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3119 3088 3082 3086 3120 3076 3099 3048 3105 3105 3120 3102 3108 3107 3108 3098 3106 3078 3086 3066 3102 3122 3095 3075 3062 3121 3144 3093 3139 3095 3087 3099 3108 3087 3060 3100 3077 3097 3111 3075 3126 3041 3094 3086 3093 3094 3065 3095 3104 3112 3136 3089 3067 3109 3078 3127 3081 3096 3078 3102 3098 3079 3070 3084 3122 3102 3091 3099 3044 3086 3096 3105 3113 3084 3112 3113 3114 3086 3079 3105 3141 3060 3080 3092 3084 3085 3099 3112 3068 3076 3096 3117 3106 3076 3104 3095 3107 3098 3100 3108 3109 3115 3051 3072 3068 3064 3103 3088 3093 3089 3114 3075 3110 3074 3095 3084 3132 3122 3104 3082 3084 3083 3118 3088 3119 3085 3078 3098 3101 3095 3093 3096 3102 3103 3090 3089 3085 3102 3058 3088 3032 3064 3095 3085 3093 3057 3067 3069 3098 3092 3119 3137 3091 3116 3094 3091 3142 3100 3108 3098 3112 3081 3106 3096 3085 3108 3087 3088 3083 3084 3128 3109 3092 3112 3072 3073 3061 3045 3091 3089 3107 3097 3094 3089 3086 3105 3074 3105 3087 3085 3102 3096 3102 3102 3106 3090 3090 3104 3045 3123 3103 3098 3093 3039 3125 3066 3105 3063 3104 3103 3085 3096 3098 3099 3108 3084 3073 3050 3092 3118 3058 3062 3065 3042 3112 3075 3099 3068 3084 3105 3109 3073 3053 3101 3105 3099 3080 3070 3052 3084 3102 3120 3075 3101 3087 3086 3071 3086 3034 3054 3100 3075 3074 3145 3084 3153 3078 3100 3108 3089 3116 3102 3083 3109 3054 3055 3071 3117 3101 3066 3046 3076 3078 3080 3103 3070 3100 3069 3098 3084 3098 3083 3096 3086 3062 3124 3077 3112 3096 3068 3083 3106 3109 3087 3119 3089 3130 3085 3093 3105 3095 3049 3105 3123 3114 3096 3140 3099 3123 3110 3081 3090 3086 3110 3076 3097 3088 3105 3080 3070 3103 3082 3092 3074 3103 3101 3080 3091 3102 3085 3094 3101 3071 3113 3090 3092 3112 3060 3114 3097 3114 3091 3104 3107 3099 3079 3135 3124 3109 3075 3105 3062 3105 3084 3064 3071 3058 3112 3130 3093 3073 3086 3095 3083 3061 3071 3139 3077 3124 3112 3105 3109 3096 3108 3062 3074 3096 3106 3087 3074 3068 3079 3098 3080 3110 3057 3074 3075 3100 3093 3108 3086 3082 3099 3105 3105 3067 3085 3099 3124 3083 3088 3115 3097 3069 3084 3075 3116 3111 3098 3082 3084 3109 3086 3108 3071 3086 3092 3115 3094 3093 3098 3093 3119 3098 3069 3127 3096 3093 3086 3066 3087 3055 3119 3090 3102 3117 3103 3108 3113 3073 3079 3102 3113 3092 3090 3095 3064 3111 3071 3092 3111 3091 3087 3115 3077 3086 3104 3110 3107 3093 3083 3074 3084 3100 3092 3099 3123 3103 3059 3119 3065 3111 3107 3107 3098 3119 3097 3122 3092 3121 3129 3092 3117 3119 3102 3092 3119 3103 3095 3115 3096 3061 3044 3068 3079 3113 3070 3116 3118 3069 3105 3110 3102 3089 3100 3099 3089 3081 3093 3110 3087 3130 3131 3132 3088 3075 3080 3111 3089 3127 3106 3107 3100 3101 3079 3118 3058 3104 3049 3104 3115 3050 3106 3099 3128 3109 3070 3086 3075 3110 3099 3069 3088 3106 3114 3048 3099 3112 3098 3084 3116 3080 3067 3088 3094 3123 3095 3071 3041 3113 3058 3096 3104 3093 3117 3071 3100 3093 3097 3106 3092 3082 3070 3111 3089 3110 3080 3100 3118 3082 3091 3093 3120 3079 3074 3056 3045 3097 3102 3093 3124 3094 3080 3076 3094 3089 3070 3108 3101 3108 3129 3096 3066 3111 3103 3069 3111 3093 3095 3100 3098 3105 3111 3099 3132 3106 3094 3145 3100 3144 3089 3086 3085 3103 3071 3052 3082 3098 3074 3097 3107 3090 3053 3046 3102 3042 3067 3073 3073 3104 3099 3054 3096 3097 3093 3049 3106 3144 3111 3141 3094 3101 3095 3080 3143 3095 3115 3090 3095 3137 3123 3115 3122 3119 3131 3082 3128 3072 3073 3082 3116 3113 3140 3100 3109 3092 3101 3100 3114 3077 3126 3080 3106 3107 3106 3078 3138 3104 3128 3098 3106 3079 3099 3071 3088 3063 3074 3096 3080 3114 3077 3078 3091 3118 3113 3081 3086 3080 3100 3079 3109 3078 3072 3089 3089 3107 3072 3097 3089 3084 3031 3069 3099 3061 3061 3059 3095 3082 3133 3082 3092 3116 3084 3084 3080 3087 3086 3090 3095 3055 3073 3128 3097 3090 3074 3063 3092 3081 3079 3090 3092 3096 3096 3101 3098 3118 3088 3093 3119 3099 3072 3085 3109 3131 3108 3077 3074 3123 3051 3110 3042 3086 3115 3091 3104 3034 3095 3091 3085 3071 3089 3092 3107 3073 3071 3071 3100 3111 3111 3083 3077 3090 3072 3141 3093 3094 3115 3082 3070 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3101 3119

Tree=0
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 14 2 1 2 2 4 1 1 4 0 2 1 1 50 2 1 11 52 1 1 3 3 4 49
split_gain=165604 24589.6 13031.5 12892.9 7908.63 7662.71 4360.25 4216.91 3796.38 3497.45 2815.6 1998.32 1885.44 1854.02 1696.19 1547.26 1335.15 1228.88 1193.67 1157.96 953.584 839.256 832.229 682.411 657.911 598.93 534.908 440.035 414.209 374.225
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.099185000000000009 0.062655000000000016 -1.0000000180025095e-35 0.09253500000000002 0.14122000000000004 0.10613000000000002 0.27287000000000006 0.12337000000000002 0.089770000000000016 -0.15289999999999995 -0.10607499999999999 0.089525000000000007 0.13075500000000004 0.12000500000000001 0.041865000000000006 -1.0000000180025095e-35 0.13288500000000003 1.0000000180025095e-35 -0.52606999999999993 0.12958500000000003 0.16175000000000003 -0.11171999999999999 -0.085114999999999982 -0.0073899999999999999 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 7 6 13 18 -4 11 24 22 23 16 -12 -15 -1 -5 -3 25 -17 -16 26 -2 -9 -6 -7 -25 -28 -10
right_child=1 4 8 17 19 9 -8 10 29 -11 14 -13 -14 15 21 20 -18 -19 -20 -21 -22 -23 -24 27 -26 -27 28 -29 -30 -31
leaf_value=37.263986903403243 37.17417743162197 35.049976456256857 36.762983281276263 35.377858262948344 34.0807313501222 36.377525952768188 37.926030955364354 36.214709790129014 35.676897151117615 35.849398689206495 35.995196270239504 35.909823041088316 35.941622935710612 36.334287943846611 35.108778719400334 36.42542598272577 37.060804677273715 34.531190993877402 34.289221698173399 34.696113230662313 37.072824497323673 34.44501475523942 37.249996191513688 36.292505255440169 35.491896799695645 33.454945239317567 36.971805778254669 36.836400243274227 36.745820391100921 35.187908904589193
leaf_weight=1018 45 30 34 60 65 26 76 34 34 41 20 23 27 38 142 25 474 24 66 26 253 22 50 21 20 20 149 51 178 29
leaf_count=1018 45 30 34 60 65 26 76 34 34 41 20 23 27 38 142 25 474 24 66 26 253 22 50 21 20 20 149 51 178 29
internal_value=36.6653 35.2761 37.0473 36.1205 34.8434 37.0941 37.184 35.0864 35.9114 36.7315 35.3121 36.8164 36.6949 37.1528 35.1258 36.9328 37.1994 35.136 34.527 34.1121 37.0146 35.0197 36.8682 36.8687 35.947 33.9335 36.8141 36.6778 36.8488 35.4518
internal_weight=0 673 2448 228 445 2351 1884 334 97 467 238 426 144 1808 184 316 1492 84 96 111 278 164 403 117 54 85 353 72 327 63
internal_count=3121 673 2448 228 445 2351 1884 334 97 467 238 426 144 1808 184 316 1492 84 96 111 278 164 403 117 54 85 353 72 327 63
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 2 4 2 150 0 15 4 12 1 4 12 11 43 47 0 150 1 3 2 2 49
split_gain=134140 20299.7 12449.1 10555.5 7723.95 6206.79 3769.92 3531.81 3075.07 2847.15 2738.87 2350.2 1765.17 1611.19 1669.34 1494.91 1309.8 936.022 720.826 777.85 693.508 685.814 559.514 484.177 389.121 337.865 326.431 322.107 312.146 303.123
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.13501500000000002 0.40473500000000007 0.15361500000000003 1.0000000180025095e-35 -0.10607499999999999 -0.12255999999999999 0.40945500000000007 0.09141500000000001 0.085345000000000018 -0.52556499999999995 0.078300000000000008 1.0000000180025095e-35 -0.014584999999999999 0.090100000000000013 -0.060129999999999996 0.089910000000000018 0.11669000000000002 -0.016324999999999996 0.14960000000000004 0.13404500000000005 -0.053364999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 22 7 11 13 -5 12 -6 15 20 14 -1 28 18 -16 -15 21 -7 -20 25 -18 -19 -3 -17 -11 -4 -10
right_child=1 2 6 8 10 9 -8 -9 29 27 -12 -13 -14 16 17 26 23 24 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.73026404643760012 0.34887036280313011 -1.3404853321410515 -1.1991924868318542 0.087880174837568228 0.045376481136805577 0.14673347631442218 -0.99195852369774851 1.1346230659045673 -0.88959733212695413 -0.38833187737248165 -1.0942346127827962 -2.5496901838746791 -0.63893397306954425 1.1046809832255045 0.22025976088914004 -1.819465327907253 0.3580095541083434 -0.15411300830104774 -0.29735633052885529 0.53551153628935022 0.54891631457270407 0.38325038335302425 -0.9662564954113666 -0.01812396637491278 -0.70160098132633031 -1.6589221266813057 -2.1786705398559572 -0.90823561617961301 -1.7054309481666203 -1.3296867600802718
leaf_weight=34 71 148 29 34 71 343 37 76 34 22 30 73 27 21 55 37 456 34 20 1073 49 57 33 37 21 43 80 26 21 29
leaf_count=34 71 148 29 34 71 343 37 76 34 22 30 73 27 21 55 37 456 34 20 1073 49 57 33 37 21 43 80 26 21 29
internal_value=0 -1.25034 -1.43896 0.343743 -1.01913 0.385921 -1.93153 0.466817 -0.678549 0.0595671 -0.293122 -2.07638 0.143139 0.438746 0.117846 -1.86949 0.466516 -0.0714471 0.524082 0.51348 0.197006 0.206469 -1.34648 0.32978 -0.363154 -1.41218 -2.06508 -0.669946 -1.41181 -1.09218
internal_weight=0 673 602 2448 325 2351 277 1884 97 467 101 240 419 1808 144 167 1664 110 1171 1150 392 77 224 493 55 191 117 48 50 63
internal_count=3121 673 602 2448 325 2351 277 1884 97 467 101 240 419 1808 144 167 1664 110 1171 1150 392 77 224 493 55 191 117 48 50 63
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 2 2 14 2 1 2 16 4 49 1 12 1 1 1 50 4 4 0 2 1 1 1 1 52 12
split_gain=108653 16445.6 8549.99 8412.3 5399.26 5049.15 2976.34 2669.39 2544.21 2490.8 2017.01 1705.47 1631.46 1419.07 1333.94 931.606 812.809 806.954 785.635 739.986 643.972 637.625 845.401 615.938 562.56 474.489 445.462 435.82 334.373 437.224
threshold=0.10508500000000001 -0.059315 1.0000000180025095e-35 0.27834500000000006 0.14285500000000004 0.09580000000000001 -1.0000000180025095e-35 0.062655000000000016 0.13501500000000002 0.09253500000000002 0.10497000000000002 -0.5315899999999999 -0.062539999999999984 -0.054984999999999992 0.089770000000000016 0.087005000000000013 0.12000500000000001 0.13075500000000004 0.12958500000000003 0.041865000000000006 0.042705000000000007 -0.013125 0.14486500000000005 0.089125000000000024 0.13265500000000002 0.122715 0.076935000000000017 0.16175000000000003 0.039215000000000007 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 16 14 11 -4 18 -7 -12 -2 23 -16 -3 -5 -8 27 -17 22 26 -1 -14 -15 -13 -6 29 -23
right_child=1 4 9 17 19 8 10 -9 -10 -11 12 21 24 25 15 20 -18 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.49129117316817661 -0.69080821651479474 -1.3167790110905966 0.079092163198134488 -1.0339797270298003 -2.1005694081233099 -0.74986043557524684 -0.091733272001147281 1.0330978534591029 -0.6029517660538356 -0.98296037060873853 -0.45559044523785519 0.25144190234274955 -1.2643981839523835 0.25683189763128755 -0.1586709292329572 0.35324859091830729 -1.9445442402001583 -1.7200725654760998 -0.94035883322358138 -1.6165278719021725 -0.17227597236633302 -0.41370578904946642 -0.20184996692583926 0.34350687090248533 -1.7962447829868484 -0.26604112808903063 0.52571917507116517 -2.6343850421905519 0.22062878928218899 0.052902429495233952
leaf_weight=986 23 30 34 60 65 20 24 71 48 63 24 163 147 100 54 226 66 24 20 26 26 24 31 395 23 21 93 20 91 123
leaf_count=986 23 30 34 60 65 20 24 71 48 63 24 163 147 100 54 226 66 24 20 26 26 24 31 395 23 21 93 20 91 123
internal_value=0 -1.12531 0.309368 -0.434705 -1.47915 0.347329 -1.27834 0.432443 0.0950016 -0.610695 -1.08875 0.156473 -1.22739 0.0292204 0.407164 0.218257 -1.74837 -1.23001 -0.477472 -2.08337 0.299028 0.191 0.291357 0.449021 -1.33635 0.166085 0.351082 -2.22617 0.0699802 -0.0232785
internal_weight=0 673 2448 228 445 2351 334 1758 593 97 238 545 194 144 1687 306 96 84 44 111 252 525 287 1381 170 121 256 85 238 147
internal_count=3121 673 2448 228 445 2351 334 1758 593 97 238 545 194 144 1687 306 96 84 44 111 252 525 287 1381 170 121 256 85 238 147
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 47 14 1 2 4 2 4 0 47 1 4 12 4 3 52 4 4 47 4 475 52 15 13 0
split_gain=88008.9 13831.3 8270.76 6925.49 5165.7 4135.59 2616.86 2345.71 2017.55 1900.88 1760.47 1629.11 1252.21 1182.35 1310.52 1183.35 1008.72 930.538 591.428 608.604 486.201 380.357 375.792 373.528 347.819 290.14 312.158 282.068 297.093 272.714
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 1.0000000180025095e-35 0.088725000000000012 0.099185000000000009 0.13082500000000002 0.062655000000000016 0.09253500000000002 0.14285500000000004 0.40473500000000007 0.15361500000000003 0.27287000000000006 -0.10607499999999999 0.078875000000000015 0.083345000000000016 0.40945500000000007 0.09141500000000001 -0.52556499999999995 -0.14847999999999997 -0.55061999999999989 0.033845000000000007 -0.00059999999999999995 0.090100000000000013 0.0082450000000000006 -0.066784999999999983 0.039215000000000007 -0.41396999999999995 -1.0000000180025095e-35 -0.14920999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 23 7 11 13 -5 12 -6 16 20 14 15 -1 -4 18 -15 -20 -7 -19 -17 29 -21 -22 -27 28 -18 -3
right_child=1 2 6 8 10 9 -8 -9 -10 -11 -12 -13 -14 17 -16 22 27 21 19 24 25 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.24268000386394403 0.307278576131228 -0.92924657039005654 -1.1424316343069076 0.071182941733037727 0.038838033506672989 0.44667506565650306 -0.78715006531895826 0.92286739765029202 -0.8846643145122226 -0.6221540567202446 -0.87482269366582244 -2.0847046466722881 -0.61065722341122841 0.95397283236185704 0.66892955039938296 -0.15183142950308737 -1.6996654711978536 0.28781593466177585 -0.12835864007472994 0.44104211837289609 0.38113076669829238 -0.063650155626237395 -0.67025788829282484 -0.78331084969368847 0.18961925252244391 -0.018075469332098058 0.17890521595907061 -1.984696940581004 -1.2790868574922736 -1.2130291727124429
leaf_weight=58 71 44 50 34 71 48 37 76 63 39 30 73 23 21 30 29 71 460 20 1072 35 33 27 33 58 165 157 24 22 147
leaf_count=58 71 44 50 34 71 48 37 76 63 39 30 73 23 21 30 29 71 460 20 1072 35 33 27 33 58 165 157 24 22 147
internal_value=0 -1.01278 -1.16847 0.278431 -0.826273 0.312596 -1.56996 0.378629 -0.549625 0.0462024 -0.232546 -1.69064 0.107104 0.355752 0.0808559 -0.0739003 -1.51839 0.379541 0.428063 0.418459 0.147866 0.26429 -0.401787 -1.09398 0.428137 0.10769 0.0779679 -1.67905 -1.60017 -1.14766
internal_weight=0 673 602 2448 325 2351 277 1884 97 467 101 240 428 1808 144 114 167 1664 1171 1150 405 493 56 224 1130 357 322 117 93 191
internal_count=3121 673 602 2448 325 2351 277 1884 97 467 101 240 428 1808 144 114 167 1664 1171 1150 405 493 56 224 1130 357 322 117 93 191
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=1 3 12 1 4 2 12 4 2 2 14 4 3 47 47 2 2 13 4 3 49 1 1 1 3 3 4 3 0 1
split_gain=71318.3 8076.75 7875.25 4473.12 4469.49 3250.14 2660.23 2250.79 1879.76 1393.33 1369.8 1343.8 1057.87 951.779 941.109 919.433 892.467 822.719 692.67 826.126 652.376 528.068 522.025 507.778 450.169 438.266 437.254 431.249 401.684 393.803
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.092390000000000014 0.27834500000000006 0.14285500000000004 0.091625000000000012 -0.17966999999999997 -1.0000000180025095e-35 0.10803500000000001 0.076175000000000007 0.0082450000000000006 -0.11171999999999999 0.077555000000000013 0.091680000000000011 0.11411 0.12844500000000003 -1.0000000180025095e-35 -0.046564999999999988 0.092670000000000016 -0.085174999999999987 0.16175000000000003 0.12873500000000002 0.12958500000000003 0.12745000000000004 -0.13927999999999999 -0.111605 -0.13309499999999996 -0.10836499999999999 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 15 8 10 -5 22 23 28 16 -1 18 20 -2 25 -11 -14 -20 -9 -7 -3 -10 -19 -8 -27 -13 -4 -6
right_child=1 5 6 7 29 21 11 14 9 17 -12 27 13 -15 -16 -17 -18 24 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.47310276599600914 0.087245587214989512 -1.1519976172182296 0.13831864214287357 0.30035621055534911 -0.88804089426994326 -1.5965989745987788 0.49672304644532828 -0.28041838066918506 -0.053441391749815506 -1.2225651796827925 0.93605129900185957 -0.5071130116283894 0.39521086940477634 0.70512720546685159 -0.17677533963635084 -0.66085533499717719 -0.41961506068706511 -0.97037867416695855 0.099825580879890685 -0.57956121943213723 -0.889565625662605 -2.1534966468811034 -1.6436054070790609 -0.74964346945285798 -0.43845810798498297 -0.12350354452307027 0.25174828719988662 -0.0150954168217051 0.39373885480784387 -1.3808342864116034
leaf_weight=26 92 36 65 28 50 90 69 21 22 94 46 20 58 32 31 20 20 41 96 22 108 21 54 20 26 33 526 163 1167 24
leaf_count=26 92 36 65 28 50 90 69 21 22 94 46 20 58 32 31 20 20 41 96 22 108 21 54 20 26 33 526 163 1167 24
internal_value=0 -0.990088 0.230799 -0.163539 -0.444799 -1.24114 0.309704 -0.526766 -1.06656 -0.897907 0.400268 0.170424 0.128284 0.203458 -0.671512 -0.0463439 0.238002 -1.03172 0.112245 -0.0268398 -0.790402 -1.70196 -1.44696 -0.384966 -0.763962 0.258946 0.229596 -0.0688678 0.380263 -1.04787
internal_weight=0 590 2531 422 186 404 2109 188 293 203 1278 831 234 208 160 112 648 161 176 118 129 111 90 42 67 628 559 183 1232 74
internal_count=3121 590 2531 422 186 404 2109 188 293 203 1278 831 234 208 160 112 648 161 176 118 129 111 90 42 67 628 559 183 1232 74
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 47 1 2 2 14 2 11 4 1 15 457 1 12 12 3 132 4 11 15 4 13 2 13
split_gain=57868.6 9433.33 5542.27 4712.23 3452.45 3113.78 2279.53 1900.2 1742.49 1479.76 1263.05 1260.06 1114.35 692.095 661.255 540.684 484.118 449.544 706.494 316.127 269.471 340.82 241.128 236.285 232.334 232.307 219.501 217.849 216.491 202.343
threshold=0.10508500000000001 -0.40967499999999996 0.12408500000000001 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.089885000000000007 0.13082500000000002 0.092845000000000025 0.13754500000000003 0.11474000000000002 0.062655000000000016 0.15361500000000003 1.0000000180025095e-35 0.40945500000000007 0.087135000000000004 -0.071579999999999991 0.080930000000000016 0.088975000000000012 0.082480000000000012 0.095780000000000018 -0.10831999999999999 0.08696000000000001 0.015030000000000002 0.082485000000000017 -0.41396999999999995 -0.0070899999999999991 -1.0000000180025095e-35 0.12358500000000001 -0.0044799999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 22 6 11 12 16 13 26 15 14 17 28 -5 -1 20 -19 -17 21 -8 29 -22 -15 27 -6 -16 -4 -3
right_child=1 2 7 5 10 -7 9 -9 -10 -11 -12 -13 -14 24 25 19 -18 18 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.18950499715283514 0.26892451070983647 -0.94177337767822411 -0.69971286749297923 0.37469703872917193 0.28882585270773797 -0.82743897071251515 -0.081423940679856713 -0.61142024784474769 -0.70548677688295192 -0.47066192999482159 -0.81773301362991335 0.80171415170033777 -1.7072313018041116 0.70687541055679326 -1.3825502422493949 -0.024455881721916654 -0.31263534643221647 0.16085400702431799 -0.58560766095206851 0.26584514862409347 0.14891730601161299 0.24426250952528791 -1.1880645136038461 -0.050984443125610318 0.34023922218808106 -1.6463153680165608 -0.090279217995703223 -1.0224040353840047 -1.1189061667237963 -0.73914095763625065
leaf_weight=48 71 112 22 931 21 26 35 37 66 37 24 60 73 25 71 42 32 32 21 351 212 392 24 82 56 24 56 22 28 88
leaf_count=48 71 112 22 931 21 26 35 37 66 37 24 60 73 25 71 42 32 32 21 351 212 392 24 82 56 24 56 22 28 88
internal_value=0 -0.821245 -0.94982 0.225775 -0.6697 0.260716 0.273147 -1.27848 -0.325138 0.148488 -0.184316 0.35349 -1.38132 0.175281 -1.23885 0.333178 -0.0113511 0.146176 -0.134914 0.234821 0.166839 0.217567 -0.888556 0.0931624 0.453399 -1.36894 0.0131131 -1.29735 -0.934461 -0.852615
internal_weight=0 673 602 2448 325 2302 2276 277 146 892 101 1384 240 855 167 1324 80 774 53 393 721 427 224 294 81 117 77 93 50 200
internal_count=3121 673 602 2448 325 2302 2276 277 146 892 101 1384 240 855 167 1324 80 774 53 393 721 427 224 294 81 117 77 93 50 200
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=1 52 1 12 12 4 2 42 4 47 2 14 1 2 11 1 2 457 1 2 13 4 12 124 4 43 1 4 1420 1429
split_gain=46873.5 7648.42 4708.88 3816.9 3434.88 2522.16 1862.62 1442.12 1267.56 1183.06 1151.43 1001.78 591.559 552.199 519.098 486.275 411.167 402.207 343.046 301.003 294.314 256.046 231.051 214.79 211.966 203.857 203.535 198.997 197.387 352.686
threshold=0.10508500000000001 -0.40306999999999998 0.13471500000000003 -0.029094999999999999 0.088725000000000012 0.36766000000000004 0.091265000000000013 -0.0060199999999999993 0.40473500000000007 0.13082500000000002 0.13754500000000003 0.062655000000000016 0.092845000000000025 0.17025000000000004 1.0000000180025095e-35 0.088770000000000016 0.14122000000000004 0.080930000000000016 0.084525000000000003 0.085730000000000015 -1.0000000180025095e-35 -0.036839999999999991 -1.0000000180025095e-35 -0.087394999999999987 0.024790000000000003 -0.080554999999999974 0.11453000000000001 0.018150000000000003 -0.083604999999999985 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 7 16 6 11 -1 26 13 14 15 -9 22 17 28 20 27 -19 -17 23 -2 -4 -3 -22 -14 -6 -8 -5 -30
right_child=1 2 9 5 8 -7 10 12 -10 -11 -12 -13 25 -15 -16 19 -18 18 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.10580527381971479 0.34887971293926245 -0.61496538390284006 -1.3429339582269844 0.60984968940416984 0.20256294977734798 -0.74469508683452246 0.17614165265366538 -0.18684647934090706 -0.69946934745923894 -0.57760616378350693 -0.42359573551126434 0.69840848525491317 -0.59326099524131182 -1.6360577716827394 0.39559748411962858 0.21234512093482882 -1.2024293931325278 0.10518885876983404 -0.48051249325275425 -0.1877643095329404 -0.3959959563754854 -0.048480095465977986 -1.0513542596782957 -0.94574659885421619 -0.75251358615027542 -0.98594362854957573 -0.12040996094048025 0.053498429911477234 0.33385102531599098 0.084312582810719808
leaf_weight=56 50 23 77 24 32 26 441 31 37 22 37 64 39 50 76 314 30 20 20 20 21 24 42 134 81 20 50 189 1011 60
leaf_count=56 50 23 77 24 32 26 441 31 37 22 37 64 39 50 76 314 30 20 20 20 21 24 42 134 81 20 50 189 1011 60
internal_value=0 -0.73912 -0.85761 0.203198 -0.665773 0.234644 0.245832 -0.292625 -0.213604 -1.2674 0.120914 0.311345 -0.540537 -1.35719 0.14792 0.29401 -0.851961 0.119826 -0.187662 0.188386 -0.811366 0.220006 -1.24002 -0.897288 -0.679113 -0.726374 0.00562825 0.139349 0.326227 0.319871
internal_weight=0 673 599 2448 408 2302 2276 146 119 191 783 1493 90 169 746 1429 289 670 40 334 259 74 119 157 102 59 82 630 1095 1071
internal_count=3121 673 599 2448 408 2302 2276 146 119 191 783 1493 90 169 746 1429 289 670 40 334 259 74 119 157 102 59 82 630 1095 1071
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=1 3 12 1 2 3 12 43 4 2 51 4 2 14 150 43 4 12 2 52 1 150 13 15 0 3 15 15 4 4
split_gain=37989.2 4386.37 4255.15 2398 2389.8 1956.01 1550.69 1475.37 1176.63 1105.57 1018.35 798.355 787.76 776.235 748.469 805.55 732.299 509.11 489.803 489.707 455.335 420.299 709.136 318.012 276.759 255.229 237.453 231.584 230.842 224.577
threshold=0.10752500000000002 -0.059315 0.051320000000000005 0.10124500000000002 0.12043500000000001 0.31534000000000006 0.09141500000000001 -0.025214999999999998 0.27834500000000006 0.11362000000000001 -0.10056999999999998 -0.029144999999999997 0.11177500000000001 0.076175000000000007 0.09487000000000001 -0.066504999999999995 0.0052350000000000009 0.13597000000000004 0.087470000000000006 0.048770000000000008 0.12205500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.42198999999999992 -0.13027499999999997 -0.13927999999999999 -0.12255999999999999 -0.42198999999999992 0.27044500000000005 -0.50262499999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 8 7 13 20 -2 10 -1 -9 -13 24 15 18 17 25 -12 -7 -3 22 -5 -14 -4 -8 -17 -6 -18 -26
right_child=1 5 6 21 27 19 16 11 -10 -11 14 12 23 -15 -16 26 28 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.45392610129984945 0.080875057262377911 -0.80878211927246046 -0.017554974953333538 -0.79553211984180272 -0.63142324333841149 -1.494862471128765 0.37184701051030844 -0.021657388365787011 -0.60862052025216995 -0.56207270045434277 -0.65846317155020584 -0.24907280298716883 -0.50519390386342999 0.70094365633052336 -0.5527967860301336 0.47200470878964379 -0.009209919919775213 -0.25164896696805955 -0.069271294200836234 -1.0153365739785574 -1.1466703802674683 -0.78270634516425763 -0.020724785769427267 -0.92147942245870407 0.61411700248718271 0.1694741654010575 0.11016709429625059 -1.0528917318210007 -0.36752510305494068 0.28412328840284451
leaf_weight=55 99 71 30 21 22 57 70 23 33 31 21 34 25 46 24 21 178 27 43 34 91 46 27 69 21 568 133 32 20 1149
leaf_count=55 99 71 30 21 22 57 70 23 33 31 21 34 25 46 24 21 178 27 43 34 91 46 27 69 21 568 133 32 20 1149
internal_value=0 -0.722609 0.168447 -0.121416 -0.320762 -0.907618 0.226447 -0.788975 -0.0914988 0.00619661 0.0655109 -0.564096 -0.661566 0.29781 -0.0227653 0.0355868 0.123414 0.173678 -0.2626 -1.3157 -0.998584 -0.566705 -0.359703 -0.810765 0.282356 0.191678 0.159509 -0.881182 -0.0454034 0.290046
internal_weight=0 590 2531 422 186 404 2109 313 132 328 297 151 128 1246 242 218 863 665 64 91 162 94 48 94 1200 638 154 54 198 1170
internal_count=3121 590 2531 422 186 404 2109 313 132 328 297 151 128 1246 242 218 863 665 64 91 162 94 48 94 1200 638 154 54 198 1170
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=1 52 1 123 12 2 14 2 2 42 2 457 15 3 4 1 47 1 3 4 4 12 15 475 14 160 39 2 47 4
split_gain=30777.1 5153 3162.53 2496.11 2332.76 1704.36 1024.6 928.002 903.677 763.191 718.401 557.655 539.537 821.483 480.889 459.49 438.614 429.592 385.477 402.019 317.114 292.023 261.749 231.732 216.979 212.348 212.24 315.24 209.195 205.433
threshold=0.10508500000000001 -0.40967499999999996 0.13604000000000002 1.0000000180025095e-35 0.088725000000000012 0.10045500000000002 0.062655000000000016 0.14753000000000002 0.11474000000000002 -0.076394999999999977 0.17025000000000004 0.080930000000000016 0.013270000000000002 -0.12018999999999998 -0.17966999999999997 0.11669000000000002 0.13011000000000003 0.083345000000000016 0.086245000000000016 -0.46376499999999993 0.2623950000000001 0.086505000000000012 0.087685000000000013 -0.079029999999999975 -0.41790499999999997 -0.020569999999999995 0.084780000000000008 -0.0091949999999999983 0.098400000000000015 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 6 12 11 20 -5 16 23 13 17 -3 29 -4 25 21 -20 -6 -15 -14 -7 -17 -1 -11 -28 -26 -16
right_child=1 2 10 9 8 7 -8 -9 -10 26 -12 -13 22 18 15 24 -18 -19 19 -21 -22 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=-0.2187541614472866 0.20681896916472575 -0.22013314835727216 -1.0066614590444656 0.20114085216607369 0.10475801064131351 0.28408445359572121 0.57857649975185155 -0.52936582028865808 -0.62178475545211276 -0.72590183094143867 -1.3768698857755077 -0.46811998140066868 0.32828124043616386 0.27323871944402761 -0.72844350941573521 -0.58360941471023997 -0.49608768850564955 -0.51149744319915769 0.30124231737393603 -0.17458525063203914 -0.32728662487605348 0.14691134213719678 0.22076979921140971 0.04506041328359936 -1.0161866487641082 0.23653877312317492 -0.67783318698406225 -0.17173809017986061 -0.70049391286126506 -0.50110394506715239
leaf_weight=20 71 20 106 21 65 46 79 30 33 24 49 20 374 338 79 22 20 25 26 56 23 399 574 343 76 21 20 32 29 80
leaf_count=20 71 20 106 21 65 46 79 30 33 24 49 20 374 338 79 22 20 25 26 56 23 399 574 343 76 21 20 32 29 80
internal_value=0 -0.598915 -0.693943 0.164653 -0.547211 0.185164 0.225962 0.00747206 -0.175514 -0.332474 -1.05197 0.0468489 0.210765 0.154613 -0.694189 -0.72734 -0.925618 -0.184776 0.181963 -0.0237131 -0.00816275 0.204847 0.263185 0.0733255 -0.869165 0.0144447 -0.47992 -0.36639 -0.928995 -0.614059
internal_weight=0 673 602 2448 427 2351 1912 439 121 97 175 409 1833 885 306 286 126 66 819 82 88 737 948 389 127 41 76 52 105 159
internal_count=3121 673 602 2448 427 2351 1912 439 121 97 175 409 1833 885 306 286 126 66 819 82 88 737 948 389 127 41 76 52 105 159
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=1 2 12 12 1 12 4 2 150 43 4 14 1 13 2 4 0 15 50 15 150 13 49 4 15 1 4 3 4 47
split_gain=24995.2 3112.1 2873.34 2597.72 1634.88 1119.79 1105.49 810.291 702.974 649.301 628.087 576.808 560.548 496.284 478.567 474.996 477.143 393.032 364.15 322.235 301.457 508.376 297.309 266.717 248.894 241.07 239.049 231.538 230.655 206.517
threshold=0.10752500000000002 0.14285500000000004 0.051320000000000005 0.085055000000000006 0.10124500000000002 0.095175000000000023 0.40124500000000002 0.10803500000000001 0.09487000000000001 -0.066504999999999995 -0.033174999999999989 0.076175000000000007 0.13265500000000002 -0.0030199999999999997 0.087470000000000006 0.053925000000000008 0.14486500000000005 -0.15026499999999995 0.041865000000000006 -0.089964999999999976 1.0000000180025095e-35 -1.0000000180025095e-35 -0.012034999999999999 -0.14098499999999997 -0.042209999999999991 0.14754500000000001 0.41555500000000006 -0.14847999999999997 0.033845000000000007 0.089640000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 7 11 22 8 9 14 13 28 -12 -2 -1 16 27 -11 19 25 21 -6 -5 -19 -9 -3 -14 -7 -4 -24
right_child=1 18 5 6 20 15 -8 24 -10 17 12 -13 26 -15 -16 -17 -18 23 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.55405474759283524 -0.59879688374374218 -0.82819888163835587 0.22971033074447883 -0.32418805345892909 -0.66293510028294156 0.33432157988450967 -0.56807972192764289 -0.11099498695028681 -0.45989047884941103 0.6044474233280529 -0.59634427663014278 0.57252656417958281 -0.61534766577184197 0.082318030707538126 0.035462389038875698 -0.13563215805217624 -0.32843787802072866 0.31575582654430318 -0.7125960979859034 -1.3907118863072889 -0.65216233315675165 -0.0069083675190254497 0.31186535223837825 0.05937813156353379 -0.56641974172421861 -1.1985331058502198 -1.0145546380678814 0.10321438674263267 0.098671442206523963 -0.0025968058124817618
leaf_weight=21 23 39 1364 20 21 49 43 21 23 22 179 47 20 20 40 100 24 65 30 29 46 27 31 108 28 32 60 376 149 64
leaf_count=21 23 39 1364 20 21 49 43 21 23 22 179 47 20 20 40 100 24 65 30 29 46 27 31 108 28 32 60 376 149 64
internal_value=0 -0.58614 0.136635 -0.464046 -0.101558 0.184296 -0.135504 0.00381106 0.0696798 0.117258 -0.635933 0.227523 -0.694694 -0.281999 -0.167486 0.0614657 0.105363 0.206332 -1.01816 -1.10983 -0.46923 -0.29392 0.0262423 0.155705 -0.371238 -0.99511 -0.914753 0.12986 0.216806 0.100017
internal_weight=0 590 2531 460 422 2109 158 328 279 256 302 1560 259 43 61 549 449 195 130 100 94 48 115 173 49 71 80 425 1513 95
internal_count=3121 590 2531 460 422 2109 158 328 279 256 302 1560 259 43 61 549 449 195 130 100 94 48 115 173 49 71 80 425 1513 95
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=1 52 52 1 4 2 12 2 11 123 2 2 43 4 3 3 2 4 1 3 14 1 2 13 0 0 4 0 52 1
split_gain=20272.7 4269.68 2270.77 1781.89 1651.01 1401.07 779.984 754.21 707.786 558.066 524.789 457.865 538.373 457.717 542.155 352.183 330.537 275.188 247.258 246.423 240.999 238.516 343.846 233.717 223.172 222.173 209.424 207.017 202.969 188.924
threshold=0.10312500000000001 -0.40967499999999996 0.19022000000000003 0.12408500000000001 0.36766000000000004 0.092235000000000025 0.088105000000000003 0.14960000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.17025000000000004 -0.0050599999999999994 -1.0000000180025095e-35 0.40945500000000007 0.30112000000000005 0.0068900000000000012 0.11474000000000002 -0.0086549999999999978 0.11588000000000001 -0.12018999999999998 0.062655000000000016 0.087135000000000004 0.086000000000000007 0.15641500000000003 -0.23194499999999998 0.18019500000000002 -0.49013999999999996 -0.030209999999999997 -0.010034999999999999 0.15618500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 8 -3 9 11 20 13 12 -1 14 15 -5 -8 -4 -19 23 25 24 -23 -13 -21 26 -7 -28 -11 -12
right_child=1 2 17 10 -6 7 16 -9 -10 28 29 19 -14 -15 -16 -17 -18 18 -20 21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.47910242304205897 0.18366775112433567 -0.54706018802331902 0.26856290635466579 -0.6478572438657284 -0.7023392542548802 0.26098106949236888 -0.049493413619189103 -0.48981281233091772 0.51405323222279553 -0.47925181320557997 -0.91448784943284667 -0.28764880873262882 0.18731496058128499 -0.85355149582615053 -0.96173005971041603 -0.13568987680663322 -0.49426432152589161 0.09425494492053986 -0.40299525140319026 0.55284154926027573 0.40577911693941471 0.16332161759081035 -0.21371629637164566 0.19579383283853533 0.22354083863783233 -0.2588626140356064 0.077745568944425081 -0.15488605557418453 -0.06353855622203454 -1.2896088008880617
leaf_weight=22 90 239 25 25 23 58 55 26 70 24 29 20 27 127 22 29 24 20 20 21 22 347 26 20 1030 20 571 41 23 25
leaf_count=22 90 239 25 25 23 58 55 26 70 24 29 20 27 127 22 29 24 20 20 21 22 347 26 20 1030 20 571 41 23 25
internal_value=0 -0.461251 -0.551943 -0.615274 0.140825 0.149015 -0.457018 0.0397842 0.203182 0.0579259 -0.811093 0.188799 -0.111893 -0.737392 -0.543283 -0.372804 -0.184614 0.00829641 -0.15437 0.198863 0.0799567 0.205739 0.13704 -0.0459275 0.230121 0.0695682 0.0793721 0.0621608 -0.275818 -1.08815
internal_weight=0 730 640 575 2391 2368 318 785 1583 759 257 1513 49 203 76 54 79 65 40 1464 712 1424 373 40 1051 690 670 612 47 54
internal_count=3121 730 640 575 2391 2368 318 785 1583 759 257 1513 49 203 76 54 79 65 40 1464 712 1424 373 40 1051 690 670 612 47 54
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=1 52 1 12 4 2 2 11 2 123 4 2 2 43 1 14 3 3 0 16 3 16 0 11 1 2 0 15 16 3
split_gain=16420.9 3458.44 1851.24 1382.44 1337.32 1134.87 614.088 573.307 475.887 456.124 455.015 400.696 370.87 436.082 272.376 312.193 262.875 480.106 237.875 222.101 199.602 205.732 193.269 268.465 193.198 278.515 180.769 173.928 170.575 165.741
threshold=0.10312500000000001 -0.40967499999999996 0.13604000000000002 0.088105000000000003 0.36766000000000004 0.092235000000000025 0.14753000000000002 1.0000000180025095e-35 0.10699500000000002 1.0000000180025095e-35 -0.17966999999999997 0.17025000000000004 -0.0050599999999999994 -1.0000000180025095e-35 0.11669000000000002 -0.10708499999999999 0.30112000000000005 0.076840000000000006 -0.060129999999999996 -1.0000000180025095e-35 -0.12018999999999998 -0.0087049999999999992 0.18019500000000002 1.0000000180025095e-35 0.087135000000000004 0.086000000000000007 -0.23194499999999998 -0.41942499999999994 -0.085254999999999984 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 10 5 7 9 12 18 22 -3 16 13 -1 15 -12 17 -4 -5 -17 21 -14 23 29 26 -26 -22 -18 -11 -7
right_child=1 2 11 8 -6 6 -8 -9 -10 28 14 -13 20 -15 -16 19 27 -19 -20 -21 24 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.43119218720292507 0.16530097835748975 -0.073691512709078574 -0.73407618835860611 0.0769983288586924 -0.63210532924403318 -0.17846152263659021 -0.40789830754200618 0.46264792559402335 -0.42280416457276604 -0.026887612715363503 -0.083622909337282184 -1.0166315954558705 0.18545379206538201 0.16858346263567608 -0.64772912020248086 -0.4583000960766424 -0.70644970324731649 -0.19169008148213229 -0.30322917671430683 -0.81439324840903282 0.49755739142142591 -0.26812326803803449 -0.23297635942697525 0.29428982192819769 0.14698945522920287 -0.19234466270471995 0.20118675707143199 -1.0846955823898317 -0.41219759546910173 0.074758483033985357
leaf_weight=22 90 23 51 76 23 27 30 70 38 20 20 49 20 27 126 141 31 24 21 20 21 20 20 55 347 26 1030 20 27 606
leaf_count=22 90 23 51 76 23 27 30 70 38 20 20 49 20 27 126 141 31 24 21 20 21 20 20 55 347 26 1030 20 27 606
internal_value=0 -0.415126 -0.496749 -0.392413 0.126743 0.134113 0.0358058 0.182864 -0.122833 0.0534364 -0.502695 -0.773984 0.169919 -0.100704 -0.534836 -0.456247 -0.679621 -0.560513 -0.00531897 -0.502535 0.178977 -0.0413347 0.0734627 0.0823708 0.185165 0.123336 0.207109 -0.854781 -0.248236 0.0639576
internal_weight=0 730 640 465 2391 2368 785 1583 135 755 330 175 1513 49 307 181 126 75 97 161 1464 40 708 688 1424 373 1051 51 47 633
internal_count=3121 730 640 465 2391 2368 785 1583 135 755 330 175 1513 49 307 181 126 75 97 161 1464 40 708 688 1424 373 1051 51 47 633
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=1 52 52 1 4 2 12 2 11 3 3 124 132 2 0 123 50 2 39 1429 51 14 0 0 132 13 42 0 4 457
split_gain=13300.9 2819.34 1575.32 1147.64 1083.23 924.307 526.19 512.294 447.489 401.621 684.813 362.269 349.129 307.435 353.606 244.637 218.078 200.845 192.293 178.091 294.733 176.031 158.222 207.306 155.071 151.099 140.452 139.006 163.232 217.491
threshold=0.10312500000000001 -0.42635499999999998 0.19022000000000003 0.12408500000000001 0.36766000000000004 0.091265000000000013 0.088105000000000003 0.14960000000000004 1.0000000180025095e-35 0.30112000000000005 0.076840000000000006 -0.080389999999999989 0.10365500000000001 -0.0050599999999999994 -0.073309999999999986 0.084025000000000016 0.098445000000000019 0.11474000000000002 0.089200000000000015 0.084690000000000015 -0.088494999999999976 0.062655000000000016 -0.23194499999999998 -0.23001499999999997 0.08696000000000001 -0.49353499999999995 0.088060000000000013 0.18019500000000002 -0.49013999999999996 0.083415000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 8 24 11 13 10 18 15 25 14 -1 -7 -4 -8 -5 22 -21 27 -15 -24 -3 -11 -25 28 -13 -30
right_child=1 2 16 9 -6 7 17 -9 -10 12 -12 21 -14 19 -16 -17 -18 -19 -20 20 -22 -23 23 26 -26 -27 -28 -29 29 -31
leaf_value=0.142011045185583 0.16774249699624147 -0.41680934716050877 -0.15302170108565516 -0.49041916543529152 -0.56889479782270358 -0.011152862757444383 -0.041221839294938202 -0.40004170557054186 0.41805348039111667 -0.79943243583043422 -0.18241046675153683 0.22171778645621792 -0.53289519335542412 0.45240567326545716 -0.40082553667681559 -0.46037967116995299 0.21370464797702526 -0.38306244277954105 -0.74821916057537963 -0.26441746032238006 0.14327103378342801 0.34636344506659289 -0.13537571355700492 0.19486605203733276 -0.68001038408279424 -1.1142466160558886 0.12089352628446362 -0.20071895599365233 0.065513779199571839 -0.19056446523538659
leaf_weight=28 85 214 34 42 23 27 55 26 68 30 37 62 28 20 21 22 31 25 93 25 61 22 22 920 25 31 356 20 633 35
leaf_count=28 85 214 34 42 23 27 55 26 68 30 37 62 28 20 21 22 31 25 93 25 61 22 22 920 25 31 356 20 633 35
internal_value=0 -0.373614 -0.444955 -0.497273 0.114069 0.120702 -0.370035 0.03698 0.167324 -0.652785 -0.563553 0.0508199 -0.825232 0.15559 -0.0906332 -0.212847 0.0218786 -0.148047 -0.668015 0.164184 0.0247569 0.0675552 0.173281 0.16898 -0.444341 -0.95942 0.174228 0.0593768 0.0665027 0.0520965
internal_weight=0 730 645 580 2391 2368 319 847 1521 261 172 821 89 1453 49 49 65 80 135 1404 86 772 1318 1298 239 61 1276 750 730 668
internal_count=3121 730 645 580 2391 2368 319 847 1521 261 172 821 89 1453 49 49 65 80 135 1404 86 772 1318 1298 239 61 1276 750 730 668
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=1 12 2 4 44 4 3 150 0 12 1 1 4 15 15 0 49 14 3 47 0 158 457 51 14 0 4 4 3 1
split_gain=10821.4 1458.69 1364.41 1162.38 903.754 949.08 882.682 796.939 627.127 584.956 544.121 367.911 330.006 262.069 257.928 254.42 245.156 230.528 216.23 222.159 262.766 208.542 208.211 190.057 160.289 153.899 145.188 144.214 226.941 149.565
threshold=0.10920500000000001 0.051320000000000005 0.14285500000000004 0.27287000000000006 1.0000000180025095e-35 -0.17966999999999997 0.11296500000000002 0.076925000000000007 -0.036484999999999997 0.090285000000000018 0.093575000000000019 0.13075500000000004 0.0067750000000000006 -0.090344999999999995 0.13592500000000005 0.056435000000000006 0.0093850000000000027 0.076175000000000007 -0.07793499999999999 0.090100000000000013 -0.060129999999999996 0.07968500000000002 0.083190000000000014 0.088785000000000017 -0.46166999999999997 -0.094654999999999975 -0.011209999999999999 -0.49405499999999997 -0.10217499999999997 0.083135000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 5 15 8 18 10 17 21 24 14 23 -11 -1 22 27 -2 -20 -21 -7 -12 25 -5 -4 -15 -3 29 -29
right_child=2 9 13 11 -6 6 -8 -9 -10 12 16 -13 -14 26 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.29372946500778196 0.11815415148761262 0.42655464529991155 -0.48603553056716919 -0.17640735884507497 0.48314618622815164 -0.019904317540737491 -0.68238856286713578 -0.46395329228705828 -0.51116134340946495 0.10441141826023298 -0.0094529057294130345 -0.65125214465494663 -0.046099372736435329 -0.71248840960589321 -0.25949285594746468 -0.067011938218412725 -0.54305246699115506 0.38899530561073969 -0.32200033220119384 0.11828725649232164 -0.27315644508710618 0.26740683296229689 -0.32468816827644004 -0.35286113305017353 -0.4469962386437405 -0.80550282503429216 -1.0847626459598541 0.091329353452930528 0.16588471894076368 -0.25431293163980756
leaf_weight=60 54 20 25 30 27 120 33 63 39 745 40 84 212 22 20 29 23 46 38 47 27 32 44 25 81 38 20 31 1025 21
leaf_count=60 54 20 25 30 27 120 33 63 39 745 40 84 212 22 20 29 23 46 38 47 27 32 44 25 81 38 20 31 1025 21
internal_value=0 0.0865041 -0.400823 -0.313926 -0.0776619 -0.113714 -0.191662 -0.161137 -0.13732 0.121118 -0.0810274 -0.493354 0.0643025 -0.684242 0.0948976 0.176185 -0.253781 0.169683 -0.0462133 -0.125462 -0.0245368 0.0405822 -0.174576 -0.586154 -0.373864 -0.67873 -0.889762 0.160486 0.155545 -0.048257
internal_weight=0 2567 554 424 447 420 331 229 298 2120 259 195 977 130 765 89 107 1143 166 112 74 152 84 88 111 63 42 1097 1077 52
internal_count=3121 2567 554 424 447 420 331 229 298 2120 259 195 977 130 765 89 107 1143 166 112 74 152 84 88 111 63 42 1097 1077 52
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=1 12 3 39 44 4 3 14 0 2 12 4 1 15 49 2 42 4 0 14 52 0 15 43 151 1 3 16 2 0
split_gain=8765.33 1181.54 1141.39 1216.93 732.041 768.755 714.972 569.414 545.227 540.891 487.777 466.356 394.044 259.918 232.713 230.277 225.777 216.379 236.023 216.19 206.537 206.08 199.309 182.38 171.562 150.453 135.062 145.694 134.703 150.196
threshold=0.10920500000000001 0.051320000000000005 0.31299000000000005 0.087735000000000021 1.0000000180025095e-35 -0.17966999999999997 0.11296500000000002 0.078320000000000015 1.0000000180025095e-35 0.10912000000000001 0.095175000000000023 -0.04890499999999999 0.085110000000000005 -0.12255999999999999 0.0093850000000000027 0.14753000000000002 -0.012324999999999997 0.053180000000000012 0.14486500000000005 0.076175000000000007 0.0031350000000000002 0.056435000000000006 -0.42198999999999992 -0.025214999999999998 0.032230000000000009 0.13332000000000002 -0.14847999999999997 0.013515000000000001 0.10136500000000002 -0.074479999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 5 21 7 8 12 13 19 -11 -7 -2 24 23 -13 18 26 -3 25 -1 -18 -5 28 -4 -12 -28 29 -14
right_child=2 10 20 15 -6 6 -8 -9 -10 11 17 16 14 -15 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.26435652000208693 -0.30695433237900338 0.13106206145791993 -0.56576137158178519 -0.5047461485235315 0.43483156650154681 0.064403560927397088 -0.61414970701391047 0.31434610684712733 -0.58507727640015739 0.098068600090650423 0.22482566612790214 -0.65786299299110063 0.023771664333432471 0.05846847626131968 -0.50239360721214954 -0.72527703360507367 -0.12569855623997939 -0.10227091112761821 -0.24687282505134742 0.34883015885790614 -0.44855913632624866 -0.060310745239257814 -0.40852419845219973 -0.19621830210089686 -0.42302505849372773 -0.85078848056171263 0.090504443201359058 -0.052747172414276157 -0.29271739280271913 -0.27737275436520575
leaf_weight=60 24 1517 31 95 27 79 33 27 28 26 53 22 67 103 23 38 39 103 24 47 37 29 69 24 21 46 281 95 31 22
leaf_count=60 24 1517 31 95 27 79 33 27 28 26 53 22 67 103 23 38 39 103 24 47 37 29 69 24 21 46 281 95 31 22
internal_value=0 0.0778537 -0.360741 -0.287679 -0.0698957 -0.102342 -0.172496 -0.123588 -0.16722 -0.16381 0.109007 -0.288549 -0.119072 -0.0105878 -0.207453 -0.51096 -0.365872 0.028557 0.0583037 0.137606 -0.642733 0.158566 -0.306393 -0.442522 -0.159342 -0.736037 0.0753765 0.0543106 -0.113198 -0.0506685
internal_weight=0 2567 554 440 447 420 331 298 271 283 2120 156 243 127 164 157 130 556 453 1564 114 89 108 119 141 77 429 376 120 89
internal_count=3121 2567 554 440 447 420 331 298 271 283 2120 156 243 127 164 157 130 556 453 1564 114 89 108 119 141 77 429 376 120 89
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=1 4 3 39 3 457 13 4 12 16 12 150 0 1 4 2 42 14 4 132 1 47 11 3 11 3 2 1 12 15
split_gain=7099.92 959.855 932.253 1032.75 752.47 598.291 552.896 474.931 359.173 313.159 269.211 215.864 220.496 207.073 201.433 186.525 183.684 175.32 182.747 161.909 236.981 161 153.424 134.497 126.436 124.839 134.154 117.026 114.37 111.945
threshold=0.10920500000000001 0.27834500000000006 0.30112000000000005 0.087735000000000021 -0.066704999999999987 0.29113500000000009 -0.00051499999999999994 0.27287000000000006 1.0000000180025095e-35 -0.032969999999999992 0.086305000000000007 0.076925000000000007 -0.11991499999999998 0.077845000000000011 -0.072334999999999997 0.14753000000000002 -0.012324999999999997 -0.10708499999999999 -0.062539999999999984 0.10365500000000001 0.14754500000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.10217499999999997 0.079915000000000014 0.090900000000000009 0.098630000000000009 0.11669000000000002 0.092465000000000006 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 8 6 9 11 -1 -6 22 12 -2 -11 -12 21 -9 -8 -19 20 27 -5 23 -10 -24 26 -20 -4 -14 -18
right_child=2 -3 19 15 5 -7 17 16 10 13 14 -13 28 -15 -16 -17 29 18 25 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.21379183267845825 -0.26262232444503092 -0.30062815626562739 -0.33788150668144229 -0.4673064098185436 0.013240011758565651 -0.56277887761592871 0.37192177433859219 -0.57027355611324315 -0.092457566800571628 -0.090589105251104862 0.12939032707697445 -0.27493448971674361 0.24337341748178007 -0.33311353444176567 0.053269706131287953 -0.65274933451100403 -0.11531963574567013 0.18607550818887023 0.14417459168020758 -0.3609336032435812 -0.91846257123080177 -0.20229506312358764 0.45562760820894532 0.16619651505680097 0.15748567169904709 -0.19980730377882719 -0.081217735082558973 -0.62251803508171677 0.018866695196200642 -0.33578214378954446
leaf_weight=34 22 68 20 88 118 20 22 20 21 73 683 29 32 68 708 38 42 90 62 29 22 31 33 471 25 25 46 52 78 51
leaf_count=34 22 68 20 88 118 20 22 20 21 73 683 29 32 68 708 38 42 90 62 29 22 31 33 471 25 25 46 52 78 51
internal_value=0 0.0700683 -0.324667 -0.255368 0.0801553 -0.0263765 -0.00509068 -0.138194 0.10842 -0.106959 0.114064 -0.0278959 0.0263777 -0.207551 0.090646 -0.459864 -0.295343 0.102599 0.0760288 -0.567494 -0.631221 -0.39827 0.173291 0.155156 0.327118 0.0015611 0.0481742 -0.543452 0.0841777 -0.236218
internal_weight=0 2567 554 431 2499 524 504 274 1975 259 1941 161 132 141 1391 157 113 245 223 123 94 119 550 492 58 133 108 72 110 93
internal_count=3121 2567 554 431 2499 524 504 274 1975 259 1941 161 132 141 1391 157 113 245 223 123 94 119 550 492 58 133 108 72 110 93
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=1 52 52 1 2 14 15 2 2 4 3 3 52 3 4 47 1 3 14 1 3 130 12 52 16 124 4 1 151 13
split_gain=5756.53 1375.79 792.103 565.981 541.386 403.905 450.278 311.487 377.986 281.423 270.092 263.593 279.022 248.724 294.03 243.752 242.437 220.366 184.949 179.769 153.545 141.311 137.489 133.17 130.63 120.528 119.186 126.457 109.043 103.567
threshold=0.10124500000000002 -0.43320999999999993 0.19022000000000003 0.13075500000000004 0.11362000000000001 -1.0000000180025095e-35 0.024640000000000006 0.10252500000000002 -1.0000000180025095e-35 -0.068329999999999988 -0.15327499999999997 -0.12018999999999998 -0.12005499999999998 0.090900000000000009 -0.46376499999999993 0.13082500000000002 0.080270000000000022 -0.042499999999999989 -0.42214499999999994 0.16540500000000002 -0.0087149999999999988 -1.0000000180025095e-35 0.092550000000000007 -0.091869999999999993 -0.27167499999999994 -0.083859999999999976 -0.010384999999999998 0.11551000000000002 -1.0000000180025095e-35 -0.28558999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 -1 11 8 17 -6 -8 12 -7 22 -15 19 -14 -3 -9 23 -11 -20 25 -5 -25 -13 -4 -28 -16 -26
right_child=1 2 26 15 9 6 10 18 -10 20 -12 13 16 14 28 -17 -18 -19 21 -21 -22 -23 -24 24 29 -27 27 -29 -30 -31
leaf_value=0.49947492161833607 0.12185873887798888 -0.0022262684646106902 0.20382558700556938 -0.66920914649963381 -0.44470483079552658 0.21006554748330797 0.36544504221528773 -0.1182542650267864 0.048757186724105853 -0.0062976607475149675 0.12262965799536579 -0.066969742829149415 -0.037370436212846213 0.086969000250101097 -0.1189381627738476 -0.18828507318131385 -0.39101783008211188 -0.3811682983448631 -0.60161921183268241 -0.75942853201519367 -0.29726399055549074 -0.32773412395004042 0.00022573497114410882 -0.48723484013498447 -0.45738249335970194 0.10390161151968468 0.10813373254523391 -0.23493779924782843 -0.43820591374583873 -0.16578319134383368
leaf_weight=24 94 21 26 25 20 21 48 39 64 133 1004 44 42 40 20 31 36 57 21 22 21 183 204 97 21 668 21 22 23 29
leaf_count=24 94 21 26 25 20 21 48 39 64 133 1004 44 42 40 20 31 36 57 21 22 21 183 204 97 21 668 21 22 23 29
internal_value=0 -0.236697 -0.286335 -0.322661 0.0779245 0.0915092 0.0869552 -0.249024 -0.131358 -0.0918059 0.133709 0.0421604 -0.113483 0.0575845 -0.108178 -0.448662 -0.200592 -0.279145 -0.317783 -0.490269 -0.0459749 -0.355928 0.0726044 -0.455842 -0.419555 0.0933421 0.0348064 -0.0673912 -0.289709 -0.288255
internal_weight=0 773 679 610 2348 2174 2150 385 142 174 1052 1098 99 999 83 225 78 78 243 194 154 204 916 172 147 712 69 43 43 50
internal_count=3121 773 679 610 2348 2174 2150 385 142 174 1052 1098 99 999 83 225 78 78 243 194 154 204 916 172 147 712 69 43 43 50
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=1 12 1 47 15 376 12 2 1375 132 42 15 13 4 14 4 11 3 13 11 48 0 3 2 13 15 2 4 15 3
split_gain=4689.19 1155.78 603.313 447.961 405.81 378.574 341.468 287.917 254.782 243.693 222.212 219.758 204.339 196.052 176.895 176.042 173.17 215.708 359.646 186.027 160.39 156.12 148.718 130.945 124.663 123.081 120.906 113.9 105.388 129.548
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 0.085505000000000012 0.024640000000000006 0.080200000000000007 0.092550000000000007 0.31358000000000003 -0.15308499999999997 0.08696000000000001 -0.0060199999999999993 -0.12255999999999999 -1.0000000180025095e-35 -0.0070899999999999991 -0.42214499999999994 -0.46376499999999993 1.0000000180025095e-35 -0.10217499999999997 -0.0082249999999999979 0.080150000000000013 -1.0000000180025095e-35 0.14486500000000005 -0.012939999999999998 0.12198500000000001 -0.079969999999999986 -0.092919999999999989 0.098035000000000011 0.071150000000000005 -0.5556049999999999 0.31370500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 7 8 24 16 14 -4 10 -10 -1 -12 21 -2 -13 17 18 -3 -18 -14 25 23 -16 -5 -8 -17 -26 -24 -30
right_child=3 6 4 5 -6 -7 13 -9 9 -11 12 15 20 -15 22 26 19 -19 -20 -21 -22 -23 28 -25 27 -27 -28 -29 29 -31
leaf_value=0.32776333139492919 -0.19166753087937832 -0.42007758000067308 -0.54418244468281052 -0.24809081675805925 0.14716022406753743 -0.54444928243756296 0.28982066528499129 -0.6926741485965664 0.17303574934601784 -0.47405482923984527 -0.26822275895030562 0.19353536246787936 -0.28593305565657151 -0.04451913335969529 -0.16898805342614653 0.026277235011721769 0.40624803885435451 0.10763386620868623 0.10930279416568352 0.12661371872317595 -0.025591211922932417 -0.17776703777221534 -0.28081111668244652 -0.43187569760613975 0.10996189220593527 0.062301284964641927 -0.17909174639471742 -0.15722811288303801 -0.43219575491107887 -0.67579295424854058
leaf_weight=26 50 21 20 29 38 21 25 29 20 25 119 42 31 260 40 86 39 1231 33 61 100 26 23 36 39 486 43 27 61 34
leaf_count=26 50 21 20 29 38 21 25 29 20 25 119 42 31 260 40 86 39 1231 33 61 100 26 23 36 39 486 43 27 61 34
internal_value=0 0.0462527 -0.0832992 -0.324839 -0.16154 -0.160213 0.0789078 -0.394789 -0.198781 -0.175363 -0.147707 0.0568996 -0.173366 0.0267591 -0.359385 0.0157157 0.108917 0.0990526 -0.0965674 0.235671 -0.0871988 0.06127 -0.402611 -0.293514 -0.0752766 0.0734324 -0.0421791 0.00065689 -0.472878 -0.519378
internal_weight=0 2732 550 389 353 116 2182 273 315 295 270 197 250 797 244 171 1385 1285 54 100 131 537 194 76 95 511 129 66 118 95
internal_count=3121 2732 550 389 353 116 2182 273 315 295 270 197 250 797 244 171 1385 1285 54 100 131 537 194 76 95 511 129 66 118 95
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=1 3 4 3 15 44 0 2 376 130 1 9 15 12 2 2 4 4 48 4 157 12 48 0 0 150 3 16 0 42
split_gain=3802.35 617.514 555.486 519.473 413.923 348.862 407.069 356.317 344.907 389.146 316.165 313.03 281.191 198.575 184.965 182.953 167.785 161.575 160.143 158.3 145.63 128.001 127.499 127.181 119.642 112.912 103.651 289.393 401.256 105.972
threshold=0.10920500000000001 0.11924500000000002 0.41257000000000005 0.30112000000000005 0.024640000000000006 1.0000000180025095e-35 -0.13027499999999997 -0.13033999999999998 0.080200000000000007 -0.070634999999999989 0.083345000000000016 -1.0000000180025095e-35 -0.43375999999999998 0.08815000000000002 0.14753000000000002 0.10774000000000002 -0.020529999999999996 0.51164000000000009 0.016865000000000002 0.015030000000000002 -1.0000000180025095e-35 0.11734000000000001 0.091635000000000008 -0.0058249999999999994 -0.075684999999999988 0.085825000000000012 -0.091054999999999983 0.083160000000000026 -0.076579999999999995 0.086555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 5 6 10 -8 9 -2 -1 -9 17 20 25 -3 -12 -4 -18 22 -6 -15 26 -14 -24 -11 27 28 -13 -28
right_child=2 15 12 -5 13 -7 7 11 -10 14 16 19 23 21 -16 -17 18 -19 -20 -21 -22 -23 24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.11911410750486913 -0.44029557619776044 -0.12903555023670196 -0.070224196732263364 -0.40168297663331032 0.40203726332296025 0.36442519772219761 -0.30562370702624325 -0.29961109803273128 -0.36737591880891057 0.091709554739623472 0.061381692811846737 0.051800903597162398 -0.41718821683535712 0.07747593843866879 -0.26591371950649084 -0.52941211745852523 -0.44623010528063589 -0.31911867856646758 -0.17850426380522549 -0.016128896100488597 0.13878747866606153 -0.10943709943348018 0.03778414541529012 -0.68516735667767736 -0.18021393427077462 -0.11047768441694124 0.14083856843796599 0.13265279323875326 -0.41751021385706705 0.048059674958522258
leaf_weight=39 21 25 34 64 22 29 30 26 36 131 20 49 77 605 21 21 31 112 80 266 469 39 97 23 34 35 368 103 29 185
leaf_count=39 21 25 34 64 22 29 30 26 36 131 20 49 77 605 21 21 31 112 80 266 469 39 97 23 34 35 368 103 29 185
internal_value=0 0.0512768 -0.237595 -0.148105 0.0579021 0.0212339 0.0138997 0.034627 -0.081593 -0.0321306 -0.130826 0.0434494 -0.349639 0.102679 0.0137061 -0.311816 -0.205235 -0.261157 -0.253275 0.0513358 0.150583 0.0661567 0.0720822 -0.478823 -0.0187955 0.0490797 0.0883015 0.022617 -0.122687 0.1098
internal_weight=0 2567 554 308 2521 1386 1357 1187 244 208 170 1157 246 1135 187 46 131 146 111 1131 491 644 865 100 131 166 734 181 78 553
internal_count=3121 2567 554 308 2521 1386 1357 1187 244 208 170 1157 246 1135 187 46 131 146 111 1131 491 644 865 100 131 166 734 181 78 553
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=1 12 1 10 3 4 15 12 1375 132 133 3 131 15 14 0 4 2 1 4 123 48 14 4 16 159 42 0 151 15
split_gain=3131.22 741.425 380.238 343.596 285.289 321.345 281.23 246.178 203.952 196.743 167.339 178.814 172.632 161.395 155.179 138.335 140.585 130.942 128.231 128.219 119.08 116.727 111.987 111.48 111.176 107.44 95.3719 116.88 89.5085 85.4512
threshold=0.11690500000000002 0.051320000000000005 0.08864000000000001 -1.0000000180025095e-35 0.30112000000000005 0.42051500000000003 0.050935000000000008 0.099815000000000015 -0.15308499999999997 0.08696000000000001 0.087495000000000003 0.11924500000000002 0.086835000000000009 -0.12255999999999999 0.076175000000000007 0.12500000000000003 0.0016150000000000003 0.098035000000000011 0.15022500000000003 -0.17966999999999997 0.087755000000000014 -1.0000000180025095e-35 -0.41790499999999997 -0.0019149999999999998 0.15891500000000003 0.082105000000000025 0.089905000000000013 -0.13027499999999997 -0.044604999999999992 -0.41942499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 18 5 20 8 14 -4 10 11 12 21 -1 26 16 25 19 -2 -15 -5 -10 -7 -23 -19 -9 27 -3 -21 -6
right_child=3 7 6 4 29 22 -8 15 9 -11 -12 -13 -14 17 -16 -17 -18 24 -20 28 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.27746083965668311 -0.37626995571678684 -0.084843261324261371 -0.46266633428633219 -0.021810089953635869 -0.26389637110811293 -0.1287858765434336 0.18846106745589239 0.027122974875965156 -0.17333683426074764 -0.39626823457387778 -0.3009704608947803 -0.23815096177988582 -0.28218680421511333 0.2234214759356267 0.24753176794861848 -0.26046776196786336 -0.080963222436126206 -0.25703120665358647 -0.66747130930423737 0.18150615811347962 -0.28094346345890137 -0.046327075556810225 -0.3690076792585677 0.13609427221453013 0.030136737198783806 0.2475128310918808 0.03550254868732506 0.093171502623950089 -0.062773034504304326 -0.47782787542010463
leaf_weight=26 62 38 20 114 33 27 26 192 30 26 39 54 24 37 53 21 124 28 20 20 21 67 69 67 26 25 474 1255 60 43
leaf_count=26 62 38 20 114 33 27 26 192 30 26 39 54 24 37 53 21 124 28 20 20 21 67 69 67 26 25 474 1255 60 43
internal_value=0 0.0377958 -0.0659664 -0.265445 -0.216873 -0.16158 -0.128081 0.0639504 -0.153249 -0.133092 -0.108741 -0.0777617 -0.0316925 0.045335 0.0789305 -0.0113642 0.00397652 0.010041 -0.447295 0.06949 -0.0621197 0.00496523 -0.301445 0.0448836 -0.118765 0.0525135 0.0738735 0.0879398 -0.00170324 -0.384937
internal_weight=0 2732 550 389 307 231 353 2182 327 307 281 242 188 197 1820 362 341 171 82 117 135 164 96 134 54 217 1767 1293 80 76
internal_count=3121 2732 550 389 307 231 353 2182 327 307 281 242 188 197 1820 362 341 171 82 117 135 164 96 134 54 217 1767 1293 80 76
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=1 2 97 3 10 44 14 0 4 2 1 2 3 15 1 3 15 15 151 15 12 16 1 3 34 49 43 151 16 48
split_gain=2536.28 607.626 362.974 281.239 278.313 278.026 248.972 260.124 236.488 226.551 219.454 217.158 192.797 191.772 254.058 173.373 156.509 133.992 122.662 122.447 121.245 113.443 98.135 96.4127 89.7716 79.4774 82.5716 69.7286 69.1221 68.5564
threshold=0.11690500000000002 0.10497000000000002 -0.083924999999999986 0.11658 -1.0000000180025095e-35 0.081805000000000017 0.076175000000000007 -0.13027499999999997 0.40945500000000007 0.15361500000000003 0.083135000000000014 -0.090999999999999984 0.30112000000000005 -0.013969999999999998 0.09253500000000002 1.0000000180025095e-35 -0.41396999999999995 -0.0058549999999999991 -0.029339999999999995 -0.081924999999999984 0.088105000000000003 -0.071854999999999988 0.09697500000000002 -0.0049599999999999991 -0.021334999999999996 0.14321000000000003 -1.0000000180025095e-35 -0.0017399999999999998 -0.29154999999999992 0.084670000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 19 6 7 10 12 13 -4 18 25 14 -3 28 24 27 -9 -2 -13 -22 -15 -12 -10 26 -6 -5 -16 -30
right_child=4 3 5 17 8 -7 -8 11 16 -11 23 20 -14 22 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.28856112063435529 -0.32626871722987144 0.0055179239203263621 0.10213691464492254 -0.26710545023282373 -0.077164863039027254 0.4001420167585214 0.2256346216710175 -0.29647493780805517 -0.41295107603073122 -0.36143638897687197 -0.33302087242956513 0.092060319705157101 -0.33442995871106784 0.0025549074282272925 -0.15658436755339306 0.051925935347874964 -0.44729248753615791 -0.44169150341464125 0.020556567026221235 -0.59828229365141494 0.07483410084782309 0.007127123417719392 0.15666566117518191 -0.10605447193393942 -0.17919137664949117 -0.22392712802287532 0.11561628435597276 -0.039837325785171102 -0.46738325472300252 -0.21669753414578735
leaf_weight=30 59 157 42 27 68 24 85 26 20 20 27 903 30 103 30 21 42 23 23 23 501 489 69 61 92 22 33 27 24 20
leaf_count=30 59 157 42 27 68 24 85 26 20 20 27 903 30 103 30 21 42 23 23 23 501 489 69 61 92 22 33 27 24 20
internal_value=0 0.0340163 0.0569092 -0.0631361 -0.238901 0.0616612 0.0578951 0.0510139 -0.195186 -0.0325396 -0.0859318 0.0601812 -0.107132 -0.0170256 -0.072587 -0.201666 -0.282668 -0.239563 -0.147664 -0.402565 0.0655613 0.041391 0.0643784 -0.175692 -0.220934 -0.0516933 -0.014177 -0.153471 -0.273631 -0.353435
internal_weight=0 2732 2211 521 389 2181 2157 2072 307 444 130 1942 153 424 252 95 154 77 49 82 1893 990 172 88 112 123 101 54 74 44
internal_count=3121 2732 2211 521 389 2181 2157 2072 307 444 130 1942 153 424 252 95 154 77 49 82 1893 990 172 88 112 123 101 54 74 44
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=1 12 1375 132 3 3 43 39 12 4 3 0 49 43 4 50 3 2 12 2 51 160 15 16 44 48 16 4 48 1
split_gain=2054.39 494.125 262.308 267.39 255.034 239.409 233.9 220.849 210.45 175.651 197.521 222.356 170.917 161.261 145.711 135.43 128.215 122.284 112.473 109.158 104.207 102.61 96.0876 93.4622 87.0627 85.9861 98.755 88.5122 81.8328 76.6686
threshold=0.11690500000000002 0.051320000000000005 -0.22860499999999997 0.082230000000000011 0.11924500000000002 0.31299000000000005 -0.04890499999999999 0.088025000000000006 -0.42850999999999995 0.27834500000000006 -0.14186499999999996 -0.066689999999999985 -1.0000000180025095e-35 -0.090299999999999991 -0.033174999999999989 0.077545000000000017 -0.073884999999999992 0.11510000000000002 -0.093619999999999995 0.098035000000000011 0.082455000000000014 -0.081069999999999989 -0.42198999999999992 0.19444000000000003 1.0000000180025095e-35 -0.024949999999999996 -0.16075999999999999 -0.17966999999999997 0.097945000000000018 0.14173500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 13 14 -7 10 15 23 -5 19 -2 20 -8 -16 -9 -4 -3 -13 -19 -12 25 -18 -27 -28 -24 -10
right_child=5 9 3 12 -6 8 16 18 29 -11 11 21 -14 -15 17 -17 24 22 -20 -21 -22 -23 28 -25 -26 26 27 -29 -30 -31
leaf_value=-0.37056425642967228 0.09897422646172345 0.15148990612666488 0.22597293367698079 -0.049538394808769232 -0.20791682517614035 -0.15365959038848387 -0.17954521685838701 -0.047992426753044132 -0.37071345558183061 -0.16115090150974298 0.064937753394836192 -0.24287413601414301 -0.43837728339892168 -0.17071067597016054 -0.03608342103171544 0.33330636142620018 -0.10011588228600365 -0.057942221720110293 -0.30543930079189263 -0.07801604235061893 -0.08118721454039865 -0.023930305313534159 -0.42472813570940943 -0.026513426868865889 0.26062236517667769 0.23458080501169773 0.15515016733031525 0.001608576513615183 -0.15784828659147024 -0.59867026722431183
leaf_weight=25 32 118 21 20 61 34 20 20 36 38 1626 24 26 93 61 35 28 22 112 27 23 198 27 120 25 37 57 110 20 25
leaf_count=25 32 118 21 20 61 34 20 20 36 38 1626 24 26 93 61 35 28 22 112 27 23 198 27 120 25 37 57 110 20 25
internal_value=0 0.0306146 -0.0540933 -0.0390232 -0.0169073 -0.215011 0.0109672 -0.170416 -0.35302 0.0519663 0.0557436 0.0466667 -0.269317 -0.0938801 -0.0921807 0.15724 0.0643372 -0.139234 -0.266432 0.0549791 0.113535 -0.0475999 -0.230425 0.0586524 0.0833164 0.0642101 0.0867647 0.054015 -0.311162 -0.464138
internal_weight=0 2732 550 525 479 389 418 294 95 2182 2144 1968 46 141 162 176 277 130 132 48 141 222 69 1746 257 232 204 167 47 61
internal_count=3121 2732 550 525 479 389 418 294 95 2182 2144 1968 46 141 162 176 277 130 132 48 141 222 69 1746 257 232 204 167 47 61
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=4 2 149 3 9 4 44 14 0 457 156 13 10 14 16 0 475 4 4 16 2 43 13 4 41 52 0 12 42 0
split_gain=1687.45 603.187 337.08 305.161 267.422 260.91 239.463 220.435 216.685 185.896 126.345 125.658 122.927 121.233 119.796 216.473 183.549 146.757 144.192 113.98 178.751 102.72 82.7599 82.0413 81.2789 89.4342 78.2884 74.3512 74.5346 117.554
threshold=0.27834500000000006 0.14285500000000004 0.07770500000000001 0.30112000000000005 -1.0000000180025095e-35 -0.072334999999999997 0.081805000000000017 -0.46166999999999997 -0.019414999999999998 0.29113500000000009 -0.0071349999999999998 -0.01163 -1.0000000180025095e-35 0.062655000000000016 -0.43320999999999993 -0.11173999999999999 -0.068264999999999978 0.015030000000000002 -0.0029599999999999995 -0.082039999999999988 0.17025000000000004 -0.50775499999999985 -0.117405 0.51608000000000009 0.081560000000000007 0.11989500000000002 -0.14723999999999998 0.086305000000000007 -1.0000000180025095e-35 -0.077259999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 11 10 8 -2 9 14 -6 -1 23 21 -7 16 -16 27 26 -3 -21 -12 -23 -9 25 -14 -18 28 -17 -30
right_child=2 19 -4 -5 5 6 -8 12 -10 -11 13 -13 24 -15 15 17 18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.046383098455575797 -0.063574806298932127 -0.065735643973638277 0.12871856744642612 -0.22112591771975809 0.27291797458222422 0.12007599633631741 0.31114011448290618 -0.54870382833480835 -0.30830723969709306 -0.23543429999644389 -0.15820822294801473 -0.3711097686128183 -0.30044865184525649 0.21607696790444222 -0.38210353523492818 0.22288426255674235 -0.073175409861973351 -0.041948011361641765 0.037486213782470516 -0.17797390917936962 -0.53446280251849776 -0.1053142551619273 0.075509720410077696 -0.28985950214167439 -0.059263051230283019 -0.12292423180171422 -0.30225839919708403 0.025098705403400923 0.086565069512271817 -0.16549912553280594
leaf_weight=26 58 29 27 46 33 111 27 25 21 29 20 22 150 57 20 35 35 246 73 39 22 26 955 24 21 35 26 616 247 20
leaf_count=26 58 29 27 46 33 111 27 25 21 29 20 22 150 57 20 35 35 246 73 39 22 26 955 24 21 35 26 616 247 20
internal_value=0 0.0257103 -0.210295 0.0342274 0.0386683 0.0429911 0.0160132 -0.239539 0.0106255 0.0152192 0.0802311 -0.195216 -0.279562 0.074221 0.0203059 0.0119034 -0.0995158 0.0266444 -0.0573385 -0.22895 -0.306544 0.0661433 0.0707172 -0.421923 -0.2457 -0.266863 -0.170817 0.0450254 0.0856707 0.0676839
internal_weight=0 2781 340 2691 2645 2597 1506 313 1479 1458 1091 48 255 1058 1429 1318 154 1164 134 90 61 1001 981 49 206 185 61 918 302 267
internal_count=3121 2781 340 2691 2645 2597 1506 313 1479 1458 1091 48 255 1058 1429 1318 154 1164 134 90 61 1001 981 49 206 185 61 918 302 267
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=1 2 97 47 376 45 149 0 14 0 2 1 2 2 3 160 41 4 0 1 40 16 13 151 48 16 130 13 4 4
split_gain=1386.61 334.724 208.057 171.822 187.692 166.956 166.321 163.239 153.833 158.41 151.568 136.199 136.166 111.646 105.411 106.711 94.7123 120.547 184.416 101.504 93.24 81.817 85.2892 81.6087 79.5762 76.465 75.2078 74.9618 73.7223 68.6349
threshold=0.11690500000000002 0.10497000000000002 -0.083924999999999986 0.085505000000000012 0.080200000000000007 0.081955000000000014 0.081720000000000015 -0.13843999999999998 0.076175000000000007 -0.13027499999999997 0.15361500000000003 0.083135000000000014 0.31358000000000003 -0.090999999999999984 -0.010424999999999999 -0.067824999999999983 0.077565000000000009 -0.49013999999999996 -0.062294999999999996 0.08844500000000001 -0.078349999999999989 -0.071854999999999988 -0.083764999999999992 -1.0000000180025095e-35 0.016865000000000002 -0.020119999999999996 -1.0000000180025095e-35 -0.28558999999999996 0.27287000000000006 -0.008819999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 8 12 25 9 11 27 -4 14 23 26 -16 17 -15 20 -20 -19 -22 -23 -11 -13 -3 -2 -9 -17 -29
right_child=3 7 5 4 -6 -7 -8 10 -10 13 -12 24 -14 16 15 28 -18 18 19 -21 21 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.21941290999452276 -0.30226109095595105 -0.09195857787770885 0.077928170047345618 -0.014879978457955937 -0.34523432112875441 0.30267824432253843 0.057646301873028286 -0.18770329847931863 0.17461127929060777 -0.2210455169832265 -0.27565176714034306 -0.28784207197336048 -0.4541599613648874 0.16747013113006604 -0.1391583551485569 -0.19257676291465761 -0.093401309783044076 0.26739147007465364 -0.23015327025204899 0.01265177678203944 0.071122763341909409 0.072284542085393241 0.003070816299106445 0.038415998220443726 -0.07891259789466859 -0.25643576679342406 -0.09261226924257232 0.053309291917558649 -0.39553212059868709 -0.035658201814924434
leaf_weight=30 22 91 42 95 21 25 20 20 85 27 21 26 27 86 39 25 46 20 36 33 882 271 519 22 61 41 77 184 63 164
leaf_count=30 22 91 42 95 21 25 20 20 85 27 21 26 27 86 39 25 46 20 36 33 882 271 519 22 61 41 77 184 63 164
internal_value=0 0.0251515 0.0421428 -0.176642 -0.0746855 0.0457406 -0.219965 -0.0469556 0.0427612 0.0373497 -0.0143491 -0.069958 -0.24191 0.0444778 -0.216553 -0.276851 0.0483354 0.0518654 0.0462197 -0.114029 0.0527547 0.0501873 0.0268138 -0.104553 -0.141351 -0.143046 -0.139201 0.000562225 -0.337874 0.0113821
internal_weight=0 2732 2211 389 116 2181 273 521 2156 2071 389 129 253 1942 226 127 1893 1847 1761 69 1692 1672 790 49 87 132 99 368 88 348
internal_count=3121 2732 2211 389 116 2181 273 521 2156 2071 389 129 253 1942 226 127 1893 1847 1761 69 1692 1672 790 49 87 132 99 368 88 348
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=4 2 149 123 457 14 14 44 2 0 475 0 4 0 41 4 12 0 10 16 2 49 50 16 4 48 13 13 40 3
split_gain=1133.09 411.235 240.998 213.637 184.928 160.289 155.559 147.983 166.17 182.591 164.112 145.743 130.886 107.593 101.671 136.083 100.314 95.692 92.9534 91.4708 128.794 88.5091 84.1461 81.74 89.2095 77.5139 77.4329 68.5257 67.4025 68.0523
threshold=0.27834500000000006 0.14285500000000004 0.07770500000000001 0.11021500000000002 0.29113500000000009 -0.46166999999999997 0.076175000000000007 0.081805000000000017 -0.0091949999999999983 -0.13027499999999997 -0.052309999999999988 -0.070154999999999981 0.0049200000000000008 -0.16360999999999995 0.077565000000000009 -0.55119499999999988 0.084535000000000013 -0.10096999999999999 -1.0000000180025095e-35 -0.082039999999999988 0.17025000000000004 -0.048674999999999989 0.082725000000000007 -0.071854999999999988 0.0082450000000000006 0.12118000000000002 -0.0093149999999999986 -0.0075049999999999987 -0.079954999999999984 0.084940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 6 27 7 8 11 10 -10 -1 13 -12 15 -11 -16 21 -19 -3 -21 -7 -9 -17 -25 -23 -13 -2 -15 -30
right_child=2 19 -4 -5 -6 17 -8 22 9 14 12 26 -14 28 16 23 -18 18 -20 20 -22 25 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.077506622020155194 -0.14160930192606017 -0.042990169879691356 0.11432920311474137 -0.29751331225037575 -0.20119013085084805 -0.35891244526952509 0.16055743684491486 0.36412619128823281 -0.33720151320099834 0.29487721515553339 0.061203664472257648 -0.099745103428440715 0.079846958383437139 -0.031796607849272816 0.014377050786729781 0.06082059538890322 -0.26869183542827763 -0.43809030107222502 -0.24274187639501751 -0.1495797146589328 -0.45218010409311815 -0.081085083590677162 0.077520766073749192 0.032266602269107998 -0.048547611164913823 -0.28998552146165268 -0.33628577923774722 0.077880197882652283 -0.36040744731823604 -0.11390996667600813
leaf_weight=27 33 29 27 20 34 20 93 20 20 21 27 31 62 22 31 963 21 32 102 39 22 78 21 1051 157 23 25 25 24 21
leaf_count=27 33 29 27 20 34 20 93 20 20 21 27 31 62 22 31 963 21 32 102 39 22 78 21 1051 157 23 25 25 24 21
internal_value=0 0.0210681 -0.172324 0.0281006 0.0305387 -0.197052 0.0335265 0.0288827 0.0257959 0.0305676 -0.0675138 -0.113332 -0.0329385 -0.107329 0.0382603 0.0415387 -0.0999392 -0.231181 -0.289392 -0.189203 -0.258714 -0.166715 0.217328 0.0390882 0.0217634 -0.128656 -0.205344 -0.0470018 -0.175245 -0.245375
internal_weight=0 2781 340 2691 2671 313 2637 2544 2503 2420 176 83 156 94 2244 2192 52 255 134 90 61 121 41 2171 1208 101 56 58 67 45
internal_count=3121 2781 340 2691 2671 313 2637 2544 2503 2420 176 83 156 94 2244 2192 52 255 134 90 61 121 41 2171 1208 101 56 58 67 45
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=1 3 97 44 15 148 1 14 0 157 1 11 4 0 16 11 16 123 4 15 51 48 52 14 3 12 0 52 14 42
split_gain=926.953 249.913 179.969 155.744 183.305 147.78 163.668 124.873 149.206 167.174 124.256 114.563 116.073 224.226 106.988 103.539 101.23 99.444 103.899 90.5792 73.3079 73.1066 71.6154 70.3422 69.1012 68.142 69.2739 66.3179 63.8794 63.3835
threshold=0.11690500000000002 0.11658 -0.0047149999999999996 0.081805000000000017 -0.24436499999999997 -1.0000000180025095e-35 0.16773500000000005 0.076175000000000007 -0.13027499999999997 -0.067349999999999979 0.084885000000000002 0.096970000000000015 -0.50052499999999989 -0.030209999999999997 0.19444000000000003 0.081790000000000015 0.037555000000000005 0.11135500000000001 -0.013125 -0.0058549999999999991 -0.24107999999999999 0.091635000000000008 -0.45478499999999994 -0.22253999999999999 -0.0049599999999999991 0.11903500000000002 -0.053834999999999994 -0.063789999999999986 -0.46242499999999992 0.11387000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 28 -2 17 8 9 -6 -11 12 14 16 -10 -15 29 18 -7 21 -20 -3 -18 27 -12 26 -25 -22 -4 -14
right_child=5 19 3 -5 7 6 -8 -9 11 10 24 -13 13 15 -16 -17 22 -19 20 -21 23 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.19262413890981997 -0.34358956748071839 0.034719786310897158 -0.06263410738584671 0.26840733538071315 -0.33343241021037101 0.050484566763043408 -0.38332394283750787 0.14478309146412041 0.31138377023430974 0.12115467212972275 -0.15352810940659437 -0.20509857904165985 0.053556641139580086 -0.15547518778178426 0.081086361760066616 0.082266765120236784 0.037793743376620115 -0.27505415258929133 0.041480731660569155 -0.26286149830040006 -0.15697402639780195 -0.18568546573321026 -0.056002306375715342 -0.14777349976653403 -0.0030086017778662385 -0.0072727804227421689 -0.30144879851373846 0.066047171602646518 -0.30956694513559341 -0.016277586280460089
leaf_weight=37 34 34 22 27 20 45 23 92 26 42 61 20 1534 90 90 23 150 32 27 36 24 27 178 110 61 24 40 30 20 142
leaf_count=37 34 34 22 27 20 45 23 92 26 42 61 20 1534 90 90 23 150 32 27 36 24 27 178 110 61 24 40 30 20 142
internal_value=0 0.0205644 0.0263674 0.0294862 0.0269771 -0.144427 -0.125352 0.0304181 0.0261007 -0.0604831 -0.0271966 0.0331719 0.035306 0.0299691 0.132705 -0.107085 0.0376972 -0.10748 -0.0896059 -0.137073 -0.114328 -0.0628366 -0.0131078 -0.132779 -0.0782684 -0.163722 -0.188754 -0.0330734 -0.180221 0.0476399
internal_weight=0 2732 2635 2598 2571 389 355 2529 2437 184 164 2253 2233 2117 116 113 2004 332 300 97 255 61 328 228 122 174 150 54 42 1676
internal_count=3121 2732 2635 2598 2571 389 355 2529 2437 184 164 2253 2233 2117 116 113 2004 332 300 97 255 61 328 228 122 174 150 54 42 1676
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=4 2 15 457 149 15 393 52 1209 123 1 3 48 0 4 14 123 160 3 16 16 2 43 12 4 15 484 4 3 1
split_gain=754.096 281.043 157.86 147.275 130.632 114.102 115.656 112.98 110.749 109.288 92.09 87.8888 78.5232 108.948 86.8809 75.6015 100.944 73.3966 71.0999 75.4335 70.7141 103.77 68.6986 61.0996 72.3149 87.7636 93.1808 76.9526 59.827 77.9608
threshold=0.27287000000000006 0.14285500000000004 0.024640000000000006 0.29113500000000009 0.07770500000000001 -0.14809499999999998 1.0000000180025095e-35 0.12492500000000002 0.086895000000000014 0.10967500000000001 0.16540500000000002 -0.15327499999999997 1.0000000180025095e-35 -0.026509999999999995 -0.055319999999999994 -0.47013499999999991 0.084475000000000008 1.0000000180025095e-35 -0.0069549999999999994 0.0057500000000000008 -0.082039999999999988 0.17025000000000004 0.0051600000000000005 0.11734000000000001 -0.42529999999999996 -0.0079099999999999986 0.080820000000000017 -0.053309999999999989 -0.014944999999999998 0.082535000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 28 8 10 9 12 15 -4 17 14 -14 -2 -17 23 19 22 -3 -22 -13 24 -7 -26 27 -27 29 -1
right_child=4 20 11 -5 -6 6 -8 -9 -10 -11 -12 18 13 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.093942597046218546 -0.0080065205941597627 -0.025730799579261138 0.17707852830864348 -0.20352452489930917 0.069361372451697087 0.089995275901503163 -0.16234016435783963 0.044143102031487691 -0.18902181284181005 -0.22342216789722447 -0.37511303964115328 0.064402651047339471 0.17636601423675366 -0.25053921552995839 -0.029911703106776724 -0.1375141474014426 -0.28198427981273694 0.079111453066378512 0.15398106283279497 -0.041521164515198994 -0.11972755059981957 -0.39134474207054487 0.0028655535416541307 -0.12319078771397472 0.021524532785226612 -0.14703628701823099 -0.27321381807327272 0.046294918186962603 0.0020427732091200979 0.32506510324776178
leaf_weight=54 30 28 53 34 28 117 43 26 29 20 21 691 22 21 284 181 66 208 57 104 39 22 246 32 502 35 20 50 38 20
leaf_count=54 30 28 53 34 28 117 43 26 29 20 21 691 22 21 284 181 66 208 57 104 39 22 246 32 502 35 20 50 38 20
internal_value=0 0.0175257 0.0233314 0.00227412 -0.137866 0.00695449 -0.000907345 -0.155774 0.00427296 0.00854874 -0.173217 0.0513041 0.0121424 -0.0302024 -0.0150813 -0.157911 -0.176118 0.0265063 0.045233 0.0392785 -0.157297 -0.217688 0.0482467 0.0120329 0.0180096 0.00413429 -0.0790076 -0.033312 0.104034 0.156408
internal_weight=0 2769 2680 1529 352 1495 1383 324 1340 1311 298 1151 1291 327 306 277 247 964 1098 1041 89 61 937 756 724 607 105 85 112 74
internal_count=3121 2769 2680 1529 352 1495 1383 324 1340 1311 298 1151 1291 327 306 277 247 964 1098 1041 89 61 937 756 724 607 105 85 112 74
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=1 3 15 44 40 148 3 13 14 447 4 48 49 9 4 15 52 52 3 51 14 48 12 14 0 0 52 0 40 40
split_gain=626.905 180.538 132.748 134.242 118.779 117.469 118.509 169.683 115.334 100.033 91.832 89.3588 82.7906 82.0239 103.021 76.9022 71.5974 69.9837 68.53 65.3178 63.1706 58.3791 56.3157 71.6647 54.2507 48.1918 93.4973 52.7197 84.9735 68.1447
threshold=0.11690500000000002 0.11658 -0.26481999999999994 0.081805000000000017 1.0000000180025095e-35 -1.0000000180025095e-35 0.31299000000000005 -0.47860499999999995 -1.0000000180025095e-35 0.084700000000000011 -0.013125 0.093265000000000015 0.12011500000000001 -1.0000000180025095e-35 -0.52556499999999995 -0.0058549999999999991 0.14295500000000003 -0.0064899999999999992 0.51139500000000016 -0.40274499999999996 0.062655000000000016 0.091635000000000008 0.11903500000000002 -0.46413499999999996 -0.095504999999999993 -0.13027499999999997 -0.081429999999999989 -0.079119999999999982 -0.078349999999999989 -0.075219999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 9 -2 10 18 -1 11 -7 12 13 -4 -15 21 -13 -11 -8 -12 25 -3 23 -21 -25 26 -16 28 -27 -29
right_child=5 15 3 -5 -6 6 7 -9 -10 17 19 16 -14 14 20 -17 -18 -19 -20 22 -22 -23 -24 24 -26 27 -28 29 -30 -31
leaf_value=-0.013771937739464543 -0.29634008089847425 0.038509254168499922 -0.12062912238761783 0.28310086237266663 -0.15994285634585792 0.066327303874173335 -0.19764962292586763 -0.36573238839974276 -0.31729320316087634 0.0041579855311858023 0.051550962803540407 -0.009244037704898957 -0.075401818043919225 0.23476415022828237 -0.16180093447781274 -0.23297443799674511 -0.17559958934163056 -0.19183206998876165 0.043907516891055785 0.021439662098884583 0.12063841309105412 -0.15844814164770976 0.017568768188357353 -0.071231760764899468 -0.2018483100440896 0.25520030871033667 0.03152156571244321 -0.13965314826755612 0.047376493513144324 0.022475060870006863
leaf_weight=31 34 34 32 20 35 42 24 37 21 38 27 188 66 27 36 36 30 35 23 25 89 27 28 46 103 20 82 27 1207 651
leaf_count=31 34 34 32 20 35 42 24 37 21 38 27 188 66 27 36 36 30 35 23 25 89 27 28 46 103 20 82 27 1207 651
internal_value=0 0.0169117 0.0218439 0.0250286 0.0230148 -0.118773 -0.101767 -0.205545 -0.136348 0.0255478 -0.0695996 0.028978 0.0349337 0.038288 0.0406655 -0.117071 -0.032137 -0.0898098 -0.0794408 -0.0945294 0.0381841 -0.0486686 -0.114055 -0.135236 -0.161524 0.0345566 -0.0274582 0.0383979 0.050764 0.0160186
internal_weight=0 2732 2635 2583 2563 389 355 84 52 2528 271 2455 2237 2171 2139 97 218 73 47 229 2112 61 202 174 149 2023 118 1905 1227 678
internal_count=3121 2732 2635 2583 2563 389 355 84 52 2528 271 2455 2237 2171 2139 97 218 73 47 229 2112 61 202 174 149 2023 118 1905 1227 678
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=1 3 15 44 10 40 14 10 2 4 15 484 48 447 16 393 4 15 0 10 3 15 4 0 158 16 48 47 402 3
split_gain=507.793 146.236 107.526 108.736 98.1059 96.2112 93.4202 91.9746 140.611 92.5421 96.3272 82.9131 85.7445 82.6864 78.4095 95.5717 71.7561 69.3881 66.8633 66.2473 66.0923 62.3229 60.5873 87.8667 69.4648 55.6657 49.2726 44.9913 44.3502 47.4286
threshold=0.11690500000000002 0.11658 -0.26481999999999994 0.081805000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.11682500000000001 -0.04890499999999999 -0.41942499999999994 -0.081109999999999988 0.093265000000000015 0.086460000000000023 -0.071854999999999988 1.0000000180025095e-35 0.51303500000000013 -0.081924999999999984 -0.030209999999999997 -0.15926999999999997 -0.15121499999999996 -0.018314999999999994 -0.42529999999999996 -0.019414999999999998 0.07968500000000002 -0.44310499999999992 0.091635000000000008 0.085770000000000027 -0.08738499999999999 -0.082039999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 17 11 -1 8 27 -10 16 20 13 14 -13 22 -11 19 -14 -2 -4 26 -16 24 28 -9 -3 -6 29 -24
right_child=4 21 3 -5 7 -7 -8 25 9 10 -12 12 18 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.012394744061654615 -0.055768884061013949 0.039551028425833495 0.24826080918312077 0.25479077748954299 0.18299577463240851 -0.14394856865916936 -0.28556388197910215 -0.10479305999353528 0.063497826816248035 0.071377219986170526 -0.20231486652988231 0.044851725549925205 -0.024736450799414285 -0.10481804420799018 0.072937167856029994 -0.18775833283364773 -0.13550891337033952 -0.35139892755643182 -0.19811016831260464 -0.27020625361800193 0.060003608894750371 -0.20743709354585893 -0.20635889577213673 -0.14830906175469097 0.08756920392821102 -0.32035926429797779 -0.14260332783753124 0.010040938780414609 0.005710703898447988 -0.029602925126285602
leaf_weight=31 34 33 20 20 21 35 21 25 28 30 89 1017 154 50 133 25 38 23 26 25 276 37 20 38 95 23 27 53 611 63
leaf_count=31 34 33 20 20 21 35 21 25 28 30 89 1017 154 50 133 25 38 23 26 25 276 37 20 38 95 23 27 53 611 63
internal_value=0 0.0152206 0.0196595 0.0225257 -0.106896 0.0207133 -0.122713 -0.0809417 -0.0573785 -0.103979 -0.133847 0.022993 0.0163979 0.0222029 0.0253753 0.00526608 -0.0442356 -0.204067 -0.0497793 -0.146632 0.0727237 -0.105364 0.0102928 0.000218147 0.00737155 -0.208085 -0.0424184 0.0591227 -0.00360652 -0.0721947
internal_weight=0 2732 2635 2583 389 2563 52 307 259 185 157 2528 2232 2052 2002 985 68 82 180 59 296 97 960 827 789 48 60 74 694 83
internal_count=3121 2732 2635 2583 389 2563 52 307 259 185 157 2528 2232 2052 2002 985 68 82 180 59 296 97 960 827 789 48 60 74 694 83
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=1 15 147 1 45 46 3 15 132 15 1210 148 12 2 0 15 52 1452 159 1 43 4 484 1204 1 43 1 15 16 34
split_gain=411.312 118.479 98.4714 91.6455 84.2154 84.1587 87.657 81.3631 82.8574 143.974 82.5729 76.8903 70.6772 70.5885 68.9615 54.3019 53.6174 53.3623 52.0813 70.578 73.632 62.2793 62.0534 59.7028 56.5997 46.1086 45.1549 42.6209 47.269 42.5676
threshold=0.11690500000000002 0.024640000000000006 0.089365000000000014 0.14860500000000001 0.10041000000000001 0.084955000000000017 0.11296500000000002 -0.24436499999999997 0.084605000000000014 -0.0079099999999999986 -0.0084249999999999985 -0.081784999999999983 0.086210000000000023 0.13754500000000003 -0.019414999999999998 -0.081924999999999984 0.060015000000000006 0.087295000000000011 0.014475000000000003 0.10984500000000001 -0.51144999999999985 -0.50427999999999995 -0.08040499999999999 -0.0026799999999999997 0.11392000000000001 -0.092909999999999979 0.095950000000000021 -1.0000000180025095e-35 -0.087484999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 13 6 7 -1 10 26 -9 -4 -3 16 -5 -15 29 18 19 20 -12 -22 -23 -24 -21 -20 -10 28 -8 -2
right_child=3 12 11 14 -6 -7 27 8 9 -11 17 -13 -14 15 -16 -17 -18 -19 25 24 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.13686903588706628 -0.1747852000200914 0.078066145633361936 -0.00013551241878805489 -0.12243045006124748 0.11972851373610044 0.1830801609605551 -0.13686629175036044 -0.15716395124241159 0.010198267049748791 -0.30129413780840963 -0.18667857762248743 -0.21634885806002116 0.022748910221593897 -0.11226461483300597 -0.32965759503153658 -0.28183809323952747 0.054578642652848286 0.10440337001745191 0.17952632339937347 0.25209778929129245 0.1187453031031923 0.069688790775470286 -0.18398745894432067 -0.0087816752596935072 0.026399464055895806 0.041315844129238811 -0.15626101721893065 -0.20459404555814609 0.063173928874589155 -0.052110197574295331
leaf_weight=40 36 319 29 42 21 25 27 27 88 22 21 38 837 69 26 26 37 70 28 20 44 102 20 706 25 175 20 28 21 132
leaf_count=40 36 319 29 42 21 25 27 27 88 22 21 38 837 69 26 26 37 70 28 20 44 102 20 706 25 175 20 28 21 132
internal_value=0 0.0136985 -0.00413681 -0.0962065 -0.0738665 0.00113027 -0.00193492 0.00371161 0.00782215 -0.068125 0.0157972 -0.122764 0.0380138 -0.0874182 -0.201664 -0.158674 -0.0543971 0.0196535 0.0144541 0.00451506 -0.00164257 0.00281358 -0.00334705 -0.0136083 0.12671 0.0603794 -0.0206275 -0.106544 -0.0493487 -0.0783977
internal_weight=0 2732 1576 389 321 1509 1484 1408 1368 130 1238 67 1156 300 68 95 205 1211 1141 938 893 872 828 726 45 203 108 76 48 168
internal_count=3121 2732 1576 389 321 1509 1484 1408 1368 130 1238 67 1156 300 68 95 205 1211 1141 938 893 872 828 726 45 203 108 76 48 168
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=1 4 52 123 3 132 130 1419 123 15 12 13 13 9 50 4 48 0 48 0 15 1 1429 15 157 1 3 47 50 3
split_gain=333.163 98.2428 103.408 96.6944 80.2328 118.843 81.1865 76.6653 74.752 73.2255 70.8927 70.3302 74.4622 81.6006 85.1335 75.0431 95.937 69.8661 120.85 69.3861 54.5901 98.2557 54.3783 59.171 54.21 56.8503 73.2483 60.301 45.7724 43.7073
threshold=0.11690500000000002 0.0067750000000000006 0.039215000000000007 0.084025000000000016 0.31299000000000005 0.10365500000000001 -0.0060099999999999989 0.082370000000000013 0.089295000000000013 -0.15914499999999995 -0.093619999999999995 -0.17933499999999997 -0.085384999999999975 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.059649999999999988 0.093265000000000015 -0.10474999999999998 0.083985000000000018 -0.070889999999999995 -0.41942499999999994 0.13869000000000004 0.084770000000000012 0.087065000000000017 -0.029304999999999998 0.10871500000000002 0.092670000000000016 0.10954500000000002 0.12024000000000001 -0.010424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 24 6 20 -2 9 28 -1 -11 -12 -13 -14 -15 16 22 18 -17 -4 -6 -22 23 -16 -3 26 -26 -27 -8 -10
right_child=4 2 19 -5 5 -7 8 -9 29 10 11 12 13 14 15 17 -18 -19 -20 -21 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.13885578275753224 -0.20144805005855032 -0.14997163434059194 0.065150195426356639 -0.2201134266331792 -0.10041082914918663 0.0065355255833960003 -0.028135123699664689 0.11041012485189601 -0.05516318554757163 -0.12804159697364359 -0.10198296443559229 0.058040367499387895 -0.18546616899825277 0.21296218424325897 0.066733287621033005 -0.31178848509277618 -0.18906066084280612 -0.0045698140686807115 -0.031165844100739873 -0.10126362341145674 -0.17322606680466346 -0.4656621553003788 -0.11016837083376373 0.014278548026619398 -0.022167074883414128 0.15253934237090025 -0.17051944790216977 -0.067514176890254018 0.11072237112426334 -0.20937699465190662
leaf_weight=49 36 39 152 32 20 28 156 94 40 34 48 416 21 21 374 21 20 473 57 30 27 20 26 506 227 33 39 20 28 34
leaf_count=49 36 39 152 32 20 28 156 94 40 34 48 416 21 21 374 21 20 473 57 30 27 20 26 506 227 33 39 20 28 34
internal_value=0 0.0123287 -0.0245215 -0.0535672 -0.0865859 -0.16648 -0.0607698 0.0220871 -0.0411403 0.0180685 0.0151342 0.0175891 0.0205552 0.0102893 0.0130336 0.010191 0.0275784 -0.01903 -0.106718 0.0377193 -0.238785 -0.297667 0.0323607 0.0365718 -0.0386803 -0.0250742 -0.043918 0.0695003 -0.00700464 -0.126018
internal_weight=0 2732 572 390 389 95 294 2160 258 2066 2017 1983 1935 1519 1498 1477 926 551 78 182 67 47 906 880 358 319 266 53 184 74
internal_count=3121 2732 572 390 389 95 294 2160 258 2066 2017 1983 1935 1519 1498 1477 926 551 78 182 67 47 906 880 358 319 266 53 184 74
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=4 123 147 2 149 52 14 10 14 48 0 15 0 157 106 4 0 11 16 12 41 39 13 1 4 4 15 151 16 3
split_gain=271.204 121.928 111.265 101.812 94.0834 69.1102 65.4874 62.7448 60.6749 61.9557 64.351 62.6557 108.924 101.821 58.3534 53.7511 92.3255 68.0087 70.4809 50.8382 50.4702 44.7149 45.7444 63.7226 81.3104 44.2997 41.0604 39.4618 37.3587 55.2844
threshold=0.27287000000000006 0.11135500000000001 0.095485000000000014 0.17025000000000004 0.07770500000000001 0.12492500000000002 -0.47013499999999991 -1.0000000180025095e-35 0.076175000000000007 0.092475000000000016 0.041630000000000007 -0.11713499999999999 -0.10474999999999998 -0.078754999999999978 0.085655000000000009 -0.42529999999999996 1.0000000180025095e-35 0.096435000000000007 0.19444000000000003 0.086700000000000013 0.081560000000000007 0.092310000000000017 -0.23438999999999996 0.10828500000000001 0.024790000000000003 0.51608000000000009 0.090455000000000021 -0.087374999999999994 0.013515000000000001 -0.097604999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 -2 25 9 11 21 -1 13 -13 15 17 19 18 -14 -17 -9 22 -11 -24 -25 -8 -10 -15 -21 -30
right_child=4 -3 -4 -5 -6 -7 7 20 26 10 -12 12 14 27 -16 16 -18 -19 -20 28 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.10102600550485984 0.028594326972961426 -0.22397105446593329 -0.17914052709937098 -0.16281462977640332 0.093186453799717128 0.058481633147368067 -0.3231988280117512 -0.12117619563006994 0.15370214685867981 -0.14589748072127504 -0.19850961909230269 -0.26065583499995143 0.24618980522666659 -0.1431521134164471 -0.13593291121980419 0.047110282260412112 -0.12368372661347332 -0.092889639586210257 0.068963942452605842 0.02116746622453692 0.035324827662628629 -0.15676804291350502 -0.017811358445298277 0.25230376408858735 -0.019575932215560567 -0.1286322604526173 0.019492132030427458 -0.0081089161885108136 -0.161957182392478 -0.0065180285910523871
leaf_weight=90 30 22 30 32 28 26 25 198 53 21 21 22 28 26 23 587 44 20 113 927 23 21 181 22 22 22 40 129 25 270
leaf_count=90 30 22 30 32 28 26 25 198 53 21 21 22 28 26 23 587 44 20 113 927 23 21 181 22 22 22 40 129 25 270
internal_value=0 0.0105102 0.0123881 0.0145029 -0.0826782 -0.0978764 -0.111518 -0.127203 0.0166162 0.0137687 -0.0299601 0.0192348 0.01591 -0.0593358 0.0224483 0.024257 0.0194415 0.0796798 0.104158 0.0229227 -0.104889 -0.0167034 -0.00474671 0.00842736 0.116364 -0.232125 0.0959774 -0.0307613 0.011304 -0.0196908
internal_weight=0 2769 2747 2717 352 324 298 268 2685 2592 288 2304 2214 177 2037 2014 1853 161 141 1809 221 267 246 225 44 47 93 155 1222 295
internal_count=3121 2769 2747 2717 352 324 298 268 2685 2592 288 2304 2214 177 2037 2014 1853 161 141 1809 221 267 246 225 44 47 93 155 1222 295
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=2 30 3 31 4 12 2 40 3 48 12 1 3 2 15 16 1 4 41 0 12 4 15 133 12 49 49 484 43 13
split_gain=223.014 160.913 104.421 84.2146 74.2039 69.3828 111.99 62.6511 61.8735 63.8998 60.9428 56.3407 76.6718 67.8405 77.3433 61.3369 89.7447 57.3268 55.5387 51.2807 50.1618 48.9145 48.0491 44.6263 44.2554 42.2004 41.3214 36.0273 56.149 32.6326
threshold=0.13754500000000003 0.086430000000000021 0.30112000000000005 -0.081689999999999985 -0.082249999999999976 -0.42850999999999995 0.31358000000000003 -0.10541499999999999 -0.16186999999999999 -0.09386499999999999 -0.12529499999999996 0.095695000000000016 0.092670000000000016 0.096015000000000017 -0.46471999999999997 -0.015314999999999997 0.10612500000000001 0.024790000000000003 0.085095000000000018 -0.087519999999999987 -1.0000000180025095e-35 0.40945500000000007 -0.21699999999999997 0.0068000000000000014 0.11734000000000001 -1.0000000180025095e-35 -0.0069299999999999995 0.085505000000000012 -0.010344999999999998 0.11217000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 18 -2 -7 -6 29 -10 -11 12 22 23 -15 16 -16 -17 19 -1 -21 -18 -12 26 -24 -22 -13 -27 -29 -9
right_child=5 3 -4 -5 7 6 -8 8 9 10 11 13 -14 14 15 17 21 -19 -20 20 25 -23 24 -25 -26 27 -28 28 -30 -31
leaf_value=0.11582196433978376 0.076119845472276224 -0.04770836818031967 -0.11551713824019316 -0.26935032722850644 0.18040196692571045 -0.087088625341843653 -0.30418166664562057 -0.043859763826642723 0.14560005424427799 0.15829601961374284 0.10878692205228352 0.12746021607342889 -0.1407068082780549 0.063292976282536981 -0.18282404558999199 -0.11576848750984348 0.14669086068868639 -0.32590443611145026 -0.12221725329756737 -0.11977719841524959 0.16336422601231823 -0.048359498704990581 0.012613001630050504 -0.071399746071547268 -0.10816703364253044 0.043006913168450858 0.0052091169838063625 -0.17520339868962764 0.05166651306984326 -0.20398428846150637
leaf_weight=93 20 40 64 30 20 157 28 35 32 25 51 34 33 32 35 37 20 20 20 20 27 36 1419 60 31 490 148 20 24 20
leaf_count=93 20 40 64 30 20 157 28 35 32 25 51 34 33 32 35 37 20 20 20 20 27 36 1419 60 31 490 148 20 24 20
internal_value=0 0.00708766 0.0107718 -0.142698 0.013677 -0.100818 -0.119946 0.00426142 0.00255793 0.00541708 0.00315264 0.00116972 0.0100714 -0.0311884 -0.0776784 -0.108159 -0.0572084 -0.1895 0.0420053 0.0468784 0.0358427 0.0213013 0.0133863 0.00339096 0.0100308 0.0413906 0.0280472 0.0352234 -0.0514562 -0.102087
internal_weight=0 2916 2846 70 2782 205 185 2088 2068 2013 1981 1956 1534 422 180 148 91 57 694 674 581 56 1501 242 1450 561 182 534 44 55
internal_count=3121 2916 2846 70 2782 205 185 2088 2068 2013 1981 1956 1534 422 180 148 91 57 694 674 581 56 1501 242 1450 561 182 534 44 55
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=3 4 132 44 12 2 97 16 151 156 48 3 48 16 11 43 13 4 3 39 13 4 448 43 3 0 14 48 3 133
split_gain=193.562 113.545 86.1483 79.2315 78.8573 77.6906 75.2192 71.9879 78.7402 63.3199 61.4821 59.6682 57.2178 86.5555 49.2659 52.5617 57.1005 99.6892 100.215 46.0717 47.4079 49.1269 44.5286 42.4728 44.0189 41.9559 123.533 70.0316 63.2569 58.3025
threshold=0.31370500000000007 0.0067750000000000006 0.10365500000000001 0.081805000000000017 -0.12529499999999996 0.17025000000000004 -0.0047149999999999996 -0.42170999999999997 0.015440000000000001 -0.0071349999999999998 0.12230500000000001 -0.14989499999999997 0.092680000000000026 0.23311500000000004 0.10458500000000001 -0.23229999999999998 0.030370000000000005 -0.27825499999999997 -0.10831999999999999 0.098220000000000016 -0.086254999999999984 0.23246000000000003 -0.013069999999999998 -0.04890499999999999 -0.080289999999999986 -0.11173999999999999 0.019675000000000002 0.083985000000000018 -0.10831999999999999 0.087035000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 9 -3 6 -6 10 19 -1 11 -8 14 -14 15 -11 25 -18 -19 20 21 -9 -13 -24 -25 26 27 -17 -27 -30
right_child=2 4 -4 -5 5 -7 7 8 -10 12 -12 22 13 -15 -16 16 17 18 -20 -21 -22 -23 23 24 -26 28 -28 -29 29 -31
leaf_value=0.087069927338968248 -0.18565021703121787 0.15497243393860435 0.015871898881320297 0.20523449571972546 -0.17043529427477291 -0.21003182027488948 -0.069683434672298886 -0.040203968481141696 -0.22024765460131071 0.085379457969444794 -0.12687294115126133 -0.079115451276302345 -0.0081409134749669144 -0.17961732856929302 -0.14046232232823969 -0.21609818317434371 0.062444175587240927 -0.28434435187474544 -0.049344943674974322 -0.13129520651418716 -0.0070627126795161895 -0.21736332113328191 0.026235695284457856 0.25694194220006467 0.088451605090412555 -0.12002202195425829 0.10999199580998185 -0.030077112484723331 0.040510030616576542 -0.002479886232164278
leaf_weight=114 79 23 29 22 35 24 42 49 24 107 25 20 144 37 20 34 59 23 86 44 323 23 81 20 69 30 39 50 981 465
leaf_count=114 79 23 29 22 35 24 42 49 24 107 25 20 144 37 20 34 59 23 86 44 323 23 81 20 69 30 39 50 981 465
internal_value=0 0.00471493 -0.131538 0.0164066 -0.0275174 -0.0329054 -0.0272749 -0.0203157 -0.0438737 0.0145088 0.0221255 0.0381814 0.0105223 -0.0431941 0.0156558 0.0173219 0.0132007 -0.0422582 -0.098932 -0.0342314 -0.0234193 -0.0967965 0.0620252 0.0786299 0.126315 0.0190275 -0.0370854 -0.105371 0.0237036 0.0266855
internal_weight=0 3013 108 2211 802 779 755 720 463 2189 257 232 2075 181 1894 1874 1767 168 109 439 395 72 190 170 89 1599 123 84 1476 1446
internal_count=3121 3013 108 2211 802 779 755 720 463 2189 257 232 2075 181 1894 1874 1767 168 109 439 395 72 190 170 89 1599 123 84 1476 1446
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=96 2 1348 123 44 15 3 3 50 1456 158 1186 1209 129 0 15 49 129 2 1 131 2 38 133 41 43 43 3 13 49
split_gain=169.419 138.075 75.6045 63.0117 54.0571 60.904 59.6132 57.9187 54.9051 52.6278 58.3221 73.4435 56.0494 53.7733 57.9596 55.2637 53.697 53.5951 41.7455 61.0132 41.1042 68.9042 37.8067 37.6579 35.4615 35.1587 34.3154 46.4376 32.8782 31.9445
threshold=0.088850000000000026 0.13754500000000003 0.090205000000000021 0.11410500000000003 0.081805000000000017 0.024640000000000006 -0.15327499999999997 -0.0069549999999999994 0.081075000000000022 0.056325000000000007 0.083065000000000014 0.060550000000000007 0.086895000000000014 0.093420000000000017 -0.11173999999999999 -0.015039999999999998 0.065470000000000014 0.084115000000000009 0.10276500000000001 0.10612500000000001 0.086835000000000009 0.31358000000000003 1.0000000180025095e-35 0.093255000000000018 0.08110500000000001 0.0051600000000000005 -0.00045499999999999995 0.14121000000000003 0.26746000000000009 -0.094719999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 24 25 -6 10 11 12 13 14 15 18 -12 -13 -1 -20 21 -3 28 -11 -7 -8 -21 -28 29 -16
right_child=-2 20 -4 -5 8 6 7 -9 -10 23 16 17 -14 -15 22 -17 -18 -19 19 26 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.016073814913028114 -0.26466695377603172 -0.071489560431769114 -0.142853302023176 -0.16749815922230482 0.23754990300873208 0.19667059101630002 0.027087968310935507 0.12581156042276645 0.0060378877259790898 0.072095596926167002 -0.0035807494844855934 -0.26024039550906136 -0.16088533996557819 -0.11949160677749059 0.090586792768256097 -0.18753481025879201 0.10069242778537407 -0.031506931111216545 -0.18362658992941894 -0.13510449649322601 0.026347414962947371 -0.25423925121625268 0.14139798864722253 -0.053340565438928282 0.026928166411817073 -0.015921014210995867 0.098062665664380599 -0.079601944576383435 0.12614232693754493 -0.0042813948589180062
leaf_weight=95 24 147 33 20 21 32 783 51 20 137 116 21 25 43 37 26 86 20 35 21 32 24 20 29 20 251 31 28 21 872
leaf_count=95 24 147 33 20 21 32 783 51 20 137 116 21 25 43 37 26 86 20 35 21 32 24 20 29 20 251 31 28 21 872
internal_value=0 0.00205102 0.00764326 0.00937915 0.0106243 0.00895515 0.0267917 0.0217789 0.124617 -0.00323975 -0.00916361 -0.0169592 -0.012653 -0.00963774 -0.00565484 -0.0500082 0.0408128 -0.148663 -0.0329811 -0.0735047 -0.0776729 -0.0971386 0.00536346 0.0501821 0.131385 0.0166477 -0.0253263 0.0137473 0.00243798 -0.000419873
internal_weight=0 3097 2894 2861 2841 2800 1137 1085 41 1663 1497 1295 1254 1229 1186 236 202 41 210 115 203 171 950 166 52 1034 80 59 930 909
internal_count=3121 3097 2894 2861 2841 2800 1137 1085 41 1663 1497 1295 1254 1229 1186 236 202 41 210 115 203 171 950 166 52 1034 80 59 930 909
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=3 97 13 2 132 1375 10 33 52 158 1456 15 12 1209 133 14 42 40 1186 1 13 151 15 129 42 1 47 1455 43 159
split_gain=139.348 86.1795 107.083 74.2739 65.2796 51.574 49.9949 62.7094 45.6522 44.6555 53.1157 44.2786 49.7551 48.5599 43.8786 47.1801 42.7487 40.9781 39.1021 37.9917 35.145 34.5239 37.8865 41.0832 38.477 59.1902 34.0576 29.0099 27.0887 26.6546
threshold=0.31370500000000007 -0.0047149999999999996 -0.0095349999999999983 0.12043500000000001 0.10365500000000001 -0.27302499999999996 0.058500000000000003 0.083840000000000012 -0.43320999999999993 0.07968500000000002 0.056325000000000007 1.0000000180025095e-35 0.081420000000000006 0.086895000000000014 -0.059434999999999995 -1.0000000180025095e-35 0.08426500000000002 -0.065969999999999987 0.083980000000000013 0.14754500000000001 -1.0000000180025095e-35 0.10365500000000001 -0.11713499999999999 0.10061000000000002 0.086375000000000021 0.10871500000000002 0.096850000000000006 -0.23681499999999997 0.0051600000000000005 0.089270000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 19 -3 7 9 -5 10 11 13 -13 18 -10 20 -12 -11 21 -2 -16 22 24 27 25 26 -7 -24 -14 -17
right_child=4 3 -4 8 -6 6 -8 -9 14 17 16 12 28 -15 15 29 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.026295343637078378 -0.11833592170249607 -0.12325363568961621 -0.30170535907149315 0.0997300209034057 0.016711998186555915 0.089061283836500693 -0.08688260636159352 0.17597264445697269 -0.15442432091646904 0.17903108570886694 0.11777215726354993 0.11505979735117694 0.024497760386057998 -0.15307524236647979 -0.0222215598932019 -0.081275619273546387 0.020427030207471806 0.039751701011694611 -0.11515380220953375 -0.27781994074583055 0.15267609164118767 -0.087681424034678421 0.11198804066294717 -0.14908881932962686 -0.032583996752897901 0.22397217183289203 -0.03626125055764403 -0.0070561124957533644 -0.014798149418264154 0.011434304541762686
leaf_weight=48 59 28 20 21 29 57 49 24 37 23 76 52 692 23 27 138 111 259 32 20 20 46 21 20 45 22 35 812 235 40
leaf_count=48 59 28 20 21 29 57 49 24 37 23 76 52 692 23 27 138 111 259 32 20 20 46 21 20 45 22 35 812 235 40
internal_value=0 0.00400052 -0.107298 0.00657041 -0.111607 0.0117484 0.0131835 0.0150803 -0.042136 0.0135726 0.00892758 0.00436322 0.0198754 -0.00928134 -0.053507 -0.0369117 0.0599898 0.0511114 -0.00624716 -0.158712 0.052203 -0.00295319 0.000898089 -0.00745556 0.0457136 0.0766205 0.0413842 -0.004055 0.014536 -0.0604419
internal_weight=0 3013 68 2945 108 2662 2634 2585 283 2561 2279 2092 979 1113 262 225 187 282 1090 79 47 1058 1012 853 159 114 92 833 927 178
internal_count=3121 3013 68 2945 108 2662 2634 2585 283 2561 2279 2092 979 1113 262 225 187 282 1090 79 47 1058 1012 853 159 114 92 833 927 178
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=96 2 39 10 52 44 41 0 148 295 14 15 33 456 1375 12 484 15 11 4 48 4 3 48 160 0 0 123 15 132
split_gain=124.156 90.4911 74.259 63.8239 57.9818 64.5157 47.983 61.6371 44.6787 40.735 40.5622 51.0278 39.8431 40.1458 42.6852 36.9414 37.8636 35.9094 62.3066 52.0698 66.2228 46.6981 37.2921 67.6004 35.5867 34.0887 30.2288 29.5816 36.6406 27.8347
threshold=0.088850000000000026 0.11362000000000001 -0.06920999999999998 0.058500000000000003 -0.53299999999999992 0.083555000000000018 0.093020000000000019 0.089620000000000019 -0.066239999999999979 0.084000000000000005 -0.10708499999999999 -0.41942499999999994 0.083840000000000012 0.060100000000000008 -0.22860499999999997 0.08401500000000002 -0.0068949999999999992 -0.11345499999999999 0.097680000000000017 -0.082769999999999982 0.092475000000000016 -0.50940999999999981 -0.092984999999999984 1.0000000180025095e-35 0.010565000000000001 -0.18113999999999997 -0.084044999999999995 0.083855000000000013 -0.43375999999999998 -0.076764999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 -4 6 7 8 -6 10 25 -12 13 14 -13 16 -15 -16 19 20 21 -19 23 -21 29 -1 -23 28 -5 -10
right_child=-2 2 4 27 5 -7 -8 -9 24 -11 11 12 -14 15 17 -17 -18 18 -20 22 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.022725099378398488 -0.22656982411475235 -0.21676037054170263 0.10339753892152542 -0.041219392757524148 -0.16774475880499398 0.11488820896125758 0.099954595452263248 -0.2262316913949326 -0.15459956850694576 -0.12062856347664544 -0.14765946447849274 -0.12475416633145263 0.14371982092928628 0.18480772885183494 0.057980594536761798 0.018116497036069632 0.041693141394735955 0.12377403099563417 -0.16964751765830444 -0.021665456787505675 -0.13003361735512348 0.061162905836439074 0.0024808742566409508 -0.21820755126398234 0.045518065531960812 0.20514501851052047 0.010943118633000258 0.0059279111801120252 -0.22173391710156981 -0.040237478016336502
leaf_weight=21 24 22 31 22 28 26 21 20 23 23 20 24 23 36 142 100 38 59 20 105 24 192 1340 21 46 20 319 23 23 285
leaf_count=21 24 22 31 22 28 26 21 20 23 23 20 24 23 36 142 100 38 59 20 105 24 192 1340 21 46 20 319 23 23 285
internal_value=0 0.00175579 -0.0371084 0.00927401 -0.0288743 -0.0380067 -0.0474044 -0.0551023 -0.0461427 0.0118466 0.0130635 0.0114213 0.0127237 0.0114787 0.00789373 0.0577533 0.111316 0.00932648 0.0060049 0.00771026 0.0326869 0.0395382 -0.00240986 -0.0544225 -0.0365244 0.11171 0.0298124 -0.0863289 -0.133482 -0.0487775
internal_weight=0 3097 502 2595 480 449 423 402 382 2527 2504 2463 2443 2420 2246 174 74 2222 2080 2060 594 570 1466 126 354 41 511 68 45 308
internal_count=3121 3097 502 2595 480 449 423 402 382 2527 2504 2463 2443 2420 2246 174 74 2222 2080 2060 594 570 1466 126 354 41 511 68 45 308
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=1 1348 123 44 0 97 13 149 3 4 1 40 457 2 0 160 40 48 4 4 156 15 43 2 133 15 16 16 133 1
split_gain=101.27 74.2293 75.68 73.5233 48.138 45.108 81.5072 39.9404 51.705 49.2318 52.3719 42.1788 41.6676 38.4384 36.1429 46.5003 34.1764 28.5846 44.1045 29.3093 49.7155 90.2048 39.2426 33.5952 32.0774 40.0001 57.5069 29.2268 29.5557 29.4656
threshold=0.14627000000000004 0.091105000000000005 0.11679000000000002 0.081805000000000017 -0.0058249999999999994 -0.0047149999999999996 -0.01163 0.07770500000000001 -0.087429999999999994 0.27834500000000006 0.104035 0.0046150000000000002 0.31508000000000008 0.11411 -0.16360999999999995 -0.022194999999999996 -0.065259999999999999 0.093265000000000015 -0.35136499999999998 -0.39518999999999993 0.088610000000000008 -1.0000000180025095e-35 -0.0011349999999999999 -0.080614999999999978 -0.089569999999999983 0.050935000000000008 -0.0083599999999999976 -0.45661999999999997 0.087285000000000015 0.10124500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 16 6 -1 9 -9 11 -11 12 14 -12 15 -7 -2 19 -19 -16 22 -22 27 -24 -25 26 -26 -21 -29 -30
right_child=4 -3 -4 -5 -6 7 -8 8 -10 10 13 -13 -14 -15 17 -17 -18 18 -20 20 21 -23 23 24 25 -27 -28 28 29 -31
leaf_value=0.013486173720351267 -0.16374128482171468 -0.15086217801417076 -0.16198926145831746 0.12642863336205484 -0.22280948460102082 -0.019454630810235227 -0.22442601441095272 0.21689946830272674 0.02492662540815295 -0.18821099237962202 0.031758235504074112 -0.11641986317139258 -0.11924275137484074 -0.06056205542497653 0.051861812307681214 0.14613906879920166 -0.0081054540221081224 -0.16041260896758602 -0.011049732574715447 0.11057314212537475 -0.01653164375216273 -0.2443138508498669 0.11042691330340776 0.011139554229145074 -0.051024832468533871 -0.012039156791582753 -0.24360668689012527 0.030091781899547723 0.0051996070266272718 -0.10427563942682286
leaf_weight=36 21 31 27 50 25 28 24 20 47 22 73 27 25 118 169 43 43 22 195 36 133 20 22 234 69 176 20 887 452 26
leaf_count=36 21 31 27 50 25 28 24 20 47 22 73 27 25 118 169 43 43 22 195 36 133 20 22 234 69 176 20 887 452 26
internal_value=0 0.00308619 0.00467646 0.00618957 -0.105139 0.0041335 -0.0816787 0.00593124 0.082232 0.00410351 -0.0421062 0.00791259 0.00922545 -0.0252773 0.0104939 0.0808345 -0.0591735 0.00846456 -0.0261925 0.011816 0.00855442 -0.0463071 0.0129216 -0.01051 -0.0158418 -0.0396669 -0.0943017 0.0216353 0.0192897 -0.000755113
internal_weight=0 3032 3001 2974 89 2924 60 2864 67 2797 213 2584 2557 191 2532 71 64 2461 217 2244 2075 153 1922 521 499 265 89 1401 1365 478
internal_count=3121 3032 3001 2974 89 2924 60 2864 67 2797 213 2584 2557 191 2532 71 64 2461 217 2244 2075 153 1922 521 499 265 89 1401 1365 478
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=96 4 1 1348 16 151 2 2 157 45 121 40 13 156 402 43 2 133 48 456 13 16 51 49 1429 160 151 401 40 0
split_gain=89.9576 69.2555 56.8437 51.0519 53.0298 47.7002 46.2949 46.0164 44.704 43.8878 35.9712 45.9057 36.8975 32.8881 33.3352 41.1919 29.8486 34.9414 28.3835 29.9462 27.8683 35.2882 34.0304 26.8699 26.3285 89.2459 26.2602 25.4563 25.4244 25.1594
threshold=0.088850000000000026 0.024790000000000003 0.14173500000000003 0.090205000000000021 -0.45661999999999997 0.043560000000000008 0.11548000000000001 0.16394500000000004 -0.078754999999999978 0.08572500000000001 -0.081149999999999986 1.0000000180025095e-35 0.26746000000000009 -0.077649999999999983 0.089785000000000018 -0.50775499999999985 0.14960000000000004 0.11830000000000002 0.11765000000000002 0.077935000000000018 -0.17933499999999997 -0.097644999999999996 0.08955500000000001 0.036705000000000008 0.084770000000000012 -0.081069999999999989 -0.016164999999999995 0.091505000000000017 -0.078819999999999987 -0.14226499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 6 23 8 -6 10 -1 12 13 -12 15 -15 17 27 19 20 -17 -22 24 -3 -23 -26 -8 28 -10 -30
right_child=-2 3 -4 -5 7 -7 26 -9 16 -11 11 -13 -14 14 -16 18 -18 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.13754155703566293 -0.19285768836271019 0.0061824772027858459 -0.15359110931555431 -0.17804498346965938 -0.17936013162136077 0.13887526648385184 -0.12966481122120674 -0.18111205426129429 -0.10717517323791981 0.1491272825261821 0.064934203167436561 -0.13469488289715215 0.10009959510631034 -0.12331706933104075 0.043426692138203021 -0.072710819776963309 0.09285671949386598 -0.11761184346883796 0.10521294034465596 0.043379832230180319 0.051127198891388996 0.0050891278690753331 -0.047862196833011697 0.096000617769147673 -0.20723807078141432 0.011977524227247788 -0.016941515691277963 -0.12008030807971955 0.081030163374440425 -0.016511064284170669
leaf_weight=22 24 104 21 21 20 28 31 22 28 23 99 22 45 26 213 54 20 43 27 159 126 1229 158 49 26 65 62 25 29 300
leaf_count=22 24 104 21 21 20 28 31 22 28 23 99 22 45 26 213 54 20 43 27 159 126 1229 158 49 26 65 62 25 29 300
internal_value=0 0.00149454 0.0101858 -0.0242348 -0.0199904 0.0152027 0.00112612 -0.039791 -0.0331048 0.0116851 0.0102931 0.00904836 0.0104684 0.00861988 0.00594339 0.0016739 -0.0265315 -0.0321498 0.00343625 0.00192388 -0.00205169 0.000327112 -0.00400361 0.0349478 0.00124613 -0.0506555 -0.0545159 -0.0225297 -0.0156985 -0.00791321
internal_weight=0 3097 2315 782 761 274 246 487 465 2294 2271 2249 2227 2182 2083 1870 445 425 1844 1817 1658 1604 1478 153 1320 91 93 382 357 329
internal_count=3121 3097 2315 782 761 274 246 487 465 2294 2271 2249 2227 2182 2083 1870 445 425 1844 1817 1658 1604 1478 153 1320 91 93 382 357 329
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=3 132 2 15 1375 30 33 11 4 16 43 13 12 42 1452 48 51 16 3 3 13 484 15 4 3 47 52 52 2 13
split_gain=75.0791 51.242 48.8998 40.7738 39.1081 35.5026 40.4322 44.6981 41.5974 68.1133 44.9877 93.4086 59.5856 40.4005 39.3387 38.4554 37.5861 36.707 39.0197 135.546 35.7885 30.1244 28.9635 71.8589 24.781 24.597 23.965 36.3137 25.898 23.1509
threshold=0.31370500000000007 0.10365500000000001 0.17025000000000004 -0.084564999999999987 -0.27302499999999996 0.086065000000000016 0.083840000000000012 0.106895 -0.39518999999999993 0.19444000000000003 -0.23229999999999998 0.056795000000000005 0.083815000000000014 0.11159000000000001 0.086765000000000023 0.089830000000000007 -1.0000000180025095e-35 -0.011734999999999997 -0.10115999999999999 -0.13927999999999999 -0.01163 -0.067484999999999989 -0.41942499999999994 0.015030000000000002 -0.00083499999999999991 0.13206500000000002 -0.091869999999999993 -0.080114999999999978 0.089885000000000007 -0.081224999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 22 4 -4 -1 6 7 8 9 -6 16 13 -13 14 17 -11 -10 25 19 -19 24 29 -2 -24 -7 26 28 -28 -12 -16
right_child=1 -3 3 -5 5 20 -8 -9 10 15 11 12 -14 -15 21 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10722564481679471 -0.01965806677937508 0.031766248250315932 -0.011484586680307985 -0.20228602680422011 0.16143274906684052 0.069973550112918018 0.13147568562282966 -0.14276544302701952 0.17863765250552785 0.039869053949951196 0.031117170772382192 -0.18295642814120733 -0.039484011125575785 -0.036190330144187474 0.081053418427705776 -0.10923508256673814 0.036632629059499405 0.065903603468640631 -0.0058046282829939001 -0.29379675991833215 -0.16125689725577833 0.12199463810495757 -0.057536293729208411 -0.27905452935783953 -0.08744636116549373 -0.088247075541452932 -0.089611141511704781 0.01828611517099183 0.1737651251256466 -0.056447696452960376
leaf_weight=31 20 29 24 21 44 20 26 20 22 128 35 37 133 206 25 20 122 22 624 20 25 54 32 27 20 22 32 1236 20 24
leaf_count=31 20 29 24 21 44 20 26 20 22 128 35 37 133 206 25 20 122 22 624 20 25 54 32 27 20 22 32 1236 20 24
internal_value=0 -0.081922 0.00293647 -0.100525 0.00450512 0.00568444 0.00733847 0.0062044 0.00725868 0.0521957 0.00398309 0.000840256 -0.0707104 0.00608319 0.0102026 0.0197198 0.0583278 0.00711532 -0.0120843 -0.105382 -0.0673981 0.0704787 -0.123656 -0.158909 -0.00873641 0.0166223 0.0183662 0.0155632 0.0829892 0.0137059
internal_weight=0 108 3013 45 2968 2937 2872 2846 2826 192 2634 2490 170 2320 2114 148 144 2011 666 42 65 103 79 59 40 1345 1323 1268 55 49
internal_count=3121 108 3013 45 2968 2937 2872 2846 2826 192 2634 2490 170 2320 2114 148 144 2011 666 42 65 103 79 59 40 1345 1323 1268 55 49
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=96 4 1 1348 16 45 38 124 157 151 48 2 39 40 13 13 13 160 3 3 157 52 124 49 0 12 2 4 457 3
split_gain=68.0129 48.5715 42.4012 39.7666 41.5662 36.4348 35.1716 45.5481 37.0368 33.7592 34.9197 29.4864 28.3623 30.0796 29.3906 27.9759 43.8382 40.086 65.1069 35.4674 29.706 29.5435 25.3414 26.0565 34.1158 31.9107 35.8541 24.9972 23.2585 57.3597
threshold=0.090365000000000015 0.024790000000000003 0.14173500000000003 0.090205000000000021 -0.45661999999999997 0.08572500000000001 1.0000000180025095e-35 -0.078224999999999989 -0.077384999999999995 0.043560000000000008 0.12118000000000002 0.12299 -1.0000000180025095e-35 1.0000000180025095e-35 0.26746000000000009 -0.085384999999999975 -0.17933499999999997 -0.04016999999999999 -0.11171999999999999 -0.15327499999999997 -0.13847499999999999 -0.57009999999999994 0.05852000000000001 -0.10774499999999999 -0.11173999999999999 -0.087484999999999993 0.14530500000000005 0.50500500000000004 0.080930000000000016 -0.084319999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 9 12 7 27 -9 10 11 -3 -1 14 15 16 -14 18 -17 -18 -20 -19 23 -10 -25 -26 -27 -6 -23 -30
right_child=-2 3 -4 -5 6 -7 -8 8 22 -11 -12 -13 13 -15 -16 17 19 21 20 -21 -22 28 -24 24 25 26 -28 -29 29 -31
leaf_value=0.11900780781415171 -0.17935767290847643 0.033627209225935595 -0.13295177522869336 -0.15605341678573972 -0.21995307520031929 0.13502182189537132 0.095726164765655999 -0.14552119506093172 -0.12658288542181254 0.11459082596935333 -0.10979153898358346 -0.056345111973907638 -0.052697681928755805 -0.10637877424369041 0.08856509192122354 -0.14913095199526885 0.15332816755771639 0.12724870421391513 -0.12124424303571385 0.030882141215472739 -0.0063414035750449533 0.011517842956623578 -0.11588634348784883 0.056173280053413835 -0.1427343242047798 -0.02543907812587461 0.11071089788206988 -0.065483211251822382 -0.19070539789972829 0.0016298812841051731
leaf_weight=23 21 175 21 21 20 23 20 26 20 30 25 46 61 23 45 39 25 21 24 440 360 1122 27 65 21 245 21 22 20 69
leaf_count=23 21 175 21 21 20 23 20 26 20 30 25 46 61 23 45 39 25 21 24 440 360 1122 27 65 21 245 21 22 20 69
internal_value=0 0.001215 0.00849781 -0.020299 -0.0165626 0.00979212 -0.0341337 -0.0396952 -0.0298775 0.0144414 0.00222804 0.0148999 0.00852439 0.0073945 0.00857005 0.00691954 0.0270091 0.000534575 -0.0260257 0.0374653 -0.0135228 0.00965389 -0.0223418 -0.0155523 -0.00924376 -0.0240595 -0.0146904 -0.13904 0.00761468 -0.0415915
internal_weight=0 3100 2316 784 763 2295 487 467 425 276 246 221 2272 2249 2226 2181 526 1655 423 465 384 1232 399 372 352 287 266 42 1211 89
internal_count=3121 3100 2316 784 763 2295 487 467 425 276 246 221 2272 2249 2226 2181 526 1655 423 465 384 1232 399 372 352 287 266 42 1211 89
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=1 147 48 51 48 48 44 1447 0 15 11 9 13 4 4 48 40 42 474 1454 49 14 1429 159 48 2 1212 1 133 0
split_gain=56.8628 41.8751 39.0827 44.4404 37.4029 36.9755 54.467 34.312 31.6229 43.1096 30.8075 29.3102 74.5896 35.355 27.3841 31.7343 26.5739 26.5346 33.3767 25.9875 26.687 25.3105 33.3288 59.0535 40.332 25.4287 31.5651 26.3309 86.8227 41.594
threshold=0.16773500000000005 0.089365000000000014 -0.091489999999999974 -1.0000000180025095e-35 -0.077484999999999984 0.092475000000000016 1.0000000180025095e-35 -0.074869999999999978 -0.030209999999999997 -0.031204999999999997 0.106895 -1.0000000180025095e-35 -0.010739999999999998 -0.50940999999999981 -0.049534999999999989 0.14779000000000003 -0.077714999999999992 0.11387000000000001 0.10381000000000001 0.083800000000000013 -0.0081349999999999981 -0.47071999999999997 0.084770000000000012 0.088800000000000004 -0.089099999999999999 0.086100000000000024 0.12799000000000002 0.084785000000000013 -1.0000000180025095e-35 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 7 19 14 -10 11 12 16 -13 -7 -16 -9 18 21 20 -1 -15 24 -24 -23 -26 27 -27 -29 -30
right_child=-2 2 3 4 -6 8 -8 10 9 -11 -12 13 -14 17 15 -17 -18 -19 -20 -21 -22 22 23 -25 25 26 -28 28 29 -31
leaf_value=0.16725185151211919 -0.15665496069452037 0.054864396452903752 -0.21813826348632573 -0.12653266029964602 0.014212452817038158 0.089634967728963372 0.16430467021736234 0.067550523476354013 -0.20968733405073486 -0.013496742770075799 -0.12087425734847784 0.094507104209200901 -0.2231811205286067 0.1169381394982338 -0.014703644800335723 -0.1452672079950571 -0.07819737920389426 -0.030861790501863592 0.076276998180786482 -0.033601936013311955 0.045243231192058912 0.13314092856924983 -0.014555260193917683 -0.20553754952736203 0.018907555027157116 0.0013237725887617147 0.10600151990354062 -0.17977180201560261 -0.041160451717829956 0.056259709057612496
leaf_weight=20 23 25 20 35 41 23 22 29 21 24 20 44 20 20 269 20 22 199 68 37 173 25 85 20 779 769 25 36 144 63
leaf_count=20 23 25 20 35 41 23 22 29 21 24 20 44 20 20 269 20 22 199 68 37 173 25 85 20 779 769 25 36 144 63
internal_value=0 0.00116303 -0.0565049 -0.0855073 -0.0506044 0.00350694 0.00762081 0.00629401 -0.0266845 -0.105052 0.00271241 0.00376511 -0.059507 0.00573802 -0.0153815 -0.0237392 0.00467888 0.00398887 0.00739855 0.0431689 0.0578866 0.00501618 0.00386591 -0.0509328 0.00699131 0.00525467 -0.00500146 -0.00774362 -0.0364384 -0.0115108
internal_weight=0 3098 121 96 76 2977 2620 2598 357 45 2368 2348 71 2277 312 289 51 2233 2034 230 193 1966 1946 105 1841 1816 1037 1012 243 207
internal_count=3121 3098 121 96 76 2977 2620 2598 357 45 2368 2348 71 2277 312 289 51 2233 2034 230 193 1966 1946 105 1841 1816 1037 1012 243 207
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=96 1375 4 50 40 16 448 0 48 49 483 15 1 48 1 10 48 13 402 1456 133 159 475 483 2 2 132 474 14 49
split_gain=51.4517 33.505 32.885 37.1985 34.2796 34.2157 39.1461 35.9372 31.2196 28.6896 26.8291 26.7659 34.0177 31.8941 28.692 23.9031 28.5472 32.2224 21.9001 26.5903 32.5697 25.5547 87.9924 22.4884 20.5841 19.5208 25.0807 31.2272 37.5301 19.4622
threshold=0.088850000000000026 -0.27302499999999996 0.042705000000000007 -0.23452499999999996 0.051255000000000002 -0.45661999999999997 -0.065209999999999976 -0.15202999999999997 0.12118000000000002 -0.049784999999999989 0.08833000000000002 -0.14809499999999998 0.13756000000000004 0.11926500000000002 0.087135000000000004 -0.084119999999999986 0.092475000000000016 0.038215000000000006 0.088090000000000016 0.056325000000000007 0.087495000000000003 0.088800000000000004 -0.077819999999999986 -0.095084999999999989 0.16394500000000004 0.14445500000000003 0.082230000000000011 0.096510000000000012 -0.44847999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 11 6 9 -7 -8 -4 24 14 13 15 -5 -13 18 -18 19 21 29 23 -23 -17 25 26 27 28 -9 -21
right_child=-2 2 5 4 -6 7 8 10 -10 -11 -12 12 -14 -15 -16 16 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10230997596536913 -0.14585383737770219 0.11867966954285901 0.0044311534427106383 0.02926948164259234 -0.12374662827700376 -0.14260233363934927 0.03925950892009708 0.10470746315043906 -0.074823222778461596 -0.16494887115433812 0.036974585119445451 0.099002942168671226 -0.10806952434090467 0.10609297071350739 0.16451229325362615 0.078902704003625201 -0.019745629553745713 -0.15692795478040356 0.036990524029258537 0.16148866248937946 -0.014830479946620061 -0.22429410809312356 -0.0067412905131156251 0.0019347573661065679 -0.13175195462646938 0.044642302446300165 -0.109321703185283 -0.14693255476653574 -0.029037583292419067 0.05441490213290371
leaf_weight=31 24 30 20 62 20 28 215 23 27 20 59 27 26 32 21 39 119 20 222 24 53 22 120 1425 21 32 42 20 239 58
leaf_count=31 24 30 20 62 20 28 215 23 27 20 59 27 26 32 21 39 119 20 222 24 53 22 120 1425 21 32 42 20 239 58
internal_value=0 0.00113028 0.00217616 0.00804886 0.00659955 -0.0160875 0.0113837 -0.0327834 0.0265313 -0.0802589 -0.0257308 0.00774798 0.00563257 0.00700058 0.0634875 0.00551117 0.00431027 -0.0394841 0.00741135 0.00363962 0.046265 5.65439e-05 -0.0404467 0.00398513 -0.0355441 -0.0298689 -0.037228 -0.0264906 -0.0172966 0.0857536
internal_weight=0 3097 3066 2320 2290 746 282 464 242 40 436 2270 2187 2161 83 2129 2102 139 1963 1741 135 1606 142 1464 377 356 324 282 262 82
internal_count=3121 3097 3066 2320 2290 746 282 464 242 40 436 2270 2187 2161 83 2129 2102 139 1963 1741 135 1606 142 1464 377 356 324 282 262 82
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=96 1348 48 34 34 158 484 0 40 160 49 52 1176 402 16 4 52 475 2 15 475 123 15 52 16 16 475 130 13 4
split_gain=41.6759 29.9787 28.3328 29.6106 28.2553 25.1937 29.4003 44.932 27.5063 25.7346 28.7324 26.6658 33.2328 31.8663 41.1472 57.4811 29.7103 31.4901 31.9003 36.5952 33.2622 26.9828 26.2351 25.9666 30.0663 23.7188 25.1116 22.2405 20.5679 19.643
threshold=0.088850000000000026 0.091105000000000005 0.15068000000000001 -0.11726499999999999 -0.081829999999999986 0.07968500000000002 -0.084724999999999981 -0.064339999999999994 -0.078819999999999987 0.09389500000000002 0.11560500000000001 0.024145000000000003 0.085295000000000024 0.089785000000000018 0.19444000000000003 -0.16363499999999997 -0.53299999999999992 -0.088274999999999978 0.094835000000000017 -0.46471999999999997 -0.085444999999999979 0.084995000000000015 0.084050000000000014 -0.07167999999999998 -0.011734999999999997 -0.29154999999999992 -0.081774999999999973 -0.0087099999999999973 -0.026374999999999999 0.50500500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -7 10 11 12 16 14 15 -13 -8 -18 20 -20 -19 25 -15 24 -11 -22 -27 -17 -12 -21
right_child=-2 -3 -4 4 5 8 9 -9 -10 23 28 13 -14 22 -16 27 17 18 19 29 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.10926955666106482 -0.13126845515022675 -0.095271651155781012 -0.091580606717616322 -0.074835939087132194 0.020627591586564104 0.11542104764305282 0.034299619509269012 0.17552572368156344 0.019474816794471841 0.16927273670832318 -0.079744340773014469 0.13775436282157899 -0.13058357478483865 0.15099167570185204 -0.11927179285826593 0.047732410813720594 -0.11097023380553406 0.095555475716079988 0.066087775863707066 -0.035832605404746996 -0.084843555014384425 0.10203202859215116 0.033798679381531353 -0.040407522678375246 0.032190977087399618 -0.06027664689860051 0.0037490249041887088 -0.0038837121264441521 -0.0078962327415744472 -0.10505208614825581
leaf_weight=26 24 32 32 47 173 33 139 21 316 24 85 33 23 26 26 96 33 35 32 281 38 23 72 25 48 69 546 640 75 48
leaf_count=26 24 32 32 47 173 33 139 21 316 24 85 33 23 26 26 96 33 35 32 281 38 23 72 25 48 69 546 640 75 48
internal_value=0 0.00101726 0.00202256 0.00301013 0.00209136 0.00331284 -6.01076e-05 0.0373949 0.0285471 -0.00306643 -0.00517633 -0.0021475 -0.0114755 0.0110872 0.0044548 0.00863801 -0.00927333 -0.0147545 -0.0117926 -0.0360018 0.0004993 -0.00442225 0.0648907 0.0473972 0.0778849 -0.00817179 -0.00343434 0.00284883 -0.0460655 -0.0459315
internal_weight=0 3097 3065 3033 3007 2960 2611 194 349 2417 2320 2160 1267 893 795 769 1244 1105 1072 361 711 676 98 97 72 653 615 736 160 329
internal_count=3121 3097 3065 3033 3007 2960 2611 194 349 2417 2320 2160 1267 893 795 769 1244 1105 1072 361 711 676 98 97 72 653 615 736 160 329
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=3 132 2 3 15 14 15 3 1 34 2 40 2 457 3 160 43 0 1424 16 156 480 52 0 128 0 0 160 43 52
split_gain=36.8872 46.1353 31.8993 28.6162 28.2548 27.6024 29.66 73.4123 40.4188 26.4975 25.3325 29.6674 52.3203 26.9927 24.0054 21.9709 24.5081 21.7466 20.2367 20.6889 24.7004 23.0744 21.1461 29.3863 22.0724 25.3803 35.0628 34.0197 25.8079 22.446
threshold=0.31370500000000007 0.10512500000000001 0.17025000000000004 0.42240500000000009 -0.084564999999999987 -0.47071999999999997 -0.26481999999999994 0.10732000000000001 0.11212500000000002 -0.11726499999999999 -0.0091949999999999983 -0.061244999999999994 0.093680000000000013 0.31508000000000008 0.40411000000000002 0.08325500000000001 -0.091274999999999981 -0.068944999999999992 1.0000000180025095e-35 -0.083539999999999989 -0.031569999999999994 0.092600000000000016 0.5140450000000002 -0.077809999999999976 0.11170500000000001 -0.14920999999999998 -0.11242999999999999 -1.0000000180025095e-35 -0.50775499999999985 -0.069804999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 -4 -1 7 8 -7 -8 17 12 -12 18 -2 16 -14 -11 19 -13 21 -21 24 -24 25 27 29 -22 -28 -27
right_child=1 -3 4 -5 -6 6 9 -9 -10 10 11 13 15 -15 -16 -17 -18 -19 -20 20 22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=0.10040796486468151 -0.11339975591335033 0.055782845119635265 -0.0073837902008866271 -0.1989608861040324 -0.16621555061567397 -0.18326414591073992 0.11662664512793225 0.12852922120893545 -0.041911377255224959 0.010580824869019645 0.14371972359894289 0.016510121036159783 -0.1095227872106162 -0.096365702876614209 0.014155513159930706 0.074596189688724876 0.020244667278386135 -0.092193823119625457 0.080781819635783056 0.063417064369676396 -0.014804824918974191 -0.055095786564052111 -0.16428136520087722 -0.0030500728207138871 -0.080638805484852277 -0.14704522285277821 -0.10510707097128034 0.12990224183057295 -0.00049728441309211939 -0.0083390029461588716
leaf_weight=29 36 27 24 20 21 25 21 22 106 35 42 786 22 27 25 35 43 50 34 92 32 20 20 26 37 28 24 33 1359 20
leaf_count=29 36 27 24 20 21 25 21 22 106 35 42 786 22 27 25 35 43 50 34 92 32 20 20 26 37 28 24 33 1359 20
internal_value=0 -0.0574221 0.00205828 -0.0951571 -0.0815053 0.00332524 0.0023673 -0.0405004 -0.0688871 0.00472149 0.00387157 0.00557622 0.0500571 0.00308753 -0.061123 0.0107189 -0.0236766 -0.0498749 0.00415692 0.00310514 -0.00312568 0.0422541 -0.0063445 -0.0731506 -0.00433988 -0.00245281 -0.00522881 0.0586618 -0.00231264 -0.089251
internal_weight=0 108 3013 81 45 2968 2939 153 131 2786 2765 2680 142 2538 61 100 65 85 2511 2477 1691 112 1579 46 1533 1496 1431 65 1383 48
internal_count=3121 108 3013 81 45 2968 2939 153 131 2786 2765 2680 142 2538 61 100 65 85 2511 2477 1691 112 1579 46 1533 1496 1431 65 1383 48
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=1 457 10 2 160 97 40 156 123 14 16 4 16 40 4 16 13 12 149 128 474 51 1 51 1 1447 1429 160 13 4
split_gain=34.1689 28.1322 26.4778 42.707 25.7892 35.8549 28.1112 25.4824 21.5813 28.0472 64.5465 34.7724 37.591 31.9506 24.7758 23.2752 34.0459 44.0769 27.1729 25.2934 24.429 20.3078 19.6236 26.6379 38.8196 20.0724 22.0189 33.0156 18.2603 17.5859
threshold=0.16773500000000005 0.31508000000000008 0.058500000000000003 -0.15339499999999998 0.055845000000000006 -0.0047149999999999996 -0.15892999999999999 0.083310000000000009 0.11679000000000002 -0.10708499999999999 -0.13941499999999998 0.26450500000000005 -0.4179199999999999 -0.082239999999999994 0.51164000000000009 -0.071854999999999988 -0.16152999999999998 0.051320000000000005 0.078320000000000015 0.11059000000000001 0.10938000000000002 0.11381000000000001 0.12500000000000003 0.10681500000000001 0.081670000000000006 -0.085684999999999997 0.084770000000000012 -0.081969999999999987 -1.0000000180025095e-35 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 21 9 10 -8 13 29 -11 -12 16 -15 -18 19 20 22 -6 23 25 -25 -17 -27 -28 -9 -13
right_child=-2 -3 -4 4 7 6 8 28 -10 11 14 12 -14 15 -16 18 17 -19 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.1489195665018633 -0.1214353817636552 -0.093882840871810924 -0.058936850002833774 -0.10839259098133734 0.010063807175957994 -0.099827596072905839 0.20573863664811309 0.034896329721613301 -0.079399518397721386 0.12057324345426068 0.055238612756199602 -0.049670222516318689 -0.15672160506248475 -0.093357515425003812 -0.070496428310871134 0.042164728209428806 0.11001966500965257 0.011709279428731399 0.089965317007486847 -0.12121303688734771 0.057871824502944952 0.092105246809395885 0.067368600541545504 -0.14151913375642741 0.0055631468894288827 -0.0080734092838593442 -0.15812939374893906 -0.021008598535830723 0.16840854467824104 0.022669625554520352
leaf_weight=20 23 31 70 31 352 28 22 21 33 23 42 95 25 29 25 71 48 914 28 20 54 33 31 38 34 824 25 59 20 52
leaf_count=20 23 31 70 31 352 28 22 21 33 23 42 95 25 29 25 71 48 914 28 20 54 33 31 38 34 824 25 59 20 52
internal_value=0 0.000901554 0.0018596 0.0032796 0.00230117 -0.0015023 -0.000187376 0.0250773 0.000932177 0.00201024 0.057122 -5.93634e-05 -0.0433598 0.00332903 0.00832255 0.0020892 0.0133964 0.0166146 -0.00737487 -0.00973259 -0.0077699 0.0170959 -0.0110459 -0.0133588 -0.0720636 -0.00904141 -0.0130454 -0.0618184 0.100024 -0.0240806
internal_weight=0 3098 3067 2997 2977 2551 2520 426 2492 2459 89 2370 172 2198 67 2175 991 962 1184 1156 1136 385 1082 1051 72 979 908 84 41 147
internal_count=3121 3098 3067 2997 2977 2551 2520 426 2492 2459 89 2370 172 2198 67 2175 991 962 1184 1156 1136 385 1082 1051 72 979 908 84 41 147
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=96 105 2 11 4 16 43 13 48 42 40 1452 12 484 483 400 14 15 1 1429 1 0 2 1 160 1 42 16 1 3
split_gain=30.8393 25.1105 50.1932 19.2348 21.3824 35.7725 34.0124 46.6622 30.2317 27.0913 49.7351 26.0105 25.8832 25.2171 22.9746 20.4095 21.7976 24.8135 20.3993 29.6651 24.633 23.7325 21.4742 34.1507 38.7455 26.5276 20.9203 20.6226 22.5391 20.6183
threshold=0.090365000000000015 0.082105000000000011 0.31358000000000003 0.106895 -0.39518999999999993 0.11346000000000002 -0.40263499999999991 0.049530000000000012 0.091545000000000015 -0.0072999999999999992 -0.075219999999999981 0.086765000000000023 1.0000000180025095e-35 -0.067484999999999989 -0.093424999999999994 -0.07520499999999998 -0.10708499999999999 -0.46471999999999997 0.080270000000000022 0.084770000000000012 1.0000000180025095e-35 0.0059850000000000016 0.087995000000000004 0.10612500000000001 0.08443500000000001 0.12040000000000002 1.0000000180025095e-35 -0.013324999999999998 0.11323000000000001 0.12745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 9 -7 10 -8 15 -9 14 -13 -11 17 -17 20 21 26 22 -20 24 -24 27 -18 28 -25 -27
right_child=-2 -3 -4 -5 6 8 7 12 -10 11 -12 13 -14 -15 -16 16 18 -19 19 -21 -22 -23 23 25 -26 29 -28 -29 -30 -31
leaf_value=0.13830660507415557 -0.12077491471455211 0.11250636383891106 -0.13565360263541892 -0.091873552853410895 0.056420287816767015 0.032378671507007982 0.1717734544050126 -0.11754864013753832 -0.093043009801344445 -0.10483160407415458 0.015000136317290172 0.057382297635610618 -0.02964371201012609 0.094808027476948858 -0.075951783665611103 0.13494570543142884 -0.069329914947350829 0.012078690884205011 -0.0064489872907308359 -0.12076150085052047 0.10019597451388836 0.066990562189709058 -0.13486443136353046 0.087411526285789243 -0.0014662756838581779 -0.14587776139378547 0.0030420702982671059 -0.071444302492521025 -0.01380627818236297 -0.02968805708556569
leaf_weight=28 21 20 27 22 102 152 21 40 22 21 556 28 206 51 24 22 42 65 466 28 25 33 64 44 33 21 815 22 44 56
leaf_count=28 21 20 27 22 102 152 21 40 22 21 556 28 206 51 24 22 42 65 466 28 25 33 64 44 33 21 815 22 44 56
internal_value=0 0.000818153 9.29047e-05 0.00129341 0.00196965 0.033402 -0.000274721 -0.00239533 0.0165208 0.0017237 0.0207059 -0.00402879 -0.0439372 0.0448453 -0.00415651 -0.00682393 -0.00566766 0.0431485 -0.00817623 -0.0196235 0.00234958 -0.0160068 -0.0196587 -0.0413339 -0.0894816 -0.0163589 -0.000504748 0.0151532 0.0368026 -0.0613762
internal_weight=0 3100 3080 3053 3031 202 2829 2727 174 2481 577 1904 246 103 52 1801 1780 87 1693 811 882 783 750 284 97 187 857 110 88 77
internal_count=3121 3100 3080 3053 3031 202 2829 2727 174 2481 577 1904 246 103 52 1801 1780 87 1693 811 882 783 750 284 97 187 857 110 88 77
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=11 105 2 106 123 158 40 40 1444 52 8 401 13 2 39 40 457 130 0 1429 42 49 1452 0 4 1212 400 2 457 456
split_gain=29.0406 24.2749 32.15 19.3984 26.9479 18.024 23.7337 23.3576 21.5301 26.8236 25.6628 19.4344 19.1568 18.7505 38.024 27.5818 25.9823 23.502 22.2511 40.35 21.2743 22.174 21.0407 18.8454 18.2478 18.1213 18.0093 43.324 17.931 21.8559
threshold=-0.072629999999999986 0.082105000000000011 0.31358000000000003 0.085655000000000009 0.083965000000000012 0.07968500000000002 -0.15892999999999999 -0.078819999999999987 -0.083144999999999983 -0.57009999999999994 0.084655000000000022 0.076195000000000013 -0.088069999999999996 0.087675000000000017 0.10713500000000002 0.0064400000000000004 0.29113500000000009 -0.050984999999999996 -0.043914999999999989 0.084770000000000012 0.092145000000000019 -0.090734999999999982 0.088145000000000015 0.16094000000000003 -0.040589999999999994 0.13183500000000004 -0.07520499999999998 0.091265000000000013 0.091945000000000013 0.095815000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -7 -8 -10 13 12 -9 14 17 16 22 -11 19 20 21 -19 23 25 -22 26 27 -15 29 -28
right_child=1 -3 -4 4 -6 7 8 11 9 10 -12 -13 -14 15 -16 -17 -18 18 -20 -21 24 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.11719979764450164 -0.10412952229380608 0.11060811698436737 -0.10658577135015679 -0.14353711408647626 0.0043590780879770013 0.11293724683561811 -0.10319220617413521 -0.046893384103097173 0.084362949793668179 0.064138764709766427 -0.081841851417955608 0.10064380526542666 0.020593243441156425 0.024644641895537025 0.14714778849855067 -0.095762941986322403 -0.10771335903555156 0.09731759161784731 0.077441517515107999 -0.1267181917714576 -0.0076368571919059949 0.0082559874841760961 0.064484075078119832 0.084644472922967839 -0.080124958049743733 0.074366367304766631 -0.0067972784088332523 -0.15449743102373625 0.047391005298122763 -0.10977174582935514
leaf_weight=21 22 20 28 22 28 27 20 51 38 70 38 25 240 27 20 34 24 29 40 24 133 776 45 23 47 27 1114 27 60 21
leaf_count=21 22 20 28 22 28 27 20 51 38 70 38 25 240 27 20 34 24 29 40 24 133 776 45 23 47 27 1114 27 60 21
internal_value=0 0.000793934 8.0855e-05 0.00105945 -0.0607152 0.00208834 -0.000694629 0.0236624 0.000168309 0.000958225 -0.000270693 0.0160345 0.00876569 0.000949182 0.0104797 -0.00679351 -0.00458228 0.00803701 0.00429333 0.0013935 0.00451501 0.0114644 -0.00274066 -0.00506946 -0.0265643 -0.00668656 -0.0084387 -0.0649264 -0.00588612 -0.00870253
internal_weight=0 3100 3080 3052 50 3002 2659 343 2637 2617 2579 316 291 2541 1139 1402 1368 1119 1049 1009 985 805 1344 1299 180 1276 1249 54 1195 1135
internal_count=3121 3100 3080 3052 50 3002 2659 343 2637 2617 2579 316 291 2541 1139 1402 1368 1119 1049 1009 985 805 1344 1299 180 1276 1249 54 1195 1135
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=1 147 1 48 148 16 33 33 34 40 11 12 13 39 0 3 123 0 0 48 4 12 52 0 160 45 4 157 474 14
split_gain=27.6114 20.3486 29.0176 31.6615 62.8418 27.8316 19.1525 31.439 21.8559 29.8913 18.4325 31.6372 20.9565 21.872 21.802 19.5152 22.9264 19.5805 17.9513 42.0951 41.3376 63.8534 38.9627 33.9286 26.1011 24.1934 19.9584 19.7231 19.0387 17.3107
threshold=0.16773500000000005 0.089365000000000014 0.13021500000000003 -0.091489999999999974 -0.081784999999999983 -0.53943499999999989 0.082285000000000011 0.090175000000000019 -0.072169999999999984 -0.080684999999999993 0.106895 -0.12529499999999996 0.26746000000000009 0.096625000000000016 -0.074824999999999989 0.31534000000000006 0.08969000000000002 0.16094000000000003 -0.069444999999999993 0.092475000000000016 -0.16363499999999997 0.08401500000000002 -0.080979999999999983 0.041630000000000007 -0.061914999999999991 0.097190000000000012 0.36766000000000004 -0.24909499999999998 0.023345000000000001 -0.24175999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -5 -6 8 -8 9 -1 11 -10 13 15 -15 16 17 18 25 20 23 26 -21 -20 -23 27 -22 -13 -26 -29
right_child=-2 2 -4 4 5 -7 7 -9 10 -11 -12 12 -14 14 -16 -17 -18 -19 19 22 21 24 -24 -25 28 -27 -28 29 -30 -31
leaf_value=-0.0070378543622791768 -0.10916269693685615 0.036694150666395829 0.061695747628160151 0.01304962847141489 -0.087453326769173154 -0.2487496255532555 0.1603950309753418 -0.01103596778019615 0.077154570798340594 -0.15437012229646957 -0.092935497257858518 -0.07154315534759971 0.066056875855661931 -0.1425397878140211 -0.019349237743253804 -0.078016645858685174 0.072312516647767514 0.086556378834777403 0.15403719750188649 -0.011183138908101964 -0.21431537501048298 -0.083310652459040291 -0.18118572416050094 0.017400038430674208 -0.0053332857778105808 0.10941357471218163 -0.076289355551654656 0.093480102717876434 0.092775407433509829 0.0042848517979743907
leaf_weight=40 23 24 23 31 20 23 20 23 57 21 20 34 50 20 51 30 47 27 21 26 20 40 28 135 196 22 22 22 22 1983
leaf_count=40 23 24 23 31 20 23 20 23 57 21 20 34 50 20 51 30 47 27 21 26 20 40 28 135 196 22 22 22 22 1983
internal_value=0 0.00081044 -0.0393893 -0.0631134 -0.0954834 -0.173728 0.00244436 0.0686994 0.00147334 -0.0577588 0.00273097 0.0034016 0.00189806 0.000729832 -0.0540508 0.00218382 0.00309347 0.00184124 0.000951581 -0.0158462 -0.0059596 -0.0276712 -0.0993326 0.0357935 -0.00905694 0.00510823 -0.142016 0.00398281 0.00456759 0.00526355
internal_weight=0 3098 121 98 74 43 2977 43 2934 61 2873 2853 2796 2746 71 2675 2645 2598 2571 510 456 300 54 156 258 2061 42 2039 218 2005
internal_count=3121 3098 121 98 74 43 2977 43 2934 61 2873 2853 2796 2746 71 2675 2645 2598 2571 510 456 300 54 156 258 2061 42 2039 218 2005
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=11 105 2 1424 160 106 483 13 15 1176 3 447 49 14 3 52 43 12 160 48 45 2 0 15 2 1 1 16 43 0
split_gain=23.7942 21.5221 23.3684 16.6558 16.5785 24.7155 17.0284 24.1063 23.3814 33.8332 25.9254 27.2749 29.5789 22.8272 21.6835 22.0233 21.3127 21.8063 20.1438 23.0479 21.6523 21.0889 20.5761 45.0553 27.3342 25.5416 20.1021 20.0503 18.2221 23.6622
threshold=-0.072629999999999986 0.082105000000000011 0.31358000000000003 1.0000000180025095e-35 0.08443500000000001 0.085655000000000009 0.083960000000000021 -0.0051199999999999987 1.0000000180025095e-35 0.085295000000000024 -0.24190499999999995 0.084510000000000016 -0.045154999999999994 0.023790000000000002 -0.023499999999999997 -0.0041199999999999995 0.0051600000000000005 0.083785000000000012 0.055845000000000006 0.14174500000000004 0.084355000000000013 0.14530500000000005 -0.11013499999999998 -0.03241999999999999 0.091055000000000011 0.11323000000000001 0.10538500000000002 -0.36241499999999999 0.10915000000000001 -0.086409999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 9 10 26 13 -13 18 15 -9 17 -10 19 20 21 22 23 24 -12 27 -2 -26 29 -18
right_child=1 -3 -4 -5 -6 -7 7 14 16 -11 11 12 -14 -15 -16 -17 28 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10608646656785692 0.0094344907892601835 0.10411887094378472 -0.090892224865300325 0.069468794677938747 0.019438995197104712 -0.090101468283683067 0.0059893111902995094 0.10854377668528331 0.059740736850246945 -0.14307565957307816 0.04833295130554368 -0.17742729172820138 -0.024690262344665828 0.075780938776081497 0.15800843442834558 -0.033098991328607434 -0.14159124948084353 0.0082483706415733046 0.054600817782849802 -0.11812977804379031 0.077237683832645426 0.054109641443938018 -0.013435661467978624 -0.17066780483281171 -0.038127896030034338 0.0073546821643647401 0.13511064436286688 -0.15676482654465684 0.014950646167354927 -0.025205001245806182
leaf_weight=21 35 20 28 35 386 32 248 21 93 20 34 21 32 29 21 23 20 711 41 22 25 40 785 27 28 38 20 29 98 138
leaf_count=21 35 20 28 35 386 32 248 21 93 20 34 21 32 29 21 23 20 711 41 22 25 40 785 27 28 38 20 29 98 138
internal_value=0 0.00071865 4.72203e-05 0.000881527 8.58512e-05 -0.00275349 -0.00167803 0.020197 -0.00467317 -0.014077 -0.0119377 -0.0151427 -0.0852087 -0.0117607 0.0744049 0.0345032 0.00620333 0.0142046 -0.0141355 -0.016877 -0.0146627 -0.0170047 -0.0200276 -0.0531987 -0.0286121 -0.0561503 0.0551349 -0.098487 -0.0189256 -0.0399374
internal_weight=0 3100 3080 3052 3017 2631 2599 313 2286 1226 1206 1151 53 1098 65 44 1060 804 1069 1028 1006 981 941 156 129 95 55 57 256 158
internal_count=3121 3100 3080 3052 3017 2631 2599 313 2286 1226 1206 1151 53 1098 65 44 1060 804 1069 1028 1006 981 941 156 129 95 55 57 256 158
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=1 146 147 4 4 148 121 455 133 0 128 43 13 0 13 15 43 1 0 13 0 3 2 13 3 49 3 16 123 39
split_gain=22.5452 17.495 25.3267 18.2725 29.2331 17.3519 17.645 16.7862 17.899 25.9915 18.946 17.1081 24.3709 23.6407 20.412 22.0404 19.0195 47.5556 46.9743 60.0687 34.4443 58.3501 28.6525 31.2543 28.4944 23.6415 25.8734 23.2827 19.8893 21.2059
threshold=0.16773500000000005 0.085195000000000007 0.089365000000000014 -0.00027999999999999998 0.41257000000000005 -0.10069499999999999 -0.085019999999999984 0.092745000000000008 -0.24098999999999995 -0.11173999999999999 0.11170500000000001 0.0010100000000000003 -0.23438999999999996 -0.13843999999999998 -0.28558999999999996 -0.079929999999999987 -0.015774999999999994 0.10797500000000002 0.034820000000000011 0.038215000000000006 -0.070154999999999981 0.13524500000000003 0.14838000000000004 0.40528500000000006 0.10893000000000001 0.11707000000000002 0.0041950000000000008 0.033715000000000009 0.090910000000000019 0.087735000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 -7 8 9 -8 11 14 -13 -14 15 -10 18 24 22 27 21 -19 23 25 -18 26 28 -20 29 -16
right_child=-2 -3 3 4 -6 6 7 -9 10 -11 -12 12 13 -15 16 -17 17 20 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.091152833588421356 -0.098640912382499044 0.078038791323016443 -0.0017942531158526738 -0.14122438433890541 0.009563054367899896 0.081313349140275812 0.11552427478755514 0.083140317469835287 -0.0071232632725414906 0.014565211279824486 -0.080322271001835671 0.066503856305418343 -0.1345085365138948 -0.022162011159047233 0.0043150814659540021 -0.11256126141355885 0.011609242262139746 0.2221905835904181 -0.091023704009475542 -0.21719784875485032 0.014215541682964149 0.018292396083474161 0.098945968387027586 0.12427311185747386 -0.10421854552220217 -0.051184528225825893 -0.10100997208307189 0.0359949819503292 0.081633778766263279 -0.066391315836120735
leaf_weight=20 23 29 45 36 20 28 30 25 55 170 30 29 20 295 1179 31 614 32 27 22 43 25 30 20 22 90 24 31 32 44
leaf_count=20 23 29 45 36 20 28 30 25 55 170 30 29 20 295 1179 31 614 32 27 22 43 25 30 20 22 90 24 31 32 44
internal_value=0 0.000732324 1.82992e-06 -0.0492431 -0.0873717 0.00167762 0.00230741 0.00154981 0.000845233 0.0297091 -0.0012968 -0.000407203 -0.021219 -0.0292951 0.00267736 -0.04513 0.00451693 0.017682 -0.00194704 -0.0765019 0.0817868 0.132762 0.00225619 0.000167861 0.00760262 -0.00164522 0.00184074 -0.0231344 0.0038076 0.00177127
internal_weight=0 3098 3069 101 56 2968 2948 2920 2895 200 2695 2665 344 315 2321 86 2235 736 1499 80 100 57 1419 1389 636 1369 1279 58 1255 1223
internal_count=3121 3098 3069 101 56 2968 2948 2920 2895 200 2695 2665 344 315 2321 86 2235 736 1499 80 100 57 1419 1389 636 1369 1279 58 1255 1223
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=96 122 457 14 15 10 13 105 2 1 457 456 1455 1176 11 39 374 41 12 39 42 40 40 13 1456 133 454 158 43 48
split_gain=21.526 22.4712 17.364 18.2992 25.3405 20.365 24.2251 22.2608 21.112 16.695 14.0996 16.0629 14.2132 13.2382 14.861 13.6688 19.6355 15.4271 20.14 18.6676 16.3589 31.654 19.4452 19.4522 17.7694 18.9528 17.6377 18.0306 17.322 12.7306
threshold=0.090365000000000015 1.0000000180025095e-35 0.31508000000000008 0.076975000000000002 0.090455000000000021 0.058500000000000003 -0.061684999999999997 1.0000000180025095e-35 0.31358000000000003 0.082005000000000008 0.091945000000000013 0.09827000000000001 -0.23681499999999997 0.085295000000000024 0.10458500000000001 -0.074319999999999983 0.090410000000000018 0.07831500000000001 0.084535000000000013 0.11593500000000001 -0.0072999999999999992 -0.086109999999999978 -0.072504999999999986 -0.0021749999999999994 0.056265000000000009 0.11269500000000002 -0.082159999999999997 0.12105 -0.20207499999999998 -0.077484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 7 -7 8 10 -5 11 12 -1 14 15 -14 17 19 -19 20 22 -22 -17 -24 26 -26 -23 -28 -25 -12
right_child=-2 -3 -4 4 -6 6 -8 -9 -10 -11 29 -13 13 -15 -16 16 -18 18 -20 -21 21 24 23 28 25 -27 27 -29 -30 -31
leaf_value=0.057834258218783713 -0.10090335664295016 0.10633921980857851 -0.074466807467322191 0.043366541734172238 -0.019752450385376027 0.0023504870917115898 -0.11803139415569604 0.10575750946998597 -0.089812077083983102 0.15393854824995454 -0.019006562961398493 -0.080412369027733799 -0.063624768233036297 -0.060193880325233623 0.083826923370361336 0.10670736144695964 0.098896724134683617 0.096756051599073245 -0.0028370032459497452 -0.071534777628748034 -0.12265906985849143 0.071803571911597697 0.025711251298238855 0.036360975996192015 0.035440049372879527 -0.053170667962902901 -0.011564679028401205 0.057341838661485761 -0.01946133416577208 0.060776170942865852
leaf_weight=42 21 20 31 36 38 35 32 20 26 22 28 25 34 37 21 21 20 37 45 38 23 27 346 70 175 28 1444 39 270 70
leaf_count=42 21 20 31 36 38 35 32 20 26 22 28 25 34 37 21 21 20 37 45 38 23 27 346 70 175 28 1444 39 270 70
internal_value=0 0.000683539 -2.53706e-06 0.000754561 0.0437214 -0.00064226 -0.0551453 0.000623058 -0.000110609 0.0853076 0.000710601 -0.000621459 0.000112723 -0.000793559 3.95768e-05 -0.000632771 0.000196392 -0.000573802 0.0421013 -0.00198427 -0.000902432 -0.0061246 0.0119203 0.00901866 -0.00455992 0.0232179 -0.00829428 -0.00975257 -0.00796851 0.0379811
internal_weight=0 3100 3080 3049 96 2953 67 2886 2866 58 2840 2742 2717 2675 2638 2617 2583 2563 82 2481 2443 1736 707 686 1713 203 1510 1483 340 98
internal_count=3121 3100 3080 3049 96 2953 67 2886 2866 58 2840 2742 2717 2675 2638 2617 2583 2563 82 2481 2443 1736 707 686 1713 203 1510 1483 340 98
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=11 9 34 0 12 0 13 1 1213 1443 1375 3 1446 43 1429 2 1 160 43 41 2 1 14 47 51 157 124 40 2 474
split_gain=19.2599 18.6288 29.8992 21.4552 27.7852 17.5182 15.7697 16.1898 29.9308 29.257 26.417 26.101 24.8282 23.6637 41.0653 27.6946 36.7137 21.7989 20.4865 23.2271 41.0127 20.2247 26.3252 17.5124 27.3819 17.7028 16.1717 16.1613 15.0655 18.593
threshold=-0.072629999999999986 0.099965000000000012 -0.11726499999999999 0.22582000000000002 -0.12529499999999996 -0.10324499999999999 0.40528500000000006 0.080270000000000022 0.084950000000000012 0.088965000000000016 -0.27302499999999996 0.090900000000000009 0.11353000000000001 -0.073404999999999984 0.032755000000000006 0.10276500000000001 0.104035 0.089640000000000011 0.0051600000000000005 0.08690500000000001 0.08839000000000001 1.0000000180025095e-35 0.078320000000000015 0.092710000000000015 0.12229000000000002 -0.08427999999999998 -1.0000000180025095e-35 -0.081369999999999984 0.084755000000000011 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 11 9 10 -9 12 21 14 15 -12 -17 18 23 20 -20 27 -23 24 25 -15 -27 -6 -29 -30
right_child=1 -3 3 -5 6 -7 -8 8 -10 -11 13 -13 -14 17 -16 16 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.095444566579092116 0.12041078124727522 -0.069885065683440592 0.11280484763491486 -0.10005093756176175 0.096220761956647041 0.0050832598720892122 0.072123341858386994 -0.11025326699018478 -0.10026478416153364 0.11052942822376888 -0.0020262796811560992 -0.088098641228059243 -0.10308694442734123 0.082854399637829867 -0.16129028832628614 -0.18241780919954181 -0.033998672680085294 0.065396227059816875 -0.016971839089653915 0.062464859560132029 -0.154312151906391 0.14723335628708203 0.0056478601976715295 -0.029497874384078217 0.11728027373552324 0.071923292337945019 -0.00090383175723347592 0.029778491228248355 -0.0034630151759670758 0.030512464025905406
leaf_weight=21 21 37 36 21 20 26 30 25 35 21 305 29 20 31 21 20 100 54 79 20 30 24 29 106 25 33 401 222 1090 189
leaf_count=21 21 37 36 21 20 26 30 25 35 21 305 29 20 31 21 20 100 54 79 20 30 24 29 106 25 33 401 222 1090 189
internal_value=0 0.00064656 0.00149856 0.000677665 0.00137786 0.0676313 -1.03457e-05 -0.000749168 -0.00903715 -0.00652498 -0.00849149 0.00592002 0.00763053 -0.00641472 -0.0247833 -0.0180382 -0.0587352 0.0041018 -0.000463575 -0.0365957 -0.0547719 0.00903736 0.069762 0.00735696 0.0153296 0.00984843 0.00463371 0.00692137 0.00573151 0.0015576
internal_weight=0 3100 3063 3042 3021 62 2959 2929 1306 1271 1250 1623 1594 1225 446 425 120 779 725 129 109 1574 53 596 490 465 434 1521 1501 1279
internal_count=3121 3100 3063 3042 3021 62 2959 2929 1306 1271 1250 1623 1594 1225 446 425 120 779 725 129 109 1574 53 596 490 465 434 1521 1501 1279
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=1 11 11 146 148 40 147 49 0 39 13 45 160 48 52 41 11 455 33 3 12 51 3 43 160 160 49 475 3 52
split_gain=18.3244 16.9708 16.4863 13.2815 18.2321 23.1913 22.5466 21.3048 33.947 17.7035 19.9008 18.8989 12.9384 18.6926 30.028 26.872 28.0129 25.1677 25.3176 21.5278 51.7635 23.2359 21.3976 18.0948 22.9275 16.1716 15.1611 17.5449 14.6619 13.8934
threshold=0.16773500000000005 0.10894500000000001 0.10177000000000001 0.085195000000000007 -0.12993999999999997 -0.10541499999999999 0.087210000000000024 -0.054984999999999992 -0.087519999999999987 -0.07137499999999998 0.27020000000000005 0.10526500000000001 0.097500000000000017 0.092475000000000016 0.14295500000000003 0.075585000000000013 0.082485000000000017 0.08729000000000002 0.083840000000000012 -0.116045 0.084595000000000017 -0.09193999999999998 -0.15327499999999997 -0.084004999999999982 0.11655500000000001 -1.0000000180025095e-35 0.12595000000000003 0.037885000000000009 -0.075634999999999994 0.056145000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 9 -8 -9 -7 11 12 13 15 22 17 -17 18 19 20 -11 -22 -15 -14 -25 -23 27 -21 -28 -24
right_child=-2 -3 -4 -5 5 6 7 8 -10 10 -12 -13 23 14 -16 16 -18 -19 -20 26 21 25 29 24 -26 -27 28 -29 -30 -31
leaf_value=-0.092862723200094144 -0.088929280217574999 -0.091158165298402316 0.087513414550233981 0.067988499530976451 0.078265419867085795 -0.07774497414273876 0.028058930610617001 -0.14157760239558648 -0.012912761113282456 -0.14456010941778205 0.077099991313048788 0.089580146751056119 -0.018949258168611458 0.080960096689787778 -0.10874340380296897 0.077962651464906413 -0.049117484773424543 0.091581452535144214 0.10451852164485238 -0.00064714623128207848 -0.071801377800958507 0.096695092514805181 -0.031075803135172466 0.098528718378394844 0.015593493351712824 -0.0060020113535954253 0.019045962020754814 0.059968155151119043 -0.086264940886161268 0.054595222882926467
leaf_weight=21 23 20 22 29 38 28 30 37 46 36 35 24 68 22 38 82 22 29 22 1874 35 23 192 50 100 46 20 49 39 21
leaf_count=21 23 20 22 29 38 28 30 37 46 36 35 24 68 22 38 82 22 29 22 1874 35 23 192 50 100 46 20 49 39 21
internal_value=0 0.000660224 0.00125683 0.000635878 -9.39042e-06 0.000639286 -0.00035458 -0.0441645 -0.0702694 0.0013794 0.00216309 0.00122369 0.000457599 -0.00154141 -0.0262681 0.00142318 0.0510803 -0.000953416 -0.00220505 -0.00331152 -0.0412094 -0.00543417 -0.0129316 0.0238405 0.0432386 0.0282304 -0.000634574 0.000897393 -0.0505663 -0.0226294
internal_weight=0 3098 3078 3056 3027 3006 2968 113 83 2855 2827 2792 2768 2550 273 2277 104 2173 2144 2122 140 104 235 218 150 69 1982 1923 59 213
internal_count=3121 3098 3078 3056 3027 3006 2968 113 83 2855 2827 2792 2768 2550 273 2277 104 2173 2144 2122 140 104 235 218 150 69 1982 1923 59 213
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=96 122 133 3 15 16 1176 3 472 12 39 121 11 124 33 15 150 1 15 455 1456 4 133 131 159 13 159 159 15 43
split_gain=17.5125 15.7845 15.6054 30.308 31.1533 29.6243 16.6564 28.0345 22.908 20.9315 18.934 20.727 20.2071 19.0301 16.8422 14.3567 14.3508 14.1502 13.87 13.8126 12.7459 14.4435 14.1795 13.4564 17.7077 22.8233 16.777 23.3072 27.8107 19.627
threshold=0.090365000000000015 1.0000000180025095e-35 -0.24098999999999995 0.32202000000000003 -0.41942499999999994 -0.083539999999999989 0.085295000000000024 -0.23446499999999998 -0.086459999999999981 -0.12529499999999996 0.098220000000000016 -0.052794999999999988 0.092630000000000018 0.05852000000000001 0.085305000000000006 -0.23060499999999998 0.14153000000000002 0.10658000000000002 -0.097454999999999986 0.092985000000000012 0.061930000000000006 -0.58204499999999992 0.11269500000000002 0.094300000000000009 0.11292000000000001 -0.085964999999999986 0.094385000000000011 0.088800000000000004 -0.031204999999999997 0.064745000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -5 15 7 8 -4 -9 11 -11 14 -12 16 -1 19 -10 -14 20 21 -13 -22 24 26 -26 27 29 -29 -23
right_child=-2 -3 3 4 -6 -7 -8 9 17 10 13 12 18 -15 -16 -17 -18 -19 -20 -21 22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.14262306564487517 -0.091012058158715575 0.089167843014001852 -0.035010419320315123 0.013063266195356846 -0.13309510235807726 -0.0086216182103967878 -0.069937139106075533 0.078873418748844418 0.046963594582947819 0.10034930884838106 -0.018306349729206049 -0.088320298227481553 -0.017777867894619704 -0.12787512845319252 0.088508767528193338 0.047400099423861031 -0.080047909397145983 0.13535811178110266 -0.13053490784019234 0.076442685464154114 0.030722168181505208 -0.0014423856354334468 -0.045329777340936878 0.01908364043300366 -0.13768550201573157 -0.020294373963417406 0.035775798660538656 -0.0019530622965910219 -0.16488440476357938 -0.046676415762882312
leaf_weight=20 21 20 24 25 35 111 34 32 55 20 51 20 24 23 21 76 23 27 20 23 197 1610 28 246 22 67 102 22 20 102
leaf_count=20 21 20 24 25 35 111 34 32 55 20 51 20 24 23 21 76 23 27 20 23 197 1610 28 246 22 67 102 22 20 102
internal_value=0 0.000616533 4.15249e-05 -0.00186912 -0.0721958 0.0265598 -0.000369081 0.000482057 0.050919 -0.00151806 -0.00249214 -0.00105453 -0.00185079 -0.0523615 -0.000669835 0.0672382 -0.00142437 0.0760691 -0.0690311 -0.000688971 -0.00141723 -0.00372474 0.0212579 -0.00295253 -0.00573962 -0.0493124 -0.00365019 -0.00594293 -0.0795394 -0.0041374
internal_weight=0 3100 3080 2873 60 207 2813 2779 106 2673 2641 2567 2547 74 2503 96 2482 82 44 2459 2436 2211 225 2191 1945 89 1856 1754 42 1712
internal_count=3121 3100 3080 2873 60 207 2813 2779 106 2673 2641 2567 2547 74 2503 96 2482 82 44 2459 2436 2211 225 2191 1945 89 1856 1754 42 1712
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=11 104 10 39 11 11 122 0 13 11 41 3 1 133 0 15 40 13 4 147 475 16 2 13 3 39 0 151 3 11
split_gain=16.5845 18.1961 15.1905 31.4439 15.2173 17.3268 16.7306 14.5406 12.3234 27.6799 42.9056 22.2759 42.617 20.7618 52.3458 17.6134 16.3614 16.5554 15.8541 24.3588 22.1635 15.5297 30.0033 26.7111 20.9813 19.0042 16.8712 15.9632 15.3296 18.7274
threshold=-0.072629999999999986 0.089050000000000004 -0.15282499999999996 0.085815000000000016 0.106895 0.099410000000000012 1.0000000180025095e-35 0.16094000000000003 0.038215000000000006 0.077695000000000014 0.079300000000000009 -0.10115999999999999 0.080270000000000022 -0.0081349999999999981 -0.033209999999999996 -0.097454999999999986 -0.07334499999999998 0.15641500000000003 0.0067750000000000006 0.099230000000000013 -0.073994999999999991 -0.50339499999999993 0.11237500000000002 -0.023499999999999997 0.11924500000000002 0.10334500000000001 -0.13843999999999998 0.009020000000000002 -0.23446499999999998 0.080320000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 11 -11 12 -4 14 -10 -12 -15 28 -13 20 -20 24 25 -24 -22 27 -25 -23 -18 -30
right_child=1 -3 4 -5 -6 -7 -8 -9 13 10 15 18 -14 16 -16 -17 17 -19 19 -21 21 22 23 26 -26 -27 -28 -29 29 -31
leaf_value=-0.088567716379960387 -0.13262527658102605 0.095675529241561891 0.013097810921700379 0.013463835286743501 -0.085965890362858788 0.094318619742989551 0.092084071561694153 0.061773697507420657 -0.014445710964500905 0.17232406660914423 0.081321154385805131 0.0066727919555581404 -0.14786963252158 -0.090624948910304481 -0.19788748763856434 -0.040663707371929599 0.021816776524149425 0.033617776485694813 -0.10682208212939176 -0.1205619332427159 0.049136588921453617 -0.032762923991542882 -0.0070998955196217755 0.15258280433714391 -0.044242619347642176 0.060878343880176544 0.03477835079594966 -0.12177917435765268 -0.020197873450901915 -0.12554354798048736
leaf_weight=21 26 20 38 34 20 20 20 38 60 24 20 1773 29 21 21 29 69 101 22 20 97 239 106 20 32 20 31 22 108 20
leaf_count=21 26 20 38 34 20 20 20 38 60 24 20 1773 29 21 21 29 69 101 22 20 97 239 106 20 32 20 31 22 108 20
internal_value=0 0.000599975 -1.73989e-05 -0.0498414 0.000972483 0.00155207 0.000929478 0.000313568 -0.000485708 0.00210062 0.0627802 0.000291875 -0.0565747 -0.0167925 -0.0620047 0.00912603 -0.00531226 0.000699704 0.0018914 -0.0120288 -0.00834349 -0.00452246 -0.0135039 0.0215108 0.0259728 -0.0330673 0.0809762 -0.0402662 -0.0161771 -0.0366581
internal_weight=0 3100 3080 60 3020 3000 2980 2960 2922 2522 73 2449 67 400 81 49 319 298 2382 609 589 567 438 157 129 281 51 261 197 128
internal_count=3121 3100 3080 60 3020 3000 2980 2960 2922 2522 73 2449 67 400 81 49 319 298 2382 609 589 567 438 157 129 281 51 261 197 128
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=96 47 104 2 16 0 42 128 1 51 0 4 15 14 1366 13 456 0 1425 3 2 52 376 12 472 13 2 15 0 12
split_gain=15.0792 14.0729 18.3594 18.8949 13.3308 22.0606 23.0214 21.7137 24.6593 19.3684 29.4993 22.585 32.8505 18.0645 15.2905 14.9083 16.4337 18.2235 15.1967 22.4969 14.7195 20.1096 14.5361 14.4592 13.2381 13.2223 24.9391 26.417 21.878 19.2925
threshold=0.090365000000000015 0.14174500000000004 0.083745000000000014 0.31358000000000003 -0.069144999999999984 -0.22491999999999998 0.11603500000000001 0.11170500000000001 0.13408500000000004 -0.17083999999999996 -0.097274999999999986 0.042705000000000007 -0.094549999999999981 -0.22253999999999999 -1.0000000180025095e-35 -0.085384999999999975 0.077935000000000018 -0.074479999999999977 0.08789000000000001 0.099930000000000005 0.14445500000000003 -0.034054999999999995 0.086100000000000024 0.092255000000000018 -1.0000000180025095e-35 -0.090799999999999978 0.10097500000000002 -0.083359999999999976 -0.062294999999999996 0.10124000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 -6 7 8 9 10 -7 15 -13 -1 -15 23 18 -18 19 -17 21 -8 25 -11 -20 29 -27 28 -28 -16
right_child=-2 -3 -4 -5 5 6 20 -9 -10 11 -12 12 -14 14 22 16 17 -19 24 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0744139949628152 -0.08445276497375398 -0.070001435200018544 0.094396881297940313 -0.082709670936067903 -0.083643480198723932 0.143567586094141 -0.16406160471960904 -0.091087320002798858 0.078533263409044596 0.027307073604273757 0.015052696871487593 -0.014497308388041955 -0.14907032897552619 -0.080544386096298701 -0.0026075315605584826 -0.012493933082338574 0.0059878258258104326 0.11893220531288536 -0.0097772801667451864 -0.11513765875927427 0.016109276842325927 -0.038361811307924133 -0.055219745092714823 -0.059489962795660614 0.10527962611988187 0.007421558294978356 0.036843461816509569 0.087435816519428056 -0.078634385729119904 -0.10424601807724686
leaf_weight=40 21 28 21 27 35 20 20 26 40 223 167 60 26 20 282 726 50 20 20 22 20 35 36 21 20 891 75 88 21 20
leaf_count=40 21 28 21 27 35 20 20 26 40 223 167 60 26 20 282 726 50 20 20 22 20 35 36 21 20 891 75 88 21 20
internal_value=0 0.000572099 0.00121535 0.00057398 0.00131758 -0.00515283 -0.00334071 -0.00052936 0.0011346 -0.001117 0.0287976 -0.00582577 -0.0551822 0.00813063 0.00628043 -0.001974 -0.00817662 0.0382576 -0.0123015 -0.0155129 -0.0573561 -0.0840708 0.00750937 0.0198368 0.0477512 0.00914935 0.0143432 0.0478603 0.0115827 -0.00933856
internal_weight=0 3100 3072 3051 3024 1551 1516 1441 1415 1375 187 1188 86 1473 1433 1102 858 70 788 748 75 55 1413 244 40 1377 1075 184 96 302
internal_count=3121 3100 3072 3051 3024 1551 1516 1441 1415 1375 187 1188 86 1473 1433 1102 858 70 788 748 75 55 1413 244 40 1377 1075 184 96 302
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=11 14 16 96 3 15 9 33 1184 474 0 11 47 455 1375 1429 475 474 43 150 51 40 124 43 52 151 48 52 3 4
split_gain=13.9437 14.7579 32.0194 24.4751 23.5991 16.5003 14.2491 21.9784 14.1508 13.1377 12.686 12.5942 12.319 12.2891 20.1455 11.513 10.681 10.3257 10.2294 10.0781 11.8634 18.0455 15.266 13.2535 13.0286 40.3372 16.7259 16.0571 26.7797 26.6253
threshold=-0.072629999999999986 -0.10708499999999999 -0.13941499999999998 0.087655000000000025 -0.13927999999999999 -0.46471999999999997 0.099965000000000012 0.08573500000000002 1.0000000180025095e-35 0.10381000000000001 -0.10474999999999998 0.096970000000000015 0.14174500000000004 0.092985000000000012 -0.27302499999999996 -0.13895999999999997 -0.068264999999999978 0.11454000000000002 -0.0095349999999999983 0.13361500000000004 0.24916000000000002 -0.099059999999999995 0.096090000000000023 -0.077824999999999991 -0.015539999999999998 0.10365500000000001 0.11714000000000001 0.11277500000000001 -0.14989499999999997 -0.27825499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -4 -6 7 8 9 11 -7 12 13 14 -3 -16 -11 -18 -10 20 21 -17 24 -22 26 27 -23 29 -29 -26
right_child=1 3 4 -5 5 10 -8 -9 18 16 -12 -13 -14 -15 15 19 17 -19 -20 -21 23 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.081210843651067649 0.12629549346607308 -0.089091486770373138 0.097325293973765603 -0.10594878000291913 0.054376251019892241 -0.00050800426218372129 -0.068648358484109245 0.10019660233096644 0.10950452640652658 0.068057404228543145 -0.098373967409133914 -0.060988779128011733 -0.071327098041772841 0.065098859303231754 0.06432999455266529 0.063912199996411803 -0.050903751849684688 0.04259114734552525 0.0083641365543007853 0.056322159208357342 -0.10583095070298598 -0.015646192772902631 -0.085117467482235629 0.0054757155478000648 0.09785095990142402 -0.12275182604789735 0.055136335669584306 -0.10502801549396124 -0.0051675736310843063 0.0081869477533872553
leaf_weight=21 29 26 22 22 21 26 30 22 20 49 27 36 25 28 27 42 21 27 20 30 23 723 22 20 34 25 35 29 363 1276
leaf_count=21 29 26 22 22 21 26 30 22 20 49 27 36 25 28 27 42 21 27 20 30 23 723 22 20 34 25 35 29 363 1276
internal_value=0 0.000550138 0.0342106 -0.000864166 0.00639326 -0.0206406 -8.12804e-05 0.000622453 -0.000132677 -0.0009585 -0.0503642 -0.00222795 -0.00145252 -0.000806249 -0.0014961 -0.000636346 0.0352144 0.00168713 0.0589343 -0.00130534 -0.00197232 -0.00109363 -0.00218268 -0.0540604 -0.00144844 0.0033486 -0.0123779 0.00520084 -0.0125552 0.0105141
internal_weight=0 3100 125 2975 96 74 2953 2923 2901 2861 53 2764 2728 2703 2675 2649 97 48 40 2622 2592 2549 2507 43 2485 1727 758 1702 392 1310
internal_count=3121 3100 125 2975 96 74 2953 2923 2901 2861 53 2764 2728 2703 2675 2649 97 48 40 2622 2592 2549 2507 43 2485 1727 758 1702 392 1310
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=0 11 9 34 12 0 16 2 160 97 13 160 150 0 484 483 1375 13 15 150 374 2 1453 130 43 16 400 15 124 40
split_gain=14.1611 17.6381 15.8315 14.4844 13.5876 21.4593 18.2092 13.3059 12.3341 16.2515 14.3145 13.452 19.3099 15.4571 17.7003 11.5394 20.1551 16.2405 15.127 30.714 15.5284 14.915 13.8956 14.4657 23.8506 27.5114 16.6039 17.403 18.1641 13.8261
threshold=0.18019500000000002 0.10553000000000001 0.10141500000000002 -0.10561499999999999 -0.12529499999999996 -0.066689999999999985 -0.29154999999999992 -0.090999999999999984 0.08443500000000001 -0.0047149999999999996 -0.012549999999999997 0.11655500000000001 0.095275000000000012 -0.084384999999999988 -0.41083999999999993 0.083960000000000021 -0.22860499999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.083095000000000016 0.089535000000000017 0.13754500000000003 -0.082599999999999993 0.012250000000000002 -0.11278499999999998 -0.015314999999999997 -0.07520499999999998 -0.46743999999999997 -0.085779999999999981 -0.077714999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -6 9 10 -9 12 -10 14 -13 16 -11 -17 20 21 22 -20 -18 24 25 -24 -26 -28 -29 -30
right_child=-2 -3 -4 4 7 -7 -8 8 11 15 -12 13 -14 -15 -16 17 18 -19 19 -21 -22 -23 23 -25 26 -27 27 28 29 -31
leaf_value=0.081631185486912727 -0.062355906511139536 0.086120946612209093 -0.071041885066416954 0.016385237872600555 -0.05965538354786603 -0.045450647585093977 0.13363572734373588 -0.0059559774957597261 0.023485931842290659 -0.093337693005800249 -0.1255993252247572 0.0048352723153164759 0.12459141471911045 0.016978402140507984 -0.11559566832754925 0.0052775136369983761 0.067740316866409217 0.063325927378609786 0.0051764241364207833 0.12250203039835801 0.070202117380888565 -0.066385627662142122 -0.013834939864190186 0.01864301577650437 -0.098034338223869394 -0.14302044207606743 0.073874695715367908 -0.10396105399863287 0.057174623531422442 -0.014320657472937877
leaf_weight=22 36 24 31 26 38 20 27 20 188 25 20 26 21 99 23 245 21 60 998 22 23 30 34 118 23 32 23 22 28 796
leaf_count=22 36 24 31 26 38 20 27 20 188 25 20 26 21 99 23 245 21 60 998 22 23 30 34 118 23 32 23 22 28 796
internal_value=0 0.000727654 5.81215e-05 0.000785547 0.000194256 0.0428105 0.0761166 -0.000865706 -9.45603e-05 -0.00254079 -0.0657777 0.01731 0.0336449 -0.00575758 -0.0516935 -0.001529 -0.00406152 0.0166969 -0.00303299 0.00559004 -0.0111171 0.00308804 -0.012822 -0.0143944 -0.0184637 -0.0764703 -0.0141717 -0.0119521 -0.0142855 -0.0118912
internal_weight=0 3085 3061 3030 3008 73 53 2935 2897 2540 40 357 209 148 49 2500 2195 305 2170 1050 1120 1028 1097 1076 958 66 892 869 846 824
internal_count=3121 3085 3061 3030 3008 73 53 2935 2897 2540 40 357 209 148 49 2500 2195 305 2170 1050 1120 1028 1097 1076 958 66 892 869 846 824
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=3 13 3 14 0 39 39 47 13 52 33 9 30 150 123 374 4 2 1424 156 475 2 1 40 39 4 401 15 42 2
split_gain=13.0267 34.8983 33.9234 16.9279 13.2986 12.8881 41.3406 25.8463 20.8662 17.7108 13.25 13.5853 26.4104 12.224 10.3346 14.158 10.4976 13.1589 9.86975 9.94729 14.3365 13.6687 21.6786 11.0417 11.7168 10.7325 17.8795 19.648 19.9001 18.7742
threshold=0.32202000000000003 -0.47860499999999995 0.41614500000000004 -0.47013499999999991 -0.11173999999999999 0.10076500000000001 0.10508500000000001 0.088195000000000009 0.27266500000000005 -0.075329999999999994 0.083840000000000012 -1.0000000180025095e-35 0.088510000000000019 0.14153000000000002 0.090420000000000014 1.0000000180025095e-35 0.51388000000000011 -0.14451499999999998 1.0000000180025095e-35 0.088610000000000008 -0.085684999999999997 0.085045000000000023 0.087865000000000013 -0.085774999999999976 1.0000000180025095e-35 -0.085594999999999991 0.080190000000000011 0.090455000000000021 0.079510000000000011 0.084245000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -4 8 -7 9 10 -8 11 12 -5 14 15 16 17 -13 19 20 -19 22 -21 -22 25 26 27 28 -25 -28
right_child=1 -3 4 5 -6 6 7 -9 -10 -11 -12 13 -14 -15 -16 -17 -18 18 -20 21 23 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.072306040674448013 -0.10922968322411181 -0.15048739160632804 0.10027052392454253 -0.12746917412926753 -0.011225347612053157 -0.16329604387283325 0.024896678240038456 0.092794769674184777 0.085979375178957818 -0.076213777308329581 0.064713043894153097 -0.066301484309650702 0.016704134311940937 -0.071659406622790772 0.047542006921442712 -0.083093887562863539 0.060178375126173106 0.037126200260473009 0.054178708898169663 -0.1456729437178001 -0.063864741338273662 -0.005954397255204298 -0.013731315528804605 0.020459059475293376 0.045650095760948584 -0.0027617203443702915 0.019537704420231641 -0.03368839156613046 0.086549217330716688 -0.11584025569260122
leaf_weight=33 20 21 23 24 20 20 30 21 29 41 32 29 27 23 48 20 30 115 35 20 26 186 33 227 59 1780 21 51 57 20
leaf_count=33 20 21 23 24 20 20 30 21 29 41 32 29 27 23 48 20 30 115 35 20 26 186 33 227 59 1780 21 51 57 20
internal_value=0 -0.0388466 -0.00163299 0.00107445 0.048412 0.000291949 -0.0329919 -0.00466494 0.00158095 -0.033491 0.000726059 2.78711e-06 -0.0511421 0.000941057 0.00154672 0.000731742 0.00135521 0.000691544 0.00143025 0.000718807 0.00269075 -0.0187201 -0.0635206 0.00092365 0.00168415 0.000480996 0.0158322 0.0234609 0.0337236 -0.0465003
internal_weight=0 84 63 3037 43 3004 112 92 2892 71 2863 2831 51 2780 2757 2709 2689 2659 2630 2595 2356 239 53 2241 2215 2156 376 335 284 41
internal_count=3121 84 63 3037 43 3004 112 92 2892 71 2863 2831 51 2780 2757 2709 2689 2659 2630 2595 2356 239 53 2241 2215 2156 376 335 284 41
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=146 147 0 11 51 48 15 150 148 457 457 39 2 4 132 1 52 48 14 15 1 40 0 15 12 39 0 40 0 133
split_gain=11.5716 13.517 15.4298 15.5172 13.3055 16.9953 14.4383 12.3871 15.9865 13.4948 13.0694 16.3885 14.2248 29.2017 20.6265 18.8844 12.8191 20.2068 12.7894 20.4898 25.6733 19.1764 17.5444 15.2725 13.8103 12.7462 12.1526 11.0418 10.1725 10.1598
threshold=0.085195000000000007 0.087210000000000024 0.18019500000000002 0.10553000000000001 -1.0000000180025095e-35 -0.074214999999999989 -0.040439999999999997 -0.12731499999999998 -0.088884999999999978 0.085130000000000025 0.083415000000000017 -0.07137499999999998 0.14838000000000004 -0.059649999999999988 0.08764000000000001 0.14699000000000004 -0.075329999999999994 0.096030000000000018 -0.47071999999999997 -0.26481999999999994 0.111945 -0.082239999999999994 -0.08824499999999999 -0.18895499999999996 -0.064509999999999984 0.085060000000000011 -0.050684999999999994 -0.081369999999999984 -0.060129999999999996 0.11667000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -3 6 -6 -1 -9 10 11 -10 15 -14 26 18 -11 -18 -13 20 -20 28 25 -23 -24 -22 -15 -12 -21 -25
right_child=-2 4 -4 -5 5 -7 -8 8 9 16 27 12 13 14 -16 -17 17 -19 19 21 22 23 24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.059152173812294179 0.062873899782526083 -0.087333354037819499 -0.069419298945896088 0.083317933037229217 -0.10869052940979601 0.065689939721709209 -0.0081578481867909444 -0.088966166903264823 -0.069885452069116366 0.083499969252281717 -0.0048894154839217666 0.070222381430749714 -0.063728866522962405 0.0020393314746183322 0.15429345592856408 -0.085213040635706144 0.040494273653224354 -0.072774180415130799 -0.13780254981565207 0.10697622024812377 0.081766422177580275 0.048712719866307458 -0.0086901815286998096 0.0018908907650394512 -0.10807376382527528 -0.022599219411611558 0.097283502437529118 -0.1099691503867507 0.012114478438161314 -0.017278439451436738
leaf_weight=36 29 33 31 23 20 21 50 20 33 36 20 26 22 37 20 26 63 21 22 26 22 64 29 1956 27 25 21 20 20 322
leaf_count=36 29 33 31 23 20 21 50 20 33 36 20 26 22 37 20 26 63 21 22 26 22 64 29 1956 27 25 21 20 20 322
internal_value=0 -0.000589697 0.000761749 0.00150251 -0.0329372 -0.0132111 -0.0368815 0.000856746 0.000127547 0.000751016 -0.000687537 0.000153704 0.00102098 0.0380224 0.0667215 -0.000421571 0.033574 0.0121772 0.000446715 -0.000275198 -0.0397423 0.00179071 -0.0187973 0.000534816 -0.0566073 0.0262528 0.0365243 -0.0574293 0.065732 -0.000818734
internal_weight=0 3092 2968 2937 124 91 70 2914 2878 2858 2738 2698 2665 100 78 2565 120 84 2539 2513 125 2388 103 2342 56 47 58 40 46 2278
internal_count=3121 3092 2968 2937 124 91 70 2914 2878 2858 2738 2698 2665 100 78 2565 120 84 2539 2513 125 2388 103 2342 56 47 58 40 46 2278
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=3 13 3 14 160 11 13 46 15 16 43 34 1 0 13 3 15 15 3 2 2 0 2 40 42 13 376 15 2 157
split_gain=11.0934 28.4614 24.5056 11.84 10.8189 10.6136 13.7252 12.11 14.9086 22.6986 34.7534 11.3186 10.3726 9.93386 9.06908 18.9865 53.1038 10.4959 10.0453 9.26717 11.3311 9.93054 12.8156 10.8245 11.5695 9.76944 9.85948 9.51736 10.0472 14.4971
threshold=0.32202000000000003 -0.47860499999999995 0.41614500000000004 -0.47013499999999991 -1.0000000180025095e-35 0.10894500000000001 0.40528500000000006 -0.043074999999999995 -0.26481999999999994 -0.44310499999999992 -0.076124999999999984 -0.097449999999999981 0.11910500000000002 -0.038659999999999993 -0.42195999999999995 0.11296500000000002 -0.0088349999999999974 -0.07879499999999999 0.10542000000000001 0.15950500000000004 0.14838000000000004 0.14486500000000005 -0.090999999999999984 -0.061244999999999994 -0.011544999999999998 -0.01163 0.083705000000000016 -0.21699999999999997 0.086100000000000024 -0.04831499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -4 6 7 -5 9 12 -11 -10 -9 -12 -13 18 17 -17 19 20 21 22 -16 24 -24 26 -26 -25 -29 -30
right_child=1 -3 4 5 -6 -7 -8 8 11 10 13 14 -14 -15 15 16 -18 -19 -20 -21 -22 -23 23 27 25 -27 -28 28 29 -31
leaf_value=0.060564217857564939 -0.093691013008356097 -0.13666896553976196 -0.013497212827205658 0.077726033806684428 0.087067576481596298 -0.072267818087711932 0.071798558802240425 0.071814266050403766 0.071155336952727785 -0.17515982002729463 -0.052308608332532459 0.049229516579132333 -0.015341183170676231 0.031080241501331332 -0.070846236974000928 -0.028298107641083856 -0.14678095514801415 0.04644165190265459 0.061315613080348288 -0.054160465126236283 0.076718720942735685 0.052581111105108581 0.082511899229739949 0.041861666244221857 0.0052197113155554508 -0.029049509384721107 0.086682534411860024 0.0062300515709194327 0.012683379278476221 -0.012715106134133562
leaf_weight=33 20 21 20 20 23 20 27 22 23 21 50 38 36 20 25 42 33 34 28 30 20 37 31 52 39 36 24 985 288 1023
leaf_count=33 20 21 20 20 23 20 27 22 23 21 50 38 36 20 25 42 33 34 28 30 20 37 31 52 39 36 24 985 288 1023
internal_value=0 -0.0358483 -0.00224143 0.000991524 0.0402933 0.000337097 0.000823725 0.000175663 -0.00035243 -0.0311715 -0.0623317 0.00129464 0.0177178 -0.0284832 0.000713523 3.74661e-05 -0.0408557 0.0051381 0.00174005 0.00109599 0.00174352 0.00115317 0.000392947 0.00111166 0.0292003 0.0125067 0.0362532 -0.000443498 -0.00140163 -0.00713558
internal_weight=0 84 63 3037 43 3004 2984 2957 2937 149 91 2788 58 70 2765 2727 109 76 2618 2590 2560 2540 2503 2478 130 99 63 2348 2296 1311
internal_count=3121 84 63 3037 43 3004 2984 2957 2937 149 91 2788 58 70 2765 2727 109 76 2618 2590 2560 2540 2503 2478 130 99 63 2348 2296 1311
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=11 104 33 11 0 2 146 147 150 150 14 2 148 1 150 9 49 133 51 1451 0 43 1132 49 52 48 0 1447 159 51
split_gain=9.79261 12.2152 10.9692 10.9414 11.1091 9.26043 9.0872 9.66963 9.80486 12.9469 9.4984 20.8502 10.4965 24.7765 12.7223 11.2803 10.5159 16.2784 15.1212 12.3359 11.3831 11.1526 9.4432 11.2913 13.5173 20.3371 30.1789 14.4932 13.9287 12.3157
threshold=-0.072629999999999986 0.089050000000000004 0.089160000000000003 0.106895 0.16094000000000003 0.31358000000000003 0.085195000000000007 0.10479500000000001 -0.12731499999999998 -0.096799999999999983 0.019675000000000002 0.095195000000000016 -0.081574999999999995 0.084525000000000003 0.13361500000000004 0.094575000000000006 0.11560500000000001 0.111585 -0.40274499999999996 0.088880000000000015 -0.081894999999999982 -0.073959999999999984 0.048480000000000009 0.084075000000000025 0.26746000000000009 0.088735000000000022 -0.091069999999999984 -1.0000000180025095e-35 -0.26424499999999995 -0.069724999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 -10 12 -12 13 -11 15 16 18 20 21 22 -18 -14 23 24 29 26 -26 -28 -29 -20
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 10 11 -13 14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.068057132193020412 0.054165557748638099 0.078359628766775144 -0.06350374227320707 -0.071416449475856056 0.054743617969123942 -0.059087614887035816 0.056556911894987377 -0.068992277160286913 -0.078083135542415444 0.015337113854852882 0.006295283881149122 0.11990542766593754 0.01090776655290808 -0.1069542290394505 0.063327032641973355 0.071208217062733392 -0.044573912547731943 -0.089176042377948767 -0.021341158447813816 0.07420139316130768 0.014831627972232989 0.094765791887867046 -0.060961158159905326 0.016678603724131696 -0.12101329267024995 -0.10545950667161881 0.064189704083061475 0.0037482934703843458 -0.08345036439435638 0.0026923404921908515
leaf_weight=21 34 20 27 21 38 26 29 20 21 37 70 21 35 30 32 22 55 32 246 22 78 29 26 334 23 29 30 90 23 1600
leaf_count=21 34 20 27 21 38 26 29 20 21 37 70 21 35 30 32 22 55 32 246 22 78 29 26 334 23 29 30 90 23 1600
internal_value=0 0.000461032 -4.48029e-05 0.000516413 0.00101463 0.000332697 0.000853226 0.000303581 0.000778372 0.000149199 0.00072283 0.032513 -0.00032041 -0.0394202 0.000647692 -0.000102397 -0.000693963 -0.0251414 0.000928002 -0.000339265 -0.00973457 0.0489059 -0.00102227 -0.000366096 -0.00315538 -0.0281946 -0.0146965 0.00240335 -0.0140001 -0.00051039
internal_weight=0 3100 3080 3053 3032 2994 2968 2939 2919 2885 2864 91 2773 67 2706 2674 2652 165 2487 2423 133 64 2401 2375 2041 195 166 143 113 1846
internal_count=3121 3100 3080 3053 3032 2994 2968 2939 2919 2885 2864 91 2773 67 2706 2674 2652 165 2487 2423 133 64 2401 2375 2041 195 166 143 113 1846
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=0 11 9 33 12 10 1 0 38 40 40 39 39 12 13 374 123 47 45 148 149 1443 149 403 1186 394 43 3 3 150
split_gain=10.436 12.6355 11.6465 11.3148 12.2986 12.6381 21.1488 11.0533 19.5445 10.384 20.7948 16.7578 13.1436 12.5357 11.9137 8.74828 8.29713 8.09334 11.5429 9.64925 17.7612 13.3039 11.6204 8.03003 9.39525 24.4853 8.42122 8.24974 11.0358 27.6277
threshold=0.18019500000000002 0.10553000000000001 0.099965000000000012 0.082285000000000011 -0.12529499999999996 -0.013164999999999998 0.12408500000000001 -0.066689999999999985 0.095410000000000009 -0.082294999999999993 -0.08416499999999999 0.085425000000000015 -0.074319999999999983 -0.096104999999999982 -0.01163 0.090410000000000018 0.11135500000000001 0.14174500000000004 0.084355000000000013 1.0000000180025095e-35 0.07770500000000001 0.093200000000000019 0.095540000000000014 0.088465000000000002 0.083355000000000012 -0.087649999999999992 -0.0017249999999999998 -0.24190499999999995 -0.10115999999999999 0.081835000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 8 -1 10 11 -7 -11 -14 -13 16 17 18 19 20 21 23 -22 24 27 -26 -25 -15 29 -29
right_child=-2 -3 -4 -5 5 9 -8 -9 -10 12 -12 14 13 15 -16 -17 -18 -19 -20 -21 22 -23 -24 26 25 -27 -28 28 -30 -31
leaf_value=0.14358992248773575 -0.053529806693808905 0.072900785443683475 -0.059028369927722403 0.055662625343412965 -0.12436071026392959 0.074289806589484225 0.0030052477435674519 -0.020395692475140097 0.014158806617238694 -0.07196859768950023 0.11500120443170486 0.033493394262733914 -0.061793741504802852 0.041753369918507005 -0.063440524274483323 0.06610683126375079 -0.06288710939032692 -0.060185552430762491 0.061381310224533081 -0.050023805565739932 0.10979348551481963 -0.079704277430261886 0.01416025803989248 0.034231397109940206 0.027251213447501262 -0.11415702685713769 -0.0044547303718965999 -0.01121658781464378 0.0010286640507459054 -0.13117263278081304
leaf_weight=20 36 24 33 37 22 25 32 20 28 26 23 21 33 45 32 20 21 22 31 38 24 21 27 134 24 25 97 224 1935 21
leaf_count=20 36 24 33 37 22 25 32 20 28 26 23 21 33 45 32 20 21 22 31 38 24 21 27 134 24 25 97 224 1935 21
internal_value=0 0.000624659 5.79726e-05 0.000701912 2.20238e-05 -0.000956024 -0.0488846 0.0420637 0.0680884 -5.39178e-05 0.031441 0.00680141 -0.00120312 -0.000532109 -0.0250327 0.000214156 -0.000275934 0.000216882 0.000719095 -3.68545e-08 0.000737605 -0.000442028 0.0591641 0.000222446 -0.00158209 -0.0448958 0.0179866 -0.000628213 -0.00150306 -0.0214985
internal_weight=0 3085 3061 3028 2991 2923 54 68 48 2869 101 78 2768 2742 53 2709 2689 2668 2646 2615 2577 2526 51 2505 2274 49 231 2225 2180 245
internal_count=3121 3085 3061 3028 2991 2923 54 68 48 2869 101 78 2768 2742 53 2709 2689 2668 2646 2615 2577 2526 51 2505 2274 49 231 2225 2180 245
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=96 122 133 0 9 1176 3 472 3 11 41 2 1 16 13 43 1 401 160 12 2 52 15 3 15 150 1374 160 49 2
split_gain=10.3828 9.6048 9.74471 19.4976 16.4933 9.97567 17.2999 16.3031 12.3439 11.8655 38.715 19.9571 15.3568 15.5631 12.3794 13.8635 15.7693 14.7706 13.5274 18.637 17.1309 11.826 11.5156 10.8469 40.6402 14.6221 12.2944 14.5558 11.0446 12.8157
threshold=0.088850000000000026 1.0000000180025095e-35 -0.24098999999999995 -0.10224499999999999 -0.093504999999999991 0.085295000000000024 -0.23446499999999998 -0.072204999999999978 -0.20241999999999996 0.079915000000000014 0.083525000000000016 0.095195000000000016 0.14173500000000003 0.023255000000000001 -0.52014499999999986 0.0061450000000000003 0.13408500000000004 0.12828500000000001 0.055845000000000006 0.091085000000000013 0.087855000000000003 -0.063789999999999986 -0.41396999999999995 0.11658 -0.018314999999999994 0.10699000000000002 0.086000000000000007 -0.085579999999999976 0.11475 0.11728500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 -6 -8 12 11 -11 14 22 -10 16 17 23 19 20 -17 -18 -14 26 25 -25 28 -28 29 -16
right_child=-2 -3 4 -5 5 -7 8 -9 9 10 -12 -13 13 -15 15 18 21 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.076123968999338709 -0.065520290516239282 0.069582985267043124 -0.091946761496365076 0.0039219217241558994 -0.021536568119641275 -0.054660056980655472 -0.070289558200882035 0.064677224061141417 -0.060969161811996908 0.13000734142648679 -0.050014519187457418 0.0073410736663000924 -0.032715522249539691 0.022376346055950441 1.9122680556655678e-05 -0.026349849898368125 -0.0084785046335309738 0.061137416495475917 0.056641809679567813 -0.0070408781843693709 -0.11477345701975701 0.086521943962495573 -0.1317353687775524 -0.021400220003024693 -0.13711984439028635 0.079486523047089586 -0.0076224468442766622 0.086691882373351195 -0.029197353492567288 0.039334190051317559
leaf_weight=49 24 20 20 158 31 34 26 75 34 36 34 21 24 21 1765 50 20 40 20 146 39 38 23 51 27 20 30 36 122 87
leaf_count=49 24 20 20 158 31 34 26 75 34 36 34 21 24 21 1765 50 20 40 20 146 39 38 23 51 27 20 30 36 122 87
internal_value=0 0.000507745 5.87674e-05 0.0210132 -0.00145258 -0.000817535 -0.000167448 0.0394638 -0.0017176 -0.00105334 0.0344388 0.0848145 -0.00229892 -0.0491939 -0.00103601 -0.00021797 0.00230135 0.000930929 -0.022309 -0.0290282 -0.0650973 0.0537632 -0.081172 -0.000195479 -0.032693 0.00701858 0.00136568 0.0438217 -5.38253e-05 0.001866
internal_weight=0 3097 3077 207 2870 2850 2816 106 2710 2684 91 57 2593 68 2525 2491 2236 2178 255 235 89 58 47 2138 98 71 2040 66 1974 1852
internal_count=3121 3097 3077 207 2870 2850 2816 106 2710 2684 91 57 2593 68 2525 2491 2236 2178 255 235 89 58 47 2138 98 71 2040 66 1974 1852
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=0 38 1 33 33 1348 147 148 12 40 13 13 42 1213 129 11 3 41 15 132 49 3 0 16 2 40 13 13 13 2
split_gain=9.3376 11.2592 10.2799 8.80658 12.181 8.63281 12.3051 10.9346 9.85657 9.61214 13.4162 10.9848 17.8812 16.486 16.4068 15.5097 27.3651 14.9036 18.5916 13.3373 13.2851 12.3494 40.6573 16.1063 13.1644 11.9122 9.96087 11.8869 19.2128 11.3981
threshold=0.18019500000000002 1.0000000180025095e-35 0.087135000000000004 0.089160000000000003 0.078905000000000017 0.091105000000000005 0.097985000000000017 -0.11174999999999997 -0.12529499999999996 0.051255000000000002 0.40528500000000006 0.038215000000000006 0.10077000000000001 0.052820000000000013 0.088825000000000015 1.0000000180025095e-35 -0.11171999999999999 0.079300000000000009 -0.13843999999999998 0.081160000000000024 -0.18481499999999998 -0.23446499999999998 -0.053834999999999994 0.55700000000000005 0.11144000000000001 -0.097089999999999982 -0.52014499999999986 -0.42195999999999995 -0.15416999999999995 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -9 10 11 15 13 14 21 16 -10 19 -19 -17 -18 23 24 -13 -23 -22 -27 -28 -29 -30
right_child=-2 2 -4 -5 -6 -7 -8 8 9 -11 -12 12 -14 -15 -16 17 20 18 -20 -21 25 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.072254999487527782 -0.050634566973894839 -0.010291094151103781 0.078209060643400469 -0.055072866431598012 0.078080725339241333 -0.053595039894183474 0.061993832408916205 0.054505004177829532 -0.09975729481213623 -0.054119185505039774 0.076228588042051904 0.095903936604207207 0.048941826197857918 -0.1091962402575605 -0.089557875763496456 0.12896828049650561 -0.060535857914125218 0.081684733144938959 -0.038565413281321528 0.024428560131269955 0.079275369215756661 -0.00059225911148980766 -0.15884170189499858 -0.0050772591560546846 -0.086159469704143704 -0.066792072941149985 0.069622783649426243 -0.061639582304323606 9.26693045604288e-05 0.021319814022859311
leaf_weight=21 36 21 35 29 20 30 32 33 27 33 23 22 38 21 29 26 34 20 36 23 20 178 20 56 20 21 26 47 1851 293
leaf_count=21 36 21 35 29 20 30 32 33 27 33 23 22 38 21 29 26 34 20 36 23 20 178 20 56 20 21 26 47 1851 293
internal_value=0 0.000590873 0.0450215 -0.000230558 0.000299584 -0.000222437 0.000320336 -0.000356002 0.000165185 -0.000460937 0.000164539 -0.000458493 -0.0161729 -0.0233242 -0.0177756 0.00203092 0.000328838 0.0396226 0.00438107 0.0798986 0.00150786 -0.0107429 -0.0229608 0.0234046 -0.00923541 0.00244209 0.00175547 0.00240477 0.00160711 0.00299358
internal_weight=0 3085 56 3029 3000 2980 2950 2918 2897 2864 2831 2808 384 346 325 2424 2319 105 56 49 2292 296 218 78 198 2258 2238 2217 2191 2144
internal_count=3121 3085 56 3029 3000 2980 2950 2918 2897 2864 2831 2808 384 346 325 2424 2319 105 56 49 2292 296 218 78 198 2258 2238 2217 2191 2144
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=1 1 39 148 48 1 160 0 40 4 3 4 48 12 12 124 12 2 43 42 43 3 51 151 4 52 4 13 12 3
split_gain=8.45521 9.04609 22.6573 20.1688 23.5794 18.5048 25.8141 20.1136 25.2416 30.1734 19.5672 22.917 38.57 17.6626 28.2059 14.3719 14.7361 17.3182 19.5311 13.5678 13.8469 35.1933 26.7628 19.7495 16.2591 16.2131 14.5456 14.2104 13.4946 12.0418
threshold=0.16773500000000005 0.10638500000000002 0.10076500000000001 -0.083019999999999983 -0.080024999999999985 0.10124500000000002 -0.014214999999999998 0.056435000000000006 -0.081029999999999977 0.042705000000000007 0.092670000000000016 -0.072334999999999997 0.016865000000000002 0.11734000000000001 0.10711000000000002 0.05852000000000001 0.11734000000000001 0.14530500000000005 -1.0000000180025095e-35 0.11159000000000001 -0.073404999999999984 0.13524500000000003 0.11381000000000001 -0.087699999999999986 0.056795000000000005 0.12354000000000001 0.50644500000000015 -0.0087749999999999981 -1.0000000180025095e-35 -0.061964999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 10 -7 8 -8 -10 15 -12 -13 14 19 16 -1 18 -18 20 23 22 24 -6 -22 27 -26 -25 -23 -15
right_child=-2 3 -4 4 13 6 7 -9 9 -11 11 12 -14 29 -16 -17 17 -19 -20 -21 21 28 -24 25 26 -27 -28 -29 -30 -31
leaf_value=0.0036864609061633951 -0.060407672401355667 -0.087523164674639706 -0.079919017088675021 0.11616917597976598 0.086484116635152278 0.055396198310578862 0.00046031414309427848 0.0020871152409485407 -0.22479879792779683 -0.063979230714695787 4.5657625137749366e-05 -0.18975496905093844 -0.0064446714396278072 0.12909203608520331 -0.083827258917418393 0.087362623587250721 -0.15244860782288017 0.029952878425617446 -0.02206742228181274 -0.049369370006024843 -0.010177812243283199 0.031218414309254868 0.15677968723197969 -0.01238544311374426 0.10649308669178381 0.047588208271190528 0.019488326506689191 -0.086420231716973439 -0.032454915936104958 0.022995373971112398
leaf_weight=2120 23 20 37 22 21 24 21 35 20 28 59 22 24 20 33 20 20 22 27 34 37 57 26 100 46 32 33 35 80 23
leaf_count=2120 23 20 37 22 21 24 21 35 20 28 59 22 24 20 33 20 20 22 27 34 37 57 26 100 46 32 33 35 80 23
internal_value=0 0.000448475 -0.00225173 0.0112624 0.0145607 -0.00107495 -0.0380873 -0.0596604 -0.0909816 -0.130987 0.0009724 -0.0412056 -0.0941148 0.0106866 0.00572177 0.00297724 0.00220624 -0.0432729 -0.0775488 0.0116202 0.0160606 0.0301955 0.0650809 -0.00491629 0.0445277 -0.0164098 0.0701493 -0.0315796 -0.00596309 0.0723427
internal_weight=0 3098 2479 619 599 2442 128 104 69 48 2314 105 46 577 534 2209 2189 69 47 501 467 279 142 188 116 167 79 135 137 43
internal_count=3121 3098 2479 619 599 2442 128 104 69 48 2314 105 46 577 534 2209 2189 69 47 501 467 279 142 188 116 167 79 135 137 43
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=96 43 0 43 0 16 401 13 12 11 43 12 0 132 39 4 159 14 39 52 16 13 1 0 13 133 2 3 157 133
split_gain=8.33708 8.54091 20.0814 13.9984 14.1015 11.0318 9.66483 9.18832 31.8635 27.1883 15.4069 11.803 13.7799 16.3475 10.1399 12.2412 11.1485 9.84107 9.23488 21.4479 18.7212 14.3513 14.3133 12.0122 10.9632 21.7009 14.0111 17.7819 17.7461 16.422
threshold=0.090365000000000015 0.10915000000000001 -0.10224499999999999 0.24789500000000006 -0.11991499999999998 -0.083134999999999987 0.12828500000000001 -0.089109999999999981 0.10124000000000001 0.080455000000000013 0.060960000000000007 0.092200000000000018 -0.16360999999999995 0.066910000000000011 0.084780000000000008 0.015030000000000002 0.083335000000000006 0.096015000000000017 0.10076500000000001 -0.075329999999999994 -0.27167499999999994 0.27020000000000005 0.12577000000000002 -0.036484999999999997 0.038215000000000006 -0.0077049999999999992 0.09678500000000001 0.092670000000000016 0.13027500000000003 0.12599500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -5 -4 7 8 9 10 11 12 -1 14 15 -14 -17 18 21 -20 -21 22 24 -24 26 -26 27 -9 29 -28
right_child=-2 2 5 4 -6 -7 -8 17 -10 -11 -12 -13 13 -15 -16 16 -18 -19 19 20 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=-0.07810817989318268 -0.062795902362891606 0.13070593899623914 0.027352511512213636 -0.028778556622564795 0.086033799515470216 -0.018787999383149376 0.045292093949815766 -2.863392370125733e-05 -0.11308440811211062 0.087185085963990008 -0.080228646505962731 -0.079397199861705306 0.0012491947833310677 0.076403776963275896 0.043194181213746907 -0.081514155643242533 0.0067277307029474862 -0.066069821479984303 0.030099789691822872 -0.01670268792016753 -0.13610163925526042 0.063304339204669782 0.019159040615802082 0.10231295378635759 -0.087711307444633582 -0.0076771815978856975 0.031505120304021715 -0.058047325021841317 -0.069058634035966612 -0.025585942524406366
leaf_weight=23 21 22 95 20 23 114 44 1336 31 28 33 22 162 27 37 41 22 22 35 29 24 38 71 23 39 258 345 55 22 59
leaf_count=23 21 22 95 20 23 114 44 1336 31 28 33 22 162 27 37 41 22 22 35 29 24 38 71 23 39 258 345 55 22 59
internal_value=0 0.000425392 0.0172825 0.0658267 0.0326327 0.00218496 -0.00120902 -0.00194448 -0.0154597 -0.00779798 -0.0150446 -0.00860431 -0.00361251 0.00231621 -0.00531876 -0.0132964 -0.0506995 0.000499273 0.00112675 -0.0306514 -0.0707701 0.00237184 0.00132318 0.0395052 -0.000374601 -0.0181867 0.0025369 -0.00232269 0.0184047 0.0231676
internal_weight=0 3100 274 65 43 209 2826 2782 426 395 367 334 312 289 262 225 63 2356 2334 88 53 2246 2208 94 2114 297 1817 1391 426 404
internal_count=3121 3100 274 65 43 209 2826 2782 426 395 367 334 312 289 262 225 63 2356 2334 88 53 2246 2208 94 2114 297 1817 1391 426 404
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=11 104 1424 1375 160 96 11 16 52 0 475 475 475 374 374 4 48 51 48 0 1 38 106 3 49 3 14 151 49 157
split_gain=8.55096 9.56295 8.3077 7.7717 8.66037 17.7887 15.3416 13.7881 28.1518 12.754 11.229 25.8097 20.4031 14.3826 14.7329 9.05025 16.4568 12.3466 12.2704 10.9882 11.0926 10.5528 9.43419 10.6252 38.7938 11.2175 11.4897 9.76063 13.9964 10.1075
threshold=-0.072629999999999986 0.089050000000000004 1.0000000180025095e-35 -0.27302499999999996 0.089640000000000011 0.086715000000000014 0.106895 -0.014754999999999999 -0.087284999999999988 0.16094000000000003 -0.088274999999999978 -0.094164999999999985 -0.085684999999999997 0.091075000000000017 0.083845000000000017 -0.085594999999999991 0.092475000000000016 0.24916000000000002 0.083685000000000009 -0.086284999999999987 0.077565000000000009 0.10657000000000001 0.016890000000000006 -0.097604999999999983 -0.050619999999999991 0.32202000000000003 0.019675000000000002 0.095500000000000015 -0.028954999999999998 0.12040000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 9 8 -6 10 11 -5 -12 14 15 16 18 21 19 20 -14 22 23 24 -17 26 27 29 -29 -25
right_child=1 -3 -4 4 7 -7 -8 -9 -10 -11 12 -13 13 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.063596302128973464 -0.05209415662905266 0.069355606418102983 0.0484255293330976 -0.0072590586955885638 0.14921683788299561 -0.093507751378984691 -0.088372964244335897 -0.0039985088388165167 0.020671590967097513 0.058656666531331017 0.060235516927205024 -0.13287020336304392 0.068929095960532635 0.08107142349084219 -0.087517228554934268 -0.14652183691893395 -0.051946565925420546 -0.068919408269997304 0.092181240643064183 0.0038690789274091948 -0.0047390957032480557 0.060094065133195665 0.064298873730003842 -0.00010983631566500855 -0.0090590091395965754 -0.062114006617376885 0.073931116193416524 -0.0005419907346367836 -0.10555371772497893 -0.069923266715237076
leaf_weight=21 29 20 35 74 20 21 20 155 115 36 55 21 60 21 20 24 37 29 21 282 31 26 20 1662 142 31 20 30 22 21
leaf_count=21 29 20 35 74 20 21 20 155 115 36 55 21 60 21 20 24 37 29 21 282 31 26 20 1662 142 31 20 30 22 21
internal_value=0 0.000430814 -1.675e-05 -0.000573558 -7.81674e-05 -0.00182596 -0.00111419 0.016351 0.0397153 -0.00046422 -0.00126768 -0.0350257 -1.19918e-05 -0.00133797 -0.00203635 -0.00134082 0.0118183 -0.00413884 0.0178064 0.0136191 0.0438333 -0.00319858 -0.00403307 -0.00473319 -0.0289332 -0.00248392 -0.00143063 -0.00229935 -0.04497 -0.000980949
internal_weight=0 3100 3080 3045 3016 2726 2705 290 135 2685 2649 95 2554 2499 2478 2458 431 2027 394 373 91 1998 1972 1952 166 1786 1755 1735 52 1683
internal_count=3121 3100 3080 3045 3016 2726 2705 290 135 2685 2649 95 2554 2499 2478 2458 431 2027 394 373 91 1998 1972 1952 166 1786 1755 1735 52 1683
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=2 1373 457 148 105 14 30 1455 1453 52 1453 153 1212 158 1453 33 10 1 11 1 129 148 4 16 2 4 51 43 13 51
split_gain=7.51212 7.13387 18.0114 7.82042 7.2083 9.85663 15.8854 6.87663 12.2305 9.81796 8.99528 7.95135 6.83757 7.18031 11.1426 9.76842 9.69442 10.6771 14.3787 11.4339 11.3077 11.1472 12.3957 11.5472 11.4656 10.5187 16.3089 13.9156 13.3722 13.9732
threshold=0.31765000000000004 -1.0000000180025095e-35 0.29113500000000009 0.10090000000000002 0.079510000000000011 -0.47013499999999991 0.096890000000000018 -0.23681499999999997 -0.13306499999999996 -0.57009999999999994 -0.084064999999999987 0.084695000000000006 0.14560000000000003 0.085410000000000014 -0.057274999999999993 -0.0066799999999999993 0.083760000000000015 0.111945 0.10221500000000001 0.11353000000000001 0.11179500000000002 -0.10665499999999999 0.26790000000000008 -0.084939999999999988 0.084550000000000014 0.042705000000000007 -0.41109999999999997 -0.0011349999999999999 -0.097224999999999992 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -9 -10 -11 12 13 15 -15 -12 17 18 20 -19 21 -17 23 24 -23 28 -27 -28 -25 -30
right_child=-2 2 -4 -5 -6 6 -8 8 9 10 11 -13 -14 14 -16 16 -18 19 -20 -21 -22 22 -24 25 -26 26 27 -29 29 -31
leaf_value=0.052601695418930977 -0.054596495300531393 0.051886493586809246 -0.092295024295647954 0.057493039593100551 -0.058200340327762425 0.040729036293036883 -0.088868772462010387 -0.077956384103745224 0.051695122861781642 0.060812113077069324 0.065565776536684661 -0.061972829841432125 0.048959699814440684 -0.05147494084161261 0.021387187498330604 0.069453162075951688 -0.057610239111818375 0.073637046857426572 -0.089145055115222929 0.0087656563769592643 0.05599659750418317 0.026467604958340885 -0.046624009279717861 0.041972523844904373 -0.0026925743171810419 0.010041012366612753 -0.13360774405300618 -0.031447613071650268 -0.0063180682024511579 -0.052597981378220131
leaf_weight=26 25 37 21 24 21 42 20 20 37 24 21 21 28 23 240 20 32 30 20 288 31 209 71 54 380 36 24 30 1197 69
leaf_count=26 25 37 21 24 21 42 20 20 37 24 21 21 28 23 240 20 32 30 20 288 31 209 71 54 380 36 24 30 1197 69
internal_value=0 0.000440863 -8.89849e-07 0.000634786 0.00018368 0.000591824 -4.78471e-05 0.000554942 -2.58886e-05 0.000514357 -0.000150561 -0.000668658 -0.000209368 -0.000705489 0.0150152 -0.00235141 -0.00292397 -0.00221232 -0.00475185 0.0148856 -0.00395606 -0.00484531 -0.00556317 -0.00410478 0.00765459 -0.00901703 -0.0420949 -0.0768521 -0.00676172 -0.00884043
internal_weight=0 3096 3070 3049 3025 3004 2967 2947 2905 2885 2848 2824 2803 2775 263 2512 2491 2459 2141 318 2121 2090 2070 1999 589 1410 90 54 1320 1266
internal_count=3121 3096 3070 3049 3025 3004 2967 2947 2905 2885 2848 2824 2803 2775 263 2512 2491 2459 2141 318 2121 2090 2070 1999 589 1410 90 54 1320 1266
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=11 105 3 42 2 11 16 13 0 160 12 160 51 133 1 0 4 3 474 13 0 4 42 16 12 0 15 483 48 1374
split_gain=7.02448 9.46861 6.86597 14.2494 12.7903 15.3381 8.65531 24.2697 20.0894 21.1887 21.9479 19.6701 19.6059 16.0644 14.3542 14.1418 22.7733 11.1635 10.3719 10.151 13.2422 10.5618 9.83865 13.7932 13.3451 11.6639 9.38595 9.30872 11.4695 11.3619
threshold=-0.072629999999999986 0.082105000000000011 -0.23446499999999998 0.075730000000000006 0.10467500000000002 0.085155000000000022 0.042200000000000008 0.038215000000000006 -0.059114999999999994 -0.077849999999999989 0.092855000000000007 -1.0000000180025095e-35 -0.22411499999999998 0.11667000000000001 0.14262000000000002 0.13134000000000004 -0.27825499999999997 -0.063074999999999978 0.079590000000000008 -0.087404999999999997 -0.081894999999999982 -0.023539999999999995 0.075730000000000006 0.51791000000000009 0.092465000000000006 0.0059850000000000016 -0.076244999999999993 0.085510000000000017 0.13983000000000004 0.086000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 12 8 9 10 -8 -9 -4 19 15 16 -14 -13 22 -11 21 -21 23 25 -24 -10 -22 28 29 -18
right_child=1 -3 6 -5 5 -7 7 11 18 13 -12 17 14 -15 -16 -17 27 -19 -20 20 26 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.057641000407082699 0.068731319524347786 0.06897444427013398 0.088128871356065452 0.098357079428664992 -0.088607816155999899 0.015010071251541378 -0.16083962483331563 -0.14806480361148716 -0.084710681576419755 0.048458817931158207 -0.021500223430876549 -0.071282267280750808 0.10413987785577775 -0.088822910967080504 -0.045161481619332783 -0.081564697772264494 -0.00077924135107960155 0.012907468667253853 0.063757590756127192 -0.0050539158768515341 0.047673427201126051 -0.084541059982563782 0.0929654302213479 0.054911921049157777 0.0010171535228820224 -0.0022386368443357185 -0.0083161760629196693 0.021615686857910113 -0.07558465778827668 0.044524230561300851
leaf_weight=21 25 20 26 21 20 50 20 20 27 35 26 36 22 23 66 20 1923 28 44 32 41 35 27 24 38 47 111 216 20 57
leaf_count=21 25 20 26 21 20 50 20 20 27 35 26 36 22 23 66 20 1923 28 44 32 41 35 27 24 38 47 111 216 20 57
internal_value=0 0.000390471 -5.48792e-05 0.0238115 0.00733295 -0.014595 -0.000988919 -0.0115608 -0.00364581 -0.0192316 -0.0820826 -0.0615006 0.00177326 -0.00879428 0.000807152 0.00215079 0.00289892 -0.0344493 0.0206741 -0.00154759 -0.00953949 -0.0465771 0.00904417 -0.0109645 0.0392111 -0.0323298 0.00678628 0.00189382 -0.000236147 0.00052495
internal_weight=0 3100 3080 116 95 70 2964 614 530 323 46 84 2350 277 2324 2258 2238 64 207 254 219 67 163 98 65 74 152 2216 2000 1980
internal_count=3121 3100 3080 116 95 70 2964 614 530 323 46 84 2350 277 2324 2258 2238 64 207 254 219 67 163 98 65 74 152 2216 2000 1980
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=1424 1455 1453 1453 14 14 1 157 157 51 52 0 12 132 48 0 12 402 38 43 10 52 33 13 0 160 4 156 475 2
split_gain=6.60649 6.59247 9.57344 7.36279 8.46928 10.3719 19.0594 8.56025 13.8979 11.5576 10.2272 11.1177 39.8213 24.6526 27.4453 17.2356 12.2394 13.1001 13.4729 11.4101 16.2601 15.808 14.3471 10.8632 18.3695 10.6891 12.0134 9.18948 16.5943 12.0355
threshold=1.0000000180025095e-35 -0.23681499999999997 -0.13306499999999996 -0.082599999999999993 0.10364000000000002 0.076975000000000002 0.085605000000000014 -0.14116499999999996 -0.48214999999999997 0.24916000000000002 -0.57009999999999994 0.034820000000000011 -0.085119999999999987 0.089365000000000014 0.090225000000000014 0.16094000000000003 -0.12529499999999996 0.090595000000000023 0.095410000000000009 -0.23229999999999998 -0.15282499999999996 -0.14765999999999999 0.085305000000000006 0.10820000000000002 0.0059850000000000016 -0.010514999999999998 -0.46376499999999993 0.088610000000000008 -0.083589999999999984 -0.090999999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 8 -5 -10 -9 16 -13 14 15 25 17 18 -12 21 -21 -18 23 24 27 -14 -27 29 -29 -22
right_child=-2 2 3 4 -6 6 -8 10 9 -11 11 12 13 -15 -16 -17 19 -19 -20 20 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.038858124538369121 0.043201849865061898 -0.069991340618580575 0.048717352319508793 0.023313107930364146 -0.064353479090191068 0.0027832294172710844 0.1201080204639584 0.065889246672715826 -0.0195105569984983 -0.10626881628164225 0.12246372064885994 -0.15731952644884586 0.05297154181546742 -0.10879354226318272 -0.10649286136031151 0.088983275455289668 0.097376902788304368 -0.026462878901067945 0.021941626307864986 -0.075273593611394365 -0.066422151360246873 0.011369161256588996 0.081102185993499706 -0.055677432768248228 0.08093867692061596 0.0069594781955375391 -0.074108676284551631 -0.087565253742716537 -0.00951200361790446 0.00078648734282527998
leaf_weight=42 35 20 30 31 21 45 20 23 34 28 24 20 31 22 20 28 26 21 30 30 27 120 21 37 27 68 25 33 156 2026
leaf_count=42 35 20 30 31 21 45 20 23 34 28 24 20 31 22 20 28 26 21 30 30 27 120 21 37 27 68 25 33 156 2026
internal_value=0 -0.000489976 -0.00103289 -0.000576812 -0.00107074 -0.000623739 0.0388832 -0.0015068 -0.0313568 -0.0586917 -0.00052064 -0.00106771 -0.0229698 -0.00911927 0.00362977 0.0181196 0.000750377 0.0405554 0.0666181 -0.000442343 -0.00212273 0.0266856 -0.00117966 -0.00192898 -0.00105251 0.00211811 -0.014833 -0.00203992 -0.0231403 -9.74061e-05
internal_weight=0 3086 3044 3024 2994 2973 65 2908 93 62 2815 2792 214 194 172 152 2578 75 54 2503 2357 146 2327 2306 2269 124 93 2242 189 2053
internal_count=3121 3086 3044 3024 2994 2973 65 2908 93 62 2815 2792 214 194 172 152 2578 75 54 2503 2357 146 2327 2306 2269 124 93 2242 189 2053
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=159 16 96 34 34 2 40 3 133 457 390 0 1444 4 4 39 16 0 15 13 4 15 16 4 16 1 133 151 2 43
split_gain=6.41297 6.65781 7.51273 8.70853 7.74668 7.1535 20.2461 24.2918 15.3941 13.2759 12.6845 11.9934 10.9241 11.3024 27.4839 18.5671 13.3548 21.6584 12.7108 12.4612 21.2217 15.2794 12.1237 10.906 12.174 20.9521 14.0792 10.7911 14.8252 18.1006
threshold=0.24213000000000004 -0.55248999999999981 0.087655000000000025 -0.11726499999999999 -0.081829999999999986 0.086100000000000024 -0.0061149999999999998 0.10893000000000001 0.076280000000000014 0.31508000000000008 0.087070000000000022 -0.13027499999999997 -0.083144999999999983 0.04735000000000001 0.018150000000000003 -0.07137499999999998 -0.4179199999999999 -0.15202999999999997 -0.082809999999999981 -0.23438999999999996 0.51303500000000013 -0.41942499999999994 0.41553500000000004 -0.16363499999999997 0.0057500000000000008 0.11039500000000001 0.039215000000000007 -0.081864999999999979 0.096540000000000015 -0.084999999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 8 11 -6 10 12 -8 -7 14 18 -15 -17 -18 -14 -19 21 -21 -23 -13 -25 26 -26 28 29 -20
right_child=-2 2 -4 4 5 9 7 -9 -10 -11 -12 23 13 15 -16 16 17 19 27 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.045750265118840616 -0.055074924478928249 0.061666006867206941 -0.052616937182567741 -0.042748252674937252 0.11814989635853895 -0.071303271654654637 0.050993433488266807 -0.10528014674782754 0.010189269900321962 -0.07874354274700518 -0.067919261928583538 0.071423755586147317 0.020224389322133857 -0.10103737128817517 0.088241922061302158 0.0098312669929393262 -0.12407407224178316 0.059806297663599253 0.044828328997978284 0.052975631852944696 -0.12086633883416653 -0.044801933785762499 0.010124354332219809 0.006758637488653985 -0.034643004829099835 0.016953476990802567 -0.13058910006657243 -0.0077146577329947723 0.09774583816866983 -0.034762307456782403
leaf_weight=32 21 23 27 42 28 22 56 20 25 23 29 23 293 23 38 209 20 20 62 30 20 108 64 787 65 69 20 847 22 53
leaf_count=32 21 23 27 42 28 22 56 20 25 23 29 23 293 23 38 209 20 20 62 30 20 108 64 787 65 69 20 847 22 53
internal_value=0 0.000373088 -0.000100207 0.000366071 -0.000101092 0.000500783 0.00693592 0.0038635 0.0672251 -0.00323454 -0.00230082 0.00600357 -0.00126154 -0.00040973 0.00443497 -0.013306 -0.00902193 -0.0240613 0.00194111 -0.0157958 -0.0226068 -0.0128781 -0.0243642 0.00339005 0.00172716 -0.0239856 -0.0572186 -0.003503 0.0225355 0.00814743
internal_weight=0 3100 3068 3041 3018 2976 1093 1040 53 1883 1860 1020 1831 1809 1315 494 471 262 1277 242 222 202 172 964 941 154 85 984 137 115
internal_count=3121 3100 3068 3041 3018 2976 1093 1040 53 1883 1860 1020 1831 1809 1315 494 471 262 1277 242 222 202 172 964 941 154 85 984 137 115
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=1373 457 1 1 39 1 160 52 40 3 4 43 13 2 10 2 3 52 448 147 49 0 475 52 1 124 12 2 43 13
split_gain=6.07344 12.4553 9.06826 7.78887 13.5895 11.9409 18.5375 16.2564 18.967 12.7114 22.7639 11.2188 22.3547 17.6907 16.3911 15.2217 16.6013 12.7725 10.34 12.2976 9.63111 11.2957 13.1356 12.8371 10.8437 9.58224 8.73134 13.1236 14.125 9.70503
threshold=-1.0000000180025095e-35 0.29113500000000009 0.16773500000000005 0.10638500000000002 0.10076500000000001 0.10124500000000002 -0.014214999999999998 -0.090859999999999982 -0.081029999999999977 0.099930000000000005 -0.072334999999999997 -0.073404999999999984 0.24394000000000002 0.11448000000000001 0.094860000000000014 -0.13033999999999998 -0.072894999999999988 0.12354000000000001 -0.087399999999999992 0.090425000000000019 0.14321000000000003 -0.036484999999999997 -0.052309999999999988 0.060015000000000006 0.13707500000000003 0.05852000000000001 0.11734000000000001 0.14530500000000005 -1.0000000180025095e-35 0.17001000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 9 -7 -8 -9 18 -11 12 17 14 15 -13 -17 -5 -2 25 21 22 -15 24 -24 26 29 28 -28 -20
right_child=1 -3 -4 11 -6 6 7 8 -10 10 -12 13 -14 20 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.048129803981058872 0.071677165797778539 -0.07715625560709409 -0.063852159187875013 -0.026815032677014891 -0.062924304232001307 0.04767481606298437 -0.0056162819928593111 -0.011939022266943496 -0.13281275895150269 0.002061686376232262 -0.12575742026621647 0.13748351747081394 0.087475141137838372 -0.064672590792179116 -0.033860457603904333 -0.013917831309578001 0.068761190695359437 0.039985287709928617 0.0010693188079760009 -0.067193298443005631 -0.052251838846132159 0.069160126242786654 0.021553198364908585 0.069272347347390267 -0.04808914197815789 0.070889358147978795 -0.12718123785860372 0.030096193504604424 -0.016303193460960218 0.034818429492408765
leaf_weight=26 21 21 22 181 36 24 45 21 34 38 22 21 23 26 22 34 85 34 1999 26 28 28 59 31 36 20 20 22 27 89
leaf_count=26 21 21 22 181 36 24 45 21 34 38 22 21 23 26 22 34 85 34 1999 26 28 28 59 31 36 20 20 22 27 89
internal_value=0 -0.000404321 0.000120009 0.000581145 -0.00193854 -0.00102679 -0.0312491 -0.0501909 -0.086661 0.000614 -0.0448053 0.0107096 -0.00622728 0.0216042 0.046381 0.0589903 0.0451386 -0.0162513 0.00183934 0.00117362 0.00230681 0.0107937 4.20066e-05 0.0133958 -0.00483758 0.00199012 0.00135128 -0.0336477 -0.0634853 0.00250786
internal_weight=0 3095 3074 3052 2444 2408 124 100 55 2284 60 608 238 370 162 140 119 215 2224 2203 208 180 152 126 95 2177 2157 69 47 2088
internal_count=3121 3095 3074 3052 2444 2408 124 100 55 2284 60 608 238 370 162 140 119 215 2224 2203 208 180 152 126 95 2177 2157 69 47 2088
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=33 33 0 12 158 15 10 42 1 45 40 123 34 40 52 39 8 13 455 14 456 147 1 1 0 0 15 149 49 3
split_gain=6.55777 14.3673 6.3123 10.192 9.76631 9.29535 8.43892 12.9812 9.18945 9.81659 7.82917 11.7446 11.361 11.0132 11.694 11.3537 9.9507 8.8429 8.32317 8.14809 8.67392 9.59866 10.32 11.3639 7.87715 10.5484 15.0324 8.67144 12.7799 31.5133
threshold=0.088595000000000021 0.078905000000000017 0.18019500000000002 -0.12529499999999996 0.083705000000000016 -0.10653 -0.013164999999999998 0.086035000000000014 0.14804000000000003 0.084355000000000013 -0.081029999999999977 0.11875000000000001 -0.057544999999999992 -0.08440499999999998 -0.081429999999999989 0.085425000000000015 0.084655000000000022 -0.01163 0.092985000000000012 0.097795000000000007 -0.15970499999999996 0.096265000000000003 0.13842500000000005 0.12456000000000002 -0.23194499999999998 -0.18901999999999997 -0.083359999999999976 0.07770500000000001 -0.081604999999999997 -0.092174999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -5 9 10 13 12 -12 15 -15 -8 18 -17 19 20 -14 22 23 24 -22 26 -26 28 29 -27
right_child=-2 -3 -4 6 -6 -7 8 -9 -10 -11 11 -13 16 14 -16 17 -18 -19 -20 -21 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.096420718630154931 -0.041849221107927534 0.08293383537481229 -0.04424433882813901 -0.10364895149774385 -0.021057565936020442 0.012925124634057284 0.059655218097296625 -0.00094941996503621344 0.05720610703740802 0.052276203068239352 -0.07480296329816892 -0.078450528811663395 -0.066010945471934979 0.0049424381367862225 0.10665114917075978 0.024955065976828339 -0.065064691364144292 -0.060888302475214012 0.058238935030143095 -0.06152153889733282 -0.03980382136617075 0.054527555301319808 -0.072134064948186291 0.050359480548650026 0.0031962871137592528 -0.14978489993140101 0.10965720173858462 0.043926616873414745 -0.00049420244565952459 -0.005977343567064964
leaf_weight=30 37 21 32 20 21 24 22 32 28 35 21 20 20 20 26 20 24 30 24 22 51 32 20 44 36 20 21 42 2262 64
leaf_count=30 37 21 32 20 21 24 22 32 28 35 21 20 20 20 26 20 24 30 24 22 51 32 20 44 36 20 21 42 2262 64
internal_value=0 0.000502082 -6.30719e-05 0.000403375 0.0368082 0.0593116 -0.000520293 -0.0404492 0.000194688 -0.00036036 -0.00100882 -0.00210162 -0.0015367 0.0242089 0.06243 -0.00021018 -0.000963026 -0.026551 -0.00038423 -0.000918382 -0.000407942 9.8254e-05 -0.000582112 -1.87111e-05 -0.000906788 -9.5439e-05 0.0424187 -0.00111022 -0.00191651 -0.0402172
internal_weight=0 3084 3063 3031 75 54 2956 52 2904 2876 2841 2723 2703 118 46 72 2682 50 2658 2634 2612 2592 2560 2540 2496 2445 57 2388 2346 84
internal_count=3121 3084 3063 3031 75 54 2956 52 2904 2876 2841 2723 2703 118 46 72 2682 50 2658 2634 2612 2592 2560 2540 2496 2445 57 2388 2346 84
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=47 45 33 33 10 10 1 14 39 2 13 52 16 150 131 13 49 475 155 455 1451 48 47 1 52 403 150 147 3 3
split_gain=6.31721 8.90396 8.85255 17.9623 9.14676 22.7109 11.5654 7.08696 9.18574 14.6666 10.9619 9.89593 15.9574 7.64403 6.56006 9.52232 7.46154 8.41918 9.45703 8.24489 7.7688 6.87578 7.49003 7.21559 14.2975 70.4436 14.3676 18.0853 13.1475 12.0672
threshold=0.14174500000000004 0.084355000000000013 0.089160000000000003 0.082285000000000011 -0.015579999999999998 -0.39453499999999991 0.15618500000000002 -0.47013499999999991 0.098905000000000007 0.096015000000000017 0.27266500000000005 -0.078224999999999975 -0.13941499999999998 0.14153000000000002 0.12193000000000001 -0.011914999999999999 0.11902500000000002 0.068270000000000011 0.086670000000000011 0.092985000000000012 0.089825000000000002 0.11376500000000002 0.10589000000000001 0.080270000000000022 -0.023194999999999997 -0.0059799999999999992 0.12068000000000002 0.089365000000000014 0.10299500000000002 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 10 -10 13 -11 -13 14 16 -16 17 19 -19 20 21 23 -23 28 25 -25 27 29 -9 -26
right_child=-2 -3 -4 -5 6 -7 -8 8 9 11 -12 12 -14 -15 15 -17 -18 18 -20 -21 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0071004643881072598 -0.047285348210217702 0.044095628480325742 -0.053397034513416722 0.092477757767552432 0.044602197238377161 -0.1258057488501072 0.071065411489942804 0.003498826409888529 0.025209306048289422 -0.00026863481849431992 0.063782460684025738 -0.027559974076955214 -0.14812843054533006 -0.057655356370884439 0.087385576679593041 0.0012462382152796526 -0.023734416734811119 0.077435780133431165 -0.0026478569505029716 0.051960381586104637 0.050670060290601754 0.08092083524735201 -0.0045876421267166739 -0.20713379438966514 -0.0045605051068931214 -0.013872260581643961 0.073238623500443426 -0.093851083942822044 -0.078148021176457416 0.042264547220040721
leaf_weight=36 28 46 31 21 35 20 23 1422 31 20 27 23 21 23 21 33 131 30 29 30 29 21 20 20 490 331 26 21 20 62
leaf_count=36 28 46 31 21 35 20 23 1422 31 20 27 23 21 23 21 33 131 30 29 30 29 21 20 20 490 331 26 21 20 62
internal_value=0 0.00042806 -0.000231181 0.000315285 -0.00033093 -0.040366 0.000431903 -0.00012522 -0.000668593 -0.031247 0.0003741 -0.058593 -0.085104 -0.000246424 0.000236181 0.0347449 -0.000458625 0.000736643 0.0380726 -0.000147315 -0.000782259 -0.00139554 0.0392094 -0.00209153 -0.00885822 -0.0248843 0.000532698 -0.00276635 0.00236642 0.00069883
internal_weight=0 3093 3047 3016 2995 56 2939 2916 2881 95 2786 64 44 2759 2736 54 2682 2551 59 2492 2462 2433 41 2392 950 351 599 573 1442 552
internal_count=3121 3093 3047 3016 2995 56 2939 2916 2881 95 2786 64 44 2759 2736 54 2682 2551 59 2492 2462 2433 41 2392 950 351 599 573 1442 552
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=3 13 2 1 148 48 12 43 51 47 0 12 13 10 39 1 160 151 3 3 151 4 12 43 3 4 159 0 3 16
split_gain=7.10411 13.391 14.746 8.60728 16.6486 16.1709 16.4171 15.7401 18.7596 21.1525 14.8933 14.5376 14.2727 11.5547 11.0641 10.8941 14.2452 12.4846 10.7789 10.2474 22.0964 34.1472 11.9194 18.9681 19.2342 10.0483 22.5279 29.0832 10.0076 9.39422
threshold=0.32202000000000003 -0.47860499999999995 0.14960000000000004 0.10638500000000002 -0.083019999999999983 -0.080024999999999985 -0.10022999999999999 -0.24021999999999996 0.10876000000000001 0.11708 1.0000000180025095e-35 -0.086254999999999984 -0.085669999999999982 -0.088499999999999981 0.10076500000000001 0.10124500000000002 -0.014214999999999998 -0.087374999999999994 -0.012304999999999998 0.092670000000000016 -0.0038099999999999996 -0.072334999999999997 0.082480000000000012 -0.10603999999999998 -0.14989499999999997 -0.15764999999999998 -0.032739999999999991 0.12113000000000002 -0.089819999999999983 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 13 -5 -6 -7 -8 10 -10 11 12 -9 -1 15 19 -17 -18 -19 22 -21 -22 23 -15 -25 26 -24 -28 -26 -13
right_child=1 -3 -4 4 5 6 7 8 9 -11 -12 29 -14 14 -16 16 17 18 -20 20 21 -23 25 24 28 -27 27 -29 -30 -31
leaf_value=-0.077447239574976276 -0.042321539884433157 -0.097843069121951162 0.058166429335656383 -0.077649158220738174 0.10129205463897616 0.096336977842094551 0.083828916755289987 0.0049235367588698863 0.099112280728295449 -0.01544059569499007 0.033639958172094031 0.023797074210171295 -0.10213458596192526 0.091090719188962666 -0.055398873823720052 0.040017331639925643 -0.11430493917626638 -0.0046077280779156767 -0.087012555924328897 0.055965653515380367 -0.0053938746984515881 -0.14382893304448641 0.05097016053993933 -0.058594209130740531 0.087436666339635857 0.0014341735827558969 -0.15192064871080221 -0.0072449061116485886 0.015944600658323826 -0.016732980093115538
leaf_weight=20 40 21 23 20 21 22 26 20 40 27 83 82 33 35 37 24 21 57 22 23 49 28 22 33 22 1846 24 33 178 189
leaf_count=20 40 21 23 20 21 22 26 20 40 27 83 82 33 35 37 24 21 57 22 23 49 28 22 33 22 1846 24 33 178 189
internal_value=0 -0.0286874 -0.00563546 0.00079346 0.0119533 0.0152535 0.0117922 0.00807224 0.00391681 0.0529492 -0.00415486 -0.0138369 -0.0617353 -0.00174614 -0.00112918 -0.000298404 -0.0291686 -0.0457732 -0.0275559 0.00126283 -0.030043 -0.0557339 0.00269036 0.0224489 0.0121379 -6.04413e-05 -0.0349852 -0.068161 0.0238087 -0.00446927
internal_weight=0 84 63 3037 563 543 522 500 474 67 407 324 53 2474 2454 2417 124 100 79 2293 100 77 2193 268 233 1925 79 57 200 271
internal_count=3121 84 63 3037 563 543 522 500 474 67 407 324 53 2474 2454 2417 124 100 79 2293 100 77 2193 268 233 1925 79 57 200 271
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=11 14 16 96 0 474 2 1184 480 47 50 16 1212 16 15 480 50 2 12 15 43 0 4 4 160 42 1374 49 151 0
split_gain=5.85741 7.15263 12.0415 10.8823 9.27935 10.5213 8.32553 7.13028 5.69323 5.64569 5.72853 13.239 10.5585 8.56339 12.6993 13.2227 11.8157 11.3696 8.65623 8.98342 8.18507 15.9886 8.37259 28.2707 12.8108 10.0518 8.9198 10.0253 9.23546 12.6562
threshold=-0.072629999999999986 -0.10708499999999999 -0.105305 0.087655000000000025 -0.026509999999999995 0.096435000000000007 0.11474000000000002 1.0000000180025095e-35 -0.10980999999999999 0.14174500000000004 1.0000000180025095e-35 -0.14771999999999999 0.12799000000000002 -0.040964999999999994 0.079055000000000014 0.091115000000000015 0.10647500000000001 0.091055000000000011 0.087215000000000015 -0.015039999999999998 -0.50775499999999985 -0.074229999999999977 -0.16363499999999997 -0.14098499999999997 -0.088079999999999978 0.088465000000000002 0.086000000000000007 0.12497000000000001 -0.5145249999999999 -0.079829999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 6 -4 8 -3 10 12 -12 20 16 15 17 -13 -15 19 -18 21 -10 24 -24 -22 -26 27 -25 -29 -30
right_child=1 3 4 -5 -6 -7 -8 -9 9 -11 11 13 -14 14 -16 -17 18 -19 -20 -21 22 -23 23 26 25 -27 -28 28 29 -31
leaf_value=-0.052635315521841954 0.073560712422643393 -0.051360097933899278 0.061365821845829484 -0.0706988224759698 0.06088723720009015 -0.072675148592818359 -0.023759350208220661 0.041827545345295224 0.0052140672867796549 -0.046684653541216481 0.062541791008308881 0.013737598726187239 0.053247966948787084 0.021476855704902997 -0.045388398638793404 -0.032687614982326828 -0.016415477615027204 0.090701107680797588 -0.0096772275598007527 -0.11006123028695583 0.09345175668597222 -0.10935860759179508 -0.11415780938189964 -0.0023678479515798164 0.00073392926897213333 0.075927875358611341 0.031415546305376935 0.0099090911977892313 -0.10059505037286065 -0.0091877463473273181
leaf_weight=21 35 22 20 22 22 21 27 40 29 26 43 198 34 49 21 21 21 46 136 20 20 21 23 1839 160 20 74 29 33 28
leaf_count=21 35 22 20 22 22 21 27 40 29 26 43 198 34 49 21 21 21 46 136 20 20 21 23 1839 160 20 74 29 33 28
internal_value=0 0.000356562 0.0237902 -0.000628046 0.00443506 -0.0138289 0.0124641 -0.000106016 -0.000681828 -0.000296176 0.000124802 0.0092474 -0.00206699 0.00477151 0.026168 0.0391222 -0.00304535 0.054996 -0.0218195 -0.0620963 -0.00289331 -0.0429065 -0.00199455 -0.00392146 0.0175251 0.00908881 -0.00265564 -0.00396268 -0.0365503 -0.0586376
internal_weight=0 3100 125 2975 90 68 47 2953 2913 2891 2865 555 2310 512 137 116 375 95 177 41 2276 50 2226 2026 200 180 2003 1929 90 61
internal_count=3121 3100 125 2975 90 68 47 2953 2913 2891 2865 555 2310 512 137 116 375 95 177 41 2276 50 2226 2026 200 180 2003 1929 90 61
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=3 132 123 15 1 12 4 52 484 157 11 3 1 457 457 3 3 160 4 48 51 51 4 4 3 4 43 52 12 156
split_gain=5.33842 12.3691 10.4188 11.3114 7.28473 13.7979 13.5331 15.4061 12.1986 11.9368 10.4251 10.4185 10.0924 13.4275 9.4786 11.4947 10.9304 15.5862 13.5293 9.00379 8.75592 8.55504 8.60481 16.1365 23.0702 9.84705 11.177 8.06429 7.75264 12.5431
threshold=0.32202000000000003 0.10833500000000001 0.087590000000000015 -0.41396999999999995 0.10587000000000001 -0.10022999999999999 -0.0086549999999999978 -0.049749999999999996 -0.053834999999999994 -0.06457499999999998 0.098860000000000017 -0.11255999999999998 0.10124500000000002 0.080930000000000016 0.032140000000000009 -0.081054999999999974 0.086245000000000016 -0.086829999999999977 -0.059649999999999988 -0.077484999999999984 0.020580000000000005 0.10876000000000001 0.056795000000000005 0.26450500000000005 -0.071799999999999989 0.51608000000000009 -0.074974999999999986 0.016565000000000003 0.085885000000000017 0.087045000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 10 -6 7 9 27 -7 12 -10 14 20 16 28 19 -18 -19 -1 -14 22 -13 24 -24 26 -25 -8 29 -16
right_child=1 -3 -4 -5 5 6 8 -9 11 -11 -12 21 13 -15 15 -17 17 18 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.05526810290356135 -0.022989980299025777 0.041596402156920662 0.0084931943565607071 -0.12807110874425798 0.088486802806569786 -0.03170990375484764 -0.0096872604496422276 0.085534291491494524 0.037399591000090979 0.034524883758276705 -0.071835790024626825 -0.051967229810543358 -0.030993534822482616 -0.090036189526186472 0.05964190767013601 0.0479850337851081 0.037878028594929246 -0.020571609839416027 -0.10682214864232997 0.00085333177631797012 0.036911134311446436 0.054351846602830024 -0.029553981526539874 -0.093715062708808833 0.095579877928556767 0.019948370746055315 -0.017883740571121891 -0.097324457223571484 -0.033473860705812833 -0.038116085294279317
leaf_weight=29 20 21 22 21 22 39 21 40 72 90 21 42 64 28 35 89 23 44 31 2007 27 22 26 26 34 43 77 21 43 21
leaf_count=29 20 21 22 21 22 39 21 40 72 90 21 42 64 28 35 89 23 44 31 2007 27 22 26 26 34 43 77 21 43 21
internal_value=0 -0.0248681 -0.0470229 -0.076812 0.000687823 0.0108221 0.0077324 0.0313132 -0.00264559 0.0145004 -0.00167905 0.00360041 -0.00107548 -0.029479 0.000380164 0.021906 -0.0015162 -0.0341372 -0.0562218 5.39597e-05 -0.010846 -0.00541271 -0.0107144 -0.00230363 0.0413552 -0.0202456 -0.0370256 -0.0535059 -0.00153886 0.0229827
internal_weight=0 84 63 41 3037 575 553 169 384 129 2462 342 2441 119 2322 188 2134 98 75 2036 91 270 248 206 60 146 103 42 99 56
internal_count=3121 84 63 41 3037 575 553 169 384 129 2462 342 2441 119 2322 188 2134 98 75 2036 91 270 248 206 60 146 103 42 99 56
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=43 0 43 2 0 4 43 0 0 16 129 401 128 13 123 41 41 2 11 12 12 42 1 1 43 39 123 40 374 151
split_gain=5.00923 13.8292 13.0611 11.9121 8.24643 8.19623 7.4318 14.8381 9.85502 8.01073 7.46678 7.34684 7.71087 6.82161 10.1521 7.11232 11.8081 8.77459 6.59633 6.14972 6.08426 5.87604 5.95711 8.195 12.0047 7.34528 7.43437 11.2741 7.36503 8.19713
threshold=0.10915000000000001 -0.10224499999999999 0.21122500000000002 0.31765000000000004 -0.11991499999999998 -0.074729999999999977 0.0034250000000000005 -0.13455999999999999 -0.092404999999999973 -0.23935499999999996 -0.078929999999999986 0.12463 0.11170500000000001 -0.49353499999999995 0.087590000000000015 0.082095000000000015 0.07831500000000001 0.10699500000000002 0.10553000000000001 0.092200000000000018 -0.12529499999999996 -0.23108499999999998 0.14173500000000003 0.13408500000000004 -0.072864999999999985 0.099745000000000014 0.092645000000000019 -0.086109999999999978 0.083845000000000017 -0.091649999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -4 19 10 -8 -9 -10 -1 12 13 14 -12 16 18 -17 20 -3 -15 -22 23 25 -25 26 27 -23 29 -29
right_child=1 5 4 -5 -6 -7 7 8 9 -11 11 -13 -14 15 -16 17 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.043840148309245708 0.12007601414574309 0.0051434475569320584 -0.02106192491271279 -0.076289743699488197 0.062884202435612685 -0.012035720531926737 -0.099353753203758971 0.051085749817624072 -0.075134243647612287 -0.010285186693015532 -0.09145226478576661 0.043928617026999989 -0.055633584737777714 0.044432253775096714 0.005015841211813192 -0.061008128073090355 0.063070738892401432 0.020460836426354947 0.056732199660369333 0.07086593986023218 0.044552092459695096 -0.072334345260804345 -0.03718375106638467 -0.015960682527377056 0.073212250928756675 -0.057270619445277948 0.05168512943718169 0.022607865014977413 -0.056636720806684186 -0.0015346987515832519
leaf_weight=40 20 35 22 21 25 152 20 24 21 205 20 38 25 31 24 39 31 20 21 24 29 22 44 26 36 23 27 152 23 1881
leaf_count=40 20 35 22 21 25 152 20 24 21 205 20 38 25 31 24 39 31 20 21 24 29 22 44 26 36 23 27 152 23 1881
internal_value=0 0.0128116 0.052392 -0.00125277 0.0235903 0.000243477 -0.000694384 -0.0164715 -0.0098409 -0.016311 0.000974823 0.000292254 -0.000377989 0.000186073 -0.0388333 0.000899941 0.00176234 -0.0333915 0.000941368 0.031878 0.000430641 -0.000172121 -0.000752695 -2.07468e-05 0.0358171 -0.0010649 -0.000450772 -0.00112819 -0.000366254 0.000270353
internal_weight=0 278 67 2843 47 211 2822 270 250 226 2552 2512 2474 2449 44 2405 2346 59 2315 59 2294 2263 2234 2190 62 2128 2105 2078 2056 2033
internal_count=3121 278 67 2843 47 211 2822 270 250 226 2552 2512 2474 2449 44 2405 2346 59 2315 59 2294 2263 2234 2190 62 2128 2105 2078 2056 2033
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=11 105 160 16 52 3 3 11 0 42 483 10 48 13 480 131 48 3 52 49 41 48 3 133 12 16 481 42 51 3
split_gain=5.02537 7.39554 5.12499 12.0784 10.3996 13.6489 8.12124 6.92572 10.6245 6.90348 7.67581 11.4155 23.9221 8.7816 8.19547 7.50321 9.32419 10.8311 7.44767 10.905 7.18181 14.1215 9.47056 27.4426 12.1952 13.1678 8.90365 7.89416 7.82878 7.4759
threshold=-0.072629999999999986 0.082105000000000011 0.08733500000000001 -0.0094449999999999968 -0.10925999999999998 0.096675000000000011 -0.016324999999999996 0.106895 0.16094000000000003 -0.093284999999999993 0.085510000000000017 -0.089679999999999982 0.086035000000000014 -0.013634999999999998 0.094055000000000014 0.095205000000000026 0.093015000000000014 -0.061964999999999992 -0.066844999999999988 0.092560000000000017 0.078065000000000009 0.089155000000000012 -0.095524999999999985 -0.0042999999999999991 0.092255000000000018 0.10246000000000001 0.056315000000000004 0.13393000000000002 -0.054954999999999997 -0.15447499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 -6 -5 8 9 18 11 12 -11 14 -12 20 17 -17 -2 -20 22 29 23 -13 25 -25 27 -24 -26 -22
right_child=1 -3 3 6 5 -7 -8 -9 -10 10 13 15 -14 -15 -16 16 -18 -19 19 -21 21 -23 26 24 28 -27 -28 -29 -30 -31
leaf_value=-0.0487537783526239 0.049908349146911252 0.06094306647777558 0.090120049115891263 0.00093192267492413531 0.0070736465393565597 0.087467311121523394 -0.061503623425960545 -0.060119668198749421 0.056223346584010875 -0.13351344322519643 0.011342497615416239 -0.10575541155161083 0.0099866179749369625 0.045466634396036147 -0.037145452365456598 0.011516366139848662 -0.051500174775719644 0.08463482263943424 0.014760568239608238 -0.060385927998206836 0.087506592355668544 -0.046623406073321466 -0.0050365558505291123 -0.085972805942098302 -0.024929748634299774 0.0074200910731003836 0.043455802025021736 -0.050602061874591389 0.028753716246762748 0.018739289212105579
leaf_weight=21 48 20 24 125 136 25 25 20 32 21 205 37 26 61 42 170 20 23 158 22 25 23 1516 36 44 26 37 39 71 43
leaf_count=21 48 20 24 125 136 25 25 20 32 21 205 37 26 61 42 170 20 23 158 22 25 23 1516 36 44 26 37 39 71 43
internal_value=0 0.000330268 -6.3322e-05 0.0116134 0.0287112 0.0195571 -0.009474 -0.00148835 -0.00105802 -0.00173868 -0.00327852 -0.00538716 -0.0541304 0.0114889 0.00309758 -0.00430141 0.0134947 0.02023 0.0149091 0.005576 -0.00629961 0.0211112 -0.00768077 -0.027432 -0.0110593 -0.046808 -0.00502578 -0.00617936 0.00821396 0.0440214
internal_weight=0 3100 3080 335 185 161 150 2745 2725 2693 2465 2157 47 308 247 2110 213 193 228 180 1897 91 1806 214 177 62 1592 1555 115 68
internal_count=3121 3100 3080 335 185 161 150 2745 2725 2693 2465 2157 47 308 247 2110 213 193 228 180 1897 91 1806 214 177 62 1592 1555 115 68
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=47 104 2 1 402 133 376 16 4 484 42 2 12 1 39 2 43 455 1 13 3 151 4 48 3 49 12 43 3 3
split_gain=5.07289 6.67971 14.6834 5.51613 16.7765 14.0142 14.8482 13.5846 17.6785 12.2281 13.0772 18.34 23.3086 10.2115 9.41677 9.30134 10.8508 8.96278 9.92777 13.4465 11.6867 12.9352 31.6233 8.50361 23.7013 8.21953 7.88327 14.8975 12.4344 9.02692
threshold=0.14174500000000004 0.089050000000000004 0.31765000000000004 0.10587000000000001 0.091530000000000014 0.085265000000000021 0.088235000000000008 -0.40995499999999996 -0.0057249999999999992 -0.086659999999999973 0.090545000000000014 0.090310000000000015 -1.0000000180025095e-35 0.11785500000000002 0.10076500000000001 0.14445500000000003 -0.078469999999999984 0.092985000000000012 0.10124500000000002 -0.010384999999999998 0.092670000000000016 -0.0038099999999999996 -0.059649999999999988 0.11926500000000002 0.13524500000000003 -0.050619999999999991 0.082480000000000012 -0.10603999999999998 -0.14989499999999997 -0.089819999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 5 9 7 -7 -9 -5 11 12 -11 -14 17 16 -12 18 20 -20 26 -22 -23 -13 -25 -21 27 -1 -29 -30
right_child=-2 -3 -4 4 -6 6 -8 8 -10 10 15 23 13 -15 -16 -17 -18 -19 19 25 21 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.078522059587495668 -0.042373236082494263 0.057987911095842719 -0.085395718310028318 -0.054882711954414846 -0.058975069367272016 0.010924132405356928 0.040659133193548774 -0.017124140874615737 -0.13408491138058407 0.17077296737581493 -0.066679656412452465 0.013135605528903891 0.087711263394781525 0.002306847899620022 -0.052287772732476395 0.050752191018799075 0.0078927031010389333 0.065901638455688957 -0.1025187261402607 -0.063960331243773302 0.03543569993397052 -0.0062011563943492045 -0.13715993722102471 0.14144075561314823 -0.0089719604721970169 0.0042423227190304157 -0.00059416456779971664 -0.048320140921030985 0.079950102604925632 0.010687869102359642
leaf_weight=35 28 20 20 20 34 33 32 28 24 20 32 199 28 28 36 23 50 20 21 24 22 54 28 20 22 67 1918 33 21 181
leaf_count=35 28 20 20 20 34 33 32 28 24 20 32 199 28 28 36 23 50 20 21 24 22 54 28 20 22 67 1918 33 21 181
internal_value=0 0.000383592 8.6862e-06 0.000568165 0.0092257 0.0133739 -0.0174011 -0.039259 -0.071106 0.0215202 0.0251412 0.0352725 0.0781048 0.0450091 -0.00151879 -0.00544584 -0.0212087 -0.000764799 -0.00131943 -0.0303902 0.000101135 -0.0326515 -0.0509188 0.0217652 0.0626531 -0.0137452 0.00165793 0.0176562 0.00859103 0.0178884
internal_weight=0 3093 3073 3053 593 559 117 85 52 442 422 317 76 56 2460 105 82 2424 2404 112 2292 104 82 241 42 91 2188 270 235 202
internal_count=3121 3093 3073 3053 593 559 117 85 52 442 422 317 76 56 2460 105 82 2424 2404 112 2292 104 82 241 42 91 2188 270 235 202
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=1 14 52 0 0 157 96 1184 1455 1453 51 157 1445 148 147 0 1 8 3 447 51 15 15 43 475 160 4 16 0 42
split_gain=5.13976 6.22338 8.79577 12.7483 14.8262 10.2591 6.41582 5.04627 4.91782 6.66766 5.80159 15.345 8.25889 6.38468 7.08361 13.1707 9.45446 9.12879 8.27367 6.59995 6.08982 18.5466 12.1373 11.5909 9.16602 17.5571 12.6061 8.88941 12.2102 16.8905
threshold=0.16773500000000005 -0.10708499999999999 -0.087284999999999988 -0.036484999999999997 -0.10474999999999998 -1.0000000180025095e-35 0.087655000000000025 1.0000000180025095e-35 -0.23681499999999997 -0.13306499999999996 0.24916000000000002 -0.41966499999999995 1.0000000180025095e-35 -0.15852999999999998 0.089365000000000014 -0.21861499999999998 0.12408500000000001 1.0000000180025095e-35 -0.017889999999999996 0.089635000000000006 -0.17083999999999996 -0.076244999999999993 -0.008624999999999999 -0.53814999999999991 -0.088274999999999978 -0.059339999999999997 -0.51843499999999987 0.0057500000000000008 1.0000000180025095e-35 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 -3 -10 12 -12 13 -11 17 -16 19 20 -19 -17 21 -15 -23 -22 25 -25 -26 28 -28 -30
right_child=-2 6 3 -5 -6 -7 -8 -9 9 10 11 -13 -14 14 15 16 -18 18 -20 -21 23 22 -24 24 26 -27 27 -29 29 -31
leaf_value=-0.022973801517351108 -0.047097887098789218 0.033285306214487984 0.0094399613142013561 0.10577996596693993 -0.027743777649074392 0.11072711423039437 -0.055669601606426845 0.03507709021214396 -0.058720632777549332 0.055577042941004046 0.020315282295147577 -0.093989012941070232 0.05590468812733889 0.09307845591101796 -0.093621853204525041 0.0046331199910491705 0.051776581294834617 0.090357376892297045 0.0044085488965113964 -0.062873213531981623 -0.070006983101367951 -0.011048099551877874 0.054036815806820584 -0.090925020058498243 0.058395173310256926 -0.00011477816384285688 0.0028197410293839716 -0.015925020554815459 -0.085509046349034182 0.029107801578938965
leaf_weight=33 23 42 20 21 37 20 21 40 20 20 24 23 26 27 23 30 20 21 24 28 25 127 37 33 36 60 1855 349 36 20
leaf_count=33 23 42 20 21 37 20 21 40 20 20 24 23 26 27 23 30 20 21 24 28 25 127 37 33 36 60 1855 349 36 20
internal_value=0 0.000349662 0.0216799 0.0367163 0.0178808 0.0600835 -0.000592118 -0.000199509 -0.000685078 -0.00118325 -0.000778624 -0.0356209 -0.000193145 -0.000719505 -0.00112879 -0.0271211 -0.00751186 -0.000138136 0.044518 -0.0279561 -0.000909547 0.0162794 0.00363569 -0.00226957 -0.00156072 -0.0323378 -0.000314092 -0.00124928 0.0014309 -0.0445745
internal_weight=0 3098 131 98 77 40 2967 2946 2906 2864 2844 47 2797 2771 2751 101 78 2650 45 58 2605 191 164 2414 2389 93 2296 2260 1911 56
internal_count=3121 3098 131 98 77 40 2967 2946 2906 2864 2844 47 2797 2771 2751 101 78 2650 45 58 2605 191 164 2414 2389 93 2296 2260 1911 56
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=480 1424 96 43 13 16 403 13 13 12 11 43 403 1177 16 3 15 2 15 48 42 4 48 1212 128 12 1 15 2 12
split_gain=4.85815 4.67073 4.5587 5.72328 12.6966 9.3859 8.96862 8.75169 7.1346 16.3772 16.9408 12.0408 7.38304 7.25413 7.00006 18.9337 28.7842 16.3588 18.3146 18.2343 12.1397 9.55905 9.08478 8.97123 8.51995 7.79785 7.64288 7.46548 7.40008 13.4423
threshold=-0.10980999999999999 1.0000000180025095e-35 0.090365000000000015 0.10915000000000001 -0.06977499999999999 -0.083134999999999987 0.099885000000000015 -0.23438999999999996 -0.089109999999999981 0.10124000000000001 0.080455000000000013 0.060960000000000007 0.093545000000000003 -0.047249999999999993 -0.069144999999999984 0.11296500000000002 -0.018314999999999994 0.096540000000000015 -0.076244999999999993 -0.075224999999999986 0.11934000000000002 -0.10429499999999998 0.10142000000000002 0.092360000000000012 0.10264000000000002 0.086655000000000024 0.122715 -0.44764999999999994 0.086100000000000024 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 6 -6 7 -5 9 10 11 -2 13 -10 17 20 -17 21 22 -20 23 -15 -19 24 26 -21 -16 -23 -29 -30
right_child=1 -3 -4 4 5 -7 -8 -9 12 -11 -12 -13 -14 14 15 16 -18 18 19 25 -22 27 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.046826084686273882 -0.0076463172717739702 0.036656288414129191 -0.046514512758169861 0.1013570103665878 0.022289920784533027 -0.025684713421982121 -0.0092088944934032579 0.032794316939543933 -0.055018549598753456 -0.082975298001040379 0.067484228791935108 -0.071817411427036862 0.023666547272381756 -0.064415108679753294 0.00089695762508501325 0.0064974782259567924 -0.15753591232001785 0.022212631236781709 -0.012741154686293818 0.12669239375655625 -0.057169164354220418 -0.057491606371920738 -0.034636483401865571 -0.047622252083741705 -0.061952057800122674 0.057411726471036678 0.049748407439752063 0.011818054858081092 -0.027106136294286244 0.021522516055546448
leaf_weight=22 339 35 21 29 76 88 27 52 24 31 28 32 136 23 1085 23 20 117 22 33 39 21 37 39 21 32 33 385 164 87
leaf_count=22 339 35 21 29 76 88 27 52 24 31 28 32 136 23 1085 23 20 117 22 33 39 21 37 39 21 32 33 385 164 87
internal_value=0 0.000332421 -8.25053e-05 0.000237926 0.0140801 -0.00345257 0.0407039 0.0573415 -0.00112082 -0.0129603 -0.00752055 -0.0131813 0.00105389 -0.000340818 0.000260862 -0.00458273 -0.0697971 0.00688727 0.0292741 0.0659508 -0.00227852 -0.00104686 0.00855408 -0.00046126 0.00115356 0.092585 0.00233891 0.00117151 0.0031085 -0.0102508
internal_weight=0 3099 3064 3043 272 164 108 81 2771 430 399 371 2341 2205 2181 1260 43 921 241 87 1217 680 154 1178 1139 65 1118 657 636 251
internal_count=3121 3099 3064 3043 272 164 108 81 2771 430 399 371 2341 2205 2181 1260 43 921 241 87 1217 680 154 1178 1139 65 1118 657 636 251
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=11 104 374 374 1132 123 31 12 150 130 15 14 51 15 2 1453 480 39 43 15 15 3 484 49 50 15 16 4 484 13
split_gain=4.75676 5.97176 4.73733 6.77698 5.44398 7.75924 12.8231 8.22402 7.76586 6.4499 5.63501 5.46557 5.64431 24.7369 9.3165 9.25838 6.49744 6.45114 17.0398 5.80403 10.4613 13.6043 8.09693 8.88054 7.89861 6.53815 6.47002 15.3023 13.7076 8.86018
threshold=-0.072629999999999986 0.089050000000000004 0.092550000000000007 0.086450000000000013 -0.078654999999999989 0.084410000000000013 -0.018414999999999997 -0.088589999999999988 0.084680000000000019 -0.22229499999999999 -0.13578499999999996 0.10189000000000002 -0.16666999999999996 -0.008624999999999999 0.12992500000000004 0.087225000000000011 -0.095389999999999989 0.089790000000000023 -0.071044999999999983 -0.13578499999999996 -0.094329999999999983 -0.084319999999999992 0.096675000000000011 -0.0087049999999999992 0.077805000000000013 -0.095869999999999983 -0.08595499999999999 0.042705000000000007 0.079595000000000013 -0.17933499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 10 -9 -8 -7 12 13 14 -11 16 -14 19 -19 22 21 -21 23 -18 25 -23 28 -28 29 -22
right_child=1 -3 -4 -5 5 7 9 8 -10 11 -12 -13 15 -15 -16 -17 17 18 -20 20 26 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.047432950990540644 -0.049537754041904754 0.054787984918802983 0.046205619129944933 -0.056977484410717372 -0.057741501932748809 0.092625977899879225 0.045356836169958115 0.022425952200488798 -0.041702517414731639 -0.0083284645579673501 0.029637831213827039 -0.050155963079834533 -0.058829149231314659 0.095171709640911137 0.062846825945945026 0.052070444232231242 -0.025848888847473508 -0.097637997984886177 0.0061824078931538174 -0.099174462326548321 -0.051121133651870945 -0.015813384723858299 -0.039660402201116086 0.027502826574122785 0.03094469813629985 -0.075670929083769975 -0.0023693318393665373 -0.075741179629453814 0.0881846002879597 0.0087713981329591625
leaf_weight=21 22 20 22 21 39 20 31 58 28 148 49 22 20 33 21 32 37 25 43 22 26 107 26 199 30 22 1433 29 21 494
leaf_count=21 22 20 22 21 39 20 31 58 28 148 49 22 20 33 21 32 37 25 43 22 26 107 26 199 30 22 1433 29 21 494
internal_value=0 0.00032132 -3.23597e-05 -0.000365007 2.64524e-05 0.000388115 -0.000792882 0.0221794 0.00154692 -5.57357e-06 0.0478953 -0.0005096 -0.000115012 0.0159794 0.000515802 -0.00138199 -0.002057 -0.00160535 -0.0319869 -0.000760734 -0.00244791 -0.0254712 0.0133034 0.0191384 -0.0152733 -0.0260216 -0.000367423 -0.00382472 0.0089756 0.00577677
internal_weight=0 3100 3080 3058 3037 3015 2860 155 86 2821 69 2790 2768 202 169 2566 2534 2514 68 2446 2184 181 262 236 159 129 2003 1462 541 520
internal_count=3121 3100 3080 3058 3037 3015 2860 155 86 2821 69 2790 2768 202 169 2566 2534 2514 68 2446 2184 181 262 236 159 129 2003 1462 541 520
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=158 1212 1212 16 133 2 3 133 2 133 148 131 159 132 1 1 13 133 15 149 159 43 43 12 13 42 50 12 52 484
split_gain=4.45615 4.31193 5.14931 15.9299 7.27193 5.35606 14.6546 10.4112 13.9061 18.0139 13.1171 11.6262 12.1312 12.7656 11.5653 17.1987 15.4026 13.6596 15.6744 10.2093 9.27816 11.5364 8.62924 8.5597 11.1139 8.3582 10.8417 8.23631 8.236 8.03357
threshold=0.14551500000000003 0.13183500000000004 0.090080000000000007 -0.014754999999999999 -0.14794999999999997 0.086100000000000024 0.11296500000000002 0.024320000000000005 0.089605000000000018 0.087285000000000015 1.0000000180025095e-35 0.095205000000000026 0.12231500000000002 0.097550000000000012 0.13869000000000004 0.10471500000000002 -0.17933499999999997 -1.0000000180025095e-35 0.013270000000000002 0.091325000000000003 0.082105000000000025 -0.43469499999999994 -0.079584999999999975 0.093965000000000007 0.090705000000000008 0.10892 0.079410000000000008 0.091475000000000015 -0.099454999999999974 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 19 10 22 28 11 12 13 14 15 16 -7 -17 29 23 21 -18 -9 24 27 26 -25 -1 -10 -19
right_child=-2 -3 3 -5 -6 7 -8 8 9 -11 -12 -13 -14 -15 -16 17 20 18 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0051610852085579376 0.045909658962461568 0.02852589826957852 0.04380493474503358 -0.10169796993024648 -0.016579130192788446 -0.096696453849258637 -0.056216578774556929 -0.0047634083849206234 0.11285912671259471 0.0071202563989585903 -0.085910763599994514 0.045683633256703618 0.048742441389271446 -0.08733394396576015 -0.056597996839121284 -0.045551975703600686 -0.083535837439390331 -0.042007226903330197 0.10785010705702008 0.078573419111780826 0.015219887399143773 -0.015204396715665975 -0.053750019893050199 -0.018833532857716877 0.071604323798212507 -0.055268870092727046 0.039676895339719277 0.037531605679330164 0.03977077739746792 0.022047024182556722
leaf_weight=736 21 51 24 20 118 23 37 179 21 417 22 39 34 22 51 33 26 22 20 20 96 497 45 113 29 37 44 88 58 178
leaf_count=736 21 51 24 20 118 23 37 179 21 417 22 39 34 22 51 33 26 22 20 20 96 497 45 113 29 37 44 88 58 178
internal_value=0 -0.000311001 -0.00079335 -0.0181418 -0.00637337 0.000180137 0.00565396 -0.00320915 0.00607568 0.0154151 -0.00949803 -0.00788316 -0.00996809 -0.0120302 -0.010279 -0.00763958 -0.0163418 0.0144427 0.0234419 0.00779942 -0.0133561 -0.0186014 -0.0146045 0.00644748 0.0107595 -0.0125121 -0.00243571 0.00861813 0.0591993 0.0150011
internal_weight=0 3100 3049 162 142 2887 1104 1783 720 496 1063 1041 1002 968 946 895 642 253 220 1067 619 523 224 1047 853 194 157 824 79 200
internal_count=3121 3100 3049 162 142 2887 1104 1783 720 496 1063 1041 1002 968 946 895 642 253 220 1067 619 523 224 1047 853 194 157 824 79 200
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=0
split_feature=146 1348 4 1447 43 403 401 401 1186 394 43 2 130 13 15 1 2 2 16 40 43 14 11 15 43 3 52 133 52 15
split_gain=4.37473 4.22185 3.85746 4.53896 8.23866 5.04067 7.47629 9.68413 7.0861 20.2483 7.63716 6.48641 5.75592 5.37782 11.18 9.03015 8.76146 7.14392 10.1887 7.30341 8.14225 11.2813 8.55356 20.5729 8.98126 9.21616 20.1381 7.71208 11.8987 7.63653
threshold=0.085195000000000007 0.091105000000000005 -0.58204499999999992 -0.086059999999999984 -0.075574999999999989 0.085340000000000013 0.09530000000000001 0.12828500000000001 0.083980000000000013 -0.087649999999999992 -0.52440999999999993 0.31765000000000004 0.098730000000000026 0.10820000000000002 -0.10091499999999999 0.10658000000000002 0.10613000000000002 0.14960000000000004 -0.0083599999999999976 -0.092584999999999987 -0.15879999999999997 -0.47071999999999997 0.078730000000000008 0.024640000000000006 -0.14386499999999997 -0.10217499999999997 -0.080114999999999978 0.11667000000000001 -0.0080349999999999987 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 8 12 -8 10 -10 -5 13 -7 17 -15 16 -16 19 -19 -12 -21 -22 24 29 -23 26 -26 -27 -29 -24
right_child=-2 -3 3 5 -6 6 7 -9 9 -11 11 -13 -14 14 15 -17 -18 18 -20 20 21 22 23 -25 25 27 -28 28 -30 -31
leaf_value=-0.038344797463371209 0.03865889680796656 -0.037080895540214355 -0.0029686812168130509 0.049906165589546338 0.051989399128534057 0.030943496257889492 -0.032103288077068193 0.033422799924215617 0.021597685494149726 -0.11285976558214142 0.0472082369029522 -0.058427730426192287 -0.016719516714413959 -0.070031725418041743 -0.0026285780688463634 0.037636111825704581 -0.075390664941590774 0.0019572784076444805 0.084373688061411184 -0.047560788700847255 0.065918840557336808 0.049421498714946215 0.052034142668600437 0.11669927762821318 -0.11885638246736066 -0.00028556529558237519 -0.0033180279016960415 -0.076820329744969648 -0.010890292325385442 -0.0095693964004233672
leaf_weight=26 29 31 65 29 47 163 67 34 24 21 31 20 30 34 59 35 23 40 24 38 25 32 27 20 22 1733 48 31 234 79
leaf_count=26 29 31 65 29 47 163 67 34 24 21 31 20 30 34 59 35 23 40 24 38 25 32 27 20 22 1733 48 31 234 79
internal_value=0 -0.000362584 9.27785e-06 0.000337847 0.0200941 -0.000419149 0.0119988 -0.010045 -0.00180785 -0.0411491 -0.00112273 -0.00170192 0.0235347 -0.00125438 -0.0195555 -0.00488724 -0.0230375 -9.52013e-05 0.0328634 -0.00100441 -0.00165735 -0.000882437 -0.00163268 0.023674 -0.00315108 -0.00396458 -0.0396301 -0.00271504 -0.0186029 0.00612207
internal_weight=0 3092 3061 3035 112 2923 294 101 2629 45 2584 2555 193 2535 151 117 82 2384 64 2320 2289 2251 2226 126 2100 2068 70 1998 265 106
internal_count=3121 3092 3061 3035 112 2923 294 101 2629 45 2584 2555 193 2535 151 117 82 2384 64 2320 2289 2251 2226 126 2100 2068 70 1998 265 106
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=0
split_feature=483 131 2 48 0 131 2 12 1454 160 2 160 12 133 3 0 157 157 454 43 13 133 49 2 13 4 1 43 12 2
split_gain=4.06471 8.90075 12.4477 11.2079 14.6363 7.29358 8.24092 10.4853 9.01435 7.5588 8.24745 7.5695 7.08242 6.76167 5.6517 8.17071 7.15374 8.59443 8.04208 5.399 7.03179 7.39971 6.82964 7.6187 9.40326 7.99018 8.45096 8.39035 9.44321 13.134
threshold=0.085510000000000017 0.095205000000000026 0.31358000000000003 0.093015000000000014 -0.10607499999999999 0.096070000000000016 0.083795000000000022 0.083935000000000023 0.081720000000000015 -0.089549999999999991 0.089775000000000008 -0.046074999999999991 0.091085000000000013 0.094195000000000015 -0.24190499999999995 0.13134000000000004 -0.48214999999999997 -0.30029999999999996 -0.082299999999999984 0.15359500000000004 -0.029529999999999997 -0.5336749999999999 0.14321000000000003 0.14530500000000005 -0.52014499999999986 -0.51253999999999988 0.078340000000000007 0.0061450000000000003 0.09141500000000001 0.087855000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 -3 6 7 -2 9 -8 -11 -12 13 -6 15 -1 -16 -18 -19 22 21 -21 23 24 -20 26 -26 -27 29 -29
right_child=5 3 -4 -5 12 -7 8 -9 -10 10 11 -13 -14 -15 16 -17 17 18 19 20 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.00014045174770419382 0.10573977902531624 0.090932294812020184 -0.081614993363618854 -0.053128466435841154 0.013857237822102273 -0.033618029853438633 0.033815922781155965 0.016359732640641077 -0.048299494829888531 -0.040194504612591123 -0.006915534220917046 0.057361981119694455 0.033128578688939751 -0.040237774669325779 0.056348132099956275 0.071442627921700474 -0.063249580748379233 0.055738116670703601 -0.064898378430650785 -0.012226013013639965 -0.012007599191952356 0.040488667272423451 -0.036597106440755998 0.032910956989076957 -0.088365603853826941 -0.001118744373658039 -0.0065577209528003416 -0.016857914555946301 -0.0031118546155068962 -0.094427533202937675
leaf_weight=45 21 28 20 21 68 34 103 35 26 40 53 28 97 35 20 25 24 23 26 37 79 95 67 54 23 1759 28 58 114 35
leaf_count=45 21 28 20 21 68 34 103 35 26 40 53 28 97 35 20 25 24 23 26 37 79 95 67 54 23 1759 28 58 114 35
internal_value=0 -0.00126185 -0.00303596 0.0167785 0.0232173 0.0103212 0.0152033 0.0498773 0.00743634 0.0139057 -0.00304271 0.0153039 0.0137372 -0.00452456 -0.00241033 0.0256055 -0.0032134 -0.00370524 -0.0031093 -0.00367919 0.0115899 0.0257126 -0.005168 -0.00416382 -0.00514377 -0.00437351 -0.0434515 -0.00335979 -0.0224033 -0.0460508
internal_weight=0 2781 2532 249 228 340 306 56 250 224 121 81 200 103 2512 70 2442 2422 2398 2375 211 132 2164 2097 2043 2017 51 1966 207 93
internal_count=3121 2781 2532 249 228 340 306 56 250 224 121 81 200 103 2512 70 2442 2422 2398 2375 211 132 2164 2097 2043 2017 51 1966 207 93
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=0
split_feature=96 33 33 34 31 41 47 1 2 10 3 1184 10 1 41 41 0 43 151 48 13 2 123 151 3 151 51 15 0 15
split_gain=3.90626 4.47435 9.60402 8.30869 10.0024 5.68503 6.38481 6.23816 15.0652 8.83381 7.54579 7.08218 6.1241 5.91663 6.36055 10.1664 13.4278 7.47168 5.99419 10.2428 11.079 8.19582 8.08625 7.31657 11.3003 9.54843 9.14253 6.8527 15.4074 15.2433
threshold=0.090365000000000015 0.082285000000000011 0.089160000000000003 -0.06920999999999998 -0.081689999999999985 0.11677000000000001 0.14174500000000004 0.122715 0.11510000000000002 -0.3960249999999999 0.42240500000000009 0.084515000000000021 0.069930000000000006 0.11910500000000002 0.083975000000000008 0.07831500000000001 -0.14454499999999995 -0.0047449999999999992 -0.092724999999999988 0.097140000000000018 -0.083499999999999977 0.10097500000000002 0.09499500000000001 -0.08688499999999999 -0.097604999999999983 -0.083274999999999988 -0.022999999999999996 -0.079249999999999987 -0.089019999999999974 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 11 12 -10 -11 13 -9 14 15 18 -17 -16 19 20 -5 -22 23 24 -20 26 -25 28 -27 -29
right_child=-2 2 -4 5 -6 -7 -8 8 9 10 -12 -13 -14 -15 17 16 -18 -19 22 -21 21 -23 -24 25 -26 27 -28 29 -30 -31
leaf_value=-0.0060582796536276448 -0.04298381166798728 0.081390325966778976 -0.0080711238751454018 -0.0017001489001624991 -0.095182318575680269 0.053647247049957519 -0.049184882612182547 0.086487016653908164 0.058759359675257111 0.0011396474722358916 -0.064979704972356556 0.046778607668895883 0.021684385344386103 -0.038089510375839596 -0.074661991924047474 -0.005068616501309655 0.10814537240192296 -0.002646559213890749 -0.090875878257919929 -0.029191359515701024 0.033053869818381612 0.10630899539294963 -0.063771387588764938 0.075611512026479172 -0.0036764148068392562 -0.0046651234752041913 0.0077036227489059627 -0.018231794535275223 0.029698864921274618 0.0019484645430188257
leaf_weight=34 21 21 28 53 20 20 26 35 23 126 20 31 25 43 25 22 20 34 23 35 42 24 21 31 42 362 55 572 204 1083
leaf_count=34 21 21 28 53 20 20 26 35 23 126 20 31 25 43 25 22 20 34 23 35 42 24 21 31 42 362 55 572 204 1083
internal_value=0 0.000291181 0.0302695 -0.00019028 -0.0390672 0.000510204 0.000153221 0.000587918 0.0164394 0.00115661 -0.0079178 -0.000745657 0.0594859 -0.00129313 -0.000695606 4.42517e-05 0.0488428 -0.0331616 -0.000760436 0.0183628 0.0323493 0.0596921 -0.0019911 -0.00144414 -0.0345316 -0.000511898 0.032182 -0.00177785 0.00772048 -0.00502622
internal_weight=0 3100 49 3051 54 2997 2977 2951 229 169 146 2722 60 2691 2648 2589 42 59 2547 154 119 66 2393 2372 65 2307 86 2221 566 1655
internal_count=3121 3100 49 3051 54 2997 2977 2951 229 169 146 2722 60 2691 2648 2589 42 59 2547 154 119 66 2393 2372 65 2307 86 2221 566 1655
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=0
split_feature=11 105 33 158 1444 10 48 43 1454 160 51 0 52 42 49 12 3 2 51 151 13 10 133 447 2 2 1 43 0 160
split_gain=3.58669 5.33935 4.70993 4.27392 8.7451 7.38334 10.7411 6.19944 6.12863 5.32024 5.64788 11.5211 6.51383 5.80552 6.1918 6.89149 9.50183 5.81386 5.43617 5.80837 15.1182 5.55038 8.17993 6.68394 7.36774 6.26431 5.75635 17.9911 13.3242 10.13
threshold=-0.072629999999999986 0.082105000000000011 -0.009184999999999997 0.085410000000000014 -0.083144999999999983 -0.013164999999999998 0.086035000000000014 -0.54673999999999989 0.088250000000000009 -0.54200499999999985 0.24916000000000002 -0.079984999999999987 -0.57009999999999994 -0.090219999999999981 -0.052259999999999994 0.091930000000000012 -0.091054999999999983 0.084415000000000004 0.15466000000000005 0.10365500000000001 -0.074519999999999989 1.0000000180025095e-35 0.085355000000000014 0.089395000000000016 0.11389000000000002 -0.013254999999999998 0.080270000000000022 -0.12152999999999999 -0.14226499999999997 0.092070000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -7 -5 -9 12 -12 -11 14 -14 17 -17 -16 19 21 -21 23 -23 25 -25 -15 28 -28 -27 -29
right_child=1 -3 3 8 5 7 -8 9 -10 10 11 -13 13 18 15 16 -18 -19 -20 20 -22 22 -24 24 -26 26 27 29 -30 -31
leaf_value=-0.041188030264207295 0.044071440344365942 0.051780951097607608 -0.067574731986969713 0.014402843241172379 -0.067347206325503062 0.05377273084152312 0.010382298834156246 0.031204125511587834 -0.037131030473858122 0.046319239217274155 -0.090330748118105389 0.013221796627410435 0.061756137029632278 0.044999376222215316 0.019618701442742525 0.0012507400722527992 0.067398403589733133 -0.017684270100466706 0.044238270012040934 -0.00050800346931361643 -0.10290785715693521 -0.079139736359534057 0.0061517690223726364 0.071081742475955542 -0.0049501053392887115 0.07180734371336607 -0.078041505189360802 -0.0093835224195501863 -0.00058998030123313906 0.041092956358832977
leaf_weight=21 24 20 20 300 40 21 32 51 25 29 21 22 23 27 67 49 39 111 24 46 21 23 22 26 25 26 37 745 1142 42
leaf_count=21 24 20 20 300 40 21 32 51 25 29 21 22 23 27 67 49 39 111 24 46 21 23 22 26 25 26 37 745 1142 42
internal_value=0 0.000279016 -5.54124e-05 -0.000401958 -0.00169204 -0.001206 -0.0328008 -0.000343999 0.0104387 -0.00077809 -0.0014135 -0.0373504 -0.000801262 -0.00134895 0.0119782 0.00767415 0.0305662 -0.00364326 -0.0030949 -0.00361552 -0.0326035 -0.00269723 -0.0374417 -0.00194192 0.0338112 -0.00284504 -0.00349354 -0.00989364 0.0010216 -0.00668973
internal_weight=0 3100 3080 3056 2731 2711 72 2639 325 2618 2567 43 2524 2495 289 266 88 178 2206 2182 67 2115 45 2070 51 2019 1992 824 1168 787
internal_count=3121 3100 3080 3056 2731 2711 72 2639 325 2618 2567 43 2524 2495 289 266 88 178 2206 2182 67 2115 45 2070 51 2019 1992 824 1168 787
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=0
split_feature=480 1443 1447 131 157 51 43 13 16 4 1 51 52 16 42 129 1 45 48 160 160 150 43 96 0 4 43 11 14 15
split_gain=3.63169 3.87329 3.91566 9.9868 5.60804 5.89444 4.78559 11.8721 14.213 15.8347 7.28118 6.24179 7.33783 10.2207 5.62295 5.516 5.44639 6.30305 6.31083 5.1069 10.2202 13.3297 8.23155 6.35621 6.15661 11.3252 7.48468 6.7897 11.2874 10.7782
threshold=-0.10980999999999999 0.093200000000000019 -0.086059999999999984 0.023795 -0.52541999999999989 0.31710000000000005 -0.23229999999999998 0.10935500000000002 -0.42170999999999997 -0.022844999999999997 0.10658000000000002 -1.0000000180025095e-35 0.081010000000000013 -0.0007049999999999999 0.10892 0.11091000000000001 0.15799000000000005 0.10526500000000001 -0.22597999999999999 0.098320000000000005 0.11655500000000001 0.084680000000000019 -0.084004999999999982 0.086715000000000014 -0.038659999999999993 -0.15289999999999995 -0.089499999999999982 0.079915000000000014 0.085220000000000004 -0.015744999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 10 15 -9 -10 11 -6 13 -13 -12 16 17 18 -8 23 21 22 -21 24 25 -20 -26 28 -27 -29
right_child=1 -3 4 -5 5 -7 7 8 9 -11 14 12 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 26 27 -28 29 -30 -31
leaf_value=-0.040486191526394003 0.034014772822887736 -0.043577661421149973 0.051389617229523579 -0.044351738449186086 0.052026047201260278 -0.05203929866918109 0.053958058339499293 0.019232741257418758 -0.015301450807601214 -0.139630392406668 0.085318125249898957 0.00066241461374774214 0.022280315295705257 -0.08512700650663603 0.012818250637501478 0.041164007800398396 -0.049054401846217885 0.051939930422636484 -0.069180926436988213 -0.029110394742177883 -0.003620286190473452 0.10862229632383043 0.04931977606756846 -0.048109921157980962 0.064724391952157026 -0.002967935322182555 0.0071829374583627474 -1.5556596492121858e-05 -0.073427106699217926 0.088082773061025715
leaf_weight=22 87 20 21 20 23 22 21 23 20 21 23 41 53 21 20 32 23 23 26 23 123 22 32 30 25 1983 236 41 23 21
leaf_count=22 87 20 21 20 23 22 21 23 20 21 23 41 53 21 20 32 23 23 26 23 123 22 32 30 25 1983 236 41 23 21
internal_value=0 0.000287414 0.000572345 0.0193668 -0.000104307 -0.00047075 -8.34136e-05 -0.0011208 -0.0436862 -0.0789821 0.0156665 0.00447064 -0.00504045 -0.0283953 0.0515973 -0.000105825 -0.000603802 -0.000179928 -0.000639927 -0.00108347 0.0142654 0.0428362 0.0165217 -0.00237059 -0.00178792 -0.00359305 0.0126946 -0.00276844 -0.00377579 0.0298242
internal_weight=0 3099 3079 107 2972 2951 2929 2748 64 41 181 138 115 62 43 2684 2652 2629 2606 2585 200 77 55 2385 2355 2094 261 2068 2006 62
internal_count=3121 3099 3079 107 2972 2951 2929 2748 64 41 181 138 115 62 43 2684 2652 2629 2606 2585 200 77 55 2385 2355 2094 261 2068 2006 62
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=0
split_feature=4 12 9 16 133 156 52 3 133 150 147 480 4 15 151 157 157 157 13 2 47 390 51 1 1 15 16 1 1 3
split_gain=3.72766 4.13591 13.7425 10.4021 10.1607 9.24545 9.019 11.3053 10.9616 10.693 9.75092 9.42317 8.17116 8.80215 9.49767 8.61386 7.95913 14.3283 8.42458 9.63558 12.2251 11.0597 8.37578 12.5934 19.5006 8.42921 22.1899 9.24974 16.3713 13.0093
threshold=-0.58204499999999992 0.090840000000000018 0.092890000000000014 -0.073849999999999985 0.11524500000000001 0.11467500000000001 0.13796000000000003 0.12178000000000001 0.10995500000000001 0.12314500000000002 0.097985000000000017 0.096680000000000016 -0.51253999999999988 -0.072289999999999979 -0.079059999999999978 -0.08107499999999998 -0.082259999999999986 -0.080299999999999996 -0.50061499999999992 0.085730000000000015 0.10648500000000001 1.0000000180025095e-35 0.085720000000000005 0.087325000000000014 0.10920500000000001 -0.30407999999999996 -0.40995499999999996 0.10638500000000002 0.089625000000000024 -0.14186499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 8 -8 9 10 11 16 -5 -14 -15 -16 -2 -18 -19 20 -20 22 25 -24 -25 26 -21 28 29 -27
right_child=1 2 -4 12 -6 -7 7 -9 -10 -11 -12 -13 13 14 15 -17 17 18 19 21 -22 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=-0.037706408936243795 0.019648302683822436 0.019521659964252851 -0.071203541917645413 0.060564209893345836 -0.033950979943320005 0.040408670455700596 -0.014041886983269995 -0.091943551140970414 0.063577151519280894 -0.050469422211781856 0.061386403735153951 0.066180923953652382 0.017915792359215688 0.039235233681628838 -0.063475992111489174 -0.0096345879564838626 -0.064268716424703595 0.046415629461407662 0.0032260449081051934 0.0056981184910382 0.077575749905941932 -0.084415592309087517 -0.023044943578541283 0.10916696243264057 0.00023832907900214197 0.063402932692163946 -0.12092736876010896 0.022749947840222034 -0.064029846315582603 -0.012596848185105465
leaf_weight=26 163 406 23 21 97 53 165 21 27 42 26 21 155 37 32 416 38 35 575 31 23 20 50 27 42 24 25 74 60 366
leaf_count=26 163 406 23 21 97 53 165 21 27 42 26 21 155 37 32 416 38 35 575 31 23 20 50 27 42 24 25 74 60 366
internal_value=0 0.000316758 0.00527467 0.00692322 -0.00237857 -0.00077347 -0.0019501 -0.0228372 0.000377643 -0.000661569 0.000645887 -0.000357451 -0.000815008 -0.00282901 -0.0094588 -0.0134804 -0.0012572 -0.00370871 -0.00200657 -0.00329342 0.00608565 -0.0110941 -0.0089962 0.0151703 0.0428626 -0.0139545 -0.0508311 -0.0100135 -0.0154013 -0.00791994
internal_weight=0 3095 1090 1067 2005 1908 1855 186 1669 1642 1600 1574 661 640 485 448 1553 1390 1352 1317 598 719 699 119 69 580 56 524 450 390
internal_count=3121 3095 1090 1067 2005 1908 1855 186 1669 1642 1600 1574 661 640 485 448 1553 1390 1352 1317 598 719 699 119 69 580 56 524 450 390
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=0
split_feature=0 11 14 52 1 9 33 4 4 9 2 445 148 393 149 149 49 3 400 51 1212 50 15 2 1375 50 1 0 16 132
split_gain=3.74313 7.33077 5.2652 12.2042 16.6796 8.30127 10.1842 7.66719 6.19101 5.38617 16.8234 5.15416 6.18367 4.66298 4.60448 12.7928 9.3017 4.59344 16.5315 11.705 10.4051 8.24902 4.68455 6.67568 11.171 7.85558 12.7057 8.28767 17.608 9.03173
threshold=0.18019500000000002 0.10553000000000001 -0.10708499999999999 -0.087284999999999988 0.13820500000000002 0.10141500000000002 0.085305000000000006 0.50644500000000015 0.076415000000000025 -1.0000000180025095e-35 -0.013254999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.11213000000000002 0.07770500000000001 0.097720000000000015 -0.23360999999999996 -0.096099999999999977 -0.010504999999999999 0.11144500000000002 0.091580000000000009 0.086580000000000004 -0.23909999999999995 0.091055000000000011 -0.075709999999999986 0.10803500000000001 0.089875000000000024 -0.085669999999999982 0.013515000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 9 8 -5 10 -4 -11 13 14 16 -16 -13 18 -18 20 21 -20 -19 25 -25 27 -27 28 -24 -29
right_child=-2 -3 5 4 -6 -7 -8 -9 -10 11 -12 12 -14 -15 15 -17 17 22 19 -21 -22 -23 23 24 -26 26 -28 29 -30 -31
leaf_value=-0.033186756396158174 -0.032058782673751313 0.055426123226061469 0.0073078419308727372 0.0075979200236144517 0.1161408303571599 -0.057191462413622787 0.058529422920325702 -0.017267243274191796 0.085338570158928637 0.046742391586303715 -0.1054990852996707 -0.05254801496863365 -0.043822066985409372 0.034985274660426217 0.074854382816452666 -0.023562852859497073 -0.099288911800831561 -0.026038393639253393 -0.0010123522218861648 -0.070550654230352783 -0.07086968010291457 0.061173744621160243 0.012957782745774053 -0.058463854280610884 0.010748191477171532 -0.058681580478385578 0.0034827714506536728 -0.011131904181667396 -0.076456472277641296 0.029535492033852886
leaf_weight=33 36 24 39 21 21 26 29 37 20 23 20 35 33 37 28 25 20 62 294 26 20 23 519 24 823 62 70 608 23 60
leaf_count=33 36 24 39 21 21 26 29 37 20 23 20 35 33 37 28 25 20 62 294 26 20 23 519 24 823 62 70 608 23 60
internal_value=0 0.000374106 -5.75338e-05 0.019479 0.0370343 -0.000937981 -0.00043416 0.0157364 0.0455202 -0.00102913 -0.0309318 -0.000402396 -0.000790766 -0.000276075 -0.000755381 0.0284312 -0.00133496 -0.000654449 -0.0107784 -0.00590178 -0.000914033 0.00349957 0.00106811 0.00183586 0.00878705 -0.00255137 -0.0257156 -2.43618e-05 0.00916345 -0.00747914
internal_weight=0 3085 3061 132 99 2929 2903 78 41 2874 59 2815 2792 2759 2722 53 2669 2634 383 363 337 317 2251 2189 847 1342 132 1210 542 668
internal_count=3121 3085 3061 132 99 2929 2903 78 41 2874 59 2815 2792 2759 2722 53 2669 2634 383 363 337 317 2251 2189 847 1342 132 1210 542 668
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=0
split_feature=146 448 1455 1455 4 157 51 148 121 39 0 43 39 2 13 43 16 14 2 1455 3 160 39 123 15 15 15 1 9 1
split_gain=3.74 3.9819 3.53104 3.91179 3.42942 3.65397 3.54789 5.51321 4.6554 4.47031 4.60621 9.95476 5.76583 8.19068 5.96201 9.61221 8.94629 6.87462 11.0415 6.23057 6.18243 5.60298 4.86185 8.75508 5.45044 11.908 5.18692 8.01772 5.77089 6.28981
threshold=0.085195000000000007 0.053555000000000005 0.11922500000000001 0.11192500000000001 -0.58204499999999992 -0.5188649999999998 0.24916000000000002 -0.091979999999999992 -0.078059999999999977 -0.078159999999999993 0.18019500000000002 -0.53814999999999991 0.10508500000000001 0.10222000000000002 0.10820000000000002 -0.23229999999999998 -0.39185999999999993 -0.10708499999999999 0.14445500000000003 0.10563500000000002 -0.073309999999999986 -0.077459999999999987 0.094095000000000026 0.090420000000000014 -0.5556049999999999 -0.42198999999999992 -0.21699999999999997 0.13842500000000005 0.089995000000000006 0.10984500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -9 -10 11 -11 14 -14 17 -16 -17 18 20 22 -13 -22 23 24 -19 -26 -27 28 29 -28
right_child=-2 -3 -4 -5 5 6 -8 8 9 10 -12 12 13 -15 15 16 -18 19 -20 -21 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.03620881552163225 0.035744527341990635 -0.043731864031759049 0.037390343621373182 -0.043356311250300636 0.040870745982233947 0.050225973163138739 -0.030806583996761491 0.03385820364579558 -0.040991899040010243 0.059660870182727067 -0.036696789835524914 0.05627614334225655 0.057590661434138692 -0.0035683611388060647 -0.00156657098379639 -0.0031830527243160069 -0.086676379101294471 0.043166600712747492 0.092524170354008672 0.054629988521337519 0.021098491369650283 -0.043502241209149362 -0.033977984329685566 0.051154742948710918 -0.06931993771263828 0.029363835747871138 -0.0023825873434773709 -0.063499013405470622 -0.052382582256739786 0.01844600355401874
leaf_weight=26 29 21 25 21 22 22 37 40 27 28 34 20 41 47 97 21 33 27 20 20 29 25 45 32 26 54 2053 21 22 156
leaf_count=26 29 21 25 21 22 22 37 40 27 28 34 20 41 47 97 21 33 27 20 20 29 25 45 32 26 54 2053 21 22 156
internal_value=0 -0.000335249 -3.84963e-05 -0.000345693 -4.71068e-05 0.000266399 -3.36665e-05 0.000353612 -2.23965e-05 -0.000493287 -0.000109751 0.000331839 -0.000263791 0.0249262 -0.00108449 -0.0203915 -0.0542068 5.8786e-05 0.026599 -0.000957004 0.00878139 -0.00880926 -0.00141338 -0.000800499 -0.00150528 -0.00202249 -0.00126371 -0.00199812 -0.00141923 -0.000911668
internal_weight=0 3092 3071 3046 3025 2999 2977 2940 2918 2878 2851 2817 2789 88 2701 151 54 2550 94 2456 74 54 2436 2391 2359 2332 2306 2252 2231 2209
internal_count=3121 3092 3071 3046 3025 2999 2977 2940 2918 2878 2851 2817 2789 88 2701 151 54 2550 94 2456 74 54 2436 2391 2359 2332 2306 2252 2231 2209
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=0
split_feature=47 45 96 146 153 483 473 131 43 15 131 455 1375 150 0 484 52 13 133 3 160 484 15 484 1 1 151 11 132 0
split_gain=3.55309 4.73741 5.12736 4.33263 4.1043 4.09248 5.74975 5.81576 7.21649 10.3708 6.76906 5.99966 6.12497 7.46902 5.16657 4.68297 8.34645 9.59253 6.87963 6.23957 5.98233 6.12576 14.1567 12.2407 6.70069 14.2958 13.8419 12.3921 8.79954 9.96825
threshold=0.14174500000000004 0.094030000000000016 0.090365000000000015 0.085195000000000007 0.086100000000000024 0.085510000000000017 0.079000000000000015 0.095205000000000026 -0.072864999999999985 0.083935000000000023 0.12789000000000003 0.092985000000000012 -0.27302499999999996 0.13361500000000004 -0.069444999999999993 0.091180000000000011 0.51358000000000004 -0.080519999999999994 0.08784500000000002 0.32202000000000003 -0.55248999999999981 0.085435000000000025 -0.0063699999999999989 0.079595000000000013 0.10587000000000001 0.095025000000000012 -0.087484999999999993 0.082485000000000017 0.066910000000000011 0.15398500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 11 14 10 -10 12 -1 15 -9 16 19 -18 -17 20 -14 23 -23 24 25 27 -27 28 29 -22
right_child=-2 -3 -4 -5 -6 -7 -8 8 9 -11 -12 -13 13 -15 -16 18 17 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.054900012181504913 -0.035462327594203612 0.035888769558152643 -0.050576443299651143 0.03937763151313578 -0.045291423740563913 0.010809499044867915 0.052290801256895073 0.0055275349114882822 0.085692660667394338 0.0031509414217921333 0.01381871109828353 0.043860351915160821 -0.050759451030395357 0.054949816045436001 -0.048306248607960622 0.032595876716018386 -0.0041954680143491086 -0.098889363370835787 -0.020147345543632081 -0.046900560249659148 -0.0034863272717665043 -0.0010345752769406293 -0.081506022228859373 0.054924869086397321 0.010355282677283063 -0.10232164673507214 -0.020744902222941165 -0.068863299930537192 0.033587960640175475 0.059034787634244336
leaf_weight=23 28 37 20 28 20 322 20 94 38 67 20 27 26 22 22 79 23 20 36 33 1330 69 32 38 342 24 156 27 72 26
leaf_count=23 28 37 20 28 20 322 20 94 38 67 20 27 26 22 22 79 23 20 36 33 1330 69 32 38 342 24 156 27 72 26
internal_value=0 0.00032103 -0.000109601 0.000222855 -0.000141617 0.00016059 -0.00112559 -0.00152934 0.0132807 0.0299505 0.0609085 -0.00301343 -0.00354563 -0.00304408 -0.00468232 -0.00359096 -0.00461113 -0.0482391 0.016085 -0.0037486 -0.00308379 -0.00249799 -0.0265305 -0.00129338 -0.00237395 -0.00503658 -0.0316218 -0.00174769 -0.000478696 -0.00228754
internal_weight=0 3093 3056 3036 3008 2988 2666 2646 241 125 58 2405 2378 2355 116 2333 2218 43 115 2175 2142 2116 101 2015 1977 1635 180 1455 1428 1356
internal_count=3121 3093 3056 3036 3008 2988 2666 2646 241 125 58 2405 2378 2355 116 2333 2218 43 115 2175 2142 2116 101 2015 1977 1635 180 1455 1428 1356
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=0
split_feature=8 151 15 3 4 46 151 49 13 1 150 42 49 160 0 96 160 16 49 16 42 41 52 52 0 43 42 474 0 39
split_gain=3.51978 18.6361 13.0952 4.57966 4.36584 4.01043 4.62476 16.4654 23.0164 12.6984 7.37107 4.31873 3.93206 4.47665 7.83187 5.9471 4.73473 13.6918 5.21175 10.2484 6.573 5.94395 6.72305 7.09426 6.00276 18.3201 27.8824 17.0318 10.4657 7.05622
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.41942499999999994 0.42240500000000009 -0.58204499999999992 -0.043074999999999995 0.0039000000000000003 -0.063424999999999981 -1.0000000180025095e-35 0.096255000000000021 0.12155000000000001 0.085935000000000025 -0.15986999999999998 0.08733500000000001 -0.15350499999999997 0.086715000000000014 0.083670000000000008 -0.013024999999999998 -0.006494999999999999 -0.0013749999999999997 0.083935000000000023 0.075585000000000013 -0.018574999999999998 0.083680000000000018 -0.10224499999999999 0.093175000000000022 1.0000000180025095e-35 0.085020000000000012 -0.11437499999999999 0.098905000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 10 9 -9 11 12 -8 -7 15 -15 16 18 -18 19 -14 -21 24 -23 -24 25 26 27 28 -20 -26
right_child=1 2 -4 -5 5 6 7 8 -10 -11 -12 -13 13 14 -16 -17 17 -19 21 20 -22 22 23 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.041668933682143694 -0.054938227195470105 0.0086871488019824028 0.11681746001399698 -0.03454182130786089 0.042832917347550396 -0.031217045298753646 -0.039631539223522978 -0.013546941641834565 -0.1370665036819198 0.071538774353953505 0.047157001572058488 0.019914682129664081 0.0027078419612147492 0.064082028330907356 0.00731064656334758 -0.054881369806826119 -0.07363214457407595 0.031647498071903278 0.013071233216165143 0.08526208017553602 0.019834769823971921 0.069626791070660818 -0.011358529290762441 0.049217405298660546 0.00061154571896915094 0.061665530413389208 -0.12139034714283688 -0.09416849909519609 -0.065569034144282348 -0.034832133744554274
leaf_weight=25 21 24 21 39 22 39 29 48 22 26 34 21 195 27 243 20 30 21 110 28 34 23 58 29 1779 25 28 22 20 58
leaf_count=25 21 24 21 39 22 39 29 48 22 26 34 21 195 27 243 20 30 21 110 28 34 23 58 29 1779 25 28 22 20 58
internal_value=0 0.0228478 0.059148 -0.000493602 -5.33237e-05 0.000294517 -2.06888e-05 -0.0173754 -0.0523674 0.014854 0.000876865 -0.0146221 0.000312675 0.000759824 0.0129878 -0.000571446 -0.000129902 -0.0302817 0.00050843 0.0139679 0.0493826 -0.00109895 0.0215448 0.00883345 -0.00231874 -0.018549 -0.0296899 -0.0127977 0.000972731 -0.000507525
internal_weight=0 66 45 3055 3016 2991 2969 146 70 76 2823 50 2789 2750 270 2480 2460 51 2409 257 62 2152 110 87 2042 205 180 152 130 1837
internal_count=3121 66 45 3055 3016 2991 2969 146 70 76 2823 50 2789 2750 270 2480 2460 51 2409 257 62 2152 110 87 2042 205 180 152 130 1837
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=0
split_feature=1455 3 0 12 4 105 4 1 2 40 16 15 9 2 374 4 4 123 1 9 14 4 4 4 1 1 159 0 0 51
split_gain=3.24614 3.22996 7.2162 13.6844 9.28934 8.69578 6.69113 10.1 6.81132 5.96057 9.8771 8.45133 7.3422 6.83762 6.14175 6.4061 10.714 6.56374 6.22427 5.54409 5.33755 4.92777 6.98295 6.49348 7.96445 10.0756 7.56217 6.63961 6.63837 6.23719
threshold=0.11922500000000001 -0.23446499999999998 0.10455500000000001 -0.077884999999999996 -0.46376499999999993 1.0000000180025095e-35 -0.50690499999999983 0.10727500000000002 0.10855000000000002 -0.064864999999999992 -0.034884999999999992 -0.093244999999999981 -1.0000000180025095e-35 -0.18970999999999996 0.086450000000000013 0.49041500000000005 0.27044500000000005 0.084280000000000008 0.099990000000000009 0.086220000000000005 0.097795000000000007 -0.51253999999999988 -0.39518999999999993 -0.15764999999999998 0.15022500000000003 0.13869000000000004 0.11361500000000001 -0.082284999999999983 -0.060129999999999996 -0.12463499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -4 -5 9 -1 8 -8 10 14 -12 -11 -14 15 16 17 -3 -19 20 21 -15 29 28 25 26 -25 -28 -24 -23
right_child=-2 2 3 4 -6 -7 7 -9 -10 12 11 -13 13 19 -16 -17 -18 18 -20 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.065679605982520359 0.035889488779939714 -0.020531309242634216 -0.086915719402687885 0.040022736394570935 -0.047515391355211087 0.063985294635806766 0.0077316781117635971 0.049353650009090255 -0.059476824220269925 -0.052929201668926652 0.08700000658217405 0.020731495099781613 -0.052472522138403012 -0.04001107995572966 -0.053061366677284241 0.043118755349091126 -0.064809280923024445 -0.0010306948609650137 0.076918467985732222 0.041805403567850591 -0.05164266264154798 0.003303289198531555 -0.0036667353473603726 0.00087263718962187528 0.055594183713197715 -0.060776948383344076 -0.050063334289994349 -0.0025601686466665517 -0.079932574395622527 0.074792715453583264
leaf_weight=22 25 34 28 27 22 21 38 33 25 28 27 67 26 32 20 35 24 20 21 30 21 26 25 2229 25 28 56 62 21 23
leaf_count=22 25 34 28 27 22 21 38 33 25 28 27 67 26 32 20 35 24 20 21 30 21 26 25 2229 25 28 56 62 21 23
internal_value=0 -0.000289805 -0.000932754 -0.0311476 0.000719904 -0.000130775 0.0159365 0.00453702 -0.0189384 -0.000598288 0.0142223 0.0397661 -0.00199475 -0.00144707 -0.00136938 0.00634584 -0.00665468 0.0119548 0.0388945 -0.000932464 -0.00143566 -0.00101842 -0.000518318 -0.0012671 -0.000553779 -0.00114481 -0.000433391 -0.025104 -0.0384837 0.0368596
internal_weight=0 3096 2978 77 49 2901 118 96 63 2880 248 94 2632 2604 154 134 99 75 41 2578 2548 2527 2495 2446 2400 2375 2347 118 46 49
internal_count=3121 3096 2978 77 49 2901 118 96 63 2880 248 94 2632 2604 154 134 99 75 41 2578 2548 2527 2495 2446 2400 2375 2347 118 46 49
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=0
split_feature=158 1212 1212 1212 133 1209 475 475 133 0 155 0 374 1424 157 148 16 16 0 4 43 14 15 156 16 159 48 158 52 374
split_gain=3.11662 3.18281 3.87053 11.7248 4.62713 4.09058 4.09975 7.21898 10.1515 7.17057 6.45207 5.08726 4.7889 4.6798 4.37874 5.43926 4.01855 11.8073 14.8828 15.9923 11.5215 9.63988 6.54517 6.66373 13.8794 15.917 8.9453 6.32515 6.16146 5.7334
threshold=0.14551500000000003 0.13183500000000004 0.090080000000000007 0.092815000000000022 -0.14794999999999997 0.082105000000000011 -0.085684999999999997 -0.088274999999999978 0.087035000000000015 -0.087414999999999979 0.083555000000000004 -0.087634999999999977 0.093030000000000015 1.0000000180025095e-35 0.12866000000000002 0.10090000000000002 0.19444000000000003 0.15273500000000004 0.18019500000000002 -0.39518999999999993 -0.27207999999999993 0.087740000000000012 0.13592500000000005 0.10339000000000002 0.013515000000000001 0.091235000000000024 0.13723000000000002 -0.46413499999999996 -0.063789999999999986 0.086450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 9 11 -1 -11 -9 13 14 15 16 17 18 19 -8 -18 22 23 24 26 -26 27 -21 -25 -29
right_child=-2 -3 3 4 -6 -7 12 8 -10 10 -12 -13 -14 -15 -16 -17 20 -19 -20 21 -22 -23 -24 28 25 -27 -28 29 -30 -31
leaf_value=-0.049481060480078061 0.038394234398202526 0.024515150487422945 -0.074568454746622589 0.034455195671090712 -0.012535242248365344 0.017717259987459086 0.075350365429012869 0.036549172760999719 -0.017611938160844148 0.041431824875450357 -0.011848439024213482 0.10550917419372126 0.047090229876339436 0.04497921610517161 -0.049028378132497892 0.046355355271826625 -0.079507866636413391 0.049753642951448761 -0.080310963381392264 0.048305047312061547 -0.0075469513881768358 0.058396165631711489 -0.040595903512504368 0.0033777802668768786 -0.019594225858593675 -0.11637804054655135 -0.052271909345731594 0.00019155191213789214 0.07355828393166039 -0.050066274104882846
leaf_weight=24 21 51 28 26 108 127 27 23 20 41 51 20 20 21 20 23 24 45 24 27 305 26 45 29 113 20 33 1734 22 23
leaf_count=24 21 51 28 26 108 127 27 23 20 41 51 20 20 21 20 23 24 45 24 27 305 26 45 29 113 20 33 1734 22 23
internal_value=0 -0.00026009 -0.0006745 -0.0157154 -0.00341769 0.000169496 -0.000637955 0.013997 0.0412472 -0.000802681 0.011896 0.0686236 -0.00165293 -0.00203359 -0.00242228 -0.00205239 -0.00249828 -0.00093551 -0.00200994 -0.00111464 -0.0127964 -0.00211105 -0.00287996 -0.00203177 -0.00296504 -0.0341482 -0.000682504 0.000271784 0.0336517 -0.000466348
internal_weight=0 3100 3049 162 134 2887 2760 179 63 116 92 43 2581 2561 2540 2520 2497 2168 2123 2099 329 2072 2046 2001 1950 133 1817 1784 51 1757
internal_count=3121 3100 3049 162 134 2887 2760 179 63 116 92 43 2581 2561 2540 2520 2497 2168 2123 2099 329 2072 2046 2001 1950 133 1817 1784 51 1757
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=0
split_feature=1209 1212 1212 133 1211 2 3 43 157 13 34 13 1452 133 0 148 12 475 159 1 1 0 4 157 3 3 12 15 160 159
split_gain=3.07333 3.25706 6.84022 5.78754 3.63214 3.35398 9.27849 7.92938 8.93604 17.3212 8.34623 8.05206 7.64878 7.92069 9.33985 8.47466 6.99596 6.6289 6.59457 7.78392 13.3871 10.5256 8.49654 7.72654 7.03091 12.8548 8.7067 6.90405 6.58485 6.274
threshold=-0.038154999999999994 0.11930500000000001 0.11137000000000001 0.5012700000000001 0.11789500000000001 0.085625000000000021 0.11296500000000002 -0.040344999999999992 -0.081889999999999991 -0.069964999999999986 -1.0000000180025095e-35 0.19762500000000002 0.11396500000000002 0.024320000000000005 -0.04917499999999999 1.0000000180025095e-35 -0.094384999999999983 -0.060699999999999997 0.082585000000000006 0.10439500000000002 0.13869000000000004 -0.057069999999999989 -0.51253999999999988 -0.081579999999999986 0.088060000000000013 0.11658 0.10149500000000002 -0.089024999999999979 0.085045000000000023 0.11576000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 6 7 8 9 -2 -9 -10 13 15 16 18 -15 -12 19 22 24 -22 -7 -20 26 -26 -21 -27 -19 -18
right_child=1 3 -4 -5 -6 12 -8 10 11 -11 17 -13 -14 14 -16 -17 29 28 23 20 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.016341043831696652 -0.00034162325829994387 0.018667987241379677 -0.054240087873261913 -0.020321280978943992 0.073328089891001577 -0.067127263953443622 -0.044123676399121417 0.079458673074841502 -0.00053811303848477971 -0.1138548936508596 0.069752161279320712 0.0499968653654351 0.057988628656381658 0.057401099123738031 0.042508169871965248 -0.068077727447709319 0.0023737620065609616 0.0081806345095034125 0.056327301186734235 -0.018471122453696129 -0.002136480212211609 -0.09946605227887631 -0.014179632533727666 0.0012614018240960183 0.088975786603987223 -0.030062810689784017 0.046015569408025064 0.036812123967530697 0.066923413872718815 -0.04175458491149852
leaf_weight=111 41 31 23 23 20 32 37 20 434 20 20 34 21 22 62 23 615 416 29 83 25 20 573 210 30 26 28 38 20 34
leaf_count=111 41 31 23 23 20 32 37 20 434 20 20 34 21 22 62 23 615 416 29 83 25 20 573 210 30 26 28 38 20 34
internal_value=0 0.00060261 8.03733e-05 0.0213227 0.0401033 0.000509268 0.00505614 0.00686674 -0.00155908 -0.0375591 0.0162307 0.00313323 -0.00202298 -0.0027042 0.00537318 -0.00800475 0.00194193 0.0134576 -0.00674179 -0.0108467 0.0039964 -0.0453941 -0.0169802 0.00794304 0.0148382 0.0349628 -0.00220421 0.00964418 0.0108753 6.19534e-05
internal_weight=0 3010 2936 74 51 2913 1042 1005 529 61 476 468 1871 1850 733 1117 671 456 1094 855 250 45 605 239 205 94 111 64 436 649
internal_count=3121 3010 2936 74 51 2913 1042 1005 529 61 476 468 1871 1850 733 1117 671 456 1094 855 250 45 605 239 205 94 111 64 436 649
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=0
split_feature=131 48 0 9 483 483 2 12 1454 3 3 0 157 51 454 16 160 43 41 0 2 13 52 43 159 1366 0 15 0 42
split_gain=3.26088 6.89149 9.46444 6.38361 5.1981 4.78702 5.19246 7.45046 6.2379 5.0759 4.46611 5.80281 5.71147 7.31552 6.81407 5.05882 11.7256 32.7966 9.92138 9.55477 8.30233 8.28281 7.94295 5.37725 7.12975 5.33996 5.9268 9.08258 9.06333 9.4601
threshold=0.095205000000000026 0.10142000000000002 -0.10607499999999999 -0.092939999999999981 0.093370000000000022 0.085510000000000017 0.083795000000000022 0.083935000000000023 0.081720000000000015 0.096675000000000011 -0.24190499999999995 0.13134000000000004 -0.48214999999999997 0.22234000000000001 -0.082299999999999984 0.042200000000000008 -0.080719999999999986 -0.081454999999999986 0.075585000000000013 -0.079829999999999998 0.12595500000000001 -0.075129999999999988 -0.14488499999999996 -0.077944999999999987 0.10333000000000002 -1.0000000180025095e-35 -0.17169499999999996 -0.0058549999999999991 -0.13027499999999997 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -4 10 7 -7 9 -8 11 -5 -12 14 -14 22 17 -17 19 21 -21 -18 23 24 -16 -24 27 -27 29 -28
right_child=1 -3 4 5 -6 6 8 -9 -10 -11 12 -13 13 -15 15 16 18 -19 -20 20 -22 -23 25 -25 -26 26 28 -29 -30 -31
leaf_value=-0.057319274516776209 0.062935456596314915 -0.046379582434892652 0.012256639212733362 0.00093629692215472463 -0.036931155408577374 0.087725878804922108 0.0047743836750921151 0.011214888753103358 -0.041266935487062888 0.0503059607132205 0.050444202336948366 0.060277381424720472 0.052696792163293475 -0.061980515860375909 0.075654042651876807 -0.15437631250492165 -0.010232263835186654 0.0020889490270181686 0.058779427205974413 -0.0094413961143843383 0.033736503262210775 -0.071341992825979292 -0.050146007230100424 -0.0088256163299083711 0.0025939054702493278 0.0077194563060998924 -0.038236111642397715 0.080299743320792927 -0.00079080248692452778 0.014857372724347645
leaf_weight=20 35 20 205 45 24 20 195 35 26 28 20 26 22 21 34 21 47 37 22 254 54 42 23 25 22 125 132 20 1476 45
leaf_count=20 35 20 205 45 24 20 195 35 26 28 20 26 22 21 34 21 47 37 22 254 54 42 23 25 22 125 132 20 1476 45
internal_value=0 0.0102162 0.0145038 -0.0010227 0.00710159 -0.000623013 0.0112292 0.0390371 0.00508687 0.0104914 -0.00205678 0.0226668 -0.00277561 -0.00321508 -0.0027011 -0.00321339 -0.0124216 -0.0545623 -0.00658825 -0.0102106 -0.00187124 -0.0390706 -0.000904089 0.0297366 0.0469518 -0.00226702 -0.00165455 0.0177305 -0.003355 -0.0247378
internal_weight=0 284 264 2837 229 2817 304 55 249 223 2513 71 2442 2422 2401 2379 477 58 419 397 308 89 1902 81 56 1821 1798 145 1653 177
internal_count=3121 284 264 2837 229 2817 304 55 249 223 2513 71 2442 2422 2401 2379 477 58 419 397 308 89 1902 81 56 1821 1798 145 1653 177
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=31
num_cat=0
split_feature=1455 160 160 479 1453 52 0 43 12 158 8 33 12 4 16 40 10 48 9 151 52 0 150 160 123 124 160 13 42 49
split_gain=2.96517 4.82189 6.00521 5.88697 5.15812 3.39049 3.24769 8.45666 4.77612 7.80044 5.38527 8.44729 4.57367 4.5575 4.83563 4.46981 7.68049 5.03461 4.48776 4.77874 8.02964 14.7322 5.40369 4.78179 4.75768 6.22992 5.49212 6.15131 5.41703 4.73987
threshold=-0.23681499999999997 -0.55323499999999981 -0.54200499999999985 0.088785000000000017 -0.085794999999999982 -0.57009999999999994 0.18019500000000002 -0.53814999999999991 -0.11019 0.083705000000000016 0.091215000000000004 0.085305000000000006 -0.096104999999999982 0.0016150000000000003 -0.39185999999999993 -0.23755499999999996 -0.015579999999999998 0.085790000000000019 0.081890000000000004 0.005085000000000001 -0.067494999999999986 -0.14920999999999998 0.11614000000000001 0.022560000000000004 0.083855000000000013 0.0049200000000000008 -0.061284999999999992 -0.0090849999999999976 0.086835000000000009 -0.081404999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -7 9 13 11 12 -10 -9 -15 -14 17 -17 19 22 23 -22 24 -21 29 26 -26 28 -28 -18
right_child=1 2 3 -5 5 6 -8 8 10 -11 -12 -13 15 14 -16 16 18 -19 -20 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.026391139391454911 -0.036242466888113604 0.039064348078308969 0.049512595896209988 -0.035543174221319085 0.030713070668280124 0.054458999261260035 -0.03087559744582645 -0.00054856910603120926 -0.03927999942097813 -0.022385044235350759 -0.050816902416673575 0.054514270945003745 0.041713060787878932 0.018713757470250132 0.083094051307333383 -0.078578265614452816 -0.024626843005695107 -0.010124702091244135 0.034622053865875517 -0.020377384424209596 -0.1127857131510973 -0.015150536933009896 0.030561675696041096 0.046480171522125607 -0.0052594141127207342 -0.032315607529810886 0.089530108617779269 0.002502285981816905 0.025303634745068849 -0.0013237355642121817
leaf_weight=42 37 39 21 47 35 28 35 20 32 29 22 27 24 20 28 21 91 22 35 20 20 68 55 23 39 22 29 28 24 2138
leaf_count=42 37 39 21 47 35 28 35 20 32 29 22 27 24 20 28 21 91 22 35 20 20 68 55 23 39 22 29 28 24 2138
internal_value=0 -0.000359996 7.64442e-05 -0.000429892 0.000128404 -0.000224941 -0.000598331 -0.000228451 -0.000768194 0.0210389 -0.0015402 -0.00114134 -0.00169976 0.0395579 0.0562689 -0.0012475 -0.00163879 -0.0435555 -0.000943409 -0.00143023 -0.020034 -0.0373403 -0.000425653 0.0153836 -0.00114446 0.0166033 0.0255717 0.0404164 0.0604464 -0.0022751
internal_weight=0 3079 3042 3003 2956 2935 2900 2865 2837 97 2740 2718 2691 68 48 2659 2635 43 2592 2557 131 88 2426 43 2371 142 120 81 53 2229
internal_count=3121 3079 3042 3003 2956 2935 2900 2865 2837 97 2740 2718 2691 68 48 2659 2635 43 2592 2557 131 88 2426 43 2371 142 120 81 53 2229
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=31
num_cat=0
split_feature=391 131 48 0 9 12 52 43 42 1201 133 483 1177 3 1186 1374 49 151 14 2 4 133 41 41 3 157 10 4 15 148
split_gain=2.97623 2.88137 5.53608 7.59821 5.24473 4.364 5.69946 4.53398 5.20625 4.26636 3.7444 4.14592 6.51145 7.12305 5.14518 4.94114 7.11859 8.17274 6.38528 6.35688 10.1215 8.99687 7.2534 7.59535 6.60737 6.43473 5.79931 5.87174 7.87306 6.38566
threshold=-0.086514999999999981 0.095205000000000026 0.10142000000000002 -0.10607499999999999 -0.092939999999999981 0.091085000000000013 0.089575000000000016 -0.061959999999999994 -0.085499999999999979 -0.064749999999999988 -0.42671999999999993 0.085510000000000017 -0.047249999999999993 -0.24462999999999999 0.084720000000000004 0.086000000000000007 0.14321000000000003 -0.10737499999999998 0.08840000000000002 0.11474000000000002 0.27287000000000006 -0.025314999999999994 0.083975000000000008 0.07831500000000001 -0.086424999999999988 -1.0000000180025095e-35 -0.084119999999999986 0.50996500000000011 -0.41942499999999994 -0.07990499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 -5 8 -7 -6 -11 12 -12 -14 15 16 18 -18 19 22 21 -21 23 26 -24 -23 -15 28 -28 -30
right_child=1 2 -4 5 9 7 -8 -9 -10 10 11 -13 13 14 -16 -17 17 -19 -20 20 -22 25 24 -25 -26 -27 27 -29 29 -31
leaf_value=0.031345492582768204 -0.052301634757313878 0.056532096990517214 -0.0414313530176878 0.003548701998855298 -0.038416684499631329 0.054225321775302295 -0.053231018917127094 0.05595204958485233 -0.0036268505171340492 0.017663213268879357 -0.059476001821458339 0.0098418873534646886 0.039662532554939393 0.045080323144793516 0.034602884984471734 0.023667680492194799 -0.007244635599891882 -0.080403450810654961 -0.048380421126081097 -0.027576723591321045 -0.01319289955737017 0.074913163448218259 -0.0875275668129325 0.042927461709169779 -0.0081106984987854968 0.024488490954049178 -0.068538614884018897 0.043643401783386555 -0.038616124321041362 -0.0042648652198580229
leaf_weight=30 20 35 20 90 30 20 22 27 70 109 20 299 40 23 36 65 37 26 31 27 107 32 20 34 22 121 20 24 56 1608
leaf_count=30 20 35 20 90 30 20 22 27 70 109 20 299 40 23 36 65 37 26 31 27 107 32 20 34 22 121 20 24 56 1608
internal_value=0 -0.000304227 0.00929447 0.0131373 -0.00127538 0.00650495 -0.00760446 0.0200114 0.00922919 -0.000909208 -0.000501074 -0.00124877 -0.00266048 -0.00217259 -0.00290365 -0.00350296 -0.00431013 -0.0374372 -0.00332801 -0.00266104 0.0111642 0.0256431 -0.00485686 -0.00387952 -0.0459283 0.0350348 -0.0047989 -0.00547057 -0.00617053 -0.00542092
internal_weight=0 3091 284 264 2807 229 112 117 90 2787 2757 2648 2349 2329 2289 2253 2188 63 2125 2094 287 180 1807 1765 42 153 1731 1708 1684 1664
internal_count=3121 3091 284 264 2807 229 112 117 90 2787 2757 2648 2349 2329 2289 2253 2188 63 2125 2094 287 180 1807 1765 42 153 1731 1708 1684 1664
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=31
num_cat=0
split_feature=11 104 33 30 31 9 48 1 14 153 51 51 474 12 475 133 1429 149 16 10 1451 16 4 16 484 0 51 12 11 16
split_gain=2.78316 3.23951 2.84081 3.83785 6.63235 5.69123 5.12251 11.6778 5.74211 3.89593 4.57631 5.93588 9.81971 6.01636 5.78556 8.21043 8.27124 4.76589 10.8147 4.83597 4.37409 4.8698 12.4097 14.2914 8.90969 12.0065 6.88841 6.49061 11.0563 7.47934
threshold=-0.072629999999999986 0.089050000000000004 0.089160000000000003 0.088655000000000012 -0.018414999999999997 0.10530000000000002 -0.089099999999999999 0.099660000000000012 0.097065000000000012 0.084695000000000006 -0.13782999999999998 -0.095144999999999993 0.085445000000000007 0.095565000000000011 -0.085684999999999997 0.087035000000000015 0.08103500000000001 0.087830000000000005 -0.4179199999999999 0.058500000000000003 0.089825000000000002 0.0047850000000000011 -0.42529999999999996 0.19444000000000003 -0.11153499999999998 -0.14226499999999997 0.10411500000000001 0.090840000000000018 0.076270000000000018 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 9 10 -8 12 13 -12 15 16 -13 19 -19 20 21 27 23 -23 -24 -26 -25 28 29 -16
right_child=1 -3 -4 -5 5 -7 8 -9 -10 -11 11 14 -14 -15 17 -17 -18 18 -20 -21 -22 22 24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.036282213919219521 -0.04686740098938269 0.040361938942223785 -0.032309142155227837 0.035861791695157685 -0.0072115386962085153 0.052262372523546222 0.013479382953249869 0.081260263204574593 -0.051481070166284393 -0.044180865259841086 0.012564840039445295 -0.0011349113658070565 -0.086373607273257921 -0.053352910703979434 -0.0021187277863481866 -0.023890479797354112 0.069807065925782633 0.012616287775175728 -0.087929364354349671 -0.041150925141470188 0.043331216097525931 0.079674397511728889 -0.084452404771000147 0.015867771252113232 0.055598021823574199 -0.021134339859058219 -0.053377235955558724 0.010105159982512388 -0.054777855101304174 0.041292649950468691
leaf_weight=21 30 20 27 30 37 21 235 25 22 20 45 27 21 20 1240 26 42 23 20 29 23 29 20 51 22 279 20 616 39 41
leaf_count=21 30 20 27 30 37 21 235 25 22 20 45 27 21 20 1240 26 42 23 20 29 23 29 20 51 22 279 20 616 39 41
internal_value=0 0.000245783 -1.47118e-05 0.000270892 -8.23087e-05 0.000386636 2.00851e-05 0.0284626 -0.000585906 -0.000198201 0.000108513 -0.00108486 -0.0269243 -0.00771754 -0.000212389 0.0240011 0.0420472 -0.00115051 -0.0341491 -0.000561496 -6.69189e-05 -0.000490405 -0.0102378 0.0205227 -0.0198205 -0.015526 -0.00363786 0.00162925 -0.00232618 -0.000729293
internal_weight=0 3100 3080 3053 3023 2993 2972 62 2910 2888 2868 2633 86 65 2547 95 69 2452 43 2409 2380 2357 421 100 321 301 71 1936 1320 1281
internal_count=3121 3100 3080 3053 3023 2993 2972 62 2910 2888 2868 2633 86 65 2547 95 69 2452 43 2409 2380 2357 421 100 321 301 71 1936 1320 1281
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=31
num_cat=0
split_feature=454 151 43 8 9 4 11 49 13 475 3 1 1 4 14 13 10 1 1184 13 39 0 133 133 12 128 376 12 0 157
split_gain=2.70023 3.47729 5.53479 3.20287 9.22413 6.76479 3.56506 3.88137 8.71208 4.19711 4.93408 4.1001 7.90974 14.864 11.3193 7.54557 5.25389 4.56786 3.93444 4.25998 6.70289 13.0548 6.73756 18.4435 8.16013 6.57678 6.1582 6.00285 12.6924 9.19652
threshold=0.091435000000000016 -0.46784999999999993 -0.084794999999999995 1.0000000180025095e-35 0.091905000000000014 0.50194500000000009 -0.072629999999999986 0.12497000000000001 -0.036034999999999991 0.037885000000000009 -0.076669999999999988 0.122715 0.13707500000000003 0.51303500000000013 -0.18536 -0.071554999999999994 -0.089679999999999982 0.15170500000000001 0.083155000000000021 0.0049450000000000006 0.089130000000000015 0.13134000000000004 -0.0081349999999999981 -0.062749999999999986 0.080890000000000017 0.10828500000000001 0.084195000000000006 0.091085000000000013 -0.065229999999999996 -0.052249999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -3 9 -9 11 -11 16 13 15 -14 -13 -8 -16 19 26 21 22 23 -21 -24 -26 27 -18 -29 -30
right_child=-2 3 -4 4 5 -7 7 8 -10 10 -12 12 14 -15 17 -17 18 -19 -20 20 -22 -23 24 -25 25 -27 -28 28 29 -31
leaf_value=0.067118538580834872 -0.034137374272509277 -0.042715082839131363 -0.0022883644931156327 0.078282258547842501 -0.041089709815771688 0.037412173833165856 -0.052433636169880629 -0.049246408355732761 0.0057832511281682829 0.0082832705107380149 0.064483152258963825 0.021991451025009157 0.06169917104681108 -0.025393610254481988 -0.033211765180413542 0.093922718656249349 -0.0039687259073109401 0.011597277979765619 0.033864332904340703 -0.0083291136266278303 -0.061908701527863742 0.062465340588241818 0.052021473678557778 -0.11586196358230981 -0.0056133981263265017 -0.065207528006285431 0.034082335434010569 0.015349945384113118 -0.082663547620177275 -0.0086193562324087206
leaf_weight=20 23 20 27 20 23 21 20 51 66 61 21 25 22 27 65 35 1431 35 32 58 24 25 23 22 250 20 53 477 20 104
leaf_count=20 23 20 27 20 23 21 20 51 66 61 21 25 22 27 65 35 1431 35 32 58 24 25 23 22 250 20 53 477 20 104
internal_value=0 0.000253441 0.0272465 -0.000162381 0.0219725 -0.0036229 -0.000636646 -0.000353003 -0.018204 0.000379828 0.0226759 -0.000280677 0.0131865 0.0362236 -0.00324162 0.0639514 -0.00138057 -0.0175286 -0.000978424 -0.00142317 -0.0105859 -0.00749102 -0.0121798 -0.0379006 -0.00515702 -0.0100278 0.000431346 -0.000446362 0.0079405 -0.020562
internal_weight=0 3098 47 3051 64 44 2987 2967 117 2850 82 2768 209 87 122 60 2559 100 2539 2507 422 398 373 80 293 270 2085 2032 601 124
internal_count=3121 3098 47 3051 64 44 2987 2967 117 2850 82 2768 209 87 122 60 2559 100 2539 2507 422 398 373 80 293 270 2085 2032 601 124
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=31
num_cat=0
split_feature=1373 457 1 148 123 123 376 40 96 10 10 148 150 149 4 1443 16 0 0 159 1 3 52 4 14 47 13 133 2 13
split_gain=2.64897 4.44248 3.87989 3.3984 2.86248 5.35028 6.0455 4.22379 4.01376 4.15218 6.82897 3.66102 4.12573 3.96306 5.67301 5.55466 3.98052 7.43203 6.57961 5.68689 11.9809 7.77655 6.9537 6.27348 5.82159 5.46391 5.60455 7.44056 6.21233 11.2187
threshold=-1.0000000180025095e-35 0.29113500000000009 0.16773500000000005 0.10090000000000002 0.087505000000000013 0.085740000000000011 0.084545000000000009 -0.049474999999999998 0.084000000000000019 -0.15926999999999997 -0.013164999999999998 1.0000000180025095e-35 -0.12731499999999998 0.079000000000000015 -0.0043399999999999992 0.093200000000000019 -0.084939999999999988 -0.16360999999999995 -0.23194499999999998 -1.0000000180025095e-35 0.12040000000000002 -0.03694999999999999 0.14295500000000003 -0.050494999999999991 0.018475000000000002 0.10783500000000001 -0.094514999999999988 -0.10298999999999998 0.10097500000000002 -0.065824999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -6 9 -2 -11 12 -12 15 -15 16 25 18 -18 20 21 -19 24 -24 -21 26 27 -14 -28 -30
right_child=1 -3 -4 -5 7 -7 -8 -9 -10 10 11 -13 13 14 -16 -17 17 19 -20 22 -22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=0.031785955939155362 0.033730336321251733 -0.046104943415238742 -0.041798415746201169 0.037829265867670381 0.020840290711394895 -0.048705535203866335 0.039338983303107519 -0.022007353020100193 -0.045454682912677527 -0.048381353516985359 0.036814637997498116 -0.03929290772260477 0.015875010362287868 0.066978741348499349 -0.0023216882927550213 -0.051035027062012399 -0.0021776353093710811 0.0065364010714213635 0.074317026049222634 -0.0047548374627491598 0.080417010735809091 -0.056370309279078538 -0.083668261664834889 -0.012309254918779646 -0.05004921411645824 -0.032840846913556258 0.0063926111256877782 -0.02883074434730486 0.094552587452547063 0.016715586436422247
leaf_weight=26 35 21 22 24 129 23 38 28 20 30 30 24 64 21 27 22 22 306 23 1319 21 21 22 28 29 36 503 89 23 95
leaf_count=26 35 21 22 24 129 23 38 28 20 30 30 24 64 21 27 22 22 306 23 1319 21 21 22 28 29 36 503 89 23 95
internal_value=0 -0.000267023 4.61188e-05 0.00034775 5.0671e-05 -0.000668325 -0.000280384 0.0131987 -0.000816162 -0.000496172 -0.000930992 -0.000408602 -6.3092e-05 -0.000477293 0.0279972 -0.000998368 -0.000575143 -0.00320598 0.0369196 -0.00424015 0.00719862 0.00249652 -0.00708757 -0.0437072 -0.00572927 0.00524194 0.00701323 -0.0101303 0.011237 0.0318872
internal_weight=0 3095 3074 3052 3028 2871 2848 157 2810 2790 2755 2725 2701 2671 48 2623 2601 1791 45 1746 348 327 1398 50 1348 810 774 153 621 118
internal_count=3121 3095 3074 3052 3028 2871 2848 157 2810 2790 2755 2725 2701 2671 48 2623 2601 1791 45 1746 348 327 1398 50 1348 810 774 153 621 118
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=31
num_cat=0
split_feature=42 3 42 133 160 12 4 1446 2 402 133 1 0 43 123 124 96 40 106 12 48 16 0 13 2 129 133 1 50 15
split_gain=2.60378 8.51897 7.85746 8.56672 9.1579 6.75106 6.40549 4.53119 4.43097 6.38152 7.42694 5.35278 4.19017 6.00554 5.00086 8.48418 6.87019 5.89328 4.8715 3.75539 9.57914 6.40496 10.002 6.4499 5.87576 7.72291 5.85606 6.60072 6.27113 5.57368
threshold=0.11159000000000001 -0.082334999999999978 0.10077000000000001 0.10722500000000001 -0.080409999999999995 0.098150000000000015 -0.58204499999999992 0.092750000000000013 0.15109000000000003 -1.0000000180025095e-35 0.11667000000000001 0.096325000000000008 0.18019500000000002 -0.52440999999999993 0.088795000000000013 -0.08231999999999999 0.086715000000000014 -0.076644999999999977 0.083930000000000018 0.091715000000000005 -0.047864999999999991 -0.066924999999999985 -0.093584999999999988 0.0076650000000000008 0.12595500000000001 0.10061000000000002 0.089595000000000022 0.089175000000000018 0.12170000000000002 0.087685000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -6 -1 12 9 -3 11 -11 13 -8 16 -16 18 -17 19 26 -21 22 -22 -24 25 -23 28 29 -15 -28
right_child=1 8 3 -5 5 -7 7 -9 -10 10 -12 -13 -14 14 15 17 -18 -19 -20 20 21 24 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.05056122888624668 0.026038586225290344 -0.0070481136759432657 0.098371302620286039 -0.031754341153427956 0.044884283029370836 -0.022709366137331183 0.043675050716246333 0.021401495647816255 0.015168957971036436 -0.0014192314051529942 -0.095325935919853777 -0.062373794883489611 -0.038299373010623049 -0.00076246066647205979 0.079825085084885367 0.035411694604489542 -0.059834667223622101 -0.021049690790670483 0.042069147527217868 -0.050507830940186987 -0.011196897874661342 -0.00016550410379606643 0.047363809218460867 0.0096278440945043973 0.050817551015920587 -0.064004250988364222 -0.003898789551316735 -0.072554027220411668 -0.044197743714732285 -0.042810033736940555
leaf_weight=25 53 90 21 20 45 22 31 98 32 34 22 25 29 1487 20 36 20 38 26 30 76 361 110 77 21 20 148 21 34 49
leaf_count=25 53 90 21 20 45 22 31 98 32 34 22 25 29 1487 20 36 20 38 26 30 76 361 110 77 21 20 148 21 34 49
internal_value=0 -0.00966269 0.000863402 0.0273231 0.0407498 0.0226894 -0.000173105 0.000287987 -0.0189837 -0.0253749 -0.0457379 -0.0272474 -0.000497557 -7.67307e-05 -0.000603656 0.0220365 -0.00146179 0.00641801 -0.000987216 -0.00144714 0.00476619 0.00725975 0.0193932 0.0318255 -0.000678267 -0.00351662 -0.00393033 -0.0192585 -0.0017334 -0.0135772
internal_weight=0 256 2865 108 88 67 2757 2732 203 171 81 59 2634 2605 2574 94 2480 74 2460 2434 695 665 263 187 402 381 1739 218 1521 197
internal_count=3121 256 2865 108 88 67 2757 2732 203 171 81 59 2634 2605 2574 94 2480 74 2460 2434 695 665 263 187 402 381 1739 218 1521 197
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=31
num_cat=0
split_feature=1455 160 160 479 1453 4 0 13 12 52 48 14 402 38 1 157 157 51 3 49 1176 12 2 11 41 2 160 13 15 160
split_gain=2.44172 4.12678 4.88085 4.63222 3.75906 3.06117 9.87447 8.85148 6.91876 6.39816 5.22704 8.29001 4.96335 4.9812 4.79069 4.7881 6.37989 4.81738 5.83766 5.19776 4.69957 4.79116 4.5587 4.44805 17.9726 5.92231 5.3183 8.39428 7.95334 6.12492
threshold=-0.23681499999999997 -0.55323499999999981 -0.54200499999999985 0.088785000000000017 -0.085794999999999982 -0.42529999999999996 0.10455500000000001 -0.0062949999999999994 -0.11019 0.093665000000000012 -0.089099999999999999 0.08840000000000002 0.093135000000000009 0.095410000000000009 0.10060500000000001 -0.24909499999999998 -0.41266499999999995 0.14431500000000003 -0.20241999999999996 -0.15986999999999998 0.086345000000000019 -0.096104999999999982 0.10731 0.078065000000000009 0.079300000000000009 0.097845000000000015 0.08733500000000001 -0.14179999999999995 -0.079929999999999987 0.11655500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 9 8 -8 12 -6 14 15 13 -7 -10 16 -12 18 22 -20 21 -21 -17 26 -25 -26 27 28 -23 -28
right_child=1 2 3 -5 5 6 7 -9 10 -11 11 -13 -14 -15 -16 17 -18 -19 19 20 -22 23 -24 24 25 -27 29 -29 -30 -31
leaf_value=0.023948673917246716 -0.033522213333462544 0.035226109829277562 0.042274034874779841 -0.031526689964564557 0.0054334724479086381 0.061941271138990797 -0.094501236721961979 -0.0092532143928110606 0.005917685376780649 0.062885876372456559 0.0033701749962000622 -0.059099039256572727 -0.016182607341380346 0.008820954776338992 0.068692916780710225 -0.072643409706652159 -0.075547406626865266 0.035643001226708292 -0.041918444807330771 -0.04090366546016444 0.041450348634410793 -0.0062400106606738913 -0.007364044856765996 0.084356473678102104 -0.047964401843026284 0.020867598019540311 0.028539531060680745 -0.0011101957412810392 -0.067199967723143725 -0.0040551944183203105
leaf_weight=42 37 39 21 47 163 41 21 29 31 22 21 25 21 31 20 20 20 36 30 29 27 49 23 30 25 25 125 1926 38 107
leaf_count=42 37 39 21 47 163 41 21 29 31 22 21 25 21 31 20 20 20 36 30 29 27 49 23 30 25 25 125 1926 38 107
internal_value=0 -0.000326679 7.70801e-05 -0.000379401 0.000115837 -0.000185806 -0.00102345 -0.0450574 -0.000208006 0.0122657 -0.00116411 -0.00179661 0.0265936 0.03907 0.0305354 -0.0012306 -0.0351262 -0.000672482 -0.00120523 -0.000553873 -3.26894e-05 -0.000508493 -0.0377265 -4.6394e-06 0.0231659 -0.0135484 -0.000830317 -0.00248266 -0.0328662 0.0135066
internal_weight=0 3079 3042 3003 2956 2935 2750 50 2700 185 2607 2556 93 72 51 2531 41 2490 2454 2411 2381 2354 43 2325 80 50 2245 2013 87 232
internal_count=3121 3079 3042 3003 2956 2935 2750 50 2700 185 2607 2556 93 72 51 2531 41 2490 2454 2411 2381 2354 43 2325 80 50 2245 2013 87 232
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=31
num_cat=0
split_feature=454 8 12 11 16 3 149 3 149 1443 9 376 43 160 52 4 52 13 3 52 97 2 15 16 13 52 15 12 12 12
split_gain=2.63462 2.87061 7.93169 3.24721 3.02735 3.82716 3.46867 14.6254 6.19858 4.64371 3.95525 4.76619 4.89211 3.33999 7.78821 7.63573 5.60866 5.22409 5.03828 4.8353 4.42907 4.26018 5.20888 5.95504 5.10093 5.12967 10.4655 7.95068 4.88504 4.95148
threshold=0.091435000000000016 1.0000000180025095e-35 0.10124000000000001 -0.072629999999999986 -0.54656499999999986 -0.14847999999999997 0.08618000000000002 -0.07908999999999998 0.07770500000000001 0.093200000000000019 0.086220000000000005 0.083705000000000016 -0.085254999999999984 -0.089744999999999978 0.11639500000000001 -0.082769999999999982 0.34769500000000003 -0.085154999999999995 -0.087044999999999983 0.5140450000000002 -1.0000000180025095e-35 0.14445500000000003 -0.079929999999999987 0.029300000000000003 -0.52014499999999986 0.081010000000000013 0.081070000000000017 0.08401500000000002 0.10508500000000001 0.091625000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 8 -8 9 10 11 13 -13 14 15 -6 18 -17 -16 20 -15 24 -23 -24 -22 -26 28 -28 29 -27
right_child=-2 2 -4 4 6 -7 7 -9 -10 -11 -12 12 -14 19 16 17 -18 -19 -20 -21 21 22 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.040352692380547527 -0.033720122848677897 0.045810900004797206 -0.029166257106477307 -0.010525632751258937 0.072759168098855298 0.042143038087414354 0.015954687166959049 -0.093055229391902694 0.054218201436811976 -0.046076511794870552 -0.039558337390422825 0.065139034017920497 0.01086886291373141 -0.040319117865171929 -0.065214352756738661 0.038757966589872489 0.0095669878486567619 -0.0021490283990027131 -0.0098358453155252268 -0.045710120042786004 -0.052214606897905469 0.040311966063799685 -0.032658812316755458 0.037786430977284909 -0.004611262975899119 0.031033177534939171 -0.062094811304705226 0.002294295487958886 -0.0063426325778261974 0.086805431153625254
leaf_weight=20 23 43 21 22 28 37 32 20 21 22 25 20 98 29 20 54 157 74 92 25 20 54 30 20 1504 78 20 466 26 20
leaf_count=20 23 43 21 22 28 37 32 20 21 22 25 20 98 29 20 54 157 74 92 25 20 54 30 20 1504 78 20 466 26 20
internal_value=0 0.000250343 0.021209 -0.000191765 7.47311e-05 0.0225039 -0.000373093 -0.0259722 8.54515e-05 -0.000308993 4.30653e-05 0.000392284 0.0200672 -0.000462202 0.00767998 0.0254561 -0.00262888 0.0151086 -0.0197249 -0.00197199 -0.00148965 -0.0009865 0.018777 -0.00448071 -0.00194967 -0.00147413 0.00626071 -0.000355462 0.0321918 0.0424153
internal_weight=0 3098 64 3034 3014 59 2955 52 2903 2882 2860 2835 118 2717 425 156 269 128 112 2292 2267 2238 104 50 2134 2114 610 486 124 98
internal_count=3121 3098 64 3034 3014 59 2955 52 2903 2882 2860 2835 118 2717 425 156 269 128 112 2292 2267 2238 104 50 2134 2114 610 486 124 98
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=31
num_cat=0
split_feature=392 158 1444 1454 159 12 15 2 11 129 4 0 42 2 0 51 2 3 1 12 48 147 1 12 150 48 1 48 48 2
split_gain=2.40659 2.42131 5.07165 5.05549 4.28578 5.13586 3.77798 4.6034 3.63023 6.32489 4.77049 10.8413 14.9591 15.3137 9.41265 9.0645 7.40699 9.19768 7.34806 5.41353 5.30205 5.44061 4.65945 4.32061 5.8324 3.67185 6.33038 5.55542 9.37926 9.16298
threshold=0.091685000000000003 0.085900000000000018 -0.083144999999999983 0.088250000000000009 0.10620500000000001 0.078300000000000008 -0.13578499999999996 0.092365000000000017 0.10600000000000001 0.11091000000000001 -0.42529999999999996 0.034820000000000011 0.082810000000000009 0.10097500000000002 0.13134000000000004 -0.15042499999999998 0.10188000000000001 0.092670000000000016 0.10293500000000001 -0.11019 -0.089099999999999999 0.10361000000000002 0.10060500000000001 -0.096104999999999982 -0.090724999999999986 0.14093000000000003 0.14804000000000003 0.10911000000000001 0.10184000000000001 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -3 -8 9 10 14 19 13 -13 15 -4 17 -17 -18 -12 22 23 -21 -22 -25 26 27 28 -26 -30
right_child=-2 3 8 -5 5 -7 7 -9 -10 -11 11 12 -14 -15 -16 16 18 -19 -20 20 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.051376131167635321 0.032227797873075247 0.046772345387273366 -0.051716874753280233 -0.035336043372284624 -0.036250168804756622 0.0093030207258921992 0.023702611955862572 -0.021174857877194881 -0.043285314813256266 0.04111288336571306 0.027622946383780801 -0.023579064741730691 0.01839638195793938 -0.1409770962316543 0.066844191639844716 0.077442454287665899 -0.058181966766715054 -0.0018092065739134949 0.01418824964599248 0.0050938607734297555 -0.042595600795287354 -0.049921143117050336 0.066100720493566426 0.029165796504045528 -0.0024014322910910018 -0.036605892186203311 0.051424599371173163 0.023889007959998661 -0.0058567170001980334 -0.090777865114311379
leaf_weight=20 23 45 24 25 33 99 96 30 20 36 64 25 27 20 29 32 20 27 47 31 26 24 21 60 2036 31 22 77 27 24
leaf_count=20 23 45 24 25 33 99 96 30 20 36 64 25 27 20 29 32 20 27 47 31 26 24 21 60 2036 31 22 77 27 24
internal_value=0 -0.000239264 -0.00120128 0.00788507 0.0114512 -0.00208528 0.0219004 0.0130175 -0.000836371 -0.00052539 -0.0010818 -0.00220444 -0.0404488 -0.075756 0.0146916 0.00460876 0.0153374 0.0411747 -0.0074148 -0.0010773 -0.0018494 -0.00255511 0.0297312 -0.0020615 -0.00159866 -0.00243126 -0.00194662 -0.00248922 -0.00346244 -0.0458196
internal_weight=0 3098 2770 328 303 132 171 126 2750 2730 2694 2515 72 45 179 150 126 59 67 2443 2379 2327 52 2303 2277 2217 2186 2164 2087 51
internal_count=3121 3098 2770 328 303 132 171 126 2750 2730 2694 2515 72 45 179 150 126 59 67 2443 2379 2327 52 2303 2277 2217 2186 2164 2087 51
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=31
num_cat=0
split_feature=454 146 45 2 105 33 1 147 48 150 150 1375 130 13 39 43 16 12 43 2 2 484 133 15 0 13 2 400 457 1212
split_gain=2.51595 2.85808 2.71909 3.36759 2.73971 3.19024 2.88645 3.69612 3.25046 5.51228 3.81867 5.86346 2.89425 3.27374 6.93004 6.38008 6.36505 10.3653 5.73459 5.85805 4.5193 7.13109 5.94534 5.59846 10.1785 6.78816 7.67444 5.99726 5.82211 5.02388
threshold=0.091435000000000016 0.085195000000000007 0.094030000000000016 0.31765000000000004 0.079510000000000011 -0.0066799999999999993 0.15170500000000001 0.10361000000000002 0.14925000000000002 0.13361500000000004 0.12314500000000002 -0.24467499999999998 -0.11198999999999999 0.10820000000000002 0.089130000000000015 -0.016814999999999997 0.19444000000000003 0.086095000000000019 -0.20207499999999998 -0.14451499999999998 0.09142500000000002 0.12364500000000002 -0.071719999999999992 1.0000000180025095e-35 -0.14116499999999996 -0.50061499999999992 0.14530500000000005 -0.064794999999999978 0.048635000000000005 0.091315000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 10 11 -7 -13 18 15 16 17 -15 -14 -20 22 23 -21 25 -25 -22 27 -27 -29 -24
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 12 13 14 -16 -17 -18 -19 19 20 21 -23 29 24 -26 26 -28 28 -30 -31
leaf_value=0.035043869368158856 -0.032951930408244547 0.033260359901648301 0.025867362462959138 -0.038495560508707297 -0.036078468745663055 0.050280727782165226 0.025581777979468191 -0.042319017506781076 -0.039414056887229286 0.044225113280117516 -0.037790951284545439 0.022509468188164412 -0.047619038894772536 0.075061592121015902 -0.069441698272712529 -0.043301925566550853 -0.047391753531992438 -0.0025499488380324991 0.04056225574911676 0.0082294745016333326 -0.05226049280166626 0.050926623470855484 -0.0048625796349823841 0.081174029138955217 0.010105893911192348 -0.055746329980902377 0.043855349748180464 -0.0028119253860599651 0.035373573532587917 -0.028611600186589377
leaf_weight=26 23 26 40 23 21 23 43 21 21 28 27 54 25 22 20 37 20 79 36 338 25 33 1090 22 240 20 39 559 43 97
leaf_count=26 23 26 40 23 21 23 43 21 21 28 27 54 25 22 20 37 20 79 36 338 25 33 1090 22 240 20 39 559 43 97
internal_value=0 0.00024464 -3.479e-05 -0.000376507 -8.51351e-05 0.00016783 -0.000138307 -0.000517191 -0.000214279 7.18504e-05 -0.000362088 -3.98078e-06 -0.000417181 -0.000868197 -0.0139828 -0.00696264 0.00414937 0.0143555 4.11879e-05 0.000509916 -6.54572e-05 0.0052293 -0.00347146 0.00363857 0.0160734 -0.00111062 0.000823948 -0.00187416 -8.43897e-05 -0.00680332
internal_weight=0 3098 3072 3032 3009 2988 2962 2919 2898 2877 2849 2822 2799 2745 178 158 121 101 2567 2542 2506 981 1525 948 262 686 661 622 602 1187
internal_count=3121 3098 3072 3032 3009 2988 2962 2919 2898 2877 2849 2822 2799 2745 178 158 121 101 2567 2542 2506 981 1525 948 262 686 661 622 602 1187
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=31
num_cat=0
split_feature=1 13 0 43 13 156 51 4 157 14 394 42 42 403 402 4 52 1429 156 96 11 41 3 41 2 2 454 39 51 0
split_gain=2.56898 2.40029 2.42284 3.4476 3.17276 6.22461 5.48688 8.97992 7.49386 8.14921 5.90836 5.15311 4.82871 4.68468 4.94854 4.59845 4.03641 3.86985 3.77316 3.76063 3.5196 13.1363 7.07722 24.9037 5.2935 11.4403 6.94555 7.2765 6.23046 10.1771
threshold=0.16773500000000005 0.40528500000000006 0.16094000000000003 -0.082689999999999986 1.0000000180025095e-35 -0.031569999999999994 0.11144500000000002 -0.016304999999999997 -0.083699999999999983 0.078320000000000015 -0.082159999999999997 0.10077000000000001 -0.088934999999999986 0.08332500000000001 0.083170000000000008 0.0052350000000000009 -0.085984999999999992 -0.092414999999999983 0.095075000000000007 0.084895000000000012 0.079300000000000009 0.07677500000000001 -0.10115999999999999 0.075585000000000013 0.10097500000000002 0.10252500000000002 -0.037229999999999992 0.098905000000000007 0.10302500000000002 -0.070889999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 12 -6 8 -8 -7 10 -10 13 15 14 -12 16 -1 18 -14 20 22 -22 23 -19 -24 -26 -27 28 -28 -30
right_child=-2 -3 3 -5 5 6 7 -9 9 -11 11 -13 17 -15 -16 -17 -18 19 -20 -21 21 -23 24 -25 25 26 27 -29 29 -31
leaf_value=0.061617513321340092 -0.033297387879017905 0.027933624747299379 -0.0056004685536026957 0.052412586770064773 0.03563163174840156 0.053292878605425358 -0.093162246295250953 -0.004034377562885101 -0.050008475459341353 -0.071664886549115181 -0.0080526613559849351 0.031774149954129062 0.060019288531371534 0.018441160850715441 -0.053632559093575061 -0.017940468726058801 0.017212895556987653 -0.10173193134367467 0.0007587341930378567 0.027716179653678254 0.089276875220239166 -0.0074863489083153148 -0.003809665894420534 0.020148566002516369 0.071163437487902478 -0.050595170941034509 0.0055959485700313822 -0.03145478270120091 0.070190706991924368 -0.0072143258976525284
leaf_weight=25 23 31 20 21 32 20 20 26 29 20 284 38 21 61 26 30 113 30 22 46 20 47 1543 38 27 22 371 45 41 29
leaf_count=25 23 31 20 21 32 20 20 26 29 20 284 38 21 61 26 30 113 30 22 46 20 47 1543 38 27 22 371 45 41 29
internal_value=0 0.000247205 -3.26386e-05 0.0241135 -0.000359801 -0.00718469 -0.00979942 -0.0427856 -0.00662502 -0.00924152 -0.00639114 -0.00329847 0.00117649 -0.00689081 -0.0118755 0.0175433 0.0252572 -1.79635e-05 0.0296999 -0.000583643 -0.00117189 0.0213982 -0.00187655 -0.0336222 -0.000837709 0.00773375 0.00436248 0.00685028 0.010759 0.0381229
internal_weight=0 3098 3067 41 3026 556 524 46 478 458 438 409 2470 371 310 168 138 2302 43 2259 2213 67 2146 68 2078 535 508 486 441 70
internal_count=3121 3098 3067 41 3026 556 524 46 478 458 438 409 2470 371 310 168 138 2302 43 2259 2213 67 2146 68 2078 535 508 486 441 70
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=31
num_cat=0
split_feature=445 148 1348 147 8 148 9 0 457 2 4 13 3 3 150 52 3 152 473 402 43 402 0 4 2 1446 15 41 51 1
split_gain=2.3825 4.11336 4.37263 3.41017 3.14353 4.03888 4.0569 3.99005 3.71036 4.76372 8.04507 5.01489 4.66283 7.39314 3.88446 3.87443 6.18165 3.48187 4.89611 3.46004 10.1657 5.22475 6.03235 4.68764 4.43083 3.98092 4.298 3.9209 7.77355 7.41073
threshold=-1.0000000180025095e-35 -0.12018999999999998 0.091105000000000005 0.10479500000000001 0.08573500000000002 0.085390000000000008 0.089995000000000006 0.18019500000000002 0.091945000000000013 0.14960000000000004 -0.059649999999999988 0.40528500000000006 -0.03694999999999999 0.41614500000000004 -0.12731499999999998 -0.067494999999999986 0.095270000000000007 0.10552500000000002 -1.0000000180025095e-35 0.089785000000000018 -0.50775499999999985 0.10491500000000002 -0.076234999999999983 0.066685000000000008 0.086675000000000016 0.097670000000000021 0.14654000000000003 0.075585000000000013 -0.025879999999999997 0.093100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 9 11 -11 14 -12 -14 -3 -10 -17 18 -16 20 -20 22 24 -23 -21 26 27 -22 -29 -30
right_child=1 2 -4 -5 -6 -7 -8 -9 15 10 12 -13 13 -15 17 16 -18 -19 19 21 25 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.031385925101737183 -0.043329518762501802 0.038881647020267945 -0.043373676332766599 0.040551051337804116 0.025774718313775164 -0.042033252136214921 -0.044851732738316059 -0.033718941420974105 0.047035239456111898 -0.032283920862457974 0.076465029766162249 0.042962443423815645 -0.0057008751869403029 0.067502017166804193 0.04807447299361229 0.025153698779953021 -0.04101783457444981 -0.043097738325595859 -0.062728137168700668 0.036312787817456782 -0.0034303532179368055 0.0049180594642278686 0.07422265007414601 -0.046396441198885446 -0.014805259915689629 0.019129822795443674 -0.041852576987418746 0.06892369978807189 0.021300066170220112 -0.039210278970783517
leaf_weight=24 22 24 23 21 47 23 20 34 34 22 21 26 37 22 20 48 20 20 28 39 2081 162 22 20 30 85 28 22 67 29
leaf_count=24 22 24 23 21 47 23 20 34 34 22 21 26 37 22 20 48 20 20 28 39 2081 162 22 20 30 85 28 22 67 29
internal_value=0 -0.000243223 6.50366e-05 0.000392393 0.000114157 -0.000290014 3.42327e-05 0.000339476 0.00073782 5.655e-05 0.0212709 -0.000743991 0.0359985 0.0215951 -0.00116848 0.0194727 0.00569148 -0.00153079 -0.00121505 -0.00159232 -0.00283524 0.0090613 0.0286257 -0.000720897 0.0140875 -0.00210989 -0.00292057 -0.00242485 0.0153079 0.0030209
internal_weight=0 3097 3075 3052 3031 2984 2961 2941 2907 2805 102 2703 80 59 2677 102 68 2653 2633 2613 2340 273 91 182 69 2312 2227 2199 118 96
internal_count=3121 3097 3075 3052 3031 2984 2961 2941 2907 2805 102 2703 80 59 2677 102 68 2653 2633 2613 2340 273 91 182 69 2312 2227 2199 118 96
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=31
num_cat=0
split_feature=1 1455 1455 2 447 3 41 0 52 123 151 47 12 9 16 132 4 150 4 16 4 2 12 156 13 157 52 16 16 160
split_gain=2.55326 2.22101 2.39362 2.20434 6.50869 7.52477 14.4078 11.4457 5.69872 7.75459 7.47688 9.0585 5.33826 8.84632 9.23256 5.15475 5.02811 9.98969 4.57433 5.57078 4.85163 4.34842 3.97846 5.47677 5.79144 6.45816 6.24125 7.83445 6.02882 5.48723
threshold=0.16773500000000005 0.12033000000000001 0.11364500000000001 0.084055000000000005 0.089395000000000016 -0.11255999999999998 0.08110500000000001 -0.08095999999999999 -0.012859999999999998 0.085215000000000013 -0.08718999999999999 0.083875000000000019 0.083785000000000012 -1.0000000180025095e-35 -0.042349999999999992 0.0041800000000000006 -0.077834999999999988 0.085825000000000012 0.022185000000000003 -0.08453999999999999 -0.050494999999999991 0.084245000000000014 0.091325000000000003 0.12592000000000003 0.05868000000000001 0.09401000000000001 -0.11592499999999999 -0.082779999999999979 0.0013750000000000001 0.11655500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 10 -7 16 13 -10 -15 18 -12 -18 19 -14 -21 -5 23 24 25 29 -26 -28 -29 -23
right_child=-2 -3 -4 21 -6 8 -8 -9 12 -11 11 -13 15 14 -16 -17 17 -19 -20 20 -22 22 -24 -25 26 -27 27 28 -30 -31
leaf_value=0.1134933498998483 -0.033195363697798359 0.032657130683461828 -0.032841601747680797 -0.042104838301356029 -0.051934502460062509 0.028992332107034224 -0.036147295630403926 0.023831346333026887 -0.014276750175616679 0.040360987644929153 -0.0092890291363000865 -0.00017210239752170605 0.021575407489758582 0.020184488666634408 0.087022842550950663 0.045056567375582682 -0.09010142325748538 -0.007252463688333096 -0.028392904359847312 -0.013797528532906951 0.017923040594210599 -0.00027653899057648347 0.0052443560772107607 0.048013328332453968 0.014515576035612161 -0.047970212181849825 -0.0073518259501135028 -0.10669942853802986 -0.031791208870708944 -0.030093582790488235
leaf_weight=24 23 21 22 26 20 29 21 35 39 26 25 74 119 62 31 27 43 22 50 172 67 1223 697 20 27 31 37 22 21 65
leaf_count=24 23 21 22 26 20 29 21 35 39 26 25 74 119 62 31 27 43 22 50 172 67 1223 697 20 27 31 37 22 21 65
internal_value=0 0.000246447 2.52498e-05 0.000261934 0.00446481 0.00576733 0.0349856 0.060304 0.00279347 -0.0109074 -0.017814 -0.0260907 0.00808532 0.0256996 0.0424639 0.00274029 -0.0474016 -0.0620602 -6.00562e-05 0.00389705 -0.00490515 -0.00145487 -0.000961682 -0.00395311 -0.00468195 -0.00286684 -0.027057 -0.0410878 -0.0701163 -0.00178128
internal_weight=0 3098 3077 3055 886 866 80 59 786 219 193 164 567 132 93 435 90 65 408 358 239 2169 2143 1446 1426 1319 107 80 43 1288
internal_count=3121 3098 3077 3055 886 866 80 59 786 219 193 164 567 132 93 435 90 65 408 358 239 2169 2143 1446 1426 1319 107 80 43 1288
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=31
num_cat=0
split_feature=158 42 3 42 160 4 12 13 157 157 131 47 12 50 52 52 1 15 42 156 16 2 15 151 0 1 11 400 51 16
split_gain=2.3648 2.25105 6.24142 5.70347 6.2913 6.18791 4.43739 4.92923 3.22223 9.26701 5.22665 4.5832 4.52864 7.9454 6.25146 6.00367 5.90914 10.9656 9.24032 7.85782 15.6666 6.97756 5.77452 5.5633 8.59041 5.55757 5.51305 4.80317 4.73003 4.69314
threshold=0.14551500000000003 0.11159000000000001 -0.082334999999999978 0.10077000000000001 -0.086154999999999995 -0.58204499999999992 0.10061500000000002 -0.088464999999999988 -0.082509999999999986 -0.082009999999999986 0.090175000000000019 0.083875000000000019 0.090840000000000018 1.0000000180025095e-35 0.0031350000000000002 0.5140450000000002 0.10638500000000002 -0.26481999999999994 -0.021469999999999996 0.091710000000000014 -0.36241499999999999 0.11389000000000002 0.11171000000000002 -0.08483499999999998 -0.14832499999999996 0.09202500000000001 0.082485000000000017 -0.07520499999999998 0.11218000000000002 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 7 -6 10 -10 11 -7 15 14 22 16 21 19 -19 20 -18 26 27 -20 -25 28 -11 -14 -15 -16
right_child=-2 2 -4 4 6 8 -8 -9 9 12 -12 -13 13 25 29 -17 17 18 23 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.049832778669893746 0.03344427822157741 0.021209531713206817 -0.017407390318375699 0.072294901874625978 0.065016692770378928 0.010504823361718377 -0.024239659577608111 0.0051872926601208751 -0.059236282772488075 -0.0033957900527161675 -0.035901029052382169 0.05747147153901018 -0.045266609667585445 0.061344837932424116 0.029226163097343924 -0.043065209183338532 -0.0048287983427102547 0.0825367648964343 -0.021914261511781 0.040858206180432309 -0.096089454305668676 -0.050898117126163211 -0.056806397425349466 0.063463091703597457 0.010420421051635776 0.0054037462126036162 -0.052813696297412005 -0.0005522735382443518 0.0055559404416098482 0.0017746253810657327
leaf_weight=25 21 53 199 21 21 215 25 40 27 1221 22 23 26 55 107 37 87 23 33 22 24 33 22 40 129 61 23 316 21 149
leaf_count=25 21 53 199 21 21 215 25 40 27 1221 22 23 26 55 107 37 87 23 33 22 24 33 22 40 129 61 23 316 21 149
internal_value=0 -0.000226558 -0.00928558 0.000575013 0.0232247 -0.00030916 0.0112425 0.0257843 0.000146691 -0.000974001 0.0107329 0.0150436 -0.000326376 0.00609075 0.00127488 -0.00323174 -0.00233031 0.00902391 0.0224797 -0.0137396 -0.0245608 -0.0055134 -0.00714613 0.0156415 0.0229749 0.0278852 -0.00430947 -0.00395161 0.0459295 0.0132485
internal_weight=0 3100 252 2848 107 2741 86 61 2716 2456 260 238 2429 757 620 1672 1635 358 225 133 111 1277 364 202 169 137 1244 342 76 256
internal_count=3121 3100 252 2848 107 2741 86 61 2716 2456 260 238 2429 757 620 1672 1635 358 225 133 111 1277 364 202 169 137 1244 342 76 256
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=31
num_cat=0
split_feature=131 2 39 0 12 132 1213 1204 2 3 391 472 4 133 11 11 4 16 11 41 1446 13 1454 12 1447 482 4 151 14 48
split_gain=2.20234 4.06339 7.52325 3.67744 3.27248 3.11058 4.69043 2.99982 8.19399 3.96953 4.70631 4.46135 4.15503 7.76846 3.83317 6.15033 3.67544 6.40956 3.44643 7.98259 3.76244 4.17686 3.89678 6.57286 4.95409 4.69668 6.30256 4.85848 7.33915 5.8446
threshold=0.095205000000000026 0.25063000000000007 0.090455000000000021 -0.10607499999999999 0.085495000000000015 0.31127000000000005 0.080955000000000013 -0.079179999999999987 0.089885000000000007 -0.23446499999999998 -0.077824999999999991 -0.082434999999999994 -0.51253999999999988 0.039215000000000007 0.10553000000000001 0.095165000000000013 -0.39518999999999993 0.26799500000000004 0.077290000000000011 0.079300000000000009 0.092750000000000013 -0.083764999999999992 0.081720000000000015 0.084100000000000022 -0.086059999999999984 0.089745000000000005 0.0082450000000000006 -0.082829999999999973 0.062655000000000016 0.10288500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -2 -5 6 -6 8 -1 11 -11 -9 13 -12 15 16 17 -14 20 -20 22 -22 24 -24 -18 27 -27 29 -29 -26
right_child=3 2 -4 4 5 -7 -8 9 -10 10 12 -13 14 -15 -16 -17 18 -19 19 -21 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.0032572459854137894 0.03691684543513335 -0.070760861047260135 0.010121493462635123 -0.025437373600222846 0.0069953076923157768 -0.029115230655297638 0.058160883411765098 -0.01890677531063557 -0.074560993188060823 0.031173612541802554 -0.055766820945349099 0.028845155164599418 0.068611615984922367 0.01639251061156392 0.043141630981117486 -0.054700704131807602 0.022930618917828875 0.00067428489238387202 0.054189768864307555 -0.010342064290875343 0.056742999418860386 0.0068208836972803236 -0.054594404711142963 -0.002090015940484591 0.014462162002901289 0.0018776198908109481 0.055921768901809568 -0.0048572355828234827 -0.053984423420361943 -0.028296795850965773
leaf_weight=83 39 23 23 33 172 20 20 25 20 46 37 90 21 25 20 21 79 41 36 41 21 83 38 64 235 71 31 1595 31 37
leaf_count=83 39 23 23 33 172 20 20 25 20 46 37 90 21 25 20 21 79 41 36 41 21 83 38 64 235 71 31 1595 31 37
internal_value=0 -0.000840476 -0.0303197 0.00839588 0.00385581 0.00841559 0.0123251 -0.000354613 -0.0171026 0.000287145 -0.000525281 0.0184643 -0.00110231 -0.0266703 -0.000459219 -0.000815872 -0.000349048 0.0236853 -0.000979924 0.0198287 -0.00168113 0.0169013 -0.00256723 -0.0216505 -0.00163097 -0.00260115 0.0183028 -0.00372454 -0.00579385 0.00864569
internal_weight=0 2837 46 284 245 212 192 2791 103 2688 2573 115 2527 62 2465 2445 2424 62 2362 77 2285 104 2181 102 2079 2000 102 1898 1626 272
internal_count=3121 2837 46 284 245 212 192 2791 103 2688 2573 115 2527 62 2465 2445 2424 62 2362 77 2285 104 2181 102 2079 2000 102 1898 1626 272
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=31
num_cat=0
split_feature=3 295 96 12 9 33 445 148 148 1 0 16 455 1 484 403 132 42 0 15 51 48 42 1453 4 2 1444 15 51 11
split_gain=2.14337 2.48621 4.24973 2.62945 3.05086 8.03103 3.2043 3.35141 2.36051 2.7254 7.40163 5.0557 4.87359 4.85559 10.8406 6.88025 4.82558 5.40715 6.39517 4.01956 12.5047 10.1976 12.6714 9.98225 10.9676 8.74067 6.98475 6.28761 6.10922 12.3903
threshold=0.63141500000000017 0.084710000000000021 0.086715000000000014 -0.26532499999999998 0.094575000000000006 0.082285000000000011 -1.0000000180025095e-35 -0.12018999999999998 0.093475000000000016 0.10638500000000002 -0.18901999999999997 -0.50690499999999983 0.092985000000000012 0.095285000000000022 -0.020124999999999994 -0.0059799999999999992 0.092880000000000004 -0.027559999999999998 0.030935000000000004 -0.079249999999999987 -0.085384999999999989 0.091545000000000015 0.084635000000000016 -0.064249999999999988 -0.082594999999999988 0.08734500000000002 -0.081839999999999982 0.090750000000000011 -0.070119999999999974 0.082485000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 9 12 11 -11 13 19 -15 -16 17 -12 -19 20 25 23 -23 24 -21 -9 -25 -26 -28 -30
right_child=-2 -3 -4 4 -6 -7 7 8 -10 10 16 -13 -14 14 15 -17 -18 18 -20 21 -22 22 -24 26 27 -27 28 -29 29 -31
leaf_value=0.034723330373791134 -0.030414313569907911 0.032286630058661107 -0.045970581844449049 0.037104758571671406 -0.029326798846679075 0.060566169506108214 -0.039250277744775471 0.005199097455867256 -0.033480203524231915 0.014580251689514387 0.038483828798764282 0.083326036594808112 0.047933375509455804 0.048768408906956516 -0.070318214505767598 -0.015520966449816388 -0.038680741602841483 -0.0033556380577869378 0.033759026649339059 0.020620832731947304 0.00068320740503472616 -0.0072237977280134444 -0.10126562526692516 0.05788385726156689 -0.10624304051426324 0.070097288717420742 -0.014179989963123764 -0.028771713548339906 0.0041134915668412748 -0.071616531273519454
leaf_weight=22 23 24 20 23 35 22 22 36 21 23 45 20 20 24 26 193 26 331 54 20 436 38 23 21 22 49 258 20 1202 22
leaf_count=22 23 24 20 23 35 22 22 36 21 23 45 20 20 24 26 193 26 331 54 20 436 38 23 21 22 49 258 20 1202 22
internal_value=0 0.0002258 -2.4512e-05 0.000276379 2.64342e-05 0.000369231 -7.59225e-05 -0.000365609 -7.36425e-05 0.000167519 0.00689421 0.046555 -0.00122527 -0.00163664 -0.0150345 -0.0220266 0.00315426 0.00568382 0.00185006 -0.000120255 0.00752363 -0.0025695 -0.0426822 -0.001006 -0.0403285 0.042611 0.000616086 -0.0693519 -0.000195401 0.00275233
internal_weight=0 3098 3074 3054 3032 2997 2975 2952 2930 2909 499 43 2410 2390 243 219 456 430 385 2147 521 1626 61 1565 62 85 1503 42 1482 1224
internal_count=3121 3098 3074 3054 3032 2997 2975 2952 2930 2909 499 43 2410 2390 243 219 456 430 385 2147 521 1626 61 1565 62 85 1503 42 1482 1224
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=31
num_cat=0
split_feature=146 9 31 11 45 50 1 40 0 13 0 1 1 147 13 1213 1 12 12 16 3 12 0 12 133 159 13 42 43 13
split_gain=2.28392 2.44984 3.12361 3.00481 4.40754 6.29876 4.01782 4.73644 6.96405 6.43077 4.7503 3.57041 4.28451 4.59214 4.04206 7.37476 5.66075 21.6928 8.35887 4.96098 4.89127 4.46937 4.20611 4.23632 6.2563 5.47851 5.84202 5.27225 9.40972 5.75374
threshold=0.085195000000000007 0.099965000000000012 -0.086064999999999989 -0.072629999999999986 0.084355000000000013 0.122715 0.15471500000000002 0.0064400000000000004 -0.08824499999999999 0.40528500000000006 0.16094000000000003 0.13869000000000004 0.13021500000000003 0.097985000000000017 0.0049450000000000006 0.085435000000000025 0.086105000000000015 0.085885000000000017 0.086095000000000019 0.22339500000000004 -0.11255999999999998 0.090345000000000023 0.10455500000000001 0.091085000000000013 0.088820000000000024 0.11361500000000001 -0.080344999999999986 -0.086739999999999998 -0.11008499999999999 -0.066634999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 9 -9 10 11 12 13 14 22 16 17 -16 -18 21 -20 -19 23 24 25 -5 -27 -25 -29 -30
right_child=-2 -3 3 4 5 -7 -8 8 -10 -11 -12 -13 -14 -15 15 -17 18 19 20 -21 -22 -23 -24 27 -26 26 -28 28 29 -31
leaf_value=0.033906038781559032 0.027932778643123036 -0.026196259725838902 -0.038891028799116614 0.0022929337786193036 0.072862964011728759 -0.0031230010557919742 0.031839656619060984 0.0052212141081690797 -0.070193020331983769 0.05118516626146933 0.03529969410349925 -0.025597902073256545 0.024053660159766236 -0.047942500880786353 0.082194779035635296 -0.069198685958981515 -0.073543345555663109 -0.039446842889966714 0.002920250790741514 -0.047025465772583569 -0.036749154120227515 0.003860649413254578 -0.037814158460657513 0.040592360925739229 -0.016754399620090479 -0.060608626715838915 0.0077284029600295156 -0.057260546833276749 0.016210645769412318 -0.0039764157539256949
leaf_weight=27 29 36 20 1278 20 24 38 25 24 24 36 59 68 21 30 20 26 28 85 29 49 160 28 46 233 29 22 23 345 239
leaf_count=27 29 36 20 1278 20 24 38 25 24 24 36 59 68 21 30 20 26 28 85 29 49 160 28 46 233 29 22 23 345 239
internal_value=0 -0.000261983 4.35258e-05 -0.000258319 -1.53792e-06 0.0314161 -0.000467769 -0.000887203 -0.0317164 -0.000362314 -0.00079579 -0.00125691 -0.000736389 -0.00136282 -0.000996462 -0.00991403 -0.00700078 0.00249108 -0.0216538 -0.00852786 -0.0115857 -0.0025894 0.000701176 0.00118805 -0.00163958 0.00101034 -0.0311299 0.00795186 0.00547828 0.00794916
internal_weight=0 3092 3056 3029 3009 44 2965 2927 49 2878 2854 2818 2759 2691 2670 427 407 247 160 217 134 188 2243 2215 1562 1329 51 653 607 584
internal_count=3121 3092 3056 3029 3009 44 2965 2927 49 2878 2854 2818 2759 2691 2670 427 407 247 160 217 134 188 2243 2215 1562 1329 51 653 607 584
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=31
num_cat=0
split_feature=1 454 146 45 160 151 133 160 151 0 1453 96 376 10 1 49 1443 15 124 123 1 43 1 1 484 2 13 151 159 13
split_gain=2.06786 2.02574 2.4223 2.76171 2.57805 6.7063 4.55969 3.37946 3.31367 4.61441 3.36101 2.83699 3.08202 3.01709 3.52728 4.14055 6.22399 3.58805 9.21441 3.53814 5.43575 3.46855 3.73843 5.07679 3.145 5.72066 5.97217 5.40534 5.79416 4.84257
threshold=0.16773500000000005 0.091435000000000016 0.085195000000000007 0.10526500000000001 0.08733500000000001 -0.091874999999999984 0.09389500000000002 0.085755000000000012 0.015440000000000001 -0.14920999999999998 -0.044999999999999991 0.086715000000000014 0.087615000000000012 0.10223 0.14804000000000003 -0.23803499999999997 0.090755000000000016 -0.26481999999999994 -0.076164999999999983 0.085215000000000013 0.095025000000000012 0.084740000000000024 0.13408500000000004 0.11551000000000002 0.091180000000000011 0.095545000000000005 -0.085384999999999975 -0.15340499999999999 0.13642500000000002 -0.081829999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 8 11 9 -7 -11 12 13 14 15 -1 17 18 -17 24 -21 22 23 -20 27 26 -26 -19 -29 -28
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 10 -12 -13 -14 -15 -16 16 -18 19 21 20 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.041280446914227116 -0.029873808198001076 -0.029345402485974462 0.030836656116522278 0.032635838781984956 0.05702416734196819 0.051113861952243114 -0.026904120655139776 -0.040143806639720093 -0.022263886829217275 -0.023089845503369968 0.013199094981935465 -0.031368362779418631 0.024936268234902876 -0.032976270903801098 0.032453231571707875 -0.073193241516128188 -0.049096229748317489 -0.031377854297663703 -0.0012761649158265856 -0.018191550457850099 0.045930682600308692 0.031037746488370679 0.020629385918644924 -0.066833831582750594 0.03995518527559138 0.046503300296190458 -0.051052058829615513 -0.00011988481415502165 -0.048548525184392927 0.0047898818569427192
leaf_weight=23 23 23 26 26 26 28 41 22 30 30 171 30 47 29 32 24 27 59 27 20 39 22 21 21 28 39 24 2094 25 44
leaf_count=23 23 23 26 26 26 28 41 22 30 30 171 30 47 29 32 24 27 59 27 20 39 22 21 21 28 39 24 2094 25 44
internal_value=0 0.000221787 0.00044294 0.000183761 -9.535e-05 0.00830424 0.00408184 -0.00111065 0.00898696 0.013081 0.00778284 -0.00078963 -0.000442801 -0.00090193 -0.000539861 -0.000956013 -0.00134242 -0.000823988 -0.0180744 1.23523e-05 0.0241943 -0.00353758 -0.0145616 -0.0299576 -0.000604482 0.0142065 0.00108594 -0.00152252 -0.000691247 -0.014919
internal_weight=0 3098 3075 3049 3023 326 300 2697 259 229 201 2675 2645 2598 2569 2537 2514 2487 115 2372 59 91 69 48 2313 135 96 2178 2119 68
internal_count=3121 3098 3075 3049 3023 326 300 2697 259 229 201 2675 2645 2598 2569 2537 2514 2487 115 2372 59 91 69 48 2313 135 96 2178 2119 68
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=31
num_cat=0
split_feature=1428 1429 156 475 1455 50 3 160 15 4 4 1446 1446 14 96 105 48 50 96 9 0 3 42 13 2 156 4 151 157 43
split_gain=2.01587 3.85539 3.95619 2.50423 2.69841 2.60174 8.25731 6.2366 4.1529 3.83983 5.28746 3.5855 3.26737 2.97962 3.88758 4.28411 3.82518 3.52608 3.46115 9.75448 4.33658 6.37903 5.98482 7.22854 6.4154 4.97687 9.10171 5.09333 5.48003 10.7578
threshold=-0.094129999999999978 -0.092414999999999983 0.095075000000000007 0.068270000000000011 0.11922500000000001 0.11875500000000001 -0.042499999999999989 -1.0000000180025095e-35 -0.087894999999999987 -0.013514999999999998 -0.025314999999999994 0.11483500000000001 0.097670000000000021 -0.47013499999999991 0.087655000000000025 0.080965000000000023 -0.16891999999999999 0.11700000000000001 0.083725000000000008 -1.0000000180025095e-35 -0.014954999999999998 0.11658 0.079510000000000011 0.11217000000000001 0.098630000000000009 0.088610000000000008 -0.082769999999999982 -0.081519999999999981 -0.06588999999999999 -0.066504999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 11 8 -8 -7 10 -10 12 13 -3 15 16 -15 18 19 -18 25 22 23 24 -22 -21 -27 -28 29 -29
right_child=1 3 -4 -5 -6 6 7 -9 9 -11 -12 -13 -14 14 -16 -17 17 -19 -20 20 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.029495833602571943 0.057011486744158901 0.030716448625729934 -0.0024217525497078896 0.023752691323847275 0.034342304620341484 0.040794039561989764 -0.015177650531025037 -0.091531230136752129 -0.015069666051215702 -0.028828926550898151 0.050880001112818721 -0.033385379589162767 0.030210876816676724 -0.041087575062461523 -0.043321904327188222 0.044861947319337299 -0.063015302903950215 0.03973836939443242 0.033310225668052834 -0.00026453120953933638 0.031364282119708757 0.063745258748531347 0.03377087535036187 -0.047999362223621077 -0.01263775585244435 -0.081263074707239868 0.03384200524862694 -0.0064989516737114176 -0.0008592528541123978 -0.099990710802376273
leaf_weight=23 24 31 21 43 22 21 23 20 31 47 20 32 36 23 21 21 25 22 30 2162 60 22 62 29 74 20 23 32 81 20
leaf_count=23 24 31 21 43 22 21 23 20 31 47 20 32 36 23 21 21 25 22 30 2162 60 22 62 29 74 20 23 32 81 20
internal_value=0 0.000218981 0.029276 -0.000209307 -0.000551621 -0.000808538 -0.0131331 -0.0506909 0.000438283 -0.00820938 0.0107929 -0.000102037 0.000279161 -0.000111536 -0.000461982 -0.000129366 -0.000481254 -0.00013041 -0.00046265 -0.000850844 -0.00024964 0.0123517 0.00732656 -0.00273202 0.00706465 -0.00158092 -0.0177516 -0.00960906 -0.0171232 -0.0424573
internal_weight=0 3098 45 3053 3010 2988 162 43 119 98 51 2826 2794 2758 2727 2706 2685 2662 2640 2610 2585 247 225 163 134 2338 176 156 133 52
internal_count=3121 3098 45 3053 3010 2988 162 43 119 98 51 2826 2794 2758 2727 2706 2685 2662 2640 2610 2585 247 225 163 134 2338 176 156 133 52
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=31
num_cat=0
split_feature=123 13 3 39 1 43 33 33 10 10 123 123 4 41 41 15 52 42 11 4 2 39 43 0 393 49 1 49 481 158
split_gain=1.99063 2.87733 4.55515 3.5658 4.02653 4.6033 2.81681 3.50275 4.68554 6.05715 3.01587 3.49157 3.94649 2.83672 7.36472 5.4706 6.05838 4.20698 4.16174 3.48879 3.28916 3.01004 7.53336 4.55334 2.99069 3.15511 6.79789 5.16044 4.01874 3.96759
threshold=0.086445000000000008 0.021350000000000004 -0.015584999999999998 0.096625000000000016 0.095025000000000012 -0.069134999999999988 0.089160000000000003 0.078905000000000017 -0.013164999999999998 -0.39453499999999991 0.085110000000000005 0.083855000000000013 -0.58204499999999992 0.075585000000000013 0.07882500000000002 -0.18895499999999996 -0.07278999999999998 -0.14148999999999998 0.074925000000000005 -0.012509999999999999 0.088930000000000023 0.091820000000000013 -0.075574999999999989 0.16094000000000003 0.11213000000000002 0.036705000000000008 0.14754500000000001 0.10000000000000002 0.0028200000000000005 0.13374000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 -6 7 8 9 -1 11 12 -10 17 -15 -16 -17 19 -18 20 -14 23 -23 24 25 26 28 -27 29 -19
right_child=1 -3 3 -5 5 -7 -8 -9 10 -11 -12 -13 13 14 15 16 18 21 -20 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0040936145084825432 0.042216000807556241 -0.024494518339633942 -0.025374495879514142 -0.028204548474045271 0.0055322762257197788 0.059729526763781904 -0.032772195973881972 0.039427639899606057 -0.043438322026105154 -0.070112196152860476 -0.038821286866441373 0.031092044731809033 0.018341771590503608 0.070222070766612896 0.050619082826943634 0.041498556059031265 0.0083409369953217054 -0.0056307399369770013 -0.039964217107210848 -0.0027436475249681068 0.066760812620632354 -0.073802182972431185 -4.0683899488714012e-05 0.038455776606911213 0.02720368364825845 0.016638602558217891 0.05293210068983692 -0.0041825625385313323 0.022357826202430511 0.033712364109949426
leaf_weight=22 44 21 20 26 42 25 27 22 21 22 20 36 47 20 21 21 31 1813 42 47 20 20 45 29 36 221 21 258 55 26
leaf_count=22 44 21 20 26 42 25 27 22 21 22 20 36 47 20 21 21 31 1813 42 47 20 20 45 29 36 221 21 258 55 26
internal_value=0 0.0102691 0.014919 0.00429014 0.0140012 0.0257551 -0.000621103 -0.000323407 -0.000625592 -0.0330093 -0.000125633 0.000147834 -0.000250874 7.61854e-05 0.0142147 0.00447428 -0.00583466 -0.000647355 -0.0194511 0.0181432 0.0327952 -0.00149606 -0.0227365 -0.000934598 -0.00140469 -0.00183489 -0.00365053 0.00542386 -0.00427789 -0.0050745
internal_weight=0 178 157 113 87 67 2943 2916 2894 44 2850 2830 2794 2773 135 115 94 2638 73 114 67 2524 65 2459 2430 2394 1915 479 1894 1839
internal_count=3121 178 157 113 87 67 2943 2916 2894 44 2850 2830 2794 2773 135 115 94 2638 73 114 67 2524 65 2459 2430 2394 1915 479 1894 1839
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=31
num_cat=0
split_feature=131 2 49 0 1 51 4 13 1 13 1427 12 46 3 15 3 48 49 147 147 52 8 52 1426 51 43 49 129 480 41
split_gain=1.97871 3.34037 6.38227 3.19568 2.91665 4.5281 3.46536 2.78415 4.21211 3.65022 2.80931 4.66386 2.76395 2.9162 7.26208 5.76732 5.20123 4.36951 3.51355 6.16162 4.19654 3.61078 5.02887 3.81115 4.47501 4.3247 5.79962 4.54867 4.24825 4.16171
threshold=0.095205000000000026 0.25063000000000007 -0.048674999999999989 -0.10607499999999999 0.13501500000000002 -0.083574999999999997 0.0052350000000000009 -0.52014499999999986 0.12577000000000002 -0.42195999999999995 0.086130000000000012 0.087005000000000013 -0.043074999999999995 0.11924500000000002 -0.018314999999999994 0.13524500000000003 0.10493500000000001 0.27293500000000009 0.096265000000000003 0.089365000000000014 -0.029369999999999997 1.0000000180025095e-35 -0.015539999999999998 -0.061919999999999996 -0.09193999999999998 0.0016850000000000001 -0.0097999999999999979 -0.078929999999999986 0.12450000000000001 0.07677500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -2 5 -5 -7 8 -1 -9 12 -12 -11 17 15 -15 -17 18 19 21 -21 23 -23 24 -14 27 -27 -25 -29 -28
right_child=3 2 -4 4 -6 6 -8 9 -10 10 11 -13 13 14 -16 16 -18 -19 -20 20 -22 22 -24 25 -26 26 29 28 -30 -31
leaf_value=-0.056435558064417406 0.034545431726683791 0.013116662944888786 -0.061663591563701631 0.041197406906973238 -0.032870174443814903 0.0059305718304205907 -0.036247722838412634 0.033119486311845713 0.0030172274949458932 0.035253895943363506 0.056258850018291374 0.00201635220836775 -0.063637201629933859 0.038618561119074003 -0.063290089555084708 0.0014353710226714612 -0.061021984815597535 0.039540432055515273 0.03497000485658646 -0.0091357098384336997 -0.07242702014744283 -0.0063027615286409856 0.064611784291919314 0.036304410375856071 -0.0025702643777809238 -0.061889807358384133 -0.010261391753756795 0.00037863069467926797 0.04672208543866873 0.020645308403336272
leaf_weight=22 39 21 25 33 20 170 22 33 26 21 23 51 21 24 26 40 20 27 27 22 20 20 20 37 28 20 393 1801 20 49
leaf_count=22 39 21 25 33 20 170 22 33 26 21 23 51 21 24 26 40 20 27 27 22 20 20 20 37 28 20 393 1801 20 49
internal_value=0 -0.000796662 -0.0275248 0.0079582 0.00372595 0.00697894 0.00109764 -0.000356141 -0.024232 6.16639e-05 -0.000340885 0.0188755 -0.000880344 -0.00117052 -0.0171066 -0.00281166 -0.0193837 -0.000470737 -0.000906694 -0.00130191 -0.0392744 -0.000639872 0.0291545 -0.00114294 -0.0287418 -0.000560036 -0.0092184 0.00159291 0.00088762 -0.00683508
internal_weight=0 2837 46 284 245 225 192 2791 48 2743 2710 74 2636 2615 110 84 60 2505 2478 2451 42 2409 40 2369 49 2320 462 1858 1821 442
internal_count=3121 2837 46 284 245 225 192 2791 48 2743 2710 74 2636 2615 110 84 60 2505 2478 2451 42 2409 40 2369 49 2320 462 1858 1821 442
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=31
num_cat=0
split_feature=3 295 96 122 374 475 475 484 133 1209 13 16 156 14 14 148 2 456 400 147 15 131 457 133 3 13 130 1452 3 42
split_gain=1.97904 1.96286 2.49508 2.26595 2.73883 1.9525 5.42158 9.27048 3.88251 3.67514 4.17582 4.04058 3.3888 3.1006 3.88223 3.53987 4.02509 5.60229 5.67296 5.83068 5.3515 5.08354 4.59935 4.28489 7.10044 7.33357 5.65293 3.65912 3.94491 6.03844
threshold=0.63141500000000017 0.084710000000000021 0.086715000000000014 1.0000000180025095e-35 0.091075000000000017 -0.085684999999999997 -0.088274999999999978 0.073690000000000019 0.086990000000000012 0.082105000000000011 -0.52014499999999986 -0.037154999999999994 0.085790000000000019 0.10189000000000002 0.086645000000000014 0.10090000000000002 0.095040000000000013 0.096760000000000013 -0.07520499999999998 0.092070000000000013 0.15110000000000004 0.12193000000000001 -0.088349999999999984 -0.071719999999999992 0.10299500000000002 -0.14179999999999995 -0.081379999999999994 0.10204000000000001 -0.073884999999999992 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 12 10 -7 -11 -8 14 15 16 21 18 -18 20 22 23 -20 26 25 -25 -12 28 29 -24
right_child=-2 -3 -4 -5 -6 9 8 -9 -10 11 13 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0096482190907480996 -0.0292251931908338 0.02870418333914131 -0.035210895538330081 0.033774375896900896 0.033651426744957767 -0.038354625697097473 0.02397650592029095 -0.064870953653007754 -0.0016015695141894477 0.0074227996744079192 -0.047657964099198584 0.054011002324876337 0.080851506348699337 -0.039705374286997885 0.041696660761677086 0.038465480506420138 -0.04533432493494316 -0.048729677218943834 0.047327169116873014 0.04492197467668637 -0.035749906871933489 0.038298149857049185 -0.00084658666773607713 -0.063139730011639389 -0.063276573501365341 -0.0061404770777397852 0.007012916780638926 0.040021387979920421 -0.0032364216966883756 0.027088334929264553
leaf_weight=101 23 24 20 20 24 31 22 20 21 164 20 21 20 21 21 22 22 20 26 37 32 27 173 23 23 1214 348 28 413 140
leaf_count=101 23 24 20 20 24 31 22 20 21 164 20 21 20 21 21 22 22 20 26 37 32 27 173 23 23 1214 348 28 413 140
internal_value=0 0.000216972 -5.43946e-06 0.000225114 3.9583e-06 -0.000264327 0.00971702 -0.002669 0.033506 -0.00091421 -0.00186866 0.0127112 0.0510598 -0.0014353 -0.00112488 -0.00147506 -0.00182018 0.00359881 0.00480038 0.00609951 0.00433051 -0.0047376 0.00597483 -0.00545134 -0.0082239 -0.00720029 0.00404167 0.00454889 0.00318081 0.0116483
internal_weight=0 3098 3074 3054 3034 3010 184 121 63 2826 2641 185 42 2610 2589 2568 2546 891 871 849 812 1655 780 1628 1260 1237 368 754 726 313
internal_count=3121 3098 3074 3054 3034 3010 184 121 63 2826 2641 185 42 2610 2589 2568 2546 891 871 849 812 1655 780 1628 1260 1237 368 754 726 313
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=31
num_cat=0
split_feature=104 2 1373 457 48 150 15 150 8 15 2 0 14 0 1 150 11 2 3 2 41 43 1 150 130 16 43 12 484 47
split_gain=1.95215 4.55459 1.81756 3.12581 3.42835 3.19047 4.57271 3.90509 3.9353 2.96735 2.88858 2.64935 5.67165 6.02059 15.3991 6.98337 9.17614 6.86029 5.90702 7.66313 5.88512 4.91505 5.03027 4.6905 4.72848 6.91249 3.69243 3.32055 3.64452 3.50162
threshold=0.089050000000000004 0.31765000000000004 -1.0000000180025095e-35 0.29113500000000009 0.16377500000000003 0.11819500000000001 -0.026084999999999994 0.11117000000000002 0.08573500000000002 -0.41942499999999994 -0.090999999999999984 -0.13455999999999999 0.018475000000000002 -0.14226499999999997 0.111945 0.089910000000000018 1.0000000180025095e-35 0.086100000000000024 0.11924500000000002 0.11144000000000001 0.07882500000000002 -0.080554999999999974 0.094825000000000007 -0.096234999999999987 -0.072444999999999982 -0.013024999999999998 -0.52440999999999993 -0.040564999999999997 0.073690000000000019 0.11227500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 8 10 -10 -4 12 13 15 -15 16 17 -12 19 21 -14 -19 -23 -13 25 -25 -26 28 -28 -29
right_child=-2 -3 3 -5 -6 6 -8 -9 9 -11 11 23 20 14 -16 -17 -18 18 -20 -21 -22 22 -24 24 26 -27 27 29 -30 -31
leaf_value=0.026430943708580276 0.030386493621127948 -0.047772650346159934 -0.028869971344506164 -0.039525042697787283 0.040403377344565734 0.042111930852046328 -0.0076315210680618431 -0.032944061964548924 0.0027834728360176088 0.053048213291913275 0.039243885021035874 0.04786317646503449 0.030770978755241291 -0.1147003360837698 0.00018745588895399126 -0.06210105126215653 0.056678107866774435 0.012941981934838826 -0.052443107335191023 0.036484956045945489 -0.026046989800838322 -0.017343753046895328 -0.079302560407668365 0.0074435535570802659 -0.03962205831582348 0.066541987836360936 0.017342810938403959 -0.00048215675436568789 -0.023504147793166341 -0.020331142391128248
leaf_weight=26 21 20 36 20 21 42 33 37 23 24 24 21 61 20 28 22 23 27 38 30 26 38 20 95 24 25 173 2005 25 93
leaf_count=26 21 20 36 20 21 42 33 37 23 24 24 21 61 20 28 22 23 27 38 30 26 38 20 95 24 25 173 2005 25 93
internal_value=0 -0.000205844 0.000103031 -0.000121109 0.00013864 -0.000141997 0.0202248 -0.000661912 -0.000250179 0.0284506 -0.000722826 -0.000363246 -0.00841371 -0.0155685 -0.0476825 -0.00862497 -0.0027426 -0.0104639 -0.0182612 -0.00696636 0.0137909 -0.0223021 -0.0387089 0.000804578 0.000399566 0.0197557 -0.000601615 -0.000193736 0.0121854 -0.00136202
internal_weight=0 3100 3080 3054 3034 3013 75 2938 2901 47 2854 2818 357 270 48 222 200 177 153 115 87 85 58 2461 2440 120 2320 2296 198 2098
internal_count=3121 3100 3080 3054 3034 3013 75 2938 2901 47 2854 2818 357 270 48 222 200 177 153 115 87 85 58 2461 2440 120 2320 2296 198 2098
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=31
num_cat=0
split_feature=11 104 9 33 30 97 445 48 1374 1373 1373 474 148 149 16 43 160 4 52 484 1456 1428 160 43 0 42 160 42 484 52
split_gain=1.82542 2.4668 1.90718 4.03761 2.91682 7.85731 2.28293 2.39683 2.86977 2.68603 3.1742 4.07286 2.0615 3.13947 8.09882 3.91584 2.76654 6.66909 5.50163 5.16338 3.81754 3.32787 3.03986 2.75331 4.10428 3.44706 2.93632 4.0502 2.89813 4.25768
threshold=-0.072629999999999986 0.089050000000000004 0.099965000000000012 0.086945000000000008 0.088655000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.15068000000000001 0.11006000000000002 0.09012000000000002 0.078175000000000008 0.083855000000000013 0.093475000000000016 0.07770500000000001 -0.0024749999999999993 -0.54673999999999989 -0.089549999999999991 -0.39518999999999993 0.5140450000000002 -0.077099999999999988 0.083690000000000014 -0.066124999999999989 -0.086829999999999977 0.0061450000000000003 -0.077429999999999985 0.10502000000000002 -0.54200499999999985 0.089015000000000025 0.058970000000000009 0.42957000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 9 10 12 -12 13 15 -15 -8 17 -17 21 20 -19 -18 -23 25 -25 26 27 -21 29 -28
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 11 -13 -14 14 -16 16 18 19 -20 23 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.029383637995592189 -0.057374429462167122 0.035205339193344114 -0.02291016153370341 0.04198223668272081 0.030950656111041704 0.031457193616939626 -0.044675416536629202 -0.031643667675477147 0.036068581281737851 -0.036705820981878794 0.058534820617309635 -0.0030343197349628264 -0.031555810694893202 -0.004590937003140917 0.074391828111838559 0.061991086198637885 -0.033716310534415948 0.0030069465376436713 -0.051424504522318872 -0.0010894947889737965 0.06111937310869018 -0.028401310796825553 -0.0002368603114894266 0.0053982679547819627 -0.055137161236433752 0.041759079288352624 -0.031500416158604015 0.048249702344349193 0.0055243068270815106 0.010182870660393842
leaf_weight=21 24 20 36 23 30 23 20 24 22 20 21 22 21 37 20 21 31 20 22 41 26 39 2205 24 21 22 69 28 130 38
leaf_count=21 24 20 36 23 30 23 20 24 22 20 21 22 21 37 20 21 31 20 22 41 26 39 2205 24 21 22 69 28 130 38
internal_value=0 0.00019905 -2.82631e-05 0.000242351 -7.54307e-05 -0.000386625 7.4348e-05 -0.00017083 8.78504e-05 -0.000185295 6.84958e-05 0.0270343 -0.00034051 -0.00010756 0.0231223 -0.000587829 -0.000265669 0.00699849 -0.00165715 0.0042423 0.0358531 -0.00117588 -0.000726349 0.000343915 -0.0228516 0.00352623 0.00077746 0.0189322 -0.0045081 -0.016697
internal_weight=0 3100 3080 3044 3021 2991 2967 2944 2920 2898 2878 43 2835 2814 57 2757 2737 440 2297 419 46 2275 2244 373 45 328 306 69 237 107
internal_count=3121 3100 3080 3044 3021 2991 2967 2944 2920 2898 2878 43 2835 2814 57 2757 2737 440 2297 419 46 2275 2244 373 45 328 306 69 237 107
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=31
num_cat=0
split_feature=454 146 151 43 49 120 3 132 3 3 15 150 160 42 43 455 150 48 48 52 52 47 1 39 50 15 15 3 157 16
split_gain=1.87227 2.15005 1.98355 3.42785 2.65114 1.80954 2.35352 7.59168 3.42315 4.74749 3.64642 2.87207 2.66493 8.36502 4.25458 2.44939 2.55399 3.16471 2.33761 3.88155 4.58716 4.35884 7.27579 7.01121 3.76971 4.79004 6.80645 10.7944 4.37589 5.1541
threshold=0.091435000000000016 0.085195000000000007 -0.46784999999999993 -0.084794999999999995 0.15665000000000004 0.088020000000000015 0.32202000000000003 0.10613500000000002 0.12745000000000004 0.11658 -0.072289999999999979 0.13361500000000004 -0.55323499999999981 0.087550000000000017 -0.54673999999999989 0.092985000000000012 0.11770000000000001 -0.090764999999999985 0.089350000000000013 0.13796000000000003 0.084240000000000023 0.09550500000000002 0.089875000000000024 0.087015000000000009 1.0000000180025095e-35 -0.091964999999999977 -0.097454999999999986 -0.045649999999999989 -0.077849999999999989 -0.4179199999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 -8 9 11 -10 12 13 -4 -14 16 17 -16 24 20 21 22 -20 -24 25 26 28 -28 -19 -30
right_child=-2 -3 4 -5 -6 -7 7 -9 10 -11 -12 -13 14 -15 15 -17 -18 18 19 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.051732569988816979 -0.028425909902738491 0.028846750121850236 -0.072185073420405393 -0.0028888224947473244 -0.026252009557225765 0.02402485544162412 -0.044939645388651465 0.023816597519012599 0.00015021200998927708 -0.041460300130503523 0.037825520880216242 0.033665440656943248 0.044841602054380238 0.017172599524598233 -0.037238234796804257 0.028066519415006042 -0.027502666435071401 0.036847721483735815 -0.00042581988015785022 -0.019512749560242303 0.048375014774501325 -0.01238888399804839 0.070620092377066609 0.0015810482669621707 0.0066279606903496546 -0.00070813937864769912 -0.0819222097613794 -0.00033234834911361817 0.0071444310398414883 -0.02210105984356835
leaf_weight=20 23 26 20 27 39 31 42 26 54 28 49 25 21 22 23 30 35 21 92 43 32 72 38 24 497 1443 34 31 99 154
leaf_count=20 23 26 20 27 39 31 42 26 54 28 49 25 21 22 23 30 35 21 92 43 32 72 38 24 497 1443 34 31 99 154
internal_value=0 0.000211038 -3.13215e-05 0.0203543 -0.000348057 -9.72686e-06 -0.000261866 -0.0186505 0.000171257 -0.000491072 0.0180734 -7.48385e-05 -0.000383702 -0.0253787 6.6989e-06 -0.0003462 -0.000669316 -0.000308514 2.07042e-05 0.00830328 0.0129393 0.00792183 0.0174177 0.0438953 -0.00107322 -0.00322108 -0.0139178 -0.0430101 -0.00701629 -0.0106572
internal_weight=0 3098 3072 47 3025 2986 2955 68 2887 2784 103 2756 2731 42 2689 2668 2638 2603 2580 301 258 226 154 62 2279 1782 339 65 274 253
internal_count=3121 3098 3072 47 3025 2986 2955 68 2887 2784 103 2756 2731 42 2689 2668 2638 2603 2580 301 258 226 154 62 2279 1782 339 65 274 253
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=31
num_cat=0
split_feature=1 16 457 14 15 12 12 2 43 133 49 15 42 160 1209 3 52 12 0 51 128 43 123 2 14 49 34 147 0 156
split_gain=1.68928 1.71247 4.57295 3.93404 4.82198 6.33108 7.75752 8.47001 6.58112 6.26306 5.90982 5.15154 6.94708 3.66027 3.02 4.67848 3.09819 7.31234 4.70861 7.1814 4.07549 4.45927 3.52858 6.66683 4.2727 4.14388 3.90165 3.83049 3.61756 5.08913
threshold=0.16773500000000005 -0.085254999999999984 0.26807500000000006 -0.10708499999999999 -0.037864999999999989 0.090840000000000018 0.080890000000000017 0.087675000000000017 0.016310000000000002 0.017095000000000003 -0.043469999999999995 0.09116500000000001 0.080840000000000009 -0.55323499999999981 -0.069599999999999981 -0.082484999999999989 0.5140450000000002 0.091545000000000015 -0.17169499999999996 -0.091239999999999974 0.11170500000000001 0.26746000000000009 0.084475000000000008 0.10559 0.018475000000000002 -0.079429999999999987 -0.080814999999999984 0.093615000000000018 -0.11437499999999999 0.013700000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 -1 -5 6 10 9 -9 -8 -6 12 -7 -3 15 -15 18 -18 19 -16 22 -22 24 25 26 -24 -20 28 29 -28
right_child=-2 2 -4 4 5 11 7 8 -10 -11 -12 -13 -14 14 16 -17 17 -19 20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.036000844126101585 -0.027001078297262605 -0.039026077965274457 -0.049047370813786989 -0.0039686311286929133 -0.00066464948985311728 0.023921611249960704 0.011078069355671093 -0.013432573906790752 -0.08398772869259119 -0.042999042933418725 0.06086641160418859 0.010792180223922644 0.10053157413378358 0.0025855748390313238 -0.0069552112021483486 -0.054523475668751278 -0.071423066258430479 0.0052061128119627632 -0.033781919447761592 0.070404315864046427 -0.064960859026759868 0.0018169218301773073 0.018696780233033772 -0.0073045774474740036 -0.03911993523527469 0.075535250726439393 -0.0043786158138747391 0.043380925183494887 0.0013701426673790472 -0.064606150500476356
leaf_weight=36 23 25 20 546 27 29 199 39 20 24 37 56 20 32 24 26 20 33 33 24 20 20 29 50 28 23 47 21 1570 20
leaf_count=36 23 25 20 546 27 29 199 39 20 24 37 56 20 32 24 26 20 33 33 24 20 20 29 50 28 23 47 21 1570 20
internal_value=0 0.00020046 -0.00146242 0.00352461 0.00235195 0.0100039 0.00347701 -0.00365626 -0.0373496 0.00525811 0.034908 0.0315116 0.055191 -0.000997042 -0.000526386 -0.023015 0.000138416 -0.0237106 0.000800541 0.0317246 2.93053e-06 -0.031572 0.000696503 0.0187675 -0.000375774 0.0438369 0.000265761 0.000943429 0.000399026 -0.022357
internal_weight=0 3098 2065 1033 997 451 346 282 59 223 64 105 49 2045 2020 58 1962 53 1909 48 1861 40 1821 102 1719 52 1691 1658 1637 67
internal_count=3121 3098 2065 1033 997 451 346 282 59 223 64 105 49 2045 2020 58 1962 53 1909 48 1861 40 1821 102 1719 52 1691 1658 1637 67
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=31
num_cat=0
split_feature=96 122 129 0 374 1 16 45 33 0 121 374 13 40 1 3 49 1446 40 2 13 43 2 133 0 0 159 483 4 48
split_gain=1.65623 1.84114 2.10974 3.26214 2.00932 2.72848 3.6645 3.62521 2.38363 3.18816 2.39137 3.52175 2.3789 7.77226 7.80037 6.90374 4.81111 4.20435 3.76464 3.7275 6.33841 6.80807 5.81717 4.9699 4.90184 4.62709 3.90988 5.34835 3.71891 3.67108
threshold=0.090365000000000015 1.0000000180025095e-35 0.11013500000000002 -0.079459999999999989 0.091075000000000017 0.14860500000000001 -0.11118499999999999 0.10526500000000001 0.082285000000000011 -0.086074999999999985 -0.080284999999999981 0.083845000000000017 -0.066634999999999986 0.051255000000000002 0.13075500000000004 0.11924500000000002 -1.0000000180025095e-35 0.11483500000000001 -0.086109999999999978 0.091055000000000011 -0.093219999999999983 -0.084359999999999991 0.088555000000000009 0.092470000000000011 -0.091354999999999978 -0.050684999999999994 0.11361500000000001 -1.0000000180025095e-35 -0.085594999999999991 0.086565000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 -7 8 10 -10 -1 12 19 14 15 17 -17 18 -14 22 -21 23 25 -22 -24 26 27 -12 -29 -20
right_child=-2 -3 3 -5 -6 6 -8 -9 9 -11 11 -13 13 -15 -16 16 -18 -19 29 20 21 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.027272096139689291 -0.027988824496666592 0.03043246902525425 -0.0025949069261550907 0.051589283598586923 0.02849457260842125 0.0022812844392050198 -0.050850843682885172 0.040286046562885702 0.052138056335970767 -0.0014281923174858093 0.031535160824317829 -0.040081788664278778 -0.038946209420208579 -0.061253008117858811 0.040884191198274494 -0.008335180473513901 -0.076102622242813764 -0.047072739012184596 -0.0032914782842693537 -0.0050317707909748729 0.083620135264471179 0.011770968052729879 -0.068234542869031439 0.017630868866330102 -0.013331433572945582 0.044525320703784628 -0.031330021060267957 0.034670589591509531 -0.0026006871622130199 0.012220392855868506
leaf_weight=30 21 20 25 20 24 27 25 22 20 25 55 23 27 23 40 20 22 21 1146 195 25 261 20 21 87 24 38 28 610 176
leaf_count=30 21 20 25 20 24 27 25 22 20 25 55 23 27 23 40 20 22 21 1146 195 25 261 20 21 87 24 38 28 610 176
internal_value=0 0.000189602 -6.78054e-06 0.021487 -0.000325469 -0.000555187 -0.023263 -0.000156131 -0.000459068 0.022379 -0.000814433 -0.00110884 -0.000793104 -0.00357677 -0.00266316 -0.0038968 -0.0438324 -0.0026725 -0.00198131 0.00221709 0.00906729 0.0180227 -0.00177224 0.0534946 -0.0235937 0.00132034 -9.81527e-05 0.00161442 -0.000964957 -0.00122636
internal_weight=0 3100 3080 45 3035 3011 52 2959 2937 45 2892 2862 2839 1475 1452 1412 42 1370 1349 1364 502 307 862 46 107 755 731 693 638 1322
internal_count=3121 3100 3080 45 3035 3011 52 2959 2937 45 2892 2862 2839 1475 1452 1412 42 1370 1349 1364 502 307 862 46 107 755 731 693 638 1322
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=31
num_cat=0
split_feature=131 43 16 0 0 2 0 2 39 42 43 1201 16 52 14 16 475 15 474 16 0 156 13 39 52 50 475 133 157 3
split_gain=1.65889 2.88202 6.7386 4.85035 3.02635 3.21233 2.73597 2.61875 5.5073 2.2513 2.60572 2.22955 2.1772 11.2127 6.9882 4.76543 4.59066 7.28096 3.73423 5.1393 4.51213 10.7275 4.17017 3.80498 7.07779 5.49558 3.59476 4.2651 3.25945 3.17004
threshold=0.095205000000000026 -0.073959999999999984 0.071345000000000006 -0.084804999999999978 -0.066089999999999996 0.090310000000000015 -0.079459999999999989 0.25063000000000007 0.090455000000000021 -0.077669999999999989 -0.065269999999999981 -0.064749999999999988 0.19444000000000003 0.070205000000000017 0.091685000000000016 0.15273500000000004 -0.088274999999999978 -0.0092699999999999987 0.023345000000000001 0.40737000000000007 -0.055064999999999996 0.091255000000000017 -0.079299999999999995 0.0046100000000000004 -0.40967499999999996 -0.46347499999999997 -0.085684999999999997 0.087035000000000015 -0.0041249999999999993 0.40411000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 5 6 -2 11 -9 -5 -11 -1 14 18 15 16 17 -13 19 22 -20 -22 -14 24 -21 -26 27 -18 -24 -28
right_child=1 2 -4 9 -6 -7 -8 8 -10 10 -12 12 13 -15 -16 -17 26 -19 20 23 21 -23 28 -25 25 -27 29 -29 -30 -31
leaf_value=-0.027453878162972008 -0.0031547535221116544 0.036532428163366444 0.060543454401860278 0.01347797540231393 -0.040055676558986314 -0.023472337855491788 0.037483192806442578 -0.058996258789430489 0.010206046451450042 0.00053351432742441399 -0.041995052956044679 0.0016101539905728967 0.0057691288252289486 -0.069101302863823044 0.051692342627103684 0.032044498473802148 0.047582455631687913 -0.076819175630807882 -0.0082812909632488056 0.0075114550926214593 0.081665321767330171 -0.012966377514859904 -0.013788828879594803 0.042428432968445125 -0.0034395571844652293 -0.077571746371686456 -0.00060375719976005281 -0.010615372727625073 -0.060281053979537993 0.02816431799378151
leaf_weight=30 37 39 28 39 20 32 30 23 23 34 25 29 26 27 27 47 34 20 43 132 25 23 25 20 20 20 2146 20 38 39
leaf_count=30 37 39 28 39 20 32 30 23 23 34 25 29 26 27 27 47 34 20 43 132 25 23 25 20 20 20 2146 20 38 39
internal_value=0 0.00728672 0.0158417 0.00670561 -0.00457528 0.00259248 0.0150413 -0.000729442 -0.0243951 -0.00516424 -0.0174871 -0.000339395 -4.47794e-05 -0.00687713 0.00110937 0.000524473 -0.00012301 -0.0304018 -0.00236085 -0.00806245 0.0152452 0.036321 -0.0279259 0.00114508 -0.00365531 -0.0405057 0.000539634 0.0260277 -0.0418318 -9.02767e-05
internal_weight=0 284 165 137 119 99 67 2837 46 98 59 2791 2761 399 2362 2335 2288 49 372 281 91 48 89 192 172 40 2239 54 63 2185
internal_count=3121 284 165 137 119 99 67 2837 46 98 59 2791 2761 399 2362 2335 2288 49 372 281 91 48 89 192 172 40 2239 54 63 2185
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=31
num_cat=0
split_feature=3 12 9 33 445 148 454 1365 1 15 0 47 2 12 455 1 0 3 1375 480 13 1204 1 38 1186 15 1456 14 1 47
split_gain=1.75336 1.62976 2.04677 4.90151 1.73852 2.71683 1.95455 3.18232 2.10793 5.33143 6.44035 5.02219 6.25707 4.84082 3.74012 3.69394 5.68782 5.73142 4.48517 4.73131 6.27317 5.31174 5.31746 3.99879 3.85031 4.70383 3.57809 4.49659 4.19477 4.11746
threshold=0.63141500000000017 -0.26532499999999998 0.094575000000000006 0.085305000000000006 -1.0000000180025095e-35 -0.12018999999999998 -0.082299999999999984 0.085565000000000016 0.10871500000000002 -0.21699999999999997 -0.15350499999999997 0.11518500000000002 1.0000000180025095e-35 0.092465000000000006 0.092985000000000012 0.077565000000000009 -0.14920999999999998 0.013900000000000001 -0.084629999999999997 -0.063594999999999985 -0.16152999999999998 -0.081079999999999985 0.080270000000000022 0.088570000000000024 0.084505000000000011 0.082685000000000022 -0.071109999999999993 0.082295000000000021 0.083835000000000007 0.094460000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 8 14 -10 -11 12 13 -12 15 16 -8 23 -17 -20 -21 -22 -23 24 -18 -26 -24 28 -28 -30
right_child=-2 2 -4 -5 5 6 7 -9 9 10 11 -13 -14 -15 -16 18 17 -19 19 20 21 22 26 -25 25 -27 27 -29 29 -31
leaf_value=0.026724627662612046 -0.027508391634277676 0.027276660485760024 -0.024038583274398534 0.041197894597104913 -0.03533406559780071 0.028359446030420562 0.051824456724253565 -0.039083196701748035 -0.0082507551366026392 0.052777933446984539 0.064724865918488889 -0.012077493447868619 0.00075984420054542128 0.014884049901738763 0.04085884551916804 -0.049429297602425024 0.0012458252705068423 -0.038268163953781936 -0.042691402374343441 -0.054410381382331258 -0.040015061590788215 0.042881113290786747 0.024043022786887983 -0.042859230907633904 0.060000456122681504 -0.0034001732833778744 -0.0490283301608129 0.031202569384785262 -0.0016303356858263012 -0.027404671477686084
leaf_weight=23 23 23 35 29 22 24 22 21 162 38 38 80 93 40 21 24 1464 37 33 24 36 27 48 20 25 22 22 34 541 70
leaf_count=23 23 23 35 29 22 24 22 21 162 38 38 80 93 40 21 24 1464 37 33 24 36 27 48 20 25 22 22 34 541 70
internal_value=0 0.000204226 5.86233e-06 0.00028269 -0.000111379 -0.000322197 -6.25002e-05 -0.000294358 -1.5493e-05 0.0062712 0.0144115 0.00860308 0.0182782 0.0391655 -0.00116339 -0.00152373 0.0013309 0.000622442 -0.0068076 -0.00558255 -0.00405562 -0.00250226 -0.000682236 0.00156232 0.0021503 0.0303236 -0.00232729 -0.004225 -0.0061279 -0.00458321
internal_weight=0 3098 3075 3040 3011 2988 2966 2942 2921 451 289 251 171 78 2470 2449 1590 1568 859 835 802 778 742 1531 1511 47 715 667 633 611
internal_count=3121 3098 3075 3040 3011 2988 2966 2942 2921 451 289 251 171 78 2470 2449 1590 1568 859 835 802 778 742 1531 1511 47 715 667 633 611
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=31
num_cat=0
split_feature=390 13 42 43 4 0 16 12 0 15 16 3 13 0 4 130 2 48 2 12 12 4 11 48 3 2 160 479 0 46
split_gain=1.59727 2.20513 3.84281 2.11566 2.10038 5.44271 6.01101 4.54178 4.86363 4.29147 3.72265 3.43779 3.28532 5.99225 4.62922 4.45444 3.74031 4.04267 3.67187 3.82076 3.58879 3.12991 4.0889 9.09031 6.08224 5.34751 4.02909 3.34537 3.28621 3.18513
threshold=0.090680000000000024 0.26424500000000006 -0.10271999999999999 -0.50775499999999985 -0.42529999999999996 0.10455500000000001 -0.11118499999999999 -0.12529499999999996 -0.13843999999999998 -0.23032499999999997 0.22339500000000004 -0.098469999999999988 0.0015850000000000003 0.0059850000000000016 -0.17966999999999997 0.0016050000000000003 0.14753000000000002 0.090720000000000009 0.082275000000000015 0.092995000000000008 0.094225000000000017 -0.15289999999999995 0.079915000000000014 0.081805000000000017 -0.10115999999999999 0.08839000000000001 -0.54200499999999985 0.086465000000000014 -0.080604999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 10 7 -7 8 -6 -10 11 -5 14 16 -9 21 17 18 20 -20 -14 -16 24 -24 25 -23 -26 29 -29 -28
right_child=-2 2 -4 4 5 6 -8 12 9 -11 -12 -13 13 -15 15 -17 -18 -19 19 -21 -22 22 23 -25 26 -27 27 28 -30 -31
leaf_value=-0.024692729966981072 -0.028169434259179983 0.0034035774036150039 0.053328165987373471 0.063764684061918944 -0.01902639102190733 0.010309268385171891 -0.059575981122907254 0.039692572653293616 0.06546716846140295 0.01151988618541509 0.00092333058899723346 0.012853164471582407 0.034136022201606206 -0.060099246319044723 -0.03178655341493361 0.014287212814489412 0.030979253089986742 0.023447332377819458 -0.035345065292830651 -0.0081249168768775578 -0.010421755471650293 0.00047364938183731982 0.062504732105580552 -0.016101219185761042 0.025307937798186627 -0.067373016304694694 -0.00031989002767078149 -0.057332889576043405 -0.00069393656216561791 -0.035572048248006749
leaf_weight=35 20 58 21 21 20 20 32 30 29 30 129 36 28 22 33 203 25 34 91 119 51 21 31 28 58 26 1803 21 20 26
leaf_count=35 20 58 21 21 20 20 32 30 29 30 129 36 28 22 33 203 25 34 91 119 51 21 31 28 58 26 1803 21 20 26
internal_value=0 0.000181679 0.0166747 -0.000249474 3.69383e-05 -0.000646393 -0.032697 -4.01241e-05 0.0235901 0.0380363 0.0103273 0.03161 -0.000739295 -0.00948503 0.000667627 0.000151879 -0.00628528 -0.00916953 -0.0130068 -0.0199203 0.00537087 -0.00123635 -0.0007407 0.0252002 -0.00151564 -0.0370585 -0.000649193 -0.00145428 -0.0297041 -0.000821014
internal_weight=0 3101 79 3022 2987 2801 52 2749 79 59 186 57 2670 370 2300 2270 348 323 289 210 79 2067 2034 59 1975 47 1928 1870 41 1829
internal_count=3121 3101 79 3022 2987 2801 52 2749 79 59 186 57 2670 370 2300 2270 348 323 289 210 79 2067 2034 59 1975 47 1928 1870 41 1829
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=31
num_cat=0
split_feature=3 158 1454 1444 43 42 403 484 160 1 151 133 133 124 49 49 33 12 120 14 457 12 133 51 3 43 51 13 40 474
split_gain=1.82793 1.57949 4.75113 3.81488 3.59767 3.26928 2.72804 2.71569 2.75045 6.37288 3.326 2.61096 3.20539 2.35799 2.09341 4.00549 2.66056 3.18569 2.31628 2.40297 4.15633 2.3874 4.99782 4.97368 4.94147 7.12612 4.86279 3.75689 4.88088 4.01499
threshold=0.63141500000000017 0.085030000000000008 0.092835000000000015 -0.083144999999999983 -0.54673999999999989 0.11326500000000002 0.088465000000000002 -0.28135999999999994 0.099315000000000014 0.099195000000000019 -0.084764999999999993 0.088035000000000016 0.047850000000000011 -0.0037749999999999993 0.15665000000000004 0.40762500000000007 0.089160000000000003 -0.23059999999999997 0.088020000000000015 0.08840000000000002 0.14090500000000003 0.091715000000000005 0.12032500000000002 0.14431500000000003 -0.045649999999999989 0.035560000000000008 0.11704500000000002 0.25761500000000009 0.088160000000000016 -0.10160499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 6 13 -6 14 10 -10 12 -12 -3 16 -16 17 -9 19 20 21 22 23 26 -23 -26 27 28 29 -19
right_child=-2 2 -4 4 7 -7 -8 8 9 -11 11 -13 -14 -15 15 -17 -18 18 -20 -21 -22 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.044083509251940996 -0.028087318040754483 -0.012536750203714923 -0.040444238837808372 0.040981474270423257 -0.031550863982244791 -0.024800528019666673 0.047605251273628149 0.037725894390182063 0.034506543834383292 0.060756567058463898 -0.020658018595228592 -0.039117227643728263 0.03283919624629475 0.014124642290292425 -0.043177810328250583 0.0057289603933253714 -0.036778068188577893 0.03783780270814896 0.030420011759269984 -0.028926139374574028 0.035931676073420432 0.0053602023840516357 -0.026635068990723338 0.03540905347559601 -0.064451061075786131 0.014566897352536521 -0.038527394628554985 -0.042807415769096802 0.047886664979159832 -0.0026058942091857227
leaf_weight=20 23 39 20 21 28 25 21 22 24 24 24 20 21 222 33 34 20 25 24 30 31 772 86 35 25 21 37 22 20 1352
leaf_count=20 23 39 20 21 28 25 21 22 24 24 24 20 21 222 33 34 20 25 24 30 31 772 86 35 25 21 37 22 20 1352
internal_value=0 0.000208524 0.0067815 -0.000567139 -0.000250771 0.00985809 0.0129307 -0.000567942 -0.000246876 0.0150248 0.00269262 -0.00905406 0.00430735 0.0101408 -0.000913425 -0.0183594 -0.000449951 -0.000159558 -0.000495639 -0.000797746 -0.000449909 -0.000920819 -0.00319472 -0.00184269 0.00346296 -0.0283776 -0.00273816 -0.00180497 -0.00115926 -0.00187162
internal_weight=0 3098 327 2771 2751 307 282 2730 2702 113 89 65 45 261 2589 67 2522 2502 2480 2456 2426 2395 1577 1491 818 46 1456 1419 1397 1377
internal_count=3121 3098 327 2771 2751 307 282 2730 2702 113 89 65 45 261 2589 67 2522 2502 2480 2456 2426 2395 1577 1491 818 46 1456 1419 1397 1377
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=31
num_cat=0
split_feature=11 16 401 0 0 42 52 13 157 16 0 42 16 43 0 0 0 52 52 42 14 1 150 159 12 11 15 16 150 149
split_gain=1.69027 1.99283 6.39365 9.53608 8.10648 7.07155 7.1952 6.51637 12.524 7.32939 7.94141 5.94904 4.6201 6.26638 5.15144 4.56171 4.37547 4.18804 4.6902 3.84745 3.50145 3.46446 3.12858 2.9706 2.83994 5.29312 5.85087 5.00098 5.95842 5.3931
threshold=-0.072629999999999986 0.0047850000000000011 0.080710000000000018 -0.060129999999999996 -0.047369999999999995 0.079510000000000011 0.10024500000000001 -0.066634999999999986 -0.078254999999999977 0.051380000000000002 -0.079829999999999998 -0.080354999999999982 0.066275000000000014 -0.035139999999999991 -0.070499999999999993 -0.069444999999999993 0.062580000000000011 -0.13993999999999998 -0.42635499999999998 -0.046564999999999995 0.091685000000000016 0.096860000000000016 0.13879000000000002 0.0089800000000000019 0.090840000000000018 0.076270000000000018 -0.0063699999999999989 -0.54656499999999986 0.12416000000000001 0.080895000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 4 -4 7 6 11 12 -9 -10 -11 -6 23 14 -14 -12 -7 18 -13 -17 22 -19 24 -3 25 27 -27 -2 29 -29
right_child=1 2 3 -5 5 16 -8 8 9 10 15 17 13 -15 -16 19 -18 21 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.028274972488482791 0.033649222224596001 -0.0073222964410396179 0.0013498015779380998 -0.092145667672157289 0.058406364919779741 0.073974999613486803 -0.044428327238118209 -0.099952086863922887 0.030432360146992972 -0.074156014069362924 0.012998199791181834 0.0028750142312899073 -0.011863983554604392 0.061269683474674819 0.023532275077612963 -0.0097892371514304126 0.014763622979323069 0.0081434895588166044 -0.047558480403993443 -0.063777514276179406 0.03818459353194787 0.055676946416497231 0.039695936592207076 -0.043485000332997695 0.0063832897383625234 0.0031605506823821506 -0.067548966251313694 0.0003756229357000386 -0.050763974420260642 -0.041133141983300453
leaf_weight=21 42 85 24 20 23 26 27 20 28 27 40 93 104 20 68 33 24 46 23 22 26 23 21 31 668 22 25 1433 24 32
leaf_count=21 42 85 24 20 23 26 27 20 28 27 40 93 104 20 68 33 24 46 23 22 26 23 21 31 668 22 25 1433 24 32
internal_value=0 0.00019154 -0.00408231 -0.0411481 -0.00194483 0.0114041 0.00413823 -0.0099039 -0.0256198 -0.0157089 -0.0262986 0.0104425 -0.00122953 0.00829028 0.00212989 -0.0126971 0.0455535 0.00447947 -0.00712473 -0.0313845 0.00169568 0.023988 0.00127719 -0.0169865 0.000917981 -0.0013956 -0.0344509 -0.000380837 -0.00134072 -0.000531053
internal_weight=0 3100 807 44 763 285 235 478 170 150 122 208 308 192 172 95 50 185 116 55 2293 69 2267 116 2246 1578 47 1531 1489 1465
internal_count=3121 3100 807 44 763 285 235 478 170 150 122 208 308 192 172 95 50 185 116 55 2293 69 2267 116 2246 1578 47 1531 1489 1465
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=31
num_cat=0
split_feature=1455 160 43 160 479 159 51 0 148 1455 1452 1 1452 50 50 2 12 123 15 43 12 4 42 133 1212 1212 52 133 16 2
split_gain=1.6439 2.7803 2.93713 2.60328 2.40412 2.37619 2.32737 4.00271 2.63641 2.51592 2.18753 4.04904 2.88166 2.36723 2.55949 7.17632 4.1422 5.34578 4.34129 3.663 3.73348 5.15772 4.56685 3.66688 3.5947 3.76698 5.82911 4.94758 3.41825 3.32402
threshold=-0.23681499999999997 -0.55323499999999981 -0.54673999999999989 -0.54200499999999985 0.088785000000000017 0.14765500000000001 0.24916000000000002 -0.079984999999999987 -0.15852999999999998 0.11922500000000001 0.089640000000000011 0.080270000000000022 0.086765000000000023 0.13932500000000003 1.0000000180025095e-35 0.14838000000000004 0.083785000000000012 0.083965000000000012 -0.089964999999999976 -0.085154999999999995 0.090840000000000018 -0.080584999999999976 0.11387000000000001 0.085355000000000014 0.11930500000000001 0.091220000000000009 0.0031350000000000002 -0.0042999999999999991 -0.080789999999999987 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 8 -8 -5 10 12 -12 13 14 24 16 17 28 -18 23 -21 -22 -23 -20 25 29 27 -27 -16 -10
right_child=1 2 3 4 -6 -7 7 -9 9 -11 11 -13 -14 -15 15 -17 18 -19 19 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.019650398924325907 -0.027515126533831497 0.037332366974580859 0.026166599384836248 0.036079159732908012 -0.02296048488784978 0.028319539410937258 -0.056258050128817565 0.0049111222605342456 0.0043427333129236597 0.032584569101100379 -0.042140427456744123 0.010873805597424508 0.032292312535422821 -0.028014493705855022 -0.0036484793921851598 0.062286256761713468 0.034250645835629916 0.022040531199425461 -0.0044215110945515336 -0.013992279869451271 0.057144231074489654 0.018779933459476615 -0.024698517746001018 0.046040824397156642 0.025166917618896278 -0.017333541057356027 0.00018262107602574611 -0.08534024192020298 -0.053564035147428517 -0.0041233590995145902
leaf_weight=42 37 21 37 20 47 29 20 23 693 23 34 25 27 31 23 22 55 25 24 123 20 61 40 36 49 23 55 20 34 1402
leaf_count=42 37 21 37 20 47 29 20 23 693 23 34 25 27 31 23 22 55 25 24 123 20 61 40 36 49 23 55 20 34 1402
internal_value=0 -0.000268047 6.33607e-05 -0.000195709 -0.000522587 -0.00016352 -0.000447567 -0.0235397 -0.000100984 -0.000355326 -0.000623794 -0.0196768 -0.000216945 -0.00053776 -0.000222869 0.00654606 0.00376537 -0.0165132 0.00839724 0.00371981 -0.00172349 0.0107481 0.00156074 0.0258559 -0.00162074 -0.00221927 -0.021382 -0.0489646 -0.0334227 -0.00132288
internal_weight=0 3079 3042 3021 2984 2937 2908 43 2865 2845 2822 59 2763 2736 2705 463 441 82 359 304 244 121 101 60 2242 2193 98 43 57 2095
internal_count=3121 3079 3042 3021 2984 2937 2908 43 2865 2845 2822 59 2763 2736 2705 463 441 82 359 304 244 121 101 60 2242 2193 98 43 57 2095
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=31
num_cat=0
split_feature=96 40 96 9 11 16 14 41 1443 16 157 4 51 42 52 16 51 1456 16 2 1 4 2 2 1419 50 475 43 0 0
split_gain=1.47289 5.97803 2.441 2.2531 1.91554 1.62919 5.30181 5.89225 4.30032 3.88945 10.9598 6.45082 4.00466 6.12892 3.55872 3.781 5.31711 3.51045 3.32181 6.55162 4.69306 3.58309 3.31826 4.3067 3.15117 3.96625 3.44184 4.24253 4.01573 4.53694
threshold=0.086715000000000014 -0.078554999999999986 0.083725000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0047850000000000011 0.078320000000000015 0.078570000000000015 0.083720000000000003 0.071345000000000006 -0.078254999999999977 -0.086254999999999984 -0.064959999999999976 0.086555000000000007 -0.10925999999999998 -0.014754999999999999 0.082455000000000014 0.087690000000000004 0.19444000000000003 0.12595500000000001 0.11846000000000002 -0.46376499999999993 0.10252500000000002 0.091055000000000011 0.085980000000000015 -0.41068499999999997 -0.0048199999999999988 -0.092909999999999979 0.034820000000000011 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 14 7 8 9 10 -7 -12 -13 -14 15 16 -6 18 21 24 -21 -11 23 -23 25 -20 -27 -28 29 -29
right_child=1 -3 -4 4 5 6 -8 -9 -10 17 11 12 13 -15 -16 -17 -18 -19 19 20 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.025578631230575202 0.019126945150838723 -0.056327434522765021 0.034230976321157958 0.027874156981706623 0.072096122458577161 -0.085013003246858732 -0.052243935790928932 0.048550032333216891 -0.048571898956738774 0.058101554624736311 0.046604313914431261 0.0087164742004710669 -0.065334891102143702 -0.0097452391397810593 0.00063772369523398559 -0.00048987688706527181 0.004689058411697096 -0.030382506491150707 0.018984024651052263 0.065979280186972272 0.00038985856925137345 0.0018866593359659117 -0.017654734898220611 0.061794221736490733 0.017272770037366585 0.0029537639621754781 0.0059873163966195925 -0.027183318876356274 -0.0059989131902429193 -0.076199312261970978
leaf_weight=34 21 21 21 25 25 20 22 22 21 20 20 51 28 68 2128 43 22 32 44 24 20 30 27 20 55 85 42 58 44 28
leaf_count=34 21 21 21 25 25 20 22 22 21 20 20 51 28 68 2128 43 22 32 44 24 20 30 27 20 55 85 42 58 44 28
internal_value=0 -0.0186002 0.000253722 2.03924e-05 0.000308212 7.84193e-05 -0.00384942 -0.00244668 -0.00396897 -0.00266078 -0.0150571 -0.0066792 -0.0139287 -0.0259589 0.00146148 0.0209389 0.0405439 0.0017213 0.00378835 -0.000237572 0.0361659 0.0203901 0.0105949 0.0258497 -0.00473688 -0.00875858 -0.0135083 -0.0216436 -0.0305705 -0.043142
internal_weight=0 42 3079 3058 3024 2999 781 759 737 716 187 167 147 96 2218 90 47 529 497 400 44 97 77 50 356 301 257 172 130 86
internal_count=3121 42 3079 3058 3024 2999 781 759 737 716 187 167 147 96 2218 90 47 529 497 400 44 97 77 50 356 301 257 172 130 86
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=31
num_cat=0
split_feature=11 104 33 30 97 8 46 10 14 374 374 4 15 149 3 4 2 10 4 40 2 16 3 3 3 13 403 12 4 160
split_gain=1.55073 1.8917 2.00035 2.05391 3.60313 1.72886 2.15921 2.68573 1.99735 1.90815 2.04667 1.80644 3.58499 3.59255 5.62917 4.96332 3.38682 2.76221 6.03355 3.61322 3.18213 2.07903 3.21218 3.71209 4.52821 2.9731 5.78796 6.28901 3.45358 3.67894
threshold=-0.072629999999999986 0.089050000000000004 0.089160000000000003 0.088655000000000012 -0.0047149999999999996 0.097795000000000007 -0.043074999999999995 0.083760000000000015 -0.46885499999999997 0.092550000000000007 0.083845000000000017 0.50644500000000015 -0.40580499999999992 0.079625000000000015 -0.086049999999999988 -0.55119499999999988 0.12669500000000003 -0.015579999999999998 -0.0035949999999999997 -0.08267999999999999 0.092120000000000021 -0.085589999999999986 -0.16726499999999997 -0.14989499999999997 -0.116045 0.043850000000000007 0.090990000000000015 0.084595000000000017 0.065520000000000009 -0.089549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 -8 10 11 12 -10 15 -15 -14 -13 18 -17 20 -19 22 -21 -24 -25 28 27 -27 29 -23
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12 16 13 14 -16 17 -18 19 -20 21 -22 25 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.02708268892906961 -0.036401547284589879 0.030838781576603653 -0.027114944518716252 0.026260765964786211 0.031298985814845019 0.028223202292892064 -0.028029085576534274 -0.034955103966322815 -0.03850566927964489 0.031139335967600348 -0.029566904643307565 0.045757942702621228 -0.047483550570905211 0.067966685388237233 -0.00052398288312057654 0.012777741059013034 0.00036726708543331679 0.054915635846555233 -0.058896963981290663 0.041185332518880784 0.0079680985604811995 0.010041010189374831 -0.027639543541983981 0.046652319662272929 0.0033333793492526121 -0.053860638718693878 0.025871724852671224 -0.0098898186916200337 0.026016064423459523 -0.0032207985642333202
leaf_weight=21 27 20 27 30 22 22 25 22 24 20 23 25 22 20 30 23 48 22 24 23 42 252 37 25 694 39 36 196 49 1231
leaf_count=21 27 20 27 30 22 22 25 22 24 20 23 25 22 20 30 23 48 22 24 23 42 252 37 25 694 39 36 196 49 1231
internal_value=0 0.000183463 -1.55971e-05 0.000224063 -3.4323e-05 0.000293419 8.681e-05 -0.000145801 0.000115566 0.000357774 0.000144384 0.000383154 -2.33025e-05 0.000310722 0.0268723 -0.000178442 0.015912 0.000208009 -0.0238221 0.000634848 0.0241063 5.30613e-05 0.00437005 0.00325001 0.0048396 -0.00181213 -0.0114671 -0.0171871 -0.000104231 -0.000967275
internal_weight=0 3100 3080 3053 3023 2996 2974 2952 2930 2905 2885 2862 2789 2765 50 2715 73 2693 47 2646 64 2582 779 756 719 1803 271 235 1532 1483
internal_count=3121 3100 3080 3053 3023 2996 2974 2952 2930 2905 2885 2862 2789 2765 50 2715 73 2693 47 2646 64 2582 779 756 719 1803 271 235 1532 1483
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=31
num_cat=0
split_feature=392 390 1186 16 1186 11 13 13 1419 42 48 3 4 133 4 43 48 159 128 1 15 133 1210 52 133 2 133 133 3 3
split_gain=1.45615 1.59442 1.89782 6.06423 3.45461 2.02474 2.06175 2.16002 3.3363 3.49628 6.60058 8.44562 4.44172 10.1247 3.63769 5.4117 2.96848 2.8373 2.5747 2.25715 3.25274 2.22567 3.10389 2.77327 2.28324 6.43077 6.17181 4.62334 4.47404 3.659
threshold=0.091685000000000003 0.090385000000000007 0.084720000000000004 -0.080954999999999985 0.081240000000000021 -0.072629999999999986 0.40528500000000006 0.0049450000000000006 0.083675000000000013 0.088060000000000013 0.088965000000000002 -0.11255999999999998 -0.079164999999999985 -0.00094999999999999989 -0.27825499999999997 -0.14386499999999997 0.090225000000000014 0.083870000000000014 0.085400000000000018 0.12456000000000002 -0.080694999999999989 0.11667000000000001 0.0028200000000000005 -0.0087299999999999982 0.082925000000000013 0.090790000000000023 0.032270000000000007 0.087575000000000014 -0.081924999999999984 -0.079379999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 18 9 12 11 -11 13 -9 -15 -16 17 19 21 20 -14 22 24 -23 26 -26 -7 29 -29 -27
right_child=-2 -3 3 -5 -6 6 -8 8 -10 10 -12 -13 16 14 15 -17 -18 -19 -20 -21 -22 23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-0.031775424424558878 0.025068809261226663 -0.027011308879379858 -0.010628840688835173 0.052850340141190423 -0.040765301919253989 -0.0002713284974917811 0.02500559048670711 -0.09031867730830398 0.025361845795545845 0.073873087911245736 -0.037255845014005903 -0.0069681133808834218 -0.04607676183240432 0.0013777472224319354 -0.010379643948414388 -0.072407699715007434 0.028146019162466895 0.016692911693826317 0.01503634503223002 0.014466131067213915 -0.0098696927699493259 -0.037484185442585374 0.032314593446062648 -0.0047301967703627761 -0.0024701618876942022 0.06966180955725057 -0.045379420303769652 -0.011353777680482905 0.021442852424233095 0.013659225003793836
leaf_weight=20 23 22 34 27 21 1408 33 21 31 24 20 28 33 64 39 22 26 38 125 24 100 29 32 238 360 28 31 59 141 20
leaf_count=20 23 22 34 27 21 1408 33 21 31 24 20 28 33 64 39 22 26 38 125 24 100 29 32 238 360 28 31 59 141 20
internal_value=0 -0.000186115 5.74318e-06 0.0174685 -0.000347566 -6.40752e-05 0.000149182 -0.000129724 -0.00634369 -0.00858257 0.0115657 0.0303432 -0.0125354 -0.0260705 -0.0152768 -0.0327504 -0.00359361 -0.00782556 0.00105221 -0.01376 -0.0188534 0.000307107 0.00141092 -0.00828775 0.000927813 0.00606583 -0.00124308 0.0184568 0.0117678 0.0463274
internal_weight=0 3098 3076 61 3015 2994 2974 2941 470 439 72 52 367 146 125 61 221 195 2471 157 133 2346 2079 267 2047 608 1439 248 200 48
internal_count=3121 3098 3076 61 3015 2994 2974 2941 470 439 72 52 367 146 125 61 221 195 2471 157 133 2346 2079 267 2047 608 1439 248 200 48
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=31
num_cat=0
split_feature=1348 147 8 48 31 96 0 2 13 48 0 15 3 1375 13 43 0 13 3 0 49 15 49 42 48 0 51 48 15 16
split_gain=1.39832 2.08845 1.71495 2.60036 2.28845 2.85806 2.33102 3.33192 4.25033 4.00314 3.12462 4.0278 2.96988 2.84091 2.57048 6.13596 3.93814 3.64543 2.64066 4.52686 4.45673 2.93313 5.68765 16.1184 5.30794 8.63539 4.97747 4.91617 6.32549 4.30258
threshold=0.091105000000000005 0.10479500000000001 0.08573500000000002 -0.11278499999999998 -0.086279999999999982 0.086715000000000014 0.18019500000000002 0.14960000000000004 0.40528500000000006 0.094925000000000023 -0.061629999999999997 -0.037864999999999989 0.32202000000000003 -0.4078199999999999 -0.23438999999999996 0.10915000000000001 -0.13455999999999999 -0.16152999999999998 0.11924500000000002 -0.24955499999999997 0.0034800000000000005 -0.094329999999999983 -0.020744999999999996 0.079510000000000011 0.093265000000000015 -0.030209999999999997 0.11548000000000001 0.088005000000000014 -0.085319999999999993 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 12 10 -9 -12 13 -6 15 16 -15 -16 19 -19 -20 22 23 -21 27 -26 -24 29 -29 -23
right_child=-2 -3 -4 4 5 -7 -8 9 -10 -11 11 -13 -14 14 17 -17 -18 18 20 21 -22 24 26 -25 25 -27 -28 28 -30 -31
leaf_value=-0.029623164522151153 -0.020796468769367495 0.027402099692595324 0.018921442413108149 0.030093948967754844 0.033159920245409015 -0.03152793560434005 -0.02725576820873445 0.0052494249580537569 0.03914209966444307 -0.01893107973687027 0.071355858982126222 0.012473318362165066 -0.033129879592784815 0.021488041835837066 -0.041749463772231883 0.061947313628413464 -0.035798836648464206 0.043712889079166498 -0.057065578779756015 -0.10336837688122283 0.0058907273670901423 0.015653592525202719 -0.0069779304726986825 0.015133005403913559 -0.0066775142135818248 -0.076723736270584847 0.044218889023177332 0.003939685039222241 0.074571511255843312 -0.00045513162815649189
leaf_weight=30 32 28 47 25 25 29 31 34 27 23 26 21 28 30 22 22 20 23 22 22 23 183 376 24 88 22 20 32 21 1765
leaf_count=30 32 28 47 25 25 29 31 34 27 23 26 21 28 30 22 22 20 23 22 22 23 183 376 24 88 22 20 32 21 1765
internal_value=0 0.000215438 -3.32479e-05 -0.000328825 -3.43113e-05 -0.000288859 2.03333e-05 0.000312006 -0.000341951 0.0178871 0.0283416 0.0450466 -0.000727091 -0.000395968 -0.000704954 0.0179376 -0.00142671 -0.00121281 -0.000872555 -0.000453032 -0.0248879 -0.000850924 -0.00825845 -0.0415416 0.000700061 -0.0206868 -0.00439223 0.00187575 0.0319259 0.00105816
internal_weight=0 3089 3061 3014 2984 2959 2930 2899 2795 104 81 47 2768 2740 2715 72 50 2643 2621 2576 45 2553 442 46 2111 110 396 2001 53 1948
internal_count=3121 3089 3061 3014 2984 2959 2930 2899 2795 104 81 47 2768 2740 2715 72 50 2643 2621 2576 45 2553 442 46 2111 110 396 2001 53 1948
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=31
num_cat=0
split_feature=3 402 1211 402 1 0 133 1443 43 402 16 46 147 15 157 157 1453 12 4 16 2 3 52 12 49 12 150 4 42 475
split_gain=1.36121 1.42677 6.26385 3.98658 13.8103 3.0242 3.53887 2.48591 2.2179 2.80441 2.49523 2.14915 2.0625 1.97724 4.46586 10.0012 4.92423 7.3309 10.59 7.02883 5.44969 4.79015 5.42494 4.45545 5.61449 4.25464 3.56153 3.55611 3.81767 3.43873
threshold=0.63141500000000017 0.089785000000000018 1.0000000180025095e-35 0.081585000000000019 0.077845000000000011 -0.092404999999999973 0.11524500000000001 0.092480000000000021 -0.025214999999999998 0.11232500000000002 -0.070454999999999976 -0.043074999999999995 0.10784000000000001 -0.011859999999999997 -0.080299999999999996 -0.082189999999999999 -0.048199999999999993 0.081420000000000006 0.024790000000000003 -0.016164999999999995 0.084885000000000002 -0.13927999999999999 -1.0000000180025095e-35 0.084405000000000022 -0.0069299999999999995 -0.12529499999999996 0.13361500000000004 -0.082249999999999976 0.085730000000000015 -0.08100499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 7 -5 -3 8 11 10 -10 -7 -1 13 25 15 -15 19 18 21 -16 27 -18 -23 -22 -25 -13 29 28 -19 -27
right_child=-2 2 -4 4 -6 6 -8 -9 9 -11 -12 12 -14 14 16 -17 17 20 -20 -21 23 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0296830042769822 -0.024237786500674229 -0.021388047924373561 0.060915952809154988 0.00071206510619958863 -0.094487606144975866 0.0095268208533525467 -0.031373316803503602 0.033642126348885623 0.019160991809085797 -0.0083799206237826079 0.055285928974097426 0.035994255844805693 -0.031591356510207773 -0.0040204859562218195 -0.075661231271390406 -0.066130134347560154 0.053056551870845618 0.011062063272501827 0.080167178690433508 -0.0012060795619618148 -0.055429491326212887 0.016782400734420565 -0.029701120808328454 -0.040814929038448182 -0.0043131060874881779 0.014680063779336179 0.037556660658231489 -0.0019710887275562671 0.054099045259257163 -0.0010676908217282558
leaf_weight=24 23 43 20 64 20 26 21 22 76 72 22 37 21 100 21 35 21 146 25 32 20 74 38 46 502 158 27 228 24 1133
leaf_count=24 23 43 20 64 20 26 21 22 76 72 22 37 21 100 21 35 21 146 25 32 20 74 38 46 502 158 27 228 24 1133
internal_value=0 0.000179945 0.00698808 -0.00049652 -0.0219545 0.00283978 0.00764069 0.00016276 0.0118208 0.00576271 0.0304997 -0.000108827 -0.000374826 -0.000129026 -0.0028961 -0.020123 -0.000920207 0.000484338 0.0204533 -0.0307072 -0.00278181 0.00922889 0.00101121 -0.00906911 -0.00737713 0.00255024 0.00161137 0.00619103 0.0171379 0.00085961
internal_weight=0 3098 280 2818 84 260 217 2734 196 148 48 2712 2688 2667 1312 135 1177 1124 158 53 966 133 112 568 548 1355 1318 398 170 1291
internal_count=3121 3098 280 2818 84 260 217 2734 196 148 48 2712 2688 2667 1312 135 1177 1124 158 53 966 133 112 568 548 1355 1318 398 170 1291
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=31
num_cat=0
split_feature=45 4 4 3 2 159 4 16 4 0 3 484 39 150 43 43 1 376 376 15 15 3 3 39 4 4 12 474 52 4
split_gain=1.53625 1.52868 3.88082 4.31643 5.21867 3.0809 5.54085 4.43731 4.01816 4.03005 4.00476 3.25306 3.15729 3.01239 6.95553 2.92347 2.84199 5.0626 5.05141 4.73927 4.77841 4.60484 12.8454 4.98404 3.60424 2.93243 3.19672 6.18637 5.23189 6.25966
threshold=-0.067109999999999989 0.26450500000000005 0.181285 -0.081234999999999988 0.097385000000000013 0.087630000000000013 0.40945500000000007 -0.11118499999999999 0.50996500000000011 -0.040504999999999992 -0.03694999999999999 0.096415000000000015 0.089650000000000021 0.11989500000000002 -0.06984499999999999 -0.080554999999999974 0.10508500000000001 0.084700000000000011 0.083785000000000012 1.0000000180025095e-35 -0.099734999999999976 0.10542000000000001 0.12745000000000004 0.10166000000000001 -0.050494999999999991 0.098655000000000007 0.082480000000000012 0.086990000000000012 0.096795000000000006 0.0016150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 -4 -5 6 10 8 9 -8 -3 15 -10 16 -15 -7 17 21 19 20 -18 23 -23 25 -21 26 27 28 29 -2
right_child=1 5 3 4 -6 11 7 -9 12 -11 -12 -13 -14 14 -16 -17 18 -19 -20 24 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.026955995643289671 0.012548219044342897 -0.016108071309281515 -0.0061964332190310133 0.012058323939951758 0.081223233342170728 -0.013468459004624969 0.0054462805379401243 -0.034483717824997644 0.059972662758082156 -0.039544194922424281 -0.062683253168749314 -0.019904323294758799 0.0056460820867315588 0.0065239596584190929 -0.069609315386042009 0.029883263539522888 0.047572665175955209 0.040462452756861847 -0.024118066626895026 0.072250070989779799 0.0033667601061106653 -0.084551973867675545 0.023622871172570049 -0.043780053772318826 0.014205388668924571 -0.020830228226259351 -0.00065392323602760712 -0.030930678687582258 -0.018145102816514481 0.052719865024089818
leaf_weight=21 173 48 29 24 20 21 85 35 20 26 30 30 23 30 20 60 28 30 38 23 193 23 21 26 20 64 1839 32 39 50
leaf_count=21 173 48 29 24 20 21 85 35 20 26 30 30 23 30 20 60 28 30 38 23 193 23 21 26 20 64 1839 32 39 50
internal_value=0 0.000182605 0.00101013 0.0237557 0.0434969 -0.00577643 -0.0115974 -0.00234303 0.00496167 -0.00509203 -0.0340216 0.00822548 0.0309143 0.000383313 -0.0239294 0.0186439 0.000851044 -0.000347988 0.00997084 0.0148776 0.00896751 -0.000888047 -0.0329231 -0.000253975 0.0452525 0.000261127 0.000893966 0.0105762 0.0156457 0.0215553
internal_weight=0 3100 2722 73 44 378 267 189 154 111 78 111 43 2649 50 81 2599 2297 302 264 221 2267 44 2223 43 2197 2133 294 262 223
internal_count=3121 3100 2722 73 44 378 267 189 154 111 78 111 43 2649 50 81 2599 2297 302 264 221 2267 44 2223 43 2197 2133 294 262 223
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=31
num_cat=0
split_feature=1213 3 1212 403 1213 1213 42 43 13 40 1 45 13 16 151 13 151 1455 483 121 40 16 2 52 16 52 48 51 12 4
split_gain=1.42168 2.66656 2.1408 2.14224 1.95827 3.43856 3.94946 3.01423 1.89716 2.73509 2.53355 5.57844 4.87428 2.77945 4.7674 3.05123 6.0618 3.62022 4.87003 3.69937 5.84289 3.36471 3.89729 3.06533 8.54191 6.50965 6.59663 17.0728 6.13005 6.09208
threshold=-0.080769999999999995 -0.069009999999999974 -0.21859999999999999 0.109085 0.12389500000000002 0.096825000000000008 0.086325000000000013 -0.0098449999999999979 -0.52014499999999986 -1.0000000180025095e-35 0.14699000000000004 0.10526500000000001 -0.059629999999999996 -0.44310499999999992 0.050660000000000004 -0.066634999999999986 0.086470000000000005 0.10625500000000002 0.085765000000000022 -0.072334999999999983 0.0064400000000000004 -0.16927999999999996 0.087470000000000006 -0.080979999999999983 -0.074319999999999983 -0.061194999999999992 0.093265000000000015 0.10174000000000001 -0.010834999999999999 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 8 -7 -6 9 -4 11 13 -12 14 -10 21 17 18 19 -17 23 22 -15 24 -21 -25 28 -28 -27 -30
right_child=2 -3 3 -5 7 6 -8 -9 10 -11 12 -13 -14 15 -16 16 -18 -19 -20 20 -22 -23 -24 25 -26 26 27 -29 29 -31
leaf_value=0.0037023548723702812 -0.031110667251050474 0.038338428553349034 0.0033669655832151571 0.024471167650292905 0.034188950578682126 -0.00097602200694382193 -0.060358684616429473 -0.0024795943875705788 0.0045645368563165083 -0.044374426578481993 -0.047988686885219067 0.052695238646119837 0.0046708451727261908 0.0043635589077894114 0.047083002068102363 0.03431081587720352 -0.053545029342174533 -0.037517479161221175 0.022875030298271908 -0.073716694932608379 -0.058930663018545604 0.0041436950770271496 -0.045806143749505285 0.03191530726065761 -0.0080046566772681623 -0.040408911949230568 0.023172351653161255 -0.096209753379225729 0.040816150488037814 -0.00069128579761071796
leaf_weight=301 23 24 24 34 40 24 21 51 218 24 32 20 39 32 30 24 25 31 69 21 20 935 30 57 341 36 23 25 38 509
leaf_count=301 23 24 24 34 40 24 21 51 218 24 32 20 39 32 30 24 25 31 69 21 20 935 30 57 341 36 23 25 38 509
internal_value=0 0.0062601 -0.000727658 -0.000475653 -0.000785325 -0.00128101 -0.0286879 0.0136384 -0.000807202 -0.0205037 -0.00043717 9.52121e-05 -0.019063 -0.000331736 0.0097079 -0.00145531 -0.00481113 -0.00379073 -0.00289174 -0.00451688 -0.00538779 0.00264775 -0.0199121 -0.00436792 -0.0118167 -0.000448661 -0.00337219 -0.0390058 -0.000438373 0.00219223
internal_weight=0 325 2796 2773 2739 2648 45 91 2603 48 2555 2484 71 2464 248 2216 1219 1194 1163 1094 1070 997 62 1050 362 688 631 48 583 547
internal_count=3121 325 2796 2773 2739 2648 45 91 2603 48 2555 2484 71 2464 248 2216 1219 1194 1163 1094 1070 997 62 1050 362 688 631 48 583 547
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=31
num_cat=0
split_feature=1130 1132 47 45 3 146 9 12 1 33 150 106 148 4 1 133 42 155 16 39 13 151 1426 52 52 157 376 0 402 43
split_gain=1.35638 1.68422 1.60085 2.41239 2.01292 1.87532 2.4605 3.28217 2.09736 1.97828 1.91409 2.16293 1.92254 1.74789 3.08412 6.53991 4.48019 4.42788 3.8963 4.24935 3.8456 3.91065 2.91256 2.91094 2.67572 2.61234 3.2214 2.84398 2.48977 5.59995
threshold=1.0000000180025095e-35 0.048480000000000009 0.14174500000000004 0.10526500000000001 0.63141500000000017 0.085195000000000007 0.092890000000000014 0.096475000000000019 0.15618500000000002 0.083840000000000012 0.14153000000000002 0.087690000000000004 -0.10665499999999999 0.50500500000000004 0.10727500000000002 0.089980000000000018 0.090835000000000013 0.082230000000000011 0.042200000000000008 0.08733500000000001 -1.0000000180025095e-35 -0.065174999999999983 -0.021179999999999997 -0.065544999999999978 -0.160465 -0.076119999999999979 0.085090000000000013 -0.10151999999999999 0.089785000000000018 -0.53814999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 9 10 11 12 -1 14 22 16 17 18 19 20 23 -22 -14 -16 -18 -15 27 -27 29 -24
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 13 25 15 -17 24 -19 -20 -21 21 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=0.031146814562380318 0.025958530693314968 -0.028391162941919731 -0.024217746468881765 0.031818839162588118 -0.030863491871527267 0.025963537414957372 0.0039729823265224696 -0.053317238017916685 0.028040595442763772 0.024020917996462873 -0.027792380839586257 -0.029895137433777565 -0.025570820278042684 0.019213290516996669 -0.02389992800142084 -0.036701533370823776 -0.035625368143830986 0.06781911691650748 -0.023382758703082804 0.060347749077929905 0.0040920264646410942 0.061988370848952659 -0.050350351923185849 0.016995448495372725 0.0060337681002144159 0.0005436974577605725 0.014029884631080286 -0.04462542806865278 0.0093148793831783084 -0.00073643539239988062
leaf_weight=20 20 21 27 24 21 28 20 20 27 34 25 24 46 21 28 27 21 20 20 26 20 28 23 46 58 20 21 46 248 2091
leaf_count=20 20 21 27 24 21 28 20 20 27 34 25 24 46 21 28 27 21 20 20 26 20 28 23 46 58 20 21 46 248 2091
internal_value=0 -0.00016742 2.50142e-05 0.000239411 -1.08053e-05 0.000204589 -3.74413e-05 -0.0246721 0.000297725 4.05816e-05 -0.000242618 -1.29208e-06 0.000252225 3.23343e-05 0.000530958 0.0101999 0.0149427 0.0233398 0.0180446 0.0236429 0.0158206 0.0378649 -0.000649548 0.00152152 -0.00504018 -0.0124425 -0.0200835 -0.0309378 -0.000164206 -0.00127623
internal_weight=0 3101 3080 3053 3029 3008 2980 40 2940 2913 2879 2854 2830 2810 2702 294 267 188 168 148 122 48 2408 74 79 108 87 66 2362 2114
internal_count=3121 3101 3080 3053 3029 3008 2980 40 2940 2913 2879 2854 2830 2810 2702 294 267 188 168 148 122 48 2408 74 79 108 87 66 2362 2114
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=31
num_cat=0
split_feature=11 105 10 1 12 149 42 149 151 15 2 1374 150 97 454 457 376 124 124 124 124 42 3 40 12 48 454 151 151 151
split_gain=1.40844 1.7823 1.66631 4.07102 1.8807 1.5613 5.9356 3.90056 2.41574 6.59264 4.2531 2.81616 2.67313 2.65892 2.77549 3.21875 1.99915 2.65553 2.19197 6.01115 4.29221 3.25399 2.81893 2.7757 6.23915 3.28992 2.7942 2.90224 9.3093 4.94586
threshold=-0.072629999999999986 0.082105000000000011 -0.089679999999999982 0.10956 0.097825000000000009 0.08618000000000002 0.08426500000000002 0.07770500000000001 1.0000000180025095e-35 -0.0063699999999999989 0.10803500000000001 0.086000000000000007 0.10980500000000001 -0.084074999999999983 0.088785000000000017 0.12766500000000003 0.087615000000000012 -0.013479999999999999 -0.076164999999999983 -0.080874999999999989 -0.083859999999999976 0.09112000000000002 -0.0087149999999999988 -0.072979999999999975 -0.081419999999999979 0.14257500000000004 -0.079854999999999995 -0.086824999999999986 -0.089309999999999987 -0.083294999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 8 11 10 12 13 -10 -4 15 16 18 -18 19 20 21 22 -15 24 -20 26 -25 28 -28 -29
right_child=1 -3 5 4 -6 6 -8 -9 9 -11 -12 -13 -14 14 -16 -17 17 -19 23 -21 -22 -23 -24 25 -26 -27 27 29 -30 -31
leaf_value=-0.025810311060576213 -0.053403261704370375 0.029930497966706757 0.034451797248228742 0.017101382979724026 -0.022487109890651138 -0.058377355053311299 0.0081860878964181288 0.042602530202235693 0.0014817079041117374 -0.054048278431097663 0.034184109620176831 0.02731921904720366 -0.036003073621541259 -0.020701350201223351 -0.035067256319929255 0.033732015768001826 0.034633373484216835 -0.010593597050756217 0.067288465397432454 -0.060469011369753967 0.034176207015601298 -0.048984011039137847 0.02179481352644938 0.032903958588838579 -0.0023726526233885025 0.039398116121689482 -0.0042786419644951822 0.025606439558071764 -0.0777592096850276 -0.000683112241119498
leaf_weight=21 20 20 23 28 21 21 37 22 52 30 26 40 30 37 22 29 37 20 20 22 24 20 27 25 36 21 125 74 20 2171
leaf_count=21 20 20 23 28 21 21 37 22 52 30 26 40 30 37 22 29 37 20 20 22 24 20 27 25 36 21 125 74 20 2171
internal_value=0 0.000174844 -1.83745e-05 -0.0153834 0.000134886 0.00033373 -0.0159145 0.000652862 0.000337989 -0.0125776 -0.00105793 0.000976137 -0.0122322 0.000593383 0.000308129 0.000595521 0.00023682 0.0187643 -0.00016595 -0.0128251 -0.00311983 -0.0137758 -0.00277328 0.000494438 0.0225063 -1.15826e-05 -0.000354276 -0.000702165 -0.0144139 0.000183448
internal_weight=0 3100 3080 69 49 3011 58 2953 2931 138 108 2793 82 2753 2730 2708 2679 57 2622 130 108 84 64 2492 56 2436 2415 2390 145 2245
internal_count=3121 3100 3080 69 49 3011 58 2953 2931 138 108 2793 82 2753 2730 2708 2679 57 2622 130 108 84 64 2492 56 2436 2415 2390 145 2245
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=31
num_cat=0
split_feature=4 157 51 148 1348 147 147 1 8 1 2 457 0 43 52 3 48 456 2 15 1 3 13 2 3 3 13 49 49 133
split_gain=1.37054 1.69915 2.0085 1.9112 1.58934 2.43926 1.94319 3.10379 2.60329 3.48638 2.41817 2.98429 2.89815 3.521 2.76164 5.5111 3.33427 2.75409 2.89502 5.19795 5.51143 2.23778 2.48384 4.57874 3.51909 4.69619 2.86151 2.6309 3.62466 2.99025
threshold=-0.58204499999999992 -0.50331999999999988 0.24916000000000002 -0.10665499999999999 0.091105000000000005 0.10479500000000001 0.090425000000000019 0.098420000000000021 1.0000000180025095e-35 0.10708500000000001 -0.090999999999999984 0.084040000000000017 0.18019500000000002 -0.53814999999999991 -0.075329999999999994 -0.078934999999999991 0.10031000000000001 0.092340000000000019 0.14960000000000004 -0.03241999999999999 0.14699000000000004 0.31534000000000006 -0.23438999999999996 0.10045500000000002 0.11924500000000002 0.10732000000000001 -0.16152999999999998 -0.081404999999999991 -0.090734999999999982 0.087035000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -8 10 -10 -5 12 13 -12 15 -13 -16 18 21 20 -20 22 23 -15 25 26 -24 28 29 -28
right_child=1 2 -4 4 -6 -7 7 -9 9 -11 11 14 -14 17 16 -17 -18 -19 19 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.022863485592489061 0.026156882077455524 0.024965676160589343 -0.023177454697370932 -0.029340550835643499 -0.022893572545920809 0.035044712740927936 -0.048786252488692602 0.002473340935453221 -0.012820820398628714 0.038532182665016408 0.034985451480107649 -0.0051198681323932349 -0.034495890259742736 0.055761482056484304 0.012282022409423998 0.055299634093211758 -0.033425683146342637 -0.026378836211316831 0.060372967340729458 -0.023357030322464806 0.004511495397769307 -0.030096586901121415 -0.038796715717762713 -0.002787092870430035 -0.034030861139763148 0.040065167697944812 0.007436130109376141 -6.2252067358807591e-05 -0.045606633871793749 -0.036812078810873484
leaf_weight=26 25 31 37 28 30 20 21 27 20 39 28 26 25 22 79 36 20 41 33 24 38 26 20 34 32 28 56 2198 30 21
leaf_count=26 25 31 37 28 30 20 21 27 20 39 28 26 25 22 79 36 20 41 33 24 38 26 20 34 32 28 56 2198 30 21
internal_value=0 0.000192068 -1.93718e-05 0.000263137 8.04742e-06 0.000239221 3.41167e-06 -0.0199527 0.000333265 0.0211244 -9.79038e-05 0.000192758 -0.000608598 -0.000286598 0.0134126 0.0299624 0.00304814 -0.000666013 -0.000254528 0.0168755 0.0304753 -0.000914178 -0.000603345 0.0202141 -0.00109214 -0.000644186 -0.00113445 -0.000807661 -0.0161199 -0.00463156
internal_weight=0 3095 3070 3033 3002 2972 2952 48 2904 59 2845 2817 2656 2631 161 62 99 2603 2562 95 71 2467 2441 56 2385 2353 2325 2305 107 77
internal_count=3121 3095 3070 3033 3002 2972 2952 48 2904 59 2845 2817 2656 2631 161 62 99 2603 2562 95 71 2467 2441 56 2385 2353 2325 2305 107 77
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=31
num_cat=0
split_feature=45 9 34 4 4 150 49 13 12 13 15 43 15 403 402 457 0 160 147 15 48 48 48 16 51 2 1453 4 2 3
split_gain=1.35101 1.26102 2.7822 1.42786 3.04792 2.5375 3.98591 4.46052 2.63305 6.11574 1.95367 5.04803 4.94045 4.77564 3.20086 3.05291 4.23976 5.78264 4.03768 3.11785 5.47268 11.4751 8.39328 4.74457 4.06811 5.45385 3.95202 5.00426 6.64885 3.36096
threshold=-0.067109999999999989 0.099965000000000012 -0.11726499999999999 0.26450500000000005 0.25615500000000008 0.12068000000000002 -1.0000000180025095e-35 -0.014169999999999999 -0.090609999999999982 -0.11122999999999998 -0.11713499999999999 -0.11278499999999998 -0.094329999999999983 -0.0051499999999999992 0.085720000000000018 0.31508000000000008 -0.18113999999999997 -1.0000000180025095e-35 0.093875000000000014 -0.079249999999999987 0.092475000000000016 0.099240000000000009 0.083685000000000009 -0.029084999999999996 -0.085384999999999989 0.087015000000000023 -0.064249999999999988 -0.082594999999999988 0.083935000000000023 -0.022174999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 6 7 -5 9 -8 11 -4 13 -12 -13 16 17 -14 19 24 22 -22 26 -23 25 -18 27 -21 -29 -26
right_child=1 -3 3 5 -6 -7 8 -9 -10 -11 12 14 15 -15 -16 -17 18 -19 -20 20 21 23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=-0.025278668518045118 0.036654180855978102 -0.019272481080031757 0.057982193091884265 -0.0052806486247171623 0.03637601152683298 0.026094535730131298 0.0096535060441855225 -0.061762085360371401 0.0026735257326473238 -0.051701393368421125 -0.058308840155950753 -0.00054363567709207912 -0.0064327190436112396 -0.0098980907300331954 0.042186240768060095 -0.036946232191153935 -0.003024962389220794 0.060460197207118788 0.04543991193175316 0.019968952871859076 -0.089177213289908006 -0.038686979596968742 0.057690938904881472 0.0087253909407844481 -0.0018888671916211025 0.059236662371275839 0.00033313173358071296 -0.084533197060227397 -0.012621244777175081 0.026024076616899535
leaf_weight=21 21 33 20 29 24 23 33 27 196 32 24 142 24 135 20 21 24 28 20 20 21 32 25 62 200 34 1719 20 36 55
leaf_count=21 21 33 20 29 24 23 33 27 196 32 24 142 24 135 20 21 24 28 20 20 21 32 25 62 200 34 1719 20 36 55
internal_value=0 0.000171243 0.000380451 0.00013037 0.000897825 -0.00597767 -0.00830468 -0.0325128 -0.0031106 -0.020552 0.000580347 0.0105834 -0.000147873 -0.0172054 0.00473166 0.00101067 0.00135424 0.0295865 0.000706941 0.000308961 -0.00118886 -0.0223455 0.000147955 -0.00741499 0.00956868 0.0334732 -0.00065348 -0.0229691 -0.0383041 0.00413157
internal_weight=0 3100 3067 3046 2706 340 317 56 261 65 2682 182 2500 159 162 2341 2320 52 2268 2248 1935 115 1820 94 313 58 1795 76 56 255
internal_count=3121 3100 3067 3046 2706 340 317 56 261 65 2682 182 2500 159 162 2341 2320 52 2268 2248 1935 115 1820 94 313 58 1795 76 56 255
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=31
num_cat=0
split_feature=131 2 150 0 132 132 13 13 40 13 14 131 0 1427 4 16 52 159 14 11 0 52 14 160 0 4 0 2 3 42
split_gain=1.25266 2.69461 3.92608 2.33091 2.00868 2.60353 2.2791 1.84275 2.51357 2.21896 1.7545 1.86364 3.47057 2.30178 2.15146 2.12893 5.56498 6.80045 2.76767 11.1486 2.86389 4.77545 4.02834 2.82482 2.61061 6.78738 5.45968 5.25568 12.9795 3.91022
threshold=0.095205000000000026 0.25063000000000007 0.082565000000000013 -0.10607499999999999 0.31127000000000005 0.13401500000000002 -0.077944999999999987 -0.52014499999999986 -1.0000000180025095e-35 -0.42195999999999995 -0.47013499999999991 0.091440000000000007 -0.074229999999999977 0.086130000000000012 -0.021294999999999998 -0.088704999999999992 0.51358000000000004 -0.41538999999999998 0.023790000000000002 0.078065000000000009 -0.14832499999999996 -0.061194999999999992 -1.0000000180025095e-35 -0.55323499999999981 -0.04917499999999999 -0.10429499999999998 -0.030209999999999997 0.097220000000000015 -0.10519499999999998 0.12556000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -2 5 6 -5 8 -1 -9 -11 13 -13 15 -15 -12 17 -17 20 -20 21 -19 -22 -24 25 -25 -26 28 -28 -27
right_child=3 2 -4 4 -6 -7 -8 9 -10 10 11 12 -14 14 -16 16 -18 18 19 -21 22 -23 23 24 26 29 27 -29 -30 -31
leaf_value=0.0032211043871939182 0.029038685104117182 -0.051415544070303444 0.007235954365959126 -0.021314367028470671 -0.027652797708287838 0.034547057232164127 0.0065023188594222807 0.025876152035639144 -0.042546157957985997 0.023064567224355417 0.0038787988195424688 -0.0015805252928934668 -0.05064301086323602 0.042520100041292613 0.0036466720806700849 0.040833643282688153 -0.039775165435499873 0.047663954881330337 -0.068347497919091477 0.030158444643020633 -0.037730038724839689 -0.010305902899967301 -0.037471434109928932 -0.054845293775200844 0.042204526927656472 -0.0014820822455665402 0.075358825536637475 -0.011297180969801285 -0.004904966078218863 -0.044014232741160828
leaf_weight=24 39 25 21 36 20 27 162 33 24 32 769 46 21 24 35 37 39 30 27 20 32 27 22 25 39 1237 29 131 66 22
leaf_count=24 39 25 21 36 20 27 162 33 24 32 769 46 21 24 35 37 39 30 27 20 32 27 22 25 39 1237 29 131 66 22
internal_value=0 -0.000633867 -0.0246399 0.00633198 0.00271744 0.00541702 0.00144474 -0.000238211 -0.0196625 0.000101696 -0.000212162 -0.000490301 -0.0169583 -6.77207e-05 0.0194596 -0.000519175 -0.002416 -0.00158056 -0.00249991 -0.0264301 -0.00182237 0.0202045 -0.00260561 -0.00189015 -0.0013848 -0.00324983 0.00765179 0.00168915 0.0195966 -0.0022253
internal_weight=0 2837 46 284 245 225 198 2791 48 2743 2710 2678 67 2611 59 2552 1783 1744 1707 47 1660 57 1603 1571 1549 1284 265 226 95 1259
internal_count=3121 2837 46 284 245 225 198 2791 48 2743 2710 2678 67 2611 59 2552 1783 1744 1707 47 1660 57 1603 1571 1549 1284 265 226 95 1259
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=31
num_cat=0
split_feature=4 1443 1416 1426 16 160 4 13 403 16 52 1455 3 132 160 3 151 157 2 2 42 2 16 10 10 1 393 3 1 151
split_gain=1.3793 1.78131 1.51733 1.65812 3.14523 1.65364 3.71433 3.36019 3.6019 3.02377 2.563 2.6635 2.24127 5.05613 4.29917 4.27487 3.8467 3.69345 3.0917 4.34711 4.93468 4.33379 3.6433 2.51138 4.30526 2.29588 2.12432 2.36777 5.17838 2.24432
threshold=-0.58204499999999992 0.092480000000000021 1.0000000180025095e-35 -0.049534999999999989 0.41370500000000004 -0.089549999999999991 -0.37944499999999992 -0.085384999999999975 -0.085284999999999986 -0.4714549999999999 0.5140450000000002 0.10752500000000002 -0.13309499999999996 0.092880000000000004 -0.016279999999999996 -0.12018999999999998 -0.083034999999999984 -0.22776499999999997 0.079055000000000014 0.089525000000000007 0.094525000000000012 0.10803500000000001 0.40391000000000005 -0.089679999999999982 -0.39453499999999991 0.10684 0.11213000000000002 -0.097604999999999983 0.089875000000000024 -0.14575499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 9 -9 -8 11 12 13 14 -7 -14 -16 -17 -18 -20 21 22 -21 24 -19 -23 27 28 -25 -29
right_child=1 -3 -4 5 -6 10 7 8 -10 -11 -12 -13 15 -15 16 17 18 23 19 20 -22 25 -24 26 -26 -27 -28 29 -30 -31
leaf_value=-0.022936454802178419 -0.042380640455163446 0.028546317565170204 0.023162192531994412 0.047663319557905204 0.0078210894503475473 0.053235696473469346 -0.011923441038497034 -0.041357522423971782 0.00064310464224266554 0.023140904405976045 -0.03217782665406748 0.02899915681841473 -0.043932085911122465 -0.034169515639543534 -0.027408996467980059 -0.03634705971926451 0.044913357689424803 0.0048946268224556539 -0.029769035935401918 0.052660906180739403 0.060005099876295959 -0.042096475027501586 -0.0038388322329237349 -0.0018130343457941262 -0.051616104627744512 0.005818826253525913 0.023275352561393303 0.015678367508185465 -0.051482097599013101 -0.00083900839914725206
leaf_weight=26 26 22 28 20 24 24 31 22 284 119 26 30 24 25 26 30 27 28 25 25 21 20 21 76 26 20 37 86 29 1893
leaf_count=26 26 22 28 20 24 24 31 22 284 119 26 30 24 25 26 30 27 28 25 25 21 20 21 76 26 20 37 86 29 1893
internal_value=0 0.000192681 -1.03062e-05 -0.000223387 -0.0182838 7.81229e-05 0.00548358 0.00363359 -0.00237655 0.0158943 -0.000943313 -0.000617562 -0.000978302 0.00833197 0.0134159 -0.00195569 0.00825007 -0.00149881 0.0140811 0.00777451 0.0165464 0.00593435 0.0268675 -0.00101814 -0.0223142 -0.0181388 -0.000475948 -0.000897637 -0.0155312 -0.000121225
internal_weight=0 3095 3073 3045 50 2995 476 456 306 150 2519 2493 2463 234 209 2229 185 2205 159 132 107 86 46 2175 54 40 2121 2084 105 1979
internal_count=3121 3095 3073 3045 50 2995 476 456 306 150 2519 2493 2463 234 209 2229 185 2205 159 132 107 86 46 2175 54 40 2121 2084 105 1979
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=31
num_cat=0
split_feature=1209 0 3 1210 0 13 43 42 42 15 2 4 4 401 13 43 4 0 16 12 0 402 15 133 48 151 48 3 1 3
split_gain=1.30796 2.97189 2.08645 1.7899 2.74184 3.76119 2.31677 1.85552 4.25811 5.20326 3.87794 4.35744 3.84225 2.7504 2.447 6.82295 3.56682 3.4239 4.54962 3.34942 5.14194 4.54753 5.78132 3.93285 3.18618 4.47486 3.92019 3.29338 3.19249 3.057
threshold=0.082105000000000011 -0.086409999999999987 -0.092984999999999984 -0.0091799999999999989 -0.071339999999999987 -0.066634999999999986 -0.088704999999999992 0.11551500000000002 0.10077000000000001 0.040760000000000005 0.14285500000000004 -0.076779999999999987 -0.58204499999999992 0.12828500000000001 -0.088589999999999988 0.12266000000000001 0.27287000000000006 -0.04917499999999999 0.051380000000000002 0.082095000000000015 -0.16360999999999995 0.083170000000000008 -0.028889999999999996 -0.047229999999999987 0.10911000000000001 -0.091874999999999984 0.13504500000000005 0.11924500000000002 0.102705 -0.080289999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -7 8 12 -10 11 -9 -5 14 15 17 -17 19 -19 20 -14 22 29 -24 27 -26 28 -16 -27 -21
right_child=1 2 -4 7 -6 6 -8 10 9 -11 -12 -13 13 -15 24 16 -18 18 -20 21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00098236445337533955 0.033453643281717564 -0.028227251032367354 0.0063652573512894481 -0.039250693410635001 0.018473212661869503 -0.018162155378123986 -0.063046213963230999 0.0075117925421108265 0.0063326117790797184 0.053641872253501789 0.012815999498765452 -0.034333583688069332 -0.044590200390666725 0.036185745941475035 0.00095950949264697887 0.048740445944150133 -0.0054259438067674644 -0.069745939699086282 -0.0038458532094955444 0.0071035603806376456 0.0097150037702222643 0.0056290713711412716 -0.023907133292120238 -0.077468240980444289 -0.024289182433858515 0.022683716726561005 0.0032286906407939064 -0.029164346216900928 0.073829812248763824 -0.033327160642238597
leaf_weight=50 37 20 136 25 23 23 23 37 85 32 50 76 20 21 1899 31 20 22 20 45 136 61 26 29 20 26 36 37 23 32
leaf_count=50 37 20 136 25 23 23 23 37 85 32 50 76 20 21 1899 31 20 22 20 45 136 61 26 29 20 26 36 37 23 32
internal_value=0 0.00797365 0.00193032 -0.000525586 -0.012538 -0.0199678 -0.0406042 -1.6692e-05 0.000621212 0.0192719 -0.0103719 -0.020632 -0.000241631 0.000147837 -0.000156954 -0.00690284 0.0274987 -0.01139 -0.0383649 -0.00814374 0.0027528 -0.0169513 -0.0273862 -0.0521484 0.00130394 0.0182696 0.0282835 0.000383795 0.0466911 -0.00969882
internal_weight=0 193 156 2928 119 96 46 2809 2646 117 163 113 2529 2504 2483 442 51 391 42 349 156 193 132 55 2041 105 85 1936 49 77
internal_count=3121 193 156 2928 119 96 46 2809 2646 117 163 113 2529 2504 2483 442 51 391 42 349 156 193 132 55 2041 105 85 1936 49 77
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=31
num_cat=0
split_feature=1455 44 104 2 1 146 105 147 48 150 106 295 151 151 49 15 13 16 479 3 484 131 3 52 160 52 51 51 402 4
split_gain=1.26274 1.29229 1.70649 2.74419 1.66344 1.69808 1.85859 1.87535 2.21242 3.13523 1.78164 2.64177 1.28994 3.97174 3.69535 1.76964 4.01478 2.66211 2.60523 2.35231 2.15053 2.41134 2.87428 2.51201 2.97813 2.02997 2.02644 2.41817 2.14578 2.43096
threshold=0.11922500000000001 0.10049500000000001 0.089050000000000004 0.31765000000000004 0.15618500000000002 0.084720000000000004 1.0000000180025095e-35 0.10735000000000001 0.15068000000000001 0.13361500000000004 0.087690000000000004 0.082060000000000008 0.10932500000000002 0.085465000000000013 -0.23360999999999996 0.098485000000000017 -0.086254999999999984 -0.080509999999999984 0.088785000000000017 -0.053259999999999995 0.11803500000000001 0.095205000000000026 -0.017889999999999996 0.51358000000000004 -0.55248999999999981 -1.0000000180025095e-35 -0.030229999999999996 -0.42597499999999994 -0.41596499999999997 -0.010024999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 -1 18 -17 -18 20 25 21 23 26 24 -16 -19 27 -23 -28 -30
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 16 17 19 -20 -21 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.040193803648909801 0.022384124271571638 -0.021566652586417542 0.029129381086677314 -0.037096667671576149 0.022396131379134727 0.023104189877067846 -0.029379928433759646 -0.030723012015223507 -0.033142588678747413 0.032947134253857979 -0.025200445830705576 0.034666786833920264 -0.018928768898412173 0.035716625969977149 -0.039922429500147703 0.049885072310765582 0.039115717131644495 -0.031182187084447255 -0.028247312369400309 0.031922133707187397 0.015546165017138531 0.00024917379021644593 0.040391928473344219 -0.030190058370992062 -0.0011507042372776641 0.0011107183491381315 0.02062318672025059 0.049424019958823923 0.00139137026336458 -0.032348530151046301
leaf_weight=23 25 28 20 20 33 31 22 20 20 29 28 22 36 31 20 21 20 22 34 22 82 20 26 31 2100 169 36 20 81 29
leaf_count=23 25 28 20 20 33 31 22 20 20 29 28 22 36 31 20 21 20 22 34 22 82 20 26 31 2100 169 36 20 81 29
internal_value=0 -0.00018075 1.44273e-05 -0.000176616 6.7242e-05 -0.000178786 -0.000422299 -0.000205756 3.12294e-06 0.000231557 -9.86738e-05 0.000148373 -0.000120633 0.000122314 -0.000278057 5.78599e-05 0.00800745 0.00423307 -0.00075666 0.000957701 -0.000374377 -0.000926846 0.0092485 -0.00192972 -0.00151648 -0.00260888 0.00489512 0.0248366 -0.000568299 -0.00750369
internal_weight=0 3096 3068 3048 3028 2995 2964 2942 2922 2902 2873 2845 2823 2787 2756 2733 254 233 2479 213 2445 2363 212 2151 2120 191 186 40 146 110
internal_count=3121 3096 3068 3048 3028 2995 2964 2942 2922 2902 2873 2845 2823 2787 2756 2733 254 233 2479 213 2445 2363 212 2151 2120 191 186 40 146 110
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=31
num_cat=0
split_feature=158 1454 1444 1213 160 42 484 160 1 151 52 49 49 33 33 10 48 2 376 151 3 2 48 3 14 13 160 151 457 9
split_gain=1.25063 3.1565 2.47586 2.42788 1.9715 2.67837 1.69858 2.16247 4.61928 2.6958 2.70444 2.06779 2.01672 1.95416 1.81356 2.82237 5.38309 2.85721 2.74983 2.57143 6.31102 3.79828 5.0295 3.49934 4.17692 3.20116 2.92193 3.56897 3.11446 2.58579
threshold=0.085030000000000008 0.092835000000000015 -0.083144999999999983 -0.084774999999999989 -0.54200499999999985 0.089015000000000025 -0.28135999999999994 0.099315000000000014 0.099195000000000019 -0.0064299999999999991 -0.081429999999999989 0.15665000000000004 0.40762500000000007 0.089160000000000003 0.078905000000000017 -0.015579999999999998 0.086910000000000015 0.14530500000000005 0.087615000000000012 -0.08317999999999999 -0.097604999999999983 0.088055000000000008 0.089670000000000014 -0.24462999999999999 0.084525000000000003 -0.52014499999999986 -0.082179999999999989 -0.088534999999999989 -0.085584999999999981 0.082870000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -4 -6 11 9 -9 -11 13 -13 14 15 16 -8 18 19 20 -17 26 -23 -21 25 -25 28 -28 -22 -27
right_child=1 -3 4 -5 6 -7 7 8 -10 10 -12 12 -14 -15 -16 17 -18 -19 -20 23 21 22 -24 24 -26 29 27 -29 -30 -31
leaf_value=-0.035755192097276449 0.035240497488218052 -0.03278992362320423 -0.0060539448323349157 0.0053474285059362759 -0.025319853633741979 0.039107599469094444 -0.064240512135438618 0.024215953066678984 0.051896063284948474 0.005476691100214209 -0.040620138114318249 -0.036660642483911945 -0.0011578510398976506 -0.031082961814744133 0.028813243896833492 -0.029268115534875041 0.0047664866997645453 0.019531831879850844 0.02365144833094544 0.035527674977978069 0.017132069996517639 0.045527164902887308 -0.011923752259463072 -0.038680593281363446 -0.04350458880513907 -0.002468368017449386 0.046288259230830055 -0.0051284572075086616 -0.029976783506572249 0.022609872424176763
leaf_weight=20 30 20 24 288 28 29 20 35 24 35 20 32 32 21 21 37 26 71 45 24 23 64 20 24 25 1951 27 27 36 42
leaf_count=20 30 20 24 288 28 29 20 35 24 35 20 32 32 21 21 37 26 71 45 24 23 64 20 24 25 1951 27 27 36 42
internal_value=0 0.00574401 -0.00069762 0.00816753 -0.000443855 0.0186571 -0.000817416 -0.000561611 0.0129153 0.00252044 -0.0112858 -0.00115989 -0.0189092 -0.000706228 -0.000449317 -0.000698916 -0.0252366 -0.000231726 -0.000830111 -0.0013091 0.0086262 0.0157434 0.0318484 -0.00243439 -0.00288057 -0.00237705 0.00377158 0.0205799 -0.0116123 -0.00193988
internal_weight=0 338 2783 318 2763 53 2710 2682 114 90 55 2568 64 2504 2483 2462 46 2416 2345 2300 234 197 84 2066 2042 2017 113 54 59 1993
internal_count=3121 338 2783 318 2763 53 2710 2682 114 90 55 2568 64 2504 2483 2462 46 2416 2345 2300 234 197 84 2066 2042 2017 113 54 59 1993
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=31
num_cat=0
split_feature=45 448 1 147 448 11 157 15 15 3 3 2 10 10 401 12 11 51 13 155 49 0 16 1 0 457 4 3 2 124
split_gain=1.23121 1.18691 1.25131 4.38774 5.49594 3.38024 3.51822 4.4008 5.16484 3.37731 6.57576 7.18948 2.941 7.81645 3.39025 4.48063 2.74367 2.70277 3.94052 2.56623 2.47988 3.06633 2.58744 2.43283 3.07573 3.21071 5.98091 5.24013 3.07775 2.88231
threshold=-0.067109999999999989 0.068920000000000023 0.10508500000000001 0.085835000000000009 -0.065209999999999976 0.099410000000000012 -0.097649999999999987 1.0000000180025095e-35 0.13592500000000005 0.10299500000000002 0.12745000000000004 0.10467500000000002 -0.39453499999999991 -0.014199999999999999 0.085900000000000018 -0.10022999999999999 0.095165000000000013 0.10876000000000001 -0.061684999999999997 0.12016500000000001 -0.020744999999999996 -0.14001499999999997 -0.50992999999999988 0.10312500000000001 -0.23091999999999999 0.032140000000000009 1.0000000180025095e-35 -0.086554999999999979 0.087675000000000017 -0.076779999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 5 -5 6 -4 12 -9 16 11 -11 -8 -14 15 -15 19 20 -19 23 21 -17 -22 24 -2 29 27 28 -27 -26
right_child=1 -3 3 4 -6 -7 7 8 -10 10 -12 -13 13 14 -16 17 -18 18 -20 -21 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.024131802471709395 -0.02919403827100089 -0.024118704725988212 -0.038036522236855136 0.0031396568078419259 0.068597203120589256 0.039379112290866353 0.029733332519729934 0.069754188135266307 -0.0021126003935933112 -0.088866956496522542 0.014419233015385167 -0.0061195854274999533 -0.05109978657095663 0.034918529732385649 -0.032850383701069012 -0.049013096144888552 -0.028702471021449929 -0.015202954262495042 0.04043983929923603 -0.028244816645559286 0.025362209619155952 0.00051533298194408417 -0.0037658474661228973 -0.026236283175195708 -0.023254727572202684 0.0043551911466888022 0.050292635074741132 0.02112178184138036 -0.042963987864829883 0.0010513931397965089
leaf_weight=21 33 20 23 29 23 23 30 20 20 21 29 21 31 40 28 25 33 20 35 31 35 25 237 33 50 28 37 81 27 2012
leaf_count=21 33 20 23 29 23 23 30 20 20 21 29 21 31 40 28 25 33 20 35 31 35 25 237 33 50 28 37 81 27 2012
internal_value=0 0.000163473 0.00032115 0.0042413 0.032092 0.00179495 0.000275732 0.00188962 0.0338208 -0.000715211 -0.0222051 -0.0474933 -0.000634586 -0.00254853 0.000833692 0.00309545 -7.00615e-05 -0.000281001 0.0202061 0.000335114 -0.00378035 -0.0242489 -1.77519e-05 0.000720155 0.00111238 0.00155986 0.0146451 0.00494693 -0.0188742 0.000462011
internal_weight=0 3100 3080 644 52 592 569 546 40 2436 71 42 506 476 445 417 2365 377 55 2332 322 50 272 2301 2268 2235 173 136 55 2062
internal_count=3121 3100 3080 644 52 592 569 546 40 2436 71 42 506 476 445 417 2365 377 55 2332 322 50 272 2301 2268 2235 173 136 55 2062
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=31
num_cat=0
split_feature=47 45 3 1 4 8 33 106 1 1 121 16 149 151 49 16 3 15 43 1 4 3 2 3 3 52 16 0 133 15
split_gain=1.12521 2.35134 1.58883 1.63272 4.65391 2.73496 2.86827 2.16224 2.20117 2.02055 1.91872 1.80807 4.48766 5.34186 3.57406 4.64354 4.31526 3.79785 3.58096 12.336 5.71136 4.07325 3.4477 3.44389 3.16051 2.96508 3.36857 2.8585 4.49867 2.8098
threshold=0.14174500000000004 0.10526500000000001 0.63141500000000017 0.14516000000000004 0.51164000000000009 0.091215000000000004 0.082285000000000011 0.087690000000000004 0.13869000000000004 0.10124500000000002 -0.078059999999999977 0.0047850000000000011 0.079000000000000015 0.009020000000000002 -0.012404999999999998 0.38525000000000004 0.10299500000000002 -0.076244999999999993 -0.12152999999999999 0.077845000000000011 -0.42529999999999996 -0.10519499999999998 0.089320000000000024 0.092670000000000016 -0.073884999999999992 -0.10925999999999998 -0.014754999999999999 -0.07929499999999999 0.087720000000000006 -0.080694999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 10 -8 -1 25 13 14 -13 16 18 29 19 -16 23 -22 24 -20 -23 26 -12 28 -24 -17
right_child=-2 -3 -4 4 -6 -7 9 -9 -10 -11 11 12 -14 -15 15 17 -18 -19 20 -21 21 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.023805543857023999 -0.019956377521157267 0.031359552110855775 -0.027475007197686602 -0.0033347709624226701 0.053213604878295552 -0.034566296288824599 0.0041722602746449419 -0.031545273057947104 -0.028495488026075894 0.049122811220586302 0.040323533176830628 0.020668378520403402 0.042382843382656576 -0.052024807486062252 0.0030116965147581969 0.0043474012636579573 -0.055338096991181376 -0.0012374271132106849 0.040914204523950407 -0.096518108360469354 -0.053056933698446856 -0.034354238397688329 0.0574187770858407 -0.01084083514288068 0.010028062370561419 0.00063950750846032483 0.00026117906320926757 -0.0091371529362534714 -0.0067978946298050394 0.056136258522217923
leaf_weight=34 28 24 21 43 22 23 20 22 27 20 41 54 20 24 33 20 23 229 36 20 23 68 20 20 21 2013 43 83 24 22
leaf_count=34 28 24 21 43 22 23 20 22 27 20 41 54 20 24 33 20 23 229 36 20 23 68 20 20 21 2013 43 83 24 22
internal_value=0 0.000180659 -6.31642e-05 0.000125697 0.0158047 -0.00021595 5.09611e-05 -0.000313375 -7.62803e-05 0.0266475 0.000190985 -9.20235e-05 -0.00434175 -0.00563966 -0.00404017 -0.00611846 -0.0133871 0.00383238 -0.0106145 -0.0345467 -0.00631482 -0.0130501 -0.00879008 0.0224303 -0.023882 0.00140764 0.0198154 0.00178616 0.0223915 0.0314749
internal_weight=0 3093 3069 3048 65 2983 2960 2920 2898 40 2871 2837 740 720 696 642 371 271 348 53 295 239 216 56 89 2097 84 127 44 42
internal_count=3121 3093 3069 3048 65 2983 2960 2920 2898 40 2871 2837 740 720 696 642 371 271 348 53 295 239 216 56 89 2097 84 127 44 42
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=31
num_cat=0
split_feature=1455 47 47 13 12 3 47 47 47 47 47 48 13 12 151 0 151 15 40 13 1348 147 9 9 12 13 3 1 16 47
split_gain=1.17947 1.29915 3.14808 8.06654 2.1226 2.05138 2.39708 1.70565 2.00192 2.10785 3.68881 3.16989 3.89255 2.71517 2.64061 6.47012 4.69186 5.47614 2.87186 4.12753 3.52729 3.08414 3.10824 5.48851 2.61692 2.57108 2.31966 2.20862 2.25614 2.16732
threshold=0.11922500000000001 0.11227500000000001 0.10621500000000002 -0.068269999999999983 -0.085119999999999987 0.13524500000000003 0.11796000000000002 0.10280000000000002 0.099485000000000004 0.094825000000000007 0.085505000000000012 0.090085000000000012 -0.076599999999999988 0.090345000000000023 -0.090769999999999976 -0.080869999999999984 -0.086654999999999982 -0.090344999999999995 0.0064400000000000004 -0.059629999999999996 0.091105000000000005 0.10479500000000001 0.081890000000000004 0.09055500000000001 -1.0000000180025095e-35 -0.084419999999999981 -0.24462999999999999 0.102705 -0.011734999999999997 0.082095000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -3 6 -6 8 9 10 14 12 -12 -11 15 25 17 -16 20 -20 21 22 26 -24 -25 -1 -18 28 -27 -28
right_child=-2 4 3 -5 5 -7 -8 -9 -10 13 11 -13 -14 -15 16 -17 18 -19 19 -21 -22 -23 23 24 -26 27 29 -29 -30 -31
leaf_value=-0.013602009505244358 0.021633513942360877 0.020596365577408248 -0.011663055651146791 0.065849425591528427 -0.03058384995992211 -0.0400978848260517 0.0014477480854839086 -0.022412925942883116 0.030879584571257945 -0.043550601780414588 0.043762049699823065 0.050463132470846175 -0.008762594736939253 0.0058826855081133547 -0.064574250221252447 0.057880004781943106 0.025305120318251495 -0.0029213175040614958 0.0095842775888741027 -0.047051484327042301 -0.041835718366783119 0.036777473791785864 0.062165491575036536 0.026514744066766335 -0.022310864471870921 0.052883562658514294 -0.00070523304705564214 -0.0084282500358919318 0.0070591746808283716 -0.032243835418061778
leaf_weight=53 25 21 29 25 33 24 80 34 21 25 21 25 43 20 25 26 34 34 22 31 20 23 22 21 23 21 2272 24 22 22
leaf_count=53 25 21 29 25 33 24 80 34 21 25 21 25 43 20 25 26 34 34 22 31 20 23 22 21 23 21 2272 24 22 22
internal_value=0 -0.000174689 0.000300352 0.0242224 -0.00900806 -0.013546 -0.00790661 -0.000147563 0.000118059 -0.000110288 0.000236748 0.0202673 0.00847205 -0.0215803 -0.000424743 0.0126545 -0.00117389 -0.0290454 -0.000513475 -0.0235423 -1.26433e-05 0.000333431 -1.66998e-05 0.0213833 0.000992267 0.0028556 -0.000623402 0.0158743 0.0294385 -0.0010077
internal_weight=0 3096 2938 54 158 137 113 2884 2850 2829 2784 89 64 45 2695 146 2549 59 2490 53 2437 2417 2394 66 44 120 2328 67 43 2294
internal_count=3121 3096 2938 54 158 137 113 2884 2850 2829 2784 89 64 45 2695 146 2549 59 2490 53 2437 2417 2394 66 44 120 2328 67 43 2294
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=31
num_cat=0
split_feature=4 157 51 51 16 11 105 160 50 0 159 51 0 0 4 481 12 13 16 3 1 1375 10 48 1 15 1 49 0 33
split_gain=1.24072 1.86156 2.00039 1.4718 3.06654 2.15763 1.57467 1.59492 2.99768 3.77735 2.78183 2.63757 2.7984 6.90625 2.39535 2.40125 2.61058 3.49559 3.05064 2.69471 2.33458 2.33325 2.24743 2.4838 2.35093 2.16494 2.58534 2.08749 2.00352 1.98894
threshold=-0.58204499999999992 -0.48214999999999997 0.24916000000000002 0.14431500000000003 -0.010699999999999999 -0.072629999999999986 0.080965000000000023 -0.089549999999999991 0.12170000000000002 -0.074824999999999989 0.12693000000000002 0.11218000000000002 -0.23091999999999999 -0.24955499999999997 -0.16363499999999997 -0.079764999999999989 0.089300000000000004 -0.086354999999999987 -0.093244999999999981 0.086245000000000016 0.10684 0.097315000000000026 -0.094984999999999986 0.086665000000000006 0.14804000000000003 -0.52744999999999986 0.13743000000000002 0.0093850000000000027 -0.065229999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 10 11 -10 14 12 13 20 -7 -16 17 18 -17 -19 -9 22 23 -14 25 -24 29 -18 -11 -27
right_child=1 2 -4 4 -6 6 -8 8 9 28 -12 -13 21 -15 15 16 27 19 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.021753722730164345 0.024176955252187327 -0.032815836248919365 -0.024555611706367046 -0.0099073518321595409 0.040820528763847862 0.04102491308003664 0.026794294640421868 0.025293889836896035 -0.057262131607248669 0.017543568480759858 -0.027080669447779655 0.027151361677576515 -0.046846480269662365 -0.068518210078279171 0.024090225719070685 -0.0021612560323808552 0.0070445027465949649 -0.019715681777067357 0.038181513201059974 0.019979688674211502 -0.021859114723546166 0.027372803377608459 0.032102899365127086 0.00015256900502287824 0.026239993987661421 0.028757544898468518 -0.026804327214822961 0.037744092881413449 -0.026681106644017356 -0.00080728220993625001
leaf_weight=26 32 20 33 22 26 20 22 21 21 20 25 34 22 21 60 53 106 118 29 20 21 30 20 23 33 23 38 28 21 2133
leaf_count=26 32 20 33 22 26 20 22 21 21 20 25 34 22 21 60 53 106 118 29 20 21 30 20 23 33 23 38 28 21 2133
internal_value=0 0.000182745 -6.79287e-05 0.000198769 0.0175703 -8.08526e-05 0.00014018 -5.92722e-05 -0.00106109 -0.0227732 0.00535579 -0.000504602 -0.000898859 -0.0216945 0.00722425 0.00559137 0.00245597 -0.00424609 0.0121063 -0.0139627 0.00171739 -0.000334636 -0.000697299 -0.0228247 -0.000254159 -0.000649059 -0.000947618 0.0134593 -0.00510809 -0.000491887
internal_weight=0 3095 3063 3030 48 2982 2962 2940 2481 62 459 2419 2385 63 434 414 354 220 82 138 42 2322 2292 45 2247 2214 2194 134 41 2156
internal_count=3121 3095 3063 3030 48 2982 2962 2940 2481 62 459 2419 2385 63 434 414 354 220 82 138 42 2322 2292 45 2247 2214 2194 134 41 2156
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=31
num_cat=0
split_feature=392 0 11 129 1 0 0 12 38 0 8 33 48 48 4 151 42 48 48 4 1446 1446 159 3 1 2 131 15 43 43
split_gain=1.08012 1.37747 1.93924 1.75103 1.95557 5.08756 3.46579 3.00243 3.65215 2.23844 3.25341 2.38466 2.24579 4.57555 5.69546 3.85948 2.9972 2.7607 3.08758 8.75962 4.68361 2.62454 3.99006 2.47604 3.08978 2.16054 2.15315 3.01362 7.66366 2.71259
threshold=0.091685000000000003 0.22582000000000002 0.10553000000000001 0.11091000000000001 0.14699000000000004 -0.0058249999999999994 -0.073574999999999988 -0.12529499999999996 0.095410000000000009 0.16094000000000003 0.089885000000000007 0.085305000000000006 0.10911000000000001 0.10255000000000002 0.00063500000000000004 -0.091874999999999984 0.09832500000000001 0.096085000000000018 0.093265000000000015 -0.0092149999999999992 0.097670000000000021 0.11655500000000001 -0.038439999999999995 0.11658 0.10828500000000001 0.097845000000000015 0.095205000000000026 0.084195000000000006 -0.072864999999999985 0.0034250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 8 -1 10 11 12 13 17 -15 -14 23 18 20 -20 26 22 -22 24 -17 -19 29 28 -28 -9
right_child=-2 -3 -4 -5 5 -7 -8 9 -10 -11 -12 -13 15 14 -16 16 -18 25 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.054670517580499026 0.021590689810640787 -0.024541754745270896 0.028336565390539664 0.020584384500980379 -0.027243087661487086 -0.058171872014091131 0.021405472260812533 -0.000923737825124942 0.0017425947124138476 0.032034864702395034 -0.039948879829829649 0.030944910055647298 -0.016765128539220707 -0.0043457917736044955 -0.069277425008741289 0.024048505795653912 -0.01459883918054402 0.00078921771698421044 -0.07606911182403564 0.015371882102706217 0.062829505293457599 -0.0011096487194299698 0.0079438322725204329 0.0056500805309042338 0.072187200859189046 0.037554107482234644 -0.0025417231000028555 -0.0028136993476730442 0.053153493952205672 -0.010014855256000077
leaf_weight=22 23 23 24 40 27 21 32 1788 32 21 21 24 37 35 22 40 20 31 20 22 27 30 26 32 20 33 60 124 42 402
leaf_count=22 23 23 24 40 27 21 32 1788 32 21 21 24 37 35 22 40 20 31 20 22 27 30 26 32 20 33 60 124 42 402
internal_value=0 -0.000160292 2.2073e-05 -0.000200657 -0.000476778 -0.0159025 -0.000857428 -5.57424e-05 0.0233058 -0.000494228 -0.000733413 -0.000442928 -0.000710914 -0.00137963 -0.0294071 0.0112362 0.0204867 -0.000766362 -0.00128301 -0.0281714 -0.000831102 0.0225259 0.0359045 0.028114 0.0400947 0.0197461 -0.00163351 0.00765949 0.0203916 -0.00259252
internal_weight=0 3098 3075 3051 3011 80 59 2931 54 2877 2856 2835 2811 2662 57 149 112 2605 2541 42 2499 83 53 92 60 64 2416 226 102 2190
internal_count=3121 3098 3075 3051 3011 80 59 2931 54 2877 2856 2835 2811 2662 57 149 112 2605 2541 42 2499 83 53 92 60 64 2416 226 102 2190
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=31
num_cat=0
split_feature=1209 1209 133 1209 0 475 2 159 133 47 12 3 16 1211 1375 0 14 43 1444 123 0 2 1 50 1 52 52 3 1212 10
split_gain=1.11519 2.31508 1.64664 1.54085 3.35186 1.43302 2.46617 2.28071 1.54722 2.40347 3.88872 2.75992 1.53721 2.9449 2.4197 4.29875 2.58257 2.53417 2.6086 2.29107 3.48611 8.02355 2.34612 2.26924 3.22229 4.0994 2.17971 3.06643 2.92974 2.96738
threshold=0.094730000000000023 0.089895000000000017 0.41307000000000005 0.082105000000000011 -0.086409999999999987 -0.085684999999999997 0.10981000000000002 0.087995000000000004 0.087495000000000003 1.0000000180025095e-35 0.086915000000000006 -0.082484999999999989 -0.082779999999999979 0.094920000000000018 -0.092319999999999985 -0.16360999999999995 0.018475000000000002 -0.51144999999999985 -0.081774999999999987 0.084475000000000008 -0.11173999999999999 0.10774000000000002 0.10557500000000002 0.086295000000000011 0.088875000000000023 0.08257500000000001 0.096795000000000006 -0.083489999999999995 0.055770000000000007 -0.092019999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 6 7 8 9 10 11 -1 13 23 -14 -16 17 -17 -19 20 21 -20 -21 26 -25 -26 27 -7 29 -29
right_child=2 -3 -4 4 -6 12 -8 -9 -10 -11 -12 -13 14 -15 15 16 -18 18 19 22 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.058798933933888166 0.017139594493245213 -0.033434479062755901 -0.013263833298064446 0.046868956719779156 -0.00026783228580219053 0.0057297421187844019 -0.024966219011694196 0.042997350792090105 -0.015455150899166862 -0.013695394661691455 -0.006219095940468833 0.013989539030525419 -0.02890425587871245 0.029700350299842554 0.025964277567198647 -0.033651103602292447 -0.031831473628840139 0.025644500689073042 -0.065531668747807373 0.034367146529257299 -0.0026851295178601919 0.0051472368908839095 0.00093405031614371989 0.0012910525939956892 0.053033519152771026 -0.0016295848495286446 0.0097555723114821479 -0.042878227964753199 -0.03961467687040568 -0.0043279318304691155
leaf_weight=28 79 21 23 22 48 238 20 21 24 27 34 27 35 37 52 26 31 33 29 32 1371 36 61 102 34 23 152 21 28 406
leaf_count=28 79 21 23 22 48 238 20 21 24 27 34 27 35 37 52 26 31 33 29 32 1371 36 61 102 34 23 152 21 28 406
internal_value=0 -0.000347453 0.0102839 -0.000115689 0.0145466 -0.000466222 0.00815226 0.0122664 0.00765671 0.0124385 0.0203667 0.0368016 -0.00103409 0.00199423 -0.00288197 -0.00233692 -0.00324592 -0.00268789 -0.00217249 -0.00277286 -0.00375796 -0.0263864 0.0124379 0.000973185 0.011933 0.0309765 -0.00108908 -0.0034677 -0.00827867 -0.00622385
internal_weight=0 3019 102 2998 70 2928 181 161 140 116 89 55 2747 1041 1706 1671 1619 1588 1562 1529 1436 65 93 1004 159 57 845 693 455 427
internal_count=3121 3019 102 2998 70 2928 181 161 140 116 89 55 2747 1041 1706 1671 1619 1588 1562 1529 1436 65 93 1004 159 57 845 693 455 427
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=31
num_cat=0
split_feature=480 480 43 480 3 15 1 52 41 42 3 2 1 2 159 4 1176 160 2 52 160 2 4 0 2 3 0 52 52 16
split_gain=1.21643 1.44606 1.80063 1.42616 1.38419 4.03071 3.0397 4.26559 4.61989 9.91588 2.98543 18.1799 3.26168 2.61167 2.01388 1.93126 1.91282 1.90889 4.22278 3.11884 3.04535 4.84742 2.31441 5.42623 2.67669 4.37309 3.53806 9.12587 6.91516 6.5665
threshold=-0.10980999999999999 -0.080264999999999989 -0.081374999999999989 -0.063594999999999985 -0.13309499999999996 0.098485000000000017 0.12408500000000001 0.10744000000000002 0.08110500000000001 0.084755000000000011 -0.10217499999999997 0.10097500000000002 0.080270000000000022 0.082275000000000015 0.15326500000000001 0.25615500000000008 0.086345000000000019 0.11655500000000001 0.10402500000000002 0.0046550000000000003 0.10070500000000002 0.097845000000000015 -0.085594999999999991 -0.086284999999999987 0.092480000000000021 -0.074939999999999993 -0.11173999999999999 0.048520000000000008 -0.080114999999999978 -0.095564999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 8 9 13 11 12 -6 -5 16 -10 17 20 19 -19 22 -22 23 -12 26 -26 27 28 -24 -30
right_child=1 3 -4 4 10 -7 -8 -9 15 -11 14 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.023431283464147287 0.04027370097348467 -0.022961763651282701 -0.0021601409837603571 0.03548131187192418 0.016686285677643724 0.048813916246096295 0.038218721609724608 -0.035850707672793296 -0.04328419104542422 0.075262169218198824 0.034833495053699461 -0.1028565102815628 -0.026636910524219279 -0.0016942284632918995 0.031676407977938657 -0.003851225475470225 0.026301351416407638 -0.012739191987905012 -0.04462686479992925 0.033055501524358988 0.0037516497929270067 0.06234847469255328 -0.055137054568954881 0.0012537272683765394 0.014700530356210141 -0.0018140148280704174 -0.002980101162824593 -0.079456772365268657 -0.013801240889089447 0.058027675291232296
leaf_weight=22 20 27 20 22 57 21 23 29 23 22 59 20 25 134 20 27 27 58 31 20 48 20 21 261 225 558 1204 22 35 20
leaf_count=22 20 27 20 22 57 21 23 29 23 22 59 20 25 134 20 27 27 58 31 20 48 20 21 261 225 558 1204 22 35 20
internal_value=0 0.00016634 0.0190568 -8.06744e-05 0.000123082 0.00655901 0.00338989 0.000272918 0.00486759 0.012412 -0.000586261 -0.0173719 0.00347799 0.00354848 6.49892e-05 -0.0219904 -0.000177337 -0.000454225 -0.0134055 -0.000996963 0.000116615 0.020986 -0.000473456 0.007445 -0.00168876 0.00293154 -0.00446733 -0.0227389 -0.00632063 0.0123184
internal_weight=0 3099 40 3059 3032 301 280 257 228 178 2731 102 82 156 2629 50 2609 2582 109 78 2473 68 2405 320 2085 783 1302 98 76 55
internal_count=3121 3099 40 3059 3032 301 280 257 228 178 2731 102 82 156 2629 50 2609 2582 109 78 2473 68 2405 320 2085 783 1302 98 76 55
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=31
num_cat=0
split_feature=157 51 148 454 1365 1455 44 45 1444 43 1447 2 4 1453 2 0 448 481 481 482 3 1 43 158 3 3 121 2 3 16
split_gain=1.00176 1.56084 1.22917 1.68 1.67842 1.2301 1.82462 1.46391 1.80102 1.71837 1.73128 3.038 2.43329 1.67984 4.14668 2.55488 1.39616 1.30519 2.1464 1.88619 1.69305 2.07779 2.53923 1.97275 2.21557 2.15881 2.66981 2.45779 2.18786 2.32974
threshold=-0.48214999999999997 0.24916000000000002 -0.15852999999999998 -0.083524999999999988 0.08617000000000001 0.11922500000000001 0.10049500000000001 0.084355000000000013 -0.083894999999999983 -0.54673999999999989 -0.086059999999999984 0.091185000000000002 -0.070499999999999993 -0.048199999999999993 0.081135000000000013 -0.087519999999999987 0.030280000000000001 0.11244000000000001 0.056315000000000004 0.11816500000000001 0.63141500000000017 0.14804000000000003 -0.067199999999999996 0.085030000000000008 0.32202000000000003 0.12178000000000001 -0.080284999999999981 0.11215000000000001 0.10893000000000001 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -5 -10 11 12 -11 14 -12 -16 17 18 19 20 21 23 -23 24 25 26 -15 -27 29 -28
right_child=1 -3 3 4 -6 -7 -8 -9 9 10 13 -13 -14 16 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 27 28 -29 -30 -31
leaf_value=0.016137274923293213 0.024748078640550376 -0.021506339319817283 0.027408977233889426 -0.02425074622996392 -0.029198472760617735 0.022415664728032428 -0.02777608868976434 0.026871447116136551 0.028482891761121301 0.028639089331030848 -0.050790342324129913 0.046660172744166284 -0.0099748971327108908 0.034594868868589403 0.028332480350509288 -0.01544150743400678 -0.025928554227132174 -0.024874960968182203 0.03125919442285191 0.024824422532692555 -0.029377326518297199 -0.006855541033049424 0.038482804621259373 0.0083638514416913192 -0.032328332814833396 0.039853718515055689 0.01456412346978184 0.0037048383944613093 -0.030943491968971032 -0.0024268232029142902
leaf_weight=38 20 34 22 31 20 24 24 20 21 25 23 21 47 20 20 40 21 21 22 30 20 21 30 225 23 26 84 68 26 2054
leaf_count=38 20 34 22 31 20 24 24 20 21 25 23 21 47 20 20 40 21 21 22 30 20 21 30 225 23 26 84 68 26 2054
internal_value=0 -0.000198902 3.8701e-05 -0.000124451 -0.000325893 -0.000132571 -0.00031521 -9.0963e-05 -0.0002757 -1.83504e-05 -0.000227114 0.0131938 0.00343274 -0.000677057 -0.014689 -0.000850178 -0.000244879 -4.28724e-05 0.000153984 -0.000106508 -0.000394505 -0.000169571 0.0198141 -0.000573041 -0.00144692 -0.00113513 -0.00177378 0.0137035 -0.00210991 -0.00175926
internal_weight=0 3083 3049 3029 3007 2987 2963 2939 2919 2888 2867 93 72 2774 83 60 2691 2670 2649 2627 2597 2577 51 2526 2301 2278 2184 94 2164 2138
internal_count=3121 3083 3049 3029 3007 2987 2963 2939 2919 2888 2867 93 72 2774 83 60 2691 2670 2649 2627 2597 2577 51 2526 2301 2278 2184 94 2164 2138
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=31
num_cat=0
split_feature=4 1416 1443 12 475 475 480 3 15 130 2 15 43 0 12 12 0 52 4 1 2 16 132 4 0 14 4 3 13 147
split_gain=1.03542 1.51337 1.4999 1.72501 1.29946 3.28768 1.12533 1.1606 2.89663 2.88569 3.59802 4.92399 2.80652 2.73592 3.97693 3.45089 2.92509 3.9671 2.80707 2.7171 3.82971 2.69394 2.5668 3.15939 3.31112 2.27691 2.25535 3.35882 5.91798 2.96248
threshold=-0.58204499999999992 1.0000000180025095e-35 0.08623500000000002 0.087505000000000013 0.13528000000000004 0.093020000000000005 -0.085744999999999988 -0.13309499999999996 0.098485000000000017 -0.072444999999999982 0.080205000000000012 -0.040804999999999994 -0.20207499999999998 0.10455500000000001 0.091545000000000015 -0.12529499999999996 -0.14051499999999997 -0.057699999999999994 0.41816000000000003 0.11669000000000002 0.11411 -0.54656499999999986 0.081240000000000021 -0.27825499999999997 -0.14116499999999996 0.062655000000000016 0.033845000000000007 -0.11171999999999999 0.18141000000000002 0.093875000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 9 -8 11 -11 -12 15 -15 16 -9 -18 -19 20 22 -17 23 -14 -25 26 27 28 -23 -29
right_child=1 -3 3 -5 -6 -7 7 13 -10 10 12 -13 19 14 -16 21 17 18 -20 -21 -22 25 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.019872585741373211 -0.021161459973798352 0.023309966174253665 -0.002185059640685032 0.031488343444652858 -0.023063172280788424 0.039258577444014099 0.03761242870241404 -0.013478912673890592 0.042639274299144748 -0.0089086678387089221 -0.037799279246479273 0.057265631149968382 0.011850785113178022 -0.051423593270234193 0.0012298179091885686 0.02822854257519207 -0.0048424921974184968 0.021793465632945302 0.074140682390757981 0.030022097881073542 -0.045294132151386959 -0.063648238168521373 0.030961696363308214 0.0032748042605817321 -0.05235951685285925 -0.028816341354201237 -0.0067717148536891288 0.00073294288831145856 0.0081557789021947727 0.037645819368348883
leaf_weight=26 26 28 29 32 25 21 22 20 20 22 25 23 43 26 32 31 21 20 21 23 22 22 22 20 23 30 546 1854 24 22
leaf_count=26 26 28 29 32 25 21 22 20 20 22 25 23 43 26 32 31 21 20 21 23 22 22 22 20 23 30 546 1854 24 22
internal_value=0 0.000166943 -4.43403e-05 0.0154797 -0.000359365 -0.000168961 -0.000448683 -0.000265135 0.0060468 0.00305966 -0.000349137 0.0249138 -0.00673582 -0.000891835 -0.0223734 -0.000414648 0.019775 0.0305021 0.0486055 -0.00166009 -0.0072654 -0.00106928 0.000481188 -0.00731615 -0.0264831 -0.00143286 -0.0011 0.000511218 -0.0261853 0.00116582
internal_weight=0 3095 3067 61 3006 2981 2960 2934 265 245 223 45 178 2669 58 2611 82 62 41 153 130 2529 108 86 43 2498 2468 1922 46 1876
internal_count=3121 3095 3067 61 3006 2981 2960 2934 265 245 223 45 178 2669 58 2611 82 62 41 153 130 2529 108 86 43 2498 2468 1922 46 1876
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=31
num_cat=0
split_feature=11 16 401 0 41 0 402 2 3 2 159 151 133 49 475 2 1417 128 4 3 16 52 159 39 39 14 43 49 13 49
split_gain=0.967488 1.0814 3.78742 5.58279 5.53834 3.89334 3.16948 2.92182 9.0875 4.13812 2.80038 2.47786 2.39775 2.38091 2.11013 4.29587 2.41404 2.61619 2.31694 4.20733 3.42678 1.94281 4.77523 3.19334 5.98739 3.95149 2.85893 2.61504 2.54256 3.10036
threshold=-0.072629999999999986 0.0047850000000000011 0.080710000000000018 -0.060129999999999996 0.079885000000000025 -0.079984999999999987 -1.0000000180025095e-35 0.10613000000000002 0.12745000000000004 0.091055000000000011 0.030370000000000005 -0.083294999999999994 0.088385000000000005 -1.0000000180025095e-35 -0.085684999999999997 0.089885000000000007 -1.0000000180025095e-35 0.092940000000000009 -0.42529999999999996 -0.10831999999999999 0.19444000000000003 -0.091869999999999993 0.076905000000000015 0.10076500000000001 0.10661000000000002 -0.10708499999999999 -0.50775499999999985 0.094245000000000009 0.0049450000000000006 -0.008964999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 21 4 -4 5 7 -7 9 -9 10 13 -8 -11 -3 15 -13 -16 18 20 -20 -18 22 -2 25 -25 27 -27 -23 29 -28
right_child=1 2 3 -5 -6 6 11 8 -10 12 -12 14 -14 -15 16 -17 17 -19 19 -21 -22 23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-0.021391789428889751 0.045974010048490582 0.01504913566067167 0.00098551188906033848 -0.070551579780876644 0.050570358224213123 -0.032109823712596186 0.032525492059411826 -0.085380042663642353 0.0065876754593442791 0.033749762826067002 -0.05005234515666962 0.052885441951777627 -0.0098259253508370861 -0.025922451873083376 0.032657796181738377 0.0012782559333438125 0.035807963983426172 0.032365355603396893 -0.047019586684527222 -0.005522830805486224 -0.0034952449266058513 0.047734062001109127 0.0020492523762801985 -0.064876461809589753 -0.0029678367711908995 0.034914843970909715 -0.007225497060643897 0.0017238953283854894 -0.0095312121617735501 0.0035102698033567569
leaf_weight=21 33 23 24 20 20 27 27 21 22 28 25 23 23 37 20 54 31 20 27 257 78 30 99 21 61 24 331 21 237 1436
leaf_count=21 33 23 24 20 20 27 27 21 22 28 25 23 23 37 20 54 31 20 27 257 78 30 99 21 61 24 331 21 237 1436
internal_value=0 0.000144912 -0.00300339 -0.0315313 -0.00135827 -0.00275608 0.00132198 -0.0156054 -0.0383268 -0.00842141 -0.021933 0.00300291 0.014098 -0.0102167 0.00143995 0.0166934 -0.00127255 -0.00291567 -0.00471114 -0.00946794 0.00768273 0.00125293 0.0130304 0.000533525 -0.0188225 0.00129697 0.000605605 0.0287887 0.000194716 0.00149921
internal_weight=0 3100 807 44 763 743 564 179 43 136 85 537 51 60 510 77 433 413 393 284 109 2293 132 2161 82 2079 2028 51 2004 1767
internal_count=3121 3100 807 44 763 743 564 179 43 136 85 537 51 60 510 77 433 413 393 284 109 2293 132 2161 82 2079 2028 51 2004 1767
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=31
num_cat=0
split_feature=4 157 1443 12 480 159 157 48 48 3 157 157 43 484 1209 16 51 2 4 2 3 11 403 160 484 3 3 43 0 0
split_gain=1.10773 1.23403 1.17365 1.60265 1.427 1.33825 1.82538 2.09516 2.02028 1.49976 1.33237 6.05538 2.86113 2.36162 1.98778 2.08705 1.91036 2.07492 1.52781 3.3722 3.31279 3.67661 3.1097 2.7989 2.87779 2.42061 2.27028 3.8304 2.43001 2.00108
threshold=-0.58204499999999992 -0.50331999999999988 0.084655000000000022 0.086915000000000006 -0.039079999999999997 0.14765500000000001 -0.24909499999999998 0.16377500000000003 0.14174500000000004 -0.079594999999999985 -0.082259999999999986 -0.081749999999999975 -0.0037449999999999996 -0.0018849999999999997 0.082105000000000011 -0.042349999999999992 0.13831000000000002 0.11293500000000002 -0.085594999999999991 0.11585500000000001 -0.24210499999999999 0.085155000000000022 -0.53101999999999994 0.08325500000000001 -0.017214999999999998 -0.090809999999999988 0.11296500000000002 -0.0040649999999999983 0.041630000000000007 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 9 8 10 -6 12 -12 13 -8 16 -16 18 -18 19 20 -13 23 -20 24 -22 -26 27 -27 -29 -24
right_child=1 2 3 -5 5 -7 7 -9 -10 -11 11 14 -14 -15 15 -17 17 -19 22 -21 21 -23 29 -25 25 26 -28 28 -30 -31
leaf_value=-0.020554865151643755 0.022300131112337113 -0.024594675299401084 -0.0029730577021837238 0.027102145210311221 -0.0033291767148867901 0.025042313088973363 0.024793695215420384 0.032265819273889065 -0.027961935221145935 -0.040771765117533505 -0.054013052760135565 0.04625296291895211 0.03494545650301558 -0.0045553047934790026 0.0055843277335841145 0.036092566584165285 -0.0019585589412599801 0.043592696173582225 -0.028046278060798575 -0.032009781058877709 0.038103303671897654 -0.020449352932765202 -0.0013996199867660365 -0.024320036041899584 0.017003327165908032 0.0093439922497574514 0.028365306314080952 -0.051652784552425147 -0.0066527295236786209 -0.031069167525224064
leaf_weight=26 25 24 34 37 23 21 36 20 26 20 21 20 33 115 163 26 20 20 46 24 35 51 1953 24 131 56 20 24 24 23
leaf_count=26 25 24 34 37 23 21 36 20 26 20 21 20 33 115 163 26 20 20 46 24 35 51 1953 24 131 56 20 24 24 23
internal_value=0 0.000172674 -7.51683e-06 0.0126999 -0.00030836 -0.000112437 -0.000291262 1.08615e-05 -0.000212279 -0.0207443 3.95504e-05 -0.000525401 0.00827127 0.00244181 -0.00010313 0.00978123 -0.000859158 0.0208171 -0.00121582 0.00435823 0.00662533 0.00445395 -0.00234331 0.00849875 0.0112148 0.00752421 -0.00249002 -0.00842374 -0.0291528 -0.00174496
internal_weight=0 3095 3070 71 2999 2975 2954 2911 2891 43 2865 2681 184 151 2660 189 2471 40 2431 409 385 365 2022 314 290 255 124 104 48 1976
internal_count=3121 3095 3070 71 2999 2975 2954 2911 2891 43 2865 2681 184 151 2660 189 2471 40 2431 409 385 365 2022 314 290 255 124 104 48 1976
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=31
num_cat=0
split_feature=8 9 34 0 12 158 38 13 149 3 149 43 4 12 455 48 3 3 48 4 48 52 15 51 51 49 3 14 42 151
split_gain=1.04444 1.56532 1.9599 1.56493 1.59406 3.80585 2.73763 1.64224 1.61462 3.6576 2.57519 3.4406 1.90787 1.59492 1.52092 1.39409 4.56736 3.28114 3.25685 3.53336 2.78271 4.25392 2.02322 1.81781 2.94673 2.06992 2.49691 2.01094 1.75478 1.75161
threshold=0.099635000000000015 0.092890000000000014 -0.11726499999999999 0.18019500000000002 -0.12529499999999996 0.083705000000000016 0.095410000000000009 0.40528500000000006 0.08618000000000002 -0.07359499999999998 0.07770500000000001 -0.52440999999999993 -0.52556499999999995 -0.096104999999999982 0.092985000000000012 0.10911000000000001 0.13524500000000003 0.0041950000000000008 0.10255000000000002 0.00063500000000000004 0.092065000000000022 -0.081934999999999994 -0.084564999999999987 0.12547500000000003 0.11594500000000001 0.10269000000000002 -0.079864999999999978 0.084525000000000003 0.10410000000000001 0.15288500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 10 -10 11 -6 -13 -14 15 18 17 28 20 -20 23 -22 -23 24 27 26 -25 29 -17 -15
right_child=-2 -3 3 -5 7 -7 -8 -9 9 -11 -12 12 13 14 -16 16 -18 -19 19 -21 21 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.031280854437500241 0.022226194469701678 -0.022153148520737888 0.052276617245605367 -0.022479402706507716 -0.03897067802431791 -0.02102432902458878 0.005930272936820984 0.023021825154622397 0.0043406672535404086 -0.048973637641492214 0.032444146640288336 0.024535207113912029 -0.021322510872657102 -0.00059989808635767152 0.023934780949583422 0.015290072346311613 -0.030487298298006255 0.045927631246546904 -0.0045447778052595611 -0.055977211892604829 -0.023296432375260023 0.016568952371530676 0.052079099807001296 0.051007742328303199 -0.039811776364222173 -0.013223634846508504 0.0080416633551450151 -0.024076084959271708 -0.018406318146735431 -0.028337074711959329
leaf_weight=20 21 32 26 31 23 21 25 30 31 22 24 31 36 2251 26 68 24 30 34 22 23 68 21 21 20 21 38 38 20 23
leaf_count=20 21 32 26 31 23 21 25 30 31 22 24 31 36 2251 26 68 24 30 34 22 23 68 21 21 20 21 38 38 20 23
internal_value=0 -0.000150565 7.89279e-05 -0.000125809 0.000103876 0.0148047 0.0295578 -0.000255532 -0.000495093 -0.0177898 -0.000174821 -0.000450669 -0.00013594 -0.000410655 -0.000136701 -0.000366627 0.00927981 0.017368 -0.000897554 -0.0247504 -0.000368331 0.0150405 0.0249478 -0.00108383 -0.0015923 0.0137381 0.0233347 -0.00126168 0.0076318 -0.000880441
internal_weight=0 3100 3068 3048 3017 72 51 2945 2915 53 2862 2838 2815 2784 2748 2722 142 118 2580 56 2524 112 89 2412 2332 80 59 2312 88 2274
internal_count=3121 3100 3068 3048 3017 72 51 2945 2915 53 2862 2838 2815 2784 2748 2722 142 118 2580 56 2524 112 89 2412 2332 80 59 2312 88 2274
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=31
num_cat=0
split_feature=4 11 43 52 12 51 52 4 1 393 43 1211 1186 16 401 1212 133 0 13 157 4 0 1 160 13 52 16 402 2 15
split_gain=1.11013 1.08682 6.01343 1.99369 3.72287 3.7202 2.41052 2.09974 1.71771 1.5115 1.41061 3.1091 2.90912 3.12968 2.71612 3.10065 5.21652 2.70358 3.06098 2.58435 2.95177 4.73548 17.1688 4.30546 3.92038 3.07709 3.19665 3.01688 3.17675 4.8066
threshold=-0.58204499999999992 0.077290000000000011 0.084740000000000024 -0.0092699999999999987 0.095330000000000012 0.078435000000000019 -0.54663499999999987 0.40473500000000007 0.10389500000000002 0.11213000000000002 -0.0040649999999999983 0.085535000000000014 0.084720000000000004 -0.013024999999999998 0.12463 0.091315000000000021 0.032270000000000007 -0.11756999999999999 0.00084500000000000016 -0.082259999999999986 -1.0000000180025095e-35 -0.11173999999999999 0.090540000000000023 0.022560000000000004 0.065590000000000009 -0.067494999999999986 -0.13088499999999997 0.10686000000000002 0.11389000000000002 -0.0088349999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 6 7 -3 -5 -6 10 11 12 14 -14 15 17 -17 18 -2 -12 21 22 -21 27 -23 -25 -27 28 -22 -30
right_child=1 2 -4 5 8 -7 -8 -9 -10 -11 19 -13 13 -15 -16 16 -18 -19 -20 20 23 24 -24 25 -26 26 -28 -29 29 -31
leaf_value=-0.020577113487972663 -0.0070200123720698896 0.0081110869322649458 0.054224048389975604 -0.04787991860260566 -0.027583720069378617 0.022159809376234595 0.054411651550427736 -0.0078931875430561359 0.0062733454369874892 0.019747656437794907 0.019657107167269872 0.029788836529730141 0.0038479035099347435 0.054917175546288492 0.027788025359897051 -0.0036429043929531893 -0.061568653837523683 0.0012305083970565959 -0.050705090463161476 -0.085056358860696069 0.0077811490808578718 -0.0039852547236339398 0.012164513002603482 0.058192778993397955 -0.049187580384314061 0.036140074564710904 -0.01852407139260322 -0.039301728528170363 -0.0043111524343239288 -0.057082148678600786
leaf_weight=26 81 22 24 24 23 23 23 29 43 37 46 37 30 20 34 53 22 1505 20 34 204 472 39 20 20 23 20 21 126 20
leaf_count=26 81 22 24 24 23 23 23 29 43 37 46 37 30 20 34 53 22 1505 20 34 204 472 39 20 20 23 20 21 126 20
internal_value=0 0.000172861 0.00710082 0.00105292 0.00959676 -0.0114256 0.0317758 -0.0260004 -0.00552533 -0.000334004 -0.000594988 0.00110009 0.000498686 0.0242756 -0.000194518 -0.000760495 -0.0206345 0.000167617 -0.0156705 -0.00351799 -0.00458511 -0.00934919 -0.0331164 0.00161697 -0.00582275 0.0257872 0.0107149 -0.00248741 -0.000278554 -0.0115401
internal_weight=0 3095 211 187 111 76 45 53 66 2884 2847 1802 1765 50 1715 1681 75 1606 101 1045 999 565 73 434 492 63 43 371 350 146
internal_count=3121 3095 211 187 111 76 45 53 66 2884 2847 1802 1765 50 1715 1681 75 1606 101 1045 999 565 73 434 492 63 43 371 350 146
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=31
num_cat=0
split_feature=1212 43 402 402 2 1 4 43 1212 2 1209 4 43 160 131 481 2 13 52 12 2 15 148 10 10 12 13 43 52 2
split_gain=0.995375 3.24989 2.19788 5.40547 3.39433 3.32016 3.1955 2.91398 2.02231 1.62388 1.47326 1.40812 1.26184 1.31748 2.33122 2.18182 2.16489 3.80662 2.16531 2.12964 2.08983 1.89722 2.01817 2.28008 3.07601 2.46851 2.13516 3.18874 3.8243 3.09802
threshold=-0.040879999999999993 0.0041500000000000009 0.10686000000000002 0.095250000000000015 0.09678500000000001 0.084525000000000003 -0.58204499999999992 -0.023869999999999995 -0.42670499999999995 0.085345000000000018 -0.074484999999999982 -0.086254999999999984 -0.52440999999999993 -0.089549999999999991 0.088845000000000021 -0.085474999999999982 0.090425000000000019 -0.085384999999999975 0.029970000000000007 0.083935000000000023 0.084715000000000013 -0.52744999999999986 0.10090000000000002 -0.092019999999999977 -0.23633499999999996 -0.12529499999999996 -0.086354999999999987 0.10915000000000001 -0.0073049999999999999 0.09580000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 6 9 7 -2 -4 -1 -5 -8 -10 -12 14 15 -14 17 -17 -18 -19 -21 -15 23 24 -23 -25 27 28 -27 -29
right_child=2 -3 5 4 -6 -7 10 -9 11 -11 12 -13 13 21 -16 16 18 19 -20 20 -22 22 -24 25 -26 26 -28 29 -30 -31
leaf_value=-0.003537809664849192 -0.036217743381857868 -0.011373465139863653 0.02384657480195165 0.030598007366061209 0.06272421687841416 -0.04494420949507643 -0.018665103389080184 -0.017830304397890965 0.0025865814238786697 -0.0071223600673311878 0.020386558858056864 0.030037198323957827 0.029363914252054403 0.027294350253499074 -0.012271869459322522 0.016170695057559397 0.035093603395473433 -0.039315370132249818 0.0073053671687375761 0.019359444005584175 -0.017204599939631644 -0.0046742725512012844 0.028553533206947826 0.021577695165963279 -0.051937068961117244 -0.0010407134134266017 -0.00027923178068315312 0.039829523563385011 -0.022520034276436323 -0.0090235837631755418
leaf_weight=40 25 67 25 25 20 27 43 51 25 21 30 74 41 23 70 62 34 27 160 22 54 40 22 46 21 160 1642 25 172 27
leaf_count=40 25 67 25 25 20 27 43 51 25 21 30 74 41 23 70 62 34 27 160 22 54 40 22 46 21 160 1642 25 172 27
internal_value=0 0.00671788 -0.000474745 5.07796e-05 0.0283313 -0.0148221 -0.000628941 -0.0041208 0.0154382 0.0133778 -0.000301959 0.0231052 -7.10596e-06 -0.000238152 0.00456353 0.00750972 0.00501384 -0.0034065 0.0121755 -0.0151908 -0.00662027 -0.00127433 -0.00157924 -0.00189003 -0.0209451 -0.00132905 -0.00184914 -0.00856213 -0.0121686 0.0144635
internal_weight=0 206 2915 2812 66 103 2746 76 139 46 2721 99 2678 2648 470 400 359 165 194 103 76 2178 2155 2133 61 2072 2026 384 332 52
internal_count=3121 206 2915 2812 66 103 2746 76 139 46 2721 99 2678 2648 470 400 359 165 194 103 76 2178 2155 2133 61 2072 2026 384 332 52
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=31
num_cat=0
split_feature=3 1 148 48 4 12 12 0 12 9 2 52 12 16 3 39 2 49 52 0 0 3 2 376 15 43 15 4 0 0
split_gain=1.07608 1.00564 5.11745 3.54518 2.44052 2.68178 6.24764 2.66727 2.32394 2.06693 2.21969 4.40362 3.8207 2.92981 3.07871 2.72476 2.82513 2.67366 2.28513 2.01184 4.46134 2.39857 2.13124 1.9453 1.91132 7.02177 4.67176 9.69611 10.1973 7.67941
threshold=0.63141500000000017 0.10638500000000002 -0.083019999999999983 -0.086869999999999989 -0.49405499999999997 0.11734000000000001 0.096475000000000019 -0.07403499999999999 0.14472000000000004 -0.087089999999999987 0.11362000000000001 -0.080114999999999978 -0.077884999999999996 -0.27167499999999994 -0.0049599999999999991 0.10308000000000002 0.11728500000000001 0.14233500000000002 0.12354000000000001 -0.036484999999999997 -0.10151999999999999 0.14121000000000003 0.16394500000000004 0.084545000000000009 0.040760000000000005 -0.51144999999999985 -0.0079099999999999986 -0.16363499999999997 -0.076579999999999995 -0.10836499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 -3 -4 -5 6 9 -8 -7 -6 11 12 -11 14 -13 16 -12 18 19 20 21 -18 -22 24 25 -1 -27 -28 29 -29
right_child=-2 2 3 4 5 8 7 -9 -10 10 15 13 -14 -15 -16 -17 17 -19 -20 -21 22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.059715853682295844 -0.021550224008767504 -0.045994385685771709 0.045787783658930235 0.037425931418935458 -0.023345787610615728 0.050483613230642821 -0.054335204866670428 -0.013700684356237098 0.0039758234200152481 -0.039655530364030883 -0.023382706830984562 -0.011400185174446692 0.012584990857257731 0.046499193064412296 0.034788470414857713 -0.025996951553679537 0.046276650166449447 -0.016673121812442942 0.041216082100210522 0.036708786584098228 -0.042142675512216315 0.00056377591734582731 0.0029612416308373215 0.020344009259065918 0.0019263426895192292 0.00019502754697495956 0.0027192246178974928 -0.069731334579132859 -0.084592388523742568 0.00068495700104256809
leaf_weight=22 23 20 21 21 23 21 21 70 22 21 29 27 42 49 31 32 24 30 29 22 22 22 20 43 1119 1045 138 21 32 59
leaf_count=22 23 20 21 21 23 21 21 70 22 21 29 27 42 49 31 32 24 30 29 22 22 22 20 43 1119 1045 138 21 32 59
internal_value=0 0.000159992 0.00376556 0.00542699 0.00396059 0.00269888 0.000691936 -0.0230779 0.0266889 0.00580554 0.00748174 0.0161465 -0.00482852 0.0284962 0.0132869 0.00107736 0.00545301 0.0104012 0.0162445 0.00966111 0.00289919 0.024414 -0.0206646 -0.000740308 -0.00111249 -0.00369445 -0.00274274 -0.0150226 -0.0368831 -0.0177993
internal_weight=0 3098 619 599 578 557 514 91 43 423 400 170 63 107 58 230 198 169 139 110 88 46 42 2479 2436 1317 1295 250 112 80
internal_count=3121 3098 619 599 578 557 514 91 43 423 400 170 63 107 58 230 198 169 139 110 88 46 42 2479 2436 1317 1295 250 112 80
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=31
num_cat=0
split_feature=11 1130 47 45 1 39 39 0 13 39 374 106 8 16 149 1446 14 0 48 151 4 155 13 12 133 47 43 1 52 399
split_gain=1.02678 0.970218 1.05595 1.89193 1.12213 1.33382 3.85069 2.56979 1.88071 1.85296 3.53888 2.18295 2.10611 2.04422 3.56428 5.58089 2.56789 3.76667 2.33569 3.50586 3.33518 2.45361 2.44507 2.21884 3.72432 3.39708 3.15258 8.86074 3.84715 2.90556
threshold=-0.072629999999999986 1.0000000180025095e-35 0.14174500000000004 0.094030000000000016 0.15618500000000002 0.10076500000000001 0.10616500000000001 0.18019500000000002 0.043850000000000007 0.090880000000000016 0.086450000000000013 0.087390000000000009 0.091215000000000004 0.0047850000000000011 0.078320000000000015 0.087090000000000015 0.078320000000000015 -0.13843999999999998 0.10911000000000001 -0.091874999999999984 -0.16363499999999997 0.089885000000000007 -0.083254999999999982 0.091715000000000005 0.11269500000000002 0.10280000000000002 0.0034250000000000005 0.089875000000000024 -1.0000000180025095e-35 0.091580000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 9 -8 10 11 12 13 18 15 16 17 -15 20 -20 -2 23 -21 24 26 29 -22 28 -28 -25
right_child=1 -3 -4 -5 -6 6 8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 22 21 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.022037558434974583 0.041848733325023202 0.022103314772248268 -0.019682414759019461 0.022969845837603014 0.017973217850222305 -0.050906807482242591 0.0084054761481556026 0.028731422208910506 -0.025144122509906691 0.016607135145386566 -0.038057235091924671 -0.029102777499848832 -0.030122909516743991 0.040428376160562045 0.037174776168540119 -0.042887991273432582 -0.037817773719628654 -0.0036948133766114034 -0.011409725997752201 0.0090647205337882047 0.0024215523886034211 -0.031664942255567596 0.055196275534453221 0.0064414235000078077 -0.021620918312763068 -0.030189888575114312 0.035158631816992296 -0.064601965772884865 -0.0089939225702915047 0.038501013331115247
leaf_weight=21 20 20 27 36 34 20 55 31 24 64 25 26 23 20 20 38 21 593 24 20 1094 23 27 490 82 24 23 27 139 30
leaf_count=21 20 20 27 36 34 20 55 31 24 64 25 26 23 20 20 38 21 593 24 20 1094 23 27 490 82 24 23 27 139 30
internal_value=0 0.000149287 6.72809e-06 0.000180854 -9.10728e-05 -0.000296968 -0.01171 9.4812e-05 -0.00178681 -0.000216346 -0.0006024 -0.000263626 1.02301e-05 0.000265502 -0.00442612 -0.00566425 -0.00343317 -0.00225523 0.00187035 0.0196868 0.00122231 0.00080175 0.0355658 0.00119291 -0.000959338 0.00659333 0.000361199 -0.0115649 -0.00272535 0.00829102
internal_weight=0 3100 3080 3053 3017 2983 99 2884 79 2853 2789 2764 2738 2715 692 672 634 613 2023 71 1952 1932 47 1909 1365 544 1283 189 162 520
internal_count=3121 3100 3080 3053 3017 2983 99 2884 79 2853 2789 2764 2738 2715 692 672 634 613 2023 71 1952 1932 47 1909 1365 544 1283 189 162 520
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=31
num_cat=0
split_feature=8 1 0 45 0 46 480 43 160 42 43 42 12 129 1186 129 13 42 12 375 13 2 1213 1213 43 128 399 130 42 43
split_gain=0.899542 1.50601 3.81834 2.26919 2.03815 1.29166 1.05909 1.24901 1.17794 4.77898 1.48179 1.34949 1.99368 1.71026 1.81334 2.46647 2.59832 1.78397 1.98201 1.48624 1.52388 1.82999 1.58202 1.85372 1.72164 1.52016 1.50295 1.78205 1.76476 1.93558
threshold=0.099635000000000015 0.14699000000000004 -0.0058249999999999994 0.10526500000000001 -0.073574999999999988 -0.043074999999999995 0.12106000000000001 0.51518000000000008 -0.55323499999999981 0.087550000000000017 -0.54673999999999989 -0.14148999999999998 0.092995000000000008 0.085790000000000019 0.084720000000000004 0.090035000000000018 -0.0069799999999999992 -0.080354999999999982 0.090840000000000018 0.086215000000000014 0.24813000000000004 0.092120000000000021 0.12389500000000002 0.104315 -0.0098449999999999979 0.11738000000000001 0.10153500000000001 0.101595 -0.093284999999999993 -0.089499999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -3 -1 7 8 9 -7 -10 12 -12 19 15 -15 -17 18 -18 20 22 -22 23 25 -24 26 27 28 29 -13
right_child=-2 2 -4 -5 -6 6 -8 -9 10 -11 11 13 -14 14 -16 16 17 -19 -20 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.02529743824154139 0.02062695490285045 -0.021663190438770331 -0.051537165008485319 0.03084097669925541 0.016030611765381765 -0.052421305254101762 0.019156027828077123 0.018671138124430883 0.026099381234408137 0.015880909055427075 0.0017484322340152729 0.030345820894121734 0.030305985772215268 -0.046738187968730929 0.016034914329648018 0.016040663575404325 -0.030331726327616101 -0.045246017277240758 0.0099006020864471807 0.024867319931154666 -0.0031688850910594579 -0.041290125884115701 0.028539896909243023 -0.0273451817723421 0.00038318415077365177 -0.026085025023507038 0.018496772217830377 -0.01965851936644564 -0.00064093774009492009 -0.0074836283309629107
leaf_weight=20 21 26 20 24 32 20 28 34 21 21 87 38 34 22 20 28 24 20 25 23 34 20 39 26 49 23 42 48 2231 21
leaf_count=20 21 26 20 24 32 20 28 34 21 21 87 38 34 22 20 28 24 20 25 23 34 20 39 26 49 23 42 48 2231 21
internal_value=0 -0.000139731 -0.0138591 0.000214375 -0.00086661 -3.08015e-05 -0.000200904 -0.000384631 -0.000606817 -0.0174372 -0.000366801 -0.000561541 0.00977287 -0.00101908 -0.0118257 -0.0165081 -0.00965184 -0.0200778 -0.00980503 -0.00044001 -0.000666408 -0.0172879 -0.000309809 -0.000787 0.0128617 -0.000499645 -0.000252391 -0.000589203 -0.000189497 0.0168811
internal_weight=0 3100 78 3022 58 2998 2978 2950 2916 41 2875 2854 121 2733 139 119 97 69 49 2594 2571 54 2517 2429 88 2403 2380 2338 2290 59
internal_count=3121 3100 78 3022 58 2998 2978 2950 2916 41 2875 2854 121 2733 139 119 97 69 49 2594 2571 54 2517 2429 88 2403 2380 2338 2290 59
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=31
num_cat=0
split_feature=124 376 96 96 9 3 11 12 15 39 1 3 4 12 2 457 3 3 3 38 2 12 2 2 2 51 4 123 0 52
split_gain=0.913677 2.07623 1.97729 1.7446 2.46055 1.50379 1.29719 1.18359 1.16735 3.10041 2.78925 5.48202 7.65948 2.82489 4.02736 5.82835 2.75909 3.89215 3.25095 2.63684 2.57305 3.05668 4.07278 2.27642 2.41699 1.96198 3.69793 1.85466 1.85358 2.45442
threshold=0.08919500000000001 0.087615000000000012 0.086715000000000014 0.083725000000000008 -1.0000000180025095e-35 -0.0096849999999999974 -1.0000000180025095e-35 -0.083994999999999986 -0.42198999999999992 0.084020000000000011 0.10508500000000001 0.10542000000000001 -0.059649999999999988 0.092465000000000006 0.11177500000000001 0.083415000000000017 -0.10831999999999999 -0.080634999999999984 -0.15447499999999995 0.088570000000000024 0.14753000000000002 0.11734000000000001 0.10527500000000002 0.13622000000000004 0.10222000000000002 -1.0000000180025095e-35 0.2623950000000001 0.086445000000000008 -0.10011499999999998 -0.23798499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -6 -3 9 23 11 19 -13 14 15 25 18 -18 -15 20 21 27 -23 24 -8 -12 -27 -10 -19 -30
right_child=5 7 -4 -5 6 -7 8 -9 10 -11 13 12 -14 16 -16 -17 17 28 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.029060125196802206 0.0030911980857772216 0.0031309729209169747 -0.025672929883003237 0.028850127304238932 0.022893695764243605 -0.028589141471632596 -0.013805021796948636 0.031362719359723006 0.00016754115600214669 -0.036291575964423832 0.023472017492970516 0.0013053317181766033 -0.074487860943190751 -0.0024393961523481479 0.0041759958165404325 -0.011735141731798649 -0.048841980844736101 -0.028577028587460519 0.048370426315814258 -0.034603004022078082 0.035894334297627215 0.0051804889683370239 -0.048354818001389507 -0.025695520922541622 0.02555678392449269 0.080688984050518942 0.02395656782668084 0.029348070721607656 -0.023377365813357757 0.01831849730030323
leaf_weight=29 31 27 30 21 25 29 26 33 2188 32 29 30 24 34 146 25 22 20 20 22 20 27 30 25 39 27 20 22 20 48
leaf_count=29 31 27 30 21 25 29 26 33 2188 32 29 30 24 34 146 25 22 20 20 22 20 27 30 25 39 27 20 22 20 48
internal_value=0 0.000239549 -0.000128706 0.000129229 -7.52247e-05 -0.012221 0.000212541 0.0186584 1.67432e-05 -0.00955684 0.000437788 -0.000884664 -0.0323805 0.00804108 0.0147965 0.0301489 -0.00213326 -0.0112211 0.0163791 -0.000148078 0.000183364 -0.000131687 -0.022996 -5.11557e-05 0.00981206 0.0439266 0.0565475 0.000458026 -0.00181591 0.00605501
internal_weight=0 3061 3001 2971 2950 60 2921 60 2896 122 2774 2363 54 411 247 101 164 110 54 2309 2287 2267 57 90 65 76 47 2210 88 68
internal_count=3121 3061 3001 2971 2950 60 2921 60 2896 122 2774 2363 54 411 247 101 164 110 54 2309 2287 2267 57 90 65 76 47 2210 88 68
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=31
num_cat=0
split_feature=16 9 50 150 151 151 160 133 42 457 41 0 13 42 3 12 4 133 0 2 34 49 151 52 156 160 454 48 34 15
split_gain=0.958186 3.27338 2.8831 2.8982 4.91049 3.07012 2.89406 2.06981 4.5021 4.13711 2.78294 7.95995 1.93484 1.91154 2.85296 2.72346 1.69866 1.6253 1.5389 1.53376 1.46145 1.53454 2.06139 4.84068 4.81593 2.42313 2.17196 1.38368 1.69087 1.61259
threshold=-0.14771999999999999 -0.087089999999999987 0.082190000000000013 0.12068000000000002 0.095500000000000015 0.050660000000000004 0.10070500000000002 0.087035000000000015 0.075730000000000006 0.085360000000000005 0.077565000000000009 -0.11756999999999999 -0.15714499999999998 -0.019989999999999997 0.11924500000000002 -1.0000000180025095e-35 -0.0043399999999999992 0.12032500000000002 -0.091794999999999988 0.09580000000000001 -0.085739999999999983 -0.23803499999999997 1.0000000180025095e-35 -0.067494999999999986 0.080810000000000007 0.022560000000000004 -0.037229999999999992 -0.091869999999999993 -1.0000000180025095e-35 -0.46743999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 9 13 11 -10 -12 -1 19 -16 -4 18 -9 -15 -3 -22 26 25 -25 -24 -23 -28 -29 -30
right_child=1 20 16 -5 -6 -7 -8 17 10 -11 12 -13 -14 14 15 -17 -18 -19 -20 -21 21 22 23 24 -26 -27 27 28 29 -31
leaf_value=-0.010475009068464623 -0.041085346993058922 -0.027399656791239981 0.048403590283400959 0.027242526831105354 -0.049283393817022444 0.039672557562589646 0.029352905998627346 0.005917447798981749 -0.086837054886633458 -0.039767446340993051 0.018243509025446008 -0.011726449447315794 -0.023739689280805384 0.017927471506926747 0.020498378010732787 -0.020561995618045333 0.01105886150536866 -0.0080277177087705719 0.040149959130212666 0.053961117729722036 0.023451645865484521 0.028296859089837031 -0.014487897388806398 -0.062092254342960895 -0.0062349261151570263 0.030605261199749434 -0.025781202997036637 0.024429712790463652 0.024475446031787074 -0.0005680808752468097
leaf_weight=39 20 20 21 40 20 20 30 29 21 20 21 43 23 27 35 30 29 29 24 21 27 27 22 29 33 26 21 28 26 2320
leaf_count=39 20 20 21 40 20 20 30 29 21 20 21 43 23 27 35 30 29 29 24 21 27 27 22 29 33 26 21 28 26 2320
internal_value=0 -0.000785254 0.00390972 0.00149087 -0.000893539 0.00145548 -0.000494367 -0.0029679 -0.00705993 0.00298799 -0.0230622 -0.0363721 -0.00370225 0.00861371 0.0152018 0.00154744 0.0267436 0.0110049 0.021419 0.0336922 -0.000472729 -0.00026228 -0.000515154 -0.0139039 -0.0323617 0.00993756 9.29215e-05 -0.000225035 1.0303e-06 -0.000290531
internal_weight=0 2599 522 472 432 412 392 362 280 172 108 64 44 152 113 65 50 82 53 48 2579 2559 2532 110 62 48 2422 2395 2374 2346
internal_count=3121 2599 522 472 432 412 392 362 280 172 108 64 44 152 113 65 50 82 53 48 2579 2559 2532 110 62 48 2422 2395 2374 2346
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=31
num_cat=0
split_feature=16 11 448 158 8 12 39 11 9 33 15 0 1 3 0 96 1 42 47 3 3 12 52 3 0 52 0 133 4 15
split_gain=0.923541 2.57022 1.14289 1.02333 1.04106 2.30821 1.80132 1.21115 1.19808 1.73132 1.45992 3.17919 3.11021 2.5493 3.28997 2.25429 2.17608 3.70298 3.50395 3.3097 8.71244 2.56546 6.70629 2.13635 1.82296 3.66007 3.33481 5.39788 2.75599 6.52626
threshold=-0.54656499999999986 0.076160000000000019 0.030280000000000001 0.14551500000000003 1.0000000180025095e-35 0.10124000000000001 0.085530000000000009 -0.072629999999999986 0.084755000000000011 0.086945000000000008 -0.43375999999999998 -0.15202999999999997 0.13820500000000002 0.0022600000000000003 -0.062294999999999996 0.084000000000000019 0.10508500000000001 0.090835000000000013 0.12865500000000005 0.10542000000000001 0.12745000000000004 -0.07983999999999998 -0.012164999999999999 0.13524500000000003 0.041630000000000007 0.10744000000000002 -0.04917499999999999 0.061605000000000007 -0.14098499999999997 0.082685000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 -2 9 10 11 -9 13 14 -13 16 19 18 21 24 -21 22 -18 -20 26 -26 28 -28 29 -12
right_child=2 -3 -4 -5 5 -7 -8 8 -10 -11 15 12 -14 -15 -16 -17 17 -19 23 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.025532714601352136 -0.025030053481459619 -0.016988510904567582 -0.022961177863180637 0.022459105327725409 0.045648893358355223 -0.015372575093060732 0.0041827231645584105 -0.039286894304677848 -0.019581386912614109 0.029194935038685799 -0.064493295624428848 0.023864605107344686 0.026029161071138725 -0.042515329377991816 -0.030550220608711244 -0.031027643836062886 0.0053905828889193284 -0.0075402481019526957 0.010570273563886684 -0.065690904676362322 0.013246535394212295 0.012590240280189346 0.079170117933641787 -0.033104144207512336 -0.0045262325155947898 -0.049619170810495106 0.0028503587246751011 0.063075246129036797 0.00044130158632256912 0.005406427640906152
leaf_weight=44 20 21 22 20 22 20 20 30 32 20 22 25 28 21 20 23 28 124 21 27 29 205 22 24 126 21 46 22 1982 34
leaf_count=44 20 21 22 20 22 20 20 30 32 20 22 25 28 21 20 23 28 124 21 27 29 205 22 24 126 21 46 22 1982 34
internal_value=0 0.0117951 -0.000250877 -8.62013e-05 -0.000235805 0.0125884 0.0259031 -0.000505148 -0.000337856 -0.000125514 -0.000329128 -0.0109436 -0.00189782 -0.0137456 -0.000319762 0.000148444 0.000410812 0.00699567 0.0130038 -0.000798361 -0.0248126 0.0175438 0.0378536 -0.0127227 -0.000201469 -0.0109681 0.000550046 0.0223349 -0.000176827 -0.0220542
internal_weight=0 65 3056 3034 3014 62 42 2952 2932 2900 2880 124 94 66 45 2756 2733 424 300 2309 56 255 50 45 2253 147 2106 68 2038 56
internal_count=3121 65 3056 3034 3014 62 42 2952 2932 2900 2880 124 94 66 45 2756 2733 424 300 2309 56 255 50 45 2253 147 2106 68 2038 56
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=31
num_cat=0
split_feature=1455 160 1443 16 448 148 34 151 52 13 150 49 1 96 31 160 13 43 43 0 0 0 15 2 3 39 15 4 1132 41
split_gain=0.889504 1.5126 1.83614 1.34126 1.50983 0.930405 1.22957 1.24865 4.66496 5.4324 1.70479 1.63714 1.81659 1.59496 2.70943 1.29511 1.2469 2.93941 4.28828 2.54412 2.23238 2.19761 3.72368 2.18672 2.44009 2.24384 4.20117 2.00092 1.86015 2.08178
threshold=-0.23681499999999997 -0.55323499999999981 0.092480000000000021 -0.56967999999999985 0.056825000000000007 0.10090000000000002 -0.15327999999999997 0.0039000000000000003 -0.067494999999999986 -0.0065549999999999992 0.11819500000000001 -0.15986999999999998 0.117245 0.086715000000000014 -0.019269999999999999 -0.077459999999999987 -0.089109999999999981 0.10915000000000001 0.060960000000000007 -0.083804999999999977 -0.16360999999999995 -0.16360999999999995 -0.089024999999999979 0.14445500000000003 0.11924500000000002 0.095830000000000012 -0.03241999999999999 0.10924000000000002 0.085085000000000008 0.07831500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 10 -9 15 11 12 -8 14 -13 -10 17 18 19 20 -16 22 -18 24 28 26 -25 -19 29 -23
right_child=1 2 -4 4 -6 -7 7 8 9 -11 -12 13 -14 -15 16 -17 21 27 -20 -21 -22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.01445463581808976 -0.020294380462350881 0.025021975593907494 0.028832217149267144 -0.02500927424058318 -0.026439615762369202 0.020342794263904746 -0.04136824582703412 0.014888093516660426 -0.025120806690247268 -0.054374974275774812 0.019648099624448356 0.032092925112832481 0.0012532534450292588 -0.023003321860370966 -0.025530834316179668 0.0060453679971396931 0.0013365587248251988 0.026213002688777839 -0.040837305072518822 -0.020124334878759621 0.0041117225245504482 5.9963088630881431e-05 0.041426822431902925 0.055307502386027156 -0.032510469150324559 -0.0066079523031865916 2.2692578258337798e-05 -0.0050243614191139074 -0.030097379926592113 0.021816415691541302
leaf_weight=42 37 21 22 20 22 22 20 52 20 34 45 27 20 29 29 40 65 46 37 81 205 1941 36 28 23 28 27 37 20 45
leaf_count=42 37 21 22 20 22 22 20 52 20 34 45 27 20 29 29 40 65 46 37 81 205 1941 36 28 23 28 27 37 20 45
internal_value=0 -0.000197173 4.72706e-05 -0.000162421 -0.000338771 -0.000145886 -0.000298424 -0.000130037 -0.009145 -0.0224399 0.000341883 2.52725e-05 -0.0200575 0.000322355 0.000575231 -0.00434336 0.000253865 -0.00464056 -0.00863222 -0.0048494 0.000438072 0.00121594 0.0156262 0.000526818 -0.000123983 0.0164361 0.0281677 0.0122879 0.000247348 0.000552934
internal_weight=0 3079 3042 3020 2999 2977 2955 2935 146 94 2789 2744 40 2704 2675 60 2648 435 352 315 234 2213 101 2112 2029 83 55 83 2006 1986
internal_count=3121 3079 3042 3020 2999 2977 2955 2935 146 94 2789 2744 40 2704 2675 60 2648 435 352 315 234 2213 101 2112 2029 83 55 83 2006 1986
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=31
num_cat=0
split_feature=160 16 448 160 15 159 484 160 1455 50 3 159 1455 16 1 1419 482 156 159 1420 104 2 1184 374 48 49 403 9 49 1
split_gain=0.821414 1.08952 1.21957 0.985262 4.6458 1.80333 1.3872 2.76643 1.2048 1.35058 3.08202 2.27502 2.15221 1.66369 1.56483 1.29439 1.44335 2.00724 1.90423 1.36496 1.20786 1.44725 1.27145 1.13302 1.11663 1.46276 3.99295 3.32683 3.81353 5.56128
threshold=-0.55697499999999989 -0.56967999999999985 0.056825000000000007 -0.53379499999999991 0.040760000000000005 0.14765500000000001 -0.28135999999999994 0.3961050000000001 0.12033000000000001 0.11875500000000001 0.12178000000000001 -0.088129999999999986 0.10442000000000001 -0.040964999999999994 0.090475000000000014 0.089400000000000021 0.11816500000000001 -0.076689999999999994 -0.079544999999999991 -0.063039999999999985 0.089050000000000004 0.31765000000000004 0.083155000000000021 0.092550000000000007 -0.22597999999999999 -0.008964999999999999 -0.067394999999999983 0.082870000000000013 -0.031119999999999998 0.084165000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -5 9 12 11 13 15 -11 -13 16 17 18 -8 -17 21 22 23 24 -19 26 -26 28 -28 -30
right_child=1 2 -4 5 -6 -7 8 -9 -10 10 -12 14 -14 -15 -16 19 -18 20 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.014612652449623535 0.022519777874861445 -0.052086147051304578 -0.02379565459083427 -0.039827689625179546 0.0074577815267012314 0.025811545440444242 0.003888892125257332 0.0027363282175281566 0.024628602168522779 -0.0051976409031166924 -0.04120218573696912 -0.039050133289261296 0.025524141069720774 0.024322767780228918 -0.0048225167043068834 0.028213836464353582 0.022473242243618838 0.023143034148961308 -0.032946912323435149 -0.0043991066160656159 0.024548699259757997 -0.026916898861527445 0.018243013694882394 0.022938976299372457 -0.049404841903597119 0.00059198248510953372 0.0033432800697556324 -0.041574696680022914 -0.0026918114949788514 -0.056959787716290781
leaf_weight=38 21 20 22 26 38 27 23 37 20 42 25 22 34 35 34 33 28 20 36 21 20 20 38 21 20 1970 322 22 58 28
leaf_count=38 21 20 22 26 38 27 23 37 20 42 25 22 34 35 34 33 28 20 36 21 20 20 38 21 20 1970 322 22 58 28
internal_value=0 -0.000180111 -0.000335792 -0.000166017 -0.0130746 8.50555e-05 -0.000150009 -0.0148298 0.000169779 -5.47516e-07 -0.00898815 -0.00293288 0.00052268 0.00822073 -0.0182691 0.000205498 -0.00010965 -0.000353038 -0.0185872 0.015531 7.06783e-05 -0.000123669 9.07627e-05 -0.000189524 -0.000388581 -0.000583057 -0.00572712 -0.0036956 -0.0016531 -0.0203605
internal_weight=0 3083 3062 3040 58 2982 2955 63 2892 2872 158 133 2714 77 56 2680 2626 2598 59 54 2539 2519 2499 2461 2440 2420 450 430 408 86
internal_count=3121 3083 3062 3040 58 2982 2955 63 2892 2872 158 133 2714 77 56 2680 2626 2598 59 54 2539 2519 2499 2461 2440 2420 450 430 408 86
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=31
num_cat=0
split_feature=480 480 43 480 160 3 481 481 16 159 484 16 160 159 159 1 159 1 15 16 45 1455 159 160 1 484 4 399 13 50
split_gain=0.863801 0.935269 1.33214 0.956349 1.0799 1.73367 1.06191 2.32569 1.40698 1.1634 1.32468 2.4917 1.23311 2.3064 2.81774 3.08987 1.28685 3.19565 2.68008 3.59832 2.94385 1.93262 1.88947 2.10246 2.48814 1.81346 1.27443 1.26967 1.4239 1.38745
threshold=-0.10980999999999999 -0.080264999999999989 -0.081374999999999989 -0.063594999999999985 -0.52954999999999985 -0.081234999999999988 0.10867000000000002 0.056315000000000004 -0.55248999999999981 0.14765500000000001 -0.23838999999999996 0.0028900000000000006 0.099315000000000014 0.10620500000000001 0.087630000000000013 0.099195000000000019 0.10382000000000001 0.15799000000000005 -0.42198999999999992 -0.43320999999999993 0.10331000000000001 0.11784500000000002 0.10497500000000001 -0.24191499999999996 0.13820500000000002 1.0000000180025095e-35 0.00063500000000000004 0.10153500000000001 -0.020934999999999999 -0.23848499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 8 -6 10 11 -10 16 14 15 26 17 18 19 -12 21 27 -18 -24 25 -25 -14 29 -29 -20
right_child=1 3 -4 4 6 -7 -8 -9 9 -11 12 -13 13 -15 -16 -17 22 -19 20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.019745108976282857 0.03358150403946638 -0.018795535058059074 -0.0029170060995966198 -0.004042213686302097 0.023876302619464697 0.026206655142013913 -0.018312009039800615 0.033162981271743774 -0.0015311118109490385 0.023014360958976406 0.0050483126060238909 -0.044100400675088171 0.0085971773816989026 -0.018123898347123312 0.044564438186585904 0.040302679870676789 0.034906129183417019 -0.034948328882455824 0.017880048519239213 -0.043360848045524432 0.037765391026623546 -0.030963486393115355 -0.026667518019676206 0.010188173982975501 0.035862844895858031 -0.01771221122266177 -0.018566865000813719 -0.0008865193308641514 0.034334509006955408 -0.0011434778819541629
leaf_weight=22 20 27 20 36 24 40 32 21 44 21 28 20 39 26 25 21 22 28 39 34 20 21 20 74 26 34 31 24 22 2260
leaf_count=22 20 27 20 36 24 40 32 21 44 21 28 20 39 26 25 21 22 28 39 34 20 21 20 74 26 34 31 24 22 2260
internal_value=0 0.000140172 0.0153322 -5.84824e-05 0.000108371 0.0118782 -0.000194237 4.04226e-06 -0.000235826 -0.00043683 -0.000609145 -0.014834 -0.000283307 0.00879551 0.0148292 0.00666015 -0.000769428 -0.00135672 -0.000972507 -0.0214986 -0.000439137 -0.000762083 0.00749277 0.00357658 0.00809062 0.00140472 -0.00343261 -0.000491623 0.0159583 -0.000820765
internal_weight=0 3099 40 3059 3032 76 2956 2924 2903 2879 2858 64 2794 142 116 91 2652 2476 2448 62 2386 2366 176 154 134 108 70 2345 46 2299
internal_count=3121 3099 40 3059 3032 76 2956 2924 2903 2879 2858 64 2794 142 116 91 2652 2476 2448 62 2386 2366 176 154 134 108 70 2345 46 2299
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=31
num_cat=0
split_feature=1211 1212 43 1213 43 1212 402 402 402 402 402 4 403 1186 16 13 43 1446 12 2 43 402 133 403 16 12 13 15 0 1211
split_gain=0.804423 1.4393 2.46451 1.84321 1.74994 1.93966 1.2565 1.97863 2.35795 2.72611 2.93071 2.8891 1.34922 2.93082 2.32968 1.86411 1.55753 1.26031 2.18284 1.97095 1.75668 1.31287 2.28164 1.70277 3.81926 1.69987 1.56171 1.83948 3.40349 1.32942
threshold=-0.43000499999999992 -0.040879999999999993 0.0041500000000000009 -0.42015499999999995 -0.15323999999999996 -0.087764999999999996 0.2506000000000001 0.12389500000000002 0.11174500000000002 0.095140000000000016 0.10126500000000001 -0.58204499999999992 0.085340000000000013 0.084100000000000022 -0.015314999999999997 -0.023499999999999997 -0.52440999999999993 0.092750000000000013 0.09857500000000001 0.085155000000000022 -0.013024999999999998 -0.095989999999999978 0.40304500000000004 -0.088584999999999983 -0.0013749999999999997 0.10388500000000002 -0.023499999999999997 0.090325000000000003 -0.084509999999999988 0.092635000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -6 7 8 9 11 -11 -5 13 16 15 -14 -13 21 19 -19 -21 22 -18 24 26 -24 27 28 -23 -25
right_child=1 3 -4 6 5 -7 -8 -9 -10 10 -12 12 14 -15 -16 -17 17 18 -20 20 -22 23 25 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.017185949944649583 -0.010530187338590622 -0.027992266385505601 -0.008164391445658975 -0.034346713662147525 0.015196305818769129 0.04977047445252538 -0.025142203653231266 0.031353441700339317 -0.030187265112181196 0.039754444715966071 0.0031124157469783879 0.026876579934642431 0.023862935176917486 -0.029379740093967745 0.030699974553365456 -0.01248514892446787 0.030282830659832272 0.038466592215740225 -0.017479040327927339 0.021944107256378187 -0.01281179188249203 -0.0076163424445050108 0.0065825921536909532 -0.001065283138292515 -0.051736966806929567 -0.023799937851303681 0.0025225236591458031 0.0092128899498757997 -0.056169329380447219 0.017345568253658711
leaf_weight=27 20 24 59 25 86 20 20 20 26 35 58 21 21 35 38 43 35 29 23 33 26 42 113 2013 20 22 103 22 22 40
leaf_count=27 20 24 59 25 86 20 20 20 26 35 58 21 21 35 38 43 35 29 23 33 26 42 113 2013 20 22 103 22 22 40
internal_value=0 0.000149974 0.00870264 -0.000393939 0.0166007 0.0217197 -0.000164351 1.0014e-05 -0.000210326 6.61548e-05 0.0169024 -0.00050823 -0.000195027 -0.000637794 0.0110869 -0.000558434 -0.000245451 -0.000469424 0.00995101 0.0171202 0.00662795 -0.000945027 0.0075302 -0.00158198 -0.0101811 0.00163137 -0.00578364 -0.0157317 -0.0243064 -0.000706572
internal_weight=0 3094 185 2909 126 106 2885 2865 2845 2819 93 2726 2701 2599 102 64 2564 2543 111 88 59 2432 170 2262 209 135 189 86 64 2053
internal_count=3121 3094 185 2909 126 106 2885 2865 2845 2819 93 2726 2701 2599 102 64 2564 2543 111 88 59 2432 170 2262 209 135 189 86 64 2053
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=31
num_cat=0
split_feature=3 14 16 2 160 122 13 394 51 42 4 48 0 3 2 2 3 4 4 42 43 2 4 0 4 2 1 43 160 51
split_gain=0.803516 1.08954 4.22093 2.06492 1.252 1.0505 0.87438 2.67234 2.30815 4.16106 3.36483 2.26484 3.87052 1.88457 3.89252 2.43464 1.97431 2.18852 2.6041 1.7513 2.43757 1.7177 2.83193 1.38867 2.05472 1.225 3.09733 2.93673 3.54692 4.02534
threshold=0.63141500000000017 -0.31455999999999995 -0.072359999999999994 0.14019000000000004 -0.067824999999999983 1.0000000180025095e-35 0.0015850000000000003 -0.08151499999999999 0.11144500000000002 -0.042239999999999993 -0.50940999999999981 0.090225000000000014 -0.068944999999999992 -0.10831999999999999 0.080205000000000012 0.11362000000000001 -0.24210499999999999 -0.097604999999999983 -0.17966999999999997 -0.093284999999999993 -0.091274999999999981 0.13913500000000004 0.042705000000000007 -0.081459999999999991 -0.076229999999999978 0.096015000000000017 0.14173500000000003 0.0016850000000000001 0.28906000000000004 0.10681500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 19 -8 10 -10 -9 13 -13 14 -12 16 -16 18 -18 20 -3 22 -15 24 -22 -21 27 28 29 -27
right_child=-2 5 3 -5 -6 -7 7 8 9 -11 11 12 -14 21 15 -17 17 -19 -20 25 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.047970834989910539 -0.018622031743111816 0.033628087008145416 0.023757648654282093 -0.027635696991568523 -0.0081207208039069719 0.022648387560620903 -0.031501989218999042 0.036380031223719321 0.0057932208651133507 -0.053729279274525858 0.032821456126920466 0.050638223101296245 -0.0081480424463128056 -0.0067496205606887242 0.030907135709421708 -0.031017394156919589 -0.00033934431754656743 0.014927879735631379 -0.045126192066818477 -0.0015887817910627809 0.022964245194523801 0.017896018032915888 -0.034465085610033988 -0.020218436499126257 -0.016131897596642377 0.0068783694338205434 -0.026828054798534142 -0.0088527429577909787 -0.032830002009868624 0.035613537999716671
leaf_weight=23 23 37 28 21 22 20 33 24 24 23 36 21 24 171 20 27 37 38 20 1643 41 20 47 20 20 429 32 122 20 55
leaf_count=23 23 37 28 21 22 20 33 24 24 23 36 21 24 171 20 27 37 38 20 1643 41 20 47 20 20 429 32 122 20 55
internal_value=0 0.000138253 0.0107398 -0.001321 0.00973117 -0.000193486 -0.000346581 -0.00388855 -0.00217568 -0.0233348 -0.000125212 -0.0020257 0.0192855 -0.00433101 0.00345183 -0.00399399 0.00235063 -0.00366126 -0.016054 0.000480707 0.0123624 -0.0101518 -0.012725 0.00264849 0.0101458 -0.000128612 0.00351737 0.00506858 0.00843842 0.0101437
internal_weight=0 3098 94 71 50 3004 2984 565 532 47 485 461 45 416 178 142 115 95 57 2419 118 238 218 81 61 2301 658 626 504 484
internal_count=3121 3098 94 71 50 3004 2984 565 532 47 485 461 45 416 178 142 115 95 57 2419 118 238 218 81 61 2301 658 626 504 484
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=31
num_cat=0
split_feature=454 159 16 49 8 9 149 13 11 3 13 1444 42 15 1 1 1213 16 14 3 4 2 12 1 4 51 0 133 4 12
split_gain=0.796454 0.803334 1.06327 1.67317 1.47696 3.00169 1.14287 4.23583 1.31905 1.40321 3.08942 3.10438 2.65672 2.81093 2.46776 2.87529 3.99245 2.54436 2.82025 3.62645 3.2803 3.07252 3.59104 2.6122 2.36666 2.36898 2.54708 2.36513 2.32626 2.31711
threshold=0.091435000000000016 0.24213000000000004 -0.54656499999999986 -0.045154999999999994 1.0000000180025095e-35 0.092890000000000014 0.080895000000000009 -0.066634999999999986 -0.011194999999999998 -0.078584999999999988 -0.15416999999999995 -0.082174999999999984 0.11603500000000001 0.013270000000000002 0.12408500000000001 0.086920000000000011 0.0065300000000000002 -0.18708499999999997 0.078320000000000015 -0.14186499999999996 -0.14098499999999997 0.099185000000000009 0.099400000000000002 0.07635500000000002 0.0067750000000000006 -0.085534999999999986 -0.07929499999999999 0.086085000000000009 0.042705000000000007 0.110195
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 8 -8 -4 10 -10 -12 13 29 15 17 28 -13 19 23 -21 24 27 -19 25 -22 -27 -23 -17 -11
right_child=-2 -3 4 -5 5 -7 7 -9 9 12 11 14 -14 -15 -16 16 -18 18 -20 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0021676590658413868 -0.018540019979295524 -0.019354581921583132 -0.022882971435785295 0.03249142679358976 0.046031531682681474 -0.00086242696031545987 0.0059485018139896102 -0.048928534899922937 -0.034060981153542627 -0.00017024135113339548 -0.039331587749932499 0.024118812595236492 -0.010692340778258012 0.013250550605723683 0.034274536687880754 -0.0026447670370134502 -0.048154721176251775 0.0059673743501592151 -0.035077688780570909 -0.036686711898073557 0.016700891654293698 0.059758536479203032 -0.014810860885874086 0.052232188814441152 -0.028073390408028521 0.00059607096687597325 -0.015496263197062751 0.017977041121394862 -0.0255442494723516 0.018732946642845031
leaf_weight=30 23 21 25 26 21 39 39 22 29 748 21 47 131 269 20 302 24 26 22 24 78 20 23 23 31 759 113 42 52 71
leaf_count=30 23 21 25 26 21 39 39 22 29 748 21 47 131 269 20 302 24 26 22 24 78 20 23 23 31 759 113 42 52 71
internal_value=0 0.000137644 0.000270675 0.0139241 1.75834e-05 0.0155505 -0.000297166 -0.0138432 -1.22317e-05 0.000186644 -0.00170882 -0.00113216 0.00276161 0.00438152 -0.000632669 -0.00107286 -0.00868448 0.00130892 0.000385524 0.0010705 -0.000125862 0.000697271 0.018936 0.0276835 -0.000883043 4.22071e-06 -0.00148929 0.0314549 -0.00600853 0.0014685
internal_weight=0 3098 3077 56 3021 60 2961 61 2900 2875 1656 1627 1219 1088 1606 1586 378 1208 1161 1139 1090 1066 85 49 981 950 872 62 354 819
internal_count=3121 3098 3077 56 3021 60 2961 61 2900 2875 1656 1627 1219 1088 1606 1586 378 1208 1161 1139 1090 1066 85 49 981 950 872 62 354 819
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=31
num_cat=0
split_feature=124 376 96 96 9 52 11 12 13 1 4 3 12 157 133 402 124 42 11 48 4 3 123 148 2 3 0 49 133 13
split_gain=0.754801 1.52604 1.58966 1.23288 2.16092 1.20258 1.17236 0.951152 0.830398 1.031 2.95822 2.94027 5.03623 2.59324 2.50955 2.87806 2.87119 2.72504 2.24517 2.00448 3.07582 1.70678 1.7032 1.67425 1.68572 2.03555 2.3682 2.19613 3.86365 1.98273
threshold=0.08919500000000001 0.087615000000000012 0.086715000000000014 0.083725000000000008 -1.0000000180025095e-35 -0.077024999999999996 -1.0000000180025095e-35 -0.083994999999999986 -0.52014499999999986 0.10508500000000001 -0.04890499999999999 0.13524500000000003 0.092550000000000007 -0.078254999999999977 0.087435000000000013 0.093135000000000009 -0.085059999999999983 0.095185000000000006 0.095165000000000013 0.10990500000000002 0.40124500000000002 -0.11255999999999998 0.086445000000000008 -0.10069499999999999 0.14753000000000002 0.10542000000000001 -0.038659999999999993 0.10463500000000002 0.10275500000000001 -0.15714499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -6 -3 -8 18 11 12 -11 -12 15 16 -15 -16 22 21 -21 -18 23 -10 25 27 -27 29 -29 -25
right_child=5 7 -4 -5 6 -7 8 -9 9 10 13 -13 -14 14 17 -17 19 -19 -20 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.027201389803968631 0.0089137471886351714 0.0020891819252736041 -0.023001939083139106 0.024277312344028839 0.021793364971876145 -0.021118475240655243 -0.015264823234507017 0.027397404814308343 0.028258933350443841 0.073363072957311357 -0.029565442439455254 -0.007089366177084837 0.011077830255688991 0.045116705440887021 -0.045535542159563021 -0.025001243548467757 0.019097888888791204 0.0060412062518298629 -0.027374989052693689 0.054601201829500505 -0.00085891614900901925 -0.001109996700644091 0.027407784827730874 -0.028903700038790704 0.025024567052721981 -0.047798135373741391 -0.0012057884906729063 -0.0053872021386560838 -0.047624121695756916 0.00062463701812155714
leaf_weight=29 20 27 30 21 25 40 35 33 20 21 26 24 34 20 21 28 52 20 31 20 20 213 22 23 25 20 24 162 25 2010
leaf_count=29 20 27 30 21 25 40 35 33 20 21 26 24 34 20 21 28 52 20 31 20 20 213 22 23 25 20 24 162 25 2010
internal_value=0 0.000217728 -9.79867e-05 0.000133288 -3.85842e-05 -0.0111077 0.000231091 0.0160087 4.49526e-05 0.000232244 0.00436234 0.0221155 0.0348595 0.00102305 0.00304158 0.00576149 0.00841182 -0.0203762 -0.000640286 0.00600494 0.0268711 0.00285532 -0.000284741 -0.000548594 -0.000800298 -0.00108547 -0.0223841 -0.000663331 -0.0110338 0.000290573
internal_weight=0 3061 3001 2971 2950 60 2921 60 2896 2861 499 79 55 420 394 353 325 41 2362 305 40 265 2331 2309 2289 2264 44 2220 187 2033
internal_count=3121 3061 3001 2971 2950 60 2921 60 2896 2861 499 79 55 420 394 353 325 41 2362 305 40 265 2331 2309 2289 2264 44 2220 187 2033
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=31
num_cat=0
split_feature=158 1454 42 1444 159 158 4 15 133 400 132 3 42 4 41 2 1 12 12 11 0 12 16 4 4 2 48 49 16 48
split_gain=0.712204 2.56949 1.95516 1.749 1.5458 1.59172 1.49378 1.52114 1.28568 1.37229 1.84445 1.36758 2.68198 2.78645 5.20367 3.87831 5.87631 6.06365 4.2548 2.07741 1.81314 1.75616 1.73427 2.27076 5.96911 1.90577 1.74911 4.09177 3.90776 2.53679
threshold=0.085030000000000008 0.092835000000000015 0.11326500000000002 -0.083144999999999983 0.10141500000000002 0.102205 -0.07958999999999998 -0.13578499999999996 -0.54656499999999986 -0.14800499999999997 0.12527000000000002 -0.13309499999999996 0.10077000000000001 0.40945500000000007 0.079395000000000007 0.10699500000000002 0.084165000000000004 0.085355000000000014 0.086345000000000019 0.090070000000000025 0.16094000000000003 -0.11019 -0.54928499999999991 0.26450500000000005 0.41257000000000005 0.11510000000000002 0.10911000000000001 0.14233500000000002 -0.059624999999999991 0.10184000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 6 -6 -2 -8 -5 -10 11 12 13 14 15 16 17 -11 -18 -17 21 -13 -23 26 -25 -26 29 28 -28 -24
right_child=1 -3 -4 8 5 -7 7 -9 9 10 -12 20 -14 -15 -16 19 18 -19 -20 -21 -22 22 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.029991981975035744 0.032044578090842282 -0.030432062367908658 -0.020322390347719196 0.022731255615750949 -0.017367415897109929 0.0072857391661065715 0.033682474272236938 0.0035185993481541009 -0.021102234203135596 0.07935638352381913 0.023980490616973368 0.014793616254909842 0.0361582692436598 0.02848145663738251 -0.038019715526994943 -0.034765696513932201 -0.044490850567817687 0.0130613890652721 0.013961957788948591 0.0045702111423015597 -0.031281720250844962 0.02643364380875772 -0.00091984877184569784 -0.046645552348345526 0.014410259502685882 -0.010849385217873641 0.061904537512455143 -0.021957593575979657 0.010027840780972873 -0.022888608351004897
leaf_weight=20 42 20 25 24 34 114 21 82 32 22 31 68 27 36 33 29 20 37 33 25 20 22 1974 40 44 93 20 26 53 54
leaf_count=20 42 20 25 24 34 114 21 82 32 22 31 68 27 36 33 29 20 37 33 25 20 22 1974 40 44 93 20 26 53 54
internal_value=0 0.00433465 0.00652123 -0.00052645 0.00881164 0.00162218 0.0161499 0.00966852 -0.000313164 -0.000515086 -0.000271721 -0.00055267 0.00630933 0.00287988 -0.00175156 0.00545837 0.0160718 0.0377816 -0.00809571 -0.0165546 -0.00129743 -0.00104693 -0.00151003 -0.00177685 -0.0126597 -0.0027368 -0.000871226 0.0121078 0.0242406 -0.00150482
internal_weight=0 338 318 2783 293 148 145 103 2763 2739 2707 2676 262 235 199 166 112 59 53 54 2414 2394 2326 2304 177 137 2127 99 73 2028
internal_count=3121 338 318 2783 293 148 145 103 2763 2739 2707 2676 262 235 199 166 112 59 53 54 2414 2394 2326 2304 177 137 2127 99 73 2028
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=31
num_cat=0
split_feature=11 104 33 9 30 97 2 48 1 10 147 147 15 12 40 2 3 13 16 14 160 1443 2 2 2 12 0 15 132 3
split_gain=0.729023 0.798126 0.789274 1.1481 1.05095 2.10741 1.22667 0.914113 3.48136 1.76751 1.38288 1.10189 1.32848 2.33781 1.28295 2.42174 1.58046 1.16609 1.00629 1.85192 1.88084 1.8685 1.7743 3.094 3.5937 3.77905 3.11117 3.05244 2.62985 2.311
threshold=-0.072629999999999986 0.089050000000000004 0.089160000000000003 0.10530000000000002 0.088655000000000012 -0.0047149999999999996 0.31358000000000003 -0.089099999999999999 0.099660000000000012 -0.015579999999999998 0.10735000000000001 0.096265000000000003 -0.44764999999999994 -0.083994999999999986 -0.082294999999999993 0.092635000000000009 -0.014944999999999998 -1.0000000180025095e-35 -0.085589999999999986 0.078320000000000015 -0.55323499999999981 0.091740000000000016 0.084855000000000014 0.092635000000000009 0.090175000000000019 0.091085000000000013 -0.083914999999999976 -0.043924999999999992 -0.037359999999999997 -0.081234999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 -9 11 12 13 -11 15 -14 -17 -15 22 20 -20 -22 -16 24 26 -26 -24 28 -25 -29
right_child=1 -3 -4 -5 -6 6 -8 9 -10 10 -12 -13 14 17 18 16 -18 -19 19 -21 21 -23 23 27 25 -27 -28 29 -30 -31
leaf_value=-0.018569276428648404 -0.028016217687615641 0.020037809489294886 -0.017025877369774713 0.022908929227428002 0.018605735202630362 -0.0076029327691759215 0.022105877190828325 -0.023062531693893322 0.04070287464372814 -0.036665078569893483 -0.026329675167798994 0.021394370333291592 0.036439235864340197 -0.017710728581166929 0.009682989557917342 -0.018482475201987352 0.019580087838694457 0.0093241129070520401 -0.028203390646725897 -0.026016305352871617 -0.00093662515342533544 0.029069683310531436 0.004549913154583413 0.034039581868620147 -0.047608430674299596 0.0039911428508772094 -0.026988100186467936 -0.0016337322294712065 -0.0032528207196216834 0.035140795114070728
leaf_weight=21 27 20 27 22 30 37 25 34 25 27 20 24 28 27 259 24 20 39 25 30 1760 21 158 21 40 22 39 25 190 54
leaf_count=21 27 20 27 22 30 37 25 34 25 27 20 24 28 27 259 24 20 39 25 30 1760 21 158 21 40 22 39 25 190 54
internal_value=0 0.000125792 -3.5069e-06 0.000147035 -1.81785e-05 -0.000204356 4.81395e-05 -0.000138854 0.0118752 -0.000396863 -0.00012675 5.82337e-05 -0.000124062 -0.0118764 0.000278357 0.0134489 -0.00118131 -0.00173559 -8.02963e-05 -0.00137449 -0.000965162 -0.000582817 0.00286048 -0.000358154 -0.00830186 -0.0292989 -0.00169365 0.0067364 0.000458745 0.0235033
internal_weight=0 3100 3080 3053 3031 3001 2974 2949 62 2887 2853 2833 2809 93 2716 72 44 66 2644 1836 1806 1781 808 549 259 62 197 290 211 79
internal_count=3121 3100 3080 3053 3031 3001 2974 2949 62 2887 2853 2833 2809 93 2716 72 44 66 2644 1836 1806 1781 808 549 259 62 197 290 211 79
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=31
num_cat=0
split_feature=454 151 43 44 146 148 147 457 0 15 4 13 3 12 3 2 13 1444 4 51 16 473 12 3 51 12 1 47 2 4
split_gain=0.727584 0.750831 1.51504 0.948002 1.14761 1.08199 1.42791 2.21729 1.4359 3.61573 3.61208 1.60075 3.21257 3.18222 3.53086 2.77918 2.57611 1.44341 1.50404 2.9499 2.72315 1.9445 1.90138 1.86736 2.14543 2.97818 3.33604 1.8346 3.19853 2.48703
threshold=0.091435000000000016 -0.46784999999999993 -0.084794999999999995 0.10049500000000001 0.084720000000000004 -0.10069499999999999 0.099230000000000013 0.094310000000000019 -0.17169499999999996 -0.089024999999999979 0.0045450000000000013 -0.23438999999999996 0.11924500000000002 0.095175000000000023 0.30112000000000005 0.15950500000000004 -0.15416999999999995 -0.084274999999999989 0.057560000000000007 0.10876000000000001 -0.11118499999999999 -1.0000000180025095e-35 0.084225000000000008 0.10299500000000002 -0.14283999999999999 0.09334000000000002 0.095695000000000016 0.081320000000000017 0.092875000000000013 0.00063500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 8 9 -7 -11 13 16 14 -10 -16 -13 -18 20 -20 22 -22 -19 24 25 26 -23 -26 29 -29
right_child=-2 3 -4 -5 -6 6 -8 -9 11 10 -12 12 -14 -15 15 -17 17 18 19 -21 21 23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.033535376321524382 -0.017720316658201424 -0.01837301845662296 -0.0027778348713009444 -0.018716548152129957 0.020256011390925519 -0.0026242470968361586 -0.021592005472630266 0.016862094496624382 0.056041859239339832 0.0062409779861230747 0.064959728941321376 -0.028490251759913838 -0.033113915749615239 -0.020815907885284667 -0.0014829059818484746 0.041472768262028697 -0.024280273899435999 0.038132170343707354 -0.0072215061800890469 0.031174913847020699 0.029687431183728304 0.01274025028913605 0.0084785011323059312 -0.030608775690197945 -0.0018703596608559614 -0.002924936582867028 0.061205116808414464 0.011895381275728043 0.045507101075989861 -0.016198945180936297
leaf_weight=20 23 32 27 27 28 73 30 79 20 22 20 33 31 26 61 20 25 29 424 21 22 49 85 20 1612 66 20 111 21 44
leaf_count=20 23 32 27 27 28 73 30 79 20 22 20 33 31 26 61 20 25 29 424 21 22 49 85 20 1612 66 20 111 21 44
internal_value=0 0.000131558 0.0126746 -6.16646e-05 0.000104897 -8.34313e-05 0.000114027 0.00033597 -0.00012132 0.0108254 0.0342023 -0.000580765 -0.00111363 0.0103828 0.0184142 0.00912343 -0.000729429 -0.00037003 -0.000133201 -0.00540954 0.000996174 0.000124448 0.016022 -0.000210285 0.000105872 0.0122617 0.026788 -0.000811933 0.00888229 0.00392022
internal_weight=0 3098 47 3051 3024 2996 2964 2934 2855 115 42 2740 2613 127 101 81 2582 2549 2524 445 2079 1965 114 1943 1923 135 69 1788 176 155
internal_count=3121 3098 47 3051 3024 2996 2964 2934 2855 115 42 2740 2613 127 101 81 2582 2549 2524 445 2079 1965 114 1943 1923 135 69 1788 176 155
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=31
num_cat=0
split_feature=15 3 14 16 159 15 16 15 0 13 15 403 150 12 1375 16 160 9 9 0 1 0 15 49 150 15 150 0 42 13
split_gain=0.743907 1.58504 0.883443 3.41566 1.89087 1.30639 8.43819 1.00502 3.4319 3.08021 2.34266 3.92089 2.41002 2.25734 1.96664 1.89324 2.09425 1.88577 1.78611 1.7435 3.38967 3.05408 5.77738 13.455 2.6867 2.30446 2.74276 2.59818 2.58272 2.52804
threshold=-0.56368999999999991 0.63141500000000017 -0.31455999999999995 -0.072359999999999994 0.10797500000000002 -0.42198999999999992 -0.44310499999999992 -0.11713499999999999 -0.23811499999999999 -1.0000000180025095e-35 -0.094329999999999983 -0.0051499999999999992 0.085210000000000022 0.090165000000000009 -0.27302499999999996 -0.014034999999999997 0.055845000000000006 0.09055500000000001 0.081890000000000004 -0.14920999999999998 0.077565000000000009 -0.11013499999999998 0.083195000000000005 -1.0000000180025095e-35 0.095275000000000012 -0.079249999999999987 -1.0000000180025095e-35 -0.085034999999999986 -0.047899999999999991 -0.0021749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -4 8 -7 -10 11 -9 15 -11 -12 16 -13 18 19 20 -16 22 23 -21 -22 27 -27 29 -29 -23
right_child=1 -3 5 4 -6 7 -8 10 9 13 14 12 -14 -15 17 -17 -18 -19 -20 21 24 25 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.017180775880813598 0.043080740729751793 -0.028199426848441362 0.0089723341851210125 -0.019276555874967016 0.01352187276650698 -0.02743204095001732 -0.066792208107099654 -0.045860754838213329 0.0038159785117139696 0.057504304014146329 -0.030946999266743658 -0.00154794833387237 -0.037666783444583421 0.014678052405361087 0.048347700045754512 -0.022243772884229979 0.032552820816636088 -0.030039860126562418 0.025903158551747248 -0.0036496348999684953 -0.0048038567536894013 0.0064298219069363494 0.023326919041574003 -0.090757268100976951 0.028115897843880314 0.028404910117387772 -0.0011292207796764638 0.053653956537600613 0.013885185056564848 -0.027934177741408352
leaf_weight=25 23 20 49 32 39 28 21 28 199 20 20 83 20 32 21 31 23 20 28 61 85 149 28 25 35 32 1810 20 89 25
leaf_count=25 23 20 49 32 39 28 21 28 199 20 20 83 20 32 21 31 23 20 28 61 85 149 28 25 35 32 1810 20 89 25
internal_value=0 -0.000138734 4.37155e-05 0.00958894 -0.00126052 -0.000257173 -0.013757 6.73423e-05 0.00577443 0.00947874 -0.000537397 -0.0113879 -0.00523986 0.0311497 0.000282595 -0.000505998 0.00585128 0.000539841 0.000793825 0.000498421 0.0112839 -0.00018079 -0.0161264 -0.0289716 0.00479774 0.000674643 -0.000616141 0.00907615 0.0211822 0.00149247
internal_weight=0 3096 3076 94 71 2982 70 2912 279 251 2633 185 157 52 2448 137 106 2428 2408 2380 141 2239 114 86 120 2125 1842 283 109 174
internal_count=3121 3096 3076 94 71 2982 70 2912 279 251 2633 185 157 52 2448 137 106 2428 2408 2380 141 2239 114 86 120 2125 1842 283 109 174
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=31
num_cat=0
split_feature=1213 3 1212 403 1213 159 2 0 3 12 4 390 1452 403 133 148 2 2 133 150 157 1 13 50 1456 0 16 15 15 52
split_gain=0.748087 1.42596 1.29459 1.36592 1.59911 1.09375 1.20413 4.39125 3.62632 8.02124 3.57026 3.47377 3.24826 2.63524 2.28485 3.64513 3.65613 3.45191 4.45479 2.46328 2.38726 2.43018 4.28404 2.80663 2.29543 2.99279 2.80796 2.45538 2.96761 2.49204
threshold=-0.082144999999999982 -0.069009999999999974 -0.21859999999999999 0.109085 -0.080614999999999978 0.24213000000000004 0.086100000000000024 -0.15931499999999996 0.092670000000000016 -0.029094999999999999 -0.17966999999999997 0.086130000000000012 0.10391500000000002 0.090990000000000015 0.039215000000000007 1.0000000180025095e-35 0.086675000000000016 0.089525000000000007 0.087575000000000014 0.12416000000000001 -0.081579999999999986 0.094090000000000021 -0.15416999999999995 0.13226000000000002 -1.0000000180025095e-35 -0.089269999999999988 -0.15241499999999997 -0.074054999999999996 -0.089549999999999991 -0.046924999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 7 -6 10 -10 -9 12 14 -12 15 16 -8 -16 -19 20 -18 22 -22 -23 -20 -26 -27 28 -28 -29
right_child=2 -3 3 -5 5 -7 11 8 9 -11 13 -13 -14 -15 17 -17 19 18 24 -21 21 23 -24 -25 25 26 27 29 -30 -31
leaf_value=0.0027534511696184353 -0.024136354691733648 0.028651914836676874 -0.026820837657736699 0.019316829363150257 0.041648794512730097 -0.023642108391504737 -0.041814549276605252 0.040941878625502193 0.015562323853373528 -0.066195651966457575 0.00083773752691028251 -0.043198116458952433 0.030281535803806037 0.03098890554625541 -0.0080880140056251559 -0.045247319086708808 0.012680763092921741 0.028406095443429744 -0.020222602766126585 -0.031748484535913529 -0.052018085849175055 0.004068563792679925 -0.0067215177541451029 -0.03444179670885205 -0.011113018093849807 0.042300195619463923 0.0080103072699987243 -0.017673536093325868 0.055312351509928706 0.0083669545816742272
leaf_weight=281 23 23 23 35 28 20 25 24 24 24 859 20 32 30 214 22 97 82 39 29 22 352 410 20 85 25 36 49 21 147
leaf_count=281 23 23 23 35 28 20 25 24 24 24 859 20 32 30 214 22 97 82 39 29 22 352 410 20 85 25 36 49 21 147
internal_value=0 0.00471287 -0.000508596 -0.000314094 -0.000563127 -0.000342393 -0.000170819 0.00261158 0.00147418 -0.0253167 0.00288268 -0.00176422 -0.00127876 0.00185521 -0.0018817 -0.00500348 -0.0040764 0.0024879 0.00716402 -0.00306193 -0.00213861 -0.00392652 -0.00902829 0.00199811 0.00283106 0.0053079 0.0103287 0.00716944 0.0254374 0.00185683
internal_weight=0 304 2817 2794 2759 2736 2716 989 961 48 913 1727 1707 889 1675 977 955 698 484 930 901 804 432 372 402 363 278 253 57 196
internal_count=3121 304 2817 2794 2759 2736 2716 989 961 48 913 1727 1707 889 1675 977 955 698 484 930 901 804 432 372 402 363 278 253 57 196
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=31
num_cat=0
split_feature=4 50 50 483 15 4 0 51 1452 403 3 0 1210 479 479 1212 1212 403 3 50 1 51 52 403 2 2 151 41 41 33
split_gain=0.871727 0.888692 2.16829 2.48774 2.09003 6.61513 2.39121 2.0137 1.99086 1.93537 1.92156 2.85786 4.06629 1.51737 2.10823 1.32591 2.84234 1.97603 1.21362 1.62822 1.21024 1.1484 3.49533 3.03949 3.44875 1.91858 1.72132 1.68066 3.83695 1.66746
threshold=-0.58204499999999992 0.10672000000000002 0.083090000000000011 0.075345000000000009 -0.010414999999999999 -0.023539999999999995 -0.087184999999999985 0.10501000000000001 0.087755000000000014 -1.0000000180025095e-35 -0.071799999999999989 -0.071339999999999987 -0.061049999999999993 0.10713500000000002 0.088785000000000017 0.11930500000000001 0.10703000000000001 -0.5492149999999999 -0.079379999999999992 0.092095000000000024 0.087695000000000009 0.080335000000000018 0.024145000000000003 -0.081499999999999989 0.082850000000000021 0.087815000000000018 -0.078754999999999978 0.07677500000000001 0.08110500000000001 0.082285000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 7 8 6 -6 10 -3 -8 11 12 -4 14 15 16 17 -2 19 20 -14 27 23 -23 -25 -26 -27 29 -29 -19
right_child=1 4 3 -5 5 -7 9 -9 -10 -11 -12 -13 18 -15 -16 -17 -18 21 -20 -21 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.018234213989657851 0.022767770276530774 -0.0025046960529970363 -0.040349949949554043 0.030784669636438292 0.0250991590321064 -0.063718084942387496 0.0053949006150166194 0.033628751032731753 0.028079962567426266 -0.029452596506213444 -0.02686073229249035 0.040724526192061607 -0.0021765266403755441 0.02146315710399449 -0.032788473088294266 0.016095501827836343 -0.03340547111315223 -0.00085604149033330097 0.028457340100166303 -0.011127583674776058 0.025716323613721344 -0.034947380426339804 -0.040459209494292742 -0.036264112964272503 0.036806259769946337 0.030090536400675771 -0.0020735996201483894 0.048507230696470845 0.0026884974327116284 0.021808143919616038
leaf_weight=26 37 188 21 45 22 23 30 22 24 34 21 20 28 32 20 49 26 1991 22 48 35 25 28 20 20 20 99 23 89 33
leaf_count=26 37 188 21 45 22 23 30 22 24 34 21 20 28 32 20 49 26 1991 22 48 35 25 28 20 20 20 99 23 89 33
internal_value=0 0.000153179 0.000729607 0.00938655 -0.00482816 -0.0160814 -0.00334139 0.00494915 0.000957718 -0.0131178 0.0017135 0.00516211 0.000543618 -0.000173307 -0.000452487 -0.000189592 -0.000520563 -0.000162069 0.0070005 0.00274779 0.0133195 -0.0005234 -0.00754328 -0.00253433 0.00256206 0.00814856 0.00333214 0.00017333 0.0120977 -0.000486517
internal_weight=0 3095 2774 262 321 109 86 217 212 64 195 174 154 2512 2480 2460 2411 2385 133 111 63 2348 212 184 159 139 119 2136 112 2024
internal_count=3121 3095 2774 262 321 109 86 217 212 64 195 174 154 2512 2480 2460 2411 2385 133 111 63 2348 212 184 159 139 119 2136 112 2024
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=31
num_cat=0
split_feature=391 1213 12 12 15 402 0 43 1210 133 1213 4 1212 1212 403 52 16 403 403 42 402 43 1204 1 132 1211 1213 42 160 47
split_gain=0.817595 0.736651 1.38304 1.99279 2.23931 1.86289 1.59246 1.70922 1.52468 1.36414 1.23656 2.41391 1.59373 2.08479 1.45569 1.82994 1.31114 1.22439 1.37474 3.17985 1.40525 1.65196 1.41449 4.69734 1.73117 1.61436 2.54688 1.1812 1.09473 1.23649
threshold=-0.086514999999999981 -0.080769999999999995 0.083785000000000012 0.088795000000000013 0.088990000000000014 0.11375000000000002 -0.084144999999999984 -0.0019149999999999998 -0.08126499999999999 -0.072364999999999985 -0.0074849999999999995 -0.08835999999999998 0.13713500000000003 0.11387000000000001 -0.064024999999999985 0.083680000000000018 -0.077879999999999991 -0.5492149999999999 -0.53255499999999989 0.11603500000000001 -0.069884999999999989 0.057265000000000003 -0.079179999999999987 0.08844500000000001 -0.083919999999999981 0.077345000000000011 0.084950000000000012 -0.0093649999999999983 -0.55323499999999981 0.14174500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 9 7 -4 -8 -5 11 -3 13 17 16 -16 -13 -12 19 -19 21 -20 23 24 -22 28 -27 -11 -24 -30
right_child=1 10 3 5 -6 -7 8 -9 -10 27 12 14 -14 -15 15 -17 -18 18 20 -21 22 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=0.016429000621040662 0.023441806361627054 -0.040887887819137964 0.017136997960522652 0.039065871411865516 -0.028432316015559164 -0.0046624231959382697 0.0036585489311255514 -0.012935411176402812 -0.035388596104457978 -0.0043488171156495807 0.015131391424998024 -0.0041953134860315397 0.027949251327663661 -0.024628933169213788 -0.034246388822793961 -0.0010819703668480875 0.025507198517089304 -0.046186726105709869 0.019866712727799905 0.0065972966598346824 0.0099529048195108778 -0.010591934380742412 -0.020425099805531016 -0.055564413927495483 -0.024471273042616391 0.045249082073569299 -0.0035440982845814334 0.025556663876133309 6.5307055425444335e-05 -0.024316200259185974
leaf_weight=30 34 21 63 27 33 45 20 27 20 25 52 42 20 35 28 41 23 21 69 25 48 24 27 20 21 20 23 28 2188 21
leaf_count=30 34 21 63 27 33 45 20 27 20 25 52 42 20 35 28 41 23 21 69 25 48 24 27 20 21 20 23 28 2188 21
internal_value=0 -0.000159453 0.00436759 0.00211577 -0.00516867 0.0116147 0.000736722 0.00811528 -0.015865 0.0207706 -0.000685892 -0.00936415 -0.000171305 -0.000388117 -0.00442386 -0.01454 0.00631481 -5.65705e-05 -0.000371598 -0.0174998 -5.14456e-05 0.0120064 -0.000525002 -0.0128926 -0.000524019 -4.20179e-05 0.0191504 0.0114503 -0.000411103 -0.000166477
internal_weight=0 3091 322 288 163 125 130 90 40 80 2769 155 2614 2594 134 69 65 2559 2507 46 2461 93 2368 89 69 2279 43 53 2236 2209
internal_count=3121 3091 322 288 163 125 130 90 40 80 2769 155 2614 2594 134 69 65 2559 2507 46 2461 93 2368 89 69 2279 43 53 2236 2209
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=31
num_cat=0
split_feature=13 474 481 2 0 43 11 12 43 12 4 49 12 2 4 43 42 43 4 43 12 43 11 43 43 3 12 160 159 13
split_gain=0.718462 1.8059 1.63754 1.68435 2.78395 2.71395 2.3331 2.20916 1.9185 1.95705 1.61024 4.64549 2.83183 2.24228 1.86714 1.80835 1.58985 1.77075 1.36162 1.914 1.36424 1.1484 1.43445 3.29068 1.98827 3.30175 5.24581 1.68239 2.43901 1.4123
threshold=0.0015850000000000003 0.095835000000000017 -0.050449999999999995 0.10803500000000001 0.14486500000000005 -0.52440999999999993 0.088710000000000011 0.10124000000000001 -0.084569999999999992 0.092200000000000018 -0.0082299999999999995 -0.0060549999999999988 0.092255000000000018 0.081685000000000021 0.055260000000000011 -0.016814999999999997 -0.093284999999999993 -0.091274999999999981 -0.10429499999999998 -0.052894999999999991 0.10124000000000001 -0.16318499999999997 0.077695000000000014 0.084740000000000024 -0.14035499999999998 -0.10217499999999997 0.085440000000000016 -0.54913999999999985 -0.023324999999999995 -0.15078499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 -2 4 5 -4 10 8 -5 -10 12 -12 13 -7 -13 -15 17 -1 -14 20 -20 -18 24 29 -23 26 -26 28 -27 -24
right_child=1 -3 3 7 -6 6 -8 -9 9 -11 11 14 18 15 -16 -17 21 -19 19 -21 -22 22 23 -25 25 27 -28 -29 -30 -31
leaf_value=0.029462367262786782 -0.032519991546869277 0.020372677027368016 0.026822292817135652 -0.047510002717375759 0.034574525337666272 0.0074499762819513031 -0.036836872613500986 -0.00068006702747784164 0.0049965374068751079 -0.036611590962857009 0.046509330106588705 0.011143136571014399 0.026669244235381487 -0.016256345978918226 -0.020869669903601923 -0.048359232648674935 -0.022568930382840337 0.0035783540270086832 0.018211436589680066 -0.028067668832161208 -0.0068747087229934075 0.029208810752986564 -0.015715101898576205 0.04760336519081778 0.0033782698810100559 0.039555123724186653 -0.065332918469794096 -0.00021582041887631767 -0.0046527635306119917 0.01792487894805769
leaf_weight=39 20 31 30 25 22 23 21 76 26 20 24 38 20 47 35 28 22 82 41 22 46 23 26 21 25 26 20 2194 24 24
leaf_count=39 20 31 30 25 22 23 21 76 26 20 24 38 20 47 35 28 22 82 41 22 46 23 26 21 25 26 20 2194 24 24
internal_value=0 -0.00312617 -0.00441778 -0.00338461 1.33459e-06 -0.00202696 -0.00453559 -0.012529 -0.0252123 -0.013094 -0.00244199 0.00834252 -0.00705035 -0.0198649 -0.00420547 -0.0282414 0.000736371 0.0119211 0.00268472 -0.00171611 0.0049475 0.000173645 0.000383606 0.0143842 -4.63417e-05 -0.000340299 -0.02716 0.00019753 0.0183353 0.000432089
internal_weight=0 595 564 544 397 375 345 147 71 46 324 97 227 98 73 75 2526 121 129 109 87 2405 2383 71 2312 2289 45 2244 50 50
internal_count=3121 595 564 544 397 375 345 147 71 46 324 97 227 98 73 75 2526 121 129 109 87 2405 2383 71 2312 2289 45 2244 50 50
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=31
num_cat=0
split_feature=129 129 1213 43 3 1212 4 4 402 1210 401 402 132 132 11 9 106 97 43 0 123 4 42 12 130 40 128 1186 16 16
split_gain=0.706953 0.999592 0.841054 1.53271 1.43489 1.3909 4.40685 1.19929 1.08285 1.43712 0.894471 1.1374 0.854385 0.939202 1.60071 0.873539 0.895174 1.17743 0.819369 1.6385 1.25494 1.04992 1.0463 1.2975 1.22222 1.45104 1.51818 1.34267 1.43945 2.35363
threshold=-0.075474999999999987 -0.087439999999999976 0.12389500000000002 -0.010344999999999998 -0.086224999999999982 0.11534000000000001 -0.077679999999999985 -0.076779999999999987 0.2506000000000001 -0.13847499999999999 -0.13200999999999999 -0.41217999999999994 0.15255000000000002 0.12249 -0.011194999999999998 -0.090659999999999977 0.087690000000000004 -0.083229999999999985 -0.53814999999999991 0.16094000000000003 -1.0000000180025095e-35 -0.52556499999999995 -0.14148999999999998 0.092995000000000008 0.09721500000000001 0.088160000000000016 0.11291500000000002 0.083355000000000012 0.0047850000000000011 0.023255000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 8 -7 -5 9 -2 11 -11 13 14 -12 -16 17 -17 -19 20 -20 -22 23 -23 25 26 27 28 -24 -30
right_child=2 -3 3 7 -6 6 -8 -9 -10 10 12 -13 -14 -15 15 16 -18 18 19 -21 21 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0054745988412336875 0.023347943170497626 0.021881521943792264 0.005035086055286229 0.010014408560366268 0.042915092543698852 -0.053241963116452101 0.0082177884211497645 -0.019218584360635799 -0.021840676842459841 -0.00022775838867976117 -0.026213003190544745 0.031492283241823314 -0.020123958299783144 0.020728652551770213 0.016416655643092051 0.023905741870403292 -0.017092054709792137 -0.017465011456183024 -0.024923548457168401 0.019817369183292615 0.017343923816400948 0.0021431262460759001 0.0012870093551156073 0.025805986847262832 -0.011551722405227956 0.022055239629532611 -0.024420567505337575 -0.018726947176619432 -0.027574628337127406 -0.002744386705489231
leaf_weight=22 26 34 20 36 20 20 28 23 23 26 24 20 22 21 31 20 32 28 21 40 33 84 1639 32 106 28 27 40 41 554
leaf_count=22 26 34 20 36 20 20 28 23 23 26 24 20 22 21 31 20 32 28 21 40 33 84 1639 32 106 28 27 40 41 554
internal_value=0 0.0111345 -0.000203436 0.00886358 0.0239751 -0.000506077 -0.0173904 -0.0013815 -0.000228336 -5.66317e-05 -0.000268733 0.0135636 -0.000494127 -0.000339947 -0.000499098 -0.000275175 -0.000465064 -0.000267491 -0.00044836 -0.000268222 -0.000576638 -0.000378772 -0.000608035 0.00867081 -0.00105007 -0.000572103 -0.000847447 -0.000567555 -0.000242409 -0.00445538
internal_weight=0 56 3065 99 40 2966 48 59 2918 2895 2869 46 2823 2801 2780 2756 2725 2693 2673 2645 2605 2584 2551 116 2435 2329 2301 2274 2234 595
internal_count=3121 56 3065 99 40 2966 48 59 2918 2895 2869 46 2823 2801 2780 2756 2725 2693 2673 2645 2605 2584 2551 116 2435 2329 2301 2274 2234 595
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=31
num_cat=0
split_feature=4 1416 1426 16 0 43 14 52 0 0 4 4 16 0 131 157 48 15 43 16 2 48 0 42 15 13 15 147 42 159
split_gain=0.813201 0.878356 1.08907 1.4956 1.16438 1.80516 1.27072 2.93666 2.63546 3.00014 1.47359 0.930826 3.54665 1.6647 2.78071 2.04422 2.52493 4.11015 2.67098 3.64154 4.87362 2.51952 1.95775 2.05666 3.40542 3.08839 1.81905 1.78586 1.62829 1.73778
threshold=-0.58204499999999992 1.0000000180025095e-35 -0.049534999999999989 0.41370500000000004 0.18019500000000002 -0.52440999999999993 -0.10708499999999999 -0.083374999999999991 -0.036484999999999997 -0.10474999999999998 0.076415000000000025 -0.39518999999999993 0.15891500000000003 -0.066089999999999996 0.11793000000000002 -0.081364999999999979 0.082620000000000013 -0.091184999999999988 -0.064334999999999989 -0.037154999999999994 0.11177500000000001 0.094925000000000023 -0.071719999999999992 0.11275500000000001 0.094810000000000019 -0.053889999999999993 -0.080694999999999989 0.10361000000000002 0.10705500000000003 0.11361500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 -7 9 10 -9 12 -8 22 15 -15 18 -18 26 -20 -21 -19 23 27 25 -25 -17 28 29 -13
right_child=1 -3 4 -5 -6 6 11 8 -10 -11 -12 13 -14 14 -16 16 17 21 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.017611479827274495 -0.031267347115163623 0.017779187945416199 0.022699539523778692 0.003350515477359295 -0.017903841292219502 -0.01556322988780106 0.045646423966224703 0.0089789061248302469 0.048158133580632839 -0.011917555879003235 0.0473662359174341 0.00082007972635353204 0.00055525685362156152 -0.036417741686105724 0.028601885679000544 -0.012683728763833644 -0.061824317425489432 0.019407184943556786 0.00029228283499833197 -0.069048782438039788 -0.0070505965122720227 -0.025323052912512245 0.011633926566961843 -0.013041933570903811 0.0095830594213973542 -0.059652763374504592 0.018463687458386027 -0.029454948678612709 0.028275037778630142 -0.015800503389909865
leaf_weight=26 26 28 36 24 35 34 21 20 23 35 20 1954 103 25 21 25 20 20 110 21 32 34 144 44 38 21 75 20 21 65
leaf_count=26 26 28 36 24 35 34 21 20 23 35 20 1954 103 25 21 25 20 20 110 21 32 34 144 44 38 21 75 20 21 65
internal_value=0 0.000147948 -1.30155e-05 -0.0146508 0.000229572 0.000442406 0.000170425 0.00975966 0.0185452 0.00946385 0.0281726 -0.00027939 0.00819166 -0.000669878 -0.0067753 -0.00882757 -0.00678082 -0.023099 -0.00218939 -0.0100828 -0.0316159 -0.0087563 0.000343723 -0.000407914 -0.014198 -0.0281008 0.0106768 0.000281592 0.000573127 0.000284994
internal_weight=0 3095 3067 50 3017 2982 2946 132 98 75 40 2814 124 2690 383 362 337 74 263 163 53 54 2307 2163 103 65 100 2060 2040 2019
internal_count=3121 3095 3067 50 3017 2982 2946 132 98 75 40 2814 124 2690 383 362 337 74 263 163 53 54 2307 2163 103 65 100 2060 2040 2019
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=31
num_cat=0
split_feature=41 41 41 124 376 96 40 96 9 13 39 40 42 40 40 123 9 15 148 0 150 149 43 43 4 159 50 160 42 130
split_gain=0.677055 1.41266 1.0809 1.05639 1.29312 1.27605 1.19093 1.1096 2.44287 0.876577 1.76408 0.984394 1.70705 1.60303 2.11191 1.78266 1.73132 1.25306 1.02363 2.24155 1.42822 1.37176 2.89716 1.86993 1.31886 3.24389 3.45301 2.07231 1.97016 1.80604
threshold=0.11677000000000001 0.10230000000000002 0.091290000000000024 0.08919500000000001 0.087615000000000012 0.086715000000000014 -0.097089999999999982 0.083725000000000008 -1.0000000180025095e-35 -0.52014499999999986 -0.0091949999999999983 -0.085774999999999976 0.099760000000000015 -0.082294999999999993 -0.080684999999999993 0.088610000000000008 0.086220000000000005 -0.41942499999999994 1.0000000180025095e-35 -0.09595999999999999 -0.12731499999999998 0.079625000000000015 -0.53814999999999991 -0.084569999999999992 -0.085594999999999991 -0.082194999999999976 0.10672000000000002 -0.090484999999999996 0.088795000000000013 -0.011824999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -5 8 -1 -10 -11 12 -12 -13 -15 16 18 -18 20 -20 -16 22 -22 -23 25 -24 27 -27 29 -29
right_child=-2 -3 -4 6 -6 -7 -8 -9 9 10 11 13 -14 14 15 -17 17 -19 19 -21 21 23 24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.030025537091272848 0.017895186217945249 -0.02333275561865706 0.022684817929707824 0.0034605485789308494 0.014697517276120684 -0.020650637329866491 -0.027171325972303751 0.022982910816513359 -0.015533278275813377 0.029265607077450979 -0.034411861866035245 0.023024983394650686 0.0045513060591790989 -0.032219965409021827 0.022927117402906774 0.028745183185674251 0.00020318306658578954 0.031009434079450948 -0.038695972377345678 0.008081969507038593 -0.038407231820747262 0.036130922724260016 0.032150570121713178 -0.0052707456797361375 -0.0013176990058177986 0.029016469693141839 -0.035659621834107071 0.018242344025929925 0.02770944578307016 -0.0025849252891582946
leaf_weight=27 21 26 21 22 60 30 30 21 35 21 22 31 23 20 27 22 23 31 21 20 20 24 39 20 2020 31 23 48 28 314
leaf_count=27 21 26 21 22 60 30 30 21 35 21 22 31 23 20 27 22 23 31 21 20 20 24 39 20 2020 31 23 48 28 314
internal_value=0 -0.000121225 7.50985e-05 -8.0422e-05 0.000164438 -0.000132054 -0.0142117 7.94048e-05 -8.70221e-05 0.000195318 0.000389979 0.000173952 -0.0144974 0.000412985 0.000156312 0.000395164 0.000163218 0.0178883 -0.000200027 -0.0158775 4.77659e-05 -0.000192882 -0.000498159 0.017312 -0.00019525 0.00449905 0.0020702 0.00413145 0.00215341 0.000176702
internal_weight=0 3100 3074 3053 3001 2941 52 2911 2890 2863 2828 2807 45 2762 2731 2711 2689 54 2635 41 2594 2567 2523 44 2503 483 444 421 390 362
internal_count=3121 3100 3074 3053 3001 2941 52 2911 2890 2863 2828 2807 45 2762 2731 2711 2689 54 2635 41 2594 2567 2523 44 2503 483 444 421 390 362
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=31
num_cat=0
split_feature=52 16 48 42 0 14 1453 51 2 12 1444 1456 1 3 39 49 3 42 13 2 13 155 155 51 52 160 51 12 475 11
split_gain=0.662359 1.67297 6.96646 2.99364 2.6823 1.60998 1.64912 1.5517 1.50609 3.31022 1.29053 1.23231 1.22094 2.1847 2.10889 2.84382 2.83185 2.52977 1.95129 1.90052 1.58325 1.45332 1.90936 2.8082 4.03993 3.36263 2.05393 5.06413 2.72422 2.31607
threshold=-0.53299999999999992 0.24134000000000003 0.089965000000000017 0.09796500000000001 -0.077999999999999986 0.091685000000000016 0.088260000000000019 -0.016074999999999996 0.11263500000000001 0.095565000000000011 -0.081839999999999982 -0.049894999999999995 0.12408500000000001 -0.049509999999999992 0.098905000000000007 0.13725000000000001 0.14121000000000003 0.089905000000000013 -0.49353499999999995 -0.013254999999999998 -0.080344999999999986 0.099270000000000011 0.083985000000000018 -0.095144999999999993 -0.096999999999999989 -0.082869999999999985 -0.085534999999999986 0.085885000000000017 -0.085684999999999997 0.096435000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 4 -3 6 10 11 9 -1 -2 -6 21 -14 15 16 17 -15 -18 -16 -21 22 23 24 -12 -26 27 28 -25 -28
right_child=1 2 -4 -5 7 -7 -8 -9 -10 -11 12 -13 13 14 19 -17 18 -19 -20 20 -22 -23 -24 26 25 -27 29 -29 -30 -31
leaf_value=0.010140793582530901 0.016865296348590741 -0.032689060294820417 -0.048248546787009045 0.029234033177739812 0.024952492943924407 0.023791144448653635 0.028707243781536818 -0.023250541090965273 0.024448156388742585 -0.022915750451204253 0.0059513876228734401 -0.00058263602648984719 0.027368033527419334 0.061416715681552894 0.011483460739254952 -0.025424903219876189 0.024388833704094094 0.011119913700968029 -0.0074196656682976973 -0.0063758873334154491 -0.046165954372845597 -0.026691409054381606 0.023783681950261516 0.028226362038403754 -0.0125091037313853 -0.069099803978488569 -0.00078404371623929487 0.058824239207897339 -0.019111712042602799 -0.034157885123221647
leaf_weight=116 44 31 37 28 23 29 20 25 35 41 33 106 41 20 20 21 30 20 54 20 20 22 31 20 21 21 2120 20 31 21
leaf_count=116 44 31 37 28 23 29 20 25 35 41 33 106 41 20 20 21 30 20 54 20 20 22 31 20 21 21 2120 20 31 21
internal_value=0 -0.000372985 -0.00819648 -0.00123908 -0.00585122 0.000357091 0.000100643 -0.000448803 0.00568996 0.00150819 -0.000116897 0.00397014 -0.000405844 0.00629567 0.0020812 0.0086056 0.0143688 0.0362683 0.00394051 -0.0136861 -0.0262709 -0.00111036 -0.000867574 -0.00120172 -0.0202319 -0.0408045 -0.000556483 0.0161767 -0.000547761 -0.00111139
internal_weight=0 2929 250 213 185 2679 2650 154 192 157 2630 129 2586 246 205 145 124 40 84 60 40 2340 2318 2287 75 42 2212 71 51 2141
internal_count=3121 2929 250 213 185 2679 2650 154 192 157 2630 129 2586 246 205 145 124 40 84 60 40 2340 2318 2287 75 42 2212 71 51 2141
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=31
num_cat=0
split_feature=482 1451 3 50 1451 483 160 160 48 48 45 150 146 52 48 1444 12 2 3 1446 15 12 1 0 3 3 3 40 12 43
split_gain=0.657126 2.02128 1.64436 1.39958 1.31238 0.974139 1.86042 0.886169 1.13911 1.11829 1.05021 1.15329 1.16809 1.07821 4.37684 3.40941 3.21679 5.14613 2.34982 1.39127 1.37638 2.57861 1.52151 1.23577 1.22316 1.56963 2.73424 2.78884 2.37029 2.24795
threshold=-1.0000000180025095e-35 0.089825000000000002 -0.081234999999999988 -0.47144999999999992 0.080930000000000016 -0.095084999999999989 0.51354000000000011 0.26691500000000007 0.16377500000000003 0.14174500000000004 0.10526500000000001 0.13361500000000004 0.084720000000000004 0.15915500000000002 0.088735000000000022 -0.081774999999999987 0.087145000000000014 0.085235000000000019 -0.013929999999999998 0.037915000000000011 -0.0079099999999999986 0.09202500000000001 0.096325000000000008 -0.081459999999999991 0.63141500000000017 -0.0049599999999999991 -0.012939999999999998 -0.0087249999999999984 0.095175000000000023 -0.081674999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 -5 8 9 10 11 12 13 24 15 -15 17 -17 -19 20 23 -22 -23 -18 25 26 -7 -28 29 -27
right_child=1 -3 -4 4 -6 7 -8 -9 -10 -11 -12 -13 -14 14 -16 16 19 18 -20 -21 21 22 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.0038460898523529374 0.026350990291684868 0.031115791520902089 -0.030555035917010781 0.035312743341042237 -0.025721230600029232 -0.00011470658597490008 -0.0058125570247119125 -0.01794525028339454 0.023136238753795627 -0.020494620212250288 0.022233234058755141 0.018666230019880461 0.019541437153158519 0.037823305865749723 -0.039451542922428681 -0.066342523181810983 -0.0017747114189170625 -0.032518297918140891 0.012037235337855487 0.024573393004096073 -0.039837482152506709 0.0098828732808853726 -0.020651201199740173 0.023201788912410849 -0.024551010727882388 -0.019527583452872935 -0.0083556902332929898 -0.051136245820671326 -0.022314380987414294 0.0098622023718528459
leaf_weight=33 20 21 24 22 20 1947 22 28 21 27 21 32 29 20 35 20 52 20 29 23 22 47 25 32 20 28 64 20 28 369
leaf_count=33 20 21 24 22 20 1947 22 28 21 27 21 32 29 20 35 20 52 20 29 23 22 47 25 32 20 28 64 20 28 369
internal_value=0 0.000197911 -0.0106386 -1.54557e-05 -0.000189895 -1.98558e-05 0.0147501 -0.000239483 -7.03391e-05 -0.000237809 -4.80993e-05 -0.000211589 -0.000425049 -0.00063177 -0.00604715 -0.00201559 -0.00496661 -0.0235962 -0.0061487 0.00142861 -0.00156201 -0.00987457 -0.000719236 0.00774015 7.90528e-05 0.000279623 -0.000876821 -0.0185415 0.00580607 0.00778937
internal_weight=0 3064 57 3043 3023 3003 44 2959 2931 2910 2883 2862 2830 2801 325 290 270 69 49 201 178 94 72 84 2476 2456 2031 84 425 397
internal_count=3121 3064 57 3043 3023 3003 44 2959 2931 2910 2883 2862 2830 2801 325 290 270 69 49 201 178 94 72 84 2476 2456 2031 84 425 397
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=31
num_cat=0
split_feature=40 148 454 1365 1348 147 1375 8 148 0 150 2 15 48 4 13 2 15 2 49 133 0 52 457 16 40 3 160 3 49
split_gain=0.655831 1.03146 0.909598 1.03231 0.84055 1.45338 1.08288 0.945306 1.25896 1.21593 1.15327 1.22788 2.10541 3.07985 1.85561 1.6739 1.45505 2.00941 1.46949 1.57923 3.10503 1.84119 3.25298 2.17485 1.97111 1.60089 1.44366 6.48774 6.39578 1.48212
threshold=-0.23755499999999996 -0.11174999999999997 -0.083524999999999988 0.08617000000000001 0.091105000000000005 0.10479500000000001 -0.24467499999999998 0.08573500000000002 0.085390000000000008 0.18019500000000002 -0.14718999999999996 0.14530500000000005 -0.028889999999999996 0.087310000000000013 0.50500500000000004 0.40528500000000006 0.13712500000000002 -0.41396999999999995 0.12992500000000004 0.10463500000000002 0.111585 -0.18113999999999997 -0.080979999999999983 0.084650000000000017 -0.43320999999999993 0.088160000000000016 0.10299500000000002 -0.082179999999999989 0.12745000000000004 0.085970000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 9 10 -8 15 13 14 -13 16 18 -18 19 21 -21 22 -12 24 -24 26 29 -28 -29 -23
right_child=1 2 3 -5 -6 -7 7 -9 -10 -11 11 12 -14 -15 -16 -17 17 -19 -20 20 -22 25 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.014242393279710087 -0.019607364427712229 0.020284425958313729 0.018910781204079588 -0.022766748405992986 -0.017218278685218788 0.027055691406130788 0.022287075832972063 0.014197678884698285 -0.02423898921009492 -0.020252788445601862 -0.016455116808414463 0.05548928617721513 -0.011487563146334707 -0.0086246029074702937 0.017682035661795558 0.024146252618757663 -0.038698592054424809 -0.0009062811280326808 0.017802706291509231 -0.0051054919624283655 -0.045812201075300221 -0.0013199292781412577 0.018883749919579085 -0.0010660384595394135 0.061808829593937846 0.026810293367764516 0.037040364295244217 -0.069440497116496178 -0.0059919834285578205 0.0070713905621541014
leaf_weight=32 27 22 30 20 28 20 23 45 22 30 25 21 33 28 34 27 24 34 43 174 21 1947 23 20 20 21 20 24 47 236
leaf_count=32 27 22 30 20 28 20 23 45 22 30 25 21 33 28 34 27 24 34 43 174 21 1947 23 20 20 21 20 24 47 236
internal_value=0 -0.000147542 2.40504e-05 -0.000122571 2.73907e-05 0.000188781 7.98048e-06 -0.000184774 -0.000408181 -0.000225824 -1.46431e-05 -0.000196408 0.00987833 0.0183732 0.0321175 -0.000628288 -0.000877976 -0.0165445 -0.000531292 -0.000837096 -0.00948929 -0.00012909 0.014066 0.0261775 0.0388489 -0.000673388 -0.000927195 -0.013268 -0.0274394 -0.00041276
internal_weight=0 3089 3062 3040 3020 2992 2972 2942 2897 2875 2845 2822 116 83 55 2706 2679 58 2621 2578 195 2383 88 63 43 2295 2274 91 71 2183
internal_count=3121 3089 3062 3040 3020 2992 2972 2942 2897 2875 2845 2822 116 83 55 2706 2679 58 2621 2578 195 2383 88 63 43 2295 2274 91 71 2183
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=31
num_cat=0
split_feature=1212 43 402 42 402 402 402 4 1212 13 2 1 132 133 52 132 46 52 471 160 51 1419 1429 475 484 484 484 52 475 1375
split_gain=0.667187 1.73943 1.59585 2.67793 2.80692 2.11766 2.36862 2.25143 1.16818 1.07853 0.934806 0.946721 0.995166 1.87881 2.29719 1.67463 1.07483 1.05735 1.57891 2.02764 1.35971 1.54808 1.62226 2.18131 1.22853 3.65915 6.00291 2.8922 2.38405 2.3086
threshold=-0.040879999999999993 0.0041500000000000009 0.11086000000000001 0.090835000000000013 0.12006000000000001 0.095250000000000015 0.10052500000000002 -0.58204499999999992 -0.42670499999999995 -0.065824999999999981 0.31765000000000004 0.15964000000000003 -0.092064999999999994 -0.43349999999999994 0.092965000000000006 -0.087149999999999991 -0.043074999999999995 -0.53299999999999992 0.087565000000000018 -0.0080249999999999991 -0.16666999999999996 0.085980000000000015 0.083810000000000009 -0.0048199999999999988 -0.020124999999999994 -0.070054999999999992 -0.077099999999999988 -0.10286999999999999 -0.088274999999999978 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 4 -4 7 -7 -2 -1 -3 11 12 13 -9 -15 -14 -17 20 24 -20 -18 22 23 -22 25 26 27 -19 -26 -29
right_child=2 9 3 -5 -6 6 -8 10 -10 -11 -12 -13 15 14 -16 16 17 18 19 -21 21 -23 -24 -25 28 -27 -28 29 -30 -31
leaf_value=-0.0025425900891423228 -0.030365455389022827 -0.018485912534360511 -0.058334414642304183 0.0067736754248685698 -0.008072828482836485 0.038624244947628728 0.0039101861547068007 -0.00661924019722002 0.017706889767350274 0.0072382756309317692 -0.020748295093124564 0.021098686799052219 -0.028762589208781719 0.0079034151393527815 0.047577068340033293 0.021112377062925829 0.023591378584770659 -0.017205209456957304 -0.0023082920047454536 -0.040530148302407372 0.018625455595007757 0.019845367678617304 -0.02956746928393841 -0.013612814949348915 -0.030724052911890405 0.027384817630241989 -0.051420917987707072 0.012151899372795871 -0.0013291394190583132 -0.023449603514745832
leaf_weight=40 25 39 20 34 25 29 61 49 99 28 22 21 21 54 20 23 38 52 35 23 41 37 20 43 28 59 21 204 1890 20
leaf_count=40 25 39 20 34 25 29 61 49 99 28 22 21 21 54 20 23 38 52 35 23 41 37 20 43 28 59 21 204 1890 20
internal_value=0 0.0055 -0.000388679 -0.0144076 -0.0304113 1.83513e-06 0.0150958 -0.00049287 0.0118797 -0.00773551 -0.000218406 -5.10638e-05 -0.000216913 0.00856897 0.018626 -0.000639873 -0.000406812 -0.000603922 -0.00117244 -0.0174652 0.00680276 0.00227817 -0.0039717 0.00212253 -0.000756885 0.00463817 0.000119479 0.00404103 -0.00175826 0.00897319
internal_weight=0 206 2915 79 45 2836 90 2746 139 67 2721 2699 2678 123 74 2555 2534 2511 2332 58 179 141 104 84 2274 356 297 276 1918 224
internal_count=3121 206 2915 79 45 2836 90 2746 139 67 2721 2699 2678 123 74 2555 2534 2511 2332 58 179 141 104 84 2274 356 297 276 1918 224
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=31
num_cat=0
split_feature=155 52 155 1424 474 13 11 152 0 10 48 48 40 48 1 49 51 130 52 16 16 0 475 133 42 160 52 33 4 148
split_gain=0.667692 0.793668 2.09741 1.20598 2.17571 1.17019 1.00763 0.872147 1.07921 2.32601 3.71277 2.29229 5.07532 4.991 3.2159 2.57704 2.81126 2.5237 2.12813 2.02924 3.10603 3.08459 2.38815 2.12332 2.13936 2.87045 1.57137 1.47156 1.38363 1.37347
threshold=0.14547000000000002 -0.56176499999999996 0.12016500000000001 1.0000000180025095e-35 -0.094124999999999986 -1.0000000180025095e-35 0.085630000000000026 1.0000000180025095e-35 -0.066089999999999996 -0.014199999999999999 0.085790000000000019 0.092680000000000026 -1.0000000180025095e-35 0.083685000000000009 0.14804000000000003 -0.050619999999999991 0.067785000000000012 -0.072444999999999982 -1.0000000180025095e-35 -0.054549999999999994 0.054560000000000004 -0.055064999999999996 -0.084049999999999986 1.0000000180025095e-35 0.082810000000000009 -0.0080249999999999991 0.060015000000000006 0.083840000000000012 0.50194500000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 -7 8 27 10 -10 13 -13 14 15 -11 17 -17 -14 28 -21 -22 -23 24 25 -24 -18 29 -19 -6
right_child=-2 2 -4 -5 7 6 -8 -9 9 11 -12 12 18 -15 -16 16 26 19 -20 20 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0087948413122267959 0.014148902836622616 -0.030944583803901207 -0.028668103596338857 0.024331020592944699 0.00070255063699011747 0.036523227433208377 0.0064090565771330156 0.016097256716227894 -0.056676555176575986 -0.038816901012545542 0.0014804087336296621 0.014680847520223604 -0.019006122574210166 0.041126113078956097 0.031579322077763768 0.027633163430506275 0.0022141750192358383 0.0090136410730206461 -0.065137741118669518 -0.044317334948171833 -0.033775035492502728 0.030040382852312177 -0.0019165138676762582 0.013206447932337013 0.0080543805621564393 -0.047459110984158136 0.040899302100019887 0.022326246324566104 -0.019193146032789214 -0.018718925187666272
leaf_weight=21 33 23 26 20 2295 20 25 33 21 21 23 26 20 28 26 21 21 83 20 29 39 20 25 35 25 31 21 31 22 37
leaf_count=21 33 23 26 20 2295 20 25 33 21 21 23 26 20 28 26 21 21 83 20 29 39 20 25 35 25 31 21 31 22 37
internal_value=0 -0.000151203 -0.000388125 -0.000142704 -0.000307178 0.010697 0.0197931 -6.85531e-05 -0.000251249 -0.00421098 -0.0262763 -0.00231843 -0.0197148 0.000250156 -0.00248141 -0.00473479 -0.0028108 -0.00591213 -0.0420719 -0.0081919 -0.0140058 -0.00898274 -0.00187318 -0.00737552 -0.016269 -0.0271276 0.0215567 0.000682127 0.00310365 0.000394405
internal_weight=0 3088 3022 2996 2976 66 45 2953 2920 557 44 513 66 447 419 393 372 330 40 309 204 175 136 116 81 56 42 2363 105 2332
internal_count=3121 3088 3022 2996 2976 66 45 2953 2920 557 44 513 66 447 419 393 372 330 40 309 204 175 136 116 81 56 42 2363 105 2332
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=31
num_cat=0
split_feature=11 9 106 97 34 40 40 40 13 40 9 10 151 133 48 3 13 51 14 150 49 43 1373 457 49 3 150 3 52 43
split_gain=0.649552 0.75599 0.887299 1.12803 0.738695 0.989368 1.0781 3.01606 2.47079 1.27127 0.778278 1.22702 0.792984 2.56723 1.94434 2.17119 2.01345 1.76338 1.6951 1.44101 1.25873 1.49449 1.4115 1.09236 1.79098 3.52295 2.3456 2.27881 1.5777 1.18119
threshold=-0.072629999999999986 -0.090659999999999977 0.087690000000000004 -0.083229999999999985 -0.083494999999999986 -0.23755499999999996 -0.085774999999999976 -0.082294999999999993 -0.0079349999999999993 -0.080684999999999993 0.10530000000000002 0.083760000000000015 -0.081864999999999979 -0.087414999999999979 0.097140000000000018 -0.081644999999999981 -1.0000000180025095e-35 -0.088764999999999983 0.096015000000000017 -1.0000000180025095e-35 -0.066019999999999981 -0.082689999999999986 0.078175000000000008 -1.0000000180025095e-35 -0.070909999999999987 -0.081924999999999984 0.090735000000000024 -0.091054999999999983 -0.089199999999999988 -0.53814999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 8 -8 -7 -9 11 12 13 -11 15 17 -17 -15 23 -16 -19 22 -22 28 25 27 -27 -25 -14 -26
right_child=1 2 -4 4 5 6 7 9 -10 10 -12 -13 18 14 19 16 -18 20 -20 -21 21 -23 -24 24 29 26 -28 -29 -30 -31
leaf_value=-0.017527949810028077 0.01565672519406484 0.023807009872980418 -0.016602928750216961 -0.015903720497314273 0.018202268366391463 0.0043452432254950206 0.032867355718709794 -0.023031006605985265 -0.039775980805808853 -0.027469441618608394 0.01973802261054516 -0.023582686568525704 0.012919405876443938 0.032837308729067448 0.012148791775107385 0.042764343199586233 0.0097259058115574046 -0.020870519960722464 -0.029479522183537485 -0.021167375567696385 0.0047464741715862431 -0.014654364225765069 0.033839455548496475 0.018830180794000628 -0.021149088740693753 0.011468778020487382 0.054821874294430022 -0.021195745976133783 -0.014595377468725758 -0.00010502010717638663
leaf_weight=21 31 20 32 29 30 30 28 24 22 23 20 22 26 20 20 35 39 22 20 37 81 30 21 25 27 26 24 33 105 2198
leaf_count=21 31 20 32 29 30 30 28 24 22 23 20 22 26 20 20 35 39 22 20 37 81 30 21 25 27 26 24 33 105 2198
internal_value=0 0.000118738 -3.82117e-05 0.000136326 -2.05894e-05 0.000133564 -4.96884e-05 0.00020569 -0.0143214 -0.000112074 8.06567e-05 -5.80685e-05 0.000125979 0.00474727 0.00717673 0.0110045 0.0253522 0.00490263 -0.00048424 -0.00947749 0.00127474 0.00496562 0.0107362 -0.000248889 0.000250042 0.012826 0.0322783 -0.00394319 -0.00913443 -0.000360386
internal_weight=0 3100 3069 3037 3017 2988 2958 2906 52 2878 2854 2834 2812 328 305 248 74 174 2484 57 154 132 102 2464 2333 108 50 58 131 2225
internal_count=3121 3100 3069 3037 3017 2988 2958 2906 52 2878 2854 2834 2812 328 305 248 74 174 2484 57 154 132 102 2464 2333 108 50 58 131 2225
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=31
num_cat=0
split_feature=1455 160 43 1443 51 51 0 481 481 45 3 52 12 160 1 8 33 96 0 34 34 148 2 49 15 1348 42 48 14 12
split_gain=0.624351 1.22398 1.06145 0.772398 0.702494 1.30323 1.15759 1.01012 1.95491 1.24233 1.20249 1.22331 4.49348 1.79574 1.34635 1.77458 1.66514 1.63069 1.51826 1.15884 1.72993 1.15211 2.50413 1.89915 1.67586 1.66092 1.38045 2.4216 2.0918 1.45078
threshold=-0.23681499999999997 -0.55323499999999981 -0.54673999999999989 0.091740000000000016 0.24916000000000002 0.15466000000000005 -0.082284999999999983 0.11290000000000001 0.0028200000000000005 0.10526500000000001 0.63141500000000017 0.51307000000000014 0.088045000000000012 -0.23055499999999998 0.14804000000000003 0.091215000000000004 0.086945000000000008 0.084000000000000019 -0.057069999999999989 -0.085739999999999983 -0.028109999999999996 -0.068554999999999991 0.10097500000000002 -0.046019999999999998 -0.0079099999999999986 0.08257500000000001 -0.088934999999999986 0.084170000000000009 0.08840000000000002 0.092855000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -6 8 9 10 11 14 -13 -14 15 16 17 19 -16 -4 -21 22 24 -24 25 -22 27 29 -28 -23
right_child=1 2 3 -5 6 -7 -8 -9 -10 -11 -12 12 13 -15 18 -17 -18 -19 -20 20 21 26 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.012110102702198285 -0.018243663340202859 0.02245926783375797 -0.021874390029309632 0.018568000874736094 -0.029872591031848323 0.022250815466619459 0.00095602655462149924 -0.018492149108399948 0.023109928782408438 0.02389352588160407 -0.024952615275979043 -0.052277270287630108 0.02126161436048838 -0.013433308548160961 -0.0035504806431986037 -0.027351356483995917 0.023794306652491978 -0.021144960027792165 0.032300576505561666 0.028785787398616477 -0.0057716222887393091 -0.0019976301269351323 0.007947885147517637 0.050476828501338056 -0.023754823636061149 0.030421599714706343 -0.0010844856971342048 0.030939842533210624 -0.032080558687448503 0.014151038911838372
leaf_weight=42 37 21 24 22 21 26 29 30 36 21 20 21 26 35 21 24 29 37 27 21 32 194 21 21 23 21 2105 34 22 78
leaf_count=42 37 21 24 22 21 26 29 30 36 21 20 21 26 35 21 24 29 37 27 21 32 194 21 21 23 21 2105 34 22 78
internal_value=0 -0.000165191 5.4698e-05 -0.000101044 -0.000237996 -3.87079e-05 -0.011992 -0.000236973 -4.7669e-05 -0.000339469 -0.00051891 -0.000345375 -0.0123803 0.00135469 1.55856e-05 -0.000281066 -3.70068e-05 -0.000299486 0.0166157 -2.38188e-06 0.000201712 -3.35945e-05 0.00961627 0.0292124 -0.00121315 0.00856909 -0.000501611 0.00577842 -0.00140508 0.00263324
internal_weight=0 3079 3042 3021 2999 2949 50 2923 2893 2857 2836 2816 82 61 2734 2686 2662 2633 48 2596 2572 2551 118 42 76 53 2433 306 2127 272
internal_count=3121 3079 3042 3021 2999 2949 50 2923 2893 2857 2836 2816 82 61 2734 2686 2662 2633 48 2596 2572 2551 118 42 76 53 2433 306 2127 272
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=31
num_cat=0
split_feature=11 104 33 40 148 13 1419 51 42 42 48 3 130 8 2 16 42 156 3 3 1 475 475 0 4 16 484 159 43 16
split_gain=0.639315 0.761716 0.809801 0.888477 0.969162 0.730163 1.54709 1.73478 3.40746 2.41242 3.32968 2.78231 1.65579 1.52763 1.52167 2.85845 2.6425 1.46312 2.7954 2.84038 1.39393 1.34309 3.1499 1.68513 1.46052 1.59754 2.13322 1.72659 1.67934 1.60865
threshold=-0.072629999999999986 0.089050000000000004 0.089160000000000003 -0.23755499999999996 -0.11174999999999997 0.0015850000000000003 0.088665000000000008 0.091000000000000011 -0.042239999999999993 0.079510000000000011 0.090225000000000014 -0.11255999999999998 -0.074144999999999989 0.08573500000000002 0.097070000000000004 0.38525000000000004 -0.062154999999999995 0.083310000000000009 -0.14186499999999996 -0.116045 0.088340000000000016 -0.10344499999999998 -0.088274999999999978 -0.079984999999999987 -0.085594999999999991 0.071345000000000006 -0.0011699999999999998 0.080005000000000007 -0.085594999999999991 0.27776000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 13 7 9 -9 10 12 -11 20 21 17 16 -16 18 -14 -20 -7 23 -23 -6 25 26 -24 29 -28 -27
right_child=1 -3 -4 4 5 6 -8 8 -10 11 -12 -13 14 -15 15 -17 -18 -19 19 -21 -22 22 24 -25 -26 27 28 -29 -30 -31
leaf_value=-0.017389290318602608 0.017875383541520153 0.019570328476838768 -0.017250822484493257 -0.018881364553063006 -0.0056561922920601712 0.028142916346373767 0.024196027569705621 0.0017626919275657697 -0.045666336760457074 0.041358727437014194 0.025950638797472825 -0.0053643277059309191 -0.039982863955877052 0.022953285207791677 -0.014285332104191185 -0.0037033764101177843 -0.052839304564986381 0.021919145993888379 0.032308082530895871 -0.007206644922991794 -0.0070658950304443198 -0.029959028400480748 0.03444589694057975 0.030799919296987357 -0.00031850304766938378 -0.025356833086485359 0.024627917925483252 0.015175883171539154 0.0025229167217458454 0.0081626375375146217
leaf_weight=21 28 20 27 27 21 23 20 33 28 26 33 25 22 31 40 77 32 20 21 136 22 34 34 32 1993 41 44 31 157 22
leaf_count=21 28 20 27 27 21 23 20 33 28 26 33 25 22 31 40 77 32 20 21 136 22 34 34 32 1993 41 44 31 157 22
internal_value=0 0.000117798 -8.51672e-06 0.00014397 -2.01554e-05 0.000149709 -0.0031137 -0.00412893 -0.020008 -0.00209828 -0.00455891 0.0184553 -0.00712078 0.000896013 -0.0094549 -0.0170969 -0.0314204 -0.00373304 -0.0065992 -0.00192124 0.0109297 0.000612171 0.000258024 0.016355 0.000700478 0.00687321 0.0112804 -0.00414468 0.00736182 -0.0136516
internal_weight=0 3100 3080 3053 3025 2998 558 538 61 477 426 51 393 2440 348 149 72 199 179 157 45 2409 2356 53 2322 329 235 94 201 63
internal_count=3121 3100 3080 3053 3025 2998 558 538 61 477 426 51 393 2440 348 149 72 199 179 157 45 2409 2356 53 2322 329 235 94 201 63
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=31
num_cat=0
split_feature=392 0 11 9 33 16 34 31 40 131 3 10 13 1 51 51 133 1213 133 0 15 15 14 160 0 159 0 12 1 0
split_gain=0.632749 0.648085 1.03664 1.11364 1.22882 1.79736 1.14927 2.10002 0.848944 0.885227 2.30575 2.1976 1.31465 1.52891 1.00418 1.36709 0.992882 2.03429 1.68333 1.71724 1.3452 2.80086 2.19323 4.33587 1.67241 1.5047 1.1854 3.12111 1.33798 1.94749
threshold=0.091685000000000003 0.22582000000000002 0.10553000000000001 0.10860500000000002 0.082285000000000011 -0.090344999999999995 -0.072169999999999984 -0.081689999999999985 -0.23755499999999996 0.095205000000000026 -0.017889999999999996 -0.015579999999999998 -0.52014499999999986 0.12577000000000002 -0.030229999999999996 -0.41904999999999998 0.11667000000000001 0.052820000000000013 0.10466000000000002 -0.086234999999999992 0.098485000000000017 0.10347000000000002 0.057600000000000005 -0.014869999999999998 0.14486500000000005 0.13554000000000002 -0.050684999999999994 0.10388500000000002 0.090540000000000023 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 -8 11 14 -10 13 -13 15 -11 18 26 20 -20 22 -22 24 -24 25 -14 27 28 -18 -30
right_child=-2 -3 -4 -5 5 -7 8 -9 9 10 -12 12 16 -15 -16 -17 17 -19 19 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00054263358697204328 0.016525154675195077 -0.016846442190201386 0.020704136975109578 -0.023680026382207869 0.03762240308736052 -0.0042651444068178539 0.018393054189160467 -0.039429772254966557 -0.02556781222777707 -0.0022253836660335465 0.028882089593551225 -0.037902534455060963 -0.0007088837837306702 -9.7760890165100932e-05 -0.0015372577841442669 0.031527217236968379 0.0069885255496566455 -0.02697822061271813 0.035083432755033887 0.0029564767212765975 0.041732458092949613 0.0037872624855178096 0.0091182908415794375 -0.048676380653072289 0.024632213209514267 0.026861408893018964 0.01830816150456667 -0.032334585436996459 -0.033041918821011977 0.0076789763501121508
leaf_weight=41 23 23 24 20 21 20 25 21 35 24 36 20 1936 23 190 24 112 39 28 41 22 168 25 27 27 20 25 34 24 23
leaf_count=41 23 23 24 20 21 20 25 21 35 24 36 20 1936 23 190 24 112 39 28 41 22 168 25 27 27 20 25 34 24 23
internal_value=0 -0.000122685 2.40315e-06 -0.000160442 -5.24879e-06 0.0171895 -0.000241029 -0.0137141 4.42611e-05 -0.000113755 0.00529533 -0.000677501 -0.000341664 -0.0176814 0.00172758 0.0146509 -4.93836e-05 -0.00594357 0.00061095 0.0159935 0.000133918 0.00818092 -0.000617399 -0.0208905 -8.57797e-05 -0.000426979 -0.00218049 -0.00483446 0.00104607 -0.0131147
internal_weight=0 3098 3075 3051 3031 41 2990 62 2928 2903 274 2629 2594 43 238 48 2551 257 2294 69 2225 190 2035 52 1983 1956 218 193 159 47
internal_count=3121 3098 3075 3051 3031 41 2990 62 2928 2903 274 2629 2594 43 238 48 2551 257 2294 69 2225 190 2035 52 1983 1956 218 193 159 47
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=31
num_cat=0
split_feature=1211 402 133 12 16 1211 402 1210 1212 16 1212 16 52 1212 4 15 1212 482 1451 160 160 51 49 15 49 2 1374 13 43 457
split_gain=0.650818 2.21657 1.3386 2.18172 1.7207 1.11369 1.09719 1.05717 0.904891 3.19105 1.6224 3.83672 1.43202 1.08763 0.857479 0.857272 0.852521 0.774997 1.32629 1.15819 1.04918 0.9171 1.00073 2.94309 2.27947 3.10766 2.25757 1.76274 2.02761 2.46966
threshold=0.085535000000000014 0.033490000000000006 0.51314000000000015 0.091545000000000015 -0.08231999999999999 0.078255000000000005 0.2506000000000001 -0.15347999999999998 0.089125000000000024 -0.013324999999999998 0.081560000000000007 -0.018494999999999998 0.087435000000000013 0.091685000000000016 -0.073934999999999987 0.086495000000000002 0.037395000000000005 -1.0000000180025095e-35 0.085760000000000017 0.50657000000000008 -0.55323499999999981 0.31710000000000005 -0.008964999999999999 -0.092919999999999989 -0.090734999999999982 0.091055000000000011 0.086000000000000007 -0.084154999999999994 -0.085594999999999991 -0.085584999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 15 6 7 -1 10 13 16 12 -12 -10 -5 -2 17 19 20 -9 -19 22 23 24 -22 -26 -24 -25 -29 -30
right_child=1 -3 -4 14 -6 -7 -8 8 9 -11 11 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 26 27 25 -27 -28 28 29 -31
leaf_value=0.022943361136130991 0.017807216897468874 0.037352920048870149 -0.021513431714404199 0.034902992314444138 -0.026814556401222947 -0.022751306224910714 -0.018881527719373306 -0.02952665337784724 -0.018910912583426885 -0.041242630484824377 0.01042264491395169 0.042634996192452188 -0.022272091944302835 0.0056703583701972898 0.0073613970167934889 -0.0087855888255448499 -0.019801498631502251 -0.020000383243537867 0.024106467928251496 0.001383091557632994 0.0096432537106531015 -0.0174927450885097 0.00098778569894743522 -0.0084787486009178809 -0.011235296135613075 -0.053213863999679173 0.028626579126964015 0.016495310076867643 0.031416717204265303 -0.0059782644986662251
leaf_weight=20 27 20 21 26 24 22 31 22 24 24 37 30 21 72 20 22 22 26 23 27 21 29 1984 154 45 29 30 97 20 151
leaf_count=20 27 20 21 26 24 22 31 22 24 24 37 30 21 72 20 22 22 26 23 27 21 29 1984 154 45 29 30 97 20 151
internal_value=0 0.00621215 0.00176347 0.00587116 -0.00487723 -0.000335679 -0.000167886 3.16064e-05 -0.000127062 -0.00862849 0.000241497 0.013602 -0.0014151 -0.000474959 0.0229284 0.00586759 -0.000197205 -3.49426e-05 0.000199067 -0.0124948 -1.35666e-05 0.000189425 0.000392025 -0.00353259 -0.0194345 -0.0276864 0.00139949 4.72374e-05 0.0049465 -0.00160458
internal_weight=0 160 140 119 73 2961 2939 2908 2888 120 2768 88 58 96 46 49 2680 2658 2609 49 2586 2560 2531 517 95 74 2014 422 268 171
internal_count=3121 160 140 119 73 2961 2939 2908 2888 120 2768 88 58 96 46 49 2680 2658 2609 49 2586 2560 2531 517 95 74 2014 422 268 171
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=31
num_cat=0
split_feature=157 51 1444 43 1447 0 52 1447 481 481 1453 1453 1453 1 15 3 480 160 46 148 0 146 105 1 0 33 158 1 121 160
split_gain=0.599581 0.814543 0.604208 0.855707 0.731388 1.18937 1.46571 1.175 1.12603 2.08446 0.894474 4.68739 1.6485 1.07236 0.826458 1.48686 0.719188 0.910822 0.762648 1.07566 1.15563 1.88393 1.06903 1.20922 1.56172 1.12778 1.10413 1.30182 1.38733 1.21439
threshold=-0.48214999999999997 0.31334500000000004 -0.083894999999999983 -0.54673999999999989 -0.086059999999999984 -0.086409999999999987 -0.0015799999999999998 -0.085024999999999989 0.11290000000000001 0.056315000000000004 -0.064249999999999988 -0.077764999999999987 -0.0067199999999999994 0.080270000000000022 -0.56368999999999991 0.63141500000000017 -0.077929999999999985 -0.52954999999999985 1.0000000180025095e-35 -0.15852999999999998 -0.23194499999999998 0.084720000000000004 0.079510000000000011 0.14804000000000003 -0.030209999999999997 -1.0000000180025095e-35 0.085030000000000008 0.13756000000000004 -0.078059999999999977 -0.16266999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -6 9 10 11 13 -12 -9 -14 16 -16 -18 19 -19 -21 22 23 25 -25 -22 27 28 -27 -28
right_child=1 -3 3 4 7 -7 -8 8 -10 -11 12 -13 14 -15 15 -17 17 18 -20 20 21 -23 -24 24 -26 26 29 -29 -30 -31
leaf_value=0.012484524232384407 -0.012898021957112683 -0.019781302146258811 0.020249904976004648 0.012650834308250956 -0.022805874875706178 0.023270509243011477 -0.018526081770658492 -0.0071376463944285082 -0.022151499759891762 0.027717505091870272 0.024681299290171377 -0.048565168213099245 0.019611812773204985 0.021776360046604409 -0.015003242481907365 -0.027468114160001278 0.015247897192453728 0.02315781503915787 -0.014402756880264026 -0.016190169197083874 0.020904854118824007 0.029983665705436754 -0.023120557316578926 -0.00017991036708865847 0.035423842749812383 0.024870307175886064 -0.016493248892948034 -0.017028692811727527 -0.00095829522369746893 0.0095412720882788651
leaf_weight=38 36 21 21 38 23 35 25 29 23 27 27 23 21 23 32 20 39 20 37 44 25 21 20 28 22 21 20 50 2140 172
leaf_count=38 36 21 21 38 23 35 25 29 23 27 27 23 21 23 32 20 39 20 37 44 25 21 20 28 22 21 20 50 2140 172
internal_value=0 -0.00015388 -1.92699e-05 0.000133947 -6.63021e-06 0.00849028 0.000279042 -0.000293076 -0.000113535 6.3631e-05 -0.000199832 -0.0109751 9.30808e-05 0.00565124 -0.000149921 -0.000303 -0.000101104 7.82373e-05 -0.000147571 5.66268e-05 -0.00012364 0.000156998 -9.37466e-05 9.21034e-05 0.0154857 -0.000224899 -0.000444726 -0.0010764 -0.0007073 0.00682934
internal_weight=0 3083 3062 3026 3005 98 63 2907 2884 2861 2834 75 2759 52 2732 2711 2691 2659 2620 2583 2563 2519 2498 2478 50 2428 2403 2211 2161 192
internal_count=3121 3083 3062 3026 3005 98 63 2907 2884 2861 2834 75 2759 52 2732 2711 2691 2659 2620 2583 2563 2519 2498 2478 50 2428 2403 2211 2161 192
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=31
num_cat=0
split_feature=13 481 483 394 0 4 12 0 130 403 1213 475 475 475 4 0 3 0 50 0 11 3 43 16 12 2 3 2 454 133
split_gain=0.602219 1.46389 1.57469 1.8362 1.28901 1.99027 1.28127 2.93663 1.2075 1.48038 1.69341 1.45617 2.40224 1.33362 1.20076 1.54097 2.00391 1.69176 1.69603 1.77155 1.47219 2.09805 2.03124 1.45169 2.36732 1.4426 4.0474 3.82387 3.132 2.39241
threshold=0.0015850000000000003 -0.050449999999999995 0.088070000000000009 -0.081744999999999984 0.10455500000000001 -0.42529999999999996 -0.12529499999999996 -0.13843999999999998 0.006490000000000001 0.03138500000000001 0.089630000000000015 -0.10344499999999998 -0.088274999999999978 -0.24431999999999998 -0.085594999999999991 1.0000000180025095e-35 -0.0087149999999999988 -0.036484999999999997 0.096010000000000012 -0.07929499999999999 0.077695000000000014 -0.10217499999999997 -1.0000000180025095e-35 -0.090344999999999995 0.083815000000000014 0.10097500000000002 0.10732000000000001 0.10381000000000001 -0.037229999999999992 0.099660000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -6 7 -1 11 10 -10 13 -13 -8 15 17 -17 18 19 23 21 -16 -22 -14 -25 26 -23 -27 -29 -30
right_child=1 2 -4 -5 5 -7 8 -9 9 -11 -12 12 14 -15 20 16 -18 -19 -20 -21 22 25 -24 24 -26 27 -28 28 29 -31
leaf_value=-0.019074788074940445 -0.029458036143332724 -0.026405317697208375 0.0203679315187037 -0.0017151485760487457 0.0019423817297340266 -0.033974017258043644 0.0022321834798966502 0.0255650532398639 0.0070344165184103667 -0.013079230141426838 0.033282954494158433 -0.02681099780259983 -0.015194169737930811 0.034476578462383022 -0.028014606243834412 0.015421594902063194 -0.022796856140827434 0.036844081091492072 0.032618930413509196 -0.024203914834652097 -0.0065676213862995315 -0.001765447347693596 0.032182684853192305 0.041514096214719444 0.0037805162563745403 0.034468568949715089 -0.044070511894381569 -0.035419243269345979 0.0067580091624769275 -0.016415351326129615
leaf_weight=20 20 32 30 513 36 27 29 56 136 28 30 34 21 23 29 23 34 23 23 20 24 1350 31 23 60 38 23 22 311 52
leaf_count=20 20 32 30 513 36 27 29 56 136 28 30 34 21 23 29 23 34 23 23 20 24 1350 31 23 60 38 23 22 311 52
internal_value=0 -0.00286212 -0.00193705 -0.00316485 0.000674174 -0.0134504 0.00103546 0.0138177 0.000628483 0.00819047 0.0117781 -4.04748e-05 -0.000442063 0.0164941 -1.65553e-05 0.00685353 -0.00737538 0.0116244 0.00767847 0.00305241 -0.000846082 -0.00133188 0.0152735 0.00829402 0.0142368 -0.000901031 -0.00247413 0.00420502 0.00121797 0.00343841
internal_weight=0 595 575 545 2526 63 2463 76 2387 194 166 2193 2141 52 2107 227 57 170 147 124 1880 1825 55 104 83 1796 1373 423 385 363
internal_count=3121 595 575 545 2526 63 2463 76 2387 194 166 2193 2141 52 2107 227 57 170 147 124 1880 1825 55 104 83 1796 1373 423 385 363
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=31
num_cat=0
split_feature=11 105 149 3 149 43 97 10 1 45 12 9 40 43 1 52 15 12 40 0 483 2 1 2 12 484 2 4 42 3
split_gain=0.60857 0.738083 0.722535 2.71114 1.59923 1.64553 0.903639 1.07532 2.78745 1.05452 0.965081 0.719557 0.862344 1.55866 2.56359 1.61795 1.58791 1.3222 1.05524 0.845567 2.10576 2.46504 6.22305 4.5761 2.80877 2.36421 1.74033 2.08647 1.91249 1.78232
threshold=-0.072629999999999986 0.082105000000000011 0.08618000000000002 -0.028564999999999997 0.07770500000000001 -0.54673999999999989 -0.085969999999999977 -0.015579999999999998 0.11181500000000001 0.084355000000000013 0.097825000000000009 -0.082359999999999989 -0.065969999999999987 -0.076124999999999984 0.095285000000000022 -1.0000000180025095e-35 -0.093244999999999981 -0.090609999999999982 -0.047054999999999993 -0.089019999999999974 0.10045000000000003 1.0000000180025095e-35 0.088305000000000008 0.081685000000000021 0.089795000000000014 -0.087784999999999988 0.086100000000000024 -0.016304999999999997 1.0000000180025095e-35 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -7 8 -8 11 -10 -9 13 15 -15 16 -13 -17 -14 20 21 22 -20 -23 -24 -25 27 -27 -29 -28
right_child=1 -3 3 -5 -6 6 7 9 10 -11 -12 12 18 14 -16 17 -18 -19 19 -21 -22 23 24 25 -26 26 29 28 -30 -31
leaf_value=-0.016965999454259872 -0.027893812420024051 0.01926331076771021 0.0041551987314596773 -0.040937543086474765 0.0259173412884896 0.020389192298964853 -0.038262842402148708 -0.018760274806991221 0.013478858868281048 0.017132377413076324 -0.014472097247129397 0.030333646200597288 -0.019482655410787891 -0.00054332601099178702 0.041504152343961702 -0.031004276041957463 -0.0024957043973057916 0.00064482998639119396 -0.068554668240249167 0.0011600290598107678 0.024064028143350569 0.03941352436175713 0.019974183304994196 -0.024257228677161041 -0.021177838569544062 -0.010663846087071204 -0.008740812416248812 0.045693707608041312 0.0090144926369909884 0.004518837839695475
leaf_weight=21 21 20 40 20 24 22 26 20 30 37 21 26 28 29 29 22 34 33 20 1880 28 26 27 50 43 31 293 21 44 155
leaf_count=21 21 20 40 20 24 22 26 20 30 37 21 26 28 29 29 22 34 33 20 1880 28 26 27 50 43 31 293 21 44 155
internal_value=0 0.000114931 -9.40916e-06 -0.0108757 0.000206478 5.16195e-07 0.000197417 4.69876e-05 -0.0116154 0.000359227 0.00196964 0.000140626 0.000274723 0.00711486 0.0204804 0.000373967 0.0117303 -0.0120148 -0.000172497 3.40291e-05 -0.00283437 -0.00389515 -0.0193604 -0.0016502 -0.00530492 -0.0034476 -0.00153495 0.0106836 0.0208647 -0.00415321
internal_weight=0 3100 3080 60 3020 2996 2975 2953 77 2876 51 2839 2819 173 58 115 60 55 2646 2618 738 710 90 620 70 594 544 96 65 448
internal_count=3121 3100 3080 60 3020 2996 2975 2953 77 2876 51 2839 2819 173 58 115 60 55 2646 2618 738 710 90 620 70 594 544 96 65 448
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=31
num_cat=0
split_feature=4 157 157 15 157 157 160 42 456 1209 0 12 133 4 43 13 0 130 4 447 150 48 150 48 3 0 123 4 10 156
split_gain=0.608765 0.776139 0.746236 1.74875 0.689469 2.81677 1.55434 1.52985 1.07425 1.01026 1.27966 1.13476 1.88922 2.11754 2.19812 2.93707 4.25652 2.63852 2.17385 1.78651 1.67614 2.17633 2.1737 1.83925 1.66165 1.8255 4.38881 2.82864 1.88938 1.51317
threshold=-0.58204499999999992 -0.48214999999999997 -0.28320499999999993 -0.080694999999999989 -0.082509999999999986 -0.082009999999999986 0.0030550000000000004 0.083795000000000022 0.03981500000000001 0.082105000000000011 -0.086409999999999987 0.09141500000000001 0.12032500000000002 -0.51253999999999988 -0.40263499999999991 0.084330000000000016 0.089620000000000019 0.012250000000000002 -0.39518999999999993 0.085730000000000015 0.095275000000000012 0.10184000000000001 0.08926000000000002 0.087555000000000008 -0.15327499999999997 -0.066089999999999996 0.085290000000000019 0.098655000000000007 -0.084119999999999986 0.092190000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 -4 -9 11 -11 12 13 -7 17 18 -17 -15 29 -13 22 23 24 -22 -20 28 27 -27 -26 -16
right_child=1 2 4 -5 5 9 -8 8 -10 10 -12 19 -14 14 15 16 -18 -19 20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.015237772851609266 0.015621089970227332 0.0067204374465204414 0.015141874121646623 -0.034596816338598728 -0.032395523593381596 -0.03007107899338007 0.029716141584018869 0.0017924496526770955 -0.019925795836024919 0.023796911301040974 0.0030594778084808861 0.0032425207338847451 -0.016562780400826819 0.048122659148648383 0.039012196935389355 -0.047543245660199324 0.0095964717298722309 -0.0020628763870759446 0.020403813723136079 -0.024422821352103108 0.0071224203373315524 -0.02150062408298254 -0.032120732699210446 0.035597852369149523 0.023224308041314926 -0.052700444243964743 0.0076725302464967851 -0.010973808237097482 -0.0017978769550481188 0.0027382071615885133
leaf_weight=26 32 21 62 20 27 25 24 79 32 37 152 851 84 20 23 32 22 22 33 24 93 20 24 30 31 32 51 33 1136 23
leaf_count=26 32 21 62 20 27 25 24 79 32 37 152 851 84 20 23 32 22 22 33 24 93 20 24 30 31 32 51 33 1136 23
internal_value=0 0.000128007 -3.38533e-05 -0.0134343 0.000147953 -0.000250919 0.00586783 0.00255939 -0.00446867 5.9268e-05 0.00711919 -0.000452163 -0.00193364 -0.00118888 -0.000744542 -0.00134362 -0.0242641 0.021835 -0.000534133 0.0024837 -0.00119821 0.00909306 -0.00229646 0.0140676 -0.00175255 -0.00232244 -0.0142866 -0.0315162 -0.00113319 0.0208752
internal_weight=0 3095 3063 41 3022 2825 197 173 111 2798 189 2609 1734 1650 1625 1583 54 42 1529 875 1483 143 1340 123 1316 1283 116 65 1167 46
internal_count=3121 3095 3063 41 3022 2825 197 173 111 2798 189 2609 1734 1650 1625 1583 54 42 1529 875 1483 143 1340 123 1316 1283 116 65 1167 46
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=31
num_cat=0
split_feature=3 13 158 149 149 454 480 43 43 13 12 3 0 12 4 131 131 12 1212 16 43 3 132 447 42 42 3 0 2 48
split_gain=0.617514 0.590769 1.65035 1.64539 1.47539 1.40153 1.31472 1.32074 3.41165 1.8681 1.97002 1.84181 1.81478 2.61464 1.72199 1.31677 1.8732 1.71071 2.15856 1.37439 2.07833 1.73603 1.36681 1.36294 1.28373 8.3747 2.66632 2.35265 3.53151 2.08555
threshold=0.63141500000000017 -0.066634999999999986 0.12874000000000005 0.080895000000000009 0.099660000000000012 0.088785000000000017 0.12106000000000001 0.10915000000000001 0.07827000000000002 -0.43167499999999998 -0.040564999999999997 0.0068900000000000012 -0.050684999999999994 0.093535000000000021 -0.15464999999999998 0.088610000000000008 0.090030000000000013 0.089570000000000025 0.10654500000000001 0.0039400000000000008 -0.0071849999999999995 -0.07908999999999998 0.089365000000000014 0.086195000000000008 1.0000000180025095e-35 0.088060000000000013 -0.11255999999999998 -0.071719999999999992 0.083215000000000011 0.091035000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 6 24 7 8 9 10 -1 -9 15 14 -14 17 -17 18 22 20 -19 -21 23 -11 29 -26 -27 28 -28 -3
right_child=-2 2 -4 -5 -6 -7 -8 11 -10 12 -12 -13 13 -15 -16 16 -18 19 -20 21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0022637975191877736 -0.016325011055754578 -0.00034788758757650645 -0.029028455984024776 -0.026804293133318426 0.028565954938530924 -0.025491676102815705 0.026052890647025335 0.0024981844351824488 -0.037347436653605355 0.00054043172538976623 -0.042519244290888311 0.031732192984782158 0.0070028961720791736 -0.014034502888098361 0.043584317641873517 -0.031785163214361228 -0.0030502505411072571 0.028634820988831612 -0.030586237986774553 0.017953362163494937 0.0046932575005396247 -0.010776130771024203 -0.024022853704677386 0.027020495380274952 -0.067082282563760171 0.027230805190729686 -0.055767509853467345 0.00232332351117614 -0.005433878650807817 0.011542627717555673
leaf_weight=31 23 1160 21 24 20 22 21 66 24 691 20 32 22 20 31 27 142 65 23 33 82 58 22 20 21 29 20 136 46 169
leaf_count=31 23 1160 21 24 20 22 21 66 24 691 20 32 22 20 31 27 142 65 23 33 82 58 22 20 21 29 20 136 46 169
internal_value=0 0.000121199 -0.00117411 -0.000814589 0.00159339 -0.000425473 0.00121615 0.000845976 8.90103e-06 0.000705523 -0.0180502 0.012044 0.00147943 0.0167738 0.0283996 0.000519418 -0.00764104 0.00190686 -0.000420817 0.00930065 0.0152797 -0.000357743 0.00052571 0.0012853 -7.66709e-05 -0.00662052 -0.001124 -0.00519474 -0.0206865 0.00116415
internal_weight=0 3098 1648 1627 1450 1603 1430 1409 1311 1287 51 98 1236 73 53 1163 169 994 756 238 147 91 733 711 1581 252 231 202 66 1329
internal_count=3121 3098 1648 1627 1450 1603 1430 1409 1311 1287 51 98 1236 73 53 1163 169 994 756 238 147 91 733 711 1581 252 231 202 66 1329
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=31
num_cat=0
split_feature=129 2 1213 1213 43 402 1210 4 133 13 133 42 402 13 133 133 12 11 43 16 10 49 2 16 131 4 160 481 52 42
split_gain=0.59706 0.795495 0.721904 1.1369 1.03931 0.830997 1.21807 0.769526 0.718585 0.843473 1.40649 2.24673 1.97497 1.85743 1.67877 1.32627 1.42011 1.41131 1.96178 3.03724 2.09797 1.45568 1.8813 1.46025 1.53462 2.44001 1.27612 1.29385 1.26286 2.09213
threshold=-0.075474999999999987 0.088300000000000003 0.12389500000000002 0.104315 -0.011919999999999998 0.2506000000000001 -0.15347999999999998 -0.076779999999999987 0.55672500000000014 -0.066634999999999986 0.082925000000000013 0.083235000000000017 -1.0000000180025095e-35 -0.073839999999999975 -0.014339999999999997 -0.14717499999999997 0.091475000000000015 0.082245000000000013 0.060960000000000007 -0.069144999999999984 -0.089679999999999982 0.10910000000000002 0.14445500000000003 0.0057500000000000008 0.090385000000000007 -0.059649999999999988 0.11205000000000002 0.056315000000000004 0.048770000000000008 0.08426500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 -2 -6 9 10 12 -12 14 15 -8 16 -14 18 20 -20 -17 22 23 28 25 -25 27 -13 -22 -30
right_child=2 -3 4 -5 7 -7 8 -9 -10 -11 11 26 13 -15 -16 17 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.020554335246561098 0.023870153707407773 -0.0035298616508953277 0.021476538504499036 -0.020522322878241541 0.009765989602439934 -0.019209640209927506 0.0011423189575091386 -0.012811186021337143 0.01813000738620758 -0.0021061135808630132 0.026030205582526136 0.0035689742665564461 6.3183298334479335e-05 0.015756260685622692 0.032607308104634289 -0.032628347062402301 0.02778531261517302 0.018681734835263343 -0.056033091377466919 -0.00092193747870624072 0.0038185499164179004 -0.029134342345324433 0.022810120894401164 -0.0017514241555624682 -0.0021169503788696603 -0.044739471604266473 -0.013953285203315319 0.029530354086309676 -0.03852514837868512 -0.0034824295479642313
leaf_weight=32 21 24 37 28 36 23 39 26 21 1473 47 478 94 50 30 27 23 22 20 20 202 22 27 23 50 31 40 20 20 115
leaf_count=32 21 24 37 28 36 23 39 26 21 1473 47 478 94 50 30 27 23 22 20 20 202 22 27 23 50 31 40 20 20 115
internal_value=0 0.0102325 -0.000186957 -0.000467343 0.0082133 -0.000276213 -0.000126824 0.000298142 -0.000300955 -0.000435675 0.00132186 0.00506302 -0.0013635 -0.00286062 0.0148227 -0.00419804 0.00551283 -0.00616034 -0.00714154 -0.0284775 -0.00549079 -0.00399545 -0.00281371 -0.00438252 -0.0147409 -0.0264297 0.00323131 0.0046116 -0.00118586 -0.00867394
internal_weight=0 56 3065 2966 99 2938 2915 62 2894 2873 1400 585 815 746 69 696 117 579 557 40 517 490 468 441 104 54 538 498 337 135
internal_count=3121 56 3065 2966 99 2938 2915 62 2894 2873 1400 585 815 746 69 696 117 579 557 40 517 490 468 441 104 54 538 498 337 135
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=31
num_cat=0
split_feature=1212 402 402 2 12 0 4 16 43 43 1212 43 12 401 2 401 132 132 133 52 1186 16 394 16 128 3 399 48 1 49
split_gain=0.542567 1.2922 2.52595 3.00078 2.26386 2.48688 2.12602 1.70739 1.27925 0.994457 1.27103 0.910757 0.907658 0.905039 0.860495 0.848415 0.843745 1.31569 1.30851 1.2012 0.916644 2.9552 1.37205 2.98888 1.4103 0.961731 0.913752 0.867346 2.18708 1.14232
threshold=-0.040879999999999993 0.10686000000000002 0.095250000000000015 0.09678500000000001 0.083715000000000026 -0.086554999999999979 -0.58204499999999992 -0.070454999999999976 0.0041500000000000009 -0.13868499999999997 -0.088189999999999991 -0.52440999999999993 0.092465000000000006 0.10977000000000002 0.085345000000000018 0.12213000000000002 -0.092064999999999994 -0.087149999999999991 -0.43349999999999994 0.092965000000000006 0.084720000000000004 -0.077074999999999991 -0.083559999999999982 -0.083539999999999989 0.11170500000000001 0.42240500000000009 0.091580000000000009 -0.089099999999999999 0.099660000000000012 -0.24768999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 14 -3 -6 -2 13 9 -1 15 -8 -10 -7 -4 -11 18 -18 -13 -20 22 -22 23 -19 25 26 27 28 -24 -29
right_child=1 4 3 -5 5 7 11 -9 12 10 -12 16 -14 -15 -16 -17 17 20 19 -21 21 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0067962173441493958 -0.029440892510116102 -0.041553229223936797 0.017860161101445556 0.051722383853048087 -0.0347956618713215 -0.021846439160872252 0.017181906588375567 0.02738893240609247 -0.019714106156908232 0.0043942824189721697 0.037431810144335033 -0.0051240820390153303 0.0037772294011359157 0.0082374285242985939 -0.0095981270961818244 0.027274456092466912 -0.025658784638203327 -0.0019322298991028221 0.0081314467691949426 0.0361759975109072 -0.011165944817052647 0.041945955753326415 -0.0046189001980096551 -0.045021988790143623 -0.02396845555305481 -0.018860061535680737 0.017762056372032084 -0.022575990547952448 0.035055222051839037 -0.00017691394673007618
leaf_weight=27 25 20 25 20 20 20 30 23 29 71 20 49 38 20 21 21 21 60 56 21 22 20 33 22 25 27 29 23 24 2259
leaf_count=27 25 20 25 20 20 20 30 23 29 71 20 49 38 20 21 21 21 60 56 21 22 20 33 22 25 27 29 23 24 2259
internal_value=0 -0.000350505 5.24506e-05 0.0193847 -0.0113516 -0.00407407 -0.0004122 0.00567881 0.00495981 0.0104309 0.0145839 -0.00014549 -0.00639066 -0.00680451 0.00532486 0.00961693 -0.00033866 -0.000731116 0.00765061 0.01578 -0.000525345 0.0141254 -0.000771281 -0.0134929 -0.000340218 -9.35769e-05 0.000120399 -9.83304e-05 0.012086 -0.000402672
internal_weight=0 2915 2812 66 103 83 2746 63 206 139 112 2721 67 40 46 92 2691 2565 126 77 2544 42 2502 82 2420 2395 2368 2339 57 2282
internal_count=3121 2915 2812 66 103 83 2746 63 206 139 112 2721 67 40 46 92 2691 2565 126 77 2544 42 2502 82 2420 2395 2368 2339 57 2282
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=31
num_cat=0
split_feature=3 394 394 392 394 13 158 40 1 151 52 455 148 39 2 158 1446 4 16 2 2 2 43 14 484 2 151 48 13 2
split_gain=0.534526 0.52439 0.71317 0.644293 0.620403 0.655573 1.25261 1.29366 1.32543 2.48036 2.47829 2.02562 1.94005 1.62709 1.59478 1.40531 1.36424 1.48954 1.31652 2.20524 1.73127 3.28363 1.6373 1.86611 1.89338 3.20276 2.04276 3.7501 1.94428 2.531
threshold=0.63141500000000017 -0.3110699999999999 -0.14900999999999998 0.088925000000000018 -0.09095499999999998 -0.066634999999999986 0.12874000000000005 0.051255000000000002 0.12456000000000002 0.086470000000000005 -0.081934999999999994 1.0000000180025095e-35 -0.095079999999999984 0.10226500000000001 0.13247500000000004 -0.41554999999999992 0.11483500000000001 -0.52556499999999995 -0.14771999999999999 0.090675000000000019 0.116525 0.10774000000000002 -0.52440999999999993 0.023790000000000002 0.085595000000000018 0.086675000000000016 -0.086654999999999982 0.085325000000000012 -0.051094999999999995 0.084245000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 9 11 -10 12 -7 14 -12 -14 17 -17 19 -19 21 -21 -20 24 26 -26 27 -24 -28 -30
right_child=-2 2 3 -5 5 6 -8 -9 10 -11 13 -13 15 -15 -16 16 -18 18 22 20 -22 -23 23 -25 25 -27 28 -29 29 -31
leaf_value=0.015496732410974802 -0.015188483703557566 -0.018362616916142761 0.011787614885675299 0.016449093499492543 0.0013534221625874998 -0.031800684341717338 -0.025866676006643548 -0.019493874319289863 -0.013671457896228223 -0.030632273480296138 0.045724353939294818 0.025069562257026674 -0.026813442268896672 -0.0033680700957775117 0.013222496247746879 0.024909967189128308 -0.026004354833137424 -0.010162639102443707 0.021923982298799924 0.010931443352074851 -0.0024508365988731387 0.060161851588636642 -0.04894125002416938 -0.029571837753057481 -0.050470107651892165 -0.0037930582559724552 -0.015094983945755909 0.0058755776056876553 0.010972268828041339 -0.001570556906873098
leaf_weight=22 23 21 44 24 1448 21 21 38 34 29 26 29 21 25 36 23 21 43 28 42 30 20 24 25 21 49 75 26 218 614
leaf_count=22 23 21 44 24 1448 21 21 38 34 29 26 29 21 25 36 23 21 43 28 42 30 20 24 25 21 49 75 26 218 614
internal_value=0 0.000112761 2.73305e-06 0.000128976 -2.49559e-07 -0.000173891 -0.00161089 -0.00127534 -0.000807567 -0.00170052 0.00922158 -0.00106968 -0.00165234 0.0181683 0.0268523 -0.00115772 -0.000729782 -0.000301054 -0.000778299 0.00853214 0.0172699 0.0268122 -0.0019421 -0.00257732 -0.0019202 -0.0177962 -0.000758951 -0.0204365 0.000325809 0.0017159
internal_weight=0 3098 3076 3055 3031 2987 1539 1518 1480 1359 121 1330 1301 87 62 1280 1259 1238 1215 135 92 62 1080 1052 1027 70 957 50 907 832
internal_count=3121 3098 3076 3055 3031 2987 1539 1518 1480 1359 121 1330 1301 87 62 1280 1259 1238 1215 135 92 62 1080 1052 1027 70 957 50 907 832
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=31
num_cat=0
split_feature=151 10 4 131 43 2 3 12 48 475 1 1375 1 151 151 0 3 43 1444 1186 14 11 1 0 1 16 0 15 0 52
split_gain=0.532087 1.7959 2.31762 1.95991 1.52521 2.9203 1.49018 1.25284 1.22589 1.90944 1.23901 1.13819 0.99512 0.993166 3.38893 2.76606 2.48739 2.1383 1.36161 1.25708 1.45056 1.2356 1.15038 1.9179 1.51258 1.19761 1.18857 5.65984 2.34598 1.8386
threshold=-0.08317999999999999 -0.0091199999999999979 -0.049534999999999989 0.080385000000000012 -0.085594999999999991 0.091185000000000002 -0.091354999999999978 0.087505000000000013 0.092680000000000026 -0.084894999999999984 0.10171500000000001 -0.27302499999999996 0.082005000000000008 0.084350000000000008 0.10365500000000001 -0.11242999999999999 -0.081814999999999985 -0.53814999999999991 -0.081839999999999982 0.084505000000000011 0.081390000000000004 0.10553000000000001 0.14699000000000004 -0.0058249999999999994 0.13968000000000003 -0.40995499999999996 -0.14226499999999997 -1.0000000180025095e-35 -0.13455999999999999 -0.029369999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 -5 9 -8 12 -2 -11 17 -15 -16 -17 -13 -19 20 21 22 24 25 26 -24 27 29 -28 -20
right_child=11 2 3 7 6 -7 8 -9 -10 10 -12 13 -14 14 15 16 -18 18 19 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.024902391114405224 -0.022636836766184349 0.036630182781002739 0.0046520835653479607 -0.035192464552819734 -0.022521368321031333 0.041519635639363728 -0.011841073165209416 -0.00061071447350762118 -0.012240027435796543 0.015450934419112113 0.00023558869725093246 -0.027233455876509351 0.042353044468909501 0.035822109989539691 -0.032448040990328247 -0.007206330423736397 0.036566462305684881 0.017264818867971734 -0.026722882401996426 0.013269165309426923 -0.020168409599230077 0.024024385027587414 -0.02193142515385435 -0.03789820982651277 0.019253081980308423 0.0082755537543978009 -0.028795432233281678 0.037069097404246742 -0.0010843794917607438 0.002738571200177245
leaf_weight=21 23 22 70 20 24 31 34 22 36 44 34 30 20 33 22 34 21 43 28 63 39 20 21 22 38 35 31 46 2107 87
leaf_count=21 23 22 70 20 24 31 34 22 36 44 34 30 20 33 22 34 21 43 28 63 39 20 21 22 38 35 31 46 2107 87
internal_value=0 0.00351731 0.00518906 0.00312427 0.00602019 0.0159679 0.000787301 -0.0170782 0.00411711 0.00857815 0.0156624 -0.000484705 0.0238578 -0.000297389 0.00901048 -0.00248021 0.00950692 -0.000689675 -0.000381026 -0.000680108 -0.00103532 -0.00072888 -0.000933876 -0.0128805 -0.000535146 -0.00305206 -0.000862224 0.00742356 -0.00148618 -0.00443465
internal_weight=0 378 357 335 293 101 192 42 168 132 98 2743 64 2720 110 77 55 2610 2580 2537 2474 2435 2415 78 2337 56 2299 161 2138 115
internal_count=3121 378 357 335 293 101 192 42 168 132 98 2743 64 2720 110 77 55 2610 2580 2537 2474 2435 2415 78 2337 56 2299 161 2138 115
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=31
num_cat=0
split_feature=104 2 124 376 106 106 33 52 16 2 52 4 2 1 52 1 3 15 1 47 47 13 1374 160 124 149 40 49 2 41
split_gain=0.550678 0.891276 0.733127 0.909836 0.874991 1.54495 1.41181 0.843406 0.72543 0.946236 2.84798 1.83835 1.60107 2.10763 3.18327 2.05343 1.69389 1.57183 1.36442 1.09717 1.27068 2.04639 1.27956 2.36676 1.28893 1.79702 1.58892 1.55723 1.54791 1.36161
threshold=0.089050000000000004 0.31765000000000004 0.08919500000000001 0.087615000000000012 0.087690000000000004 0.083930000000000018 0.086945000000000008 -0.07167999999999998 0.67964000000000013 0.14530500000000005 0.029970000000000007 0.076415000000000025 0.13622000000000004 0.122715 -0.063789999999999986 0.12000500000000001 0.14121000000000003 -0.40580499999999992 0.11669000000000002 0.11227500000000001 0.10621500000000002 -0.067719999999999989 0.086000000000000007 -0.085579999999999976 -0.087104999999999988 0.08618000000000002 -0.082074999999999995 -1.0000000180025095e-35 0.12669500000000003 0.10230000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -4 9 12 11 -11 13 15 -15 18 -16 -14 19 20 22 -22 24 -24 27 26 -26 -1 29 -28
right_child=-2 -3 7 -5 -6 -7 -8 -9 -10 10 -12 -13 17 14 16 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.0011371361808134961 0.016138878460263923 -0.021151257604360582 0.0047727896459400657 0.012424906885329014 -0.018642395034432411 0.024898483602330088 -0.026544675910845403 -0.021106995134751366 -0.017573184941125954 0.0034278721939171516 -0.014786681672558189 0.036440969147794953 -0.034178147423598502 -0.015507657983866725 0.041894282524784408 -0.029347640223568307 0.0071523802435916398 -0.00092000298202037827 0.01749757992061363 -0.012890865253423579 -0.0027670145422841116 0.040544147803448144 -0.0078282965613262999 0.031177927934165513 0.025081455789506435 -0.030096857775351968 -0.000273963356558185 -0.033473064248951585 0.026131998781453482 -0.024729187073914902
leaf_weight=26 21 20 20 60 25 25 20 34 23 31 32 37 27 23 36 24 23 30 44 67 24 20 28 35 25 20 2250 26 22 23
leaf_count=26 21 20 20 60 25 25 20 34 23 31 32 37 27 23 36 24 23 30 44 67 24 20 28 35 25 20 2250 26 22 23
internal_value=0 -0.000109328 2.73081e-05 0.000233407 -1.32177e-05 0.00014514 -6.70802e-05 -0.0115219 0.000115776 0.000257386 0.00981406 0.0213909 -8.72467e-05 0.000260852 0.0160491 -0.000230656 0.0283508 -0.0166739 3.70864e-05 -0.000262314 7.62665e-05 0.0169199 -0.000225615 0.0138418 -0.00059612 -0.000250079 7.22048e-06 -0.016168 -0.000265919 -0.000521421
internal_weight=0 3100 3080 3026 2966 2941 2916 54 2896 2873 100 68 2773 2716 82 2634 59 57 2610 2566 2499 44 2455 63 2392 2340 2320 52 2295 2273
internal_count=3121 3100 3080 3026 2966 2941 2916 54 2896 2873 100 68 2773 2716 82 2634 59 57 2610 2566 2499 44 2455 63 2392 2340 2320 52 2295 2273
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=31
num_cat=0
split_feature=45 1444 43 52 448 448 155 155 14 147 147 48 49 457 150 151 12 399 0 12 155 0 47 0 1 4 50 3 159 483
split_gain=0.610158 0.53378 0.842906 0.629651 0.892937 1.23755 0.855957 1.57081 0.853188 1.19811 1.75947 0.951561 0.995772 0.991281 1.59164 0.862278 0.826958 1.57413 1.56275 1.77943 1.57351 1.48026 2.43626 3.06988 2.49058 1.92677 2.77905 2.32541 1.65249 1.64321
threshold=-0.067109999999999989 -0.083894999999999983 -0.54673999999999989 -0.56176499999999996 -0.08705499999999998 -0.076874999999999985 0.14547000000000002 0.12016500000000001 0.10189000000000002 0.096265000000000003 0.089365000000000014 0.15372000000000002 -0.24768999999999997 0.091945000000000013 0.10921500000000002 -0.065174999999999983 0.091715000000000005 0.093190000000000009 0.18019500000000002 -0.12529499999999996 0.093115000000000017 -0.036484999999999997 0.09550500000000002 0.034820000000000011 0.10727500000000002 -0.14098499999999997 0.088280000000000011 -0.12711499999999995 0.076905000000000015 -0.095084999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 8 9 10 11 12 -7 16 -15 -11 17 18 19 -14 21 25 23 24 -23 26 -21 -27 -25 -29
right_child=1 2 3 4 5 6 -8 -9 -10 15 -12 -13 13 14 -16 -17 -18 -19 -20 20 -22 22 -24 28 -26 27 -28 29 -30 -31
leaf_value=-0.0169881316700152 -0.011663991614784066 0.020227001421153547 0.0096378602881861085 -0.016977380492514179 0.017126219399229047 -0.021992865365464243 0.016930870904490868 -0.024803922217912402 -0.020693645207211377 0.0028508985415101051 -0.022180525372580938 -0.020642569483342497 0.014911755428279508 0.027298614180513794 -0.0020759647783751673 0.031863787621259687 0.0026372711403820971 -0.021845514368033038 -0.026060763711575421 -0.043449112051166597 -0.024131030949025318 0.059510735848120278 -0.02057729639733831 -0.014580412613494057 0.014907980451901113 0.025290954732918182 0.0048423696944320744 0.016044871103904193 0.014684605243247609 -0.0022461531601117289
leaf_weight=21 38 21 68 31 42 20 29 26 20 21 36 22 73 35 39 20 855 36 24 26 29 21 24 35 31 33 22 51 43 1329
leaf_count=21 38 21 68 31 42 20 29 26 20 21 36 22 73 35 39 20 855 36 24 26 29 21 24 35 31 33 22 51 43 1329
internal_value=0 0.000115081 0.000261261 0.000123385 -9.42345e-05 8.3664e-05 -0.000163159 -0.000335826 -0.000112216 3.34931e-05 -0.000216425 7.13145e-05 0.000238484 0.000402796 0.0118174 0.0170035 8.18682e-05 -0.00114766 -0.000719673 -0.000365459 -0.00104383 -0.000629258 0.00869572 0.0141 0.0329206 -0.00161218 -0.0213155 -0.00094285 0.00155287 -0.00157018
internal_weight=0 3100 3062 3041 2973 2942 2900 2871 2845 2825 2784 2748 2726 2706 74 41 2632 1777 1741 1717 1644 1615 154 130 52 1461 48 1413 78 1380
internal_count=3121 3100 3062 3041 2973 2942 2900 2871 2845 2825 2784 2748 2726 2706 74 41 2632 1777 1741 1717 1644 1615 154 130 52 1461 48 1413 78 1380
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=31
num_cat=0
split_feature=1211 402 16 3 1212 133 402 1210 52 1212 1 1210 482 3 159 1 49 130 475 52 42 483 475 1 45 13 1455 2 390 43
split_gain=0.523635 1.76676 1.14381 1.58461 0.935034 2.44694 0.967254 0.994167 2.48014 0.847895 0.803688 0.743776 0.687014 0.873264 0.865704 1.8128 1.47251 1.4731 2.65113 2.07874 2.18866 1.91092 1.5894 1.50331 1.42504 1.30492 1.18665 1.19929 2.484 1.82248
threshold=0.085535000000000014 0.033490000000000006 -0.08231999999999999 -0.083344999999999989 0.090080000000000007 0.061605000000000007 0.2506000000000001 -0.080859999999999974 0.08257500000000001 0.091685000000000016 0.077845000000000011 -0.086074999999999985 -1.0000000180025095e-35 -0.081234999999999988 0.085035000000000013 0.15799000000000005 0.093350000000000002 -0.082344999999999988 -0.085669999999999982 -0.081934999999999994 0.087405000000000024 0.032770000000000007 -0.014939999999999997 0.092390000000000014 0.10526500000000001 -0.0075049999999999987 0.11784500000000002 0.084755000000000011 0.087070000000000022 -0.011244999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 9 7 8 -1 -6 -11 -10 13 -9 15 24 17 -16 -19 22 21 25 -20 -22 26 -21 27 29 -29 -14
right_child=1 -3 3 -5 5 -7 -8 12 11 10 -12 -13 14 -15 16 -17 -18 18 19 20 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.032911031162075235 0.011309759482526436 0.033374299742281441 -0.030918676974251869 0.0019510042997585104 -0.019015423911200327 -0.036053519767637439 -0.019124080169739537 0.00126267995685339 -0.01089359103968101 -0.004291284570068706 0.016794668960002517 0.013280682989861818 -0.00086114430710266675 -0.025442481568704052 -0.020594962838071367 -0.026913425011130483 0.018901083857349864 0.035026228241622451 -0.032630577158521523 0.014954156282668314 0.010949818174964911 -0.006864089335970304 -0.0033534229474568391 -0.019282487370563966 0.024970432599498469 0.040497455193350712 -0.023202497528299042 -0.0014518471518873176 -0.033245548315346242 0.009715785425000234
leaf_weight=32 65 20 20 55 22 26 26 25 35 51 28 20 442 24 27 26 59 25 22 60 29 27 118 38 22 30 23 1441 25 258
leaf_count=32 65 20 20 55 22 26 26 25 35 51 28 20 442 24 27 26 59 25 22 60 29 27 118 38 22 30 23 1441 25 258
internal_value=0 0.0055722 0.00160047 -0.00681424 -0.000301098 -0.00869556 7.50824e-05 0.000252852 0.0107758 -0.00165291 0.00318222 -0.00210295 -8.36021e-05 -0.0118174 0.000131576 -0.000662164 0.00421341 0.00190869 0.00364966 0.00122863 0.0082155 0.0164687 -0.00795412 -0.00619686 -0.000353465 0.0234686 -0.000607977 -0.000368053 -0.00199403 0.00303721
internal_weight=0 160 140 75 2961 127 2834 2808 87 101 79 55 2721 49 2672 2237 435 376 349 324 184 117 140 67 2211 90 2189 2166 1466 700
internal_count=3121 160 140 75 2961 127 2834 2808 87 101 79 55 2721 49 2672 2237 435 376 349 324 184 117 140 67 2211 90 2189 2166 1466 700
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=31
num_cat=0
split_feature=45 4 157 157 15 48 44 104 3 1 8 96 33 447 48 448 147 13 0 16 49 1373 4 457 16 4 2 1453 2 0
split_gain=0.518393 0.500986 0.542585 0.662976 1.28336 0.728764 1.09677 0.674968 1.08771 1.27756 1.37948 0.89564 1.2132 0.826918 0.933296 1.02745 0.831913 1.67085 1.10939 2.52846 2.73118 1.41305 1.06268 0.998342 1.29363 0.968025 1.53171 1.44761 3.7439 2.5724
threshold=-0.067109999999999989 -0.58204499999999992 -0.48214999999999997 -0.28320499999999993 -0.080694999999999989 0.16377500000000003 0.10049500000000001 0.089050000000000004 0.42240500000000009 0.14804000000000003 0.091215000000000004 0.086715000000000014 0.082285000000000011 0.085445000000000007 -0.075224999999999986 -0.08088999999999999 0.085835000000000009 -1.0000000180025095e-35 -0.17169499999999996 -0.074929999999999983 -0.0087849999999999977 0.092315000000000022 0.41555500000000006 0.09228500000000002 -0.080789999999999987 0.057560000000000007 0.14530500000000005 -0.064249999999999988 0.083585000000000007 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 8 9 10 11 12 13 16 15 -15 18 -18 19 20 -5 23 -22 25 -25 27 -27 28 -20 -30
right_child=1 2 3 5 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 17 -19 21 -21 22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.015658629202239573 -0.013716762072335071 0.013176466338336468 0.0047223350831440518 -0.018525845897383989 -0.030672584269195797 0.018822740124804633 -0.02072882279753685 0.018613391937687993 -0.017343194207974845 0.019661995689110721 -0.025372816338425593 -0.018884762178640813 0.021227161390041667 0.020912960590794685 0.025224039386268018 -0.0054564465722069149 0.008397965071101984 -0.028916592436975669 -0.048847552486473607 0.033188939704136416 0.033756804131570832 -0.026052492307055565 0.0035117468026538306 0.033695055432617665 0.0006361415240399796 -0.006761659654697068 0.014085307841499648 0.0011325227768099542 0.018940680160779846 -0.022679691040819443
leaf_weight=21 26 32 21 40 20 21 25 20 35 34 21 24 28 22 27 45 21 28 21 33 21 21 26 20 29 366 39 1974 33 27
leaf_count=21 26 32 21 40 20 21 25 20 35 34 21 24 28 22 27 45 21 28 21 33 21 21 26 20 29 366 39 1974 33 27
internal_value=0 0.000106075 0.000222989 8.67259e-05 -0.0125435 0.000259281 0.000128465 0.000304922 0.000180163 0.000391652 0.000163043 0.000351533 0.000515188 0.000307549 0.0095276 0.00320216 -1.3564e-05 -0.0129246 0.000225169 0.00962 0.000680051 -0.000220435 0.0170255 -4.22442e-06 0.0141296 -0.000285751 -0.00475417 0.000594887 -0.0125075 0.000211513
internal_weight=0 3100 3074 3042 41 3001 2980 2955 2935 2900 2866 2845 2821 2793 94 67 2699 49 2650 120 87 2530 47 2509 49 2460 405 2055 81 60
internal_count=3121 3100 3074 3042 41 3001 2980 2955 2935 2900 2866 2845 2821 2793 94 67 2699 49 2650 120 87 2530 47 2509 49 2460 405 2055 81 60
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=31
num_cat=0
split_feature=1455 44 1429 156 475 475 1428 156 159 12 1428 11 9 96 12 106 48 1374 457 150 48 475 475 475 16 42 16 43 43 4
split_gain=0.508146 0.982372 0.749211 1.02681 0.627412 0.696343 0.603923 0.655343 1.22856 2.05881 1.18185 0.957205 0.980183 0.845513 1.3336 0.962205 0.892902 0.740902 1.73887 1.1249 1.17601 1.11374 1.71232 1.66763 1.18968 3.96222 6.11044 4.25542 1.7651 1.60767
threshold=0.12033000000000001 0.10049500000000001 -0.13895999999999997 0.097165000000000015 0.093020000000000005 0.05680000000000001 -1.0000000180025095e-35 0.11467500000000001 0.11867500000000002 0.093965000000000007 0.089185000000000014 -0.011194999999999998 -0.090659999999999977 0.084000000000000019 -0.085119999999999987 0.04883500000000001 0.15068000000000001 0.086000000000000007 -0.069489999999999982 -0.099594999999999975 -0.091869999999999993 -0.10344499999999998 -0.088274999999999978 -0.086279999999999982 0.19444000000000003 0.099210000000000007 0.25792000000000009 -0.082689999999999986 -0.0043399999999999992 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 10 9 -9 11 -8 -13 15 -15 16 17 19 -19 -14 -21 -22 -23 -24 29 26 27 -26 -28 -25
right_child=-2 -3 4 -5 -6 -7 7 8 -10 -11 -12 12 13 14 -16 -17 -18 18 -20 20 21 22 23 24 25 -27 28 -29 -30 -31
leaf_value=0.029010347480930034 0.015503103742819458 -0.018423867238492802 0.01721716054598801 -0.0015739442294706472 0.015055365225783102 -0.015166849546855496 -0.020623360217913337 0.030308635391625822 -0.012914761426773939 -0.0028308889469937297 -0.022590994182974101 0.01814983795750244 -0.018191581786211049 0.0042776475846767427 -0.031401233273473654 0.021208821804750533 -0.018373870408093487 0.00044346374149123832 0.034104975783044382 -0.020524594842988467 0.016636566426604989 -0.024773314275911878 0.02436165092263504 0.015597783125586052 -0.078921202095225462 0.028934996734772414 0.0034465232521192881 -0.014468914905696044 -0.017026848291298229 8.7292216843229452e-05
leaf_weight=21 21 29 20 23 27 31 23 38 22 37 24 29 35 20 22 21 27 57 21 28 40 28 28 69 20 28 127 21 63 2121
leaf_count=21 21 29 20 23 27 31 23 38 22 37 24 29 35 20 22 21 27 57 21 28 40 28 28 69 20 28 127 21 63 2121
internal_value=0 -0.000105021 6.79671e-05 0.0130231 -0.000120347 -0.000256928 -0.00010125 -0.000218703 0.00786454 0.0139598 -0.000493624 -0.000306093 -0.000139499 -0.000330562 -0.0144113 -0.000114252 -0.000279304 -9.74149e-05 0.00950618 -0.000384639 -0.000142415 8.18293e-05 -0.000182518 9.54565e-05 -0.000181985 -0.00659102 -0.0108972 -0.0459091 -0.00334202 0.000575979
internal_weight=0 3100 3071 44 3027 3000 2969 2949 97 75 2852 2828 2805 2776 42 2734 2713 2686 78 2608 2573 2545 2505 2477 2449 259 231 41 190 2190
internal_count=3121 3100 3071 44 3027 3000 2969 2949 97 75 2852 2828 2805 2776 42 2734 2713 2686 78 2608 2573 2545 2505 2477 2449 259 231 41 190 2190
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=31
num_cat=0
split_feature=129 129 1213 1212 4 43 1212 403 403 0 1208 43 1209 402 0 403 3 43 133 1443 133 160 2 16 2 156 1429 51 1429 16
split_gain=0.486581 0.626809 0.57125 1.03129 2.67124 0.88408 0.736127 0.700508 1.33694 1.76838 0.91978 1.22599 0.795667 0.765189 1.84093 0.79777 1.03123 0.796374 0.831625 0.79586 0.733498 2.57846 2.30009 2.12084 1.38304 1.26398 1.58319 1.2787 1.13367 1.28657
threshold=-0.075474999999999987 -0.087439999999999976 0.12389500000000002 0.11534000000000001 -0.077679999999999985 -0.011919999999999998 0.098205000000000015 -0.5492149999999999 -0.53255499999999989 -0.071719999999999992 1.0000000180025095e-35 -0.015774999999999994 0.091400000000000023 -0.024724999999999997 -0.087319999999999995 -0.087449999999999986 -0.081164999999999987 -0.53814999999999991 0.12599500000000005 0.092480000000000021 0.093255000000000018 0.096860000000000016 0.12992500000000004 -0.011989999999999999 0.091545000000000015 0.11467500000000001 -0.080244999999999997 -0.46621499999999999 -0.13895999999999997 0.24134000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -5 -4 -7 -2 9 -9 12 -12 13 14 -10 -16 -17 -15 19 20 25 22 23 24 -22 27 -27 -19 -29 -30
right_child=2 -3 5 4 -6 6 -8 8 10 -11 11 -13 -14 17 15 16 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0039148544046011839 0.011555566340859514 0.017747752138358705 0.019536443975930282 -0.042869520317763088 0.0049806261335366541 -0.01468906690451232 0.0080844847566913826 -0.039641682305373252 0.031421912468969825 0.00062009746519227826 -0.0025650069164112211 0.032449099756777289 -0.018090194143354894 -0.017675440810099072 0.0091354774109817845 -0.017439464234242526 0.007442410578650813 0.023901406740769744 -0.0095925359442634028 0.019326405067529001 0.002638867594809695 -0.01920995381934678 0.041149308473210446 -0.0039147565660158888 0.035422906739216657 -0.015118865272407198 0.015342240382477149 0.016887926998915097 -0.00093261031939910813 -0.0089364114393376652
leaf_weight=22 50 34 37 20 28 22 40 20 25 24 20 20 25 27 74 36 31 20 95 21 22 34 22 81 31 21 91 33 1870 225
leaf_count=22 50 34 37 20 28 22 40 20 25 24 20 20 25 27 74 36 31 20 95 21 22 34 22 81 31 21 91 33 1870 225
internal_value=0 0.00923744 -0.000168775 -0.000418195 -0.0149569 0.00730372 3.54707e-06 -0.000179038 -0.000383616 -0.0176807 -0.000114114 0.014942 -0.000330439 -0.000169513 0.00641245 0.00197815 -0.00592695 -0.000590881 -0.000411113 -5.81245e-05 -0.000224278 0.00574324 0.0111818 0.00626172 0.0218144 -0.000725972 0.00963078 -0.00126599 -0.00150252 -0.00179221
internal_weight=0 56 3065 2966 48 99 62 2918 2868 44 2824 40 2784 2759 166 141 67 2593 2566 2471 2450 190 156 134 53 2260 112 2148 2128 2095
internal_count=3121 56 3065 2966 48 99 62 2918 2868 44 2824 40 2784 2759 166 141 67 2593 2566 2471 2450 190 156 134 53 2260 112 2148 2128 2095
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=31
num_cat=0
split_feature=1455 1455 0 158 482 133 42 482 124 481 12 1 2 158 295 9 0 11 1455 131 129 130 47 1212 52 15 479 479 160 1443
split_gain=0.525048 1.25112 1.36851 0.634403 1.66582 1.32235 0.991378 1.05895 1.14055 1.11341 1.16795 1.58747 0.925011 0.872775 0.897098 1.33429 6.83777 1.31037 0.853682 1.08449 0.734452 0.979679 1.9806 1.99707 1.24235 1.40076 1.04726 1.4094 1.02664 1.21205
threshold=-0.23681499999999997 -0.089344999999999994 -0.084509999999999988 0.085030000000000008 -1.0000000180025095e-35 -0.54656499999999986 0.11326500000000002 0.087870000000000018 -0.083034999999999984 -0.086484999999999992 0.081420000000000006 0.10557500000000002 0.097845000000000015 0.083065000000000014 0.083910000000000012 -1.0000000180025095e-35 -0.026509999999999995 -1.0000000180025095e-35 0.079300000000000009 0.087580000000000005 0.11179500000000002 0.09721500000000001 0.088555000000000009 0.058525000000000008 0.092965000000000006 -0.053579999999999996 0.10713500000000002 0.088785000000000017 -0.55045999999999984 0.090450000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3 7 8 -6 -10 11 -11 18 14 15 16 -7 -17 19 -12 21 26 23 24 25 -23 27 28 -19 -30
right_child=1 3 -4 4 6 13 -8 -9 9 10 12 -13 -14 -15 -16 17 -18 20 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.011105368523082387 -0.035339148821575302 0.022984500074138246 -0.00071142920851707467 -0.020842792908661069 -0.0098599559782693788 0.020171824436296115 -0.012817797980581722 -0.009548319404109799 -0.0091976617742329844 0.045775092364503792 -0.0058933611858860944 0.011746144525963686 0.026435395410018311 -0.019989292906678242 0.01706682490506049 0.023969542776996439 -0.060617805880028755 -0.022839986602775753 0.023745578702627904 0.021110817599110307 0.014061375011635178 -0.046750479371537673 0.020121351424604656 0.013217731040309778 -0.0065151928327022452 -0.015038155037909746 0.016202535058714843 -0.024149089418351651 -0.00029836131136095159 0.024425239339470866
leaf_weight=42 21 24 25 24 24 22 24 29 20 26 58 29 28 23 29 22 20 20 21 20 34 26 20 22 39 30 38 25 2316 20
leaf_count=42 21 24 25 24 24 22 24 29 20 26 58 29 28 23 29 22 20 20 21 20 34 26 20 22 39 30 38 25 2316 20
internal_value=0 -0.000151486 -0.0165197 9.6763e-05 0.00443793 -0.000385059 0.00661262 0.00844136 0.0107498 0.0131985 0.0156596 0.0278326 0.0103878 -0.000592328 -0.000426047 -0.00061719 -0.0182994 -0.000332866 0.00584908 0.00103079 -0.000539296 -0.000733515 -0.00896009 -0.0139313 -0.0202184 -0.0297617 -0.000267603 -0.000530461 -0.000279839 -8.66866e-05
internal_weight=0 3079 46 3033 303 2730 279 255 226 202 182 55 127 2706 2683 2654 42 2612 99 78 2590 2556 137 117 95 56 2419 2381 2356 2336
internal_count=3121 3079 46 3033 303 2730 279 255 226 202 182 55 127 2706 2683 2654 42 2612 99 78 2590 2556 137 117 95 56 2419 2381 2356 2336
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=31
num_cat=0
split_feature=9 45 11 1444 43 392 123 160 151 475 1451 1452 160 39 10 124 16 15 52 3 2 159 133 49 160 4 106 44 1456 1
split_gain=0.511109 0.563479 0.903871 0.507828 0.79864 0.478514 0.744241 0.726033 2.15435 2.18299 1.77227 1.62102 1.52046 1.25467 1.18297 1.83914 1.97385 3.19883 1.49468 2.28988 2.06067 1.48611 1.31063 3.37628 1.07814 0.900864 0.89388 0.919028 1.02581 0.88865
threshold=-0.093504999999999991 -0.067109999999999989 -0.014494999999999999 -0.083894999999999983 -0.54673999999999989 0.091685000000000003 -1.0000000180025095e-35 0.055845000000000006 -0.14960499999999996 -0.08323499999999999 0.083235000000000017 0.11727000000000001 -0.55697499999999989 0.091400000000000009 -1.0000000180025095e-35 -0.085124999999999992 -0.094359999999999986 -0.092919999999999989 -0.061194999999999992 0.096675000000000011 0.096015000000000017 0.10779000000000001 -0.010614999999999998 -0.0087849999999999977 0.032695000000000009 -0.0082299999999999995 0.087390000000000009 0.082070000000000018 0.11253500000000001 0.15170500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 10 -9 -10 12 13 -8 14 -11 -16 21 -18 19 25 -20 22 -17 -24 26 -19 27 28 29 -14
right_child=1 2 3 4 5 -7 7 8 9 11 -12 -13 24 -15 15 16 17 18 20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.015188307298178022 -0.016623027669265867 0.021406112499535085 -0.011410244054308065 0.019655969872006351 -0.016551667282840722 0.0144549614628372 0.021371146944875366 0.03515208729409746 0.027835274265418132 -0.02329300567507744 -0.03017347722314298 0.027952385605312886 -0.00036531567405927374 0.021846884654157545 0.028245228445157412 -0.0039405803661793472 -0.041122176369222316 -0.011360756679674362 -0.00019243105601232787 0.03204080752717952 -0.042309385744322629 -0.01394406139617786 0.0016458749150236448 0.057277870625257493 -0.020440687321954306 0.0065874272064926735 -0.019159431811422111 -0.016239033569581809 0.020233769655227662 0.015919634414946333
leaf_weight=22 20 20 38 21 27 23 32 21 31 26 20 20 2319 22 20 20 26 67 26 21 21 20 24 20 27 48 25 35 25 34
leaf_count=22 20 20 38 21 27 23 32 21 31 26 20 20 2319 22 20 20 26 67 26 21 21 20 24 20 27 48 25 35 25 34
internal_value=0 0.000107823 0.0002165 7.79604e-05 0.000222466 8.64316e-05 -2.45782e-05 0.000126687 0.00390906 0.00231658 -0.000523996 0.000240255 -0.000286515 -0.00129504 -0.00279688 -0.00109433 -0.00309703 -0.00830045 -0.00363725 0.00167561 -0.0190106 0.00984959 0.0172851 0.0269331 -0.00056767 -0.00386934 -0.000347583 -0.000152682 8.40811e-05 -0.000130004
internal_weight=0 3099 3079 3059 3021 3000 2977 2950 433 412 2517 381 2497 361 339 313 293 209 183 136 47 84 64 44 2465 115 2438 2413 2378 2353
internal_count=3121 3099 3079 3059 3021 3000 2977 2950 433 412 2517 381 2497 361 339 313 293 209 183 136 47 84 64 44 2465 115 2438 2413 2378 2353
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=31
num_cat=0
split_feature=11 2 2 1455 44 146 2 148 1348 1375 14 12 12 2 0 454 0 151 4 0 0 4 123 133 14 1 133 1452 13 48
split_gain=0.499364 0.60526 0.652637 0.516382 0.487523 0.688015 0.561228 1.00494 0.761845 0.821358 0.798561 2.80793 0.683729 2.41012 1.40817 1.02411 0.852357 1.78012 1.45472 1.02174 3.2465 5.49374 2.72126 2.98918 3.9036 3.0615 1.1788 1.89717 1.93059 3.13132
threshold=-0.011194999999999998 0.31358000000000003 0.17760500000000004 0.12033000000000001 0.10049500000000001 0.085195000000000007 0.15609500000000001 -0.12018999999999998 0.091105000000000005 -0.24467499999999998 0.086645000000000014 0.079890000000000017 -0.096104999999999982 0.10060500000000001 0.16094000000000003 0.088225000000000012 -0.17169499999999996 -0.00099499999999999979 0.36766000000000004 -0.13455999999999999 -0.14226499999999997 0.0037800000000000004 0.084785000000000013 -0.083244999999999986 0.077685000000000018 0.099195000000000019 -0.071719999999999992 0.10669000000000002 -0.089109999999999981 0.078735000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 -9 12 -12 13 -11 15 16 17 -14 -19 20 22 -22 23 -18 25 -25 -21 28 29 -28
right_child=1 -3 -4 -5 -6 -7 -8 8 -10 10 11 -13 14 -15 -16 -17 19 18 -20 26 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.013540661334991455 -0.022501700222492219 0.013588718189434572 -0.016452652596247695 0.016118075831327589 -0.013137321746242898 0.015721468973372663 0.014062614100319998 0.016604688291748364 -0.017050247386885951 0.0064943917740796072 0.041012347675859928 -0.0097215991777678326 -0.0052728565269202559 -0.026307231502696163 0.018438409550524341 0.020775354366101648 -0.027706284539308401 0.033494174913229313 0.0020718231295736938 0.0042954091051813038 -0.06867493305887494 0.00070491345599293714 -0.033459063647314907 0.056167812425643206 -0.017392550840973853 0.0091340219023667516 -0.01884695072185423 -0.031242468585038471 -3.0416930156834617e-05 0.01351870221611208
leaf_weight=27 20 33 24 20 28 28 28 30 26 48 20 24 53 42 41 23 20 34 26 458 21 25 20 25 25 31 128 21 1733 39
leaf_count=27 20 33 24 20 28 28 28 30 26 48 20 24 53 42 41 23 20 34 26 458 21 25 20 25 25 31 128 21 1733 39
internal_value=0 0.000118163 -2.70597e-05 0.000102744 -3.42318e-06 0.000119611 -2.79243e-05 -0.00016244 -9.06387e-06 0.000144407 -2.84345e-05 0.0133393 -0.000237528 -0.00881303 4.59078e-05 -0.00023526 -0.000416999 0.00808149 0.0198778 -0.00079419 -0.00835522 -0.0309685 0.000241564 0.00691496 0.0154634 0.0301312 -0.000263425 -0.00135033 -0.00101994 -0.0112885
internal_weight=0 3094 3061 3037 3017 2989 2961 2933 2913 2887 2857 44 2813 90 2723 2682 2659 113 60 2546 167 46 121 101 81 56 2379 1921 1900 167
internal_count=3121 3094 3061 3037 3017 2989 2961 2933 2913 2887 2857 44 2813 90 2723 2682 2659 113 60 2546 167 46 121 101 81 56 2379 1921 1900 167
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=31
num_cat=0
split_feature=15 3 13 149 149 2 2 0 1 12 41 0 483 159 12 0 14 3 3 474 51 133 3 43 4 1213 4 1213 454 151
split_gain=0.522628 0.918252 0.550608 1.23615 1.17762 1.11503 2.16984 2.25783 2.00638 2.351 4.09976 1.89941 1.69929 2.15117 1.84275 1.9237 1.49917 1.26333 1.5721 1.64581 1.15399 1.14335 1.29459 1.49764 1.46289 1.13256 1.77488 1.67436 1.06679 1.06081
threshold=-0.56368999999999991 0.63141500000000017 -0.066634999999999986 0.099660000000000012 0.080895000000000009 0.091185000000000002 0.088555000000000009 -0.091069999999999984 0.082005000000000008 0.086505000000000012 0.078570000000000015 -0.046359999999999991 -0.041389999999999989 0.11058000000000003 0.098330000000000015 -0.050684999999999994 -0.24758499999999997 -0.088494999999999976 -0.082404999999999992 0.090215000000000004 -0.0046749999999999995 0.098785000000000012 -0.081924999999999984 -0.081289999999999987 0.058735000000000009 0.04198000000000001 -0.084134999999999988 -0.086554999999999979 0.088785000000000017 -0.088934999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 28 6 12 -8 9 10 -7 21 20 14 15 17 -10 -14 25 -20 -2 22 -11 -24 -25 26 -19 -28 29 -4
right_child=1 -3 4 -5 -6 8 7 -9 16 11 -12 -13 13 -15 -16 -17 -18 18 19 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.014400580812245609 0.031923737476959278 -0.021474189832806589 0.011006367935566232 0.026136552644893531 -0.023220718931406738 0.057810671098530303 -0.044686066671274609 -0.0074639140152033753 0.014669208991556213 -0.0019069314106471011 -0.0029329477064311505 -0.02134022989674755 0.018447466080801358 -0.028909564670175317 -0.028076199103485456 0.028003666478280839 -0.0070940546342171734 0.023321678172796966 0.004913542657669215 -0.022708930810103597 0.0052992229122759372 -0.001859464532399953 0.039773633211851123 0.019923260478620849 -0.0050106357895966739 -0.028383380692938099 -0.035363923083059488 -0.0047462268777102414 -0.022775010597384113 -0.0011773669940827527
leaf_weight=25 27 20 75 20 24 25 20 88 39 45 20 23 36 26 22 26 168 20 347 23 41 74 25 82 33 23 20 167 22 1515
leaf_count=25 27 20 75 20 24 25 20 88 39 45 20 23 36 26 22 26 168 20 347 23 41 74 25 82 33 23 20 167 22 1515
internal_value=0 -0.000116284 2.25843e-05 0.00144865 -0.00123263 0.00110093 -0.00107454 -0.0143569 0.00471042 0.00958736 0.0308135 0.00620021 0.000769279 -0.000677056 0.00039611 0.00134232 -0.00299373 0.00025239 -0.000839314 0.00319647 0.0158707 0.00864589 0.012848 0.0175907 0.0127683 -0.00733166 -0.00499258 -0.00802085 -0.000905263 -0.000602663
internal_weight=0 3096 3076 1440 1636 1420 886 108 534 327 45 282 778 710 684 662 207 636 600 370 68 259 185 140 115 230 207 187 1612 1590
internal_count=3121 3096 3076 1440 1636 1420 886 108 534 327 45 282 778 710 684 662 207 636 600 370 68 259 185 140 115 230 207 187 1612 1590
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=31
num_cat=0
split_feature=104 2 1 30 30 49 1 2 34 4 34 10 40 2 2 48 13 40 49 15 2 1374 13 150 2 447 49 133 457 12
split_gain=0.442098 0.620799 0.641874 0.458762 1.34552 0.679276 2.83673 3.21139 1.25903 0.773802 0.880656 0.756352 0.681044 2.28365 1.68413 2.11929 0.942918 0.841441 0.6973 2.42816 6.03932 2.2137 1.51673 1.51238 1.96943 1.9425 1.31393 1.46121 1.36935 1.15775
threshold=0.089050000000000004 0.31765000000000004 0.16175000000000003 0.088655000000000012 0.085875000000000021 -0.15302999999999997 0.081670000000000006 0.098630000000000009 -0.085489999999999997 -0.55119499999999988 -1.0000000180025095e-35 -0.015579999999999998 -0.065969999999999987 0.092875000000000013 0.11215000000000001 0.084170000000000009 -0.07743499999999999 -0.047054999999999993 -0.008964999999999999 -0.092919999999999989 0.091055000000000011 0.086000000000000007 -0.084154999999999994 0.12314500000000002 0.10097500000000002 0.084065000000000015 -0.0055299999999999993 0.087625000000000022 0.10487 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -7 -10 -11 -12 13 -13 15 -15 -16 -14 19 20 -19 26 -21 24 25 -24 27 -20 29 -28
right_child=-2 -3 -4 -5 -6 8 7 -9 9 10 11 12 17 14 16 -17 -18 18 21 22 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.017351987318101305 0.014460516006996237 -0.017659187316894531 0.017439344170547665 0.01081557946377679 -0.024881246630949053 -0.023118941765278581 0.04952946082145597 7.7882267791649394e-05 -0.019721924811601638 0.020419534207099962 -0.014743892082146237 0.027424899489583016 -0.017571490387698369 -0.029693108692299575 -0.0003693948167243174 0.0073029124240080517 0.026077104058976359 -0.0020259986418144156 0.028740481541238053 -0.0091137261513882049 -0.067431264068000027 0.03008596123754978 0.01025719221419422 -0.016343008511914656 0.029373129633696454 -0.022180249522595355 -0.010531857889145613 -0.004530787975950675 -0.025039676443504341 0.00053599399236230205
leaf_weight=27 21 20 21 38 22 24 24 29 20 21 35 39 28 32 28 30 26 48 33 114 20 25 80 26 38 24 99 22 22 2085
leaf_count=27 21 20 21 38 22 24 24 29 20 21 35 39 28 32 28 30 26 48 33 114 20 25 80 26 38 24 99 22 22 2085
internal_value=0 -9.79583e-05 1.60756e-05 -0.000103535 -0.000240882 -6.0126e-05 0.00903077 0.022471 -0.000309277 -0.000120181 1.61785e-05 -0.000133951 4.74421e-05 0.00649123 -0.000546814 -0.0117918 0.0123641 -0.000327478 -0.000144309 -0.00430094 -0.0212628 0.000492095 -0.000210832 0.00583042 0.00989034 0.00277163 0.000164874 0.015432 -0.000215766 3.42919e-05
internal_weight=0 3100 3080 3059 3021 2999 80 53 2919 2895 2875 2854 2819 155 116 62 54 2664 2636 350 68 2286 282 168 142 104 2261 55 2206 2184
internal_count=3121 3100 3080 3059 3021 2999 80 53 2919 2895 2875 2854 2819 155 116 62 54 2664 2636 350 68 2286 282 168 142 104 2261 55 2206 2184
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=31
num_cat=0
split_feature=10 10 12 12 42 121 473 12 15 130 131 16 480 1417 1447 11 52 11 11 129 14 157 16 15 15 123 160 11 150 150
split_gain=0.482202 1.7188 1.12763 0.548733 1.25031 0.952254 0.898641 0.990934 1.47523 1.31546 1.80476 1.19529 0.889842 1.18987 1.08681 0.95873 3.7019 1.47697 1.53384 1.11855 1.15976 1.21466 1.31874 1.26106 1.65627 1.7557 1.81873 1.09147 1.08242 0.990326
threshold=-0.15926999999999997 -0.089679999999999982 -0.089839999999999989 0.110195 0.11688500000000002 -0.078059999999999977 -0.072684999999999986 0.098330000000000015 0.11773500000000002 0.101595 0.098420000000000021 0.0073350000000000004 0.096680000000000016 -1.0000000180025095e-35 -0.076814999999999981 0.086080000000000018 -0.046924999999999988 0.079915000000000014 0.076270000000000018 0.11266500000000002 0.08840000000000002 -0.14116499999999996 -0.54656499999999986 -0.44764999999999994 -0.56368999999999991 0.087755000000000014 -0.061914999999999991 0.081790000000000015 0.13529000000000005 0.12314500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -3 -7 12 9 10 11 -9 13 -8 -14 17 -17 18 19 20 21 -15 -23 24 -24 26 -26 -19 29 -25
right_child=1 3 -4 4 -6 6 7 8 -10 -11 -12 -13 14 15 -16 16 -18 27 -20 -21 -22 22 23 28 25 -27 -28 -29 -30 -31
leaf_value=0.02756043424208959 -0.026830220532914003 0.020393070883371615 -0.0011815083546352048 0.0099782691555840245 -0.0068426054700957764 0.018774034020801387 0.020470554802428792 0.00068779524680676648 -0.032041152176402868 -0.024643407229866302 0.023073517241013738 -0.016894194702136107 -0.006976830258965493 -0.014802583415682117 0.018169305934147402 0.0074356861833122477 -0.047746844049543144 0.0351869978121249 -0.024830826028035241 0.023140597948804499 -0.023460900876671076 0.01845052234375065 0.013831015674874098 0.00019148614770285691 -0.012877319319522941 0.0031371375269911906 -0.050227641314268115 0.0025452468899034319 0.020469791877370042 -0.019088153941211879
leaf_weight=21 24 22 39 148 63 24 27 116 21 28 26 58 25 57 55 31 20 20 26 20 22 38 21 2014 32 27 22 21 26 27
leaf_count=21 24 22 39 148 63 24 27 116 21 28 26 58 25 57 55 31 20 20 26 20 22 38 21 2014 32 27 22 21 26 27
internal_value=0 -0.000174025 0.00887817 3.66266e-05 0.00495592 -0.000330667 -0.000493264 -0.0006596 -0.0066789 -0.00434291 -0.00150084 -0.00517287 -6.74207e-05 -0.000406174 0.0103111 -0.000638712 -0.0142045 -0.000347159 -0.000677958 -0.000405636 -0.00061164 -0.000389606 -1.73633e-05 -0.000340913 -0.0111954 -0.0176837 -0.0280941 0.0184681 0.000194721 -6.35605e-05
internal_weight=0 3061 60 3037 211 2826 2804 2780 249 228 200 174 2531 2451 80 2424 51 2373 2332 2306 2286 2264 2207 2169 102 81 54 41 2067 2041
internal_count=3121 3061 60 3037 211 2826 2804 2780 249 228 200 174 2531 2451 80 2424 51 2373 2332 2306 2286 2264 2207 2169 102 81 54 41 2067 2041
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=31
num_cat=0
split_feature=13 96 106 51 47 10 0 0 0 483 0 159 483 4 1456 12 147 0 1212 1213 52 48 158 151 16 483 1446 51 2 15
split_gain=0.446392 1.3458 1.34349 1.35237 1.5728 1.3944 2.70875 2.27147 2.02909 1.52428 1.2819 1.55147 2.05365 1.70444 1.30371 1.29672 1.65142 1.73195 1.52111 1.64196 1.4023 1.47856 1.20773 1.24937 1.63195 1.30371 1.05614 1.02361 5.02308 6.16752
threshold=-0.07692499999999998 0.086715000000000014 0.016890000000000006 0.094075000000000006 0.098400000000000015 -0.092019999999999977 -0.026509999999999995 -0.055064999999999996 0.089620000000000019 0.11517500000000001 -0.081584999999999977 0.11109000000000001 -1.0000000180025095e-35 -0.0083799999999999986 0.090155000000000013 0.088930000000000023 0.087070000000000022 -0.13455999999999999 0.10654500000000001 0.05211000000000001 0.084735000000000019 0.089155000000000012 0.094850000000000004 -0.010154999999999999 -0.069894999999999985 0.085765000000000022 1.0000000180025095e-35 0.092235000000000011 0.08919500000000001 -0.037864999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 27 3 5 -5 -1 7 9 -8 10 11 12 13 -7 15 16 17 20 19 22 21 -14 23 24 -19 -26 -12 -2 29 -29
right_child=1 -3 -4 4 -6 6 8 -9 -10 -11 26 -13 14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.020770388713572174 0.00015992414421688315 -0.024512156556981305 0.024402534093009312 0.01467564929664756 -0.014410005044192077 0.0052689178928952011 0.048357781022787094 -0.033156180257598561 0.0043480502229861244 -0.023361444211116546 0.012028904733783071 -0.020109357847832146 0.0040235205071179996 0.042059245686978108 0.022092636078393655 0.0065263017434157803 0.020835557721555237 0.026997393447116182 -0.028310954926090072 0.019520834252012498 -0.041792076010079615 -0.031576134199276566 0.014959295955486597 -0.009350383030082357 0.0051755523096824836 -0.019568631279792997 -0.011081598553320637 -0.006481571248067277 0.0023768315154656366 -0.07405052756123702
leaf_weight=32 1630 24 25 120 22 34 20 21 22 27 141 40 28 20 23 139 25 23 23 33 21 20 32 249 68 31 23 35 148 22
leaf_count=32 1630 24 25 120 22 34 20 21 22 27 141 40 28 20 23 139 25 23 23 33 21 20 32 249 68 31 23 35 148 22
internal_value=0 -0.000985374 0.00145151 0.00098767 0.0101694 -0.000203023 0.000416126 -0.000607709 0.0253051 7.58091e-05 0.000726175 -0.000908073 9.06939e-05 0.018895 -0.00132949 -0.00210797 -0.00427825 -0.00546735 -0.00324676 -0.00192456 -0.0202391 -0.0108097 -0.00368064 -0.0052884 0.00300205 -0.00257263 0.0087878 -0.000677667 -0.00733754 -0.0325608
internal_weight=0 1859 1262 1237 142 1095 1063 1021 42 1000 973 809 769 54 715 692 553 528 459 436 69 48 403 371 122 99 164 1835 205 57
internal_count=3121 1859 1262 1237 142 1095 1063 1021 42 1000 973 809 769 54 715 692 553 528 459 436 69 48 403 371 122 99 164 1835 205 57
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=31
num_cat=0
split_feature=1444 43 11 43 157 3 11 2 14 483 483 49 160 0 457 160 12 0 3 475 447 147 4 49 15 1 483 457 3 14
split_gain=0.467527 0.631303 0.454337 1.9149 1.23794 0.932145 1.58732 0.9236 0.827854 0.777127 2.1253 1.68929 1.32051 1.90281 1.12284 0.960348 1.81997 1.01729 6.09755 3.3367 1.79192 2.00545 1.62844 2.50995 1.94911 1.94668 1.56932 1.5686 1.34643 3.04073
threshold=-0.083894999999999983 -0.54673999999999989 1.0000000180025095e-35 0.035560000000000008 -0.052249999999999991 -0.14477499999999996 0.095360000000000014 0.08839000000000001 0.08840000000000002 -0.095084999999999989 -0.17649999999999996 0.0043850000000000009 0.11655500000000001 -0.085254999999999984 0.3138450000000001 0.10070500000000002 0.082850000000000021 -0.13455999999999999 -0.026224999999999995 -0.052309999999999988 0.092655000000000015 0.093875000000000014 -0.010384999999999998 -0.081604999999999997 -0.10324499999999999 0.094825000000000007 -0.069964999999999986 0.060310000000000009 0.11296500000000002 -0.24494999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 4 -4 6 7 -6 9 10 11 -3 14 -14 15 17 -17 18 -11 -20 21 26 -21 -24 25 -25 -19 -26 -28 -30
right_child=1 2 3 -5 5 -7 -8 -9 -10 12 -12 -13 13 -15 -16 16 -18 20 19 22 -22 -23 23 24 27 -27 28 -29 29 -31
leaf_value=-0.011024310753533715 0.017415144241281919 0.0089775909012293122 0.01622950724530511 0.028328635646351453 0.010424409736879171 -0.020996408654376866 0.018643509180230253 -0.012267395991727081 -0.018818686322386688 -0.051566572321785825 0.037576781222596771 -0.024084036576095969 -0.037737301307851856 -0.001471532379778532 0.019075398445129396 0.029499844741852334 -0.0056317661800582355 -0.020745073238180745 -0.040567018426954753 0.022575197459170315 -0.029791196418955224 0.029026499809697272 -0.031013518601655961 -0.033182188495993616 0.03058433212411021 0.0014928737081422964 -0.00023481960104339492 -0.0033084327524358576 -0.023234460800886154 0.020359786248300225
leaf_weight=38 21 68 41 29 24 25 34 71 24 27 20 20 23 39 30 30 29 36 20 33 20 24 25 20 36 85 2107 22 20 80
leaf_count=38 21 68 41 29 24 25 34 71 24 27 20 20 23 39 30 30 29 36 20 33 20 24 25 20 36 85 2107 22 20 80
internal_value=0 0.000135882 1.73762e-05 0.00435317 0.000787588 -0.00332357 0.000101396 -0.00653473 -0.000324843 -0.000167113 0.00815121 0.00146358 -0.000499108 -0.014925 -0.000160832 -0.000381599 0.0122318 -0.000672867 -0.00650184 -0.00145309 1.0196e-05 0.000273111 0.00208663 -0.00150977 0.00301534 -0.0051119 -3.45492e-05 0.0177285 0.000303275 0.0116409
internal_weight=0 3083 3062 224 195 154 129 95 2838 2814 108 88 2706 62 2644 2614 59 2555 268 241 2287 2267 221 188 163 105 2243 58 2207 100
internal_count=3121 3083 3062 224 195 154 129 95 2838 2814 108 88 2706 62 2644 2614 59 2555 268 241 2287 2267 221 188 163 105 2243 58 2207 100
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=31
num_cat=0
split_feature=9 16 14 160 1211 34 376 42 1443 402 4 4 1 3 3 160 2 0 14 160 43 128 447 15 2 400 128 4 43 50
split_gain=0.453155 0.5032 1.48057 1.38347 1.23165 1.2011 1.24472 2.66929 1.097 0.991957 0.956038 1.33993 1.00454 1.62314 4.3646 1.27145 1.21755 1.21518 3.2707 2.14108 1.00152 1.13209 1.09367 1.04961 1.95795 0.977229 0.960432 1.20173 1.62087 1.75428
threshold=-0.093504999999999991 -0.082779999999999979 -0.24758499999999997 -0.55323499999999981 0.087635000000000005 -0.083494999999999986 0.084145000000000011 0.090470000000000009 0.091740000000000016 0.2506000000000001 0.51303500000000013 0.10528000000000001 0.14173500000000003 0.12745000000000004 0.10893000000000001 -0.066074999999999981 0.12358500000000001 -0.14920999999999998 0.018475000000000002 -1.0000000180025095e-35 0.062770000000000006 0.11059000000000001 0.085445000000000007 -0.011859999999999997 0.10497000000000002 0.083760000000000015 0.096925000000000011 0.0033150000000000007 -0.0084099999999999991 -0.44792999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -4 -7 -8 9 10 11 12 13 14 17 -15 -17 19 20 -5 21 22 25 24 -22 26 27 -19 29 -29
right_child=1 3 4 8 -6 6 7 -9 -10 -11 -12 -13 -14 15 -16 16 -18 18 -20 -21 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.014301322044974024 0.026385374612679396 -0.024219806047505701 0.021213839018579435 -0.0041320718921321843 0.014506758100381404 0.00061452507498980233 -0.043641508901491766 0.0053723308965563776 0.02218667162316186 -0.022408234984392213 -0.018269163140406212 0.014688593660609733 -0.021515942170568136 -0.0048051389244695509 -0.045312264629385694 0.009097045515028929 0.043188152071088559 0.00053733697246613596 -0.040231718938975113 0.031956790736125361 0.01722634375010702 -0.023421359173953535 0.019429776513328154 -0.016530533877841282 -0.020311999918582541 0.021559148614427873 0.016695269932405967 0.0030069877412550305 0.013769132757027234 -0.020127733240863591
leaf_weight=22 24 25 27 35 66 937 20 25 21 21 30 58 23 21 22 22 20 1237 21 31 33 20 30 76 24 21 33 49 28 99
leaf_count=22 24 25 27 35 66 937 20 25 21 21 30 58 23 21 22 22 20 1237 21 31 33 20 30 76 24 21 33 49 28 99
internal_value=0 0.000101526 0.00182052 -0.000843064 0.0012721 0.000406404 -0.000165694 -0.0164116 -0.000547156 -0.00079148 -0.000556637 -0.000277407 -0.000747882 -0.000485717 -0.00105058 0.0152856 0.0253309 -0.000489981 -0.00101564 0.0128188 -0.000516527 0.000212967 0.000528723 -0.00883714 0.00142073 0.000142198 -0.000168837 -0.00056269 -0.00829413 -0.0124683
internal_weight=0 3099 1099 2000 1075 1009 982 45 1975 1954 1933 1903 1845 1822 1759 63 42 1737 1671 66 1650 1517 1497 133 57 1467 1446 1413 176 148
internal_count=3121 3099 1099 2000 1075 1009 982 45 1975 1954 1933 1903 1845 1822 1759 63 42 1737 1671 66 1650 1517 1497 133 57 1467 1446 1413 176 148
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=31
num_cat=0
split_feature=160 160 15 481 160 479 482 482 483 51 153 471 480 1446 13 480 159 1446 15 484 0 2 3 0 13 148 15 399 12 160
split_gain=0.436658 0.883038 2.07591 1.18888 0.633984 0.58352 0.735618 0.837342 0.622656 0.736415 0.654527 0.730609 0.760395 0.87892 2.36314 0.89538 2.00237 1.93915 0.692734 1.42355 0.787305 1.79676 2.98327 1.05603 1.36003 1.05847 1.01763 0.807997 0.911747 0.854845
threshold=-0.55697499999999989 -0.53327999999999987 0.040760000000000005 -0.052634999999999994 -0.52439499999999983 0.088785000000000017 0.11816500000000001 0.11231500000000001 0.11006000000000002 -0.46280499999999997 0.084695000000000006 0.10338500000000002 0.093630000000000005 0.086550000000000002 -0.084319999999999992 0.086995000000000017 -0.085489999999999997 0.083715000000000026 -0.54354999999999987 0.087495000000000017 -0.22491999999999998 0.087675000000000017 0.10299500000000002 -0.17169499999999996 -0.061684999999999997 0.090290000000000023 -0.040439999999999997 0.10153500000000001 0.09320500000000001 0.055845000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 7 8 9 -6 11 12 13 15 -15 17 -17 18 19 -11 21 -20 -23 24 -22 27 -24 29 -29 -25
right_child=1 4 3 -5 5 -7 -8 -9 -10 10 -12 -13 -14 14 -16 16 -18 -19 20 -21 23 22 26 25 -26 -27 -28 28 -30 -31
leaf_value=0.010654143707238529 -0.035801006197605449 0.016303354719032846 -0.014883928196061226 0.019183213713113219 0.017376221871624391 -0.013663222911136766 0.014140034660669846 -0.017259172230426754 0.01178855935836004 0.031990588176995516 -0.017015458222316659 0.018505344792668309 -0.017238608790704837 0.032530562552080179 -0.0023603470234031029 0.0063946421977809885 -0.036775701224715233 0.028768118479005667 0.015659899527773909 -0.0014534848263221128 -0.0020435752382931805 -0.041125142359330014 0.0091248612060691372 -0.0018134141440228056 0.030622930362820627 0.021261020851406187 -0.019461566936224702 -0.0042395936208777128 0.023715678748807738 0.0037087544208918156
leaf_weight=38 23 24 21 20 24 31 37 28 45 20 23 21 26 30 55 22 21 23 23 35 26 30 33 2001 25 22 20 20 28 326
leaf_count=38 23 24 21 20 24 31 37 28 45 20 23 21 26 30 55 22 21 23 23 35 26 30 33 2001 25 22 20 20 28 326
internal_value=0 -0.000131319 -0.011755 0.00173419 0.000115092 -1.463e-05 0.000128118 -4.90052e-05 0.000117219 -6.68067e-05 -0.000214733 -7.70717e-05 -0.00021714 -5.6793e-05 0.00995409 -0.000374896 -0.0146885 -0.000141048 -0.000395901 0.010708 -0.000635022 -0.00907252 -0.0159261 -0.000269672 0.0139694 -0.000572632 -0.00166247 -0.00077488 0.0120676 -0.00103979
internal_weight=0 3083 64 41 3019 2995 2964 2927 2899 2854 2830 2807 2786 2760 85 2675 43 2632 2609 55 2554 106 83 2448 51 2397 53 2375 48 2327
internal_count=3121 3083 64 41 3019 2995 2964 2927 2899 2854 2830 2807 2786 2760 85 2675 43 2632 2609 55 2554 106 83 2448 51 2397 53 2375 48 2327
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=31
num_cat=0
split_feature=1212 13 403 42 401 42 402 12 3 402 2 4 4 43 2 160 484 52 1455 481 15 1428 16 42 399 0 133 14 2 43
split_gain=0.434733 1.14665 2.33103 0.868177 0.954473 0.802786 0.695981 2.14602 2.49449 2.12673 2.38801 1.37067 1.20408 0.719407 0.830106 0.679707 1.43445 1.30576 1.71385 1.12189 1.00991 0.964598 1.17417 1.77591 1.3298 1.28837 1.47705 2.86471 2.28938 2.36856
threshold=-0.063924999999999996 0.06370000000000002 -0.0076149999999999994 1.0000000180025095e-35 0.092045000000000016 0.097020000000000009 0.10686000000000002 0.083715000000000026 -0.086049999999999988 0.095250000000000015 0.09678500000000001 -0.58204499999999992 -0.07958999999999998 -0.51144999999999985 0.091895000000000018 -0.089549999999999991 -0.079949999999999979 0.5140450000000002 0.11192500000000001 1.0000000180025095e-35 -0.52744999999999986 -0.020064999999999996 0.40737000000000007 0.094165000000000013 0.10153500000000001 -0.063634999999999983 0.085355000000000014 -0.36617499999999997 0.092365000000000017 -0.016814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 9 -8 -9 11 -11 -2 -10 14 -13 16 -15 18 19 20 -17 -22 24 -24 25 -23 27 -27 -29 -30
right_child=6 -3 3 4 -6 -7 7 8 12 10 -12 13 -14 15 -16 17 -18 -19 -20 -21 21 22 23 -25 -26 26 -28 28 29 -31
leaf_value=0.038448391588670867 -0.02373706301301718 -0.017539671737523306 0.015222118105295869 -0.028134104046039284 0.0053188575472126508 -0.00013996282858507974 -0.036870049392538413 0.025434706170111895 -0.032169238787610084 0.005193933850640188 0.04658402257598937 0.02681762648835069 -0.0024698183563169698 0.01870135266083078 -0.0016488769091665746 0.01946226398855367 0.0010896010901196164 -0.023427281414982504 0.027546024828084877 0.022414705120027065 -0.017835045083322461 -0.0013150759678294942 0.0012136235996855029 0.024468322393552559 0.016924220607486658 0.018364006713032722 0.0016152390727906356 -0.0036992315618720444 -0.0068167154686402933 -0.037827528325641263
leaf_weight=21 25 21 42 20 72 21 21 25 20 46 20 21 43 52 20 23 418 26 21 20 36 1544 165 41 36 25 98 70 38 70
leaf_count=21 25 21 42 20 72 21 21 25 20 46 20 21 43 52 20 23 418 26 21 20 36 1544 165 41 36 25 98 70 38 70
internal_value=0 0.00454695 0.00718228 0.00294623 -0.00161649 -0.0137956 -0.000306344 -0.0081467 -0.00129226 -2.75603e-06 0.0177364 -0.00042865 -0.0118982 -0.000214733 0.0129315 -0.000415626 0.00303814 -0.00114914 -0.000884289 -0.00115993 -0.00137964 -0.00160543 -0.00132548 0.00584199 -0.00211043 -0.00248184 -0.00846683 -0.013334 -0.017786 -0.0269163
internal_weight=0 197 176 155 113 41 2924 109 88 2815 66 2749 63 2724 41 2683 470 2213 2187 2166 2146 2123 2087 206 1881 1845 301 203 178 108
internal_count=3121 197 176 155 113 41 2924 109 88 2815 66 2749 63 2724 41 2683 470 2213 2187 2166 2146 2123 2087 206 1881 1845 301 203 178 108
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=31
num_cat=0
split_feature=10 10 12 149 149 43 3 4 376 10 9 2 39 16 4 0 0 2 155 133 2 2 16 133 3 43 52 15 159 1
split_gain=0.449477 1.3174 0.938221 0.528445 1.60083 1.42821 1.41099 0.919341 0.592854 0.909594 0.939085 1.15365 0.839657 0.739427 1.12421 1.03993 1.13605 0.978434 1.32516 1.05926 1.16544 2.42759 1.99951 1.62194 1.59732 1.42689 1.32739 2.37015 1.37539 1.29188
threshold=-0.15926999999999997 -0.089679999999999982 -0.089839999999999989 0.08618000000000002 0.078320000000000015 -0.54673999999999989 -0.028564999999999997 -0.55119499999999988 0.084195000000000006 0.083760000000000015 1.0000000180025095e-35 -0.0091949999999999983 0.087150000000000019 -0.082779999999999979 0.51303500000000013 0.030935000000000004 -0.04917499999999999 0.11824000000000001 1.0000000180025095e-35 -0.46007999999999999 0.087675000000000017 0.092365000000000017 -0.18708499999999997 0.0068000000000000014 -0.11171999999999999 -0.022084999999999997 0.024145000000000003 -0.045854999999999993 -0.041644999999999995 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 -5 -7 9 10 11 -9 -10 15 -15 16 17 18 19 -13 23 22 -22 24 -21 -25 27 -23 -28 -26
right_child=1 3 -4 6 -6 7 -8 8 12 -11 -12 13 -14 14 -16 -17 -18 -19 -20 20 21 26 -24 25 29 -27 28 -29 -30 -31
leaf_value=0.025612795596853612 -0.023504955589305612 -0.025974588344494506 -0.00060440472876414279 0.0021409724724914046 0.028398552733706312 0.021564035406336189 -0.03015779661280768 -0.021589264778420329 0.018806039086193778 -0.014178999894015169 0.016516255855779437 0.017227123050712223 0.00069041762396063612 -0.00091353941675551139 -0.023166578327832019 0.022829908691346646 -0.018860813889365932 0.013192896392980689 -0.024097535805776716 0.033195522573331131 -0.043055513600120325 -0.014010322795645014 -0.0086821571932258947 0.0023342085317993653 0.0084435330633649899 -0.025357477714618049 -0.011501277673523873 0.019782730292304068 0.017893103018659765 -0.010645776242017747
leaf_weight=21 24 21 39 38 20 20 21 25 40 46 34 43 71 1754 23 24 26 76 20 23 20 73 110 49 262 30 20 29 78 41
leaf_count=21 24 21 39 38 20 20 21 25 40 46 34 43 71 1754 23 24 26 76 20 23 20 73 110 49 262 30 20 29 78 41
internal_value=0 -0.000168016 0.00857162 1.6405e-05 0.000202075 1.14293e-05 -0.0093552 0.000197233 5.07348e-05 -0.000232811 -3.74542e-07 -0.000206378 0.00721857 -8.46161e-06 -0.00120156 0.00228607 0.00173823 0.00235102 0.00131846 0.00197182 0.00107934 -0.00333202 -0.0139704 0.00467377 0.00778904 -0.00818162 0.00358291 -0.00440249 0.0118942 0.00586049
internal_weight=0 3061 60 3037 2978 2958 59 2937 2917 2806 2760 2726 111 2701 1777 924 900 874 798 778 735 330 130 405 326 79 200 102 98 303
internal_count=3121 3061 60 3037 2978 2958 59 2937 2917 2806 2760 2726 111 2701 1777 924 900 874 798 778 735 330 130 405 326 79 200 102 98 303
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=31
num_cat=0
split_feature=8 8 8 9 11 2 149 149 1443 3 2 40 2 52 45 455 1 14 0 3 43 13 1213 2 4 4 12 1212 3 16
split_gain=0.443682 0.910757 1.05747 0.555224 0.797834 1.0451 0.582038 1.48229 1.2995 1.26947 0.733266 1.11198 1.29708 1.24015 0.903757 0.778988 0.770418 3.46022 2.94962 2.93201 1.70481 1.86749 1.57218 1.32724 1.41747 1.8993 1.38142 2.16767 2.3102 3.12701
threshold=0.099635000000000015 0.088180000000000022 1.0000000180025095e-35 0.08925000000000001 -1.0000000180025095e-35 0.31358000000000003 0.08618000000000002 0.07770500000000001 0.093200000000000019 -0.028564999999999997 0.17760500000000004 -0.082294999999999993 1.0000000180025095e-35 -0.082554999999999976 0.084355000000000013 0.092985000000000012 0.080270000000000022 0.07913000000000002 -0.14920999999999998 0.090900000000000009 0.062770000000000006 -0.117405 0.0036000000000000003 0.12992500000000004 0.057560000000000007 0.181285 0.083785000000000012 0.040035000000000008 -0.088494999999999976 -0.0051099999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 10 -8 11 12 -6 -14 15 16 17 18 -13 23 22 -22 -18 24 26 -26 27 28 29 -20
right_child=-2 -3 -4 -5 5 -7 9 -9 -10 -11 -12 14 13 -15 -16 -17 20 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.018171850576375922 0.014486396578805788 -0.020852788502261754 0.020952229686857515 -0.01672790846787393 0.026159874583993645 0.018399667823987623 0.0010669963916168652 0.024886553936327497 -0.024279646846381103 -0.030355397383682432 -0.018069680225612086 0.033608721163389942 0.021303355659950864 -0.0081276423524974332 0.015851961020380261 0.016581189328873602 -0.00047287998597549433 -0.039420115495366712 0.051196533805202872 -0.033820450476681189 -0.03573867936929067 -0.006217615015882378 -0.021762497721162316 0.017107386075748274 -0.0167510905249704 0.0071289194492148425 0.00075562990268360588 0.036088711269465938 -0.0052069608623002608 -0.0040534478053450588
leaf_weight=24 21 21 24 20 35 31 36 24 22 20 22 28 22 41 35 27 951 21 21 24 30 75 36 52 96 51 1187 28 76 20
leaf_count=24 21 21 24 20 35 31 36 24 22 20 22 28 22 41 35 27 951 21 21 24 30 75 36 52 96 51 1187 28 76 20
internal_value=0 -9.81336e-05 4.34213e-05 -0.000120838 -1.14007e-05 0.000133352 -5.66666e-05 0.000136741 -6.80854e-05 -0.0101553 0.000116993 0.000257086 0.0107249 0.00214985 -0.000114865 -0.000320094 -0.000489358 0.000905443 0.0014404 0.000861164 -0.00253813 -0.0146522 -0.0012494 0.00140483 0.000852749 -0.00846619 0.00188119 0.0110953 0.00511393 0.0242453
internal_weight=0 3100 3079 3055 3035 3011 2980 2924 2900 56 2878 2856 98 63 2758 2723 2696 1604 1583 1555 1092 105 987 1531 1479 147 1332 145 117 41
internal_count=3121 3100 3079 3055 3035 3011 2980 2924 2900 56 2878 2856 98 63 2758 2723 2696 1604 1583 1555 1092 105 987 1531 1479 147 1332 145 117 41
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=31
num_cat=0
split_feature=9 1 1 457 2 48 155 52 133 1426 43 43 2 2 15 3 2 482 15 148 160 13 52 3 157 157 15 50 13 133
split_gain=0.437759 0.514595 1.76936 1.44558 2.54094 1.85422 1.17472 1.34907 1.13895 1.10895 1.09022 1.13949 1.86386 2.19665 2.19017 1.58495 1.53744 1.134 1.47581 0.920834 0.90268 1.09884 0.844312 0.759083 0.715053 2.52526 1.43786 1.34844 1.5216 1.71828
threshold=-0.093504999999999991 0.10727500000000002 0.10920500000000001 0.078435000000000019 0.11824000000000001 -0.068459999999999979 0.10158500000000002 -0.40967499999999996 -0.24227499999999996 -0.021179999999999997 0.10366000000000002 -0.076124999999999984 0.113445 0.16394500000000004 -0.074054999999999996 -0.069009999999999974 -1.0000000180025095e-35 0.085875000000000021 -0.42198999999999992 -0.10069499999999999 -0.078059999999999977 -0.41572999999999993 -0.012164999999999999 -0.082594999999999988 -0.082134999999999986 -0.080299999999999996 -0.088749999999999982 0.10917 -0.019614999999999997 0.085760000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 5 -5 -4 7 -7 -9 -2 11 17 15 14 20 -13 -17 18 -10 -11 -14 -22 -20 -24 26 -26 -21 28 29 -28
right_child=1 2 3 4 -6 6 -8 8 10 19 -12 12 13 -15 -16 16 -18 -19 22 24 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.014056268960914829 -0.015901585014375007 0.022306790881855196 0.02999053141102195 -0.038430480038126311 0.0066916510606041327 -0.025048060184344651 0.02350940739169069 0.023684137052094396 -0.027376801538048313 0.02061988094466783 -0.019486057056257361 -0.0032534698645273843 -0.016331902341473671 0.030895192726748066 -0.028943614796574774 0.0091288375712576374 0.044922684731760198 0.015308051208115143 -0.01211058254475179 0.021491301150637725 -0.012212732485072181 0.013914157832041384 -0.0066004636951468203 0.018868550062179565 -0.026216270311329611 -0.0005409629359602844 -0.016145327696374254 -0.013716809067161793 0.018925865131937569 0.0088059370810894873
leaf_weight=22 46 43 24 24 26 20 23 22 32 21 26 21 21 20 29 21 28 23 46 42 22 60 22 25 39 2155 46 47 56 69
leaf_count=22 46 43 24 24 26 20 23 22 32 21 26 21 21 20 29 21 28 23 46 42 22 60 22 25 39 2155 46 47 56 69
internal_value=0 9.97864e-05 0.00279098 0.00122242 -0.014967 0.00289143 0.00148063 0.000323865 0.00153783 -0.000517234 0.000307483 0.00169838 0.00622953 1.1437e-05 -0.00466792 0.0197317 0.0295825 -0.00509835 -0.00885313 -0.000231303 0.00216698 0.0069045 -0.00247939 0.00694688 -0.000409736 -0.000997361 0.00454891 0.00128478 0.00540803 -0.00117457
internal_weight=0 3099 578 535 50 485 461 438 418 2521 396 370 222 152 132 70 49 148 125 2475 103 82 93 47 2454 2194 260 218 171 115
internal_count=3121 3099 578 535 50 485 461 438 418 2521 396 370 222 152 132 70 49 148 125 2475 103 82 93 47 2454 2194 260 218 171 115
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=31
num_cat=0
split_feature=13 16 51 12 454 132 1 48 4 0 374 2 1 42 15 3 2 42 2 0 159 483 12 12 1212 2 12 158 149 46
split_gain=0.422898 1.21286 1.24273 1.303 0.924267 0.923849 1.17951 1.16038 1.00578 2.35312 1.26791 1.54911 1.5879 2.23816 1.95321 1.92339 1.16993 1.11826 1.11567 2.62664 1.68406 1.47404 1.19026 2.54387 1.69099 1.1701 1.04605 0.913053 0.912287 0.877308
threshold=-0.066634999999999986 0.51747500000000002 -0.15042499999999998 0.09334000000000002 0.088785000000000017 0.10720500000000001 0.14754500000000001 -0.088439999999999977 -0.17966999999999997 -0.046359999999999991 0.083845000000000017 0.091895000000000018 0.077565000000000009 0.085730000000000015 -0.09551999999999998 0.31299000000000005 0.099185000000000009 0.085505000000000012 0.088555000000000009 -0.09515499999999999 0.11389500000000001 -0.095084999999999989 0.083785000000000012 0.083935000000000023 0.0025400000000000002 0.08919500000000001 0.080890000000000017 0.12874000000000005 0.080895000000000009 0.096120000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 27 6 7 -4 16 10 11 18 13 -13 17 -16 -9 -14 20 -20 21 -10 24 -24 26 -21 -23 28 29 -2
right_child=4 -3 5 -5 -6 -7 -8 8 9 -11 -12 12 14 -15 15 -17 -18 -19 19 25 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.033007709281519054 -0.00055270417125160046 -0.020606991365551951 0.0248726081289351 0.0040420944916038986 -0.021460101584141907 0.016777570426671041 -0.020145169555864956 0.033327958709560339 0.026837154884230011 -0.026677854184890749 -0.022466189689610318 0.038479622959026266 -0.0062551412327835959 0.0081952573571317383 -0.031353609605381888 0.0042802461822118078 -8.9869038625196984e-05 0.018356311149545945 -0.041126764938235284 -0.021644794998260646 -0.025051750607788567 0.013743059967151462 -0.033950903175560675 1.8784091540431629e-05 0.035443399658071854 0.0027374306222262943 -0.0074317879530839447 -0.021541504047456243 -0.019904320046771319 0.018713317004342877
leaf_weight=25 1557 25 20 41 22 36 27 20 22 32 23 28 30 190 33 28 22 48 22 26 25 51 23 531 21 81 43 21 24 24
leaf_count=25 1557 25 20 41 22 36 27 20 22 32 23 28 30 190 33 28 22 48 22 26 25 51 23 531 21 81 43 21 24 24
internal_value=0 0.00123125 0.0016083 0.0150139 -0.00110051 0.000968086 0.000545247 0.000968781 0.000600746 9.2114e-05 0.000791411 0.00123644 0.00675954 0.012085 -0.00159262 -0.0149971 0.0158234 0.00889037 -0.00109699 -0.00965753 0.000445346 0.00136782 0.00053026 -0.00139151 0.00978818 -0.00318722 0.00405669 -0.000825041 -0.000553984 -0.000260241
internal_weight=0 1473 1448 66 1648 1382 1346 1319 1299 1257 1225 1202 357 218 139 61 42 78 845 129 716 691 669 554 115 107 94 1626 1605 1581
internal_count=3121 1473 1448 66 1648 1382 1346 1319 1299 1257 1225 1202 357 218 139 61 42 78 845 129 716 691 669 554 115 107 94 1626 1605 1581
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=31
num_cat=0
split_feature=159 43 51 159 16 12 159 1 45 394 156 1 13 16 4 38 2 2 15 15 49 1 2 0 376 13 12 3 4 43
split_gain=0.416275 1.41032 1.65594 2.98111 1.73807 1.49253 2.74461 1.23778 1.45202 1.21146 1.38114 2.10345 1.18085 0.861228 0.831461 0.808471 0.811684 1.26553 1.00768 2.37192 0.996423 1.16784 1.62539 1.52698 1.1086 1.29699 2.97661 1.99685 1.0835 1.59867
threshold=0.085035000000000013 -0.077604999999999993 -0.090529999999999985 0.10713500000000002 -0.0019699999999999995 0.089085000000000011 0.11919 0.15799000000000005 0.10526500000000001 -0.011444999999999999 0.089300000000000004 0.085605000000000014 -1.0000000180025095e-35 -0.5048999999999999 -0.0016099999999999997 0.10657000000000001 0.14285500000000004 0.13754500000000003 -0.03241999999999999 -0.10324499999999999 0.092560000000000017 0.12456000000000002 -1.0000000180025095e-35 -0.057069999999999989 0.086445000000000008 -0.17933499999999997 0.082480000000000012 0.11924500000000002 -0.52556499999999995 -0.51144999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 14 6 -5 8 15 -3 13 -12 -13 -11 -4 16 17 20 19 -18 21 24 -23 -24 25 26 -1 28 -27 -30
right_child=1 9 3 5 -6 -7 -8 -9 -10 10 11 12 -14 -15 -16 -17 18 -19 -20 -21 -22 22 23 -25 -26 27 -28 -29 29 -31
leaf_value=0.011703364811837674 -0.02245132942487927 0.030455860779398963 -0.0047170313410233797 -0.031060384707525375 0.03741952122654766 -0.03551049727636079 0.020124106566337022 -0.022200845181941986 0.025308665294538846 -0.0061578083496827349 -0.032473575856004445 -0.0071993209383878348 0.020934141173958781 0.013606719493159447 0.016433441598201173 0.01705483068497135 0.0011167753350866192 -0.023848275227161746 -0.0054290139657114786 0.044517058208584787 -0.0060939303479102961 -0.0031414277851581577 0.040939189746975906 0.0043615673668682573 -0.023920166451716796 -0.016975375107888668 -0.040055180199444297 -0.028556111308231876 0.022599524960881384 0.00040014537427888005
leaf_weight=20 38 21 41 20 21 24 22 26 22 26 21 37 25 145 34 26 34 24 31 20 308 41 25 21 20 35 25 24 33 1911
leaf_count=20 38 21 41 20 21 24 22 26 22 26 21 37 25 145 34 26 34 24 31 20 308 41 25 21 20 35 25 24 33 1911
internal_value=0 0.00272578 -0.00366366 0.00074333 0.0119911 -0.0156171 -0.00424946 -0.000489322 -0.000273864 0.00737265 0.00546419 -0.00512008 0.00414482 0.0106016 0.00487118 -0.000490499 -0.000667862 -0.000996282 0.00894132 0.017191 -0.000773607 -1.32084e-05 0.0113365 0.0242407 -0.000490686 -0.000261882 -0.0170514 0.000115316 0.000463024 0.000776987
internal_weight=0 475 200 162 96 66 42 2646 2620 275 254 83 62 171 75 2598 2572 2487 85 54 2463 2155 87 46 2068 2048 45 2003 1979 1944
internal_count=3121 475 200 162 96 66 42 2646 2620 275 254 83 62 171 75 2598 2572 2487 85 54 2463 2155 87 46 2068 2048 45 2003 1979 1944
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=31
num_cat=0
split_feature=52 48 42 150 12 2 51 1447 52 15 52 160 3 15 148 48 150 160 4 2 48 481 42 475 1428 160 1374 1373 42 3
split_gain=0.416441 2.07697 3.91896 2.28273 1.586 2.26981 1.77766 1.62526 1.211 1.22818 1.17628 0.970286 0.934613 0.737726 0.648646 0.834888 0.719374 0.768199 1.6875 1.30076 0.933314 0.878497 0.807796 0.927501 0.795551 0.83095 0.827338 0.844982 2.5463 0.768765
threshold=0.14295500000000003 0.088735000000000022 0.086555000000000007 0.083250000000000005 0.087830000000000005 0.085235000000000019 0.093135000000000009 -1.0000000180025095e-35 0.42957000000000006 0.11728000000000001 0.12492500000000002 -0.23055499999999998 -0.078584999999999988 -0.074054999999999996 0.10090000000000002 -0.11278499999999998 -0.22665999999999997 -0.089549999999999991 -0.082769999999999982 0.083995000000000014 -0.089099999999999999 -0.00080999999999999985 0.089245000000000005 -0.0029899999999999996 -0.020064999999999996 -0.086829999999999977 0.097240000000000007 1.0000000180025095e-35 0.083795000000000022 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 4 5 -2 12 -6 9 -9 14 -10 -7 -12 15 -1 -17 18 -18 -20 -19 -21 23 -23 -22 -26 27 29 -29 -27
right_child=1 2 -4 -5 7 6 -8 8 11 -11 13 -13 -14 -15 -16 16 17 20 19 21 24 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.017155322612130219 -0.037977270567073278 -2.3240606124336656e-05 -0.052588195839653844 0.032803506013005974 0.022444369340581555 -0.028246396844801697 0.021815678365528585 -0.024363680406370099 0.015658668440300973 0.0052193285006543865 0.029559761158783327 -0.0028552218994962568 -0.00057294616618981729 0.0039456943394211323 0.016887224271245626 0.019097177870571615 0.026644127127347574 0.019607047145457371 -0.013590478571131825 0.022888474328512397 -0.015183249046723989 0.012255412288608828 0.017952985072938295 -0.010396587073474246 -0.01488031052912657 0.00039456970270453686 -0.019461027668281037 0.038700003794483129 -0.010544790363027938 -0.0056380009412828648
leaf_weight=28 26 37 23 20 35 23 20 36 48 23 22 69 26 23 23 20 33 23 41 27 37 28 26 51 39 2014 22 21 21 236
leaf_count=28 26 37 23 20 35 23 20 36 48 23 22 69 26 23 23 20 33 23 41 27 37 28 26 51 39 2014 22 21 21 236
internal_value=0 -0.00307478 -0.0201731 7.21524e-05 -0.00206715 -0.0127964 -0.00330797 0.00276356 -0.00115024 -0.0128313 0.000433955 0.00474022 -0.0135625 0.0164681 0.000165725 2.15204e-05 0.000203768 5.94885e-05 0.00592106 0.00196811 -0.000440919 0.0068007 0.00266384 -0.00236803 -0.000633849 -0.000405066 -0.000161101 2.41512e-05 0.0140776 -0.00023818
internal_weight=0 386 60 326 306 95 69 211 176 59 2735 117 49 45 2690 2667 2639 2619 206 173 2413 132 105 79 2390 2353 2314 2292 42 2250
internal_count=3121 386 60 326 306 95 69 211 176 59 2735 117 49 45 2690 2667 2639 2619 206 173 2413 132 105 79 2390 2353 2314 2292 42 2250
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=31
num_cat=0
split_feature=1444 43 4 52 475 475 1429 1425 475 3 51 15 14 1374 16 1209 0 482 1429 52 484 1454 15 16 483 484 1455 152 474 12
split_gain=0.415471 0.592969 0.432601 0.50367 0.622738 0.822584 0.942055 1.95383 0.618002 1.51903 1.52537 1.50216 0.747706 0.883213 0.844218 0.759034 0.791175 0.791108 0.921846 3.82358 0.882276 1.14435 1.15344 2.27854 1.02045 0.887283 0.848293 0.781669 1.0554 1.17114
threshold=-0.083894999999999983 -0.54673999999999989 -0.55119499999999988 -0.56176499999999996 0.13528000000000004 0.093020000000000005 -0.092414999999999983 0.08209000000000001 -0.084144999999999984 -0.094299999999999981 -0.085734999999999992 -0.018314999999999994 0.097795000000000007 -0.067869999999999986 -0.55248999999999981 0.083050000000000013 -0.086409999999999987 0.11816500000000001 0.057970000000000008 -0.075329999999999994 0.073690000000000019 0.094595000000000012 -0.093959999999999988 -0.004174999999999999 0.093585000000000015 0.096935000000000007 -0.065979999999999983 0.083250000000000018 0.088290000000000021 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 8 9 -8 11 -11 13 -10 -15 17 -17 18 20 -20 26 22 24 -24 -22 -26 -16 28 29 -28
right_child=1 2 3 4 -6 -7 7 -9 12 10 -12 -13 -14 14 15 16 -18 -19 19 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.010392457135266771 0.01687452555412338 0.010910682209456962 0.0090325472765933664 0.016486176842767181 -0.017457677494911922 0.020035361712798478 -0.012282454728698121 -0.024699110479912523 0.01486956494029712 0.040695459455251694 0.001171454055589112 0.0092942990147723611 -0.019880428500473502 0.016277513736537821 -0.014098222314863018 0.019346708932778602 0.0022442227317369542 0.013156454664076101 -0.047794834659858183 -0.00059111463204503827 -0.016875157266855241 -0.01670564672909677 0.033014748891825249 -0.00055236878733222299 0.022625573682175441 -0.00577549429779703 -0.0034383575989937517 -0.0193405085078363 0.010534877517273196 0.0017055346274269128
leaf_weight=38 21 36 59 33 21 20 39 33 37 25 86 39 20 29 54 33 150 37 22 78 25 20 42 39 22 22 1261 24 74 682
leaf_count=38 21 36 59 33 21 20 39 33 37 25 86 39 20 29 54 33 150 37 22 78 25 20 42 39 22 22 1261 24 74 682
internal_value=0 0.000128094 1.32425e-05 -0.000116403 -0.000298334 -0.000176017 -0.000314167 -0.000505806 -0.000226652 0.00529944 0.00987073 0.0215604 -0.000617678 -0.000472354 -0.000689512 -0.000879858 0.00532828 -0.00135283 -0.00157983 -0.0109759 -0.00116499 0.00576345 0.00875933 0.0168528 -0.000741698 0.00842504 -0.0017272 -0.00139989 -0.00118642 -0.00163283
internal_weight=0 3083 3062 3026 2967 2946 2926 2893 2860 189 150 64 2671 2651 2614 2585 183 2402 2365 100 2265 170 150 81 69 44 2095 2041 2017 1943
internal_count=3121 3083 3062 3026 2967 2946 2926 2893 2860 189 150 64 2671 2651 2614 2585 183 2402 2365 100 2265 170 150 81 69 44 2095 2041 2017 1943
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=31
num_cat=0
split_feature=376 43 376 376 376 9 31 1 4 3 151 124 39 394 402 1 52 132 158 1 1 484 403 2 3 3 43 51 147 148
split_gain=0.414874 1.09929 0.602226 0.64226 0.802295 0.890872 1.00733 0.754783 2.38334 2.80116 1.84661 1.92262 1.28093 1.10037 1.14812 1.37579 1.72326 1.47891 1.45324 1.13569 1.03018 2.75845 2.09772 1.453 1.74578 1.38012 1.16666 1.07541 1.06096 1.716
threshold=0.087615000000000012 -0.067899999999999974 0.085395000000000013 0.084195000000000006 0.083785000000000012 -0.085744999999999988 -0.082169999999999979 0.10727500000000002 -0.04890499999999999 0.13524500000000003 0.077805000000000013 -0.082135 -0.046074999999999991 -0.079154999999999989 0.09388500000000001 0.14804000000000003 0.12354000000000001 0.08764000000000001 -0.24147999999999997 0.13869000000000004 0.095695000000000016 -0.020124999999999994 -0.0059799999999999992 0.11293500000000002 0.11296500000000002 -0.012304999999999998 -0.54673999999999989 0.020580000000000005 0.085835000000000009 -0.081784999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 12 9 -9 11 -10 -8 -13 15 16 17 19 -18 -15 26 -22 -23 24 25 27 -14 -24 -28 -30
right_child=1 -3 -4 -5 -6 6 7 8 10 -11 -12 13 20 14 -16 -17 18 -19 -20 -21 21 22 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.015935425820893478 0.020960422159370148 -0.0036960602900944651 -0.017054403218485059 0.014258526124749258 -0.020171226295642556 0.021936712600290776 -0.025342617077486859 0.043684465562303862 0.023725170927743119 -0.0032939793626693167 0.026421095103163414 0.020194213993381713 -0.023853384498506786 -0.0032630929303092832 -0.026591416581400802 0.016261425941650358 -0.0067198223688385702 -0.033570261636660215 0.027903859006861848 -0.026316195819526912 0.024547574425546025 -0.035468686799452247 -0.012282691763949048 0.017384776416356149 0.016601769439876079 -0.029254059398021455 0.00080282374297278739 0.010838114134967328 -0.00041872114552894517 -0.034894339257681914
leaf_weight=35 33 40 21 31 20 21 21 30 30 22 27 20 20 195 21 35 22 21 27 24 26 28 103 23 23 39 2074 25 42 22
leaf_count=35 33 40 21 31 20 21 21 30 30 22 27 20 20 195 21 35 22 21 27 24 26 28 103 23 23 39 2074 25 42 22
internal_value=0 0.00745002 -0.000178429 -6.13509e-05 -0.000209521 -7.53693e-05 0.000113377 -4.35719e-05 0.00360866 0.023809 0.00111953 -0.000609948 -0.000751323 -0.0026101 -0.00393208 -0.00246342 -0.00473114 -0.00822028 0.0123585 -0.00578946 -0.000538368 -0.00639801 -0.00973654 -0.00635391 -0.00922754 -0.0127849 0.00018662 -0.00776691 0.000411504 -0.0122697
internal_weight=0 73 3048 3027 2996 2976 2941 2920 474 52 422 395 2446 365 345 324 289 240 49 219 2425 267 241 213 190 167 2158 128 2138 64
internal_count=3121 73 3048 3027 2996 2976 2941 2920 474 52 422 395 2446 365 345 324 289 240 49 219 2425 267 241 213 190 167 2158 128 2138 64
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=31
num_cat=0
split_feature=8 9 33 16 9 1 147 148 148 1 30 2 15 15 470 39 39 39 13 0 2 3 39 149 15 374 3 150 12 4
split_gain=0.448461 0.771015 1.2376 1.09123 0.699528 0.648367 0.606565 1.09649 0.991382 0.899133 1.00797 0.79443 1.51103 1.89798 0.867095 0.85774 0.837518 1.45097 1.41196 1.08842 0.959153 2.15728 0.790411 0.884107 1.03203 1.26134 0.980479 0.882299 1.25417 1.211
threshold=0.099635000000000015 0.092890000000000014 0.082285000000000011 -0.090764999999999985 -0.085894999999999985 0.15964000000000003 0.096620000000000011 -0.068554999999999991 -0.11174999999999997 0.14699000000000004 0.085570000000000021 0.14530500000000005 -0.028889999999999996 -0.084564999999999987 0.079700000000000007 0.11365500000000002 0.10508500000000001 0.098905000000000007 0.27266500000000005 0.16094000000000003 -0.0091949999999999983 -0.015584999999999998 0.090880000000000016 0.080895000000000009 -0.47006499999999996 0.083845000000000017 -0.083654999999999993 -0.091259999999999994 0.082095000000000015 0.41555500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 8 -8 -6 10 11 14 13 -13 15 16 17 18 19 20 21 -10 23 24 -22 27 -25 28 -26 -29
right_child=-2 -3 3 -5 5 -7 7 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 26 25 -27 -28 29 -30 -31
leaf_value=-0.014030680008646516 0.014564202991979464 -0.015540654654614627 0.034015928255394103 0.0017417024228383194 -0.021990866568826498 0.015138280684394496 0.026239204034209252 -0.0028894371619181975 0.0072885868791490796 -0.017704002237637882 0.019984712230972947 0.0053957235844184961 -0.0078585723104576278 0.043817129023373126 -0.020726646944170909 -0.019149880908662455 0.018839722061934679 -0.027158538042567671 0.023530601060017947 0.018280027100756283 0.019937837556004524 -0.039157911101356149 0.015807301228245099 -0.00034023869772103023 0.00030466290442524735 -0.024885959178209308 -0.030932907620444896 -0.00028376412408609843 0.030041126651770396 -0.018051029617587724
leaf_weight=36 21 32 20 22 21 28 24 28 20 29 25 36 33 20 21 24 23 20 25 31 25 20 30 22 37 21 20 2345 23 39
leaf_count=36 21 32 20 22 21 28 24 28 20 29 25 36 33 20 21 24 23 20 25 31 25 20 30 22 37 21 20 2345 23 39
internal_value=0 -9.86607e-05 6.24031e-05 0.0171104 -0.000174218 -7.38423e-06 -0.000150557 0.0105546 -0.000341851 -0.000184486 -6.84025e-06 -0.000183133 0.00911523 0.0191177 -0.0004845 -0.000328505 -0.000161266 -0.000324456 -0.000122544 -0.000347128 -0.00056905 -0.0159347 -0.00032915 -0.00052034 -0.000277654 -0.000482679 -0.0149082 -0.000272995 0.0117036 -0.00057442
internal_weight=0 3100 3068 42 3026 2990 2962 52 2910 2889 2860 2835 89 56 2746 2725 2701 2678 2658 2633 2602 40 2562 2532 2490 2465 42 2444 60 2384
internal_count=3121 3100 3068 42 3026 2990 2962 52 2910 2889 2860 2835 89 56 2746 2725 2701 2678 2658 2633 2602 40 2562 2532 2490 2465 42 2444 60 2384
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=31
num_cat=0
split_feature=1447 3 43 160 479 42 480 159 481 1416 157 3 157 160 16 1455 50 50 160 51 14 11 151 13 14 14 3 97 97 11
split_gain=0.40657 2.47056 0.982807 0.905401 1.17679 0.872395 0.847664 0.568905 0.564068 0.715415 1.0987 0.768298 0.656946 1.04154 0.67406 0.62961 0.594491 2.30324 0.967163 0.759811 0.735789 0.978057 0.721772 1.82763 0.773077 1.00695 0.743355 0.725428 0.936869 0.625094
threshold=-0.085804999999999979 -0.086224999999999982 -0.0082299999999999995 -0.54784999999999984 0.098570000000000005 0.089535000000000017 0.08759500000000002 0.14765500000000001 0.0051300000000000009 1.0000000180025095e-35 -0.14116499999999996 -0.07793499999999999 -0.086989999999999984 -0.088079999999999978 -0.55248999999999981 0.11922500000000001 0.11875500000000001 0.12236500000000002 -0.077459999999999987 0.11794000000000002 -0.46596499999999991 -1.0000000180025095e-35 0.092070000000000013 -0.0065549999999999992 -0.41348999999999997 -0.24277999999999997 -0.082094999999999987 -0.085734999999999992 -0.0047149999999999996 0.10553000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 5 7 -2 -3 8 9 10 11 -5 13 -12 -14 16 19 -18 -19 20 -16 -22 24 26 -23 -26 -24 -27 -29 -30
right_child=3 2 -4 4 -6 -7 -8 -9 -10 -11 12 -13 14 -15 15 -17 17 18 -20 -21 21 22 23 -25 25 27 -28 28 29 -31
leaf_value=-0.029554484930122273 0.0031992564097780619 0.0070657047384884214 0.022298757513053716 -0.0046522942112965718 -0.018777890277631354 0.029667349746450786 -0.014585709791969171 0.014398178251992381 0.015030572660267354 0.015570703601657316 -0.0021665516154219708 -0.025064781973404546 0.014779600749413173 0.02223943480091882 0.013514111416512415 0.016951610201171467 -0.036545896983112801 0.01148484256476737 -0.0087434650957584382 0.015717002769621711 -0.022532082349061969 -0.018668274686735292 -0.0097470834676641974 -0.033460565099654636 0.021964163209001224 0.015964233396308765 0.013821884580766379 -0.020310743217882905 -0.00018727333904081957 0.017146956446092754
leaf_weight=32 33 40 20 54 33 20 33 28 25 29 36 28 30 34 38 21 22 39 60 30 20 22 32 23 21 28 23 23 2223 21
leaf_count=32 33 40 20 54 33 20 33 28 25 29 36 28 30 34 38 21 22 39 60 30 20 22 32 23 21 28 23 23 2223 21
internal_value=0 -0.00558775 0.00265887 0.000233134 -1.54211e-07 0.0131872 -0.00272192 0.000212789 7.49714e-05 -5.58967e-05 -0.000216141 -0.0116224 0.000124469 0.00968778 -0.000125693 -0.000294687 -0.000432658 -0.00727858 -0.000774738 -0.000101844 -0.000293665 -0.000509057 -0.000326748 -0.0097897 -1.10461e-05 0.000166181 0.00010903 -3.32772e-05 -0.000230864 -2.50546e-05
internal_weight=0 125 93 2996 2943 53 73 2910 2882 2857 2828 82 2746 70 2676 2646 2625 121 99 2504 2474 2436 2416 78 2338 2316 55 2295 2267 2244
internal_count=3121 125 93 2996 2943 53 73 2910 2882 2857 2828 82 2746 70 2676 2646 2625 121 99 2504 2474 2436 2416 78 2338 2316 55 2295 2267 2244
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=31
num_cat=0
split_feature=52 2 1 159 51 15 3 52 1 51 3 52 16 1451 160 1452 1453 15 1 13 104 46 3 3 160 4 4 2 1 13
split_gain=0.407342 1.73155 4.58142 1.62472 2.06809 2.30301 1.47586 1.60457 1.27422 1.25959 0.966317 0.953344 0.785271 0.587745 0.841549 0.583235 0.90088 0.874369 0.564129 0.616914 0.563133 0.875712 0.834724 0.755772 1.44676 1.42421 2.65435 2.03951 2.40241 3.75883
threshold=0.14295500000000003 0.088475000000000012 0.079415000000000013 -1.0000000180025095e-35 0.093135000000000009 -0.072289999999999979 -0.081924999999999984 0.40411000000000002 0.079415000000000013 0.11594500000000001 -0.074479999999999977 0.12492500000000002 -0.44310499999999992 0.083235000000000017 -0.26568499999999995 0.089640000000000011 -0.076894999999999977 -0.08730499999999998 0.107145 -0.077799999999999994 0.089050000000000004 1.0000000180025095e-35 0.42240500000000009 -0.0049599999999999991 0.11055500000000001 0.27044500000000005 0.41257000000000005 0.093175000000000022 0.10557500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 4 8 -6 -4 -8 -3 10 12 13 -5 14 -1 16 17 -16 19 -9 21 22 23 -18 25 27 -27 -25 -29 -30
right_child=1 3 6 9 5 -7 7 18 -10 -11 -12 -13 -14 -15 15 -17 20 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.020797593537718057 -0.045634647395702138 0.0071851909211645389 0.02153747095948174 0.0030294844969397505 0.0066175127103924765 0.05214449040591717 -0.029575070396065713 0.0026300945976639495 -0.020269116556102581 -0.02705277454853058 0.013887140016864847 0.0148641595274805 -0.024657588638365271 -0.012328883264421461 0.030032305940985684 -0.014696173344810421 -0.00040907538757371608 0.00046256739646196362 0.013573291800206617 -0.019169299069437245 0.016838082510512324 -0.019431984092554321 -0.015630597722801298 0.020034439125370271 -0.020738199226219545 -0.032178511247038848 0.0039192286929623649 -0.0091873418242412516 0.00027712794562830825 0.050193544595756312
leaf_weight=20 31 73 21 21 25 20 25 34 22 25 27 45 20 37 20 26 2068 20 21 21 20 23 33 113 22 25 110 83 48 22
leaf_count=20 31 73 21 21 25 20 25 34 22 25 27 45 20 37 20 26 2068 20 21 21 20 23 33 113 22 25 110 83 48 22
internal_value=0 -0.00304101 -0.0113063 0.00238638 0.00919233 0.0268517 -0.00258347 -0.00759871 0.000827351 -0.00785913 -0.000802644 0.000429188 -0.0104764 0.000187711 0.000362273 0.000207049 0.000355681 0.0152474 -0.000369644 -0.00569331 0.000123632 -7.61637e-06 0.000169389 0.000378702 0.00423006 0.00559989 -0.00276554 0.0098455 0.00232033 0.0159651
internal_weight=0 386 153 233 140 45 122 101 95 93 68 2735 41 2690 2653 2633 2607 40 76 55 2567 2547 2524 2491 423 401 135 266 153 70
internal_count=3121 386 153 233 140 45 122 101 95 93 68 2735 41 2690 2653 2633 2607 40 76 55 2567 2547 2524 2491 423 401 135 266 153 70
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=31
num_cat=0
split_feature=13 16 51 12 132 2 48 14 0 1 15 150 42 131 159 3 3 1456 403 1454 480 43 123 133 13 133 16 0 484 403
split_gain=0.429531 0.899711 1.10444 0.967164 0.872077 1.02605 0.966643 0.948759 0.951503 1.69949 2.79954 1.18114 0.974522 0.927839 1.48874 1.60356 1.549 1.17394 1.37046 1.72466 1.08864 1.08299 1.34139 1.29337 1.88351 2.28611 2.11325 1.20261 1.04056 0.951509
threshold=-0.066634999999999986 0.51747500000000002 -0.15042499999999998 0.09334000000000002 0.10720500000000001 0.25063000000000007 -0.088439999999999977 -0.22253999999999999 -0.11991499999999998 0.077565000000000009 -0.042209999999999991 -0.090724999999999986 0.090310000000000015 0.089325000000000015 0.12283500000000001 -0.082484999999999989 -0.082284999999999983 0.090155000000000013 -0.08670499999999999 0.083100000000000021 0.091250000000000012 -0.087734999999999994 0.085215000000000013 -0.069129999999999983 -0.088854999999999976 0.088285000000000016 -0.081779999999999978 -0.084269999999999984 -0.020124999999999994 -0.083444999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 -8 9 -9 12 -10 -11 14 15 17 -17 18 -13 29 21 -18 23 27 25 26 -25 -23 -15 -20
right_child=-2 -3 4 -5 -6 -7 7 8 11 10 -12 13 -14 28 -16 16 20 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.029705790434032681 -0.0011091064113607344 -0.017568065389990808 0.022236821192893247 0.004750647059664494 0.016322194541701012 -0.018391387147961982 0.016176942892764747 0.018072161404415966 0.025209848014637826 0.002468539191328961 -0.038651369052628677 -0.024822957537082191 -0.021299927730275239 0.0097098029122270405 0.02586181975156069 0.02505315328564714 0.023075803895683394 0.016662371117621661 0.017995328026945177 -0.03121007773138228 0.019627123516103306 0.001594002873145535 0.017963660725113836 -0.013355780410041151 0.00026278336415036529 0.011697074323892595 -0.052883373999169897 0.022975877718370712 -0.011667262483498012 -0.0032701937737833449
leaf_weight=25 1648 25 21 41 36 28 38 22 20 69 30 34 23 29 25 34 23 25 23 21 37 91 42 38 242 20 21 37 106 247
leaf_count=25 1648 25 21 41 36 28 38 22 20 69 30 34 23 29 25 34 23 25 23 21 37 91 42 38 242 20 21 37 106 247
internal_value=0 0.00124087 0.00156561 0.0142034 0.000962075 0.000551255 0.000953678 0.000609078 0.000139198 -0.00751057 -0.0121239 0.00112715 -0.00347358 0.000687284 0.00177888 0.00113495 0.00433821 -0.00421908 -0.00582535 -0.00360569 0.00305998 0.0018674 0.000873931 -0.000724663 -0.00411382 -0.0175206 -0.0274249 0.0077747 -0.00707515 -0.00145869
internal_weight=0 1473 1448 66 1382 1346 1318 1297 1259 144 122 1115 92 1095 960 935 585 350 325 291 551 514 491 449 321 79 59 128 135 270
internal_count=3121 1473 1448 66 1382 1346 1318 1297 1259 144 122 1115 92 1095 960 935 585 350 325 291 551 514 491 449 321 79 59 128 135 270
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=31
num_cat=0
split_feature=160 42 160 479 479 482 482 484 52 160 52 13 160 13 42 481 15 1416 1447 0 156 156 0 0 148 159 150 43 0 1
split_gain=0.402564 3.96622 0.909689 0.690823 0.989551 0.567018 0.47388 0.702858 0.855167 1.6045 0.938034 1.56877 1.31749 0.913369 1.24902 0.801088 0.732473 0.696985 0.687198 1.6127 0.785126 0.770481 0.729137 1.22478 0.879991 0.791772 0.793753 1.96616 1.45247 2.82973
threshold=-0.55248999999999981 0.087505000000000013 -0.54784999999999984 0.088785000000000017 0.10713500000000002 0.11816500000000001 0.11231500000000001 0.13733500000000001 0.5140450000000002 -0.22361499999999998 0.42957000000000006 -0.067719999999999989 -0.24191499999999996 -0.081434999999999994 -1.0000000180025095e-35 1.0000000180025095e-35 -0.54354999999999987 1.0000000180025095e-35 -0.085684999999999997 -0.087184999999999985 -0.079979999999999982 -0.031569999999999994 -0.23194499999999998 -0.26343999999999995 0.10090000000000002 0.14765500000000001 0.12416000000000001 -0.074359999999999996 -0.17169499999999996 0.088975000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 6 7 8 10 -10 12 -12 13 -4 -15 16 -14 18 19 -18 -20 -22 23 -23 25 26 28 -28 29 -24
right_child=2 -3 3 4 -6 -7 -8 -9 9 -11 11 -13 15 14 -16 -17 17 -19 20 -21 21 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.042143074059415433 0.021403880396392197 0.01452042846940458 0.00052508462623164465 -0.026918417299368787 -6.1683312934987682e-05 0.012517261197727576 -0.012886884618949677 0.014696110350390278 -0.0010522472830687432 -0.034869872573763137 -0.0018777720790741773 0.033094093555827507 0.014059902138634292 -0.0036800807556853846 -0.033625626314120992 0.01862789352114002 -0.00020064653318303707 0.015492840271828505 -0.013465906367119815 0.03209761008620262 0.017692792563078305 0.00010577291031950154 -0.018345049548555505 -0.031439990093931558 0.02083031812682748 0.018230140225394913 0.0068754306508471141 -0.034940335617598482 -0.00065118097700456829 0.02322883835367975
leaf_weight=21 20 30 37 23 34 37 28 33 47 20 29 23 38 26 30 24 52 29 45 22 24 32 22 20 20 23 23 22 2223 64
leaf_count=21 20 30 37 23 34 37 28 33 47 20 29 23 38 26 30 24 52 29 45 22 24 32 22 20 20 23 23 22 2223 64
internal_value=0 -0.0088116 0.000146382 6.98822e-06 -0.0108986 0.000214679 6.06888e-05 0.000184504 1.90872e-05 -0.0111471 0.000283632 0.0135906 3.43666e-05 -0.0116669 -0.0197223 0.000439964 0.000275801 7.59552e-05 -9.65331e-05 0.00940154 -0.000375666 -0.000137469 -0.000312204 -0.0120272 -5.80616e-05 -0.000233816 -0.00041422 -0.0135678 -0.00015787 0.0125937
internal_weight=0 51 3070 3050 57 2993 2956 2928 2895 67 2828 52 2776 93 56 2683 2659 2621 2592 74 2518 2473 2449 52 2397 2377 2354 45 2309 86
internal_count=3121 51 3070 3050 57 2993 2956 2928 2895 67 2828 52 2776 93 56 2683 2659 2621 2592 74 2518 2473 2449 52 2397 2377 2354 45 2309 86
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=31
num_cat=0
split_feature=1455 160 1443 481 481 484 8 8 8 0 2 3 43 4 4 0 3 52 11 0 1 12 2 33 2 9 1209 16 4 2
split_gain=0.385239 0.986963 0.748402 0.458001 0.685242 0.863474 0.484728 0.600575 0.731416 0.523192 2.36581 2.0793 0.79564 0.828376 1.98046 2.05007 1.38957 1.57371 1.21652 1.2099 0.885864 0.767114 0.782591 0.633287 0.774815 0.635463 0.629055 0.912049 0.723317 1.11811
threshold=-0.23681499999999997 -0.55323499999999981 0.091740000000000016 0.11393500000000002 0.0028200000000000005 0.049355000000000003 0.099635000000000015 0.088180000000000022 1.0000000180025095e-35 0.10455500000000001 0.11474000000000002 -0.24462999999999999 -0.53814999999999991 -0.17966999999999997 -0.14098499999999997 -0.08095999999999999 0.10299500000000002 -0.049749999999999996 -0.014494999999999999 0.034820000000000011 0.085605000000000014 0.086345000000000019 0.10699500000000002 -1.0000000180025095e-35 -0.023999999999999997 -0.087824999999999986 0.082105000000000011 -0.037154999999999994 -0.082249999999999976 0.084855000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 8 9 12 11 -11 -3 16 15 -15 19 -18 -16 -14 -21 -13 -23 -20 -25 -26 -27 28 29 -28
right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 -12 21 13 14 18 -17 17 -19 23 20 -22 22 -24 24 25 26 27 -29 -30 -31
leaf_value=0.0095125776191707714 -0.016363715283522332 0.017155344315149167 0.017656718256572883 -0.011972086568130182 0.027748413421213626 -0.0016365139326080681 0.015393936121836305 -0.017077612468884104 0.01727961047242085 0.026107087285102654 -0.034068562053143979 -0.019137628126720138 0.037982697654515507 7.3781904989275444e-05 0.024527712687849999 -0.037527300062557237 -0.024273885270072657 0.014484025624115021 0.016283908356790958 -0.0031995119940903456 0.024567904896684922 0.0070924380090721748 -0.013796981501168218 -0.01560701100212155 0.017570860902778804 -0.0007912449466022666 0.025757726042398385 0.023023022004403176 -0.0028980300778761268 -0.00088640302387324888
leaf_weight=42 37 27 24 32 20 20 20 21 24 24 25 33 20 29 20 29 22 20 23 27 20 47 29 33 20 2246 28 25 98 36
leaf_count=42 37 27 24 32 20 20 20 21 24 24 25 33 20 29 20 29 22 20 23 27 20 47 29 33 20 2246 28 25 98 36
internal_value=0 -0.000129759 6.76953e-05 -7.21776e-05 5.53499e-05 0.0130559 -0.000121169 -0.000227219 -0.000105409 -0.000250234 -0.00584464 -0.000539395 7.43778e-05 -9.66853e-05 -0.000456492 -0.0187268 0.00844294 -0.00581774 -3.74819e-05 0.0173825 0.00861641 -0.00640651 -0.000878525 -0.000233299 -0.000386113 -0.000181347 -0.000327276 0.00524532 0.00250184 0.0107704
internal_weight=0 3079 3042 3018 2986 40 2946 2926 2905 2881 158 133 2723 2696 2587 58 109 42 2529 67 47 109 76 2509 2486 2453 2433 187 162 64
internal_count=3121 3079 3042 3018 2986 40 2946 2926 2905 2881 158 133 2723 2696 2587 58 109 42 2529 67 47 109 76 2509 2486 2453 2433 187 162 64
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=31
num_cat=0
split_feature=1444 43 1212 43 1212 403 13 1213 402 2 403 1186 0 2 2 12 401 402 401 1186 11 11 1212 1212 1212 475 474 474 2 133
split_gain=0.399736 0.457754 0.394623 0.917934 1.15326 0.835052 0.62528 0.60671 0.774614 0.688402 0.651603 0.974795 0.916667 0.975665 0.753408 0.656423 0.604916 0.871604 0.934609 0.787541 0.717332 0.658671 0.604619 1.22048 0.816707 0.683478 1.42684 3.34227 1.20844 1.02605
threshold=-0.083894999999999983 -0.54673999999999989 -0.040879999999999993 0.0041500000000000009 -0.087464999999999987 0.26430000000000003 -0.065824999999999981 0.13636500000000004 0.11086000000000001 0.087415000000000007 0.085340000000000013 0.084720000000000004 -0.10324499999999999 0.085730000000000015 0.31765000000000004 0.093105000000000007 0.092045000000000016 0.095250000000000015 0.083100000000000021 0.084100000000000022 0.10458500000000001 0.097680000000000017 0.090080000000000007 0.092815000000000022 0.08790000000000002 -0.084144999999999984 0.084510000000000016 0.086080000000000018 0.086950000000000013 0.086365000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -5 8 10 -10 14 12 -12 -14 16 -15 17 18 19 20 21 22 24 -24 25 26 28 -28 -4 -30
right_child=1 2 5 6 -6 -7 -8 -9 9 -11 11 -13 13 15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.01019376898797131 0.014839352604134807 0.0051203338497685727 0.013942029478179442 -0.013339876996365208 0.030712853673668133 -0.016596463325643733 0.0062469159385987695 0.0090331028332002461 -0.027214443739503626 -0.0018470158476544464 0.016824020096851935 0.022860811030941793 0.0096535781511303161 -0.023357002193538045 -0.019341504644779933 0.00074034804012626412 -0.014683528772780095 0.019219879789844806 0.017208483042195438 -0.01566304604331141 0.016183391242073134 -0.018148984839873657 -0.023527990668221858 -0.001623725225028859 0.016713466663876998 -0.0007551302962894909 0.043536667998705529 0.0014662142136487467 -0.0019941067396042249 -0.027485935855656864
leaf_weight=38 21 109 37 39 21 31 28 71 20 23 31 29 33 26 21 20 29 23 30 34 26 21 33 111 29 2006 28 58 75 20
leaf_count=38 21 109 37 39 21 31 28 71 20 23 31 29 33 26 21 20 29 23 30 34 26 21 33 111 29 2006 28 58 75 20
internal_value=0 0.000125645 2.47344e-05 0.00435403 0.00925451 -0.000272952 -0.00515435 -9.43958e-05 -0.000328942 -0.0136458 -0.000118418 0.00655109 0.00225125 -0.00346718 -0.000477605 -0.0128799 -0.000322862 -0.000158319 -0.00033603 -0.000548433 -0.000338164 -0.000515815 -0.000361332 -0.00664345 4.01885e-05 -0.000177224 0.00514058 0.0151636 -0.00138956 -0.00736081
internal_weight=0 3083 3062 197 130 2865 67 2834 2763 43 2720 139 110 79 2581 46 2560 2531 2508 2478 2444 2418 2397 144 2253 2224 218 86 132 95
internal_count=3121 3083 3062 197 130 2865 67 2834 2763 43 2720 139 110 79 2581 46 2560 2531 2508 2478 2444 2418 2397 144 2253 2224 218 86 132 95
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=31
num_cat=0
split_feature=393 13 158 401 4 1443 12 4 130 1 4 40 0 13 0 149 12 2 3 2 15 12 475 2 16 16 3 4 4 51
split_gain=0.381281 0.42718 0.725509 0.782725 5.65326 1.74274 0.893992 1.11027 1.38188 1.29674 0.845144 0.825497 1.25601 1.37215 1.22717 1.01368 0.927607 1.52138 4.15514 3.07277 1.65775 2.60162 1.53122 1.48709 1.30467 1.43339 1.26115 1.24268 2.73469 1.17609
threshold=0.12765500000000005 -0.066634999999999986 0.12874000000000005 0.080190000000000011 -0.08835999999999998 0.084655000000000022 0.11201500000000002 -0.0092149999999999992 0.09290000000000001 0.12456000000000002 -0.046564999999999988 0.051255000000000002 0.14486500000000005 0.40528500000000006 -0.066689999999999985 0.080895000000000009 0.088615000000000013 0.10699500000000002 0.11296500000000002 0.092480000000000021 -0.0063699999999999989 -0.015429999999999998 -0.085719999999999977 0.11177500000000001 -0.059624999999999991 -0.5048999999999999 -0.066704999999999987 0.08184000000000001 0.038415000000000012 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 11 10 9 -9 -8 12 13 15 -13 16 17 18 19 22 21 -21 -3 -19 25 -25 -18 28 29 -24
right_child=-2 2 -4 4 -6 -7 7 8 -10 -11 -12 14 -14 -15 -16 -17 26 23 -20 20 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011315136247818584 0.01205922424291762 0.028629858881079901 -0.019687260660742011 -0.045070127886356205 0.0026367710185916846 0.029029584173113111 0.0051350308561490645 -0.004813789757522377 0.037303426847793163 0.024667785279452802 -0.018429002554520315 0.0018298134848009795 0.016342239787336437 0.024306415021419527 -0.033201239239424467 -0.023881698399782183 -0.0038883075705539783 0.029882170366278538 -0.046365257080178711 -0.0029280487304696673 -0.00084666362239254863 -0.045514775987248873 -0.00019610492264568485 -0.0014067415315366816 -0.0092900488525629044 0.028524297222611496 -0.029500868543982508 -0.015653323891627439 0.039348438674850127 0.018568479710895765
leaf_weight=1473 26 24 21 32 111 20 45 37 20 25 23 20 40 20 20 21 496 30 20 26 45 32 276 32 41 32 20 34 21 38
leaf_count=1473 26 24 21 32 111 20 45 37 20 25 23 20 40 20 20 21 496 30 20 26 45 32 276 32 41 32 20 34 21 38
internal_value=0 -0.000101305 -0.00122088 -0.000978655 -0.0080389 -0.00028619 -0.000693919 0.00661242 0.014447 0.00707394 -0.00283516 -0.00154481 -0.00109158 -0.00166886 -0.0156857 -0.00210615 -0.0017143 0.000795739 -0.00167696 0.000124992 -0.0152495 -0.0264242 0.00415445 0.0102469 0.00463686 0.0135588 -0.00488104 0.00256255 0.00441133 0.00207477
internal_weight=0 3095 1622 1601 143 1458 1438 150 82 62 68 1288 1248 1208 40 1188 1167 651 516 496 103 58 393 135 105 64 516 369 335 314
internal_count=3121 3095 1622 1601 143 1458 1438 150 82 62 68 1288 1248 1208 40 1188 1167 651 516 496 103 58 393 135 105 64 516 369 335 314
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=31
num_cat=0
split_feature=0 11 129 393 43 4 16 0 131 156 42 150 13 16 3 0 10 0 0 43 52 1451 50 15 12 131 43 43 15 3
split_gain=0.387643 0.498203 0.546375 0.510722 0.92908 0.640983 1.87581 0.960538 1.46271 1.50523 1.67458 2.10305 2.2994 3.59896 2.87356 1.15078 0.982244 0.912938 1.48372 0.991965 1.05162 0.886146 0.886819 1.32934 1.32462 0.870849 1.33565 1.79892 1.19022 0.84203
threshold=0.22582000000000002 0.10553000000000001 0.11179500000000002 0.11213000000000002 -0.54673999999999989 -0.39518999999999993 0.11346000000000002 -0.066089999999999996 0.11767000000000001 0.089470000000000008 0.088795000000000013 0.086615000000000011 0.0036400000000000004 -0.11118499999999999 -0.012939999999999998 -0.026509999999999995 -0.084119999999999986 -0.071719999999999992 -0.072594999999999979 0.0010100000000000003 0.094465000000000007 0.088880000000000015 0.10672000000000002 -0.089964999999999976 0.083935000000000023 0.090280000000000013 -0.064334999999999989 -0.23229999999999998 -0.028889999999999996 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 16 9 10 11 12 13 -9 -15 -14 -7 18 21 20 -19 22 -18 29 -25 26 27 -12 -28 -24
right_child=-2 -3 -4 -5 5 7 -8 8 -10 -11 25 -13 15 14 -16 -17 17 19 -20 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.021786448201164606 -0.01266001801316937 0.01444996939972043 0.012064547997874183 0.011515750324139623 0.029887918051746155 0.013851638808130071 0.0013926146330777555 -0.0043969314223012103 0.019168183868653918 0.0085707661664208117 -0.0090279764710710607 0.0066744338611469563 0.0028547499026171865 -0.027995244887036582 -0.079318737033754583 -0.022814535457761059 0.00021359740078959709 0.0072154526014946005 -0.023042427998935355 -0.0088479476173718777 0.031809978843444872 0.018078848778700026 0.015295541195787098 -0.031333039997628445 -0.0070989922603361157 -0.018866861697572929 -0.021846266566118336 0.024597205062078811 0.0020383455048970604 -0.0096554818696209382
leaf_weight=20 24 24 37 37 27 52 160 26 24 59 26 34 40 24 20 31 1871 101 29 30 21 26 38 27 137 26 34 41 54 21
leaf_count=20 24 24 37 37 27 52 160 26 24 59 26 34 40 24 20 31 1871 101 29 30 21 26 38 27 137 26 34 41 54 21
internal_value=0 9.8108e-05 -1.39794e-05 -0.000161182 -0.000305245 -0.000161027 0.00550691 -0.000540649 -0.00483481 -0.00622294 -0.0086747 -0.0156498 -0.0210329 -0.033894 -0.0513241 -0.00835297 0.000260514 -4.66303e-05 -0.000576374 0.00744297 0.0114489 -0.000269056 -0.000496871 -0.0064578 -0.0110887 -0.00193084 0.000910036 0.0115486 -0.0071898 0.00641467
internal_weight=0 3097 3073 3036 2999 2979 187 2792 439 415 356 175 141 70 44 71 2353 2301 2149 152 122 2120 2094 223 164 181 155 67 88 59
internal_count=3121 3097 3073 3036 2999 2979 187 2792 439 415 356 175 141 70 44 71 2353 2301 2149 152 122 2120 2094 223 164 181 155 67 88 59
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=31
num_cat=0
split_feature=1177 392 390 1186 15 1186 43 375 11 11 8 41 41 16 40 12 52 41 11 42 9 12 15 16 3 3 3 3 1420 42
split_gain=0.384964 0.441979 0.684553 1.20435 1.89652 1.06323 0.6127 0.535921 0.515698 0.570292 0.527458 0.592587 0.988265 1.22352 0.945004 1.29766 0.816529 0.943058 0.716951 0.700203 0.642919 0.621124 0.627223 0.596647 1.26742 2.45173 1.37293 1.21955 1.19287 1.34821
threshold=-0.079504999999999978 0.091685000000000003 0.088485000000000008 0.084720000000000004 0.083195000000000005 0.057025000000000006 -0.54673999999999989 0.088915000000000008 0.10458500000000001 0.097680000000000017 0.08573500000000002 0.075585000000000013 0.078475000000000017 0.052820000000000013 0.0064400000000000004 -0.11019 -1.0000000180025095e-35 0.085095000000000018 -1.0000000180025095e-35 -0.14723999999999998 -0.087824999999999986 0.085440000000000016 -0.069954999999999989 0.0047850000000000011 0.12745000000000004 0.10299500000000002 0.0051600000000000005 0.088060000000000013 -0.078304999999999986 0.088915000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 8 9 10 11 14 -13 16 18 -16 -14 -18 -8 21 -21 -20 -23 -22 25 26 28 -28 -25 -30
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 -12 12 13 -15 15 -17 17 -19 19 20 23 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0098729504661885306 -0.01758860335452482 0.013998291128188034 -0.017413525898819386 0.035280076181516053 -0.0064149453444406401 -0.018761261702973337 -0.019014932699501514 -0.015944243204735576 0.013844307553437022 -0.01645966380102826 0.011783119536152013 0.026917061640415341 -0.018337054275300191 0.025276379007846118 0.0021862358917765644 -0.031405411482505176 -0.011819293546991853 0.012103145780662697 0.022709083852047722 0.01477534832166774 0.00045423195428632469 0.01742655264213681 -0.0048913596827975091 0.013203044688432581 0.012790569514680179 -0.031651660872082557 0.031894895564764734 0.0010964990593492986 -0.011044043724261474 -0.00058030461100494772
leaf_weight=39 20 22 23 24 20 31 20 21 27 21 38 20 23 20 23 23 26 45 24 28 1866 20 34 36 47 31 20 36 239 254
leaf_count=39 20 22 23 24 20 31 20 21 27 21 38 20 23 20 23 23 26 45 24 28 1866 20 34 36 47 31 20 36 239 254
internal_value=0 -0.000124933 -0.000226473 -9.63109e-05 0.0163278 -0.000337761 -0.000144943 -2.6359e-05 8.80798e-05 -4.0261e-05 7.97556e-05 -7.71149e-05 0.00641385 0.0028168 -0.00039914 -0.0146096 -0.00196183 0.00334282 -0.000152933 -9.7676e-06 -0.000294478 0.00932363 0.00337453 -0.000461325 -0.00303814 -0.00424585 -0.00279358 0.0120959 -0.00436978 -0.00565299
internal_weight=0 3082 3060 3037 44 2993 2962 2942 2921 2894 2873 2835 134 114 2701 46 94 71 2655 2635 2557 78 54 2529 663 616 585 56 529 493
internal_count=3121 3082 3060 3037 44 2993 2962 2942 2921 2894 2873 2835 134 114 2701 46 94 71 2655 2635 2557 78 54 2529 663 616 585 56 529 493
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=31
num_cat=0
split_feature=473 51 1456 15 2 51 4 3 0 16 1451 1451 160 1417 1444 51 148 399 12 160 4 160 130 15 15 3 1213 1212 1212 1213
split_gain=0.375334 0.463648 1.25926 1.31257 1.20049 1.15494 1.125 0.874364 0.867309 0.759954 0.715289 1.02637 0.666862 0.624541 0.575279 0.560644 0.705164 0.555798 0.988249 0.537503 1.59892 0.644322 0.535388 0.838388 0.919882 0.975769 0.72182 0.666931 1.43145 1.02486
threshold=-0.072684999999999986 -0.24351499999999995 0.094710000000000003 -1.0000000180025095e-35 0.12595500000000001 -0.46621499999999999 -0.58204499999999992 -0.077644999999999978 -0.061629999999999997 0.63636000000000015 0.089825000000000002 0.081365000000000007 -0.55697499999999989 -1.0000000180025095e-35 -0.081839999999999982 0.24916000000000002 -0.15852999999999998 0.10520000000000002 0.095780000000000018 -0.53379499999999991 -0.050494999999999991 -0.52439499999999983 0.10433000000000002 -0.13578499999999996 -0.076244999999999993 -0.086554999999999979 0.39818500000000007 0.091315000000000021 0.093215000000000006 -0.023164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -3 -7 -9 10 11 12 -8 -14 -15 16 -16 19 -19 20 -18 -21 26 -24 -25 -26 27 -23 -29 -30
right_child=1 6 -4 -5 -6 7 9 8 -10 -11 -12 -13 13 14 15 -17 17 18 -20 21 -22 22 23 24 25 -27 -28 28 29 -31
leaf_value=0.011964803418287866 0.018463836330920459 -0.022907363301651044 -0.018098245816072452 0.032425691261887553 0.026165850176697689 0.0072435847626855752 0.01431595447647851 -0.031102520143613224 -0.0020051119050809316 -0.016604434825213895 0.016791400507092477 -0.022771537695080044 0.016209323266926017 0.011140349752074757 0.018351353183388711 -0.013277842500247062 -0.029036278048685443 -0.0048499102634377775 0.026210013954412373 0.017390916831791402 0.0092478697188198566 -0.00010624140994520972 0.010388669893145561 -0.031054270789027217 -0.021621860232456436 0.004713692392825204 0.014128750635470222 -0.030465269857086242 0.0048050882058209704 -0.012443876457178878
leaf_weight=26 24 22 20 20 21 26 32 20 21 28 25 20 23 43 20 34 24 20 21 20 20 2298 20 20 24 34 34 22 76 63
leaf_count=26 24 22 20 20 21 26 32 20 21 28 25 20 23 43 20 34 24 20 21 20 20 2298 20 20 24 34 34 22 76 63
internal_value=0 -0.000100512 0.00528513 0.00882806 0.0046142 -0.000359258 -0.000378669 -0.00710186 -0.016199 -0.000208991 -5.03069e-05 -0.000197114 -3.85858e-05 -0.000201706 -0.000336848 -0.00051631 -0.000356556 -0.000495339 0.0110588 -0.000673765 -0.0116344 -0.000489058 -0.000627074 -0.00787726 -0.0125608 -0.00618378 -0.000342069 -0.000542154 -0.00676406 -0.00301279
internal_weight=0 3095 152 132 112 91 2943 67 41 2921 2893 2868 2848 2816 2793 2750 2716 2696 41 2655 44 2611 2591 98 78 58 2493 2459 161 139
internal_count=3121 3095 152 132 112 91 2943 67 41 2921 2893 2868 2848 2816 2793 2750 2716 2696 41 2655 44 2611 2591 98 78 58 2493 2459 161 139
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=31
num_cat=0
split_feature=1444 43 52 155 155 475 1429 157 475 4 156 0 9 13 2 45 132 15 43 160 2 157 155 0 12 52 16 16 3 4
split_gain=0.412421 0.744332 0.412593 0.578641 1.09138 0.632709 2.36106 2.44181 0.768944 0.686681 0.661288 0.809388 2.64925 1.06687 1.37944 0.940743 0.721437 0.813708 1.27354 1.37705 0.834018 0.677213 1.66396 1.05382 1.91214 0.745594 1.17608 1.47382 1.47884 1.25232
threshold=-0.083894999999999983 -0.54673999999999989 -0.56176499999999996 0.14547000000000002 0.12016500000000001 -0.088274999999999978 0.086095000000000019 -0.0021849999999999994 -0.085734999999999992 -0.55119499999999988 0.11582500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.090705000000000008 0.10731 0.10526500000000001 0.085885000000000003 -0.07879499999999999 0.070450000000000013 -0.085024999999999989 0.095195000000000016 0.019925000000000002 0.083440000000000014 -0.036484999999999997 0.051320000000000005 -0.53964499999999982 0.0047850000000000011 -1.0000000180025095e-35 -0.076669999999999988 0.010840000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -7 -10 11 15 -13 16 -15 21 17 -14 19 -19 -21 23 -23 25 -25 -11 27 -27 -29 -28
right_child=1 2 3 -5 -6 8 -8 -9 9 10 -12 12 13 14 -16 -17 -18 18 -20 20 -22 22 -24 24 -26 26 29 28 -30 -31
leaf_value=-0.010354249551892281 0.018890065988082263 0.0077014083207091874 -0.044226164236664776 0.013880983797897553 -0.020711569373424239 0.013228428089694884 0.013738794823915795 -2.8292708098888399e-05 0.01608207210755119 0.014524941065567822 0.012060303467482892 -0.040164940325277197 0.023214278201616947 -0.0010475170399461473 -0.035433290228247642 0.020176194834968318 -0.013617090849826733 0.015879711275920274 0.022013198025524618 -0.0031985511149590219 -0.030848442353308206 -0.03189840838313103 4.8369673978803415e-05 0.029987857013475151 -0.0054649720161125577 8.037789093864009e-05 -0.010039811567841825 0.0046734403861735611 0.038267936939373616 0.0024846422898231963
leaf_weight=38 21 68 25 29 26 44 29 25 26 34 43 21 21 28 20 23 24 20 22 24 20 23 56 32 29 1939 231 38 20 122
leaf_count=38 21 68 25 29 26 44 29 25 26 34 43 21 21 28 20 23 24 20 22 24 20 23 56 32 29 1939 231 38 20 122
internal_value=0 0.000127623 -1.05482e-06 -0.000175994 -0.000313482 -0.000133029 -0.00896122 -0.0221272 0.000110826 -9.41363e-05 -0.000244882 -0.000437501 -0.0065631 -0.00262098 -0.0153749 4.35042e-05 0.00205222 0.00556683 0.00125756 -0.00587719 -0.0157667 -0.000139955 -0.00925259 0.000154482 0.0131332 -0.000177609 -0.000390327 0.000550226 0.0162577 -0.00571125
internal_weight=0 3083 3062 2994 2965 2939 79 50 2860 2816 2790 2747 200 179 48 2547 131 107 86 64 44 2524 79 2445 61 2384 2350 1997 58 353
internal_count=3121 3083 3062 2994 2965 2939 79 50 2860 2816 2790 2747 200 179 48 2547 131 107 86 64 44 2524 79 2445 61 2384 2350 1997 58 353
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=31
num_cat=0
split_feature=402 1211 4 402 160 16 133 43 12 402 2 402 15 1 46 376 15 123 123 123 10 376 9 2 2 41 41 3 1 1446
split_gain=0.395886 1.8824 1.51798 0.898024 1.56297 1.43788 0.90271 0.738474 0.700233 0.860885 0.659045 0.658549 0.63498 0.539409 0.550042 0.453668 0.640357 1.39854 0.702203 0.909265 0.843412 0.791156 1.32779 0.639411 1.41788 0.569779 1.66162 1.39082 0.744141 0.615341
threshold=0.089785000000000018 1.0000000180025095e-35 -0.58204499999999992 0.10401000000000001 -0.015149999999999999 -0.071359999999999993 0.09635500000000001 -0.0047449999999999992 0.091840000000000019 0.13924000000000003 0.31765000000000004 0.095950000000000021 0.087685000000000013 0.15964000000000003 -0.043074999999999995 0.087615000000000012 -0.42198999999999992 0.085740000000000011 0.084660000000000013 0.086730000000000015 0.058500000000000003 0.048375000000000008 0.086220000000000005 0.10222000000000002 0.13404500000000005 0.07677500000000001 0.079395000000000007 -0.14989499999999997 0.097525000000000014 0.092110000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 11 7 8 12 -10 13 -2 -6 14 -4 16 17 23 20 -20 21 22 25 -16 -25 29 -27 28 -28 -18
right_child=1 -3 10 4 6 -7 -8 -9 9 -11 -12 -13 -14 -15 15 -17 18 -19 19 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.024897228166460991 0.0092230996582657095 0.033100900277495383 0.015265463308795638 -0.028224866376036689 0.0046801609121875148 -0.0050611322185628721 0.020102774347400383 -0.01124683351086622 0.027961095357313753 -0.000705156206491996 -0.017794823575587499 0.032413935095071796 -0.017841014842547121 0.015953490311013802 -0.014282937988638878 0.0081236912451300124 -0.0010844712692792094 -0.025521801668219268 0.021017996876367503 0.0013691586875615436 -0.020931207705289126 -0.015931182625354267 0.020130704890470953 0.018941825249930846 -0.012497364761880958 0.031232136225497184 -0.022300522591775427 0.014597479379377687 0.0023925434231110241 0.0067555526040294876
leaf_weight=25 24 20 23 21 31 37 21 55 20 22 21 25 21 21 25 63 2150 32 35 72 20 32 32 32 26 22 26 39 23 105
leaf_count=25 24 20 23 21 31 37 21 55 20 22 21 25 21 21 25 63 2150 32 35 72 20 32 32 32 26 22 26 39 23 105
internal_value=0 0.0034729 -0.000365245 0.00133369 -0.00248695 0.00981908 0.000692439 -0.00204325 0.00334183 0.0129454 -0.000146131 0.0210552 -0.00441493 -1.27176e-05 -0.000134332 -0.000263884 -0.000461719 -0.00776143 -0.000133289 0.00779635 -0.000479745 -0.000311351 -0.000102826 -0.000914055 0.0048484 -0.000376599 0.00665112 0.000505871 -0.0107099 -0.000719415
internal_weight=0 297 2824 277 191 86 170 149 94 42 2799 49 52 2778 2757 2734 2671 115 2556 107 2449 2429 2397 83 58 2365 110 88 49 2255
internal_count=3121 297 2824 277 191 86 170 149 94 42 2799 49 52 2778 2757 2734 2671 115 2556 107 2449 2429 2397 83 58 2365 110 88 49 2255
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=31
num_cat=0
split_feature=1212 13 403 42 401 0 1208 1209 1208 1209 132 132 124 376 4 376 44 149 34 104 11 0 13 401 16 1443 0 0 12 1
split_gain=0.366725 0.993216 1.95131 0.609165 0.859386 0.715383 0.464709 0.581921 1.00004 0.806621 0.50573 0.809937 0.592586 0.734736 0.688749 0.592958 0.516167 0.651414 0.650534 0.803466 0.948044 0.708832 1.10059 0.810755 4.09921 1.64054 1.02735 2.39787 1.10839 1.37262
threshold=-0.075499999999999998 0.06370000000000002 -0.0051499999999999992 0.084835000000000008 0.094540000000000013 -0.084044999999999995 0.11846000000000001 0.11495000000000001 0.099975000000000008 -0.079679999999999987 -0.43443999999999999 -0.26631499999999991 0.08919500000000001 0.087615000000000012 0.010840000000000001 0.085395000000000013 0.10049500000000001 0.099660000000000012 -0.085739999999999983 0.083745000000000014 -0.014494999999999999 0.22582000000000002 0.27020000000000005 0.080190000000000011 0.037555000000000005 0.093200000000000019 -0.0058249999999999994 0.024095000000000002 0.085635000000000003 0.10325000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 8 9 -2 -11 -12 13 15 -14 16 17 18 -13 20 -20 22 23 25 -25 26 -22 -28 29 -29
right_child=6 -3 3 4 -6 -7 -8 -9 -10 10 11 12 14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.033367374896382293 -0.01528012903355476 -0.016525121182203294 0.023055600209161642 -0.016968865335885704 0.004364052951207449 -0.0023184929974377154 0.013594058711896652 -0.014725053534909553 0.020529591546738116 -0.013354666832962943 0.016262037235622605 -0.012382999566102098 0.0033419934766633175 0.010889679593965411 -0.019964875312871302 -0.017037493646854446 -0.014468049675226212 0.016034129887819291 -0.021823478639125826 0.019984683900838719 -0.00057111185361884695 -0.018715587654151024 0.017543768040680637 -0.00049954960127251979 -0.0481677411744992 0.028909182981587945 0.039542328410316262 0.0013136083701753925 -0.0033316447389433569 0.025392890290822836
leaf_weight=24 36 20 25 28 58 20 24 28 23 29 30 43 21 60 32 21 25 25 20 20 2051 20 36 128 21 20 20 58 115 40
leaf_count=24 36 20 25 28 58 20 24 28 23 29 30 43 21 60 32 21 25 25 20 20 2051 20 36 128 21 20 20 58 115 40
internal_value=0 0.00444755 0.0071537 0.0023512 -0.00258155 0.0117782 -0.000264196 -0.000378021 -0.000239211 -0.000405593 -0.00021671 -8.09294e-05 -0.000257546 -5.37109e-05 -0.0107301 -0.000300276 -0.00016724 -3.06256e-05 -0.000185571 2.01917e-05 -0.000137693 3.51712e-05 0.00018584 -6.89031e-05 -0.00721789 0.000393423 0.000143722 0.0064361 0.00332754 0.0111419
internal_weight=0 175 155 131 86 45 2946 2922 2894 2871 2835 2806 2776 2723 53 2663 2642 2617 2592 2549 2529 2509 2489 2453 149 2304 2284 233 213 98
internal_count=3121 175 155 131 86 45 2946 2922 2894 2871 2835 2806 2776 2723 53 2663 2642 2617 2592 2549 2529 2509 2489 2453 149 2304 2284 233 213 98
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=31
num_cat=0
split_feature=1444 43 52 448 448 14 1373 151 151 0 151 52 4 151 448 123 151 16 1375 42 1 149 150 3 1375 13 151 133 34 0
split_gain=0.36967 0.63696 0.369518 0.54825 0.704972 0.707095 0.538899 0.639816 1.26573 1.22998 0.757371 0.997728 1.01408 0.678737 1.65538 1.51697 1.21494 0.884261 0.999406 1.61843 0.837891 0.661485 0.989082 1.69631 1.14211 1.11941 0.711408 0.63308 0.596567 0.60331
threshold=-0.083894999999999983 -0.54673999999999989 -0.56176499999999996 -0.08705499999999998 -0.076874999999999985 0.10189000000000002 0.086880000000000013 -0.090769999999999976 -0.087374999999999994 -0.074824999999999989 -0.10142999999999999 -0.015069999999999998 0.40473500000000007 -0.08317999999999999 -0.065209999999999976 0.083935000000000023 -0.085164999999999977 -0.5224049999999999 1.0000000180025095e-35 0.085935000000000025 0.10828500000000001 0.079625000000000015 0.088135000000000005 -0.082094999999999987 -0.27302499999999996 -0.086254999999999984 -0.012764999999999997 -0.54656499999999986 -0.085644999999999985 0.18019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 9 -9 10 11 -6 -13 15 -15 16 -10 20 21 -20 -16 22 26 -24 -25 -26 -19 -28 -29 -30
right_child=1 2 3 4 5 -7 -8 8 13 -11 -12 12 -14 14 17 -17 -18 18 19 -21 -22 -23 23 24 25 -27 27 28 29 -31
leaf_value=-0.0098029185993302806 0.017477327017557054 0.0072911052920971997 -0.01339341686858285 0.012838214768895082 0.0069250569680022918 -0.018948682188056412 -0.010169576552624886 -0.019164346658757755 0.037703431285917764 0.02936567116063088 0.018440015943577658 -0.024405444096083997 0.0048943604741777695 -0.028967535905539989 -0.00071247630643055723 -0.011713975846767427 0.0072536244755610829 -0.017502423926877477 -0.035542024512376105 0.00091018065858375406 0.020765008629025083 -0.014398688849178144 -0.0093910067369613586 -0.0032320857094600797 0.010587722127293718 0.038372673640220331 0.0153198361916181 -0.016056144353933634 -2.6986893216186201e-05 -0.015650537118315697
leaf_weight=38 21 68 31 42 74 20 52 35 20 20 26 27 21 20 34 25 38 24 21 29 39 32 34 20 29 29 26 24 2177 25
leaf_count=38 21 68 31 42 74 20 52 35 20 20 26 27 21 20 34 25 38 24 21 29 39 32 34 20 29 29 26 24 2177 25
internal_value=0 0.000120827 1.79195e-06 -0.000163764 -2.53501e-05 -0.000210311 -8.1125e-05 0.00010301 -0.000272125 0.00608954 0.00294412 -0.000358289 -0.0115868 -2.22283e-05 -0.000310446 0.00887779 0.0177536 -8.50658e-05 -0.000405641 -0.0143997 0.0107618 -0.000116507 7.48793e-05 0.00924925 0.0173745 0.0244802 -0.000376583 -0.00019407 -0.000375275 -0.000204366
internal_weight=0 3083 3062 2994 2963 2921 2901 2849 2681 168 148 122 48 2646 2563 83 58 2543 2470 50 73 2420 2388 112 78 58 2276 2252 2226 2202
internal_count=3121 3083 3062 2994 2963 2921 2901 2849 2681 168 148 122 48 2646 2563 83 58 2543 2470 50 73 2420 2388 112 78 58 2276 2252 2226 2202
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=31
num_cat=0
split_feature=1185 13 13 1446 43 43 10 41 0 0 12 148 3 2 160 133 0 1 4 12 4 50 12 16 1455 43 43 42 1456 0
split_gain=0.347236 0.365303 0.707135 0.701393 0.685439 1.2042 1.16995 0.892516 0.995984 0.859601 1.75724 0.966017 0.900808 0.896541 1.63885 1.12137 1.11865 1.34101 1.13387 1.02865 1.007 1.20758 1.46594 1.02298 1.46986 1.43953 1.16424 0.986021 0.977453 0.804538
threshold=0.089620000000000019 -0.066634999999999986 -0.067719999999999989 0.11483500000000001 0.10915000000000001 0.07827000000000002 -0.092019999999999977 0.089785000000000018 -0.11173999999999999 -0.16360999999999995 -0.094384999999999983 -0.078719999999999984 -0.0025099999999999996 0.10005000000000001 -0.11201999999999999 0.092845000000000011 -0.070154999999999981 0.10471500000000002 0.0033150000000000007 0.084795000000000023 -0.0083799999999999986 0.10517000000000001 0.085785000000000014 0.013515000000000001 -0.088874999999999982 -0.070064999999999975 -0.08287499999999999 0.087195000000000009 0.090155000000000013 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 -1 8 -6 -8 -11 -12 13 16 -15 29 18 -18 20 -20 23 22 -22 28 -25 26 -26 -24 -13 -16
right_child=-2 3 -4 -5 7 -7 9 -9 -10 10 11 12 -14 14 15 -17 17 -19 19 -21 21 -23 27 24 25 -27 -28 -29 -30 -31
leaf_value=-0.016323436261154713 0.0092572319478495049 -0.00089461102247046908 0.018811440671032128 -0.01745360315992282 0.030801299928377074 -0.02208765980321914 -0.013768300884648374 -0.0060322864766931168 0.0066392590844277614 0.020059304881118695 0.018450381318107247 -0.00018238798420339744 -0.0091081934693725188 0.034434560959094335 0.018151273526931546 -0.009686054019496227 0.031568162414866194 0.00050175513112635326 0.0081438756287097926 -0.014653855694954185 0.0034333703960650244 -0.0084388302639126778 0.043454757221043111 -0.034176756148226566 -0.0023561128014862017 0.019531401402782651 -0.027891156664834573 0.013920883648097515 0.020518363593146207 -0.0051052454238136617
leaf_weight=40 40 1582 22 26 24 24 38 32 59 49 30 460 94 21 51 39 24 33 25 95 65 34 20 20 57 20 26 26 24 21
leaf_count=40 40 1582 22 26 24 24 38 32 59 49 30 460 94 21 51 39 24 33 25 95 65 34 20 20 57 20 26 26 24 21
internal_value=0 -0.000120185 0.0010175 -0.00116236 0.00074771 0.00011004 0.000516095 0.00815578 0.0136259 0.00104564 0.00150182 0.000734467 0.000274314 0.00110556 0.00881723 0.00397071 9.82566e-06 0.0135823 -0.000877369 -0.00990433 0.000563103 0.00805025 0.013101 -0.00122543 -0.00936891 -0.00455185 -0.010355 0.0267617 0.000844096 0.0113681
internal_weight=0 3081 1473 1608 1451 1336 1312 115 83 1272 1234 1185 1155 1061 132 111 929 57 872 120 752 145 111 607 123 103 83 46 484 72
internal_count=3121 3081 1473 1608 1451 1336 1312 115 83 1272 1234 1185 1155 1061 132 111 929 57 872 120 752 145 111 607 123 103 83 46 484 72
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=31
num_cat=0
split_feature=473 475 1429 157 12 3 374 1455 1455 16 13 42 48 3 130 4 1 48 150 3 52 3 128 3 1429 130 0 1 45 51
split_gain=0.342706 0.355838 1.24188 2.60053 0.836821 0.583418 0.506314 0.514867 1.38994 1.18354 0.472093 0.987357 1.89118 2.21274 1.42972 1.87093 6.82046 0.98128 1.03057 1.3176 2.37395 0.970381 1.84064 1.56363 0.91543 0.892597 0.751406 0.710222 1.03033 0.710492
threshold=-0.072684999999999986 -0.088274999999999978 0.086095000000000019 -0.0031149999999999993 0.088305000000000008 -0.077774999999999983 0.093030000000000015 -0.23681499999999997 -0.089344999999999994 -0.020119999999999996 0.0015850000000000003 0.088060000000000013 0.088965000000000002 -0.11255999999999998 -0.054004999999999991 -0.10429499999999998 0.078340000000000007 0.08955500000000001 0.083555000000000004 -0.10831999999999999 -1.0000000180025095e-35 -0.08824499999999999 0.090375000000000025 -0.074939999999999993 -0.0091699999999999993 0.11417500000000001 -0.073309999999999986 0.15799000000000005 0.10526500000000001 -0.24351499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -5 7 -3 9 -9 27 14 13 -13 -12 16 -16 18 19 20 -17 22 -21 -23 -18 26 -25 28 29 -10
right_child=1 6 4 5 -6 -7 -8 8 10 -11 11 12 -14 -15 15 17 24 -19 -20 21 -22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.011432939481276733 -0.039592003859579561 0.011418696120381357 0.02216940573638394 -0.0098444138914346706 -0.006412006691098213 0.012764987992566257 0.015969210527837278 0.00017943304148502649 0.0094563104651784642 -0.032758550920213264 0.010035702596097942 0.03887690344037345 -0.018215328473597765 -0.0012985973008747759 -0.056758377710056887 0.032483716094149996 -0.0098290315605700021 0.012056495028694995 -0.025344570888125379 -0.0070244641093393928 -0.0084900035500346163 0.015270216421534619 -0.041715876609086988 0.0088384551492830116 0.017814865218394479 -0.025244472897611558 -0.013190686840971466 -0.016746722072686838 0.021524780639447273 0.00034266343196054372
leaf_weight=26 25 39 21 25 20 21 20 20 89 24 61 26 20 29 31 26 25 38 23 65 31 39 20 30 23 24 32 23 24 2201
leaf_count=26 25 39 21 25 20 21 20 20 89 24 61 26 20 29 31 26 25 38 23 65 31 39 20 30 23 24 32 23 24 2201
internal_value=0 -9.60441e-05 -0.00562972 -0.0136316 0.00822725 0.00047727 0.000111724 4.68703e-06 -0.000147552 -0.0177867 0.000121936 -0.00253418 0.00811778 0.0176935 -0.00424122 -0.00638101 -0.0201961 -0.00305359 -0.00503353 -0.00328389 0.0101998 -0.00694374 -0.0151871 -0.00133822 0.003417 -0.00886995 -0.00253142 0.000739082 0.000912882 0.000696862
internal_weight=0 3095 112 71 41 46 2983 2963 2924 44 2880 543 75 55 468 407 79 328 290 267 57 210 85 125 48 86 62 2337 2314 2290
internal_count=3121 3095 112 71 41 46 2983 2963 2924 44 2880 543 75 55 468 407 79 328 290 267 57 210 85 125 48 86 62 2337 2314 2290
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=31
num_cat=0
split_feature=1426 1426 158 1453 15 0 1453 1443 44 1446 0 48 48 150 39 150 150 16 150 151 15 457 400 48 482 457 0 49 13 1374
split_gain=0.341366 0.488349 0.497262 0.542007 2.54572 1.78323 0.924725 0.686171 0.628492 0.640299 1.29712 0.579848 1.41824 1.28891 1.07839 0.850852 0.633899 0.955976 0.907563 0.812651 0.65546 1.68173 1.8497 1.59644 1.57587 1.34725 2.00709 1.35011 1.47831 1.16786
threshold=-0.10090499999999998 -0.061919999999999996 -0.47460999999999992 -0.065549999999999983 -0.08730499999999998 -0.086409999999999987 -0.0067199999999999994 0.090755000000000016 0.097195000000000017 0.097670000000000021 -0.086284999999999987 0.092205000000000023 0.10255000000000002 1.0000000180025095e-35 0.092310000000000017 -0.086544999999999983 0.11819500000000001 -0.45661999999999997 0.10921500000000002 -0.08236499999999998 -0.08730499999999998 -0.025284999999999998 -0.016164999999999995 0.083685000000000009 0.085675000000000015 0.082380000000000009 -0.098289999999999975 -0.0087849999999999977 -0.085154999999999995 0.086000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -5 8 9 11 -11 16 14 15 -13 -14 18 -18 20 -20 21 -8 -23 29 25 27 -27 28 -24 -22
right_child=1 2 3 6 5 -7 7 -9 -10 10 -12 12 13 -15 -16 -17 17 -19 19 -21 23 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.012706745520145411 -0.012004836106344181 0.015381329346980369 0.019575106033503459 0.017102627304848284 -0.040179438829760661 -0.0068207942596557785 -0.025962652121820758 -0.01648570565879345 -0.014245306039229036 0.027452982634377593 -0.00084102593448966048 0.016177835313310088 0.019664857722818854 -0.019677517215677655 -0.0091015660203993317 -0.00074660147558965712 0.019221750794531547 -0.0027808916707260487 -0.0035193533540285866 -0.029721447271294894 -0.00020239201297010432 -0.023697714019264723 -0.0028752458840608599 0.021376462611887193 0.013770936142806132 0.029719023207823436 -0.0065642937987802491 -0.002780130494490054 -0.041324055856093771 0.023528445055264802
leaf_weight=21 34 21 27 32 22 59 31 25 30 26 43 108 24 32 20 137 40 39 29 20 1661 37 20 36 67 30 31 378 20 21
leaf_count=21 34 21 27 32 22 59 31 25 30 26 43 108 24 32 20 137 40 39 29 20 1661 37 20 36 67 30 31 378 20 21
internal_value=0 -8.6078e-05 4.60935e-05 -5.96667e-05 -0.0070171 -0.0158812 0.000196173 9.94058e-06 0.000153132 0.000304694 0.00982048 6.85961e-05 0.00406594 -0.00134719 0.0122279 0.0022961 -0.000453008 0.00835969 -0.000745408 -0.0142141 -0.000462404 -0.00326678 -0.00205997 0.000539858 -0.000593672 -0.00260292 0.01128 -0.00462889 -0.0220997 9.38907e-05
internal_weight=0 3100 3066 3045 108 81 2937 2905 2880 2850 69 2781 321 193 128 161 2460 79 2381 49 2332 614 583 1718 546 479 61 418 40 1682
internal_count=3121 3100 3066 3045 108 81 2937 2905 2880 2850 69 2781 321 193 128 161 2460 79 2381 49 2332 614 583 1718 546 479 61 418 40 1682
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=31
num_cat=0
split_feature=454 448 448 14 14 147 151 147 8 9 160 42 1443 3 1453 13 43 159 16 15 16 2 52 3 159 3 52 50 15 15
split_gain=0.309914 0.357294 0.685027 0.608764 0.932858 0.577497 0.783967 0.68729 0.625596 0.974195 0.54411 3.84417 0.49798 1.32055 0.658828 0.520606 0.938957 1.15174 1.58799 2.05243 1.71666 1.02172 0.994837 0.900075 1.3608 0.844843 0.84131 0.734644 1.33947 0.770512
threshold=0.091435000000000016 -0.086659999999999987 -0.076874999999999985 0.10189000000000002 0.086645000000000014 0.096620000000000011 -0.030624999999999996 0.090425000000000019 1.0000000180025095e-35 0.092890000000000014 -0.55248999999999981 0.087550000000000017 0.08623500000000002 -0.082879999999999995 -0.084874999999999992 -0.089109999999999981 0.10915000000000001 0.087995000000000004 -0.095094999999999985 0.081070000000000017 -0.092124999999999985 0.090425000000000019 -0.061194999999999992 0.0068900000000000012 0.014475000000000003 -0.083654999999999993 0.094465000000000007 0.10114000000000002 0.088235000000000022 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 8 10 -10 11 -4 14 -14 -12 16 17 18 19 21 -20 -16 -19 -18 -25 -23 27 28 29 -22
right_child=-2 2 3 -5 -6 6 -8 -9 9 -11 12 -13 13 -15 15 -17 23 22 20 -21 26 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0096820727242408582 -0.011565133929252625 0.013546805502846837 -0.044135357956402006 -0.017352534430101513 0.021154679233829181 5.1797239174102917e-06 0.02537546150741123 -0.016058673447480909 0.028132674116641283 0.00060618818841046758 -0.017886458426004365 0.013708008204897246 0.02689565436448902 -0.0048153728888980273 0.0065212196773952909 0.00051120301470872188 -0.0041462751923042329 -0.0036639274384539858 0.021048419732876397 -0.040757242882890364 0.0053972560819238423 0.00013056336669251323 0.021306943300145646 0.033001979148906208 -0.0022067315876483917 -0.024840908914449671 -0.020172101087347769 -0.019938509715721014 0.024236621102318168 -0.013885290237674272
leaf_weight=37 23 38 20 20 21 29 21 27 20 36 21 27 24 29 27 2274 43 39 27 28 40 20 27 23 21 42 34 20 20 43
leaf_count=37 23 38 20 20 21 29 21 27 20 36 21 27 24 29 27 2274 43 39 27 28 40 20 27 23 21 42 34 20 20 43
internal_value=0 8.58613e-05 0.000203932 3.62078e-05 0.000152017 4.1109e-06 0.0106607 -0.000177618 -3.00145e-05 0.0104371 -0.000235756 -0.0109062 -5.67728e-05 0.00954434 -0.00024188 -0.000106053 -0.00319777 -0.00541199 -0.0080352 -0.0171439 -0.00224326 -0.00971499 0.00655143 0.00614269 0.0161978 -0.0167856 -0.00624883 -0.00240012 0.00100539 -0.0045925
internal_weight=0 3098 3061 3023 3003 2982 50 2932 2905 56 2849 47 2802 53 2749 2728 454 367 301 117 184 89 66 87 44 62 157 123 103 83
internal_count=3121 3098 3061 3023 3003 2982 50 2932 2905 56 2849 47 2802 53 2749 2728 454 367 301 117 184 89 66 87 44 62 157 123 103 83
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=31
num_cat=0
split_feature=1212 1212 403 403 42 402 1208 1208 401 1211 133 156 156 474 0 1210 43 2 12 481 43 156 1 156 2 0 4 1 15 0
split_gain=0.30739 1.40384 0.578876 0.915119 1.53444 0.771072 0.665945 0.803686 0.548774 0.717576 0.38001 0.969558 0.83125 0.91386 0.770267 1.36016 1.45408 2.01897 1.72407 2.30802 1.69495 0.920117 1.24574 1.10293 0.852424 1.35215 1.01539 1.90911 1.24613 1.07862
threshold=0.11930500000000001 0.11006000000000002 -0.5492149999999999 -0.53255499999999989 0.11603500000000001 0.0043800000000000011 1.0000000180025095e-35 0.106285 -1.0000000180025095e-35 0.11301500000000002 0.093255000000000018 0.096220000000000014 0.11467500000000001 0.096510000000000012 -0.079119999999999982 -0.064344999999999999 0.093175000000000022 0.10855000000000002 -0.093619999999999995 -0.051484999999999996 -0.40263499999999991 0.091255000000000017 0.086720000000000005 0.08618000000000002 0.10060500000000001 -0.064339999999999994 -0.17966999999999997 0.091615000000000016 0.088060000000000013 -0.077084999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 10 -8 -2 -10 12 -12 14 -14 -5 -16 18 -18 -17 -20 -21 23 -23 24 26 -26 -22 28 -28 -29
right_child=8 -3 3 6 -6 -7 7 -9 9 -11 11 -13 13 -15 15 16 17 -19 19 20 21 22 -24 -25 25 -27 27 29 -30 -31
leaf_value=7.4261776559675735e-05 -0.0055020670908001758 -0.023293956556097749 -0.034063330097567471 0.00023949999021218125 0.0026036008708178997 0.02472200898284262 0.027080918150022629 -0.00092891312559090916 0.0026279690861701968 0.027081603603437546 0.0038902188371775755 -0.018178068110275836 0.012944320248549477 -0.0081739096867817426 -0.028751682710745154 -0.024295228067785501 -0.0029853474728915156 -0.035593859541169823 -0.023950805466033911 0.025961236464381393 0.010101789853813008 0.0015503298171097414 -0.031196271246742638 0.022946171430142031 0.018626986171044076 0.00025980259698042847 -0.036291573738984381 0.021282550965552219 -0.0069761049323554709 -0.0035664041377300318
leaf_weight=30 26 26 21 1637 25 22 20 21 30 20 383 21 85 27 21 31 49 31 38 27 47 26 21 23 56 141 29 20 29 138
leaf_count=30 26 26 21 1637 25 22 20 21 30 20 383 21 85 27 21 31 49 31 38 27 47 26 21 23 56 141 29 20 29 138
internal_value=0 -0.000156787 4.24728e-05 -0.000140845 -0.0141357 0.0105022 7.95458e-05 0.0127344 0.00628181 0.0124094 -0.00010061 0.0027431 -0.000564609 0.00785332 -0.000963428 -0.00367208 -0.00292609 -0.0156211 -0.00130372 -0.000105843 0.00152092 0.000275851 -0.0130811 0.0015756 0.00050707 0.00548093 -0.0032186 -0.00611702 -0.0216338 -0.000420967
internal_weight=0 3045 3019 2967 46 52 2921 41 76 50 2880 404 2476 112 2364 727 706 80 626 595 557 530 47 483 460 197 263 216 58 158
internal_count=3121 3045 3019 2967 46 52 2921 41 76 50 2880 404 2476 112 2364 727 706 80 626 595 557 530 47 483 460 197 263 216 58 158
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=31
num_cat=0
split_feature=41 41 41 124 39 2 123 42 133 128 3 43 52 3 52 12 132 43 1 43 160 3 160 0 2 13 52 160 52 123
split_gain=0.331015 0.718105 0.456707 0.440585 0.630508 1.14576 0.677825 0.595183 0.890578 0.623656 1.56708 0.5732 0.533539 2.33904 1.44931 1.72635 1.08192 1.17935 1.49041 2.88507 1.93495 1.42786 1.05984 0.985427 0.995606 1.21644 0.843264 0.793321 0.639203 0.637016
threshold=0.11677000000000001 0.10230000000000002 0.091290000000000024 0.08919500000000001 -0.0091949999999999983 0.12595500000000001 0.11021500000000002 -0.14148999999999998 0.087985000000000022 0.11170500000000001 -0.078584999999999988 -0.013024999999999998 0.10024500000000001 -0.14989499999999997 0.092965000000000006 0.092855000000000007 -0.083919999999999981 -0.011919999999999998 0.083135000000000014 0.0034250000000000005 -0.44404499999999997 0.149315 -0.54913999999999985 -0.10324499999999999 0.10097500000000002 -0.029529999999999997 0.092320000000000013 -0.24498999999999996 0.11008000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 11 12 -11 -6 14 -14 26 -16 -15 22 19 20 -19 27 -18 -24 28 -26 29 -20 -25 -9
right_child=-2 -3 -4 -5 6 -7 -8 9 -10 10 -12 -13 13 16 15 -17 17 18 21 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.028026641508437356 0.012512622436597235 -0.016634019262878261 0.014751931883039929 -0.0091719265946616918 0.020849277560288707 -0.005044247312471271 0.017841608388005713 -0.017549615763127805 -0.0062651780673435757 -0.032305029877239752 0.0038321559774755899 0.00352161954552035 -0.027681479747924544 0.019873442735684956 0.00086742015255074345 0.03659131747360031 0.018706323363585398 -0.014782984746021353 0.0016602284211496062 -0.0041474130082254611 -0.05771092901538525 -0.016232179882733719 -0.018301700507955893 0.013522607582094876 0.02841482146608609 0.00033581985367669 -0.019923649870768369 0.029178611191455275 -0.0042463833730689874 0.00038132216367921332
leaf_weight=22 21 26 21 52 42 20 21 20 35 21 28 35 36 23 31 24 32 21 22 84 21 23 28 23 27 36 21 20 169 2116
leaf_count=22 21 26 21 52 42 20 21 20 35 21 28 35 36 23 31 24 32 21 22 84 21 23 28 23 27 36 21 20 169 2116
internal_value=0 -8.4763e-05 5.52112e-05 -4.58799e-05 0.000112252 0.0122786 -6.04367e-05 -0.000188396 0.00696112 -0.000471745 -0.0116552 0.0129731 -0.000274413 -0.00301702 0.000426117 0.016456 -0.00133853 -0.00230271 -0.00850261 -0.0148473 -0.036247 0.00379626 0.00145659 -0.000493911 0.00146145 0.0123697 1.738e-05 0.0147642 -0.00211781 0.000213429
internal_weight=0 3100 3074 3053 3001 42 2959 2938 112 2826 49 77 2777 565 2212 55 529 506 191 126 42 65 315 283 255 63 2157 42 192 2136
internal_count=3121 3100 3074 3053 3001 42 2959 2938 112 2826 49 77 2777 565 2212 55 529 506 191 126 42 65 315 283 255 63 2157 42 192 2136
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=31
num_cat=0
split_feature=1177 13 149 457 151 49 1446 3 1 0 4 49 3 3 3 1 4 155 43 12 1 40 48 1 15 4 1 1 50 475
split_gain=0.32984 0.369308 0.686916 0.681601 0.881766 0.904598 1.94147 0.73005 0.935583 0.810126 1.97221 2.74474 1.78587 0.997045 0.826603 0.819359 1.97202 2.16465 1.1827 2.48395 3.63278 1.28483 1.84542 0.946757 1.11587 0.945064 0.757713 0.763392 2.18655 0.728036
threshold=-0.079504999999999978 -0.066634999999999986 0.099660000000000012 -0.09521499999999998 0.086470000000000005 -0.23803499999999997 0.11483500000000001 0.13524500000000003 0.13968000000000003 -0.16360999999999995 0.076415000000000025 -1.0000000180025095e-35 0.10299500000000002 0.088060000000000013 0.097915000000000016 0.095695000000000016 -0.14723499999999998 0.083555000000000004 -0.081779999999999978 0.096990000000000007 0.107145 -0.085774999999999976 0.086260000000000017 0.092390000000000014 -1.0000000180025095e-35 0.09173000000000002 0.091345000000000023 0.088770000000000016 0.089915000000000009 -0.087429999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 8 9 10 13 -12 15 -7 -15 23 17 -17 21 20 -20 -18 25 26 -25 -23 27 29 -29 -11
right_child=1 3 -4 4 -6 6 -8 -9 -10 12 11 -13 -14 14 -16 16 18 -19 19 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0091387955149492394 0.00077621658806320266 0.016736413077229544 0.019436123063787822 0.019537634007810129 -0.018675534684082559 0.011738209392875433 -0.028998401045799257 -0.016615834686873034 0.01430073385013313 -0.019586798967793584 -0.0010345313663559931 0.044487301131280577 -0.025860463660210373 -0.025291653037071229 0.0019836593046784405 0.036175491847097875 -0.021623645506799224 -0.0017347488136290282 -0.06538941108932099 -0.0040936675908016988 -0.013315127691807781 -0.016708188568785167 0.03045870389789343 0.031997366361320022 1.4908638938019673e-05 0.011355188278394053 -0.017995221342425795 0.035883056998930199 -0.0045766603557721658 -0.00028307348537636297
leaf_weight=39 1451 21 20 21 29 25 25 29 41 20 27 26 30 25 20 20 25 61 21 69 37 30 20 20 24 20 24 22 34 845
leaf_count=39 1451 21 20 21 29 25 25 29 41 20 27 26 30 25 20 20 25 61 21 69 37 30 20 20 24 20 24 22 34 845
internal_value=0 -0.000115643 0.00102992 -0.00116165 -0.00139804 -0.00107707 -0.00135818 -0.000902066 -0.000595404 -0.00101806 0.00674451 0.0212969 -0.0017403 -0.00427376 -0.0131693 -0.00118023 -0.00572993 0.0076258 -0.010603 -0.0169158 -0.0321696 -0.00216378 0.00478617 0.000213658 0.0145524 -0.00548284 -0.000453966 3.13543e-06 0.0113182 -0.000729402
internal_weight=0 3082 1471 1611 1590 1561 1540 1515 1486 1445 123 53 1322 70 45 1292 303 81 222 127 58 95 70 989 44 50 945 921 56 865
internal_count=3121 3082 1471 1611 1590 1561 1540 1515 1486 1445 123 53 1322 70 45 1292 303 81 222 127 58 95 70 989 44 50 945 921 56 865
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=31
num_cat=0
split_feature=4 1447 43 1447 1444 2 43 160 479 133 482 481 15 3 1416 1420 480 16 475 475 2 484 16 52 15 1455 483 51 2 2
split_gain=0.310729 0.371532 1.55174 1.25445 0.809261 0.64034 0.547893 0.398064 0.554217 0.546367 0.401379 0.387151 0.388917 0.606253 0.380381 1.28892 0.446511 0.556578 0.389316 1.19177 1.09163 0.422162 0.991907 0.734198 1.57706 0.83648 0.722161 0.627263 0.576856 0.526013
threshold=-0.58204499999999992 -0.086059999999999984 -0.04890499999999999 -0.085539999999999991 -0.081839999999999982 0.090545000000000014 -0.082389999999999977 -0.55697499999999989 0.098570000000000005 0.068115000000000023 0.11816500000000001 0.0051300000000000009 -0.56368999999999991 0.63141500000000017 1.0000000180025095e-35 -0.08341999999999998 -0.08342999999999999 -0.55248999999999981 -0.094164999999999985 -0.24431999999999998 0.10774000000000002 0.12364500000000002 -0.026164999999999997 0.5140450000000002 -0.0058549999999999991 0.11192500000000001 0.10761000000000003 -0.43587999999999999 0.11018500000000002 0.10981000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -3 -5 6 -2 -6 10 -10 11 12 -9 14 15 -14 -17 -18 19 20 -19 23 -23 25 -25 26 27 28 -20 -28
right_child=1 3 -4 4 7 -7 -8 8 9 -11 -12 -13 13 -15 -16 16 17 18 21 -21 -22 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.010886488339075677 -0.022050042347982527 -0.023384691823435867 0.021235348295602131 0.017975569009780885 0.013011320988121239 0.011966322992520873 -0.00082067920462108195 0.01328335161365214 -0.023573208134621382 -0.00019871641881763936 0.010459313338570711 0.012480473438821112 -0.022965641297399999 -0.017724549211561681 0.012027922652661801 0.014731285268935607 0.014895033304734776 0.010051479751172548 -9.1771911829710017e-05 0.02215961323430141 -0.021023768745362759 0.023752730137304123 -0.0045074308291077614 0.0019897748748290128 -0.034511524034896872 0.01886459698223255 -0.002581125772558153 -0.0007093904311986232 0.023926063124090433 -0.025516101708635688
leaf_weight=26 20 23 41 25 23 20 31 21 20 20 36 24 25 20 25 20 24 26 20 30 20 23 27 29 20 22 20 2400 20 20
leaf_count=26 20 23 41 25 23 20 31 21 20 20 36 24 25 20 25 20 24 26 20 30 20 23 27 29 20 22 20 2400 20 20
internal_value=0 9.14535e-05 0.00574584 -0.000120847 5.99198e-05 -0.00319881 -0.00914592 -9.26836e-05 -0.000196184 -0.011886 -3.33734e-05 -0.000166567 -0.000274507 -0.000376519 -0.000251308 -0.0003631 -0.000155432 -0.000265664 -0.000401583 0.00665331 -0.0034595 -0.000607724 0.00849224 -0.000786085 -0.0129087 -0.000548671 -0.000720885 -0.000502398 0.0119171 -0.0140486
internal_weight=0 3095 112 2983 2960 71 51 2935 2912 40 2872 2836 2812 2791 2771 2746 2721 2701 2677 76 46 2601 50 2551 49 2502 2480 2440 40 40
internal_count=3121 3095 112 2983 2960 71 51 2935 2912 40 2872 2836 2812 2791 2771 2746 2721 2701 2677 76 46 2601 50 2551 49 2502 2480 2440 40 40
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=31
num_cat=0
split_feature=482 160 1451 50 375 160 42 160 480 42 128 48 156 159 42 159 484 128 9 10 9 12 12 1 1 4 457 16 3 3
split_gain=0.298434 0.917812 0.716957 0.565632 0.500066 0.45528 2.95048 0.654158 0.538813 0.407872 0.716001 0.702541 0.733126 0.560904 0.72571 0.701167 3.93652 0.673159 0.683243 0.789482 0.700987 0.790119 0.936535 0.799073 1.0593 3.51644 1.49407 1.76857 1.26954 1.75291
threshold=-1.0000000180025095e-35 0.50657000000000008 0.089825000000000002 -0.47144999999999992 0.088915000000000008 -0.55248999999999981 0.087550000000000017 -0.54784999999999984 -0.095389999999999989 -0.093284999999999993 0.10979500000000002 0.084170000000000009 0.085050000000000014 0.091530000000000014 0.11387000000000001 0.087410000000000015 0.084750000000000006 0.11738000000000001 0.099965000000000012 -0.15367499999999998 -0.085744999999999988 -0.12529499999999996 -0.096104999999999982 0.14173500000000003 0.10797500000000002 -0.04890499999999999 0.045365000000000009 -0.5224049999999999 -0.017889999999999996 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -5 -7 -9 10 11 12 -10 15 -15 17 -17 18 19 -11 -21 -22 -23 24 -24 -26 27 -27 -29 -30
right_child=2 -3 -4 4 -6 7 -8 8 9 13 -12 -13 -14 14 -16 16 -18 -19 -20 20 21 22 23 -25 25 26 -28 28 29 -31
leaf_value=-0.023174664797261359 0.016768076216394548 0.0028910069114395551 0.018547171816628957 -0.03910294114612043 -0.015126203728670424 0.018188168108463288 0.010823458500591847 -0.016316266289213673 -0.0015683729097939521 0.01600803729146719 0.019034420279785993 0.01955657494476154 0.018116415895166851 0.0054547640139116652 -0.013068730497489807 0.011985203597162451 -0.045289831688361509 -0.016473137809393499 -0.016409837189488685 -0.013788719128474201 0.015267090242581839 -0.018493970832787456 -0.00064653821160121506 -0.01602381557947205 0.035237246141251587 0.023317476683280949 -0.024648057017475369 -0.0079147488916414266 0.03054401975311339 -0.0072917050216346983
leaf_weight=22 20 35 21 20 22 20 29 20 191 30 28 21 21 263 23 28 21 26 26 38 33 28 1869 31 36 38 20 92 25 24
leaf_count=22 20 35 21 20 22 20 29 20 191 30 28 21 21 263 23 28 21 26 26 38 33 28 1869 31 36 38 20 92 25 24
internal_value=0 -0.00716943 0.000133374 6.29866e-06 -0.000104596 5.52542e-06 -0.00955466 0.000164214 4.12677e-05 0.000153613 0.00392543 0.00210976 0.000381535 -0.000217735 0.00396511 -0.000723568 -0.0125612 -0.000473116 -0.000291456 -0.000106351 -0.000322749 -8.97308e-05 -0.000324024 -8.57291e-05 0.0001491 0.00647696 0.0012741 0.00417043 -0.000989768 0.0120122
internal_weight=0 57 3064 3043 3023 3001 49 2952 2932 2912 261 233 212 2651 286 2365 49 2316 2290 2264 2234 2196 2163 2135 2104 235 199 179 141 49
internal_count=3121 57 3064 3043 3023 3001 49 2952 2932 2912 261 233 212 2651 286 2365 49 2316 2290 2264 2234 2196 2163 2135 2104 235 199 179 141 49
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=31
num_cat=0
split_feature=1213 12 12 4 1213 1212 403 1213 1212 52 43 2 3 1 1446 402 160 3 16 160 3 159 2 3 1452 3 47 16 0 0
split_gain=0.308452 0.648895 0.952289 1.34612 0.583007 0.531211 0.527803 0.533546 1.13365 0.575221 0.644917 0.560295 2.16322 3.8179 1.78965 1.67359 1.25434 1.334 1.96765 1.29714 1.7612 1.24463 1.12373 3.71608 1.09266 0.938577 0.927602 0.892914 0.927806 2.17546
threshold=-0.082144999999999982 0.083785000000000012 0.085700000000000012 -0.082594999999999988 -0.080614999999999978 -0.15673499999999999 0.109085 0.12389500000000002 0.11534000000000001 0.090245000000000006 -0.011919999999999998 0.085730000000000015 -0.081574999999999995 0.07635500000000002 0.083715000000000026 0.091530000000000014 -0.094954999999999984 -0.0049599999999999991 -0.0083599999999999976 -0.065039999999999987 -0.013929999999999998 0.030370000000000005 0.086675000000000016 -0.086424999999999988 0.10391500000000002 -0.064674999999999983 0.09550500000000002 -0.54928499999999991 -0.13843999999999998 -0.14226499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6 7 8 11 10 -9 12 14 -14 -7 16 21 19 26 -18 25 -15 23 -13 27 -21 -19 -24 29 -29
right_child=4 2 -4 -5 5 6 -8 9 -10 -11 -12 22 13 15 -16 -17 17 18 -20 20 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.016045692261746704 -0.015845921418319146 0.0074046830955642063 0.0045612044356364229 -0.022822090765625677 -0.015006598011435321 0.0049961320069369045 0.012317815083352959 0.023821321654099007 -0.020491132871913061 -0.0071383866082344732 0.0040119805816738385 -0.049030787699545428 -0.037609649999067185 -0.0023612107950867268 0.03067548593891592 -0.028923010304570198 0.01750958807427775 -0.001506571700288491 0.03809670178064456 -0.0054939829585551525 -0.027623278833925725 -0.029508119856473058 0.016302783363338177 -0.0011459935935292866 0.01758020484703593 0.010579840584912084 0.023642109110951423 -0.0027918208328194518 -0.00024625120817656823 -0.026728410886393657
leaf_weight=34 24 26 210 34 24 423 34 27 28 21 42 21 30 57 29 20 33 55 24 107 27 24 29 71 32 55 20 243 1272 45
leaf_count=34 24 26 210 34 24 423 34 27 28 21 42 21 30 57 29 20 33 55 24 107 27 24 29 71 32 55 20 243 1272 45
internal_value=0 0.00302624 0.00138675 -0.00972382 -0.00032658 -0.000193224 -6.48309e-05 -0.000218765 -0.000476406 0.00735303 0.0117635 -0.000262263 0.00175193 -0.00313984 0.0066437 -0.000689383 0.000715275 0.00352126 0.0131748 -0.00078368 -0.00397774 -0.0104047 -0.00132521 -0.0120762 -0.000715037 -3.68206e-05 0.00519974 -0.00108347 -0.00140668 -0.00653191
internal_weight=0 304 270 60 2817 2793 2769 2735 2645 90 69 2617 904 452 452 422 402 321 99 222 189 81 1713 92 1621 162 75 1589 1560 288
internal_count=3121 304 270 60 2817 2793 2769 2735 2645 90 69 2617 904 452 452 422 402 321 99 222 189 81 1713 92 1621 162 75 1589 1560 288
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=31
num_cat=0
split_feature=1451 160 160 160 15 16 160 160 133 15 52 43 1455 1452 1452 51 51 48 157 0 15 48 52 39 13 47 15 42 51 51
split_gain=0.321788 0.87733 0.738251 0.641502 1.71807 0.895856 0.447669 0.806997 0.60723 0.617351 0.553263 1.23319 1.17946 0.509249 0.75245 0.485659 0.539044 0.641847 0.628915 0.62236 1.0507 0.695363 1.65637 1.4448 1.12813 2.30736 0.83959 0.7801 0.745903 2.17703
threshold=0.083235000000000017 0.060610000000000004 -0.55697499999999989 -0.53327999999999987 0.040760000000000005 -0.039889999999999988 -0.44404499999999997 -0.42113499999999993 0.087625000000000022 -0.0072999999999999992 0.51307000000000014 -0.041049999999999996 0.10450500000000001 0.089640000000000011 0.086765000000000023 0.31334500000000004 0.10614000000000001 0.13438000000000003 -0.14116499999999996 -0.23091999999999999 -0.055554999999999993 0.091475000000000015 -0.28430999999999995 0.094095000000000026 -0.0095349999999999983 0.097480000000000011 -0.083359999999999976 0.086035000000000014 -0.085534999999999986 -0.090529999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 8 -8 9 -5 12 -12 13 14 15 16 18 -18 -9 20 -20 28 -23 24 26 -26 27 -24 29 -21
right_child=1 -3 3 6 5 -7 7 10 -10 -11 11 -13 -14 -15 -16 -17 17 -19 19 21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.015004703974012623 -0.024152560033835473 0.0030722906877254617 -0.031814586055343562 0.0044790504800696525 -0.012814233154058458 0.016758148301215397 -0.018288860547666749 -0.012132025379308521 -0.0042509992831739887 0.026102168484509965 0.0011852493358624949 -0.029635072331875564 0.019720345819669388 -0.014101752862334253 0.017505073077976704 -0.014085537288337946 0.0093892388744279756 -0.0065642520756227897 -0.022001737948845735 0.00069175389601397019 0.0043353277739827589 -0.015779757234409001 -0.0063465086568612605 -0.012688577725905285 0.039046905163143367 -0.0022816040087491273 0.020208873879164459 0.010498864779531557 -0.0010888468730212493 0.022818040137644859
leaf_weight=33 20 29 23 31 20 21 24 43 29 23 37 20 31 25 25 24 119 32 33 307 28 33 54 29 35 22 34 56 1829 52
leaf_count=33 20 29 23 31 20 21 24 43 29 23 37 20 31 25 25 24 119 32 33 307 28 33 54 29 35 22 34 56 1829 52
internal_value=0 -0.00803989 0.00012824 -3.33006e-05 -0.00993905 0.0023326 0.000179798 -2.80163e-05 0.00742074 0.0136889 0.000124794 -0.0096289 0.000322574 0.000106268 0.000235198 7.70488e-05 0.000202659 0.00600837 -0.000140457 6.48128e-05 -0.00991259 0.000313128 0.00517138 0.00817741 0.0111879 0.0230956 0.00647449 0.00222932 -0.000270838 0.00389668
internal_weight=0 49 3072 3039 64 41 2975 2892 83 54 2868 57 2811 2780 2755 2730 2706 151 2555 2512 61 2451 263 230 201 57 144 110 2188 359
internal_count=3121 49 3072 3039 64 41 2975 2892 83 54 2868 57 2811 2780 2755 2730 2706 151 2555 2512 61 2451 263 230 201 57 144 110 2188 359
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=31
num_cat=0
split_feature=1212 12 403 1213 402 1210 1213 12 43 1212 1210 1213 1212 403 132 402 4 403 43 43 15 132 50 3 2 484 0 15 42 12
split_gain=0.321523 0.906283 1.5698 1.56931 0.442706 0.741115 0.460161 1.50516 0.917603 0.57889 0.530117 0.93734 0.439279 1.54503 0.61768 0.666493 1.27226 1.25607 0.815692 0.715454 1.15062 0.731983 0.576124 1.63242 3.03345 1.83805 1.4996 1.24395 1.07757 1.08798
threshold=-0.075499999999999998 0.08598500000000002 -0.0038999999999999994 -0.059794999999999994 0.2506000000000001 -0.15347999999999998 -0.12077499999999998 0.089505000000000015 -0.0061399999999999988 0.13613500000000003 -0.087769999999999973 -0.088419999999999985 0.11387000000000001 -0.070544999999999983 -0.43443999999999999 0.095250000000000015 -0.58204499999999992 -0.22642499999999996 0.41889000000000004 0.28064000000000006 -1.0000000180025095e-35 -0.12636499999999998 1.0000000180025095e-35 -0.0037349999999999996 0.091545000000000015 -0.051889999999999999 -0.060129999999999996 -0.089964999999999976 -0.021469999999999996 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 7 8 -7 10 -8 -12 14 -14 -13 16 -16 -17 19 21 -21 -18 -23 26 -25 -26 27 -24 29 -29
right_child=4 3 -4 -5 -6 6 9 -9 -10 -11 11 12 13 -15 15 17 18 -19 -20 20 -22 22 23 24 25 -27 -28 28 -30 -31
leaf_value=0.037277861083857715 0.018141366228122603 0.0065993742365390061 -0.00030966873839497567 -0.018170838377305442 -0.014714909123168106 -0.0045656411231241442 -0.014182748204028164 0.01407892513088882 -0.033447889196263118 0.013963206022463995 0.020944365783638896 -0.015744731748476626 -0.03084920951863751 0.0061204553832514934 -0.022712386190891266 0.03047228718176484 0.017759789378665711 0.0024536894295306413 0.014902826165780425 -0.023966957573429683 0.0040638278053073146 -0.00090635922035456644 0.013761224547077134 -0.043883565431460742 0.02483420220780231 -0.013010809128172696 0.026325110510515518 -0.0021118482562566278 -0.003840319632132726 0.021375880082614901
leaf_weight=20 22 95 25 35 21 22 27 20 22 29 21 25 20 26 25 20 23 80 36 32 27 1983 92 20 21 33 32 38 188 41
leaf_count=20 22 95 25 35 21 22 27 20 22 29 21 25 20 26 25 20 23 80 36 32 27 1983 92 20 21 33 32 38 188 41
internal_value=0 0.00416444 0.0163959 -6.95292e-05 -0.000247378 -0.000143509 -0.000282078 -0.00866749 -0.0190068 -9.30449e-05 -0.000238109 -0.000102822 -0.000262848 -0.00995331 -9.87233e-05 4.66316e-05 -0.000262545 0.00805741 -4.38213e-05 -0.000256501 -0.0111393 3.34764e-06 -0.000163482 0.00300453 -0.010615 0.0017067 0.00558214 0.00373319 0.000277831 0.010078
internal_weight=0 175 45 130 2946 2925 2903 64 44 2839 2810 2783 2762 46 2716 2691 2591 100 2566 2530 59 2471 2448 465 74 54 391 359 267 79
internal_count=3121 175 45 130 2946 2925 2903 64 44 2839 2810 2783 2762 46 2716 2691 2591 100 2566 2530 59 2471 2448 465 74 54 391 359 267 79
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=31
num_cat=0
split_feature=151 49 150 4 0 151 16 1375 1375 48 1452 13 13 12 4 2 10 42 1 40 0 1 43 1 52 2 47 47 47 15
split_gain=0.313432 1.88368 2.1071 1.5 1.04123 0.669178 1.4484 0.620983 0.466683 0.532951 0.552859 0.408019 1.09812 1.06991 0.954923 1.22675 0.85563 1.10066 1.02701 0.708389 0.87744 0.814792 0.773064 0.645883 0.639845 1.1201 0.989807 1.68357 1.66652 1.04199
threshold=0.084350000000000008 -0.066019999999999981 0.081835000000000019 -0.58204499999999992 -0.14649999999999996 0.0039000000000000003 -0.095094999999999985 -0.24467499999999998 0.097315000000000026 0.16042500000000001 0.11815000000000002 -0.39067499999999994 -0.17933499999999997 0.095110000000000014 0.076415000000000025 0.11448000000000001 -0.092019999999999977 0.095185000000000006 0.14804000000000003 0.0064400000000000004 0.16094000000000003 0.10658000000000002 -0.53814999999999991 0.14000500000000002 1.0000000180025095e-35 0.14530500000000005 0.094825000000000007 0.083875000000000019 0.097970000000000015 -0.091964999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -3 7 -7 -5 9 10 11 13 -13 14 15 -9 17 -14 19 20 22 -21 -18 -16 25 26 27 29 -28 -24
right_child=1 4 -4 5 -6 6 -8 8 -10 -11 -12 12 16 -15 23 -17 18 -19 -20 21 -22 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.026830302959396726 -0.0058413982003306351 -0.02645930564031005 0.032203878834843637 0.017741886731237173 0.0019985427368535767 0.0056487598689273005 -0.02909313571096088 0.037894629864465623 0.013146813286261428 0.016205888800323011 -0.015616694951187012 -0.018724345648661257 -0.031238291002810004 -0.015739943711087109 -0.012908087095076388 0.0063813693200548485 0.016472473554313184 -0.00052306460482733584 0.020323113240301612 -0.027532311687245965 0.01567083149889691 0.0003559722226451744 -0.0079098666532437124 0.0090816532097318589 0.0016167468690809772 0.019808782935918621 -0.035586763386215484 0.018663151537822116 -0.0054185671199412722 -0.00031340691070978202
leaf_weight=21 24 20 37 20 36 24 24 21 27 20 23 32 20 20 22 30 28 28 25 20 36 22 221 34 1069 24 21 42 143 987
leaf_count=21 24 20 37 20 36 24 24 21 27 20 23 32 20 20 22 30 28 28 25 20 36 22 221 34 1069 24 21 42 143 987
internal_value=0 0.00507788 0.0172352 -0.000197773 -0.00816497 -1.02833e-05 -0.0117222 0.000181257 6.07726e-05 -6.15692e-05 -0.00017501 -5.01742e-05 -0.000309041 0.00548998 0.00945819 0.0193574 -8.96479e-05 -0.0133211 0.000151106 -4.18907e-05 0.000168555 -0.0129242 -5.15958e-05 0.000442827 -0.000236149 -0.00161358 -0.00197718 -0.00101885 -0.00928157 -0.00170316
internal_weight=0 117 61 3004 56 2983 48 2935 2915 2888 2868 2845 2718 127 107 51 2686 48 2638 2613 2571 42 2535 56 2507 1438 1414 1250 164 1208
internal_count=3121 117 61 3004 56 2983 48 2935 2915 2888 2868 2845 2718 127 107 51 2686 48 2638 2613 2571 42 2535 56 2507 1438 1414 1250 164 1208
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=31
num_cat=0
split_feature=1130 41 47 45 41 133 132 133 12 132 3 44 1446 1446 48 48 42 483 9 41 12 43 1 39 13 43 34 2 43 3
split_gain=0.327886 0.306951 0.48759 0.627659 0.481091 0.444957 1.04989 0.823471 0.532586 0.505323 0.481164 0.428932 0.601364 1.00982 0.615978 1.29073 0.959934 0.845044 0.813745 0.980336 1.0731 1.07019 0.718078 1.57745 0.995734 1.76765 0.938134 0.90918 0.861091 0.816604
threshold=1.0000000180025095e-35 0.11677000000000001 0.14174500000000004 0.10526500000000001 0.10230000000000002 -0.44023999999999991 -0.020824999999999996 -0.37971999999999995 0.09474500000000001 0.15255000000000002 -0.080734999999999987 0.083555000000000018 0.11951500000000001 0.11483500000000001 0.083685000000000009 0.085130000000000025 -1.0000000180025095e-35 0.10166000000000001 -0.084244999999999987 0.075585000000000013 0.085325000000000012 -0.15323999999999996 0.13408500000000004 0.10031500000000002 -0.13710499999999998 -0.072864999999999985 -0.021334999999999996 -0.0091949999999999983 -0.51144999999999985 0.14121000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -7 -1 11 -8 12 13 14 18 -16 -17 -18 -9 22 -21 -22 23 26 -24 -26 -20 -28 -29 -30
right_child=-2 -3 -4 -5 -6 7 10 9 -10 -11 -12 -13 -14 -15 15 16 17 -19 19 20 21 -23 24 -25 25 -27 27 28 29 -31
leaf_value=-0.017387411866802722 0.012762924134731294 0.011966630177838463 -0.014073195703327657 0.016057423269376158 -0.013993014082312584 -0.015771484661244735 0.0080101971801083815 -0.015432666097250251 0.0039785036950239112 -0.013249931092663059 0.026246887372563716 -0.013890989023176106 0.017405062222387642 -0.021843212612328078 0.028285882477648558 0.013812319699227664 -0.00052254201164224042 0.020566797051578763 0.020253086959322295 0.021106134529691192 -0.016460605287416417 0.01550096451304853 -0.004067515646844792 -0.022814348746429791 -0.0013788565674878878 0.030867019624394532 -0.018271097345277668 0.018095580119794855 -0.0012326154498667364 0.014633559338593236
leaf_weight=20 20 21 25 24 25 34 39 36 28 29 23 22 20 21 20 63 380 20 21 44 22 20 48 33 34 34 30 24 1908 33
leaf_count=20 20 21 25 24 25 34 39 36 28 29 23 22 20 21 20 63 380 20 21 44 22 20 48 33 34 34 30 24 1908 33
internal_value=0 -8.23149e-05 -0.000164467 -5.06474e-05 -0.000178194 -6.33002e-05 0.00617933 -0.000300417 -0.00492396 -0.000116623 0.0147754 1.78157e-05 0.000126672 2.85651e-06 0.000168477 0.00341338 0.00233898 0.000531925 -0.000516827 -0.00027828 0.0101925 -0.00124081 -0.00069421 -0.00112754 0.00695997 0.0147441 -0.000772543 -0.000993866 -0.000730091 -0.000962866
internal_weight=0 3101 3080 3055 3031 3006 110 2896 48 2862 62 2833 2811 2791 2770 483 463 400 2287 2251 86 42 2165 2049 116 68 2016 1995 1965 1941
internal_count=3121 3101 3080 3055 3031 3006 110 2896 48 2862 62 2833 2811 2791 2770 483 463 400 2287 2251 86 42 2165 2049 116 68 2016 1995 1965 1941
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=31
num_cat=0
split_feature=38 11 38 12 0 8 8 393 403 0 0 447 147 0 40 11 484 15 15 49 0 1 1 150 15 1177 473 3 0 51
split_gain=0.328706 0.570953 0.682107 0.635703 0.523634 0.569855 0.626052 0.467564 0.65371 0.477316 2.07792 0.984033 1.66772 1.0731 1.85009 1.24822 1.45011 2.26688 1.7601 1.20771 1.55057 1.13028 3.8915 0.70238 0.668536 0.658362 0.620961 0.616943 2.31786 1.67306
threshold=0.10657000000000001 -0.072629999999999986 0.084835000000000008 -0.12529499999999996 0.18019500000000002 0.089885000000000007 1.0000000180025095e-35 0.10358500000000001 -0.084964999999999985 -0.14226499999999997 -0.14051499999999997 0.090660000000000018 1.0000000180025095e-35 -0.15090499999999998 -0.047054999999999993 0.085155000000000022 -0.073334999999999984 -0.076244999999999993 0.087685000000000013 -0.0087849999999999977 -0.23811499999999999 0.10171500000000001 0.080270000000000022 -0.050224999999999992 -0.040804999999999994 -0.079504999999999978 -0.072684999999999986 -0.15447499999999995 0.062580000000000011 0.078435000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 9 -9 11 -11 12 13 14 -5 16 -16 19 -19 -18 -21 22 -15 24 -12 -25 -27 28 29 -28
right_child=-2 2 -4 4 -6 -7 -8 8 -10 10 23 -13 -14 21 15 -17 17 18 -20 20 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.01694734064396471 0.0099274749726508613 0.012977675640171297 -0.018403646177612247 -0.028379967324435713 0.013334709906886365 -0.014907735901383255 0.015119395543027809 -0.0025777748129753907 0.016545823146738352 -0.030138378334231677 0.0021130847437988696 0.023587851434289903 -0.017940434523380216 -0.0022208385945608217 -0.017881825473159554 -0.015741125783616944 -0.012486616637859797 0.046661951027810573 0.0087487154019375638 -0.0039661737089907679 0.032770347651094205 0.0010349459816805192 0.057505307719111443 0.013183053946969184 0.023413920499708342 0.014965835244705281 -0.0085281451387951776 -0.00084128054145113308 0.0031269442262675837 -0.04768981140106917
leaf_weight=20 33 38 20 20 29 26 27 33 39 24 41 22 38 24 20 28 37 25 24 27 20 36 20 33 23 24 24 2258 68 20
leaf_count=20 33 38 20 20 29 26 27 33 39 24 41 22 38 24 20 28 37 25 24 27 20 36 20 33 23 24 24 2258 68 20
internal_value=0 -0.00010609 3.69627e-06 0.000124479 -3.77869e-05 -0.000167878 -3.81875e-05 -0.00017796 0.00778084 -0.000378602 -0.00085463 0.00313228 0.00172155 0.00438046 0.000481821 0.00367097 0.00722351 0.0109987 0.0280922 0.00102756 0.0116664 0.0141758 0.0249274 -0.00057249 0.00976807 -0.000845171 -0.00103854 -0.00120061 -0.008445 -0.0263289
internal_weight=0 3088 3068 3048 3010 2981 2955 2928 72 2856 2515 341 319 281 201 181 153 133 49 84 47 80 44 2491 64 2427 2394 2370 112 44
internal_count=3121 3088 3068 3048 3010 2981 2955 2928 72 2856 2515 341 319 281 201 181 153 133 49 84 47 80 44 2491 64 2427 2394 2370 112 44
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=31
num_cat=0
split_feature=1426 16 16 14 3 0 4 48 3 12 16 4 133 2 13 52 3 0 3 4 4 150 148 147 3 1 3 49 49 3
split_gain=0.302728 0.425797 2.66433 0.669842 0.691406 0.675248 1.02753 1.7536 1.06162 0.942458 1.47177 0.752618 1.52942 1.54229 0.624852 2.04429 1.35978 1.26383 1.17026 0.795032 0.788509 0.779744 0.695369 0.699815 1.18476 3.08335 0.856559 1.84561 1.60898 1.09499
threshold=-0.10090499999999998 0.24134000000000003 0.25792000000000009 0.091685000000000016 -0.52915999999999996 0.16094000000000003 -0.39518999999999993 0.083685000000000009 -0.20241999999999996 -0.12529499999999996 -0.45661999999999997 -0.14098499999999997 0.085760000000000017 0.084985000000000019 -0.117405 0.084735000000000019 -0.14989499999999997 -0.14116499999999996 -0.13309499999999996 0.24564500000000003 0.042705000000000007 0.08926000000000002 0.093475000000000016 0.095485000000000014 0.11296500000000002 0.11249000000000002 0.076840000000000006 -0.0087849999999999977 -0.070909999999999987 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 -6 -8 10 -10 12 13 -11 15 16 -13 -18 20 21 -16 -19 23 24 26 -26 29 28 -28 -20
right_child=1 2 -4 -5 5 -7 8 -9 9 11 -12 14 -14 -15 18 -17 17 19 22 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.011966038034075782 0.017472039033537327 -0.035420733271166682 -0.0010686183371520026 0.015489301149701252 -8.9177313659872344e-05 -0.015977474542048117 -0.017371735402515957 0.036463183554865067 -0.0048733318748418247 -0.038328773071142762 0.023593285430078617 -0.024965449329465629 0.0095205224228694166 -0.0070806215068192364 0.0024510921019827948 -0.03346962862364624 0.026105476273223762 0.015085790585020954 0.00049483002625043718 -0.014939171423514683 0.029600395958708683 -0.0088997316182307575 -0.018247832208871842 0.017118307515978815 -0.040484149385398877 0.010753672181264214 0.013811466028844869 0.02847328027162482 -0.023610511571168901 -0.020996100517610708
leaf_weight=21 23 24 381 29 35 26 35 21 32 22 42 20 34 56 20 23 20 33 1951 30 23 23 20 25 24 23 27 34 20 24
leaf_count=21 23 24 381 29 35 26 35 21 32 22 42 20 34 56 20 23 20 33 1951 30 23 23 20 25 24 23 27 34 20 24
internal_value=0 -8.10602e-05 -0.0031043 0.000373267 0.000208839 5.86106e-05 0.00021793 0.013618 -7.50814e-05 0.000164579 0.0112834 -0.00017098 -0.00817902 -0.0158942 0.00021231 -0.00605395 -0.0010495 0.00346294 0.00063845 -0.00180277 0.0169728 0.00523459 0.000311459 0.000485888 0.000288166 -0.0154103 0.000647032 0.0107258 -0.00211278 0.000233674
internal_weight=0 3100 405 2695 2666 2643 2617 56 2561 2526 74 2452 112 78 2340 149 126 106 2191 86 43 56 2148 2128 2103 47 2056 81 47 1975
internal_count=3121 3100 405 2695 2666 2643 2617 56 2561 2526 74 2452 112 78 2340 149 126 106 2191 86 43 56 2148 2128 2103 47 2056 81 47 1975
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=31
num_cat=0
split_feature=13 16 51 12 1429 14 1 51 2 457 51 2 2 3 12 12 4 483 52 1429 484 2 0 2 43 0 13 42 52 4
split_gain=0.287593 0.703371 0.712715 0.760999 0.617153 0.654665 0.969585 0.727318 0.754459 0.748354 1.2183 1.76371 0.893799 0.846877 0.795538 2.04546 1.68855 1.02748 1.17315 1.24476 1.27192 1.34546 0.991237 0.954527 1.26445 0.938178 1.00808 0.902335 0.840063 0.801881
threshold=-0.066634999999999986 0.51747500000000002 -0.15042499999999998 0.09334000000000002 0.094630000000000006 -0.36617499999999997 0.14804000000000003 0.094075000000000006 -0.15339499999999998 0.041220000000000007 0.078435000000000019 0.088555000000000009 0.090175000000000019 -0.086424999999999988 0.083785000000000012 0.083935000000000023 -0.016959999999999999 -0.090599999999999986 -0.0080349999999999987 -1.0000000180025095e-35 -0.0076649999999999991 0.085155000000000022 -0.082619999999999985 0.10276500000000001 0.035560000000000008 -0.063634999999999983 -0.069964999999999986 0.085730000000000015 0.047850000000000011 -0.0019149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 8 -7 10 14 -12 13 -11 16 -16 27 22 19 -19 21 -21 -17 24 -18 26 -20 -10 -25 -22
right_child=-2 -3 4 -5 -6 6 -8 -9 9 12 11 -13 -14 -15 15 17 23 18 25 20 29 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.025205829486250875 -0.00090753827196780532 -0.015615135073661805 0.015734670283272863 0.0030696780398124603 -0.01361653103878529 0.019626467786729336 -0.016399164294125513 0.0078690015535469952 0.0097766999747942798 -0.012126950480043889 0.0043226394979726706 -0.035360341891646385 0.024326070448240408 0.010921323335920038 -0.032207772435088246 0.030563595071434975 -0.001222569942233506 0.011116517816895042 0.00095855026844550266 -0.044682789409998806 -0.00082220124928385349 -0.011619362299097703 0.0016253060018964881 -0.020515805099046592 0.026486080026497012 -0.017188596442617752 0.022396999111642009 0.035578917545954818 0.0047113890844312587 -0.019727036518355209
leaf_weight=25 1648 25 30 41 29 20 32 146 33 25 21 24 26 44 21 20 58 29 473 20 89 32 29 33 23 27 23 23 22 30
leaf_count=25 1648 25 30 41 29 20 32 146 33 25 21 24 26 44 21 20 58 29 473 20 89 32 29 33 23 27 23 23 22 30
internal_value=0 0.00101536 0.00130249 0.0114546 0.000817655 0.00112703 0.000795796 0.00122201 0.000374443 3.21847e-05 -0.000751101 -0.0168416 0.00852466 0.0025705 -1.60017e-05 -0.00141439 0.00575961 -0.000576742 -0.00152649 -0.00804042 -0.0112893 -0.0243361 0.0134369 -0.00025809 0.00664532 0.000964499 0.00195267 0.020374 -0.0104249 -0.00558813
internal_weight=0 1473 1448 66 1382 1353 1323 1291 1145 1125 1030 45 95 69 985 793 192 772 723 200 171 52 49 136 81 523 496 56 55 119
internal_count=3121 1473 1448 66 1382 1353 1323 1291 1145 1125 1030 45 95 69 985 793 192 772 723 200 171 52 49 136 81 523 496 56 55 119
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=31
num_cat=0
split_feature=480 479 479 1444 4 479 38 11 38 43 0 13 1 0 16 4 0 0 159 160 2 0 3 3 49 0 15 447 1 4
split_gain=0.298261 0.588941 0.935732 0.489513 0.447211 0.49846 0.364799 0.557574 0.599619 0.541643 0.462894 0.490328 0.901598 1.85096 0.620272 0.507322 0.610831 1.83413 1.183 1.18175 1.37891 1.47294 2.11802 1.72174 1.02216 1.0325 0.979779 0.878923 0.777688 1.05671
threshold=0.13177000000000003 0.10713500000000002 0.097110000000000016 -0.083894999999999983 -0.58204499999999992 0.078750000000000014 0.10657000000000001 -0.072629999999999986 0.084835000000000008 -0.53814999999999991 0.18019500000000002 0.17001000000000002 0.12456000000000002 -0.085804999999999979 -0.080344999999999986 0.62931500000000018 -0.14226499999999997 -0.14051499999999997 0.14765500000000001 -0.014869999999999998 0.086100000000000024 -0.21861499999999998 0.097915000000000016 0.0022600000000000003 0.036705000000000008 -0.15090499999999998 -0.068899999999999975 0.092655000000000015 0.103565 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 9 -9 11 15 13 -13 -15 16 19 -18 27 28 -21 22 -22 24 25 -23 -24 -19 29 -11
right_child=-2 -3 -4 4 5 -7 -8 8 -10 10 -12 12 -14 14 -16 -17 17 18 -20 20 21 23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.012843160819390726 -0.012172715445049108 0.014021766747658452 -0.021094325007427306 0.013530575960874558 -0.016780849117785695 0.013380101256604708 0.010594185507943622 0.013933402446231672 -0.017282299590297045 -0.0011433615535497664 0.012527253273232231 -0.034406599834561347 0.0086266486792855208 -0.011851272091735155 0.0067191828308360915 0.012833739814138221 -0.028667207321395046 -0.00031061881742556834 0.022789794257418675 0.029053538306443777 -0.028612275650868046 -0.00080460144493442313 0.01796222303903872 0.037046212257574436 -0.0094405125227889838 0.026217278742021129 -0.0071796867926041744 -0.019546377208704752 0.0094500569981478526 -0.029997514160773293
leaf_weight=29 20 30 21 25 20 28 32 28 20 30 29 25 31 37 35 31 23 2315 22 27 26 26 31 23 28 31 31 24 21 22
leaf_count=29 20 30 21 25 20 28 32 28 20 30 29 25 31 37 35 31 23 2315 22 27 26 26 31 23 28 31 31 24 21 22
internal_value=0 7.85083e-05 -5.77006e-05 8.71417e-05 0.000211266 0.000100123 -2.51595e-05 -0.000140902 -2.67731e-05 9.23949e-05 -4.27335e-05 -0.000171134 -0.00621925 -0.0109638 -0.00282397 0.000114428 -3.26983e-05 -0.000564667 -0.000290902 0.00425181 0.00786695 0.00494839 -0.00465523 0.0127736 0.00620567 0.0138915 0.00539127 -0.000507993 -0.00679171 -0.0133509
internal_weight=0 3101 3071 3050 3021 2996 2968 2936 2916 2896 2868 2839 128 97 72 2711 2680 2384 2361 296 223 196 88 108 85 57 62 2339 73 52
internal_count=3121 3101 3071 3050 3021 2996 2968 2936 2916 2896 2868 2839 128 97 72 2711 2680 2384 2361 296 223 196 88 108 85 57 62 2339 73 52
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=31
num_cat=0
split_feature=3 16 133 160 132 400 1446 1446 1186 394 1375 3 43 52 13 0 16 49 1 15 12 1 0 4 43 49 43 0 39 52
split_gain=0.277171 0.291303 0.965934 0.931234 0.853323 1.07324 0.816334 0.822828 0.810518 0.988897 0.796091 0.77705 1.40706 1.41656 1.09485 1.31664 1.2926 1.96444 1.17046 1.23859 1.15931 1.41252 1.11738 0.986316 0.864415 0.761958 1.07787 0.737734 0.724027 0.717286
threshold=0.63141500000000017 -0.08231999999999999 -0.46007999999999999 -0.55323499999999981 -0.083174999999999985 -0.077004999999999976 0.111445 0.11688500000000002 0.084720000000000004 -0.083324999999999982 -0.096099999999999977 -0.091354999999999978 0.070450000000000013 0.070205000000000017 -0.0065549999999999992 -0.081094999999999987 -0.5224049999999999 -0.0087849999999999977 0.08844500000000001 -0.42198999999999992 -0.081419999999999979 0.091785000000000019 -0.26343999999999995 0.15285000000000001 -0.090869999999999992 0.089215000000000017 0.035560000000000008 -0.083674999999999986 0.096625000000000016 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 27 -6 8 -8 9 -5 -7 25 14 23 15 24 22 -18 -19 -20 -17 -22 -16 -14 -13 26 -12 29 -26 -4
right_child=-2 3 4 6 5 10 7 -9 -10 -11 11 12 13 -15 16 20 17 18 19 -21 21 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.015246446104477705 -0.010937138371493507 -0.019827560245990753 -0.010963621612172575 -0.02036751602561428 -0.018127503391588109 0.017103274592331477 0.028042510596569627 0.00057873073965311053 0.014147406614695988 -0.00072806959554420209 0.0043870937996613448 -0.02042793746571988 0.01109665408730507 -0.036871749105020647 -0.0075864269308602589 0.029654205802442702 -0.03759942580759526 -0.015766446016452933 -0.010317924742897352 0.024454187080264093 0.020337852327934197 -0.010100471998254458 0.022672146493973939 -0.018971990842449792 0.0021217597984785823 -0.012572738146409393 0.025959996479962555 0.026422438001082765 -0.01379487555203659 0.011381120781651606
leaf_weight=48 23 25 20 26 32 28 20 24 36 1844 134 20 20 21 26 29 25 54 21 20 31 30 23 24 366 20 28 21 31 51
leaf_count=48 23 25 20 26 32 28 20 24 36 1844 134 20 20 21 26 29 25 54 21 20 31 30 23 24 366 20 28 21 31 51
internal_value=0 8.11989e-05 0.00136715 -0.000650004 0.000747426 -0.000114499 -0.000404138 0.0130623 -0.00071501 -0.00100113 0.000491616 -1.23125e-05 -0.00145028 -0.0155031 -9.90514e-05 0.00222445 -0.00706955 -0.0126581 -0.00609453 0.00664408 0.0131937 0.00536818 0.00661658 -0.00530442 -0.000143012 0.00584228 0.00811574 0.00995691 0.000878899 0.00508683
internal_weight=0 3098 1123 1975 1075 983 1950 44 1906 1870 951 923 741 65 676 507 169 120 95 41 90 61 49 44 417 182 162 92 397 71
internal_count=3121 3098 1123 1975 1075 983 1950 44 1906 1870 951 923 741 65 676 507 169 120 95 41 90 61 49 44 417 182 162 92 397 71
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=31
num_cat=0
split_feature=50 16 133 4 159 50 50 1446 1419 482 471 16 16 49 1 16 16 0 4 0 1 11 4 2 11 15 155 16 474 12
split_gain=0.280901 0.878222 1.31438 1.94577 0.753962 0.826309 0.722232 0.510909 0.553294 0.579143 0.630091 0.560683 1.4599 2.2599 1.58046 1.46865 1.28839 1.15453 1.50763 0.838826 0.82218 0.824577 1.553 2.94756 1.37963 1.41745 0.821851 0.760057 0.96739 1.4284
threshold=0.11875500000000001 -0.040964999999999994 0.039215000000000007 -0.013514999999999998 -0.081299999999999997 0.14548500000000003 0.11700000000000001 0.11655500000000001 0.089400000000000021 0.11816500000000001 0.089440000000000006 0.19444000000000003 0.38525000000000004 0.082865000000000008 0.083835000000000007 0.25792000000000009 0.15273500000000004 0.18019500000000002 -0.39518999999999993 0.041630000000000007 0.15618500000000002 0.078065000000000009 -0.14098499999999997 0.09580000000000001 0.085155000000000022 -0.097454999999999986 0.099270000000000011 0.0047850000000000011 0.088510000000000019 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -3 7 8 9 10 11 16 13 14 15 -13 17 18 -1 -16 21 22 23 -20 -23 -26 27 -24 29 -29
right_child=1 4 -4 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 19 -17 -18 -19 20 -21 -22 24 26 -25 25 -27 -28 28 -30 -31
leaf_value=0.023561284212129458 -0.044667603303678333 0.027136876354260105 0.0034561139986746844 -0.0067708689586392472 -0.0089519532173872006 -0.00029932638306332671 0.016512001236831702 -0.013874096394731448 0.010634867556393146 0.014082684419278442 -0.014299644947412513 -0.039237588555330327 0.00057031550298162397 -0.041706107412888244 -0.0052850684151053429 -0.0022655793889002364 0.016998115712974934 -0.022018142340137908 -0.03383077675023595 0.020422775844450704 0.017563695164345621 0.024898725232175952 0.00082078417451319694 0.011166881222743542 0.012120852657617668 -0.018382098861038684 -0.020117353703826668 -0.03502342187400375 0.004396230656782101 -0.0061481240696163592
leaf_weight=28 20 21 45 42 25 23 27 26 50 29 31 21 267 22 30 22 47 23 37 22 27 35 1921 24 39 25 20 21 58 93
leaf_count=28 20 21 45 42 25 23 27 26 50 29 31 21 267 22 30 22 47 23 37 22 27 35 1921 24 39 25 20 21 58 93
internal_value=0 -0.00388075 -0.0095533 -0.0189956 0.00491581 0.0127952 0.000231923 8.12845e-05 0.000206748 2.32834e-05 -0.000121659 3.63273e-05 -0.00351131 -0.0128258 -0.00613772 -0.0203217 0.000604423 0.000276688 0.000496955 0.00559133 0.000216172 1.01082e-05 -0.000396339 -0.0161268 0.00893552 0.000205637 5.7782e-05 0.000250569 -0.00611794 -0.0114673
internal_weight=0 176 107 62 69 44 2945 2918 2892 2842 2813 2782 384 117 95 43 2398 2351 2328 52 2300 2273 2174 61 99 64 2113 2093 172 114
internal_count=3121 176 107 62 69 44 2945 2918 2892 2842 2813 2782 384 117 95 43 2398 2351 2328 52 2300 2273 2174 61 99 64 2113 2093 172 114
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=31
num_cat=0
split_feature=1426 1426 474 1348 147 0 2 2 4 3 15 4 1373 1373 457 49 38 11 3 3 0 0 14 1446 49 49 4 4 2 13
split_gain=0.275431 0.402811 0.355408 0.441766 0.618788 0.430378 2.14438 1.0908 1.24582 1.27921 0.982571 0.640012 0.591533 0.780101 0.552803 0.673719 0.5301 0.497416 0.569241 1.78948 0.942851 2.2638 1.14859 0.652089 0.581584 0.72545 0.617216 1.12983 2.01506 1.00697
threshold=-0.10090499999999998 -0.061919999999999996 0.11454000000000002 0.091105000000000005 0.10479500000000001 -0.17169499999999996 0.086100000000000024 0.09678500000000001 0.36766000000000004 0.11924500000000002 -0.092919999999999989 0.41816000000000003 0.092315000000000022 0.085770000000000013 0.094845000000000013 -0.056454999999999991 0.10657000000000001 -0.011194999999999998 0.12745000000000004 0.10732000000000001 -0.13843999999999998 -0.11173999999999999 -0.072219999999999993 0.11483500000000001 -0.23360999999999996 -0.15302999999999997 0.052250000000000012 0.010840000000000001 0.089525000000000007 -0.15078499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 10 -9 11 -8 -10 13 14 16 -16 17 -7 19 23 -20 -22 -23 24 -19 -26 27 29 -29 -27
right_child=1 2 -4 -5 -6 12 7 8 9 -11 -12 -13 -14 -15 15 -17 -18 18 20 -21 21 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.011413822330844899 -0.010902032649199315 0.033932474983686754 0.010873700355490049 -0.012798589881923464 0.015410265842309366 -0.015098035087188086 -0.029153919424861671 0.022055338812766202 -0.0022997054635830547 -0.018117540728832995 0.0011526858029158218 0.021846387925602142 -0.017099841087613078 0.016662002299670822 0.02349965488981633 0.0013807043619453907 0.013863133877515794 -0.01602946687489748 -0.0065344303803041917 -0.029370968297801239 0.041165974810719493 -0.015905460596761921 0.011513537622522564 -0.014689484570937401 0.018119957209343004 -0.021960277855396271 -0.0037827516465353535 -0.0092527874785920863 0.028639891385359485 6.0316195977982266e-05
leaf_weight=21 34 22 30 27 26 24 20 33 23 28 23 21 21 27 21 40 25 24 43 22 20 22 50 33 21 21 474 23 36 1866
leaf_count=21 34 22 30 27 26 24 20 33 23 28 23 21 21 27 21 40 25 24 43 22 20 22 50 33 21 21 474 23 36 1866
internal_value=0 -7.73194e-05 4.27198e-05 -6.43057e-05 4.996e-05 -8.39213e-05 0.00480214 0.000471955 0.00596587 -0.00140848 -0.0129434 0.00922457 -0.000379204 -0.00025344 -0.000418618 0.00899543 -0.000630991 -0.000766248 -0.000636695 -0.000975603 0.0056896 0.011403 0.00313551 -0.000725524 -0.000538583 -0.000386276 -0.000546867 0.000241319 0.0138682 -0.000184746
internal_weight=0 3100 3066 3036 3009 2983 170 148 105 72 43 44 2813 2792 2765 61 2704 2679 2655 2520 135 92 72 2498 2465 2441 2420 1946 59 1887
internal_count=3121 3100 3066 3036 3009 2983 170 148 105 72 43 44 2813 2792 2765 61 2704 2679 2655 2520 135 92 72 2498 2465 2441 2420 1946 59 1887
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=31
num_cat=0
split_feature=3 12 9 33 0 40 148 454 39 39 0 1 1 10 2 15 2 4 2 133 1 12 159 1 49 43 12 2 3 4
split_gain=0.279664 0.329887 0.353235 0.688214 0.627074 0.49273 0.506673 0.389999 0.379181 1.32056 0.929553 0.848893 1.18583 0.888992 0.866969 0.7903 0.873929 0.723633 0.703444 1.1493 0.730242 1.39069 1.0826 0.936902 1.04142 0.897083 0.833649 2.38252 0.77618 3.1254
threshold=0.63141500000000017 -0.26532499999999998 0.092890000000000014 0.082285000000000011 -0.0058249999999999994 -0.23755499999999996 -0.11174999999999997 -0.083524999999999988 0.10076500000000001 0.10661000000000002 0.18019500000000002 0.12408500000000001 0.13501500000000002 -0.013164999999999998 0.16394500000000004 -0.26481999999999994 0.11474000000000002 0.16173500000000005 0.12992500000000004 0.081415000000000015 0.10797500000000002 0.093535000000000021 0.078675000000000009 0.11146500000000002 -0.0087049999999999992 -0.078469999999999984 0.11734000000000001 0.10381000000000001 0.10732000000000001 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 -7 -8 10 -10 11 13 17 -9 -14 16 -15 -13 20 -20 26 22 23 -22 -25 -23 28 -28 -17 -30
right_child=-2 2 4 -5 -6 6 7 8 9 -11 -12 12 14 15 -16 18 -18 -19 19 -21 21 25 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.012013205395930489 -0.010986211053703142 0.013157690702272313 -0.021900046002119783 0.014058367120368141 0.002841483847060729 -0.013806616952987733 0.013219354521821847 -0.020989745837591944 -0.028477046975777267 -0.00040675316522099887 0.019670104514807465 0.0083685414399951707 -0.006909721987000828 -0.024436173228813071 0.015367289423942566 -0.00018559534827372536 -0.0021189147883907281 0.030828633607150269 -0.0049676079697047286 0.023144927428978862 0.032224154757568617 -0.022998098675161602 -0.004168651139156686 -0.0065227456124765538 0.023418179118575959 0.0022097120546580602 0.011110644929465794 -0.034176066284999251 0.010066893641957113 -0.036024373417188019
leaf_weight=23 23 28 20 35 21 27 22 21 21 83 24 32 58 28 25 2218 47 26 26 33 32 20 27 21 26 48 21 26 31 28
leaf_count=23 23 28 20 35 21 27 22 21 21 83 24 32 58 28 25 2218 47 26 26 33 32 20 27 21 26 48 21 26 31 28
internal_value=0 8.15632e-05 -7.68156e-06 0.000116911 -0.00922756 -4.57932e-05 -0.000170229 -4.51666e-05 -0.000145036 -0.00607479 7.38049e-05 -9.45241e-05 0.00746636 -0.000496365 -0.000199779 -0.000332854 -0.0104507 0.0184369 -3.60853e-05 0.0107564 -0.000290991 0.00595758 0.0131181 0.0190262 0.0100403 -0.00520435 -0.000758827 -0.0139416 -0.000486719 -0.0118069
internal_weight=0 3098 3075 3034 41 2999 2971 2944 2922 104 2818 2794 141 2653 83 2632 75 58 2557 59 2498 174 106 79 47 68 2324 47 2277 59
internal_count=3121 3098 3075 3034 41 2999 2971 2944 2922 104 2818 2794 141 2653 83 2632 75 58 2557 59 2498 174 106 79 47 68 2324 47 2277 59
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=31
num_cat=0
split_feature=1208 403 3 0 1208 15 402 402 4 3 0 403 13 0 402 402 401 41 41 51 3 16 1 15 399 1375 0 0 52 15
split_gain=0.269623 0.455201 2.93401 0.910624 0.61239 0.437437 0.321056 1.60405 0.954726 0.767441 0.728611 0.533459 0.601412 0.55391 0.521383 0.555094 0.472552 0.588136 1.16739 0.674184 0.678135 0.741253 0.594407 0.583554 1.92721 1.19506 1.51634 1.68488 4.34726 2.43122
threshold=0.11846000000000001 -0.53255499999999989 -0.081054999999999974 -0.086409999999999987 1.0000000180025095e-35 0.089165000000000008 0.095140000000000016 0.10052500000000002 -0.58204499999999992 -0.088784999999999989 -0.088544999999999985 -0.036149999999999995 -0.087324999999999986 -0.077259999999999981 0.092300000000000007 0.089785000000000018 0.10947000000000001 0.07677500000000001 0.079395000000000007 -0.034734999999999995 -0.14989499999999997 -0.062804999999999986 0.10234000000000001 -0.018314999999999994 0.086340000000000014 -0.092319999999999985 -0.17169499999999996 -0.11013499999999998 0.0046550000000000003 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -5 8 -8 -3 -9 -11 -12 -13 -14 15 16 17 23 -19 -20 22 -22 -21 24 -10 -25 -27 28 29 -28
right_child=-2 4 -4 5 -6 -7 7 9 14 10 11 12 13 -15 -16 -17 -18 18 19 20 21 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.015113618634641172 0.010140861943364145 -0.019766055449843407 -0.039821204797009985 0.021117495869596801 0.01434059505040447 0.0020248102847420213 0.024740104255596959 -0.013655140609339332 0.0016526705986939967 -0.0083376787966344418 0.020807443704942002 -0.006794664129505263 0.019429713853945336 4.8275850713253024e-05 -0.016221399195492269 0.015453234201540118 -0.014744229360737585 0.027390755560587756 0.019152157241478562 -0.021177624660017699 0.016851856033768386 -0.0068419734866398841 0.0010979383438825608 -0.025557358185982423 -0.028897486183614957 0.018439023793247102 -0.028862039390064421 -0.0011501454137998687 -0.056552789285779004 0.014413693426724742
leaf_weight=20 26 25 21 21 30 28 31 33 1236 41 23 34 30 29 20 23 22 22 20 23 31 23 25 21 21 37 21 1130 20 34
leaf_count=20 26 25 21 21 30 28 31 33 1236 41 23 34 30 29 20 23 22 22 20 23 31 23 25 21 21 37 21 1130 20 34
internal_value=0 -8.51898e-05 -0.00709284 0.00286797 0.00012469 0.0102074 -1.86637e-05 0.00364852 -0.000312944 0.000207261 0.00312101 0.00717107 0.00379863 0.00990324 -0.000134737 -1.59719e-05 -0.000148434 -2.78977e-05 0.00618781 0.00236433 -0.0009274 0.00676004 -0.00957577 -0.000383081 0.00114229 -0.0019012 -0.00150122 -0.00211349 -0.0166279 -0.00210977
internal_weight=0 3095 90 69 3005 49 2975 221 2754 190 157 116 93 59 2729 2709 2686 2664 144 122 102 54 48 2520 1257 1263 1242 1205 75 55
internal_count=3121 3095 90 69 3005 49 2975 221 2754 190 157 116 93 59 2729 2709 2686 2664 144 122 102 54 48 2520 1257 1263 1242 1205 75 55
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=31
num_cat=0
split_feature=390 1186 16 391 43 1186 4 50 0 2 0 12 2 48 1 3 4 51 4 42 1 1452 1209 13 43 4 0 42 128 40
split_gain=0.260835 0.570566 1.30408 0.536161 0.620012 0.613504 0.431234 0.602233 0.383456 2.07377 1.37354 0.571609 0.781402 0.533595 0.79227 0.532335 0.43997 2.00991 0.726206 2.22727 1.56892 0.504957 0.448529 0.648521 0.621499 1.44341 1.59765 1.29776 0.971703 0.798948
threshold=0.090680000000000024 0.084720000000000004 -0.080954999999999985 -0.077824999999999991 -0.54673999999999989 0.057025000000000006 -0.52556499999999995 0.081075000000000022 0.10455500000000001 0.11585500000000001 0.18019500000000002 -0.12529499999999996 0.15609500000000001 -0.089099999999999999 0.099660000000000012 0.41614500000000004 -0.39518999999999993 -0.12463499999999998 -0.14098499999999997 0.088795000000000013 0.086720000000000005 0.11815000000000002 0.083050000000000013 -0.52014499999999986 0.062770000000000006 -0.080924999999999983 -0.10151999999999999 0.086555000000000007 0.11170500000000001 0.0064400000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 -6 11 10 -10 12 15 14 -13 -8 17 -15 19 20 -18 22 23 -20 28 -26 27 -27 29 -25
right_child=-2 2 -4 4 5 -7 8 -9 9 -11 -12 13 -14 16 -16 -17 18 -19 21 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.015802935905577169 -0.011383396368473769 -0.0035911026862723867 0.025551550496103512 -0.017779673654586076 0.022134483534665336 -0.014108989349821764 0.011355216826001803 -0.00044486229480416689 -0.0057092371361289664 -0.033415746688842778 0.02032114392003188 -0.0013195547026892502 0.024023576501918876 -0.010286399686279205 0.022784341946244242 -0.0079995306760624607 -0.039289571127543853 0.029844653200901423 -0.016780418747415145 0.016663345632453763 -0.007096721715202964 -0.01562010096829562 0.0047028281916857888 0.00079414463805132498 -0.024354230759270262 0.033715977072715758 -0.0061692533188434226 0.00036380627092772296 -0.021047388230051315 -0.017952615719126621
leaf_weight=21 20 34 28 20 21 31 30 27 92 22 26 30 23 26 25 27 24 24 24 24 41 21 184 1962 33 20 189 28 21 23
leaf_count=21 20 34 28 20 21 31 30 27 92 22 26 30 23 26 25 27 24 24 24 24 41 21 184 1962 33 20 189 28 21 23
internal_value=0 7.34175e-05 0.0095701 -0.000120328 -0.000231127 -0.000114058 3.21646e-05 0.0094336 -0.000122433 -0.0052289 2.62706e-05 0.00013482 0.00846514 -0.000112095 0.00963676 0.00218718 -0.000314889 0.00897651 -0.000493983 -0.00937073 -0.0189833 -0.000178602 -4.80578e-05 -0.000428129 -0.000255697 -0.0047599 -0.00203157 0.0142605 0.000350552 0.000576928
internal_weight=0 3101 62 3039 3018 2998 2967 48 2919 140 118 2779 80 2699 55 57 2644 50 2594 89 65 2505 2484 2300 2276 270 237 48 2006 1985
internal_count=3121 3101 62 3039 3018 2998 2967 48 2919 140 118 2779 80 2699 55 57 2644 50 2594 89 65 2505 2484 2300 2276 270 237 48 2006 1985
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=31
num_cat=0
split_feature=454 1373 1373 151 43 1444 1444 52 1443 448 14 41 52 16 33 3 13 3 3 15 147 1 2 42 42 52 133 12 49 2
split_gain=0.267767 0.321327 1.61963 0.653399 0.331666 0.392253 0.769394 0.398546 0.551118 0.56082 0.446308 0.476087 0.963943 1.39821 0.467525 0.540024 1.4131 1.00628 0.965765 1.81015 0.714636 0.648502 1.10289 1.1718 0.961034 0.799494 0.785098 0.696443 0.948357 1.55427
threshold=0.091435000000000016 1.0000000180025095e-35 0.086880000000000013 -0.08317999999999999 -0.54673999999999989 -0.081839999999999982 -0.086279999999999982 -0.56176499999999996 1.0000000180025095e-35 -0.08705499999999998 0.10189000000000002 0.075585000000000013 0.008405000000000001 0.052820000000000013 0.082285000000000011 -0.16726499999999997 0.095120000000000024 -0.13309499999999996 -0.11171999999999999 0.079055000000000014 0.096620000000000011 0.14699000000000004 0.14445500000000003 0.093175000000000022 0.12293000000000001 -1.0000000180025095e-35 0.41171500000000005 0.09141500000000001 0.12899500000000003 0.13712500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 -6 -7 9 -9 11 14 13 -13 15 16 -11 -17 19 -19 21 22 24 -24 27 -23 -26 28 29 -20
right_child=-2 2 3 -5 5 7 -8 8 -10 10 -12 12 -14 -15 -16 17 -18 18 20 -21 -22 25 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.012614647582882927 -0.010750000479975312 0.024833738176772993 -0.016907867205230541 0.0051890492584789174 -0.0015359604474285554 0.0074156436928794452 0.023959246687591078 -0.014524427965429991 -0.013178735519900467 -0.029996143196794119 -0.014928472274041269 -0.0046797670778774081 0.021001199845341035 0.023639937439425426 0.010361575398866724 0.013788346738061487 -0.0012587510702478421 -0.030122707113623623 -0.0014472378218268061 0.005927219062757034 0.013689341114179507 0.0051972046579149642 0.024542358452202501 0.00026862571059271351 -0.029778081253170968 -0.018334950648602986 -0.0024026939031583342 0.002395819730950547 0.013222772051948448 -0.028854564901086545
leaf_weight=21 23 30 23 32 29 68 20 27 33 22 20 84 32 22 41 51 77 30 1409 26 37 22 37 43 20 42 22 714 43 21
leaf_count=21 23 30 23 32 29 68 20 27 33 22 20 84 32 22 41 51 77 30 1409 26 37 22 37 43 20 42 22 714 43 21
internal_value=0 7.98096e-05 0.0061433 -0.00405148 -9.12481e-05 -3.34995e-06 0.00887025 -0.000151092 -0.000330062 -0.000180869 -4.32935e-05 6.32195e-05 0.00578998 0.00119791 -0.000234218 -0.000400284 -0.00764484 -0.000115337 -0.000402883 -0.0133852 -0.000101218 -0.000316242 -4.10187e-05 0.0114952 -0.000455061 -0.0102458 -0.0154386 -0.000167311 -0.00140972 -0.00184972
internal_weight=0 3098 85 55 3013 2992 49 2943 2875 2842 2815 2795 138 106 2657 2616 99 2517 2466 56 2410 2373 2309 80 2229 64 42 2187 1473 1430
internal_count=3121 3098 85 55 3013 2992 49 2943 2875 2842 2815 2795 138 106 2657 2616 99 2517 2466 56 2410 2373 2309 80 2229 64 42 2187 1473 1430
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=31
num_cat=0
split_feature=1130 0 0 155 401 4 4 1210 42 158 12 11 42 50 132 0 13 1 1428 151 123 0 1452 15 51 4 3 133 49 51
split_gain=0.277675 0.27626 1.07873 1.20436 1.04108 4.36774 1.11558 0.992127 2.65393 0.777586 0.759219 0.96475 0.897125 1.02783 0.934097 0.82996 0.817253 1.05122 1.01336 0.910984 0.873224 0.754737 0.749558 0.728126 1.07103 1.21686 1.66333 1.44297 2.9093 1.83948
threshold=1.0000000180025095e-35 -0.079119999999999982 -0.079829999999999998 0.10022500000000002 0.080710000000000018 -0.079164999999999985 -0.58204499999999992 -0.066709999999999978 0.11603500000000001 -0.22218999999999997 -0.093619999999999995 0.099410000000000012 -0.077669999999999989 1.0000000180025095e-35 0.10240500000000001 0.16094000000000003 0.097995000000000013 0.10171500000000001 0.094820000000000015 -0.086944999999999981 0.09499500000000001 -0.019414999999999998 0.091225000000000014 0.093575000000000019 -0.025069999999999999 -0.17966999999999997 -0.11171999999999999 0.086365000000000011 -0.0069299999999999995 0.089355000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 6 -6 -3 8 -8 -1 -9 12 13 -12 15 16 18 -18 19 -14 23 -19 -11 24 -21 26 -26 28 -27 -30
right_child=-2 4 -4 -5 5 -7 7 10 -10 22 11 -13 14 -15 -16 -17 17 21 -20 20 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.014662083260235237 0.011745123807340861 0.0208679441207399 0.015004357556337675 -0.021992714516818525 -0.052823340748436753 0.0005212560024422904 -0.034984751125531538 -0.014312691668778459 0.012042948927375534 0.0006081864541558576 0.0030977235500753491 0.022018318418413403 0.018372345505201299 0.025285198876204402 -0.019709862202957826 0.014489067136310041 -0.028587555326521397 0.0097832402311420694 0.01826364842709154 0.00073628987105253609 0.014747833293707421 -0.014008629992604256 0.01960988779153143 0.0025183801720581522 0.023766342842060587 0.0022092980346783545 -0.010478878751195768 -0.0032961919851129083 -0.047476629740558565 -0.012457810497532289
leaf_weight=33 20 24 51 24 20 66 28 37 21 1814 106 20 23 26 27 34 24 24 28 178 30 30 21 182 23 33 37 73 40 24
leaf_count=33 20 24 51 24 20 66 28 37 21 1814 106 20 23 26 27 34 24 24 28 178 30 30 21 182 23 33 37 73 40 24
internal_value=0 -7.57506e-05 0.000652911 0.000266059 -0.00129837 -0.0118845 -0.000449109 -0.000937286 -0.01483 0.000552039 -0.00025586 0.000284787 -0.000176647 0.00746798 -0.00142244 -0.000791837 -0.0014855 -0.0111739 -0.000359277 -0.00117023 -0.00189519 -0.00343447 0.000825645 -0.00274145 -0.00508775 -0.00959505 0.00264846 -0.0139163 -0.0219087 -0.0343446
internal_weight=0 3101 1943 1892 1158 86 1072 1048 49 1868 999 962 942 132 810 783 749 78 671 643 620 54 1835 590 408 230 60 170 97 64
internal_count=3121 3101 1943 1892 1158 86 1072 1048 49 1868 999 962 942 132 810 783 749 78 671 643 620 54 1835 590 408 230 60 170 97 64
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=31
num_cat=0
split_feature=130 130 160 0 43 1 52 0 11 0 1177 2 11 11 46 147 8 15 4 43 2 1 15 14 48 48 2 2 39 0
split_gain=0.254018 1.2267 1.21567 0.839846 0.828079 0.728497 0.57995 0.462795 0.414319 0.386164 0.385067 0.387106 0.351477 0.417783 0.399701 0.624723 0.65892 0.625384 1.08348 0.923524 0.705263 0.985025 0.904047 0.708147 0.673468 1.09872 0.627994 1.0299 0.571444 0.551425
threshold=-0.072444999999999982 -0.082104999999999984 -0.080409999999999995 0.22582000000000002 -0.0030899999999999994 0.089175000000000018 -0.075329999999999994 -0.086934999999999985 -0.011194999999999998 0.16094000000000003 -0.079504999999999978 0.31358000000000003 0.10458500000000001 0.095165000000000013 -0.043074999999999995 0.099730000000000027 0.08573500000000002 -0.41396999999999995 0.50644500000000015 -0.080084999999999976 0.14019000000000004 0.14173500000000003 -0.03241999999999999 0.091685000000000016 0.13438000000000003 0.12474000000000002 0.12992500000000004 0.12358500000000001 0.096625000000000016 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 6 -3 -4 -8 -2 10 -10 12 13 14 -12 16 17 18 -16 -20 23 22 -22 24 25 26 27 -19 29 -21
right_child=3 5 4 -5 -6 -7 7 -9 9 -11 11 -13 -14 -15 15 -17 -18 20 19 28 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.022421732675072484 -0.0134357165950148 0.032539233779534701 0.022974970452487472 -0.020136169716715814 -0.014514378712046892 0.0055485530570149426 0.012353194318711758 -0.0056709160799449636 0.010844964761054144 0.012945000962961629 0.012888062162243802 0.013028006746687673 0.012601104644792423 -0.010662377678239958 -0.024572930245527203 -0.015777140884445266 0.014790744732679993 -0.00048400388911378628 0.016902543911710383 0.0095944646280258904 0.026547517641588594 -0.0092671553199381931 0.0034769181374992644 0.015193911320690451 -0.014296949971467257 0.021920424327254297 0.016288086828056044 -0.02222138168501922 -0.021288850708376796 -0.010085736252367498
leaf_weight=22 23 20 20 21 20 20 28 29 32 23 23 22 21 39 28 26 29 2354 20 24 33 23 35 29 35 22 22 22 21 35
leaf_count=22 23 20 20 21 20 20 28 29 32 23 23 22 21 39 28 26 29 2354 20 24 33 23 35 29 35 22 22 22 21 35
internal_value=0 0.00389385 -0.0011986 -0.000209022 0.00361489 0.0190439 0.0083238 0.00318303 -6.67333e-05 3.86425e-05 -6.38951e-05 -0.000185824 -0.000288149 -0.000384133 -0.000239993 -0.000349473 -0.000202651 -0.000363512 -0.00718586 -0.00231749 -2.43815e-05 0.00862215 0.0146729 -0.000341143 -0.000524652 -0.000325466 -0.000529557 -0.000685276 -0.00712249 -0.00208023
internal_weight=0 159 119 2962 97 40 77 57 2941 2918 2895 2863 2841 2820 2781 2758 2732 2703 128 100 2575 91 68 2484 2455 2420 2398 2376 80 59
internal_count=3121 159 119 2962 97 40 77 57 2941 2918 2895 2863 2841 2820 2781 2758 2732 2703 128 100 2575 91 68 2484 2455 2420 2398 2376 80 59
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=31
num_cat=0
split_feature=3 399 399 391 0 399 13 1209 12 0 150 2 13 1211 1213 133 133 133 13 1213 2 13 2 43 158 159 11 43 456 43
split_gain=0.262754 0.33387 0.339506 0.4982 0.689916 0.3223 0.313161 0.580558 0.600201 0.976657 0.822433 0.758205 0.612056 0.592424 0.702656 0.644804 0.615975 1.09133 1.0755 1.07273 1.4941 0.645414 0.940216 1.72315 0.985461 1.24555 0.849966 1.34127 0.946271 0.983988
threshold=0.63141500000000017 0.10520000000000002 0.093190000000000009 -0.077824999999999991 -0.096374999999999975 0.11450500000000001 -0.066634999999999986 -0.090889999999999985 -0.094384999999999983 -0.10474999999999998 -0.091839999999999991 0.096540000000000015 -0.067719999999999989 0.080695000000000003 -0.023164999999999995 -0.025314999999999994 0.11269500000000002 0.12330000000000001 -0.080759999999999985 0.039620000000000009 0.085105000000000014 -0.088589999999999988 0.091185000000000002 -0.084359999999999991 0.11817500000000002 0.11576000000000002 0.079915000000000014 -1.0000000180025095e-35 0.086265000000000022 0.13895500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 7 -5 9 -9 -10 -11 13 16 -15 -16 19 -18 -19 21 -21 26 24 -24 25 -23 28 -28 29 -12
right_child=-2 5 -4 6 -6 -7 -8 8 10 11 12 -13 -14 14 15 -17 17 18 -20 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.004586447189961161 -0.010648891005827034 0.017695632683379311 -0.010626917470556996 0.017865498443134131 0.018599691366155944 -4.2069260962307455e-05 -0.001107216078350637 -0.0025940466917947764 0.018190413862466812 0.0063418953004293153 -0.0094512363523329215 0.033877413030713802 0.016818493274262266 0.021798815850168466 0.010290961666032673 -0.01126314719086108 -0.029821159914135933 0.012339613918215038 -0.017623815183406291 0.035015409886837011 -0.0036381487734615803 -0.0014024993034453426 0.026318951665113374 0.0022719707190277153 0.016413564716690573 -0.024303205080330376 -0.0082968451753258707 0.024799574758314218 0.013810280807824296 0.010551054582551674
leaf_weight=21 23 21 30 20 33 20 1528 36 25 20 276 20 21 25 35 23 20 25 23 20 20 475 36 173 29 25 25 24 22 27
leaf_count=21 23 21 30 20 33 20 1528 36 25 20 276 20 21 25 35 23 20 25 23 20 20 475 36 173 29 25 25 24 22 27
internal_value=0 7.90589e-05 -4.11653e-05 6.3748e-05 0.00958286 0.0090431 -0.000109152 0.00094624 0.000708777 0.00935527 0.00022165 0.0201097 -0.000117639 -0.000390593 0.00778436 0.00174364 -0.000946757 -0.0101953 -0.00201786 -0.000400836 0.0156886 -0.000979594 0.000735446 0.00641403 -0.00150808 -0.00254753 -0.00436382 0.00791365 -0.00621488 -0.00766885
internal_weight=0 3098 3057 3027 54 41 2973 1445 1425 76 1349 40 1324 1303 83 58 1220 68 48 1152 40 1112 738 209 529 500 374 49 325 303
internal_count=3121 3098 3057 3027 54 41 2973 1445 1425 76 1349 40 1324 1303 83 58 1220 68 48 1152 40 1112 738 209 529 500 374 49 325 303
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=31
num_cat=0
split_feature=390 391 393 4 132 129 1186 1186 43 160 43 479 1446 160 482 133 159 160 3 160 1 160 483 3 295 106 33 9 11 12
split_gain=0.259232 0.469261 0.430844 0.622029 0.658273 0.378389 0.779825 0.669344 0.41474 0.337703 0.545831 0.47383 0.351103 0.321184 0.424176 0.671607 0.412701 0.514743 1.35623 0.64286 1.46674 1.46159 0.681448 0.480987 0.44716 0.812324 0.491909 0.611925 0.874099 0.501821
threshold=0.090020000000000017 -0.086514999999999981 0.10358500000000001 -0.080744999999999997 -0.083284999999999984 -1.0000000180025095e-35 0.084720000000000004 0.057025000000000006 -0.54673999999999989 -0.54200499999999985 -0.011919999999999998 0.098570000000000005 0.037915000000000011 0.51752500000000012 -1.0000000180025095e-35 0.086695000000000008 0.14438000000000004 0.11655500000000001 -0.076234999999999983 0.099315000000000014 0.088975000000000012 0.10455000000000002 -0.095084999999999989 -0.086049999999999988 0.084000000000000005 0.083930000000000018 0.088310000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11201500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 7 8 -7 10 12 13 -10 14 15 -11 17 19 23 22 21 -21 -16 -19 25 26 27 -24 -29 -30
right_child=-2 2 3 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15 16 -17 -18 18 -20 20 -22 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.015356290210038424 -0.0094106258760238513 -0.013258526431375437 0.011953054237112936 0.022649095766246321 -0.01116214111680165 -0.014495123298838737 0.014743294709229044 -0.018061260165025791 0.0053567977405951494 -0.023409220846369864 -0.0041043902416863752 -0.011173995851706236 0.022238341091625362 0.0091802827963555194 0.01816633586306125 0.0021957807964922507 0.013594314049590717 0.012358331219071435 -0.028525509231764341 0.014448806364089252 0.026881655530426009 -0.017621855856850745 -0.014967323890804046 -0.0078204873518121464 -0.012932337628444658 0.017358900524246004 -0.014656569663687455 0.019743188606067139 -0.00069962147389832389 0.0047645055961406252
leaf_weight=20 29 22 28 20 22 20 35 21 28 20 31 39 22 37 20 21 22 21 23 30 29 27 28 27 28 26 24 22 2197 182
leaf_count=20 29 22 28 20 22 20 35 21 28 20 31 39 22 37 20 21 22 21 23 30 29 27 28 27 28 26 24 22 2197 182
internal_value=0 8.82626e-05 -1.11386e-05 0.00774429 0.00178237 -0.000191978 -9.55136e-05 -0.000271866 -0.000144104 -4.52675e-05 0.00632096 -0.000227933 0.0127847 -7.45937e-05 -0.00019925 -0.0102945 -4.6292e-05 -0.0001581 -0.00855937 7.01775e-05 0.00857258 -0.00074256 -0.00021918 0.00100775 -0.000365854 -0.000223917 -0.000410282 -0.00026952 -9.81167e-05 -0.000281601
internal_weight=0 3092 3072 70 50 3002 2980 2945 2924 2904 81 2823 50 2784 2747 41 2706 2684 71 2613 86 57 2527 48 2507 2479 2453 2429 2401 2379
internal_count=3121 3092 3072 70 50 3002 2980 2945 2924 2904 81 2823 50 2784 2747 41 2706 2684 71 2613 86 57 2527 48 2507 2479 2453 2429 2401 2379
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=31
num_cat=0
split_feature=1444 43 52 1426 1425 155 155 51 42 11 43 160 0 13 41 448 133 16 149 13 14 150 52 48 51 0 147 4 1429 10
split_gain=0.255426 0.485525 0.29132 0.397543 1.09233 0.421185 0.455429 1.50047 0.53965 0.434275 1.01763 0.628338 0.798494 0.852858 1.63038 0.580758 0.485532 0.421703 0.609311 1.31915 0.522612 0.453589 0.951154 1.81037 1.09018 1.27124 0.733832 1.28084 0.806259 0.544748
threshold=-0.083894999999999983 -0.54673999999999989 -0.56176499999999996 -0.094284999999999994 0.089180000000000009 0.14230000000000001 0.093115000000000017 -0.16666999999999996 0.088915000000000008 1.0000000180025095e-35 -0.15879999999999997 -0.085764999999999994 -0.15350499999999997 0.084330000000000016 1.0000000180025095e-35 -0.08705499999999998 -0.54656499999999986 -0.54656499999999986 0.078320000000000015 -0.066634999999999986 0.054835000000000009 0.08826500000000001 -0.075329999999999994 0.092205000000000023 0.10174000000000001 -0.14920999999999998 0.089365000000000014 -0.0063549999999999987 0.083985000000000018 -0.092019999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 9 -8 -9 15 -11 -12 -13 14 -14 -5 -17 -18 20 -20 21 29 23 -23 25 -24 27 28 -27 -19
right_child=1 2 3 4 -6 -7 7 8 -10 10 11 12 13 -15 -16 16 17 18 19 -21 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0081485521048307429 0.01525389947263258 0.0064687380526105278 0.013900977192679421 -0.01460373479245131 -0.023536491580307486 0.013697549083206634 0.0075084202444284324 -0.032151607386767866 -0.0099102177734797202 -0.011343629720310371 -0.007051210142672063 -0.00054959714638464375 0.04749555995687843 0.0013651686010970956 0.010635689231567085 0.013744071885943412 0.010343263086837692 -0.01215631125542598 0.0017596864257939161 -0.030495534535674825 -0.013308826989183823 -0.00073885096375037127 0.027163161635398864 0.037905728452923622 -0.021145376712083816 -0.011142720564649525 -0.01494009922563027 0.024018981680274012 0.010334272144747705 -0.0002368091351399526
leaf_weight=38 21 68 20 28 20 22 36 20 24 30 20 33 20 21 30 25 37 39 32 21 30 27 20 22 20 44 26 24 29 2274
leaf_count=38 21 68 20 28 20 22 36 20 24 30 20 33 20 21 30 25 37 39 32 21 30 27 20 22 20 44 26 24 29 2274
internal_value=0 0.000100436 -3.49019e-06 -0.000150488 -0.000244983 -8.72887e-05 -0.000190722 -0.00763218 -0.0200199 1.80145e-05 0.00518299 0.00918137 0.012303 0.0182768 0.0253796 -0.000276799 -0.000126554 -0.000257656 -0.000408053 -0.0110207 -0.000187908 -3.20159e-05 0.00439509 0.0166118 0.000722594 0.00378105 -2.09173e-05 0.00397804 -0.00261076 -0.000437786
internal_weight=0 3083 3062 2994 2974 2954 2932 80 44 2852 154 124 104 71 50 2698 2670 2645 2608 53 2555 2525 212 49 163 143 123 97 73 2313
internal_count=3121 3083 3062 2994 2974 2954 2932 80 44 2852 154 124 104 71 50 2698 2670 2645 2608 53 2555 2525 212 49 163 143 123 97 73 2313
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=31
num_cat=0
split_feature=148 149 149 43 3 97 34 454 455 10 0 9 10 46 2 1 1 1374 49 2 15 49 48 2 43 50 159 48 4 48
split_gain=0.27784 0.389225 0.979361 0.92484 0.854728 0.473424 0.516569 0.381745 0.397646 0.340678 0.797679 0.481398 0.845762 0.386364 0.513128 0.668974 0.967835 0.504782 1.09507 0.427236 1.22052 0.994981 1.01737 0.908404 0.901751 0.646663 0.783004 0.693106 1.12043 0.748327
threshold=0.10090000000000002 0.08618000000000002 0.07770500000000001 -0.54673999999999989 -0.07908999999999998 -0.085969999999999977 -0.085114999999999982 0.091435000000000016 0.092985000000000012 -0.088499999999999981 -0.072594999999999979 0.081890000000000004 0.09820000000000001 0.086760000000000018 -0.0091949999999999983 0.14860500000000001 0.13869000000000004 0.086000000000000007 -0.0060549999999999988 0.12992500000000004 -0.41396999999999995 0.10858500000000001 0.11247500000000001 0.11177500000000001 -0.03898999999999999 -0.23848499999999997 0.084250000000000005 0.10255000000000002 -0.0024449999999999997 0.099600000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -5 -7 8 9 10 -8 13 -13 14 -11 16 17 19 -19 21 -21 22 25 24 -23 26 -16 29 -29 -27
right_child=-2 4 -4 5 -6 6 7 -9 -10 11 -12 12 -14 -15 15 -17 -18 18 -20 20 -22 23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.021006605463723342 0.010499805852770806 0.0025466460434179152 0.02018680889159441 0.014041092658104996 -0.022590092158255481 -0.011644955420572508 0.0042970841692294929 -0.013678883902030065 0.01183547881785138 -0.012487526345207837 -0.017700332688058124 0.018788705504913298 -0.0054462867905385797 0.010480339299621326 0.026440996536985041 0.013793369132493224 -0.017982269145237904 -0.00066159479166871241 0.028247017732355745 -0.010152329548469022 0.011533420659371362 -0.009286552378907801 0.016324789475306477 -0.019290030223317448 0.010765366956140056 -0.00035053083714441493 -0.000613368513143581 -0.00070784049374716625 -0.030378334783017637 0.015554570968573293
leaf_weight=21 25 31 24 24 24 38 32 20 29 33 34 36 24 35 20 35 30 38 20 36 93 70 38 50 33 2120 23 35 20 30
leaf_count=21 25 31 24 24 24 38 32 20 29 33 34 36 24 35 20 35 30 38 20 36 93 70 38 50 33 2120 23 35 20 30
internal_value=0 -8.47852e-05 6.6005e-05 -9.40545e-05 -0.00842211 5.25288e-05 -6.0434e-05 8.96041e-05 0.000184103 6.69835e-05 -0.00703492 0.000233257 0.00909471 4.05471e-05 -9.35912e-05 5.83968e-05 -0.000122599 8.14341e-05 0.00930689 -0.000126929 0.00548158 -0.000423566 9.89611e-05 -0.00823074 -0.00286215 -0.000175319 0.0119701 -0.000412168 -0.0114971 -0.000128599
internal_weight=0 3096 3041 3017 55 2996 2972 2934 2914 2885 66 2819 60 2759 2724 2691 2656 2626 58 2568 129 2439 2286 153 103 2248 43 2205 55 2150
internal_count=3121 3096 3041 3017 55 2996 2972 2934 2914 2885 66 2819 60 2759 2724 2691 2656 2626 58 2568 129 2439 2286 153 103 2248 43 2205 55 2150
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=31
num_cat=0
split_feature=16 16 1420 1419 1429 2 4 16 16 12 120 390 3 0 12 0 2 1 448 448 13 52 147 147 3 1 3 3 457 12
split_gain=0.259033 2.14642 0.512469 0.60079 0.591521 0.754453 0.694277 0.715709 0.784598 0.614387 0.420086 0.387606 0.569592 0.731188 0.856306 1.20913 0.751111 0.636469 0.624678 0.715312 0.529312 2.62914 0.684015 0.801865 0.682351 3.26364 1.25097 0.793928 0.950583 0.675626
threshold=0.24134000000000003 0.25792000000000009 -0.051294999999999993 0.089070000000000024 -0.026244999999999997 0.10060500000000001 -0.50690499999999983 0.40737000000000007 0.41370500000000004 0.089625000000000024 0.088020000000000015 0.090385000000000007 -0.22605499999999998 0.15398500000000004 -0.11019 -0.14454499999999995 0.088745000000000004 0.088340000000000016 -0.08705499999999998 -0.076874999999999985 -0.17933499999999997 0.0060650000000000009 0.096620000000000011 0.089365000000000014 0.11296500000000002 0.11323000000000001 0.097915000000000016 0.092670000000000016 0.21672000000000002 -0.096104999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 -3 5 -4 -6 9 -9 -8 11 12 17 14 15 -14 -17 -1 -16 -20 21 -21 23 24 26 -26 27 28 29 -22
right_child=1 2 4 -5 6 -7 7 8 -10 -11 -12 -13 13 -15 18 16 -18 -19 19 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.024659663550555707 -0.031347767403349283 -0.0025634159620701461 -0.022482600708588443 0.020314866149177158 0.015317380028190436 -0.00037427142714009144 -0.00096499647945165641 0.018935165561371203 -0.00074432315332267213 -0.019839356370828364 0.012544766687122838 -0.013300264875094095 -0.010909859030507505 -0.015393513992894443 -0.016796326590701939 0.0053769022084972154 0.027644893188368193 0.0021778601714793375 0.014122050509063733 0.0010744950348547623 -0.01551074381503794 -0.039619682021439076 0.016352214463628258 -0.015434958881021225 -0.042664748299866918 0.0091484802241827683 0.019562723426668743 -0.019117560805309387 0.02110104301775044 0.00040852850598202713
leaf_weight=20 24 22 29 24 27 33 35 23 170 34 28 21 20 30 22 28 33 34 36 77 27 20 26 33 20 31 34 21 22 2117
leaf_count=20 24 22 29 24 27 33 35 23 170 34 28 21 20 30 22 28 33 34 36 77 27 20 26 33 20 31 34 21 22 2117
internal_value=0 -0.00230713 -0.000551523 0.00937308 -0.00185218 -0.0107153 4.92392e-05 -0.0015242 0.0016009 -0.0102654 0.000359741 0.000232054 0.000339251 0.000127883 0.000309279 0.0104276 0.0174235 0.0105045 -2.04021e-05 0.000129383 -7.80865e-05 -0.00731606 0.000223107 4.11739e-05 0.000265959 -0.0111704 0.000528569 0.000232656 0.000420262 0.000208053
internal_weight=0 421 397 46 351 62 289 262 193 69 2700 2672 2651 2597 2567 81 61 54 2486 2464 2428 97 2331 2305 2272 51 2221 2187 2166 2144
internal_count=3121 421 397 46 351 62 289 262 193 69 2700 2672 2651 2597 2567 81 61 54 2486 2464 2428 97 2331 2305 2272 51 2221 2187 2166 2144
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=31
num_cat=0
split_feature=48 0 4 48 1452 1374 1375 49 0 48 1374 49 49 51 51 38 11 16 48 42 16 0 0 0 39 4 4 1 475 156
split_gain=0.25983 0.717865 0.626532 0.571389 0.386913 0.378534 0.509321 0.472573 1.06772 0.768019 0.523064 0.485363 0.672468 0.641006 0.724723 0.521421 0.953769 0.551023 4.7127 1.7711 0.76947 0.734375 1.02333 1.43636 1.40419 0.997341 0.904563 1.28806 0.738168 1.05859
threshold=0.13438000000000003 -0.070889999999999995 0.024790000000000003 0.12474000000000002 0.11815000000000002 -0.41674499999999998 0.097315000000000026 0.11560500000000001 -0.080499999999999988 0.10990500000000002 -0.067869999999999986 0.11136000000000001 0.10737500000000001 0.14431500000000003 0.24916000000000002 0.10657000000000001 -0.011194999999999998 0.19444000000000003 0.092065000000000022 0.094935000000000005 0.25792000000000009 -0.036484999999999997 0.034820000000000011 0.062580000000000011 0.085330000000000003 -0.15764999999999998 -0.07712999999999999 0.13559000000000002 -0.084144999999999984 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 7 9 -9 10 -7 12 13 15 -15 16 -12 21 19 20 -19 25 26 -24 -25 -18 -23 -28 29 -27
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 11 -13 -14 14 -16 -17 17 18 -20 -21 -22 22 23 24 -26 28 27 -29 -30 -31
leaf_value=-0.013610718082636595 0.014303012525973222 -0.019219093182339119 -0.0091269213184714312 0.013872977417583268 -0.013209421695633369 0.013296292000450195 0.012943787055630838 -0.013902418272259335 0.0026073330848636789 0.014478552087032432 -0.021044528289613399 0.01516339240507001 -0.01551518587636695 0.025156494744476822 0.0025773855180225591 0.015148584138263355 -0.021824521535918826 -0.02065039435401559 -0.049845319001802377 0.021031092798732449 -0.0018017034049498271 0.032222357125614179 -0.022135124509425268 0.015526324087245899 -0.011369182157019774 0.00012116332890818249 -0.0024032916211964269 0.028949422091245652 -0.00039701849120892262 0.019189226333158636
leaf_weight=20 21 26 25 30 22 30 31 75 82 38 22 21 28 21 44 22 21 24 21 33 222 22 23 55 30 74 38 20 1932 48
leaf_count=20 21 26 25 30 22 30 31 75 82 38 22 21 28 21 44 22 21 24 21 33 222 22 23 55 30 74 38 20 1932 48
internal_value=0 -0.00593759 0.00156935 0.000140212 3.74852e-06 0.000100742 0.000192858 5.86833e-05 -0.00527949 0.000359183 0.00016415 1.93632e-05 -9.84237e-05 6.31292e-05 0.00987217 -0.000181438 -0.000311907 -0.000133944 -0.00416104 -0.000722443 -0.0036406 0.000399918 0.00638468 3.48564e-05 0.00603379 -0.000142316 0.0149569 0.00840799 7.93618e-05 0.00762335
internal_weight=0 72 46 3049 3019 2997 2977 2946 157 2789 2751 2721 2700 2672 65 2607 2585 2563 300 279 246 2263 188 108 85 2075 80 58 2054 122
internal_count=3121 72 46 3049 3019 2997 2977 2946 157 2789 2751 2721 2700 2672 65 2607 2585 2563 300 279 246 2263 188 108 85 2075 80 58 2054 122
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=31
num_cat=0
split_feature=392 0 1212 43 403 1210 401 133 403 13 16 1213 1213 399 4 3 1204 1 1204 132 16 42 42 51 12 1212 4 1212 159 3
split_gain=0.260921 0.354526 0.257804 0.645144 0.810949 0.57208 0.498245 0.828346 0.491276 0.488714 0.475989 0.343627 0.706349 0.470695 0.469331 0.773088 0.425631 1.26265 0.785331 0.642516 0.449606 0.350558 0.677183 0.734137 0.736807 0.498488 1.8176 0.517381 0.495969 0.900841
threshold=0.091685000000000003 0.22582000000000002 -0.040879999999999993 0.0041500000000000009 -0.0076149999999999994 -0.077869999999999981 0.12463 -0.088234999999999994 0.26430000000000003 -0.065824999999999981 -0.077879999999999991 0.12389500000000002 0.104315 -0.080734999999999987 -0.076779999999999987 -0.081164999999999987 -0.079179999999999987 0.08844500000000001 -0.0030749999999999996 -0.083284999999999984 -0.085589999999999986 -0.093284999999999993 -0.084624999999999992 -0.071649999999999978 0.092855000000000007 0.092360000000000012 -0.080094999999999986 0.088495000000000018 0.091235000000000024 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 11 -5 -9 12 13 -4 15 -13 17 19 -18 20 -15 28 23 -23 -25 27 -27 -24 29 -20
right_child=-2 -3 8 9 5 6 -8 10 -10 -11 -12 14 -14 16 -16 -17 18 -19 21 -21 -22 22 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.024035967944655567 0.010611688865996574 -0.012447999620243261 0.012119050119673054 -0.011866383993019088 -0.010674642203164032 0.015153819482039775 0.021241020411252975 0.0046591279708081855 -0.01275214977983025 0.0054498581814446624 -0.017158050084253775 0.002836734467387401 -0.016693827130187019 0.014190280965218941 -0.0042271230337691717 0.02723933257162571 0.016625892251197781 -0.027843384779143061 0.021510428495319756 -0.015947343781590462 -0.0038954602887055706 -0.025542145685758445 -0.00011329413881348518 -0.0097195411511861243 0.010660758839609723 -0.031565365081895953 0.0026242180921447773 0.013569778829280819 -0.0082226934289792563 0.0025474737246480327
leaf_weight=24 23 23 31 39 22 33 20 20 31 28 20 37 26 27 29 20 28 22 29 20 28 20 2114 68 24 23 48 28 32 184
leaf_count=24 23 23 31 39 22 33 20 20 31 28 20 37 26 27 29 20 28 22 29 20 28 20 2114 68 24 23 48 28 32 184
internal_value=0 -7.87827e-05 1.3735e-05 0.00343081 0.00731611 0.00382675 0.00725718 0.00342599 -0.000231618 -0.00462975 -0.00624946 -9.48536e-05 -0.000289373 -0.000132911 0.00612976 0.011399 -0.000273842 -0.0067777 -3.10116e-05 -0.000598429 0.00498299 -0.000212488 -0.000591615 -0.0081778 -0.00440294 -0.000207678 -0.00845128 6.55696e-05 0.00338535 0.00512928
internal_weight=0 3098 3075 206 139 115 93 73 2869 67 40 2838 2752 2726 86 57 2695 97 2598 75 55 2570 2325 112 92 2213 71 2142 245 213
internal_count=3121 3098 3075 206 139 115 93 73 2869 67 40 2838 2752 2726 86 57 2695 97 2598 75 55 2570 2325 112 92 2213 71 2142 245 213
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=31
num_cat=0
split_feature=124 3 376 44 43 3 484 484 14 474 49 49 2 150 52 13 3 4 2 4 2 1 1 2 1444 1420 14 0 16 52
split_gain=0.245468 0.343034 0.335713 0.402853 0.397417 0.386526 1.27754 1.40205 1.10235 1.21014 1.34258 1.07579 2.85402 1.17084 0.860469 1.52955 0.955615 1.61915 0.714271 1.24326 1.17054 0.66686 2.54222 1.295 1.16542 0.985555 0.948942 0.964938 2.01936 4.25566
threshold=0.08919500000000001 -0.0096849999999999974 0.087615000000000012 0.10049500000000001 -0.067899999999999974 -0.0049599999999999991 -0.070054999999999992 -0.011244999999999998 -0.24494999999999997 0.087035000000000015 -0.0087849999999999977 -0.066019999999999981 0.10444500000000002 0.090735000000000024 -0.16675999999999999 -1.0000000180025095e-35 0.11658 -0.012889999999999999 0.10045500000000002 0.27044500000000005 0.14445500000000003 0.077565000000000009 0.080000000000000016 0.081685000000000021 -0.050539999999999995 -0.083279999999999979 0.077685000000000018 -0.10474999999999998 -0.43320999999999993 -0.046924999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -4 21 -7 -8 -9 10 11 13 -13 -10 -12 18 17 -17 19 -16 -20 23 -23 -1 -24 -26 27 28 -27 -30
right_child=1 -3 4 -5 -6 6 7 8 9 -11 14 12 -14 -15 15 16 -18 -19 20 -21 -22 22 24 -25 25 26 -28 -29 29 -31
leaf_value=0.021077648964860748 0.00097884009308238026 -0.01415203801067225 0.015945136480450886 -0.012665074709802866 -0.0003410425758169544 -0.015533273320438135 0.028660689152523202 -0.012823243228514204 -0.0022169032679327455 -0.014930613255128265 -0.0038782281942214025 -0.039305820024531819 0.0047052964113834432 0.021978596672415737 0.030075521308642168 0.013529120324528777 0.0074931181289932943 0.049226919113209956 -0.016683719534840848 0.0016968384746609156 0.01479543135279701 -0.034667020201838268 0.017051173088839279 0.00043042829218383686 0.019565568841062489 0.0065817367870892804 0.013234915280980723 -0.0023015487681261825 -0.0016430070838204733 -0.053566830053373621
leaf_weight=31 31 29 29 25 31 36 22 41 60 30 33 23 41 30 26 24 22 27 27 38 21 24 32 1512 20 35 35 721 38 27
leaf_count=31 31 29 29 25 31 36 22 41 60 30 33 23 41 30 26 24 22 27 27 38 21 24 32 1512 20 35 35 721 38 27
internal_value=0 -0.00633442 0.000124164 -2.39159e-05 0.00753061 8.22767e-05 0.00261531 0.00402037 0.00279669 0.00438977 0.00594787 -0.00119982 -0.0111112 0.00584826 0.0109972 0.0136506 0.0249133 0.032428 0.00630971 0.0132257 -0.00291159 -0.000430472 -0.00254252 0.000845246 -0.00169342 -0.00237815 -0.00289086 -0.00357831 -0.0127838 -0.0232114
internal_weight=0 60 3061 3001 60 2976 501 465 443 402 372 154 64 90 218 185 73 51 112 64 48 2475 932 1543 908 876 856 821 100 65
internal_count=3121 60 3061 3001 60 2976 501 465 443 402 372 154 64 90 218 185 73 51 112 64 48 2475 932 1543 908 876 856 821 100 65
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=31
num_cat=0
split_feature=45 13 41 481 483 12 3 394 49 12 2 0 11 4 12 11 156 3 3 128 2 0 133 0 0 52 11 41 3 12
split_gain=0.249183 0.294129 0.716864 0.756627 0.942061 0.699448 0.750112 0.864417 0.688016 0.696753 0.739101 1.89494 1.14339 1.11458 0.817161 0.75991 0.63331 0.8676 0.949891 0.610406 0.611192 1.05888 0.516553 0.456829 0.762482 0.673112 0.516013 0.985691 0.562144 1.04547
threshold=-0.067109999999999989 0.0015850000000000003 0.078570000000000015 -1.0000000180025095e-35 0.088070000000000009 -0.086254999999999984 -0.020429999999999997 -0.082159999999999997 0.12497000000000001 0.12477500000000001 0.10699500000000002 0.12500000000000003 0.090070000000000025 -0.35136499999999998 1.0000000180025095e-35 0.089270000000000002 1.0000000180025095e-35 -0.13927999999999999 -0.116045 0.09585500000000001 0.09580000000000001 -0.080434999999999993 -0.007154999999999999 0.10455500000000001 0.056435000000000006 -1.0000000180025095e-35 0.079915000000000014 0.075585000000000013 -0.11171999999999999 0.084290000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 23 3 -3 5 -5 7 -7 9 10 11 15 13 -12 -15 16 17 -9 -19 20 21 22 -20 24 26 -25 28 -28 29 -2
right_child=1 2 -4 4 -6 6 -8 8 -10 -11 12 -13 -14 14 -16 -17 -18 18 19 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.010856346187314818 0.0012530499370768666 -0.02037231328127825 0.016208703257143499 -0.020733314415528663 0.015370148979127408 -0.021448762053235745 0.015534686653510385 -0.01974306640774012 -0.020097519797272981 0.011444519369397313 -0.035929070822894572 0.029901366293197496 0.00900949339196086 0.0078217486059293153 -0.017040048425014203 -0.020763821499422193 0.014590494692325593 0.020133863389492038 -0.014616521350453021 -0.015624401833990526 -0.012695898118846374 0.016440541188022486 0.0027391847777873913 0.0028298860022914598 0.019293383959765462 -0.018020011275075378 0.025451280137834448 0.0011629938063296404 0.00055781906567288725 -0.027892165677621962
leaf_weight=21 32 23 21 21 30 24 23 25 20 40 20 20 25 20 39 20 25 21 27 29 29 41 47 30 22 32 24 55 2295 20
leaf_count=21 32 23 21 21 30 24 23 25 20 40 20 20 25 20 39 20 25 21 27 29 29 41 47 30 22 32 24 55 2295 20
internal_value=0 7.3543e-05 -0.00193555 -0.00260519 -0.00185676 -0.00285833 -0.00209999 -0.00295931 -0.0019688 -0.00112167 -0.00241715 0.000224003 -0.00962953 -0.015528 -0.00861232 -0.00202428 -0.000488254 -0.00220957 4.98981e-05 -0.00238804 0.000277616 0.0035492 -0.0035933 0.000545799 0.000760498 -0.00793135 0.000592434 0.00854171 0.000324861 -0.00995665
internal_weight=0 3100 590 569 546 516 495 472 448 428 388 284 104 79 59 264 244 219 194 173 144 115 74 2510 2448 62 2426 79 2347 52
internal_count=3121 3100 590 569 546 516 495 472 448 428 388 284 104 79 59 264 244 219 194 173 144 115 74 2510 2448 62 2426 79 2347 52
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=31
num_cat=0
split_feature=473 16 43 399 12 148 149 149 43 1 97 34 8 0 12 16 38 4 4 4 51 0 3 4 403 403 4 43 0 0
split_gain=0.231952 0.332166 0.608515 0.29028 0.57385 0.294397 0.314119 0.780721 0.795901 0.66486 0.350356 0.473441 0.465458 0.406835 0.681791 1.53829 0.889686 0.426747 0.891037 0.440905 1.52262 0.4569 1.48871 2.60805 0.707529 1.39575 0.706876 0.903938 0.613274 1.08502
threshold=-0.072684999999999986 0.63636000000000015 -0.053764999999999993 0.10520000000000002 0.095780000000000018 0.10090000000000002 0.08618000000000002 0.07770500000000001 -0.54673999999999989 0.11353000000000001 -0.086244999999999988 -0.085114999999999982 0.097795000000000007 0.18019500000000002 -0.12529499999999996 -0.45661999999999997 0.095410000000000009 -0.52556499999999995 -0.50940999999999981 -0.39518999999999993 -0.047599999999999996 -0.066089999999999996 -0.026224999999999995 0.10528000000000001 -0.054954999999999997 -0.10393999999999999 -0.15289999999999995 0.062770000000000006 -0.071719999999999992 -0.072594999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 7 8 -2 -8 -10 -12 13 14 15 -13 -17 -16 -19 20 -20 28 24 -24 25 -23 -26 -28 29 -21
right_child=1 2 -4 4 -6 -7 9 -9 10 -11 11 12 -14 -15 17 16 -18 18 19 21 -22 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=0.0094058045974144567 -0.019556582958570549 0.0047989702632185074 -0.018214795234854576 -0.0039537909720093007 0.019450613246722658 0.010965407422433298 -0.017315827328110895 0.018337654970262362 0.01285150938977798 0.004853887033338348 -0.011054913519929425 -0.012252558466224445 0.015240196874510732 -0.011852474484978053 0.012317980591345716 0.033677622303366662 0.0054931841968070896 -0.018739488391348948 -0.0031847861270291795 4.6461965653753209e-06 0.023467639755621994 0.0029524919153614479 -0.034230948332697152 0.0018916412409985574 0.016911840747142661 -0.029138041077100715 0.0026626906554068786 -0.018908940179442821 0.0068434477620735561 -0.019814371942941632
leaf_weight=26 21 20 27 20 22 24 31 23 21 24 39 21 20 29 27 24 21 26 58 2053 34 33 39 41 29 23 166 22 129 28
leaf_count=26 21 20 27 20 22 24 31 23 21 24 39 21 20 29 27 24 21 26 58 2053 34 33 39 41 29 23 166 22 129 28
internal_value=0 -7.90149e-05 -0.0084217 4.9629e-05 0.00830566 -6.57247e-05 -0.000154506 -1.38165e-05 -0.000159162 -0.00764177 -1.78699e-05 -0.000112299 3.88739e-05 -6.95907e-05 5.35901e-05 0.0100957 0.0205249 -0.000191158 -0.000317136 -0.000136729 0.00666502 -0.000380881 -0.00372164 -0.0157181 -0.000206188 -0.0102275 0.00237997 0.000138351 0.000152733 -0.00026202
internal_weight=0 3095 47 3048 42 3006 2982 2927 2904 55 2883 2862 2823 2803 2774 66 45 2708 2681 2655 92 2563 353 80 273 56 217 188 2210 2081
internal_count=3121 3095 47 3048 42 3006 2982 2927 2904 55 2883 2862 2823 2803 2774 66 45 2708 2681 2655 92 2563 353 80 273 56 217 188 2210 2081
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=31
num_cat=0
split_feature=3 45 11 9 33 34 13 9 12 39 3 1 49 52 42 48 2 0 40 40 11 52 12 11 2 1443 14 3 11 49
split_gain=0.240254 0.287604 0.660507 0.317868 0.444847 0.441815 0.794442 0.533258 0.365671 0.467147 0.556827 0.456038 0.742145 1.47823 0.617729 0.853854 0.747608 1.01938 0.49155 0.626855 0.42173 1.20479 0.703512 0.625586 2.17036 0.737315 0.607552 0.881288 0.757436 0.751688
threshold=0.63141500000000017 -0.067109999999999989 -0.014494999999999999 0.092890000000000014 0.086945000000000008 -0.072169999999999984 -0.0093149999999999986 -0.085744999999999988 0.22926500000000002 0.11365500000000002 0.0068900000000000012 0.11669000000000002 0.14233500000000002 0.13389000000000004 0.090395000000000017 0.016865000000000002 0.13622000000000004 -0.050684999999999994 -0.089249999999999982 -0.082294999999999993 0.086080000000000018 -0.046924999999999988 0.095330000000000012 0.079915000000000014 0.098260000000000014 0.090755000000000016 0.07913000000000002 0.048265000000000009 1.0000000180025095e-35 -0.18481499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 9 11 -11 18 13 14 15 16 17 -13 -7 -20 23 22 -22 25 -25 26 28 -28 29 -21
right_child=-2 2 3 -5 -6 8 -8 -9 -10 10 -12 12 -14 -15 -16 -17 -18 -19 19 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.011877376004122198 -0.010182761433331864 0.01782757948551859 -0.011880932054059073 -0.0091806690863056768 0.013428758323192597 -0.014654044053800728 -0.024703790454659612 0.0098961489761005272 0.012021294569310087 -0.022386124134063722 -0.00098435946236995436 0.039563365816138688 -0.0091504801393431767 0.029576276272535326 -0.0038718930842793161 -0.0044952392152377537 0.0028267205843041021 0.0080180478681411062 0.014164595834670529 -0.016841563270785488 0.015637264192281737 -0.024549383256170485 -0.0064521709436160994 0.02724932822166011 -0.014123914976205146 -0.016559261490625362 -0.027005104534327987 0.0026813944894820453 0.016328051365141212 0.00025770024254813449
leaf_weight=20 23 21 22 37 25 23 20 23 26 20 31 20 34 25 68 35 31 21 31 26 21 27 46 32 21 27 20 20 29 2296
leaf_count=20 23 21 22 37 25 23 20 23 26 20 31 20 34 25 68 35 31 21 31 26 21 27 46 32 21 27 20 20 29 2296
internal_value=0 7.55983e-05 0.000153265 3.18521e-05 0.000144721 3.38356e-05 -0.00812069 -0.000750424 0.000214738 0.000109032 -0.00937721 0.000278607 0.0045083 0.0068303 0.00358087 0.00831721 0.0145455 0.023406 -9.93038e-05 2.96481e-05 -0.000141184 -0.00671543 0.000471383 0.000108909 0.0108562 -0.000126659 5.89036e-05 -0.0121619 0.000266828 6.62356e-05
internal_weight=0 3098 3078 3057 3020 2995 65 45 2930 2904 51 2853 234 200 175 107 72 41 2619 2596 2565 94 67 2471 53 2418 2391 40 2351 2322
internal_count=3121 3098 3078 3057 3020 2995 65 45 2930 2904 51 2853 234 200 175 107 72 41 2619 2596 2565 94 67 2471 53 2418 2391 40 2351 2322
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=31
num_cat=0
split_feature=50 475 15 159 50 1455 483 50 13 4 50 128 12 1 4 49 1446 1209 52 50 1 3 1 1203 2 1429 51 403 481 1
split_gain=0.231039 0.78362 0.803028 0.9772 0.487953 0.438084 0.583486 0.449116 1.02373 0.706516 0.591543 0.667935 0.747193 1.63102 0.793069 0.672024 0.660251 0.642538 0.640673 0.636458 0.809292 0.474578 0.893507 2.76947 1.16316 0.91442 1.33917 0.910336 0.886129 0.947212
threshold=0.11875500000000001 -0.082549999999999998 -0.0079099999999999986 -0.39962499999999995 0.11700000000000001 0.10582500000000002 -0.070279999999999981 0.10672000000000002 -0.01163 -0.078439999999999996 0.089465000000000017 0.09585500000000001 0.091085000000000013 0.090740000000000015 -0.016304999999999997 0.084945000000000007 0.11483500000000001 -0.094304999999999986 -1.0000000180025095e-35 0.083090000000000011 0.088305000000000008 -0.0049599999999999991 0.077565000000000009 0.084795000000000023 0.081685000000000021 0.084485000000000018 -0.084114999999999981 -0.085444999999999979 -0.08452999999999998 0.085475000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 7 -7 10 9 -9 16 12 14 -14 18 -16 17 -1 -12 21 -21 22 24 27 -19 -26 -27 -24 -29 -30
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 11 -13 13 -15 15 -17 -18 19 -20 20 -22 -23 23 -25 25 26 -28 28 29 -31
leaf_value=-0.017498464554193474 0.013272881969654314 0.0078194971299294768 -0.018543238918750714 -0.010797437008912281 0.013591898984655185 -0.0032829814450815323 0.019252525056125944 0.015566881090635434 -0.02320599373671468 -0.0056789496810072003 -0.017950853785838595 -0.0074435099904589797 0.040306335883215076 0.0034391767490888018 0.020790462962218693 -0.00093548765871673831 -0.017884347907134467 0.020786312345132632 0.0032949226140044628 0.00035105752335353336 0.024484948534518481 0.0026210495483737686 -0.022272953276178273 -0.040552062056958681 -0.00046751287276225266 0.029265708992114437 0.00098156268767854004 -0.021699944032694807 0.015752981831469844 -0.0022146862239643158
leaf_weight=21 24 54 39 59 27 20 27 20 27 72 22 34 20 30 35 24 21 28 40 33 24 486 23 20 1217 26 47 22 31 548
leaf_count=21 24 54 39 59 27 20 27 20 27 72 22 34 20 30 35 24 21 28 40 33 24 486 23 20 1217 26 47 22 31 548
internal_value=0 -0.00351951 -0.00617094 -0.00190085 0.000210334 8.65154e-05 0.00966295 -7.02566e-05 -0.00608495 -0.00106029 0.000189826 0.00535764 0.00790289 0.018186 0.00365366 0.0119528 -0.000226114 -7.9312e-05 -0.0042439 6.67168e-05 0.0105127 -0.000176511 -0.000869484 -0.0039224 0.000622227 0.000184557 0.0110554 -0.00274837 -0.00200117 -0.00125269
internal_weight=0 176 152 113 2945 2918 47 2871 119 92 2752 205 171 50 121 59 2547 2526 62 2505 57 2448 1962 644 1318 1290 73 624 601 579
internal_count=3121 176 152 113 2945 2918 47 2871 119 92 2752 205 171 50 121 59 2547 2526 62 2505 57 2448 1962 644 1318 1290 73 624 601 579
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=31
num_cat=0
split_feature=1429 1429 1425 156 49 475 15 132 0 14 2 15 15 1 1 2 0 0 0 2 0 3 15 2 2 39 4 4 42 149
split_gain=0.24529 0.591159 0.612475 0.55649 0.424852 0.364478 0.302157 0.807293 0.840298 0.979774 1.71847 0.636984 0.80663 0.984587 2.41906 1.19931 1.32326 0.629832 0.565244 1.21924 0.714513 0.739968 0.639271 0.558469 0.526137 0.840395 0.882527 1.05919 0.834367 0.48529
threshold=-0.08262499999999999 -0.047929999999999993 0.084030000000000007 0.095075000000000007 0.086815000000000017 0.093020000000000005 -0.11033999999999998 -0.083284999999999984 -0.043914999999999989 -0.36617499999999997 -0.080614999999999978 -0.094329999999999983 -0.095244999999999982 0.087325000000000014 0.096575000000000008 0.088665000000000008 -0.097024999999999986 -0.11013499999999998 -0.081459999999999991 0.13622000000000004 -0.092404999999999973 -0.080884999999999985 -0.14809499999999998 0.092875000000000013 0.086285000000000014 0.089130000000000015 0.42642000000000008 0.26450500000000005 0.088575000000000015 0.079000000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 7 23 18 -10 -11 12 13 15 -15 -8 -17 -16 20 -20 21 -9 -22 -3 28 26 27 -26 -23 -13
right_child=1 5 -4 -5 -6 -7 11 8 9 10 -12 29 -14 14 17 16 -18 -19 19 -21 22 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.02305947452444922 -0.022936526151454969 0.0036726997885853058 0.00014132038163750069 -0.0028087391742571658 0.0029214460914954547 0.012849509426053951 -0.032652312405407433 0.013678652167385608 0.0044850093350317834 0.00155868449062109 -0.035519235789775852 -0.00031513886300585733 -0.024415152524703776 0.029537517070770264 0.0024324245192110538 -0.018044044462771254 0.014074953428834028 -0.022664034353801984 0.027718735755317744 -0.00093504686303662538 -0.016553306287607632 0.020027027322600286 0.0052913961510750512 0.027021614506485915 0.0070510166506163588 -0.018023025444875072 0.015349107125075534 -0.01656787899901738 -0.0059622039397557586 0.0095486127543171831
leaf_weight=22 23 20 23 42 20 22 20 57 37 25 25 2269 22 25 20 29 23 20 27 33 37 30 21 21 39 28 32 37 21 51
leaf_count=22 23 20 23 42 20 22 20 57 37 25 25 2269 22 25 20 29 23 20 27 33 37 30 21 21 39 28 32 37 21 51
internal_value=0 -0.000147438 -0.0113976 0.0053306 0.0134699 2.55832e-05 -6.94408e-05 0.00219965 0.000973097 -0.00785136 -0.0169803 -0.00051795 -0.00664105 -0.00378682 0.00513547 -0.0118417 -0.00383756 -0.0101158 0.00309389 0.0119592 0.00133258 0.00370407 -0.00864402 0.0156319 0.000663687 -0.00258452 0.00141805 -0.00444766 0.00932558 -9.83064e-05
internal_weight=0 3037 46 84 42 2991 2969 490 449 87 50 2479 159 137 65 72 52 40 362 60 302 244 58 41 187 136 108 76 51 2320
internal_count=3121 3037 46 84 42 2991 2969 490 449 87 50 2479 159 137 65 72 52 40 362 60 302 244 58 41 187 136 108 76 51 2320
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=31
num_cat=0
split_feature=3 16 1210 160 1443 3 129 43 481 132 43 43 0 12 0 12 12 1 1 133 1 4 3 150 4 132 13 0 1213 52
split_gain=0.245732 0.268146 0.651401 0.64475 0.802506 0.572821 1.10364 0.847491 0.660285 0.62646 0.951259 1.32418 0.638794 0.779434 0.619686 0.588228 0.859747 1.04693 2.02995 1.16519 1.06505 1.23537 0.827909 0.652948 0.593009 0.554373 0.461029 0.447794 0.70396 0.428277
threshold=0.63141500000000017 -0.088704999999999992 -0.080859999999999974 -0.55323499999999981 0.091740000000000016 -0.091869999999999993 0.085395000000000013 0.035560000000000008 -0.079764999999999989 -0.08101499999999999 0.062770000000000006 0.10915000000000001 -0.081094999999999987 -0.081419999999999979 -0.067624999999999977 0.097145000000000023 0.092465000000000006 0.089875000000000024 0.09697500000000002 -0.14643999999999999 0.10374500000000002 0.2623950000000001 0.086245000000000016 0.11614000000000001 0.41816000000000003 0.090440000000000006 -0.041739999999999992 -0.085034999999999986 -0.017214999999999998 0.5140450000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 29 6 7 25 -7 -10 12 -12 15 -14 -15 16 17 19 -19 -11 -20 -22 27 24 -23 -4 -13 28 -21 -5
right_child=-2 3 5 4 -6 8 -8 -9 9 10 11 26 13 14 -16 -17 -18 18 20 22 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.017792920995270835 -0.010298189002534618 -0.016482300035655498 0.0021247438688793883 -0.00028869957317882429 0.019122950236002606 0.016123666960629637 0.027767705633526759 0.015921250434640127 0.0091786920424181458 0.010917020170018077 -0.032400642911141572 0.00046860130046898468 0.022432738384948331 0.014278245821002533 -0.007523762308846927 -0.015532060102227012 0.018233133834260312 0.029123294401775909 -0.021517163869880496 0.011336174979805947 0.023808752664405367 -0.019585697579642999 -0.027980313483964316 0.011987547065924717 -0.00086438386206282307 -0.016300115985795855 -0.017349951285868883 -0.020386481042739685 -0.0083207051937450784 -0.0090734001641210767
leaf_weight=24 23 25 89 2105 21 24 21 39 58 32 22 53 26 22 32 28 23 27 21 22 23 23 22 27 64 20 20 22 106 57
leaf_count=24 23 25 89 2105 21 24 21 39 58 32 22 53 26 22 32 28 23 27 21 22 23 23 22 27 64 20 20 22 106 57
internal_value=0 7.64552e-05 0.00154183 -0.000514208 -0.00033134 0.00109146 0.0063145 0.00327046 -0.000174965 -0.000756194 -0.00169314 -0.0108945 -1.21253e-05 0.00820765 0.00135854 -0.00150663 -0.000553446 -0.00166422 0.00378347 -0.00660453 -0.000546753 0.00266769 -0.00986435 -0.00159761 -0.0058137 -0.00125596 -0.00441319 -0.00720734 -0.00494218 -0.000520304
internal_weight=0 3098 890 2208 2183 866 169 148 697 673 615 95 520 80 54 440 412 389 185 204 158 137 172 114 87 109 73 150 128 2162
internal_count=3121 3098 890 2208 2183 866 169 148 697 673 615 95 520 80 54 440 412 389 185 204 158 137 172 114 87 109 73 150 128 2162
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=31
num_cat=0
split_feature=394 394 393 129 129 42 13 133 11 2 10 43 16 1177 1186 43 129 11 129 43 454 0 0 16 1212 156 43 3 13 0
split_gain=0.235927 0.412436 0.237599 0.671486 0.968658 0.546141 0.678388 0.486733 0.411747 0.432546 0.397575 1.30853 0.456018 0.281745 0.385724 0.311541 0.357783 0.498302 0.397266 0.370701 0.862538 0.665237 0.911438 0.906076 0.728995 0.631159 0.628851 0.582801 1.39032 1.34931
threshold=-0.3110699999999999 -0.14900999999999998 0.083910000000000012 0.089710000000000012 0.085885000000000017 -0.018024999999999996 -0.0018299999999999998 -0.016679999999999997 -0.014494999999999999 0.31358000000000003 -0.0093599999999999985 -0.085154999999999995 -0.090344999999999995 -0.083384999999999973 0.0044650000000000011 -0.54673999999999989 0.11343000000000002 0.10458500000000001 0.10596500000000002 -0.082389999999999977 0.085470000000000004 -0.10011499999999998 -0.14226499999999997 -0.14322499999999996 0.091580000000000009 0.088080000000000006 -0.082144999999999982 -0.080104999999999996 -0.15416999999999995 -0.099059999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 4 5 6 -4 -7 -3 10 11 -10 -13 -12 15 -15 17 18 19 21 26 22 -17 -23 25 -25 -21 28 -28 -30
right_child=1 2 3 -5 -6 7 -8 -9 9 -11 13 12 -14 14 -16 16 -18 -19 -20 20 -22 23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.010319090166806499 -0.014039910581362034 -0.014468428008258344 0.026000973914882972 0.01890406095981598 -0.019176778974942865 -0.013950642324717983 0.0020364823539879315 0.0067005202919244765 -0.02794063043865291 0.011491325561655686 0.011838938351720571 0.009067787205980669 -0.0072756240328185661 -0.012372765969485045 -0.01035649728008947 0.0039503821354035448 -0.012848373376099127 0.015980919433932286 0.013837653979481685 -0.017654338904789516 -0.019923015675790932 0.019599303579889239 -0.016066620275378227 0.0019442548095196157 -0.014052009627294654 0.013244240742854097 -0.026532098084040313 0.0012292547802713191 0.012823738346341998 -0.0027797851368759892
leaf_weight=22 21 20 21 25 20 21 27 25 22 32 20 31 38 20 36 46 21 20 21 21 23 32 45 488 26 55 23 1113 60 726
leaf_count=22 21 20 21 25 20 21 27 25 22 32 20 31 38 20 36 46 21 20 21 21 23 32 45 488 26 55 23 1113 60 726
internal_value=0 -7.32558e-05 2.20332e-05 0.00406202 0.000807188 0.0050591 0.0125209 -0.00272718 -0.000169038 -7.10634e-05 -0.000199223 -0.00670402 6.7068e-05 1.24856e-05 -7.27194e-05 6.23959e-05 0.000153831 0.000254997 0.000137595 2.93555e-05 -0.000671286 0.00201991 -0.00594814 0.00322638 0.00230558 0.00308882 -0.000443396 -0.000255347 -0.00229782 -0.00158868
internal_weight=0 3099 3078 139 114 94 48 46 2939 2919 2887 91 69 2796 2776 2740 2720 2699 2679 2658 1966 692 91 601 569 543 1943 1922 809 786
internal_count=3121 3099 3078 139 114 94 48 46 2939 2919 2887 91 69 2796 2776 2740 2720 2699 2679 2658 1966 692 91 601 569 543 1943 1922 809 786
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=31
num_cat=0
split_feature=1185 1186 1186 391 394 16 130 3 2 13 1447 158 1447 480 483 15 149 484 15 159 52 0 15 15 151 49 12 1 52 1429
split_gain=0.227431 0.264398 0.571974 0.433254 0.434015 1.14443 0.439932 0.673527 0.466251 0.318692 0.596941 0.576031 0.559359 0.857447 0.746683 1.61048 0.644442 0.681116 1.75593 1.12917 1.30167 0.809647 2.35185 1.08937 0.836656 1.10414 0.835121 0.758515 1.67933 0.715071
threshold=0.089620000000000019 0.088465000000000016 0.084720000000000004 -0.077824999999999991 -0.082159999999999997 -0.083539999999999989 -0.077479999999999979 -0.049509999999999992 0.088555000000000009 -0.066634999999999986 -0.084549999999999986 0.12632500000000005 -0.074869999999999978 0.10344000000000002 0.085835000000000009 -0.077219999999999983 0.078320000000000015 -0.070054999999999992 -1.0000000180025095e-35 -0.11624 0.51734000000000002 -0.16360999999999995 -1.0000000180025095e-35 -0.040439999999999997 -0.091299999999999978 -0.085174999999999987 -0.090609999999999982 0.088975000000000012 -0.061194999999999992 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 -6 -8 -11 12 -12 14 16 -16 17 18 -14 20 -19 22 23 27 -23 -26 -27 -21 -29 -28
right_child=-2 -3 -4 4 6 -7 9 -9 -10 10 11 -13 13 -15 15 -17 -18 19 -20 21 -22 24 -24 -25 25 26 29 28 -30 -31
leaf_value=0.012493367620778306 0.0074919392484662246 -0.0084996884260830057 0.015381584937980128 -0.00020725962438577442 0.0062823942047543829 -0.026325565633242544 0.00077333299658009671 -0.0080402338710289616 0.024147440240319288 -0.015548364643071747 0.015821574460715054 -0.017090482950549237 0.0051933852145642362 -0.020166008563145349 -0.0097975331705085766 0.026564963084870372 -0.016751387686683581 0.033255242418852596 -0.034926443019721774 -0.011403703223913909 0.0010103111666056419 0.016042610235512258 0.035450866314299077 -0.020917027923278514 -0.024631874364885419 -0.017111820477460113 -0.00068703506862107682 0.034516698382794857 -0.0016239190991553997 -0.013363636479257269
leaf_weight=27 40 37 24 62 48 23 1466 23 21 29 20 22 24 23 21 29 26 21 20 20 31 25 23 20 22 35 836 20 36 47
leaf_count=27 40 37 24 62 48 23 1466 23 21 29 20 22 24 23 21 29 26 21 20 20 31 25 23 20 22 35 836 20 36 47
internal_value=0 -9.72663e-05 4.86562e-06 -0.000117333 -0.000231095 -0.00727457 -2.52166e-05 0.00677963 0.0117196 -0.000247534 -0.00135612 -0.00104456 -0.000772801 -0.00103229 -0.000681912 0.0112927 -0.00117837 -0.000835239 -0.0130429 -0.000362407 0.0140323 -0.00105293 0.00672965 -0.000151476 -0.00201264 -0.00249284 -0.00196227 0.00531314 0.0112834 -0.00136178
internal_weight=0 3081 3044 3020 2993 85 2908 92 69 2816 1350 1321 1299 1279 1256 50 1206 1180 44 1136 52 1084 119 96 965 940 918 76 56 883
internal_count=3121 3081 3044 3020 2993 85 2908 92 69 2816 1350 1321 1299 1279 1256 50 1206 1180 44 1136 52 1084 119 96 965 940 918 76 56 883
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=31
num_cat=0
split_feature=50 3 1 1 159 2 12 474 50 50 1446 128 403 50 159 481 1208 1209 43 1184 1428 52 1429 1425 155 1447 1447 43 481 1447
split_gain=0.248292 0.567 2.17801 0.702253 0.598508 0.563681 0.962205 0.632768 0.514449 0.576149 0.5749 0.57256 0.454474 0.449918 0.664002 0.510798 0.440993 0.767127 0.437221 0.403121 0.366451 0.512389 0.631255 0.606517 0.53208 0.420522 1.50849 0.754602 0.668592 0.630491
threshold=0.10672000000000002 -0.042499999999999989 0.10205500000000002 0.11103500000000001 -0.081299999999999997 0.095195000000000016 0.097145000000000023 0.087745000000000017 0.089465000000000017 0.088535000000000016 0.11483500000000001 0.10670500000000001 -0.071919999999999984 0.091130000000000017 -0.038439999999999995 -0.08130999999999998 1.0000000180025095e-35 0.10691500000000002 -0.085594999999999991 0.083155000000000021 -0.020064999999999996 -0.56176499999999996 -0.13895999999999997 0.08209000000000001 0.12862000000000004 -0.086059999999999984 -0.085539999999999991 -0.04890499999999999 0.0028200000000000005 -0.083354999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 5 -4 7 -7 12 9 10 16 13 -2 -10 15 -15 19 -18 -14 20 -1 24 -23 25 -22 27 -27 -24 29 -28
right_child=1 2 4 -5 -6 6 -8 -9 11 -11 -12 -13 18 14 -16 -17 17 -19 -20 -21 21 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.01017671730563355 0.011092073271389712 -0.038485136236995461 0.013916360570583493 0.016683429479598999 -0.0081355676200473692 0.01826536066364497 -0.0064546298806465443 -0.017890156066465764 0.016911153347432813 -0.016572860406623001 -0.015680398589567001 -0.0090694818757474423 0.0072237363904714587 0.0029823493119329214 4.3822867330163719e-05 0.024621003183225791 0.023015814509404743 -1.0972279004561597e-05 -0.0076393611174027784 0.010497521327084139 0.022191582826365318 0.014996143037246334 -0.0028396293467486777 -0.014509560559332994 -0.00031936240737282092 -0.027752832286059861 0.013339654960189807 0.020391597315082673 0.013961692289872605 -0.00058760688493072577
leaf_weight=36 22 20 20 22 32 32 31 31 37 21 23 25 25 20 100 24 23 39 95 36 21 27 29 30 21 20 33 27 33 2166
leaf_count=36 22 20 20 22 32 32 31 31 37 21 23 25 25 20 100 24 23 39 95 36 21 27 29 30 21 20 33 27 33 2166
internal_value=0 -0.00259393 -0.0104405 -0.000404192 0.000345943 -0.00199711 0.00610156 -0.00494633 0.000306698 -7.65623e-05 5.85478e-05 0.00511606 -0.00212057 0.00707539 0.00454815 0.0147853 0.00020101 0.00853122 -0.00454288 -7.32965e-06 -0.000162129 -1.2347e-05 -0.00020678 -0.000382349 0.0109361 -0.00019872 -0.000411576 0.00836114 -0.000166582 -0.000378603
internal_weight=0 330 72 258 52 236 63 173 2791 2585 2564 206 142 181 144 44 2541 62 120 2479 2443 2407 2365 2338 42 2308 2252 56 2232 2199
internal_count=3121 330 72 258 52 236 63 173 2791 2585 2564 206 142 181 144 44 2541 62 120 2479 2443 2407 2365 2338 42 2308 2252 56 2232 2199
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=31
num_cat=0
split_feature=403 3 42 15 1208 1208 1209 402 402 4 0 52 133 133 401 43 402 402 2 12 13 42 42 42 13 12 160 42 1213 0
split_gain=0.22546 1.20783 1.71598 0.934283 0.356889 0.528118 0.335733 0.259396 1.1011 0.881194 0.537266 0.50367 0.485171 1.0043 0.847339 0.445963 0.426327 0.374913 0.415897 0.373575 0.4875 0.339332 0.650911 1.09338 0.796706 0.758918 0.646876 0.503629 0.489873 0.691015
threshold=-0.53101999999999994 -0.086049999999999988 0.11603500000000001 0.087685000000000013 1.0000000180025095e-35 0.106285 0.11155000000000002 0.095140000000000016 0.10052500000000002 -0.58204499999999992 -0.091069999999999984 -0.037344999999999996 -0.062749999999999986 -0.14169499999999999 0.11683 -0.53814999999999991 0.091530000000000014 0.089460000000000026 0.31765000000000004 -0.12529499999999996 -0.40078499999999995 0.11551500000000002 0.094365000000000018 0.092395000000000019 -0.070304999999999992 0.096830000000000013 -1.0000000180025095e-35 0.091735000000000025 -0.021674999999999996 -0.055064999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 -6 -4 9 -9 -2 -10 -12 13 -13 -14 -11 17 18 19 20 -17 22 23 27 25 -24 -25 -21 -23 -30
right_child=4 2 6 -5 5 -7 -8 8 10 15 11 12 14 -15 -16 16 -18 -19 -20 21 -22 28 24 26 -26 -27 -28 -29 29 -31
leaf_value=0.013827649938563506 -0.018923844181001188 -0.010239672102034093 0.013302479161648079 -0.040439645427395587 0.021090451796771961 -0.0011283554825121942 -0.0050205453485250478 0.02080082810979577 -0.009357148291391516 0.01323116245865822 0.017688944532225529 -0.0042283950987621211 -0.022536662034690381 0.019539604608144148 0.0034033955759642759 -0.0035944896883198193 -0.0140504639595747 0.013236289950353759 -0.014195080797764518 -0.00029258942390411895 0.016013838134676918 0.0087550586278666749 0.0048279552463928515 -0.0012952122806260983 0.01413021875274326 -0.0099025241471827046 -0.020427955718315752 0.013453760808678689 -0.012482475170344558 0.0039194887252272789
leaf_weight=27 25 21 20 20 20 23 20 31 43 25 21 40 20 32 34 21 22 21 21 2070 32 22 157 30 67 45 43 27 84 37
leaf_count=27 25 21 20 20 20 23 20 31 43 25 21 40 20 32 34 21 22 21 21 2070 32 22 157 30 67 45 43 27 84 37
internal_value=0 -0.00448927 -0.0105949 -0.0249714 0.000160916 0.00920597 0.00414097 2.9961e-05 0.00332602 -0.000235018 0.000474864 0.0033509 0.00096122 0.00633516 -0.00620403 -6.34984e-05 -0.000186643 -7.27077e-05 -0.000177937 -6.62254e-05 0.0082445 -0.000236817 4.07679e-05 -0.000534409 0.00468067 0.00154641 -0.0125652 -0.000115598 -0.0049713 -0.007467
internal_weight=0 108 81 41 3013 43 40 2970 221 2749 190 147 126 72 54 2724 2699 2677 2656 2635 53 2582 2439 2170 269 202 73 2097 143 121
internal_count=3121 108 81 41 3013 43 40 2970 221 2749 190 147 126 72 54 2724 2699 2677 2656 2635 53 2582 2439 2170 269 202 73 2097 143 121
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=31
num_cat=0
split_feature=3 149 3 4 16 105 12 48 48 0 49 48 51 48 42 150 3 47 0 0 1425 1425 14 1 8 14 3 13 3 52
split_gain=0.219869 0.241855 1.91923 0.885825 0.634895 0.584777 0.283302 0.255689 0.980357 0.747639 0.717568 0.590394 1.64464 0.895901 0.789128 0.626483 1.41397 0.786886 0.513864 0.511437 0.374836 0.482 0.388891 0.442623 0.850771 0.390006 0.518273 1.72099 1.0574 0.592878
threshold=0.63141500000000017 0.079000000000000015 -0.086049999999999988 -0.55119499999999988 -0.36241499999999999 0.079510000000000011 -0.23059999999999997 0.13438000000000003 0.11247500000000001 -0.070889999999999995 0.036705000000000008 0.10255000000000002 0.0038750000000000004 0.092205000000000023 0.082250000000000004 0.094365000000000018 -0.012939999999999998 0.084210000000000021 -0.084384999999999988 -0.14051499999999997 0.10129000000000002 0.08789000000000001 -0.47013499999999991 0.14804000000000003 0.089545000000000013 -0.41348999999999997 0.12745000000000004 -0.16152999999999998 0.11296500000000002 -0.063789999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 6 -5 8 11 19 -10 13 14 20 -13 16 17 18 -15 -9 21 22 -8 24 25 -24 27 -27 -29 -28
right_child=-2 2 4 5 -6 -7 7 9 10 -11 -12 12 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 29 28 -30 -31
leaf_value=-0.018102499442519966 -0.009741182042204817 0.029129691546161969 0.0057886999266754304 0.010045135817651091 -0.015703031206848444 -0.016536500233979453 0.011776130311880951 -0.0093520793979140846 0.024148924277035584 -0.020614762296495233 0.0027366227333379145 0.011876229036214023 -0.032517991973353283 -0.0044690470620989799 -0.01089910210475864 0.022355588081364449 -0.014564394785298241 0.029138204455375672 0.015806345432996749 0.011974795276056166 -0.011670713273010084 0.015050377279874825 -0.011230821677600034 0.011586553720577111 -0.020014761631715706 -0.028860309779910106 -0.0033896376341581349 0.00011758970323525109 -0.020161130995704577 0.016241215837653727
leaf_weight=27 23 24 28 29 27 21 27 22 29 23 34 29 21 25 32 26 27 20 25 23 28 21 32 31 22 21 25 2333 26 40
leaf_count=27 23 24 28 29 27 21 27 22 29 23 34 29 21 25 32 26 27 20 25 23 28 21 32 31 22 21 25 2333 26 40
internal_value=0 7.23199e-05 0.00553436 -7.06085e-05 -0.00476179 9.21124e-05 0.000209649 0.000112698 0.000256097 -0.00594801 0.0125931 -2.03988e-05 -0.00838096 0.000230816 -7.14857e-05 0.00857076 0.00487585 0.0123742 0.00566865 0.00154832 -0.000162819 -3.78301e-05 -0.000161746 -0.000289146 -0.000436464 -0.000262575 -0.000119023 -0.00035963 -0.000105915 0.00869089
internal_weight=0 3098 79 3019 55 2992 2971 2942 2874 68 63 2811 82 2729 61 123 97 70 50 45 2606 2578 2557 2530 2499 2477 2445 2380 2359 65
internal_count=3121 3098 79 3019 55 2992 2971 2942 2874 68 63 2811 82 2729 61 123 97 70 50 45 2606 2578 2557 2530 2499 2477 2445 2380 2359 65
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=31
num_cat=0
split_feature=471 1425 156 0 475 157 16 48 15 2 4 51 3 13 1420 3 47 1446 471 16 2 52 0 4 48 3 11 41 3 14
split_gain=0.22208 0.275554 0.391287 0.64365 0.430206 0.505987 0.363749 1.59193 3.1131 1.12754 1.94242 1.18061 0.82445 0.9258 0.80524 1.11469 0.953894 0.419211 0.749954 0.495212 1.00679 0.962723 0.911904 0.803246 0.542408 0.785513 0.591402 0.790011 1.23401 0.703418
threshold=0.10693500000000002 0.10129000000000002 0.11582500000000001 -0.072894999999999988 -0.24039999999999997 -0.071119999999999989 0.24134000000000003 0.091545000000000015 -0.047714999999999987 0.097220000000000015 -0.111605 -1.0000000180025095e-35 -0.076969999999999997 -0.00051499999999999994 -0.0018599999999999999 -0.070649999999999977 0.099265000000000006 0.111445 0.088960000000000025 0.15273500000000004 0.10444500000000002 -0.083374999999999991 0.16094000000000003 -0.39518999999999993 0.13723000000000002 0.11658 0.078065000000000009 0.079300000000000009 -0.15713499999999997 -0.46825999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 17 9 -9 10 -8 12 13 -11 -12 16 -16 18 19 22 21 -21 23 -1 26 -26 29 28 -28 -25
right_child=-2 -3 3 4 5 -7 7 8 -10 11 14 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.01698958897697074 0.010248953334632376 -0.0096068549342453492 -0.0095409418549388652 -0.0014349921473434993 0.0069221529519806306 0.026636530029708928 0.030817857801985857 0.0017956458308078624 -0.050257653445005414 0.017910858777712188 0.018241378804668786 -0.025291824558128912 -0.011303025326606903 -0.0055169308029517942 -0.028875713509374429 0.013047678159693113 -0.0020577047692818778 0.0091010921061612099 -0.017562336366002761 0.011476415981139456 0.026156450960446487 -0.014860604488817248 -0.018329426232311461 -0.018839788697659971 0.0020285444588146427 -0.025010406580709278 -0.00013688359733508981 -0.0013145120722280505 0.031661569989787849 -3.7728536037285621e-06
leaf_weight=28 21 30 20 21 30 23 26 27 20 31 20 27 55 37 21 26 36 52 24 35 22 23 27 20 22 21 23 48 26 2279
leaf_count=28 21 30 20 21 30 23 26 27 20 31 20 27 55 37 21 26 36 52 24 35 22 23 27 20 22 21 23 48 26 2279
internal_value=0 -6.94284e-05 2.37712e-05 0.00637608 0.010678 0.0154774 -0.000176873 -0.00332896 -0.0203547 -0.000460829 0.0063943 -0.00635624 -0.00219964 0.00516339 0.000229125 -0.00411118 -0.011938 0.000210894 3.29529e-05 0.000197012 0.00794153 0.00103243 -5.14093e-05 0.000148634 -4.47022e-05 -0.0111765 0.000155076 0.00780367 0.0167358 -0.000167636
internal_weight=0 3100 3070 94 74 53 2976 326 47 279 129 150 123 68 103 83 57 2650 2598 2574 80 58 2494 2467 2439 43 2396 97 49 2299
internal_count=3121 3100 3070 94 74 53 2976 326 47 279 129 150 123 68 103 83 57 2650 2598 2574 80 58 2494 2467 2439 43 2396 97 49 2299
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=31
num_cat=0
split_feature=473 16 399 12 399 391 42 400 43 1186 15 394 16 130 3 160 43 479 15 3 3 3 4 12 16 2 1 133 13 3
split_gain=0.234404 0.284445 0.259002 0.449529 0.26505 0.346548 0.422965 0.261091 0.336146 0.34001 0.944025 0.395389 0.871748 0.332277 0.665218 0.347151 0.433903 0.371785 0.329755 1.10228 3.4362 1.54021 1.42962 0.912568 1.61158 1.17184 0.818359 0.731507 1.30517 1.89893
threshold=-0.072684999999999986 0.64105000000000001 0.10520000000000002 0.095780000000000018 0.093190000000000009 -0.077824999999999991 -0.016354999999999998 1.0000000180025095e-35 -0.53814999999999991 0.084720000000000004 1.0000000180025095e-35 -0.083559999999999982 -0.083539999999999989 -0.077479999999999979 -0.049509999999999992 -0.54200499999999985 -0.011919999999999998 0.098570000000000005 -0.018314999999999994 0.10732000000000001 0.12745000000000004 -0.0025099999999999996 -0.036839999999999991 -0.010834999999999999 0.033715000000000009 -0.080614999999999978 0.089175000000000018 -0.071719999999999992 -0.089109999999999981 -0.088084999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 -7 11 -11 12 -10 14 -13 16 -15 18 -17 21 -21 23 26 24 -20 -25 -23 -27 29 -29
right_child=1 -3 3 -5 -6 7 -8 -9 9 10 -12 13 -14 15 -16 17 -18 -19 19 20 -22 22 -24 25 -26 27 -28 28 -30 -31
leaf_value=0.0094553823081346671 0.018626327376643364 -0.0086779783406343899 -0.0030243594944477084 0.017690279571847482 -0.0092801463940451225 -0.011126825798835074 0.00061429177289937806 0.0096563026102052807 -0.00078802447721553869 0.024401046866551042 -0.0063239424047060316 0.013102190658450127 -0.022626008187420665 0.01199901942908764 -0.0074469850115154099 0.00089819411684235431 -0.0030591785907745361 -0.010102104366971898 -0.03656787900719792 -0.043449305959045892 0.0016648420648450086 -0.0026624287121257812 0.035798132773488762 0.022926882687024773 0.0030957889765323627 0.0037648775197425804 0.021822168782819062 0.0004492616071365774 -0.0015526307567607916 -0.030364135948475451
leaf_weight=26 22 38 20 22 31 28 32 27 68 20 20 50 25 50 23 1247 31 39 20 25 52 43 20 20 21 212 20 40 789 40
leaf_count=26 22 38 20 22 31 28 32 27 68 20 20 50 25 50 23 1247 31 39 20 25 52 43 20 20 21 212 20 40 789 40
internal_value=0 -7.94313e-05 2.74528e-05 0.00782617 -8.1186e-05 1.43797e-05 0.00795253 -0.000131921 -0.000222958 -0.000116764 0.00903855 -0.00024594 -0.00665845 -2.84475e-05 0.00662779 -0.000210503 0.00623601 -0.000412267 -0.000264012 -0.00137712 -0.0129826 -0.000647635 0.0125051 -0.00160357 -0.0162523 -0.00105806 0.00511046 -0.00150182 -0.00278668 -0.0149574
internal_weight=0 3095 3057 42 3015 2984 54 2930 2903 2875 40 2835 93 2742 73 2669 81 2588 2549 1302 77 1225 83 1142 41 1101 63 1081 869 80
internal_count=3121 3095 3057 42 3015 2984 54 2930 2903 2875 40 2835 93 2742 73 2669 81 2588 2549 1302 77 1225 83 1142 41 1101 63 1081 869 80
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=31
num_cat=0
split_feature=0 1 0 151 49 151 52 15 12 1455 1429 52 1429 16 48 31 474 474 474 13 474 15 1375 150 1 1446 4 13 13 157
split_gain=0.227839 1.24109 0.678913 0.426604 1.36727 1.00357 0.407011 0.503352 0.567495 0.335875 0.324307 0.543627 0.475219 0.504737 0.422058 0.492086 0.379 1.70883 1.11287 0.980735 0.703326 1.13226 0.810365 0.724734 0.734978 0.678975 0.636394 0.567051 0.650454 0.623908
threshold=-0.24955499999999997 0.10538500000000002 -0.23194499999999998 0.084350000000000008 -0.15498999999999999 0.057610000000000008 -0.080979999999999983 -0.089024999999999979 0.087075000000000014 0.12033000000000001 -0.08262499999999999 -0.55061999999999989 -0.047929999999999993 0.51026500000000008 -0.091869999999999993 -0.084869999999999987 0.085500000000000007 0.086990000000000012 0.088125000000000009 -0.0025349999999999995 0.083855000000000013 -0.016799999999999995 -0.15308499999999997 0.10699000000000002 0.099195000000000019 0.11353000000000001 -0.033174999999999989 -0.07692499999999998 -0.085669999999999982 -0.077234999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 9 -6 -8 -9 10 11 -4 13 -12 -14 -16 20 -18 -19 26 22 -22 -17 25 -25 -24 -20 28 -28 -30
right_child=2 -3 3 4 6 -7 7 8 -10 -11 12 -13 14 -15 15 16 17 18 19 -21 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=0.024604491618546574 -0.016201836433118354 -0.0066658047152062267 -0.0076058333790570039 0.029078966801586961 0.012320498539053877 -0.02198843782146772 0.0094437419690869065 -0.019191605903208259 0.0028299793516370388 0.012865440086461606 -0.020418769400566819 0.011743184664058236 -0.012356808389137899 0.00055104202421551399 0.014548697128244067 0.016078101017046719 0.026868239720351995 -0.021861984543502331 0.015205792559399493 0.016040828137192875 0.0072894776720204392 -0.022537218948294011 6.31099403531405e-06 -0.026369392561415836 -0.0032667018240317702 -0.015944210836594856 -0.0081519499411418419 -0.015354151341823802 0.017651093778489481 -0.0049816208381560593
leaf_weight=22 26 30 20 21 23 21 22 25 22 20 24 53 28 22 23 30 28 20 21 44 20 35 2304 21 40 27 48 31 29 21
leaf_count=22 26 30 20 21 23 21 22 25 22 20 24 53 28 22 23 30 28 20 21 44 20 35 2304 21 40 27 48 31 29 21
internal_value=0 0.00656394 -0.000111217 2.62645e-05 0.00605541 -0.000206259 0.000800035 -0.00304012 -0.00888363 -4.90138e-05 -0.000138418 0.00644208 -0.000309006 -0.0103897 -0.000141601 -1.68651e-05 -0.000140075 0.00363713 0.000597541 0.00291296 -0.000509103 -0.0116911 -0.000255176 -0.000460024 -0.0112201 -0.000178444 -0.000937886 -0.00356593 0.000163001 0.00814535
internal_weight=0 52 3069 3043 113 2930 92 69 47 2909 2889 73 2816 46 2770 2742 2719 242 214 194 2477 55 2422 2392 61 2331 150 129 98 50
internal_count=3121 52 3069 3043 113 2930 92 69 47 2909 2889 73 2816 46 2770 2742 2719 242 214 194 2477 55 2422 2392 61 2331 150 129 98 50
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=31
num_cat=0
split_feature=402 12 3 3 43 133 0 52 3 50 133 16 0 3 13 16 43 403 1211 155 12 16 48 42 128 3 43 1456 52 133
split_gain=0.209688 0.8159 0.974985 0.640162 0.922286 0.527637 1.55079 1.14563 1.75268 0.78424 0.668097 1.02854 0.597616 0.519533 0.72712 0.480181 0.529955 0.418353 0.392637 0.387728 0.60937 0.420041 1.54735 1.73651 0.576054 0.514256 1.04007 0.880173 0.485884 0.778811
threshold=-0.020594999999999999 0.085250000000000006 -0.10023499999999998 -0.072624999999999981 0.016310000000000002 0.11667000000000001 -0.071719999999999992 0.039215000000000007 -0.086049999999999988 1.0000000180025095e-35 0.10622000000000002 -0.0087049999999999992 -0.084889999999999979 -0.079724999999999976 -0.061684999999999997 -0.088394999999999987 -0.095049999999999982 -0.41534499999999991 0.11789500000000001 0.11245500000000001 0.093965000000000007 0.24134000000000003 0.091545000000000015 0.09796500000000001 0.11876500000000001 -0.083344999999999989 -0.095589999999999994 -0.069024999999999989 -0.23375999999999997 0.087495000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 13 -5 10 7 8 -7 -8 18 12 -12 15 -15 -4 -17 -9 19 21 -21 24 23 25 28 26 -23 -27 29 -2
right_child=5 2 3 4 -6 6 9 17 -10 -11 11 -13 -14 14 -16 16 -18 -19 -20 20 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.016357266391640077 0.015954620404324184 -0.019645235475830056 0.014618476885582574 0.0052385948813305459 -0.021661957718431948 -0.0046929763387078827 -0.0015251892872832039 0.0059318948453157931 -0.043323472635044408 0.023195175187928338 0.031275941040366892 -0.0076333954403905767 0.0084692009828156896 0.0045954116134038362 0.025050552690401674 0.009589992919372339 -0.0050806188485441137 -0.010620249801109281 0.012797987120954889 0.015747899437127146 -0.00043611568942045177 0.0056219884072474784 -0.022678428358183459 0.023740339123643938 0.014999398510903121 0.017918782273218744 -0.02224146334353734 -0.0039674191209836075 -0.00056177539626669462 -0.0048461638142665228
leaf_weight=37 45 22 22 26 25 23 33 26 24 21 20 23 27 57 25 33 97 37 23 38 60 21 39 25 25 21 37 147 2032 30
leaf_count=37 45 22 22 26 25 23 33 26 24 21 20 23 27 57 25 33 97 37 23 38 60 21 39 25 25 21 37 147 2032 30
internal_value=0 0.00232889 0.000638169 0.00220391 -0.00794795 -0.00028849 -0.00579058 -0.0126038 -0.0244192 0.00808829 5.6838e-05 0.00969456 0.0181742 0.00441649 0.0108317 0.000955633 -0.00135654 -0.00378921 -0.000208455 -0.000327165 0.00583932 -0.000576676 -0.00414738 -0.00126805 -9.09801e-05 -0.00403446 -0.012153 -0.00123164 -0.000270031 0.00763431
internal_weight=0 344 307 285 51 2777 164 110 47 54 2613 70 47 234 82 152 130 63 2543 2520 98 2422 290 251 2132 226 58 168 2107 75
internal_count=3121 344 307 285 51 2777 164 110 47 54 2613 70 47 234 82 152 130 63 2543 2520 98 2422 290 251 2132 226 58 168 2107 75
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=31
num_cat=0
split_feature=1426 1426 158 158 160 52 52 42 15 1446 480 4 160 44 44 3 16 0 3 484 160 50 2 13 159 13 4 151 96 96
split_gain=0.209052 0.285235 0.328627 0.316862 0.720183 0.390951 0.597196 1.16513 1.39836 0.799128 0.738922 0.441855 0.475395 0.325271 0.393904 0.34121 0.76761 0.862879 0.60812 1.35652 2.34652 1.61836 1.36033 1.40129 0.953243 0.866461 0.665227 0.959665 0.654195 0.83157
threshold=-0.10090499999999998 -0.061919999999999996 -0.47460999999999992 -0.45617999999999997 0.010565000000000001 0.42957000000000006 0.26521500000000003 0.086665000000000006 -0.037864999999999989 0.037915000000000011 1.0000000180025095e-35 -0.010384999999999998 -0.51146999999999987 0.10049500000000001 1.0000000180025095e-35 0.32202000000000003 -0.11118499999999999 -0.12333499999999999 -0.0049599999999999991 0.087020000000000014 -0.080409999999999995 0.077805000000000013 0.086100000000000024 -1.0000000180025095e-35 0.10382000000000001 -0.16152999999999998 0.42642000000000008 0.015440000000000001 0.087370000000000017 0.083670000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 13 8 -8 10 -9 -7 -13 14 15 18 17 -17 25 20 -20 22 23 -22 -21 -5 27 -24 29 -27
right_child=1 2 3 5 -6 11 7 9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 19 24 21 -23 26 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0099437782895706959 -0.0091762930483502494 0.012500297730522497 0.0016765948918257513 -0.021040153689682484 -0.022662851754575969 0.015062883268627855 -0.0040026329755783081 -0.01810367760007028 -0.039478256995789711 0.015611029385278622 0.0048849230696415081 0.014315180182456972 -0.0040352495843156552 -0.012536965738981963 0.013589384652335536 -0.010871537750655856 -0.020381376086376038 0.016155844288212911 0.0312609588727355 -0.027437203309752724 0.0058411532875616108 -0.022277743887642157 0.0027298790056110279 0.032639675418613477 0.0013807970972266048 -0.00015449571686343281 0.016819517955183983 -0.014607780312116332 -0.018135418079182272 0.020330280344933272
leaf_weight=21 34 21 31 20 20 36 25 27 20 24 29 20 48 20 22 27 26 21 33 22 50 23 176 32 24 2165 25 39 20 20
leaf_count=21 34 21 31 20 20 36 25 27 20 24 29 20 48 20 22 27 26 21 33 22 50 23 176 32 24 2165 25 39 20 20
internal_value=0 -6.73611e-05 3.36512e-05 -5.23257e-05 -0.00786829 8.08119e-05 -0.00013596 -0.00689682 -0.0197696 0.000344102 -0.00619887 0.00610457 0.00136194 0.000169685 0.000262265 0.000154591 -0.0065429 0.000952942 0.000341686 0.00381253 0.0057857 0.00334893 0.00517941 0.0162991 -0.0124017 -0.000319725 0.00138018 -0.000415092 -0.000131785 3.3008e-05
internal_weight=0 3100 3066 3045 51 2994 2890 125 45 80 56 104 68 2765 2745 2723 74 48 2649 424 378 345 322 82 46 2225 240 215 2205 2185
internal_count=3121 3100 3066 3045 51 2994 2890 125 45 80 56 104 68 2765 2745 2723 74 48 2649 424 378 345 322 82 46 2225 240 215 2205 2185
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=31
num_cat=0
split_feature=1447 52 1429 480 43 1453 16 0 1 0 481 481 148 447 1453 1453 1453 147 48 4 50 1454 1419 1420 1427 480 481 484 157 13
split_gain=0.204462 1.27948 0.754819 0.848838 0.642019 0.522891 0.474402 0.300458 1.40582 0.756438 0.509295 1.13358 0.393245 0.399235 0.464437 1.86473 0.448212 0.416824 0.753001 0.40332 0.413416 0.437311 0.420633 0.853737 0.403864 0.74498 0.577746 1.00884 0.425199 0.406132
threshold=-0.085804999999999979 0.11639500000000001 0.083810000000000009 0.08759500000000002 -0.54673999999999989 -0.085794999999999982 -0.015314999999999997 -0.24955499999999997 0.10538500000000002 -0.23194499999999998 0.0028200000000000005 0.10944500000000001 0.090290000000000023 0.09481500000000001 -0.065549999999999983 -0.077764999999999987 -0.0067199999999999994 0.093875000000000014 -0.091869999999999993 -0.55119499999999988 0.13932500000000003 0.10398500000000001 0.10408000000000002 -0.083904999999999993 0.088585000000000011 -0.079679999999999987 -0.081539999999999987 -0.081614999999999979 -0.077809999999999976 -0.23438999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -2 -6 -1 8 -7 -9 12 -12 13 14 15 -11 -16 18 -18 -20 21 22 23 -21 25 -25 27 -27 -26 -28
right_child=4 -3 -4 -5 5 7 -8 9 -10 10 11 -13 -14 -15 16 -17 17 -19 19 20 -22 -23 -24 24 28 26 29 -29 -30 -31
leaf_value=0.0051295385956764226 0.018022161312401294 -0.020514260632369451 -0.014406406205324901 -0.0090557002716443753 0.013898343379022899 0.028140799775719646 0.025029855775241944 -0.017533598184585573 -0.0060865897312760361 0.0028333581756504085 0.026894248904533347 -0.0036853040189102843 0.01134616280424184 -0.014095127467243446 0.012309212503746024 -0.033992861090227963 -0.01833101791613128 0.0121723679618703 0.013026078300469597 -0.020468957828623909 -0.010115515219236149 0.010395067999473749 0.014169327877461911 -0.017242171999756608 0.017539498423082899 -0.0033602147711490312 0.0048408881195441443 0.021366712834798931 -0.00072570500522851954 -0.00080910065406950167
leaf_weight=25 20 34 21 22 27 20 23 25 30 44 22 27 29 21 29 20 23 27 23 21 42 39 20 26 26 33 135 33 25 2209
leaf_count=25 20 34 21 22 27 20 23 25 30 44 22 27 29 21 29 20 23 27 23 21 42 39 20 26 26 33 135 33 25 2209
internal_value=0 -0.00396256 0.0022216 0.00721 0.000165327 4.53213e-05 0.0146651 -8.1512e-05 0.00760437 -0.000214073 -6.34159e-05 0.0100443 -0.000238735 -0.000358894 -0.000254944 -0.00867484 -5.61709e-05 -0.000189876 -0.000315593 -0.000158164 -0.000274391 -0.000113376 -0.000275492 -0.000390682 -0.000221142 -0.000405528 -0.000223888 0.00900325 0.00858597 -0.000483696
internal_weight=0 125 91 70 2996 2976 48 2949 50 2899 2874 49 2825 2796 2775 64 2711 2682 2655 2632 2609 2567 2528 2508 2487 2436 2410 66 51 2344
internal_count=3121 125 91 70 2996 2976 48 2949 50 2899 2874 49 2825 2796 2775 64 2711 2682 2655 2632 2609 2567 2528 2508 2487 2436 2410 66 51 2344
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=31
num_cat=0
split_feature=3 30 39 30 124 2 16 2 3 1452 149 133 133 12 15 482 1455 43 0 2 50 16 4 3 403 16 51 16 4 149
split_gain=0.210963 0.234621 1.02139 0.933445 0.358773 1.31894 0.362192 0.300494 1.59852 0.930038 0.694744 0.679353 1.229 1.46081 0.792196 0.873575 0.723183 0.722043 0.711853 0.651239 0.670016 0.719565 1.18177 1.1154 0.999561 0.975023 0.836223 1.20764 1.30564 0.643358
threshold=0.63141500000000017 0.088655000000000012 0.094675000000000009 0.085875000000000021 -0.087394999999999987 0.092875000000000013 -0.024819999999999998 0.09142500000000002 0.11296500000000002 0.11096000000000002 0.088915000000000008 0.032270000000000007 0.086085000000000009 0.097145000000000023 -0.46743999999999997 0.08673500000000002 -1.0000000180025095e-35 -0.16318499999999997 -0.089269999999999988 0.092365000000000017 -0.23771499999999998 -0.061854999999999993 -0.0029599999999999995 0.11296500000000002 0.041145000000000008 0.013515000000000001 1.0000000180025095e-35 0.38525000000000004 -0.10429499999999998 0.080585000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 8 29 10 11 14 13 -13 15 -9 -14 -18 -19 -16 -21 -22 23 24 26 -24 27 28 -23 -6
right_child=-2 2 -4 -5 7 6 -8 9 -10 -11 -12 12 16 -15 19 -17 17 18 -20 20 21 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.025147163294828856 -0.0095418588946694916 0.021741650804566841 -0.0068664044285049811 -0.020110080832534512 -0.00077908454085551119 -0.011858755829187273 0.0053685208084061744 0.02593032079546348 -0.025525443847380726 0.021991897995273273 -0.015095524545069095 0.040242584785446525 -0.014505470815398123 0.0020219767931848767 0.012873502580388899 -0.0026459343638271095 -0.014588805944658818 -0.0044848533288117439 0.0074139278847724201 0.014497562707401813 0.00088704860662498211 -0.03800009541027248 -0.028224376338120138 0.01315451657952508 0.01537343946031549 -0.0070556114728308542 0.0041382413503443412 -0.0015095873811439453 -0.010731976449300172 0.015382962113246322
leaf_weight=26 23 24 26 23 1663 23 26 23 26 21 27 20 23 20 31 20 20 63 249 24 330 25 36 40 22 55 51 77 59 25
leaf_count=26 23 24 26 23 1663 23 26 23 26 21 27 20 23 20 31 20 20 63 249 24 330 25 36 40 22 55 51 77 59 25
internal_value=0 7.08402e-05 0.00686546 -4.06202e-05 0.000111974 0.00694209 -0.00271775 -6.16728e-05 -0.000918731 0.00112684 0.000766206 0.0011267 0.00451497 0.0211323 -0.000561024 0.012639 0.00264259 0.00383056 0.00501129 -0.00131783 -0.00192969 -0.00249697 -0.00555648 -0.0022773 -0.00491522 -0.0154301 -0.00702065 -0.0105554 -0.0188475 -0.000539718
internal_weight=0 3098 50 3048 3025 75 49 2950 1714 1236 1215 1188 395 40 793 43 355 332 312 750 719 695 365 274 234 91 212 161 84 1688
internal_count=3121 3098 50 3048 3025 75 49 2950 1714 1236 1215 1188 395 40 793 43 355 332 312 750 719 695 365 274 234 91 212 161 84 1688
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=31
num_cat=0
split_feature=133 158 1454 4 12 159 3 0 3 158 160 1444 15 43 158 16 295 9 11 124 124 1 124 124 9 13 43 12 483 158
split_gain=0.204876 0.275095 0.807113 0.590117 0.600624 0.507032 0.651931 0.556539 0.670142 0.53648 0.506808 0.474204 0.441479 0.398792 0.335476 0.42622 0.396982 0.400335 0.681014 0.382249 0.713132 0.411266 0.393619 0.838122 0.357852 0.634521 0.47492 0.448412 0.761056 0.805829
threshold=-0.54656499999999986 0.085030000000000008 0.088250000000000009 -0.078629999999999992 0.086305000000000007 -0.023324999999999995 -0.0025099999999999996 -0.097734999999999989 -0.076669999999999988 0.13374000000000003 -0.24143499999999998 -0.083144999999999983 -0.071579999999999991 -0.54673999999999989 1.0000000180025095e-35 -0.105305 0.083910000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.087984999999999994 -0.086724999999999983 0.10312500000000001 -0.082899999999999988 -0.077084999999999987 0.092410000000000006 -0.42195999999999995 0.10915000000000001 0.091715000000000005 -0.070084999999999981 -0.23187499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 4 -3 -5 7 8 -7 12 -8 -2 -9 -13 16 -16 17 -15 -19 21 -21 -20 -22 -24 25 26 -25 28 -27 -30
right_child=1 2 -4 5 -6 6 10 9 -10 -11 -12 13 -14 14 15 -17 -18 18 19 20 22 -23 23 24 -26 27 -28 -29 29 -31
leaf_value=0.0085154856954302114 -0.01574742779135704 0.021394967713526319 -0.014648919805884363 -0.012723507775544105 0.0022806692357745864 0.028638219638239773 0.00265137516738226 0.0043290003339722253 0.0036637343296950517 0.017016603746874769 -0.018361412886191499 0.013434340946731113 -0.0091725756381897047 -0.010435559044186122 0.00034946446054770302 -0.018920406470583243 0.011591069932494846 0.017291278650306843 -0.00021684278175234796 -0.017699131218250841 0.010307313879842267 0.018530031319030308 -0.016604802203073633 0.0033458769170416369 -0.010354496131518058 0.0085236165921318604 0.022174288279243878 0.0014524502707012484 -0.020933306886052546 -0.0016482585592625611
leaf_weight=28 20 35 25 22 31 21 24 74 22 22 22 21 36 39 24 22 28 22 25 24 34 22 32 37 35 73 21 826 22 1432
leaf_count=28 20 35 25 22 31 21 24 74 22 22 22 21 36 39 24 22 28 22 25 24 34 22 32 37 35 73 21 826 22 1432
internal_value=0 -7.70882e-05 0.00263344 0.00403169 0.012417 0.00175419 0.00319541 0.00598002 0.0158606 0.00276135 -0.00739822 -0.000405221 -8.96973e-05 -0.000293193 -0.000399255 -0.00886656 -0.000253486 -0.00037892 -0.00022836 -0.000377579 -0.000543188 0.00855829 -0.000379278 -0.000525906 -0.000315552 -0.000169819 0.0101631 -0.000424518 -0.00143983 -0.00194005
internal_weight=0 3093 334 309 66 243 221 175 43 132 46 2759 110 2739 2718 46 2672 2644 2605 2583 2536 47 2512 2478 2446 2411 58 2353 1527 1454
internal_count=3121 3093 334 309 66 243 221 175 43 132 46 2759 110 2739 2718 46 2672 2644 2605 2583 2536 47 2512 2478 2446 2411 58 2353 1527 1454
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=31
num_cat=0
split_feature=8 9 12 39 39 124 16 150 12 149 3 30 30 2 1 40 12 1 0 3 39 457 151 2 49 2 3 2 1452 16
split_gain=0.23181 0.30107 0.348241 0.36373 0.374598 0.367318 0.358231 0.857622 0.634818 0.526429 0.791924 0.491357 0.655729 0.452161 0.513928 0.362509 1.52708 1.05464 0.833156 0.731443 0.499946 0.361309 0.529912 1.49973 0.957192 1.71667 2.10953 0.681837 1.12131 1.0359
threshold=0.099635000000000015 0.092890000000000014 0.22926500000000002 0.11365500000000002 0.10940500000000002 0.10281000000000001 -0.5224049999999999 0.11857000000000002 0.090455000000000021 0.08618000000000002 -0.079724999999999976 0.088655000000000012 0.085875000000000021 0.11144000000000001 0.086920000000000011 -0.065259999999999999 -0.086254999999999984 0.095285000000000022 -0.071924999999999989 -0.0096849999999999974 0.10076500000000001 0.26807500000000006 0.084350000000000008 0.09678500000000001 -0.081404999999999991 0.087505000000000013 -0.080934999999999993 0.091185000000000002 0.10669000000000002 -0.18708499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 13 11 -11 12 15 14 -1 16 18 -18 19 -8 21 22 24 -24 25 -17 -27 28 29 -26
right_child=-2 -3 -4 -5 -6 -7 9 -9 -10 10 -12 -13 -14 -15 -16 20 17 -19 -20 -21 -22 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.00089585295567909883 0.010471043079381898 -0.0097204501580563374 0.011336482141201421 -0.0082823855073173649 0.013714824356138706 -0.01319554178487687 0.016852758310735225 0.021811369560658933 0.017505869204178456 0.0015127399393046895 -0.025078143689426638 0.012955476626239974 -0.018170718885958195 0.0062561060105891606 -0.018517558723688127 0.010276947991439592 0.0029875246062874795 0.033796260625123975 -0.018404061913800739 -0.004751189058602211 -0.01601157295983285 -0.010535329128051121 -0.0015658332647391312 0.03017884156063453 -0.01812311558819869 -0.042217230603098871 -0.0039515724693260645 0.00227263348444439 -0.024151555275810616 -0.000457893762969166
leaf_weight=30 21 32 27 53 20 21 25 25 20 24 21 29 20 38 25 27 20 25 24 42 20 33 46 22 34 25 34 914 21 1403
leaf_count=30 21 32 27 53 20 21 25 25 20 24 21 29 20 38 25 27 20 25 24 42 20 33 46 22 34 25 34 914 21 1403
internal_value=0 -7.09329e-05 2.97139e-05 -7.0675e-05 7.49812e-05 -1.69315e-05 7.69778e-05 0.00505123 0.00134324 -0.000167396 -0.0108963 7.27883e-06 -0.000130015 -0.0021326 -0.00792843 2.88185e-06 0.00503477 0.0201035 -0.0024168 0.00330999 -0.000262468 -0.00013938 -3.56571e-06 0.0087045 -0.000244472 -0.0106082 -0.0201658 0.000131279 -0.00121111 -0.00087586
internal_weight=0 3100 3068 3041 2988 2968 2947 138 113 2809 45 2764 2735 93 55 2715 136 45 91 67 2579 2559 2526 68 2458 86 59 2372 1458 1437
internal_count=3121 3100 3068 3041 2988 2968 2947 138 113 2809 45 2764 2735 93 55 2715 136 45 91 67 2579 2559 2526 68 2458 86 59 2372 1458 1437
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=31
num_cat=0
split_feature=1185 1185 1186 390 43 1444 160 16 16 14 52 52 16 16 160 49 1375 151 484 0 0 160 159 150 160 52 159 0 3 1
split_gain=0.206813 0.208246 0.260528 0.437728 0.339933 0.303959 0.553508 0.254494 1.8352 1.24349 0.767491 2.01245 1.40668 0.661569 1.00167 0.757339 0.625693 0.668248 0.640076 0.686926 0.598713 0.776579 2.0205 0.748818 0.782265 0.837827 0.953658 0.716714 0.604968 0.566744
threshold=0.089620000000000019 0.086650000000000019 0.088465000000000016 0.089065000000000019 -0.54673999999999989 -0.081774999999999987 -0.014869999999999998 -0.0073349999999999986 -0.0083599999999999976 0.062655000000000016 0.0046550000000000003 -0.0027449999999999996 0.0073350000000000004 -0.010264999999999998 -0.015149999999999999 -0.0095499999999999977 -0.15308499999999997 -0.024429999999999997 0.16180500000000003 0.10455500000000001 -0.047369999999999995 -0.081969999999999987 0.087225000000000011 0.081835000000000019 -0.079009999999999983 -0.38533999999999996 0.082105000000000025 -0.026509999999999995 -0.116045 0.10638500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 13 10 11 20 -12 16 15 -15 17 -7 19 -18 21 22 -9 24 -22 27 -27 -26 -23 -14
right_child=-2 -3 -4 -5 5 7 -8 9 -10 -11 12 -13 29 14 -16 -17 18 -19 -20 -21 23 28 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.013001940902322533 0.0071442691108677542 -0.0081177665866562169 -0.0084651516465884119 0.014479624462269603 0.016492382297292354 0.025833521714957897 -0.0043905493549325249 -0.00053944224491715438 0.022665995760896319 -0.024345390903561012 -0.031129378967341928 0.024299725238233805 -0.0059065931713065279 -0.0062521906252103777 0.0059194822544948421 -0.033139258418232204 0.00029250973346496713 -1.6967616975307465e-05 0.018052152693271636 -0.016741181599597137 0.01556661866386147 0.015941545362584294 -0.039157081376761202 0.019924182027578355 0.018641714875896772 -0.022235900301166112 0.0010567138401361613 -8.72095783485011e-05 -0.0018494693603714508 0.012175651444122196
leaf_weight=20 40 32 36 21 30 20 22 42 37 23 21 34 130 22 26 20 1749 20 20 24 34 20 20 25 27 32 39 84 431 20
leaf_count=20 40 32 36 21 30 20 22 42 37 23 21 34 130 22 26 20 1749 20 20 24 34 20 20 25 27 32 39 84 431 20
internal_value=0 -9.27526e-05 -8.52808e-06 9.25136e-05 -8.4655e-06 7.89738e-05 0.0076573 -5.59826e-05 0.000608566 -0.00136748 -0.000816398 0.000501441 -0.00688925 0.000179252 -0.00950628 -0.0190556 0.000538563 0.0129083 0.000262607 6.19352e-05 -0.000571691 -0.0025031 -0.0129967 0.00353956 0.00164319 -0.000957892 -0.00944137 0.00446847 -0.00106051 -0.00349563
internal_weight=0 3081 3049 3013 2992 2972 52 2920 1938 982 959 788 171 1901 68 42 1833 40 1793 1773 754 513 62 241 216 182 71 111 451 150
internal_count=3121 3081 3049 3013 2992 2972 52 2920 1938 982 959 788 171 1901 68 42 1833 40 1793 1773 754 513 62 241 216 182 71 111 451 150
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=31
num_cat=0
split_feature=8 8 8 9 11 2 10 33 15 132 4 43 2 0 15 1452 97 12 133 474 2 13 156 2 14 1 49 48 148 51
split_gain=0.199637 0.273696 0.270753 0.407889 0.346378 0.377455 0.346775 0.254136 0.278068 0.73148 0.796548 0.579593 0.425972 0.904851 0.926933 0.452158 0.420007 0.399421 0.963382 0.864812 1.65268 1.66251 1.21132 1.05662 0.718286 1.31044 0.692827 1.0899 0.700218 0.693814
threshold=0.099635000000000015 0.088180000000000022 1.0000000180025095e-35 0.08925000000000001 -1.0000000180025095e-35 0.31358000000000003 -0.094984999999999986 0.086945000000000008 -0.24436499999999997 0.090440000000000006 0.42642000000000008 0.0061450000000000003 0.14019000000000004 -0.026509999999999995 -0.028889999999999996 0.11815000000000002 -1.0000000180025095e-35 0.080890000000000017 0.099660000000000012 0.086990000000000012 0.085155000000000022 -1.0000000180025095e-35 0.092190000000000008 0.079055000000000014 0.078320000000000015 0.080270000000000022 0.09858500000000002 0.097690000000000013 -0.082084999999999977 0.10876000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 10 -8 16 15 14 -14 17 -12 18 19 20 21 -10 -21 -23 -19 -26 28 -28 -22 -30
right_child=-2 -3 -4 -5 5 -7 7 -9 12 -11 11 -13 13 -15 -16 -17 -18 24 -20 22 26 23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.011943448707461357 0.0097172736323305545 -0.011443365804318872 0.010591687198029831 -0.014305440597236159 -0.013119769431650639 0.011095358607088848 -0.016835395672491617 0.011053991725757009 0.0035932940355716987 -0.021834815095644444 -0.0082123585231602195 -0.012642759829759598 0.0244839726641242 -0.0080560016821926619 -0.0020910988162670817 -0.01457228178069705 0.0078587429290209176 -0.00018820763640529028 0.02360744383186102 -0.02978725849185139 -0.016051145141855593 0.014618711716805897 0.0045999139458650631 0.045740561150014403 -0.03196597401984036 0.0030336274421247453 -0.024458210953577822 0.003700612897605256 0.0014339594077318908 0.019928689428012483
leaf_weight=24 21 21 24 20 20 31 28 21 65 20 20 23 35 26 21 21 87 2086 21 20 21 24 21 20 20 23 28 27 260 22
leaf_count=24 21 21 24 20 20 31 28 21 65 20 20 23 35 26 21 21 87 2086 21 20 21 24 21 20 20 23 28 27 260 22
internal_value=0 -6.58267e-05 1.17726e-05 -7.13429e-05 2.24567e-05 0.000117834 3.63854e-06 9.23102e-05 1.39858e-05 -0.0038169 -0.00153615 0.00175908 0.00026096 0.00736061 0.0145183 4.36513e-05 0.0048548 0.000159127 0.00261835 0.00175069 0.00297323 0.0137544 -0.0121743 0.028765 -0.000451924 -0.0132453 -0.000309293 -0.0106348 0.00156497 0.00287681
internal_weight=0 3100 3079 3055 3035 3011 2980 2960 2939 178 158 130 2761 82 56 2679 107 2658 529 508 467 109 41 44 2129 43 358 55 303 282
internal_count=3121 3100 3079 3055 3035 3011 2980 2960 2939 178 158 130 2761 82 56 2679 107 2658 529 508 467 109 41 44 2129 43 358 55 303 282
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=31
num_cat=0
split_feature=132 4 0 12 1 12 12 15 52 13 1374 1374 457 15 1 2 16 16 3 43 15 150 151 1444 1446 1 43 1 13 52
split_gain=0.192642 0.701823 0.758745 1.03699 1.10075 0.814607 0.660732 0.646065 0.605135 0.463599 0.44613 0.925365 0.424045 0.419899 0.411707 0.394835 0.433497 0.974864 0.66317 0.800319 0.795371 0.676127 0.711601 0.628938 0.73203 0.78358 0.576605 2.36958 0.593919 0.538753
threshold=0.0041800000000000006 0.04735000000000001 0.024095000000000002 0.086915000000000006 0.082005000000000008 0.092755000000000018 0.10266500000000002 0.084195000000000006 -0.067494999999999986 -0.004174999999999999 0.086000000000000007 0.089635000000000006 -0.088204999999999992 0.09006500000000002 0.13408500000000004 0.25063000000000007 -0.088704999999999992 -0.08947999999999999 -0.091869999999999993 0.084740000000000024 0.050935000000000008 0.11857000000000002 0.061780000000000009 -0.083894999999999983 0.111445 0.083135000000000014 0.0061450000000000003 0.090475000000000014 -0.029529999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 7 9 13 -2 -3 -5 15 -12 -13 -7 -10 16 17 18 19 20 29 22 26 -18 -25 -26 -20 28 -28 -1
right_child=1 8 -4 5 -6 6 -8 -9 14 -11 11 12 -14 -15 -16 -17 23 -19 21 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.011686335780629607 0.039998674228610032 -0.020318213052814827 -0.0093045388722771353 -0.00042987045281651345 0.0032118154985999524 0.023412988130003216 -0.0030835292398415765 0.014885291135869921 -0.0058631730915390352 -0.01879187303595245 0.025137856691366152 0.011507473482439917 -0.006670116362246601 0.0049761225425061732 0.0089445146632247743 -0.011364525366066532 -0.018796494025737048 0.022926360643690542 0.001473987501970273 0.022866216534748674 0.017516408187265582 0.014455897659063339 -0.019011200574182333 -0.0012732572376249799 -0.00040431245385358735 0.026396467201411724 0.0049003650099039078 -0.036025430863215163 -0.01119823314136628 0.0091135508101433515
leaf_weight=33 21 20 32 44 33 30 29 20 57 20 21 21 33 21 28 33 20 21 437 28 26 30 21 1848 24 20 75 22 33 20
leaf_count=33 21 20 32 44 33 30 29 20 57 20 21 21 33 21 28 33 20 21 437 28 26 30 21 1848 24 20 75 22 33 20
internal_value=0 0.00219301 0.00507455 0.00718524 0.0168063 0.00224107 0.00896832 0.0277482 -0.0046678 -0.006168 -0.00028146 0.00732584 0.000398946 0.0158213 -0.000985347 -0.000493481 -0.000358513 0.001686 0.00107076 0.00833928 0.00319049 -0.000187702 -0.000934824 -0.00115622 -0.000969743 0.0117779 -0.000265328 -0.00611211 -1.86511e-05 -0.00383732
internal_weight=0 355 250 218 74 144 80 41 105 64 2766 75 54 51 85 2691 2658 746 725 107 79 618 588 1912 1892 44 567 130 108 53
internal_count=3121 355 250 218 74 144 80 41 105 64 2766 75 54 51 85 2691 2658 746 725 107 79 618 588 1912 1892 44 567 130 108 53
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=31
num_cat=0
split_feature=1212 42 42 402 1212 1213 403 12 1213 1213 52 16 399 484 484 484 481 1 156 49 1375 1447 151 16 0 47 12 132 1204 4
split_gain=0.204024 0.562697 1.29883 0.625837 0.555057 0.757264 0.409882 0.373921 0.2844 0.448257 0.410865 0.424058 0.298925 0.311898 0.989599 2.00362 0.682942 1.07501 0.64752 0.631329 0.708324 0.74786 0.604625 0.550378 0.597516 0.521084 0.758061 0.50636 0.799671 1.67072
threshold=-0.040879999999999993 0.092145000000000019 0.087995000000000004 -0.024724999999999997 -0.42062999999999995 -0.11119 0.26430000000000003 0.092550000000000007 0.12389500000000002 0.104315 0.090245000000000006 -0.077074999999999991 -0.080734999999999987 -0.020124999999999994 -0.070054999999999992 -0.077099999999999988 -1.0000000180025095e-35 0.090740000000000015 0.087120000000000017 0.0021350000000000002 0.083585000000000007 -0.085684999999999997 -0.059889999999999992 -0.067914999999999989 -0.086409999999999987 0.081320000000000017 0.085355000000000014 -0.092064999999999994 -0.080654999999999991 -0.068329999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 8 -3 9 12 11 -10 -2 14 15 18 -16 -18 19 20 21 -14 -23 -21 -25 26 -24 -15 29 -29
right_child=6 7 -4 4 5 -7 -8 -9 10 -11 -12 -13 13 27 16 -17 17 -19 -20 23 -22 22 25 24 -26 -27 -28 28 -30 -31
leaf_value=-0.010756901010043091 0.0096235112036905084 -0.016080893175676465 0.03017113951034844 -0.0074275868098166858 0.02671946558569159 0.0042199224406011546 -0.011652321679397457 0.00040979295842010871 0.0039209249662235379 -0.013088692103823027 -0.006588136227357955 0.021192548894101666 0.021697685368359088 0.0056331508639346842 0.001883567443512606 -0.027890196450365085 0.004327966114506125 0.03636151398108764 0.014492912328097267 0.0039188427296467125 -0.0084995970934290781 0.015277405462763977 -0.017921767455454058 -0.027427243152633309 -0.0040237668600942326 0.012032250108614822 0.0017637344488367155 -0.0016215408657444643 -0.00072198913447306097 -0.036022528167814018
leaf_weight=27 31 20 20 22 21 52 31 44 44 27 21 21 25 119 33 24 20 22 37 25 44 33 26 20 24 29 79 48 2112 20
leaf_count=27 31 20 20 22 21 52 31 44 44 27 21 21 25 119 33 24 20 22 37 25 44 33 26 20 24 29 79 48 2112 20
internal_value=0 0.00304144 0.00655017 0.00267788 0.00649619 0.0106924 -0.000214936 -0.00474355 -9.19956e-05 -0.000266093 0.00557225 0.00950099 -0.000141153 -0.000251629 0.00218439 4.00202e-05 0.0126489 0.0211074 0.00200004 0.000484506 0.00294457 0.00556719 0.00315245 -0.00792963 -0.0146617 0.00016645 -0.00311077 -0.000718913 -0.00106565 -0.0117395
internal_weight=0 206 142 122 95 73 2915 64 2884 2798 86 65 2771 2740 441 366 75 42 342 305 236 192 167 69 44 134 105 2299 2180 68
internal_count=3121 206 142 122 95 73 2915 64 2884 2798 86 65 2771 2740 441 366 75 42 342 305 236 192 167 69 44 134 105 2299 2180 68
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=31
num_cat=0
split_feature=394 394 394 1186 1186 394 15 394 10 10 40 11 14 43 0 2 40 13 124 1 12 150 1 49 0 14 0 0 2 447
split_gain=0.20625 0.286899 0.214771 0.248858 0.478946 0.314056 0.658005 0.463867 0.240077 1.02191 0.331236 0.307736 0.310332 0.331694 0.273927 0.38034 0.427674 0.99323 0.504257 0.654415 0.511038 0.471487 0.479034 0.949222 0.445855 0.384889 0.419023 2.00753 1.77439 0.946344
threshold=-0.3110699999999999 -0.14900999999999998 -0.09095499999999998 0.088465000000000016 0.084505000000000011 -0.083559999999999982 1.0000000180025095e-35 -0.079154999999999989 -0.15926999999999997 -0.089679999999999982 -0.080684999999999993 0.10458500000000001 0.091685000000000016 -0.52440999999999993 0.16094000000000003 0.15609500000000001 -0.085774999999999976 -0.0079349999999999993 -0.087394999999999987 0.107145 -0.096104999999999982 -0.091259999999999994 0.11323000000000001 0.005085000000000001 -0.11756999999999999 0.08104500000000002 -0.14226499999999997 -0.13455999999999999 0.086100000000000024 0.089595000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -7 10 -10 -9 12 13 -11 15 16 17 -15 19 -18 24 22 23 -22 -20 26 28 -28 -23 -30
right_child=1 2 3 -5 -6 7 -8 8 9 11 -12 -13 -14 14 -16 -17 18 -19 20 -21 21 25 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0096482774581421512 -0.011717216127241652 0.0069473935148297722 -0.022043669763952497 -0.0098309854117150496 0.015043746782023283 0.015202647689729929 0.0010783839694340715 -0.0025028023272752765 -0.021202836064723039 -0.010887022204958064 0.012660200111841893 0.011006861429661514 0.0098127595276661945 0.0029249124670529675 0.0084101887520503359 0.0090773128319618316 7.1363534559221826e-05 -0.024901919374647349 -0.021879296791739763 0.021638646013646699 0.0015537203755229712 0.026045236718510431 -0.0046695647062733768 0.030077720172703267 -0.0031626031813876973 -0.012556901760399343 -0.024483391637248653 -0.00034151545073676098 -0.0026366258236138447 0.020502771781757474
leaf_weight=22 21 44 20 26 21 20 32 25 23 29 34 25 31 29 37 43 34 23 20 24 28 31 21 20 35 26 35 2170 152 20
leaf_count=22 21 44 20 26 21 20 32 25 23 29 34 25 31 29 37 43 34 23 20 24 28 31 21 20 35 26 35 2170 152 20
internal_value=0 -6.84937e-05 1.0981e-05 -8.9613e-05 -5.41232e-06 -0.000111215 -0.00781471 2.52696e-05 -7.88634e-05 -0.000209301 0.0062352 -3.88628e-05 -0.000137204 -0.000248277 -0.000136005 -0.000252644 -0.000403015 -0.00938311 -0.000224511 0.00899576 -0.000433571 -0.00022405 0.0079275 0.0134387 -0.00996867 -0.000455134 -0.000324467 -0.00072472 0.00402311 5.40018e-05
internal_weight=0 3099 3078 3034 3008 2987 52 2935 2915 2856 59 2833 2808 2777 2748 2711 2668 52 2616 58 2558 2503 69 48 55 2434 2408 2205 203 172
internal_count=3121 3099 3078 3034 3008 2987 52 2935 2915 2856 59 2833 2808 2777 2748 2711 2668 52 2616 58 2558 2503 69 48 55 2434 2408 2205 203 172
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=31
num_cat=0
split_feature=8 104 3 8 16 160 151 160 1444 159 16 0 12 160 480 124 16 16 43 1 158 43 151 50 15 159 51 159 484 133
split_gain=0.189627 0.224131 0.433163 0.333087 0.230186 0.590532 0.64189 0.46926 0.505204 0.609743 0.437847 1.16474 0.65391 0.50353 0.534711 0.396368 0.669653 0.730037 0.73875 0.645792 0.490391 0.410535 0.381181 0.350793 0.874297 0.659182 0.692539 0.534666 0.366081 0.373783
threshold=0.099635000000000015 0.083745000000000014 0.42240500000000009 0.088180000000000022 -0.4179199999999999 0.096485000000000015 0.043560000000000008 -0.55323499999999981 -0.081774999999999987 -0.020314999999999996 -0.18708499999999997 -0.13843999999999998 0.085885000000000017 -0.53327999999999987 -0.068944999999999992 -0.084854999999999986 -0.5048999999999999 -0.5224049999999999 0.016310000000000002 0.10205500000000002 0.084905000000000022 -0.076484999999999984 -0.030624999999999996 0.12170000000000002 -0.0079099999999999986 -0.39962499999999995 0.14330000000000001 -0.46628499999999995 -0.51117999999999986 0.5136750000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 15 -6 9 -9 11 -10 -13 -12 -15 -1 17 18 19 -17 -19 -18 -21 28 25 27 -27 -25 -16 -30
right_child=-2 -3 -4 -5 7 -7 -8 8 10 -11 13 12 -14 14 23 16 21 20 -20 22 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.013170799503669792 0.0094705233283873119 0.0088422371008034274 -0.011540578602051195 -0.012884241638239475 -0.012465591211953472 0.015285604219234578 0.013803937174379827 0.02342704037204385 -0.028396372962743045 -0.00069820337336171762 -0.011295931566602146 0.0095189663197743357 -0.0097687572431870012 0.015676320919936353 -0.013171341335400939 0.021240157512947916 0.0031204743105051821 -0.023531444494922959 -0.015043411935171622 -0.0042062345337360463 -0.0023294426215579736 0.019446201327567303 0.011999226840479035 -0.002601489347630534 -0.019383107673274936 0.0016684936750680211 -0.023297177981585267 0.016953356263089785 0.00063222659200767796 -0.0070022724272513943
leaf_weight=23 21 28 33 20 31 33 35 20 20 22 39 32 39 22 20 20 43 24 22 47 20 24 21 29 32 25 20 27 2263 66
leaf_count=23 21 28 33 20 31 33 35 20 20 22 39 32 39 22 20 20 43 24 22 47 20 24 21 29 32 25 20 27 2263 66
internal_value=0 -6.41552e-05 -0.000145333 -2.15941e-05 6.36172e-05 0.00263564 0.0011394 -0.000232825 -9.11156e-05 0.01079 -0.000264619 -0.00708024 -0.0010757 -2.07249e-05 0.000154887 -0.000677229 0.000623007 -0.00300782 0.00134672 0.00544425 -0.0138942 0.0089685 0.000798393 1.73081e-05 -0.0049789 -0.000415186 -0.00942736 0.00682674 0.000300192 0.000415878
internal_weight=0 3100 3072 3039 3019 312 279 2707 2676 42 2634 91 71 2543 2504 244 221 154 110 88 44 67 68 2482 133 101 45 56 2349 2329
internal_count=3121 3100 3072 3039 3019 312 279 2707 2676 42 2634 91 71 2543 2504 244 221 154 110 88 44 67 68 2482 133 101 45 56 2349 2329
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=31
num_cat=0
split_feature=13 41 42 42 0 1208 2 12 12 0 4 15 12 150 148 160 4 16 160 42 12 1 3 160 16 16 4 52 160 43
split_gain=0.187904 0.523046 0.680544 4.05823 0.720201 0.682561 0.897992 0.957086 0.479345 1.04662 1.53971 1.38451 0.657861 0.470792 0.562975 0.485725 1.09674 1.00396 0.903819 0.769118 0.665315 0.697615 0.865432 1.10699 0.719647 1.20698 1.48089 0.894069 1.27696 0.801373
threshold=-0.066634999999999986 0.078570000000000015 1.0000000180025095e-35 0.090690000000000007 -0.040504999999999992 0.099975000000000008 0.083215000000000011 0.094375000000000014 -0.086254999999999984 -0.068189999999999987 -0.0086549999999999978 -0.10091499999999999 -0.082514999999999991 0.12314500000000002 1.0000000180025095e-35 0.085045000000000023 1.0000000180025095e-35 1.0000000180025095e-35 0.060610000000000004 -0.025789999999999997 -0.010834999999999999 0.13408500000000004 0.12178000000000001 1.0000000180025095e-35 0.058835000000000005 -0.0034149999999999996 -0.022844999999999997 -0.52606999999999993 -0.080934999999999993 -0.0019149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 5 6 7 -5 9 10 -2 -12 -10 14 15 18 17 -17 20 -18 -14 22 23 24 25 -22 -27 -26 -29 -30
right_child=1 -3 3 4 -6 -7 -8 -9 12 -11 11 -13 13 -15 -16 16 19 -19 -20 -21 21 -23 -24 -25 27 26 -28 28 29 -31
leaf_value=0.0008207271226785065 0.017684971623950534 0.011021845226452963 -0.047886967760998579 -0.035639798773918305 0.0092393506125992408 0.0075180489421149514 -0.0020770496713818725 -0.0073984928266145299 0.016783308959566059 -0.026676655103940339 -0.03062829722396352 0.0034572841733908999 -0.011397258161931583 -0.012992588127100911 -0.016281473624985665 -0.011230813399996868 0.0044095017747687445 0.015444229485555775 -0.020587738084473783 0.027274048352433789 0.00071570541865168934 0.014980956909301527 -0.017590300839107769 0.023606417124115289 0.001932539435021925 -0.0024233300846232021 0.031554805885615024 0.0050712957163341343 -0.0070414175970419761 -0.02858179138125613
leaf_weight=1473 27 37 21 20 46 36 93 30 24 21 22 26 46 27 20 43 28 21 21 31 676 34 26 21 97 23 29 32 31 39
leaf_count=1473 27 37 21 20 46 36 93 30 24 21 22 26 46 27 20 43 28 21 21 31 676 34 26 21 97 23 29 32 31 39
internal_value=0 -0.000733575 -0.00100356 -0.00584505 -0.00192114 -0.0047892 -0.00788753 -0.018695 -0.00013103 -0.00694426 -0.00141919 -0.0121653 0.000384391 6.82673e-05 0.000357794 0.000635578 0.00658834 -0.00247806 -4.55286e-05 0.0164231 0.000363756 0.000900469 0.000408953 0.000902604 0.000388278 0.00184501 0.016526 -0.00494088 -0.0114774 -0.0190425
internal_weight=0 1648 1611 246 225 179 143 50 1365 96 75 48 1269 1245 1218 1198 123 64 1075 59 1054 1008 974 948 927 728 52 199 102 70
internal_count=3121 1648 1611 246 225 179 143 50 1365 96 75 48 1269 1245 1218 1198 123 64 1075 59 1054 1008 974 948 927 728 52 199 102 70
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=31
num_cat=0
split_feature=146 48 448 4 1373 1373 52 15 43 3 14 1454 1447 13 481 1447 131 13 4 15 51 160 43 0 2 16 47 2 11 13
split_gain=0.183024 0.190644 0.269965 0.484652 0.23229 0.577326 0.27851 0.258115 0.902017 0.811446 1.44997 0.619997 0.646007 0.936473 0.873784 0.630899 0.505303 0.572631 0.451405 1.0973 3.45606 2.09068 1.31253 2.23822 1.43833 0.698209 0.968419 0.65819 1.13827 0.921142
threshold=0.084720000000000004 -0.091869999999999993 -0.076874999999999985 -0.020529999999999996 0.086880000000000013 1.0000000180025095e-35 -0.057699999999999994 0.084510000000000016 -0.53814999999999991 -0.12018999999999998 0.077685000000000018 0.098995000000000014 -0.085684999999999997 -0.082574999999999982 -0.085804999999999979 -0.065079999999999985 0.11088500000000003 -0.014169999999999999 -0.17966999999999997 -0.0079099999999999986 0.081440000000000026 -0.081969999999999987 -0.087324999999999986 -0.075934999999999989 0.081135000000000013 0.054560000000000004 0.079855000000000023 0.10774000000000002 0.090070000000000025 0.095710000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -6 8 -4 10 -9 12 13 -11 -14 -16 18 -18 25 -20 21 -21 -23 24 -24 26 -10 29 -29 -27
right_child=-2 2 4 -5 6 -7 -8 9 16 11 -12 -13 14 -15 15 -17 17 -19 19 20 -22 22 23 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0078805592391760129 0.0075238745252136146 0.018044214533722919 -0.021443729728482488 -0.00034758746869077814 0.0018787074568016187 0.014272644300945103 -0.013242862196157463 0.03020181726718035 0.028190817264840008 0.025958297013615569 -0.0011691817260511658 -0.016559954821353869 -0.014816133365840527 -0.0033407394541427496 0.013653607097630567 0.00029587145908861311 0.018192491941299523 -0.00039896065482517354 -0.00036727605246004926 -0.031505325840165216 -0.042068842249976188 0.018293682505463951 0.021795378758192617 -0.031424050481989978 -0.0037502197720459666 0.00054149698424974782 -0.00085566690699620692 -0.023159662469428174 0.007113743707051744 0.024012306928634645
leaf_weight=31 32 23 21 38 21 28 29 26 24 24 34 21 37 20 37 797 30 37 1363 24 26 32 27 25 120 102 22 27 23 20
leaf_count=31 32 23 21 38 21 28 29 26 24 24 34 21 37 20 37 797 30 37 1363 24 26 32 27 25 120 102 22 27 23 20
internal_value=0 -7.79424e-05 1.15542e-06 0.00658703 -0.000132891 -1.82169e-05 -0.0068918 -0.000155299 -0.000832052 0.00115132 0.0124249 0.000428655 0.000818558 0.0126406 0.00022135 0.000888481 -0.000604478 0.00792557 -0.000915929 -0.00149182 -0.00752627 -0.0035872 -0.000302718 -0.00376251 0.000941829 0.00335568 0.014299 0.000428977 -0.0092339 0.00438917
internal_weight=0 3089 3058 61 2997 2947 50 2919 1923 996 60 936 915 44 871 834 1902 67 1835 1617 254 228 204 172 147 218 46 172 50 122
internal_count=3121 3089 3058 61 2997 2947 50 2919 1923 996 60 936 915 44 871 834 1902 67 1835 1617 254 228 204 172 147 218 46 172 50 122
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=31
num_cat=0
split_feature=1447 3 43 480 4 3 1452 481 42 482 1455 484 1447 0 1447 1213 403 1454 3 52 16 1455 471 1456 49 457 15 480 457 49
split_gain=0.203215 1.33927 0.618149 0.464483 0.475478 0.408709 0.376663 0.239882 0.75964 0.308749 0.37105 0.302189 0.296441 0.983267 0.463666 0.296754 0.484688 0.286734 0.940778 0.371034 1.00988 0.722374 0.405695 0.407155 0.638991 0.518432 0.884703 0.566048 0.478834 0.794544
threshold=-0.085804999999999979 -0.086224999999999982 -0.54673999999999989 0.08759500000000002 -0.023539999999999995 -0.078584999999999988 -0.079694999999999988 0.0028200000000000005 0.083865000000000009 0.11816500000000001 -0.23327999999999996 0.12955000000000003 -0.083354999999999985 -0.086409999999999987 -0.082344999999999988 -0.13252999999999998 0.059220000000000009 0.10398500000000001 -0.063814999999999997 0.5140450000000002 -0.092124999999999985 0.10655000000000002 0.099885000000000015 0.092265000000000014 0.11843000000000002 -0.085584999999999981 -0.0088349999999999974 -0.068944999999999992 -1.0000000180025095e-35 -0.0087849999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -5 -4 9 -9 10 -8 12 13 -12 -14 16 -16 19 -19 21 -21 22 23 25 -25 26 -17 -27 29 -29
right_child=2 3 6 5 -6 -7 7 8 -10 -11 11 -13 14 -15 15 17 -18 18 -20 20 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.021596438332926484 0.017686555609107018 0.020427414495497943 0.013724274644628168 -0.016121883541345597 0.00088712420229884726 0.0040946717839688068 -0.013849931890144947 -0.0054709781996077969 0.01803748380791928 0.0097568244478034409 -0.0097002492729751852 0.009189692764159511 -0.015239271252565752 0.018147437864536188 0.016824195712804794 0.0013769822830164975 0.0013858599385349166 0.019357499485421512 -0.0092576319118961702 0.0065217277608238733 -0.019496616224891374 0.015177725363073165 0.013142676766784418 -0.018380416859872638 0.0040687791692713892 -0.017699415492825211 0.023037094483152033 -0.019718323248837676 -0.00051663643646017996 8.9249687687474849e-06
leaf_weight=32 20 20 20 20 33 20 20 27 28 31 21 34 21 32 25 88 109 27 20 26 35 29 21 32 21 20 24 35 2181 49
leaf_count=32 20 20 20 20 33 20 20 27 28 31 21 34 21 32 25 88 109 27 20 26 35 29 21 32 21 20 24 35 2181 49
internal_value=0 -0.00395045 0.000164822 0.00212128 0.00826082 -0.00601361 4.70684e-05 -4.54702e-05 0.00649697 -0.000169508 -0.000276726 -0.000181476 -0.000294622 0.00711345 -0.000436724 -0.000323357 0.00426615 -0.000559167 0.00718085 -0.000701213 -0.00840683 -0.000513196 -0.000697347 -0.000815976 -0.00948545 -0.000624285 0.00601843 -0.00094988 -0.000801981 -0.00821076
internal_weight=0 125 2996 93 53 40 2976 2956 55 2901 2870 2850 2816 53 2763 2742 134 2608 47 2561 61 2500 2471 2450 53 2397 112 2285 2265 84
internal_count=3121 125 2996 93 53 40 2976 2956 55 2901 2870 2850 2816 53 2763 2742 134 2608 47 2561 61 2500 2471 2450 53 2397 112 2285 2265 84
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=31
num_cat=0
split_feature=403 403 1 1210 1208 4 3 133 1210 402 133 1213 1213 3 403 403 403 0 52 15 479 481 479 1212 1213 1452 129 12 482 2
split_gain=0.188514 0.708182 0.658875 0.695512 0.490505 0.383083 0.795129 0.399111 0.395014 0.296948 0.378356 0.295554 2.5144 1.42976 0.435614 0.457079 0.358308 1.22101 0.732226 0.278695 0.272323 0.664492 0.58993 0.283438 1.06908 0.710722 0.443435 0.545795 0.382264 0.348246
threshold=-0.43370499999999995 -0.41825499999999993 0.091450000000000017 -0.15347999999999998 1.0000000180025095e-35 -0.085594999999999991 -0.084964999999999985 0.41484500000000007 -0.059899999999999995 -0.46267499999999995 0.51279500000000011 0.060985000000000004 0.084620000000000015 -0.092644999999999991 -0.084964999999999985 0.047855000000000002 -0.10884999999999999 -0.075359999999999996 0.084735000000000019 0.091295000000000015 0.10713500000000002 0.10944500000000001 0.097110000000000016 0.087685000000000013 -0.086394999999999986 -0.079694999999999988 0.10061000000000002 0.10097500000000002 0.11816500000000001 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 9 -5 -7 8 -8 -3 11 16 -13 -14 -15 19 17 18 -11 -16 22 -22 23 25 -25 -18 28 -28 -27 -26
right_child=1 4 -4 5 -6 6 7 -9 -10 10 -12 12 13 14 15 -17 20 -19 -20 -21 21 -23 -24 24 29 26 27 -29 -30 -31
leaf_value=0.016583449104800821 0.018488757369951123 0.0087181291110985173 -0.018957042694091798 0.007756391860544682 0.013733077342980182 -0.020853074867692261 -0.0061474874704366645 -0.010016122572274218 0.011734709102893249 -0.0057938955459294131 -0.011747703168241841 0.034737835326181403 -0.024296132060275838 -0.0036751607266653865 0.017771181393402152 -0.0038967828314829 0.018002930734391239 0.01337487829177917 -0.030665653448086236 0.003558415657078678 0.021033595749177042 -0.0041514774615114391 -0.017383928708732128 -0.019642652637724366 0.0094615903660474759 -0.00043589337013673601 0.014901011059936582 -0.0040031129474906871 0.010926814307458699 -0.0032697466090654162
leaf_weight=20 21 38 23 25 26 27 21 31 30 29 28 23 22 56 37 24 22 20 20 22 20 22 20 35 31 2262 42 24 30 70
leaf_count=20 21 38 23 25 26 27 21 31 30 29 28 23 22 56 37 24 22 20 20 22 20 22 20 35 31 2262 42 24 30 70
internal_value=0 0.000190565 -0.00316962 -0.000811753 5.9103e-05 -0.00340805 -0.0059687 -0.00106775 0.00437145 -6.36182e-05 -0.00018034 -6.59326e-05 0.00380947 -0.000608869 0.00314019 0.00773851 -0.000335322 -0.00744693 -0.0159456 0.0124715 -0.00014498 0.00784141 -0.000277247 -0.000141264 -0.00458137 0.000112456 -5.44608e-05 0.00802678 -0.000287167 0.000637891
internal_weight=0 2944 177 154 2923 134 109 82 51 2897 2859 2831 184 161 139 83 2647 69 49 59 2578 42 2536 2516 136 2380 2358 66 2292 101
internal_count=3121 2944 177 154 2923 134 109 82 51 2897 2859 2831 184 161 139 83 2647 69 49 59 2578 42 2536 2516 136 2380 2358 66 2292 101
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=31
num_cat=0
split_feature=403 3 0 15 402 3 43 0 12 43 403 402 403 12 13 1211 131 131 400 2 2 51 51 0 12 475 160 156 0 3
split_gain=0.190606 1.04355 0.673661 0.709236 0.240442 0.695045 1.1912 1.08612 0.828683 0.753576 0.571776 0.71508 0.691647 0.66431 0.319622 0.283281 0.265432 0.459056 0.305311 0.336441 0.726651 1.90664 1.89159 0.85056 0.877551 0.710643 0.837047 2.04986 0.633332 0.602399
threshold=-0.53101999999999994 -0.081054999999999974 -0.086409999999999987 0.09006500000000002 -1.0000000180025095e-35 -0.088784999999999989 -0.14169499999999999 -0.081459999999999991 0.10266500000000002 -0.032879999999999993 -0.087794999999999998 -0.086719999999999978 -0.44023999999999991 0.089885000000000007 -0.088854999999999976 0.11789500000000001 0.13052000000000002 0.11767000000000001 -0.095894999999999994 0.095040000000000013 0.10188000000000001 1.0000000180025095e-35 0.11594500000000001 -0.07847999999999998 0.09334000000000002 -0.085684999999999997 -0.082459999999999992 0.085790000000000019 -0.10324499999999999 -0.10217499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -2 -8 10 -10 12 -12 -7 -14 -13 16 17 18 -6 25 21 23 -23 28 -25 26 -20 -28 -21 -22
right_child=4 -3 3 -5 15 8 7 -9 9 -11 11 14 13 -15 -16 -17 -18 -19 19 20 29 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.013164884570453847 0.0081119358926139869 -0.0196197924895152 0.016554407345330611 -0.0066914601451052089 0.011191233508187631 0.0031403684484151506 0.00026603356894591582 -0.029844972692430024 0.0087482508807443082 -0.01666674800549767 -0.0027420252925367096 0.023241054387763145 0.010040225035956373 0.033371192014489612 0.0053630780358798801 0.010891642696831537 -0.010723182721994818 0.014225865951315923 -0.0043871336567225744 -0.0011973341425993678 -0.0056599165973338222 0.043617563213532169 0.0046856505223191701 -0.018718673500486397 0.0025566091404316277 -0.0018486363390802678 -0.0019683120908533655 0.031803642787417631 0.017857573838350741 0.0011495068243145715
leaf_weight=21 39 31 35 21 23 30 23 25 20 28 64 20 23 26 20 23 24 22 46 33 165 24 26 33 47 1508 41 32 37 611
leaf_count=21 39 31 35 21 23 30 23 25 20 28 64 20 23 26 20 23 24 22 46 33 165 24 26 33 47 1508 41 32 37 611
internal_value=0 -0.00412771 0.00210936 0.00783721 0.000147956 0.00274854 -0.00486943 -0.0154168 0.00561765 -0.00607717 0.00868514 0.00381339 0.0150986 0.0224199 0.0143021 -0.000158903 -0.000254024 -0.000159137 -0.000279651 -0.000381007 0.00108686 0.00646156 0.023373 0.000824417 -0.00621944 -0.00126155 0.00617822 0.0128358 0.00887455 -0.000298373
internal_weight=0 108 77 56 3013 318 87 48 231 48 183 104 79 49 40 2695 2672 2648 2626 2603 976 200 50 150 80 1627 119 73 70 776
internal_count=3121 108 77 56 3013 318 87 48 231 48 183 104 79 49 40 2695 2672 2648 2626 2603 976 200 50 150 80 1627 119 73 70 776
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=31
num_cat=0
split_feature=8 1 2 46 39 39 39 0 0 30 30 16 10 39 123 39 15 40 159 131 130 52 0 159 0 159 15 484 133 2
split_gain=0.174292 0.194057 0.314789 0.207309 0.226324 0.273405 0.236136 0.510106 0.442238 0.435626 0.560786 0.337045 0.323084 0.578455 0.542251 0.377817 0.454786 0.395609 0.305057 0.947729 0.623964 0.552733 0.58035 0.713737 0.534801 0.467476 0.37722 0.716368 0.570274 0.653199
threshold=0.099635000000000015 0.16540500000000002 0.31358000000000003 -0.043074999999999995 0.11536 0.10940500000000002 0.10076500000000001 -0.093584999999999988 0.16094000000000003 0.088655000000000012 0.085875000000000021 0.13751500000000003 0.058500000000000003 0.090880000000000016 0.091310000000000016 0.087015000000000009 -0.54354999999999987 -0.085444999999999979 0.09599000000000002 0.086300000000000016 0.090945000000000012 -0.069804999999999992 -0.089269999999999988 0.10600500000000002 -0.071924999999999989 0.12082500000000002 0.085935000000000025 0.11650000000000001 0.081415000000000015 0.088055000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 -8 9 10 12 -10 13 15 -15 16 -5 -18 26 20 21 22 -20 -24 -25 -23 28 -28 -19 -30
right_child=-2 -3 -4 4 -6 -7 7 -9 11 -11 -12 -13 -14 14 -16 -17 17 18 19 -21 -22 25 23 24 -26 -27 27 -29 29 -31
leaf_value=0.0089898017104715119 0.0090795272251679784 -0.0085022988418738052 0.01118812343850732 0.014920900487340988 -0.0067591996791580809 0.010589427966624499 0.0035345202793541832 -0.019051013443386184 0.01959932653233409 0.011819196852544943 -0.015515781760526202 0.0012405327893793585 -0.010853031690099411 0.021924480521525055 -3.5463705320249907e-05 -0.010143842576929418 0.011828797107079516 -0.002847053444465065 -0.010806831106943403 -0.011642624337754742 -0.0093699112282289825 0.025006103681193461 0.023610612582415341 0.01082822812551802 -0.0074632331128081974 0.0082913214330222803 0.0015956365897775316 -0.015596502512693407 -0.0029961825084854972 0.0043069271492954453
leaf_weight=25 21 27 25 20 51 24 20 20 20 30 24 20 28 23 22 38 27 1096 23 37 24 27 20 33 31 44 794 25 212 290
leaf_count=25 21 27 25 20 51 24 20 20 20 30 24 20 28 23 22 38 27 1096 23 37 24 27 20 33 31 44 794 25 212 290
internal_value=0 -6.15065e-05 1.26561e-05 -7.90062e-05 -0.000154005 -4.06584e-05 -0.000127199 -0.00775825 -2.22329e-05 -0.00016787 -0.000294583 0.0104199 -0.000164765 -5.73448e-05 0.0111885 -0.000241972 -0.000102767 -0.000214759 -0.000337189 0.00307094 0.005766 0.00780679 0.00326754 0.00712123 0.0019683 0.0146476 -0.000674195 0.00107085 -0.00156856 0.00122275
internal_weight=0 3100 3073 3048 3023 2972 2948 40 2908 2868 2838 40 2814 2786 45 2741 2703 2683 2656 239 202 178 107 84 64 71 2417 819 1598 502
internal_count=3121 3100 3073 3048 3023 2972 2948 40 2908 2868 2838 40 2814 2786 45 2741 2703 2683 2656 239 202 178 107 84 64 71 2417 819 1598 502
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=31
num_cat=0
split_feature=1444 43 52 155 155 1424 474 3 1419 484 4 1456 16 1452 12 1210 42 13 13 43 47 131 2 43 15 1204 2 0 12 12
split_gain=0.174887 0.351686 0.241752 0.292284 0.546822 0.329756 0.476315 0.276249 0.274205 0.329468 0.552611 0.293588 0.812803 0.339314 0.340347 0.706091 0.924139 0.602514 0.56722 0.88678 0.583477 0.75627 0.733642 1.12621 1.09322 0.734329 0.764027 0.651438 0.648328 0.839107
threshold=-0.083894999999999983 -0.54673999999999989 -0.56176499999999996 0.14547000000000002 0.12016500000000001 1.0000000180025095e-35 -0.094124999999999986 -0.24163499999999996 0.091465000000000005 0.23536000000000004 -0.013514999999999998 -0.16480999999999998 -0.020119999999999996 -0.073879999999999987 0.09141500000000001 -0.07983999999999998 0.11603500000000001 -0.42195999999999995 -0.078704999999999983 -0.088909999999999989 0.102035 0.096160000000000009 0.095195000000000016 -1.0000000180025095e-35 -0.10091499999999999 -1.0000000180025095e-35 0.09358000000000001 -0.04917499999999999 0.10866500000000003 0.099815000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 5 6 -4 -3 9 11 -11 12 -8 -13 -15 16 -16 -17 19 -19 22 -22 25 27 -25 -20 -27 -24 29 -26
right_child=1 2 3 -5 -6 -7 8 -9 -10 10 -12 13 -14 14 15 17 -18 18 20 -21 21 -23 23 24 28 26 -28 -29 -30 -31
leaf_value=-0.0067425926559065517 0.012979968034085774 -0.0022102960743583164 -0.014530856227097306 0.0098513176648652775 -0.014675530228907101 0.012687473464757204 0.003622291301815914 0.010905458015345391 -0.0092886370141059167 -0.0028960507540475755 0.019782910606061872 0.012681854172565399 -0.023192227461840961 -0.00084984223698791536 -0.021593166120221902 -0.014521471422076935 0.0059519697518442723 -0.0099074511991246884 0.023182765993458983 0.011419440300051065 -0.015244971669203234 0.0082924803945934409 0.00041403347567577824 0.011834224462509155 -0.010286771786864848 0.0024313893817315556 0.017750877300529062 0.015403335979460059 -0.0055256116162571648 -0.037767602750100195
leaf_weight=38 21 26 23 29 26 20 26 42 32 21 22 21 20 1858 29 21 21 23 22 128 43 20 134 20 25 271 37 37 45 20
leaf_count=38 21 26 23 29 26 20 26 42 32 21 22 21 20 1858 29 21 21 23 22 128 43 20 134 20 25 271 37 37 45 20
internal_value=0 8.31069e-05 -5.34316e-06 -0.000139253 -0.000236968 -0.000109237 -0.000196915 0.00589061 -8.30755e-05 1.978e-05 0.00870714 -0.00011264 -0.0080362 1.87055e-05 -7.78544e-05 0.00152299 -0.0100242 0.00220544 0.00263122 0.00817097 0.00139012 -0.00777276 0.0023349 -0.00142023 -0.00931354 0.00553245 0.00427172 0.00365733 -0.014013 -0.0225005
internal_weight=0 3083 3062 2994 2965 2939 2919 68 2896 2864 43 2821 46 2775 2754 896 50 846 825 151 674 63 611 281 110 330 308 171 90 45
internal_count=3121 3083 3062 2994 2965 2939 2919 68 2896 2864 43 2821 46 2775 2754 896 50 846 825 151 674 63 611 281 110 330 308 171 90 45
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=31
num_cat=0
split_feature=403 3 0 15 1209 0 42 52 1201 399 1209 402 1211 4 43 2 12 0 0 133 402 1213 3 12 133 12 12 52 474 483
split_gain=0.179077 1.17078 0.639558 0.700831 0.276974 0.507724 0.376761 0.375059 0.280962 0.285045 0.275275 0.246317 1.18015 0.735797 0.405669 0.392736 0.40261 0.42389 0.340232 0.869215 0.545479 0.828463 0.518712 0.3939 0.35004 0.32799 0.744202 0.749741 0.605675 0.592551
threshold=-0.53255499999999989 -0.081054999999999974 -0.086409999999999987 0.09006500000000002 0.083050000000000013 -0.086409999999999987 0.085010000000000016 0.08568000000000002 -0.080909999999999996 0.10520000000000002 0.094730000000000023 0.089785000000000018 1.0000000180025095e-35 -0.58204499999999992 -0.53814999999999991 0.31765000000000004 -0.12529499999999996 -0.10474999999999998 -0.08841499999999998 -0.14757499999999998 0.113945 -0.069964999999999986 -0.082689999999999986 0.087925000000000017 -0.047229999999999987 0.09141500000000001 0.09202500000000001 0.086040000000000019 -0.10160499999999999 -0.070084999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 -6 7 10 -2 11 -7 13 18 -10 -15 16 17 -16 19 -13 21 -20 -22 -23 -24 28 27 -27 -18 -30
right_child=4 -3 3 -5 5 6 -8 -9 9 -11 -12 12 -14 14 15 -17 25 -19 20 -21 22 23 24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.012806649026460946 -0.011089380393209666 -0.021538074574969611 0.016864411584238577 -0.0067267354857176546 0.015491107575871866 0.0040619064981001433 -0.0070777166471187331 -0.0041172297767780985 -0.017476869121193887 0.0084980736319453295 0.01859286124844485 0.0084513049377934451 0.026177377225831151 0.013949021352455022 -0.0012800949043594301 -0.013967694392583023 0.012617544763751569 0.016830957334189278 0.02591516073083594 -0.015543737957098833 -0.015892595001919706 -0.0032024028419982645 -0.0049762629583710808 0.012104552263265541 0.010484389291593323 0.024816406571951052 0.00042940731094662427 0.001024732469684548 0.0052965264988988799 -0.002036163379500743
leaf_weight=20 23 28 34 20 32 32 37 29 25 39 22 26 20 20 24 21 31 28 21 36 22 40 32 29 27 26 740 27 119 1491
leaf_count=20 23 28 34 20 32 32 37 29 25 39 22 26 20 20 24 21 31 28 21 36 22 40 32 29 27 26 740 27 119 1491
internal_value=0 -0.00412102 0.00246922 0.00812695 0.000139233 0.00429911 0.00131457 0.00505571 -8.13116e-05 7.71287e-06 0.00998193 -0.000110335 0.00286586 -0.000405389 -0.000236498 -0.000349665 -0.000234629 0.00847201 0.00086487 -0.0054813 0.00316582 0.00852394 -0.00278764 0.00323096 0.00209895 -0.000420638 0.00124925 0.0126961 -0.0012276 -0.00149418
internal_weight=0 102 74 54 3019 152 120 83 2867 2844 54 2805 253 2552 2527 2507 2486 52 233 62 171 90 81 69 59 2434 793 53 1641 1610
internal_count=3121 102 74 54 3019 152 120 83 2867 2844 54 2805 253 2552 2527 2507 2486 52 233 62 171 90 81 69 59 2434 793 53 1641 1610
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=31
num_cat=0
split_feature=148 473 472 474 474 474 1446 1 1429 1455 1455 2 482 482 51 160 1348 475 157 1 1 45 158 160 482 1455 159 1 479 0
split_gain=0.173582 0.223316 0.278219 0.273645 0.346668 0.459046 0.323856 2.39601 0.338152 0.303722 0.553254 0.579003 0.347899 0.39266 0.392328 0.437449 0.303708 0.281448 0.302704 0.666815 0.35217 0.504579 0.343326 0.401722 0.45612 0.633681 0.406946 0.880996 0.436994 0.411897
threshold=0.10090000000000002 -0.072684999999999986 -0.097514999999999977 0.11454000000000002 0.11085000000000002 0.10451000000000001 0.11483500000000001 0.083135000000000014 -0.13895999999999997 -0.23681499999999997 -0.088874999999999982 0.084055000000000005 0.093000000000000013 0.096745000000000012 -1.0000000180025095e-35 -0.10828499999999998 0.090205000000000021 0.068270000000000011 -0.096984999999999974 0.093400000000000025 0.15799000000000005 0.10526500000000001 -0.24147999999999997 0.51752500000000012 -1.0000000180025095e-35 0.10442000000000001 0.11867500000000002 0.080585000000000004 0.078750000000000014 -0.17169499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 -8 -4 -10 11 -11 16 -14 -15 -16 17 18 19 -12 21 22 -20 24 -24 26 28 -28 29 -26
right_child=-2 2 3 -5 -6 -7 7 -9 9 10 12 -13 13 14 15 -17 -18 -19 20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0093460097610950487 0.0082991971671581271 -0.0087627112487884806 0.012033536965432376 0.0088823306401643685 -0.011419706315630013 0.011875309959577862 -0.033577946629375223 0.015371133536100388 0.00986915816863378 -0.023869199025211858 0.00093830240150101669 -0.0017522900999555815 0.016212146542966367 -0.0083357936926186076 -0.0035829904799660052 0.014160483274044414 -0.011726425239897293 0.010594468831550331 -0.0098066768117455981 -0.020247014975090377 -0.010541903601551895 0.015835544997826217 -0.011435581661228622 0.012394411029526965 0.0054255093865480932 0.016230799118056895 0.0056852051722151896 -0.022098240770661505 0.0086551712777722511 -0.00045508352688041219
leaf_weight=25 25 37 23 34 27 32 20 20 30 20 39 29 26 25 24 33 23 24 36 24 32 20 35 26 126 24 21 25 58 2178
leaf_count=25 25 37 23 34 27 32 20 20 30 20 39 29 26 25 24 33 23 24 36 24 32 20 35 26 126 24 21 25 58 2178
internal_value=0 -6.70155e-05 -0.000143644 -3.85332e-05 -0.000139636 -3.71937e-05 -0.00016681 -0.00910341 -4.35886e-05 -0.000140105 -0.00024554 -0.0107796 -6.11277e-05 0.00550394 0.00210865 0.00668955 -0.000284475 -0.000185837 -0.000283692 -0.00713229 -0.000116523 1.43564e-05 -0.000110762 2.92515e-05 -0.000101066 6.20537e-05 -9.90966e-05 -0.00941449 8.2321e-05 -0.000133489
internal_weight=0 3096 3071 3034 3000 2973 2941 40 2901 2878 2848 49 2799 108 82 57 2691 2668 2644 63 2581 2549 2529 2493 2467 2432 2408 46 2362 2304
internal_count=3121 3096 3071 3034 3000 2973 2941 40 2901 2878 2848 49 2799 108 82 57 2691 2668 2644 63 2581 2549 2529 2493 2467 2432 2408 46 2362 2304
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=31
num_cat=0
split_feature=50 104 2 1 130 16 0 0 2 13 2 30 30 48 1 34 34 48 132 132 42 10 4 4 16 43 4 13 12 12
split_gain=0.166894 0.220658 0.331855 0.299274 0.210826 0.845722 0.467088 0.567849 0.413474 0.558492 0.54202 0.271472 0.546474 0.308473 0.863562 0.686188 0.931053 0.476427 0.395557 0.664128 0.73935 0.54174 0.627233 0.805215 0.724034 0.679731 0.622394 0.62269 0.605612 0.68345
threshold=0.14828500000000003 0.089050000000000004 0.31765000000000004 0.16175000000000003 -0.072444999999999982 -1.0000000180025095e-35 0.22582000000000002 0.16094000000000003 0.08647500000000001 -0.004174999999999999 0.093680000000000013 0.088655000000000012 0.085875000000000021 -0.089099999999999999 0.099660000000000012 -0.085739999999999983 -1.0000000180025095e-35 -0.081134999999999999 0.0041800000000000006 0.088210000000000011 0.085465000000000013 -0.012544999999999999 -0.0082299999999999995 -0.008819999999999998 -0.14322499999999996 0.28064000000000006 0.00063500000000000004 0.15641500000000003 0.085635000000000003 0.086655000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 11 -1 -10 -11 12 13 14 -6 -15 -17 -18 21 20 -20 -19 23 24 -23 -26 28 -28 -24 -30
right_child=-2 -3 -4 -5 6 -7 -8 -9 9 10 -12 -13 -14 15 -16 16 17 18 19 -21 -22 22 26 -25 25 -27 27 -29 29 -31
leaf_value=0.0064473238173575909 -0.0091056234482675795 0.010528573114424945 -0.012848653793334962 0.011971449967296351 -0.003229399787618176 0.018984349936262929 -0.015058098458463239 0.01629390755579585 -0.017890229958878911 -0.010467442493176177 0.011531339616825183 0.0086714185116922148 -0.016016867293298924 -0.018354235660462154 0.021545717539265753 0.021288368997629731 -0.013584520716082167 -0.014734223581574583 0.0045069869500226701 0.00077189395537678957 0.027780332948480337 -0.019437749641524119 0.0014064561189579949 -0.018558577757461794 -0.000776993486720915 -0.013843699449264422 0.0008086193315488228 -0.015577903001879653 0.029099296052008866 0.0079976771264531031
leaf_weight=55 20 20 20 21 34 29 21 21 23 21 24 34 22 21 24 20 27 27 39 218 21 22 98 28 1373 41 687 24 20 66
leaf_count=55 20 20 20 21 34 29 21 21 23 21 24 34 22 21 24 20 27 27 39 218 21 22 98 28 1373 41 687 24 20 66
internal_value=0 5.8727e-05 -9.23691e-06 7.46534e-05 -7.52838e-06 0.00362243 -0.000198579 -8.97369e-05 5.15279e-07 -0.00521382 0.00126524 -0.000210628 -0.000318021 -0.000194231 0.00702237 -0.000347439 -0.000207954 -0.000367719 -0.000233765 0.00333609 0.0126527 -0.000649699 -0.000488494 -0.00176344 -0.00143596 -0.00115587 0.001597 0.000255488 0.00678079 0.012905
internal_weight=0 3101 3081 3061 3040 152 2888 2867 123 68 45 2846 2812 2790 58 2732 2711 2691 2664 278 60 2386 2359 1464 1436 1414 895 711 184 86
internal_count=3121 3101 3081 3061 3040 152 2888 2867 123 68 45 2846 2812 2790 58 2732 2711 2691 2664 278 60 2386 2359 1464 1436 1414 895 711 184 86
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=31
num_cat=0
split_feature=1208 403 3 42 402 402 4 43 133 401 0 43 402 375 160 484 52 15 1 4 3 4 52 483 481 48 13 13 1 2
split_gain=0.171969 0.299661 1.54862 0.491987 0.21232 0.791674 0.565095 0.371151 0.457316 0.833762 0.647533 0.324058 0.344134 0.274994 0.273015 0.698553 0.513645 0.507895 0.43542 1.2978 0.478923 0.570109 0.573212 0.641069 0.813365 0.668071 0.496118 0.445469 0.488471 0.386496
threshold=0.11846000000000001 -0.53255499999999989 -0.081054999999999974 0.089165000000000008 0.095250000000000015 0.099740000000000009 -0.58204499999999992 0.0047850000000000011 -0.062749999999999986 0.11683 -0.084269999999999984 -0.53814999999999991 0.092300000000000007 0.087420000000000012 -0.089549999999999991 -0.084519999999999984 -0.070154999999999981 -0.52744999999999986 0.090840000000000018 -0.050494999999999991 0.083060000000000009 -0.082769999999999982 0.4002400000000001 0.096950000000000022 -0.062079999999999989 0.094925000000000023 -0.083764999999999992 -0.07692499999999998 0.11230000000000001 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -3 8 10 -10 -7 -8 13 14 15 -13 -17 -16 20 -20 21 -18 23 24 26 -26 -23 -21 -29 -24
right_child=-2 4 -4 -5 5 7 11 -9 9 -11 -12 12 -14 -15 17 16 18 -19 19 27 -22 22 29 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0087351098436296779 0.0080988234267211894 -0.015101474650204184 -0.029531277141844232 0.0084610094077794303 0.019129036132384231 0.00090428807307034735 0.011334564261138441 -0.0091768787678090796 -0.019156816585556322 0.0053528292383998631 0.017343098196166418 0.017705982972660829 -0.013171959053725006 0.010650528232023742 0.014554378178647973 0.016400529923183579 0.013288799574864764 -0.00071556170567012886 -0.024982493162155152 0.008002292087555608 0.017367998659610747 0.019159454002510758 0.0015716475142576432 -0.020676455697976055 -0.012174114193280799 0.0075787966099122297 -0.0011735726652356486 -0.017928849332965912 0.0019930605907575228 0.015838467298142082
leaf_weight=28 26 25 21 41 27 68 25 31 23 35 37 27 20 24 22 21 35 2199 25 44 20 24 59 20 67 23 24 20 32 28
leaf_count=28 26 25 21 41 27 68 25 31 23 35 37 27 20 24 22 21 35 2199 25 44 20 24 59 20 67 23 24 20 32 28
internal_value=0 -6.80353e-05 -0.00575376 0.00148287 0.000102253 0.00308565 -0.000134576 0.00085281 0.0027603 -0.00436651 0.00669701 1.04271e-06 -0.000102592 -6.28154e-06 -0.000101361 0.00209097 0.00113711 -0.000564306 0.000375749 -0.0046881 0.00241817 0.00135032 -0.000355171 -0.00394444 -0.00151951 -0.00712615 0.00899294 0.000596894 -0.00566921 0.00616327
internal_weight=0 3095 90 69 3005 221 2784 194 163 58 105 2759 2734 2714 2690 469 442 2221 421 121 300 280 245 158 138 90 48 96 52 87
internal_count=3121 3095 90 69 3005 221 2784 194 163 58 105 2759 2734 2714 2690 469 442 2221 421 121 300 280 245 158 138 90 48 96 52 87
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=31
num_cat=0
split_feature=52 16 12 52 12 132 128 4 2 4 13 51 133 52 0 2 51 12 48 1 160 4 2 160 51 2 43 2 156 1210
split_gain=0.183676 1.23366 1.11935 0.793158 1.00289 0.790033 0.530135 0.522632 1.10699 0.802071 0.528418 0.913923 0.672913 0.387923 0.361115 0.421058 0.355017 0.550761 0.680411 0.584561 0.379223 0.659504 1.12355 0.565754 0.496089 0.785316 0.505171 0.444521 0.416371 0.391512
threshold=0.10024500000000001 0.10246000000000001 0.098150000000000015 0.092965000000000006 0.091715000000000005 -0.083919999999999981 0.086435000000000012 -0.082769999999999982 0.093680000000000013 -0.081114999999999979 -0.059629999999999996 0.11594500000000001 0.076280000000000014 0.092320000000000013 -0.14454499999999995 0.10097500000000002 0.10614000000000001 0.09364500000000002 0.12737000000000001 0.088340000000000016 -0.089549999999999991 0.055260000000000011 0.089775000000000008 -0.086829999999999977 0.095375000000000015 0.11510000000000002 -0.52440999999999993 0.087470000000000006 0.088080000000000006 -0.15347999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 13 -5 -2 7 8 -7 -9 14 12 -12 16 -11 -16 20 18 19 -18 21 22 27 28 26 -26 -25 -1 -22 -28
right_child=1 2 -4 4 -6 6 -8 9 -10 10 11 -13 -14 -15 15 -17 17 -19 -20 -21 23 -23 -24 24 25 -27 29 -29 -30 -31
leaf_value=0.0063364256572741506 0.014945598756457913 -0.033648223429918293 -0.0013709756656594221 -0.00056374567211605611 0.025111734687254347 0.023478463866437475 0.014347813721923603 -0.022544814553111792 -0.0051281239747280084 -0.012959878807014319 0.00086526904986905214 -0.025174544384450812 -0.019722292982041839 -0.013434438983954133 -0.0010270511417380507 0.0081138758192537356 0.005606546397514952 -0.004474689249117445 -0.0052922514546662573 0.026053475614251767 -0.021369262793186038 -0.0095563898427196998 0.025550644405718359 0.012979992218315601 -0.018323761452403334 0.0060094170094955532 0.011444553720026181 -0.010515858754515647 -0.0014332463080063463 -0.00025809491863642214
leaf_weight=72 32 22 21 32 29 24 21 20 31 20 77 24 20 21 237 64 27 36 20 29 22 26 28 30 36 21 29 20 20 2010
leaf_count=72 32 22 21 32 29 24 21 20 31 20 77 24 20 21 237 64 27 36 20 29 22 26 28 30 36 21 29 20 20 2010
internal_value=0 -0.00155172 -0.0178849 0.000379268 0.0116426 -0.000319564 -0.00122753 -0.00186018 0.00735475 -0.0029572 -0.00207088 -0.00770256 -0.00337959 9.8489e-05 5.19606e-05 0.000916535 0.000215633 0.00571423 0.0105406 0.0161951 -5.05047e-05 0.00488258 0.00801103 -0.000382715 -0.000155662 -0.00935891 9.78835e-05 0.00267289 -0.0118759 -9.16521e-05
internal_weight=0 613 43 2508 61 570 538 517 55 462 442 121 97 2447 321 301 2426 112 76 56 2314 146 120 2168 2126 57 2069 92 42 2039
internal_count=3121 613 43 2508 61 570 538 517 55 462 442 121 97 2447 321 301 2426 112 76 56 2314 146 120 2168 2126 57 2069 92 42 2039
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=31
num_cat=0
split_feature=3 1 1 1 49 16 51 0 43 15 2 2 150 454 147 3 1 2 3 160 1 16 51 3 13 0 43 3 2 49
split_gain=0.186849 0.182094 0.680157 0.575768 0.483583 0.754286 1.20671 0.557839 0.764192 0.439235 0.439762 0.744455 0.39794 0.275942 0.277251 0.372052 1.11545 1.21514 2.0219 1.73183 1.15774 1.14229 0.957238 0.732424 1.61917 0.695436 0.91793 1.4093 0.5051 0.487786
threshold=0.63141500000000017 0.12408500000000001 0.12656000000000003 0.12040000000000002 0.14321000000000003 0.24134000000000003 0.13705500000000001 -0.036484999999999997 -0.070064999999999975 -0.21699999999999997 0.14530500000000005 1.0000000180025095e-35 -0.14718999999999996 1.0000000180025095e-35 0.099730000000000027 -0.0049599999999999991 0.092390000000000014 0.088745000000000004 0.092670000000000016 -0.076214999999999991 0.095695000000000016 -0.024819999999999998 0.092545000000000016 -0.0096849999999999974 -0.049279999999999997 -0.26609999999999995 -0.069134999999999988 0.10299500000000002 0.093175000000000022 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 12 5 6 7 9 -9 10 11 -4 -1 14 15 23 17 18 21 -19 -18 -17 25 -14 -25 -22 -27 -28 -21 -29
right_child=-2 2 4 -5 -6 -7 -8 8 -10 -11 -12 -13 13 -15 -16 16 20 19 -20 28 22 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=0.012081608072751099 -0.0089799730188172798 0.020302634947001935 0.0009261371410684661 -0.012234767549074231 -0.012679209171429926 -0.011161876972490813 0.027617398560756731 -0.0030040443165316472 0.022430879836557088 0.0057060891995206475 0.0031418424365775924 -0.025731249891263859 -0.00015424604443416178 -0.011272578944706103 -0.01175924377515912 -0.015931615550071002 0.027919651926136935 0.028173258843953199 -0.034449231576312474 0.00905923561355018 -0.0075824204279342673 0.017866162806749346 -0.0084673515670240316 0.0056334543803876098 -0.033186903649142813 -0.0039215907789766791 0.041004273965954782 -0.00031609690398909157 -0.0087914745889458006 0.018084461792536519
leaf_weight=27 23 20 20 39 23 34 21 21 27 50 28 22 2328 22 20 20 26 23 27 23 20 20 39 22 21 25 20 25 51 34
leaf_count=27 23 20 20 39 23 34 21 21 27 50 28 22 2328 22 20 20 26 23 27 23 20 20 39 22 21 25 20 25 51 34
internal_value=0 6.66686e-05 0.00256824 -0.000168296 0.00112642 0.00255032 0.00501707 0.00219202 0.0113031 -0.00145241 -0.00656562 -0.0130373 1.94312e-07 -0.000117737 -2.83032e-05 5.78271e-05 0.00308667 -0.0029479 -0.013305 0.004206 0.00832302 0.000967274 0.00519718 -0.000393114 -0.0133253 0.00949489 0.012779 0.018064 -0.00324328 0.0102876
internal_weight=0 3098 266 2832 246 223 189 168 48 120 70 42 2793 2766 2744 2724 353 164 67 97 189 40 163 2371 43 124 104 79 74 59
internal_count=3121 3098 266 2832 246 223 189 168 48 120 70 42 2793 2766 2744 2724 353 164 67 97 189 40 163 2371 43 124 104 79 74 59
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=31
num_cat=0
split_feature=160 13 160 160 159 1455 44 1446 1429 42 1419 1420 1429 43 15 1429 1453 1453 1455 124 124 1 49 447 15 1 48 52 48 2
split_gain=0.17914 1.45491 0.514147 0.313511 0.286091 0.268102 0.54321 0.315791 0.262992 0.682756 0.292919 0.269484 0.333459 1.20664 0.792358 0.78894 0.383204 1.80867 0.591828 0.339944 0.423084 0.407843 0.335707 0.848983 0.703818 1.35488 1.27777 0.583086 0.689675 0.606108
threshold=-0.55248999999999981 -0.085384999999999975 -0.54784999999999984 -0.53327999999999987 0.14765500000000001 0.12033000000000001 0.10049500000000001 0.111445 0.094630000000000006 0.086035000000000014 0.089400000000000021 -0.083279999999999979 0.084885000000000002 -0.084154999999999994 -0.0079099999999999986 0.08401500000000002 -0.077764999999999987 -0.049419999999999992 0.090320000000000011 -0.087394999999999987 -0.088774999999999979 0.10538500000000002 -0.008964999999999999 0.086195000000000008 -0.092919999999999989 0.085345000000000018 0.087555000000000008 -0.075329999999999994 0.097500000000000017 0.11510000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 7 8 10 -10 11 -5 15 -14 -15 16 18 -18 -13 20 21 -19 24 -24 25 -21 -27 29 -29 -26
right_child=2 -3 3 4 -6 -7 -8 -9 9 -11 -12 12 13 14 -16 -17 17 19 -20 22 -22 -23 23 -25 27 26 -28 28 -30 -31
leaf_value=0.0082532639615237723 0.016078849211335185 -0.026065655886417346 -0.010012383632842571 -0.0087534944713115702 0.010343122099422748 0.011542390405666084 -0.014752965530380607 0.0094921513141265953 0.0027004527506997457 -0.01779251445791331 0.0090443199888492632 0.00077881281002191828 0.024208368388756826 0.0089791596098097431 -0.013892083054608002 -0.014622297544485411 -0.029331204861548377 -0.0054143383429618554 0.021509939280249888 0.0056681421121726906 0.01769546659779735 0.012520605245871202 0.00023446023092748745 0.018084509844495052 0.0012074423350647769 -0.036636138492478779 -0.0034711760069642754 -0.0022365964488876996 -0.020976281132210384 0.01848349938324342
leaf_weight=30 20 21 31 35 27 20 25 35 37 29 36 40 26 33 28 37 21 32 21 29 24 21 2028 27 132 26 21 183 22 24
leaf_count=30 20 21 31 35 27 20 25 35 37 29 36 40 26 33 28 37 21 32 21 29 24 21 2028 27 132 26 21 183 22 24
internal_value=0 -0.00587806 9.76485e-05 -7.14626e-06 9.55905e-05 3.11615e-06 -7.45371e-05 4.9983e-05 -6.35046e-05 -0.00630403 8.1216e-05 -3.36138e-05 7.63667e-05 0.00616956 -0.00151912 -0.000120846 8.15507e-05 -0.000102961 0.00791576 0.000135961 0.00668007 0.00169196 -6.6244e-05 0.000468986 -0.00258317 -0.0113297 -0.0218178 -0.000741798 -0.00424768 0.0038653
internal_weight=0 51 3070 3050 3019 2992 2972 2947 2912 66 2846 2810 2775 87 61 2688 2651 2590 61 2569 77 53 2492 2055 437 76 47 361 205 156
internal_count=3121 51 3070 3050 3019 2992 2972 2947 2912 66 2846 2810 2775 87 61 2688 2651 2590 61 2569 77 53 2492 2055 437 76 47 361 205 156
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=31
num_cat=0
split_feature=1185 43 48 42 4 2 52 43 133 4 3 1425 11 33 10 0 2 13 16 33 14 3 3 1 14 15 0 2 1452 158
split_gain=0.158991 0.176423 0.70529 0.865952 1.29229 0.629505 0.415615 0.360346 0.682216 0.291784 0.525789 0.327926 0.395648 0.291323 0.533184 0.918702 0.36395 0.339622 0.697917 0.318659 0.307747 0.290555 0.881637 0.687186 0.578578 0.395468 0.635449 0.443639 0.761313 0.891376
threshold=0.089620000000000019 -0.15879999999999997 0.092065000000000022 0.084145000000000011 -0.10429499999999998 0.10097500000000002 -0.15026499999999995 -0.14386499999999997 1.0000000180025095e-35 -0.51843499999999987 -0.014944999999999998 0.10129000000000002 0.099410000000000012 0.082285000000000011 -0.012544999999999999 -0.073309999999999986 0.16394500000000004 0.10935500000000002 -0.39185999999999993 0.091440000000000007 -0.47013499999999991 -0.14989499999999997 -0.13309499999999996 0.097115000000000021 0.078400000000000011 -0.41396999999999995 -0.093039999999999984 0.091545000000000015 0.10669000000000002 0.11817500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 8 -3 10 -9 12 13 14 15 -11 17 20 -19 -15 -16 23 -23 24 -22 26 -24 28 29 -27
right_child=-2 7 -4 4 -6 -7 -8 9 -10 11 -12 -13 -14 19 16 -17 -18 18 -20 -21 21 22 25 -25 -26 27 -28 -29 -30 -31
leaf_value=0.010426851563776533 0.0062640541896689696 -0.0023965462721113502 -0.016042388783877388 0.030445265946909786 -0.0012582890852677843 -0.017770821491962876 -0.0044560391239302109 0.020077384491451085 0.01991125333767671 0.0029450274157253181 -0.0013149213114822353 -0.01073564447839905 0.013310812362893063 0.015364012537989767 0.010979829736053943 -0.02629654183096829 0.01269868150014769 0.0040203978024099182 -0.020116889558732511 -0.0013454358137789228 -0.025242688841535712 0.019984416223385121 0.0015213283871372161 0.0016264056651702813 -0.0027913198721679776 -0.0010249961680223383 -0.014267646422609687 0.0019815871929143372 -0.019814340379976092 0.015363059418878573
leaf_weight=24 40 29 34 20 36 29 86 20 26 22 27 29 22 25 25 21 22 23 25 21 24 22 52 62 22 1393 50 835 21 34
leaf_count=24 40 29 34 20 36 29 86 20 26 22 27 29 22 25 25 21 22 23 25 21 24 22 52 62 22 1393 50 835 21 34
internal_value=0 -8.1325e-05 -0.0027518 -0.000434471 0.0100644 -0.00466424 -0.00120886 0.0001331 0.00814896 -2.45234e-05 0.00778819 -0.00015805 -4.53154e-05 -0.000154183 -0.000290986 -0.0113357 -0.000109023 -0.000217899 -0.00855111 0.00773579 -6.04206e-05 -0.000170165 5.75124e-05 -0.00524441 -0.0145051 -0.0001263 -0.00621837 0.000145882 -0.000912691 -0.000634531
internal_weight=0 3081 229 195 56 139 110 2852 55 2797 47 2750 2721 2699 2653 43 2610 2588 48 46 2540 2515 2407 108 46 2385 102 2283 1448 1427
internal_count=3121 3081 229 195 56 139 110 2852 55 2797 47 2750 2721 2699 2653 43 2610 2588 48 46 2540 2515 2407 108 46 2385 102 2283 1448 1427
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=31
num_cat=0
split_feature=1426 1428 474 474 1446 471 474 157 49 1454 1454 1455 160 1444 160 1443 52 155 12 12 15 155 481 481 3 158 1455 42 133 16
split_gain=0.163422 0.245301 0.221889 0.279505 0.303484 0.256507 0.439306 0.417469 0.456555 0.254874 0.630767 0.361404 0.415081 0.397452 1.00904 0.577951 0.378775 0.375752 0.486644 1.03125 0.325962 0.305674 0.304576 0.603569 0.314997 0.356975 0.519486 0.525942 0.466813 0.414121
threshold=-0.10090499999999998 0.10024500000000001 0.11454000000000002 0.11085000000000002 -0.093534999999999993 0.088635000000000005 0.10451000000000001 0.00087500000000000013 0.088595000000000021 0.10398500000000001 0.097395000000000023 -0.23681499999999997 -0.55323499999999981 -0.081839999999999982 -0.014869999999999998 0.090090000000000017 -0.56022499999999986 0.093115000000000017 0.087535000000000016 0.093965000000000007 -0.069954999999999989 0.112835 0.11244000000000001 0.0051300000000000009 0.63141500000000017 0.085030000000000008 0.079300000000000009 0.088465000000000002 -0.54656499999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 9 8 -7 10 11 -6 -13 14 -14 16 -15 22 -19 -20 -11 -21 23 24 25 28 27 29 -18 -27
right_child=1 -3 -4 -5 5 7 -8 -9 -10 20 -12 12 13 15 -16 -17 17 18 19 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0087918456643819812 0.012319325474090875 -0.0087696279981173582 0.0090566957636770817 -0.010178073741419078 0.012210466782562435 -0.023094515390694143 0.014170152115085247 0.0052837382256984717 -0.0017273636162281039 0.016555018013431913 -0.017403868140120592 -0.011812862999116382 0.025791963562369347 0.0082849090504977432 -0.0059734711528290066 -0.017068439498543739 0.014216646327721802 -0.019467370652339677 0.015417781692336908 -0.0017857313528656959 7.3672411963343628e-05 -0.018372073202393948 -0.011670481362803416 0.017029801955712694 -0.012190070978942372 0.0033699934742490363 0.01631648989217677 -0.0042930533008557958 -0.00042083632179176832 0.01813634698805602
leaf_weight=21 20 32 27 27 24 20 22 20 20 21 21 30 20 54 20 20 22 22 22 20 28 25 22 21 21 109 29 81 2257 23
leaf_count=21 20 32 27 27 24 20 22 20 20 21 21 30 20 54 20 20 22 22 22 20 28 25 22 21 21 109 29 81 2257 23
internal_value=0 -5.95576e-05 3.12906e-05 -4.88429e-05 4.18967e-05 -4.01169e-05 9.22471e-05 -0.00651271 -0.0124109 -1.41107e-05 -0.000136503 -8.91182e-06 -0.00011298 1.29151e-05 0.00990925 -0.000131136 -6.96252e-06 -0.000174412 -0.006563 -0.00232575 0.00713711 -0.0110004 4.5543e-05 0.00014611 6.62994e-06 0.000108229 0.00375994 0.00205037 -0.000279535 0.00594292
internal_weight=0 3100 3068 3041 3014 2994 2934 60 40 2912 2863 2842 2818 2788 40 2748 2728 2674 89 67 49 45 2585 2563 2542 2521 242 213 2279 132
internal_count=3121 3100 3068 3041 3014 2994 2934 60 40 2912 2863 2842 2818 2788 40 2748 2728 2674 89 67 49 45 2585 2563 2542 2521 242 213 2279 132
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=31
num_cat=0
split_feature=1444 43 392 390 391 393 16 1184 11 2 2 1374 1 455 2 0 0 393 1186 43 13 132 2 48 43 48 9 13 2 4
split_gain=0.16884 0.195348 0.164303 0.185588 0.241892 0.197092 0.589035 0.205053 0.221521 0.351898 0.232587 0.190015 0.809991 0.27178 0.314443 0.284898 0.814336 0.43383 0.415484 0.384915 0.507021 0.425525 0.574441 0.504227 0.473812 0.370714 0.39995 0.569047 0.37643 0.698709
threshold=-0.083894999999999983 -0.54673999999999989 0.091685000000000003 0.090020000000000017 -0.086514999999999981 0.10358500000000001 -0.086989999999999984 0.086750000000000008 -1.0000000180025095e-35 0.31358000000000003 0.17760500000000004 -0.067869999999999986 0.087695000000000009 0.093680000000000013 0.15609500000000001 -0.0058249999999999994 0.010870000000000003 0.086855000000000016 0.084720000000000004 0.097930000000000017 0.10935500000000002 0.081160000000000024 -0.080614999999999978 0.083685000000000009 -0.05647499999999999 -0.14001 0.085355000000000014 -0.013634999999999998 -0.0050599999999999994 0.26450500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 8 -6 10 11 12 -10 14 15 17 -17 18 25 20 21 22 -18 24 -24 -13 28 -28 29 -27
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 -12 13 -14 -15 -16 16 19 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0066249932517836764 0.009693578630685807 0.010988327679224313 0.00843590912712819 -0.008151730455990349 -0.0089427536486514983 0.018649605737829752 -0.0019113425287957256 -0.010008123978262857 -0.0046317945302957126 0.010423175233881921 -0.0099249137487883374 0.011848288541659714 0.018815331514745667 -0.010984714786805537 0.009785943944007159 0.019323782843572123 0.019010108388029041 -0.01291327721223102 0.013610823168641047 0.013143028413954504 -0.013045282300596159 -0.012354444442316891 -0.015378955379128458 0.014849768372495537 0.0011894005767923469 0.021230835941704839 3.1208298329649302e-07 -0.02106233020110623 -0.000621749310265058 -0.0045945327542722221
leaf_weight=38 21 20 23 28 28 22 38 21 34 32 24 24 26 23 32 27 20 28 21 24 27 20 20 23 126 22 29 23 2257 20
leaf_count=38 21 20 23 28 28 22 38 21 34 32 24 24 26 23 32 27 20 28 21 24 27 20 20 23 126 22 29 23 2257 20
internal_value=0 8.16574e-05 1.57363e-05 -4.79899e-05 2.73687e-05 -4.59242e-05 0.00562767 -0.000162067 -9.10134e-05 -5.01457e-06 -0.000122103 -3.8852e-05 0.00552863 -0.000159622 -6.88534e-05 -0.000185177 0.00279406 -0.000537917 -0.000393297 0.00107751 -0.000149489 0.00151648 0.0029843 0.00108775 -0.00108024 -0.000517123 -0.000643354 -0.00931586 -0.000447195 0.00893304
internal_weight=0 3083 3062 3039 3011 2991 60 2931 2910 2882 2850 2826 60 2766 2743 2711 287 2424 2396 260 236 209 189 169 146 2375 2351 52 2299 42
internal_count=3121 3083 3062 3039 3011 2991 60 2931 2910 2882 2850 2826 60 2766 2743 2711 287 2424 2396 260 236 209 189 169 146 2375 2351 52 2299 42
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=31
num_cat=0
split_feature=1212 1211 401 1212 1213 1213 3 130 130 403 1212 484 43 13 133 1452 42 129 2 42 12 129 129 475 475 2 13 374 474 482
split_gain=0.157853 0.217466 0.392349 0.367233 0.372835 1.34174 1.85747 0.542909 0.40035 0.350963 0.297135 0.833239 0.880539 0.628846 0.509585 0.477094 0.26949 0.265582 0.570245 0.650713 0.584429 0.54657 0.451989 0.366087 0.919228 0.685722 0.60058 0.478146 0.467409 0.457306
threshold=0.14338500000000001 0.11864500000000001 -0.13200999999999999 0.11387000000000001 0.060985000000000004 0.084620000000000015 -0.092984999999999984 0.096625000000000003 0.0084900000000000028 -0.071919999999999984 0.087685000000000013 0.0069400000000000009 -0.0061399999999999988 -0.0090849999999999976 1.0000000180025095e-35 -0.079694999999999988 0.090835000000000013 0.08956500000000002 0.087815000000000018 -0.079539999999999986 0.092855000000000007 0.097955000000000014 0.087825000000000014 -0.084144999999999984 -0.084699999999999984 0.086950000000000013 -0.067719999999999989 0.091075000000000017 0.088585000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 10 -6 -7 8 16 -1 15 12 13 -12 -15 -4 -8 22 -19 20 21 -20 23 24 25 26 -17 29 -27 -25
right_child=-2 -3 3 -5 5 6 7 -9 -10 -11 11 -13 -14 14 -16 17 -18 18 19 -21 -22 -23 -24 27 -26 28 -28 -29 -30 -31
leaf_value=0.016745502304715606 0.0072188536077737817 -0.0080234994899536331 0.014568187567585317 -0.011754344431338487 0.024894207477983502 -0.026198444060388616 0.00093947489195587975 -0.010219542023260147 0.017811158985092206 0.0014983568663915828 0.014760189765894955 -0.022703367844223978 -0.015255413334252258 -0.015377331208437681 0.005371443606744488 0.002831411024404539 0.012959530978696421 0.015051349023623126 -0.011073285178281368 -0.013791187878698111 0.01404174051272708 0.010268570247571916 -0.01441838816618142 -0.012380597524016219 0.023973263134248555 -0.0047352720998720199 0.023695482381365516 0.01362047744003813 0.010284470871090891 -0.00069248280876363843
leaf_weight=26 30 34 22 27 27 22 66 20 29 36 33 22 33 20 29 37 26 35 30 25 37 20 23 34 20 121 22 23 25 2167
leaf_count=26 30 34 22 27 27 22 66 20 29 36 33 22 33 20 29 37 26 35 30 25 37 20 23 34 20 121 22 23 25 2167
internal_value=0 -7.00633e-05 1.8395e-05 -0.000144604 -3.89903e-05 0.00424665 0.000826504 0.00504316 0.00756592 0.00789232 -0.000332105 -0.00487293 -0.00146189 0.00408916 -0.00309744 -9.65527e-05 0.00433645 -0.000219739 0.00390976 0.000428014 0.00451399 -0.00253654 -0.000465304 -0.000334262 0.00350965 0.0015132 0.0106112 -0.000723147 -0.0021634 -0.000873035
internal_weight=0 3091 3057 2995 2968 190 163 141 121 62 2778 137 115 82 49 2641 92 2619 147 112 87 50 2472 2449 225 205 59 2224 146 2201
internal_count=3121 3091 3057 2995 2968 190 163 141 121 62 2778 137 115 82 49 2641 92 2619 147 112 87 50 2472 2449 225 205 59 2224 146 2201
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=31
num_cat=0
split_feature=1209 1209 132 4 402 2 1201 399 52 1455 50 50 133 473 43 15 484 10 8 50 49 149 151 43 157 49 4 2 1429 13
split_gain=0.159692 0.504687 0.344102 0.419595 0.673297 0.228769 0.225458 0.217191 0.371966 0.216683 0.234505 0.588901 0.412444 0.353379 0.349722 0.313667 0.469897 0.533738 0.560222 0.350683 0.735138 0.378542 1.41216 1.09216 0.44493 0.762284 0.467961 0.752005 0.777745 1.08183
threshold=0.083050000000000013 0.087355000000000002 0.095010000000000025 -0.081374999999999989 -0.092019999999999977 0.097070000000000004 -0.080909999999999996 0.10520000000000002 0.084960000000000022 0.12033000000000001 -0.23848499999999997 -1.0000000180025095e-35 0.087170000000000011 -0.072684999999999986 -0.041739999999999992 -0.11713499999999999 0.096675000000000011 -0.090429999999999996 0.086615000000000011 0.13932500000000003 0.12899500000000003 0.079000000000000015 1.0000000180025095e-35 -0.53814999999999991 0.078875000000000015 -0.007794999999999999 -0.17966999999999997 0.10774000000000002 -0.011139999999999999 0.0076650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -5 -1 9 -9 10 12 -12 14 -13 -8 16 17 -15 -19 20 21 23 -23 -17 26 -26 27 28 -25 -30
right_child=1 2 -4 5 -6 -7 7 8 -10 -11 11 13 -14 15 -16 19 -18 18 -20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0096380130946636198 0.013469131032211912 0.0018060193903258314 0.010805826179253367 0.0059927511157833839 -0.023281555380672218 -0.0049497019836743338 0.017000096558683342 -0.0024261763307731601 0.016860250998288393 0.010169432610273362 -0.013327698563890798 0.01234937801279805 -0.0045351008974736737 -0.010783968941093638 0.0014328220359015244 -0.021975480005145074 -0.007794950002889065 0.0031243706240700994 0.020315771983005108 -0.010514935367816204 0.010613097694502879 -0.0064018130085120601 0.027409109916715399 -0.0045153118343377067 -0.023885430641133677 -0.0028382379543979335 -0.0010824068408185107 -0.0085305500994270131 0.0064882760202246053 0.031091366793649895
leaf_weight=25 36 23 26 56 20 29 31 20 20 20 35 22 31 26 27 25 44 363 20 37 56 30 21 36 22 79 1812 35 70 24
leaf_count=25 36 23 26 56 20 29 31 20 20 20 35 22 31 26 27 25 44 363 20 37 56 30 21 36 22 79 1812 35 70 24
internal_value=0 0.00280947 0.000317607 -0.00181281 -0.00986262 0.00225944 -0.000182122 -0.000100774 0.00721704 -0.000202907 -0.000275798 -0.000438891 0.00477642 -0.000273164 0.00975326 -0.000376014 0.00202451 0.00308088 0.00402209 -0.000859964 -0.00069832 -0.000992395 0.00752033 -0.00119884 -0.000948879 -0.00742277 -0.000618143 0.00448031 0.00798324 0.0127699
internal_weight=0 190 154 128 43 85 2931 2906 40 2866 2846 2757 89 2722 58 2700 453 409 383 2247 2210 2154 51 2103 2078 101 1977 165 130 94
internal_count=3121 190 154 128 43 85 2931 2906 40 2866 2846 2757 89 2722 58 2700 453 409 383 2247 2210 2154 51 2103 2078 101 1977 165 130 94
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=31
num_cat=0
split_feature=16 16 14 130 43 158 158 52 52 4 15 456 474 15 157 1429 15 15 157 475 42 12 12 12 12 15 1 2 2 16
split_gain=0.160506 1.17367 0.525953 0.61883 0.64766 0.496662 0.562679 0.444704 1.18517 0.968702 0.959339 0.444064 0.663669 0.407177 0.398948 1.29612 0.509725 0.464832 0.605325 0.680384 0.607958 0.577077 0.43822 0.383224 0.57749 0.354056 0.351929 0.376144 0.988492 2.17546
threshold=-0.0073349999999999986 -0.0083599999999999976 0.062655000000000016 -0.050984999999999996 -0.45785999999999999 -0.46278499999999995 -0.22218999999999997 0.008405000000000001 -0.0027449999999999996 -0.010384999999999998 -1.0000000180025095e-35 0.060100000000000008 0.087035000000000015 -0.012384999999999998 -0.082009999999999986 0.084770000000000012 -0.082809999999999981 -0.07879499999999999 -0.052249999999999991 0.027870000000000002 0.094725000000000018 0.097575000000000009 0.086565000000000017 -0.069644999999999985 0.087535000000000016 -0.098289999999999975 0.15471500000000002 0.092480000000000021 0.090175000000000019 -0.18708499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 -1 -7 8 11 10 -9 14 13 -13 15 22 23 -18 -19 20 -20 -22 -6 -16 25 -25 27 28 -8 -30
right_child=2 -3 -4 4 7 6 26 9 -10 -11 -12 12 -14 -15 16 -17 17 18 19 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.015866599234286696 0.012449644835931915 0.018154809888880196 -0.013443537951080185 -0.016972020909190179 -0.011447302001560557 -0.014309142707605605 0.00028145191084283741 0.017793348842215808 0.017097487086430191 -0.019395409426406812 -0.0052308984223511257 0.0051467600938243175 -0.0053723701808069436 0.023981238131157379 0.0026585566678217483 -0.02927628718316555 0.016348609835840761 0.0096025582530273827 -0.0017770671898567983 -0.018905996019020679 0.021911641226514525 -0.00025481670163571838 0.0037443648160181264 -0.0094948139298578794 -0.0016257109188220721 -0.026789783425629141 -0.010348714787452933 0.0023446736285495581 -0.036165867185142517 -0.002505041919766882
leaf_weight=20 35 37 33 25 29 27 1201 22 40 38 102 24 28 22 42 21 20 64 257 20 23 24 55 29 55 20 31 657 24 96
leaf_count=20 35 37 33 25 29 27 1201 22 40 38 102 24 28 22 42 21 20 64 257 20 23 24 55 29 55 20 31 657 24 96
internal_value=0 0.000502586 -0.00102326 -0.000611332 -0.00108751 0.000184915 3.08706e-05 -0.000662794 0.00033559 -0.00542669 -0.00114595 -0.000579111 0.00676599 0.0141546 -0.0014039 -0.00705556 -0.00033274 0.00148177 0.000715437 -0.00104004 0.000135348 0.0105926 -0.00150038 -0.00540342 -0.00865922 -0.016554 0.000223593 0.000389287 -0.000583226 -0.00923721
internal_weight=0 2093 1028 995 960 2056 2036 935 773 162 124 733 74 46 659 105 554 408 388 324 304 47 84 146 104 49 2009 1978 1321 120
internal_count=3121 2093 1028 995 960 2056 2036 935 773 162 124 733 74 46 659 105 554 408 388 324 304 47 84 146 104 49 2009 1978 1321 120
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=31
num_cat=0
split_feature=471 1429 1429 1417 155 11 3 11 15 2 1 11 16 150 43 9 1186 51 51 13 480 160 484 50 157 14 2 51 52 13
split_gain=0.164766 0.246531 0.377343 0.220639 0.375055 0.226016 0.61484 0.534568 1.27466 1.34238 0.842735 0.508321 0.403712 0.332261 0.319556 0.586066 0.595957 0.567722 0.587756 0.56451 0.490843 0.574024 0.746828 0.630937 0.52425 0.812302 0.744556 1.31974 1.26515 0.791808
threshold=0.10693500000000002 -0.23587499999999997 -0.13895999999999997 -0.080324999999999994 0.14547000000000002 0.097680000000000017 -0.14477499999999996 0.079915000000000014 0.040760000000000005 0.088850000000000012 0.099990000000000009 0.076270000000000018 -0.54656499999999986 0.11614000000000001 -0.0024749999999999993 0.085355000000000014 0.084720000000000004 0.020580000000000005 0.088785000000000017 -0.085669999999999982 0.09116500000000001 -0.082179999999999989 0.096415000000000015 0.097510000000000013 -0.080299999999999996 0.062655000000000016 0.087815000000000018 0.10302500000000002 0.09086000000000001 -0.0082249999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 11 9 -9 -11 12 13 -5 15 16 17 -14 -19 -20 21 22 23 -16 -23 26 28 -28 29 -26
right_child=-2 2 3 4 -6 6 -8 8 -10 10 -12 -13 14 -15 20 -17 -18 18 19 -21 -22 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.010155633379084369 0.0088279167278891516 0.013068598904646934 -0.010543899228796364 0.0017099966223423299 0.013642831863835454 0.0046098302287811586 -0.019032203037799761 0.023403490849194075 0.026656689783558254 -0.021115520458830441 0.0021648692849945898 -0.01343486825453824 -0.00031847459030456268 0.018854182227514685 0.013932799242193934 -0.016113015228793735 0.011239520375070592 0.016965960646380805 0.012124516356888475 -0.00032378754805622651 -0.016525143994526429 -0.01796807462593452 -0.012175899495681127 -0.0030556623736629263 0.0011262669287841873 -0.02185698665678501 -0.0055615702905248161 0.013215497873791652 -0.014877303939539236 0.01288433855058559
leaf_weight=24 21 22 20 26 20 22 22 21 25 23 48 29 1522 20 69 21 52 35 49 142 22 21 21 32 180 20 430 41 37 84
leaf_count=24 21 22 20 26 20 22 22 21 25 23 48 29 1522 20 69 21 52 35 49 142 22 21 21 32 180 20 430 41 37 84
internal_value=0 -5.98021e-05 1.89691e-05 -7.50361e-05 -6.02582e-06 -9.65956e-05 -0.00721119 8.8058e-06 0.00663374 0.00119272 -0.00537667 -0.000262879 -0.000127614 0.00916399 -0.000281471 0.000496044 0.000689816 0.00037598 0.0050528 0.00286976 -0.00176094 -0.00141355 0.00498269 0.00855032 -0.00237338 -0.00195988 -0.00144441 -0.00392705 0.00244037 0.00486747
internal_weight=0 3100 3076 3054 3034 3014 44 2970 117 92 71 2853 2824 46 2778 1821 1800 1748 226 191 957 935 122 101 813 792 772 471 301 264
internal_count=3121 3100 3076 3054 3034 3014 44 2970 117 92 71 2853 2824 46 2778 1821 1800 1748 226 191 957 935 122 101 813 792 772 471 301 264
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=31
num_cat=0
split_feature=1212 1212 1212 2 1212 13 1212 1212 160 160 43 160 157 160 4 1455 4 158 159 1455 484 1455 1374 1374 1374 49 52 38 11 15
split_gain=0.152731 0.626379 0.330798 0.350359 0.329956 0.602841 0.241501 0.330536 0.48918 0.260557 0.923783 0.300668 0.401874 0.383355 0.346722 0.258427 0.422506 0.36344 0.627908 0.313581 0.438291 0.244517 0.315528 0.786689 0.437443 0.324443 0.402648 0.399748 0.545745 0.374473
threshold=0.11930500000000001 0.11137000000000001 0.10167000000000001 0.087995000000000004 0.091315000000000021 -0.029529999999999997 0.088495000000000018 0.087685000000000013 -0.55697499999999989 -0.53327999999999987 -0.082144999999999982 -0.44404499999999997 -0.077849999999999989 -0.42113499999999993 -0.068329999999999988 -0.088874999999999982 -0.012889999999999999 -0.4686749999999999 -0.44792999999999994 0.090900000000000022 -0.086299999999999974 0.087765000000000024 0.086000000000000007 0.091490000000000016 1.0000000180025095e-35 0.10858500000000001 -0.53964499999999982 0.10657000000000001 -0.011194999999999998 -0.11033999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 8 -1 10 -10 12 -11 -13 -14 16 -15 -17 -19 21 -21 22 24 -24 25 27 -27 28 -20 -30
right_child=-2 -3 3 -5 5 -7 -8 -9 9 11 -12 13 14 15 -16 17 -18 18 19 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.01162761964628266 0.0044279595411162043 -0.016550755733624103 0.018408190580084922 -8.5520863788025015e-05 0.0069924895984253711 -0.013455475250805688 0.0084300301154144105 -0.012547486980578729 -0.023532376775152186 -0.0052094638752548592 0.0024823132568062879 -0.012999052809470375 6.1840965368208431e-05 -0.01392454235431026 0.016072713804284208 0.0097012965507112837 0.0025058599895444412 -0.016846850468722221 -0.015122187684249619 -0.0022380082818147327 0.01454764593600495 -0.0095214037742051821 0.021802595597894298 -0.0010191467945167626 -0.014870222713798285 0.0092427289556889312 -0.0053896524198353297 0.013452795637852472 0.003288007164701913 -0.00024180548467254081
leaf_weight=36 76 23 20 21 21 46 34 21 21 23 39 23 21 34 38 39 29 22 23 28 35 27 23 44 20 21 180 23 363 1747
leaf_count=36 76 23 20 21 21 46 34 21 21 23 39 23 21 34 38 39 29 22 23 28 35 27 23 44 20 21 180 23 363 1747
internal_value=0 -0.000110517 1.4607e-05 0.0089358 -0.000108093 -0.00704641 5.14359e-05 -4.74781e-05 4.43373e-05 -0.000103377 -0.00662283 3.81961e-05 0.00600298 -0.00014424 0.0103739 -3.30061e-05 -0.00636134 0.00012063 -2.55541e-05 0.000120487 0.00708736 -5.71383e-05 4.74178e-05 0.00681518 -0.000143344 -1.83809e-05 -0.0038609 0.00033985 0.000198454 0.000365456
internal_weight=0 3045 3022 41 2981 67 2914 2880 2859 2823 60 2763 82 2681 59 2658 63 2595 2556 2534 63 2471 2444 67 2377 2357 201 2156 2133 2110
internal_count=3121 3045 3022 41 2981 67 2914 2880 2859 2823 60 2763 82 2681 59 2658 63 2595 2556 2534 63 2471 2444 67 2377 2357 201 2156 2133 2110
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=31
num_cat=0
split_feature=1447 1447 1429 160 1 2 479 480 1446 481 3 1416 1425 156 12 155 155 12 148 105 149 16 15 11 43 1374 14 0 0 2
split_gain=0.164177 1.11113 0.353483 0.340057 0.822613 0.756215 0.346587 0.289705 0.396786 0.215077 0.190754 0.184939 0.321001 0.292114 0.477961 0.480015 0.349403 0.628102 0.224396 0.311241 0.30583 0.632842 0.283383 0.606835 0.551318 0.556161 0.56468 0.651569 1.63056 1.5384
threshold=-0.085804999999999979 -0.086304999999999979 0.083985000000000018 -0.54200499999999985 0.083135000000000014 0.09358000000000001 0.098570000000000005 0.091115000000000015 0.08487500000000002 0.0051300000000000009 0.63141500000000017 1.0000000180025095e-35 0.10340000000000001 0.11582500000000001 0.095565000000000011 0.11378500000000001 0.090695000000000012 0.08815000000000002 0.10090000000000002 0.079510000000000011 0.08618000000000002 -0.36241499999999999 -0.11713499999999999 0.086080000000000018 -0.53814999999999991 0.086000000000000007 0.081390000000000004 -0.14832499999999996 -0.10474999999999998 0.09142500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -2 9 8 -1 10 11 12 13 16 15 -15 18 -18 19 20 22 -22 -5 24 -24 26 27 -26 29 -29
right_child=3 -3 -4 6 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0022981940971120544 0.011397215297445655 -0.023951021226292307 -0.011127565745264294 0.0027800775627915037 0.024176826663315297 -0.014690968626873656 -0.011082929565704294 -0.0048262440806461707 0.014811862313724828 0.0095236087295537189 -0.0092582891017875882 0.0080342343655125849 -0.011273546263575554 0.003773200091506754 -0.003926724894325051 0.02237023267004153 -0.022073697713203728 -0.00070078307551077826 0.0097232782437155652 -0.012115647892157237 0.0025358963691230335 -0.019850782677531244 0.016570955747738481 -0.012541447264046816 0.0073244184111668307 0.010645979372883573 -0.014459656787637091 -0.026509212871844118 0.00021589488913338254 -0.0038144087532199725
leaf_weight=23 25 22 20 380 20 20 28 27 33 24 22 29 25 35 33 23 20 44 24 21 28 23 20 39 110 47 28 44 1791 93
leaf_count=23 25 22 20 380 20 20 28 27 33 24 22 29 25 35 33 23 20 44 24 21 28 23 20 39 110 47 28 44 1791 93
internal_value=0 -0.0035508 0.000806535 0.000148147 0.00730227 -0.000197533 -1.05078e-05 0.00368222 0.00778452 9.62879e-05 1.76996e-05 8.91283e-05 7.65442e-06 0.000108272 0.00568127 0.0111479 -7.87279e-05 -0.00737982 9.77335e-05 9.695e-06 0.000107518 -0.00756006 0.000260749 -0.000180018 4.60001e-05 -0.000110412 -0.000355112 -0.000161331 -0.000588422 -0.0111033
internal_weight=0 125 103 2996 65 45 2931 83 56 2903 2879 2857 2828 2803 91 58 2712 64 2648 2624 2603 51 2552 2172 2133 2113 2066 2038 1928 137
internal_count=3121 125 103 2996 65 45 2931 83 56 2903 2879 2857 2828 2803 91 58 2712 64 2648 2624 2603 51 2552 2172 2133 2113 2066 2038 1928 137
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=31
num_cat=0
split_feature=13 0 0 401 4 160 2 2 3 43 12 4 13 3 3 42 1452 133 133 52 133 4 3 16 16 1212 13 16 160 0
split_gain=0.148451 0.430772 0.451287 0.393676 1.99039 0.80189 0.512386 2.3219 2.03079 0.714741 0.585386 0.565081 0.931771 0.908443 0.63656 0.631106 0.559142 0.544989 0.534099 0.589403 0.555959 0.520305 0.453382 0.453058 0.80418 0.409558 0.554078 0.674447 1.52501 0.471889
threshold=-0.066634999999999986 0.11070500000000001 0.030935000000000004 0.080190000000000011 -0.08835999999999998 -0.52641999999999989 0.073895000000000002 0.081685000000000021 0.0022600000000000003 -0.095049999999999982 0.11527000000000001 1.0000000180025095e-35 -0.051094999999999995 -0.0087149999999999988 -0.014944999999999998 -0.0060199999999999993 0.10204000000000001 0.40304500000000004 0.40431 0.092965000000000006 -0.54084999999999994 0.40945500000000007 -0.083344999999999989 -0.078844999999999985 0.0013750000000000001 0.11796000000000001 -0.015874999999999997 -0.08231999999999999 -0.0048599999999999989 -0.068189999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 8 -8 9 -7 11 12 -11 21 15 22 18 -17 20 -20 -9 -13 -14 -6 -25 26 27 -22 -29 -30
right_child=3 -3 -4 4 23 6 7 16 -10 10 -12 13 14 -15 -16 17 -18 -19 19 -21 25 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.00065808174207832222 0.018779555085877128 -0.013490393425204925 0.012152605567659652 -0.027212330961430616 0.008211095211036662 0.0087486937118228525 0.033484270033382238 0.01473244159397754 -0.034823109894641678 -0.019681222053865591 0.01110189530034246 -0.032761267564174808 -0.0095661476163602464 0.0037453427352011205 -0.014666131632807462 0.01890317644125649 0.016498099773443756 -0.0017899603047408165 0.0014937315951101483 0.019481167535263081 0.00072222690962787191 -0.010475520715117455 0.0077396270974228786 -0.01290787797340835 0.010354002280181032 0.012830518716946245 -0.00068969422252848753 0.0049160829213048731 -0.032837929164192509 -0.013007635871569315
leaf_weight=1417 22 21 35 33 47 52 21 22 20 27 23 22 41 20 23 35 20 20 56 27 56 20 24 42 23 20 855 28 28 21
leaf_count=1417 22 21 35 33 47 52 21 22 20 27 23 22 41 20 23 35 20 20 56 27 56 20 24 42 23 20 855 28 28 21
internal_value=0 0.000729494 0.000935154 -0.00065203 -0.0056281 -0.00017197 -0.000453491 0.000536638 -0.00394771 -0.00193628 -0.00411518 -0.00562377 -0.00264331 -0.013796 0.000573636 0.00349459 -7.40418e-05 0.0113784 -0.000371834 0.00734507 -0.000993681 -0.022149 -0.00317632 0.000731542 -0.00467675 -0.00133691 -0.0016237 -0.00762803 -0.0137009 -0.0243392
internal_weight=0 1473 1452 1648 145 1503 1481 1154 327 307 255 232 170 62 143 120 1133 55 1113 83 1030 42 65 112 65 1008 988 133 77 49
internal_count=3121 1473 1452 1648 145 1503 1481 1154 327 307 255 232 170 62 143 120 1133 55 1113 83 1030 42 65 112 65 1008 988 133 77 49
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=31
num_cat=0
split_feature=41 41 41 41 41 132 33 33 9 40 39 124 2 124 1373 1373 0 43 0 13 13 133 41 2 11 124 124 124 14 3
split_gain=0.152128 0.289182 0.246848 0.194683 0.353395 1.50399 0.304807 0.36153 0.317175 0.309232 0.396453 0.261871 0.802307 0.313262 0.294217 0.58588 0.400691 0.328906 0.681001 0.354341 0.47869 0.880908 0.333398 0.303227 0.706455 0.377842 0.671411 0.82743 0.401616 0.756957
threshold=0.11677000000000001 0.10230000000000002 0.091290000000000024 0.083975000000000008 0.078570000000000015 0.079970000000000013 0.082285000000000011 0.091440000000000007 -0.085894999999999985 -0.23755499999999996 0.13507500000000003 -0.087394999999999987 0.092875000000000013 -0.085664999999999977 1.0000000180025095e-35 0.086880000000000013 -0.087974999999999984 -0.52440999999999993 0.18019500000000002 0.17001000000000002 0.26424500000000006 0.09389500000000002 1.0000000180025095e-35 -0.15339499999999998 0.096435000000000007 -0.081719999999999987 -0.074709999999999985 -0.0066649999999999991 0.057600000000000005 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 8 -8 -1 -10 11 12 -11 -13 17 -16 -17 -15 19 22 21 -21 23 -19 25 -25 -27 -28 -29 -30
right_child=-2 -3 -4 -5 5 -7 7 -9 9 10 -12 13 -14 14 15 16 -18 18 -20 20 -22 -23 -24 24 -26 26 27 28 29 -31
leaf_value=-0.0095421568063708655 0.0084825934154824142 -0.010559423833798903 0.010836168424048949 -0.0076821462900349595 0.026603096152615288 -0.010411648895768892 0.017652393496107487 -0.00069123465906489987 0.010976006178767421 0.020766798346691456 -0.014224206954240799 -0.010084733011899516 -0.0017877867556703481 -0.010900490230013585 0.017831409344863561 0.010515037160366773 -0.0077581390808336443 -0.0092017362032689766 0.017743740674285663 -0.028785205264354036 0.00013338515082240228 -0.00045707007039986233 0.012148223861797968 0.0097593553263593379 0.015170618891716003 -0.017813003888692371 0.019991481620818378 -0.00026097539502415232 -0.02416857171803713 0.0030147800133341835
leaf_weight=36 21 26 21 33 23 21 21 22 25 24 20 32 46 29 27 20 30 37 21 21 53 23 22 37 30 22 20 2317 20 21
leaf_count=36 21 26 21 33 23 21 21 22 25 24 20 32 46 29 27 20 30 37 21 21 53 23 22 37 30 22 20 2317 20 21
internal_value=0 -5.74627e-05 3.13633e-05 -4.29574e-05 4.05172e-05 0.00893697 -9.10164e-05 0.00826728 -0.000213555 -9.76321e-05 -0.000194025 -9.56368e-05 0.00594521 -0.000247635 -0.000133167 0.0059611 -0.000448869 -0.000308722 -0.000192549 -0.000336149 -0.00626735 -0.0139773 -0.000108387 -0.000216073 -8.13064e-05 -0.000269061 -0.000423666 -0.000262789 -0.000434581 -0.0102454
internal_weight=0 3100 3074 3053 3020 44 2976 43 2933 2897 2872 2852 70 2782 2750 77 50 2673 2644 2623 97 44 2526 2504 2467 2437 2400 2378 2358 41
internal_count=3121 3100 3074 3053 3020 44 2976 43 2933 2897 2872 2852 70 2782 2750 77 50 2673 2644 2623 97 44 2526 2504 2467 2437 2400 2378 2358 41
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=31
num_cat=0
split_feature=42 15 42 15 403 3 49 16 2 1 128 3 1444 43 130 128 42 42 10 10 150 49 0 3 40 13 1 1 51 151
split_gain=0.163658 0.384324 0.428009 0.421809 0.361985 0.307628 0.326074 0.648495 0.419522 0.305397 0.286879 0.625088 0.259279 0.331506 0.270458 0.252904 0.267685 0.265801 0.331852 0.817401 0.282227 0.282606 1.04944 0.768636 0.85784 0.583867 0.820987 1.04996 0.735245 0.634263
threshold=-0.093284999999999993 0.090750000000000011 -0.095859999999999987 0.083490000000000023 -0.070544999999999983 -0.10217499999999997 0.088930000000000009 -0.080789999999999987 0.10981000000000002 0.077565000000000009 0.10091000000000001 -0.080104999999999996 -0.083894999999999983 -0.50216499999999986 -0.22461999999999996 0.085185000000000025 -0.091964999999999977 -0.090989999999999988 -0.15926999999999997 -0.089679999999999982 0.13529000000000005 -0.008964999999999999 -0.23091999999999999 -0.083344999999999989 -0.08440499999999998 -0.097984999999999989 0.088975000000000012 0.085110000000000005 0.084305000000000019 -0.080454999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 9 7 -7 -8 -1 12 -12 -2 -14 -15 16 -16 -18 -19 -20 21 22 -21 -24 -25 -26 27 -27 29 -28
right_child=10 -3 -4 4 -6 6 8 -9 -10 -11 11 -13 13 14 15 -17 17 18 19 20 -22 -23 23 24 25 26 28 -29 -30 -31
leaf_value=0.0027257087368828554 -0.0087683640050647011 0.012440404207022353 0.01087373749705384 0.00071591233225682619 -0.015169468405656517 0.022607562574557961 -0.0082261405825134245 0.00055374249815940855 0.0095988527628714636 -0.01378718861156986 -0.021466000773943963 0.00093856170146450917 0.0098311361130874828 -0.0097102547192881861 -0.010202824245565213 0.0089789304604393338 0.0096850596700928035 0.0081275360852790367 -0.019912885876727248 -0.020241429233142445 0.0097062554836658578 0.00028021741386983129 -0.0063259305115190081 -0.011644098521336108 -0.0048174086303333754 0.007565969082696195 -0.001098197840878533 -0.020067468527704479 0.027906515434957469 0.017673282240219933
leaf_weight=24 34 33 37 26 32 24 31 30 23 21 20 33 34 29 26 31 28 48 21 31 29 2058 171 37 48 44 36 20 26 36
leaf_count=24 34 33 37 26 32 24 31 30 23 21 20 33 34 29 26 31 28 48 21 31 29 2058 171 37 48 44 36 20 26 36
internal_value=0 0.00230212 0.000953073 -0.00078657 -0.00804844 0.00196629 0.00486071 0.0103554 -0.000634014 -0.00498031 -0.00022778 -0.00751599 -8.91812e-05 1.80081e-05 -0.000104701 -1.14681e-06 -0.000105841 -6.13685e-06 -0.000110303 -0.000264944 -0.000102244 -0.000215705 -0.00248877 -0.00117219 0.00239578 0.00486948 0.00773966 -0.00106948 0.0134926 0.00828754
internal_weight=0 281 248 211 58 153 108 54 54 45 2840 53 2787 2753 2719 2690 2659 2633 2605 2557 2536 2507 449 418 247 210 162 64 98 72
internal_count=3121 281 248 211 58 153 108 54 54 45 2840 53 2787 2753 2719 2690 2659 2633 2605 2557 2536 2507 449 418 247 210 162 64 98 72
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=31
num_cat=0
split_feature=160 42 1444 1444 160 2 480 44 1446 1452 1455 1452 51 16 473 16 50 470 3 52 0 2 1 1 0 1 48 475 16 16
split_gain=0.151697 1.12292 0.273973 0.470296 0.186884 0.662501 0.260844 0.22193 0.292571 0.214041 0.253179 0.190146 0.260257 0.640412 0.280224 0.260969 0.259924 0.24347 0.261006 0.829607 0.747317 0.643928 0.537475 0.950098 0.431994 0.693544 0.356639 0.409395 0.321606 0.452324
threshold=-0.55323499999999981 0.087505000000000013 -0.081839999999999982 -0.086279999999999982 -0.53327999999999987 0.085515000000000022 -0.08342999999999999 0.10049500000000001 0.111445 0.11850000000000001 0.11192500000000001 0.089640000000000011 -0.43587999999999999 0.51747500000000002 -0.072684999999999986 0.64105000000000001 -0.24165499999999998 1.0000000180025095e-35 -0.13309499999999996 0.10744000000000002 0.14486500000000005 0.080205000000000012 0.077845000000000011 0.084165000000000004 0.16094000000000003 0.15799000000000005 0.081275000000000014 -1.0000000180025095e-35 0.51791000000000009 0.0039400000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -6 8 9 10 11 12 13 -8 -14 16 -16 18 19 20 21 -18 -23 -24 25 28 27 -25 29 -20
right_child=2 -3 4 -5 6 -7 7 -9 -10 -11 -12 -13 14 -15 15 -17 17 -19 24 -21 -22 22 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.023330161478370429 -0.00098326300004763253 0.0087532101102018103 -0.019998655033341493 0.018813528896619879 0.010443012765608729 0.0044195984192192559 0.017307317762502602 -0.0092226319422479726 0.0097204948114531665 -0.010355445649474861 0.0096634830313700234 -0.0074993433129480662 0.011686342004686594 -0.0049537828657776123 0.010730835295874964 -0.0097984185774943663 0.014690574900688312 -0.010908418476936363 7.8113780389931024e-05 -0.014416713155806067 0.021865099781881212 -0.010754690074494908 0.02121114959154511 -0.0070451049936999539 -0.01437220668145032 0.014814023223395149 -0.010035031251609325 0.0075492201601726969 0.011833373512629242 -0.0034548995498588351
leaf_weight=20 28 24 20 21 24 25 28 26 31 20 27 34 20 24 22 28 38 21 1896 25 23 35 24 29 22 30 30 57 21 448
leaf_count=20 28 24 20 21 24 25 28 26 31 20 27 34 20 24 22 28 38 21 1896 25 23 35 24 29 22 30 30 57 21 448
internal_value=0 -0.00583014 8.33689e-05 0.00750108 -3.66666e-05 -0.00643296 5.98245e-05 -2.43919e-05 5.71472e-05 -4.60795e-05 2.54636e-05 -6.5684e-05 2.39099e-05 0.00703296 -0.000107716 -0.000193522 -9.46841e-05 -0.000182925 -9.88189e-05 0.00290545 0.00474042 0.00289128 0.000329143 0.0031001 -0.000423235 -0.000295102 -0.000647012 0.00262788 -0.000486761 -0.000597138
internal_weight=0 44 3077 49 3028 45 2983 2959 2933 2902 2882 2855 2821 52 2769 2749 2721 2699 2678 261 236 213 175 140 2417 2395 116 86 2365 2344
internal_count=3121 44 3077 49 3028 45 2983 2959 2933 2902 2882 2855 2821 52 2769 2749 2721 2699 2678 261 236 213 175 140 2417 2395 116 86 2365 2344
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=31
num_cat=0
split_feature=471 1429 1429 1417 471 0 48 13 48 9 157 1 1 2 3 51 0 133 13 1 4 4 43 48 16 51 4 48 48 48
split_gain=0.14867 0.223201 0.334783 0.202229 0.27706 0.206365 0.959215 1.40903 1.08406 1.24906 1.03512 0.732327 0.695462 0.592758 0.425096 0.418784 0.637273 0.373217 0.41235 0.428177 0.652492 0.297139 0.294097 0.291185 0.52498 0.494358 0.758063 0.490747 0.661522 0.511877
threshold=0.10693500000000002 -0.23587499999999997 -0.13895999999999997 -0.080324999999999994 -0.081099999999999992 -0.060129999999999996 0.092680000000000026 -1.0000000180025095e-35 0.083685000000000009 -1.0000000180025095e-35 -0.082009999999999986 0.14804000000000003 0.13707500000000003 0.099185000000000009 -0.15121499999999996 -0.031924999999999995 0.13134000000000004 0.081415000000000015 -0.07743499999999999 0.10337500000000001 -0.17966999999999997 -0.049534999999999989 -0.52440999999999993 0.11247500000000001 -0.50690499999999983 0.12229000000000002 -0.0060199999999999993 0.10255000000000002 0.092205000000000023 0.087695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 22 8 -8 9 -7 -11 12 13 14 -12 -16 -17 18 -15 20 -20 -22 -6 27 -25 26 -26 28 29 -24
right_child=-2 2 3 4 5 6 7 -9 -10 10 11 -13 -14 17 15 16 -18 -19 19 -21 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0096630662912502892 0.0083856225368522472 0.012309833091091026 -0.010092980647459627 0.011726680845022201 0.0099696603513533075 -0.021324023933460317 0.0021545478052669956 -0.027323377647382376 0.016901433156282807 -0.018278713254579183 0.017964583212653033 0.016054846736932953 -0.017200508741238577 -0.018659851662814617 0.011801903574991772 -0.010243353164488716 0.011476401455531067 0.0044546306271243978 -0.020894695063664891 0.0058163764608454788 0.0085964514967054127 -0.0082449452443556347 0.00012801505884032875 -0.0041692944243550299 0.001826220045622904 -0.00020846038864090526 0.027722050922994429 -0.0083798795867630321 0.0078945735241022878 -0.0074539489633533912
leaf_weight=24 21 22 20 20 31 30 31 34 34 29 26 31 22 20 37 35 22 54 24 36 20 22 2093 40 20 29 26 69 106 93
leaf_count=24 21 22 20 20 31 30 31 34 34 29 26 31 22 20 37 35 22 54 24 36 20 22 2093 40 20 29 26 69 106 93
internal_value=0 -5.68058e-05 1.81455e-05 -7.03998e-05 -4.33132e-06 -8.21748e-05 -0.00192218 -0.0132647 -0.000254168 -0.0016838 -0.000125054 0.00138342 -4.68176e-05 0.00122812 0.00664761 0.00351738 -0.00186029 -0.00246699 -0.00553066 -0.0029563 -0.0077414 -0.000225233 0.000289937 0.000168745 0.00508244 0.0100167 0.016463 -7.05924e-05 0.000179556 -0.000194548
internal_weight=0 3100 3076 3054 3034 3014 507 65 442 408 378 349 318 296 120 94 57 176 122 102 66 42 2507 2476 115 75 46 2361 2292 2186
internal_count=3121 3100 3076 3054 3034 3014 507 65 442 408 378 349 318 296 120 94 57 176 122 102 66 42 2507 2476 115 75 46 2361 2292 2186
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=31
num_cat=0
split_feature=49 48 150 156 12 0 151 16 52 42 160 48 0 12 48 48 3 1 49 52 0 457 15 15 15 0 14 403 401 10
split_gain=0.154038 0.534192 1.25436 1.15746 0.518855 0.268018 0.230038 0.940909 1.07012 1.17525 0.248897 0.27923 0.580734 0.670838 0.610737 0.897893 0.6987 0.85232 0.560979 0.362342 0.290533 0.388582 0.268985 0.251089 1.36455 0.574485 1.21995 0.436349 1.02216 0.589897
threshold=-0.097394999999999995 0.088875000000000023 0.081835000000000019 0.085320000000000021 0.084535000000000013 -0.11242999999999999 1.0000000180025095e-35 -0.44310499999999992 -0.067494999999999986 0.085935000000000025 -0.55323499999999981 0.091475000000000015 -0.033209999999999996 -0.096104999999999982 0.10227500000000002 0.10697000000000002 -0.059315 0.10612500000000001 0.15021500000000002 0.0060650000000000009 -0.24955499999999997 0.11702000000000001 -0.088429999999999995 0.083195000000000005 0.081070000000000017 -0.10607499999999999 0.077685000000000018 0.085340000000000013 0.091505000000000017 -0.089679999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 -1 10 -8 -9 -10 -2 20 13 -13 16 -16 22 -18 19 -17 -12 23 -15 24 27 26 -25 28 29 -22
right_child=6 4 3 -5 -6 -7 7 8 9 -11 11 12 -14 14 15 18 17 -19 -20 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0034937567717861387 -0.0079178667555634807 0.0038845397211844102 0.033412806689739227 0.0018478551380602375 -0.015342634648084642 -0.011464089993387461 0.012987934340101979 0.0039820622523418737 -0.03243071608511465 -0.0026006753164110707 0.010096426355583525 -0.01107827751338482 -0.0093360189731945022 0.01053353485185653 -0.012707647131173873 0.0066456521029717155 0.036275972625506775 0.0077850343748217532 -0.0046944985111408381 0.021552548168057746 -0.01246216421547745 -0.01421567485027481 -0.0040317015456301829 0.027389580592513087 -0.024225859418511395 0.00037349668634515006 -0.0010536854780328116 0.0052191744630770949 -0.022075295804635339 -0.00041237842260341475
leaf_weight=25 39 32 26 21 25 23 24 36 28 25 27 25 34 32 32 63 21 21 34 22 42 20 21 25 25 953 38 116 23 1243
leaf_count=25 39 32 26 21 25 23 24 36 28 25 27 25 34 32 32 63 21 21 34 22 42 20 21 25 25 953 38 116 23 1243
internal_value=0 0.00310492 0.00769692 0.0193093 -0.00454843 -0.00367354 -0.000158958 -0.00458418 -0.00932273 -0.0183599 1.61292e-05 0.000125972 0.00298322 0.0045288 0.00611489 0.00216274 0.0123967 0.0220305 0.00616151 0.0105039 -0.000220947 -0.000333047 0.0047624 -0.00022041 -0.00106553 0.000984884 0.0102333 -0.000658922 -0.00118022 -0.000806224
internal_weight=0 152 95 47 57 48 2969 113 89 53 2856 2817 305 271 246 151 95 42 119 85 2512 2485 53 2465 1449 1016 63 1424 1308 1285
internal_count=3121 152 95 47 57 48 2969 113 89 53 2856 2817 305 271 246 151 95 42 119 85 2512 2485 53 2465 1449 1016 63 1424 1308 1285
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=31
num_cat=0
split_feature=13 1 151 3 0 1 1 51 2 15 2 16 1 480 483 160 4 43 13 1429 0 1209 1213 3 0 1209 3 41 16 43
split_gain=0.152482 0.333282 0.582769 0.537553 0.703416 0.708277 0.521558 0.517317 1.70661 1.19943 0.8258 0.949847 0.502477 0.403248 0.440846 0.498288 0.949221 0.466164 0.44817 0.423745 1.0207 0.420222 0.355534 0.638237 0.563526 0.332694 0.339333 0.656369 0.984525 0.430794
threshold=-0.066634999999999986 0.12456000000000002 0.086470000000000005 -0.049509999999999992 -0.10474999999999998 0.13842500000000005 0.12040000000000002 0.092235000000000011 0.086675000000000016 -0.084564999999999987 0.10188000000000001 -0.072804999999999981 0.13707500000000003 0.10344000000000002 0.095085000000000017 0.096485000000000015 1.0000000180025095e-35 -0.51144999999999985 0.24813000000000004 0.084770000000000012 -0.014954999999999998 -0.077874999999999986 -0.088569999999999996 -0.091354999999999978 -0.082394999999999982 -0.090519999999999975 -0.08824499999999999 0.078475000000000017 -0.012324999999999997 0.10915000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 6 12 -5 -6 7 13 -9 -10 11 -11 -3 14 15 17 -17 18 -2 21 -21 -19 23 -23 -25 -1 27 28 -27 -28
right_child=1 3 -4 4 5 -7 -8 8 9 10 -12 -13 -14 -15 -16 16 -18 19 -20 20 -22 22 -24 24 -26 26 29 -29 -30 -31
leaf_value=0.012672094690977879 0.02073187524918467 0.023891428743015489 -0.015124952809178624 0.015863926435953805 -0.018109427090698425 0.0026224142726924689 -0.016458834972720417 -0.027480183289541556 -0.017440057944622823 0.0021355645821219491 -0.006285361673783612 0.029680261122328896 0.0022656781931540797 -0.012791871388132373 0.014324910710142417 -0.0020395011006092484 0.020027166395780765 -0.01069369282034275 -0.00043815307319164279 -0.022639119269322314 0.0025699255483535429 0.022029264022130519 -0.00046748733430684701 0.012707904979608775 -0.0095127238221466553 0.026296570347455729 -0.00050978520981228171 -0.0018397990987930252 0.0033308490611878893 0.0064200570624436924
leaf_weight=23 20 22 29 21 26 45 21 30 32 31 37 21 21 24 22 44 35 38 20 29 36 20 978 21 25 28 1193 76 56 97
leaf_count=23 20 22 29 21 26 45 21 30 32 31 37 21 21 24 22 44 35 38 20 29 36 20 978 21 25 28 1193 76 56 97
internal_value=0 -0.000660823 -0.00108561 0.00409998 -0.000214065 -0.00496953 -0.00081126 -0.000586654 -0.00612952 -0.000835969 0.00513404 0.0132594 0.01333 5.12831e-05 0.000290597 4.67143e-05 0.00773687 -0.000465099 0.0101469 -0.000835176 -0.00867719 -0.000364076 1.19067e-05 0.00711565 0.000631476 0.000739332 0.000550054 0.00489379 0.0109861 1.1296e-05
internal_weight=0 1648 1513 135 92 71 1484 1463 151 121 89 52 43 1312 1288 1266 79 1187 40 1147 65 1082 1044 66 46 1473 1450 160 84 1290
internal_count=3121 1648 1513 135 92 71 1484 1463 151 121 89 52 43 1312 1288 1266 79 1187 40 1147 65 1082 1044 66 46 1473 1450 160 84 1290
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=31
num_cat=0
split_feature=4 1447 1447 403 2 1447 1444 42 42 0 481 51 51 2 52 15 2 15 49 471 1426 457 43 42 4 16 2 1 42 52
split_gain=0.159189 0.228731 0.72762 0.722095 0.62261 0.365755 0.240233 0.194809 1.13382 0.692546 0.60205 0.573276 1.64698 0.760458 0.733238 0.585956 0.839524 0.789678 0.705793 0.570307 0.536076 0.519367 0.705123 0.500234 0.444406 0.956968 1.0745 0.572849 0.707497 0.406525
threshold=-0.58204499999999992 -0.086059999999999984 -0.085539999999999991 -0.014954999999999998 0.091185000000000002 -0.091094999999999995 -0.081839999999999982 0.083715000000000026 0.083235000000000017 0.18019500000000002 0.0051300000000000009 0.078435000000000019 0.084745000000000015 0.085515000000000022 0.50128500000000009 -0.083359999999999976 0.090790000000000023 -0.074054999999999996 -0.047584999999999995 0.090100000000000013 -0.061919999999999996 0.041220000000000007 -0.085474999999999982 0.081660000000000024 -0.082249999999999976 -0.0068949999999999992 0.084655000000000022 0.078340000000000007 0.097315000000000026 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -4 8 9 11 21 19 -13 -14 15 16 -15 -17 -18 20 -8 24 -23 -22 25 26 -9 28 -27 -19
right_child=1 2 6 4 -6 -7 7 10 -10 -11 -12 12 13 14 -16 17 18 29 -20 -21 23 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0077920840336726267 0.02172339483629912 -0.017818827068676119 0.0097977859042584908 -0.012564503357956006 0.012883390582584101 0.0026763621834106745 -0.013570346945413836 0.00044623421815534437 -0.0207281719693648 -0.017655970593509467 0.015924519968169848 -0.032053685840219261 -0.016012026499682929 0.0074134501639160928 0.018326962413266302 0.020709410067647697 -0.029431701214476066 0.0024245031768181696 -0.0054967125611645844 0.015331009431527213 0.00038710458067673016 0.021062617413034397 0.0018943213949315859 0.014674891825765372 -0.00066494013724891366 0.014588139578700067 0.026411555777303877 -0.017050338189583274 -0.010309687141506445 -0.013439238435100942
leaf_weight=26 20 23 25 31 29 32 27 30 28 23 26 20 34 22 20 20 22 70 28 26 1236 28 61 25 1068 25 34 20 21 21
leaf_count=26 20 23 25 31 29 32 27 30 28 23 26 20 34 22 20 20 22 70 28 26 1236 28 61 25 1068 25 34 20 21 21
internal_value=0 6.54586e-05 -0.000101118 0.00450206 0.000758286 -0.00482311 3.65531e-05 -4.6592e-05 -0.000779599 -0.000429185 0.00085892 -0.000176978 -0.00449639 -0.00217088 0.000147336 -0.00183951 -0.00886541 0.00271783 -0.0160281 0.000667839 0.000371843 0.000554564 0.0079248 0.000670368 7.026e-06 0.00552749 0.0142403 -0.00292131 0.00322174 -0.00123636
internal_weight=0 3095 2983 112 92 63 2960 2935 1622 1594 1313 1571 257 237 203 183 72 111 50 1314 1288 1287 89 1261 1198 130 64 66 46 91
internal_count=3121 3095 2983 112 92 63 2960 2935 1622 1594 1313 1571 257 237 203 183 72 111 50 1314 1288 1287 89 1261 1198 130 64 66 46 91
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=31
num_cat=0
split_feature=1426 1426 156 1 11 159 11 9 16 401 41 13 16 2 12 13 157 159 2 484 16 484 52 2 1456 0 50 2 4 12
split_gain=0.166594 0.217599 0.188806 0.437508 0.470119 0.747368 0.203758 0.22025 0.206619 1.07341 0.82216 0.439763 0.508229 0.52463 0.493465 0.529778 0.474664 1.0731 0.432679 0.361527 0.337931 0.625763 0.513911 0.561794 0.401503 0.33808 0.318223 0.710563 0.306965 0.334918
threshold=-0.089244999999999977 -0.061919999999999996 0.11582500000000001 0.099660000000000012 0.08776500000000001 0.11836500000000001 -1.0000000180025095e-35 -0.090659999999999977 0.058835000000000005 0.080710000000000018 0.07677500000000001 -0.095539999999999986 0.15273500000000004 0.12992500000000004 0.098810000000000023 0.0061450000000000003 -0.082509999999999986 -1.0000000180025095e-35 0.10045500000000002 0.16180500000000003 0.22339500000000004 -0.011244999999999998 -0.45478499999999994 0.10584500000000001 0.085405000000000023 -0.064754999999999993 -0.096124999999999988 0.094835000000000017 -0.39518999999999993 0.092355000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 -3 -8 19 10 11 18 16 14 20 -16 -13 -18 -10 28 -14 24 23 25 -22 -23 -24 -28 -9 -30
right_child=1 2 3 4 -6 -7 7 8 9 -11 -12 12 13 -15 15 -17 17 -19 -20 -21 21 22 26 -25 -26 -27 27 -29 29 -31
leaf_value=0.0078209844383376626 -0.0088438181988229718 -0.0089406994816202384 -0.0078728897348892962 0.025444923072623523 -0.0027710796147584916 -0.00026758245658129457 0.0083354265526718197 0.01187306193804199 0.018773527815937996 -0.020299941791842385 0.019041282838297775 0.0046963420941028748 0.0078978201078081685 0.011630381953211562 -0.020901977048756987 -0.0019394407514482738 0.00024284845484154566 -0.023596852171666377 -0.0017782898619771005 0.010985933045946784 0.018445831867442888 0.0008846546621306948 -0.0019913555234670642 0.011569296531379223 -0.0011310128285549582 -0.014088658303022384 -0.0020136354072019459 -0.027302104353904722 -0.00071521560175469246 0.0019951479583708706
leaf_weight=27 28 26 22 26 25 20 31 22 20 30 20 20 44 31 26 34 35 41 21 31 22 38 25 30 20 25 20 25 1715 621
leaf_count=27 28 26 22 26 25 20 31 22 20 30 20 20 44 31 26 34 35 41 21 31 22 38 25 30 20 25 20 25 1715 621
internal_value=0 -6.82503e-05 1.18918e-05 0.00444877 0.00826675 0.0142656 -0.000126901 -4.91406e-05 -0.000138277 -0.00193051 -0.000821691 -0.00165452 -0.00258563 -0.000771436 -0.00201563 -0.0101565 -0.00901088 -0.012618 0.00824699 0.00025708 -5.39669e-05 -0.00176069 -0.00456521 0.000306229 0.00912352 -0.00505714 -0.0110373 -0.0160628 0.00011603 5.30485e-06
internal_weight=0 3094 3066 93 71 46 2973 2947 2916 527 497 477 436 340 309 60 96 76 41 2389 249 205 163 93 42 63 70 45 2358 2336
internal_count=3121 3094 3066 93 71 46 2973 2947 2916 527 497 477 436 340 309 60 96 76 41 2389 249 205 163 93 42 63 70 45 2358 2336
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=31
num_cat=0
split_feature=1210 15 12 1210 1210 1209 12 12 133 4 133 4 2 133 52 0 43 1429 1429 480 2 13 13 15 10 1 4 16 42 52
split_gain=0.141875 0.966956 1.34031 0.794303 0.2451 0.216744 0.227911 0.661577 0.652432 0.598101 0.488877 1.38981 0.48652 0.478027 0.691528 0.547844 0.568725 0.83404 0.603409 0.727525 0.561511 0.539897 0.871029 0.487217 0.555733 1.12677 0.706834 0.781928 0.72523 0.494247
threshold=-0.087769999999999973 0.09006500000000002 0.086565000000000017 -0.081959999999999991 -0.07983999999999998 -0.084629999999999997 0.090840000000000018 0.090455000000000021 0.11524500000000001 -0.084564999999999987 0.095000000000000015 -0.012889999999999999 0.08647500000000001 0.089405000000000012 -0.046924999999999988 0.18019500000000002 -0.081779999999999978 0.084885000000000002 0.083925000000000013 -0.080004999999999979 0.17025000000000004 0.084330000000000016 0.043850000000000007 -0.15914499999999995 -0.0091199999999999979 0.10708500000000001 0.0049200000000000008 -0.070454999999999976 0.082250000000000004 -0.0015799999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 7 8 10 -10 13 -12 -11 15 -15 16 17 18 19 -7 21 22 -18 -21 -25 26 27 28 -26 -29
right_child=3 -3 -4 4 5 6 -8 -9 9 12 11 -13 -14 14 -16 -17 20 -19 -20 23 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-0.01203793499735184 0.019053353265520524 -0.018699577051835756 0.016089586720580782 -0.010082585096824914 0.008249380007146102 0.021147786585303644 0.001170748587294907 -0.015930585263829147 -0.022940950188785794 0.0087048788275569684 0.020490493450779468 -0.0072332484421856469 -0.010846743589001043 -0.018113207708423337 -0.0013911806907551953 -0.014641693808138371 -0.0012321994795331111 0.017714360711240284 -0.012414592490703973 0.014895429917507703 0.014250876405276358 -0.014221273320576839 0.019331070452573755 -0.014068739699280781 0.0019840001700989281 0.019799268187489363 -0.012688674320969241 0.0010537865091199902 0.027430543179313344 -0.014902777745473115
leaf_weight=32 22 30 36 24 32 21 1034 28 23 20 40 33 35 36 79 25 1079 37 27 27 24 31 21 23 24 32 38 165 21 22
leaf_count=32 22 30 36 24 32 21 1034 28 23 20 40 33 35 36 79 25 1079 37 27 27 24 31 21 23 24 32 38 165 21 22
internal_value=0 -0.00374465 0.00285311 0.000121395 -1.73935e-05 6.37502e-05 -2.51939e-05 -0.000672292 -0.000445403 -0.00939975 -5.84561e-05 0.00795784 -0.00373706 -0.000396326 -0.0066259 4.6718e-05 0.000277378 0.00335015 0.00202146 0.00306643 -0.00088522 -0.00120641 -0.000839628 0.00198771 0.000915375 0.00205655 -4.62909e-05 0.00202444 0.0138591 -0.000823456
internal_weight=0 98 68 3023 3001 2977 2945 1911 1883 78 1805 73 55 1732 115 1617 1592 437 400 373 1155 1131 1100 352 325 302 270 232 45 187
internal_count=3121 98 68 3023 3001 2977 2945 1911 1883 78 1805 73 55 1732 115 1617 1592 437 400 373 1155 1131 1100 352 325 302 270 232 45 187
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=31
num_cat=0
split_feature=1177 1176 1186 15 43 1444 4 399 1201 133 16 13 133 4 133 3 480 151 151 1 13 150 157 157 376 160 1443 2 52 48
split_gain=0.155734 0.201098 0.24453 0.460904 0.258967 0.165373 0.312613 0.161643 0.2051 0.309797 0.493212 0.381539 0.207705 0.8082 0.293821 0.362219 0.247636 0.236642 0.63147 0.471179 0.565904 0.500367 0.440739 0.509905 0.444665 0.483868 0.38895 0.371874 0.385651 0.279587
threshold=-0.079504999999999978 1.0000000180025095e-35 0.084720000000000004 0.082685000000000022 -0.54673999999999989 -0.081839999999999982 -0.047864999999999991 -0.087854999999999989 -0.064749999999999988 -0.44023999999999991 -0.073404999999999984 -0.041739999999999992 -0.37971999999999995 0.0082450000000000006 -0.24227499999999996 0.63141500000000017 0.12106000000000001 -0.082829999999999973 -0.083694999999999978 0.10937500000000001 -0.014169999999999999 0.10874500000000002 -0.086394999999999986 -0.083699999999999983 0.082945000000000019 0.088755000000000014 1.0000000180025095e-35 0.092365000000000017 -0.019749999999999993 0.096085000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -6 -7 -9 10 11 -10 13 -11 -14 16 17 18 19 21 -21 22 -16 -24 25 27 29 28 -25 -19
right_child=1 -3 3 -5 5 7 -8 8 9 12 -12 -13 14 -15 15 -17 -18 26 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0062795453346692594 -0.01145900471135974 -0.0096060294573279952 0.017131237517637406 -0.0036255699628964066 0.014212102021860041 0.0066176281879389929 -0.0017927234061062337 -0.0084446705105559287 0.0049985225577357005 -0.021495706213283398 -0.0032160674195204466 0.022952207121998074 0.011582983054575467 0.0048804792485987909 -0.012149448826423159 -0.013699280954897404 0.010625014460778662 -0.00083553957665397798 0.015520376991480589 0.0032107848812032631 -0.016591836345351992 0.014514336934793863 0.014748470484407555 0.0047340001542672365 0.011641784105449915 0.008703183034168822 -0.011261927777463022 -0.013165876476301087 -0.0088979347440828055 0.0030089422625538785
leaf_weight=39 20 22 23 20 23 35 26 30 29 21 35 20 21 26 23 20 21 2089 32 27 31 31 29 49 30 35 34 36 36 208
leaf_count=39 20 22 23 20 23 35 26 30 29 21 35 20 21 26 23 20 21 2089 32 27 31 31 29 49 30 35 34 36 36 208
internal_value=0 -7.94621e-05 -1.09705e-05 0.00747691 -0.000117692 -4.20075e-05 0.00571975 -0.000137776 -0.000218943 -0.000133348 0.00585046 0.0123266 -0.000312926 -0.00690462 -0.00020035 -0.000290958 -0.00019204 -0.000276485 0.00211349 0.000801501 -0.00737337 0.00256411 0.00100757 0.00241507 0.000492117 -0.00165205 -0.000644568 -0.00464737 -0.00103953 -0.000487411
internal_weight=0 3082 3060 43 3017 2997 49 2948 2913 2883 84 49 2799 47 2752 2731 2711 2690 359 327 58 269 238 215 186 156 2331 121 85 2297
internal_count=3121 3082 3060 43 3017 2997 49 2948 2913 2883 84 49 2799 47 2752 2731 2711 2690 359 327 58 269 238 215 186 156 2331 121 85 2297
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=31
num_cat=0
split_feature=15 3 1 40 148 48 12 12 1 16 133 1 2 1 2 12 2 3 1 16 1 12 2 9 4 52 52 4 43 159
split_gain=0.14253 0.285655 0.150684 0.481566 0.415449 0.531625 0.591081 0.688957 0.657669 0.556736 0.440761 1.25568 0.891937 0.578139 0.413644 0.66855 0.554026 0.493239 1.08689 0.741039 0.630461 0.40645 0.400704 0.398732 0.38746 0.362536 0.479859 0.47607 0.360999 0.354691
threshold=-0.56368999999999991 0.63141500000000017 0.10638500000000002 0.051255000000000002 -0.083019999999999983 -0.086869999999999989 0.11650500000000001 0.092550000000000007 0.10920500000000001 -0.11676499999999999 0.085635000000000003 0.11910500000000002 0.11362000000000001 0.12408500000000001 0.14753000000000002 0.11734000000000001 0.10381000000000001 0.10299500000000002 0.090740000000000015 0.064860000000000015 0.10471500000000002 0.14786000000000002 0.11728500000000001 -1.0000000180025095e-35 -0.011209999999999999 -0.21968999999999997 -0.54663499999999987 0.060330000000000002 -0.081674999999999984 0.091070000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 14 -4 -6 7 8 28 -9 12 -12 13 24 15 17 -17 20 -19 -20 23 -8 -14 -2 -10 26 -11 -27 -7 -24
right_child=1 -3 4 -5 5 6 21 9 10 25 11 -13 22 -15 -16 16 -18 18 19 -21 -22 -23 29 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0075203159451484678 0.01445193922147155 -0.011973116602748633 -0.012726211845874786 -0.014423195175671331 0.017552709641555943 0.023502493984997274 0.021650298587653952 -0.017155119793658909 0.01052204922518947 0.0038526634499430655 -0.027320628522429613 0.0018020728880768283 -0.013161718177919588 0.0027715065826972324 0.012875006016111003 0.00048857408886154494 -0.018351058371214046 -0.027342200740462258 0.010187902140977055 -0.0141506847163493 -0.014703205656925483 0.0024080283318956694 -0.0025298618161101439 0.00026954215663904055 0.029753484260290865 -0.0050263643339276314 -0.01628184264808279 0.015397357754409313 0.0063761460594832899 0.0079535604880607517
leaf_weight=25 20 20 20 24 21 20 23 33 22 20 20 57 24 39 24 27 37 21 29 22 28 21 103 2247 20 25 29 21 32 47
leaf_count=25 20 20 20 24 21 20 23 33 22 20 20 57 24 39 24 27 37 21 29 22 28 21 103 2247 20 25 29 21 32 47
internal_value=0 -6.07261e-05 1.67277e-05 -0.000326743 0.00144297 0.0019341 0.00134419 0.000388364 0.00250624 -0.00596526 0.000868402 -0.00576227 0.0028706 0.0115388 -0.000188937 -0.00031791 -0.0104031 -4.52226e-05 -0.00819517 -0.000311096 0.000210462 0.0124665 -0.0011646 0.000394663 0.0196799 -0.00207826 -0.00806368 0.00429751 0.0129632 0.000754944
internal_weight=0 3096 3076 2479 597 577 556 512 384 128 332 77 255 81 2455 2431 64 2367 72 51 2295 44 174 2267 42 95 49 46 52 150
internal_count=3121 3096 3076 2479 597 577 556 512 384 128 332 77 255 81 2455 2431 64 2367 72 51 2295 44 174 2267 42 95 49 46 52 150
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=31
num_cat=0
split_feature=1426 1428 156 159 16 15 49 472 11 11 1 2 4 43 1426 473 130 130 42 42 13 42 1212 402 1212 4 0 4 4 0
split_gain=0.147926 0.206791 0.143346 0.32314 0.485762 0.380717 0.264566 0.253936 0.24512 0.555488 0.877366 0.753752 0.439415 0.300229 0.283398 0.287856 0.246009 0.232689 0.258588 0.46601 0.457207 0.391316 0.396904 0.69375 0.677221 0.46605 0.365302 0.521863 0.39648 0.443885
threshold=-0.089244999999999977 0.10024500000000001 -0.067809999999999981 -0.082194999999999976 0.25792000000000009 -0.076244999999999993 0.086395000000000013 -0.065034999999999996 0.079915000000000014 0.086080000000000018 0.097525000000000014 0.08622500000000001 -0.55119499999999988 -0.50775499999999985 0.069770000000000013 0.047060000000000005 0.087820000000000023 -0.22461999999999996 0.094725000000000018 0.092395000000000019 0.097995000000000013 0.091735000000000025 -0.040879999999999993 0.11174500000000002 -0.087464999999999987 -0.081609999999999988 0.10455500000000001 -0.42529999999999996 0.53859500000000016 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 -2 -4 12 11 -11 -10 -9 16 15 17 -14 -15 19 21 -20 22 24 26 25 -19 28 -28 -24 -30
right_child=1 -3 7 4 5 -7 -8 8 9 10 -12 -13 13 14 -16 -17 -18 18 20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0073697628869450887 0.011133455294607715 -0.0086191715240212432 0.010395479427340131 -0.019908708604899322 -0.01179059513885042 0.0054376098809057272 -0.0042055913935536929 -0.013340736463665962 0.027104120262499365 -0.014466116012384496 0.0060182609028466378 0.0016318942778385604 0.015320652773927735 -0.009407071575489161 0.011417173736152196 0.01114680301398039 0.00015606892644427718 -0.0082373199172734012 0.0011981778855678152 -0.007864584523285258 0.015670326809682274 0.011565406060846592 -0.00062361692854788042 -0.012790523592169242 0.020733755712651396 0.0057387272309279078 0.0039449519850313667 -0.016526287315046472 -0.0029667909163981678 0.016398297573022289
leaf_weight=27 22 28 24 22 23 29 23 25 21 30 69 26 23 28 21 22 20 34 429 87 23 27 1786 48 22 80 20 33 20 29
leaf_count=27 22 28 24 22 23 29 23 25 21 30 69 26 23 28 21 22 20 34 429 87 23 27 1786 48 22 80 20 33 20 29
internal_value=0 -6.43127e-05 1.38138e-05 -0.00338888 -0.00745249 -0.00218256 0.0032935 0.000151215 6.71019e-05 0.00406091 -0.000189126 0.0130131 -0.000142871 -2.29778e-05 -0.00015457 -0.000244975 0.00826736 -0.00033898 -0.000242731 -0.000692937 0.00193459 -0.000395684 -0.000551548 -0.000918377 0.00467038 0.00157043 -0.000616543 -0.00880129 -0.000380144 0.00849418
internal_weight=0 3094 3066 119 74 52 45 2947 2923 146 99 47 2777 2752 2709 2688 43 2666 2638 2186 452 2099 2072 1936 136 114 1888 53 1835 49
internal_count=3121 3094 3066 119 74 52 45 2947 2923 146 99 47 2777 2752 2709 2688 43 2666 2638 2186 452 2099 2072 1936 136 114 1888 53 1835 49
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=31
num_cat=0
split_feature=1212 1212 1212 2 1212 13 132 132 43 132 133 3 52 16 12 402 52 12 4 4 16 16 15 15 0 42 160 1212 51 51
split_gain=0.144356 0.477349 0.23497 0.276708 0.220997 0.440072 0.220936 0.374454 0.334378 0.308487 0.276928 0.327099 0.224005 0.611193 0.797251 0.569363 0.546909 0.45716 0.536653 0.607118 0.460376 0.970416 0.663363 1.69708 0.403199 0.394605 0.354392 0.348863 0.354113 0.387441
threshold=0.11930500000000001 0.11137000000000001 0.10167000000000001 0.087995000000000004 0.091315000000000021 -0.029529999999999997 -0.43443999999999999 -0.26631499999999991 0.28064000000000006 -0.10397999999999998 -0.42035499999999998 -0.073884999999999992 0.096795000000000006 0.10246000000000001 0.098150000000000015 -0.42321999999999993 0.093665000000000012 0.089505000000000015 -0.082349999999999993 -0.050494999999999991 -0.015314999999999997 -0.078844999999999985 -0.070929999999999979 0.089165000000000008 -0.084144999999999984 0.092395000000000019 -0.33012999999999998 0.08790000000000002 0.10532000000000001 0.24916000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 -1 -8 9 -9 11 -10 16 15 -15 -14 27 20 -19 26 21 -17 -23 -24 -21 -26 -20 28 -11 -30
right_child=-2 -3 3 -5 5 -7 7 8 10 12 -12 -13 13 14 -16 17 -18 18 19 24 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0089749446164609659 0.004304846086367769 -0.014459291077218951 0.015938672542106361 -0.00049665873659597267 0.006214874613630985 -0.011255845738291416 0.01122714386554435 0.010426672556084293 -0.0097260096610558254 -0.00010772542576765962 -0.016140038977292451 0.0071469552349299192 -0.016553449101576752 -0.02775727506959811 0.00047835674136877067 -9.4723160288645171e-05 0.016573717764445713 0.018806087607517841 -0.015255634681038237 -0.0015797708471793504 0.0087423217296600346 -0.0030561329693682641 -0.041333432817323643 -0.0010849883826449514 0.016196171634752923 0.0015761667924622696 -0.00086891825602792997 0.0097310915040091078 0.0097250880817882721 -0.0034177486028056595
leaf_weight=27 76 23 20 21 21 46 30 29 27 2033 22 20 22 20 20 163 21 20 23 42 30 32 22 20 48 30 67 39 75 32
leaf_count=27 76 23 20 21 21 46 30 29 27 2033 22 20 22 20 20 163 21 20 23 42 30 32 22 20 48 30 67 39 75 32
internal_value=0 -0.000107444 1.78536e-06 0.00752058 -0.000101626 -0.00577995 2.89322e-05 0.000113139 -3.56406e-06 0.000166629 -0.00688035 -0.00254602 5.87851e-05 -0.00172877 -0.0136395 -0.000810794 0.000512986 -0.000113936 0.00315381 0.00166311 -0.00292885 -0.00440621 -0.0139031 -0.0221675 0.00631959 0.0105731 -0.00454552 0.000358201 0.000187387 0.00579452
internal_weight=0 3045 3022 41 2981 67 2914 2887 2857 2788 69 47 2759 559 40 519 2200 497 230 210 267 237 74 42 120 78 90 2179 2140 107
internal_count=3121 3045 3022 41 2981 67 2914 2887 2857 2788 69 47 2759 559 40 519 2200 497 230 210 267 237 74 42 120 78 90 2179 2140 107
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=31
num_cat=0
split_feature=50 104 2 12 40 2 40 39 4 13 1 4 40 133 40 49 123 43 48 160 15 43 2 40 0 12 43 10 2 4
split_gain=0.145153 0.166171 0.29741 0.20095 0.300792 0.368219 0.210903 0.431512 0.476699 0.691458 0.365358 0.35789 0.340942 0.305626 0.264446 0.623361 0.469133 0.234679 0.941875 0.987593 0.496164 0.886801 0.49452 0.371815 0.382243 0.30426 0.237412 0.282038 0.509218 0.280093
threshold=0.14828500000000003 0.089050000000000004 0.31765000000000004 0.22926500000000002 -0.087679999999999994 0.098035000000000011 -0.065969999999999987 0.090880000000000016 -0.0086549999999999978 -0.077799999999999994 0.087135000000000004 -0.065794999999999979 -0.047054999999999993 0.086990000000000012 -0.0061149999999999998 0.082865000000000008 -1.0000000180025095e-35 -0.15879999999999997 0.088965000000000002 -0.0094199999999999978 0.085315000000000016 -0.40263499999999991 0.079055000000000014 0.088160000000000016 0.16094000000000003 -0.010834999999999999 -0.14792499999999997 0.058500000000000003 -0.080614999999999978 -0.52556499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 11 -10 -9 -6 -8 -12 15 -14 -16 18 19 -18 21 -21 -22 24 25 -19 -27 28 -28 -30
right_child=-2 -3 -4 -5 6 -7 12 10 9 -11 13 -13 14 -15 16 -17 17 23 -20 20 22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0020002692344132812 -0.0084918523952364922 0.0091404408589005476 -0.012159030940383673 0.0090040106177330017 -0.0022775435075163843 -0.01620404674857855 -0.010517922518474441 -0.00065512484759979307 0.0031530613579401159 -0.016825287475561102 0.024029856459015893 0.015515581979595412 0.018584074654305973 0.0069690041776214323 -0.013212447047785479 -0.0053201954555697744 0.019306457084825354 -0.0088566350491754223 -0.02392068052547984 0.00010714963610683169 0.014138373990797185 -0.023769330073680199 -0.0037468695643698225 0.010992338880896568 0.012703686122161648 0.0079005223245192796 0.01463188946217997 -0.011235350810668687 0.010519918676465751 -0.00012154815166396801
leaf_weight=20 20 20 20 25 20 25 31 21 41 30 21 26 24 21 27 20 21 38 20 35 22 28 52 32 24 39 24 22 25 2327
leaf_count=20 20 20 20 25 20 25 31 21 41 30 21 26 24 21 27 20 21 38 20 35 22 28 52 32 24 39 24 22 25 2327
internal_value=0 5.47685e-05 -4.21023e-06 7.52071e-05 1.68268e-06 -0.00811324 0.000123773 0.00344216 -0.000150674 -0.00528849 0.0101146 0.00777944 -8.87176e-05 0.0154994 2.75793e-05 0.0077185 -9.61051e-05 3.46226e-05 -0.00347507 -0.000887015 -0.00398236 -0.0105046 0.00157037 0.000281452 0.000144298 2.25096e-05 0.000160962 3.50888e-05 0.000139445 -8.43732e-06
internal_weight=0 3101 3081 3061 3036 45 2991 180 117 71 63 46 2811 42 2780 44 2736 2709 178 158 137 63 74 2531 2499 2475 2437 2398 2376 2352
internal_count=3121 3101 3081 3061 3036 45 2991 180 117 71 63 46 2811 42 2780 44 2736 2709 178 158 137 63 74 2531 2499 2475 2437 2398 2376 2352
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=31
num_cat=0
split_feature=402 1211 133 133 4 15 133 13 16 0 16 401 43 1447 43 2 1447 12 12 159 4 43 475 159 474 475 475 483 1429 2
split_gain=0.138788 1.21345 0.633632 0.646817 0.602905 0.429816 0.712314 0.285214 0.30526 0.447504 0.36309 0.261618 0.348104 0.214168 0.649401 0.261408 0.247033 0.213977 0.645814 0.911329 0.664446 0.636888 0.545608 0.742707 0.805928 0.490129 0.489832 0.40952 0.417387 1.13988
threshold=0.088505000000000014 0.077345000000000011 0.11269500000000002 0.076280000000000014 -0.58204499999999992 0.10017500000000001 -0.015164999999999998 0.0027400000000000007 -0.092804999999999985 -0.088774999999999979 -0.25582999999999995 0.10947000000000001 -0.52440999999999993 -0.086059999999999984 -0.014584999999999999 0.090545000000000014 -0.091094999999999995 0.091325000000000003 0.088615000000000013 0.087410000000000015 -0.080584999999999976 -0.084004999999999982 -0.085719999999999977 0.086110000000000006 0.083855000000000013 -0.084894999999999984 -0.084049999999999986 0.10761000000000003 0.057970000000000008 0.088665000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 6 7 8 10 -10 -2 12 -6 14 15 16 -14 18 22 20 -20 -22 23 24 -15 -24 -27 28 -28 -30
right_child=1 -3 -4 -5 11 -7 -8 -9 9 -11 -12 -13 13 17 -16 -17 -18 -19 19 -21 21 -23 25 -25 -26 26 27 -29 29 -31
leaf_value=-0.015682371541857722 -0.00071683657045165704 0.025215968418689002 -0.014895387601107361 0.019050416620448235 0.011110955847626818 0.013687965743222529 -0.018969782898202541 0.012147153303958477 -0.016711944981943817 -0.00049446991699943807 0.016677836822345856 -0.0093713706056587406 -0.011798128606460524 0.010853724900840057 0.017366724547797016 0.0090730564482510087 0.0021454730692009134 0.00097563288135507512 -0.01214930982061881 -0.02607450722716749 0.011152896403360207 -0.0037430359119753121 -0.015437459357252176 0.023285294687163765 -0.010306083764880895 0.012698287042855687 -3.9491551029956099e-05 -0.014520788214923371 -0.027406484181327479 0.0011276727940033502
leaf_weight=25 30 21 25 20 28 22 20 20 20 114 20 30 24 45 28 20 27 906 68 20 37 128 22 22 30 28 1237 21 21 42
leaf_count=25 30 21 25 20 28 22 20 20 20 114 20 30 24 45 28 20 27 906 68 20 37 128 22 22 30 28 1237 21 21 42
internal_value=0 0.00200091 0.0003256 0.00175614 -0.000222244 0.000350105 -0.000959863 0.000805815 -0.000426939 -0.00291499 0.00624103 -8.34143e-05 1.77617e-05 -9.61816e-05 0.00446972 -0.000616425 -0.00441622 -0.00026825 -0.000923078 -0.00558931 -0.00383092 -0.000402736 -0.000118884 0.00712899 0.0023898 -0.00063168 -0.000390222 -0.000667647 -0.000443865 -0.00838371
internal_weight=0 312 291 266 2809 246 224 204 184 134 50 2784 2754 2726 99 71 51 2627 1721 253 233 165 1468 97 75 1371 1349 1321 1300 63
internal_count=3121 312 291 266 2809 246 224 204 184 134 50 2784 2754 2726 99 71 51 2627 1721 253 233 165 1468 97 75 1371 1349 1321 1300 63
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=31
num_cat=0
split_feature=1185 49 147 150 51 39 43 43 12 3 52 13 49 159 49 42 0 4 3 1374 1373 130 130 43 4 13 9 4 1447 1447
split_gain=0.145758 0.148636 0.665977 0.633399 0.920842 0.896272 0.973691 1.01253 0.73119 0.491564 0.494112 0.434753 0.384097 0.599922 0.484724 0.493751 0.478387 0.539044 0.867209 0.477618 0.505603 0.366562 0.498333 0.510772 0.333354 0.327977 0.259758 0.246164 0.26558 0.802474
threshold=0.089620000000000019 -0.070909999999999987 0.086295000000000011 0.083095000000000016 0.097000000000000017 0.09116500000000001 -0.089694999999999983 -0.085154999999999995 0.084535000000000013 -0.082484999999999989 -0.080114999999999978 -0.0093149999999999986 -0.008964999999999999 0.04105000000000001 -0.0069299999999999995 0.084535000000000013 -0.036484999999999997 0.41257000000000005 0.092670000000000016 0.086000000000000007 0.081220000000000014 -0.22562499999999999 -0.11198999999999999 -0.52440999999999993 -0.020529999999999996 -0.080519999999999994 0.10530000000000002 -0.51843499999999987 -0.086059999999999984 -0.085539999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 25 -8 -1 -9 11 -11 13 16 15 -14 17 18 -3 20 21 -16 -23 -24 -15 -5 27 -25 -29 -30
right_child=-2 12 -4 4 -6 -7 7 9 -10 10 -12 -13 14 24 19 -17 -18 -19 -20 -21 -22 22 23 26 -26 -27 -28 28 29 -31
leaf_value=0.0022035092899673862 0.0059976984487730076 -0.0069936464795609943 0.019657116197049618 0.0036844170242720459 0.021154045027035936 0.021074079079553484 -0.026645484007894994 -0.015199244156247006 -0.017982487218207954 0.0039975828751921657 0.011268517558710301 -0.015519752215948843 0.022087686930317433 0.016044038099353203 -0.012972944073209709 0.00037806145846843722 0.0063557007135106973 0.0045948427237038104 -0.026756367646157742 0.013110270599524181 -0.015019842016551158 0.012198128467990142 -0.012344227355959662 0.0079923873183606938 -0.0012770161600783468 0.020580024588853121 0.011072910355315322 0.0050636689232375761 -0.020388901873957366 -0.00026610957444765892
leaf_weight=38 40 125 20 27 26 20 20 22 34 25 32 21 20 20 22 22 26 28 27 27 23 33 34 37 25 20 21 91 20 2175
leaf_count=38 40 125 20 27 26 20 20 22 34 25 32 21 20 20 22 22 26 28 27 27 23 33 34 37 25 20 21 91 20 2175
internal_value=0 -7.78669e-05 0.00201758 0.000779718 0.00352061 0.00106891 -0.00132692 -0.00610563 -0.00732877 -0.00199766 0.00172586 -0.0049125 -0.000308094 -0.00403892 6.27718e-05 0.010716 -0.0063239 -0.0081554 -0.0105041 -0.000117427 -0.000262846 -0.000123343 -6.0923e-06 -0.000175453 0.00642123 0.010874 1.05672e-06 -9.90332e-05 -0.000229997 -0.000449461
internal_weight=0 3081 305 285 213 187 167 120 72 100 78 46 2776 251 2525 42 206 180 152 2483 2456 2433 2411 2378 45 47 2344 2323 2286 2195
internal_count=3121 3081 305 285 213 187 167 120 72 100 78 46 2776 251 2525 42 206 180 152 2483 2456 2433 2411 2378 45 47 2344 2323 2286 2195
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=31
num_cat=0
split_feature=1447 133 480 1 4 1447 3 1447 50 50 479 1447 133 1455 1455 15 473 484 4 51 16 43 481 14 12 132 159 12 4 52
split_gain=0.165432 0.852984 0.315285 0.378413 0.335538 0.3015 1.16507 0.295577 0.18954 0.673454 0.393292 0.406935 0.393787 0.373696 0.443378 0.394042 0.391411 0.352622 0.274602 0.662339 0.412917 0.378261 0.24473 0.222086 1.88321 0.242949 0.587112 0.4004 0.483275 0.428731
threshold=-0.085804999999999979 -0.00094999999999999989 0.08759500000000002 0.07863500000000001 -0.043364999999999994 -0.083354999999999985 -0.086049999999999988 -0.082344999999999988 0.11875500000000001 0.12213000000000002 0.10713500000000002 0.0071200000000000005 0.084760000000000016 0.090900000000000022 0.087480000000000016 0.094035000000000007 0.077695000000000014 -0.070054999999999992 -0.014149999999999998 0.14330000000000001 0.0039400000000000008 -0.077044999999999988 -0.081834999999999977 0.076975000000000002 0.086095000000000019 0.0041800000000000006 0.10725000000000003 -0.094384999999999983 -0.021294999999999998 -0.087284999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -2 -7 10 -10 11 13 -13 14 16 17 22 -15 19 20 -11 -20 -9 25 -25 -24 27 -27 29 -29
right_child=5 2 3 -5 -6 7 -8 8 9 18 -12 12 -14 15 -16 -17 -18 -19 21 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.021947600319981577 0.020263503438036425 0.014391011582768481 -0.015125481576820754 0.0032193568790469065 -0.0010715615198326608 -0.011048051370501829 -0.0074102096436224106 0.010182293062098325 -0.01948465195653791 0.021461375665274406 0.013314702240345273 -0.019730282388627531 -0.00054422163495631973 0.0051527765385496124 -0.014348606445959637 -0.0024250255525112155 0.014175979308784011 0.021282543298666894 -0.016045945044606925 -0.010529471946574631 0.0013843860873021187 -0.00048529000487178568 -0.00047102726720608034 0.021833085332598007 -0.011464537719659733 0.015498902517612335 -0.013808603435754777 0.020312543027102947 -0.0023124108488566052 0.0042871177959541732
leaf_weight=21 32 23 23 22 36 24 29 24 22 21 23 20 23 33 21 30 20 23 21 20 20 61 2187 35 33 27 20 20 106 101
leaf_count=21 32 23 23 22 36 24 29 24 22 21 23 20 23 33 21 30 20 23 21 20 20 61 2187 35 33 27 20 20 106 101
internal_value=0 -0.00356434 0.000147662 -0.00615689 0.00495622 0.000148713 0.00710715 4.09091e-06 9.52113e-05 -0.00319662 0.000293009 0.00018302 -0.00946797 0.000337868 0.00012286 0.00682313 0.000240971 0.0117775 -0.000690772 0.00438995 0.0116677 -0.00447034 0.000131805 3.64271e-05 0.00567394 -0.000119343 0.00268771 0.00398663 0.00261733 0.00693595
internal_weight=0 125 104 45 59 2996 61 2935 2911 165 2746 2723 43 2680 2594 86 2573 56 143 61 41 82 2553 2529 68 2461 274 254 227 121
internal_count=3121 125 104 45 59 2996 61 2935 2911 165 2746 2723 43 2680 2594 86 2573 56 143 61 41 82 2553 2529 68 2461 274 254 227 121
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=31
num_cat=0
split_feature=13 1210 1210 0 4 4 151 150 15 1447 158 1210 15 1210 1213 43 0 2 480 1419 1426 4 52 159 14 2 2 12 160 160
split_gain=0.13644 0.305473 0.604636 0.308522 0.885918 0.407424 0.362383 0.326256 0.308412 0.29786 0.324268 0.322701 0.60761 0.744289 0.396976 0.319117 0.388499 0.397233 0.428055 0.453377 0.486234 0.361396 0.321372 1.13289 0.373264 0.389278 1.4463 2.29974 1.01074 0.446633
threshold=-0.066634999999999986 -0.077744999999999995 -0.090009999999999993 -0.13843999999999998 -0.073104999999999989 0.41816000000000003 -0.08483499999999998 -0.091259999999999994 -0.089549999999999991 -0.085709999999999995 0.12632500000000005 -0.07983999999999998 0.09006500000000002 -0.14175499999999996 -0.081649999999999986 -0.52440999999999993 0.14486500000000005 -0.15339499999999998 0.10344000000000002 0.089070000000000024 -0.061919999999999996 -0.42529999999999996 0.5140450000000002 -0.11624 0.08840000000000002 0.085155000000000022 0.079055000000000014 0.082480000000000012 -1.0000000180025095e-35 -0.40957499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6 -5 -8 -2 11 12 13 -11 -15 -13 17 -17 19 20 -19 -18 23 -22 25 26 28 -28 -25 -27
right_child=9 3 -4 7 5 -7 8 -9 -10 10 -12 15 -14 14 -16 16 21 18 -20 -21 22 -23 -24 24 -26 29 27 -29 -30 -31
leaf_value=-5.6776590487995258e-05 -0.011684066625700023 -0.022975653897793519 0.020877637354318392 0.01325975767602878 -0.0089148097095035385 -0.010831480330477159 0.014192383609978217 0.00069123550934131175 0.00064327287753777841 0.014211647633817935 -0.012519756983965636 0.0092228349738729173 -0.020558958193710584 -0.00017351410754669745 -0.018659163616775051 -0.012064827098671732 0.018916551345027982 -0.013083717482292962 -0.01320783449523151 0.012154203136451543 0.018564198137910076 0.0014432289509166932 -0.009055108225622558 -0.021642392035573721 -0.01255863162999352 -0.015614875379417623 0.041533120349049574 0.0054196413026445294 0.00027126523252058354 -0.00083988814844889728
leaf_weight=37 24 21 22 21 21 30 28 1251 42 21 22 37 22 26 21 29 20 29 25 30 33 29 38 23 24 21 21 110 248 795
leaf_count=37 24 21 22 21 21 30 28 1251 42 21 22 37 22 26 21 29 20 29 25 30 33 29 38 23 24 21 21 110 248 795
internal_value=0 0.00069936 0.00774928 0.000405198 -0.00401577 -0.000725217 0.00260652 0.000898735 0.00606292 -0.000625096 -0.000461663 -0.000296071 -0.0061134 -0.00143984 -0.00843306 5.01988e-05 -0.000179894 -0.000480736 -0.000240264 -3.97454e-06 -0.000275767 0.0085752 7.12006e-06 0.00027721 -0.000208676 3.46727e-05 0.00258173 0.0112088 -0.00158857 -0.00122013
internal_weight=0 1473 59 1414 142 121 91 1272 70 1648 1624 1602 90 68 47 1512 1475 1426 1397 1372 1342 49 1313 1275 1242 1218 402 131 271 816
internal_count=3121 1473 59 1414 142 121 91 1272 70 1648 1624 1602 90 68 47 1512 1475 1426 1397 1372 1342 49 1313 1275 1242 1218 402 131 271 816
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=31
num_cat=0
split_feature=1426 1419 42 1455 1455 0 1455 1420 472 12 1426 160 3 1443 52 1 52 1455 157 157 44 51 52 151 0 151 2 457 2 48
split_gain=0.160224 0.186341 0.326644 0.208445 0.406687 0.438354 0.278786 0.209598 0.229947 0.453854 0.246152 0.208532 0.603615 0.41096 0.218051 0.781227 0.863508 0.511289 0.219269 0.251034 0.198599 0.262307 0.443641 0.259976 0.425852 0.361869 0.863853 0.34642 0.380204 0.335704
threshold=-0.089244999999999977 0.091465000000000005 0.075730000000000006 -0.23681499999999997 -0.089344999999999994 -0.084509999999999988 -0.072959999999999983 -0.083279999999999979 -0.0062899999999999996 0.089885000000000007 -0.061919999999999996 -0.55045999999999984 -0.081234999999999988 0.090450000000000016 0.5140450000000002 0.10205500000000002 0.62769000000000008 0.11192500000000001 -0.22776499999999997 -0.39724499999999996 0.099360000000000018 0.11794000000000002 0.31299000000000005 -0.089594999999999994 -0.071719999999999992 -0.086654999999999982 0.097220000000000015 1.0000000180025095e-35 0.094095000000000012 0.083685000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -6 -8 9 -9 -10 12 -12 14 17 16 -16 18 19 -13 21 23 -23 24 27 26 -25 -20 -29 -27
right_child=1 2 -4 4 6 -7 7 8 10 -11 11 13 -14 -15 15 -17 -18 -19 20 -21 -22 22 -24 25 -26 29 -28 28 -30 -31
leaf_value=0.0076699903099021575 0.0073934978416410127 0.0027686038135510426 -0.013314849490832007 -0.020041049105514373 0.011566506924905948 -0.00044303822517395021 -0.0073751701618005568 0.018481355514377358 -0.011071580895222725 -0.0010999720672081256 -0.019554882375523448 -0.0001446736976504326 0.0041990314549564022 0.012445438190156387 -0.028866828002501278 0.0090302467832098828 0.0001667391686212449 0.015030917793552838 -0.0030437797804265042 -0.014844718173013203 -0.0092829538890245294 0.00068513488639534146 0.01574898464675463 0.00071096459511094372 0.017417153780115768 -0.00054084684179428889 -0.024851252324879169 0.0022588658841772818 0.016598723737057296 0.0028312655200649398
leaf_weight=27 38 23 28 21 21 25 38 20 20 29 20 26 23 27 20 23 21 23 76 21 22 60 29 39 20 1916 20 71 25 349
leaf_count=27 38 23 28 21 21 25 38 20 20 29 20 26 23 27 20 23 21 23 76 21 22 60 29 39 20 1916 20 71 25 349
internal_value=0 -6.69327e-05 -0.00606153 3.35354e-05 -5.95357e-05 -0.00938996 8.55131e-05 3.45018e-06 0.000100136 0.00689241 -1.66029e-05 6.14966e-05 -0.0068493 0.000168083 4.80224e-05 -0.00572093 -0.013996 0.00018492 5.72244e-05 -0.00671278 0.000178347 0.000258251 0.00559358 6.95211e-05 0.00360606 -0.000222654 -0.00795419 0.00200012 0.0059932 -2.12587e-05
internal_weight=0 3094 51 3043 3005 46 2959 2938 2900 49 2851 2831 43 2788 2761 64 41 2697 2674 47 2627 2605 89 2516 192 2324 59 172 96 2265
internal_count=3121 3094 51 3043 3005 46 2959 2938 2900 49 2851 2831 43 2788 2761 64 41 2697 2674 47 2627 2605 89 2516 192 2324 59 172 96 2265
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=31
num_cat=0
split_feature=1209 1209 1208 1208 1209 2 4 156 156 484 1 474 0 156 156 14 1374 160 4 456 151 42 151 149 11 12 156 0 4 2
split_gain=0.135259 0.412984 0.24621 0.358882 0.36462 0.430823 0.257301 0.184833 0.732118 0.503897 0.527712 0.439638 0.421932 0.575714 0.395987 0.371057 0.379369 0.362838 0.414422 0.40694 0.308227 0.99885 0.650859 0.366582 0.401801 0.301177 0.391306 0.273227 0.752379 0.534577
threshold=0.083050000000000013 0.087355000000000002 0.11846000000000001 0.10480500000000002 0.091830000000000009 0.085155000000000022 -0.082769999999999982 0.085790000000000019 0.087205000000000019 -0.011244999999999998 0.099660000000000012 0.096510000000000012 -0.087519999999999987 0.092385000000000009 0.092385000000000009 0.096015000000000017 -0.064634999999999984 -0.0080249999999999991 -0.046564999999999988 1.0000000180025095e-35 0.084350000000000008 0.075730000000000006 0.055020000000000006 0.08618000000000002 -1.0000000180025095e-35 0.092655000000000015 0.11659000000000001 0.062580000000000011 -0.50427999999999995 0.10855000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 -3 -6 15 -9 14 12 25 13 -11 -10 16 -1 19 -19 -14 22 -22 23 24 -18 26 -12 28 -26 -29
right_child=1 2 -4 -5 6 -7 -8 8 9 10 11 -13 17 -15 -16 -17 20 18 -20 -21 21 -23 -24 -25 27 -27 -28 29 -30 -31
leaf_value=0.010267228882929143 0.012228344608835567 -0.016664209314621987 0.010394075414210203 -0.012054043237119914 0.015346215409226717 0.0036148527552458372 0.001759996589617399 0.01584168285377981 0.021030372539535165 -0.02347081612147715 0.0047562876266652142 -0.0043830186622671602 0.0055456094304387124 -0.0024418978206813338 0.0017907857651943745 -0.014058922893600541 -0.01453755909577012 -0.018144036396204131 -2.7980389339583261e-05 -0.0088333707983390651 -0.0054034891563492851 0.018339695967733861 -0.018683517351746559 -0.011370739746358126 -0.019874111069366335 0.00097773974218095345 0.021651127504614686 0.0079676464652341863 -0.00038916469368185431 -0.0066239093156421893
leaf_weight=33 36 20 21 25 20 22 46 34 20 23 29 41 81 30 23 20 20 23 28 26 37 34 20 31 20 36 26 96 2166 34
leaf_count=33 36 20 21 25 20 22 46 34 20 23 29 41 81 30 23 20 20 23 28 26 37 34 20 31 20 36 26 96 2166 34
internal_value=0 0.00258564 0.000331501 -0.00125733 0.00124191 -0.00604184 0.00587703 -0.000167612 0.00177408 0.000534966 -0.000744311 0.00421482 -0.00384671 -0.0115677 0.0107394 -0.000492388 -0.000383463 -0.00125677 -0.00819797 0.00205165 -0.000526455 0.00596649 -0.000719584 -0.000567797 -0.000424436 0.00808857 0.0127429 -0.000302561 -0.000567435 0.00415139
internal_weight=0 190 154 133 108 42 66 2931 420 386 343 132 211 53 43 2511 2491 158 51 107 2458 71 2387 2367 2336 91 55 2316 2186 130
internal_count=3121 190 154 133 108 42 66 2931 420 386 343 132 211 53 43 2511 2491 158 51 107 2458 71 2387 2367 2336 91 55 2316 2186 130
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=31
num_cat=0
split_feature=1426 15 52 52 3 43 15 13 4 3 12 43 43 12 481 1212 160 15 131 1203 1186 15 0 0 1213 16 151 12 13 2
split_gain=0.135208 0.147117 0.486315 0.695974 0.496047 0.437231 0.424572 0.39152 0.435539 0.482383 0.434464 0.462534 0.660744 0.380507 0.879417 1.14225 0.51918 0.362853 0.453402 0.415113 0.42547 0.451951 1.60095 2.40287 0.663337 0.528637 0.761207 0.671014 0.655096 0.918626
threshold=-0.089244999999999977 0.084510000000000016 -0.23375999999999997 -0.099454999999999974 -0.12711499999999995 -0.53814999999999991 0.095175000000000023 0.0036400000000000004 0.0061450000000000003 -0.013929999999999998 0.093535000000000021 -0.050459999999999998 -0.25681499999999996 0.083785000000000012 -0.08452999999999998 0.040035000000000008 -0.013324999999999998 0.084195000000000006 0.095205000000000026 0.086445000000000008 0.084720000000000004 -0.0079099999999999986 -0.11013499999999998 -0.15350499999999997 -0.0074849999999999995 -0.076669999999999988 -0.08317999999999999 0.084225000000000008 0.095710000000000017 0.10774000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 6 -2 -5 8 13 -10 -9 12 -12 16 15 -15 -6 18 19 20 21 -7 23 -23 -24 27 -27 -26 -28 -30
right_child=1 2 3 4 7 17 -8 10 9 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 24 -25 25 26 28 -29 29 -31
leaf_value=0.0070458322780689716 -0.014255772490540278 0.012177018086249764 -0.01564449158210594 0.022108780315611514 0.022816968911793085 0.00010293835194033657 0.0019773812541230159 -0.012153953717400631 -0.017919595725834372 0.0028336992886449611 -0.0027723610602750828 -0.011223857516112427 0.019398096036165952 0.0018556168509854213 0.0022864824023043832 -0.029240730857210503 0.0015595273839102853 -0.012614795997797046 0.004897621402419703 -0.012990574351580884 0.0091035267379548819 0.0026105941696600481 -0.014915391666617131 -0.043143208930268885 0.022228570426390929 0.015258980695026646 -0.0065259102992764346 0.00075635872239810092 0.022953428039327265 -0.0053227933123707778
leaf_weight=27 23 37 26 20 20 1401 22 48 24 21 41 27 20 27 638 21 27 24 158 27 45 22 33 24 22 23 183 43 20 27
leaf_count=27 23 37 26 20 20 1401 22 48 24 21 41 27 20 27 638 21 27 24 158 27 45 22 33 24 22 23 183 43 20 27
internal_value=0 -6.14859e-05 0.00092251 0.000498461 0.000937495 -0.000544711 0.0115638 0.000449198 0.00131453 -0.00823472 -0.00450102 -0.000326694 0.00449664 0.00190078 0.00130441 -0.011749 0.0106052 -0.00039103 -0.00024637 -0.000680996 -0.00050066 -0.000741032 -0.00371937 -0.021261 -0.00142048 -2.00626e-05 -0.00208669 0.00802388 -0.00382125 0.00670964
internal_weight=0 3094 1019 982 956 2075 42 914 778 45 136 88 61 733 686 48 47 2052 2028 1870 1843 1798 397 46 351 318 253 65 230 47
internal_count=3121 3094 1019 982 956 2075 42 914 778 45 136 88 61 733 686 48 47 2052 2028 1870 1843 1798 397 46 351 318 253 65 230 47
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=31
num_cat=0
split_feature=1185 13 49 1443 1455 1209 48 48 0 46 40 52 2 151 15 2 1 49 130 130 159 52 0 13 133 47 1429 0 11 11
split_gain=0.124322 0.139169 0.287701 0.776452 0.278979 0.285503 0.287706 0.343695 0.58939 0.542554 0.291277 0.730047 0.409013 0.976113 0.54383 0.640099 0.919256 0.489621 0.698633 0.427973 0.422021 0.516885 0.582081 0.560124 0.937214 0.48777 0.500874 1.91196 0.634695 1.13683
threshold=0.089620000000000019 -0.066634999999999986 -0.23803499999999997 0.086900000000000019 0.11653000000000001 -0.085894999999999985 0.14505500000000002 0.10911000000000001 -0.14051499999999997 0.081930000000000017 0.0046150000000000002 -0.080979999999999983 0.12595500000000001 0.079100000000000018 -0.11033999999999998 0.092875000000000013 0.099660000000000012 0.097940000000000013 0.099750000000000019 -1.0000000180025095e-35 -0.11624 0.10024500000000001 0.16094000000000003 0.095120000000000024 -0.020859999999999997 0.11518500000000002 0.084770000000000012 -0.014954999999999998 0.086080000000000018 0.076160000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 9 -9 10 12 -12 13 14 15 -7 -17 20 -19 -14 -16 22 25 24 -23 26 28 -28 29 -22
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11 11 -13 19 -15 17 16 -18 18 -20 -21 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00063029732511880529 0.0055391551513457671 0.0095204007984311494 -0.010139132825036845 -0.020468400164972991 -0.011820429800586268 0.00025341439560600898 -0.011910342460586913 0.019004925318062305 -0.0013508771179300367 -0.016384381392881984 0.0059106750134378678 -0.019958419119939209 -0.0066018029674887657 -0.021287443251772363 0.0096502190481779909 0.026485482871468215 0.00084469184555389259 -0.0030603556435160116 -0.024395075151696803 0.009861774077638984 0.00082963310079003406 -0.00096592554732018881 0.016590208072392715 0.0068820127053186297 -0.024297051047059624 -0.015313671032587687 -0.032956890158710027 0.0048214297920994055 -0.010254086732712327 0.024432034262766442
leaf_weight=1473 40 27 30 20 22 82 21 25 33 21 20 24 20 22 42 29 27 66 20 75 723 36 21 20 33 21 21 37 49 21
leaf_count=1473 40 27 30 20 22 82 21 25 33 21 20 24 20 22 42 29 27 66 20 75 723 36 21 20 33 21 21 37 49 21
internal_value=0 -7.19137e-05 -0.00071517 -0.000889972 -0.000639127 -0.00047929 -0.000287246 -0.00012321 0.00742318 -0.000429287 -0.000191489 -0.00819974 6.66521e-05 -0.000406785 -3.86965e-05 0.00588164 0.014123 -0.000774738 -0.00802192 0.00639576 -0.000166088 -0.00058593 0.000138357 -0.00785321 -0.0121243 -0.000257846 0.000113684 -0.00885693 0.000769795 0.00149583
internal_weight=0 3081 1608 1581 1561 1539 1509 1488 58 1430 1409 44 1365 1270 1248 138 56 1110 86 95 1024 982 893 89 69 872 851 58 793 744
internal_count=3121 3081 1608 1581 1561 1539 1509 1488 58 1430 1409 44 1365 1270 1248 138 56 1110 86 95 1024 982 893 89 69 872 851 58 793 744
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=31
num_cat=0
split_feature=40 12 121 0 12 16 52 11 8 13 13 2 16 47 1452 403 51 43 159 133 403 1213 40 4 454 12 402 0 4 133
split_gain=0.126536 0.291016 0.195841 0.189783 0.299711 0.338737 0.472469 0.213258 0.542931 0.243494 1.97507 0.545231 0.38822 0.250111 0.319021 0.271458 0.851724 0.451112 0.500458 0.485367 0.600316 0.503591 0.36307 0.355695 0.345462 0.31947 0.315542 1.22413 1.53171 1.19875
threshold=-0.23755499999999996 0.14786000000000002 -0.078059999999999977 0.18019500000000002 -0.12529499999999996 -0.45661999999999997 -0.061194999999999992 0.10458500000000001 0.089885000000000007 -0.39067499999999994 -0.17933499999999997 0.10855000000000002 -0.083134999999999987 0.13975500000000002 0.11815000000000002 0.03138500000000001 0.090050000000000005 -0.09225499999999999 0.088450000000000015 -0.45516499999999999 0.085855000000000015 -0.058539999999999995 0.0064400000000000004 -0.083644999999999983 0.088225000000000012 0.084405000000000022 0.095250000000000015 -0.086409999999999987 -0.080094999999999986 -0.040449999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 9 11 -11 -6 -13 14 15 22 17 23 19 -19 21 -21 24 -17 26 -22 -12 -28 -29 -30
right_child=1 -3 3 -5 7 6 -8 -9 -10 10 13 12 -14 -15 -16 16 -18 18 -20 20 25 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.006255950327613391 0.0094239111174829315 -0.010810230873525143 -0.0021000814765240209 -0.00782949987558588 0.018740686029195788 -0.00040201163342730569 0.018759614685850759 0.0099049880213680722 -0.015858496776358647 -0.031561044342815876 0.000107758630145129 -0.0072451788058970129 0.008589131124705697 0.0095547295175492774 -0.012700784087646752 0.016859232769771058 -0.021741214847530832 0.0081143007885354276 0.01099581201358334 -0.0057934620803941723 0.0070870069637894639 -0.027189962523566053 -0.010781279924036616 -0.00027023384830466023 0.011939597151313838 -0.0052340489515467527 -0.0090905488701537255 0.037097678541904315 0.01991316098508171 -0.013489176298580355
leaf_weight=32 22 25 33 31 22 22 31 21 22 20 2255 32 30 27 20 22 22 27 23 22 25 22 29 27 26 133 35 20 22 21
leaf_count=32 22 25 33 31 22 22 31 21 22 20 2255 32 30 27 20 22 22 27 23 22 25 22 29 27 26 133 35 20 22 21
internal_value=0 -6.48075e-05 2.28673e-05 -4.51218e-05 3.50229e-05 0.0058535 0.0108057 -0.00013605 -0.000208661 -8.91968e-05 -0.000248459 0.00521575 0.000416584 -2.30264e-05 -0.000117028 -2.48735e-05 -0.00274706 -0.00135878 -0.00306587 -0.00447818 -0.00616133 -0.0164917 0.00034027 0.00742055 0.000475841 -0.00328451 0.00034917 0.00590409 0.0142345 0.00360039
internal_weight=0 3089 3064 3042 3011 86 53 2925 2904 2882 2798 84 62 2778 2751 2731 323 301 252 229 202 44 2408 49 2379 158 2353 98 63 43
internal_count=3121 3089 3064 3042 3011 86 53 2925 2904 2882 2798 84 62 2778 2751 2731 323 301 252 229 202 44 2408 49 2379 158 2353 98 63 43
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=31
num_cat=0
split_feature=8 42 0 42 160 9 133 1208 1210 133 133 42 42 16 52 52 1 1 52 42 133 133 15 52 403 42 43 1212 42 402
split_gain=0.135426 0.15271 0.683441 0.570372 0.351999 0.304155 0.284498 0.49278 1.03232 0.489313 0.384576 0.489037 0.928396 0.376222 0.61612 0.306943 0.28567 0.588873 0.456389 0.641262 0.608805 0.385732 0.416092 0.423321 0.281663 0.280369 0.783647 0.330733 0.966763 0.560757
threshold=0.099635000000000015 0.094365000000000018 0.18019500000000002 0.092395000000000019 -0.0071899999999999993 -0.090659999999999977 0.10891500000000001 0.099975000000000008 -0.078184999999999991 0.41068500000000002 0.017095000000000003 0.09796500000000001 0.10369500000000002 0.042200000000000008 0.092650000000000024 0.11639500000000001 0.13707500000000003 0.12337000000000002 -0.160465 0.11066000000000001 -0.11008499999999999 -0.032969999999999992 0.081070000000000017 0.5116750000000001 -0.072624999999999981 0.090470000000000009 -0.011694999999999999 -0.040879999999999993 0.087550000000000017 0.11086000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 10 8 -8 -9 16 -12 -13 14 24 -16 17 18 -3 21 -21 -20 -23 -24 -10 27 -27 28 -7 -29
right_child=-2 6 -4 4 -6 25 7 9 13 -11 11 12 -14 -15 15 -17 -18 -19 19 20 -22 22 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.012333713732659818 0.0080034110872518448 0.012039111157258352 -0.01717660203576088 0.00011800647402803104 -0.013533094366464547 0.00098470085893526799 -0.025131479799747471 0.019101848160581931 0.01824666038540142 -0.0024854633424963271 -0.0024242255281513702 0.029772320389747621 0.004187782956413119 -0.010059950745531492 -0.015217875290129865 -8.1142259610665813e-05 -0.0090892152395099408 0.017198842321522533 0.0091801237875633705 -0.00082064668607452647 -0.024676470672711733 0.0051572830075534383 -0.018576722164553677 0.0015249986737035214 0.0038158905277286023 0.0084829298727377087 -0.010383865563198924 -0.00037908367179451146 0.02477568508977129 -0.011914467226800531
leaf_weight=20 21 30 24 30 51 117 20 21 21 21 26 23 37 35 21 37 24 24 49 23 20 41 22 20 38 103 28 2111 20 43
leaf_count=20 21 30 24 30 51 117 20 21 21 21 26 23 37 35 21 37 24 24 49 23 20 41 22 20 38 103 28 2111 20 43
internal_value=0 -5.42167e-05 -0.000381257 -0.000221492 -0.00847713 5.23439e-05 0.00145206 -0.0014027 -0.00377396 0.00830819 0.00325418 0.00903118 0.0139952 -0.000963765 0.00175732 -0.00556168 0.00129046 0.00237829 0.000643199 -0.00131039 -0.0119164 0.0021446 -0.00200891 -0.00900447 0.00895227 -4.90712e-05 0.00445033 -0.000306348 0.00445784 -0.000609363
internal_weight=0 3100 2547 2523 81 2442 553 214 172 42 339 86 60 152 117 58 253 229 205 175 43 132 83 42 59 2422 131 2291 137 2154
internal_count=3121 3100 2547 2523 81 2442 553 214 172 42 339 86 60 152 117 58 253 229 205 175 43 132 83 42 59 2422 131 2291 137 2154
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=31
num_cat=0
split_feature=1206 1212 1211 1211 42 1211 1212 1211 1212 1212 484 43 13 1452 129 13 42 130 16 1186 393 403 11 43 43 34 0 4 16 43
split_gain=0.134167 0.132588 0.195314 0.274398 0.646751 0.422656 0.310867 0.287915 0.204261 0.171758 0.504143 0.451642 0.554705 0.420882 0.202943 0.466341 0.62048 0.309992 0.20618 0.207392 0.402011 0.927923 0.298821 0.356671 0.247905 0.496745 0.398578 0.532569 0.467345 0.398498
threshold=1.0000000180025095e-35 0.14338500000000001 0.11864500000000001 0.094920000000000018 -0.021469999999999996 0.11013500000000002 0.10909000000000001 0.088800000000000004 0.10167000000000001 0.087685000000000013 1.0000000180025095e-35 -0.0061399999999999988 -0.0090849999999999976 -0.079694999999999988 0.097955000000000014 -0.0065549999999999992 -0.085874999999999993 0.13213000000000003 0.64105000000000001 0.088465000000000016 0.10358500000000001 -0.084964999999999985 0.10553000000000001 -0.52440999999999993 -0.082389999999999977 -0.085739999999999983 -0.10607499999999999 -0.0029599999999999995 -0.48836499999999994 -0.082144999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 8 9 13 11 12 -11 -1 17 -16 -17 18 19 20 22 -22 23 -15 25 -25 27 -27 -29 -26
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 10 -12 -13 -14 14 15 16 -18 -19 -20 -21 21 -23 -24 24 29 26 -28 28 -30 -31
leaf_value=0.013844493626278232 0.0081641712039709092 0.0065631164905304712 -0.0077690781954901688 0.018284565809665733 0.0077826166110437208 -0.012094286247156562 -0.012303831952435541 -0.011761011484832991 0.0093767624834309449 0.013476144308374533 -0.01677745546718749 -0.012700159908060664 -0.0052930364625353834 -0.012831567185507578 0.015063899361171182 0.0074562359523649025 -0.014172969091062746 -0.012296987041121438 -0.0076160766313680354 -0.0072345905307417691 -0.0033621411342173815 0.025536491055972877 0.011550769480791959 -0.01229382648319006 -0.014041539866329087 0.004051253604702652 0.0029776865031615743 -0.00041343497112393383 -0.020922219760715965 -0.00049978184882560088
leaf_weight=22 20 30 33 27 23 20 21 21 23 31 24 22 32 22 29 36 21 21 36 39 25 20 22 25 22 40 593 20 25 1776
leaf_count=22 20 30 33 27 23 20 21 21 23 31 24 22 32 22 29 36 21 21 36 39 25 20 22 25 22 40 593 20 25 1776
internal_value=0 -5.26551e-05 -0.000117283 -3.41663e-05 0.00615425 -0.00146245 -0.00018012 -9.37274e-05 -9.99089e-06 -8.43606e-05 -0.00397871 -0.000364944 0.00394259 6.75663e-05 -4.17744e-05 0.00474006 -0.000512419 -0.000194879 -9.95149e-05 3.41257e-06 0.000112402 0.0094817 -5.32635e-05 -0.000154448 -4.2934e-05 0.00154929 0.00205973 -0.0043444 -0.0118072 -0.000665476
internal_weight=0 3101 3071 3038 70 43 2968 2947 2926 2903 109 85 63 2794 2772 86 57 2686 2665 2629 2590 45 2545 2523 2501 703 678 85 45 1798
internal_count=3121 3101 3071 3038 70 43 2968 2947 2926 2903 109 85 63 2794 2772 86 57 2686 2665 2629 2590 45 2545 2523 2501 703 678 85 45 1798
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=31
num_cat=0
split_feature=480 159 15 484 484 15 133 133 3 3 402 1212 15 1447 1 15 400 43 15 2 50 159 160 16 15 12 43 16 15 401
split_gain=0.127837 0.173791 0.168404 0.469147 0.449676 0.378181 0.495726 0.492964 0.473234 1.16169 0.734154 1.00375 0.627103 0.55695 0.509061 0.628097 0.364002 0.565387 0.354812 0.335564 0.349474 0.397687 0.314468 0.31218 0.308788 0.434901 0.44646 0.590001 0.269554 0.264657
threshold=-0.10980999999999999 0.14765500000000001 0.085935000000000025 0.11650000000000001 0.079595000000000013 0.087065000000000017 -0.0097699999999999992 0.11224500000000003 -0.080634999999999984 -0.081234999999999988 0.11353000000000001 0.11387000000000001 0.089165000000000008 -0.084334999999999979 0.091785000000000019 0.101845 -0.054869999999999995 0.062770000000000006 0.091915000000000011 0.087195000000000009 0.098445000000000019 -1.0000000180025095e-35 -0.081639999999999976 -0.081299999999999983 0.090455000000000021 0.087005000000000013 -0.015774999999999994 -0.084939999999999988 0.088345000000000021 -0.078179999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 29 4 5 6 -4 -8 9 10 11 13 -10 -7 15 18 -14 19 24 20 21 -18 -21 -19 25 -15 28 -28 -27 -2
right_child=1 -3 3 -5 -6 8 7 -9 12 -11 -12 -13 16 14 -16 -17 17 23 -20 22 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0075959288261153489 0.010971041200682522 0.0078965921229350242 -0.0013069550768705085 -0.012060845077324373 0.014274470895502923 0.013515596102923156 0.026001887307280588 0.0040650084055960179 0.020263333283364774 -0.02431303470564837 0.012311126788457236 -0.023913798118010164 0.014487900591286068 0.010682257020380349 0.0093428019201383002 -0.016317710764569178 0.0034900956982446296 -0.00094502039582413798 0.0063148223646831789 0.010178459961941742 -0.00069681639345644999 0.018844868809085442 -0.0016815313424628515 -0.015203717274458281 -0.01336542677932552 -0.0069050195757881742 -0.0015053133741021157 -0.024241925055338516 0.0068547014719141375 -0.00058479276984587975
leaf_weight=22 20 28 32 26 27 25 21 20 20 22 39 20 22 23 34 34 31 34 44 27 33 37 130 28 28 24 25 21 35 2189
leaf_count=22 20 28 32 26 27 25 21 20 20 22 39 20 22 23 34 34 31 34 44 27 33 37 130 28 28 24 25 21 35 2189
internal_value=0 5.3924e-05 -1.75819e-05 0.00116786 0.00157928 0.00115558 0.00802078 0.015301 0.000474661 -0.00202003 -0.000626722 -0.00223879 0.00305205 -0.000759263 -0.00209087 -0.00375218 0.00204555 0.00119013 -0.00161604 0.00325069 0.00774711 0.0118449 0.000358085 -0.00738443 -0.00385294 -0.00177209 -0.00450018 -0.0118851 0.00125753 -0.000480168
internal_weight=0 3099 3071 862 836 809 73 41 736 374 352 313 362 293 268 234 342 320 200 258 101 68 157 62 156 128 105 46 59 2209
internal_count=3121 3099 3071 862 836 809 73 41 736 374 352 313 362 293 268 234 342 320 200 258 101 68 157 62 156 128 105 46 59 2209
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=31
num_cat=0
split_feature=1212 1212 15 13 1212 402 402 1203 133 399 400 1201 1177 42 3 15 42 52 3 52 42 3 133 42 0 3 0 15 402 0
split_gain=0.141262 0.283766 0.211958 0.226512 0.175229 0.148764 0.321546 0.162565 0.188479 0.28413 0.24542 0.197139 0.196033 0.205996 0.546113 0.916211 0.601849 0.816259 0.533721 0.533348 0.529989 1.12491 0.499769 0.460643 0.725268 0.455036 0.391782 0.379728 0.615959 0.4155
threshold=0.11930500000000001 0.11006000000000002 0.089740000000000014 -0.067149999999999987 0.10167000000000001 0.2506000000000001 0.13685500000000003 0.10250500000000001 -0.54084999999999994 0.099080000000000015 1.0000000180025095e-35 -0.024474999999999997 -0.074249999999999997 0.087665000000000007 -0.088084999999999983 0.040760000000000005 0.088575000000000015 -0.0015799999999999998 -0.084964999999999985 0.17829500000000004 0.086555000000000007 -0.085854999999999987 0.085355000000000014 0.085730000000000015 -0.086234999999999992 -0.15327499999999997 0.18019500000000002 -0.016799999999999995 0.090595000000000023 -0.17169499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 6 7 8 -1 10 11 -10 -13 20 15 22 17 -16 -18 -19 23 -22 25 26 -25 -15 27 28 -14 -29
right_child=2 -3 3 -5 -6 -7 -8 -9 9 -11 -12 12 13 14 16 -17 18 19 -20 -21 21 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0077103795784135027 0.012804987095296384 -0.010508644165775669 0.005846393121672528 -0.0074942832300439483 0.0067310807331906336 -0.0074918063081524993 0.012294819290261895 -0.007211987907066942 0.0093095096547833895 -0.0094992371696207556 0.0089733909101535874 0.0066696638193140499 0.0015576589813868366 -0.015204521011383761 -0.0043713445169851189 0.022388602048158648 -0.015882931908835534 0.026274848528779472 -0.00040071605703307126 0.0045537104457616809 -0.024937665628801502 -0.0017582770790455931 0.012246270818333517 0.015127716621177066 -0.0056036210075641676 0.0035175951581229181 -0.013778022010608213 0.007799201123416425 -0.011025190255718261 -0.0026494729602021911
leaf_weight=31 21 26 35 20 38 27 21 32 22 32 30 41 761 21 30 30 23 26 698 20 28 83 31 45 27 34 23 40 41 784
leaf_count=31 21 26 35 20 38 27 21 32 22 32 30 41 761 21 30 30 23 26 698 20 28 83 31 45 27 34 23 40 41 784
internal_value=0 -0.000106287 0.00425846 0.000995238 -1.67003e-05 -0.000102717 -3.51795e-05 -0.000123461 -4.52699e-05 -0.000129042 -2.33876e-05 -0.000119507 -0.000193964 -0.000296481 0.000930634 0.00734134 -2.4182e-06 0.00846158 -0.000894601 0.0168309 -0.000908029 -0.00760533 0.0020923 -0.000476071 0.00735347 -0.00363085 -0.000817931 -0.000634608 0.000914396 -0.00214226
internal_weight=0 3045 76 55 3019 2981 2954 2933 2901 2870 2838 2808 2786 2745 913 116 797 76 721 46 1832 111 86 1721 72 55 1649 1626 802 824
internal_count=3121 3045 76 55 3019 2981 2954 2933 2901 2870 2838 2808 2786 2745 913 116 797 76 721 46 1832 111 86 1721 72 55 1649 1626 802 824
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=31
num_cat=0
split_feature=1426 1419 157 1455 160 1443 1420 471 156 155 155 51 156 484 156 157 157 13 475 43 160 51 12 9 1209 4 399 133 400 2
split_gain=0.130761 0.141424 0.293857 0.19146 0.34138 0.2553 0.159417 0.190616 0.20127 0.318336 0.196812 0.35099 0.204361 0.734953 0.590771 0.525618 0.860263 0.470865 0.354089 0.296491 0.28105 0.223595 0.218259 0.373669 0.394175 0.36603 0.690052 0.38592 0.37359 0.36308
threshold=-0.089244999999999977 0.091465000000000005 -0.063304999999999986 -0.23681499999999997 -0.55323499999999981 0.091740000000000016 -0.083279999999999979 -0.04945999999999999 0.14283000000000004 0.11332500000000002 0.093115000000000017 -0.16666999999999996 0.085835000000000009 -0.017214999999999998 0.087045000000000011 -0.082009999999999986 -0.083039999999999989 -0.085154999999999995 -0.080769999999999995 -0.0084099999999999991 -0.087429999999999994 -0.070629999999999984 0.09141500000000001 0.092890000000000014 -0.077874999999999986 -0.068329999999999988 0.088080000000000006 -0.062749999999999986 0.10645500000000001 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 -8 9 10 12 -12 22 -14 -15 16 17 -16 -17 -20 -19 -21 -9 24 -24 26 27 -26 -27 -29
right_child=1 2 -4 4 5 -7 7 8 -10 -11 11 -13 13 14 15 18 -18 20 19 21 -22 -23 23 -25 25 28 -28 29 -30 -31
leaf_value=0.0069290013638911426 0.0070807846361084989 0.0034322261715053837 -0.01189426219548452 -0.0096082773135119197 -0.0065494575128714379 0.010328904223085071 0.0097850967012345792 -0.00088437272662349729 -0.0095395876941355793 0.0099800219933968044 0.00058728954480851401 -0.015407596978247571 0.016642409040959497 0.015347873390186579 -0.013934465049004014 0.013263971435039171 -0.024911967208608984 -0.0037928949058469805 0.0083325283488992485 -0.0086257247461213014 0.010635736346658735 0.0028626698825974018 -0.010686562630759839 -0.012406713231466712 0.011152616562321783 0.000689177671399309 0.02118683886592803 0.0038129872900859126 -0.013270180537365379 -0.0051596736627035457
leaf_weight=27 38 22 29 37 37 24 20 1657 22 32 34 23 33 25 22 28 20 27 33 36 27 32 26 20 50 463 23 173 20 61
leaf_count=27 38 22 29 37 37 24 20 1657 22 32 34 23 33 25 22 28 20 27 33 36 27 32 26 20 50 463 23 173 20 61
internal_value=0 -6.04664e-05 -0.00528284 2.70593e-05 -6.21392e-05 5.68659e-05 -2.68735e-05 5.61453e-05 -1.12531e-05 6.19139e-05 -5.01156e-05 -0.00586679 6.9319e-05 0.0026159 0.0007644 -0.000855986 -0.00645876 -0.00160265 0.00331352 0.000554978 0.00342142 -0.00321942 -0.000219763 0.00109753 0.00142852 0.00182724 0.00452715 0.00317795 0.00011115 0.00147396
internal_weight=0 3094 51 3043 3005 2968 2944 2907 2887 2865 2833 57 2776 283 250 225 96 76 129 101 54 68 2493 836 816 790 307 284 483 234
internal_count=3121 3094 51 3043 3005 2968 2944 2907 2887 2865 2833 57 2776 283 250 225 96 76 129 101 54 68 2493 836 816 790 307 284 483 234
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=31
num_cat=0
split_feature=8 11 2 8 123 9 12 31 4 40 13 40 15 132 14 16 51 2 0 15 15 470 15 1452 47 42 47 3 3 13
split_gain=0.130818 0.129836 0.926241 0.30461 0.208487 0.203016 0.284513 0.248635 0.267739 0.246682 0.365969 0.260902 0.281487 0.417017 0.388972 0.910128 0.435074 0.357111 0.697521 0.487372 0.43231 0.272764 0.269131 0.227702 0.250384 0.362619 0.347495 0.327 0.792599 0.665149
threshold=0.099635000000000015 0.097680000000000017 0.11067500000000001 0.08573500000000002 -0.088149999999999992 0.08925000000000001 0.22926500000000002 -0.086279999999999982 -0.58204499999999992 -0.087679999999999994 -0.010384999999999998 -0.082294999999999993 -0.30407999999999996 0.095345000000000013 -0.36617499999999997 -0.42170999999999997 -0.065634999999999985 0.14019000000000004 -0.026509999999999995 -0.03241999999999999 -0.084564999999999987 0.079700000000000007 -0.091604999999999978 0.11815000000000002 0.11069000000000002 0.094165000000000013 0.12431000000000002 0.12178000000000001 0.20828500000000003 -0.16152999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -6 -9 10 -10 22 13 14 16 -16 -13 21 19 20 -19 23 -11 24 27 26 -26 29 -29 -14
right_child=-2 2 -4 -5 5 -7 -8 8 9 11 -12 12 17 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0097560983066531746 0.0078660650444882258 -0.017271321226975746 0.009812143007698268 0.011495153168621271 0.010844260099388305 -0.0091461639928941928 0.011167188393680947 -0.011326549503774871 0.0019298844216834932 0.015237246307989824 -0.016526029711927882 -0.0037865331396460533 -0.015700786947630919 -0.016969090065156872 0.00073021831589617904 -0.025188130652531983 0.013108592880544841 0.0083795144627599617 -0.0054838614538311962 -0.00079588173190131789 0.027987295897169546 -0.011631028028205037 9.9492973337570836e-05 -0.010277380075837885 -0.013930140073749831 0.0042831918418717889 -0.0014322470708025828 0.020972754319126791 -0.0011444608431829268 0.00038321066189360735
leaf_weight=22 21 28 23 23 21 24 23 21 21 23 22 35 26 22 42 20 27 23 34 20 22 20 24 21 44 36 45 26 43 2319
leaf_count=22 21 28 23 23 21 24 23 21 21 23 22 35 26 22 42 20 27 23 34 20 22 20 24 21 44 36 45 26 43 2319
internal_value=0 -5.32862e-05 -0.00505721 3.04134e-05 -5.67277e-05 1.43063e-05 8.80819e-05 1.90687e-06 -7.5644e-05 5.40882e-06 -0.00751268 0.000117971 -4.96733e-06 -0.00428089 -0.00202976 -0.00763054 0.00357102 0.000228062 0.00612202 0.0121928 0.0179655 1.89804e-06 0.00750733 9.27803e-05 0.000178552 -0.00418546 -0.00761098 0.000404526 0.00718956 0.000204881
internal_weight=0 3100 51 3049 3026 3004 2980 2957 2936 2915 43 2872 2825 146 124 62 62 2679 99 65 45 2580 47 2560 2539 125 89 2414 69 2345
internal_count=3121 3100 51 3049 3026 3004 2980 2957 2936 2915 43 2872 2825 146 124 62 62 2679 99 65 45 2580 47 2560 2539 125 89 2414 69 2345
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=31
num_cat=0
split_feature=49 0 151 1 402 10 49 15 0 457 49 1373 1374 16 457 2 160 42 0 1 49 1426 0 50 133 448 376 120 13 0
split_gain=0.122408 0.544059 0.463063 0.451054 0.416707 0.443206 0.350013 0.587749 1.06521 0.535848 0.390705 0.426896 0.71465 0.409065 0.390011 0.33001 0.386406 0.345478 0.323961 0.814702 0.31865 0.287185 0.264668 0.316836 0.322176 0.407262 0.256966 0.320731 0.283451 0.787176
threshold=-0.070909999999999987 0.051010000000000007 0.084350000000000008 0.07863500000000001 0.085720000000000018 -1.0000000180025095e-35 -0.008964999999999999 -0.083359999999999976 -0.14920999999999998 0.11612500000000002 -0.0069299999999999995 0.08789000000000001 0.086000000000000007 -0.011989999999999999 0.10487 0.086100000000000024 0.096485000000000015 0.083235000000000017 -0.17169499999999996 0.098420000000000021 0.11560500000000001 -0.085619999999999988 -0.036484999999999997 0.11219500000000002 0.087625000000000022 -0.069874999999999979 0.087615000000000012 0.084740000000000024 -0.41572999999999993 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 8 -2 22 13 12 14 -8 18 17 -17 -7 19 -12 -21 -20 23 24 25 -9 27 28 29 -23
right_child=6 -3 3 -5 -6 15 10 9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 21 20 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0083766923955408863 -0.029893059859221634 -0.013245050228116187 0.0025649595716647038 0.020525831867147376 -0.012347800113881629 0.020707280154932631 0.020058953345287595 0.00067155559081584222 -0.0024980270746164028 0.01406183708459139 0.019754247052257819 -0.013578108096819209 0.018935453714802861 0.00029861686581915078 -0.013613739509933762 0.004495708497545433 -0.0093902698755264288 0.0036804975941777231 0.010970987944418323 0.0055860974552000278 -0.0092860434703761711 0.019167864543420298 0.0068413137147823981 0.0068507369962476561 0.0051748000257794049 -0.012916319807466698 0.0066935913610415392 -0.013023540899739601 -0.00048965964084238852 -0.0037028355660903103
leaf_weight=32 22 22 29 27 21 22 20 32 40 21 29 23 20 22 21 101 25 26 23 34 25 27 24 21 20 71 52 20 2215 34
leaf_count=32 22 22 29 27 21 22 20 32 40 21 29 23 20 22 21 101 25 26 23 34 25 27 24 21 20 71 52 20 2215 34
internal_value=0 0.00190293 0.00308052 0.0112247 0.00107139 0.00243936 -0.000206106 -0.00377006 -0.0122188 -0.000998504 0.000142647 -1.65906e-05 0.000108175 0.0097083 -4.36575e-05 0.00442852 0.00174055 0.0114844 7.22318e-05 0.00603011 -0.000715657 -0.000148896 -0.00288105 -0.00450144 -0.00643962 -0.00869484 -0.000257821 -0.000415257 -0.000304464 0.00642026
internal_weight=0 305 283 56 227 206 2816 251 62 189 2565 2523 2500 42 2480 174 126 48 2459 88 59 2371 168 144 123 103 2348 2296 2276 61
internal_count=3121 305 283 56 227 206 2816 251 62 189 2565 2523 2500 42 2480 174 126 48 2459 88 59 2371 168 144 123 103 2348 2296 2276 61
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=31
num_cat=0
split_feature=471 1429 1429 1425 156 0 475 157 0 48 48 51 15 9 0 48 1 133 475 130 160 42 16 3 3 1 43 2 2 43
split_gain=0.124866 0.207629 0.230002 0.141465 0.226305 0.339866 0.339628 0.329781 0.211241 0.632273 1.39138 0.877748 1.39228 0.875288 0.791929 0.71046 0.654366 0.532901 0.43802 0.391145 0.495587 0.6486 0.374977 0.710148 0.351433 0.277222 0.228851 0.220267 1.17922 0.585329
threshold=0.10693500000000002 -0.23587499999999997 -0.13895999999999997 0.10129000000000002 0.11582500000000001 -0.072894999999999988 -0.24039999999999997 -0.071119999999999989 -0.060129999999999996 0.092475000000000016 0.10096000000000001 0.084305000000000019 0.024640000000000006 -1.0000000180025095e-35 -0.055064999999999996 0.13438000000000003 0.14804000000000003 0.061605000000000007 -0.084964999999999985 -0.072444999999999982 -0.079009999999999983 0.10194000000000002 0.31475000000000003 -0.080884999999999985 -0.071799999999999989 0.097525000000000014 -0.52440999999999993 0.099185000000000009 0.10222000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 -6 -7 -8 26 11 -11 13 -13 -10 -15 -12 17 18 -16 -20 -21 22 23 25 -19 -22 -4 -28 29 -29
right_child=-2 2 3 -5 5 6 7 -9 9 10 15 12 -14 14 16 -17 -18 24 19 20 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0093171759780185919 0.0076850521067778274 0.010208397739651529 0.0087616931301571672 -0.0082324841015395667 -0.0065996116213500504 -0.0025135759530322895 0.0057297798483793086 0.022184454933518456 -0.019394980118210829 -0.033173118624836205 0.0093681388713706005 -0.0013532550033072341 0.031395557061547327 -0.018454405995241056 0.0080880949007613324 -0.015361772878428125 0.017446159376274972 0.01403533433084235 0.0077886561211198569 0.0040296578736160882 -0.018681817143012518 0.0048341448743788838 -0.0051268987770059287 -0.033095164251114639 0.00038374602392485198 -0.0028066863644529475 -0.0003980047471700727 0.024737907753836726 0.00028508159150834178 0.00459828249834202
leaf_weight=24 21 22 31 21 20 21 29 21 28 20 26 34 21 24 28 21 21 33 20 32 22 24 35 21 44 22 1886 31 491 27
leaf_count=24 21 22 31 21 20 21 29 21 28 20 26 34 21 24 28 21 21 33 20 32 22 24 35 21 44 22 1886 31 491 27
internal_value=0 -5.206e-05 2.02296e-05 -5.31626e-05 3.46969e-06 0.00491494 0.00815848 0.0126407 -0.000148449 -0.00207713 -0.0110819 -0.000602024 0.0111508 -0.00242803 -0.000970749 -0.0016814 0.000418681 -0.000853836 -0.00352931 -0.00537753 -0.0070655 -0.00992877 -0.0134719 -0.0179653 0.00623443 -0.0107443 0.000223836 0.00011514 0.00187797 0.0153626
internal_weight=0 3100 3076 3054 3033 91 71 50 2942 476 67 409 55 354 326 47 302 281 204 176 156 124 100 65 77 44 2466 2435 549 58
internal_count=3121 3100 3076 3054 3033 91 71 50 2942 476 67 409 55 354 326 47 302 281 204 176 156 124 100 65 77 44 2466 2435 549 58
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=31
num_cat=0
split_feature=40 12 121 448 97 448 14 14 14 40 13 40 160 12 2 52 12 2 42 43 12 43 0 2 16 13 52 9 13 16
split_gain=0.133355 0.246999 0.171238 0.161175 0.20686 0.20832 0.209973 0.348986 0.283138 0.261186 0.763892 0.411232 0.228572 0.258199 0.39281 0.778557 1.00712 0.487741 0.489916 0.308176 0.461533 0.426366 1.01156 0.494562 0.538933 0.438557 0.908526 0.458612 0.567806 0.458434
threshold=-0.23755499999999996 0.14786000000000002 -0.078059999999999977 -0.08705499999999998 -0.086244999999999988 -0.08088999999999999 0.10189000000000002 0.086645000000000014 0.078235000000000013 -0.08440499999999998 -0.0082249999999999979 -0.082294999999999993 0.51752500000000012 0.110195 0.10381000000000001 0.024145000000000003 0.11734000000000001 0.11474000000000002 0.095565000000000011 0.28064000000000006 0.098150000000000015 0.08845500000000002 -0.11173999999999999 0.11411 -0.39185999999999993 -0.17933499999999997 0.084735000000000019 -0.085474999999999982 -0.097224999999999992 -0.40995499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 8 9 10 -7 -11 13 19 15 16 -15 -16 -19 21 -21 25 -23 24 -24 26 29 -27 -29 -13
right_child=1 -3 3 4 5 6 -8 -9 -10 11 -12 12 -14 14 17 -17 -18 18 -20 20 -22 22 23 -25 -26 27 -28 28 -30 -31
leaf_value=0.0064223229637718759 0.0088049394755878238 -0.0099660223517566929 -0.0067007208863894153 0.0089113861823884345 0.0088648573244706954 0.001208811891930444 -0.010337140944902786 0.0127890161637749 -0.0084000264180869588 0.012169254592819406 -0.022536194995045663 -0.014948980980552735 0.0083922941237688075 -0.01427344211437942 -0.013091802265262232 0.021480848377880953 0.014202651871299302 0.01515069383641948 -0.0038615745760387545 -0.0013709068948508435 -0.018085789633914828 0.025328985158176651 -0.010286432150751354 -0.011281968870510658 0.0078615179011184318 -0.014909619013113634 -0.024389089669262912 0.008003219793733609 -0.00037752959155511428 0.0025330788160984716
leaf_weight=32 22 25 36 26 26 42 20 21 41 28 20 20 32 23 24 30 27 23 33 53 24 21 20 24 90 21 23 84 2150 60
leaf_count=32 22 25 36 26 26 42 20 21 41 28 20 20 32 23 24 30 27 23 33 53 24 21 20 24 90 21 23 84 2150 60
internal_value=0 -6.65311e-05 1.42416e-05 -4.93335e-05 3.03238e-05 -4.7162e-05 -0.000125602 -5.59939e-05 -0.000148594 -3.07989e-05 -0.00645087 0.000110854 -1.05103e-05 -0.000108288 0.00379024 0.0087451 0.00110365 -0.00116462 0.00394704 -0.000349124 -0.00658074 -0.000158183 0.00492225 0.00172418 0.00456189 -0.000492139 -0.00687324 -0.000200674 -6.24074e-05 -0.00183744
internal_weight=0 3089 3064 3042 3006 2980 2954 2934 2913 2872 62 2810 2782 2750 160 80 50 80 56 2590 77 2513 155 134 110 2358 103 2255 2234 80
internal_count=3121 3089 3064 3042 3006 2980 2954 2934 2913 2872 62 2810 2782 2750 160 80 50 80 56 2590 77 2513 155 134 110 2358 103 2255 2234 80
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=31
num_cat=0
split_feature=49 11 3 1 16 39 0 150 156 160 4 49 15 0 457 0 457 456 42 148 40 0 50 456 1 1375 15 457 16 16
split_gain=0.119397 0.435419 1.14691 0.360191 0.527474 0.390507 0.30679 0.299585 0.93033 0.546893 0.284522 0.25938 0.478702 0.851228 0.432024 0.38815 0.322951 0.410617 0.716365 0.251485 0.247174 0.227365 0.255259 0.252835 0.396792 0.215251 0.21444 0.21184 0.20578 0.750582
threshold=-0.070909999999999987 0.077415000000000012 -0.094874999999999987 0.10937500000000001 -0.083134999999999987 0.08845500000000002 -0.074229999999999977 0.093200000000000019 0.086945000000000008 0.096485000000000015 -0.011884999999999998 -0.008964999999999999 -0.083359999999999976 -0.14920999999999998 0.11612500000000002 -0.24955499999999997 0.11702000000000001 0.088285000000000016 0.087195000000000009 -0.08670499999999999 -0.082294999999999993 -0.036484999999999997 0.11219500000000002 0.041000000000000002 0.10684 0.084315000000000015 -0.028889999999999996 -0.072694999999999996 -0.0068949999999999992 -0.0083599999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 9 -9 10 -4 12 13 -2 21 -13 17 19 -19 -17 -6 22 23 24 26 27 -14 -21 29 -29
right_child=11 -3 3 4 20 -7 -8 8 -10 -11 -12 15 14 -15 -16 16 -18 18 -20 25 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.019253613527577658 -0.026696014040234414 0.014524214275181295 0.015532861853187736 -0.015410544940580926 -0.0045191171206533914 0.018201017295941712 -0.0065688867981617272 0.028176934216171502 0.00014180392348046961 -0.012284886109687034 0.0019665761258623278 0.011600220575928688 -0.0047163299862640331 -0.0022066457266919316 0.012752535903737658 0.010793979182129815 -0.012691976758651436 0.022964852640316599 -0.0028565847780555489 0.0099166785810320159 0.011202666189055891 0.0065505288386096556 0.0062269530480816258 -0.012114020707312882 -0.013637607227808433 -0.0079820896152939125 0.0073846915125614036 0.00020069077217886954 -0.0015267236550905539 0.018016624287702145
leaf_weight=26 22 25 22 24 20 20 26 20 29 21 52 29 27 40 21 21 20 21 22 21 20 24 21 41 23 35 32 1609 763 24
leaf_count=26 22 25 22 24 20 20 26 20 29 21 52 29 27 40 21 21 20 21 22 21 20 24 21 41 23 35 32 1609 763 24
internal_value=0 0.00187938 0.000750381 0.00279803 -0.00369035 0.00498359 0.0034286 0.0052337 0.0115847 0.00195792 0.0059998 -0.000203555 -0.00327158 -0.0108964 -0.00077031 9.66686e-05 -3.48784e-05 6.57345e-05 0.00975388 -0.000102721 0.00334177 -0.00246067 -0.00396253 -0.0057022 -0.00249629 -0.000196045 0.00184694 -8.32973e-05 -0.000170943 0.000462529
internal_weight=0 305 280 254 64 190 170 144 49 95 74 2816 251 62 189 2565 2536 2516 43 2473 40 168 144 123 82 2452 59 2417 2396 1633
internal_count=3121 305 280 254 64 190 170 144 49 95 74 2816 251 62 189 2565 2536 2516 43 2473 40 168 144 123 82 2452 59 2417 2396 1633
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=31
num_cat=0
split_feature=1206 50 15 1452 475 159 484 51 51 15 51 16 16 159 16 0 0 2 3 52 12 0 150 2 2 13 13 0 10 10
split_gain=0.117175 0.135747 0.379758 0.350662 0.270243 0.459611 0.321377 0.231801 0.533455 0.88518 0.406732 0.320962 0.404696 0.204058 0.20287 0.268003 0.220282 1.13632 0.821305 1.4222 1.96836 0.612468 0.547231 0.584363 0.90076 0.364789 0.71135 0.431523 0.414271 0.873246
threshold=1.0000000180025095e-35 0.11875500000000001 -0.0058549999999999991 0.11769000000000002 -0.082549999999999998 -0.39962499999999995 -1.0000000180025095e-35 0.11794000000000002 0.11144500000000002 -0.086254999999999984 0.10614000000000001 -0.066924999999999985 0.15273500000000004 0.16394500000000004 -0.54656499999999986 -0.15931499999999996 -0.13843999999999998 0.080205000000000012 -0.022174999999999997 -0.090859999999999982 0.087285000000000015 -0.23091999999999999 -0.09547499999999999 0.11263500000000001 0.11728500000000001 -0.15714499999999998 -0.52014499999999986 -0.10474999999999998 -0.092019999999999977 -0.39453499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 -3 -6 -7 8 10 -10 13 -9 -13 14 15 -1 17 -16 19 -19 -21 -20 -23 -24 -25 26 -18 -28 29 -27
right_child=-2 2 -4 -5 5 6 -8 11 9 -11 -12 12 -14 -15 16 -17 25 18 21 20 -22 22 23 24 -26 28 27 -29 -30 -31
leaf_value=0.011955567922268529 0.0076296943100169299 0.0094490896424521582 -0.012241086002220125 0.012411516937224762 0.0042795760866085235 -0.00024589691352697889 -0.014619469597403493 0.014710760168731213 0.0035966176190413536 -0.025799027431224076 0.01299254548115035 -0.0098911551204288305 0.0076684629597834177 -0.010146363298408687 0.019362813869321888 -0.0018629706054925919 -0.0088413780477518845 0.0090617291062422417 -0.0098192404938994768 -0.036488219526568978 -0.0016473398423723638 -0.012679926946847922 0.0098436334780195658 -0.020312123717740178 0.0065828119870275266 0.00350879124649193 0.02234383374452591 0.0058937973127915315 0.00013026657554485781 -0.025062091476866045
leaf_weight=32 20 23 34 23 55 28 35 25 20 21 24 21 35 20 22 25 24 23 56 34 31 21 84 20 33 23 23 52 2214 20
leaf_count=32 20 23 34 23 55 28 35 25 20 21 24 21 35 20 22 25 24 23 56 34 31 21 84 20 33 23 23 52 2214 20
internal_value=0 -4.9208e-05 -0.00275462 0.000112599 -0.000467098 -0.00239991 -0.00823122 1.51563e-05 -0.000136234 -0.0114597 3.07066e-05 0.00528952 0.00108361 -8.21277e-05 -8.58556e-06 0.00589481 -0.000134143 -0.00257891 -0.00417731 -0.0123096 -0.0198718 -0.000833179 0.00235175 0.00465588 -0.00356622 0.000202064 0.00614336 0.0109385 -5.85421e-05 -0.00977999
internal_weight=0 3101 175 2926 141 118 63 2903 2822 41 2781 81 56 2757 2737 57 2680 324 302 88 65 214 158 137 53 2356 99 75 2257 43
internal_count=3121 3101 175 2926 141 118 63 2903 2822 41 2781 81 56 2757 2737 57 2680 324 302 88 65 214 158 137 53 2356 99 75 2257 43
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=31
num_cat=0
split_feature=3 2 2 2 15 152 1 8 1452 14 2 1371 151 151 4 42 1 3 13 3 151 150 43 147 148 159 0 4 4 16
split_gain=0.13525 0.153312 0.340386 0.389536 0.337281 0.262409 0.308295 0.408001 0.245527 0.230521 0.323213 0.406374 0.336274 0.5348 0.682032 0.520652 0.630563 0.267178 0.475301 0.356056 0.292077 0.412242 0.422018 0.364894 0.363542 0.335873 0.278057 1.32246 0.358433 0.464574
threshold=0.63141500000000017 0.14122000000000004 0.13622000000000004 0.12992500000000004 -0.080694999999999989 0.10552500000000002 0.14804000000000003 0.091215000000000004 0.11815000000000002 -0.31455999999999995 0.12358500000000001 0.08976000000000002 0.092070000000000013 0.084350000000000008 -0.58204499999999992 0.090395000000000017 0.088875000000000023 0.12178000000000001 -0.16152999999999998 0.31299000000000005 1.0000000180025095e-35 0.087170000000000011 -0.090299999999999991 0.085835000000000009 -1.0000000180025095e-35 0.10382000000000001 -0.17169499999999996 0.076415000000000025 0.063160000000000008 -0.18708499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 9 -1 11 12 13 14 -11 16 -14 18 -16 -19 21 23 -23 24 -20 -25 27 -26 29 -28
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 10 -12 -13 15 -15 17 -17 -18 19 20 -21 -22 22 -24 25 26 -27 28 -29 -30 -31
leaf_value=0.0079061442658909277 -0.0076400843975336658 0.0030418164466730568 -0.0086435272066054218 0.0002119677776301449 0.017353822706112017 -0.011534976975526662 0.012031239324382374 -0.012848355654627087 -0.010787871852517129 -0.018347559571266176 -0.0091985108919049579 0.014290316565893591 -0.00071580861508846287 0.016462936842581259 -0.012707814413668781 0.005909476250172188 -0.022755923936212508 0.012282129686621087 0.013250546795981272 -0.0021961622614541962 -0.009321033640298992 0.018063451087271625 0.0031501261784823314 -0.014510075546180209 -0.0049761468054432623 0.00068735113868919706 0.012816828322307816 0.025007906028379996 -0.0042030481139581711 6.2901959285159798e-05
leaf_weight=37 23 163 46 22 24 20 21 25 21 20 38 20 25 20 29 23 27 41 21 29 32 22 138 33 38 26 29 24 199 1885
leaf_count=37 23 163 46 22 24 20 21 25 21 20 38 20 25 20 29 23 27 41 21 29 32 22 138 33 38 26 29 24 199 1885
internal_value=0 5.67211e-05 -0.000109061 2.68287e-05 0.00915554 -0.000120875 -4.00097e-05 -0.000130479 -1.59865e-05 6.60924e-05 -4.05945e-05 8.92081e-05 -1.75271e-05 0.000173916 4.6956e-05 -0.0066185 -0.0121597 0.000191453 1.9209e-05 0.00628398 0.00017004 0.000295802 0.00520071 -5.22182e-05 0.000156288 -0.0078129 2.98611e-05 0.00663058 -0.000163818 0.000256143
internal_weight=0 3098 2935 2889 46 2843 2823 2802 2777 2756 2719 2681 2661 2586 2566 75 52 2546 2476 70 2447 2415 160 2255 2196 59 2175 62 2113 1914
internal_count=3121 3098 2935 2889 46 2843 2823 2802 2777 2756 2719 2681 2661 2586 2566 75 52 2546 2476 70 2447 2415 160 2255 2196 59 2175 62 2113 1914
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=31
num_cat=0
split_feature=1420 155 1455 1455 16 42 42 0 42 43 160 1456 484 52 13 1 4 1 11 1426 475 1429 1374 1374 160 43 12 12 480 50
split_gain=0.121808 0.164659 0.158688 0.310532 0.464571 0.173292 0.420958 0.30491 0.31664 0.623151 0.342669 0.308866 0.607681 0.612284 0.278762 0.267691 0.421192 0.479503 0.403595 0.391886 0.38573 0.684082 0.401049 0.596847 0.333244 0.370306 0.332077 0.939611 0.509124 0.411433
threshold=0.056520000000000008 0.14547000000000002 -0.23681499999999997 -0.088874999999999982 -0.020119999999999996 0.094365000000000018 0.092395000000000019 0.18019500000000002 0.090470000000000009 -0.011694999999999999 -1.0000000180025095e-35 0.08814000000000001 -0.081614999999999979 -0.012164999999999999 -0.078704999999999983 0.13968000000000003 0.51164000000000009 0.15471500000000002 0.097680000000000017 0.069770000000000013 -0.088274999999999978 0.085625000000000021 0.086000000000000007 0.089635000000000006 -0.55323499999999981 -0.52440999999999993 0.090840000000000018 0.090455000000000021 -0.088394999999999987 0.12170000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 11 10 -10 15 13 -13 -12 18 17 -17 19 20 21 -5 24 -24 -22 -26 27 28 -27 -30
right_child=-2 -3 3 5 -6 -7 -8 -9 9 -11 14 12 -14 -15 -16 16 -18 -19 -20 -21 22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.0064115449688152268 -0.0072505022034696914 0.0083046606722443055 0.0032561540692335085 -0.0163899312925374 -0.016419777783033038 0.0016563108373430721 -0.0076458631532946852 -0.011070345506072046 0.0020843300312249498 -0.0085224611063798271 0.021711191110312941 -0.0038841171419335299 0.003923243793935792 -0.025555523349480198 0.0073018429102376103 0.0071468548082253523 0.013343530803869822 -0.011800075745718046 -0.01195352150705354 0.012370405644178392 -0.012773334798181341 0.0065649844333529467 0.022163786897435783 0.0010063962999265642 0.013428405551239848 0.014417946177788757 0.0021041438957682761 -0.020235600560903552 -0.00065211923240659705 -0.012497846350694695
leaf_weight=38 23 24 21 37 28 542 76 25 44 27 25 32 37 22 29 34 38 22 29 25 21 20 20 40 20 22 450 25 1295 30
leaf_count=38 23 24 21 37 28 542 76 25 44 27 25 32 37 22 29 34 38 22 29 25 21 20 20 40 20 22 450 25 1295 30
internal_value=0 5.38288e-05 -1.05889e-05 -9.09713e-05 -0.00798724 3.85623e-05 -0.000320055 -8.50356e-05 3.21285e-05 0.0049291 0.00863514 -0.000243726 -0.00594894 -0.0127132 0.0139728 2.46825e-07 0.00521751 -0.000296582 -0.000240865 -7.14555e-05 -0.00022855 -0.00833557 1.17522e-05 0.00805886 -0.000247414 -0.00010461 -0.000253161 -0.00102633 -0.000669811 -0.000920324
internal_weight=0 3098 3074 3036 49 2987 2445 2369 2344 125 98 2219 91 54 54 2128 94 56 2034 2005 1980 57 1923 60 1863 1842 1822 1372 1347 1325
internal_count=3121 3098 3074 3036 49 2987 2445 2369 2344 125 98 2219 91 54 54 2128 94 56 2034 2005 1980 57 1923 60 1863 1842 1822 1372 1347 1325
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=31
num_cat=0
split_feature=3 447 147 49 147 447 1 148 1375 97 46 1 43 3 13 2 13 3 4 0 0 2 123 43 10 49 2 2 3 2
split_gain=0.142121 0.118676 0.279985 0.561303 0.188562 0.319749 0.232661 0.223441 0.210456 0.204157 0.200752 0.358748 0.407242 0.287381 0.7411 0.401431 0.366443 0.375613 0.250325 0.246561 0.285195 0.733819 0.958319 0.477827 0.374876 0.385351 0.47665 0.615491 0.580566 0.580552
threshold=0.63141500000000017 0.10326500000000001 0.096620000000000011 -0.045154999999999994 0.089365000000000014 0.085205000000000017 0.099660000000000012 -0.043434999999999994 -0.24467499999999998 -0.086244999999999988 0.096120000000000011 0.14804000000000003 -0.050459999999999998 0.11924500000000002 -1.0000000180025095e-35 0.11177500000000001 -0.17933499999999997 0.10732000000000001 -0.52556499999999995 0.14486500000000005 -0.066689999999999985 -0.0091949999999999983 0.084995000000000015 0.093175000000000022 -0.084119999999999986 0.11560500000000001 0.11448000000000001 0.10559 -0.016324999999999996 0.099185000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 -6 -1 -9 -10 11 13 -13 16 15 -15 -11 18 -18 20 24 22 -22 -23 -20 26 27 29 -28 -26
right_child=-2 -3 3 -5 6 -7 -8 8 9 10 -12 12 -14 14 -16 -17 17 -19 19 -21 21 23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0081809782818185565 -0.0078317568273000102 -0.0072603489177047523 -0.0020488771274685862 0.020427170339971781 -0.01113578857233127 0.010738297031327551 0.0019661287432941404 0.0084265115694142894 0.009192025281178455 -0.011685822779933613 0.0078064131143037235 -0.0017762192757800222 0.016552446451452044 0.0088777458233137933 -0.018712252452969553 -0.0054134029633643339 -0.0083695248338497338 0.012746975538523301 0.013371883645992389 0.0069111960848756877 -0.026168153514819489 0.00019092713562196599 0.00023620339257090733 -0.011883223040139355 0.00027748763802553777 -0.0059370136301974226 0.016778182406223526 -0.0074403144492843788 -0.00393994412429276 0.0083916689169102453
leaf_weight=33 23 22 25 20 33 28 23 30 24 27 32 22 27 30 30 57 36 23 22 51 28 366 27 36 1700 96 38 98 21 93
leaf_count=33 23 22 25 20 33 28 23 30 24 27 32 22 27 30 30 57 36 23 22 51 28 366 27 36 1700 96 38 98 21 93
internal_value=0 5.81441e-05 0.000110487 0.00794048 -5.76158e-06 0.000102453 -0.00575464 1.39952e-06 9.4062e-05 7.38604e-06 -6.96879e-05 -0.000158809 0.00832325 -0.000308367 -0.00515897 -0.000485421 -9.51738e-05 2.35919e-05 -8.8444e-05 2.72854e-05 -0.000111756 -0.00237253 -0.013206 -0.00089034 0.000387845 0.000248232 0.000552736 0.000276575 0.00940393 0.000698357
internal_weight=0 3098 3076 45 3031 2975 56 2947 2914 2884 2860 2828 49 2779 117 87 2662 2635 2612 2576 2525 457 55 402 2068 2046 1950 1891 59 1793
internal_count=3121 3098 3076 45 3031 2975 56 2947 2914 2884 2860 2828 49 2779 117 87 2662 2635 2612 2576 2525 457 55 402 2068 2046 1950 1891 59 1793
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=31
num_cat=0
split_feature=1444 47 402 47 47 133 48 52 47 51 12 13 1 16 1 42 1425 3 1 2 41 43 1 0 0 16 13 2 474 0
split_gain=0.117874 0.156796 0.94351 0.429766 0.406391 0.640025 0.534442 0.436101 0.754138 0.507501 0.378525 0.296862 0.251618 0.713481 0.343516 0.395876 0.20799 0.232255 0.554557 0.66048 0.725311 1.06572 0.694353 0.748513 0.351631 0.518672 0.32664 0.295025 0.272492 0.276949
threshold=-0.083894999999999983 0.080455000000000013 0.088505000000000014 1.0000000180025095e-35 0.094825000000000007 -0.010614999999999998 0.089830000000000007 0.024145000000000003 0.098400000000000015 0.13302000000000003 0.10061500000000002 -0.076599999999999988 0.10708500000000001 -0.042349999999999992 0.12040000000000002 0.092145000000000019 0.10340000000000001 -0.13309499999999996 0.12408500000000001 0.11362000000000001 0.079395000000000007 0.031595000000000005 0.086105000000000015 -0.077429999999999985 0.10455500000000001 0.0028900000000000006 0.095120000000000024 0.10559 -0.025244999999999997 -0.080499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 16 5 -3 11 8 -6 -9 12 -7 13 -10 15 -14 17 18 19 20 21 22 23 -2 28 -26 -24 -28 29 -19
right_child=1 2 -4 -5 7 6 -8 9 10 -11 -12 -13 14 -15 -16 -17 -18 24 -20 -21 -22 -23 26 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0055355044161459728 0.0024713255248257314 -0.010369825940579176 0.022008652875030583 -0.014823516048491001 -0.020535431705091312 0.012650440001072219 0.020899123452337728 0.012119906884100702 -0.01886204147542065 -0.0048441246505184429 -0.011582168922459167 -0.0011443367227911949 0.021007479396648706 0.0018936603086819844 -0.0019663383039963864 0.0011108418041840197 -0.0093756973161362115 -0.00028031269903294742 0.018430914446001961 -0.011634817860569016 -0.0085348422782352343 0.026587817080966802 -0.010609755387995393 0.027618180562276398 -0.020584320986554737 -0.00070521374366113126 -0.0055564534664154057 0.0092672582747864319 -0.00029878419091356075 0.014911478086529921
leaf_weight=38 29 20 22 20 23 26 28 45 22 29 31 39 20 67 41 20 24 24 21 33 39 23 30 20 21 35 25 29 2253 24
leaf_count=38 29 20 22 20 23 26 28 45 22 29 31 39 20 67 41 20 24 24 21 33 39 23 30 20 21 35 25 29 2253 24
internal_value=0 6.82287e-05 0.00183248 -0.000220043 0.000752487 0.00585895 0.00934901 -0.00118386 -0.00338261 0.00547184 -0.00141985 0.00437357 0.000433276 -0.00323696 0.00446601 0.0110592 -0.00010899 -2.36479e-05 0.00288088 0.00144864 0.00366277 0.00671217 0.00327503 0.0127353 -0.00033049 -0.00815988 -0.00224349 0.00240443 -0.000139945 0.00731558
internal_weight=0 3083 433 2650 411 113 93 298 224 74 201 65 170 89 81 40 2630 2606 249 228 195 156 133 49 2357 56 84 54 2301 48
internal_count=3121 3083 433 2650 411 113 93 298 224 74 201 65 170 89 81 40 2630 2606 249 228 195 156 133 49 2357 56 84 54 2301 48
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=31
num_cat=0
split_feature=3 52 3 48 42 150 3 159 0 1 43 8 123 2 42 43 1446 52 52 160 52 15 48 150 148 3 15 3 16 1
split_gain=0.117611 0.12473 0.533505 1.05903 0.790835 0.533867 0.323449 0.502008 1.02208 0.262321 0.434021 0.271435 0.275306 0.257951 0.46774 0.410989 0.228067 0.217373 0.221413 0.357984 0.857396 0.470564 0.276797 0.303594 0.283863 0.297754 0.680493 0.632177 1.22981 1.17833
threshold=0.63141500000000017 0.14295500000000003 0.11658 0.088735000000000022 0.086555000000000007 0.083250000000000005 -0.070649999999999977 -0.016814999999999997 -0.086284999999999987 0.14804000000000003 -0.050459999999999998 0.091215000000000004 0.11875000000000001 0.08919500000000001 0.090395000000000017 -0.053764999999999993 0.092750000000000013 0.12354000000000001 0.11434500000000002 -0.14580499999999996 -0.0015799999999999998 -0.52744999999999986 0.14779000000000003 -0.14718999999999996 -0.095079999999999984 -0.0049599999999999991 -0.43375999999999998 0.092670000000000016 -1.0000000180025095e-35 0.10439500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -5 6 7 16 -9 11 -11 12 17 15 -15 -8 -3 18 19 20 -1 -21 23 -23 -25 -26 -27 28 -28 -29
right_child=-2 2 -4 4 -6 -7 13 8 -10 10 -12 -13 -14 14 -16 -17 -18 -19 -20 21 -22 22 -24 24 25 26 27 29 -30 -31
leaf_value=-0.0057212662162223404 -0.0071244833262070362 -0.00065885167224671512 -0.016752491043602772 -0.0022402084004133939 -0.02793408444394236 0.017204336971044541 0.010513373995199801 0.0031525229476392271 -0.026057305057411606 -0.0024637808389961721 0.015515952171950504 -0.01043484772865971 -0.011439728680998087 0.022012335564941171 0.0018354454026040105 -0.0087191638760268694 0.010549336574262097 0.006500832584320701 -0.0073736268242723061 0.015407326421700418 0.018402232398169443 0.011072317270562054 -0.010912745510754378 -0.011311715344940736 -0.0003710865587424764 -0.011915168797211915 0.0035202420592672897 -0.0079502941471421059 0.025162736404066285 0.0076774465336571819
leaf_weight=26 23 134 22 25 23 20 20 25 23 25 29 24 20 20 27 25 21 56 38 20 34 25 23 22 2015 29 97 90 36 104
leaf_count=26 23 134 22 25 23 20 20 25 23 25 29 24 20 20 27 25 21 56 38 20 34 25 23 22 2015 29 97 90 36 104
internal_value=0 5.28932e-05 -0.00163148 -0.000715056 -0.0145519 0.00139341 0.000321482 -0.00190766 -0.0108439 0.000291922 0.007192 0.000151792 0.000248217 0.00524013 0.0104214 -0.000171369 0.000859677 0.000337608 0.000202735 0.000316937 0.00794872 0.000130871 5.70573e-06 0.000109562 -4.96744e-06 9.99454e-05 0.00276604 0.00406804 0.00937836 0.000427464
internal_weight=0 3098 385 363 48 315 295 203 48 2713 54 2659 2635 92 47 45 155 2615 2559 2521 60 2461 2441 2418 2393 2371 356 327 133 194
internal_count=3121 3098 385 363 48 315 295 203 48 2713 54 2659 2635 92 47 45 155 2615 2559 2521 60 2461 2441 2418 2393 2371 356 327 133 194
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=31
num_cat=0
split_feature=8 42 0 42 42 43 0 1443 43 16 13 13 1426 157 156 1429 474 156 156 160 2 1 4 2 156 2 52 43 13 3
split_gain=0.13398 0.138209 0.347144 0.337835 0.263866 0.487544 0.328304 0.324866 0.407037 0.267501 0.25688 0.390808 0.323326 0.451835 0.296155 0.715695 0.430341 0.365043 0.361376 0.641434 0.412793 0.833794 0.450158 0.430696 0.392745 0.92574 0.49664 0.527501 0.3407 0.494347
threshold=0.099635000000000015 0.094365000000000018 0.18019500000000002 0.092395000000000019 0.090470000000000009 -0.011694999999999999 -0.083674999999999986 0.090755000000000016 -0.52440999999999993 -0.011989999999999999 0.10002500000000002 0.095710000000000017 0.069770000000000013 0.09401000000000001 0.091335000000000013 -0.026244999999999997 0.096435000000000007 0.094765000000000016 0.088305000000000008 -0.077459999999999987 0.14122000000000004 0.14173500000000003 0.50194500000000009 0.12198500000000001 0.085835000000000009 0.088055000000000008 -0.015069999999999998 -0.083879999999999996 0.084330000000000016 -0.15956499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 8 -1 -8 11 12 13 14 18 -16 17 -17 20 -20 23 -22 -23 24 28 26 27 -26 29 -10
right_child=-2 -3 -4 -5 5 -7 9 -9 10 -11 -12 -13 -14 -15 15 16 -18 -19 19 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.011804921346317445 0.0079605673750241593 0.0013790512644651807 -0.012335032969713212 -0.0066048448382198454 0.00035454279452096671 -0.0074046670858349123 0.021154471693028296 -0.012978553948923947 0.014576011018917515 0.0073852739708368175 -0.0039951932201471542 0.01112733046494184 0.010895747347519948 -0.0089499469688635765 -0.0089309676532418683 0.0066148345102556051 0.00073398931417614224 0.024907532303283613 -0.016822358784060378 0.0054060347999135656 0.019709210128207963 -0.011801703883842989 0.0086672613131148473 -0.0090459117266748629 0.018776791291311386 0.02470492913520762 -0.011257672374663146 -0.0036625337532975458 -0.012568495187746442 -0.00051968656650521123
leaf_weight=28 21 553 24 81 40 28 21 20 22 43 176 31 26 59 26 20 28 24 34 21 31 22 21 56 20 21 23 22 23 1556
leaf_count=28 21 553 24 81 40 28 21 20 22 43 176 31 26 59 26 20 28 24 34 21 31 22 21 56 20 21 23 22 23 1556
internal_value=0 -5.39264e-05 -0.000365052 -0.000251188 -4.04398e-05 0.00430804 0.00746147 -0.000288925 -0.000178098 0.0119033 -0.000326429 -1.68881e-05 -0.000185 -0.000326991 -6.87403e-05 0.00529004 0.0104254 0.0165927 -0.000349275 -0.00833515 -0.000107545 0.00720757 -0.00180523 -0.000418112 -0.000131712 0.00645159 0.000554363 0.00702286 -0.000485344 -0.000309227
internal_weight=0 3100 2547 2523 2442 132 104 2310 2290 64 2262 2086 2055 2029 1970 98 72 44 1872 55 1817 74 43 1743 1687 86 65 42 1601 1578
internal_count=3121 3100 2547 2523 2442 132 104 2310 2290 64 2262 2086 2055 2029 1970 98 72 44 1872 55 1817 74 43 1743 1687 86 65 42 1601 1578
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=31
num_cat=0
split_feature=40 12 121 11 43 48 16 0 4 4 474 11 474 155 4 51 0 43 40 9 158 158 159 2 159 484 13 52 1 15
split_gain=0.116516 0.219995 0.168229 0.179324 0.156764 0.635284 0.584492 0.293743 0.21311 0.351541 0.27648 0.433206 0.331566 0.335632 0.373978 0.524248 0.273568 0.306872 0.226175 0.222666 0.222825 0.469687 0.298358 0.813518 0.45558 0.481948 0.330296 1.68777 0.569106 0.402138
threshold=-0.23755499999999996 0.14786000000000002 -0.078059999999999977 -1.0000000180025095e-35 -0.15879999999999997 0.092065000000000022 0.24134000000000003 0.18019500000000002 -0.52556499999999995 -0.50940999999999981 -0.25711499999999993 0.08976000000000002 -0.084054999999999977 0.12016500000000001 -0.39518999999999993 -0.012244999999999997 0.034820000000000011 -0.14386499999999997 -0.085774999999999976 -0.087824999999999986 0.11817500000000002 0.12874000000000005 0.11361500000000001 0.081685000000000021 0.095130000000000006 0.087495000000000017 -0.117405 0.084735000000000019 0.12000500000000001 -0.08730499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -6 -10 -11 12 -12 14 15 -14 17 -16 -19 -20 22 -22 24 -24 26 -26 27 28 29 -21
right_child=1 -3 3 4 7 -7 -8 -9 9 10 11 -13 13 -15 16 -17 -18 18 19 20 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.006003166921436787 0.0087271641326052227 -0.0094048867551609888 -0.0081623485863760673 -0.0030525943705308166 0.0071081645765103578 -0.019160414158943154 0.014098511960195459 0.011993638417195708 -0.01113431756717286 -0.0088335021837230993 0.0081138369245454672 0.0085721525562102684 -0.0019413483693547871 -0.011198777141463426 0.0087998213819586307 0.0191861282956476 -0.0071310924635194662 -0.0080089656674923997 0.0086860066376112655 -0.0024880549891597849 0.01577809407134299 -0.00083707535282566989 -0.023750429903157056 -0.00072828142076490849 0.0098322052935905322 -0.0055040016568252926 -9.6597371399172291e-05 -0.030537496371702718 -0.010508997316527017 0.013008264342651649
leaf_weight=32 22 25 27 146 43 21 23 21 28 34 50 61 23 27 39 24 55 36 29 33 27 46 20 66 85 27 1961 22 34 34
leaf_count=32 22 25 27 146 43 21 23 21 28 34 50 61 23 27 39 24 55 36 29 33 27 46 20 66 85 27 1961 22 34 34
internal_value=0 -6.21888e-05 1.40407e-05 -4.89733e-05 2.36838e-05 -0.00275675 -0.00071842 0.000210686 0.00012244 1.36439e-05 0.000127856 0.000240745 4.80931e-05 -0.000107737 9.19354e-06 0.00884715 -0.000156035 -2.49418e-08 -0.000141841 -2.30418e-05 -0.000130287 0.00530826 -0.000304263 -0.00608227 -7.79844e-05 0.00613508 -0.000411892 -0.00543866 2.84086e-05 0.00537575
internal_weight=0 3089 3064 3042 3015 190 169 2825 2804 2761 2733 2699 2638 2588 2561 47 2514 2459 2420 2384 2355 73 2282 86 2196 112 2084 123 101 67
internal_count=3121 3089 3064 3042 3015 190 169 2825 2804 2761 2733 2699 2638 2588 2561 47 2514 2459 2420 2384 2355 73 2282 86 2196 112 2084 123 101 67
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=31
num_cat=0
split_feature=9 16 1 4 2 457 16 52 39 12 12 150 12 14 160 43 51 40 13 0 0 3 0 1 13 0 0 1 48 160
split_gain=0.124451 0.515891 0.177247 0.92892 0.563824 0.327332 0.807531 0.413725 0.33259 0.370365 0.377017 0.423992 0.354671 0.315399 0.291958 0.352374 0.328544 0.294438 0.280108 0.278581 0.405453 0.405327 1.05224 0.4253 0.529371 0.431502 0.835442 0.613962 0.668714 0.58661
threshold=-0.085894999999999985 -0.14771999999999999 0.10727500000000002 -0.04890499999999999 0.11474000000000002 0.084840000000000013 -0.087484999999999993 -0.12647999999999995 0.11925000000000001 -0.10022999999999999 0.11903500000000002 0.10888500000000001 0.10711000000000002 0.10189000000000002 -0.061914999999999991 -0.078469999999999984 0.086310000000000012 -0.050459999999999998 -0.0021749999999999994 -0.24955499999999997 -0.23091999999999999 0.10732000000000001 -0.038659999999999993 0.10325000000000002 -0.012119999999999997 -0.14226499999999997 -0.11756999999999999 0.088975000000000012 0.089155000000000012 0.08443500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 -4 7 -7 -5 9 -9 11 12 14 19 17 -16 -17 -11 -19 -2 -21 23 -23 25 -25 27 29 -22 -29 -27
right_child=2 -3 3 5 -6 6 -8 8 -10 10 -12 -13 -14 -15 15 16 -18 18 -20 20 21 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0047332128992787111 0.009244156109860107 -0.015202370431274176 0.023493892060858862 -0.0057783064612497888 0.0050851008837770042 -0.021705409528856929 0.0048187508208987623 0.012576231169269272 -0.0075476002823110788 0.0061204808015052391 0.015022261423014461 0.014795876793851631 -0.011557665863074364 -0.012784539641579613 -0.0039488101555478008 0.010371301357344084 -0.0016843258286826314 -0.012997272278049164 0.00070545905484603003 -0.011139560501803369 0.00072071694279300799 -0.026593724047997969 0.0044634860474616293 -0.020462091763814291 -0.0025989833535461485 -0.025835701654709522 0.00022738910229916189 0.023251524886177322 0.00060348041694272654 -0.0021993685336340043
leaf_weight=27 31 25 28 75 41 22 24 38 31 23 21 21 24 20 42 77 32 35 26 34 97 20 24 21 79 21 2087 32 22 21
leaf_count=27 31 25 28 75 41 22 24 38 31 23 21 21 24 20 42 77 32 35 26 34 97 20 24 21 79 21 2087 32 22 21
internal_value=0 -0.0048512 8.2197e-05 0.00169079 0.0125553 0.000164005 -0.00786672 0.000994147 0.00236694 0.00327358 0.00209916 0.00112993 2.18774e-05 -0.000276836 0.00120447 0.00383339 0.00683203 -0.00352133 -0.00715676 -0.000176332 -0.000295142 -0.000143034 -0.00965343 3.27882e-05 -0.00635024 0.000312745 -5.36287e-05 0.00547838 0.0140245 -0.0140175
internal_weight=0 52 3069 560 69 491 46 445 370 339 301 280 259 2509 235 151 109 84 61 2489 2458 2424 44 2380 100 2280 2129 151 54 42
internal_count=3121 52 3069 560 69 491 46 445 370 339 301 280 259 2509 235 151 109 84 61 2489 2458 2424 44 2380 100 2280 2129 151 54 42
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=31
num_cat=0
split_feature=3 45 11 104 8 9 12 39 1 1 1 150 4 50 376 160 48 13 49 0 3 13 124 1 3 0 13 1452 16 401
split_gain=0.114145 0.141261 0.439352 0.198711 0.147311 0.251096 0.178453 0.193538 0.230032 0.449697 0.667148 0.597475 0.540216 0.439806 0.383154 0.641118 0.678608 0.337804 0.476333 0.360657 0.344879 0.364636 0.394467 0.998266 0.238704 0.755613 0.341581 0.281345 0.228425 0.424866
threshold=0.63141500000000017 -0.067109999999999989 -0.014494999999999999 0.077525000000000011 0.08573500000000002 0.085355000000000014 0.22926500000000002 0.11365500000000002 0.11669000000000002 0.11146500000000002 0.10984500000000001 0.085310000000000011 -0.00027999999999999998 -0.23452499999999996 0.082945000000000019 0.087570000000000023 0.081805000000000017 -0.0072999999999999992 0.14233500000000002 -0.053834999999999994 -0.082794999999999994 -0.39067499999999994 -1.0000000180025095e-35 0.12656000000000003 0.11924500000000002 -0.10836499999999999 -0.16152999999999998 0.11769000000000002 0.0057500000000000008 0.080710000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 9 10 14 12 -11 -10 24 16 -16 20 19 -19 -15 -22 -23 -24 26 -26 -4 28 -28 -30
right_child=-2 2 3 -5 -6 -7 -8 -9 13 11 -12 -13 -14 17 15 -17 -18 18 -20 -21 21 22 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.008324919097067323 -0.0070187309351952181 0.014521387095252672 -0.01197613172698766 -0.0085333618611373296 0.0062707051193635725 -0.0089481445359847252 0.0083469920290204207 -0.0061426015663892039 0.017236000206321479 0.0099591000028885907 0.017456641860983588 -0.019400408822629188 -0.0079855754871067473 0.01122432142496109 0.0023017033772624058 -0.0062116634141167869 0.02686805395113135 0.018249738649191227 -0.0060972562769339199 0.0029238790488891808 0.0043193690195355728 0.0002210307453337702 0.00042225055706997711 -0.029827987365424635 -0.021894383769395065 0.0044237779550409563 0.00046179841465528735 0.011537449150567964 -0.001141649512173134 -0.012522073216470225
leaf_weight=20 23 21 24 27 38 31 26 50 20 25 22 27 51 20 23 23 22 34 21 28 46 42 24 20 20 24 1790 21 523 35
leaf_count=20 23 21 24 27 38 31 26 50 20 25 22 27 51 20 23 23 22 34 21 28 46 42 24 20 20 24 1790 21 523 35
internal_value=0 5.21081e-05 0.00010654 7.5172e-06 8.3624e-05 5.0448e-06 9.87796e-05 2.5712e-05 0.000132615 -0.000145429 0.000118568 -0.00662231 -0.00208272 0.00300028 -3.37029e-05 0.00737012 0.0143119 0.00178873 0.00691949 0.0113284 -0.00101293 -0.00286706 -0.00671096 -0.0133279 -0.000240293 -0.00753902 -0.000106091 1.41622e-05 -8.88995e-05 -0.00185548
internal_weight=0 3098 3078 3057 3030 2992 2961 2935 2885 2630 2527 103 76 255 2505 68 45 235 83 62 152 132 86 44 2437 44 2393 2369 2348 558
internal_count=3121 3098 3078 3057 3030 2992 2961 2935 2885 2630 2527 103 76 255 2505 68 45 235 83 62 152 132 86 44 2437 44 2393 2369 2348 558
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=31
num_cat=0
split_feature=12 42 1205 43 1212 1212 43 52 133 2 403 402 133 52 1212 403 12 12 1 1209 1212 1212 1213 1213 3 1201 481 42 403 52
split_gain=0.115083 0.266447 0.184714 0.134781 0.13623 0.270297 0.497843 0.462588 0.377523 0.289509 0.265732 0.182731 0.516783 0.468886 0.331548 0.299563 1.07662 1.74927 0.537888 0.736267 0.289342 0.311978 0.72636 0.68657 0.575975 0.387589 0.281006 0.273544 0.255493 0.378726
threshold=0.23631000000000002 0.15665000000000004 0.09993500000000001 -0.54673999999999989 -0.42670499999999995 -0.040879999999999993 0.0010100000000000003 0.088185000000000013 -0.069129999999999983 0.087675000000000017 0.26430000000000003 -0.095664999999999986 0.5136750000000001 0.092965000000000006 0.089005000000000015 -0.10884999999999999 0.083815000000000014 0.085565000000000016 0.090540000000000023 -0.083969999999999989 0.10167000000000001 0.087685000000000013 -0.086394999999999986 -0.085049999999999987 -0.086554999999999979 -1.0000000180025095e-35 -0.073474999999999985 -0.078304999999999986 -0.22642499999999996 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 -6 -8 11 12 13 14 -7 16 -13 -18 19 -19 21 23 -23 24 -17 -25 -24 -28 29 -14
right_child=-2 -3 -4 4 5 10 9 -9 -10 -11 -12 15 28 -15 -16 20 17 18 -20 -21 -22 22 26 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0079587031510614231 -0.0070475059844877412 0.0095926699068011913 -0.0096167073538526906 -0.0051495509516751893 0.015499041794932314 -4.6159278115322977e-05 -0.010415731027239451 0.020946759241633119 -0.00098887692452635529 0.0045184211954474446 -0.0094052735213578376 0.013860768445863807 0.009579281017861584 0.019894961294873309 0.014652357147341328 0.022072259709239008 -0.034757825464475901 0.016344167123593035 -0.018031585220957085 -0.00418381469252591 0.0063569630757739698 -0.021572160820307381 0.0089134539773416087 -0.013588506825977849 0.0012191346812027472 6.1421961080223482e-05 0.0025657996047252362 -0.011805056745652111 -0.01320712263463065 -0.0094341754354536553
leaf_weight=21 23 29 20 49 21 57 27 24 41 25 30 29 22 24 21 26 20 21 21 104 73 22 21 21 27 2209 26 27 20 20
leaf_count=21 23 29 20 49 21 57 27 24 41 25 30 29 22 24 21 26 20 21 21 104 73 22 21 21 27 2209 26 27 20 20
internal_value=0 5.23217e-05 -3.78282e-05 2.50047e-05 8.03739e-05 0.000166398 0.00448836 0.00915882 0.00459574 -0.00323585 -4.35388e-05 5.6373e-05 0.00329552 0.00767203 0.00391113 -0.000144315 -0.00391665 -0.00702234 -0.00322296 -0.000735114 0.000155687 -3.45998e-05 -0.00561907 0.000200227 0.011449 -6.712e-05 -0.00087626 -0.0047552 -0.00390454 0.000525254
internal_weight=0 3098 3069 3049 3028 2979 138 86 62 52 2841 2811 164 102 78 2647 195 166 146 125 2452 2379 96 2283 53 2230 74 53 62 42
internal_count=3121 3098 3069 3049 3028 2979 138 86 62 52 2841 2811 164 102 78 2647 195 166 146 125 2452 2379 96 2283 53 2230 74 53 62 42
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=31
num_cat=0
split_feature=402 1211 133 133 15 133 402 1 401 43 4 13 16 12 16 2 43 1204 4 1204 399 15 51 52 15 15 2 151 1 13
split_gain=0.117734 0.856284 0.417149 0.444078 0.395237 0.492542 0.394299 1.6736 0.248906 0.235022 0.234568 0.234532 0.202938 0.293009 0.243754 0.202543 0.20556 0.184426 0.358164 0.319501 0.251207 0.189698 0.421085 1.54915 0.428164 0.537319 0.511321 0.361353 0.326434 0.882693
threshold=0.088505000000000014 0.077345000000000011 0.11269500000000002 0.076280000000000014 0.10017500000000001 -0.015164999999999998 0.042685000000000008 0.077845000000000011 0.10947000000000001 -0.51144999999999985 -0.010024999999999997 0.0027400000000000007 -0.092804999999999985 0.086305000000000007 -0.29154999999999992 0.31765000000000004 -0.45785999999999999 -0.082759999999999986 -0.083249999999999977 -0.081079999999999985 0.10520000000000002 -0.016799999999999995 0.078435000000000019 0.016565000000000003 0.087575000000000014 0.024640000000000006 0.094215000000000007 -0.15340499999999999 0.10752500000000002 -0.085384999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 11 8 10 9 -1 -8 12 14 -14 -2 16 -11 18 -18 -19 21 -21 27 24 25 -24 -26 -23 -29 -30
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 15 -12 -13 13 -15 -16 -17 17 19 -20 20 -22 22 23 -25 26 -27 -28 28 29 -31
leaf_value=0.0078093445453888332 -0.0012267995160073044 0.021344427462844623 -0.011914505756460131 0.015926143657416108 0.013221369903873315 -0.015800963803194464 -0.0031324188804208509 -0.031393609342298338 -0.009056413820750701 -0.0097865818157082517 0.0098641544669156988 0.010927763925865294 -0.0094239861648973272 0.00065634062465624475 0.012839191644029184 -0.009792248727310271 -2.2576673654839399e-05 -0.011491204253494897 0.013517958473724624 0.00086927659622001757 0.01050470279853629 -0.013195759439397426 -0.0035464790184050799 -0.023280916772292635 -0.013929825877130498 0.017842768161790448 0.0049500557486540997 -0.00042184620004741426 -0.010140094376931136 0.013896601736545564
leaf_weight=39 28 21 25 20 22 20 41 21 30 21 21 20 42 92 22 21 56 24 30 1256 23 21 23 38 32 24 26 990 22 50
leaf_count=39 28 21 25 20 22 20 41 21 30 21 21 20 42 92 22 21 56 24 30 1256 23 21 23 38 32 24 26 990 22 50
internal_value=0 0.00184291 0.000435581 0.0015963 0.000431276 -0.000824894 -0.000204695 -0.00699455 2.03985e-06 0.000102839 0.00126965 0.000643348 -0.000474523 -0.00250316 0.00496224 -1.0279e-05 6.76502e-05 0.000146785 0.00470087 -8.07845e-06 0.00010194 5.54002e-06 -0.000879332 -0.00597951 0.000281947 0.00737569 -0.00546643 -0.000205901 5.09607e-05 0.00655206
internal_weight=0 312 291 266 246 224 2809 83 2726 2696 62 204 184 134 50 2657 2636 2615 86 2529 2505 2482 1226 143 105 47 58 1083 1062 72
internal_count=3121 312 291 266 246 224 2809 83 2726 2696 62 204 184 134 50 2657 2636 2615 86 2529 2505 2482 1226 143 105 47 58 1083 1062 72
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=31
num_cat=0
split_feature=1447 3 52 160 0 1446 479 12 12 1454 399 160 156 475 16 3 0 483 1453 13 42 12 13 13 52 4 474 1427 12 3
split_gain=0.112614 0.674989 0.318279 0.303807 0.328447 0.301968 0.194892 0.165614 0.456597 0.355354 0.352717 0.331412 0.329262 0.383404 0.318823 0.317926 0.55649 0.300648 1.1746 0.379527 0.408286 0.47485 0.30462 0.854752 0.474255 0.462308 0.313185 0.3766 0.298103 0.277336
threshold=-0.085804999999999979 -0.086224999999999982 -0.010034999999999999 -0.54913999999999985 -0.086409999999999987 0.084285000000000013 0.098570000000000005 0.091715000000000005 0.09202500000000001 0.093640000000000015 0.093190000000000009 -0.4136149999999999 -0.031569999999999994 0.05680000000000001 0.40020000000000006 -0.24462999999999999 0.15398500000000004 -0.070084999999999981 -0.057274999999999993 -0.087404999999999997 0.086730000000000015 0.085355000000000014 -0.39067499999999994 -0.16152999999999998 -0.061194999999999992 0.23246000000000003 0.11085000000000002 0.088585000000000011 0.092355000000000007 -0.049509999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -4 7 10 -9 11 15 -10 14 28 -13 -5 17 19 -19 -17 21 -21 24 -24 -20 -26 27 -25 -14 -30
right_child=3 2 5 6 -6 -7 -8 8 9 -11 -12 12 13 -15 -16 16 -18 18 22 20 -22 -23 23 26 25 -27 -28 -29 29 -31
leaf_value=-0.015468167815924971 -0.0012023929440017258 0.01076071594053736 -0.010445894354833635 0.0089305964374058952 0.015612153605056498 0.003241038735723123 -0.0072164151540680512 0.013755176242973125 0.01048584306716091 -0.012391663033049553 -0.010106542147696018 0.0014283634901333315 -0.0096854835955633069 -0.011069363201486654 0.017994738485486734 -0.0055567403677506027 -0.017021500207483772 -0.024080265348865874 -0.0038521013818908394 0.0055845926374648563 -0.0013314660545438528 0.024551270436495545 -0.019777393369409053 -0.00041888969892104602 0.019966452561870771 0.0034146979823708535 -0.012211303419793365 0.010540843257967936 0.0016187916252903322 -0.0049884991773537224
leaf_weight=32 21 26 27 37 26 40 37 28 36 20 37 26 27 29 21 27 20 21 41 33 30 22 23 1551 27 45 22 32 687 70
leaf_count=32 21 26 27 37 26 40 37 28 36 20 37 26 27 29 21 27 20 21 41 33 30 22 23 1551 27 45 22 32 687 70
internal_value=0 -0.0029408 0.00136969 0.000122697 0.00809927 -0.00227459 -4.43041e-06 8.72054e-05 0.00117609 0.000791571 -0.000435103 0.00108584 0.000692351 0.000221888 0.00883036 -0.000249788 -0.00042913 -0.00025205 -0.000571388 0.00477182 0.00805265 0.0131713 -0.000287823 -0.000636314 0.00473292 0.00962161 -0.000362018 -0.000197341 0.00063955 0.00100781
internal_weight=0 125 93 2996 47 67 2949 2912 944 916 1968 896 860 813 47 1931 1894 1874 1762 112 85 55 1741 1628 113 72 1605 1583 784 757
internal_count=3121 125 93 2996 47 67 2949 2912 944 916 1968 896 860 813 47 1931 1894 1874 1762 112 85 55 1741 1628 113 72 1605 1583 784 757
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=31
num_cat=0
split_feature=473 472 1428 156 475 16 16 3 3 2 41 2 133 0 0 3 16 4 131 13 52 0 13 159 51 15 52 0 4 4
split_gain=0.113316 0.226205 0.141303 0.167715 0.155133 0.18945 0.652212 0.309126 0.440054 0.896203 0.384256 0.491641 0.516639 0.406547 0.310579 0.588255 0.374983 0.306994 0.265988 0.421351 0.353549 0.37687 0.350007 0.400566 0.599422 0.292911 0.250328 0.2278 0.642333 0.610845
threshold=-0.072684999999999986 -0.10116499999999999 0.094820000000000015 -0.13114499999999998 0.093020000000000005 0.24134000000000003 0.25792000000000009 -0.13309499999999996 -0.11171999999999999 0.090175000000000019 0.07882500000000002 0.11585500000000001 0.048520000000000008 -0.15931499999999996 -0.064339999999999994 -0.15447499999999995 -0.046599999999999996 0.25615500000000008 0.096160000000000009 -0.086589999999999986 -0.56022499999999986 -0.069444999999999993 0.11217000000000001 0.10407500000000001 -0.26548499999999992 -0.049819999999999996 -0.53299999999999992 -0.089019999999999974 -0.087894999999999987 -0.080744999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 10 9 -9 11 12 14 -12 15 -5 -16 -15 19 -8 -21 25 23 24 -23 -22 -26 28 -10 -30
right_child=1 2 -4 4 -6 6 18 8 27 -11 13 -13 -14 17 16 -17 -18 -19 -20 20 21 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.006574178616014812 -0.0081669543705442365 -0.0085395468317944079 0.006864181064690153 -0.0099658232001820588 0.0078768971096724281 -0.018559606843020604 0.010306530849387249 0.00021176326255767776 0.014246571346974143 -0.025824698256328705 0.010300632838958077 -0.0075562655366957195 0.024052711492404344 -0.011308378900254244 0.0034492311577196235 0.011138522610001799 0.021126500726677478 0.0035351627336984333 0.0062938710685730695 0.0078630945490052295 0.0041046601363883264 -0.0052281377229115205 0.0022788056284189224 -0.00020999372002104513 -0.015103821386583151 -0.0099295021221041686 -0.030925578884780411 0.00083680149261046151 -0.018981365035288036 -0.0012809545591308345
leaf_weight=26 34 23 30 25 25 23 24 39 26 20 21 20 20 38 24 28 24 22 42 24 58 36 25 26 20 20 20 1563 20 775
leaf_count=26 34 23 30 25 25 23 24 39 26 20 21 20 20 38 24 28 24 22 42 24 58 36 25 26 20 20 20 1563 20 775
internal_value=0 -5.52273e-05 3.48735e-05 -3.27211e-05 3.23245e-05 -3.34195e-05 -0.00234046 0.000241868 -8.2796e-05 -0.00861416 0.00381463 0.00696794 0.00936864 -0.00167446 0.0064609 0.00118364 0.0122879 -0.00586575 -0.00107592 -0.00229937 -0.00362051 -0.00496493 -0.00832512 -0.0109241 -0.0145895 0.000506157 -0.0230147 0.000128341 -0.00122041 -0.00172625
internal_weight=0 3095 3061 3031 3008 2983 318 2665 2443 59 222 141 121 81 101 53 48 60 295 253 229 205 127 102 76 78 40 2384 821 795
internal_count=3121 3095 3061 3031 3008 2983 318 2665 2443 59 222 141 121 81 101 53 48 60 295 253 229 205 127 102 76 78 40 2384 821 795
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=31
num_cat=0
split_feature=1185 13 41 13 4 1446 3 3 0 1212 0 16 0 1 1213 483 16 12 1429 2 13 480 10 16 159 3 3 1419 52 52
split_gain=0.119734 0.122025 0.30659 0.323481 1.04012 0.398039 0.297797 0.314689 0.994438 0.670254 0.728927 0.925246 0.794581 0.611911 0.701659 0.661611 0.447818 0.667093 0.4768 0.412891 0.411764 0.411542 0.3475 0.625588 0.334881 0.313352 0.296541 0.263373 0.267064 0.556798
threshold=0.089620000000000019 -0.059629999999999996 0.078570000000000015 -0.051094999999999995 -0.036839999999999991 0.099545000000000008 -0.088494999999999976 -0.080564999999999984 -0.10096999999999999 0.10654500000000001 -0.084044999999999995 -0.061854999999999993 -0.084509999999999988 0.087325000000000014 0.039620000000000009 -0.021199999999999997 -0.092804999999999985 0.085055000000000006 -1.0000000180025095e-35 0.08919500000000001 -0.082759999999999986 -0.077799999999999994 -0.089679999999999982 -0.16075999999999999 0.03981500000000001 -0.096544999999999978 -0.083154999999999993 0.086890000000000009 0.5140450000000002 0.42957000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 27 25 8 -8 10 12 -12 13 14 15 -10 17 -17 -18 20 -13 -9 23 -23 -20 -1 -21 28 29 -5
right_child=-2 2 -4 5 -6 -7 7 21 9 -11 11 19 -14 -15 -16 16 18 -19 24 26 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025179866286855418 0.0054359807379660199 -0.025356203814347583 0.0098626022675523048 -0.0006505190541206059 0.005757774482481182 -0.011669077770784499 -0.023597068967501401 -0.012112478124485775 0.0135636485584725 -0.018883145428262652 -0.023227258160710335 -0.017223471897240314 0.020807645317505709 0.017309626831080428 0.01339968489482999 0.019442674438469115 0.0088837516853924516 -0.0060761344259455136 -0.0051829117829800542 0.01109291441931293 -0.0025960080085822672 0.0045207293602921401 0.0022778860985925172 -0.019351723945389192 -0.018576955750939393 0.01384006647237887 -0.0024126963413043604 0.0085778712062165152 -0.0087565163317590202 0.013853738312092093
leaf_weight=132 40 21 27 1341 22 32 20 22 26 20 25 27 22 22 35 20 22 21 168 29 67 23 730 21 21 30 37 32 39 27
leaf_count=132 40 21 27 1341 22 32 20 22 26 20 25 27 22 22 35 20 22 21 168 29 67 23 730 21 21 30 37 32 39 27
internal_value=0 -7.05742e-05 -0.000699699 -0.000888063 -0.00943742 -0.000638149 0.00055896 8.21636e-05 -0.00168514 -0.000905356 -0.000241969 -0.00533634 0.00239797 0.00118898 5.58971e-05 -0.00162408 -0.00319106 0.00637207 -0.0050493 -0.00254088 -0.00679751 0.00137434 0.00175768 -0.00687294 -0.00667114 0.00461467 0.00352159 -0.000392847 -0.000596872 -0.000364251
internal_weight=0 3081 1541 1514 43 1471 1540 1378 582 562 542 185 357 335 313 278 252 41 211 160 94 796 774 44 189 162 66 1439 1407 1368
internal_count=3121 3081 1541 1514 43 1471 1540 1378 582 562 542 185 357 335 313 278 252 41 211 160 94 796 774 44 189 162 66 1439 1407 1368
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=31
num_cat=0
split_feature=8 42 150 49 4 13 0 2 16 133 52 43 4 123 43 12 1 45 13 50 15 51 456 12 52 484 49 475 3 48
split_gain=0.104675 0.123703 0.418706 0.526987 0.417143 0.281359 0.541946 1.24326 0.737661 0.469878 0.369501 0.422003 0.258633 0.246758 0.701996 0.440037 0.241468 0.329844 0.324406 0.253404 0.540767 0.28694 0.2703 0.231706 0.229931 0.680614 0.403175 0.465452 0.453854 0.79586
threshold=0.099635000000000015 0.097640000000000018 0.093625000000000014 -0.067649999999999988 -0.58204499999999992 -0.065824999999999981 -0.071719999999999992 0.083215000000000011 -0.080509999999999984 0.26639000000000007 0.10744000000000002 -0.036954999999999995 -0.07958999999999998 0.08592000000000001 -0.066504999999999995 0.096990000000000007 0.14699000000000004 0.10526500000000001 -0.11122999999999998 0.10672000000000002 -1.0000000180025095e-35 0.10614000000000001 0.087485000000000021 0.085885000000000017 -0.015539999999999998 -0.09849999999999999 0.11475 -0.07550999999999998 -0.0049599999999999991 -0.035774999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 12 7 -7 -8 -9 11 -10 -5 14 -14 -16 17 19 -18 21 -21 22 24 -23 -6 -26 27 -27 -29 -30
right_child=-2 2 -4 5 16 6 8 9 10 -11 -12 -13 13 -15 15 -17 18 -19 -20 20 -22 23 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.01342355078086257 0.007036309585063941 0.016988257803630249 -0.011582094758910977 -0.0064251423469700282 -0.0016091622576112883 -0.029562988579273225 0.018115305815202497 -0.0098653985257260504 -0.0029163794648074722 0.011811281974660234 -0.012529268889161555 0.013258543513391331 0.02177298245606599 -0.0016737495660214708 0.0083907862350211613 -0.0050922147111614816 -0.00055476229856995976 0.011628760114884548 -0.016139073017984628 -0.0011986665361525257 -0.014606244776708386 0.0014305788482648924 0.0049297511567627751 0.013838876569988551 0.016867484746035191 0.0095571509642865191 -0.0085964064337313174 -0.00055960296069967181 -0.0088552340817841472 0.0088334241202251331
leaf_weight=24 21 23 23 21 804 20 24 20 54 20 23 23 27 39 70 37 34 24 22 183 36 34 105 27 25 55 50 1097 32 124
leaf_count=24 21 23 23 21 804 20 24 20 54 20 23 23 27 39 70 37 34 24 22 183 36 34 105 27 25 55 50 1097 32 124
internal_value=0 -4.76653e-05 0.0015393 0.0022919 -0.000299114 0.00139768 -0.00140373 -0.0092057 0.00237142 0.000972942 -0.00140711 0.00191509 0.00405469 0.00532681 0.00736428 0.00372844 -0.00018034 -4.0193e-05 -0.00667717 -0.000149079 -0.00340265 0.00015374 -2.64135e-05 0.00692278 -0.000264364 0.000517428 0.000216433 0.000553315 0.000158095 0.00520498
internal_weight=0 3100 424 401 2676 378 184 60 124 40 100 77 194 173 134 107 2652 2596 56 2572 219 2353 2292 61 2187 1383 1358 1308 1253 156
internal_count=3121 3100 424 401 2676 378 184 60 124 40 100 77 194 173 134 107 2652 2596 56 2572 219 2353 2292 61 2187 1383 1358 1308 1253 156
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=31
num_cat=0
split_feature=52 473 472 155 15 15 0 14 15 484 1447 13 481 13 43 42 4 133 43 1186 12 12 12 16 16 0 0 42 12 12
split_gain=0.11414 0.120429 0.181698 0.133053 0.12275 1.02184 0.353686 0.51478 0.463203 0.327129 0.373403 0.84852 0.42869 0.412001 0.641547 0.397764 0.393988 0.338302 0.31536 0.297138 0.249393 0.406303 0.257006 0.272409 0.498225 0.29829 1.07605 0.572871 0.484586 0.471811
threshold=0.63556000000000001 -0.072684999999999986 -0.10116499999999999 0.13949000000000003 0.083195000000000005 0.081070000000000017 -0.11242999999999999 0.077685000000000018 0.098485000000000017 0.11650000000000001 -0.085684999999999997 -0.082574999999999982 -0.085629999999999984 0.0036400000000000004 -1.0000000180025095e-35 0.090310000000000015 -0.014149999999999998 0.14779000000000003 -0.53814999999999991 0.021560000000000003 0.082850000000000021 0.084595000000000017 0.085700000000000012 -0.087874999999999981 -0.088909999999999989 -0.071719999999999992 -0.073309999999999986 0.11649000000000002 0.096990000000000007 0.096295000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 18 7 -6 -9 10 11 -8 15 16 17 -12 19 -15 -4 20 -14 -22 -23 24 -24 26 29 28 -27 -25
right_child=-2 2 3 -5 6 -7 9 8 -10 -11 12 -13 13 14 -16 -17 -18 -19 -20 -21 21 22 23 25 -26 27 -28 -29 -30 -31
leaf_value=0.0068627703338861468 0.0073475752824119153 -0.0073757501813815907 -0.012789072562009098 0.0077239157462661917 0.015612966146957325 -0.02064850251749158 0.024595110476948321 -0.0089613357791677121 0.011006833932229452 -0.011818546566858212 -0.019997281562536957 -0.0041853870553452341 -0.0069695090846807672 0.0019241700074084664 -0.018805396421812476 -5.3251829813234506e-05 -0.010119722607279462 -0.0092742008059040499 -0.00016523676904495559 0.010958082057934788 0.013308367878198625 -0.0041819640223976634 0.0031959437320351995 -0.00029192848888788596 0.019599117516823437 0.025594158442690969 -0.021805437925187025 -0.0015810166671872139 0.005057142771504544 0.012015582925773094
leaf_weight=25 21 34 20 22 38 25 20 26 21 22 20 21 33 93 25 20 28 38 1876 35 30 73 95 283 23 20 22 50 27 35
leaf_count=25 21 34 20 22 38 25 20 26 21 22 20 21 33 93 25 20 28 38 1876 35 30 73 95 283 23 20 22 50 27 35
internal_value=0 -4.97739e-05 -0.000105973 -2.46935e-05 -8.1159e-05 -0.000563237 0.000762258 0.00695814 -3.93876e-05 0.000242367 0.000510117 0.00985388 0.00010686 0.000552228 -0.00412568 -0.0100253 0.00152007 -0.00132421 -0.0002984 0.00196899 0.00151368 0.00193913 0.00139601 0.00212969 0.00639317 0.000978456 -0.000417029 0.00586985 0.0137963 0.00106267
internal_weight=0 3100 3075 3041 3019 1921 1098 85 47 1013 991 41 950 910 156 40 754 131 1896 726 691 658 628 555 118 437 340 97 47 318
internal_count=3121 3100 3075 3041 3019 1921 1098 85 47 1013 991 41 950 910 156 40 754 131 1896 726 691 658 628 555 118 437 340 97 47 318
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=31
num_cat=0
split_feature=1447 1447 1447 3 2 1447 1447 160 160 131 52 48 9 48 0 151 3 151 15 150 0 4 4 43 2 51 0 1374 43 9
split_gain=0.106529 0.605677 0.276097 0.782905 0.237265 0.204101 0.171418 0.15626 0.277734 0.253535 0.318765 0.162912 0.482268 0.847108 0.802154 0.367561 0.561983 0.357407 0.505138 0.439242 0.366869 0.368835 0.658604 0.389659 0.615289 0.321333 0.272562 0.25725 0.633609 0.281135
threshold=-0.085804999999999979 -0.086424999999999988 -0.083354999999999985 -0.086049999999999988 0.091185000000000002 -0.091094999999999995 -0.082344999999999988 -0.44404499999999997 -0.42113499999999993 0.088910000000000017 0.40674500000000008 0.083685000000000009 0.085355000000000014 0.086425000000000016 -0.14001499999999997 1.0000000180025095e-35 0.092670000000000016 -0.10007499999999998 -0.033689999999999991 0.094365000000000018 -0.030209999999999997 0.00063500000000000004 0.0045450000000000013 -0.078139999999999973 0.10402500000000002 0.081440000000000026 -0.08867499999999999 0.086000000000000007 -0.083434999999999995 -0.087089999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 -1 -4 9 -9 10 -8 27 13 14 -13 17 -17 -15 19 20 21 25 -23 -24 -25 26 -19 29 -29 -10
right_child=2 -3 6 -5 -6 -7 7 8 11 -11 -12 12 -14 15 -16 16 -18 18 -20 -21 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0081610674737021324 0.017563027461437741 -0.015816279174759983 -0.0084357085521332923 -0.0051223248885623341 0.0084529721370801853 0.0028151075297500939 0.013100546901761038 -0.01130179700505158 -0.01069990326822908 -0.0061700789123753331 0.0016529382541775703 0.0025265733504460917 -0.013718233474064617 -0.0048520931074521149 0.027652759589060834 0.00098522356499663815 -0.017558526763549218 -0.0027462879682637075 0.01461938802585272 0.015549937110732904 -0.011520348739048298 -0.014383930673272606 -0.0086716319864185969 0.01461003834190659 -0.0023000640961375516 0.013944978129843045 0.0088153994029485875 0.020346032800152899 -0.0035338409198448066 -0.00043149855620854411
leaf_weight=32 32 28 24 29 29 36 36 22 27 23 75 27 20 65 24 44 26 44 35 22 22 31 26 39 48 36 38 20 25 2136
leaf_count=32 32 28 24 29 29 36 36 22 27 23 75 27 20 65 24 44 26 44 35 22 22 31 26 39 48 36 38 20 25 2136
internal_value=0 -0.00286024 0.000119336 0.00677819 0.000879648 -0.00235015 -1.90594e-05 5.03324e-05 -0.000110609 0.00338566 0.00536568 -2.12418e-05 0.00152373 0.00210218 0.0143507 0.000789839 -0.00590246 0.00194368 0.00323907 0.00193739 0.000882902 0.0019244 -0.00147205 0.00207014 0.00528033 0.00606922 0.00261157 -0.000403987 0.00707944 -0.000559676
internal_weight=0 125 2996 61 97 68 2935 2911 2777 134 111 2755 547 527 51 476 70 406 341 306 284 262 144 113 87 118 82 2208 45 2163
internal_count=3121 125 2996 61 97 68 2935 2911 2777 134 111 2755 547 527 51 476 70 406 341 306 284 262 144 113 87 118 82 2208 45 2163
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=31
num_cat=0
split_feature=133 400 133 133 43 132 480 132 1203 400 12 1212 16 52 43 132 131 13 131 150 150 4 8 4 4 3 39 147 40 150
split_gain=0.102242 0.399888 0.349554 0.341372 0.334629 0.252418 0.148194 0.153919 0.618398 0.495909 0.489148 0.394375 0.244183 0.341718 0.496754 0.196756 0.188464 0.253778 0.232333 0.183726 0.904736 0.551281 0.426059 0.325021 0.591718 0.76757 0.504297 0.462153 0.515714 0.394897
threshold=-0.42671999999999993 -0.065974999999999992 -0.51151499999999983 -0.37971999999999995 0.41181500000000004 -0.43443999999999999 0.12106000000000001 -0.083919999999999981 0.086085000000000009 -0.077004999999999976 0.091840000000000019 0.08468500000000001 -0.082179999999999989 0.084735000000000019 -0.0084099999999999991 -0.011165 0.11767000000000001 -0.0057949999999999989 0.11495000000000001 0.083095000000000016 0.084335000000000007 -0.55119499999999988 0.08573500000000002 0.41257000000000005 0.26790000000000008 -0.028564999999999997 0.09116500000000001 0.086295000000000011 -0.081429999999999989 0.11989500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 -3 -4 7 8 12 10 11 -9 13 -5 -15 -11 18 -18 19 21 -21 -17 -23 24 26 -26 27 28 -22 -30
right_child=3 2 5 6 -6 -7 -8 9 -10 15 -12 -13 -14 14 -16 16 17 -19 -20 20 23 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.015020283844999292 -0.010396539710563958 -0.014793633540039479 -0.0038062219818433131 -0.0054680462452341566 0.0013581537448897445 0.0095192085035292126 0.0072283141942794575 -0.020788755264854242 0.018981216351191203 0.0073304940765309664 0.0032671243268011423 -0.0035062394975482122 -0.0061145505867898466 0.00035439843001465005 0.020700453412719075 -0.014978725993289397 0.010993380154318669 -0.0032027348061092198 -0.010465972045097839 0.022560013681650164 -0.014428951902888143 -0.00051245651124303283 0.010457782941779847 0.010060144025277731 0.00038516260683536531 -0.025461894605541602 0.014493236517430182 0.013712787717256859 0.0028208605521718882 -0.0071514822993776761
leaf_weight=22 32 23 21 27 29 44 28 31 21 36 26 23 39 30 20 26 34 20 22 20 26 2134 36 34 27 20 27 23 168 52
leaf_count=22 32 23 21 27 29 44 28 31 21 36 26 23 39 30 20 26 34 20 22 20 26 2134 36 34 27 20 27 23 168 52
internal_value=0 0.00265103 0.000325191 -0.000123573 -0.00578591 0.00521407 -1.21371e-05 -8.15185e-05 0.00319082 -0.000242492 -0.00800187 -0.0134277 0.000332209 0.00359745 0.00849282 -1.3009e-05 -0.00011206 0.00573556 -0.000232814 -0.000145992 0.00183374 -0.000503893 -0.000330462 0.000734198 -0.00019024 -0.0106136 0.00146482 0.000157133 -0.00111027 0.000463761
internal_weight=0 139 117 2982 52 65 2950 2922 137 2785 80 54 116 77 50 2705 2669 54 2615 2593 397 2196 2170 377 343 47 296 269 246 220
internal_count=3121 139 117 2982 52 65 2950 2922 137 2785 80 54 116 77 50 2705 2669 54 2615 2593 397 2196 2170 377 343 47 296 269 246 220
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=31
num_cat=0
split_feature=12 42 1205 402 12 4 12 1210 1209 402 403 12 0 128 128 0 128 15 43 4 13 133 0 42 42 16 52 133 0 52
split_gain=0.101006 0.188056 0.172056 0.120876 0.482521 0.520321 0.315815 0.292271 0.300944 0.404853 0.432529 0.85877 0.218684 0.207406 0.233492 0.486066 0.291287 0.427217 0.248661 0.296855 0.568954 0.222643 0.649428 1.10561 0.452763 0.598605 0.356885 0.319377 0.529886 0.275595
threshold=0.23631000000000002 0.15665000000000004 0.09993500000000001 -0.020594999999999999 0.085250000000000006 -0.08713499999999999 0.10388500000000002 -0.08861999999999999 0.10183000000000002 -0.08738499999999999 -0.071919999999999984 0.095175000000000023 -0.066689999999999985 0.11876500000000001 0.10332500000000001 -0.084804999999999978 0.093785000000000021 0.083490000000000023 -0.52440999999999993 -0.51843499999999987 -0.012119999999999997 0.11667000000000001 -0.071719999999999992 0.099760000000000015 0.089165000000000008 -0.086989999999999984 1.0000000180025095e-35 0.10466000000000002 -0.086234999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 9 10 11 -9 -8 14 16 -16 18 -18 -5 20 -20 27 23 24 25 -23 -24 -21 -29 -30
right_child=-2 -3 -4 13 5 6 12 8 -10 -11 -12 -13 -14 -15 15 -17 17 -19 19 21 -22 22 26 -25 -26 -27 -28 28 29 -31
leaf_value=0.01276777925538934 -0.0066024369762643521 0.0080639954399445973 -0.0092715796499396683 -0.010415716655552389 -0.011977666877210141 -0.0071410907108498652 -0.013442879603244366 0.0021862030143669823 -0.002394489720463753 0.019460956174456936 -0.0031188802276220589 0.024116944736586168 0.00035336390913774576 0.0076937429804467801 -0.019174801558256151 0.00017466974142636802 0.016945313833639376 -0.0025852737779219061 -0.004770280817604583 -0.00032377027121221238 0.015987967471441916 0.0034183400461361524 0.014640458803412252 -0.029878576677292587 0.0069426705991780316 -0.019092894699079571 -0.0025176306669082906 0.016599268512800337 -0.0078607589588500556 0.0080335441045463092
leaf_weight=36 23 29 20 24 30 23 20 57 45 22 45 26 27 33 20 37 24 21 23 2287 31 21 22 20 27 27 27 30 24 20
leaf_count=36 23 29 20 24 30 23 20 57 45 22 45 26 27 33 20 37 24 21 23 2287 31 21 22 20 27 27 27 30 24 20
internal_value=0 4.90175e-05 -2.67187e-05 3.39232e-05 0.00183819 0.000504412 0.00191748 0.00352041 0.00477792 0.00692964 0.00477582 0.00905607 -0.00551738 -0.000185802 -0.000282646 -0.00661462 -0.000145308 0.00783104 -0.000284269 -0.00018925 0.00714649 -0.000347385 -0.00416478 -0.00898782 -0.00341695 -0.00924423 0.005186 -0.000114558 0.00635123 -0.000636076
internal_weight=0 3098 3069 3049 331 295 265 218 195 150 128 83 47 2718 2685 57 2628 45 2583 2559 54 2505 144 95 75 48 49 2361 74 44
internal_count=3121 3098 3069 3049 331 295 265 218 195 150 128 83 47 2718 2685 57 2628 45 2583 2559 54 2505 144 95 75 48 49 2361 74 44
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=31
num_cat=0
split_feature=393 393 393 11 15 42 472 11 16 1443 4 51 51 4 51 393 2 1177 4 2 4 1455 13 1426 1425 475 51 2 42 43
split_gain=0.104695 0.17704 0.253708 0.104374 0.449882 0.324823 0.394942 0.39304 0.224848 0.174106 0.181301 0.405063 0.594664 0.3597 0.248148 0.223335 0.596553 0.234608 0.217404 0.767551 0.234366 0.377501 0.228257 0.190877 0.395493 0.239894 0.433415 1.02932 0.391032 0.365649
threshold=0.12765500000000005 0.10938000000000002 0.10358500000000001 0.079915000000000014 0.040760000000000005 0.088795000000000013 -1.0000000180025095e-35 0.092630000000000018 0.10246000000000001 0.093200000000000019 -0.17966999999999997 0.067785000000000012 0.14330000000000001 -0.42529999999999996 -0.14660499999999996 0.086855000000000016 0.088225000000000012 -0.079504999999999978 -0.14098499999999997 0.090675000000000019 -0.097604999999999983 0.11867500000000002 -0.52014499999999986 0.08542000000000001 0.082985000000000017 -0.084169999999999981 -0.085734999999999992 0.087815000000000018 0.083715000000000026 -0.085474999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 -5 -8 -9 10 11 13 -13 14 -1 17 -17 -12 19 -19 -20 22 -22 24 25 26 27 -24 -28 -30
right_child=-2 -3 -4 4 -6 -7 7 8 -10 -11 15 12 -14 -15 -16 16 -18 18 20 -21 21 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0067950883725037175 0.0063191609886976393 -0.0086084654867590871 0.010046570777893067 -0.0058438151076968224 0.012438223244888443 -0.0090894226668751799 0.013984181114938111 0.0057204565266147263 -0.0075962862088566731 -0.0095203098648926256 0.008413702875916515 0.021916076222745082 0.00028225077247178115 -0.010097876645158977 0.0055215371417108219 0.0036895212728827926 -0.017945279896957801 -0.016983924669524034 0.008729377630214882 0.0083069029319449341 -0.0082173920795321469 -0.013663470078054595 -0.0013248712272831689 -0.009356435252861544 0.013664068181865982 -0.00037721611680149235 -0.012473748568445445 0.02819431346087229 0.012383830397655922 -0.0017434177184389591
leaf_weight=21 26 24 25 42 35 32 36 32 21 20 31 24 27 28 74 26 25 30 29 20 35 21 27 22 21 2245 20 21 28 53
leaf_count=21 26 24 25 42 35 32 36 32 21 20 31 24 27 28 74 26 25 30 29 20 35 21 27 22 21 2245 20 21 28 53
internal_value=0 -5.3085e-05 1.37757e-05 -6.85683e-05 0.00215151 -5.72923e-05 0.00214903 0.00592093 0.000444011 -0.000222914 -0.000157161 0.0029699 0.0104629 -0.00013694 0.00279891 -0.000362176 -0.00691577 -0.000233773 -0.000338 -0.00686759 -0.000208547 -0.000312518 -0.0001991 -8.39418e-05 5.28137e-07 -0.000119327 0.00376631 0.0115898 4.82291e-05 0.00314008
internal_weight=0 3095 3071 3046 198 163 131 89 53 2848 2828 174 51 123 95 2654 51 2603 2572 50 2522 2493 2472 2437 2415 2394 149 48 101 81
internal_count=3121 3095 3071 3046 198 163 131 89 53 2848 2828 174 51 123 95 2654 51 2603 2572 50 2522 2493 2472 2437 2415 2394 149 48 101 81
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=31
num_cat=0
split_feature=392 375 1132 9 4 9 33 41 0 12 3 1 1454 15 4 158 376 482 483 484 3 52 158 13 50 480 160 42 2 160
split_gain=0.10378 0.1167 0.136799 0.12421 0.373756 0.137888 0.183774 0.191197 0.333399 0.382921 0.249714 0.324213 0.176664 0.580105 0.553154 0.311391 0.367426 0.315222 0.457597 0.424935 0.433737 0.509275 0.416557 0.346476 0.267209 0.23524 0.283927 0.291527 0.410504 0.357629
threshold=0.091685000000000003 0.088915000000000008 0.084470000000000003 -0.085894999999999985 0.26790000000000008 -0.013509999999999999 0.088595000000000021 0.07831500000000001 -0.010949999999999998 0.082480000000000012 -0.15713499999999997 0.093100000000000002 0.093640000000000015 0.088850000000000012 0.0067750000000000006 0.085030000000000008 -1.0000000180025095e-35 0.087870000000000018 0.093585000000000015 0.062030000000000009 -0.076669999999999988 -0.0015799999999999998 0.10398500000000001 -0.074519999999999989 0.11084500000000001 -0.063594999999999985 -0.44404499999999997 -0.093284999999999993 0.099185000000000009 -0.24143499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 12 9 -9 -11 -12 15 14 24 16 -7 18 19 20 21 23 -23 -17 -14 -18 -27 28 -28 -29
right_child=-2 -3 -4 5 -6 6 -8 8 -10 10 11 -13 13 -15 -16 17 25 -19 -20 -21 -22 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=0.0025162518490105868 0.0066924820856555647 -0.0073070043274624788 0.0080457188366424483 0.0058604256264152355 -0.015132073987097967 -0.013232935738051311 -0.0093719023218866264 -0.0064883384519280538 0.014967290430583738 -0.0020185039056321748 0.017936794757843016 0.001082359848632699 0.013827123547283313 -0.019070415212107557 -0.011684298972026087 -0.0029036200394676557 -0.0079551997522895167 -0.0068184475081839741 0.018875879666302355 -0.0084313802121739317 -0.002045694077830939 0.026992835033507575 0.0075127873347019371 0.0098662725714750085 -0.0018234782898798587 0.0052611541860003745 0.0011006296004390903 -0.0084341885457778799 0.012669777936351143 -0.00047110180832267607
leaf_weight=28 23 22 21 40 21 22 21 39 22 26 25 21 24 21 26 42 39 28 20 28 63 21 23 43 20 94 159 58 38 2043
leaf_count=28 23 22 21 40 21 22 21 39 22 26 25 21 24 21 26 42 39 28 20 28 63 21 23 43 20 94 159 58 38 2043
internal_value=0 -4.9686e-05 2.21943e-06 -5.30714e-05 -0.00504732 2.83384e-05 -5.03141e-05 1.61556e-05 0.00372108 0.0014921 0.00581484 0.0102424 -0.000159077 -0.00449329 -0.000120148 -1.41257e-05 -0.000367722 0.00322233 0.00439376 0.0030772 0.00475553 0.00807706 0.0168101 0.00355644 0.00671321 -0.000251294 -0.000125687 -0.000346037 0.00333224 -0.00069093
internal_weight=0 3098 3076 3055 49 3006 2966 2945 133 111 72 46 2812 91 70 2721 2453 268 240 220 192 129 44 85 44 2431 2392 2298 197 2101
internal_count=3121 3098 3076 3055 49 3006 2966 2945 133 111 72 46 2812 91 70 2721 2453 268 240 220 192 129 44 85 44 2431 2392 2298 197 2101
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=31
num_cat=0
split_feature=1455 1455 471 1425 1425 16 403 2 42 2 16 1429 42 3 52 0 13 52 52 3 0 16 2 3 1 13 1 1 1 0
split_gain=0.107081 0.15851 0.147702 0.151663 0.143867 0.12926 0.413044 0.338987 0.481241 0.369474 0.572519 0.492973 0.711835 0.419177 0.476974 0.369144 0.245988 0.479343 0.248805 0.210483 0.359146 0.33349 0.283474 0.382543 0.349183 0.465151 0.457465 0.259739 0.324971 0.948076
threshold=0.12033000000000001 0.11364500000000001 0.10693500000000002 0.10129000000000002 0.08789000000000001 0.19444000000000003 0.068400000000000002 0.11982500000000001 -0.018024999999999996 0.098260000000000014 0.31475000000000003 -0.026244999999999997 0.094935000000000005 0.084940000000000015 -0.53060999999999992 -0.066089999999999996 -0.071554999999999994 -0.43851499999999993 -0.54663499999999987 -0.13309499999999996 0.15398500000000004 0.057265000000000003 0.080205000000000012 -0.15956499999999998 0.080000000000000016 0.14871000000000004 0.086105000000000015 0.15964000000000003 0.080000000000000016 -0.14649999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 19 7 9 -9 11 -11 -7 13 14 -13 -16 -12 18 -18 21 27 22 23 -1 25 -24 -26 28 29 -21
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 10 16 12 -14 -15 15 -17 17 -19 -20 20 -22 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00039630786604469737 0.007116743518660467 -0.0085062580267814079 0.0085779425501823423 -0.0071189686904350917 0.0082745205300549674 -0.011714425226315283 -0.013898116047494115 -0.0035104930079702676 0.014146682596059912 -0.018521850324910265 0.0070033911349517966 0.0068437096578153698 0.02025822095927738 0.011295506392640098 -0.00091479583361157857 -0.016525662556523459 -0.0046821784316783861 -0.01616396287939063 0.008648898199732814 0.022579938648268582 -0.012765592108057304 0.013179795209575317 -0.014755520023285382 0.018928161044605079 0.015503230498617758 0.0045200992464309647 -0.00064351760524299908 0.010420721691722673 -0.0014152924010109699 0.00064539943232049392
leaf_weight=21 21 22 20 30 21 26 26 29 33 29 21 33 21 27 33 28 42 27 21 20 22 29 31 20 23 21 74 24 988 1338
leaf_count=21 21 22 20 30 21 26 26 29 33 29 21 33 21 27 33 28 42 27 21 20 22 29 31 20 23 21 74 24 988 1338
internal_value=0 -4.82102e-05 1.22437e-05 -4.37779e-05 2.63198e-05 -3.12832e-05 -0.00171482 -0.000858692 0.00588768 -0.00221673 -0.00601081 0.000945011 0.00326294 0.000313341 -0.00284111 -0.00808044 -0.00274217 -0.00501613 -0.000238486 0.000224051 -4.76218e-05 0.00319137 0.00166682 0.00903026 -0.000359363 -0.00697114 0.00318509 7.04353e-05 -3.545e-05 0.000968441
internal_weight=0 3100 3078 3058 3028 3007 396 370 62 308 140 168 142 121 94 61 111 90 63 2611 2392 219 190 41 149 52 97 2370 2346 1358
internal_count=3121 3100 3078 3058 3028 3007 396 370 62 308 140 168 142 121 94 61 111 90 63 2611 2392 219 190 41 149 52 97 2370 2346 1358
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=31
num_cat=0
split_feature=160 482 133 51 160 153 50 1446 1446 1451 159 12 399 156 474 481 16 13 16 2 12 51 2 3 4 0 3 1210 3 15
split_gain=0.101773 0.199967 0.282803 0.149386 0.434958 0.249235 0.290993 0.173951 0.545505 0.159078 0.184913 0.162079 0.465401 0.290376 0.283103 0.421104 0.299735 0.408612 0.585133 0.978661 0.416906 0.396071 0.461831 0.54487 1.05008 0.565236 0.926211 0.379476 0.388217 0.697823
threshold=0.51752500000000012 -1.0000000180025095e-35 0.087285000000000015 -0.43587999999999999 -0.021249999999999995 0.086100000000000024 -0.23848499999999997 0.11581000000000001 0.10428500000000002 0.088880000000000015 0.16394500000000004 0.091715000000000005 0.091580000000000009 -0.0039599999999999991 0.10799000000000002 0.08783500000000001 -0.088704999999999992 0.05868000000000001 -0.046599999999999996 0.10774000000000002 0.085440000000000016 -0.21316999999999997 0.15950500000000004 0.11296500000000002 -0.031404999999999995 -0.14794999999999997 0.083060000000000009 -0.07692499999999998 -0.091869999999999993 0.083195000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -5 8 9 10 11 14 13 -13 15 16 27 21 -19 20 -20 -18 23 25 -25 26 -23 -8 29 -29
right_child=-2 3 -4 5 -6 -7 7 -9 -10 -11 -12 12 -14 -15 -16 -17 17 18 19 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.014758356097577649 0.0051435548824405207 -0.0041067069629207257 0.0014655561341593664 0.0093556643565975584 0.014740466177463532 -0.011183180781081319 0.013015819411549064 0.006726020053532478 -0.015187992512558899 0.0084218529317612676 -0.0090444979419850788 0.0086028897918240966 0.011919396476035841 0.00016320426526919132 -0.0097279891371726997 0.012014008236669557 -0.012076530516834841 -0.019540362345889725 0.011502182442927734 -0.021678549312055113 -0.0063803683998147872 0.023254171538596546 0.013406127650903175 0.0042529234742202486 -0.020923134249106454 -0.00091031398327466118 -0.0023390472160592195 0.0017776483386114706 -0.00030277974703090478 0.022785535532360277
leaf_weight=22 38 24 21 33 25 20 26 37 24 22 23 43 38 785 33 27 31 29 32 20 22 26 23 30 37 974 31 64 540 21
leaf_count=22 38 24 21 33 25 20 26 37 24 22 23 43 38 785 33 27 31 29 32 20 22 26 23 30 37 974 31 64 540 21
internal_value=0 -6.33977e-05 -0.00683505 3.23856e-05 0.0055092 -5.73382e-05 1.75581e-05 -8.73288e-05 -0.000174228 -4.89826e-05 -0.000114257 -4.17303e-05 0.00109813 0.000601497 -0.000543823 -0.000387032 -0.000562703 -0.00146589 -0.00750039 -0.00278202 0.0042167 -0.000926343 -0.000617997 -0.000911763 -0.00965027 -0.000343887 0.00933505 0.00117846 0.000686023 0.00696783
internal_weight=0 3083 43 3040 49 2991 2971 2938 2901 2877 2855 2832 866 828 1966 1933 1906 1255 103 74 54 1152 1121 1098 67 1031 57 651 625 85
internal_count=3121 3083 43 3040 49 2991 2971 2938 2901 2877 2855 2832 866 828 1966 1933 1906 1255 103 74 54 1152 1121 1098 67 1031 57 651 625 85
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=31
num_cat=0
split_feature=1206 42 42 3 42 52 43 4 13 42 52 13 3 42 52 1 1 1 159 42 403 403 1 1456 2 401 49 52 133 157
split_gain=0.100796 0.0975385 0.469789 0.689336 0.369434 0.522942 0.474837 0.337485 0.496258 0.368428 0.373149 0.386547 0.334432 0.327555 0.829468 0.367837 0.814765 0.485672 0.326456 0.295598 0.277168 0.279393 0.242455 0.235616 0.227669 0.224066 0.286498 0.332058 0.406287 0.397446
threshold=1.0000000180025095e-35 0.087665000000000007 0.086555000000000007 -0.085854999999999987 0.085730000000000015 0.086040000000000019 -0.082064999999999985 -0.111605 -0.013634999999999998 0.088295000000000012 -0.0046699999999999997 -0.085584999999999981 -0.082404999999999992 0.089165000000000008 -0.0015799999999999998 0.091345000000000023 0.09253500000000002 0.089875000000000024 -1.0000000180025095e-35 0.085345000000000018 -0.5492149999999999 -0.53101999999999994 0.087505000000000013 -0.06457499999999998 0.25063000000000007 0.12006000000000001 0.10877000000000002 0.10024500000000001 0.089200000000000015 -0.052249999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 19 6 -6 8 -3 10 -9 -12 -5 14 -11 17 -17 20 -16 24 -15 -22 23 -23 -1 26 27 28 -25 -30
right_child=-2 7 3 12 5 -7 -8 9 -10 13 11 -13 -14 15 18 16 -18 -19 -20 -21 21 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-6.1602714391251041e-05 0.0070763665856793528 0.0014359737491759007 -0.019945175839780734 0.007347113039129629 0.00075345127843320372 -0.0052690151147544387 0.020645598854947215 -0.0025155146941542627 0.020419594397147498 -0.019763966781841915 0.0036575199671737522 0.022198468497530981 -0.0061021540823276155 0.012788026584312322 -0.0068092593364417562 -0.020329022498259769 -0.0008549739451517574 0.014254618414317169 0.011042430790673409 -0.010185076917211216 -0.0087295768140205031 -0.0064360440235274527 -0.0092631836584769183 0.0038392587975977222 -0.010532822065232766 -0.005737443334822144 -0.0028418718167813497 0.00024614041671156884 0.0032376702276191542 0.020301355292590764
leaf_weight=1847 20 40 29 26 20 24 30 25 21 29 23 22 64 20 20 23 326 31 21 30 29 30 20 96 21 28 56 90 21 39
leaf_count=1847 20 40 29 26 20 24 30 25 21 29 23 22 64 20 20 23 326 31 21 30 29 30 20 96 21 28 56 90 21 39
internal_value=0 -4.56393e-05 -0.00043542 -0.00653717 -6.72115e-05 0.0068646 0.0126887 0.000761324 0.00797132 0.000297878 0.00728002 0.012722 -0.00221681 -0.000258151 -0.0068207 0.000309684 -0.00213836 0.00216701 0.00233429 -0.000337472 0.00129354 0.000731466 0.00145349 0.00204886 -0.00017932 0.00282022 0.00361364 0.00508319 0.0078738 0.0143291
internal_weight=0 3101 2091 119 1972 74 50 1010 61 949 70 45 90 879 70 809 349 460 41 1898 429 409 380 360 1868 330 302 246 156 60
internal_count=3121 3101 2091 119 1972 74 50 1010 61 949 70 45 90 879 70 809 349 460 41 1898 429 409 380 360 1868 330 302 246 156 60
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=31
num_cat=0
split_feature=1426 1425 156 12 155 16 52 42 42 2 52 475 42 51 51 474 158 159 2 158 1 45 1455 1455 16 457 43 43 484 3
split_gain=0.0923343 0.11433 0.145177 0.221325 0.25682 0.15585 0.382552 0.207963 0.395399 0.24059 0.576705 0.35041 0.214661 0.214359 0.568768 0.229398 0.191647 0.359379 0.575637 0.353818 0.218432 0.239332 0.210008 0.459337 0.358312 0.208115 0.215853 0.572871 0.426176 0.467829
threshold=-0.10090499999999998 0.10034500000000002 0.11582500000000001 0.095565000000000011 0.11378500000000001 0.19444000000000003 0.10024500000000001 -0.080354999999999982 -0.018024999999999996 0.11474000000000002 -0.23375999999999997 0.05680000000000001 -0.10071499999999999 -0.43017499999999992 -0.15042499999999998 0.105645 0.11817500000000002 0.11361500000000001 0.090310000000000015 0.12874000000000005 0.15471500000000002 0.10526500000000001 -0.088874999999999982 -1.0000000180025095e-35 -0.020119999999999996 0.41022000000000008 -0.081779999999999978 -0.08231999999999999 0.087495000000000017 -0.086424999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 16 7 12 -9 11 -11 13 -7 -10 -15 -16 17 20 -19 -18 21 22 24 -24 -2 26 27 28 -25 -30
right_child=1 -3 3 -5 -6 6 -8 8 9 10 -12 -13 -14 14 15 -17 19 18 -20 -21 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.0066085439724182446 0.0037582431352980762 -0.0070689954875927906 0.0023008774461535115 -0.0027540506620425732 0.01582860928838668 -0.00035785640514380228 -0.014834991563111544 -0.015222211984324864 0.0062701252304137719 0.01353986439137389 -0.0076302278024906467 -0.014159737678710371 0.01230059393371145 -0.015456645336837091 0.0019857292317633089 -0.0097085612779483216 0.015152440483992301 -0.01613366761910064 0.0017561463179771562 -0.00043764965564666974 -0.0084020202915216311 0.010265012724751917 0.014435786962807787 0.00017882194147809992 -0.012501133567738264 0.010145673368658339 -0.00048627391994769599 0.015370042716024507 0.0013732605852568762 0.018144566777708201
leaf_weight=21 23 23 36 32 23 37 22 22 31 31 22 24 21 29 104 20 24 35 37 37 29 24 23 609 33 21 1631 29 39 29
leaf_count=21 23 23 36 32 23 37 22 22 31 31 22 24 21 29 104 20 24 35 37 37 29 24 23 609 33 21 1631 29 39 29
internal_value=0 -4.47675e-05 7.73725e-06 0.00394242 0.0075744 -0.000112174 -0.0020542 -0.00122963 -0.00234762 -0.0012624 0.00475228 -0.00279499 0.00422538 -0.00131263 -0.00284901 9.95533e-05 0.000156585 2.469e-05 -0.00694029 0.00569616 0.000226087 0.000327759 0.000229895 0.000372261 -0.00582318 0.000235085 0.000146029 0.00160678 0.00101721 0.00852573
internal_weight=0 3100 3077 91 59 2986 363 341 283 261 53 208 58 184 153 124 2623 2562 72 61 2490 2461 2437 2381 56 2358 2337 706 677 68
internal_count=3121 3100 3077 91 59 2986 363 341 283 261 53 208 58 184 153 124 2623 2562 72 61 2490 2461 2437 2381 56 2358 2337 706 677 68
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=31
num_cat=0
split_feature=402 47 0 0 1 16 43 403 401 402 49 12 401 2 4 43 3 1205 48 48 150 0 48 49 1452 43 3 43 0 0
split_gain=0.0918479 0.76862 0.428428 0.719605 0.711563 0.553287 0.401857 0.410577 0.378813 0.366965 0.30027 0.239364 0.19638 0.902765 1.04537 0.336713 0.193634 0.182344 0.167631 0.355383 0.578402 0.308586 0.400135 0.341266 0.292392 0.26007 0.383979 0.375597 0.244378 0.258382
threshold=0.088505000000000014 0.081320000000000017 -0.086409999999999987 -0.084044999999999995 0.090965000000000004 -0.011989999999999999 -0.040344999999999992 0.15011500000000003 0.10632500000000002 0.087360000000000007 0.087520000000000014 0.084595000000000017 1.0000000180025095e-35 0.080205000000000012 -0.086849999999999997 -0.0017249999999999998 0.42240500000000009 1.0000000180025095e-35 0.092205000000000023 0.10255000000000002 1.0000000180025095e-35 -0.026509999999999995 0.10697000000000002 -0.0083799999999999986 0.11815000000000002 -0.078469999999999984 0.10299500000000002 -0.08287499999999999 -0.24955499999999997 -0.23051499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 5 -4 6 10 -5 8 -8 12 11 -2 16 -14 -15 -16 17 18 24 25 21 22 -21 -24 28 27 -27 -20 -1 -30
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 -12 -13 13 14 15 -17 -18 -19 19 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0087247770264624585 0.009317811674748858 0.019648219772021882 0.019053926534950735 0.013875561140594073 -0.012503653246676551 -0.016741549815716489 0.011336117737779492 -0.010364783050802847 -0.0043286465144214718 -0.013350409474445596 -0.01124858781695366 -0.0028550185901778085 0.012693967899450889 -0.028057869532633395 0.0013853639518757437 -0.012611270122230053 -0.0090339495193051261 0.009693535689730198 0.0073535842391160818 -0.0068709814461110534 -0.012679757000296377 -0.009820428877137603 -0.006261105344165116 0.0079296489330092541 -0.01223736958578229 0.016690414873655978 0.00076418252040942516 -0.0095018452312797316 -0.008739783226379326 -7.9473646685319026e-05
leaf_weight=31 30 22 25 32 32 28 38 24 26 21 20 35 26 21 55 25 23 20 39 31 32 20 20 111 20 41 24 20 35 2194
leaf_count=31 30 22 25 32 32 28 38 24 26 21 20 35 26 21 55 25 23 20 39 31 32 20 20 111 20 41 24 20 35 2194
internal_value=0 0.00162775 0.000260675 0.00333176 0.000745881 -0.00454979 0.00427909 0.000789464 0.00497231 -0.000180796 -0.000533683 0.00276321 -8.1599e-05 -0.0039233 -0.00820101 -0.00298858 0.000101752 0.000181403 0.000108736 0.00218701 -0.000281272 0.00189868 0.00334548 0.00576312 -0.000199358 0.00644678 0.01081 0.00163988 -9.28272e-05 -0.000215459
internal_weight=0 312 290 177 152 113 120 88 64 2809 85 65 2788 127 101 80 2661 2638 2618 338 214 182 162 131 2280 124 65 59 2260 2229
internal_count=3121 312 290 177 152 113 120 88 64 2809 85 65 2788 127 101 80 2661 2638 2618 338 214 182 162 131 2280 124 65 59 2260 2229
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=31
num_cat=0
split_feature=46 149 149 2 43 1446 1446 1429 51 160 43 160 474 474 472 475 1 374 12 12 12 402 16 480 484 2 484 484 475 13
split_gain=0.0924761 0.112448 0.208901 0.497554 0.361648 0.163381 0.485889 0.158207 0.279947 0.175751 0.4555 0.175055 0.154083 0.20707 0.159318 0.15704 0.440043 0.171211 0.161786 1.00131 0.530362 0.507543 0.479925 0.338835 0.549685 0.656994 0.620482 0.502664 0.375632 0.438256
threshold=-0.043074999999999995 0.10022500000000002 0.079000000000000015 0.09580000000000001 -0.54673999999999989 0.11018500000000002 0.11655500000000001 0.094630000000000006 -0.070629999999999984 -0.54913999999999985 -0.011919999999999998 -0.53327999999999987 -0.25711499999999993 -0.10160499999999999 1.0000000180025095e-35 -0.088274999999999978 0.080270000000000022 0.093030000000000015 0.085885000000000017 0.08598500000000002 0.085325000000000012 0.10913500000000002 -0.0092699999999999987 0.086930000000000021 -0.070054999999999992 0.085955000000000018 -0.096419999999999992 -0.011854999999999999 -0.085734999999999992 -0.39067499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 7 -7 9 -9 10 -6 -11 -13 -14 15 16 -15 18 20 -20 21 23 -22 24 25 26 -17 -26 -29 -30
right_child=1 -3 3 -5 5 6 -8 8 -10 11 -12 12 13 14 -16 17 -18 -19 19 -21 22 -23 -24 -25 27 -27 -28 28 29 -31
leaf_value=0.0058270163264953429 -0.013180954984965779 -0.0067303457679226998 -0.0041261360689532015 0.015662583308639351 0.014572694150653357 0.015837660126388074 -0.0022088569840668019 0.0022727185487747196 -0.01216724615158706 -0.0077187844117482503 -0.0050642181587006365 -0.0081904602601476344 0.008584462156120156 0.0068265242874622351 0.0080531193098674226 -0.0045905897110376671 -0.011417738958381309 0.0092002141382545224 0.022802834643516692 0.00028146678480349239 -0.0042741771802426347 -0.014179120291597569 -0.021765395794950782 0.0089907789463177321 0.015315663293850694 0.00043577830121871469 -0.027818799520964211 0.011605384228406131 0.0062773130500731484 -0.0011979978993667765
leaf_weight=27 21 25 24 27 27 25 37 25 29 30 21 23 28 20 24 23 39 20 20 1527 62 26 21 40 22 49 23 27 88 721
leaf_count=27 21 25 24 27 27 25 37 25 29 30 21 23 28 20 24 23 39 20 20 1527 62 26 21 40 22 49 23 27 88 721
internal_value=0 -5.08498e-05 3.56118e-06 0.00635024 -0.000103689 -1.20564e-05 0.00506796 -0.000119369 -0.00548208 -1.88528e-05 0.00598155 -0.000120519 -3.91957e-05 2.82429e-05 -5.88117e-05 -0.000130178 -0.00523324 -1.7371e-05 -8.6964e-05 0.000572629 -0.00101291 -0.000386803 -0.00869967 -2.56743e-05 -0.000404119 -0.00762171 -0.0162047 0.000395032 2.3833e-06 -0.000384861
internal_weight=0 3094 3069 51 3018 2997 62 2935 54 2881 48 2833 2803 2780 2752 2728 59 2669 2649 1547 1102 1019 83 993 953 95 46 858 836 809
internal_count=3121 3094 3069 51 3018 2997 62 2935 54 2881 48 2833 2803 2780 2752 2728 59 2669 2649 1547 1102 1019 83 993 953 95 46 858 836 809
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=31
num_cat=0
split_feature=402 0 2 50 480 0 2 1212 4 15 43 1446 12 52 160 160 42 4 483 43 51 480 402 130 16 484 484 484 484 4
split_gain=0.0964032 0.566034 0.824058 0.61005 0.557438 0.386803 0.450283 0.419852 0.306929 0.208463 0.199 0.205913 0.357765 0.526914 0.382064 0.378925 0.354439 0.64447 0.303307 0.302036 0.237088 0.213158 0.214865 0.188213 0.197075 0.199821 0.201395 0.239721 0.84334 0.753056
threshold=0.095250000000000015 -0.071339999999999987 0.10981000000000002 0.087525000000000006 0.086995000000000017 -0.08841499999999998 0.084055000000000005 -1.0000000180025095e-35 -0.58204499999999992 -0.10324499999999999 -0.53814999999999991 0.037915000000000011 0.083985000000000018 0.11639500000000001 -0.061914999999999991 -0.54512499999999997 0.088380000000000014 -0.013514999999999998 0.098395000000000024 -0.022084999999999997 -0.0057349999999999996 -0.086154999999999982 0.092300000000000007 -0.22699999999999995 -0.56967999999999985 -0.23175499999999996 -0.096419999999999992 -0.070054999999999992 -0.020124999999999994 -0.017809999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 4 5 9 -7 -8 -1 -2 -10 21 13 14 -13 -14 17 -17 19 -18 -19 -12 23 -23 -25 -26 -27 29 -29 -28
right_child=1 2 -4 -5 -6 6 7 -9 10 -11 11 12 15 -15 -16 16 18 20 -20 -21 -22 22 -24 24 25 26 27 28 -30 -31
leaf_value=-0.011195211566984654 0.0053978528584475109 0.024762180277806089 -0.00028808097001807446 -0.013716386922945578 -0.013864433858543634 0.021027287290919395 0.014525375169857094 -0.0022851153241040616 0.0088161929249763495 -0.0066642553619060078 -0.010439895636712512 0.011670700926333667 0.018069876527879388 -0.015367014860385098 -0.0063655879024578175 0.023007772169685702 -0.014860121668739755 -0.0036238874006085096 0.0079428018494085827 0.0010602140181268066 0.0090561719547057971 -0.0090562055741126354 -0.010648170076310635 0.0094884302519771847 -0.0051251883788126307 0.0062698694991365992 -0.021848625481306089 0.013865640913244598 -0.00027310012146080222 -0.00025747780255707249
leaf_weight=25 23 24 29 30 20 21 24 39 25 38 21 24 20 24 23 21 22 30 22 26 29 24 20 21 81 49 21 43 2232 70
leaf_count=25 23 24 29 30 20 21 24 39 25 38 21 24 20 24 23 21 22 30 22 26 29 24 20 21 81 49 21 43 2232 70
internal_value=0 0.00189165 0.0110554 -0.00059902 0.00178596 0.00394463 0.00834598 0.00411888 -0.000163289 -0.00211625 -6.64497e-05 -0.000145113 0.00265036 -0.00331155 0.00284443 0.00514034 0.0034164 0.00796344 -0.00178022 -0.00623661 0.00260868 -0.000406038 -0.000323762 -0.000242499 -0.000158459 -0.000239623 -7.5759e-05 -0.000207177 -5.86238e-06 -0.00524005
internal_weight=0 248 53 195 165 145 84 63 2873 61 2848 2823 241 71 47 170 150 80 70 48 59 2582 2561 2541 2517 2496 2415 2366 2275 91
internal_count=3121 248 53 195 165 145 84 63 2873 61 2848 2823 241 71 47 170 150 80 70 48 59 2582 2561 2541 2517 2496 2415 2366 2275 91
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=31
num_cat=0
split_feature=3 45 11 104 97 0 2 13 31 12 12 12 2 2 47 4 42 12 15 15 13 401 401 12 402 402 0 16 12 0
split_gain=0.0986675 0.116926 0.413484 0.156914 0.153263 0.123372 0.481431 0.323577 0.138457 0.174806 0.187008 0.14799 0.307591 0.479994 0.413489 0.537663 0.364259 0.252104 0.361827 0.435852 0.21125 0.207822 0.314536 0.26946 0.292524 0.220775 0.593049 0.969503 0.463086 0.298319
threshold=0.63141500000000017 -0.067109999999999989 -0.014494999999999999 0.077525000000000011 -0.086244999999999988 0.14486500000000005 0.10672500000000001 -0.017449999999999997 -0.082659999999999997 0.22926500000000002 0.14786000000000002 0.110195 0.10381000000000001 0.11474000000000002 0.096850000000000006 0.0082450000000000006 0.095565000000000011 0.10266500000000002 0.096455000000000013 -0.043924999999999992 0.19762500000000002 0.11186000000000001 0.10910000000000002 0.08815000000000002 0.13499500000000003 -0.020594999999999999 -0.086409999999999987 -0.094359999999999986 0.095565000000000011 -0.072894999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 8 7 -7 -6 10 11 17 14 -14 15 -13 -15 21 19 -19 -21 22 25 -23 -25 26 27 -10 -28 -30
right_child=-2 2 3 -5 5 6 -8 -9 9 -11 -12 12 13 16 -16 -17 -18 18 -20 20 -22 23 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.0075729548488743612 -0.0065255489524291919 0.01408202906272241 0.0082015975661899731 -0.0075877540951801679 -0.0078184692776235559 0.00061026433305371374 -0.0083695031879913243 0.017299688779390778 -0.0030975792353967252 0.0086543712926947566 -0.0095005602093546516 0.0037651296872168016 -0.013104435861110687 0.013190293716995614 -0.0045292867347598081 0.022551488231867554 -0.0034192270696944286 -0.0075541119091212753 -0.014746450368935862 0.010805437424278353 -0.0021287943196037543 0.014837033727339336 -0.01262681774562225 0.0086328232867850206 -0.0063789035193040043 -0.00036138345295861648 -0.0027177558577147452 0.025791059810524954 0.013340555136154937 0.00026283603669567543
leaf_weight=20 23 21 23 27 23 21 21 26 21 23 21 39 25 23 23 25 31 61 27 28 23 21 20 27 25 2211 146 26 37 33
leaf_count=20 23 21 23 27 23 21 21 26 21 23 21 39 25 23 23 25 31 61 27 28 23 21 20 27 25 2211 146 26 37 33
internal_value=0 4.84466e-05 9.79684e-05 1.90516e-06 6.95358e-05 7.33512e-06 0.00421835 0.00984271 -9.00957e-05 -2.9138e-05 -9.81738e-05 -2.94238e-05 0.00286882 -0.00164848 0.00697073 0.0111036 0.0036552 -0.000207217 -0.00435514 -0.0018501 0.00497235 1.73885e-05 -0.00013655 0.00527659 0.00141565 -3.55775e-05 0.00270342 0.0128834 0.000488342 0.00717534
internal_weight=0 3098 3078 3057 3030 3007 68 47 2939 2916 2893 2872 166 79 87 64 54 2706 139 112 51 2567 2494 73 52 2474 263 47 216 70
internal_count=3121 3098 3078 3057 3030 3007 68 47 2939 2916 2893 2872 166 79 87 64 54 2706 139 112 51 2567 2494 73 52 2474 263 47 216 70
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=31
num_cat=0
split_feature=1185 130 40 40 48 40 49 9 11 9 1 12 15 43 0 0 475 0 2 14 2 49 52 158 2 15 4 0 0 50
split_gain=0.0949818 0.104772 0.169059 0.145731 0.642017 0.153316 0.313598 0.142477 0.3748 0.23529 0.234 0.220449 0.53093 0.255555 0.208868 0.955739 0.416058 0.50309 0.391209 0.686607 0.469447 0.702807 0.690258 0.380715 0.340882 0.3079 0.633856 0.276253 0.698903 0.655017
threshold=0.089300000000000004 -0.22699999999999995 -0.23755499999999996 -0.085774999999999976 0.084855000000000014 -0.082294999999999993 -0.028954999999999998 0.086220000000000005 -1.0000000180025095e-35 -0.090659999999999977 0.11507500000000002 -0.096104999999999982 -0.10091499999999999 -1.0000000180025095e-35 -0.14226499999999997 -0.14051499999999997 -0.052309999999999988 -0.15090499999999998 0.086100000000000024 0.078745000000000009 0.10467500000000002 -1.0000000180025095e-35 0.08257500000000001 0.07968500000000002 0.090935000000000016 -0.03241999999999999 0.41555500000000006 -0.089019999999999974 -0.089604999999999976 0.11849500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 8 -7 -10 -9 12 13 -11 16 -16 -13 18 19 -18 21 24 -23 -19 -20 26 -22 28 29 -17
right_child=-2 2 3 5 -6 7 -8 10 9 11 -12 14 -14 -15 15 27 17 23 20 -21 25 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0065125610493123529 0.0046673826104419872 0.008177205424755812 0.0029569896362954752 -0.0017740063305044997 -0.017731440781305233 -0.012899561777063038 0.013509190872311592 0.0099997220845479112 0.0093868333416489459 -0.020789974313229324 -0.0015684788889142082 -0.0101692772237584 0.0040459576342254874 -0.0058759796208943489 -0.020613861731860951 -0.00052443662815020674 0.022978932029079826 0.018916980665402885 -0.0062345839359543541 -0.0025927630962715264 0.017339161421542109 0.016699315570294856 -0.0089693946255878978 0.0014319683006033302 -0.024046692127982775 -0.0065246158813048781 -0.00093204142352522812 0.00040737906116887241 -0.019289798277389747 -0.017499615255898486
leaf_weight=25 43 25 40 29 24 23 25 36 26 20 34 24 35 27 23 430 21 33 22 21 34 20 22 20 21 21 43 1907 23 24
leaf_count=25 43 25 40 29 24 23 25 36 26 20 34 24 35 27 23 430 21 33 22 21 34 20 22 20 21 21 43 1907 23 24
internal_value=0 -6.52038e-05 -1.24086e-05 -8.00243e-05 -0.00480117 2.19168e-05 0.00530155 -7.60557e-05 -0.00018591 -8.21065e-05 0.00438088 -0.000170316 -0.00527857 -0.0122224 -1.56918e-05 -0.000326718 0.00246325 0.00355383 0.00148918 0.0101931 -0.000508443 -0.00594684 0.0032538 0.0123189 -0.0149335 0.00420854 0.00713576 -0.000130995 -0.00228336 -0.0014218
internal_weight=0 3078 3053 3028 64 2964 54 2910 2840 2817 70 2791 82 47 2709 2407 302 278 225 42 183 85 42 53 43 98 77 2384 477 454
internal_count=3121 3078 3053 3028 64 2964 54 2910 2840 2817 70 2791 82 47 2709 2407 302 278 225 42 183 85 42 53 43 98 77 2384 477 454
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=31
num_cat=0
split_feature=46 147 147 160 147 447 8 104 3 0 15 1 52 1 30 2 1 0 0 51 50 474 12 1 12 12 0 0 3 15
split_gain=0.0939551 0.119577 0.129043 0.140322 0.157084 0.243297 0.153044 0.137508 0.307836 0.194054 0.369182 0.443519 0.648667 0.356731 0.171868 0.279012 0.852408 0.187857 0.494085 0.442019 0.543422 0.582605 0.441625 0.744459 1.17498 0.627194 0.436996 0.602857 0.423015 0.445561
threshold=-0.043074999999999995 0.099730000000000027 0.093875000000000014 0.51752500000000012 0.089365000000000014 0.086195000000000008 0.08573500000000002 0.083745000000000014 0.42240500000000009 -0.17169499999999996 -0.008624999999999999 0.087325000000000014 -0.061194999999999992 0.10984500000000001 0.088655000000000012 -0.0091949999999999983 0.10557500000000002 -0.089019999999999974 -0.089604999999999976 0.11917000000000001 0.082725000000000007 0.085020000000000012 0.082095000000000015 0.089875000000000024 0.092855000000000007 1.0000000180025095e-35 -0.098289999999999975 -0.10607499999999999 -0.091054999999999983 -0.11033999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 10 11 -2 -13 -14 15 16 -11 18 19 20 21 22 25 28 -25 26 27 -17 -24 -30
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 14 -12 12 13 -15 -16 17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0058734256187798805 -0.0090457911312114454 -0.0059489757890867842 0.0068970115234454473 0.0061591100041469976 -0.0064266098645300827 0.01020652870040225 0.0057346244726266546 0.0071765045449137688 -0.010183197091664037 0.0013156172069834502 0.014185079509535662 0.018340841226279738 -0.0091199418114099127 0.0059298374224454166 0.0068149981780372794 -0.00044345910033463676 -0.023459638123001374 0.00022561127066458061 -0.015795800381844551 -0.012300232477376567 0.0062920077819108361 -0.015626623036123107 0.006336385747259957 -0.033256825422868133 -0.0031727035957816486 0.015005214328822845 -0.012091258801519872 0.01833200171706267 0.0029896129791716665 -0.0069445434797671627
leaf_weight=27 32 34 27 36 39 23 44 25 31 41 26 25 28 36 33 118 21 1901 24 34 97 29 59 20 37 34 25 20 71 124
leaf_count=27 32 34 27 36 39 23 44 25 31 41 26 25 28 36 33 118 21 1901 24 34 97 29 59 20 37 34 25 20 71 124
internal_value=0 -5.12549e-05 1.42754e-05 -4.69953e-05 -0.000121543 -3.84134e-05 -0.000118697 -0.000207783 -0.000272196 -0.000163822 0.00337404 0.001051 0.00468131 -0.000654441 -0.000357298 -0.000446445 -0.007076 -0.000287929 -0.00169868 -0.0011922 -0.000596499 -0.00184079 -0.00105381 -0.00340045 -0.0137285 0.0026508 7.38061e-05 0.00227762 -0.00108273 -0.00332749
internal_weight=0 3094 3060 3033 2997 2958 2935 2891 2866 2835 147 121 89 64 2688 2655 62 2593 692 668 634 537 508 311 57 197 163 138 254 195
internal_count=3121 3094 3060 3033 2997 2958 2935 2891 2866 2835 147 121 89 64 2688 2655 62 2593 692 668 634 537 508 311 57 197 163 138 254 195
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=31
num_cat=0
split_feature=52 473 472 1428 482 1420 50 1446 11 1 11 15 2 15 1446 43 4 130 42 1205 52 3 484 3 1 51 124 52 49 16
split_gain=0.0876308 0.105777 0.136815 0.129211 0.167453 0.20746 0.276829 0.164328 0.150431 0.3858 0.295486 0.477631 0.568603 0.356772 0.327338 0.18274 0.219283 0.161874 0.195496 0.15833 0.15142 0.36103 0.452699 0.41714 0.416228 0.264518 0.280066 0.3199 0.337419 0.354512
threshold=0.63556000000000001 -0.072684999999999986 -0.10116499999999999 0.094820000000000015 0.11816500000000001 -0.083279999999999979 0.099595000000000017 0.11951500000000001 0.095165000000000013 0.10587000000000001 0.079915000000000014 0.040760000000000005 0.092365000000000017 -0.097454999999999986 0.11353000000000001 -0.50775499999999985 -0.52556499999999995 -0.22461999999999996 0.15432000000000004 0.09993500000000001 -0.080114999999999978 -0.11255999999999998 0.073690000000000019 0.10893000000000001 0.10672000000000002 -0.43587999999999999 -0.087894999999999987 -0.081934999999999994 -0.012404999999999998 -0.010699999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 10 -10 14 12 -12 -14 15 -7 -17 -18 19 20 21 22 -19 25 -25 -23 -27 28 29 -28
right_child=-2 2 3 -5 -6 7 -8 -9 9 -11 11 -13 13 -15 -16 16 17 18 -20 -21 -22 23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0064347785860300061 0.0064380265861040068 -0.0064045811684884353 -0.015673319244524465 0.0069936162111564329 0.0065996805213020511 0.006349597005769177 -0.00038042540886792649 0.0085486754542216659 -0.013927845656871796 0.0023033463701722214 0.015241861484190895 0.018014475966439302 0.0059792102966457613 -0.011263462527034184 -0.012957985126413406 0.0089178744022949379 -0.0080140991929780556 -0.020946757211571649 0.0096175995282828802 -0.0091702812444418667 0.00017837082057554712 0.0095316513200049066 7.5137091334909209e-05 -0.020834918028413085 -0.002331371181794713 0.010124072930573123 0.016550074596889317 -0.01242281912515561 -0.0020382601149257231 0.0015446484173849426
leaf_weight=25 21 34 20 26 37 43 29 22 27 32 21 23 20 30 20 26 27 21 20 20 2001 27 20 20 31 23 20 24 337 74
leaf_count=25 21 34 20 26 37 43 29 22 27 32 21 23 20 30 20 26 27 21 20 20 2001 27 20 20 31 23 20 24 337 74
internal_value=0 -4.36124e-05 -9.62823e-05 -2.57521e-05 -8.6284e-05 -0.000169353 -0.00662242 -6.13983e-05 -0.000126559 -0.00512449 -2.30203e-05 0.00549034 0.00143323 -0.00436639 -0.000211203 -0.000117957 -0.000221303 -0.000310466 -0.000231619 -0.000306861 -0.000238629 -0.00163631 -0.0106922 -0.000968522 -0.00958766 -9.80744e-05 -0.000642013 -0.00118623 -0.000560529 0.00473729
internal_weight=0 3100 3075 3041 3015 2978 49 2929 2907 59 2848 94 71 50 2754 2734 2691 2665 2638 2618 2598 597 41 556 51 505 478 455 431 94
internal_count=3121 3100 3075 3041 3015 2978 49 2929 2907 59 2848 94 71 50 2754 2734 2691 2665 2638 2618 2598 597 41 556 51 505 478 455 431 94
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=31
num_cat=0
split_feature=402 1210 1210 1210 1210 12 1201 399 399 400 1444 3 130 1 4 15 42 1 41 1 12 51 14 2 4 1446 484 2 16 13
split_gain=0.093349 0.332287 0.25731 0.406693 0.173189 0.143818 0.123431 0.135966 0.118271 0.197977 0.1253 0.140216 0.395065 0.508254 0.635491 0.517765 0.647712 0.447952 0.330929 0.322561 0.213165 0.519342 0.191587 0.33869 0.212631 0.312836 0.570782 0.322387 0.623281 0.412265
threshold=0.2506000000000001 -0.15347999999999998 -0.087769999999999973 -0.081959999999999991 -0.07983999999999998 0.086420000000000011 -0.08151499999999999 0.10788500000000002 0.099080000000000015 1.0000000180025095e-35 -0.083894999999999983 -0.13309499999999996 -0.072444999999999982 0.07635500000000002 -0.14098499999999997 0.040760000000000005 0.083795000000000022 0.12408500000000001 0.083975000000000008 0.086455000000000018 0.086345000000000019 -0.047599999999999996 0.054835000000000009 0.090675000000000019 -0.085594999999999991 0.08393500000000001 -0.011244999999999998 0.093320000000000014 0.31475000000000003 -0.39067499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 -6 8 9 10 -8 12 -12 14 -14 17 -17 18 19 -15 -21 -22 24 -24 25 26 -13 -28 29 -29
right_child=-2 2 3 4 6 -7 7 -9 -10 -11 11 22 13 15 -16 16 -18 -19 -20 20 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.012301642825530673 -0.0053733089240267876 -0.012594698045868429 0.013626356397501448 -0.0084805281173127404 -0.007414101724597541 -0.0012176783918403091 -0.0057594592104087006 0.0068019465543329716 -0.0064326612744480373 0.0091425792687611345 0.015737929455935957 0.015614405944661208 -0.020155383759866592 0.012649275134317579 0.0036177077076651834 0.0019743258357048034 0.026118499152362348 0.014845215361565351 -0.011597905524075032 -0.0087029334265805256 -0.005600676951188671 0.0097558670584112425 -0.016208435464650391 0.0021951034246012568 -0.00039063566886930528 -0.0086651412915671241 0.0042937457850670425 0.0044467620248178725 0.0098285462740542642 -0.012447440758114681
leaf_weight=22 32 25 22 24 22 20 37 30 28 24 20 33 23 20 22 25 20 20 25 28 49 40 20 20 2172 24 174 20 28 52
leaf_count=22 32 25 22 24 22 20 37 30 28 24 20 33 23 20 22 25 20 20 25 28 49 40 20 20 2172 24 174 20 28 52
internal_value=0 5.56639e-05 -3.21781e-05 7.95933e-05 -1.97497e-05 -0.00753824 4.84824e-05 0.00010406 3.53405e-05 9.78764e-05 2.22939e-05 9.77524e-05 0.00217316 0.00117576 -0.00853298 0.0031004 0.0127051 0.000725613 -0.00101755 0.000913174 -0.001093 0.00130114 -0.000140557 -0.00700667 -3.08307e-05 0.00233019 0.00318975 0.00169336 -0.00283132 -0.00775461
internal_weight=0 3089 3067 3022 3000 45 2976 2954 2924 2896 2872 2835 292 272 45 227 45 182 162 137 117 89 2543 40 2503 331 307 274 100 72
internal_count=3121 3089 3067 3022 3000 45 2976 2954 2924 2896 2872 2835 292 272 45 227 45 182 162 137 117 89 2543 40 2503 331 307 274 100 72
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=31
num_cat=0
split_feature=1426 1425 156 2 12 155 0 0 401 4 4 49 51 128 31 10 3 12 3 12 13 483 4 52 1210 47 3 403 12 160
split_gain=0.0873055 0.10403 0.156245 0.201204 0.147232 0.295105 0.113317 0.393179 0.302651 1.21325 0.415967 0.348516 0.30701 0.289324 0.289188 0.416771 0.325031 0.293075 0.527645 0.39375 0.384722 0.377343 0.401215 0.641247 0.534243 0.339351 0.287992 0.280837 0.276002 0.360908
threshold=-0.10090499999999998 0.10034500000000002 0.11582500000000001 0.12299 0.095565000000000011 0.11378500000000001 -0.079119999999999982 -0.079829999999999998 0.080710000000000018 -0.079164999999999985 -0.58204499999999992 -0.14811499999999997 0.15466000000000005 0.092940000000000009 -0.067479999999999984 -1.0000000180025095e-35 0.30112000000000005 0.092255000000000018 -0.045649999999999989 0.090345000000000023 -0.055129999999999992 -0.06916499999999999 -0.081224999999999978 -0.037344999999999996 -0.065959999999999977 0.097480000000000011 -0.088084999999999983 -1.0000000180025095e-35 0.11472500000000001 -0.061284999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 7 -2 10 -10 -8 -12 13 14 -13 -16 17 19 21 -17 -21 -19 23 -23 -24 28 -15 -9 29 -26
right_child=1 -3 3 -5 -6 -7 8 27 9 -11 11 12 -14 26 15 16 -18 18 -20 20 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0064260647327284374 0.00010703666004548888 -0.0067439020044453768 -0.0028658696328816209 0.012948016584850848 -0.004398071002931549 0.013334301452745091 0.012551034707576037 0.0017629297859966756 -0.028211413081735373 -4.6184642168764891e-05 -0.01384043806931004 0.0070210494386265063 0.01117398824796758 -0.0032574988193000143 -0.011912535861330599 -0.0024001602298458825 0.011397937741130591 -0.0087952502356428239 -0.014582361954608528 -0.0030688803653571416 -0.0215660210840566 -0.0016560162976384165 -0.014091238743909027 0.020378399161355837 -0.0050929430639371281 -0.010854541771113873 0.010723055624289483 0.0169072448159568 0.010801220828822504 0.0037075958302499492
leaf_weight=21 1883 23 23 20 26 22 24 25 20 65 20 40 22 23 38 263 20 36 23 22 23 25 23 28 63 20 41 24 36 179
leaf_count=21 1883 23 23 20 26 22 24 25 20 65 20 40 22 23 38 263 20 36 23 22 23 25 23 28 63 20 41 24 36 179
internal_value=0 -4.35314e-05 6.55258e-06 0.00408846 0.00159281 0.00505421 -0.000117846 0.000337162 -0.000951883 -0.0066733 -0.000450005 -0.00078019 -0.000497806 -0.000782169 -0.00127655 -0.00169194 -0.00118159 -0.00152111 0.00015619 -0.00387914 -0.012523 0.000982987 0.00192421 0.00998481 0.00059333 0.0017267 0.00569879 0.00918055 0.00263183 0.00141655
internal_weight=0 3100 3077 91 71 45 2986 1932 1054 85 969 945 925 903 839 799 761 741 433 308 45 410 374 53 321 298 64 49 278 242
internal_count=3121 3100 3077 91 71 45 2986 1932 1054 85 969 945 925 903 839 799 761 741 433 308 45 410 374 53 321 298 64 49 278 242
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=31
num_cat=0
split_feature=402 133 403 4 133 401 133 16 403 401 43 1446 0 12 52 42 480 12 159 480 480 402 42 159 42 1 0 1419 3 484
split_gain=0.0922637 0.510993 0.649382 0.283284 0.26265 0.605766 0.295557 0.450671 0.260736 0.156369 0.359707 0.175337 0.337364 0.453186 0.476808 0.530636 0.46797 0.382689 0.383466 0.22773 0.177328 0.173126 0.178261 0.25008 0.284557 0.351357 0.355438 0.299145 0.345957 0.974412
threshold=0.095250000000000015 0.11269500000000002 -0.22642499999999996 -0.58204499999999992 -0.062749999999999986 0.12006000000000001 -0.13941499999999998 -0.078844999999999985 0.26430000000000003 0.10947000000000001 -0.53814999999999991 0.037915000000000011 -0.082844999999999988 0.086850000000000024 0.11639500000000001 0.085730000000000015 0.085285000000000014 0.089300000000000004 -0.069389999999999993 1.0000000180025095e-35 -0.086154999999999982 0.090045000000000014 -0.093284999999999993 0.09599000000000002 0.087745000000000004 0.13707500000000003 -0.046359999999999991 0.086325000000000013 -0.0049599999999999991 0.087020000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 8 -8 -4 10 -5 20 13 14 15 -13 -15 19 -19 -14 -12 22 -22 24 27 26 -26 28 -24 -30
right_child=1 -3 4 9 5 -7 7 -9 -10 -11 11 12 17 16 -16 -17 -18 18 -20 -21 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.010758219555020333 0.019589820140126078 -0.012698113989211958 0.0032165911880188756 0.013374269101186657 -0.015065231208724003 0.0061176672940038979 0.018363767549661653 -0.00052797783814046697 -0.0091275567061860456 -0.0071301710791885856 -0.0094790517308172735 0.00029085117969841057 -0.01554484696049864 0.025322014004923406 -0.0095028665585063961 0.018267050141002984 0.0044066968657400299 -0.006613114968474422 0.01100576110649854 -0.0010965849249623715 0.0024557371966770687 -0.0076791001934437986 -0.0028899863214668121 0.0024672610912858882 0.00061215612248162422 -0.010349891616648099 0.0092244002842702538 0.0081958481545249626 0.0021680631110575633 -0.020584003059193494
leaf_weight=25 22 22 77 20 27 27 28 23 22 31 21 52 24 20 27 24 23 21 30 20 236 31 945 263 611 27 52 30 320 20
leaf_count=25 22 22 77 20 27 27 28 23 22 31 21 52 24 20 27 24 23 21 30 20 236 31 945 263 611 27 52 30 320 20
internal_value=0 0.00185059 0.00326684 -0.000159745 0.00150651 -0.00447378 0.00365942 0.00984396 0.000473447 -6.67103e-05 1.10203e-05 -8.45338e-05 0.00249394 0.00551199 0.00191219 0.00596755 0.0141348 -0.00214432 0.00375093 -0.00897746 -0.000327653 -0.000251843 -0.000159892 -0.000432065 -0.000812375 0.000832245 0.00128763 -0.00167533 -0.00190579 0.000829706
internal_weight=0 248 226 2873 204 54 150 51 99 2848 2817 2797 241 146 103 76 43 95 51 44 2556 2535 2504 2268 2005 690 663 1315 1285 340
internal_count=3121 248 226 2873 204 54 150 51 99 2848 2817 2797 241 146 103 76 43 95 51 44 2556 2535 2504 2268 2005 690 663 1315 1285 340
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=31
num_cat=0
split_feature=153 447 147 49 147 447 1 148 1375 151 151 42 133 15 97 9 33 8 14 43 11 16 41 11 0 2 158 0 1453 1446
split_gain=0.093792 0.153782 0.231576 0.305597 0.121719 0.213662 0.209708 0.131039 0.167981 0.161636 0.514888 0.438354 0.363314 0.446606 0.209909 0.215267 0.164575 0.185382 0.158129 0.354967 0.353638 0.953383 0.316913 0.271258 0.226794 0.284344 0.22778 0.394229 0.192335 0.344832
threshold=0.086100000000000024 0.10326500000000001 0.096620000000000011 -0.045154999999999994 0.089365000000000014 0.086195000000000008 0.099660000000000012 -0.085409999999999986 -0.24467499999999998 0.084350000000000008 0.009020000000000002 0.090835000000000013 0.087285000000000015 -0.026084999999999994 -0.084074999999999983 -0.08619499999999998 0.088310000000000013 0.091215000000000004 0.062655000000000016 -0.52440999999999993 0.076920000000000002 -0.080954999999999985 0.079395000000000007 -0.011194999999999998 0.14486500000000005 0.10613000000000002 0.11817500000000002 -0.082619999999999985 -0.095239999999999991 0.086550000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 -6 -1 -9 10 14 12 13 -11 -10 -16 17 18 19 -17 21 -20 -22 -21 26 -26 28 -28 -25 -30
right_child=-2 -3 3 -5 6 -7 -8 8 9 11 -12 -13 -14 -15 15 16 -18 -19 20 23 22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.0069151583990013157 -0.0063622788161687236 -0.0082837035076491622 -0.00029831558155516785 0.016438776142895222 -0.0097254010171375499 0.010390330799855293 0.0027134590174840846 0.0075279105346029015 0.008483641687780619 0.015211870460568565 -0.012360753307995551 0.016820343623736075 -0.01105396525003016 -0.0034476784571748353 -0.0097027610400286721 -0.012499746572310953 -0.0090253725578077135 0.0092215027429946618 0.0038686554286290302 0.011857416824204848 0.0089734794778956305 -0.025919722268978759 -0.0074059711103992808 -0.0092482407496351279 0.011264834531511253 -0.0034008017973974347 0.017478541166055947 0.0010432178603002318 -0.00036060691539891603 0.0047374443170872145
leaf_weight=27 23 22 24 20 33 20 23 30 29 23 34 21 20 29 23 22 20 22 22 20 27 21 21 23 39 20 20 54 2248 141
leaf_count=27 23 22 24 20 33 20 23 30 29 23 34 21 20 29 23 22 20 22 22 20 27 21 21 23 39 20 20 54 2248 141
internal_value=0 4.72345e-05 0.000106819 0.00730945 2.29483e-06 8.92092e-05 -0.00461658 1.95128e-05 8.34378e-05 6.39943e-06 -0.000129539 0.00410794 0.000400153 0.00480558 2.04832e-05 -6.89925e-05 1.24696e-05 7.94165e-05 4.31351e-06 0.000148433 -0.0040928 -0.0106792 0.00180747 0.000256917 0.000165754 0.00629343 2.0326e-05 0.0054852 -0.000147336 -5.97173e-05
internal_weight=0 3098 3076 44 3032 2976 56 2956 2929 2899 2806 93 72 52 2772 2743 2720 2700 2678 2587 91 43 48 2565 2545 59 2486 74 2412 2389
internal_count=3121 3098 3076 44 3032 2976 56 2956 2929 2899 2806 93 72 52 2772 2743 2720 2700 2678 2587 91 43 48 2565 2545 59 2486 74 2412 2389
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=31
num_cat=0
split_feature=48 48 160 160 150 48 48 4 1443 457 48 13 48 48 13 0 150 15 1452 51 16 13 157 51 12 0 12 483 3 483
split_gain=0.0848753 0.49583 0.282584 0.348172 0.262269 0.280027 0.246692 0.81483 0.409944 0.204863 0.211194 0.422612 0.314911 0.606276 0.479329 0.306749 0.327911 0.285153 0.193777 0.206115 0.477086 0.395497 0.36719 0.193397 1.74057 0.428321 0.473401 0.231425 0.333679 0.234698
threshold=0.096085000000000018 0.097500000000000017 0.12231000000000002 0.022560000000000004 -0.086544999999999983 0.10255000000000002 0.093265000000000015 -0.0092149999999999992 0.092480000000000021 0.3138450000000001 0.087555000000000008 -0.0021749999999999994 0.083685000000000009 0.084855000000000014 -0.023499999999999997 -0.10836499999999999 0.085825000000000012 -0.094329999999999983 0.11815000000000002 0.10876000000000001 -0.040964999999999994 -0.084869999999999987 -1.0000000180025095e-35 0.078435000000000019 0.083310000000000009 -0.07929499999999999 0.087625000000000022 0.10761000000000003 -0.077774999999999983 0.10200000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -6 8 -8 9 10 12 15 18 -14 -15 -12 -17 -16 19 23 21 -21 -22 27 -25 26 -26 29 -29 -1
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 11 -13 13 14 17 16 -18 -19 -20 20 22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-9.3691175408048243e-05 0.016408768486941144 0.010265121422708036 -0.010974314408376814 0.011899669332030629 0.0070836394093930725 -0.002577737012373594 -0.021902625546568917 0.0050700873058910174 0.013543056819418614 0.0096770043795307483 -0.018945551849901678 0.0042292627006224014 0.021089352369308475 0.013082864251919091 -0.011365351697000174 -0.010407588765901025 0.0037176544536594992 0.0037504639670563247 -0.0095981853336773136 0.010390585974197496 0.0012994454020545596 -0.0053194275279766171 0.018662326230571191 -0.024033592199151771 0.017928396191340512 -0.0054151008016474194 0.0001145048047016774 -0.015716517813827682 -0.00079413597677769363 0.0098510088243832193
leaf_weight=2122 21 23 20 28 36 180 21 24 22 21 20 41 20 24 26 42 27 24 22 22 21 59 29 33 26 42 35 23 43 24
leaf_count=2122 21 23 20 28 36 180 21 24 22 21 20 41 20 24 26 42 27 24 22 22 21 59 29 33 26 42 35 23 43 24
internal_value=0 0.00157599 0.000490664 0.00134946 0.000113457 -0.000967508 -0.000172558 -0.00751718 -5.31546e-05 -0.000162083 -0.000237907 -0.00417118 -4.08643e-05 0.00564136 0.00146623 -0.00804105 -0.00488032 -0.00410976 -0.00025443 -0.000171509 0.00368887 -0.00105251 0.0113699 -0.000386888 -0.00404704 0.00235642 0.00770731 -0.000161852 -0.00599436 1.75263e-05
internal_weight=0 308 287 267 239 216 2813 45 2768 2746 2725 130 2595 94 74 89 69 50 2501 2479 131 81 50 2348 136 103 61 2212 66 2146
internal_count=3121 308 287 267 239 216 2813 45 2768 2746 2725 130 2595 94 74 89 69 50 2501 2479 131 81 50 2348 136 103 61 2212 66 2146
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=31
num_cat=0
split_feature=40 12 121 11 147 52 16 159 132 16 16 51 481 43 3 42 1 39 402 52 12 128 52 160 3 42 42 4 13 48
split_gain=0.0898086 0.134845 0.137878 0.14084 0.123557 0.127613 0.49156 0.448244 0.411017 0.409266 0.795543 0.541381 0.394522 0.35139 0.475222 0.345782 0.301183 0.308424 0.274828 0.274401 0.464725 0.275132 0.271296 0.263568 0.294271 0.256205 0.227975 0.219196 0.302024 0.256755
threshold=-0.23755499999999996 0.14786000000000002 -0.078059999999999977 -0.011194999999999998 0.10784000000000001 0.10024500000000001 0.064860000000000015 -0.032739999999999991 -0.083919999999999981 -0.039889999999999988 -0.046599999999999996 0.10736500000000002 -0.084744999999999987 -0.11008499999999999 -0.087614999999999985 0.087195000000000009 0.15170500000000001 -1.0000000180025095e-35 -0.43418999999999991 0.092965000000000006 0.09320500000000001 0.11170500000000001 0.092320000000000013 -0.52800499999999995 -0.073884999999999992 -0.076394999999999977 0.10755000000000002 0.076415000000000025 -0.086254999999999984 0.088735000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 16 8 -8 -7 10 13 12 -11 -10 25 -14 17 -5 -16 21 -21 22 -19 -17 -25 -15 27 29 -29 -20
right_child=1 -3 3 4 -6 6 7 -9 9 11 -12 -13 15 14 18 23 -18 19 26 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.005270430070231669 0.0078931669836906204 -0.0073690631464123739 -0.0076822039535424371 -0.010568773259337132 -0.007635045131402356 0.010978196289700766 -0.00243459804052556 -0.021914471100483623 0.0090434413469795676 0.013078806650909512 -0.021309865024787461 0.018235335210781724 -0.012795178899118168 -0.0035257119266316294 -0.010585117412524091 0.011307135163806379 0.010695257789588401 0.00046992347673185378 -0.001102666207966481 -2.7475005166756139e-05 0.017839723718740666 -0.0074491708782380046 -0.010949633087563727 -0.0068757456148088704 0.0074606745432406162 -0.01858037867798255 0.0097585485655475746 -0.0014408120093867185 0.011386940030959147 -0.01170030358921865
leaf_weight=32 22 25 24 26 21 30 27 21 28 22 22 21 22 20 27 20 28 2228 108 37 24 46 21 41 22 26 22 50 29 29
leaf_count=32 22 25 24 26 21 30 27 21 28 22 22 21 22 20 27 20 28 2228 108 37 24 46 21 41 22 26 22 50 29 29
internal_value=0 -5.45982e-05 5.08251e-06 -5.19648e-05 8.71306e-06 6.22729e-05 -0.00125991 -0.010957 -0.000396347 -0.00106675 -0.00288236 0.00336185 0.000902455 -0.00168647 -0.00265251 -0.00164878 0.000384316 0.000263113 -0.00102387 0.000382649 0.00700224 0.000206704 0.000363294 0.00130569 -0.00186938 -0.0120349 6.08066e-05 -0.000926926 0.00326811 -0.00334596
internal_weight=0 3089 3064 3042 3018 2997 587 48 539 509 361 148 127 339 311 105 2410 2382 265 2356 61 2295 2249 83 63 46 238 216 79 137
internal_count=3121 3089 3064 3042 3018 2997 587 48 539 509 361 148 127 339 311 105 2410 2382 265 2356 61 2295 2249 83 63 46 238 216 79 137
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=31
num_cat=0
split_feature=1451 1451 1453 1453 13 1452 1453 50 12 50 50 160 43 447 147 49 13 2 151 2 13 0 3 1427 12 9 1 30 2 15
split_gain=0.0938113 0.272107 0.129361 0.304649 0.233085 0.138584 0.13627 0.136286 0.272727 0.126782 0.326804 0.20156 0.220601 0.151872 0.189083 0.24535 0.225298 0.291604 0.304282 0.44342 0.28442 0.722662 0.225313 0.216603 0.207278 0.205442 0.353151 0.286676 0.245184 0.427822
threshold=0.089825000000000002 0.081365000000000007 -0.079499999999999987 -0.065549999999999983 -0.085669999999999982 0.087420000000000012 -1.0000000180025095e-35 0.13997500000000004 0.10193000000000001 -0.23848499999999997 -1.0000000180025095e-35 -0.061284999999999992 -0.03898999999999999 0.10326500000000001 0.096620000000000011 -0.045154999999999994 -0.23438999999999996 0.10045500000000002 -0.0033899999999999994 0.13501500000000002 -0.15416999999999995 -0.15599999999999997 0.31370500000000007 0.088585000000000011 -0.040564999999999997 -0.085894999999999985 0.14804000000000003 0.087590000000000015 0.14285500000000004 -0.028889999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -5 9 -9 11 -11 -8 -13 14 16 -16 17 22 -19 -20 21 -18 -12 25 -21 27 28 -22 -27 -30
right_child=-2 -3 3 6 5 -7 7 8 -10 10 13 12 -14 -15 15 -17 20 18 19 24 23 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0024567561464444287 0.005303496613421224 -0.011138355727730828 -0.0092229649709123698 0.0067374330448607611 0.014464931812306698 0.0031077676408347629 -0.0027006214967480414 -0.014090991234406831 0.002423471831716597 -0.0099560468499972077 0.016552981564130348 0.014257429828956867 0.00028793550562113525 -0.0084176389677893555 -0.00034573866337861707 0.014798527285456659 0.0044893736041904915 0.01043913995474577 -0.01127843105205102 0.010202404540032149 -0.015399675461507979 -0.022071045464836063 0.0024350679107010367 0.0063801628729218953 -0.0032740471640690452 -0.00038220184413813307 0.011081815409540598 0.0011237993171172482 0.012258017532294616 -0.004417844630777836
leaf_weight=31 33 22 36 30 22 21 27 20 20 33 26 26 20 21 23 20 21 25 32 25 21 20 20 51 21 2340 28 21 40 25
leaf_count=31 33 22 36 30 22 21 27 20 20 33 26 26 20 21 23 20 21 25 32 25 21 20 20 51 21 2340 28 21 40 25
internal_value=0 -5.6676e-05 2.28403e-05 -7.93128e-05 0.00415314 0.00891841 3.20443e-05 -3.67054e-05 -0.00583376 4.36418e-05 -6.313e-05 0.00415802 0.00818374 5.43039e-05 0.000118788 0.00669811 1.46232e-05 0.00379498 0.000838581 -0.00223852 -0.000204806 -0.00846693 0.0104148 -7.07015e-05 0.00405011 -0.000203628 -8.39239e-05 -0.00713794 -0.00021392 0.00584422
internal_weight=0 3088 3066 2992 74 43 2956 2926 40 2886 2813 73 46 2780 2759 43 2716 149 103 78 2567 41 46 2526 46 2475 2433 42 2405 65
internal_count=3121 3088 3066 2992 74 43 2956 2926 40 2886 2813 73 46 2780 2759 43 2716 149 103 78 2567 41 46 2526 46 2475 2433 42 2405 65
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=31
num_cat=0
split_feature=448 0 0 1429 12 12 146 1374 48 48 48 51 13 151 1446 3 1419 40 12 1374 43 1375 133 48 48 457 12 0 0 15
split_gain=0.0878587 0.157467 0.254623 0.182751 0.323795 0.289586 0.18052 0.163135 0.181289 0.371806 0.202963 0.851586 0.435493 0.719483 0.353755 0.568575 0.278237 0.249404 0.220426 0.201809 0.469609 0.200033 0.453823 0.220695 0.460347 0.72604 0.541269 0.311424 0.292447 0.268151
threshold=0.068920000000000023 -0.26343999999999995 -0.23811499999999999 -0.08262499999999999 0.085355000000000014 0.091715000000000005 0.084720000000000004 -0.41674499999999998 0.096085000000000018 0.097500000000000017 0.088735000000000022 0.10501000000000001 -0.0072999999999999992 -0.010154999999999999 0.111445 -0.078584999999999988 0.098075000000000009 -0.072979999999999975 0.088930000000000023 0.086000000000000007 -0.084999999999999978 -0.080114999999999978 0.087035000000000015 0.087380000000000013 0.083685000000000009 0.080930000000000016 -0.089199999999999988 -0.17169499999999996 -0.15931499999999996 0.083195000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -5 10 -10 14 12 17 -14 16 -16 19 -12 -19 21 -21 22 -9 24 27 -26 -27 -23 -29 -30
right_child=-2 2 3 6 5 -7 -8 8 9 -11 11 -13 13 -15 15 -17 -18 18 -20 20 -22 23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.0069135191398813876 -0.006606649543973617 -0.010082130044698717 0.01320377602563079 -0.0089217883002545156 -0.0093697893104399549 0.0063850885506586312 0.0091650899455306082 -0.018042225874960422 0.015509125646203756 0.0013417014789088551 0.0048202648331061937 -0.022570677048393661 0.018901690778632962 -0.0067795413359999657 0.020649061990635736 -0.002355135100978342 -0.01098420776737233 -0.012051751733683475 2.8571560624581963e-05 0.018030319293029607 -0.0013890030155325253 0.0076301041631571323 0.0027710968967188492 -0.0095223912429064517 0.019354810100048782 0.01040223799633247 -0.011292671652146332 -0.01254947485169396 -0.0014569445718415801 0.00076985180054420742
leaf_weight=33 20 25 29 21 20 28 21 20 20 251 20 21 24 20 21 22 24 44 23 20 33 48 22 25 31 23 23 20 1141 1028
leaf_count=33 20 25 29 21 20 28 21 20 20 251 20 21 24 20 21 22 24 44 23 20 33 48 22 25 31 23 23 20 1141 1028
internal_value=0 4.26098e-05 -3.12951e-05 5.12783e-05 0.00486099 -0.000179444 -7.3586e-05 -0.000139465 -7.63904e-05 0.00238727 -0.000328049 -0.00387598 -0.000879121 0.0072284 -0.000112421 0.00887947 -0.000269725 -0.00497948 -0.00790478 -0.000164077 0.00593904 -0.000299929 -0.00714001 -0.000177106 -7.61415e-05 0.00752622 -0.000445217 -0.000337823 -0.000512543 -0.000401552
internal_weight=0 3101 3068 3043 77 48 2966 2945 2924 271 2653 152 131 44 2501 43 2458 87 67 2434 53 2381 42 2339 2314 77 46 2237 2189 2169
internal_count=3121 3101 3068 3043 77 48 2966 2945 2924 271 2653 152 131 44 2501 43 2458 87 67 2434 53 2381 42 2339 2314 77 46 2237 2189 2169
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=31
num_cat=0
split_feature=1416 1425 156 2 1 1 1 1 3 1455 0 1 1444 160 150 0 3 1456 148 52 3 3 3 1213 1213 0 3 48 12 12
split_gain=0.0898691 0.176453 0.133457 0.149064 0.260448 0.116014 0.10522 1.14924 0.657611 0.533986 0.45337 0.360954 0.352067 0.290906 0.254162 0.223943 0.617517 0.23511 0.333088 0.249253 0.464142 1.54832 1.82256 0.55513 0.472865 0.393664 0.404777 0.33045 0.348704 0.449184
threshold=1.0000000180025095e-35 0.10340000000000001 0.11659000000000001 0.11474000000000002 0.10022000000000002 0.10672000000000002 0.077565000000000009 0.079415000000000013 0.10732000000000001 0.10655000000000002 -0.14920999999999998 0.081315000000000012 -0.081774999999999987 -0.53327999999999987 -0.090724999999999986 -0.23811499999999999 0.10893000000000001 -0.071109999999999993 0.069020000000000012 -0.16675999999999999 -0.078724999999999976 -0.081234999999999988 -0.080564999999999984 -0.021674999999999996 0.058610000000000009 -0.057069999999999989 -0.075944999999999985 0.14174500000000004 0.094375000000000014 -0.010834999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 8 -8 10 11 -1 -9 -13 -14 -12 16 -15 -17 19 25 21 24 -23 -22 -21 26 -19 28 29 -25
right_child=-2 -3 3 -5 5 -7 7 9 -10 -11 14 12 13 15 -16 17 -18 18 -20 20 23 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.014615219661399073 0.0051131344496217722 -0.0084234951175749303 -0.0071155959289804427 0.010978545519438658 0.010911649727748465 0.00049782428424805403 -0.022437639099856219 0.011765280681783738 -0.017135162341097989 0.013304864887946419 0.011673671021126212 0.012290663113817574 -0.011549958217745791 -0.021103064503986389 0.00032806678420776211 0.0073823099128074113 0.0010414934224065612 0.0075821369513869282 0.011088859002389338 0.00070570781201633901 0.01547699826053129 -0.042395877063972881 -0.0062366889379716116 -0.00057536254193633473 -0.014179472451138757 -0.010860961613925323 -0.0079788162640397793 -0.012088247681967916 -0.0046081852316806312 0.0056457560398189234
leaf_weight=23 34 25 23 22 23 20 24 23 21 28 20 20 26 20 1548 36 34 35 23 296 26 20 46 271 23 63 32 20 93 203
leaf_count=23 34 25 23 22 23 20 24 23 21 28 20 20 26 20 1548 36 34 35 23 296 26 20 46 271 23 63 32 20 93 203
internal_value=0 -5.63157e-05 1.19989e-05 0.00384993 0.00147372 0.00606801 -0.000101565 -0.000748668 0.000445181 -0.000359628 0.000677229 -0.000651693 -0.000873597 -0.0010814 0.000472781 -0.000862074 -0.00716019 -0.000575555 -0.000824454 -0.00106737 -0.000530864 -0.00325206 -0.017194 0.00117821 -0.000367518 -0.00518606 0.00015004 0.000544871 0.000990483 0.00208896
internal_weight=0 3087 3062 88 66 43 2974 1362 1612 1338 1591 1310 1287 1267 1568 1241 54 1187 1151 1128 998 385 66 613 319 130 67 587 567 474
internal_count=3121 3087 3062 88 66 43 2974 1362 1612 1338 1591 1310 1287 1267 1568 1241 54 1187 1151 1128 998 385 66 613 319 130 67 587 567 474
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=31
num_cat=0
split_feature=1213 1211 401 133 128 38 394 38 11 124 376 376 44 1452 39 3 39 15 374 9 10 40 40 0 3 2 1 4 1 2
split_gain=0.0935765 0.118024 0.232753 0.247861 0.140007 0.208 0.147451 0.127181 0.168631 0.114819 0.23496 0.191199 0.191779 0.215316 0.159493 0.458416 0.358958 0.313177 0.265541 0.303944 0.204178 0.418041 0.375198 0.226243 0.179426 0.474174 0.617236 0.307759 0.504091 0.584279
threshold=0.39818500000000007 0.11671000000000002 -0.13200999999999999 0.51279500000000011 0.11876500000000001 0.11100500000000002 -0.15150999999999998 0.091770000000000004 -0.011194999999999998 0.08919500000000001 0.088235000000000008 0.086100000000000024 0.10049500000000001 0.11815000000000002 0.094095000000000026 -0.013929999999999998 0.090455000000000021 -0.090644999999999989 0.086450000000000013 -0.085744999999999988 -1.0000000180025095e-35 -0.082829999999999973 -0.077714999999999992 0.14486500000000005 -0.0049599999999999991 0.079055000000000014 0.080000000000000016 -0.011559999999999999 0.10254500000000001 0.093320000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 8 -8 10 11 12 13 14 16 17 18 -16 19 -10 22 -22 -21 24 -23 -26 -27 28 29 -28
right_child=-2 -3 4 -5 -6 -7 7 -9 9 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 20 21 23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.015328747611492872 0.0048676644450237156 -0.0061030761695292316 -0.0074787672057195949 0.0013735306735283563 0.0060820710741811331 -0.010355526405619458 -0.0090504175318138948 0.0064227814661959801 0.011030405046991432 -0.0045400568970113192 0.0068266774984076621 -0.0098322639195248494 -0.0089189024486889448 -0.010026779868418262 0.011019659812816164 -0.012613579731098274 0.013617954421788453 -0.0060532750739228161 -0.0096959008697282394 -0.016760792767163368 0.010859169208167777 -0.0003413184654468124 -0.0003545818334121419 0.0069467274530325088 -0.011416058902007838 0.016107256236401472 0.0092881558576553332 -0.00093979384923087699 0.015929581694003634 -0.0084418776794336747
leaf_weight=20 39 32 27 35 36 20 21 30 26 56 50 20 24 21 22 36 20 21 27 20 37 2046 46 48 24 33 41 175 34 34
leaf_count=20 39 32 27 35 36 20 21 30 26 56 50 20 24 21 22 36 20 21 27 20 37 2046 46 48 24 33 41 175 34 34
internal_value=0 -6.1596e-05 1.78999e-06 0.00644816 -0.000116591 -0.000192005 -0.000122842 -5.46382e-05 -0.000122064 -5.65295e-05 3.29812e-05 -9.03164e-05 -1.90773e-05 5.97113e-05 0.000138453 -0.00428829 0.000272392 0.00268171 0.000169377 0.000273262 0.000163063 0.00030962 -0.00532616 0.000149319 1.26304e-05 0.00213632 0.00316237 0.00165821 0.00582932 0.00125054
internal_weight=0 3082 3050 55 2995 2959 2939 2912 2882 2861 2805 2755 2735 2711 2690 79 2611 43 2591 2564 2538 2472 66 2435 2387 341 317 284 109 75
internal_count=3121 3082 3050 55 2995 2959 2939 2912 2882 2861 2805 2755 2735 2711 2690 79 2611 43 2591 2564 2538 2472 66 2435 2387 341 317 284 109 75
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=31
num_cat=0
split_feature=52 1 1426 1425 4 155 1 0 155 0 4 1444 12 16 52 8 16 160 151 16 0 47 2 15 133 0 150 15 52 13
split_gain=0.0899909 0.152376 0.137101 0.223423 0.15958 0.461292 0.673259 0.921591 0.194586 0.185459 0.283265 0.144456 0.146986 0.387245 0.304766 0.286666 0.212039 0.359123 0.351699 0.319899 0.844588 0.248529 0.3429 0.435136 0.207911 0.212629 0.365736 0.216905 0.203352 0.260518
threshold=-0.56176499999999996 0.099660000000000012 -0.094284999999999994 0.089180000000000009 -0.49405499999999997 0.081515000000000018 0.085110000000000005 0.11070500000000001 0.11378500000000001 0.18019500000000002 -0.39518999999999993 -0.082369999999999985 -0.11019 -0.43320999999999993 -0.070154999999999981 0.091215000000000004 -0.44310499999999992 0.096485000000000015 0.043560000000000008 -0.16927999999999996 -0.14116499999999996 0.083875000000000019 0.10672500000000001 -0.11033999999999998 0.087720000000000006 -0.15090499999999998 0.11614000000000001 -0.14147499999999996 0.12445000000000002 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 -4 9 10 -6 -12 13 -13 -15 16 17 18 24 20 -18 22 -22 -24 25 26 27 -14 29 -27
right_child=2 -3 3 -5 8 -7 -8 -9 -10 -11 11 12 15 14 -16 -17 19 -19 -20 -21 21 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0011205527691968851 0.0081710167508572337 0.0082106865902564358 -0.021973669458099684 -0.010670225992798807 0.0097195675441374384 -0.017587077990174293 0.012944381684064865 0.0048308371421720451 0.0083632166763501509 -0.0096096808277070529 0.0057723107637208332 -0.0042308383915377291 0.0029252776515579994 -0.00036888865996962013 0.014289761698376891 -0.011642913869582118 -0.023648208885320599 0.013240223424509168 0.012193097485802495 -0.00019488651432742466 0.0075277139026767165 -0.011872026298660784 0.003270058640567907 -0.015148315453173026 0.0056706792613345283 -0.0027878087541709346 0.011991654218096908 -0.0094599578368405879 0.0025967457930424383 -0.016765953041613102
leaf_weight=35 20 35 23 20 30 20 25 29 28 20 42 38 31 23 37 22 21 28 26 2285 39 20 29 23 47 30 24 26 21 24
leaf_count=35 20 35 23 20 30 20 25 29 28 20 42 38 31 23 37 22 21 28 26 2285 39 20 29 23 47 30 24 26 21 24
internal_value=0 0.00354507 -8.13355e-05 -0.000135789 -6.58155e-05 -0.004056 -0.000541436 -0.007025 6.70081e-05 -1.34818e-05 5.3484e-05 -4.87665e-05 -0.00013627 0.00366801 0.00867061 -0.000274556 -0.000181025 0.00254984 0.00124271 -0.000471397 -0.00525797 -0.00177873 0.000439575 -0.00487653 -0.000159799 -0.00191642 0.0016361 -0.00272413 -0.00575314 -0.00900032
internal_weight=0 70 3051 3031 3011 97 77 52 2914 2886 2866 2836 2794 98 60 2696 2674 257 229 2417 132 111 91 52 203 156 81 57 75 54
internal_count=3121 70 3051 3031 3011 97 77 52 2914 2886 2866 2836 2794 98 60 2696 2674 257 229 2417 132 111 91 52 203 156 81 57 75 54
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=31
num_cat=0
split_feature=45 3 11 104 97 4 43 43 43 1375 11 15 159 159 151 1454 14 34 15 2 13 1443 376 151 160 1447 12 1447 1453 1348
split_gain=0.0999792 0.117435 0.361745 0.142862 0.122911 0.0955725 0.104598 0.367743 0.426131 0.366549 0.284264 0.33071 0.296297 0.364979 0.330499 0.322187 0.364454 0.310049 0.369545 0.36339 0.308053 0.283359 0.305101 0.279998 0.279675 0.265755 0.770043 0.646238 0.335474 0.297338
threshold=-0.067109999999999989 0.63141500000000017 -0.014494999999999999 0.077525000000000011 -0.086244999999999988 -0.55119499999999988 -0.081779999999999978 -0.08231999999999999 -0.08287499999999999 -0.15308499999999997 0.099410000000000012 -0.41396999999999995 0.097495000000000012 0.10600500000000002 -0.10007499999999998 0.097395000000000023 -0.23960999999999996 -0.010024999999999997 -0.23141499999999995 0.14122000000000004 -0.023499999999999997 0.086900000000000019 0.084195000000000006 -0.089594999999999994 -0.013904999999999999 -0.085709999999999995 0.083815000000000014 -0.084549999999999986 -0.064249999999999988 0.084620000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 9 -7 11 -8 14 -14 -13 16 -16 -18 -19 23 -21 22 -11 -20 -9 26 -25 -27 -29 -30
right_child=1 -3 3 -5 5 6 10 24 -10 21 -12 12 13 -15 15 -17 17 18 19 20 -22 -23 -24 25 -26 27 -28 28 29 -31
leaf_value=-0.006876686242009912 0.013178537950097097 -0.0072335672564804556 0.0073557336349040275 -0.0072331009035999025 -0.005506170462186058 0.013199963527889245 -0.0056796064553408894 0.002007988265831955 -0.010245665380997318 -0.00013052873790447874 0.011275253214296841 -0.0079590039446198382 0.013648259383626283 0.0015737678645097693 0.012466104668767556 -0.010012571505186233 0.011871168132693996 -0.012944109567805477 0.011331002763472499 0.0010833839476108553 0.017512413735191027 0.011576862226280829 0.0098539746424648918 0.019149121183615465 0.018731484916061164 -0.018279380497655699 -0.0021422342843927292 -0.01074688291810162 -0.00019915449467279057 -0.010425016617980497
leaf_weight=21 21 22 23 27 31 24 113 20 35 702 21 57 32 115 23 33 21 23 20 25 21 23 32 26 20 21 49 32 1459 29
leaf_count=21 21 22 23 27 31 24 113 20 35 702 21 57 32 115 23 33 21 23 20 25 21 23 32 26 20 21 49 32 1459 29
internal_value=0 4.6584e-05 9.86189e-05 8.76664e-06 7.32981e-05 1.75961e-05 7.51353e-05 0.00100812 0.000549221 0.00103299 -0.000301581 -0.000417404 -0.000117994 0.00420223 -0.00046333 -0.000223569 -3.88712e-05 -0.000205508 -0.000354253 -0.000182096 0.00858359 0.000647244 0.000304763 -0.000428564 0.0103697 -0.000574104 0.00523877 -0.000857014 -0.000616311 -0.000398449
internal_weight=0 3100 3078 3057 3030 3007 2976 856 816 781 2120 2099 1986 147 1839 1782 1749 1726 1705 1682 46 757 734 1636 40 1616 75 1541 1520 1488
internal_count=3121 3100 3078 3057 3030 3007 2976 856 816 781 2120 2099 1986 147 1839 1782 1749 1726 1705 1682 46 757 734 1636 40 1616 75 1541 1520 1488
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=31
num_cat=0
split_feature=133 43 43 0 132 43 15 4 43 4 42 3 10 10 1 13 4 0 1 1 1452 15 2 2 3 2 1446 151 42 1453
split_gain=0.0858714 0.114964 0.327703 0.226669 0.210125 0.170713 0.293772 0.482231 0.203717 0.911488 0.472238 0.303686 0.257432 0.587131 0.212508 0.31568 0.265512 0.439537 0.263714 0.351418 0.236579 0.22851 0.297377 0.361338 0.269436 0.403421 0.338337 0.321371 0.328902 0.266825
threshold=-0.54656499999999986 0.28064000000000006 0.41889000000000004 -0.072269999999999987 -0.44750499999999993 0.10915000000000001 0.084840000000000013 0.056795000000000005 0.062770000000000006 -0.080744999999999997 0.090690000000000007 -0.074939999999999993 -0.089679999999999982 -0.15926999999999997 0.13968000000000003 -0.43167499999999998 0.51164000000000009 -0.026509999999999995 0.13707500000000003 0.13471500000000003 0.11815000000000002 -0.24436499999999997 0.11215000000000001 0.13247500000000004 -0.084964999999999985 0.11747 0.091180000000000011 -0.033849999999999991 0.10369500000000002 -0.076894999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 8 7 -7 12 -10 -11 -12 13 -2 15 -14 17 -16 19 20 21 22 -17 -24 26 29 -23 -27 -29 -26
right_child=1 2 3 -5 -6 6 -8 -9 9 10 11 -13 14 -15 16 18 -18 -19 -20 -21 -22 24 23 -25 25 27 -28 28 -30 -31
leaf_value=0.0055130056804046038 7.3152272106737513e-05 -0.010896449811706269 -0.0017232513303558031 -0.0085124975768849261 0.010690108790993691 0.015605835900887065 -0.0018358612735953055 -3.130737601256952e-05 -0.019848070459972538 0.011003636100019018 -0.013554328387941829 0.0032579142156810986 -0.0095000854665961351 -0.019912067614495755 0.0090821816120296717 -0.010214100079858637 0.01537170669063926 -0.0098155406117439274 -0.01096094145683483 0.012334748640811693 -0.010656170230358839 -0.00059054397284961121 0.0063576996298874483 -0.0095228783057435696 0.0078244783037986886 -0.0027979155588481164 -0.012627748091957379 0.013531115912617402 0.00072429826611588753 0.00052282539153759269
leaf_weight=28 49 37 30 20 25 38 59 41 28 30 22 21 34 21 32 47 20 20 21 24 20 863 38 23 52 27 24 65 29 1333
leaf_count=28 49 37 30 20 25 38 59 41 28 30 22 21 34 21 32 47 20 20 21 24 20 863 38 23 52 27 24 65 29 1333
internal_value=0 -4.99076e-05 -0.00319521 0.00060407 0.00391919 6.82655e-05 0.00350306 0.00749036 -9.84604e-05 -0.00450907 0.00137438 -0.0053437 6.40018e-05 -0.00592241 0.000220832 7.24264e-05 0.0055799 0.00181383 0.000199264 0.000291352 0.000176699 0.000263327 -0.00423608 0.000369941 0.000466392 0.00128073 -0.000916241 0.00681805 0.00958008 0.000796967
internal_weight=0 3093 112 75 55 2981 138 79 2843 101 73 43 2742 70 2672 2600 72 52 2566 2545 2521 2501 108 61 2393 1506 887 121 94 1385
internal_count=3121 3093 112 75 55 2981 138 79 2843 101 73 43 2742 70 2672 2600 72 52 2566 2545 2521 2501 108 61 2393 1506 887 121 94 1385
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=31
num_cat=0
split_feature=1451 1451 159 159 484 3 160 483 2 1456 153 472 1443 160 12 1453 2 1455 483 52 160 15 12 457 160 483 483 42 484 160
split_gain=0.0942303 0.224825 0.0988582 0.138037 0.130472 0.514535 0.37527 0.196174 0.471016 0.158817 0.312349 0.18107 0.164723 0.171868 0.244312 0.151066 0.560642 0.150409 0.273456 0.211985 0.356028 0.366468 0.210522 0.20482 0.280086 0.298791 0.171695 0.261473 0.486041 0.245087
threshold=0.089825000000000002 0.081365000000000007 0.16394500000000004 0.13685500000000003 -0.23175499999999996 -0.085784999999999986 0.3961050000000001 -0.090599999999999986 0.090545000000000014 0.11510000000000002 0.084695000000000006 1.0000000180025095e-35 0.090755000000000016 -0.52800499999999995 0.088725000000000012 -0.066944999999999991 0.084855000000000014 0.0034400000000000008 0.12325000000000001 0.34769500000000003 -0.24213499999999996 -0.080694999999999989 0.091475000000000015 -1.0000000180025095e-35 -0.42496499999999993 0.083095000000000016 0.08833000000000002 0.084145000000000011 0.086135000000000017 -0.14835999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 -6 10 11 12 13 14 -9 16 -15 18 19 20 21 -17 -21 -19 -25 -26 29 28 -28 -22
right_child=-2 -3 -4 -5 7 6 -8 9 -10 -11 -12 -13 -14 15 -16 17 -18 23 -20 22 26 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0074690359453670682 0.0053153275498047927 -0.010129798120099376 -0.0062471783305518332 0.0083473274204880002 0.016283075495933493 -0.019065039418637755 -0.0013809975042628746 0.011363059270661325 -0.0039741462466984312 0.007507716212421656 -0.012513579819351434 0.0083342026059444133 -0.00797217285547119 -0.018186516669534504 -6.6676886441806958e-05 -0.0016638331739655275 0.0023732995497994127 -0.0053652912657707929 -0.0094849511740669121 -0.0028234467922669394 -0.01004645437252475 -0.01663838238724006 0.0086330996334271614 -0.0029758363906294111 0.019591204021126032 0.0045576319814874576 0.00069056213382751714 -5.6551397955488591e-05 0.019876739844355895 -8.9704708846007682e-05
leaf_weight=25 33 22 25 20 24 24 24 32 22 28 20 26 26 21 45 44 36 20 31 23 25 26 53 25 20 39 31 84 23 2224
leaf_count=25 33 22 25 20 24 24 24 32 22 28 20 26 26 21 45 44 36 20 31 23 25 26 53 25 20 39 31 84 23 2224
internal_value=0 -5.68024e-05 1.54761e-05 6.69612e-05 1.21425e-05 -0.0041641 -0.010223 0.000115557 0.00659484 1.28529e-05 -6.0166e-05 2.71039e-05 -4.92697e-05 2.42476e-05 0.00468334 -0.000107404 -0.00520137 1.42519e-06 -0.000149792 -3.55445e-05 -0.000196438 -0.00722581 0.00516599 0.00372952 0.00589495 0.00965376 9.70151e-06 0.00343349 0.00886245 -0.000200384
internal_weight=0 3088 3066 3041 3021 73 48 2948 46 2902 2874 2854 2828 2802 77 2725 57 2668 2564 2533 2457 70 76 104 84 59 2387 138 54 2249
internal_count=3121 3088 3066 3041 3021 73 48 2948 46 2902 2874 2854 2828 2802 77 2725 57 2668 2564 2533 2457 70 76 104 84 59 2387 138 54 2249
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=31
num_cat=0
split_feature=3 45 11 104 30 97 34 9 12 14 14 51 15 4 1 1 3 3 12 15 2 51 376 2 12 2 3 51 4 2
split_gain=0.0891351 0.108115 0.286803 0.0991782 0.110085 0.113702 0.147998 0.113253 0.139405 0.11163 0.156612 0.234118 0.196439 0.607855 0.204491 0.556558 0.34609 0.912558 0.31144 0.309497 0.301484 0.341341 0.220008 0.358533 0.386622 0.344342 0.217538 0.212062 0.344989 0.398681
threshold=0.63141500000000017 -0.067109999999999989 -0.014494999999999999 0.077525000000000011 0.088655000000000012 -0.0047149999999999996 -0.021334999999999996 0.089995000000000006 0.22926500000000002 -0.46885499999999997 -0.31455999999999995 -0.065634999999999985 -0.24436499999999997 0.42642000000000008 0.10508500000000001 0.10337500000000001 0.10732000000000001 0.13524500000000003 0.092550000000000007 -0.07879499999999999 0.090310000000000015 -0.017619999999999997 -1.0000000180025095e-35 0.14753000000000002 0.11734000000000001 0.10527500000000002 -0.069009999999999974 0.14330000000000001 -0.029144999999999997 0.10774000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 9 -8 11 -11 13 -12 15 16 22 -18 20 -20 21 -16 -14 24 -24 -26 -21 28 -22 -30
right_child=-2 2 3 -5 -6 6 7 -9 -10 10 12 -13 14 -15 18 -17 17 -19 19 26 27 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0072825638484209781 -0.0062023228763238248 0.011740174916173731 -0.0062289328025332815 -0.0060202644775725076 0.0056432380620390181 0.0084283682429009965 -0.0066445133835077294 -0.0054203739604226468 0.007364003904736959 -0.0011716430940266168 -0.018622054291241193 0.013946029590442777 -0.0088398601756327685 0.00073779825459827086 0.0035399766808206384 -0.012739797444748027 -0.023221510140733287 0.0055812322915616362 -0.010545564487110824 -0.0012967893156746869 0.012718608869343168 0.02159060481004417 0.00031313434301917693 0.012398177719054123 0.0010910635136745193 -0.01538011056681474 0.010363461654633284 -0.0062195291904651607 -0.010616017945788125 0.0040568768054756342
leaf_weight=20 23 21 29 27 35 21 25 38 26 21 23 20 27 55 22 35 22 22 30 80 36 20 2185 24 22 30 20 23 22 117
leaf_count=20 23 21 29 27 35 21 25 38 26 21 23 20 27 55 22 35 22 22 30 80 36 20 2185 24 22 30 20 23 22 117
internal_value=0 4.60469e-05 9.36662e-05 1.36608e-05 6.74284e-05 2.26871e-06 6.31941e-05 3.54435e-06 7.44452e-05 8.65957e-06 6.68981e-05 0.00620283 -2.24707e-05 -0.00497088 0.000118551 -0.000223194 -3.53377e-05 -0.00882014 0.00230479 -0.00163724 0.00444006 0.0121355 0.000133601 0.000240758 0.000110326 -0.00841154 0.00103526 0.00280769 0.00399413 0.00173455
internal_weight=0 3098 3078 3057 3030 2995 2966 2945 2907 2881 2856 41 2815 78 2737 2367 2332 44 370 130 240 42 2288 2261 2237 52 100 198 175 139
internal_count=3121 3098 3078 3057 3030 2995 2966 2945 2907 2881 2856 41 2815 78 2737 2367 2332 44 370 130 240 42 2288 2261 2237 52 100 198 175 139
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=31
num_cat=0
split_feature=52 1 475 475 16 48 13 4 1428 0 0 130 3 4 3 0 483 4 43 131 131 3 1210 52 133 159 43 1212 48 475
split_gain=0.0985037 0.120943 0.108655 0.233226 0.133386 0.4453 0.767807 0.541278 0.235722 0.233178 0.254798 0.216835 0.203609 0.372433 0.297048 0.220109 0.294433 0.171746 0.1541 0.310621 0.434445 0.388233 0.435471 0.321404 0.410479 0.350414 0.281213 0.277064 0.301131 0.340299
threshold=-0.56176499999999996 0.099660000000000012 0.13528000000000004 0.093020000000000005 0.24134000000000003 0.093265000000000015 -0.0025349999999999995 -0.50690499999999983 0.094820000000000015 -0.026509999999999995 -0.047369999999999995 0.096625000000000003 -0.073309999999999986 0.057560000000000007 -0.077644999999999978 -0.064754999999999993 1.0000000180025095e-35 -0.0065699999999999986 -0.082389999999999977 0.098515000000000005 0.090495000000000006 -0.16726499999999997 -0.0091799999999999989 -0.14765999999999999 0.087985000000000022 0.083335000000000006 -0.082144999999999982 -1.0000000180025095e-35 0.092265000000000014 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 18 7 -7 -6 9 10 11 12 14 -14 15 16 17 -9 19 20 21 -2 -23 24 25 -24 -20 -25 29 -29
right_child=2 -3 -4 -5 5 6 -8 8 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 26 -21 -22 22 23 27 -26 -27 -28 28 -30 -31
leaf_value=-0.00044767712309424362 0.014105167952568635 0.0078655860014259817 -0.0072533961429837208 0.01046650135346378 0.014105822429384874 0.0022765312809497119 -0.025100931542969884 0.00084907235577702522 0.0076123036601832908 -0.009869025767936062 0.0087321022864092473 -0.011971334926784039 0.01255974242091179 -0.0048802542344977464 -0.013850485063765362 -0.0095444261523274093 -0.0082213789182291799 0.012561695388562623 -0.012135579739697278 -0.0053522730379232343 0.012097998349345289 -0.012332186871208252 0.020678426588598926 0.012020399540779181 -0.0029479530783226857 0.004413195997821512 -0.00021598931209727544 0.0070035790586150549 0.0060788550088182094 -0.0020311445098428363
leaf_weight=35 23 35 21 21 23 20 21 31 24 39 22 22 25 24 23 24 22 21 20 63 40 24 26 20 26 27 1913 47 70 369
leaf_count=35 23 35 21 21 23 20 21 31 24 39 22 22 25 24 23 24 22 21 20 63 40 24 26 20 26 27 1913 47 70 369
internal_value=0 0.00370895 -8.50956e-05 -3.54143e-05 -0.000108708 -0.00197105 -0.0117461 -0.000635131 -0.00185911 -0.00275758 -0.00146157 -0.0026296 -0.00142067 0.0040177 -0.00362298 -0.00122265 0.0014763 0.00557917 0.00012932 0.0013618 0.00199125 0.00135158 0.000869918 0.00141154 0.00734365 0.0123924 -0.000339317 0.000485383 1.06908e-05 -0.00101039
internal_weight=0 70 3051 3030 3009 341 41 300 277 253 214 192 170 49 121 98 74 52 2668 735 672 632 609 585 79 53 1933 506 486 416
internal_count=3121 70 3051 3030 3009 341 41 300 277 253 214 192 170 49 121 98 74 52 2668 735 672 632 609 585 79 53 1933 506 486 416
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=31
num_cat=0
split_feature=1447 133 1447 3 2 2 0 1419 1447 479 481 481 1446 484 484 1452 156 1453 0 3 1375 484 52 3 50 50 4 454 51 133
split_gain=0.0895542 0.50509 0.165737 0.507134 0.158866 0.19886 0.167668 0.116646 0.100549 0.103503 0.128672 0.128712 0.136651 0.124388 0.634158 0.612871 0.389882 0.302664 0.226255 0.257668 0.24969 0.218771 0.166475 0.237571 0.160912 0.182152 0.353491 0.132046 0.162663 0.168727
threshold=-0.085804999999999979 -0.00094999999999999989 -0.083354999999999985 -0.086049999999999988 0.091185000000000002 0.083715000000000026 -0.087414999999999979 0.11420000000000001 -0.082344999999999988 0.10713500000000002 -0.27443499999999993 -0.08045999999999999 0.091725000000000015 -0.070054999999999992 -0.081869999999999984 0.11609000000000001 0.087120000000000017 -0.064249999999999988 -0.064339999999999994 -0.076234999999999983 0.083830000000000002 -0.020124999999999994 -0.066844999999999988 -0.084144999999999984 0.13997500000000004 0.13005000000000003 -0.010655 -0.080339999999999981 0.15466000000000005 -0.0061299999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -3 -7 8 -4 10 -10 12 -12 14 16 17 18 -15 19 20 22 -19 23 -13 25 27 -27 -23 29 -29
right_child=2 4 7 -5 -6 6 -8 -9 9 -11 11 13 -14 15 -16 -17 -18 21 -20 -21 -22 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.016768562722773779 0.013948581230943093 0.0052277452040774136 -0.0064960083924233917 -0.0043093719395230819 0.0063723267118136091 -0.00071310561865435117 -0.012379032182930546 0.0076130771043244755 -0.0078556491815972903 0.005947597974365385 0.0084445504408601369 0.0039435741802056638 -0.00170582573240002 -0.012290926161222161 -0.014314510318375119 0.016725126747041942 0.012502569546499712 0.0076922347165040072 0.0073886343860067429 -0.010581483186355659 -0.0094032917888118676 0.0056831833864681618 0.0064158626559485746 -0.010238040072311249 -0.0078800146024709996 0.015367854606698862 -0.0025585459756918929 0.00097240895192660364 0.007682622430953555 -0.00085159880339057093
leaf_weight=21 32 24 24 29 30 28 22 20 21 29 36 27 21 20 37 22 22 37 24 35 26 39 41 21 26 22 22 744 26 1593
leaf_count=21 32 24 24 29 30 28 22 20 21 29 36 27 21 20 37 22 22 37 24 35 26 39 41 21 26 22 22 744 26 1593
internal_value=0 -0.00262248 0.000109416 0.00526857 0.000233943 -0.00225459 -0.00584611 2.18978e-06 -5.0029e-05 3.4831e-06 -5.67473e-05 9.00367e-07 0.00470494 -9.54108e-05 -0.00230714 0.000106601 -4.04373e-05 -3.79651e-05 -0.00162633 -0.00306873 -0.00078224 5.9707e-05 0.00173627 -0.00226088 -5.45339e-05 2.86478e-05 0.00640465 -8.81483e-05 -0.000183401 -0.000270913
internal_weight=0 125 2996 61 104 74 50 2935 2915 2891 2862 2841 57 2784 233 2551 196 2529 174 150 115 2509 89 48 2472 2446 44 2402 2363 2337
internal_count=3121 125 2996 61 104 74 50 2935 2915 2891 2862 2841 57 2784 233 2551 196 2529 174 150 115 2509 89 48 2472 2446 44 2402 2363 2337
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=31
num_cat=0
split_feature=392 38 38 11 9 9 9 33 41 2 2 124 42 0 128 3 4 3 41 41 43 3 41 4 123 39 42 15 2 16
split_gain=0.0852362 0.101171 0.115461 0.249256 0.0995887 0.108394 0.124577 0.11795 0.111142 0.268583 0.222463 0.171549 0.185006 0.261957 0.230582 0.36552 0.222156 0.151345 0.142439 0.182678 0.199263 0.719076 0.21631 0.151663 0.153701 0.255373 0.504538 0.457226 0.245013 0.316982
threshold=0.091685000000000003 0.11100500000000002 0.10208000000000002 -0.014494999999999999 -0.090659999999999977 -0.085744999999999988 -0.013509999999999999 0.088595000000000021 0.08690500000000001 0.11474000000000002 0.09580000000000001 0.08919500000000001 -0.14609499999999997 -0.068189999999999987 0.11170500000000001 -0.07908999999999998 -0.010384999999999998 -0.0096849999999999974 0.08178500000000001 0.078570000000000015 -0.45785999999999999 -0.12711499999999995 0.075585000000000013 -0.52556499999999995 0.087505000000000013 0.085855000000000015 0.099210000000000007 -0.092489999999999989 0.11263500000000001 -0.11676499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 8 11 10 -10 12 13 16 18 -16 -8 -13 19 20 21 -14 23 -22 25 -25 27 -27 -26 -30
right_child=-2 -3 -4 4 5 6 7 -9 9 -11 -12 17 14 -15 15 -17 -18 -19 -20 -21 22 -23 -24 24 28 26 -28 -29 29 -31
leaf_value=-0.010906897290121943 0.0060651569839809899 -0.0071343848062679176 0.0073906473371954193 0.0056642881050075018 -0.0070263318929143937 0.0059496991003730468 0.0052435454885618625 -0.0075193409103944536 0.0045790942305965086 0.012272159554064275 -0.0086418142728507518 -0.00090156340971589096 -0.020597108731800248 0.014504389967769385 -0.017353710369206965 9.9088029625515146e-05 -0.0065595088582283455 -0.012417071392493588 -0.0084348370414227252 0.0087209240902060021 0.0071934034076422976 0.002687236942195644 0.010194280163739765 -6.4769912608999373e-05 0.012606157129509181 -0.023938250802457334 0.0053874228635559917 -0.0028114975075281805 0.0080230336156532616 -0.0054575488090867529
leaf_weight=21 23 20 21 31 22 35 52 21 35 25 20 25 21 20 20 30 23 21 20 24 29 36 21 2347 24 20 23 21 33 37
leaf_count=21 23 20 21 31 22 35 52 21 35 25 20 25 21 20 20 30 23 21 20 24 29 36 21 2347 24 20 23 21 33 37
internal_value=0 -4.50286e-05 1.0361e-06 -4.97267e-05 2.53723e-05 -3.27995e-05 1.87787e-05 -5.16359e-05 1.94173e-06 0.00367795 -0.000228509 -0.000101353 -1.87611e-06 0.00433562 -0.000154153 -0.00688203 0.00162394 -0.00615864 -2.74988e-05 3.62898e-05 -4.35078e-05 -0.00589121 8.69497e-05 3.18727e-06 -8.00528e-05 -0.00023472 -0.00646712 -0.0131172 0.00388701 0.000897583
internal_weight=0 3098 3078 3057 3036 3005 2983 2948 2927 80 55 2847 2801 95 2706 50 75 46 2656 2636 2612 57 2555 2534 2505 2411 64 41 94 70
internal_count=3121 3098 3078 3057 3036 3005 2983 2948 2927 80 55 2847 2801 95 2706 50 75 46 2656 2636 2612 57 2555 2534 2505 2411 64 41 94 70
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=31
num_cat=0
split_feature=399 1201 133 132 1203 1204 16 4 2 43 1213 1213 52 43 1213 4 1210 403 1213 52 1209 15 51 2 52 159 15 33 41 51
split_gain=0.0835134 0.137146 0.168604 0.0947297 0.498988 0.393466 0.253934 0.383295 0.31995 0.180561 0.128033 0.345891 0.328979 0.243868 0.157431 0.795911 0.177716 0.438882 1.30242 0.269908 0.171006 0.175433 0.325753 1.5485 1.85825 0.406227 0.277038 0.24849 0.249839 0.238235
threshold=-0.087854999999999989 -0.072239999999999985 -0.54084999999999994 -0.083919999999999981 0.086085000000000009 -0.080654999999999991 -0.073404999999999984 -0.0094449999999999968 0.092875000000000013 0.28064000000000006 0.12389500000000002 0.10336000000000002 0.09086000000000001 -0.011919999999999998 0.060985000000000004 -0.082109999999999975 -0.07983999999999998 -0.53960999999999981 -0.080769999999999995 0.085175000000000015 -0.067109999999999989 -0.07490999999999999 0.078435000000000019 0.090675000000000019 0.016565000000000003 -0.087844999999999993 0.013270000000000002 0.082285000000000011 0.075585000000000013 0.091000000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -5 8 -8 -4 10 11 14 13 -12 16 -16 17 -7 19 -19 -18 -22 27 24 29 -25 -27 28 -23 -24
right_child=1 2 3 5 -6 9 7 -9 -10 -11 12 -13 -14 -15 15 -17 20 18 -20 -21 21 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.0047226689202157224 -0.0075865670068499943 0.0075911008528080489 3.5244529422970466e-05 -0.011238488077651709 0.016260145704092628 0.0071574141643941415 -0.014449898228980601 0.0021922565951582886 0.012976643822155893 -0.0083818799207130302 0.015407603106927126 -0.012338638070808806 -0.0059633372448539982 0.0023138294081118975 0.02139785103965551 -0.0027485926492074723 0.0059331557630988158 0.0070225778994305686 -0.027316435326065404 -0.0079748788010329009 0.0010002464809835035 -0.00061976099069022302 0.0043069740291684869 0.014497775457460772 -0.037751007065750089 -0.0061297186144182222 0.0047867806997407784 0.010849306024610997 0.0073075377723065818 -0.011127898953855039
leaf_weight=37 24 29 81 32 22 25 25 31 25 26 25 23 24 33 20 43 48 30 24 20 921 1311 20 22 26 46 47 20 41 20
leaf_count=37 24 29 81 32 22 25 25 31 25 26 25 23 24 33 20 43 48 30 24 20 921 1311 20 22 26 46 47 20 41 20
internal_value=0 -5.66598e-05 2.39834e-06 -7.02088e-05 0.00212884 -0.000212332 0.000209774 -0.00523728 0.00308746 -8.69904e-05 -9.66264e-06 -0.000127586 0.00388325 0.0079577 -2.29459e-05 0.00491695 -0.000141684 -0.00429777 -0.00816777 0.0010236 2.14611e-05 -9.32362e-05 -0.000741721 -0.00472918 -0.0169386 0.00227794 -0.000612778 -0.000215679 -0.000379362 -0.00341046
internal_weight=0 3084 3060 3031 184 2847 162 56 106 2815 2789 2707 82 58 2684 63 2621 99 74 50 2522 2474 1553 181 66 115 93 1372 1352 40
internal_count=3121 3084 3060 3031 184 2847 162 56 106 2815 2789 2707 82 58 2684 63 2621 99 74 50 2522 2474 1553 181 66 115 93 1372 1352 40
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=31
num_cat=0
split_feature=1209 13 2 1209 2 43 1208 0 42 131 131 131 2 131 0 131 132 131 1419 159 400 43 4 2 3 393 0 4 4 2
split_gain=0.0884495 0.29132 0.168541 0.264713 0.23596 0.150096 0.105014 0.104125 0.210403 0.101297 0.201659 0.223537 0.282909 0.253697 0.244112 0.183402 0.270042 0.256333 0.188617 0.172501 0.158198 0.166826 0.360357 0.352577 0.308377 0.243996 0.426799 0.289124 0.679043 0.992738
threshold=0.083050000000000013 -0.088854999999999976 0.084145000000000011 0.11240000000000001 0.085155000000000022 -0.014584999999999999 1.0000000180025095e-35 -0.067094999999999988 -0.090219999999999981 0.13702500000000004 0.11891000000000002 0.11088500000000003 0.085515000000000022 0.10340500000000001 -0.083264999999999992 0.095715000000000008 0.10240500000000001 0.093840000000000021 0.11420000000000001 0.0089800000000000019 -0.095334999999999989 -0.082389999999999977 -0.52556499999999995 0.25063000000000007 -0.16186999999999999 0.10358500000000001 -0.085134999999999975 -0.0070899999999999991 -0.031404999999999995 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -4 7 9 8 -6 10 11 13 -13 15 -15 16 17 18 20 -17 -1 22 -22 25 -24 27 -27 28 -23 -30
right_child=1 2 4 -5 5 -7 -8 -9 -10 -11 -12 12 -14 14 -16 19 -18 -19 -20 -21 21 23 24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0085867558229005044 0.01319904900821192 0.012257600644672359 -0.010373671834721515 -0.0029212702391669156 0.0040383329678496177 0.0081547613784840167 -0.0073569481307640674 0.0046033294617452408 -0.0085868771117406355 0.0061279601310021605 -0.0074770052621543808 -0.0024174375168513509 0.011599153269910151 -0.00062086981276727538 -0.015885722306557 0.0095991413939643562 -0.0094569420179111824 -0.011347782830125653 0.0096905004489235592 -0.0019278815388679505 -0.011440994514321741 -0.00072563765285242826 0.012696297121389458 -0.013832279677444603 0.0011620511928955122 -0.0024478928013532252 0.015684757797047498 0.00074844933738808859 -0.024650109702207407 -0.0040164767310464514
leaf_weight=21 21 27 23 20 22 22 20 22 33 26 37 24 36 22 20 37 31 20 20 20 22 859 24 20 678 27 25 794 29 119
leaf_count=21 21 27 23 20 22 22 20 22 33 26 37 24 36 22 20 37 31 20 20 20 22 859 24 20 678 27 25 794 29 119
internal_value=0 0.00209089 0.00071059 0.00579851 -0.00124951 0.000870246 -0.000135541 -0.00121104 -0.00353679 -8.59261e-05 -0.000141926 -4.66322e-05 0.00599252 -0.0001766 -0.00788985 -5.86257e-05 -0.000177611 -6.93873e-05 1.61199e-05 0.00555457 -5.77868e-05 -0.000127689 0.00116144 -0.000625994 0.00155638 -0.000483455 0.00626973 -0.000678439 -0.00180351 -0.00805955
internal_weight=0 190 169 47 122 99 2931 77 55 2911 2885 2848 60 2788 42 2746 2689 2658 2638 57 2618 2597 724 1873 702 1853 52 1801 1007 148
internal_count=3121 190 169 47 122 99 2931 77 55 2911 2885 2848 60 2788 42 2746 2689 2658 2638 57 2618 2597 724 1873 702 1853 52 1801 1007 148
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=31
num_cat=0
split_feature=12 10 10 33 2 34 10 1 9 0 0 50 50 15 13 15 12 3 1374 0 0 0 4 1213 133 4 4 483 47 12
split_gain=0.0797542 0.130719 0.428867 0.175408 0.144665 0.144622 0.115453 0.559792 0.289657 0.123434 0.391015 0.298855 0.312002 0.268993 0.459859 0.353191 0.872611 0.94695 0.365474 0.246836 0.511998 0.656781 0.508851 0.671681 0.376426 0.274206 0.243695 0.248143 0.267241 0.374983
threshold=0.23631000000000002 -0.15926999999999997 -0.089679999999999982 0.088310000000000013 0.31358000000000003 -0.085739999999999983 -0.0069899999999999988 0.10937500000000001 -1.0000000180025095e-35 -0.089019999999999974 -0.089604999999999976 0.12170000000000002 0.079410000000000008 0.083195000000000005 0.021350000000000004 -0.016799999999999995 0.082480000000000012 0.083060000000000009 -0.064634999999999984 -0.086834999999999982 -0.086554999999999979 -0.086284999999999987 -0.0016099999999999997 0.05211000000000001 0.085075000000000026 -0.025314999999999994 -0.014149999999999998 0.095345000000000013 0.10648500000000001 0.089085000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 -4 7 -7 -8 10 11 12 13 15 -15 18 17 -17 -10 22 -21 -22 23 24 25 -11 -20 28 -28 -30
right_child=-2 2 3 -5 -6 6 8 -9 9 19 -12 -13 -14 14 -16 16 -18 -19 26 20 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00025532294961589356 -0.0058668723005963416 -0.013954482642425735 -0.0067987552032836018 0.0093923232145607469 0.010096453306161697 0.01723315505310893 -0.011999136733356864 -0.0064267713716253646 0.010498808572689693 -0.0023698690786676589 -0.013484854352039596 -0.010358697772026063 0.0045462839534318377 -0.00011563294555810167 0.014930907536849933 0.012576331267202343 -0.023464456554502251 -0.013039868754605133 0.0053496321081183858 -0.014356213109567762 0.015825711521837448 0.00010991958769781155 0.012839031813200563 0.013257893789833523 -0.010877892088243052 0.01137202550075017 -0.0036733177920080552 0.0069958545334104982 0.0098973939945507378 -0.0066739264013118711
leaf_weight=27 23 22 31 20 27 20 20 20 27 53 24 30 119 82 27 27 25 31 48 24 27 1759 48 34 38 20 382 28 36 22
leaf_count=27 23 22 31 20 27 20 20 20 27 53 24 30 119 82 27 27 25 31 48 24 27 1759 48 34 38 20 382 28 36 22
internal_value=0 4.35565e-05 -4.29607e-05 5.83144e-05 0.00492057 -3.87085e-06 6.70283e-05 0.00540319 -5.79548e-06 7.66047e-05 -0.000890547 -0.00054862 -0.000204004 -0.000973098 0.00361149 -0.00177137 -0.00784682 -0.00111509 -0.000842714 0.000515034 0.000152538 0.000347504 0.00391461 0.000960317 -0.00280651 0.00139503 -0.00143617 -0.00213214 -0.00271302 0.00361172
internal_weight=0 3098 3044 3022 54 3002 2971 40 2931 2911 908 884 854 735 109 626 83 58 543 2003 1810 1786 193 145 111 73 516 468 440 58
internal_count=3121 3098 3044 3022 54 3002 2971 40 2931 2911 908 884 854 735 109 626 83 58 543 2003 1810 1786 193 145 111 73 516 468 440 58
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=31
num_cat=0
split_feature=46 3 147 13 40 12 52 2 12 133 133 1 2 52 12 128 12 13 43 13 376 8 124 123 447 3 1 12 12 2
split_gain=0.092609 0.111327 0.107485 0.123794 0.312565 0.294864 0.697901 0.561644 0.390398 0.543721 0.655349 0.369828 0.470681 0.298499 0.477425 0.372037 0.247177 0.229642 0.295302 0.228328 0.187173 0.294984 0.202896 0.282133 0.210936 0.279892 0.321875 0.248793 0.858697 0.329875
threshold=-0.043074999999999995 0.63141500000000017 0.099730000000000027 0.0015850000000000003 0.064905000000000018 0.085635000000000003 0.10347000000000002 0.080205000000000012 0.09334000000000002 -0.030254999999999994 0.092470000000000011 0.10124500000000002 0.099515000000000006 0.084240000000000023 0.10097500000000002 0.11170500000000001 0.110195 0.097995000000000013 -0.05647499999999999 0.086705000000000018 -0.18919999999999998 0.08573500000000002 0.0049200000000000008 0.09499500000000001 0.085205000000000017 0.11658 0.092390000000000014 0.085885000000000017 0.08598500000000002 0.16394500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 20 5 6 7 -5 9 -7 -11 12 -9 15 -15 17 -16 19 -19 -10 -2 22 23 24 27 26 -26 29 -29 -22
right_child=1 -3 -4 4 -6 8 -8 11 13 10 -12 -13 -14 14 16 -17 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0058312001810581597 0.010007102482486516 -0.0071391287598420276 -0.0055914779269026927 0.021387380497022112 -0.013535539144650104 -0.021444175530978965 -0.011401531741023064 -0.00032623124841068478 -0.0006150925912978975 0.00036800930242019672 -0.019094597345048731 -0.0064299792803537391 0.019219771243462511 0.01551063048687798 -0.0046635311166260468 -0.015459304247051478 0.005828087101149005 6.6272130546470493e-06 -0.011352432895502126 0.011074684207172444 -0.0015331973439265797 0.010687884152004565 -0.0081369041914826842 0.0085019726578782259 0.0095997164195234137 0.015625995161826722 -0.0079286751081235705 0.020930867384941806 0.00054621637159235723 0.010588395024609308
leaf_weight=27 20 22 34 22 20 21 25 28 55 81 22 26 22 27 47 20 43 60 37 24 940 27 29 41 22 20 20 21 1295 23
leaf_count=27 20 22 34 22 20 21 25 28 55 81 22 26 22 27 47 20 43 60 37 24 940 27 29 41 22 20 20 21 1295 23
internal_value=0 -5.08864e-05 -1.24216e-07 6.24518e-05 -0.00125166 -0.000812951 0.00351224 0.00731677 -0.00203034 -0.00677903 -0.00378905 0.0032437 0.00827401 -0.000149065 0.00384794 -0.00253503 0.000349131 -0.00106636 -0.00432621 0.00293623 0.000372535 0.000293499 0.000177095 0.000278315 0.000134287 0.00588936 0.00125286 -2.22791e-05 0.000871503 -0.00124369
internal_weight=0 3094 3072 3038 580 560 123 98 437 124 103 76 50 313 117 196 90 176 97 79 2458 2438 2411 2382 2341 62 42 2279 1316 963
internal_count=3121 3094 3072 3038 580 560 123 98 437 124 103 76 50 313 117 196 90 176 97 79 2458 2438 2411 2382 2341 62 42 2279 1316 963
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=31
num_cat=0
split_feature=1447 1447 160 0 479 159 1454 42 43 52 1429 481 15 3 155 155 474 0 2 2 4 150 447 146 3 0 43 2 3 12
split_gain=0.0857116 0.377519 0.15415 0.206202 0.137536 0.132273 0.117685 0.203888 0.117042 0.101023 0.140307 0.134695 0.133925 0.193456 0.118178 0.187756 0.109296 0.159495 1.22428 0.390734 0.218701 0.449687 0.185979 0.183321 0.177648 0.176335 0.440657 0.404005 0.444914 0.358385
threshold=-0.085804999999999979 -0.086359999999999978 -0.54913999999999985 -0.086409999999999987 0.098570000000000005 0.14765500000000001 0.078175000000000008 0.083865000000000009 -0.080554999999999974 -0.56176499999999996 -0.0091699999999999993 0.0051300000000000009 -0.56368999999999991 0.63141500000000017 0.14547000000000002 0.12016500000000001 -0.094124999999999986 -0.17169499999999996 0.086100000000000024 0.09678500000000001 0.36766000000000004 0.11614000000000001 0.094580000000000011 1.0000000180025095e-35 0.11658 -0.13843999999999998 0.0010100000000000003 0.10252500000000002 -0.015584999999999998 0.086095000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 5 9 7 -1 -9 10 -4 12 -11 14 15 16 -14 18 -18 -20 -21 24 23 25 -22 26 27 29 -29 -19
right_child=2 -3 4 -5 -6 -7 -8 8 -10 11 -12 -13 13 -15 -16 -17 17 22 19 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0093184186220169069 -0.0015812411782376115 -0.013839373039081693 -0.002229086844073165 0.011741672567306804 -0.0060420248078534734 0.0069334981397592603 -0.0067562203481793398 -0.0056481969447275101 0.003548124780878425 0.0078371885543068245 0.0081101830190579809 0.0075652440088046918 -0.0054933675061407932 -0.0099783721473067997 0.0062422595661261989 -0.0088016194440424435 0.026184258298017085 0.0088211174302089673 -0.0089188318405496441 0.0098061316413804896 -4.6837059780955318e-05 0.011627917806617916 -0.0098241884284652782 0.008555112650113491 -0.011728217120727767 2.1654615157470149e-05 -0.015229163963634235 -0.019067272609099746 -0.002100082873526202 -0.0049041082027057809
leaf_weight=25 21 24 21 26 37 28 20 31 25 21 35 23 37 20 29 25 20 52 38 32 30 23 20 24 23 2267 26 20 68 30
leaf_count=25 21 24 21 26 37 28 20 31 25 21 35 23 37 20 29 25 20 52 38 32 30 23 20 24 23 2267 26 20 68 30
internal_value=0 -0.0025656 0.000107043 0.00578888 1.64878e-05 9.34675e-05 0.000113318 0.0018095 -0.0015427 2.70594e-05 0.00423296 -5.62257e-05 -0.000118719 -0.000178731 -0.000107822 -0.000175154 -9.55739e-05 -2.0857e-05 0.00298105 -0.000197475 0.00287115 -4.88421e-05 -0.000219627 -0.000142389 -0.00511612 -0.000227139 -0.00310477 -0.00125045 -0.00595626 0.00379969
internal_weight=0 125 2996 47 2949 2912 101 81 56 2884 56 2828 2805 2784 2764 2735 2710 2673 166 146 108 76 2507 2487 53 2463 196 170 88 82
internal_count=3121 125 2996 47 2949 2912 101 81 56 2884 56 2828 2805 2784 2764 2735 2710 2673 166 146 108 76 2507 2487 53 2463 196 170 88 82
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=31
num_cat=0
split_feature=402 1211 402 1213 403 13 4 43 43 3 402 402 159 2 42 0 2 2 4 16 482 14 14 4 43 0 0 2 399 482
split_gain=0.0764872 0.557527 0.281496 0.387082 0.483678 0.255127 0.264088 0.243629 0.207597 0.230888 0.213119 0.147126 0.123125 0.119101 0.335207 0.1408 0.291484 0.26316 0.145741 0.465737 0.348837 0.334024 0.657278 0.295568 0.272207 0.257878 1.16072 0.697278 0.252961 0.244951
threshold=0.088375000000000023 0.077345000000000011 0.2506000000000001 0.087735000000000021 -0.08231999999999999 0.065590000000000009 -0.081609999999999988 -0.53814999999999991 -0.0084099999999999991 -0.081054999999999974 0.11679000000000002 0.10718500000000002 0.085240000000000024 0.25063000000000007 0.094525000000000012 0.14486500000000005 0.10584500000000001 0.095040000000000013 -0.0082299999999999995 -0.15241499999999997 0.088770000000000002 0.062655000000000016 0.097065000000000012 -0.008819999999999998 0.41181500000000004 -0.14226499999999997 -0.11013499999999998 0.10327000000000001 0.10153500000000001 0.08326500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 6 11 -1 -8 -10 12 -6 -11 15 -15 18 17 -17 19 -9 29 23 -23 24 25 27 -27 -21 -28 -20
right_child=1 -3 -4 -5 5 -7 8 13 9 10 -12 -13 -14 14 -16 16 -18 -19 20 21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.010198002370695274 0.013493100235549114 0.017218874093322529 -0.008659650926147738 -0.0088920370035339147 -0.0014722094044554981 0.011020424434470689 -0.0041880956322817905 -0.015513932394484679 0.013578924696360316 0.0090205191364211412 -0.0071058800444006925 -0.013601777675794438 -0.0010432753525674344 -0.014905209783464671 0.002045315785965483 0.0016554046055534855 -0.0047824629560290349 0.017877611573785545 0.00057955113122486917 0.017957659711397286 0.0080650635011073561 -0.019993026942014696 0.0031754167284816504 -0.0097620155574986711 -0.011086417446759615 -0.021928101933250826 8.1721768189495914e-05 -0.0063381920612993695 0.01089185629547997 -0.0096411114791408181
leaf_weight=24 36 21 31 32 20 22 41 21 21 31 20 20 20 20 28 20 21 20 1021 27 62 25 24 32 22 24 1348 21 22 24
leaf_count=24 36 21 31 32 20 22 41 21 21 31 20 20 20 20 28 20 21 20 1021 27 62 25 24 32 22 24 1348 21 22 24
internal_value=0 0.00147753 0.000353147 0.00141549 0.00284338 0.000877272 -0.000412608 -0.000165867 0.00173006 0.0043675 0.001643 -0.00753699 0.00507393 -7.93205e-05 -0.0050174 7.37591e-06 0.00475785 0.00976651 -0.000101034 -0.000721859 0.000777208 -0.000520802 -0.00864522 -0.000254695 -4.68846e-05 0.000121541 -0.000126609 0.00732822 0.000255315 0.000344818
internal_weight=0 315 294 263 231 195 173 2806 133 92 71 40 51 2782 48 2734 61 40 2673 1566 1107 1545 49 1496 1464 1442 1394 48 1370 1045
internal_count=3121 315 294 263 231 195 173 2806 133 92 71 40 51 2782 48 2734 61 40 2673 1566 1107 1545 49 1496 1464 1442 1394 48 1370 1045
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=31
num_cat=0
split_feature=46 1348 454 13 2 15 15 3 13 47 147 3 1374 148 0 3 475 0 52 457 2 2 474 474 42 159 51 156 16 474
split_gain=0.0829263 0.0923739 0.0910962 0.0936083 0.31804 0.34481 0.515656 0.285318 0.300086 0.22968 0.179675 0.245425 0.195811 0.175431 0.23864 0.20042 0.664247 0.318227 0.309561 0.187989 0.280605 0.172722 0.149556 0.265948 0.2334 0.31298 0.334365 0.28423 0.260832 0.402139
threshold=-0.043074999999999995 0.091105000000000005 0.088225000000000012 -0.39067499999999994 0.10045500000000002 -1.0000000180025095e-35 -0.083359999999999976 0.16158000000000003 -0.17933499999999997 0.13975500000000002 0.097430000000000003 0.11924500000000002 -0.24112999999999998 -0.10069499999999999 -0.24955499999999997 0.096675000000000011 -0.011519999999999997 -0.23091999999999999 -0.077024999999999996 0.09228500000000002 0.089775000000000008 0.14445500000000003 0.023345000000000001 0.083855000000000013 0.084635000000000016 0.087410000000000015 -0.083899999999999988 -0.031569999999999994 -0.0087049999999999992 0.086990000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 21 8 -5 10 11 12 -10 -14 -15 17 -17 -16 -18 22 -21 -6 -19 -24 27 26 -26 -25 -29 -30
right_child=1 -3 -4 7 5 -7 -8 -9 9 -11 -12 -13 13 14 15 16 18 19 -20 20 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=0.0055179475703173216 0.010570897795777355 -0.0062280051565418645 0.0055783091096914018 -0.011991078011868966 -0.0077070047733960329 -0.010561032258905471 0.016750305630266665 -0.010810056693851948 -0.0088517305068671701 0.0095497312452644117 0.0083627006635069844 -0.008030108571685372 -0.0083000707584433269 0.010734104555809781 -0.012666693273931743 -0.0094494884042069325 0.0043198537166145717 -0.00041190651621578314 0.021293926061618895 -0.0020388424884350527 0.01378962270488652 0.003502689760976604 0.011183423455804586 0.014323561181398957 0.0092628290073104927 -0.01246926190847855 -0.0025829393518365272 -0.0069220001110807065 0.011653111699622038 -0.0010622323593282598
leaf_weight=27 36 24 29 21 27 25 20 25 25 25 25 39 25 21 20 20 22 2236 21 21 24 28 28 22 31 23 103 26 43 59
leaf_count=27 36 24 29 21 27 25 20 25 25 25 25 39 25 21 20 20 22 2236 21 21 24 28 28 22 31 23 103 26 43 59
internal_value=0 -4.81527e-05 1.58808e-07 -5.30363e-05 0.00251117 -0.000390335 0.0029999 -0.000173082 -8.07468e-05 6.73726e-06 -7.74458e-05 -0.000152563 -4.16515e-05 3.8586e-05 0.000115228 3.26062e-05 0.00560666 -0.000100613 0.0126095 -4.54186e-06 0.00640301 -0.00200025 -0.000116693 0.00185375 0.00100284 -0.00169228 0.0001575 0.00382372 0.00201906 0.00429816
internal_weight=0 3094 3070 3041 136 100 75 2905 2880 2859 2834 2809 2770 2745 2720 2699 63 2636 43 2616 45 55 2571 335 307 157 134 150 128 102
internal_count=3121 3094 3070 3041 136 100 75 2905 2880 2859 2834 2809 2770 2745 2720 2699 63 2636 43 2616 45 55 2571 335 307 157 134 150 128 102
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=31
num_cat=0
split_feature=1208 1209 1208 1209 1209 0 1209 3 399 1201 133 133 16 2 41 132 130 129 50 130 129 133 2 12 13 129 128 3 47 47
split_gain=0.0784885 0.193786 0.2857 0.35778 0.120891 0.423409 0.146789 0.256203 0.0970063 0.262328 0.133826 0.255959 0.229427 0.14177 0.138607 0.138298 0.137537 0.171345 0.452799 0.342525 0.236124 0.217926 0.164957 0.198057 0.283073 0.164915 0.153671 0.251607 0.197778 0.232732
threshold=0.11846000000000001 0.11495000000000001 0.099975000000000008 -0.094304999999999986 0.083050000000000013 -0.086409999999999987 0.091830000000000009 -0.089089999999999989 -0.087464999999999987 -1.0000000180025095e-35 -0.42671999999999993 -0.40071499999999999 -0.073404999999999984 0.089725000000000013 0.093020000000000019 -0.17118499999999998 0.12256500000000002 0.08956500000000002 1.0000000180025095e-35 -0.072444999999999982 0.086095000000000019 -0.019454999999999997 0.10613000000000002 0.092655000000000015 -0.0051199999999999987 0.083780000000000007 1.0000000180025095e-35 -0.088784999999999989 0.14174500000000004 0.11926500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 -6 7 -7 -5 -10 12 -12 13 -11 16 -14 17 20 19 -19 25 -22 23 24 -21 26 28 -28 29 -13
right_child=-2 -3 -4 4 5 6 -8 -9 9 10 11 14 15 -15 -16 -17 -18 18 -20 22 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.012481504168523394 0.005471415682964457 -0.0081821027854136353 0.010677499439567327 0.0061116093047894546 0.014442912847376789 -0.010762776211835445 0.004821571321716827 0.0028433628860981236 -0.011557361807208509 0.0030743406135337178 -0.010482323247803531 -0.00021374302915089924 -0.0075668843867986099 0.01250557049393787 0.0064328219857998194 0.0038032048055902123 -0.0075702628735452894 0.011152396129909904 0.014915523424429852 0.002833979930340623 -0.015289800139144064 -0.0010169707258920308 -0.010050657497985024 0.0084649979136884219 -0.012524862177670001 0.0086429454386234283 -0.011006636759403218 0.0013476774678565563 -0.0097871967059160996 0.0055992571132021472
leaf_weight=23 26 29 25 25 26 25 38 31 20 37 24 2300 23 28 32 20 25 24 27 30 20 23 21 20 20 21 34 32 21 71
leaf_count=23 26 29 25 25 26 25 38 31 20 37 24 2300 23 28 32 20 25 24 27 30 20 23 21 20 20 21 34 32 21 71
internal_value=0 -4.59634e-05 3.09929e-05 -5.65318e-05 3.81581e-05 0.00314842 2.44102e-05 -0.00323081 -9.06311e-05 -0.000144601 -6.45959e-05 -0.000200446 0.00338826 0.00713702 -0.000109757 -0.00227847 -0.000187616 -0.000118334 0.00326151 0.000525355 -0.000308635 -0.0076555 -0.00227738 5.46016e-05 -0.00330956 -0.000181198 -0.000256588 -0.00501667 -0.000125248 -3.96717e-05
internal_weight=0 3095 3066 3041 3018 120 94 56 2898 2873 2853 2745 108 65 2721 43 2689 2664 142 115 2522 43 91 70 50 2479 2458 66 2392 2371
internal_count=3121 3095 3066 3041 3018 120 94 56 2898 2873 2853 2745 108 65 2721 43 2689 2664 142 115 2522 43 91 70 50 2479 2458 66 2392 2371
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=31
num_cat=0
split_feature=402 0 403 403 4 4 4 2 42 42 4 401 43 130 40 1 47 1452 12 46 131 52 147 12 1446 2 43 1446 1456 1452
split_gain=0.0847121 0.431131 0.692883 0.426815 0.156456 0.155178 0.248525 0.3549 0.154653 0.216597 0.190196 0.126424 0.278881 0.124376 0.294538 0.205146 0.194981 0.176807 0.150416 0.201391 0.201061 0.186883 0.149724 0.133761 0.162965 0.266082 0.270873 0.207222 0.185865 0.219535
threshold=0.095250000000000015 -0.071339999999999987 -0.082179999999999989 -0.5341999999999999 -0.58204499999999992 -0.085964999999999986 -0.078629999999999992 0.08542000000000001 0.092145000000000019 0.084695000000000006 0.052250000000000012 0.10947000000000001 -0.53814999999999991 -0.22461999999999996 -0.23755499999999996 0.15618500000000002 0.13975500000000002 0.11815000000000002 0.12757000000000002 -0.043074999999999995 -0.13752999999999996 0.016565000000000003 0.099730000000000027 0.11650500000000001 0.092750000000000013 0.085155000000000022 -0.013024999999999998 0.090050000000000005 0.11027500000000001 0.09921000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 -5 7 -7 9 10 -8 12 -6 -14 -15 16 17 18 19 -16 -21 -20 23 24 27 -26 -27 28 29 -22
right_child=1 2 -4 5 11 6 8 -9 -10 -11 -12 -13 13 14 15 -17 -18 -19 21 20 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0080294696986675275 -0.014239510810002685 0.02445783593284432 0.00086958207839140387 -0.0071087186853401362 0.011752456773538143 0.0017542042009728522 0.0075173743069171907 0.018211558768525721 0.0061183344398159541 -0.011166308607663149 -0.00490759791407202 -0.0064351436989982767 -0.0065023764114206031 0.012062770044431091 0.0098177416338807062 -0.0083408367571731409 0.0093500688841397124 -0.009242400509260949 -0.012638499113243253 0.0087354848264322559 -0.00020627196333857368 0.00070256484406335017 -0.0072473536020722894 0.0058673359012525331 0.011721386560238897 0.0049026086698583469 -0.0081548048183321953 -0.0099356609184972269 -0.0087632412239909176 0.0082646417521661329
leaf_weight=25 20 20 33 20 20 38 22 20 24 23 28 31 30 20 21 30 22 21 21 26 2339 21 29 38 30 47 24 22 25 31
leaf_count=25 20 20 33 20 20 38 22 20 24 23 28 31 30 20 21 30 22 21 21 26 2339 21 29 38 30 47 24 22 25 31
internal_value=0 0.00177324 0.00977081 -0.000400458 -0.000153068 0.00118115 0.00225081 0.00742915 -0.000845521 -0.00313501 0.00055939 -8.3928e-05 -1.40354e-05 -9.81719e-05 -2.87371e-05 -0.000116771 -2.59646e-05 -0.000102504 -3.07243e-05 6.40189e-05 -1.44293e-05 -0.00596797 -0.000102436 -2.13709e-05 -0.000110239 0.00382524 0.000488835 -0.000274693 -0.000185949 -9.5471e-05
internal_weight=0 248 53 195 2873 175 155 58 97 73 50 2848 2817 2797 2767 2747 2717 2695 2674 2632 2611 42 2585 2556 2518 101 71 2417 2395 2370
internal_count=3121 248 53 195 2873 175 155 58 97 73 50 2848 2817 2797 2767 2747 2717 2695 2674 2632 2611 42 2585 2556 2518 101 71 2417 2395 2370
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=31
num_cat=0
split_feature=97 104 9 0 11 120 2 10 13 39 0 0 11 2 15 0 15 2 14 130 15 47 160 130 40 8 1446 1 13 1452
split_gain=0.0810073 0.105302 0.176784 0.712433 0.215349 0.122463 0.0998336 0.282979 0.290187 0.142162 0.144229 0.160002 0.148753 0.14495 0.432528 0.241712 0.351523 0.197639 0.227641 0.185897 0.313915 0.337853 0.296771 0.276338 0.179973 0.228636 0.175564 0.169074 0.153742 0.152641
threshold=-0.086244999999999988 0.089050000000000004 -1.0000000180025095e-35 -0.055064999999999996 -0.011194999999999998 0.09852000000000001 0.31358000000000003 -0.012544999999999999 -0.092094999999999982 -0.082829999999999987 0.22582000000000002 0.16094000000000003 0.10458500000000001 0.14122000000000004 -0.41396999999999995 -0.010949999999999998 -0.028889999999999996 0.13622000000000004 -0.24175999999999997 0.09721500000000001 0.086195000000000008 0.088915000000000008 0.010565000000000001 0.11728500000000001 0.088160000000000016 0.084655000000000022 0.11655500000000001 0.13146500000000003 0.01128 0.11815000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 8 -6 -9 11 12 13 17 -15 16 -16 18 -11 24 21 22 28 -22 25 26 29 -19 -21 -20
right_child=1 -3 4 -5 5 -7 -8 9 -10 10 -12 -13 -14 14 15 -17 -18 27 19 20 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0054537294673974871 0.0037580251753810915 0.0071850178883323679 0.0098624708469618461 -0.020097185653590022 0.001210104930214584 -0.00767715968014229 0.0066976497161456141 0.0084611714491620669 -0.014811869554866392 0.0065150790701748104 -0.0084615124855190512 0.0089731688651954761 0.0081885704601352867 -0.0068470003211806565 0.017286143553867397 -0.0016673171637757195 0.0010635602965273639 -0.00083099465728515669 0.00018068575859874384 -0.020183969799267211 0.0090661562389383714 0.0048618131200782958 -0.0015831399833162625 -0.0036997664648179824 0.0084347260091453807 -0.0094206263293297246 -0.0074695147874374555 -0.01367811972508207 -0.0094653512205695733 -0.0083828839162985499
leaf_weight=27 31 20 22 21 20 21 22 20 26 51 20 20 22 29 34 21 22 21 2354 23 30 20 30 39 25 26 31 20 32 21
leaf_count=27 31 20 22 21 20 21 22 20 26 51 20 20 22 29 34 21 22 21 2354 23 30 20 30 39 25 26 31 20 32 21
internal_value=0 -4.75923e-05 -9.4649e-05 -0.00587581 4.8283e-06 -6.74611e-05 -1.38177e-05 -6.37508e-05 -0.00784579 5.9222e-05 1.09716e-06 6.00495e-05 -2.47675e-06 -6.61752e-05 0.0035618 0.00748199 0.010913 -0.000207404 -0.000102068 -0.000230337 -0.003389 -0.0068322 -0.00958373 0.00185063 -6.64606e-06 -9.342e-05 7.37272e-06 -0.00709788 -0.0139477 0.000104966
internal_weight=0 3094 3074 52 3022 3000 2979 2957 46 2911 2891 2871 2851 2829 106 77 56 2723 2682 2631 174 105 85 69 2457 2432 2406 41 55 2375
internal_count=3121 3094 3074 52 3022 3000 2979 2957 46 2911 2891 2871 2851 2829 106 77 56 2723 2682 2631 174 105 85 69 2457 2432 2406 41 55 2375
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=31
num_cat=0
split_feature=1213 1211 401 133 128 38 394 1212 402 47 1 43 403 43 0 402 43 43 4 13 15 1213 15 403 16 43 49 160 160 133
split_gain=0.082221 0.101928 0.175263 0.174467 0.136063 0.156102 0.118033 0.106273 0.14606 0.567159 0.378823 0.549027 0.389141 0.356447 0.240422 0.410802 0.29331 0.158186 0.158124 0.36783 0.14123 0.138707 0.390991 0.533418 0.222328 0.165759 0.184082 0.326122 0.332375 0.236503
threshold=0.39818500000000007 0.11671000000000002 -0.13200999999999999 0.51279500000000011 0.11876500000000001 0.11100500000000002 -0.15150999999999998 0.11387000000000001 0.088375000000000023 0.081320000000000017 0.090540000000000023 -0.0065949999999999993 -0.5335399999999999 -0.52440999999999993 -0.082484999999999989 0.113945 -0.0077799999999999996 -0.0011349999999999999 -0.51843499999999987 -0.012119999999999997 0.084510000000000016 0.060985000000000004 -0.091964999999999977 -0.082179999999999989 -0.079504999999999978 0.41889000000000004 -0.069799999999999987 0.10580000000000002 0.09389500000000002 0.085760000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 8 13 10 12 -12 -10 -8 16 20 -14 -18 19 -15 -16 25 -23 24 -24 26 27 28 -20 -28
right_child=-2 -3 4 -5 -6 -7 7 -9 9 -11 11 -13 14 18 15 -17 17 -19 21 -21 -22 22 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.013045686492696405 0.0045627679787009047 -0.0056721564993495125 -0.0066973507042146392 0.001337517000668283 0.0060091674250240127 -0.0089806494023650894 -0.011059391532714168 -0.0054545409227204 0.014546371974050998 0.017984253185845556 -0.01970410415902734 0.0011763133793411887 -0.0071415323348936431 -0.0045479384088969749 0.0060241010668687523 -0.0033687543316647927 0.0080809197719058697 -0.0022884036514109799 0.0021446023836331103 0.011925982808073362 0.017634882680563766 -0.0064458783541340384 0.0057746391168775717 0.019569695606807491 -0.0066017121098758211 0.0060840793813650429 -0.0015302065973141121 0.013960947779317699 -0.010749440538612279 0.00075796577895958454
leaf_weight=20 39 32 27 35 36 20 30 36 25 21 20 34 52 23 20 29 31 28 219 33 22 32 47 23 21 39 1422 21 22 662
leaf_count=20 39 32 27 35 36 20 30 36 25 21 20 34 52 23 20 29 31 28 219 33 22 32 47 23 21 39 1422 21 22 662
internal_value=0 -5.77378e-05 1.16757e-06 0.00559503 -0.000101558 -0.000175903 -0.000115986 -5.49637e-05 1.26249e-05 0.00217401 0.000901919 -0.00655717 0.00284777 -0.000222344 0.00124082 0.00578529 -0.001666 0.00315988 -9.55458e-05 0.00515991 0.0121059 -0.000212892 0.00306185 0.00640522 0.00195253 -0.000381778 -0.000489267 0.00200901 0.000967553 -0.00080335
internal_weight=0 3082 3050 55 2995 2959 2939 2912 2876 282 261 54 207 2594 182 71 111 59 2564 56 42 2508 123 91 68 2385 2346 262 241 2084
internal_count=3121 3082 3050 55 2995 2959 2939 2912 2876 282 261 54 207 2594 182 71 111 59 2564 56 42 2508 123 91 68 2385 2346 262 241 2084
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=31
num_cat=0
split_feature=1451 1451 51 16 153 50 473 16 12 121 31 9 10 1 4 0 11 1 11 52 16 1 3 2 151 51 1 3 151 156
split_gain=0.0764251 0.191572 0.1024 0.280139 0.20864 0.217971 0.143726 0.264805 0.106201 0.122052 0.100473 0.32786 0.175771 0.136184 0.394279 0.240076 0.204575 0.386716 0.257982 0.201001 0.367203 0.35619 0.198561 1.33937 0.489256 0.357915 0.403298 0.320307 0.607525 0.647144
threshold=0.089825000000000002 0.081365000000000007 -0.43587999999999999 0.51747500000000002 0.086100000000000024 -0.23848499999999997 -1.0000000180025095e-35 0.63636000000000015 0.23631000000000002 -0.085019999999999984 -0.067479999999999984 -1.0000000180025095e-35 -0.010699999999999999 0.13756000000000004 0.50644500000000015 -0.040504999999999992 0.095165000000000013 0.10587000000000001 0.08976000000000002 -0.56176499999999996 0.5136400000000001 0.099660000000000012 0.092670000000000016 0.086675000000000016 0.015440000000000001 -0.086719999999999978 0.09697500000000002 0.076840000000000006 -0.00016499999999999997 0.088855000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7 8 9 -8 12 -12 -11 16 15 -15 18 -18 19 21 22 -13 27 -24 25 -25 -27 -21 -29 -30
right_child=-2 -3 4 -5 -6 6 7 -9 -10 10 11 13 -14 14 -16 -17 17 -19 -20 20 -22 -23 23 24 -26 26 -28 28 29 -31
leaf_value=0.010497800587836538 0.0047868835006022094 -0.0093494186749343167 0.0080842828095862365 -0.0031986600852438383 -0.010245764981955291 0.0083602167759090663 0.0074101005596193398 -0.010833659751907639 -0.0071470581704661963 0.00944839083434393 -0.011335521528067497 -0.0013209082792365314 -0.00085190878048337798 0.0035408449261204195 0.011428732370050291 -0.0092345021509875856 -0.015698628205185135 0.0017472901554019364 0.011246235389262439 -7.2176597231954478e-05 -0.012583812042915574 0.016429906899575145 -0.023452575371733734 -0.0085670425211665808 -0.011288777750098344 0.013149488143001995 0.00094182620523497462 -0.0057922836595697968 0.02732385717332363 0.0018848347757011654
leaf_weight=32 33 22 33 28 20 20 22 23 21 30 26 26 37 38 39 24 24 27 20 2236 24 20 28 27 33 36 109 23 20 20
leaf_count=32 33 22 33 28 20 20 22 23 21 30 26 26 37 38 39 24 24 27 20 2236 24 20 28 27 33 36 109 23 20 20
internal_value=0 -5.11551e-05 1.55643e-05 0.00410612 -6.60835e-05 2.09923e-06 -8.82198e-05 -0.000145829 -6.13551e-05 -9.84942e-06 -6.67866e-05 -0.00015836 0.00376017 -5.35994e-05 0.00355094 -0.00140445 -0.000189798 -0.00646255 -6.77876e-05 -0.000154752 -0.00027266 0.00639684 -0.000155966 -0.00293765 -0.000135606 0.00200425 0.00397269 0.000125952 0.00715796 0.0146043
internal_weight=0 3088 3066 60 3006 2986 2953 2933 2910 2889 2867 2800 67 2774 101 62 2673 51 2622 2602 2556 46 2532 233 205 172 145 2299 63 40
internal_count=3121 3088 3066 60 3006 2986 2953 2933 2910 2889 2867 2800 67 2774 101 62 2673 51 2622 2602 2556 46 2532 233 205 172 145 2299 63 40
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=31
num_cat=0
split_feature=1205 401 1212 1212 402 1210 13 1212 15 4 402 42 402 0 401 133 43 402 133 133 402 403 403 52 131 131 12 132 16 400
split_gain=0.0742632 0.10604 0.114139 0.352894 0.282778 0.270952 0.163887 0.136635 0.389789 0.499897 0.270342 0.526635 0.182942 0.385317 0.757137 0.217403 0.184547 0.140405 0.301876 0.339024 0.279163 0.211204 0.205358 0.219949 0.163532 0.144676 0.268026 0.231615 0.295591 0.248234
threshold=0.09993500000000001 0.13767000000000004 -0.16927999999999996 -0.092764999999999986 0.2506000000000001 -0.15347999999999998 -0.086589999999999986 -0.040879999999999993 0.085315000000000016 -0.080584999999999976 0.11086000000000001 0.089165000000000008 0.095250000000000015 -0.086554999999999979 0.085410000000000014 -0.14757499999999998 -0.53814999999999991 -0.090599999999999986 0.5136750000000001 -0.0036349999999999998 -0.087759999999999991 -0.53255499999999989 -0.23730999999999999 0.086965000000000015 0.11891000000000002 0.11088500000000003 0.094375000000000014 0.10240500000000001 -0.079504999999999978 -0.090784999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 -1 8 -7 -10 12 -12 16 15 -15 -14 -9 18 19 -18 -19 -21 23 -20 25 27 -27 29 -29 -22
right_child=-2 -3 3 4 -6 7 -8 10 9 -11 11 -13 13 14 -16 -17 17 20 22 21 24 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0086077774950378654 -0.0059266741520592149 0.0069580868817865852 0.010879692080585908 0.01112170091470365 -0.011065864190459252 -0.0052102417801506819 0.00062615085233119327 -0.0094779235621293388 0.021811694653879388 -3.2635494558648627e-05 -0.016096313035713735 0.0049967130529694264 0.0044248779590886373 0.024839369154402189 -0.0023472135793417693 -0.0092551086896232194 -0.0038842237118871942 -0.011748553204926708 0.0080498066392638498 0.0012287408170748443 0.011049405653320719 0.01116551596171938 -0.011258492368229088 -0.0066032531019300225 -0.0077693301253020765 0.014091832768172025 -0.0020835841601226659 0.00078668079416578023 -0.014908102025704771 -0.00013869879912260306
leaf_weight=37 21 22 30 22 23 26 40 21 20 22 29 20 26 21 20 21 31 21 21 31 20 69 21 20 28 20 21 24 24 2349
leaf_count=37 21 22 30 22 23 26 40 21 20 22 29 20 26 21 20 21 31 21 21 31 20 69 21 20 28 20 21 24 24 2349
internal_value=0 4.01484e-05 -9.29752e-06 8.82452e-05 -2.07226e-05 6.54505e-05 -0.00381093 -1.76792e-05 0.00441249 0.0103694 -0.000123086 -0.00748691 5.36841e-06 0.00449286 0.0115776 -0.00168746 -0.000139762 -6.71318e-05 0.00253188 0.00525268 -0.000267215 0.00808512 -0.00321689 0.000901973 -0.000170229 -8.36648e-05 0.00580686 -0.000183587 -0.00706071 -4.42446e-05
internal_weight=0 3100 3078 3001 2971 2948 77 2926 68 42 2858 49 2809 88 41 47 2721 2700 193 131 2507 100 62 41 2486 2458 41 2417 48 2369
internal_count=3121 3100 3078 3001 2971 2948 77 2926 68 42 2858 49 2809 88 41 47 2721 2700 193 131 2507 100 62 41 2486 2458 41 2417 48 2369
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=31
num_cat=0
split_feature=3 45 11 104 30 44 1 0 15 14 2 15 40 0 2 133 2 1373 49 1446 1419 474 11 11 2 52 12 1429 1348 15
split_gain=0.0735288 0.0857352 0.260418 0.0930144 0.112534 0.104922 0.120351 0.170702 0.164436 0.218195 0.166851 0.219005 0.250073 0.238047 0.112966 0.248161 0.212711 0.170743 0.255376 0.180883 0.14325 0.174895 0.136033 0.337526 0.362239 0.254859 0.309176 0.218292 0.139552 0.391974
threshold=0.63141500000000017 -0.067109999999999989 -0.014494999999999999 0.077525000000000011 0.088655000000000012 0.10049500000000001 0.14804000000000003 -0.043914999999999989 -0.41396999999999995 -0.24175999999999997 0.10222000000000002 -0.49307999999999996 -0.024094999999999995 -0.067624999999999977 0.12992500000000004 0.088385000000000005 0.12358500000000001 0.085770000000000013 -0.0069299999999999995 0.11655500000000001 0.11420000000000001 0.11325 0.086080000000000018 0.079915000000000014 0.08622500000000001 -0.046924999999999988 0.095330000000000012 -0.13895999999999997 1.0000000180025095e-35 -0.0072999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 -8 10 -10 -4 -12 -13 -14 16 -16 17 19 -19 20 21 22 23 27 -25 26 -24 -11 -29 -30
right_child=-2 2 3 -5 -6 -7 7 -9 9 14 11 12 13 -15 15 -17 -18 18 -20 -21 -22 -23 25 24 -26 -27 -28 28 29 -31
leaf_value=-0.0064843435585498809 -0.0056332461859868923 0.011182083157334655 -0.01073037415313033 -0.0058354263832033791 0.0056975413978632011 -0.0060985885943020028 -0.0010328446328639986 0.012032451038248838 0.0092511827376886065 0.0092517577558755889 0.0053778856309751669 -0.013929727491700933 0.0063619584776461128 -0.0083640136002075104 -0.00026413113571999765 0.0087358925283510004 -0.0084689597653535512 0.012415938724384264 -0.0016102533861994742 -0.0082572109652338209 0.0084009200520813471 -0.0079550196699398976 0.0095417856039213284 0.018672627375344749 0.0014107946682000352 -0.01175155603060765 -0.0057261100349326934 -1.6667023617806856e-05 0.00081248531641904271 -0.016333376597613098
leaf_weight=20 23 21 26 27 35 28 20 20 26 25 30 21 23 21 88 47 30 27 25 27 20 28 21 20 31 28 36 2267 40 20
leaf_count=20 23 21 26 27 35 28 20 20 26 25 30 21 23 21 88 47 30 27 25 27 20 28 21 20 31 28 36 2267 40 20
internal_value=0 4.1822e-05 8.42273e-05 7.99077e-06 6.00608e-05 -5.81959e-06 5.16787e-05 0.0054998 -2.27746e-05 0.000132871 -0.0036322 -0.00168955 -0.00495144 -0.000666346 4.75916e-05 0.00286921 -9.6423e-05 -3.70938e-07 0.00567258 -0.000115468 -2.87852e-05 -9.5794e-05 -7.34613e-06 0.000131722 0.00818014 -0.00393889 -0.000101096 -4.27969e-05 -0.000142652 -0.0049028
internal_weight=0 3098 3078 3057 3030 2995 2967 40 2927 2806 121 95 65 44 2780 135 2645 2615 52 2563 2536 2516 2488 2403 51 85 57 2352 2327 60
internal_count=3121 3098 3078 3057 3030 2995 2967 40 2927 2806 121 95 65 44 2780 135 2645 2615 52 2563 2536 2516 2488 2403 51 85 57 2352 2327 60
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=31
num_cat=0
split_feature=13 0 0 50 0 51 51 51 124 150 124 2 13 13 1213 1213 483 1453 160 12 12 484 484 51 16 52 12 43 482 43
split_gain=0.0696045 0.25553 0.217405 0.207498 0.242674 0.181612 0.236408 0.702255 0.22272 0.258185 0.224746 0.186554 0.1781 0.418759 0.3909 0.684595 0.275005 0.302458 0.282422 0.268539 0.466855 0.280548 0.290934 0.314593 0.339426 0.249584 0.217073 0.485043 0.354466 0.27792
threshold=-0.066634999999999986 0.11070500000000001 0.030935000000000004 0.13857500000000003 -0.036484999999999997 0.094075000000000006 1.0000000180025095e-35 0.082455000000000014 -0.085664999999999977 -0.091259999999999994 -0.080874999999999989 0.088225000000000012 -0.084419999999999981 -0.083894999999999983 0.104315 0.039620000000000009 -0.041389999999999989 -0.081019999999999995 0.095580000000000012 0.083535000000000012 0.083935000000000023 0.087235000000000021 0.036420000000000008 -0.025069999999999999 -0.0068949999999999992 -0.070154999999999981 0.087925000000000017 -0.08756499999999999 0.088380000000000014 -0.082144999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 -1 -10 -11 -9 14 -14 15 16 17 -12 19 25 -21 22 23 -22 -25 -18 28 -28 -15 -29
right_child=-2 -3 -4 -5 -6 -7 7 11 9 10 12 -13 13 26 -16 -17 18 -19 -20 20 21 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.0082314788540504107 -0.00044647227887209247 -0.010452487656757945 0.0084436967795980828 -0.0089552395774618442 0.011040517506824638 0.0039951270676345943 -0.019448038805664206 0.0085710560104676672 0.011370932069522414 0.010214653827816896 -0.0024226629360451957 -0.0039959339097280196 0.011616275185504212 -1.7090879802433951e-05 -0.012886803192444719 0.016555858160490575 -0.0069040689326357102 0.013508781203283714 -0.010379022806882859 -0.01318626873657599 0.0070721621575648907 0.0089842397943139078 -0.012850199125545182 -0.0013734941275762476 -0.014645143447532542 0.0054215332510268686 0.014574230940819817 -0.0082834333293782241 -0.013046791022106147 0.0020737664702198942
leaf_weight=29 1648 21 35 23 22 131 24 21 22 23 22 27 39 106 26 23 20 26 35 36 40 25 23 234 21 92 29 29 26 243
leaf_count=29 1648 21 35 23 22 131 24 21 22 23 22 27 39 106 26 23 20 26 35 36 40 25 23 234 21 92 29 29 26 243
internal_value=0 0.000499515 0.000657912 0.000465603 0.00062104 0.000453964 8.01585e-05 -0.00548126 0.000422693 0.000642843 0.000431735 0.00150212 0.000226249 0.00169145 -0.000883823 -0.000361081 -0.00103894 0.00620687 -0.00170015 -0.00108149 -0.00235281 -0.00121577 -0.00201765 -0.00117308 -0.00246645 0.00322053 0.000797529 0.00228026 -0.00258355 0.000969506
internal_weight=0 1473 1452 1417 1394 1372 1241 72 1169 1140 1118 48 1095 472 623 597 574 48 526 491 379 343 318 295 255 112 433 301 132 272
internal_count=3121 1473 1452 1417 1394 1372 1241 72 1169 1140 1118 48 1095 472 623 597 574 48 526 491 379 343 318 295 255 112 433 301 132 272
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=31
num_cat=0
split_feature=1213 1211 401 403 128 38 130 480 52 3 48 0 43 1455 2 2 160 42 15 2 131 1 2 52 52 13 52 52 43 131
split_gain=0.0733615 0.0766907 0.135721 0.153134 0.11842 0.150471 0.0990224 0.112031 0.111599 0.275511 0.633574 0.503017 0.369651 0.217046 0.251969 0.618375 0.205692 0.443641 0.387755 0.268584 0.265397 0.186985 0.216084 0.13806 0.155592 0.344963 0.18527 0.184305 0.1346 0.232457
threshold=0.39818500000000007 0.11671000000000002 -0.13200999999999999 -0.070544999999999983 0.11876500000000001 0.11100500000000002 0.13213000000000003 0.12106000000000001 0.13796000000000003 0.11658 0.088735000000000022 -0.082844999999999988 -0.14035499999999998 0.10994000000000001 0.10097500000000002 0.10644500000000001 -0.44404499999999997 0.096035000000000023 -0.033689999999999991 0.093680000000000013 0.088910000000000017 0.079415000000000013 0.088475000000000012 0.12445000000000002 0.11434500000000002 -0.085384999999999975 0.10898500000000001 0.10347000000000002 0.41889000000000004 -0.41988499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 23 10 12 -12 -10 14 16 -16 19 18 -18 20 21 22 -14 24 26 -26 27 28 -4 -30
right_child=-2 -3 4 -5 -6 -7 -8 -9 9 -11 11 -13 13 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.011143064739830469 0.0043099407500659043 -0.00492455069540938 3.244845912679964e-05 0.00044565028365468607 0.005606954358518124 -0.0088076656591147186 -0.0066401438180195256 0.0062421544122376613 0.012343854232865853 -0.012356963907570942 -0.0025030348091744461 -0.023311694885515388 -0.0056162019048563465 0.0081045139197225662 0.01801248697253565 -0.0043613567069405688 -0.0051788890676107259 0.004523126381821424 -0.022666568042976516 -0.010720757437520661 -0.0076606841890939654 0.012287598487455399 0.0087456262786872688 0.0060230243974962296 0.003079138347960037 -0.014059068332426251 0.0072572288261855862 -0.0072804182754172128 -0.0022060994803905489 0.012534881593740506
leaf_weight=23 39 32 2333 32 36 20 23 28 25 23 26 21 22 27 21 30 32 23 21 20 21 24 20 39 23 24 36 34 20 23
leaf_count=23 39 32 2333 32 36 20 23 28 25 23 26 21 22 27 21 30 32 23 21 20 21 24 20 39 23 24 36 34 20 23
internal_value=0 -5.45385e-05 -3.44329e-06 0.00491911 -9.38408e-05 -0.000163198 -0.000104372 -5.28214e-05 -0.000113853 -0.00177168 -0.00104056 -0.0118005 0.000727686 -0.000384974 -0.00136453 0.0048514 -0.00309684 -0.00707487 -0.012108 -0.000271318 0.00213085 0.00524634 0.00122276 0.000119237 2.68797e-05 -0.00567229 0.000136389 3.00201e-05 0.000134631 0.00567861
internal_weight=0 3082 3050 55 2995 2959 2939 2916 2888 356 333 47 286 261 234 51 183 76 53 107 87 66 42 2532 2493 47 2446 2410 2376 43
internal_count=3121 3082 3050 55 2995 2959 2939 2916 2888 356 333 47 286 261 234 51 183 76 53 107 87 66 42 2532 2493 47 2446 2410 2376 43
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=31
num_cat=0
split_feature=1212 1211 1211 42 1212 1212 1212 13 1212 1212 1452 129 13 42 12 129 1212 13 16 130 130 42 130 398 12 42 42 403 403 1210
split_gain=0.0727362 0.113281 0.131842 0.462316 0.19676 0.142206 0.131095 0.215946 0.108224 0.201073 0.279654 0.157275 0.240321 0.359099 0.213707 0.18485 0.142695 0.566459 0.153813 0.140609 0.243946 0.216155 0.198489 0.264116 0.225906 0.200084 0.182771 0.149982 0.223579 0.246439
threshold=0.14338500000000001 0.11864500000000001 0.10678000000000001 -0.021469999999999996 0.10654500000000001 0.10167000000000001 0.091315000000000021 -0.029529999999999997 0.088495000000000018 0.087685000000000013 -0.079694999999999988 0.08956500000000002 -0.0065549999999999992 -0.080354999999999982 0.092655000000000015 0.087825000000000014 0.041590000000000009 -0.085669999999999982 -0.080954999999999985 0.09721500000000001 0.10631500000000001 -0.050249999999999996 0.085870000000000016 0.084375000000000019 0.094070000000000015 -0.089234999999999995 -0.095284999999999995 -0.5492149999999999 -0.5341999999999999 -0.00046999999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 8 -8 9 10 -1 15 -13 14 -14 16 19 -18 -19 22 26 -22 23 27 25 -24 -21 -12 -29 -30
right_child=-2 -3 3 -5 -6 -7 7 -9 -10 -11 11 12 13 -15 -16 -17 17 18 -20 20 21 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.011289040320976215 0.004900240423157811 -0.0057878829169032333 0.016828023996204141 -0.0030785213773404912 -0.008124743591373166 0.0076809850094529501 0.003918809532409623 -0.0083620452591114582 0.0056614457814515955 -0.0097629769173051637 0.0064081538820991643 0.0091394835760697981 -0.00083313221484422682 -0.011583495382219554 0.0094428755671662444 -0.0091331367593501574 -0.014378753959229499 -0.0026175074074503589 0.0085109772079664733 -0.0027807730957865717 0.0044487603611069858 -0.0072582830907776952 0.0067090817743779303 -0.0098554953277387013 0.013197501110540622 -0.0033055536963633803 -0.014998103627779834 -0.0083098963462362018 0.0051764809359472405 -0.0001088924678909272
leaf_weight=22 30 34 20 28 30 24 21 45 34 21 37 46 50 20 34 23 33 27 23 25 46 24 42 27 23 38 24 32 92 2146
leaf_count=22 30 34 20 28 30 24 21 45 34 21 37 46 50 20 34 23 33 27 23 25 46 24 42 27 23 38 24 32 92 2146
internal_value=0 -4.75597e-05 1.62842e-05 0.00521587 -6.66604e-05 1.44885e-05 -4.77774e-05 -0.0044545 5.28954e-05 -1.38965e-05 5.83444e-05 -2.95202e-05 0.00312098 0.000458954 0.0033262 -0.000207047 -0.000129252 -0.00420987 0.0025016 3.25623e-06 -0.00335319 0.000434917 0.000167153 -2.24337e-05 0.00446323 0.00195213 -0.00876477 9.26476e-05 -1.02924e-05 0.000108379
internal_weight=0 3091 3057 48 3009 2979 2955 66 2889 2855 2834 2812 150 104 84 2662 2639 83 50 2556 119 70 2437 2334 103 80 49 2307 2270 2238
internal_count=3121 3091 3057 48 3009 2979 2955 66 2889 2855 2834 2812 150 104 84 2662 2639 83 50 2556 119 70 2437 2334 103 80 49 2307 2270 2238
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=31
num_cat=0
split_feature=1185 13 0 12 0 43 457 1374 12 1210 12 43 48 157 13 160 133 13 43 1 0 0 43 1212 16 40 150 474 457 12
split_gain=0.0744697 0.073847 0.209169 0.192178 0.347318 0.208362 0.160838 0.273488 0.158783 0.39477 0.33033 0.332937 0.251366 0.296813 0.571906 0.32376 0.332911 0.302995 0.277813 0.259752 0.248272 0.563745 0.238587 0.244865 0.251423 0.203372 0.2054 0.233826 0.197021 0.223347
threshold=0.089620000000000019 -0.066634999999999986 0.11070500000000001 -0.094384999999999983 -0.15090499999999998 0.11268500000000002 -0.09521499999999998 0.089635000000000006 0.085955000000000018 -0.079504999999999978 0.085440000000000016 0.07827000000000002 0.11270000000000001 -0.076119999999999979 -0.083894999999999983 -0.077459999999999987 0.088820000000000024 -0.070304999999999992 0.05259500000000001 0.12000500000000001 -0.059114999999999994 1.0000000180025095e-35 0.055925000000000009 -0.020729999999999995 -0.094359999999999986 -0.078349999999999989 0.11188000000000002 0.089190000000000005 -0.092084999999999986 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -3 -8 10 -10 11 20 13 14 -11 -16 -17 19 -19 22 25 -22 -15 -24 -25 -5 27 28 -27 -30
right_child=-2 6 -4 8 5 -7 7 -9 9 12 -12 -13 -14 17 15 16 -18 18 -20 -21 21 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.0065240705297106797 0.0042870528018102054 0.008169987587080825 -0.00945292878895998 -0.0080945274666807936 0.011916675216432814 0.0011029029398092203 -0.00049097228296359895 -0.012259129788726569 0.013572640605270865 0.017859917688097252 -0.0085040827778185609 -0.010433574557925264 0.0090802314265498087 -0.0015774344806393876 -0.0086897219405121483 0.011111403758238471 -0.0050618122098967438 0.012473247177320335 -0.0016667973521786433 -0.011095379903912544 0.018862522935325449 -0.0040437641736519132 -0.0054817046876996754 0.015038459250703455 0.0022546740435063837 -0.0087767400874078968 0.01018967093899846 -0.010215352848172189 0.0039897385224725848 -0.0011699098798293455
leaf_weight=21 40 21 21 31 49 28 1567 20 25 27 53 30 35 455 24 35 20 33 24 25 22 21 20 25 40 22 20 22 144 201
leaf_count=21 40 21 21 31 49 28 1567 20 25 27 53 30 35 455 24 35 20 33 24 25 22 21 20 25 40 22 20 22 144 201
internal_value=0 -5.56579e-05 0.000455862 0.000599171 0.00487544 0.00798439 -0.000524233 -0.000639279 0.000289662 0.00120744 -0.000988091 -0.000211585 0.000802289 0.000404311 0.00529554 0.00100139 0.00523023 -0.000429242 0.00651954 -0.00113027 0.000423321 0.00767573 -0.000668923 0.00419429 0.00717151 -0.000285438 0.000306449 -0.000201685 0.000398589 0.000983682
internal_weight=0 3081 1473 1452 98 77 1608 1587 1354 788 566 513 763 728 106 79 55 622 57 565 483 43 540 85 65 440 409 389 367 345
internal_count=3121 3081 1473 1452 98 77 1608 1587 1354 788 566 513 763 728 106 79 55 622 57 565 483 43 540 85 65 440 409 389 367 345
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=31
num_cat=0
split_feature=138 3 9 33 12 16 39 52 43 0 1 1 1 1 52 1 1 1 43 16 49 1205 50 2 1452 51 51 4 4 43
split_gain=0.0772777 0.0858419 0.0943564 0.161586 0.120898 0.109385 0.100844 0.310953 0.266846 0.176381 0.179891 0.248608 0.56599 0.470108 0.333262 0.182321 0.261394 0.270848 0.358545 0.201719 0.189315 0.146591 0.148442 0.359252 0.207555 0.146326 0.361103 0.375089 0.246957 0.21516
threshold=0.099165000000000017 0.63141500000000017 0.092890000000000014 0.078905000000000017 0.22926500000000002 -0.083134999999999987 0.10076500000000001 -0.077024999999999996 -0.071044999999999983 0.18019500000000002 0.11669000000000002 0.11146500000000002 0.10984500000000001 0.11249000000000002 -1.0000000180025095e-35 0.13501500000000002 0.12408500000000001 0.12040000000000002 -0.0065949999999999993 0.013515000000000001 0.11042000000000002 0.09993500000000001 0.11875500000000001 0.086675000000000016 0.11727000000000001 0.11794000000000002 0.11144500000000002 -0.52556499999999995 -0.50940999999999981 -0.53814999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 9 -8 -9 10 11 12 21 -13 -15 16 17 18 19 -12 -18 22 24 -24 25 26 27 -1 -29 -30
right_child=-2 -3 -4 5 -6 -7 7 8 -10 -11 15 13 -14 14 -16 -17 20 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.011893395126725619 0.0061960688605904582 -0.0062642870301550082 -0.0048829728880753886 0.011092718665234069 0.00677033535276468 0.00087443494237959384 0.0048993837143130161 -0.01436418216326274 -0.0020802408689633012 0.0085724612340224368 -0.0071663383720442647 -0.016729156597732352 0.015887550692158667 0.004783810577577069 -0.0086451383526295871 -0.00096480698091909282 0.014293876662535744 -0.0059909515473009385 0.016333501599729062 0.0070364554182742725 0.0022181328589795158 -0.00874975647777319 -0.013073756179461877 -0.00028461862991495829 0.0092680370629144217 0.0052177742488828359 -0.010746187368931716 -0.0098765277563451007 0.0097666968379847025 -0.00017285362759260489
leaf_weight=26 20 22 39 22 26 20 34 28 48 24 20 26 22 42 33 90 37 32 20 20 20 20 30 82 24 51 32 26 22 2163
leaf_count=26 20 22 39 22 26 20 34 28 48 24 20 26 22 42 33 90 37 32 20 20 20 20 30 82 24 51 32 26 22 2163
internal_value=0 -3.99617e-05 4.51217e-06 6.72135e-05 -1.90793e-05 0.00622687 -7.84752e-05 -0.00304972 -0.0066059 3.57237e-05 -3.64686e-05 -0.0002779 -8.12392e-05 -0.00514186 -0.00112493 0.00258898 0.00473556 0.00143872 0.00540121 -6.49415e-05 0.0100568 -0.000223127 -0.000153692 -0.00371028 1.62478e-05 -7.94604e-05 -0.000198526 -4.76426e-05 -0.000188062 -7.27758e-05
internal_weight=0 3101 3079 3040 2998 42 2972 110 76 2862 2838 2599 2498 101 75 239 149 92 60 40 57 2476 2456 112 2344 2320 2269 2237 2211 2185
internal_count=3121 3101 3079 3040 2998 42 2972 110 76 2862 2838 2599 2498 101 75 239 149 92 60 40 57 2476 2456 112 2344 2320 2269 2237 2211 2185
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=31
num_cat=0
split_feature=52 8 104 11 120 12 376 376 42 12 12 133 128 3 52 12 132 3 4 4 3 43 402 1209 402 403 43 1209 3 1210
split_gain=0.0720174 0.0726096 0.0923799 0.224452 0.133306 0.114893 0.161153 0.123254 0.128394 0.20361 0.407675 0.215668 0.160821 0.238197 0.15043 0.412465 0.374177 0.501018 0.515387 0.412948 0.420603 0.299316 0.198551 0.279618 0.458775 0.332636 0.498708 0.18763 0.511833 0.215433
threshold=0.63556000000000001 0.099635000000000015 0.083745000000000014 -0.011194999999999998 0.09852000000000001 0.22926500000000002 -0.18919999999999998 -1.0000000180025095e-35 -0.14609499999999997 0.085440000000000016 0.092995000000000008 0.088625000000000009 0.11170500000000001 -0.07908999999999998 0.10024500000000001 0.12757000000000002 -0.083919999999999981 -0.14989499999999997 -0.082769999999999982 -0.081114999999999979 0.10542000000000001 -0.0092949999999999994 -0.020594999999999999 0.087355000000000002 -0.088189999999999991 -0.10117499999999999 -0.079109999999999986 -0.069599999999999981 -0.082334999999999978 -0.018549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 9 -9 11 -11 14 -14 15 22 -16 -18 21 -20 -21 -19 23 24 25 26 -10 28 -24 -29
right_child=-2 -3 -4 4 -6 -7 7 8 12 10 -12 -13 13 -15 16 -17 17 18 19 20 -22 -23 27 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.010434698524130953 0.0058363749529235067 0.0058206496538505672 0.00563825545333592 0.0088868320547044275 -0.0081977091729640971 0.0071936432441527202 -0.0057784214738364282 0.0091058922412160497 -0.0015752285905182362 0.00038495142141292834 0.010568418119102717 -0.013113295637303964 -0.014253144478425385 -0.00016422692220658064 0.010929678028206463 -0.011163663550940974 -0.013841761511695735 0.0170598300706063 -0.016516395458020271 -0.00091634595434048343 -0.01320967333391309 0.0021837116782798581 0.0054643387533724313 -0.00060163236871037804 0.016162509197259652 -0.0025050044729141522 0.01802553546666685 0.0080277688801288615 -0.016196238843258472 0.00010833901731593167
leaf_weight=21 21 21 28 20 20 22 38 39 25 29 25 20 20 30 23 31 34 21 20 385 30 38 20 115 34 56 27 35 24 1849
leaf_count=21 21 21 28 20 20 22 38 39 25 29 25 20 20 30 23 31 34 21 20 385 30 38 20 115 34 56 27 35 24 1849
internal_value=0 -3.95367e-05 -7.95055e-05 -0.000131979 -6.05743e-05 -6.50691e-06 -5.95201e-05 -0.000119805 -4.64173e-05 0.00325874 0.000177137 -0.00512454 -0.000178999 -0.00579979 -7.74307e-05 0.000290235 -0.0015561 -0.00209999 -0.00129185 -0.00248141 -0.00180502 0.0074786 0.000452739 0.00306368 0.00603207 0.00284286 0.00860209 0.000104703 -0.00635052 0.000255462
internal_weight=0 3100 3079 3051 3030 3010 2988 2968 2930 113 74 49 2817 50 2767 2216 551 528 494 435 415 59 2185 257 142 108 52 1928 44 1884
internal_count=3121 3100 3079 3051 3030 3010 2988 2968 2930 113 74 49 2817 50 2767 2216 551 528 494 435 415 59 2185 257 142 108 52 1928 44 1884
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=31
num_cat=0
split_feature=399 1201 133 16 1210 0 0 52 1213 1213 1212 1212 42 12 401 402 43 402 1213 1213 1213 402 403 42 150 49 157 15 43 3
split_gain=0.0764536 0.0858772 0.142821 0.203618 0.10847 0.426232 0.61357 0.224166 0.104578 0.145755 0.226914 0.318304 0.324882 0.166426 0.133547 0.216504 0.260787 0.203607 0.139967 0.171253 0.139568 0.157229 0.239163 0.131157 0.279249 0.438821 0.230744 0.201702 0.208073 0.265726
threshold=-0.087854999999999989 -0.072239999999999985 -0.46007999999999999 -0.077074999999999991 -0.08453999999999999 -0.071719999999999992 -0.080689999999999984 0.086040000000000019 -0.50911999999999991 -0.40446999999999994 -0.121045 -0.075499999999999998 0.084435000000000024 0.096645000000000009 -0.4686749999999999 -0.43418999999999991 -0.043144999999999996 -0.41103999999999991 -0.12077499999999998 -0.088159999999999974 -0.086394999999999986 0.11375000000000002 -0.55157999999999985 0.09858500000000002 0.093625000000000014 -0.0036199999999999995 -1.0000000180025095e-35 0.12044500000000001 0.031595000000000005 -0.094874999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -4 -6 -10 13 12 -12 -11 -13 16 -16 -17 -19 -20 -21 22 -22 -24 25 -25 -27 28 29 -28
right_child=1 2 4 -5 8 -7 -8 -9 9 10 11 14 -14 -15 15 17 -18 18 19 20 21 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.0045186468670648091 -0.0060127100519215071 0.0088553030857394001 0.0034217852779797144 -0.0011228132324341015 -0.0064467261508107179 0.0086548952542690807 -0.021950154509395362 -0.0091261121910065409 0.0055131935516631835 -0.012285348460472261 -0.0015902997758530546 0.0065638605722536649 0.01509714018736434 -0.00015180192072875799 0.00081598095595836651 0.010018125800415875 -0.015139497741169872 -0.0075567266754806052 0.0089555065934768027 -0.0082307647292812671 -0.0091488616003108959 0.0081857839599251744 -0.00026082451535223479 0.01652842000634833 -0.0092289306037127965 -0.0069440018454635585 -0.010743247359059752 0.011715135480398717 0.0084506097767088149 0.0017875054143157534
leaf_weight=37 24 43 35 39 25 23 20 24 48 26 20 30 28 20 20 20 21 25 21 21 29 23 2241 22 20 27 20 23 36 110
leaf_count=37 24 43 35 39 25 23 20 24 48 26 20 30 28 20 20 20 21 25 21 21 29 23 2241 22 20 27 20 23 36 110
internal_value=0 -5.4212e-05 -7.47873e-06 0.00410961 -0.000120844 -0.00332554 -0.00681351 -0.00168244 -7.18655e-06 4.92808e-05 -4.4286e-05 7.19338e-05 0.00814404 -0.00700989 -7.10936e-05 -0.000145393 -0.00735634 -3.33201e-05 -0.000110107 -3.83119e-05 -0.000111745 -4.49088e-05 -0.000119792 -1.50134e-05 0.00212011 0.00307381 0.00170344 0.00293879 0.00172279 -0.000140303
internal_weight=0 3084 3060 82 2978 102 79 59 2876 2851 2803 2757 48 46 2709 2679 41 2638 2618 2593 2572 2551 2528 2499 258 238 216 189 166 130
internal_count=3121 3084 3060 82 2978 102 79 59 2876 2851 2803 2757 48 46 2709 2679 41 2638 2618 2593 2572 2551 2528 2499 258 238 216 189 166 130
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=31
num_cat=0
split_feature=124 39 2 11 1 1 9 45 1452 104 30 1 3 13 4 1 1 1371 14 448 1374 1374 149 4 0 150 3 474 474 51
split_gain=0.0764879 0.111496 0.413156 0.219256 0.121264 0.295276 0.152217 0.128732 0.128509 0.118674 0.154246 0.180621 0.126873 0.337771 0.240957 0.225725 0.256769 0.187696 0.271628 0.175134 0.149203 0.246384 0.19111 0.348863 0.695077 0.350382 0.299426 0.200608 0.196794 0.200759
threshold=0.10281000000000001 -0.0091949999999999983 0.10584500000000001 -0.014494999999999999 0.16175000000000003 0.14860500000000001 0.10530000000000002 0.10526500000000001 0.11850000000000001 0.077525000000000011 0.088655000000000012 0.13869000000000004 0.12178000000000001 -0.17933499999999997 0.41555500000000006 0.11353000000000001 0.12873500000000002 0.08976000000000002 0.10189000000000002 -0.08705499999999998 0.089635000000000006 0.085820000000000021 0.079625000000000015 -0.51253999999999988 0.11070500000000001 0.12416000000000001 -0.085709999999999995 -0.25711499999999993 -0.084054999999999977 -0.10316499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 8 9 10 11 12 13 -5 15 -14 -17 18 19 -15 21 22 23 24 -21 27 -24 -25 29 -29
right_child=-2 3 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 14 17 -16 16 -18 -19 -20 20 -22 -23 26 25 -26 -27 -28 28 -30 -31
leaf_value=0.015055849639148536 -0.0044008177323028065 -0.01020562997132185 -0.0029862426004062096 -0.011847153244889342 0.0076204043946095888 -0.011292089623242171 0.0081858786389879569 0.007639753893520472 -0.0080268788896501065 -0.0071379889764458596 0.0077412346360058743 -0.0067547728779176492 0.012049112422391773 -0.0079292770095721454 -0.0049297674845617551 -0.0050758183987524644 0.0099954113014973714 0.0092678484930233517 -0.01133504295416753 -0.017795937521863852 -0.0065153068608858377 0.011039147153496742 0.015708515509031712 -0.0072684238883940619 0.0043751217747250428 -0.010891806488923197 -0.00119757279753685 0.014121341918195999 0.00033483347329033068 0.0012828519856878397
leaf_weight=22 39 21 30 24 21 23 23 22 20 23 26 39 36 27 26 26 20 22 21 31 33 21 20 34 26 28 22 21 2345 29
leaf_count=22 39 21 30 24 21 23 23 22 20 23 26 39 36 27 26 26 20 22 21 31 33 21 20 34 26 28 22 21 2345 29
internal_value=0 5.56885e-05 0.00464695 -2.31055e-05 4.7959e-05 -5.26098e-06 8.22928e-05 1.89405e-05 -3.84766e-05 1.66159e-05 7.38129e-05 3.88905e-06 9.76258e-05 -3.66151e-05 0.00345862 0.00611835 0.00147689 6.91509e-05 -6.98579e-06 8.32263e-05 0.000166114 0.000251674 0.000163044 5.12798e-05 -0.00768282 0.000230703 0.00685295 0.000358917 0.000467196 0.00667502
internal_weight=0 3082 52 3030 3009 2988 2965 2942 2920 2900 2877 2851 2812 2704 108 82 46 2680 2658 2637 2610 2577 2556 2514 57 2457 42 2429 2395 50
internal_count=3121 3082 52 3030 3009 2988 2965 2942 2920 2900 2877 2851 2812 2704 108 82 46 2680 2658 2637 2610 2577 2556 2514 57 2457 42 2429 2395 50
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=31
num_cat=0
split_feature=132 132 43 133 13 133 15 13 42 2 133 132 131 131 2 124 15 376 44 1 8 447 13 447 40 133 150 9 2 30
split_gain=0.0718677 0.139415 0.133513 0.162367 0.184316 0.168327 0.162888 0.283306 0.172926 0.146206 0.142128 0.110458 0.10475 0.155339 0.0973737 0.120498 0.212947 0.155939 0.164529 0.226781 0.19817 0.153207 0.265234 0.19485 0.168547 0.355501 0.22703 0.194148 0.366263 0.411305
threshold=-0.43443999999999999 -0.26631499999999991 0.28064000000000006 -0.14757499999999998 -0.011914999999999999 -0.15129499999999999 0.084840000000000013 -0.117405 0.089390000000000011 0.086000000000000007 -0.42035499999999998 -0.040939999999999997 0.13702500000000004 0.13052000000000002 0.31098000000000003 0.091025000000000009 -0.089964999999999976 0.11283000000000001 0.10049500000000001 0.14754500000000001 0.091215000000000004 0.086195000000000008 -0.083764999999999992 0.089635000000000006 -0.082294999999999993 0.086990000000000012 0.083770000000000011 0.086220000000000005 -0.0091949999999999983 0.088065000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 9 -8 11 -4 13 14 15 17 -17 18 19 20 21 24 -23 -24 25 -5 -27 28 29 -26
right_child=1 2 10 12 -6 -7 8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 23 -25 27 26 -28 -29 -30 -31
leaf_value=-0.0042658346466338025 0.0068377382960170515 0.0016738062000109092 -0.0056132728001102809 0.011267864401452244 -0.0033046928863670376 0.012659522171386266 -0.0097975317045070603 0.016289004448446491 0.0074715260369703183 0.0016279301402391867 -0.010995169017802585 0.0041377887750665343 0.0058792506216158134 -0.0089433250622823843 -0.0050595942048881305 -0.012440333324706272 0.0019776020012795925 0.0084398512569764123 -0.0082562644713713492 0.0080568895622023518 -0.0094973175045610838 0.014236009251326323 -0.0071668696356937296 0.004479197888890756 -0.019080024720592934 0.0056723405296603838 -0.0087088326650226252 0.0069203527178615335 -0.00021023294683428304 0.00048567720555833409
leaf_weight=39 30 36 26 39 37 22 21 21 20 24 22 21 29 20 39 21 20 22 24 35 22 20 20 51 22 21 23 37 2316 21
leaf_count=39 30 36 26 39 37 22 21 21 20 24 22 21 29 20 39 21 20 22 24 35 22 20 20 51 22 21 23 37 2316 21
internal_value=0 5.39804e-05 -1.27014e-05 8.78916e-05 0.00299069 0.00460825 0.00315638 0.00705835 -0.000265343 -0.00370395 -0.00436153 -0.00125642 -9.96196e-05 -0.000162147 -9.8353e-05 -2.70603e-05 -0.00540719 5.54633e-05 -1.41167e-05 6.11827e-05 -4.6784e-05 3.41155e-05 0.00406398 0.00119862 -0.000113814 0.00431642 -0.00184509 -0.000267282 -0.000380017 -0.00952468
internal_weight=0 3082 3052 2983 181 144 122 57 65 45 69 47 2802 2773 2753 2714 41 2673 2651 2627 2592 2570 91 71 2479 83 44 2396 2359 43
internal_count=3121 3082 3052 2983 181 144 122 57 65 45 69 47 2802 2773 2753 2714 41 2673 2651 2627 2592 2570 91 71 2479 83 44 2396 2359 43
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=31
num_cat=0
split_feature=1212 15 403 13 1211 1211 130 130 42 2 13 133 470 1420 1429 475 475 474 3 16 52 482 1 4 0 43 12 12 1212 4
split_gain=0.0694938 0.165901 0.161263 0.139178 0.129486 0.164457 0.0888384 0.180886 0.193908 0.153958 0.205631 0.189729 0.121458 0.147574 0.119175 0.313074 0.119598 0.228652 0.640968 0.136383 0.405512 0.201296 0.217952 0.300886 0.508832 0.25871 0.255734 0.937809 0.526155 1.18924
threshold=0.11930500000000001 0.089740000000000014 -0.55683499999999986 -0.067149999999999987 0.11434500000000002 0.10678000000000001 0.09721500000000001 0.10631500000000001 -0.095859999999999987 0.11510000000000002 -0.0075049999999999987 -0.40071499999999999 0.079700000000000007 -0.086449999999999985 -0.23587499999999997 0.093020000000000005 0.05680000000000001 -0.10160499999999999 -0.073309999999999986 0.062650000000000025 0.40674500000000008 0.085675000000000015 0.15471500000000002 -0.17966999999999997 0.056435000000000006 -0.50216499999999986 0.083935000000000023 0.083785000000000012 0.049115000000000006 -0.074729999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 12 8 -8 10 -9 -12 13 -4 -15 16 17 18 -16 21 -21 22 23 24 -19 -25 27 28 29 -27
right_child=1 3 4 -5 -6 -7 7 9 -10 -11 11 -13 -14 14 15 -17 -18 19 -20 20 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0074960276034885436 0.010548019045520397 0.003902490982519729 0.0081531043042955189 -0.006554763481253759 -0.0078281915569234466 0.0082963398347298319 -0.001333132467698306 0.0047159310983261099 -0.012728276020373283 0.0078821341967254526 0.0021072601012530781 -0.0099819796760343971 -0.0074575907711516183 -0.0072210240855135714 -0.0029971514155881273 0.012049758747558703 -0.0064294783381878265 0.019740758738286485 0.020622321395203473 -0.00087245415384461602 -0.014773386750708929 0.0039802341846508216 -0.009581164975205194 0.0090668533252732421 -0.00017136604609814559 -0.015996451409674199 0.00066462291144707257 -0.02208031338470226 0.012081157711559329 -0.00027491225135591599
leaf_weight=29 21 35 23 20 21 24 32 32 28 21 21 34 21 22 27 22 28 21 20 455 22 143 23 31 33 53 1286 22 29 522
leaf_count=29 21 35 23 20 21 24 32 32 28 21 21 34 21 22 27 22 28 21 20 455 22 143 23 31 33 53 1286 22 29 522
internal_value=0 0.00298685 -7.45485e-05 9.9853e-05 -3.18816e-06 5.16783e-05 -1.49228e-05 -0.00224853 -0.00665087 0.00019722 -0.00165776 -0.00536609 0.00011895 0.000176142 0.000109643 0.000168567 7.22919e-05 0.000140044 0.00705369 1.696e-05 -0.00151359 0.000354487 9.78129e-05 0.000209288 0.00757224 4.65676e-06 -0.000142272 -0.00179989 -0.0010612 -0.00172403
internal_weight=0 76 3045 55 3016 2995 2971 168 60 108 87 55 2803 2782 2759 2737 2715 2687 47 2640 477 2163 2020 1997 54 1943 1912 626 604 575
internal_count=3121 76 3045 55 3016 2995 2971 168 60 108 87 55 2803 2782 2759 2737 2715 2687 47 2640 477 2163 2020 1997 54 1943 1912 626 604 575
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=31
num_cat=0
split_feature=52 151 151 42 51 43 3 475 0 456 0 3 13 49 2 13 457 148 4 51 50 132 132 124 3 376 51 51 48 0
split_gain=0.0719949 0.0761015 0.240376 0.298322 0.224758 0.254656 0.358598 0.43729 0.399255 0.320473 0.284653 0.229486 0.223764 0.222773 0.397415 0.231958 0.184106 0.159282 0.153192 0.109004 0.148646 0.114052 0.123112 0.14957 0.179033 0.141382 0.132066 0.814938 0.40542 0.859986
threshold=0.63556000000000001 -0.081864999999999979 -0.083804999999999977 0.085935000000000025 0.08955500000000001 -0.085474999999999982 -0.045649999999999989 -0.085684999999999997 -0.084674999999999986 0.084890000000000007 -0.22491999999999998 -0.0025099999999999996 -0.0097949999999999982 -0.009329999999999998 0.086950000000000013 -0.087529999999999983 1.0000000180025095e-35 -0.079549999999999996 -0.011209999999999999 0.15466000000000005 0.10917 -0.43443999999999999 -0.26631499999999991 0.08919500000000001 -0.0096849999999999974 0.11283000000000001 0.078435000000000019 0.084305000000000019 0.08955500000000001 -0.067624999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 9 -9 -7 12 13 15 -15 -12 -16 -3 -14 21 -21 -19 -23 25 -25 26 -24 -28 -29 -30
right_child=-2 17 3 -5 -6 10 -8 8 -10 -11 11 -13 18 14 16 -17 -18 19 -20 20 -22 22 23 24 -26 -27 27 28 29 -31
leaf_value=0.014364683056588879 0.0058354618293898451 -0.007358075777489332 0.016414564695547928 0.0012875451880972834 -0.0095024600095877602 0.0079066022652490384 0.015464576128094147 -0.015493901624965171 0.0070973924273857849 0.00084808612203535942 -0.0024019400165839633 -0.012872625864110887 -0.0018249389249831438 0.011404541488736868 0.0004437356498902259 -0.017095187483798891 -0.012674929052591325 -0.0061803508149296249 0.0096166247874498387 0.010837194946638887 0.00049124370760670526 0.0065437302049421876 7.864269401920972e-05 -7.524681480034539e-05 -0.013011902305297555 0.0080266026048255827 -0.021122786744187275 0.0014461706412713165 -0.0011145885388499925 -0.024187786123227507
leaf_weight=22 21 31 22 32 22 29 24 24 32 24 22 20 22 20 23 21 20 32 25 21 41 27 2138 23 20 21 21 230 70 21
leaf_count=22 21 31 22 32 22 29 24 24 32 24 22 20 22 20 23 21 20 32 25 21 41 27 2138 23 20 21 21 230 70 21
internal_value=0 -3.95305e-05 0.0012404 0.0074504 0.000282281 0.000938574 0.00446659 0.00187882 -0.00155479 -0.00732291 -0.00126207 -0.00279901 -0.0014822 -0.00402871 -0.000241299 -0.00957771 -0.00565797 -0.00023133 0.004261 -0.000148429 0.00399552 -0.000247133 -0.000173285 -0.000244574 -0.0060923 -0.000144033 -0.00021322 -0.00203779 -0.000789238 -0.00643917
internal_weight=0 3100 404 54 350 328 126 102 80 48 202 173 153 106 63 43 43 2696 47 2665 62 2603 2571 2544 43 2501 2480 342 321 91
internal_count=3121 3100 404 54 350 328 126 102 80 48 202 173 153 106 63 43 43 2696 47 2665 62 2603 2571 2544 43 2501 2480 342 321 91
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=31
num_cat=0
split_feature=1420 155 1455 160 160 480 13 0 0 1426 52 52 48 48 133 13 1208 16 0 3 50 16 474 474 12 160 42 14 39 0
split_gain=0.0712024 0.108174 0.0952568 0.228996 0.162854 0.0910085 0.102319 0.178631 0.209268 0.174939 0.172619 0.469463 0.229145 0.27768 0.232317 0.21076 0.506489 0.504623 0.789886 0.501271 0.264542 0.229968 0.220833 0.262135 0.248772 0.556568 0.488237 0.432834 0.407364 0.40716
threshold=0.056520000000000008 0.14547000000000002 -0.23681499999999997 -0.55323499999999981 -0.54913999999999985 -0.095389999999999989 -0.066634999999999986 0.11070500000000001 0.041630000000000007 -0.052649999999999995 0.5140450000000002 0.42957000000000006 0.14823500000000003 0.091035000000000019 -0.54084999999999994 -0.016469999999999995 0.099975000000000008 -0.083539999999999989 -0.071339999999999987 -0.078584999999999988 0.10672000000000002 0.15891500000000003 0.096025000000000013 0.086990000000000012 -0.010834999999999999 0.08325500000000001 -0.091964999999999977 0.078235000000000013 0.088090000000000016 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 8 -7 -8 11 12 13 14 -11 16 17 -16 19 -19 22 -20 23 24 25 26 -17 29 -27 -26
right_child=-2 -3 3 4 5 6 9 -9 -10 10 -12 -13 -14 -15 15 20 -18 18 21 -21 -22 -23 -24 -25 27 28 -28 -29 -30 -31
leaf_value=0.0049646546279913505 -0.0055434127186384545 0.0067287201857349531 -0.0078923160946500065 0.0090166724356822679 -0.0065971167979850661 0.00062753649262179225 -0.009010496188420803 -0.008510395884513855 0.01068858223124629 0.0083593937223432249 -0.0069768488765336008 0.012589688395382838 -0.010172050733914756 0.0034668283569708209 0.0010703339580712574 0.0024546132463475934 0.0067116173127522846 -0.028804793061975104 0.00040728801924904637 -0.0091682773316279064 -0.0079864698165858349 -0.011893961345776916 0.008692135199505303 -0.0096800751470286286 0.0068465389031054525 -0.0032911828521526225 -0.015043059956783858 -0.0095146814035251756 0.014525280919458186 0.00022174650262404556
leaf_weight=38 23 24 37 20 21 1330 24 21 21 27 39 28 24 171 70 23 39 26 55 26 44 21 28 29 108 33 52 40 21 658
leaf_count=38 23 24 37 20 21 1330 24 21 21 27 39 28 24 171 70 23 39 26 55 26 44 21 28 29 108 33 52 40 21 658
internal_value=0 4.11551e-05 -1.10575e-05 -7.33359e-05 2.31304e-05 -3.72492e-05 9.32183e-06 0.000641666 0.000783926 -0.0005377 -0.000407516 -0.000239292 -0.000479568 -0.000321431 -0.000819732 -0.00101442 -0.00370462 -0.00575631 -0.00948963 -0.0189865 -0.000398996 -0.00299174 -6.2455e-05 -0.000316738 -2.63241e-05 -0.00410357 -0.00967711 0.000626238 0.00363744 0.00115579
internal_weight=0 3098 3074 3036 2999 2979 2958 1372 1351 1586 1562 1523 1495 1471 1300 1273 237 198 128 52 1036 76 992 964 935 129 75 806 54 766
internal_count=3121 3098 3074 3036 2999 2979 2958 1372 1351 1586 1562 1523 1495 1471 1300 1273 237 198 128 52 1036 76 992 964 935 129 75 806 54 766
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=31
num_cat=0
split_feature=471 1420 1425 156 1429 15 482 482 484 1456 1455 1455 160 1446 1446 51 16 16 133 1446 1446 16 475 4 52 1429 16 16 48 2
split_gain=0.0705426 0.102616 0.109919 0.151317 0.122594 0.158536 0.118401 0.145705 0.158965 0.104728 0.135298 0.151898 0.134934 0.169882 0.424131 0.129272 0.164912 0.369153 0.24555 0.164821 0.205855 0.145801 0.208049 0.494011 0.185456 0.144596 0.249533 0.172689 0.295476 0.338023
threshold=0.10693500000000002 0.056520000000000008 0.10499500000000002 0.11659000000000001 -0.015219999999999999 -0.03241999999999999 0.11816500000000001 0.11191500000000001 0.13733500000000001 -0.16480999999999998 -0.094999999999999987 -0.065979999999999983 -0.55323499999999981 0.11018500000000002 0.11655500000000001 -0.46280499999999997 0.41370500000000004 0.51222500000000004 0.024320000000000005 0.090670000000000014 0.087240000000000012 0.38525000000000004 -0.088274999999999978 -0.017809999999999996 -0.54663499999999987 -1.0000000180025095e-35 -0.0060749999999999997 0.19444000000000003 0.088965000000000002 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 8 9 -1 -11 -12 -13 15 -15 -14 19 -18 -19 20 21 22 23 -17 -23 26 -24 -27 29 -29
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 10 11 12 13 14 -16 16 17 18 -20 -21 -22 24 25 -25 -26 27 -28 28 -30 -31
leaf_value=-0.005355511370458102 0.0057763035741767721 -0.0071789537329459557 -0.0070359502834352579 -0.0020063901013186712 0.0028219117757839127 0.01370038272192081 0.0055642325456279357 -0.0071813122112432438 0.0065459926829337049 0.0081251686904579411 -0.0063263957770780116 -0.0067121648105482254 0.0059628700584705395 0.016173047157512468 -0.0025318362068867794 -0.018595012463629247 -0.015521945372562518 -0.0039531637673212248 0.0083965549733312356 -0.006905551182802918 0.0080732665703180835 -0.00078932259649295243 -0.0013082670380494424 0.0023097613814155259 0.010425355539579566 6.2633838430975453e-05 0.012436990466900172 -0.00084302029128940329 0.001554059966777762 -0.018215584793748955
leaf_weight=38 21 20 22 22 37 21 37 29 36 20 39 30 35 22 27 20 22 69 21 34 32 29 28 26 30 2242 25 21 42 24
leaf_count=38 21 20 22 22 37 21 37 29 36 20 39 30 35 22 27 20 22 69 21 34 32 29 28 26 30 2242 25 21 42 24
internal_value=0 -3.91298e-05 7.23268e-06 5.79031e-05 0.00434973 0.00676067 -5.73911e-05 -0.000128115 -5.7874e-05 -0.000140537 -7.07102e-05 -0.000128878 -4.19034e-05 3.08896e-05 0.00586627 -7.50118e-05 -0.000154309 -0.00391003 -0.00107156 1.04548e-05 0.000103803 1.26066e-06 -0.000118095 -0.00677927 0.00491306 1.05422e-05 0.00517534 -0.000106991 -0.00447824 -0.0101084
internal_weight=0 3100 3080 3058 80 58 2978 2941 2912 2876 2838 2818 2779 2749 49 2700 2665 112 90 2553 2519 2487 2428 46 59 2382 53 2329 87 45
internal_count=3121 3100 3080 3058 80 58 2978 2941 2912 2876 2838 2818 2779 2749 49 2700 2665 112 90 2553 2519 2487 2428 46 59 2382 53 2329 87 45
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=31
num_cat=0
split_feature=8 104 11 9 12 123 8 121 374 31 2 1447 3 52 480 160 0 4 159 159 4 16 15 50 3 4 1 1186 1 2
split_gain=0.0667945 0.100521 0.142549 0.132518 0.11738 0.0856151 0.128894 0.107842 0.115653 0.0938933 0.11494 0.0870325 0.393662 0.247687 0.169204 0.157839 0.12754 0.108146 0.539819 0.60514 0.421851 0.788566 0.640201 0.488907 0.40702 0.396287 0.394633 0.372278 0.300679 0.63229
threshold=0.099635000000000015 0.083745000000000014 -0.011194999999999998 0.092890000000000014 0.22926500000000002 -0.088149999999999992 1.0000000180025095e-35 -0.070209999999999981 0.087505000000000013 -0.084119999999999986 -0.045829999999999989 -0.085804999999999979 -0.086224999999999982 -0.010034999999999999 0.08610000000000001 -0.54913999999999985 -0.086409999999999987 -0.082249999999999976 -0.085179999999999992 -0.040234999999999993 -0.07958999999999998 -0.095094999999999985 0.09006500000000002 0.089280000000000012 -0.081814999999999985 -0.082594999999999988 0.087505000000000013 0.060550000000000007 0.096860000000000016 0.10613000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 9 -9 -11 12 -12 -14 -15 16 -13 18 -17 -20 21 -19 23 24 -23 27 -24 28 29 -21
right_child=-2 -3 3 -5 -6 6 -8 8 -10 10 11 15 13 14 -16 17 -18 20 19 25 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0083031804641775266 0.0056207553971381417 0.0059264909093534315 -0.0065503020212054263 -0.0066494164289906624 0.0065936950345834092 -0.0058134451632213318 0.0080152527971949893 0.0051915858279886276 0.007086631592930011 -0.0055577389307712262 -0.012366215929749513 4.4907627272463988e-05 0.0091584841739386323 0.0037509969256531734 -0.0066114218183793124 0.01444400846315869 0.010522839090285395 -0.023224871614504428 -0.015431572780337022 -0.00035256188770014602 8.1272196545485267e-05 -0.0071521231689041969 -0.0042689834013581278 0.015651687898789533 0.0064632835986747133 0.013968303779383068 -0.023114940421655777 0.011634057697615233 0.004544471660307769 -0.018549495367333295
leaf_weight=21 21 28 20 30 27 32 20 34 23 38 31 21 25 26 40 29 26 21 23 422 1819 54 25 20 37 23 20 29 116 20
leaf_count=21 21 28 20 30 27 32 20 34 23 38 31 21 25 26 40 29 26 21 23 422 1819 54 25 20 37 23 20 29 116 20
internal_value=0 -3.80761e-05 -9.24406e-05 -3.59262e-05 2.9749e-05 -2.94449e-05 1.44075e-05 -3.97621e-05 2.34679e-05 -3.25696e-05 -9.45666e-05 -2.11317e-05 -0.00263378 0.000681661 -0.00252926 9.67033e-05 0.00584121 -4.8738e-06 0.00110271 0.000491501 -0.00037222 -0.00503268 -0.00258374 0.00149514 -0.00161619 0.00109188 -0.012645 0.000587352 1.32396e-05 -0.00117595
internal_weight=0 3100 3072 3051 3021 2994 2974 2954 2922 2899 2865 2827 122 91 66 2705 47 2658 662 633 1996 177 156 111 91 610 45 587 558 442
internal_count=3121 3100 3072 3051 3021 2994 2974 2954 2922 2899 2865 2827 122 91 66 2705 47 2658 662 633 1996 177 156 111 91 610 45 587 558 442
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=31
num_cat=0
split_feature=1212 1211 1211 16 4 15 402 1211 402 1213 42 1213 4 12 3 42 52 52 2 52 4 51 0 13 2 4 52 133 13 0
split_gain=0.0677526 0.0818826 0.119956 0.340712 0.283953 0.243873 0.218702 0.200741 0.171005 0.135187 0.41047 0.147834 0.535733 0.839234 0.38174 0.14808 0.0949615 0.375192 0.283858 0.443058 0.440563 0.329053 0.381209 0.546881 0.449986 0.28943 0.257496 0.25272 0.237812 0.247971
threshold=0.14338500000000001 0.11864500000000001 0.085965000000000014 -0.082039999999999988 -0.07958999999999998 0.091915000000000011 0.2506000000000001 0.078255000000000005 0.13685500000000003 0.11395000000000001 -0.071704999999999977 0.027540000000000002 -0.082249999999999976 0.086305000000000007 -0.081814999999999985 -0.013389999999999997 0.084735000000000019 0.085310000000000011 0.089125000000000024 0.091820000000000013 -0.097604999999999983 0.11984500000000002 -0.085669999999999982 -0.084319999999999992 0.084305000000000005 -0.049534999999999989 0.083680000000000018 -0.022174999999999997 -0.083764999999999992 -0.090314999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -5 7 8 9 11 -11 16 13 -13 -14 -15 26 -18 20 -20 -19 22 24 -24 28 -25 -1 -26 29 -22
right_child=-2 -3 3 5 -6 -7 -8 -9 -10 10 -12 12 14 15 -16 -17 17 18 19 -21 21 -23 23 25 27 -27 -28 -29 -30 -31
leaf_value=0.00016171760413229226 0.0047293884237296878 -0.0049262927461634666 0.0034082956198188993 -0.0084275981651929528 0.018269408214837312 0.0050966320132526258 -0.0092435824756438908 -0.0089537689089775087 0.0088285487483848232 0.004305809547870674 -0.0148002691404975 0.026343009088720594 -0.01011899777279723 0.0074265912661085958 0.004266783200765554 -0.0043387085618451244 -0.014206717276413525 -0.016012697256899074 0.013599436741787941 0.00032032161754252421 0.0056960926018655303 -0.011762007394184669 -0.016749067815752434 -0.0038292941656739767 0.0031261873769392145 0.0067454598505388612 0.011296723823536359 -0.0082730219435148151 0.0018326243285314535 0.021254580170803131
leaf_weight=1878 30 34 36 30 20 24 26 25 22 22 23 21 35 23 39 20 21 23 27 362 20 30 28 120 41 33 21 37 29 21
leaf_count=1878 30 34 36 30 20 24 26 25 22 22 23 21 35 23 39 20 21 23 27 362 20 30 28 120 41 33 21 37 29 21
internal_value=0 -4.59015e-05 8.37826e-06 0.00325071 0.00871584 -0.00241683 -0.000112645 -3.13703e-05 4.56532e-05 -2.15784e-05 -0.00545952 6.49212e-05 0.0032571 0.00995688 -0.0025373 0.00195436 -9.87805e-05 -0.00101863 -0.000659422 0.00124201 -0.00259569 -0.00173611 -0.000821894 -0.00389994 0.00294247 -0.00154846 0.000284854 -0.00228113 0.00876306 0.0136651
internal_weight=0 3091 3057 110 56 54 2947 2921 2896 2874 45 2829 138 64 74 43 2691 792 771 389 382 359 329 181 148 153 1899 78 70 41
internal_count=3121 3091 3057 110 56 54 2947 2921 2896 2874 45 2829 138 64 74 43 2691 792 771 389 382 359 329 181 148 153 1899 78 70 41
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=31
num_cat=0
split_feature=392 1204 1203 1201 1177 1176 49 150 150 12 43 49 52 2 49 49 49 1 0 1 49 16 16 34 16 1374 16 4 0 160
split_gain=0.0696702 0.0692579 0.0988849 0.127738 0.102129 0.116967 0.0896031 0.23846 0.291034 0.250167 0.247216 0.209893 0.304907 0.190245 0.187731 0.178351 0.437337 0.235713 0.232378 0.214908 0.163657 0.157656 0.411783 0.272562 0.263043 0.332349 0.209411 0.413752 0.255633 0.194199
threshold=0.091685000000000003 0.057120000000000011 -1.0000000180025095e-35 -0.081779999999999978 -0.079504999999999978 1.0000000180025095e-35 -0.070909999999999987 0.083095000000000016 0.084335000000000007 -0.087484999999999993 -0.082144999999999982 -0.081404999999999991 -0.075329999999999994 0.08708500000000001 -0.10774499999999999 -0.020744999999999996 -0.031119999999999998 0.098220000000000016 -0.24955499999999997 0.085345000000000018 -0.047584999999999995 -0.0068949999999999992 -0.0083599999999999976 -1.0000000180025095e-35 -0.010264999999999998 0.086000000000000007 1.0000000180025095e-35 -0.082594999999999988 -0.087974999999999984 -0.081399999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 10 -9 -10 -6 13 -13 -11 -15 16 17 19 -17 -8 -19 22 24 -23 25 -20 27 -25 -29 -28
right_child=-2 -3 3 4 5 -7 15 8 9 11 -12 12 -14 14 -16 18 -18 20 21 -21 -22 23 -24 26 -26 -27 29 28 -30 -31
leaf_value=0.0062654968127608306 0.0054834458227876739 -0.0052828080151230104 0.0072172826679889118 0.005263351497373411 -0.0088402941393164493 -0.007791830338537694 -0.0010987678468227387 0.014449121146684602 -0.0057373147861867705 0.0069263608243904616 0.0020374616701155901 0.016591739865879602 0.0014193899429368753 0.0028777206507630839 -0.0073704300278967074 0.0086480016758044564 -0.017396066812798382 -0.0015282524749636651 0.00015662279131796019 -0.014821036461563337 0.007621055125290978 0.0085795309118650576 0.01160245234204922 -0.018793945242650809 -0.0085560960448620958 0.01226684864934372 -0.0049773574481439715 -0.0097711001643009734 0.001878760929685086 -0.00036415348591793689
leaf_weight=25 23 25 24 35 39 20 25 21 34 38 45 26 27 39 33 30 20 60 1540 21 29 27 32 20 34 23 107 31 48 620
leaf_count=25 23 25 24 35 39 20 25 21 34 38 45 26 27 39 33 30 20 60 1540 21 29 27 32 20 34 23 107 31 48 620
internal_value=0 -4.07099e-05 1.93651e-06 -4.94378e-05 -0.00010711 -0.000169996 -0.000118653 0.00151389 0.00325817 0.00206522 -0.00301292 0.00369274 0.00886243 0.0012019 -0.00181935 -0.000303516 -0.00359559 -0.00155108 -0.000100382 -0.00736328 0.00145298 -0.000206124 0.0003706 -0.00130751 0.000145541 0.000334828 -0.0016307 -0.00594548 -0.0026927 -0.00104313
internal_weight=0 3098 3073 3048 3024 2989 2969 302 218 197 84 163 53 110 72 2667 155 135 2512 46 89 2482 1629 853 1597 1563 826 99 79 727
internal_count=3121 3098 3073 3048 3024 2989 2969 302 218 197 84 163 53 110 72 2667 155 135 2512 46 89 2482 1629 853 1597 1563 826 99 79 727
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=31
num_cat=0
split_feature=1451 1451 159 1453 1453 2 2 0 2 1429 1204 1204 3 14 2 12 12 12 1 42 0 47 1446 43 43 9 402 42 3 1212
split_gain=0.0683025 0.137715 0.0958007 0.109366 0.227185 0.134399 0.86772 0.570995 0.410442 0.322687 0.26781 0.673898 0.248685 0.422579 0.484286 0.330981 0.712519 0.54739 0.295755 0.271443 0.260771 0.388188 0.311718 0.247978 0.521873 0.290637 0.301016 0.461922 0.294458 1.02138
threshold=0.089825000000000002 0.081365000000000007 0.16394500000000004 -0.079499999999999987 -0.065549999999999983 0.08647500000000001 0.086825000000000013 -0.16360999999999995 0.086285000000000014 0.083960000000000021 -0.082759999999999986 -0.079429999999999987 -0.11255999999999998 0.078320000000000015 -0.15339499999999998 0.093965000000000007 0.09474500000000001 0.091475000000000015 0.090540000000000023 0.092395000000000019 -0.097274999999999986 0.096770000000000009 0.086550000000000002 -0.082064999999999985 -0.080419999999999978 0.086220000000000005 -1.0000000180025095e-35 0.087885000000000019 -0.086049999999999988 0.040035000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -6 9 12 -8 -12 13 14 -9 17 -17 20 -19 -20 21 -14 23 -22 -25 26 27 -26 -28 -30
right_child=-2 -3 -4 4 5 6 10 8 -10 -11 11 -13 15 -15 -16 16 -18 18 19 -21 22 -23 -24 24 25 -27 28 -29 29 -31
leaf_value=0.0040241896065280718 0.0045253597559746011 -0.0079319979445162149 -0.0061568401027470828 -0.0080409061310014567 0.016846783459186554 -0.017646292256640977 0.0093249818571072458 -0.0018151097445060381 0.012545177426987462 -0.0090267699538445524 -0.01736738250904676 -0.00013290336073661674 0.00078502161967091615 -0.0056778818291301526 0.016236634760917652 -0.021493183413986119 -0.0015136290357044215 0.017718930773437024 0.010948987758125771 -0.0024375494045671079 0.0021712433389163041 0.017372003448240105 0.0081091957853277573 -0.017256013729407146 -0.0009390861774377032 0.0094707309551860987 0.00065771352396417954 0.016028317285235971 -0.0028630079865171057 -0.02279293480018775
leaf_weight=68 33 22 25 35 22 29 29 23 28 36 23 1673 43 24 42 20 166 25 33 28 178 21 40 22 68 23 111 21 180 30
leaf_count=68 33 22 25 35 22 29 29 23 28 36 23 1673 43 24 42 20 166 25 33 28 178 21 40 22 68 23 111 21 180 30
internal_value=0 -4.83604e-05 8.20844e-06 5.88912e-05 -3.18052e-05 6.36062e-05 -0.000492084 0.000886816 0.000584648 0.000289326 -0.000203694 -0.000366626 0.000594772 0.00566204 0.00984909 0.000147807 -0.00366197 0.00100883 0.00855859 0.00480435 0.00012785 0.00622763 -0.000452218 -0.000993224 -0.00223119 -0.00146781 -0.00208143 0.00306446 -0.00350817 -0.00571014
internal_weight=0 3088 3066 3041 2973 2938 1754 1184 1162 1134 1725 1696 1098 89 65 1009 186 823 86 61 737 64 673 633 455 433 410 89 321 210
internal_count=3121 3088 3066 3041 2973 2938 1754 1184 1162 1134 1725 1696 1098 89 65 1009 186 823 86 61 737 64 673 633 455 433 410 89 321 210
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=31
num_cat=0
split_feature=13 13 133 4 4 133 1212 1211 1211 13 42 133 12 13 2 16 4 42 15 1212 52 15 51 13 13 16 2 43 4 52
split_gain=0.0750966 0.23964 0.436936 0.293681 0.31918 0.216173 0.22992 0.315118 0.266951 0.228413 0.39946 0.247748 0.450696 0.320073 0.199275 0.314652 0.690533 0.860812 0.351936 0.265042 0.337648 0.496655 0.240279 0.23806 0.383322 0.31997 0.35859 0.262113 0.246078 0.190121
threshold=-0.077799999999999994 -0.080519999999999994 0.092845000000000011 -0.011559999999999999 -0.064804999999999988 0.12330000000000001 0.11387000000000001 0.080695000000000003 0.092635000000000009 -0.081659999999999996 0.090240000000000015 0.093615000000000018 0.083715000000000026 -0.087934999999999985 0.084885000000000002 -0.021269999999999997 -0.077999999999999986 0.083795000000000022 0.079055000000000014 0.08759500000000002 0.0046550000000000003 0.085935000000000025 0.10027500000000002 -0.087404999999999997 -0.08645499999999999 0.10246000000000001 0.088055000000000008 -0.085739999999999997 -0.016959999999999999 0.085815000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 7 9 -9 11 -11 14 -13 -14 19 16 17 -16 23 20 -1 29 -18 28 -25 26 27 -26 -17 -22
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 10 -12 12 13 -15 15 18 22 -19 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00016981256966079985 -0.00039827191480664429 0.013106265962123871 -0.00585371084833661 0.016635569040813755 -0.004166955031130625 0.0088704604223104454 -0.00881330828053941 0.01667390274150031 0.00072902210411571319 -0.013807196338330547 0.0040555271453091074 -0.0060611969214819728 0.0021083480096422136 0.018935147099770035 -0.029318298789716903 0.0014998796168418432 -0.0022700731221946976 -0.0043160301345051269 0.011508786730119028 -0.0090206678823700967 0.012233194762042592 0.021117875687777996 0.0066942405886948114 0.013063822989352047 -0.0077800102744196705 -0.01114341923523517 0.011314542873972848 0.0051612449336218939 -0.0088028678062314885 0.0014837825980258028
leaf_weight=175 1881 20 26 31 23 28 29 21 21 31 21 21 20 26 21 44 248 40 30 21 21 20 34 28 34 21 31 29 49 76
leaf_count=175 1881 20 26 31 23 28 29 21 21 31 21 21 20 26 21 44 248 40 30 21 21 20 34 28 34 21 31 29 49 76
internal_value=0 0.000604153 0.00529792 0.00921605 0.0038671 0.000192419 -2.60925e-05 0.000209207 0.00870146 -0.00013342 -0.0065934 0.000206235 0.00607755 0.0116191 -0.000220422 -0.00127438 -0.00327609 -0.0129234 0.00130677 0.00183026 0.00261063 0.00676942 -0.00118927 9.89832e-06 0.0025712 1.64763e-05 0.00250964 -0.00182292 -0.00392845 0.00381097
internal_weight=0 1240 100 74 43 1140 1112 1083 42 1041 52 989 67 46 922 609 343 61 266 313 292 117 282 236 143 115 94 63 93 97
internal_count=3121 1240 100 74 43 1140 1112 1083 42 1041 52 989 67 46 922 609 343 61 266 313 292 117 282 236 143 115 94 63 93 97
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=31
num_cat=0
split_feature=1212 16 1212 1213 130 1213 129 2 12 12 3 399 402 52 401 1212 480 1212 2 13 160 160 133 38 3 3 1 2 1443 49
split_gain=0.0818441 0.189721 0.141317 0.13304 0.111356 0.225465 0.169372 0.233277 0.167843 0.220499 0.262255 0.143356 0.135001 0.341201 0.180046 0.141125 0.132114 0.126573 0.277979 0.303799 0.197329 0.199326 0.187238 0.148265 0.167072 0.391012 1.35381 0.363983 0.295242 0.373499
threshold=0.11579500000000002 -0.065999999999999989 0.10909000000000001 0.22676500000000002 0.09721500000000001 0.088500000000000009 0.097955000000000014 0.11237500000000002 0.092995000000000008 0.099400000000000002 -0.073309999999999986 -0.080734999999999987 -0.43418999999999991 0.090245000000000006 -0.13200999999999999 0.10167000000000001 0.12106000000000001 0.087685000000000013 0.084245000000000014 -0.084319999999999992 -0.57146499999999989 -0.55248999999999981 -0.0036349999999999998 0.10657000000000001 -0.082284999999999983 -0.080634999999999984 0.090275000000000008 0.093175000000000022 0.086900000000000019 -0.0081349999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 11 6 7 8 -6 -10 -11 -1 13 -13 -14 16 17 20 -19 -20 -16 -22 -21 24 28 26 27 -26 29 -23
right_child=1 -3 -4 -5 5 -7 -8 -9 9 10 -12 12 14 -15 15 -17 -18 18 19 22 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0064810348591501157 -0.0030889428381115289 0.01130545200070455 -0.0084643117990344779 0.0062856160957987118 -0.0056658433326400625 -0.012467572167515754 0.0061779887487108899 -0.010937225939361035 0.010493387451962285 -0.0099350425833836208 0.0060653087843786039 0.0027878140382792639 0.0091382807438177144 -0.015071313218213617 0.0090830037787479039 0.0073878744832025127 0.0069454270479683252 -0.01161394895617074 0.0096836766947738153 -0.0081193677328813534 -0.0097294623564396585 -0.0029103322173146548 0.003781433894764632 0.0070416929215813681 -0.0033394693540144912 -6.5016859093938704e-05 -0.024801315961341407 0.009706096344627442 0.012967294130939992 0.001708864828667836
leaf_weight=35 41 21 20 24 39 20 26 27 23 20 21 23 22 20 24 26 27 30 22 39 21 224 20 30 148 1253 29 25 20 801
leaf_count=35 41 21 20 24 39 20 26 27 23 20 21 23 22 20 24 26 27 30 22 39 21 224 20 30 148 1253 29 25 20 801
internal_value=0 0.00304212 -8.62018e-05 0.000372433 -3.06256e-05 -0.00247147 -0.00118991 -0.0026635 -0.000494654 0.00265654 -0.00173974 0.000120691 4.13002e-05 -0.00551876 0.000127893 5.55203e-05 -1.47492e-05 -8.47138e-05 -0.00339103 -0.000345503 5.78109e-05 -2.70988e-05 -0.0040852 5.34346e-05 -3.04245e-05 -0.000723226 -0.00480608 -0.00145427 0.000934193 0.000699401
internal_weight=0 86 3035 65 3015 176 156 130 103 64 41 2839 2804 43 2761 2739 2713 2686 111 81 2575 2551 59 2530 2500 1455 202 173 1045 1025
internal_count=3121 86 3035 65 3015 176 156 130 103 64 41 2839 2804 43 2761 2739 2713 2686 111 81 2575 2551 59 2530 2500 1455 202 173 1045 1025
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=31
num_cat=0
split_feature=1447 52 43 3 160 479 42 480 159 484 3 50 50 4 49 472 1420 156 16 2 43 43 399 43 132 133 13 133 157 157
split_gain=0.0799744 0.329883 0.165013 0.223318 0.114205 0.116357 0.0943666 0.0893709 0.0886695 0.0985847 0.211292 0.175578 0.143982 0.319615 0.280388 0.142668 0.157147 0.150733 0.130947 0.128666 0.109882 0.17666 0.139923 0.159696 0.140955 0.132155 0.181326 0.26549 0.118408 0.373183
threshold=-0.085804999999999979 0.11639500000000001 -0.014584999999999999 -0.085784999999999986 -0.54913999999999985 0.098570000000000005 0.088915000000000008 -0.088394999999999987 0.14765500000000001 -0.23175499999999996 -0.076234999999999983 -0.47248999999999991 -1.0000000180025095e-35 0.052250000000000012 0.097180000000000016 1.0000000180025095e-35 -0.083279999999999979 -0.088004999999999986 0.51791000000000009 0.087855000000000003 0.51852500000000012 0.28064000000000006 0.10695000000000002 0.41889000000000004 -0.44750499999999993 -0.14757499999999998 -0.013634999999999998 -0.37971999999999995 -0.086989999999999984 -0.088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 7 -2 -6 9 10 19 -11 13 14 -13 16 -14 -18 -15 -9 21 25 23 -23 -25 26 -19 -28 29 -27
right_child=4 -3 -4 -5 5 -7 -8 8 -10 11 -12 12 15 18 -16 -17 17 20 -20 -21 -22 22 -24 24 -26 28 27 -29 -30 -31
leaf_value=0.0056190113706344911 0.00079056166484951979 -0.0108826384140069 0.0065861037624399031 -0.0070410133970558245 0.0065963109392517556 -0.0055470988217338514 0.0097705688803795404 0.0055226639692631113 0.0063734097977761516 0.008443215809762478 -0.011802529429339549 -0.0051587400759520591 -0.0065691325547439713 -0.015133353257956712 0.010873174462467432 0.0078320531019320083 0.0088243815372698025 0.00473973397147488 -0.0043419479138471868 -0.0040524314537631455 0.00731387173623911 -0.01065318782960898 0.0033803886454552416 -0.0076627337821992122 0.0040675190355007849 0.00037332545490448402 0.005180315171019175 -0.011113552993629129 -0.00014993345758462651 0.014527235265173341
leaf_weight=22 25 34 31 38 21 37 22 23 22 25 22 24 35 23 20 24 20 129 22 36 21 38 20 20 21 98 20 20 2185 23
leaf_count=22 25 34 31 38 21 37 22 23 22 25 22 24 35 23 20 24 20 129 22 36 21 38 20 20 21 98 20 20 2185 23
internal_value=0 -0.00247825 0.000661857 -0.002399 0.000103398 2.54541e-05 0.00499397 9.62592e-05 4.90433e-05 5.46983e-07 -0.00343854 0.000100463 2.49768e-05 -0.00393187 0.00212849 0.000156674 8.71614e-05 0.000176251 -0.00985756 -0.000319767 0.000109599 5.0823e-05 -0.00409142 -0.00598301 -0.00165456 0.000216513 0.00291575 -0.00296662 1.86937e-05 0.00306374
internal_weight=0 125 91 60 2996 2949 47 2912 2891 2869 81 2788 2763 89 44 2674 2650 2615 45 59 2595 2574 99 79 41 2475 169 40 2306 121
internal_count=3121 125 91 60 2996 2949 47 2912 2891 2869 81 2788 2763 89 44 2674 2650 2615 45 59 2595 2574 99 79 41 2475 169 40 2306 121
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=31
num_cat=0
split_feature=403 3 16 43 402 402 0 43 133 0 401 133 4 402 38 42 42 42 1213 13 159 42 43 10 13 2 12 1 148 15
split_gain=0.0703978 0.565632 0.297182 0.221661 0.0898659 0.247827 0.422204 0.185243 0.166926 0.26117 0.210852 0.165735 0.160415 0.137547 0.111677 0.101531 0.696948 0.348035 0.215498 0.350137 0.223977 0.351745 1.4164 0.314895 0.246211 0.339533 0.323888 0.300697 0.218183 0.229801
threshold=-0.53255499999999989 -0.081054999999999974 -0.079109999999999986 -0.036954999999999995 0.095140000000000016 0.10389500000000002 -0.083914999999999976 0.0047850000000000011 -0.071719999999999992 -0.088544999999999985 0.12053500000000002 -0.14169499999999999 -0.58204499999999992 0.092300000000000007 0.10657000000000001 0.083715000000000026 0.083235000000000017 0.083865000000000009 -0.088419999999999985 -0.0072999999999999992 0.085035000000000013 1.0000000180025095e-35 -0.078654999999999989 -0.014199999999999999 -0.059629999999999996 0.099515000000000006 -0.096104999999999982 0.13820500000000002 1.0000000180025095e-35 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 12 6 -6 8 9 -7 -10 -11 -2 14 15 16 18 -17 19 -14 21 23 -23 -20 25 -25 -26 28 29 -28
right_child=4 -3 3 -5 5 7 -8 -9 10 11 -12 -13 13 -15 -16 17 -18 -19 20 -21 -22 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=0.010607364680618049 -0.0080412533488124615 -0.014689913323880838 -0.010707777136121878 0.0030761028706495254 0.00026234873969640052 -0.0044352335318842018 0.019019657421103193 -0.0072005372743920567 -0.0082696530067672327 0.0033439822946534012 0.0033138802444392986 0.013908350743090356 0.014206419936202181 -0.008257821658626199 0.0060333906702937619 0.013746177982538937 -0.016191449481993914 0.00044762758209026144 -0.010820312617967526 -0.0027317452851844874 0.0023095821281473835 0.0061361920908093457 -0.029567651310935618 0.011598351476594616 -0.013482355391606688 -0.0008502008432988078 -0.0015006272741697078 0.0092295714654028419 -0.010352537905176481 0.0024035697746225392
leaf_weight=26 25 28 20 28 28 23 21 28 30 33 33 27 26 20 31 20 28 1228 30 23 237 25 20 39 20 50 730 30 24 190
leaf_count=26 25 28 20 28 28 23 21 28 30 33 33 27 26 20 31 20 28 1228 30 23 237 25 20 39 20 50 730 30 24 190
internal_value=0 -0.00258383 0.00199685 -0.00266718 8.72974e-05 0.00201919 0.0083012 0.000250115 0.00167901 0.0046249 -0.00220209 0.00809795 -6.67839e-05 5.16189e-06 6.52345e-05 -2.78495e-06 -0.000565343 0.000660745 -0.000262344 0.00625585 -0.000491299 -0.00106454 -0.00973218 -0.000714092 -0.000434141 0.00460478 -0.000885312 -0.000626646 -0.000939873 -0.000694326
internal_weight=0 102 74 48 3019 223 49 174 146 83 63 60 2796 2771 2751 2720 1472 1248 1444 49 1395 1158 45 1113 1083 89 994 974 944 920
internal_count=3121 102 74 48 3019 223 49 174 146 83 63 60 2796 2771 2751 2720 1472 1248 1444 49 1395 1158 45 1113 1083 89 994 974 944 920
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 1213 0 16 42 42 1210 13 1209 43 43 34 1375 51 51 2 484 50 51 51 3 1212 1213 471 401 9 16 41
split_gain=0.0666445 0.204417 0.130219 0.277746 0.199677 0.247736 0.172007 0.112709 0.0861052 0.403456 0.0962406 0.0877303 0.358113 0.245009 0.242472 0.214293 1.00114 0.390134 0.375636 0.295539 0.445828 0.468602 0.426045 0.240424 0.340569 0.230656 0.204845 0.203783 0.227551 0.326639
threshold=0.11846000000000001 0.10383000000000002 0.083050000000000013 -0.0068949999999999992 -0.075359999999999996 -0.077879999999999991 0.086135000000000003 -0.087819999999999981 -0.081959999999999991 -0.065824999999999981 -0.087714999999999987 -0.023869999999999995 -0.032879999999999993 -0.057544999999999992 0.097315000000000026 0.078435000000000019 0.087505000000000013 0.084305000000000005 -0.051889999999999999 0.10672000000000002 0.10614000000000001 0.090560000000000015 0.097915000000000016 0.12044000000000001 0.11395000000000001 0.089900000000000022 0.11916500000000001 0.085355000000000014 -0.069144999999999984 0.076195000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 7 -4 9 -1 -10 12 14 -13 27 23 -17 -18 -19 20 21 -20 -23 24 25 26 -15 28 -12 -30
right_child=-2 -3 3 -5 -6 -7 -8 -9 10 -11 11 13 -14 15 -16 16 17 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0038857275753148967 0.0050417214855909926 -0.0079934386649256339 -0.00055086423138466976 0.013618439012428835 -0.0072248729942973869 0.012469575706530702 -0.0070315871287179605 0.0087536116798772757 0.0067147309947315423 -0.013989030391625738 0.0019691009335521016 0.0098316902252422143 0.011281669189532599 -0.00019836388476215518 0.010904826667891551 -0.022922364513700208 -0.014612727506191732 0.0095875288757002533 0.0073505709896347048 -0.0090602235792767872 0.010874400410290447 -0.017558939230662804 0.00075262682512402537 0.0071755096205465864 -0.0097116731241560332 0.010178182239178568 -0.0097397631236716461 -0.008868301444686949 -0.00037350350831942422 -0.011352193167632712
leaf_weight=28 26 32 30 21 23 22 22 23 21 23 489 22 30 1037 21 24 20 34 27 43 31 27 24 42 39 21 23 25 843 28
leaf_count=28 26 32 30 21 23 22 22 23 21 23 489 22 30 1037 21 24 20 34 27 43 31 27 24 42 39 21 23 25 843 28
internal_value=0 -4.23537e-05 4.07134e-05 0.00300892 0.00115226 0.00313859 0.000401496 0.00348693 -0.000102516 -0.00417544 -3.01656e-05 -7.98648e-05 0.000470689 -0.000638985 0.000240014 -0.000804469 -0.00359331 -0.00134138 8.56445e-05 -0.00203978 0.000729757 -0.00330209 -0.00894173 -0.000252461 -0.00053101 -0.000199793 -0.000405394 7.8309e-05 0.000242769 -0.000726435
internal_weight=0 3095 3063 141 120 97 75 53 2922 51 2871 2850 1436 1414 1406 1392 230 206 186 152 109 78 51 1162 1120 1081 1060 1385 1360 871
internal_count=3121 3095 3063 141 120 97 75 53 2922 51 2871 2850 1436 1414 1406 1392 230 206 186 152 109 78 51 1162 1120 1081 1060 1385 1360 871
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=31
num_cat=0
split_feature=1447 3 52 0 50 1447 160 473 153 48 48 150 51 2 0 0 481 0 2 48 42 15 15 52 3 1453 2 12 474 475
split_gain=0.0673953 0.317328 0.164392 0.169161 0.15021 0.101809 0.396824 0.081655 0.088763 0.0825254 0.211996 0.362816 0.18061 0.197806 0.156643 0.21557 0.174272 0.309659 0.155567 0.153975 0.330275 0.149121 0.338234 0.230868 0.201341 0.130314 0.496445 0.260469 0.148236 0.333678
threshold=-0.085804999999999979 -0.086224999999999982 -0.010034999999999999 -0.086554999999999979 0.092620000000000022 -0.083354999999999985 -0.014869999999999998 0.077695000000000014 0.084695000000000006 0.092205000000000023 0.10255000000000002 1.0000000180025095e-35 0.14330000000000001 0.14019000000000004 -0.24955499999999997 -0.23194499999999998 0.0028200000000000005 -0.081674999999999984 0.121465 0.11247500000000001 0.082250000000000004 -0.084564999999999987 -0.090644999999999989 -0.094124999999999986 -0.017889999999999996 -0.065549999999999983 0.083215000000000011 0.087005000000000013 0.088125000000000009 -0.082549999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -2 8 9 14 21 12 13 18 -7 -16 25 -18 19 20 -12 22 24 -23 -11 26 -17 -28 -27 -30
right_child=5 2 3 -5 -6 7 -8 -9 -10 10 11 -13 -14 -15 15 16 17 -19 -20 -21 -22 23 -24 -25 -26 28 27 -29 29 -31
leaf_value=-0.010864469592343086 0.010196219139899581 0.0074296467874214265 -0.011506729218221847 0.0057641939213499433 -0.00013565309703923189 0.0069910382215554517 -0.0066003357166085734 0.0052909061593677982 -0.0063696368724446414 0.011124369502067567 0.0068805223610252141 -0.0097147411826465826 -0.0060745498531364975 0.01193442207761109 -0.010618467517197132 -0.017838797569274905 0.015275739911012352 -0.0010160471379224744 -0.0055218163351700815 0.0066294168733803784 -0.0078379105055524454 0.0015403949143365026 -0.0083017248882573443 0.016087863456535467 -0.0013293235517700115 -0.00041578808929657155 0.0088754687765189872 -0.0063443368017349552 0.010376868679720376 0.00017079251145737039
leaf_weight=32 39 26 21 20 26 30 22 29 22 34 30 35 28 20 20 20 20 28 27 57 31 20 22 24 21 2195 22 23 42 135
leaf_count=32 39 26 21 20 26 30 22 29 22 34 30 35 28 20 20 20 20 28 27 57 31 20 22 24 21 2195 22 23 42 135
internal_value=0 -0.00227501 0.000680499 -0.00193857 -0.00521635 9.49188e-05 0.00413845 1.08796e-05 -4.18117e-05 6.45881e-06 0.00144815 -0.00034731 0.00135145 0.00261162 -0.000192023 -0.000278047 -0.000194825 0.0057722 0.00132571 0.00289252 -0.000599337 0.00483133 0.0021776 0.00947538 0.00636932 -0.000312353 -0.00472978 0.00109646 -0.000191302 0.00259257
internal_weight=0 125 93 67 47 2996 61 2935 2906 2884 349 228 193 165 2535 2505 2485 48 145 118 61 121 77 44 55 2437 65 45 2372 177
internal_count=3121 125 93 67 47 2996 61 2935 2906 2884 349 228 193 165 2535 2505 2485 48 145 118 61 121 77 44 55 2437 65 45 2372 177
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=31
num_cat=0
split_feature=49 48 51 48 49 12 2 43 0 49 48 130 130 4 49 49 1 0 43 48 457 150 148 1374 49 34 2 15 1 9
split_gain=0.067998 0.281069 0.581487 0.443959 0.280179 0.273353 0.207999 0.279316 0.256805 0.179202 0.255533 0.163629 0.239086 0.142528 0.141078 0.323588 0.18495 0.182181 0.168096 0.158918 0.153857 0.138072 0.133727 0.185897 0.122005 0.115701 0.180666 0.241958 0.281129 0.198493
threshold=-0.082254999999999981 0.089965000000000017 0.084305000000000019 0.095930000000000015 -0.080859999999999987 0.085635000000000003 0.10644500000000001 -0.092909999999999979 -0.099059999999999995 -0.070909999999999987 0.087555000000000008 -0.22562499999999999 -0.13392499999999996 -0.012509999999999999 -0.020744999999999996 -0.031119999999999998 0.098220000000000016 -0.24955499999999997 -0.085154999999999995 -0.089099999999999999 0.10487 0.10874500000000002 -0.088884999999999978 0.079875000000000015 -0.047584999999999995 -0.085489999999999997 -0.013254999999999998 -0.098289999999999975 0.13471500000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 -2 -5 7 -1 -9 10 -6 -11 -13 -10 15 16 18 -16 -14 -19 21 22 -21 25 -18 -24 27 28 -27 -28
right_child=4 3 -4 5 9 -7 -8 8 13 11 -12 12 14 -15 17 -17 24 19 -20 20 -22 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=0.013740748260170223 -0.010670699998736382 -0.014257042873650788 0.01953858251550368 0.0090598274832770515 -0.0024251287605653962 -0.0064904992096126079 -0.0075000809296311456 0.0072198979041882263 -0.0099534465887007265 -0.0085488518183726974 0.011393537328694948 0.0091145544379417388 0.00010208283950175559 0.00064893232483882464 0.0077492485630015527 -0.014974657548445975 -0.0012582071193416294 0.0083741463641424426 -0.012033978637307883 0.0079906194843351857 -0.0075335422131632057 0.0073149230405688288 -0.0066353247240099507 -0.0081787675073177659 0.0066414588207282651 -0.0064335728263748551 -0.0085882565305967409 0.012283238455549711 0.0072870666102971887 -0.0001178328730449639
leaf_weight=21 25 25 21 26 23 20 21 38 21 23 32 28 21 32 30 20 60 22 25 20 28 25 27 29 29 28 28 27 32 2314
leaf_count=21 25 25 21 26 23 20 21 38 21 23 32 28 21 32 30 20 60 22 25 20 28 25 27 29 29 28 28 27 32 2314
internal_value=0 0.00167459 0.00407444 -0.00353071 -0.000130105 0.00229882 0.00163273 0.00334514 0.000946149 -3.83197e-05 0.00561482 -0.000148733 -7.95587e-05 -0.00355201 -0.000172664 -0.0031038 -0.00134515 1.40767e-06 -0.0064936 -8.86835e-05 -0.000161468 -7.98796e-05 -0.00015368 -0.000219228 0.00131584 -0.000125243 -5.28789e-05 0.00442176 0.000884102 -0.000219102
internal_weight=0 225 154 71 2896 46 133 112 91 2871 55 2816 2793 53 2765 155 135 2610 46 2580 2558 2530 2505 2485 89 2456 2429 87 60 2342
internal_count=3121 225 154 71 2896 46 133 112 91 2871 55 2816 2793 53 2765 155 135 2610 46 2580 2558 2530 2505 2485 89 2456 2429 87 60 2342
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=31
num_cat=0
split_feature=376 39 2 9 2 52 44 44 9 2 52 2 39 9 12 2 0 4 1 3 4 132 12 12 11 42 52 15 3 51
split_gain=0.0694299 0.363318 0.237118 0.366719 0.148956 0.239638 0.118107 0.109112 0.138135 0.14078 0.253931 0.210004 0.138375 0.0988854 0.176218 0.160865 0.249965 0.177745 0.188842 0.571382 1.5001 0.283068 0.351106 0.285031 0.258607 0.242803 0.273959 0.332873 0.270913 0.214896
threshold=0.083705000000000016 0.08456000000000001 -0.013254999999999998 -0.075689999999999993 0.11215000000000001 -0.07167999999999998 0.10049500000000001 1.0000000180025095e-35 -0.085474999999999982 0.15609500000000001 -0.061194999999999992 0.25063000000000007 0.11536 0.086220000000000005 -1.0000000180025095e-35 -0.0091949999999999983 0.034820000000000011 0.51388000000000011 0.10508500000000001 0.10732000000000001 -0.072334999999999997 0.092880000000000004 -0.029094999999999999 0.11734000000000001 0.086080000000000018 0.090835000000000013 -1.0000000180025095e-35 -0.14147499999999996 -0.080634999999999984 -0.08044999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 5 -4 7 8 -1 12 -11 -12 13 15 -15 16 -10 18 19 24 -21 22 -20 25 -17 26 -24 -28 -27 -26
right_child=1 2 4 -5 -6 -7 -8 -9 9 10 11 -13 -14 14 -16 17 -18 -19 21 20 -22 -23 23 -25 29 28 27 -29 -30 -31
leaf_value=-0.0068552357874189819 0.012846561779196448 0.014825821308080446 0.00039192251046188175 -0.0034328894086436117 0.0012356376087862171 -0.014732413546880707 -0.0068155709251116678 0.0062818114783752856 -0.014361614775843919 -0.0030610442017011035 0.015011291369795799 0.0017709243151804678 -0.0063106977299968205 0.011600654283538462 0.00023887823552413043 7.562986068602518e-05 0.0014486599015071989 -0.0074757045666729027 0.012367341824408089 0.0052630858282403407 -0.03181914545595646 -0.0093525029282318425 0.0060936228732181782 0.013290178086608649 0.00019861011850562965 -0.012816576694604009 0.0089884295904388029 -0.0045871495052355613 0.00044552977034432252 -0.013008541016772922
leaf_weight=30 26 22 20 22 36 22 26 27 20 30 25 23 36 20 43 2200 20 32 35 24 20 20 108 20 22 24 24 73 43 28
leaf_count=30 26 22 20 22 36 22 26 27 20 30 25 23 36 20 43 2200 20 32 35 24 20 20 108 20 22 24 24 73 43 28
internal_value=0 0.00211394 -0.000173338 0.00569647 -0.00348451 -0.00753035 -0.000105235 -4.60328e-05 -0.000104544 -3.44673e-05 0.00415618 0.00866695 -0.000150709 -7.08241e-05 0.00384579 -0.000161774 -0.00645648 -6.7577e-05 2.21845e-05 -0.000306693 -0.0115925 0.00219637 0.00290273 0.00176827 -8.59929e-05 0.000921072 0.00262913 -0.00122824 -0.00430508 -0.00719739
internal_weight=0 148 122 44 78 42 2973 2947 2920 2890 78 48 2812 2776 63 2713 40 2673 2641 2294 44 347 327 292 2250 272 205 97 67 50
internal_count=3121 148 122 44 78 42 2973 2947 2920 2890 78 48 2812 2776 63 2713 40 2673 2641 2294 44 347 327 292 2250 272 205 97 67 50
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=31
num_cat=0
split_feature=160 13 160 480 44 1446 1456 133 133 51 153 472 160 146 48 448 12 483 42 12 43 14 1 130 10 10 150 48 1375 52
split_gain=0.0677758 0.39278 0.140834 0.113962 0.0702965 0.112535 0.0955579 0.370814 0.233151 0.145186 0.213287 0.139506 0.11456 0.112324 0.13422 0.121096 0.190312 0.124824 0.202118 0.356829 0.129529 0.186954 0.15588 0.146017 0.204938 0.50895 0.185806 0.165899 0.144164 0.164786
threshold=-0.55045999999999984 -0.085384999999999975 -0.54200499999999985 -0.095389999999999989 0.10049500000000001 0.111445 0.08814000000000001 0.11269500000000002 0.092845000000000011 -0.46621499999999999 0.08351500000000002 1.0000000180025095e-35 -0.080934999999999993 0.084720000000000004 -0.091869999999999993 -0.076874999999999985 0.083875000000000019 -0.14014999999999997 0.083595000000000017 0.087765000000000024 -0.51144999999999985 0.08840000000000002 0.07635500000000002 -0.22461999999999996 -0.15926999999999997 -0.088499999999999981 0.13529000000000005 -0.07175999999999999 -0.24467499999999998 -0.016329999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 9 8 12 -5 11 13 -8 14 -11 16 -16 18 -17 -20 22 23 -19 -22 -25 -26 27 -27 -29 -30
right_child=2 -3 3 4 -6 -7 7 -9 -10 10 -12 -13 -14 -15 15 17 -18 20 19 -21 21 -23 -24 24 25 26 -28 28 29 -31
leaf_value=0.0036626034753157221 0.007253896725295042 -0.013150563587745032 -0.007341523193532512 0.0077306355712935329 -0.0051265096685920771 0.0055765193461509727 0.0018404852373130394 -0.014807861298322678 0.0094675772672053442 -0.006998429569001827 -0.010213860771618784 0.0077411863797654705 -0.0059166284588476024 0.0061696953202287361 0.01035260099451989 -0.0034102327230831849 -0.00091754192187856395 0.00012023227496279611 0.018069185096537693 0.00014863465540111066 -0.0071995202981834788 -0.0098515030974522244 0.011768136038444937 0.0063406483194201578 -0.015332278859039601 -0.006798787496675663 0.0075161058166031587 0.0080068710852753047 -0.0013642632231499596 0.00044690585844595781
leaf_weight=33 27 24 21 25 26 37 33 21 20 27 20 24 45 30 29 23 31 27 20 25 29 20 20 49 22 37 32 22 735 1587
leaf_count=33 27 24 21 25 26 37 33 21 20 27 20 24 45 30 29 23 31 27 20 25 29 20 20 49 22 37 32 22 735 1587
internal_value=0 -0.00341662 6.35599e-05 -3.6469e-07 5.07508e-05 9.57705e-05 2.70987e-05 -0.00274896 -0.000164905 0.000143666 7.61418e-05 0.000149932 -0.00263477 8.40402e-05 1.72871e-05 8.7237e-05 0.00452969 -1.34229e-05 0.00421565 0.00811332 -0.000124887 -0.000221404 0.00507679 -0.000144762 -6.23997e-05 -0.00019125 -5.32045e-05 -0.000154934 -5.00609e-05 -0.000126397
internal_weight=0 57 3064 3037 3016 2990 2953 119 98 2834 2809 2789 78 2765 2735 2708 60 2648 68 45 2580 2533 47 2513 2484 2435 2413 2381 2344 2322
internal_count=3121 57 3064 3037 3016 2990 2953 119 98 2834 2809 2789 78 2765 2735 2708 60 2648 68 45 2580 2533 47 2513 2484 2435 2413 2381 2344 2322
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=31
num_cat=0
split_feature=33 3 11 40 40 48 124 159 3 38 97 0 2 2 1 10 4 1 474 4 1429 51 13 0 1211 12 13 13 52 13
split_gain=0.0720835 0.20506 0.169243 0.0770345 0.109758 0.413786 0.112511 0.324148 0.338365 0.139671 0.141706 0.104411 0.103626 0.363715 0.278814 0.0962595 0.092158 0.542736 0.156471 0.184029 0.337923 0.200321 0.123013 0.453053 0.327045 0.400747 0.238514 0.599655 0.330509 0.304015
threshold=0.078905000000000017 -0.0063699999999999989 -0.011194999999999998 -0.23755499999999996 -0.085774999999999976 0.084855000000000014 -0.087104999999999988 0.078675000000000009 -0.0080949999999999998 1.0000000180025095e-35 -0.071434999999999985 0.18019500000000002 -0.15339499999999998 -0.0050599999999999994 0.11955000000000002 -0.38124499999999995 -0.51253999999999988 0.081670000000000006 -0.25711499999999993 -0.39518999999999993 -0.011139999999999999 -0.14097999999999997 -0.089109999999999981 -0.05208999999999999 0.087635000000000005 0.092655000000000015 -0.40078499999999995 -0.16152999999999998 -0.061194999999999992 -0.096404999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 7 8 -6 10 -8 12 14 -14 -12 -15 17 -17 -18 20 -20 -22 23 24 25 26 28 -28 -21 -29
right_child=1 -3 3 4 6 -7 9 -9 -10 -11 11 -13 13 15 -16 16 18 -19 19 22 21 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.0092350442521274088 -0.0016828934718487844 0.010323907904326917 0.0052151619190616274 0.0020553517800111039 0.01521941583346704 -0.014856359075107003 -0.0070886664117486885 -0.0071479519980493927 -0.00019233342526214466 -0.0083955942792817966 0.0030638243027386212 0.0069227226586504424 0.010359764768851594 0.0061293811055365957 -0.013433915600180627 -0.014300297879134845 -0.0067654354319743376 0.006788002715810486 -0.0022974030218190617 -0.0045309653294018726 0.0011498295119963587 0.013514168374240399 0.00019550206734398969 -0.016015679353759402 0.0092788369523297103 0.0069207102341549576 -0.020680338144302368 0.0012229067317093723 0.0099715726822614675 -0.0062995625816316143
leaf_weight=20 33 25 28 39 29 23 28 20 28 20 21 22 34 25 20 26 34 23 45 33 20 38 2122 21 29 46 21 96 30 122
leaf_count=20 33 25 28 39 29 23 28 20 28 20 21 22 34 25 20 26 34 23 45 33 20 38 2122 21 29 46 21 96 30 122
internal_value=0 0.00349245 -6.6132e-05 -5.86966e-06 -5.43569e-05 -0.00421835 3.30686e-05 0.00380544 0.00764873 -6.79301e-05 -9.61315e-06 6.04765e-05 6.67412e-06 8.06747e-05 -0.00498385 -4.72964e-05 -0.000104361 -0.00440171 -2.511e-05 6.22598e-05 0.00420536 0.0092506 -0.000107081 -0.00172035 -0.000924059 -0.0017743 -0.00309871 -0.00454157 0.00237501 -0.00298692
internal_weight=0 58 3063 3043 3015 62 2953 77 57 2876 2856 2828 2806 2765 41 2731 2706 49 2657 2623 103 58 2520 398 377 348 302 239 63 218
internal_count=3121 58 3063 3043 3015 62 2953 77 57 2876 2856 2828 2806 2765 41 2731 2706 49 2657 2623 103 58 2520 398 377 348 302 239 63 218
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=31
num_cat=0
split_feature=96 1 9 1132 38 38 12 149 150 4 12 16 12 393 12 3 0 1186 42 454 12 16 124 12 2 12 0 0 52 43
split_gain=0.0650956 0.267214 0.171091 0.0874452 0.091838 0.114674 0.153566 0.111682 0.401014 0.254663 0.159405 0.140343 0.133848 0.131669 0.197069 0.133765 0.310815 0.120788 0.348794 0.121945 0.207714 0.163796 0.126804 0.226551 0.371265 0.123831 0.100419 0.327501 1.58113 0.26219
threshold=0.083725000000000008 0.10956 -0.084244999999999987 0.08764000000000001 0.10657000000000001 0.084835000000000008 -0.12529499999999996 0.079000000000000015 0.08826500000000001 -0.55119499999999988 -0.096104999999999982 -0.39185999999999993 -0.093619999999999995 0.085435000000000011 0.085785000000000014 -0.087784999999999988 -0.086234999999999992 0.057025000000000006 -0.015274999999999999 0.088225000000000012 -0.087484999999999993 -0.010699999999999999 -1.0000000180025095e-35 -0.010834999999999999 0.10803500000000001 -0.042789999999999988 -0.14226499999999997 -0.10324499999999999 0.084735000000000019 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 9 -9 -8 -11 -10 -12 17 -15 -16 -17 19 -19 20 21 -14 25 24 -24 -22 -25 28 29 -28
right_child=1 -3 3 -5 -6 -7 7 8 11 10 12 -13 13 14 15 16 -18 18 -20 -21 22 -23 23 26 -26 -27 27 -29 -30 -31
leaf_value=-0.0078465865654704561 0.010950977398225896 -0.002277565367419172 0.0064489578073089193 -0.0065840961411595348 0.0055553722967548918 -0.007368822032142253 -0.011100400057399557 0.015451769894432456 0.0050721429847180848 -0.0079972962804604319 0.0074592224375616455 -0.0060700969376529645 -0.013614631309465039 0.010690704381300344 -0.0042663188038204684 -0.0035303099022712561 0.010105461803364701 -0.012166488241275837 0.0047558740313564038 0.0064666806021705277 0.0086054616706502263 -0.0016746392732279168 -0.015492961928248406 0.0018886421623036252 0.001136182188377555 -0.00052624837391906313 -0.010157486494807971 8.9633385445138874e-05 -0.028274041597614999 0.002201526501077287
leaf_weight=28 26 37 37 20 30 21 21 21 20 25 24 26 20 27 32 32 35 29 21 28 33 27 25 249 29 27 21 2032 24 94
leaf_count=28 26 37 37 20 30 21 21 21 20 25 24 26 20 27 32 32 35 29 21 28 33 27 25 249 29 27 21 2032 24 94
internal_value=0 0.00318183 -6.55512e-05 6.35276e-06 5.01431e-05 -5.27865e-06 4.69804e-05 -3.40851e-05 0.0040016 -0.000128793 -4.74932e-05 -0.00122564 2.32598e-05 -4.08203e-05 0.00311784 0.00105252 0.00359285 -0.000190497 -0.0050591 -9.71935e-05 -0.000168402 -0.00675549 -4.62261e-05 -0.00015639 -0.0065625 0.00449619 -1.34437e-05 -0.000231601 -0.00492763 -5.53367e-05
internal_weight=0 63 3058 3030 3010 2980 2959 2922 67 2855 2834 46 2809 2785 126 99 67 2659 50 2609 2581 47 2534 2474 54 60 2420 2171 139 115
internal_count=3121 63 3058 3030 3010 2980 2959 2922 67 2855 2834 46 2809 2785 126 99 67 2659 50 2609 2581 47 2534 2474 54 60 2420 2171 139 115
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=31
num_cat=0
split_feature=454 151 157 51 457 157 1375 16 124 15 15 160 48 456 2 0 48 1375 1375 1 150 42 151 34 2 9 151 15 1 40
split_gain=0.068021 0.0733302 0.218779 0.254096 0.310975 0.259693 0.318571 0.706732 0.268787 0.243879 0.442654 0.273762 0.254772 0.396434 0.385012 0.217195 0.214247 0.402766 0.133074 0.163849 0.146528 0.341123 0.302921 0.126568 0.169077 0.189577 0.166742 0.163878 0.190571 0.125668
threshold=0.093465000000000006 -0.0064299999999999991 0.019925000000000002 -0.085734999999999992 0.079590000000000008 -0.087424999999999989 -0.088929999999999981 -0.010264999999999998 -0.087394999999999987 -0.091964999999999977 -0.10469999999999999 0.083670000000000008 -0.066944999999999991 0.08759500000000002 0.094565000000000024 -0.083264999999999992 -0.065739999999999979 1.0000000180025095e-35 -0.075709999999999986 0.088975000000000012 0.10314000000000002 0.08511500000000001 0.095500000000000015 -0.085489999999999997 -0.013254999999999998 -1.0000000180025095e-35 0.032230000000000009 -0.098289999999999975 0.13471500000000003 -0.23755499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 -7 -8 10 -10 -12 -11 14 -14 -15 -3 18 19 -18 22 -22 23 -20 27 -26 29 28 -25 -27
right_child=-2 16 -4 5 -6 6 8 -9 9 12 11 -13 13 15 -16 -17 17 -19 20 -21 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.017179737468673427 -0.0058131346158916131 0.009024657160043718 -0.0086798011896793131 -0.0097799548582935894 0.00036591634217819028 0.020298986624066647 0.01092063642066458 -0.0034979000881624721 0.0009920938069240728 -0.0028397777332042524 -0.0047561053710523998 -0.020597463350277397 0.0034642114071175459 0.0035218372982104909 0.01637435014938202 -0.0075498380729727248 -0.011990761823420015 -0.01345117519731107 -0.0066032681144484939 0.00035835185342214326 0.015399659317918122 -0.0015765089858805056 -0.0095433875130872953 -0.0048671656538947271 -0.0081528480325279568 0.007774841897189618 0.0073897273962696399 0.011046347805621247 0.0066588884015800435 -0.00018807041056184763
leaf_weight=22 20 25 22 22 22 26 23 24 66 94 24 20 77 34 33 37 21 23 29 22 20 29 34 26 29 20 30 26 32 2189
leaf_count=22 20 25 22 22 22 26 23 24 66 94 24 20 77 34 33 37 21 23 29 22 20 29 34 26 29 20 30 26 32 2189
internal_value=0 3.7492e-05 0.00108943 0.00149959 0.00877283 0.000832873 0.00134266 0.00887648 0.000419398 -0.000207949 -0.00418743 -0.0119567 0.00138384 0.00357733 0.00733725 -0.00224791 -0.000187305 -0.000278333 -0.000157481 -0.00567261 -6.12347e-05 0.00535254 -0.000171079 -3.72456e-05 4.37131e-05 -0.000119458 -1.54075e-05 0.00444932 0.00149204 -0.000115975
internal_weight=0 3101 546 524 44 480 458 50 408 385 110 44 275 181 110 71 2555 2530 2507 43 2464 49 2415 2381 2352 2268 2239 84 58 2209
internal_count=3121 3101 546 524 44 480 458 50 408 385 110 44 275 181 110 71 2555 2530 2507 43 2464 49 2415 2381 2352 2268 2239 84 58 2209
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=31
num_cat=0
split_feature=104 11 97 12 2 2 42 1205 52 484 2 2 13 0 158 158 1455 484 484 159 457 3 52 1375 3 457 46 470 160 1372
split_gain=0.0681314 0.159851 0.0929683 0.0620974 0.143003 0.106966 0.103022 0.136373 0.0765188 0.0860109 0.338271 0.362428 0.255384 0.495731 0.145713 0.224935 0.137984 0.118242 0.362812 0.272353 0.356402 0.248556 0.193444 0.152546 0.265706 0.143448 0.174313 0.142625 0.125931 0.1215
threshold=0.083745000000000014 -0.014494999999999999 -0.086244999999999988 0.23631000000000002 0.31358000000000003 0.17760500000000004 0.15665000000000004 0.09993500000000001 0.63556000000000001 0.098800000000000013 0.11177500000000001 0.10005000000000001 -0.085384999999999975 -0.085254999999999984 -0.47356499999999996 -0.45617999999999997 -0.018454999999999996 0.087235000000000021 0.085790000000000019 0.10569000000000002 0.08597500000000001 1.0000000180025095e-35 -0.015069999999999998 -0.096099999999999977 0.088060000000000013 0.10487 0.10123000000000001 0.079700000000000007 -0.55323499999999981 -0.065504999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 9 14 11 12 -11 -14 -4 -16 -15 18 23 20 21 22 -19 24 -17 26 27 28 -25 -30
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 10 -12 -13 13 16 15 17 -18 19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0089571655285544706 0.0047425922134425496 0.0060852743312716489 0.0080144184844001473 -0.0052142291127339653 0.0080344925549897285 -0.0067066199883508192 0.0071492099575698386 -0.0082816495653241871 0.006168240387924016 0.0043561740750164696 -0.012741320891878927 0.010839520767331124 -0.019577406525786503 -0.006809025873163981 -0.0080615283239988938 0.0124919124162541 0.0040894805382077513 0.01829839747013717 -0.010433274578077323 -0.0061643166021288689 -0.0059148813592037192 -0.00014839988667517901 0.0055145503021776683 -0.0061530859718914145 -0.0028393572941422464 -0.0078461215385924217 0.0091599334009169111 -0.0083998988661915068 -0.0070721163900326128 0.00023080714463875212
leaf_weight=20 30 25 23 23 22 24 20 20 20 33 26 24 20 21 34 26 26 29 33 24 20 20 20 32 20 23 21 20 23 2399
leaf_count=20 30 25 23 23 22 24 20 20 20 33 26 24 20 21 34 26 26 29 33 24 20 20 20 32 20 23 21 20 23 2399
internal_value=0 -4.60297e-05 1.20044e-05 -3.78419e-05 1.54182e-06 -5.73469e-05 -3.7417e-06 -5.21215e-05 3.91888e-06 -3.83459e-05 -0.00237056 -0.00019604 -0.00284457 -0.00639121 8.80839e-05 2.1646e-05 -0.000780065 0.000123059 -1.47273e-05 0.00328969 0.00583909 0.00924604 0.0130805 0.000119365 0.00582614 1.51107e-05 8.7579e-05 1.05703e-05 7.91153e-05 0.000161457
internal_weight=0 3091 3071 3046 3023 3001 2977 2957 2937 2917 150 124 100 67 2767 2744 47 2710 2597 113 89 69 49 2564 46 2518 2495 2474 2454 2422
internal_count=3121 3091 3071 3046 3023 3001 2977 2957 2937 2917 150 124 100 67 2767 2744 47 2710 2597 113 89 69 49 2564 46 2518 2495 2474 2454 2422
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=31
num_cat=0
split_feature=42 42 133 2 42 12 52 42 52 4 51 480 0 42 4 52 1427 52 1455 1456 1209 1212 401 133 1455 4 0 43 1 1
split_gain=0.0649766 0.276968 0.412818 0.523787 0.334485 0.402633 0.323764 0.238598 0.281214 0.261194 0.291025 0.258543 0.223473 0.221365 0.19022 0.170711 0.151817 0.161829 0.21871 0.165244 0.145739 0.149247 0.153711 0.288915 0.14339 0.137402 0.137141 0.187243 0.16277 0.332296
threshold=0.087665000000000007 0.086555000000000007 -0.0097699999999999992 0.08708500000000001 0.085730000000000015 0.085110000000000005 0.08734500000000002 0.088295000000000012 -0.0046699999999999997 -0.111605 0.081440000000000026 -0.077929999999999985 -0.085134999999999975 0.085345000000000018 -0.085034999999999986 0.086040000000000019 0.088415000000000007 0.51358000000000004 -0.065979999999999983 -0.049894999999999995 -1.0000000180025095e-35 -0.040879999999999993 0.093690000000000009 -0.088234999999999994 -0.037084999999999993 -0.082109999999999975 0.18019500000000002 -0.52440999999999993 0.13756000000000004 0.14173500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 13 -6 -3 8 -2 10 -9 -11 -10 20 -13 -7 17 18 -16 -20 -1 22 23 -22 -23 -21 27 -26 -29 -30
right_child=7 2 3 -5 5 15 -8 9 12 11 -12 14 -14 -15 16 -17 -18 -19 19 25 21 24 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.0062077799600023685 -0.0022157801538705826 -0.0047432650123601372 0.010295367643162277 -0.0069147805756074382 0.018663618690334262 0.0063063394337742858 -0.022140067825093868 0.014069140922012075 0.017315187281928959 -0.011434443606995047 0.00020815265280279248 -0.0091161276298490444 0.0031333028827793897 -0.0088173432586093736 -0.0081171524466481064 -0.0052751105680363258 -0.0061476415262690619 0.0067009030259214345 0.0089356420035271548 0.0076099765077233322 0.016172766135158865 0.0057848765980452301 -0.0018463927245466038 0.00030752640450373294 0.0089224849404259173 6.4831819114432725e-05 -0.0080170432415679511 -0.00062545422896634806 0.013485202960669997 0.00038721119757568426
leaf_weight=39 25 23 28 48 20 35 20 28 25 20 33 22 20 30 30 20 35 41 23 25 22 39 25 24 22 698 23 1567 25 86
leaf_count=39 25 23 28 48 20 35 20 28 25 20 33 22 20 30 30 20 35 41 23 25 22 39 25 24 22 698 23 1567 25 86
internal_value=0 -0.000319079 -0.0050045 -0.0005742 -3.70529e-05 0.00651323 -0.0128348 0.000652477 0.00628787 0.000239412 0.00657057 -0.00019258 0.0110121 -0.000295345 6.46705e-05 0.0020949 0.000301733 0.000578022 0.00025452 0.000591182 -0.000158774 -3.0072e-05 0.00446509 0.00789525 -0.000211205 0.000325729 -0.000346926 -0.000243154 -0.000363323 0.00333721
internal_weight=0 2096 119 76 1977 75 43 1025 70 955 61 894 45 1902 874 55 852 817 776 746 1872 1833 71 46 1762 723 1723 1700 1678 111
internal_count=3121 2096 119 76 1977 75 43 1025 70 955 61 894 45 1902 874 55 852 817 776 746 1872 1833 71 46 1762 723 1723 1700 1678 111
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=31
num_cat=0
split_feature=15 3 11 104 97 31 49 48 48 49 3 0 43 3 47 49 48 49 49 0 49 448 0 457 447 150 130 150 0 16
split_gain=0.0599449 0.150828 0.110272 0.0759795 0.0704713 0.0717694 0.0890227 0.288466 0.370614 0.278981 0.224294 0.363402 0.301157 0.388187 0.219389 0.145841 0.201097 0.155819 0.272764 0.204084 0.172129 0.156997 0.148396 0.147411 0.201112 0.199983 0.135773 0.274481 0.125815 0.117635
threshold=-0.56368999999999991 0.63141500000000017 -0.072629999999999986 0.077525000000000011 -0.086244999999999988 -0.082659999999999997 -0.082254999999999981 0.090085000000000012 0.095930000000000015 -0.080859999999999987 0.088060000000000013 -0.11437499999999999 -0.091784999999999992 -0.081234999999999988 0.085505000000000012 -0.070909999999999987 0.087555000000000008 -0.020744999999999996 -0.031119999999999998 -0.24955499999999997 -0.013914999999999999 -0.050549999999999991 -0.10836499999999999 0.11702000000000001 0.086195000000000008 -0.099594999999999975 -0.22562499999999999 0.10874500000000002 -0.14920999999999998 -0.046599999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 10 -9 -8 11 -7 -13 -14 -10 16 -11 18 21 -19 -21 22 -17 24 25 -22 -27 29 -23 -28
right_child=1 -3 3 -5 5 6 9 8 14 15 -12 12 13 -15 -16 17 -18 19 -20 20 23 28 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0048770770076662301 0.0074180678650736815 -0.0086954059265553964 0.0056555300993336877 -0.0052167959906260618 -0.0058504190828119014 -0.006513984752818943 -0.011099228100932163 -0.013619853426580845 0.0084903448917126919 -0.0019789177964886894 0.014187039851787545 0.017018564082682135 -0.0041685881395824255 0.011333233208085101 -0.0056908578658476476 0.0086987753844131599 0.010362212335120045 0.0085278732286367034 -0.014180402134079487 0.0080381154620016992 -0.0072797556980871234 -0.0094349950226023799 -0.0025418648228272408 -0.0086913971696048978 0.0076828800833247841 -0.007707857190752807 0.00053399147775713479 0.010652673386600024 -0.0011460046155100808 -0.00088462390755863682
leaf_weight=25 20 20 22 28 21 30 23 23 24 23 21 20 35 30 20 23 31 28 20 26 39 30 24 20 33 23 1317 24 47 1051
leaf_count=25 20 20 22 28 21 30 23 23 24 23 21 20 35 30 20 23 31 28 20 26 39 30 24 20 33 23 1317 24 47 1051
internal_value=0 -3.93821e-05 1.6899e-05 -3.1538e-05 1.64102e-05 -2.48608e-05 1.6123e-05 0.00203779 -0.00333292 -0.000131396 0.00468365 0.00294824 0.00628786 0.0029861 0.00204434 -3.99641e-05 0.00510581 -0.000142689 -0.00334342 3.72818e-05 -5.6574e-05 -0.00159552 0.00295887 -0.000140524 -7.17591e-05 -0.000176039 -6.13207e-05 1.22037e-05 -0.00437548 -9.56389e-05
internal_weight=0 3096 3076 3056 3028 3006 2985 203 67 2782 136 115 85 65 44 2759 54 2705 144 2561 2533 124 47 2507 2487 2454 2415 2392 77 2368
internal_count=3121 3096 3076 3056 3028 3006 2985 203 67 2782 136 115 85 65 44 2759 54 2705 144 2561 2533 124 47 2507 2487 2454 2415 2392 77 2368
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=31
num_cat=0
split_feature=104 11 1374 1 455 1375 447 457 448 2 97 8 9 457 48 34 2 0 15 15 401 403 133 1444 1447 1447 1209 481 481 399
split_gain=0.0677377 0.145481 0.0627416 0.395342 0.106563 0.135252 0.09191 0.22744 0.13483 0.125439 0.107004 0.108491 0.126777 0.150243 0.25009 0.155225 0.13378 0.106637 0.0878865 0.552346 0.252678 0.803036 0.591099 0.314112 0.193006 0.536468 0.180991 0.167613 0.1619 0.150983
threshold=0.083745000000000014 -0.014494999999999999 -0.067869999999999986 0.087695000000000009 0.093680000000000013 -0.16449999999999998 0.085205000000000017 0.086800000000000016 -1.0000000180025095e-35 0.10222000000000002 -0.086244999999999988 0.08573500000000002 0.085355000000000014 0.084365000000000009 0.086425000000000016 -0.081829999999999986 -0.0050599999999999994 -0.086934999999999985 0.083195000000000005 0.081070000000000017 0.080190000000000011 0.093545000000000003 -0.085499999999999979 -0.081494999999999998 -0.086059999999999984 -0.085024999999999989 0.091045000000000001 1.0000000180025095e-35 -0.065229999999999996 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 8 -8 -7 -9 -10 12 13 15 -15 -12 -17 -16 19 20 23 22 -22 -18 28 -26 29 -27 -20 -25
right_child=-2 2 4 -5 -6 6 7 9 10 -11 11 -13 -14 14 17 16 18 -19 24 -21 21 -23 -24 26 25 27 -28 -29 -30 -31
leaf_value=-0.0085470631415955726 0.0047288691784099987 -0.0038869249771403915 -0.0081980679789558069 0.012493917825989999 -0.0068350485121102438 -0.005889959736034657 0.0092533381857179322 -0.0041081857097406797 0.0069771262414922769 0.0052032434442283023 -0.0081574764413138226 0.0049601408663790588 -0.0061704213689903128 0.010905856977809561 -0.0060079570277594037 0.007201695870608091 0.012069593753576989 0.003976153764549805 0.013405577674330699 -0.015377575283870102 -0.0031847875776954675 0.0043229149532548732 -0.026112528918715922 1.5674656003705536e-05 -0.015171391169794582 0.00043038107631334141 -0.0094657688728711081 0.0096767148748040203 0.00083398717670206683 -0.0087367517687380308
leaf_weight=20 30 34 20 26 23 39 37 39 22 23 24 43 34 33 20 25 21 23 21 25 22 42 23 1356 22 993 21 20 20 20
leaf_count=20 30 34 20 26 23 39 37 39 22 23 24 43 34 33 20 25 21 23 21 25 22 42 23 1356 22 993 21 20 20 20
internal_value=0 -4.58965e-05 9.46766e-06 0.00321144 -5.43378e-05 -2.14362e-06 5.3085e-05 0.00304878 -5.02867e-05 -0.000653946 3.01893e-05 -2.42382e-05 -0.000101753 -2.62002e-05 0.00435771 -0.000151691 -7.86617e-05 -0.000667619 -0.000148504 -0.00063551 -0.000390625 -0.00562174 -0.0149034 -6.96755e-05 0.000543986 0.000277422 -0.000252156 0.000612935 0.00727309 -0.000111541
internal_weight=0 3091 3071 60 3011 2988 2968 99 2869 62 2830 2808 2765 2731 76 2655 2631 43 2606 1530 1505 87 45 1418 1076 1035 1397 1013 41 1376
internal_count=3121 3091 3071 60 3011 2988 2968 99 2869 62 2830 2808 2765 2731 76 2655 2631 43 2606 1530 1505 87 45 1418 1076 1035 1397 1013 41 1376
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=31
num_cat=0
split_feature=473 472 474 474 474 1446 1 41 52 16 33 16 3 9 16 9 33 0 50 0 2 3 1 403 3 0 42 3 12 16
split_gain=0.0619652 0.104485 0.0722072 0.11107 0.127443 0.11006 0.411163 0.0943386 0.171617 0.226777 0.144527 0.142556 0.226147 0.135649 0.285978 0.136328 0.135437 0.122205 0.357787 0.3092 0.268052 0.397304 0.600705 0.356215 0.382916 0.470609 0.265904 0.430056 0.264797 0.23044
threshold=-0.072684999999999986 -0.10116499999999999 0.11454000000000002 0.11085000000000002 0.10674500000000002 0.11483500000000001 0.083135000000000014 0.075585000000000013 0.083680000000000018 0.052820000000000013 0.078905000000000017 -0.062804999999999986 -0.14989499999999997 -0.085744999999999988 -0.14771999999999999 -0.013509999999999999 0.091440000000000007 -0.089019999999999974 0.12170000000000002 -0.089964999999999976 0.087675000000000017 -0.03694999999999999 0.089875000000000024 -0.0044549999999999998 0.090900000000000009 -0.15599999999999997 -0.080354999999999982 -0.091869999999999993 1.0000000180025095e-35 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 10 9 11 13 12 -9 14 -3 -15 -12 18 19 20 23 22 26 -17 25 -25 -22 -28 -23 -27
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 16 -13 -14 15 -16 17 -18 -19 -20 -21 21 28 -24 24 -26 29 27 -29 -30 -31
leaf_value=0.0048615033989055801 -0.0055538483785794067 0.0024916618963470687 0.0046031364602694179 -0.0064162183346019854 0.0079823122452944515 -0.015433830469846727 0.0046004638075828556 -0.0037209009843584351 0.0092206577522059279 0.0098517474799376462 0.011142120887102052 -0.0061170687304331443 0.0075946548038204626 0.0066061819468935332 -0.01441922884900123 -0.0070065264291377001 4.5959863134405832e-05 0.00027171940417620419 -0.013230449006459822 -0.0098844798255918759 -0.012293427156422426 -0.00035696229741642022 -0.020236975080721701 0.019511142112314701 -0.0084132698752606913 0.0062591537240834954 0.011718583151343324 -0.0038982125773856582 0.01156957641709596 -0.00083452393633446525
leaf_weight=26 34 20 34 27 20 20 21 38 30 23 22 37 33 30 20 37 22 1862 24 36 27 269 24 20 24 113 21 110 20 77
leaf_count=26 34 20 34 27 20 20 21 38 30 23 22 37 33 30 20 37 22 1862 24 36 27 269 24 20 24 113 21 110 20 77
internal_value=0 -4.08398e-05 2.03959e-05 -3.10786e-05 2.63877e-05 -2.70078e-05 -0.00517236 4.47716e-05 0.00239818 0.000835786 -9.16214e-05 -0.00108428 0.00153844 -0.000183124 -0.00596378 -9.72942e-05 0.00559404 -0.000172784 -0.00120478 -0.000833813 -0.000394697 -0.00183642 -0.00549628 0.00211103 0.00355269 0.00492023 -0.00325719 -0.00139476 0.000468404 0.00338435
internal_weight=0 3095 3061 3027 3000 2980 41 2939 161 131 2778 108 71 2734 40 2694 44 2664 802 778 742 471 182 271 234 210 158 131 289 190
internal_count=3121 3095 3061 3027 3000 2980 41 2939 161 131 2778 108 71 2734 40 2694 44 2664 802 778 742 471 182 271 234 210 158 131 289 190
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=31
num_cat=0
split_feature=1426 1417 471 1419 2 3 484 3 4 16 51 3 1 3 51 4 4 4 4 474 474 474 4 4 3 160 1429 50 147 1425
split_gain=0.059531 0.077484 0.126049 0.0849191 0.279416 0.0808821 0.440137 0.319107 0.457822 0.351207 0.268086 0.361242 0.313974 0.596771 0.81612 0.263358 0.204943 0.158709 0.150426 0.129688 0.162303 0.155277 0.155603 0.336025 0.207158 0.261608 0.20201 0.182375 0.148371 0.130087
threshold=-0.10090499999999998 -0.080324999999999994 -0.081099999999999992 0.088135000000000005 0.095545000000000005 0.092670000000000016 -0.070054999999999992 0.048265000000000009 1.0000000180025095e-35 -0.015314999999999997 0.10876000000000001 0.14121000000000003 0.099660000000000012 0.11658 -0.089344999999999994 0.26790000000000008 0.41257000000000005 0.056795000000000005 -0.026489999999999996 0.085500000000000007 0.084855000000000014 0.086515000000000009 -0.0082299999999999995 -0.020529999999999996 -0.073309999999999986 -0.077609999999999985 0.083810000000000009 0.092855000000000007 0.097430000000000003 0.084940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 7 -7 19 9 -9 12 -12 13 14 -8 17 -17 18 -14 20 28 -21 23 26 25 -24 -23 -25 29 -4
right_child=1 2 3 4 -6 6 10 8 -10 -11 11 -13 15 -15 -16 16 -18 -19 -20 21 -22 22 24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0053063498410795421 -0.0060896400628345356 0.0079183107428252696 -0.00011511400743071626 -0.011724237892776728 0.0027020139796338207 -0.014479933531644444 -7.7687940843727284e-05 -0.0077073369342833768 0.016467164450822847 0.0090546938106417663 0.016292685684969738 -0.0018479331295289424 0.0071625578566454351 0.005918467793431457 -0.026179080367088322 -0.011621761694550516 -0.00073579759633985863 0.012410196545533837 -0.0023900003966820594 0.010174432299707247 -0.0089412895962595936 0.011344074927425634 0.0028681924710433713 -0.0020728221017634499 -0.0037074103951454163 0.017281639545690269 -0.00079259909398388118 -0.0142457146756351 0.0080629491559441446 -0.0078412543558938948
leaf_weight=21 21 20 2312 25 29 24 23 25 29 25 21 23 32 23 25 21 98 20 34 23 21 24 34 32 20 20 32 20 22 22
leaf_count=21 21 20 2312 25 29 24 23 25 29 25 21 23 32 23 25 21 98 20 34 23 21 24 34 32 20 20 32 20 22 22
internal_value=0 -3.59462e-05 5.34237e-06 -4.63933e-05 -0.00397681 2.42364e-05 -0.0014187 0.000210772 0.00647129 0.000673678 -0.000439108 0.00681009 -0.00159478 -0.0073259 -0.0136722 0.000390149 -0.00265685 0.00460635 0.00224154 1.92222e-05 -0.000188908 0.00243251 0.00145414 -0.000966203 0.00498653 0.00820651 0.00440883 -0.0067547 -0.000110894 -0.00018794
internal_weight=0 3100 3079 3059 54 3005 344 2661 79 50 320 44 276 71 48 205 119 86 66 2582 2377 205 182 108 74 54 56 52 2356 2334
internal_count=3121 3100 3079 3059 54 3005 344 2661 79 50 320 44 276 71 48 205 119 86 66 2582 2377 205 182 108 74 54 56 52 2356 2334
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=31
num_cat=0
split_feature=12 42 1205 10 2 39 12 39 39 0 43 11 8 1420 30 34 14 2 14 33 16 1 0 2 16 15 39 10 16 152
split_gain=0.0577886 0.118168 0.112128 0.0906401 0.132671 0.0763206 0.12324 0.0965386 0.11813 0.203682 0.149043 0.124134 0.212504 0.128442 0.115429 0.120309 0.126244 0.145713 0.139302 0.127179 0.119694 0.112285 0.322039 0.16938 0.192978 0.180724 0.176437 0.33588 0.319441 0.169227
threshold=0.23631000000000002 0.15665000000000004 0.09993500000000001 -0.4066499999999999 0.17760500000000004 0.11536 -0.069644999999999985 0.10940500000000002 0.10076500000000001 0.18019500000000002 -0.036954999999999995 0.10458500000000001 0.091215000000000004 0.056520000000000008 0.088655000000000012 -0.085739999999999983 -0.24175999999999997 0.13622000000000004 -0.074569999999999984 1.0000000180025095e-35 -0.029084999999999996 0.13707500000000003 -0.057069999999999989 0.11928500000000002 0.41553500000000004 -0.099734999999999976 0.088550000000000004 1.0000000180025095e-35 -0.0094449999999999968 0.093230000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 9 11 -10 12 13 14 15 -5 17 20 -18 21 -17 23 -23 26 25 -25 27 29 -28 -20
right_child=-2 -3 -4 4 -6 6 -8 -9 10 -11 -12 -13 -14 -15 -16 16 18 -19 19 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.0067358948109904311 -0.0049940268468597667 0.0063905085244312368 -0.0074861230142414569 -0.0067145455431622952 -0.0069968142891647647 0.0014087182374417106 -0.0089531510127320267 0.006059533950907213 -0.011448807241395118 0.0091143117733299747 0.0007595067098736764 0.0072104038049777344 -0.0095848937364517838 -0.0077250510188085694 0.0060964210040083348 0.0025331078907069957 -0.0075756938429549338 -0.0017317600777739875 -2.0868718036190125e-05 0.0080214575398713361 0.012735155169186486 0.0026310827117413285 -0.014393452345393598 0.0068098914783066983 0.010478475478788218 -0.0010543735068955127 -0.014573279466561001 0.012603742128149385 0.0020932985834129481 -0.0092588473856449124
leaf_weight=20 23 29 20 26 27 22 24 27 20 25 20 24 23 21 32 23 24 26 2329 20 23 25 20 44 30 87 23 21 23 20
leaf_count=20 23 29 20 26 27 22 24 27 20 25 20 24 23 21 32 23 24 26 2329 20 23 25 20 44 30 87 23 21 23 20
internal_value=0 3.70764e-05 -2.29593e-05 2.59955e-05 -1.83089e-05 4.44558e-05 -0.00399747 0.000107355 5.24864e-05 0.000127213 -0.00534465 4.87643e-05 -1.17566e-05 6.64053e-05 0.000124925 5.57903e-05 0.000120081 0.004252 8.4915e-06 7.73864e-05 0.00763413 1.67909e-05 -0.00493538 0.000103267 0.00324384 0.00158706 -0.000106019 1.30373e-05 -0.00623999 -9.95233e-05
internal_weight=0 3098 3069 3049 3029 3002 46 2956 2929 2889 40 2864 2840 2817 2796 2764 2738 72 2666 2642 46 2622 45 2577 161 131 2416 2370 46 2349
internal_count=3121 3098 3069 3049 3029 3002 46 2956 2929 2889 40 2864 2840 2817 2796 2764 2738 72 2666 2642 46 2622 45 2577 161 131 2416 2370 46 2349
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=31
num_cat=0
split_feature=45 3 11 104 34 133 43 51 4 0 1212 48 12 42 13 0 16 3 52 13 1 44 13 2 13 133 13 3 0 402
split_gain=0.0589292 0.057505 0.309594 0.0890632 0.0766187 0.0588059 0.0755466 0.341715 0.479058 0.338979 0.156782 0.197454 0.169356 0.219443 0.305906 0.259293 0.19662 0.24563 0.270667 0.125475 0.19541 0.126937 0.178515 0.213861 0.203649 0.235421 0.210401 0.192702 0.179514 0.176861
threshold=-0.067109999999999989 0.63141500000000017 -0.014494999999999999 0.077525000000000011 -0.09225499999999999 -0.54084999999999994 0.062770000000000006 0.081440000000000026 0.0045450000000000013 -0.13027499999999997 0.10083000000000002 0.092265000000000014 0.090840000000000018 0.075730000000000006 -0.091904999999999987 -0.07929499999999999 0.029300000000000003 -0.077354999999999993 0.029970000000000007 -0.43167499999999998 0.13075500000000004 0.082070000000000018 -0.097224999999999992 0.083715000000000026 -0.093219999999999983 -0.12788999999999998 -0.092094999999999982 -0.081164999999999987 -0.13843999999999998 0.2506000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 19 9 -9 -8 11 12 13 15 -15 -11 17 -14 -19 20 -7 22 23 -21 25 -24 -26 -25 -29 -28
right_child=1 -3 3 -5 5 6 7 8 -10 10 -12 -13 16 14 -16 -17 -18 18 -20 21 -22 -23 24 27 26 -27 29 28 -30 -31
leaf_value=-0.0052794622523444044 0.012172593659765665 -0.0050586600364609206 0.0052468222166810723 -0.0057289025125404208 0.0039534594901409507 -0.01187066728333858 0.012382634514942766 -0.01807859992194507 0.002340945856412873 -0.003808317026123405 0.0056027813286830984 0.0068477763117037035 -0.011549123295623324 -0.010249579004647041 0.0060755134443752469 -0.019910905684810132 0.0074939409581323462 0.0070046017487202924 -0.0068306695365418614 0.010980854950274432 0.0011770578765814815 -0.0053149038942803331 0.0027299715460024098 -0.0026194992785652481 0.0099609282714399425 -0.010148865786031821 0.00023339656574630294 -2.7411405795386862e-05 0.0098988389841427934 -0.0076251865396725731
leaf_weight=21 21 22 28 27 37 22 20 27 20 20 30 22 23 22 24 20 24 31 26 31 24 41 22 57 22 40 2295 35 38 29
leaf_count=21 21 22 28 27 37 22 20 27 20 20 30 22 23 22 24 20 24 31 26 31 24 41 22 57 22 40 2295 35 38 29
internal_value=0 3.57641e-05 7.21765e-05 -1.09471e-05 4.0005e-05 -8.55959e-06 -5.80013e-05 -0.00153789 -0.00938943 -0.000129411 -0.00116346 -0.00212095 -0.00315944 -0.00644259 -0.00173214 -0.0118596 -0.000444519 -0.00282606 0.000693776 0.00011417 -0.00506316 0.000205418 0.000293519 0.00351734 7.79734e-05 -0.00557896 0.000227474 0.00173758 0.00513968 0.000135333
internal_weight=0 3100 3078 3057 3030 3002 2965 309 47 262 242 212 190 86 46 40 104 80 57 2656 46 2610 2569 161 2408 62 2346 130 73 2324
internal_count=3121 3100 3078 3057 3030 3002 2965 309 47 262 242 212 190 86 46 40 104 80 57 2656 46 2610 2569 161 2408 62 2346 130 73 2324
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=31
num_cat=0
split_feature=1212 12 13 1213 2 42 2 2 402 12 12 402 403 43 401 401 401 402 403 12 402 4 1212 43 403 42 42 400 0 1212
split_gain=0.0581656 0.24461 0.5109 0.409242 0.412833 0.179332 0.357237 0.210676 0.132244 0.396938 0.385055 0.199544 0.336855 0.132738 0.114814 0.132227 0.112843 0.117775 0.197312 0.205442 0.19511 0.188477 0.182737 0.142425 0.118012 0.294958 0.644335 0.145435 0.14496 0.12609
threshold=-0.040879999999999993 0.08598500000000002 -0.089109999999999981 -0.059794999999999994 0.087415000000000007 0.086665000000000006 0.08734500000000002 0.086675000000000016 0.10913500000000002 0.085565000000000016 0.093965000000000007 0.095250000000000015 -0.082179999999999989 -0.53814999999999991 0.092045000000000016 0.08481000000000001 1.0000000180025095e-35 -0.090599999999999986 -0.071919999999999984 0.09320500000000001 -0.087759999999999991 -0.050494999999999991 0.087490000000000012 -0.036954999999999995 -0.10884999999999999 -0.031659999999999994 0.089390000000000011 -0.090784999999999991 -0.07847999999999998 0.10083000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -3 -7 11 -10 -11 13 -13 -2 15 16 17 18 19 22 -19 23 -15 -21 25 -22 -27 -26 -28 -29
right_child=8 3 -4 4 -6 7 -8 -9 9 10 -12 12 -14 14 -16 -17 -18 20 -20 21 24 -23 -24 -25 27 26 28 29 -30 -31
leaf_value=-0.0012227780841015004 -0.0080648062129815411 -0.00031998003474794902 0.019574044440828622 -0.018665321818774654 0.001409621462225914 0.006248356893359285 0.017216026543194728 -0.0049499678558536939 -0.015930977596768311 0.0063292826047951466 -0.0094640222987016822 0.015433838252316824 0.0010308001586611594 -0.0028488027948575714 -0.0076327543519437314 0.0052875987370498484 -0.0064348188162382169 -0.0098409296589947876 -0.0053280518020920719 0.0061781666305085478 0.0019226625072375195 0.0019175948947668074 0.006606546576104818 0.017691641363004842 0.0080934678564186808 -0.022761930711567402 0.0048923221372422724 -0.00019733338923333803 -0.0065991718279015598 0.0045260674352275918
leaf_weight=27 21 26 21 21 20 28 21 42 21 38 26 22 62 60 20 46 28 21 29 22 59 35 31 21 22 20 21 2209 23 58
leaf_count=27 21 26 21 21 20 28 21 42 21 38 26 22 62 60 20 46 28 21 29 22 59 35 31 21 22 20 21 2209 23 58
internal_value=0 0.00162395 0.00787583 -0.00027536 -0.00887267 0.00273737 0.00751526 -0.000470638 -0.000114763 -0.0040012 -8.67475e-05 1.96798e-06 0.00480302 -0.000144896 -8.38619e-05 -2.80476e-05 -0.000120007 -5.28025e-05 0.00229253 0.00360021 -0.000243668 0.00736615 0.00037225 0.011801 -0.00016011 -0.00317759 -0.00787939 2.03528e-06 -0.0011146 -7.64877e-05
internal_weight=0 206 48 158 41 117 47 70 2915 85 64 2830 84 2746 2725 2705 2659 2631 198 169 2433 78 91 43 2412 123 64 2289 44 2267
internal_count=3121 206 48 158 41 117 47 70 2915 85 64 2830 84 2746 2725 2705 2659 2631 198 169 2433 78 91 43 2412 123 64 2289 44 2267
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=31
num_cat=0
split_feature=457 4 48 1429 0 457 12 49 1373 148 0 0 2 148 0 3 2 160 482 1456 1456 52 484 52 159 133 484 484 484 484
split_gain=0.0569481 0.285054 0.200968 0.162532 0.15065 0.111034 0.220547 0.170892 0.145143 0.112185 0.17677 0.283318 0.172335 0.169139 0.127267 0.221963 0.243815 0.0841282 0.0994983 0.115554 0.142336 0.113206 0.103082 0.432607 0.218218 0.220279 0.206334 0.368772 0.318045 0.370061
threshold=-0.085584999999999981 -0.020529999999999996 0.095930000000000015 0.083615000000000009 -0.089964999999999976 -0.0056599999999999992 0.088930000000000023 -0.0087849999999999977 1.0000000180025095e-35 -0.095079999999999984 -0.26343999999999995 -0.23091999999999999 0.092235000000000025 0.085390000000000008 -0.17169499999999996 0.095270000000000007 0.11411 0.51752500000000012 -1.0000000180025095e-35 0.10504000000000001 0.092265000000000014 -0.013374999999999998 -0.085604999999999987 -0.067494999999999986 -0.085604999999999987 0.085075000000000026 -0.081614999999999979 -0.079429999999999987 -0.070054999999999992 -0.020124999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -2 9 -7 -11 12 -12 14 15 16 -13 18 -16 20 22 -21 23 -20 -25 -26 -24 -28 -29 -30
right_child=5 2 -4 -5 -6 8 -8 -9 -10 10 11 13 -14 -15 17 -17 -18 -19 19 21 -22 -23 26 24 25 -27 27 28 29 -31
leaf_value=0.011888064428543052 -0.012985722917633561 -0.0004026579185917329 0.0075307192746549845 0.0041504510802527267 -0.0095830414733482586 -0.0055238807857086935 0.0036665529074768229 -0.0025717562813224507 0.0074521989125059919 0.0082259017959726271 -0.002208794037932935 0.014425334513739306 -0.014901132826926186 0.0088013009252873343 -0.0054028735806544628 -0.0031937508326437742 5.8552729231970651e-05 0.004824553409269035 -0.004738920503200926 -0.00055470045744663199 -0.0074211820770331005 0.0094047156183514752 -0.0082461717291153046 -0.00097958735473777938 0.0059148229128267206 0.01900406550616026 0.013359184619039297 -0.011068079933196445 0.010052761918466007 -0.00030925764581783276
leaf_weight=24 26 39 28 30 33 37 30 40 26 26 23 27 20 22 36 27 21 34 49 21 27 25 32 23 36 20 20 27 35 2257
leaf_count=24 26 39 28 30 33 37 30 40 26 26 23 27 20 22 36 27 21 34 49 21 27 25 32 23 36 20 20 27 35 2257
internal_value=0 0.00187496 2.63819e-05 -0.00203363 -0.00461033 -9.73182e-05 -0.00344273 -0.00667423 1.45452e-05 -5.34263e-05 1.86559e-05 -5.80474e-05 -0.00811221 6.83962e-05 -2.3156e-06 0.00405976 0.00813987 -0.000117628 -0.000182059 -0.000108983 -0.000199436 0.00485803 -0.00012141 0.00264279 0.00722132 0.0105896 -0.000270637 -0.000161523 -0.000278131 -0.000151024
internal_weight=0 154 130 102 72 2967 96 66 2871 2845 2808 2782 43 2739 2717 75 48 2642 2608 2572 2526 46 2499 128 79 56 2371 2339 2319 2292
internal_count=3121 154 130 102 72 2967 96 66 2871 2845 2808 2782 43 2739 2717 75 48 2642 2608 2572 2526 46 2499 128 79 56 2371 2339 2319 2292
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=31
num_cat=0
split_feature=1444 43 130 40 12 52 46 121 147 11 1210 1210 1210 13 16 1209 1210 0 4 157 1424 4 4 51 475 483 12 12 133 133
split_gain=0.0630053 0.0724102 0.0925809 0.0977322 0.113072 0.333407 0.113844 0.111987 0.121103 0.11808 0.0788879 0.084667 0.275073 0.123356 0.180523 0.0851655 0.0797403 0.0844175 0.106543 0.159022 0.138228 0.140946 0.107397 0.381968 0.12534 0.180962 0.162284 0.267371 0.16386 0.298847
threshold=-0.083894999999999983 -0.53814999999999991 -0.22699999999999995 -0.23755499999999996 0.12757000000000002 0.10160000000000001 -0.043074999999999995 -0.078059999999999977 0.099730000000000027 -1.0000000180025095e-35 -0.42132499999999995 -0.087769999999999973 -0.081959999999999991 -0.049279999999999997 -0.088159999999999988 -0.087714999999999987 -0.07983999999999998 0.16094000000000003 -0.52556499999999995 -0.0062799999999999991 0.091770000000000004 -0.50940999999999981 -0.39518999999999993 -0.047599999999999996 -0.084169999999999981 -1.0000000180025095e-35 0.091325000000000003 0.086345000000000019 0.085760000000000017 0.087285000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5 -8 9 -9 -11 13 -13 14 -12 -14 -17 18 19 -18 21 -20 23 -23 25 -24 27 28 -27 -30
right_child=1 2 3 4 5 -7 7 8 -10 10 11 12 15 -15 -16 16 17 -19 20 -21 -22 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0040470325130675189 0.0047820405452512205 -0.0061861803716359047 0.0062758567109704013 0.0066728903159785739 -0.010600186825862952 0.0045200632270425561 0.0071340271740733784 -0.0066721832299103528 -0.0065723366989654357 0.0062040555956108237 -0.00026483616037737757 0.011541427751736982 0.0062491961627859968 0.0016589281181323117 -0.013376933393911238 -0.005860929474305443 -0.0015945656877011062 0.0050789199981161144 -0.0079976995142219086 0.010597685651610726 -0.0083732314896769831 -0.0010116288681393084 0.011005018435587939 0.012069101561086648 -0.00028349323122998525 -0.0025507333529689773 0.0087835491634905335 -0.010189866380427372 0.0146645958323709 -0.00038196134740825407
leaf_weight=38 32 24 25 26 35 25 22 26 28 21 21 21 22 29 21 23 20 33 22 23 20 69 22 33 2295 44 24 22 22 33
leaf_count=38 32 24 25 26 35 25 22 26 28 21 21 21 22 29 21 23 20 33 22 23 20 69 22 33 2295 44 24 22 22 33
internal_value=0 4.98823e-05 2.49741e-07 4.92997e-05 -2.55367e-06 -0.00430008 8.50914e-05 2.63524e-05 -2.76797e-05 3.62598e-05 9.76751e-05 5.21859e-05 0.000140277 -0.0033573 -0.00682088 5.24791e-05 2.08061e-06 5.236e-05 -1.02586e-05 0.00492687 -9.17231e-05 -2.76743e-05 4.07112e-05 0.00322037 -9.10213e-05 0.00255403 0.00127181 -0.000218124 0.00199782 0.00563666
internal_weight=0 3083 3051 3027 3002 60 2942 2916 2894 2866 2840 2819 2748 71 42 2727 2705 2682 2649 43 2606 2586 2564 102 2462 167 145 121 99 55
internal_count=3121 3083 3051 3027 3002 60 2942 2916 2894 2866 2840 2819 2748 71 42 2727 2705 2682 2649 43 2606 2586 2564 102 2462 167 145 121 99 55
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=31
num_cat=0
split_feature=45 1426 16 0 0 43 401 1447 1452 474 484 13 475 52 13 156 51 52 43 15 482 482 39 484 159 2 159 3 1 52
split_gain=0.0607002 0.0596525 0.0808502 0.174497 0.32093 0.380374 0.206736 0.169486 0.19344 0.204849 0.285875 0.22918 0.219907 0.210256 0.258056 0.367197 0.307326 0.311123 0.256079 0.166729 0.147359 0.179135 0.175517 0.145417 0.170257 0.213668 0.186174 0.287148 0.195786 0.182966
threshold=-0.067109999999999989 -0.10090499999999998 0.058835000000000005 -0.090809999999999988 -0.080499999999999988 -0.08076499999999999 0.080710000000000018 -0.072479999999999989 0.087590000000000015 0.085515000000000022 0.085595000000000018 -0.06884499999999999 -0.085359999999999978 -0.56176499999999996 0.11217000000000001 0.14862 -0.24351499999999995 -0.40967499999999996 -1.0000000180025095e-35 -0.080694999999999989 0.085875000000000021 0.089925000000000019 0.13507500000000003 0.13733500000000001 0.11389500000000001 0.090310000000000015 0.087630000000000013 -0.0043399999999999992 0.11846000000000002 -0.082554999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 20 -4 5 -5 7 -6 9 10 11 19 -11 -13 15 16 17 -15 -18 -9 22 -22 23 24 26 -26 -3 29 -29 -28
right_child=1 2 3 4 6 -7 -8 8 -10 12 -12 13 -14 14 -16 -17 18 -19 -20 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0053582061880401207 0.0053479370971520751 -3.0301564775480526e-05 0.0047779092177127804 -0.0027356875502866588 0.007245368728863783 -0.018780145842835987 -0.0091580359644635959 -0.0031770898533674576 -0.0086912398438601362 0.013098449769048868 -0.011185836387225069 0.0043154787335714156 0.0010636470325728307 -0.007926859912173503 0.0038151673902757466 0.0058922353256493816 -0.0068966139629483229 0.0080555684554080177 -0.018708417988542853 0.0065365827912894775 0.010274535972469797 0.0015307802902795723 -0.0092571801459416757 0.0073139804669023895 -0.010797644325066358 -0.00024844189756549894 0.0029088043815778189 -0.0096802743880645102 0.0033676599638293621 0.011074701429385207
leaf_weight=21 21 2029 48 45 29 22 27 24 28 22 26 44 49 29 40 25 50 21 29 67 30 107 20 28 32 48 68 23 23 46
leaf_count=21 21 2029 48 45 29 22 27 24 28 22 26 44 49 29 40 25 50 21 29 67 30 107 20 28 32 48 68 23 23 46
internal_value=0 3.62975e-05 7.00279e-08 -0.00101532 -0.00149725 -0.00800402 -0.000642442 -0.000166415 -0.000639855 -0.000110656 -0.00109134 -0.000293594 0.00479274 -0.0019256 -0.0033411 -0.00519988 -0.00734951 -0.00121424 -0.0112326 0.00397474 0.000258676 0.00344547 7.02464e-05 0.00015146 6.30732e-05 -0.00446812 0.000228672 0.00351278 -0.00315631 0.00620382
internal_weight=0 3100 3079 625 577 67 510 483 454 426 355 329 71 238 194 154 129 50 79 91 2454 137 2317 2297 2269 80 2189 160 46 114
internal_count=3121 3100 3079 625 577 67 510 483 454 426 355 329 71 238 194 154 129 50 79 91 2454 137 2317 2297 2269 80 2189 160 46 114
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=31
num_cat=0
split_feature=1447 159 13 13 1446 160 479 159 480 482 1455 484 50 375 46 52 0 1455 483 51 153 50 481 42 481 42 160 12 52 160
split_gain=0.0598569 0.270363 0.543205 0.192723 0.129644 0.113466 0.120324 0.104191 0.0781382 0.0750346 0.145206 0.113025 0.103858 0.0920678 0.0920839 0.176467 0.504242 0.114745 0.105583 0.152561 0.166357 0.111761 0.0919602 0.487502 0.432858 0.306305 0.110638 0.281586 0.277949 0.196917
threshold=-0.085804999999999979 -0.085489999999999997 -0.085384999999999975 -0.084319999999999992 0.08487500000000002 -0.54913999999999985 0.098570000000000005 -0.020314999999999996 -0.088394999999999987 0.11816500000000001 -0.14432499999999995 0.12955000000000003 -0.47248999999999991 0.088915000000000008 0.096120000000000011 0.5140450000000002 -0.085669999999999982 0.11192500000000001 0.10761000000000003 -0.43587999999999999 0.084695000000000006 -0.23848499999999997 -0.050084999999999991 0.088380000000000014 -0.087424999999999989 0.09112000000000002 -0.24191499999999996 0.089005000000000015 0.13796000000000003 -0.16266999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 7 8 -2 -7 10 -10 12 -12 14 15 17 -17 18 19 -14 21 -21 23 24 -23 -25 27 28 -24 -28
right_child=5 2 -4 -5 -6 6 -8 -9 9 -11 11 -13 13 -15 -16 16 -18 -19 -20 20 -22 22 26 25 -26 -27 29 -29 -30 -31
leaf_value=-0.0082823658162461868 0.00015459695385526057 0.00067048884307344765 -0.020605576263042168 0.0076925105865924591 0.0025851227292467073 0.0061616206929708522 -0.0056549726356122949 0.0095733540598303083 -0.0076053229626268154 0.0045765064087592896 0.0061561440479838189 0.0061548180257280675 0.0079939574410673227 -0.0065194425765763633 0.0056809212979195382 -0.017517392303455958 0.0013309933687560261 0.0075856256112456326 -0.0053218393511063351 0.0067084397496655589 -0.0091007351013831801 -0.00092666533589363096 -0.001056865678401664 -0.012599226430756972 0.016517874082042413 0.0037365078841420738 0.0070463457541802945 0.0014199575955549685 -0.017345355397132649 -0.00011943559097550653
leaf_weight=21 23 30 20 31 23 21 37 24 25 36 27 30 24 22 28 22 40 20 37 25 20 25 20 24 33 22 39 52 22 2298
leaf_count=21 23 30 20 31 23 21 37 24 25 36 27 30 24 22 28 22 40 20 37 25 20 25 20 24 33 22 39 52 22 2298
internal_value=0 -0.00214401 -0.00783994 0.00165328 -0.00260163 8.94529e-05 1.17615e-05 0.00496418 8.37633e-05 3.96142e-05 -1.75936e-05 4.94358e-05 -1.5979e-05 -7.60754e-05 -2.45472e-05 -8.32152e-05 -0.00535714 3.96647e-05 -1.748e-05 5.78892e-05 -1.59347e-05 5.50403e-05 -1.05751e-05 0.00290139 0.00899868 -0.00478648 -0.000135151 -0.00349891 -0.00958893 1.4741e-07
internal_weight=0 125 50 75 44 2996 2949 47 2912 2891 2855 2830 2800 2773 2751 2723 62 2661 2641 2604 2580 2560 2535 104 58 46 2431 94 42 2337
internal_count=3121 125 50 75 44 2996 2949 47 2912 2891 2855 2830 2800 2773 2751 2723 62 2661 2641 2604 2580 2560 2535 104 58 46 2431 94 42 2337
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=31
num_cat=0
split_feature=402 480 160 0 403 4 4 133 15 402 43 42 42 128 376 123 454 124 123 15 40 12 44 52 52 1455 14 13 3 12
split_gain=0.05659 0.331792 0.282652 0.223174 0.441334 0.135262 0.110696 0.129395 0.330592 0.152784 0.0951565 0.0880438 0.177374 0.129951 0.119562 0.132533 0.132936 0.123669 0.124693 0.16015 0.116692 0.297041 0.11843 0.136334 0.238233 0.185285 0.183863 0.282933 0.464944 0.15543
threshold=0.095250000000000015 0.086995000000000017 -0.014869999999999998 -0.071339999999999987 -0.072624999999999981 -0.58204499999999992 0.10637500000000001 -0.071719999999999992 0.087485000000000021 0.10842 -0.53814999999999991 -0.093284999999999993 -0.091964999999999977 0.11738000000000001 -0.18919999999999998 -0.043329999999999994 0.088225000000000012 0.0049200000000000008 0.09499500000000001 -0.072289999999999979 -0.08440499999999998 -0.083994999999999986 0.10049500000000001 0.51775000000000004 0.51307000000000014 0.10861000000000001 0.057600000000000005 -0.14819499999999997 -0.0069549999999999994 0.11527000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1 7 8 9 -6 -7 -12 -13 14 -14 -16 17 18 20 -20 21 -17 23 24 25 26 29 -28 -29 -22
right_child=1 -3 3 -5 6 10 -8 -9 -10 -11 11 12 13 -15 15 16 -18 -19 19 -21 22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0074486184343695644 0.012643652945756912 -0.0099908944705258251 -0.013103112023141558 0.0081528023530084356 0.0060909820147431815 0.006081532418727875 -0.0050204063579440119 -0.0018745800086951538 0.014052562277564512 -0.0046491223499523825 0.0016763950357679279 -0.0085070342470247012 0.0073890714373971746 -0.0065378259104576847 -0.0079153855564072732 -0.013226313127476411 0.0067318918682368742 -0.006928146354578159 0.0094402575977922745 -0.0021121501835295931 -0.00012168976572974145 0.00091340554973635925 -0.0074128481220792648 0.0046631741713887703 -0.0086008010121683288 0.0095406076358631256 0.0024608502319703501 -0.020891271638018745 -0.00031090260523816818 0.004514407500624657
leaf_weight=25 25 23 23 39 26 25 20 37 28 27 250 26 21 32 22 24 28 27 30 20 2020 39 22 60 33 20 30 21 23 75
leaf_count=25 25 23 23 39 26 25 20 37 28 27 250 26 21 32 22 24 28 27 30 20 2020 39 22 60 33 20 30 21 23 75
internal_value=0 0.00144932 0.00261877 0.00136566 -0.000278436 -0.000125107 0.00185901 0.00302501 0.0052631 0.000619608 -6.08204e-05 -0.000115216 -0.000289294 -0.000205407 -0.000124835 -0.000188104 -0.000119333 -0.000197825 -0.000122642 0.00481929 -0.000227034 -0.00447315 -0.000110929 -4.0534e-05 -0.000167547 -4.04123e-05 -0.000128757 -0.00502759 -0.0101334 4.42803e-05
internal_weight=0 248 225 200 161 2873 138 118 81 53 2848 2823 2573 2547 2515 2494 2472 2444 2417 50 2367 63 2304 2282 2222 2189 2169 74 44 2095
internal_count=3121 248 225 200 161 2873 138 118 81 53 2848 2823 2573 2547 2515 2494 2472 2444 2417 50 2367 63 2304 2282 2222 2189 2169 74 44 2095
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=31
num_cat=0
split_feature=12 42 12 3 46 121 147 11 13 42 129 483 159 52 394 3 42 47 0 16 52 1 2 52 43 2 8 376 15 2
split_gain=0.0565823 0.101984 0.0949206 0.120006 0.110886 0.0874023 0.09317 0.0924411 0.0882356 0.185511 0.149638 0.227251 0.27133 0.674909 0.217986 0.199707 0.175346 0.180419 0.155231 0.164719 0.218864 0.155666 0.307861 0.182201 0.152717 0.135898 0.135203 0.165217 0.200684 0.168631
threshold=0.23631000000000002 0.15665000000000004 0.12757000000000002 -0.055119999999999995 -0.043074999999999995 -0.078059999999999977 0.099730000000000027 -1.0000000180025095e-35 0.0015850000000000003 0.088575000000000015 0.10061000000000002 0.088070000000000009 -0.032739999999999991 0.10347000000000002 -0.081744999999999984 -0.074479999999999977 -0.14899999999999999 0.097480000000000011 -0.11242999999999999 -0.080789999999999987 0.087555000000000008 0.10752500000000002 0.10699500000000002 -0.088614999999999985 -1.0000000180025095e-35 0.08542000000000001 0.08573500000000002 -0.11750499999999998 -0.43375999999999998 0.096015000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 7 -7 26 10 11 12 -10 14 -14 -12 -16 18 -18 24 21 22 23 -21 25 -20 27 -9 -29 -30
right_child=-2 -3 3 -5 5 6 -8 8 9 -11 15 -13 13 -15 16 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0065583796992611425 -0.0049416313190823015 0.0059390465215105439 -0.010315307546406985 -0.00060497244819998749 0.0062792551502670081 -0.0060473042065277705 -0.0057882754448136051 0.0092706479597836743 0.0065738327287394429 0.0062226442074461378 0.010635950225828724 0.0076881433477286589 -0.011716972486200659 -0.016486058420398169 -0.010490433536469938 -0.0029976332027997292 0.0075435621741538244 -0.0097564886723245908 0.0048479663580656054 0.0053854066054694928 0.010405581105788727 0.0075323500958759159 -0.0089463951656731169 -0.003529634421709755 -0.011138110011816025 -0.0055985879646896419 0.0064809525984206376 -0.004263489077460359 -0.00018145879214997364 0.0017794642912402855
leaf_weight=26 23 29 20 35 22 25 28 20 29 32 22 22 22 36 20 21 24 21 20 52 21 21 41 41 25 33 35 99 1660 596
leaf_count=26 23 29 20 35 22 25 28 20 29 32 22 22 22 36 20 21 24 21 20 52 21 21 41 41 25 33 35 99 1660 596
internal_value=0 3.66874e-05 -1.90859e-05 -0.004136 5.60403e-05 -5.39643e-07 -4.71194e-05 7.59552e-06 5.956e-05 -0.00114513 -0.0016457 -0.00221067 -0.00274706 -0.00346405 -0.00208929 0.00397769 -0.00142532 -0.000818954 -0.000143816 -0.000870182 0.000825116 -0.000472882 -0.00172743 0.00145512 -0.00469547 -0.00165649 0.000310996 0.00022007 0.000143208 0.000336586
internal_weight=0 3098 3069 55 3014 2988 2966 2938 2913 503 471 428 406 377 341 43 319 299 278 254 176 155 134 93 78 53 2410 2375 2355 2256
internal_count=3121 3098 3069 55 3014 2988 2966 2938 2913 503 471 428 406 377 341 43 319 299 278 254 176 155 134 93 78 53 2410 2375 2355 2256
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=31
num_cat=0
split_feature=104 11 454 1373 1373 151 151 151 150 43 457 1 151 151 43 52 151 156 2 0 2 52 0 9 51 2 51 160 1429 157
split_gain=0.0581491 0.134348 0.0569026 0.066676 0.339005 0.238805 0.0916879 0.184455 0.118561 0.249164 0.15557 0.298757 0.122068 0.275219 0.23312 0.0912893 0.283106 0.358597 0.330813 0.162783 0.231496 0.16814 0.207419 0.159249 0.167351 0.288612 0.330599 0.17918 0.468307 0.252815
threshold=0.083745000000000014 -0.014494999999999999 0.093465000000000006 1.0000000180025095e-35 0.086880000000000013 -0.08317999999999999 0.26665000000000005 0.12955000000000003 0.12314500000000002 -0.052894999999999991 0.094845000000000013 0.087325000000000014 0.10365500000000001 0.084350000000000008 -0.54673999999999989 -0.016329999999999997 -0.15747499999999998 0.08618000000000002 0.088055000000000008 -0.15350499999999997 0.087675000000000017 -0.023194999999999997 -0.14794999999999997 0.085355000000000014 0.086310000000000012 0.10467500000000002 0.10876000000000001 -0.081969999999999987 0.057970000000000008 -0.0045449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 7 8 10 -10 12 -12 13 14 -3 19 -17 -18 -19 20 -16 22 -21 24 27 26 -26 28 29 -24
right_child=-2 2 -4 4 5 -7 -8 -9 9 -11 11 -13 -14 -15 15 16 17 18 -20 21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.008211937663145364 0.0043814044725149865 -0.010892084352672101 -0.0053058989532291899 0.011346995203445356 -0.0096316532252113465 0.0038168379210776859 -0.0064648679817434071 0.0095857667620293796 0.0023769444032084378 -0.013027567363211088 -0.0022777571248298045 0.011001917898344498 -0.0073431458607639962 0.0091925509448628883 0.0010590920934364909 -0.00982056678686705 0.0002228683305249168 0.0014633640634349071 0.015728086508521488 0.0097374117188155657 -0.013182915769517424 -0.008489648018103953 0.0085333081067074084 -0.0087733978931994541 0.019134654602967205 -0.00091600932608373832 0.0011700286092014894 -0.00036408921927144741 -0.017367663605988997 -0.0068396231286106226
leaf_weight=20 30 20 20 30 23 31 22 20 21 21 32 36 23 32 21 27 1756 37 29 20 25 26 20 23 20 61 21 608 23 23
leaf_count=20 30 20 20 30 23 31 22 20 21 21 32 36 23 32 21 27 1756 37 29 20 25 26 20 23 20 61 21 608 23 23
internal_value=0 -4.25242e-05 1.06794e-05 4.55308e-05 0.00282385 -0.00191122 -3.31275e-05 1.49195e-05 -5.05222e-05 -0.00532531 2.63217e-05 0.00475266 -8.78491e-05 -2.80813e-05 -0.000134987 -5.64682e-05 0.000344219 0.000494849 0.0077312 -0.000887972 -0.00668113 -0.000572605 -0.00032127 -0.000573052 -0.000330001 0.00344497 0.00993326 -0.000901287 -0.00585002 0.000310577
internal_weight=0 3091 3071 3051 84 54 2967 2945 2925 42 2883 68 2815 2792 2760 2740 1849 1822 66 891 46 845 819 799 776 102 41 674 66 43
internal_count=3121 3091 3071 3051 84 54 2967 2945 2925 42 2883 68 2815 2792 2760 2740 1849 1822 66 891 46 845 819 799 776 102 41 674 66 43
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=31
num_cat=0
split_feature=473 156 155 474 155 155 152 0 50 1210 0 3 50 1427 474 51 43 50 4 159 1452 49 12 47 0 3 133 15 15 13
split_gain=0.0593699 0.0972751 0.199073 0.134291 0.0584919 0.089895 0.0726793 0.102571 0.255215 0.517268 0.486488 0.231955 0.245307 0.231707 0.292696 0.278784 0.228162 0.209651 0.374799 0.246545 0.233328 0.22 0.210668 0.344818 0.218907 0.295776 0.227616 0.308237 0.226242 0.381228
threshold=-0.072684999999999986 0.14401500000000003 0.12509500000000004 -0.094124999999999986 0.11245500000000001 0.10727000000000002 0.084430000000000019 -0.076234999999999983 0.089465000000000017 -0.079004999999999978 -0.074824999999999989 -0.078084999999999988 0.11644500000000001 0.083935000000000023 0.097005000000000022 0.10501000000000001 -0.041049999999999996 0.11690000000000002 -0.017809999999999996 -1.0000000180025095e-35 0.09921000000000002 0.093350000000000002 0.091085000000000013 0.098400000000000015 -0.10011499999999998 -0.083344999999999989 -0.029034999999999995 0.091295000000000015 0.092715000000000006 -0.01163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 17 9 -9 -11 16 -13 14 15 -12 -10 20 -19 21 22 -20 -5 24 -24 26 -26 -28 29 -27
right_child=1 -3 -4 4 -6 -7 -8 8 11 10 13 12 -14 -15 -16 -17 -18 18 19 -21 -22 -23 23 -25 25 28 27 -29 -30 -31
leaf_value=0.004758609669694964 -0.006603064819900019 -0.0050683359272385899 0.0084157627342002737 -8.5374710973438962e-05 0.0048294610287994144 -0.006709553189575672 0.0057436496188694782 -0.015927088083699345 0.0016933657393383328 -0.016635657125152647 -0.00022796676324322504 -0.0077062525407007232 0.0027285767107559241 0.0082683202534638064 -0.010508690928691068 -0.011020282337442041 0.012926380853009921 -0.01630388560704887 0.008133225577072271 -0.0099672971718499197 0.0093439735285937783 -0.0036869896954158324 -0.00077683246319951572 -0.0062237453340302888 0.010686082993634046 0.016774029275402429 0.0019830419601734122 -0.011744053528777191 0.0036354742211600144 0.0031663958655138106
leaf_weight=26 31 38 28 1519 25 20 22 25 40 20 562 33 71 27 32 25 33 20 31 23 30 32 92 41 20 50 74 21 75 35
leaf_count=26 31 38 28 1519 25 20 22 25 40 20 562 33 71 27 32 25 33 20 31 23 30 32 92 41 20 50 74 21 75 35
internal_value=0 -3.99754e-05 2.25296e-05 -5.50573e-05 1.26506e-05 -2.7854e-05 1.73996e-05 -2.55814e-05 -0.000937581 -0.00180542 -0.00127533 0.00245044 -0.000582475 -0.00079978 -0.00119532 -0.000687605 0.0067713 0.000358139 -0.00397339 -0.00110583 0.000592754 0.00212931 0.000456513 0.00247398 0.00344566 0.00485828 0.000989927 -0.00105137 0.00763866 0.0111709
internal_weight=0 3095 3057 3029 2998 2973 2953 2931 868 691 666 177 104 646 619 587 73 2063 106 86 1957 63 1927 408 367 275 115 95 160 85
internal_count=3121 3095 3057 3029 2998 2973 2953 2931 868 691 666 177 104 646 619 587 73 2063 106 86 1957 63 1927 408 367 275 115 95 160 85
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=31
num_cat=0
split_feature=399 1201 133 1213 4 1213 4 403 403 402 2 42 1210 4 42 52 42 151 1213 1446 3 133 12 3 0 12 42 16 42 42
split_gain=0.0546801 0.0661106 0.0887081 0.069558 0.273399 0.192921 0.128013 0.0858475 0.288597 0.190951 0.185029 0.092211 0.299505 0.551501 0.271758 0.354644 0.19324 0.21658 0.235978 0.191139 0.166745 0.241545 0.314567 0.215008 0.166119 0.202465 0.148424 0.267849 0.25918 0.222229
threshold=-0.087854999999999989 -0.072239999999999985 -0.54084999999999994 0.11830500000000001 -0.076779999999999987 0.104315 -0.080094999999999986 -0.53960999999999981 -0.53101999999999994 -0.10234999999999998 0.083995000000000014 0.087665000000000007 -0.0061249999999999994 -0.077999999999999986 0.088295000000000012 -0.0015799999999999998 0.088670000000000013 0.085465000000000013 0.05211000000000001 0.11483500000000001 -0.088084999999999983 0.039215000000000007 0.091545000000000015 -0.08323499999999999 -0.11991499999999998 -0.094384999999999983 0.086730000000000015 -0.015314999999999997 0.087195000000000009 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 6 7 -5 9 -9 -4 -11 19 13 -13 15 -14 -16 18 20 26 21 22 -18 -22 -25 -26 29 28 -28 -10
right_child=1 2 3 4 -6 -7 -8 8 11 10 -12 12 14 -15 16 -17 17 -19 -20 -21 23 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0038214143165827708 -0.0052738233779867499 0.0054996187654163305 -0.0033504382501213024 0.0031153800812634557 -0.0043525247588096297 -0.0094701206134314743 0.012963193602097984 -0.012125119295160403 -0.00033657345805952342 0.014539938722737135 0.0013884554900552917 0.020122663054445929 -0.0010303854942321777 -0.0012067067022952769 -0.0078913459253887978 0.014747757129050021 -0.0069521422232113163 0.0077337330278371367 -0.010924368586274796 -0.0097265707413581298 -0.0089200817257294365 0.011409726856897276 0.0070024903045435034 -0.0086194484917954967 0.0090349995438009506 -0.00017323861187135738 -0.017345500897083962 0.0022449231583054944 -0.0034362387100889073 0.0063592024095009501
leaf_weight=37 24 29 26 33 34 22 22 20 1765 20 23 22 28 27 31 29 30 36 20 22 29 30 35 22 25 532 21 39 37 51
leaf_count=37 24 29 26 33 34 22 22 20 1765 20 23 22 28 27 31 29 30 36 20 22 29 30 35 22 25 532 21 39 37 51
internal_value=0 -4.5847e-05 -4.84331e-06 -5.75089e-05 0.00269676 -0.00014083 0.00705451 -7.05407e-05 -0.000154893 0.00341481 0.00750542 -7.03279e-05 0.000768374 0.00836975 0.000328626 0.00699709 -0.000152517 0.000163562 -0.000213376 -0.000458688 9.13464e-05 0.00398752 0.000561891 -0.000517431 -9.65731e-05 0.000240058 -0.000352105 -0.00416334 -0.00847235 -0.000148531
internal_weight=0 3084 3060 3031 89 2942 55 2920 2851 69 43 2831 896 49 847 57 790 759 723 1935 703 95 65 608 579 557 1913 97 58 1816
internal_count=3121 3084 3060 3031 89 2942 55 2920 2851 69 43 2831 896 49 847 57 790 759 723 1935 703 95 65 608 579 557 1913 97 58 1816
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=31
num_cat=0
split_feature=1209 1209 42 42 1208 1209 1204 1209 43 43 34 1447 1447 1455 51 51 2 160 484 2 160 3 12 0 16 3 3 475 16 0
split_gain=0.0551881 0.185972 0.133563 0.29073 0.116615 0.112731 0.0876748 0.13738 0.0654993 0.358459 0.189144 0.173337 0.416546 0.193099 0.167929 0.751938 0.335634 0.196022 0.368124 0.239223 0.193966 0.255108 0.17931 0.314528 0.542875 0.626097 0.493568 0.383604 0.276338 0.431271
threshold=0.083050000000000013 0.087355000000000002 0.11747 0.085010000000000016 1.0000000180025095e-35 0.091400000000000023 -0.064464999999999981 0.10819500000000001 -0.023869999999999995 -0.032879999999999993 -0.057544999999999992 -0.086059999999999984 -0.084549999999999986 -0.037084999999999993 0.078435000000000019 0.088785000000000017 0.085515000000000022 -0.082179999999999989 0.096935000000000007 0.089525000000000007 0.089640000000000011 -0.085709999999999995 0.11527000000000001 -0.059114999999999994 0.51990500000000017 -0.071329999999999991 0.0068900000000000012 -0.074744999999999992 -0.0034149999999999996 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 8 -5 -3 -8 9 -1 -10 -12 -13 -14 17 -16 -17 18 19 -15 22 -22 23 27 25 -25 -27 -19 -29 -30
right_child=1 2 -4 5 -6 -7 7 -9 10 -11 11 12 13 14 15 16 -18 20 -20 -21 21 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.00018913383513424029 0.0081223778465452298 -0.0019085289594451234 0.0061262966731252776 -0.001668333439156413 -0.0077168927900493154 -0.01149822071394218 0.01005377256526397 -0.00068324968134137723 0.0086752075659619135 0.01105927079540467 0.0058232009731000291 -0.012131143489386887 0.0084961666138437791 0.0012948205839638832 -0.017974578800300758 -0.012920048387188996 0.00045921625037278449 -0.014128359891474247 -0.0087513984180986881 0.011178273746433359 0.01394819444976747 0.00050566705370632314 0.0049463893445406831 -0.0021717503871768714 0.0014141771863673774 -0.030162905687466265 -0.0097428189943833607 -0.00088335953187197453 0.016185851562069729 0.00094095322613914822
leaf_weight=1418 36 28 30 20 20 28 26 22 22 31 40 32 23 50 30 21 175 20 20 48 20 48 47 50 71 20 29 599 25 72
leaf_count=1418 36 28 30 20 20 28 26 22 22 31 40 32 23 50 30 21 175 20 20 48 20 48 47 50 71 20 29 599 25 72
internal_value=0 0.00165161 0.00013896 -0.00130959 -0.000107064 -0.00740243 0.00253852 0.00513264 -5.4781e-05 0.00042169 -0.000527016 -0.000667605 -0.000853057 -0.000589242 -0.000744606 -0.00323095 -0.000974276 -0.000242448 0.00361246 0.0061357 -0.000696872 0.00445935 -0.00107267 -0.00139197 -0.00525871 -0.0100443 -0.0180775 -0.000473889 -8.15193e-05 0.00487005
internal_weight=0 190 154 124 2931 48 76 48 2911 1449 1462 1440 1400 1368 1345 226 196 1119 118 98 1001 68 933 886 170 99 49 716 696 97
internal_count=3121 190 154 124 2931 48 76 48 2911 1449 1462 1440 1400 1368 1345 226 196 1119 118 98 1001 68 933 886 170 99 49 716 696 97
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=31
num_cat=0
split_feature=447 147 49 147 447 0 160 482 133 0 15 1 52 3 47 453 49 0 0 4 2 12 160 16 2 1452 483 13 0 1456
split_gain=0.0555911 0.131526 0.21331 0.0799245 0.113086 0.0980074 0.0727556 0.113428 0.195293 0.0686415 0.40292 0.18813 0.501004 0.208519 0.142273 0.116456 0.261114 0.14483 0.484029 0.633826 0.255785 0.352004 0.261956 0.194813 0.176973 0.176498 0.15579 0.162923 0.245456 0.156974
threshold=0.10419500000000002 0.096620000000000011 -0.045154999999999994 0.089365000000000014 0.086195000000000008 -0.091069999999999984 0.51752500000000012 -1.0000000180025095e-35 0.087285000000000015 -0.17169499999999996 -0.008624999999999999 0.087325000000000014 -0.061194999999999992 0.090900000000000009 0.10397500000000001 0.084790000000000018 0.0021350000000000002 -0.13843999999999998 -0.14226499999999997 0.0082450000000000006 0.10222000000000002 0.086095000000000019 -1.0000000180025095e-35 -0.095094999999999985 0.11215000000000001 0.10669000000000002 -0.097364999999999993 -0.15714499999999998 -0.10836499999999999 0.11510000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -5 7 8 -1 10 11 -9 -13 -14 -15 17 -17 18 20 -20 21 22 -11 -24 -22 26 -19 28 -28 -29
right_child=-2 2 -4 5 -6 -7 -8 9 -10 15 -12 12 13 14 -16 16 -18 25 19 -21 24 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=-0.011759955148127946 -0.0052552286814898253 -0.00075724994856864224 0.013098390460945667 -0.0089847797443243591 0.0071686022068289199 -0.00046709595030863842 0.0048723224550485614 -0.0068484248185995966 0.0017220994905247132 -0.0014029288780875505 0.013671530276536942 0.014179540559649468 0.0046366305124980432 -0.011717615718953312 -0.00029759027063846593 0.01201917648674377 -0.0034519220376387238 0.0072617828442404671 -0.023512308947418049 0.00082879565947223453 -0.011073884111026238 -0.0055260643938227615 0.0050619158512828031 0.018527410037460782 0.00053491782164201147 -0.0074932603465933962 0.012526908442378044 -0.00023710386787906729 0.0011404544306107057 0.008447645946095388
leaf_weight=22 20 25 20 22 22 35 30 32 21 24 25 25 27 24 20 24 20 30 23 20 29 34 22 21 24 31 25 2325 78 21
leaf_count=22 20 25 20 22 22 35 30 32 21 24 25 25 27 24 20 24 20 30 23 20 29 34 22 21 24 31 25 2325 78 21
internal_value=0 3.38938e-05 0.00540081 -4.51348e-05 2.5369e-05 -0.00375462 -2.74195e-05 -7.72981e-05 -0.0051757 -1.80526e-06 0.00205975 -0.000208177 0.00200524 -0.00228149 -0.0065267 -0.000116461 0.00498686 -0.000199411 -0.00281031 -0.0121909 -0.000191061 0.0027612 0.00696668 0.0116381 -0.00581707 5.50783e-06 9.92802e-05 1.15403e-05 0.00390416 -0.000159363
internal_weight=0 3101 45 3056 2999 57 2977 2947 43 2904 153 128 96 71 44 2751 44 2707 197 43 154 101 67 43 53 2510 2479 2449 103 2346
internal_count=3121 3101 45 3056 2999 57 2977 2947 43 2904 153 128 96 71 44 2751 44 2707 197 43 154 101 67 43 53 2510 2479 2449 103 2346
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=31
num_cat=0
split_feature=1426 1420 12 1419 1446 1446 1420 155 155 155 13 155 447 147 1 46 3 157 3 4 156 4 1 52 49 4 15 159 1 1208
split_gain=0.055458 0.0662536 0.0856123 0.0762583 0.10736 0.155502 0.105503 0.0744233 0.188898 0.0950189 0.214754 0.0809315 0.0786187 0.161316 0.17751 0.113824 0.093152 0.588254 0.32722 0.614674 0.432124 0.235455 0.662015 0.175055 0.136492 0.163364 0.205271 0.170482 0.130843 0.303553
threshold=-0.10090499999999998 -0.083279999999999979 0.085885000000000017 0.098075000000000009 0.11581000000000001 0.10428500000000002 1.0000000180025095e-35 0.13657000000000002 0.11245500000000001 0.089885000000000007 -0.013304999999999999 0.084785000000000013 0.10326500000000001 0.096620000000000011 0.11230000000000001 0.096120000000000011 0.095270000000000007 -0.07797999999999998 0.076840000000000006 -0.00099499999999999979 0.083840000000000012 -0.064804999999999988 0.104035 -0.049749999999999996 0.092185000000000017 0.62931500000000018 -0.074054999999999996 0.09320500000000001 0.08592000000000001 0.10233500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 11 -11 12 13 15 -15 16 18 -18 28 20 -20 23 -23 -19 25 26 27 -24 -3 -30
right_child=1 3 -4 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 14 -16 -17 17 21 19 -21 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0051216105797461109 -0.0086888907942920934 0.0004587849645228095 -0.00052878267338706388 -0.0047530008310621439 0.0055865563053105567 -0.0076840790525938459 0.0071462353957550866 -0.0050979784631635999 0.0070866011027981976 5.24407696038326e-05 -0.012111285257907141 0.0059867483502982757 -0.0059238975020972171 0.013042126682121308 0.00028603408718481661 0.0065649241352310553 -0.017533488025550138 2.1165673155337575e-05 -0.0090037146664184078 0.021687641711905598 0.010380807409629874 -0.015376546257926572 0.010202887376889271 0.012109711632618439 -0.0066392769910056486 -0.0050575820660149614 -0.0028441261493064689 -0.00015602396645893654 -0.0014050939945310285 0.011066778448875995
leaf_weight=21 20 1535 36 33 35 26 21 28 38 47 21 23 22 20 24 26 22 25 23 20 23 31 47 23 22 27 33 24 805 20
leaf_count=21 20 1535 36 33 35 26 21 28 38 47 21 23 22 20 24 26 22 25 23 20 23 31 47 23 22 27 33 24 805 20
internal_value=0 -3.46948e-05 -0.00344311 2.80092e-05 8.04082e-05 1.56518e-05 8.35138e-05 3.28763e-05 8.23986e-05 -1.05668e-05 -0.003704 7.92915e-05 3.02758e-05 7.79092e-05 0.00608426 -1.97551e-05 -8.36363e-05 -0.00190567 0.000107129 0.00705191 0.000688546 -0.000423725 -0.00205085 0.00581359 0.000649125 0.00187313 0.00367245 0.00670128 -8.70891e-05 -0.00110275
internal_weight=0 3100 56 3044 3011 2976 2950 2929 2901 2863 68 2795 2772 2750 44 2706 2680 254 2426 66 46 232 184 48 153 131 104 71 2360 825
internal_count=3121 3100 56 3044 3011 2976 2950 2929 2901 2863 68 2795 2772 2750 44 2706 2680 254 2426 66 46 232 184 48 153 131 104 71 2360 825
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=31
num_cat=0
split_feature=1185 400 400 0 133 399 399 1185 131 3 131 131 131 13 43 131 0 132 131 1 159 16 0 1419 0 1 0 4 0 155
split_gain=0.0553853 0.0643273 0.217416 0.120833 0.0816988 0.115424 0.13353 0.0894014 0.0891639 0.327659 0.139086 0.230484 0.173297 0.138658 0.116584 0.109718 0.305088 0.183785 0.144133 0.319177 0.124157 0.167502 0.214707 0.11962 0.112507 0.111156 0.128899 0.178758 0.131729 0.112611
threshold=0.089300000000000004 0.10645500000000001 1.0000000180025095e-35 -0.07929499999999999 -0.54084999999999994 0.09141500000000001 0.088595000000000021 0.086650000000000019 0.11767000000000001 -0.084524999999999975 0.11495000000000001 0.11088500000000003 0.10340500000000001 -0.0097949999999999982 -0.072269999999999987 0.090690000000000007 -0.066089999999999996 0.10240500000000001 0.089415000000000008 0.093700000000000019 -0.06482499999999998 -0.082779999999999979 -0.081784999999999983 0.11420000000000001 -0.079829999999999998 0.15618500000000002 0.14486500000000005 -0.37944499999999992 0.12445000000000002 0.14485500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 7 8 10 -10 11 12 15 -11 -14 17 20 18 23 -20 -17 -22 -23 25 -24 26 28 -28 29 -6
right_child=-2 3 -4 -5 5 -7 -8 -9 9 13 -12 -13 14 -15 -16 16 -18 -19 19 -21 21 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0061570482594626294 0.0035641030955323298 -0.0085566978938877592 0.010402510650455951 0.001008248151213463 -9.9679163215470116e-05 -0.0063802972403836661 0.0079051201564392867 -0.0063075536578569725 -0.0061499102339148525 0.012391508428444123 -0.0075660843634977942 0.010363033174404077 -0.010845606934279203 0.0021159470711912339 -0.00086432931288568822 -0.0021805478135190374 -0.0057449381282952223 -0.0084136122216780986 -0.015072479539085179 0.0023822843266481705 0.00011028132641748076 0.016872772898363031 -0.00060913918248843406 0.0076802146155387167 0.0091401712898694885 -0.0056802367605268958 0.00031363690375453898 0.0117551791746254 -0.0063918162983926862 0.0067852481578787168
leaf_weight=21 43 25 20 28 2342 29 21 23 25 29 25 21 25 24 22 21 35 27 20 22 31 23 20 20 29 35 36 22 33 24
leaf_count=21 43 25 20 28 2342 29 21 23 25 29 25 21 25 24 22 21 35 27 20 22 31 23 20 20 29 35 36 22 33 24
internal_value=0 -4.97909e-05 1.07207e-05 -0.00350352 -5.84426e-05 -0.000102184 -4.05718e-05 -9.74428e-05 -4.83763e-05 0.00328703 -0.000140209 -7.40954e-05 -0.000152739 0.00773842 -0.00617352 -4.94629e-05 0.00250007 -0.000206524 -0.000119762 -0.00592951 0.00482728 0.00625606 0.00890217 -2.26241e-05 0.00516086 -8.44446e-05 -4.73248e-06 0.00465353 -0.000117354 -2.98405e-05
internal_weight=0 3078 3025 53 3005 2984 2955 2934 2911 78 2833 2808 2787 53 47 2740 159 2581 2554 42 124 103 72 2512 49 2492 2457 58 2399 2366
internal_count=3121 3078 3025 53 3005 2984 2955 2934 2911 78 2833 2808 2787 53 47 2740 159 2581 2554 42 124 103 72 2512 49 2492 2457 58 2399 2366
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=31
num_cat=0
split_feature=1212 403 42 133 3 133 2 1213 403 2 42 128 3 401 133 1212 1212 13 403 403 402 130 130 42 401 43 1443 403 403 390
split_gain=0.0556732 0.206768 0.185554 0.214262 0.174851 0.225087 0.131597 0.0905114 0.102294 0.0986867 0.0906408 0.142037 0.172837 0.143087 0.331242 0.116018 0.195234 0.195208 0.128332 0.493378 0.351582 0.121342 0.224318 0.136016 0.135286 0.722294 0.345328 0.164596 0.299855 0.148882
threshold=-0.040879999999999993 -0.0076149999999999994 0.084835000000000008 -0.088234999999999994 -0.078584999999999988 -0.069129999999999983 0.095545000000000005 -0.42015499999999995 0.109085 0.094565000000000024 -0.093284999999999993 0.10001500000000001 -0.077354999999999993 -0.078179999999999986 0.51314000000000015 0.11796000000000001 0.10654500000000001 -0.084034999999999985 -0.53960999999999981 -0.53101999999999994 0.094195000000000015 0.09796500000000001 0.10923000000000001 -0.050249999999999996 0.080190000000000011 -0.069134999999999988 0.092480000000000021 -1.0000000180025095e-35 0.085640000000000008 0.087070000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -6 -2 10 -10 -9 13 -13 14 -12 16 18 -17 20 -20 -15 24 -23 -24 26 -26 29 -27 -29 -21
right_child=7 2 4 -5 6 -7 -8 8 9 -11 11 12 -14 15 -16 17 -18 -19 19 21 -22 22 23 -25 25 27 -28 28 -30 -31
leaf_value=0.0089764419419225312 -0.006228042036915819 0.011998856300488116 -0.0015582635940518232 -1.0084932765517481e-05 0.0063248070375993854 -0.014551169050391763 -0.0039965838814775148 0.0016570029047443314 -0.00031902690587395975 0.0088642333447933198 0.014672932343646175 -0.011952390270712585 0.00030701514535947988 -0.00085155956707346967 -0.0015931775808454521 -0.0022632614988833668 -0.0092055265810340649 0.011387195861475035 -0.014151075561172689 -3.834375714950662e-05 0.014041365464420422 -0.011993361872227978 0.005675119489786171 -0.005576330982148648 -0.020242740013193164 -0.0057442780619917011 0.012751826156108155 0.01280168846926906 -0.0027992247337741511 -0.0073785098136535708
leaf_weight=32 24 24 40 39 30 20 21 256 22 25 21 23 23 51 31 20 25 22 26 2109 23 25 21 22 21 26 21 22 28 28
leaf_count=32 24 24 40 39 30 20 21 256 22 25 21 23 23 51 31 20 25 22 26 2109 23 25 21 22 21 26 21 22 28 28
internal_value=0 0.00158877 0.000230122 0.00456475 -0.00223007 -0.00588923 0.00207482 -0.000112277 -6.15062e-05 0.00456569 -0.000137975 -0.000315531 -0.00582269 -0.000215874 0.00497583 -0.000324295 -0.000413704 0.00488698 -0.000322992 -0.000452163 0.00377732 -0.000298839 -0.00446082 -8.14366e-05 -0.000173333 -0.0038267 -9.11812e-06 0.000709311 0.00406518 -0.000134518
internal_weight=0 206 174 63 111 60 51 2915 2891 47 2844 2588 46 2542 52 2490 2448 42 2423 2349 74 2323 68 43 2255 97 2158 76 50 2137
internal_count=3121 206 174 63 111 60 51 2915 2891 47 2844 2588 46 2542 52 2490 2448 42 2423 2349 74 2323 68 43 2255 97 2158 76 50 2137
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=31
num_cat=0
split_feature=1447 133 1429 52 160 1447 3 1416 1425 1426 1428 474 14 14 4 4 15 9 0 49 13 38 3 2 52 3 4 1 1 1
split_gain=0.0549544 0.257466 0.119741 0.152199 0.141118 0.108416 0.301408 0.0598908 0.138013 0.107839 0.075675 0.0739213 0.0745916 0.0902221 0.104005 0.333022 0.153484 0.147762 0.211321 0.120422 0.330258 0.105113 0.101168 0.595668 0.48036 0.322875 0.453835 0.411931 0.2315 0.314556
threshold=-0.085804999999999979 -0.00094999999999999989 0.083810000000000009 -0.010034999999999999 -0.15400999999999995 -0.083354999999999985 -0.086049999999999988 1.0000000180025095e-35 0.10499500000000002 0.069770000000000013 -0.071779999999999997 -0.10160499999999999 -0.47013499999999991 -0.41348999999999997 0.51164000000000009 0.59999500000000017 -0.24436499999999997 -0.075689999999999993 -0.13843999999999998 1.0000000180025095e-35 -0.039649999999999998 0.10657000000000001 0.095270000000000007 0.085105000000000014 0.15116000000000002 -1.0000000180025095e-35 0.071150000000000005 0.08776500000000001 0.10439500000000002 0.13869000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -2 8 9 10 -7 -12 -13 -14 16 -16 19 -17 -19 20 -15 22 25 -24 28 -18 27 -27 -25 -30
right_child=5 2 -4 4 -6 7 -8 -9 -10 -11 11 12 13 14 15 17 21 18 -20 -21 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.012154117874091581 0.010950078205496538 0.0076605267997365452 -0.0069688627001596622 0.0048714440220712944 -0.0054071766790002584 -0.0061700197047321126 -0.003125557949734402 0.004444159722576539 -0.0079373083162036819 0.0069878054613416842 0.0049404493548596898 0.0044727875783994227 -0.0046535248042430819 0.00093385580228641627 0.014680726928636431 -0.0069617302999609998 -0.00015218596987150515 -0.0051610229630023249 0.0078657624283523277 7.4591956411798802e-05 -0.017021487979218364 0.006299389486845869 -0.017741828738045032 -0.0067332531962379372 0.013534472800198606 -0.0041113812418188903 0.019066297529498118 0.009764239080250264 0.0029921140099759217 -0.010793539145961404
leaf_weight=21 32 28 20 22 34 20 29 30 22 22 30 36 43 20 20 21 2207 20 33 30 21 26 22 68 22 46 20 40 96 20
leaf_count=21 32 28 20 22 34 20 29 30 22 22 30 36 43 20 20 21 2207 20 33 30 21 26 22 68 22 46 20 40 96 20
internal_value=0 -0.00205433 -1.49494e-05 0.00164074 -0.00136915 8.57114e-05 0.00425838 -1.01195e-06 -4.69173e-05 1.32938e-05 -4.03376e-05 2.814e-06 -4.98822e-05 -0.000108555 -3.70197e-05 0.00323157 -0.00015349 0.000137208 0.00294999 -0.00473995 -0.00826278 -2.66339e-05 -9.1363e-05 -0.0021011 -0.000430731 0.000106743 0.00549785 0.0023424 -0.00210048 0.000615277
internal_weight=0 125 104 84 56 2996 61 2935 2905 2883 2861 2841 2811 2775 2732 94 2638 74 53 71 41 2567 2541 228 206 2313 106 86 184 116
internal_count=3121 125 104 84 56 2996 61 2935 2905 2883 2861 2841 2811 2775 2732 94 2638 74 53 71 41 2567 2541 228 206 2313 106 86 184 116
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=31
num_cat=0
split_feature=1420 482 1451 484 484 3 160 484 484 4 481 1447 2 160 484 15 1452 52 159 47 47 133 12 12 47 40 1 47 47 47
split_gain=0.0520277 0.0604301 0.102566 0.222623 0.0706024 0.150246 0.261313 0.111444 0.184445 0.703608 0.274525 0.708352 0.326368 0.1669 0.150002 0.355964 0.174468 0.142845 0.320506 0.107995 0.282457 0.348564 0.30465 0.260285 0.254224 0.172614 0.161891 0.188248 0.224644 0.179867
threshold=0.056520000000000008 0.11816500000000001 0.083235000000000017 -0.18210999999999997 -0.23175499999999996 -0.085784999999999986 0.3961050000000001 -0.084899999999999989 -0.081614999999999979 -0.0047449999999999992 -0.082049999999999984 -0.083679999999999991 0.085485000000000019 -0.55323499999999981 -0.070054999999999992 -0.07490999999999999 0.10893000000000001 -0.015069999999999998 -0.085604999999999987 0.094825000000000007 0.080455000000000013 -0.029034999999999995 0.087005000000000013 0.091475000000000015 0.09717000000000002 -0.067184999999999981 0.092945000000000014 0.10621500000000002 0.11227500000000001 0.11939500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 17 9 -9 11 -10 -13 -12 15 -15 19 -6 -19 20 -16 -22 -23 -24 -21 -26 -27 -28 -29 -30
right_child=-2 -3 3 -5 7 6 -8 8 10 -11 13 12 -14 14 16 -17 -18 18 -20 24 21 22 23 -25 25 26 27 28 29 -31
leaf_value=0.0034086210345516781 -0.0047385678019212646 0.0039984597813025559 0.0024387580713003199 -0.011631958601166212 8.2656154630794418e-05 -0.011535880140339336 0.001359466246018807 -0.020217073785024697 0.022181154787540437 0.0054289807646494851 -0.0085369276966008809 -0.0095413759594694496 0.0075290563128267724 0.0015119873318134955 3.2250953215196504e-05 -0.013505109237437999 0.0088087400745438509 -0.0014975632428480634 0.012628609341724465 -0.011948811894525653 -0.0057727122002027252 0.015817749956058284 -0.0046690462834455748 0.010110020875715865 0.0071053153059134891 0.0023454789303228138 -0.012529012529800335 0.0071136103571569995 -0.012738413331098855 -0.0020185841131024063
leaf_weight=28 23 38 22 23 84 33 30 20 20 23 23 21 24 38 2210 27 23 29 36 23 22 33 22 26 24 62 21 21 20 72
leaf_count=28 23 38 22 23 84 33 30 20 20 23 23 21 24 38 2210 27 23 29 36 23 22 33 22 26 24 62 21 21 20 72
internal_value=0 3.51798e-05 -1.40374e-05 -0.00475294 5.66925e-05 -0.00268636 -0.00539524 0.000142061 -9.93543e-07 -0.00649942 0.000101288 0.00652233 -0.000437145 -5.52057e-05 1.85763e-05 -0.00472588 0.000138154 0.00280633 0.00632616 6.01319e-05 0.000270818 0.00538959 0.00842132 0.00333628 -0.00194529 -0.000899466 -0.00187964 -0.00383455 -0.00221877 -0.00434898
internal_weight=0 3098 3060 45 3015 91 63 2924 2775 43 2732 65 45 2667 2644 65 2579 149 65 2556 2313 103 81 48 243 220 196 134 113 92
internal_count=3121 3098 3060 45 3015 91 63 2924 2775 43 2732 65 45 2667 2644 65 2579 149 65 2556 2313 103 81 48 243 220 196 134 113 92
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=31
num_cat=0
split_feature=1203 133 399 12 15 45 1201 130 13 13 130 1213 402 12 16 403 403 133 43 4 43 130 130 2 42 4 2 1444 42 480
split_gain=0.052185 0.0625181 0.0974186 0.198357 0.080749 0.0804438 0.0671263 0.0752398 0.279062 0.343882 0.137283 0.114776 0.0962603 0.55778 0.590191 0.362525 0.250046 0.0928651 0.250521 0.174967 0.092512 0.0917796 0.158021 0.127793 0.0940666 0.253955 0.317851 0.228386 0.163801 0.20585
threshold=0.10970500000000001 -0.54084999999999994 0.093190000000000009 0.093535000000000021 -0.56368999999999991 -0.067109999999999989 -0.081779999999999978 0.095135000000000011 -0.013024999999999998 -0.00096999999999999983 0.090185000000000015 -0.52488999999999997 0.11320500000000001 0.088105000000000003 -0.082404999999999992 0.23383500000000004 -0.55157999999999985 -0.41317499999999996 -0.052894999999999991 -0.010384999999999998 -0.17390999999999998 0.087820000000000023 0.082650000000000015 0.08647500000000001 0.087745000000000004 -0.111605 0.10188000000000001 -0.083894999999999983 0.088295000000000012 -0.077929999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -7 10 -9 -10 11 -8 16 -14 -15 -16 -13 -11 19 20 -19 22 24 -24 27 26 -26 -18 -27 -30
right_child=-2 2 3 -5 5 6 7 8 9 17 -12 12 13 14 15 -17 21 18 -20 -21 -22 -23 23 -25 25 28 -28 -29 29 -31
leaf_value=0.00429651215954712 0.0050916908029466877 0.0058919841828553579 -0.010636273004114629 0.0027249284740537404 -0.0063768076454289255 0.0054898466904308996 -0.0070567229985380956 0.0086510634493260161 -0.014101701568758403 0.0048083892185240987 0.0054863384843844435 -0.0094817328067230335 0.016399965012290827 -0.014520830758239912 0.014529606617394497 -0.001680394242253356 -0.01086700006964661 -0.00042940472941035816 -0.011317080548033119 -0.0059710369777998757 0.0085397195354427989 -0.005892245564609766 0.0018629658504471802 0.011379952307435728 0.014206805719683569 0.0056416400352662264 -0.0020681898901239041 -0.0003692113434897793 -0.010017965980805458 0.0002571326966044018
leaf_weight=33 20 23 25 20 20 22 23 21 26 20 46 28 24 23 22 37 21 23 25 28 23 26 43 21 30 55 20 1577 20 776
leaf_count=33 20 23 25 20 20 22 23 21 26 20 46 28 24 23 22 37 21 23 25 28 23 26 43 21 30 55 20 1577 20 776
internal_value=0 -3.2839e-05 -7.94064e-05 -0.00469796 -1.06551e-05 -5.59087e-05 -1.34866e-05 -5.44174e-05 -0.00212279 -0.00368314 6.85589e-05 -2.21978e-05 3.72197e-05 0.00299148 -0.000932955 0.00436401 -8.24407e-05 -0.00140682 -0.00266241 0.000261462 0.00405516 1.92125e-05 7.91804e-05 0.00498573 -4.64774e-05 0.000770595 0.00769681 -0.000507167 0.00036365 -1.03561e-06
internal_weight=0 3101 3068 45 3023 3000 2980 2958 166 145 2792 2746 2723 106 82 59 2617 119 99 74 46 2589 2563 64 2499 901 50 1598 851 796
internal_count=3121 3101 3068 45 3023 3000 2980 2958 166 145 2792 2746 2723 106 82 59 2617 119 99 74 46 2589 2563 64 2499 901 50 1598 851 796
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=31
num_cat=0
split_feature=392 38 38 1454 43 159 133 52 52 1455 1 42 402 133 403 1443 1446 43 1446 160 160 43 130 40 2 12 0 4 481 479
split_gain=0.0514912 0.071185 0.0659587 0.0663273 0.254611 0.237874 0.126037 0.0961015 0.153788 0.197591 0.0847845 0.0923787 0.0730981 0.402242 0.334425 0.185306 0.197056 0.264635 0.137278 0.133273 0.148325 0.112464 0.128121 0.190122 0.126425 0.145447 0.12479 0.219404 0.163765 0.242552
threshold=0.091685000000000003 0.11100500000000002 0.091770000000000004 0.093640000000000015 -0.076834999999999987 -0.020314999999999996 0.087170000000000011 0.51775000000000004 0.51307000000000014 0.10450500000000001 0.10205500000000002 0.088060000000000013 0.095250000000000015 0.11269500000000002 -0.22642499999999996 0.090755000000000016 0.096495000000000011 -0.011694999999999999 0.090670000000000014 -0.54913999999999985 -0.53327999999999987 -0.53814999999999991 -0.22461999999999996 -0.23755499999999996 0.31358000000000003 -0.14757499999999998 0.14486500000000005 -0.37944499999999992 0.11244000000000001 0.091680000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 -6 -5 8 9 12 11 -9 15 14 -14 16 18 -18 19 -1 -21 -22 -23 -24 25 -25 28 -28 29 -27
right_child=-2 -3 -4 4 5 -7 -8 10 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 20 21 22 23 24 -26 26 27 -29 -30 -31
leaf_value=0.0071091000786982486 0.0047140761969469329 -0.0059816542780026793 0.0046696840164562074 0.008309160971215793 -0.01425540532486943 5.4144052167733514e-05 -0.0021068540652497457 -0.0034988883137702948 -0.0064475818549761107 0.0097054239872488238 0.0093068051501177251 0.0059973848540158499 0.014594229420816358 -0.011587779796017069 0.0015980156037410855 -0.008585102326021745 0.011505736990930569 -0.0024674925856347923 -0.0074596199475658632 -0.0082220983003144683 0.0068057954473339996 -0.0069451811374165121 0.0095677836122922619 0.0074342917501926432 -0.0077685397277078173 -0.00035903546288743553 -0.00090238841450107946 0.012811136138625443 -0.0093497737334109852 0.010702731717610733
leaf_weight=25 23 20 30 21 26 21 26 20 37 21 20 21 22 21 198 26 33 23 26 23 23 28 20 25 22 2232 28 20 20 20
leaf_count=25 23 20 30 21 26 21 26 20 37 21 20 21 22 21 198 26 33 23 26 23 23 28 20 25 22 2232 28 20 20 20
internal_value=0 -3.4998e-05 3.64177e-06 -4.22838e-05 -0.00265733 -0.00786178 0.00254711 4.09303e-05 -4.18926e-05 4.10943e-05 0.00396891 0.00136506 -3.04933e-05 0.00163542 0.00289764 -0.000185268 -0.000100223 0.00576673 -0.000231015 -0.000155414 -0.000229211 -0.000153806 -0.000220088 -0.000141201 -0.000223237 -0.00015245 -0.000234204 0.00481158 -0.000340805 -0.000260796
internal_weight=0 3098 3078 3048 94 47 47 2954 2893 2856 61 41 2835 241 220 2594 2568 56 2512 2486 2461 2438 2415 2387 2367 2345 2320 48 2272 2252
internal_count=3121 3098 3078 3048 94 47 47 2954 2893 2856 61 41 2835 241 220 2594 2568 56 2512 2486 2461 2438 2415 2387 2367 2345 2320 48 2272 2252
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=31
num_cat=0
split_feature=12 42 1205 10 9 1132 130 129 129 1 403 43 4 157 1424 403 403 0 0 42 157 4 13 16 484 49 133 3 3 160
split_gain=0.0576975 0.102519 0.0820853 0.0748347 0.0907467 0.0842978 0.0906557 0.23698 0.304171 0.120944 0.134862 0.0858239 0.0776672 0.131414 0.103751 0.0752657 0.446417 0.348921 0.229548 0.0893177 0.197158 0.150781 0.314302 0.17658 0.127008 0.190408 0.21596 0.143423 0.273915 0.117664
threshold=0.23631000000000002 0.15665000000000004 0.09993500000000001 -0.4066499999999999 -0.092939999999999981 0.08764000000000001 -0.072444999999999982 0.089710000000000012 0.085885000000000017 1.0000000180025095e-35 -0.079154999999999989 -0.52440999999999993 -0.52556499999999995 -0.0062799999999999991 0.091770000000000004 -0.53960999999999981 -0.53101999999999994 -0.086409999999999987 -0.070499999999999993 0.094725000000000018 -1.0000000180025095e-35 -0.073934999999999987 -0.064619999999999983 -0.076354999999999992 -0.020124999999999994 0.096415000000000015 0.10891500000000001 -0.072894999999999988 -0.086769999999999986 -0.00067499999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 9 10 -6 -8 13 -13 15 17 -17 -14 -19 -18 -21 22 23 -22 -23 26 27 28 -26 -29
right_child=-2 -3 -4 4 5 -7 11 -9 -10 -11 -12 12 14 -15 -16 16 19 18 -20 20 21 24 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.006119889481924475 -0.0049900905836535543 0.0059548627135568655 -0.0064044166216626758 -0.0067309407284483315 0.0010485577020084575 -0.0064432249800302089 -0.004762768235645796 0.011011051924907846 -0.0096079916895731639 -0.0017600841068017943 0.012132568888204255 -0.001689397618174553 -0.0079724214132875209 0.009394073348654353 -0.0072202359452785457 -0.013377197787165644 -0.00019095712640505071 0.015014377135135558 0.0015316151049254198 -0.0064862555406730756 0.007844606621397866 0.005273441573623203 0.01658047447912395 -0.0015061700347122615 0.002958237875897724 0.0057198696743441932 -0.0091980014032742481 0.008779573762281374 -0.011701850029639901 0.00024888279244731195
leaf_weight=20 23 29 20 20 21 20 38 27 23 26 23 20 20 23 20 25 2282 23 28 29 36 51 20 46 26 42 32 22 25 61
leaf_count=20 23 29 20 20 21 20 38 27 23 26 23 20 20 23 20 25 2282 23 28 29 36 51 20 46 26 42 32 22 25 61
internal_value=0 3.70471e-05 -1.88723e-05 2.30139e-05 -1.72428e-05 2.73813e-05 7.06774e-05 0.00276351 0.000369062 0.00364724 0.00684247 -4.19541e-05 2.14125e-05 0.00423897 -4.36359e-05 8.21816e-06 -7.63884e-05 0.00322208 0.00761208 4.80578e-05 0.0014466 0.00208387 0.0053405 0.00259905 0.00080133 -0.000295198 -0.00181708 -5.44746e-05 -0.00422808 0.00251003
internal_weight=0 3098 3069 3049 3029 3009 2989 120 93 70 44 2869 2831 43 2788 2768 2697 71 51 2672 390 361 102 82 259 208 166 134 51 83
internal_count=3121 3098 3069 3049 3029 3009 2989 120 93 70 44 2869 2831 43 2788 2768 2697 71 51 2672 390 361 102 82 259 208 166 134 51 83
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 1213 403 42 3 402 1209 1210 1210 1185 15 1204 0 129 49 158 49 484 49 0 133 4 16 13 1 12 43 42
split_gain=0.0546711 0.151349 0.111985 0.248553 0.124212 0.133322 0.21632 0.0586319 0.128496 0.0730631 0.067079 0.0609533 0.0619662 0.185899 0.193995 0.186518 0.216149 0.23941 0.18279 0.220327 0.241654 0.178965 0.193236 0.230063 0.184686 0.405085 0.243015 0.276045 0.214055 0.370019
threshold=0.11846000000000001 0.10383000000000002 0.083050000000000013 -0.0068949999999999992 0.0033700000000000002 0.086135000000000003 -0.089089999999999989 0.2506000000000001 -0.090519999999999975 -0.064799999999999983 -0.047399999999999991 0.08790000000000002 -0.07490999999999999 -0.079429999999999987 0.062580000000000011 0.08956500000000002 0.092560000000000017 0.08673500000000002 0.097685000000000008 0.10948000000000001 0.10463500000000002 -0.23051499999999997 0.086085000000000009 -0.016304999999999997 -0.0051099999999999991 -0.085744999999999988 0.14804000000000003 0.097825000000000009 -0.081779999999999978 -0.019989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 -4 8 -1 -10 -11 12 13 -12 15 16 21 18 -18 20 -20 -15 24 -24 26 -26 27 28 -23 -30
right_child=-2 -3 3 -5 -6 -7 -8 -9 9 10 11 -13 -14 14 -16 -17 17 -19 19 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0064565041265450419 0.0045664160763128443 -0.0068799718865193427 -0.0036759696367784944 0.012822142564913347 0.0080148366268812908 -0.0069397068703741143 0.0070660569340091298 -0.0044978109685083227 -0.0061453074030578137 0.0051844226894900208 -0.0072061786255348597 0.0034855424577076716 -0.00055304055769786074 -0.0055637296981045185 -0.0086332256016744807 0.0068125870320945988 -0.0082429808922685113 0.0083531580283306549 0.0078066008976630632 -0.010965398038249641 -0.0022098034553454018 0.0089478332192113961 0.0087136814353289092 -0.002767793918270652 -0.009413121060493428 0.0029390647246977913 0.014254473748483829 -0.0044360604735889609 -0.0099101624939413307 0.003951609333884774
leaf_weight=30 26 32 38 21 21 24 37 30 20 24 31 46 1725 35 22 50 52 20 31 21 108 73 20 137 37 94 21 42 21 232
leaf_count=30 26 32 38 21 21 24 37 30 20 24 31 46 1725 35 22 50 52 20 31 21 108 73 20 137 37 94 21 42 21 232
internal_value=0 -3.83609e-05 3.31153e-05 0.00278568 0.0010293 -0.000452482 0.00162343 -9.97086e-05 -5.40852e-05 -0.00012233 -7.99448e-05 -0.00012478 -0.000184691 0.000422188 0.000654943 0.000860516 0.000545258 -0.0021056 -0.00309228 -0.0014183 2.40709e-05 0.00140902 0.0017695 -0.00130519 0.00269782 -0.000549721 0.00379147 0.00319439 0.00417746 0.00280103
internal_weight=0 3095 3063 141 120 99 75 2922 2892 2862 2842 2818 2772 1047 1016 994 944 232 212 160 139 712 677 157 520 131 389 368 326 253
internal_count=3121 3095 3063 141 120 99 75 2922 2892 2862 2842 2818 2772 1047 1016 994 944 232 212 160 139 712 677 157 520 131 389 368 326 253
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=31
num_cat=0
split_feature=1426 1417 471 1419 16 403 2 16 4 13 43 42 1456 16 12 2 155 157 15 483 160 1455 160 1455 11 11 15 2 130 150
split_gain=0.0537857 0.0609304 0.094428 0.0823501 0.0617097 0.216105 0.250833 0.365766 0.228128 0.187073 0.196799 0.289559 0.219778 0.14743 0.152681 0.182756 0.204068 0.138495 0.115544 0.110162 0.182544 0.136959 0.302779 0.149686 0.124043 0.317093 0.264624 0.156113 0.137604 0.189186
threshold=-0.10090499999999998 -0.080324999999999994 -0.076454999999999981 0.098075000000000009 0.19444000000000003 -0.085164999999999977 0.12595500000000001 0.25792000000000009 0.08184000000000001 -0.085384999999999975 -0.092909999999999979 -0.069529999999999995 -0.049894999999999995 0.31475000000000003 0.098810000000000023 0.10060500000000001 0.093115000000000017 0.00087500000000000013 -0.062284999999999993 -0.24416999999999997 0.28906000000000004 -0.088559999999999986 -0.11201999999999999 -1.0000000180025095e-35 0.077695000000000014 0.084680000000000019 -0.097454999999999986 0.083865000000000009 -0.22461999999999996 0.13879000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 19 -6 7 -7 -8 -9 -11 -12 -13 -14 15 16 -15 18 -17 -4 21 22 -21 -23 28 27 -27 -26 -25 -30
right_child=1 2 3 -5 5 6 8 9 -10 10 11 12 13 14 -16 17 -18 -19 -20 20 -22 23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.0050437967780800098 -0.0054024004333076033 0.0065304730849509891 0.0047765784123090698 -0.0061406381068412558 0.008240697176560112 -0.011809699115558313 0.0125204326574352 0.0067767139764036977 -0.0015773519990034401 0.0040860518018101775 -0.014932537376880646 0.0076319424109533435 -0.010086303846869019 -0.010639645153423772 -0.0083367017796263099 0.0042624796391464775 0.0024905574158765376 0.0081346199315573495 -0.0059864421205764471 0.0020658917848349495 -0.0078058863492232976 0.0081492701506552592 -0.011717387802588443 -0.0071830631352405852 0.01687041707802564 0.0047261862460761632 -0.0066672159876260493 0.0043759007612243295 4.0271152845026242e-05 0.0089649874678192042
leaf_weight=21 21 22 51 22 23 39 22 25 24 41 20 20 28 29 32 22 20 28 22 34 29 24 30 26 20 47 36 20 2299 24
leaf_count=21 21 22 51 22 23 39 22 25 24 41 20 20 28 29 32 22 20 28 22 34 29 24 30 26 20 47 36 20 2299 24
internal_value=0 -3.41677e-05 2.44582e-06 -4.45338e-05 -3.44544e-07 -0.00116608 -0.00174768 -0.0027231 0.00516507 -0.00148834 -0.00227699 -0.00345746 -0.00231566 -0.00341485 -0.00219393 -0.000569392 -0.00528038 0.0026367 -0.000861981 0.000174075 8.34111e-05 0.000172782 -0.00439502 0.000289905 0.000213601 0.00330925 -0.00021553 0.0106232 5.15042e-05 0.000132477
internal_weight=0 3100 3079 3057 3035 395 372 326 46 287 262 221 201 181 153 121 49 72 44 2640 2589 2560 64 2496 2472 123 83 40 2349 2323
internal_count=3121 3100 3079 3057 3035 395 372 326 46 287 262 221 201 181 153 121 49 72 44 2640 2589 2560 64 2496 2472 123 83 40 2349 2323
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=31
num_cat=0
split_feature=12 42 42 8 1 47 1452 48 48 16 1 1 0 47 47 15 47 151 160 3 151 151 47 0 1348 393 3 3 157 1375
split_gain=0.0501378 0.0957828 0.0733954 0.0835517 0.0839522 0.158977 0.134507 0.126455 0.214621 0.104078 0.0889287 0.167825 0.272202 0.133539 0.27268 0.269471 0.176942 0.115874 0.286157 0.241327 0.168045 0.242638 0.121341 0.162269 0.137878 0.130096 0.128994 0.436463 0.323604 0.24172
threshold=0.23631000000000002 0.15665000000000004 0.14766000000000004 0.099635000000000015 0.14699000000000004 0.13760500000000001 0.11815000000000002 0.13438000000000003 0.12474000000000002 -0.11118499999999999 0.13408500000000004 0.13707500000000003 -0.067624999999999977 0.11069000000000002 0.10621500000000002 -0.074054999999999996 0.10783500000000001 -0.14575499999999997 -0.076689999999999994 -0.086224999999999982 -0.10380999999999999 -0.091874999999999984 0.10280000000000002 -0.26343999999999995 0.090205000000000021 0.12765500000000005 0.096675000000000011 0.092670000000000016 -0.076119999999999979 -0.096099999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 10 -6 13 -12 -13 14 17 -15 -16 18 19 -1 -19 -22 23 -23 25 26 27 29 -28 -25
right_child=-2 -3 -4 -5 9 -7 -8 -9 -10 -11 11 12 -14 15 16 -17 -18 20 -20 -21 21 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.0044949938476617846 -0.0046517112008903341 0.0057546207039006828 -0.0055278977029956881 0.0064660609792917961 0.0011015836252436903 0.0079975631255656491 -0.0079851918809470679 -0.0052736516924183395 0.0095451219181995842 -0.007251035983458028 0.0095763271258744818 0.0060299613149254585 -0.0082322911956630978 -0.011351107881825057 0.01449062562148486 0.00082139128300530667 0.001921456406125799 -0.0080332709441858323 0.0098965849058750346 -0.0096861829737290035 0.0093269397849562001 0.0088425632612779744 -0.0066347573594800358 0.0099540045403915915 -0.0079077031341907768 0.0073565712158122788 -0.0085237755883662471 -0.015083205113187432 0.0050230257151733073 -0.00035019964556721431
leaf_weight=28 23 29 24 20 26 25 21 44 24 35 28 32 23 31 21 44 24 27 39 21 27 20 29 23 23 23 21 20 110 2236
leaf_count=28 23 29 24 20 26 25 21 44 24 35 28 32 23 31 21 44 24 27 39 21 27 20 29 23 23 23 21 20 110 2236
internal_value=0 3.4535e-05 -1.9516e-05 2.38998e-05 -1.8693e-05 5.68822e-05 -1.06636e-05 4.67268e-05 0.00012818 -0.0036909 4.88795e-05 0.00327414 6.57466e-05 -4.78666e-05 6.80893e-05 -0.00420991 0.00778707 -6.31363e-05 0.00350474 -0.00158265 -0.00018583 -0.000102149 -0.000203779 -0.000128457 -0.000201511 -0.000128662 -0.000200097 -0.000375502 0.0028514 -0.000245287
internal_weight=0 3098 3069 3045 3025 2964 2939 2918 2874 61 2850 83 55 2767 2692 75 45 2647 88 49 2559 2532 2505 2476 2456 2433 2410 2279 131 2259
internal_count=3121 3098 3069 3045 3025 2964 2939 2918 2874 61 2850 83 55 2767 2692 75 45 2647 88 49 2559 2532 2505 2476 2456 2433 2410 2279 131 2259
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=31
num_cat=0
split_feature=3 11 104 376 39 2 96 31 124 48 39 376 376 123 4 8 1 47 1 1 13 48 47 150 150 12 159 131 481 1455
split_gain=0.0517103 0.0794898 0.0908094 0.0595388 0.249604 0.209821 0.200439 0.1307 0.114911 0.153585 0.0826498 0.080586 0.0944917 0.0932805 0.0879004 0.129945 0.0808328 0.149198 0.102983 0.170501 0.659093 0.187718 0.124321 0.113643 0.135241 0.123469 0.0906155 0.331469 0.167038 0.125637
threshold=0.63141500000000017 -0.072629999999999986 0.077525000000000011 0.083705000000000016 0.08456000000000001 -0.013254999999999998 0.083670000000000008 -0.084119999999999986 -0.081214999999999982 0.084855000000000014 -0.046074999999999991 -0.11750499999999998 -1.0000000180025095e-35 0.090420000000000014 0.51608000000000009 0.086615000000000011 0.14262000000000002 0.13760500000000001 0.13743000000000002 0.12408500000000001 0.0076650000000000008 0.13438000000000003 0.090100000000000013 -0.14718999999999996 -0.096799999999999983 -0.095379999999999979 0.11389500000000001 0.086300000000000016 -0.24133999999999997 0.11867500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -5 6 -6 -3 9 -7 -9 -12 -13 14 15 16 17 18 19 21 22 23 -21 -14 -25 -26 29 28 -28 -27
right_child=-2 2 -4 4 5 8 -8 10 -10 -11 11 12 13 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.0063190451584523551 -0.0047240931459743042 -0.0081088259024545556 -0.0056746994361414442 0.010899641321828732 -0.00079615084369751552 -0.012278098998781801 0.0130359924165532 -0.0048981599949269481 0.0012780950365205563 -0.00032204411524747103 0.006090421293100173 -0.0059860812768769952 0.0070064672876311383 0.0057123918182634082 -0.004968369182731424 0.006978108571773326 -0.0053389196916084208 0.0080815421316124819 -0.0069824570856456243 0.0033875277798090667 0.020156421423889698 -0.0086986239003017558 -0.0076288650324568153 -0.0078609410080720081 0.0067396912516819105 0.00014494578590125052 0.0079362371271210052 -0.012494229847841242 -0.0021842380848470819 -0.0078146566497161989
leaf_weight=20 23 20 28 26 22 22 20 34 35 21 22 26 23 29 35 27 28 23 21 21 20 25 20 22 27 2340 21 27 73 20
leaf_count=20 23 20 28 26 22 22 20 34 35 21 22 26 23 29 35 27 28 23 21 21 20 25 20 22 27 2340 21 27 73 20
internal_value=0 3.50724e-05 -5.75918e-06 4.62836e-05 0.00201676 9.21396e-05 0.00579058 -5.27833e-05 -0.00297625 -0.0064391 3.08389e-06 6.15549e-05 1.46542e-05 7.03356e-05 1.1331e-05 7.49868e-05 6.23565e-06 6.20181e-05 -7.32364e-06 4.81814e-05 0.00527359 -7.5461e-05 -0.00198632 8.98046e-06 -5.46331e-05 1.38433e-05 -5.93521e-05 -0.00272837 7.67191e-05 7.74915e-05
internal_weight=0 3098 3078 3050 146 120 42 2904 78 43 2884 2850 2828 2802 2773 2738 2711 2683 2660 2639 61 2578 41 2553 2530 2508 2481 121 94 2360
internal_count=3121 3098 3078 3050 146 120 42 2904 78 43 2884 2850 2828 2802 2773 2738 2711 2683 2660 2639 61 2578 41 2553 2530 2508 2481 121 94 2360
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=31
num_cat=0
split_feature=15 3 1 151 151 456 1374 13 150 150 151 151 43 150 1 13 3 41 2 1 47 0 15 3 457 3 1444 1443 1455 159
split_gain=0.0517854 0.107704 0.0657931 0.059064 0.102627 0.0822748 0.0801822 0.405442 0.0961149 0.0980481 0.0894283 0.153558 0.193109 0.0955349 0.38457 0.102129 0.286373 0.521424 0.28153 0.133333 0.116859 0.128663 0.351605 0.129038 0.107049 0.247978 0.148858 0.18623 0.161487 0.14911
threshold=-0.56368999999999991 0.63141500000000017 0.16175000000000003 0.26665000000000005 0.12955000000000003 -0.087384999999999977 0.086000000000000007 -0.085804999999999979 0.12314500000000002 0.11819500000000001 0.10365500000000001 0.084350000000000008 -0.54673999999999989 0.10699000000000002 0.087695000000000009 -0.15416999999999995 -0.073309999999999986 0.08178500000000001 0.10045500000000002 0.12165500000000001 0.13975500000000002 -0.22491999999999998 -0.093959999999999988 0.092670000000000016 -0.085584999999999981 -0.083344999999999989 -0.081774999999999987 1.0000000180025095e-35 0.11653000000000001 0.14765500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -8 9 10 11 12 -7 15 -15 16 17 -14 -18 -20 21 22 23 -17 25 -23 -26 28 29 -28
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 -12 -13 13 14 -16 20 18 -19 19 -21 -22 24 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0045330146402120589 -0.006274635359434233 -0.007351254709064961 0.005120099902153015 -0.004602636122477374 0.0069778344394373047 -0.0096425513958647152 0.01484665517872643 -0.002312257674057037 -0.0056994029475996889 0.006355205399449915 -0.0061417949929212538 0.0069877665580040027 -0.020633756874927453 -0.015241170823574067 0.001969949120806681 -0.0064061324156465989 0.0073795104449665225 0.001395951524715532 0.00082285445279035819 -0.007557111704168288 0.0073138977745142971 0.00014665093871631793 0.014513236065597637 0.0041331740136509049 0.0061257708364313374 0.012676586737771604 -7.1751755901143109e-05 -0.0077600637261639356 -0.007768178896771537 0.0078517437563277778
leaf_weight=25 21 20 25 28 21 21 21 40 30 24 24 31 21 20 37 21 37 22 39 37 23 56 23 26 38 22 2285 32 27 24
leaf_count=25 21 20 25 28 21 21 21 40 30 24 24 31 21 20 37 21 37 22 39 37 23 56 23 26 38 22 2285 32 27 24
internal_value=0 -3.66038e-05 1.09557e-05 -3.09088e-05 1.1436e-05 -3.72963e-05 6.64338e-06 0.00359491 -6.8317e-05 -9.86279e-06 -6.31641e-05 -1.18316e-05 -8.90239e-05 -1.71156e-05 -0.00406904 6.73922e-05 -0.00241717 -0.00936274 0.000225841 -0.00325687 0.000217796 0.000153892 0.00438197 -0.000575878 3.47435e-05 0.00368074 -8.34557e-05 -0.000183097 -7.9303e-05 1.06059e-05
internal_weight=0 3096 3076 3051 3023 3002 2981 61 2920 2890 2866 2842 2811 2790 57 2733 156 43 113 76 2577 2554 70 47 2484 78 2406 2368 2336 2309
internal_count=3121 3096 3076 3051 3023 3002 2981 61 2920 2890 2866 2842 2811 2790 57 2733 156 43 113 76 2577 2554 70 47 2484 78 2406 2368 2336 2309
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=31
num_cat=0
split_feature=1206 402 402 402 402 128 128 401 131 131 16 131 131 1203 11 1420 16 11 11 482 482 484 158 480 1425 11 399 475 16 3
split_gain=0.0490213 0.050012 0.296324 0.164397 0.0916526 0.107135 0.11695 0.0814509 0.0762361 0.20686 0.13294 0.110261 0.184911 0.104581 0.0908565 0.0971455 0.135549 0.155112 0.123957 0.109423 0.114349 0.135126 0.106377 0.11247 0.105292 0.118044 0.184323 0.136814 0.137243 0.333472
threshold=1.0000000180025095e-35 -0.46267499999999995 -0.43418999999999991 -0.47056499999999996 -0.41103999999999991 0.11876500000000001 0.11170500000000001 0.13767000000000004 0.13052000000000002 0.11767000000000001 0.67964000000000013 0.11385000000000002 0.11088500000000003 -1.0000000180025095e-35 0.10458500000000001 0.056520000000000008 0.6352000000000001 0.095165000000000013 0.089270000000000002 0.11816500000000001 0.11231500000000001 0.13733500000000001 -0.45617999999999997 0.12106000000000001 0.09198000000000002 0.086080000000000018 -0.087464999999999987 0.093020000000000005 0.19444000000000003 -0.15447499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 6 7 8 9 10 11 12 13 -6 15 16 17 18 19 20 21 22 -15 24 25 26 -24 28 -28 -30
right_child=-2 2 4 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00087411860469728715 0.0049349341774359351 -0.01093052251636982 0.0065849643289333298 0.010229842712287792 0.0064844256228146456 0.0053778360578386735 -0.0077315056719817234 0.0061469278373156811 -0.0051183462748304008 0.0085023060416071009 -0.007878486101187512 -0.0071268754566765641 0.0095613650744780909 -0.0058437013464486777 0.0054226902185072166 -0.0069794927546310993 0.0073301792144775391 -0.0071392232901416721 0.0077077281568199403 0.0060235797785156012 -0.0077935557276941833 0.0059683532267808918 0.0090618536452807125 0.0067482647344308064 0.0063151728439455228 -0.0067965855156736713 -0.00016024232799157384 0.0064803087799850017 -0.014068119819073575 -0.0014810536508922535
leaf_weight=40 20 25 21 20 24 36 20 21 30 28 22 22 20 34 29 21 24 32 20 28 20 35 21 23 24 28 2133 29 23 248
leaf_count=40 20 25 21 20 24 36 20 21 30 28 22 22 20 34 29 21 24 32 20 28 20 35 21 23 24 28 2133 29 23 248
internal_value=0 -3.1828e-05 -8.82377e-05 0.0028272 1.63537e-06 -4.45249e-05 -0.000110495 -5.86335e-05 -0.000103293 -5.11977e-05 -0.000134938 -7.49108e-05 -1.98174e-05 -8.83523e-05 -0.000145259 -0.000204126 -0.000151854 -0.000218411 -0.00013534 -0.000194623 -0.000261128 -0.000203141 -0.000287418 -0.000212719 -0.000276607 -0.000340347 -0.000266682 -0.000347199 -0.000429561 -0.00254933
internal_weight=0 3101 3041 60 3016 2995 2959 2939 2918 2888 2860 2838 2816 2796 2772 2743 2722 2698 2666 2646 2618 2598 2563 2529 2506 2482 2454 2433 2404 271
internal_count=3121 3101 3041 60 3016 2995 2959 2939 2918 2888 2860 2838 2816 2796 2772 2743 2722 2698 2666 2646 2618 2598 2563 2529 2506 2482 2454 2433 2404 271
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=31
num_cat=0
split_feature=1447 133 1453 1453 0 1429 52 1446 473 1419 152 1425 156 2 1 11 1453 47 47 3 52 159 160 1 13 1447 480 1456 1446 43
split_gain=0.048631 0.234155 0.111154 0.122891 0.122272 0.0911929 0.130859 0.114563 0.0850514 0.0703897 0.0863167 0.0814326 0.097275 0.126362 0.131015 0.0855407 0.0820146 0.0821084 0.233095 0.108581 0.253169 0.0917447 0.100821 0.198045 0.229259 0.185567 0.145848 0.136775 0.147455 0.247071
threshold=-0.085804999999999979 -0.00094999999999999989 -0.079499999999999987 -0.065549999999999983 -0.089964999999999976 0.083810000000000009 -0.010034999999999999 0.08487500000000002 0.077695000000000014 0.11420000000000001 0.083250000000000018 0.10340000000000001 0.11659000000000001 0.11474000000000002 0.10089500000000001 0.086595000000000019 -0.0067199999999999994 0.11002500000000003 0.10648500000000001 -0.078344999999999984 -0.11183499999999999 0.13810000000000003 -0.44404499999999997 0.083135000000000014 -0.080759999999999985 -0.065974999999999992 0.093630000000000005 -0.41883999999999993 0.086940000000000003 -0.011694999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 -3 -8 9 10 11 12 16 14 -14 -16 -5 18 21 20 -19 22 23 25 -25 -18 27 -24 -29 -30
right_child=2 5 3 8 -6 -7 7 -9 -10 -11 -12 -13 13 -15 15 -17 17 19 -20 -21 -22 -23 26 24 -26 -27 -28 28 29 -31
leaf_value=-0.011564253776201181 -0.00075281703112913033 0.0070390891200596733 -0.0058993908603276529 0.0053513634933291809 0.0080581486018167607 -0.0060562603687867519 -0.0061921707282845788 0.0028770159786411873 0.005755521424669916 0.0059220586717128754 -0.0060030486197016827 -0.0054460815861131313 -0.0047051877443057798 0.0099211872356880296 0.0092649746197275822 1.6150977462530136e-05 -0.0084470677399076516 0.00070316305525762891 0.0088065809570252902 -0.00061034787609015855 -0.014483345041628041 -0.0055575188497702281 -0.0078889399004930805 0.00097828237783341193 0.01575467913810696 0.0025107022977488881 -0.0062084438780752515 -8.5046029424659661e-05 0.012417775959707798 -0.001786954944448856
leaf_weight=21 28 28 35 28 36 20 26 30 26 20 24 27 24 22 20 20 20 23 30 103 21 30 22 21 21 68 39 2239 25 24
leaf_count=21 28 28 35 28 36 20 26 30 26 20 24 27 24 22 20 20 20 23 30 103 21 30 22 21 21 68 39 2239 25 24
internal_value=0 -0.00193253 8.06295e-05 -9.36168e-06 0.00420335 1.23397e-05 0.00145724 -0.00133368 6.17985e-05 1.02357e-05 -3.12362e-05 1.94619e-05 7.21653e-05 0.0033833 0.00113591 0.00464056 -3.27565e-05 -8.88829e-05 4.41528e-05 -0.00238669 -0.00654494 -6.06192e-05 5.90239e-06 0.00271676 0.00836648 2.03e-05 -0.000144124 -4.17391e-05 3.37148e-05 0.00546036
internal_weight=0 125 2996 2932 64 104 84 56 2897 2871 2851 2827 2800 86 64 40 2714 2686 2539 147 44 2509 2479 130 42 88 2349 2310 2288 49
internal_count=3121 125 2996 2932 64 104 84 56 2897 2871 2851 2827 2800 86 64 40 2714 2686 2539 147 44 2509 2479 130 42 88 2349 2310 2288 49
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=31
num_cat=0
split_feature=1451 1451 159 158 159 51 483 42 160 159 160 2 2 49 15 1447 13 1447 15 52 0 0 16 16 3 15 16 12 16 3
split_gain=0.0471382 0.120626 0.12305 0.0829311 0.0915442 0.0938843 0.0930201 0.226455 0.117639 0.0959085 0.0897621 0.223664 0.334866 0.136848 0.0823301 0.186465 0.416757 0.319092 0.172092 0.265689 0.14833 0.446318 0.342859 0.295641 0.157688 0.150318 0.207054 0.14264 0.272034 0.213757
threshold=0.089825000000000002 0.081365000000000007 0.16394500000000004 0.13509500000000002 0.12082500000000002 -0.45454999999999995 -0.090599999999999986 0.083595000000000017 0.26691500000000007 0.11208000000000001 0.10070500000000002 0.08647500000000001 0.096325000000000008 -0.24768999999999997 0.085935000000000025 -0.085709999999999995 -0.082574999999999982 -0.083214999999999983 0.087065000000000017 0.087555000000000008 -0.071719999999999992 -0.072894999999999988 -0.079734999999999986 -0.071854999999999988 -0.07359499999999998 0.11728000000000001 0.029300000000000003 0.091840000000000019 -0.085589999999999986 -0.07908999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 9 10 13 -12 -13 -8 -15 16 -16 -17 19 -19 21 27 -22 -24 -25 -26 -27 28 29 -20
right_child=-2 -3 -4 -5 -6 6 8 -9 -10 -11 11 12 -14 14 15 17 -18 18 20 -21 22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=0.0057617912133192195 0.0037594221066683531 -0.0074184674007648777 -0.0069742729421705014 0.0055876827246888923 -0.0038137361955004516 -0.0033759534172713756 -0.007361771625605449 0.01090024745464325 -0.006856528770178557 0.0046657859739339487 0.011834102411839097 -0.0067518164170905955 0.0073890564695113549 -0.00042310749402086381 0.017239324985781596 -0.010913550225086511 -0.0026833127385803633 0.00042741969341366753 0.005196679502995195 0.013064313154401526 0.01460422042820772 -0.01445113294969567 -0.010076363477855921 0.0086667626244681228 -0.0066303593594403496 0.011284581073559822 -0.0020373863301106862 0.002020958277375199 -0.0040450253905551627 -0.0058062167909077329
leaf_weight=29 33 22 25 27 61 20 26 25 25 44 22 34 33 1920 21 24 21 41 76 28 22 22 20 35 21 20 28 215 158 23
leaf_count=29 33 22 25 27 61 20 26 25 25 44 22 34 33 1920 21 24 21 41 76 28 22 22 20 35 21 20 28 215 158 23
internal_value=0 -4.01752e-05 1.27676e-05 7.02079e-05 2.07813e-05 9.99907e-05 4.38374e-05 0.00455527 -2.66782e-05 3.31488e-05 -3.93907e-05 0.0030857 0.000213091 -0.000141608 -7.19514e-05 0.000798009 0.00727801 0.000426714 0.000810587 0.00555543 0.000299033 -0.0005286 0.00309938 0.0010582 0.00319946 0.000426192 0.00351343 0.000120332 -0.00146969 0.00264045
internal_weight=0 3088 3066 3041 3014 2953 2924 45 2879 2854 2810 89 67 2721 2695 775 42 733 709 69 640 494 146 124 104 69 48 472 257 99
internal_count=3121 3088 3066 3041 3014 2953 2924 45 2879 2854 2810 89 67 2721 2695 775 42 733 709 69 640 494 146 124 104 69 48 472 257 99
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=31
num_cat=0
split_feature=1447 3 1447 160 52 0 50 1419 0 2 3 4 156 12 16 52 8 44 473 152 51 50 49 0 50 1210 0 50 160 16
split_gain=0.0453783 0.232676 0.092468 0.285488 0.0821244 0.0982435 0.0952022 0.058164 0.0778705 0.436499 0.226003 0.172596 0.285545 0.123859 0.218761 0.171168 0.103085 0.0870476 0.108526 0.124691 0.105393 0.148713 0.135394 0.128638 0.231799 0.38153 0.292354 0.200527 0.401063 0.222702
threshold=-0.085804999999999979 -0.086224999999999982 -0.083354999999999985 -0.014869999999999998 -0.010034999999999999 -0.086554999999999979 0.092620000000000022 0.11420000000000001 0.10455500000000001 0.11362000000000001 -0.38012499999999999 -0.39518999999999993 0.091255000000000017 -0.11019 -0.43320999999999993 -1.0000000180025095e-35 0.091215000000000004 0.10049500000000001 0.077695000000000014 0.083250000000000018 -0.46956999999999999 -0.23771499999999998 0.097940000000000013 -0.076234999999999983 0.089465000000000017 -0.065959999999999977 -0.074479999999999977 0.11669000000000002 -1.0000000180025095e-35 -0.054549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 6 -6 8 11 10 -10 12 -4 14 -13 -16 17 18 19 20 -15 22 -22 27 25 -25 -27 -23 29 -29
right_child=2 4 7 -5 5 -7 -8 -9 9 -11 -12 13 -14 16 15 -17 -18 -19 -20 -21 21 23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0092218630074057725 0.0090696272816365737 0.0054342998406634885 0.01192749482142972 -0.0051770995074713775 -0.0086929443536237598 0.0046829812810756264 0.00035971561984087414 0.005372163765132428 0.010005173890385778 -0.013525612742939433 -0.0015123721738548382 -0.0025555515189706868 -0.0011422103297497545 -0.0072770842374302452 0.0025580574052582964 0.013601489842403681 -0.0069831365069893021 -0.006371953245252371 0.0072827619547024373 -0.0076083028435029775 0.010588458691723646 0.0005459522721842949 0.00062407338991761214 -0.013324286978070934 0.0024182909360480689 -0.01155017187120393 -0.00098713589318589687 -0.0042000799208472021 -0.01638955877916444 0.0082855708198621876
leaf_weight=32 39 26 32 22 21 20 26 20 20 28 115 36 35 20 32 25 22 22 20 22 25 1748 30 30 126 28 408 50 21 20
leaf_count=32 39 26 32 22 21 20 26 20 20 28 115 36 35 20 32 25 22 22 20 22 25 1748 30 30 126 28 408 50 21 20
internal_value=0 -0.00186678 7.78863e-05 0.00393146 0.000664002 -0.00118716 -0.00368509 -2.20507e-06 -3.9079e-05 -0.0021628 0.000193931 8.67083e-05 0.00510004 -3.83915e-05 0.00354726 0.00740167 -0.000167043 -0.000108695 -5.46171e-05 -0.000112666 -4.68623e-05 1.13052e-05 0.00515334 -0.00010503 -0.00138713 -0.00241606 -0.0016655 0.000307695 -0.00426894 -0.000632751
internal_weight=0 125 2996 61 93 67 47 2935 2915 163 135 2752 67 2685 93 57 2592 2570 2548 2528 2506 2486 55 2431 592 466 436 1839 91 70
internal_count=3121 125 2996 61 93 67 47 2935 2915 163 135 2752 67 2685 93 57 2592 2570 2548 2528 2506 2486 55 2431 592 466 436 1839 91 70
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=31
num_cat=0
split_feature=473 156 155 474 1446 12 12 4 133 3 401 12 402 1212 402 3 403 403 2 52 12 12 2 1 52 12 1212 402 15 3
split_gain=0.0518637 0.0745488 0.127199 0.0931953 0.0693626 0.0632218 0.138198 0.209515 0.236568 0.131483 0.12144 0.163906 0.133886 0.131533 0.123968 0.258073 0.287406 0.362988 0.116933 0.215471 0.248043 0.229978 0.166517 0.16419 0.19228 0.101945 0.101463 0.275439 0.216422 0.198099
threshold=-0.072684999999999986 0.14401500000000003 0.12509500000000004 -0.094124999999999986 0.11951500000000001 0.110195 0.10266500000000002 -0.073104999999999989 0.076280000000000014 -0.096099999999999977 0.11186000000000001 0.08815000000000002 0.13499500000000003 -0.16927999999999996 -0.11206999999999999 -0.087784999999999988 -0.072624999999999981 -0.44023999999999991 0.10381000000000001 0.024145000000000003 0.11734000000000001 0.12757000000000002 0.11389000000000002 0.13707500000000003 0.029970000000000007 0.10742000000000002 -0.040879999999999993 0.11086000000000001 0.08517000000000001 -0.081814999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 10 -8 9 -9 13 -12 -13 -5 15 -15 17 -17 19 20 -7 -22 -20 24 -24 -11 28 -28 -16 -30
right_child=1 -3 -4 4 -6 18 7 8 -10 25 11 12 -14 14 26 16 -18 -19 22 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0044476285511896446 -0.0054995065585019126 -0.0044393199177360848 0.0067264678921284422 -0.0062946263426805248 0.0054822347693793154 -0.006929697839614864 0.0036439045021931329 0.0021521094741464987 -0.014448276672350324 -0.010442138083565694 0.011476665778484729 0.00589168678564386 -0.0042642050567083065 -0.0052239458325008554 -0.0031037447520066053 0.0020653705161653066 -0.0027348414574178957 0.016288036403848846 -0.0084159187401052233 0.010423714304342866 0.012619614990597423 -0.0018396616066721353 0.0081231567537179226 -0.0068524139747023587 -0.0018787178538135581 -0.0011929090833291411 -0.00017081157958931853 -0.0085420323442667728 0.015261426775250584 0.0017858624943376828
leaf_weight=26 31 38 28 34 23 26 33 31 23 26 21 27 25 30 30 38 31 34 22 35 22 22 40 20 37 22 2262 40 20 24
leaf_count=26 31 38 28 34 23 26 33 31 23 26 21 27 25 30 30 38 31 34 22 35 22 22 40 20 37 22 2262 40 20 24
internal_value=0 -3.73629e-05 1.73555e-05 -4.46633e-05 1.1741e-05 -3.05519e-05 -0.000162095 -0.00328212 -0.00552289 -0.00292436 -1.08495e-06 0.00402028 0.00100905 -0.000116523 -3.28024e-05 0.00293819 0.00531551 0.00878163 0.00158496 0.0040173 0.000814098 0.00538998 -0.000561217 0.00122026 0.00331706 -0.00620291 -0.000199108 -0.000316272 0.00344563 0.00791112
internal_weight=0 3095 3057 3029 2998 2975 2751 135 102 79 2616 73 52 2543 2509 133 103 72 224 105 70 44 119 97 77 48 2376 2302 74 44
internal_count=3121 3095 3057 3029 2998 2975 2751 135 102 79 2616 73 52 2543 2509 133 103 72 224 105 70 44 119 97 77 48 2376 2302 74 44
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=31
num_cat=0
split_feature=1209 1209 1208 1209 1209 1426 156 156 475 475 1428 1455 15 15 42 12 479 130 130 43 43 1429 51 1429 1375 480 15 1429 49 150
split_gain=0.050624 0.0750065 0.0927679 0.256652 0.0705658 0.0491782 0.0595889 0.084809 0.0699182 0.0847537 0.197561 0.0658542 0.0761238 0.169241 0.235006 0.226107 0.166847 0.138202 0.122946 0.0824248 0.0839777 0.201637 0.406105 0.317341 0.311468 0.265286 0.262277 0.242175 0.204244 0.352751
threshold=0.14268500000000003 0.11495000000000001 0.099975000000000008 -0.094304999999999986 0.094730000000000023 -0.10090499999999998 -0.13114499999999998 -0.090889999999999985 0.093020000000000005 0.05680000000000001 -0.070379999999999984 0.11922500000000001 0.11728000000000001 0.11923500000000002 0.10369500000000002 0.095565000000000011 0.098570000000000005 -0.22461999999999996 -0.11198999999999999 -0.52440999999999993 -0.081779999999999978 0.084895000000000012 -0.070119999999999974 0.08401500000000002 -0.15308499999999997 -0.080004999999999979 0.095175000000000023 0.057970000000000008 -0.0081349999999999981 0.083095000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8 9 10 -9 12 16 -14 15 -15 17 -12 -19 -20 21 23 -23 24 -21 -26 27 28 29 -27
right_child=-2 -3 -4 4 -6 6 7 8 -10 -11 11 -13 13 14 -16 -17 -18 18 19 20 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.010568527768001608 0.004780032113194466 -0.0053824499356918618 0.0053674453578423714 0.004805715781237398 0.0045651482555138711 -0.0040943185772953769 0.0059191779155905047 0.0098576176700589727 0.0048357326617657114 -0.0056754624934573835 -0.0071776449464128495 0.0053335158112035562 0.0095354161299765119 0.0017703139671247524 0.0068954021623358133 -0.0085864991880953319 -0.0069523749470308026 0.0059505367940856204 -0.0048781134439884015 0.012410989810119975 -0.00048861144127373176 0.017551751514630658 0.00030318841767998844 -0.010765932992100716 0.009990912772439145 -0.0074201984310800773 -0.010858967968008736 -0.0086280680293666905 0.0020893954180992097 0.0018188114410035853
leaf_weight=23 22 26 32 21 34 36 24 20 29 27 28 22 25 53 40 35 37 33 37 22 1799 21 39 25 27 72 22 29 364 97
leaf_count=23 22 26 32 21 34 36 24 20 29 27 28 22 25 53 40 35 37 33 37 22 1799 21 39 25 27 72 22 29 364 97
internal_value=0 -3.39337e-05 1.13189e-05 -4.50428e-05 3.5156e-05 -1.64592e-05 -5.06359e-05 -9.01502e-07 -4.98446e-05 -9.91424e-05 -4.62584e-05 -0.000116325 -0.000159069 0.00200981 0.000539963 -0.00234887 -0.000284196 -0.000189847 -0.000114216 -0.000192578 -0.0001237 0.00079061 0.00634019 0.00028457 0.000721004 0.000300088 -0.000147947 0.000271346 0.000755554 -0.00211733
internal_weight=0 3099 3073 3041 3018 2984 2963 2927 2903 2874 2847 2827 2805 153 128 88 2652 2615 2587 2554 2517 718 60 658 633 611 584 562 533 169
internal_count=3121 3099 3073 3041 3018 2984 2963 2927 2903 2874 2847 2827 2805 153 128 88 2652 2615 2587 2554 2517 718 60 658 633 611 584 562 533 169
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=31
num_cat=0
split_feature=402 480 160 0 403 133 0 133 1212 4 43 130 40 12 11 1420 482 1451 0 11 11 472 16 41 2 474 2 2 481 131
split_gain=0.0517243 0.222825 0.231615 0.151706 0.348278 0.104643 0.130923 0.199639 0.204368 0.0951091 0.077121 0.0756863 0.0830782 0.113198 0.106911 0.0717627 0.089954 0.114072 0.171987 0.098505 0.0939082 0.265245 0.136687 0.164109 0.145753 0.11181 0.226024 0.121963 0.0922123 0.133363
threshold=0.095250000000000015 0.086995000000000017 -0.014869999999999998 -0.071339999999999987 -0.072624999999999981 -0.15387499999999996 -0.088544999999999985 -0.071719999999999992 -0.040879999999999993 -0.58204499999999992 -0.53814999999999991 -0.22699999999999995 -0.23755499999999996 0.14786000000000002 0.10458500000000001 0.056520000000000008 0.11816500000000001 0.083235000000000017 -0.082619999999999985 0.096970000000000015 0.079915000000000014 -1.0000000180025095e-35 0.071345000000000006 0.089785000000000018 0.088850000000000012 -0.084054999999999977 0.10060500000000001 0.087245000000000003 -0.051484999999999996 0.088910000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 -4 -6 -7 8 -8 -1 -11 -12 -13 14 15 16 17 19 -19 20 25 -22 23 24 -23 26 27 -14 29 -27
right_child=1 -3 3 -5 5 6 7 -9 -10 10 11 12 13 -15 -16 -17 -18 18 -20 -21 21 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0062606669515371319 0.011418766669929028 -0.0079896585286959362 -0.011538569266786395 0.0068054877985746429 -0.0047469091912110649 -0.0018112318184322273 0.017197803426533938 -0.00047032693572178046 0.0035106922315511235 0.0054640010669827462 -0.0057064383154890189 0.0056721330471336852 0.0046801957267302054 -0.0076145010720938449 0.006725301507749068 -0.0059444078244268901 0.0048208718518474823 0.0012203413948771499 -0.011431722747246652 -0.0070515928603708741 -0.0063485905751585955 0.012295233462937177 0.010807399380331239 -0.0048633915861137217 0.00036700191419749032 0.0026326257708063107 0.012791789476759734 -0.0053502198689701881 -0.00044236429463098107 -0.0050012329235099833
leaf_weight=25 25 23 23 39 21 39 20 34 24 25 24 25 27 20 23 21 37 21 22 20 25 20 30 20 21 191 20 22 2208 26
leaf_count=25 25 23 23 39 21 39 20 34 24 25 24 25 27 20 23 21 37 21 22 20 25 20 30 20 21 191 20 22 2208 26
internal_value=0 0.00138561 0.00234398 0.00120963 -0.000145892 0.00175289 0.00291952 0.00528489 0.00973211 -0.000119608 -6.57007e-05 -0.000114671 -6.67243e-05 -0.000118444 -6.40067e-05 -0.000121185 -7.60605e-05 -0.000143844 -0.00525281 -6.03138e-05 -6.74083e-06 0.00277458 0.00528094 0.00256301 0.00618565 -0.000136105 0.00383328 0.000176744 -0.000249048 0.00171797
internal_weight=0 248 225 200 161 138 117 78 44 2873 2848 2823 2799 2774 2754 2731 2710 2673 43 2630 2610 116 91 61 41 2494 69 49 2425 217
internal_count=3121 248 225 200 161 138 117 78 44 2873 2848 2823 2799 2774 2754 2731 2710 2673 43 2630 2610 116 91 61 41 2494 69 49 2425 217
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=31
num_cat=0
split_feature=1451 160 3 1443 484 12 160 49 3 4 158 158 484 0 1 484 484 16 484 484 3 484 4 1456 1456 52 1447 1447 13 1420
split_gain=0.050107 0.0932802 0.23823 0.0952924 0.071251 0.253078 0.263852 0.192135 0.169188 0.166094 0.12827 0.192019 0.115959 0.180557 0.227476 0.150292 0.146288 0.379275 0.208945 0.142448 0.282228 0.184109 0.146803 0.136807 0.152497 0.259047 0.11692 0.268805 0.250185 0.114002
threshold=0.089825000000000002 -0.55323499999999981 -0.085854999999999987 0.091740000000000016 0.098800000000000013 0.087830000000000005 -0.22361499999999998 0.10211000000000002 -0.080634999999999984 -0.0070899999999999991 -0.47356499999999996 -0.45617999999999997 0.091180000000000011 -0.043914999999999989 0.11374000000000002 0.089115000000000014 0.087235000000000021 -0.0083599999999999976 0.085790000000000019 0.079595000000000013 -0.092984999999999984 0.062030000000000009 -0.010384999999999998 -0.090954999999999994 -0.05618999999999999 -0.0080349999999999987 -0.085684999999999997 -0.083214999999999983 -0.085744999999999988 -0.069964999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 7 -7 9 -8 -6 -3 -12 15 14 -14 16 18 -18 19 21 -21 23 -22 -13 25 -25 28 -28 -26 -29
right_child=-2 3 -4 -5 5 6 8 -9 -10 -11 11 12 13 -15 -16 -17 17 -19 -20 20 22 -23 -24 24 26 -27 27 29 -30 -31
leaf_value=-0.01262092289980501 0.0038760011634704746 0.0080636004707776016 0.0024589064340530473 0.0062994476951037841 0.0015779689803500389 0.012043106015771628 0.0037230866327881817 -0.014390990491956475 -0.0086166559229604901 -0.0088225350299450979 -0.0075567004581292467 -0.0070256434346514726 0.015497429269765104 -0.0033611941896378992 0.00059575851075351245 -0.0086166607681661851 -0.0042010758165270095 0.014628143900114557 -0.007684850562363863 -0.0049477866385132076 0.01539731797363077 -0.0093460794094772561 0.0035730847102102073 0.00015438089898803779 -0.00069439363209172506 0.011397118923196104 -0.010676553280791269 0.0047838503294769909 0.010437808631721772 -0.00014002450973472281
leaf_weight=20 33 20 22 24 34 20 25 20 20 28 33 27 21 20 20 20 20 23 35 20 21 21 21 57 52 32 24 48 33 2307
leaf_count=20 33 20 22 24 34 20 25 20 20 28 33 27 21 20 20 20 20 23 35 20 21 21 21 57 52 32 24 48 33 2307
internal_value=0 -4.1421e-05 -0.00472196 2.3117e-05 -2.67281e-05 -0.00217411 0.00248625 -0.00586829 -0.00176124 -0.00311903 8.30683e-05 2.71627e-05 0.000115847 0.00442848 0.00822832 2.05662e-05 8.35886e-05 0.00587037 -8.6395e-06 9.22495e-05 0.0048294 -2.06699e-05 0.0094852 5.52346e-05 0.000130121 0.00419671 -1.67653e-05 -0.000146973 0.00362752 -3.96653e-05
internal_weight=0 3088 42 3046 3022 147 65 82 45 62 2875 2855 2822 61 41 2761 2741 43 2698 2663 62 2601 42 2580 2553 89 2464 2379 85 2355
internal_count=3121 3088 42 3046 3022 147 65 82 45 62 2875 2855 2822 61 41 2761 2741 43 2698 2663 62 2601 42 2580 2553 89 2464 2379 85 2355
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=31
num_cat=0
split_feature=1210 1210 1210 52 1212 1209 1203 1201 399 399 132 399 0 133 132 400 52 4 131 42 1210 16 124 42 13 52 39 43 4 13
split_gain=0.0461628 0.0522628 0.212753 0.124653 0.120545 0.0663241 0.0644082 0.0806344 0.0713255 0.0944616 0.0713566 0.223041 0.17227 0.159134 0.170378 0.120085 0.174428 0.110917 0.105862 0.137591 0.105048 0.0929229 0.081492 0.109422 0.119925 0.237662 0.0912898 0.130054 0.126784 0.304584
threshold=-0.42132499999999995 -0.086074999999999985 -0.081369999999999984 0.086040000000000019 0.030370000000000005 -0.084629999999999997 0.10749000000000002 -0.08126499999999999 0.10788500000000002 0.099080000000000015 -0.083919999999999981 0.088595000000000021 -0.072269999999999987 -0.089569999999999983 -0.44750499999999993 -0.082339999999999983 0.086450000000000013 -0.084369999999999987 0.11767000000000001 0.096035000000000023 -0.064799999999999983 0.67964000000000013 0.091025000000000009 -0.14609499999999997 0.030370000000000005 1.0000000180025095e-35 -0.0091949999999999983 -0.52440999999999993 -0.51843499999999987 -0.012119999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -4 7 -7 9 10 11 12 13 14 -9 16 -12 -15 20 -20 -17 22 23 24 25 -22 -25 -28 29 -29
right_child=1 2 5 -5 -6 6 -8 8 -10 -11 15 -13 -14 17 -16 18 -18 -19 19 -21 21 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=0.0042798609668388962 -0.0040967562907220176 0.0098299119981344468 0.0044881802459713072 -0.0084116215705871585 0.0054116120872398227 -0.0063054632642195524 0.0050704450399886511 -0.00052686957198949094 0.0050292491266090006 -0.006134813013844765 -0.00056921133239354403 0.011084338868828997 -0.0078919730703568176 0.0033021034009289001 0.011388730543798634 -0.0065226322111602009 -0.012276069442741573 -0.0048801736229703435 0.00035680698763046947 0.010595524665855227 -0.0043598078139540225 -0.0067589305097325927 -0.0043458304452625189 0.0046643774311702982 0.009625900753409319 0.007298575758057483 -0.0080480566425692474 -0.0043066982687874275 -0.00025495555966333761 0.011078353045928864
leaf_weight=25 30 22 32 25 24 21 24 21 27 26 35 23 21 30 28 26 20 37 35 21 36 21 44 39 23 34 21 22 2297 31
leaf_count=25 30 22 32 25 24 21 24 21 27 26 35 23 21 30 28 26 20 37 35 21 36 21 44 39 23 34 21 22 2297 31
internal_value=0 -3.45596e-05 3.19251e-05 -0.0025736 0.000129185 -4.00468e-05 -8.8951e-05 -0.000131083 -8.66476e-05 -0.000134427 -7.99729e-05 0.00197203 0.000442229 0.00195101 0.00628204 -0.000201348 -0.00482625 -0.00121647 -0.00010536 0.00419633 -0.000198226 -0.000134194 -7.95729e-05 -4.57675e-06 0.00336123 0.00130284 -0.000134461 -0.000213395 -0.000143384 0.00469211
internal_weight=0 3096 3017 79 54 2995 2963 2939 2918 2891 2865 160 137 116 49 2705 55 67 2650 56 2594 2568 2547 2503 93 70 2410 2371 2350 53
internal_count=3121 3096 3017 79 54 2995 2963 2939 2918 2891 2865 160 137 116 49 2705 55 67 2650 56 2594 2568 2547 2503 93 70 2410 2371 2350 53
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=31
num_cat=0
split_feature=0 11 9 12 130 393 16 46 147 104 11 0 0 1 456 4 52 160 13 13 2 51 46 3 1452 0 0 1 15 0
split_gain=0.0464054 0.0557953 0.101485 0.0841035 0.0883019 0.0976704 0.146039 0.075297 0.0805508 0.0698619 0.110539 0.104952 0.0637656 0.38109 0.0866285 0.173426 0.161683 0.118816 0.0807697 0.490936 0.172907 0.167387 0.135766 0.126504 0.167232 0.166391 0.19227 0.38391 0.113735 0.110347
threshold=0.22582000000000002 0.10458500000000001 0.10860500000000002 0.22926500000000002 -0.14779999999999996 0.10585500000000002 -0.085589999999999986 -0.043074999999999995 0.099730000000000027 0.083745000000000014 -0.011194999999999998 0.16094000000000003 -0.24955499999999997 0.10538500000000002 0.088200000000000014 -0.013514999999999998 -0.0015799999999999998 -0.079009999999999983 -0.17933499999999997 -0.39067499999999994 0.10045500000000002 0.095375000000000015 0.084955000000000017 0.11296500000000002 0.11727000000000001 -0.23051499999999997 -0.17169499999999996 0.087865000000000013 -0.089549999999999991 -0.15090499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6 9 10 -9 12 13 -12 18 -16 17 -17 19 20 -14 28 23 24 25 -20 27 -27 -22 -28
right_child=-2 -3 -4 -5 5 6 -8 8 -10 -11 11 -13 14 -15 15 16 -18 -19 22 -21 21 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.0053147637841081431 -0.0043802826869068666 0.0045599557804288692 -0.0071059929765760893 0.0060648983587389405 0.0057958744656802577 0.0093222229691621444 -0.00049667366018349478 -0.0074834530055522923 -0.0055131131852114643 0.0048578632451545707 0.013497859323840768 0.0071954999491572391 0.0066674904874525964 -0.0049482426666751659 0.0080769823349424105 -0.00051584328632868297 -0.0052484711658741749 0.0095758478634525093 -0.0071368598564089661 -0.01559977031623324 -0.0016121627633193776 0.005554589063394815 0.0078780814295723329 -0.0060812202333990067 0.00837691279290163 -0.0057181674099410886 -0.0049791202749474911 0.011322759360504839 -0.010921025994632926 -0.00013466324950098607
leaf_weight=31 24 27 20 23 22 28 33 20 27 29 21 20 30 24 38 28 35 20 34 24 35 20 21 36 23 20 48 39 21 2300
leaf_count=31 24 27 20 23 22 28 33 20 27 29 21 20 30 24 38 28 35 20 34 24 35 20 21 36 23 20 48 39 21 2300
internal_value=0 3.39447e-05 -5.86058e-06 4.06977e-05 -5.07591e-06 4.98641e-05 0.00401036 -3.24494e-05 -7.6467e-05 -2.56044e-05 -7.51741e-05 -2.29479e-05 -7.41971e-05 0.00365994 -0.000134816 0.00248184 -7.97969e-05 0.00368903 -0.000254248 -0.00268496 0.000239144 -0.00229836 -0.000128904 -0.000196163 -0.00011018 -0.000190148 -9.20228e-05 0.00554617 -0.00510299 -0.000233698
internal_weight=0 3097 3070 3050 3027 2996 61 2935 2913 2886 2857 2837 2817 45 2772 121 83 48 2651 130 106 76 2521 2500 2464 2441 2407 59 56 2348
internal_count=3121 3097 3070 3050 3027 2996 61 2935 2913 2886 2857 2837 2817 45 2772 121 83 48 2651 130 106 76 2521 2500 2464 2441 2407 59 56 2348
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=31
num_cat=0
split_feature=41 124 3 376 46 1452 3 3 13 33 1456 475 475 50 4 4 160 16 16 4 16 2 2 2 52 1375 1 1 1 4
split_gain=0.0474424 0.0774058 0.103881 0.0767981 0.0881053 0.0685535 0.0979408 0.319492 0.211631 0.202468 0.183902 0.16612 0.251954 0.201501 0.225204 0.515661 0.274706 0.269053 0.241476 0.179973 0.181778 0.21181 0.168573 0.430857 0.211329 0.110057 0.109751 0.361081 0.360946 0.213969
threshold=0.11677000000000001 0.08919500000000001 -0.0096849999999999974 0.11283000000000001 0.10253500000000002 0.11850000000000001 -0.0049599999999999991 -0.0087149999999999988 -0.16152999999999998 0.085305000000000006 -0.033364999999999992 -0.074744999999999992 -0.084049999999999986 0.096530000000000019 0.27044500000000005 0.071150000000000005 -0.085024999999999989 -0.095964999999999981 -0.089669999999999986 0.41257000000000005 -0.11118499999999999 0.14285500000000004 0.11728500000000001 0.10005000000000001 -0.080114999999999978 0.097315000000000026 0.12408500000000001 0.12082500000000002 0.13146500000000003 0.50644500000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 -1 25 -8 12 -12 14 15 16 -13 -18 -19 -16 21 -21 23 24 -20 26 27 -10 -28 -30
right_child=-2 2 -4 -5 -6 -7 10 -9 9 -11 11 13 -14 -15 19 -17 17 18 22 20 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0095859858784419702 0.0047370472124644691 0.00028727368676456915 -0.0085089430660009388 0.0056688982942432638 -0.0059222054309211675 -0.0057960548112168907 0.0098991291830316189 -0.0094013989852691025 6.5387075843841044e-05 -0.0099679816700518134 0.001767589865318899 0.011732094627446853 -0.012533040183850312 -0.0069580857901690683 -0.0080208752405139562 0.015310382791129607 -0.0096239367711611779 0.012162782092179572 -0.0018206527820812204 -0.00021241198375632634 -0.0077609691347572066 0.0095762933418154714 0.0071803084481507551 -0.011159401507146898 0.00934313132117192 0.0075224919756874441 0.014624833055263894 -0.013107661554767265 -0.0048930904950554438 0.0074991074983369226
leaf_weight=23 21 29 25 24 25 20 24 37 2277 20 28 26 22 26 28 35 22 21 39 84 21 30 30 31 30 20 22 21 38 22
leaf_count=23 21 29 25 24 25 20 24 37 2277 20 28 26 22 26 28 35 22 21 39 84 21 30 30 31 30 20 22 21 38 22
internal_value=0 -3.20897e-05 -0.00378505 3.44434e-05 -1.03041e-05 3.90111e-05 7.82121e-05 -0.000178558 -3.88755e-05 5.18615e-05 0.00135948 0.000926179 -0.00452469 0.00157049 0.00212904 0.00411686 0.00214815 0.000707793 0.00221308 -0.000724654 0.000788636 0.00236356 0.000605818 -0.00136653 0.00303317 0.00013536 7.32835e-05 -5.49933e-05 0.00366816 -0.000349285
internal_weight=0 3100 54 3046 3022 2997 2977 2480 2443 2420 497 473 50 423 397 234 199 173 151 163 135 114 130 100 69 2400 2380 2298 82 60
internal_count=3121 3100 54 3046 3022 2997 2977 2480 2443 2420 497 473 50 423 397 234 199 173 151 163 135 114 130 100 69 2400 2380 2298 82 60
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=31
num_cat=0
split_feature=470 1420 1429 475 475 474 3 1419 472 1428 1455 160 160 159 11 11 1 14 15 131 13 403 1 403 15 1186 13 1 4 0
split_gain=0.0463849 0.0594098 0.0764262 0.155279 0.0731406 0.116459 0.437992 0.0795693 0.138121 0.111357 0.0776139 0.154237 0.095884 0.0901395 0.0910941 0.193241 0.326508 0.101522 0.0784403 0.150076 0.197052 0.171917 0.283535 0.345312 0.266951 0.226515 0.178092 0.162779 0.120913 0.397754
threshold=0.079700000000000007 -0.086449999999999985 -0.23587499999999997 0.093020000000000005 0.05680000000000001 -0.10160499999999999 -0.073309999999999986 0.098075000000000009 -0.086459999999999981 0.092095000000000024 -0.23681499999999997 -0.55323499999999981 -0.54913999999999985 0.16394500000000004 0.078065000000000009 0.081365000000000007 0.097525000000000014 0.080160000000000023 0.085935000000000025 0.11088500000000003 -0.014169999999999999 -0.0059799999999999992 0.075045000000000014 -0.083259999999999987 0.084840000000000013 0.084720000000000004 -0.067149999999999987 0.098700000000000024 -0.0096849999999999974 -0.11013499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 -7 10 -10 -12 -13 14 18 -16 17 -17 19 21 -21 22 24 27 26 28 -14 -24 29 -23
right_child=-2 2 3 -5 -6 7 -8 -9 9 -11 11 12 13 -15 15 16 -18 -19 -20 20 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0049892535277952753 -0.0044742268550655119 -0.0057483137301776724 -0.0029918040478088218 0.0084087447924751108 -0.0051102401971417875 0.0075543637381997545 0.016244308622553945 -0.0049386405132033611 0.0047417556976570808 -0.0069936813300718438 -0.0069679126172559336 0.0069134161248803148 -0.0054486782600482314 -0.0065622753463685513 0.011370390751177357 -0.0096707144551496302 0.0054245967728396259 -0.00019401325145736338 0.00071498413391575316 0.010769667062925658 -0.00023232645514171299 -0.0097453382909642883 -0.0092811901299726402 -0.018235145135743855 -0.0084464430547796371 0.0073995075090543226 0.0022105578000038645 0.0033244914154056462 0.00028646029122894145 -0.00070234820436762308
leaf_weight=24 23 23 29 22 28 24 20 33 34 23 32 20 39 21 21 26 66 20 795 27 41 54 21 24 41 38 137 20 905 490
leaf_count=24 23 23 29 22 28 24 20 33 34 23 32 20 39 21 21 26 66 20 795 27 41 54 21 24 41 38 137 20 905 490
internal_value=0 3.32173e-05 -5.47654e-06 3.78159e-05 -2.29832e-05 2.44821e-05 0.00485967 -5.57768e-05 -5.74865e-07 -6.32065e-05 -7.70477e-06 -6.46046e-05 1.41217e-05 -3.54066e-05 1.41645e-05 0.00256754 0.000917005 -0.00555041 -0.000114862 -0.000473996 0.00413611 -0.000651207 -0.00291495 -0.00870859 -0.00117952 -0.000221904 0.000513341 -0.00313208 -0.000421775 -0.0016
internal_weight=0 3098 3074 3051 3029 3001 49 2952 2919 2895 2872 2838 2806 2786 2765 133 112 46 2632 1837 68 1769 282 65 217 1487 176 41 1449 544
internal_count=3121 3098 3074 3051 3029 3001 49 2952 2919 2895 2872 2838 2806 2786 2765 133 112 46 2632 1837 68 1769 282 65 217 1487 176 41 1449 544
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=31
num_cat=0
split_feature=3 11 104 97 4 10 42 4 9 43 376 0 0 42 2 4 39 16 1374 1429 1429 1446 43 156 48 2 0 133 1 0
split_gain=0.0469908 0.0706605 0.079137 0.0576878 0.0618488 0.0497512 0.132626 0.0796968 0.0671676 0.056092 0.267713 0.193493 0.216804 0.187314 0.207356 0.197835 0.184923 0.226573 0.198729 0.210207 0.598251 0.180699 0.155916 0.153597 0.152938 0.200025 0.316721 0.186249 0.209533 0.196273
threshold=0.63141500000000017 -0.072629999999999986 0.077525000000000011 -0.086244999999999988 -0.55119499999999988 -0.012544999999999999 0.084755000000000011 0.40473500000000007 0.10530000000000002 -0.082389999999999977 0.082945000000000019 -0.10607499999999999 -0.097274999999999986 0.088295000000000012 0.10644500000000001 -0.016959999999999999 0.091820000000000013 -0.14322499999999996 0.086000000000000007 0.083925000000000013 0.084885000000000002 0.077045000000000016 -0.082144999999999982 0.087515000000000009 0.092805000000000012 0.11018500000000002 -0.080604999999999996 0.091410000000000005 0.090130000000000016 -0.069824999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -8 9 10 11 13 -13 14 15 -7 17 -14 19 21 -21 23 -11 24 25 26 -19 28 29 -28
right_child=-2 2 -4 4 5 8 7 -9 -10 22 -12 12 16 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0059581433731364089 -0.0045033546374685573 0.0050327586779451887 -0.0052971441215569418 -0.0044381400029505453 -0.0074883278264033229 -0.0035235092709107064 -0.0030184405453672464 0.0057036124216392637 0.0058912812685593969 -0.0087609107606112964 0.0088822856282767589 0.011259783650748431 0.0099709140904316752 0.0027471374471982322 0.0014223140936034421 -0.016814051001953583 -0.0081171643312858508 -0.003231552464034078 0.0096945765023322208 -0.016616575550977831 0.0019901476340843756 0.0082490395405329774 -0.00010168485726937385 0.0064441949344025209 0.0046018902071880115 -0.0097565347639222942 0.0050843397730425226 -0.0015005152363918792 -3.954310302755663e-05 0.017451216905776942
leaf_weight=20 23 23 28 31 31 21 22 20 20 21 39 20 27 30 21 24 23 167 23 27 48 32 2117 39 58 24 33 53 35 21
leaf_count=20 23 23 28 31 31 21 22 20 20 21 39 20 27 30 21 24 23 167 23 27 48 32 2117 39 58 24 33 53 35 21
internal_value=0 3.34336e-05 -5.06358e-06 4.35195e-05 5.60981e-06 5.15899e-05 -0.00252701 0.00113492 0.000115989 7.62002e-05 0.000811053 0.000377474 0.00101475 -0.00380467 -0.00678276 -0.0106118 0.00067885 0.0010235 0.000592105 0.000202241 -0.00470827 0.000999402 -0.000186738 0.000459894 -0.000137005 -0.000962398 -0.000279359 0.00319259 0.00598736 0.00989368
internal_weight=0 3098 3078 3050 3027 2996 73 42 2923 2903 765 726 630 96 66 45 610 587 560 537 75 462 2138 430 391 333 309 142 89 54
internal_count=3121 3098 3078 3050 3027 2996 73 42 2923 2903 765 726 630 96 66 45 610 587 560 537 75 462 2138 430 391 333 309 142 89 54
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=31
num_cat=0
split_feature=12 10 10 1 1 1374 1 457 49 447 48 16 9 49 4 4 159 150 0 124 34 34 15 2 39 13 52 2 16 16
split_gain=0.0505596 0.0926944 0.234008 0.0976268 0.078915 0.0595557 0.237716 0.0653898 0.156799 0.0821619 0.107811 0.194643 0.110824 0.104594 0.107277 0.103496 0.22679 0.102357 0.0980303 0.0929181 0.0926897 0.120464 0.126216 0.0956406 0.0788378 0.0947091 0.405051 0.264999 0.0891138 0.240263
threshold=0.23631000000000002 -0.15926999999999997 -0.089679999999999982 0.13820500000000002 0.16175000000000003 -0.067869999999999986 0.087695000000000009 0.10487 -0.052259999999999994 0.085205000000000017 -0.032929999999999994 -0.015314999999999997 0.097950000000000023 -0.0036199999999999995 -0.010024999999999997 0.51388000000000011 0.10620500000000001 0.11456000000000001 -0.24955499999999997 -0.078224999999999989 -0.085739999999999983 -1.0000000180025095e-35 -0.46743999999999997 -0.0091949999999999983 0.12240500000000001 -0.17933499999999997 0.084735000000000019 0.11177500000000001 -0.0068949999999999992 -0.0083599999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -4 9 -9 10 11 -7 15 14 -11 18 19 -16 -12 -17 -20 -22 -23 -24 25 26 27 -25 29 -27
right_child=-2 2 4 -5 -6 7 -8 8 -10 13 12 -13 -14 -15 17 16 -18 -19 20 -21 21 22 23 24 -26 28 -28 -29 -30 -31
leaf_value=4.4278621706845509e-05 -0.0046712365001440048 -0.01031429899898781 -0.0022105302552089972 0.0085540073028264139 0.0062973336130380635 -0.010627340558157476 0.010788128377559285 0.0024232060927897696 -0.0098108394664119594 0.0073542184149846439 0.0066836504815992988 0.00041796393895474006 0.0069017443401010146 0.0093341514328494669 -0.0068646450442611242 -0.004335341656891009 -0.011283888479766364 0.0023112493011379436 -0.0063398800101941051 0.0042162667431747888 0.0057015676479283224 0.0074963396542112939 -0.0062653873115777973 0.0086925517553463581 0.0059104637242853647 0.00025629132167965152 -0.015064429194370116 -0.0045639970211165124 -0.00086785320721575977 0.0087515254011925527
leaf_weight=28 23 22 34 26 20 27 24 20 22 20 22 39 23 20 20 24 26 31 23 27 37 22 25 25 22 1598 22 38 777 34
leaf_count=28 23 22 34 26 20 27 24 20 22 20 22 39 23 20 20 24 26 31 23 27 37 22 25 25 22 1598 22 38 777 34
internal_value=0 3.46799e-05 -3.81753e-05 0.00414156 3.66344e-05 -5.07584e-06 0.00316823 -6.75933e-05 -0.0039851 -1.08961e-05 -0.000106632 -0.00410057 -1.06033e-05 0.00294641 0.00114705 -6.90103e-05 -0.00368299 -0.00128714 3.61981e-05 0.00019198 -1.95564e-05 3.63542e-05 -4.543e-05 -0.000110727 -4.95715e-05 -0.000102146 -0.00338277 0.000696538 1.36087e-05 0.000433275
internal_weight=0 3098 3044 54 3022 3002 58 2944 42 2902 2811 66 2745 91 71 2722 77 51 2645 51 2623 2600 2563 2541 2516 2494 85 63 2409 1632
internal_count=3121 3098 3044 54 3022 3002 58 2944 42 2902 2811 66 2745 91 71 2722 77 51 2645 51 2623 2600 2563 2541 2516 2494 85 63 2409 1632
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=31
num_cat=0
split_feature=45 3 11 104 13 0 12 42 394 47 12 150 403 12 52 4 13 475 4 15 3 0 0 12 43 0 1 42 16 131
split_gain=0.0522656 0.0545301 0.247493 0.0599772 0.0515552 0.142428 0.319424 0.295888 0.169885 0.14609 0.227127 0.225142 0.141343 0.143332 0.291048 0.197495 0.186452 0.160871 0.146581 0.133332 0.109375 0.237979 0.209881 0.19148 0.18118 0.171274 0.155939 0.222362 0.211513 0.162953
threshold=-0.067109999999999989 0.63141500000000017 -0.014494999999999999 0.079665000000000014 0.0015850000000000003 -0.097024999999999986 0.086095000000000019 -0.044809999999999996 -0.081744999999999984 0.085270000000000026 0.097325000000000009 0.083250000000000005 0.087735000000000021 0.091475000000000015 0.088785000000000017 -0.50052499999999989 0.095710000000000017 -0.080769999999999995 -0.086394999999999986 0.088235000000000022 -0.08824499999999999 -0.0058249999999999994 -0.079119999999999982 0.088930000000000023 0.035560000000000008 0.062580000000000011 0.099195000000000019 0.088915000000000008 -0.092124999999999985 0.098515000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 20 6 -6 -8 -7 11 -11 12 13 14 16 -15 18 -17 -10 -14 21 22 24 -24 26 -23 27 28 -4 -30
right_child=1 -3 3 -5 5 8 7 -9 9 10 -12 -13 19 15 -16 17 -18 -19 -20 -21 -22 25 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00497201220797641 0.010888092819645647 -0.0049272146115651016 -0.0077625689096748832 -0.0049845701025333262 0.0096146075246043711 -0.0087437165256900092 -0.01139725126503479 0.0050205958035329122 -0.011851859507150949 -0.013381497533587012 -0.00091021578176878396 0.0091071605798788372 0.0079727303178515289 0.0077827391387135895 -0.014656545778574503 -0.0096084877316440862 0.0057061744195854537 -0.00036223448503190701 -0.0011744364087159435 -0.0024355353368446233 -4.7360020771459524e-05 0.015290116647347099 -0.011602711237197661 1.6376965150639819e-05 0.0081365415881875722 0.0025183547997758501 -0.0074446641793474563 0.010646292822435498 0.0036371468792616903 -0.0042698696525555781
leaf_weight=21 21 22 26 24 39 30 21 23 20 23 40 24 32 27 23 21 23 181 36 20 2078 21 23 37 42 21 20 25 124 33
leaf_count=21 21 22 26 24 39 30 21 23 20 23 40 24 32 27 23 21 23 181 36 20 2078 21 23 37 42 21 20 25 124 33
internal_value=0 3.36814e-05 6.91394e-05 -5.18119e-06 3.42205e-05 -0.000810959 0.00302531 -0.00281519 -0.00144778 -0.000982082 -0.00546322 -0.000288441 -0.0008772 -0.00163862 -0.00475662 -0.00024982 -0.00187437 -0.00132348 -0.0049878 0.00396955 0.000235339 0.0018145 0.00091217 -0.00443761 0.00210101 0.00890424 0.000989201 0.00180015 0.00059166 0.00197516
internal_weight=0 3100 3078 3057 3033 583 83 44 500 470 63 407 383 331 102 229 79 202 56 52 2450 372 330 60 270 42 228 208 183 157
internal_count=3121 3100 3078 3057 3033 583 83 44 500 470 63 407 383 331 102 229 79 202 56 52 2450 372 330 60 270 42 228 208 183 157
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=31
num_cat=0
split_feature=399 1201 133 403 399 132 132 52 1204 43 1 403 400 131 42 15 131 2 131 150 150 4 39 42 40 48 48 42 1 457
split_gain=0.0512883 0.0669047 0.0623906 0.103391 0.110197 0.0509746 0.109003 0.485677 0.219235 0.115099 0.0765763 0.0945818 0.158411 0.0730913 0.109412 0.0935087 0.0856346 0.217924 0.139094 0.0976785 0.359383 0.200709 0.142868 0.259011 0.254635 0.149034 0.131739 0.146415 0.350461 0.20892
threshold=-0.087854999999999989 -0.072239999999999985 -0.46007999999999999 0.035175000000000005 0.10695000000000002 -0.43443999999999999 -0.083919999999999981 0.092965000000000006 -0.080654999999999991 0.28064000000000006 0.096575000000000008 -0.081224999999999992 -0.082454999999999987 0.11767000000000001 0.096035000000000023 0.09006500000000002 0.10340500000000001 0.088850000000000012 0.10970000000000001 0.083095000000000016 0.084335000000000007 -0.55119499999999988 0.090880000000000016 0.081660000000000024 -0.08440499999999998 0.10255000000000002 0.092805000000000012 0.083715000000000026 0.092390000000000014 0.085230000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 10 -8 13 11 12 -7 16 15 -15 19 18 -18 21 -21 -10 24 -24 -22 26 27 28 29 -26
right_child=1 2 5 -5 -6 6 8 -9 9 -11 -12 -13 -14 14 -16 -17 17 -19 -20 20 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0037009972802086455 -0.0053036797869329654 -0.0029736059148692423 -0.0042501647747924618 0.008238053166617949 0.0060096880611540246 0.0028098486874979442 -0.0086765868092576661 0.015317828867584468 -0.0091726961508393282 -0.0076407085452228785 -0.0056714631445356645 0.0056805838214894454 -0.0072897246452048427 0.0049203045964241032 0.0091971224595216068 -0.0037287951260805128 -0.013333917065479218 0.0036621445698741201 -0.003039436380245856 0.014515445120632648 -0.010912644335767255 -0.00016161758002188758 0.013093891204334795 -0.0023147604521363977 -0.016568363467231392 -0.0069940507196841516 0.0080191633215656987 0.0029362957299637954 0.0022582731393757404 -0.0025935734905626461
leaf_weight=37 24 36 29 24 22 41 30 25 25 20 20 31 25 25 21 25 21 30 35 20 20 2191 24 20 20 23 27 133 74 23
leaf_count=37 24 36 29 24 22 41 30 25 25 20 20 31 25 25 21 25 21 30 35 20 20 2191 24 20 20 23 27 133 74 23
internal_value=0 -4.44024e-05 -3.15314e-06 0.00271801 0.00043385 -7.8081e-05 -3.70534e-05 0.00266602 -0.000173796 -8.19402e-05 -3.73546e-05 0.00112432 -0.00101575 -2.7107e-05 0.00313982 0.000595755 -0.00011082 -0.00321544 -0.00689987 -8.12808e-06 0.00146429 -0.000263277 0.000747197 0.00608996 1.2567e-05 0.000740914 0.00138317 0.00066648 -0.00191374 -0.00909348
internal_weight=0 3084 3060 82 58 2978 2949 142 2807 2777 117 97 66 2757 71 50 2686 86 56 2600 384 2216 364 44 320 300 277 250 117 43
internal_count=3121 3084 3060 82 58 2978 2949 142 2807 2777 117 97 66 2757 71 50 2686 86 56 2600 384 2216 364 44 320 300 277 250 117 43
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=31
num_cat=0
split_feature=1209 13 42 42 399 1201 128 128 42 128 12 4 128 399 470 129 130 130 130 0 11 131 16 129 129 42 129 475 475 2
split_gain=0.052761 0.159648 0.104555 0.177825 0.0560132 0.122436 0.0527682 0.16499 0.123739 0.114627 0.102219 0.096834 0.0958721 0.0906332 0.0837382 0.0774912 0.0987166 0.136065 0.195783 0.0792499 0.103117 0.0930473 0.147363 0.0992762 0.150315 0.11684 0.10805 0.0745982 0.273892 0.304341
threshold=0.082105000000000011 -0.088854999999999976 0.11747 0.085465000000000013 -0.087464999999999987 -1.0000000180025095e-35 0.10001500000000001 0.093785000000000021 -0.092814999999999981 0.10979500000000002 0.110195 -0.085594999999999991 0.089035000000000017 0.10788500000000002 0.079700000000000007 0.10359500000000001 0.11417500000000001 0.10700500000000002 0.101595 0.22582000000000002 0.10458500000000001 0.11697 0.64105000000000001 0.096450000000000022 0.08956500000000002 -0.091729999999999992 0.087825000000000014 -0.084169999999999981 -0.084784999999999985 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -6 7 12 9 11 -10 -8 13 14 15 16 17 18 19 20 21 22 23 24 26 -26 27 28 29 -7
right_child=1 2 -4 -5 5 6 8 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0046076083276420836 0.0094206890941638029 0.0015759176019131595 0.0060119310233356623 -0.0064278745080005861 -0.0079433383513242001 0.0066385723786942415 0.0018240231300958179 0.0071336206921841956 -0.011447539499827795 0.0053175032005778385 -0.0015808343698847154 -0.0075584544292227789 -0.0069869600981473925 0.0059553652533213611 -0.0063836111154939451 0.0052859913557767868 -0.0049672357495604428 0.0081945322826504716 -0.0094788256185975948 -0.005980867181311955 0.0068635154684836223 0.0048338917881035467 -0.0078867576565244246 -0.0070292904315283527 0.00083907188381999738 0.011518887344609539 -0.0073772323364391925 -0.0001713034693942389 0.012635763568271483 -0.002052156143349059
leaf_weight=25 23 103 29 38 20 58 22 32 21 28 21 22 20 25 21 27 41 20 22 22 22 39 24 20 21 20 20 2162 21 132
leaf_count=25 23 103 29 38 20 58 22 32 21 28 21 22 20 25 21 27 41 20 22 22 22 39 24 20 21 20 20 2162 21 132
internal_value=0 0.00160146 0.000543566 -0.000581133 -0.000105561 -0.00014615 -9.20588e-05 -5.25182e-06 -0.00220055 0.000315731 -0.00651419 -0.00286722 -8.87169e-05 -3.79385e-05 -9.3597e-05 -4.41435e-05 -9.85738e-05 -2.18872e-05 -8.55064e-05 -4.81406e-06 4.69674e-05 -1.26131e-05 -8.88898e-05 -1.2627e-05 4.50284e-05 0.00604874 -5.7835e-05 3.85399e-06 0.0017986 0.000600803
internal_weight=0 193 170 141 2928 2903 2883 2769 114 72 42 44 2737 2717 2692 2671 2644 2603 2583 2561 2539 2517 2478 2454 2434 41 2393 2373 211 190
internal_count=3121 193 170 141 2928 2903 2883 2769 114 72 42 44 2737 2717 2692 2671 2644 2603 2583 2561 2539 2517 2478 2454 2434 41 2393 2373 211 190
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=31
num_cat=0
split_feature=104 11 1451 1451 159 481 484 1456 1447 160 12 158 484 158 50 159 484 12 12 49 481 481 1375 15 457 1374 44 151 49 0
split_gain=0.0478211 0.160899 0.0446415 0.0669639 0.0695594 0.0660818 0.345585 0.372568 0.36291 0.123564 0.118229 0.0892293 0.079895 0.110853 0.103365 0.0787776 0.0909823 0.192068 0.218839 0.184431 0.107737 0.14665 0.085551 0.365443 0.122212 0.154952 0.0985717 0.0949721 0.0966717 0.567027
threshold=0.083745000000000014 -0.014494999999999999 0.089825000000000002 0.081365000000000007 0.16394500000000004 -0.082304999999999989 -0.081614999999999979 0.087690000000000004 -0.083449999999999983 -0.55045999999999984 0.085955000000000018 0.13509500000000002 -0.23993499999999998 0.092615000000000017 -0.47248999999999991 0.12082500000000002 0.098800000000000013 0.087830000000000005 0.093965000000000007 0.0093850000000000027 0.0028200000000000005 0.10867000000000002 -0.15308499999999997 -0.020484999999999996 0.10487 -1.0000000180025095e-35 0.094585000000000016 -0.5145249999999999 -0.0087849999999999977 -0.23051499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 10 -8 -7 -3 12 13 -11 -14 16 20 19 -19 -18 22 -22 23 -16 25 -24 27 -27 -29 -30
right_child=-2 2 -4 -5 -6 9 8 -9 -10 11 -12 -13 14 -15 15 -17 17 18 -20 -21 21 -23 24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0089788533467799435 0.0039733050204813483 -0.0013979239030075927 0.0036778535136501446 -0.0055171386592767456 -0.0052328948806971316 -0.0061188144425889761 0.01878110155285824 -0.01365051800850779 0.0015197121955711267 -0.0086371308844536542 0.0079573111291128124 0.0058671409362712167 0.0072129362449049952 0.0013512415112927557 0.01073780416045338 -0.0044645970848460606 -0.0021509478748889597 0.0082035216192404437 -0.0040209783502177746 -0.013048452746123077 0.010896096988157793 0.00022064431480342344 0.0082506779965985082 -0.0064936340227723134 -0.0070894508227259696 -0.0063215610008531559 0.0061280598299792753 -0.001375647250097245 0.016640138909930276 0.00011905472690526039
leaf_weight=20 30 35 33 22 25 33 21 20 29 25 22 26 20 20 32 39 41 27 32 25 22 31 23 20 24 24 26 420 21 1933
leaf_count=20 30 35 33 22 25 33 21 20 29 25 22 26 20 20 32 39 41 27 32 25 22 31 23 20 24 24 26 420 21 1933
internal_value=0 -3.85633e-05 1.96607e-05 -2.00761e-05 2.00218e-05 6.39278e-05 0.00229605 -0.00190749 0.0087695 -3.50523e-05 0.00221287 3.58641e-05 -1.8187e-05 -0.00419785 4.99598e-05 -2.32475e-06 6.21064e-05 -0.00257261 0.00157328 -0.00627879 0.000189956 0.00465196 9.62235e-05 0.00411033 1.17502e-05 8.13983e-05 3.88447e-06 -6.25161e-05 7.5984e-07 0.00029661
internal_weight=0 3091 3071 3038 3016 2991 127 77 50 2864 57 2831 2805 45 2760 2740 2701 125 59 66 2576 53 2523 52 2471 2447 2424 2398 2374 1954
internal_count=3121 3091 3071 3038 3016 2991 127 77 50 2864 57 2831 2805 45 2760 2740 2701 125 59 66 2576 53 2523 52 2471 2447 2424 2398 2374 1954
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=31
num_cat=0
split_feature=151 151 13 13 133 13 16 133 1212 1211 4 1213 4 16 0 16 0 43 16 43 1213 13 482 133 4 2 16 456 1 456
split_gain=0.044732 0.0884583 0.0559155 0.180177 0.41921 0.346745 0.303644 0.216045 0.257984 0.205354 0.184443 0.183445 0.217428 0.493511 0.324674 0.194831 0.261312 0.408642 0.193938 0.182788 0.177618 0.168774 0.160879 0.160064 0.145871 0.355757 0.27654 0.26902 0.219506 0.210347
threshold=0.26665000000000005 0.12955000000000003 -0.077799999999999994 -0.081029999999999977 0.092845000000000011 -0.081659999999999996 -0.040964999999999994 0.12330000000000001 0.11387000000000001 0.080695000000000003 -0.011559999999999999 0.039620000000000009 -0.075889999999999999 -0.095564999999999983 -0.04917499999999999 1.0000000180025095e-35 -0.085669999999999982 -0.0087399999999999995 -0.072804999999999981 0.035560000000000008 -1.0000000180025095e-35 -0.084419999999999981 0.087425000000000017 -0.054584999999999995 0.0033150000000000007 0.091185000000000002 -0.0092699999999999987 0.041000000000000002 0.11353000000000001 0.041000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 7 -5 8 9 11 -8 12 13 -1 19 16 -15 -18 -19 21 -11 22 24 -21 25 26 29 -28 -27 -14
right_child=-2 -3 -4 4 -6 -7 10 -9 -10 20 -12 -13 14 15 -16 -17 17 18 -20 23 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.015502764802012179 -0.003909157418218393 0.0065048086944790116 -0.00035233959244404468 0.018802273798792159 -0.004979045673140458 -0.010137554365792313 -0.00020049029162951882 0.0098076172328243668 -0.0092577364245828766 0.013821777674768651 0.010583705707164161 0.007503844690720806 0.0046587335097705721 0.001738007352276541 -0.010930622231377208 0.0047786662757227372 -0.018670700454995744 -0.0067468136986340022 0.0052851062711505668 0.0019303867358460344 0.00081563951403257394 0.0035720261715841647 0.0063290317063078739 0.010507385434660441 -0.0030571812089809978 0.014660218461918144 -0.010839585155869524 0.0022704735087851684 0.00072543545742519199 -0.0035202996985639872
leaf_weight=27 29 21 1858 20 35 32 35 24 28 21 29 33 82 68 23 44 21 37 21 55 21 139 33 36 183 26 45 24 20 51
leaf_count=27 29 21 1858 20 35 32 35 24 28 21 29 33 82 68 23 44 21 37 21 55 21 139 33 36 183 26 45 24 20 51
internal_value=0 3.66641e-05 -7.56609e-06 0.000520537 0.00421588 0.000118576 0.00804709 0.000427612 0.000210733 0.000473226 0.0046861 0.000176211 -8.24115e-05 -0.00284797 0.000758443 -0.00105908 -0.00280643 -0.0067181 -0.00239043 0.00114583 0.00731871 0.000515374 -0.000400304 0.00532349 -0.000915543 0.000664779 -0.00114262 -0.00627956 0.00860162 0.00152241
internal_weight=0 3092 3071 1213 119 1094 84 1062 1038 1010 64 968 935 218 717 191 147 79 58 694 42 603 464 91 431 248 202 69 46 133
internal_count=3121 3092 3071 1213 119 1094 84 1062 1038 1010 64 968 935 218 717 191 147 79 58 694 42 603 464 91 431 248 202 69 46 133
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=31
num_cat=0
split_feature=1447 1446 160 479 159 1446 3 481 1416 1425 1420 3 1426 480 1453 1 1453 1420 153 471 475 155 155 15 11 11 1 1 474 156
split_gain=0.0483835 0.196015 0.107378 0.0853821 0.0775107 0.0726336 0.0836059 0.0603103 0.0668137 0.109781 0.0685099 0.0668941 0.0644912 0.0638744 0.0770424 0.324988 0.545743 0.130292 0.143921 0.0805674 0.0838271 0.187652 0.114418 0.200308 0.110968 0.17436 0.205047 0.0987796 0.0938031 0.144885
threshold=-0.085804999999999979 0.087090000000000015 -0.54913999999999985 0.098570000000000005 -0.020314999999999996 0.083715000000000026 -0.085784999999999986 0.0051300000000000009 1.0000000180025095e-35 0.10499500000000002 -0.083279999999999979 0.63141500000000017 0.069770000000000013 -0.085809999999999984 -0.065549999999999983 0.090740000000000015 -0.080524999999999985 -0.051294999999999993 0.084695000000000006 0.09203500000000002 -0.24482499999999999 0.11245500000000001 0.086015000000000022 -0.052074999999999989 0.078065000000000009 0.081365000000000007 0.097525000000000014 0.11230000000000001 0.096630000000000008 0.094415000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 7 -2 -1 -7 8 9 10 -4 12 13 -12 15 16 -15 -16 19 20 -19 22 24 -24 28 -26 -27 -28 29 -22
right_child=2 -3 3 -5 -6 6 -8 -9 -10 -11 11 -13 -14 14 17 -17 -18 18 -20 -21 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.0026553704392618355 0.00067423212989840831 -0.0080346330800534198 -0.0045715663603914441 -0.0047686985492504941 0.0087980518098144493 0.008152869250625373 -0.0001940789989506205 0.0049559987708926202 0.0047988984984715056 -0.0070620868206870829 0.0047526929300711973 -0.0054107421416450634 0.0057832889445126063 0.00083854019105660199 0.0069087835427905841 0.0077413571532815697 -0.019783154196505035 -0.005584955227543386 -0.0083995747670996945 0.0061418255791068077 -1.8924710162294409e-05 0.0076140376612205398 0.00023930066098005345 -0.011372015764936806 0.011368429159656877 -0.0040867805333308334 0.010833822275162676 0.0021898711601702069 -0.0039237440765039844 0.0063755824757714035
leaf_weight=38 23 37 32 37 24 20 30 25 29 22 29 22 20 33 28 20 21 26 20 22 2250 33 39 24 21 41 20 39 60 36
leaf_count=38 23 37 32 37 24 20 30 25 29 22 29 22 20 33 28 20 21 26 20 22 2250 33 39 24 21 41 20 39 60 36
internal_value=0 -0.0019276 8.04241e-05 4.84569e-06 0.00482257 0.000640124 0.0031447 6.54986e-05 2.31492e-05 -2.53101e-05 2.9277e-05 8.17831e-05 0.000125218 8.4247e-05 3.47099e-05 -0.00314794 -0.00718101 0.000123283 5.10694e-05 0.0001158 6.45944e-05 0.000121905 2.4182e-05 -0.00418406 0.000131648 0.0030848 0.00134523 0.00512002 -2.06668e-05 8.17762e-05
internal_weight=0 125 2996 2949 47 88 50 2912 2887 2858 2836 2804 2782 2762 2733 74 54 2659 2631 2611 2589 2563 2530 63 2467 121 100 59 2346 2286
internal_count=3121 125 2996 2949 47 88 50 2912 2887 2858 2836 2804 2782 2762 2733 74 54 2659 2631 2611 2589 2563 2530 63 2467 121 100 59 2346 2286
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=31
num_cat=0
split_feature=402 133 403 133 43 43 4 401 13 4 43 43 402 41 2 2 14 157 16 11 130 49 49 16 1 49 49 16 49 49
split_gain=0.0455668 0.205982 0.310953 0.0828851 0.130715 0.19432 0.175839 0.0941618 0.0908593 0.0744056 0.0733174 0.0720103 0.0600085 0.0607284 0.118728 0.230819 0.0906051 0.208017 0.292094 0.0880141 0.0933665 0.101386 0.131413 0.117464 0.138857 0.099152 0.200633 0.262849 0.15885 0.224842
threshold=0.095250000000000015 0.11269500000000002 -0.22642499999999996 -0.015164999999999998 -0.0047449999999999992 -0.0084099999999999991 -0.078439999999999996 0.10977000000000002 -0.070999999999999994 -0.58204499999999992 -0.53814999999999991 0.0010100000000000003 0.09277500000000001 0.085095000000000018 0.11474000000000002 0.09580000000000001 0.057600000000000005 -0.029304999999999998 -0.080954999999999985 0.099410000000000012 -0.22461999999999996 -0.14917999999999998 -0.090734999999999982 -0.44310499999999992 0.10828500000000001 0.12899500000000003 0.11560500000000001 -0.011734999999999997 0.11136000000000001 0.10877000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 5 6 -4 -8 11 -1 -11 -6 13 16 15 -15 19 -18 -19 20 -12 23 -23 -22 -25 26 28 -28 29 -24
right_child=1 -3 3 -5 8 -7 7 -9 -10 10 12 -13 -14 14 -16 -17 17 18 -20 -21 21 22 25 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0055439542084932333 0.013494980148971082 -0.0079364881173453541 0.0072574443518533373 -0.0041793401870462632 -0.0040741585311479872 0.012027859262889252 -0.0075481082219630491 0.0019324911419640889 -0.0068939491208376627 0.0053270321339368822 -0.0058603580508913315 0.0033390214335859607 -0.0054380145101320179 0.0044169118317464989 0.0077521285379369715 -0.0087964913900941601 0.0051154234978769515 -0.001139636731118356 -0.01561847970905629 0.0053306111836961163 0.0023146827332675458 0.0043810166930437419 -5.9089960131773975e-05 -0.012513583280484786 -0.0011452367911780519 0.0026224463253079863 -0.015273605724796652 -0.0013449449724118627 0.0081963060342747241 -0.01045549656264484
leaf_weight=25 22 22 32 27 20 24 20 22 21 25 28 38 21 39 29 20 21 38 22 30 20 68 2209 22 21 129 20 42 23 21
leaf_count=25 22 22 32 27 20 24 20 22 21 25 28 38 21 39 29 20 21 38 22 30 20 68 2209 22 21 129 20 42 23 21
internal_value=0 0.00130053 0.00219971 0.000981588 0.00176885 0.00420877 0.00167285 -0.00258208 -0.00125789 -0.000112263 -6.45828e-05 0.000782752 -0.00011233 -7.24159e-05 0.00251297 -6.22079e-05 -0.000156246 -0.00345048 -0.00644855 -5.49039e-05 -0.000116973 -5.45205e-05 4.48506e-05 -0.00401675 -0.0069616 -7.57956e-05 -0.000226151 -0.00583806 -7.17178e-05 -0.000156993
internal_weight=0 248 226 204 177 98 74 42 79 2873 2848 58 2823 2802 88 59 2714 81 60 2633 2603 2575 2512 63 43 2444 2315 62 2253 2230
internal_count=3121 248 226 204 177 98 74 42 79 2873 2848 58 2823 2802 88 59 2714 81 60 2633 2603 2575 2512 63 43 2444 2315 62 2253 2230
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=31
num_cat=0
split_feature=1456 484 160 2 1451 51 153 4 475 160 3 1446 1 1 12 1455 158 133 1453 12 1 0 1 1186 130 1374 16 0 52 1
split_gain=0.0441432 0.199393 0.280231 0.234686 0.113187 0.110926 0.111856 0.105156 0.090886 0.0819514 0.159481 0.0893497 0.368339 0.311236 0.132658 0.0954172 0.207496 0.169008 0.130976 0.37722 0.106652 0.246256 0.165816 0.223594 0.260455 0.166885 0.152735 0.14806 0.482205 0.417602
threshold=0.088910000000000017 -0.081614999999999979 -0.064219999999999985 0.087995000000000004 0.091400000000000009 -0.46621499999999999 0.08351500000000002 -0.0052149999999999992 -0.0095899999999999978 -0.55323499999999981 -0.082484999999999989 0.087240000000000012 0.09202500000000001 0.083135000000000014 0.087830000000000005 -0.088874999999999982 -0.47287499999999999 0.047850000000000011 -0.077384999999999995 0.08401500000000002 0.085345000000000018 -0.15931499999999996 0.087695000000000009 0.060550000000000007 0.0029050000000000005 -0.067869999999999986 -0.087659999999999988 -0.13843999999999998 0.008405000000000001 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 7 -2 5 -1 9 -3 -5 10 -7 15 13 14 -13 17 -17 -11 19 -18 21 -20 26 24 25 -24 -22 28 29 -27
right_child=1 2 -4 8 -6 6 -8 -9 -10 11 -12 12 -14 -15 -16 16 18 -19 20 -21 22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0066595970951020718 -0.01479169371072203 0.0028799574032587851 0.01191695268265903 -0.0067058641216863188 0.0072259551739658825 -0.010784502900205554 -0.0069761824186729358 -0.0063214982652829753 0.0024216855369256036 0.0014945363493946691 0.0018440821999683979 -0.0031812741490149943 -0.0087777448152857162 0.015092159895441279 0.006731598688013575 0.0099714923295236776 -0.015824308353476226 -0.0089529911929275841 0.010943486881644829 0.001142665479748853 -0.011787811235990375 0.00051196738978092076 0.0074874833812592209 -0.0085461832655710172 0.011241017039865256 0.0097852801453442353 -0.0019469283905852099 0.00013371609855236026 -0.01392700723090181 -0.0029221819710726731
leaf_weight=25 20 23 20 20 22 20 23 27 24 30 20 27 21 26 27 21 20 32 23 38 24 1408 27 32 20 31 46 835 33 156
leaf_count=25 20 23 20 20 22 20 23 27 24 30 20 27 21 26 27 21 20 32 23 38 24 1408 27 32 20 31 46 835 33 156
internal_value=0 -0.00177562 0.00191282 -0.00580985 7.96562e-05 2.66314e-05 -2.97714e-05 -0.00208883 -0.0017272 2.49998e-05 -0.00447021 8.74983e-05 0.00300913 0.00610319 0.00177516 -1.88003e-05 6.98121e-05 -0.00389774 -7.40113e-06 -0.00470802 9.60659e-05 0.00067963 -0.000597522 -0.000305953 -6.66721e-05 -0.000275687 -0.00532095 -0.000474365 -0.00278231 -0.000815597
internal_weight=0 134 70 64 2987 2965 2940 50 44 2917 40 2877 101 80 54 2776 2714 62 2693 58 2635 1431 1204 1134 1102 1082 70 1055 220 187
internal_count=3121 134 70 64 2987 2965 2940 50 44 2917 40 2877 101 80 54 2776 2714 62 2693 58 2635 1431 1204 1134 1102 1082 70 1055 220 187
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=31
num_cat=0
split_feature=15 3 45 11 104 97 31 12 40 0 40 1 2 15 2 15 13 2 2 470 3 1 160 4 3 457 4 1 160 2
split_gain=0.0482633 0.0842871 0.0696028 0.219576 0.056558 0.0498006 0.0511772 0.0572367 0.089552 0.217504 0.116995 0.070597 0.235553 0.126299 0.162818 0.251981 0.161221 0.143377 0.134915 0.0970511 0.0989102 0.635705 0.126732 0.108435 0.0997889 0.203699 0.283852 0.351417 0.236641 0.235033
threshold=-0.56368999999999991 0.63141500000000017 -1.0000000180025095e-35 -0.014494999999999999 0.079665000000000014 -0.086244999999999988 -0.082659999999999997 0.22926500000000002 -0.085774999999999976 -0.098289999999999975 -0.082294999999999993 0.14554000000000003 0.14838000000000004 -0.41396999999999995 0.14019000000000004 -0.028889999999999996 -0.081029999999999977 0.13754500000000003 0.10222000000000002 0.079700000000000007 0.10732000000000001 0.090740000000000015 0.050340000000000003 -0.011209999999999999 -0.0049599999999999991 0.091015000000000013 0.071150000000000005 0.092390000000000014 -0.08538999999999998 0.094835000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 8 9 -8 -10 13 -13 17 19 16 -16 18 -12 20 24 -22 23 -23 -15 26 27 28 -26 -29
right_child=1 -3 3 4 -6 6 7 -9 10 -11 11 12 -14 14 15 -17 -18 -19 -20 -21 21 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.004376150850206614 -0.0057306785757342974 -0.0065061420202255256 0.010236427746713163 0.0047545753059570093 -0.0048595849874800484 -0.0049399346401471471 0.0018291304947744157 0.0045139749268335956 0.0059668511039379871 -0.010898916654288771 -0.0077891306108896349 0.011188220198329707 -0.0038066338514909149 -8.2969126184451937e-05 0.0032781232727713706 -0.0012158328279231988 0.015397033868762462 -0.010540123504546027 0.0014948431550933772 -0.0068681636825203901 -0.019134224746376279 0.0033603440081192691 0.0071583834609815064 -0.0035930671695885916 0.0053391340919701829 -0.0073268497548997407 0.011851258613023675 0.017094820915954188 -0.0047612065130410953 0.0019476277665013359
leaf_weight=25 21 20 21 22 24 21 29 28 33 25 23 22 20 2264 21 42 23 23 49 21 20 33 21 70 34 20 32 20 73 21
leaf_count=25 21 20 21 22 24 21 29 28 33 25 23 22 20 2264 21 42 23 23 49 21 20 33 21 70 34 20 32 20 73 21
internal_value=0 -3.53371e-05 6.73571e-06 4.61746e-05 -2.43578e-05 1.41955e-05 -2.07069e-05 1.41107e-05 -2.87598e-05 -0.00406348 4.67602e-05 -2.17402e-05 0.00404781 -8.25662e-05 4.28414e-05 0.0043245 0.00961301 -0.00366658 -0.00147087 -9.72206e-05 -4.27e-05 -0.00259015 7.82476e-05 -0.00136528 0.000106177 0.00224731 0.00331111 0.00146459 -0.00155175 0.0093365
internal_weight=0 3096 3076 3055 3034 3010 2988 2967 2939 54 2885 2852 42 2810 2715 86 44 95 72 2629 2608 144 124 103 2464 200 180 148 107 41
internal_count=3121 3096 3076 3055 3034 3010 2988 2967 2939 54 2885 2852 42 2810 2715 86 44 95 72 2629 2608 144 124 103 2464 200 180 148 107 41
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=31
num_cat=0
split_feature=104 11 1206 402 402 402 403 403 0 43 42 150 157 48 49 52 43 4 474 157 124 4 52 50 16 12 47 1 43 3
split_gain=0.045414 0.16523 0.041901 0.0465829 0.218682 0.145091 0.0579393 0.359612 0.258319 0.255031 0.079746 0.186905 0.17622 0.154642 0.141545 0.117023 0.10885 0.110146 0.144478 0.112961 0.0937972 0.175081 0.133574 0.123823 0.120873 0.106285 0.0903218 0.147421 0.108331 0.113738
threshold=0.083745000000000014 -0.014494999999999999 1.0000000180025095e-35 -0.46267499999999995 -0.43418999999999991 -0.47056499999999996 -0.53960999999999981 -0.53101999999999994 -0.086409999999999987 -0.041049999999999996 0.09796500000000001 0.093625000000000014 -1.0000000180025095e-35 0.099800000000000014 0.10299000000000001 0.4002400000000001 -0.53814999999999991 -0.52556499999999995 -0.25711499999999993 -0.0062799999999999991 -1.0000000180025095e-35 0.09173000000000002 0.096795000000000006 0.096640000000000018 -0.08231999999999999 0.10645 0.13910500000000003 0.13756000000000004 0.0061450000000000003 0.31370500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 8 -8 -6 -10 16 12 -12 14 15 20 -9 19 -19 -18 -14 22 23 24 -22 -23 27 -20 29 -29
right_child=-2 2 -4 4 6 -7 7 10 9 -11 11 -13 13 -15 -16 -17 17 18 26 -21 21 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0090974051953526223 0.0038720127319296204 -0.00072686065686866641 0.0045836671441793443 -0.0093773458823561678 -0.0067364661111718131 0.0097047549400303985 -0.011765063359724501 -0.0065675585566518403 -0.00047960082385023798 0.013017263696903165 -0.0047974320023410752 -0.0074861167464405302 0.0082617671284622145 -0.0036441760201906337 0.011548566299936046 0.0099345740740713877 -0.00076235740445554259 -0.0068286914669442927 -0.00015540283650109001 0.0093205218575894838 0.012467554490722252 -0.0075287771910162908 -0.0034489731118082997 -0.0010463054804131389 0.0032448164894487022 0.0020159415830858052 -0.006596127436274574 0.010961771563723169 -0.001216703688260168 0.0020264132754943733
leaf_weight=20 30 40 20 25 21 20 26 26 28 28 31 21 23 29 23 23 20 32 2361 25 30 28 20 20 27 20 21 29 26 28
leaf_count=20 30 40 20 25 21 20 26 26 28 28 31 21 23 29 23 23 20 32 2361 25 30 28 20 20 27 20 21 29 26 28
internal_value=0 -3.75802e-05 2.14222e-05 -8.48431e-06 -6.38269e-05 0.00275034 1.46754e-05 -5.74806e-05 0.00272193 0.00626883 4.88405e-05 0.00160599 0.00230283 0.00320863 0.00413728 0.00324482 -0.000130038 -6.41937e-05 -0.000152562 0.00483924 0.00232896 0.00138789 0.00383228 0.00572351 0.00809889 -0.00355181 -6.58938e-05 -9.78292e-06 0.00413249 0.00657247
internal_weight=0 3091 3071 3051 2991 60 2966 2889 77 56 2863 295 274 243 214 191 2568 2542 2497 45 168 145 97 77 57 48 2465 2444 83 57
internal_count=3121 3091 3071 3051 2991 60 2966 2889 77 56 2863 295 274 243 214 191 2568 2542 2497 45 168 145 97 77 57 48 2465 2444 83 57
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=31
num_cat=0
split_feature=13 133 1212 1211 1211 2 2 1 1208 1210 13 3 0 0 4 1452 401 4 1443 130 0 2 1456 3 3 1 457 0 3 43
split_gain=0.0451059 0.149004 0.162276 0.153032 0.152425 0.133158 0.679871 0.641054 0.218881 0.415828 0.190297 0.17551 0.489191 0.239821 0.165297 0.164562 0.132161 0.776023 0.197872 0.179573 0.133044 0.333013 0.223155 0.138391 0.212179 0.552089 0.308481 0.236446 0.331617 0.163923
threshold=-0.077799999999999994 0.12330000000000001 0.11387000000000001 0.080695000000000003 0.092635000000000009 0.073895000000000002 0.080205000000000012 0.086105000000000015 0.10233500000000001 -0.063274999999999984 -0.075974999999999987 -0.014944999999999998 -0.066089999999999996 -0.083674999999999986 -0.081839999999999982 0.11096000000000002 0.080190000000000011 -0.08835999999999998 0.08623500000000002 0.088045000000000012 -0.23811499999999999 0.10613000000000002 -0.24177999999999997 0.084940000000000015 0.095270000000000007 0.087865000000000013 0.092475000000000016 -0.033209999999999996 0.11924500000000002 -0.0019149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -2 9 -9 -11 13 -13 -12 -15 16 18 -18 20 -19 21 -8 -22 29 25 -25 27 28 -26 -24
right_child=5 -3 -4 4 -6 6 15 8 -10 10 11 12 -14 14 -16 -17 17 19 -20 -21 22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=0.00024974012325974657 -0.019300997029058638 0.007097775376204288 -0.0071030737342441391 0.012420809785613702 0.00037228582742890076 0.018475385149940848 -0.014141385354425596 -0.015551944015314803 0.009226561821997166 -0.010279503724450479 -0.0063476697689422018 0.0023513159816857519 -0.01445281462321873 0.0067509693876755513 0.0005926260462729261 0.0089132486656308182 -0.019458595504208157 -0.0033483190161253638 0.0099365100357681514 0.0056632984805818111 0.010361232573077792 0.0011040381682840617 0.00048314139182255441 -0.0023677363335578281 0.016336655191591252 0.02030051255687362 -0.010819360911846161 -0.0026772608677315159 0.00037669793760869652 -0.0021719202539401215
leaf_weight=1136 20 33 29 21 21 20 23 20 20 20 41 41 30 55 210 20 24 48 20 41 21 38 647 22 23 21 20 43 30 363
leaf_count=1136 20 33 29 21 21 20 23 20 20 20 41 41 30 55 210 20 24 48 20 41 21 38 647 22 23 21 20 43 30 363
internal_value=0 0.000468224 0.000286968 0.000468896 0.00639655 -0.000308664 0.000167978 -0.00179387 -0.000992627 -0.00148276 -0.00077398 -0.000269709 -0.00474902 0.000769609 0.00187077 -9.28114e-05 -0.000222957 -0.00350027 6.84172e-05 0.0008031 -8.93461e-05 -0.00464424 0.00014414 -3.94007e-05 0.00270286 0.0087028 0.000478746 0.00283252 0.00730272 -0.000471104
internal_weight=0 1240 1207 1178 42 1881 1424 457 437 417 397 377 71 306 265 1404 1384 113 1271 89 1251 61 1190 1169 159 43 116 96 53 1010
internal_count=3121 1240 1207 1178 42 1881 1424 457 437 417 397 377 71 306 265 1404 1384 113 1271 89 1251 61 1190 1169 159 43 116 96 53 1010
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=31
num_cat=0
split_feature=402 51 1212 4 15 50 401 1443 401 43 402 12 3 393 1186 4 16 133 1186 130 40 40 13 124 1 97 30 4 16 2
split_gain=0.0478552 0.191774 0.178325 0.182042 0.572942 0.238856 0.13092 0.0838987 0.0670267 0.176506 0.066125 0.0776163 0.0976215 0.0558094 0.153884 0.160664 0.116836 0.1159 0.0990016 0.081763 0.163915 0.09796 0.214782 0.0807103 0.3267 0.112535 0.105696 0.0873001 0.316522 0.180254
threshold=0.095250000000000015 0.092790000000000011 0.041590000000000009 -0.079764999999999989 0.087575000000000014 0.089390000000000011 0.092045000000000016 0.093200000000000019 0.10947000000000001 -0.53814999999999991 0.10389500000000002 0.089735000000000023 -0.077564999999999981 0.085075000000000012 0.049580000000000006 -0.082109999999999975 -0.090054999999999982 -0.015929999999999996 0.057025000000000006 -0.22461999999999996 -0.23755499999999996 -0.085774999999999976 -0.012549999999999997 -0.087104999999999988 0.10389500000000002 -0.083924999999999986 0.087020000000000014 -0.010024999999999997 -0.15241499999999997 0.08919500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 6 10 -2 8 9 -1 -5 -12 -13 18 16 -16 -15 -18 19 -11 -21 22 -22 24 -23 -25 27 28 -27 -30
right_child=1 -3 -4 5 -6 -7 -8 -9 -10 13 11 12 -14 14 15 -17 17 -19 -20 20 21 23 -24 25 -26 26 -28 -29 29 -31
leaf_value=0.0093442054931074381 -0.005795419593535675 0.010475439054980166 -0.0065605946245693401 0.005374152499384114 0.018622657818638762 -0.010711147046531552 0.0046496843240068607 -0.0062667735471305525 -0.0046921218384898475 -0.005920830726002654 -0.0042746035785724721 0.0075311667146161195 -0.0016865789717822163 0.0046081134459624688 0.012019087328109891 -5.8019999414682392e-06 -0.0078939852002939143 0.00094042678935114636 -0.0052517835145154462 0.0089609791780821992 0.0016148898830830026 -0.0031797754296444751 -0.010901951252554472 -0.0076042039878666395 0.010211131369828114 -0.011822152905166149 0.0058266896624506147 0.00054146152790541136 -0.0014453915761782228 0.00091231313654691461
leaf_weight=20 24 21 31 28 23 20 24 22 31 24 30 20 27 30 25 20 27 33 38 20 29 38 26 20 35 25 30 1045 780 555
leaf_count=20 24 21 31 28 23 20 24 22 31 24 30 20 27 30 25 20 27 33 38 20 29 38 26 20 35 25 30 1045 780 555
internal_value=0 0.00133278 0.000486987 0.00160166 0.0056454 -0.000695193 -0.000572868 -0.000115047 -6.75767e-05 -1.67395e-05 0.00121261 -0.000300681 0.00223587 -8.36034e-05 0.00190001 0.00667469 -0.000487335 -0.00303506 -0.000184086 -0.000110781 -5.7212e-05 -0.000127039 -0.00430216 -3.62039e-05 0.00324052 -0.000133638 -7.22782e-05 -0.000145862 -0.000673989 -0.000465222
internal_weight=0 248 227 196 71 125 48 2873 2851 2820 105 77 47 2800 135 45 90 60 2665 2627 2603 2583 55 2528 73 2455 2435 2405 1360 1335
internal_count=3121 248 227 196 71 125 48 2873 2851 2820 105 77 47 2800 135 45 90 60 2665 2627 2603 2583 55 2528 73 2455 2435 2405 1360 1335
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=31
num_cat=0
split_feature=1212 1212 1212 403 1212 1211 1211 15 402 402 1204 400 393 4 1213 42 1213 13 132 1186 133 1186 402 12 133 131 131 16 11 393
split_gain=0.0451981 0.0610018 0.150368 0.0680498 0.0651556 0.0701915 0.171128 0.128572 0.112481 0.127768 0.0680598 0.0825188 0.0639439 0.273618 0.0645391 0.353007 0.336946 0.186025 0.0987108 0.0883522 0.200231 0.141836 0.0834162 0.151459 0.143519 0.100611 0.138 0.135743 0.120521 0.118261
threshold=0.14338500000000001 0.12799000000000002 0.11579500000000002 -0.55683499999999986 0.10761500000000002 0.09030500000000001 0.085965000000000014 0.088345000000000021 0.2506000000000001 0.13685500000000003 0.057120000000000011 -0.38516499999999992 0.098330000000000015 -0.081984999999999988 0.084950000000000012 -0.078304999999999986 0.060985000000000004 -0.067719999999999989 -0.41127499999999995 0.084720000000000004 -0.082724999999999979 0.057025000000000006 -0.10770499999999998 0.10408500000000002 0.41892500000000005 0.11891000000000002 0.11088500000000003 0.67964000000000013 0.10458500000000001 0.087760000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 -7 9 10 11 -5 14 -14 16 -16 18 -17 -13 21 -21 22 23 24 -20 26 27 28 29 -24
right_child=-2 -3 -4 4 -6 7 -8 -9 -10 -11 -12 12 13 -15 15 17 -18 -19 19 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0048832323177364365 0.0038627991701165837 -0.0046838876475313942 0.0072996273403987295 0.0063911659130826597 0.0055348436414663291 -0.0075033769883114422 0.0086069417864327209 0.0017396896870599853 -0.0070183530206913538 0.0077743455297812555 -0.0053572256069552779 0.0051882075604760972 -0.0021496935974101763 0.011739703547209502 0.0050034430075549721 -0.0030756070106117816 0.010158155843964779 -0.015800027828663587 0.00079182183878246423 -0.0021518299248642647 0.010514715412864462 -0.0085009194988136492 -0.0003403293055138448 -0.0040352271941418837 0.0095101873496813427 -0.0064364671776140185 0.0052509561559418222 -0.0086047601921018218 0.0063112820164490215 -0.0078789134066374524
leaf_weight=29 30 28 28 20 21 34 23 27 23 21 24 34 37 23 33 27 32 20 41 26 24 21 2295 26 35 27 44 20 27 21
leaf_count=29 30 28 28 20 21 34 23 27 23 21 24 34 37 23 33 27 32 20 41 26 24 21 2295 26 35 27 44 20 27 21
internal_value=0 -3.74908e-05 4.98363e-06 -6.23146e-05 -1.58054e-05 -5.48552e-05 1.51848e-05 -0.00341218 -5.29332e-05 2.73209e-06 -5.43921e-05 -9.46872e-06 -5.49763e-05 0.00317458 -0.000125362 -0.0029241 -4.15991e-05 -0.00849025 -0.000165186 -0.000235004 0.00392811 -0.00031641 -0.000248636 0.00255299 0.00480686 -0.000366042 -0.000297948 -0.000401271 -0.000331246 -0.000408684
internal_weight=0 3091 3063 3035 3006 2985 2924 61 2901 2878 2857 2833 2813 60 2753 80 2673 47 2641 2607 50 2557 2536 102 76 2434 2407 2363 2343 2316
internal_count=3121 3091 3063 3035 3006 2985 2924 61 2901 2878 2857 2833 2813 60 2753 80 2673 47 2641 2607 50 2557 2536 102 76 2434 2407 2363 2343 2316
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=31
num_cat=0
split_feature=1426 1425 475 475 156 2 474 475 12 157 16 2 51 475 1446 1420 1420 1429 474 1446 1375 16 49 0 49 133 133 12 48 0
split_gain=0.0452275 0.0624577 0.0663705 0.0628662 0.118463 0.190622 0.0679295 0.0601918 0.191395 0.20298 0.373357 0.222011 0.205831 0.0928235 0.0956525 0.0779851 0.111911 0.0854138 0.261473 0.0911103 0.0748269 0.146201 0.101658 0.204701 0.168235 0.15384 0.319631 0.286085 0.231488 0.200863
threshold=-0.10090499999999998 0.10034500000000002 -0.49729499999999999 -0.24431999999999998 0.11659000000000001 0.10467500000000002 -0.094124999999999986 -0.084169999999999981 0.086345000000000019 -0.086244999999999988 -0.010264999999999998 0.088930000000000023 -0.084114999999999981 -0.08317999999999999 0.11951500000000001 -0.085109999999999991 -0.078304999999999986 0.057970000000000008 0.10008000000000002 0.11229000000000001 -0.096099999999999977 -0.087874999999999981 -0.0087849999999999977 -0.23051499999999997 -0.0010999999999999996 0.093255000000000018 0.086990000000000012 -1.0000000180025095e-35 0.086665000000000006 -0.088774999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5 8 9 10 -8 12 -11 -9 15 -15 -17 19 -19 20 21 -18 25 -24 -25 26 27 28 -22 -28
right_child=1 -3 3 4 5 -7 7 13 -10 11 -12 -13 -14 14 -16 16 17 18 -20 -21 22 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=0.0046251491083586149 0.0057493857899680737 -0.0052230611726965595 -0.0045852796316224456 -0.0051636380752405299 -0.0028081209297575382 0.0087262937296672099 0.0083126452961005265 -0.0051871422969270503 -0.0043746904977477897 0.015462480241603772 -0.010018244396895172 -9.8919578489254837e-05 0.0030603158409180848 -0.0060588705184107484 0.0064912418496202344 0.0073717072943691167 0.0099066043441945872 -0.010195323209336494 0.002311356263900442 -0.0066059574928312081 0.010710761109914851 -0.0012708619534969332 0.0075825791264808665 0.0060598526347388076 -5.5231555801071867e-05 0.0049114935086382663 -0.015484975178081256 -0.0024616865594297654 -0.00095839530070353403 -0.0035665298812091353
leaf_weight=21 20 23 30 26 23 38 20 36 39 32 25 33 23 22 22 20 22 32 35 21 34 25 37 46 2048 34 26 243 34 31
leaf_count=21 20 23 30 26 23 38 20 36 39 32 25 33 23 22 22 20 22 32 35 21 34 25 37 46 2048 34 26 243 34 31
internal_value=0 -3.13317e-05 7.47555e-06 -3.00901e-05 1.50555e-05 0.00437725 -7.46593e-05 -2.96547e-05 0.0017855 0.00359187 -0.00187118 0.00638548 0.0102761 -0.000142446 -7.59714e-05 -0.000129285 -8.07537e-05 -0.000136619 -0.00366198 -4.58083e-05 7.58828e-06 0.00396114 -6.57702e-05 0.000209383 7.91017e-05 -0.00152435 -0.00211897 -0.000857265 0.00487618 -0.00900301
internal_weight=0 3100 3077 3057 3027 61 2966 2940 172 133 45 88 55 2768 2732 2710 2688 2668 67 2601 2580 47 2533 2131 2094 402 368 311 68 57
internal_count=3121 3100 3077 3057 3027 61 2966 2940 172 133 45 88 55 2768 2732 2710 2688 2668 67 2601 2580 47 2533 2131 2094 402 368 311 68 57
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=31
num_cat=0
split_feature=13 133 403 1213 3 1211 4 0 3 158 481 2 3 15 3 3 160 12 15 34 132 10 0 12 0 47 39 52 2 1
split_gain=0.0444591 0.11792 0.139035 0.134788 0.193308 0.125301 0.159989 0.378238 0.201887 0.191129 0.249964 0.180219 0.249899 0.37369 0.129344 0.205332 0.125643 0.145468 0.119121 0.116649 0.113689 0.130195 0.159505 0.199193 0.306263 0.137444 0.174792 0.106657 0.305294 0.452217
threshold=-0.077799999999999994 0.12330000000000001 -0.15148499999999998 0.05211000000000001 -0.078934999999999991 0.080695000000000003 -0.050494999999999991 -0.13843999999999998 -0.10023499999999998 0.112085 -0.08452999999999998 0.084305000000000005 0.30112000000000005 0.08517000000000001 -0.080934999999999993 -0.078244999999999995 -0.19826999999999997 0.089570000000000025 -0.089964999999999976 -0.085739999999999983 0.09654500000000002 -0.089679999999999982 -0.081584999999999977 -0.089199999999999988 -0.065229999999999996 0.11312500000000002 0.092310000000000017 0.10024500000000001 0.088475000000000012 0.081670000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -4 -9 10 -10 14 13 -13 -12 -16 17 18 -8 -2 21 -18 25 -24 -25 26 -23 -21 29 -29
right_child=19 -3 3 4 -6 -7 16 8 9 -11 11 12 -14 -15 15 -17 20 -19 -20 27 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0063068417231402097 -0.0072334623565742124 0.0063625072185514555 -0.015176868953385565 0.012863477240760058 7.1033216254026794e-05 0.0064251409959979362 0.0044711361940363015 0.0084879386715502256 -0.01159156736124445 0.0072093892588534145 0.0095947006903588788 -0.015537111053924524 0.0066444105745869734 -0.0021735203101597629 -0.0065551424195291474 0.0063942961599677802 -0.0057619400739592191 0.008952634151118171 -0.0038016707702939003 0.00012430436664719044 0.0077387623256072405 -0.00027734791374390655 0.012927265372127295 0.0057962567524480653 -0.0069958491923494473 0.0070863502439654745 -0.0098203142359852801 -0.01939006147440523 -2.4010240487531638e-05 -0.0026662069344310425
leaf_weight=31 24 33 20 21 27 32 46 21 27 22 20 27 21 93 24 25 36 38 28 1544 20 476 20 61 27 24 20 22 230 61
leaf_count=31 24 33 20 21 27 32 46 21 27 22 20 27 21 93 24 25 36 38 28 1544 20 476 20 61 27 24 20 22 230 61
internal_value=0 0.000464854 0.00030361 0.000477865 0.00566773 0.000257019 7.69282e-05 -0.00189112 -0.000942135 -0.00170674 -0.00253439 -0.0013699 -0.0034192 -0.00518033 0.0028178 5.1714e-05 0.000818654 0.00392344 0.00134088 -0.000306443 0.000310267 8.65176e-05 0.00042178 0.00391879 0.00187141 -0.000304522 -0.000662145 -0.000216918 -0.00190014 -0.00709904
internal_weight=0 1240 1207 1176 48 1128 1096 300 280 259 237 210 141 120 69 49 796 112 74 1881 684 664 628 108 88 520 496 1857 313 83
internal_count=3121 1240 1207 1176 48 1128 1096 300 280 259 237 210 141 120 69 49 796 112 74 1881 684 664 628 108 88 520 496 1857 313 83
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=31
num_cat=0
split_feature=3 3 0 3 1 2 12 3 42 1 15 43 4 3 4 15 4 158 0 159 0 15 13 1 3 4 42 1 1447 402
split_gain=0.0446977 0.340338 0.749892 0.255937 1.04605 0.274062 0.279649 0.266999 0.22214 0.302548 0.400317 0.272367 0.229408 0.196055 0.198654 0.186497 0.173403 0.260921 0.224664 0.316642 0.315571 0.259397 0.234501 0.18752 0.171915 0.193112 0.166369 0.159536 0.157218 0.280596
threshold=-0.082234999999999989 -0.082484999999999989 -0.086409999999999987 -0.080634999999999984 0.090275000000000008 0.09142500000000002 0.084795000000000023 -0.081924999999999984 0.10077000000000001 0.078340000000000007 0.040760000000000005 -0.53814999999999991 -0.51253999999999988 -0.082794999999999994 -0.026489999999999996 0.11923500000000002 -0.068329999999999988 -0.45617999999999997 -0.033209999999999996 0.076905000000000015 0.047850000000000011 0.092715000000000006 -0.039649999999999998 0.096125000000000016 -0.081054999999999974 -0.07958999999999998 0.090545000000000014 0.076935000000000017 -0.086059999999999984 0.11086000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 5 6 -2 -8 11 -10 -11 -1 -13 15 -15 28 18 -18 21 20 -20 22 26 27 25 -9 -5 -23 -14 -30
right_child=3 2 -4 16 -6 -7 7 24 9 10 -12 12 13 14 -16 -17 17 -19 19 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.011803823401714909 0.0071548626393727645 0.021926493440633237 -0.0015954061862871504 0.0012590388782219805 -0.021951062542696798 0.0058938452539344629 -0.012732146606140304 0.0076684864331036801 -0.0016969137465847391 0.00031233984540449458 0.019468473703212419 0.0089081525669566213 0.0059709718306031499 -0.014178607705980541 -8.4145939908921732e-05 -0.0087286044746482123 -0.0092374956390510014 -0.00021764350131937642 -0.01383578962912517 0.0053519516728471883 -0.00057615344692021615 0.0016792489408694003 0.013943578487960623 0.0092802346284900396 -0.0081692606923752468 -0.0035903204591774666 0.010736195410222367 -0.0063812806849946856 0.00024091207259263641 -0.0087413368843651078
leaf_weight=20 23 23 33 59 27 45 32 25 35 20 24 28 45 20 20 24 33 1139 28 43 50 73 35 21 32 39 27 37 1025 36
leaf_count=20 23 23 33 59 27 45 32 25 35 20 24 28 45 20 20 24 33 1139 28 43 50 73 35 21 32 39 27 37 1025 36
internal_value=0 0.000432602 0.00806537 -0.000331058 -0.00349798 -0.000955972 -0.00299731 -0.00482153 0.000103045 0.00524175 0.0107611 -0.000230254 -3.70391e-05 -0.000251112 -0.00713138 -7.56286e-06 0.000126045 -0.000471615 0.00200395 -0.00153782 -0.00533602 0.00370456 0.00704286 0.000621089 -0.00218465 0.000807651 0.00423443 -0.00103202 0.000181682 -6.38579e-05
internal_weight=0 1353 56 1768 223 196 151 128 1297 79 44 1218 1198 1170 40 1130 1545 1172 373 121 78 252 121 131 96 64 86 110 1106 1061
internal_count=3121 1353 56 1768 223 196 151 128 1297 79 44 1218 1198 1170 40 1130 1545 1172 373 121 78 252 121 131 96 64 86 110 1106 1061
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=31
num_cat=0
split_feature=402 133 403 4 43 43 403 13 43 2 2 43 1204 398 399 402 3 130 52 52 2 1 3 0 13 130 52 0 1 13
split_gain=0.0508931 0.178277 0.266282 0.0783587 0.0709528 0.164763 0.0876004 0.166119 0.0647238 0.0610478 0.0568325 0.0764688 0.0531599 0.082996 0.124777 0.0736754 0.0717973 0.197364 0.152972 0.24946 0.168233 0.195817 0.158807 0.144969 0.158155 0.134349 0.126871 0.125056 0.163412 0.145348
threshold=0.095250000000000015 0.11269500000000002 -0.22642499999999996 -0.58204499999999992 -0.14169499999999999 -0.025214999999999998 0.087735000000000021 -0.0072999999999999992 -0.53814999999999991 0.081685000000000021 0.088300000000000003 -0.00067499999999999993 -0.11413499999999999 0.10071000000000001 0.091580000000000009 0.09277500000000001 -0.11255999999999998 -0.070634999999999989 -0.088614999999999985 -0.24456499999999998 0.10882500000000002 0.11374000000000002 -0.13927999999999999 -0.0058249999999999994 -0.15078499999999997 -0.22461999999999996 -0.56022499999999986 0.10455500000000001 0.16175000000000003 -0.053889999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -4 -6 7 -7 -5 -8 -11 -12 -10 14 15 16 17 -14 19 26 22 -22 23 24 -20 -18 -19 28 -27 -29
right_child=1 -3 4 8 5 6 9 -9 12 10 11 -13 13 -15 -16 -17 25 18 20 -21 21 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-0.005692755550146103 0.012663465145636689 -0.0072189480404962194 -0.0045729748252779246 0.004996079292148352 0.010035497595423035 0.0080820416740607481 -0.0050970536689939243 -0.002858161948983173 0.0047818810541436756 0.0037560575579603512 -0.0065015806071460252 0.0016566152080755544 0.010915119275450707 -0.0052985752752471357 0.0062133013436030003 -0.006214055810123683 -0.0077518753241747618 -0.0028731302262689825 0.005921180102042854 -0.008553315552417189 -0.0097741525575873404 0.0033244467981858178 0.011372181619159304 0.007509796889989 -0.0042677721474319698 -0.00020845526519406752 0.0051929839444943733 -0.011266976023431529 0.0088696004077792167 -1.4010952630390726e-05
leaf_weight=25 22 22 20 25 21 35 28 23 22 30 20 27 20 31 31 20 24 39 25 40 21 25 26 38 39 2317 39 22 20 24
leaf_count=25 22 22 20 25 21 35 28 23 22 30 20 27 20 31 31 20 24 39 25 40 21 25 26 38 39 2317 39 22 20 24
internal_value=0 0.00137444 0.00221096 -0.000118643 0.00108373 0.00169859 0.000624509 0.00374369 -6.97126e-05 -0.00109846 0.000355568 -0.00181496 -0.000114574 -0.000153033 -9.54473e-05 -0.00016685 -0.000122369 0.00130491 0.000646682 -0.0021327 0.00253155 -0.00265535 0.00439559 0.00261724 -0.000287713 -0.000307376 0.00115993 -0.0002324 -0.000130765 -0.00539586
internal_weight=0 248 226 2873 204 184 163 58 2848 105 77 47 2823 2801 2770 2739 2719 312 292 118 174 46 128 102 64 2407 78 2383 2337 46
internal_count=3121 248 226 2873 204 184 163 58 2848 105 77 47 2823 2801 2770 2739 2719 312 292 118 174 46 128 102 64 2407 78 2383 2337 46
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=31
num_cat=0
split_feature=1213 394 3 3 0 403 1213 1213 401 1212 1212 402 403 402 403 15 52 403 3 42 42 1212 12 1212 1212 2 403 131 131 132
split_gain=0.0465597 0.139244 0.151489 0.268583 0.193315 0.19199 0.129247 0.0822167 0.0823318 0.0716807 0.0995279 0.103484 0.136095 0.0822323 0.183238 0.155396 0.227535 0.149744 0.162626 0.17125 0.379007 0.101811 0.113376 0.0941703 0.133265 0.0985912 0.0919477 0.0821459 0.111096 0.0958872
threshold=-0.088419999999999985 -0.00058999999999999992 -0.081924999999999984 -0.089819999999999983 -0.084044999999999995 0.022375000000000003 -0.086554999999999979 -0.084954999999999989 0.13148500000000005 -0.14780999999999997 -0.075499999999999998 0.11320500000000001 -0.55157999999999985 -0.090599999999999986 -0.072624999999999981 0.089740000000000014 0.10160000000000001 -0.121015 -0.079594999999999985 0.090990000000000015 -0.08298999999999998 0.087750000000000009 0.092755000000000018 0.10167000000000001 0.092360000000000012 0.092120000000000021 0.11224000000000002 0.11863000000000001 0.11088500000000003 -0.41127499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 -2 -8 9 -9 -11 12 -12 14 15 21 -17 18 19 20 -15 22 -14 24 26 -25 27 28 29 -19
right_child=6 2 5 4 -6 -7 7 8 -10 10 11 -13 13 17 -16 16 -18 23 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0091762448356132072 -0.0059743348760782069 0.0055295094549655914 0.010456422045647812 -0.00024973729159682989 -0.012877830767279698 0.00057994994628789295 0.0059287156575642853 -0.0059935046965256334 -0.0063125163361075383 0.0054739445982373916 -0.0061420061317196979 0.0054328383124597817 -0.0040529676168014044 0.0025874898295789477 -0.0047098172941546449 0.013130146414187039 9.0491212904453288e-05 0.0060448832644615326 -0.011644869420117521 0.0035305840558268959 -0.013179432752852639 0.0065241414193923652 0.0036355396513553227 0.0067743881215574222 -0.0072379469656600401 -0.0016870513530669825 0.0067124921100912621 -0.0061786025826057259 0.0064607350715400226 -0.00018297520232513043
leaf_weight=21 37 25 26 22 27 81 23 20 21 33 37 34 44 31 34 32 23 25 21 36 30 26 34 40 26 21 20 22 26 2223
leaf_count=21 37 25 26 22 27 81 23 20 21 33 37 34 44 31 34 32 23 25 21 36 30 26 34 40 26 21 20 22 26 2223
internal_value=0 0.00146825 0.00057395 -0.00290484 -0.00720807 0.00297984 -0.000101605 -2.62095e-05 -7.41155e-05 -2.79539e-05 1.4385e-05 -5.03064e-05 -0.000118073 -3.5949e-05 0.00195346 0.00337831 0.0076772 -0.000188252 -0.0036662 -0.00193886 -0.00516673 0.00110486 -0.000701567 -1.74662e-05 -0.000118496 0.00386143 -3.85717e-05 -9.73789e-05 -3.85456e-05 -0.000113715
internal_weight=0 202 181 74 49 107 2919 2882 2859 2838 2818 2785 2751 2714 193 159 55 2521 118 97 61 104 78 2403 2342 61 2316 2296 2274 2248
internal_count=3121 202 181 74 49 107 2919 2882 2859 2838 2818 2785 2751 2714 193 159 55 2521 118 97 61 104 78 2403 2342 61 2316 2296 2274 2248
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=31
num_cat=0
split_feature=50 13 13 12 9 1 1 11 106 1 1 0 3 48 1452 1371 2 4 3 47 47 3 13 52 0 157 16 3 52 4
split_gain=0.0438577 0.0433566 0.14394 0.142376 0.0997667 0.232791 0.130926 0.109925 0.101873 0.115704 0.33354 0.245274 0.0980443 0.247283 0.10306 0.104081 0.0945329 0.088643 0.0871759 0.31409 0.279968 0.262917 0.201799 0.178708 0.277207 0.259756 0.28533 0.26475 0.242892 0.242542
threshold=0.14828500000000003 -0.39067499999999994 -0.17933499999999997 0.095175000000000023 -0.085744999999999988 0.10956 0.14804000000000003 0.098860000000000017 0.085275000000000004 0.13707500000000003 0.13471500000000003 -0.050684999999999994 0.11924500000000002 0.12474000000000002 0.11609000000000001 0.08976000000000002 0.097845000000000015 -0.026489999999999996 -0.072624999999999981 0.10561500000000001 0.09364500000000002 -0.070649999999999977 -0.014169999999999999 -0.088614999999999985 1.0000000180025095e-35 -0.078969999999999985 -0.012324999999999997 -0.012939999999999998 -0.078224999999999975 0.04735000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 17 5 -4 7 8 9 10 12 -11 14 -14 15 18 -9 -1 -6 20 21 -20 -21 29 25 -25 28 -28 -27 -23
right_child=-2 2 4 -5 6 -7 -8 16 -10 11 -12 -13 13 -15 -16 -17 -18 -19 19 22 -22 23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0081883353772214985 -0.0046677990630269051 -0.0063367570407636886 0.0030746193343392492 -0.0060943461954593662 0.00032349979608223257 -0.010902105978479647 0.0058554079861213 -0.010039007116574794 0.0065841940464451913 0.0029932022141292694 0.012988549096044154 -0.01214873418363783 -0.010102149543041984 0.0042529498692601923 0.005937544287492832 0.006892339851368558 -0.0004326485274803071 0.0016132384044185433 -0.0093674886609531102 0.00028523154556751249 -0.010986764933913947 0.004657904543069618 0.014320695661895333 -0.010468912998644206 -0.010481668081047247 -0.01161399467170916 0.00030003705594156471 0.012483582237074452 -0.00069584959548618826 -0.0070964061788150248
leaf_weight=26 20 36 22 20 1941 26 39 20 24 20 20 23 30 20 30 22 21 97 36 20 30 107 21 26 32 22 42 31 276 21
leaf_count=26 20 36 22 20 1941 26 39 20 24 20 20 23 30 20 30 22 21 97 36 20 30 107 21 26 32 22 42 31 276 21
internal_value=0 3.01051e-05 -5.21088e-05 0.00173073 2.53201e-05 -0.00449611 0.000100835 2.16711e-05 9.71021e-05 4.08963e-05 0.000122053 -0.00510597 2.69924e-05 -0.00436011 0.00010955 4.29949e-05 -0.00511868 0.0030031 -1.48498e-05 -0.00100391 -0.00156186 -0.00108505 0.00747413 -0.000549737 -0.00152815 -0.000806452 -0.000129299 0.00547387 -0.00150189 0.00272946
internal_weight=0 3101 2958 143 2922 48 2874 2835 2794 2770 2727 43 2707 50 2657 2627 41 123 2605 664 623 593 41 557 429 397 371 73 298 128
internal_count=3121 3101 2958 143 2922 48 2874 2835 2794 2770 2727 43 2707 50 2657 2627 41 123 2605 664 623 593 41 557 429 397 371 73 298 128
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=31
num_cat=0
split_feature=471 1425 1425 1426 156 12 155 16 158 158 40 457 3 3 13 130 42 49 2 52 42 51 4 4 1429 13 50 2 50 42
split_gain=0.0450272 0.0630047 0.0862174 0.0549872 0.0786898 0.0888369 0.093881 0.0631843 0.133209 0.183835 0.120867 0.127718 0.135127 0.378778 0.157201 0.127506 0.118721 0.235656 0.157022 0.148042 0.306416 0.221698 0.139944 0.233941 0.257576 0.183532 0.166452 0.218561 0.33524 0.151021
threshold=0.10693500000000002 0.10129000000000002 0.08789000000000001 -0.061919999999999996 0.11659000000000001 0.095565000000000011 0.11378500000000001 0.0039400000000000008 -0.46278499999999995 -0.22218999999999997 -0.085734999999999992 -0.087474999999999983 0.12178000000000001 0.10542000000000001 -0.092094999999999982 -1.0000000180025095e-35 0.097640000000000018 -0.13330999999999996 0.10855000000000002 0.088785000000000017 0.088465000000000002 0.035765000000000012 -0.029144999999999997 -0.0082299999999999995 0.083615000000000009 -0.077799999999999994 -0.47248999999999991 0.11870500000000002 -1.0000000180025095e-35 0.084535000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 8 -5 -10 -9 -12 13 14 -13 -16 17 -17 -18 21 -21 22 29 24 -24 -25 -27 28 -28 -19
right_child=-2 -3 -4 4 5 -7 -8 10 9 -11 11 12 -14 -15 15 16 18 19 -20 20 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=-0.0047012820215895776 0.0046148920742173994 -0.0045917786809150131 0.0063988384724195518 0.0083072164375334982 0.0019895396626519938 -0.0015419870298355818 0.011028967406018638 0.0059097673967480665 -0.0080919627997058426 0.00020950343445567734 0.0066945278970524675 0.0053505714884853339 0.0038620636943313812 -0.015349649954587222 0.0050731074288845636 -0.013337620465317741 0.006734177075100667 0.0031552119902932109 -0.0024836647119151341 -0.014299819881803004 -0.0015560173533029028 0.006764647981993133 -0.016347865215330212 0.0067409272543789648 -0.0025349357881134862 0.0029676756966088356 -0.018575440462597688 0.0018491844525155817 -0.0013087544738399712 -0.003724365681409836
leaf_weight=25 21 30 21 20 27 25 20 25 27 2222 20 33 45 20 26 20 33 78 42 29 54 31 27 22 27 29 23 23 22 54
leaf_count=25 21 30 21 20 27 25 20 25 27 2222 20 33 45 20 26 20 33 78 42 29 54 31 27 22 27 29 23 23 22 54
internal_value=0 -3.12622e-05 1.33031e-05 -3.06773e-05 7.93553e-06 0.00327427 0.0058361 -7.17311e-05 0.000182097 0.000109842 -0.000914975 -0.00117427 -0.00142095 -0.00182185 -0.00134967 -0.00175913 -0.00210473 -0.00273291 0.00157219 -0.00222672 -0.00600867 -0.00129248 -0.0021114 -0.00398248 -0.0094414 -0.00150532 -0.00337561 -0.00608083 -0.0101339 0.000340839
internal_weight=0 3100 3070 3049 3024 72 47 2952 2269 2249 683 658 638 593 573 540 514 439 75 419 83 336 305 173 54 119 97 68 45 132
internal_count=3121 3100 3070 3049 3024 72 47 2952 2269 2249 683 658 638 593 573 540 514 439 75 419 83 336 305 173 54 119 97 68 45 132
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=31
num_cat=0
split_feature=473 156 155 1428 474 1428 48 0 1452 1455 1 12 1456 42 0 48 1454 51 483 482 159 48 3 1446 52 1420 156 4 160 12
split_gain=0.0467013 0.0880729 0.0982749 0.0596581 0.0557316 0.0897828 0.048944 0.109268 0.0817378 0.0757763 0.147707 0.136019 0.0858322 0.148384 0.127045 0.116182 0.104858 0.156173 0.0969776 0.155648 0.0957731 0.380401 0.368445 0.436654 0.367011 0.219623 0.13717 0.158027 0.14244 0.173152
threshold=-0.072684999999999986 0.14401500000000003 0.12509500000000004 0.098365000000000022 -0.094124999999999986 0.08622500000000001 0.13438000000000003 -0.070889999999999995 0.11815000000000002 0.093715000000000007 0.080270000000000022 0.091625000000000012 0.091295000000000001 0.094725000000000018 -0.080689999999999984 0.12474000000000002 0.098995000000000014 -0.43587999999999999 0.13622000000000004 0.11816500000000001 -0.016814999999999997 0.088735000000000022 -0.086049999999999988 0.083715000000000026 -0.0092699999999999987 -0.080939999999999998 0.078780000000000003 -0.073934999999999987 -0.071139999999999995 0.085195000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 9 12 11 -11 15 14 -14 16 17 -6 19 20 21 22 23 -19 -24 -22 27 -26 29 -29
right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 -12 -13 13 -15 -16 -17 -18 18 -20 -21 25 -23 24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0042204749474946696 -0.0044349097613511348 -0.004820067562947148 0.0059211987989588773 -0.0054740292485803369 0.0076646514012719746 0.0052344700998880646 0.00037752471864223482 -0.0077654441579048028 -0.0060186779041859241 0.0044076436650357211 0.0086855473183095454 -0.0053299736840507162 -0.0023382748663425446 0.0031117254809942098 -0.012627636345569043 0.0075095925080989091 -0.0069961218518160648 0.00068631979104663652 -0.0069165512640029202 0.0079260124862194064 -0.010655502220615745 -0.011632277334574611 -0.012398703736253083 0.016167501453310251 0.0083782225536803406 -0.00013018823609606254 0.0094717931928157452 -0.0068896544388616868 -0.008217382179573178 0.0027705729576761469
leaf_weight=26 28 38 28 20 27 33 45 26 22 32 30 26 30 24 20 21 21 35 20 25 20 20 20 38 24 2262 21 23 20 96
leaf_count=26 28 38 28 20 27 33 45 26 22 32 30 26 30 24 20 21 21 35 20 25 20 20 20 38 24 2262 21 23 20 96
internal_value=0 -3.54547e-05 2.40203e-05 -3.0493e-05 5.68866e-06 4.73984e-05 -1.06658e-05 -0.00260441 5.33438e-05 0.000100133 0.002989 4.25049e-05 8.25779e-06 -0.00335162 -0.00645402 0.000100583 4.23531e-05 9.81086e-05 2.02517e-05 7.35297e-05 -2.58973e-06 0.00168659 0.00264824 0.00874502 0.00046655 -0.000222435 0.00186495 0.000884924 -0.000408883 0.00090347
internal_weight=0 3095 3057 3029 3009 2981 2948 71 2877 2855 88 58 2767 74 50 2693 2672 2651 2624 2604 2579 297 277 73 204 2282 184 163 139 119
internal_count=3121 3095 3057 3029 3009 2981 2948 71 2877 2855 88 58 2767 74 50 2693 2672 2651 2624 2604 2579 297 277 73 204 2282 184 163 139 119
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=31
num_cat=0
split_feature=1426 8 1426 8 34 16 150 9 10 104 9 2 120 1 4 4 0 15 43 2 40 15 1 1 0 0 0 52 160 132
split_gain=0.0469739 0.0458958 0.059113 0.0483682 0.0817641 0.0805278 0.188151 0.0657663 0.0734503 0.0676616 0.145668 0.137667 0.0767612 0.115452 0.0684339 0.138427 0.210383 0.138792 0.137193 0.0999593 0.0954762 0.0902823 0.141731 0.285309 0.146025 0.148888 0.138189 0.310602 0.517247 0.365523
threshold=-0.10090499999999998 0.099635000000000015 -0.061919999999999996 0.088180000000000022 -0.097449999999999981 -0.54656499999999986 0.11614000000000001 0.088235000000000022 1.0000000180025095e-35 0.083745000000000014 -0.085744999999999988 -0.020134999999999997 0.093680000000000013 0.15964000000000003 0.51388000000000011 0.42642000000000008 -0.075684999999999988 -0.24436499999999997 -1.0000000180025095e-35 0.13754500000000003 0.10611000000000002 -0.11033999999999998 0.10956 0.094385000000000011 -0.10096999999999999 -0.11991499999999998 -0.097024999999999986 0.084735000000000019 -1.0000000180025095e-35 -0.020824999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 9 10 -7 -12 13 14 15 17 -17 -13 -16 -18 21 22 23 24 25 -19 27 29 -29 -23
right_child=1 -3 3 -5 5 7 -8 -9 -10 -11 11 12 -14 -15 18 16 19 20 -20 -21 -22 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.004713598887125651 -0.0042733436605582632 0.0046271547786004485 0.0049655247592564795 -0.0048007427892159853 -0.00066975135156618697 -0.006771547946846113 0.011488904100842775 -0.0051175710673515614 -0.0055750352718556924 0.0055046005767177449 0.0080799644657721121 -0.0068779963130752245 -0.0060701395562362112 0.0070541707150962047 0.0016900709387846291 0.012492924758275464 0.0047888741115037613 0.0024481144308164306 -0.010022883067722433 -0.004487202191237538 0.0066782549555812563 -0.01311009634624828 0.0073021489768647224 -0.008833680332948764 -0.00031779177345173516 0.012338523846625796 7.1394495220001306e-05 -0.00083146647138651044 -0.017940103366272525 0.00023066323637829729
leaf_weight=21 33 21 33 21 35 32 20 26 24 22 21 30 21 23 20 22 26 45 20 21 21 22 39 27 92 23 1978 43 30 309
leaf_count=21 33 21 33 21 35 32 20 26 24 22 21 30 21 23 20 22 26 45 20 21 21 22 39 27 92 23 1978 43 30 309
internal_value=0 -3.19308e-05 -6.37076e-05 -1.81009e-05 1.51009e-05 -3.94994e-05 0.00375158 -0.000110493 -6.57719e-05 -1.99727e-05 -6.23953e-05 1.33876e-05 -4.68536e-05 -1.53323e-06 -6.01608e-05 4.80421e-08 0.00442208 -0.000114702 -0.00416641 0.000644244 -3.75249e-05 -9.16013e-05 0.00181853 0.000674893 0.00227946 0.0057934 -0.000272832 -0.00195818 -0.00786241 -0.000656034
internal_weight=0 3100 3079 3046 3025 2992 55 2937 2911 2887 2865 2833 2812 2791 2768 2728 69 2659 40 47 2629 2608 226 187 160 68 2382 404 73 331
internal_count=3121 3100 3079 3046 3025 2992 55 2937 2911 2887 2865 2833 2812 2791 2768 2728 69 2659 40 47 2629 2608 226 187 160 68 2382 404 73 331
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=31
num_cat=0
split_feature=151 151 1371 1373 3 49 150 1374 150 150 8 10 0 0 1428 2 3 2 13 1447 1447 1444 483 474 474 2 43 4 3 52
split_gain=0.0417949 0.0764366 0.0519025 0.064253 0.240385 0.476347 0.118602 0.111153 0.0680801 0.102351 0.0711827 0.091554 0.0639598 0.12762 0.0790426 0.0632104 0.411902 0.214395 0.687325 0.168981 0.211512 0.167574 0.135462 0.198003 0.249897 0.148859 0.145427 0.325461 0.314694 0.256103
threshold=0.26665000000000005 0.12955000000000003 0.087810000000000013 1.0000000180025095e-35 -0.086224999999999982 -0.0069299999999999995 0.12314500000000002 -0.064634999999999984 0.11857000000000002 0.11156000000000001 1.0000000180025095e-35 0.094860000000000014 -0.26343999999999995 -0.23811499999999999 -0.079254999999999978 0.091055000000000011 0.10732000000000001 0.090425000000000019 -0.050064999999999991 -0.082954999999999987 -0.073059999999999986 -0.083894999999999983 -0.040619999999999996 0.088985000000000022 0.085500000000000007 0.088125000000000023 -0.0084099999999999991 -0.086574999999999985 -0.092174999999999993 -0.031059999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 -1 9 10 12 -12 -9 -14 -15 16 17 21 -19 -17 -21 -16 25 24 26 -23 -24 28 -28 -29
right_child=-2 -3 -4 4 5 -7 -8 8 -10 -11 11 -13 13 14 15 19 -18 18 -20 20 -22 22 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.0059828454868928078 -0.0037786390091962955 0.0060480249912611079 -0.0042161843418304264 0.011464083076545808 0.0059572705989826081 -0.013109137383289636 -0.0059137205283417756 0.005549604529514909 0.0057771091815084219 -0.0057014677948245664 0.0070174221618799493 -0.0011531435239400404 -0.007543805306372435 0.0053202540516698116 -0.0084148555576878913 0.0067461388765567374 -0.014120247858491811 -0.017470359429717065 0.0066514708944374612 -0.0097315505324375075 0.00039963207790251866 0.0015103288161665647 -0.0010634645297678768 -0.0065436812403277152 0.007492918353988031 0.011159329797096905 0.0018022557254880668 0.0098526267733081777 -0.01475566940692564 0.0012455187856252044
leaf_weight=31 29 21 29 23 38 20 34 20 20 32 32 24 23 27 24 41 22 27 21 21 1101 67 815 48 43 21 22 38 24 383
leaf_count=31 29 21 29 23 38 20 34 20 20 32 32 24 23 27 24 41 22 27 21 21 1101 67 815 48 43 21 22 38 24 383
internal_value=0 3.544e-05 -5.67503e-06 3.44646e-05 0.00281318 -0.000617353 -4.15488e-05 2.66622e-05 -3.70952e-05 -7.75278e-05 -1.42486e-05 0.00351575 -8.51525e-05 -0.000125866 -6.37121e-05 -0.000117195 -0.000534251 -0.000339279 -0.00691706 0.000440433 0.000210011 -0.000126664 9.48681e-06 -0.000234288 -5.72153e-06 0.00381293 -0.000257236 0.00114978 -0.00683666 0.00202241
internal_weight=0 3092 3071 3042 81 58 2961 2927 2896 2876 2844 56 2788 2768 2745 2718 1555 1533 48 1163 1122 1485 1461 1373 1325 88 1282 467 46 421
internal_count=3121 3092 3071 3042 81 58 2961 2927 2896 2876 2844 56 2788 2768 2745 2718 1555 1533 48 1163 1122 1485 1461 1373 1325 88 1282 467 46 421
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=31
num_cat=0
split_feature=15 3 45 11 104 1176 0 2 2 1203 132 13 43 11 13 1428 1375 43 43 1454 0 1455 16 1454 43 42 12 1 0 42
split_gain=0.0433764 0.0969115 0.0526764 0.189766 0.0589786 0.0453681 0.0759498 0.229587 0.190221 0.0555236 0.117882 0.140246 0.0619398 0.153149 0.156716 0.185215 0.150176 0.13775 0.123759 0.126133 0.281688 0.180421 0.165749 0.135211 0.130619 0.538693 0.122236 0.175502 0.167987 0.303214
threshold=-0.56368999999999991 0.63141500000000017 -1.0000000180025095e-35 -0.014494999999999999 0.079665000000000014 0.085730000000000015 0.14486500000000005 0.10855000000000002 0.095040000000000013 0.089165000000000008 -0.083284999999999984 -0.0087749999999999981 -0.082389999999999977 0.099410000000000012 0.10002500000000002 0.094820000000000015 -0.15308499999999997 -0.082144999999999982 -0.081779999999999978 0.097395000000000023 -0.085669999999999982 -0.094999999999999987 0.051380000000000002 0.086305000000000007 -0.080084999999999976 0.084435000000000024 -0.089199999999999988 0.10389500000000002 -0.10324499999999999 0.086325000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 9 8 -8 12 -11 -12 16 14 15 17 -5 -14 -19 21 -21 22 -20 24 25 -23 27 -18 29 -28
right_child=1 -3 3 4 -6 -7 7 -9 -10 10 11 -13 13 -15 -16 -17 26 18 19 20 -22 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0041486825132742529 -0.0049796536387432186 -0.006971997320652009 0.0095192335324273229 0.0082898676365148281 -0.0049572604009881617 -0.0035089501334975163 0.00042803640985353427 -0.005582513450644911 0.0131776530072093 0.0092457135103177282 -0.0045008053874661183 0.0056136011128098927 -0.0083353115415031268 0.008117531399641718 -0.0066635049378965059 0.0070877271591488159 0.00015490963605457341 0.0059952551685273654 0.012413677941298202 0.0020286783626627014 -0.013798915531316942 -0.017175982956299171 -0.00030648918356746436 0.0063949941990098782 -0.00040130083922018011 6.5007524343043861e-05 -0.0088436809157566073 0.012158669263035769 0.00067025575488294958 0.0026894735137466342
leaf_weight=25 21 20 21 25 24 36 22 20 25 20 29 26 22 21 40 33 29 30 21 23 22 24 20 28 1677 74 53 21 629 40
leaf_count=25 21 20 21 25 24 36 22 20 25 20 29 26 22 21 40 33 29 30 21 23 22 24 20 28 1677 74 53 21 629 40
internal_value=0 -3.35003e-05 1.16134e-05 4.59233e-05 -1.96467e-05 1.97229e-05 6.24372e-05 0.00339116 0.00720975 -1.42826e-05 0.00267126 0.00028055 -8.5404e-05 -0.000378079 -0.000466662 -0.000341093 0.000661889 -0.000467395 -0.000377194 -0.000478398 -0.00570926 -0.000350747 0.00620872 -0.000499908 -0.000608673 -0.00415728 0.000414869 0.00519649 8.37323e-05 -0.00388318
internal_weight=0 3096 3076 3055 3034 3010 2974 67 47 2907 75 55 2832 2035 2014 1974 797 1941 1919 1889 45 1844 41 1803 1775 98 772 50 722 93
internal_count=3121 3096 3076 3055 3034 3010 2974 67 47 2907 75 55 2832 2035 2014 1974 797 1941 1919 1889 45 1844 41 1803 1775 98 772 50 722 93
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=31
num_cat=0
split_feature=1185 402 133 403 403 403 42 400 51 403 43 42 403 3 13 3 12 12 13 4 16 16 402 43 1212 3 1213 12 131 13
split_gain=0.0426981 0.0500728 0.162882 0.232972 0.083696 0.197665 0.304934 0.178585 0.162286 0.205095 0.20209 0.145821 0.204447 0.16366 0.215087 0.150689 0.149458 0.16182 0.154695 0.242305 0.136318 0.157976 0.132902 0.128103 0.100579 0.16255 0.160838 0.0944873 0.0919829 0.0860859
threshold=0.089300000000000004 0.095250000000000015 0.11269500000000002 -0.059794999999999994 -0.015394999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.064794999999999978 0.088210000000000011 -0.074254999999999988 -0.00045499999999999995 -0.015274999999999999 -0.08670499999999999 -0.082404999999999992 -0.082759999999999986 -0.082974999999999979 0.089885000000000007 0.087535000000000016 -0.085384999999999975 -0.084369999999999987 -0.071854999999999988 -0.086699999999999985 0.083170000000000008 -0.0047449999999999992 -0.069964999999999986 -0.079979999999999982 -0.063924999999999982 0.095935000000000006 0.11863000000000001 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 8 6 -6 -7 9 11 -11 12 22 15 23 16 17 18 -13 -20 21 -16 29 -15 25 -9 -26 -10 -28 -1
right_child=-2 2 -4 -5 5 7 -8 24 27 10 -12 13 -14 14 20 -17 -18 -19 19 -21 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=0.0074378874729431809 0.0031293754520024669 0.0091551446760347929 -0.0068859492386267943 0.00065047208373938264 -0.0027330620722337204 0.007766415190015888 0.012766967356825868 -0.0095792000077600629 -0.011937011802746427 -0.011024798675336773 -0.00050078062592325988 0.0026347352315982185 0.0084345618497172845 0.012862492828280664 0.0012704700269387105 -0.010945532181843494 -0.0094356126501224935 0.0059837742915583988 -0.00025314605639626585 -0.014575363878906329 0.0033485287521034485 -0.010653395518660546 -0.0071790933422744277 0.0016797708657880625 0.0075149507532062537 0.00048084720183396714 -4.7700711779062089e-05 -0.0025592335076494652 -0.0066997891646765539 0.00050611148055365639
leaf_weight=21 43 39 22 185 22 29 30 29 21 36 37 30 40 20 20 24 24 27 27 21 30 25 20 21 28 36 2049 22 21 122
leaf_count=21 43 39 22 185 22 29 30 29 21 36 37 30 40 20 20 24 24 27 27 21 30 25 20 21 28 36 2049 22 21 122
internal_value=0 -4.37177e-05 0.00132478 0.0021312 -0.000162592 0.000115689 0.00620926 -2.88668e-05 -0.0012246 -0.000757955 -0.00569071 4.94951e-06 0.00202828 -0.00152195 0.00131082 -0.00366968 -0.00231603 -0.000688701 -0.0029984 -0.00651912 -0.00187293 -0.0053539 0.000456192 0.00713476 -0.00013338 -0.00400748 -1.33535e-05 -0.00713908 -0.000115186 0.00152406
internal_weight=0 3078 246 224 2832 2244 52 2192 588 545 73 472 203 269 116 153 129 105 78 48 75 45 163 41 2163 65 2098 43 2070 143
internal_count=3121 3078 246 224 2832 2244 52 2192 588 545 73 472 203 269 116 153 129 105 78 48 75 45 163 41 2163 65 2098 43 2070 143
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=31
num_cat=0
split_feature=1447 3 160 52 159 479 481 1416 1425 0 49 1374 1374 475 52 1372 1429 15 52 12 475 1212 0 133 133 160 11 3 16 133
split_gain=0.044192 0.211021 0.0835263 0.0804687 0.0798641 0.0728818 0.0683692 0.0618425 0.0823492 0.0593561 0.274601 0.0863743 0.0673209 0.0780696 0.297302 0.17406 0.135535 0.199276 0.197229 0.125354 0.253827 0.1935 0.33991 0.307013 0.300072 0.333037 0.238667 0.237593 0.231256 0.319649
threshold=-0.085804999999999979 -0.086224999999999982 -0.54913999999999985 -0.010034999999999999 -0.020314999999999996 0.098570000000000005 0.0051300000000000009 1.0000000180025095e-35 0.10340000000000001 -0.24955499999999997 -1.0000000180025095e-35 -0.41674499999999998 -0.067869999999999986 -0.085734999999999992 -0.016329999999999997 -0.065504999999999994 0.084930000000000019 -0.036009999999999993 -0.38533999999999996 0.086420000000000011 -0.082549999999999998 -0.064959999999999976 -0.087184999999999985 0.11524500000000001 0.093615000000000018 0.084770000000000026 0.080320000000000016 -0.084854999999999986 -0.42170999999999997 0.089405000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -3 -2 6 7 8 9 10 -4 -11 -13 14 16 -15 17 -14 -19 21 -21 22 -17 24 26 -26 28 -25 -23 -30
right_child=2 3 5 -5 -6 -7 -8 -9 -10 11 -12 12 13 15 -16 19 -18 18 -20 20 -22 23 -24 27 25 -27 -28 -29 29 -31
leaf_value=-0.0088466631990741004 4.8457482910674557e-05 0.0052898799051315747 -0.0036213316917419434 -0.0012644887363204539 0.0082946848977978032 -0.0044000833068747781 0.0052732437811791903 0.0046157987370830161 -0.0057396230492740875 -0.0064235963016038844 0.011697265874086456 0.0041940435816190747 0.0041408215323047318 -0.008150723254894493 0.012398329020167392 0.014866966302950113 0.0052536149481859284 0.0005632178217638284 -0.013014941242442507 0.0097771886447123417 0.00032955262652985506 0.0026132938738486827 -0.0017211275718485314 -0.017497033616527918 0.011809399703869948 -0.0042071130441036072 -0.012091196347028018 -0.0020829809812130408 -0.0013512363593903226 -0.012429673360936621
leaf_weight=32 23 26 25 67 24 37 25 29 25 21 22 38 28 27 24 21 34 20 23 29 1466 145 30 20 37 20 20 20 736 27
leaf_count=32 23 26 25 67 24 37 25 29 25 21 22 38 28 27 24 21 34 20 23 29 1466 145 30 20 37 20 20 20 736 27
internal_value=0 -0.00184222 7.68615e-05 0.000567915 0.0042593 1.02035e-05 6.62408e-05 2.11507e-05 -2.5471e-05 2.4954e-05 0.00354908 -3.44982e-05 1.40266e-05 -4.42208e-05 0.00235695 -0.000163448 6.17773e-05 -0.00242445 -0.00669952 -7.95671e-05 0.000512818 -0.00090263 0.00510926 -0.00120176 -0.000852997 0.00618957 -0.00128557 -0.00979001 -0.00104756 -0.00174326
internal_weight=0 125 2996 93 47 2949 2912 2887 2858 2833 47 2786 2765 2727 129 2598 105 71 43 2571 1495 1076 51 1025 985 57 928 40 908 763
internal_count=3121 125 2996 93 47 2949 2912 2887 2858 2833 47 2786 2765 2727 129 2598 105 71 43 2571 1495 1076 51 1025 985 57 928 40 908 763
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=31
num_cat=0
split_feature=44 1452 3 3 13 1456 13 474 156 160 4 2 49 150 0 1 1 3 4 150 49 39 3 13 3 0 124 16 16 133
split_gain=0.0413778 0.0716248 0.0721243 0.222581 0.368943 0.165917 0.133511 0.130462 0.305379 0.139211 0.16668 0.171479 0.236834 0.281752 0.281469 0.205016 0.210482 0.173483 0.281055 0.171152 0.358698 0.133594 0.136616 0.243532 0.103387 0.212824 0.2232 0.0982913 0.189509 0.261306
threshold=0.10049500000000001 0.11850000000000001 -0.0049599999999999991 -0.0096849999999999974 -0.049279999999999997 -0.033364999999999992 -0.16152999999999998 0.087035000000000015 0.094150000000000011 0.10830500000000001 0.27044500000000005 0.093175000000000022 -0.0087849999999999977 0.087380000000000013 -0.10324499999999999 0.10254500000000001 0.111945 0.11296500000000002 0.0033150000000000007 0.11857000000000002 -0.0072499999999999986 0.094675000000000009 0.11658 -0.11122999999999998 -0.017889999999999996 -0.066089999999999996 -0.086724999999999983 -0.0068949999999999992 -0.0083599999999999976 0.084760000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -4 -1 9 -9 10 11 12 13 -7 -14 17 -17 18 -13 20 -12 22 -22 -24 27 26 -26 28 -8 -30
right_child=-2 -3 5 4 -6 7 24 8 -10 -11 19 15 14 -15 -16 16 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0074385492771398276 -0.003695945352471123 -0.0059290830232203015 0.0090788465235382334 0.0025518947301189539 -0.014683401087919871 -0.0046954103009474862 0.000193636080515372 -0.013000221737787466 0.0021201502956340419 -0.0052941056837638219 -0.013308662167021437 -0.01243811320621587 0.017664949467469906 0.010306428780867941 0.0039589435237670145 0.012410988632589579 0.00087226930529225714 0.0051264703559519894 0.0017306372606461602 0.0080365123227238659 0.0075173707416979598 -0.0050266528482149761 0.0047982444650390083 -0.0079027046655448015 -0.00048484095558524136 -0.0034016310552796047 0.011814765016444857 -0.001009332936599583 -0.00088717855202654998 0.014888218843511172
leaf_weight=24 30 20 25 23 27 31 1563 22 34 30 23 28 29 21 31 25 43 22 28 20 32 35 36 26 25 31 36 759 21 21
leaf_count=24 30 20 25 23 27 31 1563 22 34 30 23 28 29 21 31 25 43 22 28 20 32 35 36 26 25 31 36 759 21 21
internal_value=0 3.58713e-05 7.47183e-05 -0.00014938 -0.00675517 0.00112272 -1.61991e-05 0.00073725 -0.00382 0.00129205 0.00175154 0.00335908 0.00630257 0.00136302 0.0105835 0.00110106 0.00511445 -0.00239778 -0.00535374 -0.000659764 -0.00180401 0.000247205 0.00221088 -0.00052796 5.6332e-05 0.00334522 0.00677394 -7.16619e-05 0.00037176 0.00700052
internal_weight=0 3091 3071 2530 50 541 2480 516 56 460 430 258 112 52 60 146 68 78 56 172 152 129 94 62 2456 92 61 2364 1605 42
internal_count=3121 3091 3071 2530 50 541 2480 516 56 460 430 258 112 52 60 146 68 78 56 172 152 129 94 62 2456 92 61 2364 1605 42
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=31
num_cat=0
split_feature=124 124 49 295 96 39 40 3 49 402 48 1 43 0 133 402 42 402 43 133 9 11 15 15 0 0 13 13 0 0
split_gain=0.0436242 0.23341 0.131201 0.155988 0.152909 0.176758 0.116913 0.175309 0.104607 0.0501003 0.168885 0.190306 0.300095 0.271991 0.536762 0.181881 0.328835 0.11476 0.086696 0.124108 0.0744936 0.104871 0.0726746 0.213615 0.17181 0.267769 0.166964 0.162837 0.129149 0.171355
threshold=-0.080874999999999989 -0.077084999999999987 0.11042000000000002 0.084000000000000005 0.083670000000000008 0.085530000000000009 -0.08440499999999998 -0.0080949999999999998 -1.0000000180025095e-35 0.090075000000000002 0.086565000000000017 0.090965000000000004 -0.0071849999999999995 -0.086409999999999987 0.09635500000000001 0.11320500000000001 0.084835000000000008 0.087880000000000014 -0.0040649999999999983 -0.071719999999999992 -1.0000000180025095e-35 -0.011194999999999998 -0.11033999999999998 -0.099734999999999976 -0.23811499999999999 -0.10836499999999999 -0.051094999999999995 -0.019614999999999997 -0.26343999999999995 -0.11013499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 8 -7 -8 -1 17 11 13 -13 15 18 16 -11 20 19 -15 -3 -22 24 26 -23 27 -24 -26 -25 -30
right_child=1 9 -4 -5 -6 6 7 -9 -10 10 -12 12 -14 14 -16 -17 -18 -19 -20 -21 21 22 23 28 25 -27 -28 -29 29 -31
leaf_value=0.011456591268768536 -0.010603752155743894 -0.0048862172392546204 -0.0062841336359269924 -0.0054645844532743744 0.011522288955748082 -0.0065043405901330223 0.0071015070883497112 -0.0032962291398315061 0.0025570175776790296 0.00044175357725180221 0.010111228241585196 -0.014420525366440416 0.0010168029303552913 0.0085017063705890902 0.01948465235708725 0.0044082404020009567 -0.015662566776431741 -0.0067680770423836443 -0.0021992977900320994 -0.00011472657189837525 0.0071815779944881799 -0.0050884390053780454 -0.0010005158022977413 0.0074693936515938157 0.0031337807874492227 -0.00012072505295017171 -0.012796126742614433 0.011217872559642182 -0.0027666012614077345 8.5991462402928173e-05
leaf_weight=25 21 32 20 23 20 24 31 34 28 32 20 20 34 32 21 25 21 26 34 35 20 38 24 22 69 201 24 39 237 1889
leaf_count=25 21 32 20 23 20 24 31 34 28 32 20 20 34 32 21 25 21 26 34 35 20 38 24 22 69 201 24 39 237 1889
internal_value=0 -9.91289e-05 0.00141005 0.00224185 0.00333597 0.00218297 -0.000539654 0.00166269 0.00675493 -2.29295e-05 0.0012637 0.000567046 -0.00470073 0.00198934 0.00493804 -0.00262272 -0.0059392 -0.000157434 0.0019135 0.00400058 -9.12005e-05 -3.13329e-05 -8.80605e-05 -0.000300564 0.00125678 0.00203709 -0.00689832 0.00605304 -0.000153128 -0.000232007
internal_weight=0 2916 205 185 162 142 89 65 53 2895 274 254 54 200 122 78 53 2621 101 67 2595 2563 2543 2196 347 309 48 108 2148 2126
internal_count=3121 2916 205 185 162 142 89 65 53 2895 274 254 54 200 122 78 53 2621 101 67 2595 2563 2543 2196 347 309 48 108 2148 2126
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=31
num_cat=0
split_feature=15 15 3 43 15 52 2 3 130 40 43 4 13 1426 132 16 132 1455 1452 12 12 50 1419 46 11 1 1 474 50 4
split_gain=0.0438942 0.17602 0.1149 0.167991 0.142988 0.104938 0.0950847 0.107008 0.0764659 0.0943751 0.0731801 0.079529 0.257716 0.0724045 0.0701543 0.0722274 0.106418 0.0702697 0.0927767 0.0733692 0.109599 0.100257 0.0996387 0.0728307 0.0859924 0.115675 0.120477 0.0752592 0.14673 0.267386
threshold=0.11728000000000001 0.11461000000000002 -0.073884999999999992 -0.08756499999999999 0.11923500000000002 0.41423000000000004 0.13404500000000005 -0.020429999999999997 -0.22461999999999996 -0.15892999999999999 -0.52440999999999993 -0.51843499999999987 -0.012119999999999997 0.091560000000000016 0.11793500000000001 -0.078844999999999985 0.13831000000000002 0.11922500000000001 0.10669000000000002 0.12757000000000002 0.11903500000000002 0.14026500000000003 0.10408000000000002 -0.043074999999999995 -1.0000000180025095e-35 0.15170500000000001 0.14627000000000004 0.11085000000000002 0.13120500000000004 -0.013514999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 -4 6 7 -6 -1 -10 -11 12 -12 14 17 -16 -17 18 19 20 21 22 23 -13 -25 26 27 28 -26 -30
right_child=2 -3 4 -5 5 -7 -8 -9 9 10 11 13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0052124598296359181 0.0039237359720889643 -0.0077108210406731815 0.010752683806987037 -0.0076104057304162004 0.011599399954346674 -0.0046061547473073006 -0.00058317065430695523 0.0016196217472580347 0.0068841278762556612 -0.0044893603254523547 -0.0042983326023783193 0.0056792703203179624 0.0099511870935869717 -0.0060197427636012437 0.007552739866271925 0.0054444771689864313 -0.0036031839294502371 0.0058395067881792792 -0.0060545108424356351 -0.0053376049501821406 0.0068734804937696974 -0.005807448429986835 0.0068670911270947684 -0.005820729688275606 -8.8787978769027146e-05 0.0064700795125207629 -0.0074781659440222113 -0.0044603816699236637 0.014341860870772508 -0.00058535430580377581
leaf_weight=28 23 30 21 28 21 21 34 22 20 36 22 22 30 20 24 26 26 20 26 26 23 30 21 26 2358 27 22 38 20 30
leaf_count=28 23 30 21 28 21 21 34 22 20 36 22 22 30 20 24 26 26 20 26 26 23 30 21 26 2358 27 22 38 20 30
internal_value=0 -9.00112e-05 0.00156249 -0.00240873 0.00326444 0.00165982 0.00336872 0.00649347 -1.1742e-05 3.85933e-05 -9.06092e-06 4.77917e-05 0.00392254 -2.45556e-05 1.88092e-05 0.00301499 0.000920647 -6.58728e-05 -0.000110124 -5.16476e-05 8.68557e-07 -6.00682e-05 7.17879e-06 -4.94701e-05 -9.94631e-05 -3.98427e-05 -0.000111061 -4.47997e-05 2.48815e-05 0.00538553
internal_weight=0 2951 170 51 119 98 77 43 2921 2893 2873 2837 52 2785 2765 76 52 2689 2669 2643 2617 2594 2564 2543 2521 2495 2468 2446 2408 50
internal_count=3121 2951 170 51 119 98 77 43 2921 2893 2873 2837 52 2785 2765 76 52 2689 2669 2643 2617 2594 2564 2543 2521 2495 2468 2446 2408 50
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=31
num_cat=0
split_feature=1426 1417 471 1419 160 16 482 133 448 0 50 50 49 159 474 160 484 1375 483 159 483 1447 159 13 16 0 133 16 160 480
split_gain=0.0422665 0.0418235 0.0694297 0.0760816 0.0473274 0.0736362 0.0553165 0.140803 0.0559181 0.112898 0.053869 0.167237 0.0854875 0.100919 0.0685903 0.0668258 0.0784867 0.157843 0.097875 0.159072 0.105116 0.0959266 0.415371 0.115491 0.0880336 0.149954 0.126735 0.093115 0.0844484 0.098769
threshold=-0.10090499999999998 -0.080324999999999994 -0.081099999999999992 0.098075000000000009 0.51752500000000012 -0.56967999999999985 -1.0000000180025095e-35 0.087285000000000015 0.056825000000000007 -0.26609999999999995 -0.23848499999999997 -1.0000000180025095e-35 0.097940000000000013 0.084250000000000005 0.11454000000000002 0.28906000000000004 -0.085604999999999987 0.08401500000000002 -0.069964999999999986 -0.018454999999999996 -1.0000000180025095e-35 -0.085804999999999979 -0.085489999999999997 -0.08459499999999999 0.033715000000000009 -0.089019999999999974 0.085355000000000014 -0.011734999999999997 -0.54913999999999985 -0.079679999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -7 9 -8 12 -12 13 -11 15 16 17 24 19 -18 -20 22 23 -22 25 -13 -26 -27 -23 -30
right_child=1 2 3 -5 -6 6 8 -9 -10 10 11 14 -14 -15 -16 -17 18 -19 20 -21 21 28 -24 -25 26 27 -28 -29 29 -31
leaf_value=0.0044711826413515064 -0.0044778783362181412 0.0058728112839162355 0.0054790235978240771 -0.0056465532715568173 0.0035606081496430187 -0.0092338088053193958 0.007311747764192876 0.0022139276510902812 -0.005299718388123438 0.0091854362696823146 -0.008260508313775063 0.001072356212396352 -0.001811170875485654 -5.7597822021870383e-05 0.005277908016190244 -0.0044972189359695595 -0.01137944401067216 -0.0058402598037251407 0.0069577786361887349 0.0012329294742085041 -0.0025090635256169156 0.0044630823353101019 -0.015615671119164854 0.0069686148746404804 -0.0054766336395087739 0.0052265658465330492 0.0055222090962342915 0.014465364531497472 -0.0069419013258690647 -5.3684942641467266e-05
leaf_weight=21 21 20 24 24 37 22 21 21 20 27 25 42 28 21 24 34 20 21 21 20 36 41 21 20 22 24 20 20 21 2382
leaf_count=21 21 20 24 24 37 22 21 21 20 27 25 42 28 21 24 34 20 21 21 20 36 41 21 20 22 24 20 20 21 2382
internal_value=0 -3.02887e-05 4.56735e-08 -3.8351e-05 5.99726e-06 -3.78722e-05 -8.23932e-05 -0.00364305 -3.01556e-05 6.04888e-06 -4.70375e-05 -0.00011799 0.00258006 0.00514161 -4.50018e-05 -9.12043e-05 -3.6351e-05 0.00219528 -0.000165132 -0.00507326 -8.78996e-05 -0.00014659 -0.00362186 0.000875822 0.00351361 0.00534632 -0.000239089 0.00942602 -3.70995e-05 -0.000113882
internal_weight=0 3100 3079 3059 3035 2998 2974 43 2931 2911 2890 2814 76 48 2789 2765 2731 149 2582 40 2542 2521 77 56 128 86 42 44 2444 2403
internal_count=3121 3100 3079 3059 3035 2998 2974 43 2931 2911 2890 2814 76 48 2789 2765 2731 149 2582 40 2542 2521 77 56 128 86 42 44 2444 2403
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=31
num_cat=0
split_feature=3 12 44 1452 1455 160 0 1446 0 1 8 0 147 48 48 13 3 13 2 150 43 13 40 150 52 10 2 147 454 472
split_gain=0.0393761 0.0438468 0.0443025 0.06113 0.0800543 0.0679155 0.294982 0.0670562 0.0841451 0.0596776 0.150767 0.15076 0.0788923 0.0653549 0.132823 0.114876 0.0958245 0.180587 0.158448 0.0912634 0.119716 0.168704 0.106359 0.106624 0.149382 0.118846 0.1025 0.0879521 0.106405 0.086067
threshold=0.63141500000000017 -0.23059999999999997 0.10049500000000001 0.11850000000000001 0.10994000000000001 -0.55323499999999981 -0.085804999999999979 0.111445 -0.082844999999999988 0.14804000000000003 0.091215000000000004 -0.057069999999999989 0.10271500000000001 0.11951500000000001 0.11247500000000001 -0.07965499999999999 0.11658 -0.17933499999999997 0.11177500000000001 0.11156000000000001 -0.086909999999999987 -0.066634999999999986 0.0064400000000000004 0.095565000000000011 -0.015069999999999998 0.069930000000000006 0.08708500000000001 0.089365000000000014 1.0000000180025095e-35 -0.38234499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 9 -9 10 12 -11 13 14 16 -15 17 -7 -18 22 -21 26 23 25 -25 27 -22 28 29 -19
right_child=-2 2 -4 -5 -6 7 -8 8 -10 11 -12 -13 -14 15 -16 -17 18 19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0036019631579299184 -0.0041223637548366407 0.0043955359940550161 -0.0042014469020068652 -0.0054848758783191441 0.0049603061750531198 -0.0089863786575100999 -0.012365580955520273 0.0085182389510529387 0.00014441798141758358 -0.0026494486856972802 -0.0081166735627566985 0.0092218622909453901 0.0049496170162456115 0.0023011836050837128 0.0063424618011622726 -0.0058222839114617335 0.007869110743049532 -0.0061692860787329468 1.9356175915971916e-05 0.0035510035417974 0.0035051065613515677 -0.012701883042852084 -0.0052937677416421882 0.008334401448735514 -0.00071370904851290927 0.0061426059598283424 -0.0059401402905307436 -0.0052966829338402027 0.0070679494845015669 -2.0847150398119775e-05
leaf_weight=34 23 21 25 20 33 23 21 21 28 20 23 23 32 27 33 49 40 23 72 20 20 21 37 37 36 31 27 32 21 2248
leaf_count=34 23 21 25 20 33 23 21 21 28 20 23 23 32 27 33 49 40 23 72 20 20 21 37 37 36 31 27 32 21 2248
internal_value=0 3.0605e-05 -9.02492e-06 2.54636e-05 6.1968e-05 7.83363e-06 -0.00398502 6.47969e-05 0.0037332 2.70655e-06 -5.30429e-05 0.00370032 1.25151e-05 -4.39695e-05 3.68164e-05 -0.00293632 -4.05967e-05 -0.000165094 0.00282284 -8.56229e-05 -0.00325001 -0.00525031 2.73452e-05 0.000108433 0.00387232 -8.23953e-06 -0.00192089 -9.02861e-05 -1.75964e-05 -8.31167e-05
internal_weight=0 3098 3064 3039 3019 2986 42 2944 49 2895 2852 43 2829 2797 2721 76 2688 2576 112 2553 88 68 2465 2428 73 2355 47 2324 2292 2271
internal_count=3121 3098 3064 3039 3019 2986 42 2944 49 2895 2852 43 2829 2797 2721 76 2688 2576 112 2553 88 68 2465 2428 73 2355 47 2324 2292 2271
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=31
num_cat=0
split_feature=15 1447 1447 393 11 15 52 13 1186 481 131 4 1 481 130 130 1208 1209 16 1 52 12 4 4 0 1186 42 402 15 52
split_gain=0.0386404 0.154566 0.260847 0.127338 0.125884 0.112668 0.170531 0.110393 0.109953 0.100608 0.112036 0.339899 0.133467 0.100187 0.108765 0.19317 0.152918 0.304001 0.296095 0.127459 0.182044 0.157821 0.150628 0.148895 0.203809 0.115499 0.129806 0.102021 0.0945562 0.0930858
threshold=0.085935000000000025 -0.086059999999999984 -0.084894999999999984 0.106645 0.10458500000000001 0.087065000000000017 0.087555000000000008 -0.081829999999999986 0.090275000000000008 1.0000000180025095e-35 0.089255000000000015 -0.068329999999999988 0.08864000000000001 -0.099059999999999995 0.006490000000000001 0.11728500000000001 0.099975000000000008 -0.084519999999999984 -0.076669999999999988 0.097115000000000021 -0.099454999999999974 0.086700000000000013 -0.080584999999999976 -0.047864999999999991 -0.082619999999999985 -1.0000000180025095e-35 0.10892 0.08865000000000002 0.088495000000000018 -0.23375999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 -3 4 8 6 -4 -2 -1 10 13 12 -12 -7 16 -16 17 -15 -18 20 -19 -22 25 24 -24 -23 28 -26 -27 -21
right_child=1 2 5 -5 -6 9 -8 -9 -10 -11 11 -13 -14 14 15 -17 18 19 -20 29 21 22 23 -25 27 26 -28 -29 -30 -31
leaf_value=-0.00030209178885830669 0.01188599071931094 -0.01101339442189783 0.00035257106009382931 -0.0079721671085627305 0.0067688910433879278 0.0069596582983175049 0.010427629938515436 0.001379184816032648 0.0068033088633621293 0.0071878731716424234 -0.0030692941947508545 -0.011046095165823187 0.0062295168670343948 -0.011255814045342469 0.0092228334623255907 -0.0010740400126547014 0.014333369323830995 -0.01009128739591688 -0.0026679568657917638 0.0087911706711165608 0.0049387652167351918 0.0010187177000261728 0.0077195369997934901 -0.0064587207128559906 -0.0015504601137178351 -0.0038989197540407385 9.2067154279599592e-05 0.0044701488585107861 -0.012148270081502922 0.00089226755741480244
leaf_weight=2164 20 20 42 21 26 23 28 20 22 20 33 35 29 26 35 38 20 20 21 25 50 32 40 28 129 24 24 36 33 37
leaf_count=2164 20 20 42 21 26 23 28 20 22 20 33 35 29 26 35 38 20 20 21 25 50 32 40 28 129 24 24 36 33 37
internal_value=0 0.000557971 0.000271432 -0.000221889 -0.00014831 0.000544013 0.00438259 0.00663259 -0.000230583 0.000189526 -1.30835e-07 -0.00316746 0.00128015 0.000479169 0.000237986 0.00386282 -0.000247542 -0.000725299 0.00562537 -0.000152509 -0.000782915 -0.000312795 -0.00107169 0.000381345 0.0013156 -0.00406777 -0.00607725 -0.000236873 -0.00867486 0.00407731
internal_weight=0 888 848 2233 2212 828 70 40 2186 758 738 97 62 641 618 73 545 504 41 478 416 396 346 233 205 113 81 165 57 62
internal_count=3121 888 848 2233 2212 828 70 40 2186 758 738 97 62 641 618 73 545 504 41 478 416 396 346 233 205 113 81 165 57 62
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=31
num_cat=0
split_feature=1185 1186 390 43 43 1447 1447 1447 1453 4 131 34 10 0 0 13 12 12 43 0 50 43 133 50 51 52 1447 0 151 159
split_gain=0.0364035 0.0494897 0.0980874 0.0501022 0.16464 0.118768 0.171798 0.128808 0.125332 0.110909 0.116382 0.126421 0.169256 0.132421 0.52009 0.216577 0.155826 0.171603 0.15108 0.556652 0.217311 0.152964 0.2373 0.150175 0.186487 0.844035 0.236511 0.222092 0.200051 0.180221
threshold=0.089300000000000004 0.092410000000000006 0.089065000000000019 -0.066504999999999995 -0.05647499999999999 -0.086059999999999984 -0.084549999999999986 -0.086789999999999992 -0.068424999999999986 -0.52556499999999995 1.0000000180025095e-35 -1.0000000180025095e-35 -0.012544999999999999 0.0059850000000000016 -0.030209999999999997 -0.070999999999999994 0.10124000000000001 0.096830000000000013 -0.036954999999999995 -0.071339999999999987 0.085685000000000011 -0.023869999999999995 0.18829500000000002 0.13146500000000003 0.081440000000000026 0.008405000000000001 -0.0035149999999999995 -0.04917499999999999 -0.016164999999999995 0.097495000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -6 -8 -10 11 -11 -13 14 18 -15 17 -17 19 -14 -21 22 -20 24 26 28 -23 29 -26 -28
right_child=-2 -3 -4 4 5 6 8 -9 9 10 -12 12 13 15 -16 16 -18 -19 21 20 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00039913164291160763 0.0028895157029267485 -0.0044715176932513716 0.0062340000548283571 -0.0060144194502237385 -0.00066067803473699664 -0.0070278407442138386 -0.0077161109371280123 0.010288581188598817 0.0072837015986442575 0.0069185380580956525 0.0032543198387189722 -0.0092580068708312795 -0.019016103908543303 0.011985466892365368 -0.015055495003238321 0.0011230886656379041 0.0084536995900713879 -0.0089913356304168711 -0.0011386037430687187 -0.0056047313550317834 0.0087978155375458313 0.0090994612395728907 0.013610115442425014 0.005809808297183465 0.0075755478848737699 -0.018060542407417387 -0.00052103291841388384 -0.0095071549473616946 -0.002202164826624256 0.0053053069202609266
leaf_weight=1346 43 25 25 51 21 38 22 22 20 23 91 22 20 20 25 104 23 20 24 22 20 27 20 37 27 33 774 26 93 57
leaf_count=1346 43 25 25 51 21 38 22 22 20 23 91 22 20 20 25 104 23 20 24 22 20 27 20 37 27 33 774 26 93 57
internal_value=0 -4.03669e-05 -4.08164e-06 -5.5585e-05 -0.000419466 -0.000244517 -0.000384938 0.00494127 -0.00022208 -0.000114181 -0.000212297 -0.000434923 -0.00055625 -0.000416718 -0.000782453 0.00222227 0.000893943 -0.00050827 -0.000480058 -0.005285 0.00125362 -0.000213594 0.00556536 -0.000450348 -0.00067371 -0.00389712 -0.000115812 -0.000406141 -2.17947e-06 -0.000121392
internal_weight=0 3078 3053 3028 1682 1631 1588 43 1550 1528 1508 1417 1394 1372 1205 167 147 124 1180 62 42 1118 44 1074 1037 153 884 857 120 831
internal_count=3121 3078 3053 3028 1682 1631 1588 43 1550 1528 1508 1417 1394 1372 1205 167 147 124 1180 62 42 1118 44 1074 1037 153 884 857 120 831
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=31
num_cat=0
split_feature=1447 3 1453 50 50 1452 50 50 1452 42 15 159 1 0 483 3 2 1452 479 1447 1456 403 158 51 484 160 51 158 3 2
split_gain=0.0393675 0.155798 0.0837128 0.0604818 0.193047 0.159536 0.104978 0.0977287 0.0870579 0.101288 0.0822711 0.124005 0.121439 0.0719123 0.0698466 0.15728 0.150949 0.141187 0.115069 0.165792 0.125404 0.242385 0.140889 0.162216 0.132803 0.12655 0.118172 0.116453 0.0980852 0.170777
threshold=-0.085804999999999979 -0.086224999999999982 -0.085794999999999982 0.11875500000000001 0.12213000000000002 0.11769000000000002 0.11700000000000001 0.115 0.089640000000000011 0.08623500000000002 -0.0072999999999999992 -1.0000000180025095e-35 0.099990000000000009 -0.081459999999999991 -0.040619999999999996 -0.095524999999999985 0.09142500000000002 0.082765000000000019 0.10713500000000002 0.0071200000000000005 0.091180000000000011 -0.55683499999999986 0.10667500000000002 -0.43587999999999999 1.0000000180025095e-35 -0.063384999999999983 -0.069724999999999995 0.10254000000000001 -0.13309499999999996 0.10699500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 6 7 8 14 -10 11 12 13 -6 15 -4 17 -17 19 20 21 -16 23 -23 26 -22 -24 28 29 -25
right_child=2 -3 3 4 10 -7 -8 -9 9 -11 -12 -13 -14 -15 18 16 -18 -19 -20 -21 25 22 24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0077573100119479937 0.0056155863252502908 0.00033214865164751171 -0.0046942182689566512 -0.010570518892597068 -0.0073551916214637456 0.0086117514663121911 0.0067905678950331136 -0.0066318229073658586 -0.0096089842682704346 0.00012150015909751149 0.0044673109668548466 -0.0066079992731517588 0.0050193616189062595 0.0010233597386450995 -0.010998082727892326 0.012190984126420753 -0.0018581068345709989 0.0017162622238340028 0.0072337429970502857 -0.0068648502150816587 0.00048745846186109166 0.0087321700443598362 0.0036842463052143221 0.0039413605512017029 -0.011241524009965361 0.010704746711152522 -0.0059895928683025498 0.0053891590989490114 -0.0002089619756566371 -0.0014856544040363802
leaf_weight=32 27 93 22 22 20 22 23 22 20 23 27 35 34 21 20 31 23 22 22 35 27 22 23 154 20 22 28 41 2095 93
leaf_count=32 27 93 22 22 20 22 23 22 20 23 27 35 34 21 20 31 23 22 22 35 27 22 23 154 20 22 28 41 2095 93
internal_value=0 -0.00173875 7.25448e-05 2.21365e-05 -0.00187528 0.000129499 6.25659e-05 6.6006e-06 5.98435e-05 -0.00440431 -0.00047896 -0.00169305 0.0006006 -0.00306374 0.000130939 0.00275172 0.00490713 0.00784299 3.22317e-05 -2.91765e-05 6.48308e-05 -3.35222e-05 5.50445e-05 0.000184653 -0.00433523 0.00507481 -0.00162688 0.000105742 1.32486e-05 0.00189799
internal_weight=0 125 2996 2969 159 2810 2788 2765 2743 43 137 110 75 41 2700 98 76 53 2602 2580 2545 2496 2476 2405 71 49 51 2383 2342 247
internal_count=3121 125 2996 2969 159 2810 2788 2765 2743 43 137 110 75 41 2700 98 76 53 2602 2580 2545 2496 2476 2405 71 49 51 2383 2342 247
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=31
num_cat=0
split_feature=1456 484 15 1451 3 51 153 1454 43 483 483 49 2 0 159 2 42 2 0 1456 159 49 1 49 52 49 151 42 120 148
split_gain=0.0425561 0.11403 0.0867792 0.0808723 0.0629813 0.0605509 0.084845 0.0582737 0.204175 0.0768322 0.0753048 0.103307 0.133217 0.175503 0.151261 0.136953 0.103867 0.0962532 0.0925046 0.0909809 0.264096 0.0772802 0.167655 0.162722 0.280476 0.156704 0.148271 0.236647 0.0983318 0.112889
threshold=0.091295000000000001 -0.063689999999999983 -0.066844999999999988 0.091400000000000009 -0.07793499999999999 -0.46621499999999999 0.08351500000000002 0.093640000000000015 -0.076484999999999984 -0.24416999999999997 0.088070000000000009 0.10347500000000003 0.091185000000000002 -0.089964999999999976 -0.093824999999999978 0.10527500000000002 0.086835000000000009 0.085235000000000019 -0.077639999999999987 -0.090954999999999994 -0.019375 0.12899500000000003 0.11282000000000002 0.11475 -0.023194999999999997 0.11042000000000002 -0.50825999999999982 0.086665000000000006 0.088020000000000015 -0.079549999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 -2 -1 7 9 -9 -7 19 12 13 -12 -14 -16 -17 18 -15 20 -11 23 26 25 -25 28 -23 -28 29 -21
right_child=1 -3 -4 -5 -6 6 -8 8 -10 10 11 -13 14 17 15 16 -18 -19 -20 21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0049281434826552867 -0.0044070194584175789 0.0030585145302624867 -0.0073970116699408547 0.0061126910689794887 0.0032659106049686675 0.0046213353644251019 -0.0060640134160285415 0.0023939177345741413 -0.010075161893231174 0.0042041745702070853 0.0059637252926169077 -0.004815614591574386 -0.0012344170175492765 0.0043243525190400367 0.01412130477635757 0.0094946397947967952 -0.0004512451813622777 -0.0079297448736421455 -0.0048554735624098356 -0.0036934870264799845 -0.010520888868205507 -0.0011291255331819965 -0.0018246756747876314 0.0025705303275026384 -0.013463905608902375 0.0085615786590746475 0.01613941980606836 0.0016322936064997605 0.0062544097978388894 -4.3650543588919236e-05
leaf_weight=25 23 33 38 22 20 37 23 29 24 21 34 21 25 23 23 21 21 24 21 88 29 21 51 20 24 21 23 22 24 2290
leaf_count=25 23 33 38 22 20 37 23 29 24 21 34 21 25 23 23 21 21 24 21 88 29 21 51 20 24 21 23 22 24 2290
internal_value=0 -0.00189648 -0.00391518 7.18985e-05 -0.000838215 2.73767e-05 -1.40149e-05 3.33634e-05 -0.00325246 9.37477e-05 3.49066e-05 0.00184348 0.00257182 9.75289e-05 0.00537601 0.00791848 0.0045217 -0.00283557 -5.69281e-05 -0.000111345 -0.00433636 -2.95912e-05 0.0024816 -0.000148687 -0.00617553 -3.92438e-05 0.00580917 0.00904705 -0.000114438 -0.000178716
internal_weight=0 114 81 3007 43 2985 2960 2937 53 2884 2847 213 192 102 90 65 42 68 44 2634 50 2584 117 2467 44 2423 66 45 2402 2378
internal_count=3121 114 81 3007 43 2985 2960 2937 53 2884 2847 213 192 102 90 65 42 68 44 2634 50 2584 117 2467 44 2423 66 45 2402 2378
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=31
num_cat=0
split_feature=401 402 15 402 128 38 394 50 15 159 12 1452 159 403 403 0 43 43 1213 1213 3 403 3 38 11 1 12 43 4 4
split_gain=0.0380919 0.0994474 0.301873 0.116419 0.066499 0.0715848 0.0771665 0.0685167 0.165087 0.102312 0.135105 0.0800992 0.0738527 0.065706 0.306568 0.193407 0.175262 0.060576 0.0654236 0.331032 0.226376 0.164205 0.225987 0.0695448 0.0900171 0.0824047 0.119239 0.100497 0.145183 0.19647
threshold=-0.4686749999999999 -0.43418999999999991 0.090615000000000015 -0.41217999999999994 0.11876500000000001 0.11100500000000002 -0.15150999999999998 0.12170000000000002 -0.0079099999999999986 -1.0000000180025095e-35 0.09320500000000001 0.11727000000000001 -0.47215999999999997 -0.53960999999999981 -0.53101999999999994 -0.086409999999999987 -0.041049999999999996 0.51852500000000012 0.060985000000000004 0.084620000000000015 -0.092984999999999984 -0.084674999999999986 -0.083924999999999986 0.091770000000000004 -0.011194999999999998 0.15170500000000001 -0.029094999999999999 0.28064000000000006 -0.068329999999999988 0.0045450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 11 9 10 12 13 -9 15 -15 -8 -17 18 23 -20 -21 -22 -23 24 -16 27 -27 -26 -29 -30
right_child=1 3 -4 4 -6 -7 7 8 -10 -11 -12 -13 -14 14 17 16 -18 -19 19 20 21 22 -24 -25 25 26 -28 28 29 -31
leaf_value=0.0032340428830745318 0.0023960262894009553 0.0076423452049493787 -0.012650735070928933 -0.0052492877052697749 0.0042008291206297446 -0.0060274086965364411 -0.0051819055562927615 0.00092192783274433823 -0.0095076809749007236 -0.0048063724415024394 -0.0036886712247184636 0.0058845022829094283 0.0090262013912686834 -0.010805581574543165 -0.0066399341992413007 0.00035065027057296701 0.011642468339830105 0.0053315779331817546 0.012581636467948557 -0.0094731032582265999 -0.0020046440477941244 0.013425241232934324 0.0011858912213938311 0.0056584000787032506 -1.8386545587367666e-05 0.0099147583928424869 -0.00075386414219709961 0.0034038325094363909 -0.013118656216344485 -0.0015013077535439988
leaf_weight=36 30 20 24 28 37 20 21 22 25 37 29 24 23 26 21 27 28 22 25 21 63 22 48 21 2296 20 22 22 24 37
leaf_count=36 30 20 24 28 37 20 21 22 25 37 29 24 23 26 21 27 28 22 25 21 63 22 48 21 2296 20 22 22 24 37
internal_value=0 -3.77392e-05 -0.00429142 3.8044e-05 -1.24662e-05 -6.48844e-05 -2.45153e-05 2.54825e-05 -0.00216628 -0.000512813 0.00163397 0.000132321 0.00506411 8.24107e-05 4.87531e-07 0.00298206 0.00609921 0.000105952 6.24383e-05 0.00190833 0.000175652 0.00169914 0.00503254 -7.17131e-05 -0.000120989 -6.44433e-05 0.00432643 -0.000141962 -0.00356038 -0.00607207
internal_weight=0 3085 54 3031 3011 2974 2954 2926 136 111 74 2790 45 2766 2690 76 55 2664 2642 179 154 133 70 2463 2442 2421 42 2379 83 61
internal_count=3121 3085 54 3031 3011 2974 2954 2926 136 111 74 2790 45 2766 2690 76 55 2664 2642 179 154 133 70 2463 2442 2421 42 2379 83 61
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=31
num_cat=0
split_feature=3 45 11 104 97 4 43 11 43 376 3 1443 3 1371 484 4 16 484 151 49 131 15 0 4 0 0 12 4 1455 15
split_gain=0.041574 0.0451829 0.16097 0.0636683 0.0547233 0.0464521 0.0486885 0.122517 0.110272 0.108458 0.128131 0.12153 0.136517 0.216038 0.156944 0.226644 0.190091 0.144112 0.126617 0.131603 0.269016 0.187981 0.174707 0.161337 0.125464 0.130772 0.0934957 0.0907458 0.089555 0.174041
threshold=0.63141500000000017 -0.067109999999999989 -0.014494999999999999 0.079665000000000014 -0.086244999999999988 -0.55119499999999988 -0.082389999999999977 0.099410000000000012 -0.082144999999999982 0.084195000000000006 -0.010424999999999999 0.086900000000000019 -0.082594999999999988 0.083235000000000017 0.091880000000000003 -0.00027999999999999998 -0.011734999999999997 0.090535000000000018 -0.14575499999999997 -0.011734999999999997 0.023795 0.094425000000000023 -0.091354999999999978 -0.15764999999999998 -0.068189999999999987 -0.075684999999999988 0.086655000000000024 0.09173000000000002 -0.094999999999999987 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 9 8 -8 10 11 12 13 17 15 16 -14 18 -7 20 22 23 -20 -21 25 -25 -24 -17 29 -10
right_child=-2 2 3 -5 5 6 7 -9 28 -11 -12 -13 14 -15 -16 27 -18 -19 19 21 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0047062323801219464 -0.0042358516032159656 0.0087874514050781723 0.0049021416586702282 -0.0051280253101140261 -0.0038452426692651164 0.0053711427514114094 -0.0073180912972681915 0.0074007746186994378 0.0094457944889587385 0.0063239345820902881 -0.0074299098225310452 0.0080028237976049171 0.011111329017827909 0.0098747105159600335 0.011190411699935794 -0.0086031359408728098 0.0018083477052064931 -0.0066461224096680165 0.0063968885313009927 -0.006128308982888778 -0.014379629346076402 -0.0080729683422340239 -0.00073557780296714228 0.0013412813683423928 0.0071697958402664359 -0.0070559834921732545 -0.0097564360476098955 -2.0751197423253742e-05 -0.00030336428225548209 -0.0022579220094485208
leaf_weight=20 23 21 23 24 31 37 22 21 27 33 20 22 30 20 20 22 82 38 21 31 20 26 27 255 34 20 20 28 2079 24
leaf_count=20 23 21 23 24 31 37 22 21 27 33 20 22 30 20 20 22 82 38 21 31 20 26 27 255 34 20 20 28 2079 24
internal_value=0 3.14476e-05 6.22317e-05 2.29398e-06 4.289e-05 5.75948e-06 4.58337e-05 -0.000200382 -0.000274557 0.000709638 0.000469959 0.000679783 0.000459391 -0.000327446 0.00283287 0.00180108 0.00430022 -0.000713161 -0.000253991 -0.000712427 -0.00418463 0.000122419 -0.0011861 0.000749125 0.00143909 0.000730571 -0.00457424 -0.003797 -0.000201807 0.00393816
internal_weight=0 3098 3078 3057 3033 3010 2979 2173 2152 806 773 753 731 549 182 162 112 529 491 454 88 366 68 340 309 275 47 50 2130 51
internal_count=3121 3098 3078 3057 3033 3010 2979 2173 2152 806 773 753 731 549 182 162 112 529 491 454 88 366 68 340 309 275 47 50 2130 51
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=31
num_cat=0
split_feature=15 15 3 2 43 2 2 1452 130 10 10 150 132 132 132 42 13 42 33 1456 1447 1456 16 15 49 158 3 16 16 4
split_gain=0.0413796 0.135568 0.0974307 0.127784 0.126388 0.0910486 0.0833566 0.0717206 0.0638025 0.088514 0.172878 0.0972385 0.0618957 0.0921558 0.117222 0.0981775 0.0907495 0.0941471 0.0774233 0.0672903 0.181076 0.179841 0.129842 0.241809 0.204281 0.13123 0.0904945 0.0856871 0.182463 0.178432
threshold=0.11728000000000001 0.11461000000000002 -0.073884999999999992 0.094400000000000026 -0.08756499999999999 0.10882500000000002 0.13404500000000005 0.11815000000000002 -0.22461999999999996 -0.15926999999999997 -0.089679999999999982 0.13529000000000005 0.11793500000000001 0.10240500000000001 0.09678500000000001 -0.08298999999999998 -0.004174999999999999 -0.081159999999999996 0.083840000000000012 -0.075669999999999987 -0.085709999999999995 -0.0083149999999999977 -0.0060749999999999997 -0.077219999999999983 0.088930000000000009 0.10398500000000001 -0.081734999999999988 -0.5048999999999999 -0.4179199999999999 0.23246000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 -2 -5 -7 8 -1 -10 -11 12 13 14 18 -15 17 -14 19 20 -12 -21 24 -24 25 26 -22 29 -29 -23
right_child=2 -3 3 5 -6 6 -8 -9 9 10 11 -13 16 15 -16 -17 -18 -19 -20 21 22 27 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0047259623983076648 0.0033528423422704576 -0.0067754384502768522 0.008265558169189129 -0.0042059757203484578 -0.0066516448344503126 0.0076545800557748112 8.7500499511087264e-05 -0.0057068298644894228 0.0043289716054763028 -0.0086359683889895688 -0.0055827666282782275 0.0057319591768706839 0.0014107278548181057 0.00051797329137722651 0.0074638522895319123 -0.0071800984530332127 -0.0010826844976029614 0.010890583284199238 0.006009972805068607 -0.0074528062976348926 0.016419596949050347 -0.010970958694815637 -0.0084739786951104189 0.0042227091547101733 -0.001385450398811372 0.0028419905143824442 0.0071359973400831229 0.0044938304894789 -0.00015344643610406856 -0.0010571704828180374
leaf_weight=28 23 30 34 24 28 24 37 22 48 23 29 30 22 30 21 37 33 20 21 34 21 21 24 40 32 27 21 88 2115 134
leaf_count=28 23 30 34 24 28 24 37 22 48 23 29 30 22 30 21 37 33 20 21 34 21 21 24 40 32 27 21 88 2115 134
internal_value=0 -8.73949e-05 0.00151707 0.00308431 -0.00213982 0.00101181 0.00306471 -1.87056e-05 2.44605e-05 7.079e-05 -1.61268e-06 6.93124e-05 7.98408e-06 -7.08732e-05 2.24967e-05 -0.0037332 0.00284159 0.00592494 -3.74452e-05 -8.65542e-05 0.00170464 -0.000231826 0.00298545 -0.000538549 0.00521848 0.00828118 0.0117778 -0.000127707 3.21915e-05 -0.00240033
internal_weight=0 2951 170 119 51 85 61 2921 2899 2871 2823 2800 2770 2695 2628 67 75 42 2607 2586 194 2392 165 64 101 69 42 2358 2203 155
internal_count=3121 2951 170 119 51 85 61 2921 2899 2871 2823 2800 2770 2695 2628 67 75 42 2607 2586 194 2392 165 64 101 69 42 2358 2203 155
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=31
num_cat=0
split_feature=1373 1373 457 1374 1374 124 124 4 15 43 150 49 43 454 124 9 11 376 3 3 0 3 1 4 43 2 12 3 42 1
split_gain=0.0379945 0.16316 0.146664 0.0709693 0.105794 0.0538176 0.191566 0.101552 0.180659 0.159189 0.153052 0.0828351 0.0723765 0.0665885 0.110525 0.0764877 0.0757802 0.0663108 0.0647855 0.30493 0.500183 0.253376 1.06223 0.206135 0.216684 0.200744 0.240817 0.226729 0.200714 0.240069
threshold=0.086880000000000013 1.0000000180025095e-35 -0.09139499999999999 -0.41674499999999998 -0.067869999999999986 -0.080874999999999989 -0.077084999999999987 -0.0024449999999999997 -0.091964999999999977 -0.081289999999999987 0.085395000000000013 -1.0000000180025095e-35 -0.010344999999999998 1.0000000180025095e-35 -0.010204999999999999 -1.0000000180025095e-35 -0.011194999999999998 0.048375000000000008 -0.082234999999999989 -0.082484999999999989 -0.086409999999999987 -0.080634999999999984 0.090275000000000008 -0.068329999999999988 -0.066504999999999995 0.09142500000000002 0.084795000000000023 -0.081924999999999984 0.10077000000000001 0.081670000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 7 -7 8 -6 -9 11 -10 17 14 -8 -16 -17 -11 19 28 -21 22 25 -23 -25 26 -20 -28 -18 -30
right_child=2 -3 -4 4 5 6 13 9 10 12 -12 -13 -14 -15 15 16 18 -19 21 20 -22 23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.0058224650033350499 0.0041392658171909196 0.0069368211853810969 -0.0063239647855831173 0.0062426121931316129 0.012475301967933776 -0.0096708968093263958 0.0055416627567527552 -0.0071035282513885597 -0.0064631301839835941 0.0074726376951170653 0.0088402908924035736 0.0022507778000241769 -0.0027638913520301386 -0.0058330045547336342 -0.0053134632895567588 0.0060728093143552547 -0.00023087629290077734 0.00045932092471048238 0.0063419094795118206 0.019355187293099749 -0.00064064036043168151 0.0021064328610776442 -0.023572024908692889 0.0011936610012601775 -0.0020954471913672483 0.0046799542054279967 -0.012359882714226842 -0.0023353295538901956 -0.00071003632749327365 0.010685668629594148
leaf_weight=21 21 34 37 27 20 21 35 27 20 26 20 24 24 20 28 20 1152 28 23 22 29 332 24 325 522 44 30 91 36 38
leaf_count=21 21 34 37 27 20 21 35 27 20 26 20 24 24 20 28 20 1152 28 23 22 29 332 24 325 522 44 30 91 36 38
internal_value=0 4.80124e-05 -0.00253555 -2.93132e-05 1.1131e-05 -4.53098e-05 -0.000155859 0.00158777 0.00417938 -0.000485515 0.0015869 -0.00171009 0.00180534 -8.3749e-05 -4.19515e-05 -0.000113905 -5.97432e-05 0.0038361 -0.000105714 0.000408583 0.00798501 -0.000577862 -0.00376065 -5.55377e-06 -0.000833393 -0.00123154 -0.00303783 -0.00482076 9.34132e-05 0.00514181
internal_weight=0 3063 58 3029 3008 2981 2792 189 84 105 64 44 78 2771 2751 2716 2688 54 2668 1277 51 1391 212 1179 847 188 144 121 1226 74
internal_count=3121 3063 58 3029 3008 2981 2792 189 84 105 64 44 78 2771 2751 2716 2688 54 2668 1277 51 1391 212 1179 847 188 144 121 1226 74
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=31
num_cat=0
split_feature=11 9 295 96 120 42 1205 1 1 43 0 2 3 2 43 155 13 50 0 0 0 12 12 13 52 42 481 131 1452 16
split_gain=0.0447729 0.0526686 0.0708063 0.155218 0.0606688 0.0702965 0.0735945 0.0576378 0.091117 0.111452 0.10067 0.0731515 0.521057 0.385209 0.173261 0.14566 0.155427 0.142351 0.312457 0.579864 0.23882 0.18584 0.266453 0.163119 0.156003 0.144641 0.127861 0.119731 0.118415 0.118145
threshold=-1.0000000180025095e-35 -0.092544999999999975 0.084000000000000005 0.083725000000000008 0.09852000000000001 0.15665000000000004 0.09993500000000001 0.15799000000000005 0.13756000000000004 0.054355000000000007 -0.097734999999999989 1.0000000180025095e-35 1.0000000180025095e-35 0.080205000000000012 -0.53814999999999991 0.099270000000000011 -0.097224999999999992 0.089465000000000017 -0.076234999999999983 -0.071719999999999992 -0.066089999999999996 0.088615000000000013 0.089505000000000015 -0.08645499999999999 -0.068719999999999989 0.091625000000000012 -0.0050099999999999988 0.085335000000000008 0.11609000000000001 -0.06421499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 11 10 -10 12 15 -13 -15 16 -3 18 23 -20 -21 -19 -23 -18 27 26 -25 -22 -16 -24
right_child=1 2 -4 -5 -6 -7 -8 -9 9 -11 -12 13 -14 14 28 -17 17 21 19 20 24 22 29 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.003844584117177874 0.0046086415126919749 0.0067939051677687809 -0.0046070768949434612 0.0084192681972953404 -0.0053671391098760075 0.0050136989098973576 -0.0060660646948963413 -0.0051996274917785615 0.00077769447863101958 -0.0030431831954047086 0.0091369193875888259 0.012330378789024857 -0.016485538504396876 -0.0085470556483968445 0.00010708900190466741 0.007723918205149294 -0.0069567408893878267 0.0066858462047424509 -0.021622437709898114 0.0064450824866071343 -0.014960844738578255 -0.011448433040641248 -0.0004292312450325269 -0.0074452834447253161 -0.00066461258790117108 0.006581549034957346 0.0008371796472259077 -0.0044044214079067825 0.0078371865791268657 0.0071167780277319251
leaf_weight=30 25 26 33 22 21 28 20 21 25 20 34 26 21 23 2166 21 30 44 21 20 22 20 122 22 33 37 122 21 20 25
leaf_count=30 25 26 33 22 21 28 20 21 25 20 34 26 21 23 2166 21 30 44 21 20 22 20 122 22 33 37 122 21 20 25
internal_value=0 3.7314e-05 3.9619e-08 5.01665e-05 -1.09827e-05 2.66358e-05 -2.05073e-05 2.0591e-05 5.81208e-05 0.00340802 0.00559487 -3.49975e-05 -0.00100852 0.000229399 8.69698e-05 -0.000453878 -0.000757832 -0.00112211 -0.00242554 -0.00657037 -0.00327773 0.000904084 -0.000619254 -0.000127229 -0.00583636 0.00100473 -0.000428197 -0.00980538 0.000177813 0.000854104
internal_weight=0 3091 3066 3033 3011 2990 2962 2942 2921 79 59 2842 607 2235 2209 586 565 539 328 117 96 211 167 211 76 181 144 43 2186 147
internal_count=3121 3091 3066 3033 3011 2990 2962 2942 2921 79 59 2842 607 2235 2209 586 565 539 328 117 96 211 167 211 76 181 144 43 2186 147
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=31
num_cat=0
split_feature=1206 8 11 46 15 52 52 51 12 393 1447 1447 1443 13 13 52 15 1208 1210 16 43 402 42 13 1 0 2 52 43 130
split_gain=0.0415408 0.0410665 0.0461991 0.0595782 0.0563968 0.137468 0.219479 0.11511 0.136499 0.115971 0.125647 0.199182 0.126549 0.128579 0.196371 0.205521 0.187983 0.145821 0.32193 0.266873 0.129874 0.295151 0.197099 0.148524 0.129026 0.120073 0.158796 0.136365 0.116566 0.0901865
threshold=1.0000000180025095e-35 0.099635000000000015 0.10177000000000001 -0.043074999999999995 0.085935000000000025 -0.23375999999999997 -0.099454999999999974 0.092790000000000011 0.089505000000000015 0.10585500000000002 -0.086059999999999984 -0.08477999999999998 1.0000000180025095e-35 -0.067719999999999989 -0.092534999999999992 0.061605000000000007 0.088495000000000018 0.099975000000000008 -0.083289999999999989 -0.076669999999999988 -0.063379999999999978 -0.42961999999999995 -0.091729999999999992 -0.049279999999999997 0.08864000000000001 -0.079984999999999987 0.086330000000000004 0.098380000000000009 -0.11278499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 9 -9 10 -8 -12 13 14 15 -13 -16 18 -15 -19 22 -22 -20 -23 25 26 -25 -27 -24 -28
right_child=-2 -3 -4 4 5 6 7 8 -10 -11 11 12 -14 17 16 -17 -18 19 20 -21 21 23 28 24 -26 27 29 -29 -30 -31
leaf_value=0.0049477666422414286 0.0045428296737372881 0.0043778576267262306 -0.0034357022342737763 -0.00032796658020158682 0.0069586317323035362 -0.0088501517884433268 0.0056391305964146009 0.011402963107407448 0.0012582061650593661 0.0057156183870239671 -0.0098570765217854874 0.0012783199346380397 -0.0074168824209746992 -0.012845151914128414 0.011034939977357031 -0.010481387117634649 0.0022334940002970193 0.011839731628804105 0.0096817621083643574 -0.0039548175968229776 -0.013160915389149028 0.0070200414529868541 -0.0035695237189594825 -0.0075890625573017392 0.0032689699903130534 -0.012281319692948064 -0.0019615727942436934 -0.0019375211726874115 0.0053454470852474598 0.0073167416436428385
leaf_weight=24 20 21 40 2154 33 25 38 21 36 38 21 42 22 24 28 23 182 23 26 20 22 21 44 22 36 26 20 25 22 22
leaf_count=24 20 21 40 2154 33 25 38 21 36 38 21 42 22 24 28 23 182 23 26 20 22 21 44 22 36 26 20 25 22 22
internal_value=0 -2.92991e-05 -5.93479e-05 -1.49222e-05 -5.44131e-05 0.000629153 0.000377196 0.000664116 0.00499575 0.00033359 4.51311e-05 -0.000271668 3.80147e-05 0.000299174 0.00192033 -0.00288281 0.00340702 -0.00096377 -0.00172074 0.00449343 -0.000787219 -0.0022547 0.00230725 -0.000859716 -0.00195558 -0.00359109 -0.000706602 -0.00721083 -0.000597867 0.0028985
internal_weight=0 3101 3080 3040 3016 862 829 804 57 747 709 671 650 628 275 65 210 353 310 43 286 194 92 172 151 115 64 51 66 42
internal_count=3121 3101 3080 3040 3016 862 829 804 57 747 709 671 650 628 275 65 210 353 310 43 286 194 92 172 151 115 64 51 66 42
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 1213 0 16 133 12 402 1209 401 402 16 402 12 12 52 399 399 1213 0 1454 131 131 1 16 1 52 132 3
split_gain=0.0465046 0.165443 0.0733255 0.185927 0.0966641 0.150667 0.0951904 0.119939 0.0619539 0.112208 0.0517075 0.154773 0.0612635 0.0577629 0.0547847 0.148302 0.140843 0.127744 0.118718 0.11936 0.248277 0.116988 0.108198 0.143978 0.132525 0.141322 0.126814 0.149591 0.141868 0.148714
threshold=0.10383000000000002 0.11846000000000001 0.083050000000000013 -0.0068949999999999992 -0.075359999999999996 -0.077879999999999991 1.0000000180025095e-35 0.086655000000000024 0.2506000000000001 -0.090519999999999975 0.10910000000000002 0.11191000000000001 -0.061854999999999993 0.12933500000000003 0.09141500000000001 0.09202500000000001 0.070205000000000017 0.10054500000000001 0.093190000000000009 -0.12077499999999998 -0.084384999999999988 0.094595000000000012 0.11832500000000001 0.11088500000000003 0.14699000000000004 0.0065250000000000004 0.13756000000000004 0.077655000000000016 0.091440000000000007 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 5 6 7 -4 9 -1 14 -12 13 -13 18 16 -16 21 19 20 -11 -17 23 24 26 -26 28 -28 29 -21
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 11 12 -14 -15 15 17 -18 -19 -20 22 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0060765076832224926 -0.0076193515531485902 0.0031199597395383397 -0.0069818009225720611 0.010960914620331356 -0.0050672311129544498 0.0094202332156287007 0.0053656464518533785 0.0026305518883746118 -0.0045753413035223879 0.0013601911354011722 -0.010194896765751764 0.0012810507983279727 0.0041594001922269606 -0.006228113873512485 0.01014021541172218 0.00026657342629175616 0.00052870480964581172 0.0069380655394135314 -0.006154620524766335 0.0020752814833910533 -0.012661832314409802 -0.0072991113899098271 -0.0073730825446546083 0.0080630521649833441 -0.0093412916100914442 0.001283390431975325 0.00098560213587724752 0.011670238901861012 -0.0053877375088632112 -0.00038510035132740313
leaf_weight=30 32 26 27 21 23 22 23 25 30 28 20 21 22 20 31 764 30 28 34 302 23 21 20 22 31 21 38 20 49 1317
leaf_count=30 32 26 27 21 23 22 23 25 30 28 20 21 22 20 31 764 30 28 34 302 23 21 20 22 31 21 38 20 49 1317
internal_value=0 -0.00280518 5.31179e-05 0.00228045 0.000761365 0.0021434 8.86721e-06 -0.00236048 -5.4361e-05 -7.46285e-06 -7.12361e-05 -0.00253074 -9.76731e-05 -0.00238196 2.2215e-06 0.000657728 0.00541324 0.000300918 -0.00029852 -0.000192102 -0.00496347 6.41793e-05 -5.83994e-05 2.28748e-05 -7.66099e-05 -0.00505055 7.32424e-05 0.00466996 -8.65955e-05 7.38467e-05
internal_weight=0 58 3063 141 120 97 75 52 2922 2892 2862 83 63 41 2779 874 61 813 1905 1871 51 785 1820 1800 1778 52 1726 58 1668 1619
internal_count=3121 58 3063 141 120 97 75 52 2922 2892 2862 83 63 41 2779 874 61 813 1905 1871 51 785 1820 1800 1778 52 1726 58 1668 1619
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=31
num_cat=0
split_feature=1452 44 3 3 13 1456 474 4 0 49 16 48 2 2 3 16 3 3 16 39 49 16 150 13 33 41 43 4 16 12
split_gain=0.0401231 0.0599134 0.0619517 0.174795 0.308407 0.135233 0.131179 0.233071 0.12982 0.139702 0.21927 0.315031 0.190957 0.344473 0.187025 0.208835 0.115789 0.121257 0.115548 0.183906 0.156524 0.107085 0.268073 0.101912 0.106279 0.0910578 0.112976 0.0947424 0.147654 0.208995
threshold=0.11850000000000001 0.10049500000000001 -0.0049599999999999991 -0.0096849999999999974 -0.049279999999999997 -0.033364999999999992 0.087035000000000015 -0.031404999999999995 0.089620000000000019 -0.0087849999999999977 -0.083134999999999987 0.089670000000000014 0.094835000000000017 0.079055000000000014 0.088060000000000013 0.13751500000000003 0.0022600000000000003 0.11296500000000002 -0.076669999999999988 0.084020000000000011 0.092185000000000017 -0.097644999999999996 0.11614000000000001 -0.16152999999999998 0.085305000000000006 0.08690500000000001 -0.0040649999999999983 0.0033150000000000007 -0.095964999999999981 0.084225000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 23 -5 -4 8 -8 9 10 11 21 13 16 -12 -16 -11 -18 19 20 -14 22 -7 -1 25 27 -27 28 29 -25
right_child=-2 -3 5 4 -6 6 7 -9 -10 12 14 -13 18 -15 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0065022321427629023 -0.0043563385577207172 -0.0044944849138244475 0.0082263894649222506 0.0025199626420584066 -0.013238053010017785 -0.011323898336850107 0.003853333470128153 -0.009260113634677096 -0.0062439761865376074 0.008412761744958433 -0.0041734084254130719 -0.011965748852479363 0.010617938146586656 0.014847375757314943 0.014731388849516712 0.0010763512982521206 -0.0057919807837937369 0.0043873837664723395 -0.0018940558378862872 -0.0029454577293607496 0.0003752201870083809 0.0061177456923316989 0.0037252175043626084 0.012313626542606433 -0.0072140022739768028 -0.00033190546650439502 0.0092735011310044989 -0.0011772913796638106 0.00011706984408487005 0.0017111049244929221
leaf_weight=24 21 29 25 23 27 20 23 33 22 22 20 31 37 33 21 24 22 25 77 31 25 21 29 23 20 25 24 519 1748 97
leaf_count=24 21 29 25 23 27 20 23 33 22 22 20 31 37 33 21 24 22 25 77 31 25 21 29 23 20 25 24 519 1748 97
internal_value=0 2.95107e-05 7.22316e-05 -0.000135463 -0.00598937 0.00104352 0.000695513 -0.00387423 0.00125183 0.00162833 -0.000657764 -0.00357339 0.00302352 0.00644417 0.00387267 0.0074487 0.00242524 -0.000377425 0.000971134 0.00334339 0.00648781 0.000143229 -0.00241728 -1.74406e-05 4.59287e-05 0.000105534 0.00437278 1.79365e-05 0.000350015 0.00374325
internal_weight=0 3100 3071 2530 50 541 516 56 460 438 166 101 272 102 65 45 69 47 170 93 62 70 49 2480 2456 2436 49 2387 1868 120
internal_count=3121 3100 3071 2530 50 541 516 56 460 438 166 101 272 102 65 45 69 47 170 93 62 70 49 2480 2456 2436 49 2387 1868 120
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=31
num_cat=0
split_feature=124 124 49 295 96 39 43 3 52 402 3 403 403 402 401 16 15 402 2 403 52 2 14 52 50 1446 1446 12 403 4
split_gain=0.0396892 0.146843 0.110538 0.119948 0.0999165 0.143767 0.114587 0.142451 0.0898222 0.047823 0.129245 0.323999 0.285545 0.114584 0.249482 0.27712 0.104095 0.0869591 0.0843903 0.136231 0.195546 0.0748713 0.0970882 0.169851 0.230252 0.069737 0.153116 0.0682269 0.0677148 0.0659229
threshold=-0.080874999999999989 -0.077084999999999987 0.11042000000000002 0.084000000000000005 0.083670000000000008 0.085855000000000015 -0.083434999999999995 -0.0080949999999999998 -0.085264999999999994 0.08865000000000002 -0.086049999999999988 -0.082179999999999989 -0.52800499999999995 0.042685000000000008 0.083100000000000021 -0.08231999999999999 0.087825000000000014 0.10645 0.087505000000000013 0.104315 0.060015000000000006 0.31098000000000003 -0.24175999999999997 -0.067494999999999986 0.11843500000000001 0.11655500000000001 0.11124000000000002 0.09364500000000002 0.109085 0.50996500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 8 -7 -8 -1 13 11 -11 -12 21 15 -15 17 -13 19 20 -14 22 23 -3 -25 26 29 28 -20 -24
right_child=1 9 -4 -5 -6 6 7 -9 -10 10 12 16 18 14 -16 -17 -18 -19 27 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00077056316447190272 -0.0084265100401050112 -0.0022009135310354674 -0.0057174125328310768 -0.0046493282825078655 0.0096853306703269491 -0.0065731221577152617 0.0072838094730216726 -0.0026134566982474292 0.0087996159147128074 0.013231315151123064 -0.011630519223399461 0.0014899729615925547 0.013392629522992217 0.00040553444287861175 0.005122551144588562 -0.014292962666087108 0.0061994863356548274 -0.0071434719814715206 -0.0072526761545584758 -0.0010365527106968816 0.00073442238454635329 -0.0047900014923829021 -0.00018652817721287858 0.01281714528349453 -0.00093208166072145104 -0.0046079624279895251 0.008454274825219597 0.0018993280743833986 0.00038206774791303493 0.0042488815016387144
leaf_weight=22 21 33 20 23 20 23 26 33 38 28 20 28 23 23 21 29 22 20 26 43 26 33 2323 29 21 34 21 37 21 34
leaf_count=22 21 33 20 23 20 23 26 33 38 28 20 28 23 23 21 29 22 20 26 43 26 33 2323 29 21 34 21 37 21 34
internal_value=0 -9.45524e-05 0.00134495 0.00210845 0.00306789 0.00213585 -0.000585937 0.00174805 0.00585563 -3.41133e-05 0.00117479 0.00413995 -0.000307794 -0.00017076 -0.00407664 -0.0077917 0.000503407 -0.0021073 0.000978879 0.00307124 0.00667603 -5.7971e-05 4.617e-06 0.00336739 0.00704247 -0.0001111 -4.68054e-05 -0.00131275 -0.00384141 -0.000122547
internal_weight=0 2916 205 185 162 142 82 59 60 2895 294 98 196 2601 73 52 70 48 176 92 49 2528 2495 83 50 2412 2378 84 47 2357
internal_count=3121 2916 205 185 162 142 82 59 60 2895 294 98 196 2601 73 52 70 48 176 92 49 2528 2495 83 50 2412 2378 84 47 2357
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 1212 15 3 43 403 2 1210 0 42 157 15 12 4 49 0 40 133 12 12 12 43 4 42 12 1374 0 151
split_gain=0.0372234 0.131245 0.0567123 0.154999 0.280734 0.103836 0.128954 0.0514651 0.246557 0.136273 0.215638 0.0619897 0.139938 0.166818 0.153663 0.1365 0.135725 0.145539 0.110906 0.224192 0.265617 0.152648 0.0985481 0.0710604 0.207522 0.149716 0.338414 0.233693 0.203832 0.248547
threshold=0.10383000000000002 0.11846000000000001 0.083050000000000013 0.086680000000000021 0.085935000000000025 -0.088784999999999989 -0.0077799999999999996 -0.53960999999999981 0.083995000000000014 -0.081959999999999991 -0.082724999999999979 0.097640000000000018 -1.0000000180025095e-35 0.11842000000000001 0.10388500000000002 -0.0092149999999999992 0.10299000000000001 -0.10474999999999998 -0.055059999999999991 0.14779000000000003 0.094375000000000014 0.096295000000000019 0.11527000000000001 -0.082389999999999977 -0.52556499999999995 0.087745000000000004 0.086095000000000019 0.086000000000000007 -0.10607499999999999 -0.15130499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 -4 -5 -7 8 -1 10 -9 23 -13 14 16 -16 17 -14 -19 20 -20 -21 -15 24 -11 27 -27 28 -26 -30
right_child=1 -3 3 5 -6 6 -8 9 -10 11 -12 12 13 22 15 -17 -18 18 19 21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0095696480886545039 -0.0067975416794070044 0.0027676604580707275 0.00068474492770345772 -0.0044384466391653781 0.015615785986883566 0.0076914584283561752 -0.0026748949147683259 0.0014444895484484735 -0.0046917818634855477 -0.0089212243699214669 -0.01324014243669808 -0.0045897844200324571 -0.0049251498782166073 0.0021980032965075226 -0.0089550956832961399 0.00067024881496121561 0.0093174965664123491 -0.0020855720081415616 0.015115236587201555 -0.0055581103872369836 0.00064892940519546921 0.0044493834348395466 0.01153487645340367 -0.00053746897827587463 -0.0051833407692676806 0.015963739398866892 0.0018323947772014518 0.0098955972624632238 -0.0098147619642655962 0.0010709739037233199
leaf_weight=27 32 26 34 39 20 24 24 20 22 22 20 37 31 20 26 34 24 38 30 27 22 35 26 1763 71 20 111 24 22 450
leaf_count=27 32 26 34 39 20 24 24 20 22 22 20 37 31 20 26 34 24 38 30 27 22 35 26 1763 71 20 111 24 22 450
internal_value=0 -0.00250969 4.75228e-05 0.00200635 0.00621476 -0.000605769 0.00250828 -4.69996e-05 0.00316656 -0.000101808 -0.00589783 -1.99722e-05 0.00122595 0.00191343 0.000955197 -0.00350073 0.00224677 0.00131946 0.00259303 0.00415257 0.00899488 9.12813e-05 0.00747537 -0.000195595 0.00064152 0.000942924 0.00398985 0.000238961 -0.000187852 0.000563588
internal_weight=0 58 3063 141 54 87 48 2922 49 2873 40 2833 350 313 267 60 207 183 152 114 52 62 46 2483 720 698 131 567 543 472
internal_count=3121 58 3063 141 54 87 48 2922 49 2873 40 2833 350 313 267 60 207 183 152 114 52 62 46 2483 720 698 131 567 543 472
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=31
num_cat=0
split_feature=16 1 48 31 3 447 0 2 3 2 13 1444 453 14 12 483 159 43 133 1 159 16 1 1 1211 15 0 399 4 133
split_gain=0.0383243 0.0986334 0.124767 0.0462294 0.0557024 0.0535016 0.0712303 0.059119 0.229787 0.189623 0.486901 0.12432 0.123053 0.121851 0.184977 0.122963 0.164481 0.128235 0.118586 0.242268 0.141638 0.154531 0.220891 0.27576 0.204943 0.177987 0.148367 0.146864 0.161422 0.261586
threshold=-0.54656499999999986 0.082005000000000008 -0.064549999999999982 -0.086279999999999982 0.63141500000000017 0.10326500000000001 -0.26343999999999995 0.090935000000000016 0.10732000000000001 0.090425000000000019 -0.06532499999999998 -0.083144999999999983 0.086430000000000021 0.084525000000000003 0.11903500000000002 -0.095689999999999983 0.11389500000000001 -0.080554999999999974 0.0068000000000000014 0.12958500000000003 0.086495000000000016 -0.083134999999999987 0.11103500000000001 0.103565 0.087635000000000005 -0.10203999999999998 -0.079984999999999987 0.088190000000000018 -0.082349999999999993 -0.010909999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5 8 9 11 -11 -8 -9 14 15 17 18 -13 19 20 21 25 23 24 -23 -17 -22 28 -27 -30
right_child=3 2 -4 4 -6 -7 7 12 -10 10 -12 13 -14 -15 -16 16 -18 -19 -20 -21 26 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0032358496538585145 0.0044152663372780971 0.00023283702951933571 0.010927205374464392 0.0053007189035415656 -0.0052173523941919922 -0.0052041115169413387 -0.0079557301371824003 0.00031524901681370633 -0.0092672788457752297 -0.018216924533626298 0.0033415706299076025 0.010795334154473884 0.0071400511043504117 -0.0072499660177804213 0.008615120574831962 -0.0044195566436667976 -0.0073036655871987939 0.00028888501155261814 -0.0012120601304422473 -0.0090825874917209153 0.0095384452680780281 -0.00019368697878097103 0.0068824269886439042 -0.01273740518372506 -0.01011056132529947 -0.0010256227183466158 -0.00031871249397786764 0.0096030332694022821 0.0013788427402947232 0.0090961973469802625
leaf_weight=21 23 24 20 25 21 20 20 1227 29 20 22 21 27 23 25 38 32 26 558 25 37 395 36 20 22 105 26 29 140 64
leaf_count=21 23 24 20 25 21 20 20 1227 29 20 22 21 27 23 25 38 32 26 558 25 37 395 36 20 22 105 26 29 140 64
internal_value=0 0.00240276 0.00509391 -5.11058e-05 -8.49754e-05 -4.91919e-05 -1.47339e-05 -5.9522e-05 -0.000441444 -0.000289455 -0.00692438 -0.000119743 0.000462195 -2.31222e-05 8.08287e-05 -5.47223e-05 -0.000209788 0.00498326 -5.79456e-05 0.00062935 0.000895576 0.000556101 -0.000646764 -0.00126702 -0.000716879 0.00206928 0.00547041 0.00279879 0.00216021 0.00379997
internal_weight=0 65 44 3056 3033 3012 2992 2967 1713 1684 42 1642 1254 1622 1599 1574 1527 47 1495 937 912 849 473 437 417 376 63 338 309 204
internal_count=3121 65 44 3056 3033 3012 2992 2967 1713 1684 42 1642 1254 1622 1599 1574 1527 47 1495 937 912 849 473 437 417 376 63 338 309 204
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=31
num_cat=0
split_feature=1374 1374 2 1374 456 151 457 49 42 1446 1419 124 15 0 52 3 0 124 15 150 124 9 150 11 151 151 48 4 4 49
split_gain=0.0381708 0.227589 0.119355 0.0718671 0.0701501 0.0569037 0.0910867 0.219967 0.104357 0.0724899 0.0803562 0.0567314 0.114845 0.14037 0.177868 0.140955 0.113172 0.111957 0.108714 0.0688057 0.0882651 0.102354 0.0772494 0.0677093 0.0607801 0.216182 0.0880213 0.134516 0.091986 0.0872344
threshold=0.08926000000000002 0.086000000000000007 0.088125000000000023 1.0000000180025095e-35 -0.037984999999999991 0.26665000000000005 -0.085584999999999981 -0.013049999999999997 0.083995000000000014 0.11655500000000001 0.11420000000000001 -0.080874999999999989 -0.10469999999999999 -0.07384499999999998 -0.083374999999999991 -0.014944999999999998 -0.078904999999999989 -0.077084999999999987 -0.47308999999999996 -0.099594999999999975 -0.010204999999999999 -1.0000000180025095e-35 -0.088794999999999985 -0.011194999999999998 -0.086769999999999986 -0.088934999999999986 0.10322500000000003 0.018150000000000003 -0.012509999999999999 0.14321000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -4 6 7 -1 -9 10 11 12 16 14 -14 -15 18 -13 -8 -19 -21 -22 -23 -24 25 26 27 28 -25 -26
right_child=2 -3 4 -5 -6 -7 9 8 -10 -11 -12 17 13 15 -16 -17 -18 19 -20 20 21 22 23 24 29 -27 -28 -29 -30 -31
leaf_value=0.01094655443269473 0.0038047618465498092 0.010425536534083742 -0.00098432714119553563 -0.00585049915881384 -0.0090033224551007152 -0.0050473640649050314 0.0022296470217406752 -0.0057530593592673542 0.0030729442759341486 -0.0044961426821019919 0.0063357316819019618 -0.0074169416801028315 0.0024827857098231715 0.0056382907554507261 0.014320789790839296 -0.0040082080392025866 0.0049264912715270412 -0.0051086580139343384 -0.0069657550167499319 0.004953552872175351 -0.0063448108768520452 0.0058614208108999514 0.0057055109937209636 0.0031363008684958471 5.5620182517723719e-05 -0.011757001716032393 -0.0052937276984354664 0.00814777503721416 -0.0036394646856933834 -0.0056613380831010921
leaf_weight=26 21 21 20 21 24 22 20 21 37 36 20 21 30 28 22 33 21 27 36 35 26 22 20 33 2329 20 31 20 51 27
leaf_count=26 21 21 20 21 24 22 20 21 37 36 20 21 30 28 22 33 21 27 36 35 26 22 20 33 2329 20 31 20 51 27
internal_value=0 5.10034e-05 -0.00239794 -2.07809e-05 -0.00535832 1.98376e-05 5.70964e-05 0.00330351 -0.000122678 -3.6679e-05 1.92196e-05 -2.50758e-05 0.00164434 0.00367382 0.00749117 0.000419693 -0.001334 -0.00014423 -0.00368168 -8.64008e-05 -3.4526e-05 -0.00010222 -3.86448e-05 -8.99294e-05 -0.00013609 -0.00205422 -0.000616777 0.000777315 -0.000977557 -9.89674e-06
internal_weight=0 3056 65 3035 44 3014 2992 84 58 2908 2872 2852 190 113 52 61 77 2662 56 2641 2614 2579 2553 2531 2511 155 135 104 84 2356
internal_count=3121 3056 65 3035 44 3014 2992 84 58 2908 2872 2852 190 113 52 61 77 2662 56 2641 2614 2579 2553 2531 2511 155 135 104 84 2356
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=31
num_cat=0
split_feature=11 9 295 96 8 16 4 4 40 42 12 46 52 150 454 40 149 13 9 0 0 474 2 14 0 151 3 3 1452 50
split_gain=0.0384586 0.0586803 0.0550793 0.108854 0.0455761 0.0457672 0.054351 0.153485 0.0656239 0.171959 0.074557 0.119487 0.0881808 0.0682547 0.0770326 0.10221 0.0685087 0.248941 0.0925245 0.0704319 0.362024 0.140318 0.205958 0.395856 0.199561 0.230403 0.181107 0.128716 0.127905 0.11789
threshold=-1.0000000180025095e-35 -0.092544999999999975 0.084000000000000005 0.083725000000000008 0.099635000000000015 -0.56967999999999985 0.51388000000000011 0.62931500000000018 -0.24452499999999996 0.15665000000000004 0.12757000000000002 -0.043074999999999995 0.14295500000000003 -0.14718999999999996 1.0000000180025095e-35 0.10611000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.088665000000000008 -0.14226499999999997 -0.14051499999999997 0.083260000000000015 0.086100000000000024 0.078400000000000011 -0.22491999999999998 -0.087374999999999994 0.10299500000000002 -0.020429999999999997 0.10669000000000002 0.14026500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 -7 10 11 -10 -12 -13 15 16 18 -18 19 21 -21 22 23 -15 26 -26 -24 -27 29 -22
right_child=1 2 -4 -5 -6 6 7 -9 9 -11 12 13 -14 14 -16 -17 17 -19 -20 20 28 -23 24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0035631887249959015 0.0048597533479332929 0.0044000488948886807 -0.0040681408859337817 0.007048029249364679 0.0047460442082956434 -0.0057228924613445999 -0.0075606500045122468 0.002252830695360899 0.0073644929396157917 0.0082826712056994437 -0.0068269127897699101 0.0047917826615017037 0.0015412355260923504 0.018866531318053603 -0.0059787422841922804 0.0060845827476845851 0.00067344900080934175 -0.012300807069100085 -0.0056333895550904284 -0.012892293041063983 0.00017011675972745404 -0.0058203567558413613 -0.0089498100141363768 -0.00079130583575793677 -0.0046361199787093533 0.0016052363300696018 0.0012334287306293846 0.0091505811245252318 -0.0059182826959941958 -0.0062464472837746145
leaf_weight=30 25 23 33 22 20 20 34 30 22 25 34 29 20 20 22 27 50 21 29 22 2264 23 31 21 27 40 40 52 36 29
leaf_count=30 25 23 33 22 20 20 34 30 22 25 34 29 20 20 22 27 50 21 29 22 2264 23 31 21 27 40 40 52 36 29
internal_value=0 3.45829e-05 -4.76132e-06 3.94495e-05 -1.17589e-05 -4.35731e-05 -7.80082e-05 -0.00296058 -1.44804e-05 2.51064e-05 -4.71004e-05 2.37541e-05 -0.0037276 -3.42754e-05 -8.50945e-05 -3.76346e-05 -9.87437e-05 -0.00316401 -1.61189e-05 4.64151e-05 -0.000124496 0.00162836 0.00237 0.00879788 0.000982934 0.00348626 -0.00321277 0.00587 -3.89043e-06 8.89653e-05
internal_weight=0 3091 3066 3033 3011 2991 2968 64 2904 2884 2859 2805 54 2783 2754 2732 2705 71 2634 2605 2351 254 231 41 190 119 71 92 2329 2293
internal_count=3121 3091 3066 3033 3011 2991 2968 64 2904 2884 2859 2805 54 2783 2754 2732 2705 71 2634 2605 2351 254 231 41 190 119 71 92 2329 2293
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=31
num_cat=0
split_feature=1177 1176 11 1420 155 11 52 155 475 1425 11 133 133 2 483 157 484 1447 474 484 133 1208 1210 2 1 16 3 0 133 43
split_gain=0.0374963 0.0629287 0.0541569 0.0669335 0.0737633 0.0666268 0.080373 0.145215 0.117723 0.0671563 0.0831806 0.0717329 0.234167 0.139256 0.183443 0.224456 0.269786 0.23794 0.212932 0.272893 0.171642 0.163913 0.258087 0.205143 0.164646 0.261685 0.182455 0.143973 0.209446 0.209346
threshold=-0.079504999999999978 1.0000000180025095e-35 0.10458500000000001 0.056520000000000008 0.14547000000000002 0.095165000000000013 -0.56176499999999996 0.12016500000000001 -0.011519999999999997 0.082985000000000017 0.087830000000000005 0.082925000000000013 0.084655000000000022 0.089525000000000007 0.085330000000000017 -0.087424999999999989 0.091180000000000011 -0.085684999999999997 0.084795000000000023 -0.079429999999999987 0.087435000000000013 0.099975000000000008 -0.07983999999999998 0.08647500000000001 0.077565000000000009 -0.079504999999999978 -0.087429999999999994 -0.097024999999999986 0.089405000000000012 -0.083684999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 9 -2 10 11 -8 -13 14 15 -14 17 -17 19 -19 -16 22 -21 24 25 -24 -26 -15 29 -29
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 12 13 27 20 16 -18 18 -20 21 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=0.0030812832240301831 0.0001537881955942687 -0.0053681359838017011 0.004091636998782633 -0.0056699382052535106 0.0057645488869060178 -0.0045155699505950468 -0.00046555061614633985 -0.007815386401489377 0.0096765458400893435 0.0047834697143367402 0.0060718943068588322 0.010350879918163022 -0.0093339641224592929 -0.0023817044623061327 -0.00098209010902792224 0.0099394538863138721 0.01175341877504252 -0.012691005719243548 0.0092591479001566772 -0.011729842604307289 -0.012171518247431288 0.0071238129958510399 0.01374093120005758 -0.0047805720759530644 -0.0077313338838783767 -0.00048911697896463532 0.0012551485240443524 0.016218741169577697 0.0014069590076735807 0.003520197965003349
leaf_weight=39 34 22 32 21 22 33 1853 24 21 29 22 24 25 76 29 22 20 20 20 22 26 25 24 79 28 28 117 20 327 37
leaf_count=39 34 22 32 21 22 33 1853 24 21 29 22 24 25 76 29 22 20 20 20 22 26 25 24 79 28 28 117 20 327 37
internal_value=0 -3.89909e-05 -6.76806e-07 -4.39245e-05 -4.63409e-06 -4.7154e-05 2.79777e-06 -6.90981e-05 0.00378975 -4.38843e-06 -5.32098e-05 -0.00010096 0.000596238 0.000348501 -0.00083372 -0.000138173 0.000429469 -0.000158788 -0.000770803 -0.00135564 -0.00627164 -0.000653759 -0.00130624 -0.000475374 0.00125108 0.0060786 -0.000480172 0.00159497 0.00238203 0.00797583
internal_weight=0 3082 3060 3028 3007 2985 2952 2897 55 2873 2844 2822 969 945 485 430 405 385 363 343 55 323 298 276 197 52 145 460 384 57
internal_count=3121 3082 3060 3028 3007 2985 2952 2897 55 2873 2844 2822 969 945 485 430 405 385 363 343 55 323 298 276 197 52 145 460 384 57
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=31
num_cat=0
split_feature=1447 2 2 1447 3 2 484 484 1 1452 52 52 1 3 1453 484 50 13 3 15 16 12 473 160 151 124 40 49 40 121
split_gain=0.0424673 0.133884 0.295425 0.0810733 0.198243 0.0510572 0.0445872 0.34685 0.358686 0.241611 0.14865 0.185468 0.134569 0.186836 0.109249 0.108643 0.18548 0.103598 0.110121 0.145412 0.101137 0.0756628 0.0695664 0.0697899 0.241706 0.108654 0.19598 0.112722 0.0970336 0.175698
threshold=-0.085804999999999979 0.083715000000000026 0.086950000000000013 -0.083354999999999985 -0.086049999999999988 0.091185000000000002 -0.070054999999999992 -0.08040499999999999 0.082535000000000011 0.11609000000000001 -0.015069999999999998 -0.0046699999999999997 0.096475000000000019 -0.078244999999999995 -0.013154999999999998 -0.020124999999999994 0.094195000000000015 -0.087404999999999997 -0.084319999999999992 -0.08730499999999998 0.0028900000000000006 0.090165000000000009 0.077695000000000014 0.085130000000000011 -0.091874999999999984 -0.087104999999999988 -0.083394999999999983 0.094845000000000013 -0.24452499999999996 -0.085019999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -4 7 10 -9 14 17 -12 13 -13 -8 16 -16 -5 21 -20 -21 -19 23 28 -25 -26 -27 -28 -17 -30
right_child=3 2 5 6 -6 -7 9 8 -10 -11 11 12 -14 -15 15 22 -18 18 19 20 -22 -23 -24 24 25 26 27 -29 29 -31
leaf_value=0.0040179332128415504 0.0091106666564883202 -0.011469525846405305 -0.0026564244685384139 -0.0071441620214110508 -0.0023047117002565286 0.0030436574283874401 -0.0055906980216284012 -0.018826672062277797 -0.00011448580538854004 0.010564475438811562 0.011699937947005743 -0.0013848776929080487 -0.0057097246160819418 0.011269973278976978 0.011516248024153439 -0.007125068483874202 -0.0016227502639161514 0.0064924022680598091 0.0036846047338179272 -0.011215772074536376 -0.0021674184656391544 -0.0010981707484461368 0.0059053681185469034 0.0096839320787694312 -0.0062847023364156485 0.010021650493779982 -0.00089535730970592112 0.0070787564502097673 0.0087640521074221888 -0.00021638649418337133
leaf_weight=30 32 32 30 28 29 33 34 21 20 22 21 28 21 20 22 20 21 29 23 21 30 24 20 32 22 22 156 20 22 2236
leaf_count=30 32 32 30 28 29 33 34 21 20 22 21 28 21 20 22 20 21 29 23 21 30 24 20 32 22 22 156 20 22 2236
internal_value=0 -0.00180591 -0.00364502 7.53467e-05 0.00368368 0.000329333 3.52352e-07 -0.00118585 -0.00969878 0.000128421 0.000238761 0.0034713 0.000966937 0.00388798 4.10236e-05 0.000114868 0.00509953 -0.0016382 -0.000424286 -0.00291632 -0.00589321 0.00305516 3.08129e-05 -1.56262e-05 0.00156348 0.000382328 0.00112311 1.0792e-05 -0.000190313 -0.000128889
internal_weight=0 125 95 2996 61 63 2935 286 41 2649 245 90 69 48 2627 2593 43 155 127 74 51 53 2550 2530 252 220 198 176 2278 2258
internal_count=3121 125 95 2996 61 63 2935 286 41 2649 245 90 69 48 2627 2593 43 155 127 74 51 53 2550 2530 252 220 198 176 2278 2258
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=31
num_cat=0
split_feature=1208 42 1209 1212 15 3 43 403 0 403 1447 1446 43 4 0 1453 130 150 14 16 1 474 474 11 156 2 52 156 133 133
split_gain=0.0367528 0.118868 0.0484007 0.125363 0.225401 0.0828016 0.105928 0.046668 0.204918 0.116557 0.0441634 0.148632 0.0670284 0.0626101 0.095471 0.0639976 0.0613299 0.0620603 0.0830956 0.226187 0.164708 0.0630654 0.127216 0.0836235 0.159221 0.0882953 0.125853 0.0615708 0.0729635 0.301582
threshold=0.10383000000000002 0.11799500000000002 0.083050000000000013 0.086680000000000021 0.085935000000000025 -0.088784999999999989 -0.0077799999999999996 -0.53960999999999981 -0.086409999999999987 -0.52800499999999995 -0.085804999999999979 0.088360000000000008 -0.53814999999999991 -0.51843499999999987 0.11070500000000001 -0.085794999999999982 -0.22461999999999996 0.14582500000000004 0.057600000000000005 -0.004174999999999999 0.081670000000000006 -0.25711499999999993 -0.10160499999999999 0.08976000000000002 0.14283000000000004 0.10559 -0.037344999999999996 0.11659000000000001 0.082925000000000013 0.084655000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 -4 -5 -7 8 -1 -9 11 -11 -12 14 -14 -15 -17 18 21 20 -20 -18 -23 24 27 -25 -27 28 -24 -30
right_child=1 -3 3 5 -6 6 -8 9 -10 10 12 -13 13 15 -16 16 17 -19 19 -21 -22 22 23 25 -26 26 -28 -29 29 -31
leaf_value=-0.0047670887969434271 -0.0064340986396101392 0.0027074479237198831 0.00068642495419172687 -0.003914870691294663 0.014065327565185727 0.0069861662535307305 -0.0024092100405444703 -0.0068906162306666381 0.0083904480786416036 0.00019680104035485002 0.0048298512272344071 -0.0080030859215185057 -0.00037100002768316437 0.0047742418703381664 0.0084319950674067844 -0.0050486206933856017 -0.0042298810290438789 0.0054771134350448851 -0.0065097097967130443 -0.01249949720571749 0.004310250332962502 0.0070029478502244905 -0.00051863852708595548 -0.000465409569990109 -0.0090172001277096566 0.01207511094864458 0.00085668768850155174 0.0034879133716458456 0.012799220411106944 0.00035038246810844756
leaf_weight=20 33 25 34 39 20 24 24 25 29 84 29 30 28 27 22 25 35 20 24 20 34 26 1561 34 20 20 20 48 20 721
leaf_count=20 33 25 34 39 20 24 24 25 29 84 29 30 28 27 22 25 35 20 24 20 34 26 1561 34 20 20 20 48 20 721
internal_value=0 -0.00249378 4.72214e-05 0.00185682 0.00564157 -0.000492333 0.00228848 -4.01003e-05 0.00302002 -9.22917e-05 -3.26154e-05 -0.00196106 4.77954e-05 -3.47252e-06 0.00350232 -6.94949e-05 -0.000119259 -7.19163e-05 -0.000114882 -0.00332916 -0.000166975 -1.47968e-05 4.49312e-05 -2.90903e-05 -0.000132451 0.00328124 0.0064659 -5.68361e-05 -0.000130749 0.000686383
internal_weight=0 58 3063 141 54 87 48 2922 49 2873 2848 114 2734 2705 50 2655 2628 2603 2583 78 58 2505 2470 2444 2370 74 40 2350 2302 741
internal_count=3121 58 3063 141 54 87 48 2922 49 2873 2848 114 2734 2705 50 2655 2628 2603 2583 78 58 2505 2470 2444 2370 74 40 2350 2302 741
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=31
num_cat=0
split_feature=402 1211 484 133 133 3 402 1 16 1212 403 402 1212 401 43 1204 2 133 1204 399 1186 15 51 52 12 13 12 3 160 51
split_gain=0.0351193 0.233794 0.0873688 0.213033 0.109323 0.080035 0.0719318 0.420152 0.103186 0.0651554 0.0923484 0.064124 0.0787998 0.0563319 0.0751957 0.0578981 0.159413 0.0810986 0.074243 0.099406 0.06516 0.057308 0.149924 0.629686 0.180623 0.210644 0.200023 0.351681 0.469073 0.176789
threshold=0.088375000000000023 0.077345000000000011 -0.081614999999999979 0.09635500000000001 -0.015164999999999998 -0.091054999999999983 0.042685000000000008 0.077845000000000011 -0.08231999999999999 0.086680000000000021 -0.0038999999999999994 0.11232500000000002 -0.41103999999999991 0.10947000000000001 -0.51144999999999985 -0.082759999999999986 0.085855000000000015 -0.016679999999999997 -0.081079999999999985 0.10695000000000002 -0.081879999999999994 -0.016799999999999995 0.078435000000000019 0.016565000000000003 -0.010834999999999999 -0.012549999999999997 0.082480000000000012 0.083060000000000009 -1.0000000180025095e-35 -0.089864999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 -4 13 8 -8 10 -7 -12 -13 14 -1 16 17 -16 -17 21 -19 -20 24 -24 25 -23 27 28 -26 -29
right_child=1 -3 3 -5 -6 9 7 -9 -10 -11 11 12 -14 -15 15 18 -18 20 19 -21 -22 22 23 -25 26 -27 -28 29 -30 -31
leaf_value=0.0043814272249642862 -0.0045749825086783278 0.011194738626502276 0.005962661133962684 0.0088137743932505449 -0.0060011218351844163 -0.0063828058685176077 0.0070954902307130393 -0.015215069565567233 -0.0017391451174775378 0.004886972661251608 0.0024073232013954605 0.0019174184741651908 -0.0051999556417909589 -0.0043350259800596785 -0.004496569252417734 -0.0056629303260706367 0.010331784481531941 -0.001340641926508397 0.00033700528886251841 0.006617952006953684 0.0065459429180588242 0.00058930081598061539 0.00032965757385162374 -0.014692889408845651 0.0001904330507386476 -0.013412635750137271 -0.00051656217955528604 0.0027881035925820473 0.017058988787946018 -0.0067305314086695493
leaf_weight=39 33 21 25 30 28 25 20 21 39 23 67 28 35 30 24 24 20 20 1279 22 22 21 105 38 32 22 912 50 34 32
leaf_count=39 33 21 25 30 28 25 20 21 39 23 67 28 35 30 24 24 20 20 1279 22 22 21 105 38 32 22 912 50 34 32
internal_value=0 0.00100119 0.000273075 0.000886048 -0.000143527 0.000664417 -0.000112393 -0.00306792 0.00125565 -7.97183e-05 -0.000816711 0.000253692 -0.00203668 -2.56567e-05 2.22962e-05 -4.16881e-05 0.00251065 0.00014061 -0.000127064 -7.49002e-05 0.00279043 -0.000133214 -0.000615887 -0.00366235 -0.000220925 -0.00657448 3.68141e-05 0.00344681 0.0088803 -0.000926486
internal_weight=0 315 294 261 231 203 2806 80 59 178 155 130 63 2726 2696 2657 86 66 2571 2547 42 2525 1246 143 1103 43 1060 148 66 82
internal_count=3121 315 294 261 231 203 2806 80 59 178 155 130 63 2726 2696 2657 86 66 2571 2547 42 2525 1246 143 1103 43 1060 148 66 82
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=31
num_cat=0
split_feature=1213 403 403 13 402 3 1210 0 401 1210 1209 1212 1208 1208 403 401 402 15 402 42 52 133 150 49 16 15 16 43 42 4
split_gain=0.0359054 0.119723 0.0969821 0.0752975 0.114699 0.0593986 0.0576623 0.345995 0.293967 0.0698225 0.0549312 0.0743898 0.0549655 0.18002 0.0700225 0.0516243 0.0798331 0.2601 0.122947 0.0563115 0.187916 0.117631 0.153365 0.112704 0.121406 0.200301 0.140437 0.108355 0.0888975 0.0959357
threshold=-0.13252999999999998 0.104315 0.4024950000000001 -0.087404999999999997 0.13174500000000003 -0.081814999999999985 -0.091799999999999979 -0.071719999999999992 0.09530000000000001 -0.082214999999999983 -0.084629999999999997 -0.14780999999999997 0.10383000000000002 0.11846000000000001 0.11224000000000002 -0.4686749999999999 -0.43418999999999991 0.090615000000000015 -0.22474499999999997 0.09796500000000001 0.31359500000000001 0.11667000000000001 0.093625000000000014 0.10299000000000001 -0.062804999999999986 0.024640000000000006 -0.25582999999999995 -0.53814999999999991 0.097020000000000009 0.62931500000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 7 8 -2 -8 -11 -12 14 -14 15 -13 17 -17 -18 27 21 22 23 24 26 -26 -21 -20 29 -29
right_child=6 2 3 4 -6 -7 9 -9 -10 10 11 12 13 -15 -16 16 18 -19 19 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0070486222228576109 -0.016758745296725205 -0.0076136358850635594 -0.002072803562749987 0.010237559697235979 -0.00034393927780911331 -0.00030208540381863717 0.0047905854834243665 0.0070501253559169452 0.00018139102845452727 0.0046084134893026206 -0.0057637253320654454 0.0042191683183773424 -0.0099233040247451183 0.0030208565294742584 0.0046519147997969414 0.0019589277974834357 0.0057824894578920472 -0.012551670543672074 -0.0074036750232889543 -0.00015081522637046876 0.0093655829756663974 -0.0043885733488769757 -0.0061906544491648679 0.0091888299211859703 -0.005775419842410927 0.0061858436181431728 0.008177579573650914 -6.0674998812523177e-05 -0.0065159674077718104 -0.006056065129599086
leaf_weight=31 21 20 23 21 20 25 30 22 20 25 23 28 22 21 32 30 36 21 21 40 26 42 23 22 42 21 41 2323 22 27
leaf_count=31 21 20 23 21 20 25 30 22 20 25 23 28 22 21 32 30 36 21 21 40 26 42 23 22 42 21 41 2323 22 27
internal_value=0 0.00156513 5.60214e-06 0.0025068 0.00507585 -0.00355166 -7.35048e-05 -0.00306672 -0.00849526 -8.88103e-06 -5.8737e-05 -9.9491e-05 -5.36187e-05 -0.00360174 9.28723e-07 -5.28982e-05 -9.66022e-05 -0.00401602 -2.21828e-05 -0.000101039 0.00130559 0.000398408 0.00146218 0.00252252 0.00150405 -0.00178833 0.00406479 -0.000252106 -0.000188791 -0.000129558
internal_weight=0 140 109 64 41 45 2981 63 41 2918 2888 2863 2840 43 2797 2765 2737 51 2686 2650 257 231 189 166 144 63 81 2393 2372 2350
internal_count=3121 140 109 64 41 45 2981 63 41 2918 2888 2863 2840 43 2797 2765 2737 51 2686 2650 257 231 189 166 144 63 81 2393 2372 2350
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=31
num_cat=0
split_feature=1452 48 0 51 12 3 157 1 0 50 50 50 157 16 0 48 48 0 0 3 13 1 2 1 15 15 52 3 13 2
split_gain=0.0351499 0.0446106 0.0982961 0.0845118 0.070734 0.104654 0.0669945 0.0661168 0.065185 0.0628594 0.0793219 0.101023 0.0675677 0.062551 0.0847899 0.0755593 0.0722675 0.0670759 0.149189 0.0756404 0.269519 0.20083 0.42594 0.260007 0.253089 0.245186 0.198192 0.143812 0.311905 0.133072
threshold=0.11850000000000001 0.13438000000000003 -0.060129999999999996 0.11794000000000002 0.092995000000000008 -0.079979999999999982 -1.0000000180025095e-35 0.12456000000000002 -0.088099999999999984 0.13541500000000004 0.11859500000000002 0.11564500000000001 -0.14116499999999996 -0.54656499999999986 -0.15350499999999997 0.11951500000000001 0.11247500000000001 -0.24955499999999997 -0.23091999999999999 -0.0049599999999999991 -0.15416999999999995 0.087325000000000014 0.086675000000000016 0.11353000000000001 -0.09551999999999998 -0.031204999999999997 -0.13993999999999998 -0.0096849999999999974 -0.049279999999999997 0.099185000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 9 5 -5 -6 -3 -7 10 11 12 -1 14 -14 16 17 -15 -19 20 -20 22 -21 24 -23 -26 -27 -22 -29 -24
right_child=-2 2 -4 4 6 8 -8 -9 -10 -11 -12 -13 13 15 -16 -17 -18 18 19 21 27 23 29 -25 25 26 -28 28 -30 -31
leaf_value=-0.0036803343501096426 -0.0040774302934074684 -0.003330787572216381 -0.0081922880063454318 0.0097589279823005193 -0.0043936871437598828 -0.0013333707750807036 0.0023493237804803179 0.004054386167660017 0.0053714885274279492 -0.0047490316775760481 0.0042747935664645123 -0.0068027453243055137 0.0061197052476927643 0.0057575364777585495 -0.0016811910805038432 -0.0055911574008253723 0.0048451123233403896 -0.0075929331736495874 -0.010332018892782239 -0.012789616953372827 2.7189731449256575e-05 0.013088382974577449 0.0051090561156702597 -1.3324740645756205e-05 -0.0038809182413388045 0.00086593043765631223 0.012197300834073263 0.0033187354635447266 -0.013756487437564394 -0.003485908194805586
leaf_weight=49 21 27 21 25 23 29 41 22 29 28 43 22 38 20 22 24 31 26 26 29 2112 36 43 166 32 29 33 20 23 31
leaf_count=49 21 27 21 25 23 29 41 22 29 28 43 22 38 20 22 24 31 26 26 29 2112 36 43 166 32 29 33 20 23 31
internal_value=0 2.76213e-05 -0.00246818 8.52801e-05 0.00242412 0.00435034 -7.39458e-05 -1.49953e-05 0.00201906 -3.39741e-05 1.22682e-05 -5.29127e-05 3.11784e-07 6.61095e-05 0.00325938 -5.35484e-06 4.51003e-05 -1.1564e-05 -5.58395e-05 2.01157e-05 -0.000211477 0.00128604 -0.00251721 0.00260947 0.00595858 0.00322802 0.00689714 -8.93735e-05 -0.00581452 0.00150846
internal_weight=0 3100 70 3030 147 83 64 49 58 2883 2855 2812 2790 2741 60 2681 2657 2626 2606 2580 2181 399 103 296 130 94 62 2155 43 74
internal_count=3121 3100 70 3030 147 83 64 49 58 2883 2855 2812 2790 2741 60 2681 2657 2626 2606 2580 2181 399 103 296 130 94 62 2155 43 74
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=31
num_cat=0
split_feature=45 8 0 11 9 123 454 4 4 133 16 3 1446 3 43 0 42 43 1213 2 12 1213 16 156 43 4 0 12 43 12
split_gain=0.0346665 0.0372354 0.0401144 0.135665 0.0451083 0.0573453 0.0522219 0.0459174 0.197265 0.488646 1.58284 0.21238 0.180659 0.242329 0.409563 0.596712 0.217434 0.398455 0.126384 0.118949 0.109018 0.152217 0.203476 0.128392 0.105649 0.100082 0.218355 0.148309 0.0902016 0.260901
threshold=-0.067109999999999989 0.099635000000000015 0.18019500000000002 -0.014494999999999999 -0.092544999999999975 -0.078164999999999998 0.088225000000000012 -0.082249999999999976 -0.07958999999999998 -1.0000000180025095e-35 -0.082404999999999992 -0.082879999999999995 0.08376500000000002 -0.086424999999999988 -0.011694999999999999 -0.071924999999999989 0.089390000000000011 -0.011244999999999998 0.058610000000000009 0.084305000000000005 0.087925000000000017 0.027540000000000002 -0.072804999999999981 0.091255000000000017 0.084740000000000024 -0.078439999999999996 -0.084269999999999984 0.090695000000000012 -0.095049999999999982 0.085785000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 12 9 18 -11 -12 13 24 15 -15 17 -14 19 -9 21 22 -16 -24 28 26 -10 -28 29 -7
right_child=1 -3 -4 4 5 6 -8 8 25 10 11 -13 16 14 20 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0040492957189555796 0.0082471386145334703 0.0043283113837242126 -0.003366653924541814 0.0042140752747654919 -0.0051380659601735802 0.0089593276764978382 0.0042090640885048903 0.0070805776638515061 -0.0042633605322667531 -0.033754583378322427 -0.0070423722034320237 0.005739220625792559 -0.017902978729795328 0.025088951848447325 -0.0060498904340482995 0.0035457541952685768 0.0035476599870016799 0.00022688409641247106 -0.0063308501616120344 -0.0003940598987780201 -0.0037875662442247355 0.010447868287918114 0.0070630024138760451 -0.00077593971194850429 0.0054835593110571304 -0.00011848039677746148 0.014418103438802064 0.0022398888878524307 -0.0018615059555654795 -0.0010117599951184315
leaf_weight=21 20 20 35 25 22 34 29 33 21 20 26 26 22 20 29 36 25 27 21 60 33 21 48 37 30 1982 20 20 243 115
leaf_count=21 20 20 35 25 22 34 29 33 21 20 26 26 22 20 29 36 25 27 21 60 33 21 48 37 30 1982 20 20 243 115
internal_value=0 2.74307e-05 -4.97084e-07 3.81944e-05 -1.60796e-05 -5.13309e-05 -1.37526e-05 -5.52791e-05 -0.000279545 -0.00339734 -0.00984686 -0.000651576 0.000639009 0.00117513 0.00383352 0.0112398 -0.00404119 -0.00791305 0.000676032 0.00225823 0.00136478 0.00262424 0.00118305 0.00365076 -0.000235958 4.30794e-06 0.00399392 0.008329 -0.000673677 0.00126352
internal_weight=0 3100 3080 3045 3025 3000 2978 2949 2229 186 72 52 720 646 224 56 74 49 114 93 168 135 114 85 422 2043 61 40 392 149
internal_count=3121 3100 3080 3045 3025 3000 2978 2949 2229 186 72 52 720 646 224 56 74 49 114 93 168 135 114 85 422 2043 61 40 392 149
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=31
num_cat=0
split_feature=11 4 483 40 42 1205 1 3 1455 13 3 11 2 13 3 12 16 43 12 43 12 12 12 131 15 132 3 148 148 0
split_gain=0.0400004 0.037717 0.0859468 0.04001 0.131547 0.0605493 0.0446932 0.527178 0.138792 0.125837 0.128677 0.270026 0.131288 0.418523 0.296585 0.216613 0.119575 0.112105 0.388442 0.378225 0.153078 0.353502 0.209842 0.198473 0.163809 0.162534 0.146279 0.140095 0.168596 0.179858
threshold=-1.0000000180025095e-35 0.62931500000000018 0.095345000000000013 -0.24452499999999996 0.15665000000000004 0.09993500000000001 0.085760000000000017 0.10732000000000001 0.11192500000000001 -0.14819499999999997 -0.16726499999999997 0.074925000000000005 0.084055000000000005 -0.0082249999999999979 -0.081574999999999995 0.083785000000000012 -0.080344999999999986 0.0051600000000000005 0.091475000000000015 0.093175000000000022 0.093965000000000007 0.094835000000000017 0.091715000000000005 0.092000000000000012 0.089740000000000014 0.090440000000000006 -0.080884999999999985 -0.079549999999999996 -0.063899999999999985 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 9 17 -5 -11 12 13 14 15 -12 -17 20 19 -19 22 -22 25 24 -24 27 -20 -8 -29 -30
right_child=1 2 -4 4 -6 -7 8 -9 -10 10 11 -13 -14 -15 -16 16 -18 18 26 -21 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.003633911755556862 -0.0044642158830538389 -0.0011927446856608858 0.0077705997508019211 0.0057936963381838395 0.0072470948770642285 -0.005520800875965506 -0.0053950050582421858 -0.015814840443199502 0.0078050098801031717 0.006866468861699105 0.0087682168374562438 -0.0089868829003535208 0.00013010220972952397 0.012314602914021205 -0.010822539138607682 0.002240118009138585 -0.0063197700399905445 -0.018951062217820436 0.0088186032150406393 -0.0030718385940417649 -0.014563747597011654 -0.0012520378509919359 0.004187970715124281 -0.0029144706367515028 0.015626748917358265 -0.0069599524930571066 -0.0010363344320660978 0.0089712341639982627 -0.0059163908463564117 0.00069729196580436839
leaf_weight=30 20 23 20 44 25 20 42 20 20 30 36 31 1449 38 20 47 25 24 20 40 22 214 31 20 21 33 61 23 44 628
leaf_count=30 20 23 20 44 25 20 42 20 20 30 36 31 1449 38 20 47 25 24 20 40 22 214 31 20 21 33 61 23 44 628
internal_value=0 3.52693e-05 0.00297625 -6.22097e-06 2.32242e-05 -3.69146e-05 -1.4702e-07 0.000327009 -0.000458113 0.000514705 0.000376116 0.000257823 0.000435275 0.0030991 0.000363252 0.0024347 -0.000732065 -0.000593242 -0.00320375 -0.00902655 -0.000242107 -0.00249296 0.000388774 0.00555138 0.00880748 -9.39638e-05 0.00139698 0.000213469 0.000552398 0.000264253
internal_weight=0 3091 43 3048 3028 3003 2983 1740 1243 1720 1676 1646 1615 166 128 108 72 1223 145 64 1078 236 842 72 52 770 81 737 695 672
internal_count=3121 3091 43 3048 3028 3003 2983 1740 1243 1720 1676 1646 1615 166 128 108 72 1223 145 64 1078 236 842 72 52 770 81 737 695 672
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=31
num_cat=0
split_feature=473 156 155 475 12 471 3 475 16 4 475 475 475 1427 157 4 374 374 1374 1374 12 475 0 4 51 51 0 2 0 1
split_gain=0.0338923 0.0446468 0.0778342 0.0483882 0.158051 0.106761 0.0743771 0.0641455 0.181531 0.144529 0.078055 0.115499 0.093515 0.0589523 0.184482 0.0902923 0.0830034 0.11608 0.0683335 0.172088 0.0635778 0.264931 0.163822 0.266789 0.146368 0.395079 0.232566 0.415585 0.418216 0.227396
threshold=-0.07576999999999999 0.14401500000000003 0.12509500000000004 -0.088274999999999978 0.086915000000000006 0.088635000000000005 -0.080289999999999986 -0.085684999999999997 -0.010264999999999998 -0.020529999999999996 -0.084894999999999984 -0.084169999999999981 -0.08317999999999999 0.086130000000000012 -0.077809999999999976 -0.0070899999999999991 0.091075000000000017 0.086450000000000013 -1.0000000180025095e-35 -0.41674499999999998 0.086420000000000011 -0.074744999999999992 0.11070500000000001 -0.15289999999999995 0.078435000000000019 0.084305000000000019 -0.09515499999999999 0.080205000000000012 -0.11173999999999999 0.083135000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 8 -5 -10 -9 -12 -13 16 15 -15 17 18 19 -14 21 -20 23 -22 26 -26 27 28 -23 -27
right_child=1 -3 -4 7 5 -7 -8 10 9 -11 11 12 13 14 -16 -17 -18 -19 20 -21 22 24 -24 -25 25 29 -28 -29 -30 -31
leaf_value=0.0038245482451241953 0.0060500674526251502 -0.0033476695860736073 0.0051710740405191066 0.010280648570345797 -0.012106253497768194 -0.0017737148127844196 -0.0022701164707541466 -0.0054917176341405145 0.0050947310491686777 -0.0066375478037766049 0.0061844444282663363 -0.0051173406530223373 -0.0026335473898507194 0.011902369795134291 -0.0038053462551906705 0.0025139446270519071 0.0062032105013107262 -0.0070317542102808763 -0.012088034888729454 0.010327555628360383 -0.010557532387421183 0.021422335807056655 0.0061883324782526046 0.00029755000514968476 -0.015499954941597852 -0.0070352462113637913 -0.0011217128225452179 0.00073731556118441729 0.0026062376909302895 0.00067977199828924816
leaf_weight=23 21 40 29 23 20 20 22 26 21 21 30 36 20 20 25 21 21 24 20 21 23 21 46 1452 22 52 561 269 27 144
leaf_count=23 21 40 29 23 20 20 22 26 21 21 30 36 20 20 25 21 21 24 20 21 23 21 46 1452 22 52 561 269 27 144
internal_value=0 -2.8394e-05 1.50236e-05 -3.4341e-05 -0.00241555 -0.00693998 0.00179323 3.27466e-05 0.00313932 -0.000771408 -3.73427e-05 1.23294e-05 -5.32152e-05 1.21518e-05 0.00296525 0.00709366 -5.94253e-05 -0.000108099 -4.60495e-05 0.00400507 -0.000109036 -0.000682268 0.00031156 0.000128284 -0.000474133 -0.00279332 0.000101702 0.0022668 0.0108383 -0.00136707
internal_weight=0 3098 3058 3029 83 40 43 2946 65 42 2881 2855 2825 2789 66 41 2723 2702 2678 41 2637 1116 1521 1475 1096 218 878 317 48 196
internal_count=3121 3098 3058 3029 83 40 43 2946 65 42 2881 2855 2825 2789 66 41 2723 2702 2678 41 2637 1116 1521 1475 1096 218 878 317 48 196
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=31
num_cat=0
split_feature=1426 1425 156 2 12 1 11 11 11 2 15 51 2 129 15 14 12 14 16 1 3 3 43 3 1186 157 50 4 43 151
split_gain=0.034801 0.0416212 0.048423 0.0803189 0.0852448 0.0641063 0.0570085 0.0416253 0.140671 0.199351 0.1792 0.154544 0.0652352 0.0639327 0.0956138 0.0743072 0.295808 0.0876034 0.0714173 0.0911402 0.308581 0.342171 0.212826 0.879149 0.166936 0.133921 0.132877 0.132404 0.176621 0.186909
threshold=-0.10090499999999998 0.10034500000000002 0.11659000000000001 0.11474000000000002 0.095565000000000011 0.10254500000000001 -1.0000000180025095e-35 0.079915000000000014 0.085875000000000021 0.08622500000000001 -0.097454999999999986 -0.054954999999999997 0.090050000000000005 0.10596500000000002 -0.052074999999999989 0.078235000000000013 0.079890000000000017 1.0000000180025095e-35 -0.54656499999999986 0.081670000000000006 0.10732000000000001 0.048265000000000009 0.062770000000000006 -0.079864999999999978 0.060550000000000007 0.088145000000000015 -0.23771499999999998 -0.0019149999999999998 -0.013819999999999997 -0.078754999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 -2 13 9 -9 12 -12 -10 15 -15 17 -17 18 -8 20 21 -20 24 -24 25 26 -21 28 29 -28
right_child=1 -3 3 -5 -6 -7 7 8 10 -11 11 -13 -14 14 -16 16 -18 -19 19 22 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0040571430254550209 -0.004553732510456549 -0.0042656355375505009 -0.0006727286137174815 0.007559656792066315 -0.0043097027805228923 0.0073339152801781896 0.0038887592844751686 0.013349707025502408 0.00019326247274875641 0.00064620212030907479 0.0028839537035673861 -0.0079761185450479399 0.0077320778005135551 0.0087739303568378085 0.00023177431063040309 0.0015458755484605963 -0.013548884121701122 0.0061825214991007345 0.00026254616372315895 0.006363536750957851 -0.012067328004632146 0.013429129291325809 -0.024072533920407299 -0.00047604827272395292 -0.0082434823805535278 -0.0073500615938638277 0.0032717302866248328 -0.0017326405397926768 0.0030961563825184189 -0.0021012140752875949
leaf_weight=21 28 23 20 22 23 20 43 21 22 30 20 38 24 20 38 37 20 22 1505 31 20 20 20 75 27 26 88 375 197 245
leaf_count=21 28 23 20 22 23 20 43 21 22 30 20 38 24 20 38 37 20 22 1505 31 20 20 20 75 27 26 88 375 197 245
internal_value=0 -2.74839e-05 4.19553e-06 0.0023578 0.000541279 0.00333059 -6.26682e-05 -2.02425e-05 0.00157508 0.00587706 -0.000534536 -0.00423127 0.00412656 -0.000108272 0.00317735 -0.000177544 -0.00375053 -0.000101946 -0.000153689 -0.000219808 0.000273377 0.000435223 -0.000922733 -0.00544373 -0.000488462 -0.000270805 -7.41591e-05 -0.000294677 0.00072275 -0.000681337
internal_weight=0 3100 3077 85 63 40 2992 2964 155 51 104 58 46 2809 58 2751 57 2694 2672 2629 1545 1525 1084 95 989 962 936 905 530 333
internal_count=3121 3100 3077 85 63 40 2992 2964 155 51 104 58 46 2809 58 2751 57 2694 2672 2629 1545 1525 1084 95 989 962 936 905 530 333
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=31
num_cat=0
split_feature=133 398 398 1201 130 13 13 130 2 0 13 130 38 11 1209 13 1209 130 130 2 1213 1213 1212 403 1212 52 402 1213 42 12
split_gain=0.0352795 0.0463669 0.0660045 0.0725028 0.0378123 0.103951 0.18816 0.0866178 0.0612916 0.149117 0.0984736 0.0887177 0.0560184 0.0605168 0.0535817 0.338397 0.0813205 0.0688351 0.133366 0.115311 0.0564134 0.0744924 0.108945 0.0873467 0.0708853 0.0704565 0.197868 0.199586 0.37225 0.517477
threshold=-0.54084999999999994 0.099290000000000003 1.0000000180025095e-35 -0.081779999999999978 0.095135000000000011 -0.013024999999999998 -0.00096999999999999983 0.091705000000000023 0.11510000000000002 -0.072269999999999987 0.10443000000000001 0.10797500000000002 0.10657000000000001 -0.014494999999999999 -0.085894999999999985 -0.052719999999999996 -0.077874999999999986 0.082650000000000015 0.086260000000000017 0.088745000000000004 -0.5165749999999999 -0.15413999999999997 -0.105665 0.23383500000000004 -0.075499999999999998 0.0031350000000000002 0.11320500000000001 0.04198000000000001 0.089390000000000011 0.087695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -7 12 9 10 11 -8 13 -5 15 -15 -16 20 -19 -20 -18 23 -23 -22 -24 26 27 -26 29 -29
right_child=1 -3 -4 4 5 6 8 -9 -10 -11 -12 -13 -14 14 16 -17 17 18 19 -21 21 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0030695198700020744 0.0058156429479519524 -0.0039490239896501104 0.0052251796535225971 -0.0053163731020917614 0.0050928447839050069 -0.0099881374656602198 0.0071629252568211248 0.0056443881657388482 0.0033353377341492369 -0.0094434990126284826 -0.0051234953496605163 -0.0010921024973504247 0.0043255461845546966 0.00337735504691602 0.0062114087022131399 -0.01242370771487122 -0.005422347441781313 0.0079926041928927351 -0.0034678852105954369 0.0053860128351819496 0.0086510240941424857 -0.0065036898961773632 0.004227199451368604 0.00098727046745901545 0.0003317680874728518 -0.00092545550653265615 0.010092132771387697 -0.022066659917167965 0.0042975253891199827 -0.00077327632438391452
leaf_weight=37 21 30 24 22 21 27 23 27 28 21 25 30 29 33 21 23 20 31 38 24 20 27 37 58 1494 837 20 21 27 25
leaf_count=37 21 30 24 22 21 27 23 27 28 21 25 30 29 33 21 23 20 31 38 24 20 27 37 58 1494 837 20 21 27 25
internal_value=0 -3.68263e-05 1.60396e-06 -3.97709e-05 -8.06362e-05 -0.00150718 -0.00240719 7.45337e-06 -0.00079549 -0.0019638 4.99593e-05 0.00249027 -4.67672e-05 -9.24105e-05 -5.07098e-05 -0.00311237 1.27912e-05 -3.57982e-05 0.00263715 -4.05698e-05 -0.000131925 -9.06905e-05 -0.000186091 0.00295234 -0.000116779 -0.000183086 0.000208447 8.22993e-05 -0.00502327 -0.0104942
internal_weight=0 3084 3054 3030 3009 175 154 2834 127 99 78 53 2807 2778 2756 56 2700 2679 93 62 2586 2566 2488 78 2461 2424 1587 1567 73 46
internal_count=3121 3084 3054 3030 3009 175 154 2834 127 99 78 53 2807 2778 2756 56 2700 2679 93 62 2586 2566 2488 78 2461 2424 1587 1567 73 46
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=31
num_cat=0
split_feature=1452 48 51 3 48 48 48 12 2 1 13 3 48 2 1 1 1 1 13 39 1 49 133 1446 1 1 1 15 12 52
split_gain=0.0333157 0.0415368 0.0948474 0.156105 0.0714378 0.0771111 0.0634023 0.0612521 0.0707167 0.0692568 0.147722 0.0586728 0.117036 0.151426 0.11179 0.150764 0.108583 0.139645 0.150369 0.0990067 0.0735493 0.192895 0.167614 0.163941 0.150938 0.137146 0.218355 0.117767 0.113231 0.120954
threshold=0.11850000000000001 0.13438000000000003 0.14330000000000001 -0.034684999999999994 0.12474000000000002 0.11765000000000002 0.11247500000000001 0.22926500000000002 0.31098000000000003 0.14754500000000001 -0.13710499999999998 0.12178000000000001 -0.031249999999999997 0.11177500000000001 0.13707500000000003 0.13471500000000003 0.12958500000000003 0.12408500000000001 -0.17933499999999997 0.10661000000000002 0.10337500000000001 0.065470000000000014 0.089405000000000012 -0.09143999999999998 0.10727500000000002 0.10887500000000001 0.11103500000000001 -0.059484999999999989 -1.0000000180025095e-35 -0.26636999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 8 9 11 -11 14 -13 -14 15 16 17 18 -1 20 23 22 24 -20 28 -26 -27 -28 -22 -30
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 10 -12 12 13 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.0081674596335253001 -0.0039696194203792234 -0.0053981035218938541 -0.0073199522085487844 0.0063844314628196041 0.0049381261008481191 -0.0060044507008223313 0.0046505175825829314 0.0050613103473248584 -0.005012695680073064 -0.002575399225489015 0.0085197053799804835 0.008394623237351578 0.0065329938741593534 -0.0021992380989508497 -0.006091522197088888 0.008598021732177585 -0.0064261899122761354 0.0080698838002891057 -0.0089297743327915666 0.0055714341834367763 -0.011526058444287628 0.0066895862152495491 -0.010493141040205956 0.00016417619107203605 0.0070051776003092524 -0.01019184726544402 -0.001587155216413255 0.0049244886574645839 -0.0069642141996253586 0.0012980632073081593
leaf_weight=23 21 23 25 22 30 21 30 24 28 21 28 24 29 63 31 20 27 21 20 31 20 26 23 2248 25 22 82 42 37 34
leaf_count=23 21 23 25 22 30 21 30 24 28 21 28 24 29 63 31 20 27 21 20 31 20 26 23 2248 25 22 82 42 37 34
internal_value=0 2.6891e-05 -0.0023814 0.000362247 8.2528e-05 3.3972e-05 7.65389e-05 3.00081e-05 -1.12744e-05 3.70652e-05 0.00376466 -2.70683e-05 0.00217565 0.000553313 -0.000120595 -5.20655e-05 -0.000116594 -5.24048e-05 -0.000117186 -4.62446e-05 -0.00011377 -0.0015559 -0.00230812 8.39826e-05 -0.00158959 0.000161349 -0.00101054 0.000618402 -0.00487981 -0.00300763
internal_weight=0 3100 70 45 3030 3000 2979 2949 2925 2897 49 2848 116 92 2732 2701 2681 2654 2633 2610 2579 311 285 2268 262 171 146 124 91 71
internal_count=3121 3100 70 45 3030 3000 2979 2949 2925 2897 49 2848 116 92 2732 2701 2681 2654 2633 2610 2579 311 285 2268 262 171 146 124 91 71
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=31
num_cat=0
split_feature=45 471 1420 1425 156 482 471 1420 49 1428 16 42 16 52 15 13 13 4 52 49 3 1 51 3 41 133 3 160 16 41
split_gain=0.035748 0.0312412 0.0399565 0.0503807 0.0739812 0.0670455 0.0564926 0.111463 0.0949127 0.0624326 0.0549361 0.161529 0.29907 0.325212 0.186016 0.130502 0.128265 0.124726 0.120865 0.122218 0.151596 0.137117 0.108366 0.0823455 0.164313 0.252048 0.157585 0.210602 0.134091 0.12669
threshold=-0.067109999999999989 0.10693500000000002 0.056520000000000008 0.10499500000000002 0.14862 0.11816500000000001 0.086465000000000014 -0.079539999999999986 0.08610000000000001 0.094820000000000015 0.19444000000000003 0.097640000000000018 0.25792000000000009 -0.12647999999999995 -0.053579999999999996 0.095120000000000024 0.0045550000000000009 -0.047864999999999991 -0.013374999999999998 0.10969000000000002 0.10299500000000002 0.099990000000000009 -0.14596499999999998 -0.14186499999999996 0.079395000000000007 0.085355000000000014 -0.15121499999999996 -0.079009999999999983 -0.082779999999999979 0.08690500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 9 -8 -9 10 23 12 13 -12 -13 16 18 -17 19 20 21 22 -14 24 25 26 27 -2 -29 -26
right_child=1 -3 -4 -5 -6 -7 7 8 -10 -11 11 14 15 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=-0.0041119731164404325 0.007591171973300251 0.0038718095714492459 -0.0044535277690738442 -0.0047374240329108117 0.0059801654003205753 0.0042547390922098548 -0.007733995884440706 -0.0050563313066959385 0.0039632985933816863 0.0053489556366747085 -0.0020825637459683305 -0.0020606024794026533 0.0094915022326555742 -0.019043918556999415 0.010943465722216801 0.010109029996674509 -0.0071444031924733685 -0.00068872009667203483 0.0057015972113451706 -0.0077661796809277601 -0.0079295099396923825 -0.0039039253903132296 0.00081660337762312152 -4.1218957526094314e-07 -0.0064244101376032398 0.014694042336195708 0.0082460200842169509 0.00064761599060148001 -0.010439165090210737 0.0021402011004587012
leaf_weight=21 22 21 20 22 21 37 28 20 28 22 26 22 24 20 22 20 36 23 26 27 21 31 36 2360 31 20 31 24 20 39
leaf_count=21 22 21 20 22 21 37 28 20 28 22 26 22 24 20 22 20 36 23 26 27 21 31 36 2360 31 20 31 24 20 39
internal_value=0 2.78553e-05 1.63801e-06 3.07663e-05 6.5307e-05 2.41226e-05 -2.84228e-05 -0.00271982 0.000205119 4.20374e-05 1.51254e-06 -0.00120435 -0.00206095 -0.00945707 0.00444143 -0.000666604 -0.00173628 0.00433349 -0.000556321 -0.00172687 -0.000270961 0.0014964 0.00428656 0.000159643 0.00217959 0.00447242 0.00236486 -0.000397496 -0.00439183 -0.0016527
internal_weight=0 3100 3079 3059 3037 3016 2979 76 48 2903 2881 334 290 46 44 244 201 43 165 139 112 91 60 2547 187 117 97 66 44 70
internal_count=3121 3100 3079 3059 3037 3016 2979 76 48 2903 2881 334 290 46 44 244 201 43 165 139 112 91 60 2547 187 117 97 66 44 70
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=31
num_cat=0
split_feature=39 52 10 10 1 12 38 38 11 1 1 1 10 8 1452 50 50 160 42 474 11 11 11 474 11 51 52 51 11 13
split_gain=0.031571 0.0490207 0.0406043 0.125399 0.0758336 0.0539309 0.0494287 0.0714476 0.0543003 0.0780409 0.0764914 0.088451 0.099221 0.100458 0.0579182 0.0487351 0.0922956 0.188843 0.193452 0.0766325 0.113653 0.124524 0.108081 0.108384 0.0975789 0.0914909 0.226589 0.163064 0.103701 0.0774175
threshold=0.16946000000000003 0.63556000000000001 -0.15926999999999997 -0.089679999999999982 0.15964000000000003 -0.089839999999999989 0.10657000000000001 0.084835000000000008 0.10458500000000001 0.14699000000000004 0.13968000000000003 0.13707500000000003 0.11192500000000001 0.084655000000000022 0.11850000000000001 -0.47382999999999992 -0.13200999999999999 -0.059339999999999997 0.090835000000000013 -0.25711499999999993 0.08976000000000002 0.086080000000000018 0.080705000000000013 -0.10160499999999999 0.078340000000000007 -0.14660499999999996 -0.53447999999999996 -0.22411499999999998 1.0000000180025095e-35 -0.52014499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 6 -1 7 8 9 10 11 12 13 14 15 -5 17 -17 -19 -18 21 22 23 -21 25 26 -25 -28 29 -27
right_child=-2 -3 3 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 19 18 -20 20 -22 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=0.0066812468482004041 -0.0036912546776559046 0.0049621911835856739 -0.007249613505943369 -0.0047951516739669301 0.0058571590930858461 -0.00013227314473344731 0.0039367608070719025 -0.0060338948108255869 0.0044272533617913728 -0.0048409310820074214 0.0047650366361873843 -0.0063934686265631827 0.0058951486800132057 -0.0069778132235764389 -0.0053971099772024897 -0.0044075361586042817 -0.0047720679301111145 0.0010531898380981553 0.013392300348884115 0.0063583200869078817 0.005586166780752441 -0.0060834616121342956 0.0057836640873574659 0.0039308424200862647 -0.0067621871786700052 -0.0062259181565605106 -0.0030729446022788338 -0.014086743602529168 0.0057005010268767371 2.237262932341312e-05
leaf_weight=21 23 20 24 21 22 26 31 20 27 34 33 22 28 21 20 21 34 27 24 26 36 34 32 30 22 20 41 20 32 2329
leaf_count=21 23 20 24 21 22 26 31 20 27 34 33 22 28 21 20 21 34 27 24 26 36 34 32 30 22 20 41 20 32 2329
internal_value=0 2.74044e-05 -4.66048e-06 -4.98885e-05 7.57522e-06 0.00291207 -3.55373e-05 -7.72236e-05 -3.66191e-05 -7.80792e-05 -2.17141e-05 -7.73348e-05 -2.8025e-05 -8.74691e-05 -3.5213e-05 3.79685e-06 4.07389e-05 0.00357351 0.00685983 -5.50291e-05 6.13767e-06 -7.15426e-05 8.55355e-06 -6.47812e-05 -0.000131742 -7.27333e-05 -0.00318462 -0.00668403 4.62006e-05 -3.0827e-05
internal_weight=0 3098 3078 3031 3007 47 2985 2954 2934 2907 2873 2840 2818 2790 2769 2749 2728 72 51 2656 2622 2586 2552 2520 2494 2472 91 61 2381 2349
internal_count=3121 3098 3078 3031 3007 47 2985 2954 2934 2907 2873 2840 2818 2790 2769 2749 2728 72 51 2656 2622 2586 2552 2520 2494 2472 91 61 2381 2349
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=31
num_cat=0
split_feature=481 1212 481 480 4 49 1455 160 41 42 42 42 12 11 12 47 1 15 52 482 33 9 1452 16 3 15 3 4 16 13
split_gain=0.0302655 0.200182 0.331393 0.396151 0.135377 0.119434 0.119053 0.0896907 0.0723852 0.109684 0.210512 0.120963 0.0743835 0.0741126 0.0707648 0.0608172 0.083809 0.119263 0.188611 0.106175 0.06184 0.0687087 0.0607036 0.0680159 0.242735 0.322124 0.525697 0.195111 0.183223 0.338838
threshold=-0.082304999999999989 0.087615000000000012 -0.087424999999999989 0.087510000000000018 -0.050494999999999991 0.085350000000000023 0.077080000000000023 -0.55045999999999984 1.0000000180025095e-35 0.090090000000000017 0.080840000000000009 0.10077000000000001 -0.042789999999999988 -1.0000000180025095e-35 0.08486500000000001 0.14174500000000004 0.13968000000000003 -0.41942499999999994 -1.0000000180025095e-35 0.085675000000000015 0.078905000000000017 0.089995000000000006 0.11815000000000002 -0.11227499999999999 -0.091354999999999978 0.040760000000000005 -0.055119999999999995 0.24564500000000003 -0.42170999999999997 -0.0051199999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6 -2 13 10 14 -11 -13 -9 -10 16 20 19 -19 -18 21 22 23 24 27 28 -27 -15 -26 -30
right_child=7 -3 3 -5 5 -7 -8 8 9 11 -12 12 -14 15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.006408355698182152 -0.0052579636953658231 -0.0078111228843530016 0.019325420061465017 0.00092627055943012243 0.0086610192665830255 -0.0047779013551189561 -0.0012994576611423069 -0.0060507624010954593 0.0040841946779983122 -0.0051254021138778302 0.010497626934998804 -0.0017760917148552835 0.0063356791121455345 0.0092341276454842754 -0.0043279894068837168 -0.005208049009999504 -0.0065404299506917592 -0.0015390860932794487 0.010213541211042967 0.0031510216004859942 0.0045196747041440439 -0.0048848243379559855 -0.0055029251568374186 0.00012176997801215896 0.001181559499782452 -0.022323619276285175 -0.0010963448190263339 -0.0018959996207351133 -0.0012579862084392043 -0.013614396698540077
leaf_weight=29 33 21 22 25 28 20 21 21 20 33 35 20 26 36 20 23 20 22 36 26 28 31 21 2133 160 20 28 28 107 28
leaf_count=29 33 21 22 25 28 20 21 21 20 33 35 20 26 36 20 23 20 22 36 26 28 31 21 2133 160 20 28 28 107 28
internal_value=0 0.00131387 0.00263542 0.00953864 -0.00067531 0.00173423 0.00439224 -7.38078e-05 -1.52598e-05 0.00209486 0.00483388 -0.000505474 0.00280882 -0.000132658 -0.000121897 -8.7416e-05 -4.41801e-05 0.00273986 0.00575565 -0.00106265 -0.000154692 -0.000205186 -0.000148541 -0.000104273 -0.00128891 -0.00234381 -0.00994104 0.0043647 -0.00110765 -0.0038208
internal_weight=0 166 145 47 98 69 49 2955 2922 154 75 79 46 2768 40 2747 2724 104 58 46 2620 2592 2561 2540 407 343 48 64 295 135
internal_count=3121 166 145 47 98 69 49 2955 2922 154 75 79 46 2768 40 2747 2724 104 58 46 2620 2592 2561 2540 407 343 48 64 295 135
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=31
num_cat=0
split_feature=1177 1176 11 9 12 130 393 16 2 2 3 13 14 43 15 0 2 2 400 42 1447 1 133 1447 1447 483 159 49 49 16
split_gain=0.0332983 0.0614801 0.0405677 0.0634705 0.0466171 0.0700114 0.0510916 0.169702 0.0503484 0.353313 0.208958 0.112258 0.115096 0.149228 0.186217 0.29083 0.385779 0.316368 0.220052 0.223606 0.153742 0.134316 0.121174 0.111125 0.130274 0.110204 0.17617 0.129448 0.321118 0.325187
threshold=-0.079504999999999978 1.0000000180025095e-35 0.10458500000000001 0.10860500000000002 0.22926500000000002 -0.14779999999999996 0.10358500000000001 -0.085589999999999986 0.090675000000000019 0.090425000000000019 0.10732000000000001 -0.096404999999999991 0.057600000000000005 -0.00067499999999999993 -0.10324499999999999 -0.087319999999999995 0.086100000000000024 0.073895000000000002 -0.064794999999999978 -0.047899999999999991 0.071705000000000005 0.095025000000000012 -0.14032999999999998 -0.082954999999999987 -0.073059999999999986 -0.095689999999999983 0.11389500000000001 0.0034800000000000005 0.085970000000000005 -0.011734999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -8 9 10 11 -7 13 20 -15 16 17 -16 -17 22 25 -21 -20 -10 -25 -13 27 -27 29 -29
right_child=1 -3 -4 -5 -6 6 7 -9 23 -11 -12 12 -14 14 15 18 -18 -19 19 21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0029036776419394672 -0.0046858420479111377 -0.0053041945465586403 0.0035429945143391709 -0.0056510709924623374 0.0044858155205197963 0.0032635814204386021 0.0090134281485986251 -0.0015889062636738852 0.0053040845593851473 -0.013625521683134141 -0.0082496253227873247 0.0039769122586585581 -0.0058079409362697927 -0.0053455197619217817 0.0054341172980639386 0.010444718746778867 -0.00048736127888939038 0.023007825291937307 -0.012489903131499887 2.6834657340045153e-05 0.0077702928378823258 0.0078157215275698241 -0.0014819880295544865 -0.0072105139172534737 0.00038626890670854044 -0.0003779033675587538 -0.0092056819363139 -0.0026883394525308787 -0.0007000123743170825 -0.019727858410970796
leaf_weight=39 32 22 32 20 23 94 26 36 45 20 32 45 37 33 20 21 30 21 20 123 21 27 20 23 1217 854 26 24 117 21
leaf_count=39 32 22 32 20 23 94 26 36 45 20 32 45 37 33 20 21 30 21 20 123 21 27 20 23 1217 854 26 24 117 21
internal_value=0 -3.67435e-05 1.12707e-06 -3.63035e-05 1.02873e-06 -3.35274e-05 1.68871e-05 0.00285723 -4.40266e-05 -0.000417318 -0.000250758 -8.60448e-05 -0.000301706 -0.000158536 0.00176206 0.0025938 0.00812994 0.0144353 0.000730931 -0.000342698 -0.000704555 0.00142883 -0.00698595 0.000422515 0.000245361 -0.000868282 -0.00107753 -0.000869524 -0.00346115 -0.0106401
internal_weight=0 3082 3060 3028 3008 2985 2953 62 2891 1606 1586 1554 1460 1423 315 282 71 41 211 190 1108 150 40 1285 1240 1087 1042 1016 162 45
internal_count=3121 3082 3060 3028 3008 2985 2953 62 2891 1606 1586 1554 1460 1423 315 282 71 41 211 190 1108 150 40 1285 1240 1087 1042 1016 162 45
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=31
num_cat=0
split_feature=42 42 402 402 0 2 42 0 403 133 16 0 3 13 479 49 1 123 104 10 15 2 1 1 1 12 12 131 43 1
split_gain=0.0313724 0.111808 0.10597 0.126244 0.0951806 0.0703998 0.0693285 0.180879 0.386071 0.350478 0.104975 0.100217 0.0902742 0.0894864 0.0637968 0.0603524 0.137309 0.0576078 0.0675157 0.0847521 0.205874 0.0887916 0.140383 0.251206 0.144897 0.0796463 0.102451 0.0835701 0.0737724 0.345596
threshold=0.11649000000000002 0.11747 -0.43418999999999991 -0.09849999999999999 -0.087974999999999984 0.14753000000000002 0.097640000000000018 -0.071719999999999992 -1.0000000180025095e-35 0.12599500000000005 -0.050529999999999999 -0.09515499999999999 -0.072624999999999981 -0.11122999999999998 0.11327500000000001 -0.18481499999999998 0.10060500000000001 -0.088149999999999992 0.083745000000000014 -0.014199999999999999 -0.092489999999999989 -0.013254999999999998 0.11146500000000002 0.13559000000000002 0.099400000000000002 0.12477500000000001 0.11734000000000001 -0.13752999999999996 0.016310000000000002 0.080585000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 14 9 -9 11 -10 13 -13 -8 15 16 -1 -17 19 20 -19 22 24 -24 -21 26 27 -23 -29 -30
right_child=1 2 3 4 5 -7 7 8 10 -11 -12 12 -14 -15 -16 17 -18 18 -20 21 -22 25 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0080059828557844832 -0.0076144752810553959 -0.0057516942444090094 0.0064374003463589973 0.0050008381028538162 -0.0044093572671824533 0.0012587033639041088 0.002399116071007614 0.017461410834803247 0.0061934330140150365 -0.010113044381141663 -0.0014783919855420079 0.010365175232291222 0.0020649646899025694 -0.0063588861282914888 -0.0054221132431517948 -0.0051631515623912928 0.0021069504059851168 -0.011583529687708333 0.0053749164566397672 0.0010918920110587194 0.0013261650875210761 0.0058688500469846385 -0.0067759038298390809 0.0072184751154449976 0.011988126995185248 0.0046751694040722217 -0.0070177027567600208 0.00013034385955859896 0.0005222772495112073 -0.0080210277606965977
leaf_weight=29 24 30 31 23 56 36 28 20 31 30 42 20 38 20 22 21 25 21 24 23 30 24 29 23 26 36 21 2092 182 64
leaf_count=29 24 30 31 23 56 36 28 20 31 30 42 20 38 20 22 21 25 21 24 23 30 24 29 23 26 36 21 2092 182 64
internal_value=0 -0.00121165 -0.000338539 0.000773753 -0.000752969 -0.00219142 8.29614e-05 0.00175332 0.00515196 -0.000570747 0.00177951 0.0021299 0.00492711 -0.00125005 -5.91309e-05 -1.49415e-05 -0.00332407 5.33662e-05 9.55808e-05 4.62988e-05 -0.00398959 0.000127978 0.00303296 -0.000586082 0.00687357 6.68656e-06 -6.38403e-05 -2.01506e-06 -6.22806e-05 -0.00170037
internal_weight=0 200 176 146 115 92 2921 229 93 136 73 106 58 48 2692 2670 54 2616 2595 2571 51 2520 101 52 49 2419 2383 2362 2338 246
internal_count=3121 200 176 146 115 92 2921 229 93 136 73 106 58 48 2692 2670 54 2616 2595 2571 51 2520 101 52 49 2419 2383 2362 2338 246
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=31
num_cat=0
split_feature=12 10 10 2 12 2 2 43 133 13 12 15 3 3 129 2 3 401 12 1212 13 401 403 16 43 1443 130 13 4 52
split_gain=0.0301752 0.0557467 0.10583 0.0561984 0.0421612 0.0923814 0.166681 0.137127 0.0978225 0.096389 0.0830446 0.162469 0.10268 0.112233 0.0645643 0.127685 0.135169 0.0719452 0.11927 0.114485 0.0791416 0.0757484 0.150392 0.0623904 0.0620214 0.0754669 0.0547462 0.175974 0.204037 0.103357
threshold=0.23631000000000002 -0.15926999999999997 -0.089679999999999982 0.31358000000000003 0.110195 0.10381000000000001 0.11389000000000002 -0.067199999999999996 -1.0000000180025095e-35 0.01128 0.10266500000000002 0.10017500000000001 -0.069009999999999974 -0.07793499999999999 0.097955000000000014 0.095040000000000013 -0.089089999999999989 0.11186000000000001 0.08815000000000002 -0.14780999999999997 -0.087404999999999997 -0.23187499999999997 -0.072624999999999981 -0.077589999999999978 -0.52440999999999993 0.091740000000000016 0.09290000000000001 -0.013024999999999998 -0.0083799999999999986 0.089575000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 10 8 -7 -8 -6 -10 14 12 13 23 17 16 -16 19 -19 -4 -20 22 -21 -12 -23 26 -26 -28 29 -29
right_child=-2 2 4 -5 5 6 7 -9 9 -11 11 -13 -14 -15 15 -17 -18 18 20 21 -22 24 -24 -25 25 -27 27 28 -30 -31
leaf_value=-1.4325629712806809e-05 -0.0036087324356903201 -0.0069403303821507674 -0.0056520984671707894 0.0064376847605065752 0.0085416861472587136 -0.0081265341824568495 0.0087038721330463895 -0.00085739350644871599 0.0059409353915335882 -0.0018820680263969634 0.0027130455518250959 -0.0097552844434976582 0.0056508469535037874 -0.0088907032331917435 0.0040970269015387578 0.008439962560724882 -0.0058289220678093643 0.0094180470199457245 -0.0031066280590104208 0.01026226408070042 0.0048100778590077949 -0.0052972381043693293 -0.00069806814126129599 -0.0030493323535968862 -2.689069678039659e-05 0.0057504441833853811 0.0039966277221537899 0.0022280952067707071 -0.012061920059988133 -0.0066206713799725888
leaf_weight=27 23 22 37 27 29 23 20 60 28 36 34 25 20 20 34 27 23 21 28 21 23 23 31 42 2282 22 32 33 26 22
leaf_count=27 23 22 37 27 29 23 20 60 28 36 34 25 20 20 34 27 23 21 28 21 23 23 31 42 2282 22 32 33 26 22
internal_value=0 2.67918e-05 -2.97076e-05 0.00321168 2.06014e-05 0.0014389 -0.000624043 0.00153292 0.00372366 0.0015405 -7.7766e-05 -0.00244332 -0.000867462 -0.00222544 4.64585e-05 0.00277515 9.18194e-05 -4.16654e-05 0.00307535 -0.000130406 0.000463651 -4.84227e-05 0.00372822 -0.000471426 -0.000128908 -7.9727e-05 -0.000133282 -0.00228182 -0.00476219 -0.00131141
internal_weight=0 3098 3044 54 3022 196 103 80 93 64 2826 141 116 96 2685 84 57 2601 72 2529 51 2492 52 76 2440 2417 2395 113 81 55
internal_count=3121 3098 3044 54 3022 196 103 80 93 64 2826 141 116 96 2685 84 57 2601 72 2529 51 2492 52 76 2440 2417 2395 113 81 55
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=31
num_cat=0
split_feature=33 3 11 120 12 121 13 13 150 2 47 3 1 48 16 2 1348 16 11 40 1 1452 2 43 15 1 1 4 49 150
split_gain=0.0311826 0.087077 0.085462 0.0424929 0.0669261 0.0503829 0.0493778 0.170293 0.0723621 0.087743 0.0646299 0.0619321 0.214879 0.0850705 0.144753 0.20939 0.164986 0.123474 0.197529 0.103404 0.127467 0.0751735 0.0756273 0.168275 0.118621 0.278167 0.0784973 0.0802691 0.0962577 0.085293
threshold=0.078905000000000017 -0.0063699999999999989 -0.011194999999999998 0.093680000000000013 0.22926500000000002 -0.070209999999999981 -0.39067499999999994 -0.17933499999999997 0.094605000000000009 0.10045500000000002 0.13975500000000002 0.11924500000000002 0.11039500000000001 -0.032929999999999994 -0.015314999999999997 0.10444500000000002 1.0000000180025095e-35 -0.53943499999999989 0.076160000000000019 -0.085774999999999976 0.10557500000000002 0.11769000000000002 -0.013254999999999998 -0.084154999999999994 -0.098289999999999975 0.13471500000000003 0.13146500000000003 -0.52556499999999995 -0.14917999999999998 0.13251500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 8 -8 9 -7 11 13 -13 14 15 -9 -16 18 -15 20 -19 22 23 -21 25 -25 27 -24 -29 -30
right_child=1 -3 3 -5 -6 6 7 10 -10 -11 -12 12 -14 17 16 -17 -18 19 -20 21 -22 -23 26 24 -26 -27 -28 28 29 -31
leaf_value=-0.0065590153075754639 -0.0010754506245685854 0.0067487292289733882 -0.0046695819246056289 -0.0043796347433023835 0.0057967615174129607 0.00849679951183498 -0.0079566680515805888 -0.014599938010796905 -0.002345658958490406 0.0014625042144468697 0.0048034050036221748 -0.011648617265745998 0.0011570949001715666 0.011535361925295244 0.0048175643114611892 -0.0013904000058149299 -0.0043806970402678978 0.00093316784128546723 -0.001920789354480803 0.010562380437146534 -0.010097376523878087 0.00584903900390086 -0.0047474697067895364 -0.011272219684906305 0.0058478398043662312 0.0054061307688243691 -0.0043363621211383587 -0.0047172711399616676 0.00029141710865734823 -0.0058287581185931751
leaf_weight=20 33 25 23 22 20 25 27 20 28 61 28 20 38 24 39 30 39 20 20 22 22 23 34 20 25 20 41 40 2289 23
leaf_count=20 33 25 23 22 20 25 27 20 28 61 28 20 38 24 39 30 39 20 20 22 22 23 34 20 25 20 41 40 2289 23
internal_value=0 0.00229704 -4.3496e-05 -6.73046e-07 3.12161e-05 -7.20805e-06 2.88009e-05 -5.2439e-05 0.00206977 0.00350736 2.27863e-05 -2.48667e-05 -0.00325867 4.33123e-05 -0.00247401 -0.00667422 0.000218434 0.000166155 0.00541893 7.65383e-05 -0.00484474 0.00015801 0.000105944 0.00300283 0.000444219 -0.00293304 2.09998e-06 7.66503e-05 0.000146387 0.000230533
internal_weight=0 58 3063 3043 3021 3001 2978 2864 114 86 2837 2809 58 2751 128 50 78 2623 44 2579 42 2537 2514 87 65 40 2427 2386 2352 2312
internal_count=3121 58 3063 3043 3021 3001 2978 2864 114 86 2837 2809 58 2751 128 50 78 2623 44 2579 42 2537 2514 87 65 40 2427 2386 2352 2312
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=31
num_cat=0
split_feature=9 0 9 0 0 3 12 0 40 12 12 12 16 40 12 0 156 1177 150 1 48 1 0 0 4 4 159 43 51 51
split_gain=0.0341952 0.190088 0.0722559 0.0390731 0.0577303 0.0677017 0.0516923 0.132416 0.0938724 0.0567719 0.0818103 0.0645997 0.203237 0.155588 0.109328 0.0725062 0.0703777 0.0485895 0.0496989 0.0857878 0.0676507 0.0823085 0.0753734 0.165226 0.692494 0.145845 0.316713 0.167533 0.112824 0.178092
threshold=-0.085744999999999988 -0.055064999999999996 -0.013509999999999999 0.22582000000000002 0.14486500000000005 -0.066704999999999987 -0.11019 -0.14454499999999995 0.088160000000000016 -0.096104999999999982 -0.094384999999999983 -0.086254999999999984 -0.029084999999999996 -0.082074999999999995 -0.081419999999999979 0.12445000000000002 0.17654500000000004 -0.083709999999999993 -0.091839999999999991 0.11282000000000002 0.14174500000000004 0.14554000000000003 -0.14226499999999997 -0.10324499999999999 -0.018869999999999994 0.0082450000000000006 0.086495000000000016 0.05259500000000001 0.11444000000000001 0.090560000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -6 7 -4 -9 -8 -11 12 -12 -14 -13 16 17 -16 19 -19 21 22 28 24 -24 -26 27 -27 29 -20
right_child=2 -3 3 -5 5 -7 9 8 -10 10 11 14 13 -15 15 -17 -18 18 20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0018937544243979372 0.0044984315534950135 -0.010265451258164832 -0.0045713567826896912 -0.0041141978100590086 0.0079102255497127769 0.00023392596523518915 -0.0046656075382122296 0.0020273466047365219 0.010418075047200546 0.0063147774618119009 -0.0092185819356311715 0.0073429791978560401 0.0063580062352299981 -0.0053737940208520747 0.0042303066217125613 -0.0048862438889280442 0.0052588027156889447 0.0052887991144199903 0.0017753487496298789 -0.0024196446238254959 -0.0044865810247655541 0.004437598399220942 -0.018773206658661366 -0.00014527968419141921 -0.0075297002214938409 -0.0043931086332107084 0.012406378106679768 0.0060075235952224051 0.0081437891612396295 -0.0073485372059318866
leaf_weight=36 36 20 20 23 20 27 27 40 20 20 31 20 26 20 26 31 25 42 197 22 36 39 25 2121 24 59 20 21 23 24
leaf_count=36 36 20 20 23 20 27 27 40 20 20 31 20 26 20 26 31 25 42 197 22 36 39 25 2121 24 59 20 21 23 24
internal_value=0 -0.00244882 4.47419e-05 -8.1907e-06 2.32259e-05 0.00350044 -3.20053e-05 0.00247535 0.00482426 -0.000101678 -5.84714e-05 -0.00010348 -0.00296031 0.00125722 -2.36342e-05 -7.75034e-05 -2.23736e-05 -7.16567e-05 -0.000113817 0.00263902 -0.000181867 -0.000121166 -0.000191887 -0.000371405 -0.00359027 -0.000529199 0.00115092 -0.00166294 0.00147822 0.00078452
internal_weight=0 56 3065 3029 3006 47 2959 80 60 2879 2852 2832 77 46 2755 2735 2704 2679 2653 64 2589 2553 2514 2270 149 124 100 80 244 221
internal_count=3121 56 3065 3029 3006 47 2959 80 60 2879 2852 2832 77 46 2755 2735 2704 2679 2653 64 2589 2553 2514 2270 149 124 100 80 244 221
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=31
num_cat=0
split_feature=39 43 132 132 480 479 43 15 132 1203 400 132 13 1204 403 399 150 150 4 157 151 16 16 4 15 150 49 16 13 43
split_gain=0.0306635 0.0366257 0.0735292 0.0642167 0.048963 0.0493392 0.0458769 0.106053 0.0547693 0.192752 0.0940973 0.121625 0.102227 0.0646726 0.0749003 0.0617627 0.0483084 0.220474 0.124447 0.100529 0.146722 0.105334 0.120329 0.1047 0.228142 0.119485 0.263683 0.178194 0.0973329 0.0952369
threshold=0.16946000000000003 0.51852500000000012 -0.43443999999999999 -0.26631499999999991 0.12106000000000001 0.10061500000000002 0.28064000000000006 -0.07490999999999999 -0.083919999999999981 0.086085000000000009 -0.082339999999999983 -0.012329999999999999 -0.0065549999999999992 -0.085719999999999977 -0.084674999999999986 -0.068639999999999993 0.083095000000000016 0.084335000000000007 -0.55119499999999988 -0.087424999999999989 -0.27559499999999998 -0.0034149999999999996 0.051380000000000002 0.41257000000000005 -0.096999999999999989 0.11386500000000001 -0.080859999999999987 -0.06421499999999998 -0.078944999999999987 -0.084794999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -8 9 13 11 -10 -13 -5 -15 -12 18 -18 -17 -19 -21 23 28 24 -22 26 29 -28 -23 -26
right_child=-2 -3 3 4 -6 -7 7 -9 10 -11 15 12 -14 14 -16 16 17 19 -20 20 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0056381530715557543 -0.0036378159511672413 0.0036940030581145374 0.005301265511661768 -0.0037631941693169733 0.0041595716212343963 -0.0038293695214259276 -0.0077307935878634451 0.00061272207784872411 -0.0095994039570264852 0.010865443740927037 0.0043028262772542595 0.0047051498037762943 -0.0046555671766067728 -0.0008298520156106836 0.0062555876895785331 -0.0070412269184509145 0.011265988394152375 -0.0060684391038111326 -8.320759566374247e-05 0.0084469847643049434 -0.010523235246849557 0.0022661969321779904 -0.0014376127770027291 0.0048947305088081674 -0.0080896231124088884 -0.0033709454965183366 0.013006471872329712 0.0018138100640058066 0.012013784097854072 -8.8072884097403176e-05
leaf_weight=23 23 27 23 28 28 34 25 39 23 21 34 20 28 37 25 26 20 22 2263 24 24 20 26 31 21 76 25 33 21 51
leaf_count=23 23 27 23 28 28 34 25 39 23 21 34 20 28 37 25 26 20 22 2263 24 24 20 26 31 21 76 25 33 21 51
internal_value=0 2.70077e-05 -5.23227e-06 3.72734e-05 -2.75037e-06 -4.16376e-05 1.82608e-06 -0.00264646 6.02913e-05 0.00223865 -2.64368e-05 -0.00362027 -0.000755268 0.00022573 0.00202718 6.74764e-05 1.38045e-05 0.00103657 -0.000162241 0.000489541 0.000899415 0.000347153 0.00388411 -0.000560801 -0.00129611 -0.000221107 0.00162034 0.00663823 0.00725886 -0.00242186
internal_weight=0 3098 3071 3048 3025 2997 2963 64 2899 111 2788 71 48 90 62 2717 2683 394 2289 374 352 328 67 261 230 206 130 58 41 72
internal_count=3121 3098 3071 3048 3025 2997 2963 64 2899 111 2788 71 48 90 62 2717 2683 394 2289 374 352 328 67 261 230 206 130 58 41 72
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=31
num_cat=0
split_feature=471 0 2 13 13 155 12 16 402 44 1429 146 48 0 1348 48 1 8 154 475 12 147 40 0 3 15 13 3 150 0
split_gain=0.0306288 0.038424 0.494733 0.228188 0.102455 0.0779758 0.0683499 0.0921967 0.0723561 0.039337 0.0540887 0.053275 0.0546276 0.0716474 0.0808481 0.0845766 0.0661707 0.0803112 0.0750542 0.080669 0.177648 0.0657483 0.0775323 0.0810766 0.0787658 0.340195 0.106254 0.124819 0.0790065 0.0726136
threshold=0.10693500000000002 0.12445000000000002 0.11018500000000002 0.095710000000000017 -1.0000000180025095e-35 0.14485500000000004 -0.12529499999999996 -0.45661999999999997 0.086855000000000016 0.10049500000000001 -0.15673999999999996 0.084720000000000004 -0.091869999999999993 -0.26343999999999995 0.091105000000000005 -0.086869999999999989 0.14804000000000003 0.091215000000000004 0.084190000000000001 0.016915000000000003 0.092355000000000007 0.092070000000000013 -0.085774999999999976 -0.10474999999999998 0.11658 -0.074054999999999996 -0.17933499999999997 0.10542000000000001 0.088040000000000021 -0.076579999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 7 -1 -9 10 -8 12 -12 -14 15 -15 17 18 19 21 -21 22 23 -17 26 28 -24 29 -26 -28
right_child=-2 2 -4 -5 -6 -7 9 8 -10 -11 11 -13 13 14 -16 16 -18 -19 -20 20 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0014967758839409199 0.0038061810923474175 0.0023634195620460172 -0.013572993488223465 0.011343302172608675 -0.0062283649716688245 0.0052925784041040714 0.0043968951381329032 0.0084633307557763354 0.0008609658861089321 -0.0042099171034667799 -0.0044603998644341687 0.00432061899595687 0.0050285914861079722 0.0060748839367244564 -0.0063289806202408818 0.00043595818721729778 0.0039929835468922792 -0.0065226044482551513 0.0059408837510272865 0.00054198999070759972 -0.011223497581002969 0.005194572110295944 -0.0069085995603183461 -0.0075143966299947356 -0.0019128939066308016 -0.012122576710368906 0.00034472540381314079 0.0071018464160151791 0.0055398905575275428 -0.00088747638269831759
leaf_weight=31 21 35 27 20 23 28 27 31 21 23 29 27 27 22 21 23 38 20 20 33 21 23 22 29 33 28 1703 25 25 665
leaf_count=31 21 35 27 20 23 28 27 31 21 23 29 27 27 22 21 23 38 20 20 33 21 23 22 29 33 28 1703 25 25 665
internal_value=0 -2.57838e-05 -0.00190607 0.00213248 -0.00104367 4.01361e-05 -9.43191e-06 0.0028198 0.00539314 -9.08557e-05 -5.7742e-05 -0.000100182 -0.000142705 -9.76318e-05 -0.000147944 -0.000100397 -0.000150566 -0.000209538 -0.000161892 -0.000208301 -0.00403348 -0.000128115 -0.000176067 -0.00399789 -9.66045e-05 -0.00307047 9.29712e-06 7.28967e-05 0.00129951 -1.31099e-06
internal_weight=0 3100 105 78 58 2995 2967 83 52 2884 2861 2834 2807 2778 2751 2730 2708 2670 2650 2630 54 2576 2553 52 2501 86 2415 2393 58 2368
internal_count=3121 3100 105 78 58 2995 2967 83 52 2884 2861 2834 2807 2778 2751 2730 2708 2670 2650 2630 54 2576 2553 52 2501 86 2415 2393 58 2368
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=31
num_cat=0
split_feature=473 156 155 11 43 3 2 13 41 129 12 14 12 41 41 15 129 129 1 0 47 9 16 15 132 3 4 3 3 3
split_gain=0.0324448 0.0449235 0.0768832 0.0453688 0.106823 0.0911793 0.130391 0.119974 0.142561 0.0547901 0.064205 0.0530835 0.242044 0.0735243 0.13627 0.0741904 0.068289 0.071196 0.0667043 0.184101 0.0902864 0.0910721 0.0719453 0.0649195 0.129528 0.124368 0.188294 0.142903 0.233687 0.293068
threshold=-0.07576999999999999 0.14401500000000003 0.12509500000000004 0.079915000000000014 0.084740000000000024 -0.14477499999999996 0.08622500000000001 0.095710000000000017 0.081235000000000016 0.10698500000000001 0.090840000000000018 0.078235000000000013 0.079890000000000017 0.07831500000000001 0.083035000000000012 -0.10091499999999999 0.10327000000000001 0.097955000000000014 0.14699000000000004 -0.019414999999999998 0.13760500000000001 0.092235000000000011 -0.40995499999999996 0.085935000000000025 0.13831000000000002 -0.092644999999999991 -0.086574999999999985 -0.087319999999999995 -0.086049999999999988 -0.085274999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 6 -5 8 -8 11 -11 13 -13 16 -15 -16 17 18 20 22 21 23 -20 -2 25 26 -25 -27 -29 -30
right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 -12 12 -14 14 15 -17 -18 -19 19 -21 -22 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=0.0037419888474371126 -0.00058380943993368922 -0.0033573259803961267 0.0051402256808018888 0.0070352434783919962 0.0079223423467382134 -0.0048999179117381574 -0.0080192042381635725 0.0054724407925159152 0.0026061153909920352 -0.00068169225286692382 0.0062336292599552666 0.0015089871080004071 -0.012082109889015556 0.0097957070695147627 -0.0037032888820394878 0.0036184975407987591 -0.0055184035367953285 0.0050470629348777808 -0.0043612709362059838 -0.010160814270377161 0.0062537257305600438 0.0055966195296841097 0.0033316342610745665 0.00079412793802132592 -0.0074286772427149123 -0.0036373990594988645 0.010708344208542258 0.0082983583289509017 -0.010518579856337359 0.00077833344086780264
leaf_weight=23 1730 40 29 33 23 25 28 23 23 25 29 38 20 21 25 31 24 26 20 25 22 27 31 53 20 82 30 39 24 532
leaf_count=23 1730 40 29 33 23 25 28 23 23 25 29 38 20 21 25 31 24 26 20 25 22 27 31 53 20 82 30 39 24 532
internal_value=0 -2.7781e-05 1.57709e-05 -3.32912e-05 0.00163321 0.00053738 0.00180778 -0.000523391 -0.00322739 -0.000123169 0.00303209 -0.000183589 -0.0031776 -0.000120717 0.00292599 0.000349843 -0.00020809 -0.000160195 -0.000211576 -0.00313112 -0.000124868 -0.000180181 0.000314809 -0.000242322 0.00051508 0.000724126 0.00437758 0.000276214 0.000815569 0.000290697
internal_weight=0 3098 3058 3029 155 132 107 74 51 2874 54 2820 58 2762 77 56 2685 2661 2635 76 2559 2537 51 2510 780 760 83 677 595 556
internal_count=3121 3098 3058 3029 155 132 107 74 51 2874 54 2820 58 2762 77 56 2685 2661 2635 76 2559 2537 51 2510 780 760 83 677 595 556
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=31
num_cat=0
split_feature=45 9 0 11 9 33 41 40 12 47 1 2 0 455 42 3 13 13 41 13 43 13 402 13 43 402 1209 42 2 8
split_gain=0.0318169 0.0323467 0.131943 0.127248 0.0552616 0.0408957 0.0390128 0.105669 0.161726 0.0504628 0.0512133 0.168316 0.112035 0.0488915 0.0795209 0.0633834 0.078127 0.110349 0.103743 0.156824 0.129598 0.122682 0.113951 0.106773 0.0844124 0.0827645 0.114476 0.11114 0.0739988 0.0716239
threshold=-0.067109999999999989 -0.085744999999999988 -0.055064999999999996 -0.014494999999999999 -0.013509999999999999 0.085305000000000006 0.086565000000000017 -0.0089699999999999988 0.086915000000000006 0.14174500000000004 0.13968000000000003 0.14838000000000004 -0.071719999999999992 0.088555000000000009 0.08426500000000002 0.32202000000000003 -0.23438999999999996 -0.15714499999999998 0.079395000000000007 -0.097224999999999992 0.10366000000000002 -0.093219999999999983 0.083170000000000008 -0.092534999999999992 1.0000000180025095e-35 0.2506000000000001 -0.084629999999999997 0.088575000000000015 0.10045500000000002 0.084655000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 9 -8 -9 10 13 -12 -13 15 -15 16 28 -18 19 20 24 22 -21 -23 -19 26 27 -25 -6 -28
right_child=1 3 -4 4 5 -7 7 8 -10 -11 11 12 -14 14 -16 -17 17 18 -20 21 -22 23 -24 25 -26 -27 29 -29 -30 -31
leaf_value=-0.0038792983451414673 0.0013252419165967564 0.0080199195933528238 -0.0088565612258389593 0.0039676146395504477 0.007951293884120374 -0.0039033621273658892 -0.0028571482581485597 0.011589316420611881 0.00042782498879686881 -0.0047207223737369417 0.0083627405188356832 -0.0066414047209989464 0.0033601428435455698 0.0078863167250528936 -0.00050089975210049979 -0.0054876554461026732 -0.006939294957555831 0.0040757913179354883 -0.0066719186843935564 -0.0091934833177847088 -0.0011054006122955772 0.007167805507779121 -0.00040275781104962032 -8.0241014868740672e-05 0.012000094460090623 -0.0057805783240697708 -0.00015020783626567183 0.0099714634913570174 0.0010709375858789793 -0.0060166000255516602
leaf_weight=21 35 20 20 35 22 27 28 21 34 23 30 21 24 20 26 22 24 41 24 29 33 20 30 22 20 26 2326 22 54 21
leaf_count=21 35 20 20 35 22 27 28 21 34 23 30 21 24 20 26 22 24 41 24 29 33 20 30 22 20 26 2326 22 54 21
internal_value=0 2.62791e-05 -0.00237723 6.96923e-05 1.71288e-05 -2.91144e-05 6.18929e-06 0.00214363 0.00468949 -5.54107e-05 -1.7853e-05 0.00256075 -0.00130725 -8.73696e-05 0.00314572 -0.000141727 -9.83923e-05 -0.00018946 -0.000127488 -6.68443e-05 0.00394288 -0.000217852 -0.00472362 -0.000108767 0.00667392 -0.000168978 -0.000107957 0.00494561 0.00306262 -0.000202698
internal_weight=0 3100 55 3045 3025 2990 2963 83 55 2880 2857 75 45 2782 46 2736 2714 2638 2614 2590 94 2496 59 2437 61 2417 2391 44 76 2347
internal_count=3121 3100 55 3045 3025 2990 2963 83 55 2880 2857 75 45 2782 46 2736 2714 2638 2614 2590 94 2496 59 2437 61 2417 2391 44 76 2347
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=31
num_cat=0
split_feature=97 123 454 104 11 0 0 52 11 0 1429 11 15 52 157 2 14 2 14 148 16 13 3 40 43 159 150 2 12 13
split_gain=0.0321086 0.0353203 0.0440703 0.0417866 0.113134 0.040641 0.0517567 0.0539002 0.0464783 0.102373 0.101905 0.0952377 0.12602 0.110126 0.110553 0.0900696 0.0681014 0.252849 0.07936 0.0698106 0.0635694 0.069144 0.608517 0.0976419 0.175442 0.0765165 0.0860165 0.0930159 0.0854587 0.0678209
threshold=-0.086244999999999988 -0.088149999999999992 0.088225000000000012 0.083745000000000014 -0.014494999999999999 0.22582000000000002 0.14486500000000005 0.098380000000000009 0.079915000000000014 0.10455500000000001 -0.0091699999999999993 0.086080000000000018 -0.14601999999999996 -0.046924999999999988 0.10119000000000002 0.086285000000000014 0.078235000000000013 0.087955000000000019 1.0000000180025095e-35 0.093475000000000016 -0.54656499999999986 -0.117405 -0.073309999999999986 -0.08440499999999998 -0.12152999999999999 0.10497500000000001 0.08926000000000002 0.10045500000000002 -0.040564999999999997 -0.10278499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 -8 9 16 -10 15 -13 14 -14 -12 18 -18 19 20 -6 22 -22 24 -23 26 27 -24 -29 -25
right_child=1 2 -4 -5 5 -7 7 -9 10 -11 11 12 13 -15 -16 -17 17 -19 -20 -21 21 23 25 29 -26 -27 -28 28 -30 -31
leaf_value=0.0034335423329914061 -0.0040225227879339158 -0.0075688941311091197 0.0038784755213218261 0.0039534535832129996 0.0042071598355063805 -0.0044064694039878394 0.00038574459634859256 0.0072350613493472344 -0.0038665863825008274 -0.0071042099701506753 0.011279117284575478 0.0051501140112011901 0.005806781371812458 -0.0074942001662945948 -0.004359010579064489 0.0026715931302357106 -0.0095441698156777891 0.0041276160026124369 0.0059578553519465706 -0.0056827764005654242 -0.018412059731781484 0.0013571293689892629 0.0045071709545000515 0.0049582756895186573 -0.0091984328299370265 0.0048173039316617219 -0.0067129367430295269 0.0016635806792432311 -0.0062981839220111191 9.2388390336266534e-05
leaf_weight=27 22 20 29 26 35 21 27 20 30 21 20 41 23 23 20 31 31 24 22 22 20 32 34 29 31 29 21 28 26 2336
leaf_count=27 22 20 29 26 35 21 27 20 30 21 20 41 23 23 20 31 31 24 22 22 20 32 34 29 31 29 21 28 26 2336
internal_value=0 -2.99631e-05 -1.3705e-06 -3.83457e-05 -7.27464e-05 -2.2722e-05 8.21169e-06 0.00330035 -4.46153e-05 -0.000148941 0.00147643 0.00249092 0.000795924 -0.00190895 0.00107851 0.00604709 -9.52419e-05 -0.0035783 -2.33589e-05 -7.31458e-05 -2.606e-05 -8.33541e-05 -0.00211038 4.85527e-05 -0.00383688 0.000252184 -0.000962389 0.000409901 -0.00216986 0.000152055
internal_weight=0 3094 3072 3043 3017 2997 2976 47 2929 2741 188 158 107 66 43 51 2720 55 2665 2643 2621 2586 158 2428 63 138 109 88 54 2365
internal_count=3121 3094 3072 3043 3017 2997 2976 47 2929 2741 188 158 107 66 43 51 2720 55 2665 2643 2621 2586 158 2428 63 138 109 88 54 2365
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=31
num_cat=0
split_feature=1426 49 150 16 13 3 43 15 39 40 43 150 156 49 15 3 133 2 16 13 0 151 1373 456 12 457 52 148 150 12
split_gain=0.0338772 0.0342546 0.11675 0.124285 0.183464 0.154139 0.108982 0.1284 0.106265 0.140906 0.110301 0.168472 0.155245 0.082484 0.147097 0.119904 0.155114 0.139987 0.237231 0.133229 0.117755 0.0989561 0.0856445 0.155848 0.082364 0.0671167 0.164264 0.137272 0.148815 0.084671
threshold=-0.10090499999999998 -0.069799999999999987 0.083095000000000016 1.0000000180025095e-35 -0.011914999999999999 -0.091354999999999978 -0.08076499999999999 0.15614500000000003 0.085855000000000015 -0.08292999999999999 -0.081154999999999991 0.095275000000000012 0.087400000000000019 -0.008964999999999999 -0.0072999999999999992 -0.13309499999999996 0.087625000000000022 0.10444500000000002 -0.040964999999999994 -0.082759999999999986 -0.24955499999999997 -0.039414999999999999 0.08789000000000001 0.088285000000000016 0.086700000000000013 0.062030000000000009 -0.026204999999999996 -0.0084749999999999982 0.096430000000000002 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 -5 -4 7 -2 10 -10 12 -12 -7 14 15 -3 17 18 -17 -20 -15 -19 23 25 -25 27 -27 -22 29 -29
right_child=1 13 3 4 -6 8 -8 -9 9 -11 11 -13 -14 20 -16 16 -18 21 19 -21 22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0040029331066069153 -0.011363114562949965 0.0035721232364885509 -0.0068875344681807553 0.0011147522869018407 0.013681650002087868 0.012526908767624544 0.0013041200768067179 -0.00016743944725021722 -0.0075240122721247056 0.0039527529384940866 -0.0034726488378805085 0.0066115242025504509 0.00096680688716116415 0.0063665874173928954 0.0039192914182471263 -0.014207190246970364 0.0022834875785252627 -0.0047961451991189591 -0.0081519439206081071 0.00045462776041988817 0.0082304174429737031 0.004728022245690227 -0.0061164818410559194 0.010698299417272211 0.0018314977462234147 0.0023204684922737734 -0.010044241503981706 -0.0012589826280942039 0.0085009072069078678 0.00016435565842615649
leaf_weight=21 21 25 22 26 21 26 43 20 23 20 37 30 21 29 37 33 34 24 37 35 20 20 23 20 22 21 22 542 20 1826
leaf_count=21 21 25 22 26 21 26 43 20 23 20 37 30 21 29 37 33 34 24 37 35 20 20 23 20 22 21 22 542 20 1826
internal_value=0 -2.71166e-05 0.000970124 0.00215325 0.00672975 0.000951605 -0.00221306 -0.00590181 0.00205008 -0.00218598 0.0036479 0.00104265 0.00736176 -0.000137921 -0.00189036 -0.00292381 -0.00381123 -0.00520197 -0.00718616 -0.00396819 3.07814e-05 -0.000466978 -4.22465e-05 1.37933e-05 0.00605378 -8.97071e-05 -0.00400566 -1.97793e-05 -8.88765e-05 -0.000161425
internal_weight=0 3100 310 226 47 179 84 41 157 43 114 67 47 2790 245 208 183 149 105 72 2545 44 2516 2493 42 2451 43 2408 2388 2368
internal_count=3121 3100 310 226 47 179 84 41 157 43 114 67 47 2790 245 208 183 149 105 72 2545 44 2516 2493 42 2451 43 2408 2388 2368
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=31
num_cat=0
split_feature=45 454 150 2 1 49 148 0 0 148 1374 0 13 2 0 15 3 15 4 3 48 3 0 2 41 12 9 1 11 124
split_gain=0.032793 0.0313995 0.0385073 0.0763386 0.0912577 0.0768277 0.0689354 0.0599584 0.101816 0.0668114 0.0575531 0.0881568 0.0727083 0.247332 0.0638617 0.211147 0.31747 0.527677 1.01688 0.133267 0.128873 0.175406 0.105758 0.102934 0.098302 0.0837099 0.0808485 0.192208 0.122523 0.114411
threshold=-0.067109999999999989 0.093465000000000006 -0.013494999999999998 0.089605000000000018 0.099660000000000012 -0.0043999999999999985 -0.095079999999999984 -0.26343999999999995 -0.23194499999999998 1.0000000180025095e-35 -0.24112999999999998 -0.17169499999999996 -0.061684999999999997 0.09678500000000001 -0.10474999999999998 -0.13578499999999996 -0.12018999999999998 -0.015039999999999998 0.0082450000000000006 -0.079724999999999976 0.091220000000000009 -0.0037349999999999996 -0.15090499999999998 0.11018500000000002 0.079395000000000007 0.086095000000000019 -0.085744999999999988 0.10956 -1.0000000180025095e-35 -0.087394999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -4 -8 -9 10 -10 12 -12 -14 15 22 24 19 -19 -18 21 -21 -13 -24 25 -17 27 -16 -28 -30
right_child=1 -3 6 4 -6 -7 7 8 9 -11 11 14 13 -15 26 16 17 18 -20 20 -22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0039383542990045891 0.002655413143265133 -0.0039228094261488881 -0.0044262355087058888 0.0092597243821491374 0.001151031161924558 -0.0053739565382288261 0.0048190003063959576 -0.0064910093933576718 -0.0043478624522686011 0.0058090474084019662 -0.00014122906825779117 -0.0025371835098970527 -0.00064505387842655191 0.014274679385125638 0.0030096642347052695 0.010600411752820947 -0.008529100833799352 -0.031225691698491577 -0.0026497471654279669 -0.00084092804851631326 -0.0071122061088681222 0.0099728403886547318 0.0020625764917996197 0.01074481469325044 -0.0016517382283727157 0.001661457728319378 0.0080090820370242004 -0.010394546231659859 0.0055206702132589922 5.923266600498424e-05
leaf_weight=21 26 20 35 23 35 22 26 24 30 20 34 24 25 20 20 20 22 20 33 60 20 20 36 22 29 22 20 23 39 2330
leaf_count=21 26 20 35 23 35 22 26 24 30 20 34 24 25 20 20 20 22 20 33 60 20 20 36 22 29 22 20 23 39 2330
internal_value=0 2.66792e-05 5.23252e-05 0.00192522 0.00436655 -0.00102471 -1.4429e-05 3.81104e-05 -4.56149e-06 4.93238e-05 9.17241e-06 5.52136e-05 0.00334893 0.00598594 -3.9063e-05 -0.00134888 -0.00281373 -0.00510194 -0.0134331 -0.00148265 6.757e-05 0.00186251 0.00304569 0.00535584 0.0028262 0.0059181 0.00013759 -0.00416003 0.000214943 0.000149142
internal_weight=0 3100 3080 106 58 48 2974 2939 2913 2889 2869 2839 79 45 2760 328 246 175 53 122 100 80 82 58 71 42 2432 43 2389 2369
internal_count=3121 3100 3080 106 58 48 2974 2939 2913 2889 2869 2839 79 45 2760 328 246 175 53 122 100 80 82 58 71 42 2432 43 2389 2369
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=31
num_cat=0
split_feature=13 50 4 52 1210 403 4 42 16 1447 160 43 12 4 403 52 43 403 1455 4 131 1455 159 52 13 13 131 9 42 42
split_gain=0.0327594 0.096837 0.146725 0.160201 0.0845908 0.251574 0.0825436 0.397147 0.165368 0.161162 0.194958 0.235941 0.190387 0.0926974 0.173977 0.0899081 0.15281 0.134358 0.0788341 0.122325 0.0957305 0.0752951 0.0803804 0.156184 0.0764803 0.0751075 0.07714 0.0871703 0.108392 0.219824
threshold=-0.066634999999999986 0.14101500000000003 -0.17966999999999997 0.084505000000000011 -0.08126499999999999 -0.0051499999999999992 -0.077679999999999985 0.083595000000000017 -0.092804999999999985 -0.086059999999999984 -0.015149999999999999 -0.022084999999999997 0.084735000000000019 -0.070499999999999993 -0.083919999999999981 0.008405000000000001 0.0034250000000000005 -1.0000000180025095e-35 -0.088559999999999986 -0.013514999999999998 0.11088500000000003 0.11653000000000001 -0.26157999999999998 0.31359500000000001 0.054800000000000008 -0.52014499999999986 0.10370500000000001 -0.090799999999999978 0.083235000000000017 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 -6 -9 -10 12 -12 -11 15 -15 16 -8 -17 19 -16 25 22 24 -24 -2 -20 27 -27 -29 -30
right_child=21 -3 4 -5 6 -7 13 8 9 10 11 -13 -14 14 18 17 -18 -19 20 -21 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=0.00023102004250342197 0.0065803649073297339 -0.0063993778700629882 0.01029709792326622 0.012441863634047055 -0.012531389161173641 -0.0042815460730707853 -0.0058385737062919708 0.0061184020250544162 0.0069338700822776274 -0.014980767738251461 0.0095719997968990375 -0.0023360945772958187 -0.0013479244202608243 -0.0082005779724568136 -0.0088021814276504785 0.01281378626357764 0.0059599955525735156 0.0019117156509310008 -0.0042385034541825226 0.0013030151017010211 0.0065989445138117083 -0.0061173366382718088 -0.00021431548540994271 -0.0071673423559828241 -0.00093150164365120563 -0.005593871236557052 -0.0050966546263383787 0.0036474318046588457 -0.0089518480022282645 0.00078127179432755972
leaf_weight=22 33 21 29 21 29 20 21 36 21 21 20 99 20 24 23 20 23 26 33 25 26 22 1537 33 23 21 23 125 24 700
leaf_count=22 33 21 29 21 29 20 21 36 21 21 20 99 20 24 23 20 23 26 33 25 26 22 1537 33 23 21 23 125 24 700
internal_value=0 0.000342688 0.000440197 0.00619446 0.000264588 0.00434663 0.000117514 -0.00154034 -7.14942e-05 -0.00130263 -0.00238367 -0.000334734 -0.0083306 0.000483612 0.000213178 0.00356056 0.00032886 0.00665175 0.000415108 -0.00353906 0.000614477 -0.000306298 -0.000227674 -0.000360462 0.00349513 0.000446447 0.000619575 0.000770694 0.000928121 0.000458627
internal_weight=0 1473 1452 43 1409 49 1360 246 217 181 160 119 41 1114 1024 90 44 46 1000 48 952 1648 1626 1570 56 926 893 870 849 724
internal_count=3121 1473 1452 43 1409 49 1360 246 217 181 160 119 41 1114 1024 90 44 46 1000 48 952 1648 1626 1570 56 926 893 870 849 724
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=31
num_cat=0
split_feature=481 1212 481 480 0 4 160 11 13 15 12 157 11 15 0 474 15 16 1456 1375 480 483 484 4 4 483 16 51 151 4
split_gain=0.0309228 0.158601 0.287333 0.324042 0.115468 0.170333 0.0718102 0.0644451 0.155804 0.206664 0.143403 0.110621 0.130672 0.139417 0.0661188 0.0495588 0.0807865 0.185453 0.0503595 0.0584033 0.0664455 0.182431 0.0536994 0.204251 0.362386 0.252632 0.133472 0.108965 0.158493 0.0976763
threshold=-0.082304999999999989 0.087615000000000012 -0.087424999999999989 0.087510000000000018 -0.082844999999999988 -0.025314999999999994 -0.55045999999999984 0.077290000000000011 0.10002500000000002 0.040760000000000005 0.086345000000000019 -0.0021849999999999994 0.08740500000000001 -0.097454999999999986 0.010870000000000003 -0.084054999999999977 -0.052074999999999989 0.41088500000000006 0.083250000000000018 0.083715000000000026 0.08610000000000001 0.098395000000000024 -0.020124999999999994 -0.065794999999999979 -0.017809999999999996 -0.070279999999999981 -0.069144999999999984 -0.012244999999999997 -0.063609999999999986 0.057560000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -2 15 9 10 -9 -12 -13 -14 -10 16 -8 -18 22 20 -20 -22 23 25 -25 -17 29 -28 -29 -26
right_child=6 -3 3 -5 -6 -7 7 8 14 -11 11 12 13 -15 -16 18 17 -19 19 -21 21 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=-0.0099940825091755919 -0.0047133167415405767 -0.0067941399025065567 0.017783704579977151 0.0011431249901652336 0.004026847625417369 0.00080598011030815538 -0.0025891314842738213 -0.0057893369203236003 0.0001492129112766297 0.010238595709035342 0.0084440149108154904 0.0079596521070925529 0.003778067631302057 -0.0061269064371784528 -0.0071470684533857789 -0.0010269769520329481 -0.0012029227123341779 0.012102076932787895 0.00084099401382432468 -0.0061590599004245766 -0.011034973816713319 0.0024717382807284594 -0.00025426992621725421 -0.012246910738758743 0.009607925003877393 0.013292882604790585 0.0040552064042108571 0.0020928700899948247 -0.0093031448024423584 0.0013808403449553637
leaf_weight=23 33 21 22 25 35 40 20 23 27 33 27 20 27 30 23 22 22 20 69 28 20 20 2308 22 27 28 26 23 26 31
leaf_count=23 33 21 22 25 35 40 20 23 27 33 27 20 27 30 23 22 22 20 69 28 20 20 2308 22 27 28 26 23 26 31
internal_value=0 0.00132806 0.00250438 0.00893233 -0.000578419 -0.0031369 -7.4605e-05 -2.2217e-05 0.00166546 0.00318813 0.00135612 0.00293637 0.00100511 -0.00143508 -0.00320708 -0.0001529 0.00264185 0.00513279 -0.000218287 -0.00208533 -0.00103886 -0.00428162 -0.000116502 0.00143456 -0.000358209 0.00699214 0.00160834 -0.00117747 -0.00395399 0.00521069
internal_weight=0 166 145 47 98 63 2955 2922 210 160 127 104 77 57 50 2712 62 42 2650 137 109 40 2513 205 155 50 133 75 49 58
internal_count=3121 166 145 47 98 63 2955 2922 210 160 127 104 77 57 50 2712 62 42 2650 137 109 40 2513 205 155 50 133 75 49 58
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=31
num_cat=0
split_feature=376 1 1 52 43 48 44 484 42 1456 158 12 16 1452 43 481 484 0 133 51 52 152 40 43 2 16 12 3 11 14
split_gain=0.030477 0.10609 0.110653 0.101999 0.0951866 0.0872684 0.058104 0.0472757 0.0994707 0.0526688 0.121718 0.098477 0.289181 0.0961761 0.196476 0.0839813 0.190117 0.467969 0.194517 0.0766695 0.084843 0.0746083 0.0626215 0.0611036 0.198861 0.273655 0.236599 0.270978 0.0868839 0.169203
threshold=0.049360000000000008 0.10557500000000002 0.11212500000000002 0.048520000000000008 -0.08076499999999999 0.085325000000000012 0.10049500000000001 0.25819500000000006 0.085935000000000025 -0.090954999999999994 -0.47336999999999996 0.083785000000000012 -0.020119999999999996 0.096800000000000011 -0.067199999999999996 -0.081834999999999977 -0.081614999999999979 -0.084044999999999995 0.087575000000000014 -0.43587999999999999 -0.10286999999999999 0.083250000000000018 -0.23755499999999996 -0.15879999999999997 0.10097500000000002 -0.015314999999999997 0.085565000000000016 -0.14477499999999996 1.0000000180025095e-35 0.062655000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 5 -4 -2 7 9 -9 11 -11 -1 -13 15 -15 16 18 -18 -12 20 -17 22 -21 24 26 -26 -24 -28 29 -25
right_child=1 2 4 -5 -6 -7 -8 8 -10 10 13 12 -14 14 -16 19 17 -19 -20 21 -22 -23 23 28 25 -27 27 -29 -30 -31
leaf_value=0.0033789449792710094 0.01159548346574108 -0.0065710045900195845 0.0070054840529337531 -0.0017637804173864424 -0.0012057200074195862 0.0031309152776696561 -0.0048738956648157914 0.0080289315897971395 -0.0011073628727060099 0.0073986603465693249 0.0025908509255636353 0.0019314518649921272 -0.011634101066738367 0.00170341201803901 -0.011991304564289748 0.0088061462249606846 0.019090731842443351 -0.0020444868386469105 -0.0078416513046249744 0.0046481166862779198 0.00033987990484155462 -0.0054267039433330798 0.0082751667609305257 -0.00013358866230103362 0.00095943467408094721 -0.013646870055075351 -0.011939894672567872 0.00052731431323558187 0.0021225252065478878 -0.008757108190785283
leaf_weight=21 21 25 20 20 48 29 25 22 26 22 70 33 30 22 20 20 20 22 24 27 29 27 28 2119 23 29 22 84 170 23
leaf_count=21 21 25 20 20 48 29 25 22 26 22 70 33 30 22 20 20 20 22 24 27 29 27 28 2119 23 29 22 84 170 23
internal_value=0 0.0013312 -0.00088215 0.0042718 0.00120934 0.00668603 -7.33557e-05 -3.24373e-05 0.00308011 -8.42231e-05 -1.02308e-05 -0.00255152 -0.00452834 -6.88834e-05 -0.00481788 3.99124e-06 0.00242644 0.0080199 -7.27667e-05 -0.000122673 0.0037955 -0.000197904 -0.000141992 -0.000193767 -0.00193748 -0.00718639 9.94133e-05 -0.00206022 -5.34855e-05 -0.000226185
internal_weight=0 163 93 70 68 50 2958 2933 48 2885 2801 84 63 2779 42 2737 136 42 94 2601 49 2552 2525 2498 186 52 134 106 2312 2142
internal_count=3121 163 93 70 68 50 2958 2933 48 2885 2801 84 63 2779 42 2737 136 42 94 2601 49 2552 2525 2498 186 52 134 106 2312 2142
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=31
num_cat=0
split_feature=1453 52 49 52 1455 160 1447 1447 1447 1447 0 473 50 403 3 16 1210 1208 403 1210 1210 43 4 1424 130 150 1429 2 160 3
split_gain=0.0304029 0.0307398 0.0581128 0.0438837 0.148679 0.0809033 0.0477266 0.213233 0.202397 0.0934406 0.0534385 0.0523775 0.0449541 0.0418229 0.235535 0.209131 0.0587271 0.0626109 0.077301 0.0597306 0.0539731 0.0481133 0.0483348 0.057715 0.0502091 0.0699367 0.0533828 0.0799402 0.0921383 0.075759
threshold=-0.095239999999999991 0.51775000000000004 0.093350000000000002 0.51307000000000014 0.10994000000000001 -0.55045999999999984 -0.085684999999999997 -0.086304999999999979 -0.084549999999999986 -0.083354999999999985 -0.084384999999999988 0.077695000000000014 0.096010000000000012 -0.5341999999999999 -0.081054999999999974 -0.078464999999999993 -0.15347999999999998 0.106285 -0.51385999999999987 -0.091799999999999979 -0.083289999999999989 -0.53814999999999991 -0.52556499999999995 0.091770000000000004 -0.22461999999999996 0.14582500000000004 0.086825000000000013 0.116525 0.010565000000000001 -0.082689999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 10 -8 -10 12 13 -7 14 15 -11 -15 18 -18 -20 -21 -22 -23 24 -24 26 -26 28 29 -28
right_child=1 2 -4 -5 -6 6 8 -9 9 11 -12 -13 -14 16 -16 -17 17 -19 19 20 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0031681065214797855 -0.0057031057513086125 0.0042238279087270826 -0.0012510559627447616 -0.0033974263529097173 0.0082128227773037837 -0.0047151478905496855 -0.0096240374397232459 0.011117208509572915 0.0063528418819339058 0.0072982905044530824 0.0034392050724348119 0.0048124974297190258 0.00077149150747573008 0.0040470130182802674 -0.011087230940095404 -0.0056779266775423744 0.0051055234728445273 -0.0050569704324007038 -0.0053977511035988024 0.0041739559546113015 0.0042726508677005766 0.0036658292551609603 -0.0046018099714419808 -0.0055368916230509064 -0.00025086039878426716 0.0057916829409077764 0.0014436866025789642 -0.003606578830208275 -0.0022667398676276206 0.0080475702967592773
leaf_weight=30 25 47 33 38 22 28 22 21 23 27 29 22 32 35 22 23 29 25 21 30 25 33 25 20 2300 20 32 21 23 38
leaf_count=30 25 47 33 38 22 28 22 21 23 27 29 22 32 35 22 23 29 25 21 30 25 33 25 20 2300 20 32 21 23 38
internal_value=0 3.07484e-05 0.00196544 -2.06549e-05 2.2506e-05 -3.85536e-05 9.8448e-06 0.00205329 -6.99773e-05 5.25154e-06 -8.53873e-05 -4.74351e-05 -0.00178894 -8.63287e-05 -0.00246469 0.00132923 -2.23608e-05 -7.627e-05 -2.86898e-05 -8.62215e-05 -4.27692e-05 -9.26319e-05 -0.000136076 -0.000186687 -0.000143171 -9.73758e-05 -0.000146167 0.00196607 0.00322442 0.00502865
internal_weight=0 3091 80 3011 2973 2951 2926 110 2816 2794 89 2771 60 2749 72 50 2677 2642 2617 2588 2567 2537 2512 2479 2459 2434 2414 114 93 70
internal_count=3121 3091 80 3011 2973 2951 2926 110 2816 2794 89 2771 60 2749 72 50 2677 2642 2617 2588 2567 2537 2512 2479 2459 2434 2414 114 93 70
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=31
num_cat=0
split_feature=133 1455 1455 52 482 44 1456 160 160 160 159 52 2 484 1456 0 482 52 158 482 484 484 151 151 48 151 151 133 11 52
split_gain=0.0288913 0.038114 0.0666658 0.0577621 0.0562076 0.0536444 0.0669713 0.0657481 0.0663168 0.0721128 0.0833855 0.0666212 0.126296 0.0718264 0.0663437 0.0656268 0.0651929 0.133685 0.186612 0.0798631 0.0755601 0.0700313 0.122031 0.0871333 0.226342 0.0833434 0.117133 0.0639313 0.0636612 0.0630165
threshold=-0.54084999999999994 0.12033000000000001 0.11364500000000001 0.51358000000000004 0.11958000000000001 0.083555000000000018 -0.24089499999999997 -0.55323499999999981 -0.54913999999999985 -0.53327999999999987 0.15326500000000001 0.34769500000000003 0.10188000000000001 0.10785500000000002 -0.090954999999999994 -0.078244999999999995 0.085675000000000015 -0.011499999999999998 0.10394000000000002 0.093960000000000016 0.096415000000000015 0.091180000000000011 -0.5145249999999999 -0.14575499999999997 0.086125000000000021 -0.10142999999999999 -0.091874999999999984 0.089755000000000015 -1.0000000180025095e-35 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -9 -10 11 13 15 14 -11 -13 20 19 -19 -18 21 22 -16 24 -24 -25 -27 -15 -28 -30
right_child=1 -3 -4 -5 -6 -7 7 8 9 10 -12 12 -14 27 16 -17 17 18 -20 -21 -22 -23 23 25 -26 26 28 -29 29 -31
leaf_value=0.0027777508599683646 0.0046923379506915814 0.00431793105788529 -0.0055467139548537412 0.002517513661570419 -0.005021043239242357 -0.0036952541547361759 -0.0048791718436405063 0.0055891752154344602 -0.0046287951586932389 -0.0048075273239599732 0.0060008933190661279 0.0038386543281376364 0.0097322976856958135 -0.0074539102390408524 -0.0058040202205144878 -0.003893370624809038 -0.0050741869881749157 0.012084053356487018 -0.00028159122347183851 0.0022033036979050131 -0.0059384036597541793 0.0053236597984020291 0.0097252507513809604 -0.0052655167336906165 -0.0023589240142985459 0.0072161240079863511 -0.0055960969422899545 -0.00022822017393385374 0.00012259327786357321 -0.0015368321582913227
leaf_weight=37 30 20 22 87 23 40 28 21 34 29 23 23 20 25 37 21 25 26 23 38 22 24 31 31 31 22 21 24 2025 258
leaf_count=37 30 20 22 87 23 40 28 21 34 29 23 23 20 25 37 21 25 26 23 38 22 24 31 31 31 22 21 24 2025 258
internal_value=0 -3.33258e-05 -6.17283e-05 -2.20604e-05 -9.68296e-05 -5.82017e-05 -7.89669e-06 -5.71654e-05 -9.52384e-06 -5.132e-05 4.68362e-06 -4.53573e-05 0.00314335 -0.000121166 -5.08339e-05 0.00014837 1.9374e-06 0.00236232 0.00627977 -0.000684589 -0.000103723 -5.19639e-05 -0.000104494 -1.73169e-05 0.00368316 -0.000114657 -4.6008e-05 -0.0039148 -0.000115351 -6.49371e-05
internal_weight=0 3084 3064 3042 2955 2932 2892 2862 2834 2813 2779 2756 64 2692 2643 44 2614 112 49 63 2502 2480 2456 2419 62 2357 2326 49 2304 2283
internal_count=3121 3084 3064 3042 2955 2932 2892 2862 2834 2813 2779 2756 64 2692 2643 44 2614 112 49 63 2502 2480 2456 2419 62 2357 2326 49 2304 2283
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=31
num_cat=0
split_feature=1212 403 42 0 3 133 1212 402 1210 2 402 402 402 402 4 402 43 402 1185 4 4 13 3 133 1447 159 13 1 52 1186
split_gain=0.0278151 0.127625 0.0836295 0.0951315 0.0761323 0.130079 0.072087 0.0710517 0.0968973 0.0694599 0.0456883 0.0534992 0.0564048 0.0572567 0.174723 0.15633 0.127534 0.0779431 0.0532869 0.0683344 0.221428 0.577833 0.154611 0.141527 0.136539 0.136174 0.138658 0.144849 0.197614 0.142363
threshold=-0.014129999999999998 -0.0076149999999999994 0.084145000000000011 -0.078904999999999989 -0.078244999999999995 -0.065894999999999981 -0.105665 0.2506000000000001 -0.15347999999999998 0.095545000000000005 0.11844500000000001 0.11232500000000002 0.10842 0.089940000000000006 -0.0016099999999999997 0.096735000000000002 -0.0084099999999999991 0.087880000000000014 0.089300000000000004 -0.079329999999999984 -0.082249999999999976 -0.090204999999999994 -0.081814999999999985 0.0033250000000000003 -0.085804999999999979 -0.085059999999999983 -0.084319999999999992 0.077565000000000009 0.084240000000000023 0.049580000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 8 -2 -6 11 12 13 17 15 -15 -16 18 19 20 24 -22 23 -23 -10 -26 27 28 -27 -28
right_child=7 2 4 -5 9 -7 -8 -9 10 -11 -12 -13 -14 14 16 -17 -18 -19 -20 -21 21 22 -24 -25 25 26 29 -29 -30 -31
leaf_value=0.0064405695711438728 0.0065702170927331542 0.0057908733239079397 -0.0040913286297742666 -0.0024858137681370695 0.0046316001981753733 -0.010238801200120223 0.0036018348628810296 -0.0060219882847741251 -0.0079138037833300506 -0.0029200786525117504 -0.0047390558956457041 0.0050962811731733379 -0.0052573014161593863 0.011685473053680305 -0.0080827063725640372 0.0013172800201132443 0.0020780846010893584 -0.0054926344529829096 0.0035766391334338832 0.00016588359466456599 -0.020402370602823794 0.0003728325576864732 0.0054026044338293701 -0.0080930103349965057 0.0073315532123669983 -2.2082878276705743e-05 -0.0013012284935526126 -0.0010592528744726567 0.013314044617116452 0.0064563824636861685
leaf_weight=37 22 41 29 21 29 21 21 20 22 21 21 20 21 26 21 33 30 27 39 1905 20 39 23 40 25 20 440 37 25 25
leaf_count=37 22 41 29 21 29 21 21 20 22 21 21 20 21 26 21 33 30 27 39 1905 20 39 23 40 25 20 440 37 25 25
internal_value=0 0.00108407 1.05818e-06 0.00298748 -0.00152917 -0.00363415 -0.0008602 -8.22112e-05 -4.09771e-05 0.0014599 -9.18502e-05 -5.74629e-05 -9.40402e-05 -5.52742e-05 0.00218089 0.00588631 -0.00210577 -0.000146818 -9.2556e-05 -0.000147153 -0.000980023 -0.00486039 -0.00181294 -0.00391367 -0.000183045 0.000114292 -0.000215565 0.00357582 0.00738688 -0.000884153
internal_weight=0 220 183 62 121 71 50 2901 2881 50 2859 2838 2818 2797 110 59 51 2687 2660 2621 716 122 102 79 594 572 547 82 45 465
internal_count=3121 220 183 62 121 71 50 2901 2881 50 2859 2838 2818 2797 110 59 51 2687 2660 2621 716 122 102 79 594 572 547 82 45 465
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=31
num_cat=0
split_feature=1426 1417 471 1419 1455 1455 16 158 158 1456 481 481 160 1447 0 403 1420 1447 474 474 474 475 156 1 374 374 1429 474 475 16
split_gain=0.0271557 0.0355859 0.0534831 0.0356584 0.0394293 0.0816256 0.127492 0.0841253 0.126151 0.0905148 0.0566892 0.146716 0.0529317 0.0703098 0.189444 0.117783 0.0921651 0.0678123 0.0542552 0.242173 0.217664 0.135856 0.147512 0.0786495 0.0643211 0.0923343 0.061409 0.0746539 0.0596055 0.0775103
threshold=-0.10090499999999998 -0.080324999999999994 -0.081099999999999992 0.098075000000000009 -0.23681499999999997 -0.088874999999999982 -0.020119999999999996 -0.46025499999999991 -0.24147999999999997 -0.075669999999999987 0.0028200000000000005 0.10867000000000002 -0.55323499999999981 -0.085684999999999997 -0.086409999999999987 -0.55327499999999985 -0.083279999999999979 -0.083354999999999985 0.088125000000000009 0.089070000000000024 0.086990000000000012 -0.082549999999999998 0.091710000000000014 0.12000500000000001 0.091075000000000017 0.086450000000000013 0.084895000000000012 0.085295000000000024 0.080035000000000009 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 9 -9 -7 12 -12 -10 14 -14 -15 -17 -18 20 -20 24 -21 -23 -24 25 26 27 28 29 -19
right_child=1 2 3 -5 5 7 -8 8 10 -11 11 -13 13 15 -16 16 17 18 19 21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0035838944837450985 -0.0041268204560592067 0.0051581041724421094 0.003159502708615783 -0.0038694095385532513 0.0018012537088777339 0.0078864374339380969 -0.0085061676813763514 -0.0068525217680467506 -0.004302888768243379 -1.9149426370859147e-05 0.010060956463421464 -0.00023281143564316963 -6.8254552672897262e-05 -0.0070736324562555341 0.010349780111573637 -0.0064822367942807355 0.0045218678466467698 9.3111653568268512e-05 0.011484565441919999 0.0059327307273633785 -0.010547393274027855 -0.0066097531543188801 0.0041993873082855062 -0.0024338396622404232 0.005575446400325746 -0.0068854293320327999 0.0038731619893298606 -0.0057970226458881214 0.0049937873511858612 -0.00169089561181617
leaf_weight=21 21 20 39 24 21 28 28 27 29 30 20 45 64 24 24 22 33 2016 22 32 20 37 39 33 20 20 39 23 23 277
leaf_count=21 21 20 39 24 21 28 28 27 29 30 20 45 64 24 24 22 33 2016 22 32 20 37 39 33 20 20 39 23 23 277
internal_value=0 -2.4278e-05 3.70297e-06 -2.99969e-05 3.64145e-07 -4.07595e-05 -0.0040887 2.6546e-05 -4.91571e-05 0.00379734 1.50256e-05 0.0029345 -5.28206e-05 -8.2932e-06 0.00277303 -9.96202e-05 -3.6602e-05 1.7234e-05 -3.99182e-05 0.00172642 -0.000158012 0.000203872 -0.001478 0.00115916 -7.20785e-05 -0.00011918 -6.22734e-05 -0.000127892 -7.15923e-05 -0.000122401
internal_weight=0 3100 3079 3059 3035 2996 49 2947 2889 58 2862 65 2797 2768 88 2680 2656 2634 2601 163 2438 141 109 72 2418 2398 2378 2339 2316 2293
internal_count=3121 3100 3079 3059 3035 2996 49 2947 2889 58 2862 65 2797 2768 88 2680 2656 2634 2601 163 2438 141 109 72 2418 2398 2378 2339 2316 2293
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=31
num_cat=0
split_feature=402 1209 4 43 43 1211 480 15 1375 49 49 158 0 2 2 0 4 49 159 3 11 1 43 394 131 12 160 1 2 2
split_gain=0.026525 0.0421275 0.273192 0.0337385 0.167603 0.156638 0.0937366 0.0921635 0.0841966 0.0832318 0.120361 0.13975 0.112131 0.0926903 0.159056 0.112545 0.131385 0.0888728 0.0842075 0.103312 0.112639 0.216615 0.110963 0.0999864 0.0916868 0.0903052 0.0922588 0.0895978 0.148107 0.203706
threshold=0.27918000000000004 -0.085894999999999985 -0.080584999999999976 -0.011694999999999999 -0.010344999999999998 0.087635000000000005 0.091115000000000015 -0.54354999999999987 0.097315000000000026 0.10969000000000002 0.09858500000000002 0.13176500000000005 -0.085544999999999982 0.12992500000000004 0.11411 -0.080499999999999988 -0.0083799999999999986 0.09567500000000001 0.10141500000000002 -0.16726499999999997 0.078730000000000008 0.083835000000000007 -0.51144999999999985 -0.085984999999999992 0.087395000000000014 0.08486500000000001 -0.079009999999999983 0.13707500000000003 0.099515000000000006 0.10381000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 8 7 -6 9 10 11 17 -12 14 15 16 -11 18 19 -3 22 -22 -21 -24 25 26 -20 28 -25 -30
right_child=-2 3 -4 4 6 -7 -8 -9 -10 13 12 -13 -14 -15 -16 -17 -18 -19 24 20 21 -23 23 27 -26 -27 -28 -29 29 -31
leaf_value=0.0036442909622564912 0.0029591668505842489 0.006775482947006823 -0.011246865068096669 -0.0080084398189293488 0.0057244130962148861 0.0087007762716067114 -0.0054539451432047475 -0.00017975520624671925 0.0064988027947644397 0.0010850918280387609 0.00034069739922415465 0.0084587009901179039 0.0086485327228508664 0.0024339868454262615 -0.010217023392518362 0.0030547384111046356 -0.0089979227698807202 -0.0059927705675363544 -0.0088115078397095203 0.0073495811803023451 -0.011142581602325664 0.0025948725524358451 -0.0057961865704363354 0.00010940739193957149 -0.0071640433743596077 0.0018180034278581542 -0.00050062658539151445 -0.0048240954845002104 0.011440369909485945 0.0018663114481575153
leaf_weight=28 30 25 22 28 27 22 33 1272 21 24 32 20 33 34 27 34 28 24 22 23 24 22 26 907 29 60 34 31 26 153
leaf_count=28 30 25 22 28 27 22 33 1272 21 24 32 20 33 34 27 34 28 24 22 23 24 22 26 907 29 60 34 31 26 153
internal_value=0 -2.87205e-05 -0.00290782 1.86175e-05 -0.000351696 0.000318216 -0.000190743 -5.70358e-05 0.000207055 0.000126392 0.000350216 0.000158393 0.00455852 -0.00214383 -0.00352122 -0.00141905 -0.00434422 4.03233e-05 0.000145095 0.000412347 0.000281094 -0.00457249 0.000472573 0.000334191 -0.00213484 -0.000877537 -0.00376562 0.000476885 0.000628202 0.00325696
internal_weight=0 3091 50 3041 1360 1681 1332 1299 1659 1638 1491 1426 65 147 113 86 52 1406 1382 1237 1212 46 1166 1143 145 116 56 1117 1086 179
internal_count=3121 3091 50 3041 1360 1681 1332 1299 1659 1638 1491 1426 65 147 113 86 52 1406 1382 1237 1212 46 1166 1143 145 116 56 1117 1086 179
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=31
num_cat=0
split_feature=3 11 104 97 4 48 48 3 4 1375 0 48 0 0 43 49 151 3 4 47 3 0 3 48 51 0 1424 51 43 51
split_gain=0.0270065 0.0373997 0.0563941 0.0443161 0.032545 0.0372123 0.141542 0.155294 0.0963895 0.112301 0.0860913 0.0978267 0.12002 0.100351 0.0874126 0.0823315 0.100139 0.108644 0.0908196 0.0784992 0.0649315 0.0772389 0.0631462 0.0596742 0.0565018 0.1246 0.076442 0.0691356 0.23666 0.113411
threshold=0.63141500000000017 -0.072629999999999986 0.079665000000000014 -0.086244999999999988 -0.55119499999999988 0.083985000000000018 0.086425000000000016 -0.012939999999999998 -0.0016099999999999997 -0.062154999999999995 -0.23091999999999999 0.091085000000000013 -0.086834999999999982 -0.10474999999999998 -1.0000000180025095e-35 0.14321000000000003 0.061780000000000009 0.10542000000000001 -0.0092149999999999992 0.09585500000000001 -0.028564999999999997 -0.090314999999999993 -0.063074999999999978 0.089575000000000016 0.14780500000000005 -0.07384499999999998 0.08764000000000001 0.11704500000000002 -1.0000000180025095e-35 0.10876000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 24 7 -7 15 -10 -11 23 13 14 -13 16 17 18 20 -16 21 -8 -14 -12 26 -26 27 29 -29 -6
right_child=-2 2 -4 4 5 6 8 -9 9 10 11 12 22 -15 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0043356958590447898 -0.003414005988641926 0.0044090225093026203 -0.0047328241467475898 -0.0032206237796814211 -0.00014847848172580818 0.010449882270768285 -0.0014797920693776438 0.00018761240202805091 0.0047755823310079246 -0.0076315124144615692 -0.0023059546065804385 -0.0057031930820085107 -0.006564756426087115 0.0064406891459865227 0.0060239009708166124 -0.0041231031639406201 -0.0031556386731922273 0.0089019032053848993 0.0061698368932234082 -0.0021664067425511101 -0.0033116305960963171 0.0046709230036607813 0.00039483955426310949 -0.0091898757970193395 -0.0021497201640158893 0.0085042713837617124 -0.0063532643939834092 0.0019119589662295767 -0.011386608713023041 0.0055872276824499882
leaf_weight=20 23 23 25 31 2290 30 35 29 29 23 34 20 32 35 25 22 29 28 41 22 30 49 22 20 21 23 20 32 23 35
leaf_count=20 23 23 25 31 2290 30 35 29 29 23 34 20 32 35 25 22 29 28 41 22 30 49 22 20 21 23 20 32 23 35
internal_value=0 2.53461e-05 -2.66141e-06 3.60723e-05 2.87831e-06 3.61989e-05 0.000775394 0.00540572 0.00022461 -0.00109283 -0.00182323 -0.00118709 8.27635e-05 0.00210095 -0.000166079 0.00169969 0.00230395 0.00316913 0.00213353 0.00219014 0.000681874 0.00210813 -0.00372937 -0.00485556 -0.000131663 0.00341941 -0.000196766 -0.00014503 -0.00364926 -6.21345e-05
internal_weight=0 3098 3078 3053 3030 2999 555 59 496 262 233 210 156 102 67 234 212 183 155 47 114 84 54 54 2444 44 2400 2380 55 2325
internal_count=3121 3098 3078 3053 3030 2999 555 59 496 262 233 210 156 102 67 234 212 183 155 47 114 84 54 54 2444 44 2400 2380 55 2325
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=31
num_cat=0
split_feature=13 0 0 51 1210 1210 52 1455 4 15 15 484 4 0 403 1454 3 13 2 43 12 3 12 1429 157 16 456 157 0 151
split_gain=0.0265775 0.0860334 0.112847 0.248638 0.0777307 0.173623 0.0758805 0.0701532 0.0681281 0.358617 0.196448 0.282272 0.385326 0.169115 0.123881 0.0846463 0.0861761 0.0758262 0.121793 0.101711 0.098858 0.121568 0.10963 0.0798797 0.105897 0.364433 0.130453 0.122876 0.151182 0.103869
threshold=-0.066634999999999986 0.11070500000000001 -0.036484999999999997 0.080335000000000018 -0.065674999999999983 -0.086074999999999985 0.085815000000000016 0.11653000000000001 -0.079764999999999989 0.083195000000000005 0.088495000000000018 -0.081614999999999979 -0.082109999999999975 -0.085669999999999982 -0.011089999999999997 0.10518000000000001 -0.088494999999999976 -0.070304999999999992 0.10731 0.05259500000000001 0.096830000000000013 -0.073309999999999986 0.096210000000000004 -0.060529999999999994 -0.086284999999999987 -0.0092699999999999987 0.041000000000000002 -0.081579999999999986 -0.084269999999999984 -0.083694999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -2 9 -6 11 -11 -13 -12 -14 16 -10 20 19 -19 22 -22 23 -18 25 26 -25 28 -26 -29
right_child=7 -3 3 -5 8 -7 -8 -9 15 10 13 12 14 -15 -16 -17 17 18 -20 -21 21 -23 -24 24 27 -27 -28 29 -30 -31
leaf_value=0.0038224824626619616 -0.000199995967372561 -0.0060461944379355944 0.0093705639726697262 -0.0041258235151569048 -0.012386653478326346 0.010821176418738272 -0.0044085812001001274 -0.0058850012814880099 0.0032024500575675262 -0.0072213474102318298 0.0021913539152592421 0.015839428820002537 -0.0053553846024442468 -0.0084553824456117983 0.0056414800064106081 0.0067789062345400457 0.0044291180998293897 0.0092954680173387462 -0.0034990295115858317 0.00014858554059173914 -0.010497736707329751 -0.0012181599372221778 0.0064057809309675728 0.0039184506474013786 0.010279012363404037 -0.014479465333177991 -0.005382689215242863 -0.003719461519021269 9.7292641044727408e-05 7.0919938768552074e-05
leaf_weight=24 1626 21 39 21 27 22 21 22 89 20 25 26 20 37 21 20 36 31 20 20 20 48 26 38 25 23 25 82 35 611
leaf_count=24 1626 21 39 21 27 22 21 22 89 20 25 26 20 37 21 20 36 31 20 20 20 48 26 38 25 23 25 82 35 611
internal_value=0 0.000308665 0.000400574 0.00464683 0.000217546 0.00354068 -1.86806e-05 -0.000275888 4.95084e-05 -0.00178263 0.000138901 0.00320416 0.00631625 -0.00416234 0.000277156 0.00033015 0.000215911 -3.96675e-05 0.0031148 0.00570846 -0.0002708 -0.00394745 6.68317e-06 -0.000183461 -0.000381379 -0.00370574 0.000227522 -1.70413e-06 0.00433968 -0.000377581
internal_weight=0 1473 1452 60 1392 67 45 1648 1325 176 149 87 67 62 41 1149 1129 1040 71 51 969 68 901 875 839 86 63 753 60 693
internal_count=3121 1473 1452 60 1392 67 45 1648 1325 176 149 87 67 62 41 1149 1129 1040 71 51 969 68 901 875 839 86 63 753 60 693
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=31
num_cat=0
split_feature=1453 481 4 3 4 49 473 124 15 1 0 124 12 3 15 124 1373 1429 457 12 14 50 2 0 12 4 16 4 16 1
split_gain=0.0316627 0.0311014 0.0997187 0.189946 0.135175 0.0938278 0.0447723 0.0356296 0.0909012 0.115622 0.0917288 0.0888984 0.086484 0.0831911 0.0701185 0.0554784 0.0492553 0.172633 0.158053 0.0524821 0.161509 0.128876 0.125118 0.365849 0.347961 0.408979 0.47991 0.23275 0.476867 0.171332
threshold=-0.095239999999999991 -0.08045999999999999 -0.085719999999999977 -0.086049999999999988 -0.050494999999999991 0.084075000000000025 0.077695000000000014 -0.080874999999999989 -0.10469999999999999 0.10439500000000002 -0.07384499999999998 -0.074709999999999985 -0.087484999999999993 -0.014944999999999998 -0.07490999999999999 -0.010204999999999999 1.0000000180025095e-35 0.083725000000000008 -0.083804999999999977 0.085885000000000017 0.078320000000000015 0.11843500000000001 0.084755000000000011 -0.14920999999999998 0.082095000000000015 -0.016304999999999997 -0.067914999999999989 -0.023539999999999995 0.061255000000000011 0.093890000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 8 9 -3 14 -9 -11 -12 -10 -13 19 18 -18 21 -21 22 23 -17 27 26 -26 28 -24 -30
right_child=1 6 3 4 5 -7 -8 11 10 12 13 15 -14 -15 -16 16 17 -19 -20 20 -22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0032330777465055388 -0.0042275373651473611 -0.0073881558243833164 0.0094719972857274116 -0.0045375342698308592 0.0065151925261661015 -0.00047164033516310154 0.003864516635778649 -0.0056870249140172687 0.0086242602685732504 0.0042350016469272838 0.0043094944341906484 0.0040183838624443524 -0.0036053743805193033 -0.0030511506264755393 0.0015165065587295788 0.013554635910655966 -0.0004088787679923674 -0.0048586397694990692 0.010650174343027174 0.00022587986941857013 -0.0068402808491197058 -0.0064865890585889046 0.011243532223663495 7.8641527572137244e-05 -0.018872694196682929 -0.0014000521267197379 -0.0020051250144118263 -0.0014293885622173549 -0.005421860274983311 0.0039289047747539975
leaf_weight=30 27 23 30 36 37 40 29 29 35 34 28 32 24 34 23 22 24 23 28 1634 33 39 51 239 37 115 31 275 43 36
leaf_count=30 27 23 30 36 37 40 29 29 35 34 28 32 24 34 23 22 24 23 28 1634 33 39 51 239 37 115 31 275 43 36
internal_value=0 3.1379e-05 0.00134625 0.00239864 0.000520755 0.00288567 -4.51453e-05 -8.435e-05 0.00119995 -0.00138848 0.00294713 -0.000180278 0.000990708 0.000273012 0.00580567 -0.000120288 -0.000170644 0.00235524 0.005546 -0.000244789 8.59979e-05 -0.000865761 -0.00060756 0.00121455 -0.00141635 -0.00503527 -0.0111831 0.000218861 0.00370554 -0.00116075
internal_weight=0 3091 170 143 113 77 2921 2892 201 81 120 2691 58 62 58 2662 2630 75 52 2555 1667 888 849 261 588 183 68 405 130 79
internal_count=3121 3091 170 143 113 77 2921 2892 201 81 120 2691 58 62 58 2662 2630 75 52 2555 1667 888 849 261 588 183 68 405 130 79
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=31
num_cat=0
split_feature=1212 43 1212 15 402 1210 12 42 2 1213 3 128 128 0 128 128 4 401 1213 1208 1209 403 403 2 42 12 3 3 43 12
split_gain=0.0285244 0.125286 0.196119 0.0976804 0.0633133 0.0787553 0.0600928 0.0913963 0.071595 0.056398 0.0549388 0.0369135 0.066787 0.1702 0.0832641 0.0788327 0.0957535 0.0530474 0.223688 0.0494607 0.0972434 0.0566847 0.0795327 0.0727892 0.0617925 0.0850823 0.131618 0.215199 0.17148 0.130745
threshold=-0.014129999999999998 0.0034250000000000005 -0.082209999999999991 0.086195000000000008 0.2506000000000001 -0.15347999999999998 0.085110000000000005 0.085465000000000013 0.08542000000000001 -0.063924999999999982 -0.07908999999999998 0.11976500000000002 0.10332500000000001 -0.078704999999999983 0.10887000000000001 0.092940000000000009 -0.080584999999999976 -0.078179999999999986 0.0036000000000000003 0.11846000000000001 0.11386000000000002 -0.54448499999999989 -0.53101999999999994 0.083995000000000014 0.094365000000000018 0.096830000000000013 -0.11255999999999998 -0.073309999999999986 -0.064334999999999989 0.096210000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 5 -2 -1 8 -8 -5 -9 12 15 14 -14 17 -17 18 -7 20 21 23 -23 -19 -24 29 -27 -28 -29 -26
right_child=4 3 -4 9 -6 11 7 10 -10 -11 -12 -13 13 -15 -16 16 -18 19 -20 -21 -22 22 24 -25 25 26 27 28 -30 -31
leaf_value=0.006185584617778659 0.0059159161946312948 -0.0072256956025958073 0.011141829355619848 0.0031418384338218358 -0.0056902483850717542 0.0091412043485669774 -0.0072662236052565277 0.0065928552447787857 0.0010006160475313664 -0.0032418994782492522 9.6749250466624903e-05 0.0031851390486254414 -0.0028236291897685631 0.0040560786124496234 -0.011645976575091482 -0.0005047685820803357 0.0084280145645607273 0.0076482656129796631 -0.0048119794763624678 0.0047689014277420942 -0.0071693441551178702 -0.0065128358220681555 -0.00038597135003572234 -0.00041339257343982655 0.0014829709227545528 0.0066068676366869894 -0.0087932987001669762 0.0041200783498685006 -0.0040717684757181176 0.0097833590315920971
leaf_weight=20 22 25 24 31 20 27 22 23 20 25 30 34 23 21 20 24 24 21 20 20 20 20 2185 24 197 21 34 56 47 21
leaf_count=20 22 25 24 31 20 27 22 23 20 25 30 34 23 21 20 24 24 21 20 20 20 20 2185 24 197 21 34 56 47 21
internal_value=0 0.0010978 0.00291949 -0.00202831 -8.32528e-05 -4.43288e-05 0.00120352 0.000154669 -0.00332963 0.000291955 0.00291581 -9.01929e-05 -0.000129613 -0.00332321 -0.00692705 -5.55852e-05 0.00396162 -0.00012666 0.00320368 -0.000185372 -0.000222819 -0.000169913 -0.000231261 0.00334871 -0.000182205 0.00100191 -0.000765042 -0.00189504 0.000382051 0.00228255
internal_weight=0 220 139 81 2901 2881 115 95 42 56 53 2859 2825 64 43 2761 48 2713 47 2666 2646 2626 2581 45 2561 376 158 137 103 218
internal_count=3121 220 139 81 2901 2881 115 95 42 56 53 2859 2825 64 43 2761 48 2713 47 2666 2646 2626 2581 45 2561 376 158 137 103 218
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=31
num_cat=0
split_feature=1203 1203 1204 133 399 400 1213 1186 1210 12 2 133 2 3 3 1213 12 132 49 13 2 121 49 49 12 2 129 403 15 1
split_gain=0.0278984 0.0411578 0.0417067 0.0778728 0.0466524 0.0640204 0.0475465 0.135887 0.127086 0.15857 0.12153 0.141306 0.125437 0.11991 0.114813 0.104765 0.0455202 0.090327 0.0942595 0.103408 0.119087 0.0629853 0.065542 0.0994112 0.10118 0.0993669 0.0978507 0.0940086 0.0886874 0.131113
threshold=0.10970500000000001 0.10250500000000001 0.057120000000000011 -0.54084999999999994 0.099080000000000015 1.0000000180025095e-35 0.027540000000000002 0.060550000000000007 -0.065674999999999983 0.083985000000000018 0.089125000000000024 0.0068000000000000014 0.10136500000000002 -0.080734999999999987 -0.087044999999999983 0.12275000000000001 0.10742000000000002 0.083225000000000007 0.12595000000000003 0.086705000000000018 0.10252500000000002 -0.078059999999999977 0.12899500000000003 0.12073000000000002 0.10312500000000001 0.14753000000000002 0.10061000000000002 -0.079704999999999984 -0.052074999999999989 0.103565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 16 8 -8 -10 11 13 -12 14 -11 -13 21 18 19 20 -18 -5 23 24 26 28 -23 -28 29 -24
right_child=-2 -3 -4 4 -6 -7 7 -9 9 10 12 15 -14 -15 -16 -17 17 -19 -20 -21 -22 22 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0055962150311097509 0.0037228775746189061 -0.0041491018288070339 -0.0045435178861953319 0.0050632717267779471 -0.0037473038089405179 0.0048807134023971036 0.0072275575930969074 0.0091960875911172493 0.0057915335977324163 0.0026670476462206118 0.0067196210191938126 -0.012509855018420654 -0.0034382359404116869 0.0055177302018779781 -0.0062412625016011782 -0.0027506983013484967 0.0085805027036824164 -0.0040580500045727039 -0.004304287167774006 -3.890450819429145e-05 0.0018224385007464838 -0.00035598980659482622 -0.0026762914942181043 -0.0071222167631441909 -0.0039316927643274352 -0.0041959733289497142 -0.0015215442219579762 0.0066537818769948232 0.0091860642354004082 0.0052818765145468908
leaf_weight=25 20 24 20 22 33 27 26 20 37 23 31 22 20 23 39 22 45 29 22 83 62 2160 37 22 77 22 22 39 20 47
leaf_count=25 20 24 20 22 33 27 26 20 37 23 31 22 20 23 39 22 45 29 22 83 62 2160 37 22 77 22 22 39 20 47
internal_value=0 -2.40108e-05 8.16409e-06 3.79428e-05 -7.88724e-06 3.32601e-05 -1.0778e-05 0.00127292 0.000620804 -0.000170789 -0.00139638 -0.00303017 0.00273615 -0.000648933 -0.00293657 -0.00763028 -0.000135404 0.00117638 0.00189241 0.00260992 0.00466462 -0.000263499 -0.00031141 -0.000432045 -0.000367996 0.0019098 -0.000244446 0.0037053 0.00320141 0.00177649
internal_weight=0 3101 3077 3057 3032 2999 2972 263 243 217 180 129 51 85 62 44 2709 241 212 190 107 2468 2446 2320 2298 126 2221 61 104 84
internal_count=3121 3101 3077 3057 3032 2999 2972 263 243 217 180 129 51 85 62 44 2709 241 212 190 107 2468 2446 2320 2298 126 2221 61 104 84
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=31
num_cat=0
split_feature=132 132 43 52 16 133 403 15 43 0 133 2 131 131 403 479 481 481 1212 1212 401 403 402 401 402 0 401 402 133 0
split_gain=0.0296526 0.0588067 0.0408061 0.0740921 0.0756186 0.0497586 0.0789454 0.112733 0.0802247 0.151015 0.0617802 0.0549551 0.051728 0.0708999 0.0459443 0.0443984 0.0899292 0.0834339 0.0432208 0.143588 0.0779046 0.0721609 0.061742 0.0832003 0.10796 0.301088 0.0726158 0.0844849 0.29219 0.097923
threshold=-0.43443999999999999 -0.26631499999999991 0.28064000000000006 0.091820000000000013 -0.083134999999999987 -0.14717499999999997 0.099885000000000015 0.088060000000000013 -0.0071849999999999995 -0.086934999999999985 -0.14169499999999999 0.083585000000000007 0.13702500000000004 0.13052000000000002 0.11224000000000002 0.10713500000000002 0.10944500000000001 -0.27443499999999993 -0.014129999999999998 -0.082209999999999991 0.11061500000000002 0.50599500000000008 0.2506000000000001 0.092045000000000016 0.095250000000000015 -0.086409999999999987 0.08481000000000001 0.079755000000000006 -0.080849999999999991 -0.082724999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 6 7 8 -3 -10 -7 -8 13 15 -13 17 -17 -12 19 20 -19 -22 23 24 26 -26 27 -20 29 -29
right_child=1 2 3 -5 -6 10 11 -9 9 -11 12 14 -14 -15 -16 16 -18 18 22 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0027401130228566057 0.0044405155691007777 0.00014339736561574368 0.0040326629521917892 -0.0075419824040727701 -0.003865375715583839 -0.0051113354158587761 -0.005335985241635215 -0.001512180497067877 0.0033368935760779263 0.013698595675470477 -0.0065019078319892287 -0.0023469360952731223 0.0041854813084777056 -0.0059924406837671999 0.0037785172890871764 0.0078367875800246286 -0.0014177728466512193 -0.0024988196211779726 -4.6732928990102563e-05 0.0069422865384503422 0.0070723231225697835 -0.00023642734325091754 -0.0056543904554564508 -0.0047190419451094631 -0.0045568100584205242 0.011631386942678582 0.0044247541869325306 -0.0032270143148363443 -0.013183415554389781 0.0046112374834982412
leaf_weight=39 30 23 22 20 27 24 21 36 39 22 20 24 29 20 25 21 21 64 2272 38 22 35 20 38 20 27 35 37 22 28
leaf_count=39 30 23 22 20 27 24 21 36 39 22 20 24 29 20 25 21 21 64 2272 38 22 35 20 38 20 27 35 37 22 28
internal_value=0 3.46737e-05 -8.63401e-06 -0.00241284 -0.000319318 4.69779e-05 0.00161289 0.00316973 0.00517626 0.0070739 -5.95464e-05 -0.00105599 -1.57606e-05 -6.02263e-05 0.000778295 -1.66071e-05 0.00320951 -6.72033e-05 -1.87857e-05 0.00157987 -0.000104201 0.00258449 -0.000120501 -7.58545e-05 -3.57214e-06 0.00474279 -9.67547e-05 -0.000163839 -0.00322207 0.000149463
internal_weight=0 3082 3052 69 49 2983 190 120 84 61 2793 70 2769 2740 49 2720 42 2678 2658 159 121 57 2499 2479 2441 47 2394 2359 87 65
internal_count=3121 3082 3052 69 49 2983 190 120 84 61 2793 70 2769 2740 49 2720 42 2678 2658 159 121 57 2499 2479 2441 47 2394 2359 87 65
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=31
num_cat=0
split_feature=399 398 3 30 34 43 34 1 2 3 15 130 3 43 0 0 130 16 16 0 43 1447 480 159 51 51 159 1456 160 47
split_gain=0.0284521 0.0437111 0.0299816 0.0366869 0.0365982 0.119411 0.0820489 0.16637 0.0473992 0.243053 0.0696417 0.0473077 0.18679 0.0940447 0.107219 0.059581 0.0576565 0.0442186 0.340473 0.0954177 0.0924192 0.116623 0.157493 0.301224 0.126388 0.648222 0.15944 0.181914 0.15028 0.132894
threshold=0.10788500000000002 0.099290000000000003 0.63141500000000017 0.096890000000000018 -0.085739999999999983 -0.084154999999999994 -0.028109999999999996 0.11146500000000002 -0.0091949999999999983 -0.012939999999999998 -0.41942499999999994 -0.072444999999999982 -0.11255999999999998 -0.050459999999999998 -0.091354999999999978 -0.085134999999999975 -0.012214999999999998 0.0028900000000000006 -1.0000000180025095e-35 0.056435000000000006 -0.071044999999999983 -0.086059999999999984 0.086995000000000017 -0.08477999999999998 0.078435000000000019 0.087505000000000013 -0.029685 -0.089834999999999984 -0.076214999999999991 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 9 10 -8 12 -10 14 -14 -15 -13 18 19 20 -18 -22 24 -24 26 -26 -23 -28 -29 -30
right_child=-2 -3 -4 -5 6 -7 8 -9 11 -11 -12 16 13 15 -16 -17 17 -19 -20 -21 21 22 23 -25 25 -27 27 28 29 -31
leaf_value=-0.0085524695459753275 0.0029207325491094681 -0.0042822624265681951 -0.00385705471970141 0.0037677366071595594 0.009502224771914862 0.0020127185053475526 -0.002935652416199446 -0.0026292746490798892 0.010525906356495052 -0.0099308229849806862 0.0046330934480553676 -0.0031197539039082285 0.002100198307576088 0.00069280235969927163 -0.0066075377586868505 0.007171810394026 0.00093478646217354147 -0.00062381717151569448 0.011027725121199058 0.0062439919803291563 0.0049149181987894214 0.0088763217534869911 -0.014220522493512059 0.0017943881047160729 -0.019825508692301812 -0.00080450829842701813 -0.0093481299800000014 0.0043755525606684392 5.354214451195762e-05 -0.0047823640803295762
leaf_weight=20 33 24 20 26 26 23 20 20 21 28 31 60 26 40 31 22 692 769 29 25 38 20 24 23 20 172 21 74 681 62
leaf_count=20 33 24 20 26 26 23 20 20 21 28 31 60 26 40 31 22 692 769 29 25 38 20 24 23 20 172 21 74 681 62
internal_value=0 -3.12125e-05 2.08555e-06 2.74413e-05 -4.78129e-06 -0.00290132 3.70847e-05 0.00422766 -2.87284e-05 -0.00244494 0.00166496 3.82473e-05 0.00183077 0.000296331 -0.00263559 0.00299181 -5.43552e-05 1.505e-05 0.000276235 0.00010788 2.39158e-05 -0.000531434 -0.000720096 -0.00638344 -0.000466594 -0.00278586 5.24035e-05 -0.000158191 7.80251e-05 -0.000349992
internal_weight=0 3088 3064 3044 3018 43 2975 46 2929 79 51 2850 140 119 57 62 2710 2650 1881 1852 1827 1135 1097 47 1050 192 858 838 817 743
internal_count=3121 3088 3064 3044 3018 43 2975 46 2929 79 51 2850 140 119 57 62 2710 2650 1881 1852 1827 1135 1097 47 1050 192 858 838 817 743
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=31
num_cat=0
split_feature=13 47 48 13 12 13 15 12 159 3 0 4 48 16 13 148 49 3 4 1 160 2 1 4 403 403 2 1 2 2
split_gain=0.0261645 0.0713115 0.0686918 0.0626357 0.20395 0.0545583 0.0843535 0.0699807 0.0836273 0.0539319 0.200756 0.111688 0.063385 0.118523 0.0841205 0.121694 0.0805142 0.0734991 0.398588 0.140165 0.43612 0.32818 0.125839 0.0765524 0.101963 0.118868 0.0805432 0.178316 0.124715 0.102731
threshold=-0.23438999999999996 0.13975500000000002 0.10493500000000001 -0.15416999999999995 0.089410000000000003 -0.43167499999999998 -0.083359999999999976 0.091545000000000015 0.082105000000000025 0.11924500000000002 -0.11242999999999999 0.41555500000000006 -0.032929999999999994 -0.53943499999999989 -0.083619999999999986 0.087555000000000008 -0.066019999999999981 0.048265000000000009 0.076415000000000025 0.087325000000000014 -0.085024999999999989 0.090790000000000023 0.10022000000000002 0.058735000000000009 -0.0031149999999999997 -0.41825499999999993 0.088665000000000008 0.11181500000000001 0.11510000000000002 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 7 -7 8 -1 12 11 -11 14 -14 -5 16 -16 23 19 20 -19 -21 -23 -15 25 -25 27 -26 29 -28
right_child=1 -3 -4 9 -6 6 -8 -9 -10 10 -12 -13 13 17 15 -17 -18 18 -20 21 -22 22 -24 24 26 -27 28 -29 -30 -31
leaf_value=0.006172139710677719 -0.01049671531452433 0.0048651522972845834 -0.0038694000640965027 0.0028609562723431736 0.0025514311867300423 0.0012268807165897811 0.0085802977165887855 -0.0045348828108134594 -0.0013847500322299311 0.006590216374024749 -0.0097362159285694361 -0.0038514787890017036 0.0067100011295190571 0.00016172865207107631 0.0038802181230857971 -0.010339627700741403 -0.003270825607437842 0.0064491123355065409 0.014311338722219933 0.013578400601233756 -0.010547449527722267 -0.0055873898291510758 0.0045770453289151192 0.001495830835774541 0.0085041635559589077 -0.0077386270459417414 -0.0022477319814585227 -0.00088260026316936714 0.00076413068709043405 -0.0090646971675470995
leaf_weight=27 23 29 23 28 25 39 26 22 32 21 26 20 27 2083 20 20 74 26 23 21 36 29 21 20 28 46 93 73 111 29
leaf_count=27 23 29 23 28 25 39 26 22 32 21 26 20 27 2083 20 20 74 26 23 21 36 29 21 20 28 46 93 73 111 29
internal_value=0 -6.92779e-05 0.00121011 -0.000118234 -0.00370081 0.0020103 0.00416825 0.000278622 0.00207349 -5.84205e-05 -0.00286234 0.00149671 8.48206e-06 0.000118132 -0.00205016 -0.0032564 -0.00174933 5.06897e-05 0.00215615 5.41263e-05 -0.00341986 0.00308775 -0.00131833 -8.15906e-05 -0.00134868 -0.00494031 -0.000638952 0.00171967 -0.00166136 -0.00386816
internal_weight=0 2952 169 2923 48 146 65 81 59 2875 67 41 2808 2666 142 114 94 2639 156 133 62 71 50 2483 400 66 334 101 233 122
internal_count=3121 2952 169 2923 48 146 65 81 59 2875 67 41 2808 2666 142 114 94 2639 156 133 62 71 50 2483 400 66 334 101 233 122
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=31
num_cat=0
split_feature=104 1 40 42 1205 2 1 2 1452 43 1456 159 12 12 12 12 47 3 4 16 13 13 1 123 4 3 43 1 15 43
split_gain=0.0257308 0.0479263 0.0467418 0.12804 0.0653142 0.0332273 0.529621 0.244883 0.147899 0.126491 0.101284 0.107212 0.107969 0.337122 0.145647 0.161851 0.129221 0.120012 0.119437 0.121721 0.103189 0.129398 0.13018 0.447106 0.13924 0.102986 0.102237 0.100898 0.108972 0.126806
threshold=0.089050000000000004 0.16540500000000002 -0.24452499999999996 0.15665000000000004 0.09993500000000001 0.073895000000000002 0.084785000000000013 0.080205000000000012 0.11609000000000001 -0.53814999999999991 -0.071109999999999993 0.12082500000000002 0.093965000000000007 0.094835000000000017 0.091715000000000005 0.092465000000000006 0.10648500000000001 -0.13309499999999996 -0.076229999999999978 -0.06421499999999998 -0.083764999999999992 -0.082759999999999986 0.096575000000000008 0.080750000000000016 -0.0057249999999999992 -0.081459999999999991 -0.079584999999999975 0.08864000000000001 0.089595000000000022 -0.072269999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -7 9 -9 -8 12 14 -14 16 -16 20 -15 -19 -20 26 -22 27 -24 -25 -17 -12 -23 29 -29
right_child=-2 -3 3 -5 -6 7 10 8 -10 -11 11 -13 13 17 15 25 -18 18 19 -21 21 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0046913518969501772 0.0034885972250430358 -0.0045714782796415455 -0.015853421305126344 0.0068985589831653572 -0.0057141828234307471 0.01070281732721593 0.0046677817790103816 -0.0073539000945975598 0.0084552371741405553 9.9996784173512769e-05 0.0077203186082442704 -0.0072614138945937164 -0.014130247816709535 0.0062081109944053673 0.01177757554890021 -0.0034119306756606837 0.0062056817432555068 0.003186339441324688 -0.0078038064623251555 -0.00068220091518014672 -0.0092797949954512571 -0.0025538381510837511 -0.01640793996101076 0.0048946835407649263 -0.0051358649693429475 0.0062639901557386942 0.00026779052539127352 0.0011879716394469142 -0.0020043694735344115 0.0108311647772789
leaf_weight=21 21 23 22 27 20 22 42 23 21 2240 24 22 21 22 23 22 30 36 40 60 21 55 22 31 25 22 79 30 29 25
leaf_count=21 21 23 22 27 20 22 42 23 21 2240 24 22 21 22 23 22 30 36 40 60 21 55 22 31 25 22 79 30 29 25
internal_value=0 -2.36324e-05 1.03619e-05 4.26708e-05 -1.84415e-05 1.94166e-05 -0.000582433 0.000202895 0.000101757 2.42391e-05 -8.90975e-05 -0.000401756 -0.000157165 -0.00222644 0.000688497 0.00497955 -8.64361e-05 -0.000644289 -0.00175277 -0.00353084 -0.000639995 -0.00178438 -0.00105901 -0.00432867 0.00041676 0.00142603 0.0020043 0.000775759 0.00295585 0.00557124
internal_weight=0 3100 3077 3056 3029 3009 703 2306 2284 2263 681 639 617 179 438 67 371 158 136 100 341 238 217 78 56 44 103 139 84 55
internal_count=3121 3100 3077 3056 3029 3009 703 2306 2284 2263 681 639 617 179 438 67 371 158 136 100 341 238 217 78 56 44 103 139 84 55
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=31
num_cat=0
split_feature=1177 1176 11 1420 155 11 11 2 16 48 482 484 484 1456 13 2 52 155 1425 4 0 0 2 1 2 4 13 42 52 51
split_gain=0.0262671 0.0445401 0.0379396 0.0482919 0.0559949 0.0565568 0.0663217 0.0786472 0.0456734 0.0567538 0.0421134 0.0682786 0.0425767 0.044657 0.099844 0.183586 0.0444354 0.0603173 0.0527285 0.0586464 0.158935 0.0532796 0.0574331 0.291367 0.172524 0.227854 0.33385 0.13883 0.102382 0.14094
threshold=-0.079504999999999978 1.0000000180025095e-35 0.10458500000000001 0.056520000000000008 0.14547000000000002 0.095165000000000013 0.080455000000000013 0.088850000000000012 0.46043000000000006 0.087215000000000015 0.11816500000000001 0.29764000000000007 0.13733500000000001 -0.090954999999999994 -0.084034999999999985 0.09142500000000002 -0.56022499999999986 0.11814000000000001 0.082985000000000017 -0.51253999999999988 0.11070500000000001 0.18019500000000002 1.0000000180025095e-35 0.085345000000000018 0.084055000000000005 -0.10429499999999998 -0.0069799999999999992 0.085730000000000015 0.4002400000000001 0.093135000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 10 -8 9 -9 11 12 13 14 -2 -16 -15 18 19 20 -18 22 23 -21 25 -24 27 -27 -26 -30
right_child=1 -3 -4 -5 -6 -7 7 8 -10 -11 -12 -13 -14 16 15 -17 17 -19 -20 21 -22 -23 24 -25 28 26 -28 -29 29 -31
leaf_value=0.0025789518219729267 -0.0066451238355401789 -0.0045160480203445662 0.0034248190717335093 -0.0048153684341481762 0.0050233047032220805 -0.0041571829411568067 0.0072826704431253556 -0.0043786326229261858 0.0042945634424686437 0.0026530548147010533 0.003365831868723035 -0.0059465324319899083 0.0037971193153810293 0.0033865518943482151 0.0076393728906987233 -0.0055984790542755623 -0.0093642811019284036 -0.0054410930789474937 0.0045102613167837266 -0.012708953986875713 0.0019207289979721492 -0.0050543557564240137 -0.0062100768880918623 -0.00043851041077908016 -0.00017782590609010675 0.00049339318814288296 0.016767821744793937 0.0088249500109148886 0.00096677985275164249 0.0096085370108485238
leaf_weight=39 33 22 32 21 22 33 26 24 25 22 35 20 28 37 20 22 24 21 25 20 26 21 20 597 1685 70 21 28 77 25
leaf_count=39 33 22 32 21 22 33 26 24 25 22 35 20 28 37 20 22 24 21 25 20 26 21 20 597 1685 70 21 28 77 25
internal_value=0 -3.26344e-05 -4.00678e-07 -3.65985e-05 -3.22499e-06 -4.02714e-05 5.75094e-06 0.00257725 0.000854142 -0.00101565 -8.16171e-05 -0.000124405 -8.28179e-05 -0.000122009 -0.00252891 0.00070526 -5.50765e-05 -0.000102949 -6.04702e-05 -0.000104184 -0.00349608 -3.80396e-05 3.38493e-06 -0.000836256 0.000272366 0.00366589 0.00532572 0.00287384 8.40449e-06 0.00308486
internal_weight=0 3082 3060 3028 3007 2985 2952 97 71 46 2855 2820 2800 2772 75 42 2697 2660 2639 2614 50 2564 2543 617 1926 139 119 98 1787 102
internal_count=3121 3082 3060 3028 3007 2985 2952 97 71 46 2855 2820 2800 2772 75 42 2697 2660 2639 2614 50 2564 2543 617 1926 139 119 98 1787 102
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=31
num_cat=0
split_feature=13 13 4 403 403 3 3 1371 4 0 4 133 42 160 3 133 43 15 1 52 43 43 159 49 0 484 1453 153 42 3
split_gain=0.0262591 0.095994 0.301132 0.082622 0.22966 0.0794814 0.0913859 0.16037 0.0938385 0.197595 0.16104 0.399411 0.152484 0.180631 0.122125 0.248271 0.123467 0.234242 0.0900653 0.138017 0.0824141 0.217542 0.191968 0.183682 0.10562 0.214111 0.0723413 0.0709337 0.0694789 0.0685305
threshold=-0.059629999999999996 -0.051094999999999995 -0.036839999999999991 -0.54631999999999992 -0.53101999999999994 -0.088494999999999976 -0.087319999999999995 0.083235000000000017 -0.082109999999999975 -0.086934999999999985 -0.080094999999999986 -0.022174999999999997 0.086135000000000003 -0.020569999999999995 -0.085384999999999975 0.086910000000000015 -0.088249999999999981 -0.047714999999999987 0.078340000000000007 -0.031059999999999997 -0.08231999999999999 -0.081779999999999978 0.087410000000000015 -0.014169999999999999 -0.084144999999999984 -0.081869999999999984 -0.076894999999999977 0.082840000000000011 0.084635000000000016 -0.080564999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 18 -7 8 9 -8 11 -10 -11 -14 15 -12 17 -16 19 28 22 -22 23 -18 25 -25 -6 -28 -1 -23
right_child=1 3 -4 4 26 6 7 -9 10 12 14 -13 13 -15 16 -17 20 -19 -20 -21 21 29 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0058113899943418798 -0.013549446926585267 -0.0051041256608159256 0.0030132534954210987 0.009658007591497153 -0.0054314615598951392 -0.0049245257861912257 0.011267178611491215 0.0078099420216555405 0.0015738081242571669 0.0055505723119355166 -0.0094743321274443973 -0.012979852912637094 0.0042093187975494762 -0.0073350379977262375 -0.00090193522919435054 0.0022881309988031931 -0.0077483344271227165 0.012108014881610871 0.00030645337077318233 0.0105223357311583 0.0081627345417759258 -0.001928943841476809 -0.010762943627990107 -0.00082025090565106696 -0.0022324527990636662 0.012726837620139124 -2.7217167502832067e-05 -0.0060240089124999939 -0.0022476231962766336 0.00052079353098217574
leaf_weight=20 21 33 23 24 26 36 22 27 44 39 38 33 23 33 31 34 27 25 91 28 35 137 22 28 38 20 1434 20 23 686
leaf_count=20 21 33 23 24 26 36 22 27 44 39 38 33 23 33 31 34 27 25 91 28 35 137 22 28 38 20 1434 20 23 686
internal_value=0 -0.000286278 -0.00489167 -0.000154438 -4.58347e-05 0.000293899 4.75762e-05 0.000180956 2.43152e-05 0.00272742 -0.000239678 -0.00466348 0.000749794 -0.00259361 6.41871e-05 -0.00391984 0.000337638 0.00490608 0.00238917 0.00505856 8.00015e-05 0.000441369 -0.00221669 -0.000552819 0.00170624 0.00482437 -0.000203194 -0.000109704 0.00150076 0.000113
internal_weight=0 1581 44 1537 1504 1540 1378 1342 1315 117 1198 77 95 56 1121 72 1049 56 162 71 993 858 135 113 86 48 1480 1454 43 823
internal_count=3121 1581 44 1537 1504 1540 1378 1342 1315 117 1198 77 95 56 1121 72 1049 56 162 71 993 858 135 113 86 48 1480 1454 43 823
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=31
num_cat=0
split_feature=1447 2 2 1447 0 2 0 483 473 1213 1210 1 52 2 4 12 403 0 401 48 48 132 149 132 51 51 15 15 403 133
split_gain=0.0305197 0.103372 0.195672 0.0606476 0.133068 0.152536 0.056642 0.0468606 0.036097 0.0339974 0.185627 0.0831357 0.0866774 0.179321 0.122281 0.0615575 0.133997 0.0846195 0.0428597 0.0414231 0.16273 0.0774364 0.0705675 0.0644314 0.065197 0.125406 0.127767 0.092814 0.0830162 0.157468
threshold=-0.085804999999999979 0.083715000000000026 0.086950000000000013 -0.083354999999999985 -0.086409999999999987 0.084715000000000013 -0.082009999999999986 0.086010000000000017 0.077695000000000014 0.060985000000000004 -0.062539999999999984 0.089175000000000018 0.08734500000000002 0.086285000000000014 -0.073934999999999987 0.091085000000000013 -0.084674999999999986 -0.083804999999999977 -0.47060499999999994 0.083685000000000009 0.085845000000000019 0.091615000000000016 1.0000000180025095e-35 0.088210000000000011 0.14330000000000001 0.11794000000000002 -0.033689999999999991 -0.07490999999999999 0.093545000000000003 -0.082724999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 7 -4 9 18 -11 12 15 -14 -15 16 17 -12 -5 -20 -21 22 23 24 25 26 27 28 29 -22
right_child=3 2 6 8 5 -7 -8 -9 -10 10 11 -13 13 14 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0035864270649229486 -0.0032612928056291175 -0.0095148773762048222 -0.0051826792007142845 0.0044741581473499532 0.012744180331937969 0.00039363586343824867 0.0044841568311676386 0.0014214771090164072 0.0035096034604317414 0.010088207187973673 -0.0016630438958398172 -0.0047420895626318869 -0.0089484126185593402 0.005541101359995082 -0.0041436708299443124 -0.0016435244489305962 0.0096089228120600362 0.0064496087236329911 -0.00037252895066997932 0.006830921910034541 -0.0074592611353312219 0.0039006047326197129 -0.0054485645778477197 -0.00552370525081642 -0.0040427202562568713 0.0075020860880613332 0.00665019363805186 -0.0062442323898067118 0.0063220787787577146 0.00045039946472902976
leaf_weight=30 21 32 22 20 20 20 20 21 29 21 36 29 23 32 22 24 29 20 2110 39 28 49 25 20 32 25 28 25 20 249
leaf_count=30 21 32 22 20 20 20 20 21 29 21 36 29 23 32 22 24 29 20 2110 39 28 49 25 20 32 25 28 25 20 249
internal_value=0 -0.00153094 -0.00314696 6.38745e-05 0.00318474 0.00656891 8.75431e-05 -0.00195739 -9.88447e-07 -3.60219e-05 0.00111445 0.00023794 0.0010144 -0.00155401 0.00159545 0.00282878 0.00409155 0.00123433 -0.000137711 -0.000172518 0.000609007 0.000124666 -0.000284672 1.76636e-05 0.000289967 0.000659689 0.000170947 -0.000392466 0.000100107 -0.000349133
internal_weight=0 125 95 2996 61 40 63 43 2935 2906 236 215 186 77 54 109 85 56 2670 2650 540 501 452 427 407 375 350 322 297 277
internal_count=3121 125 95 2996 61 40 63 43 2935 2906 236 215 186 77 54 109 85 56 2670 2650 540 501 452 427 407 375 350 322 297 277
is_linear=0
shrinkage=0.1


Tree=600
num_leaves=31
num_cat=0
split_feature=133 13 50 4 52 1210 15 3 1210 403 158 1456 159 2 159 158 132 148 42 4 474 42 42 151 151 12 50 51 12 12
split_gain=0.0295795 0.0292136 0.0781199 0.0997943 0.116483 0.0765741 0.130226 0.195666 0.0685321 0.13471 0.0717368 0.113393 0.0784332 0.21652 0.0969088 0.121241 0.132898 0.094864 0.114885 0.344566 0.242675 0.149746 0.14742 0.0894802 0.0823131 0.0780047 0.0811182 0.132093 0.0862666 0.21026
threshold=-0.54084999999999994 -0.066634999999999986 0.14101500000000003 -0.17966999999999997 0.084505000000000011 -0.07983999999999998 0.09006500000000002 -0.089089999999999989 -0.077744999999999995 -0.0051499999999999992 0.11817500000000002 -1.0000000180025095e-35 0.11389500000000001 0.090310000000000015 0.10684 0.10584500000000001 0.10948500000000001 -0.079019999999999993 0.083715000000000026 -0.07533999999999999 0.083455000000000015 0.075730000000000006 0.083935000000000023 -0.15340499999999999 -0.088279999999999983 -0.094384999999999983 -0.13200999999999999 -0.21316999999999997 0.083715000000000026 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -3 9 -5 12 -12 14 -14 15 16 17 -10 19 -19 21 -21 -20 -24 -25 -26 -27 -28 -29 -30
right_child=1 5 -4 8 -6 -7 -8 -9 10 -11 11 -13 13 -15 -16 -17 -18 18 22 20 -22 -23 23 24 25 26 27 28 29 -31
leaf_value=0.0028106366548485851 3.7819739769805565e-05 -0.0058522589441791584 -0.0057657150196887205 0.0072523161605302549 0.010450055698553722 -0.00016070856714937997 -0.0098535285077311786 0.0050153468060307209 0.0059571919783663295 -0.0026289774972776125 0.0091833896617489787 -8.5039688344819089e-05 -0.0095228445656116937 0.0018784462278644142 0.0056370208009837138 -0.0066510761570599351 0.0082085360493510968 -0.012236819009607039 0.0080359604956659805 -0.00094934367435053001 -0.010534737702636493 0.0066506143591167138 -0.0045287033868953589 0.0049237782223703896 0.0052914980316667685 0.0059103677218610593 -0.007712689025894455 -0.0031473997892630273 0.010445276000536978 3.7313010889165166e-05
leaf_weight=37 22 37 21 37 21 1529 22 30 26 22 22 33 31 36 31 27 20 30 24 100 21 35 40 37 28 22 23 79 20 658
leaf_count=37 22 37 21 37 21 1529 22 30 26 22 22 33 31 36 31 27 20 30 24 100 21 35 40 37 28 22 23 79 20 658
internal_value=0 -3.37203e-05 0.000289618 0.00037762 0.00512287 -0.000326684 -0.0031781 -0.000986167 0.000232081 0.00356777 8.55393e-05 0.00362233 -6.54883e-05 -0.00339678 0.00011731 -2.64811e-05 0.000127314 -1.40894e-05 -0.000153081 -0.00242203 -0.000534566 0.00102102 0.000300221 9.55267e-05 0.000308871 0.000103146 -7.79936e-05 -0.000246896 -2.00622e-05 0.000344333
internal_weight=0 3084 1466 1445 43 1618 89 67 1402 59 1343 55 1288 67 1221 1190 1163 1143 1117 186 156 135 931 907 867 830 802 780 757 678
internal_count=3121 3084 1466 1445 43 1618 89 67 1402 59 1343 55 1288 67 1221 1190 1163 1143 1117 186 156 135 931 907 867 830 802 780 757 678
is_linear=0
shrinkage=0.1


Tree=601
num_leaves=31
num_cat=0
split_feature=15 3 1176 4 11 9 1177 393 15 15 15 131 15 52 52 3 1186 15 0 0 481 52 12 42 1213 12 12 1443 3 14
split_gain=0.0269478 0.0579511 0.035109 0.0515953 0.0413493 0.0406449 0.0398025 0.041336 0.0434699 0.105226 0.0849616 0.0939468 0.0857015 0.0803521 0.110451 0.0882022 0.0795765 0.078827 0.425094 0.869734 0.139633 0.248813 0.169062 0.152235 0.156373 0.132432 0.23419 0.12624 0.122775 0.11393
threshold=-0.56368999999999991 0.63141500000000017 0.085730000000000015 0.59999500000000017 0.10458500000000001 0.099965000000000012 -0.047249999999999993 -0.089939999999999978 0.084510000000000016 0.084735000000000019 0.084195000000000006 0.095205000000000026 -0.059484999999999989 -0.23375999999999997 -0.096999999999999989 0.090900000000000009 0.084720000000000004 -0.0079099999999999986 -0.11013499999999998 -0.15350499999999997 -0.050084999999999991 0.095415000000000014 0.09141500000000001 0.08733500000000001 -0.0074849999999999995 0.085110000000000005 0.082095000000000015 0.088965000000000016 -0.0025099999999999996 0.081185000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 10 -10 11 16 -13 -11 -15 -16 17 27 19 -19 -20 23 -23 24 -22 26 28 29 -26 -9
right_child=1 -3 -4 -5 -6 -7 7 8 9 13 -12 12 -14 14 15 -17 -18 18 20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0032699794489890336 0.0044429373426828535 -0.0053918828442692766 -0.0030960906077072852 0.0037567080640410252 0.0036328071488007426 -0.0039006229421054877 -0.0041664101299829781 -9.1101950903648432e-05 0.0068205581494392119 0.0052205582318658184 -0.0060666582714766267 0.00016585846292161335 0.0052953682053556439 -0.0061029795729727662 0.00023834239767569489 0.0069550187420099972 0.0057272649414482572 0.0034072606610910348 0.0065823184214353278 -0.022991639117781931 -0.008143722406552676 -0.013408307194709779 -0.0012374016855444228 0.0061525993514806032 -0.0047663589398707117 -0.0022398947170216362 0.011816108329962431 -0.0079805839434266088 0.0032135239567018222 0.0075142894836608331
leaf_weight=25 20 20 36 37 31 27 24 1299 26 33 25 76 57 27 871 20 21 24 26 26 26 25 21 36 31 118 22 20 51 20
leaf_count=25 20 20 36 37 31 27 24 1299 26 33 25 76 57 27 871 20 21 24 26 26 26 25 21 36 31 118 22 20 51 20
internal_value=0 -2.64049e-05 8.48119e-06 4.52459e-05 -4.83115e-07 -3.83808e-05 -2.97148e-06 -3.33709e-05 8.2182e-07 0.000544042 -0.000275023 -0.000198778 0.00236422 0.000372444 0.000198166 0.00038911 -0.000391801 -0.00046544 -0.00168602 -0.0103202 -0.000473361 -0.00102926 -0.00785202 7.58317e-05 -0.00080628 5.30604e-05 0.00265468 -9.53453e-05 0.000196739 2.42186e-05
internal_weight=0 3096 3076 3040 3003 2972 2945 2925 2901 977 1924 1899 133 951 918 891 1766 1745 406 50 356 330 46 284 248 222 104 1339 82 1319
internal_count=3121 3096 3076 3040 3003 2972 2945 2925 2901 977 1924 1899 133 951 918 891 1766 1745 406 50 356 330 46 284 248 222 104 1339 82 1319
is_linear=0
shrinkage=0.1


Tree=602
num_leaves=31
num_cat=0
split_feature=399 399 1211 1213 399 1203 133 399 1203 401 402 43 402 52 1208 128 38 1209 15 131 131 131 16 132 16 402 150 43 4 43
split_gain=0.0264807 0.0379632 0.0367102 0.063958 0.0338537 0.0341293 0.102411 0.0974117 0.0571372 0.0309111 0.0335288 0.109116 0.0598578 0.139976 0.0850594 0.0640999 0.0549871 0.0485949 0.273182 0.0651123 0.112509 0.0835755 0.119125 0.0525225 0.18682 0.0534914 0.0563559 0.124866 0.209217 0.228425
threshold=0.10788500000000002 0.099080000000000015 0.11986000000000001 0.39818500000000007 0.091580000000000009 0.089005000000000015 -0.025314999999999994 0.088595000000000021 0.085960000000000023 -0.4686749999999999 -0.43418999999999991 -0.071044999999999983 -0.11626999999999998 0.086275000000000004 0.086590000000000014 0.11876500000000001 0.11100500000000002 0.087170000000000011 0.085935000000000025 0.11891000000000002 0.11657500000000001 0.10258000000000002 -0.083539999999999989 -0.22319499999999995 -0.072359999999999994 0.14968500000000004 0.083095000000000016 -0.089694999999999983 -0.010655 -0.11278499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 9 -1 11 -11 13 -12 15 16 17 19 -19 20 21 23 -23 24 -14 26 -25 28 -28 -30
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 10 12 -13 14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.0039261174155399209 0.0028177330990949872 -0.0036955368804878425 -0.0030449993102453078 0.0056790276477113365 0.0039135737124359532 0.0021755899265408518 -0.0065581704580209002 0.0062377835502848032 -0.0049956299678382025 0.0019071865755983669 -0.0012221203394224955 -0.0081923257512971758 0.0099199408284303819 0.0073232255759648982 -0.0046907209337521821 0.0044620461951126343 -0.0052640845847781751 -0.0017791258044202219 0.012083545415883974 -0.0051475297552533448 0.007451696330681443 0.0015159545888848327 -0.0071249327843244644 -0.00031289155193214439 -0.0032664334756277859 0.0040158147035981532 0.013138109748806096 0.0001243334873705839 -0.0053744577802717691 0.0076423175092453933
leaf_weight=20 33 28 39 20 22 25 29 25 23 23 41 20 22 36 39 32 20 44 21 25 20 27 39 2008 21 32 21 312 26 28
leaf_count=20 33 28 39 20 22 25 29 25 23 23 41 20 22 36 39 32 20 44 21 25 20 27 39 2008 21 32 21 312 26 28
internal_value=0 -3.01118e-05 3.42806e-06 4.27821e-05 5.21968e-06 -2.36436e-05 -0.00251476 2.23463e-05 -3.12351e-05 8.45247e-06 -1.89726e-05 -0.00279026 2.33748e-05 0.00277311 -5.39834e-05 1.30413e-05 -4.03601e-05 -8.76128e-07 0.00269958 -6.88846e-05 -1.92108e-05 -7.81297e-05 -0.00359002 1.57104e-05 0.00348008 -4.56691e-05 -9.99352e-05 0.00100502 0.00466866 0.00137498
internal_weight=0 3088 3060 3021 3001 2979 54 2925 2900 2877 2857 43 2814 77 2737 2698 2666 2646 65 2581 2556 2536 66 2470 43 2427 2395 387 75 54
internal_count=3121 3088 3060 3021 3001 2979 54 2925 2900 2877 2857 43 2814 77 2737 2698 2666 2646 65 2581 2556 2536 66 2470 43 2427 2395 387 75 54
is_linear=0
shrinkage=0.1


Tree=603
num_leaves=31
num_cat=0
split_feature=132 132 43 52 16 132 1203 132 15 43 52 16 1447 15 160 481 42 42 481 0 481 43 1 160 473 1177 43 1186 4 3
split_gain=0.029835 0.0464116 0.0327386 0.0645053 0.0569658 0.0402336 0.149889 0.0879342 0.162846 0.0868909 0.0502546 0.0973246 0.0402092 0.113042 0.248909 0.0612348 0.193518 0.263076 0.202251 0.263532 0.0944831 0.0822485 0.0777681 0.138394 0.0685264 0.0436504 0.0453887 0.0454778 0.0501072 0.045774
threshold=-0.43443999999999999 -0.26631499999999991 0.28064000000000006 0.091820000000000013 -0.083134999999999987 -0.083919999999999981 0.086085000000000009 -0.020824999999999996 0.086085000000000009 0.26450500000000005 0.084505000000000011 -0.085254999999999984 -0.085804999999999979 0.089165000000000008 -0.095794999999999977 -0.050084999999999991 0.088295000000000012 0.090090000000000017 -0.087424999999999989 -0.085384999999999975 -0.010159999999999999 -0.079584999999999975 0.085475000000000009 -0.061284999999999992 0.077695000000000014 -0.074249999999999997 0.21122500000000002 0.092410000000000006 -0.52556499999999995 -0.14847999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 6 10 8 -7 12 -3 -12 13 14 -9 16 18 -18 21 -20 -17 -14 23 -19 25 -22 27 28 -27 -30
right_child=1 2 3 -5 -6 7 -8 9 -10 -11 11 -13 15 -15 -16 20 17 22 19 -21 24 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0027485282115566616 0.0039488498835513986 -0.0032879914614725222 0.0035735105129953643 -0.0069429857842624194 -0.003281561356831204 -0.010409231594783942 0.0095215988556100507 -0.01339564929578046 0.00055205586761461966 0.0055948640984882208 0.0056978510181990363 -0.0022919272538274526 0.0042428901622770356 0.0035367292943798627 -0.00076582798222735735 -0.0063030558754689995 -0.011590463209140582 -0.0076230657193809758 0.017848444161271411 0.0033397581082798785 0.0038024088721080075 -0.0041255286530308098 0.0053655951203585702 0.0029809312152792701 0.005012034955951903 0.0040453492756932974 -0.0046219402246854523 -0.0044837066503849044 0.0013981466282768033 -0.00020297996626043435
leaf_weight=39 30 29 22 20 27 23 21 20 33 28 31 30 24 30 71 24 20 20 21 31 29 23 29 32 27 30 22 23 195 2117
leaf_count=39 30 29 22 20 27 23 21 20 33 28 31 30 24 30 71 24 20 20 21 31 29 23 29 32 27 30 22 23 195 2117
internal_value=0 3.47802e-05 -3.69362e-06 -0.00215717 -0.000203774 4.61186e-05 0.00191421 -2.60814e-05 -0.0039499 5.19492e-05 0.000139153 0.00176845 -3.71857e-06 -0.00178665 -0.00354161 7.71719e-05 0.00176007 -0.00131959 0.00490194 0.00919904 -5.92606e-05 0.000147706 0.00121643 -0.00109753 2.07832e-06 -5.39104e-05 -0.000100761 -5.87039e-05 -1.52474e-05 -6.79368e-05
internal_weight=0 3082 3052 69 49 2983 111 2872 56 2816 90 61 2788 121 91 2667 200 101 99 52 2467 47 81 52 2443 2416 2387 2365 2342 2312
internal_count=3121 3082 3052 69 49 2983 111 2872 56 2816 90 61 2788 121 91 2667 200 101 99 52 2467 47 81 52 2443 2416 2387 2365 2342 2312
is_linear=0
shrinkage=0.1


Tree=604
num_leaves=31
num_cat=0
split_feature=1451 1451 50 50 42 2 43 473 475 1429 157 15 1375 49 457 12 475 43 0 1372 457 454 471 456 4 0 4 40 3 3
split_gain=0.0275548 0.0482036 0.0349608 0.0742692 0.0638919 0.107354 0.0743013 0.0436089 0.0441973 0.116075 0.121468 0.0941628 0.0513792 0.11987 0.129126 0.135376 0.103711 0.310009 0.0987303 0.0629474 0.106776 0.0848537 0.0522616 0.051582 0.202023 0.11385 0.0955619 0.0852875 0.0730858 0.837919
threshold=0.089825000000000002 0.081365000000000007 -0.23848499999999997 -1.0000000180025095e-35 0.094525000000000012 0.113445 -0.077824999999999991 -0.072684999999999986 -0.088274999999999978 0.086095000000000019 -0.0031149999999999993 -0.010414999999999999 0.083585000000000007 -0.0081349999999999981 -0.107555 0.083985000000000018 -0.085684999999999997 -0.082689999999999986 -0.087519999999999987 -0.065504999999999994 -0.14941999999999997 -0.011179999999999997 0.090100000000000013 0.060100000000000008 -0.015039999999999998 -0.085034999999999986 -0.52556499999999995 -0.23755499999999996 -0.081054999999999974 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -5 9 10 -9 -12 16 14 -14 -16 17 -10 -15 -18 -21 -22 23 26 -25 -26 -23 -28 -29 -30
right_child=-2 -3 3 7 -6 -7 -8 8 12 -11 11 -13 13 18 15 -17 19 -19 -20 20 21 22 -24 24 25 -27 27 28 29 -31
leaf_value=0.0070145621012973908 0.0028743104876467087 -0.0046949036631055855 -0.0046346375412706815 0.004434709725054828 0.0066341771334092227 -0.0052921825564805078 -0.0012382887070998549 -0.0099758085282519466 0.013499743087132546 0.0027348968953661186 0.0028093242077156903 -0.0063964616972953083 0.0015729706099426204 -0.0021277974925136994 -0.013166687916964293 -0.00231688696405162 -0.0042299622430137414 -0.0024918473222189479 0.0069427733852838475 0.0070379949344152766 -0.0053370646554334418 -0.0052339967393449371 0.0039403945926044671 0.0083117289494516119 0.0018959033354185523 -0.006483102238659437 0.0063741855678104229 0.00053922135933344158 -0.020870556505396962 -0.000229905334904165
leaf_weight=24 33 22 35 22 22 22 20 25 22 34 25 20 22 28 23 23 34 27 21 22 29 35 35 36 50 24 21 1161 20 1184
leaf_count=24 33 22 35 22 22 22 20 25 22 34 25 20 22 28 23 23 34 27 21 22 29 35 35 36 50 24 21 1161 20 1184
internal_value=0 -3.07164e-05 2.75133e-06 -5.52962e-05 0.00196713 0.00041145 0.00326327 -8.35778e-07 -3.42428e-05 -0.0020587 -0.00438702 -0.00128214 4.04975e-05 -0.00201109 -0.00472819 -0.00774179 0.000129399 0.00468805 0.00175959 4.51392e-05 0.000100681 4.18678e-05 0.000102659 4.95883e-05 0.00216748 -0.000821612 -4.66398e-05 2.9453e-05 -2.6885e-05 -0.000572773
internal_weight=0 3088 3066 2978 88 66 44 2943 2921 104 70 45 2817 117 68 46 2700 49 49 2651 2617 2595 2566 2531 110 74 2421 2386 2365 1204
internal_count=3121 3088 3066 2978 88 66 44 2943 2921 104 70 45 2817 117 68 46 2700 49 49 2651 2617 2595 2566 2531 110 74 2421 2386 2365 1204
is_linear=0
shrinkage=0.1


Tree=605
num_leaves=31
num_cat=0
split_feature=133 43 0 42 2 399 399 1208 1209 1208 1209 131 131 131 399 1211 12 401 1213 1213 16 12 15 15 403 403 52 15 15 2
split_gain=0.0266735 0.0274061 0.086692 0.116485 0.0893851 0.0444301 0.0626767 0.0303941 0.0928531 0.107607 0.165214 0.0552824 0.0782006 0.0715239 0.042659 0.0430201 0.0955089 0.0849457 0.0495905 0.243871 0.184239 0.117818 0.0675359 0.193274 0.0496365 0.0583951 0.11396 0.0504385 0.142615 0.336292
threshold=-0.54084999999999994 0.28064000000000006 -0.097024999999999986 -0.065479999999999997 0.097385000000000013 0.10153500000000001 0.093190000000000009 0.11846000000000001 0.11495000000000001 0.10233500000000001 -0.094304999999999986 0.13702500000000004 0.11891000000000002 0.11684000000000001 -0.087854999999999989 0.11013500000000002 0.095175000000000023 -0.13200999999999999 0.060985000000000004 0.084620000000000015 -0.010264999999999998 0.085495000000000015 0.084655000000000022 0.087575000000000014 -0.45015499999999992 -0.12877499999999997 0.084505000000000011 -0.07490999999999999 -0.084564999999999987 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 6 7 8 9 10 -2 12 13 14 -12 17 -17 -16 24 -20 21 -21 -23 -24 -19 26 -26 28 -27 -30
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 15 16 -18 18 19 20 -22 22 23 -25 25 27 -28 -29 29 -31
leaf_value=0.0026690049021429307 -0.008445209618556597 0.0036278085627903544 -0.0090477611171081666 -0.0052799285163928292 0.0028488923949489911 0.0044015636657486149 -0.0055897588143125178 0.0035714440612840317 -0.0061962280655279761 0.0070166409523649657 0.0045282836981295127 0.0048434998723678293 -0.0046071753099871183 0.0057628444237211212 0.0053597907473643619 -0.0060418792301788933 0.00129422928871853 0.0030458247279558258 0.010782077146228404 0.0089476696556084791 -0.0066105724079534413 0.004120975016672729 -0.0073792428292077166 0.0039782549104382912 0.0006149810430924258 3.0369698519608912e-05 -0.0085634907707571994 -0.00045535451257428102 0.00036375570963681134 0.012698886059637694
leaf_weight=37 23 24 24 24 31 23 20 24 24 22 21 24 36 22 30 36 35 49 25 20 32 33 29 31 31 791 24 1468 77 31
leaf_count=37 23 24 24 24 31 23 20 24 24 22 21 24 36 22 30 36 35 49 25 20 32 33 29 31 31 791 24 1468 77 31
internal_value=0 -3.20211e-05 -0.00163574 -0.0032348 -0.000698229 2.33909e-05 -1.06517e-05 2.73273e-05 -1.86243e-06 4.95787e-05 -3.86463e-06 6.43782e-05 2.37193e-05 8.358e-05 3.83597e-05 3.97296e-06 -0.00242549 6.85524e-05 8.44746e-06 0.00166051 8.78284e-05 0.00198472 0.000487312 -0.0015112 -0.000105211 -0.000168961 -0.00339017 -9.41121e-05 0.00049577 0.00390439
internal_weight=0 3084 103 79 55 2981 2958 2938 2914 2890 2868 2845 2821 2785 2763 2742 71 2671 2641 170 145 113 93 60 2471 2422 55 2367 899 108
internal_count=3121 3084 103 79 55 2981 2958 2938 2914 2890 2868 2845 2821 2785 2763 2742 71 2671 2641 170 145 113 93 60 2471 2422 55 2367 899 108
is_linear=0
shrinkage=0.1


Tree=606
num_leaves=31
num_cat=0
split_feature=1213 394 3 3 42 0 1210 0 401 1210 1209 401 402 1203 1201 399 403 399 1213 1212 402 403 52 43 403 403 3 2 128 128
split_gain=0.0245934 0.0837251 0.0710877 0.14418 0.0909563 0.0708084 0.0537779 0.304354 0.178397 0.0880358 0.0416239 0.0448362 0.0455035 0.0502137 0.0473612 0.0944442 0.0508354 0.0693867 0.0368537 0.0433635 0.0557682 0.0995033 0.119558 0.162417 0.0604233 0.118024 0.0708323 0.0707968 0.0555248 0.0870008
threshold=-0.088419999999999985 -0.00058999999999999992 -0.081924999999999984 -0.091054999999999983 0.086730000000000015 -0.084044999999999995 -0.086074999999999985 -0.071719999999999992 0.10192000000000001 -0.081369999999999984 -0.084629999999999997 0.11916500000000001 0.11375000000000002 0.10749000000000002 -0.064749999999999988 0.10788500000000002 -0.55157999999999985 0.099080000000000015 -0.086394999999999986 -0.069964999999999986 -0.10435999999999998 -0.072624999999999981 0.10160000000000001 -0.079109999999999986 -0.121015 -0.21666999999999997 -0.080934999999999993 0.085785000000000014 0.11876500000000001 0.10001500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5 7 8 -2 -8 -11 12 13 14 -12 16 -16 18 -18 -20 21 22 23 -21 25 26 27 -22 29 -26
right_child=6 2 4 5 -6 -7 9 -9 -10 10 11 -13 -14 -15 15 -17 17 -19 19 20 24 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0070440780282730155 -0.014105534282597629 0.004776783607138152 0.0065868297952317431 -0.00057137291666797623 0.00015964785825896177 -0.0080405368136416671 0.0062923443546010691 0.006648544962941246 -0.0012198598966712045 0.0040888210215295354 -0.0038412753908607343 -0.0044905450706289197 0.0043723786249756811 0.0046643905172293844 -0.0043056454710212761 0.0061595766552879168 -0.0035954857469889627 -0.0058213672733732633 -0.0043336884543785587 -0.00032714793028739786 0.0059471627364733395 -0.0034317005139130816 -0.0015280174848157912 0.0097296359447119323 6.1625440046774187e-05 -0.0093521185847930607 -0.0046297231223434215 -0.0016232853312976659 0.0043737849991383219 -0.0041553349250461908
leaf_weight=21 22 22 31 22 76 30 22 22 21 24 34 23 23 22 29 24 29 21 23 26 21 26 32 42 2274 20 30 30 29 50
leaf_count=21 22 22 31 22 76 30 22 22 21 24 34 23 23 22 29 24 29 21 23 26 21 26 32 42 2274 20 30 30 29 50
internal_value=0 0.0010671 0.000373635 -0.00200942 0.00202173 -0.00488051 -7.3845e-05 -0.00291801 -0.00781253 -9.06891e-06 -5.80206e-05 -9.34637e-05 -5.71502e-05 -9.40363e-05 -0.000132243 -8.56398e-05 -0.000141525 -9.60073e-05 -5.03263e-05 -1.08297e-05 2.77074e-05 0.00207951 0.00351242 0.0058844 -7.76418e-05 -0.0024727 -0.000774072 0.00149396 2.51633e-05 -2.91009e-05
internal_weight=0 202 181 74 107 52 2919 65 43 2854 2832 2808 2785 2762 2740 2706 2682 2653 2632 2603 2580 126 100 68 2454 101 81 51 2353 2324
internal_count=3121 202 181 74 107 52 2919 65 43 2854 2832 2808 2785 2762 2740 2706 2682 2653 2632 2603 2580 126 100 68 2454 101 81 51 2353 2324
is_linear=0
shrinkage=0.1


Tree=607
num_leaves=31
num_cat=0
split_feature=131 400 400 133 1204 400 1204 1204 131 131 131 131 52 399 132 15 15 12 403 15 42 1213 160 15 1454 15 1213 403 2 484
split_gain=0.0260103 0.0563255 0.0394316 0.0376393 0.037815 0.07051 0.0625841 0.0746212 0.0327191 0.0504517 0.0822913 0.0730759 0.0472149 0.0412628 0.0470444 0.038884 0.0962127 0.574088 0.0695699 0.0662306 0.193226 0.239913 0.232147 0.144328 0.14114 0.118004 0.103318 0.0982757 0.126627 0.0890289
threshold=0.13857500000000003 -0.26025499999999996 0.23559000000000002 -0.5336749999999999 -0.085719999999999977 -0.082094999999999987 -0.082884999999999986 -0.081484999999999988 0.11767000000000001 0.11495000000000001 0.11088500000000003 0.10725500000000002 0.092965000000000006 0.08845500000000002 -0.083174999999999985 0.084510000000000016 0.081070000000000017 0.08401500000000002 -0.082599999999999993 0.088850000000000012 0.088465000000000002 0.089630000000000015 -0.014869999999999998 0.087685000000000013 0.088250000000000009 0.084840000000000013 -0.091914999999999983 -0.0059799999999999992 0.085855000000000015 0.079595000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 -8 9 10 11 13 -10 15 -15 16 -9 -18 -19 20 21 22 -17 -22 29 -24 -27 28 -28 -21
right_child=-2 2 -4 4 6 -7 7 8 12 -11 -12 -13 -14 14 -16 19 17 18 -20 24 23 -23 25 -25 -26 26 27 -29 -30 -31
leaf_value=0.0048505483200036309 -0.0033504437776687352 -0.0031700916588306427 0.0043056090043440539 -0.0072898660902865238 0.0040190367046027227 0.00082872741825311738 -0.0056869884102564794 -0.00013136101114943576 -0.0010341102164238693 -0.0047818870283663278 0.0064172876020893461 -0.0057607408401302322 0.0053763842417134181 0.0066205033450387422 0.00043797981998068282 0.011009775997018037 -0.017827591087136951 -0.0024337527555568766 0.0047376737268942024 -5.1857308827443275e-05 0.011472056499042083 -0.009926615273579957 0.0069859274946477111 0.00080293695043240267 -0.0075770990714469624 0.0038800217400028095 -0.0082318543945439169 0.0012235378080125278 0.00084050230868160732 0.0055542846379103145
leaf_weight=24 23 38 21 20 39 23 23 1840 20 22 20 22 27 20 32 23 21 24 31 508 32 20 23 21 24 37 40 48 25 30
leaf_count=24 23 38 21 20 39 23 23 1840 20 22 20 22 27 20 32 23 21 24 31 508 32 20 23 21 24 37 40 48 25 30
internal_value=0 2.48742e-05 -1.28019e-05 -4.2506e-05 -3.08697e-06 -0.00294736 3.95119e-05 -1.34037e-05 3.14391e-05 -1.15237e-05 2.54168e-05 -1.98996e-05 0.00264851 2.52231e-05 0.00281587 -2.76031e-05 -0.000275379 -0.00376213 0.00160832 0.000543682 0.00183407 0.000506472 0.00157107 0.00724467 -7.39597e-05 0.000316216 -0.000706473 -0.00220825 -0.00474249 0.000260753
internal_weight=0 3098 3074 3053 3015 43 2972 2933 2910 2863 2841 2821 47 2799 52 2747 1916 76 55 831 269 216 196 53 562 173 150 113 65 538
internal_count=3121 3098 3074 3053 3015 43 2972 2933 2910 2863 2841 2821 47 2799 52 2747 1916 76 55 831 269 216 196 53 562 173 150 113 65 538
is_linear=0
shrinkage=0.1


Tree=608
num_leaves=31
num_cat=0
split_feature=149 148 14 151 150 1371 1375 13 457 147 448 14 448 16 0 15 49 12 0 4 0 403 42 43 15 49 4 10 52 124
split_gain=0.0244833 0.0462147 0.0493159 0.0600833 0.0549601 0.0489949 0.0520579 0.244392 0.0526135 0.0456632 0.0790977 0.0772706 0.0747842 0.0694884 0.114401 0.272896 0.10577 0.104137 0.0964853 0.250565 0.400718 0.134044 0.116731 0.163954 0.216811 0.217064 0.0947411 0.0844472 0.196615 0.0724806
threshold=0.089830000000000007 0.093475000000000016 0.10189000000000002 0.26665000000000005 0.13086 0.087810000000000013 -0.15308499999999997 -0.085744999999999988 0.10487 0.092780000000000015 -0.083689999999999987 0.086645000000000014 -0.076874999999999985 -0.52595999999999987 -0.17169499999999996 -0.087894999999999987 0.085350000000000023 0.090455000000000021 -0.10224499999999999 -0.0096849999999999974 -0.14226499999999997 -0.0076149999999999994 0.086375000000000021 0.055925000000000009 -0.088429999999999995 0.082865000000000008 0.24564500000000003 -0.088499999999999981 -0.075329999999999994 -0.087144999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 10 -8 12 -12 17 15 16 -15 -14 19 20 -16 -21 23 24 25 26 -23 28 -20 -29
right_child=-2 -3 -4 -5 -6 -7 8 -9 -10 -11 11 -13 13 14 18 -17 -18 -19 27 21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.01172006754204631 0.0021309721882165115 -0.0045025368423565575 -0.0045182027155533438 -0.0048492622906342146 0.0048397197504527869 -0.0044649281501430473 -0.0055877275615930566 -0.0029834424353724059 -0.0042950745731754328 0.003333911912271842 0.0056951686375490999 0.0061053265285279067 -0.0048311099904822189 -0.0026702175060143839 -0.0011467278848823089 0.013898888117400929 0.006132476803447519 0.0034357020352035767 0.0026235021301545206 -0.0060294216293714856 -0.015659960542495053 0.012858877463510172 -0.0030880987264063895 0.0094205882400274291 -0.0067271076516980041 -0.0029190729161904707 0.0037478282358497381 0.0041803988688333569 -0.0099281591578171818 0.00016979770243152957
leaf_weight=20 53 23 24 25 24 24 25 26 28 42 23 21 64 39 52 20 21 20 24 31 30 21 49 28 28 31 25 46 26 2208
leaf_count=20 53 23 24 25 24 24 25 26 28 42 23 21 64 39 52 20 21 20 24 31 30 21 49 28 28 31 25 46 26 2208
internal_value=0 -3.68128e-05 -3.0815e-06 3.27884e-05 7.35264e-05 3.50377e-05 7.16724e-05 0.00340939 1.87658e-05 6.07935e-05 1.22515e-05 6.21266e-05 1.65748e-05 -3.06954e-05 5.81059e-05 0.00378277 0.000410726 -0.00286282 -5.65432e-05 -0.00175932 -0.00645645 4.89644e-05 0.00108429 0.00262149 0.000808399 0.00354858 0.00790722 0.000161477 -0.00390336 0.000251647
internal_weight=0 3068 3045 3021 2996 2972 2948 46 2902 2874 2832 2807 2786 2763 2679 80 60 84 2599 295 82 213 182 133 105 77 46 2304 50 2254
internal_count=3121 3068 3045 3021 2996 2972 2948 46 2902 2874 2832 2807 2786 2763 2679 80 60 84 2599 295 82 213 182 133 105 77 46 2304 50 2254
is_linear=0
shrinkage=0.1


Tree=609
num_leaves=31
num_cat=0
split_feature=46 3 447 447 147 448 448 148 12 39 1 16 46 1 470 150 147 2 43 1452 1375 16 0 16 1455 12 2 4 16 4
split_gain=0.0270622 0.033525 0.0329087 0.0327581 0.0436553 0.034862 0.0437663 0.0460684 0.0377693 0.0640801 0.0760013 0.190414 0.0674372 0.0759254 0.0751744 0.057616 0.0519599 0.0581941 0.0761374 0.065379 0.0541931 0.108497 0.0702063 0.202548 0.0562363 0.0781347 0.0649718 0.0538723 0.136479 0.113446
threshold=-0.043074999999999995 0.63141500000000017 0.094580000000000011 0.089595000000000022 0.090830000000000008 -0.086659999999999987 -0.076874999999999985 -0.10069499999999999 0.22926500000000002 0.13507500000000003 0.14516000000000004 -0.073404999999999984 0.096120000000000011 0.13927000000000003 0.079700000000000007 0.13361500000000004 0.089365000000000014 0.14838000000000004 -0.05647499999999999 0.11815000000000002 0.089070000000000024 -0.026164999999999997 -0.23001499999999997 -0.095964999999999981 0.090900000000000022 0.09364500000000002 0.088475000000000012 1.0000000180025095e-35 -0.18708499999999997 -0.0063549999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 9 10 12 -12 13 14 15 16 17 19 -19 20 22 -22 23 -9 27 26 -26 28 -24 -30
right_child=1 -3 -4 4 -6 6 7 8 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00315219314975871 -0.0032911082584178076 -0.0039172758517617527 -0.0034754676295927277 -0.00019950957604400493 0.0061886199566652074 0.0037650389777075864 -0.0042028267455932041 -0.0035747873596847059 0.0039759048183138175 -0.0052648466657442246 0.010567029709067277 -0.0019239617795952094 0.0048498881382069425 -0.0055684634195640684 -0.00614130215253681 0.0045248392753170002 -0.0051129355840384963 -0.0010298759397119283 0.0072480284310877333 -0.0056150825031744764 -0.0085109393937851906 0.0010308692267594428 -0.0080546532245352864 0.0087280892825219777 2.9768560780212282e-05 -0.0012876899469928403 0.0070713401563759701 -0.00090937771681193897 2.2089844538647713e-05 0.0030277809925952602
leaf_weight=27 32 22 27 23 20 31 26 23 24 23 23 26 28 25 20 28 20 20 25 21 22 26 20 32 20 36 38 639 1638 136
leaf_count=27 32 22 27 23 20 31 26 23 24 23 23 26 28 25 20 28 20 20 25 21 22 26 20 32 20 36 38 639 1638 136
internal_value=0 -2.75078e-05 3.48569e-07 3.11686e-05 0.00277171 -8.08636e-06 2.72863e-05 -1.21388e-05 2.52652e-05 -7.55425e-06 3.46362e-05 0.00393916 -3.32806e-05 -8.23049e-05 -3.26833e-05 1.18401e-05 -3.46856e-05 2.98685e-06 0.00356896 -5.75446e-05 -1.31688e-05 -0.00334246 4.87235e-05 0.00358325 -2.82052e-05 0.0023718 0.00464321 -0.000120931 0.000159904 0.000252515
internal_weight=0 3094 3072 3045 43 3002 2970 2939 2913 2889 2866 49 2817 2789 2764 2744 2716 2696 45 2651 2630 48 2582 55 2527 94 58 2433 1794 1774
internal_count=3121 3094 3072 3045 43 3002 2970 2939 2913 2889 2866 49 2817 2789 2764 2744 2716 2696 45 2651 2630 48 2582 55 2527 94 58 2433 1794 1774
is_linear=0
shrinkage=0.1


Tree=610
num_leaves=31
num_cat=0
split_feature=1447 3 160 0 479 480 52 1446 471 474 471 1429 1429 11 12 43 157 133 12 52 14 4 49 0 1348 0 150 0 16 0
split_gain=0.0240495 0.0919901 0.0545551 0.067863 0.0507008 0.0469938 0.0452245 0.0526928 0.0290409 0.090514 0.0712522 0.0436276 0.075036 0.0413211 0.11977 0.22057 0.120913 0.0539895 0.0640618 0.0711854 0.0485542 0.263872 0.0482457 0.167881 0.101076 0.135769 0.104079 0.103184 0.223724 0.134902
threshold=-0.085804999999999979 -0.086224999999999982 -0.54913999999999985 -0.086409999999999987 0.098570000000000005 -0.088394999999999987 -0.010034999999999999 0.084825000000000025 0.090250000000000011 0.10008000000000002 0.086855000000000016 -0.23587499999999997 -0.13895999999999997 0.077290000000000011 0.085250000000000006 -0.15879999999999997 1.0000000180025095e-35 -0.082724999999999979 0.09334000000000002 -0.21968999999999997 0.054835000000000009 -0.065794999999999979 -0.008964999999999999 -0.21861499999999998 0.087500000000000008 -0.23091999999999999 0.083895000000000011 -0.089964999999999976 -0.011734999999999997 -0.097024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -3 -8 10 -10 11 -7 -13 20 -15 -16 17 -17 -19 -20 22 -22 24 -24 25 -14 27 29 -29 -27
right_child=2 6 4 -5 -6 8 7 -9 9 -11 -12 12 13 14 15 16 -18 18 19 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0059836917542270386 -0.0007912471585552254 0.003772223180231567 0.0047630171762735006 0.0068518448406114027 -0.0036756196084457475 -0.0042249004434173308 -0.0043516195282853878 0.0013084561723333442 -0.0023397476398923363 0.005403367678324382 -0.0048791540363648288 0.0061601655208505697 -0.0079562420555358317 0.0076166912852958946 -0.0078117804752697272 -0.00045459034542242693 -0.0029620079707135174 0.0099564861262305872 -0.0012573605435318314 0.0063948126329529675 -0.011403185011692006 0.0031203206010355523 0.0065970558975823228 5.442967352753106e-05 0.004315805826199187 -0.0033913832864177849 0.00040036272113211455 -0.01399346882985397 -0.002150080595486637 0.0051210000364366797
leaf_weight=32 21 26 21 26 37 24 29 38 26 36 30 20 29 27 27 21 34 21 20 31 22 29 40 2009 34 52 250 22 58 29
leaf_count=32 21 26 21 26 37 24 29 38 26 36 30 20 29 27 27 21 34 21 20 31 22 29 40 2009 34 52 250 22 58 29
internal_value=0 -0.00135901 5.67009e-05 0.00343685 2.82952e-06 4.95681e-05 0.000232281 -0.00114143 1.53299e-05 0.00215625 -3.15903e-05 2.03664e-05 5.70822e-05 1.27767e-05 0.00147324 0.000396139 0.00214113 0.00400679 0.00530803 0.00339396 -8.99208e-05 -0.00314472 -2.8171e-05 0.000182153 -0.000937356 -0.00134328 -0.000876675 -0.00285965 -0.00540701 -0.00034374
internal_weight=0 125 2996 47 2949 2912 93 67 2891 62 2829 2799 2775 2755 181 154 127 93 72 51 2574 51 2523 2049 474 440 411 161 80 81
internal_count=3121 125 2996 47 2949 2912 93 67 2891 62 2829 2799 2775 2755 181 154 127 93 72 51 2574 51 2523 2049 474 440 411 161 80 81
is_linear=0
shrinkage=0.1


Tree=611
num_leaves=31
num_cat=0
split_feature=1451 1453 52 1 52 1429 484 2 2 160 4 484 484 159 484 484 16 484 12 484 481 51 2 152 50 16 3 3 1 2
split_gain=0.0253332 0.0501409 0.0288856 0.0502016 0.0489589 0.0456741 0.0320082 0.134213 0.16178 0.125661 0.0921759 0.0585174 0.100396 0.0864702 0.0860554 0.183939 0.177787 0.075321 0.133388 0.114865 0.0722691 0.0601589 0.161746 0.0641737 0.0844257 0.0809873 0.0575983 0.331847 0.695107 0.141656
threshold=0.089825000000000002 -0.095239999999999991 -0.56176499999999996 0.099660000000000012 -0.55327499999999985 0.11725500000000001 0.098800000000000013 0.11474000000000002 0.10097500000000002 -0.098904999999999979 -0.0070899999999999991 0.091180000000000011 0.089115000000000014 0.10569000000000002 0.087235000000000021 0.085790000000000019 -0.0083599999999999976 0.079595000000000013 0.083985000000000018 0.062030000000000009 0.0028200000000000005 -0.43587999999999999 0.10060500000000001 0.087525000000000006 -0.23848499999999997 0.62682500000000008 -0.081334999999999977 -0.080634999999999984 0.084165000000000004 0.084855000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 11 8 9 10 -8 12 14 -13 15 17 -16 19 -19 20 21 22 -6 24 -23 26 29 28 -28 -26
right_child=-2 2 4 -5 5 -7 7 -9 -10 -11 -12 13 -14 -15 16 -17 -18 18 -20 -21 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0044023898036147542 0.0027560062325474892 -0.00075251178795676405 -0.0040580730993921557 0.0046840250971061847 -0.0030981613981092108 0.0045415528203276078 0.0037269170938192737 -0.0088806252394403734 0.0067554979262730262 -0.0076191983747713526 -0.0041336324424124686 0.006926679585206633 -0.0070857094039092766 -0.00066586903296411042 -0.0024320453731343154 -0.0071457327886795003 0.01045952556938257 0.0091244444719050088 -0.00055935487828471446 -0.0072240878753787423 0.0036183960375968712 0.004951409718981295 0.0079698199075796915 -0.0057599666342139245 0.0017838472889509045 -0.006478143490385265 -0.0013634111460444312 -0.00013207991718996141 -0.022935813509393485 -0.00050719871513860105
leaf_weight=26 33 33 30 35 23 22 35 21 26 29 26 30 20 30 20 36 23 25 33 22 55 33 31 20 459 20 59 1191 20 655
leaf_count=26 33 33 30 35 23 22 35 21 26 29 26 30 20 30 20 36 23 25 33 22 55 33 31 20 459 20 59 1191 20 655
internal_value=0 -2.94521e-05 7.67927e-06 0.00204571 -3.86086e-05 2.07426e-06 -3.18715e-05 -0.00152437 -0.000192639 -0.00219988 0.000376519 4.10243e-05 -2.65031e-05 0.00313041 2.53076e-05 -4.58483e-05 0.00446345 5.07488e-05 0.0036147 -2.91233e-05 3.25639e-05 -4.59789e-05 0.00325568 -0.000118543 -7.22447e-05 -0.000141205 -8.80428e-05 -0.000548397 -0.00682478 0.000436778
internal_weight=0 3088 3062 68 2994 2964 2942 137 116 90 61 2805 2745 60 2725 2682 43 2646 58 2588 2566 2511 54 2457 2437 2404 2384 1270 79 1114
internal_count=3121 3088 3062 68 2994 2964 2942 137 116 90 61 2805 2745 60 2725 2682 43 2646 58 2588 2566 2511 54 2457 2437 2404 2384 1270 79 1114
is_linear=0
shrinkage=0.1


Tree=612
num_leaves=31
num_cat=0
split_feature=13 133 0 0 13 133 13 0 16 1212 1211 4 12 12 12 480 159 4 133 16 157 1374 2 4 160 151 49 51 42 151
split_gain=0.0268977 0.0950672 0.0893387 0.146202 0.0857003 0.293816 0.165255 0.157976 0.149388 0.10736 0.106867 0.0921 0.0796075 0.185517 0.14222 0.141948 0.141647 0.135284 0.431233 0.120333 0.103804 0.128845 0.0778908 0.0872512 0.12932 0.0935408 0.0838776 0.0870871 0.121282 0.0965813
threshold=-0.077799999999999994 0.12330000000000001 0.11070500000000001 0.030935000000000004 -0.081029999999999977 0.092845000000000011 -0.081659999999999996 -0.050684999999999994 -0.040964999999999994 0.11387000000000001 0.087635000000000005 -0.011559999999999999 0.085785000000000014 0.08493500000000001 0.086095000000000019 0.086930000000000021 0.091070000000000012 -0.07533999999999999 -1.0000000180025095e-35 -0.0092699999999999987 -0.087424999999999989 0.085820000000000021 -0.045829999999999989 -0.020529999999999996 0.088020000000000015 -0.019324999999999998 0.10969000000000002 -0.085604999999999987 0.093775000000000011 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 8 7 9 -6 10 12 -10 13 15 -14 17 -16 18 -1 -15 -19 22 -22 -24 26 -26 27 -25 29 -29
right_child=-2 -3 -4 -5 5 -7 -8 -9 11 -11 -12 -13 14 19 16 -17 -18 20 -20 -21 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.0018673077031659585 -0.00023835645253715714 0.0056569993510052112 -0.0064111167006194597 0.0080541218572761867 0.013238076223060488 -0.0059690408087496108 -0.0071922662522410979 -0.0074403654594250301 5.1180450119883628e-05 -0.0059064067917427533 0.0063618901480610168 0.007507179426805427 0.0086646570735611026 -0.0024399368143777421 0.00036871659219534858 0.0079981079821110426 0.0083087102432424838 -0.0062063017836771909 -0.013748446597518133 -0.010676139932669079 0.006384988546117464 0.0084301456211782668 0.0059598869886637353 -0.004588174692947756 -0.010399454422295094 -0.00072780528455041349 -0.0052020198580893604 0.0042040369953141518 -0.0048079100945456468 -0.0032845835224725307
leaf_weight=48 1881 33 20 24 20 29 32 27 37 27 30 30 25 68 352 23 24 20 28 24 22 23 24 22 20 20 22 124 22 20
leaf_count=48 1881 33 20 24 20 29 32 27 37 27 30 30 25 68 352 23 24 20 28 24 22 23 24 22 20 20 22 124 22 20
internal_value=0 0.000361571 0.000216792 0.000328467 0.000169038 0.002748 -0.000116693 0.000106379 0.00565368 0.000312616 0.000487344 0.00338969 0.000298046 -0.000506288 0.00136113 0.000351166 0.000875525 -7.26409e-05 -0.00388586 -0.00458851 0.000782241 0.00122039 0.000660177 0.000200521 -0.000352378 -0.00556363 0.000640241 0.00132391 0.00210744 0.00316395
internal_weight=0 1240 1207 1187 1163 116 1047 1015 87 988 961 67 931 530 401 438 376 415 76 92 339 319 296 274 250 40 210 188 166 144
internal_count=3121 1240 1207 1187 1163 116 1047 1015 87 988 961 67 931 530 401 438 376 415 76 92 339 319 296 274 250 40 210 188 166 144
is_linear=0
shrinkage=0.1


Tree=613
num_leaves=31
num_cat=0
split_feature=3 11 104 97 40 43 376 149 4 3 16 43 42 13 52 129 124 454 151 151 151 16 48 47 1 1 1452 4 3 3
split_gain=0.0249183 0.0383331 0.0557876 0.0259873 0.0267984 0.116887 0.0627204 0.0399776 0.119969 0.0643669 0.059699 0.0449648 0.0518648 0.0715775 0.0788656 0.0724312 0.062293 0.0492755 0.0596981 0.0681152 0.0685821 0.208132 0.0676094 0.0761926 0.0987809 0.118888 0.0697001 0.0576193 0.074285 0.172684
threshold=0.63141500000000017 -0.072629999999999986 0.079665000000000014 -0.086244999999999988 0.051255000000000002 -0.070064999999999975 -0.18919999999999998 0.079625000000000015 -0.55119499999999988 -0.086049999999999988 -0.36241499999999999 -0.53814999999999991 -0.14609499999999997 0.030370000000000005 -0.010739999999999998 0.10359500000000001 0.091025000000000009 0.087240000000000012 0.26665000000000005 0.099460000000000007 0.009020000000000002 -0.095094999999999985 0.14505500000000002 0.13495000000000004 0.14000500000000002 0.14860500000000001 0.11815000000000002 0.36766000000000004 0.11658 0.10542000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 8 -8 -9 -11 -10 13 14 -13 -16 17 18 19 20 22 -22 23 24 26 -26 27 28 29 -14
right_child=-2 2 -4 4 5 -7 7 9 11 10 -12 12 16 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0043881526711629709 -0.0032793633315874185 0.0033832045150515829 -0.0047086632736027248 0.005633544409647584 -0.0064080985000116693 0.0022077345609432088 -0.0069392191953957091 0.0065768866026094958 0.0039359639109722497 0.0036585258329464329 -0.0037160392229755724 -0.0044734946917742496 2.0914341569917356e-05 0.0071100570423447574 0.0057149264453486967 -0.0015953876604528532 -0.0056643163750413807 0.0039674430185308055 -0.0051807388961922539 0.0043182897920321147 0.003037111157551408 -0.0094136916871728569 0.0045194027828983968 -0.0059654249449853196 0.010078914532260527 -0.00044028896161101087 -0.0060169579158537087 -0.0019684165160154948 0.0031746903514132314 -0.0088829178617081863
leaf_weight=20 23 23 25 20 31 32 25 24 29 23 21 21 2198 23 33 23 20 30 23 35 25 29 32 22 21 22 20 153 73 22
leaf_count=20 23 23 25 20 31 32 25 24 29 23 21 21 2198 23 33 23 20 30 23 35 25 29 32 22 21 22 20 153 73 22
internal_value=0 2.43465e-05 -4.00834e-06 3.45165e-05 9.09743e-06 -0.0020318 5.2433e-05 1.45565e-05 -4.20482e-05 0.0024111 0.000138847 1.83685e-05 -2.18475e-05 0.00221487 0.000752666 0.00271248 -0.000103929 -6.28168e-05 -0.000108016 -6.40218e-05 -0.000122631 -0.00364943 -4.83248e-05 -0.000106076 -5.46983e-05 0.004697 -0.000137554 -8.94807e-05 3.58909e-05 -6.73218e-05
internal_weight=0 3098 3078 3053 3030 63 2967 2947 2879 68 44 2854 2825 100 77 56 2725 2705 2675 2652 2617 54 2563 2531 2509 43 2466 2446 2293 2220
internal_count=3121 3098 3078 3053 3030 63 2967 2947 2879 68 44 2854 2825 100 77 56 2725 2705 2675 2652 2617 54 2563 2531 2509 43 2466 2446 2293 2220
is_linear=0
shrinkage=0.1


Tree=614
num_leaves=31
num_cat=0
split_feature=45 3 11 104 13 40 3 394 150 42 481 376 8 15 131 48 48 39 0 0 16 13 2 2 52 12 0 12 15 12
split_gain=0.0262634 0.0266316 0.103183 0.0426777 0.0279587 0.101361 0.109487 0.0860889 0.0794649 0.0920658 0.148963 0.0788904 0.115048 0.0664971 0.0858439 0.0661392 0.0697131 0.0645326 0.0813171 0.126668 0.105755 0.0640594 0.0623443 0.216714 0.238538 0.206535 0.142282 0.10658 0.145669 0.0927589
threshold=-0.067109999999999989 0.63141500000000017 -0.014494999999999999 0.079665000000000014 0.0015850000000000003 0.064905000000000018 -0.020429999999999997 -0.083324999999999982 0.093625000000000014 0.10077000000000001 -1.0000000180025095e-35 -0.18919999999999998 0.08573500000000002 -0.23060499999999998 0.089325000000000015 0.088965000000000002 0.10396500000000002 0.10308000000000002 -0.23811499999999999 -0.10474999999999998 -0.4179199999999999 0.19762500000000002 0.11018500000000002 0.12198500000000001 -0.5425549999999999 0.085440000000000016 -0.10324499999999999 0.092855000000000007 -0.077219999999999983 0.091085000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 11 6 7 -6 9 10 -9 -4 13 14 17 22 -17 18 -13 -20 -21 -11 25 24 -24 -12 -27 29 -29 -28
right_child=1 -3 3 -5 5 -7 -8 8 -10 21 15 12 -14 -15 -16 16 -18 -19 19 20 -22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.0035245171238091734 0.0070343380109989086 -0.0034430216489867733 0.0064368631190154712 -0.0041996625349080812 -0.0063521863743662837 -0.0075843320577405398 0.0065753833475438034 -0.00788195408307589 -0.0065235322061926136 0.007887877378126849 0.0074727322331027083 -0.0070952822531883918 0.0068792751338332889 0.00019933887865412794 0.0040213101809578279 0.0070660470016300674 -0.00065230999925089156 -0.0079457191528663745 0.0043944445410461141 0.0013713091976779444 -0.0072149433952290567 0.00050253460261349872 0.00039853062924175036 0.0031613917904905978 -0.014058456096332521 -0.0087054849070097723 -0.0010137307674399224 -0.0050715083978941731 0.002750459490991653 -0.0086397434246133688
leaf_weight=21 21 22 20 24 25 20 22 26 20 23 34 24 25 2248 21 25 22 21 33 26 32 24 21 33 25 21 58 29 133 22
leaf_count=21 21 22 20 24 25 20 22 26 20 23 34 24 25 2248 21 25 22 21 33 26 32 24 21 33 25 21 58 29 133 22
internal_value=0 2.38758e-05 4.86554e-05 6.67405e-07 3.39044e-05 -0.000588497 -0.000339977 -0.000621194 -0.000343529 -9.43355e-05 -0.000535128 0.000182011 0.00013053 6.03771e-05 -0.00192934 -8.355e-05 0.0034532 -0.00284819 -0.00191734 -0.000551731 -0.00336593 0.00411664 -0.000525644 -0.00302236 -0.00745853 0.000138466 -0.00080969 -0.000124518 0.00135023 -0.00311088
internal_weight=0 3100 3078 3057 3033 583 563 541 516 496 449 2450 2430 2405 157 423 47 136 115 91 58 47 376 79 46 297 263 242 162 80
internal_count=3121 3100 3078 3057 3033 583 563 541 516 496 449 2450 2430 2405 157 423 47 136 115 91 58 47 376 79 46 297 263 242 162 80
is_linear=0
shrinkage=0.1


Tree=615
num_leaves=31
num_cat=0
split_feature=104 2 40 121 39 2 45 123 38 38 40 150 1366 16 131 400 148 15 49 0 0 48 15 0 160 13 52 4 16 2
split_gain=0.0293735 0.0344147 0.0360625 0.119245 0.0375614 0.0506933 0.0624998 0.0376649 0.0497527 0.0472275 0.0437242 0.0525995 0.0438666 0.0873799 0.0433667 0.0436576 0.0401017 0.101106 0.0825502 0.0498403 0.0663621 0.0519753 0.047023 0.140438 0.137835 0.131017 0.362413 0.127148 0.124361 0.111778
threshold=0.089050000000000004 0.31765000000000004 -0.24452499999999996 -0.078059999999999977 -0.020804999999999994 0.17025000000000004 -0.067109999999999989 -0.088149999999999992 0.10657000000000001 0.084835000000000008 -0.085774999999999976 -0.088479999999999989 -0.082084999999999991 -0.008904999999999998 0.13857500000000003 -0.26025499999999996 -0.079549999999999996 -0.0079099999999999986 -0.011734999999999997 -0.26343999999999995 -0.23194499999999998 -0.0046349999999999994 -0.13578499999999996 -0.097024999999999986 -0.081069999999999989 -0.16152999999999998 0.0060650000000000009 0.40124500000000002 -0.083134999999999987 0.14753000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -8 9 10 -9 12 -12 -14 15 -13 17 18 -17 -18 -21 -22 23 24 -23 26 28 -26 -24 -27
right_child=-2 -3 3 4 5 -7 7 8 -10 -11 11 14 13 -15 -16 16 19 -19 -20 20 21 22 25 -25 27 29 -28 -29 -30 -31
leaf_value=-0.0042309156805276872 0.0037273653694206762 -0.0041600205152644773 0.0059184386901667014 -0.0035577496342981858 -0.0056149883614853031 0.0040212181456867726 -0.0043307554817874922 -0.0033940733397832597 0.0046563511309416399 -0.0047381180249864152 -0.00040761087002465506 0.0042714109392060591 0.0075704998562287074 -0.00073105021313365018 -0.0045366189431487805 -0.0043608371612477914 0.0045019980277866125 -0.0078096043318510062 0.0028322730523844559 -0.0050111998266612109 0.0037873165071564355 -0.0021931040508206935 -0.0046051836370126064 -0.00038494899293924632 0.010298418025413411 -8.0409392073449752e-05 -0.015760158705525103 0.0017659809455395706 0.0060385545444053912 0.0070835381005467345
leaf_weight=20 21 20 34 30 20 31 20 37 23 21 32 24 32 21 21 27 25 23 39 26 37 24 23 182 40 2174 20 31 21 22
leaf_count=20 21 20 34 30 20 31 20 37 23 21 32 24 32 21 21 27 25 23 39 26 37 24 23 182 40 2174 20 31 21 22
internal_value=0 -2.52499e-05 1.59926e-06 2.92628e-05 -3.69078e-05 -1.65233e-06 -4.37127e-05 -5.87721e-06 2.36946e-05 -1.30218e-05 2.142e-05 6.58551e-05 0.002516 0.00428121 -9.62977e-06 2.50915e-05 -1.24589e-05 -0.00210005 -0.000110363 5.83206e-05 1.55929e-05 6.63686e-05 1.21017e-05 0.00124183 0.0043584 -0.000138622 -0.00459864 0.00657299 0.000474782 -8.63943e-06
internal_weight=0 3100 3080 3060 3026 2996 2965 2945 2925 2902 2881 2844 85 53 2759 2738 2714 89 66 2625 2600 2574 2537 277 95 2260 64 71 44 2196
internal_count=3121 3100 3080 3060 3026 2996 2965 2945 2925 2902 2881 2844 85 53 2759 2738 2714 89 66 2625 2600 2574 2537 277 95 2260 64 71 44 2196
is_linear=0
shrinkage=0.1


Tree=616
num_leaves=31
num_cat=0
split_feature=40 42 157 402 15 43 15 15 42 0 403 403 0 50 3 43 42 49 12 482 482 49 47 43 1419 1420 157 474 15 42
split_gain=0.0239146 0.0314956 0.0829203 0.0981575 0.105858 0.0629255 0.096737 0.0936603 0.0538087 0.183262 0.26171 0.251106 0.0907586 0.0830169 0.0905771 0.0752586 0.0706721 0.0578413 0.102898 0.0522937 0.0507748 0.049538 0.0733104 0.100051 0.0472862 0.0512131 0.0852052 0.0705859 0.05022 0.102548
threshold=-0.23755499999999996 0.11649000000000002 -1.0000000180025095e-35 -0.43418999999999991 0.10347000000000002 -0.036954999999999995 0.090455000000000021 -0.028889999999999996 0.097640000000000018 -0.071719999999999992 -0.27700499999999995 -1.0000000180025095e-35 -0.10607499999999999 0.11051000000000001 -0.072624999999999981 -0.073404999999999984 0.10502000000000002 -0.18481499999999998 0.084535000000000013 0.11958000000000001 0.11524000000000002 -0.097394999999999995 0.079855000000000023 -0.085739999999999997 0.08956500000000002 1.0000000180025095e-35 0.42235000000000006 -0.10160499999999999 0.085935000000000025 0.094725000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 -4 5 6 -5 -7 17 10 -10 -11 -12 14 -14 -13 -17 18 -2 20 21 22 23 -19 25 26 27 -23 29 -29
right_child=1 2 3 4 -6 7 -8 -9 9 11 12 15 13 -15 -16 16 -18 19 -20 -21 -22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0027196831273613498 0.00050348309350424795 -0.0070590784265236427 -0.0052858642548980084 0.00028025859074356656 0.0059552292815412029 -0.0020567767688556126 -0.0086982826702296737 0.0069720182288438085 -0.010517331710814135 0.014901180179149379 -0.003134847139282262 -0.0026431230881082068 0.010012974041852762 -0.0025234396025189199 0.0019103996166204278 0.0079692168913495075 0.00035945005846493269 -0.00024470495284601514 -0.0085658930750055744 -0.0046550835875677878 0.0050534579670056708 0.0053884281513645604 -0.0028246520289394541 0.0078824865247235833 0.003327302320976742 0.0049009541212581102 -0.0065223386732950099 -0.00057599097664732006 0.00059968360784713401 0.0040176567763555802
leaf_weight=32 29 22 34 30 30 27 20 20 23 20 34 22 22 20 37 26 23 28 22 24 20 23 20 33 40 20 21 1732 617 50
leaf_count=32 29 22 34 30 30 27 20 20 23 20 34 22 22 20 37 26 23 28 22 24 20 23 20 33 40 20 21 1732 617 50
internal_value=0 -2.81741e-05 -0.00130062 -0.000513745 0.00076383 -0.000841758 -0.00331116 0.00178526 5.19556e-05 0.00153022 -0.000793985 0.00500376 0.0011851 0.00304432 0.0049317 0.00221575 0.00439729 -7.33024e-05 -0.0034088 -8.57245e-06 3.42525e-05 -4.5958e-06 0.00242935 0.00415197 -8.33611e-05 -0.000138751 -0.00018001 -0.000125019 -0.000177878 -0.000447101
internal_weight=0 3089 183 161 127 97 50 47 2906 227 136 91 113 79 59 71 49 2679 51 2628 2604 2584 81 61 2503 2463 2443 2422 2399 1782
internal_count=3121 3089 183 161 127 97 50 47 2906 227 136 91 113 79 59 71 49 2679 51 2628 2604 2584 81 61 2503 2463 2443 2422 2399 1782
is_linear=0
shrinkage=0.1


Tree=617
num_leaves=31
num_cat=0
split_feature=104 1 40 121 123 38 11 31 40 150 4 40 1373 52 2 12 40 14 1 12 14 3 2 2 3 2 2 3 2 3
split_gain=0.0244543 0.0326645 0.0367432 0.098202 0.0303409 0.0395167 0.0370696 0.0344545 0.0497468 0.122899 0.0595716 0.0483483 0.0413216 0.164112 0.139657 0.0397481 0.070243 0.0411537 0.168159 0.0903599 0.0781435 0.0491659 0.483633 0.246068 0.19503 0.22684 0.156171 0.197601 0.113589 0.0907765
threshold=0.089050000000000004 0.16540500000000002 -0.24452499999999996 -0.078059999999999977 -0.088149999999999992 0.10657000000000001 -1.0000000180025095e-35 -0.086279999999999982 -0.08440499999999998 0.084335000000000007 -0.011559999999999999 -0.082074999999999995 1.0000000180025095e-35 -0.07167999999999998 0.087625000000000022 -0.096104999999999982 -0.010334999999999999 0.078235000000000013 0.080270000000000022 0.087765000000000024 0.019675000000000002 0.090900000000000009 0.086675000000000016 0.092235000000000025 0.048265000000000009 0.087245000000000003 0.10644500000000001 0.11658 0.11177500000000001 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -8 9 10 -9 -10 15 -14 -15 16 -13 20 -19 -20 21 24 -23 -24 -17 -26 27 -25 -28 -30
right_child=-2 -3 3 4 5 -7 7 8 11 -11 -12 12 13 14 -16 17 -18 18 19 -21 -22 22 23 26 25 -27 28 -29 29 -31
leaf_value=-0.0041635880956337563 0.0034009609770561965 -0.00377758143712645 0.0053779774838510685 -0.0039084697572980076 -0.0043245608848519624 0.0039585774913430214 0.004131692877272144 0.0043330606026574974 0.0038942192230024377 -0.008847800792533566 -0.0031292769230355554 -0.0071112632116472176 0.0089566989392042169 0.0036875449848594146 -0.006179415496388594 8.1775967646733437e-06 0.0003280219547984113 -0.0079105293960310529 0.0045984800195583379 -0.0039699189359089357 0.0062685071211308245 -0.014249604777432978 0.0091085746073750438 -0.01013267653245878 0.014246315974742175 0.00014827219396829606 0.0072708595004356046 0.0023275879910215737 0.0053095803426747978 -0.0017668084650598829
leaf_weight=21 21 23 34 20 20 25 20 20 32 22 23 22 25 32 26 2300 30 32 32 20 20 26 27 35 21 25 22 20 22 103
leaf_count=21 21 23 34 20 20 25 20 20 32 22 23 22 25 32 26 2300 30 32 32 20 20 26 27 35 21 25 22 20 22 103
internal_value=0 -2.30388e-05 5.02573e-06 3.36713e-05 -2.64566e-05 -5.93715e-07 -3.38417e-05 -4.82095e-06 -3.29892e-05 -0.00276867 0.000341578 2.89256e-05 -1.4627e-05 0.00218378 -0.000735575 -8.08106e-05 -0.00281937 -2.81655e-05 -0.00220695 0.00130294 4.16621e-05 -6.2183e-06 -0.00132495 0.00014248 0.000137122 0.00658434 -0.00105596 -0.00560167 0.000644819 -0.000521364
internal_weight=0 3100 3077 3056 3022 3002 2977 2957 2937 65 43 2872 2840 83 58 2757 52 2705 84 52 2621 2601 255 229 2346 46 202 55 147 125
internal_count=3121 3100 3077 3056 3022 3002 2977 2957 2937 65 43 2872 2840 83 58 2757 52 2705 84 52 2621 2601 255 229 2346 46 202 55 147 125
is_linear=0
shrinkage=0.1


Tree=618
num_leaves=31
num_cat=0
split_feature=15 3 30 30 106 30 45 11 120 12 10 15 9 10 1447 3 160 481 479 52 480 480 1456 16 16 1 160 133 47 150
split_gain=0.0237208 0.041961 0.0310157 0.0497891 0.0829697 0.0643072 0.0420984 0.0617015 0.0473175 0.0701425 0.0700401 0.113824 0.041746 0.102545 0.0317646 0.110065 0.0452925 0.0642893 0.0534469 0.0414287 0.0522784 0.0348164 0.0324739 0.0322415 0.212485 0.358931 0.14578 0.0757275 0.0655759 0.0721786
threshold=-0.56368999999999991 0.63141500000000017 0.096890000000000018 0.085875000000000021 0.04883500000000001 0.088655000000000012 -1.0000000180025095e-35 -0.011194999999999998 0.093680000000000013 0.22926500000000002 -0.012544999999999999 -0.090344999999999995 0.082870000000000013 0.09216000000000002 -0.085804999999999979 -0.086224999999999982 -0.54913999999999985 -0.050084999999999991 0.098570000000000005 -0.010034999999999999 0.08610000000000001 -0.088394999999999987 0.085105000000000014 -0.16927999999999996 -0.36241499999999999 0.089770000000000016 0.096485000000000015 0.08622500000000001 0.12431000000000002 0.11456000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 -8 9 10 11 -9 14 -14 15 -12 17 -16 21 -17 -21 -18 -22 24 26 -26 27 28 29 -23
right_child=1 -3 -4 5 -6 -7 7 8 -10 -11 12 -13 13 -15 16 19 18 -19 -20 20 22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0030679506773594769 -0.0045887845754623421 -0.0045904008578509089 0.0036633601584269305 -0.0071895761002617135 0.006446170635754242 0.00037284489397121514 0.0052907828897745778 -0.0083725584276880208 -0.0047546665001261448 0.0056343681200153456 -0.0067365597331621348 0.00073940144562772633 0.0083272510254755617 -0.0016779396766131477 0.0066072751567699019 0.0035319629902145471 0.0041142272053375133 -0.00080475151348351084 -0.0038207353364365796 0.0023367917648731517 -0.00064888519811488342 -0.0034903518261151997 -0.0062792207091115415 0.00015541366274712055 4.2018146875003977e-05 -0.015745880886485489 0.0067756932544251608 0.0034230643999762834 0.0037923028781300504 0.0013707065421234197
leaf_weight=25 20 20 23 22 20 23 22 26 21 22 31 29 20 21 25 26 21 22 36 26 21 112 20 2274 36 24 31 39 21 42
leaf_count=25 20 20 23 22 20 23 22 26 21 22 31 29 20 21 25 26 21 22 36 26 21 112 20 2274 36 24 31 39 21 42
internal_value=0 -2.47735e-05 4.91197e-06 -2.26492e-05 2.67444e-05 -0.00332434 -1.62236e-05 1.45888e-05 -2.48125e-05 9.14538e-06 -3.34846e-05 -0.00356807 3.47746e-05 0.00320264 -1.14964e-05 -0.00157626 6.08224e-05 0.00313782 5.95945e-06 0.000143835 -0.00117096 5.89445e-05 -0.00339539 2.59235e-05 -0.000939521 -0.00627314 0.000366672 -0.000561738 -0.00144978 -0.00216461
internal_weight=0 3096 3076 3053 3008 45 2988 2968 2946 2925 2903 55 2848 41 2807 124 2683 47 2636 93 67 2600 41 2579 305 60 245 214 175 154
internal_count=3121 3096 3076 3053 3008 45 2988 2968 2946 2925 2903 55 2848 41 2807 124 2683 47 2636 93 67 2600 41 2579 305 60 245 214 175 154
is_linear=0
shrinkage=0.1


Tree=619
num_leaves=31
num_cat=0
split_feature=11 33 9 295 96 120 12 42 16 3 403 13 1213 4 42 0 133 2 160 4 3 42 43 12 4 400 13 2 2 43
split_gain=0.025047 0.0389819 0.0371573 0.0824997 0.0989733 0.035277 0.0556889 0.033688 0.0646542 0.0908785 0.077116 0.0789339 0.0576301 0.0524076 0.0498844 0.137632 0.249476 0.241539 0.105168 0.100396 0.0697127 0.0674783 0.0554132 0.161079 0.457234 0.13004 0.109453 0.11638 0.0816181 0.083244
threshold=-1.0000000180025095e-35 -0.012019999999999998 -0.092544999999999975 0.084000000000000005 0.083725000000000008 0.09852000000000001 0.22926500000000002 0.11649000000000002 -0.072804999999999981 -0.077774999999999983 -0.072624999999999981 -0.015039999999999998 -1.0000000180025095e-35 -0.078629999999999992 0.097640000000000018 -0.071719999999999992 0.111585 0.097385000000000013 -0.071139999999999995 -0.58204499999999992 -0.072624999999999981 0.10369500000000002 0.016310000000000002 0.083310000000000009 0.024790000000000003 -0.064794999999999978 -0.15714499999999998 0.11067500000000001 0.10005000000000001 0.15359500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 14 9 13 -10 12 -12 -9 19 16 18 -17 -16 -4 -20 -19 -21 24 -24 -25 -27 28 29 -28
right_child=1 2 3 -5 -6 -7 -8 8 10 -11 11 -13 -14 -15 15 17 -18 21 20 22 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=-0.0028755447221919896 -0.0041664813983846799 0.0038974896809086204 -0.0067424382315948612 -0.0052817729157235089 0.0069186908148583916 -0.0040546914274316465 0.0050709313697139312 -0.0037582827404279403 0.0058363489002831994 -0.0074128414687672358 0.00068046585859163951 0.0041588025389327895 -0.0059728468799342717 0.0025957139004021885 0.0081724177823280508 0.011707510545121265 -0.0073296687351103174 0.0038476733323477676 0.0031098338174878771 0.00021778679702972139 -0.0034660957089467309 -0.0030109101215202829 -0.016984687939934111 0.0064338217343902215 0.00016332783779944294 0.0060428505242314376 0.0014342826534789709 -0.0087814053706824786 0.0048226440305133228 -0.0034190844229963278
leaf_weight=30 22 25 22 29 21 21 22 27 21 33 23 21 30 25 23 31 38 32 38 2220 28 26 23 28 48 21 57 20 23 93
leaf_count=30 22 25 22 29 21 21 22 27 21 33 23 21 30 25 23 31 38 32 38 2220 28 26 23 28 48 21 57 20 23 93
internal_value=0 2.79089e-05 5.79762e-05 2.64427e-05 7.75002e-05 2.95159e-05 5.8365e-05 2.09958e-05 -0.00130467 -0.00330829 0.000488037 -0.00102973 -0.00308556 -0.000703477 0.000107109 0.00156637 -0.000546762 0.00458174 0.00234931 -1.62568e-05 0.000320046 0.000773136 4.21624e-05 -0.00120348 -0.00539166 2.52844e-05 -0.000813216 -0.00155921 -0.000724277 -0.0015748
internal_weight=0 3091 3069 3044 3015 2994 2973 2951 180 85 95 74 53 52 2771 216 127 89 89 2555 66 58 2533 313 71 242 214 193 173 150
internal_count=3121 3091 3069 3044 3015 2994 2973 2951 180 85 95 74 53 52 2771 216 127 89 89 2555 66 58 2533 313 71 242 214 193 173 150
is_linear=0
shrinkage=0.1


Tree=620
num_leaves=31
num_cat=0
split_feature=1419 1429 1426 1419 52 1 1428 474 52 52 482 1419 472 155 1429 475 156 16 42 42 13 2 0 16 4 4 0 1427 474 2
split_gain=0.0257932 0.0338179 0.0491794 0.0494107 0.0362117 0.110484 0.0507343 0.0424224 0.0815199 0.0471329 0.0400616 0.0625507 0.0516272 0.0444423 0.0408305 0.0649584 0.0439116 0.0506671 0.114033 0.215973 0.0995735 0.13244 0.160478 0.151282 0.112775 0.084421 0.0817897 0.0664404 0.132518 0.171712
threshold=0.11420000000000001 -0.23587499999999997 -0.089244999999999977 0.091465000000000005 -0.56176499999999996 0.099660000000000012 0.092095000000000024 0.11186500000000002 -0.55061999999999989 -0.54533999999999982 0.11816500000000001 0.085285000000000014 -0.019179999999999999 0.10924000000000002 -1.0000000180025095e-35 -0.0034549999999999993 0.11659000000000001 0.058835000000000005 0.089390000000000011 0.08426500000000002 -0.059629999999999996 0.085155000000000022 -0.026509999999999995 0.51791000000000009 -0.055319999999999994 -0.39518999999999993 -0.07847999999999998 0.088585000000000011 0.087035000000000015 0.088665000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -6 -10 11 12 -11 14 15 -14 17 25 19 20 -19 24 23 -23 -22 -16 -20 28 -27 -30
right_child=-2 2 3 -5 6 -7 -8 -9 9 10 -12 -13 13 -15 16 -17 -18 18 26 -21 21 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0037645061810811366 0.0032656551610367995 0.0049465348874218763 -0.0019837852558479288 -0.0042874066435076574 -0.0059701983827044787 0.0072350782915376697 -0.004820623101708903 0.0036206608638167381 0.0047271572419309189 0.0049216750698784992 0.0032873140628604837 -0.0043331111370421508 0.0057536164899506881 -0.0040191690237926583 0.0062291676199740988 -0.00077379878920813409 0.0045954113127663733 0.0034591861711059874 0.0070419664308428763 -0.0095445105289990034 0.007871624836698175 -0.0046012471479895921 -0.010133522796240869 0.0048881442130853736 -0.0022029636725783351 7.0019583649752086e-05 8.9967909787612205e-05 0.0051319371759891517 -0.011488566182189339 -0.00023284753586984045
leaf_weight=24 24 20 26 27 23 26 22 32 21 21 36 34 31 28 22 30 20 37 20 37 20 56 32 24 25 2212 110 25 23 33
leaf_count=24 24 20 26 27 23 26 22 32 21 21 36 34 31 28 22 30 20 37 20 37 20 56 32 24 25 2212 110 25 23 33
internal_value=0 -2.5307e-05 3.896e-06 -2.84829e-05 9.51807e-06 0.00262565 -3.62246e-05 -5.68506e-07 -4.02532e-05 6.82609e-06 -2.76409e-05 -6.96614e-05 -1.80017e-05 -5.52488e-05 -1.49913e-05 0.00254341 -7.28781e-05 -0.000107768 -0.00120967 -0.00254297 -0.00120762 -0.00230744 -0.00414846 -0.00175443 0.00227463 6.40615e-05 0.00115951 4.91093e-06 -5.16039e-05 -0.00485573
internal_weight=0 3097 3073 3053 3026 52 2974 2952 2920 2897 2876 2840 2806 2785 2757 61 2696 2676 361 231 194 157 112 80 45 2315 130 2293 2268 56
internal_count=3121 3097 3073 3053 3026 52 2974 2952 2920 2897 2876 2840 2806 2785 2757 61 2696 2676 361 231 194 157 112 80 45 2315 130 2293 2268 56
is_linear=0
shrinkage=0.1


Tree=621
num_leaves=31
num_cat=0
split_feature=454 151 43 151 1 151 151 151 148 0 457 48 48 43 51 49 15 3 3 120 15 15 2 52 51 393 2 483 1186 16
split_gain=0.0263893 0.0390187 0.14207 0.0305089 0.139808 0.055861 0.0394653 0.0862203 0.0377903 0.0416785 0.0635374 0.0478203 0.0846506 0.149114 0.0615414 0.0632526 0.0721403 0.0556489 0.0571579 0.0451975 0.0474853 0.0786695 0.0772588 0.139756 0.204724 0.102569 0.0997683 0.0924016 0.093119 0.080632
threshold=0.093465000000000006 -0.46784999999999993 -0.082689999999999986 -0.16145499999999999 0.083835000000000007 -0.14960499999999996 -0.10380999999999999 -0.093064999999999981 0.10090000000000002 -0.26343999999999995 0.31508000000000008 0.097690000000000013 0.10327000000000001 -1.0000000180025095e-35 0.14330000000000001 -0.010699999999999999 -0.18895499999999996 0.088060000000000013 -0.073309999999999986 0.088020000000000015 0.085935000000000025 0.086355000000000015 0.12198500000000001 -0.23798499999999997 -0.070629999999999984 0.10389500000000002 0.13712500000000002 0.11494000000000001 0.090275000000000008 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5 -7 -8 9 -9 11 19 13 -13 15 -14 -17 18 -18 20 22 -22 25 -24 -25 27 -26 28 -11 -28
right_child=-2 3 -4 5 -6 6 7 8 -10 10 -12 12 14 -15 -16 16 17 -19 -20 -21 21 -23 23 24 26 -27 29 -29 -30 -31
leaf_value=0.0078238456510007388 -0.0036207896203268326 -0.0088370073330588644 -0.0032348446880600284 0.0050385272998193448 0.0023802567925304175 -0.0032210851345505368 0.0064070245694546474 0.003857345313385681 0.0043084779969649392 -0.00083448323823247152 -0.0048303522685143561 -1.342645660042763e-05 -0.0037000187007444245 0.011416879509176527 -0.0035852017092111057 -0.0029519360689889817 0.0044841839687433096 0.0080610593337388271 -0.0016111142840236426 0.0039128733108992932 0.005198223575611006 0.00021898431117843952 0.0078273701618008073 -0.0082209334747555367 0.0070025906014930589 -0.0073486103959705526 0.0028904584857324762 0.0043858795478526084 0.0057188958056609736 -0.0029132884454664363
leaf_weight=26 20 20 21 22 25 38 21 27 20 1502 28 25 21 21 32 21 40 21 25 27 33 825 29 24 29 23 54 36 22 43
leaf_count=26 20 20 21 22 25 38 21 27 20 1502 28 25 21 21 32 21 40 21 25 27 33 825 29 24 29 23 54 36 22 43
internal_value=0 2.33524e-05 0.00288273 -2.06524e-05 -0.00260519 1.79998e-05 -1.89777e-05 2.22838e-05 -2.35084e-05 -5.3302e-05 -8.99516e-05 -4.34282e-05 0.00142414 0.00520476 0.000337214 0.00131782 0.00230263 0.00358572 0.00213984 -0.00015764 -0.000199588 0.000410494 -0.000496666 0.00147251 0.000243907 -0.000719333 0.00185626 -0.000621594 -0.000739881 0.000317663
internal_weight=0 3101 47 3054 45 3009 2987 2949 2928 2908 2881 2853 206 46 160 128 107 86 65 2647 2620 858 1762 179 150 1583 126 1560 1524 97
internal_count=3121 3101 47 3054 45 3009 2987 2949 2928 2908 2881 2853 206 46 160 128 107 86 65 2647 2620 858 1762 179 150 1583 126 1560 1524 97
is_linear=0
shrinkage=0.1


Tree=622
num_leaves=31
num_cat=0
split_feature=12 10 10 1 2 33 34 43 1375 106 3 41 480 1371 43 48 48 129 403 123 3 3 16 0 12 12 12 49 15 159
split_gain=0.0240074 0.051664 0.108752 0.048759 0.0390314 0.0362118 0.0437554 0.0410643 0.102253 0.0845133 0.0884773 0.12632 0.115842 0.0708387 0.0688093 0.0660299 0.165739 0.113518 0.0813816 0.0860311 0.110138 0.137923 0.114475 0.164958 0.122396 0.139464 0.137705 0.110297 0.124873 0.0747394
threshold=0.23631000000000002 -0.15926999999999997 -0.089679999999999982 0.13686500000000004 0.16394500000000004 0.088310000000000013 -0.085739999999999983 -0.082389999999999977 -0.15308499999999997 0.016890000000000006 -0.16726499999999997 0.083035000000000012 -0.068944999999999992 1.0000000180025095e-35 -0.082144999999999982 0.093440000000000009 0.090390000000000012 0.090540000000000023 0.085340000000000013 0.083935000000000023 -0.082689999999999986 -0.084319999999999992 -0.083134999999999987 -0.091354999999999978 0.083875000000000019 0.084535000000000013 0.085110000000000005 0.087720000000000006 -0.08730499999999998 0.087410000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -4 8 -8 10 -10 12 -12 15 -9 16 17 18 19 20 21 22 23 -14 -24 -26 -27 28 -22 -28
right_child=-2 2 4 -5 -6 -7 7 14 9 -11 11 -13 13 -15 -16 -17 -18 -19 -20 -21 27 -23 24 -25 25 26 29 -29 -30 -31
leaf_value=-0.00053410446244842285 -0.0032188647305187975 -0.0070358703741228313 -0.0037788015084281087 0.0055814777011619302 0.0038783424372713158 0.0042279003234580162 0.0069137081056833269 -0.0059218977489286949 0.0063411870778983708 0.0068260886555071929 0.0057944704666119326 -0.0076009432103351831 0.0014108084832076674 -0.0051473085195399247 -0.00016979583086130178 0.0030510430676783896 -0.0091255164518952367 -0.0055343199323749908 0.0044820279873749045 -0.0051590292931309551 0.012023507551348303 -0.0059871718979989871 -0.0047017182813336453 -0.0099834147962004263 0.0085639773124371304 -0.0067319300514645884 0.0029410440607096689 -0.0027954889093631543 0.0027963377933271907 -0.0033381186425685883
leaf_weight=22 23 22 31 32 26 20 25 21 23 20 36 21 27 26 2148 71 20 33 47 29 20 39 30 24 29 20 137 22 55 22
leaf_count=22 23 22 31 32 26 20 25 21 23 20 36 21 27 26 2148 71 20 33 47 29 20 39 30 24 29 20 137 22 55 22
internal_value=0 2.38973e-05 -3.04938e-05 0.00308994 2.0505e-05 -1.29742e-05 -4.14748e-05 -2.13447e-06 0.000622159 0.00041272 0.000237251 3.89598e-05 0.000272494 -3.28689e-05 -0.000225487 0.000179892 -0.000188072 0.000146664 0.000520861 0.000110784 0.000470371 -0.000405062 0.000348234 -0.00395118 0.00126954 0.00213077 0.00108852 0.0034306 0.00525692 0.00207223
internal_weight=0 3098 3044 54 3022 2996 2976 2945 776 751 731 708 687 651 2169 625 554 534 501 454 425 328 289 51 238 208 179 97 75 159
internal_count=3121 3098 3044 54 3022 2996 2976 2945 776 751 731 708 687 651 2169 625 554 534 501 454 425 328 289 51 238 208 179 97 75 159
is_linear=0
shrinkage=0.1


Tree=623
num_leaves=31
num_cat=0
split_feature=129 15 15 470 1420 394 154 474 474 1425 11 43 2 51 2 41 4 2 0 3 2 483 2 52 48 40 484 52 51 1
split_gain=0.0217319 0.0548423 0.0789134 0.0456051 0.0397583 0.0389048 0.032646 0.0415825 0.0454411 0.0399448 0.0423007 0.0559399 0.0952357 0.107534 0.075222 0.0559431 0.0559038 0.0468162 0.302022 0.149139 0.137182 0.134203 0.0980607 0.0917665 0.0737955 0.0862765 0.099884 0.103048 0.104212 0.0729205
threshold=0.10596500000000002 -0.052074999999999989 0.088345000000000021 0.079700000000000007 -0.086449999999999985 -0.15150999999999998 0.084190000000000001 -0.26322499999999993 -0.10160499999999999 0.097335000000000019 0.079915000000000014 -1.0000000180025095e-35 0.11263500000000001 -0.090529999999999985 0.093680000000000013 0.083975000000000008 -0.52556499999999995 0.113445 0.18019500000000002 -0.10519499999999998 0.11448000000000001 0.10143000000000001 0.10912000000000001 -0.046924999999999988 -0.031249999999999997 -0.097089999999999982 0.095930000000000015 0.15915500000000002 -0.41109999999999997 0.11654500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 -7 -9 10 16 15 13 -13 -15 -12 -10 18 22 -19 -21 24 29 -24 -22 -26 27 28 -27 -18
right_child=1 2 -4 -5 5 6 -8 8 9 -11 11 12 -14 14 -16 -17 17 19 -20 20 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0040470624702720675 0.0056111169358094536 -0.0049498635763302453 0.0036388987310878606 -0.0046831568703055385 -0.0036224137871370961 -0.0040928145200014119 0.0038347244008698246 0.0038112318173291223 -0.0041237011456841553 -0.0041005596596126763 0.0018356040948336678 -0.0045707630010188693 0.0090945297053882067 0.0075189120265551747 -0.00035838748497719116 -0.0043580209342762828 -0.00024577577274066974 -0.0074550849103340606 0.011799568845890463 -0.0077944049728102989 0.0046449218815388651 -0.0074015954438515982 0.0090474475513805039 0.0012731351718610648 0.0060240672181614422 0.0058879721464346292 -0.0071143064004856914 0.0066053296434058053 -0.0011717953280363555 0.0021380428757805745
leaf_weight=24 24 20 23 21 30 25 22 31 34 24 35 21 21 27 22 25 2026 33 22 24 38 23 22 49 22 23 21 22 230 137
leaf_count=24 24 20 23 21 30 25 22 31 34 24 35 21 21 27 22 25 2026 33 22 24 38 23 22 49 22 23 21 22 230 137
internal_value=0 0.00178156 -0.000355874 -3.90845e-05 -6.92974e-06 -3.92647e-05 -3.1806e-06 -3.17345e-05 2.89271e-06 -3.78031e-05 -3.91148e-06 0.0016253 0.00318819 0.00141629 0.00398217 -0.000745073 -9.41578e-05 -4.32646e-05 0.000140066 -0.000991873 -0.000462627 1.65453e-06 2.52451e-05 0.00368208 0.000479954 -1.77461e-05 -0.0004668 4.08279e-05 -0.000529998 -9.47896e-05
internal_weight=0 67 43 3054 3033 3009 2979 2957 2932 2901 2877 151 91 70 49 60 2726 2692 2256 436 403 379 2234 71 356 318 296 275 253 2163
internal_count=3121 67 43 3054 3033 3009 2979 2957 2932 2901 2877 151 91 70 49 60 2726 2692 2256 436 403 379 2234 71 356 318 296 275 253 2163
is_linear=0
shrinkage=0.1


Tree=624
num_leaves=31
num_cat=0
split_feature=12 120 11 2 130 0 0 50 0 50 1374 16 474 1 2 0 2 16 42 1456 128 1 16 3 12 0 47 49 16 150
split_gain=0.0229702 0.0404272 0.0389725 0.0876572 0.0662553 0.0327494 0.129325 0.09428 0.153139 0.105904 0.0948754 0.0856541 0.0935011 0.156882 0.132791 0.188669 0.166026 0.308699 0.232416 0.135464 0.13212 0.146074 0.265122 0.093962 0.0989243 0.0902358 0.105827 0.0965538 0.114659 0.123937
threshold=0.23631000000000002 0.088020000000000015 -1.0000000180025095e-35 0.31358000000000003 -0.14996499999999999 -0.089019999999999974 -0.089964999999999976 0.11843500000000001 -0.11242999999999999 0.094920000000000018 -0.064634999999999984 0.061255000000000011 0.084075000000000011 0.089370000000000019 0.087995000000000004 -0.22491999999999998 0.092635000000000009 -0.069144999999999984 0.081660000000000024 0.084020000000000011 0.081870000000000012 0.076935000000000017 -0.095964999999999981 0.0051600000000000005 0.087075000000000014 -0.26343999999999995 0.084210000000000021 0.098895000000000025 -0.52595999999999987 0.099590000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 9 -9 10 -6 12 14 -14 15 -12 17 18 -16 20 21 22 -17 24 -23 -18 27 28 -27 -30
right_child=-2 -3 3 -5 5 -7 -8 8 -10 -11 11 -13 13 -15 16 19 25 -19 -20 -21 -22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0037260684151468534 -0.0031485617889658265 0.0036764904195054748 -0.0049594620035754312 0.0058033773209899666 0.0052556000007637623 0.00023937834419569652 -0.0062689108660797009 0.0010444533966836474 -0.011182271684519948 0.0035781475611341498 0.010564552173018457 0.0039889477052313929 -0.011854644858976826 -0.00049471651699634328 -0.0050609085990404512 0.012192360776702339 -0.0059616079637115557 0.004269963751236598 -0.017973435635212809 -0.007216386612327326 -0.0056687301550991838 0.0044322295104490322 0.00073264770885893651 -0.0053268604096956551 -0.0023804742499636726 0.0073164859846223231 0.0054033854510635139 -0.0044442275599404068 0.00047385852597185083 -0.0079098503850400445
leaf_weight=28 23 30 27 26 29 2056 37 21 20 75 20 39 20 31 46 33 28 24 20 21 25 47 52 28 39 21 32 54 149 20
leaf_count=28 23 30 27 26 29 2056 37 21 20 75 20 39 20 31 46 33 28 24 20 21 25 47 52 28 39 21 32 54 149 20
internal_value=0 2.33754e-05 -1.23461e-05 2.18593e-05 -2.80145e-05 1.65617e-05 -0.000475502 -0.00023573 -0.0049198 -1.05867e-05 -0.000356544 -0.000573837 -0.000824469 -0.00494959 -0.000505226 0.00122565 -0.0016694 -0.00544213 -0.0089738 0.000463296 0.00118327 0.00204407 0.00518171 -0.000295402 0.00134275 -0.00055247 -3.7168e-06 -0.000712845 0.000347653 -0.000518296
internal_weight=0 3098 3068 3040 3014 2987 931 894 41 853 778 749 710 51 659 265 394 90 66 245 224 199 85 114 86 304 276 244 190 169
internal_count=3121 3098 3068 3040 3014 2987 931 894 41 853 778 749 710 51 659 265 394 90 66 245 224 199 85 114 86 304 276 244 190 169
is_linear=0
shrinkage=0.1


Tree=625
num_leaves=31
num_cat=0
split_feature=133 400 132 42 131 131 131 16 131 131 0 402 1210 132 132 132 43 15 132 0 2 12 49 13 13 2 1374 43 12 150
split_gain=0.0213308 0.0294996 0.0291178 0.0606965 0.0470729 0.0500546 0.0686331 0.0392595 0.0411351 0.0512878 0.119293 0.0437081 0.0546122 0.0456298 0.0640263 0.0564231 0.153107 0.0546115 0.0511706 0.126082 0.0683361 0.0614588 0.0793616 0.0858365 0.205179 0.0940858 0.0742941 0.193805 0.0863622 0.0682548
threshold=-0.54084999999999994 -0.39724499999999996 0.11942500000000002 -0.077669999999999989 0.13052000000000002 0.11767000000000001 0.11385000000000002 0.67964000000000013 0.10954500000000002 0.10258000000000002 -0.084144999999999984 0.27918000000000004 -0.12043 0.10240500000000001 0.09654500000000002 0.090145000000000017 -0.086909999999999987 -0.047714999999999987 0.084605000000000014 -0.092759999999999995 0.25063000000000007 0.10806000000000002 0.12595000000000003 0.054800000000000008 -0.043669999999999994 0.11682500000000001 0.086000000000000007 -0.083434999999999995 0.10312500000000001 0.088040000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 8 9 11 -11 12 -3 14 15 18 -17 -15 20 -20 21 26 23 24 25 -23 28 -28 -14 -29
right_child=1 2 3 -5 -6 -7 -8 -9 -10 10 -12 -13 13 17 -16 16 -18 -19 19 -21 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0023867852206741515 -0.0037638422667181921 -0.0043231160294641899 0.005641362616033466 -0.0011280510144738051 -0.0048792332404991616 0.004196636042823749 -0.0058895982382819057 -0.0039576171096414332 0.0035327081148738438 0.0019452675151461292 -0.0085918261690742584 0.0038962110258831551 -1.8530861489420369e-05 0.00054980020038783559 0.005462132284777578 0.002968718368972007 -0.0070446475358629558 -0.0066702541969293223 0.0083669223515316846 -0.0013237591792732992 -0.0043362753572208541 0.0047963280059967047 -0.0039013880220326509 0.00015540664469373825 0.011537424115271405 -0.0026950897897283239 0.01023228774778545 0.0033283366533439791 -0.0035375635830860123 -0.004556986912275139
leaf_weight=37 21 29 27 26 20 28 20 25 33 21 22 29 2221 20 22 26 37 22 25 29 35 38 22 86 29 30 25 21 72 23
leaf_count=37 21 29 27 26 20 28 20 25 33 21 22 29 2221 20 22 26 37 22 25 29 35 38 22 86 29 30 25 21 72 23
internal_value=0 -2.86352e-05 -3.02655e-06 0.00232052 -4.39395e-05 -1.15964e-05 -5.13771e-05 -1.16883e-05 2.21301e-05 -1.80395e-05 -0.0034458 3.38415e-05 -5.99092e-06 3.89953e-05 8.91184e-05 4.56442e-05 -0.00291215 -0.00323213 0.000115803 0.00316267 5.25703e-05 0.00011241 0.0017733 0.00245551 0.00449477 0.00149129 -3.17401e-05 0.00320133 -0.000129028 -0.000793537
internal_weight=0 3084 3063 53 3010 2990 2962 2942 2917 2884 43 2841 2812 2783 2741 2719 63 42 2656 54 2602 2567 205 183 97 68 2362 69 2293 44
internal_count=3121 3084 3063 53 3010 2990 2962 2942 2917 2884 43 2841 2812 2783 2741 2719 63 42 2656 54 2602 2567 205 183 97 68 2362 69 2293 44
is_linear=0
shrinkage=0.1


Tree=626
num_leaves=31
num_cat=0
split_feature=454 151 43 49 473 52 52 1455 160 44 1446 0 49 0 49 3 483 42 457 0 15 15 52 49 48 1 1 457 150 48
split_gain=0.0215627 0.0292659 0.111104 0.025117 0.0276101 0.0275244 0.054808 0.09247 0.0448011 0.0433219 0.040204 0.0494162 0.0434309 0.184105 0.0911667 0.187924 0.127474 0.133648 0.0705634 0.0774507 0.0663575 0.0859381 0.0704082 0.11516 0.0869887 0.0726878 0.144609 0.120448 0.0717539 0.0657877
threshold=0.093465000000000006 -0.46784999999999993 -0.082689999999999986 0.27293500000000009 -0.072684999999999986 0.51775000000000004 0.51307000000000014 0.10994000000000001 -0.55323499999999981 0.083555000000000018 0.111445 -0.082844999999999988 -0.008964999999999999 -0.23001499999999997 -0.031119999999999998 -0.085784999999999986 0.086010000000000017 0.083865000000000009 -0.081909999999999997 -0.086934999999999985 -0.11345499999999999 -0.094329999999999983 -0.075329999999999994 -0.080859999999999987 0.095090000000000022 0.10871500000000002 0.090130000000000016 0.083190000000000014 0.082565000000000013 0.078735000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 8 -6 10 12 -12 14 -14 20 -16 17 -17 19 -15 -10 -22 23 25 28 26 -23 -28 -24 -20
right_child=-2 3 -4 -5 5 -7 -8 -9 9 -11 11 -13 13 18 15 16 -18 -19 29 -21 21 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0068670556486512607 -0.0032729553431272507 0.0033163927625864745 -0.0029124738914625987 -0.0034634847637443318 -0.0039811755466307034 0.0018582182756003214 -0.0039471704389951708 0.006437382734888657 0.0054309476329945025 -0.0033406888337758111 0.0065227262143577854 5.4818020564400486e-05 0.0092600701376795765 0.00027004417738523979 0.0019348861277103425 -0.015579790772781486 -0.0003182491653465799 -0.0046560318830112619 -0.00021212244586853396 0.0080405858456683559 -0.0057135603904467204 0.0029531418294128447 -0.0037869771665081063 0.0061721863580169161 -0.0062446013050309074 0.0035645353748757196 -0.011324349995702506 -0.00081669018933704747 0.00075854973318720503 0.0015702135800705131
leaf_weight=26 20 25 21 21 29 76 36 22 20 39 21 27 22 29 40 21 21 24 1929 23 29 36 47 40 30 38 20 24 133 232
leaf_count=26 20 25 21 21 29 76 36 22 20 39 21 27 22 29 40 21 21 24 1929 23 29 36 47 40 30 38 20 24 133 232
internal_value=0 2.1109e-05 0.00249748 -1.70014e-05 6.86144e-06 -2.06446e-05 -6.93464e-05 -2.11414e-05 -7.05804e-05 -3.07184e-05 1.52862e-05 0.00288453 -3.46499e-05 0.000157312 -0.000854983 -0.00347366 -0.00675157 -0.00975379 6.68188e-05 0.00370701 -0.000189323 -0.00047246 -5.94389e-05 0.00153522 -0.00125923 -3.66281e-05 -0.00174718 -0.0055929 -0.000428338 -2.07749e-05
internal_weight=0 3101 47 3054 3033 3008 2932 2896 2874 2845 2806 48 2758 2235 523 106 66 45 2213 52 417 397 368 158 210 118 80 44 180 2161
internal_count=3121 3101 47 3054 3033 3008 2932 2896 2874 2845 2806 48 2758 2235 523 106 66 45 2213 52 417 397 368 158 210 118 80 44 180 2161
is_linear=0
shrinkage=0.1


Tree=627
num_leaves=31
num_cat=0
split_feature=1185 133 1185 1210 50 1209 1212 403 3 4 12 402 2 2 403 43 2 133 133 0 480 4 480 2 160 2 475 160 156 4
split_gain=0.0208694 0.0381679 0.0267929 0.0235168 0.118767 0.260025 0.0966529 0.130033 0.221769 0.0677547 0.0444481 0.0670026 0.0364638 0.217841 0.102119 0.123541 0.190409 0.106131 0.10836 0.124582 0.103604 0.119969 0.115605 0.103902 0.142496 0.112876 0.0954386 0.19672 0.251255 0.110314
threshold=0.089300000000000004 -0.015164999999999998 0.086650000000000019 -0.018549999999999994 0.089465000000000017 -0.092684999999999976 0.086680000000000021 -0.0064299999999999991 -0.082334999999999978 -0.082594999999999988 0.091840000000000019 -0.090599999999999986 0.089125000000000024 0.088850000000000012 0.104315 0.0016850000000000001 0.09142500000000002 -0.091869999999999993 -0.082009999999999986 0.15398500000000004 0.091115000000000015 0.53859500000000016 0.096680000000000016 0.092635000000000009 -0.076689999999999994 0.093840000000000021 -0.085684999999999997 -0.082299999999999984 0.085790000000000019 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 9 -7 11 -8 13 26 15 17 -17 -14 -19 20 21 23 -22 24 -20 -25 27 -5 -29 -28
right_child=1 -3 -4 12 -6 6 10 -9 -10 -11 -12 -13 14 -15 -16 16 -18 18 19 -21 22 -23 -24 25 -26 -27 29 28 -30 -31
leaf_value=-0.010378464655063693 -0.00086161156872376098 0.0050986074800179765 -0.0030557747777744102 -0.0021961172953957604 0.0073362179601994849 0.0050713426130823795 0.00024164461960586217 -0.0017720362281098087 0.01211419255990721 -0.0030613973204578673 0.00181829378042104 -0.0072567510614383289 -0.006504318891980109 -0.0090198939890954004 0.0040285356214777839 -0.010031990796470873 -0.00098489025324304913 0.0065003525093948883 0.0077499515721169508 -0.0071233841989721582 -0.0091710837846178377 0.0070663414294681245 -0.00053140850860025667 -0.0050616019561666213 0.0011726113968099274 0.00053054025918148305 -0.00088999647621152008 -0.0005931901411436822 0.013629983003354735 0.0016464803807691936
leaf_weight=21 21 22 29 42 26 20 26 34 31 21 28 22 21 29 69 26 221 31 46 21 21 31 59 38 116 720 1075 23 27 204
leaf_count=21 21 22 29 42 26 20 26 34 31 21 28 22 21 29 69 26 221 31 46 21 21 31 59 38 116 720 1075 23 27 204
internal_value=0 0.0021878 -3.05639e-05 -1.79014e-06 0.000972789 0.000157768 0.00137349 0.00332479 0.00573163 0.000905793 -0.00134807 -0.00319512 -8.09315e-05 -0.00044308 0.000276116 8.44679e-05 -0.00193722 0.000536783 0.000673314 0.000501605 0.000656915 0.000947661 -0.00279932 0.000741488 0.00304025 0.000250195 -0.000261659 0.00284923 0.00708732 -0.000485429
internal_weight=0 43 3078 3049 229 203 182 106 72 41 76 48 2820 1400 1420 1351 247 1104 1083 1052 1031 951 80 920 162 758 1371 92 50 1279
internal_count=3121 43 3078 3049 229 203 182 106 72 41 76 48 2820 1400 1420 1351 247 1104 1083 1052 1031 951 80 920 162 758 1371 92 50 1279
is_linear=0
shrinkage=0.1


Tree=628
num_leaves=31
num_cat=0
split_feature=133 13 0 0 50 4 2 4 159 1 13 1 47 47 3 47 1455 148 160 160 12 40 123 2 2 0 1 11 1 13
split_gain=0.0234712 0.0264258 0.0653225 0.0755048 0.0638105 0.0898347 0.0631726 0.0858883 0.119885 0.0675044 0.206803 0.178301 0.194365 0.0752514 0.238629 0.126479 0.116193 0.107481 0.0807479 0.112028 0.11629 0.211848 0.130005 0.104069 0.133649 0.118303 0.123382 0.144993 0.126906 0.114478
threshold=-0.54084999999999994 -0.066634999999999986 0.11070500000000001 0.041630000000000007 0.14101500000000003 -0.16363499999999997 -0.15339499999999998 0.51164000000000009 0.10620500000000001 0.13707500000000003 0.01128 0.122185 0.11419000000000001 0.10621500000000002 -0.047929999999999993 0.10254000000000001 0.11192500000000001 -0.087904999999999983 0.085130000000000011 0.081905000000000019 -0.010834999999999999 -0.0036699999999999992 0.085290000000000019 0.11362000000000001 0.116525 0.13134000000000004 0.10508500000000001 0.086080000000000018 0.10089500000000001 -0.051094999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -3 9 -9 11 -11 13 -13 15 -15 16 17 -8 19 20 21 22 -19 25 -25 26 27 28 29 -22
right_child=1 6 -4 -5 -6 -7 7 8 -10 10 -12 12 -14 14 -16 -17 -18 18 -20 -21 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0025036675981371793 0.0066919194555587385 -0.0042333003983367236 -0.0052596943186862134 0.0063104489430164295 -0.0052013721583145005 0.00025107608497774016 -0.0072664338545027109 0.0096031669704687034 -0.00096005333100699578 0.0009664800137813602 -0.011585964966521022 0.010794068593531847 -0.0014245641842970383 -0.0027603690575233489 0.010004922766583386 -0.0084601703798398379 -0.0080143119557760656 0.0027542285541338582 0.0019323514220524014 -0.0069954249130275391 -0.0047860407119151207 -0.012967682925518604 -0.0071982397365250765 -0.0092457326738020554 -0.0010637857607223343 0.0075086244720626964 0.004724724441594272 -0.0069176716970339907 0.007722675383445763 0.00015397651245603117
leaf_weight=37 22 40 21 21 21 1381 22 21 22 35 21 30 23 32 27 20 20 35 154 26 50 20 21 26 86 22 54 31 21 759
leaf_count=37 22 40 21 21 21 1381 22 21 22 35 21 30 23 32 27 20 20 35 154 26 50 20 21 26 86 22 54 31 21 759
internal_value=0 -3.00375e-05 0.000277487 0.000357958 0.000270175 0.000352073 -0.000308672 -0.000209188 0.00419873 -0.000332667 -0.00374069 -0.000203628 0.00549164 -0.000415304 0.00308137 -0.000566221 -0.000449013 -0.000334992 -0.00021814 -0.000505869 -0.000355888 -0.00413314 -0.000977947 -8.22262e-05 -0.00296317 0.000262134 8.79012e-05 -0.00020291 4.78823e-05 -0.00015134
internal_weight=0 3084 1466 1445 1424 1403 1618 1578 43 1535 56 1479 53 1426 59 1367 1347 1327 1305 1151 1125 76 56 1049 112 937 915 861 830 809
internal_count=3121 3084 1466 1445 1424 1403 1618 1578 43 1535 56 1479 53 1426 59 1367 1347 1327 1305 1151 1125 76 56 1049 112 937 915 861 830 809
is_linear=0
shrinkage=0.1


Tree=629
num_leaves=31
num_cat=0
split_feature=454 448 447 147 448 147 151 151 151 16 133 0 31 34 457 0 457 9 15 150 42 4 4 1375 457 43 52 457 3 3
split_gain=0.0230181 0.0240089 0.0328847 0.092523 0.0489755 0.0504884 0.0288545 0.0490194 0.139986 0.17787 0.105375 0.0490138 0.043245 0.0586955 0.042403 0.105872 0.0567091 0.0560203 0.146249 0.0439635 0.134213 0.226253 0.147425 0.0680068 0.0509803 0.153544 0.0587699 0.0570711 0.054456 0.59476
threshold=0.093465000000000006 -0.086659999999999987 0.10326500000000001 0.096620000000000011 -0.076874999999999985 0.090425000000000019 0.26665000000000005 0.084350000000000008 0.009020000000000002 -0.095094999999999985 0.084655000000000022 -0.08824499999999999 -0.084869999999999987 -0.084564999999999987 0.091945000000000013 -0.085754999999999984 0.084740000000000024 0.037245000000000007 -0.098289999999999975 0.090735000000000024 0.083995000000000014 -0.0083799999999999986 -0.0083799999999999986 0.093520000000000006 -0.085584999999999981 -0.084794999999999995 -0.016329999999999997 -0.082464999999999983 -0.081054999999999974 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 12 -10 -9 -12 -6 -14 16 -16 17 19 -19 23 21 -21 -22 24 25 26 -15 -26 -29 -30
right_child=-2 2 -4 -5 5 -7 -8 10 9 -11 11 -13 13 14 15 -17 -18 18 -20 20 22 -23 -24 -25 27 -27 -28 28 29 -31
leaf_value=-0.0025102758201191559 -0.0033816104021389039 0.0036836222926568659 -0.0037999208572066646 0.0049196365659531114 0.0042851943925294716 -0.0046941338453705059 -0.003373491449281573 0.0067799980060733629 0.00044708727985959159 -0.012583063375204801 -0.0043543414352461693 0.0026466414413880558 -0.0043772610948265836 -0.0028198724530418134 0.0068414430258174749 -0.0018769574622778098 -0.0037720960099250078 -0.00089258670218681033 0.0089555860012769713 0.013690391994480576 -0.0073081791846324575 -0.00082103554582731294 0.0031211905077339688 -0.0056199209171939983 -0.0053059485962703122 0.0097875402175954408 0.0040116864140145479 0.00041817685495449991 -0.016466880929858787 -0.00023106165944041351
leaf_weight=37 20 36 22 39 24 23 25 33 22 20 20 20 30 34 30 26 39 38 25 21 23 22 33 22 21 21 20 1165 23 1187
leaf_count=37 20 36 22 39 24 23 25 33 22 20 20 20 30 34 30 26 39 38 25 21 23 22 33 22 21 21 20 1165 23 1187
internal_value=0 2.18098e-05 5.23866e-05 8.02468e-05 1.73976e-05 -2.70865e-05 9.37485e-06 3.83477e-05 -2.72836e-05 -0.00575775 0.00259707 -0.00085385 5.85507e-05 2.20617e-05 7.00543e-05 0.00279361 1.34399e-05 6.90466e-05 0.00301542 -2.56658e-06 0.00206411 0.00626594 -0.0011623 -8.46367e-05 -3.53545e-05 0.00253195 -0.000289665 -0.000115717 -6.98242e-05 -0.000539676
internal_weight=0 3101 3064 3042 3003 2967 2944 2919 2846 42 73 40 2804 2780 2750 56 2694 2655 63 2592 99 43 56 2493 2471 75 54 2396 2375 1210
internal_count=3121 3101 3064 3042 3003 2967 2944 2919 2846 42 73 40 2804 2780 2750 56 2694 2655 63 2592 99 43 56 2493 2471 75 54 2396 2375 1210
is_linear=0
shrinkage=0.1


Tree=630
num_leaves=31
num_cat=0
split_feature=1419 1425 1425 1426 156 475 15 16 3 3 3 4 3 484 131 474 3 4 13 133 3 3 12 15 12 130 150 482 131 12
split_gain=0.0226696 0.0304215 0.0443294 0.0323985 0.0406441 0.0319056 0.0666456 0.0272209 0.0935944 0.098549 0.105424 0.0790834 0.0687287 0.0803236 0.063571 0.0748186 0.0803715 0.0846073 0.0694209 0.118649 0.0651641 0.0693978 0.0686324 0.0970762 0.169019 0.0491641 0.0794232 0.0533658 0.0805846 0.0651345
threshold=0.11420000000000001 0.10129000000000002 0.08789000000000001 -0.061919999999999996 0.11715000000000002 -0.24615999999999996 -0.03241999999999999 0.058835000000000005 -0.24190499999999995 -0.15713499999999997 -0.12711499999999995 -0.39518999999999993 -0.094874999999999987 0.091180000000000011 0.11767000000000001 0.081755000000000008 0.12178000000000001 -0.46376499999999993 -0.0013449999999999996 0.086910000000000015 -0.081924999999999984 -0.076514999999999986 -0.040564999999999997 0.013270000000000002 0.097575000000000009 -0.22461999999999996 0.13879000000000002 0.085875000000000021 0.090150000000000022 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 11 -9 -10 -11 -5 -12 14 15 16 17 -14 19 -17 -19 -22 -23 24 -24 -13 27 29 -29 -27
right_child=-2 -3 -4 4 5 6 -8 8 9 10 12 25 13 -15 -16 18 -18 20 -20 -21 21 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.003472931595105264 0.0030615415576903619 -0.0031926815863698721 0.0045859941214855225 0.0060588717756962238 -0.00096015148796141153 0.00071679146454573189 0.0082203925517387692 -0.0074157630000263458 0.0055547481331114585 -0.0070886055976152433 0.0028945899627764119 -0.0042889712235102294 -0.0079908368238450402 -0.0053142121209561631 0.0042461173091497689 -0.0051879989700391897 0.0038434978729734817 -0.0055785740312250497 0.0062342240894213323 0.0042126936597171533 0.0024816237271149109 0.0018316473258010143 -0.013170780802500391 0.00064623953897834704 -0.0016250746004516259 -0.00084686900003433103 0.0062058569275818412 0.0036460399479520595 -0.0022139952016004827 0.00029793751940758169
leaf_weight=27 24 30 21 22 20 29 20 20 26 25 55 26 23 37 27 25 24 34 25 29 47 33 21 34 32 743 21 88 32 1501
leaf_count=27 24 30 21 22 20 29 20 20 26 25 55 26 23 37 27 25 24 34 25 29 47 33 21 34 32 743 21 88 32 1501
internal_value=0 -2.37252e-05 7.27206e-06 -2.4295e-05 6.54743e-06 0.00240568 0.00377949 -4.95678e-05 -0.000708538 -0.00043863 -0.000769474 9.046e-05 -0.000415263 -0.000880843 -0.000417469 -0.000802535 -0.00165626 -0.00224552 0.00187752 -0.000139479 -0.0015881 -0.000775664 -0.00205144 -0.00352433 -0.00619979 3.59992e-05 8.31477e-05 2.87581e-05 0.00208336 -8.11138e-05
internal_weight=0 3097 3067 3046 3019 69 49 2950 517 497 471 2433 446 391 354 327 248 224 79 54 201 167 120 87 53 2411 2385 2364 120 2244
internal_count=3121 3097 3067 3046 3019 69 49 2950 517 497 471 2433 446 391 354 327 248 224 79 54 201 167 120 87 53 2411 2385 2364 120 2244
is_linear=0
shrinkage=0.1


Tree=631
num_leaves=31
num_cat=0
split_feature=1451 1451 159 481 484 1447 133 160 12 51 16 50 50 1456 156 43 160 483 2 1455 42 1455 160 1 1419 13 1429 2 474 156
split_gain=0.0236621 0.0398402 0.0291054 0.0264415 0.151153 0.182988 0.161618 0.0466918 0.0429799 0.0337379 0.0856807 0.0479381 0.086818 0.0526878 0.0562825 0.059834 0.105474 0.0442542 0.0760268 0.0723723 0.138097 0.104397 0.0401604 0.127232 0.0410183 0.0590132 0.0573638 0.185591 0.0996995 0.141769
threshold=0.089825000000000002 0.081365000000000007 0.16394500000000004 -0.082304999999999989 -0.081614999999999979 -0.083679999999999991 0.087575000000000014 -0.55045999999999984 0.085495000000000015 -0.43587999999999999 0.51747500000000002 -0.23848499999999997 -0.078179999999999986 0.083690000000000014 0.087645000000000015 -0.0082299999999999995 -0.079279999999999975 -0.096724999999999992 0.088475000000000012 -0.088559999999999986 0.086035000000000014 -1.0000000180025095e-35 -0.52439499999999983 0.084785000000000013 0.086505000000000012 -0.071554999999999994 0.052280000000000007 0.086590000000000014 0.083685000000000023 0.087045000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 8 -5 -1 10 -9 -11 -13 17 15 16 -15 18 -14 20 -19 -21 23 -23 26 -26 -24 -28 -29 -30
right_child=-2 -3 -4 7 5 -7 -8 9 -10 11 -12 12 13 14 -16 -17 -18 19 -20 21 -22 22 24 -25 25 -27 27 28 29 -31
leaf_value=-0.0013024866872001441 0.0026635527173339418 -0.004268765767020258 -0.0033961586486548189 -0.0037718200350575375 0.013132784073241055 0.000784101481937493 -0.0088190707422438116 0.0058292091436669587 0.0042382669685009332 0.0034908313475745288 -0.002074935517157428 -0.005625402418497418 -0.0014377749635882322 -0.0022164486063081983 0.0026872574839563595 0.00069237355623514424 -0.010739210653118789 0.0026794555876404049 0.006584777265649152 0.0072810667008161552 -0.0080481263032803948 -0.0018649740312248469 5.3146450755782623e-05 0.0086934258845368668 -0.0012810002081096172 0.0058311519545636015 -0.0079078337595535394 -0.0052175474353134636 0.0074296311588113902 -0.00081176097311715534
leaf_weight=28 33 22 25 33 20 30 21 32 28 38 24 28 21 53 21 31 20 20 27 20 30 25 2243 21 20 28 39 30 28 82
leaf_count=28 33 22 25 33 20 30 21 32 28 38 24 28 21 53 21 31 20 20 27 20 30 25 2243 21 20 28 39 30 28 82
internal_value=0 -2.84641e-05 1.96205e-06 2.98979e-05 0.00144236 0.00572357 -0.00133764 -3.16611e-05 0.00146789 1.118e-05 0.00244172 -3.70006e-05 -8.51016e-05 -2.88753e-05 -0.00203488 -0.00298839 -0.00455145 6.63223e-05 0.00307491 1.04785e-05 -0.00375709 8.47603e-05 2.75559e-05 0.00295517 -2.69664e-05 0.00286776 -8.43349e-05 -0.00180708 -0.00010758 0.00128605
internal_weight=0 3088 3066 3041 127 50 77 2914 56 2881 56 2825 2787 2759 125 104 73 2634 48 2586 50 2536 2516 46 2470 48 2422 179 140 110
internal_count=3121 3088 3066 3041 127 50 77 2914 56 2881 56 2825 2787 2759 125 104 73 2634 48 2586 50 2536 2516 46 2470 48 2422 179 140 110
is_linear=0
shrinkage=0.1


Tree=632
num_leaves=31
num_cat=0
split_feature=8 11 11 2 11 11 4 393 132 42 128 38 394 129 129 129 129 376 123 40 1186 403 9 0 0 1 2 0 2 4
split_gain=0.0223124 0.0388009 0.0430135 0.144126 0.0604646 0.0957527 0.0813524 0.0312092 0.0724502 0.0814584 0.0307373 0.0772497 0.0671445 0.032857 0.0495808 0.0550203 0.03689 0.0352562 0.041686 0.0830642 0.045538 0.13866 0.0482524 0.110703 0.066517 0.209756 0.205522 0.194432 0.13441 0.0878805
threshold=0.099635000000000015 0.10177000000000001 0.091795000000000015 0.11067500000000001 0.086080000000000018 0.08326500000000002 -0.15464999999999998 0.10358500000000001 -0.083919999999999981 -0.021469999999999996 0.11976500000000002 0.10914000000000001 -0.13579999999999995 0.10698500000000001 0.10327000000000001 0.097955000000000014 0.11266500000000002 -0.18919999999999998 -0.043329999999999994 1.0000000180025095e-35 0.083355000000000012 0.085640000000000008 -0.085744999999999988 -0.069954999999999976 0.047850000000000011 0.10234000000000001 0.10613000000000002 1.0000000180025095e-35 0.087750000000000009 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 -6 10 -9 -10 11 12 -1 14 15 17 -15 -14 -19 20 22 -22 23 -20 27 26 -26 29 -29 -24
right_child=-2 -3 3 -5 6 -7 -8 8 9 -11 -12 -13 13 16 -16 -17 -18 18 19 -21 21 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0051210497470142759 0.0032486122578293795 -0.0031163658341392879 -0.0017393835687211584 0.0092198693548284829 -0.0078422877957801448 0.0069235334068071105 0.00039856172678992156 0.0065247567758585021 0.0032753607450888077 -0.0049025860825730938 0.0028738142960771391 -0.0061504837923816273 0.0037549856157662966 0.005590957822278142 -0.0045843277825042611 0.0048511358565124481 -0.00020009869370948187 -0.0046432492762687617 0.0011280663870275021 0.0051714463116756329 -0.0095591280795633803 0.0011902826357011993 0.0044865066391350924 -0.0088535308348946275 0.0025034325121669099 0.0086929808500119388 -0.0073230550279198533 -0.012298042269512303 -0.0021227287226151127 -7.6616408497116721e-05
leaf_weight=26 21 40 28 21 23 20 25 24 29 21 35 21 24 22 24 23 22 20 25 30 20 30 43 20 80 36 29 21 34 2284
leaf_count=26 21 40 28 21 23 20 25 24 29 21 35 21 24 22 24 23 22 20 25 30 20 30 43 20 80 36 29 21 34 2284
internal_value=0 -2.20067e-05 1.84424e-05 0.00295744 -2.93859e-05 2.76503e-05 -0.00355018 -1.92127e-05 0.00200845 -0.000159377 -7.15121e-05 -0.000107887 -6.27769e-05 -1.55882e-05 -5.90752e-05 -1.91318e-05 0.00269543 -6.06808e-05 -9.49532e-05 -6.06524e-05 -0.000120516 -0.00310948 -6.24103e-05 -0.0033082 -4.61038e-06 0.00207485 -0.000110954 -0.000131194 -0.00600785 7.7043e-06
internal_weight=0 3100 3060 49 3011 2963 48 2943 74 50 2869 2834 2813 2787 2743 2719 44 2696 2672 2652 2622 50 2572 45 2527 145 109 2382 55 2327
internal_count=3121 3100 3060 49 3011 2963 48 2943 74 50 2869 2834 2813 2787 2743 2719 44 2696 2672 2652 2622 50 2572 45 2527 145 109 2382 55 2327
is_linear=0
shrinkage=0.1


Tree=633
num_leaves=31
num_cat=0
split_feature=474 475 49 51 0 471 15 1427 474 2 12 474 474 474 14 448 14 14 1348 9 30 9 150 1371 1375 150 150 151 447 149
split_gain=0.0212041 0.0842384 0.126297 0.0979051 0.0643768 0.043457 0.0433871 0.0313985 0.0641865 0.13028 0.0624196 0.0600689 0.109392 0.134528 0.0569013 0.0420401 0.0641209 0.0555584 0.0496661 0.045139 0.151918 0.0733368 0.0514853 0.0490182 0.0486183 0.0618827 0.101063 0.0864181 0.0842173 0.0629691
threshold=0.10008000000000002 -0.082759999999999986 0.10299000000000001 -0.016074999999999996 -0.073309999999999986 0.086855000000000016 -0.084564999999999987 0.088585000000000011 0.090025000000000008 0.088555000000000009 0.088245000000000004 0.088435000000000014 0.086990000000000012 0.085500000000000007 0.10189000000000002 -0.083689999999999987 0.085220000000000004 0.078235000000000013 0.086620000000000016 -0.085744999999999988 0.086815000000000017 -0.013509999999999999 0.12706500000000001 0.084775000000000017 -0.15308499999999997 0.10699000000000002 0.10314000000000002 0.095500000000000015 0.089095000000000021 0.079000000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 7 -7 8 11 -10 -9 12 13 14 15 18 17 19 -1 20 -17 -21 23 24 -23 26 27 29 -27 -26
right_child=1 2 -4 -5 -6 6 -8 10 9 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 21 -22 22 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.0061397177943338958 0.0062220901061125385 0.0028124521390589722 0.0060995822846889496 -0.0079026749268883752 -0.0042295612084368864 -0.00014710988347920091 -0.0060433241077892802 -0.0011447178066841194 -0.0090871019653328087 0.0014450596315631024 0.0065654827991411804 0.0040758079021341277 -0.0059426128723463348 0.0062824315802358539 -0.0052320043268125685 -0.0093993798120036026 0.0054200715766373007 -0.0037971937256914227 0.0006076725479215384 0.0049462807965615111 0.0017687521987305634 0.0035944944443671331 0.0038618510801877296 -0.0043196412856699546 2.8890979803432646e-05 -0.0073246038415365755 0.0066696695618979314 -0.0052363824399728927 -2.0219470178218266e-05 0.0055296297866984142
leaf_weight=24 27 34 25 21 21 26 24 21 23 24 21 36 31 34 21 21 22 38 20 31 29 38 35 26 2308 27 23 31 38 21
leaf_count=24 27 34 25 21 21 26 24 21 23 24 21 36 31 34 21 21 22 38 20 31 29 38 35 26 2308 27 23 31 38 21
internal_value=0 0.00126041 -6.59805e-05 -0.00209413 0.000123683 -5.39032e-05 -0.00297729 -4.23642e-06 -4.3538e-05 -0.00370898 0.00271038 1.68248e-05 -3.50288e-05 3.06817e-05 -4.65284e-05 -6.66933e-06 4.3519e-05 -8.48615e-07 -0.00307272 5.40453e-05 -0.00292186 0.000111763 5.29209e-05 -1.49433e-07 4.50263e-05 -1.00717e-05 7.29657e-05 8.67574e-06 -0.00305435 7.84897e-05
internal_weight=0 128 101 76 55 2993 50 2943 2901 47 42 2854 2818 2787 2753 2732 2688 2666 44 2628 50 2578 2547 2512 2486 2448 2383 2360 65 2329
internal_count=3121 128 101 76 55 2993 50 2943 2901 47 42 2854 2818 2787 2753 2732 2688 2666 44 2628 50 2578 2547 2512 2486 2448 2383 2360 65 2329
is_linear=0
shrinkage=0.1


Tree=634
num_leaves=31
num_cat=0
split_feature=1209 13 1208 403 42 42 3 43 16 43 43 43 2 2 483 2 3 13 132 480 471 3 1429 157 151 42 474 0 0 42
split_gain=0.0207637 0.0819235 0.0490279 0.0485821 0.0344231 0.0974481 0.0381935 0.0696728 0.0394085 0.0313562 0.25089 0.112049 0.0793188 0.134402 0.159912 0.126002 0.211671 0.114335 0.107994 0.117957 0.115015 0.106018 0.105399 0.180058 0.173582 0.186111 0.160159 0.0983634 0.176805 0.215509
threshold=0.083050000000000013 -0.088854999999999976 1.0000000180025095e-35 -0.0044549999999999998 0.11747 0.087550000000000017 -0.089089999999999989 -0.14169499999999999 -0.083539999999999989 -0.011694999999999999 -0.010739999999999998 -0.012164999999999999 0.089525000000000007 0.088850000000000012 -0.095689999999999983 0.10527500000000002 -0.15327499999999997 -0.013304999999999999 -0.029554999999999994 0.091250000000000012 0.084780000000000008 -0.15447499999999995 -0.060529999999999994 -0.087424999999999989 -0.14575499999999997 0.083995000000000014 0.083455000000000015 -0.086834999999999982 -0.082724999999999979 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 5 6 7 -3 -8 11 -11 12 13 14 -1 16 -14 -15 -16 20 22 -17 -20 26 25 -25 -24 -26 29 -29
right_child=1 3 -4 -5 -6 -7 8 -9 -10 10 -12 -13 15 17 18 21 -18 -19 19 -21 -22 -23 23 24 27 -27 -28 28 -30 -31
leaf_value=0.0066505309712903754 0.0069036860695286173 0.002006010213137969 -0.0049999081261921678 0.0044485693506430835 0.0026728657877136924 -0.007343757862136477 -0.0012885581376031042 -0.0057776277317948968 0.0044814819767107737 -0.011503098206594587 -0.00021846956737130269 0.0077088640769943598 0.011981110856868328 -0.010713045128985592 0.0050613489096148819 -0.0075528041133657107 0.0016437575252333731 -0.00037485941546037797 0.0043701429263149445 0.0045193135817875952 -0.0075248210547635185 -2.0934675259540151e-05 -0.0013642155784293125 0.011112085510045291 0.0006006402804734196 -0.0018301060935482383 -0.01386803197907284 -0.0026350505274079254 -0.00082711845642426595 -0.013232076360977122
leaf_weight=33 21 23 20 24 29 21 20 23 29 20 1322 20 21 23 34 20 349 20 38 41 26 285 21 25 215 20 20 61 269 28
leaf_count=33 21 23 20 24 29 21 20 23 29 20 1322 20 21 23 34 20 349 20 38 41 26 285 21 25 215 20 20 61 269 28
internal_value=0 0.00101306 -6.56711e-05 0.000281092 -0.000408698 -0.00117909 0.000183627 -0.00188581 0.00212636 -3.17704e-05 -0.000386646 0.000271762 0.000175738 -0.000453129 -0.000171044 0.000990003 0.00223047 -0.00590459 -0.000453139 -0.000698548 -0.000994443 -0.000514828 -0.000750842 -0.00104613 -0.000620378 0.00536 -0.00746364 -0.00109004 -0.00210539 -0.00596895
internal_weight=0 190 2931 169 145 116 95 46 49 2911 1342 1569 1549 874 831 675 370 43 798 764 723 305 697 659 618 45 41 573 358 89
internal_count=3121 190 2931 169 145 116 95 46 49 2911 1342 1569 1549 874 831 675 370 43 798 764 723 305 697 659 618 45 41 573 358 89
is_linear=0
shrinkage=0.1


Tree=635
num_leaves=31
num_cat=0
split_feature=138 1348 1375 1374 455 150 133 1 160 13 151 52 149 43 1374 1365 1373 49 49 447 147 472 457 457 124 1 151 151 151 457
split_gain=0.0195814 0.0244215 0.0295236 0.0474668 0.0356229 0.0416601 0.154018 0.122245 0.120413 0.0562243 0.0517117 0.106786 0.0403045 0.0631301 0.0321762 0.0349753 0.0547623 0.0400536 0.0607331 0.046246 0.0641861 0.0455977 0.0441172 0.048848 0.0522248 0.102574 0.0896209 0.0944754 0.0798732 0.105885
threshold=0.099165000000000017 0.091105000000000005 -0.24467499999999998 -0.096434999999999979 0.093680000000000013 0.10314000000000002 0.085760000000000017 0.088975000000000012 -0.085579999999999976 -0.074519999999999989 0.092070000000000013 -0.016949999999999996 0.079000000000000015 -0.54673999999999989 0.089635000000000006 0.085415000000000005 0.085770000000000013 0.26982 0.15266500000000002 0.088125000000000023 0.087210000000000024 1.0000000180025095e-35 0.086120000000000016 0.084740000000000024 -0.087104999999999988 0.10389500000000002 -0.08688499999999999 -0.088934999999999986 -0.085134999999999975 -0.0056599999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 10 7 -7 -8 -9 12 -12 13 -5 15 16 17 18 19 20 21 22 23 24 25 -15 27 -26 -28 -30
right_child=-2 -3 3 4 -6 6 8 9 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 28 -29 29 -31
leaf_value=0.0030262841668445618 0.0031189696793444458 -0.0031976727283714959 -0.0039201540301644034 -0.0054886713490954475 -0.0041933802794665099 -0.0073906417819671333 0.0014717320888303221 0.0043200035393238063 0.012445031876850407 -0.0012710443251086651 0.0015786429401487114 -0.0081665034365394837 0.0034889168951353481 -0.00095328731501164539 -0.0039814536577614489 0.003560339950490743 0.0050946821769078578 -0.0037942435525889907 0.0047264215096624361 0.0043291244345406692 -0.0043342770210334234 0.0040650098688072627 0.0032713917209408606 -0.0048093531746417287 -0.001045163760944787 0.0068940959435196654 0.0047528054209097347 -0.0096172608342021716 -0.0046357020027547454 -2.8594176184459333e-05
leaf_weight=32 20 24 31 21 20 20 20 35 20 37 22 23 33 36 20 28 21 28 27 24 35 27 39 22 36 31 34 20 51 2284
leaf_count=32 20 24 31 21 20 20 20 35 20 37 22 23 33 36 20 28 21 28 27 24 35 27 39 22 36 31 34 20 51 2284
internal_value=0 -2.01159e-05 4.66843e-06 -2.70858e-05 1.29557e-05 4.10541e-05 0.00177798 -0.000474363 0.00695838 0.00144683 -3.90559e-05 -0.00340221 1.46686e-05 -2.65132e-05 1.50016e-05 4.41409e-05 7.87807e-06 -3.17741e-05 7.74173e-06 -4.05358e-05 -8.06397e-05 -2.29354e-05 -6.61686e-05 -0.000117945 -7.65277e-05 0.00267759 -0.000152621 -0.00410663 -5.91534e-05 -0.000129221
internal_weight=0 3101 3077 3045 3014 2994 132 92 40 72 2862 45 2817 2784 2763 2743 2715 2694 2666 2639 2615 2580 2553 2514 2492 67 2425 56 2369 2335
internal_count=3121 3101 3077 3045 3014 2994 132 92 40 72 2862 45 2817 2784 2763 2743 2715 2694 2666 2639 2615 2580 2553 2514 2492 67 2425 56 2369 2335
is_linear=0
shrinkage=0.1


Tree=636
num_leaves=31
num_cat=0
split_feature=1212 403 42 2 12 1209 0 402 1210 402 8 133 129 42 0 9 403 484 42 1 15 0 43 160 0 16 403 12 2 3
split_gain=0.0202548 0.0967478 0.0633546 0.0829379 0.0629404 0.0438834 0.0551707 0.0423764 0.0608141 0.0501594 0.0386175 0.0383418 0.0354462 0.0382175 0.0714557 0.0679495 0.0652284 0.0728973 0.0747224 0.0906207 0.0949884 0.0678766 0.13987 0.067849 0.059966 0.104085 0.0884122 0.0796081 0.0741495 0.0662699
threshold=-0.014129999999999998 -0.0076149999999999994 0.084535000000000013 0.088125000000000023 0.088105000000000003 -0.067109999999999989 -0.086834999999999982 0.2506000000000001 -0.15347999999999998 0.11844500000000001 0.099635000000000015 -0.062749999999999986 -0.085659999999999986 0.094365000000000018 0.18019500000000002 -0.092544999999999975 0.054065000000000009 0.0038100000000000005 0.096610000000000015 0.096860000000000016 0.089740000000000014 -0.046359999999999991 -0.072864999999999985 -0.15400999999999995 -0.061629999999999997 -0.072359999999999994 -0.072624999999999981 0.097145000000000023 0.10060500000000001 -0.079724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7 8 -2 10 12 -8 -10 14 15 -14 17 18 19 20 -15 24 -23 -19 25 27 -27 29 -28 -20
right_child=7 2 5 -5 -6 6 11 -9 9 -11 -12 -13 13 16 -16 -17 -18 23 21 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0055888164127748967 0.0051992179402573545 0.0036467041864636398 0.0025408913391520797 0.0073256366957060023 -0.0041917759925127031 -0.006058221847550678 0.0019696685100166964 -0.0046573242382146425 0.0040194282629748895 -0.0049479007754208784 0.0043360816524364056 -0.0028316389584245212 0.0054505702756744417 0.011293985978276893 -0.0056965786575650179 -0.00026372953082663334 0.0056967843547463424 0.00068495091632939879 -0.0030238118002864911 -0.0007115987692183505 0.0020013511879369617 -0.0017831290827113361 0.0089045792240649464 -0.0065447698657711342 -0.0043705385023107132 0.0070406270919945741 -0.001706688734263463 -0.0068637959838200079 0.0041269116153990898 0.0026339938864111904
leaf_weight=37 22 21 23 23 20 28 29 20 21 21 20 39 21 22 24 2293 25 25 47 27 22 24 25 27 33 29 53 26 37 37
leaf_count=37 22 21 23 23 20 28 29 20 21 21 20 39 21 22 24 2293 25 25 47 27 22 24 25 27 33 29 53 26 37 37
internal_value=0 0.000925081 -1.78597e-05 0.0025193 -0.000176945 -0.00138238 -0.00232233 -7.01544e-05 -3.83101e-05 -7.86129e-05 -4.25822e-05 -0.000784023 -7.36586e-05 -0.00010439 -0.000268173 -0.000211871 0.000729869 0.000443756 0.000921925 0.00384907 0.00664767 0.000253669 0.00366978 -0.00306894 -0.000385223 0.00018908 0.00223882 -0.00202836 0.000691569 -0.000531683
internal_weight=0 220 183 64 41 119 96 2901 2881 2859 2838 68 2818 2797 2338 2314 459 434 382 71 44 311 49 52 262 229 119 110 90 84
internal_count=3121 220 183 64 41 119 96 2901 2881 2859 2838 68 2818 2797 2338 2314 459 434 382 71 44 311 49 52 262 229 119 110 90 84
is_linear=0
shrinkage=0.1


Tree=637
num_leaves=31
num_cat=0
split_feature=132 132 398 398 16 1201 43 131 131 0 51 14 2 0 3 43 160 51 13 150 52 13 0 1 1 457 38 40 14 9
split_gain=0.0212281 0.0357633 0.0290527 0.0786748 0.0629127 0.0428018 0.0287904 0.0250053 0.0477574 0.0282243 0.103519 0.150324 0.0915753 0.192647 0.130206 0.123185 0.102136 0.129599 0.131896 0.0943307 0.0935787 0.0998245 0.174225 0.135567 0.172815 0.125276 0.0682899 0.0883568 0.0827981 0.0741889
threshold=-0.43443999999999999 -0.26631499999999991 0.10071000000000001 0.089640000000000011 -0.080344999999999986 -0.081779999999999978 0.28064000000000006 0.13707500000000003 0.13052000000000002 -0.10224499999999999 0.11984500000000002 -0.24277999999999997 0.08622500000000001 -0.15350499999999997 0.0051600000000000005 0.016310000000000002 0.10830500000000001 0.087505000000000013 -0.094514999999999988 0.11614000000000001 0.15915500000000002 -0.091559999999999989 -0.16360999999999995 0.10708500000000001 0.085605000000000014 0.083190000000000014 0.091770000000000004 0.051255000000000002 0.018475000000000002 -0.085744999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 7 8 9 10 11 -7 13 -13 -15 16 17 19 -19 20 21 22 -14 24 -23 -26 27 28 29 -11
right_child=1 2 4 -5 -6 6 -8 -9 -10 26 -12 12 15 14 -16 -17 -18 18 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0023184226936278627 0.0034651853765050571 0.004287445350833561 -0.0066755590820685023 0.0062830899283289922 0.0010738298762589694 0.0070931975479022816 -0.0028538645216031003 0.0029654848574344733 -0.0049070004420354967 -0.0039907924194888377 -0.0064577799820309065 0.0075821515430059098 -0.005035847960971296 0.0012684992250444286 -0.0075981954112648966 -0.0075211656279861932 -0.0077043184567065466 -0.0014314235321113043 0.0093187572024762636 0.0032519457473730051 -0.0079740128470196705 6.8491419115162001e-05 0.0064253811245887638 0.0014856474834301001 -0.011220944874609512 -0.0019058345753530212 0.0053487114682793623 -0.0057025572512289869 -0.0055628945268690584 0.00030239628803205542
leaf_weight=39 30 23 20 20 22 26 36 28 20 41 29 38 21 67 22 31 21 21 25 39 24 45 36 53 42 22 25 26 25 2204
leaf_count=39 30 23 20 20 22 26 36 28 20 41 29 38 21 67 22 31 21 21 25 39 24 45 36 53 42 22 25 26 25 2204
internal_value=0 2.93376e-05 -4.43547e-06 3.20099e-05 -0.00261636 -9.80332e-06 -4.31153e-05 -8.59231e-06 -3.72779e-05 -3.49553e-06 -0.000639351 -0.000322776 -0.000703083 0.00162166 -0.000923268 -0.00148004 -0.000943432 -0.00051057 0.00441107 -0.00131339 -0.0020461 -0.00139646 0.00220282 -0.00266288 -0.00468005 -0.00801888 0.000150469 9.38676e-05 0.000160258 0.000223991
internal_weight=0 3082 3052 3010 42 2990 2967 2931 2903 2883 562 533 507 127 89 380 349 328 46 282 243 219 57 162 109 64 2321 2296 2270 2245
internal_count=3121 3082 3052 3010 42 2990 2967 2931 2903 2883 562 533 507 127 89 380 349 328 46 282 243 219 57 162 109 64 2321 2296 2270 2245
is_linear=0
shrinkage=0.1


Tree=638
num_leaves=31
num_cat=0
split_feature=133 132 132 131 131 131 399 133 15 15 15 1447 1447 3 1455 15 401 394 132 1186 14 16 1 1 402 1210 1210 3 15 42
split_gain=0.0206757 0.0286461 0.0415063 0.0395975 0.0385407 0.053292 0.0388674 0.0821089 0.0379436 0.0712275 0.0604649 0.0583922 0.14549 0.124579 0.06032 0.0582949 0.0584865 0.0617795 0.0990144 0.0697385 0.0706334 0.107882 0.0972749 0.388896 0.129609 0.10146 0.134378 0.100988 0.0896796 0.103978
threshold=-0.54084999999999994 0.15255000000000002 0.11942500000000002 0.13052000000000002 0.11767000000000001 0.11385000000000002 -0.087854999999999989 -0.52400999999999998 0.084510000000000016 0.084735000000000019 0.084195000000000006 -0.086059999999999984 -0.085024999999999989 -0.085784999999999986 -0.065979999999999983 0.085035000000000013 0.13148500000000005 -0.13579999999999995 -0.083284999999999984 0.0044650000000000011 0.077685000000000018 -0.14771999999999999 0.090540000000000023 0.09253500000000002 0.12629000000000004 -0.08453999999999999 -0.065674999999999983 -0.055119999999999995 0.11171000000000002 0.090395000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 10 -10 -9 13 -13 -11 -14 -16 17 -17 -19 20 22 -22 24 -24 25 -20 -27 28 -28 -30
right_child=1 -3 -4 -5 -6 -7 7 8 9 11 -12 12 14 -15 15 16 -18 18 19 -21 21 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=0.0023498440501154277 0.0041766540909355344 -0.0030046006781049074 0.0031249464572673399 -0.0044753204938024283 0.0036817643857960194 -0.0051903098181355746 -0.0062727974974439438 -0.0001798195738682018 0.0059183450338120263 0.0097283964589587411 -0.0053367867220557585 -0.0080034831383576002 -0.0043112347045770058 -0.0012994196731597185 -0.0035953100305050611 -0.0037254362423953824 -0.0030597885022871198 0.0065824934169086196 -0.0032592566990244545 -0.0047839543870871982 0.0022874508823622903 -0.0077330222395672046 -0.010826233999743577 0.0018674160079956332 0.009225007420900511 0.0099349273501762331 0.0020455618076006413 0.0079810192226432274 0.0032766145411068982 -0.0051238795146118944
leaf_weight=37 22 32 42 20 28 20 21 1981 24 20 23 21 26 21 32 27 38 32 38 21 21 22 31 109 24 21 279 24 23 41
leaf_count=37 22 32 42 20 28 20 21 1981 24 20 23 21 26 21 32 27 38 32 38 21 21 22 31 109 24 21 279 24 23 41
internal_value=0 -2.8192e-05 3.0154e-06 -4.05464e-05 -1.08824e-05 -4.57892e-05 -1.08163e-05 -4.23657e-05 2.76675e-06 0.000544122 -0.000239006 0.000396038 0.000214059 0.00408 0.00042737 0.000584718 0.000762829 0.000966559 0.00115123 0.000885479 0.00107356 -0.0028393 0.00135874 -0.000943321 0.00207494 0.00167212 0.00215508 0.00170992 0.00127112 -0.00210495
internal_weight=0 3084 3052 3010 2990 2962 2942 2920 2899 895 2004 871 830 41 809 783 751 713 686 654 633 43 590 140 450 426 388 367 343 64
internal_count=3121 3084 3052 3010 2990 2962 2942 2920 2899 895 2004 871 830 41 809 783 751 713 686 654 633 43 590 140 450 426 388 367 343 64
is_linear=0
shrinkage=0.1


Tree=639
num_leaves=31
num_cat=0
split_feature=44 1452 3 3 13 2 1456 52 52 39 3 151 13 3 16 16 13 150 4 13 33 15 41 4 16 1420 2 0 43 0
split_gain=0.0201649 0.0412909 0.0389007 0.108712 0.150815 0.0839286 0.0759493 0.0721587 0.145637 0.126546 0.249993 0.262441 0.218249 0.155848 0.0873313 0.131452 0.0851023 0.0771789 0.0827405 0.0660488 0.091305 0.0578687 0.0472516 0.0722223 0.0477402 0.0966196 0.104651 0.0826256 0.188593 0.0925137
threshold=0.10049500000000001 0.11850000000000001 -0.0049599999999999991 -0.0087149999999999988 -0.050064999999999991 0.25063000000000007 -0.033364999999999992 -0.080979999999999983 -0.087284999999999988 0.089790000000000023 0.090900000000000009 -0.00016499999999999997 -0.010384999999999998 0.097915000000000016 -0.43320999999999993 -0.008904999999999998 -0.28558999999999996 0.11740500000000002 0.42051500000000003 -0.16152999999999998 0.085305000000000006 -0.44764999999999994 0.08690500000000001 -1.0000000180025095e-35 0.058835000000000005 -0.069964999999999986 0.089775000000000008 -0.080499999999999988 -0.081289999999999987 -0.077639999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 19 -5 6 -4 8 -8 10 11 -9 -13 -12 17 16 -16 18 -15 -1 22 -11 24 -24 -21 26 -26 28 -27 -29
right_child=-2 -3 5 4 -6 -7 7 9 -10 21 13 12 -14 14 15 -17 -18 -19 -20 20 -22 -23 23 -25 25 27 -28 29 -30 -31
leaf_value=-0.0052476014214335011 -0.0025801227583239477 -0.0045039586990606043 0.0064521565819159153 0.0008584140343009495 -0.011422272061463446 -0.0053737553202414089 0.00022817350109107795 -0.0021779433154733852 -0.0087283666423034114 -0.0058532895710043335 -0.0069982352545079982 0.00520235053138874 0.018057151485234499 -0.0079088189266622068 0.0031131040094600571 -0.00059714188932308136 0.010718760649407549 0.0043484338958348547 0.00015408311837485859 0.00024021133072784441 -0.0065418422111265728 0.00013837133592460306 -0.0012787797177831331 0.0064791364129632711 0.0088860271731391553 -0.0009370967522080915 -0.00045257818264265857 0.005141574243083597 -0.011686959226305287 -0.0011692116139939328
leaf_weight=24 30 20 25 20 20 21 134 20 21 27 23 28 25 20 31 42 28 21 35 1918 21 40 21 28 20 51 30 25 24 328
leaf_count=24 30 20 25 20 20 21 134 20 21 27 23 28 25 20 31 42 28 21 35 1918 21 40 21 28 20 51 30 25 24 328
internal_value=0 2.50416e-05 5.45369e-05 -0.000110043 -0.00528193 0.0008242 0.0010745 0.000802903 -0.000985293 0.00161811 0.00257385 0.00758268 0.0112659 0.000745629 0.00175189 0.00367873 0.00672257 -0.000808768 -0.00277788 -2.69607e-05 2.38485e-05 -0.00227618 8.02409e-05 0.00315432 1.73738e-05 -0.000876774 0.00328286 -0.00136271 -0.00437705 -0.000722272
internal_weight=0 3091 3071 2530 40 541 520 495 155 340 273 73 53 200 177 101 59 76 55 2490 2466 67 2445 49 2396 478 50 428 75 353
internal_count=3121 3091 3071 2530 40 541 520 495 155 340 273 73 53 200 177 101 59 76 55 2490 2466 67 2445 49 2396 478 50 428 75 353
is_linear=0
shrinkage=0.1


Tree=640
num_leaves=31
num_cat=0
split_feature=132 0 132 133 43 132 132 402 13 52 128 402 52 1208 15 15 42 2 2 43 129 3 52 43 43 9 1 49 133 3
split_gain=0.0215342 0.0869632 0.0392961 0.0496891 0.0626268 0.0264779 0.0328513 0.0305242 0.113766 0.0544051 0.0492971 0.0565935 0.0773868 0.0424711 0.0401694 0.130316 0.0810574 0.10862 0.0854833 0.0533547 0.0875855 0.115926 0.119988 0.0947096 0.175127 0.0739581 0.0723682 0.0709336 0.108658 0.141093
threshold=-0.40070499999999992 -0.086234999999999992 -0.22319499999999995 -0.54084999999999994 0.31463000000000002 0.15255000000000002 0.11942500000000002 -0.43418999999999991 -0.06532499999999998 0.10160000000000001 0.11876500000000001 -0.11626999999999998 0.086275000000000004 0.097165000000000015 0.11728000000000001 0.11461000000000002 0.09796500000000001 0.092480000000000021 0.13754500000000003 -0.15879999999999997 0.083780000000000007 -0.15447499999999995 0.10473500000000001 -0.40263499999999991 -0.23714499999999997 0.10530000000000002 0.14699000000000004 0.12899500000000003 0.084655000000000022 0.11924500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 7 8 9 -5 11 12 -9 14 15 19 17 -16 -18 20 21 -13 23 -23 -25 26 27 -21 29 -29
right_child=2 -3 3 4 -6 -7 -8 10 -10 -11 -12 13 -14 -15 16 -17 18 -19 -20 25 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0026020591066648756 0.0034184098373824623 -0.0049445275368319979 0.0047348406737331645 0.0047021359693081612 -0.0053508453303948052 -0.0029030691291536057 0.0028115452694085739 -0.00071758320795950199 -0.0073259406920092619 -0.0022021565102040767 0.0049935058213304729 -0.0084426646276066705 0.0064146306860493503 -0.0036774409993086013 0.0048535710748945993 -0.0071501581929624084 0.0089915255866944797 -0.0022567006403447264 0.00080180453458944187 -7.334326731502664e-06 0.0041390235652215782 -0.00035511926524244095 0.0056828433686556918 -0.012508016788739374 0.00010968679668043148 0.0058665775223000144 -0.0042302409712320728 0.010081291832442905 -0.0013411438366591295 0.00061529086087830365
leaf_weight=26 34 37 22 21 22 31 42 29 26 25 20 27 32 32 31 26 25 70 26 2189 23 75 21 22 22 22 39 31 41 32
leaf_count=26 34 37 22 21 22 31 42 29 26 25 20 27 32 32 31 26 25 70 26 2189 23 75 21 22 22 22 39 31 41 32
internal_value=0 -0.00183006 3.77024e-05 -3.08187e-07 -3.50095e-05 4.23495e-06 3.47966e-05 -5.3215e-06 -0.00203866 0.000949803 4.63188e-05 1.11701e-05 0.00302391 -5.55608e-05 -1.29818e-05 -0.000106406 0.00156662 -7.434e-05 0.00481637 -3.44178e-05 -0.00164638 -0.00244317 -0.00128612 -0.00251594 -0.00619916 9.56894e-05 4.12471e-05 0.000113898 0.0026656 0.00527316
internal_weight=0 63 3058 3024 3002 2980 2949 2907 72 46 2835 2815 61 2754 2722 2570 152 101 51 2544 190 167 140 119 44 2354 2332 2293 104 63
internal_count=3121 63 3058 3024 3002 2980 2949 2907 72 46 2835 2815 61 2754 2722 2570 152 101 51 2544 190 167 140 119 44 2354 2332 2293 104 63
is_linear=0
shrinkage=0.1


Tree=641
num_leaves=31
num_cat=0
split_feature=133 133 52 156 43 51 52 16 15 43 3 43 474 0 49 2 2 15 133 133 0 2 16 160 159 42 12 1 12 12
split_gain=0.020401 0.11306 0.0778491 0.103115 0.192661 0.0931462 0.0836613 0.154767 0.139556 0.160944 0.0828526 0.111485 0.110951 0.108668 0.151716 0.0882107 0.21741 0.132948 0.0826209 0.0976676 0.122949 0.0943638 0.0928327 0.0733699 0.117861 0.072501 0.0660776 0.137336 0.171134 0.133848
threshold=0.082925000000000013 0.084655000000000022 -0.016329999999999997 0.086945000000000008 -0.08595499999999999 -0.026084999999999994 -0.081429999999999989 -0.021269999999999997 -0.015039999999999998 -0.083879999999999996 -0.081234999999999988 -0.085594999999999991 0.088435000000000014 -0.080499999999999988 0.10000000000000002 0.08647500000000001 0.089320000000000024 -0.067579999999999987 0.11830000000000002 0.11224500000000003 -0.091354999999999978 0.10097500000000002 -0.43320999999999993 -0.013084999999999998 -0.085604999999999987 0.091465000000000005 0.092355000000000007 0.090540000000000023 0.096295000000000019 0.09364500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 5 -5 -4 10 -8 9 -9 12 -12 15 -13 -15 -3 -17 -18 19 20 22 -22 25 24 -20 -7 -25 29 -29 -28
right_child=1 2 3 4 -6 18 7 8 -10 -11 11 13 -14 14 -16 16 17 -19 23 -21 21 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=-0.00017853127808098982 0.007148710060088586 0.0022530212427400763 -0.0054916618568822744 -0.0018889721059663731 0.010521025095608663 0.0048435383530047076 -0.0097615327519763803 0.0030133874854072931 0.0058557292452037692 -0.0086472290246908008 0.0079280696644370135 -0.0049475617004126051 0.0033885278055564533 -0.00055132570045066576 0.0095478942706471396 -0.013448497534475544 -0.0064364730979182896 0.0034940500510856512 0.00079979862679134713 0.007990212745964528 0.0018322530365241429 0.0079281991653260778 -0.0053175248242424509 -0.0020175297685528187 -0.0098069791495800016 -0.0031649274844676258 0.010251624746756121 -0.0096569771010598 0.0017292948975933321 0.001658893583875909
leaf_weight=2098 24 21 25 22 29 26 28 20 21 29 24 28 31 51 21 22 28 26 22 25 123 32 38 87 20 20 22 22 33 103
leaf_count=2098 24 21 25 22 29 26 28 20 21 29 24 28 31 51 21 22 28 26 22 25 123 32 38 87 20 20 22 22 33 103
internal_value=0 0.000366137 0.000203193 0.000851462 0.00516769 0.000483356 -0.000998884 -0.00347811 -0.000964737 -0.00388779 -3.47419e-05 0.0018075 -0.00181941 0.000338564 0.00239428 -0.00348381 -0.00506899 -0.00165511 0.000744046 0.00204315 0.00142108 0.00309077 -0.00165991 -0.000365871 -0.00425105 0.0013616 0.000245281 0.00133897 -0.00282521 0.00317121
internal_weight=0 1023 999 649 51 598 350 98 70 49 252 124 128 100 72 97 76 54 573 264 239 155 84 309 42 46 267 180 55 125
internal_count=3121 1023 999 649 51 598 350 98 70 49 252 124 128 100 72 97 76 54 573 264 239 155 84 309 42 46 267 180 55 125
is_linear=0
shrinkage=0.1


Tree=642
num_leaves=31
num_cat=0
split_feature=151 13 47 48 150 148 2 3 2 13 401 401 1208 1210 3 0 0 42 4 133 1 1 1212 1211 1213 1210 12 48 402 1209
split_gain=0.022259 0.0205733 0.0650769 0.0719171 0.0758094 0.0867886 0.0664469 0.321488 0.23187 0.109871 0.0902824 0.156145 0.0883027 0.171827 0.0712233 0.2251 0.0887989 0.0776758 0.0971277 0.0775869 0.0788317 0.088375 0.0652571 0.151927 0.129146 0.0927426 0.0740994 0.0619944 0.0597951 0.164756
threshold=0.29373000000000005 -0.077799999999999994 0.13975500000000002 0.14823500000000003 0.12706500000000001 0.087555000000000008 0.073895000000000002 1.0000000180025095e-35 0.080205000000000012 -0.075129999999999988 0.097145000000000023 0.11444000000000001 0.10233500000000001 -0.063274999999999984 -0.014944999999999998 -0.084804999999999978 -0.085384999999999975 -0.087819999999999981 -0.081839999999999982 0.51314000000000015 0.10612500000000001 0.11551000000000002 0.11387000000000001 0.078255000000000005 -0.091914999999999983 -0.07983999999999998 0.090695000000000012 -0.088439999999999977 -0.085044999999999996 0.087485000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 3 4 5 6 7 9 -8 -3 22 -12 13 -11 16 -16 -15 -18 -19 20 -20 -22 23 24 -10 26 -26 -1 29 -29
right_child=-2 2 -4 -5 -6 -7 8 -9 10 12 11 -13 -14 14 15 -17 17 18 19 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0056816732533098687 0.0030994344331386104 -0.0079191121552139518 0.0049418788403272629 -0.0059824124060634696 0.0057430634008986611 -0.0068509267736226315 0.010806345706805588 -0.01337373877565066 0.0064765006998868564 -0.0092491805435698064 -0.010528937021312728 0.00048668977583988198 0.0059879034646742402 -0.0043098254398968748 0.0039419651785421936 -0.0099780729792725582 -0.002596121049282374 0.0069365551829832844 0.0041923081571145007 -0.0040942614038403224 -0.0058979882337596452 0.0015500652838399578 0.0043233559389288228 -0.0059814500758742419 -0.00085326606474284616 0.0002237381914534196 -0.0087113534277748501 0.010591957326978445 5.8035114844509901e-05 -0.0012916163341807469
leaf_weight=21 23 20 24 22 21 20 20 21 32 22 22 31 21 35 21 26 48 32 74 26 21 66 36 41 28 1119 21 20 1159 28
leaf_count=21 23 20 24 22 21 20 20 21 32 22 22 31 21 35 21 26 48 32 74 26 21 66 36 41 28 1119 21 20 1159 28
internal_value=0 -2.30106e-05 -0.000231839 -0.000299103 -0.000230554 -0.00030013 -0.00022665 -0.00130457 0.000119082 -0.000689389 -4.16291e-05 -0.00408583 -0.000320526 -0.000677606 -0.000137278 -0.00375848 0.000426287 0.00104713 0.00184565 0.000974474 0.00179303 -0.000247741 0.00012622 4.46554e-06 0.000208984 3.72715e-05 -0.00422102 0.000294993 0.000201273 0.00365987
internal_weight=0 3098 1870 1846 1824 1803 1783 433 1350 412 1330 53 392 371 349 47 302 267 219 187 161 87 1277 1241 1200 1168 49 1228 1207 48
internal_count=3121 3098 1870 1846 1824 1803 1783 433 1350 412 1330 53 392 371 349 47 302 267 219 187 161 87 1277 1241 1200 1168 49 1228 1207 48
is_linear=0
shrinkage=0.1


Tree=643
num_leaves=31
num_cat=0
split_feature=43 43 1211 1210 12 151 150 52 133 2 160 2 3 43 130 160 14 49 49 3 34 151 402 2 0 12 16 16 42 16
split_gain=0.0212415 0.198102 0.107359 0.0726696 0.122867 0.0732874 0.0738555 0.0651923 0.22566 0.252221 0.275264 0.158615 0.158734 0.121276 0.115387 0.092629 0.0933762 0.0998925 0.139414 0.126762 0.0760418 0.0771102 0.0682134 0.0725551 0.115107 0.130571 0.110539 0.0819872 0.117942 0.0951065
threshold=-0.011694999999999999 -0.010739999999999998 0.087635000000000005 -0.077744999999999995 0.085955000000000018 0.10561000000000002 0.12314500000000002 0.0031350000000000002 -0.0084449999999999994 0.090675000000000019 -0.014869999999999998 0.094835000000000017 -0.013929999999999998 0.058875000000000004 0.097765000000000005 -0.082179999999999989 0.057600000000000005 0.11136000000000001 0.09858500000000002 0.11924500000000002 -1.0000000180025095e-35 0.015440000000000001 0.10842 0.10136500000000002 -0.082284999999999983 0.091545000000000015 -0.073404999999999984 -0.08595499999999999 -0.0098899999999999978 -0.092804999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 7 14 22 10 -10 -11 13 -13 15 -5 17 18 20 -19 -17 -22 23 24 27 -26 -25 28 -9 -30
right_child=1 3 -4 5 -6 -7 -8 8 9 11 -12 12 -14 -15 -16 16 -18 19 -20 -21 21 -23 -24 26 25 -27 -28 -29 29 -31
leaf_value=0.00014592234325077927 -0.010169667031150312 -0.0013972069307540856 0.0071767991043584934 0.0042504231577428679 0.0075107531331013895 0.0055580135257471174 -0.0064269205462187534 -0.0026089480652390466 -0.0019482391198504378 0.0054926228277119146 -0.014510435914318706 -0.012801040201024575 0.00019072455965649728 -0.0025220855379302523 -0.0067096127824776853 0.0063859652105020363 -0.0058451719535514719 0.0095102571810667339 -0.0077815442684699187 -0.00068134411602564478 0.00034295179908180482 -0.0056925312996926637 -0.0046084299440617149 0.0090114425151393961 -0.0086337009738026958 0.0020267384685575965 -0.00050565434174369218 0.0058066425419279512 0.0066346944055495488 -0.00082905297918665791
leaf_weight=1694 20 30 22 60 32 21 20 67 33 28 37 22 67 24 23 20 25 26 22 23 560 22 23 26 27 20 23 35 38 31
leaf_count=1694 20 30 22 60 32 21 20 67 33 28 37 22 67 24 23 20 25 26 22 23 560 22 23 26 27 20 23 35 38 31
internal_value=0 -0.000288315 0.000236062 -0.000145624 0.00320045 -0.000302431 -0.000396955 -0.000302883 -0.00119323 -0.00368132 -0.00858826 -0.00124525 -0.00291482 -0.00743811 0.000268263 0.000479993 0.000155887 0.000378809 3.74081e-05 0.00472644 0.000323151 0.000114806 0.000617066 0.0010672 0.000285668 -0.00409734 0.00454423 0.00149036 0.000379546 0.00328142
internal_weight=0 1405 1716 1385 62 1323 1302 1282 501 211 70 141 113 46 781 758 698 673 624 49 602 582 290 267 218 47 49 171 136 69
internal_count=3121 1405 1716 1385 62 1323 1302 1282 501 211 70 141 113 46 781 758 698 673 624 49 602 582 290 267 218 47 49 171 136 69
is_linear=0
shrinkage=0.1


Tree=644
num_leaves=31
num_cat=0
split_feature=1454 16 43 1451 159 158 52 1455 4 1455 158 159 158 1455 2 474 42 156 474 0 1 474 159 160 2 2 0 1446 1 12
split_gain=0.0204051 0.0748244 0.0928485 0.0526499 0.0428827 0.0382537 0.0339162 0.0347708 0.119323 0.0931 0.0893706 0.0517263 0.105325 0.0399252 0.0498397 0.0428961 0.109309 0.149414 0.0905499 0.100098 0.0804183 0.0645849 0.058411 0.0753045 0.0620041 0.180944 0.147411 0.0895483 0.162688 0.078646
threshold=0.096235000000000015 -0.021269999999999997 -0.076834999999999987 0.089825000000000002 0.23085000000000003 0.13509500000000002 0.62769000000000008 -0.088559999999999986 -0.077519999999999992 -0.24664999999999998 -0.47287499999999999 -0.45371999999999996 -0.46025499999999991 0.090900000000000022 0.10276500000000001 0.095835000000000017 0.088295000000000012 0.087120000000000017 0.089190000000000005 -0.083554999999999977 0.090275000000000008 0.088585000000000011 0.11389500000000001 0.11655500000000001 0.084855000000000014 0.084655000000000022 -0.15350499999999997 0.089705000000000021 0.083135000000000014 0.11734000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 8 -1 -10 -9 12 -12 15 -15 18 17 -17 21 -20 -18 22 24 -24 25 26 -13 -26 -29 -28
right_child=1 2 -4 -5 -6 -7 -8 10 9 -11 11 13 -14 14 -16 16 20 -19 19 -21 -22 -23 23 -25 27 -27 29 28 -30 -31
leaf_value=0.0042653786918526752 0.0018511983641498798 -8.7367899966641119e-05 -0.0089143076996234336 0.0048091087161794902 -0.0044967104459092732 0.0039333412284031513 0.0037491699558358962 0.0066893175616860399 -0.00026600777637213467 -0.0090001888745553944 0.0011319560892879964 0.0086762716018018281 -0.0083551349711011771 0.0062408414952780898 -0.00049730558170094378 0.011205063798380169 0.0022079954976620881 0.0011852419544005029 -0.0095825089585213439 6.9700633387335324e-05 -0.0062488516823081723 0.0053777114107188863 0.0013048457633703947 -0.0066168808688720068 -0.00021282124699752923 0.0079592676935576357 -1.5985920394238445e-06 -0.0084548498357513123 0.0026785606762305611 0.0053939467695142546
leaf_weight=20 37 26 22 23 21 25 24 20 23 26 25 21 22 23 21 22 23 46 21 22 22 22 20 30 1629 33 768 35 21 28
leaf_count=20 37 26 22 23 21 25 24 20 23 26 25 21 22 23 21 22 23 46 21 22 22 22 20 30 1629 33 768 35 21 28
internal_value=0 -0.00152814 -0.00413305 4.27839e-05 6.39977e-06 3.80058e-05 5.18365e-06 -2.53483e-05 -0.0022437 -0.00490047 2.79107e-05 -1.87705e-05 -0.00330881 3.63174e-05 0.00302491 -1.1275e-05 0.00189683 0.00442695 -9.26395e-05 -0.00464417 -0.00192646 -1.75663e-05 -6.34835e-05 -0.00344819 3.27596e-06 0.0006996 0.00040637 -0.000347986 -0.00427982 0.000188194
internal_weight=0 85 48 3036 3013 2992 2967 2943 69 49 2874 2854 47 2807 44 2763 113 68 2650 43 45 2607 2585 50 2535 850 817 1685 56 796
internal_count=3121 85 48 3036 3013 2992 2967 2943 69 49 2874 2854 47 2807 44 2763 113 68 2650 43 45 2607 2585 50 2535 850 817 1685 56 796
is_linear=0
shrinkage=0.1


Tree=645
num_leaves=31
num_cat=0
split_feature=470 156 475 159 158 0 482 156 52 156 50 50 1205 160 48 1446 131 481 2 1447 3 1456 3 160 15 1 1456 51 2 483
split_gain=0.0200974 0.0410122 0.0583053 0.0265433 0.117276 0.0735137 0.053719 0.0568339 0.0435677 0.0418432 0.0490402 0.067005 0.0362237 0.0360879 0.107252 0.133148 0.109963 0.200888 0.116148 0.0779563 0.0639591 0.0494307 0.14342 0.0780541 0.123901 0.0715954 0.0437983 0.0643913 0.055938 0.0494061
threshold=0.079700000000000007 -0.090889999999999985 -0.079029999999999975 -0.45371999999999996 -0.46025499999999991 -0.077809999999999976 0.11816500000000001 -0.078989999999999991 0.42957000000000006 -0.048679999999999994 0.13705000000000003 0.13120500000000004 0.09993500000000001 -0.24191499999999996 0.088735000000000022 0.088645000000000015 0.089255000000000015 -0.085804999999999979 0.084985000000000019 -0.083679999999999991 -0.079864999999999978 -0.090954999999999994 -0.082234999999999989 -0.13024499999999997 -0.069954999999999989 0.12082500000000002 0.091295000000000001 -0.46280499999999997 0.092480000000000021 -0.083344999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 -5 9 -9 11 12 13 14 15 16 17 -11 -19 -17 -20 22 -15 24 25 -23 27 -25 -28 -29
right_child=-2 3 -4 6 -6 -7 -8 8 -10 10 -12 -13 -14 21 -16 19 -18 18 20 -21 -22 23 -24 26 -26 -27 28 29 -30 -31
leaf_value=-0.00042701209895312786 -0.0029450955598250683 0.0044550479521664483 0.0070332189952023328 -0.0039542978577729732 -0.0064865501456414206 -0.0023846481362301292 0.0048462859435897815 0.0041445983282756066 0.0026878428599629248 0.007639502247118137 -0.0047514968723672531 0.0050412434045798505 -0.0042994710523635146 -0.0094356683013029404 -0.0076133035589009525 0.0088824995135655636 -0.0087442404989685335 -0.0097536827134899803 -0.0048770747005777515 0.00034597837151048463 0.0020363546016596958 -0.0044076927262358366 0.0023967128313545673 0.0054814074188470844 0.0084210744021251671 0.0038591733794998036 -0.0063811728790218085 0.0023312245163002185 -7.5631228494731824e-05 -4.4893911047422499e-05
leaf_weight=22 23 30 20 36 33 33 23 24 61 22 22 26 20 20 24 20 21 20 23 23 32 20 21 22 29 22 24 91 34 2280
leaf_count=22 23 30 20 36 33 33 23 24 61 22 22 26 20 20 24 20 21 20 23 23 32 20 21 22 29 22 24 91 34 2280
internal_value=0 2.18648e-05 0.00312548 -2.07896e-05 -0.00165727 0.00087235 3.22855e-05 -5.41348e-06 4.35903e-05 -1.32053e-05 -4.86411e-05 -1.16108e-05 -5.90726e-05 -2.82109e-05 -0.00137705 -0.000447426 -0.00218342 -0.000763031 -0.00322777 0.00431645 -0.000854716 6.915e-05 -0.00337518 0.000125144 0.00339379 -7.74295e-05 3.04589e-05 9.62701e-05 -0.00268482 4.63025e-05
internal_weight=0 3098 42 3056 96 63 2960 2937 2901 2840 2816 2794 2768 2748 185 161 118 97 75 43 55 2563 41 2522 71 42 2451 2393 58 2371
internal_count=3121 3098 42 3056 96 63 2960 2937 2901 2840 2816 2794 2768 2748 185 161 118 97 75 43 55 2563 41 2522 71 42 2451 2393 58 2371
is_linear=0
shrinkage=0.1


Tree=646
num_leaves=31
num_cat=0
split_feature=96 1 9 11 120 12 10 13 3 1374 1375 0 2 16 4 52 1 160 124 15 3 39 3 2 51 49 0 403 52 49
split_gain=0.0188293 0.104279 0.0391637 0.0682748 0.0352236 0.0473901 0.0377827 0.138419 0.0369129 0.0309281 0.0492451 0.0259299 0.228942 0.102312 0.213578 0.176003 0.181096 0.0835949 0.0823428 0.0865337 0.0815896 0.0952777 0.0996479 0.0835271 0.0661452 0.0605439 0.0706044 0.0666092 0.0888097 0.0899617
threshold=0.083725000000000008 0.10956 -1.0000000180025095e-35 -0.011194999999999998 0.09852000000000001 0.22926500000000002 -1.0000000180025095e-35 -0.012119999999999997 -0.080104999999999996 -0.24481499999999998 -0.16449999999999998 -0.10474999999999998 1.0000000180025095e-35 -0.10850999999999998 -0.077679999999999985 -0.013374999999999998 0.081670000000000006 0.096485000000000015 -0.081719999999999987 -0.095869999999999983 0.092670000000000016 0.082735000000000017 -0.12018999999999998 0.088125000000000023 0.091630000000000003 0.11475 -0.23091999999999999 -0.0031149999999999997 0.048520000000000008 -0.015259999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 7 8 -5 -8 -11 12 -12 14 -14 20 -17 25 19 -13 21 22 -15 -24 -22 26 -16 -28 29 -29
right_child=1 -3 3 4 -6 -7 9 -9 -10 10 11 18 13 15 17 16 -18 -19 -20 -21 24 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0034102619893554434 0.0065646219210555926 -0.0016991927194081853 0.0055532084957865832 0.0036579576498340996 -0.0041191408269306909 0.0046148316195202908 0.0034458267395026409 -0.0093734136992134152 -0.0018084744994606205 -0.0038018712609568066 -0.0083078890304831374 0.0090381911867076451 -0.010581452320532307 0.0017204956913536244 -0.0043556795228977463 0.013677587120660716 0.0021063722204416992 0.0048649218685638445 7.5173203139965237e-05 0.00087377810679540474 0.0059707180454185412 0.0027743269381443822 -0.0019910552741392801 -0.01026401728248367 -0.0011071312423471525 -0.0054750029330274891 -0.0047868369641946634 -0.00169182853307575 -0.0015609918431639218 0.0063417107167997927
leaf_weight=34 26 37 22 21 21 22 26 20 30 34 36 21 23 22 37 21 38 26 2268 34 31 31 23 26 23 28 20 20 54 46
leaf_count=34 26 37 22 21 21 22 26 20 30 34 36 21 23 22 37 21 38 26 2268 34 31 31 23 26 23 28 20 20 54 46
internal_value=0 0.00171127 -3.52551e-05 2.69143e-06 -3.79852e-05 -9.23507e-06 -4.36147e-05 -0.00232261 0.000442409 1.24132e-05 -1.87778e-05 2.67049e-05 -0.000622736 -3.28311e-05 -0.00139171 0.00157254 0.00622494 -0.000476712 0.000167888 0.0039911 -0.000187022 -0.00185102 -0.00387053 -0.00638079 0.00295608 -0.00115419 -0.000470668 0.000556084 0.00144657 0.0039073
internal_weight=0 63 3058 3024 3002 2981 2959 71 51 2888 2862 2828 505 469 254 215 59 231 2323 55 156 102 71 49 54 205 177 140 120 66
internal_count=3121 63 3058 3024 3002 2981 2959 71 51 2888 2862 2828 505 469 254 215 59 231 2323 55 156 102 71 49 54 205 177 140 120 66
is_linear=0
shrinkage=0.1


Tree=647
num_leaves=31
num_cat=0
split_feature=12 42 1205 403 403 0 43 402 13 133 12 3 3 403 42 42 133 156 133 43 133 49 42 13 13 1 3 51 1213 128
split_gain=0.0213425 0.0504493 0.0497542 0.032017 0.168946 0.118671 0.192311 0.0270901 0.0798383 0.0664491 0.0582825 0.0639083 0.0914665 0.10907 0.0834463 0.056186 0.050603 0.112568 0.10499 0.0776553 0.107882 0.0928028 0.0841962 0.0775658 0.116685 0.0871187 0.103054 0.0508797 0.0488406 0.0464453
threshold=0.23631000000000002 0.15665000000000004 0.09993500000000001 -0.53960999999999981 -0.53101999999999994 -0.086409999999999987 -0.041049999999999996 -0.085044999999999996 -0.088854999999999976 0.26753000000000005 0.085440000000000016 -0.071329999999999991 -0.087784999999999988 -0.084119999999999986 -0.088249999999999981 -0.064119999999999996 0.093615000000000018 0.091255000000000017 0.092470000000000011 -0.032879999999999993 0.099660000000000012 0.11136000000000001 0.091295000000000015 -0.070304999999999992 -0.080759999999999985 0.076935000000000017 -0.072624999999999981 -0.46621499999999999 0.060985000000000004 0.11876500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 8 -6 16 -10 12 14 28 -12 -11 18 19 27 20 21 -18 -21 24 -22 26 -25 -9 -14 -29
right_child=-2 -3 -4 4 7 6 -8 9 10 15 11 -13 13 -15 -16 -17 17 -19 -20 22 23 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=-0.0040731674505640634 -0.0030349537608740126 0.0041738538810148322 -0.0049881113320589072 -0.0080628710315347862 0.0071140544256195429 -0.0012708994005967318 0.010347895938321017 0.0045122143230400978 -0.0043681198152956896 -0.00035230716108344498 0.0018695386886247436 -0.003632655553519726 0.009669078938695121 0.00022332398479597439 -0.0053254317837180924 -0.0078480383916758011 0.0083169026500399933 -0.0056635078236771134 -0.0067161113345112732 0.0013900270447431303 0.0016271420373131747 -0.00023837156948589141 0.01013885709584098 0.0084160203078331858 -0.007067408395761793 -0.003843511593295261 -0.00032704987513300566 -0.00016871413188926281 0.0033366996174057327 0.0035540583916158276
leaf_weight=23 23 29 20 26 20 29 28 24 22 20 40 25 29 45 27 20 32 21 24 22 29 21 22 26 33 20 28 2338 21 34
leaf_count=23 23 29 20 26 20 29 28 24 22 20 40 25 29 45 27 20 32 21 24 22 29 21 22 26 33 20 28 2338 21 34
internal_value=0 2.25319e-05 -1.66953e-05 1.59148e-05 -3.72778e-05 0.00199003 0.00443658 3.36245e-05 0.0010781 -5.45054e-05 0.000500495 0.00107327 0.0017995 0.00379498 -0.00102993 -0.00410017 6.01317e-06 0.00134877 -0.000134921 0.00198078 0.00109993 0.00492708 0.00576444 -0.000391533 -0.0030006 0.00179444 0.00388258 -6.89994e-05 0.00700948 -0.000115352
internal_weight=0 3098 3069 3049 2969 80 57 2943 229 2714 209 187 162 95 67 40 2674 254 2420 233 189 53 44 136 62 74 54 2396 50 2372
internal_count=3121 3098 3069 3049 2969 80 57 2943 229 2714 209 187 162 95 67 40 2674 254 2420 233 189 53 44 136 62 74 54 2396 50 2372
is_linear=0
shrinkage=0.1


Tree=648
num_leaves=31
num_cat=0
split_feature=131 400 133 2 1201 132 52 400 49 12 15 13 0 12 52 52 3 4 1453 52 52 402 0 16 52 52 403 3 106 295
split_gain=0.0207607 0.0430393 0.0285422 0.0563391 0.0342017 0.0259808 0.130789 0.115321 0.0920321 0.0672679 0.0881023 0.083446 0.0604275 0.0426597 0.0344123 0.107843 0.107946 0.153451 0.143873 0.102449 0.102277 0.0728243 0.0550264 0.0924244 0.052813 0.0759463 0.349454 0.079502 0.0621307 0.136468
threshold=0.13857500000000003 -0.26025499999999996 -0.5336749999999999 0.097070000000000004 -0.081779999999999978 -0.083919999999999981 0.092965000000000006 -0.077004999999999976 0.09567500000000001 0.088045000000000012 0.084370000000000014 -0.0082249999999999979 -0.082284999999999983 0.085885000000000017 0.096795000000000006 0.10160000000000001 -0.14989499999999997 -0.082769999999999982 -0.076894999999999977 0.14295500000000003 0.093665000000000012 -0.43418999999999991 -0.15090499999999998 -0.5009849999999999 0.091275000000000009 0.088185000000000013 -0.0091899999999999985 -0.083784999999999984 0.085275000000000004 0.084000000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 8 12 9 10 13 -11 -7 -6 20 -16 -17 19 -19 -18 24 -20 -23 -24 25 28 27 -27 -9 -30
right_child=-2 2 4 -5 5 7 -8 14 -10 11 -12 -13 -14 -15 15 16 17 18 21 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0042405294361136233 -0.0029933047197435217 -0.0060917891027532861 0.004046810263146957 0.0012415765807963909 -0.0016321667573114002 -0.0078984138372886394 0.0067474858725772198 -1.081786507632034e-05 -0.0064429922867566356 -0.0010164376037816206 -0.0058625286351889376 0.0073225251365719099 -0.0010603312131327888 0.0042144106396545585 -0.0068437132811932661 -0.0058322984862196094 0.0083353821198483384 -0.0073468627113228054 -0.0050234481523712647 0.00024469712852335542 0.0066843792958631342 -0.003682875496280544 0.0069638323349257309 0.0001313494599612384 -0.0035749083648337742 -0.006624112565557218 0.011639352794736624 0.0019779425801797995 0.0099385450943373158 -0.00087684932763555223
leaf_weight=24 23 22 21 20 24 28 34 2014 20 21 25 28 24 26 27 34 34 30 29 29 24 34 21 346 38 22 30 21 20 28
leaf_count=24 23 22 21 20 24 28 34 2014 20 21 25 28 24 26 27 34 34 30 29 29 24 34 21 346 38 22 30 21 20 28
internal_value=0 2.22227e-05 -1.07114e-05 -0.00259971 2.51521e-05 -2.89668e-06 0.00116899 -7.65272e-05 -0.000148159 0.000867137 -0.00101547 0.00374868 -0.00474238 0.00140805 1.07163e-05 -0.000671568 -0.000372379 -1.74322e-05 -0.00065134 0.0046111 0.000192079 -0.00018421 0.00016576 0.000522309 0.000120374 0.000186145 0.00335598 -0.00242311 7.39243e-05 0.00362957
internal_weight=0 3098 3074 42 3032 3011 178 2833 144 124 75 49 52 50 2781 584 557 523 460 63 2197 430 401 367 2173 2135 73 43 2062 48
internal_count=3121 3098 3074 42 3032 3011 178 2833 144 124 75 49 52 50 2781 584 557 523 460 63 2197 430 401 367 2173 2135 73 43 2062 48
is_linear=0
shrinkage=0.1


Tree=649
num_leaves=31
num_cat=0
split_feature=132 0 129 470 41 15 124 131 128 401 403 402 4 1213 1213 16 43 16 42 4 403 403 402 52 51 52 52 52 1 43
split_gain=0.0244631 0.076822 0.0331871 0.0363972 0.0327725 0.0561612 0.0357553 0.0398553 0.0417837 0.0417218 0.0840447 0.0629932 0.0389377 0.0381801 0.171084 0.0920186 0.0889779 0.0723536 0.0711085 0.089775 0.0484924 0.0968252 0.073777 0.0456548 0.123821 0.4744 0.106053 0.139891 0.105562 0.230999
threshold=-0.40070499999999992 -0.086234999999999992 0.10698500000000001 0.079700000000000007 0.093020000000000019 -0.093244999999999981 0.091025000000000009 0.13707500000000003 0.11170500000000001 -0.06959499999999999 -0.12877499999999997 -0.43418999999999991 0.071150000000000005 0.060985000000000004 0.084510000000000016 -0.010264999999999998 -0.013024999999999998 -0.082039999999999988 -0.058859999999999989 -0.077834999999999988 -0.53960999999999981 -0.52917499999999984 0.0043800000000000011 0.084735000000000019 0.078435000000000019 0.13140000000000004 0.081010000000000013 0.070205000000000017 0.080585000000000004 -0.076484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 8 9 10 -2 -11 -8 20 -15 16 -16 18 -18 -20 22 -22 -13 26 -25 -26 27 -23 29 -27
right_child=2 -3 -4 -5 5 -7 12 -9 -10 11 -12 13 -14 14 15 -17 17 -19 19 -21 21 23 -24 24 25 28 -28 -29 -30 -31
leaf_value=0.0022151401175506181 0.0077146388523812812 -0.0048777901492006075 0.0024521827921749461 -0.0041533966149602626 -0.00052951559331268071 0.0064853175737274189 0.00041244114880100829 0.0040014224164187911 -0.0037211393083756172 -0.0050316580059006815 0.0003480841831888183 0.00021702540636231953 -0.0055619104600433886 0.0098811317944810517 0.0057924446184188134 -0.0041009442275075393 0.0062567141076380565 -0.0050673879090357915 0.0025063558142182259 -0.0054827665492087948 -0.0066234248811784004 0.00015728155999390587 0.0073094513271247377 -0.00014279691356333695 -0.017718477498274297 0.00090276539049227722 0.0053296416078527009 -0.008055820477949012 0.0017209749020236946 -0.012797102598706263
leaf_weight=26 21 37 56 21 25 21 20 25 30 25 59 44 24 21 36 37 22 22 39 22 23 1665 22 583 20 32 39 21 63 20
leaf_count=26 21 37 56 21 25 21 20 25 30 25 59 44 24 21 36 37 22 22 39 22 23 1665 22 583 20 32 39 21 63 20
internal_value=0 -0.00195055 4.01846e-05 -4.80935e-06 2.44159e-05 0.00267291 -1.70937e-05 2.59657e-05 -8.71202e-06 3.05591e-05 0.0022818 -3.47891e-05 -0.0028463 1.0953e-05 0.00134467 0.000337558 0.00150227 3.13542e-05 0.00138283 -0.000374967 -9.3869e-05 -0.000165464 0.00258117 -0.000104664 -0.000774725 -0.00350372 0.000174236 5.49831e-05 -0.00103158 -0.00436641
internal_weight=0 63 3058 3002 2981 46 2935 2891 2866 2836 80 2756 44 2731 199 178 141 105 83 61 2532 2466 66 2443 718 135 1725 1686 115 52
internal_count=3121 63 3058 3002 2981 46 2935 2891 2866 2836 80 2756 44 2731 199 178 141 105 83 61 2532 2466 66 2443 718 135 1725 1686 115 52
is_linear=0
shrinkage=0.1


Tree=650
num_leaves=31
num_cat=0
split_feature=1212 12 1212 12 1213 402 403 42 402 0 4 402 403 1 401 401 401 2 402 133 401 13 402 403 43 131 15 400 43 43
split_gain=0.0205838 0.0519626 0.0401758 0.110056 0.225607 0.121842 0.110816 0.0763736 0.0469004 0.130988 0.178427 0.0570965 0.100631 0.0437263 0.0414888 0.0433695 0.149774 0.0504672 0.0357838 0.0779829 0.123384 0.0829383 0.0733601 0.0707972 0.0570955 0.05164 0.0479253 0.0459604 0.0529739 0.0958291
threshold=-0.42670499999999995 0.090545000000000014 -0.040879999999999993 0.08598500000000002 -0.087969999999999979 -1.0000000180025095e-35 0.048950000000000007 0.086730000000000015 0.10999000000000002 -0.071339999999999987 -0.07958999999999998 0.095250000000000015 -0.082179999999999989 0.085760000000000017 0.092045000000000016 0.08481000000000001 1.0000000180025095e-35 0.086000000000000007 -0.090599999999999986 0.51314000000000015 -0.06959499999999999 -0.067149999999999987 -0.087759999999999991 -0.23730999999999999 -0.079109999999999986 0.11891000000000002 0.090750000000000011 -0.090784999999999991 -0.011694999999999999 -0.010344999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -5 -7 11 10 -10 14 -13 -14 15 16 18 -17 19 20 -4 -22 -20 24 -21 27 -23 -24 -29 -30
right_child=2 -3 8 5 -6 7 -8 -9 9 -11 -12 12 13 -15 -16 17 -18 -19 22 23 21 26 25 -25 -26 -27 -28 28 29 -31
leaf_value=0.00067809609385828182 -0.0011745010036975146 -0.0058076571131269227 0.0097441601145657752 -0.0094232638244561504 0.013316206081903407 0.0062380512966023344 0.00073252390138804917 -0.00045036860239250885 -0.01040059947248163 0.0046290435786067972 0.00035092350744614099 0.0082133340866952821 -0.0014564749787607028 0.0039911277723782097 -0.0045999668445438147 0.0066252493831728187 -0.0071086908193926024 0.00014018821535241192 -0.0059926194349481238 -0.003016961766406894 -0.0041123042475770819 0.0014363588310185482 0.0041756028860198474 -0.0058228585869073875 0.0042175096731322508 -0.0042512121241025892 0.0069211529346094244 0.00036591258708472131 -0.0074414485367015008 -0.00045194667579294217
leaf_weight=30 22 21 21 21 21 31 22 38 29 20 33 23 41 23 20 21 30 28 21 20 22 66 26 24 24 29 21 1332 20 1021
leaf_count=30 22 21 21 21 21 31 22 38 29 20 33 23 41 23 20 21 30 28 21 20 22 66 26 24 24 29 21 1332 20 1021
internal_value=0 -0.00199251 3.31003e-05 0.0016019 0.00590236 -4.91735e-05 -0.00422728 0.00255457 -5.03176e-05 -0.002408 -0.00467801 1.79245e-05 0.00254008 0.000501257 -6.19836e-05 -2.86895e-05 -8.26534e-05 0.0029195 -3.02323e-06 0.00129007 0.00272539 0.00137315 -0.000107569 -0.00145394 0.000929114 -5.66682e-05 0.00276027 -5.96302e-06 -5.17787e-05 -0.000586231
internal_weight=0 51 3070 155 43 112 43 69 2915 82 62 2833 87 64 2746 2726 2677 49 2647 198 130 109 2449 68 44 2428 87 2399 2373 1041
internal_count=3121 51 3070 155 43 112 43 69 2915 82 62 2833 87 64 2746 2726 2677 49 2647 198 130 109 2449 68 44 2428 87 2399 2373 1041
is_linear=0
shrinkage=0.1


Tree=651
num_leaves=31
num_cat=0
split_feature=131 400 400 400 400 399 399 133 128 38 394 128 133 128 4 128 43 1444 480 52 52 52 3 4 43 1453 52 52 403 52
split_gain=0.0205393 0.0377531 0.0257041 0.0405983 0.0476319 0.0343263 0.049382 0.0298902 0.0277906 0.0365663 0.0346503 0.0307589 0.0762328 0.0676572 0.0677944 0.0402867 0.0373369 0.0355638 0.105725 0.0395321 0.117973 0.0964057 0.0880777 0.13413 0.148672 0.123811 0.0843616 0.100367 0.174601 0.252995
threshold=0.13857500000000003 -0.26025499999999996 0.23559000000000002 0.10645500000000001 1.0000000180025095e-35 0.09141500000000001 0.088595000000000021 0.51834500000000017 0.11876500000000001 0.10914000000000001 -0.15150999999999998 0.092940000000000009 0.087575000000000014 0.099470000000000017 -0.020529999999999996 0.088865000000000013 -0.52440999999999993 -0.081774999999999987 -0.080689999999999984 0.096795000000000006 0.10160000000000001 0.092965000000000006 -0.15121499999999996 -0.082594999999999988 -0.0092949999999999994 -0.076539999999999983 0.091275000000000009 0.087555000000000008 -0.012799999999999999 0.089325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 10 -3 15 13 -13 -15 16 -12 18 -18 21 -21 26 -22 24 -24 -25 27 -19 -29 -30
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 -11 11 12 -14 14 -16 -17 17 19 -20 20 22 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=0.0039728747651679441 -0.0029773034297091807 -0.0040419787977866474 0.0034778626214358069 -0.0035758845559030307 0.0047507712218378276 -0.0032358242629208799 0.0045249340929634256 -0.0028539190987578117 0.0029370634219958447 -0.0040875106605447152 -0.003696383841128813 0.0053783557540737093 0.006799220224923414 0.00098950007164222745 -0.0059422499721958526 -0.0043932879343628883 -0.0019547385249097716 3.059288329240876e-05 0.0074316311423899611 -0.0074853886812925336 -0.0067881433648012942 0.0062380793540237041 0.011102294119717998 -0.0075925509678199891 0.00033900826379205246 -0.00034123668011657344 -0.0057836311675297722 -0.001438081596279517 0.015763144115252155 0.0012431756198306434
leaf_weight=24 23 21 21 32 21 33 24 37 32 22 27 20 23 43 21 21 24 1959 24 25 21 26 21 25 33 405 24 40 21 28
leaf_count=24 23 21 21 32 21 33 24 37 32 22 27 20 23 43 21 21 24 1959 24 25 21 26 21 25 33 405 24 40 21 28
internal_value=0 2.2104e-05 -8.74136e-06 -3.27239e-05 4.8071e-06 -2.84147e-05 7.25927e-06 -2.95821e-05 6.37813e-06 -2.6253e-05 5.07505e-06 3.50956e-05 0.00169823 0.000301528 -0.00128498 -3.02331e-05 3.66415e-06 4.09965e-05 0.00273845 -8.27201e-06 -0.000779934 0.000186666 -0.000447981 -0.000172891 0.00452473 -0.000762825 0.000110732 0.000179806 0.00346418 0.00746602
internal_weight=0 3098 3074 3053 3021 3000 2967 2943 2906 2874 2852 2831 107 84 64 2724 2703 2676 48 2628 530 2098 505 484 54 430 2072 2048 89 49
internal_count=3121 3098 3074 3053 3021 3000 2967 2943 2906 2874 2852 2831 107 84 64 2724 2703 2676 48 2628 530 2098 505 484 54 430 2072 2048 89 49
is_linear=0
shrinkage=0.1


Tree=652
num_leaves=31
num_cat=0
split_feature=132 0 41 0 129 11 9 33 295 96 120 148 454 149 1366 0 0 1446 1 1 1 3 3 16 13 49 12 13 12 16
split_gain=0.0207606 0.0566987 0.0287449 0.0497571 0.0262081 0.0304572 0.0379015 0.0331487 0.0509655 0.0713687 0.0289639 0.0352382 0.0352506 0.0523806 0.0412161 0.0424702 0.0524059 0.0500414 0.0395638 0.194454 0.146243 0.206491 0.0814529 0.166104 0.0784904 0.0755199 0.0769005 0.0743023 0.0713859 0.0858495
threshold=-0.40070499999999992 -0.086234999999999992 0.093020000000000019 -0.10474999999999998 0.10698500000000001 -1.0000000180025095e-35 -0.092544999999999975 -0.012019999999999998 0.084000000000000005 0.083725000000000008 0.093680000000000013 -0.12993999999999997 -0.082299999999999984 0.089830000000000007 -1.0000000180025095e-35 -0.26343999999999995 -0.23811499999999999 0.11951500000000001 0.10508500000000001 0.10337500000000001 0.11146500000000002 -0.0049599999999999991 0.10732000000000001 0.25084500000000004 0.043850000000000007 0.14321000000000003 0.11650500000000001 -0.026374999999999999 0.096990000000000007 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2 -7 -8 9 10 11 -9 -13 14 -14 -16 -17 18 19 22 21 24 -18 -24 27 26 28 -20 -22 -30
right_child=2 -3 3 -5 -6 6 7 8 -10 -11 -12 12 13 -15 15 16 17 -19 20 -21 25 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0017818529328976114 -0.0039306314576970187 -0.0043116813399703118 -0.00063094350189203403 0.0059530496941244404 0.0021422590702838665 0.0038620733930729333 -0.0039152756936594165 0.0040891391915335714 -0.0041899057097154963 0.0058317006077794808 -0.003719536310416602 0.0035078005108516667 -0.0036215478582589918 0.0036790831137222015 0.0034995148720389068 -0.0052097078040242197 -9.1165220005250155e-05 0.0047905935118684462 0.0034965423247922444 -0.0081545835225692691 0.00038884609098507406 0.01163646055994412 -0.011090895490488037 0.0017972364136949184 0.0046616983767815449 -0.0054870100548634164 0.0050283620776287443 -0.0044263774400641184 -0.0084429537305947058 -0.00047107031352684975
leaf_weight=26 20 37 24 22 56 25 22 21 29 21 21 28 33 37 33 20 2084 21 20 31 240 26 20 20 43 26 29 29 22 35
leaf_count=26 20 37 24 22 56 25 22 21 29 21 21 28 33 37 33 20 2084 21 20 31 240 26 20 20 43 26 29 29 22 35
internal_value=0 -0.00179689 3.7019e-05 0.00251792 -8.69974e-07 -4.14705e-05 -1.49776e-05 -4.82742e-05 -1.88266e-05 2.34676e-05 -1.94958e-05 8.07729e-06 -2.25635e-05 -5.82624e-05 -0.000108878 -6.59294e-05 -0.000110063 -7.15168e-05 -0.000110414 -0.000291719 0.000720889 0.00376752 -0.000176959 -0.00464683 0.00154368 -0.000300424 0.00011323 -0.00119253 -0.000366698 -0.00354794
internal_weight=0 63 3058 46 3012 2956 2936 2911 2889 2860 2839 2818 2797 2769 2732 2699 2666 2646 2625 2155 470 118 2124 40 92 352 326 49 297 57
internal_count=3121 63 3058 46 3012 2956 2936 2911 2889 2860 2839 2818 2797 2769 2732 2699 2666 2646 2625 2155 470 118 2124 40 92 352 326 49 297 57
is_linear=0
shrinkage=0.1


Tree=653
num_leaves=31
num_cat=0
split_feature=12 10 10 1 1 38 38 11 2 0 1 11 4 11 52 2 15 15 2 2 4 160 42 2 3 133 2 2 4 0
split_gain=0.0214979 0.0432287 0.0831556 0.0426331 0.0371402 0.0267919 0.0492939 0.0368956 0.0770002 0.0679644 0.0487185 0.0429686 0.0639114 0.0483419 0.0477394 0.0348814 0.0563332 0.165304 0.0462929 0.0454314 0.053459 0.0800797 0.0904122 0.0790727 0.114553 0.153463 0.122515 0.125235 0.201858 0.11453
threshold=0.23631000000000002 -0.15926999999999997 -0.089679999999999982 0.13686500000000004 0.16175000000000003 0.10657000000000001 0.084835000000000008 0.091795000000000015 0.11067500000000001 -0.0058249999999999994 0.14699000000000004 0.086080000000000018 -0.15464999999999998 0.080455000000000013 -0.010034999999999999 0.14285500000000004 -0.028889999999999996 -0.41396999999999995 0.13622000000000004 0.12992500000000004 0.42051500000000003 -0.089744999999999978 0.088670000000000013 0.113445 -0.096099999999999977 0.094195000000000015 0.11510000000000002 0.121465 0.0082450000000000006 0.18019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 10 9 -9 11 13 -13 15 -15 18 17 -17 19 20 23 -22 -23 29 -25 26 -26 28 -28 -4
right_child=-2 2 4 -5 -6 -7 -8 8 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 21 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.00056154074105010802 -0.003045982899873153 -0.0061528881371486939 -7.433517700375467e-05 0.0051569830218795689 0.0043124752474250272 0.0028669021980022081 -0.0049899956444278363 -0.0047078782781249003 0.0058063354386390671 0.0030820161414643128 -0.0036237315899741497 -0.0067845337854637562 0.00059227317300004261 2.6899932085403375e-05 0.006769756538172563 -0.0017748474993277343 -0.00097547734403633521 0.011082211704924703 -0.0032235827124880061 0.0033640433669997714 -0.0022047678151955971 0.0079105278865123797 -6.2082123011350637e-05 -0.0093605633755214513 -0.0054691536081788528 -0.0078115762757330108 0.00054451793354625506 -0.0035930706774470983 0.012552202558921031 0.0073440479912928172
leaf_weight=22 23 22 2316 32 20 32 20 21 33 24 38 23 24 21 21 20 32 20 46 39 26 33 25 20 28 29 42 27 21 21
leaf_count=22 23 22 2316 32 20 32 20 21 33 24 38 23 24 21 21 20 32 20 46 39 26 33 25 20 28 29 42 27 21 21
internal_value=0 2.26138e-05 -2.71393e-05 0.00282721 1.74559e-05 -1.11585e-05 -4.21679e-05 -8.62334e-06 0.00213733 -0.000553268 -6.69049e-05 -1.92128e-05 -0.00301765 3.13529e-05 0.00339833 -2.01636e-05 0.00215183 0.00465368 -7.86686e-05 -2.35997e-05 -7.46499e-05 0.0024068 0.00447406 -0.000157894 -0.00226006 -0.00129401 0.000307769 0.00210503 0.00454708 -7.67448e-06
internal_weight=0 3098 3044 54 3022 3002 2970 2950 78 45 2872 2834 47 2787 42 2745 72 40 2673 2627 2588 84 58 2504 167 147 118 90 63 2337
internal_count=3121 3098 3044 54 3022 3002 2970 2950 78 45 2872 2834 47 2787 42 2745 72 40 2673 2627 2588 84 58 2504 167 147 118 90 63 2337
is_linear=0
shrinkage=0.1


Tree=654
num_leaves=31
num_cat=0
split_feature=8 34 0 12 16 52 34 123 393 1213 42 16 16 4 160 403 454 15 482 42 1 16 0 150 447 4 1374 0 48 3
split_gain=0.0194609 0.0242404 0.0449276 0.0438953 0.135153 0.0716442 0.035373 0.0515399 0.0318169 0.0683495 0.108221 0.0314606 0.0420005 0.192483 0.169844 0.0887707 0.0508506 0.0485848 0.0842764 0.0691387 0.0620995 0.0481232 0.0586871 0.0557968 0.0565096 0.0560404 0.0425742 0.0532186 0.107242 0.0807626
threshold=0.099635000000000015 -0.097449999999999981 0.18019500000000002 -0.11019 -0.4714549999999999 -0.070154999999999981 -0.084564999999999987 -1.0000000180025095e-35 0.10358500000000001 0.087530000000000011 -0.021469999999999996 -0.56967999999999985 -0.16927999999999996 -0.0029599999999999995 0.090980000000000019 -1.0000000180025095e-35 0.087240000000000012 -0.24436499999999997 0.085875000000000021 0.096235000000000015 0.13436000000000001 -0.50690499999999983 -0.13455999999999999 -1.0000000180025095e-35 0.089095000000000021 0.40473500000000007 -0.41674499999999998 -0.17169499999999996 0.083180000000000018 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -5 -8 11 10 -10 -9 13 -13 15 -15 26 18 19 20 -17 23 -23 -19 25 -25 -14 28 -28 -30
right_child=-2 2 -4 6 5 -7 7 8 9 -11 -12 12 16 14 -16 17 -18 21 -20 -21 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0026348849642090499 0.0030339340368906662 -0.0037488374303883084 -0.0039008878606061146 -0.0035513970792165092 0.00043189747666474434 0.007675290246131933 0.0050174048671033237 0.0036368288311429998 0.0050246294917693987 0.006798622866959445 -0.0040533299801734698 -0.010462496190198831 -0.0046504427213221794 -0.0078775219665840265 0.0053536620322293385 -0.01089236814351309 0.004773728796069257 0.0033094782521948217 0.0026920305285602808 0.00013028257759287954 -0.0033709998343787761 0.0063174628785678325 0.00016171636071719104 -0.0017499977929724591 0.00029851369834385625 -0.0085491614585573028 0.006770054078386988 -0.00010348723860977141 -0.0049918636150488799 0.0035767148968509654
leaf_weight=34 21 26 30 29 22 36 20 22 24 21 29 21 20 20 42 21 22 20 20 20 23 21 59 27 39 22 34 2332 22 22
leaf_count=34 21 26 30 29 22 36 20 22 24 21 29 21 20 20 42 21 22 20 20 20 23 21 59 27 39 22 34 2332 22 22
internal_value=0 -2.05525e-05 -4.99996e-05 -1.19473e-05 0.00224217 0.0049278 -7.60889e-05 -4.16093e-05 -7.6463e-05 0.00197048 5.74441e-05 -0.000130006 -0.000159529 -0.00117613 -0.00059226 -0.0014475 -1.23452e-05 -0.0009747 -0.00297412 -0.0047448 -0.00696074 -8.13399e-05 0.0017776 -0.00145833 -0.00254193 -0.00480268 -5.56759e-05 -1.75451e-05 0.0025519 -0.000707574
internal_weight=0 3100 3066 3036 84 58 2952 2923 2903 74 53 2829 2807 355 334 292 2452 272 84 64 44 188 80 108 88 49 2430 2410 78 44
internal_count=3121 3100 3066 3036 84 58 2952 2923 2903 74 53 2829 2807 355 334 292 2452 272 84 64 44 188 80 108 88 49 2430 2410 78 44
is_linear=0
shrinkage=0.1


Tree=655
num_leaves=31
num_cat=0
split_feature=44 1452 1455 1453 1420 52 482 1455 160 12 160 160 12 52 1 52 3 0 1455 12 50 149 48 48 1424 1375 4 51 51 12
split_gain=0.0194699 0.0261578 0.0395476 0.0352278 0.0379962 0.035414 0.0483482 0.0411706 0.0956847 0.0405802 0.0394151 0.0485465 0.0368629 0.0364239 0.0780191 0.0463631 0.0725348 0.0405015 0.0368705 0.163479 0.0354326 0.0332545 0.0360978 0.142527 0.0580855 0.0456771 0.0540517 0.0499935 0.113548 0.336766
threshold=0.10049500000000001 0.11850000000000001 0.10994000000000001 0.091090000000000018 -0.086449999999999985 0.51358000000000004 0.11958000000000001 -0.23681499999999997 -0.55323499999999981 0.087925000000000017 -0.54913999999999985 -0.53908999999999996 0.09857500000000001 0.34769500000000003 0.097525000000000014 0.26391000000000003 -0.082879999999999995 -0.079829999999999998 -0.065979999999999983 0.087995000000000004 -0.47144999999999992 0.089830000000000007 0.083685000000000009 0.085130000000000025 0.084555000000000005 0.084795000000000023 -0.52556499999999995 0.10027500000000002 0.081440000000000026 0.083310000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -9 -7 -10 -12 -11 15 17 18 -17 -15 19 -13 -20 22 24 -24 25 26 -22 28 -28 -30
right_child=-2 -3 -4 -5 5 9 -8 8 10 12 11 13 -14 14 -16 16 -18 -19 20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0041790658063043584 -0.0025352690673510858 -0.0035801517707295715 0.003491241944191808 -0.0041723754606209701 0.0043993770189228515 -0.0014393484189539501 -0.0046153325516649565 -0.0067699426075532327 0.0044287088420242073 0.0054619827385370932 -0.004705481649067555 0.002171526979955454 0.00010743686318164692 0.0019258707559303098 -0.002772235665470362 0.0020729935625457161 -0.0051249624666525051 0.0080789297050796443 0.0042649416305357594 -0.0089555981407022991 -0.0053666537464596336 0.0028652758184229822 0.0084386181734178375 0.00038398902961266779 -0.0051897672784474236 0.0037370909509869912 -6.7749873689326633e-05 0.0023070262446708511 -0.014148915058973692 -0.00024953066070641702
leaf_weight=22 30 20 33 20 21 23 23 21 20 36 22 31 20 23 20 21 42 20 20 23 20 41 23 490 23 30 1808 80 23 72
leaf_count=22 30 20 33 20 21 23 23 21 20 36 22 31 20 23 20 21 42 20 20 23 20 41 23 490 23 30 1808 80 23 72
internal_value=0 2.46063e-05 4.80824e-05 1.06814e-05 3.84021e-05 7.99671e-06 -4.85831e-05 -1.2289e-05 -4.45358e-05 0.00209715 4.98512e-06 -2.62559e-05 0.00354964 1.03786e-05 0.00238776 -4.41445e-05 -0.00272564 0.00478776 1.87968e-05 -0.0025678 7.19057e-05 3.97752e-05 -5.31844e-06 0.000745113 -0.000192561 -0.000136026 -0.000194036 -0.000141866 -0.000244815 -0.00361464
internal_weight=0 3091 3071 3038 3018 2996 2917 2894 2873 79 2852 2832 56 2810 63 2747 63 43 2684 54 2630 2610 2569 513 2056 2033 2003 1983 1903 95
internal_count=3121 3091 3071 3038 3018 2996 2917 2894 2873 79 2852 2832 56 2810 63 2747 63 43 2684 54 2630 2610 2569 513 2056 2033 2003 1983 1903 95
is_linear=0
shrinkage=0.1


Tree=656
num_leaves=31
num_cat=0
split_feature=1211 50 1209 402 3 1452 403 50 456 15 13 159 13 1212 2 1447 1447 1201 1203 1419 1446 0 133 12 483 133 3 1184 393 1211
split_gain=0.0185721 0.0201466 0.189433 0.146441 0.0664953 0.0708797 0.0623234 0.0873875 0.0883023 0.063531 0.054463 0.11897 0.0589401 0.0496253 0.106738 0.0708449 0.151824 0.0681358 0.0602477 0.0477768 0.062027 0.0747607 0.0611289 0.0578469 0.0583888 0.0533192 0.0434563 0.0429744 0.045737 0.068501
threshold=-0.43000499999999992 0.089465000000000017 -0.094304999999999986 0.087035000000000015 0.12178000000000001 0.088500000000000009 -0.45015499999999992 0.093975000000000017 0.089235000000000023 0.088990000000000014 -0.01163 -1.0000000180025095e-35 0.0027400000000000007 0.11796000000000001 0.093680000000000013 -0.085804999999999979 -0.086424999999999988 -0.08151499999999999 -1.0000000180025095e-35 0.085285000000000014 0.087455000000000019 -0.071924999999999989 0.090445000000000011 0.091085000000000013 0.086625000000000021 0.087170000000000011 -0.055119999999999995 0.083155000000000021 0.10938000000000002 0.10678000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 9 10 -8 19 26 -13 15 -15 16 -4 -17 -19 20 21 22 23 24 25 -9 -12 28 29 -20
right_child=1 3 13 -5 -6 -7 7 8 -10 -11 11 12 -14 14 -16 17 -18 18 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026113339943414624 -0.0097876613354310402 -0.0045032748348872971 -0.00010658129950628638 0.006564772342895403 -0.0040156030031438502 0.0056251759994775065 0.00082693983955929671 -0.0034240096091272551 -0.0055777580563530875 0.0081030976913704471 0.0043844253053556227 -0.0094104586701307981 -0.0018251568032428623 0.0077599696069955834 -0.0012298020151709872 -0.0054091843553697285 -0.010333997711894059 0.0053924148946645715 -4.5065233090154359e-05 -0.0030592426764390742 0.0069483876024605713 0.0057819021287663233 -0.0036476211171247996 0.0047792395296068317 0.0048249996983213347 0.0018436719645802497 -0.0013972606671114381 0.0033939657393037472 -0.0037374232458232933 0.0052180690229870381
leaf_weight=27 20 27 47 38 36 25 24 46 27 24 26 21 20 25 28 23 21 21 2282 24 20 29 32 34 20 33 26 37 33 25
leaf_count=27 20 27 47 38 36 25 24 46 27 24 26 21 20 25 28 23 21 21 2282 24 20 29 32 34 20 33 26 37 33 25
internal_value=0 2.2788e-05 -9.34924e-05 0.00058277 0.000122616 0.000447891 0.000148971 0.000458357 -7.88488e-05 0.00446502 0.000369703 -0.00168233 -0.00571031 -1.72205e-05 0.00301066 -8.16951e-05 -0.00326505 7.71751e-06 5.96728e-05 0.00117155 0.00164603 0.00109939 0.000276406 0.00122053 -1.64922e-06 -0.00122359 0.00149358 1.25598e-05 -4.09069e-05 1.19692e-05
internal_weight=0 3094 2562 532 494 458 433 406 358 48 331 93 41 2542 53 2489 68 2421 2398 238 214 194 165 133 99 79 52 2377 2340 2307
internal_count=3121 3094 2562 532 494 458 433 406 358 48 331 93 41 2542 53 2489 68 2421 2398 238 214 194 165 133 99 79 52 2377 2340 2307
is_linear=0
shrinkage=0.1


Tree=657
num_leaves=31
num_cat=0
split_feature=132 132 398 398 16 1201 130 133 130 3 13 133 402 1210 470 1420 1429 475 38 51 50 0 50 1451 1419 472 479 481 1428 483
split_gain=0.0196976 0.0308792 0.0313764 0.0535913 0.0475525 0.0271738 0.0278254 0.0835539 0.0720427 0.0705264 0.102627 0.0503862 0.0389519 0.0598166 0.0319677 0.0320364 0.0418855 0.0682861 0.0295676 0.0352934 0.0565605 0.0612807 0.0595374 0.0482234 0.0492528 0.0430084 0.0401378 0.0581476 0.0393296 0.0372326
threshold=-0.43443999999999999 -0.26631499999999991 0.10071000000000001 0.089640000000000011 -0.080344999999999986 -0.081779999999999978 0.095135000000000011 -0.12788999999999998 0.091705000000000023 -0.091054999999999983 0.10820000000000002 0.048950000000000007 0.2506000000000001 -0.15347999999999998 0.079700000000000007 -0.086449999999999985 -0.23587499999999997 0.089050000000000004 0.10657000000000001 -0.46956999999999999 -0.23848499999999997 -0.068189999999999987 -1.0000000180025095e-35 0.088880000000000015 0.091465000000000005 -0.087559999999999985 0.10713500000000002 -0.24785499999999996 0.092095000000000024 -0.070084999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 8 -8 12 10 -9 -11 13 -7 15 -15 -17 18 19 -18 21 -21 -22 24 25 -24 27 -27 29 -29
right_child=1 2 4 -5 -6 6 7 9 -10 11 -12 -13 -14 14 -16 16 17 -19 -20 20 22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0022332815572810479 0.0032208893261849881 0.0034242488929758907 -0.006246539003914222 0.0051939767063595363 0.00049074417276477275 0.0054802412167191507 -0.0066387377828359606 -0.0082665848651562231 0.0051833701595939974 -0.0011171580032062005 0.0011891016372828746 0.0041818041918113046 -0.0036528879832797528 0.0037378277994044454 -0.0038951652346267589 -0.0043557209428399801 -0.0042412492987932635 0.005450895845728076 0.00315417663017609 -0.00099539296377612195 -0.0048560234682204634 0.0056126453299334064 0.0038583733249522214 0.004324011746793986 -0.0039275801738822896 -0.0055044744163751606 0.0030990613952804457 0.001718771677547695 -0.0045056821603793656 -0.00014150292382703562
leaf_weight=39 30 23 20 20 22 20 25 22 27 34 24 38 29 23 21 22 20 23 29 23 26 36 28 25 33 20 39 113 20 2247
leaf_count=39 30 23 20 20 22 20 25 22 27 34 24 38 29 23 21 22 20 23 29 23 26 36 28 25 33 20 39 113 20 2247
internal_value=0 2.82602e-05 -3.12213e-06 3.47527e-05 -0.00271749 2.42854e-07 -2.62998e-05 -0.0013872 4.26126e-05 -0.000274587 -0.00333318 0.00167952 -7.01212e-06 3.11853e-05 -8.47306e-06 2.14575e-05 -1.01537e-05 2.54923e-05 -2.14367e-05 -5.6453e-05 -2.43856e-05 0.00303663 -9.51813e-05 -4.61588e-05 -8.98605e-05 -3.8525e-05 -8.32618e-05 -0.000134975 -8.98527e-05 -5.24305e-05
internal_weight=0 3082 3052 3010 42 2990 2967 143 2824 118 46 72 2797 2768 2748 2727 2704 2682 2659 2630 2610 59 2551 2525 2500 2467 2439 2400 2380 2360
internal_count=3121 3082 3052 3010 42 2990 2967 143 2824 118 46 72 2797 2768 2748 2727 2704 2682 2659 2630 2610 59 2551 2525 2500 2467 2439 2400 2380 2360
is_linear=0
shrinkage=0.1


Tree=658
num_leaves=31
num_cat=0
split_feature=12 120 376 123 31 33 0 1 13 9 9 9 0 0 393 16 13 2 1 49 49 51 49 49 1451 3 3 15 50 158
split_gain=0.0184632 0.04179 0.0332463 0.0502946 0.0418172 0.0446627 0.0438673 0.0885352 0.0444493 0.0412667 0.116913 0.0351626 0.0922084 0.0921169 0.034932 0.0803722 0.0352442 0.0954898 0.050007 0.0593251 0.0709362 0.121786 0.0793966 0.12649 0.0694695 0.0603852 0.0767118 0.0499665 0.0472175 0.0642971
threshold=0.23631000000000002 0.088020000000000015 -0.18919999999999998 -0.043329999999999994 -0.086279999999999982 -0.012019999999999998 0.18019500000000002 0.15964000000000003 0.40528500000000006 -0.087824999999999986 -1.0000000180025095e-35 0.082870000000000013 -0.086554999999999979 -0.0058249999999999994 0.10358500000000001 -0.085589999999999986 0.19762500000000002 0.090175000000000019 0.14699000000000004 0.12899500000000003 0.11560500000000001 -0.085604999999999987 0.11136000000000001 0.10877000000000002 0.089825000000000002 0.0051600000000000005 0.13524500000000003 -0.040804999999999994 -0.23771499999999998 0.094245000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 8 9 -7 -11 14 -13 -14 16 -16 18 -18 19 20 22 -22 23 24 28 27 -27 -21 29 -12
right_child=-2 -3 3 4 5 6 -8 -9 -10 10 11 12 13 -15 15 -17 17 -19 -20 25 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0037723197869996986 -0.0028228249846269258 0.0037351314405289792 -0.004920919317200536 0.0045473450189456345 -0.004430193480347162 0.0040758868834624689 -0.0040190567641898442 0.0059558371161110707 0.0045636865742770694 -0.006196019839074824 0.007152690059904542 0.0072078971580291796 -0.004845334563161368 0.0044341723923571408 0.005822131994500524 -0.00097984613134222435 0.00084435243625193836 -0.0060319527840571631 -0.0048170059580694546 -0.00093117199488915506 -0.00010352911991312315 -0.0094526733864437468 0.005929243048145013 -0.0078326809086969925 0.0052061360431835055 0.0092690300408073464 0.00071187580004334456 0.0048403983993921436 -0.00015469930112462025 -0.00050060802908695262
leaf_weight=23 23 30 21 20 23 24 27 25 21 31 21 24 23 20 32 38 46 36 22 60 38 22 22 21 25 22 20 20 2318 23
leaf_count=23 23 30 21 20 23 24 27 25 21 31 21 24 23 20 32 38 46 36 22 60 38 22 22 21 25 22 20 20 2318 23
internal_value=0 2.09571e-05 -1.53615e-05 -4.39712e-05 -1.01035e-05 -4.04461e-05 -6.57682e-06 3.00978e-05 -2.04803e-05 -5.35847e-05 -8.79492e-05 -2.15804e-05 0.00224224 -0.000529285 -7.60227e-05 0.00212963 -0.000132869 -0.00217451 -6.93103e-05 -2.9322e-05 -0.000134812 -0.00353155 -5.09424e-05 -0.000105579 -3.75983e-05 0.00212372 0.00519419 0.000511721 -9.30993e-05 0.0031521
internal_weight=0 3098 3068 3045 3024 3004 2981 2954 2929 2908 2884 2853 67 43 2786 70 2716 82 2634 2612 2490 60 2430 2408 2387 122 42 80 2362 44
internal_count=3121 3098 3068 3045 3024 3004 2981 2954 2929 2908 2884 2853 67 43 2786 70 2716 82 2634 2612 2490 60 2430 2408 2387 122 42 80 2362 44
is_linear=0
shrinkage=0.1


Tree=659
num_leaves=31
num_cat=0
split_feature=1426 1426 52 12 12 52 155 155 1429 475 156 133 133 133 52 1447 1371 403 133 1210 16 49 49 49 160 49 151 148 151 480
split_gain=0.0178611 0.0254937 0.0235864 0.0834462 0.0467651 0.0439682 0.0575726 0.0521538 0.0280925 0.111242 0.124564 0.0324503 0.242165 0.102666 0.142651 0.0821719 0.0700764 0.0741149 0.211075 0.110876 0.282225 0.0648034 0.137495 0.123914 0.126019 0.0839649 0.0621311 0.0997804 0.0833989 0.0700266
threshold=-0.10090499999999998 -0.052649999999999995 -0.56176499999999996 0.09320500000000001 0.083645000000000011 -0.55061999999999989 0.12862000000000004 0.104145 -1.0000000180025095e-35 0.05680000000000001 0.090500000000000011 0.085760000000000017 0.086085000000000009 0.085075000000000026 -0.013374999999999998 -0.085684999999999997 0.083235000000000017 -0.5341999999999999 0.40304500000000004 -0.00046999999999999993 -0.082779999999999979 0.09858500000000002 0.091115000000000015 0.11645000000000001 0.0046300000000000013 0.055245000000000009 -0.081864999999999979 -0.079549999999999996 -0.083694999999999978 -0.08342999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 8 -4 9 10 -7 13 -13 26 -15 -14 17 18 -17 20 -19 22 25 24 -23 -21 28 -28 -10 -29
right_child=1 2 5 -5 -6 6 -8 -9 11 -11 -12 12 15 14 -16 16 -18 19 -20 21 -22 23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0029065533585491635 -0.0026288971902701905 0.0027572386967949572 0.00029021194903180005 0.0072490356565685955 -0.0040812630532309413 0.0090149672469124198 0.0053642124714679091 -0.006931545746610937 0.00050641851996040938 -0.0036917782543847959 -0.0010402296659197997 0.010800652155144648 0.0054034169784213659 -0.011276918398216366 0.0006667311539058574 -0.010833689009608783 -0.0057153227007282637 -0.0038520106940995906 0.00057460441550409255 -0.00035303634787460297 0.011820916371006105 0.0096456453091267394 -0.0071985575272784834 -0.00036855466245296634 -0.00012519262646409597 0.0047259073464998181 -0.0072386995465162076 -0.0055577660072594886 0.0056570932134299692 -0.00022646144554304534
leaf_weight=21 37 20 20 20 20 28 20 20 182 24 22 22 29 20 20 23 21 20 55 465 27 33 28 84 22 35 21 25 38 1699
leaf_count=21 37 20 20 20 20 28 20 20 182 24 22 22 29 20 20 23 21 20 55 465 27 33 28 84 22 35 21 25 38 1699
internal_value=0 -1.96896e-05 1.18288e-05 0.001975 -0.000662012 -2.73955e-05 1.70631e-05 -0.00332067 -1.9275e-05 0.00190448 0.00459068 -6.88942e-05 0.00044343 -0.000289666 -0.00530509 0.000172813 -1.3764e-05 0.000137414 -0.00278938 0.000457147 0.00515159 0.000126355 -0.000379384 0.00204744 0.00573731 2.48971e-06 -0.000187571 -0.000387229 0.00139608 -0.000303772
internal_weight=0 3100 3063 60 40 3003 2963 40 2943 74 50 2869 864 2005 40 842 813 792 78 714 47 667 528 139 55 500 1965 1745 220 1724
internal_count=3121 3100 3063 60 40 3003 2963 40 2943 74 50 2869 864 2005 40 842 813 792 78 714 47 667 528 139 55 500 1965 1745 220 1724
is_linear=0
shrinkage=0.1


Tree=660
num_leaves=31
num_cat=0
split_feature=1210 1210 13 1209 1212 2 1210 12 12 0 482 15 402 2 480 399 4 12 403 474 47 47 4 15 0 47 49 49 472 1428
split_gain=0.0222039 0.0224747 0.0738886 0.0238255 0.0365824 0.0500378 0.033293 0.0271387 0.0880357 0.202569 0.0803672 0.0744287 0.071905 0.146627 0.0646502 0.0602797 0.10039 0.0649235 0.0593192 0.0572582 0.060712 0.171862 0.0876471 0.0666517 0.140079 0.109027 0.0879033 0.0707303 0.0604263 0.0610353
threshold=-0.42132499999999995 -0.12043 -0.049279999999999997 -0.090519999999999975 -0.42670499999999995 0.086375000000000021 -0.083289999999999989 0.09141500000000001 0.090455000000000021 -0.082974999999999979 -0.37501999999999996 0.090750000000000011 0.10999000000000002 0.083865000000000009 -0.085809999999999984 0.091580000000000009 -0.065794999999999979 0.091545000000000015 -0.5335399999999999 0.10716000000000002 0.080455000000000013 0.087235000000000021 -0.52556499999999995 -0.033689999999999991 -0.067624999999999977 0.096475000000000019 -0.0049799999999999992 1.0000000180025095e-35 -0.0062899999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -6 8 10 -10 -8 -11 14 -14 -12 17 -17 -9 -16 20 22 -22 -20 24 25 -23 -27 -28 -24 -30
right_child=1 3 -4 4 6 -7 7 15 9 11 12 -13 13 -15 18 16 -18 -19 19 -21 21 23 28 -25 -26 26 27 -29 29 -31
leaf_value=0.0029682346470654014 -0.0066997252125293024 0.0030816866997629404 0.001793176680803299 -0.0065646505099721253 0.0030886608250771785 0.0004243737064479362 0.0062156474124640225 0.005621079783569175 0.0023765862857758561 -0.0042746716098358423 0.004016072854957249 -0.012388903191313147 0.0017029726831242443 -0.01040598079795018 0.0048938995237340745 0.0092406747839413588 -0.00065879514343881356 0.00012378541417604395 -0.0062510160431265838 -0.004281620556053788 0.0088392654571820186 -0.0043206775892031144 0.0036559761808204806 0.0053700256588247921 -0.0063849514049868425 -0.0015093963677248791 0.0074634476724479886 0.0017522767409294223 -0.00049104857993145475 0.0036241450026077596
leaf_weight=25 20 25 21 20 35 21 20 22 34 26 38 20 20 20 23 20 21 915 25 34 27 32 38 24 31 44 35 57 1391 37
leaf_count=25 20 25 21 20 35 21 20 22 34 26 38 20 20 20 23 20 21 915 25 34 27 32 38 24 31 44 35 57 1391 37
internal_value=0 -2.39683e-05 -0.0023497 7.24451e-06 -1.81222e-05 -0.00298491 2.25731e-05 -1.3755e-05 -0.000226993 -0.00347644 -8.98854e-05 -0.0078026 -0.000157109 -0.0043515 -6.57274e-05 0.000417082 0.00417021 0.000252857 -0.000151995 -0.000217378 -0.000138007 0.00130413 -0.000379815 0.000391805 -0.000208584 0.000931103 0.00216682 0.003925 -0.000279692 -0.000384422
internal_weight=0 3096 41 3055 3030 41 2989 2954 1976 80 1896 46 1876 40 1836 978 41 937 1798 1775 1741 250 1491 223 199 168 136 92 1466 1428
internal_count=3121 3096 41 3055 3030 41 2989 2954 1976 80 1896 46 1876 40 1836 978 41 937 1798 1775 1741 250 1491 223 199 168 136 92 1466 1428
is_linear=0
shrinkage=0.1


Tree=661
num_leaves=31
num_cat=0
split_feature=1447 52 15 2 160 481 479 480 1447 48 48 40 2 2 2 4 1 13 3 457 16 15 4 3 1 2 2 1 4 0
split_gain=0.0192022 0.0752175 0.0476141 0.0442585 0.0421373 0.0474358 0.0312045 0.0287466 0.0264739 0.0253964 0.180436 0.0620569 0.0531357 0.0808299 0.137712 0.0862108 0.152588 0.138254 0.119512 0.0832256 0.0797527 0.0735783 0.0625159 0.0612154 0.0609492 0.0487362 0.0482208 0.0781004 0.085612 0.0447078
threshold=-0.085804999999999979 0.11639500000000001 0.086885000000000004 0.090545000000000014 -0.54913999999999985 -0.050084999999999991 0.10061500000000002 -0.088394999999999987 -0.087369999999999989 0.083685000000000009 0.084855000000000014 -0.085774999999999976 0.088125000000000023 0.099185000000000009 0.10252500000000002 -0.00059999999999999995 0.099400000000000002 -0.010094999999999998 0.11658 0.032140000000000009 -0.014754999999999999 -0.095244999999999982 0.00063500000000000004 0.31370500000000007 0.087325000000000014 0.090790000000000023 0.31765000000000004 0.14754500000000001 0.51164000000000009 -0.087319999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -2 7 -6 -1 26 -11 -12 20 19 -15 17 -17 23 -18 21 24 25 -23 -16 -13 -14 27 -9 -29 -22
right_child=4 -3 -4 -5 6 -7 -8 9 -10 10 11 12 13 14 15 16 18 -19 -20 -21 29 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0051849457860478898 0.0060015153773128986 -0.005227503954323337 0.0041069639070580406 0.0028560189926065509 0.0036400774530854756 -0.00036528045099905944 -0.0029648022699568957 -0.00018168110349056713 -0.00043719383926751719 0.0099391592107713235 -0.0036854328018160083 0.0017863471846794711 -0.0040907714843255926 0.009007426481693984 -0.0034500080290854386 -0.0071341164136195893 0.0052321030206180048 0.0071978486326866251 -0.0026380736667792814 0.00219123628925849 -0.0017327849591132619 -0.002913036519476009 -0.0095425596917048106 0.0036024744529277088 0.0080078928400912595 0.0023324772997983492 -0.0050245903572067622 0.00039876082596639479 0.0086682485150439397 0.002833334110029092
leaf_weight=23 25 34 24 20 22 22 35 2248 24 20 37 32 21 20 32 34 35 38 43 36 51 33 25 20 31 27 20 31 21 37
leaf_count=23 25 34 24 20 22 22 35 2248 24 20 37 32 21 20 32 34 35 38 43 36 51 33 25 20 31 27 20 31 21 37
internal_value=0 -0.00121435 0.000285067 -0.00108397 5.06656e-05 0.00302131 3.32054e-06 3.89706e-05 -0.00276056 1.15763e-05 0.000608382 0.000270311 0.00055451 -9.97157e-05 0.00109208 0.000308386 -0.00154351 0.00261297 0.000893416 -0.00196295 0.00213158 -0.00337381 -0.00577059 -0.000737515 0.00484774 -0.000477694 -0.000135567 -9.30541e-05 0.00373836 0.000187061
internal_weight=0 125 91 67 2996 47 2949 2914 47 2892 572 552 515 364 222 202 112 90 78 142 151 106 58 52 63 48 2320 2300 52 88
internal_count=3121 125 91 67 2996 47 2949 2914 47 2892 572 552 515 364 222 202 112 90 78 142 151 106 58 52 63 48 2320 2300 52 88
is_linear=0
shrinkage=0.1


Tree=662
num_leaves=31
num_cat=0
split_feature=40 12 52 46 447 1452 3 1 2 41 41 1453 133 3 3 43 484 49 16 15 474 1 4 15 1 0 49 47 0 1
split_gain=0.0208379 0.0287197 0.0831249 0.0529343 0.032503 0.0281541 0.0283167 0.0371364 0.0680283 0.0440711 0.0409973 0.0342351 0.0326226 0.0324154 0.10314 0.151085 0.0959896 0.075086 0.133521 0.103811 0.0960541 0.108251 0.213628 0.186479 0.0779379 0.07588 0.137648 0.0717899 0.0642179 0.0761417
threshold=-0.23755499999999996 0.12757000000000002 0.10160000000000001 -0.043074999999999995 0.094580000000000011 0.11815000000000002 0.63141500000000017 0.14754500000000001 0.14838000000000004 0.10230000000000002 0.089005000000000015 0.091090000000000018 -0.41317499999999996 -0.0049599999999999991 -0.0096849999999999974 -0.077824999999999991 0.099615000000000009 -0.0087849999999999977 -0.095964999999999981 -0.065449999999999994 0.087035000000000015 0.10022000000000002 -0.017809999999999996 -0.098289999999999975 0.083135000000000014 -0.14832499999999996 -0.069799999999999987 0.12431000000000002 -0.20211999999999997 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 9 -9 10 11 13 -11 14 -5 -16 17 18 19 -15 21 22 24 -24 -19 26 -20 28 -23 -30
right_child=1 2 -4 4 -6 -7 -8 8 -10 12 -12 -13 -14 16 15 -17 -18 20 25 -21 -22 27 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0025387169305759018 0.0045096968813315751 -0.0052508270406785114 0.0022551835682243109 1.6244176137756388e-06 -0.0034759004307151949 -0.003639157921341913 -0.0035389094528826799 0.0068775186521551485 -0.00098657170098952261 -0.0004221814730044571 0.0038052690648955516 -0.0039965015137568118 -0.0061338040675036612 -0.010126870959489184 0.00058792686710755038 -0.011026599125138351 -0.0054434648148067623 -0.0029900683555752041 0.0095642969178394814 -0.00017233902588486671 -0.0024662703775806894 -0.0047410561110485692 0.0041416362848725515 0.01716187689030035 0.0047137804080507363 -0.0010222663553278953 -0.0015217148698866369 0.0064735624966921201 0.0067275559145491583 -0.00026874543034604621
leaf_weight=32 26 36 25 2314 27 21 22 22 22 20 29 21 20 22 24 21 23 24 24 20 38 22 22 22 29 61 21 21 20 70
leaf_count=32 26 36 25 2314 27 21 22 22 22 20 29 21 20 22 24 21 23 24 24 20 38 22 22 22 29 61 21 21 20 70
internal_value=0 -2.62994e-05 -0.00217459 1.69786e-05 -2.19324e-05 9.41459e-06 3.53523e-05 6.21715e-05 0.00294547 1.8243e-05 6.45385e-05 2.60563e-05 -0.00327799 5.62471e-05 -9.05848e-05 -0.00483219 0.000845259 0.00119295 -0.000614926 -0.00538662 0.00219133 0.00296085 0.00550119 0.0106518 0.00122525 0.00127574 0.00439082 0.00110812 0.000102104 0.00128599
internal_weight=0 3089 61 3028 3002 2975 2954 2932 44 2888 2848 2819 40 2798 2359 45 439 416 148 42 268 230 97 44 53 106 45 133 112 90
internal_count=3121 3089 61 3028 3002 2975 2954 2932 44 2888 2848 2819 40 2798 2359 45 439 416 148 42 268 230 97 44 53 106 45 133 112 90
is_linear=0
shrinkage=0.1


Tree=663
num_leaves=31
num_cat=0
split_feature=15 3 45 11 104 97 13 1213 40 376 150 49 2 2 2 2 11 11 4 0 402 16 403 0 4 12 3 41 11 376
split_gain=0.0193846 0.0386272 0.025885 0.0685943 0.0417261 0.0267077 0.0262612 0.0963771 0.0706229 0.0666312 0.0848937 0.0966084 0.0852154 0.139005 0.135898 0.133674 0.122337 0.0761108 0.246655 0.0896875 0.0728666 0.0889045 0.10454 0.0927651 0.0813528 0.0713071 0.0531728 0.147637 0.0651442 0.053661
threshold=-0.56368999999999991 0.63141500000000017 -1.0000000180025095e-35 -0.014494999999999999 0.079665000000000014 -0.084074999999999983 0.0036400000000000004 0.085435000000000025 0.064905000000000018 0.087010000000000018 0.093625000000000014 -0.0043999999999999985 0.089125000000000024 0.095545000000000005 0.099185000000000009 0.10774000000000002 0.085155000000000022 0.091795000000000015 -0.39518999999999993 -0.057069999999999989 0.083170000000000008 -0.071854999999999988 -0.09551999999999998 -0.086729999999999988 -0.029144999999999997 0.095110000000000014 -0.14186499999999996 0.078570000000000015 0.080705000000000013 -0.11750499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 26 8 9 10 11 -8 20 25 -15 16 -16 18 -17 -20 21 22 -13 -24 -23 -14 27 -7 -29 -28
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 -12 12 13 14 15 17 -18 -19 19 -21 -22 24 23 -25 -26 -27 29 28 -30 -31
leaf_value=0.0027733963839709761 -0.0034927753432254707 -0.0044029019027948387 0.0057257000678440648 0.0029926383239217104 -0.0041623986830624437 0.0074130785015940268 0.0039443638759999065 -0.0071132635094479412 -0.0061886241775937385 0.0055267767491750421 -0.0064327919030223377 0.0019874489218320536 0.00095880557969212532 -0.0074449578962790287 0.0083469951176084588 -0.012851156401447954 -0.00054172255127923571 0.0031954691261053083 -0.0035444433196411967 0.0035389762547283405 -0.0068665335793048152 0.0057413729991262347 -0.00082380092469975348 -0.0095591753105362595 -0.0021693215203972961 0.0081369056005872065 0.0049530538232912397 -0.0049258293475511229 0.0017645233876591678 -9.2530573981040828e-06
leaf_weight=25 21 20 21 30 24 37 53 22 20 20 22 23 25 26 32 20 30 25 39 33 30 26 20 31 26 31 22 22 43 2302
leaf_count=25 21 20 21 30 24 37 53 22 20 20 22 23 25 26 32 20 30 25 39 33 30 26 20 31 26 31 22 22 43 2302
internal_value=0 -2.2395e-05 6.08684e-06 3.01379e-05 -9.28421e-06 2.38303e-05 -6.057e-06 -0.000627268 -0.000359051 -0.000131333 -0.000361337 -7.71415e-05 -0.000588268 0.000516912 -0.000689269 0.000292004 0.004046 -0.00169729 -0.00302685 -0.000297876 -0.00243732 -0.00138274 -0.00360945 -0.00613354 0.00178603 0.0049324 0.000135802 0.00237049 -0.000499904 3.77223e-05
internal_weight=0 3096 3076 3055 3034 3010 2980 554 532 512 492 470 417 261 205 179 62 117 92 72 156 126 74 51 52 56 2426 102 65 2324
internal_count=3121 3096 3076 3055 3034 3010 2980 554 532 512 492 470 417 261 205 179 62 117 92 72 156 126 74 51 52 56 2426 102 65 2324
is_linear=0
shrinkage=0.1


Tree=664
num_leaves=31
num_cat=0
split_feature=1210 40 48 51 454 149 46 470 156 475 16 148 0 2 51 3 2 483 13 14 160 1374 12 40 1443 481 484 484 4 3
split_gain=0.0198392 0.0197528 0.0310604 0.0571261 0.0276123 0.0246377 0.0352774 0.0477537 0.0306717 0.051841 0.0302995 0.0286195 0.0414848 0.0402852 0.126355 0.127763 0.125153 0.0740915 0.0716046 0.0875752 0.0876777 0.108531 0.0820835 0.0707653 0.0707323 0.0830276 0.246654 0.0933832 0.223308 0.18646
threshold=-0.42132499999999995 -0.23755499999999996 0.14174500000000004 0.14330000000000001 -0.082299999999999984 0.089830000000000007 0.096120000000000011 0.079700000000000007 -0.090889999999999985 -0.079029999999999975 -0.29154999999999992 0.093475000000000016 -0.24955499999999997 0.089125000000000024 0.11917000000000001 -0.075359999999999996 0.088850000000000012 -0.14014999999999997 -0.096404999999999991 0.057600000000000005 0.11055500000000001 0.087110000000000007 0.11650500000000001 0.097265000000000018 1.0000000180025095e-35 -0.086729999999999988 -0.081614999999999979 0.085790000000000019 -0.082594999999999988 -0.087519999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 7 8 9 -6 -7 12 -10 14 16 -16 17 -14 -19 20 21 22 24 -15 25 26 -20 -27 -29 -30
right_child=1 2 3 -5 5 10 -8 -9 11 -11 -12 -13 13 23 15 -17 -18 18 19 -21 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=0.0028057314418256287 0.0024489712493959816 0.0030603616072892633 0.0006816938843416131 -0.0066258685523644086 -0.00082921337424999198 0.0047092223113092283 0.0035915169925339382 -0.0049779872968792917 0.0035509864559337017 0.0062846237234771259 -0.00049203612420353152 -0.0038832800474483523 0.0041074149453869235 0.0003963312145228811 -0.00062594395613731733 -0.011669302311493084 -0.0068269264033256937 0.0021267319852716986 -0.0039116052957251669 -0.0055277327490865207 -0.0069533470459282407 0.0068488205073490033 0.0059522453695535667 -0.004600013946305651 -0.0053019123309180341 -0.00024687893950727018 0.011605522458973741 0.0059623955823813702 0.0022518477038196896 -0.0082038305572826754
leaf_weight=25 32 29 23 20 21 24 26 20 31 20 21 20 39 1260 22 20 29 111 20 34 20 21 20 29 30 1023 21 21 23 66
leaf_count=25 32 29 23 20 21 24 26 20 31 20 21 20 39 1260 22 20 29 111 20 34 20 21 20 29 30 1023 21 21 23 66
internal_value=0 -2.26561e-05 -4.84694e-05 -0.00271717 -1.04839e-05 -4.02481e-05 -7.57079e-05 -0.00010835 -7.47779e-05 0.00264095 0.00228197 -0.00011371 -8.71634e-05 -0.000127314 -0.000476054 -0.00588469 -0.000322358 -0.000192177 -0.000311102 -0.000519415 -0.000384804 -0.000279286 -0.000401582 0.000283923 -0.000507127 -0.000384602 0.00403619 -0.000544578 -0.00331318 -0.0055018
internal_weight=0 3096 3064 43 3021 2992 2947 2921 2901 41 45 2860 2840 2809 1520 42 1478 1449 1410 1299 1265 1245 1224 1289 1204 1174 41 1133 110 89
internal_count=3121 3096 3064 43 3021 2992 2947 2921 2901 41 45 2860 2840 2809 1520 42 1478 1449 1410 1299 1265 1245 1224 1289 1204 1174 41 1133 110 89
is_linear=0
shrinkage=0.1


Tree=665
num_leaves=31
num_cat=0
split_feature=44 1452 1455 1453 484 4 1419 51 0 12 1419 157 1429 484 13 133 15 157 157 1372 160 1443 1 1 159 1 1 1186 393 1
split_gain=0.0190639 0.0242644 0.0293596 0.0310951 0.0343178 0.072358 0.0236536 0.0237524 0.0638631 0.0698457 0.0338075 0.0361185 0.0340452 0.0501177 0.156009 0.171936 0.034202 0.034811 0.103464 0.0950929 0.0355801 0.0472177 0.0404642 0.116032 0.255353 0.187344 0.166958 0.113873 0.0963995 0.0906677
threshold=0.10049500000000001 0.11850000000000001 0.10994000000000001 0.091090000000000018 0.25819500000000006 -0.013514999999999998 0.11420000000000001 0.15466000000000005 -0.085254999999999984 0.094225000000000017 0.091465000000000005 -0.14116499999999996 0.11725500000000001 0.10785500000000002 -0.085384999999999975 0.09112000000000002 -0.56368999999999991 -0.090569999999999998 -0.087424999999999989 -0.087494999999999976 -0.55045999999999984 0.090450000000000016 0.085345000000000018 0.079415000000000013 0.08154500000000002 0.083135000000000014 0.077565000000000009 0.060550000000000007 0.098330000000000015 0.086255000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 10 -9 -10 11 -1 13 16 -15 -16 -13 -18 -19 -20 -21 22 23 26 25 -25 -22 28 29 -24
right_child=-2 -3 -4 -5 5 -7 -8 8 9 -11 -12 12 -14 14 15 -17 17 18 19 20 21 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028472621335337562 -0.0025086927801991504 -0.0034474947367561983 0.0030136499868769371 -0.0039153016195632518 -0.0010618161341920749 0.0070570625403585541 0.0032665789090308619 -0.0026063742767465079 0.0084246466471813632 0.00025942305272275753 -0.003971603491597555 0.0037991782446624711 0.0036822012439370155 0.0040803948152725675 -0.013054156771395356 -0.00037651135808909717 0.0029734924113234648 -0.0063133029482112489 0.0064278193142103118 -0.0030282121158215422 0.00025494937602307805 0.0043397966618649664 -0.0059686453143889409 0.015884470059536398 -0.0041289914011334384 0.0031150343961565308 -0.0087304132253242031 -0.0070214335806667808 0.006553666270337999 -0.00029936511373043821
leaf_weight=45 30 20 33 20 23 21 22 21 20 22 22 24 25 22 20 23 39 26 23 39 1354 25 29 20 24 27 21 26 20 1035
leaf_count=45 30 20 33 20 23 21 22 21 20 22 22 24 25 22 20 23 39 26 23 39 1354 25 29 20 24 27 21 26 20 1035
internal_value=0 2.43484e-05 4.69589e-05 1.47335e-05 4.07774e-05 0.0028131 -2.38831e-07 -2.4585e-05 0.00189629 0.00414762 -6.64733e-05 -3.65072e-05 8.31349e-06 -2.45243e-05 -0.00276883 -0.00627309 4.07686e-05 7.45922e-06 -3.58811e-05 2.58718e-05 -3.03285e-05 1.49708e-05 -2.73299e-05 0.000321274 0.00426337 0.00854884 0.000117718 -0.000481457 -0.000324594 -0.000453885
internal_weight=0 3091 3071 3038 3018 44 2974 2952 63 42 2889 2867 2822 2797 65 43 2732 2708 2669 2643 2620 2581 2556 1446 71 47 1375 1110 1084 1064
internal_count=3121 3091 3071 3038 3018 44 2974 2952 63 42 2889 2867 2822 2797 65 43 2732 2708 2669 2643 2620 2581 2556 1446 71 47 1375 1110 1084 1064
is_linear=0
shrinkage=0.1


Tree=666
num_leaves=31
num_cat=0
split_feature=400 0 400 130 130 1204 12 12 52 1452 402 133 133 11 1 12 160 16 2 14 16 49 12 12 133 0 1 1 3 2
split_gain=0.0184553 0.0373824 0.0334359 0.0251756 0.0774293 0.0429327 0.0258195 0.0856915 0.0771107 0.103329 0.0609294 0.113624 0.123974 0.0835052 0.158861 0.0601504 0.100739 0.167485 0.120914 0.0578279 0.094329 0.11231 0.0559376 0.181409 0.150314 0.147075 0.0988182 0.259225 0.178109 0.269505
threshold=0.10645500000000001 -0.080119999999999983 1.0000000180025095e-35 -0.11198999999999999 -0.22461999999999996 -0.086904999999999996 0.085955000000000018 0.086095000000000019 0.5140450000000002 0.091225000000000014 0.11232500000000002 0.11524500000000001 0.10622000000000002 0.076270000000000018 0.082005000000000008 0.08493500000000001 -0.089549999999999991 -0.010264999999999998 0.084715000000000013 0.084525000000000003 -0.5335399999999999 -0.18481499999999998 0.083985000000000018 0.083715000000000026 0.085760000000000017 -0.084509999999999988 0.081670000000000006 0.07635500000000002 -0.042499999999999989 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 8 -8 9 10 11 12 13 15 -15 22 -17 18 -18 20 -9 -22 23 26 -25 -24 27 -7 29 -28
right_child=1 -3 -4 5 -6 6 7 19 -10 -11 -12 -13 -14 14 -16 16 17 -19 -20 -21 21 -23 25 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0016054316147346981 -0.0048907183928151984 0.00039465601130359577 0.0040090985729226043 -0.004248415924181851 0.005521063518620307 0.00073986497923354702 0.0063209855093863676 0.0069005866180218397 -0.0060743025423068073 0.0065618119287219924 0.0048649995651265446 -0.0061449953601421681 0.0065472396318979852 -0.010676409226355398 0.0016378218145109713 0.0026795164681971077 0.0032155270823427751 -0.011329625178452421 -0.004900757426286065 -0.0050394239569348954 -0.0069410204548727393 0.00025371445901162753 0.00017735955166594628 -0.012913189722457903 -0.0014751630585157762 0.0083424352737243423 -0.015215408727526664 0.01254427274023848 -1.0014918726500581e-05 -0.00093758661443224328
leaf_weight=30 23 32 21 24 31 163 23 21 23 22 22 34 26 22 20 31 31 23 45 21 22 1573 104 20 27 28 20 21 579 39
leaf_count=30 23 32 21 24 31 163 23 21 23 22 22 34 26 22 20 31 31 23 45 21 22 1573 104 20 27 28 20 21 579 39
internal_value=0 -0.00181559 3.25693e-05 5.145e-06 0.00201623 -3.59663e-05 -1.81132e-06 0.000259553 -0.000335553 -0.000232193 -0.000351291 -0.000444363 -0.000282711 -0.000434099 -0.00481249 -0.000271506 -0.00229515 -0.00385287 -0.00159017 0.000174389 0.000242143 0.000154477 -8.69589e-06 -0.000300044 -0.00634241 0.00190935 4.54441e-05 0.00208711 -0.000543374 -0.00577753
internal_weight=0 55 3066 3045 61 2984 2960 1660 1300 1277 1255 1233 1199 1173 42 1131 130 99 76 1637 1616 1595 1001 869 47 132 822 184 638 59
internal_count=3121 55 3066 3045 61 2984 2960 1660 1300 1277 1255 1233 1199 1173 42 1131 130 99 76 1637 1616 1595 1001 869 47 132 822 184 638 59
is_linear=0
shrinkage=0.1


Tree=667
num_leaves=31
num_cat=0
split_feature=1177 13 48 1455 1210 403 43 158 1212 2 133 2 15 3 13 51 52 4 0 15 483 160 1455 160 482 1452 471 52 1446 13
split_gain=0.0191957 0.0233934 0.0504906 0.0462993 0.0438344 0.109218 0.0519792 0.102452 0.100964 0.0686247 0.137825 0.165427 0.111235 0.102111 0.100928 0.0675347 0.284485 0.082287 0.157283 0.0855765 0.0561265 0.0863774 0.0728371 0.0939958 0.0886794 0.0720213 0.0705862 0.0883788 0.122277 0.157621
threshold=-0.079504999999999978 -0.066634999999999986 -0.088439999999999977 0.11784500000000002 -0.077744999999999995 -0.0051499999999999992 -0.011694999999999999 0.10777500000000001 0.087490000000000012 0.096015000000000017 0.092470000000000011 0.10527500000000002 -0.064294999999999977 -0.073309999999999986 -0.07965499999999999 0.080335000000000018 0.084735000000000019 -0.14098499999999997 -0.059114999999999994 0.099260000000000015 -0.046924999999999988 0.088020000000000015 -0.088559999999999986 -0.081639999999999976 0.11117500000000001 0.082765000000000019 0.086855000000000016 -0.026204999999999996 0.083715000000000026 -0.08645499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -4 8 15 9 20 11 12 -11 -12 -13 17 -17 -8 19 -19 25 22 23 -22 26 -6 27 -24 -29 -30
right_child=1 3 4 -5 6 -7 7 -9 -10 10 13 14 -14 -15 -16 16 -18 18 -20 -21 21 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0022046498870715884 0.0050151038967834955 -0.00022955033644596616 0.0061755433678627016 -0.0049559088113407292 0.0069020001372943332 -0.0027218181555244058 0.0064011889300309129 -0.0063123586310652059 0.0063343584328761394 0.0037670748219603583 -0.0049412448960356424 -0.00096910640358593373 0.013942086307162588 0.0023998819529272926 0.0062356901684763912 0.0012318377424962819 -0.011833046987652779 -1.8654094087317017e-05 -0.0070022519467578788 0.0059519491856917742 0.00060506024252390497 -0.004569483053637669 0.0025066059369490807 -0.0090900835604406909 0.0067169709075824355 0.00035449578011009309 -0.0051462908853024533 -0.0016339272647056047 -0.0032153680663517059 0.0069885253514413064
leaf_weight=39 22 1590 37 21 24 22 20 31 29 21 40 59 22 36 29 50 25 313 31 26 20 48 122 20 20 56 26 257 24 41
leaf_count=39 22 1590 37 21 24 22 20 31 29 21 40 59 22 36 29 50 25 313 31 26 20 48 122 20 20 56 26 257 24 41
internal_value=0 -2.78979e-05 0.00026042 -0.00029116 0.00018823 0.00285788 7.49139e-05 -0.000746072 0.000530405 0.000335821 0.00192386 0.00388925 0.00897289 -0.00146387 0.0014052 -0.000374986 -0.00312312 0.000153502 -0.00018421 0.000439268 -0.000163758 -0.000507357 -0.000139467 -0.00424251 0.000195476 0.00231875 -8.20346e-05 0.000214521 -0.000653909 0.00322093
internal_weight=0 3082 1471 1611 1449 59 1390 496 894 865 207 131 43 76 88 465 75 390 370 339 658 578 530 40 490 80 470 444 322 65
internal_count=3121 3082 1471 1611 1449 59 1390 496 894 865 207 131 43 76 88 465 75 390 370 339 658 578 530 40 490 80 470 444 322 65
is_linear=0
shrinkage=0.1


Tree=668
num_leaves=31
num_cat=0
split_feature=131 400 133 2 1201 132 1186 400 131 403 403 1 132 12 1211 12 2 4 402 50 1210 1210 403 50 1210 12 2 0 12 457
split_gain=0.0188072 0.0268553 0.0205095 0.0472201 0.0291182 0.0240048 0.163773 0.121005 0.0651296 0.0632451 0.0778265 0.0577589 0.0923558 0.0502481 0.0259342 0.0896519 0.0459622 0.109308 0.0378901 0.0377635 0.153752 0.107218 0.0726571 0.0930818 0.0679535 0.0559241 0.174402 0.0697023 0.0567396 0.0522638
threshold=0.13857500000000003 -0.26025499999999996 -0.5336749999999999 0.097070000000000004 -0.081779999999999978 -0.083284999999999984 1.0000000180025095e-35 -0.077734999999999985 0.10014500000000001 -0.082179999999999989 -0.090484999999999996 0.10325000000000002 -0.44750499999999993 0.088045000000000012 0.087635000000000005 0.087925000000000017 0.087545000000000026 -0.077679999999999985 0.2506000000000001 0.083090000000000011 -0.052634999999999994 -0.08453999999999999 -0.45015499999999992 0.098445000000000019 -0.065674999999999983 0.083875000000000019 0.085855000000000015 -0.082974999999999979 -1.0000000180025095e-35 -0.085584999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 9 8 -7 10 -6 12 -11 -14 18 -16 17 -17 19 21 -21 -9 -22 -24 -23 26 -25 -28 -29 -27
right_child=-2 2 4 -5 5 7 -8 14 -10 11 -12 -13 13 -15 15 16 -18 -19 -20 20 22 24 23 25 -26 29 27 28 -30 -31
leaf_value=0.003353268910238209 -0.0028489968719203839 -0.0053965139181607153 0.0037363030315775963 0.0013171812091604808 0.0021597008284350689 -0.0095691626210464165 0.0092014930618461218 -0.0054621992902340079 -0.001498873345553875 -0.0017486713505510628 -0.0053140102695722726 -0.0028124913340434434 0.0019369710838266958 0.0081725532043492432 0.0061737679988921931 -0.0076270729946416056 0.0022109237287077123 0.0025760295490423841 -0.0035327733208936072 0.0082569439322329498 -0.0051243807928150762 0.0043994416313415229 0.0031634775395187639 -0.0096037365370041997 -0.00017432092718681747 0.0044744590368692673 0.003629422642883252 0.00099241724661128087 -0.0063669657171703878 6.8924736242923065e-05
leaf_weight=24 23 22 21 20 22 20 22 38 20 29 38 24 24 28 30 21 40 21 31 26 23 33 110 24 2076 31 33 22 20 205
leaf_count=24 23 22 21 20 22 20 22 38 20 29 38 24 24 28 30 21 40 21 31 26 23 33 110 24 2076 31 33 22 20 205
internal_value=0 2.11514e-05 -4.86386e-06 -0.00219952 2.5537e-05 -3.43474e-07 0.00109691 -7.30013e-05 -0.00553402 1.62943e-05 -0.00257365 0.00149626 0.00277293 0.00529459 5.46161e-06 0.00149623 -0.000215061 -0.00252552 -5.70258e-05 -1.62276e-05 0.000772096 -0.000197612 0.000356271 0.00063954 -0.000102754 -0.000189215 -0.00218409 0.000190197 -0.00251205 0.000647618
internal_weight=0 3098 3074 42 3032 3011 187 2824 40 165 60 105 81 52 2784 112 82 42 2672 2641 494 2147 468 445 2109 335 99 75 42 236
internal_count=3121 3098 3074 42 3032 3011 187 2824 40 165 60 105 81 52 2784 112 82 42 2672 2641 494 2147 468 445 2109 335 99 75 42 236
is_linear=0
shrinkage=0.1


Tree=669
num_leaves=31
num_cat=0
split_feature=96 1 9 11 33 40 40 11 9 2 10 11 14 41 41 41 41 42 129 128 52 390 1374 1 457 457 2 457 447 448
split_gain=0.0202509 0.0724767 0.0383397 0.0493362 0.0391103 0.0280959 0.0689874 0.0287736 0.0469942 0.0590799 0.0471088 0.0314053 0.0387314 0.0308607 0.0562404 0.0312782 0.040155 0.0322599 0.0526262 0.0474225 0.0450668 0.0267284 0.0261299 0.113367 0.037293 0.0420088 0.0433434 0.037759 0.037733 0.104864
threshold=0.083725000000000008 0.10956 -1.0000000180025095e-35 -0.011194999999999998 0.085305000000000006 0.10611000000000002 0.0064400000000000004 0.10458500000000001 0.088235000000000022 -0.080614999999999978 0.046740000000000011 0.096435000000000007 -0.46885499999999997 0.10903500000000001 0.08690500000000001 0.079395000000000007 0.07677500000000001 -0.14609499999999997 0.086435000000000012 0.10692000000000002 1.0000000180025095e-35 0.087590000000000015 -0.067869999999999986 0.087695000000000009 0.10487 0.091945000000000013 0.10045500000000002 0.087855000000000003 0.085205000000000017 -0.076874999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 7 8 9 -5 -10 12 -11 14 15 16 17 18 -14 20 -20 22 23 -19 25 27 -27 28 -24 -30
right_child=1 -3 3 4 -6 -7 -8 -9 10 11 -12 -13 13 -15 -16 -17 -18 21 19 -21 -22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0033758740639314058 0.0058208554338377259 -0.001068551213924169 0.0047192866278981628 0.0048674899147590628 -0.0041414159552558612 0.0028562989880276078 -0.0057459971440645555 0.0030871785113898418 -0.0068242926720995453 -0.0042248758148740635 -0.0005587273071675251 0.0036648014479357264 0.0058207611708591383 -0.0032574691998386949 0.0041252388897577699 -0.003239098271975915 0.0040798962635259766 -0.0018184401216464778 -0.0044625455878027111 0.0045916213933378455 0.0013797060901960057 0.0023750651443680357 -0.00021315506323760062 0.0070523020885884767 -0.0033400173267550968 -0.00021755164792842193 0.0059216607443016512 -0.0043226620576619591 0.0080048001743853094 -0.0022355040279217068
leaf_weight=34 26 37 22 25 23 34 21 30 20 22 30 23 24 29 33 30 24 34 23 20 31 43 2313 25 37 23 23 22 20 20
leaf_count=34 26 37 22 25 23 34 21 30 20 22 30 23 24 29 33 30 24 34 23 20 31 43 2313 25 37 23 23 22 20 20
internal_value=0 0.0017747 -3.65617e-05 9.83429e-07 -3.35944e-05 -1.8791e-06 -3.48767e-05 6.14019e-06 -2.57987e-05 2.76323e-05 -0.00306495 -1.52895e-05 -4.5562e-05 -1.24168e-05 2.18661e-05 -2.80643e-05 7.85328e-06 -2.89146e-05 0.00175166 0.000431956 -0.00110866 -9.70774e-05 -0.000139311 0.00194035 -0.00018923 -0.000141076 0.00285205 -0.000199049 -0.000160494 0.00288465
internal_weight=0 63 3058 3024 3002 2979 2945 2924 2894 2844 50 2819 2796 2774 2745 2712 2682 2658 98 74 54 2560 2517 59 2458 2421 46 2375 2353 40
internal_count=3121 63 3058 3024 3002 2979 2945 2924 2894 2844 50 2819 2796 2774 2745 2712 2682 2658 98 74 54 2560 2517 59 2458 2421 46 2375 2353 40
is_linear=0
shrinkage=0.1


Tree=670
num_leaves=31
num_cat=0
split_feature=1208 1209 1208 1209 1208 401 43 401 401 1212 1212 0 402 403 16 403 129 131 1200 1213 130 12 133 1 3 4 13 1455 1 3
split_gain=0.0183638 0.0625443 0.0759405 0.0844976 0.0577681 0.0260884 0.0543816 0.0456567 0.0562897 0.0301726 0.0859542 0.117038 0.114158 0.104756 0.0894265 0.0461111 0.0270719 0.0260743 0.0283223 0.045507 0.0959274 0.0375835 0.0322309 0.0858117 0.284435 0.114139 0.168843 0.11316 0.116106 0.103891
threshold=0.11846000000000001 0.11495000000000001 0.10233500000000001 -0.094304999999999986 1.0000000180025095e-35 0.11916500000000001 -0.0090299999999999981 0.11186000000000001 0.10910000000000002 -0.14780999999999997 -0.040879999999999993 -0.087184999999999985 0.11086000000000001 0.0033700000000000002 -0.072804999999999981 -0.5492149999999999 -0.085659999999999986 -0.13752999999999996 0.090100000000000013 0.11146500000000001 0.006490000000000001 0.090840000000000018 0.0033250000000000003 0.07863500000000001 0.086245000000000016 -0.111605 0.021350000000000004 0.10994000000000001 0.082005000000000008 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 9 -5 11 -11 15 -13 -15 -12 -17 -18 19 22 21 -21 23 24 25 26 -19 28 -25 -27
right_child=-2 -3 -4 4 -6 6 -8 -9 -10 10 12 13 -14 14 -16 16 17 18 -20 20 -22 -23 -24 27 -26 29 -28 -29 -30 -31
leaf_value=-0.0060590743522524193 0.0026465402020571325 -0.0046444545098548303 0.0058756058781661777 -0.0027421481907367708 0.0051307350799272011 0.00036814847300129552 -0.0063201425952138374 0.0036697811775786037 -0.0053029540029820056 0.0094698669304224582 0.0042997165769338612 -0.004769045562439022 -0.0066329174576542126 0.0082807437686080298 -0.00095839222311042247 0.0035618875264411885 0.0033100922551491992 0.00021121642738580705 -0.003421422580257058 0.0022486855704337361 0.0072935277667756267 -0.003567252001957968 0.00037435548054054382 0.0060359569551843789 -0.01305380804464221 0.0055474714828758608 -0.011531386376979452 0.0068133973749354487 -0.00017574508670187825 -0.0008205621208537356
leaf_weight=23 26 29 22 39 22 31 20 34 20 22 25 21 26 22 20 21 23 25 25 25 26 20 900 31 20 27 24 25 1026 501
leaf_count=23 26 29 22 39 22 31 20 34 20 22 25 21 26 22 20 21 23 25 25 25 26 20 900 31 20 27 24 25 1026 501
internal_value=0 -2.22327e-05 2.1487e-05 -2.08227e-05 2.51488e-05 -1.23047e-05 -0.00225471 2.64887e-05 -1.60206e-05 2.05166e-05 5.82553e-05 0.00319054 -3.78616e-05 0.000997755 0.00388116 2.46279e-05 -1.46796e-05 -4.2518e-05 -7.13441e-05 -3.97396e-05 0.0024578 -0.000336176 -0.000108497 -0.000367322 -0.00132976 -0.000923384 -0.00554026 0.000163711 6.4335e-06 -0.000494924
internal_weight=0 3095 3066 3044 3021 2999 51 2948 2914 2894 2855 85 2770 63 42 2744 2719 2698 2675 2650 71 45 2579 1679 597 577 49 1082 1057 528
internal_count=3121 3095 3066 3044 3021 2999 51 2948 2914 2894 2855 85 2770 63 42 2744 2719 2698 2675 2650 71 45 2579 1679 597 577 49 1082 1057 528
is_linear=0
shrinkage=0.1


Tree=671
num_leaves=31
num_cat=0
split_feature=402 1211 403 13 403 403 1209 1212 16 43 1213 42 1213 1203 13 1211 0 0 42 4 16 42 475 4 484 12 42 0 12 15
split_gain=0.021809 0.021162 0.0230044 0.070385 0.0583296 0.039194 0.0271506 0.0312284 0.120863 0.0573432 0.0267657 0.0763529 0.0471478 0.0291447 0.0285734 0.0621257 0.0513729 0.0614559 0.0581062 0.168073 0.239248 0.143463 0.105166 0.0644549 0.12964 0.19039 0.128195 0.0931272 0.0710239 0.0624965
threshold=0.27918000000000004 -0.43000499999999992 0.4024950000000001 -0.087404999999999997 0.23383500000000004 0.11224000000000002 -0.085894999999999985 -0.063924999999999996 -0.088704999999999992 0.0034250000000000005 -0.088419999999999985 0.083235000000000017 -0.086554999999999979 0.10749000000000002 -0.066634999999999986 0.11671000000000002 0.11070500000000001 0.041630000000000007 0.083715000000000026 -0.073104999999999989 -0.072359999999999994 0.083865000000000009 -0.08466499999999999 -0.070499999999999993 -0.081614999999999979 0.085055000000000006 0.089905000000000013 -0.082619999999999985 0.095175000000000023 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 8 -8 -10 11 -9 -12 14 16 -16 17 18 19 20 -14 -20 -21 24 -23 -26 -27 -28 -29 -24
right_child=-2 2 3 -5 -6 -7 7 10 9 -11 12 -13 13 -15 15 -17 -18 -19 21 22 -22 23 29 -25 25 26 27 28 -30 -31
leaf_value=-0.0028669536213363662 0.0026832448178902273 -0.0026503460786606852 -0.0024855403610589831 0.0046939149809380378 -0.0040410778870055867 0.0034893241165264047 0.0079034206884292264 0.0054451741110824519 0.0029245484835916649 -0.0032895445125177506 -0.0047093880182894118 -0.0013604862821760917 -0.014801796809770168 0.0034832676270288294 -0.00031942992454095663 -0.005932140238583088 -0.0047747694072313614 0.005832558723632246 0.0089666879735887054 -0.0068512692779768266 0.00066583792679011824 -0.0035155302495695653 -0.0038514737375080588 1.1234390858659599e-05 0.0095595632289611817 -0.0037368294556758236 0.0084381592424156576 -0.0016686458073844038 0.0056233340599150822 0.001534134681470534
leaf_weight=26 30 39 22 36 36 32 24 32 27 33 22 34 20 23 1413 20 20 20 20 20 20 34 25 783 37 35 26 34 22 156
leaf_count=26 30 39 22 36 36 32 24 32 27 33 22 34 20 23 1413 20 20 20 20 20 20 34 25 783 37 35 26 34 22 156
internal_value=0 -2.60425e-05 -1.94342e-06 0.00197067 -3.99919e-05 8.48979e-06 -2.94097e-05 5.83734e-06 0.00190583 -0.000493203 -5.08387e-05 0.00193923 -9.86002e-05 -6.14165e-05 -9.15561e-05 -0.000397765 0.00025341 0.000333733 0.000244466 -0.00114816 -0.00706798 0.000583137 2.99143e-05 0.000410458 0.00207318 0.00330705 0.00132976 0.00349234 0.00119606 0.000790266
internal_weight=0 3091 3065 58 3007 2971 2939 2900 84 60 2816 66 2750 2728 2705 1433 1272 1252 1232 241 40 991 201 971 188 154 117 82 56 181
internal_count=3121 3091 3065 58 3007 2971 2939 2900 84 60 2816 66 2750 2728 2705 1433 1272 1252 1232 241 40 991 201 971 188 154 117 82 56 181
is_linear=0
shrinkage=0.1


Tree=672
num_leaves=31
num_cat=0
split_feature=402 402 1212 1211 1212 403 42 1446 1210 402 42 52 42 160 403 15 52 159 0 0 14 158 42 1375 151 4 131 402 12 12
split_gain=0.0176653 0.0207765 0.0347118 0.043988 0.0360375 0.0259052 0.0227765 0.0934574 0.0926587 0.109481 0.0998785 0.203059 0.0776304 0.0769299 0.0670259 0.0578229 0.112902 0.125075 0.0902611 0.195151 0.455596 0.0937469 0.137791 0.0851212 0.113974 0.0907393 0.0696591 0.0841983 0.0716461 0.213372
threshold=0.27918000000000004 0.13924000000000003 0.14135500000000004 0.11986000000000001 0.11930500000000001 -0.55157999999999985 0.087665000000000007 0.11483500000000001 -0.0061249999999999994 -0.020594999999999999 0.088295000000000012 -0.0015799999999999998 0.088670000000000013 -0.54913999999999985 -0.52800499999999995 -0.016799999999999995 0.5140450000000002 -0.085059999999999983 -0.17169499999999996 -0.14116499999999996 0.078400000000000011 0.112085 0.086665000000000006 -0.15308499999999997 -0.50825999999999982 -0.026489999999999996 0.11644500000000001 -0.16927999999999996 0.092550000000000007 0.094225000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 15 9 -8 11 -10 -12 -14 -11 23 17 -17 -19 20 -20 22 26 -7 -25 -26 27 -21 -29 -30
right_child=-2 -3 -4 -5 -6 6 8 -9 10 14 12 -13 13 -15 -16 16 -18 18 19 21 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.0025809497118760381 0.0024149205597738428 -0.0028383551819178348 0.004152869907557033 -0.003902891064705006 0.0038699859275463191 0.0050401680553570777 0.0094364556308088755 -0.0066554983982562337 -0.0019666510825378024 -0.0032002665963955222 -0.0050461707460213341 0.0098742611694615338 0.0051103435264065354 -0.00014077152819921132 0.004986666995100677 0.005018141667242162 -0.008050597788533195 0.004305166676307896 -0.018517775088548662 0.0058855804339559246 0.0019182052589409677 0.0054856632463634019 -0.0056200383761380287 -0.0071962636299031145 0.0037180197648190015 0.0001263027880526159 -0.0046532386687357687 -0.00088109202733493595 0.010396043380340258 2.3583809282475463e-05
leaf_weight=39 30 26 20 29 24 39 24 22 28 20 31 30 29 735 20 40 20 35 20 22 24 25 54 20 77 813 37 621 23 144
leaf_count=39 30 26 20 29 24 39 24 22 28 20 31 30 29 735 20 40 20 35 20 22 24 25 54 20 77 813 37 621 23 144
internal_value=0 -2.34382e-05 4.40347e-07 -2.68334e-05 1.04364e-05 -2.05226e-05 1.32927e-05 -0.000173091 0.000427117 0.00409692 0.000151774 0.00415796 -0.000140501 5.85509e-05 0.0008932 -0.00010228 -0.000608079 -0.000465639 -0.000683899 -0.000863917 -0.00737088 -0.000554731 -0.000722333 0.000465346 0.000269282 0.000437047 -0.000410083 -0.00021626 -0.000386616 0.00145213
internal_weight=0 3091 3065 3045 3016 2992 2953 2036 917 64 853 58 795 764 40 2014 1065 1045 1005 970 44 926 901 949 910 890 847 810 788 167
internal_count=3121 3091 3065 3045 3016 2992 2953 2036 917 64 853 58 795 764 40 2014 1065 1045 1005 970 44 926 901 949 910 890 847 810 788 167
is_linear=0
shrinkage=0.1


Tree=673
num_leaves=31
num_cat=0
split_feature=151 457 457 1373 1373 1375 13 13 12 13 16 47 147 3 16 1452 1365 48 48 447 0 16 1 49 1 1 39 9 10 124
split_gain=0.0172066 0.0236506 0.022177 0.0461396 0.125455 0.0362078 0.046781 0.08805 0.06151 0.0537173 0.163461 0.0539728 0.0481347 0.0904404 0.150201 0.0527753 0.0468465 0.0372321 0.0563885 0.055576 0.0603397 0.0461361 0.0622502 0.0411695 0.0505681 0.0740428 0.0624766 0.0543449 0.0938541 0.0529569
threshold=0.29373000000000005 -0.14032499999999998 -0.09139499999999999 0.086880000000000013 1.0000000180025095e-35 -0.4078199999999999 -0.40078499999999995 -0.43167499999999998 0.095110000000000014 -0.17933499999999997 -0.23935499999999996 0.13975500000000002 0.10271500000000001 0.11924500000000002 -0.11118499999999999 0.11727000000000001 0.085415000000000005 -0.035774999999999994 -0.079469999999999985 0.088125000000000023 -0.091354999999999978 -0.54165499999999989 0.082005000000000008 -0.24167999999999998 0.14754500000000001 0.13707500000000003 0.10940500000000002 0.088235000000000022 1.0000000180025095e-35 0.08919500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -7 10 -8 12 13 15 -15 16 17 18 19 20 -11 22 -19 -23 25 26 27 29 -29 -25
right_child=-2 2 3 -5 -6 6 9 -9 -10 11 -12 -13 -14 14 -16 -17 -18 21 -20 -21 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0024360754396184348 0.0027250708849232584 0.0025510774477665752 -0.0036115749938679595 -0.0036802286830018554 0.0073815201044730525 0.0018004461814028522 0.0021289320992461096 0.0069578865991422427 -0.0044410553178749982 0.0016977502149529756 -0.0099519423996320081 0.0044233247034113719 0.0039828900273905362 0.002116012116047469 -0.0086879236173004869 0.0046366588977737903 0.0045213206381297579 -0.00061136145144701003 -0.0064586594213985596 0.0027666669880874969 -0.0052244459176162151 -0.0043010509643784684 0.0072785198036581277 2.8922924731177329e-05 0.004722322197631002 -0.0046598581198070733 0.004507925709088644 -0.0086073611816391352 0.00085773049769076448 -0.0046929449619104472
leaf_weight=40 23 34 28 34 23 75 24 27 20 20 21 27 29 22 31 24 22 20 22 29 34 23 20 2296 22 35 30 20 22 24
leaf_count=40 23 34 28 34 23 75 24 27 20 20 21 27 29 22 31 24 22 20 22 29 34 23 20 2296 22 35 30 20 22 24
internal_value=0 -2.02313e-05 1.1369e-05 -1.71859e-05 2.44674e-05 -3.2564e-05 1.5334e-06 0.00191865 0.000486446 -8.1494e-05 -0.00350881 -2.58558e-05 -6.96182e-05 -0.000112889 -0.00420327 -3.14804e-05 -7.39342e-05 -0.000112565 -0.00195746 -0.000764371 -0.00266067 -3.5449e-05 0.00333358 -8.99641e-05 -5.04153e-05 -9.36786e-05 -2.68658e-05 -8.44627e-05 -0.00364946 -1.9924e-05
internal_weight=0 3098 3058 3024 2990 2967 2939 122 95 2817 45 2772 2745 2716 53 2663 2639 2617 105 83 54 2512 40 2472 2449 2427 2392 2362 42 2320
internal_count=3121 3098 3058 3024 2990 2967 2939 122 95 2817 45 2772 2745 2716 53 2663 2639 2617 105 83 54 2512 40 2472 2449 2427 2392 2362 42 2320
is_linear=0
shrinkage=0.1


Tree=674
num_leaves=31
num_cat=0
split_feature=473 16 155 155 155 155 14 0 3 4 482 4 42 9 12 13 40 150 0 12 13 1 0 0 13 12 16 52 3 133
split_gain=0.0175593 0.0293426 0.0261282 0.0266839 0.02754 0.0469549 0.0237569 0.0857039 0.0344524 0.0267044 0.0889338 0.0815007 0.068306 0.0380216 0.036779 0.0384797 0.0862526 0.0748989 0.0851476 0.0981131 0.0964728 0.106282 0.252854 0.0930736 0.0869801 0.0694098 0.0904691 0.0810255 0.0736452 0.051501
threshold=-0.072684999999999986 0.64105000000000001 0.14721000000000004 0.13131500000000004 0.11245500000000001 0.10727000000000002 -0.36617499999999997 -0.0058249999999999994 -0.017889999999999996 0.62736500000000006 0.085675000000000015 0.50996500000000011 0.087405000000000024 0.097950000000000023 0.22926500000000002 0.0036400000000000004 0.088160000000000016 0.091355000000000006 -0.097024999999999986 0.09334000000000002 0.095710000000000017 0.078340000000000007 -0.077639999999999987 -0.13843999999999998 0.24394000000000002 0.09857500000000001 0.19444000000000003 0.087555000000000008 -0.098469999999999988 0.032270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 11 -11 13 -13 14 15 16 -8 18 23 20 21 22 -20 -17 -22 28 27 29 -21 -27
right_child=1 -3 -4 -5 -6 -7 9 -9 -10 10 -12 12 -14 -15 -16 17 -18 -19 19 25 24 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0025879147834180355 -0.0035698701278306546 -0.0027834285663342791 0.0035277741706176177 -0.0029793410637648779 0.0027292806101409167 -0.0048449017858365551 5.2347183566340871e-05 0.0073824637592770168 0.0015816002580765133 -0.0070918967428786513 0.0013396655867711224 0.0086255209846422074 0.00036077551543712617 -0.0039353442769497638 0.0040545090016993607 -0.0005328979024745743 0.0062071212719235084 -0.0060084487665099679 -0.0027900508479337749 -0.00015364088827655431 0.0039825242815603474 -0.00049935713177546865 -0.016462905926718601 0.0074151900802882243 -0.0033319310536859812 -0.0082397815682925292 0.0042013233174539857 9.4007323787081995e-05 0.008325258030599799 -0.0015222887187043117
leaf_weight=26 20 38 21 30 37 20 2269 20 37 22 29 20 20 25 22 34 23 27 38 21 29 32 21 26 37 25 31 80 20 21
leaf_count=26 20 38 21 30 37 20 2269 20 37 22 29 20 20 25 22 34 23 27 38 21 29 32 21 26 37 25 31 80 20 21
internal_value=0 -2.17402e-05 1.2589e-05 -1.17256e-05 1.78914e-05 -1.58983e-05 1.68518e-05 0.00175027 -0.000225933 -2.96222e-05 -0.00229748 1.13777e-05 0.00449315 -5.3085e-05 -1.78686e-05 -5.06383e-05 0.00011411 -0.000904943 -0.000572907 -0.00116178 -0.00302873 -0.00513981 -0.00765666 0.00291127 -0.000118004 0.000318574 -0.000638223 -0.0018289 0.00398241 -0.0051731
internal_weight=0 3095 3057 3036 3006 2969 2949 77 57 2872 51 2821 40 2781 2756 2734 2292 442 415 355 157 91 59 60 66 198 157 126 41 46
internal_count=3121 3095 3057 3036 3006 2969 2949 77 57 2872 51 2821 40 2781 2756 2734 2292 442 415 355 157 91 59 60 66 198 157 126 41 46
is_linear=0
shrinkage=0.1


Tree=675
num_leaves=31
num_cat=0
split_feature=454 150 2 457 46 447 147 12 148 123 11 151 457 456 456 4 456 1375 2 39 39 124 39 39 39 39 3 0 16 40
split_gain=0.0188583 0.0189086 0.0631968 0.0530208 0.0313657 0.0332465 0.0342075 0.029841 0.0292468 0.0280273 0.0480326 0.0322004 0.0371926 0.0280025 0.0673419 0.0642376 0.0423527 0.0538895 0.0824817 0.0292872 0.0401806 0.0354672 0.0449354 0.0608726 0.0470963 0.0665777 0.0427389 0.0413421 0.125481 0.03256
threshold=0.093465000000000006 -0.088479999999999989 0.086590000000000014 -1.0000000180025095e-35 -0.043074999999999995 0.094580000000000011 0.097430000000000003 0.083875000000000019 -0.098399999999999974 -1.0000000180025095e-35 -0.014494999999999999 0.26665000000000005 -0.14941999999999997 0.091580000000000009 0.089955000000000021 -0.010655 0.088200000000000014 0.083975000000000008 0.087955000000000019 0.12081000000000001 0.11305000000000003 0.10281000000000001 0.10713500000000002 0.10076500000000001 0.090455000000000021 0.08845500000000002 -0.014944999999999998 0.14486500000000005 0.083160000000000026 -0.086349999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -3 6 8 -4 -6 -10 -11 12 -12 14 16 -15 17 19 -19 20 21 22 23 24 25 27 -26 29 -29 -14
right_child=-2 4 3 -5 5 -7 -8 -9 9 10 11 -13 13 15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0031235584184866063 -0.003060838393867016 0.0039252923894673589 -0.0018292062147520485 0.0069277310096051391 -0.0038610467020771463 -0.0036795413496438418 0.0035257020249479902 0.0036334850262937837 0.0030694067767211078 -0.0047097111734646291 0.0041058982720476875 -0.0038303724871101702 0.0038788039037691694 0.0064131777733564379 -0.005849316692911089 -0.00041034269096279475 0.0042476090192592342 0.00060935280264609246 -0.0082637813198380185 0.0030011581882718021 -0.0045075912971515213 -0.0037570067271590238 0.0044281006299728611 -0.0055071298358961946 0.0057625121195559147 -0.0052744621216940383 0.00023379182956855872 0.0090215019346214839 -0.0010756914340959156 -7.5909104090821989e-05
leaf_weight=22 20 20 20 23 20 25 27 20 29 22 22 22 21 22 20 37 23 22 20 32 20 25 23 20 27 24 29 20 32 2412
leaf_count=22 20 20 20 23 20 25 27 20 29 22 22 22 21 22 20 37 23 22 20 32 20 25 23 20 27 24 29 20 32 2412
internal_value=0 1.9741e-05 0.00149065 0.00310196 -2.17137e-05 -4.80622e-05 -1.75044e-05 0.000902139 -4.99999e-05 -2.39325e-05 -5.49193e-05 -1.92753e-05 1.01334e-05 -2.17177e-05 -6.76342e-05 0.00213402 -2.55856e-05 -6.16265e-05 -0.00361595 -6.02811e-06 -4.23002e-05 -8.38235e-06 2.75516e-05 -1.16023e-05 3.12478e-05 -3.27689e-05 0.00289942 1.78551e-05 0.00280784 -4.17747e-05
internal_weight=0 3101 85 63 3016 2996 2971 40 2944 2924 2895 2873 2851 2829 2770 59 2750 2727 42 2685 2653 2633 2608 2585 2565 2509 56 2485 52 2433
internal_count=3121 3101 85 63 3016 2996 2971 40 2944 2924 2895 2873 2851 2829 2770 59 2750 2727 42 2685 2653 2633 2608 2585 2565 2509 56 2485 52 2433
is_linear=0
shrinkage=0.1


Tree=676
num_leaves=31
num_cat=0
split_feature=151 457 454 1373 42 1374 1374 448 48 1 48 447 150 149 151 149 1446 47 46 1455 104 11 0 0 0 475 132 13 13 1
split_gain=0.0182398 0.0217742 0.0196441 0.0296751 0.12915 0.02864 0.0510039 0.0238674 0.0329015 0.0453587 0.0279256 0.06991 0.0526481 0.0486004 0.0415121 0.0330029 0.0347697 0.0631012 0.0300199 0.0468827 0.0296079 0.0428138 0.0343619 0.141102 0.0958678 0.0490775 0.0482382 0.0587277 0.0946655 0.0731874
threshold=0.29373000000000005 -0.14032499999999998 0.091435000000000016 1.0000000180025095e-35 0.083995000000000014 -0.41674499999999998 -0.064634999999999984 -0.086659999999999987 -0.086869999999999989 0.089770000000000016 -0.032929999999999994 0.087750000000000009 0.12187000000000002 0.097720000000000015 -0.08317999999999999 0.079625000000000015 0.11483500000000001 0.078345000000000012 0.096120000000000011 0.11867500000000002 0.083745000000000014 -0.011194999999999998 -0.0058249999999999994 0.024095000000000002 -0.019414999999999998 -0.24431999999999998 0.078465000000000021 -0.092094999999999982 -0.029529999999999997 0.11146500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7 -8 9 -9 11 -10 13 15 -13 16 18 -18 19 20 21 -12 24 -24 -23 -25 27 -27 -29 -30
right_child=-2 2 -4 4 -6 6 7 8 10 -11 12 14 -14 -15 -16 -17 17 -19 -20 -21 -22 22 23 25 -26 26 -28 28 29 -31
leaf_value=-0.0023388584456006355 0.0028056945631523499 -0.0036918394799743386 -0.0030384719815282598 0.0074500005477322988 -0.0022560703214900249 0.0048112270390530208 -0.0026558220136554587 -0.00051012867596000433 -0.0069816349446773542 0.0062247551744803791 -0.0046060886664781716 0.0023647816313314253 0.0042634502824010516 -0.0045001065436129769 -0.0025853385599071371 0.0037916864997342876 0.00090939377815547331 -0.0067541915502044416 0.0031786285855681246 -0.0047087277718154451 0.003531354145767788 -2.3780275691206124e-05 0.0078248727700806087 -0.0036092828481092253 -0.0066569369503254585 0.005808535986579955 -0.0025011835529261993 -0.0054863677071850933 0.0027371116542066636 -0.003830103632062674
leaf_weight=40 23 21 21 26 29 22 34 20 20 20 20 32 29 24 36 23 22 21 30 21 24 2269 28 28 22 27 36 21 112 20
leaf_count=40 23 21 21 26 29 22 34 20 20 20 20 32 29 24 36 23 22 21 30 21 24 2269 28 28 22 27 36 21 112 20
internal_value=0 -2.08299e-05 9.49097e-06 3.05668e-05 0.00233225 -1.18855e-05 1.42134e-05 -2.16948e-05 9.13491e-06 0.00285731 -3.06302e-05 -0.00178445 2.49464e-05 -1.9783e-05 -0.00025587 1.96912e-05 -1.24287e-05 -0.00283329 3.32059e-05 -2.70073e-06 3.52074e-05 2.7229e-06 3.86871e-05 0.00110134 -8.74771e-05 0.00032979 0.00084041 0.00150873 0.000749939 0.00174208
internal_weight=0 3098 3058 3037 55 2982 2961 2939 2905 40 2865 88 2777 2748 68 2724 2701 43 2658 2628 2607 2583 2563 272 2291 244 216 180 153 132
internal_count=3121 3098 3058 3037 55 2982 2961 2939 2905 40 2865 88 2777 2748 68 2724 2701 43 2658 2628 2607 2583 2563 272 2291 244 216 180 153 132
is_linear=0
shrinkage=0.1


Tree=677
num_leaves=31
num_cat=0
split_feature=12 120 376 123 31 33 9 0 3 2 1 0 1 40 39 1 47 43 48 1 11 11 156 155 47 11 399 16 474 1
split_gain=0.0178351 0.0374716 0.0231058 0.0438458 0.0383912 0.0256598 0.0286357 0.06819 0.0803619 0.0382136 0.0677225 0.038566 0.0829646 0.0427361 0.0405957 0.039703 0.0490939 0.0360984 0.0310531 0.0290325 0.0264852 0.0509148 0.0445761 0.0422431 0.0410658 0.0448494 0.0507956 0.0531533 0.0675365 0.0492224
threshold=0.23631000000000002 0.088020000000000015 -0.18919999999999998 -0.043329999999999994 -0.086279999999999982 -0.012019999999999998 0.082870000000000013 -0.086554999999999979 -0.13309499999999996 -0.0091949999999999983 0.11212500000000002 0.18019500000000002 0.15964000000000003 1.0000000180025095e-35 0.11365500000000002 0.14516000000000004 0.12431000000000002 -0.065269999999999981 0.13438000000000003 0.12456000000000002 0.094350000000000003 0.10177000000000001 0.15608500000000003 0.12509500000000004 0.11774000000000001 0.086080000000000018 -0.087854999999999989 0.51222500000000004 -0.094124999999999986 0.10022000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 9 -8 -9 10 -7 12 13 14 15 16 18 -18 20 -19 22 -22 23 24 25 26 -11 28 -28 -29
right_child=-2 -3 3 4 5 6 7 8 -10 11 -12 -13 -14 -15 -16 -17 17 19 -20 -21 21 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0031438483492187831 -0.0027743908536175025 0.0035376402223482729 -0.0045912119903646059 0.004360743404831737 -0.0033624097315149144 -0.0066474548230568576 0.0063102681713644417 0.0041003938595002348 -0.0042669388149079168 0.0037267964969740007 0.00053379031315702811 -0.0042777865016389461 0.0062856093381664577 0.0033529301337595729 -0.0040010852058633018 -0.0042621936141089964 -0.00061016914815726611 0.0018964457548344912 -0.0037222153588157636 0.0070391869798879184 0.0057111161386432206 -0.00063874653985424501 -0.0041960427850986333 0.0034158321746092825 -0.0045956084766658025 -0.0040999312169366971 -0.004499572008582098 0.00085022115495567228 -7.4077623422641556e-05 0.0064226979460648218
leaf_weight=23 23 30 21 20 23 24 24 22 24 36 29 21 21 37 26 22 22 23 23 21 23 28 26 35 20 27 35 51 2338 23
leaf_count=23 23 30 21 20 23 24 24 22 24 36 29 21 21 37 26 22 22 23 23 21 23 28 26 35 20 27 35 51 2338 23
internal_value=0 2.05975e-05 -1.37934e-05 -3.76442e-05 -6.02225e-06 -3.50953e-05 -9.42326e-06 0.00198927 -0.000265171 -5.74852e-05 -0.00271809 -8.14566e-06 2.3459e-05 -2.32403e-05 -6.81911e-05 -3.10479e-05 3.03679e-06 0.00269723 -6.36863e-05 0.00435094 -3.18369e-05 0.00222492 -7.62577e-05 -3.44977e-05 -8.22296e-05 -4.62664e-05 -2.18707e-06 -5.70475e-05 -0.00013935 0.00258221
internal_weight=0 3098 3068 3045 3024 3004 2981 70 46 2911 53 2858 2837 2816 2779 2753 2731 66 2665 44 2642 51 2591 2565 2530 2510 2483 2447 2373 74
internal_count=3121 3098 3068 3045 3024 3004 2981 70 46 2911 53 2858 2837 2816 2779 2753 2731 66 2665 44 2642 51 2591 2565 2530 2510 2483 2447 2373 74
is_linear=0
shrinkage=0.1


Tree=678
num_leaves=31
num_cat=0
split_feature=482 484 484 1 46 470 1455 480 156 49 49 157 1374 157 0 52 49 49 13 2 38 131 151 51 13 11 3 13 3 150
split_gain=0.0174572 0.0342622 0.0289863 0.0235107 0.0200805 0.0428216 0.029517 0.0305702 0.029804 0.0295535 0.117565 0.0960737 0.103935 0.0665297 0.0944445 0.0862607 0.216874 0.124396 0.0579122 0.0863367 0.0573969 0.0487735 0.0459275 0.0427241 0.0374653 0.0371047 0.0451381 0.167934 0.0713272 0.0706086
threshold=0.11816500000000001 0.29764000000000007 0.12955000000000003 0.088975000000000012 0.096120000000000011 0.079700000000000007 0.11364500000000001 0.12106000000000001 -0.090889999999999985 0.09517500000000001 0.097685000000000008 -0.087424999999999989 0.085030000000000008 0.00087500000000000013 -0.080499999999999988 0.0031350000000000002 0.10463500000000002 0.10671500000000002 -0.015039999999999998 0.11728500000000001 0.10657000000000001 -0.13752999999999996 -0.5225749999999999 -0.040379999999999992 -0.073839999999999975 -0.014494999999999999 0.12178000000000001 -0.17933499999999997 0.10893000000000001 0.11235000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 6 7 8 -1 20 -11 -12 13 15 -15 17 -17 -13 22 -20 21 -10 -19 -24 -18 -23 27 -27 -29 -28
right_child=3 -3 -4 -5 -6 -7 -8 -9 9 10 11 12 -14 14 -16 16 24 18 19 -21 -22 25 23 -25 -26 26 29 28 -30 -31
leaf_value=0.0026911168987862766 0.0045000511500984429 -0.0038721283897757532 0.0029496725272772232 -0.00034873373922891918 0.0024615562942244653 -0.0046685176971368496 -0.0028326312142952876 0.0035639279337677486 0.0040922793519586843 -0.0071459347469499338 -0.0070715824118815357 -0.0086144059269119885 0.0070494755078107131 -0.0011094541919495291 0.0081950695451814687 0.010268379210139671 0.0011176325383573948 0.00099359265824949198 0.0062013575923629107 -0.002237865659925673 0.0052646392158099582 -0.0043224759204895232 -0.0012820411192175623 -0.006942701147248348 -0.0046118330843746662 -0.008801513223443181 0.00078335771040154959 4.6298115792696852e-05 -0.0045027787358100924 0.0069196869100613349
leaf_weight=40 20 23 33 20 32 20 37 24 29 28 20 27 20 24 20 21 21 22 22 27 21 20 24 30 25 22 127 2265 35 22
leaf_count=40 20 23 33 20 32 20 37 24 29 28 20 27 20 24 20 21 21 22 22 27 21 20 24 30 25 22 127 2265 35 22
internal_value=0 -2.69479e-05 1.97273e-06 0.00207566 -3.0184e-05 -5.68247e-05 -2.58009e-05 9.5713e-06 -1.97229e-05 -5.74783e-05 -0.000946271 -0.000373365 0.000100007 -0.00042847 0.00311987 -0.00114138 0.00184792 -0.00245903 -0.00112947 0.00155117 5.82992e-05 1.4913e-05 -0.00285778 -0.00442685 -0.00199621 -3.25553e-05 2.16683e-06 -0.0001061 -2.2927e-05 0.00168939
internal_weight=0 3081 3058 40 3025 2993 2973 2936 2912 2872 331 303 283 263 44 219 67 152 125 49 2541 2520 76 54 46 2491 2471 2322 2300 149
internal_count=3121 3081 3058 40 3025 2993 2973 2936 2912 2872 331 303 283 263 44 219 67 152 125 49 2541 2520 76 54 46 2491 2471 2322 2300 149
is_linear=0
shrinkage=0.1


Tree=679
num_leaves=31
num_cat=0
split_feature=132 132 482 484 484 42 1456 158 159 0 47 44 153 50 50 50 456 0 402 133 50 13 13 51 159 1 16 2 1212 2
split_gain=0.0165909 0.0281526 0.0227116 0.0275904 0.025167 0.070671 0.0363288 0.024928 0.123658 0.0385832 0.030781 0.0416426 0.0337567 0.0293584 0.127243 0.100705 0.0963704 0.0538236 0.0469544 0.0560072 0.0571667 0.071705 0.066566 0.059744 0.0507945 0.0631961 0.0506812 0.043343 0.0429491 0.0849332
threshold=-0.43443999999999999 -0.26631499999999991 0.11816500000000001 0.29764000000000007 0.12364500000000002 0.085505000000000012 -0.16480999999999998 -0.46278499999999995 -0.45788499999999993 -0.077639999999999987 0.14174500000000004 0.094585000000000016 0.086100000000000024 0.089465000000000017 0.088535000000000016 0.090295000000000014 0.089235000000000023 -0.11242999999999999 -0.46140499999999995 0.26753000000000005 0.10672000000000002 -0.01163 0.0049450000000000006 0.095050000000000009 -0.092104999999999979 0.089475000000000013 -0.074929999999999983 0.091185000000000002 0.11796000000000001 0.093680000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 9 -9 -8 11 12 13 14 28 -15 17 -17 -19 20 23 24 -23 -20 -22 27 -21 -26 -10 -30
right_child=1 2 -4 -5 5 -7 7 8 10 -11 -12 -13 -14 15 -16 16 -18 18 19 26 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0020496111106461825 0.0030743543431162833 -0.0038413549140095711 0.0024254418253947638 -0.0034849154823662146 -0.0017982692214781823 0.005811439549926526 0.0054290739597663996 -0.0076935118374725185 -9.4842100715252745e-05 -0.00070807171054184433 -0.003557872143574059 0.0039469982825081655 -0.0039008413526144901 0.0075570257391691922 -0.0078532055707737098 0.0058589685847982766 -0.0063131276785861699 0.0052308228213223638 0.0013660268075155885 -0.0068268038169480866 -0.0036647739492102782 -0.0082908113312441852 -0.00013201066292822361 0.0073035623133182528 -0.001925514748477009 0.0056674784342508897 0.00029227172723039985 0.0031865037623329383 0.007679485511921701 -0.00094708317052572964
leaf_weight=39 30 25 38 23 23 26 21 21 2303 20 24 27 22 21 21 20 20 20 111 20 22 20 20 20 43 28 20 27 21 25
leaf_count=39 30 25 38 23 23 26 21 21 2303 20 24 27 22 21 21 20 20 20 111 20 22 20 20 20 43 28 20 27 21 25
internal_value=0 2.5936e-05 -4.02876e-06 -3.46591e-05 -8.12756e-06 0.00223954 -4.55631e-05 -1.30315e-05 -4.79353e-05 0.00243534 8.30184e-06 3.85343e-05 8.99331e-07 3.17542e-05 -0.000103691 0.00081089 0.000448566 0.000813078 0.000525562 0.000241257 0.000723528 -0.00054471 -0.00421141 0.00227252 0.000677524 0.00165233 -0.00326727 4.62638e-05 -3.44101e-05 0.00299113
internal_weight=0 3082 3052 3014 2991 49 2942 2917 2876 41 2855 2831 2804 2782 2370 412 391 371 351 331 291 160 40 131 120 98 40 70 2349 46
internal_count=3121 3082 3052 3014 2991 49 2942 2917 2876 41 2855 2831 2804 2782 2370 412 391 371 351 331 291 160 40 131 120 98 40 70 2349 46
is_linear=0
shrinkage=0.1


Tree=680
num_leaves=31
num_cat=0
split_feature=471 1429 475 2 0 0 2 483 2 1 133 49 51 4 4 15 0 2 3 3 13 2 3 49 49 475 1 1375 16 13
split_gain=0.0164492 0.0212627 0.028616 0.0264366 0.195558 0.102706 0.0790867 0.0927394 0.0661177 0.0806466 0.0987578 0.0636759 0.0855934 0.067707 0.0574086 0.0806092 0.0752085 0.052203 0.0520791 0.0832328 0.0659626 0.0430274 0.0521689 0.126172 0.169602 0.183804 0.168076 0.100265 0.0850102 0.0574341
threshold=0.10693500000000002 -0.23587499999999997 0.093020000000000005 0.11362000000000001 0.11070500000000001 0.18019500000000002 0.11448000000000001 0.10143000000000001 0.10912000000000001 0.10325000000000002 0.089200000000000015 0.10969000000000002 -0.22411499999999998 0.53859500000000016 0.41379000000000005 -0.40580499999999992 -0.14051499999999997 0.10803500000000001 -0.042499999999999989 0.11924500000000002 -0.053889999999999993 0.10699500000000002 0.092670000000000016 -0.072814999999999977 -0.020744999999999996 -0.010194999999999997 0.083835000000000007 -0.24191999999999997 -0.095564999999999983 -0.16152999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 8 -5 11 17 10 -10 12 -8 14 16 -16 -14 21 20 -20 -13 22 27 -24 -25 -26 -27 -3 -28 -29
right_child=-2 2 -4 4 -6 -7 7 -9 9 -11 -12 18 13 -15 15 -17 -18 -19 19 -21 -22 -23 23 24 25 26 28 29 -30 -31
leaf_value=-0.0029838373321884621 0.0027893059532202429 0.0069274541434077991 0.003245454435064285 -0.0059933504980543388 -0.010137958161621578 0.005825517482815251 0.0065959748453818835 -0.0055524054648620749 -0.0022162026661034259 0.0064160726685076955 0.0058388783272517765 -0.00041739587672054765 0.0062419236113782977 0.0045396013773585618 -7.2933540325591047e-05 -0.006902147743850947 0.00020138344748188067 -0.0044436180356165608 0.0046851167424999101 -0.0027996712972451817 -0.0084418631247466513 0.0037415437661790446 0.005467260160949082 -0.01027497430690206 -0.008235848175913647 -0.0063515884056687365 0.00097300201576823995 -0.0053496393939713024 0.009156992739405144 3.3705114149487981e-05
leaf_weight=24 21 21 27 23 21 31 26 28 45 35 23 20 24 38 56 25 146 27 24 39 21 30 20 26 27 20 30 20 22 2181
leaf_count=24 21 21 27 23 21 31 26 28 45 35 23 20 24 38 56 25 146 27 24 39 21 30 20 26 27 20 30 20 22 2181
internal_value=0 -1.88953e-05 4.23819e-06 -2.44639e-05 -0.000696563 0.000104543 -0.000274714 1.95338e-05 3.43613e-05 0.0025158 0.00050831 0.000391883 0.00110022 0.000605796 1.02398e-05 -0.00218072 0.00105417 -7.10795e-05 -0.00175357 5.16765e-05 -0.00452749 -2.18269e-05 -6.95248e-05 -0.00190731 -0.00308724 -0.00119955 0.00143906 5.04026e-05 0.00443546 -1.52121e-05
internal_weight=0 3100 3076 3049 491 2558 470 447 2527 103 68 419 315 289 251 81 170 2424 104 63 41 2397 2367 145 125 99 72 2222 52 2201
internal_count=3121 3100 3076 3049 491 2558 470 447 2527 103 68 419 315 289 251 81 170 2424 104 63 41 2397 2367 145 125 99 72 2222 52 2201
is_linear=0
shrinkage=0.1


Tree=681
num_leaves=31
num_cat=0
split_feature=473 16 11 11 475 11 155 474 156 474 1429 474 49 1 4 148 1456 1 123 15 4 16 3 2 0 4 13 1446 482 124
split_gain=0.0170967 0.0273969 0.021734 0.0386008 0.0274232 0.0454155 0.0679036 0.0539331 0.0306962 0.03401 0.0517237 0.0878802 0.113115 0.0250914 0.076397 0.0696535 0.0740453 0.0927083 0.157259 0.181538 0.139382 0.137849 0.0664646 0.307584 0.206854 0.132349 0.0879093 0.067682 0.0630928 0.0624581
threshold=-0.072684999999999986 0.64105000000000001 0.10553000000000001 0.097680000000000017 -0.49729499999999999 0.091795000000000015 0.11814000000000001 -1.0000000180025095e-35 0.11715000000000002 -0.094124999999999986 -1.0000000180025095e-35 0.090440000000000006 0.086395000000000013 0.096325000000000008 0.27287000000000006 0.069020000000000012 -0.033364999999999992 0.10638500000000002 0.080750000000000016 -0.083359999999999976 0.056795000000000005 -1.0000000180025095e-35 0.092670000000000016 0.08919500000000001 -0.23001499999999997 -0.072334999999999997 -0.15714499999999998 0.11581000000000001 0.11816500000000001 -0.087144999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 9 -6 11 12 -11 14 22 16 -15 18 19 20 -18 -21 24 -24 -12 -25 -26 28 -28 -19
right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 13 -13 -14 15 -16 -17 17 29 -20 21 -22 -23 23 25 26 -27 27 -29 -30 -31
leaf_value=0.0025536006285200039 0.0034554167002763441 -0.0026900093114052559 0.0028363498775568724 -0.0043921490572392937 -0.0040439503539043166 0.0036230893113979087 -0.00046140803467659727 -0.0076283385134523823 0.0026887893998285848 0.008663416370719431 0.0097887483150274918 -0.0029026135824443328 -0.00059232741528514614 0.0034056973150291014 0.0062497504835482692 0.0052208537960541437 -0.016021074245994291 0.0040821987514694539 0.0014400223286037206 0.0023888293986341785 -0.0050675000753611903 -0.0073335634805262095 -0.013470234312117101 0.0070073820142583414 -0.0058540496381465348 -0.0033572859804345562 -2.4806668332440886e-05 0.0051817434947364609 0.0047571915875388579 -0.00063125559683685918
leaf_weight=26 23 38 27 20 21 34 21 21 42 31 22 21 23 40 20 20 21 30 51 35 26 25 20 22 25 28 1887 26 28 447
leaf_count=26 23 38 27 20 21 34 21 21 42 31 22 21 23 40 20 20 21 30 51 35 26 25 20 22 25 28 1887 26 28 447
internal_value=0 -2.14519e-05 1.17196e-05 -1.34504e-05 1.56439e-05 -1.08424e-05 -5.26825e-05 -0.00404487 4.91698e-06 -3.43729e-05 -4.80788e-06 0.0025865 0.00472116 -7.48937e-05 9.90695e-05 -0.000595031 -0.000767354 -0.00103022 -0.00312966 -0.00530773 -0.00996165 -0.00166217 3.92961e-05 -0.00298923 0.000145934 0.00120317 3.80291e-05 0.000113919 4.51129e-05 -0.000334812
internal_weight=0 3095 3057 3030 3010 2987 2953 42 2911 2869 2848 75 54 2773 2078 695 675 635 158 107 47 60 2058 70 1988 50 1966 1941 1915 477
internal_count=3121 3095 3057 3030 3010 2987 2953 42 2911 2869 2848 75 54 2773 2078 695 675 635 158 107 47 60 2058 70 1988 50 1966 1941 1915 477
is_linear=0
shrinkage=0.1


Tree=682
num_leaves=31
num_cat=0
split_feature=1185 3 130 40 12 133 9 3 403 403 0 43 1209 1210 1210 0 0 4 43 2 14 51 0 13 2 12 43 16 43 150
split_gain=0.0157832 0.0321335 0.0217734 0.0412673 0.0256694 0.0818201 0.0367351 0.0316411 0.0292618 0.124702 0.0759944 0.134124 0.0379529 0.0282593 0.0351976 0.0263917 0.120746 0.285098 0.106456 0.0819821 0.157172 0.0764032 0.0748281 0.0730061 0.0668298 0.0658271 0.0455761 0.134679 0.115979 0.139147
threshold=0.089300000000000004 -0.087909999999999988 -0.22699999999999995 -0.23755499999999996 0.12757000000000002 0.14779000000000003 0.10750500000000002 0.63141500000000017 -0.53960999999999981 -0.53101999999999994 -0.086409999999999987 -0.041049999999999996 -0.090519999999999975 0.12347000000000001 0.0028200000000000005 -0.10474999999999998 -0.14226499999999997 -0.0039549999999999993 -0.081674999999999984 0.086100000000000024 0.078320000000000015 0.10532000000000001 -0.10151999999999999 -0.019614999999999997 0.089525000000000007 -0.23059999999999997 -0.088249999999999981 -0.077074999999999991 -0.091274999999999981 0.083095000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 7 8 10 -10 -5 -12 -11 14 15 16 19 -18 -19 20 -14 24 -17 -20 -21 -24 27 -27 29 -29
right_child=1 -3 3 4 5 -7 -8 -9 9 12 11 -13 13 -15 -16 22 17 18 23 21 -22 -23 25 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0029657317660748959 -0.00064653409594346003 0.0048341402923688295 0.0040436912439763542 -0.0030668999703431675 -0.0047934794679093057 0.0029487066608410153 0.0040765991751951251 -0.0039889024896547203 -0.0069439603356071383 0.0035512143590797985 -0.0010244748837846731 0.0087634314649871412 0.0090961908343537099 -0.0031855783574948355 0.0037425556890666486 0.0050037717475788675 -0.010572962645902236 -0.0057654921302772973 -0.00061609698050133475 -0.0055094313023060018 -0.001145783415620005 0.0046979816630482677 0.005627591820389387 0.005584054808908453 -0.00025039840595918178 0.003640506838564761 -0.00022038179649482701 -0.0021785146907517964 0.0035021353727354419 0.0065757188986754053
leaf_weight=25 23 20 25 22 39 21 22 20 26 30 28 28 29 28 25 31 37 33 91 27 31 28 21 24 230 128 1749 197 63 20
leaf_count=25 23 20 25 22 39 21 22 20 26 30 28 28 29 28 25 31 37 33 91 27 31 28 21 24 230 128 1749 197 63 20
internal_value=0 0.00190262 -2.65798e-05 -2.51203e-06 -3.59186e-05 -0.00208371 5.47889e-06 -2.49232e-05 2.17164e-06 -5.01632e-05 0.00191306 0.00386948 1.33516e-05 -2.46627e-05 7.35816e-06 -2.67346e-05 -0.000660455 -0.00272167 -0.000758843 0.000444833 0.0038045 -0.000262466 0.000125312 0.000677848 -0.000802904 5.58761e-05 1.63126e-06 0.000953349 -0.000275066 -0.00137167
internal_weight=0 43 3078 3053 3028 60 2968 2946 2926 2848 78 56 2822 2792 2764 2739 530 185 148 345 60 285 2209 115 257 2178 2157 408 280 217
internal_count=3121 43 3078 3053 3028 60 2968 2946 2926 2848 78 56 2822 2792 2764 2739 530 185 148 345 60 285 2209 115 257 2178 2157 408 280 217
is_linear=0
shrinkage=0.1


Tree=683
num_leaves=31
num_cat=0
split_feature=12 121 11 9 39 132 15 132 4 4 132 2 16 400 2 16 130 49 1212 0 48 47 47 0 15 47 47 130 12 15
split_gain=0.0174692 0.0333485 0.0212953 0.0245841 0.0199161 0.0205497 0.101815 0.080676 0.0716756 0.105809 0.111608 0.0498133 0.0437062 0.0402099 0.0375212 0.136352 0.0440618 0.0928538 0.0784674 0.0757044 0.0481967 0.0525551 0.103701 0.0894121 0.0878476 0.0810888 0.0785057 0.0659556 0.129044 0.0957092
threshold=0.23631000000000002 -0.078059999999999977 -1.0000000180025095e-35 -0.092544999999999975 -0.020804999999999994 0.090050000000000005 0.093115000000000017 0.093030000000000015 -0.088784999999999989 0.08184000000000001 0.10676500000000001 0.12437500000000001 -0.077589999999999978 -0.095334999999999989 0.11928500000000002 0.41553500000000004 0.09721500000000001 0.09567500000000001 1.0000000180025095e-35 -0.073309999999999986 0.12474000000000002 0.094825000000000007 0.097970000000000015 -0.24955499999999997 -0.048699999999999993 0.11114000000000002 0.089360000000000009 0.0016050000000000003 0.089410000000000003 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 13 7 -7 -9 10 -10 -11 -12 -6 16 -16 20 18 19 -18 21 23 -23 -15 25 -24 27 -25 29 -29
right_child=-2 2 3 4 5 6 -8 8 9 11 12 -13 -14 14 15 -17 17 -19 -20 -21 -22 22 24 26 -26 -27 -28 28 -30 -31
leaf_value=0.0030896669672802091 -0.0027457882366750553 -0.0028106899341326899 0.0031331025762483481 -0.0024589102757586676 0.0038580256123428368 -0.0045939577503524946 -0.0062264027779981978 -0.0043769702770868725 0.0090957217877816968 0.00044468073448275823 -0.0011067486546270436 -0.0058448021439835435 0.004080015015642857 0.0064727768481878389 0.00028508050405833067 0.0068977513855821198 -0.0036816182189383811 -0.0059456352637006112 0.0054148545302450659 0.0032965594521639028 0.004485900457560396 -0.0078734321357763325 0.00021726142355570725 -0.00018972965897455849 0.0048899854824412618 -0.004422307107973123 0.0044507903093472124 0.0018660960122360848 0.0051036929750026367 -0.0049895633386768173
leaf_weight=35 23 27 25 33 28 33 31 23 27 34 33 20 32 22 233 36 53 39 20 22 24 23 96 1864 24 62 40 56 71 32
leaf_count=35 23 27 25 33 28 33 31 23 27 34 33 20 32 22 233 36 53 39 20 22 24 23 96 1864 24 62 40 56 71 32
internal_value=0 2.03851e-05 -1.46867e-05 1.0179e-05 -1.57503e-05 1.1323e-05 -0.000890318 -7.14136e-05 0.000811687 0.00162908 0.00369155 -0.00188476 0.00144673 8.78557e-05 4.90023e-05 0.00117005 -7.41845e-05 -0.0018372 -0.000150572 -0.00163469 2.79086e-05 -1.88127e-05 -0.00154661 0.000131402 -0.000747068 -0.00160333 6.37775e-05 -2.29652e-05 0.00193206 -0.000626871
internal_weight=0 3098 3063 3036 3011 2978 233 202 169 146 92 54 65 2745 2717 269 2448 134 95 75 2314 2290 205 2085 182 158 2063 2023 159 88
internal_count=3121 3098 3063 3036 3011 2978 233 202 169 146 92 54 65 2745 2717 269 2448 134 95 75 2314 2290 205 2085 182 158 2063 2023 159 88
is_linear=0
shrinkage=0.1


Tree=684
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1208 15 15 42 2 43 2 130 3 130 128 38 10 10 13 2 42 1 1 1 1 8 43 42 1 473 376
split_gain=0.0163506 0.0610622 0.0315665 0.139114 0.0189334 0.0656741 0.065326 0.0857118 0.070461 0.0579783 0.0465274 0.0460137 0.0437183 0.0325429 0.0483548 0.0279477 0.0780301 0.031153 0.0249436 0.0263 0.0590901 0.0738486 0.0565565 0.0741645 0.0703499 0.0479763 0.0436992 0.0743922 0.0429551 0.0325169
threshold=0.11846000000000001 0.10383000000000002 0.2506000000000001 0.092250000000000013 0.11728000000000001 0.11461000000000002 0.09796500000000001 0.096540000000000015 -0.070064999999999975 0.13754500000000003 -0.22461999999999996 -0.066704999999999987 -0.11198999999999999 0.11976500000000002 0.10914000000000001 -0.15926999999999997 -0.089679999999999982 -0.15714499999999998 0.15950500000000004 0.11275500000000001 0.14860500000000001 0.14000500000000002 0.13707500000000003 0.13408500000000004 0.084655000000000022 0.058875000000000004 0.11934000000000002 0.089625000000000024 -0.072684999999999986 0.089985000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 10 7 8 -6 -8 -1 -9 -12 14 15 17 -17 -14 19 20 21 22 23 24 28 26 27 -21 -18 -30
right_child=-2 -3 -4 -5 6 -7 9 11 -10 -11 12 -13 13 -15 -16 16 18 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0040677530341781676 0.0024972616981428406 -0.0043666258148732599 -0.0032034439966082576 0.0083688861143309621 -0.0002705032118995275 -0.0048787090993885488 0.0069252597425004531 -0.0065562278690302501 0.0071700753713957975 0.00048585033596113881 0.0036472235559344745 -0.00072960748908702626 0.005147763523696499 0.0032074816269619813 -0.0048309413937940486 -0.0058549825346309939 0.0044540668287399139 -0.00011581213355226362 0.0031386746838688848 0.0019128936276371991 -0.0051226614320925862 0.0047817891550066913 -0.0051479041931175055 0.0047723369358043952 -0.0051743144061989514 0.00076226469464018014 -0.0068543911010734027 -0.0058577762768519202 5.2671410455315885e-05 -0.0036473150306846947
leaf_weight=28 26 32 30 20 35 28 29 23 20 27 33 33 22 31 21 23 22 23 25 28 22 33 21 33 26 56 22 22 2303 24
leaf_count=28 26 32 30 20 35 28 29 23 20 27 33 33 22 31 21 23 22 23 25 28 22 33 21 33 26 56 22 22 2303 24
internal_value=0 -2.09786e-05 2.44216e-05 5.6349e-05 1.17121e-06 -5.95521e-05 0.00103601 -0.000368796 0.00243516 0.00382054 -1.16683e-05 -0.00312268 2.90379e-05 -1.42701e-05 -5.09078e-05 -1.37985e-05 -5.5606e-05 0.00245749 -5.02365e-06 -3.51126e-05 3.69185e-05 8.30236e-05 1.9187e-05 6.42488e-05 -1.16884e-06 -0.00143297 -0.00314037 -0.0015062 5.60903e-05 1.45108e-05
internal_weight=0 3095 3063 3033 3013 2846 167 111 55 56 2818 56 2790 2757 2726 2705 2660 45 2637 2612 2484 2462 2429 2408 2375 128 72 50 2349 2327
internal_count=3121 3095 3063 3033 3013 2846 167 111 55 56 2818 56 2790 2757 2726 2705 2660 45 2637 2612 2484 2462 2429 2408 2375 128 72 50 2349 2327
is_linear=0
shrinkage=0.1


Tree=685
num_leaves=31
num_cat=0
split_feature=402 1210 1211 1212 12 402 133 13 1213 4 402 12 403 42 42 42 43 15 128 0 129 3 49 130 130 402 133 43 401 42
split_gain=0.0163611 0.021829 0.0170481 0.0202073 0.0941692 0.201901 0.0840009 0.04536 0.0562064 0.0524219 0.0331708 0.0626796 0.0337343 0.0291158 0.0503082 0.0474608 0.107511 0.0643425 0.072936 0.049825 0.0993267 0.0661218 0.0430631 0.0414581 0.0602539 0.0379587 0.10794 0.0673155 0.064841 0.0456973
threshold=0.27918000000000004 -0.12043 -0.43000499999999992 -0.040879999999999993 0.08598500000000002 -1.0000000180025095e-35 0.10995500000000001 -0.087404999999999997 -0.41776999999999992 -0.064804999999999988 0.10999000000000002 0.089085000000000011 0.11224000000000002 -0.093284999999999993 -0.091964999999999977 -0.09693499999999998 -0.089694999999999983 0.090615000000000015 0.10793500000000002 -0.08095999999999999 0.090540000000000023 -0.083489999999999995 0.09517500000000001 0.089120000000000019 -0.004729999999999999 0.095250000000000015 -0.14169499999999999 -0.50775499999999985 0.090205000000000021 -0.088249999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -6 -9 -10 12 -12 13 15 -15 17 -17 18 19 21 22 23 -21 24 -5 27 -27 -16 29 -29
right_child=-2 2 3 10 6 -7 -8 8 9 -11 11 -13 -14 14 25 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0024369097626264638 0.0023240650165826083 -0.0025430364050407664 0.012469622136559338 0.0018006777953996789 -0.0018064071277254505 -0.0014128676276992669 -0.0055908863044654335 0.0069611630216240882 -0.0025183652541600171 0.0040968340538118193 -0.0065986647482284104 0.0003351750958245248 0.0036694578696042299 -0.0043385618748808547 -0.0052037422285558521 0.0093451659474521869 -0.0010235711123095825 0.004790579471014569 -0.0059786116227041929 -0.0012435911061604403 -0.0069296174318246228 -0.002644691545389254 0.0044544977690314964 0.00042459546549859328 0.0095630183920729916 -0.00067144196440020341 0.0074919734913855788 0.0026413152469397195 -0.0054918953556228776 -0.00010970254850444889
leaf_weight=37 30 26 20 20 38 22 24 20 25 23 22 32 25 28 26 20 20 29 20 36 23 22 21 24 20 46 25 62 22 2313
leaf_count=37 30 26 20 20 38 22 24 20 25 23 22 32 25 28 26 20 20 29 20 36 23 22 21 24 20 46 25 62 22 2313
internal_value=0 -2.25564e-05 6.69407e-06 2.85874e-05 0.00108126 0.00519784 -0.000248719 0.000960829 0.00250723 0.000651418 -3.48086e-05 -0.00248972 1.25024e-05 -2.04194e-05 -0.000123381 0.000997888 0.0041608 0.00040944 -0.000273641 0.000413705 -0.00138258 0.00208466 0.000855705 0.00371038 0.00568185 -7.60571e-05 0.002203 -0.000142839 -8.79442e-05 -3.78865e-05
internal_weight=0 3091 3054 3028 172 42 130 106 68 48 2856 54 2802 2777 2522 255 40 215 186 166 80 86 57 64 40 2494 71 2423 2397 2375
internal_count=3121 3091 3054 3028 172 42 130 106 68 48 2856 54 2802 2777 2522 255 40 215 186 166 80 86 57 64 40 2494 71 2423 2397 2375
is_linear=0
shrinkage=0.1


Tree=686
num_leaves=31
num_cat=0
split_feature=52 52 1455 1 49 160 0 160 1447 2 44 1372 3 457 1446 1455 0 4 2 13 16 15 4 3 15 16 14 13 13 39
split_gain=0.015929 0.0414857 0.0669866 0.0413263 0.0748833 0.0323383 0.143988 0.0354598 0.0275669 0.0472412 0.0277541 0.0277037 0.1129 0.0505468 0.0262228 0.030087 0.0301888 0.0850798 0.192183 0.201048 0.178409 0.0723211 0.0931178 0.0796918 0.06839 0.070255 0.0608713 0.0551922 0.0854895 0.0530246
threshold=0.51734000000000002 0.51307000000000014 0.10994000000000001 0.10205500000000002 0.093350000000000002 -0.55045999999999984 -0.085669999999999982 -0.54200499999999985 0.022105000000000003 0.086375000000000021 0.083555000000000018 -0.065504999999999994 -0.086274999999999977 -0.14941999999999997 0.111445 -0.23327999999999996 -0.11991499999999998 1.0000000180025095e-35 0.087675000000000017 -0.15714499999999998 -0.095964999999999981 -0.09551999999999998 -0.031404999999999995 -0.0087149999999999988 0.013270000000000002 -0.069144999999999984 0.018475000000000002 -0.15714499999999998 -0.47860499999999995 0.089130000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 -1 -7 10 -10 11 12 -9 -13 15 -15 17 20 19 -19 -17 -22 -23 -24 25 29 27 28 -18 -20
right_child=3 -3 -4 -5 -6 7 -8 8 9 -11 -12 13 -14 14 -16 16 26 18 24 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027843279171396386 0.0024938496694500959 -0.0038030425455935039 0.0054951902986927472 0.0047662922113668182 -0.0046045521137547561 0.0037463311869651082 -0.0089392839808715516 0.0027373953815549613 -0.0060889043495990338 0.00070200400382635145 -0.0026148953242227436 0.0037467315616841255 -0.0078880299872253097 -0.0032086496949918445 0.0031269983819651385 -0.010042953565802978 -0.00019438585217738914 -0.00057964015519246465 -7.6162145826323287e-05 0.013429682242817112 0.003514344356436697 0.00082997273757225935 -0.0014874556709242905 -0.0099060179866765716 0.0046730814332840969 -0.006929652175555627 -0.0050668525096791038 0.0001254232297812644 0.0064107912185136229 -0.0051506522417184902
leaf_weight=22 42 29 22 25 23 25 20 20 20 21 40 37 20 29 27 27 43 20 145 21 27 45 23 22 20 21 22 2203 36 24
leaf_count=22 42 29 22 25 23 25 20 20 20 21 40 37 20 29 27 27 43 20 145 21 27 45 23 22 20 21 22 2203 36 24
internal_value=0 -3.89292e-05 -2.56698e-06 0.00131105 -1.78925e-05 -4.31544e-05 -0.00279834 -3.7678e-06 -3.5952e-05 -0.00261063 8.03597e-07 3.77485e-05 -0.00257532 7.5185e-05 2.58756e-05 -4.8173e-06 2.9607e-05 -0.00077812 0.000333507 0.00659587 -0.00271575 -0.00102485 -0.00238661 -0.0056032 -0.000889144 -0.00147464 0.000168084 0.000218553 0.00281557 -0.0007968
internal_weight=0 3031 3002 90 65 2980 42 2938 2913 41 2872 2832 40 2792 2755 2728 2699 395 251 41 144 117 90 45 210 190 2304 2282 79 169
internal_count=3121 3031 3002 90 65 2980 42 2938 2913 41 2872 2832 40 2792 2755 2728 2699 395 251 41 144 117 90 45 210 190 2304 2282 79 169
is_linear=0
shrinkage=0.1


Tree=687
num_leaves=31
num_cat=0
split_feature=138 133 1203 1201 132 1203 1204 402 52 49 13 393 403 131 42 43 16 128 40 11 13 11 158 484 50 2 157 1 0 2
split_gain=0.01599 0.0159966 0.0242983 0.0247885 0.0219249 0.111533 0.0943525 0.0719959 0.0418743 0.0542502 0.0619851 0.0501603 0.0378515 0.0211823 0.0638131 0.0500747 0.0286204 0.0273369 0.0531815 0.0621762 0.0480654 0.031906 0.0346989 0.0856686 0.0546063 0.0379125 0.104725 0.177892 0.129767 0.12959
threshold=0.099165000000000017 -0.54084999999999994 -0.054459999999999988 -0.081779999999999978 -0.083919999999999981 0.086085000000000009 -0.079179999999999987 -0.088189999999999991 0.092965000000000006 0.09567500000000001 -0.0018299999999999998 0.086525000000000005 -0.073254999999999987 0.11697 0.096035000000000023 -0.05647499999999999 0.67964000000000013 0.11876500000000001 0.10214500000000001 0.10458500000000001 -0.076599999999999988 0.096970000000000015 -0.22818499999999997 -0.070054999999999992 0.10284500000000001 0.084885000000000002 -0.018414999999999997 0.086720000000000005 -0.15090499999999998 0.084655000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 8 7 -6 9 10 11 12 -5 16 15 -15 17 18 19 21 -20 22 23 -8 -25 26 27 -24 -28 -30
right_child=-2 2 3 4 6 -7 13 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 20 -21 -22 -23 25 24 -26 -27 28 -29 29 -31
leaf_value=0.0020486633683479316 0.0028184659098042177 -0.0033545375547625804 0.0034897650638595224 -0.0067522566765546802 -0.00021198120349171488 0.0078835944847447711 -0.0074053404905663981 -0.0079185084922722103 0.0035093787543732549 -0.0054792743362486367 0.004121593572199345 0.0017421342091013987 -0.00067357888190253156 -0.0029716356215067209 0.0061552958388347186 0.003088186578825116 -0.0037557943269521709 0.0035441812127828599 -0.00031041313652947013 0.0047517438539890228 -0.0071603034710278736 -0.0039539142910923275 -0.0095714244704980123 -0.0033495845882078774 0.0029616923047358109 -0.00024626246660460187 0.0089423939189873635 6.1264189122857093e-05 0.00044840076992401528 0.0064529322516663299
leaf_weight=37 20 22 20 20 22 21 22 27 29 20 29 30 21 30 22 25 21 21 21 27 20 21 26 26 29 1697 20 73 664 38
leaf_count=37 20 22 20 20 22 21 22 27 29 20 29 30 21 30 22 25 21 21 21 27 20 21 26 26 29 1697 20 73 664 38
internal_value=0 -1.81778e-05 -4.31364e-05 -1.91881e-05 -4.24108e-05 0.00106083 -0.000108172 -0.00445844 9.92379e-05 -0.000724879 0.000225999 -0.00136516 -0.00363879 -3.21241e-05 0.00160353 -0.000217171 -7.83258e-05 -4.97761e-05 -7.78958e-05 -2.24546e-05 -0.00365182 -7.17296e-05 -4.0313e-05 -0.0021314 -2.18204e-05 2.3632e-05 0.000581501 -0.00246853 0.000999719 0.000773432
internal_weight=0 3101 3064 3042 3022 170 2852 49 149 120 100 71 41 2803 77 55 2726 2705 2684 2643 41 2616 2595 77 55 2518 821 99 722 702
internal_count=3121 3101 3064 3042 3022 170 2852 49 149 120 100 71 41 2803 77 55 2726 2705 2684 2643 41 2616 2595 77 55 2518 821 99 722 702
is_linear=0
shrinkage=0.1


Tree=688
num_leaves=31
num_cat=0
split_feature=401 402 42 3 402 128 38 401 403 1213 402 402 403 2 3 402 132 132 47 49 16 133 0 1 0 44 484 484 456 157
split_gain=0.0149729 0.0305554 0.138023 0.0515598 0.0512477 0.0212455 0.0276183 0.0256607 0.0302349 0.0607613 0.045401 0.0996275 0.0480261 0.0444238 0.0463824 0.0362411 0.0348028 0.0444438 0.0342551 0.0282417 0.0588734 0.0870665 0.083167 0.061351 0.0611573 0.0515443 0.0374464 0.18225 0.0784797 0.107184
threshold=-0.47144999999999992 -0.43418999999999991 0.11603500000000001 -0.086049999999999988 -0.41217999999999994 0.11876500000000001 0.11100500000000002 0.13767000000000004 0.23383500000000004 -0.15413999999999997 0.2506000000000001 0.11375000000000002 -0.55157999999999985 0.086000000000000007 -0.079979999999999982 0.11679000000000002 -0.43443999999999999 -0.26631499999999991 0.14174500000000004 0.12899500000000003 -0.105305 0.084655000000000022 -0.080499999999999988 0.12337000000000002 -0.14920999999999998 0.083555000000000018 0.087235000000000021 0.085790000000000019 0.041000000000000002 -0.085154999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 7 8 9 -6 11 12 -11 14 -10 -15 -14 -18 19 25 24 23 -23 -22 -21 26 27 -19 29 -28
right_child=1 4 -4 -5 5 -7 -8 -9 13 10 -12 -13 16 15 -16 -17 17 18 -20 20 21 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0023446856170064876 -0.0025652421708218754 0.0050701155420392755 -0.0088196419090742165 0.0044501816695132713 0.004745751209729524 0.0023728180286550042 -0.0037418484807722053 0.0034699570365427507 -0.006937701140763238 -0.003782723776256556 -0.004545824197967621 0.0057464364093417928 -0.0040560435359587987 0.002131208059533189 -0.00064200001387772242 -0.0028249375866726042 0.0047272359579801568 -1.7215477448136813e-05 -0.0041274150926619768 0.0023330127377994359 0.0099864071988988497 -0.0049414830817841003 0.0040688910632438605 0.0025105081215176898 -0.0053936401492960398 -0.004392038401285255 0.007151573989540339 -0.0072903413485203477 -0.0045742101459340613 0.00084453418224177427
leaf_weight=27 20 20 21 22 27 37 20 21 25 34 22 30 21 36 22 25 20 2204 20 20 21 20 21 23 21 27 31 35 22 206
leaf_count=27 20 20 21 22 27 37 20 21 25 34 22 30 21 36 22 25 20 2204 20 20 21 20 21 23 21 27 31 35 22 206
internal_value=0 -2.04611e-05 -0.00220021 0.0011095 2.48455e-05 -8.66673e-06 -3.82952e-05 -1.32203e-05 -3.81595e-05 2.46175e-05 -2.09402e-05 1.49198e-05 -4.76969e-05 -0.00168025 -0.00399078 0.000100001 -8.71343e-07 3.07744e-05 -4.39195e-06 2.67135e-05 0.00148783 0.0029891 -0.000326413 0.00607855 -0.00162454 -4.61979e-05 7.74761e-07 -0.000130909 0.00113915 0.00166951
internal_weight=0 3094 63 42 3031 3011 2974 2954 2933 2825 2798 2776 2746 108 47 61 2712 2691 2671 2651 126 85 41 44 41 2525 2498 2239 259 237
internal_count=3121 3094 63 42 3031 3011 2974 2954 2933 2825 2798 2776 2746 108 47 61 2712 2691 2671 2651 126 85 41 44 41 2525 2498 2239 259 237
is_linear=0
shrinkage=0.1


Tree=689
num_leaves=31
num_cat=0
split_feature=402 1210 3 1210 1447 471 43 480 4 4 4 51 2 1211 1186 2 0 1456 132 393 43 52 1429 1 52 2 15 15 12 15
split_gain=0.015916 0.020401 0.164699 0.039616 0.0209593 0.0211364 0.0224655 0.0842711 0.0735163 0.0763962 0.119539 0.0986067 0.147691 0.0880283 0.108942 0.129256 0.177277 0.0686031 0.0617113 0.0871865 0.0579024 0.0953847 0.0619708 0.0658702 0.0661239 0.0566319 0.133287 0.0793865 0.119355 0.0730367
threshold=0.27918000000000004 -0.087769999999999973 -0.082404999999999992 -0.081959999999999991 -0.15374999999999997 0.10693500000000002 -0.011694999999999999 0.091115000000000015 -0.52556499999999995 -0.080094999999999986 -0.081224999999999978 0.11548000000000001 0.098035000000000011 0.089850000000000013 0.021560000000000003 0.083865000000000009 -0.085669999999999982 -0.033364999999999992 -0.083284999999999984 0.10992000000000002 0.13895500000000002 0.091275000000000009 -0.072014999999999982 0.10089500000000001 -0.12005499999999998 0.093320000000000014 0.099260000000000015 0.092400000000000024 0.093765000000000015 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 18 8 -8 10 13 25 -13 14 15 16 -10 -17 -6 -20 21 22 -19 24 -24 26 27 29 -29 -11
right_child=-2 3 -4 4 5 -7 7 -9 9 11 -12 12 -14 -15 -16 17 -18 20 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0028211060477219322 0.0022922315661950657 0.0042445959756150847 -0.0069759232545038687 -0.0032408555527217685 0.0045155818101413779 0.0032471694890409708 0.0056648945768496828 -0.0058482311579778241 -0.00077827704409437796 0.00016107035514253837 -0.0066935186125099272 -0.010744137011934073 0.00042608253143984693 -0.0064845450437412818 0.0067127490026905436 0.005607924067880958 -0.012854055338830224 -0.0042389095242645952 0.00023220888437813661 -0.0062541661828401547 0.0044279838912189007 -0.0060091327010013632 -0.005926665551960468 0.0035863564645226761 0.00038830570134900744 -0.00038355141777922461 0.0085141766195495922 -0.0088643805030733363 0.00098324448626954121 0.0030504033421644237
leaf_weight=37 30 22 32 20 33 20 21 27 31 208 39 20 29 26 20 20 20 31 1569 21 22 32 20 52 97 395 24 20 32 151
leaf_count=37 30 22 32 20 33 20 21 27 31 208 39 20 29 26 20 20 20 31 1569 21 22 32 20 52 97 395 24 20 32 151
internal_value=0 -2.22475e-05 -0.00172244 1.65724e-05 -1.44331e-05 7.22069e-06 -1.46709e-05 -0.000318204 -0.000204226 -0.000299844 -0.00142707 0.00022594 -0.00413319 -0.000873456 -0.000450592 -0.000891413 -0.00551388 -3.10271e-05 0.000235374 0.00014654 -0.000475039 -0.000939981 -0.000128917 0.000624987 -0.000691177 0.000483286 0.00127041 0.00084742 -0.0028043 0.00137636
internal_weight=0 3091 69 3022 3000 2980 2960 1337 1310 1289 410 879 49 371 345 325 51 274 1623 1590 254 232 200 169 117 830 435 411 52 359
internal_count=3121 3091 69 3022 3000 2980 2960 1337 1310 1289 410 879 49 371 345 325 51 274 1623 1590 254 232 200 169 117 830 435 411 52 359
is_linear=0
shrinkage=0.1


Tree=690
num_leaves=31
num_cat=0
split_feature=1426 1426 156 156 1 2 3 51 475 49 15 1427 1373 2 156 157 160 1429 14 16 448 0 42 42 1447 1447 2 42 1 1
split_gain=0.0156435 0.0244824 0.0223536 0.123464 0.0639509 0.0786306 0.0471734 0.0748712 0.0461534 0.0431327 0.037569 0.0346204 0.0398474 0.0761162 0.0386494 0.165763 0.324768 0.0669106 0.0574425 0.0389844 0.0331133 0.06118 0.0358687 0.16829 0.0751286 0.186439 0.112422 0.0635994 0.0616195 0.199578
threshold=-0.10090499999999998 -0.052649999999999995 0.089300000000000004 0.088305000000000008 0.090405000000000013 0.09358000000000001 0.11658 -0.070629999999999984 -0.081439999999999985 0.10211000000000002 -0.03241999999999999 0.08901000000000002 0.085770000000000013 0.087995000000000004 0.085835000000000009 -0.087424999999999989 -0.082299999999999984 -0.0091699999999999993 0.096015000000000017 -0.56967999999999985 0.056825000000000007 -0.26343999999999995 0.085730000000000015 0.086135000000000003 -0.084114999999999981 -0.086059999999999984 0.085955000000000018 0.085345000000000018 0.090740000000000015 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 11 8 -6 7 -7 -4 10 -10 12 14 -14 17 -16 -17 -3 19 -19 21 -21 27 -24 25 26 -25 -23 -26 -30
right_child=1 2 4 -5 5 6 -8 -9 9 -11 -12 -13 13 -15 15 16 -18 18 -20 20 -22 22 23 24 28 -27 -28 -29 29 -31
leaf_value=0.002720138572511219 -0.0025753586807892334 -0.0054688943901134704 -0.0036657653988112476 -0.007711228400114037 0.0062018309212409153 -0.0038928718229940653 0.0041183186965363643 0.0027936193414709789 0.0039426086042579763 -0.0030586092911947232 -0.00050563674945479787 -0.0034515492770628171 0.0070652477443218231 -0.0005810630802686016 -0.0048836371299027332 -0.00043065632007231844 0.015312567248474808 0.0040889514603844402 -0.0053896359051577754 0.0046346384458177325 -0.004001134549755426 -0.00030246076788469312 0.0084915064428932978 0.0050278228431664129 0.0010312808113521897 -0.009908357713371516 -0.0046022606508234858 -0.0057200698435983877 -0.0084486953821033255 0.00011101387856649888
leaf_weight=21 37 23 37 21 39 34 31 33 37 26 39 29 23 30 24 38 20 23 20 28 21 1440 25 27 600 25 22 22 30 296
leaf_count=21 37 23 37 21 39 34 31 33 37 26 39 29 23 30 24 38 20 23 20 28 21 1440 25 27 600 25 22 22 30 296
internal_value=0 -1.84268e-05 1.24601e-05 -7.2553e-05 0.000870908 0.00240417 0.000892854 -0.000599525 -0.000640291 0.000457185 0.00165996 -1.45587e-05 2.1858e-05 0.00273715 -3.17598e-05 0.00210584 0.00499804 -9.91247e-05 -5.12361e-05 -9.51355e-06 -4.66842e-05 -1.36649e-05 -6.5998e-05 0.000387559 0.00018496 -0.00288118 0.000704112 -0.000383984 0.000429987 -0.000676689
internal_weight=0 3100 3063 2787 276 137 98 67 139 102 76 2766 2737 53 2684 82 58 2602 2579 2559 2536 2515 2487 1025 1000 74 49 1462 926 326
internal_count=3121 3100 3063 2787 276 137 98 67 139 102 76 2766 2737 53 2684 82 58 2602 2579 2559 2536 2515 2487 1025 1000 74 49 1462 926 326
is_linear=0
shrinkage=0.1


Tree=691
num_leaves=31
num_cat=0
split_feature=131 400 400 400 400 399 399 400 12 400 400 12 3 52 1 0 1 14 0 1 12 14 11 4 0 133 42 0 484 1213
split_gain=0.0152027 0.0213771 0.0189833 0.0287094 0.0270273 0.0311174 0.0394293 0.0200491 0.0683575 0.0367905 0.0303251 0.0292689 0.0202522 0.0889139 0.216087 0.140901 0.0784396 0.113151 0.0682588 0.0555141 0.0921854 0.0512764 0.106953 0.0415398 0.104231 0.134108 0.107091 0.148252 0.0800987 0.0702027
threshold=0.13857500000000003 -0.26025499999999996 0.23559000000000002 0.10645500000000001 1.0000000180025095e-35 0.09141500000000001 0.088595000000000021 -0.082199999999999981 0.087445000000000009 -0.064794999999999978 -0.0086949999999999996 0.088245000000000004 -0.13309499999999996 0.10744000000000002 0.082005000000000008 0.14486500000000005 0.07635500000000002 0.076975000000000002 0.16094000000000003 0.092845000000000025 0.086345000000000019 0.062655000000000016 -0.014494999999999999 -0.082249999999999976 -0.086934999999999985 -0.017654999999999997 0.086135000000000003 -0.085384999999999975 -0.011244999999999998 -0.088309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3 -9 -11 -10 13 15 -15 16 -12 19 21 -18 -21 22 -14 24 25 -24 28 -28 -26 -30
right_child=-2 2 -4 -5 -6 -7 -8 9 11 10 12 -13 18 14 -16 -17 17 -19 -20 20 -22 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=0.0029919113469077277 -0.0025614729626914083 -0.0046442433407432159 0.0029921215227139849 -0.0030043422818380352 0.0035817614224340232 -0.0030720829942517663 0.0040525261749280615 0.0031590056202902986 0.0038506025714533671 -0.0035543928349701069 -0.0037518850555925661 -0.0014946807455271484 0.0071369195645231576 -0.010968942494073416 0.0035549071528727101 0.0091373652897097854 0.0042848465235663519 0.006862703092029375 -0.0054999439045786865 -0.0063330006663983862 0.00072741544412063635 -0.003578441387508065 8.1825717191757829e-05 -0.0002208151630787344 0.0064232441363856196 0.009784410967092429 -0.010480700973421336 -0.00045076260991793664 0.006299844491295517 0.00013621355054340491
leaf_weight=24 23 38 21 32 21 33 24 37 21 24 33 20 21 20 21 22 31 33 23 22 116 40 29 1999 26 28 20 56 20 243
leaf_count=24 23 38 21 32 21 33 24 37 21 24 33 20 21 20 21 22 31 33 23 22 116 40 29 1999 26 28 20 56 20 243
internal_value=0 1.90167e-05 -4.19389e-06 -2.4804e-05 6.75683e-06 -1.82682e-05 1.56974e-05 -1.72227e-05 -0.00158876 2.61263e-05 -1.48771e-05 0.00124315 1.54292e-05 0.000794757 -0.0035299 0.00148468 0.000768261 0.0015067 -7.72813e-05 0.000460855 -0.000398158 -2.7031e-05 3.11411e-05 -3.04951e-05 0.000871045 0.00484801 0.000249985 -0.00309022 0.00112838 0.000604931
internal_weight=0 3098 3074 3053 3021 3000 2967 2943 79 2864 2827 41 2803 298 41 257 235 202 2505 169 138 2482 2442 2421 422 57 365 76 289 263
internal_count=3121 3098 3074 3053 3021 3000 2967 2943 79 2864 2827 41 2803 298 41 257 235 202 2505 169 138 2482 2442 2421 422 57 365 76 289 263
is_linear=0
shrinkage=0.1


Tree=692
num_leaves=31
num_cat=0
split_feature=13 1455 48 1211 1211 42 41 2 4 39 1 1 13 47 149 147 9 14 2 52 16 160 13 12 43 133 403 2 2 16
split_gain=0.0146389 0.0461757 0.0428997 0.0388996 0.0720784 0.049518 0.0379399 0.0377332 0.0599407 0.0758844 0.0745264 0.146805 0.116873 0.0964883 0.082651 0.0553764 0.0490289 0.0563923 0.223912 0.0425711 0.0825581 0.078547 0.0710872 0.0675031 0.0669307 0.0693107 0.171189 0.064793 0.171596 0.12058
threshold=-0.066634999999999986 0.11784500000000002 -0.088439999999999977 0.078255000000000005 0.094920000000000018 -0.021469999999999996 0.078570000000000015 -0.15339499999999998 0.51164000000000009 0.095830000000000012 0.13707500000000003 0.12500000000000003 0.01128 0.098400000000000015 0.078320000000000015 0.096265000000000003 -0.013509999999999999 0.062655000000000016 0.087955000000000019 0.0031350000000000002 0.13751500000000003 -0.090764999999999985 0.066795000000000007 0.087215000000000015 0.05259500000000001 0.40945500000000007 -0.121015 0.089775000000000008 0.085155000000000022 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 -5 -6 7 -2 10 -10 11 14 -12 -13 15 16 -9 19 -19 21 23 -18 -22 27 25 26 -25 28 29 -21
right_child=1 -3 -4 4 5 -7 -8 8 9 -11 12 13 -14 -15 -16 -17 17 18 -20 20 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0046118420792150899 -0.0033484344380641622 -0.0048639615598533841 0.00016262754873352719 -0.005975440946917843 0.0021903988898783508 -0.0040155669895466416 0.0032270633894950149 0.004686966956466098 0.0081520933943102138 -0.00045474239491990635 0.00011700609078009923 0.010395959629253909 -0.0096098548854656879 0.00079895835136994725 -0.0061212046385702235 -0.0052959864493459467 0.0064292916520075367 -0.011335601740865968 0.0032840499739077962 -0.0041532462139933389 -0.0090094897252995347 0.00036010790254570194 -0.0007813610103247422 -0.0060472143333754509 -0.0019363860247540287 0.0052620641373020286 0.0019408503313778889 0.0010050252327049266 -0.0096388331723339382 0.0041072116016099853
leaf_weight=22 35 21 1451 32 36 20 35 22 20 21 30 22 21 20 23 20 22 20 22 43 21 694 21 32 80 39 166 49 31 30
leaf_count=22 35 21 1451 32 36 20 35 22 20 21 30 22 21 20 23 20 22 20 22 43 21 694 21 32 80 39 166 49 31 30
internal_value=0 -0.000204753 0.000229079 -0.000144616 -0.00218944 -2.60175e-05 -2.76925e-05 -0.000103435 -2.61203e-05 0.00374371 -0.000134358 4.67226e-06 -0.00388817 0.00582596 -0.000178469 -7.42903e-05 6.54091e-06 -7.45373e-05 -0.00367769 4.86975e-05 -0.000647576 0.000546591 -0.00489543 -0.000267981 0.000564605 0.00140882 0.00064985 -0.00199301 -0.00340555 -0.000758538
internal_weight=0 1648 1473 1627 88 56 1539 1504 1469 41 1428 1377 51 42 1335 1312 1292 1270 42 1228 512 716 42 470 317 237 198 153 104 73
internal_count=3121 1648 1473 1627 88 56 1539 1504 1469 41 1428 1377 51 42 1335 1312 1292 1270 42 1228 512 716 42 470 317 237 198 153 104 73
is_linear=0
shrinkage=0.1


Tree=693
num_leaves=31
num_cat=0
split_feature=481 3 4 2 480 51 480 160 38 480 43 1447 1446 481 50 0 50 1452 50 50 1209 12 12 12 12 0 133 2 50 13
split_gain=0.0142686 0.0727188 0.19985 0.103941 0.110968 0.0470502 0.0357103 0.025 0.0225839 0.0250347 0.0615386 0.0689349 0.031006 0.0270263 0.0290222 0.114875 0.0557088 0.0469249 0.036343 0.0379189 0.114273 0.0761956 0.251201 0.0696759 0.0783122 0.0546304 0.0524572 0.0456648 0.043089 0.0727371
threshold=-0.082049999999999984 -0.086049999999999988 -0.085719999999999977 0.085485000000000019 0.08740500000000001 -0.020454999999999997 0.087915000000000007 -0.55045999999999984 0.10657000000000001 0.092935000000000018 -0.064334999999999989 -0.073059999999999986 0.10916500000000003 0.091060000000000016 0.11875500000000001 -0.087974999999999984 0.11700000000000001 0.11727000000000001 0.115 0.089465000000000017 -0.094304999999999986 0.091840000000000019 0.093965000000000007 0.088245000000000004 0.085355000000000014 -0.084889999999999979 -0.025314999999999994 0.087505000000000013 0.083090000000000011 -0.012119999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5 -7 -2 9 12 11 -11 13 14 16 -16 17 18 19 20 -9 23 -23 24 27 -26 -25 -21 -22 -30
right_child=7 3 -4 5 -6 6 -8 8 -10 10 -12 -13 -14 -15 15 -17 -18 -19 -20 21 28 22 -24 26 25 -27 -28 -29 29 -31
leaf_value=-0.0038955092443343762 -0.0027881419681238407 -0.0094055068692382934 0.0080808292804776059 -0.0018023091177879411 0.00052862760975309041 0.0069645718252286312 0.001126158606811342 -0.007502385314243536 0.0026217681524030923 -0.0042547701403409955 -0.0051277537936006085 0.0029545819577631647 0.0032008966229235131 0.0033822840841426314 -0.0084946424025110906 -0.00022552715553458602 0.0052686270792037249 0.0044674717679457823 -0.0043157456041080884 0.0015433040997666512 -0.00016109226245454439 0.012221080379579993 -0.00054942465408943416 0.00024631856795167553 0.0014011541393119842 0.0087923920340836053 -0.0055255582345829857 -0.0038792139030992983 0.0074818617710843685 -3.2729827924757391e-06
leaf_weight=22 33 22 38 22 23 20 22 21 32 21 33 36 30 23 20 105 20 23 20 41 2242 24 43 32 20 20 31 25 20 37
leaf_count=22 33 22 38 22 23 20 22 21 32 21 33 36 30 23 20 105 20 23 20 41 2242 24 43 32 20 20 31 25 20 37
internal_value=0 0.000893631 0.00368951 -0.000645382 -0.00432806 0.001944 0.00390636 -5.11598e-05 -2.02175e-05 -4.95018e-05 -0.00169112 0.000298505 3.32124e-06 -3.13471e-05 -5.99599e-05 -0.00154859 1.10895e-05 -2.93687e-05 -6.95191e-05 -3.62935e-05 -0.000159139 0.00117134 0.00402508 3.99759e-05 0.00160534 0.00509677 -0.00259381 -0.00051068 -9.20629e-05 0.00262309
internal_weight=0 169 60 109 45 64 42 2952 2919 2887 90 57 2797 2767 2744 125 2619 2599 2576 2556 2320 236 67 169 106 40 63 66 2299 57
internal_count=3121 169 60 109 45 64 42 2952 2919 2887 90 57 2797 2767 2744 125 2619 2599 2576 2556 2320 236 67 169 106 40 63 66 2299 57
is_linear=0
shrinkage=0.1


Tree=694
num_leaves=31
num_cat=0
split_feature=1210 1210 1210 16 16 1209 1201 399 398 130 4 0 0 43 0 4 16 159 0 150 43 159 159 3 42 3 4 51 133 12
split_gain=0.0149643 0.0237371 0.0436272 0.0375678 0.0709289 0.0293545 0.0192289 0.0340765 0.0281035 0.021022 0.118794 0.0478716 0.0696166 0.0655643 0.0539028 0.0300525 0.1094 0.101896 0.106322 0.0703164 0.141415 0.0704851 0.072215 0.0663008 0.0743468 0.121714 0.0865797 0.0795949 0.103299 0.157225
threshold=-0.42132499999999995 -0.08453999999999999 -0.08126499999999999 -0.081299999999999983 -0.088159999999999988 -0.084629999999999997 -0.08151499999999999 0.10788500000000002 0.099290000000000003 -0.072444999999999982 -0.088784999999999989 -0.11991499999999998 -0.091354999999999978 -0.0077799999999999996 -0.057069999999999989 -0.078629999999999992 -0.15241499999999997 -0.085179999999999992 -0.086234999999999992 0.083095000000000016 -0.50775499999999985 -0.041644999999999995 -0.016814999999999997 -0.0049599999999999991 -0.016354999999999998 -0.084724999999999981 -0.082249999999999976 0.078435000000000019 0.083950000000000011 0.084225000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -4 -7 8 9 10 -8 -12 -13 14 -14 16 -11 18 -18 20 -19 -22 -23 24 25 26 -24 28 29 -26
right_child=1 2 5 -5 -6 6 7 -9 -10 15 11 12 13 -15 -16 -17 17 19 -20 -21 21 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0024367571696639061 0.00033978906832635402 0.0046818117797374726 0.0030082181168836542 0.00084506599066246828 -0.0071930118240416049 -0.0029822698455642571 0.0081064027423659972 0.0033382321321793525 -0.0035311017327172602 -0.0072594783167005518 -0.0045035669859498735 0.0059883521426291695 -0.0057646683900168649 0.0029807215912596267 0.00067933322116732605 0.00012298794830701619 0.0096470644138753423 -0.0091523184161633256 -0.00013505416084080935 0.0051479213789571085 -0.0056212150741851439 0.005362007075122425 0.00033659977462152223 0.0017398215641295262 -0.0094573098101786209 0.0067859134655848799 -0.0059940510559827092 -0.0064132053065239572 0.0023523357254037237 -0.0014050907166275964
leaf_weight=25 25 20 32 35 25 22 21 30 23 24 20 21 27 34 25 1966 20 20 25 20 27 21 159 101 28 26 25 37 56 181
leaf_count=25 25 20 32 35 25 22 21 30 23 24 20 21 27 34 25 1966 20 20 25 20 27 21 159 101 28 26 25 37 56 181
internal_value=0 -1.96767e-05 2.68463e-05 -0.00166769 -0.00342661 -4.28015e-06 -3.68587e-05 -1.47957e-05 -4.93987e-05 -2.1632e-05 0.00113919 -1.28671e-05 0.000826516 -0.000433932 -0.00266659 -8.4425e-05 -0.000614002 -0.000400206 0.00421255 -0.000696318 -0.000867955 -0.000617293 -0.000404192 -0.000601729 -0.00106364 0.000381437 -0.000523543 -0.00206849 -0.00146187 -0.00248386
internal_weight=0 3096 3011 85 50 2991 2959 2937 2907 2884 148 127 107 86 52 2736 770 746 45 701 681 661 634 613 512 210 184 302 265 209
internal_count=3121 3096 3011 85 50 2991 2959 2937 2907 2884 148 127 107 86 52 2736 770 746 45 701 681 661 634 613 512 210 184 302 265 209
is_linear=0
shrinkage=0.1


Tree=695
num_leaves=31
num_cat=0
split_feature=133 400 398 1455 1455 52 482 42 1456 44 15 1429 472 2 157 484 1 42 157 1372 157 12 157 160 42 150 1429 1447 2 2
split_gain=0.0156821 0.0242631 0.019431 0.017977 0.0394333 0.023748 0.0400832 0.0255549 0.0314224 0.0253902 0.0280111 0.0259841 0.0292266 0.0408711 0.0318317 0.122349 0.0709144 0.0723542 0.0610367 0.0595611 0.0527817 0.0864242 0.0804188 0.0497003 0.0422897 0.042257 0.0402807 0.0374052 0.0341855 0.0964141
threshold=-0.54084999999999994 -0.39724499999999996 0.099290000000000003 0.12033000000000001 0.11364500000000001 0.51358000000000004 0.11958000000000001 0.086325000000000013 -1.0000000180025095e-35 0.083555000000000018 -0.14147499999999996 -0.15673999999999996 -0.087559999999999985 0.10672500000000001 -0.087424999999999989 0.085740000000000011 0.10337500000000001 0.089165000000000008 -0.086649999999999991 -0.065504999999999994 -0.082294999999999993 0.083985000000000018 -0.081889999999999991 -0.090764999999999985 0.085345000000000018 0.12706500000000001 0.11725500000000001 -0.00058999999999999992 0.084855000000000014 0.084655000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 9 -7 -9 11 -11 -3 13 -13 15 16 17 23 -16 -20 21 -21 -22 -14 -23 26 28 -25 29 -24
right_child=1 2 -4 -5 -6 7 -8 8 -10 10 -12 12 14 -15 18 -17 -18 -19 19 20 22 24 25 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0020464981830603367 -0.0034120557619081366 0.0029825443852071962 -0.0025338271888904274 0.003011899346020073 -0.0042143315213086846 -0.00029242670264195751 -0.0041713460308054227 0.0062321613368112594 0.0010424124509362238 -0.0051282744831405583 0.00016427517810370775 -0.00069519873708486554 -0.00099574724090812001 0.0054858668180911441 0.0055657935235649348 -0.0085205638249005594 -0.0042050667939651188 -0.0040565436310134829 -0.0044097358454018836 -0.0018545808196067813 -0.006318386599887163 0.0084636054487655984 0.00025968904774522456 0.0014951586909592151 0.0021761804219568148 0.0036585996509529654 0.0042608691739257085 0.0072972879949957138 -0.0003123492597212835 0.0057725976842145123
leaf_weight=37 21 30 30 20 22 37 23 20 28 20 20 20 23 23 20 21 33 20 30 25 20 23 820 20 20 32 22 25 1583 33
leaf_count=37 21 30 30 20 22 37 23 20 28 20 20 20 23 23 20 21 33 20 30 25 20 23 820 20 20 32 22 25 1583 33
internal_value=0 -2.45527e-05 -1.32787e-06 2.37216e-05 3.88635e-06 3.4913e-05 -1.32781e-05 0.00168248 0.00320481 1.98941e-05 -0.002482 5.50949e-05 2.38743e-05 0.00261095 -1.62861e-05 -0.00147462 -0.000251776 0.00123071 6.2513e-05 2.031e-05 7.18621e-05 0.00282091 -2.61417e-06 0.00278578 0.00553922 4.81149e-05 1.11106e-06 0.00471856 -3.73597e-05 0.000472967
internal_weight=0 3084 3063 3033 3013 2991 2906 85 48 2883 40 2843 2813 43 2770 142 121 88 2628 2608 2578 68 2510 68 43 2490 2458 45 2436 853
internal_count=3121 3084 3063 3033 3013 2991 2906 85 48 2883 40 2843 2813 43 2770 142 121 88 2628 2608 2578 68 2510 68 43 2490 2458 45 2436 853
is_linear=0
shrinkage=0.1


Tree=696
num_leaves=31
num_cat=0
split_feature=402 1210 16 3 1210 1201 398 400 399 3 1 401 4 13 1 1 12 475 2 0 147 1444 9 11 1443 0 0 1 160 16
split_gain=0.0145577 0.0193922 0.130992 0.143478 0.0354048 0.0164713 0.0324275 0.0429904 0.0238217 0.0220069 0.0636 0.059058 0.0960038 0.0743757 0.0654686 0.0846072 0.0603379 0.0505875 0.0959625 0.0485655 0.0427839 0.0347545 0.0337466 0.0335985 0.0324523 0.0346773 0.0799239 0.056614 0.04789 0.0484563
threshold=0.27918000000000004 -0.08453999999999999 -0.082404999999999992 -0.083154999999999993 -0.08126499999999999 -0.08151499999999999 0.10586000000000002 0.10361500000000003 0.091580000000000009 -0.13309499999999996 0.12408500000000001 0.080190000000000011 -0.51253999999999988 0.14871000000000004 0.080000000000000016 0.08592000000000001 0.086345000000000019 -0.073459999999999984 0.11093500000000002 0.16094000000000003 0.11204500000000002 -0.082369999999999985 -0.087824999999999986 0.089270000000000002 0.08623500000000002 0.041630000000000007 1.0000000180025095e-35 0.10325000000000002 -0.0080249999999999991 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 7 8 9 10 11 12 -7 14 -14 -16 -17 23 -19 20 21 -11 -23 -18 25 26 -24 28 -27 -30
right_child=-2 4 3 -5 5 6 -8 -9 -10 19 -12 -13 13 -15 15 16 17 18 -20 -21 -22 22 24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0065244186975178314 0.0021922385061043316 0.0042132297104399185 -0.0027921217397369191 0.0082176201464608314 -0.0027343796227465977 0.0073686733753198681 0.0032293010009696796 -0.0038531663538566951 0.0027734803591644573 0.0029726267583962337 0.0058484305546659494 -0.0036646937602199618 -0.00431428033968105 0.0056896087936247177 0.0061323386718235588 -0.0042300904096919112 0.00071702069952152671 -0.00074074005983261904 0.0065939139023733634 -0.0046827961771708469 -0.0044578319766018963 0.0030543397523134074 -8.1119874011756016e-05 -0.0050794021598994732 -0.0033328846818016424 0.0034363081396025213 -0.004705228747671323 0.0052900397459105138 0.0013782239721521088 -0.0051863406520252205
leaf_weight=32 30 20 29 20 22 21 31 29 31 38 23 32 34 23 23 32 20 44 30 23 22 34 2285 20 31 28 38 31 23 22
leaf_count=32 30 20 29 20 22 21 31 29 31 38 23 32 34 23 23 32 20 44 30 23 22 34 2285 20 31 28 38 31 23 22
internal_value=0 -2.1277e-05 -0.00154815 0.00170165 1.98117e-05 -8.23789e-06 1.19694e-05 -2.19895e-05 1.62168e-05 -1.3493e-05 0.000794104 0.000377439 0.000901116 0.000300149 -0.00031048 0.000495018 -0.000393053 0.000684011 0.00223277 -0.000108209 -6.69806e-05 -2.87993e-05 -7.45674e-05 -0.00218119 -0.000117848 -7.67821e-05 -0.000156762 0.00170969 0.000189264 -0.00183112
internal_weight=0 3091 81 49 3010 2990 2968 2937 2908 2877 302 279 247 226 203 169 146 114 74 2575 2552 2530 2492 40 2458 2427 2323 104 73 45
internal_count=3121 3091 81 49 3010 2990 2968 2937 2908 2877 302 279 247 226 203 169 146 114 74 2575 2552 2530 2492 40 2458 2427 2323 104 73 45
is_linear=0
shrinkage=0.1


Tree=697
num_leaves=31
num_cat=0
split_feature=9 0 9 33 0 1 0 1 47 133 42 2 52 12 475 2 1429 16 34 9 43 130 40 16 16 1455 131 1420 50 2
split_gain=0.0166675 0.103472 0.0420473 0.0295107 0.0205271 0.101102 0.0509951 0.27976 0.0449567 0.0411968 0.0544636 0.056873 0.0531162 0.078178 0.0574609 0.0642938 0.0424181 0.0431493 0.0290914 0.047543 0.0280576 0.044932 0.0857135 0.0327151 0.208851 0.0494242 0.0616916 0.0515193 0.045858 0.0569612
threshold=-0.085744999999999988 -0.055064999999999996 -0.013509999999999999 0.088595000000000021 0.0059850000000000016 0.13559000000000002 -0.019414999999999998 0.10557500000000002 0.13975500000000002 -0.082009999999999986 -0.019989999999999997 0.12198500000000001 0.10611000000000001 0.097325000000000009 -0.24431999999999998 0.10613000000000002 -0.011139999999999999 0.25084500000000004 -1.0000000180025095e-35 0.08925000000000001 -0.52440999999999993 -0.22461999999999996 -0.13022999999999998 0.0028900000000000006 -1.0000000180025095e-35 -0.091944999999999985 0.11767000000000001 -0.069964999999999986 -0.47248999999999991 0.084415000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 9 8 -8 18 -6 -11 12 13 14 -12 16 -16 -18 -4 20 -20 -22 -23 24 -24 -25 27 -27 -29 -30
right_child=2 -3 3 -5 5 -7 7 -9 -10 10 11 -13 -14 -15 15 -17 17 -19 19 -21 21 22 23 25 -26 26 -28 28 29 -31
leaf_value=0.0014942469916099477 0.0034286820465543621 -0.0074766975338570775 0.0034167291347936648 -0.0037448214383662814 0.0045288574748805592 0.0075101302559709262 0.0041767715921868448 -0.011787367924781782 0.0042983216097733628 -0.004952908316183658 -0.0033082639519125229 0.0047662030274155907 -0.0042407110828207809 -0.0040057457442725861 -0.0024405453639866955 0.0076414000149816284 0.00080929389445199857 0.0063609531193616845 0.0028122067636371976 -0.0047099401412362407 -0.0042981761433184152 0.0061768836680461065 -3.3471151846510489e-05 -0.0044080594011133402 0.0081111790466820832 0.0035363650997169318 0.0038761515573908882 0.0028122285862678086 -0.0034451069193892183 -0.00068580746413057444
leaf_weight=36 36 20 24 21 21 21 23 21 24 21 20 26 28 31 22 20 42 21 34 22 25 22 1953 35 32 26 30 29 96 339
leaf_count=36 36 20 24 21 21 21 23 21 24 21 20 26 28 31 22 20 42 21 34 22 25 22 1953 35 32 26 30 29 96 339
internal_value=0 -0.00170966 3.12369e-05 -9.14211e-06 1.69381e-05 0.00084378 -6.5595e-05 -0.00344248 -1.03802e-05 0.000288251 -9.72586e-05 0.000388306 -0.000230309 0.000489506 0.00160433 0.00254006 0.00133975 0.00265985 -4.91537e-05 -8.0626e-05 -4.17687e-05 -7.92775e-05 -3.81094e-05 -9.19401e-05 9.7828e-05 -0.00077066 -0.000525835 -0.000795345 -0.00103807 -0.00129476
internal_weight=0 56 3065 3029 3008 273 2735 44 2691 252 231 210 184 156 125 105 85 63 2667 2643 2621 2587 2562 2540 1985 555 520 490 464 435
internal_count=3121 56 3065 3029 3008 273 2735 44 2691 252 231 210 184 156 125 105 85 63 2667 2643 2621 2587 2562 2540 1985 555 520 490 464 435
is_linear=0
shrinkage=0.1


Tree=698
num_leaves=31
num_cat=0
split_feature=131 400 400 402 402 402 133 399 1213 16 1212 131 131 132 483 52 52 9 30 9 4 132 12 0 2 4 2 14 3 13
split_gain=0.014001 0.0197852 0.0156637 0.0229603 0.0485823 0.0677991 0.0206147 0.0210479 0.0197628 0.0497942 0.0414241 0.0264127 0.0378784 0.0389465 0.0480191 0.0815451 0.0597335 0.0447673 0.104652 0.049391 0.041028 0.0372566 0.0992611 0.0355641 0.132959 0.249935 0.12065 0.120094 0.0950781 0.152856
threshold=0.13857500000000003 -0.26025499999999996 0.23559000000000002 -0.47157999999999994 -0.46140499999999995 -0.43418999999999991 -0.5336749999999999 -0.065739999999999979 0.17417500000000002 -0.082779999999999979 0.11534000000000001 0.11891000000000002 0.11088500000000003 0.090145000000000017 0.093585000000000015 0.016565000000000003 -0.085984999999999992 -0.085744999999999988 0.087020000000000014 -0.013509999999999999 0.061775000000000004 0.081240000000000021 0.087505000000000013 -0.10224499999999999 1.0000000180025095e-35 0.25615500000000008 0.08622500000000001 0.078320000000000015 0.10299500000000002 -0.11122999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8 10 -10 11 12 13 17 15 16 -15 18 -9 -19 -18 23 -23 24 25 -21 27 -26 29 -28
right_child=-2 2 -4 4 5 6 7 8 9 -11 -12 -13 -14 14 -16 -17 20 19 -20 21 -22 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=0.0028783177366373518 -0.0024581565987318757 -0.0028231828457451072 0.0027176753706520517 0.0041501578575532348 -0.0053284020551169911 -0.00230615474773865 0.0023762271764721128 -0.0082421294879168275 -0.0010121779534965753 0.0055109674005176532 -0.0037863619926642501 -0.0029898962981452972 0.0030240867209310337 -0.0038179769082489659 0.0027390530629252847 -0.0057419374233318703 0.0048186164207594554 0.0039893504853049915 0.0010965052680278729 -0.013912312065561615 -0.00092889148724713808 0.0063484848928496698 -0.0012443838298269031 0.00022114106656661128 0.0076107535368969874 0.00063364641154529879 -0.0086350871572992011 -0.0019048803774196479 0.00111861844686102 -0.0010909939957411952
leaf_weight=24 23 29 21 28 24 38 38 21 25 22 29 29 42 32 22 45 23 33 28 21 27 33 36 1960 36 27 31 21 152 201
leaf_count=24 23 29 21 28 24 38 38 21 25 22 29 29 42 32 22 45 23 33 28 21 27 33 36 1960 36 27 31 21 152 201
internal_value=0 1.82497e-05 -4.08005e-06 -2.28016e-05 4.05392e-06 -3.46947e-05 8.05393e-06 3.80266e-05 7.34583e-06 0.00204121 -2.62068e-05 1.24614e-05 4.36575e-05 -1.8783e-06 -0.0015742 -0.00232137 -0.000444234 8.82276e-05 -0.00290577 0.000145737 0.00171496 9.53637e-05 0.00238699 3.07977e-05 -0.000732133 -0.00573021 -0.000188124 0.00410499 -0.000825384 -0.00209904
internal_weight=0 3098 3074 3053 3024 2996 2972 2934 2896 47 2849 2820 2791 2749 149 127 82 2600 49 2551 50 2518 69 2449 489 48 441 57 384 232
internal_count=3121 3098 3074 3053 3024 2996 2972 2934 2896 47 2849 2820 2791 2749 149 127 82 2600 49 2551 50 2518 69 2449 489 48 441 57 384 232
is_linear=0
shrinkage=0.1


Tree=699
num_leaves=31
num_cat=0
split_feature=40 48 0 48 48 48 48 51 42 48 1375 0 1 457 457 1373 456 456 1375 2 1 15 48 48 0 49 48 12 12 16
split_gain=0.0143331 0.0261531 0.0675577 0.0508335 0.042029 0.0360514 0.0339718 0.104562 0.0853452 0.0570749 0.0526439 0.0269 0.0251209 0.0247503 0.043394 0.0452645 0.0627567 0.0540619 0.0401415 0.0373448 0.0575143 0.0912859 0.0301834 0.0604651 0.132893 0.0800819 0.0597748 0.0590304 0.382064 0.100631
threshold=-0.23755499999999996 0.13438000000000003 -0.06563999999999999 0.12474000000000002 0.11765000000000002 0.11247500000000001 0.10255000000000002 0.020580000000000005 0.082250000000000004 0.10078500000000001 0.097315000000000026 -0.24955499999999997 0.12000500000000001 -0.10142499999999997 -0.09139499999999999 0.086880000000000013 0.088200000000000014 0.089955000000000021 0.083975000000000008 0.25063000000000007 0.14754500000000001 -0.41942499999999994 0.083685000000000009 0.085130000000000025 -0.036484999999999997 0.091325000000000003 0.097500000000000017 0.082850000000000021 0.082095000000000015 -0.092124999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 12 4 5 6 9 8 -8 10 11 -2 -3 -13 -15 16 18 -18 19 20 22 -22 27 -24 25 26 -25 28 29 -16
right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 -12 13 -14 14 15 -17 17 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0021055093031463914 0.0028882291348230459 -0.001918742071837187 -0.0066744672134518629 0.0041170759306563319 -0.0044778286945074798 0.0034606594126671553 0.0037214079991944381 -0.0083173580514267088 -0.003640730453480501 0.0052284753038769685 0.0049842116677956214 -0.002755402872229324 0.0028361268271692099 0.0046003143540292515 0.001204688490143271 -0.0043102836464531721 0.0068613426628239133 0.0010213477372684899 -0.0034326252236092439 -0.0038412245393444136 -0.0015479992675994125 0.007242852027734949 0.0058169739644812505 0.0012705235622203796 -0.0057744089118205019 0.0066537871453911067 -0.0043999253772199157 4.7039815574830593e-05 -0.014735891772434116 -0.0018399980783005518
leaf_weight=32 31 25 21 30 21 30 31 20 32 21 21 34 20 20 182 25 23 51 36 26 21 27 23 162 30 25 21 1791 20 269
leaf_count=32 31 25 21 30 21 30 31 20 32 21 21 34 20 20 182 25 23 51 36 26 21 27 23 162 30 25 21 1791 20 269
internal_value=0 -2.18117e-05 -0.00199106 2.11821e-05 -1.98726e-05 1.16271e-05 -2.35432e-05 -0.00201791 -1.80909e-05 3.43557e-05 -4.07864e-06 -4.1265e-05 0.000194533 -7.38617e-05 -4.07322e-05 -7.47077e-05 -3.55908e-05 0.00283648 -0.00011631 -7.03386e-05 -3.22044e-05 0.00339685 -9.74421e-05 0.000920802 0.000447642 0.00134505 0.000619816 -0.000214932 -0.00121109 -0.000611322
internal_weight=0 3089 66 3023 2993 2972 2942 83 63 2859 2838 2817 45 2786 2752 2732 2707 74 2633 2597 2571 48 2523 261 238 208 183 2262 471 451
internal_count=3121 3089 66 3023 2993 2972 2942 83 63 2859 2838 2817 45 2786 2752 2732 2707 74 2633 2597 2571 48 2523 261 238 208 183 2262 471 451
is_linear=0
shrinkage=0.1


Tree=700
num_leaves=31
num_cat=0
split_feature=471 1425 1425 1426 156 482 1420 475 475 1429 1 157 49 1372 480 0 474 475 1419 1 50 50 1 1452 160 2 0 2 4 4
split_gain=0.0139052 0.0237056 0.0221708 0.0280574 0.0318028 0.0172573 0.0357307 0.0247741 0.0249679 0.0529166 0.0531624 0.0377147 0.201033 0.0700767 0.0404221 0.0410335 0.031824 0.0898728 0.0455213 0.0357273 0.0286689 0.0643192 0.0538638 0.040396 0.0256671 0.0238989 0.186876 0.122663 0.0893053 0.151362
threshold=0.10693500000000002 0.10869000000000002 0.089980000000000018 -0.061919999999999996 0.14862 0.11816500000000001 -0.086219999999999977 0.093020000000000005 0.061570000000000007 -1.0000000180025095e-35 0.080000000000000016 -0.087424999999999989 0.0093850000000000027 -0.087494999999999976 0.087310000000000013 -0.082844999999999988 0.10008000000000002 -0.082759999999999986 0.085285000000000014 0.090475000000000014 0.13120500000000004 0.12170000000000002 0.10312500000000001 0.11769000000000002 0.51752500000000012 0.085155000000000022 -0.15350499999999997 0.085485000000000019 -0.17966999999999997 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 9 10 -8 12 14 -13 15 -11 18 -18 20 -19 21 23 -22 24 25 26 -15 -27 -28 -30
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 11 -12 13 -14 16 -16 -17 17 19 -20 -21 22 -23 -24 -25 -26 27 28 -29 29 -31
leaf_value=-0.0030624865802625816 0.0025645634514235315 -0.0034490382811054585 0.0029707748349756002 -0.0040601216293659741 0.0037151648318799941 0.0020722841324571236 0.0061055029709158205 0.0028439526368553444 -0.0032565887803987915 0.002428418279741891 -0.00023890788108110427 0.0054870739255262462 -0.0099363423845109846 0.0098198716621845962 0.0042346953954124312 -0.0035964333291093895 0.007347168278118427 0.0021493176892233481 -0.0047505587051134739 -0.0031086371416070811 0.0055073188904386297 -0.0048928486804860382 -0.00057866463374177163 0.004098187519854907 0.003076402043923736 -0.0057136241863537142 0.0066557322533117268 -0.00023524950503901653 -0.0072068910658407703 0.00013871206009687502
leaf_weight=30 21 20 25 22 23 39 28 30 24 20 25 23 24 20 22 26 22 28 21 24 26 28 33 23 25 42 20 1520 29 858
leaf_count=30 21 20 25 22 23 39 28 30 24 20 25 23 24 20 22 26 22 28 21 24 26 28 33 23 25 42 20 1520 29 858
internal_value=0 -1.73728e-05 4.91069e-06 -1.93599e-05 1.08199e-05 -1.75612e-05 -4.50684e-05 -1.5034e-05 -4.4498e-05 -1.77955e-05 0.00311286 -7.63433e-05 -0.00206791 -9.5219e-06 0.000709182 -0.000976933 -5.60176e-05 0.00198934 -0.000113241 -0.000277431 -7.61286e-05 -0.00012626 0.00210329 -7.36523e-05 -0.00011182 -0.000143843 0.00025839 -0.000382555 4.75521e-05 -0.000101449
internal_weight=0 3100 3080 3055 3025 3002 2963 2941 2911 2887 53 2834 92 2742 68 46 2719 74 2645 52 2624 2565 59 2537 2514 2489 927 1562 907 887
internal_count=3121 3100 3080 3055 3025 3002 2963 2941 2911 2887 53 2834 92 2742 68 46 2719 74 2645 52 2624 2565 59 2537 2514 2489 927 1562 907 887
is_linear=0
shrinkage=0.1


Tree=701
num_leaves=31
num_cat=0
split_feature=43 43 2 2 376 16 12 15 0 16 16 131 12 4 3 42 16 15 15 4 2 123 43 160 2 51 2 1 1 3
split_gain=0.013402 0.0907672 0.0794487 0.0726115 0.0533257 0.0557235 0.119431 0.107789 0.0889995 0.177304 0.0790756 0.0758674 0.0870964 0.0874282 0.110137 0.062386 0.115052 0.0878811 0.0616718 0.0555819 0.0499616 0.0462424 0.0464012 0.0323591 0.0767987 0.0932513 0.0888177 0.0873484 0.10883 0.0619887
threshold=-0.088249999999999981 -0.090869999999999992 0.090175000000000019 0.084985000000000019 1.0000000180025095e-35 -0.077074999999999991 0.081420000000000006 -0.026084999999999994 -0.079829999999999998 -0.080789999999999987 0.31475000000000003 0.097310000000000021 0.086915000000000006 -0.086574999999999985 -0.091354999999999978 0.10077000000000001 0.24134000000000003 0.093115000000000017 -0.088749999999999982 -0.081114999999999979 0.087415000000000007 -0.088149999999999992 -0.087734999999999994 0.05259500000000001 0.088850000000000012 -0.0078149999999999973 0.086885000000000004 0.086255000000000012 0.10612500000000001 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 8 7 -7 11 -10 15 12 -1 -14 -15 16 17 18 -8 -20 -21 -2 -23 -24 26 -26 27 -25 -29 -27
right_child=21 2 -4 -5 -6 6 10 -9 9 -11 -12 -13 13 14 -16 -17 -18 -19 19 20 -22 22 23 24 25 29 -28 28 -30 -31
leaf_value=0.0048156793667371144 -0.0047719454636708618 0.0055476761888712646 0.0080620535683852655 -0.0026910130460949047 0.0050304205017164356 -0.001075850745352606 -0.0030048079061089084 -0.010655887023059895 -5.9584205711351908e-05 0.011396885764869778 0.0045556139006900287 -0.0047755623034512005 -0.0050749153326250969 0.0049851753522970662 -0.004366943240165711 0.0040736897361718797 -0.0087167541193775826 -0.0054399647547172447 -0.0009058294468559325 0.0012367853327305057 0.0075269237046798124 -0.0048574437468778342 -0.00016511620362795804 -0.0031389351259788565 -0.0044433838777179118 0.0046593548659461014 0.0081599866822361956 0.0075068564119967901 -0.00014512700301299737 -0.00016185437982798079
leaf_weight=38 21 20 27 23 20 24 36 23 35 22 30 30 32 34 20 22 20 31 40 28 23 20 2158 29 43 33 25 34 41 139
leaf_count=38 21 20 27 23 20 24 36 23 35 22 30 30 32 34 20 22 20 31 40 28 23 20 2158 29 43 33 25 34 41 139
internal_value=0 0.000434657 0.00381051 0.00114094 -3.05198e-05 -0.000237935 -0.00117057 -0.00576395 0.000986421 0.00436221 -0.000231919 -0.00026306 0.000828674 -0.000933026 0.00152143 -0.000950049 -0.00157096 -0.00066643 0.000498764 0.00188479 0.00407351 -9.87934e-05 -5.98813e-05 -2.15315e-05 0.000879212 -0.000278161 0.00280817 0.00152167 0.00332377 0.000763145
internal_weight=0 578 70 43 508 488 277 47 211 57 230 154 124 86 54 200 178 158 127 91 51 2543 2522 2502 344 215 129 104 75 172
internal_count=3121 578 70 43 508 488 277 47 211 57 230 154 124 86 54 200 178 158 127 91 51 2543 2522 2502 344 215 129 104 75 172
is_linear=0
shrinkage=0.1


Tree=702
num_leaves=31
num_cat=0
split_feature=46 447 147 150 457 3 3 0 403 403 402 3 1427 402 402 402 3 16 133 402 3 16 13 13 2 403 42 1213 1446 43
split_gain=0.0131163 0.0278974 0.0162171 0.0197485 0.034739 0.0183979 0.130563 0.256155 0.103348 0.0655067 0.0607984 0.0598697 0.0590683 0.0425905 0.0474705 0.085914 0.0750154 0.0578411 0.0690406 0.0660513 0.0723211 0.080153 0.0765265 0.0851774 0.068533 0.0578121 0.0571578 0.0567098 0.0779471 0.0624133
threshold=-0.043074999999999995 0.094580000000000011 0.10271500000000001 0.13251500000000002 -0.14941999999999997 -0.082234999999999989 -0.082484999999999989 -0.086409999999999987 -0.53762499999999991 -0.52445499999999989 0.13597000000000001 -0.082039999999999988 0.083935000000000023 0.11174500000000002 0.091090000000000018 0.10389500000000002 -0.082974999999999979 -0.090054999999999982 0.10622000000000002 0.087360000000000007 -0.084524999999999975 -0.086699999999999985 -0.013304999999999999 -0.083364999999999981 0.08734500000000002 -0.083124999999999991 0.090310000000000015 -0.086979999999999988 0.087090000000000015 -0.088704999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 10 -8 -7 -10 12 -11 13 14 16 -16 17 18 26 20 21 -19 23 -22 -25 -18 -6 -23 29 -29
right_child=1 -3 -4 -5 5 8 7 -9 9 11 -12 -13 -14 -15 15 -17 25 19 -20 -21 22 27 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0021945106141545152 0.0031051582689138341 -0.0032194932267345768 0.0027784189253690699 -0.0023717607092112302 0.0016154589233044912 -0.0061574436285621332 0.013062624142343261 -0.00096437391514579457 0.0049444776289165023 -0.0043046816677919462 0.0051494998391717678 -0.00012325653504245373 0.0038414003290726168 -0.0038837389663482708 0.006480338629335166 -0.00086178607957930692 -0.0076640717634607267 -0.004648493241984397 0.0060569636756554251 -0.0054766826215200126 0.0046074097437667659 0.0033677176930583443 0.0071885329651801546 0.0016941421834582634 -0.0062924766901969204 -0.0010002579788366956 -0.0027293787301076872 0.00083247667361061723 -0.0062761650825648206 -0.0012325223310172613
leaf_weight=27 36 27 21 35 149 29 23 30 25 35 23 1581 38 30 30 34 23 46 28 25 32 39 24 22 21 30 38 257 23 340
leaf_count=27 36 27 21 35 149 29 23 30 25 35 23 1581 38 30 30 34 23 46 28 25 32 39 24 22 21 30 38 257 23 340
internal_value=0 -1.91505e-05 9.02333e-06 -1.00697e-05 1.73827e-05 -1.9982e-05 0.000261333 0.00512281 -0.000239812 -0.000135235 5.55359e-05 -0.00021382 -3.97946e-05 -0.000163628 -6.7501e-05 0.00257983 -0.000221949 -3.5629e-05 0.00142596 -0.000414691 -0.000257291 -0.000612699 0.00227365 0.000700883 -0.0022063 -0.0038921 0.000732551 -0.000330989 -0.00056365 -0.00034357
internal_weight=0 3094 3067 3046 3011 2975 1305 53 1670 1641 1252 1616 1229 1191 1161 64 1097 1044 215 829 804 705 99 75 43 53 187 659 620 597
internal_count=3121 3094 3067 3046 3011 2975 1305 53 1670 1641 1252 1616 1229 1191 1161 64 1097 1044 215 829 804 705 99 75 43 53 187 659 620 597
is_linear=0
shrinkage=0.1


Tree=703
num_leaves=31
num_cat=0
split_feature=13 1455 48 12 1210 4 131 12 3 3 3 3 42 41 42 16 160 4 15 52 4 48 51 13 13 4 15 160 403 3
split_gain=0.01354 0.044101 0.0362346 0.0381321 0.0946908 0.267325 0.073441 0.065422 0.0691328 0.317085 0.145912 0.0994251 0.156411 0.0875098 0.0716502 0.065453 0.0603302 0.0556691 0.161407 0.16564 0.0640908 0.0538683 0.0479446 0.178061 0.0595424 0.0711775 0.115977 0.080187 0.0768728 0.0742686
threshold=-0.066634999999999986 0.11784500000000002 -0.088439999999999977 0.085955000000000018 -0.05860499999999999 -0.078439999999999996 0.10515500000000001 0.085325000000000012 -0.086049999999999988 -0.086424999999999988 -0.085384999999999975 -0.087429999999999994 0.083995000000000014 0.07882500000000002 0.083935000000000023 -0.0094449999999999968 -0.0071899999999999993 -0.0083799999999999986 0.083195000000000005 0.0060650000000000009 -0.0035949999999999997 0.11270000000000001 -0.025069999999999999 -0.083254999999999982 -0.084774999999999989 -0.064054999999999987 -0.03241999999999999 -0.15400999999999995 0.13075000000000003 -0.081734999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 -5 7 8 9 11 -10 13 -13 14 -4 16 -9 18 19 -12 -19 22 23 -6 25 28 27 -27 -24 -29
right_child=1 -3 3 4 21 -7 -8 15 10 -11 17 12 -14 -15 -16 -17 -18 20 -20 -21 -22 -23 24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0042482495514294975 -0.0001381470992319999 -0.0047502555360551925 0.0009721926264226055 0.012289618517388591 0.0082437286386266347 -0.003159746917940322 0.0052739916390485385 0.0024229696697809482 -0.0081598309097059354 0.012993692935976601 -0.0021503224460449181 0.0019790690286423675 -0.009815044644789812 -0.0039747351175174117 0.0079166919555670283 -0.0081485238014942125 -0.0045748388777220889 0.0048412755659470964 0.0022103364097379279 -0.012132779551161961 -9.9933388188392638e-05 0.0041879034434844347 0.0025392773727983681 -3.5953022764812489e-05 0.000633960700561147 0.0035780487053741054 -0.0078856036080313576 0.0015765570415029427 -0.0033571928196276229 -0.0049286937289353882
leaf_weight=22 1627 21 39 24 33 21 22 22 26 21 68 22 23 20 24 21 28 30 57 22 210 35 67 122 320 26 35 26 33 54
leaf_count=22 1627 21 39 24 33 21 22 22 26 21 68 22 23 20 24 21 28 30 57 22 210 35 67 122 320 26 35 26 33 54
internal_value=0 -0.000196918 0.000220313 0.000159241 0.000624266 0.00507991 -0.000405887 -0.000603292 -0.000241948 0.00160458 -0.000908129 -0.000263946 -0.00404903 0.00178821 0.00361772 -0.00346351 -0.0014958 -0.000420934 -0.00195343 -0.00459048 0.000517718 0.000357283 0.000170032 0.00172682 -0.000260097 -0.00144723 -0.00289451 -0.00124651 0.000593442 -0.00281449
internal_weight=0 1648 1473 1451 796 45 655 633 562 149 413 128 45 83 63 71 50 387 147 90 240 751 716 155 561 241 141 106 100 80
internal_count=3121 1648 1473 1451 796 45 655 633 562 149 413 128 45 83 63 71 50 387 147 90 240 751 716 155 561 241 141 106 100 80
is_linear=0
shrinkage=0.1


Tree=704
num_leaves=31
num_cat=0
split_feature=131 1209 403 3 16 403 1210 132 15 132 42 133 52 13 129 9 30 9 14 15 14 4 52 15 1454 1209 1454 483 1456 479
split_gain=0.0138409 0.0163991 0.0199828 0.212267 0.136891 0.040434 0.0226716 0.0183383 0.0735696 0.0507916 0.0694895 0.107746 0.105969 0.0802324 0.0372632 0.0367256 0.0749481 0.0414914 0.0337161 0.0638061 0.0431829 0.0422039 0.0303453 0.029025 0.0660027 0.0546771 0.0547725 0.0684962 0.0626261 0.050972
threshold=0.13857500000000003 0.14268500000000003 -0.5341999999999999 -0.082484999999999989 -0.078464999999999993 -0.52445499999999989 0.12347000000000001 0.090050000000000005 0.095175000000000023 0.091615000000000016 -0.080354999999999982 -0.038089999999999992 -0.099454999999999974 -0.017449999999999997 0.085395000000000013 -0.085744999999999988 0.087020000000000014 -0.013509999999999999 -0.23960999999999996 -0.41396999999999995 -0.072219999999999993 0.51164000000000009 0.048770000000000008 0.085935000000000025 0.098995000000000014 0.087170000000000011 0.077440000000000023 -0.094369999999999996 -0.089834999999999984 0.10713500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 15 9 -9 11 -11 -12 22 -13 16 -7 -17 19 21 -20 -19 -14 -22 25 26 27 -25 -29 -30
right_child=-2 -3 5 -5 -6 6 -8 8 -10 10 12 14 13 -15 -16 17 -18 18 20 -21 23 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0084766201996466228 -0.0024440597520088373 0.00287237404845655 0.0034711702891132411 -0.0084444070491811324 -0.0017921733039924328 -0.0071305839921392139 -0.0029370473697781564 -0.0049773701373487713 -0.0062084605147981128 -0.0082492387469392282 -0.0041996791160532404 -0.0017936545827736457 0.0039527043041869487 0.0089159986108742571 0.0037788339122198523 0.0036719806643139407 0.00077237474199916636 0.0023219433566041784 -0.0038013951836860385 0.005424946272636161 -0.000127648059110309 -0.003030176664917515 -0.00080145619192626338 0.005676889923051931 -0.004883924532415612 0.0049818580752859516 0.0056343450344034608 -0.004888384011776551 0.00023922196269805142 0.0050456941330238531
leaf_weight=21 23 20 34 29 34 21 26 20 23 20 21 30 29 22 20 33 28 34 29 34 1835 26 25 24 21 30 21 23 542 23
leaf_count=21 23 20 34 29 34 21 26 20 23 20 21 30 29 22 20 33 28 34 29 34 1835 26 25 24 21 30 21 23 542 23
internal_value=0 1.8145e-05 -4.00959e-07 -0.00152158 0.00212864 4.22774e-05 2.89146e-06 2.89441e-05 -0.000871471 -0.00021505 0.000355287 -0.00204597 0.00208815 0.00382558 0.000435341 9.83594e-05 -0.00261461 0.000148055 0.000104039 0.00196393 3.54245e-05 2.69135e-06 0.0017517 7.95959e-05 0.000635579 0.000810405 0.000612706 0.000440395 0.000226661 0.000434884
internal_weight=0 3098 3078 84 55 2994 2960 2934 210 187 167 70 97 76 50 2724 49 2675 2642 94 2548 60 54 2519 684 663 633 612 588 565
internal_count=3121 3098 3078 84 55 2994 2960 2934 210 187 167 70 97 76 50 2724 49 2675 2642 94 2548 60 54 2519 684 663 633 612 588 565
is_linear=0
shrinkage=0.1


Tree=705
num_leaves=31
num_cat=0
split_feature=367 40 42 12 46 52 147 1452 1 1 457 13 1 0 3 96 13 484 13 15 16 52 39 40 12 15 16 1 2 4
split_gain=0.0130764 0.0333664 0.0532023 0.0366351 0.0524116 0.0399323 0.0331483 0.0229974 0.0217216 0.205068 0.112909 0.0895804 0.0679056 0.0867097 0.071714 0.073039 0.0666131 0.0620467 0.0517132 0.0593 0.0721833 0.106889 0.0643675 0.0885804 0.0792716 0.0764247 0.0511385 0.0503965 0.123739 0.150163
threshold=-1.0000000180025095e-35 -0.24452499999999996 0.15665000000000004 0.12757000000000002 -0.043074999999999995 0.14295500000000003 0.099730000000000027 0.11815000000000002 0.11146500000000002 0.10984500000000001 0.078435000000000019 0.10935500000000002 0.10887500000000001 -0.26343999999999995 0.11658 0.083725000000000008 -0.16152999999999998 0.097530000000000019 -0.0044799999999999987 -0.043924999999999992 -0.11227499999999999 -1.0000000180025095e-35 0.10076500000000001 -0.077714999999999992 0.089085000000000011 -0.46743999999999997 0.40737000000000007 0.10337500000000001 0.10527500000000002 -0.010024999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 7 8 9 12 11 17 13 -6 15 16 -15 18 19 20 22 26 23 -10 25 -25 -22 -18 29 -29
right_child=1 2 -4 5 6 -7 -8 -9 10 -11 -12 -13 -14 14 -16 -17 27 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0018437071112107095 -0.0039951952617792857 0.0046636920160381123 0.0041950273306186623 -0.0047798782460052869 0.0057419830105370946 0.00088288342347368591 -0.0035162111123402916 -0.0032935802264892986 -0.003334824818302877 0.0099793114194956928 -0.0066599976688880352 -0.0057450555609884092 -0.0053527404503572896 -0.0051026345009002119 0.0053716577785089615 0.0053647669553756718 9.0834578156208081e-05 -0.0051848390407394623 0.002864216414901118 0.0037867329535348454 0.0005789894954964089 -0.0088910616889950785 -0.0030433212975497425 0.0028422067286041769 -0.00060674640011381016 0.011294451492140071 -0.0043569747388603223 -0.010856645654335067 0.00074346352010392237 0.00057564360642572867
leaf_weight=38 21 24 30 33 27 20 27 21 20 21 29 27 23 26 25 25 2233 20 75 34 65 21 28 23 22 20 31 27 65 20
leaf_count=38 21 24 30 33 27 20 27 21 20 21 29 27 23 26 25 25 2233 20 75 34 65 21 28 23 22 20 31 27 65 20
internal_value=0 -2.27249e-05 4.51933e-06 -3.69435e-05 9.42118e-06 -0.00264299 -2.838e-05 3.78237e-06 2.76023e-05 0.000139153 -0.000642242 -0.000190131 5.5526e-05 0.000106339 4.34879e-05 -1.21065e-05 -6.88006e-05 0.000227649 0.00054697 -0.000111339 -0.000687575 -0.00242858 0.00111506 0.00248488 0.00427556 0.00677348 -0.00101492 -1.29884e-05 -0.00208296 -0.00599184
internal_weight=0 3083 3062 3032 2979 53 2955 2928 2907 2492 415 386 2471 2448 2421 2396 2371 359 339 264 230 117 113 85 65 43 96 2345 112 47
internal_count=3121 3083 3062 3032 2979 53 2955 2928 2907 2492 415 386 2471 2448 2421 2396 2371 359 339 264 230 117 113 85 65 43 96 2345 112 47
is_linear=0
shrinkage=0.1


Tree=706
num_leaves=31
num_cat=0
split_feature=45 4 4 131 133 160 482 482 42 42 4 16 1 151 12 42 40 0 1 1177 484 484 2 2 484 13 13 475 456 150
split_gain=0.0138079 0.0159455 0.0516352 0.0494471 0.0608906 0.0534099 0.045804 0.0582441 0.0490647 0.0890688 0.0568391 0.0580189 0.0776741 0.0972894 0.0548169 0.0597866 0.0433616 0.0387987 0.0360916 0.0326056 0.033639 0.156444 0.149484 0.128615 0.0548543 0.0711205 0.144526 0.0673921 0.0503407 0.134431
threshold=-0.067109999999999989 0.24564500000000003 0.181285 0.10488000000000001 0.10051500000000001 0.096485000000000015 0.085875000000000021 0.096345000000000014 0.10571500000000002 0.075730000000000006 0.41257000000000005 -0.11118499999999999 0.13743000000000002 -0.077959999999999988 -0.087484999999999993 0.089810000000000015 0.10394000000000002 -0.23811499999999999 0.11146500000000002 -0.079504999999999978 0.087235000000000021 0.085790000000000019 0.11067500000000001 0.10005000000000001 0.090535000000000018 -0.085384999999999975 -0.082759999999999986 -0.084394999999999984 -0.037984999999999991 0.12416000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 4 5 6 8 -8 9 10 18 12 13 -12 -11 -16 17 -2 -3 -19 21 28 23 24 27 -26 -27 -22 -21 -30
right_child=1 3 -4 -5 -6 -7 7 -9 -10 14 11 -13 -14 -15 15 -17 -18 19 -20 20 22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.0025555733147831191 0.0044069295562803746 -0.0024996494133533403 0.0038162342310455199 0.0037505980087444188 -0.005828304595880858 0.0039376735109835871 0.0048732788783722916 -0.0016448309725651947 -0.0056867184449705148 0.0052818506593919467 0.0036140716146855129 -0.0049248294327063138 0.0051823251046395555 -0.0051455658656777816 0.0035290276706551335 -0.0024655099776459905 0.0046931883646175272 0.0033200267381195366 -0.0073351658029674463 0.004002456702485991 8.5128460079431545e-05 -0.0072184637248996764 -0.0068786819155017545 0.0080245423472175993 0.0035855608800535693 -0.0092506815423257643 0.00050654967577891462 0.0075038137705026502 -4.5453624433393041e-05 -0.0079000451834872372
leaf_weight=21 20 33 37 25 23 25 29 26 24 27 21 27 24 32 28 41 20 29 29 30 25 31 21 30 34 20 63 24 2280 22
leaf_count=21 20 33 37 25 23 25 29 26 24 27 21 27 24 32 28 41 20 29 29 30 25 31 21 30 34 20 63 24 2280 22
internal_value=0 1.7312e-05 0.000106352 -0.000560373 -0.000837428 -0.000523794 -0.000850881 0.00179199 -0.00135913 -0.000962705 -0.00236485 -0.000936127 0.000462509 -0.00167477 0.00146184 -3.2944e-05 5.45341e-05 1.92458e-05 -0.00476142 -1.43892e-05 -5.18691e-05 -0.000161292 0.00113969 0.0019988 0.000909806 -0.000266598 -0.00184459 0.00371877 -6.74792e-05 -0.000120519
internal_weight=0 3100 2686 414 389 366 341 55 286 262 166 104 77 53 96 69 2649 2629 62 2609 2580 2363 217 196 166 117 83 49 2332 2302
internal_count=3121 3100 2686 414 389 366 341 55 286 262 166 104 77 53 96 69 2649 2629 62 2609 2580 2363 217 196 166 117 83 49 2332 2302
is_linear=0
shrinkage=0.1


Tree=707
num_leaves=31
num_cat=0
split_feature=1447 3 1447 160 481 0 1447 483 1447 479 481 158 159 1456 43 12 130 121 4 49 16 13 49 14 14 10 10 1374 13 51
split_gain=0.0142925 0.0615799 0.0549401 0.0947701 0.0386823 0.0656797 0.0205243 0.0193388 0.0209621 0.0305672 0.0396266 0.0324409 0.0431604 0.0265578 0.0245416 0.046512 0.0336189 0.0360189 0.0232966 0.0266787 0.058954 0.073452 0.0488629 0.0328491 0.0378516 0.029555 0.0912628 0.0357751 0.0400765 0.116308
threshold=-0.085804999999999979 -0.086224999999999982 -0.083354999999999985 -0.014869999999999998 0.056315000000000004 -0.087084999999999982 -0.087229999999999988 -0.47356499999999996 -0.082659999999999997 0.10713500000000002 -0.24785499999999996 0.13374000000000003 0.13255000000000003 0.11510000000000002 -0.51144999999999985 0.088365000000000013 -0.22461999999999996 -0.078059999999999977 -0.52556499999999995 -0.14750499999999997 -0.012324999999999997 -0.087324999999999986 -0.12164499999999999 0.08840000000000002 0.077685000000000018 -0.15926999999999997 -0.089679999999999982 -0.24481499999999998 -0.17933499999999997 0.080335000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -3 -4 -9 10 -10 12 13 14 15 -12 -16 -18 -19 20 21 -20 -21 24 25 -24 -27 -28 29 -29
right_child=2 4 7 -5 -6 -7 -8 8 9 -11 11 -13 -14 -15 16 -17 17 18 19 22 -22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.0048314925021259118 0.0059744931329847673 -0.0030485779041191565 -0.0028450254971782371 -0.0022338751618835059 -0.0036420831736177204 0.0062046834360808137 0.0010111753264385643 -0.0032210177603701597 -0.0043325303482734381 0.0033156323920203639 -0.00033565722084764779 0.0038525669454512277 -0.0040579170437502815 0.0031564070651694679 -0.0034217154992551638 0.0059328826183264035 0.0032355745748431867 0.0027787777201818496 -0.00056285827584081119 0.0044751178977700569 0.0015583408235882721 -0.0085144581140152043 0.0027457934577722809 -0.0035277572839900306 0.0039312825771048669 -0.0068291842646431185 0.0038789064420954042 -0.00015055464561252547 1.213217382848887e-05 -0.0073770056960397751
leaf_weight=32 39 20 24 22 20 20 33 20 21 28 29 22 26 27 29 20 34 29 26 24 30 21 37 27 24 20 23 96 2269 29
leaf_count=32 39 20 24 22 20 20 33 20 21 28 29 22 26 27 29 20 34 29 26 24 30 21 37 27 24 20 23 96 2269 29
internal_value=0 -0.00104767 4.37111e-05 0.0030141 0.000254293 0.00132179 -0.000520807 -1.80243e-05 5.28314e-06 2.76028e-05 -4.55401e-06 2.74261e-05 -2.41541e-06 3.53237e-05 4.86859e-06 0.00222293 -3.51185e-05 1.40482e-06 -4.0012e-05 -7.11411e-05 -0.00190504 -0.0041157 -1.5743e-05 -5.84284e-05 -2.09296e-05 -5.92696e-05 -0.000101858 -4.6191e-05 -8.39008e-05 -0.00182709
internal_weight=0 125 2996 61 93 73 53 2935 2911 2891 2863 2842 2820 2794 2767 49 2718 2689 2655 2626 77 47 2549 2525 2498 2474 2437 2417 2394 125
internal_count=3121 125 2996 61 93 73 53 2935 2911 2891 2863 2842 2820 2794 2767 49 2718 2689 2655 2626 77 47 2549 2525 2498 2474 2437 2417 2394 125
is_linear=0
shrinkage=0.1


Tree=708
num_leaves=31
num_cat=0
split_feature=13 12 159 15 13 12 47 3 1 1452 1 4 1 1 1 43 12 133 12 133 42 0 2 39 160 2 12 474 42 376
split_gain=0.0153941 0.044745 0.0679831 0.0337751 0.0313488 0.131759 0.0362452 0.0424045 0.0940089 0.0385812 0.0319754 0.184297 0.0772593 0.0639915 0.0552184 0.0506926 0.0431687 0.0718294 0.061358 0.0540235 0.0682883 0.0619589 0.0706433 0.0499613 0.0497937 0.0491892 0.0475026 0.0479823 0.0458882 0.0455259
threshold=-0.40078499999999995 0.095175000000000023 0.09320500000000001 -0.24436499999999997 -0.17933499999999997 0.088305000000000008 0.13975500000000002 0.11924500000000002 0.11039500000000001 0.11609000000000001 0.13707500000000003 0.51164000000000009 0.13332000000000002 0.12958500000000003 0.12408500000000001 -0.071044999999999983 0.10266500000000002 0.41892500000000005 0.10061500000000002 0.14779000000000003 -0.069529999999999995 -0.085384999999999975 0.087815000000000018 0.10661000000000002 -0.061914999999999991 0.097605000000000011 0.099400000000000002 0.11085000000000002 -0.091214999999999977 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 9 -9 10 12 15 13 14 16 -12 18 19 23 20 28 -22 -23 26 -24 -20 27 29 -18 -6
right_child=4 -3 -4 -5 6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 -17 17 -19 25 -21 21 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00041007516291839159 -0.0070098104221480231 -0.0033071646094322209 -0.0014260608721354115 0.0051119213867932556 -0.0037116634328999832 0.0036173494835384195 0.0035752340785360766 -0.0082687821518629794 -8.3040039580156838e-05 0.0036474729201692192 -0.0027582691876556387 0.0054027375199698982 0.004917234220192768 -0.0055239966793340593 0.0046037973274416387 -0.0097144471202045696 -0.00039797526277492152 -0.005809585354290903 4.1307119483297526e-05 0.0029539925214420591 -0.0062637880500970473 0.004054172670003027 0.0013967159539461137 0.0040939228966211279 -0.0037652942040507253 0.0063600345909695282 -0.0043487695679068567 -0.0034895498550644049 0.0049824623127832368 0.00014734591623295458
leaf_weight=22 28 20 41 50 31 20 28 20 47 29 22 21 32 21 26 20 51 30 22 36 33 20 25 30 74 28 25 38 23 2208
leaf_count=22 28 20 41 50 31 20 28 20 47 29 22 21 32 21 26 20 51 30 22 36 33 20 25 30 74 28 25 38 23 2208
internal_value=0 0.00105268 0.00182433 0.00367525 -4.68561e-05 -0.00258183 -5.46878e-06 -3.98986e-05 -0.00252655 1.86621e-05 -1.87084e-05 -0.00224624 3.22668e-05 -2.51823e-05 1.75862e-05 -0.00607073 -2.70067e-05 -0.00117459 0.000113671 -0.000643862 -0.00121697 -0.00242984 -0.00136664 3.93541e-05 -0.00246176 0.00357979 -1.34856e-05 3.4113e-05 0.00127432 9.39161e-05
internal_weight=0 133 113 72 2988 48 2940 2912 67 2845 2816 63 2753 2721 2700 42 2674 292 2382 262 226 152 119 2332 99 50 2302 2277 74 2239
internal_count=3121 133 113 72 2988 48 2940 2912 67 2845 2816 63 2753 2721 2700 42 2674 292 2382 262 226 152 119 2332 99 50 2302 2277 74 2239
is_linear=0
shrinkage=0.1


Tree=709
num_leaves=31
num_cat=0
split_feature=3 129 401 4 1 13 52 12 12 12 4 1 3 147 1444 147 151 42 52 4 150 150 150 2 3 13 31 14 2 11
split_gain=0.0142165 0.0892817 0.118659 0.0519525 0.0601965 0.0398886 0.0886111 0.0576759 0.0477619 0.0686523 0.0351878 0.077851 0.0315118 0.0279679 0.0273227 0.0243716 0.022817 0.0487036 0.0655095 0.0727238 0.0447788 0.0709968 0.0707434 0.0500265 0.0742865 0.110974 0.0455669 0.0500548 0.0341627 0.0731701
threshold=-0.13309499999999996 0.085135000000000016 0.080190000000000011 -0.51253999999999988 0.12408500000000001 -0.15078499999999997 0.08976000000000002 1.0000000180025095e-35 0.086345000000000019 0.095110000000000014 -0.50052499999999989 0.107145 -0.15327499999999997 0.11204500000000002 -0.082369999999999985 0.096265000000000003 0.009020000000000002 0.090835000000000013 -0.061194999999999992 -0.0070899999999999991 0.088380000000000014 0.102565 0.095275000000000012 0.086950000000000013 -0.086424999999999988 -0.086354999999999987 -0.084119999999999986 0.062655000000000016 0.25063000000000007 -0.011194999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 12 7 -7 -9 -10 -11 -12 -5 14 -2 16 20 18 -18 -20 26 22 -22 -23 -25 -26 -16 28 29 -28
right_child=13 -3 -4 4 -6 6 -8 8 9 10 11 -13 -14 -15 15 -17 17 -19 19 -21 21 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0057229660602752122 0.0026195202813189674 0.0060266972324939166 -0.0056293920468306171 -0.00013370683562243356 0.0053958033931187609 0.0051622469560243193 -0.0062685889583081016 -0.0043482367923759202 0.0048146111747393245 0.00244349102023989 -0.0057650025903938284 0.0018212466384284198 0.0054126023076519021 -0.0036231091140176762 0.0039308843720290395 0.0027075863202973721 0.00071341041309226844 0.0024020571028813722 -0.00054698052949139059 -0.0073421132026447195 0.0018783545377096388 0.0039225576309642445 0.0091327460994943977 -0.0056565261517579745 -0.0044442535663785582 0.0049743192920718221 0.0057641720521219436 -0.0044036205458853929 -0.0039042249457755442 -0.00016528339431885544
leaf_weight=20 38 28 32 20 22 20 25 27 26 20 31 24 21 22 27 31 42 27 28 36 41 24 20 26 22 29 21 28 24 2319
leaf_count=20 38 28 32 20 22 20 25 27 26 20 31 24 21 22 27 31 42 27 28 36 41 24 20 26 22 29 21 28 24 2319
internal_value=0 0.000635876 0.000111769 0.000829414 0.000414706 -9.73697e-05 -0.000762009 0.000168156 -0.000612171 0.00038658 -0.00114847 -0.00245464 0.00270709 -7.16352e-05 -4.35603e-05 -8.04263e-05 -0.000112272 -0.00138957 -0.00235536 -0.00436924 -4.6452e-05 0.00156309 0.00425684 -6.38279e-05 -0.00130634 0.000911406 -0.000154243 -0.000200354 -0.000150569 -0.00011207
internal_weight=0 316 288 256 236 214 173 148 128 101 75 55 41 2805 2783 2745 2714 133 106 64 2581 162 61 101 77 51 2419 2392 2364 2340
internal_count=3121 316 288 256 236 214 173 148 128 101 75 55 41 2805 2783 2745 2714 133 106 64 2581 162 61 101 77 51 2419 2392 2364 2340
is_linear=0
shrinkage=0.1


Tree=710
num_leaves=31
num_cat=0
split_feature=30 106 124 12 34 1 40 42 1205 1 13 3 4 43 38 42 42 482 483 12 14 15 4 159 3 3 13 52 4 151
split_gain=0.0144746 0.115546 0.0345282 0.0629001 0.0273066 0.0234551 0.0257647 0.0697913 0.0293146 0.0256104 0.0589455 0.0479111 0.0299824 0.0898298 0.0274777 0.0254677 0.140914 0.0478302 0.0649358 0.0537294 0.0548353 0.107675 0.0498952 0.0457057 0.0607166 0.145015 0.0858565 0.0665466 0.101515 0.0823918
threshold=0.085875000000000021 0.085275000000000004 -0.086289999999999992 -0.087484999999999993 -0.081364999999999993 0.16540500000000002 -0.24452499999999996 0.15665000000000004 0.09993500000000001 0.13756000000000004 -1.0000000180025095e-35 0.30112000000000005 0.51388000000000011 -0.0064299999999999991 0.10777500000000002 0.085730000000000015 0.086035000000000014 0.088770000000000002 0.090840000000000018 0.12477500000000001 -0.31455999999999995 -0.24436499999999997 -0.013514999999999998 -0.45371999999999996 -0.0049599999999999991 -0.010424999999999999 -0.13710499999999998 -0.080979999999999983 -0.031404999999999995 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 -1 6 -6 8 9 12 11 -11 14 -14 15 17 -17 18 19 20 -8 -22 -19 -23 25 26 -25 28 -26 -29
right_child=2 -3 3 -5 5 -7 7 -9 -10 10 -12 -13 13 -15 -16 16 -18 22 -20 -21 21 23 -24 24 27 -27 -28 29 -30 -31
leaf_value=-0.0036095121664749016 -0.0048126146197319036 0.0076098878463380969 0.0040957263035869057 -0.0028072841677137398 -0.0035430040024220944 -0.0031046060263179246 0.0048874456889461725 0.0052165019039351213 -0.0038028262183070188 -0.0034022723402207101 0.0060609220992773778 0.0020698771385165553 0.0018295384103277522 -0.0073141950182616716 0.0034670115023365485 0.0082964580371150416 0.00021029551393040135 -0.00050772083711556417 -0.0043689362006261948 0.0041841496109824494 -0.0067634594125243336 -0.0049060576844827406 0.0060854071334082022 -0.0067114616394974291 0.0013971639394947341 -0.0082286344571912192 -0.00025877363725732336 -0.00013804501274513993 -0.0047123659413638198 0.0040103669172687527
leaf_weight=21 21 20 22 33 20 24 20 26 20 24 23 48 22 21 23 22 1056 22 39 27 26 21 24 21 74 24 1140 86 43 108
leaf_count=21 21 20 22 33 20 24 20 26 20 24 23 48 22 21 23 22 1056 22 39 27 26 21 24 21 74 24 1140 86 43 108
internal_value=0 3.40228e-05 -0.00136315 -4.608e-05 -1.60656e-05 9.05503e-06 3.41315e-05 5.83013e-05 1.25913e-05 3.87781e-05 0.00165369 0.000245827 -1.56443e-05 -0.00263601 2.49448e-05 -3.81198e-06 0.000375319 -0.000247814 -0.000337611 -0.00023873 -0.000315132 -0.000382567 0.00293217 -0.000273204 -0.000208171 -0.00053454 -0.000375489 0.00103539 -0.000848219 0.00217138
internal_weight=0 3045 76 55 3025 3004 2980 2960 2934 2914 95 72 2819 43 2776 2753 1078 1675 1629 1590 1563 1543 46 1517 1496 1185 1161 311 117 194
internal_count=3121 3045 76 55 3025 3004 2980 2960 2934 2914 95 72 2819 43 2776 2753 1078 1675 1629 1590 1563 1543 46 1517 1496 1185 1161 311 117 194
is_linear=0
shrinkage=0.1


Tree=711
num_leaves=31
num_cat=0
split_feature=40 40 48 1 40 4 13 2 9 2 12 1 2 12 12 12 12 1201 399 13 133 1452 0 3 3 1371 4 484 0 4
split_gain=0.0162067 0.0199947 0.0705749 0.026696 0.0174507 0.0449637 0.0164706 0.0448909 0.0492873 0.0419072 0.1747 0.411387 0.158672 0.0848312 0.185755 0.115261 0.0992535 0.0763144 0.0685823 0.0875882 0.0523412 0.0501323 0.0536052 0.0382959 0.0606071 0.0795392 0.0547913 0.169939 0.318676 0.111115
threshold=-0.23755499999999996 -0.085774999999999976 0.084855000000000014 0.11846000000000002 -0.082074999999999995 -0.0035949999999999997 -0.059629999999999996 -0.15339499999999998 0.084755000000000011 0.073895000000000002 0.085355000000000014 0.107145 0.080205000000000012 0.093965000000000007 0.098810000000000023 0.091840000000000019 0.088845000000000021 -0.08151499999999999 0.10788500000000002 -0.050064999999999991 -0.025314999999999994 0.091225000000000014 -0.26609999999999995 -0.088494999999999976 -0.087319999999999995 0.083235000000000017 -0.082109999999999975 -0.081614999999999979 -0.085939999999999989 -0.080094999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 23 -8 9 10 11 -9 -11 15 -15 16 -12 -14 19 -19 -18 22 -21 -6 -25 26 27 -26 -29 -28
right_child=1 4 -4 -5 6 -7 7 8 -10 12 13 -13 17 14 -16 -17 20 18 -20 21 -22 -23 -24 24 25 -27 29 28 -30 -31
leaf_value=0.0022388995654182508 0.0033833238994702697 0.0038002702407538892 -0.0060593794206700606 -0.0017834948375821114 0.0016799305884882152 -0.0018016955754517215 -0.0042244302824006553 -0.017376283605006478 0.0046275094861075996 0.0088220368698239317 0.0050487688308472264 0.0010018578296976872 -0.0061349478073506845 -0.0099913706031182544 0.00034911017340253779 0.0074426889534931571 0.00057901867388864047 -0.0048788937749218589 0.0054778194767343604 -0.0049813846422528682 -0.0064893669025464498 0.0045251532263743382 7.0451328746399827e-06 -0.0040091524793145561 -0.0055135074597985854 0.0055213111038837168 -0.0038377440209476305 0.013976748931842545 0.00049310433123117461 9.3369975818166106e-05
leaf_weight=32 20 38 24 20 159 23 28 21 21 20 23 29 21 23 71 28 20 38 22 22 22 24 1034 36 23 27 77 24 65 1086
leaf_count=32 20 38 24 20 159 23 28 21 21 20 23 29 21 23 71 28 20 38 22 22 22 24 1034 36 23 27 77 24 65 1086
internal_value=0 -2.31935e-05 -0.00177232 0.000799915 1.38128e-05 0.00168805 -2.06436e-05 -0.000258772 -0.000181609 -0.00025283 -0.00146638 -0.00671696 -9.29824e-06 -6.24782e-05 -0.00218101 0.00207883 -0.000231754 -0.000161431 -5.1393e-05 -0.000160197 -0.00312347 5.83137e-06 -9.68805e-05 0.000212713 3.83576e-05 0.00015027 3.65307e-05 0.00214896 0.00412914 -0.000166902
internal_weight=0 3089 64 40 3025 61 2964 1467 1439 1418 237 50 1181 187 94 93 65 1161 1140 1118 42 1080 1056 1497 1338 1302 1275 112 89 1163
internal_count=3121 3089 64 40 3025 61 2964 1467 1439 1418 237 50 1181 187 94 93 65 1161 1140 1118 42 1080 1056 1497 1338 1302 1275 112 89 1163
is_linear=0
shrinkage=0.1


Tree=712
num_leaves=31
num_cat=0
split_feature=1208 1209 1208 1208 403 42 402 402 402 43 8 402 401 1212 1212 1213 16 42 0 16 0 133 133 1 15 12 43 1213 403 16
split_gain=0.0145863 0.0418717 0.0630925 0.109339 0.0167121 0.0831979 0.0330999 0.0220691 0.0203565 0.0434027 0.0240631 0.0235731 0.0450807 0.0272175 0.0479101 0.120129 0.0504888 0.0256853 0.0788065 0.0954187 0.0857599 0.0492184 0.0619617 0.0600444 0.0465353 0.0421812 0.0415701 0.0414501 0.0352105 0.0313261
threshold=0.11846000000000001 0.11677000000000001 0.10233500000000001 0.086590000000000014 -0.5335399999999999 0.086325000000000013 0.31115000000000004 0.13685500000000003 0.11679000000000002 -0.0011349999999999999 0.099635000000000015 0.11086000000000001 0.10947000000000001 -0.21450499999999997 -0.063924999999999996 -0.060974999999999994 -0.088159999999999988 0.10077000000000001 -0.053834999999999994 -0.08231999999999999 -0.061629999999999997 0.111585 0.5087600000000001 0.098220000000000016 -0.089964999999999976 0.092200000000000018 -0.53814999999999991 0.31607500000000005 -0.072624999999999981 -0.14035499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 10 -10 11 12 13 -6 15 16 -15 26 20 -20 21 23 -23 25 -25 -19 -16 29 -24 -28
right_child=-2 -3 -4 -5 6 -7 -8 -9 9 -11 -12 -13 -14 14 17 -17 -18 18 19 -21 -22 22 28 24 -26 -27 27 -29 -30 -31
leaf_value=0.00683407060801983 0.0023586822816958793 -0.004095765389502049 0.005231232111058806 -0.0070502933199432767 -0.0035674237335721649 -0.0014924904269476734 -0.00405986332683824 0.0029226394945558593 0.00044677590405375797 -0.0056086151639465247 0.0034872756619006395 0.0031273658920933181 -0.004086540124586059 0.0032427304685276391 -0.0046654054615646607 0.0089496334648824158 -0.0024764981261934296 0.0018098816190930931 0.0097602600045502193 0.0012268218616219729 -0.0062339624390006067 -0.0043134534172713755 0.0042749573565309959 0.0026041805113922677 -0.0033486615051515401 0.0080023409354246476 -0.0008080139402029448 -0.0044086043680594727 -0.0015878209916991182 0.00012270223692681148
leaf_weight=20 26 25 23 22 21 30 20 26 29 20 20 24 27 29 20 21 33 22 20 38 20 35 21 29 24 22 443 22 20 1969
leaf_count=20 26 25 23 22 21 30 20 26 29 20 20 24 27 29 20 21 33 22 20 38 20 35 21 29 24 22 443 22 20 1969
internal_value=0 -1.98145e-05 1.33773e-05 -2.60092e-05 2.50765e-05 0.00183813 -5.39503e-06 2.20464e-05 -3.70146e-06 -0.00202481 3.06855e-05 6.51354e-06 -1.98971e-05 1.91914e-05 4.62068e-05 0.00241274 0.000198625 -2.64076e-05 0.000937109 0.00416939 -3.42496e-05 0.00068248 -0.00122307 0.00217549 -9.14461e-05 0.00490611 -0.000124958 -8.76495e-05 0.00141507 -4.82378e-05
internal_weight=0 3095 3070 3047 3025 50 2975 2955 2929 49 2880 2860 2836 2809 2788 83 62 2705 251 58 193 173 76 97 53 44 2454 2434 41 2412
internal_count=3121 3095 3070 3047 3025 50 2975 2955 2929 49 2880 2860 2836 2809 2788 83 62 2705 251 58 193 173 76 97 53 44 2454 2434 41 2412
is_linear=0
shrinkage=0.1


Tree=713
num_leaves=31
num_cat=0
split_feature=1206 471 1429 475 2 0 0 403 484 2 1 133 457 39 50 1 4 43 150 483 15 50 4 13 13 51 52 0 3 160
split_gain=0.0139853 0.0135733 0.020981 0.022362 0.0235224 0.169693 0.0816741 0.0666429 0.0631598 0.0538929 0.0734473 0.0691146 0.0528516 0.0542161 0.0508389 0.0824486 0.0434115 0.0475064 0.0846542 0.0386635 0.101075 0.0676821 0.0778996 0.0365329 0.0364062 0.0349745 0.0556644 0.053925 0.049214 0.0677908
threshold=1.0000000180025095e-35 0.10693500000000002 -0.23587499999999997 0.093020000000000005 0.11362000000000001 0.11070500000000001 0.18019500000000002 -0.054954999999999997 0.090535000000000018 0.10912000000000001 0.10325000000000002 0.089200000000000015 0.095565000000000025 -0.020804999999999994 0.091320000000000012 0.15618500000000002 -0.050494999999999991 -0.23714499999999997 0.10375000000000002 0.099495000000000014 0.088990000000000014 0.10209500000000001 1.0000000180025095e-35 -0.0030199999999999997 -0.079299999999999995 -0.41904999999999998 -0.087769999999999987 -0.14649999999999996 -0.074084999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 9 -6 12 19 11 23 13 -9 15 16 -15 -18 25 -4 21 22 -21 -11 -10 -19 -27 -28 -29 -30
right_child=-2 -3 3 -5 5 -7 -8 8 24 10 -12 -13 -14 14 -16 -17 17 18 -20 20 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.0029794345900882035 0.0026358793908730152 0.0025167101328926432 -0.00016084678211207505 0.002854000918429207 -0.0040259840530018475 -0.0094681134688601436 0.0051862279223578592 -0.0036862886792514479 -0.00067983472465791487 0.00064214889668316277 0.0059860379914087915 0.0047761715563904988 -0.0044789381662849338 0.0050618851570806544 -0.0018659930422169663 0.0078432260220870388 -0.0039061343437060713 0.0036829809937626123 0.0072213438960413148 0.0094840663950890303 -0.0030808361600183193 -0.0012073181508596811 0.0021148749736312313 -0.0051447739638388161 -0.0065008820278481365 -0.0033879895734380151 -0.0017239329959959427 -0.001770694451406598 -0.00082756572635844349 0.0062738263070946793
leaf_weight=24 20 21 2303 27 43 21 31 25 22 24 35 23 20 26 48 20 20 30 21 26 31 21 32 20 21 38 47 20 20 41
leaf_count=24 20 21 2303 27 43 21 31 25 22 24 35 23 20 26 48 20 20 30 21 26 31 21 32 20 21 38 47 20 20 41
internal_value=0 -1.70002e-05 -3.42755e-05 -1.1146e-05 -3.66854e-05 -0.00067649 8.46914e-05 -0.00027687 0.000107884 2.18097e-05 0.00227333 0.000333851 0.00052308 0.000804092 0.00114324 0.00165365 0.00118296 0.000757419 0.00118724 -7.33643e-05 0.0017582 0.00365706 0.00541831 -0.00198827 -0.00352267 0.000540728 -2.71493e-05 0.0009706 0.00253409 0.0039455
internal_weight=0 3101 3080 3056 3029 483 2546 462 419 2515 102 67 376 356 331 283 263 237 217 2413 110 79 58 44 43 196 166 128 81 61
internal_count=3121 3101 3080 3056 3029 483 2546 462 419 2515 102 67 376 356 331 283 263 237 217 2413 110 79 58 44 43 196 166 128 81 61
is_linear=0
shrinkage=0.1


Tree=714
num_leaves=31
num_cat=0
split_feature=398 2 399 3 129 401 160 9 2 2 11 11 16 155 0 0 390 394 147 3 13 159 3 42 160 474 156 39 3 160
split_gain=0.0136858 0.0476399 0.0271074 0.0191854 0.0708727 0.11002 0.0583849 0.0529082 0.075995 0.0759623 0.151862 0.08974 0.099354 0.0412824 0.0352694 0.0305299 0.0281449 0.0281559 0.0262555 0.0247447 0.162768 0.0682388 0.0658247 0.0783601 0.0652002 0.0601202 0.110892 0.0648146 0.111412 0.196104
threshold=0.099290000000000003 0.092755000000000018 0.091580000000000009 -0.13309499999999996 0.085135000000000016 0.080190000000000011 -0.090764999999999985 0.081890000000000004 0.09142500000000002 0.10699500000000002 0.079300000000000009 0.091795000000000015 0.13751500000000003 0.11245500000000001 0.16094000000000003 -0.11991499999999998 0.088565000000000019 0.10448000000000002 0.11204500000000002 -0.0049599999999999991 -0.117405 -0.22563499999999997 -0.0087149999999999988 0.086665000000000006 0.10830500000000001 0.087035000000000015 0.094150000000000011 0.084780000000000008 0.086245000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 15 10 -10 12 -11 -12 16 -8 17 18 19 20 -5 -21 -22 -24 25 27 -27 28 29 -23
right_child=1 -3 -4 14 -6 -7 7 -9 9 11 13 -13 -14 -15 -16 -17 -18 -19 -20 21 22 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0053506923554879106 -0.0043947344329873369 0.001747519222756281 0.0027549095012040603 -0.0089494327016706992 0.0055385240187336296 -0.005356816548268281 -0.0012270389745632807 0.0044944219270421732 0.010504190203001989 0.00027362017116198939 -0.0032098447770113128 0.0027322091747266361 -0.0083586162635280441 0.0032152918353676799 -0.0039895761940304348 -0.0066192622873045143 0.0028455033263360911 -0.0034330863277427857 -0.0035015142128527674 -0.0043357781479480091 -2.0814036883861295e-05 -0.0014022855807773094 -0.0085436046449467538 0.00030851952964439989 -0.003787119791979484 -0.0075235689566894018 0.0015880170702824697 -0.00052285955942227931 0.0013272936751455966 0.010461302536637768
leaf_weight=27 28 23 36 21 28 31 21 28 21 30 20 39 24 20 23 21 33 25 22 27 2013 22 20 20 29 22 34 117 258 38
leaf_count=27 28 23 36 21 28 31 21 28 21 30 20 39 24 20 23 21 33 25 22 27 2013 22 20 20 29 22 34 117 258 38
internal_value=0 -0.0016247 2.69901e-05 -5.37809e-06 0.00074004 0.000263595 0.000957749 0.000428243 -0.00015264 0.000875681 0.00361798 -0.000923033 -0.00356293 2.72353e-06 -9.02091e-05 -0.00392315 -5.70046e-05 -9.29051e-05 -6.13105e-05 -3.24344e-05 -0.000190231 0.000565865 -0.000100633 -0.00411754 0.000820373 0.00109251 -0.00199153 0.00148953 0.00222994 0.00611132
internal_weight=0 51 3070 3034 310 282 251 224 196 154 61 93 54 40 2724 42 2701 2668 2643 2621 2074 547 2053 40 520 491 56 435 318 60
internal_count=3121 51 3070 3034 310 282 251 224 196 154 61 93 54 40 2724 42 2701 2668 2643 2621 2074 547 2053 40 520 491 56 435 318 60
is_linear=0
shrinkage=0.1


Tree=715
num_leaves=31
num_cat=0
split_feature=52 49 159 159 158 482 482 3 4 0 4 12 34 3 33 10 4 10 1 4 16 3 1 48 2 150 39 13 3 13
split_gain=0.0141415 0.0252325 0.0234253 0.0569974 0.0724801 0.0227707 0.0377301 0.0228581 0.0256141 0.0257253 0.0825658 0.0717776 0.0262264 0.0519644 0.0351983 0.0321859 0.059011 0.0359124 0.0324651 0.0339938 0.048991 0.0400267 0.0864278 0.0650133 0.105669 0.071939 0.0563241 0.0504834 0.0343773 0.0301363
threshold=0.51775000000000004 0.093350000000000002 -0.47115499999999993 -0.46267499999999995 -0.22218999999999997 0.11789500000000001 0.10932500000000002 0.63141500000000017 0.62931500000000018 0.14486500000000005 -0.37944499999999992 0.09141500000000001 -0.085739999999999983 -0.012939999999999998 1.0000000180025095e-35 -0.012544999999999999 -0.0035949999999999997 -0.0069899999999999988 0.14804000000000003 0.51388000000000011 -0.45661999999999997 0.12178000000000001 0.13686500000000004 -0.031249999999999997 0.11215000000000001 1.0000000180025095e-35 0.10713500000000002 -0.17933499999999997 0.10893000000000001 -0.096404999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 7 8 9 12 11 -11 13 -6 15 16 -14 -17 19 21 -21 22 26 -23 -25 -26 27 -19 29 -29
right_child=1 -3 3 4 5 -7 -8 -9 -10 10 -12 -13 14 -15 -16 17 -18 18 -20 20 -22 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0033630862563725147 0.0027674900649193052 -0.00082458058993021644 0.0043254955485463138 -0.004865343436118095 -0.0062239915283862505 0.00327647592473243 -0.0041538960183970632 -0.0032082112627738919 0.0032806920605556421 -0.0048431830680263901 0.006625232150933396 0.0035275173827540129 0.00093414327129721648 0.00074561439130617227 0.0033433854099242919 0.0036273016387389765 -0.0063902240098369402 -0.004776798055061828 0.0029872940068266223 0.00035373228981726523 -0.0063267962253164686 0.0065196863011173587 -0.0058550021432053588 0.0069418882562396382 0.00099324199603870503 -0.0054763333518058066 0.0041089728023507638 0.0013698258231496056 -0.0030934639300244887 -0.00011395696118511397
leaf_weight=21 48 33 30 31 20 21 22 22 24 21 24 20 22 23 31 27 22 23 35 23 21 23 26 21 55 25 32 146 37 2192
leaf_count=21 48 33 30 31 20 21 22 22 24 21 24 20 22 23 31 27 22 23 35 23 21 23 26 21 55 25 32 146 37 2192
internal_value=0 0.00130405 -3.47462e-05 -1.15944e-05 -5.51249e-05 -4.71358e-06 -2.81746e-05 2.96293e-06 2.73825e-05 1.67648e-07 0.00196691 -0.000759915 -4.54237e-05 -0.00249606 -7.2573e-06 -4.53049e-05 -0.00272804 -1.35836e-06 -3.82045e-05 -7.85598e-05 -0.0028347 -3.15559e-05 -0.00012006 0.00172139 0.000628709 -0.0010285 -5.86981e-05 -0.000114313 -6.91609e-05 -2.12999e-05
internal_weight=0 81 3040 3019 2989 2958 2937 2915 2893 2869 65 41 2804 43 2761 2730 44 2686 2659 2624 44 2580 2456 124 101 80 2430 2398 2375 2338
internal_count=3121 81 3040 3019 2989 2958 2937 2915 2893 2869 65 41 2804 43 2761 2730 44 2686 2659 2624 44 2580 2456 124 101 80 2430 2398 2375 2338
is_linear=0
shrinkage=0.1


Tree=716
num_leaves=31
num_cat=0
split_feature=1374 0 457 49 457 2 49 0 157 51 52 131 39 42 39 1 49 15 457 457 130 48 1446 12 0 16 151 160 48 50
split_gain=0.0131393 0.090979 0.0177343 0.0488068 0.0195072 0.0519629 0.0200626 0.0893701 0.0664233 0.0633888 0.0719962 0.0795982 0.0519181 0.0597595 0.0543283 0.0682367 0.0443168 0.0755364 0.0443053 0.0538346 0.0415048 0.0574539 0.0456115 0.0408912 0.0389984 0.0428069 0.037695 0.0355606 0.0334076 0.0362814
threshold=-0.067869999999999986 -0.085754999999999984 0.10487 -0.052259999999999994 0.091945000000000013 0.10045500000000002 -0.008964999999999999 -0.23001499999999997 0.078875000000000015 -0.083899999999999988 0.26746000000000009 0.090445000000000011 0.090190000000000006 0.089535000000000017 0.085855000000000015 0.090840000000000018 -0.0069299999999999995 -0.011859999999999997 -0.086714999999999987 -0.0029299999999999994 -0.22562499999999999 0.14257500000000004 0.11655500000000001 0.084735000000000019 -0.09595999999999999 -0.087874999999999981 0.061780000000000009 -0.085764999999999994 0.13438000000000003 0.089465000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -6 7 -2 9 27 11 12 14 -14 15 18 17 -8 -11 -20 -18 22 26 -21 25 -17 28 -9 29 -22
right_child=2 -3 3 -5 5 -7 16 8 -10 10 -12 -13 13 -15 -16 24 20 -19 19 23 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0051296918449224909 -0.0068656269736080012 -0.0026035505844729731 0.0014028468194218087 -0.0053370558910749181 -0.0012643198465445528 0.0048841511165457112 0.0077227944228798161 0.0010090960208326578 -0.0052287897171201907 0.00075407036854766116 0.0045054503820008704 -0.0069799798866733908 0.0067559052421711386 -0.00088193873830494428 -0.0048437895966344513 0.0022350931840360556 -0.0042063535413826292 -0.00096837457036599525 -0.0078551064105704428 0.0017132855430688886 -0.00011354712433204282 0.0051488717679273001 -0.0036214827779023091 -0.0036122567553874157 0.0038510427757864822 -0.0026879921185106719 0.0042852250920120813 0.0066663499316200608 -0.0037628842029295375 0.00092283767315161748
leaf_weight=32 22 29 21 22 27 28 20 25 26 39 27 20 20 21 32 38 23 20 20 21 1940 22 34 46 40 33 21 20 23 409
leaf_count=32 22 29 21 22 27 28 20 25 26 39 27 20 20 21 32 38 23 20 20 21 1940 22 34 46 40 33 21 20 23 409
internal_value=0 0.00145323 -2.89697e-05 -0.00204548 -2.29275e-07 0.00186581 -3.48789e-05 -0.00064978 -0.000330274 -1.34542e-05 -0.00045928 -0.000865485 -0.000471002 0.00284384 -0.000976238 -0.000454037 7.52745e-05 0.00337721 -0.00204665 -0.00330215 2.18451e-05 6.15547e-05 1.54397e-05 -0.00194306 0.0013538 -5.31014e-05 6.71135e-05 0.00352343 2.97693e-05 6.69047e-05
internal_weight=0 61 3060 43 3017 55 2962 450 428 402 357 330 310 41 269 237 2512 40 126 87 2472 2449 2427 67 111 71 2393 45 2372 2349
internal_count=3121 61 3060 43 3017 55 2962 450 428 402 357 330 310 41 269 237 2512 40 126 87 2472 2449 2427 67 111 71 2393 45 2372 2349
is_linear=0
shrinkage=0.1


Tree=717
num_leaves=31
num_cat=0
split_feature=132 132 132 132 4 4 12 4 9 30 0 50 3 0 0 15 4 16 0 15 42 2 16 15 130 39 0 42 51 43
split_gain=0.0128722 0.0191707 0.0201434 0.0531516 0.0504721 0.0651533 0.08929 0.0377458 0.0356266 0.0656893 0.0326283 0.112647 0.0642469 0.0943998 0.0400191 0.117805 0.0468213 0.0870128 0.0351578 0.0352993 0.0686277 0.0786959 0.0482557 0.0444663 0.0410425 0.0681534 0.0555702 0.0562623 0.056914 0.0588364
threshold=0.15255000000000002 0.11942500000000002 0.090050000000000005 0.093030000000000015 -0.088784999999999989 0.11275500000000001 0.086655000000000024 -0.041644999999999995 -0.085744999999999988 0.087020000000000014 0.047850000000000011 0.07826000000000001 0.084940000000000015 0.12113000000000002 1.0000000180025095e-35 -0.41396999999999995 -0.17966999999999997 0.10246000000000001 -0.019414999999999998 0.11728000000000001 0.09796500000000001 0.10327000000000001 -0.0064149999999999997 0.11461000000000002 -0.22461999999999996 0.12081000000000001 -0.066689999999999985 -0.092814999999999981 0.092235000000000011 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 -5 6 -6 -8 9 -1 14 12 13 -12 16 -16 17 -10 19 23 21 22 -21 24 -18 26 -26 -28 29 -29
right_child=-2 -3 3 4 5 -7 7 -9 10 -11 11 -13 -14 -15 15 -17 18 -19 -20 20 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0068461355731068629 -0.0019645431445855085 0.00214287396617389 -0.0043594719998317922 -0.00439920394235979 0.0082880997797474265 -0.0022670053596481345 -0.0029829078767215837 0.0026641022124937897 0.0081930645601823917 0.00055258606506478308 -0.0055098504400424046 0.0080783702401359663 0.0038806005976661003 0.00082474658429252052 0.0017706115794782009 -0.006264476922995134 -0.0040161211844533685 -0.00058035576053393581 -0.0037167125828564164 0.0054333509635870105 0.0053738950337800717 -0.0039705865186018255 -0.00030706697398272812 -0.0039263644801645443 0.00015192697138865279 0.005358646487972389 0.0032586785787273019 -0.005779274240402239 0.0024018336603741932 -0.0015424715808352852
leaf_weight=21 33 42 38 23 20 44 20 29 20 28 30 22 43 109 36 37 25 26 25 27 36 30 32 29 2080 24 21 49 23 99
leaf_count=21 33 42 38 23 20 44 20 29 20 28 30 22 43 109 36 37 25 26 25 27 36 30 32 29 2080 24 21 49 23 99
internal_value=0 2.09941e-05 -8.26356e-06 -0.00105303 -0.00012917 0.000739952 0.00265743 0.0003592 5.50335e-05 -0.00261829 0.000101436 0.00131957 0.00050257 -0.000542433 6.55245e-06 -0.00230197 7.27433e-05 0.00323417 1.4573e-05 5.22627e-05 0.00168974 0.000199514 0.0023199 -3.48369e-05 1.37863e-05 5.76659e-05 1.66963e-06 -0.00162612 -0.00222601 -0.0029452
internal_weight=0 3088 3046 174 136 113 69 49 2872 49 2823 204 182 139 2619 73 2546 46 2500 2475 125 89 59 2350 2321 2296 2272 192 171 148
internal_count=3121 3088 3046 174 136 113 69 49 2872 49 2823 204 182 139 2619 73 2546 46 2500 2475 125 89 59 2350 2321 2296 2272 192 171 148
is_linear=0
shrinkage=0.1


Tree=718
num_leaves=31
num_cat=0
split_feature=15 3 45 11 104 3 33 30 34 30 40 40 11 9 2 1420 16 12 12 0 2 11 14 14 1 123 11 11 11 0
split_gain=0.0138942 0.0254465 0.0214299 0.0480628 0.0441591 0.0206322 0.0190484 0.0256599 0.0817596 0.03052 0.0224015 0.0409171 0.0235118 0.053023 0.0349182 0.0284143 0.0397878 0.0498655 0.0248882 0.0250875 0.0679436 0.0365881 0.0308608 0.0414762 0.0394606 0.0784538 0.0381791 0.0389156 0.0446848 0.0331248
threshold=-0.56368999999999991 0.63141500000000017 -1.0000000180025095e-35 -0.014494999999999999 0.079665000000000014 0.41614500000000004 -0.018454999999999996 0.085875000000000021 -1.0000000180025095e-35 0.090580000000000008 0.10611000000000002 0.0064400000000000004 0.10458500000000001 0.089995000000000006 -1.0000000180025095e-35 0.056520000000000008 0.6352000000000001 0.097325000000000009 0.22926500000000002 0.13134000000000004 0.10803500000000001 0.095165000000000013 -0.46825999999999995 -0.31455999999999995 0.13501500000000002 0.090310000000000015 0.087830000000000005 0.085630000000000026 0.080705000000000013 0.062580000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -8 -9 11 12 13 14 -10 16 18 -18 19 21 -21 22 -16 -24 26 -26 27 28 29 -25
right_child=1 -3 3 4 -6 -7 7 9 10 -11 -12 -13 -14 -15 15 -17 17 -19 -20 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0023480145670473577 -0.0031794036605528424 -0.0035743834733148109 0.0047936103910961678 0.0031258655805140737 -0.0042794389495005216 -0.0029565071764290738 0.0062822082767351756 -0.0052526936464710166 0.0040061431259594184 8.8612627966896349e-05 0.003000546549446881 -0.0045132247311994436 0.0028104666139309609 -0.0044989581578052966 -0.0037020595298837065 -0.0036580248957588562 0.0058384178582435615 -0.00080325503600761302 0.0033346839672462507 0.0044977836022888759 -0.0027030305977677927 -0.0043486833572387697 0.0043006965721195398 -5.1306518823666192e-06 -0.0050776260734603906 0.0025618745968677102 0.0041488115760413089 -0.0041297102589970052 0.0042090685563161969 -0.0039030634205449717
leaf_weight=25 21 20 21 20 24 23 21 20 22 23 25 20 30 26 23 21 26 20 22 38 20 20 22 2415 41 20 22 23 25 22
leaf_count=25 21 20 21 20 24 23 21 20 22 23 25 20 30 26 23 21 26 20 22 38 20 20 22 2415 41 20 22 23 25 22
internal_value=0 -1.89601e-05 4.15713e-06 2.60409e-05 -6.95815e-06 2.71081e-05 5.00821e-05 2.93488e-05 6.50115e-05 -0.00239572 2.0037e-05 -5.8535e-06 2.56886e-05 -3.85286e-06 3.78576e-05 6.45391e-06 3.43459e-05 0.00295073 -1.51026e-05 -4.24884e-05 0.00201474 -8.78054e-05 -5.51925e-05 -2.28072e-05 -5.98465e-05 -0.00257287 1.30008e-06 -3.54183e-05 2.83054e-06 -4.03192e-05
internal_weight=0 3096 3076 3055 3034 3010 2987 2967 2924 43 2903 2878 2858 2828 2802 2780 2759 46 2713 2691 58 2633 2613 2590 2568 61 2507 2485 2462 2437
internal_count=3121 3096 3076 3055 3034 3010 2987 2967 2924 43 2903 2878 2858 2828 2802 2780 2759 46 2713 2691 58 2633 2613 2590 2568 61 2507 2485 2462 2437
is_linear=0
shrinkage=0.1


Tree=719
num_leaves=31
num_cat=0
split_feature=11 120 2 2 150 2 15 42 2 1452 2 2 1205 401 150 1374 150 2 0 0 1429 471 1427 1373 2 471 42 42 16 2
split_gain=0.0137729 0.0194409 0.0444329 0.0414004 0.0310843 0.0164952 0.0365451 0.0559865 0.0429232 0.0350873 0.0327354 0.0319996 0.0258803 0.029448 0.0241071 0.0258201 0.0235511 0.0593129 0.0353689 0.0476186 0.0251147 0.0293657 0.0469887 0.0530307 0.0775034 0.0521574 0.024081 0.0492501 0.0432811 0.0359801
threshold=-1.0000000180025095e-35 0.09852000000000001 0.31358000000000003 0.17760500000000004 0.13529000000000005 0.14122000000000004 -0.43375999999999998 0.10705500000000003 0.15109000000000003 0.11815000000000002 0.13622000000000004 0.12992500000000004 0.09993500000000001 0.13729500000000003 0.12314500000000002 -0.23605499999999999 0.11156000000000001 0.10222000000000002 -0.26343999999999995 -0.23811499999999999 -0.15673999999999996 0.10338500000000002 0.08901000000000002 0.085770000000000013 0.088125000000000023 0.09074500000000002 0.11839500000000001 0.11649000000000002 -0.072359999999999994 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 9 -7 8 -8 10 11 12 13 14 15 -2 18 -18 -17 -20 -21 22 23 25 -25 26 27 -22 29 -28
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 -12 -13 -14 -15 -16 16 17 -19 19 20 21 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0021323311810071267 0.0031537613186698693 -0.0029413759348575364 0.0039376830640008098 -0.0043175236914645542 0.0029990793957508036 -0.0024771796542197647 0.007014177580950437 -0.00098582233979620736 0.0010637103402834989 -0.0041156021401374827 -0.0027513624543898068 0.0028370186567190105 -0.0035959560726769274 0.0038375497702509164 -0.0028327788140935207 0.0041155910562901271 -0.0052157308216140216 0.0017228244126520375 -0.0045348696370163697 0.002961739075594935 -3.6352976330982844e-05 -0.0036354765465313739 -0.0039003083109855653 0.008102992577478289 -0.00059517304013882374 0.0040975444950163368 -0.0031712271556582142 -0.0039864552265498785 0.0043202380543308598 0.0022111063340195902
leaf_weight=30 26 22 29 22 35 21 27 33 22 21 43 40 20 20 30 21 28 22 23 29 2316 22 30 20 21 31 23 32 35 27
leaf_count=30 26 22 29 22 35 21 27 33 22 21 43 40 20 20 30 21 28 22 23 29 2316 22 30 20 21 31 23 32 35 27
internal_value=0 2.06955e-05 4.1929e-05 4.76559e-06 3.62733e-05 1.51027e-06 0.00124497 0.0021982 0.00434254 -4.29605e-05 -1.30461e-05 2.87677e-05 -1.1697e-05 1.43136e-05 -1.36341e-05 1.76203e-05 -1.28049e-05 -0.00216277 2.80689e-05 -4.83185e-06 3.54585e-05 2.27035e-06 3.38405e-05 8.09561e-05 0.00364783 2.16046e-05 -3.03288e-05 -9.01874e-05 0.00162318 -0.000264767
internal_weight=0 3091 3069 3040 3018 2983 103 82 49 2880 2859 2816 2776 2756 2736 2706 2680 50 2630 2609 2586 2557 2535 2505 41 2464 2433 2348 85 50
internal_count=3121 3091 3069 3040 3018 2983 103 82 49 2880 2859 2816 2776 2756 2736 2706 2680 50 2630 2609 2586 2557 2535 2505 41 2464 2433 2348 85 50
is_linear=0
shrinkage=0.1


Tree=720
num_leaves=31
num_cat=0
split_feature=1206 475 475 471 3 48 131 481 52 51 12 1 12 1 3 12 12 0 12 52 4 42 3 13 43 13 52 52 16 13
split_gain=0.0136314 0.0133153 0.01899 0.0343617 0.0166416 0.0662677 0.0682234 0.083425 0.145933 0.10256 0.120923 0.261028 0.11555 0.0652043 0.0609376 0.0268607 0.118973 0.0633398 0.0578347 0.0679489 0.0733066 0.0574125 0.0552411 0.0846234 0.050426 0.0472846 0.0533205 0.0454096 0.0432619 0.0408976
threshold=1.0000000180025095e-35 -0.49729499999999999 -0.24431999999999998 -0.086614999999999984 -0.13309499999999996 0.089155000000000012 0.079610000000000014 -0.012169999999999999 0.10611000000000001 0.081440000000000026 0.085250000000000006 0.082535000000000011 0.090995000000000006 0.097115000000000021 -0.22605499999999998 0.098150000000000015 0.096525000000000014 0.15398500000000004 0.098810000000000023 0.12445000000000002 0.24564500000000003 -0.074124999999999983 -0.053259999999999995 0.073000000000000023 0.05259500000000001 -0.00051499999999999994 -0.14813999999999997 0.098380000000000009 -0.071359999999999993 -0.069964999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 9 10 11 -9 -12 -7 -14 16 17 -6 -17 20 21 25 23 27 29 -20 -27 28 -23 -18
right_child=-2 2 3 4 15 13 -8 8 -10 -11 12 -13 14 -15 -16 18 24 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0023295116416799529 0.0026023151073604825 -0.0025387377136697371 0.0041209212737157944 0.0079404461441472882 -5.428365492697727e-05 -0.0063532485587832824 -0.0041503349668346344 0.016292259097099304 -0.0050960884988307956 -0.0038083895866293464 -0.0048413818225857214 0.00082370662712492057 -0.00019271006048829467 0.00087496129025776796 0.0059254855894279191 -0.0057306321737680428 -0.00087840911424295464 -0.0054461834363544112 0.0046529413606428236 0.0021559199618767142 -0.0061943413689732555 0.0016801446186625127 -0.0056046439862499639 0.0031447283422144563 0.0081790237904247731 0.0034068309659646316 -0.0030746894215311236 -0.0060878625377275364 -0.0026026729786505489 0.0049299515667371452
leaf_weight=24 20 30 20 21 2248 24 20 20 30 22 22 24 27 26 41 23 22 22 30 74 27 34 30 39 21 22 30 24 77 27
leaf_count=24 20 30 20 21 2248 24 20 20 30 22 22 24 27 26 41 23 22 22 30 74 27 34 30 39 21 22 30 24 77 27
internal_value=0 -1.67837e-05 -3.50844e-05 -1.0434e-05 -3.77307e-05 0.000701054 0.00142696 0.00196583 0.00129128 0.00251962 0.00355855 0.00785487 0.00145813 -0.00259458 0.0034962 -0.000112146 1.86741e-05 -0.00010654 -0.000858781 -0.00056924 -0.00121353 -0.00074331 -0.00164159 -0.000958306 0.00407919 0.00149144 -0.000332508 -0.00214363 -0.00129082 0.00232212
internal_weight=0 3101 3077 3047 3027 277 227 207 186 156 134 44 90 50 68 2750 2340 2270 410 387 313 286 204 174 70 82 52 135 111 49
internal_count=3121 3101 3077 3047 3027 277 227 207 186 156 134 44 90 50 68 2750 2340 2270 410 387 313 286 204 174 70 82 52 135 111 49
is_linear=0
shrinkage=0.1


Tree=721
num_leaves=31
num_cat=0
split_feature=375 40 39 376 123 38 11 39 31 40 49 9 96 1 13 13 11 0 2 14 14 0 155 39 13 15 133 3 159 43
split_gain=0.0135122 0.0133138 0.0221074 0.0181418 0.0262531 0.0284202 0.0267064 0.0243673 0.0217752 0.029522 0.0604484 0.0354935 0.0431463 0.0242415 0.0746445 0.0502852 0.0411081 0.0305509 0.0941366 0.025317 0.0289161 0.0248361 0.0286192 0.0254273 0.0871076 0.0373691 0.0442255 0.0376754 0.0262353 0.0763313
threshold=0.089550000000000018 -0.23755499999999996 -0.080429999999999988 -0.18919999999999998 -0.043329999999999994 0.10657000000000001 -0.014494999999999999 0.11536 -0.086279999999999982 -0.08440499999999998 -0.015259999999999998 -0.087824999999999986 0.084635000000000002 0.13756000000000004 -0.063184999999999977 -0.40078499999999995 0.10177000000000001 0.14486500000000005 0.10497000000000002 -0.46885499999999997 -0.31455999999999995 0.12445000000000002 0.14485500000000004 0.0046100000000000004 -0.0095349999999999983 -0.10091499999999999 0.084760000000000016 -0.0063699999999999989 0.097495000000000012 -0.076124999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 -8 10 -10 -11 13 16 15 -15 17 19 -19 -13 -21 22 23 28 25 26 -25 -27 -22 -30
right_child=-2 2 3 4 5 -7 7 -9 9 11 -12 12 -14 14 -16 -17 -18 18 -20 20 21 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=0.0020787077385091015 -0.0025909120542928579 -0.0033179720817133789 0.0028155239906323994 -0.0034455165632111444 -0.0034778690685264091 0.0033791637392714619 0.0033351123600732537 -0.0029712010841144044 -0.0054668283680387383 0.0039787918879997247 0.0015378322294881484 -0.0033624005376953975 -0.0043767874891107736 0.0024851656363656122 0.0067276980812576688 -0.0041304802941158417 -0.0036589286228020986 0.0058546311120153405 -0.0027618997491940505 0.0032997989923589759 -0.00015081301367693092 -0.0028032750912731696 0.003635511223480783 -0.0055995111493393783 0.0065586781415801782 -0.0007881346178929444 0.0010507133067585528 0.0051463688025251038 -0.00082179671608000298 0.0030795906170775805
leaf_weight=31 20 20 23 22 22 25 20 27 28 23 22 22 22 27 22 20 30 32 21 27 2252 31 22 20 26 23 20 20 105 96
leaf_count=31 20 20 23 22 22 25 20 27 28 23 22 22 22 27 22 20 30 32 21 27 2252 31 22 20 26 23 20 20 105 96
internal_value=0 1.67102e-05 -4.11131e-06 1.76189e-05 -3.64035e-06 2.15581e-05 -6.60975e-06 1.92076e-05 4.67549e-05 2.41622e-05 -0.00238478 6.62618e-05 3.45535e-05 6.90171e-05 0.00192028 -0.000330003 2.25166e-05 6.31656e-05 0.00244053 1.58681e-05 4.3999e-05 1.03827e-05 4.41379e-05 1.32986e-05 0.0015078 -7.44057e-05 -0.0022744 0.0019721 -5.311e-05 0.00104155
internal_weight=0 3101 3070 3050 3027 3005 2980 2958 2931 2911 50 2861 2838 2816 69 47 2747 2717 53 2664 2642 2615 2584 2562 109 83 40 43 2453 201
internal_count=3121 3101 3070 3050 3027 3005 2980 2958 2931 2911 50 2861 2838 2816 69 47 2747 2717 53 2664 2642 2615 2584 2562 109 83 40 43 2453 201
is_linear=0
shrinkage=0.1


Tree=722
num_leaves=31
num_cat=0
split_feature=471 1425 156 2 1429 475 11 471 475 51 51 13 157 15 50 2 1451 159 2 481 481 1447 13 1456 484 4 16 12 1447 1444
split_gain=0.0127995 0.0174843 0.0262639 0.0445414 0.0411948 0.031327 0.0201101 0.0169222 0.0398501 0.0200428 0.0488904 0.0405906 0.0415934 0.0986183 0.0499444 0.0758541 0.0272582 0.0280625 0.0912939 0.0588089 0.0253778 0.141523 0.0964415 0.0367924 0.0523078 0.0851384 0.106774 0.214711 0.070259 0.0859464
threshold=0.10693500000000002 0.10129000000000002 0.11715000000000002 0.11474000000000002 -0.015219999999999999 -0.24615999999999996 -1.0000000180025095e-35 0.094575000000000006 0.093020000000000005 -0.14660499999999996 -0.22411499999999998 0.095710000000000017 0.088145000000000015 -0.040804999999999994 -0.24165499999999998 0.11411 0.089825000000000002 0.11389500000000001 0.085515000000000022 -1.0000000180025095e-35 -0.086729999999999988 -0.085684999999999997 -0.081224999999999978 0.085665000000000005 -0.020124999999999994 -0.085409999999999986 -0.067914999999999989 0.083815000000000014 -0.085709999999999995 -0.081774999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 -1 8 9 10 11 12 13 14 15 -8 17 20 -19 -20 21 -11 -23 24 25 -22 -27 -28 -26 -30
right_child=-2 -3 3 -5 5 -7 7 -9 -10 16 -12 -13 -14 -15 -16 -17 -18 18 19 -21 23 22 -24 -25 28 26 27 -29 29 -31
leaf_value=-0.0027099074030827201 0.0024604838297125841 -0.0024191063673545919 -0.0033342370676109571 0.0057363556215672623 -0.00052896673706444828 0.0048076126205904247 0.002911255877820383 -0.0026618462832023702 0.0043448987904758677 0.0078448348298059932 -0.0043735401729022017 0.0030035385050840918 -0.0037348936835769567 0.0060234807103618304 -0.0050438039039296138 -0.0041812231950461871 0.0034027356799924747 -0.00699913496306787 0.0047296788234962158 -0.0017874615167319361 0.0070076294449301288 -0.0052688319486117472 0.0037668507346617325 -0.0018176102312281728 -0.0043549536890979557 0.004055179737042636 -0.010445617749355735 0.0011103359102157921 0.0059907029715153236 -2.6832834354515169e-05
leaf_weight=28 21 30 20 21 22 22 38 24 21 26 35 31 40 22 27 25 24 24 20 45 26 27 21 104 37 64 20 82 24 2150
leaf_count=28 21 30 20 21 22 22 38 24 21 26 35 31 40 22 27 25 24 24 20 45 26 27 21 104 37 64 20 82 24 2150
internal_value=0 -1.66678e-05 6.80882e-06 0.00174011 0.000428835 0.00213932 -4.2548e-05 -1.72907e-05 4.34908e-06 -2.6953e-05 -0.000949215 -0.00029429 -0.000966873 2.17055e-05 -0.0014454 9.67801e-05 4.7677e-05 1.75192e-05 -0.00172833 0.000217812 7.77209e-05 0.00190285 -0.00131572 2.38479e-05 0.000103545 0.0016868 0.000853414 -0.00115554 -3.39426e-05 3.95981e-05
internal_weight=0 3100 3070 85 64 44 2985 2957 2933 2912 218 183 152 112 90 63 2694 2670 89 65 2581 74 48 2507 2403 192 166 102 2211 2174
internal_count=3121 3100 3070 85 64 44 2985 2957 2933 2912 218 183 152 112 90 63 2694 2670 89 65 2581 74 48 2507 2403 192 166 102 2211 2174
is_linear=0
shrinkage=0.1


Tree=723
num_leaves=31
num_cat=0
split_feature=473 16 155 16 475 472 155 3 12 129 1 52 4 13 14 0 2 15 0 11 39 390 16 2 1 2 52 52 1374 1374
split_gain=0.0138073 0.0244025 0.0161444 0.0238246 0.0225558 0.0180314 0.0555288 0.016361 0.0703297 0.059371 0.0764133 0.122296 0.112467 0.0665776 0.0327423 0.0307786 0.0337653 0.0325291 0.0236908 0.0783734 0.0242572 0.0218808 0.0289486 0.0338649 0.338251 0.122813 0.0551352 0.087637 0.0564166 0.0988738
threshold=-0.072684999999999986 0.64105000000000001 0.14721000000000004 0.62925500000000012 -0.41754499999999994 -0.087559999999999985 0.11562500000000002 -0.13309499999999996 0.11351500000000002 0.085135000000000016 0.080000000000000016 0.086040000000000019 -0.17966999999999997 0.11596500000000001 0.062655000000000016 -0.10836499999999999 0.11824000000000001 -0.040804999999999994 0.16094000000000003 -0.011194999999999998 -0.080429999999999988 0.088565000000000019 0.51791000000000009 0.079055000000000014 0.084785000000000013 0.082275000000000015 0.4002400000000001 0.31359500000000001 0.089635000000000006 0.086000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 9 10 11 13 -12 -7 18 -14 17 -17 19 -9 -21 22 23 24 -22 -25 27 28 29 -27
right_child=1 -3 -4 -5 5 6 -8 14 -10 -11 12 -13 15 -15 -16 16 -18 -19 -20 20 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0022948341228094743 0.0033655284973792736 -0.002537782052164211 0.0027751744813507514 -0.0030813916595652702 0.0025686123304896886 -0.002959058634852144 -0.0050326716239479461 0.0059512156781486494 0.0063185634180193857 0.0051041075878817104 0.0077301755970851944 -0.0088654655770844092 0.0018356946221805021 0.0042436267204937483 -0.0029772813493189844 -0.0059484924921499836 0.0016833348199725151 -0.00044612753289667047 -0.0031484927273898698 -0.0032757414585870247 -0.012360229569215639 0.0025849002588074657 0.0032733161557609077 0.0070925807124003776 -0.00025417661592921247 -3.2552206559662762e-05 0.0020485441319600451 -0.0065306091498184421 -0.0038939720812580878 0.0068722975861635954
leaf_weight=26 20 38 21 25 27 33 22 22 21 23 22 23 48 21 38 21 22 22 24 23 24 32 26 25 602 1664 127 21 37 21
leaf_count=26 20 38 21 25 27 33 22 22 21 23 22 23 48 21 38 21 22 22 24 23 24 32 26 25 602 1664 127 21 37 21
internal_value=0 -1.92781e-05 1.20282e-05 -7.08452e-06 1.84411e-05 -3.93995e-06 -2.73741e-05 1.0055e-05 0.000773919 0.00027844 -0.000245099 -0.00275894 0.00118872 -0.000158014 -6.27481e-05 -8.48358e-05 -0.00150307 -0.00313333 -2.09232e-05 7.68259e-06 -4.25702e-05 -1.37362e-05 -4.63849e-05 -8.06222e-05 -0.000718306 0.000130032 3.69501e-05 -0.00010962 -3.13157e-05 5.35023e-05
internal_weight=0 3095 3057 3036 3011 2991 2964 2942 256 235 212 77 135 54 2686 113 65 43 2648 2624 2602 2579 2547 2521 626 1895 1870 1743 1722 1685
internal_count=3121 3095 3057 3036 3011 2991 2964 2942 256 235 212 77 135 54 2686 113 65 43 2648 2624 2602 2579 2547 2521 626 1895 1870 1743 1722 1685
is_linear=0
shrinkage=0.1


Tree=724
num_leaves=31
num_cat=0
split_feature=1213 42 3 403 13 13 1213 13 2 4 402 402 2 403 401 42 42 1212 2 42 160 479 1447 1446 1419 1447 42 42 15 2
split_gain=0.0129054 0.0492504 0.0610665 0.0766618 0.0423628 0.0713489 0.039202 0.101432 0.0309242 0.0394294 0.0287718 0.0498641 0.152259 0.0333506 0.0320694 0.0298798 0.0788756 0.0993563 0.0615602 0.0611976 0.0507275 0.0530429 0.0497758 0.0488578 0.0400793 0.0380686 0.0522941 0.111374 0.0938208 0.109856
threshold=-0.088419999999999985 -0.091729999999999992 -0.081924999999999984 0.035175000000000005 -0.087324999999999986 -0.0072999999999999992 -0.086394999999999986 -0.085384999999999975 0.08839000000000001 -0.078439999999999996 0.2506000000000001 0.11320500000000001 0.089775000000000008 -0.55157999999999985 0.10947000000000001 0.087745000000000004 0.088295000000000012 -0.063924999999999996 0.08622500000000001 0.088670000000000013 -0.54913999999999985 0.10061500000000002 -0.082824999999999982 0.11483500000000001 0.086325000000000013 -0.063929999999999987 0.091465000000000005 0.094365000000000018 0.087575000000000014 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 7 -2 9 -5 11 13 -13 -8 15 23 18 -18 -17 -19 -21 22 -22 24 -15 -24 28 -28 29 -27
right_child=6 2 3 8 5 -7 10 -9 -10 -11 -12 12 -14 14 -16 16 17 19 -20 20 21 -23 25 -25 -26 26 27 -29 -30 -31
leaf_value=0.0046654656878672542 0.0019728475715965034 -0.0056308438789831909 0.0059875991107125222 -0.0011654681549407543 0.0039068760781083255 -0.004539950406178832 -0.0030149062327738552 -0.0079778689203695175 -0.0019339668783132078 0.005113815097138286 -0.0035324667965102455 0.0097536676167510467 -0.0023019438380618919 -0.00021275570979039572 -0.003795512570914897 0.0083481967449188232 0.0066293028959383566 -0.0041855012081214232 0.001222050158927838 0.0043805576074097694 0.0049765921654232612 -0.0039317969829895565 -0.0034013737009131705 -0.0048700531859966843 0.0024577617998523958 -0.0011067353239294464 -0.0032341748543937379 0.00054626088654245633 0.0083623044553678486 0.0054699957458856146
leaf_weight=28 20 24 29 20 20 20 37 21 41 20 23 20 22 1810 22 22 24 32 27 29 22 31 29 22 58 81 96 414 20 37
leaf_count=28 20 24 29 20 20 20 37 21 41 20 23 20 22 1810 22 22 24 32 27 29 22 31 29 22 58 81 96 414 20 37
internal_value=0 0.000773 0.000146626 0.00157559 -0.0023094 -0.000316537 -5.34929e-05 -0.00312386 -4.02103e-06 0.00197417 -9.75247e-06 1.86267e-05 0.00343882 -3.24392e-05 7.3127e-06 3.76911e-05 0.000524861 0.000290582 0.00442154 9.82569e-05 0.000278863 0.000115919 0.000295432 -0.000185015 -0.000129838 0.000143311 0.000301947 -0.000165351 0.00202892 0.00095546
internal_weight=0 202 174 110 64 40 2919 41 81 40 2878 2855 42 2813 2776 2754 864 815 49 791 759 730 699 1890 1868 677 648 510 138 118
internal_count=3121 202 174 110 64 40 2919 41 81 40 2878 2855 42 2813 2776 2754 864 815 49 791 759 730 699 1890 1868 677 648 510 138 118
is_linear=0
shrinkage=0.1


Tree=725
num_leaves=31
num_cat=0
split_feature=402 402 1212 1212 1212 1201 133 12 12 42 132 132 132 52 1204 401 403 402 131 15 15 15 43 403 133 52 131 4 1213 13
split_gain=0.0137507 0.0226455 0.0214731 0.0275542 0.0554969 0.0286682 0.0251127 0.0444426 0.0538083 0.0696038 0.0311349 0.0296652 0.0274212 0.150499 0.0528495 0.0270216 0.061709 0.0383315 0.0315321 0.027453 0.0788461 0.0721707 0.33063 0.119321 0.092836 0.0878947 0.0574889 0.0550337 0.160628 0.177255
threshold=0.27918000000000004 0.13924000000000003 0.14135500000000004 0.12799000000000002 0.11796000000000001 -0.08151499999999999 -0.46007999999999999 0.087925000000000017 0.091715000000000005 -0.050249999999999996 -0.43443999999999999 0.15255000000000002 -0.083919999999999981 0.092965000000000006 -0.081484999999999988 -0.06959499999999999 -0.070544999999999983 -0.43418999999999991 0.11767000000000001 0.085935000000000025 0.086715000000000014 0.081070000000000017 0.0034250000000000005 -0.015394999999999997 -0.0061299999999999992 0.084735000000000019 0.08956500000000002 -0.081224999999999978 0.04198000000000001 -0.085384999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -9 -10 -8 12 13 -12 -14 16 -16 -17 19 21 -21 -19 23 24 -23 -25 27 28 29 -22
right_child=-2 -3 -4 -5 -6 6 10 8 9 -11 11 -13 14 -15 15 17 -18 18 -20 20 26 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0031554419804235984 0.0021306146060427029 -0.0029594820547992223 0.0032702091522514819 -0.0033234356418251989 0.0050143765338527208 0.005558115110563284 -0.0039789563522208485 -0.0035417516675332323 0.006783772218041122 -0.0012039360241033138 -0.00014664624147277711 -0.0034492486640810972 -0.0039781557587797159 0.0084075151905417447 0.0064484832741852323 -0.004418219015933574 -0.00040836366558713572 -7.5418814768307132e-05 0.0029576897782473163 0.0048694076494146619 0.0072230066700528063 -0.00034867336784373038 -0.01339273361651146 0.008130721042730979 -0.0082157372108971078 3.072437578560533e-05 -0.0031677399498774954 0.0013196094255304869 -0.0088458020197735594 -0.0011973188659564283
leaf_weight=29 30 26 20 25 22 22 20 23 20 24 116 25 34 25 21 20 35 1790 35 39 30 40 23 21 24 37 46 327 22 150
leaf_count=29 30 26 20 25 22 22 20 23 20 24 116 25 34 25 21 20 35 1790 35 39 30 40 23 21 24 37 46 327 22 150
internal_value=0 -2.06789e-05 4.2506e-06 -1.72007e-05 1.01688e-05 -2.65532e-05 4.00853e-06 0.00165842 0.000377921 0.00242684 -4.71173e-05 -1.9622e-05 1.06217e-05 0.00137005 -6.05288e-05 -1.04538e-05 0.00216295 -5.71938e-05 -2.34397e-05 -6.43732e-05 0.000518221 -0.000249238 -0.002395 -0.000321661 -0.00329882 0.00296348 0.000223097 0.000517953 -0.000779779 0.000206069
internal_weight=0 3091 3065 3045 3020 2998 2969 89 67 44 2880 2860 2835 141 2694 2660 56 2604 2584 2549 614 1935 145 122 64 58 575 529 202 180
internal_count=3121 3091 3065 3045 3020 2998 2969 89 67 44 2880 2860 2835 141 2694 2660 56 2604 2584 2549 614 1935 145 122 64 58 575 529 202 180
is_linear=0
shrinkage=0.1


Tree=726
num_leaves=31
num_cat=0
split_feature=403 403 16 43 403 1185 16 1210 1210 398 2 133 132 16 133 12 132 1203 400 12 16 132 13 400 15 15 15 0 0 15
split_gain=0.0146556 0.0998629 0.080589 0.0891972 0.0195747 0.0176181 0.0238251 0.0176052 0.0213752 0.015388 0.0404151 0.0231739 0.06931 0.0499358 0.0266011 0.064972 0.0240081 0.0912059 0.0585957 0.0627227 0.0807531 0.0348443 0.0341022 0.0395178 0.0188354 0.0741447 0.0702002 0.0645088 0.0634726 0.148958
threshold=-0.53960999999999981 -0.53255499999999989 -0.080509999999999984 -0.036954999999999995 -0.52445499999999989 0.08790000000000002 -0.084939999999999988 0.12347000000000001 0.0028200000000000005 0.10071000000000001 0.092875000000000013 -0.46007999999999999 -0.020824999999999996 -0.082039999999999988 -0.40071499999999999 0.10866500000000003 -0.083919999999999981 0.086085000000000009 -0.077004999999999976 0.091840000000000019 -0.080344999999999986 -0.011165 -0.011289999999999998 -0.016164999999999995 -0.07490999999999999 -0.073184999999999986 -0.077219999999999983 -0.26343999999999995 -0.11013499999999998 0.083195000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -3 7 -7 8 9 11 -11 12 -6 -14 15 -13 17 22 19 20 -18 -20 -16 -24 26 -26 -23 -27 29 -29
right_child=1 4 3 -5 5 6 -8 -9 -10 10 -12 14 13 -15 16 -17 18 -19 21 -21 -22 24 23 -25 25 27 -28 28 -30 -31
leaf_value=0.0068361931294202809 -0.0069074360432014583 0.0026441804532493867 -0.0040009227510767456 0.003672770703477519 -0.0028522316285449524 -0.00065101819461481445 0.00371305406362557 -0.0025397066126710607 0.0030850779265165331 -0.0051974066440016037 0.0010137151376428928 -0.0054159092990348342 0.0067223578519015406 0.00052001740410923967 0.002500452038733975 0.0018877352011345682 -0.001136222905056043 0.007525912192650139 0.0040458907683690393 0.0014870527014136316 -0.0099158883857307957 0.00018534031800660573 0.00073883391083463248 -0.0043804011442698547 -0.0063028327470237861 0.0054675331944599751 0.0061751229554647584 -0.0046620242158431063 -2.0056725884058034e-05 0.0011870795195919309
leaf_weight=20 21 28 33 28 23 22 29 28 22 20 22 29 27 25 38 21 22 20 21 20 20 903 38 25 20 20 20 97 1380 79
leaf_count=20 21 28 33 28 23 22 29 28 22 20 22 29 27 25 38 21 22 20 21 20 20 903 38 25 20 20 20 97 1380 79
internal_value=0 -3.5372e-05 0.00132754 -0.000478572 1.24297e-05 -1.22072e-05 0.00183051 -4.41728e-05 -2.01773e-05 -4.38159e-05 -0.00194396 -1.57941e-05 0.0017187 0.00374046 -6.27062e-05 -0.00234838 -2.07365e-05 0.00135621 -8.47681e-05 -0.00312216 -0.00531702 -1.06271e-05 0.000134484 -0.00129261 -4.44448e-05 -0.000252394 0.00031513 -0.000175612 -0.000248146 -0.00203657
internal_weight=0 3040 81 61 3019 2991 51 2940 2912 2890 42 2848 75 52 2773 50 2723 121 2602 62 42 2540 101 63 2519 1596 923 1576 1556 176
internal_count=3121 3040 81 61 3019 2991 51 2940 2912 2890 42 2848 75 52 2773 50 2723 121 2602 62 42 2540 101 63 2519 1596 923 1576 1556 176
is_linear=0
shrinkage=0.1


Tree=727
num_leaves=31
num_cat=0
split_feature=399 1201 1203 1213 403 16 2 403 42 16 0 1213 1212 133 16 1213 1211 403 2 403 403 1186 390 401 42 43 1212 403 4 132
split_gain=0.0138971 0.0295393 0.0214703 0.0133188 0.0564351 0.102567 0.0951324 0.0402643 0.0403483 0.0290524 0.0513581 0.0238635 0.0621215 0.0708845 0.0460525 0.0232872 0.0291404 0.044405 0.0418877 0.0287122 0.0367623 0.031257 0.0376268 0.0338309 0.0743412 0.101957 0.0585577 0.0434361 0.0766174 0.0386378
threshold=-0.087854999999999989 -0.08126499999999999 -1.0000000180025095e-35 -0.09280999999999999 0.104315 -0.078844999999999985 0.085045000000000023 0.4024950000000001 0.086950000000000013 -0.085589999999999986 -0.077259999999999981 -0.082414999999999974 0.087685000000000013 -0.011534999999999998 -0.088159999999999988 -0.080769999999999995 -0.41719499999999993 0.10301500000000001 0.090425000000000019 0.098420000000000021 0.090990000000000015 0.088465000000000016 0.087590000000000015 0.090205000000000021 -0.088669999999999985 -0.0090299999999999981 -0.014129999999999998 0.022375000000000003 -0.07168999999999999 0.083225000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 -6 -9 -11 12 13 14 -5 -13 -17 19 -19 20 21 22 23 26 -25 -26 -18 -28 -29 -30
right_child=1 2 3 11 7 -7 -8 9 -10 10 -12 15 -14 -15 -16 16 17 18 -20 -21 -22 -23 -24 24 25 -27 27 28 29 -31
leaf_value=0.0019265132704497996 -0.0038537617027759557 0.0029204582832753657 0.0014553631605979589 0.0014649047993589193 0.00017762448557693026 -0.0024378465998563031 0.011092133601196111 -0.001849155650812794 -0.0057456785387804974 0.005970835448666053 -0.0010308499634265899 0.0032246986880305815 -0.0049964869860559709 0.0042047126451507212 -0.0048178961716725359 -0.0035862931989275081 0.003871667016248562 -0.00010199368407484145 0.005233926917876928 -0.0037550831723603463 0.0033805906171760249 -0.0037536585541523022 0.0038902637238303821 -0.0069131280518258398 0.0045557104125618936 -0.0041586584411561489 -7.6381762390472567e-06 -0.0069694754257798204 -0.0023555609136537621 0.0032146565988659861
leaf_weight=37 20 25 21 20 23 21 20 22 23 22 20 22 35 27 28 23 38 28 31 21 31 23 24 23 25 29 2361 25 33 20
leaf_count=37 20 25 21 20 23 21 20 22 23 22 20 22 35 27 28 23 38 28 31 21 31 23 24 23 25 29 2361 25 33 20
internal_value=0 -2.31132e-05 1.89107e-06 -2.21182e-05 0.000832589 0.00324533 0.00615623 -0.000527321 -0.00278403 0.00109469 0.0026367 -7.33946e-05 -0.00151775 0.000105657 -0.00220006 -1.5767e-05 -4.18329e-05 -1.1773e-05 0.00270163 -7.21162e-05 -4.27308e-05 -8.35316e-05 -5.07881e-05 -8.78222e-05 -0.00215208 -0.000124228 -2.36527e-05 -8.43424e-05 -0.00240612 -0.000253592
internal_weight=0 3084 3064 3039 172 62 41 110 46 64 42 2867 110 75 48 2757 2735 2712 59 2653 2632 2601 2578 2554 77 54 2477 2439 78 53
internal_count=3121 3084 3064 3039 172 62 41 110 46 64 42 2867 110 75 48 2757 2735 2712 59 2653 2632 2601 2578 2554 77 54 2477 2439 78 53
is_linear=0
shrinkage=0.1


Tree=728
num_leaves=31
num_cat=0
split_feature=1453 1444 480 479 480 482 1452 484 0 51 483 152 50 481 157 481 481 1447 43 481 1447 43 472 1420 156 157 1429 474 1429 475
split_gain=0.0137907 0.0185243 0.0182698 0.030669 0.0224691 0.0160426 0.0175889 0.0976171 0.103511 0.0213593 0.0863128 0.0515916 0.0271264 0.0258953 0.0504045 0.0262688 0.0247486 0.0394007 0.0525573 0.0680071 0.0501464 0.0279687 0.0208788 0.028635 0.0270023 0.0219378 0.0295859 0.0383523 0.0292697 0.0526237
threshold=-0.087504999999999986 -0.085554999999999978 0.12106000000000001 0.10061500000000002 -0.088394999999999987 -0.43851499999999993 0.093985000000000013 -0.070054999999999992 -0.077429999999999985 -0.43587999999999999 0.055770000000000007 0.087525000000000006 -0.23848499999999997 -0.087974999999999984 -0.018414999999999997 -0.086219999999999977 -0.081334999999999977 -0.063929999999999987 -0.083269999999999997 -0.050084999999999991 -0.083899999999999988 -0.022084999999999997 1.0000000180025095e-35 -0.083279999999999979 -0.084854999999999986 -0.37163499999999994 0.11715000000000002 0.11325 -1.0000000180025095e-35 -0.0029899999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 9 -8 -9 10 -7 12 -11 14 -14 -15 21 18 -18 20 -20 -17 23 -19 -25 -26 27 28 29 -27
right_child=1 2 -4 -5 5 6 7 8 -10 11 -12 -13 13 15 -16 16 17 22 19 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.001919119107864193 0.0028503900272366794 0.0029412594928334541 0.0028731541813943875 -0.0030509567865396317 0.0025637356059936187 0.005996415663797122 -0.0068762546774688293 0.0063867275137454273 -0.0037872920953668657 0.0028546472397548233 -0.0025141844785221937 -0.0050925333052873611 -0.0014542904402002354 -0.0033651270437985662 0.0048475056898314509 -0.00010320623017226656 0.001882384876396669 -0.0032766581866545256 0.0020260663897109527 -0.00851420066319406 -0.0048846846069431028 0.0048330545975742017 0.0032063485775142911 0.0036571179528255022 -0.0026334584108553827 0.0033973953430540861 0.0033572703904400656 -0.0039306092597544201 -5.8527313215594795e-05 -0.0023201632948422978
leaf_weight=37 23 26 22 33 24 26 23 20 20 33 22 20 22 24 30 24 23 27 21 20 21 22 20 20 32 60 26 25 2353 22
leaf_count=37 23 26 22 33 24 26 23 20 20 33 22 20 22 24 30 24 23 27 21 20 21 22 20 20 32 60 26 25 2353 22
internal_value=0 2.30244e-05 1.77994e-06 -1.90066e-05 1.42783e-05 -1.12591e-05 -3.21657e-05 -0.00168516 0.00129972 3.83109e-06 0.00209572 -3.14627e-05 4.36788e-06 -2.9321e-05 0.00218136 -7.12755e-05 -4.21693e-05 -8.1791e-05 -0.00220024 -0.00371476 -0.00142931 0.00225761 -1.21323e-05 -3.72277e-05 -2.76562e-06 -3.18354e-05 1.65292e-06 -3.3813e-05 6.19522e-06 0.00186342
internal_weight=0 3084 3061 3039 3006 2980 2956 63 40 2893 48 2845 2825 2792 52 2740 2716 2670 85 62 42 46 2585 2565 2538 2518 2486 2460 2435 82
internal_count=3121 3084 3061 3039 3006 2980 2956 63 40 2893 48 2845 2825 2792 52 2740 2716 2670 85 62 42 46 2585 2565 2538 2518 2486 2460 2435 82
is_linear=0
shrinkage=0.1


Tree=729
num_leaves=31
num_cat=0
split_feature=1426 1426 156 12 2 2 11 16 3 13 3 0 42 15 47 42 1429 133 12 484 13 15 4 1 42 16 2 42 14 51
split_gain=0.0131302 0.0184422 0.0148846 0.036506 0.0317014 0.0252121 0.0215452 0.0176229 0.0490409 0.0642456 0.0853195 0.055838 0.0449999 0.0689216 0.0603254 0.0696841 0.0533673 0.051331 0.0687947 0.0550717 0.044229 0.0419098 0.041082 0.0510335 0.0407257 0.0416259 0.0672003 0.0866618 0.0311686 0.0768524
threshold=-0.10090499999999998 -0.052649999999999995 0.11715000000000002 0.092200000000000018 0.10699500000000002 0.10912000000000001 -1.0000000180025095e-35 0.058835000000000005 -0.24190499999999995 0.06370000000000002 -0.11171999999999999 -0.090809999999999988 0.089390000000000011 -0.088184999999999986 0.089360000000000009 0.086375000000000021 0.084885000000000002 0.093615000000000018 0.090345000000000023 0.015535000000000002 -0.08645499999999999 -0.033689999999999991 -0.17966999999999997 0.080000000000000016 0.091295000000000015 0.51222500000000004 0.10045500000000002 0.096035000000000023 -0.24277999999999997 0.078435000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 5 -5 -4 -3 22 -9 11 -11 -10 13 -13 15 16 17 18 19 20 -15 -12 23 -8 -14 26 27 -26 29 -24
right_child=1 2 3 4 -6 -7 7 8 9 10 21 12 24 14 -16 -17 -18 -19 -20 -21 -22 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=0.002492067732271694 -0.0022360875107650018 -0.0027875138346904089 0.00099054484162479643 0.0021613931434694678 -0.003339550572193482 0.006011713276384399 -0.00027085654718544462 -0.0052577284563864977 0.0028664137942924803 0.0071411601677536969 0.0033009863543239509 -0.0076138224499300126 0.0033095016595766401 0.00044564554002135992 0.0027684134945016488 -0.0074209257708968265 0.0023132855534523486 0.0015699566874120916 -0.0069768348968971307 0.0024006226798519493 -0.005419532046329955 -0.0024870641854720129 0.0057605766064126891 0.0056120800347707707 -0.0037921637704130262 0.0016238328667289655 -0.0060076518366778539 0.0051207464048638948 -9.6929457152199024e-06 -0.0014012634713034115
leaf_weight=21 37 28 20 20 22 20 29 21 38 25 22 20 33 20 29 22 31 28 34 24 36 29 31 30 24 48 28 20 2302 29
leaf_count=21 37 28 20 20 22 20 29 21 38 25 22 20 33 20 29 22 31 28 34 24 36 29 31 30 24 48 28 20 2302 29
internal_value=0 -1.68817e-05 9.92551e-06 0.00133906 -0.000720054 0.00350113 -2.66357e-05 -4.57395e-07 -0.000521591 -0.000326955 0.0023556 -0.000795632 -0.00114616 -0.00198922 -0.00148702 -0.00211988 -0.00144576 -0.0022664 -0.00320866 -0.00160719 -0.00332483 9.74193e-06 0.000114059 0.00272047 0.000198342 -0.000657227 -0.00217793 0.000259159 4.89535e-05 0.00229902
internal_weight=0 3100 3063 82 42 40 2981 2953 532 511 76 435 397 244 224 195 173 142 114 80 56 51 2421 59 153 120 72 44 2362 60
internal_count=3121 3100 3063 82 42 40 2981 2953 532 511 76 435 397 244 224 195 173 142 114 80 56 51 2421 59 153 120 72 44 2362 60
is_linear=0
shrinkage=0.1


Tree=730
num_leaves=31
num_cat=0
split_feature=131 1203 1201 130 0 160 49 3 130 0 130 400 2 1213 1213 403 402 402 1212 42 133 133 133 13 12 1212 402 130 403 1213
split_gain=0.013203 0.0174949 0.0215796 0.0151927 0.0487456 0.0395924 0.0650282 0.0427778 0.025866 0.08306 0.042174 0.0458318 0.0313397 0.0233377 0.0310261 0.0590405 0.0465269 0.0478068 0.0499397 0.113723 0.0313848 0.0482445 0.0800089 0.0796546 0.0696158 0.0627025 0.0541445 0.0463189 0.0753167 0.0745453
threshold=0.13857500000000003 -1.0000000180025095e-35 -0.081779999999999978 0.09721500000000001 -0.06563999999999999 0.096485000000000015 0.09567500000000001 -0.085784999999999986 0.090185000000000015 -0.07929499999999999 0.087820000000000023 -0.10103999999999999 0.089125000000000024 -0.52488999999999997 -0.09280999999999999 -0.070544999999999983 0.2506000000000001 0.11320500000000001 0.11534000000000001 0.09858500000000002 -0.14816999999999997 -0.023589999999999996 -0.047229999999999987 -0.0044799999999999987 0.085055000000000006 -0.073259999999999978 0.094195000000000015 0.0016050000000000003 -0.084674999999999986 0.031805000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 6 7 -5 10 12 11 -4 -10 -13 15 -15 17 18 20 -20 -16 22 23 24 -22 -23 27 29 -29 -27
right_child=-2 2 3 4 -6 -7 -8 -9 9 -11 -12 13 -14 14 16 -17 -18 -19 19 -21 21 25 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0024623570032417776 -0.002387078786673753 0.0029814536954897147 0.0045615536076101387 -0.0036837040045266524 0.002191638856847452 0.0017809066417006155 -0.0059584363530843683 0.0014458688463688503 0.001987870339126814 -0.0023895823965883918 -0.0040309163455206623 -0.0031929827325612955 0.0074511443874576977 0.0058747261920943858 0.0014054579639823401 0.00048186944139295653 -0.0047582578124655862 0.0036928368199476286 -0.0087578535856058203 0.001318773365346715 -0.005384829806765387 0.0056149345362791793 -0.0071996805321594528 0.0016907028609122604 -0.00069560097500441541 -2.5212982526706006e-05 0.0051673560147173711 -0.0015363766020163895 0.0066261172473717203 -0.0035746572415161211
leaf_weight=29 23 24 22 29 38 24 39 37 21 27 26 23 21 25 145 108 21 34 21 24 48 20 22 78 93 1972 20 20 26 61
leaf_count=29 23 24 22 29 38 24 39 37 21 27 26 23 21 25 145 108 21 34 21 24 48 20 22 78 93 1972 20 20 26 61
internal_value=0 1.7722e-05 -5.37815e-06 -2.89197e-05 -0.000956199 -0.00188347 -0.00272104 -0.000808034 2.4887e-05 0.00193769 -2.20989e-05 1.53532e-05 0.00471951 -2.08715e-05 5.7752e-06 0.00149556 -7.0287e-05 -3.21881e-05 -8.18551e-05 -0.00338365 -2.25414e-05 -0.000110279 -0.00145096 -0.000873461 -0.00229193 4.22007e-05 -1.08983e-05 -6.07131e-05 0.00307721 -0.000131714
internal_weight=0 3098 3069 3045 167 129 105 66 2878 69 2809 2783 42 2761 2738 133 2605 2584 2550 45 2505 2360 241 219 141 2119 2099 2079 46 2033
internal_count=3121 3098 3069 3045 167 129 105 66 2878 69 2809 2783 42 2761 2738 133 2605 2584 2550 45 2505 2360 241 219 141 2119 2099 2079 46 2033
is_linear=0
shrinkage=0.1


Tree=731
num_leaves=31
num_cat=0
split_feature=402 402 1212 1211 1212 1447 1447 1447 1212 1212 160 52 1419 1429 475 152 40 49 48 43 49 42 0 1 48 48 1 51 15 15
split_gain=0.0141781 0.0195842 0.0164629 0.0288503 0.0238345 0.0219016 0.0811872 0.0344246 0.0879493 0.023039 0.0215649 0.0232049 0.0183002 0.0192724 0.0212871 0.0226501 0.0290261 0.0248843 0.0438391 0.0435688 0.0394072 0.0327877 0.0245817 0.15319 0.0291451 0.100787 0.0704247 0.0440297 0.075679 0.152325
threshold=0.27918000000000004 0.13924000000000003 0.13795000000000002 0.11986000000000001 0.11930500000000001 -0.085804999999999979 -0.086359999999999978 -0.083354999999999985 0.041590000000000009 0.10761500000000002 -0.16266999999999995 -0.0027449999999999996 0.11420000000000001 -0.23587499999999997 0.093020000000000005 0.083250000000000018 -0.23755499999999996 -0.14750499999999997 0.086665000000000006 -0.085594999999999991 -0.097394999999999995 0.084535000000000013 -0.24955499999999997 0.10684 0.092205000000000023 0.097500000000000017 0.102705 0.14330000000000001 -0.083359999999999976 -0.11713499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 10 8 -7 12 -1 -12 13 -9 15 16 -15 18 19 -18 21 -19 23 -22 -24 26 -26 28 29 -27
right_child=-2 -3 -4 -5 -6 7 -8 9 -10 -11 11 -13 -14 14 -16 -17 17 20 -20 -21 22 -23 24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0024266148777678611 0.002163467830978334 -0.0027539468647983789 0.0026675331952941161 -0.0032722637540212383 0.0032180087328331705 0.0053468231974157362 -0.0068249428687109197 -0.002882031854824163 -0.0024879325991091525 0.002702559566035146 0.0001919329515658319 -0.0036116682635822699 0.0029752280924003572 0.0031076999702330296 0.0025281843205448244 -0.0031246206805614447 0.003121388255618513 0.0059518415387719873 -0.0044732822847020409 -0.0026221110202771214 0.0083712210790032448 0.00035743608075956054 -0.00023031840631853738 -0.0037074722460515444 0.0069085087382700291 0.00066578169219913737 -0.00035912842955440285 -0.0041806050940067507 0.0028802891450657232 -0.00796288893907331
leaf_weight=25 30 26 23 27 23 38 22 24 23 31 53 23 20 29 32 24 25 20 35 28 21 22 2196 21 40 96 20 24 74 26
leaf_count=25 30 26 23 27 23 38 22 24 23 31 53 23 20 29 32 24 25 20 35 28 21 22 2196 21 40 96 20 24 74 26
internal_value=0 -2.09978e-05 2.1855e-06 -1.79667e-05 1.11763e-05 -1.34752e-05 -0.00132016 4.2545e-05 0.00239273 -8.50973e-06 -0.000121095 -0.000959157 -3.87737e-05 -6.06381e-05 -3.58619e-05 -6.62393e-05 -3.88201e-05 -7.32797e-05 -0.0017267 8.70868e-05 -1.64435e-05 0.00302144 -6.71151e-05 0.00233187 -0.000107809 0.000853016 0.00448596 -0.000137787 0.000357252 -0.00117312
internal_weight=0 3091 3065 3042 3015 2992 123 2869 61 2808 101 76 2777 2757 2733 2701 2677 2648 88 53 2560 42 2518 42 2476 280 60 220 196 122
internal_count=3121 3091 3065 3042 3015 2992 123 2869 61 2808 101 76 2777 2757 2733 2701 2677 2648 88 53 2560 42 2518 42 2476 280 60 220 196 122
is_linear=0
shrinkage=0.1


Tree=732
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1208 1210 131 15 131 131 43 131 131 15 42 2 2 479 0 130 150 130 16 398 15 15 15 15 2 52 1447
split_gain=0.0126697 0.0351696 0.026394 0.122816 0.0139527 0.0163607 0.0862946 0.0413049 0.0322547 0.0873098 0.049731 0.0248976 0.0215005 0.0601079 0.0634937 0.0436916 0.0337471 0.062612 0.0296261 0.0375351 0.0271353 0.0429151 0.03805 0.0354057 0.0560883 0.073182 0.0599971 0.253436 0.0554925 0.0935324
threshold=0.11846000000000001 0.10383000000000002 0.2506000000000001 0.092250000000000013 0.0028200000000000005 0.11863000000000001 0.093115000000000017 0.13702500000000004 0.10954500000000002 -0.070064999999999975 0.11495000000000001 0.10258000000000002 0.12044500000000001 0.091955000000000023 0.13622000000000004 0.10327000000000001 0.10061500000000002 -0.082974999999999979 -0.22461999999999996 0.13879000000000002 0.12174000000000001 -0.074319999999999983 0.10071000000000001 0.08517000000000001 0.084735000000000019 0.084510000000000016 0.081070000000000017 0.084515000000000021 0.008405000000000001 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 -7 11 10 -10 12 16 15 -15 -14 18 -18 -1 20 22 -22 23 24 25 26 -20 -28 29 -25
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 -11 -12 -13 13 14 -16 -17 17 -19 19 -21 21 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=-0.0033848208805116325 0.0021982671191486027 -0.0033164758875500414 -0.0029355931437263887 0.0078556139540160077 0.0019783253009830206 -0.0017471859631283831 -0.0067531124773350633 0.0038854807493803297 0.0024814406496093231 0.0064872816417066914 -0.0037747673176151391 -0.0025572176962995376 0.0017012270986132565 0.0071702811211623533 0.00037377361524184899 -0.0037483810850452368 0.0010871425262303093 -0.0067308620261471901 -0.00010077991143571005 0.0042182504775978274 -0.00054395730257965629 0.005570630466734821 -0.0037362579817584321 0.0062700127065181731 -0.0039384139841422442 0.0052201253976672888 0.00022908311663890507 -0.012360986588256699 0.0016534664475893548 -0.00082287922848605158
leaf_weight=26 26 32 30 20 35 30 22 23 27 28 24 39 31 27 28 28 20 21 1788 21 24 22 28 20 40 25 67 21 284 264
leaf_count=26 26 32 30 20 35 30 22 23 27 28 24 39 31 27 28 28 20 21 1788 21 24 22 28 20 40 25 67 21 284 264
internal_value=0 -1.84669e-05 1.59883e-05 4.5183e-05 -6.66187e-06 -2.99911e-05 -0.00148824 0.000697179 7.68322e-06 0.00200061 -0.000462657 -4.8068e-05 -1.29309e-05 0.00133199 0.00371024 -0.000885028 -7.03329e-05 -0.0029172 -2.5952e-05 7.58506e-06 -2.6648e-05 0.00238041 -7.02919e-05 -2.93804e-05 -0.000232591 -0.000154615 -0.00022624 -0.00277537 0.000665043 -0.00032338
internal_weight=0 3095 3063 3033 3013 2978 75 53 2903 79 51 2824 2785 114 55 59 2671 41 2630 2604 2583 46 2537 2509 1941 1901 1876 88 568 284
internal_count=3121 3095 3063 3033 3013 2978 75 53 2903 79 51 2824 2785 114 55 59 2671 41 2630 2604 2583 46 2537 2509 1941 1901 1876 88 568 284
is_linear=0
shrinkage=0.1


Tree=733
num_leaves=31
num_cat=0
split_feature=402 402 1212 3 1211 1213 1213 1213 1213 1186 52 12 1213 1213 131 401 1212 1211 0 400 43 12 52 52 52 15 1 43 1 4
split_gain=0.0149767 0.0148949 0.0131669 0.0556275 0.0265604 0.0268806 0.0358087 0.0210467 0.0860484 0.0753823 0.0701023 0.0541799 0.0243986 0.0203815 0.0180072 0.0224653 0.0564413 0.0199111 0.0314358 0.0223062 0.0613286 0.0311075 0.0233917 0.149469 0.066327 0.0519481 0.10355 0.0848321 0.133779 0.267301
threshold=0.27918000000000004 0.13924000000000003 0.11930500000000001 -0.078244999999999995 0.11434500000000002 0.17417500000000002 0.11395000000000001 0.060985000000000004 0.084620000000000015 0.060550000000000007 0.090645000000000017 0.087385000000000004 0.031805000000000007 0.088165000000000007 -0.13752999999999996 -0.06959499999999999 -0.064959999999999976 0.08517000000000001 -0.085754999999999984 -0.077959999999999988 -0.0073899999999999999 0.087445000000000009 0.084735000000000019 0.08568000000000002 0.081010000000000013 -0.094549999999999981 0.086455000000000018 -0.0092949999999999994 0.081670000000000006 -0.072334999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 12 -9 10 11 13 14 -10 -1 16 -16 19 -19 20 21 -17 24 -24 -21 26 -25 -27 29 -29
right_child=-2 -3 3 -5 -6 -7 -8 8 9 -11 -12 -13 -14 -15 15 17 -18 18 -20 22 -22 -23 23 25 -26 27 -28 28 -30 -31
leaf_value=0.0026390058994293212 0.0022235674504190684 -0.0024049879405468417 0.0047516103942013745 -0.0012283997656777502 -0.0035753020357030133 0.0031345334904337371 -0.0033621438575210053 0.0062697871010405602 0.00027794386260211469 0.0050726191059726738 -0.0065614103708503541 -0.0032001717282193047 -0.0034541463229938278 0.0047925314842723315 -0.0011539365552986661 -0.0031380035847957642 0.0059449390929547097 -0.0051391734834760434 9.1577017748797394e-05 2.6358009626898e-06 0.0062213467960689399 0.0020827326998114587 -0.0085148105003020683 0.0052963345031932238 0.004397864977696112 0.00017322488655186792 -0.00058173328627247444 -0.0014249004998123198 0.0022985112906705281 -0.010925981903580042
leaf_weight=25 30 26 28 35 21 27 32 27 20 23 20 28 21 20 24 21 21 20 27 1805 21 25 23 46 35 374 86 123 48 39
leaf_count=25 30 26 28 35 21 27 32 27 20 23 20 28 21 20 24 21 21 20 27 1805 21 25 23 46 35 374 86 123 48 39
internal_value=0 -2.1581e-05 -1.36292e-06 0.00142938 -3.13886e-05 -6.42304e-06 -3.51319e-05 1.3036e-06 0.00120675 -2.48042e-05 -0.00135709 0.000173599 -5.84489e-05 0.00253524 -3.26402e-05 -5.70343e-05 0.00215887 -9.40621e-05 -0.00213427 -5.78225e-05 0.00174356 -0.000300647 -0.000104621 -0.000579837 8.62407e-05 -0.000324943 0.00146668 -0.0007299 -0.00233832 -0.0037122
internal_weight=0 3091 3065 63 3002 2981 2954 2922 138 111 88 68 2784 40 2763 2738 45 2693 47 2646 67 46 2579 739 1840 716 132 584 210 162
internal_count=3121 3091 3065 63 3002 2981 2954 2922 138 111 88 68 2784 40 2763 2738 45 2693 47 2646 67 46 2579 739 1840 716 132 584 210 162
is_linear=0
shrinkage=0.1


Tree=734
num_leaves=31
num_cat=0
split_feature=1210 1210 13 1209 1210 132 158 1452 44 1455 2 15 2 1452 51 483 482 479 159 473 483 12 160 158 0 158 482 1456 1456 40
split_gain=0.0125557 0.0163514 0.0376451 0.0138447 0.0204851 0.0127902 0.0142489 0.0161483 0.0201533 0.019867 0.0647261 0.0821432 0.0329213 0.0214854 0.0560151 0.0218703 0.0218952 0.0212957 0.0432226 0.023816 0.020623 0.0477744 0.0416411 0.0243211 0.0974776 0.0365578 0.0404799 0.03 0.0818155 0.0234518
threshold=-0.42132499999999995 -0.12043 -0.049279999999999997 -0.090519999999999975 -0.083289999999999989 0.15255000000000002 0.14551500000000003 0.11850000000000001 0.10049500000000001 0.090900000000000022 0.093320000000000014 -0.068899999999999975 0.088475000000000012 0.084885000000000016 -0.014565 0.13640000000000002 0.11524000000000002 0.10713500000000002 0.13810000000000003 0.077695000000000014 -0.040619999999999996 0.087765000000000024 0.26691500000000007 0.10667500000000002 -0.085669999999999982 0.10254000000000001 0.087425000000000017 -0.091834999999999986 -0.006794999999999999 -0.24452499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 7 8 9 13 12 -12 -11 15 -15 16 17 18 19 20 21 -6 23 25 -25 27 -27 -22 -29 -30
right_child=1 3 -4 4 5 -7 -8 -9 -10 10 11 -13 -14 14 -16 -17 -18 -19 -20 -21 22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.0022320528775453571 -0.0051067584473639726 0.0023522210065275431 0.00095531743995490531 0.0023604838151691692 0.0044613882848352658 -0.0022475519665301996 0.0026402541389688849 -0.0028698006505146626 -0.0026416923613929804 0.0018547816380091451 0.0039327524533622309 -0.0037092461835037775 0.0068906080864724667 -0.0059365565168925313 0.00037408890381741985 -0.0032188838835628258 0.0025424210955594284 0.0024043313359369579 -0.004675517226569355 0.0033451079762363365 0.0033355106504481787 -0.0010468419791469653 -0.0042262634902726862 0.0027837546505033971 -0.0053444782524214446 0.0058931746054440744 -0.00032292203046381475 -0.0064487892470788209 -0.0034354940149933103 3.4587825960099605e-06
leaf_weight=25 20 25 21 36 32 26 20 20 29 34 22 39 21 22 39 21 34 36 20 21 26 31 24 25 36 22 20 20 20 2334
leaf_count=25 20 25 21 36 32 26 20 20 29 34 22 39 21 22 39 21 34 36 20 21 26 31 24 25 36 22 20 20 20 2334
internal_value=0 -1.80237e-05 -0.00200179 8.59973e-06 -1.07371e-05 -3.92488e-05 -1.99038e-05 -3.7951e-05 -1.86077e-05 7.63215e-06 0.00128987 -0.000953116 0.00377755 -4.58138e-05 -0.00190188 -4.2193e-06 2.07744e-05 -1.13726e-05 -4.44267e-05 -8.953e-06 -3.61481e-05 0.00175099 -8.07028e-05 -4.09531e-05 -0.00201324 8.3136e-06 0.00293313 -4.28707e-05 -7.98706e-05 -2.57592e-05
internal_weight=0 3096 41 3055 3030 2994 2968 2948 2928 2899 116 61 55 2783 61 2722 2701 2667 2631 2611 2590 63 2527 2503 61 2442 42 2400 2374 2354
internal_count=3121 3096 41 3055 3030 2994 2968 2948 2928 2899 116 61 55 2783 61 2722 2701 2667 2631 2611 2590 63 2527 2503 61 2442 42 2400 2374 2354
is_linear=0
shrinkage=0.1


Tree=735
num_leaves=31
num_cat=0
split_feature=402 1209 4 1210 1212 0 4 52 402 42 3 1208 1209 132 400 132 132 132 48 16 393 400 42 400 130 394 4 16 16 447
split_gain=0.013101 0.0155039 0.144474 0.013737 0.0747497 0.0825236 0.0978871 0.0972313 0.0598774 0.0376871 0.0308011 0.0156453 0.0321086 0.0147667 0.0260103 0.0163398 0.0198375 0.0487653 0.043276 0.0574232 0.0225233 0.0466985 0.0393557 0.0503103 0.0413309 0.0324937 0.029989 0.0862017 0.081442 0.0645726
threshold=0.27918000000000004 -0.085894999999999985 -0.080584999999999976 -0.0061249999999999994 0.086920000000000011 -0.087319999999999995 -0.081224999999999978 0.085815000000000016 -0.0097849999999999968 -0.090684999999999988 -0.08824499999999999 0.10737500000000001 0.083050000000000013 0.13958500000000004 -0.095334999999999989 0.11741000000000001 0.090145000000000017 0.093030000000000015 0.081805000000000017 -0.15241499999999997 0.085075000000000012 -0.082199999999999981 -0.076394999999999977 -0.083039999999999989 -0.072444999999999982 0.0057250000000000009 -0.0092149999999999992 -0.15241499999999997 -0.11118499999999999 0.086765000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 -7 -8 -6 -11 12 13 14 -5 16 20 -18 19 -19 21 -16 -22 -24 -25 26 27 -23 -29 -30
right_child=-2 3 -4 11 9 6 8 -9 -10 10 -12 -13 -14 -15 15 -17 17 18 -20 -21 22 25 23 24 -26 -27 -28 28 29 -31
leaf_value=0.0029979830952860148 0.0020796687932064135 0.0075777131635695709 -0.0078310425393283371 0.0033150168095269932 0.0022456891626643485 0.0023829661263152957 0.00092023569935311886 -0.0074776269914582378 0.0083288535964675253 -0.0057404782707718288 -0.0010155316793856943 -0.002280312617339434 0.0033480240281538241 -0.0025250521294462188 -0.0040122488110015796 0.0022209615630638456 -0.0046773674548603594 0.0012081432695451536 0.0029196322655245183 -0.0043263990139412517 0.004671584681987211 -0.0063364019656243428 0.0037190056025671464 0.00053195422224234796 -0.0048803657048015993 0.0039715551878907723 0.0003104748944969865 0.0048615610883765235 -0.00052810116631230714 0.0039545977262384962
leaf_weight=28 30 25 22 23 20 20 24 20 20 22 37 31 28 24 30 31 32 38 31 37 27 24 30 43 21 20 1095 30 1225 33
leaf_count=28 30 25 22 23 20 20 24 20 20 22 37 31 28 24 30 31 32 38 31 37 27 24 30 43 21 20 1095 30 1225 33
internal_value=0 -2.01844e-05 -0.00176679 8.53315e-06 0.000836494 0.00253406 0.00103297 -0.00254733 0.00428779 -0.00150571 -0.00277738 -4.60258e-05 -2.14819e-05 -5.52493e-05 -3.38503e-05 -6.18896e-05 -8.79457e-05 -0.00125605 -0.000223195 -0.00152223 -2.54174e-05 -9.10115e-05 0.00130652 0.000339963 -0.00124396 -4.25414e-05 -7.58949e-05 -0.000398361 -0.000287714 -0.00041051
internal_weight=0 3091 50 3041 188 109 84 40 44 79 59 2853 2822 2794 2770 2747 2716 138 106 75 2578 2457 121 94 64 2427 2407 1312 1288 1258
internal_count=3121 3091 50 3041 188 109 84 40 44 79 59 2853 2822 2794 2770 2747 2716 138 106 75 2578 2457 121 94 64 2427 2407 1312 1288 1258
is_linear=0
shrinkage=0.1


Tree=736
num_leaves=31
num_cat=0
split_feature=40 1 47 48 376 43 44 0 15 4 40 15 0 52 42 2 15 15 15 3 15 42 13 0 1 3 47 13 12 1
split_gain=0.0131118 0.0187073 0.0292175 0.02149 0.0205111 0.0265018 0.0217648 0.0303384 0.0225639 0.0216367 0.0288838 0.0215699 0.043207 0.0792403 0.182736 0.0854479 0.0646435 0.126431 0.111546 0.116031 0.0804677 0.0572945 0.0564882 0.0482863 0.0458242 0.0445024 0.0422754 0.0422751 0.0574076 0.129715
threshold=-0.23755499999999996 0.15618500000000002 0.13975500000000002 0.15068000000000001 0.087615000000000012 -0.076834999999999987 0.099360000000000018 -0.24955499999999997 -0.56368999999999991 0.51608000000000009 -1.0000000180025095e-35 -0.11713499999999999 -0.097024999999999986 0.084735000000000019 0.084755000000000011 0.08839000000000001 1.0000000180025095e-35 0.09006500000000002 -0.015039999999999998 -0.070649999999999977 -0.062284999999999993 -0.085874999999999993 0.27266500000000005 0.14486500000000005 0.078340000000000007 -0.11171999999999999 0.12209500000000001 -0.091559999999999989 -0.07983999999999998 0.087325000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 -9 11 -11 -10 13 16 -15 -16 18 24 19 20 -13 -21 23 26 -18 -19 -14 -23 -29 -30
right_child=1 -3 -4 -5 5 -7 -8 8 9 10 -12 12 22 14 15 -17 17 25 -20 21 -22 27 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0020138119987677785 0.0028319263037898251 -0.002197139599145605 0.0034115546811372046 -0.0032090079161294161 0.0046982152077058954 0.00027170007417321601 -0.0033234980469569564 0.0032161306545493151 0.00074902739145815559 0.00060246081113637918 -0.0043424273026175797 -0.0072854337252543436 7.4168772946141701e-05 -0.0088298839934838891 0.0051697340084328539 -0.0033353747765499132 0.0091609093355059269 0.001759493201971054 -0.007069588324119306 0.0058109200093895202 0.0006659555155783892 0.0028609951123277229 -0.0049881256714632569 0.0031146234899586908 0.0026999050366651755 -0.0039111836404058962 -0.0045464500412344937 -0.0053264947790328575 -0.0051335629487696752 0.0038138618796988025
leaf_weight=32 37 39 25 21 21 38 20 21 310 21 27 35 1990 39 21 27 21 25 29 21 20 41 22 52 23 31 20 23 26 43
leaf_count=32 37 39 25 21 21 38 20 21 310 21 27 35 1990 39 21 27 21 25 29 21 20 41 22 52 23 31 20 23 26 43
internal_value=0 -2.08618e-05 6.96604e-06 -2.11711e-05 1.11409e-06 0.00184724 -3.58711e-05 -1.33916e-05 -4.98448e-05 -7.37672e-05 -0.00217904 -3.792e-05 -0.000135151 -0.00105408 -0.00374547 0.00038561 -0.000361324 0.00177218 -0.00125775 -0.000451325 -0.00439402 0.00095678 5.22498e-05 0.000106027 0.00578357 -0.00137963 2.81925e-05 0.000190337 -0.000999847 0.000442368
internal_weight=0 3089 3050 3025 3004 59 2945 2925 2888 2867 48 2819 2509 425 87 48 338 100 238 209 55 154 2084 2062 44 56 2010 133 92 69
internal_count=3121 3089 3050 3025 3004 59 2945 2925 2888 2867 48 2819 2509 425 87 48 338 100 238 209 55 154 2084 2062 44 56 2010 133 92 69
is_linear=0
shrinkage=0.1


Tree=737
num_leaves=31
num_cat=0
split_feature=473 16 50 50 158 43 484 158 15 15 106 9 1 160 12 16 13 131 1 3 1 96 34 132 133 43 16 16 43 3
split_gain=0.0126739 0.0195599 0.0142233 0.0193973 0.0172339 0.0485377 0.0518902 0.0298286 0.069415 0.0531188 0.0285211 0.0265757 0.0390935 0.025035 0.0183787 0.0729887 0.04231 0.0297907 0.0271079 0.0547392 0.0489726 0.026769 0.0448516 0.0266655 0.0384372 0.0293519 0.0240561 0.119792 0.0719422 0.0513916
threshold=-0.072684999999999986 0.64105000000000001 -0.47248999999999991 -0.46347499999999997 0.11817500000000002 -0.011694999999999999 -0.059599999999999993 0.10722000000000002 0.088345000000000021 -0.091964999999999977 0.088100000000000012 -0.092939999999999981 0.15964000000000003 0.31396500000000005 0.11903500000000002 -0.08231999999999999 0.10935500000000002 -0.13752999999999996 0.14262000000000002 0.32202000000000003 0.13756000000000004 0.083725000000000008 -0.085644999999999985 -0.21736499999999997 -0.54084999999999994 0.28064000000000006 -0.16927999999999996 -0.27167499999999994 -0.11278499999999998 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 6 -6 10 9 -9 11 -5 13 14 17 -16 -17 -13 20 -20 21 22 -19 -24 -25 26 27 28 -26 -30
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 -12 12 -14 -15 15 16 -18 18 19 -21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=0.0021986244103083248 0.002434395711558561 -0.0022732761688530447 -0.0031136128492653369 -0.0035546777503831051 0.00026909518404863778 -0.0013101654564679573 0.007472582370974124 -0.0011159379922208331 0.0022351297367688107 -0.0083169162180274734 0.0031968011737002859 0.003271026834166454 0.0042148929978297516 -0.0026747695409825873 0.0052903487043295177 0.001357755524586537 -0.0037731504533439876 -0.0043196976864710449 -0.0054502372310876301 0.001043561352416873 0.0038054747171841112 0.0030604399395761667 -0.0028038095167305854 0.0042359032978614179 -0.0054175117712778357 -0.0033395584517469015 9.5585401230941741e-05 -0.0067462983698914616 0.00077067421788210261 -0.0041899817884373273
leaf_weight=26 24 38 20 21 20 33 20 21 23 20 28 27 22 35 32 45 25 25 27 25 33 27 35 21 24 27 2116 31 227 23
leaf_count=26 24 38 20 21 20 33 20 21 23 20 28 27 22 35 32 45 25 25 27 25 33 27 35 21 24 27 2116 31 227 23
internal_value=0 -1.84699e-05 9.55847e-06 -9.62916e-06 1.09748e-05 0.00152874 0.00387084 -2.67112e-05 -0.00216195 -0.00462861 2.08046e-05 -1.04201e-05 1.59079e-05 -1.70253e-05 1.65563e-05 0.00133394 -0.000474711 -3.38082e-05 -6.75949e-05 -0.00232822 -2.21903e-05 -7.16085e-05 -0.000105047 -6.29676e-05 -2.4114e-05 -6.06583e-05 -2.40906e-05 -0.000854367 -0.000187762 0.000314294
internal_weight=0 3095 3057 3033 3013 73 40 2940 64 41 2876 2848 2827 2805 2770 102 70 2668 2641 52 2589 2556 2529 2504 2469 2448 2421 305 274 250
internal_count=3121 3095 3057 3033 3013 73 40 2940 64 41 2876 2848 2827 2805 2770 102 70 2668 2641 52 2589 2556 2529 2504 2469 2448 2421 305 274 250
is_linear=0
shrinkage=0.1


Tree=738
num_leaves=31
num_cat=0
split_feature=1447 3 160 16 160 480 481 133 4 50 0 16 16 1452 12 50 133 133 402 50 3 2 15 1 0 2 43 402 2 4
split_gain=0.0119521 0.0602929 0.0285554 0.0395504 0.0336943 0.0271841 0.0205208 0.0247971 0.027571 0.0177721 0.106422 0.0414215 0.0761686 0.0347471 0.031573 0.0244592 0.0274644 0.135018 0.0944104 0.0535521 0.0460486 0.0575652 0.0621219 0.111111 0.0459905 0.0379777 0.0345838 0.135732 0.0327406 0.0284815
threshold=-0.085804999999999979 -0.086224999999999982 -0.54913999999999985 -0.046599999999999996 -0.53327999999999987 -0.085809999999999984 -0.086484999999999992 0.085355000000000014 -0.0047449999999999992 0.11875500000000001 -0.087414999999999979 -0.050529999999999999 0.0039400000000000008 0.11727000000000001 0.091200000000000017 0.11700000000000001 0.11524500000000001 0.11101000000000001 0.090045000000000014 0.093975000000000017 -0.072624999999999981 0.089605000000000018 0.087685000000000013 0.08864000000000001 -0.066689999999999985 0.085485000000000019 -0.040344999999999992 -0.44724499999999995 0.10060500000000001 -0.073934999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -6 -3 8 -8 13 -11 14 -13 15 -12 16 17 -7 19 20 21 22 25 -24 -22 -18 28 -28 29 -23
right_child=2 6 4 -5 5 9 7 -9 -10 10 11 12 -14 -15 -16 -17 18 -19 -20 -21 24 26 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.004702132529928349 -0.00012161149822462064 0.002998763856620909 -0.0031764428886218057 0.0057132153932581697 0.0030833639031886285 4.7375729473921894e-05 -0.0018917417740854231 -0.0034809318685438484 0.0027809673837119984 -0.0056379079941268027 0.0012381840087645861 0.0073519582813605672 -0.00027225702804954433 0.0037772445809096098 -0.0032855276524464392 0.0034314512807343692 -0.0014493914338042184 0.0075863614891810973 -0.0075123074068687862 -0.0049540587894928954 -0.0061692966529252853 0.0014186493043477338 -0.0083189940638840193 0.00051925528836859901 -0.00026664778900643192 0.0039716344160426941 -0.0012937304098159077 0.0096930860440530217 0.0035195862443220837 -0.0036909527610987426
leaf_weight=32 26 22 33 21 29 2333 23 20 28 38 27 20 38 25 36 21 24 24 20 24 22 24 25 33 33 28 22 23 27 20
leaf_count=32 26 22 33 21 29 2333 23 20 28 38 27 20 38 25 36 21 24 24 20 24 22 24 25 33 33 28 22 23 27 20
internal_value=0 -0.000958056 3.99723e-05 0.00248544 9.97421e-07 3.69561e-05 0.000330228 -0.000496642 0.000673667 6.35485e-06 -0.00102135 0.000428474 0.00235678 6.62542e-05 -0.00134679 3.19314e-05 5.3132e-06 0.000124141 -0.000856462 -0.000420013 -3.2764e-05 0.000598749 -0.00104017 -0.00329033 -0.00262771 0.00146962 0.0021529 0.00432175 0.000778273 -0.000903897
internal_weight=0 125 2996 47 2949 2916 93 71 51 2887 159 121 58 2728 63 2703 2682 2357 325 305 281 226 110 58 55 52 116 45 71 44
internal_count=3121 125 2996 47 2949 2916 93 71 51 2887 159 121 58 2728 63 2703 2682 2357 325 305 281 226 110 58 55 52 116 45 71 44
is_linear=0
shrinkage=0.1


Tree=739
num_leaves=31
num_cat=0
split_feature=8 38 11 1420 155 38 11 0 2 2 46 367 39 40 1 4 47 16 16 1 160 13 3 0 49 0 4 15 13 4
split_gain=0.0118123 0.0140116 0.019001 0.0248152 0.0261234 0.0214469 0.0168561 0.0185565 0.0497005 0.0655666 0.0172921 0.0211497 0.0268441 0.0325996 0.0291272 0.085178 0.0248573 0.02567 0.0948767 0.163032 0.0462087 0.0435347 0.0631702 0.203012 0.0554412 0.0547138 0.0800267 0.0820403 0.0527116 0.0614991
threshold=0.099635000000000015 0.10914000000000001 0.10177000000000001 0.056520000000000008 0.14547000000000002 0.091770000000000004 -0.011194999999999998 0.14486500000000005 0.10497000000000002 0.091545000000000015 -0.043074999999999995 -1.0000000180025095e-35 -0.020804999999999994 0.10611000000000002 0.14262000000000002 0.50644500000000015 0.13760500000000001 -0.16927999999999996 -0.29154999999999992 0.08592000000000001 0.090980000000000019 -0.096404999999999991 0.10893000000000001 -0.13843999999999998 -0.058769999999999996 -0.087084999999999982 -0.07712999999999999 -0.097454999999999986 -0.093219999999999983 -0.07958999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 10 9 -9 -8 -12 -13 14 16 -16 17 18 20 -20 -14 24 28 -24 -19 26 -26 -28 29 -23
right_child=-2 -3 -4 -5 -6 -7 7 8 -10 -11 11 12 13 -15 15 -17 -18 21 19 -21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0028885801124852156 0.0023636906518645232 -0.0024750395414783904 -0.0021908691391730921 -0.0034803074598312375 0.0036558918259106581 0.0028893517495956846 0.0028464220508578279 -0.00019665995147079231 -0.0019818697051327354 0.0079006595164537435 0.0028055319616284509 -0.0032580534067864608 -0.00071707448452451236 0.0039928834823513169 -0.0064522525381848772 0.00085445001590041779 0.0033391464332287965 -0.0017299580853432418 0.00099401357381240186 -0.010787903538827475 0.0028070371187905868 0.00027072040618143295 0.0024159564675452811 -0.011225682029908058 0.00038299695993676628 -9.0627953596954613e-05 0.0028748317145863953 0.011416538135910577 0.00011215613610754596 -0.00729495189152658
leaf_weight=20 21 23 39 20 20 26 21 20 23 20 26 26 241 20 27 39 22 36 23 24 44 22 24 20 30 43 23 22 2135 21
leaf_count=20 21 23 39 20 20 26 21 20 23 20 26 26 241 20 27 39 22 36 23 24 44 22 24 20 30 43 23 22 2135 21
internal_value=0 -1.60121e-05 2.36869e-06 3.05241e-05 5.37901e-05 2.97601e-05 4.74345e-06 2.43459e-05 0.00172217 0.003852 -1.26784e-05 -3.36132e-05 -5.95871e-05 -3.00558e-05 -5.88322e-05 -0.00213466 -8.64746e-06 -3.58452e-05 -0.000859496 -0.00502228 -0.000173001 7.92441e-05 -3.34453e-05 -0.00378479 0.00170519 0.0027532 0.00438367 0.00705078 4.23394e-05 -0.00342414
internal_weight=0 3100 3077 3038 3018 2998 2972 2952 63 40 2889 2868 2842 2816 2796 66 2730 2708 332 47 285 2376 2222 44 154 118 75 45 2178 43
internal_count=3121 3100 3077 3038 3018 2998 2972 2952 63 40 2889 2868 2842 2816 2796 66 2730 2708 332 47 285 2376 2222 44 154 118 75 45 2178 43
is_linear=0
shrinkage=0.1


Tree=740
num_leaves=31
num_cat=0
split_feature=48 48 1426 1426 12 39 151 457 475 131 160 2 156 49 3 15 12 475 1419 474 16 295 96 9 11 2 2 15 16 15
split_gain=0.0115457 0.0284138 0.017033 0.0195927 0.0169124 0.0202988 0.0180282 0.0335593 0.0231285 0.107838 0.0718426 0.0937072 0.131039 0.0586258 0.0772772 0.0445886 0.0648849 0.0375829 0.0396881 0.0439959 0.0322981 0.0224612 0.0559087 0.0524758 0.0396884 0.0217441 0.0860028 0.226055 0.0639041 0.113211
threshold=-0.14001 -0.091869999999999993 -0.089244999999999977 -0.052649999999999995 0.22926500000000002 0.13507500000000003 0.26665000000000005 -0.14941999999999997 -0.082549999999999998 0.089305000000000009 -0.081969999999999987 0.088850000000000012 0.086945000000000008 -0.0069299999999999995 -0.087429999999999994 -0.016799999999999995 0.083985000000000018 -0.074744999999999992 0.086505000000000012 0.090025000000000008 -0.010264999999999998 0.084575000000000011 0.083725000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091055000000000011 0.090175000000000019 0.082685000000000022 -0.079504999999999978 0.09006500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5 9 10 13 12 -12 20 -15 -13 -17 18 19 -10 -9 22 23 -19 -25 26 28 -28 29 -26
right_child=1 2 3 4 -6 -7 -8 8 17 -11 11 15 -14 14 -16 16 -18 21 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0018897219903010411 -0.0037765583069995045 0.0026044681556522849 -0.0025176155711373977 0.0039240888616239485 0.0024125683281956047 -0.0029105824612391494 -0.0025627802384810315 0.0036971501889638604 -0.00097277636994563409 0.0076043555936352774 0.0011667760173705492 0.0031713694369850248 0.01142487353179604 0.00077742420136928559 -0.0071464439475676048 -0.0059663729499215669 0.00076310095548825835 -0.004274411510740375 0.00076375624537467965 -0.0073718826138329781 -0.0017856416927481242 -0.0029473943725371594 0.0042276810659396076 0.0043330502139204852 0.00098383267279487214 0.00030415079131128852 0.00038745527541855486 -0.012371103842520999 -0.00083355600707813783 -0.0032604401033105596
leaf_weight=32 20 25 31 22 29 24 27 21 21 22 33 26 20 20 32 23 38 29 25 22 22 26 31 21 615 1081 41 21 651 70
leaf_count=32 20 25 31 22 29 24 27 21 21 22 33 26 20 20 32 23 38 29 25 22 22 26 31 21 615 1081 41 21 651 70
internal_value=0 -1.95763e-05 4.90716e-06 -1.64427e-05 9.29122e-06 -1.4065e-05 9.42025e-06 3.30989e-05 3.69257e-06 0.000909502 0.00028275 0.00172306 0.00503776 -0.00183981 -0.0040988 -0.000296243 -0.00177424 -8.40215e-05 -0.00240464 -0.00424674 0.000892001 -2.29997e-05 6.70119e-06 -4.50388e-05 4.02195e-06 -3.26499e-05 -0.00029308 -0.00393399 -0.000124116 0.000550111
internal_weight=0 3089 3069 3044 3013 2984 2960 2933 2911 257 235 140 53 95 52 87 61 2654 68 43 43 2586 2560 2529 2500 2479 1398 62 1336 685
internal_count=3121 3089 3069 3044 3013 2984 2960 2933 2911 257 235 140 53 95 52 87 61 2654 68 43 43 2586 2560 2529 2500 2479 1398 62 1336 685
is_linear=0
shrinkage=0.1


Tree=741
num_leaves=31
num_cat=0
split_feature=15 401 402 132 51 15 0 16 1210 16 13 3 4 132 4 12 1447 3 4 3 3 43 4 1213 3 13 16 1213 15 3
split_gain=0.0110564 0.0452738 0.0716268 0.0443065 0.0395847 0.0432722 0.0438463 0.158403 0.140731 0.124429 0.058378 0.05292 0.116275 0.0588241 0.0518673 0.0511883 0.0794077 0.0491831 0.0457566 0.0869055 0.078903 0.0464827 0.0929591 0.0789652 0.0529577 0.0526218 0.0395529 0.0385068 0.0556232 0.0766054
threshold=0.085935000000000025 0.11444000000000001 0.11232500000000002 0.13831000000000002 0.10501000000000001 0.086355000000000015 -0.071719999999999992 -0.080509999999999984 -0.083289999999999989 -0.071854999999999988 -0.016469999999999995 -0.092174999999999993 -0.086574999999999985 1.0000000180025095e-35 -0.014149999999999998 0.083785000000000012 -0.085024999999999989 -0.07359499999999998 -0.068329999999999988 -0.070649999999999977 -0.076514999999999986 0.062770000000000006 -0.077834999999999988 0.11146500000000001 -0.082484999999999989 0.0036400000000000004 -0.078844999999999985 -0.16396999999999998 0.088235000000000022 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 8 -8 -7 -9 17 12 26 -14 15 -13 -17 -11 20 -20 21 23 24 25 -23 27 -10 -18 -29 -30
right_child=3 -3 -4 -5 -6 6 7 9 11 10 -12 14 13 -15 -16 16 18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0001081692009224014 0.003798859843024702 0.0041129466593265536 -0.0057179725202529327 -0.0040333629150510484 0.003235818886574596 -0.0071947940276004376 0.0089035008400678625 -0.0056904554683049882 -0.0037336618442518205 0.0072439407643217317 -0.00069435026120156682 0.0040029893516851916 0.0093379246400824446 0.0019947583181783557 -0.0039076220495381248 -0.0051314714870386528 -0.0028365003643557431 0.0010930756348758364 -0.0056820105295628314 0.0023387507218020887 0.0050464858051033363 -0.0035306060151197014 -0.0080896542221307755 0.005796976548523302 0.003579281858930534 -0.0041647574269316262 0.0016828581815518972 -0.0022227069088377248 0.0077767754998058075 0.0010668962289121721
leaf_weight=2185 33 25 23 23 47 28 25 28 26 26 47 29 24 20 38 32 29 26 35 22 34 20 20 26 22 27 28 39 20 114
leaf_count=2185 33 25 23 23 47 28 25 28 26 26 47 29 24 20 38 32 29 26 35 22 34 20 20 26 22 27 28 39 20 114
internal_value=0 -0.000118692 -0.000166605 0.000298468 0.000413649 0.000251495 0.000102371 0.00162752 -0.000263858 0.000195238 0.00185988 5.6913e-05 0.00218419 0.00600012 -0.000354276 -6.63714e-05 -0.000334579 0.00416851 4.16476e-05 -0.00258628 0.000468405 -2.26198e-05 -0.0024784 0.000574473 0.000193621 -1.84753e-05 -0.000925096 0.000535731 0.00110102 0.00206837
internal_weight=0 2233 2208 888 865 818 785 152 633 127 99 605 98 44 507 469 440 52 408 57 351 317 62 255 42 229 54 202 173 134
internal_count=3121 2233 2208 888 865 818 785 152 633 127 99 605 98 44 507 469 440 52 408 57 351 317 62 255 42 229 54 202 173 134
is_linear=0
shrinkage=0.1


Tree=742
num_leaves=31
num_cat=0
split_feature=402 43 1375 151 52 2 43 151 16 148 15 1375 482 42 42 0 41 1447 42 16 2 2 43 52 457 151 2 2 12 133
split_gain=0.0150465 0.0116763 0.0937911 0.056305 0.0749059 0.106509 0.0549761 0.0590399 0.0841954 0.0600651 0.056632 0.0457638 0.0480135 0.0535818 0.115298 0.113014 0.0892094 0.0732578 0.0718286 0.0952533 0.0703118 0.0828402 0.0629892 0.0601173 0.0548084 0.0633056 0.0490858 0.080616 0.0487587 0.0473726
threshold=0.27918000000000004 -0.082389999999999977 -0.15308499999999997 -0.09693499999999998 -0.026204999999999996 0.10222000000000002 -0.082144999999999982 -0.08317999999999999 -0.082779999999999979 -0.079549999999999996 -0.087679999999999994 -0.081379999999999994 0.098465000000000011 0.087745000000000004 0.090395000000000017 -0.08317999999999999 0.076195000000000013 -0.080289999999999986 0.084635000000000016 -0.010699999999999999 0.15609500000000001 0.10188000000000001 -0.083684999999999996 0.10263500000000002 0.085090000000000013 -0.09693499999999998 0.09580000000000001 0.099185000000000009 -0.086254999999999984 0.093615000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -5 8 -8 -9 -10 -4 13 16 15 -15 17 -13 22 -20 21 23 24 -16 25 -19 28 -28 -27 -29
right_child=-2 3 11 6 5 -7 7 9 10 -11 -12 12 -14 14 20 -17 -18 18 19 -21 -22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=0.0063302146829664705 0.002228740681894124 0.0014031441083402728 -0.0043871098631908271 -0.0050158650233325637 -0.0095065359312754422 -0.00061813704503167961 0.0070951547639976666 -0.0054154098100428075 -0.0038807595707476142 -3.993478974586573e-05 0.0029025661677223981 0.0047659498332491661 -0.0032311978860219063 0.010034468102044072 -0.00065700192935764796 0.00075764432549476626 -0.0060304130670071274 0.0057043163754445106 -0.0085405518988740034 -0.0005115814494072563 0.0052950144684671061 -0.004617479040816024 0.0058481251168996098 0.0058685721040819781 -0.0050046374031808231 0.0054291342872948879 -0.00710831690336239 -0.0017079712266264405 0.00041228249674895781 0.0034499516439003251
leaf_weight=25 30 29 22 22 26 28 28 21 20 2048 32 33 38 29 48 24 24 21 22 45 23 37 20 20 20 21 22 69 250 24
leaf_count=25 30 29 22 22 26 28 28 21 20 2048 32 33 38 29 48 24 24 21 22 45 23 37 20 20 20 21 22 69 250 24
internal_value=0 -2.16312e-05 0.000297315 -0.000140069 -0.00269622 -0.00489774 -4.23435e-05 8.57199e-06 0.00267414 -9.4495e-05 0.000293595 0.000111573 0.000236852 0.000412099 0.00191136 0.00583364 -6.31492e-05 0.000198669 -9.45615e-05 -0.00314796 0.000287297 -0.000809632 0.000363107 0.00126228 0.000106197 0.000357344 6.64464e-05 -0.00166464 0.000801042 -0.000376894
internal_weight=0 3091 837 2254 83 54 2171 2149 80 2069 52 812 790 752 181 53 571 547 514 67 128 105 447 68 427 407 386 115 271 93
internal_count=3121 3091 837 2254 83 54 2171 2149 80 2069 52 812 790 752 181 53 571 547 514 67 128 105 447 68 427 407 386 115 271 93
is_linear=0
shrinkage=0.1


Tree=743
num_leaves=31
num_cat=0
split_feature=402 51 51 157 473 472 475 2 2 0 4 0 483 2 2 483 52 50 0 150 1 1 0 48 1 50 50 4 1452 49
split_gain=0.0121877 0.0122201 0.0400029 0.0231372 0.021757 0.023152 0.0362286 0.0269384 0.0883437 0.0699106 0.0566926 0.0550102 0.0500413 0.075193 0.0499291 0.045482 0.0449281 0.0469785 0.0405511 0.0393017 0.0350796 0.0832363 0.0347041 0.0593693 0.0498416 0.0315001 0.0711222 0.0427569 0.0381298 0.0370697
threshold=0.27918000000000004 0.15466000000000005 0.24916000000000002 -0.37163499999999994 -1.0000000180025095e-35 -0.10116499999999999 0.093020000000000005 0.113445 0.11144000000000001 1.0000000180025095e-35 -0.022844999999999997 -0.071339999999999987 0.10143000000000001 0.11448000000000001 0.31358000000000003 0.055770000000000007 0.13796000000000003 -0.23771499999999998 -0.24955499999999997 0.11235000000000002 0.12040000000000002 0.14554000000000003 -0.068604999999999985 0.097500000000000017 0.11230000000000001 0.13120500000000004 0.12170000000000002 -0.014149999999999998 0.11609000000000001 0.10299000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 7 8 18 12 -11 -10 13 -9 15 16 17 -15 -7 20 22 -22 23 24 -19 26 28 -27 29 -20
right_child=-2 2 -4 4 5 6 -8 9 11 10 -12 -13 -14 14 -16 -17 -18 19 25 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0033591652510776408 0.0020058665525478623 0.0044189915446063077 -0.00038503002254471476 0.0031049379010007466 -0.0029663886771433886 0.0043659970117178523 0.0040181183118627155 -0.005137764546088875 0.0015295833411316077 -0.0084437413793057216 -0.0014192440245231544 0.0083002431574277589 -0.0043504080333714853 0.0046345087932422755 0.0045543990026299767 -0.0037101188053687418 0.0039791345416057495 0.0077883411478251218 -0.00018460753778650759 0.0033715307265520101 -0.0045152251734619092 0.0024871210308144028 -0.0013246774012077368 -0.001571997831906042 0.0007284859428182245 0.0058619246352463964 -0.0058903724487338752 -0.00044643300035121768 0.0043029880174435672 0.0014945620438084008
leaf_weight=21 30 26 52 22 27 21 22 27 30 20 27 20 29 20 26 30 31 20 2158 25 58 24 80 31 20 21 21 22 20 140
leaf_count=21 30 26 52 22 27 21 22 27 30 20 27 20 29 20 26 30 31 20 2158 25 58 24 80 31 20 21 21 22 20 140
internal_value=0 -1.94681e-05 0.00121631 -5.14597e-05 -2.82439e-05 -5.14526e-05 -2.47101e-05 -5.51593e-05 7.74866e-05 -0.000750417 -0.00440839 0.00423785 -0.000342045 -4.55075e-05 0.00033118 7.27526e-06 0.000368187 -3.44723e-05 -9.07932e-06 -0.000396409 -0.000800694 -0.00246576 0.000103513 0.00171274 0.00425841 -4.76505e-05 -9.6957e-05 0.00263439 -4.44714e-05 -8.23083e-05
internal_weight=0 3091 78 3013 2992 2970 2943 2921 2453 468 47 50 421 392 365 339 309 278 2403 258 233 82 151 71 40 2382 2339 43 2318 2298
internal_count=3121 3091 78 3013 2992 2970 2943 2921 2453 468 47 50 421 392 365 339 309 278 2403 258 233 82 151 71 40 2382 2339 43 2318 2298
is_linear=0
shrinkage=0.1


Tree=744
num_leaves=31
num_cat=0
split_feature=1452 50 1209 1209 456 131 0 12 16 47 16 15 15 129 15 16 15 42 12 1184 1212 4 1201 1203 402 52 42 3 1208 16
split_gain=0.0119311 0.0161356 0.088601 0.0736664 0.0375758 0.0467432 0.0317305 0.0355533 0.0432232 0.0417463 0.0405084 0.0415429 0.0586178 0.0539121 0.0546691 0.0607597 0.0398475 0.0658998 0.0333133 0.0303034 0.0314262 0.101335 0.0423504 0.0485316 0.0319156 0.067457 0.0339495 0.0803747 0.0498045 0.0349318
threshold=0.11850000000000001 0.089465000000000017 -0.094304999999999986 -0.025744999999999997 0.089235000000000023 0.090445000000000011 -0.14116499999999996 0.083875000000000019 -0.073849999999999985 0.077555000000000013 0.061255000000000011 -0.089964999999999976 -0.084564999999999987 0.08956500000000002 -0.076244999999999993 -0.056919999999999991 0.092400000000000024 -0.031659999999999994 0.091545000000000015 0.083155000000000021 0.11579500000000002 -0.077999999999999986 -0.08151499999999999 -1.0000000180025095e-35 -0.43418999999999991 0.091275000000000009 0.11720500000000002 -0.049509999999999992 0.10233500000000001 -0.026164999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 8 -8 -10 11 -9 -13 14 -14 16 17 -16 -19 20 22 -22 -4 -24 25 -25 28 29 -26 -28
right_child=-2 3 19 4 -6 -7 7 10 9 -11 -12 12 13 -15 15 -17 -18 18 -20 -21 21 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=-0.0065561608042723199 -0.0023755479692703207 0.00647261121077463 -0.0044985623903233901 0.0035044466569421014 -0.0028764271202297615 0.0041491368806666953 0.0015075027452369867 0.0022010271884249275 -0.0061459270264354673 -0.00063493881823012128 0.0040550779189978698 -0.0045679014822047571 -0.0051242251033810056 0.0048993175683010905 -0.0037920213780244408 0.0052036717315786518 -0.0028145088837482034 0.00083747732773190367 0.0058359769507660532 0.0027687920747618928 0.0077725535580178808 -0.0009247069346177317 0.0046952586354953906 0.0011278486034522453 -0.00011712025064736867 -0.0062944079609587788 0.0048294855149919698 -0.0026626041624695064 -0.0051295644463971264 -7.5291210669092842e-05
leaf_weight=21 21 20 22 28 35 33 26 74 28 27 29 31 22 21 23 21 50 40 20 38 21 37 21 24 2240 25 53 30 20 20
leaf_count=21 21 20 22 28 35 33 26 74 28 27 29 31 22 21 23 21 50 40 20 38 21 37 21 24 2240 25 53 30 20 20
internal_value=0 1.60924e-05 -8.72774e-05 0.000519629 0.000285259 0.000519211 0.000246966 2.5584e-05 -0.00185227 -0.00344053 0.00048512 0.00014231 -0.00052587 0.000110185 -0.000461245 0.000204895 -0.000584386 0.000759062 0.00250364 -3.40251e-05 -7.64075e-05 0.0022243 -0.000130762 -9.12673e-05 -0.000132941 -0.00265902 -8.05594e-05 0.00169494 -0.000161478 0.00348571
internal_weight=0 3100 2572 528 508 473 440 412 81 55 331 302 228 197 176 154 133 83 60 2551 2513 58 2455 2433 2412 49 2363 103 2260 73
internal_count=3121 3100 2572 528 508 473 440 412 81 55 331 302 228 197 176 154 133 83 60 2551 2513 58 2455 2433 2412 49 2363 103 2260 73
is_linear=0
shrinkage=0.1


Tree=745
num_leaves=31
num_cat=0
split_feature=1209 1209 1213 1210 12 12 1209 1204 1204 398 399 13 1 1 4 16 0 43 472 43 13 0 2 2 15 4 1429 4 2 2
split_gain=0.0118519 0.0156076 0.0385202 0.0141561 0.0847462 0.0546409 0.0189899 0.0139101 0.0225521 0.016554 0.0413839 0.0189891 0.0643987 0.0733492 0.0555845 0.0816747 0.0488775 0.0450051 0.0437021 0.0683513 0.0563412 0.0428356 0.0613573 0.0359799 0.0310466 0.0261442 0.0677728 0.0584576 0.0868649 0.0577159
threshold=-0.14444499999999996 -0.085744999999999988 -0.012529999999999998 -0.083289999999999989 0.087765000000000024 0.092355000000000007 -0.067109999999999989 -0.094504999999999992 -0.085719999999999977 0.10071000000000001 0.091580000000000009 0.095710000000000017 0.13707500000000003 0.11669000000000002 0.19806500000000002 -0.097644999999999996 0.16094000000000003 -0.20207499999999998 -0.076444999999999999 -0.09002499999999998 0.15641500000000003 -0.084804999999999978 0.09580000000000001 0.17025000000000004 -0.17952999999999997 -0.17966999999999997 0.08759500000000002 -0.14098499999999997 0.082850000000000021 0.085105000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 -5 -8 -9 10 11 16 13 14 15 -13 17 -10 -17 20 -20 -22 -23 25 -25 26 29 28 -27 -19
right_child=1 3 -4 6 5 -7 7 8 9 -11 -12 12 -14 -15 -16 18 -18 23 19 -21 21 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.002426513901446015 0.0012459936493542047 0.0049407809555608168 -0.0048177775447997692 0.0022905142472258635 -0.0048369427308595433 0.0020626089408655058 0.002206722609008904 -0.0029502172247265228 -0.0047107953068223742 -0.0022082152763115508 0.0034478243686916197 0.0062858514923222926 -0.003576012283203102 0.0060789292877806086 -0.0041237963723357429 -0.0030982321314513683 -0.0042298684298092953 0.0060757010243833072 0.0042498234989276776 0.005340070817619562 -0.0052842755150049924 0.0021052837952609278 -0.0043386762961745264 0.0055558765689576314 0.00018035706174983221 -0.0084708928840146174 -0.0044073860161006452 -0.00011999178840701212 -0.00045694217337050334 0.00090777329969569118
leaf_weight=20 20 36 22 35 24 22 27 27 21 35 34 27 31 28 22 30 29 26 24 30 20 45 22 21 22 21 20 2214 38 128
leaf_count=20 20 36 22 35 24 22 27 27 21 35 34 27 31 28 22 30 29 26 24 30 20 45 22 21 22 21 20 2214 38 128
internal_value=0 -1.56499e-05 -0.00193027 1.06378e-05 0.00130682 -0.00153716 -2.50648e-05 -5.26125e-05 -7.35394e-05 -4.66453e-05 -2.01276e-05 -6.19546e-05 0.000721148 0.00125829 0.000644758 0.0011746 -0.000147973 -0.00010083 0.000367557 0.00110496 -3.96654e-05 -0.00122297 -1.06434e-05 -6.19509e-05 0.00280561 -0.000112341 0.00106905 -0.000202778 -0.00330937 0.00178028
internal_weight=0 3101 42 3059 82 46 2977 2942 2915 2888 2853 2819 279 248 220 198 2540 2511 171 141 111 87 67 2490 43 2447 174 2273 59 154
internal_count=3121 3101 42 3059 82 46 2977 2942 2915 2888 2853 2819 279 248 220 198 2540 2511 171 141 111 87 67 2490 43 2447 174 2273 59 154
is_linear=0
shrinkage=0.1


Tree=746
num_leaves=31
num_cat=0
split_feature=3 11 104 374 374 367 1 1 11 2 10 47 1 14 14 1452 4 3 13 1 2 52 3 1 457 472 42 50 2 51
split_gain=0.0118512 0.0187229 0.0306554 0.0158845 0.0233188 0.0197016 0.0255748 0.0324329 0.0251712 0.0618529 0.0271865 0.0222573 0.0297468 0.0216686 0.0191163 0.0267458 0.0729753 0.0217332 0.0789184 0.0537613 0.047638 0.0371925 0.032554 0.117327 0.0577526 0.0370463 0.0231689 0.0249819 0.0671987 0.0599787
threshold=0.63141500000000017 -0.072629999999999986 0.079665000000000014 0.092550000000000007 0.086450000000000013 -1.0000000180025095e-35 0.15618500000000002 0.14754500000000001 0.098860000000000017 0.11018500000000002 0.10887000000000001 0.13975500000000002 0.13869000000000004 -0.46825999999999995 -0.31455999999999995 0.10669000000000002 -0.020529999999999996 0.12178000000000001 -0.17933499999999997 0.11353000000000001 0.13093500000000002 -0.080114999999999978 0.10299500000000002 0.10234000000000001 0.091945000000000013 1.0000000180025095e-35 -0.23058999999999999 -0.13200999999999999 0.10252500000000002 -0.20636999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 10 -10 11 12 13 -7 -15 17 -17 18 -16 21 -21 -19 25 -24 -25 26 -20 28 -28 -29
right_child=-2 2 -4 -5 -6 6 -8 -9 9 -11 -12 -13 -14 14 15 16 -18 19 22 20 -22 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=0.0030665440578013662 -0.0022615762103510941 0.0028829547615411384 -0.0034905148185789582 0.0027028804348612377 -0.0033146291409918505 -0.0031816750576364851 -0.0032449039087320366 0.003857946033928205 -0.0060854614712297916 0.0015983799193054439 0.0029378875733527821 0.0032505299557150078 -0.0029571859042762834 0.0028527049687302984 -0.0061041140851254266 0.0019728788413063045 -0.0060233843633905057 0.0010363107325974852 -0.0026034618247649634 -0.0029445473907638671 0.0025226720740708212 0.0069326593014209167 -0.0085432070260867479 0.0035046714141831869 -0.0035311117372475568 0.0038643433349744346 0.0054721988968770849 -0.0029018038007649662 -0.0005784247836305036 0.00013303507428048719
leaf_weight=20 23 24 25 22 21 21 24 22 22 20 32 21 34 24 21 21 25 20 32 34 30 23 20 28 20 26 31 67 45 2323
leaf_count=20 23 24 25 22 21 21 24 22 22 20 32 21 34 24 21 21 25 20 32 34 30 23 20 28 20 26 31 67 45 2323
internal_value=0 1.67903e-05 -3.0262e-06 2.55317e-05 6.0986e-06 2.92665e-05 6.32992e-06 3.26735e-05 4.04899e-06 -0.00242649 3.92742e-05 6.91004e-06 -1.70323e-05 1.85298e-05 4.26174e-05 1.82349e-05 -0.00237292 5.86734e-05 1.47296e-06 0.00145554 -0.000381788 0.00419017 5.09395e-05 -0.00210817 0.000573095 0.000109109 7.00232e-05 0.000104716 0.00188959 4.7958e-05
internal_weight=0 3098 3078 3053 3031 3010 2986 2962 2940 42 2898 2866 2845 2811 2790 2766 46 2720 2613 107 64 43 2592 68 48 2524 2498 2466 76 2390
internal_count=3121 3098 3078 3053 3031 3010 2986 2962 2940 42 2898 2866 2845 2811 2790 2766 46 2720 2613 107 64 43 2592 68 48 2524 2498 2466 76 2390
is_linear=0
shrinkage=0.1


Tree=747
num_leaves=31
num_cat=0
split_feature=454 150 2 457 15 124 4 124 4 1375 160 3 50 151 457 151 150 149 48 0 2 0 52 4 1446 1446 48 48 49 12
split_gain=0.0121318 0.0144546 0.0441154 0.0302223 0.0195128 0.0160638 0.0587718 0.0216203 0.0628176 0.0190305 0.0390253 0.0533263 0.0623768 0.0261491 0.0307759 0.110812 0.0231392 0.0503561 0.0500944 0.0234485 0.140051 0.0882175 0.053993 0.0809965 0.0294894 0.0271648 0.0303373 0.0735094 0.0451059 0.0921161
threshold=0.093465000000000006 -0.088479999999999989 0.086590000000000014 -1.0000000180025095e-35 -0.096999999999999989 -0.088289999999999993 0.10528000000000001 -0.08645499999999999 -0.015039999999999998 0.083585000000000007 0.096860000000000016 -0.081574999999999995 0.10284500000000001 0.26665000000000005 -0.085584999999999981 -0.0093999999999999986 0.11792500000000002 0.08618000000000002 -0.032929999999999994 -0.17169499999999996 0.086100000000000024 -0.23811499999999999 -0.065544999999999978 0.41257000000000005 0.11655500000000001 0.111445 0.084670000000000009 0.086425000000000016 -0.061079999999999988 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -3 8 -7 13 11 12 -11 14 15 -9 17 19 -18 20 -16 -22 -23 -24 25 26 28 -28 29 -21
right_child=-2 5 3 -5 -6 7 -8 9 -10 10 -12 -13 -14 -15 16 -17 18 -19 -20 24 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0025532907086678529 -0.0024550023349002009 0.0043666059911415421 -0.0012213638378307224 0.0055365540795838056 0.0031959674251265825 0.001676707686856389 -0.001820131564350699 0.0083241584035567955 -0.0061541250773838596 -0.0065226674475707116 -0.005216604673547582 0.0035476145024100937 0.00064042723078596136 -0.0032612992503951925 0.0080256415419280528 -0.0010565391522558297 -0.00096653007918079804 -0.004183657963535395 0.0044642000869706475 -0.0050200219676994236 -0.0056270539139707887 -0.002913121320307255 0.0077157568345269699 -0.00060380771756172189 -0.0031742392410524195 0.0035612465026566668 0.0061630719013919593 0.00042177040043281443 -0.00010179996430222285 0.0023900000117719174
leaf_weight=22 20 34 20 23 20 20 28 20 21 20 21 24 31 24 25 34 33 29 35 51 24 20 22 25 30 21 24 315 2060 25
leaf_count=22 20 34 20 23 20 20 28 20 21 20 21 24 31 24 25 34 33 29 35 51 24 20 22 25 30 21 24 315 2060 25
internal_value=0 1.58336e-05 0.00130189 0.00264814 0.000987302 -2.04113e-05 0.0015726 -5.38461e-05 -0.00233421 -2.17504e-05 -0.00140631 -0.000339431 -0.00216863 2.54339e-05 5.36765e-05 0.00241779 7.06738e-06 -3.93089e-05 0.0018287 6.18173e-06 0.00139639 -0.000424838 0.00143864 0.00329046 -5.76598e-05 -2.02009e-05 -5.05889e-05 0.000828234 -0.000190065 -0.00258251
internal_weight=0 3101 85 63 40 3016 62 2954 41 2913 96 75 51 2817 2793 54 2739 2671 68 2642 116 91 67 47 2526 2496 2475 339 2136 76
internal_count=3121 3101 85 63 40 3016 62 2954 41 2913 96 75 51 2817 2793 54 2739 2671 68 2642 116 91 67 47 2526 2496 2475 339 2136 76
is_linear=0
shrinkage=0.1


Tree=748
num_leaves=31
num_cat=0
split_feature=399 1201 398 400 133 132 43 1375 151 52 2 43 151 16 148 52 52 52 16 1374 150 40 3 133 133 3 43 401 51 481
split_gain=0.0115372 0.0246731 0.0225973 0.034653 0.0317483 0.0196296 0.0150226 0.0734039 0.0475133 0.0690488 0.0874749 0.0456874 0.0499864 0.076815 0.0500473 0.0442929 0.0693477 0.0518422 0.0689625 0.0648979 0.0464158 0.0710996 0.113505 0.0455977 0.0544703 0.0769383 0.0440157 0.0438928 0.0676969 0.0783768
threshold=-0.087854999999999989 -0.08126499999999999 0.10586000000000002 0.10361500000000003 -0.52400999999999998 0.15255000000000002 -0.082389999999999977 -0.15308499999999997 -0.09693499999999998 -0.026204999999999996 0.10222000000000002 -0.082144999999999982 -0.08317999999999999 -0.018494999999999998 -0.079549999999999996 0.061605000000000007 0.084735000000000019 -0.081429999999999989 -0.015314999999999997 0.084595000000000017 0.10348 -0.08440499999999998 -0.042499999999999989 0.087985000000000022 0.09389500000000002 -0.084074999999999997 -0.081779999999999978 0.080190000000000011 -0.015099999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 9 -8 -11 -10 13 -13 -14 17 -17 18 -9 20 21 -19 -23 -20 25 -25 -16 28 -18 -30
right_child=1 2 -4 -5 5 -7 8 15 11 10 -12 12 14 -15 26 16 27 19 23 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0017553365447580489 -0.0035219960776157674 0.0038803818879560347 0.0026879982053933126 -0.0036607436334284457 0.0057031540460884579 -0.0026567869753177679 0.0015334179957530328 0.0051832282651836682 -0.0045744720158505843 -0.0087627225705476201 -0.0007075879032657083 0.0062522347245248973 -0.0049472877800109845 -0.00012770266267066093 0.0040477084687713964 0.007002960115351016 -0.0037139066791331229 -0.0065087972131247333 0.00093570751773791843 -0.0066168649033421572 0.0025477515714841764 -0.0016428653190244853 0.0058529835654949043 -0.008219893371848308 0.0013017601205501707 0.00015200833745655559 -9.4689614211678128e-05 -0.0025071135919654008 0.0078926643223634785 0.0013119922185499747
leaf_weight=37 20 21 31 26 25 28 28 30 22 26 28 32 21 46 26 20 22 24 193 21 35 166 23 23 30 21 1911 33 21 131
leaf_count=37 20 21 31 26 25 28 28 30 22 26 28 32 21 46 26 20 22 24 193 21 35 166 23 23 30 21 1911 33 21 131
internal_value=0 -2.10595e-05 1.79259e-06 -2.56629e-05 5.76783e-06 -2.14816e-05 3.46379e-06 0.00036797 -0.000135866 -0.00249643 -0.00458599 -4.18103e-05 7.16734e-06 0.00248971 -9.17285e-05 0.000199773 0.00137989 -0.000273525 0.000637292 -0.00127915 -0.000827165 -0.00138173 -0.000730672 0.000126513 -0.00198395 -0.00422421 -3.9087e-05 0.0008366 0.00147075 0.00222116
internal_weight=0 3084 3064 3033 3007 2986 2958 818 2140 82 54 2058 2036 78 1958 793 227 566 297 269 248 213 189 267 74 44 1937 207 174 152
internal_count=3121 3084 3064 3033 3007 2986 2958 818 2140 82 54 2058 2036 78 1958 793 227 566 297 269 248 213 189 267 74 44 1937 207 174 152
is_linear=0
shrinkage=0.1


Tree=749
num_leaves=31
num_cat=0
split_feature=8 43 43 43 1375 2 13 13 13 52 43 43 13 123 34 96 3 150 12 11 4 4 12 12 4 49 13 52 12 2
split_gain=0.0118805 0.0119411 0.075032 0.0727399 0.0876538 0.060014 0.0551171 0.16147 0.0656435 0.073794 0.0516979 0.0428764 0.0390666 0.0368155 0.0367575 0.042844 0.0378825 0.0461861 0.0746938 0.0638254 0.0552515 0.0459641 0.0354158 0.0625362 0.0682956 0.0851662 0.0591135 0.0534992 0.064341 0.0534508
threshold=0.099635000000000015 -0.081779999999999978 -0.08231999999999999 -0.08287499999999999 -0.15308499999999997 0.087750000000000009 -0.085384999999999975 -0.08645499999999999 -0.083894999999999983 -0.016949999999999996 -0.085474999999999982 -0.081454999999999986 -0.091559999999999989 -0.078164999999999998 -0.085739999999999983 0.083725000000000008 -0.16726499999999997 0.087170000000000011 0.088245000000000004 0.079300000000000009 -0.0016099999999999997 0.010840000000000001 0.092755000000000018 0.091085000000000013 -0.0092149999999999992 -0.011734999999999997 -0.014169999999999999 -0.23375999999999997 0.10193000000000001 0.084305000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 10 9 -8 12 -3 -6 -13 -10 16 -16 19 -19 20 22 -22 23 24 25 -18 -25 -24 -29 -27
right_child=-2 11 5 -5 6 -7 8 -9 14 -11 -12 13 -14 -15 15 -17 17 18 -20 -21 21 -23 27 26 -26 29 -28 28 -30 -31
leaf_value=0.0062386647453725654 0.0023705084896868188 -0.0047502808412536977 0.00065159811987541621 -0.0043707044409321888 -0.00082509264603934521 0.0083984663645969709 0.00013175692134113475 -0.0095489246199246171 -0.0038836274562137466 0.0083223277110267765 -0.0039381763408088992 -0.0043697246775263919 0.0033125534737243872 -5.9517912304996338e-05 0.0041848088250212049 0.0048095952142916979 -0.0048558978589191559 -0.0012853968253528532 0.0066316807033637397 -0.0049733877781330156 -0.0063066667132079604 -0.00097847579430569622 0.0065553715696469658 3.38044838004169e-05 0.0052928857962359433 0.0038657751724903672 -0.0075626450212075737 0.003634158656110659 -0.0012350460318728063 -0.0004125561151950324
leaf_weight=24 21 20 20 35 55 20 22 22 21 22 29 20 39 2164 23 21 31 22 26 27 20 85 21 21 27 43 20 51 58 91
leaf_count=24 21 20 20 35 55 20 22 22 21 22 29 20 39 2164 23 21 31 22 26 27 20 85 21 21 27 43 20 51 58 91
internal_value=0 -1.60583e-05 0.000291759 9.39426e-05 0.000284275 0.00452503 0.000104971 -0.00165844 0.00049714 0.00422704 -0.000247135 -0.000141196 0.00089159 -9.89887e-05 0.000227213 0.000374279 0.000209718 4.13439e-05 0.00300302 -0.000245849 2.68937e-05 -0.00199337 0.000611267 -0.000126533 0.000630525 -0.000132407 -0.00367178 0.00193363 0.00104321 0.000960341
internal_weight=0 3100 896 856 821 40 797 145 652 44 123 2204 94 2184 608 587 566 543 48 495 468 105 363 233 192 165 41 130 109 134
internal_count=3121 3100 896 856 821 40 797 145 652 44 123 2204 94 2184 608 587 566 543 48 495 468 105 363 233 192 165 41 130 109 134
is_linear=0
shrinkage=0.1


Tree=750
num_leaves=31
num_cat=0
split_feature=1375 151 2 42 4 151 43 13 13 13 15 3 48 12 159 1452 1 1 39 8 39 34 2 10 16 16 49 49 484 484
split_gain=0.0113216 0.0177263 0.0717216 0.0782974 0.0677834 0.0614526 0.0454754 0.0193454 0.0555139 0.0310152 0.105608 0.0351705 0.0782364 0.0300324 0.032457 0.0285118 0.0284281 0.0410655 0.0301445 0.0309273 0.0296495 0.0362494 0.0419756 0.0371132 0.0241963 0.103512 0.045931 0.122306 0.0470055 0.111662
threshold=-0.4078199999999999 0.084350000000000008 0.11293500000000002 0.091205000000000008 -0.0070899999999999991 0.009020000000000002 -0.085254999999999984 -0.40078499999999995 -0.43167499999999998 -0.17933499999999997 -0.074054999999999996 0.11924500000000002 0.12649500000000002 0.095110000000000014 0.082105000000000025 0.11769000000000002 0.14754500000000001 0.13756000000000004 0.10940500000000002 0.088180000000000022 0.10076500000000001 -0.028109999999999996 -0.0091949999999999983 -0.0091199999999999979 0.0028900000000000006 -1.0000000180025095e-35 0.13984500000000002 0.11475 0.085845000000000019 0.062030000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 6 7 -3 8 13 10 -9 15 -13 14 -2 16 17 18 19 20 21 23 -23 -11 25 26 27 28 29 -24
right_child=1 2 -4 -5 -6 -7 -8 9 -10 11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0019666561543748812 0.0028702682821382212 0.0034123042039573195 0.0063719314422500742 0.0053327851533789992 -0.0062181865002705972 -0.0040234541079323541 -0.0028999925391482457 0.0022350481245666741 0.0051641209998966328 4.8553594045669718e-05 -0.0075632778673686771 -0.0052631142168507181 0.0019783992376178504 -0.0033442929899320005 -0.0012859341416247738 0.0034271400775760415 0.0030954755322697264 -0.0035058152897170548 0.0029176892292323629 -0.0038180745295470671 -0.0030901346468211466 -0.0032447906031918064 0.0001846484240895117 0.0047562161298242943 -0.00046070721562778167 0.0062846556538715959 0.0037424476497939655 -0.0070055105839855972 0.0020260920142391114 -0.0046654238897774905
leaf_weight=29 42 25 22 21 22 38 21 22 28 34 22 37 25 20 34 25 30 33 36 21 30 39 1519 33 649 28 35 24 128 49
leaf_count=29 42 25 22 21 22 38 21 22 28 34 22 37 25 20 34 25 30 33 36 21 30 39 1519 33 649 28 35 24 128 49
internal_value=0 1.84454e-05 0.00125927 -4.53767e-06 -0.00165283 -2.77577e-05 0.000530604 2.38348e-05 0.00124628 -2.99373e-05 -0.00266411 1.18298e-05 -0.00234315 0.00010358 0.00101091 6.5648e-05 3.43841e-05 -1.65472e-07 4.39056e-05 3.94564e-06 3.52005e-05 7.2143e-05 9.91215e-06 0.00236725 6.21052e-05 0.000252405 0.000156164 8.31876e-05 0.000183499 3.30837e-05
internal_weight=0 3092 111 89 68 2981 46 2943 124 2819 44 2775 62 96 76 2713 2688 2658 2625 2589 2568 2538 2471 67 2432 1783 1755 1720 1696 1568
internal_count=3121 3092 111 89 68 2981 46 2943 124 2819 44 2775 62 96 76 2713 2688 2658 2625 2589 2568 2538 2471 67 2432 1783 1755 1720 1696 1568
is_linear=0
shrinkage=0.1


Tree=751
num_leaves=31
num_cat=0
split_feature=52 1 474 156 155 157 13 52 4 1428 1429 474 16 157 16 1372 3 1446 474 474 484 484 13 133 483 481 482 3 12 1455
split_gain=0.0127392 0.0351745 0.02208 0.0303624 0.0201515 0.0566273 0.0250242 0.0210643 0.0281732 0.020794 0.0221883 0.0370418 0.0342308 0.0189275 0.158653 0.0715764 0.043342 0.0211549 0.0218516 0.0410534 0.0274016 0.0264091 0.0802475 0.130865 0.0354021 0.0662736 0.0330683 0.0623179 0.107493 0.025499
threshold=-0.56176499999999996 0.097525000000000014 -0.25711499999999993 0.16414500000000004 0.10626500000000001 -0.013599999999999999 -0.052719999999999996 -0.53964499999999982 -0.040589999999999994 0.090025000000000008 -1.0000000180025095e-35 0.090440000000000006 -0.0060749999999999997 -0.087424999999999989 -0.020119999999999996 -0.087494999999999976 -0.078584999999999988 0.11581000000000001 0.10607000000000001 0.11354000000000002 0.26920500000000008 0.10126500000000001 -0.085384999999999975 0.086990000000000012 0.093585000000000015 -0.075999999999999998 0.098465000000000011 -0.077774999999999983 -1.0000000180025095e-35 0.11867500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 7 -6 -7 8 -4 10 11 12 -9 14 16 -15 -12 18 20 -20 21 24 -23 -24 29 -26 27 -27 -29 -17
right_child=2 -3 3 -5 5 6 -8 9 -10 -11 13 -13 -14 15 -16 17 -18 -19 19 -21 -22 22 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.0011804814307740141 -0.0029902698136866097 0.0033323589730291413 -0.00024197589567241572 0.003783037327229977 -0.0061915089735703078 0.0028266375232487919 -0.002175784971914254 0.00084489684862395142 0.0047122963238507513 -0.0030920514921573077 0.0035695406381273647 -0.0016614830786628382 0.0063732947089842383 0.0055559293873122207 -0.0068199287461382999 -7.0253925143749836e-05 -0.0018058333041456839 0.0026398627328333159 -0.0051145294176725056 0.00073450430063530807 0.0031323437734196583 0.0027881751172244549 -0.010467841112986207 -0.00021655170959561612 -0.0031192169188822543 0.0005534685352036069 4.6920166641939435e-05 0.0013429700495908037 0.011710849325172605 -0.0036559978686273101
leaf_weight=31 25 39 24 21 20 20 20 24 22 22 40 21 21 23 35 2360 24 29 24 24 27 25 20 33 24 31 32 20 20 20
leaf_count=31 25 39 24 21 20 20 20 24 22 22 40 21 21 23 35 2360 24 29 24 24 27 25 20 33 24 31 32 20 20 20
internal_value=0 0.00133382 -3.06021e-05 -6.15014e-06 -3.26303e-05 -0.00184689 0.000325426 4.33243e-06 0.00212746 -2.93564e-05 -5.93638e-06 0.00180645 0.00342482 -4.84897e-05 -0.00140663 1.08826e-06 0.00155378 -4.64243e-05 -7.57109e-05 -0.00219001 -3.6857e-05 -6.99589e-05 -0.00188203 -0.00408496 -1.358e-05 0.00161318 0.00271588 0.00391879 0.00652691 -0.000100386
internal_weight=0 70 3051 3026 3005 60 40 2945 46 2899 2877 66 45 2811 99 2712 64 2689 2660 48 2612 2585 78 53 2507 127 103 71 40 2380
internal_count=3121 70 3051 3026 3005 60 40 2945 46 2899 2877 66 45 2811 99 2712 64 2689 2660 48 2612 2585 78 53 2507 127 103 71 40 2380
is_linear=0
shrinkage=0.1


Tree=752
num_leaves=31
num_cat=0
split_feature=402 15 3 15 130 40 160 4 4 402 13 15 42 1452 1455 2 2 12 12 1 0 0 49 49 42 133 3 1 133 484
split_gain=0.011095 0.0129132 0.0477129 0.0441763 0.0353581 0.0438618 0.0250382 0.0284346 0.0689753 0.0228222 0.0222656 0.0202837 0.0847039 0.0302524 0.0212459 0.0344049 0.0390945 0.0220423 0.0489389 0.0222142 0.0468342 0.0342675 0.0239556 0.0455902 0.0852158 0.0413887 0.0412122 0.0406503 0.0361876 0.0309045
threshold=0.27918000000000004 0.11728000000000001 -0.077104999999999993 0.11461000000000002 -0.22461999999999996 -0.15892999999999999 0.022560000000000004 -0.059649999999999988 -0.069999999999999993 0.13924000000000003 -0.043669999999999994 0.10772500000000002 0.091295000000000015 0.11815000000000002 0.090900000000000022 0.097385000000000013 0.088475000000000012 0.12757000000000002 0.11903500000000002 0.14699000000000004 -0.0058249999999999994 -0.073574999999999988 0.12899500000000003 0.11560500000000001 0.083935000000000023 0.084655000000000022 0.11924500000000002 0.094825000000000007 0.10209000000000001 0.087235000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 8 -4 11 -9 13 -13 14 17 16 -16 18 19 22 21 -21 23 29 -25 26 27 -24 -27 -7
right_child=-2 2 6 -5 5 9 -8 10 -10 -11 -12 12 -14 -15 15 -17 -18 -19 -20 20 -22 -23 25 24 -26 28 -28 -29 -30 -31
leaf_value=-0.0035644605184123588 0.001913841578740782 -0.0022884222014047401 0.00041564266683290837 -0.0038853556973238788 0.0046731092792470013 -0.00014453168148093837 -0.0010419842822907064 -0.00081324930506525566 0.0081602205461619986 -0.0033107990142612143 0.0030860518327379531 0.0053549136482373191 -0.0030466697568772363 -0.0039131282269954685 0.00040149167221638241 -0.00085473759590010904 0.0056858721862746674 -0.0029594108229503038 0.0046633092580701816 -0.0026368022197857501 -0.0059254442737437787 0.0029678248229902237 0.0017262104805558919 -0.0079287790604645313 0.00049815274375889982 -0.0037589092536464983 2.6999922870188665e-05 0.0080256130147193152 0.0017919381964020431 0.0011204755110534364
leaf_weight=28 30 38 23 30 20 2169 26 32 23 21 27 30 20 20 28 38 28 26 22 24 20 20 20 21 28 23 29 21 24 212
leaf_count=28 30 38 23 30 20 2169 26 32 23 21 27 30 20 20 28 38 28 26 22 24 20 20 20 21 28 23 29 21 24 212
internal_value=0 -1.8575e-05 0.000831317 -6.77303e-05 -2.81284e-05 6.44472e-06 0.00173628 0.00242423 0.00428793 -2.63729e-05 0.000971177 -1.94039e-06 0.00199428 -3.79343e-05 -9.78175e-06 0.00146773 0.00304368 -6.2014e-05 -3.34032e-05 -7.29772e-05 -0.00191306 -8.92445e-05 -2.67404e-05 -9.40348e-05 -0.00311339 0.00137091 0.00291207 0.00495273 -0.000924434 -3.18977e-05
internal_weight=0 3091 169 2922 2892 2864 131 105 46 2844 59 2823 50 2773 2753 94 56 2659 2633 2611 64 44 2547 2430 49 117 70 41 47 2381
internal_count=3121 3091 169 2922 2892 2864 131 105 46 2844 59 2823 50 2773 2753 94 56 2659 2633 2611 64 44 2547 2430 49 117 70 41 47 2381
is_linear=0
shrinkage=0.1


Tree=753
num_leaves=31
num_cat=0
split_feature=1455 1455 52 482 49 159 1428 157 1426 156 12 0 1 0 1455 1 1208 1210 480 0 3 3 43 1 16 2 49 3 1 43
split_gain=0.01218 0.0288524 0.0169737 0.031943 0.0233332 0.0264609 0.0172742 0.0356164 0.0239696 0.0199212 0.0459141 0.0378796 0.0221699 0.068309 0.0674647 0.0670822 0.0545567 0.118451 0.049921 0.0507069 0.0574351 0.146874 0.18855 0.0625366 0.0925103 0.125022 0.0699816 0.0571651 0.0587825 0.0575231
threshold=0.12033000000000001 0.11364500000000001 0.51358000000000004 0.11958000000000001 0.093350000000000002 -0.46267499999999995 0.094820000000000015 -0.049319999999999996 -0.061919999999999996 0.11659000000000001 0.093965000000000007 -0.014954999999999998 0.085760000000000017 -0.17169499999999996 -0.06822499999999998 0.084785000000000013 0.10233500000000001 -0.063274999999999984 -0.077929999999999985 -0.26609999999999995 -0.078724999999999976 -0.081054999999999974 -0.00088499999999999983 0.096860000000000016 -0.08595499999999999 0.086100000000000024 -0.0072499999999999986 -0.082594999999999988 0.13332000000000002 0.0047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -4 8 -8 -1 12 11 -11 13 -10 -14 -15 17 -16 -19 -20 21 27 -23 24 25 -22 -26 28 29 -21
right_child=-2 -3 4 -5 -6 -7 7 -9 9 10 -12 -13 14 15 16 -17 -18 18 19 20 23 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0029444657066570864 0.0024001995500709332 -0.0036248137674357913 0.00504163719645779 -0.0037428594644829307 -0.0011220166495499702 0.00077818871233486446 -0.00062580501230863426 0.0048411752181974329 0.0051770762247205886 0.0068161566275410316 -0.0011613303735485358 0.00073522301157936455 0.0053767594386590649 2.2150285036307182e-05 -0.0072472028362636394 0.0050485609168255778 0.0045683371790108231 -0.0053684204781893645 -0.005314535680226982 -0.0018167128237268036 0.011694495342671871 -0.0014081656961934643 -0.013785450796131044 -0.0002409298433264747 -0.0049537243915256119 0.0015534376229850515 0.0015261662705452182 0.0040604625394245466 0.0043927478161640467 0.0024315557255397075
leaf_weight=28 21 22 24 23 26 37 26 22 27 21 33 20 20 1599 26 27 21 20 20 230 20 32 20 522 20 31 100 26 20 37
leaf_count=28 21 22 24 23 26 37 26 22 27 21 33 20 20 1599 26 27 21 20 20 230 20 32 20 522 20 31 100 26 20 37
internal_value=0 -1.62594e-05 9.53272e-06 -3.05176e-05 0.00138643 0.00245561 -1.74945e-06 0.00187989 -3.26806e-05 -4.48903e-06 0.00161513 0.00384985 -4.70199e-05 0.000188452 -0.000381127 0.000105615 -0.000481701 -0.000576052 -0.000418083 -0.00032624 -0.000231944 -0.00124718 -0.00616866 0.000302775 0.00196251 0.00553032 0.000446184 -0.000429551 -0.000836312 -0.001228
internal_weight=0 3100 3078 2991 87 61 2968 48 2920 2892 74 41 2818 1653 1165 1626 1145 1124 1098 1078 1058 365 52 693 171 51 120 313 287 267
internal_count=3121 3100 3078 2991 87 61 2968 48 2920 2892 74 41 2818 1653 1165 1626 1145 1124 1098 1078 1058 365 52 693 171 51 120 313 287 267
is_linear=0
shrinkage=0.1


Tree=754
num_leaves=31
num_cat=0
split_feature=399 1201 398 400 133 1455 1455 47 51 51 157 473 472 475 2 2 0 0 1 11 15 0 13 2 0 16 483 2 2 2
split_gain=0.0118679 0.0187758 0.0193405 0.0302323 0.0263736 0.015349 0.0230011 0.018558 0.0162761 0.0347257 0.0175996 0.0220001 0.0212021 0.0362849 0.025776 0.0705371 0.0570252 0.0397712 0.0344192 0.0541058 0.0506045 0.0478806 0.0431969 0.0340468 0.0428683 0.0569419 0.0368416 0.0373691 0.0454068 0.0482833
threshold=-0.087854999999999989 -0.08126499999999999 0.10586000000000002 0.10361500000000003 -0.52400999999999998 0.12033000000000001 0.11364500000000001 0.13827000000000003 0.15466000000000005 0.24916000000000002 -0.37163499999999994 -1.0000000180025095e-35 -0.10116499999999999 0.093020000000000005 0.113445 0.11144000000000001 0.034820000000000011 -0.24955499999999997 0.13332000000000002 0.097680000000000017 -0.41942499999999994 0.16094000000000003 -0.085584999999999981 0.11704500000000001 -0.14832499999999996 -0.054549999999999994 0.10143000000000001 0.11870500000000002 0.31358000000000003 0.17760500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 10 -10 -6 -12 -13 14 15 17 23 -14 19 21 22 -19 -20 24 -16 -26 27 -25 29 -29
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 11 12 13 -15 16 -17 -18 18 20 -21 -22 -23 -24 26 25 -27 -28 28 -30 -31
leaf_value=0.0017803099516124745 -0.0030753797420766207 0.0035339818602161746 0.0024836781607460111 -0.0034221334275431358 -0.002911470573218096 0.002738690548576415 -0.0032623324596153741 -0.0023057901686323544 0.0047007961188564491 5.7710928376764056e-06 0.003144162936289583 -0.0028192309973140558 0.0044573870534077289 0.0042406376893632117 -0.0061763033083739828 0.0038916065299417824 -0.0053790632537566128 -8.1955061113941175e-05 0.0035738162358757114 -0.0044542150721619172 0.0064482338773086669 0.0042354722793858787 -0.0029986153435311285 0.0037616025897607742 -0.0040436679280052585 0.002067713169080596 -0.0040500882547348741 -7.6295482323747945e-05 0.0039048464055388022 -0.0051988865388557315
leaf_weight=37 20 21 31 26 21 20 22 35 23 50 22 27 20 20 21 48 25 2132 20 28 20 26 20 28 30 31 21 230 26 20
leaf_count=37 20 21 31 26 21 20 22 35 23 50 22 27 20 20 21 48 25 2132 20 28 20 26 20 28 30 31 21 230 26 20
internal_value=0 -2.13591e-05 -1.42423e-06 -2.68242e-05 2.53329e-06 -2.23027e-05 -4.09204e-05 -1.68473e-05 1.06924e-05 0.00148503 -2.72577e-05 -5.74132e-06 -3.05526e-05 -3.33123e-06 -3.42414e-05 9.81373e-05 -0.000743325 1.77813e-05 -2.17521e-05 -8.66075e-05 0.00234114 -2.99379e-05 0.0002876 -0.000458575 -0.00227943 -0.000937884 8.41028e-07 0.000280675 -7.24626e-05 -0.000486103
internal_weight=0 3084 3064 3033 3007 2986 2966 2944 2909 73 2836 2815 2793 2766 2746 2314 432 2266 2246 2186 60 2158 40 407 82 61 325 304 276 250
internal_count=3121 3084 3064 3033 3007 2986 2966 2944 2909 73 2836 2815 2793 2766 2746 2314 432 2266 2246 2186 60 2158 40 407 82 61 325 304 276 250
is_linear=0
shrinkage=0.1


Tree=755
num_leaves=31
num_cat=0
split_feature=39 39 2 1 4 15 8 9 9 10 30 40 2 1452 11 12 2 14 1429 52 3 13 3 484 2 16 151 0 457 0
split_gain=0.0120651 0.0176442 0.0151459 0.0199014 0.0937006 0.0607948 0.0223991 0.0202834 0.0259035 0.020385 0.0462208 0.0277155 0.0311294 0.022837 0.0214654 0.0303343 0.0240653 0.0328178 0.0351341 0.026526 0.0236999 0.0810121 0.0818848 0.0761572 0.0823994 0.0726904 0.109913 0.0544695 0.0759294 0.0444448
threshold=0.16946000000000003 0.12081000000000001 0.31358000000000003 0.13968000000000003 0.51164000000000009 -0.073184999999999986 0.091215000000000004 0.092235000000000011 0.088235000000000022 -0.0087699999999999983 0.085875000000000021 0.097265000000000018 0.14838000000000004 0.11815000000000002 0.096435000000000007 0.10589000000000003 0.13622000000000004 -0.23960999999999996 -0.23041999999999999 0.070205000000000017 -0.0049599999999999991 -0.15714499999999998 -0.0087149999999999988 0.087020000000000014 0.092235000000000025 -0.095964999999999981 -0.00016499999999999997 -0.21861499999999998 0.091945000000000013 -0.14832499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 7 8 9 10 -1 12 13 14 16 -16 17 -11 -19 -18 21 -20 -23 24 25 -22 -27 28 -26 -29
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 11 -12 -13 -14 -15 15 -17 19 18 20 -21 23 22 -24 -25 27 26 -28 29 -30 -31
leaf_value=0.0043290119970951111 -0.0022818969780295764 0.0024719858967602766 -0.0024575820611789823 -0.0032667058872328583 0.0058227496992913075 0.0035447547212243084 -0.0033659821609035136 0.0030886945400630966 -0.0036168208485469222 0.0026023684852221549 -0.0012499781704887196 -0.0033590541500598189 0.0029927939943530982 -0.0033367126647915156 0.0049174607554007144 -0.00023798171337693929 -0.00050549512677770553 -0.0038722796132788064 -0.0056954537778018191 -0.0047918660650876441 -5.588886625547377e-05 -1.1780812776613817e-05 -0.0054541910865477158 -0.0035913288062955767 -0.0058752899493781791 0.00087917141821074846 0.0090538620372842028 0.0049198566273284646 0.0011237587427697896 0.00031859145159064152
leaf_weight=33 23 29 25 38 32 20 20 21 20 47 27 25 34 21 21 25 42 24 26 22 36 2182 28 36 31 29 38 26 31 109
leaf_count=33 23 29 25 38 32 20 20 21 20 47 27 25 34 21 21 25 42 24 26 22 36 2182 28 36 31 29 38 26 31 109
internal_value=0 1.69411e-05 -6.25739e-06 1.3875e-05 0.00147876 -0.000917926 -3.07558e-05 -8.02079e-06 -3.03452e-05 -5.55104e-06 0.00181847 -4.41818e-05 -1.46691e-05 -5.15306e-05 -2.64711e-05 0.00211559 -6.28711e-05 -1.64737e-05 -6.38873e-05 -0.00197894 -2.83502e-05 -0.000146022 -8.07344e-05 0.000754727 0.00127625 0.00356826 0.00551556 7.78948e-05 -0.00237577 0.00120476
internal_weight=0 3098 3069 3044 90 58 2954 2934 2913 2893 60 2833 2808 2774 2753 46 2707 2643 2596 64 2572 2236 2210 336 300 103 67 197 62 135
internal_count=3121 3098 3069 3044 90 58 2954 2934 2913 2893 60 2833 2808 2774 2753 46 2707 2643 2596 64 2572 2236 2210 336 300 103 67 197 62 135
is_linear=0
shrinkage=0.1


Tree=756
num_leaves=31
num_cat=0
split_feature=3 11 104 43 1375 1371 482 39 43 151 456 49 43 151 16 151 151 4 133 4 3 1 0 12 16 12 2 16 0 3
split_gain=0.0115942 0.0168631 0.0257016 0.0135564 0.0494802 0.0431165 0.0567931 0.0426387 0.0934034 0.0417947 0.0623235 0.0882829 0.0357384 0.0376576 0.0641469 0.0476101 0.0332468 0.0547617 0.0541907 0.0365215 0.0630986 0.0823097 0.0635702 0.0519893 0.0878586 0.0607404 0.0506486 0.0777964 0.0478963 0.0394817
threshold=0.63141500000000017 -0.072629999999999986 0.079665000000000014 -0.082389999999999977 -0.15308499999999997 1.0000000180025095e-35 0.098465000000000011 0.10262 -0.23714499999999997 -0.09693499999999998 0.041000000000000002 0.13725000000000001 -0.082144999999999982 -0.08317999999999999 -0.090764999999999985 -0.086379999999999985 -0.14575499999999997 -0.52556499999999995 0.086990000000000012 -0.00027999999999999998 -0.082594999999999988 0.092845000000000025 -0.059114999999999994 0.087505000000000013 -0.088704999999999992 0.090695000000000012 0.10327000000000001 -0.0094449999999999968 -0.07403499999999999 -0.15713499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 16 -9 10 11 -5 -11 14 -14 -16 18 -18 -6 20 21 22 28 24 -21 -25 27 -22 29 -19
right_child=-2 2 -4 9 5 -7 -8 8 -10 12 -12 -13 13 -15 15 -17 17 19 -20 23 26 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0029109296330716464 -0.0022369196193049784 0.004749109081923962 -0.0031954955765977505 -0.0095937085247715017 0.0066816758897662769 -0.0037742167084406208 -0.003514610556238848 -0.00097099081834866891 0.0085778029216453441 -0.0040305055360394448 0.0014812909000154054 -0.0011738626850825368 0.006901861913502217 -6.169205886438932e-05 -0.0021179346644203179 0.0037063412826973947 -0.0049537348351441322 -0.0033898587990552191 -0.00059159474476473412 -0.00058099260728541532 0.0081711099370671749 -0.0058055227453058418 0.0049028649227693677 0.0042940112810325006 -0.0084721031243957228 -0.0015497392149763588 -0.0010407925721395898 0.0019121178110095022 -0.0043059439438840616 0.00075303678211437533
leaf_weight=20 23 25 25 20 21 26 36 21 20 22 28 33 21 2037 32 25 20 25 20 43 29 22 30 29 21 46 27 63 23 288
leaf_count=20 23 25 25 20 21 26 36 21 20 22 28 33 21 2037 32 25 20 25 20 43 29 22 30 29 21 46 27 63 23 288
internal_value=0 1.66072e-05 -2.19932e-06 2.39495e-05 0.000367386 0.000232148 0.000365012 0.000551732 0.00368696 -0.000105342 -0.00233501 -0.00435116 -2.08302e-05 2.0878e-05 0.00217723 0.000436572 0.000369915 0.00019977 0.00313374 0.000359321 0.000753018 0.000135196 0.000492288 -0.00107668 -0.00317026 0.000709844 0.00276743 0.00388506 9.84863e-05 0.000422135
internal_weight=0 3098 3078 3053 835 810 784 748 41 2218 81 53 2137 2115 78 57 707 666 41 646 507 388 366 139 64 75 119 92 336 313
internal_count=3121 3098 3078 3053 835 810 784 748 41 2218 81 53 2137 2115 78 57 707 666 41 646 507 388 366 139 64 75 119 92 336 313
is_linear=0
shrinkage=0.1


Tree=757
num_leaves=31
num_cat=0
split_feature=39 376 44 0 1 1374 15 376 376 13 1452 4 51 51 15 12 0 15 1209 4 4 4 4 13 12 13 13 13 1374 0
split_gain=0.0130431 0.0154226 0.0140175 0.0164609 0.0986155 0.0221379 0.0215474 0.0199385 0.0209604 0.0169593 0.0452281 0.0389306 0.038627 0.0685569 0.196304 0.0611328 0.0716106 0.0564969 0.0406278 0.0372625 0.0859731 0.0609543 0.10219 0.0413779 0.0418865 0.0402541 0.0354436 0.0914299 0.089287 0.0952702
threshold=0.16946000000000003 0.11690000000000002 0.10049500000000001 -0.24955499999999997 0.10684 -0.41674499999999998 -0.56368999999999991 0.091135000000000008 0.087615000000000012 -0.066634999999999986 0.10052000000000001 -0.17966999999999997 0.094785000000000022 0.081440000000000026 -0.088429999999999995 0.092755000000000018 -0.08824499999999999 -0.090644999999999989 -0.077874999999999986 -0.085719999999999977 -0.083854999999999985 -0.082349999999999993 -0.081714999999999996 -0.069964999999999986 0.094375000000000014 -0.071554999999999994 -0.085384999999999975 -0.085804999999999979 0.086000000000000007 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 8 9 11 -11 -8 13 18 -15 16 17 -14 -13 -20 -21 -22 -23 25 -25 26 27 28 29 -24
right_child=-2 -3 -4 5 -6 6 7 -9 -10 10 -12 12 15 14 -16 -17 -18 -19 19 20 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0067036492072723129 -0.002372574113795291 0.0025427449504301577 -0.0021902516064763971 -0.0033256295789033177 -0.0026612601202467214 0.0031305264465944756 0.0034852861866561907 -0.0029435028463764036 0.0031602832460997719 -0.00017243938393631694 -0.0044615687390323726 0.0034533309763193961 0.0048709138316790704 0.0018949807280053696 -0.010238759898735832 -0.0016209484504846234 0.0070401341567048808 -0.0016267110785975092 -0.0032699552399924761 0.0056110870226153305 -0.0046061934670433404 0.0065719002770492814 0.0006155864173740316 -0.00058664808214719719 0.0049038534659440773 -0.0040614916011691097 0.00059863750696725524 -0.0060806355587656388 0.0052880154681150563 -0.0022421069626043125
leaf_weight=22 23 24 29 20 23 22 36 23 21 1481 25 36 23 30 24 36 32 32 33 28 28 24 269 24 33 26 432 29 27 206
leaf_count=22 23 24 29 20 23 22 36 23 21 1481 25 36 23 30 24 36 32 32 33 28 28 24 269 24 33 26 432 29 27 206
internal_value=0 1.76143e-05 -2.10043e-06 1.87391e-05 0.00191714 -9.73691e-06 1.25174e-05 -1.06727e-05 1.23103e-05 -1.03758e-05 -0.00024364 0.000239124 0.000153948 -1.25619e-05 -0.00349779 0.00184477 0.00327886 0.00109048 0.00014493 4.21666e-05 0.000139236 -3.01348e-07 0.000120227 -2.78041e-05 0.00259206 -0.000178797 -7.39687e-05 -0.000621174 -0.000305787 -0.00062375
internal_weight=0 3098 3074 3045 45 3000 2980 2958 2935 2914 1506 1408 1372 1249 54 123 87 55 1195 1159 1126 1098 1070 1046 57 989 963 531 502 475
internal_count=3121 3098 3074 3045 45 3000 2980 2958 2935 2914 1506 1408 1372 1249 54 123 87 55 1195 1159 1126 1098 1070 1046 57 989 963 531 502 475
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=31
num_cat=0
split_feature=3 3 0 403 402 151 403 42 403 403 0 3 43 2 4 13 15 4 42 131 131 160 160 1372 1427 15 16 1 3 52
split_gain=0.0116358 0.081033 0.201571 0.055451 0.0550489 0.0476942 0.0469848 0.0881479 0.0600222 0.0950168 0.0769107 0.0528889 0.161762 0.0536335 0.0983188 0.0492519 0.0399246 0.0646881 0.0407012 0.0386679 0.0403605 0.0372469 0.066412 0.0359228 0.0643683 0.0512828 0.0349016 0.052721 0.115245 0.0559027
threshold=-0.082234999999999989 -0.082484999999999989 -0.086409999999999987 -0.53762499999999991 0.13597000000000001 0.13340000000000005 -0.41825499999999993 0.09832500000000001 -0.14125499999999999 -0.088584999999999983 -0.076234999999999983 -0.080564999999999984 0.0034250000000000005 0.093175000000000022 -0.0029599999999999995 -0.084419999999999981 -0.086849999999999997 -0.080584999999999976 0.088060000000000013 0.11863000000000001 0.11130500000000002 -0.54913999999999985 -0.53327999999999987 -0.065504999999999994 0.083935000000000023 -0.015039999999999998 -0.095964999999999981 0.077565000000000009 -0.092174999999999993 0.088005000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 23 6 7 -5 10 -10 -8 12 13 14 16 -16 -11 -18 -19 20 21 -13 -23 -1 26 -26 27 28 -25 -30
right_child=3 2 -4 5 -6 -7 8 -9 9 11 -12 19 -14 -15 15 -17 17 18 -20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0031870027174175316 -0.0045056596036061073 0.011131558577282071 -0.0010635823547614344 0.0080088524864549981 0.0049086108145749438 0.0040735706833570648 -0.0084769960539415479 -0.00019302349966509563 0.0065181729716381857 0.0044271402548821202 0.0001878446921528805 0.0038708047267088357 -0.0085499467529977363 0.0035088099177098941 -0.0078237771918928181 -0.0014497179485095497 0.0034838913146522828 -0.0060618922690905278 9.2946177094497474e-05 -0.0040165257659585526 0.0044917379243997859 -0.0055527230978689411 -1.2379254398685961e-05 0.0074241556440080916 0.0072412086142735052 0.00024465559050440788 -0.00031596157809488719 -0.00020197345190050935 0.0028671499200684666 -0.0041650870026387569
leaf_weight=35 29 23 33 20 23 27 20 38 21 21 21 24 30 27 27 22 25 21 22 24 20 22 1307 35 22 20 996 120 26 20
leaf_count=35 29 23 33 20 23 27 20 38 21 21 21 24 30 27 27 22 25 21 22 24 20 22 1307 35 22 20 996 120 26 20
internal_value=0 0.000220721 0.00394514 -0.000168911 5.99134e-05 -9.65906e-05 -0.000162358 0.00263521 -0.000260459 -0.000164417 -0.00403891 -0.000252567 -0.0017953 -0.000567185 -0.00136466 -0.00496195 0.000615869 -0.000561142 -0.00291291 -3.72242e-05 3.23339e-05 -3.35848e-05 -0.000104093 -2.76219e-05 6.16261e-05 0.00390952 -7.33876e-05 0.00112862 0.00309987 -0.000190344
internal_weight=0 1353 56 1768 1297 1739 1712 58 1654 1613 41 1592 195 165 138 49 89 68 43 1397 1373 1353 1329 1274 1239 42 1197 201 81 46
internal_count=3121 1353 56 1768 1297 1739 1712 58 1654 1613 41 1592 195 165 138 49 89 68 43 1397 1373 1353 1329 1274 1239 42 1197 201 81 46
is_linear=0
shrinkage=0.1


Tree=759
num_leaves=31
num_cat=0
split_feature=403 16 403 13 403 1208 1211 1211 1211 393 52 43 2 52 2 399 43 2 133 12 4 4 42 1213 16 16 1213 42 12 401
split_gain=0.012329 0.0831017 0.080655 0.0540938 0.0173085 0.0167455 0.0133998 0.0566473 0.040039 0.0215536 0.019222 0.0507484 0.151191 0.0787053 0.0887213 0.102068 0.097992 0.0830448 0.121326 0.174429 0.199938 0.0750187 0.0747888 0.0650215 0.0547664 0.0502028 0.0449083 0.0749552 0.0789383 0.0695004
threshold=-0.53960999999999981 -0.080509999999999984 -0.53255499999999989 -0.051094999999999995 -0.52445499999999989 0.099975000000000008 0.13003000000000001 0.11789500000000001 0.11088500000000003 0.12679500000000002 0.0031350000000000002 -0.011694999999999999 0.079055000000000014 0.50744500000000003 0.084855000000000014 1.0000000180025095e-35 -0.0037449999999999996 0.097605000000000011 -0.040449999999999993 0.082095000000000015 -0.080094999999999986 -0.083644999999999983 0.089390000000000011 -1.0000000180025095e-35 -0.08595499999999999 -0.088159999999999988 -0.011639999999999998 -0.0041849999999999986 0.087075000000000014 0.080190000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -4 6 7 8 9 10 -6 26 -13 14 16 17 21 18 22 -20 -21 24 25 -18 -14 -16 27 28 -12 -28
right_child=2 3 4 -5 5 -7 -8 -9 -10 -11 11 12 13 -15 15 -17 23 -19 19 20 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0068114901077933609 -0.0062083486290205091 0.0026164236711338166 0.0024852421554637013 -0.0033594667290647827 0.00020260607643905905 -0.0028965291939675808 -0.0023975891911465191 0.0048640019345233066 -0.003847251848007242 0.0032929872022941713 -0.0048992966930381954 -0.0073141774770596789 -0.0021848493458136269 0.0041979662288213152 -0.0013744481317698957 0.0032195168793097968 0.0018591906293295324 -0.00029777738481743247 -0.00026866863302599931 -0.017454817493192176 -0.004501805128529668 -0.0062701233639381824 0.003092733841801349 0.0091276158625259989 0.0049701981991529462 -0.0070196097048566405 0.00021537972807731689 0.006394982024406394 0.0024370194122787904 -0.0044695857407264956
leaf_weight=20 21 28 28 33 1774 20 23 24 27 20 20 36 23 32 50 36 32 111 26 22 26 20 26 20 20 23 461 30 55 34
leaf_count=20 21 28 28 33 1774 20 23 24 27 20 20 36 23 32 50 36 32 111 26 22 26 20 26 20 20 23 461 30 55 34
internal_value=0 0.00121762 -3.24432e-05 -0.000616435 1.05161e-05 -1.26508e-05 6.76268e-06 2.55212e-05 -1.41927e-05 2.15313e-05 -1.21081e-06 -0.000329018 -0.00106984 -0.00058848 -0.000940586 -0.00179672 0.00144171 -0.00243258 -0.00380232 -0.00686538 -0.0104386 -0.00121032 -0.00151275 0.00465474 0.00114308 -0.00315306 0.00029204 0.00217047 0.000480668 -0.000106416
internal_weight=0 81 3040 61 3019 2991 2971 2948 2924 2897 2877 1103 503 467 435 320 115 284 173 74 48 63 99 52 43 73 600 105 75 495
internal_count=3121 81 3040 61 3019 2991 2971 2948 2924 2897 2877 1103 503 467 435 320 115 284 173 74 48 63 99 52 43 73 600 105 75 495
is_linear=0
shrinkage=0.1


Tree=760
num_leaves=31
num_cat=0
split_feature=1213 1213 0 2 3 1212 52 16 4 3 402 402 16 3 480 0 402 402 132 133 1186 52 4 52 12 1213 3 16 2 151
split_gain=0.0131974 0.0465503 0.0249786 0.0545759 0.0439435 0.0992671 0.0703118 0.097511 0.0600913 0.0175475 0.0957702 0.0844721 0.0544432 0.170796 0.0565204 0.14274 0.0929293 0.103347 0.0542403 0.125394 0.074184 0.0549362 0.187595 0.122087 0.0584766 0.0459219 0.0458286 0.226077 0.0581633 0.0463762
threshold=-0.086979999999999988 -0.085284999999999986 -0.07929499999999999 0.094565000000000024 -0.086554999999999979 0.041590000000000009 0.08734500000000002 -0.088394999999999987 -0.08713499999999999 -0.081734999999999988 0.13775000000000001 0.11375000000000002 -0.088704999999999992 -0.082594999999999988 0.086995000000000017 -0.085254999999999984 0.091090000000000018 0.087360000000000007 -0.083284999999999984 -0.020859999999999997 0.0044650000000000011 0.10611000000000001 -0.078439999999999996 0.092320000000000013 0.078300000000000008 -0.071559999999999985 -0.080634999999999984 -0.14322499999999996 0.091055000000000011 0.13340000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 8 6 7 -6 -1 11 25 12 13 -3 16 -16 17 18 19 -14 21 23 -23 24 -20 -11 27 -27 -29 -28
right_child=1 9 3 -5 5 -7 -8 -9 -10 10 -12 -13 14 -15 15 -17 -18 -19 20 -21 -22 22 -24 -25 -26 26 29 28 -30 -31
leaf_value=-0.00062013654767171199 -0.0046407692769373007 0.00055791041349948498 -0.0038595183447356369 0.0028407108038663864 0.00061761538580819774 -0.0049397229473909432 -0.0021848765892597539 0.008867274900979322 0.0058246049038970316 0.0046015349403023724 -0.0071236074094485962 0.0057840708160290018 0.0088494464564560487 0.0088995757788695676 -0.0095665108031508603 0.00096566013084919836 0.0062286563622562787 -0.0069780646061355428 0.0044314138341828117 -0.00089713206345384778 -0.0053011174823495823 -0.010345615869102237 0.0011010269120494585 0.0075178889896381981 -0.00023209071449730465 -0.011521905332448937 -0.0001357159388987961 -0.0013387561744280362 0.0047391999489627785 0.0045988756098917557
leaf_weight=23 22 270 31 20 38 29 30 23 39 20 20 27 22 27 22 31 23 22 28 33 28 22 41 22 677 21 1395 74 20 21
leaf_count=23 22 270 31 20 38 29 30 23 39 20 20 27 22 27 22 31 23 22 28 33 28 22 41 22 677 21 1395 74 20 21
internal_value=0 -5.84086e-05 0.000723966 -0.00123198 0.00127206 0.000155154 0.0017788 0.00372814 0.00343381 -2.32335e-05 -0.000247888 0.000249302 0.000131448 0.00131624 -0.000230946 -0.00340618 -4.76262e-05 -0.000208916 -3.83305e-05 0.0030015 -0.00024272 -6.34351e-05 -0.00289621 0.000182046 -4.68735e-05 -0.000159227 -0.000221418 -0.00214125 -4.5574e-05 -6.54995e-05
internal_weight=0 2888 233 51 182 120 91 61 62 2866 1571 1295 1268 297 971 53 918 895 873 55 818 790 63 727 705 1551 1531 115 94 1416
internal_count=3121 2888 233 51 182 120 91 61 62 2866 1571 1295 1268 297 971 53 918 895 873 55 818 790 63 727 705 1551 1531 115 94 1416
is_linear=0
shrinkage=0.1


Tree=761
num_leaves=31
num_cat=0
split_feature=1208 1209 1208 1209 1208 1213 42 43 15 15 1212 133 1212 1213 1213 483 158 159 2 50 50 15 0 0 160 0 10 13 1374 2
split_gain=0.0121425 0.0292707 0.0548263 0.0685728 0.0231249 0.012517 0.0427462 0.0518208 0.0409783 0.0269078 0.0216819 0.0542715 0.0457571 0.0183545 0.0248947 0.0408932 0.0210388 0.0217199 0.0624401 0.0299143 0.0227989 0.0182576 0.0180665 0.13936 0.188919 0.065979 0.0538711 0.0449913 0.0449725 0.046419
threshold=0.11846000000000001 0.11677000000000001 0.10233500000000001 -0.094304999999999986 1.0000000180025095e-35 -0.091914999999999983 0.086835000000000009 -0.0061399999999999988 0.08517000000000001 0.086715000000000014 -0.087464999999999987 -0.071719999999999992 -0.066149999999999987 -0.086394999999999986 -0.082994999999999985 -0.47356499999999996 0.13509500000000002 0.13255000000000003 0.085515000000000022 -0.47248999999999991 -0.24386999999999998 0.23208000000000004 -0.085754999999999984 -0.086834999999999982 -0.015149999999999999 -0.087319999999999995 -0.079859999999999987 -0.085744999999999988 0.081125000000000017 0.31098000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5 -8 11 -7 -12 -14 -15 -16 17 19 -19 -17 -21 22 23 25 -25 26 -22 -26 29 -24
right_child=-2 -3 -4 4 -6 10 9 -9 -10 -11 12 -13 13 14 15 16 -18 18 -20 20 21 -23 28 24 27 -27 -28 -29 -30 -31
leaf_value=-0.0054666378859268587 0.0021520400348191081 -0.0034259663559496403 0.004873719649470371 0.0020252735745161774 0.0031731023255776127 0.0013248150873308381 -0.0033778688094268242 -0.00032751246613475522 0.0080982035628403542 0.00052621526405096568 0.0038688384679456556 -0.0043986868781094269 -0.0023668830296682086 0.0025472184435489614 -0.0042629795655122265 0.0036568448899991137 0.0029831670692858653 -0.0064386547636240722 0.00082434196073304989 -0.0025811681811007607 0.0037877129785942308 0.0025751719854910067 0.00019459802433890745 -0.012048814227075681 -0.0048851506272330888 0.0042940071373082254 -0.0003210189045963553 0.0011609602195676416 0.0038489445726471866 -0.0040719602901775108
leaf_weight=23 26 25 23 25 23 30 27 37 20 51 30 37 34 37 23 22 23 20 29 35 33 27 1326 23 20 34 967 32 33 26
leaf_count=23 26 25 23 25 23 30 27 37 20 51 30 37 34 37 23 22 23 20 29 35 33 27 1326 23 20 34 967 32 33 26
internal_value=0 -1.80785e-05 9.673e-06 -2.70428e-05 1.43298e-05 -9.87942e-06 0.000850703 0.00244485 0.00472435 -0.000825198 -5.83459e-05 -0.00183592 -1.54123e-05 -5.78786e-05 -2.89095e-05 -6.45686e-05 -2.81296e-05 -5.44942e-05 -0.00214015 -1.48522e-05 -4.64552e-05 -1.12649e-05 -3.92656e-05 -0.000340045 -0.00450233 -3.81378e-05 -0.000185431 -0.00116447 0.000201575 0.000112549
internal_weight=0 3095 3070 3047 3024 3001 160 82 45 78 2841 67 2774 2744 2710 2673 2650 2627 49 2578 2556 2521 2494 1109 75 1034 1000 52 1385 1352
internal_count=3121 3095 3070 3047 3024 3001 160 82 45 78 2841 67 2774 2744 2710 2673 2650 2627 49 2578 2556 2521 2494 1109 75 1034 1000 52 1385 1352
is_linear=0
shrinkage=0.1


Tree=762
num_leaves=31
num_cat=0
split_feature=151 151 1371 1374 1 457 1 457 8 4 0 0 402 9 49 15 16 39 0 0 3 2 447 129 0 124 2 2 124 12
split_gain=0.0128562 0.0239005 0.0183762 0.0186013 0.0652485 0.021455 0.0366466 0.0322836 0.021686 0.0182188 0.0570371 0.0373683 0.0352967 0.0376672 0.0448953 0.0477129 0.0639496 0.0605004 0.0532688 0.0849719 0.0341339 0.0495944 0.0338042 0.0293413 0.0280658 0.0363018 0.0260979 0.0351056 0.0313914 0.0487824
threshold=0.26665000000000005 0.12955000000000003 0.087810000000000013 -0.064634999999999984 0.087695000000000009 0.098180000000000003 0.10781 0.091945000000000013 0.089545000000000013 0.24564500000000003 -0.22491999999999998 -0.23194499999999998 0.09388500000000001 -0.08477999999999998 0.11475 -0.11033999999999998 -0.51370499999999997 0.085330000000000003 -0.073309999999999986 -0.010949999999999998 0.11296500000000002 0.10613000000000002 0.086195000000000008 -0.08341999999999998 -0.057069999999999989 -1.0000000180025095e-35 0.12992500000000004 0.13622000000000004 -0.087984999999999994 -0.093619999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 8 9 11 -11 -5 13 -12 15 17 -17 18 20 -20 21 -15 23 -13 25 -19 28 -28 -25 -30
right_child=-2 -3 -4 5 -6 6 -8 -9 -10 10 12 22 -14 14 -16 16 -18 24 19 -21 -22 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=-0.0015129089657286252 -0.0020957045714724166 0.0033817786590329239 -0.0025086889464954109 0.0033920804229141638 0.0055769099146127706 0.00015939602106358977 -0.0052509883329981853 0.0029194006328716092 0.0025344970579625984 -0.0054294850211590532 -0.0039509154360174489 0.0035205308712371024 -0.0039806485325098034 0.0029714939959203119 -0.0039609629458383375 0.0012983817446123188 -0.0054099375640766492 0.00077239994114885731 -0.0038506868376356109 0.0050616765494930866 0.0014470188564155251 0.0097655553455379893 0.0034598313471568484 0.0025971845292100094 0.002391785458135216 -0.0041072404147276002 0.0048577621336216518 0.00054786989590557258 -0.0042698392146748717 -0.00014199590734885771
leaf_weight=27 29 21 29 33 25 31 21 38 33 24 23 23 25 21 23 30 27 30 23 20 20 22 28 41 23 31 23 106 29 2242
leaf_count=27 29 21 29 33 25 31 21 38 33 24 23 23 25 21 23 30 27 30 23 20 20 22 28 41 23 31 23 106 29 2242
internal_value=0 1.96557e-05 -3.33505e-06 2.0549e-05 0.00189566 -1.20616e-05 -0.00202557 2.35757e-05 -1.43696e-05 -4.37078e-05 -0.000728666 4.90666e-05 -0.000373887 -6.61425e-05 0.000264783 0.000658273 -0.00187924 0.00141953 0.00300803 0.000294598 0.00486006 0.00644753 4.7972e-06 -3.44645e-05 -0.000585017 -0.00170742 -6.7961e-05 0.0013163 -0.000145197 -0.000194707
internal_weight=0 3092 3071 3042 52 2990 52 2938 2900 2867 342 2525 318 293 270 247 57 190 106 43 63 43 2492 2464 84 61 2441 129 2312 2271
internal_count=3121 3092 3071 3042 52 2990 52 2938 2900 2867 342 2525 318 293 270 247 57 190 106 43 63 43 2492 2464 84 61 2441 129 2312 2271
is_linear=0
shrinkage=0.1


Tree=763
num_leaves=31
num_cat=0
split_feature=13 1210 403 48 0 0 43 42 480 0 1446 10 49 0 0 160 160 483 133 133 150 457 4 15 13 4 39 0 0 52
split_gain=0.0123161 0.0298102 0.0758558 0.0308971 0.0299128 0.0761645 0.0991907 0.0945917 0.0611629 0.0603412 0.0453205 0.0458669 0.0515707 0.0595285 0.072294 0.0429408 0.0881673 0.0861824 0.0453792 0.103195 0.0400512 0.0594452 0.0535218 0.0424109 0.109451 0.0540564 0.053389 0.0487181 0.0437803 0.0478182
threshold=-0.066634999999999986 -0.077744999999999995 -0.0076149999999999994 -0.088439999999999977 -0.082394999999999982 -0.084044999999999995 -0.083434999999999995 0.090310000000000015 -0.085809999999999984 -0.080309999999999979 0.037915000000000011 -0.086389999999999981 0.10858500000000001 -0.0058249999999999994 0.062580000000000011 0.09389500000000002 0.062030000000000009 -0.03601999999999999 0.11524500000000001 0.10466000000000002 0.11188000000000002 0.091495000000000007 0.181285 -0.12255999999999999 -0.16152999999999998 0.066685000000000008 0.094675000000000009 -0.09515499999999999 -0.098289999999999975 -0.085984999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 8 -7 -8 -5 -6 11 -11 13 -13 -15 16 18 -17 19 20 21 23 -22 26 -25 28 27 -10 -26 -30
right_child=-2 3 -4 4 9 6 7 -9 15 10 -12 12 -14 14 -16 17 -18 -19 -20 -21 22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0054871099727118724 -0.00018780705210913776 0.0038365112998607481 -0.0017691205441951751 0.0054690696857869628 0.0029369034748953325 0.0028499039510885876 -0.0090505032109156735 -0.0014127993315923961 0.0038624246015816054 -0.003509269493925213 -0.0031941812655359916 0.00060556512407956592 -0.0025783991622852116 0.0081611997869331394 0.00055625536339357496 0.0027572252299814001 0.005312665667189586 -0.0049741729787733079 -0.0047178149866383707 0.0065835295300728279 0.0057201592256315055 -0.005684721013641961 -0.0012202731298748405 -0.0059335942984231425 0.0038863614442404999 -0.0035916144973165247 -0.0032302018144123612 -0.00072929495513173088 -0.0032333987944928762 0.0003145383533991525
leaf_weight=34 1648 22 25 20 95 21 31 34 68 27 37 273 41 25 25 21 31 46 21 23 25 21 20 37 29 43 21 35 44 278
leaf_count=34 1648 22 25 20 95 21 31 34 68 27 37 273 41 25 25 21 31 46 21 23 25 21 20 37 29 43 21 35 44 278
internal_value=0 0.00021012 0.00241244 0.000118227 5.94605e-05 -0.000300165 -0.00312503 -0.0050554 1.01018e-05 0.000657002 0.000150949 0.000467496 0.000762476 0.00118655 0.00435873 -0.00013299 9.97681e-05 -0.0025509 -0.000143239 5.93176e-06 -0.000237683 -0.000462152 0.00263552 -0.000264541 -0.000733424 -0.000245083 0.0013652 0.00230213 0.000164891 -0.000170273
internal_weight=0 1473 59 1414 1392 869 86 65 783 523 428 391 364 323 50 763 696 67 665 644 621 576 45 555 431 394 124 103 351 322
internal_count=3121 1473 59 1414 1392 869 86 65 783 523 428 391 364 323 50 763 696 67 665 644 621 576 45 555 431 394 124 103 351 322
is_linear=0
shrinkage=0.1


Tree=764
num_leaves=31
num_cat=0
split_feature=11 120 12 9 295 96 40 150 3 132 15 1210 12 132 12 2 12 132 52 43 1375 2 2 2 12 1374 43 2 1208 3
split_gain=0.0119135 0.0196454 0.0310772 0.0182472 0.0219452 0.0314862 0.0206272 0.0816263 0.0307905 0.0182934 0.056481 0.0493828 0.0562427 0.063387 0.0436603 0.0712772 0.0333531 0.0270875 0.0719304 0.0307953 0.0297453 0.0273149 0.0381992 0.0361022 0.0373189 0.0337163 0.128679 0.0314615 0.030054 0.111811
threshold=-1.0000000180025095e-35 0.09852000000000001 0.22926500000000002 -0.092544999999999975 0.084000000000000005 0.083725000000000008 -0.08440499999999998 0.084335000000000007 -0.015584999999999998 0.090050000000000005 0.093575000000000019 -0.047399999999999991 0.09320500000000001 0.096135000000000012 0.086915000000000006 0.10855000000000002 0.10266500000000002 0.0041800000000000006 0.088785000000000017 -0.088704999999999992 -0.4078199999999999 0.12992500000000004 0.12358500000000001 0.11928500000000002 0.09334000000000002 0.086000000000000007 -0.085594999999999991 0.13622000000000004 0.10233500000000001 -0.080564999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 17 11 -11 13 -13 15 -15 -14 20 19 -19 -8 22 23 25 -25 28 -27 -23 -22 -30
right_child=1 -3 -4 4 -6 -7 9 -9 -10 10 -12 12 16 14 -16 -17 -18 18 -20 -21 21 27 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.001983175364439376 0.0027040887679904702 -0.002958361508155411 0.0037855572913858024 0.0038016002668882724 -0.002573357216985614 0.0038781202442589261 -0.0035334625058685955 -0.0061582176184926465 -0.0014173770903233582 0.0033809839296736754 -0.0048714697342802545 -0.0066259434375052278 0.0032983786003713158 0.0043178353113708674 -0.00402204556781466 -0.0035585563373751942 -0.0014633733895607294 -0.0018441179823841796 0.0066360021905933061 0.0023850819956737039 -0.00013239471459047355 0.0040206832304487336 -0.0031969993350070879 0.0057911243374374789 -3.3502456393431537e-05 0.0082198498547887029 -0.0012110562572697511 0.00062462881138291811 0.0081526345852762465 -0.0014376521531131959
leaf_weight=30 25 22 22 20 33 21 23 26 26 32 30 26 38 27 28 20 24 36 23 33 2190 34 37 22 22 23 39 138 20 31
leaf_count=30 25 22 22 20 33 21 23 26 26 32 30 26 38 27 28 20 24 36 23 33 2190 34 37 22 22 23 39 138 20 31
internal_value=0 1.92479e-05 4.05928e-05 1.35533e-05 -8.7046e-06 1.96104e-05 -7.69037e-06 -0.00167963 0.000851743 3.38772e-05 -0.000832074 -0.000210628 -0.00091573 -0.0023711 -0.000896091 0.000966179 0.00145512 0.000106823 0.00179291 0.000178543 4.6676e-05 7.88917e-05 -8.91564e-06 4.13439e-05 0.00287881 -1.28674e-05 0.00228751 0.00129594 -7.651e-05 0.00232324
internal_weight=0 3091 3069 3047 3022 2989 2968 72 46 2896 225 195 163 101 75 47 62 2671 92 69 2579 2556 2384 2347 44 2303 62 172 2241 51
internal_count=3121 3091 3069 3047 3022 2989 2968 72 46 2896 225 195 163 101 75 47 62 2671 92 69 2579 2556 2384 2347 44 2303 62 172 2241 51
is_linear=0
shrinkage=0.1


Tree=765
num_leaves=31
num_cat=0
split_feature=128 42 38 38 11 120 12 39 39 39 11 8 1420 16 12 151 151 2 471 160 2 471 471 2 0 2 151 12 160 12
split_gain=0.0123732 0.0292052 0.0268303 0.015685 0.0242891 0.0187642 0.0253843 0.0185162 0.040671 0.035387 0.0271432 0.0253729 0.0233672 0.0231263 0.0415376 0.0204394 0.0201131 0.0193176 0.0313413 0.0267527 0.0494838 0.0254334 0.0250987 0.0235391 0.0700788 0.0445785 0.0751538 0.141426 0.0566347 0.0496236
threshold=0.11876500000000001 -0.064119999999999996 0.11100500000000002 0.091770000000000004 -0.011194999999999998 0.09852000000000001 0.22926500000000002 0.11536 0.10940500000000002 0.10076500000000001 0.10458500000000001 0.091215000000000004 0.056520000000000008 0.6352000000000001 0.097325000000000009 0.26665000000000005 0.12866000000000002 0.14285500000000004 0.10338500000000002 -1.0000000180025095e-35 0.15361500000000003 0.09074500000000002 0.088700000000000015 0.113445 0.18019500000000002 0.11728500000000001 -0.0033899999999999994 0.086915000000000006 -0.079009999999999983 0.10508500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 9 10 11 12 13 15 -15 16 17 18 21 -19 -21 22 23 24 -6 26 -25 -28 -27 -30
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 19 -20 20 -22 -23 -24 25 -26 28 27 -29 29 -31
leaf_value=-0.0034104690116475381 0.0044495651195757087 -0.00095461609991616576 -0.003673448262852617 0.0022764893310765425 3.5873262400509219e-05 -0.0030505408847238871 0.0034070017747581008 -0.0023948476518853568 0.0044087449099779836 -0.0035457985242828729 0.0034480270929634575 -0.0033090886862381648 -0.0032976753388841949 0.0053779463453049008 -0.00091883907793089748 -0.0027753841611019409 0.0030531471706291835 -0.00074140408273356466 -0.0039796048775315286 0.0059656330348493965 0.00038876850924613642 0.0027113025747787429 -0.0034847426139527843 0.0021849236789752138 0.005707212200980972 -0.0041750692834154638 -0.011043713326481255 -0.0010163604896754408 0.0017214256351600577 -0.0024336000095660751
leaf_weight=21 20 20 20 30 2260 20 22 32 21 28 23 23 21 22 20 26 22 39 20 26 41 34 21 22 22 28 22 39 118 38
leaf_count=21 20 20 20 30 2260 20 22 32 21 28 23 23 21 22 20 26 22 39 20 26 41 34 21 22 22 28 22 39 118 38
internal_value=0 0.00174747 -2.26871e-05 1.16629e-06 -2.13542e-05 2.29075e-06 2.2711e-05 -2.37468e-06 2.37013e-05 -7.88905e-06 2.64239e-05 -1.05406e-06 2.57269e-05 5.04757e-05 0.00237948 1.5264e-05 4.16291e-05 1.73605e-05 -3.61041e-05 0.00134086 0.00255292 -5.81606e-06 -4.17624e-05 -1.33973e-05 9.05487e-05 -0.000901805 -0.00282568 -0.00463278 -3.39702e-05 0.000709304
internal_weight=0 40 3081 3061 3031 3010 2990 2968 2936 2915 2887 2864 2841 2820 42 2778 2752 2730 2624 106 67 2604 2570 2549 2282 267 83 61 184 156
internal_count=3121 40 3081 3061 3031 3010 2990 2968 2936 2915 2887 2864 2841 2820 42 2778 2752 2730 2624 106 67 2604 2570 2549 2282 267 83 61 184 156
is_linear=0
shrinkage=0.1


Tree=766
num_leaves=31
num_cat=0
split_feature=50 50 1209 1208 1208 0 0 42 42 0 13 16 12 16 474 13 3 1 16 1 15 1212 4 1203 480 160 403 42 2 1447
split_gain=0.0114584 0.0819023 0.059082 0.0377821 0.0458473 0.0315934 0.0816366 0.0349104 0.0846844 0.0356615 0.0607388 0.0292703 0.027781 0.0265474 0.0263241 0.0311432 0.0479702 0.0457399 0.0370543 0.0331776 0.025475 0.0247906 0.0708704 0.0449041 0.0321202 0.129652 0.0671933 0.0432814 0.0577748 0.0512494
threshold=0.089465000000000017 0.088535000000000016 -0.025744999999999997 0.11198500000000002 0.099975000000000008 -0.14116499999999996 -0.097024999999999986 0.088060000000000013 0.087075000000000014 -0.082484999999999989 -0.083764999999999992 -0.056919999999999991 0.083875000000000019 0.061255000000000011 0.088510000000000019 0.061215000000000012 -0.096544999999999978 0.090740000000000015 -0.088394999999999987 0.088305000000000008 0.092400000000000024 0.11579500000000002 -0.077999999999999986 0.10250500000000001 0.086995000000000017 -0.025879999999999997 -0.5335399999999999 0.091205000000000008 0.090790000000000023 -0.051529999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 21 -4 -7 8 12 10 -9 20 -8 14 15 17 -17 18 -14 -20 -11 23 -23 24 26 27 -1 28 -26 -29
right_child=2 -3 5 -5 -6 6 7 9 -10 11 -12 -13 13 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0043891466648450922 0.0057535834767622881 -0.006306915685889267 0.0033091087074529745 0.0039127638388890777 -0.0048425997578306129 -0.0052251767496012957 -0.0013532372721050297 0.0013156341621652246 0.0070982579147398838 0.00088618758882424162 -0.0057093402016107579 0.0023254522075876593 -0.0021988997343779094 0.0041842100375409554 -0.0027771940780803566 0.0019142215923321519 -0.0048525894596241417 0.0053237601311813144 0.0035396639073345193 -0.0010795398534316084 -0.0030141110445530265 0.0064672246723520488 -0.00081687361440237844 -0.0042168897925876081 0.0018065293984753745 -0.0075861628884532758 -2.5757382413791769e-05 0.0062187057477422064 -0.0055264867842197418 -0.00085442215204238896
leaf_weight=35 20 21 31 24 20 28 62 20 21 33 32 40 29 24 20 22 20 29 48 23 34 22 34 26 21 28 2291 20 22 21
leaf_count=35 20 21 31 24 20 28 62 20 21 33 32 40 29 24 20 22 20 29 48 23 34 22 34 26 21 28 2291 20 22 21
internal_value=0 -8.72502e-05 0.000420787 -3.63091e-05 -7.36232e-05 0.000214089 1.62633e-05 0.000337402 0.000975827 -0.000859143 -0.00300743 0.000184883 0.000511671 0.00104946 0.000655563 0.00105706 -0.00130807 0.0018271 0.000813064 0.0020433 -0.00109307 -3.57741e-05 0.00204474 -8.30585e-05 -3.89733e-05 -0.0016931 4.0675e-05 0.000271258 -0.00194525 0.00259588
internal_weight=0 2585 536 2564 2540 516 485 457 298 159 52 107 277 215 191 171 42 129 100 71 67 2520 56 2464 2438 112 2326 84 43 41
internal_count=3121 2585 536 2564 2540 516 485 457 298 159 52 107 277 215 191 171 42 129 100 71 67 2520 56 2464 2438 112 2326 84 43 41
is_linear=0
shrinkage=0.1


Tree=767
num_leaves=31
num_cat=0
split_feature=12 121 11 0 0 3 11 11 11 0 11 15 9 15 42 1 40 14 2 2 51 50 155 2 2 52 3 2 0 13
split_gain=0.0113093 0.0272523 0.0219456 0.0183354 0.0243442 0.0210713 0.0209988 0.0198577 0.0201077 0.0369279 0.0340393 0.0222496 0.0388003 0.0233264 0.0228355 0.0324516 0.0197831 0.0196575 0.018849 0.0450817 0.0329009 0.0626911 0.102957 0.074994 0.0473354 0.0320385 0.0289185 0.0251984 0.0334827 0.0277016
threshold=0.23631000000000002 -0.078059999999999977 -1.0000000180025095e-35 0.22582000000000002 0.14486500000000005 -0.053259999999999995 0.10458500000000001 0.097680000000000017 0.094350000000000003 0.12445000000000002 0.088065000000000018 -0.42198999999999992 -0.087824999999999986 -0.56368999999999991 0.086835000000000009 0.13756000000000004 0.10611000000000002 -0.23801999999999998 0.11928500000000002 0.12198500000000001 -0.14660499999999996 -0.13200999999999999 0.097110000000000016 0.092480000000000021 0.11362000000000001 -0.42635499999999998 -0.074939999999999993 0.13404500000000005 -0.026509999999999995 -0.043669999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 8 9 10 11 13 -13 -4 15 17 18 -15 20 -20 21 24 23 -23 26 -21 -14 29 -29 -27
right_child=-2 2 3 -5 5 -7 -8 -9 -10 -11 -12 12 16 14 -16 -17 -18 -19 19 25 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0027910004083865456 -0.0022092667853702672 -0.0028536752004314353 0.001661113299348432 -0.0030078882025554778 0.004273896237835288 -8.0886175273917624e-05 0.003004845361346784 -0.0030925961566113293 0.0027098481060454141 -0.003582353594488111 0.003754326501317943 0.0043179602838963977 0.0004224873946181366 -0.0025278063927544284 -1.6014375697440385e-05 -0.00055858129952949555 0.0028026907276362182 -0.0069083828833841152 0.0051653410350395879 0.0041720286244526505 -5.7428437680137599e-06 -0.0030304902104513823 0.0014368881298709782 -0.010476745061931157 -0.0032935041037853809 -0.0048789543379098178 0.0054011706029996279 0.0014441289143293228 -0.0025719253561244564 0.00026326800884403796
leaf_weight=35 23 27 23 20 25 20 23 21 27 29 24 21 28 20 44 33 25 21 22 20 2289 38 31 21 20 20 20 103 26 22
leaf_count=35 23 27 23 20 25 20 23 21 27 29 24 21 28 20 44 33 25 21 22 20 2289 38 31 21 20 20 20 103 26 22
internal_value=0 1.64019e-05 -1.53026e-05 9.93984e-06 2.9952e-05 0.00233844 -5.01332e-06 -2.84959e-05 -6.5123e-06 -3.18025e-05 4.0616e-06 -2.75529e-05 3.62607e-05 -0.00125223 -0.00182008 -0.00289278 2.77253e-06 -0.00477152 -2.35425e-05 0.000878714 -0.00010208 -0.00149775 -0.00322919 -0.00568085 0.000793867 0.000384966 0.00249694 -5.79647e-05 0.000634692 -0.00218541
internal_weight=0 3098 3063 3036 3016 45 2971 2948 2927 2900 2871 2847 2706 141 118 74 2685 41 2660 213 2447 158 90 59 68 191 48 171 129 42
internal_count=3121 3098 3063 3036 3016 45 2971 2948 2927 2900 2871 2847 2706 141 118 74 2685 41 2660 213 2447 158 90 59 68 191 48 171 129 42
is_linear=0
shrinkage=0.1


Tree=768
num_leaves=31
num_cat=0
split_feature=1213 1213 158 15 42 13 42 13 0 0 402 402 2 403 401 1212 401 1211 3 1211 13 1211 393 16 43 2 393 130 130 1177
split_gain=0.0108738 0.0366227 0.024802 0.0261955 0.0368711 0.060229 0.0418416 0.0308663 0.0295012 0.0273661 0.0184939 0.0278196 0.118906 0.0333187 0.0233966 0.0283969 0.0194315 0.0325539 0.0901711 0.0238284 0.0390142 0.0350388 0.023783 0.0462349 0.029151 0.0563257 0.0277396 0.0230587 0.0332378 0.0230783
threshold=-0.086979999999999988 -0.085284999999999986 0.084475000000000008 0.084510000000000016 -0.091729999999999992 -0.0065549999999999992 0.086665000000000006 -0.087404999999999997 -0.085034999999999986 -0.084889999999999979 0.2506000000000001 0.11320500000000001 0.089775000000000008 -0.55327499999999985 0.10947000000000001 -0.075499999999999998 -0.46778499999999995 0.11013500000000002 -0.082974999999999979 0.089055000000000009 -0.087184999999999985 0.078255000000000005 0.10358500000000001 -0.085589999999999986 -0.51144999999999985 0.090425000000000019 0.092175000000000021 -0.22461999999999996 -0.084874999999999992 -0.079504999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 9 -5 6 -6 8 -8 -1 11 13 -13 -3 15 -15 -17 19 -19 21 -21 22 24 -24 25 -18 27 -26 -29 -30
right_child=1 10 -4 4 5 -7 7 -9 -10 -11 -12 12 -14 14 -16 16 17 18 -20 20 -22 -23 23 -25 26 -27 -28 28 29 -31
leaf_value=0.000250392086389992 -0.0041174823248928249 -0.0034691356899981783 0.0037746821347948004 0.004901756484261049 0.0039948997902683912 -0.0042567811906337738 0.0007580580830108375 0.0028662471074114917 -0.00437422613391564 -0.0041654884116724133 -0.0029100324365903033 0.0080713291978463525 -0.0028330738726072015 0.0029395543228019961 -0.0032503734956580129 0.0027090820197302563 -0.0011867538141086698 0.0022957504261285067 -0.0064412581061737409 0.005426805898813265 -0.00059913477056067102 -0.0034861831528391566 0.0052098695822060115 -0.00087190050445497052 -0.0028967535389321196 0.0062284089835538048 -0.0033913541331421584 0.0034785040572320146 0.003250811783142299 -7.8832130849946946e-05
leaf_weight=36 22 28 23 21 39 23 24 23 21 23 22 20 20 33 22 26 20 21 27 21 22 29 25 25 28 21 25 27 21 2383
leaf_count=36 22 28 23 21 39 23 24 23 21 23 22 20 20 33 22 26 20 21 27 21 22 29 25 25 28 21 25 27 21 2383
internal_value=0 -5.3018e-05 0.00065715 0.000315706 0.00101384 0.000385796 0.00138373 -0.000113848 -0.00163701 -0.00147105 -2.18183e-05 5.23709e-07 0.00261913 -3.68316e-05 -2.21177e-06 2.37358e-05 -1.1627e-05 -3.7875e-05 -0.00261882 8.92713e-06 0.00234377 -2.96282e-05 9.29999e-06 0.00216898 -3.3466e-05 0.00261126 -7.71189e-05 -4.34239e-05 -1.05596e-05 -4.97462e-05
internal_weight=0 2888 233 210 151 130 107 68 45 59 2866 2844 40 2804 2776 2754 2721 2695 48 2647 43 2604 2575 50 2525 41 2484 2459 2431 2404
internal_count=3121 2888 233 210 151 130 107 68 45 59 2866 2844 40 2804 2776 2754 2721 2695 48 2647 43 2604 2575 50 2525 41 2484 2459 2431 2404
is_linear=0
shrinkage=0.1


Tree=769
num_leaves=31
num_cat=0
split_feature=471 471 52 1429 1 474 472 155 471 1420 475 16 474 475 475 1429 160 42 484 484 2 2 160 1456 1455 1456 1456 2 133 0
split_gain=0.0106239 0.0186211 0.0209927 0.0530993 0.0884451 0.0289162 0.0336973 0.0335141 0.022587 0.0219142 0.0157209 0.0941032 0.0688434 0.0460785 0.0481883 0.0259175 0.153096 0.0483705 0.0206361 0.121477 0.0443936 0.0927688 0.0566776 0.0408464 0.0623121 0.0363593 0.0669244 0.0339571 0.042622 0.0325821
threshold=0.10693500000000002 0.094575000000000006 -0.55692499999999978 -0.072014999999999982 0.098420000000000021 -0.25711499999999993 -0.088954999999999992 0.10924000000000002 0.088700000000000015 -0.084814999999999988 -0.085719999999999977 -0.010264999999999998 0.085515000000000022 -0.084894999999999984 -0.084169999999999981 0.057970000000000008 -0.080934999999999993 0.087195000000000009 0.073690000000000019 0.089765000000000011 0.11474000000000002 0.10097500000000002 -0.098904999999999979 -0.090954999999999994 0.083760000000000015 -0.077604999999999993 -0.063824999999999979 0.084305000000000005 0.087625000000000022 -0.081459999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 -7 8 9 -8 11 -11 -13 -12 -15 18 -17 -18 23 29 21 22 27 24 -16 -25 -27 -21 -29 -20
right_child=-2 -3 5 4 -6 6 7 -9 -10 10 13 12 -14 14 15 16 17 -19 19 20 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.0021495879224788113 0.0022416406676971485 -0.0027898438662911458 -0.0035688612741701636 -0.0002499348958090489 0.0077443555966019637 0.0033250932085017366 0.0031645780603867025 -0.0031648420646567554 -0.0028334290321384158 0.005875103172535698 -0.0047126283381311671 -0.0035791401368202823 0.0033525697967928393 0.0041167927856024895 -0.0072219205787405379 -0.0083519743420183666 0.0038022524025291202 -0.001830407852802666 0.0076150352083560503 0.0027344513065671846 -0.0034738853935980135 0.006756954244046938 -0.0051868038421327423 0.002031514923514641 0.00033582170920756961 -0.0054661340313032275 -4.4622198665727905e-05 -0.0037852995979067473 0.0022589657129719852 0.002493161116929158
leaf_weight=26 21 24 23 31 25 30 22 34 28 30 21 38 23 28 20 25 30 31 27 38 36 20 22 83 24 23 2267 28 20 23
leaf_count=26 21 24 23 31 25 30 22 34 28 30 21 38 23 28 20 25 30 31 27 38 36 20 22 83 24 23 2267 28 20 23
internal_value=0 -1.51853e-05 6.46353e-06 0.00158502 0.00331894 -3.67701e-05 -9.42645e-06 -4.34406e-05 -6.93297e-06 2.05564e-05 -3.65378e-06 0.00128961 -0.000965545 -4.62016e-05 -1.05022e-05 -5.3036e-05 -0.00176133 0.000939753 2.80338e-06 0.000944011 -0.000371527 0.000501012 -0.000657496 -8.05306e-05 -0.00309952 -2.45528e-05 -9.90741e-05 0.000501164 -0.00126686 0.00525897
internal_weight=0 3100 3076 82 56 2994 2971 2941 2907 2879 2857 91 61 2766 2745 2717 86 61 2631 214 164 128 108 2417 44 2373 2290 86 48 50
internal_count=3121 3100 3076 82 56 2994 2971 2941 2907 2879 2857 91 61 2766 2745 2717 86 61 2631 214 164 128 108 2417 44 2373 2290 86 48 50
is_linear=0
shrinkage=0.1


Tree=770
num_leaves=31
num_cat=0
split_feature=1426 1420 1425 475 12 14 401 133 12 15 1212 15 12 1455 14 15 2 12 4 1 1 1 12 16 403 15 2 2 0 51
split_gain=0.0108486 0.0144229 0.0138393 0.0213502 0.0149455 0.0848325 0.0567003 0.0613504 0.0566299 0.0539281 0.101089 0.0680796 0.0581834 0.057782 0.0533178 0.0520346 0.050838 0.0484515 0.0416545 0.0580971 0.073267 0.0463802 0.0324174 0.0957628 0.0575611 0.0451756 0.243758 0.0425376 0.0370338 0.0379708
threshold=-0.10090499999999998 -0.086589999999999986 0.10034500000000002 -0.49524999999999991 0.085955000000000018 0.078320000000000015 0.10632500000000002 0.11524500000000001 0.082480000000000012 0.087065000000000017 0.040035000000000008 0.085730000000000015 0.083815000000000014 0.10053500000000001 0.078400000000000011 0.098485000000000017 0.094835000000000017 0.086095000000000019 0.51164000000000009 0.13756000000000004 0.12456000000000002 0.12000500000000001 0.08493500000000001 -0.0092699999999999987 -0.0059799999999999992 0.081070000000000017 0.084055000000000005 0.084985000000000019 0.18019500000000002 -0.15547999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 17 7 9 -9 11 12 13 15 14 22 -11 -17 -6 19 20 21 -19 25 24 -24 28 -27 -26 29 -5
right_child=1 2 -4 4 5 -7 -8 8 -10 10 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.0022652203632917787 -0.0026920815777702958 0.0031979858631356844 -0.0024417636389641659 -0.0022781976880836183 0.0048498463938417644 -0.0046823959691183912 0.0045581632371370995 -0.00052665468039257192 -0.0079618102405220274 -0.0052383721945807342 0.0083225086168386055 -0.0054856213812644675 0.0050715615551563953 -0.0056345704488921919 0.0045532024809685741 0.0045337844847208111 -0.0019750528760986135 0.0002085590659654885 0.0047650482784956693 -0.004816981767425719 0.0049082324388578088 -0.0046374544779246209 -0.0031758113070989367 -0.006264288143387863 0.0050040428824722769 0.0027782317437231542 -0.011269123896601655 -0.00067108156882958231 -0.0035916385637527262 0.0003507844755264891
leaf_weight=21 20 21 23 59 23 35 24 21 20 20 20 26 21 20 23 21 28 1579 20 23 33 20 36 35 25 30 21 28 27 798
leaf_count=21 20 21 23 59 23 35 24 21 20 20 20 26 21 20 23 21 28 1579 20 23 33 20 36 35 25 30 21 28 27 798
internal_value=0 -1.5345e-05 2.03636e-06 2.04228e-05 -1.55637e-06 0.000190831 -0.000257433 -0.000347796 -0.00415356 -0.000221757 0.00189176 -0.000427863 0.000462704 -0.000308532 -0.000210084 -0.000939992 0.000814449 0.00029128 0.000228685 0.000173865 0.000244202 0.000147946 -0.000313536 -0.00183281 -9.00946e-05 -0.00011205 -0.00300597 0.00200586 5.49074e-05 0.000169793
internal_weight=0 3100 3080 3057 3036 1733 1303 1279 41 1238 110 1128 90 1102 1082 69 49 1698 1675 1655 1632 1599 1059 124 89 935 51 53 884 857
internal_count=3121 3100 3080 3057 3036 1733 1303 1279 41 1238 110 1128 90 1102 1082 69 49 1698 1675 1655 1632 1599 1059 124 89 935 51 53 884 857
is_linear=0
shrinkage=0.1


Tree=771
num_leaves=31
num_cat=0
split_feature=3 11 104 33 120 12 10 15 30 10 30 43 1 1 43 0 13 133 3 398 16 1 1 39 39 9 42 1213 15 1452
split_gain=0.0115437 0.0165255 0.0240288 0.0145032 0.0187288 0.0236767 0.0143175 0.0329035 0.0146689 0.05381 0.033065 0.0136422 0.0802739 0.218085 0.0600367 0.0533077 0.0570662 0.0846581 0.0422846 0.0344045 0.0353505 0.0313058 0.0591463 0.0315351 0.0264611 0.028132 0.0232325 0.0230755 0.0221886 0.0210669
threshold=0.63141500000000017 -0.072629999999999986 0.079665000000000014 -0.044254999999999996 0.09852000000000001 0.22926500000000002 -0.094984999999999986 -0.090344999999999995 0.085875000000000021 -0.0087699999999999983 0.090155000000000027 0.062770000000000006 0.090475000000000014 0.096860000000000016 0.058875000000000004 -0.10151999999999999 -0.013024999999999998 -0.42671999999999993 -0.071799999999999989 0.099290000000000003 -0.086699999999999985 0.13756000000000004 0.15022500000000003 0.10713500000000002 0.099745000000000014 0.092410000000000006 1.0000000180025095e-35 0.091280000000000014 -0.08730499999999998 0.11815000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 9 -8 -10 14 15 -14 21 26 19 -18 -15 20 -17 23 -23 24 25 29 -13 -22 -25 -11
right_child=-2 2 -4 4 -6 -7 8 -9 10 11 -12 12 13 18 -16 16 17 -19 -20 -21 27 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0028817816777154804 -0.0022320379715655811 0.0027072827715892349 -0.0030896743494085968 -0.004808805007487536 -0.002970486945178848 0.0032948543825610122 0.0051019391621507353 0.00050184333397607723 -0.0047984117490705103 4.7254075616519711e-05 0.00060990082386594554 0.0057399124882760505 -0.012098496451619126 0.0032487719065763736 0.0055587610974907877 -0.00013492891324500813 0.0011171895077651632 -0.0054728429579303014 -0.002315938828784662 -0.0029901985358446841 0.0050200692420317369 0.0048183242945621409 -0.0019642016163561493 0.0051387183158658443 -0.0036641527852043516 -0.0037464012764394285 0.0013724967981849252 0.00071538589225383486 0.00048466042582211757 -0.0032120217289775613
leaf_weight=20 23 20 25 20 21 22 21 28 20 2356 26 21 21 22 20 61 35 44 36 20 33 36 20 20 20 20 29 20 21 20
leaf_count=20 23 20 25 20 21 22 21 28 20 2356 26 21 21 22 20 61 35 44 36 20 33 36 20 20 20 20 29 20 21 20
internal_value=0 1.6571e-05 -2.04639e-06 2.32372e-05 5.53822e-06 2.62874e-05 2.23774e-06 -0.00171093 3.01888e-05 5.83309e-05 -0.00174154 2.14906e-05 -0.000571336 -0.0033667 0.000101533 0.000268336 -0.000421446 -0.00255321 -0.000205186 0.000835339 0.00150649 5.81007e-05 0.00239599 4.81535e-06 -4.18547e-05 -1.16185e-05 0.00320681 0.00339566 0.00275493 1.98191e-05
internal_weight=0 3098 3078 3053 3033 3012 2990 48 2942 2896 46 2875 342 79 2533 263 213 79 58 134 114 2513 56 2457 2416 2396 50 53 41 2376
internal_count=3121 3098 3078 3053 3033 3012 2990 48 2942 2896 46 2875 342 79 2533 263 213 79 58 134 114 2513 56 2457 2416 2396 50 53 41 2376
is_linear=0
shrinkage=0.1


Tree=772
num_leaves=31
num_cat=0
split_feature=128 38 42 38 11 131 1203 1201 43 484 3 3 52 43 3 132 13 3 11 129 133 39 374 374 3 3 403 403 402 1213
split_gain=0.0109567 0.0243324 0.019421 0.0134791 0.0198143 0.0127211 0.0195587 0.0183188 0.0199545 0.0609033 0.057467 0.0938255 0.159917 0.0491479 0.0435294 0.0391774 0.079584 0.0373715 0.0452097 0.023061 0.0323995 0.0282733 0.024248 0.0246885 0.0242019 0.112651 0.0679265 0.134036 0.0910223 0.0627805
threshold=0.11876500000000001 0.11100500000000002 -0.064119999999999996 0.091770000000000004 -0.011194999999999998 0.13857500000000003 -1.0000000180025095e-35 -0.081779999999999978 0.062770000000000006 -0.064799999999999983 -0.090809999999999988 -0.076234999999999983 0.087555000000000008 0.058875000000000004 -0.071799999999999989 -0.21736499999999997 -0.10278499999999999 -0.13927999999999999 0.077415000000000012 0.10061000000000002 -0.0054649999999999985 -0.080429999999999988 0.091075000000000017 0.086450000000000013 -0.084074999999999997 -0.084319999999999992 -0.53960999999999981 -0.53101999999999994 -0.10234999999999998 0.027540000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 -6 -8 13 -10 17 12 -12 19 -13 -16 -17 18 -11 21 -21 -9 23 24 25 -23 28 -28 -26 -29
right_child=2 -3 -4 -5 5 -7 7 8 9 10 11 14 -14 -15 15 16 -18 -19 -20 20 -22 22 -24 -25 26 -27 27 29 -30 -31
leaf_value=-0.0030805585462422599 0.0038478704862063753 -0.0034980147745227439 -0.00055905907356645912 0.0021106345858424905 0.0027498569769354967 -0.0024507894378898313 0.0028063205614908722 -0.0036762397748784032 0.0043107113631611522 -0.0035836566874588079 -0.0097392607342252253 0.0038547284004744145 -0.00048344996786909178 0.0050028850790113212 0.00098944827782447044 0.00011869400442097983 -0.0061246969112835363 0.0043868790255286371 0.0029031220601782913 0.004618201824800613 0.00012648341279210791 -0.00022917597849806309 0.0034763966326136139 -0.0032806474490232928 -0.00032851106509388913 -0.0078165873512625692 -0.0079875876964069902 0.00010128888495730084 0.0090977894741808996 0.0030341063620063008
leaf_weight=21 20 20 20 30 26 21 23 21 22 22 35 20 40 20 53 49 35 26 21 26 42 906 20 23 21 20 20 1401 20 77
leaf_count=21 20 20 20 30 26 21 23 21 22 22 35 20 40 20 53 49 35 26 21 26 42 906 20 23 21 20 20 1401 20 77
internal_value=0 -2.1349e-05 0.00164441 1.36691e-06 -1.951e-05 1.84612e-06 1.90777e-05 -4.88454e-06 -2.6877e-05 -0.000768438 -0.00113967 -0.00189321 -0.00480283 6.46493e-05 -0.000503268 -0.00113947 -0.00248272 0.00139397 -0.000415695 2.6619e-05 0.00184391 -2.22443e-05 8.35131e-06 -1.95269e-05 1.09014e-05 -0.000393051 0.000253955 0.000144046 0.00426968 0.000254081
internal_weight=0 3081 40 3061 3031 3010 2989 2963 2940 323 301 232 75 2617 157 137 84 69 43 2597 68 2529 2508 2488 2465 926 1539 1498 41 1478
internal_count=3121 3081 40 3061 3031 3010 2989 2963 2940 323 301 232 75 2617 157 137 84 69 43 2597 68 2529 2508 2488 2465 926 1539 1498 41 1478
is_linear=0
shrinkage=0.1


Tree=773
num_leaves=31
num_cat=0
split_feature=473 156 1425 11 1425 475 157 52 160 2 157 15 52 482 484 475 1446 1447 483 483 3 42 480 1456 480 51 2 4 40 121
split_gain=0.010501 0.018269 0.0289106 0.0182661 0.0170006 0.0172393 0.0532303 0.0693764 0.164501 0.0379029 0.0982042 0.0724841 0.0543698 0.0174827 0.0346235 0.0205682 0.019431 0.0219582 0.0184687 0.0432244 0.0463719 0.0406888 0.026497 0.080032 0.0561899 0.0331539 0.032181 0.0265637 0.0255704 0.0668827
threshold=-0.23352999999999996 0.14283000000000004 0.095135000000000011 0.088065000000000018 0.08209000000000001 -0.084169999999999981 -0.087424999999999989 -0.016949999999999996 -0.085024999999999989 0.086950000000000013 -0.084489999999999996 -0.0079099999999999986 -0.091869999999999993 0.11816500000000001 0.29764000000000007 -0.08317999999999999 0.11787500000000002 0.0071200000000000005 0.098395000000000024 0.10761000000000003 -0.077354999999999993 0.088295000000000012 0.086995000000000017 0.088910000000000017 0.085075000000000026 -0.46280499999999997 0.090790000000000023 -0.015624999999999998 -0.24452499999999996 -0.078059999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 6 -2 9 -9 12 -11 -12 -8 14 15 -7 17 18 22 21 -21 -20 24 26 25 -17 27 -24 -27 -30
right_child=1 3 -4 -5 -6 13 7 8 -10 10 11 -13 -14 -15 -16 16 -18 -19 19 20 -22 -23 23 -25 -26 28 -28 -29 29 -31
leaf_value=0.0022840464340697511 -0.003612496492544027 -0.0041716085048392419 0.0034708120241703001 -7.2471087887173612e-07 -0.0025597355829981659 -0.0025739624499692584 -0.00071466622281480922 -0.00011425174949369554 0.011674498477950693 -0.0068856371627632716 0.0042447931725870481 -0.0025468365196138622 0.0064893909500096927 0.002075228360665374 -0.00412940958603507 0.0039083482032375673 0.0027512314654886726 -0.0024364102484756393 0.0008961374441591593 -0.0042956242835359834 0.0015597169367155355 0.0068143448526305815 -0.00074058830404878954 -0.0073149081747396847 0.0050289350741712213 -0.0034759308126839725 -0.0026842273401973004 0.0038101591372295567 0.0048075962013431964 -0.0001088093614868251
leaf_weight=20 23 21 24 21 26 32 22 29 20 21 33 30 20 38 21 21 25 38 26 21 38 21 29 20 22 22 34 23 28 2352
leaf_count=20 23 21 24 21 26 32 22 29 20 21 33 30 20 38 21 21 25 38 26 21 38 21 29 20 22 22 34 23 28 2352
internal_value=0 -1.4731e-05 1.37097e-05 -0.00208617 -1.36281e-05 8.37212e-06 0.000910248 0.00150467 0.00469748 0.000263015 -0.000963396 0.00101068 0.00271584 -5.51538e-05 -8.43477e-05 -5.34805e-05 -2.38278e-05 -4.95705e-05 -1.54343e-05 0.00127794 -0.000524388 0.00354044 -6.91771e-05 -0.00161703 -2.07179e-06 -4.77516e-05 -0.000291943 0.00127224 -8.23386e-05 -5.09693e-05
internal_weight=0 3101 3059 42 3035 3009 198 175 49 126 84 63 42 2811 2773 2752 2720 2695 2657 106 59 47 2551 106 2445 2423 86 52 2402 2380
internal_count=3121 3101 3059 42 3035 3009 198 175 49 126 84 63 42 2811 2773 2752 2720 2695 2657 106 59 47 2551 106 2445 2423 86 52 2402 2380
is_linear=0
shrinkage=0.1


Tree=774
num_leaves=31
num_cat=0
split_feature=1447 3 1447 160 481 0 1447 483 483 1447 479 481 160 160 4 159 4 42 3 50 52 52 1455 159 1 159 0 52 158 13
split_gain=0.0122119 0.0567703 0.0239879 0.073246 0.0217435 0.0390541 0.0173254 0.0164247 0.0165475 0.0179562 0.0230643 0.0309975 0.0195939 0.0912358 0.0347645 0.030972 0.0278279 0.0307925 0.0355288 0.0337274 0.0353901 0.0267129 0.028752 0.0366304 0.0495266 0.0322496 0.0246804 0.054743 0.0291093 0.029149
threshold=-0.085804999999999979 -0.086224999999999982 -0.083354999999999985 -0.014869999999999998 0.056315000000000004 -0.087084999999999982 -0.087229999999999988 -0.47356499999999996 -0.36538499999999996 -0.082229999999999984 0.10713500000000002 -0.24785499999999996 -0.089549999999999991 -0.087874999999999995 -0.00059999999999999995 0.082585000000000006 -0.068329999999999988 0.088200000000000014 -0.080289999999999986 0.11413000000000002 -0.013374999999999998 0.5140450000000002 0.10994000000000001 -0.08867499999999999 0.096475000000000019 -0.072599999999999984 -0.070154999999999981 0.12445000000000002 0.10287000000000002 -0.078279999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -3 -4 -9 -10 11 -11 14 -14 15 16 -13 18 19 20 -18 22 23 24 -15 -25 28 -28 29 -16
right_child=2 4 7 -5 -6 -7 -8 8 9 10 -12 12 13 21 26 -17 17 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0046014665036636874 0.0046057439140545636 -0.0026612822007155046 -0.0026057066589904327 -0.0026105334177951925 -0.0026395846018567684 0.0048472765355836601 0.001068704372102564 0.0026927415200549624 -0.0027831448353422081 -0.0038332473841451464 0.0029310758260113223 -0.0012130654514476192 -0.0066410375104862312 0.00025386077594821867 0.00097898843060781966 0.0046275009690173747 0.0033878020693373402 -0.00071300363198263639 0.0061756909116292783 0.0049799122581524512 -0.0021198629850654733 -0.0032095430060648002 0.0037888388475403193 0.0032921064074616885 -0.0065502999466843905 -7.7484815003971702e-06 -0.0062216091784648604 0.0011772421794012189 0.0035451805300038795 -0.002494595722164377
leaf_weight=32 39 20 24 22 20 20 33 23 23 21 27 40 21 23 61 29 20 35 23 21 28 26 20 30 20 2317 20 20 23 40
leaf_count=32 39 20 24 22 20 20 33 23 23 21 27 40 21 23 61 29 20 35 23 21 28 26 20 30 20 2317 20 20 23 40
internal_value=0 -0.000968412 4.04044e-05 0.00200315 0.000281671 0.00108202 -0.000338838 -3.88677e-07 2.10911e-05 -1.85894e-07 2.21555e-05 -5.51923e-06 2.30155e-05 -7.79367e-05 0.000712014 0.00161091 0.00108707 0.00181153 0.00277194 0.00163736 0.000174997 -2.13582e-05 1.30372e-05 -1.85595e-05 -0.00291087 3.44312e-05 -0.000362279 -0.00252218 0.000334465 -0.000396688
internal_weight=0 125 2996 61 93 73 53 2935 2911 2888 2865 2838 2817 2457 360 196 167 127 92 69 48 2436 2410 2390 43 2347 164 40 124 101
internal_count=3121 125 2996 61 93 73 53 2935 2911 2888 2865 2838 2817 2457 360 196 167 127 92 69 48 2436 2410 2390 43 2347 164 40 124 101
is_linear=0
shrinkage=0.1


Tree=775
num_leaves=31
num_cat=0
split_feature=1455 1455 471 471 156 1425 1 0 0 1455 1 1208 1209 1186 393 480 3 12 0 12 1 0 4 16 1 1 1 1 156 1
split_gain=0.0103126 0.0186104 0.0153409 0.0152172 0.0243826 0.0149807 0.0144461 0.050579 0.0420238 0.0417008 0.0448483 0.0514898 0.131768 0.0496569 0.0516408 0.038606 0.0418296 0.0817897 0.20487 0.057612 0.085373 0.056327 0.0604146 0.105569 0.0635474 0.086629 0.135445 0.155368 0.0563209 0.0554443
threshold=0.12033000000000001 0.11364500000000001 0.10693500000000002 0.094575000000000006 -0.10934999999999999 0.10869000000000002 0.085760000000000017 -0.26609999999999995 -0.23001499999999997 -0.072959999999999983 0.086560000000000012 0.10233500000000001 -0.069599999999999981 0.060550000000000007 0.092975000000000016 -0.077799999999999994 -0.078724999999999976 0.085355000000000014 0.024095000000000002 0.088305000000000008 0.08844500000000001 -0.066689999999999985 0.00063500000000000004 -0.087874999999999981 0.093400000000000025 0.096575000000000008 0.10439500000000002 0.11061500000000002 0.090170000000000014 0.093400000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 -6 -9 -11 12 -12 14 15 -14 17 18 -17 -19 -21 22 23 -18 -24 -26 -27 -28 29 -25
right_child=-2 -3 -4 -5 5 -7 7 9 -10 10 11 -13 13 -15 -16 16 21 19 -20 20 -22 -23 24 28 25 26 27 -29 -30 -31
leaf_value=0.0034867701190523809 0.002208560977929405 -0.0029131062077464198 0.0027662960335146638 -0.002632826774127104 0.004748326670378447 -0.002744150469079614 -0.0052421394549310206 0.0035746243766284196 0.00013753398200037602 -0.0040808640147830984 -0.008102110992851002 0.0048651064839214091 -0.0043394805153920543 -0.0039327694223064815 0.0048001241108233282 -0.012084869932871134 0.0074239270350731469 0.002418955405723424 0.0014399201686804495 -0.0069334638178009875 -0.00042247311123007249 -0.00090956771140730374 -0.0050722686605612667 0.0042273890429094215 0.0065309103239666339 -0.0065672940957093879 0.0082390509769320486 -0.00013440586339968902 0.0063143461605068302 -0.00035582179667564286
leaf_weight=20 21 22 20 22 20 20 20 29 1698 30 21 20 21 33 22 21 34 62 24 22 238 217 22 34 22 28 25 195 20 118
leaf_count=20 21 22 20 22 20 20 20 29 1698 30 21 20 21 33 22 21 34 62 24 22 238 217 22 34 22 28 25 195 20 118
internal_value=0 -1.49612e-05 5.75327e-06 -1.23013e-05 6.68802e-06 -1.63894e-05 1.81991e-06 -0.000252775 0.00019121 -0.000173453 -0.000261894 -0.00016634 -0.000251692 -0.000109326 2.82791e-06 -9.28571e-05 -1.04364e-05 -0.000878294 -0.00487165 -0.000320216 -0.000973403 0.000435023 0.00102092 0.00233226 9.5798e-05 0.0005169 -1.66012e-05 0.000817123 0.00132576 0.00066937
internal_weight=0 3100 3078 3058 3036 3016 2996 1278 1718 1258 1229 1199 1179 1158 1125 1103 1082 367 45 322 260 715 498 206 292 270 248 220 172 152
internal_count=3121 3100 3078 3058 3036 3016 2996 1278 1718 1258 1229 1199 1179 1158 1125 1103 1082 367 45 322 260 715 498 206 292 270 248 220 172 152
is_linear=0
shrinkage=0.1


Tree=776
num_leaves=31
num_cat=0
split_feature=128 38 39 1 1 39 39 1 104 9 4 0 15 376 4 49 15 1 1 15 14 40 12 15 48 0 0 0 0 51
split_gain=0.0105648 0.0203909 0.012287 0.0470063 0.0290846 0.0200883 0.0354531 0.0219157 0.0175621 0.0270456 0.0200017 0.0478197 0.0352814 0.026679 0.0256212 0.0164091 0.0271904 0.0234432 0.0314009 0.0225745 0.0643105 0.0343991 0.0249922 0.0217087 0.0673994 0.0329961 0.0320056 0.0391586 0.0669996 0.138643
threshold=0.11976500000000002 0.11100500000000002 0.10940500000000002 0.13707500000000003 0.15471500000000002 0.10076500000000001 0.096775000000000014 0.11230000000000001 0.083745000000000014 -0.085744999999999988 0.50822500000000004 0.0059850000000000016 -0.46743999999999997 -1.0000000180025095e-35 0.6227450000000001 0.15266500000000002 -0.12255999999999999 0.14262000000000002 0.13756000000000004 -0.23141499999999995 -0.23960999999999996 -0.085644999999999985 -0.096104999999999982 -0.13578499999999996 0.086125000000000021 -0.097734999999999989 -0.26343999999999995 -0.097024999999999986 -0.14226499999999997 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 8 -7 9 -1 13 12 14 -11 -12 17 -17 18 19 20 -15 -21 -23 24 -24 -26 -25 28 -28 -30
right_child=-2 -3 3 4 -6 7 -8 -9 -10 10 11 -13 -14 15 -16 16 -18 -19 -20 21 -22 22 23 26 25 -27 27 -29 29 -31
leaf_value=-0.0028152000019326809 0.0016797293900241575 -0.0032028128713136542 0.0037019341754225585 -0.0038735580281354489 0.0015194580773822963 -2.5512481277639217e-05 0.0040931726606296638 -0.004599298224784434 0.0027219893881524713 -0.0031390633866457008 0.0044119097245857121 0.0051610132642090321 -0.0029505408816039563 0.00077660040036347275 -0.00031037453768981827 -0.00069654401359002809 0.0032365101407496977 -0.0029041911575718431 0.0038060691118949937 0.003455974840159927 -0.0056421181467292761 -0.0035038659695558073 0.0064148354554726256 0.0036057460121810439 0.0027372708542423105 -0.0010781082357211476 0.00033580252580736548 3.8587249384937223e-05 -0.0010832098739988665 -0.0078379440310134274
leaf_weight=35 37 20 39 20 20 22 21 20 23 28 20 25 25 37 27 32 39 29 21 28 27 21 21 23 34 68 183 1969 170 37
leaf_count=35 37 20 39 20 20 22 21 20 23 28 20 25 25 37 27 32 39 29 21 28 27 21 21 23 34 68 183 1969 170 37
internal_value=0 -2.01524e-05 6.22168e-07 0.00123156 -0.00117705 -3.19555e-05 -9.64958e-07 -0.00220351 -3.03889e-05 -5.22257e-05 -1.84603e-05 0.00139299 8.46467e-05 -6.79401e-05 0.00169911 -3.65449e-05 0.00146387 -7.64733e-05 -4.53995e-05 -7.62936e-05 -0.0019313 -2.98096e-05 -6.84486e-05 -3.96487e-05 0.00125583 0.000193685 -0.000106544 -0.000142738 -0.0010582 -0.00229058
internal_weight=0 3084 3064 79 40 2985 2943 42 2922 2899 2864 97 72 2767 47 2739 71 2668 2639 2618 64 2554 2526 2505 123 102 2382 2359 390 207
internal_count=3121 3084 3064 79 40 2985 2943 42 2922 2899 2864 97 72 2767 47 2739 71 2668 2639 2618 64 2554 2526 2505 123 102 2382 2359 390 207
is_linear=0
shrinkage=0.1


Tree=777
num_leaves=31
num_cat=0
split_feature=3 1 4 46 44 1446 1416 1425 1425 97 4 0 43 11 128 128 4 128 4 128 128 4 50 0 1208 15 3 1 12 12
split_gain=0.0100396 0.0140653 0.0492919 0.0290802 0.0666759 0.0250623 0.0161542 0.0189389 0.0180823 0.0161221 0.0208003 0.0516694 0.0209997 0.020608 0.0193849 0.0212832 0.0598222 0.0208771 0.0442374 0.0199259 0.0234158 0.0212329 0.0751347 0.152426 0.130607 0.0686281 0.0644175 0.0627461 0.0600665 0.112006
threshold=0.63141500000000017 0.14754500000000001 0.50822500000000004 0.096120000000000011 0.082070000000000018 0.11787500000000002 1.0000000180025095e-35 0.10499500000000002 0.08789000000000001 -0.086244999999999988 -0.51253999999999988 0.11070500000000001 -0.53814999999999991 0.10177000000000001 0.11976500000000002 0.10332500000000001 -0.082249999999999976 0.092940000000000009 -0.07712999999999999 0.089035000000000017 0.085955000000000018 -0.079329999999999984 0.089465000000000017 -0.13027499999999997 0.086590000000000014 0.09006500000000002 -0.083154999999999993 0.10337500000000001 0.09320500000000001 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 9 -1 11 -11 -12 14 15 17 -17 19 -19 20 21 22 23 -14 27 26 -24 28 -25 -30
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 10 12 -13 13 -15 -16 16 -18 18 -20 -21 -22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=0.002522540690066914 -0.0020815578532283724 -0.00066715005101286812 0.0050653254613280303 0.0030316148253698508 -0.0058015930373221634 0.0031445559523999691 0.0021651229692383135 -0.0029828167054802182 0.0029587941244244576 -0.0049392847547002523 0.0026835500146262349 0.0010301424447318604 -0.0082466063262135892 -0.0030497216032413042 0.0024029904307099059 0.0017042741714114393 -0.0044864070576590464 -0.00050563905497256199 0.0052439581946996244 -0.0030668180097233166 0.0032811103543887534 0.00010416017780320957 0.0012682254796593706 -0.00042592959644376853 -0.0083103079670330589 -0.0012450852001824513 0.009011331715044521 -0.0043228749554449072 0.0090373051539063467 0.0002314813855963831
leaf_weight=24 23 40 24 31 20 25 33 22 20 29 28 29 27 23 32 27 37 32 23 22 21 1862 22 466 21 29 21 36 20 52
leaf_count=24 23 40 24 31 20 25 33 22 20 29 28 29 27 23 32 27 37 32 23 22 21 1862 22 466 21 29 21 36 20 52
internal_value=0 1.54538e-05 0.00148253 -1.54931e-05 -4.69484e-05 -8.36548e-06 -3.50129e-05 -5.98349e-05 -3.76835e-05 -5.84707e-05 -8.01371e-05 -0.00195457 -4.13234e-05 -6.88375e-05 -4.39065e-05 -7.27147e-05 -0.00187471 -2.92603e-05 0.00189874 -7.00605e-05 -4.44771e-05 -7.18e-05 -0.0005439 -0.000897907 -0.000564437 0.00251433 0.00504974 -0.000281051 -1.05949e-05 0.00267754
internal_weight=0 3098 64 3034 3003 2983 2958 2925 2903 2883 2859 58 2801 2773 2750 2718 64 2654 55 2599 2577 2556 694 622 595 72 43 574 538 72
internal_count=3121 3098 64 3034 3003 2983 2958 2925 2903 2883 2859 58 2801 2773 2750 2718 64 2654 55 2599 2577 2556 694 622 595 72 43 574 538 72
is_linear=0
shrinkage=0.1


Tree=778
num_leaves=31
num_cat=0
split_feature=1426 1420 52 51 52 155 1419 471 472 155 154 474 471 484 475 4 12 1455 158 158 159 1456 1455 484 484 484 484 481 160 1447
split_gain=0.010642 0.0121018 0.0144459 0.0300475 0.0252189 0.0175128 0.0169575 0.019001 0.0181934 0.0281032 0.0258337 0.0297362 0.0209024 0.0225272 0.0231783 0.084936 0.119179 0.0298492 0.072507 0.0365012 0.0414794 0.0805257 0.0297754 0.0334441 0.0858786 0.0498724 0.0393548 0.0323812 0.0354433 0.0442678
threshold=-0.10090499999999998 -0.086589999999999986 -0.55692499999999978 -0.11559499999999999 -0.55061999999999989 0.13392000000000001 0.098075000000000009 0.093375000000000014 -0.085844999999999991 0.10924000000000002 1.0000000180025095e-35 -0.094124999999999986 0.086855000000000016 0.26920500000000008 -0.085719999999999977 -0.0092149999999999992 0.083715000000000026 -0.088874999999999982 0.080695000000000003 -0.4686749999999999 -0.45371999999999996 -0.077604999999999993 0.10582500000000002 0.090535000000000018 0.094965000000000008 0.087235000000000021 0.085790000000000019 0.0028200000000000005 -0.55323499999999981 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 8 -6 10 11 -10 13 14 15 16 -13 18 -16 -19 21 -21 23 25 -25 26 27 28 -22 -30
right_child=1 2 4 -5 5 -7 -8 -9 9 -11 -12 12 -14 -15 17 -17 -18 19 -20 20 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0022435523264686622 -0.0024671073287026958 0.004688086800160818 -0.0030210534813314947 0.00018306354943074679 0.0029070743769850759 0.0029433197714388371 -0.002730507650615081 0.0030671751406043772 -0.0031784395239083094 -0.0037825405877083538 0.0034735711757093671 0.0037065929662276178 -0.0028356732080283111 0.0031295680278993171 -0.0065245968289673328 0.0073031872231513265 -0.0056155130934106038 0.0030655076007334221 0.00057132346426240271 0.0013293169112876058 -0.0039236914245006837 -0.0075368221633003232 0.0034284328455105421 -0.0072909738847308546 -0.00045192741499458619 0.0037399093306804496 -0.0037371190755428486 0.0026908551534223888 0.0027983744479050596 -4.8600517338361002e-05
leaf_weight=21 20 20 28 57 21 20 23 20 30 20 21 32 26 23 24 20 24 38 36 20 23 21 25 22 111 36 28 45 56 2210
leaf_count=21 20 20 28 57 21 20 23 20 30 20 21 32 26 23 24 20 24 38 36 20 23 21 25 22 111 36 28 45 56 2210
internal_value=0 -1.51983e-05 7.23231e-07 0.0013532 -3.39556e-05 -5.84179e-06 -2.58023e-05 -4.58528e-06 -2.56825e-05 -4.69859e-05 -2.09632e-05 -4.67124e-05 -1.33961e-05 1.2867e-05 -1.30024e-05 0.00170924 -0.000288595 -6.15703e-05 -0.00226704 -1.13508e-05 -5.63722e-05 -0.00321188 -5.75577e-06 -3.9677e-05 -0.0015832 4.59311e-05 -1.037e-05 3.43382e-05 -1.78869e-05 2.17572e-05
internal_weight=0 3100 3080 77 3003 2975 2955 2932 2912 2891 2871 2850 2820 2794 2771 76 56 2695 60 2635 2597 41 2556 2531 133 2398 2362 2334 2289 2266
internal_count=3121 3100 3080 77 3003 2975 2955 2932 2912 2891 2871 2850 2820 2794 2771 76 56 2695 60 2635 2597 41 2556 2531 133 2398 2362 2334 2289 2266
is_linear=0
shrinkage=0.1


Tree=779
num_leaves=31
num_cat=0
split_feature=1447 2 2 1452 3 3 4 1209 3 3 151 1 3 0 133 1427 151 42 1455 2 484 1372 3 47 482 480 1447 160 52 50
split_gain=0.0116479 0.0462012 0.123518 0.0211785 0.0136149 0.200837 0.225223 0.0701624 0.0395721 0.0513819 0.0528527 0.0688753 0.0623703 0.103086 0.0437179 0.0391361 0.0378362 0.0350885 0.0337163 0.0475561 0.0393592 0.0589175 0.0571161 0.0394589 0.0389747 0.0344152 0.091033 0.033172 0.0530223 0.0329356
threshold=-0.085804999999999979 0.083715000000000026 0.086950000000000013 -0.079694999999999988 -0.081054999999999974 -0.080634999999999984 -0.070499999999999993 -0.093169999999999989 -0.082039999999999988 -0.082234999999999989 0.13340000000000005 0.13332000000000002 -0.082484999999999989 -0.085804999999999979 0.090445000000000011 0.083935000000000023 0.13340000000000005 0.084755000000000011 -0.018454999999999996 0.089605000000000018 0.091180000000000011 -0.082994999999999985 -0.096099999999999977 0.10980000000000002 0.081345000000000015 0.086995000000000017 -0.083249999999999977 0.11655500000000001 -0.049749999999999996 -0.47060499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 7 6 -6 -5 9 10 11 12 15 -14 17 18 27 -10 19 -9 21 -20 -22 24 25 26 -23 29 -29 -7
right_child=3 2 -4 4 5 16 -8 8 14 -11 -12 -13 13 -15 -16 -17 -18 -19 20 -21 22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0024753672381242118 0.0032826953503536059 -0.00708553915610537 0.00054369505073520398 0.0059778976941569934 -0.014301630810257935 0.0038982885953208267 -0.0007989256425450247 -0.0057374101094901566 0.0043018197337084492 -0.0037219460355117917 -0.004990492610959337 0.0060123232565820221 0.0091061736294068395 -0.00044324278401640751 0.0059809770646759054 0.0032017211559125119 0.0042372659469644232 -0.00028163908253668151 -0.0055406516074435787 0.00080479951342567798 -0.00027893482776427709 0.0059956063628196716 0.0066746421601800695 -0.0040678728636218391 0.0040164440065079054 -0.0034559701717406482 -0.00011947068499933204 -0.0057381067030991507 0.00030015128674373652 -1.306363264508512e-06
leaf_weight=30 20 32 63 21 21 22 30 25 23 36 20 20 20 26 22 36 21 61 20 20 27 25 21 24 24 29 928 26 33 1395
leaf_count=30 20 32 63 21 21 22 30 25 23 36 20 20 20 26 22 36 21 61 20 20 27 25 21 24 24 29 928 26 33 1395
internal_value=0 -0.000945788 -0.00202615 3.94604e-05 1.76645e-05 -0.000187768 -0.00635886 0.00024036 0.000154726 3.34786e-06 0.000109364 0.00019129 9.62523e-05 0.00370868 0.00201267 -4.46905e-05 2.24695e-05 0.000973356 -0.00014694 -0.00282976 -3.6988e-05 -0.000164999 0.00276326 -6.06175e-05 3.4983e-05 -6.23236e-05 4.09458e-05 -3.74972e-05 -0.00236078 5.92378e-05
internal_weight=0 125 95 2996 2976 1548 51 1428 1407 1301 1265 1245 1225 46 106 1179 1497 84 1143 45 1098 1050 48 1030 1006 982 953 1476 59 1417
internal_count=3121 125 95 2996 2976 1548 51 1428 1407 1301 1265 1245 1225 46 106 1179 1497 84 1143 45 1098 1050 48 1030 1006 982 953 1476 59 1417
is_linear=0
shrinkage=0.1


Tree=780
num_leaves=31
num_cat=0
split_feature=133 13 13 130 158 133 16 0 132 133 52 16 1213 403 2 52 133 133 129 4 0 151 2 4 0 0 1186 43 402 12
split_gain=0.011698 0.0472323 0.0587752 0.0381746 0.0386142 0.0394738 0.042842 0.0417691 0.0246969 0.0237629 0.0201383 0.0191267 0.0180465 0.0468501 0.0272771 0.0316023 0.0742953 0.0231433 0.0621688 0.0876175 0.036949 0.0456356 0.040071 0.0582388 0.0387447 0.0306559 0.0288471 0.0252694 0.0223975 0.0367341
threshold=-0.14717499999999997 -0.011914999999999999 -0.0018299999999999998 0.11684500000000002 0.084905000000000022 -0.15129499999999999 -0.11118499999999999 -0.10607499999999999 -0.41127499999999995 -0.14169499999999999 0.089575000000000016 -0.081299999999999983 -0.091914999999999983 -0.012454999999999999 0.093840000000000021 0.08976000000000002 -0.088234999999999994 -0.023589999999999996 0.091700000000000018 -0.086394999999999986 -0.078904999999999989 -0.081779999999999978 0.087675000000000017 -0.0043399999999999992 -0.069444999999999993 0.18019500000000002 0.068350000000000008 -0.52440999999999993 0.08865000000000002 0.086420000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -4 -2 11 -8 13 -11 15 16 -15 18 19 -14 21 -21 28 -24 -22 26 27 -19 29 -23
right_child=9 2 8 -5 -6 -7 10 -9 -10 12 -12 -13 17 14 -16 -17 -18 25 -20 20 24 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015795394050655887 -0.0031974507030099633 -0.0048577682945066163 0.0024075768323200465 -0.0023701761606692647 -0.0015748864272609353 0.0066061367787187929 -0.0022519328781137513 0.0076864049370799744 -0.0015861811895835369 0.0042977390728671759 0.0028311173307649313 0.001138641280633193 -0.0072223878116346903 0.0071863330272026365 -0.0025814733018392124 -0.0020376027794554831 -0.00041532442167711755 0.0028407922149786065 0.00384502251399681 0.0026530937424727851 0.0044905223954549945 0.00029020253869314346 -0.0086308201370272966 -0.0013470013889119677 -0.00079298624103622784 -0.0032890207159133366 0.0035636053602818561 -3.3404347241364522e-05 0.0014822390493160736 -0.0046184063287607081
leaf_weight=24 24 31 32 24 28 20 28 21 30 34 31 41 24 20 29 24 36 31 24 21 23 31 21 23 35 28 23 2306 24 30
leaf_count=24 24 31 32 24 28 20 28 21 30 34 31 41 24 20 29 24 36 31 24 21 23 31 21 23 35 28 23 2306 24 30
internal_value=0 0.000582988 -0.00130251 0.00139106 0.00185878 0.00244146 0.00186702 0.00442941 0.000475113 -6.42925e-05 0.000713948 -0.000237244 -3.73116e-05 0.00105687 4.59614e-05 0.000998406 0.00229955 -9.64903e-05 -0.0010001 -0.00150132 -0.000841192 -0.00166997 -0.00237372 -0.00482337 0.0013022 3.78759e-07 3.94055e-05 4.7215e-06 -0.00110567 -0.00212387
internal_weight=0 310 93 217 193 165 145 45 62 2811 100 69 2787 143 109 80 56 2644 256 232 208 150 129 44 58 2388 2360 2337 85 61
internal_count=3121 310 93 217 193 165 145 45 62 2811 100 69 2787 143 109 80 56 2644 256 232 208 150 129 44 58 2388 2360 2337 85 61
is_linear=0
shrinkage=0.1


Tree=781
num_leaves=31
num_cat=0
split_feature=1454 15 0 482 52 51 2 152 1456 1456 403 159 50 1451 12 12 2 2 403 403 43 46 483 12 42 480 482 49 13 15
split_gain=0.0115322 0.0607002 0.0439237 0.0192988 0.0157754 0.0155982 0.0684864 0.0424325 0.0295743 0.0337449 0.050464 0.0313456 0.025415 0.0211637 0.0178784 0.0273451 0.0652975 0.0474426 0.0342706 0.0586805 0.0529634 0.022902 0.0221611 0.035661 0.0341207 0.0399837 0.0480023 0.0428761 0.035165 0.0286662
threshold=0.096235000000000015 0.088850000000000012 -0.083914999999999976 -0.25163999999999992 0.62769000000000008 -0.43587999999999999 0.10060500000000001 0.087525000000000006 0.099575000000000011 0.091180000000000011 -0.56738999999999995 -0.083839999999999984 -0.23848499999999997 0.085760000000000017 0.23631000000000002 0.11903500000000002 0.10252500000000002 0.14753000000000002 -0.53960999999999981 -0.53101999999999994 -0.041049999999999996 -0.043074999999999995 0.086010000000000017 0.096525000000000014 0.086375000000000021 0.084085000000000007 0.089745000000000005 -0.0095499999999999977 -0.078944999999999987 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5 8 9 10 -7 -10 -12 14 15 18 -17 -18 20 -20 -14 -21 -23 24 25 26 27 -24 29 -26
right_child=1 -3 -4 4 -6 7 -8 -9 11 -11 12 -13 13 -15 -16 16 17 -19 19 21 -22 22 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0031282656267285348 0.0028933397644185319 -0.0059663769602775578 -0.0023063109460053966 -0.0024827135430479596 0.0025132058532908561 -0.0045650071309258546 0.004916350558753415 -0.0046297714021056894 0.00022288855223450812 0.0040244976313607321 0.0030377013242936565 -0.0052470994091973729 -0.0010067248959482336 0.0030308880898899035 -0.0029218067814196862 0.0050884502088384973 -0.0030722681013867262 0.0031249842756161735 -0.0049219090081751354 0.0033170428895391529 0.0053439716872727052 -0.00017310508437174652 0.0011126389455360672 0.0047768403967243757 -0.0027453723563147445 -0.00093734811014700237 -0.00069214885123074059 0.006927786464802921 -0.0038522517894683732 0.001713594609084438
leaf_weight=20 33 20 32 22 25 24 29 20 20 21 28 22 24 23 21 35 30 21 25 20 29 2341 21 21 21 41 25 32 29 46
leaf_count=20 33 20 32 22 25 24 29 20 20 21 28 22 24 23 21 35 30 21 25 20 29 2341 21 21 21 41 25 32 29 46
internal_value=0 -0.00114882 0.000333512 3.21638e-05 1.16326e-05 -9.27657e-06 0.0017246 -3.9354e-05 -7.91276e-06 3.05327e-05 1.17561e-06 -0.00264234 3.98584e-05 9.93342e-06 -1.50421e-05 7.06656e-06 0.00176224 -0.000520458 -4.93614e-05 -0.00010025 0.00246818 -5.38343e-05 -7.99956e-05 0.000843604 0.000459427 0.00159092 0.00291988 0.00462367 -0.000943154 0.000316008
internal_weight=0 85 65 3036 3016 2991 51 2940 2920 2878 2857 42 2833 2805 2782 2761 86 51 2675 2622 53 2597 2577 236 215 119 78 53 96 67
internal_count=3121 85 65 3036 3016 2991 51 2940 2920 2878 2857 42 2833 2805 2782 2761 86 51 2675 2622 53 2597 2577 236 215 119 78 53 96 67
is_linear=0
shrinkage=0.1


Tree=782
num_leaves=31
num_cat=0
split_feature=151 49 150 49 49 52 16 44 3 474 11 11 12 399 12 475 43 474 151 151 151 151 0 1374 1374 1371 1375 48 457 150
split_gain=0.00993954 0.0160589 0.0262594 0.0142212 0.0114279 0.0425483 0.0375748 0.0326977 0.0292244 0.0241867 0.0289628 0.0651108 0.0544499 0.0422884 0.0358056 0.0272302 0.049756 0.025609 0.0231582 0.0228285 0.0226806 0.0270736 0.0199133 0.030813 0.0308156 0.0259841 0.0351593 0.0272923 0.0442536 0.0305037
threshold=-0.5666199999999999 0.51130000000000009 -0.14718999999999996 0.24950500000000003 0.12899500000000003 0.15116000000000002 0.51222500000000004 0.083555000000000018 -0.055119999999999995 -0.25711499999999993 0.08976000000000002 0.086080000000000018 0.10312500000000001 -0.087854999999999989 0.11351500000000002 0.058495000000000012 -0.080324999999999994 -0.10160499999999999 -0.15340499999999999 -0.14326499999999998 -0.10142999999999999 -0.092724999999999988 -0.26343999999999995 -0.41674499999999998 -1.0000000180025095e-35 0.086910000000000015 -0.081379999999999994 0.097945000000000018 -0.14032499999999998 0.11792500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 8 9 -6 -4 11 13 -12 -11 -14 17 -17 -15 -19 -20 -21 -22 -23 -24 -25 26 -26 28 -28 -30
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 12 -13 14 15 -16 16 -18 18 19 20 21 22 23 24 25 -27 27 -29 29 -31
leaf_value=0.0021682410234851496 0.0036162555380724369 -0.0027068438527004966 -0.0027796903369768015 -0.0024437291858096918 -0.0045068207138683645 0.0050516482753058282 0.0035827274154871707 -0.0034349921392276884 0.00042812613188289114 0.0035325956524021049 0.0050181392241608015 -0.0044407005633481525 -0.0027619531843811277 0.0030669395113643708 0.0027897728074874201 -0.0010675912922514337 0.0056648960124458317 -0.003115996967535466 0.0032258806477156693 -0.0030232146507702196 0.0034381832541178236 0.0029108800163323233 -0.0040203274507075544 0.0034865051374557278 -0.0042171993570567189 0.0034761641605291515 -0.0046551973105207175 0.0012180919488668698 -0.00018698424826839088 0.0033252316061407328
leaf_weight=21 20 22 31 24 20 21 20 28 30 34 33 33 26 26 21 21 23 25 21 26 22 22 20 24 21 20 22 146 2273 25
leaf_count=21 20 22 31 24 20 21 20 28 30 34 33 33 26 26 21 21 23 25 21 26 22 22 20 24 21 20 22 146 2273 25
internal_value=0 -1.46881e-05 4.55409e-06 -1.90672e-05 1.12681e-07 0.00110381 -8.0544e-05 -3.40145e-05 -0.00154585 -1.34644e-06 2.85179e-05 -2.50098e-05 0.00190466 2.75769e-05 -0.000281395 -1.59637e-05 0.00245166 -5.62814e-05 -8.6729e-05 -5.80645e-05 -8.43761e-05 -5.49311e-05 -8.47984e-05 -0.000110633 -7.97389e-05 -0.000113879 -0.00014275 -0.000108052 -0.000191508 -0.000148775
internal_weight=0 3100 3078 3058 3034 91 70 2943 50 2915 2884 2804 80 2771 47 2737 44 2693 2667 2642 2621 2595 2573 2551 2531 2507 2487 2466 2320 2298
internal_count=3121 3100 3078 3058 3034 91 70 2943 50 2915 2884 2804 80 2771 47 2737 44 2693 2667 2642 2621 2595 2573 2551 2531 2507 2487 2466 2320 2298
is_linear=0
shrinkage=0.1


Tree=783
num_leaves=31
num_cat=0
split_feature=42 42 42 401 401 15 42 15 15 402 484 43 481 42 15 3 0 13 133 133 483 484 1210 1209 4 13 1456 1446 12 43
split_gain=0.0106245 0.10856 0.0508596 0.0296958 0.0695473 0.0293997 0.0588914 0.0489836 0.0427357 0.0834516 0.094376 0.135782 0.0974301 0.0704233 0.0874145 0.111745 0.0954018 0.0882307 0.0728784 0.0582072 0.05437 0.0598371 0.0500512 0.0475629 0.0697019 0.102097 0.0471412 0.0398066 0.0550431 0.0421412
threshold=0.083715000000000026 0.083865000000000009 0.083235000000000017 0.11444000000000001 0.10718500000000002 -0.033689999999999991 0.084695000000000006 -0.042209999999999991 0.088990000000000014 0.11375000000000002 -0.081614999999999979 -0.083879999999999996 -0.081334999999999977 0.087745000000000004 0.087685000000000013 -0.082334999999999978 -0.086729999999999988 -0.082574999999999982 0.085760000000000017 0.088525000000000006 0.11494000000000001 0.065750000000000017 -0.38516499999999992 0.086665000000000006 -0.080924999999999983 -0.085384999999999975 -0.06457499999999998 0.087455000000000019 0.13043000000000002 -0.082144999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -3 -8 9 10 11 -7 -12 19 15 17 -17 -15 -19 23 21 22 -10 24 -14 -26 -24 28 29 -28
right_child=1 5 -4 -5 -6 8 7 -9 20 -11 12 -13 13 14 -16 16 -18 18 -20 -21 -22 -23 26 -25 25 -27 27 -29 -30 -31
leaf_value=-7.1733798526696954e-05 0.0075152252576663166 -0.0043384789256379012 -0.0042515509917090332 0.0033950355757648744 -0.0057326998413455765 0.00074557421470967098 6.5828819717555441e-06 -0.0046995440437255995 -0.0048854196571152322 0.0071027874926348107 0.0083382055006222793 -0.0094813077431172149 0.0062816949642222862 -0.0041360857957245213 -0.0031542327847670425 0.012264012337185532 0.0038251924113766921 -0.00079988189536379657 0.0075407272839749413 -0.0046709112943736494 -0.0047277819756418472 0.0045359653703469253 -0.0042279521507831907 -0.0036480294604023752 -0.0049776199052128231 0.0031123144790912286 -0.0038284848531475292 0.0036006082072751323 0.0048909354245378865 5.5409519984757276e-05
leaf_weight=1602 20 36 30 24 22 37 576 23 22 23 20 20 23 23 22 21 37 20 22 27 25 28 24 22 26 39 32 34 21 220
leaf_count=1602 20 36 30 24 22 37 576 23 22 23 20 20 23 23 22 21 37 20 22 27 25 28 24 22 26 39 32 34 21 220
internal_value=0 0.000198962 -0.000171098 -9.6818e-05 -0.000148422 9.61336e-05 -0.000410209 -0.00017412 0.000504164 0.00126338 0.000889264 -0.00284281 0.00159366 0.00111532 0.00265139 0.00368979 0.00688063 0.000842591 0.00356901 -0.000510439 -0.000210169 8.62621e-05 -0.000266689 0.000510768 0.00155047 -0.000123659 4.02962e-05 0.00037397 -2.7882e-05 -0.000437783
internal_weight=0 1443 1678 1648 1624 1423 635 599 788 382 359 57 302 282 145 123 58 65 42 137 406 381 353 110 88 65 331 307 273 252
internal_count=3121 1443 1678 1648 1624 1423 635 599 788 382 359 57 302 282 145 123 58 65 42 137 406 381 353 110 88 65 331 307 273 252
is_linear=0
shrinkage=0.1


Tree=784
num_leaves=31
num_cat=0
split_feature=13 1210 1210 403 47 4 52 4 4 159 4 12 2 12 403 13 402 48 48 49 160 42 133 0 4 1372 12 15 51 43
split_gain=0.0104107 0.0304832 0.0622895 0.0447402 0.0272117 0.0327923 0.0685783 0.0307777 0.0765943 0.0706395 0.0532754 0.185012 0.0462649 0.0326437 0.0480929 0.0298035 0.030832 0.0419815 0.0691552 0.0338703 0.0355858 0.0453938 0.125052 0.0970268 0.061967 0.0503724 0.0455614 0.0479692 0.0578675 0.0559874
threshold=-0.059629999999999996 -0.077744999999999995 -0.086074999999999985 -0.0076149999999999994 0.13283000000000003 -0.17966999999999997 0.084505000000000011 -0.085719999999999977 -0.083854999999999985 -0.012679999999999999 -0.078629999999999992 0.084225000000000008 0.08647500000000001 0.086655000000000024 -0.012799999999999999 -0.52014499999999986 0.11942500000000002 0.11270000000000001 0.10327000000000001 0.13725000000000001 0.092070000000000013 0.083795000000000022 0.085760000000000017 -0.089269999999999988 0.0033150000000000007 -0.065504999999999994 -0.094384999999999983 -0.052074999999999989 -0.10942499999999998 -0.08231999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3 9 -9 -7 11 -10 13 14 -13 -12 17 18 19 20 21 22 23 24 -17 -23 -27 29 -29 -28
right_child=-2 4 -4 -5 -6 7 -8 8 10 -11 15 12 -14 -15 -16 16 -18 -19 -20 -21 -22 25 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0032727884199551267 -0.00018025504375354651 -0.00099972949683433407 0.0067846999725415594 -0.0030350390737029641 -0.003572587777161971 -0.0070052831759676339 0.0066416655798726106 0.0053246066340112263 -0.010730331940576435 0.00044471615526293007 -0.0025848849171678824 -0.0041214333137586006 -0.0034071423621340234 0.0037170986758265547 0.0022592835973396347 0.0064889795275340821 -0.0033710884126114914 0.0036763388865725384 -0.0040149517561076211 0.0044177660552252619 -0.0012141697087264178 -0.0045576730720876231 0.0083408038957579131 -0.0032844639765337493 0.00067853136360645301 0.0039308213768526916 -0.0034108231807032882 0.0060086760267784659 0.00071807088913610167 -3.1474350514050961e-05
leaf_weight=23 1581 24 21 22 20 20 23 28 20 35 36 21 33 29 27 29 22 38 36 21 126 21 27 39 50 35 59 22 343 290
leaf_count=23 1581 24 21 22 20 20 23 28 20 35 36 21 33 29 27 29 22 38 36 21 126 21 27 39 50 35 59 22 343 290
internal_value=0 0.000185054 0.00228761 0.000188962 9.091e-05 0.000141302 0.00273968 5.45048e-05 0.000148838 -0.00226437 3.93806e-05 -0.00188305 -0.000274448 0.00106814 -0.00053228 0.00024869 0.00033678 0.000408588 0.000295496 0.000441613 0.000361402 0.000578366 0.00220148 0.000796719 0.00281148 0.000272715 0.000408147 0.000235466 0.00103696 -0.000602768
internal_weight=0 1540 66 45 1474 1454 47 1407 1352 55 1324 130 110 77 48 1194 1158 1136 1098 1062 1041 915 145 118 79 770 749 714 365 349
internal_count=3121 1540 66 45 1474 1454 47 1407 1352 55 1324 130 110 77 48 1194 1158 1136 1098 1062 1041 915 145 118 79 770 749 714 365 349
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=31
num_cat=0
split_feature=133 399 1204 393 42 394 1186 1186 43 11 1420 155 11 8 123 10 9 1 9 2 52 2 4 42 3 11 0 13 133 156
split_gain=0.0099854 0.0163724 0.048523 0.0209837 0.070379 0.0150001 0.0154674 0.018257 0.0416718 0.0249455 0.0216722 0.0203229 0.0307544 0.0207096 0.0216659 0.0280122 0.0433803 0.0251887 0.0244846 0.0414344 0.0203343 0.0423064 0.0308041 0.0912702 0.112788 0.146804 0.0809576 0.0660982 0.058984 0.0326036
threshold=-0.54084999999999994 0.09141500000000001 -0.036244999999999993 0.10358500000000001 -0.016354999999999998 -0.13579999999999995 0.090275000000000008 0.057025000000000006 -0.012164999999999999 0.10458500000000001 0.056520000000000008 0.14547000000000002 0.095165000000000013 0.089545000000000013 -0.088149999999999992 0.039530000000000003 0.088235000000000022 0.11955000000000002 -0.085744999999999988 -0.023999999999999997 -0.56176499999999996 0.10060500000000001 -0.14098499999999997 0.087195000000000009 0.013900000000000001 0.080455000000000013 0.051010000000000007 -0.0065549999999999992 0.039215000000000007 0.091255000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 9 -9 10 11 12 13 14 -7 16 18 -17 -16 -20 21 -21 23 24 25 27 -24 -22 -25 -26
right_child=1 2 -4 4 -6 6 -8 8 -10 -11 -12 -13 -14 -15 15 17 -18 -19 19 20 22 -23 26 28 29 -27 -28 -29 -30 -31
leaf_value=0.0016330225323956159 -0.0019937016204685759 -0.0049361431989102412 0.00064099875520556588 0.0052140549981388555 -0.0024968539481051268 -0.0032011577238639198 0.0026475029299035668 0.001019395644898 -0.0050002649441644878 0.0029357255211678048 -0.0032127084387909804 0.0030391993614929647 -0.0030944139463827017 0.0030117979475661467 -0.0024686948275372675 0.0050361986848570057 -0.0046563282760325826 7.7476143487729133e-05 0.0040276725342174849 -0.00047511822105603173 -0.0046329512105633816 0.0051853862145672678 2.7245433618353356e-05 -0.00073042739510398226 0.0010362485231275463 0.0011646396393189208 0.0064172025839798162 -0.011980075180530549 0.006010459566488862 -0.0032197027855242291
leaf_weight=37 38 26 39 29 20 21 22 23 23 29 21 22 32 23 39 21 20 20 26 31 24 23 2295 27 72 24 20 25 25 24
leaf_count=37 38 26 39 29 20 21 22 23 23 29 21 22 32 23 39 21 20 20 26 31 24 23 2295 27 72 24 20 25 25 24
internal_value=0 -1.9592e-05 -0.00158986 1.42163e-05 0.00206675 -1.9647e-05 5.93762e-06 -1.4033e-05 -0.00199043 1.77109e-05 -1.21383e-05 1.17466e-05 -1.21087e-05 2.36282e-05 -1.48251e-06 2.32572e-05 -1.65021e-05 0.00261731 1.84495e-05 5.55285e-05 1.56537e-05 0.00193584 -2.52335e-05 -0.00115323 -0.0022805 -0.00524303 8.24502e-05 -0.00838148 0.00251038 -2.77393e-05
internal_weight=0 3084 65 3019 49 2970 2932 2910 46 2864 2835 2814 2792 2760 2737 2716 2675 41 2655 2616 2590 54 2536 221 169 73 2315 49 52 96
internal_count=3121 3084 65 3019 49 2970 2932 2910 46 2864 2835 2814 2792 2760 2737 2716 2675 41 2655 2616 2590 54 2536 221 169 73 2315 49 52 96
is_linear=0
shrinkage=0.1


Tree=786
num_leaves=31
num_cat=0
split_feature=1454 15 0 482 159 158 484 482 1456 52 16 50 50 1205 1 0 1443 13 52 12 13 400 13 3 157 52 1429 150 2 4
split_gain=0.00994617 0.0537594 0.0357816 0.0170321 0.0136984 0.0518226 0.032189 0.0174709 0.029359 0.0170913 0.0305873 0.0196876 0.0297058 0.0210088 0.0179762 0.0616139 0.0401991 0.0387987 0.0723614 0.0811195 0.0996432 0.0612952 0.0541407 0.0508021 0.0458678 0.0387649 0.0567338 0.0544915 0.0406555 0.0708612
threshold=0.096235000000000015 0.088850000000000012 -0.083914999999999976 -0.25163999999999992 -0.46267499999999995 -0.42403999999999992 -0.066844999999999988 0.11816500000000001 -0.23007499999999997 0.42957000000000006 -0.008904999999999998 0.13705000000000003 0.13120500000000004 0.09993500000000001 0.085605000000000014 -0.17169499999999996 1.0000000180025095e-35 -0.013024999999999998 0.088555000000000009 0.094580000000000011 0.05868000000000001 -0.064794999999999978 -0.011289999999999998 -0.0096849999999999974 -0.081329999999999986 -0.016329999999999997 0.083985000000000018 0.10124000000000001 0.084055000000000005 -0.085719999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 -5 8 -7 11 -11 12 13 14 15 -10 -16 21 22 -20 -21 -17 -19 24 -24 -23 27 28 29 -27
right_child=1 -3 -4 4 5 7 -8 -9 9 10 -12 -13 -14 -15 16 17 -18 18 19 20 -22 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0029384730942547325 0.0026385311585865128 -0.0056006665132008497 -0.002054513404436875 0.0043635681834227093 -0.0048580041261051194 -0.0031187420967034997 -0.00012175850618708257 0.00295910278451629 0.005611627673109373 0.0036627299066180168 -0.00094500041473656897 -0.0026967896027835433 0.0033174169327442847 -0.0032449983339756724 -0.00020904609119789489 0.0048448618613292638 -0.0047305831834091802 -0.0046173629160462457 -0.0045268241596159546 -0.0039343028245327465 0.003290243626993504 -0.00054097900943435339 0.0055047205393202606 -0.0030908907078103058 0.00057107335764649072 -0.0015598612294221918 0.0046365013409003213 -0.0045302418607752774 0.00045362371493533755 0.005009208474201352
leaf_weight=20 33 20 32 24 22 30 48 20 21 34 25 27 27 20 1166 32 20 22 81 35 42 301 20 36 326 24 37 20 504 52
leaf_count=20 33 20 32 24 22 30 48 20 21 34 25 27 27 20 1166 32 20 22 81 35 42 301 20 36 326 24 37 20 504 52
internal_value=0 -0.0010669 0.000328109 2.98703e-05 1.05825e-05 -2.27461e-05 0.00137335 1.3659e-05 -6.64039e-06 2.58676e-05 0.0017103 -9.46177e-06 1.6582e-05 -1.57205e-05 7.85946e-06 0.000231736 -0.000285295 0.000157991 -0.000503155 -0.00231761 6.35888e-06 0.000541047 0.000206461 0.000484273 0.000856255 0.000394221 0.000836129 0.000601773 0.000778739 0.00293477
internal_weight=0 85 65 3036 3016 2944 72 2922 2902 2872 59 2813 2786 2759 2739 1553 1186 1532 562 158 77 970 404 382 346 938 637 600 580 76
internal_count=3121 85 65 3036 3016 2944 72 2922 2902 2872 59 2813 2786 2759 2739 1553 1186 1532 562 158 77 970 404 382 346 938 637 600 580 76
is_linear=0
shrinkage=0.1


Tree=787
num_leaves=31
num_cat=0
split_feature=1456 133 133 483 12 1213 1210 130 130 12 16 133 1213 52 133 131 402 16 1208 131 131 4 132 16 403 12 43 13 52 43
split_gain=0.00960681 0.0718224 0.0799304 0.0389654 0.0261341 0.0131425 0.082207 0.049288 0.0703933 0.107156 0.0509963 0.0496506 0.0477416 0.0277724 0.026131 0.0183552 0.0156136 0.0541714 0.0337758 0.027538 0.0362894 0.0359418 0.0296876 0.0494131 0.0264393 0.0255923 0.0605513 0.0298362 0.0253804 0.0644369
threshold=0.088910000000000017 0.11524500000000001 0.09635500000000001 0.08833000000000002 0.087215000000000015 0.060985000000000004 -0.062539999999999984 0.10464000000000001 0.006490000000000001 0.08815000000000002 -0.059624999999999991 -0.0084449999999999994 0.031805000000000007 0.08734500000000002 -0.069129999999999983 -0.13752999999999996 -0.11206999999999999 -0.080954999999999985 0.097165000000000015 0.11863000000000001 0.11657500000000001 -0.065794999999999979 -0.41127499999999995 0.67964000000000013 -0.51385999999999987 0.10388500000000002 0.055925000000000009 -0.052719999999999996 0.016565000000000003 -0.071044999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 12 -7 8 10 -10 11 13 15 -8 -12 -1 17 -17 19 20 22 -21 -18 24 -24 26 27 -19 -26 -30
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 14 -13 -14 -15 -16 16 18 25 -20 21 -22 -23 23 -25 28 -27 -28 -29 29 -31
leaf_value=0.0023941338644362987 0.0020612424365370661 -0.0060520037003284829 0.0057588051184124895 -0.0038953479903284464 -0.0022910474815448236 0.0067201870271847361 0.0015424083138621131 -0.0041049933934118599 0.00016472015219430131 0.0096144292363896967 0.00029559979634359481 -0.004719048215295462 -0.0044664546556305142 -0.0023841085573357923 0.0051451262191403654 0.0046265497388958471 0.0034066886305809023 -0.0041374219551653371 -0.0034055693292369448 -0.0056375769677106296 0.0042551819112850355 0.00021973581222647974 0.0026029364009828946 -0.0047747661338441751 0.0001768271881678283 -0.0028714373125694696 0.0049650526600695834 0.00081663416518319037 0.0005013098897844819 -0.0013095953893688212
leaf_weight=32 37 22 21 32 22 21 43 24 30 20 25 34 24 31 20 32 25 20 30 20 20 22 38 22 1576 25 24 31 350 448
leaf_count=32 37 22 21 32 22 21 43 24 30 20 25 34 24 31 20 32 25 20 30 20 20 22 38 22 1576 25 24 31 350 448
internal_value=0 -0.000828339 0.000197738 -0.00108558 0.000438355 3.71602e-05 0.000734255 0.000180491 0.000687149 0.0039446 -0.000377379 -0.00155585 -2.59576e-05 -0.000102484 0.00245094 1.32954e-05 -1.51008e-05 0.0010454 -6.99755e-05 -3.02818e-05 1.27378e-05 -0.00256946 -2.17677e-05 -5.69819e-05 -1.39507e-05 -0.000100574 0.000823046 -0.00112613 -5.58385e-05 -0.000515339
internal_weight=0 134 112 91 59 2987 248 227 203 50 153 108 2739 74 45 2715 2683 132 2551 2521 2479 42 2459 2434 2412 100 75 51 2374 798
internal_count=3121 134 112 91 59 2987 248 227 203 50 153 108 2739 74 45 2715 2683 132 2551 2521 2479 42 2459 2434 2412 100 75 51 2374 798
is_linear=0
shrinkage=0.1


Tree=788
num_leaves=31
num_cat=0
split_feature=1213 1452 402 402 2 403 1213 3 13 12 16 2 15 4 401 401 481 1446 1 1 13 480 15 15 481 43 2 46 45 402
split_gain=0.0100939 0.0277112 0.0235983 0.0240052 0.0821686 0.0266738 0.019808 0.0276874 0.0622611 0.0361766 0.0332562 0.0307149 0.0183884 0.0175688 0.0156991 0.0195948 0.0172599 0.0320747 0.0313159 0.104208 0.0814085 0.069794 0.0400593 0.0426521 0.0227316 0.045948 0.0261669 0.0193545 0.0311633 0.0233689
threshold=-0.086979999999999988 -0.069739999999999983 0.2506000000000001 0.11320500000000001 0.089775000000000008 -0.55157999999999985 -0.088064999999999991 -0.081924999999999984 -0.087324999999999986 0.088485000000000022 -0.079734999999999986 0.086000000000000007 0.091295000000000015 -0.085964999999999986 0.10947000000000001 0.10387 -0.050084999999999991 0.037915000000000011 0.092390000000000014 0.081670000000000006 -0.0051199999999999987 0.08976000000000002 0.098485000000000017 0.088495000000000018 -0.085894999999999985 -0.080084999999999976 0.087545000000000026 0.096120000000000011 1.0000000180025095e-35 0.087360000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 5 -5 -3 7 8 -1 11 13 -9 -11 -10 15 16 18 27 19 20 22 -20 23 24 26 -26 -7 28 29 -18
right_child=1 2 -4 4 -6 14 -8 9 10 12 -12 -13 -14 -15 -16 -17 17 -19 21 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0052008863957598815 -0.0030248263745658822 -0.0026961745102763984 -0.0032090375442867694 0.0068260891738602713 -0.0019190373245774853 -0.0031394251668825745 0.0035626956743986479 0.0012336654724398009 0.00016606399704786865 -0.0015905404385800166 -0.0022671506359564285 0.0065398222766816618 0.0016284218677485895 0.0040783754013925012 -0.0026538458398797297 0.0030005834359061821 4.0831199314855672e-05 -0.0034416177759080064 -0.0060024294047616427 0.0064720808009565882 -0.005660969480522908 0.0018551073386333884 0.0045421897234129054 -0.0036386708686636255 -0.0003510331123834476 0.0054306454923270008 0.0016717764954172218 0.0026761225066505947 -0.0037302491720765832 -0.0013855723393811606
leaf_weight=25 31 37 23 21 22 20 21 24 22 36 26 20 35 24 22 22 2262 28 20 33 20 26 28 22 27 28 26 26 23 121
leaf_count=25 31 37 23 21 22 20 21 24 22 36 26 20 35 24 22 22 2262 28 20 33 20 26 28 22 27 28 26 26 23 121
internal_value=0 -5.10813e-05 -1.88145e-05 7.0765e-06 0.00235184 -2.90485e-05 0.000633145 0.000342953 -0.000901378 0.00139252 0.000591507 0.00364555 -3.72803e-06 0.00220727 6.78439e-06 2.82097e-05 4.0797e-06 -7.63723e-05 0.000795728 0.00132719 0.000334322 -0.00156121 0.0011284 0.000351277 0.00122037 0.00259237 -0.00042005 -3.76277e-05 -6.69534e-05 -3.15963e-05
internal_weight=0 2888 2857 2834 43 2791 233 212 97 115 72 44 71 46 2754 2732 2710 2460 250 204 171 46 151 123 101 55 46 2432 2406 2383
internal_count=3121 2888 2857 2834 43 2791 233 212 97 115 72 44 71 46 2754 2732 2710 2460 250 204 171 46 151 123 101 55 46 2432 2406 2383
is_linear=0
shrinkage=0.1


Tree=789
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1208 1211 1211 1211 393 393 393 1204 3 52 12 399 1209 1210 1209 3 3 43 483 47 1209 401 51 52 12 1 51
split_gain=0.00999745 0.0267681 0.0255685 0.0932095 0.0134053 0.0358407 0.0411901 0.0148016 0.0165501 0.0226709 0.0199712 0.0387197 0.0459467 0.0329476 0.0203882 0.0199896 0.0187289 0.021265 0.0210794 0.0536213 0.0635428 0.0462107 0.0326072 0.0289024 0.0284417 0.0519136 0.0638756 0.0640326 0.105313 0.0499197
threshold=0.11846000000000001 0.10383000000000002 0.2506000000000001 0.092250000000000013 0.13003000000000001 0.11789500000000001 0.11088500000000003 0.13251500000000002 0.10938000000000002 0.10358500000000001 -0.064464999999999981 -0.091354999999999978 0.08568000000000002 0.090165000000000009 0.10695000000000002 0.091830000000000009 -0.08453999999999999 0.087170000000000011 -0.092644999999999991 -0.096099999999999977 -0.095589999999999994 -0.095084999999999989 0.11114000000000002 -0.084629999999999997 0.080190000000000011 0.084305000000000019 0.10611000000000001 0.080890000000000017 0.084525000000000003 0.11594500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 10 11 -1 13 -13 15 16 -12 18 19 21 -21 -18 24 -20 25 26 27 28 -23 -27
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 14 12 -14 -15 -16 -17 17 -19 23 20 -22 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0049625138509208746 0.0019527265336364509 -0.0028936489230545707 -0.0028913999348878861 0.0068466100253863271 -0.0024077509631119346 0.0038645885477308186 -0.0039781829807907345 0.0027307977488089819 -0.002614129413268529 0.0030210709292441611 -0.0020972885244104657 0.003479265777930392 -0.0029956209116603419 -0.0015876339704153084 0.0031547128001139279 0.0025518015763091465 -0.0044291649019578471 0.0032794850505888464 0.0034768357640132309 0.007904281896827299 0.00029600914162786115 0.0094178325941108865 -0.0033548884171371663 -0.00016643956594600563 -0.0014757701063436404 0.0067916972363101583 -0.0038533204596994139 0.0003102650144485423 1.7072127845424875e-05 0.00025041958782821898
leaf_weight=23 26 32 30 20 23 24 26 20 24 25 42 33 39 21 21 31 20 20 22 21 23 22 21 2125 53 28 30 230 26 20
leaf_count=23 26 32 30 20 23 24 26 20 24 25 42 33 39 21 21 31 20 20 22 21 23 22 21 2125 53 28 30 230 26 20
internal_value=0 -1.64042e-05 1.36552e-05 4.23897e-05 -2.77608e-06 1.57237e-05 -1.54202e-05 1.96247e-05 1.055e-06 2.27278e-05 -3.38107e-06 -0.00128872 -0.000380148 0.0015088 5.07385e-05 2.68967e-05 -2.06079e-06 3.10093e-05 6.40898e-06 0.000595384 0.00392723 0.000269604 0.000488151 -0.000129107 0.000685471 0.00100723 0.000530511 0.00100359 0.00432575 0.00406616
internal_weight=0 3095 3063 3033 3013 2990 2966 2940 2920 2896 2871 116 93 54 2755 2734 2703 2661 2641 494 44 450 430 2147 409 356 308 278 48 48
internal_count=3121 3095 3063 3033 3013 2990 2966 2940 2920 2896 2871 116 93 54 2755 2734 2703 2661 2641 494 44 450 430 2147 409 356 308 278 48 48
is_linear=0
shrinkage=0.1


Tree=790
num_leaves=31
num_cat=0
split_feature=470 1420 1429 475 475 474 3 154 12 10 10 11 1 1 159 155 156 15 374 43 15 96 39 34 12 1 48 49 3 2
split_gain=0.010112 0.0144878 0.018432 0.027757 0.021642 0.0334208 0.127474 0.0149205 0.0154714 0.0219778 0.0445899 0.0222942 0.0204771 0.0214187 0.0191709 0.0185564 0.0162203 0.01689 0.0337923 0.0267349 0.0314468 0.0265499 0.0247636 0.0245126 0.0226267 0.0228498 0.0274906 0.0495431 0.0324018 0.119855
threshold=0.079700000000000007 -0.086449999999999985 -0.23587499999999997 0.088410000000000016 0.05680000000000001 -0.10160499999999999 -0.073309999999999986 0.085530000000000009 0.23631000000000002 -0.15926999999999997 -0.089679999999999982 0.087575000000000014 0.097525000000000014 0.11374000000000002 0.082585000000000006 0.11958000000000001 0.11715000000000002 -0.42198999999999992 0.089165000000000008 -0.081779999999999978 -0.56368999999999991 0.083725000000000008 0.089790000000000023 -0.085644999999999985 -0.16511999999999996 0.14627000000000004 0.12474000000000002 0.13441 0.095270000000000007 0.087750000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 9 14 -11 15 -13 -14 -7 16 17 19 21 -12 -21 23 -22 -19 -25 26 28 -28 -26 -30
right_child=-2 2 3 -5 -6 7 -8 -9 -10 10 11 12 13 -15 -16 -17 -18 18 -20 20 22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=0.0024629235631437041 -0.0020890500801412958 -0.0028238762554753088 -0.0016319044303662819 0.0032710877882961469 -0.0030012784108597165 0.0035696031503903215 0.0087456468818709245 -0.002751457788399421 -0.0027153536233873593 -0.0045137201994789808 0.0021587007463676855 -0.00087369652464985847 0.0044791649421676996 0.00073098826462463028 -0.00026509841184385802 -0.0030048032790156352 0.0020308138410511773 -0.0034668771483536277 0.0040002931796369106 0.00162345991425571 -0.0017029502046024129 0.0027903557670387359 -0.0056761536758304356 0.0030860227775638522 7.8455098819148204e-06 -0.0031355989834992216 -0.00056298051769023436 0.0050633259663551023 -0.0079841491327291205 -0.00029722504603911108
leaf_weight=24 23 23 29 26 24 32 20 20 21 22 20 24 30 31 22 21 38 21 21 21 62 33 21 23 2227 24 34 29 24 131
leaf_count=24 23 23 29 26 24 32 20 20 21 22 20 24 30 31 22 21 38 21 21 21 62 33 21 23 2227 24 34 29 24 131
internal_value=0 1.55094e-05 -3.59858e-06 1.76621e-05 -1.03012e-05 1.36186e-05 0.00260383 -2.93761e-05 -1.0808e-05 8.70264e-06 -2.90731e-05 5.72843e-06 0.00160079 0.00257435 0.00200732 -4.35734e-05 -2.07863e-05 -4.97573e-05 5.30527e-06 -0.00118964 -0.00183355 -2.76463e-05 -0.00270822 -6.46515e-05 -3.59811e-05 -6.50641e-05 -3.49239e-05 0.00202691 -8.9456e-05 -0.00148746
internal_weight=0 3098 3074 3051 3025 3001 49 2952 2932 2911 2857 2835 85 61 54 2750 2729 2691 2567 124 104 2546 83 2513 2492 2469 2445 63 2382 155
internal_count=3121 3098 3074 3051 3025 3001 49 2952 2932 2911 2857 2835 85 61 54 2750 2729 2691 2567 124 104 2546 83 2513 2492 2469 2445 63 2382 155
is_linear=0
shrinkage=0.1


Tree=791
num_leaves=31
num_cat=0
split_feature=45 3 11 104 34 1 1 47 47 4 4 3 133 120 133 12 13 160 130 4 39 2 3 2 129 13 0 16 50 42
split_gain=0.00968836 0.0108541 0.0397386 0.0171309 0.0143547 0.0139318 0.0451701 0.0198322 0.0171026 0.0162442 0.0428883 0.152537 0.0578274 0.0568181 0.0437501 0.0436447 0.0839113 0.0419759 0.0323879 0.0307162 0.0326714 0.0341407 0.232067 0.154184 0.0569865 0.0885792 0.0903338 0.0709607 0.0739259 0.104731
threshold=-0.067109999999999989 0.63141500000000017 -0.014494999999999999 0.079665000000000014 -0.09225499999999999 0.15618500000000002 0.14754500000000001 0.13975500000000002 0.13283000000000003 0.24564500000000003 0.076415000000000025 0.048265000000000009 -1.0000000180025095e-35 0.073910000000000017 -0.14757499999999998 0.096645000000000009 -0.084154999999999994 0.096485000000000015 -0.14996499999999999 0.063160000000000008 0.10508500000000001 0.083935000000000023 0.013900000000000001 0.084055000000000005 0.085395000000000013 0.061215000000000012 -0.078704999999999983 -0.095564999999999983 0.089465000000000017 0.099210000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 9 10 13 12 14 18 -12 16 -14 -11 -6 20 21 22 24 -23 25 27 -27 -20 29 -29
right_child=1 -3 3 -5 5 -7 -8 -9 -10 17 11 -13 15 -15 -16 -17 -18 -19 19 -21 -22 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0021406681218650195 0.0043655271424324297 -0.0021987909366461365 0.0021624401117855264 -0.0026606332937565945 -0.0035160294725318196 -0.0021817161910364343 0.0046421993903571828 0.0030500328999810986 -0.0028775953066845737 -0.0010694185582074819 0.00046535888028776518 0.0098588669160380969 0.00019807935319840909 0.0052800195990130305 -0.0059297021222300831 -0.00086372519377619038 0.0088883135630749167 0.0029914361557790213 0.0035707942814991369 -0.00278136792127043 0.0037636261382747605 0.0085321789375897919 -0.010975583802376475 0.00010551383466647038 0.0033620920256362298 -0.0089946306810209844 -1.3805919193795751e-05 -0.00091075898168967878 0.0011248080833110626 -0.0077660287051306417
leaf_weight=21 21 22 31 24 27 29 21 21 21 280 23 20 25 20 20 30 20 28 46 40 23 22 21 1667 40 24 21 312 177 24
leaf_count=21 21 22 31 24 27 29 21 21 21 280 23 20 25 20 20 30 20 28 46 40 23 22 21 1667 40 24 21 312 177 24
internal_value=0 1.45013e-05 3.03208e-05 5.40181e-07 2.15979e-05 -5.09364e-07 2.07671e-05 -1.21089e-05 -3.40485e-05 -1.35281e-05 6.77595e-05 0.00178328 0.00041454 -2.83209e-05 -0.00250909 0.00209075 0.00406041 -0.00070025 -7.17607e-05 -3.32852e-05 1.29593e-05 -2.36869e-05 -0.000630614 0.000215275 -0.000293278 -0.000535356 -0.00480358 -0.00019176 -0.000529143 -0.00140042
internal_weight=0 3100 3078 3057 3033 3002 2973 2952 2931 2910 2602 138 118 2464 43 75 45 308 2444 2417 2377 2354 665 1689 644 604 45 559 513 336
internal_count=3121 3100 3078 3057 3033 3002 2973 2952 2931 2910 2602 138 118 2464 43 75 45 308 2444 2417 2377 2354 665 1689 644 604 45 559 513 336
is_linear=0
shrinkage=0.1


Tree=792
num_leaves=31
num_cat=0
split_feature=11 9 295 96 120 12 40 150 3 40 12 133 40 12 12 12 124 46 158 158 0 1 9 15 2 457 457 1374 12 1374
split_gain=0.0110573 0.0175198 0.017681 0.0350187 0.019534 0.0262545 0.017544 0.07263 0.0221204 0.0176026 0.0127993 0.048716 0.0541954 0.0284242 0.0269436 0.0303423 0.0284699 0.0278927 0.0188456 0.0502561 0.0454814 0.0284454 0.0312161 0.031839 0.0214469 0.0205017 0.0445723 0.0393625 0.0306947 0.0431427
threshold=-1.0000000180025095e-35 -0.092544999999999975 0.084000000000000005 0.083725000000000008 0.09852000000000001 0.22926500000000002 -0.08440499999999998 0.084335000000000007 -0.015584999999999998 -0.082074999999999995 -0.096104999999999982 -0.080849999999999991 0.10751000000000001 -0.094384999999999983 -0.087484999999999993 -0.040564999999999997 -1.0000000180025095e-35 0.10253500000000002 -0.46278499999999995 -0.14117999999999997 -0.077809999999999976 0.14554000000000003 0.092890000000000014 -0.47006499999999996 -0.080614999999999978 0.062030000000000009 0.085230000000000014 -1.0000000180025095e-35 0.086345000000000019 -0.24323499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 -3 -8 11 -11 -13 -12 -15 16 -16 18 20 -20 -17 22 23 -21 -25 27 -27 -26 29 -28
right_child=1 2 -4 -5 -6 -7 9 -9 -10 10 13 12 -14 14 15 17 -18 -19 19 21 -22 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=-0.0019105832759911815 0.0026550639402121308 0.0033350446610711515 -0.0023051707462097208 0.0039972839284349573 -0.0030461954019431556 0.0034562074494632806 0.0026174815837293865 -0.0057776353080183848 -0.001088538661133498 0.0014149970327241299 0.0037971973046660428 -0.0062884104739943589 0.00057963817351264885 -0.0027041860726765461 0.0044405980295656872 0.0045578399915878745 0.00029517444286407353 -0.0037237874208949509 -0.0036762102645494649 0.003741925813095725 -0.00078419869738247474 0.003792432696791366 -0.0038331933763055578 0.0029788875991168125 0.0043671174676135367 -0.004194208069101377 0.0025711489996562403 1.7477215667425567e-05 0.0020179353942651125 -0.0022363639684737707
leaf_weight=30 25 20 33 22 21 22 26 26 26 39 20 27 20 36 30 30 37 20 37 23 34 20 21 24 21 36 24 2245 42 84
leaf_count=30 25 20 33 22 21 22 26 26 26 39 20 27 20 36 30 30 37 20 37 23 34 20 21 24 21 36 24 2245 42 84
internal_value=0 1.85433e-05 -2.9547e-06 2.20941e-05 -6.95075e-06 1.43951e-05 -1.1117e-05 -0.00155305 0.000834758 2.72184e-05 3.75259e-06 -0.00119778 -0.00336584 4.0869e-05 1.36886e-05 4.9555e-05 0.00215133 -3.36463e-06 2.48097e-05 -1.72875e-05 0.00171988 3.60117e-05 6.19887e-06 3.84627e-05 4.06055e-06 -2.50568e-05 -0.00103433 5.77872e-05 -0.000275958 -0.00116803
internal_weight=0 3091 3066 3033 3011 2990 2968 72 46 2896 2870 86 47 2784 2764 2728 67 2661 2641 2577 64 2540 2520 2499 2476 2452 186 2266 150 108
internal_count=3121 3091 3066 3033 3011 2990 2968 72 46 2896 2870 86 47 2784 2764 2728 67 2661 2641 2577 64 2540 2520 2499 2476 2452 186 2266 150 108
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=31
num_cat=0
split_feature=402 15 3 15 15 130 150 10 10 0 0 158 0 4 160 2 3 0 52 52 1375 128 15 15 12 3 3 12 13 49
split_gain=0.00996861 0.0103946 0.0319217 0.0298428 0.0229408 0.0218187 0.0274963 0.0216436 0.0330111 0.0195886 0.0622328 0.0452942 0.0398495 0.106385 0.0384825 0.0581885 0.139493 0.157445 0.0788605 0.107721 0.0715864 0.0523644 0.0532589 0.0426277 0.0418216 0.0413707 0.0858827 0.0521092 0.0705642 0.0562915
threshold=0.27918000000000004 0.11728000000000001 -0.077104999999999993 0.11461000000000002 0.11923500000000002 -0.22461999999999996 0.14500000000000005 -0.15926999999999997 -0.090429999999999996 -0.089019999999999974 -0.089964999999999976 -0.22218999999999997 -0.08824499999999999 -0.0016099999999999997 -0.087429999999999994 0.087995000000000004 0.090900000000000009 -0.15931499999999996 0.048770000000000008 0.092320000000000013 0.086520000000000014 0.090375000000000025 -0.093244999999999981 -0.10324499999999999 0.085700000000000012 -0.020429999999999997 -0.0087149999999999988 0.086915000000000006 -0.0021749999999999994 0.098895000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -4 -1 7 -7 -9 10 11 -10 13 -11 -13 16 17 -16 20 -20 25 22 23 24 -19 27 -27 28 -17 -29
right_child=-2 2 4 -5 -6 6 -8 8 9 12 -12 14 -14 -15 15 18 -18 21 19 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.002807102054690144 0.0018140916262442868 -0.0018068670852747011 0.0040823150167448655 -0.0031994574361791216 0.00081085501392058525 0.0020774815618400072 0.0036928824475035075 -0.0041122752372757532 -0.0048341859309446247 -0.00087016892742694312 -0.0044366842966426061 0.0012004936968794007 6.5637670596044157e-05 0.0078256024889318109 0.0099235811873222696 -0.0089812192297540599 -0.0072601713147014387 2.1008092246236321e-05 -0.010610574887832628 -0.00023169182240962983 -0.0065711668552830811 -0.0039812313604422594 -0.00049579270078890748 0.0067428003065288069 0.0053888064609574418 0.0055369627276628183 -0.00033156301901777791 0.0011301784292196057 -0.00068157711288049114 -0.0036922238339242098
leaf_weight=28 30 38 27 30 104 48 20 20 21 34 37 172 1828 24 20 20 20 47 20 20 20 22 93 22 21 29 178 70 21 37
leaf_count=28 30 38 27 30 104 48 20 20 21 34 37 172 1828 24 20 20 20 47 20 20 20 22 93 22 21 29 178 70 21 37
internal_value=0 -1.76068e-05 0.000744914 -6.17088e-05 0.00148513 -2.91596e-05 -2.00092e-06 -2.79846e-05 -6.413e-05 -3.49647e-05 -0.000421659 -0.000247502 0.000147516 0.00272808 -0.000131732 -0.000478918 0.000743128 0.00145453 -0.00120037 -0.00542113 -0.000750152 0.000628283 0.00118243 0.0029166 0.00167871 -0.000422207 0.000490598 -0.0016989 -0.00473018 -0.000537381
internal_weight=0 3091 169 2922 131 2892 2864 2844 2796 2776 890 853 1886 58 832 660 245 225 415 40 375 205 183 90 68 355 207 148 41 107
internal_count=3121 3091 169 2922 131 2892 2864 2844 2796 2776 890 853 1886 58 832 660 245 225 415 40 375 205 183 90 68 355 207 148 41 107
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=31
num_cat=0
split_feature=133 13 132 3 130 403 4 133 4 0 13 43 4 15 13 43 133 11 133 1213 403 15 0 0 43 401 401 42 402 402
split_gain=0.010242 0.0356092 0.0488253 0.0676041 0.0303899 0.0304572 0.0370098 0.0524384 0.0351588 0.0203304 0.0186861 0.0177033 0.0832437 0.0878886 0.0611827 0.0430688 0.0314039 0.0234837 0.0180194 0.0206754 0.0355843 0.034201 0.0574725 0.0348679 0.0275867 0.0187393 0.0595546 0.123338 0.0223374 0.0408817
threshold=-0.14717499999999997 -0.011914999999999999 -0.41127499999999995 -0.077564999999999981 0.11684500000000002 0.099885000000000015 -0.069389999999999993 -0.40071499999999999 -0.081984999999999988 -0.10096999999999999 -0.087404999999999997 0.062770000000000006 -0.07533999999999999 0.082685000000000022 -0.15714499999999998 0.10366000000000002 0.032270000000000007 -1.0000000180025095e-35 -0.13941499999999998 -0.091914999999999983 -0.0051499999999999992 0.093115000000000017 -0.080869999999999984 -0.084804999999999978 0.055925000000000009 0.11683 0.092045000000000016 0.081660000000000024 0.11086000000000001 0.095250000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 8 10 -1 -7 -8 17 13 -13 -14 -16 -17 -2 -19 20 -20 22 23 -22 25 26 28 -28 29 -21
right_child=11 2 3 -5 -6 9 7 -9 -10 -11 -12 12 14 -15 15 16 -18 18 19 24 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0022592708584852519 -0.003114300464706806 0.0019979312663164104 -0.00023686528836965167 -0.0072024741104211327 -0.0021087553424877117 0.0024939420493319633 0.0010421265199381327 0.0040719841620219608 0.0075359303848413026 -0.0013652321102834025 -0.0030837075055941293 -0.00058309016361211732 0.0052498635314848462 -0.0094415283074513797 0.0017860557629122726 -0.0057805445767007769 -0.00059232860138373712 -0.0023305519425775856 0.0040130602967526239 -1.6946817398102139e-05 0.0018350858569007229 -0.0032786226920073942 0.0054378580481684565 -0.0034634023763077415 0.0030587757905495578 0.0025761859120663117 -0.009576455564820209 0.00049603815310664723 -0.0032470612476269405 0.0038271284333729581
leaf_weight=28 24 33 38 22 24 20 21 35 23 43 23 24 21 21 37 20 28 32 35 2319 27 21 23 23 29 27 20 31 21 28
leaf_count=28 24 33 38 22 24 20 21 35 23 43 23 24 21 21 37 20 28 32 35 2319 27 21 23 23 29 27 20 31 21 28
internal_value=0 0.0005455 -0.00109165 -0.00279092 0.00124714 0.00166445 0.00253896 0.00118328 0.00463894 -0.000140097 -0.00111456 -6.01583e-05 -0.00111345 -0.00471703 0.000416369 -0.000777789 -0.00275409 -3.66095e-07 2.79854e-05 5.69689e-05 0.00129121 0.000277752 0.00130082 -0.000602219 -7.36112e-06 -4.37135e-05 -7.29559e-05 -0.00345396 -1.38665e-07 2.89135e-05
internal_weight=0 310 93 60 217 193 130 79 51 63 44 2811 151 45 106 85 48 2660 2636 2604 129 94 73 50 2475 2446 2419 51 2368 2347
internal_count=3121 310 93 60 217 193 130 79 51 63 44 2811 151 45 106 85 48 2660 2636 2604 129 94 73 50 2475 2446 2419 51 2368 2347
is_linear=0
shrinkage=0.1


Tree=795
num_leaves=31
num_cat=0
split_feature=375 1454 15 0 1 482 159 481 160 4 3 0 0 160 42 46 45 160 0 1456 2 1416 1425 1455 158 4 159 159 1 50
split_gain=0.00973404 0.0116585 0.0523606 0.0388016 0.0295048 0.0202662 0.0169047 0.0148806 0.0591997 0.0492193 0.157828 0.0779806 0.147199 0.022209 0.0207003 0.0195859 0.0237817 0.0169075 0.0573422 0.0185696 0.0530145 0.0168348 0.0180069 0.0157691 0.0514001 0.0468888 0.02922 0.0288188 0.0608826 0.0311474
threshold=0.089550000000000018 0.088250000000000009 0.088850000000000012 -0.083914999999999976 0.07863500000000001 -0.24294999999999997 -1.0000000180025095e-35 -0.082049999999999984 -0.54913999999999985 -0.085719999999999977 -0.086049999999999988 -0.082284999999999983 -0.087414999999999979 -0.55045999999999984 0.085010000000000016 0.096120000000000011 1.0000000180025095e-35 -0.52439499999999983 -0.080309999999999979 0.088910000000000017 0.096015000000000017 1.0000000180025095e-35 0.10340000000000001 -0.088559999999999986 -0.47144999999999992 -0.012889999999999999 -0.45371999999999996 -0.073364999999999986 0.090475000000000014 0.10022000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 -5 8 -7 -10 -11 12 14 -9 -12 16 17 18 -15 21 -21 22 23 25 -25 -19 -26 28 29 -28
right_child=-2 2 -4 6 -6 7 -8 13 9 10 11 -13 -14 15 -16 -17 -18 19 -20 20 -22 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=0.0030773076842623682 -0.0021990521228872242 0.0048426708694370019 -0.0050246844929642976 -0.0040473949333483519 1.8752244068309667e-05 0.0060646177455782897 -0.00012720154429023917 -0.0026002160363449633 -0.0036725328053132849 0.0089459294586309371 -0.00096723344873420763 0.0047252105316147215 -0.0086352216542612339 0.0051228891164064412 0.003528032645699568 0.0026408123293159801 -0.0034531706199049956 -0.0041274812979143908 -0.0020609781146049499 -0.0056811589684168046 0.00040389228081217081 0.0024552121750145619 -0.0027956275066927726 0.0051028757613676137 -0.0029892861755797641 0.0014362156341251519 0.005481391171987697 -1.6283496978487429e-05 -0.0016115705713780377 0.00079517951640098005
leaf_weight=22 20 21 25 22 32 20 22 33 26 21 21 20 24 25 20 28 20 33 20 22 41 28 23 20 32 28 37 2358 34 23
leaf_count=22 20 21 25 22 32 20 22 33 26 21 21 20 24 25 20 28 20 33 20 22 41 28 23 20 32 28 37 2358 34 23
internal_value=0 1.41829e-05 -0.000943951 0.000107784 0.00193012 5.34217e-05 -0.0020873 3.0924e-05 0.000994596 0.000226411 0.00118276 -0.000735204 -0.00241533 -2.12964e-05 0.00122558 9.40506e-06 -1.7446e-05 7.77955e-06 0.00193006 -2.45096e-05 -0.00172105 1.63474e-05 -1.00391e-05 1.49389e-05 5.36386e-05 -0.00157365 1.29845e-05 5.21659e-05 0.00176923 0.00368501
internal_weight=0 3101 122 97 53 2979 44 2957 152 132 106 85 65 2805 41 2772 2744 2724 45 2679 63 2616 2588 2565 2504 61 2484 2452 94 60
internal_count=3121 3101 122 97 53 2979 44 2957 152 132 106 85 65 2805 41 2772 2744 2724 45 2679 63 2616 2588 2565 2504 61 2484 2452 94 60
is_linear=0
shrinkage=0.1


Tree=796
num_leaves=31
num_cat=0
split_feature=1447 2 2 1452 43 479 133 480 402 0 2 0 1213 403 52 133 403 50 402 52 4 402 403 1447 1447 1447 402 401 43 4
split_gain=0.0101923 0.037858 0.0969516 0.0196447 0.0131933 0.0130806 0.0256208 0.014139 0.01436 0.0596307 0.115642 0.0983772 0.0544661 0.124422 0.0496209 0.0396417 0.0354014 0.0219636 0.0175214 0.0442207 0.0606357 0.020971 0.0354392 0.0225216 0.0222102 0.0232941 0.0203934 0.0163916 0.0271708 0.0223346
threshold=-0.085804999999999979 0.083715000000000026 0.086950000000000013 -0.079694999999999988 -0.082064999999999985 0.10061500000000002 0.068115000000000023 -0.088394999999999987 0.095250000000000015 -0.071339999999999987 0.10981000000000002 -0.077639999999999987 0.04198000000000001 -0.0051499999999999992 0.085540000000000019 -0.088234999999999994 0.11447500000000001 -0.47248999999999991 0.087665000000000007 0.086275000000000004 -0.033174999999999989 0.085065000000000016 -0.082179999999999989 -0.084549999999999986 -0.082659999999999997 -0.072479999999999989 0.042685000000000008 0.10947000000000001 -0.51144999999999985 -0.52556499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -4 7 -7 -5 17 11 -11 12 13 -10 15 16 -15 -9 21 20 -20 23 -23 -19 -25 -26 27 28 -27 -30
right_child=3 2 4 5 -6 6 -8 8 9 10 -12 -13 -14 14 -16 -17 -18 18 19 -21 -22 22 -24 24 25 26 -28 -29 29 -31
leaf_value=0.0022121641080593691 0.0031604986218735573 -0.0063450873436522674 0.0021404127648565921 0.0026261720540268082 -0.00079899389152037533 -0.0043194295151624835 0.00068164882915360599 0.0027943615354295752 0.008912490042857827 0.0088579486817858804 -0.00052611684940498458 -0.0065257926743167152 -0.0030042533282070394 -0.0018930078877019696 0.0037039784639472926 -0.0048647497827187178 0.0031292935395613314 -0.0032507639574098656 0.003658918467893576 -0.005605644929746632 -0.0030362142550368464 -0.0007169842099150022 0.0050926334091595249 0.0024642403317349298 -0.0028900931621419976 0.0027450951501830586 -0.0029399136784680497 -0.0023335340603565179 0.002688106434264531 -5.7926327404148593e-05
leaf_weight=30 20 32 26 21 37 20 21 27 20 24 29 21 31 32 31 20 25 22 24 20 31 21 21 35 29 36 24 30 30 2331
leaf_count=30 20 32 26 21 37 20 21 27 20 24 29 21 31 32 31 20 25 22 24 20 31 21 21 35 29 36 24 30 30 2331
internal_value=0 -0.000884719 -0.00186268 3.69125e-05 0.000414095 1.59207e-05 -0.0017579 4.06998e-05 2.20674e-05 0.000775082 0.00372327 -9.2996e-05 0.000756619 0.00166745 0.000325782 -0.00103427 0.000309756 -4.33755e-05 -7.22447e-05 -0.00157895 -0.000114702 -2.84281e-05 0.00218782 -6.51181e-05 -3.72516e-05 -7.2555e-05 -3.92181e-05 -1.05339e-05 1.854e-05 -2.30339e-05
internal_weight=0 125 95 2996 63 2976 41 2935 2914 233 53 180 159 128 108 77 57 2681 2654 75 55 2579 42 2537 2515 2480 2451 2427 2397 2361
internal_count=3121 125 95 2996 63 2976 41 2935 2914 233 53 180 159 128 108 77 57 2681 2654 75 55 2579 42 2537 2515 2480 2451 2427 2397 2361
is_linear=0
shrinkage=0.1


Tree=797
num_leaves=31
num_cat=0
split_feature=128 38 42 0 11 9 1420 46 15 4 2 1 11 16 4 0 1 12 159 1426 475 133 15 43 2 157 15 1429 12 474
split_gain=0.00974042 0.0197551 0.0168794 0.0127998 0.0187796 0.0176888 0.0175091 0.0155367 0.0165459 0.0170688 0.0532876 0.0506001 0.0469995 0.0748998 0.0358852 0.0224543 0.0289231 0.0276551 0.0498505 0.017527 0.0192993 0.0596735 0.147094 0.0612454 0.0702394 0.0543711 0.0378023 0.0216991 0.135974 0.0461981
threshold=0.11876500000000001 0.11100500000000002 -0.064119999999999996 0.22582000000000002 0.10458500000000001 0.10860500000000002 0.056520000000000008 -0.043074999999999995 0.23208000000000004 -0.39518999999999993 0.085105000000000014 0.10508500000000001 0.078730000000000008 0.27776000000000006 -0.51253999999999988 0.089620000000000019 0.088340000000000016 -0.12529499999999996 0.03981500000000001 0.08542000000000001 -0.083344999999999989 0.085760000000000017 -0.020484999999999996 -0.080084999999999976 0.087505000000000013 -0.086244999999999988 -0.016799999999999995 0.057970000000000008 0.086420000000000011 0.11085000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 -1 9 10 -9 12 13 14 -12 17 -17 18 -11 20 21 23 -23 24 -19 -24 -25 29 -29 -22
right_child=2 -3 -4 -5 -6 -7 -8 8 -10 15 11 -13 -14 -15 -16 16 -18 19 -20 -21 27 22 25 26 -26 -27 -28 28 -30 -31
leaf_value=0.0026828354192813013 0.0036046751681715252 -0.0031527669739443809 -0.00050377539242617796 -0.0024030454795468939 0.002747214622795582 -0.0029689712985418739 -0.0028624623925203371 0.0053305185788000628 0.0026304484034578007 0.0043875750846456034 -0.0042031356599181889 0.0040840234075273782 -0.0034378886735066771 0.005302814081078396 0.00091216107430227569 0.00039130725432187327 -0.0048630608552643522 0.00012654231957577426 -0.0013928482524352148 -0.0029572984924362529 -3.8316969677566999e-05 0.01036807612515986 -0.002767587296797761 0.003700669434414629 -0.0072734126740175752 0.0029779333947226407 -0.0016955688418377015 -0.0088689869223162535 0.00075959251331038445 -0.0047496514394879345
leaf_weight=22 20 20 20 22 25 20 21 24 24 37 24 28 40 25 32 20 22 29 25 21 2338 20 28 34 23 40 21 20 55 21
leaf_count=22 20 20 20 22 25 20 21 24 24 37 24 28 40 25 32 20 22 29 25 21 2338 20 28 34 23 40 21 20 55 21
internal_value=0 -2.01292e-05 0.00155045 3.3889e-07 1.77375e-05 -4.90246e-06 1.48976e-05 3.5222e-05 1.54838e-05 -5.95764e-06 0.000957536 0.000253163 -0.000633316 0.000751657 -0.00128011 -6.64821e-05 -0.00236098 -3.09479e-05 0.00205676 -7.97923e-05 -5.68073e-05 0.000900428 0.00282939 -0.000686009 -0.00314651 0.000612131 0.00164029 -0.000133496 -0.00180803 -8.02576e-05
internal_weight=0 3081 40 3061 3039 3014 2994 2973 2951 2927 173 149 121 81 56 2754 42 2712 62 2650 2629 195 88 107 52 68 55 2434 75 2359
internal_count=3121 3081 40 3061 3039 3014 2994 2973 2951 2927 173 149 121 81 56 2754 42 2712 62 2650 2629 195 88 107 52 68 55 2434 75 2359
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=31
num_cat=0
split_feature=3 14 15 2 14 1 9 33 8 9 10 1 2 10 10 480 0 481 160 483 481 483 42 16 15 482 0 484 157 1372
split_gain=0.00973626 0.01271 0.0403388 0.0192699 0.0168469 0.0220357 0.0150019 0.0229753 0.0201889 0.0162131 0.029177 0.0735222 0.0330884 0.0676936 0.026178 0.0163887 0.0489186 0.062815 0.0352702 0.0306923 0.0300869 0.0248511 0.0563443 0.0582593 0.0484193 0.0432424 0.0364591 0.0366585 0.0209269 0.076164
threshold=0.63141500000000017 -0.31455999999999995 -0.42198999999999992 0.11510000000000002 -0.087574999999999986 0.10060500000000001 -0.090659999999999977 0.085305000000000006 0.089545000000000013 0.088665000000000008 -0.0087699999999999983 0.11146500000000002 -0.0091949999999999983 0.069930000000000006 -0.39453499999999991 0.091115000000000015 -0.083914999999999976 -0.051484999999999996 -0.14580499999999996 0.10321500000000002 0.08783500000000001 0.086010000000000017 0.083935000000000023 0.062650000000000025 -0.092489999999999989 0.078475000000000017 -0.085669999999999982 -0.077774999999999983 -0.087424999999999989 -0.082994999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -6 8 9 10 11 -8 13 -12 -13 20 17 -17 -18 -20 21 28 25 24 -24 -23 27 -26 -14 -30
right_child=-2 4 -4 -5 6 -7 7 -9 -10 -11 12 14 15 -15 -16 16 18 -19 19 -21 -22 22 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.0022123731597309452 -0.0020498688251751919 -0.0040967188983062367 0.0051449793064966796 -0.0011397864000792517 0.0024979307743099831 0.00044184546219185001 0.0069780989622120707 -0.0029718822656342619 0.0029650151891552883 -0.002495385150317676 -0.0070325992273865268 0.0019293824434638597 -0.0013126541159137906 0.0010058460524305702 -0.0028828388424153675 7.0717778110590128e-05 0.0030538122984580698 -0.006815823246897371 -0.0034943601213550815 0.0014205160764201234 0.0039255187800154093 0.0014342022490569329 -0.0021491117562012127 -0.0044597978703677654 0.0016618990620341284 0.006978208079817705 -0.00020759125537652938 0.0071479983151047713 0.0061551991221494981 -4.3263986626649604e-05
leaf_weight=27 23 23 20 47 24 20 21 26 23 26 20 26 126 22 20 26 32 27 27 24 20 34 36 24 29 24 36 21 20 2247
leaf_count=27 23 23 20 47 24 20 21 26 23 26 20 26 126 22 20 26 32 27 27 24 20 34 36 24 29 24 36 21 20 2247
internal_value=0 1.52185e-05 0.00116025 8.32988e-05 -2.06114e-05 -0.00198576 7.92668e-06 -1.24206e-05 1.40122e-05 -9.48956e-06 1.30937e-05 0.00207533 -3.6341e-05 -0.00282199 -0.000162888 6.15703e-06 -0.00106413 -0.00343752 0.000451405 -0.00118148 6.17777e-05 3.20223e-05 0.0010915 4.40177e-05 0.000930014 0.00372827 0.00221895 0.00396606 -5.8297e-05 1.14203e-05
internal_weight=0 3098 94 74 3004 43 2961 2937 2911 2888 2862 67 2795 42 46 2753 136 53 83 51 2617 2597 204 146 122 58 86 50 2393 2267
internal_count=3121 3098 94 74 3004 43 2961 2937 2911 2888 2862 67 2795 42 46 2753 136 53 83 51 2617 2597 204 146 122 58 86 50 2393 2267
is_linear=0
shrinkage=0.1


Tree=799
num_leaves=31
num_cat=0
split_feature=45 3 11 104 34 12 42 1205 0 0 158 1372 1374 16 160 3 15 160 15 2 52 3 0 128 0 4 15 47 1375 1
split_gain=0.00983812 0.0106087 0.0356482 0.0144311 0.0131423 0.0106723 0.0269096 0.0273374 0.0114066 0.0414085 0.0412844 0.0294046 0.026318 0.0337929 0.0349298 0.0591495 0.0637129 0.047056 0.0504868 0.047236 0.145466 0.0841748 0.0744266 0.0465196 0.0402169 0.0446334 0.0346703 0.0376727 0.0334015 0.0319804
threshold=-0.067109999999999989 0.63141500000000017 -0.014494999999999999 0.079665000000000014 -0.09225499999999999 0.23631000000000002 0.15665000000000004 0.09993500000000001 -0.089019999999999974 -0.089964999999999976 -0.22218999999999997 -0.065504999999999994 -0.08070999999999999 0.071345000000000006 -0.087429999999999994 0.092670000000000016 -0.14712999999999996 0.096485000000000015 -0.092334999999999987 0.090175000000000019 0.048520000000000008 0.083060000000000009 -0.15202999999999997 0.081870000000000012 -0.10011499999999998 -0.00027999999999999998 -0.093244999999999981 0.090920000000000015 1.0000000180025095e-35 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 9 10 -6 -10 -12 14 15 16 -14 19 -19 21 28 22 -16 24 25 -24 27 -26 -21 -27
right_child=1 -3 3 -5 5 -7 -8 -9 11 -11 12 -13 13 -15 17 -17 -18 18 -20 20 -22 -23 23 -25 26 29 -28 -29 -30 -31
leaf_value=-0.0021571496113513907 0.004136288520835695 -0.0021735145858573644 0.0020698206572447933 -0.0024404433206655085 -0.0045205778087533659 -0.0021942063573409209 0.0031590645391218089 -0.0036968939611688257 -0.0034910195422443477 -0.003512778290927312 0.003100250996626878 0.00018492770872750831 -0.0047855194414123184 0.0027814066993366734 0.0065837872587144386 0.0061109635734464974 0.0011605902409958324 0.0051973612349549385 -0.00025004393860201716 -0.00074244478299895461 -0.0085231137871421107 -0.0047220045336871415 0.0058064725043045148 -0.0036746838074005039 0.0037652387358580851 -0.0018301013934736449 -0.0024846940103204962 -0.001575510807335377 -0.0049926285108085723 0.0035134851378166958
leaf_weight=21 21 22 31 24 21 22 27 20 22 38 26 2002 21 38 20 20 127 27 46 245 29 32 27 27 28 24 47 25 20 21
leaf_count=21 21 22 31 24 21 22 27 20 22 38 26 2002 21 38 20 20 127 27 46 245 29 32 27 27 28 24 47 25 20 21
internal_value=0 1.46129e-05 3.02526e-05 2.04625e-06 2.13736e-05 2.20385e-07 1.64209e-05 -1.23131e-05 1.28119e-05 -0.000281458 -0.000140482 0.000144972 -3.22681e-05 -0.00013111 -0.000271918 0.00100666 0.000316885 -0.000619492 0.00176475 -0.000938849 -0.00179905 6.87209e-05 0.000768736 0.000184308 0.00079008 0.00259216 -0.000507417 0.00124602 -0.00106321 0.000663572
internal_weight=0 3100 3078 3057 3033 3002 2980 2953 2933 909 871 2024 850 824 786 168 148 618 73 545 294 251 219 199 172 72 100 53 265 45
internal_count=3121 3100 3078 3057 3033 3002 2980 2953 2933 909 871 2024 850 824 786 168 148 618 73 545 294 251 219 199 172 72 100 53 265 45
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=31
num_cat=0
split_feature=11 33 295 106 44 46 1 0 1 13 13 13 52 3 49 0 1452 1 1 1 1 150 457 39 1 39 2 10 13 1
split_gain=0.00988027 0.0123846 0.0139638 0.0315009 0.0116712 0.0182341 0.0156656 0.0727487 0.0179666 0.0185032 0.0312269 0.0496284 0.0482121 0.0346768 0.110099 0.0385672 0.0278076 0.0263741 0.0327958 0.0344051 0.0526358 0.0360343 0.0237674 0.0210934 0.0203031 0.0197693 0.0484331 0.0525588 0.0474411 0.0663294
threshold=-1.0000000180025095e-35 -0.012019999999999998 0.084575000000000011 0.087515000000000009 0.10049500000000001 1.0000000180025095e-35 0.14804000000000003 -0.057069999999999989 0.14262000000000002 -0.52014499999999986 -0.23438999999999996 -0.16152999999999998 -0.061194999999999992 0.11924500000000002 -0.031119999999999998 -0.24955499999999997 0.11769000000000002 0.13707500000000003 0.13471500000000003 0.12958500000000003 0.12408500000000001 0.13251500000000002 -0.14941999999999997 0.10661000000000002 0.12082500000000002 0.087015000000000009 -1.0000000180025095e-35 -0.012544999999999999 -0.029529999999999997 0.097525000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 8 -8 9 -3 12 -12 -11 15 -15 -13 17 18 19 20 21 22 -17 24 25 26 27 -24 -27 -30
right_child=1 2 -4 -5 -6 -7 7 -9 -10 10 11 13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 28 -28 -29 29 -31
leaf_value=-0.001806036150470997 -0.002346641322682527 -0.0022674836624147639 -0.0022296493122768071 0.0039142181564654618 -0.0019687335155422576 0.0027923820423893632 -0.0017467803129091347 0.0055378641351126138 -0.0025275771106992449 -0.00048574153075201643 -0.0048503577875505599 0.0043464819856342818 0.0046896345958682816 0.0031670770421624184 -0.0064114890744288765 0.0029408266359886122 0.0034329331130720678 -0.0032862928783288226 0.0038033681000461395 -0.0037581206561299041 0.0050317280803851431 -0.0036291331565869904 -0.00051140866009518509 0.0026035617314083804 -0.0029784873112752713 0.0011988137822717781 -2.660398609966802e-06 0.0063663054704666145 -6.6620390862226498e-07 -0.0074418104162601671
leaf_weight=30 22 35 27 21 29 24 29 26 28 36 21 21 36 20 30 28 24 24 23 24 21 27 20 31 23 37 2331 25 25 23
leaf_count=30 22 35 27 21 29 24 29 26 28 36 21 21 36 20 30 28 24 24 23 24 21 27 20 31 23 37 2331 25 25 23
internal_value=0 1.75287e-05 3.44761e-05 5.45719e-05 2.77422e-05 4.70931e-05 2.4894e-05 0.00169687 -6.67442e-06 1.77919e-05 4.58567e-05 -7.43292e-06 0.00210195 2.94555e-05 -0.00258006 7.7655e-05 4.42799e-05 1.37286e-05 4.37515e-05 1.06841e-05 4.5594e-05 4.85122e-06 4.34346e-05 1.11774e-05 -2.11752e-05 6.46318e-06 6.00707e-05 0.00330954 -0.00149203 -0.00356621
internal_weight=0 3091 3069 3042 3021 2992 2968 55 2913 2885 2850 2778 72 2757 50 2707 2686 2662 2638 2615 2591 2570 2543 2515 2484 2461 2376 45 85 48
internal_count=3121 3091 3069 3042 3021 2992 2968 55 2913 2885 2850 2778 72 2757 50 2707 2686 2662 2638 2615 2591 2570 2543 2515 2484 2461 2376 45 85 48
is_linear=0
shrinkage=0.1


Tree=801
num_leaves=31
num_cat=0
split_feature=123 376 42 376 9 15 9 16 1 8 44 0 52 16 51 49 447 2 12 2 51 2 47 2 40 159 4 0 150 2
split_gain=0.00893613 0.0145536 0.0169109 0.0241905 0.0152924 0.0528287 0.0214643 0.0163118 0.0283464 0.0207624 0.0169219 0.0170904 0.0971667 0.112358 0.136883 0.0468144 0.064539 0.03536 0.0344492 0.130351 0.559184 0.0758096 0.0660384 0.0750647 0.138334 0.0475998 0.0340297 0.0330847 0.0365971 0.0543298
threshold=0.13162000000000004 0.11283000000000001 -0.23802999999999999 -0.18919999999999998 -0.085744999999999988 -0.26481999999999994 -0.013509999999999999 0.67964000000000013 0.15964000000000003 0.089545000000000013 0.10049500000000001 -0.15599999999999997 -0.080979999999999983 -0.095964999999999981 -1.0000000180025095e-35 -0.015259999999999998 0.089095000000000021 0.11263500000000001 0.082850000000000021 0.090675000000000019 0.024995000000000003 0.094835000000000017 0.096770000000000009 1.0000000180025095e-35 -0.0036699999999999992 0.087410000000000015 -0.016959999999999999 -0.14920999999999998 0.12765500000000005 -0.080614999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6 8 9 10 11 12 26 15 -15 16 -14 -17 19 20 22 -21 23 24 -13 -25 -8 -20 29 -29
right_child=-2 -3 3 4 6 -7 7 -9 -10 -11 -12 18 13 14 -16 17 -18 -19 27 21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.0026479776657652113 -0.0021069959178566934 0.0027024300432822203 0.0032477531339163371 -0.0057535347223165445 0.002558822503708529 0.00072351961348698858 -0.00072563564323860667 -0.0027185445143417877 0.0037664615107496505 0.002521932902163826 -0.0027409830657036411 0.0013532044776227504 -0.0052731495608376077 0.00043903830325386179 0.010911939909251836 0.0044193661906906682 0.0021645334316417577 0.00010395722121608501 0.0037773266095124805 0.0052860821975627918 -0.018809955492615701 -0.00015390241924039804 0.004362229120451957 -0.0016608936664629346 -0.0093039505055238468 0.003632673335960135 -0.0062934092944487933 0.0046368172104114189 -0.0033671651523740544 3.6741554121147411e-05
leaf_weight=24 20 20 23 20 33 34 23 22 20 32 23 21 28 24 26 31 20 49 24 28 20 301 20 49 29 26 21 26 31 2053
leaf_count=24 20 20 23 20 33 34 23 22 20 32 23 21 28 24 26 31 20 49 24 28 20 301 20 49 29 26 21 26 31 2053
internal_value=0 1.35891e-05 -3.8652e-06 1.68933e-05 -7.59906e-06 -0.00167539 2.26226e-05 -5.77728e-06 1.46264e-05 -1.12038e-05 -3.94183e-05 -1.76162e-05 0.000824923 0.00186508 0.00588495 0.000294818 -0.00217411 0.00177618 -8.87896e-05 -0.000841296 -0.00313507 0.000309075 -0.000973014 -0.00182665 -0.00482795 0.00017421 -0.00338298 8.54083e-05 4.34149e-05 9.42702e-05
internal_weight=0 3101 3081 3057 3034 54 2980 2947 2925 2905 2873 2850 222 178 50 128 48 80 2628 494 165 329 145 125 50 75 44 2134 2110 2079
internal_count=3121 3101 3081 3057 3034 54 2980 2947 2925 2905 2873 2850 222 178 50 128 48 80 2628 494 165 329 145 125 50 75 44 2134 2110 2079
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=31
num_cat=0
split_feature=105 2 40 42 1205 2 9 13 130 4 393 2 3 2 0 1452 0 130 1 481 0 1456 1208 403 159 1208 1209 1212 1212 402
split_gain=0.0090824 0.019399 0.0193276 0.043405 0.0222017 0.0135038 0.0744993 0.0299074 0.0138896 0.0589214 0.0368681 0.0193836 0.107981 0.0792616 0.0546316 0.0390983 0.0412273 0.0348779 0.0509183 0.063269 0.0592768 0.0476388 0.0383629 0.102365 0.0395551 0.0335621 0.0389944 0.0359828 0.0781948 0.0542005
threshold=0.082105000000000011 0.31765000000000004 -0.24452499999999996 0.15665000000000004 0.09993500000000001 -0.15339499999999998 0.091600000000000015 -0.039649999999999998 -0.072444999999999982 -0.088784999999999989 0.10585500000000002 0.083935000000000023 0.084940000000000015 0.084145000000000011 -0.12333499999999999 0.11609000000000001 -0.26609999999999995 0.0029050000000000005 0.082535000000000011 -0.084744999999999987 -0.089964999999999976 -0.071109999999999993 0.10233500000000001 -0.45015499999999992 0.12082500000000002 0.11198500000000002 -0.089214999999999989 -1.0000000180025095e-35 -0.080434999999999993 -0.031734999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 8 -4 9 -7 -11 12 14 -13 -10 16 -15 18 19 -16 -21 -20 23 -23 -25 26 -18 28 29 -28
right_child=-2 -3 3 -5 -6 6 -8 -9 11 10 -12 13 -14 15 17 -17 25 -19 21 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0030924343038350346 0.0020726441222775195 -0.0031183765851892534 0.0012420074497956944 0.0039455438656399826 -0.0033306125365197658 0.0058650957287422253 0.0061239371553529062 -0.0034554468388457529 0.003424421717461787 -0.00098479379666969189 0.0037421840309564561 0.0052158948592841634 -0.0072262424935141331 -0.0041265181576212251 0.0013934836034119749 0.0043306774348907525 -0.0037755152710747942 0.0029238060028452815 0.0030428662245321906 -0.00027008478064090015 -0.0069661740225572619 -0.0077190926432376726 0.0036553062232477329 -0.00023903001102026038 -0.0047786926385015253 0.0038408763139792116 -0.0037959447262160811 -5.6869621180347361e-05 0.0067143951728940018 0.0018303360343465945
leaf_weight=20 21 20 23 28 20 21 20 33 38 77 21 30 23 24 24 21 27 29 40 20 39 20 21 476 20 23 23 1827 25 67
leaf_count=20 21 20 23 28 20 21 20 33 38 77 21 30 23 24 24 21 27 29 40 20 39 20 21 476 20 23 23 1827 25 67
internal_value=0 -1.40405e-05 6.11753e-06 2.63695e-05 -9.8234e-06 1.2227e-05 4.13705e-05 -0.00152614 -6.3851e-08 0.00105818 2.813e-05 -4.47679e-05 -0.000480243 0.000113242 -0.00026682 3.80922e-05 -6.62219e-06 -0.000470401 -0.000619541 -0.00293541 -0.00469631 -0.000286409 -0.0005344 -0.000704911 -0.000422081 4.30151e-05 -1.34792e-06 5.11251e-05 0.00176683 0.000392509
internal_weight=0 3100 3080 3060 3032 3012 2956 56 2936 119 98 2817 750 2067 727 2037 2016 689 660 83 59 577 537 516 496 1992 1969 1942 115 90
internal_count=3121 3100 3080 3060 3032 3012 2956 56 2936 119 98 2817 750 2067 727 2037 2016 689 660 83 59 577 537 516 496 1992 1969 1942 115 90
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=31
num_cat=0
split_feature=0 1 1374 151 151 0 2 4 1365 1371 1374 1374 43 1375 149 31 456 456 151 151 151 40 3 403 1427 1209 3 1213 3 16
split_gain=0.0104881 0.0827693 0.0193674 0.0161982 0.0516724 0.0463696 0.0401796 0.0496673 0.0125332 0.017779 0.020277 0.0198452 0.128342 0.036709 0.0131387 0.0237222 0.0211138 0.0464933 0.0349268 0.0176547 0.0293585 0.0215215 0.0196001 0.0793268 0.068496 0.0529052 0.0545064 0.0391345 0.058874 0.195943
threshold=-0.24955499999999997 0.10538500000000002 -0.41674499999999998 0.084350000000000008 0.055020000000000006 -0.08317999999999999 0.10444500000000002 -0.010384999999999998 0.087370000000000017 0.084775000000000017 -0.064634999999999984 0.086000000000000007 -0.081674999999999984 -0.085004999999999983 0.07770500000000001 -0.084119999999999986 0.091580000000000009 0.089295000000000013 -0.079059999999999978 -0.10380999999999999 -0.089594999999999994 -0.23755499999999996 -0.081734999999999988 -0.53762499999999991 0.083935000000000023 -0.090519999999999975 -0.082039999999999988 -0.077519999999999992 -0.080634999999999984 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 8 6 7 -5 9 10 -4 13 -13 -12 15 -15 17 19 -18 -17 -21 -22 24 -24 25 -23 -27 -25 29 -29
right_child=2 -3 3 5 -6 -7 -8 -9 -10 -11 11 12 -14 14 -16 16 18 -19 -20 20 21 22 23 27 -26 26 -28 28 -30 -31
leaf_value=0.0060671959453347055 -0.0030503247110616593 -0.0020082095793137948 0.0027177546987163458 0.00090695961844176063 -0.0051128070685081189 0.0043235417755292443 0.0026600866795827949 -0.0057788900681771341 0.002312644512858242 -0.0029300679674460779 -0.0038819632697850467 0.0078404735005460687 -0.0034883396991062911 0.002836238136836167 -0.0019866254088222323 -0.0016125346166149216 0.0048169151226908945 -0.0043666222193278368 -0.00089700988333788704 0.0028440179199808176 0.002948604535777122 0.005089580465573818 -0.006276708337563006 0.0014395851624385615 0.005037136383932727 -8.680673410853806e-05 0.0043809869792312385 -0.011312958007190555 -0.00019265819083045391 -0.0003844741441619893
leaf_weight=22 21 30 27 25 20 33 30 20 23 21 25 20 20 29 34 69 23 25 20 36 24 21 22 128 29 1102 28 21 1098 75
leaf_count=22 21 30 27 25 20 33 30 20 23 21 25 20 20 29 34 69 23 25 20 36 24 21 22 128 29 1102 28 21 1098 75
internal_value=0 0.00140831 -2.38619e-05 -3.01024e-06 -4.71942e-05 0.00119977 -0.000174683 -0.00206453 -1.24982e-05 -3.09581e-05 -9.78933e-06 -3.56383e-05 0.00217607 -6.71328e-05 -3.28761e-05 -8.72067e-06 -3.90418e-05 -7.43397e-05 0.00215928 -3.38922e-05 8.26194e-06 -3.18037e-05 -6.01435e-05 -0.000321255 0.000237258 0.000116323 2.38997e-05 -0.000222148 -0.00040029 -0.00277508
internal_weight=0 52 3069 3048 2940 108 75 45 2920 2897 2876 2849 40 2809 2784 2750 2721 2678 43 2653 2584 2548 2524 1344 1180 1151 1130 1322 1194 96
internal_count=3121 52 3069 3048 2940 108 75 45 2920 2897 2876 2849 40 2809 2784 2750 2721 2678 43 2653 2584 2548 2524 1344 1180 1151 1130 1322 1194 96
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=31
num_cat=0
split_feature=1451 133 160 160 160 159 51 16 152 50 12 40 133 13 13 12 130 0 158 403 133 0 51 155 51 11 1 47 47 43
split_gain=0.00958898 0.0394478 0.0215718 0.0175809 0.0193259 0.0249308 0.0132799 0.0520698 0.0313262 0.0181284 0.0133276 0.0158759 0.0132018 0.0317746 0.0388983 0.033605 0.0735346 0.0285127 0.0240474 0.0318006 0.0210793 0.0399286 0.0180313 0.0461518 0.0567468 0.0216646 0.0237088 0.0245124 0.0366841 0.041459
threshold=0.083235000000000017 0.087170000000000011 -0.57146499999999989 -0.55045999999999984 -0.54200499999999985 0.16394500000000004 -0.43587999999999999 0.51747500000000002 0.087525000000000006 -0.23848499999999997 0.23631000000000002 -0.13022999999999998 -0.14717499999999997 -0.011914999999999999 -0.0013449999999999996 0.092855000000000007 0.09833500000000002 -0.082284999999999983 0.084905000000000022 0.15011500000000003 -0.40071499999999999 -0.087184999999999985 -0.20636999999999997 0.083440000000000014 -0.41109999999999997 0.10458500000000001 0.14699000000000004 0.12431000000000002 0.11069000000000002 -0.064334999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 7 -6 9 -8 11 -11 13 15 -15 16 18 -17 19 20 -13 -22 23 24 -14 26 27 28 -24 -30
right_child=1 -3 3 4 5 -7 8 -9 -10 10 -12 12 22 14 -16 17 -18 -19 -20 -21 21 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0032956190872937443 -0.0040565228076257674 0.001628846598222204 -0.0023309260118367092 0.0026888028477077136 0.0042538853667792864 -0.0034320721801902564 0.0023536332897051721 -0.0016510433076681302 -0.0038530470825554361 0.0024282063590362669 -0.0025136236012691542 0.0010748792696127518 -0.0001706505272886716 -0.0039659677619307207 0.00050685487064075171 0.0054252501241036609 -0.0051090840529650454 0.00077826370201680977 -0.0014711311164622507 -0.0013712365921078758 0.0019160288479179147 0.0076843761408235877 -1.7045572576255699e-05 0.00099819723658988043 -0.0077037001834833058 0.0032424756372347475 -0.0026094579585737342 0.0020249240361807637 -0.00028328073676675558 -0.0062903356230526704
leaf_weight=20 26 23 32 27 32 21 33 28 21 27 21 37 20 29 59 31 20 23 24 22 30 20 2279 36 20 20 36 57 27 20
leaf_count=20 26 23 32 27 32 21 33 28 21 27 21 37 20 29 59 31 20 23 24 22 30 20 2279 36 20 20 36 57 27 20
internal_value=0 -0.00138788 2.21374e-05 6.86023e-07 2.53918e-05 1.36508e-06 2.56256e-05 0.00149825 -4.717e-06 2.3237e-05 -3.67103e-06 1.49081e-05 -8.28017e-06 0.0006246 -0.000967143 0.00130128 0.000544333 0.00344598 0.00139447 0.00202543 0.00288436 0.00422337 -8.25147e-05 -0.00159937 -0.00393718 -3.52491e-05 -6.23489e-05 -2.38697e-05 -7.40766e-05 -0.00283947
internal_weight=0 49 3072 3052 3020 2993 2972 60 2912 2891 2858 2837 2810 295 88 207 153 54 133 109 87 50 2515 76 40 2439 2419 2383 2326 47
internal_count=3121 49 3072 3052 3020 2993 2972 60 2912 2891 2858 2837 2810 295 88 207 153 54 133 109 87 50 2515 76 40 2439 2419 2383 2326 47
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=31
num_cat=0
split_feature=4 4 16 159 1212 16 52 4 15 42 1209 14 42 2 15 42 1186 1 13 1 16 48 4 1210 4 12 12 52 4 13
split_gain=0.00950512 0.0540794 0.0518449 0.0455036 0.0721526 0.0671437 0.0522298 0.11248 0.16378 0.0907151 0.121638 0.0616317 0.0555609 0.0490019 0.0463637 0.0417459 0.0371181 0.0422341 0.0535245 0.0416323 0.0630955 0.037109 0.0335755 0.0505528 0.0461394 0.0323718 0.0932498 0.042252 0.034883 0.0294299
threshold=-0.079329999999999984 -0.079764999999999989 -0.15241499999999997 -0.085489999999999997 0.11473500000000002 -0.0087049999999999992 0.10611000000000001 -0.082769999999999982 0.040760000000000005 0.087075000000000014 -0.083969999999999989 0.062655000000000016 0.090090000000000017 0.084145000000000011 0.090455000000000021 0.085225000000000009 -0.087099999999999997 0.084525000000000003 -0.0090849999999999976 0.08864000000000001 -0.076669999999999988 0.097690000000000013 -0.073934999999999987 -0.00046999999999999993 -0.07533999999999999 0.087625000000000022 0.089150000000000021 0.093665000000000012 -0.077679999999999985 -0.0057949999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 9 8 -8 11 -11 13 -12 16 -14 21 -5 18 -18 -19 -21 29 23 -2 25 -25 -27 28 -28 -15
right_child=22 -3 3 4 -6 -7 7 -9 -10 10 12 -13 14 15 -16 -17 17 19 -20 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0043798124126624314 0.005025328561896459 -0.004951052043543314 0.006848751073298247 -0.0022734105829149485 -0.0061056708318392343 -0.0010736725246533751 -0.0047171607164273157 -0.0085512141712983571 0.0063458498162419904 0.0089980162248442259 0.0043870402739156749 -0.004971685146705972 0.0015654695852426815 -0.0019986749118884452 -0.003407186477755507 -0.0049269282640042635 0.0018553208607836099 -0.0024419401401246433 0.0079482359817207218 0.0063949434175377797 -0.00061685410892647332 0.0036393097424436182 -3.3121572525765958e-06 -0.0035589003617959945 0.0049891075330032487 0.0068067813088055129 -0.00503867768519558 0.0027886031661182643 -0.00020328276488627936 -6.8971924380797832e-05
leaf_weight=28 32 24 23 25 20 20 32 22 23 24 37 27 50 116 30 22 46 32 21 21 33 21 1995 22 21 20 25 24 37 248
leaf_count=28 32 24 23 25 20 20 32 22 23 24 37 27 50 116 30 22 46 32 21 21 33 21 1995 22 21 20 25 24 37 248
internal_value=0 -0.000264817 -0.0001427 -9.84534e-06 -0.0001704 0.0031639 -2.73811e-05 -0.00250807 -9.08109e-05 0.000226288 0.00251298 -0.000300549 0.00118272 -8.49577e-05 -0.000299276 -0.000690217 0.00129898 0.0018827 0.00376504 0.000416227 0.00210996 -0.000448119 0.000115005 0.00141911 0.000644625 -6.81415e-05 0.000656356 -0.000773976 -0.00215304 -0.000683932
internal_weight=0 945 921 893 850 43 830 77 55 753 141 612 117 585 80 407 178 153 67 86 54 385 2176 181 149 128 106 86 62 364
internal_count=3121 945 921 893 850 43 830 77 55 753 141 612 117 585 80 407 178 153 67 86 54 385 2176 181 149 128 106 86 62 364
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=31
num_cat=0
split_feature=133 400 398 1201 1203 1209 1209 13 1210 13 1209 2 0 401 401 401 1177 1211 1213 43 1212 1209 1212 1211 401 16 401 390 132 131
split_gain=0.00926666 0.0162624 0.0155433 0.00935774 0.0135197 0.0123635 0.0319223 0.0304352 0.0262393 0.0496822 0.0330002 0.0258317 0.0363384 0.0122416 0.0226405 0.0310747 0.0199301 0.0139907 0.0205784 0.0273197 0.0211496 0.0319451 0.0254081 0.0276382 0.0175237 0.0765145 0.0983164 0.0207196 0.0196189 0.0461228
threshold=-0.54084999999999994 -0.39724499999999996 0.099290000000000003 -0.081779999999999978 0.10250500000000001 0.087170000000000011 0.088775000000000007 -0.06884499999999999 -0.08126499999999999 -0.052719999999999996 -0.084629999999999997 0.09358000000000001 -0.069444999999999993 0.11916500000000001 0.11061500000000002 0.10632500000000002 -0.078779999999999989 0.12711000000000003 0.12389500000000002 -0.010344999999999998 0.11534000000000001 -0.067109999999999989 0.10167000000000001 0.09030500000000001 0.087110000000000007 -0.072804999999999981 0.094270000000000007 0.086130000000000012 0.10240500000000001 0.099260000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 8 -7 -8 9 -5 -10 12 -9 14 15 16 -12 18 20 -20 21 -18 23 24 27 26 -26 28 -23 -30
right_child=1 2 -4 4 -6 6 7 11 10 -11 13 -13 -14 -15 -16 -17 17 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.001573153626098222 -0.0027921910419882764 0.0020319543778896331 -0.0022648882594270012 0.00058927376364433285 -0.0020703749595991066 0.0044555908492342989 -0.002781389478594065 0.0019158195690525807 0.0032780736955183168 -0.0047476550112619548 0.0023935998763356895 0.0036691280842725453 -0.0034560517035424712 -0.0017853666636112491 0.0029587399939863153 -0.0039334607915952804 0.0039842445787508047 -0.002464047709034513 0.004888128018355929 -2.7909124037250878e-05 -0.0029791038231148075 1.6283519664295705e-05 0.0032100029755383732 -0.0030762778974409836 0.0081828719941113379 -0.0029273696122691039 -0.00109850157206806 -0.0031958259631037003 -0.0046904880532141159 0.00011173992053954864
leaf_weight=37 21 23 30 37 31 22 25 34 31 33 35 28 20 38 26 20 20 23 20 26 24 2281 24 30 25 25 21 21 30 60
leaf_count=37 21 23 30 37 31 22 25 34 31 33 35 28 20 38 26 20 20 23 20 26 24 2281 24 30 25 25 21 21 30 60
internal_value=0 -1.88738e-05 1.40172e-07 2.2544e-05 7.18972e-06 2.88092e-05 0.000986362 0.000273062 -1.45326e-05 -0.00192671 3.36156e-05 0.0012043 -7.37624e-05 -2.97156e-06 2.20122e-05 -6.42537e-06 2.30458e-05 -8.50148e-06 1.31623e-05 0.0021095 -2.44915e-05 3.45911e-06 -2.81721e-05 -5.93458e-05 -2.25988e-05 0.00152562 0.00394572 -6.85535e-05 -4.08551e-05 -0.001489
internal_weight=0 3084 3063 3033 3010 2979 129 107 2850 70 2780 82 54 2749 2711 2685 2665 2630 2607 46 2561 2537 2517 2493 2463 71 46 2392 2371 90
internal_count=3121 3084 3063 3033 3010 2979 129 107 2850 70 2780 82 54 2749 2711 2685 2665 2630 2607 46 2561 2537 2517 2493 2463 71 46 2392 2371 90
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=31
num_cat=0
split_feature=128 128 42 131 1203 471 130 0 131 4 1200 1211 1211 1211 401 403 1213 1213 16 52 1213 0 4 52 43 15 51 3 12 0
split_gain=0.00919816 0.0167382 0.0156571 0.0138276 0.0288074 0.0129042 0.0156128 0.0289392 0.0274021 0.0229676 0.0152327 0.0225193 0.0583223 0.0390219 0.020461 0.0328477 0.0176484 0.0930779 0.0556427 0.0433216 0.052667 0.0632598 0.0310945 0.0250454 0.0548062 0.0605971 0.218296 0.102305 0.0867944 0.0757587
threshold=0.11876500000000001 0.11170500000000001 -0.064119999999999996 0.13857500000000003 -1.0000000180025095e-35 0.10693500000000002 0.11417500000000001 -0.075359999999999996 -0.13752999999999996 0.0012600000000000003 0.090100000000000013 0.11789500000000001 0.13003000000000001 0.11088500000000003 -0.06959499999999999 1.0000000180025095e-35 0.060985000000000004 0.084620000000000015 -0.010264999999999998 0.085175000000000015 0.087530000000000011 -0.082974999999999979 -0.075889999999999999 0.016565000000000003 -0.022084999999999997 -1.0000000180025095e-35 0.080335000000000018 -0.07359499999999998 0.09141500000000001 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 8 9 -6 -8 11 13 -13 14 15 -10 23 -18 19 22 -21 -22 -19 -16 -25 -26 27 28 29 -27
right_child=2 -3 -4 -5 5 -7 7 -9 10 -11 -12 12 -14 -15 16 -17 17 18 -20 20 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0034691815710781761 0.003485129941254854 -0.0026501324406126518 -0.00047178082400932913 -0.0026196996448561551 0.0036957394517958169 0.0025225194916129114 -0.0055839138478040694 0.0013965609971256484 0.0047502875672248398 -0.00079146598232910043 -0.0025817656039219838 0.0062352161598391836 -0.001076561023000977 -0.0042280016481527133 0.0001223835909162792 -0.0007199363250817571 0.0065835179872810847 0.0057865307647734883 -0.0035024672693439898 -0.0049026799481362111 0.0045732612825102282 -0.0020987828964522731 0.00079898288846015934 0.00016125439407338002 0.00041033411474247289 0.00045827609708725986 -0.01232083659619093 -0.0067274496861500672 0.005440415275682297 -0.0035362462453418252
leaf_weight=24 20 24 20 20 20 20 20 21 23 20 23 20 24 22 1706 21 25 25 35 20 27 30 25 498 123 106 20 32 21 86
leaf_count=24 20 24 20 20 20 20 20 21 23 20 23 20 24 22 1706 21 25 25 35 20 27 30 25 498 123 106 20 32 21 86
internal_value=0 -1.95609e-05 0.00150667 1.09132e-06 1.83504e-05 -9.13714e-06 -2.60543e-05 -0.00160951 6.88924e-06 -0.00318769 -1.84463e-05 1.96091e-06 0.00224697 -3.27599e-05 -6.58041e-08 0.0021395 -3.39416e-05 0.00090428 2.78547e-05 0.00100078 -0.00048752 0.00106166 0.00329276 -0.00010163 -0.000532969 -0.00142401 -0.00227542 -0.00145539 -0.000663339 -0.00133094
internal_weight=0 3081 40 3057 3037 3013 2993 61 2932 40 2912 2889 44 2845 2823 44 2779 187 162 127 77 57 50 2592 886 388 265 245 213 192
internal_count=3121 3081 40 3057 3037 3013 2993 61 2932 40 2912 2889 44 2845 2823 44 2779 187 162 127 77 57 50 2592 886 388 265 245 213 192
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=31
num_cat=0
split_feature=1447 3 1447 133 484 43 42 42 1446 479 481 0 4 160 160 52 403 49 4 483 50 49 49 15 15 52 51 1 2 1429
split_gain=0.0098676 0.0324317 0.0175322 0.084362 0.0953576 0.0510591 0.0450629 0.0853062 0.0395218 0.0190093 0.0146748 0.0281224 0.0154245 0.0139486 0.0539174 0.0957237 0.0298878 0.0264151 0.0342633 0.0464176 0.0370093 0.0489872 0.0221293 0.0205451 0.032895 0.0201653 0.0213902 0.0529677 0.0471895 0.0232887
threshold=-0.085804999999999979 -0.086224999999999982 -0.050039999999999994 0.11269500000000002 -0.08040499999999999 -0.083879999999999996 0.090545000000000014 0.087995000000000004 0.088980000000000017 0.10061500000000002 0.056315000000000004 -0.087084999999999982 -0.0047449999999999992 -0.089974999999999986 -0.086829999999999977 -0.016329999999999997 -0.083654999999999993 0.10211000000000002 0.066685000000000008 0.095085000000000017 0.097510000000000013 0.0093850000000000027 0.11902500000000002 0.093115000000000017 -1.0000000180025095e-35 0.5140450000000002 0.10614000000000001 0.11061500000000002 0.090175000000000019 -0.14818499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 7 8 -7 13 11 12 -3 16 15 -15 -4 18 20 -20 21 23 -19 24 -18 26 29 28 -28 -16
right_child=2 10 9 -5 5 6 -8 -9 -10 -11 -12 -13 -14 14 25 -17 17 22 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0036164872784866021 0.0070465410762498605 -0.0025797398644499484 -0.003036183311009414 -0.0049956146534532314 0.0048755363402464853 -0.0025482752709649506 0.0034899634353461719 -0.0070728010830602471 0.0035299054068594197 -0.0022722026314334694 -0.0023255514225456863 0.0039269693754613406 0.00090811802054986408 -0.0082532383258777289 -0.0031456841980495179 0.00063293081777239296 0.0014112556374564758 -0.0035498310184187212 -0.0039213719777762895 0.0014183908847704384 0.00012158395343372046 0.0071117555337917547 0.00088640428148210057 -4.9606567269868475e-05 0.0059782389085739854 -0.0027761409820344016 -0.00032289577980658841 -0.00059949835666212384 0.005583834292146525 -1.3994517857108632e-05
leaf_weight=32 29 21 21 20 22 20 21 21 23 37 20 20 32 22 24 27 46 23 27 41 74 23 22 33 24 26 21 69 38 2242
leaf_count=32 29 21 21 20 22 20 21 21 23 37 20 20 32 22 24 27 46 23 27 41 74 23 22 33 24 26 21 69 38 2242
internal_value=0 -0.000870512 3.63198e-05 0.00106847 0.00196025 0.000581725 -0.000529615 -0.00184854 0.000702845 -2.0376e-05 7.43398e-05 0.000731844 -0.000473863 9.3484e-06 -7.26992e-05 -0.00335678 0.000615862 0.000860888 0.00123732 -0.000701809 0.00189663 0.00293912 -0.001381 0.00200736 0.00297708 -6.20343e-06 2.38794e-05 0.00128156 0.00348144 -4.71633e-05
internal_weight=0 125 2996 156 136 107 85 64 43 2840 93 73 53 2803 2469 49 334 313 268 68 200 126 45 103 70 2420 2394 128 59 2266
internal_count=3121 125 2996 156 136 107 85 64 43 2840 93 73 53 2803 2469 49 334 313 268 68 200 126 45 103 70 2420 2394 128 59 2266
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=31
num_cat=0
split_feature=132 132 131 132 398 398 1204 399 1177 1209 4 12 2 12 1203 399 1186 399 393 2 1186 1211 12 13 1208 394 1212 0 160 52
split_gain=0.00961255 0.0225075 0.0159783 0.0162992 0.0158637 0.047909 0.0194037 0.0418545 0.016344 0.0151007 0.0348783 0.0402943 0.0401317 0.0252548 0.0223084 0.0479615 0.0148279 0.0177993 0.0168167 0.0477108 0.0208089 0.0182192 0.09342 0.0395011 0.0307218 0.0254952 0.0211546 0.0603398 0.036454 0.0274228
threshold=-0.43443999999999999 -0.26631499999999991 0.13707500000000003 0.13831000000000002 0.099290000000000003 0.10669000000000002 -0.086904999999999996 0.091580000000000009 -0.074249999999999997 0.087170000000000011 -0.082249999999999976 0.087535000000000016 0.09358000000000001 0.092355000000000007 0.089005000000000015 0.088190000000000018 0.094310000000000019 0.087485000000000021 0.085075000000000012 0.088225000000000012 0.057025000000000006 0.087635000000000005 0.087925000000000017 -0.068269999999999983 1.0000000180025095e-35 -0.09095499999999998 0.087685000000000013 -0.084269999999999984 -0.57146499999999989 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 8 -8 14 11 -11 13 -12 15 16 17 18 20 -20 21 24 -23 -24 25 -10 28 -28 -27 -29
right_child=1 2 -4 -5 5 -7 7 -9 9 10 12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 26 27 29 -30 -31
leaf_value=-0.0015601146822938553 0.0027454475453123454 -0.0022551783430940675 0.0023290597416203598 -0.0025722474846988919 -0.0055306089529767637 0.00097946106689050794 0.0020446169464729538 0.0038294206186727589 0.0034982721880078317 0.0066668966785073287 -0.0040661947270855311 0.0003191138431429863 0.0028210033196955919 0.00030661790265834761 -0.0024399236113262866 0.0042431773886514399 -0.002719457500747272 -0.0029513894158992031 0.0045653639086257781 -0.00095592204289620417 -0.0026863860967569052 0.0067105371019958214 0.0015658221386659604 -0.0032607202596652016 -0.0039927846076898274 0.0038474357182470467 -0.0049027096096645392 0.0034197155046058469 -7.0343241605784994e-05 -0.0013005607383092866
leaf_weight=39 30 37 29 25 20 26 39 29 20 20 25 20 30 28 39 26 21 21 29 34 30 24 39 30 20 24 34 20 2281 32
leaf_count=39 30 37 29 25 20 26 39 29 20 20 25 20 30 28 39 26 21 21 29 34 30 24 39 30 20 24 34 20 2281 32
internal_value=0 1.97419e-05 -7.05077e-06 -2.94614e-05 -8.25734e-06 -0.001851 2.04576e-05 4.93421e-05 1.1358e-05 -1.64949e-05 0.00106732 0.00349301 -0.00010168 -0.00175603 -6.54338e-05 -3.0944e-05 -7.27369e-05 -5.16674e-05 -2.83987e-05 0.00158562 -6.82121e-05 -3.70928e-05 0.00133654 -0.000532675 -8.96423e-05 -5.72645e-05 -8.70055e-05 -0.00162693 -2.95507e-05 0.00051493
internal_weight=0 3082 3052 3023 2998 46 2952 2915 2886 2847 123 40 83 53 2724 2685 2659 2638 2617 63 2554 2524 93 69 2431 2411 2391 86 2305 52
internal_count=3121 3082 3052 3023 2998 46 2952 2915 2886 2847 123 40 83 53 2724 2685 2659 2638 2617 63 2554 2524 93 69 2431 2411 2391 86 2305 52
is_linear=0
shrinkage=0.1


Tree=810
num_leaves=31
num_cat=0
split_feature=133 399 1204 399 400 15 16 399 133 131 4 131 43 131 0 158 159 15 52 50 50 133 16 133 402 1208 16 1213 16 1212
split_gain=0.0105494 0.0124242 0.0343098 0.0143236 0.0120723 0.0497886 0.0264766 0.019671 0.0158436 0.0125584 0.0504533 0.0274912 0.0257038 0.0203435 0.032235 0.0190362 0.018617 0.0511645 0.0198546 0.0216962 0.0203695 0.0315019 0.075003 0.038285 0.0272053 0.051408 0.0228651 0.0177821 0.0402859 0.0306129
threshold=-0.54084999999999994 0.09141500000000001 -0.036244999999999993 0.088595000000000021 -0.082199999999999981 0.084905000000000022 -0.08595499999999999 -0.065739999999999979 -0.025314999999999994 0.11863000000000001 -0.065794999999999979 0.11088500000000003 -0.092909999999999979 0.10340500000000001 -0.082844999999999988 -0.47460999999999992 -0.45788499999999993 -0.0058549999999999991 0.42957000000000006 0.13705000000000003 0.13120500000000004 0.41553500000000004 -0.073404999999999984 0.40945500000000007 -0.11626999999999998 0.097165000000000015 -0.066924999999999985 0.17417500000000002 -0.087989999999999985 0.11534000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 -6 -8 11 -11 13 -13 15 -15 -9 17 -17 19 20 21 23 -23 24 -18 27 -24 29 -29 -26
right_child=1 2 -4 -5 7 -7 8 9 -10 10 -12 12 -14 14 -16 16 18 -19 -20 -21 -22 22 26 -25 25 -27 -28 28 -30 -31
leaf_value=0.0016785111913860248 -0.0017190577616981633 -0.0042018578343021758 0.000487858342165008 0.0021834967428973565 0.0023165661048748206 -0.0045896821478702901 5.6891780113801365e-05 0.0030908854195149616 0.0040372963342815635 -0.0054750555427744985 0.00096714008738467059 -0.0002464926987886429 0.0045219432777510241 0.00064605381805449725 -0.0049635365827097782 0.0001547285462539567 0.0035132315411994402 -0.0057449130164015857 0.0018668951637288236 -0.0028781480030514875 0.0027573662273223617 -0.0067774546423764988 0.0019536550951607785 0.0034423145663106079 2.2949335926816515e-05 -0.0049453626564216055 -0.002130313306294668 -0.0012988480413332582 0.0047780518582536992 -0.0036436259535232401
leaf_weight=37 35 26 39 30 37 29 20 20 20 20 31 20 26 20 21 49 22 21 58 26 27 23 29 33 2288 21 26 20 24 23
leaf_count=37 35 26 39 30 37 29 20 20 20 20 31 20 26 20 21 49 22 21 58 26 27 23 29 33 2288 21 26 20 24 23
internal_value=0 -2.01378e-05 -0.00138803 9.31333e-06 -1.25085e-05 -0.001071 0.000289557 2.56486e-05 0.00204709 -4.11407e-06 -0.00155921 2.42413e-05 0.00244871 -1.62987e-05 -0.00222715 1.71496e-05 -5.70345e-06 -0.00161516 3.72974e-05 -4.12207e-06 2.53435e-05 -4.05651e-06 -0.00198223 5.94142e-05 1.28605e-05 -1.95504e-05 2.30519e-05 2.43741e-05 0.00201582 -1.35419e-05
internal_weight=0 3084 65 3019 2989 104 75 2885 40 2848 51 2797 46 2751 41 2710 2690 70 2620 2562 2536 2509 78 2431 2398 2376 55 2355 44 2311
internal_count=3121 3084 65 3019 2989 104 75 2885 40 2848 51 2797 46 2751 41 2710 2690 70 2620 2562 2536 2509 78 2431 2398 2376 55 2355 44 2311
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=31
num_cat=0
split_feature=1426 1425 475 475 156 51 374 374 16 3 3 160 51 52 51 16 2 15 16 0 3 43 16 474 16 2 42 130 121 16
split_gain=0.00939489 0.012442 0.0150503 0.0207626 0.0230398 0.0278023 0.0206668 0.023447 0.0219111 0.0397823 0.0332951 0.0351571 0.0291894 0.0319524 0.0381032 0.0584983 0.0372327 0.0615599 0.0537138 0.0415336 0.0385139 0.0540144 0.0319599 0.0314826 0.0501175 0.026843 0.0232976 0.022249 0.0380585 0.0216433
threshold=-0.10090499999999998 0.10034500000000002 -0.49729499999999999 -0.24615999999999996 0.11182500000000002 -0.093639999999999987 0.092550000000000007 0.086450000000000013 0.058835000000000005 -0.24163499999999996 -0.15713499999999997 -0.14309999999999998 0.0053700000000000006 0.10473500000000001 -0.43587999999999999 0.51747500000000002 0.094835000000000017 -0.043924999999999992 0.26799500000000004 -0.073309999999999986 0.0068900000000000012 -0.083134999999999987 0.26676500000000009 0.088510000000000019 0.13751500000000003 0.10882500000000002 0.087075000000000014 -0.22461999999999996 -0.078059999999999977 0.051380000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 8 27 -10 -11 -12 13 14 15 -13 20 19 -19 -18 21 23 -23 24 -16 -14 -21 -5 -29 -30
right_child=1 -3 3 4 5 -7 -8 -9 9 10 11 12 25 -15 16 -17 17 18 -20 26 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0021079980590868563 0.0027373080461984504 -0.0023314853413941585 -0.0029445502897336457 -0.0028162099062823335 0.004084118322934956 0.00027450847237388482 0.0030880059692121689 -0.0030499611494283624 -0.0048910793526807713 0.0030359334043728618 -0.0039522007036430296 0.0045652315727081789 0.0042819404397353841 0.002383087869102676 -0.0042739634455826415 -0.0015484573394881891 0.0023697863938286902 -0.0090350356175685712 -0.0024008087616843674 -0.0043940975163908056 0.0027118950419413347 -0.0012726068253750388 -0.0064891439741283355 0.0034402887134448341 0.0013656605290088919 -0.0005539585898738799 -5.1291349033514656e-05 0.0042649712921543556 5.0550926236104154e-05 0.002669150334844517
leaf_weight=21 20 23 24 26 30 53 21 26 21 26 30 29 24 31 26 34 25 23 26 30 31 23 24 23 40 22 21 22 2314 32
leaf_count=21 20 23 24 26 30 53 21 26 21 26 30 29 24 31 26 34 25 23 26 30 31 23 24 23 40 22 21 22 2314 32
internal_value=0 -1.428e-05 3.0407e-06 -1.48479e-05 8.33474e-06 0.00165148 -3.7896e-05 -6.03077e-05 -3.35316e-05 -0.000629348 -0.000445953 -0.000641904 -0.000412022 -0.000695785 -0.000964644 0.00126578 -0.00144587 -0.00275106 -0.00551483 -0.00096915 -0.000468926 -0.00119397 -0.00393637 0.00025427 -0.00085601 0.00196912 -0.00260588 9.31477e-05 0.000125092 8.62692e-05
internal_weight=0 3100 3077 3057 3033 83 2950 2929 2903 509 488 462 432 386 355 63 292 125 49 76 167 136 47 89 66 46 51 2394 2368 2346
internal_count=3121 3100 3077 3057 3033 83 2950 2929 2903 509 488 462 432 386 355 63 292 125 49 76 167 136 47 89 66 46 51 2394 2368 2346
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=31
num_cat=0
split_feature=48 147 147 1348 0 147 447 1371 133 150 1374 1 150 150 150 150 0 3 453 49 15 0 52 15 160 1 13 0 9 1
split_gain=0.00962466 0.0259489 0.0127347 0.0144985 0.0292573 0.016171 0.0503898 0.0129448 0.129104 0.0153449 0.031227 0.0226222 0.0209408 0.0231581 0.021768 0.0355651 0.0183565 0.0501084 0.0175703 0.0156838 0.0167772 0.0386366 0.0726296 0.0411046 0.07294 0.0455931 0.0427775 0.0291585 0.05397 0.0387185
threshold=-0.14001 0.11204500000000002 0.096265000000000003 -1.0000000180025095e-35 -0.26343999999999995 0.089365000000000014 0.085205000000000017 0.083235000000000017 0.08622500000000001 0.11989500000000002 -0.23605499999999999 0.098220000000000016 0.10699000000000002 0.10348 0.099590000000000026 0.09487000000000001 -0.22491999999999998 0.092670000000000016 0.086430000000000021 0.16460500000000003 -0.12255999999999999 -0.10224499999999999 0.084735000000000019 0.079055000000000014 0.08443500000000001 0.076935000000000017 -0.026374999999999999 -0.09515499999999999 -0.073554999999999995 0.14804000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 9 -9 10 -6 -11 13 14 15 16 17 -12 19 20 27 22 23 24 26 -25 -22 -18 -29 -30
right_child=1 -3 -4 4 5 -7 -8 8 -10 11 12 -13 -14 -15 -16 -17 18 -19 -20 -21 21 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=0.0017253605985388277 -0.0025742185429077258 -0.0035211053898646719 0.001850095417702923 0.0035552283182092338 0.003906873897649348 -0.0020747942936539306 0.0048823577085775997 0.0068878496604789369 -0.0038273527879606594 -0.0038167292825304548 -0.0045969715786244097 0.00065674417535774418 -0.0026864294614642858 0.0032780292998289781 -0.0031883710085160357 0.0040693031490913458 0.0016214101165650957 0.0016069855697898438 0.0021096725850886862 -0.0024101811652404389 -0.00090304393088445076 7.1428919679074103e-06 -0.0052922890581286117 0.0043145797712107496 0.0024264215549919758 -0.00081552714336572622 -0.0052644237282473355 -0.0048601120773872197 -0.00023807783933390476 0.003669227479094843
leaf_weight=32 22 21 37 23 20 38 21 23 22 26 30 20 30 21 22 21 158 23 38 28 44 1997 39 30 32 41 46 22 164 30
leaf_count=32 22 21 37 23 20 38 21 23 22 26 30 20 30 21 22 21 158 23 38 28 44 1997 39 30 32 41 46 22 164 30
internal_value=0 -1.78736e-05 6.10552e-06 -1.64044e-05 2.29678e-06 -2.50701e-05 1.35107e-06 -3.36681e-05 0.00164931 -5.99463e-05 -3.0559e-05 -0.00187174 -5.85237e-05 -3.02261e-05 -5.53521e-05 -3.0224e-05 -6.18515e-05 -0.00190469 -2.52571e-05 -5.60923e-05 -3.07698e-05 -0.000134763 -0.00135625 -0.000560887 -0.0016742 0.00135212 -0.00313219 0.000589017 -0.000166159 0.000366145
internal_weight=0 3089 3068 3031 3009 2986 2948 2927 45 2882 2836 46 2816 2786 2765 2743 2722 53 2669 2631 2603 2229 232 193 122 71 90 374 216 194
internal_count=3121 3089 3068 3031 3009 2986 2948 2927 45 2882 2836 46 2816 2786 2765 2743 2722 53 2669 2631 2603 2229 232 193 122 71 90 374 216 194
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=31
num_cat=0
split_feature=3 11 0 4 12 104 34 1 1 46 470 41 9 1 3 3 2 4 2 131 159 12 43 12 158 3 1 13 456 2
split_gain=0.00906326 0.0143866 0.0105927 0.0424951 0.0363856 0.0145878 0.0126069 0.0117529 0.034294 0.0174549 0.0249389 0.018654 0.0164285 0.0220625 0.0157321 0.0833531 0.0562754 0.161497 0.104332 0.0418467 0.0368549 0.036595 0.125536 0.132548 0.0496457 0.0383441 0.0393267 0.039666 0.0359965 0.0381975
threshold=0.63141500000000017 -0.072629999999999986 0.14486500000000005 -0.37944499999999992 0.09141500000000001 1.0000000180025095e-35 -0.09225499999999999 0.15618500000000002 0.14554000000000003 0.096120000000000011 0.079700000000000007 0.10903500000000001 0.089995000000000006 0.11507500000000002 -0.017889999999999996 -0.014944999999999998 0.079055000000000014 -0.0047449999999999992 0.085155000000000022 0.088495000000000004 -0.10296999999999999 0.082850000000000021 -0.087324999999999986 0.080890000000000017 0.088535000000000016 -0.053259999999999995 0.12500000000000003 -0.097224999999999992 0.07672000000000001 0.088745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3 8 9 10 11 12 14 -14 21 -16 17 -17 -18 20 -20 22 -8 24 -24 26 27 -23 29 -22
right_child=-2 2 3 -5 -6 -7 7 -9 -10 -11 -12 -13 13 -15 15 16 18 -19 19 -21 28 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026880488346796485 -0.0019777528617693032 0.0024316698102103103 -0.0036346716171299872 0.0041487782057535293 0.0022586926794610921 -0.0023030677943357398 0.0017086422717353953 -0.0019964079229005927 0.0033566618508969743 0.002357781168539077 -0.0035857933526858691 -0.0024430119214230218 0.00025847763754427433 -0.0042730031135891173 0.0063982673562271017 -0.0099675185396336033 0.0067789207427547534 0.0010380700603127479 0.0039560853810557588 0.0042071167733520277 -0.0040717246444446258 0.0019485785945446467 -0.0029661125073494814 -0.0095374920521862812 0.0027636556210927665 -0.0032601123412937996 0.003869198802513657 -7.5403245392927315e-05 0.0026070707561209414 -0.00026532260965001934
leaf_weight=20 23 21 22 29 20 28 75 30 30 30 20 32 22 21 23 20 26 40 22 25 29 102 62 28 20 35 27 1910 39 290
leaf_count=20 23 21 22 29 20 28 75 30 30 30 20 32 22 21 23 20 26 40 22 25 29 102 62 28 20 35 27 1910 39 290
internal_value=0 1.46831e-05 -2.68767e-06 0.00120459 -0.000828308 -3.11933e-05 -9.83968e-06 -2.71729e-05 -6.99632e-06 -4.18168e-05 -6.69172e-05 -4.2206e-05 -1.49241e-05 -0.00195457 1.51534e-05 0.000514491 0.000238876 -0.00263046 0.00063832 0.000244109 -1.66156e-05 -9.84631e-05 -0.00144609 -0.00359705 -0.00156861 2.17451e-05 7.80791e-05 2.72042e-05 -0.000260748 -0.000611359
internal_weight=0 3098 3078 71 42 3007 2979 2958 2928 2898 2868 2848 2816 43 2773 514 491 60 431 405 380 2259 185 110 82 2074 2039 2012 358 319
internal_count=3121 3098 3078 71 42 3007 2979 2958 2928 2898 2868 2848 2816 43 2773 514 491 60 431 405 380 2259 185 110 82 2074 2039 2012 358 319
is_linear=0
shrinkage=0.1


Tree=814
num_leaves=31
num_cat=0
split_feature=104 11 97 31 295 1132 375 15 49 12 2 2 44 14 2 146 52 472 1453 12 0 15 16 1 39 39 40 0 2 0
split_gain=0.0108865 0.0358297 0.0133298 0.00991553 0.0209316 0.01409 0.0128183 0.0116736 0.0173227 0.0154253 0.0252931 0.014986 0.0140774 0.0144389 0.0623492 0.0337579 0.0290726 0.0183269 0.0155339 0.0161064 0.0342464 0.0505914 0.0475817 0.0307905 0.0257178 0.0475584 0.0279423 0.0229609 0.0810951 0.0794792
threshold=0.083745000000000014 -0.014494999999999999 -0.086244999999999988 -0.018414999999999997 0.084425000000000014 0.08764000000000001 0.087420000000000012 0.23208000000000004 -0.23360999999999996 0.22926500000000002 0.17760500000000004 0.15950500000000004 0.10049500000000001 0.078320000000000015 0.082850000000000021 0.085195000000000007 -0.0092699999999999987 1.0000000180025095e-35 -0.095239999999999991 -0.086254999999999984 -0.066689999999999985 -0.10469999999999999 -0.010699999999999999 0.10708500000000001 0.11536 0.0046100000000000004 -0.073884999999999992 -0.14226499999999997 0.086100000000000024 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -5 10 11 12 13 15 -15 17 -16 18 -10 20 21 23 -23 -20 25 27 -27 28 -21 -29
right_child=-2 2 3 5 -6 -7 -8 -9 9 -11 -12 -13 -14 14 16 -17 -18 -19 19 24 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.0042372769047506155 0.0018957697941611213 0.002308756217127666 -0.0038990187109448019 -0.0026822825665779723 0.00040404957790787408 -0.0026328342314809565 0.0023819228887315032 0.0021215946825507742 -0.0023780587405242302 0.0027158067960824286 -0.0028452957169182841 0.0025148898001740843 -0.0024584322557885847 -0.0058240504236891869 -0.0018664022700654135 0.0041570727180805988 0.0027325838729406575 0.0027285701818764211 -0.0051393293087249221 0.0063012214019321474 -0.004061390735722821 0.0054085097042843701 -0.00041427810728136041 -0.00050360761876953278 -0.0033921789599671254 0.00090360287013613891 0.0053039024095158788 -0.0035075660045549742 0.00028230312206309333 6.7796030588576512e-05
leaf_weight=20 30 25 20 24 26 20 23 26 27 21 31 24 23 22 27 20 28 25 23 26 29 23 36 38 21 31 27 64 161 2180
leaf_count=20 30 25 20 24 26 20 23 26 27 21 31 24 23 22 27 20 28 25 23 26 29 23 36 38 21 31 27 64 161 2180
internal_value=0 -1.83996e-05 9.07601e-06 -9.79858e-06 -0.00146685 1.25429e-05 3.02971e-05 1.20058e-05 -6.70774e-06 1.53816e-05 -4.26804e-06 2.65802e-05 5.48543e-06 2.56671e-05 -0.0013248 6.37433e-05 0.0004749 3.35453e-05 8.46132e-06 3.26945e-05 -0.000977452 -0.000232166 0.00185562 -0.0022515 9.26594e-05 0.000122061 0.00295202 5.45429e-05 0.00111916 -3.41751e-05
internal_weight=0 3091 3071 3046 46 3000 2980 2957 2931 2907 2886 2855 2831 2808 77 2731 55 2711 2686 2659 149 120 59 61 2510 2489 58 2431 187 2244
internal_count=3121 3091 3071 3046 46 3000 2980 2957 2931 2907 2886 2855 2831 2808 77 2731 55 2711 2686 2659 149 120 59 61 2510 2489 58 2431 187 2244
is_linear=0
shrinkage=0.1


Tree=815
num_leaves=31
num_cat=0
split_feature=133 399 12 1177 46 0 49 1374 150 1 52 49 150 8 13 1375 104 3 3 3 2 52 3 1 484 484 0 0 1 133
split_gain=0.00927817 0.0103035 0.033679 0.0103774 0.00965826 0.0150904 0.0843756 0.0171592 0.0156498 0.0292054 0.0414939 0.0502367 0.020347 0.0178507 0.0189922 0.0169222 0.0167104 0.020793 0.0152777 0.0425498 0.160667 0.0310424 0.0270748 0.0860289 0.0480385 0.0361791 0.0321024 0.0624203 0.0481294 0.0777684
threshold=-0.54084999999999994 0.093190000000000009 0.09320500000000001 -0.074249999999999997 0.10253500000000002 -0.24955499999999997 -1.0000000180025095e-35 -0.41674499999999998 0.11235000000000002 0.12408500000000001 -0.014264999999999998 -0.049039999999999993 0.10918000000000001 0.086615000000000011 -0.039649999999999998 0.097315000000000026 1.0000000180025095e-35 0.40411000000000002 0.14121000000000003 0.10732000000000001 0.10731 -0.037344999999999996 0.084940000000000015 0.093890000000000015 0.0038100000000000005 -0.0068949999999999992 -0.14116499999999996 -0.14649999999999996 0.077565000000000009 0.087035000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5 -7 12 10 -10 -12 13 15 -15 16 17 18 19 22 -21 -20 26 24 25 -24 27 28 -9 -30
right_child=1 2 -4 4 -6 7 -8 8 9 -11 11 -13 -14 14 -16 -17 -18 -19 21 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0015741295860828581 0.0016050869430182504 -0.0036810401505951228 0.0014430680334993192 -0.0021270305551588536 -0.0018648789571930786 -0.0028754035365723429 0.0064711725339293485 0.0033734042972791943 0.0035110660367146402 0.0046343075393815531 0.0011572447215097354 -0.0050635029062894845 -0.0031521900008166476 0.0042488162731751803 -5.6998564728668755e-05 0.0023031649358260134 0.0024379309284715701 -0.0022907751081727968 -0.00089087951410975717 -0.0097906893678009511 0.0024644468483292379 0.003068665228684867 0.0010494295427287441 0.0066294775498099631 0.0030913190819836897 -0.0044848125707681501 -2.8170748413764179e-05 -0.0058549931566058491 -0.00024121810098888703 -0.0066842147584437669
leaf_weight=37 40 29 23 25 28 21 21 25 28 20 34 21 21 20 21 30 26 43 36 20 23 44 21 25 29 27 2232 27 101 23
leaf_count=37 40 29 23 25 28 21 21 25 28 20 34 21 21 20 21 30 26 43 36 20 23 44 21 25 29 27 2232 27 101 23
internal_value=0 -1.88855e-05 -0.00141461 5.05171e-06 -1.63391e-05 1.12345e-06 0.00179824 -2.72066e-05 -6.5604e-06 0.00120397 0.000377381 -0.00121795 -5.11862e-05 -2.77022e-05 0.0020434 -5.87839e-05 -8.50083e-05 -0.000109521 -7.38988e-05 -0.000116539 -0.00323562 0.00128687 -6.3105e-05 0.00153268 -0.000122126 -0.00206358 -0.0001307 -0.00143096 -0.000629294 -0.00143629
internal_weight=0 3084 52 3032 2992 2964 46 2918 2897 103 83 55 2794 2773 41 2732 2702 2676 2633 2553 43 80 2510 102 77 48 2408 176 149 124
internal_count=3121 3084 52 3032 2992 2964 46 2918 2897 103 83 55 2794 2773 41 2732 2702 2676 2633 2553 43 80 2510 102 77 48 2408 176 149 124
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=31
num_cat=0
split_feature=45 3 11 104 34 1 1 47 48 48 15 48 47 39 39 9 44 0 448 457 1375 1373 456 456 1375 123 48 48 402 3
split_gain=0.00876349 0.00912883 0.040646 0.00961682 0.0122824 0.0119966 0.0349553 0.0189288 0.0172122 0.0184001 0.0414126 0.0237257 0.0167687 0.0237828 0.0251021 0.0190358 0.018168 0.0166305 0.0186883 0.0269439 0.0178461 0.0217804 0.0245836 0.0365641 0.020141 0.0199317 0.0203635 0.0766745 0.0400567 0.0672718
threshold=-0.067109999999999989 0.63141500000000017 -0.014494999999999999 1.0000000180025095e-35 -0.09225499999999999 0.15618500000000002 0.14754500000000001 0.13975500000000002 0.15068000000000001 0.12474000000000002 -0.072289999999999979 0.11714000000000001 0.12209500000000001 0.10940500000000002 0.11593500000000001 0.092890000000000014 0.083555000000000018 -0.26343999999999995 1.0000000180025095e-35 0.31508000000000008 0.097315000000000026 0.086880000000000013 0.088200000000000014 0.089955000000000021 0.084315000000000015 0.096455000000000013 0.083685000000000009 0.085130000000000025 0.089220000000000008 -0.14989499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 9 11 -11 12 13 15 -15 16 17 -6 19 20 21 22 24 -24 25 26 -19 -28 29 -29
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0020359300697843238 0.0044127240317590934 -0.0020159918031739921 0.002223188088275492 -0.0017834333144128322 0.002750001885843548 -0.0020265961916924552 0.0040826417283997647 0.0029798679330962758 -0.0027580113271656243 0.0041132771995762594 -0.0015227961576205085 -0.0033174839055969971 -0.0025009968076591142 0.0049188161967322237 0.00024461475356171529 -0.0031088343937881293 -0.0027517556986519295 -0.0001020511418194383 0.0030348111083731057 -0.0034413442420570747 0.0024213071982376278 -0.0026665309113600563 0.00508851467798788 0.00037665927606024617 -0.0024375180215741111 -0.0025012486752530095 0.0065931388784000386 -0.0052796148144724697 0.0045569595304273429 0.00048020078246592399
leaf_weight=21 21 22 25 30 22 29 21 21 23 32 22 22 27 20 27 20 24 2117 20 23 30 31 23 58 35 32 21 22 21 259
leaf_count=21 21 22 25 30 22 29 21 21 23 32 22 22 27 20 27 20 24 2117 20 23 30 31 23 58 35 32 21 22 21 259
internal_value=0 1.37918e-05 2.82996e-05 -1.81907e-06 1.58382e-05 -2.54417e-06 1.71994e-05 -1.17215e-05 -3.31556e-05 -1.16041e-05 0.0018171 -4.62047e-05 -2.07922e-05 3.08145e-06 0.00223364 -3.49302e-05 -1.24765e-05 1.1747e-05 -1.0631e-05 -3.34262e-05 -3.83691e-06 -3.16163e-05 -5.43805e-08 0.00171459 -5.54539e-05 -2.17272e-05 1.07911e-05 0.000750379 0.000344095 2.92544e-05
internal_weight=0 3100 3078 3057 3027 3002 2973 2952 2931 2908 54 2854 2832 2805 47 2758 2738 2714 2692 2672 2649 2619 2588 81 2507 2472 2440 323 302 281
internal_count=3121 3100 3078 3057 3027 3002 2973 2952 2931 2908 54 2854 2832 2805 47 2758 2738 2714 2692 2672 2649 2619 2588 81 2507 2472 2440 323 302 281
is_linear=0
shrinkage=0.1


Tree=817
num_leaves=31
num_cat=0
split_feature=1451 0 160 160 160 159 159 484 3 42 484 52 484 1456 158 158 159 159 106 40 42 12 52 46 1 1 50 16 4 13
split_gain=0.0084112 0.0354691 0.0157817 0.0108185 0.0183867 0.017772 0.0105009 0.0141547 0.0348677 0.0209801 0.0135523 0.0469036 0.0170705 0.0315319 0.0168164 0.0521977 0.0393704 0.051375 0.0193564 0.0185355 0.0370656 0.0254278 0.0318851 0.0285585 0.0225593 0.0414099 0.0344922 0.0292492 0.0567242 0.0477416
threshold=0.083235000000000017 -0.082484999999999989 -0.57146499999999989 -0.55045999999999984 -0.54200499999999985 0.16394500000000004 0.13685500000000003 -0.23175499999999996 -0.076669999999999988 0.087195000000000009 -0.096419999999999992 -0.015069999999999998 -0.091199999999999989 0.11510000000000002 0.10394000000000002 0.10254000000000001 0.10684 -0.019375 0.088100000000000012 -0.24452499999999996 0.15665000000000004 0.12757000000000002 0.081010000000000013 -0.043074999999999995 0.15799000000000005 0.14554000000000003 -0.13200999999999999 -0.18708499999999997 0.018150000000000003 -0.096404999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 7 8 9 -6 11 -9 -12 14 15 18 17 -16 19 -14 21 23 -23 -21 25 26 -25 28 -28 -29
right_child=1 -3 3 4 5 -7 -8 10 -10 -11 12 -13 13 -15 16 -17 -18 -19 -20 20 -22 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.0028206378617323937 0.0015606989719621515 -0.0038303433684632182 -0.001826640824185688 0.0026196516877799122 0.0014237319545022081 -0.0029005480176281361 0.0023024720745161175 -0.00076167949622398933 -0.0049284682760480794 -0.0026363648351980374 -0.0027686847077513285 0.004750391800637143 -0.0030490948684746399 0.0038881659197310607 0.00041840566881000998 0.0050143054797358458 0.00080790721706352109 -0.0055914370103202988 0.0028972727388305512 0.0034420913221159333 0.0037636623180543 -0.0052230082884696981 0.00035605413839221003 0.0025330424790416719 -0.0030751141758325203 0.003637537169420431 -0.0061437317286618057 0.0017599462281602124 -0.00064231310071597098 -9.2047543869327078e-05
leaf_weight=20 23 26 32 27 35 21 20 38 20 20 22 26 20 21 25 21 51 33 23 24 26 21 20 51 24 31 20 150 298 1932
leaf_count=20 23 26 32 27 35 21 20 38 20 20 22 26 20 21 25 21 51 33 23 24 26 21 20 51 24 31 20 150 298 1932
internal_value=0 -0.00129985 2.07333e-05 2.38535e-06 2.17658e-05 -1.6699e-06 1.88134e-05 3.34148e-06 -0.00135288 -5.26669e-05 3.86966e-05 0.0014776 5.95938e-06 2.78305e-05 -1.43562e-06 4.84319e-05 -0.00121884 -0.00300099 8.93065e-06 -1.64541e-05 6.90086e-06 -3.10905e-05 -0.00250151 8.94404e-06 -2.39353e-05 5.56848e-06 -4.03683e-05 -9.50533e-05 -0.000988314 4.13814e-05
internal_weight=0 49 3072 3052 3020 2993 2972 2952 75 55 2877 64 2813 2791 2770 2661 109 58 2640 2617 2597 2571 41 2530 2506 2482 2451 2400 318 2082
internal_count=3121 49 3072 3052 3020 2993 2972 2952 75 55 2877 64 2813 2791 2770 2661 109 58 2640 2617 2597 2571 41 2530 2506 2482 2451 2400 318 2082
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=31
num_cat=0
split_feature=45 13 376 160 12 16 16 4 4 1 12 159 15 43 1 15 12 48 2 2 155 16 16 8 3 403 402 403 42 3
split_gain=0.0093149 0.00796624 0.0292688 0.0314272 0.0471104 0.0636469 0.0552295 0.0523862 0.087625 0.0616141 0.0838425 0.046454 0.0426749 0.0423239 0.041945 0.0367576 0.0452855 0.034374 0.0292927 0.0435029 0.0253144 0.0218972 0.03833 0.0356528 0.0214292 0.058831 0.0545001 0.0400524 0.0622055 0.0385912
threshold=-0.067109999999999989 0.0036400000000000004 0.087010000000000018 0.085130000000000011 0.09334000000000002 -0.090054999999999982 -0.25582999999999995 -0.0083799999999999986 -0.074729999999999977 0.07635500000000002 0.089735000000000023 0.091235000000000024 -0.080694999999999989 -0.23714499999999997 0.088340000000000016 -0.064294999999999977 0.097325000000000009 0.085875000000000021 0.095195000000000016 0.11067500000000001 0.11814000000000001 0.62925500000000012 0.51791000000000009 0.092550000000000007 -0.082234999999999989 -0.53762499999999991 0.12933500000000003 -0.41825499999999993 0.10024000000000001 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 21 3 4 5 6 -3 8 9 10 -7 -5 13 -6 -11 -14 20 -15 -18 -20 -17 22 23 24 26 -26 29 28 -27 -2
right_child=1 2 -4 11 12 7 -8 -9 -10 14 -12 -13 15 17 -16 16 18 -19 19 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.002099004928909597 0.00018067516759048019 -0.0016802088054122801 0.0033389092589329395 0.0044649353014150012 -0.0056564745784271515 -0.009916336055791293 0.0046244353551931757 -0.0071298465952277183 0.0027018804745427495 0.0025658102892339232 -0.001885504861946594 -0.0012525673852198653 0.0045978980108528685 -0.0027197783506751338 -0.0036349619913380593 0.004867964089398498 0.001168099580059663 0.0026746368723078854 -0.0047226677720074457 2.7405417652106756e-05 0.00024343527387827636 -0.0023938643919037923 0.0044850915914867078 0.0041925583611286824 -0.0048019659291538928 0.0070052857208065689 0.0054700670215035128 -0.00019297898684394351 1.416871723319803e-05 0.0034363872330255905
leaf_weight=21 869 33 21 30 22 26 24 25 29 20 26 27 23 27 24 29 58 21 31 51 20 35 20 21 27 20 21 1447 35 38
leaf_count=21 869 33 21 30 22 26 24 25 29 20 26 27 23 27 24 29 58 21 31 51 20 35 20 21 27 20 21 1447 35 38
internal_value=0 1.42191e-05 -0.000324603 -0.000465507 -0.000724531 -0.00187016 0.000974378 -0.00295108 -0.00211533 -0.00357053 -0.00590092 0.00175664 0.000116408 -0.00202442 -0.000816429 0.000823283 0.000363939 -0.000359722 -0.000551823 -0.00176835 0.0029804 9.00628e-05 0.000124866 8.96741e-05 5.46068e-05 -0.000175469 0.000433686 -9.23029e-05 0.00255639 0.000317078
internal_weight=0 3100 567 546 489 207 57 150 125 96 52 57 282 70 44 212 189 48 140 82 49 2533 2498 2478 2457 1529 928 1502 55 907
internal_count=3121 3100 567 546 489 207 57 150 125 96 52 57 282 70 44 212 189 48 140 82 49 2533 2498 2478 2457 1529 928 1502 55 907
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=31
num_cat=0
split_feature=1208 1210 1209 1208 401 13 401 402 2 402 13 42 12 401 12 401 401 2 3 3 2 159 13 12 12 13 1 0 1 1186
split_gain=0.00874894 0.0816119 0.0701703 0.0162198 0.0106816 0.0266018 0.0247098 0.0254495 0.0491026 0.0160609 0.0613691 0.109136 0.065956 0.0138623 0.0641791 0.0320561 0.0506135 0.0180269 0.0143933 0.0298894 0.0566895 0.0284805 0.041614 0.0330287 0.0841855 0.0613824 0.0565392 0.047844 0.0401601 0.018235
threshold=0.10233500000000001 -0.00046999999999999993 -0.094304999999999986 1.0000000180025095e-35 0.11916500000000001 -0.016469999999999995 0.11186000000000001 0.11174500000000002 0.084985000000000019 0.095250000000000015 -0.085744999999999988 -0.010544999999999997 0.083535000000000012 0.092045000000000016 0.085325000000000012 0.083100000000000021 1.0000000180025095e-35 0.086000000000000007 -0.13309499999999996 -0.10831999999999999 0.090175000000000019 0.10779000000000001 0.11217000000000001 0.089300000000000004 0.095110000000000014 0.097995000000000013 0.080000000000000016 -0.0058249999999999994 0.092845000000000025 -0.090804999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 9 -9 13 12 -12 -11 15 -15 16 18 -17 21 20 -20 22 23 26 -25 27 -4 -26 -28 -21
right_child=1 -3 3 -5 5 -7 -8 8 -10 10 11 -13 -14 14 -16 17 -18 -19 19 29 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=-0.005526320447983301 0.0062339904052870617 -0.0014644361985847354 -0.005392855338074945 0.0025049921190097501 -0.0033491663852085671 0.0012913953246814864 0.0027016003355931715 -0.0048074340782008106 0.00096977710989969124 0.0023667686758562924 0.00034829085676132574 0.0093234216561540965 -0.0056572962729703816 0.001875324142114867 -0.0057709465609929924 0.0045485835340197973 -0.0043412749603804618 0.00085359379468906307 0.00013669513356991304 0.0021351545655096953 -0.0060403922359303884 -0.0023663398326823006 0.0040938532197431323 0.0065793225541710861 -0.0010308332727149581 -0.0042122563580051066 0.0033937991053486862 0.0043142529365414869 -0.0018065720143953736 -4.5637830968602451e-05
leaf_weight=23 21 40 22 26 30 21 34 31 28 20 42 20 21 23 21 23 27 31 39 39 24 27 38 26 33 24 27 34 33 2273
leaf_count=23 21 40 22 26 30 21 34 31 28 20 42 20 21 23 21 23 27 31 39 39 24 27 38 26 33 24 27 34 33 2273
internal_value=0 0.00118584 -2.36393e-05 1.80339e-05 -3.44098e-06 -0.00143835 2.12821e-05 -9.86313e-06 -0.00206571 3.24441e-05 0.00125853 0.00324349 -0.00174312 -1.32459e-05 -0.00177403 1.52374e-05 -3.36208e-05 0.00242739 1.04515e-05 -6.74114e-05 -0.00221648 0.000710922 0.0010615 0.000482453 0.00156099 0.000127175 -0.00105643 0.0016816 0.000533595 -8.85111e-06
internal_weight=0 61 3060 3037 3011 51 2960 2926 59 2867 103 62 41 2764 44 2720 2666 54 2639 2375 63 264 237 199 117 91 82 67 60 2312
internal_count=3121 61 3060 3037 3011 51 2960 2926 59 2867 103 62 41 2764 44 2720 2666 54 2639 2375 63 264 237 199 117 91 82 67 60 2312
is_linear=0
shrinkage=0.1


Tree=820
num_leaves=31
num_cat=0
split_feature=124 457 150 0 15 15 123 124 40 124 9 11 33 46 45 10 9 2 2 39 148 150 2 15 15 49 1374 49 49 1
split_gain=0.00799026 0.0215427 0.0295768 0.0164085 0.0428872 0.0373996 0.0203626 0.0127248 0.0319842 0.0211335 0.0195103 0.0305542 0.0211382 0.0173214 0.0157277 0.0139627 0.0302433 0.0145163 0.0423543 0.0370578 0.0169012 0.02425 0.0334552 0.0278304 0.0163517 0.0270834 0.018157 0.0188046 0.0212994 0.0364769
threshold=-0.082899999999999988 0.084515000000000021 0.084120000000000014 -0.078904999999999989 -0.10469999999999999 -0.07490999999999999 0.084785000000000013 -0.074709999999999985 -0.07632499999999999 -0.010204999999999999 -1.0000000180025095e-35 -0.011194999999999998 0.085305000000000006 0.10253500000000002 0.081955000000000014 0.10223 0.082870000000000013 0.15609500000000001 0.17760500000000004 0.11536 0.093475000000000016 -0.088479999999999989 0.087625000000000022 -0.10324499999999999 0.19724500000000003 -0.18481499999999998 0.094945000000000015 -0.097394999999999995 -0.081404999999999991 0.086920000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 -1 8 -2 -9 -11 -12 13 14 15 16 17 19 -19 20 21 22 -13 -24 25 -23 27 -27 29 -29
right_child=7 -3 -4 5 -6 -7 -8 9 -10 10 11 12 -14 -15 -16 -17 -18 18 -20 -21 -22 24 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0048402891716077222 0.00057375500063327231 -0.0018890663382730316 0.0037242895642788537 0.0046688189026494716 0.0024116839989021953 -0.0010983771125955338 -0.00038184317760169505 0.0025461875882683673 -0.0041160011372994637 -0.0026647602698566127 0.003882713880739175 -0.0013260918891146072 -0.0031273302029479638 -0.002748297119472662 0.0028014626214280729 -0.0026455728267319504 0.0028855412487044105 0.0050011183452707804 -0.00048632608511700083 -0.0036226152141321578 -0.0028534178976856528 -0.0037420856980315874 0.00086251917702611551 0.0060166853088462219 0.0027251887157382 0.0016853782201429739 -0.0027285957597196105 0.00057516686237332499 -2.4450370682666495e-05 -0.0052515262305470453
leaf_weight=21 33 28 34 23 28 22 20 32 26 28 20 21 22 23 20 20 36 22 39 29 21 20 20 22 21 63 25 22 2339 21
leaf_count=21 33 28 34 23 28 22 20 32 26 28 20 21 22 23 20 20 36 22 39 29 21 20 20 22 21 63 25 22 2339 21
internal_value=0 0.000654516 0.00113573 0.000363708 -0.000605156 0.0018493 -0.00266544 -3.91154e-05 -0.00149292 -9.39454e-06 -3.80486e-05 -1.20231e-05 -3.97832e-05 -1.53845e-05 7.38155e-06 -1.30058e-05 6.34424e-06 -3.22595e-05 0.00149275 -6.77114e-05 -2.79841e-05 -4.93282e-06 0.00193285 0.00356232 -5.3551e-05 -7.69862e-05 -4.73093e-05 -1.98932e-05 -6.49949e-05 -0.00227043
internal_weight=0 176 148 114 69 45 41 2945 59 2886 2854 2826 2806 2784 2761 2741 2721 2685 61 2624 2595 2574 63 42 2511 2490 2470 2445 2382 43
internal_count=3121 176 148 114 69 45 41 2945 59 2886 2854 2826 2806 2784 2761 2741 2721 2685 61 2624 2595 2574 63 42 2511 2490 2470 2445 2382 43
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=31
num_cat=0
split_feature=45 104 97 9 11 33 120 12 40 0 40 39 148 447 447 1348 147 8 12 15 150 2 454 0 0 474 12 1 0 0
split_gain=0.0086501 0.00846615 0.0143797 0.0280208 0.0243613 0.0228056 0.0141751 0.0225857 0.0177272 0.0463656 0.0256623 0.021246 0.0151918 0.0179364 0.0238508 0.0329277 0.0178467 0.0167629 0.0144965 0.0376264 0.0278327 0.0346133 0.0195678 0.0190877 0.0873196 0.0399718 0.051652 0.0708231 0.120713 0.0506905
threshold=-0.067109999999999989 0.089050000000000004 -0.086244999999999988 -0.087089999999999987 -0.011194999999999998 0.085305000000000006 0.093680000000000013 0.22926500000000002 -0.08440499999999998 -0.063634999999999983 -0.082074999999999995 0.085855000000000015 0.093475000000000016 0.094580000000000011 0.089595000000000022 0.085630000000000012 0.088145000000000015 0.089545000000000013 -0.096104999999999982 -0.10091499999999999 -0.088479999999999989 0.089775000000000008 -1.0000000180025095e-35 -0.14226499999999997 -0.14051499999999997 0.084510000000000016 0.085495000000000015 0.080000000000000016 -0.15090499999999998 -0.23194499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 9 11 -10 -6 13 14 15 16 17 18 19 -12 21 -20 -22 25 -25 26 27 -24 29 -29
right_child=1 -3 3 4 5 -7 -8 -9 10 -11 12 -13 -14 -15 -16 -17 -18 -19 20 -21 22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0020227159484333935 0.0023418413707986473 0.0020147489250770638 -0.0035758611031765628 0.0033214825258420949 0.0024776373524218799 -0.0030885868278952939 -0.0025226148014718839 0.0033742633974179629 0.0028561933562741616 -0.0056387445400469006 -0.0031782640326458605 -0.0017633573768694921 -0.0024968618716229686 -0.0025352917258041324 0.0028128976509774915 -0.0035891342983813954 0.0029606026334000664 0.0029185353312641384 -0.00014175903871310529 0.001679927857592702 -0.0026738707510823457 0.0050220632357522851 0.0063799108280253487 -0.0064720512589528448 5.6349478659878678e-06 -0.0032454338196354609 -0.0013189523532572721 -0.0046061448255469177 0.0078206229108301085 0.00086113940924406054
leaf_weight=21 26 21 22 22 21 24 22 20 32 20 44 27 24 27 31 25 21 20 27 25 27 25 33 21 2300 21 54 22 22 74
leaf_count=21 26 21 22 22 21 24 22 20 32 20 44 27 24 27 31 25 21 20 27 25 27 25 33 21 2300 21 54 22 22 74
internal_value=0 1.37023e-05 5.43426e-08 -1.98888e-05 5.92161e-06 -1.83198e-05 6.36578e-06 2.51432e-05 2.38332e-06 -0.00159346 4.01284e-05 9.20778e-05 8.43162e-06 2.97608e-05 5.45661e-05 2.35961e-05 5.66072e-05 3.41453e-05 1.27398e-05 -0.00141805 5.03348e-05 0.00234085 4.06183e-06 3.24498e-05 -5.2974e-05 0.000909745 0.0013354 0.00228464 0.00113935 -0.00039178
internal_weight=0 3100 3079 3053 3031 3009 2985 2963 2943 68 2875 48 2843 2819 2792 2761 2736 2715 2695 69 2626 52 2574 2547 2321 226 205 151 118 96
internal_count=3121 3100 3079 3053 3031 3009 2985 2963 2943 68 2875 48 2843 2819 2792 2761 2736 2715 2695 69 2626 52 2574 2547 2321 226 205 151 118 96
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=31
num_cat=0
split_feature=33 3 11 0 2 52 33 295 106 11 9 2 472 16 3 11 11 11 1204 120 2 150 121 13 13 52 15 3 1 1452
split_gain=0.00880519 0.0413253 0.0312086 0.0116076 0.0420189 0.0434846 0.014948 0.0183898 0.0236037 0.0131624 0.0133589 0.0217697 0.0128427 0.036199 0.0721779 0.0269386 0.0200928 0.0153693 0.031511 0.0140097 0.025972 0.0225205 0.0281342 0.0142458 0.0676117 0.0325753 0.0181377 0.017223 0.0696325 0.0254996
threshold=1.0000000180025095e-35 -0.0063699999999999989 -0.011194999999999998 0.13134000000000004 0.11093500000000002 0.093665000000000012 -0.012019999999999998 0.084000000000000005 1.0000000180025095e-35 0.10458500000000001 0.092410000000000006 -0.045829999999999989 -0.38234499999999999 0.6352000000000001 -0.094874999999999987 0.095165000000000013 0.087575000000000014 0.084680000000000019 -0.11413499999999999 0.091385000000000008 0.31358000000000003 0.13529000000000005 -0.070209999999999981 -0.40078499999999995 -0.17933499999999997 -0.063789999999999986 -0.083359999999999976 0.11924500000000002 0.11414000000000001 0.11769000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 -5 -4 8 9 10 11 -8 -13 15 -15 16 17 18 -14 20 21 22 -20 25 -25 -24 -27 29 -29 -26
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 -12 12 13 14 -16 -17 -18 -19 19 -21 -22 -23 23 24 27 26 -28 28 -30 -31
leaf_value=-0.0039610149012878539 -0.0011298054541625522 0.0041104397581269349 -0.0026880201473388644 0.00058282585201883009 -0.0027461818966548891 0.006343523637979161 0.0031985427918178699 -0.0026582707579319298 0.0033535724306213003 0.0023209746150920792 -0.0022042520377518878 -0.0024398048704659396 0.0036438236550843019 0.0070805876471457035 -0.00094714668618204689 -0.0036281087092079577 0.0024583141639595851 -0.0028241160558536652 -0.0035973917085515418 -0.0026462259791081863 0.003368464216923299 0.0024749984903096717 -0.0011197114451506147 -0.0052999994030687968 -6.1917515139545072e-05 0.00081247905502095834 0.0048900071638248244 -0.0057774062994867571 0.0011325860156544618 0.003438090113922954
leaf_weight=20 34 27 21 38 20 20 21 26 21 24 28 22 23 21 24 21 32 20 23 21 22 34 33 25 2375 20 24 25 35 21
leaf_count=20 34 27 21 38 20 20 21 26 21 24 28 22 23 21 24 21 32 20 23 21 22 34 33 25 2375 20 24 25 35 21
internal_value=0 0.00118965 -2.37152e-05 2.18811e-06 0.00120634 0.00256927 -2.95214e-05 -1.05386e-05 1.30776e-05 -1.11624e-05 -3.06646e-05 -9.24991e-06 -3.31293e-05 -1.42129e-05 0.00279913 -6.01826e-05 -3.27671e-05 -6.22801e-05 -4.16771e-05 -7.35682e-05 -5.30806e-05 -8.1866e-05 -0.000115548 -8.42414e-05 -0.000125816 0.00125532 0.00303659 -7.31469e-05 -0.00174658 -3.12413e-05
internal_weight=0 61 3060 3040 78 58 2962 2941 2915 2894 2870 2842 2821 2799 45 2754 2733 2701 2681 2658 2637 2615 2581 2558 2481 77 44 2456 60 2396
internal_count=3121 61 3060 3040 78 58 2962 2941 2915 2894 2870 2842 2821 2799 45 2754 2733 2701 2681 2658 2637 2615 2581 2558 2481 77 44 2456 60 2396
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=31
num_cat=0
split_feature=367 12 40 1 0 0 2 2 1 1 0 2 14 1 1 4 39 16 39 15 454 0 156 12 124 124 12 2 1 41
split_gain=0.00832865 0.0170011 0.015634 0.0118981 0.0320885 0.0136015 0.0320739 0.0329768 0.0142724 0.0287889 0.0674132 0.0268195 0.0265746 0.0195498 0.0159757 0.0161912 0.0203336 0.0523425 0.0227839 0.0437779 0.0238778 0.0204379 0.0235412 0.0187591 0.0297279 0.0402221 0.0719271 0.0314879 0.0331359 0.0190056
threshold=-0.0098099999999999975 0.23631000000000002 -0.13022999999999998 0.14860500000000001 -0.019414999999999998 0.13134000000000004 0.10855000000000002 0.093680000000000013 0.13332000000000002 0.12811000000000003 -0.075684999999999988 -0.045829999999999989 -0.073114999999999986 0.13869000000000004 0.12456000000000002 0.51388000000000011 0.096775000000000014 -0.026164999999999997 0.088550000000000004 -0.086849999999999997 0.088225000000000012 0.12445000000000002 0.28241000000000005 -0.094384999999999983 -0.086724999999999983 -0.083289999999999989 -0.010834999999999999 -0.080614999999999978 0.11846000000000002 0.083975000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 8 7 -7 9 14 -11 -10 -13 -14 15 16 18 -18 20 -20 21 22 23 -4 -25 -26 -27 -28 29 -29
right_child=1 -3 3 4 -6 6 -8 -9 11 10 -12 12 13 -15 -16 -17 17 -19 19 -21 -22 -23 -24 24 25 26 27 28 -30 -31
leaf_value=0.0014914091648156377 0.0023976965801449732 -0.0027878461363302037 0.0021763259406528761 0.00080532903008861479 -0.0044970884331546369 -0.00037412644984821479 -0.0019449387372116604 0.004758215027170316 0.0039421398155391222 0.0013659284543246031 -0.0068446239305194473 0.0026302999351173642 0.00081211188977855879 -0.0025316044510926825 0.0026468109183373271 -0.0022949386171148946 -0.0011429943001041046 0.0053332040746075417 -0.0055225684963674708 0.00043847045204269564 0.0032512226247821347 -0.0030921878293156627 0.003303204669750163 -0.0033320321102759671 0.0043025830139716472 -0.0051318702811840927 0.0029874989872469625 -8.6565053795255545e-05 0.0029334889899473638 -0.0023126961806645761
leaf_weight=37 27 22 37 25 21 21 21 31 25 20 20 33 36 34 22 32 26 24 22 28 22 22 21 28 21 28 34 2306 36 39
leaf_count=37 27 22 37 25 21 21 21 31 25 20 20 33 36 34 22 32 26 24 22 28 22 22 21 28 21 28 34 2306 36 39
internal_value=0 -1.7893e-05 2.00864e-06 -1.93039e-05 -0.00161534 5.25871e-06 0.00135348 0.00268554 -2.84931e-05 -7.5897e-05 -0.00273935 0.00100402 0.000290887 -0.000811979 -3.71277e-05 -5.87883e-05 -3.22267e-05 0.00196558 -7.00067e-05 -0.00218439 -2.92515e-05 -5.73116e-05 -3.11283e-05 -5.88156e-05 -9.20019e-05 -5.51833e-05 -9.26426e-05 -3.42168e-05 -7.7366e-05 -0.000123588
internal_weight=0 3084 3062 3035 46 2989 73 52 2916 2788 40 128 103 70 2748 2726 2694 50 2644 50 2594 2572 2550 2529 2492 2464 2443 2415 2381 2345
internal_count=3121 3084 3062 3035 46 2989 73 52 2916 2788 40 128 103 70 2748 2726 2694 50 2644 50 2594 2572 2550 2529 2492 2464 2443 2415 2381 2345
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=31
num_cat=0
split_feature=12 1213 132 160 1 16 49 1 12 0 479 1452 1 132 133 43 132 1186 132 400 403 15 399 43 400 13 473 157 11 52
split_gain=0.00888393 0.0236361 0.023241 0.0230388 0.0262318 0.0365354 0.0356255 0.0341139 0.0387638 0.0236477 0.0146801 0.0144534 0.0868661 0.0139097 0.0212496 0.0309532 0.0143319 0.0668207 0.0439473 0.0496086 0.0235942 0.0290637 0.0162003 0.0375214 0.0227389 0.0168854 0.0129055 0.0171833 0.015519 0.038454
threshold=0.110195 -0.063924999999999982 -0.40070499999999992 -0.24162499999999998 0.12500000000000003 -0.095964999999999981 0.097685000000000008 0.09697500000000002 0.11734000000000001 -0.043914999999999989 0.11327500000000001 0.10669000000000002 0.083835000000000007 -0.22319499999999995 -0.54084999999999994 0.31463000000000002 -0.083284999999999984 1.0000000180025095e-35 -0.020824999999999996 -0.077004999999999976 -0.077589999999999978 0.084370000000000014 -0.065739999999999979 -0.032879999999999993 -1.0000000180025095e-35 -0.0065549999999999992 -0.07576999999999999 0.42235000000000006 0.08976000000000002 -0.081934999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 7 8 -7 -6 11 13 -13 -4 -15 16 17 20 19 -18 21 -16 23 -20 25 -24 -26 28 -28 -30
right_child=1 3 10 4 9 6 -8 -9 -10 -11 -12 12 -14 14 15 -17 18 -19 22 -21 -22 -23 24 -25 26 -27 27 -29 29 -31
leaf_value=-0.0032137174992543727 0.0033778074404431715 0.0032841450852257289 0.0025306509765373035 -0.0039622330600556374 0.0045357710309326654 -0.00036265951310915335 0.0027767190244048835 0.0018852476575411858 -0.0059271371102936213 -0.00021531642308797352 -0.002538436967069688 -0.0066412402875721454 0.0023699168561269412 0.0031018056793651674 0.00055471544776967659 -0.0039381896751001476 -0.006844031682703644 0.0062018059110934181 -0.00088329873767427423 -0.00021949460586676231 0.0024259899250374966 -0.0039720359521553568 -0.00036908142889539403 0.005101337120868266 0.0024932512980220573 -0.0044290473940782251 -1.0935151010556794e-05 -0.0028445966602746574 0.0043096985917405357 -0.00084312097169458866
leaf_weight=23 27 22 22 29 20 31 33 25 21 22 23 20 23 22 37 20 20 21 22 26 26 23 21 20 21 20 2402 21 28 30
leaf_count=23 27 22 22 29 20 31 33 25 21 22 23 20 23 22 37 20 20 21 22 26 26 23 21 20 21 20 2402 21 28 30
internal_value=0 0.000598158 -4.75878e-05 0.000228451 -0.00014296 -0.000804706 2.77327e-05 -0.0011504 -0.00260985 0.00204711 -2.21969e-05 -1.85473e-06 -0.00182132 2.60671e-05 6.24666e-06 -1.8446e-05 1.01862e-05 0.00114469 -3.59527e-05 -0.00309973 -9.01932e-05 -0.00118054 1.85671e-05 0.00196653 -1.36053e-05 -0.00234955 2.46736e-05 3.77879e-06 2.80942e-05 0.00164445
internal_weight=0 230 2891 203 181 139 110 77 52 42 2868 2845 43 2802 2780 2758 2738 107 2631 46 86 60 2585 42 2543 41 2502 2481 2460 58
internal_count=3121 230 2891 203 181 139 110 77 52 42 2868 2845 43 2802 2780 2758 2738 107 2631 46 86 60 2585 42 2543 41 2502 2481 2460 58
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=31
num_cat=0
split_feature=15 42 3 2 2 133 130 40 15 128 38 12 12 43 4 15 43 12 52 12 15 151 158 376 4 474 2 43 4 16
split_gain=0.0077641 0.0281973 0.0432828 0.0402717 0.0269376 0.0207574 0.0204344 0.0299029 0.0200677 0.0176456 0.0228446 0.0204522 0.0271424 0.0151185 0.0149652 0.0208604 0.0161994 0.034604 0.0350753 0.0612062 0.053207 0.0450947 0.0436482 0.0487521 0.0527252 0.105883 0.0846007 0.116563 0.0747136 0.0470963
threshold=0.11728000000000001 0.09796500000000001 -0.077104999999999993 0.12595500000000001 0.092480000000000021 0.024320000000000005 -0.22461999999999996 -0.15892999999999999 0.11461000000000002 0.11976500000000002 0.10914000000000001 0.12757000000000002 0.11903500000000002 -0.52440999999999993 -0.52556499999999995 0.024640000000000006 -0.081154999999999991 -0.095379999999999979 0.061605000000000007 0.084405000000000022 0.093115000000000017 -0.078349999999999989 0.080150000000000013 0.084620000000000015 -0.008819999999999998 0.086630000000000013 0.087995000000000004 -0.088004999999999986 -0.0096849999999999974 -0.0013749999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 -4 -6 -1 -8 9 10 11 12 13 -9 15 -15 17 -16 20 -20 22 -21 23 24 28 26 27 -26 -19 -28
right_child=1 3 4 -5 5 -7 7 8 -10 -11 -12 -13 -14 14 16 -17 -18 18 19 21 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.0027264936477877201 -0.0034473348108510823 0.0053701243775251973 0.0035988510044542357 7.1629544254392383e-05 -0.0019543495516700206 0.0019841335475971195 0.0038413575594313447 -0.0020852084750575678 -0.0026116085673371951 0.0023611287466220321 -0.0034054455359000717 -0.0032002736866706982 0.0033574486422973376 0.0042138935264665637 0.0042672881274484096 -0.0002987295422436936 -0.00018063751387751968 -9.3786621201937478e-05 0.0050663799057695767 0.0049856772553175692 -0.0049688342556526719 -9.5174410228577e-05 0.0025020817800395891 0.0041221833283392097 -0.002097208325576503 0.0038352157321891616 0.00089801011909322256 -0.010600869091986508 0.0062438451370690025 -0.0039450097138122205
leaf_weight=28 31 26 26 32 32 23 20 35 30 31 20 20 24 20 22 21 1906 266 37 20 22 138 64 24 40 28 57 27 20 31
leaf_count=28 31 26 26 32 32 23 20 35 30 31 20 20 24 20 22 21 1906 266 37 20 22 138 64 24 40 28 57 27 20 31
internal_value=0 0.000657141 -0.000269655 0.00244682 0.000946494 -0.000307348 -3.78563e-05 -1.21014e-05 -3.86495e-05 -1.17825e-05 -3.76658e-05 -1.37977e-05 8.94656e-06 -1.99822e-05 6.36959e-06 0.00190255 -2.24029e-05 0.000356485 0.000245326 0.00140531 -0.000145343 0.000547971 4.5172e-05 -0.000273778 -0.000498731 -0.00182423 -0.00284658 -0.00552406 0.000349404 -0.000808054
internal_weight=0 170 112 58 81 55 2951 2923 2903 2873 2842 2822 2802 2778 2743 41 2702 796 774 195 579 158 557 493 469 183 155 67 286 88
internal_count=3121 170 112 58 81 55 2951 2923 2903 2873 2842 2822 2802 2778 2743 41 2702 796 774 195 579 158 557 493 469 183 155 67 286 88
is_linear=0
shrinkage=0.1


Tree=826
num_leaves=31
num_cat=0
split_feature=129 4 42 15 3 43 42 43 376 402 0 16 133 0 403 52 16 133 42 133 133 403 1213 403 133 15 1213 2 0 1
split_gain=0.00844941 0.0658305 0.0555892 0.0296179 0.0633523 0.0329742 0.0325286 0.0237276 0.0160719 0.0167479 0.0461279 0.0337356 0.029822 0.0853222 0.141194 0.0627617 0.0533189 0.0268951 0.0890937 0.0260392 0.0473772 0.0218211 0.0275268 0.0239131 0.0377021 0.0295211 0.0231424 0.0214097 0.0191222 0.0207641
threshold=0.083780000000000007 -0.088784999999999989 -0.16797499999999996 -0.069954999999999989 -0.092174999999999993 0.16180500000000003 -0.090989999999999988 -0.0040649999999999983 -0.18919999999999998 -0.020594999999999999 -0.10474999999999998 -0.088704999999999992 0.11524500000000001 -0.071719999999999992 -0.5341999999999999 0.070205000000000017 -0.084119999999999986 0.10466000000000002 0.09112000000000002 0.099660000000000012 0.095000000000000015 -0.091194999999999984 -0.013049999999999997 -0.43370499999999995 0.41553500000000004 0.087685000000000013 -0.063054999999999986 0.084145000000000011 0.18019500000000002 0.16175000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 7 -3 -6 -4 10 -10 -12 17 14 -14 -15 -16 19 -19 20 28 23 26 24 -13 -25 27 -23 29 -11
right_child=1 3 8 4 5 -7 -8 -9 9 12 11 21 13 15 16 -17 -18 18 -20 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0053038808424025778 0.0045154685890237386 0.0027833457281016502 0.0027429408221949069 -0.0054538166795212494 -2.3602312139701099e-05 -0.0034533072155185935 -0.0010897221755502479 0.0038089555887771509 0.0052972202980890873 -0.00010684264050101828 0.0032088966115326107 0.0019410455333761488 -0.010477474225418908 0.0049913924204052565 -0.003933276811841171 -0.0023431681368674619 0.0013659710418253851 0.0057531410486262764 -0.001547345797797399 -0.0027614371243139938 0.0035479965309302012 0.0014623600523918868 -0.0036145180556923155 0.00064880936406552792 -0.0024848820871403933 0.005546345198526979 0.0027893855635608947 -0.0019910185734323903 -0.0027541081998842185 0.0030528623511210237
leaf_weight=20 36 57 21 26 70 22 35 21 20 2161 36 39 21 28 37 20 39 32 35 36 36 26 30 32 38 20 21 58 27 21
leaf_count=20 36 57 21 26 70 22 35 21 20 2161 36 39 21 28 37 20 39 32 35 36 36 26 30 32 38 20 21 58 27 21
internal_value=0 0.000537945 -5.03263e-05 -8.19292e-05 -0.00100314 2.09128e-05 0.0013099 0.000860834 -1.32511e-05 -3.3827e-05 0.000647227 0.000337227 -0.000121247 -0.00151303 -0.00321944 0.00193533 -0.00121393 -3.52974e-05 0.00193945 -9.33019e-05 -5.05167e-05 -5.4364e-05 -0.000943083 0.00087569 -0.000243178 0.00253248 -0.000179815 -0.000922116 -0.000109162 -7.6433e-05
internal_weight=0 267 2854 231 139 113 92 91 2834 2813 320 300 2493 145 97 48 76 2348 67 2281 2245 264 135 129 77 52 105 84 2209 2182
internal_count=3121 267 2854 231 139 113 92 91 2834 2813 320 300 2493 145 97 48 76 2348 67 2281 2245 264 135 129 77 52 105 84 2209 2182
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=31
num_cat=0
split_feature=367 12 42 42 47 1 9 13 1452 131 400 400 130 11 12 12 3 0 12 0 130 43 403 0 0 1208 1210 12 1446 0
split_gain=0.00759749 0.0165004 0.0130044 0.0150914 0.0214539 0.0191468 0.0390219 0.0343508 0.0177149 0.0135951 0.015273 0.017066 0.018128 0.0180243 0.0179646 0.0302074 0.0490769 0.0307842 0.0234602 0.0305609 0.035709 0.0483841 0.0178535 0.0756771 0.0901839 0.074511 0.0266558 0.0184171 0.0168548 0.0171059
threshold=-1.0000000180025095e-35 0.23631000000000002 0.15665000000000004 0.14766000000000004 0.14174500000000004 0.13756000000000004 -0.036024999999999995 -0.13710499999999998 0.11815000000000002 0.13857500000000003 0.23559000000000002 0.10782000000000001 -0.11198999999999999 0.10177000000000001 0.10806000000000002 0.10227500000000002 -0.077774999999999983 -0.065229999999999996 0.12757000000000002 -0.050064999999999991 0.10797500000000002 0.058875000000000004 -0.53960999999999981 -0.086409999999999987 -0.070499999999999993 0.098655000000000007 0.0028200000000000005 0.10061500000000002 0.11787500000000002 0.18019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 -7 -8 9 10 11 12 -2 14 15 22 -17 -18 19 20 21 -16 23 -14 -25 26 27 28 29 -24
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 -12 -13 13 -15 18 16 17 -19 -20 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0014053459663333151 0.0023864993272582069 -0.0027461762582375246 0.0021098452194690193 -0.0025155311721997958 -0.0029151696190238001 -0.0024351757445732472 0.00052903994611388421 0.004535290731196016 -0.0029166170395910742 -0.0025995809631422164 0.0027036190942107217 -0.0026043487349525097 -0.0035145898582413793 -0.0024050872810485384 0.00046620761699629043 4.7976800601272922e-05 -0.0072333726263605061 -0.0016850180854089559 -0.0017071011494845152 0.0050312230617485269 -0.0028668315894901757 0.006122701357817277 -8.9548460381599492e-05 0.0087038762601358548 -0.00010695807913389917 -0.0050557531255843308 0.0028238340061815348 0.0022169803970845769 0.0026043561985716226 0.002442516714617577
leaf_weight=38 32 22 29 24 25 22 49 38 21 20 21 25 20 31 62 61 20 20 25 22 20 20 2256 21 26 29 34 37 24 27
leaf_count=38 32 22 29 24 25 22 49 38 21 20 21 25 20 31 62 61 20 20 25 22 20 20 2256 21 26 29 34 37 24 27
internal_value=0 -1.73218e-05 2.29099e-06 -1.7867e-05 2.06115e-06 2.651e-05 0.00132743 0.0022789 -2.28291e-05 -1.52891e-06 1.68124e-05 -3.25262e-06 2.00798e-05 -7.40676e-06 1.98796e-05 -4.1895e-05 -0.00173704 -0.0044592 0.00108746 0.00165088 0.000921787 0.00184584 2.73087e-05 0.00163744 0.0038298 -1.75102e-05 4.39318e-05 3.60898e-06 -3.18894e-05 -5.96029e-05
internal_weight=0 3083 3061 3032 3008 2983 109 87 2874 2853 2833 2812 2787 2755 2724 2575 101 40 149 124 102 82 2474 67 47 2407 2378 2344 2307 2283
internal_count=3121 3083 3061 3032 3008 2983 109 87 2874 2853 2833 2812 2787 2755 2724 2575 101 40 149 124 102 82 2474 67 47 2407 2378 2344 2307 2283
is_linear=0
shrinkage=0.1


Tree=828
num_leaves=31
num_cat=0
split_feature=1208 1210 1209 1208 15 132 1209 131 394 130 0 12 1213 43 403 12 403 1213 50 483 484 43 1 16 1446 2 0 4 4 42
split_gain=0.00881282 0.0630869 0.0558519 0.0112686 0.0097787 0.0393613 0.0514278 0.034916 0.0269445 0.0455115 0.034238 0.0434037 0.0294346 0.0903856 0.0562786 0.0543064 0.0269491 0.0404654 0.0377539 0.0413137 0.0568096 0.0340551 0.0260318 0.044287 0.0483763 0.0589844 0.0301455 0.0268194 0.0309747 0.0252483
threshold=0.10233500000000001 -0.00046999999999999993 -0.094304999999999986 1.0000000180025095e-35 0.085935000000000025 0.13831000000000002 0.087170000000000011 0.11863000000000001 -0.16013499999999997 0.006490000000000001 -0.081674999999999984 0.092855000000000007 0.04198000000000001 -0.020444999999999994 -0.50388999999999984 0.089505000000000015 0.097240000000000007 -0.086979999999999988 0.090980000000000019 0.041590000000000009 0.056480000000000009 0.042785000000000004 0.09253500000000002 -0.090344999999999995 0.037915000000000011 0.083995000000000014 -0.10011499999999998 -0.081714999999999996 -0.07168999999999999 0.090470000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 7 8 -6 12 -11 -12 14 -14 -10 -15 17 21 19 20 22 -16 23 26 25 -25 -19 -27 -29 -24
right_child=1 -3 3 -5 5 -7 -8 -9 9 10 11 -13 13 15 16 -17 -18 18 -20 -21 -22 -23 29 24 -26 27 -28 28 -30 -31
leaf_value=-0.0049329940239777386 0.0056285473385027478 -0.0011399893788620831 -0.00011330893815045772 0.0020863710983226504 -0.0030630272969243712 -0.0040869545284658677 0.0049632476521461891 -0.0034918480436317624 0.0048765438540223326 0.0062725840302716414 -0.0017438261000358541 0.0041189772891812027 -0.0070170546818355273 0.0029346094999805486 0.0065079400222748524 -0.0024116324815335443 -0.0015817272035586511 -0.0013738866185858138 0.0025747412920463834 -0.0039756413177551271 0.003799854601292234 0.00067226417828351263 -0.00040551978756411702 -0.0066645646735128978 0.0023015087703242899 0.000742631675235021 0.0034727653897734302 -0.0051538267538749748 -0.00081723020915887897 0.0033009667343268283
leaf_weight=23 21 40 2206 26 22 20 24 24 28 21 23 28 22 38 20 38 68 21 60 26 38 20 40 27 25 37 33 28 40 34
leaf_count=23 21 40 2206 26 22 20 24 24 28 21 23 28 22 38 20 38 68 21 60 26 38 20 40 27 25 37 33 28 40 34
internal_value=0 0.00119016 -2.37255e-05 1.34537e-05 -4.44594e-06 0.000293879 0.000405493 0.000261753 0.000383987 0.000490049 0.00287427 0.00147497 0.000223075 -0.00137247 0.00050998 0.000261489 0.000273493 0.000554462 0.000257578 -0.000140788 0.0001679 0.0035901 -0.000316361 -0.000882345 -0.001732 -0.00249593 0.00158796 -0.00142399 -0.00260289 0.00129746
internal_weight=0 61 3060 3037 3011 805 785 761 737 715 72 51 643 98 545 76 517 449 409 349 323 40 285 211 157 132 54 105 68 74
internal_count=3121 61 3060 3037 3011 805 785 761 737 715 72 51 643 98 545 76 517 449 409 349 323 40 285 211 157 132 54 105 68 74
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=31
num_cat=0
split_feature=2 3 1 123 44 1446 2 48 0 15 15 13 2 13 13 52 3 3 475 45 3 1375 1373 1373 456 1375 0 0 1 12
split_gain=0.00790505 0.02015 0.0149452 0.00951231 0.0102482 0.0215159 0.0154468 0.0147737 0.0143509 0.0532916 0.014938 0.014468 0.0338126 0.0246002 0.0329047 0.0250965 0.0223998 0.0223068 0.10118 0.0369318 0.0336667 0.0589086 0.034443 0.0386244 0.019006 0.0200348 0.0198946 0.0504781 0.0191795 0.0616866
threshold=0.25063000000000007 -0.026224999999999995 0.16175000000000003 0.12630500000000003 0.10508000000000002 -0.093534999999999993 0.15609500000000001 0.15068000000000001 -0.24955499999999997 -0.055554999999999993 -0.56368999999999991 -0.43167499999999998 0.10045500000000002 -0.23438999999999996 -0.16152999999999998 -0.061194999999999992 0.11296500000000002 0.096675000000000011 -0.0070399999999999994 1.0000000180025095e-35 0.092670000000000016 -0.24191999999999997 0.08789000000000001 0.078175000000000008 0.091255000000000017 -0.088929999999999981 -0.21861499999999998 -0.17169499999999996 0.10337500000000001 0.11650500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 9 -7 -10 12 -12 15 -15 -13 17 19 -19 20 21 -16 23 24 25 -23 -27 -28 -29 -30
right_child=1 -3 -4 -5 -6 6 -8 -9 10 -11 11 13 -14 14 16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=0.0032210227013343856 0.001169053171317847 -0.0028428364875576189 0.0026177453692897957 -0.0021717273892136292 -0.0022398250800324602 -0.001620378082787449 0.0023466292768716812 -0.002656168297731451 0.0025745648276907476 0.0054223760663132583 0.00087669944904487712 -0.00020740164909511806 -0.0038737541301206001 -0.0038171007135963959 0.0054452704894356434 0.0040373557092001043 -0.0023982469273062471 -0.0037577363895252348 0.0050704142330466094 -0.0043075686172232971 -0.0038894178565401076 0.0028496689163148405 -0.0029912887269778077 0.0038038706222626693 -0.002382703731894832 -0.002860617854942878 0.005035824405495078 0.00010480367977957155 -0.0011102041661924711 0.0038740912642053985
leaf_weight=21 21 31 22 20 20 22 28 21 22 21 29 26 31 23 20 30 39 20 37 20 22 25 38 27 33 24 20 2072 309 27
leaf_count=21 21 31 22 20 20 22 28 21 22 21 29 26 31 23 20 30 39 20 37 20 22 25 38 27 33 24 20 2072 309 27
internal_value=0 -0.00122265 2.07161e-05 1.96503e-06 1.63271e-05 3.13331e-05 8.90054e-06 -1.32281e-05 5.66937e-06 0.00181911 -2.12753e-05 -4.11598e-05 -0.0015777 -8.37446e-06 -5.0536e-05 0.00206658 -1.88379e-05 1.56079e-05 0.00197282 -2.66981e-05 6.01777e-06 3.90427e-05 -2.94746e-06 4.18129e-05 1.34453e-06 3.31062e-05 4.38918e-06 3.27089e-05 -8.84527e-06 -0.00070968
internal_weight=0 52 3069 3047 3027 3007 2986 2958 2937 43 2894 2872 60 2812 2756 56 2733 2694 57 2637 2617 2595 2575 2537 2510 2477 2452 2428 2408 336
internal_count=3121 52 3069 3047 3027 3007 2986 2958 2937 43 2894 2872 60 2812 2756 56 2733 2694 57 2637 2617 2595 2575 2537 2510 2477 2452 2428 2408 336
is_linear=0
shrinkage=0.1


Tree=830
num_leaves=31
num_cat=0
split_feature=45 3 11 104 33 120 12 10 15 30 10 106 11 1 13 156 155 155 4 4 3 1454 15 0 4 50 51 1451 16 1
split_gain=0.00889402 0.00825285 0.0309865 0.00847017 0.00988227 0.0121969 0.021205 0.0133599 0.0188176 0.00944521 0.0389129 0.0259387 0.00889008 0.0294584 0.0394345 0.0225831 0.0250894 0.0304846 0.014732 0.0354286 0.0293755 0.0105766 0.0478356 0.0323485 0.02236 0.0151135 0.025898 0.0197606 0.0147846 0.0280088
threshold=-0.067109999999999989 0.63141500000000017 -0.014494999999999999 0.079665000000000014 -0.018454999999999996 0.09852000000000001 0.22926500000000002 -0.094984999999999986 -0.090344999999999995 0.085875000000000021 -0.0087699999999999983 0.088100000000000012 0.094350000000000003 0.10089500000000001 0.090705000000000008 0.15608500000000003 0.12509500000000004 0.112835 -0.51253999999999988 -0.49405499999999997 -0.10217499999999997 0.088250000000000009 0.088850000000000012 -0.083914999999999976 -0.0016099999999999997 -0.46943999999999991 -0.43587999999999999 0.085760000000000017 0.51990500000000017 0.14754500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -6 10 -9 -11 15 -14 -15 16 17 18 20 -20 -12 25 23 24 -23 -21 -27 28 29 -28
right_child=1 -3 3 -5 5 -7 -8 9 -10 11 12 -13 13 14 -16 -17 -18 -19 19 21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0020510361441189334 0.0038558490352616423 -0.0019160473560491068 0.0021279172696681186 -0.0018698463905214642 -0.004002823967603035 -0.0024008029894459818 0.0031108084145340734 0.0043335501836346728 1.3319948422057287e-05 -0.0036732258887544355 0.00091979996720328936 0.0010805214374241506 -0.0020037980750203135 0.005904300482943655 -0.00010804495929429929 -0.0029470455779049259 0.0026366393418154783 -0.0039104628283530476 0.0034024701175850731 -0.0022256990613672752 -0.003721541507790486 0.0036469935855296047 -0.0048030455969274048 -0.002275757155748028 -0.00051262311220246675 0.0032728049345314503 1.7698944377939353e-05 0.0029552846977426469 0.0024800506294316922 -0.0036503767173382499
leaf_weight=21 21 22 22 24 20 21 22 21 28 24 25 22 20 20 24 26 36 20 31 29 30 28 25 33 24 25 2389 23 24 21
leaf_count=21 21 22 22 24 20 21 22 21 28 24 25 22 20 20 24 26 36 20 31 29 30 28 25 33 24 25 2389 23 24 21
internal_value=0 1.38941e-05 2.76884e-05 1.39089e-06 1.61979e-05 7.68548e-07 1.76358e-05 -5.29206e-06 -0.00166007 2.19098e-05 4.46634e-05 -0.00139969 1.30943e-05 0.00117839 0.00262484 -1.36461e-05 1.39574e-05 -2.06655e-05 8.07335e-06 4.16689e-05 -0.00161184 1.91882e-06 -0.000957848 0.000173093 0.00172717 4.39636e-05 7.04826e-05 3.78989e-05 1.03312e-05 -1.42635e-05
internal_weight=0 3100 3078 3057 3033 3011 2990 2968 48 2920 2874 46 2853 64 44 2789 2763 2727 2707 2652 55 2621 110 85 52 2511 2482 2457 2434 2410
internal_count=3121 3100 3078 3057 3033 3011 2990 2968 48 2920 2874 46 2853 64 44 2789 2763 2727 2707 2652 55 2621 110 85 52 2511 2482 2457 2434 2410
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=31
num_cat=0
split_feature=104 2 40 121 374 13 403 4 39 16 13 390 42 43 16 16 48 150 48 156 129 40 3 160 2 157 151 52 50 129
split_gain=0.00887421 0.0142392 0.0130634 0.0354161 0.0108835 0.0122586 0.0320618 0.023552 0.0213569 0.0216636 0.0150702 0.0128462 0.0157749 0.0145761 0.0391408 0.0627325 0.0608512 0.0633973 0.0512128 0.0405838 0.0360369 0.0344382 0.0626401 0.0804345 0.0679035 0.0486331 0.05559 0.053255 0.0643132 0.0514952
threshold=0.089050000000000004 0.31765000000000004 -0.24452499999999996 -0.078059999999999977 0.091075000000000017 0.19762500000000002 0.092070000000000013 -0.090289999999999981 0.0046100000000000004 -0.090764999999999985 0.17001000000000002 0.087590000000000015 -0.012324999999999997 -0.081154999999999991 -0.0051099999999999991 -0.0019699999999999995 0.088875000000000023 0.080470000000000014 0.10031000000000001 0.089470000000000008 0.080675000000000011 -0.08440499999999998 -0.082689999999999986 -0.0048599999999999989 0.10327000000000001 -0.087424999999999989 -0.16761999999999996 0.26746000000000009 0.092410000000000006 0.085395000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 10 7 -7 9 -9 11 13 -13 14 21 -16 17 19 -18 20 -17 -5 25 -24 -25 -23 -27 28 29 -28
right_child=-2 -3 3 4 -6 6 -8 8 -10 -11 -12 12 -14 -15 15 16 18 -19 -20 -21 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.0025440123514272276 0.0020487509241017203 -0.0026735192234627904 0.0032295211752438376 -0.0020699182846227716 0.0023090174564276821 0.00033985297959588935 0.0022316772607155143 -0.0019734771677758548 -0.00040729604661464695 -0.0065721544681028241 0.0026166126901940021 0.0036609428707465885 -0.00026325278216972949 -0.00017498464508209903 -0.0058322729099364512 5.012515945177228e-05 -0.0062811286499102909 0.005888799345120788 0.0003952580719487742 0.00405809129588306 -0.0041003217920660973 -0.0032781746711186841 0.00081882423618445546 0.0084245566050716054 0.001372797377619215 0.0057296363074177264 -8.3582070929274051e-05 0.00531546144746244 -0.0050798504278645852 0.0048492809820648601
leaf_weight=20 21 20 34 36 20 32 24 20 21 21 22 21 20 2057 21 163 27 20 20 22 24 33 77 36 22 21 179 20 23 24
leaf_count=20 21 20 34 36 20 32 24 20 21 21 22 21 20 2057 21 163 27 20 20 22 24 33 77 36 22 21 179 20 23 24
internal_value=0 -1.38786e-05 3.39176e-06 2.00415e-05 -1.60201e-05 -3.14894e-05 -0.00103053 -0.00186343 -0.00300061 -0.0043289 9.33007e-06 -1.0684e-05 0.0017467 -3.61894e-05 0.000335558 -0.000563456 -0.000162568 0.000510116 -0.00344011 -4.59002e-06 -0.000482553 0.000902452 0.00114844 0.0029373 0.00574975 0.000343456 0.000791073 0.000369489 -6.8208e-05 0.000499614
internal_weight=0 3100 3080 3060 3026 3006 118 94 62 41 2888 2866 41 2825 768 297 276 229 47 209 187 471 435 135 58 300 267 246 226 203
internal_count=3121 3100 3080 3060 3026 3006 118 94 62 41 2888 2866 41 2825 768 297 276 229 47 209 187 471 435 135 58 300 267 246 226 203
is_linear=0
shrinkage=0.1


Tree=832
num_leaves=31
num_cat=0
split_feature=1453 1456 1456 131 482 12 13 16 0 158 1456 1456 1452 1453 484 483 482 474 474 12 1446 51 483 484 3 3 2 15 4 15
split_gain=0.00766061 0.00873001 0.0282719 0.0279253 0.023637 0.0413704 0.0380076 0.0395719 0.0344646 0.0197461 0.0175784 0.0138778 0.0130001 0.0171441 0.012199 0.026668 0.0180117 0.0182102 0.051986 0.0412289 0.0242665 0.0221796 0.023786 0.0305128 0.0164447 0.0587777 0.0327889 0.0651789 0.15109 0.0394869
threshold=-0.095239999999999991 -0.077604999999999993 -0.066614999999999994 0.082750000000000004 0.11562500000000002 0.09364500000000002 -0.077799999999999994 -0.0034149999999999996 -0.089964999999999976 0.10398500000000001 -0.049894999999999995 -0.088849999999999985 0.096800000000000011 1.0000000180025095e-35 0.10785500000000002 0.091685000000000016 0.11117500000000001 0.11085000000000002 0.10280500000000001 0.096990000000000007 0.11655500000000001 -0.46280499999999997 0.098395000000000024 -0.070679999999999979 -0.0049599999999999991 -0.0087149999999999988 0.092235000000000025 -0.03241999999999999 -0.012889999999999999 -0.092334999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 9 -8 11 -4 -2 13 14 16 -16 17 18 20 -19 21 -12 24 -24 25 -23 27 29 -29 -26
right_child=1 2 10 -5 -6 -7 8 -9 -10 -11 12 -13 -14 -15 15 -17 -18 19 -20 -21 -22 22 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0015902806570132575 0.0034421560709320363 -0.0036849239042827061 0.00295196013932582 0.0034120201777231192 0.0032124065878716386 -0.0043033975790339437 2.4572095793226495e-05 -0.0046296782481173677 0.0055608482057736682 -0.0021932513522915542 0.0029683199822902683 -0.00019335157260121335 -0.0024445576677945527 0.0028423688485331479 0.00020243190113337494 -0.0041118079381387519 0.0029955631843768061 -0.0050832700238309129 0.0046495759626850484 0.0011113392056099007 -0.0031263727881014353 -0.00011957854340185544 6.7408831091597684e-05 0.005037405071336599 0.0012453470242927206 -0.0041959347159718167 -0.00015702775785099616 0.00043977192203913421 0.011335357171483339 -0.0030435356236661656
leaf_weight=30 21 21 20 31 22 22 23 21 22 20 25 21 22 21 38 23 20 22 24 21 25 2030 30 21 92 36 314 35 20 28
leaf_count=30 21 21 20 31 22 22 23 21 22 20 25 21 22 21 38 23 20 22 24 21 25 2030 30 21 92 36 314 35 20 28
internal_value=0 1.54346e-05 -2.91215e-05 0.000649317 0.000151387 -0.000297562 0.000390941 -0.000877872 0.0027312 0.000392901 -2.34374e-06 0.0016244 -2.30975e-05 -4.24015e-06 -2.55593e-05 -0.00142425 5.54539e-06 -1.64158e-05 1.63409e-05 -0.002058 -2.55257e-05 3.93883e-06 -2.44992e-05 0.00211388 -6.71831e-05 -0.000190609 0.000454285 0.00155115 0.0044018 0.000244608
internal_weight=0 3091 2888 203 172 150 128 83 45 62 2867 42 2847 2825 2804 61 2743 2723 2680 43 2656 2631 2606 51 2555 2066 489 175 55 120
internal_count=3121 3091 2888 203 172 150 128 83 45 62 2867 42 2847 2825 2804 61 2743 2723 2680 43 2656 2631 2606 51 2555 2066 489 175 55 120
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=31
num_cat=0
split_feature=1426 1420 472 472 1424 155 12 16 0 42 3 49 3 0 52 50 4 16 131 151 49 13 4 0 4 2 52 51 4 51
split_gain=0.00837943 0.0130995 0.0232348 0.0136968 0.0152187 0.0176898 0.0457706 0.02024 0.033295 0.0364244 0.050153 0.0371024 0.0346545 0.0332946 0.0392868 0.0486912 0.0445958 0.0442741 0.0355507 0.040412 0.0389064 0.0304475 0.0256782 0.0372147 0.0357691 0.123985 0.0285018 0.0237118 0.0812069 0.0344324
threshold=-0.10090499999999998 -0.083279999999999979 -0.08126499999999999 -0.15279499999999999 0.084555000000000005 0.11245500000000001 0.095565000000000011 0.064860000000000015 -0.090809999999999988 -0.080354999999999982 -0.094874999999999987 0.097940000000000013 -0.13927999999999999 0.12500000000000003 0.016565000000000003 -0.068989999999999982 -0.053309999999999989 0.52822500000000006 0.084390000000000007 -0.085764999999999994 0.10211000000000002 -0.0075049999999999987 -0.17966999999999997 1.0000000180025095e-35 -0.14098499999999997 0.082850000000000021 -0.19683499999999995 0.11548000000000001 -0.012889999999999999 0.10614000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 7 -7 22 21 10 -10 -12 -11 14 15 17 -16 -14 19 -17 -21 -9 23 -5 25 -24 -26 29 -29 -28
right_child=1 3 -4 4 -6 6 -8 8 9 12 11 -13 13 -15 16 18 -18 -19 -20 20 -22 -23 24 -25 26 -27 27 28 -30 -31
leaf_value=0.0019908181169912931 0.00073917246283963323 0.0024454728821697441 -0.0033582648324344553 0.0056577094714157289 -0.0027534731663763526 0.0041756659463951084 -0.0015637544837469857 0.0047380387583481412 0.0051539953033418653 -0.0044948685666426061 0.0020139814344778038 -0.0037416339630172366 0.0040484636412549983 0.002367009414808342 -0.0075383631960721691 -0.0051688378432299944 -0.0012574259806150132 -0.0018810257269069553 -0.0045864844215429915 0.00038626999613513386 -0.0038119682429910255 -0.00038147202263084744 -0.0076098457551919494 0.00039614115092085635 0.0031194275958583723 0.0013519697766720415 9.1004137839339252e-05 -0.0067913290314291696 -7.4565029265641263e-05 0.0032093439152908508
leaf_weight=21 25 23 31 20 20 33 24 21 22 31 24 21 34 27 20 20 26 20 32 121 27 26 26 41 31 38 2159 22 99 36
leaf_count=21 25 23 31 20 20 33 24 21 22 31 24 21 34 27 20 20 26 20 32 121 27 26 26 41 31 38 2159 22 99 36
internal_value=0 -1.34862e-05 -0.00152905 1.43954e-05 -4.11327e-06 1.42097e-05 0.00175907 -1.95732e-05 -0.000619627 -0.000898928 0.00124103 -0.000671972 -0.00129942 -0.000996491 -0.00129921 -0.000812211 -0.00398827 0.00185236 -0.00153164 -0.000949769 -0.000379625 0.00190597 9.50001e-05 0.00212125 4.37347e-05 -0.00228877 0.000107339 6.70221e-05 -0.00129579 0.000142148
internal_weight=0 3100 56 3044 3021 3001 57 2944 472 425 67 45 358 327 300 254 46 54 200 168 148 47 2472 61 2411 64 2347 2316 121 2195
internal_count=3121 3100 56 3044 3021 3001 57 2944 472 425 67 45 358 327 300 254 46 54 200 168 148 47 2472 61 2411 64 2347 2316 121 2195
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=31
num_cat=0
split_feature=1212 12 13 133 1213 12 12 4 402 0 401 402 13 42 401 402 1208 133 133 52 52 131 130 398 130 482 2 1213 401 401
split_gain=0.00859046 0.046485 0.10954 0.0578826 0.0205138 0.0311527 0.0394559 0.0278192 0.0149857 0.0711819 0.105428 0.0129154 0.0660657 0.108216 0.0151082 0.0133207 0.0300708 0.0262827 0.038149 0.0256731 0.0458778 0.0247578 0.0218969 0.0277689 0.0249185 0.0215114 0.0203987 0.0203933 0.0203253 0.0471298
threshold=-0.040879999999999993 0.08598500000000002 -0.089109999999999981 0.10995500000000001 -0.15413999999999997 0.094835000000000017 0.089300000000000004 -0.078629999999999992 0.11174500000000002 -0.071339999999999987 0.10910000000000002 0.095250000000000015 -0.085744999999999988 -0.010544999999999997 0.092045000000000016 -0.090599999999999986 0.080860000000000015 -0.0036349999999999998 0.51834500000000017 0.11434500000000002 0.086450000000000013 0.11891000000000002 0.12174000000000001 0.10071000000000001 0.13906000000000002 0.11816500000000001 0.086885000000000004 -0.021674999999999996 0.083100000000000021 0.021890000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 -3 11 10 -10 14 -13 -14 15 17 21 -2 19 20 27 22 23 25 -24 28 -20 -19 29 -17
right_child=8 3 -4 -5 5 -7 -8 -9 9 -11 -12 12 13 -15 -16 16 -18 18 26 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00086351981529636166 -0.0020372255739418729 0.004853046756364744 0.0087662241926106318 -0.0046185814011842014 0.00059982023457996552 0.0020170256916073061 -0.0052798775379501641 0.00028936632477459225 -0.0077555909632118772 0.0036911404062993829 0.00092781888785699773 -0.0023590347311897753 0.00010835983050175203 0.0091557754669338472 -0.0027847020770423118 -6.6688517987261654e-05 -0.0038573489169634527 0.0042844239016994841 -0.0035724612074859797 -0.00066294391139375955 0.0063421690681328378 -0.002912849319012215 0.0046786428296140261 -0.003313794643439066 -3.8202956784516576e-05 0.0024329377537859339 0.00069522044504992668 0.0005644392492935627 0.0018717600081010529 -0.0049421889398945503
leaf_weight=27 29 22 21 25 25 31 21 34 27 20 29 34 39 20 20 2292 21 20 21 27 27 30 21 26 24 35 24 56 53 20
leaf_count=27 29 22 21 25 25 31 21 34 27 20 29 34 39 20 20 2292 21 20 21 27 27 30 21 26 24 35 24 56 53 20
internal_value=0 0.00062409 0.00334949 -0.000203881 0.00062595 -0.00043317 -0.00208439 0.00208224 -4.41038e-05 -0.00142989 -0.00325883 -7.00636e-06 0.00115198 0.00317528 -4.62583e-05 -2.61671e-05 -8.90371e-05 0.00075108 0.00121314 0.00208182 0.00280132 -5.7396e-05 -2.27284e-05 -6.32714e-05 0.00216299 -2.80574e-05 -0.00129636 0.00154338 -6.4478e-05 -0.000108864
internal_weight=0 206 48 158 133 77 46 56 2915 76 56 2839 93 59 2746 2726 2522 204 175 130 103 2501 2471 2426 45 2400 45 76 2365 2312
internal_count=3121 206 48 158 133 77 46 56 2915 76 56 2839 93 59 2746 2726 2522 204 175 130 103 2501 2471 2426 45 2400 45 76 2365 2312
is_linear=0
shrinkage=0.1


Tree=835
num_leaves=31
num_cat=0
split_feature=402 1210 3 1210 1209 1185 42 1203 131 132 2 2 2 16 2 3 51 0 12 2 12 12 480 124 14 483 1456 1455 159 1371
split_gain=0.00772067 0.00792222 0.125589 0.0181229 0.0132846 0.0120978 0.027263 0.0158441 0.0179519 0.0161511 0.0134927 0.0469627 0.0429417 0.0811184 0.0679707 0.036843 0.0333447 0.0814012 0.0782508 0.0440405 0.0459138 0.036189 0.0320069 0.0294016 0.0383778 0.0356076 0.0401644 0.0371174 0.0467566 0.0366567
threshold=0.27918000000000004 -0.091799999999999979 -0.082484999999999989 -0.083289999999999989 -0.084629999999999997 0.087675000000000017 -0.016354999999999998 -0.054459999999999988 0.13707500000000003 0.13831000000000002 0.089125000000000024 0.088850000000000012 0.090175000000000019 -0.077074999999999991 0.090545000000000014 -0.083489999999999995 0.08955500000000001 -0.23001499999999997 0.083935000000000023 0.085105000000000014 0.09320500000000001 0.11734000000000001 -0.068944999999999992 -0.086944999999999981 0.062655000000000016 -0.095689999999999983 -0.16130999999999998 -0.072959999999999983 0.11389500000000001 0.083235000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 7 -7 -6 9 10 11 16 13 -12 -14 -15 17 -9 -18 20 -20 23 -16 -19 25 -25 -27 -28 29 -29
right_child=-2 3 -4 4 5 6 -8 8 -10 -11 12 -13 14 15 22 -17 18 21 19 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.0025620485994626175 0.0015965022220431517 0.002411155347081442 -0.0074804440548177815 0.0020074918589671142 -0.0028060153747598332 -0.00020603553291309525 0.0043765263029490594 0.0058577407556383507 0.0025665477643577526 -0.0029048177786171435 0.0061323066964499 -0.0042538839777738887 -0.0050435495992692623 -0.0023750923070756181 0.0034645972274509928 0.0026292119657487741 -0.0057607823776613387 0.0024101308623624106 0.0051673663221828807 -0.0028838582416730266 -0.00089087517659083523 0.0036206705137155955 4.6835354744985131e-05 0.0027913580176812647 -0.0037297193921403959 -0.0045518843711099847 0.002643315851969948 -0.00035471022946786344 -0.0049158046360720294 0.0033792889258755301
leaf_weight=33 30 31 20 32 21 37 20 23 26 20 34 29 26 31 28 28 35 41 22 35 29 25 1280 38 32 22 43 1001 22 27
leaf_count=33 30 31 20 32 21 37 20 23 26 20 34 29 26 31 28 28 35 41 22 35 29 25 1280 38 32 22 43 1001 22 27
internal_value=0 -1.5495e-05 -0.00122757 5.65049e-06 -1.91485e-05 -4.09477e-05 0.00140188 -6.91318e-05 -4.92925e-05 -7.29817e-05 -5.31162e-05 -0.000270891 0.000164201 0.00224181 1.93596e-05 -1.68245e-07 -0.00018809 -3.74176e-05 -0.00177451 -0.00015219 0.00172248 -0.000145802 0.000119998 -0.000222606 -0.000313696 -0.000218889 -0.00032148 -0.000236331 -0.000354259 -0.000256638
internal_weight=0 3091 53 3038 3007 2975 57 2918 2897 2871 2851 1424 1427 93 1334 59 1395 1274 121 86 51 1251 1308 1226 1185 1153 1115 1093 1050 1028
internal_count=3121 3091 53 3038 3007 2975 57 2918 2897 2871 2851 1424 1427 93 1334 59 1395 1274 121 86 51 1251 1308 1226 1185 1153 1115 1093 1050 1028
is_linear=0
shrinkage=0.1


Tree=836
num_leaves=31
num_cat=0
split_feature=104 2 40 130 13 403 0 3 4 376 123 38 40 39 39 39 3 13 2 1454 481 13 15 15 400 158 43 50 4 3
split_gain=0.00779141 0.0120576 0.012812 0.0272304 0.0098413 0.0376479 0.0332111 0.040101 0.042233 0.0129797 0.0204398 0.0155109 0.0215234 0.0174252 0.0167424 0.0384736 0.0286963 0.0174735 0.0775996 0.0162958 0.038487 0.0189739 0.0182124 0.0442579 0.0315363 0.0325525 0.0529538 0.0375657 0.0713956 0.0709829
threshold=0.089050000000000004 0.31765000000000004 -0.24452499999999996 -0.22229499999999999 0.19762500000000002 0.092070000000000013 -0.019414999999999998 -0.042499999999999989 -0.090289999999999981 -0.11750499999999998 -0.043329999999999994 0.10777500000000002 0.064905000000000018 0.10308000000000002 0.090455000000000021 0.088550000000000004 -0.014944999999999998 0.11217000000000001 0.08839000000000001 0.095590000000000022 -0.059779999999999993 -0.072819999999999982 0.088235000000000022 0.088495000000000018 -0.082934999999999995 0.11054500000000002 -0.0077799999999999996 0.089465000000000017 -0.081224999999999978 -0.076514999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 9 6 7 8 -6 -5 -11 12 13 14 15 17 -16 19 -19 22 -21 -22 -12 -24 -25 27 -27 -26 -29 -30
right_child=-2 -3 3 4 5 -7 -8 -9 -10 10 11 -13 -14 -15 16 -17 -18 18 -20 20 21 -23 23 24 25 26 -28 28 29 -31
leaf_value=-0.0025198881514370444 0.0019196952709795109 -0.0024604331403679683 0.0033061946525704115 0.0024489257632839411 0.00084579489462507462 0.003079517302103341 -0.0052093151845924914 0.002786638055745836 -0.0045801851781561709 -0.0030257264584096534 -0.0001213837951689469 0.0027418093442628608 0.003060764901886654 -0.0021098678892042537 0.0046524955126057777 -0.0037722938327567172 -4.9096730072051288e-05 -0.003224875051528216 0.0045439899853792869 -0.0052152328006923199 0.0017627696751982775 -0.0017080937563959096 0.0051284859143197539 0.0036866828281846317 -0.00051579146761055611 0.0061083625840104147 -0.00092727951268898332 0.0056280181577969945 -0.0011928960186551416 0.0052040901352566754
leaf_weight=20 21 20 25 22 26 20 21 23 32 22 1943 21 23 39 21 27 34 20 36 20 28 36 20 27 396 23 20 31 82 22
leaf_count=20 21 20 25 22 26 20 21 23 32 22 1943 21 23 39 21 27 34 20 36 20 28 36 20 27 396 23 20 31 82 22
internal_value=0 -1.30044e-05 2.88801e-06 1.93767e-05 -7.69754e-06 -0.000887605 -0.00166547 -0.000746699 -0.00214785 2.91541e-05 1.074e-05 3.40242e-05 1.40581e-05 -1.0747e-05 1.86377e-05 -1.6151e-05 0.00174606 2.13548e-05 0.0017694 -1.56128e-05 -0.00138617 -0.000189591 2.92885e-05 0.000500716 0.000346714 0.000189607 0.00283597 -2.46937e-05 0.00141586 0.000160313
internal_weight=0 3100 3080 3060 3035 122 102 81 58 2913 2891 2869 2848 2825 2786 2731 55 2704 56 2648 84 64 2564 621 601 574 43 531 135 104
internal_count=3121 3100 3080 3060 3035 122 102 81 58 2913 2891 2869 2848 2825 2786 2731 55 2704 56 2648 84 64 2564 621 601 574 43 531 135 104
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=31
num_cat=0
split_feature=1208 1208 16 16 1210 50 50 16 3 1429 457 0 0 4 43 51 42 16 50 51 52 52 158 399 42 12 399 4 16 1446
split_gain=0.00816843 0.0613494 0.0574274 0.0533823 0.0088981 0.00969028 0.0395236 0.026633 0.0258489 0.0308052 0.0290294 0.0273323 0.0255725 0.0270851 0.0196986 0.0249511 0.0437853 0.025221 0.0196158 0.0193824 0.0257838 0.0171942 0.0264924 0.0189621 0.0596762 0.0392095 0.0264331 0.0172102 0.076768 0.054161
threshold=0.10233500000000001 0.086590000000000014 -0.079734999999999986 -0.071359999999999993 0.0028200000000000005 0.10861000000000003 0.094920000000000018 -0.034884999999999992 0.10542000000000001 0.083985000000000018 -0.085584999999999981 -0.09595999999999999 -0.085669999999999982 -0.008819999999999998 -0.083879999999999996 0.11794000000000002 0.10369500000000002 -0.040964999999999994 0.092410000000000006 -0.0057349999999999996 0.008405000000000001 0.51358000000000004 -0.14117999999999997 0.09141500000000001 -0.050249999999999996 0.090695000000000012 0.088595000000000021 -0.080584999999999976 -0.15241499999999997 0.088360000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 6 18 19 9 10 -7 -12 13 -13 -14 16 -16 -17 21 -8 -21 22 -1 26 -25 -26 27 28 -24 -30
right_child=2 -3 3 -5 -6 8 7 -9 -10 -11 11 12 14 -15 15 17 -18 -19 -20 20 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-0.0034909356089139528 0.0055389293096959596 -0.0050588873307181835 -0.004518524787965275 0.0027002881164662541 0.0016756878969317768 0.0035350303864106537 -0.0011308675306720725 0.0046401141596456559 -0.0030518970484586642 -0.0027959413084691059 0.0033710254845209422 -0.0045878546778112652 0.0028993471100440494 -0.00014885295032789666 -0.0047968275952511115 -0.00082015839710446268 0.00095271754371761179 0.0035140416137874131 -0.0026574686897220092 0.003172282160550822 -0.0010032117810277713 0.0016910926639388505 -0.0063631656008683859 0.0028323991412651682 -0.00098565502989071403 -0.006672883918508888 0.0031533082377993397 0.00018196775332643284 -5.851270773939288e-05 -0.0049949960864108548
leaf_weight=22 20 24 21 20 32 24 29 26 36 39 20 27 23 28 26 29 27 25 28 50 21 59 21 21 27 22 27 1664 660 23
leaf_count=22 20 24 21 20 32 24 29 26 36 39 20 27 23 28 26 29 27 25 28 50 21 59 21 21 27 22 27 1664 660 23
internal_value=0 -2.28416e-05 0.00114583 -0.000997153 1.6969e-05 -7.00422e-07 5.95657e-05 0.00178885 -0.000535959 -0.000197997 0.000244448 -0.000140791 -0.000520447 -0.002328 0.000244287 -0.000326427 -0.00186781 0.00118642 -2.50843e-05 0.00104752 0.00193728 3.86568e-06 -3.6161e-05 -5.32733e-06 -0.00162765 -0.0035391 4.20893e-05 6.6151e-06 -0.000407855 -0.000224749
internal_weight=0 3060 61 41 3036 3004 2700 126 304 268 229 205 185 55 130 107 53 54 2574 100 71 2546 2487 2465 70 49 2395 2368 704 683
internal_count=3121 3060 61 41 3036 3004 2700 126 304 268 229 205 185 55 130 107 53 54 2574 100 71 2546 2487 2465 70 49 2395 2368 704 683
is_linear=0
shrinkage=0.1


Tree=838
num_leaves=31
num_cat=0
split_feature=158 1455 0 3 482 484 1419 474 474 2 1446 51 12 48 44 12 42 3 3 39 160 474 16 16 4 3 3 16 9 42
split_gain=0.00835934 0.0383335 0.0216218 0.0189955 0.0117043 0.0132016 0.00963333 0.0197271 0.0493413 0.0484812 0.0202334 0.0120508 0.0295423 0.0152162 0.0293506 0.0133548 0.0171986 0.0130714 0.0402718 0.0703306 0.0337204 0.0366898 0.0410865 0.17108 0.0389371 0.0363751 0.0864317 0.0262758 0.038227 0.0391739
threshold=-0.46278499999999995 0.11192500000000001 -0.076234999999999983 -0.073884999999999992 0.11816500000000001 0.29764000000000007 0.11420000000000001 0.11085000000000002 0.10341500000000002 0.11067500000000001 0.11655500000000001 0.15466000000000005 0.093965000000000007 0.14174500000000004 0.094585000000000016 0.22926500000000002 0.14766000000000004 -0.0049599999999999991 -0.010424999999999999 0.086040000000000019 0.10830500000000001 0.087035000000000015 -1.0000000180025095e-35 0.10246000000000001 -0.033174999999999989 0.099930000000000005 0.11296500000000002 -0.5335399999999999 -0.08619499999999998 0.086730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 6 7 8 10 -9 11 13 -13 14 15 16 17 18 -2 -20 21 22 24 -24 -19 -25 -27 -26 -29 -30
right_child=1 -3 -4 -5 -6 -7 -8 9 -10 -11 -12 12 -14 -15 -16 -17 -18 20 19 -21 -22 -23 23 25 27 26 -28 28 29 -31
leaf_value=0.00035160504200536274 -4.0111313205251234e-05 -0.0042820015618677387 -0.0014643014514480125 0.0044617406092584133 0.0022525114057909534 -0.0025104514422959519 0.0020904615479098126 -0.0049000215647673172 0.004855018881859169 0.001092639234762087 -0.0027868728511608563 0.0032930330663969339 -0.001207810202613473 -0.0021492462729149724 0.0038278078328585251 0.0023317003118184707 -0.0021788925114968739 -0.0035028456021488335 -0.0075105969980359087 -0.00015032558412467306 -0.0030267742498276328 -0.0022492549065739301 0.010983348393929192 0.0030267236839312032 -0.001188958987718095 -0.0059261825672971705 0.0026277473250283273 -0.0026408545946216455 0.0023409062671730188 -0.0014030060309724993
leaf_weight=23 2168 21 22 22 23 21 22 27 21 27 26 35 25 33 20 24 37 24 20 37 26 39 20 38 58 21 27 23 157 34
leaf_count=23 2168 21 22 22 23 21 22 27 21 27 26 35 25 33 20 24 37 24 20 37 26 39 20 38 58 21 27 23 157 34
internal_value=0 -2.42405e-05 0.00110493 0.002361 5.23952e-06 -1.19323e-05 5.62167e-06 -9.8372e-06 2.52703e-05 -0.00190369 -9.8005e-06 1.53928e-05 0.00141768 -1.4592e-05 1.08114e-05 -1.69184e-05 -3.75731e-05 -8.14193e-06 -0.000109095 -0.00273288 0.000472842 0.000679169 0.000963269 0.00265266 0.000358285 0.000715289 -0.0011146 0.000698974 0.00121066 0.00167445
internal_weight=0 3054 67 45 3033 3010 2989 2967 2913 54 2892 2866 60 2806 2773 2753 2729 2692 2225 57 467 441 402 106 296 86 48 272 214 191
internal_count=3121 3054 67 45 3033 3010 2989 2967 2913 54 2892 2866 60 2806 2773 2753 2729 2692 2225 57 467 441 402 106 296 86 48 272 214 191
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=31
num_cat=0
split_feature=10 2 39 15 46 447 11 33 9 2 376 295 96 10 447 1348 14 52 148 147 150 150 150 13 13 481 1211 1213 133 49
split_gain=0.00775739 0.0345806 0.00843289 0.0252576 0.00922671 0.0158397 0.0130953 0.0127639 0.0125762 0.0535558 0.0144135 0.0140162 0.0242938 0.0182478 0.0143314 0.015777 0.0159865 0.024005 0.0185627 0.0215655 0.0138684 0.0213131 0.0234284 0.0159977 0.0435879 0.0702196 0.040974 0.0608739 0.0608602 0.0362284
threshold=-0.39453499999999991 0.17760500000000004 -0.0091949999999999983 -0.093959999999999988 -0.043074999999999995 0.094580000000000011 -1.0000000180025095e-35 -0.012019999999999998 0.091600000000000015 -0.18970999999999996 -0.084379999999999983 0.084575000000000011 0.083725000000000008 -1.0000000180025095e-35 0.089635000000000006 0.084370000000000014 0.086645000000000014 -0.087769999999999987 0.090290000000000023 0.087350000000000025 -0.14718999999999996 -0.096799999999999983 -0.088479999999999989 -0.084419999999999981 -0.083764999999999992 -1.0000000180025095e-35 0.087635000000000005 0.104315 0.10722500000000001 0.11560500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6 -8 10 -10 -9 12 13 -12 15 16 18 -18 19 20 -15 -22 -23 26 25 -25 27 28 29 -24
right_child=1 -3 4 -5 5 -7 7 8 9 -11 11 -13 -14 14 -16 -17 17 -19 -20 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0014015060401736546 -0.00064191531220620334 -0.0039682095108384439 0.0019004871137440205 0.0035256087439707838 -0.0024380912115289409 -0.0025352006254834125 -0.0023888150992041283 0.0023472717622868146 -0.0017215505835007539 0.0053386381694248749 -0.0024792584207413409 -0.0024765666270547587 0.0030447072062927943 0.002417568502056858 0.0022512818088996161 -0.0020195709992176258 -0.00044874763559727446 0.0043326603294449994 -0.002917084019546482 0.0030484477908391018 -0.0033006673373165542 0.0033857055217958992 -0.00049602337923933021 0.0072429982733658764 2.5839642196599377e-05 -0.00036786536651628991 0.0026195093500995786 -0.0060709494352340701 0.0043685494288802145 -0.0041144994480920771
leaf_weight=39 33 22 25 26 22 25 22 26 22 21 30 23 26 23 28 39 21 21 22 23 20 20 603 22 1775 27 41 20 25 29
leaf_count=39 33 22 25 26 22 25 22 26 22 21 30 23 26 23 28 39 21 21 22 23 20 20 603 22 1775 27 41 20 25 29
internal_value=0 -1.77348e-05 1.06673e-05 0.00119462 -1.26094e-05 -2.86804e-05 -7.44591e-06 1.08109e-05 2.89711e-05 0.00172645 3.48525e-06 -1.79871e-05 2.10079e-06 -2.62634e-05 4.09238e-07 -2.26682e-05 6.26169e-06 0.00194196 -2.44172e-05 -2.01618e-07 -2.71187e-05 -4.88955e-05 -2.35109e-05 -5.0334e-05 0.000107061 0.00304926 -0.000450178 -0.000636082 -0.000470638 -0.000662061
internal_weight=0 3082 3060 59 3001 2976 2951 2929 2907 43 2864 2838 2815 2789 2759 2731 2692 42 2650 2628 2605 2582 2562 2542 1824 49 718 677 657 632
internal_count=3121 3082 3060 59 3001 2976 2951 2929 2907 43 2864 2838 2815 2789 2759 2731 2692 42 2650 2628 2605 2582 2562 2542 1824 49 718 677 657 632
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=31
num_cat=0
split_feature=45 1447 1446 1446 160 479 4 3 159 159 50 50 4 2 159 1456 49 1 159 158 158 52 43 4 16 51 0 160 160 159
split_gain=0.00803438 0.00790498 0.0285775 0.0197627 0.016133 0.0256486 0.0196677 0.012159 0.0118753 0.0112973 0.0158301 0.0216079 0.0212942 0.027528 0.0144109 0.0444891 0.0480915 0.0318159 0.0156683 0.0155067 0.0519412 0.0429003 0.0358877 0.0183534 0.0249239 0.0583791 0.041345 0.0251553 0.072329 0.0327405
threshold=-0.067109999999999989 -0.085804999999999979 0.087090000000000015 0.083715000000000026 -0.54913999999999985 0.10061500000000002 -0.047864999999999991 -0.085784999999999986 0.14765500000000001 0.13255000000000003 -0.47248999999999991 -0.16990499999999997 0.0082450000000000006 0.11870500000000002 0.10395500000000001 -0.06457499999999998 -0.0049799999999999992 0.084165000000000004 0.10141500000000002 0.10398500000000001 0.086290000000000019 -0.078224999999999975 -0.011694999999999999 0.51388000000000011 -0.16927999999999996 0.067785000000000012 -0.23194499999999998 -0.089974999999999986 -0.088244999999999976 0.080005000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 8 -3 -5 9 10 -6 12 -12 -14 18 -16 -17 -18 19 20 23 -22 -21 24 25 -13 -26 29 -29 -28
right_child=1 4 -4 7 5 -7 -8 -9 -10 -11 11 14 13 -15 15 16 17 -19 -20 22 21 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.0019493979756676017 -0.0015043987316618625 0.0038029332836158575 -0.0030976639783664331 0.0034309324948117136 0.0025546003077179195 -0.0026743976695330018 -0.00029669125664936888 0.00024777195571611327 0.0020624102265895182 -0.0018700423380059582 0.00051532684592530136 -0.00051811367840089498 -0.0055671103891323914 -0.00044102744432166223 0.0052547579542511985 0.0044117596799042079 -0.0034337850883646216 0.00038387689123179345 -0.002589553117919106 0.001352527126506348 0.00029927365637073914 0.0056471863761544229 -0.0041593779098346006 0.0021465475050111613 0.0042997311213580167 -0.0061072026530746377 0.0006491041977481428 -0.0060613148103584539 -1.4851454005786918e-05 0.0047321358113549651
leaf_weight=21 38 25 37 20 25 35 22 30 29 31 26 285 22 20 21 25 27 114 23 21 30 30 27 39 23 20 183 20 1830 22
leaf_count=21 38 25 37 20 25 35 22 30 29 31 26 285 22 20 21 25 27 114 23 21 30 30 27 39 23 20 183 20 1830 22
internal_value=0 1.32056e-05 -0.000765831 0.000214598 4.59382e-05 1.64345e-05 0.00188396 0.00152104 4.89886e-05 2.86013e-05 4.93772e-05 2.70728e-05 -0.0017338 -0.00312612 7.07733e-05 0.000918148 0.000369541 -0.000347165 8.70555e-06 3.23261e-05 6.67547e-05 0.00297323 -0.00174792 -5.24719e-06 -4.04633e-05 -0.000884611 8.34372e-05 3.62475e-05 -8.02186e-05 0.00108728
internal_weight=0 3100 125 88 2975 2928 47 50 2893 2864 2833 2808 68 42 2740 187 166 141 2553 2530 2482 60 48 2422 2383 305 2078 2055 1850 205
internal_count=3121 3100 125 88 2975 2928 47 50 2893 2864 2833 2808 68 42 2740 187 166 141 2553 2530 2482 60 48 2422 2383 305 2078 2055 1850 205
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=31
num_cat=0
split_feature=402 3 129 401 52 0 3 0 52 2 14 2 42 42 0 43 11 4 475 43 9 13 454 1348 448 160 160 160 160 3
split_gain=0.00740318 0.00799654 0.0360725 0.0815743 0.0290633 0.0390479 0.108625 0.0357555 0.0281929 0.0362908 0.02044 0.0526128 0.0184241 0.0215027 0.0156855 0.0642556 0.0291208 0.0198139 0.0247402 0.0194493 0.0148162 0.0401577 0.0185107 0.0172794 0.0202679 0.0159414 0.0239425 0.0202032 0.0207947 0.0491585
threshold=0.27918000000000004 -0.13309499999999996 0.085135000000000016 0.080190000000000011 -0.56022499999999986 -0.0058249999999999994 -0.20241999999999996 -0.099059999999999995 -0.5425549999999999 0.11018500000000002 0.018475000000000002 0.087955000000000019 0.084755000000000011 0.09832500000000001 0.10455500000000001 -0.014584999999999999 -0.011194999999999998 -0.39518999999999993 -0.011519999999999997 -0.085594999999999991 0.085355000000000014 -0.039649999999999998 0.088225000000000012 0.090205000000000021 -1.0000000180025095e-35 0.51752500000000012 0.50959500000000013 0.3961050000000001 0.11655500000000001 -0.075944999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 8 12 -7 -10 14 -12 -6 -14 16 19 -3 18 -18 -16 22 -22 23 24 -19 26 27 28 -26 -30
right_child=-2 10 -4 -5 5 6 -8 -9 9 -11 11 -13 13 -15 15 -17 17 20 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.001726783404038066 0.0015633315199374922 0.0036295812407677827 0.0038896243819700818 -0.0051008788213409767 -0.00048104419709286755 0.0037817766978627161 0.0083051589550450448 -0.0025644409028478922 0.0014893988288487451 -0.0039089875272475183 -0.0060512517485767602 0.0005273722269902787 0.0049558124633040284 0.00031871432205662133 0.0030929367453791205 -0.0055631267260760073 -6.6763521056437198e-05 -0.0019857529186728326 0.0036848998886853225 -0.0011709629621295989 0.0005948947772624032 -0.0049914783459495413 0.0025697924873114703 0.0027273898732594472 -2.5708073245429994e-05 0.0022087316975117691 -0.0035190576966851947 0.003120328551158309 0.00039576798409336446 -0.0057933591228599354
leaf_weight=42 30 22 28 27 36 21 25 39 33 20 20 31 20 20 20 25 39 55 32 23 31 22 27 22 2286 31 20 20 33 21
leaf_count=42 30 22 28 27 36 21 25 39 33 20 20 31 20 20 20 25 39 55 32 23 31 22 27 22 2286 31 20 20 33 21
internal_value=0 -1.51731e-05 0.000465715 0.000126953 0.000678326 0.00115036 0.00260623 -0.000102959 0.000680915 -0.000547728 -6.89702e-05 -0.00205248 0.00116017 0.00263726 -3.19021e-05 -0.00153164 6.42271e-06 -2.37817e-05 0.00162413 0.000812246 -6.93431e-05 -0.00172398 -3.4474e-05 -6.27358e-05 -8.76274e-05 -4.43271e-05 -7.36737e-05 -4.44755e-05 -7.15252e-05 -0.00201111
internal_weight=0 3091 311 283 256 214 99 115 74 53 2780 51 76 40 2729 68 2661 2639 71 43 2568 53 2515 2488 2466 2411 2380 2360 2340 54
internal_count=3121 3091 311 283 256 214 99 115 74 53 2780 51 76 40 2729 68 2661 2639 71 43 2568 53 2515 2488 2466 2411 2380 2360 2340 54
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=31
num_cat=0
split_feature=10 2 48 147 2 1348 0 148 1375 2 457 0 1428 2 2 13 3 1 2 1455 0 42 48 158 12 12 475 12 15 4
split_gain=0.00722234 0.0288935 0.0078979 0.0193802 0.0176603 0.00913021 0.0154184 0.0131246 0.0126146 0.051174 0.0255445 0.0143516 0.0158862 0.0143758 0.0739806 0.108116 0.0424331 0.14568 0.0310008 0.0310361 0.0285796 0.051678 0.0299392 0.0273064 0.0272174 0.0718706 0.0500761 0.045866 0.0851051 0.0613499
threshold=-0.39453499999999991 0.17760500000000004 -0.14001 0.11204500000000002 0.15950500000000004 -0.047944999999999995 -0.26609999999999995 -0.08670499999999999 0.089070000000000024 0.092875000000000013 0.41269500000000009 -0.23811499999999999 -0.079254999999999978 0.090935000000000016 0.090310000000000015 -0.049279999999999997 0.086245000000000016 0.08592000000000001 0.091265000000000013 -0.091604999999999978 -0.10011499999999998 -0.088249999999999981 0.083685000000000009 -0.25545499999999993 0.085885000000000017 0.08598500000000002 -0.086424999999999988 0.08493500000000001 0.083195000000000005 -0.085719999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 10 -10 11 -9 -13 14 16 -16 20 -18 -15 -20 21 -14 -23 -21 26 -26 -22 29 -29 -28
right_child=1 -3 3 -5 -6 6 7 8 9 -11 -12 12 13 18 15 -17 17 -19 19 23 24 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0013523093365037289 0.0015968987628096534 -0.0036281572199765252 -0.0021379451919347047 -0.0031099982326850298 0.0027150253270519899 0.0027730271022301171 0.0022685751295066438 -0.0022831929016060063 0.00095294145641908537 -0.0055351021094247705 0.003470156164396377 0.0024059976502839066 -0.0030449729706363187 0.003470364005650105 -0.0084402747756729905 0.001206859433469141 -0.0094846774336128023 0.00044042631611227985 -0.0033251286940649155 0.0031638416258858576 0.0033880062600863837 0.0014427097740880416 0.0056578764214646072 0.00015243311456166947 0.0061244681850075727 6.0958346870277491e-05 -0.0033568527924402037 -0.0061580733650109989 -0.00057576012461342746 0.00016872979589161274
leaf_weight=39 31 22 20 20 24 20 25 28 31 20 21 27 23 29 26 21 21 50 25 31 28 107 20 1050 20 865 59 44 72 302
leaf_count=39 31 22 20 20 24 20 25 28 31 20 21 27 23 29 26 21 21 50 25 31 28 107 20 1050 20 865 59 44 72 302
internal_value=0 -1.71123e-05 8.84948e-06 -7.40325e-06 1.32188e-05 -8.50422e-06 5.85963e-06 -1.29327e-05 -3.24661e-05 -0.00159139 -4.75436e-06 -3.03769e-05 -8.00856e-06 -3.13448e-05 -0.000219054 -0.00412985 -0.000104959 -0.00249517 0.00024286 0.000158233 5.23879e-06 0.00131662 0.00210652 0.000238792 -0.000136277 0.000197987 -0.000722067 -0.000963329 -0.00269319 -0.000407473
internal_weight=0 3082 3060 3029 3009 2985 2965 2945 2920 51 2869 2848 2820 2793 1658 47 1611 71 1135 1106 1540 150 127 1081 1390 885 505 477 116 361
internal_count=3121 3082 3060 3029 3009 2985 2965 2945 2920 51 2869 2848 2820 2793 1658 47 1611 71 1135 1106 1540 150 127 1081 1390 885 505 477 116 361
is_linear=0
shrinkage=0.1


Tree=843
num_leaves=31
num_cat=0
split_feature=1212 12 13 3 3 12 133 401 2 12 133 15 52 159 159 159 15 402 402 11 472 1425 14 12 16 49 1420 3 3 3
split_gain=0.00768326 0.0529173 0.108086 0.0521955 0.0164459 0.0295575 0.0278794 0.0159485 0.012847 0.0124017 0.0615895 0.0713461 0.0369576 0.0338023 0.148591 0.0554124 0.0540084 0.0342519 0.0534027 0.0447553 0.0318221 0.0403124 0.0357345 0.0298196 0.0293645 0.0357813 0.0273148 0.025828 0.0253315 0.0730937
threshold=-0.063924999999999996 0.08598500000000002 -0.089109999999999981 -0.087429999999999994 -0.06977499999999999 0.090995000000000006 -0.095184999999999978 0.11857000000000002 0.09167500000000002 0.086420000000000011 0.11524500000000001 0.085035000000000013 0.5140450000000002 -0.071469999999999992 -0.085604999999999987 -0.092414999999999983 -0.094329999999999983 0.10389500000000002 0.095250000000000015 0.080320000000000016 1.0000000180025095e-35 0.095135000000000011 0.08104500000000002 0.086700000000000013 -0.5335399999999999 -0.18481499999999998 -0.083279999999999979 -0.084524999999999975 -0.087429999999999994 -0.086769999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 9 -7 10 12 -12 13 14 15 16 -2 18 19 28 21 22 23 27 -25 -26 -27 -11 -15 -30
right_child=7 3 -4 4 -6 8 -8 -9 -10 20 11 -13 -14 17 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.00059490087269632903 -0.0024842283476821402 -0.0046963191449480215 0.0091043025860562937 -0.00073856194131076338 0.0025728010797295077 -0.0035963960943500638 0.0040330410896179582 -0.0028549273207318041 -0.00035188626497983932 0.00033049688042540641 -0.00024752894726892314 -0.0083345892839133736 -0.0039271356356330219 0.00089162878002094085 0.0094297505449503667 -0.0043471031923494911 0.0037724593226369976 -0.0035319900419563052 0.0050129426049534236 -0.0043839306589215999 0.0041337978513911371 -0.0039472136995755136 -0.0037281177877246038 0.0038790018907526418 -0.0034273487008509361 -0.0030927887714933605 0.00024256201288239522 0.0052334615008228207 -0.0049547252753241499 -0.00015884017818181505
leaf_weight=27 22 23 20 25 29 23 24 20 26 21 24 20 25 207 20 23 37 30 20 25 20 24 23 21 28 25 1375 22 33 859
leaf_count=27 22 23 20 25 29 23 24 20 26 21 24 20 25 207 20 23 37 30 20 25 20 24 23 21 28 25 1375 22 33 859
internal_value=0 0.000604479 0.00353242 -0.000312942 0.000480898 -0.000138135 0.00159855 -4.07258e-05 -0.00187482 -2.13443e-05 -0.000243831 -0.00392347 -0.000119385 -4.47821e-05 0.00170137 -0.000183602 0.00143946 -0.000196492 -0.000109023 -0.000200161 0.000170602 0.000119099 0.000183516 0.000243816 0.000166802 0.000112211 0.000183002 0.00283899 -0.000104989 -0.000336266
internal_weight=0 197 47 150 127 98 49 2924 49 2904 1345 44 1301 1276 102 82 59 1174 1144 1124 1559 1539 1515 1492 1449 1428 1400 43 1099 892
internal_count=3121 197 47 150 127 98 49 2924 49 2904 1345 44 1301 1276 102 82 59 1174 1144 1124 1559 1539 1515 1492 1449 1428 1400 43 1099 892
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1208 15 15 15 131 52 43 16 3 4 3 2 13 0 13 3 0 403 133 1211 1453 159 14 12 10 10 13
split_gain=0.00711595 0.0224922 0.0188329 0.0662201 0.0088279 0.0505287 0.0460553 0.0648277 0.126561 0.0575215 0.060165 0.034116 0.0333008 0.0512999 0.0291733 0.0564248 0.0735548 0.0359514 0.0449476 0.0332188 0.0392577 0.0272404 0.0218107 0.0194513 0.0170592 0.017059 0.0550274 0.0155841 0.0192832 0.0189495
threshold=0.11846000000000001 0.10383000000000002 0.2506000000000001 0.092250000000000013 0.09116500000000001 0.090455000000000021 0.093115000000000017 0.080385000000000012 0.40411000000000002 0.035560000000000008 -0.074319999999999983 -0.11255999999999998 -0.082349999999999993 -0.055119999999999995 0.092120000000000021 -0.083364999999999981 -0.077084999999999987 0.056795000000000005 -0.078584999999999988 -0.075359999999999996 -0.054954999999999997 -0.54084999999999994 0.11048500000000001 -0.095239999999999991 -1.0000000180025095e-35 0.076975000000000002 0.086095000000000019 -0.39453499999999991 -0.092019999999999977 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 21 9 11 -9 10 -6 -8 13 -13 15 -14 -17 18 -16 24 -21 -1 23 -23 -20 27 -27 -25 -29 -30
right_child=-2 -3 -4 -5 6 -7 7 8 -10 -11 -12 12 14 -15 17 16 -18 -19 19 20 -22 22 -24 25 -26 26 -28 28 29 -31
leaf_value=0.0033248240225172291 0.0016474539843889383 -0.0026512896729400381 -0.0024795080527352793 0.0057735038059763613 0.0074326053309928756 -0.0043772636188401121 0.0036935689348366954 -0.0075659735180858174 0.0010961049198600892 -0.0020073364704148843 0.00099109298196332213 -0.0060688006249256434 -0.0019038398857586661 0.00042722217246679773 -0.0046941395053484792 0.0071772251188034018 0.00061339173300534882 0.0035079706156545365 -0.00027128256022416309 -0.0015450798557139934 0.003620998486631403 -0.0031334715429693462 -0.0027404219967623552 0.0020835467306075293 -0.0040137338535887902 0.004610662910466393 -0.0018135542709690829 -0.002437012264100999 -0.0010030432799731427 4.7043946083191583e-05
leaf_weight=24 26 32 30 20 29 27 31 31 37 20 29 20 26 31 24 31 38 23 29 24 38 20 30 34 21 30 24 34 187 2121
leaf_count=24 26 32 30 20 29 27 31 31 37 20 29 20 26 31 24 31 38 23 29 24 38 20 30 34 21 30 24 34 187 2121
internal_value=0 -1.38397e-05 1.37145e-05 3.83754e-05 3.06207e-07 -7.43914e-05 0.000392546 -3.69638e-05 -0.00285278 0.00261719 0.00421185 0.000532905 0.000211657 -0.00212024 0.000679872 0.00206635 0.00356236 -0.000148526 -0.000766904 7.46466e-05 0.00162123 -2.79946e-05 -6.04412e-05 -2.76251e-05 -0.00184311 -2.0626e-06 0.00175546 -4.20062e-05 -7.28639e-05 -3.80368e-05
internal_weight=0 3095 3063 3033 3013 2531 482 404 68 78 58 336 305 51 254 95 69 159 136 112 62 2504 2480 2450 50 2430 54 2376 2342 2308
internal_count=3121 3095 3063 3033 3013 2531 482 404 68 78 58 336 305 51 254 95 69 159 136 112 62 2504 2480 2450 50 2430 54 2376 2342 2308
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=31
num_cat=0
split_feature=402 1210 50 50 15 15 133 50 50 49 159 52 0 1451 479 1447 1455 2 1429 156 160 51 484 1429 42 133 3 13 3 12
split_gain=0.00880185 0.0082995 0.00756638 0.0371979 0.0275083 0.0239287 0.0478883 0.0215467 0.0274775 0.0234297 0.0233663 0.045352 0.0217256 0.0154448 0.0149768 0.0296871 0.0149533 0.0212491 0.0150337 0.0304054 0.0489098 0.039058 0.0244075 0.023846 0.148065 0.138633 0.0168409 0.0420805 0.0420854 0.0811581
threshold=0.27918000000000004 -0.12043 0.10861000000000003 0.10583000000000002 0.099260000000000015 -1.0000000180025095e-35 0.085355000000000014 0.11375500000000001 0.11690000000000002 -0.007794999999999999 -0.39962499999999995 0.14295500000000003 -0.087414999999999979 0.084085000000000007 0.10713500000000002 0.0071200000000000005 0.090900000000000022 0.096540000000000015 0.084895000000000012 0.088855000000000003 -0.078564999999999982 -0.029554999999999994 0.096675000000000011 0.052280000000000007 0.083995000000000014 0.085760000000000017 -0.0049599999999999991 -0.16152999999999998 -0.010424999999999999 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 5 7 -7 12 -9 -10 -11 -12 -4 14 15 16 18 -18 23 21 -21 -20 -22 26 25 -25 27 -3 -29 -30
right_child=-2 2 4 -5 -6 6 -8 8 9 10 11 -13 -14 -15 -16 -17 17 -19 19 20 22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0015052545412972168 0.001704625163692981 -0.0046743977279402318 -0.0044902873257259756 0.0036167064472904494 0.0031177305011078718 -0.0056872711635570835 0.00044248264189809567 0.0037011035671457651 0.0023100341592604918 0.00066095114415211072 -6.4831955015951618e-05 -0.0051487758414753317 -0.00029095223705683437 -0.00201296000993131 0.0021296347491443156 -0.0027575224717637822 0.0031019819321463239 -0.00076864617573016371 0.0050117625431580978 -0.0046063167578540747 0.0032910281887678946 0.00021643314510583881 -0.0010918456974953492 -0.0025266873354619175 -0.0083191176202187019 0.0077591776219196624 0.00056230883955877642 2.0291837781520745e-05 0.00016015783116659699 -0.0078678608755581077
leaf_weight=37 30 20 22 29 20 26 25 20 30 62 47 28 28 37 34 38 37 23 33 20 27 35 24 38 24 20 462 1791 34 20
leaf_count=37 30 20 22 29 20 26 25 20 30 62 47 28 28 37 34 38 37 23 33 20 27 35 24 38 24 20 462 1791 34 20
internal_value=0 -1.65444e-05 1.49171e-06 5.42068e-05 -0.000468494 -0.000717537 -0.00268249 -0.000294699 0.000198338 -0.000221155 -0.00077543 -0.00196284 -0.00213866 1.61823e-05 4.41966e-05 1.73996e-05 5.78317e-05 0.00161824 2.10874e-05 0.00103231 -0.000415111 0.00254358 0.0012285 -3.72602e-05 -0.00171329 0.00102016 2.18004e-05 -0.000112095 -6.26391e-05 -0.00281318
internal_weight=0 3091 3054 2746 308 288 51 237 187 167 137 75 50 2717 2680 2646 2608 60 2548 139 71 68 51 2409 82 58 2327 1865 1845 54
internal_count=3121 3091 3054 2746 308 288 51 237 187 167 137 75 50 2717 2680 2646 2608 60 2548 139 71 68 51 2409 82 58 2327 1865 1845 54
is_linear=0
shrinkage=0.1


Tree=846
num_leaves=31
num_cat=0
split_feature=1208 1208 1210 1210 43 43 43 160 2 43 1375 13 13 13 52 43 42 42 457 482 12 2 3 11 48 51 49 50 13 151
split_gain=0.00795144 0.0578653 0.0544921 0.00907685 0.00795863 0.0272087 0.0264348 0.0529913 0.0692756 0.0417965 0.0512536 0.0303864 0.0919804 0.0401204 0.0482345 0.0245619 0.0415972 0.0540114 0.0392177 0.0237795 0.0354448 0.0401582 0.0558286 0.0533869 0.0351223 0.0346365 0.0299887 0.0352245 0.0287821 0.0266773
threshold=0.10233500000000001 0.089655000000000012 -0.00046999999999999993 0.0028200000000000005 -0.081154999999999991 -0.080884999999999985 -0.08231999999999999 -0.013084999999999998 0.086950000000000013 -0.082689999999999986 -0.15308499999999997 -0.085669999999999982 -0.08645499999999999 -0.083894999999999983 -0.016949999999999996 -0.089499999999999982 0.090395000000000017 0.081660000000000024 -0.086714999999999987 0.098465000000000011 0.22926500000000002 0.11093500000000002 -0.16726499999999997 0.079300000000000009 0.092805000000000012 0.08955500000000001 0.097940000000000013 0.092410000000000006 0.18141000000000002 -0.090064999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -6 9 8 -8 10 -1 12 15 14 -13 16 17 -12 -17 20 21 22 -15 24 25 26 27 29 -23 -24
right_child=2 -3 -4 -5 5 -7 7 -9 -10 -11 11 13 -14 19 -16 18 -18 -19 -20 -21 -22 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0047410356278608868 0.0052554884437649024 -0.0052537715844144786 -0.0010351135267410428 0.0016630652021955362 -0.00378438038052991 -7.8032693344526582e-05 0.0036701158549555623 0.0045777149696368726 -0.0038640923762264163 -0.0039627640806138521 -0.00062983838989484045 0.0001532776625826955 -0.0073748841283044642 0.0053801574278622873 0.0065734493747268896 0.00044529219610720048 -0.0025356687444616998 0.0063773884721079165 -0.0047103746229549869 -0.0025276335683884102 0.0042095112804831428 -0.00070050222720107391 0.0042016713659983876 -0.0044721463431968639 0.0031495375111593275 -0.0032197664608247579 -0.0032320282033955062 -0.0034052145434543494 -0.0048746040168528761 0.00066393888357441067
leaf_weight=24 21 21 40 33 20 2051 23 40 26 25 22 25 21 22 22 36 21 22 25 32 22 53 23 23 44 28 21 20 24 291
leaf_count=24 21 21 40 33 20 2051 23 40 26 25 22 25 21 22 22 36 21 22 25 32 22 53 23 23 44 28 21 20 24 291
internal_value=0 -2.25362e-05 0.0011305 1.36125e-05 -4.49523e-06 -0.000113826 0.000237668 0.00187702 -0.000327627 6.5207e-05 0.000187861 5.07521e-05 -0.00124765 0.00034439 0.00315846 -0.000226443 0.00112611 0.00287378 -0.00166769 0.000125051 0.000273713 0.000115994 0.000461437 0.000220966 0.000473756 0.000166356 0.00043343 0.000663893 -0.00200152 0.000923072
internal_weight=0 3060 61 3039 3006 2071 935 89 49 846 821 797 147 650 47 126 65 44 61 603 571 549 472 450 427 383 355 334 77 314
internal_count=3121 3060 61 3039 3006 2071 935 89 49 846 821 797 147 650 47 126 65 44 61 603 571 549 472 450 427 383 355 334 77 314
is_linear=0
shrinkage=0.1


Tree=847
num_leaves=31
num_cat=0
split_feature=470 156 475 473 152 49 12 2 49 12 160 13 484 15 47 2 160 43 52 131 38 1429 1429 475 475 474 1213 1210 130 160
split_gain=0.00805566 0.0107934 0.0223001 0.00856301 0.0116837 0.0101598 0.0553028 0.0701862 0.0652544 0.0839008 0.0588848 0.0697895 0.0777234 0.0503383 0.0432497 0.0459938 0.0354122 0.0351459 0.0265871 0.0214859 0.0197746 0.0198463 0.0312887 0.0394494 0.0374828 0.030667 0.0194444 0.0522191 0.0508166 0.0497499
threshold=0.079700000000000007 -0.090889999999999985 -0.079029999999999975 0.077695000000000014 0.093230000000000021 0.09567500000000001 0.090455000000000021 0.086950000000000013 0.097685000000000008 0.094435000000000005 -0.081969999999999987 -0.086354999999999987 0.056480000000000009 -0.089964999999999976 0.12431000000000002 0.11215000000000001 -0.095794999999999977 -0.05647499999999999 -0.065544999999999978 -0.13752999999999996 0.10657000000000001 -1.0000000180025095e-35 -0.047929999999999993 0.037885000000000009 -0.0070399999999999994 -0.084054999999999977 0.060985000000000004 -0.062539999999999984 0.006490000000000001 -0.020569999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 19 7 -7 -8 -10 16 -12 14 -11 15 18 -9 -15 -13 -3 21 22 23 24 25 -21 -23 -28 29 -29
right_child=-2 3 -4 -5 -6 6 8 10 9 13 11 12 -14 17 -16 -17 -18 -19 -20 20 -22 26 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00059099861960434789 -0.0018645777083609418 0.0027698478067357995 0.0040227313211653381 0.0020043237622649895 -0.0024309746129438283 0.0054305772010523543 -0.0069567117861218074 -0.00068501438540608992 -0.0053223187206978247 0.0033607973018661141 -0.0030212902337578792 -0.0009449417554688726 0.0074209626658226962 -0.0034655668453446456 0.0047055338232201488 -0.0041091391351073979 -0.0064385079790372406 0.0011197107145562769 0.0040927801444195213 0.0024938928162252221 0.0030891313861329331 -0.00013927710334409867 0.0047845766336346669 -0.0027952383630550828 0.0050654228979154781 -0.0028081234073033556 0.0055855744673560066 0.0033745876011940152 0.0030055615356859734 -0.0014399006802350194
leaf_weight=22 23 29 20 21 20 26 22 23 35 36 35 22 22 35 21 23 20 32 20 24 21 2256 21 26 23 20 21 26 53 123
leaf_count=22 23 29 20 21 20 26 22 23 35 36 35 22 22 35 21 23 20 32 20 24 21 2256 21 26 23 20 21 26 53 123
internal_value=0 1.38429e-05 0.00160602 -8.03906e-06 -2.19631e-05 -5.98297e-06 -0.000495284 0.000563955 -0.00189878 -0.00109244 -0.000116326 0.000859363 0.00211698 0.000344899 0.00076015 -0.000514513 -0.00336106 -0.00127558 0.00145397 6.28858e-05 3.28544e-05 8.1025e-06 0.00129821 0.000510962 0.00179397 8.38854e-05 -5.12246e-05 0.000839566 0.00034617 -0.000599789
internal_weight=0 3098 42 3056 3035 3015 372 212 160 138 186 143 108 103 86 65 43 67 42 2643 2614 2593 114 93 67 44 2479 223 202 149
internal_count=3121 3098 42 3056 3035 3015 372 212 160 138 186 143 108 103 86 65 43 67 42 2643 2614 2593 114 93 67 44 2479 223 202 149
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=31
num_cat=0
split_feature=132 132 131 398 398 399 1203 42 393 42 399 1213 16 43 1213 1213 4 15 2 2 0 2 16 1 42 2 2 0 2 2
split_gain=0.00732251 0.0182852 0.0121696 0.0131914 0.037193 0.0153041 0.0126826 0.0843315 0.0339963 0.0588889 0.0185911 0.0136971 0.0222487 0.0387295 0.0208988 0.0179785 0.0637664 0.0212002 0.0139342 0.0776472 0.0335915 0.0444022 0.110213 0.0834116 0.0723116 0.0619856 0.0615725 0.0541175 0.0279046 0.0357285
threshold=-0.43443999999999999 -0.26631499999999991 0.13707500000000003 0.099290000000000003 0.10669000000000002 0.091580000000000009 0.089005000000000015 -0.058859999999999989 0.098330000000000015 -0.015274999999999999 0.086815000000000017 0.12389500000000002 -0.082779999999999979 -0.010344999999999998 0.10336000000000002 0.060985000000000004 -0.082109999999999975 -0.089024999999999979 0.097845000000000015 0.097220000000000015 -0.26609999999999995 0.10584500000000001 0.19444000000000003 0.095695000000000016 0.091465000000000005 0.10045500000000002 0.10060500000000001 0.14486500000000005 0.10912000000000001 0.10774000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 8 -8 10 -10 11 14 -13 -14 15 18 -17 -18 19 -3 -20 22 23 24 25 -22 -24 28 29 -23
right_child=1 2 -4 4 -6 -7 7 -9 9 -11 -12 12 13 -15 -16 16 17 -19 20 -21 21 27 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013616554952489261 0.0024740039596023661 -0.00015596027381737561 0.0020318432502320102 -0.0049572188779711725 0.00073239012897290568 0.0020490921878566345 0.0014385918809755429 -0.006379643535580147 0.0051514922133223577 -0.0014400951260619837 -0.0024793878993800574 -0.00084672466968186203 0.0051299010449804847 -0.00059608445014981996 -0.0031968883549173678 0.0057410176377743483 0.0013271163586371891 -0.0028547976439850489 -0.0033482977114617828 -0.0060041499668327366 0.0027941843646618982 0.00021891885553486647 -0.0062045553366520574 -0.0012606021271979748 0.0013342715067617399 0.0093715882933649575 0.00054255883442237978 -0.0047916298529700092 0.00042122910619732244 -0.0039824569637754133
leaf_weight=39 30 1758 29 20 27 36 37 22 33 23 31 30 27 21 21 24 27 22 25 23 23 48 21 30 38 38 38 23 522 35
leaf_count=39 30 1758 29 20 27 36 37 22 33 23 31 30 27 21 21 24 27 22 25 23 23 48 21 30 38 38 38 23 522 35
internal_value=0 1.72306e-05 -6.91859e-06 -2.64767e-05 -0.00168872 -2.24847e-07 -2.53185e-05 -0.00147668 4.40395e-06 0.00244423 -4.39608e-05 -1.69392e-05 0.00128959 0.00262478 -5.4461e-05 -2.99745e-05 0.00151796 -0.000550478 -7.30711e-05 -0.000231484 0.000262403 0.000373025 0.00172124 0.00335869 0.00475847 0.00689158 -0.00185896 -3.05793e-05 0.000150419 -0.00155275
internal_weight=0 3082 3052 3023 47 2976 2940 59 2881 56 2825 2794 78 48 2716 2695 73 49 2622 1781 841 816 188 129 99 61 59 628 605 83
internal_count=3121 3082 3052 3023 47 2976 2940 59 2881 56 2825 2794 78 48 2716 2695 73 49 2622 1781 841 816 188 129 99 61 59 628 605 83
is_linear=0
shrinkage=0.1


Tree=849
num_leaves=31
num_cat=0
split_feature=480 479 480 133 1212 130 12 16 47 42 49 133 12 12 4 133 4 1213 403 52 133 1213 402 402 403 401 403 12 1443 2
split_gain=0.00682246 0.0125054 0.00997314 0.00762694 0.0271242 0.026231 0.0736548 0.0661328 0.0169412 0.0153388 0.0190518 0.0197156 0.0426334 0.0252458 0.020296 0.0150164 0.0322768 0.0150625 0.0278648 0.0219721 0.023123 0.0154936 0.0148349 0.025218 0.0212131 0.0155606 0.0482614 0.0364359 0.0361801 0.0357349
threshold=0.12106000000000001 0.10061500000000002 -0.088394999999999987 -0.14717499999999997 0.10083000000000002 0.09364500000000002 0.09364500000000002 -0.073404999999999984 0.084210000000000021 -0.067534999999999998 0.089215000000000017 -0.37971999999999995 0.087285000000000015 0.084405000000000022 -0.077519999999999992 -0.13941499999999998 -0.077834999999999988 -0.091914999999999983 -0.012454999999999999 0.08976000000000002 -0.087414999999999979 -0.087969999999999979 0.2506000000000001 0.11375000000000002 -0.55157999999999985 0.080190000000000011 -0.028309999999999998 0.085565000000000016 0.091740000000000016 0.087415000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 -7 -8 9 -4 11 14 13 -13 -11 16 -5 18 -17 20 -20 -19 23 24 -23 28 -27 -28 -26 -29
right_child=-2 -3 3 15 -6 6 7 -9 -10 10 -12 12 -14 -15 -16 17 -18 21 19 -21 -22 22 -24 -25 25 26 27 29 -30 -31
leaf_value=0.0018212095267760256 0.0015266665998155829 -0.0019215714218957789 0.0025896176997641171 0.00085297999728936699 0.0036891264224929426 -0.0057132613254137913 0.0045582505990751088 -0.0031259611692456973 0.002990417106173419 0.0015513413666104455 -0.0028736935553024525 0.0020262425078946197 0.0052063025280155925 -0.0022650669928855048 -0.0023223935951184678 0.0034734828740029654 -0.0048282864829525358 -0.0024722002860572603 0.0039180435617232603 -0.0020494506318843174 -0.00010058347963624532 -0.0024515948846709689 -0.0025382756876448794 0.0028416930278763177 -2.5648095217249371e-05 -0.0056610227178316569 0.003172878895724273 -0.0040741564992694537 0.0042458802966575601 0.001426001542824365
leaf_weight=30 29 34 27 20 24 26 24 21 29 21 20 29 22 26 38 34 20 27 21 31 45 37 24 30 2321 20 23 27 20 21
leaf_count=30 29 34 27 20 24 26 24 21 29 21 20 29 22 26 38 34 20 27 21 31 45 37 24 30 2321 20 23 27 20 21
internal_value=0 -1.43187e-05 6.88688e-06 -1.10886e-05 0.000461401 0.000187672 -0.00147594 0.000972285 0.000744826 0.000388967 8.08518e-06 0.000431876 0.00148582 -2.37653e-06 -0.000943607 -6.43978e-05 -0.00198765 -3.57032e-05 0.00101006 0.000146595 0.00117807 -8.94268e-05 -6.39274e-05 -4.01642e-05 -7.51807e-05 -3.90263e-05 -0.00132198 -9.9718e-05 1.08451e-05 -0.00166784
internal_weight=0 3092 3058 3028 307 283 71 45 212 183 156 136 77 55 59 2721 40 2681 131 97 66 2550 2523 2499 2469 2432 91 71 2341 48
internal_count=3121 3092 3058 3028 307 283 71 45 212 183 156 136 77 55 59 2721 40 2681 131 97 66 2550 2523 2499 2469 2432 91 71 2341 48
is_linear=0
shrinkage=0.1


Tree=850
num_leaves=31
num_cat=0
split_feature=133 1455 1455 52 482 49 159 398 1420 482 1455 160 160 1 0 1 1208 1209 0 0 3 3 43 1213 3 12 3 3 3 3
split_gain=0.0070025 0.00934358 0.0131409 0.0116897 0.0198954 0.0164636 0.0169081 0.0163177 0.0159255 0.0110125 0.0211478 0.0114271 0.0131596 0.0145821 0.0534122 0.0346819 0.0423648 0.0882855 0.0420194 0.0305065 0.0363967 0.0920941 0.12602 0.0333781 0.0595377 0.0556212 0.0395198 0.0603138 0.0440224 0.0330448
threshold=-0.54084999999999994 0.12033000000000001 0.11364500000000001 0.51358000000000004 0.12068500000000001 0.093350000000000002 -0.46267499999999995 0.099290000000000003 0.0072950000000000003 0.11562500000000002 -0.097209999999999977 -0.55045999999999984 -0.54200499999999985 0.085345000000000018 -0.22491999999999998 0.086560000000000012 0.10233500000000001 -0.069599999999999981 -0.086284999999999987 -0.26609999999999995 -0.078724999999999976 -0.081334999999999977 -0.011244999999999998 -0.082414999999999974 -0.083654999999999993 0.088725000000000012 -0.086274999999999977 -0.088494999999999976 -0.094874999999999987 -0.07359499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -5 8 9 10 -2 -12 -13 14 -14 18 17 -17 -15 -19 21 23 -23 -21 26 -26 27 28 -25 -22
right_child=1 -3 -4 5 -6 -7 -8 -9 -10 -11 11 12 13 15 -16 16 -18 19 -20 20 29 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0013675271206208179 -0.0024821307270654611 0.0021380055369809269 -0.0024656802204183559 0.0040948812791612001 -0.0031898035644553607 -0.00097747506717076678 0.00068683343045916915 -0.0024276014870598115 0.0026783798016946428 0.0022592672085877332 -0.0018588449199204193 0.0022969868551008404 0.0052055586905529107 -0.0062559607106127922 0.00012767980614843369 -0.0066661186782377112 0.0044007761729881172 -0.0039940030185971406 -6.8991550284883257e-05 -0.0041962103722107714 0.0022677265195653025 -0.00074295268132118508 -0.010712464136581515 -0.00032925199851296239 0.0070449689824488909 0.00056912151372267141 -0.0048737102514132859 0.004409286130219698 -0.005126189488163662 0.00013323573527318592
leaf_weight=37 35 20 22 24 20 26 37 28 22 21 33 25 21 21 1524 21 20 20 23 20 82 32 21 215 21 36 20 25 21 628
leaf_count=37 35 20 22 24 20 26 37 28 22 21 33 25 21 21 1524 21 20 20 23 20 82 32 21 215 21 36 20 25 21 628
internal_value=0 -1.64068e-05 -3.04695e-05 -1.28579e-05 -4.64938e-05 0.00112961 0.0020277 -2.50744e-05 -1.9334e-06 -2.23725e-05 -3.91024e-05 -8.87762e-06 1.29568e-05 -7.64979e-06 0.0001967 -0.00026517 -0.000162552 -0.000241095 -0.00302186 -0.000122843 -5.37764e-05 -0.000802698 -0.00469314 -0.000226739 8.14057e-06 0.00295496 -0.000589613 -0.00026133 -0.000756098 0.000379754
internal_weight=0 3084 3064 3042 2955 87 61 2935 2907 2885 2864 2829 2796 2771 1545 1226 1182 1162 44 1141 1121 411 53 358 338 57 281 261 236 710
internal_count=3121 3084 3064 3042 2955 87 61 2935 2907 2885 2864 2829 2796 2771 1545 1226 1182 1162 44 1141 1121 411 53 358 338 57 281 261 236 710
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=31
num_cat=0
split_feature=1212 403 1210 3 12 15 401 1212 12 133 15 133 52 3 3 157 3 481 52 52 403 14 16 49 12 3 475 12 51 151
split_gain=0.00801577 0.0423002 0.0308783 0.0190268 0.0296958 0.0160784 0.0146413 0.0141285 0.0127317 0.0492125 0.0588996 0.0325784 0.0358694 0.0302153 0.0651029 0.0515953 0.038113 0.0410723 0.0307199 0.0750211 0.0345373 0.0289431 0.0500351 0.0385135 0.0283279 0.0361424 0.0275027 0.0850717 0.071199 0.0467851
threshold=-0.063924999999999996 -0.0076149999999999994 -0.087109999999999979 -0.06977499999999999 0.089150000000000021 0.091295000000000015 0.11857000000000002 -0.121045 0.086420000000000011 0.11524500000000001 0.085035000000000013 0.10622000000000002 0.5140450000000002 -0.072199999999999986 -0.073309999999999986 0.41580000000000006 -0.070649999999999977 -0.064254999999999993 0.11277500000000001 0.08709500000000002 -0.054954999999999997 0.08104500000000002 -0.5315899999999999 -0.14811499999999997 0.086700000000000013 -0.084524999999999975 -0.085684999999999997 0.083875000000000019 -0.085734999999999992 -0.50641499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 8 -4 9 11 -11 12 26 14 15 21 -15 -18 19 -19 -20 22 -10 -24 25 -25 27 28 -2 -28
right_child=6 2 3 -5 5 -7 -8 -9 13 10 -12 -13 -14 16 -16 -17 17 18 20 -21 -22 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=0.0039448195602744818 0.0018481972834864713 -0.0035156109793619676 0.00036491131210433585 0.0031434401950758439 -0.0032923661945720335 -5.6441448738469801e-05 -0.0027379994664806875 0.0035554505682185941 0.0052515531956617324 -0.00019769864884437995 -0.0075455779628828172 0.0032369125401601195 -0.0040407633641734719 -0.0042991364541064411 0.0048956663460440692 -0.0042405937970615929 0.0035235335642937573 -0.00075463626703263769 -0.0026187930389174395 -0.0073947691661305735 0.0021862151326226572 -0.0032471522773531354 -0.003556053785607219 2.00378498993814e-05 0.00031832181041024769 0.0060318933310918518 -0.0049565120112328304 0.0056154885418381491 -0.0046987313150356601 -0.00019256079545173913
leaf_weight=32 46 22 35 23 28 34 20 23 21 24 20 28 24 28 31 25 24 114 21 20 52 22 25 20 1136 20 21 33 26 1123
leaf_count=32 46 22 35 23 28 34 20 23 21 24 20 28 24 28 31 25 24 114 21 20 52 22 25 20 1136 20 21 33 26 1123
internal_value=0 0.000617421 -2.78929e-05 0.000508679 3.6833e-06 -0.00151783 -4.15978e-05 0.00163013 -2.30275e-05 -0.000248455 -0.00353764 -0.000137215 -0.000211429 0.000171456 0.000367959 0.000257353 -0.000814851 -0.000392513 -0.000846548 -0.0017457 0.000803953 0.000347746 0.000412466 0.000327853 0.000410419 0.00302597 -0.000137847 0.00141106 -0.000515971 -0.000280011
internal_weight=0 197 165 143 120 62 2924 58 2904 1345 44 1301 1273 1559 1300 1269 259 231 207 134 73 1244 1222 1201 1176 40 1249 105 72 1144
internal_count=3121 197 165 143 120 62 2924 58 2904 1345 44 1301 1273 1559 1300 1269 259 231 207 134 73 1244 1222 1201 1176 40 1249 105 72 1144
is_linear=0
shrinkage=0.1


Tree=852
num_leaves=31
num_cat=0
split_feature=0 1 0 447 151 2 42 151 4 43 150 160 447 48 2 13 49 3 3 151 31 3 1209 403 3 403 1419 3 0 43
split_gain=0.00951478 0.0604098 0.0133387 0.0124123 0.0157115 0.0312583 0.0337122 0.0292014 0.0211637 0.0194788 0.0164012 0.0451182 0.0343882 0.0311653 0.0222369 0.0480209 0.0470385 0.0604287 0.08367 0.0217681 0.0170801 0.0189716 0.0468941 0.0397428 0.0346598 0.0315935 0.0285215 0.033562 0.0512311 0.0499777
threshold=-0.24955499999999997 0.10538500000000002 -0.23091999999999999 0.094580000000000011 0.084350000000000008 0.11293500000000002 0.091205000000000008 0.009020000000000002 -0.0070899999999999991 -0.085254999999999984 0.088380000000000014 0.088405000000000011 0.088125000000000023 -0.090764999999999985 0.086950000000000013 -0.075974999999999987 0.11560500000000001 -0.086424999999999988 -0.047929999999999993 -0.14326499999999998 -0.084119999999999986 -0.082234999999999989 -0.088289999999999993 -0.53762499999999991 -0.082404999999999992 -0.52445499999999989 0.086325000000000013 -0.082974999999999979 -0.077259999999999981 -0.0092949999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 7 6 8 10 9 -6 12 14 13 -4 15 -12 17 19 -19 -16 -15 22 -22 -23 26 -25 27 -24 29 -29
right_child=2 -3 3 -5 5 -7 -8 -9 -10 -11 11 -13 -14 20 16 -17 -18 18 -20 -21 21 23 24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0053215410772033712 -0.0018603092704254848 -0.0015774181190257271 -0.0035273191483261497 -0.0022180786959361287 0.0023074749074876309 0.0046645795904277339 0.003760853964856572 -0.0027788360267693765 -0.0034750178502872585 -0.0018237695519235872 0.0054985098583115776 0.0048749082554131748 0.0040800302568823098 0.0025022921206143043 -0.0047931756637990472 -0.0012718737765680999 -0.00482272700406611 0.0076188165102004345 -0.00036545162055907508 -0.00012754323739500251 0.0047990802955940708 -0.0039812899122400021 0.00010165239855669718 0.0032818039720878007 0.0031917540227166482 -0.00030511863683445995 0.0028481746198875564 -0.0063559745453418267 0.0019893327706747435 -0.00020363683933797088
leaf_weight=22 39 30 26 25 25 21 22 38 20 21 22 25 20 26 20 20 20 21 35 20 22 29 998 25 36 1382 35 31 22 23
leaf_count=22 39 30 26 25 25 21 22 38 20 21 22 25 20 26 20 20 20 21 35 20 22 29 998 25 36 1382 35 31 22 23
internal_value=0 0.00134137 -2.27277e-05 9.24312e-07 1.93852e-05 0.001198 0.000370752 -2.49757e-05 -0.000759282 0.000421472 1.16396e-05 0.000927529 -5.10175e-05 -8.21365e-05 0.000302944 0.00227452 -0.000410902 0.000508229 0.00262865 -0.00246036 -4.80647e-05 -7.35389e-05 0.000225934 -0.000316912 0.000138065 -0.000241385 3.89375e-05 -5.26112e-05 -0.00207834 -0.00373553
internal_weight=0 52 3069 3030 3005 109 88 2896 66 46 2858 183 2675 2655 158 42 116 96 56 40 2629 2603 1167 1436 1145 1407 1109 1074 76 54
internal_count=3121 52 3069 3030 3005 109 88 2896 66 46 2858 183 2675 2655 158 42 116 96 56 40 2629 2603 1167 1436 1145 1407 1109 1074 76 54
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=31
num_cat=0
split_feature=403 16 13 403 15 403 13 12 4 402 52 403 15 42 133 52 15 399 2 15 2 130 12 1204 479 15 12 2 12 133
split_gain=0.00802903 0.054456 0.0427222 0.0416526 0.009508 0.0424782 0.0934902 0.0770823 0.074614 0.0442064 0.0492631 0.0322947 0.0570953 0.0686549 0.0508224 0.0576511 0.0405834 0.0311634 0.0304495 0.051689 0.0431223 0.0472864 0.0517174 0.0283736 0.027229 0.0271326 0.0835633 0.0393954 0.0248008 0.0377011
threshold=-0.53960999999999981 -0.080509999999999984 -0.051094999999999995 -0.53255499999999989 0.088345000000000021 -0.071919999999999984 -0.085384999999999975 0.087505000000000013 -0.082249999999999976 -0.069884999999999989 0.008405000000000001 -0.015394999999999997 0.085035000000000013 0.087075000000000014 -0.093189999999999981 0.086275000000000004 0.087260000000000018 0.090310000000000015 0.08622500000000001 0.040760000000000005 0.085345000000000018 0.085235000000000019 0.084290000000000018 -0.084344999999999989 0.10713500000000002 0.040760000000000005 0.082850000000000021 0.084145000000000011 0.086655000000000024 -0.0036349999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 11 6 -6 -8 -9 -10 -11 16 25 14 -14 -16 17 18 20 -20 21 22 -5 -24 -7 -13 -27 -28 -25 -30
right_child=3 2 -4 4 5 24 7 8 9 10 -12 12 13 -15 15 -17 -18 -19 19 -21 -22 -23 23 28 -26 26 27 -29 29 -31
leaf_value=0.0055108528130222122 -0.0044643745181106387 0.0023709607443639213 -0.0029397873588922351 -0.0049443049216642979 0.0076550743421134743 -0.00028650989334603132 -0.004255994737148285 0.0071064539753768422 0.0029975084310752296 -0.0045303870812058453 0.0018124445603461938 4.124510181413422e-05 0.0038657032456285382 0.0069508591741323476 0.0022074848380205887 -0.0052944118017330772 -0.0041716103455317873 -0.0043367072075073216 -9.6366100259265806e-05 0.0051333382918054005 -0.0046992326139247628 0.0033120843327466261 -0.0032701103687286376 -0.0011727198629655918 0.0031668901567172727 -0.0065271212737290909 0.0027021715693990702 -0.0020052571623818951 0.0051499751534058967 -0.0005260562915354967
leaf_weight=20 21 28 33 30 23 469 25 22 42 25 24 1782 32 25 21 20 35 21 106 23 29 27 25 44 24 26 32 40 22 25
leaf_count=20 21 28 33 30 23 469 25 22 42 25 24 1782 32 25 21 20 35 21 106 23 29 27 25 44 24 26 32 40 22 25
internal_value=0 0.000982605 -0.000502067 -2.61812e-05 4.6906e-06 0.000342164 0.00175244 0.00076867 0.00188032 0.000616861 -0.00142369 -8.86319e-05 7.48209e-05 0.00242799 0.000879061 -0.00145198 -0.000924057 -0.000601147 -0.000364148 0.000836062 -0.00113062 -0.000532412 -0.00124338 -0.000286245 -0.000118393 -4.78442e-05 -0.00166782 8.69334e-05 0.000533499 0.00213081
internal_weight=0 81 61 3040 3019 654 161 138 113 91 49 2365 1978 98 73 41 387 352 331 129 202 173 146 116 493 1880 98 72 91 47
internal_count=3121 81 61 3040 3019 654 161 138 113 91 49 2365 1978 98 73 41 387 352 331 129 202 173 146 116 493 1880 98 72 91 47
is_linear=0
shrinkage=0.1


Tree=854
num_leaves=31
num_cat=0
split_feature=402 0 2 160 51 52 0 2 2 447 0 43 49 0 15 1 13 14 47 3 12 52 2 13 15 1426 11 39 11 1425
split_gain=0.0079568 0.00797602 0.0735876 0.0672383 0.0326092 0.0331439 0.0276583 0.071058 0.0310182 0.0187779 0.0140028 0.0784576 0.0414775 0.0517984 0.072885 0.0471926 0.0224158 0.0287022 0.0238258 0.0506507 0.0196236 0.0264927 0.0204275 0.0182613 0.016602 0.0165605 0.0180846 0.0194504 0.019775 0.0234325
threshold=0.27918000000000004 -0.15599999999999997 0.086100000000000024 0.10830500000000001 0.087505000000000013 -0.065544999999999978 -0.23811499999999999 0.10774000000000002 0.11548000000000001 0.094580000000000011 -0.13843999999999998 0.0010100000000000003 0.10440000000000001 -0.15090499999999998 -0.09551999999999998 0.10312500000000001 -0.15714499999999998 0.057600000000000005 0.13975500000000002 0.10893000000000001 0.097145000000000023 0.092650000000000024 0.11510000000000002 -0.14179999999999995 -0.083359999999999976 0.08542000000000001 0.096435000000000007 -0.046074999999999991 0.088710000000000011 0.08789000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -8 10 11 12 13 -3 -15 -16 20 18 19 23 21 22 -12 -18 -17 26 27 -25 29 -29
right_child=-2 9 3 -5 -6 6 8 -9 -10 -11 16 -13 -14 14 15 24 17 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0047737749958676953 0.0016207321989350023 -0.0034279882162809375 -0.0037212692666798832 -0.0056978851789608598 0.0037657756749540569 -0.0059935880283592275 0.0039239390794297349 0.0016517356338520207 -5.9283790482289118e-05 -0.0030408868699201516 0.0041465419543480191 -0.0064895236827644774 -0.0036646959690929009 0.0061063541341961052 0.0030357638884696268 -0.0039143448462709788 -0.0025267853301816755 -0.00381552106468007 0.0031915923261650555 -0.0037656232119641373 0.0040200573837627538 -0.0019319159641432073 0.0003586841007095895 -0.0029273933757477527 -2.5393456841508551e-05 -0.0027545223755407193 0.0022904225469877323 6.344823453697573e-05 -0.0024092441599350423 0.0034189820555703982
leaf_weight=35 30 25 22 20 25 20 34 31 46 21 24 22 27 27 31 23 28 20 23 36 23 26 35 22 21 21 36 2314 32 21
leaf_count=35 30 25 22 20 25 20 34 31 46 21 24 22 27 27 31 23 28 20 23 36 23 26 35 22 21 21 36 2314 32 21
internal_value=0 -1.57302e-05 0.000546866 -0.000200315 0.00041739 -0.000129732 0.000473427 -0.00134643 0.00163359 -6.15961e-05 -3.95429e-05 -0.000903403 -0.000105386 0.000651318 0.00165115 4.72732e-05 1.75933e-05 -4.21021e-05 -1.2308e-05 -4.16665e-05 0.00142873 0.000727543 0.00189951 1.25221e-05 -0.00205825 4.15902e-05 6.5804e-05 3.2281e-05 5.97896e-05 9.36265e-05
internal_weight=0 3091 233 198 178 153 131 51 80 2858 2837 176 154 127 102 75 2661 2553 2533 2510 108 85 59 2474 44 2446 2425 2389 2367 2335
internal_count=3121 3091 233 198 178 153 131 51 80 2858 2837 176 154 127 102 75 2661 2553 2533 2510 108 85 59 2474 44 2446 2425 2389 2367 2335
is_linear=0
shrinkage=0.1


Tree=855
num_leaves=31
num_cat=0
split_feature=0 15 0 0 1 1 52 1 4 447 453 0 43 39 1 43 1 4 367 124 14 9 10 2 16 9 150 157 43 457
split_gain=0.00872017 0.0601799 0.0134516 0.0109253 0.0363129 0.0962181 0.0646642 0.023017 0.0223263 0.0153816 0.0120845 0.0195674 0.0571068 0.0364915 0.0258247 0.0371582 0.0435186 0.0273646 0.0213918 0.0237993 0.0191214 0.0187761 0.0295981 0.0183501 0.015381 0.0189816 0.0166811 0.0396316 0.0702982 0.109191
threshold=-0.24955499999999997 -0.055554999999999993 -0.23091999999999999 -0.15599999999999997 0.087325000000000014 0.096325000000000008 -0.014264999999999998 0.10984500000000001 0.41816000000000003 0.094580000000000011 0.086430000000000021 -0.13843999999999998 0.0010100000000000003 0.085530000000000009 0.10587000000000001 -0.14792499999999997 0.086255000000000012 0.0082450000000000006 -1.0000000180025095e-35 0.10634000000000002 0.057600000000000005 0.092235000000000011 0.094860000000000014 0.089605000000000018 -0.5335399999999999 0.085355000000000014 0.083095000000000016 -0.087424999999999989 -0.084999999999999978 0.041220000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -6 -4 -7 -9 10 11 12 13 14 15 -5 -17 -16 -13 20 21 24 -23 -12 -20 26 -26 -28 29 -29
right_child=2 -3 3 9 5 7 -8 8 -10 -11 23 18 -14 -15 17 16 -18 -19 19 -21 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0015158259700382912 -0.0018671052843833771 0.0054174226353920643 -0.005727695743553341 -0.0020599389832932505 0.0071165808261587074 -0.0024165237108245492 0.0022174004143813535 0.0036897287524135952 -0.00053484942121752386 -0.002736798223728935 -0.00042696613652099457 0.0028212776929312563 -0.0058405712903053927 -0.0034255384110785541 -0.0037484620581381026 0.00043570640103506118 0.006260444746231256 0.0012599548161961139 0.0023847586845039152 -0.0032105594207836397 -0.0029152984064157038 0.0049266820400953298 -0.00038864504657050767 0.0037534972985408138 -6.8139378915016421e-05 -0.0026039253737378336 -0.003425070103257895 0.00096021398489194167 -0.00023913359199948501 0.0087251457035394941
leaf_weight=31 39 21 20 20 26 25 21 22 29 21 21 27 22 31 24 29 23 20 27 23 22 20 22 21 2257 28 20 55 127 27
leaf_count=31 39 21 20 20 26 25 21 22 29 21 21 27 22 31 24 29 23 20 27 23 22 20 22 21 2257 28 20 55 127 27
internal_value=0 0.00128414 -2.1758e-05 1.994e-06 0.000855195 0.0018655 -0.00165826 6.9083e-05 0.00128752 -4.02671e-05 -2.05088e-05 -4.55508e-05 -0.00108888 -0.000377747 0.00043675 0.00160315 0.00301203 -0.00147191 2.0861e-05 -7.91045e-06 2.03663e-05 4.537e-05 0.00214246 0.00166327 1.07073e-05 -1.47896e-05 1.4372e-05 0.000827595 0.00123455 0.00351696
internal_weight=0 52 3069 3030 143 102 41 76 51 2887 2866 2824 169 147 116 72 52 44 2655 2628 2605 2583 42 42 2541 2514 2486 229 209 82
internal_count=3121 52 3069 3030 143 102 41 76 51 2887 2866 2824 169 147 116 72 52 44 2655 2628 2605 2583 42 42 2541 2514 2486 229 209 82
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=31
num_cat=0
split_feature=46 149 149 2 43 402 2 1 2 1452 1208 1210 403 403 403 1456 159 1 0 12 150 12 1 42 157 1 4 16 1 3
split_gain=0.00917021 0.0111993 0.0117798 0.0363212 0.0136011 0.00801401 0.0081676 0.107265 0.051584 0.0352263 0.0290628 0.0343994 0.0271454 0.119612 0.0321835 0.0256571 0.0311622 0.0318036 0.0334345 0.0425194 0.0413146 0.0410734 0.0426377 0.0461751 0.0317193 0.0413035 0.0311446 0.0306516 0.0363675 0.0601703
threshold=-0.043074999999999995 0.10022500000000002 0.079000000000000015 0.09580000000000001 -0.54673999999999989 0.27918000000000004 0.079055000000000014 0.083835000000000007 0.082275000000000015 0.11609000000000001 0.11198500000000002 -0.14175499999999996 -0.53960999999999981 -0.45015499999999992 -0.21666999999999997 -0.071109999999999993 0.12082500000000002 0.14754500000000001 -0.066689999999999985 0.094580000000000011 0.085395000000000013 0.091715000000000005 0.092235000000000025 0.088575000000000015 -0.062424999999999994 0.11551000000000002 -0.076229999999999978 -0.083134999999999987 0.087505000000000013 -0.080934999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 -6 -8 10 11 -10 -9 -14 -15 -16 17 18 19 21 24 22 27 -24 -20 -26 -21 -17 -29 -30
right_child=1 -3 3 -5 5 -7 8 12 9 -11 -12 -13 13 14 15 16 -18 -19 20 26 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.0018349367366344842 -0.0025603797580558986 -0.0021239789905957876 -0.0013222846862239145 0.0040243176553674325 -0.0071913051884621385 0.0017414805897995114 0.0038261707923892469 0.0033581234091384846 -0.0041948025755118579 0.0040866032930179721 0.0034323528952275718 -2.8397171076735334e-05 -0.0076391913174163736 0.0039784977352246642 0.00232148850166307 0.0012209115716783952 -0.0037949489992267142 0.0035262149940852236 0.00080991170660126954 0.0011458423857887586 0.0022025821325812665 0.0035913802753744085 0.0035829638292442165 -0.0011438507797016252 -0.0068775729419520279 -0.0018910933149290151 -0.0026523497557364309 0.0014759580496077737 -0.00073559026703330101 -0.0062055772869401456
leaf_weight=27 21 25 24 27 22 26 36 22 20 21 24 2160 21 20 41 60 24 23 20 30 21 43 62 31 26 46 77 30 61 30
leaf_count=27 21 25 24 27 22 26 36 22 20 21 24 2160 21 20 41 60 24 23 20 30 21 43 62 31 26 46 77 30 61 30
internal_value=0 -1.60127e-05 1.15875e-06 0.00150827 -2.43093e-05 -6.53906e-06 -2.18364e-05 -0.000317717 7.10762e-05 1.03196e-05 -2.85197e-05 -6.66211e-05 -9.79225e-05 -0.000212086 2.97265e-05 -9.66342e-05 -0.0002664 -0.000115176 -0.000271139 0.00013621 -0.0017996 0.000718009 0.000267078 0.00200736 -0.00271314 -0.00369177 -0.00158744 -0.000627099 -0.00154347 -0.00253888
internal_weight=0 3094 3069 51 3018 2997 2971 710 2261 2225 2204 2180 688 666 645 625 584 560 537 424 113 317 274 93 92 72 107 181 121 91
internal_count=3121 3094 3069 51 3018 2997 2971 710 2261 2225 2204 2180 688 666 645 625 584 560 537 424 113 317 274 93 92 72 107 181 121 91
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=31
num_cat=0
split_feature=473 156 1425 12 1425 156 1 16 0 4 1 13 2 3 3 2 47 0 47 4 2 52 295 106 9 1 0 475 484 484
split_gain=0.00800857 0.01123 0.0195164 0.0151879 0.0105893 0.00968386 0.0145087 0.00872768 0.0307648 0.0247976 0.0302656 0.0226943 0.0359686 0.0663887 0.0339507 0.0456297 0.0237216 0.0215942 0.034879 0.0197958 0.0792469 0.0212353 0.0197712 0.0302201 0.020759 0.0251245 0.0191836 0.0426783 0.0182118 0.0815879
threshold=-0.23352999999999996 0.14283000000000004 0.095135000000000011 0.098330000000000015 0.08209000000000001 0.11715000000000002 0.11323000000000001 0.058835000000000005 -0.090809999999999988 -0.17966999999999997 0.080000000000000016 0.095710000000000017 0.11093500000000002 -0.10519499999999998 -0.097604999999999983 0.098260000000000014 0.089360000000000009 -0.053834999999999994 0.11774000000000001 -0.14098499999999997 0.082850000000000021 -0.19683499999999995 0.084000000000000005 0.016890000000000006 -0.036024999999999995 0.14804000000000003 -0.081584999999999977 -0.085359999999999978 0.087235000000000021 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 7 -7 9 -9 10 -2 14 13 -13 15 -10 26 18 -18 20 -11 -21 23 24 -23 28 -16 -28 29 -26
right_child=1 3 -4 -5 -6 6 -8 8 11 19 -12 12 -14 -15 16 -17 17 -19 -20 21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0019946485199034214 -0.00021668788816394478 -0.0034500573269641874 0.0028498647773327929 0.00035750198876485231 -0.0020224808249622583 0.0032164113504974095 -0.0003756669159470634 0.0020529652476088426 -0.0010976601301966159 -0.0062018276240754259 0.0043137615057639777 0.0070717030856758366 -0.0015828369189208995 -0.0010762235685251654 -0.0030214289071945812 -0.007026167557924054 0.0030219368499026381 0.0038641030283179134 -0.0022202401033913095 0.0026564810687916413 0.0013502440619931528 -0.0031141307457887924 -0.002961824897846038 0.0038263856078542416 -5.3273686344186388e-06 0.0027028610311182481 0.0036760400749266241 -0.001044208148639615 0.00096896801035924087 -0.0052595632158530256
leaf_weight=20 29 22 24 20 26 23 22 47 37 24 30 20 30 20 39 20 22 20 30 31 33 21 22 21 1985 35 21 218 179 30
leaf_count=20 29 22 24 20 26 23 22 47 37 24 30 20 30 20 39 20 22 20 30 31 33 21 22 21 1985 35 21 218 179 30
internal_value=0 -1.28646e-05 9.43387e-06 -0.00163693 -1.30275e-05 4.33565e-06 0.00146028 -1.77688e-05 -0.000388057 6.1752e-05 0.00208693 -0.000628577 0.00103464 0.00299774 -0.000914633 -0.00317784 -0.000546054 0.00107163 -2.39601e-06 1.15691e-05 -0.00182958 5.67262e-05 2.15791e-05 5.04804e-05 1.52386e-05 4.47213e-05 -0.000965023 -0.000629458 2.31702e-06 -8.35542e-05
internal_weight=0 3101 3059 42 3035 3009 45 2964 524 2440 59 477 70 40 407 57 350 72 52 2381 57 2324 2293 2271 2250 2229 278 239 2194 2015
internal_count=3121 3101 3059 42 3035 3009 45 2964 524 2440 59 477 70 40 407 57 350 72 52 2381 57 2324 2293 2271 2250 2229 278 239 2194 2015
is_linear=0
shrinkage=0.1


Tree=858
num_leaves=31
num_cat=0
split_feature=131 1203 1209 1208 15 398 398 3 11 33 9 41 51 41 12 41 12 47 49 3 49 15 44 16 48 49 15 49 124 42
split_gain=0.00763534 0.0156828 0.01122 0.00975106 0.0600911 0.00873043 0.0226237 0.0096125 0.0110372 0.00926459 0.043807 0.0161503 0.0276037 0.0504269 0.0248717 0.0384344 0.0180705 0.0137385 0.0152121 0.0469431 0.042187 0.0362035 0.0352065 0.0258795 0.0166485 0.0395895 0.0206467 0.0479121 0.0233444 0.0225355
threshold=0.13857500000000003 -1.0000000180025095e-35 0.14268500000000003 0.098655000000000007 0.091295000000000015 0.10586000000000002 0.084375000000000019 0.63141500000000017 -0.072629999999999986 0.085305000000000006 0.037245000000000007 0.07677500000000001 0.094075000000000006 0.079395000000000007 0.086210000000000023 0.089005000000000015 0.092255000000000018 0.14174500000000004 0.12899500000000003 0.0051600000000000005 0.16460500000000003 -0.13578499999999996 0.083555000000000018 0.029300000000000003 0.11951500000000001 -0.043469999999999995 -0.13578499999999996 0.09858500000000002 0.0026500000000000004 -0.021469999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 8 -3 11 -11 17 13 -13 15 -15 -16 18 22 21 -21 -20 24 -23 26 -26 27 28 29 -10
right_child=-2 2 -4 4 -6 -7 -8 -9 9 10 -12 12 -14 14 16 -17 -18 -19 19 20 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0023280446240999575 -0.0018152814459703539 0.0023698528902605176 0.0023524174667545594 0.0018412546151214176 -0.0050358023552689703 0.0018990653586418679 -0.002580637825132512 -0.0021710713568609207 -0.0012685992372118765 0.0018105781171470882 -0.0048081041791010653 0.0062781940633431085 -0.0020181530252254259 -0.0041147324980920531 0.004797914754599333 0.0013263050388116894 0.00059787977841638381 -0.0025094039621762934 -0.0033054136233529006 0.0066353969883335669 0.00064206092307964968 0.0037562208969823341 -0.0039477626681732741 -0.00079211503154887205 0.0010780154755117284 -0.0050623638674594648 -8.6027699025791862e-05 0.005543117512715981 -0.0027330983704554716 0.001217688486106757
leaf_weight=29 23 20 20 27 24 24 34 20 45 20 20 20 24 20 20 37 21 22 28 23 24 22 23 29 21 21 2227 20 21 192
leaf_count=29 23 20 20 27 24 24 34 20 45 20 20 20 24 20 20 37 21 22 28 23 24 22 23 29 21 21 2227 20 21 192
internal_value=0 1.34769e-05 -8.3942e-06 -2.388e-05 -0.00139501 -5.55297e-07 -1.58851e-05 1.37753e-05 2.874e-05 1.25944e-05 -0.00149876 3.37322e-05 0.00107338 0.00170217 0.00076829 -0.000582831 0.00264668 -2.05837e-05 -2.74295e-07 0.00107252 0.00357497 -0.000416279 -5.28704e-05 0.00116991 -1.76987e-05 -0.00199217 1.54063e-05 0.000827973 0.000462458 0.000745609
internal_weight=0 3098 3069 3049 51 2998 2974 2940 2920 2900 40 2860 142 118 98 57 41 2718 2696 126 47 79 2570 51 2547 42 2505 278 258 237
internal_count=3121 3098 3069 3049 51 2998 2974 2940 2920 2900 40 2860 142 118 98 57 41 2718 2696 126 47 79 2570 51 2547 42 2505 278 258 237
is_linear=0
shrinkage=0.1


Tree=859
num_leaves=31
num_cat=0
split_feature=46 149 149 2 4 1371 150 150 1374 1375 1348 0 148 49 48 49 2 12 49 48 13 43 151 4 48 4 484 154 474 474
split_gain=0.00808701 0.00927973 0.00946956 0.0279978 0.0108778 0.00836183 0.0141321 0.0470835 0.0186165 0.0296518 0.0137908 0.0258161 0.0153516 0.0150772 0.0163609 0.0354539 0.0343026 0.0353641 0.0400378 0.0489435 0.0444665 0.0316633 0.0254357 0.023939 0.0200155 0.0235939 0.0179795 0.0136943 0.0332244 0.0281756
threshold=-0.043074999999999995 0.10022500000000002 0.079000000000000015 0.09580000000000001 -0.55119499999999988 0.083235000000000017 0.12314500000000002 0.14500000000000005 -0.23605499999999999 -0.090674999999999992 -0.047944999999999995 -0.26343999999999995 -0.08670499999999999 0.26982 0.092205000000000023 -0.076109999999999997 0.14753000000000002 -0.096104999999999982 0.10247500000000002 0.11013500000000002 -0.096404999999999991 -0.0024749999999999993 -0.096264999999999976 -0.00099499999999999979 0.090085000000000012 0.00063500000000000004 -0.075319999999999984 0.084190000000000001 -0.25711499999999993 -0.084054999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 8 -8 -6 -10 -11 -12 -13 14 22 -16 17 -17 20 -20 -19 23 -14 26 27 -26 -22 28 -24 -30
right_child=1 -3 3 -5 5 -7 7 -9 9 10 11 12 13 -15 15 16 -18 18 19 -21 21 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0017231585595894744 -0.0020204313414136847 -0.0019338647294789555 -0.0011332928021147383 0.0035608845025072462 0.0029027843212878161 0.0015106480154726241 -0.0049610345644633411 0.0014375698033963209 -0.0029976233212051519 -0.0025994725292548537 0.0032349586766213176 0.0023802103474736217 0.0028276538258069197 -0.0020490179588604305 0.0036848582309175985 -0.0032849232712760567 -0.0036499995423946532 0.004411260982132739 0.0070806057404049424 0.00072653159947582975 -0.00069510153378359984 -0.0033752185618504886 -0.0031858829863588602 -0.0022175655781250937 -0.00018888264653626189 -0.0045317287281663584 0.0031269865216017934 0.0025454587492276916 0.002287473493511332 -8.8795432616439396e-05
leaf_weight=27 27 25 24 27 22 36 23 23 33 20 25 27 30 36 36 20 20 21 22 27 20 30 34 23 29 22 32 20 51 2309
leaf_count=27 27 25 24 27 22 36 23 23 33 20 25 27 30 36 36 20 20 21 22 27 20 30 34 23 29 22 32 20 51 2309
internal_value=0 -1.50373e-05 5.93447e-07 0.00135186 -2.22411e-05 -4.20325e-06 -2.26583e-05 -0.00176173 4.84168e-06 -1.72417e-05 1.72196e-05 3.5686e-05 7.21262e-06 -1.58179e-05 1.08373e-05 0.000780413 0.000294087 0.000698609 0.00115387 0.00357938 0.000210615 -0.000629515 -6.65829e-05 0.000468767 -0.000101807 -0.00206227 0.00165695 -6.03887e-05 -8.21585e-05 -3.74439e-05
internal_weight=0 3094 3069 51 3018 2991 2955 46 2909 2887 2854 2834 2809 2782 2746 251 215 195 175 49 126 105 2495 75 2465 51 52 2414 2394 2360
internal_count=3121 3094 3069 51 3018 2991 2955 46 2909 2887 2854 2834 2809 2782 2746 251 215 195 175 49 126 105 2495 75 2465 51 52 2414 2394 2360
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=31
num_cat=0
split_feature=473 16 3 1 129 401 160 12 12 2 16 2 155 2 14 474 155 0 13 11 12 3 3 130 130 16 2 2 42 42
split_gain=0.00753141 0.00880367 0.0074603 0.033103 0.0298593 0.0423506 0.0248668 0.0275559 0.0458923 0.0355199 0.0438654 0.02724 0.061187 0.0188086 0.0156247 0.0139477 0.0139627 0.0137932 0.0520492 0.0406655 0.0181525 0.016397 0.0192839 0.0139585 0.025694 0.0135631 0.0390702 0.0728854 0.0796921 0.104818
threshold=-0.23352999999999996 0.64105000000000001 -0.13309499999999996 0.12408500000000001 0.085135000000000016 0.080190000000000011 -0.079009999999999983 0.089300000000000004 0.095110000000000014 0.095195000000000016 0.0057500000000000008 0.11093500000000002 0.11814000000000001 0.093680000000000013 0.062655000000000016 -0.10160499999999999 0.12016500000000001 0.10455500000000001 -0.053889999999999993 -0.011194999999999998 -0.07415999999999999 -0.12018999999999998 -0.11171999999999999 -0.22461999999999996 -0.14723999999999998 -0.11227499999999999 0.10097500000000002 0.088745000000000004 -0.067534999999999998 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 13 9 -9 -8 -11 12 -10 -2 15 -4 17 19 -19 -17 -20 -21 -23 -24 -25 26 27 -26 -29 -30
right_child=1 -3 14 -5 -6 -7 7 8 11 10 -12 -13 -14 -15 -16 16 -18 18 20 21 -22 22 23 24 25 -27 -28 28 29 -31
leaf_value=0.0019343141466379166 0.004773371201008559 -0.0015252096259868459 0.0022447939974005785 0.0043067807065589091 0.0033557820392565597 -0.0035439699015114459 -0.0039322357611464602 0.0044739013184206906 0.001235727217863314 0.0035076620237139821 -0.0027381953930117838 0.0024936725637720279 -0.0056150564542886893 0.00043648288818076258 -0.0020076281097135508 0.0044000122718335618 -0.0026718086237087846 -0.0046408172327511276 -0.0012069043656811119 0.0027645363139786891 0.003053668113425374 -0.0023393034495206343 -0.0023596071973443033 0.0035850022145314147 -5.285758748198676e-06 9.6458660628082732e-05 0.00051284489135130075 0.0018809720923724984 -0.010696397389224529 -0.0025393840542528782
leaf_weight=20 20 38 27 21 27 32 35 27 32 22 23 24 22 20 40 21 20 29 20 21 20 36 25 20 152 2029 204 21 23 50
leaf_count=20 20 38 27 21 27 32 35 27 32 22 23 24 22 20 40 21 20 29 20 21 20 36 25 20 152 2029 204 21 23 50
internal_value=0 -1.24754e-05 6.29176e-06 0.000475593 0.000192301 -0.000140049 0.000344064 -0.000144771 0.000920529 -0.00154298 0.000315335 -0.000309485 -0.00155533 0.00260493 -4.5607e-05 -1.67326e-05 -3.94235e-05 -1.97126e-05 -0.00141519 1.72929e-05 0.000923382 -1.83666e-05 -4.11951e-05 -8.417e-06 1.51043e-05 -1.36968e-05 -0.000510376 -0.0013589 -0.00354772 -0.0051094
internal_weight=0 3101 3063 305 284 257 225 185 105 80 45 78 54 40 2758 2718 2691 2671 69 2602 40 2581 2560 2524 2499 2479 450 246 94 73
internal_count=3121 3101 3063 305 284 257 225 185 105 80 45 78 54 40 2758 2718 2691 2671 69 2602 40 2581 2560 2524 2499 2479 450 246 94 73
is_linear=0
shrinkage=0.1


Tree=861
num_leaves=31
num_cat=0
split_feature=1210 1203 1200 133 15 0 1210 132 132 52 1204 1213 402 402 0 2 1209 12 16 3 1213 43 15 2 52 0 4 150 0 16
split_gain=0.00753257 0.00721702 0.00960949 0.00911832 0.0385133 0.0189123 0.0130944 0.0126429 0.0164974 0.0698097 0.0332633 0.0394978 0.0163878 0.038633 0.036063 0.0740894 0.0231426 0.01496 0.0318207 0.0271107 0.0278035 0.0247589 0.0312874 0.0239027 0.0141183 0.0404989 0.124355 0.0474143 0.0513444 0.0393992
threshold=-0.42132499999999995 0.10970500000000001 0.090100000000000013 -0.46007999999999999 0.090325000000000003 -0.097274999999999986 -0.14310999999999999 -0.43443999999999999 -0.083919999999999981 0.092965000000000006 -0.081484999999999988 -1.0000000180025095e-35 -0.020594999999999999 -0.0088649999999999979 -0.086409999999999987 0.089885000000000007 -0.067109999999999989 0.085440000000000016 -0.080954999999999985 -0.072624999999999981 -0.069109999999999991 0.055925000000000009 0.091915000000000011 0.086285000000000014 0.016565000000000003 -0.11173999999999999 0.0067750000000000006 0.083250000000000005 -0.093584999999999988 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 -8 9 -9 11 -10 14 -14 15 -12 -15 -16 -19 20 -20 22 23 -22 -18 26 -26 28 -27 -30
right_child=1 -3 -4 6 -6 -7 7 8 10 -11 12 -13 13 16 17 -17 24 18 19 -21 21 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.0017288419008255004 0.00058620002331031911 0.0018795024568680674 -0.0020626401366746947 -0.0021557229472693568 -0.0021108148486486504 0.0040518652269383891 -0.0020979339931288671 2.669226487652741e-05 0.00022599220894335302 0.0058482480440288781 0.0072569733607056354 -0.0060587338730692872 -0.0042638413142412901 0.0028039170794987253 -0.0021924617072648328 -0.0010651368851540611 8.080212824136794e-05 0.0034450141535583706 -0.0021179520034682797 -0.0034029081729905946 -6.5070758723924249e-05 0.0037608940985852054 -0.002203354319076865 0.0041385021904716268 -0.0093179107070318432 0.0026419702512000438 -0.00070103623351032473 0.0045494746499960981 -0.00033463462302596946 -0.0036244129084456616
leaf_weight=25 31 20 23 29 28 32 29 117 20 25 23 20 22 28 23 20 1622 31 33 21 31 28 31 24 20 55 103 21 547 39
leaf_count=25 31 20 23 29 28 32 29 117 20 25 23 20 22 28 23 20 1622 31 33 21 31 28 31 24 20 55 103 21 547 39
internal_value=0 -1.39603e-05 -2.62715e-05 -1.09304e-05 0.000975045 0.00234654 -4.1222e-05 -2.03149e-05 4.3272e-07 0.00105161 -5.36106e-05 -0.00291637 -1.15422e-05 -9.2124e-05 0.000735588 0.00338622 -5.44329e-05 0.000222177 0.000501256 -4.1938e-05 0.000438201 0.00117814 0.000337243 0.00176922 -8.76833e-05 -0.000435815 -0.00210215 -0.000126208 -0.00027939 -0.000553579
internal_weight=0 3096 3076 3053 91 63 2962 2933 2904 142 2762 40 2722 2457 265 43 2435 222 199 168 147 114 86 55 2407 785 123 662 641 586
internal_count=3121 3096 3076 3053 91 63 2962 2933 2904 142 2762 40 2722 2457 265 43 2435 222 199 168 147 114 86 55 2407 785 123 662 641 586
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1208 400 0 400 400 400 1210 399 1204 12 3 47 3 3 4 49 3 1 1429 0 15 133 12 1 133 13 12
split_gain=0.00838804 0.0218732 0.0153969 0.0671561 0.00755995 0.0464554 0.00792845 0.015365 0.0186409 0.0107992 0.0101286 0.0163928 0.0512719 0.0102453 0.0313182 0.0396462 0.0259602 0.019876 0.0289696 0.0546571 0.0437277 0.0390572 0.0615823 0.027579 0.0270877 0.0592005 0.0526095 0.0544463 0.0365569 0.0489888
threshold=0.11846000000000001 0.10383000000000002 0.2506000000000001 0.092250000000000013 -0.090784999999999991 -0.082184999999999994 -0.086724999999999983 -0.083039999999999989 -0.082199999999999981 0.0028200000000000005 -0.080734999999999987 -0.064464999999999981 0.090455000000000021 -0.092644999999999991 0.10954500000000002 -0.094874999999999987 -0.091869999999999993 -0.082349999999999993 -0.011734999999999997 -0.13309499999999996 0.10752500000000002 0.083870000000000014 -0.069824999999999984 0.083490000000000023 0.024320000000000005 0.086095000000000019 0.098700000000000024 -0.097509999999999986 -0.013304999999999999 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8 -9 10 -10 12 -12 14 15 17 -15 24 19 -19 21 22 23 -20 26 -26 27 -13 -29 -30
right_child=-2 -3 -4 -5 6 -7 7 8 9 -11 11 13 -14 16 -16 -17 -18 18 20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0037527569933445194 0.0017886567101903401 -0.002615932482876815 -0.0022421923405878865 0.0058099650824442505 -0.0015925325758871624 -0.0016789026828783174 0.0025645768431865651 -0.0029988680212270648 0.0018990787342233859 0.0018787347042113348 0.0013019645040662125 0.0024650036734307095 -0.0045946960989385844 -0.0036922245938330895 -0.0029338301146506437 0.0042898052820452941 -7.3158945757633131e-05 0.0016662548952606612 0.00083185981588476177 -0.0044202339373296123 -0.00085197318905092618 -0.0011471776469122797 0.0081260374045244981 0.0049694492404038712 0.0060041207284666602 -0.00043329679517773915 0.0014461867240888457 5.7020044634835073e-05 -0.0066382464393973358 -0.0013420167176293272
leaf_weight=32 26 32 30 20 32 31 23 21 27 30 29 21 30 20 27 27 2209 36 49 25 47 21 23 24 20 50 62 26 40 31
leaf_count=32 26 32 30 20 32 31 23 21 27 30 29 21 30 20 27 27 2209 36 49 25 47 21 23 24 20 50 62 26 40 31
internal_value=0 -1.50259e-05 1.21465e-05 3.44446e-05 -3.89272e-06 0.00108004 -2.7041e-05 -9.87319e-06 -3.03265e-05 -8.6357e-06 -2.85447e-05 -4.70203e-05 -0.00169634 -1.17376e-05 0.000383895 0.000562338 -0.000105631 0.000350461 0.00103232 -0.000828208 0.00172435 0.00275928 0.00361382 0.00219216 -0.000263215 0.00140597 -0.00091234 -0.00215157 -0.00315103 -0.00432581
internal_weight=0 3095 3063 3033 3013 63 2950 2918 2895 2874 2844 2817 59 2758 529 502 2229 475 225 61 164 117 96 73 250 70 180 118 97 71
internal_count=3121 3095 3063 3033 3013 63 2950 2918 2895 2874 2844 2817 59 2758 529 502 2229 475 225 61 164 117 96 73 250 70 180 118 97 71
is_linear=0
shrinkage=0.1


Tree=863
num_leaves=31
num_cat=0
split_feature=402 39 376 46 0 49 15 129 376 129 1 3 3 3 13 150 1452 0 1375 150 51 52 2 50 0 133 1 2 50 16
split_gain=0.00953986 0.00673699 0.0113434 0.0114171 0.0155611 0.0642733 0.00994721 0.0123571 0.0109662 0.010683 0.00917233 0.0116897 0.0176209 0.0336909 0.0215824 0.0205957 0.0193162 0.0120852 0.0270335 0.0245713 0.0173492 0.0373127 0.0386104 0.047815 0.0463368 0.0345973 0.048496 0.101883 0.0837433 0.0316002
threshold=0.27918000000000004 0.16946000000000003 0.11690000000000002 0.10253500000000002 -0.24955499999999997 -1.0000000180025095e-35 -0.56368999999999991 -0.087439999999999976 0.089985000000000023 -0.075474999999999987 0.15170500000000001 0.32202000000000003 0.14121000000000003 0.11924500000000002 -0.17933499999999997 0.094605000000000009 0.11769000000000002 -0.23051499999999997 0.097315000000000026 0.076925000000000007 0.012085000000000002 -0.0041199999999999995 0.094215000000000007 0.11669000000000002 -0.077999999999999986 0.086990000000000012 0.087325000000000014 0.10467500000000002 0.083090000000000011 -0.074929999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8 9 -9 11 12 13 14 -11 -14 17 19 20 -16 -19 25 24 29 -23 26 28 -28 -22 -24
right_child=-2 -3 -4 -5 6 -7 7 8 -10 10 -12 -13 15 -15 16 -17 -18 18 -20 -21 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.001603592448635027 0.0017746513676441585 -0.0017223140649983417 0.0021610667524025002 -0.0020314975934784991 0.0020873583482832396 0.0059007826039478893 -0.0025241533748339862 0.0017776346490295095 -0.0020360331113570959 -0.0028019599849358201 0.0015323710835513633 -0.0018428581951108452 0.002367458247463219 -0.0038837342765992103 0.00069870655535764648 -0.0012712351246071715 0.0027555008325725796 -0.00014652340898902149 0.0033305656577188834 -0.0041387770679735007 -0.0047080648096743975 -0.00017176403153181365 0.006594659534416028 -0.00101089709951805 -0.004383390630994524 -0.0011096056009034416 0.0081054176629653998 0.00036053009892136542 0.0039734682901762432 0.0011087258933998999
leaf_weight=25 30 23 24 28 22 21 20 33 27 28 37 36 60 23 21 21 25 2209 24 21 20 103 21 39 35 31 35 33 25 21
leaf_count=25 30 23 24 28 22 21 20 33 27 28 37 36 60 23 21 21 25 2209 24 21 20 103 21 39 35 31 35 33 25 21
internal_value=0 -1.72241e-05 -4.44144e-06 -2.15151e-05 -2.85477e-06 0.00182232 -3.11234e-05 -4.6933e-05 -3.00121e-05 -1.13418e-05 -3.19262e-05 -5.2371e-05 -2.93092e-05 -7.26864e-05 -4.01133e-05 0.00142409 -1.1074e-05 -3.72925e-05 -1.00679e-05 -0.00172004 -4.12402e-05 0.00059945 -0.000222668 0.00151045 -0.00123993 0.00184976 0.00266162 0.00434687 0.000115009 0.00385169
internal_weight=0 3091 3068 3044 3016 46 2970 2948 2928 2901 2868 2831 2795 2714 2691 81 2663 2638 2596 42 2572 363 219 81 138 144 113 68 45 42
internal_count=3121 3091 3068 3044 3016 46 2970 2948 2928 2901 2868 2831 2795 2714 2691 81 2663 2638 2596 42 2572 363 219 81 138 144 113 68 45 42
is_linear=0
shrinkage=0.1


Tree=864
num_leaves=31
num_cat=0
split_feature=402 133 1210 1209 1209 1208 1209 402 52 1210 130 130 130 133 2 1209 12 43 0 133 52 1209 1213 1213 1452 52 0 0 13 1455
split_gain=0.00772729 0.00702598 0.0111814 0.00743515 0.0346508 0.0307002 0.0266462 0.0186689 0.0292371 0.0127623 0.0105097 0.0289007 0.0300879 0.0455619 0.0468317 0.027389 0.0231567 0.0772107 0.0259124 0.0412209 0.0332891 0.0215236 0.0159451 0.0120503 0.0247988 0.0223374 0.0172858 0.0182828 0.0182457 0.0161829
threshold=0.27918000000000004 -0.54084999999999994 -0.14310999999999999 0.083050000000000013 0.087355000000000002 0.11846000000000001 0.11495000000000001 -0.090599999999999986 0.048520000000000008 -0.081959999999999991 0.095135000000000011 0.084975000000000009 0.087230000000000016 0.089980000000000018 0.089125000000000024 -0.084629999999999997 0.110195 0.26746000000000009 -0.069444999999999993 0.090665000000000009 0.088005000000000014 -0.074484999999999982 -0.50911999999999991 -0.086979999999999988 -0.069739999999999983 0.094465000000000007 -0.084384999999999988 -0.088544999999999985 -0.06532499999999998 -0.24112999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 9 -5 6 7 8 -6 -4 11 15 -13 14 -14 -11 17 18 19 20 -12 -17 -23 25 -25 26 27 -24 -28 -26
right_child=-2 2 3 4 5 -7 -8 -9 -10 10 16 12 13 -15 -16 21 -18 -19 -20 -21 -22 22 23 24 29 -27 28 -29 -30 -31
leaf_value=0.0013542368661964665 0.0015971861918418048 -0.0020970197618365863 -0.0025695936428382993 0.0034832915647284076 0.0042267383832950145 0.003522483946871944 -0.0040397033048793678 -0.001657452482613735 -0.0005917333458081189 0.0033100277204842622 0.00050057511812505819 0.0043834795276152683 -0.00014283077907748521 -0.003115545056093454 0.0060257005086168649 -0.0031292831302498995 0.0013782605063170196 -0.0071464891266077761 -0.0034776638046340931 0.003303299517175483 -0.0045174152543768289 -0.0028685924507590244 -0.00029941021545504731 -0.0032843328585537772 0.0024275179576272003 0.0033997251976480973 -0.0031316651691061757 0.0032258177658409945 0.00076765797954673576 -8.1294748119712526e-05
leaf_weight=37 30 26 20 34 20 20 20 40 34 24 39 29 32 23 20 23 38 20 22 31 20 20 31 24 26 28 24 28 24 2314
leaf_count=37 30 26 20 34 20 20 20 40 34 24 39 29 32 23 20 23 38 20 22 31 20 20 31 24 26 28 24 28 24 2314
internal_value=0 -1.55016e-05 -3.20964e-05 -1.43659e-05 0.000632174 -9.12437e-05 -0.000725231 -2.00241e-05 0.00119289 -5.23444e-05 -3.46173e-05 1.39232e-05 0.00164814 0.000590479 0.00222968 -5.23118e-05 -0.000796989 -0.0014232 -0.00040118 0.000350849 -0.00120044 -8.40569e-05 -5.62521e-05 -3.37444e-05 -8.62202e-05 0.000885165 0.00022715 0.00137358 -0.001182 -5.34191e-05
internal_weight=0 3091 3054 3028 168 134 114 94 54 2860 2840 2670 104 75 52 2566 170 132 112 90 59 2542 2519 2499 2364 135 107 59 48 2340
internal_count=3121 3091 3054 3028 168 134 114 94 54 2860 2840 2670 104 75 52 2566 170 132 112 90 59 2542 2519 2499 2364 135 107 59 48 2340
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=31
num_cat=0
split_feature=1203 1204 133 1203 42 393 130 399 483 1456 1455 483 482 402 16 2 401 12 0 403 1452 158 159 1427 42 43 1427 483 51 483
split_gain=0.00678014 0.00847032 0.0169424 0.0146408 0.0469029 0.0263532 0.0167031 0.0196941 0.0100664 0.011878 0.0196637 0.0144906 0.0131128 0.0105247 0.0557083 0.0725533 0.0991604 0.0582933 0.0214676 0.0212612 0.0111257 0.0193186 0.0129109 0.0152502 0.042637 0.0548754 0.0486356 0.0137929 0.0415549 0.0160497
threshold=0.10970500000000001 0.057120000000000011 -0.54084999999999994 0.089005000000000015 -0.058859999999999989 0.12069000000000002 0.12884500000000002 0.099080000000000015 0.13726000000000002 -0.50750999999999991 -0.24112999999999998 -0.47356499999999996 0.11117500000000001 0.11320500000000001 -0.082404999999999992 0.089775000000000008 0.097935000000000008 0.088365000000000013 -0.071339999999999987 -0.55157999999999985 0.11815000000000002 0.13374000000000003 0.13255000000000003 0.078535000000000008 0.088295000000000012 -0.077604999999999993 0.088585000000000011 0.10761000000000003 -0.45454999999999995 0.098395000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 9 -4 -11 -12 13 19 17 16 -16 -15 -17 -13 21 22 23 27 26 -26 -25 28 -21 -30
right_child=-2 -3 3 4 -6 -7 -8 -9 -10 10 11 12 -14 14 15 18 -18 -19 -20 20 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0024964227246258549 0.001835304843261838 -0.0019237558721848158 -0.0024602887709625067 0.00078401606141900021 -0.0054678455682005732 0.003626500485697761 0.0022567603009520099 -0.0027803231451588757 0.0021656324848577028 0.0030340045180526519 -0.0023872517908994969 -0.0026455041279405123 0.0018053286825306714 0.0017762011010199787 0.010093407370593577 0.001538425442413427 0.00068404741371826583 -0.0056832606057551777 -0.0030948923714458946 0.0043727810007774016 -0.0023448391817510131 0.002916933320970698 -0.0018886208273838031 -0.0026976620133679647 -0.0072833776340952942 -5.4110995205562744e-05 0.0031251051586423276 -0.0019254131912020966 -3.2849355207294971e-05 0.0016953362309670246
leaf_weight=27 20 23 20 30 20 20 32 26 21 21 26 32 39 20 21 20 24 22 20 22 21 22 38 26 21 21 32 36 2343 55
leaf_count=27 20 23 20 30 20 20 32 26 21 21 26 32 39 20 21 20 24 22 20 22 21 22 38 26 21 21 32 36 2343 55
internal_value=0 -1.18369e-05 2.44973e-06 -1.96208e-05 -0.00171673 8.65488e-06 -1.56178e-05 -4.02757e-05 -1.59031e-05 -3.16895e-05 -1.48359e-05 -3.72147e-05 -1.56623e-05 -4.10624e-05 0.000848359 0.00232058 0.00507508 -0.00213114 -0.000778233 -8.33841e-05 -5.22928e-05 -3.38893e-05 -5.89156e-05 -3.17134e-05 -0.00124223 -0.00366874 0.000514899 1.75748e-05 4.64788e-05 6.78793e-06
internal_weight=0 3101 3078 3051 50 3001 2981 2949 2923 2902 2882 2861 2835 2796 127 85 45 42 40 2669 2637 2616 2594 2556 100 42 58 2456 2420 2398
internal_count=3121 3101 3078 3051 50 3001 2981 2949 2923 2902 2882 2861 2835 2796 127 85 45 42 40 2669 2637 2616 2594 2556 100 42 58 2456 2420 2398
is_linear=0
shrinkage=0.1


Tree=866
num_leaves=31
num_cat=0
split_feature=1426 1425 475 471 475 475 1428 51 51 474 156 42 13 3 12 2 2 131 1451 1429 157 13 1372 12 1446 160 2 0 50 0
split_gain=0.006772 0.00962771 0.0134361 0.014282 0.0171997 0.0114407 0.0239536 0.0122395 0.0413737 0.0525838 0.0387711 0.0380157 0.0235931 0.0198082 0.0314644 0.0284989 0.0275701 0.0345872 0.0157656 0.0113049 0.0152516 0.0876924 0.0500465 0.0327872 0.0245467 0.0169623 0.0326907 0.0986622 0.016406 0.0492574
threshold=-0.10090499999999998 0.10034500000000002 -0.49729499999999999 0.094575000000000006 0.093020000000000005 0.061570000000000007 -0.070379999999999984 -0.12463499999999998 -0.22411499999999998 0.023345000000000001 0.12734000000000004 0.083995000000000014 0.095120000000000024 0.0041950000000000008 0.089085000000000011 0.11824000000000001 0.10981000000000002 0.081165000000000001 0.089825000000000002 -1.0000000180025095e-35 -0.087424999999999989 -0.085384999999999975 -0.087494999999999976 0.090995000000000006 0.11581000000000001 -0.53327999999999987 0.083995000000000014 -0.084044999999999995 0.11875500000000001 -0.074229999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 12 11 18 -10 13 14 -8 16 17 -16 19 -9 21 -21 -22 -23 25 26 -24 -28 -27 -30
right_child=1 -3 3 -5 -6 -7 7 10 9 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 20 22 23 24 -25 -26 28 27 -29 29 -31
leaf_value=0.0017897111008919422 0.0025865937478374689 -0.0020504819597471908 0.003291946722575548 -0.0019403670007657064 0.0023929481697268786 -0.0021437090858817099 -0.0041898769559338689 0.0017968978513689601 -0.0074843067564264246 0.0012946361587161111 0.0043219602943974592 -0.001658283067601068 0.0024602289623169996 0.0023874681487324693 -0.003221021862312531 -0.0028350914109915755 0.0036513044372744243 0.0019963947918128083 0.0025597869884222747 -0.0059819728086170348 0.0046518795070764818 0.0026144059093080856 -0.0039661793210143516 -0.0018503574325285596 0.0031484258438770974 3.9103800720562983e-05 0.0053917697444558141 -0.0042117578756955014 -0.0034940409705764156 0.00071705075755684831
leaf_weight=21 20 23 22 38 30 25 24 34 24 21 21 21 34 21 24 29 24 27 24 28 23 38 32 29 24 2285 20 23 51 61
leaf_count=21 20 23 22 38 30 25 24 34 24 21 21 21 34 21 24 29 24 27 24 28 23 38 32 29 24 2285 20 23 51 61
internal_value=0 -1.21238e-05 3.1125e-06 -1.37896e-05 1.04602e-05 -1.34524e-05 4.51535e-06 -2.00678e-05 -0.000690846 -0.00283727 4.19537e-05 -0.0047655 8.32752e-05 -0.000459117 -0.000926135 -0.000172964 0.000856393 -0.00045886 8.31591e-06 -1.48092e-05 -3.83739e-05 -0.00128219 8.53468e-06 0.000681896 -3.42525e-05 -6.51523e-05 -0.00154604 0.000254999 -1.88168e-05 -0.0012005
internal_weight=0 3100 3077 3057 3019 2989 2964 2942 249 66 2693 45 183 149 128 104 75 51 2672 2648 2614 95 2519 67 2496 2472 75 43 2397 112
internal_count=3121 3100 3077 3057 3019 2989 2964 2942 249 66 2693 45 183 149 128 104 75 51 2672 2648 2614 95 2519 67 2496 2472 75 43 2397 112
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=31
num_cat=0
split_feature=1428 473 472 474 474 1446 2 0 0 2 484 4 2 157 2 51 0 1 3 150 16 2 16 48 482 403 403 3 3 13
split_gain=0.00789084 0.0413879 0.00971734 0.0175832 0.018277 0.045373 0.00872828 0.0723019 0.0384619 0.0313764 0.0291557 0.0444668 0.0281668 0.0281278 0.0247123 0.0231304 0.0506923 0.0340713 0.0291603 0.0252343 0.0281548 0.0216253 0.0328699 0.0301979 0.0212593 0.020184 0.0437341 0.0432797 0.0787862 0.0201617
threshold=-0.071779999999999997 -0.072684999999999986 -0.10116499999999999 0.11568500000000002 0.11085000000000002 -0.093534999999999993 0.113445 0.10455500000000001 0.18019500000000002 0.10981000000000002 0.090535000000000018 0.53859500000000016 0.10803500000000001 0.23903500000000003 0.11448000000000001 -0.22411499999999998 -0.066689999999999985 0.15471500000000002 -0.063814999999999997 1.0000000180025095e-35 -0.50690499999999983 0.12358500000000001 -0.101115 0.13252500000000003 0.11816500000000001 -0.53960999999999981 -0.53101999999999994 -0.082879999999999995 -0.086049999999999988 -0.08231999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 8 10 9 12 11 14 13 24 -8 16 -16 18 -17 21 -21 22 -20 -23 25 27 -27 28 -7 -28
right_child=1 2 3 -5 -6 6 7 -9 -10 -11 -12 -13 -14 -15 15 17 -18 -19 19 20 -22 23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.001471942999503679 0.0045514655055012556 -0.0017458945425460116 0.0047552470862865445 0.0025952404405241119 -0.002472429514552156 0.0041956353335297625 -0.0031468955764117155 -0.0061524506267492795 0.003551845830835162 0.0020787313072220754 -0.0027664100742325762 0.0041818597819656134 -0.0029122210600796869 0.003081866191571643 0.0059478922933340079 -0.0016175097742589283 -0.00016894901747859661 -0.0042013311189033889 0.0061890762532129887 -0.0040458349222760826 0.00047586585395038134 -0.00046813240954400722 0.00058766433080150327 0.0035518110077828167 0.0025076734185859096 -0.0043885453895200046 0.00031528629886546603 0.0045524360804722226 -0.0040396327600599486 -0.00032081725059763763
leaf_weight=36 20 32 20 26 30 21 26 21 31 71 39 25 34 29 20 82 42 21 20 21 40 74 22 25 32 24 770 29 26 1412
leaf_count=36 20 32 20 26 30 21 26 21 31 71 39 25 34 29 20 82 42 21 20 21 40 74 22 25 32 24 770 29 26 1412
internal_value=0 1.71766e-05 -1.24109e-05 5.87842e-06 -1.65105e-05 8.23846e-06 -2.38685e-05 -0.000415126 5.15737e-05 7.24837e-06 -0.000151485 9.24908e-05 -5.4626e-05 -1.31585e-05 -0.000167647 4.34168e-05 0.00180423 -0.000314518 -2.7113e-05 0.000618494 -0.00108079 0.00135364 0.003255 0.000547005 -5.19466e-05 -8.78396e-05 -0.000143041 0.00151445 -0.000360045 -9.63444e-05
internal_weight=0 3085 3065 3033 3007 2977 2957 478 2479 2448 457 418 2377 2343 393 367 62 305 284 202 61 141 42 99 2314 2282 2206 76 47 2182
internal_count=3121 3085 3065 3033 3007 2977 2957 478 2479 2448 457 418 2377 2343 393 367 62 305 284 202 61 141 42 99 2314 2282 2206 76 47 2182
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=31
num_cat=0
split_feature=15 401 1213 15 1185 1208 1209 0 402 484 403 16 131 481 52 403 4 1212 1204 2 401 401 13 13 15 13 52 3 133 42
split_gain=0.00666879 0.0290027 0.0397956 0.0237438 0.0202053 0.0181401 0.0629774 0.0526111 0.0253395 0.0648961 0.120222 0.0334815 0.0240316 0.031976 0.029873 0.0853594 0.0231045 0.0429955 0.0246096 0.0263489 0.0484066 0.0322424 0.0422979 0.0421144 0.02912 0.0282987 0.0276055 0.0242708 0.027887 0.0400477
threshold=0.085935000000000025 0.11444000000000001 0.12439000000000001 0.086355000000000015 -0.083264999999999992 0.10233500000000001 -0.092684999999999976 -0.070499999999999993 0.012085000000000002 -0.081614999999999979 -0.059794999999999994 -0.08231999999999999 0.08956500000000002 -0.085474999999999982 0.40411000000000002 -0.074254999999999988 -0.080584999999999976 0.087685000000000013 -0.064464999999999981 0.091265000000000013 -0.06959499999999999 -0.06959499999999999 0.021350000000000004 -0.059629999999999996 0.12044500000000001 -0.08459499999999999 0.093665000000000012 -0.081814999999999985 -0.0042999999999999991 -0.062154999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 6 -6 -7 12 -10 -11 -12 13 -8 15 -14 17 27 -18 20 -20 -21 23 24 -23 -22 -27 28 -15 -30
right_child=3 -3 -4 4 5 7 8 -9 9 10 11 -13 14 16 -16 -17 18 -19 19 21 25 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-8.5096781754656289e-05 0.0028638554147839774 0.0032947368798777461 -0.004097643572371453 0.0030540079688248429 -0.0056055922806262969 0.0058537462609820068 0.0027794354119396302 -0.00086155397252046643 -0.0034978738753125072 0.0073498827108944009 -0.0022411599324903254 0.0017613243875338844 -0.00011439254834643893 0.0013646813871508296 0.00064021602006895202 -0.0079801323286532843 -0.0027428955544525273 -0.0043008082355795937 -0.0025534933454103093 0.0032484005459330299 0.00018038040355101905 -0.0019478948850741203 0.0030464768721933733 -0.0047149642041679762 0.0024379670037887992 0.0051888299599775808 0.0011122284364179136 0.0016947203394307127 0.0015716916780961169 -0.0034161030943505467
leaf_weight=2183 33 25 25 23 20 20 40 28 24 33 33 57 37 33 35 22 23 33 22 22 33 41 22 33 24 46 26 43 22 60
leaf_count=2183 33 25 25 23 20 20 40 28 24 33 33 57 37 33 35 22 23 33 22 22 33 41 22 33 24 46 26 43 22 60
internal_value=0 -9.21804e-05 -0.000130529 0.000231801 0.000130213 4.93864e-05 -6.61504e-05 0.00193649 7.88612e-05 0.00125874 0.00218686 0.000293747 -0.000202244 6.23393e-05 -0.00167434 -0.00304738 -0.000162679 -0.00101784 0.000396693 0.000665133 0.00171165 -0.000270838 -0.000916032 -0.00180557 -0.0003285 0.0026053 0.00371672 -0.000332161 -0.00109004 -0.00207791
internal_weight=0 2233 2208 888 855 832 784 48 764 147 123 90 617 523 94 59 483 191 292 269 127 142 120 98 65 105 72 158 115 82
internal_count=3121 2233 2208 888 855 832 784 48 764 147 123 90 617 523 94 59 483 191 292 269 127 142 120 98 65 105 72 158 115 82
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=31
num_cat=0
split_feature=52 1 52 474 52 42 474 133 16 130 13 3 16 13 131 1456 3 3 43 157 51 2 42 0 4 0 4 2 52 51
split_gain=0.00635648 0.0175121 0.0170203 0.0125825 0.0190832 0.0433872 0.0385468 0.0181338 0.0104223 0.0217822 0.0210927 0.0248835 0.0270628 0.0248136 0.021183 0.0216904 0.0207861 0.0415051 0.0463401 0.0327221 0.0647538 0.0305714 0.038178 0.0240511 0.0199856 0.0250176 0.01758 0.0604537 0.0223101 0.0162414
threshold=-0.56176499999999996 0.097525000000000014 -0.55327499999999985 -0.25711499999999993 -0.52606999999999993 0.090690000000000007 0.037915000000000011 0.086695000000000008 0.064860000000000015 -1.0000000180025095e-35 -0.095539999999999986 -0.12711499999999995 0.10994000000000002 -0.42195999999999995 0.10548500000000001 -0.066614999999999994 -0.094874999999999987 -0.082284999999999983 -0.078469999999999984 -0.0045449999999999996 -0.20636999999999997 0.12043500000000001 0.094525000000000012 -0.026509999999999995 -0.17966999999999997 1.0000000180025095e-35 -0.14098499999999997 0.082850000000000021 -0.21968999999999997 0.11548000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 -5 -8 24 -10 13 -12 -13 -11 15 -14 -17 -18 23 -20 21 22 -21 -19 25 -6 27 -26 -28 -30
right_child=2 -3 3 4 8 -7 7 -9 9 10 11 12 14 -15 -16 16 17 18 19 20 -22 -23 -24 -25 26 -27 28 -29 29 -31
leaf_value=-0.00083189177319347373 -0.0023917748693687221 0.0023523388609576687 -0.0024373411467032776 0.0052984929498052225 0.0047323841322213416 -0.0017138635346782395 -0.0014871478779241443 0.0027712272247299554 0.0024649026904903031 -0.0010375542793190108 -0.0036278388608479875 -0.0032900766545623942 0.0024385680200620778 0.0039437737478874623 0.0025037194738009323 0.0013204908072058223 -0.0056672054878436039 0.0045108058402547613 0.0010286145999478843 -0.0059863373730331664 -0.0078711197338998309 0.001891455859877169 0.00019250047858804465 -0.00028063532769341358 -0.005350808072118806 0.00041837872988430828 0.0027094137106858751 0.00090701124404164919 7.0396534945273403e-05 -0.0011144251552486523
leaf_weight=31 30 39 21 32 20 32 20 20 23 20 32 35 21 20 24 34 20 20 28 20 20 20 20 22 26 41 31 38 2239 122
leaf_count=31 30 39 21 32 20 32 20 20 23 20 32 35 21 20 24 34 20 20 28 20 20 20 20 22 26 41 31 38 2239 122
internal_value=0 0.00094218 -2.16167e-05 1.92013e-06 1.8995e-05 0.0013499 0.00271157 0.00064204 -2.88e-05 -0.000517681 -0.000710376 -0.000984236 -0.000686365 0.00145311 -0.000320381 -0.000621618 -0.000936638 -0.00138806 -0.000817511 -0.0019136 -0.00294338 -0.00130079 -0.00289692 0.002001 4.48138e-05 0.00183281 4.05218e-07 -0.00163523 4.4168e-05 9.17322e-06
internal_weight=0 70 3051 3021 3000 104 72 40 2896 379 356 316 284 40 249 225 204 170 150 108 80 60 40 42 2517 61 2456 64 2392 2361
internal_count=3121 70 3051 3021 3000 104 72 40 2896 379 356 316 284 40 249 225 204 170 150 108 80 60 40 42 2517 61 2456 64 2392 2361
is_linear=0
shrinkage=0.1


Tree=870
num_leaves=31
num_cat=0
split_feature=1426 1428 473 471 52 155 156 475 154 2 0 2 43 16 3 156 1 0 4 0 52 133 3 3 15 4 48 159 2 2
split_gain=0.00679531 0.00979374 0.0281241 0.00896686 0.0111761 0.0211694 0.0150745 0.0102491 0.0136662 0.012125 0.0468671 0.0422514 0.040166 0.0363116 0.0311416 0.0658179 0.0779566 0.0646344 0.0580189 0.0402139 0.0302293 0.0406436 0.0383339 0.0313262 0.0342168 0.07993 0.034925 0.0284386 0.0265619 0.0259125
threshold=-0.10090499999999998 -0.071779999999999997 -1.0000000180025095e-35 -0.083284999999999984 -0.56176499999999996 0.11245500000000001 -0.13114499999999998 0.058495000000000012 0.085530000000000009 0.113445 0.10455500000000001 0.10912000000000001 -0.083879999999999996 -0.06421499999999998 0.092670000000000016 0.089470000000000008 0.087325000000000014 -0.23001499999999997 0.0067750000000000006 -0.23091999999999999 -0.069804999999999992 0.089595000000000022 -0.049509999999999992 -0.047929999999999993 -0.43375999999999998 0.42642000000000008 0.10493500000000001 0.09320500000000001 0.11747 0.12358500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6 8 9 11 20 14 -13 -14 17 16 -16 -8 -18 -20 21 22 -11 28 -25 26 -26 -24 -22 -30
right_child=1 2 3 4 6 -7 7 -9 -10 10 -12 12 13 -15 15 -17 18 -19 19 -21 23 -23 27 24 25 -27 -28 -29 29 -31
leaf_value=0.0017927886386002814 -0.0018101958728705845 0.0037431301223114135 -0.0020783392402033015 -0.00018444421257299837 -0.0023397889112987155 0.0039016424412173889 0.0054841879988089207 0.0017439233283794515 -0.0026333822033484467 0.0017704655241686852 -0.0052054464688990262 -0.0015835043630518374 0.0055889413122915564 0.00091989803758840401 -0.0050030450095775829 -0.0066183108539830532 0.0050488080671057109 3.641584160540199e-05 -0.0042131247076516356 0.0012146514965794407 -0.003465431641234318 -0.0052489070951802809 -0.00082681809122172689 -0.0010254925150014781 0.002332181210177098 0.0075536094547715045 -0.0010602589850401824 -0.0051869970169805346 0.0022403472673989113 -0.0012732533741599092
leaf_weight=21 30 20 21 32 28 21 22 33 20 40 20 21 36 31 29 21 25 2162 21 39 32 24 52 58 71 21 53 21 31 65
leaf_count=21 30 20 21 32 28 21 22 33 20 40 20 21 36 31 29 21 25 2162 21 39 32 24 52 58 71 21 53 21 31 65
internal_value=0 -1.21447e-05 5.42582e-06 -1.90837e-05 -4.80694e-06 0.00143457 -3.0441e-05 -8.50692e-06 -2.83458e-05 -1.0349e-05 -0.00046486 8.17995e-05 0.00223256 0.00342864 1.83848e-07 -0.00147375 -0.000526073 9.12927e-05 0.00100136 -0.00068507 -0.000262271 -0.00151151 -0.000717724 0.000254785 0.00102728 0.00184839 0.000882187 -0.00208112 -0.000970348 -0.000138653
internal_weight=0 3100 3070 3050 3029 53 2976 2948 2915 2895 488 2407 88 67 2319 135 114 2184 85 60 468 137 113 331 203 145 124 73 128 96
internal_count=3121 3100 3070 3050 3029 53 2976 2948 2915 2895 488 2407 88 67 2319 135 114 2184 85 60 468 137 113 331 203 145 124 73 128 96
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=31
num_cat=0
split_feature=1419 1429 1426 1419 1419 51 1420 157 157 484 157 49 12 1446 52 1 52 1429 157 1374 1374 1 1365 1373 1375 1374 1375 484 484 403
split_gain=0.00688253 0.0145531 0.0170682 0.0211388 0.0095019 0.0277034 0.0142771 0.0131456 0.0153482 0.0674987 0.0437299 0.0206646 0.0312181 0.0173756 0.0159982 0.0230245 0.0161801 0.0164168 0.041139 0.0149518 0.0319717 0.0282663 0.0180302 0.0195126 0.0152246 0.0191584 0.0209303 0.0162755 0.0885056 0.0858507
threshold=0.11420000000000001 -0.23752499999999996 -0.089244999999999977 0.091465000000000005 0.086325000000000013 -0.019375 -0.085109999999999991 -0.39724499999999996 -0.087424999999999989 0.085740000000000011 -0.086649999999999991 -0.0069299999999999995 0.088435000000000014 0.11581000000000001 -0.56022499999999986 0.098420000000000021 -0.54663499999999987 -0.067934999999999982 0.20852500000000002 0.088460000000000011 0.084595000000000017 0.085475000000000009 0.088010000000000019 0.081220000000000014 0.089070000000000024 -0.08070999999999999 -0.085004999999999983 -0.085604999999999987 -0.081614999999999979 -0.55327499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4 -8 9 11 -10 -9 -13 14 15 -12 -16 -18 19 20 22 -21 23 24 25 -19 -27 -28 -29 -30
right_child=-2 2 3 -5 5 -7 7 8 10 -11 13 12 -14 -15 16 -17 17 18 -20 21 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.0026366287972667212 0.0016869115041724097 0.0027802248861090364 -0.0025496360258495609 -0.0028008293188004582 0.0038525362701519678 -0.0012363379669841381 0.0019920040959153663 0.0023731657724755887 0.004689096339570824 -0.0064290048368275165 -0.00027292033191770318 0.0011871253103208801 -0.0033030508194739623 0.0026209751879796386 -0.0028230745389702778 0.0042611277972658479 -0.002288179684546776 0.0022400854161713979 0.0037362798149215767 -0.0043664842722532541 0.0038726812428129575 1.3456912995202513e-05 0.0029456396354362369 -0.0027941154880234257 -0.0027885677968151872 -0.0031959932408339923 0.00090950996967603193 -0.0067196234920993449 0.0063260917939866592 -9.7843957474273347e-05
leaf_weight=21 24 22 22 27 23 20 33 26 20 20 24 32 30 25 21 21 32 37 29 23 21 41 20 26 20 21 173 20 21 2226
leaf_count=21 24 22 22 27 23 20 33 26 20 20 24 32 30 25 21 21 32 37 29 23 21 41 20 26 20 21 173 20 21 2226
internal_value=0 -1.30726e-05 4.83854e-06 -1.51544e-05 9.69303e-06 0.00148562 -1.15753e-05 7.2759e-06 -1.50853e-05 -0.00118501 2.97045e-05 6.80449e-06 -0.000985541 -3.565e-06 -2.7201e-05 0.00184297 -5.80167e-05 -3.659e-05 -9.68529e-06 -5.06943e-05 -1.33122e-05 -0.00156058 -4.51397e-05 -6.86521e-05 -4.05099e-05 -1.85079e-05 -5.24648e-05 -2.54098e-05 -9.67557e-05 -3.78072e-05
internal_weight=0 3097 3076 3054 3027 43 2984 2962 2929 108 2821 88 62 2801 2776 45 2731 2710 2678 2649 2585 64 2564 2544 2518 2498 2461 2440 2267 2247
internal_count=3121 3097 3076 3054 3027 43 2984 2962 2929 108 2821 88 62 2801 2776 45 2731 2710 2678 2649 2585 64 2564 2544 2518 2498 2461 2440 2267 2247
is_linear=0
shrinkage=0.1


Tree=872
num_leaves=31
num_cat=0
split_feature=3 11 104 34 1 1 4 150 131 4 3 3 0 120 133 1446 130 49 448 47 13 4 43 49 2 43 2 3 2 0
split_gain=0.00632013 0.00846539 0.00936986 0.0104738 0.011375 0.0181778 0.0112063 0.0323296 0.0306511 0.0236311 0.11624 0.0457451 0.0385883 0.0317214 0.0268457 0.0238558 0.022012 0.0218122 0.0463586 0.0237909 0.0235223 0.0309104 0.0439721 0.0313589 0.0227768 0.0308214 0.0168243 0.137088 0.0761965 0.0419451
threshold=0.63141500000000017 -0.072629999999999986 1.0000000180025095e-35 -0.09225499999999999 0.15618500000000002 0.14554000000000003 0.24564500000000003 0.12187000000000002 0.087580000000000005 0.076415000000000025 0.048265000000000009 -0.074479999999999977 -0.09515499999999999 1.0000000180025095e-35 -0.054584999999999995 -0.09143999999999998 -0.14996499999999999 -0.0072499999999999986 -0.066849999999999979 0.11842500000000002 -0.11122999999999998 0.51164000000000009 -0.076834999999999987 0.10671500000000002 0.11144000000000001 -0.0051099999999999991 0.083935000000000023 0.0051600000000000005 0.084055000000000005 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 9 8 17 13 11 12 -11 15 -13 -5 -17 18 -8 20 -19 23 -23 24 25 -22 27 29 -28 -18
right_child=-2 2 -4 4 -6 -7 7 -9 -10 10 -12 14 -14 -15 -16 16 26 19 -20 -21 21 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0020629609469324352 -0.001651554564823923 0.0020549495546147226 -0.0017308302745673684 -0.003398648472059341 -0.0019060318876478459 0.0024283696296474627 0.00078287855500266664 0.0028195943020714021 0.0016807040866895964 0.000275653817746053 0.0081823520537000153 -0.0041553489895215122 0.0056170208756590179 0.003956077834591269 -4.7670529513597123e-05 -0.0029079612986046975 0.003084442541646575 -0.0036941289280851687 -0.00509971132678156 0.0024176309339790829 0.00069536407965989345 0.00038256768871528603 -0.0053792308739637655 0.0039806448016315703 0.0015277050712029451 -0.0047225459456621188 0.0060285603966225287 -0.0079951533055661814 0.00010610437430074089 -0.00033968916111785778
leaf_weight=20 23 25 31 21 31 31 21 26 41 38 21 26 21 20 41 26 38 30 37 21 21 26 27 20 32 21 22 23 1729 611
leaf_count=20 23 25 31 21 31 31 21 26 41 38 21 26 21 20 41 26 38 30 37 21 21 26 27 20 32 21 22 23 1729 611
internal_value=0 1.22614e-05 -1.06351e-06 1.6535e-05 -3.28085e-07 1.94234e-05 -5.80539e-06 -0.000561759 -0.000857769 6.2292e-05 0.00129434 0.000146339 0.00217682 -1.04434e-05 -0.0016417 -4.2561e-05 -1.37828e-05 -0.00126432 -0.00296981 -0.000764735 -0.0011423 -0.000621523 -0.00255269 0.000467326 -0.00048222 -0.00201359 1.72732e-05 -0.00040808 0.000180516 -0.000139201
internal_weight=0 3098 3078 3047 3022 2991 2960 323 297 2637 147 126 59 2490 67 2470 2449 256 58 198 177 147 53 94 74 42 2423 672 1751 649
internal_count=3121 3098 3078 3047 3022 2991 2960 323 297 2637 147 126 59 2490 67 2470 2449 256 58 198 177 147 53 94 74 42 2423 672 1751 649
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=31
num_cat=0
split_feature=49 474 42 157 15 49 49 2 2 0 1 13 3 43 38 11 132 41 12 13 160 3 158 3 1 2 151 151 50 51
split_gain=0.00652172 0.0399212 0.0649946 0.0419333 0.066667 0.0402462 0.0410161 0.061254 0.0302689 0.0259967 0.0231105 0.0299181 0.0338662 0.0220644 0.0204997 0.0209008 0.0187224 0.018517 0.0390829 0.0180572 0.0146535 0.0259643 0.0210601 0.0324339 0.0267537 0.0252932 0.0195271 0.0195506 0.0173423 0.023859
threshold=0.09567500000000001 0.083685000000000023 0.083995000000000014 -0.0031149999999999993 -0.052074999999999989 0.097685000000000008 0.10463500000000002 0.099185000000000009 0.10855000000000002 -0.050064999999999991 0.10708500000000001 -0.075974999999999987 -0.076969999999999997 0.51518000000000008 0.10657000000000001 -0.014494999999999999 -0.40070499999999992 0.086565000000000017 0.085250000000000006 -0.026374999999999999 0.3961050000000001 -0.082284999999999983 0.10722000000000002 -0.049509999999999992 0.15799000000000005 0.083995000000000014 -0.15340499999999999 -0.14575499999999997 -0.23771499999999998 -0.20636999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 3 -3 -2 5 -5 7 -7 -6 10 11 -8 -13 14 15 -1 -17 20 -19 -12 22 -22 24 25 26 -24 -18 -28 -29 -30
right_child=1 2 -4 4 8 6 9 -9 -10 -11 19 12 -14 -15 -16 16 17 18 -20 -21 21 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-0.0032174824189860375 -0.0040674524898557654 0.0055321935131879794 -0.0010182026350362735 -0.0047675355668896097 0.0055389732432862132 -0.0015894822067702595 0.00048256540534699833 0.0057087581523734589 0.00046231836566458582 -0.0045835746186120175 -0.0010292265965635408 -0.00068703732613357722 -0.0049671592913862125 0.0029006187545342582 0.0031397408717090177 -0.0028776220215315173 -0.0027278416664697804 0.0046215185684289921 -0.00041152135947615737 0.0024701576400548222 -0.00035858426160891265 0.0037144678580606806 -0.00226926990888185 -0.0045756834782660011 0.0034246850708175612 0.0014793018939801388 0.0031410052289720623 0.0027954196811399677 -0.0022086463783088386 2.1791698681483971e-05
leaf_weight=20 35 28 33 26 24 23 41 23 23 21 29 36 38 27 21 22 26 27 36 30 34 29 36 25 23 36 20 22 49 2258
leaf_count=20 35 28 33 26 24 23 41 23 23 21 29 36 38 27 21 22 26 27 36 30 34 29 36 25 23 36 20 22 49 2258
internal_value=0 -0.000371713 0.00198854 -0.000784249 -0.000418287 -0.00102963 -0.000626368 0.00205964 0.00305465 -0.00125999 -0.000858868 -0.00168435 -0.00288494 5.62162e-05 2.76026e-05 3.06078e-06 2.74311e-05 5.18154e-05 0.0017455 0.000750121 1.01024e-05 0.00151631 -2.79302e-05 -0.00147248 3.05026e-05 -0.000394984 -2.36739e-06 2.77996e-05 1.06536e-06 -2.55821e-05
internal_weight=0 410 61 349 314 267 241 46 47 195 174 115 74 2711 2684 2663 2643 2621 63 59 2558 63 2495 97 2398 72 2375 2349 2329 2307
internal_count=3121 410 61 349 314 267 241 46 47 195 174 115 74 2711 2684 2663 2643 2621 63 59 2558 63 2495 97 2398 72 2375 2349 2329 2307
is_linear=0
shrinkage=0.1


Tree=874
num_leaves=31
num_cat=0
split_feature=39 52 39 46 0 448 123 39 39 39 104 9 39 123 39 1 4 4 15 454 12 15 43 15 3 147 2 2 2 3
split_gain=0.00671681 0.0093216 0.00920095 0.0103231 0.0148634 0.0122802 0.00985868 0.0123101 0.0113681 0.0157099 0.0111972 0.0248686 0.021851 0.0331841 0.0252324 0.0142167 0.0328229 0.0199211 0.0182523 0.0154426 0.0225456 0.0530033 0.0276992 0.0284552 0.0243876 0.0131164 0.01352 0.0145681 0.0610554 0.0485906
threshold=0.16946000000000003 0.63556000000000001 0.12081000000000001 0.10253500000000002 -0.26609999999999995 1.0000000180025095e-35 -1.0000000180025095e-35 0.11214000000000002 0.10713500000000002 0.10076500000000001 0.083745000000000014 -0.085744999999999988 0.090190000000000006 0.091310000000000016 0.088550000000000004 0.13756000000000004 0.51303500000000013 0.51388000000000011 -0.44764999999999994 0.088225000000000012 -0.010834999999999999 -0.015039999999999998 -0.081374999999999989 -0.094329999999999983 -0.0049599999999999991 0.097430000000000003 -0.080614999999999978 0.090675000000000019 0.090425000000000019 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 10 11 -8 14 -14 15 17 -17 18 -13 20 21 22 23 -20 -24 26 -22 28 29 -28
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11 -12 12 13 -15 -16 16 -18 -19 19 -21 25 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0025886362460865219 -0.0017025949815591879 0.0021645487868227065 0.001771466148182236 -0.0020022858328257618 0.0017968837087492234 0.0022816743677654102 -0.0027771613733476087 -0.0021814019177798876 0.0022819897625595332 -0.0025490450356155637 0.0023265065252780917 0.0021964843320246372 0.0040907771312049595 -0.00042871916948845895 -0.0033570607481321888 -0.00020160423641271414 0.0042831212397431958 -0.002675092516964751 -0.0049509002087870617 0.0025674212874781171 0.0020646524604319805 -0.006021961268214953 -0.00088669308567080989 0.00026079531817231328 0.0039381467015482492 -0.0024631258798763159 -4.8800008586922975e-05 0.00027233368543232573 -0.0055855357531635541 -0.0032839867931519018
leaf_weight=22 23 20 29 26 29 23 33 27 21 25 20 36 32 33 23 47 25 29 20 22 31 21 22 22 20 22 1415 934 21 48
leaf_count=22 23 20 29 26 29 23 33 27 21 25 20 36 32 33 23 47 25 29 20 22 31 21 22 22 20 22 1415 934 21 48
internal_value=0 1.26403e-05 -1.3422e-06 -1.82039e-05 -1.13939e-06 -2.01248e-05 -3.79022e-05 -5.59452e-05 -3.63055e-05 -5.30874e-05 -3.13909e-05 -4.79028e-05 -1.59986e-05 0.00179626 -5.87097e-05 -3.09722e-05 0.00135559 -6.84609e-05 -3.97623e-05 -7.07495e-05 -9.32805e-05 -0.00152844 -0.000405057 -0.00222096 0.00141085 -3.22964e-05 -1.04597e-05 -3.70637e-05 -0.000231792 -0.000154944
internal_weight=0 3098 3078 3049 3023 3001 2978 2949 2922 2901 2876 2856 2823 65 2758 2735 72 2663 2634 2598 2576 105 84 42 42 2471 2449 2418 1484 1463
internal_count=3121 3098 3078 3049 3023 3001 2978 2949 2922 2901 2876 2856 2823 65 2758 2735 72 2663 2634 2598 2576 105 84 42 42 2471 2449 2418 1484 1463
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=31
num_cat=0
split_feature=3 11 104 1 1 47 47 11 2 11 11 4 11 3 1374 47 49 49 44 43 3 3 13 3 42 2 2 0 2 49
split_gain=0.00717791 0.00932167 0.0093532 0.00911471 0.0120534 0.0119587 0.0153594 0.0112941 0.0411363 0.0227331 0.0184119 0.0397954 0.0286144 0.0186743 0.0110672 0.0159296 0.0135244 0.0113358 0.0257364 0.0239342 0.0136876 0.0878524 0.066992 0.0330951 0.0341195 0.0754817 0.0328882 0.125704 0.0558501 0.0387178
threshold=0.63141500000000017 -0.072629999999999986 1.0000000180025095e-35 0.15618500000000002 0.14754500000000001 0.13975500000000002 0.13283000000000003 0.097680000000000017 0.11067500000000001 0.094350000000000003 0.086080000000000018 -0.15464999999999998 0.080705000000000013 -0.16186999999999999 0.094945000000000015 0.12431000000000002 0.24950500000000003 0.12899500000000003 0.083555000000000018 -0.05647499999999999 -0.017889999999999996 -0.014944999999999998 -0.15416999999999995 -0.045649999999999989 -0.074124999999999983 0.095195000000000016 0.079055000000000014 -0.10224499999999999 0.085105000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 9 -9 10 12 -12 14 -14 15 16 17 18 20 -19 22 -22 -3 -24 -25 -26 27 -23 -28 -29
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 -11 11 -13 13 -15 -16 -17 -18 19 -20 -21 21 26 23 24 25 -27 28 29 -30 -31
leaf_value=0.0021649831393733619 -0.0017600654867356239 -0.0058422881015576427 -0.0017291443168012907 -0.0016621514074358858 0.0023149705249006333 0.0023949028561002623 -0.0026947207471710588 -0.0038320415839552882 0.0019386459053272291 0.0030477542430162432 -0.0043565113113486565 0.0009288637291839613 0.0048573360592126845 0.00063531453170898294 -0.0018044250812663727 0.0022216881964017047 -0.0023038631109520793 -0.00051598694796363518 -0.0034842002782083693 0.0035879883379998827 0.006276126610955543 -0.0085208207229152313 5.0396151851893442e-05 0.00031699164229035944 0.00025945778913973342 -0.0082191797461183304 0.0053678497823927071 -0.0028397226685901054 0.00029084680330156588 0.0022038660607197219
leaf_weight=20 23 20 31 32 23 21 21 30 21 25 29 28 20 22 33 33 25 30 21 27 25 20 2001 33 21 21 23 23 374 45
leaf_count=20 23 20 31 32 23 21 21 30 21 25 29 28 20 22 33 33 25 30 21 27 25 20 2001 33 21 21 23 23 374 45
internal_value=0 1.3067e-05 -9.15586e-07 1.66673e-05 3.44856e-05 1.69552e-05 1.47042e-07 1.93308e-05 -0.00145588 4.52831e-05 1.91656e-05 -0.00176019 5.51695e-05 0.0026458 1.59599e-05 3.78683e-05 1.12658e-05 3.283e-05 2.55792e-06 0.001428 3.06554e-05 0.000495263 -8.23934e-05 -2.69031e-05 -0.00208925 -0.00397986 0.000197281 -0.00155177 0.00058498 0.000497946
internal_weight=0 3098 3078 3047 3015 2992 2971 2950 51 2899 2874 57 2817 42 2775 2742 2709 2684 2627 57 2606 510 2096 2076 75 42 485 88 397 68
internal_count=3121 3098 3078 3047 3015 2992 2971 2950 51 2899 2874 57 2817 42 2775 2742 2709 2684 2627 57 2606 510 2096 2076 75 42 485 88 397 68
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=31
num_cat=0
split_feature=46 3 4 1 1 124 159 124 16 15 3 1 0 4 16 12 0 16 49 49 43 1 15 4 4 13 52 120 15 16
split_gain=0.00699908 0.00720918 0.0107141 0.079039 0.0421939 0.0205149 0.0334667 0.0289309 0.0134793 0.0280871 0.0239783 0.058889 0.0860623 0.0486171 0.0507234 0.033929 0.0280151 0.02732 0.0536571 0.0246511 0.0264396 0.0216668 0.0272344 0.0250835 0.0216105 0.0722661 0.101113 0.0268713 0.0219107 0.0199829
threshold=-0.043074999999999995 0.63141500000000017 0.51164000000000009 0.14627000000000004 0.15618500000000002 -1.0000000180025095e-35 0.10461500000000003 -0.082135 -0.13941499999999998 -0.42198999999999992 -0.042499999999999989 0.090475000000000014 -0.11437499999999999 -0.0039549999999999993 -0.27167499999999994 0.087995000000000004 -0.097024999999999986 -0.53943499999999989 0.097180000000000016 -0.048674999999999989 -0.050459999999999998 0.10439500000000002 0.082685000000000022 0.26450500000000005 0.076415000000000025 -0.010384999999999998 -0.021869999999999997 1.0000000180025095e-35 -0.10653 -0.54656499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 8 7 -7 -4 9 -2 11 13 -13 16 -15 -16 -11 29 21 -14 -21 22 -19 -23 27 28 -27 -10 -26 -12
right_child=1 -3 3 -5 -6 6 -8 -9 24 10 17 12 19 14 15 -17 -18 18 -20 20 -22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0016030671842465248 -0.0039070581025241512 -0.0018177623691206627 -0.0011915961535470118 0.006657640008488671 -0.0045040814441606588 -0.0045531672256236728 0.00058178173067669077 0.0041227300639729942 -7.4591897872039799e-06 0.00056172989054837014 0.00066389723700316003 -0.0078633410999408137 0.0016796819198961286 0.00060475851835993435 -0.0005302934753920206 -0.0058661966978643953 0.0056680689416160543 -0.0038196534860790487 0.0061349139414960526 8.3186594565631822e-05 -0.0050587592599913482 0.0044768357289112397 0.0012732375022356532 0.00020888729137368499 0.0011173020757269114 0.00077398087729566869 0.0096872041258029649 0.0036736036790534854 -0.0029364601018217703 -0.003375829353928566
leaf_weight=27 23 22 21 20 21 22 30 20 2345 22 24 26 22 90 22 26 21 21 20 20 20 21 21 40 24 35 20 20 30 25
leaf_count=27 23 22 21 20 21 22 30 20 2345 22 24 26 22 90 22 26 21 21 20 20 20 21 21 40 24 35 20 20 30 25
internal_value=0 -1.39893e-05 -1.07161e-06 0.000954581 -3.75666e-05 -0.000271883 -0.0015907 0.00140076 -5.64123e-06 -0.000500235 -0.000322555 -0.000912183 -0.00303415 0.000119493 -0.000795357 -0.00342057 0.00305552 0.000599595 0.00139506 -0.00100901 -0.00248779 0.000474702 -0.00127321 0.00167818 8.71201e-05 0.00146381 0.00401515 2.36703e-05 -0.00113479 -0.00139719
internal_weight=0 3094 3072 113 2959 93 52 41 2938 464 441 269 88 181 138 48 43 172 123 62 40 103 42 61 2474 109 55 2365 54 49
internal_count=3121 3094 3072 113 2959 93 52 41 2938 464 441 269 88 181 138 48 43 172 123 62 40 103 42 61 2474 109 55 2365 54 49
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=31
num_cat=0
split_feature=470 1420 1425 1429 2 2 1451 0 1455 482 483 51 1453 1455 1452 474 1427 1427 3 51 160 159 0 49 160 4 4 43 160 49
split_gain=0.00663296 0.0132946 0.0131751 0.0102922 0.0153381 0.0184873 0.0140423 0.0211187 0.0136951 0.0154479 0.0152862 0.0416456 0.0216394 0.0250367 0.0208041 0.0144558 0.0161203 0.0346065 0.0305999 0.0148146 0.0262913 0.0230714 0.0233591 0.0192992 0.0523611 0.0396981 0.0870943 0.0539751 0.0442092 0.0394351
threshold=0.079700000000000007 -0.086449999999999985 0.10034500000000002 0.091545000000000015 0.116525 0.094565000000000024 0.083235000000000017 -0.082484999999999989 -0.24112999999999998 -0.223575 -0.070084999999999981 0.035765000000000012 -0.076894999999999977 0.10679000000000001 0.089640000000000011 0.11085000000000002 0.088585000000000011 0.078535000000000008 -0.078584999999999988 -0.43017499999999992 -0.061284999999999992 0.11389500000000001 -0.081094999999999987 0.09567500000000001 0.088755000000000014 -0.0083799999999999986 0.0045450000000000013 -0.082689999999999986 -0.014869999999999998 0.11475
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 8 -8 -3 -10 11 14 -12 15 -11 16 17 19 -18 20 -14 23 -23 -21 25 27 -27 28 -25 -29
right_child=-2 2 -4 4 -6 -7 7 -9 9 10 12 -13 13 -15 -16 -17 18 -19 -20 21 -22 22 -24 24 -26 26 -28 29 -30 -31
leaf_value=0.0023570262046026377 -0.0016919351162631878 0.0023409239975735545 -0.0020242435224645306 -0.00018484613123851329 -0.001244681584648788 0.0032757254439945284 0.00030686465166085826 -0.0041829841863363984 -0.0020126390663024627 0.0011893567245351733 -0.0027461074180258759 0.0053030130220577121 -0.00099234532564878479 0.0031500787921249864 -0.0022630397143075243 -0.0027076542150462051 0.0046418341697149331 -0.0036022324908386778 -0.00069486798972568731 0.00010152106132274187 0.0037912919996651237 -0.0048337965540122246 -0.00011179255406287585 0.0065259632043307651 0.0040273449987927009 -0.0071105832812087301 -0.0010456021878470815 -0.0042953411300134447 2.9837175018408084e-05 0.00080701167303645475
leaf_weight=24 23 25 32 26 21 38 22 20 38 64 29 20 20 25 24 20 21 27 22 2229 27 20 22 20 21 29 129 28 22 33
leaf_count=24 23 25 32 26 21 38 22 20 38 64 29 20 20 25 24 20 21 27 22 2229 27 20 22 20 21 29 129 28 22 33
internal_value=0 1.25612e-05 -5.74304e-06 1.54904e-05 0.00110039 0.00186987 -1.56955e-05 -0.00183116 1.04621e-05 -9.69758e-06 1.69896e-05 0.00118395 -2.89402e-05 8.29647e-08 0.000247794 -2.91921e-05 -9.1287e-06 -4.05653e-05 0.00191143 -3.57876e-06 0.0017557 -3.59666e-05 -0.00236037 2.91223e-06 -0.000776517 -0.00116303 -0.00215879 0.000364442 0.00312323 -0.00153505
internal_weight=0 3098 3074 3042 85 64 2957 42 2915 2890 2852 108 2744 2715 88 2690 2670 2627 43 2600 47 2553 42 2511 282 261 158 103 42 61
internal_count=3121 3098 3074 3042 85 64 2957 42 2915 2890 2852 108 2744 2715 88 2690 2670 2627 43 2600 47 2553 42 2511 282 261 158 103 42 61
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=31
num_cat=0
split_feature=104 11 40 1 4 13 30 44 1446 0 4 34 47 1 16 8 2 147 11 11 1417 475 0 0 16 0 3 3 3 150
split_gain=0.00611928 0.031531 0.00764474 0.0333992 0.0371793 0.0176281 0.0130598 0.01231 0.0153262 0.0114449 0.0272263 0.0123423 0.0109393 0.013195 0.0160568 0.0149223 0.019758 0.0119974 0.0111366 0.0138317 0.0177037 0.0160568 0.0136123 0.0402879 0.0396097 0.0381529 0.0317681 0.127844 0.0264228 0.0260815
threshold=0.083745000000000014 -0.014494999999999999 0.051255000000000002 0.10658000000000002 0.41816000000000003 0.41383500000000001 0.088655000000000012 0.10508000000000002 -0.093534999999999993 0.14486500000000005 -0.37944499999999992 -0.085739999999999983 0.13827000000000003 0.14554000000000003 -0.43320999999999993 0.091215000000000004 -0.080614999999999978 0.10479500000000001 0.096435000000000007 0.092630000000000018 -0.061959999999999994 0.12518500000000002 -0.14226499999999997 -0.14051499999999997 -0.0019699999999999995 -0.14723999999999998 0.10299500000000002 0.12745000000000004 0.084940000000000015 0.095275000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 8 -3 11 -11 -10 13 15 -15 16 -13 18 19 20 -18 22 24 -24 25 29 28 -28 -25 -22
right_child=-2 2 3 4 -6 -7 -8 -9 9 10 -12 12 -14 14 -16 -17 17 -19 -20 -21 21 -23 23 26 -26 -27 27 -29 -30 -31
leaf_value=-0.003971510177943856 0.0014213207984964055 0.0027027173766068051 -0.0040186849609502437 0.0037487549171783029 -0.0023487299622502178 0.0029221632917012489 0.0020906366823085893 -0.0024188974514670141 -0.0023453502217307687 -0.00033737818161264446 0.0038901034900918605 0.0022255896793630641 -0.0021914297411137302 -0.00037617756053805353 0.0034603213192895056 -0.0027506103157065812 0.0024821218518169459 0.0022843012247573246 0.0016169736973750287 -0.0027051117178052662 -0.00083669374108154217 -0.0029143189918249845 -0.0044120196554682809 -7.9740678179897716e-05 0.0036748850379606465 0.0037005927599104193 -0.0087799720152924293 0.00019479249299575506 0.0028152525705081644 0.0016643300900425488
leaf_weight=20 30 21 24 20 20 21 30 21 23 39 25 39 23 20 24 20 27 22 39 20 183 20 22 2133 36 27 21 65 32 54
leaf_count=20 30 21 24 20 20 21 30 21 23 39 25 39 23 20 24 20 27 22 39 20 183 20 22 2133 36 27 21 65 32 54
internal_value=0 -1.37948e-05 1.198e-05 -0.0010695 0.000700012 3.49978e-05 1.46929e-05 -6.37552e-06 1.08861e-05 -8.51278e-06 0.00131398 -3.82109e-05 -1.94404e-05 -1.62452e-06 0.00171646 -2.90142e-05 -9.14858e-06 -4.14162e-05 -6.0515e-05 -8.52961e-05 -6.52975e-05 -9.18229e-05 -6.98836e-05 -0.000153445 0.000563236 0.00013892 -0.000111824 -0.00199672 -3.69509e-05 -0.00026684
internal_weight=0 3091 3071 64 40 3007 2986 2956 2935 2914 64 2850 2827 2804 44 2760 2740 2701 2679 2640 2620 2593 2573 2273 300 264 2251 86 2165 237
internal_count=3121 3091 3071 64 40 3007 2986 2956 2935 2914 64 2850 2827 2804 44 2760 2740 2701 2679 2640 2620 2593 2573 2273 300 264 2251 86 2165 237
is_linear=0
shrinkage=0.1


Tree=879
num_leaves=31
num_cat=0
split_feature=39 131 47 15 47 47 484 1 52 42 1 49 39 10 10 2 0 2 9 38 0 47 49 12 51 15 15 0 151 51
split_gain=0.00615333 0.00920944 0.00847601 0.0309059 0.0379355 0.0271671 0.0254443 0.0202675 0.0595982 0.0248993 0.0230001 0.0214219 0.0109367 0.0123388 0.0259374 0.0107642 0.0169984 0.00998437 0.0364647 0.0224945 0.0178148 0.0166764 0.0361426 0.0247478 0.0428903 0.0285291 0.034267 0.0210623 0.01975 0.0379997
threshold=0.16946000000000003 -0.13752999999999996 0.10397500000000001 -0.045854999999999993 0.10783500000000001 0.102035 -0.051889999999999999 0.10797500000000002 -0.081934999999999994 0.094365000000000018 0.12082500000000002 0.12073000000000002 -0.078159999999999993 -0.15926999999999997 -0.089679999999999982 0.14960000000000004 -0.059114999999999994 -0.15339499999999998 0.086220000000000005 0.088570000000000024 -0.0058249999999999994 0.079855000000000023 0.091325000000000003 0.09320500000000001 0.084305000000000019 -0.091964999999999977 -0.11345499999999999 -0.26343999999999995 -0.059889999999999992 0.086685000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 12 -6 8 -8 10 -9 -12 -3 -14 -15 17 -17 20 19 21 -16 27 23 24 25 26 -23 -19 29 -29
right_child=-2 2 3 -5 6 -7 7 9 -10 -11 11 -13 13 14 15 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0015803178445108841 -0.0016296155912720639 -0.0019923343851197778 0.0031950013858399219 0.0041434971075928351 0.0020688493326870782 -0.0034766962002638888 0.00056489195906033276 0.0033834211508055097 -0.0066614058378729087 -0.0029926435171586021 0.0018982871808111666 -0.0025330461784809208 0.0017376031284220515 -0.00345130707454783 -0.0037458291748771449 -0.00066906752423771354 0.002828605159778487 0.0030805907766556458 0.0037224521269448676 -0.0026761855755466969 -7.495281774586497e-05 -0.00067831439649533674 0.0045699397101998333 -0.0026299054666078124 0.0050322540600540207 -0.0022522296088829858 0.004702176507562399 0.00030345142283667734 -0.00021633430993554331 0.0042860595912386015
leaf_weight=37 23 28 35 22 33 23 25 23 21 23 20 24 40 22 20 24 33 21 26 32 39 29 24 23 21 34 20 305 2045 26
leaf_count=37 23 28 35 22 33 23 25 23 21 23 20 24 40 22 20 24 33 21 26 32 39 29 24 23 21 34 20 305 2045 26
internal_value=0 1.20985e-05 -6.85744e-06 0.00058251 0.000198482 -5.38405e-05 -0.000422099 -0.00102652 -0.00273407 -0.000153772 0.000820766 -0.000518804 -2.58442e-05 -6.06629e-06 -3.14842e-05 -3.84421e-06 0.0013559 -3.29269e-05 -3.80297e-06 -4.13544e-05 -0.00131932 -8.26388e-06 0.00101102 0.000338473 0.000994942 -2.65469e-05 0.0015178 -7.24744e-05 -0.000100342 0.000616285
internal_weight=0 3098 3061 226 204 2835 169 136 46 90 67 44 2812 2784 2744 2722 57 2665 2606 2580 59 2548 151 127 104 83 49 2397 2376 331
internal_count=3121 3098 3061 226 204 2835 169 136 46 90 67 44 2812 2784 2744 2722 57 2665 2606 2580 59 2548 151 127 104 83 49 2397 2376 331
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=31
num_cat=0
split_feature=12 14 52 14 52 12 160 16 403 2 15 14 474 159 474 481 1 3 1 159 1 1456 52 2 2 49 1212 12 133 133
split_gain=0.00700175 0.0373312 0.045609 0.0352275 0.0273366 0.03095 0.0376324 0.0578376 0.0384519 0.0527889 0.0377444 0.0344374 0.0261414 0.0671239 0.0471978 0.0349828 0.0394447 0.107144 0.129145 0.0636024 0.0686752 0.0422737 0.0321249 0.0518462 0.060028 0.0454774 0.0386099 0.0364107 0.057539 0.0722715
threshold=0.085955000000000018 0.078400000000000011 -0.0092699999999999987 0.078320000000000015 0.5140450000000002 0.08493500000000001 -0.089549999999999991 -0.008069999999999999 -0.0059799999999999992 0.084885000000000002 0.084840000000000013 0.018475000000000002 0.086990000000000012 0.097495000000000012 0.085165000000000018 -0.087424999999999989 0.085605000000000014 -0.080289999999999986 0.11212500000000002 -0.085489999999999997 0.078340000000000007 0.084020000000000011 -0.015069999999999998 0.087545000000000026 0.086950000000000013 0.0021350000000000002 0.08790000000000002 0.083985000000000018 0.085760000000000017 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 5 11 -7 8 10 -10 -8 12 14 -14 15 -1 19 18 -18 -17 21 22 23 24 -21 -25 27 28 29 -24
right_child=3 2 -4 -5 -6 6 7 -9 9 -11 -12 -13 13 -15 -16 16 17 -19 -20 20 -22 -23 26 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0036730089457705619 0.000191805642734161 -0.00050875757319422872 0.0054144013836496295 -0.0030122095426278455 -0.0038587117503907178 0.0016290571431220029 -0.00040741709596477452 -0.0061024238603810468 0.004363794377802507 -0.0020039357664063573 -0.0059594089398160577 -0.0037756321857159492 -0.0050814087687553293 0.00055141813271412888 0.004680780191531243 0.0054754276960638573 -0.010743458460395535 4.717792070746952e-05 0.00048462340811965986 0.001915954363167934 0.0047438558462696775 -0.0040935838912529027 -0.00047519260149064672 0.0012362027959898114 -0.0046463271882385016 0.007330449390186307 0.0035459585016889665 0.0011864057854162875 0.0022915763567046572 -0.0064606882809848214
leaf_weight=24 1755 26 26 35 21 31 25 30 23 30 24 24 34 56 23 29 21 510 20 46 36 22 43 25 20 24 22 54 24 38
leaf_count=24 1755 26 26 35 21 31 25 30 23 30 24 24 34 56 23 29 21 510 20 46 36 22 43 25 20 24 22 54 24 38
internal_value=0 -0.000173698 0.00245282 0.000129157 -0.000280483 -0.000220751 -0.00150634 -0.00224269 -0.00110747 0.000759419 -0.00312676 -2.93802e-05 5.45694e-05 -0.00157654 0.000204212 9.67373e-05 0.000193604 -0.000348202 -0.00526635 0.00097307 0.000604233 0.000135597 0.000449928 0.0017569 -7.26158e-05 0.00422114 -0.000380467 -0.000923746 -0.00200897 -0.0032832
internal_weight=0 1331 52 1790 1279 1258 163 132 102 53 49 1095 1071 90 981 958 934 551 41 383 354 318 296 115 66 49 181 159 105 81
internal_count=3121 1331 52 1790 1279 1258 163 132 102 53 49 1095 1071 90 981 958 934 551 41 383 354 318 296 115 66 49 181 159 105 81
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=31
num_cat=0
split_feature=46 447 14 12 15 12 13 1210 13 51 12 159 133 133 52 12 16 12 3 0 2 1 12 1 0 3 456 51 52 43
split_gain=0.00675244 0.00814103 0.00724481 0.0353464 0.0335007 0.0122757 0.028721 0.061374 0.0495832 0.0449839 0.0383999 0.0281208 0.0241484 0.0552447 0.0293977 0.0250016 0.0343809 0.0353212 0.0502011 0.0263352 0.0258333 0.0228748 0.0945645 0.0573834 0.0399223 0.0277808 0.021389 0.0386752 0.0388009 0.0522238
threshold=-0.043074999999999995 0.094580000000000011 0.078400000000000011 0.087075000000000014 0.082685000000000022 0.085955000000000018 -0.081829999999999986 -0.05860499999999999 -0.081029999999999977 -0.083899999999999988 0.086420000000000011 0.091070000000000012 0.11524500000000001 0.10622000000000002 0.5140450000000002 0.08493500000000001 -0.0092699999999999987 0.085355000000000014 -0.082484999999999989 0.18019500000000002 0.084715000000000013 0.081315000000000012 0.079890000000000017 1.0000000180025095e-35 -0.23811499999999999 -0.095524999999999985 0.091580000000000009 -0.020969999999999996 0.26746000000000009 -0.079734999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 12 7 -7 -8 -9 -10 26 13 14 15 19 17 18 -17 21 -19 23 24 25 -23 -2 27 -11 -29 -30
right_child=1 -3 3 -5 -6 6 8 9 10 11 -12 -13 -14 -15 -16 16 -18 20 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0015745687143256266 0.0038494065248717868 -0.0017425794982247882 0.0055791343673176714 -0.0018198814444864788 0.00043892837275052445 0.0049865021504405319 -0.0038050522755033209 0.0047094687072482579 -0.0035239785769954329 -0.0038832257268950343 9.7162138352697492e-05 0.0035667239455506208 -0.0026816555427649292 0.0041275787367967181 -0.0040917626279406245 -0.00608005619565533 -0.0039780337060503186 0.0033364952982602907 0.00016594619279907598 -0.0032471595108509062 -0.00079320724206891925 -0.0031136071079527032 -0.006114138220868039 0.0052998947659507398 0.00015786132952817303 9.0291811581912711e-05 0.0027994513752324004 -0.00034442237450351592 0.0064857149186233684 -0.00011124123120680452
leaf_weight=27 21 27 21 30 32 33 35 24 30 26 1228 24 40 29 20 22 39 28 31 25 33 40 27 25 553 308 26 268 21 28
leaf_count=27 21 27 21 30 32 33 35 24 30 26 1228 24 40 29 20 22 39 28 31 25 33 40 27 25 553 308 26 268 21 28
internal_value=0 -1.37406e-05 1.47908e-06 0.000923025 0.00247561 -2.41537e-05 0.00014699 0.000835078 -9.24834e-05 0.000506548 1.08074e-05 0.000249881 -0.000264528 -0.000184024 -0.00029071 -0.00022472 -0.00141513 -0.000538341 -0.00242673 -4.24053e-05 0.00110239 3.98522e-05 -0.000326337 0.0006812 -6.28111e-05 0.000330235 3.41516e-05 -0.000175463 0.000128644 0.00271603
internal_weight=0 3094 3067 83 53 2984 1743 450 1293 417 1258 393 1241 1201 1172 1152 153 114 53 999 61 974 620 354 593 329 369 343 317 49
internal_count=3121 3094 3067 83 53 2984 1743 450 1293 417 1258 393 1241 1201 1172 1152 153 114 53 999 61 974 620 354 593 329 369 343 317 49
is_linear=0
shrinkage=0.1


Tree=882
num_leaves=31
num_cat=0
split_feature=3 129 401 52 4 12 11 12 2 2 4 14 1 0 0 9 9 10 120 2 0 43 16 16 3 0 13 0 124 0
split_gain=0.00691869 0.0242177 0.0411573 0.0218291 0.0345783 0.0242914 0.0446443 0.0417551 0.0326175 0.0572479 0.0341918 0.0175446 0.0106617 0.0244687 0.033988 0.0153048 0.0160612 0.0143774 0.0191511 0.0209759 0.0263923 0.0295688 0.02204 0.0396903 0.0769636 0.111742 0.0627941 0.02693 0.0193486 0.0185687
threshold=-0.13309499999999996 0.085135000000000016 0.080190000000000011 -0.56022499999999986 -0.50052499999999989 0.096210000000000004 0.093740000000000018 0.091715000000000005 0.09678500000000001 0.11411 -0.095774999999999985 0.062655000000000016 0.14699000000000004 -0.019414999999999998 -0.059114999999999994 0.092235000000000011 0.085355000000000014 -0.084119999999999986 1.0000000180025095e-35 0.14285500000000004 -0.067624999999999977 -0.043144999999999996 -0.14158499999999996 -0.36241499999999999 -0.079864999999999978 -0.09515499999999999 -0.026374999999999999 -0.23194499999999998 -0.085124999999999992 -0.26343999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 8 10 -10 -6 12 15 14 -14 16 17 -2 19 22 -21 -22 23 28 25 -25 -26 -24 -19 -30
right_child=11 -3 -4 4 5 6 -8 -9 9 -11 -12 -13 13 -15 -16 -17 -18 18 -20 20 21 -23 27 24 26 -27 -28 -29 29 -31
leaf_value=-0.00149111112557529 0.0018503851224003093 0.0032512272508548839 -0.0032105787155160218 0.0047575821814296601 -0.0038590258229523897 0.0054514085799455651 0.00013726757579418116 -0.0044453866197727626 0.005258664456677848 -0.0016958051070105286 0.001148364978337971 -0.0021292996186821254 -0.0019384003149752972 -0.0035414826573937071 0.0032390539844830836 0.0024769184570759537 -0.0025316496730083599 -0.0027503113644501277 -0.0026158443818401016 0.0046013337009671055 0.0027257805864792321 -0.0024804421816952528 0.0034107105088575433 -0.010864413304564854 0.0025703778511847811 -0.00077511974276326919 -0.0039534578564343979 4.2420116850693987e-05 -0.0019964123353490544 0.00076057598737421482
leaf_weight=42 42 28 32 22 25 25 43 20 29 20 30 40 32 28 21 25 25 23 28 22 24 20 24 21 36 23 25 2162 29 155
leaf_count=42 42 28 32 22 25 25 43 20 29 20 30 40 32 28 21 25 25 23 28 22 24 20 24 21 36 23 25 2162 29 155
internal_value=0 0.000443596 0.000170632 0.000593284 0.00100237 0.000572086 0.002091 -0.000260865 0.000543851 0.00242011 -0.00112772 -4.99738e-05 -1.98931e-05 -0.00115025 0.000113044 1.42197e-05 -8.93466e-06 1.50091e-05 -1.47308e-05 1.36745e-05 0.00177332 0.000359316 -3.28174e-05 -0.000819061 -0.0024027 -0.00559046 -0.000103325 7.94004e-05 -1.57673e-05 0.000326051
internal_weight=0 316 288 256 214 192 68 124 104 49 55 2805 2765 81 53 2684 2659 2634 2592 2564 66 44 2498 312 105 44 61 2186 207 184
internal_count=3121 316 288 256 214 192 68 124 104 49 55 2805 2765 81 53 2684 2659 2634 2592 2564 66 44 2498 312 105 44 61 2186 207 184
is_linear=0
shrinkage=0.1


Tree=883
num_leaves=31
num_cat=0
split_feature=41 40 1 1 16 43 11 9 47 46 470 1420 295 96 10 1 1425 1426 1429 52 12 12 0 16 3 3 13 13 13 484
split_gain=0.00639841 0.0158183 0.0279831 0.0440854 0.0247386 0.0225577 0.0107086 0.0147568 0.0118429 0.0141583 0.0132835 0.0151578 0.0120834 0.0186961 0.013699 0.0386703 0.0111721 0.0151725 0.010901 0.012364 0.0276833 0.038053 0.0317623 0.0203149 0.0375363 0.0276794 0.026379 0.0361362 0.0361586 0.025785
threshold=0.078065000000000009 -0.0089699999999999988 0.077565000000000009 0.081670000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.087824999999999986 0.14174500000000004 0.096120000000000011 1.0000000180025095e-35 -0.086449999999999985 0.084575000000000011 0.083725000000000008 -1.0000000180025095e-35 0.11181500000000001 0.10034500000000002 0.069770000000000013 -0.14818499999999998 -0.52017999999999986 0.094435000000000005 0.096525000000000014 -0.081584999999999977 0.058835000000000005 -0.12711499999999995 -0.13309499999999996 0.038215000000000006 0.10002500000000002 0.19762500000000002 0.10785500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 5 -5 -1 -8 9 10 11 -9 13 14 15 -13 17 18 -16 20 22 -22 -20 25 -25 26 -21 -28 -29 -26
right_child=1 2 3 4 -6 -7 7 8 -10 -11 -12 12 -14 -15 16 -17 -18 -19 19 23 21 -23 -24 24 29 -27 27 28 -30 -31
leaf_value=-0.0022827865378487679 -0.0014320142198509227 0.0044539297925352698 -0.003639472690632656 -0.0014950987650081517 0.0043640646628442812 0.0023828462604433298 0.0020861952607943257 0.0026505675155758151 -0.0023005880902612417 0.0021387052396312357 -0.0024928415575149387 -0.0049047759797593415 -0.0023804947660127341 0.0030188119853846729 -0.0023391389544121922 0.00012627258501015604 -0.0018707820607232863 0.0025661994946067752 -0.0008360349814054268 0.0046630165681404911 -0.0043780232733115557 0.001062266616241282 0.0031344786780237253 -0.0039116429384140408 -0.00016903807971452886 -1.2996201343751773e-05 -0.0025157728718350762 0.0050044418461620806 -0.00018515828234175671 -0.0037179114773276851
leaf_weight=21 30 21 21 30 22 30 33 21 23 30 22 22 22 20 20 50 32 23 29 23 20 36 66 34 295 2026 23 25 29 22
leaf_count=21 30 21 21 30 22 30 33 21 23 30 22 22 22 20 20 50 32 23 29 23 20 36 66 34 295 2026 23 25 29 22
internal_value=0 0.000628474 0.00112698 0.000448669 0.00149563 0.000443874 -3.26205e-05 -1.65806e-05 -4.0402e-05 -2.24143e-05 -4.50834e-05 -2.61085e-05 -4.60625e-05 -2.76877e-05 -4.96444e-05 -0.00141099 -1.33821e-05 8.87051e-06 -1.33419e-05 4.35819e-06 0.000882859 -0.000880694 0.00192243 -4.9196e-05 -0.000754006 6.71673e-05 0.00169128 0.000803619 0.00221743 -0.000415332
internal_weight=0 154 124 103 82 60 2967 2946 2913 2890 2860 2838 2817 2795 2775 72 2703 2671 2648 2628 151 56 95 2477 351 2126 100 77 54 317
internal_count=3121 154 124 103 82 60 2967 2946 2913 2890 2860 2838 2817 2795 2775 72 2703 2671 2648 2628 151 56 95 2477 351 2126 100 77 54 317
is_linear=0
shrinkage=0.1


Tree=884
num_leaves=31
num_cat=0
split_feature=131 400 400 133 1209 1208 1208 1209 42 42 151 1455 42 52 133 0 4 13 13 2 1372 15 1 42 52 13 401 401 43 43
split_gain=0.00616776 0.0166892 0.0139616 0.0135365 0.00915391 0.0107119 0.0261813 0.0431829 0.0081959 0.0653882 0.0420672 0.0193045 0.0232639 0.104209 0.0567277 0.0187032 0.0180497 0.0184019 0.018047 0.0250842 0.0224462 0.0235219 0.0378495 0.0342524 0.0323269 0.0826205 0.0367861 0.043326 0.0399159 0.0544137
threshold=0.13857500000000003 0.23559000000000002 0.10782000000000001 -0.54084999999999994 0.14268500000000003 0.11253500000000001 0.10233500000000001 -0.094304999999999986 0.083715000000000026 0.083865000000000009 -0.5145249999999999 -0.037084999999999993 1.0000000180025095e-35 0.084735000000000019 0.085075000000000026 0.16094000000000003 0.53859500000000016 -0.40078499999999995 -0.14819499999999997 0.11548000000000001 -0.065504999999999994 -0.031204999999999997 0.11103500000000001 0.084695000000000006 0.11434500000000002 -0.08459499999999999 0.11655000000000001 0.10765000000000001 0.066275000000000014 0.0034250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 10 -10 -9 -12 15 14 -14 16 -13 -18 19 -11 -20 23 24 -22 26 -26 27 28 29 -23
right_child=-2 -3 -4 4 -6 -7 -8 8 9 18 11 12 13 -15 -16 -17 17 -19 20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0023310787527880167 -0.0016315251498979153 0.0028216290708986068 -0.0021908624938705231 -0.0043475743302184601 0.0021268441423308105 -0.0023262277804315091 0.0032183557534590369 -0.0045994411311334089 0.0058570843073539438 0.0037446045166542453 0.0025570311238644304 -5.5708188405440205e-05 0.0026478228063728567 -0.0080649531944072799 -0.0031361876598869766 -0.0026498166434639307 -0.00014623840805143119 0.0040448788818056606 -0.0032204494362563958 -0.00061405231447323513 -0.0035224320733863294 0.00098738317792485659 0.0043710289697628472 -0.00020511825625203363 -0.0065818857316943735 -1.1100835983758654e-05 -0.0025468975392413996 0.0051898358571950513 0.0037946703610941771 -0.0020272444021467071
leaf_weight=25 23 21 29 23 20 20 25 21 20 31 27 1360 39 20 30 27 20 22 21 23 33 333 24 548 22 147 32 23 39 73
leaf_count=25 23 21 29 23 20 20 25 21 20 31 27 1360 39 20 30 27 20 22 21 23 33 333 24 548 22 147 32 23 39 73
internal_value=0 1.21127e-05 -7.0618e-06 1.37158e-05 -5.4486e-06 -1.96497e-05 -4.18486e-06 -3.14207e-05 2.40268e-06 0.000181129 -0.00015384 -9.34145e-05 -0.000140557 -0.00170921 0.000133036 -4.28591e-05 7.34624e-06 0.00204911 9.69784e-05 0.00188814 2.2289e-05 7.57408e-05 0.000469176 -0.000393537 0.000329199 -0.000866469 0.000733335 0.000957624 0.000738881 0.000445344
internal_weight=0 3098 3077 3048 3023 3003 2983 2958 2935 1369 1566 1545 1518 89 69 1429 1402 42 1349 54 1295 1274 693 581 669 169 500 468 445 406
internal_count=3121 3098 3077 3048 3023 3003 2983 2958 2935 1369 1566 1545 1518 89 69 1429 1402 42 1349 54 1295 1274 693 581 669 169 500 468 445 406
is_linear=0
shrinkage=0.1


Tree=885
num_leaves=31
num_cat=0
split_feature=39 376 46 0 1 1374 147 147 150 151 0 151 151 148 31 9 0 1 4 4 1 1 40 43 2 12 3 1 13 42
split_gain=0.00652823 0.0110976 0.00801262 0.0125329 0.0549025 0.00866568 0.0109035 0.0204091 0.0112205 0.0161094 0.0304305 0.0233348 0.0194603 0.0123461 0.0136246 0.0185317 0.0289454 0.0209781 0.0138076 0.0217172 0.0160091 0.0168179 0.0384363 0.0318899 0.0322057 0.0449765 0.0328014 0.0289493 0.0224815 0.0324977
threshold=0.15619500000000003 0.11690000000000002 0.10253500000000002 -0.24955499999999997 0.10684 -0.41674499999999998 0.10271500000000001 0.094075000000000006 0.13251500000000002 0.084350000000000008 -0.084889999999999979 0.005085000000000001 0.10424500000000002 -0.08670499999999999 -0.084119999999999986 -1.0000000180025095e-35 -0.068944999999999992 0.14804000000000003 0.62931500000000018 0.51388000000000011 0.13869000000000004 0.10727500000000002 0.051255000000000002 -0.072864999999999985 0.11448000000000001 0.10312500000000001 0.099930000000000005 0.10658000000000002 0.01128 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 8 9 11 12 13 -11 -7 -15 16 -16 18 19 20 21 22 27 28 25 26 -25 -17 29 -23
right_child=-2 -3 -4 5 -6 6 -8 -9 -10 10 -12 -13 -14 14 15 17 -18 -19 -20 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0051052996038418756 -0.0015779541662106151 0.002251229026693512 -0.0017178650915243285 -0.0020872783393133432 -0.0018042056780794393 0.0020344364068781338 0.0019652981385921259 -0.0030518105840945447 -0.0018870102253840154 0.0021156241252486196 0.0038136237146318311 -0.0026991015771272945 -0.0019432347468359189 0.0021894532252710115 0.00020368250913853789 2.9937183276836364e-06 -0.004546697086492634 0.002476727139369092 0.0025943963532336061 -0.0027644904851231019 -0.0025834343105088919 -0.0047029225935693829 -0.004440380032756366 0.0075111943837255241 0.00026178081737210357 -0.00016946761349502667 0.0023355029630086695 -0.0031767692352677214 0.002569124851142988 -0.00017248655299466153
leaf_weight=23 26 22 27 20 23 30 28 22 31 21 32 32 27 28 29 2255 23 34 20 29 24 20 20 25 75 26 24 29 20 76
leaf_count=23 26 22 27 20 23 30 28 22 31 21 32 32 27 28 29 2255 23 34 20 29 24 20 20 25 75 26 24 29 20 76
internal_value=0 1.32558e-05 -2.7661e-06 1.24367e-05 0.00165055 -1.2681e-05 1.24247e-06 -1.73868e-05 5.39728e-06 2.56334e-05 0.00142496 -1.40778e-05 -0.000167484 1.67513e-05 -5.20392e-06 -2.77215e-05 -0.00189745 8.59743e-06 -2.3153e-05 -4.31114e-05 -1.26874e-05 1.13196e-05 -7.56003e-05 0.000764189 0.00172706 0.00319234 0.00497616 -3.73798e-05 -0.000480905 -0.00111633
internal_weight=0 3095 3073 3046 46 3000 2980 2952 2930 2899 80 2819 48 2787 2757 2729 52 2677 2643 2623 2594 2570 2304 266 150 75 49 2284 116 96
internal_count=3121 3095 3073 3046 46 3000 2980 2952 2930 2899 80 2819 48 2787 2757 2729 52 2677 2643 2623 2594 2570 2304 266 150 75 49 2284 116 96
is_linear=0
shrinkage=0.1


Tree=886
num_leaves=31
num_cat=0
split_feature=160 128 38 0 2 52 0 2 16 0 48 51 0 15 4 43 48 160 42 43 0 151 16 151 9 1 9 1374 16 16
split_gain=0.00621448 0.00896964 0.0141574 0.00821261 0.0496626 0.0412797 0.030699 0.0771338 0.0348614 0.0125901 0.039905 0.0779287 0.0341867 0.088274 0.0659675 0.0302994 0.028663 0.0255365 0.0306268 0.0377018 0.0252056 0.0193395 0.025085 0.0279863 0.0191273 0.0615035 0.0242133 0.0163402 0.0177977 0.0464819
threshold=0.62940000000000007 0.11976500000000002 0.11100500000000002 -0.15599999999999997 0.086100000000000024 -0.080114999999999978 -0.23091999999999999 0.10644500000000001 -0.095564999999999983 -0.09595999999999999 0.084170000000000009 0.081440000000000026 -0.10151999999999999 -0.098289999999999975 0.053925000000000008 0.035560000000000008 0.086425000000000016 0.085130000000000011 0.087505000000000013 -0.088909999999999989 -0.09515499999999999 -0.086654999999999982 -0.097644999999999996 -0.0052199999999999989 -0.085744999999999988 0.10956 -0.075689999999999993 -0.096434999999999979 -0.0068949999999999992 -0.0083599999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -8 10 11 12 15 -14 -15 17 -12 18 19 -5 -11 -18 -23 -24 25 -22 -26 -28 29 -29
right_child=-2 -3 -4 9 5 6 8 -9 -10 20 16 -13 13 14 -16 -17 21 -19 -20 -21 24 22 23 -25 26 -27 27 28 -30 -31
leaf_value=0.0039967165768353477 -0.0017144569816688699 0.001626914636889363 -0.0026581895083654674 -0.0059832978184567766 -0.0032114819061997181 -0.0046491961787274534 0.00079053099376752097 0.0020724299584368344 0.0055399925007077397 0.0030981811216204535 0.003747052125982009 -0.0056438018841778528 -0.0077705777059732519 0.0036112999718170614 -0.0036590927629731596 0.0020042873334891183 -0.0021622561202901936 0.0018889524595579134 0.0014160502631443018 -0.001163047106481742 0.0018530762754380703 0.003092400779044538 0.0023049571638694036 -0.0021035462330878038 0.0035277607722673564 -0.0058954150682049141 -0.002367784794686096 0.00019288181952428882 -0.00029707173835049618 0.0039369823791168849
leaf_weight=36 21 34 20 20 34 31 68 38 20 27 28 34 22 24 26 57 27 32 33 86 20 33 24 36 20 21 28 1339 848 34
leaf_count=36 21 34 20 20 34 31 68 38 20 27 28 34 22 24 26 57 27 32 33 86 20 33 24 36 20 21 28 1339 848 34
internal_value=0 1.16141e-05 -6.2986e-06 1.11137e-05 0.000589756 -5.23936e-05 0.00063174 -0.000947431 0.00186995 -3.54815e-05 -0.000500825 -0.00110651 -0.000592285 -0.00249192 -0.000169304 7.59872e-06 0.000866061 -0.000657964 -0.0012443 -0.00207253 6.04943e-05 0.00019383 0.000877855 -0.000340145 2.49889e-05 -0.00211566 6.36697e-05 3.28641e-05 6.31289e-05 0.000285598
internal_weight=0 3100 3066 3046 227 191 157 69 88 2819 482 334 300 72 50 228 148 171 139 106 2337 120 93 60 2310 41 2269 2249 2221 1373
internal_count=3121 3100 3066 3046 227 191 157 69 88 2819 482 334 300 72 50 228 148 171 139 106 2337 120 93 60 2310 41 2269 2249 2221 1373
is_linear=0
shrinkage=0.1


Tree=887
num_leaves=31
num_cat=0
split_feature=3 11 1 46 44 33 31 31 33 2 2 1 160 160 43 1212 1455 52 484 42 159 1447 4 159 1 50 52 457 457 48
split_gain=0.00607104 0.0109966 0.00759458 0.0143768 0.0213676 0.0117494 0.00977246 0.0156177 0.00996273 0.0216867 0.0744967 0.0143397 0.0112393 0.0392858 0.0569525 0.0368798 0.0388299 0.0262589 0.0239564 0.0252082 0.0349867 0.0312984 0.0388847 0.0427352 0.0334666 0.0277605 0.0214535 0.0177316 0.0162099 0.01589
threshold=0.63141500000000017 -0.072629999999999986 0.15618500000000002 0.096120000000000011 0.082070000000000018 0.085305000000000006 -0.084119999999999986 -0.018414999999999997 -0.012019999999999998 -0.0050599999999999994 -0.15339499999999998 0.11507500000000002 -0.089549999999999991 -0.086829999999999977 -0.082144999999999982 0.087685000000000013 -0.092919999999999989 -0.081934999999999994 -0.081614999999999979 1.0000000180025095e-35 0.10395500000000001 -0.08039499999999998 -0.017809999999999996 -0.10909999999999999 0.085475000000000009 0.11690000000000002 0.51307000000000014 -0.14941999999999997 -0.08798499999999998 -0.11155999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 -9 10 11 -10 15 14 -14 16 -11 -18 -19 -20 21 24 23 -23 -21 -24 27 -15 -29 -30
right_child=-2 2 -4 -5 -6 -7 7 8 9 12 -12 -13 13 26 -16 -17 17 18 19 20 -22 22 25 -25 -26 -27 -28 28 29 -31
leaf_value=0.0023492778872605414 -0.0016186821152982507 0.001927938297632392 -0.0015356946154497565 0.0021213801125668399 -0.0032672041514888411 -0.0017833779950807286 -0.0024232655177071978 -0.0020814040273597293 0.0010194794341389622 0.0045945835823658857 0.0059043801631088614 -0.002676037849769706 -0.0069789828569628305 0.0026169108418308989 0.00018043320439755918 -0.0033416620513889942 0.0038948731674324903 0.0030235513261968978 0.0012850955493327505 -0.0040876715226605643 -0.0038000618145251166 5.3848112346949401e-05 0.00060673322076436841 0.0057340295195060136 0.00085133531209304113 -0.0029958026386016322 -0.0024070402733176142 -0.0022096294083343254 -0.0027146942403522278 4.9132613112842197e-05
leaf_weight=20 23 27 32 32 20 36 26 22 21 24 27 21 20 26 25 24 21 29 110 34 29 27 69 26 23 31 37 33 21 2205
leaf_count=20 23 27 32 32 20 36 26 22 21 24 27 21 20 26 25 24 21 29 110 34 29 27 69 26 23 31 37 33 21 2205
internal_value=0 1.20173e-05 -3.16954e-06 1.29305e-05 -9.45513e-06 1.23067e-05 3.41609e-05 1.67157e-05 3.85537e-05 5.4731e-05 0.00180624 -0.000828279 1.17835e-05 -7.50649e-05 -0.00300153 0.000471672 0.000688031 0.000453051 0.000261839 3.23552e-05 -0.00054422 -9.46035e-05 0.000650545 0.00284035 -0.00209474 -0.000510053 -1.83505e-05 2.03286e-05 -9.55686e-06 2.30588e-05
internal_weight=0 3098 3078 3046 3014 2994 2958 2931 2905 2883 69 42 2814 2367 45 447 423 399 378 349 239 210 153 53 57 100 2322 2285 2259 2226
internal_count=3121 3098 3078 3046 3014 2994 2958 2931 2905 2883 69 42 2814 2367 45 447 423 399 378 349 239 210 153 53 57 100 2322 2285 2259 2226
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=31
num_cat=0
split_feature=40 12 483 1456 158 1452 1455 16 1456 3 4 1456 3 3 1456 1447 481 403 16 403 1210 159 484 484 43 15 403 1208 12 1208
split_gain=0.00613116 0.0114437 0.00908184 0.00975719 0.011273 0.0384291 0.0199919 0.0119163 0.0112222 0.0479173 0.0181844 0.0148972 0.0264319 0.0534828 0.0187148 0.0121995 0.047989 0.0398884 0.108388 0.0488135 0.0353227 0.0344666 0.0195534 0.0265835 0.0149766 0.0175914 0.0139282 0.0144526 0.0138411 0.0135616
threshold=-0.23755499999999996 0.14786000000000002 0.13726000000000002 -0.50750999999999991 -0.46278499999999995 0.107895 -0.23681499999999997 0.052820000000000013 -0.090954999999999994 -0.085114999999999982 -0.0019149999999999998 -0.075669999999999987 -0.082039999999999988 -0.095524999999999985 -0.0083149999999999977 -0.085684999999999997 -0.086484999999999992 -0.54856499999999986 -0.077879999999999991 -0.53960999999999981 -0.40154499999999999 -0.08569499999999998 0.11492000000000001 0.099615000000000009 -0.51144999999999985 0.040760000000000005 -0.52917499999999984 0.106285 0.085325000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 -5 9 -8 -11 12 13 -10 -13 16 -16 18 -17 -19 -21 28 23 24 25 -22 -26 29 -18 -28
right_child=1 -3 -4 4 5 -7 8 -9 11 10 -12 14 -14 -15 15 17 21 19 -20 20 22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0013770778910839 -0.0021592548538354179 -0.0021450940407812596 0.0020755695398076484 0.0025430691468396362 0.0031582501024240632 -0.0042856604869787899 -0.0048562813977090025 -0.00042697520164603538 -0.00063376154284924271 0.0029278576848446392 -0.0013364616618491709 -0.0023555763048695075 -0.00071899491029658489 0.0061922789434902372 0.0044370183084780973 0.0014785471081268044 0.0029379296650983056 0.004937907010316849 -0.0080584927758371293 -0.0042077461071312423 -6.6915344602117938e-05 -0.003851600720081479 0.0025930749669927974 -0.0029287722633941282 0.0021626848418361926 0.0038479066332167185 -4.0876839958713877e-05 -0.0026539325813895892 -0.00038836132253295395 0.0025740361554198901
leaf_weight=32 21 25 21 35 20 21 24 22 22 20 20 34 35 24 30 26 22 20 22 20 24 20 29 31 29 22 2380 21 29 20
leaf_count=32 21 25 21 35 20 21 24 22 22 20 20 34 35 24 30 26 22 20 22 20 24 20 29 31 29 22 2380 21 29 20
internal_value=0 -1.42656e-05 3.12038e-06 -1.11818e-05 3.74528e-06 -2.3034e-05 7.37199e-06 0.00139674 -1.41798e-05 -0.00132379 0.000795698 1.51262e-05 0.00135194 0.00292765 -2.38381e-05 5.04315e-06 0.00108367 -3.616e-05 -0.0028926 1.66555e-05 -2.1553e-05 -0.00033324 1.12028e-05 -1.84269e-05 1.77192e-05 0.00180539 -1.58453e-05 -4.19408e-05 0.00104651 -1.90859e-05
internal_weight=0 3089 3064 3043 3022 2965 2944 57 2924 64 40 2860 81 46 2779 2745 101 2644 48 2596 2576 71 2556 2527 2496 46 2450 2421 51 2400
internal_count=3121 3089 3064 3043 3022 2965 2944 57 2924 64 40 2860 81 46 2779 2745 101 2644 48 2596 2576 71 2556 2527 2496 46 2450 2421 51 2400
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=31
num_cat=0
split_feature=1210 1209 1210 1210 1213 1210 43 132 393 43 1213 52 42 4 34 51 51 483 151 12 1455 133 1456 1456 1447 1447 3 1447 2 43
split_gain=0.00595021 0.00833896 0.011486 0.00845412 0.0476834 0.00806377 0.00780521 0.0404177 0.0571419 0.0367005 0.0254919 0.0477639 0.0359612 0.0222231 0.0221574 0.0217948 0.0523341 0.0268084 0.0210665 0.0205975 0.020478 0.0253566 0.021049 0.0295104 0.026042 0.0677527 0.0627891 0.0315154 0.0220324 0.069928
threshold=-0.42132499999999995 -0.093169999999999989 -0.14310999999999999 -0.083289999999999989 -0.087969999999999979 -0.07983999999999998 -0.011694999999999999 -0.083284999999999984 0.11146500000000002 -0.010344999999999998 -0.058539999999999995 0.008405000000000001 -0.0098899999999999978 -0.52556499999999995 -0.057544999999999992 0.035765000000000012 0.088785000000000017 0.094075000000000006 0.10561000000000002 0.089005000000000015 -0.092609999999999984 0.087170000000000011 -0.075669999999999987 -0.081804999999999989 -0.085684999999999997 -0.08039499999999998 -0.085784999999999986 -0.051529999999999992 0.085485000000000019 -0.082389999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 -7 10 -8 11 19 -13 -11 -15 20 -17 -18 -16 -9 21 -12 23 -22 26 -26 -24 -27 29 -29
right_child=1 2 3 5 -6 6 9 8 -10 13 15 12 -14 14 18 16 17 -19 -20 -21 22 -23 24 -25 25 27 -28 28 -30 -31
leaf_value=0.0015365613568574191 0.0019735432707724005 -0.0020421031421782184 -0.0019320878568881501 -0.0016334242407127374 0.0042491589368392644 0.0038348816816919842 -0.0037732612495476915 0.0019234202669135164 -0.0052437129477038982 0.0028385098977014422 -0.0046554051889953294 0.0017124129604781048 0.0071178258827421827 0.0029745345585979522 -0.000279532371486373 0.0046858173445798457 -0.00015003732805557413 0.0034297479238982 0.0029143688623749077 -0.002132769688332994 0.0003913369450380006 4.4695058507689583e-05 0.0064367897763440846 0.0047199317536848993 -0.0055422217585146434 0.0030261252944668135 -0.00023221174318071767 0.00059283493522576303 9.4055775497442894e-05 -0.0021700140738138709
leaf_weight=25 21 28 24 31 26 29 28 21 20 25 22 32 20 22 1244 32 163 24 21 31 63 24 20 21 24 30 48 172 634 196
leaf_count=25 21 28 24 31 26 29 28 21 20 25 22 32 20 22 1244 32 163 24 21 31 63 24 20 21 24 30 48 172 634 196
internal_value=0 -1.24076e-05 -2.59702e-05 -7.44325e-06 0.00128216 -2.89582e-05 -1.21886e-05 0.000135076 6.78912e-05 -0.000190885 0.000135255 0.00164836 0.00379142 -0.000114431 -0.000171792 2.84229e-05 0.000948877 0.0003094 -0.000226511 -0.000494693 -0.000132326 -0.00220318 -5.34693e-05 0.00147349 -0.000167583 -0.000289729 0.00172926 -0.000167578 -0.000263197 -0.000878682
internal_weight=0 3096 3075 3047 50 2997 2966 1626 1597 1340 1577 104 52 1312 1287 1473 219 187 1265 52 1254 46 1208 84 1124 1056 68 1032 1002 368
internal_count=3121 3096 3075 3047 50 2997 2966 1626 1597 1340 1577 104 52 1312 1287 1473 219 187 1265 52 1254 46 1208 84 1124 1056 68 1032 1002 368
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=31
num_cat=0
split_feature=49 0 159 1373 48 16 11 39 148 15 457 151 1374 12 130 40 43 160 157 3 16 15 1 1446 49 457 150 12 12 133
split_gain=0.00651463 0.0252655 0.022576 0.0200503 0.0284967 0.0515562 0.0425269 0.0380835 0.0382577 0.0306279 0.0500622 0.0334174 0.0212024 0.021176 0.0200145 0.0335466 0.0199063 0.0272927 0.0199908 0.0278866 0.0486823 0.0369307 0.0186202 0.0180119 0.0334364 0.0145086 0.0138614 0.0123095 0.0581729 0.0415798
threshold=-0.0081349999999999981 -0.24955499999999997 0.10333000000000002 1.0000000180025095e-35 0.094925000000000023 -0.079109999999999986 0.076560000000000003 0.090455000000000021 -0.081574999999999995 -0.096999999999999989 0.11702000000000001 -0.088934999999999986 0.084595000000000017 0.084535000000000013 -0.22562499999999999 -0.10228999999999998 -0.11180499999999999 0.088020000000000015 -0.081579999999999986 -0.082689999999999986 -0.069144999999999984 -0.013104999999999999 0.10612500000000001 0.11655500000000001 -0.006494999999999999 0.10487 0.10874500000000002 0.085885000000000017 0.08598500000000002 0.08653000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 8 -1 -10 11 -11 -5 -7 -3 -16 -13 18 -18 20 -20 22 -21 24 -17 26 27 29 -29 -26
right_child=1 14 -4 12 5 13 -8 -9 9 10 -12 16 -14 -15 15 23 17 -19 19 21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0049044663763859056 0.0030039178946151819 -0.0029010957106947901 0.0020885715621359949 0.0039873393968446183 -0.0062302522419486195 0.00070920156768376113 0.0038828865301025954 0.0024654810301542873 -0.0036440922909726698 0.0028508625206886793 0.0045405219844542452 0.002048368163523264 -0.00042124011088162661 -0.00299447632009665 0.0036356060120921866 0.0041295266221277422 0.0012628882457740988 -0.0036917569465003911 0.00014292302851875622 -0.00040177879508267693 -0.005994732019358448 0.0024414984706902145 -0.0037369474455212744 -0.0021957184634326648 -0.00060971585099911464 -0.0023727108174934983 0.0026704811706440524 0.0055526274675503379 0.00012386521771627995 0.0012545443535606771
leaf_weight=22 29 23 37 20 24 38 23 38 30 25 20 20 24 26 26 20 39 38 24 47 28 33 26 36 684 25 20 20 1511 145
leaf_count=22 29 23 37 20 24 38 23 38 30 25 20 20 24 26 26 20 39 38 24 47 28 33 26 36 684 25 20 20 1511 145
internal_value=0 6.91717e-05 -0.000301764 -0.000464044 -0.000643794 -0.00227765 -0.000295662 -0.000542089 -0.00086677 -0.00059759 -0.00029294 -0.000638187 0.00158266 -0.000795418 3.52642e-05 6.242e-05 -0.000980251 -0.00123801 -0.000764693 -0.00126517 -0.00316197 -0.000334668 -0.00158965 2.46699e-05 5.76324e-05 2.37705e-05 4.89436e-05 2.67272e-05 0.000194783 -0.000283639
internal_weight=0 2539 582 545 501 88 413 390 352 330 300 280 44 64 2510 2487 255 235 197 158 52 106 73 2461 2425 2405 2380 2360 1531 829
internal_count=3121 2539 582 545 501 88 413 390 352 330 300 280 44 64 2510 2487 255 235 197 158 52 106 73 2461 2425 2405 2380 2360 1531 829
is_linear=0
shrinkage=0.1


Tree=891
num_leaves=31
num_cat=0
split_feature=1426 471 154 474 471 1426 1429 1429 12 157 157 1 1372 2 1446 159 159 158 12 49 0 49 3 51 133 48 48 9 1 11
split_gain=0.00609187 0.00839979 0.0106504 0.0267297 0.0240539 0.0114606 0.0160441 0.037103 0.0202535 0.0152714 0.0692112 0.0429764 0.0388818 0.0177886 0.0120382 0.0142225 0.0348945 0.0337752 0.0183228 0.0149332 0.0420397 0.0269164 0.0345299 0.055617 0.0558568 0.0173147 0.0275695 0.0256566 0.0206728 0.0318269
threshold=-0.10090499999999998 0.10338500000000002 0.085530000000000009 -0.26322499999999993 -0.086614999999999984 -0.061919999999999996 -1.0000000180025095e-35 -0.07700499999999999 0.085495000000000015 -0.087424999999999989 -0.090569999999999998 0.091785000000000019 -0.087494999999999976 0.087625000000000022 0.111445 -0.47115499999999993 -0.46267499999999995 -0.45009999999999994 0.090455000000000021 -0.0081349999999999981 -0.24955499999999997 -0.031119999999999998 -0.085784999999999986 -0.014904999999999998 0.057185000000000007 0.081805000000000017 0.086425000000000016 -0.087089999999999987 0.14754500000000001 0.10177000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 8 -7 10 11 13 -11 -8 15 18 -17 -18 -14 21 -21 -19 -23 -24 -25 27 -27 -22 29 -29
right_child=1 -3 -4 4 5 6 9 -9 -10 12 -12 -13 14 -15 -16 16 17 19 -20 20 25 22 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0016974603513344414 -0.0030872342309781484 -0.0018371003903448581 0.0023034613975323739 0.0034732444211840632 -0.0020966618680036985 0.0015367707094898629 0.0035452399331216628 0.0042687247330644015 -0.0023326409825434285 0.004115915946338488 -0.0057006182955004854 -0.0030020252876584571 0.00045608949032612146 0.00023183482766779532 0.0018037896454592959 0.0033840569837290482 -0.0041396232222905378 -0.00010525225468288171 -0.0036047593764960764 0.0044512571216645562 -0.0033714931868219183 0.00045080117083021577 -0.0069772284012287857 -0.004770658783736113 0.0019946192686732572 0.0043831725601921794 0.00052122519404978541 -2.1171612656953169e-05 0.0020155478820052682 -0.004033318459987641
leaf_weight=21 28 25 20 20 26 31 26 29 24 23 26 31 20 43 36 30 20 392 25 22 23 42 25 23 26 20 244 1731 49 20
leaf_count=21 28 25 20 20 26 31 26 29 24 23 26 31 20 43 36 30 20 392 25 22 23 42 25 23 26 20 244 1731 49 20
internal_value=0 -1.14989e-05 3.34336e-06 -1.17147e-05 1.67341e-05 -6.25565e-06 1.19767e-05 0.0013744 -0.0001517 -2.75275e-05 -0.00110424 9.08235e-05 2.14315e-05 0.00148036 -1.28382e-05 -3.69527e-05 -7.20608e-06 -4.5787e-05 -0.00179994 -1.45005e-05 0.000102737 -0.000501222 -0.00183933 -0.00313913 -0.00118092 5.68977e-05 0.000813797 -5.27136e-05 -1.0307e-05 -6.69985e-05
internal_weight=0 3100 3075 3055 3027 3007 2981 84 55 2897 126 100 2771 69 2748 2712 2667 2637 45 2617 2109 508 116 74 49 2087 264 1823 1800 1751
internal_count=3121 3100 3075 3055 3027 3007 2981 84 55 2897 126 100 2771 69 2748 2712 2667 2637 45 2617 2109 508 116 74 49 2087 264 1823 1800 1751
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=31
num_cat=0
split_feature=1456 133 133 483 12 1456 1447 159 2 1447 1447 42 1446 43 16 130 150 1348 0 15 0 454 16 150 150 457 150 472 10 10
split_gain=0.00609407 0.0456433 0.0512783 0.0217601 0.0158822 0.0124901 0.0103208 0.0339475 0.0297174 0.0600569 0.0293297 0.0294906 0.0120943 0.0087724 0.0214564 0.0107183 0.0187155 0.0110846 0.0115954 0.0468668 0.0161297 0.0147492 0.0126544 0.0138563 0.0222117 0.0143652 0.0188509 0.0121205 0.0119543 0.0264633
threshold=0.088910000000000017 0.11524500000000001 0.09635500000000001 0.0093900000000000008 0.087215000000000015 0.086985000000000021 -0.085709999999999995 -0.092414999999999983 0.083715000000000026 -0.087654999999999983 -0.082954999999999987 0.087665000000000007 0.08487500000000002 -0.50216499999999986 -0.077074999999999991 -0.22461999999999996 0.14582500000000004 -1.0000000180025095e-35 -0.24955499999999997 -0.10324499999999999 -0.23091999999999999 -0.082299999999999984 -0.55248999999999981 0.12765500000000005 0.12026500000000001 0.12052 0.11117000000000002 1.0000000180025095e-35 -0.15926999999999997 -0.086389999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 7 12 -9 -10 11 -8 -1 14 -12 -15 17 -17 19 -19 -20 -22 -23 24 25 26 27 28 -24 -30
right_child=1 -3 -4 -5 -6 -7 10 8 9 -11 13 -13 -14 15 -16 16 -18 18 20 -21 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00046740314507835804 0.0016480488973736234 -0.0048239600230855027 0.0046124246396218611 -0.0028718572397551994 -0.0017807887486097488 0.0021706630579299397 0.00037955543275216018 0.00063708013389259573 -0.00020912382693495603 -0.0079587624967098237 0.0036926617538979786 0.0053001534049620944 0.002887686609201843 -0.0019371778045877302 -0.00011798442186166843 -0.0023155714385211467 0.0030433143925620246 -0.0014362071679594616 -0.0023038926487413025 0.0050325890515177029 0.0026958677518996409 0.0024144539254761879 0.001496392495270508 -0.0023037688845458132 0.0032930145206046292 0.002199551361679499 -0.0023498772258689214 0.0022918356243859638 -0.0037197877377911936 -6.68212336838106e-05
leaf_weight=22 35 22 21 34 22 27 29 20 20 20 22 21 21 29 45 21 20 24 31 21 20 21 48 27 20 28 36 22 20 2352
leaf_count=22 35 22 21 34 22 27 29 20 20 20 22 21 21 29 45 21 20 24 31 21 20 21 48 27 20 28 36 22 20 2352
internal_value=0 -0.000659739 0.000158233 -0.000869657 0.000324638 2.95966e-05 1.00666e-05 -0.000973375 -0.00251027 -0.00408394 4.55214e-05 0.00244621 0.00117113 2.75893e-06 0.00113327 -2.4885e-05 -4.42891e-06 -2.70803e-05 -9.08093e-06 0.00158256 -3.63663e-05 -9.26785e-06 -3.02868e-05 -5.03963e-05 -2.63103e-05 -5.28014e-05 -7.82517e-05 -4.47633e-05 -6.60051e-05 -9.7622e-05
internal_weight=0 134 112 91 57 2987 2960 103 60 40 2857 50 43 2807 67 2740 2711 2691 2670 45 2625 2594 2574 2553 2526 2506 2478 2442 2420 2372
internal_count=3121 134 112 91 57 2987 2960 103 60 40 2857 50 43 2807 67 2740 2711 2691 2670 45 2625 2594 2574 2553 2526 2506 2478 2442 2420 2372
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=31
num_cat=0
split_feature=402 402 402 402 128 128 0 128 4 128 42 403 0 52 403 133 0 403 16 399 11 129 52 12 12 12 2 15 132 16
split_gain=0.00594894 0.0140085 0.0167217 0.0246655 0.009206 0.0126465 0.0481792 0.0133783 0.0366053 0.0142741 0.0129081 0.0125404 0.0531014 0.0554616 0.0407884 0.0225193 0.0287045 0.0135365 0.011558 0.0134543 0.0118972 0.0128014 0.0125898 0.0286312 0.0726449 0.0646194 0.0507058 0.0727951 0.0463252 0.0512476
threshold=-0.47157999999999994 -0.46267499999999995 -0.43418999999999991 -0.41217999999999994 0.11876500000000001 0.10332500000000001 -0.084804999999999978 0.092940000000000009 -0.07712999999999999 0.089035000000000017 -0.12995999999999999 -0.53960999999999981 -0.086409999999999987 0.060015000000000006 -0.53101999999999994 0.26753000000000005 -0.077809999999999976 -0.38619999999999993 0.67964000000000013 0.10788500000000002 0.10458500000000001 0.10412500000000001 0.016565000000000003 0.083935000000000023 0.084655000000000022 0.082480000000000012 0.086825000000000013 -1.0000000180025095e-35 0.090050000000000005 0.16703000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -7 9 -9 11 -8 12 -5 -14 -13 17 -17 -16 19 20 21 22 -19 25 -25 26 27 -24 29 -26
right_child=1 2 3 4 -6 6 10 8 -10 -11 -12 14 13 -15 15 16 -18 18 -20 -21 -22 -23 23 24 28 -27 -28 -29 -30 -31
leaf_value=-0.0012604605714079448 0.0024216640837645782 -0.0024363184879933088 0.0035189118306152528 -0.0029943683628170267 0.0015631257856856227 -0.0054873531445628031 0.002143183791353791 -0.00076647256420732575 0.0045756135135889059 -0.0026842922391369941 -0.0012449617973407327 -0.0040589195149950685 0.0059074145079397698 -0.00051981614343822005 0.0026331226102774964 -0.0041772202299586655 0.00023483935859985652 0.0001425857625564921 -0.0023149665090299791 0.002397268675849773 0.0020329256060308424 0.0022949175365890068 -0.00033089088503315692 0.0043875222010279283 0.00018068027917276958 -0.0055902155830214427 0.00038679067584841204 -0.0070636695297882678 -0.0034393465054953208 -0.0045342621582676662
leaf_weight=37 24 28 20 21 37 20 22 29 23 20 23 25 29 25 20 29 30 1627 21 24 29 24 42 36 584 30 150 26 42 24
leaf_count=37 24 28 20 21 37 20 22 29 23 20 23 25 29 25 20 29 30 1627 21 24 29 24 42 36 584 30 150 26 42 24
internal_value=0 1.51223e-05 -3.75257e-06 1.87118e-05 -4.52994e-06 -2.40268e-05 -0.00140356 6.78739e-06 0.00159637 -2.21344e-05 0.000411465 -3.3736e-06 0.00127251 0.00293184 -3.80066e-05 -1.29261e-06 -0.0019338 4.12673e-05 2.17723e-05 4.03741e-05 1.87347e-05 -3.86166e-06 -2.54043e-05 -0.000318038 1.48589e-05 -0.00123887 -0.000640065 -0.00290519 -0.000227319 -5.43587e-06
internal_weight=0 3084 3060 3032 3012 2975 65 2910 52 2858 45 2838 75 54 2763 2738 59 2679 2659 2638 2614 2585 2561 934 686 248 218 68 650 608
internal_count=3121 3084 3060 3032 3012 2975 65 2910 52 2858 45 2838 75 54 2763 2738 59 2679 2659 2638 2614 2585 2561 934 686 248 218 68 650 608
is_linear=0
shrinkage=0.1


Tree=894
num_leaves=31
num_cat=0
split_feature=448 475 147 447 3 151 16 2 147 48 16 49 151 457 1371 1375 13 150 0 52 15 3 403 3 0 1209 403 0 15 0
split_gain=0.00592195 0.0235728 0.0168525 0.0127231 0.0261217 0.0100324 0.00767006 0.0483395 0.0187518 0.0097544 0.0128113 0.0116078 0.0131201 0.0138487 0.0133849 0.012637 0.0911426 0.0150602 0.0150858 0.0813597 0.0873915 0.01285 0.0539334 0.0451016 0.0682355 0.0297787 0.0287495 0.0249509 0.0401174 0.0979417
threshold=-1.0000000180025095e-35 -0.080004999999999979 0.10479500000000001 0.089595000000000022 -0.087909999999999988 -0.082229999999999984 -0.5435399999999998 0.10222000000000002 0.089995000000000019 -0.079804999999999987 -0.52595999999999987 -0.24167999999999998 0.26665000000000005 -0.14786499999999997 0.087810000000000013 -0.15308499999999997 -0.085744999999999988 0.10699000000000002 -0.17169499999999996 -0.080114999999999978 -0.21699999999999997 -0.082234999999999989 -0.53762499999999991 -0.082484999999999989 -0.086409999999999987 -0.087199999999999986 -0.52445499999999989 -0.084269999999999984 -0.089549999999999991 -0.11013499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -3 -5 7 -2 9 -8 -11 -12 13 -13 15 16 -15 18 19 -17 -21 23 -23 25 -25 -20 -24 28 -28 -30
right_child=2 3 -4 5 -6 -7 8 -9 -10 10 11 12 -14 14 -16 17 -18 -19 21 20 -22 22 26 24 -26 -27 27 -29 29 -31
leaf_value=0.0023326730472035709 -0.0012476332993584596 0.00014735875672406773 0.002922023611608893 0.001490833501884481 -0.0044572738523129376 -0.0012202121735287782 0.0019011150623016336 0.0050581672764383259 -0.003063289746642113 -0.0019100343442655038 -0.0020486079307307525 0.0026135570181178907 -0.0022458674437366428 0.0065827806624362169 -0.0022224143048963294 -0.0033940628869459036 -0.0022747629286291506 -0.001947806861655983 0.0038581501703620668 0.00046260604109248207 0.0088398372265510259 -0.0046105477917956668 0.0032623903211206201 0.0072110152702130701 -8.2619121330308515e-05 5.5661396360274417e-05 2.7082344380547655e-05 0.00019651200578292571 -0.0067265189898369666 -0.00084214391447885923
leaf_weight=22 31 22 20 21 28 39 27 20 20 35 27 21 25 21 26 24 26 38 21 33 20 27 25 23 29 1069 338 812 33 198
leaf_count=22 31 22 20 21 28 39 27 20 20 35 27 21 25 21 26 24 26 38 21 33 20 27 25 23 29 1069 338 812 33 198
internal_value=0 -0.000655483 2.89474e-05 -0.00125311 -0.00243124 -0.000271346 9.45884e-06 0.00122523 -1.17901e-05 9.26928e-06 -8.52237e-06 1.49448e-05 3.47796e-05 5.52595e-05 3.58154e-05 5.72673e-05 0.00168286 2.88647e-05 5.71881e-05 0.00143643 0.00362383 1.59447e-05 -0.000183477 0.000266183 0.00314341 0.00012892 -9.84625e-05 -0.000159303 -0.000667075 -0.00168277
internal_weight=0 132 2989 110 50 60 2969 51 2918 2898 2871 2836 2809 2784 2763 2737 47 2690 2652 77 53 2575 1433 1142 52 1090 1406 1381 569 231
internal_count=3121 132 2989 110 50 60 2969 51 2918 2898 2871 2836 2809 2784 2763 2737 47 2690 2652 77 53 2575 1433 1142 52 1090 1406 1381 569 231
is_linear=0
shrinkage=0.1


Tree=895
num_leaves=31
num_cat=0
split_feature=96 1 31 151 52 51 15 2 151 1 0 0 457 0 52 16 4 2 128 456 456 1 130 1 0 4 4 43 43 0
split_gain=0.00566694 0.028581 0.0164933 0.00723811 0.04253 0.0508069 0.0483389 0.0196656 0.0145852 0.0144817 0.00897068 0.00954592 0.0133853 0.0165726 0.0358141 0.0332485 0.0231887 0.0165036 0.0121733 0.0117998 0.0301583 0.0155933 0.0130927 0.0155203 0.0175326 0.0527987 0.128653 0.0416209 0.0344846 0.0244565
threshold=0.083725000000000008 0.10956 -1.0000000180025095e-35 -0.10142999999999999 -0.015069999999999998 -0.085384999999999989 -0.089964999999999976 0.089525000000000007 -0.093064999999999981 0.099660000000000012 -0.26609999999999995 -0.23811499999999999 0.14090500000000003 -0.15599999999999997 -0.080114999999999978 -0.39185999999999993 -0.017809999999999996 0.11548000000000001 0.11976500000000002 0.091580000000000009 0.089235000000000023 0.10538500000000002 -0.23123999999999997 0.15618500000000002 -0.10224499999999999 -0.018869999999999994 -0.081114999999999979 -0.083879999999999996 -0.027014999999999997 -0.099059999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -6 -7 -5 -9 -10 -12 13 14 -13 17 -17 -16 19 20 22 -21 -15 24 25 26 -24 -27 -29 -26
right_child=1 -3 3 8 6 7 -8 9 10 -11 11 12 -14 18 15 16 -18 -19 -20 21 -22 -23 23 -25 29 27 -28 28 -30 -31
leaf_value=-0.0026305245128848283 0.003479675345051174 -0.00084666977872493098 0.0051176595035940416 0.0027288262965157631 -0.00044057257085417705 -0.0021657589826071144 -0.0062344185442877158 0.002830781780565823 0.0020781034502544487 -0.00088298686563835624 -0.0020253304058038021 -0.001658923110431608 -0.001981888091452702 0.0025229006516747179 0.0029033019300550226 0.0019180258619599046 0.0067334906500764197 -0.00064562567215608929 0.0018694503878256966 -0.00030510545650031418 -0.0033255098111112606 0.0036437325552105904 0.00073717793928006214 -0.0022340807026921539 0.0023619312944862508 -0.0026131903972448213 -0.0080750700730519986 0.0033498727832920851 -3.1970291067957748e-05 3.1554754190149639e-05
leaf_weight=24 26 37 20 20 36 38 24 21 21 21 23 34 33 20 20 20 20 38 34 20 28 20 37 32 46 49 30 38 146 2145
leaf_count=24 26 37 20 20 36 38 24 21 21 21 23 34 33 20 20 20 20 38 34 20 28 20 37 32 46 49 30 38 146 2145
internal_value=0 0.000938806 -1.9341e-05 1.31438e-06 -0.000653304 0.00060958 -0.00275811 -0.000517439 3.7758e-05 0.000973897 1.88998e-05 3.63564e-06 2.02428e-05 4.40348e-05 0.00113757 0.00210778 0.00432576 0.000578142 -1.05386e-05 -3.50195e-05 -6.15357e-05 0.00166931 -2.55974e-05 -4.57995e-05 -1.76883e-05 -0.000734651 -0.0032086 -2.32568e-05 0.000666454 8.0481e-05
internal_weight=0 63 3058 3034 160 100 60 80 2874 42 2854 2833 2810 2777 132 98 40 58 2645 2611 2571 40 2543 2523 2491 300 67 233 184 2191
internal_count=3121 63 3058 3034 160 100 60 80 2874 42 2854 2833 2810 2777 132 98 40 58 2645 2611 2571 40 2543 2523 2491 300 67 233 184 2191
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=31
num_cat=0
split_feature=375 38 11 9 40 40 0 4 13 1186 133 1186 1204 4 1213 12 1204 130 2 1 33 2 1 1 9 39 47 39 123 40
split_gain=0.00572169 0.00860468 0.00865918 0.00974397 0.00729204 0.0152238 0.00898812 0.0227283 0.0197674 0.00940089 0.0253642 0.0159291 0.0179285 0.0316557 0.0394807 0.0285929 0.0264343 0.0111001 0.0398851 0.0124106 0.0125988 0.0197496 0.0256188 0.0678193 0.0515367 0.0126194 0.0301158 0.0247004 0.0220754 0.021284
threshold=0.089550000000000018 0.10657000000000001 -0.014494999999999999 -0.092544999999999975 0.10611000000000002 0.0064400000000000004 0.14486500000000005 -0.37944499999999992 0.40528500000000006 0.083355000000000012 -0.082009999999999986 0.021560000000000003 -0.079179999999999987 -0.081984999999999988 0.08593000000000002 0.090165000000000009 -0.0030749999999999996 -0.079354999999999981 0.08647500000000001 0.14860500000000001 0.085305000000000006 -0.013254999999999998 0.10937500000000001 0.13332000000000002 0.088235000000000022 0.085330000000000003 0.079855000000000023 0.090455000000000021 0.087755000000000014 -0.082239999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -8 9 11 -11 12 13 14 -5 -15 -14 18 -18 20 21 22 24 -24 -19 29 27 28 -27 -23
right_child=-2 -3 3 4 -6 -7 7 -9 -10 10 -12 -13 16 15 -16 -17 17 19 -20 -21 -22 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0019812670790336352 -0.0016859743674285711 0.0018224327184725555 0.0019759326633065942 -0.0010959954759864896 0.0017673699121982995 -0.0025285107042388216 -0.00035866571354410172 0.0035236570257693531 0.0027745362082496287 -0.0029159947226826965 0.00079217931588313405 0.0026599863205443732 0.0027061397062627494 0.0027190320286899806 -0.006205942129184093 -0.0018117762296102368 0.0040635939559032176 0.0067450118118098801 -0.00075822438229806728 -0.0020783101565515004 -0.0024149793230621567 0.0032336670276708907 -0.0033104480236190665 0.0042589405749458818 0.00013978844724112639 -0.0042115364109046515 -0.0046026004711166024 0.00095959130286549536 0.00022808168127778032 -4.2909210896087098e-05
leaf_weight=22 20 26 25 54 23 24 38 25 25 39 35 22 36 30 21 26 29 21 42 30 22 20 29 20 27 24 20 60 21 2265
leaf_count=22 20 26 25 54 23 24 38 25 25 39 35 22 36 30 21 26 29 21 42 30 22 20 29 20 27 24 20 60 21 2265
internal_value=0 1.08738e-05 -4.44349e-06 9.80155e-06 -6.43136e-06 -2.00079e-05 1.8805e-07 0.00118194 -2.53261e-05 -4.95212e-05 -0.00116213 -2.03148e-05 -4.13969e-05 -0.00118354 -0.00252678 0.000615442 1.47249e-05 -2.21157e-05 0.00121125 -5.63358e-05 -3.23503e-05 -1.14417e-05 0.00138758 -0.000220902 0.00302957 -6.77509e-05 -0.00104611 -0.000368683 -0.00213971 -1.42302e-05
internal_weight=0 3101 3075 3053 3028 3005 2981 63 2918 2893 74 2819 2797 131 75 56 2666 2630 71 2559 2529 2507 97 49 48 2410 125 105 45 2285
internal_count=3121 3101 3075 3053 3028 3005 2981 63 2918 2893 74 2819 2797 131 75 56 2666 2630 71 2559 2529 2507 97 49 48 2410 125 105 45 2285
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=31
num_cat=0
split_feature=1213 16 403 15 4 12 133 402 1208 2 1208 1210 13 1210 400 0 43 43 43 484 159 52 13 51 51 48 2 3 42 131
split_gain=0.00577595 0.0212292 0.038426 0.0542001 0.0185989 0.0152948 0.0196652 0.0140845 0.0130331 0.0707499 0.0616697 0.0126337 0.0112014 0.0103915 0.0111897 0.020359 0.0103867 0.0521464 0.0272696 0.111721 0.133213 0.0695759 0.0517727 0.0232118 0.0559672 0.0234515 0.0341015 0.0372232 0.0301105 0.0249985
threshold=-0.091914999999999983 -0.078844999999999985 0.104315 0.085465000000000013 -0.079329999999999984 0.090345000000000023 -0.097509999999999986 0.2506000000000001 0.10383000000000002 0.090935000000000016 0.080860000000000015 -0.087109999999999979 -0.066634999999999986 -0.081594999999999987 -0.090784999999999991 -0.082184999999999994 -0.011694999999999999 -0.010344999999999998 -0.029804999999999995 -0.081614999999999979 -1.0000000180025095e-35 0.092965000000000006 -0.017449999999999997 0.035765000000000012 0.088785000000000017 0.095090000000000022 0.090050000000000005 -0.053259999999999995 0.085010000000000016 0.082750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 -4 8 10 -10 11 -2 -6 -13 15 -15 18 -18 23 -20 -21 22 -22 -16 -25 26 29 28 -28 -26
right_child=7 4 5 -5 12 -7 -8 -9 9 -11 -12 13 -14 14 16 -17 17 -19 19 20 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0006958857615245507 -0.0022228397464809512 -0.0034091550580342303 -0.0031780509802047164 0.007511836692501675 -0.0014654087500689044 0.002045743954589679 0.0010122001192939933 -0.0024465412231317414 -0.0054516522232443097 0.0018075818613428494 0.0049599008844234058 0.0022078402151930192 0.0015743613932971603 0.0031050757301272825 -0.00017663438532730582 -0.0010138884151820093 -0.0049875293635641754 -0.00017991790359013474 -0.0047355473517318785 0.010293703360948711 -0.004803381501697004 0.0058116941307873836 0.0015115993984698042 0.0048822331062007337 -0.0024391857043251789 -0.0018526218770421111 0.00061209685751236983 -0.001330446437932551 0.0054760746632902223 0.0013543039953219705
leaf_weight=28 26 20 24 20 22 21 21 24 25 29 25 21 27 30 1193 20 23 1183 23 20 20 23 37 31 38 40 20 20 35 32
leaf_count=28 26 20 24 20 22 21 21 24 25 29 25 21 27 30 1193 20 23 1183 23 20 20 23 37 31 38 40 20 20 35 32
internal_value=0 0.000545086 0.00138303 0.00353587 -0.000839338 -0.000182673 -0.0012226 -3.39519e-05 -1.40816e-05 -0.00155317 1.49782e-05 -2.86278e-05 0.000209567 -8.3183e-06 -2.5011e-05 0.00145749 -5.20837e-05 -0.000271605 0.000120725 0.00154867 0.00299405 0.00116913 -0.000704183 -3.92915e-06 0.000949947 0.000291024 0.000882374 0.00236394 0.00370736 -0.000705019
internal_weight=0 183 114 48 69 66 45 2938 2914 54 2860 2835 49 2809 2788 50 2738 1206 1532 123 100 80 57 1409 216 185 145 75 55 70
internal_count=3121 183 114 48 69 66 45 2938 2914 54 2860 2835 49 2809 2788 50 2738 1206 1532 123 100 80 57 1409 216 185 145 75 55 70
is_linear=0
shrinkage=0.1


Tree=898
num_leaves=31
num_cat=0
split_feature=402 0 1 0 484 403 133 12 401 4 3 33 10 10 402 52 0 1213 1213 130 133 2 133 15 1213 402 4 402 131 132
split_gain=0.00717503 0.0336844 0.0801331 0.055713 0.0383682 0.0777335 0.0373933 0.0191021 0.0137527 0.0133269 0.0229564 0.00929427 0.00973329 0.0376718 0.00952057 0.037157 0.0135731 0.0104591 0.0368766 0.0360878 0.0434706 0.0480639 0.0323525 0.0394277 0.036573 0.0108557 0.0173688 0.031683 0.0131373 0.0276513
threshold=0.095250000000000015 -0.071339999999999987 0.085475000000000009 -0.077259999999999981 -0.081614999999999979 -0.059794999999999994 -0.071719999999999992 0.091085000000000013 0.10947000000000001 0.065520000000000009 -0.082794999999999994 0.093560000000000018 -0.092019999999999977 -0.38124499999999995 0.087360000000000007 0.086450000000000013 -0.084889999999999979 0.060985000000000004 0.0036000000000000003 0.10464000000000001 -0.0077049999999999992 0.085485000000000019 -0.023589999999999996 0.086355000000000015 0.085640000000000008 -0.21830999999999998 -0.03898999999999999 -0.46435999999999994 0.11863000000000001 -0.41127499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 4 -2 -6 7 9 11 10 -7 12 13 -1 17 16 -16 18 25 20 22 -22 23 24 -19 26 27 -14 29 -27
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 -12 -13 14 -15 15 -17 -18 19 -20 -21 21 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0005950809774420611 -0.0031470559705048802 -0.00052412527936300448 0.0073672334748235624 -0.0050914628821192316 0.0063004032708704472 -0.0014513526782494687 -0.0032876387278800118 0.0035716994750228798 -0.0021394186298552558 -0.0019906838220776989 0.0026155879562221734 0.0020742852529067372 -0.00043579371887500647 -0.0043933859352061214 -0.0013340487760762055 -0.0046998864472178482 0.0016019380011130125 -0.00019915115204639734 -0.0043060112296370787 -0.0030414780771190475 -0.0039985199182949686 0.0018172129623902343 0.0049221245969723292 -0.0021500588738885911 0.0055909448739839725 0.0027412694628259891 -0.00056574028610001977 0.0041832274016500876 -0.0019336939805523598 -5.181308951681576e-05
leaf_weight=41 25 31 22 20 24 23 26 22 31 20 35 21 27 24 31 21 32 20 20 22 27 30 36 23 24 36 41 33 36 2297
leaf_count=41 25 31 22 20 24 23 26 22 31 20 35 21 27 24 31 21 32 20 20 22 27 30 36 23 24 36 41 33 36 2297
internal_value=0 0.000516068 0.00275153 -9.152e-05 0.000479902 0.0010844 9.08696e-05 0.000969282 -4.45475e-05 0.000235267 0.00100284 -2.1697e-05 -3.72999e-05 -0.00124681 -8.77356e-06 -0.00105704 0.000157246 2.41808e-05 -2.93082e-05 0.000755981 0.00127813 -0.000937608 0.00250432 0.0012052 0.00295908 5.32096e-06 0.00102064 0.00210467 -3.79662e-05 -8.71366e-06
internal_weight=0 248 53 195 175 150 126 100 2873 78 58 2842 2821 65 2756 84 63 2672 2490 182 160 57 103 67 44 2470 101 60 2369 2333
internal_count=3121 248 53 195 175 150 126 100 2873 78 58 2842 2821 65 2756 84 63 2672 2490 182 160 57 103 67 44 2470 101 60 2369 2333
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=31
num_cat=0
split_feature=1208 1208 16 16 402 47 484 133 402 133 12 15 133 401 401 402 2 13 43 0 130 150 42 42 42 10 1 4 1 148
split_gain=0.00623677 0.0519412 0.0431811 0.0405814 0.00799446 0.0411593 0.0279644 0.107573 0.0261678 0.0204654 0.0481277 0.0295224 0.0381255 0.0161038 0.00970016 0.0179782 0.0125492 0.0109826 0.00910326 0.0170189 0.0115191 0.0183878 0.0111635 0.0519829 0.0427113 0.0246463 0.021998 0.0499547 0.0536973 0.0180895
threshold=0.10233500000000001 0.086590000000000014 -0.079734999999999986 -0.071359999999999993 0.088375000000000023 0.081320000000000017 -0.081614999999999979 0.09635500000000001 0.087195000000000009 -0.062749999999999986 0.091840000000000019 0.087825000000000014 -0.10298999999999998 0.10947000000000001 0.089695000000000011 0.10842 0.08647500000000001 -0.012119999999999997 -0.50216499999999986 -0.071719999999999992 -0.22461999999999996 0.14582500000000004 0.083715000000000026 0.083865000000000009 0.083235000000000017 -0.092019999999999977 0.13756000000000004 0.51164000000000009 0.14627000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 8 6 -6 9 13 11 -11 14 -13 18 16 -16 -8 -18 19 -1 -20 22 24 -24 25 -22 29 28 -28 -27
right_child=2 -3 3 -5 5 -7 7 -9 -10 10 -12 12 -14 -15 15 -17 17 -19 20 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0027042853180319071 0.0048106378701049841 -0.0046537925411636628 -0.0039273075060918929 0.002366749568609521 -0.0025581077469255297 0.0046683384055292909 -0.0029916266464473061 0.0072175152803538372 -0.0035540439121957337 -0.0052764056452914432 0.00068255895484154198 -8.4989132301416251e-05 0.0057494449872700949 -0.0027049220484596762 0.0022604140400465942 -0.0012353257459056166 -0.0015574106089770794 0.0015865295892581344 -0.0019964569408831927 -0.00099256869638338682 -0.0031179794144851193 0.0030281018628738822 0.0052680512703955178 0.000125500482989502 -0.0040708031488715544 -0.00010694732915292932 0.0037136050110513513 0.0056037263151004239 -0.0027462352927203381 -0.002633032141401882
leaf_weight=33 20 24 21 20 33 22 24 22 21 23 33 24 21 22 31 28 25 20 29 20 27 20 20 1144 28 1262 22 22 31 29
leaf_count=33 20 24 21 20 33 22 24 22 21 23 33 24 21 22 31 28 25 20 29 20 27 20 20 1144 28 1262 22 22 31 29
internal_value=0 -1.99589e-05 0.00100122 -0.000857036 1.66722e-05 0.000501363 0.000178569 0.000538371 -3.76558e-05 -0.000103294 -0.00176487 0.000434558 0.00263775 -1.03969e-05 -0.00034 0.000601419 -0.00114498 -0.000160104 1.16647e-05 0.00130925 -1.44446e-05 7.62004e-06 -1.57493e-05 0.00021386 -0.000203832 -0.000126104 -6.69674e-05 0.00159797 -6.47921e-05 -0.000163691
internal_weight=0 3060 61 41 3036 306 284 251 2730 229 56 173 45 2709 128 59 69 45 2687 53 2634 2605 2585 1164 1421 1393 1366 75 53 1291
internal_count=3121 3060 61 41 3036 306 284 251 2730 229 56 173 45 2709 128 59 69 45 2687 53 2634 2605 2585 1164 1421 1393 1366 75 53 1291
is_linear=0
shrinkage=0.1


Tree=900
num_leaves=31
num_cat=0
split_feature=1208 1208 12 15 15 42 0 2 43 3 12 42 1 16 1 13 16 403 15 403 123 1 131 130 131 43 2 16 15 15
split_gain=0.0057886 0.018638 0.0815117 0.00667187 0.0201341 0.0161725 0.027586 0.0216482 0.022476 0.0207936 0.0122105 0.0417197 0.0102313 0.058361 0.0189879 0.017808 0.011063 0.0102745 0.0298495 0.0216539 0.0101577 0.0129384 0.0131843 0.0355201 0.0218058 0.0207647 0.024217 0.0160153 0.0140199 0.0227086
threshold=0.11846000000000001 0.098655000000000007 0.093965000000000007 0.11728000000000001 0.11461000000000002 0.09796500000000001 -0.019414999999999998 0.096540000000000015 -0.070064999999999975 -0.066704999999999987 0.22926500000000002 0.14351000000000003 0.14860500000000001 -0.11118499999999999 0.13756000000000004 -0.076599999999999988 -0.27167499999999994 -0.5335399999999999 0.087685000000000013 -0.52641999999999989 -1.0000000180025095e-35 0.13501500000000002 0.10954500000000002 0.09796500000000001 0.099565000000000015 -0.05647499999999999 0.087545000000000026 -0.080954999999999985 0.08517000000000001 0.084840000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 7 -7 8 -5 -9 11 12 14 -14 17 16 -16 18 -1 -19 -21 22 24 25 28 26 -24 -26 29 -22
right_child=-2 2 -4 5 -6 6 -8 9 -10 -11 -12 -13 13 -15 15 -17 -18 19 -20 20 21 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0034582283107034355 0.001485879228521998 0.0024384969306993302 -0.0064817589530277823 -0.00018402651833769468 -0.002688332449179143 0.003615302524554569 -0.00099432426170096753 -0.003759121647833482 0.00401832367409952 0.00013401075805578492 0.002301141777602227 -0.003853216290008277 0.0025323843783033747 -0.0044965673082818592 -0.0011429956968640909 0.0034048788758809681 0.0020415177557151767 -0.0033004116691881789 -0.0010051550023992353 0.0020086452187970281 -8.7354294715696364e-05 -0.0020474476304145591 0.0027811569359266399 -0.0027678139117779214 -0.00042431111467759248 0.0040983162456039533 -0.0010797071754495846 -0.0042439298798507526 0.00044170300402146545 -0.0028170256161942119
leaf_weight=31 26 20 21 35 28 37 20 23 20 34 23 28 21 27 24 32 20 20 29 25 1806 31 33 20 23 29 32 21 551 31
leaf_count=31 26 20 21 35 28 37 20 23 20 34 23 28 21 27 24 32 20 20 29 25 1806 31 33 20 23 29 32 21 551 31
internal_value=0 -1.24824e-05 -0.00213041 1.59509e-05 -1.98224e-05 0.000626638 0.00199789 -7.12311e-05 0.0013441 -0.0014369 6.33028e-06 -1.22938e-05 2.60333e-05 -0.0014214 5.12243e-05 0.00160993 0.00030451 7.05521e-06 0.00130093 -2.25528e-05 2.64209e-06 -1.68186e-05 7.90631e-06 0.00105897 -4.13622e-05 0.00187318 0.000880424 -0.00224731 -7.16623e-07 -0.000133418
internal_weight=0 3095 41 3054 2885 169 57 112 55 57 2857 2834 2806 48 2758 76 44 2682 60 2622 2602 2577 2546 114 2432 94 65 44 2388 1837
internal_count=3121 3095 41 3054 2885 169 57 112 55 57 2857 2834 2806 48 2758 76 44 2682 60 2622 2602 2577 2546 114 2432 94 65 44 2388 1837
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=31
num_cat=0
split_feature=46 447 147 1208 1209 16 16 1210 402 12 43 43 43 1203 1213 1213 52 4 159 159 34 133 52 52 16 51 12 402 48 160
split_gain=0.00594813 0.00672569 0.00633208 0.00606002 0.0421747 0.0370892 0.0330233 0.00824757 0.0288444 0.0559161 0.00698752 0.0228663 0.0220896 0.0201457 0.0218339 0.0391407 0.0352082 0.0187776 0.0198431 0.0320462 0.02829 0.0234287 0.0692368 0.145911 0.0512164 0.0731686 0.0386024 0.0314177 0.0233815 0.0592561
threshold=-0.043074999999999995 0.094580000000000011 0.10271500000000001 0.10233500000000001 -0.094304999999999986 -0.079734999999999986 -0.071359999999999993 -0.083289999999999989 -0.086719999999999978 0.08815000000000002 -0.011694999999999999 -0.012394999999999998 -0.010344999999999998 0.089005000000000015 0.089630000000000015 0.04198000000000001 0.039215000000000007 -0.52556499999999995 0.10461500000000003 0.10725000000000003 -1.0000000180025095e-35 -0.0042999999999999991 0.084735000000000019 0.10898500000000001 -0.039889999999999988 0.078435000000000019 -0.010834999999999999 -0.43418999999999991 0.08955500000000001 0.088405000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 8 -6 -10 11 13 -12 14 15 -9 -16 -14 20 -20 -19 -22 26 -24 25 27 -23 -25 29 -28
right_child=1 -3 -4 5 7 6 -8 10 9 -11 12 -13 17 -15 16 -17 -18 18 19 -21 21 22 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.0014778200626433657 -0.0042967787093442424 -0.0015842835832801131 0.0017314372395741799 0.004506188506493345 -0.0012979338606408635 -0.0035161405064476035 0.0021616252115927641 0.00011091938894918629 0.0061299738150251953 -0.00047250963217610945 -0.0029792072941615647 0.0028947545600862337 0.0025739255435764789 -0.002505569684629639 -0.00056272050892205343 -0.0038794096596539021 0.0049124935564274592 0.0031481828625186136 0.004701996312942356 0.00028539634291993701 7.0780922328216646e-05 -0.0034372812083936022 -0.0082722496920420493 -0.0023008216288872064 0.0028733647109388753 -0.0063565440225863343 9.6103727985294277e-05 0.0029309519249099223 -0.0013357652793376802 0.0053875670667089849
leaf_weight=27 23 27 21 20 34 21 20 1469 23 29 28 29 25 30 23 25 24 23 20 92 541 34 36 24 27 27 265 22 89 23
leaf_count=27 23 27 21 20 34 21 20 1469 23 29 28 29 25 30 23 25 24 23 20 92 541 34 36 24 27 27 265 22 89 23
internal_value=0 -1.28963e-05 9.37245e-07 -1.09933e-05 -3.11568e-05 0.000975694 -0.000746499 1.96588e-06 0.00096694 0.00244782 -2.68894e-05 0.000112308 -0.000201432 6.09456e-05 0.00011091 4.41468e-05 0.00223313 -0.00013911 -0.000194569 0.00107407 -0.000322461 -0.000395829 -0.000857321 -0.00281313 -0.000847846 -0.00222418 -0.000210144 0.000201331 8.08977e-05 0.000518686
internal_weight=0 3094 3067 3046 2985 61 41 2962 86 52 2876 1600 1276 1571 1541 1494 47 1248 1223 112 1111 1088 547 136 100 73 411 46 377 288
internal_count=3121 3094 3067 3046 2985 61 41 2962 86 52 2876 1600 1276 1571 1541 1494 47 1248 1223 112 1111 1088 547 136 100 73 411 46 377 288
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=31
num_cat=0
split_feature=131 400 400 133 1213 403 402 402 2 403 403 2 403 403 1201 1210 403 3 1209 1210 1210 2 1203 403 133 52 133 402 160 160
split_gain=0.00585436 0.0108271 0.0106717 0.0109639 0.00796336 0.0277419 0.0147854 0.0124991 0.0741681 0.0141838 0.0118666 0.0342729 0.011063 0.0139663 0.01298 0.0134905 0.0189853 0.0439866 0.0153095 0.0144713 0.0117082 0.024121 0.0168999 0.0153603 0.0378591 0.0373439 0.0123503 0.0255033 0.00980778 0.0453268
threshold=0.13857500000000003 0.23559000000000002 -0.26025499999999996 -0.5336749999999999 -0.091914999999999983 -0.070544999999999983 0.2506000000000001 0.11320500000000001 0.084855000000000014 -0.55157999999999985 0.104315 0.090050000000000005 0.099885000000000015 0.095105000000000009 -0.065709999999999977 -0.08453999999999999 -0.52917499999999984 -0.080934999999999993 0.087485000000000021 -0.080859999999999974 -0.0091799999999999989 0.084885000000000002 0.089165000000000008 -0.23730999999999999 0.31326500000000007 0.10160000000000001 0.51314000000000015 -0.018864999999999996 -0.089974999999999986 -0.088854999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 9 -9 -6 12 -12 13 14 -11 18 17 -17 -16 -18 21 -21 23 24 -22 -26 27 -25 -29 -30
right_child=-2 -3 3 4 6 -7 -8 8 -10 10 11 -13 -14 -15 15 16 19 -19 -20 20 22 -23 -24 26 25 -27 -28 28 29 -31
leaf_value=0.0020967964946369952 -0.0015895326591461251 0.0022747190028894692 -0.0017081498384389927 0.0036718289058906245 -0.0019890292604277668 0.00012455048577474624 -0.0025102873740252109 0.0059512545885462764 -0.00226854644715786 0.002020097616283844 -0.00092753072686750323 0.0040724840364418924 -0.0021004734144438632 0.0025410287436984837 -0.0036743459757417442 0.0054821119626285511 0.0025373316070597088 -0.00086777460237499329 -9.005489006925089e-05 -0.0037015072104555589 -0.0049862280339849274 0.00027661106416157315 0.0023783901924616657 0.0027428340378471399 0.001830333806070927 -0.0033008867280011111 -0.0019370308323927662 0.00036735602120830193 -0.0048941419017501176 -0.00010711439721303772
leaf_weight=24 23 21 38 26 37 145 24 21 23 30 29 26 26 21 22 20 21 24 26 27 22 35 28 33 37 23 34 438 20 1797
leaf_count=24 23 21 38 26 37 145 24 21 23 30 29 26 26 21 22 20 21 24 26 27 22 35 28 33 37 23 34 438 20 1797
internal_value=0 1.18009e-05 -3.64311e-06 -2.01549e-05 1.11997e-06 0.000663903 -3.87309e-05 -1.76964e-05 0.00165454 -4.42016e-05 -1.79297e-05 0.00143611 -4.77256e-05 -2.76461e-05 -4.8102e-05 -7.19018e-05 -4.07467e-05 0.00201854 -0.00173285 -7.67739e-05 -9.87853e-05 -0.0014558 -6.41904e-05 -9.26398e-05 -0.00143774 -0.000136634 -4.51382e-05 -1.70245e-05 -5.74126e-05 -0.000159806
internal_weight=0 3098 3077 3053 3015 171 2844 2820 44 2776 2739 55 2684 2658 2637 2607 2559 44 48 2515 2494 62 2432 2404 82 60 2322 2288 2255 1817
internal_count=3121 3098 3077 3053 3015 171 2844 2820 44 2776 2739 55 2684 2658 2637 2607 2559 44 48 2515 2494 62 2432 2404 82 60 2322 2288 2255 1817
is_linear=0
shrinkage=0.1


Tree=903
num_leaves=31
num_cat=0
split_feature=375 38 367 12 10 1 159 39 39 47 3 106 33 1 1 8 9 12 52 12 390 394 1186 4 130 4 1185 129 2 43
split_gain=0.00560174 0.00828905 0.00698176 0.0130653 0.0172103 0.019151 0.0151443 0.00829437 0.0287406 0.0109557 0.00923008 0.00829154 0.0145432 0.011638 0.0200285 0.0145143 0.0226984 0.0126329 0.0437987 0.0218307 0.00965047 0.0133891 0.0419545 0.0244038 0.0389432 0.0279157 0.0222772 0.0130055 0.0538075 0.0316636
threshold=0.089550000000000018 0.10657000000000001 -0.0098099999999999975 0.23631000000000002 -0.15926999999999997 0.14860500000000001 0.082585000000000006 0.11048500000000001 0.10484500000000001 0.13975500000000002 -0.0069549999999999994 0.088100000000000012 0.085305000000000006 0.14000500000000002 0.13686500000000004 0.084655000000000022 0.082870000000000013 -0.094384999999999983 -0.021869999999999997 -0.090609999999999982 0.087590000000000015 -0.084829999999999989 0.068350000000000008 -0.084369999999999987 -0.0089599999999999975 -0.081224999999999978 -0.091084999999999985 0.085395000000000013 0.08542000000000001 -0.52440999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 -4 8 9 11 -9 12 13 14 15 16 17 18 -6 -19 21 23 26 24 -21 -25 -23 29 -29 -28
right_child=-2 -3 3 -5 5 -7 -8 10 -10 -11 -12 -13 -14 -15 -16 -17 -18 19 -20 20 -22 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.0014888683191290307 -0.0016682087688241155 0.0017887824349320279 0.0032609698595479132 -0.0025051721793022896 0.0051089752509835221 -0.0022348500465830929 -0.00024040973013533015 0.0029449994070455433 -0.0037099795593392285 0.0022786876774348675 -9.3105380074121058e-05 0.001965932344250004 -0.0024796521873213353 0.0023377880642545365 -0.0031783401416032573 -0.0021540202410711396 0.0028048180316671218 -0.0028693104309409304 -0.00055556173349778431 -0.0020246958513744175 0.0014745489055247502 -0.0028839236263323714 0.0044614560678989312 -0.0055227931682020432 0.00389551711967215 -0.00092761198548265756 -0.0040176465292461215 0.0044056688791469616 -9.2794544652264688e-05 -2.1057772828110289e-05
leaf_weight=31 20 26 30 21 21 39 21 20 21 21 20 21 24 21 20 31 29 27 39 25 43 27 21 20 20 39 20 34 122 2247
leaf_count=31 20 26 30 21 21 39 21 20 21 21 20 21 24 21 20 31 29 27 39 25 43 27 21 20 20 39 20 34 122 2247
internal_value=0 1.07592e-05 -4.27451e-06 -1.94806e-05 -2.21318e-06 -3.34694e-05 0.00181923 -4.19767e-06 -2.39715e-05 2.98047e-06 0.00142595 -1.3782e-05 -2.84725e-05 -7.50729e-06 -2.51917e-05 -2.38416e-06 2.20126e-05 -7.82155e-06 0.00142703 -4.03701e-05 -1.11946e-05 -3.60051e-05 1.07757e-05 -0.0011475 0.00060651 -0.0024853 -2.7373e-05 4.45814e-06 0.00088764 -5.63166e-05
internal_weight=0 3101 3075 3044 3023 2972 51 2933 2893 2872 40 2851 2830 2806 2785 2765 2734 2705 60 2645 2618 2575 2471 104 45 59 2450 2423 156 2267
internal_count=3121 3101 3075 3044 3023 2972 51 2933 2893 2872 40 2851 2830 2806 2785 2765 2734 2705 60 2645 2618 2575 2471 104 45 59 2450 2423 156 2267
is_linear=0
shrinkage=0.1


Tree=904
num_leaves=31
num_cat=0
split_feature=3 11 104 33 120 12 15 40 48 124 1 4 31 34 12 49 124 12 43 43 43 133 43 1208 43 4 3 2 52 3
split_gain=0.00594294 0.011367 0.00800772 0.00669658 0.00894292 0.0144612 0.00861525 0.0122713 0.0413523 0.00945278 0.0478223 0.0256921 0.0152519 0.0138831 0.0141766 0.00996814 0.00935073 0.0190751 0.00955897 0.0273994 0.0636737 0.0417191 0.0358442 0.0487213 0.0414586 0.0249153 0.0231695 0.0231239 0.0266871 0.0323363
threshold=0.63141500000000017 -0.072629999999999986 0.079665000000000014 -0.044254999999999996 0.09852000000000001 0.22926500000000002 0.23208000000000004 -0.085774999999999976 0.084855000000000014 -0.087104999999999988 0.10389500000000002 0.00063500000000000004 -0.08076499999999999 -1.0000000180025095e-35 -0.097494999999999984 -0.18481499999999998 -0.081324999999999981 -0.087484999999999993 -0.072534999999999988 -0.036954999999999995 -0.023869999999999995 0.11224500000000003 -0.040344999999999992 0.10233500000000001 -0.050459999999999998 -0.52556499999999995 -0.049509999999999992 0.10060500000000001 0.51358000000000004 -0.07359499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 -5 10 11 -9 -11 -14 -15 -16 -17 -18 26 22 21 -21 23 24 27 -22 -19 28 29 -20
right_child=-2 2 -4 4 -6 -7 -8 9 -10 12 -12 -13 13 14 15 16 17 18 19 20 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023881964516476728 -0.0016015136776411016 0.0018348748609423639 -0.0017859851059038191 0.00059327805112745311 -0.0020574467079270456 0.0025678119093010374 0.0019225000797355872 0.001493342976900749 -0.0048814613038468289 -0.0024790015649050479 0.0041822767451715967 -0.003514686296693981 0.0023019835558863214 -0.0019127247147620299 -0.0019046298874956038 0.0014399601693224648 -0.0027473154165782035 0.00017562254736915275 -0.0009018322684430281 0.00051908997508386774 0.0032449897421015939 0.0059814538469473866 -0.005181542169302702 0.0037009007667868654 -0.0043766160309314725 -0.00014787202799354442 0.0026928836896427371 0.0015771638117975705 0.0018510778138244696 -0.005179653422965203
leaf_weight=20 23 20 25 37 21 22 23 20 22 25 30 21 26 39 27 46 25 968 67 27 22 29 20 22 35 1337 38 38 22 24
leaf_count=20 23 20 25 37 21 22 23 20 22 25 30 21 26 39 27 46 25 968 67 27 22 29 20 22 35 1337 38 38 22 24
internal_value=0 1.18899e-05 -3.55073e-06 1.1045e-05 -9.81539e-07 1.33564e-05 -5.43896e-06 -2.03842e-05 -0.00144815 8.58352e-06 0.00114826 -0.00107175 -1.99386e-05 1.9236e-06 -1.95414e-05 7.33668e-06 2.63158e-05 1.99727e-06 2.7944e-05 -0.000120699 4.32244e-05 0.00334781 -0.00113803 -0.000749232 -0.00127559 -9.29471e-05 0.000270708 -0.000556811 -0.00127443 -0.00203005
internal_weight=0 3098 3078 3053 3033 3012 2990 2967 59 2908 71 41 2837 2812 2786 2747 2720 2674 2649 1643 1415 56 228 208 186 1359 1006 151 113 91
internal_count=3121 3098 3078 3053 3033 3012 2990 2967 59 2908 71 41 2837 2812 2786 2747 2720 2674 2649 1643 1415 56 228 208 186 1359 1006 151 113 91
is_linear=0
shrinkage=0.1


Tree=905
num_leaves=31
num_cat=0
split_feature=1456 133 481 1456 2 3 1212 1212 403 1211 1211 15 402 402 402 1212 402 52 4 2 2 402 403 42 1212 1213 13 0 4 400
split_gain=0.00568055 0.0405682 0.0442798 0.0199356 0.0123158 0.0135129 0.0112663 0.0273848 0.0308843 0.0221356 0.0248428 0.0244339 0.0224253 0.0191729 0.0160914 0.0179287 0.0159467 0.0455921 0.0270725 0.0310249 0.0215864 0.0174848 0.0292491 0.0150676 0.0141558 0.0121997 0.0343405 0.0494832 0.028753 0.0105564
threshold=0.088910000000000017 0.11524500000000001 -0.081834999999999977 0.095770000000000008 0.090310000000000015 -0.076969999999999997 0.10761500000000002 0.12799000000000002 -0.070544999999999983 0.09030500000000001 0.085965000000000014 0.088655000000000025 0.2506000000000001 0.13685500000000003 0.11844500000000001 -0.35092999999999996 0.095250000000000015 0.085815000000000016 -0.085594999999999991 0.084855000000000014 0.096015000000000017 0.087360000000000007 -0.08670499999999999 -0.008624999999999999 0.13795000000000002 0.060985000000000004 -0.012549999999999997 -0.086729999999999988 -0.084369999999999987 -0.077959999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -5 -6 9 8 -8 10 12 -11 13 14 16 -16 21 18 -18 -20 -21 25 -23 -24 -9 29 27 -27 -28 -1
right_child=1 -3 3 4 5 -7 7 24 -10 11 -12 -13 -14 -15 15 -17 17 -19 19 20 -22 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=0.0013266683028185773 0.0042732833596389923 -0.0045628542080521587 -0.0036097194673493506 -0.0020009865952571007 0.0023460978615158067 -0.00099261953199112967 0.0004504041724700343 -0.0024498984323475851 0.0054370462206070839 -0.0036184933492248612 0.0033050090752784972 0.0004285749639026248 -0.0029181705043391467 0.0030425426816301691 0.00018594897584989667 -0.003997563877852545 -0.0030264721283773809 0.0044685587737589112 0.0040008713167322719 -0.0024827220321167261 0.0018662738857702131 -0.0045885299840434032 0.0013257079092519625 -0.0021714576731689953 0.00078722956690139016 0.0067331540664391856 0.0014971563803938856 0.00014857112430036071 -0.0025712427712278442 -5.0682133095226951e-05
leaf_weight=57 21 22 20 22 27 22 27 22 23 35 23 26 26 21 20 21 22 31 23 25 21 22 28 22 35 21 38 25 32 2341
leaf_count=57 21 22 20 22 27 22 27 22 23 35 23 26 26 21 20 21 22 31 23 25 21 22 28 22 35 21 38 25 32 2341
internal_value=0 -0.000636962 0.000134195 -0.000820979 -3.54182e-05 0.000847082 2.85748e-05 0.00103615 0.00274426 -8.85949e-06 3.19223e-05 -0.00189351 4.99777e-06 3.24355e-05 9.44082e-06 -0.00195683 3.92107e-05 0.00115645 2.81468e-05 0.00100208 -0.000497311 -1.34973e-05 -0.00155 -0.000213045 -0.000462188 3.05075e-05 0.00103209 0.00315458 -0.000362683 -1.79428e-05
internal_weight=0 134 112 91 71 49 2987 107 50 2880 2819 61 2796 2770 2749 41 2708 122 91 69 46 2586 72 50 57 2514 116 46 70 2398
internal_count=3121 134 112 91 71 49 2987 107 50 2880 2819 61 2796 2770 2749 41 2708 122 91 69 46 2586 72 50 57 2514 116 46 70 2398
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=31
num_cat=0
split_feature=402 403 484 159 12 160 403 403 1 402 43 43 1209 12 401 52 52 403 133 13 403 130 43 16 0 42 16 400 52 16
split_gain=0.00686725 0.00846804 0.033191 0.0733068 0.0794051 0.0328987 0.0334488 0.0430665 0.0378462 0.0619141 0.0349656 0.0546572 0.0290635 0.024348 0.0255477 0.0487817 0.0451553 0.023602 0.0620762 0.021299 0.0282612 0.0193647 0.0296829 0.0210959 0.0218074 0.0186736 0.0175374 0.0163974 0.015927 0.0259159
threshold=0.27918000000000004 -0.015394999999999997 -0.081614999999999979 -0.024209999999999999 0.090020000000000017 -0.15400999999999995 -0.074254999999999988 -0.079704999999999984 0.091095000000000023 -0.048204999999999991 1.0000000180025095e-35 -0.022084999999999997 -0.084629999999999997 0.083875000000000019 -0.078179999999999986 0.10611000000000001 0.092650000000000024 -1.0000000180025095e-35 -0.014339999999999997 -0.084419999999999981 -0.10197999999999999 0.086345000000000019 -0.091784999999999992 -0.077589999999999978 -0.082619999999999985 0.10256000000000001 -0.079734999999999986 -0.064794999999999978 0.087435000000000013 -0.08595499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 7 8 12 -10 11 -8 -7 -14 -15 16 19 18 -3 20 -16 23 -23 26 -25 -12 28 -19 29 -21
right_child=-2 17 3 5 -6 6 10 -9 9 -11 25 -13 13 14 15 -17 -18 27 -20 21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0034712573091383093 0.0015056829750149823 -0.00032891708497817702 0.0084295602911151953 -0.0036747862848763666 -0.00048139587044715882 0.0038115653408957381 -0.00095803237553419819 0.0043771595651791858 0.00056311271541441483 -0.0060375824562032467 0.0020920775793704461 -0.0077069357558641402 0.0026763312504044737 0.0032227513194084166 -0.0052441514108795681 -0.0048999949257805663 0.0044689899083459753 0.0021712817266649966 0.006414752258431345 -0.00064158615908430268 7.1979130152612927e-05 0.00048126393509016416 -0.0047187630929762412 0.0046673997133621012 0.00034396707945104159 -0.0021298669278621675 -0.002738889435810658 -9.4492834750350347e-06 -0.0014321349388721014 0.0027598260644091563
leaf_weight=32 30 39 20 30 20 21 28 22 30 27 22 21 31 20 20 23 20 35 21 48 20 23 21 20 28 20 24 2322 41 42
leaf_count=32 30 39 20 30 20 21 28 22 30 27 22 21 31 20 20 23 20 35 21 48 20 23 21 20 28 20 24 2322 41 42
internal_value=0 -1.46135e-05 -0.000328051 -0.00017138 0.00397408 -0.000446826 -0.000277527 5.50865e-05 -0.000152072 -0.00256353 -0.00203563 -0.00385042 0.000189852 -9.77018e-06 -0.000247682 -0.000458011 -0.000125224 7.27909e-05 0.00203137 -0.000445379 -0.00258609 -9.87053e-05 -0.00200057 0.000313521 0.0021454 8.16278e-05 -0.00025377 2.29332e-05 0.000201519 0.00094574
internal_weight=0 3091 674 642 40 602 572 481 459 57 91 49 402 381 350 330 307 2417 60 287 40 247 44 203 48 42 155 2357 131 90
internal_count=3121 3091 674 642 40 602 572 481 459 57 91 49 402 381 350 330 307 2417 60 287 40 247 44 203 48 42 155 2357 131 90
is_linear=0
shrinkage=0.1


Tree=907
num_leaves=31
num_cat=0
split_feature=3 1 40 42 12 3 46 43 132 131 403 403 42 2 1210 42 1210 42 2 43 2 42 13 403 151 4 42 0 0 403
split_gain=0.00583834 0.0102355 0.0185917 0.027965 0.0140931 0.0311579 0.020443 0.0107886 0.0145529 0.00945277 0.00882306 0.0369908 0.0311017 0.034052 0.0125073 0.0097949 0.0339864 0.0375868 0.0479565 0.0354256 0.0571593 0.0519945 0.0626341 0.0218464 0.0210231 0.0210612 0.0402683 0.0322104 0.0479597 0.0390546
threshold=0.63141500000000017 0.16540500000000002 -0.24452499999999996 0.15665000000000004 0.12757000000000002 -0.055119999999999995 -0.043074999999999995 0.51852500000000012 -0.43443999999999999 0.13707500000000003 -0.53960999999999981 -0.53101999999999994 0.088670000000000013 0.089320000000000024 -0.15347999999999998 0.087825000000000014 -0.05860499999999999 0.088295000000000012 0.08622500000000001 -0.096754999999999994 0.090935000000000016 0.089015000000000025 -0.082759999999999986 -0.44023999999999991 -0.086379999999999985 0.058735000000000009 0.091625000000000012 -0.084044999999999995 -0.082284999999999983 -0.082599999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 8 -8 10 12 -12 -10 -14 -13 -16 -17 18 -18 20 -19 22 -21 -23 -25 27 -27 -26 -29 -30
right_child=-2 -3 3 -5 5 -7 7 -9 9 -11 11 14 13 -15 15 16 17 19 -20 21 -22 23 -24 24 25 26 -28 28 29 -31
leaf_value=-0.002968128633108877 -0.0015873571574364022 0.0022667125394218602 0.0029244896628370046 0.0032215539262526564 -0.0047418908914551141 0.0002601854971902812 -0.0027110954234376549 0.002151456999126822 -0.0019111621403135361 0.0018241701963623719 -0.0038060468845427611 0.0020493480645858778 0.0042982319674432379 -0.00082334009597876247 -0.00016236715530483376 0.0036120202332124889 0.0065829377330373978 -0.00059059130626597581 -0.00018290787464304067 -0.0063774799377103496 0.0053059927253578344 -0.0030244222627674312 0.00061038094876415057 -0.0026140157931001376 0.0022176060548493599 -0.0043430889025330545 -4.0124819869581701e-05 -0.0029780577949443184 0.0046507910274985161 0.00026856111279809086
leaf_weight=21 23 20 24 27 20 33 20 23 25 28 26 29 34 21 1919 29 20 35 22 29 31 23 23 27 96 26 133 43 22 269
leaf_count=21 23 20 24 27 20 33 20 23 25 28 26 29 34 21 1919 29 20 35 22 29 31 23 23 27 96 26 133 43 22 269
internal_value=0 1.17848e-05 -2.86714e-06 1.75027e-05 -1.10483e-05 -0.00162739 1.77277e-05 -5.8965e-06 -2.28314e-05 -4.35531e-06 -2.21203e-05 -5.1685e-05 0.00101338 0.00234272 -1.65217e-05 -3.8331e-05 0.000249139 0.000127082 0.00303892 -3.4473e-05 0.00217902 -0.000245892 -0.0032867 1.56023e-06 0.000114543 0.000239622 -0.000743754 0.000603242 0.000139233 0.000599864
internal_weight=0 3098 3078 3057 3030 53 2977 2953 2930 2910 2882 2802 80 55 2776 2747 828 799 42 757 66 691 52 639 616 589 159 430 334 291
internal_count=3121 3098 3078 3057 3030 53 2977 2953 2930 2910 2882 2802 80 55 2776 2747 828 799 42 757 66 691 52 639 616 589 159 430 334 291
is_linear=0
shrinkage=0.1


Tree=908
num_leaves=31
num_cat=0
split_feature=1451 1451 1420 1452 16 15 155 1425 1427 157 1446 50 42 159 474 155 1429 1429 12 1456 484 12 1456 1456 2 157 49 1372 1 52
split_gain=0.00623624 0.0146565 0.00733301 0.00901677 0.00955545 0.0388525 0.0159933 0.0102664 0.00745471 0.0294812 0.0192226 0.0147398 0.0712024 0.0222731 0.0164884 0.0130622 0.0137649 0.0358149 0.0278798 0.0140553 0.0373076 0.0792612 0.0128642 0.0131303 0.0175283 0.0151229 0.055297 0.0411353 0.0184161 0.012951
threshold=0.089825000000000002 0.081365000000000007 0.056520000000000008 -0.079694999999999988 0.6352000000000001 -0.067579999999999987 0.13782500000000003 0.089980000000000018 0.088585000000000011 -0.077809999999999976 0.11655500000000001 -0.099524999999999988 0.094525000000000012 0.084250000000000005 -0.098344999999999974 0.11562500000000002 -1.0000000180025095e-35 -0.078659999999999994 0.085495000000000015 0.088910000000000017 -0.081614999999999979 0.085785000000000014 0.086985000000000021 0.083690000000000014 0.086100000000000024 -0.087424999999999989 0.0093850000000000027 -0.087494999999999976 0.091785000000000019 -0.0092699999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 8 10 -10 11 12 13 -5 -13 16 17 18 -16 22 -21 -22 23 25 -25 26 28 -27 29 -18
right_child=-2 -3 -4 4 5 -7 -8 -9 9 -11 -12 14 -14 -15 15 -17 19 -19 -20 20 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0021329958364367484 0.0013674023388320525 -0.0025864970214156944 -0.0018584135387625014 0.0011343363377818605 -0.0019639185583218933 0.0038068831698702915 -0.0025908958477278551 0.0020188904106616975 0.0035219946833051465 -0.00099785186410430949 -0.0024761223023233472 -0.0023422452816439254 0.0063127109647861546 -0.0029990001115947963 0.0019984273767719666 -0.0025073415738353063 0.0036551302089355888 0.0049565990077098838 -0.0026292020667587289 -0.0036210317817963905 0.0048740660454231234 -0.0037149513339889903 0.0023542246801535722 -0.0036476112401072425 0.00025649186452779838 0.0045750407359446401 -0.0043896119389683005 2.0802004128567861e-05 -0.001801237416276265 5.6383929913863542e-05
leaf_weight=20 33 22 21 32 20 28 24 25 27 31 32 31 21 22 30 21 20 20 23 38 22 21 23 23 23 20 35 2372 21 20
leaf_count=20 33 22 21 32 20 28 24 25 27 31 32 31 21 22 30 21 20 20 23 38 22 21 23 23 23 20 35 2372 21 20
internal_value=0 -1.46128e-05 3.84171e-06 1.66849e-05 2.69271e-06 0.00140238 -1.98753e-05 1.02018e-06 -1.62089e-05 0.00110621 -3.8892e-05 -1.14109e-05 0.00137184 -0.000549616 -4.89583e-05 -2.29364e-05 -3.69167e-06 0.00135087 -9.78917e-06 -4.11756e-05 -0.00133807 0.00067943 -9.28941e-08 -2.1462e-05 -0.00169556 9.48997e-06 -0.00122117 5.88809e-05 0.000596792 0.00185576
internal_weight=0 3088 3066 3045 3025 48 2977 2953 2928 58 2870 2838 75 54 2763 2732 2711 73 53 2638 81 43 2557 2534 46 2488 96 2392 61 40
internal_count=3121 3088 3066 3045 3025 48 2977 2953 2928 58 2870 2838 75 54 2763 2732 2711 73 53 2638 81 43 2557 2534 46 2488 96 2392 61 40
is_linear=0
shrinkage=0.1


Tree=909
num_leaves=31
num_cat=0
split_feature=473 156 155 156 156 475 475 474 156 157 1429 15 4 157 1372 157 12 157 42 150 1446 49 0 157 12 16 16 0 15 0
split_gain=0.00604124 0.00785017 0.0117644 0.0126654 0.0141072 0.00904221 0.0177498 0.00914937 0.0120816 0.00837925 0.0444113 0.0345324 0.034794 0.0292792 0.0156811 0.0299458 0.026514 0.0249368 0.0209616 0.0190099 0.0139832 0.0139229 0.02983 0.0371319 0.0286411 0.0450525 0.0581326 0.0402762 0.0298179 0.0470586
threshold=-0.07576999999999999 0.15173500000000004 0.12509500000000004 0.11969000000000002 0.11659000000000001 0.058495000000000012 0.10142500000000002 -0.094124999999999986 -0.090889999999999985 -0.087424999999999989 0.057970000000000008 -0.087679999999999994 -0.013514999999999998 -0.086649999999999991 -0.065504999999999994 -0.082294999999999993 0.083985000000000018 -0.081889999999999991 0.085345000000000018 0.12965000000000002 0.11787500000000002 -0.0083799999999999986 -0.23051499999999997 0.078875000000000015 0.084405000000000022 -0.08231999999999999 -0.011989999999999999 -0.11013499999999998 -0.096999999999999989 -0.14832499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -9 10 11 -10 -13 -11 -15 16 -16 -17 -18 20 21 22 -19 24 28 27 -27 -26 -24 -30
right_child=1 -3 -4 -5 -6 6 -8 8 9 13 -12 12 -14 14 15 17 18 19 -20 -21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.0016147042533544743 -0.0020240428242528732 -0.0015701405121944846 0.0018013626091285713 -0.0019959979499617475 0.0025868108318675134 0.0032885070308111609 -0.00041756882897711227 0.0018250207896926441 0.0036703840363770724 0.0038009361777221785 -0.0043265200698182791 0.001433214417408669 -0.0037440690062940127 -0.0021422915426748141 -0.00060666635446250444 -0.0034987367545476276 0.0055739460229549719 -0.0031750227682428751 0.0013045794211591231 0.0024638231936842205 0.0024423798276323148 1.4703398450946999e-05 -0.0019169434288365617 -0.0045344060771458318 -0.0017792526550086526 -0.0068957528575662192 -0.0011140700156172087 0.0037588090333758439 0.005045519107968883 0.0004985912614261154
leaf_weight=23 23 32 36 32 21 24 28 35 22 20 28 27 25 35 25 21 23 41 23 30 22 2138 37 20 24 22 83 29 27 145
leaf_count=23 23 32 36 32 21 24 28 35 22 20 28 27 25 35 25 21 23 41 23 30 22 2138 37 20 24 22 83 29 27 145
internal_value=0 -1.19878e-05 4.27472e-06 -1.70768e-05 4.04575e-06 -1.41733e-05 0.00129293 -3.74106e-05 -2.16654e-05 -4.42096e-05 -0.000934304 0.000349237 -0.00105586 -1.13742e-05 -3.91506e-05 -1.19883e-05 0.00201464 -6.6513e-05 0.00343926 -3.89818e-05 -6.79942e-05 -8.95173e-05 -0.000610134 -0.000338401 -0.000109736 -0.00112577 -0.00232547 0.00125101 0.000658363 0.00121235
internal_weight=0 3098 3066 3030 2998 2977 52 2925 2902 2867 102 74 52 2765 2745 2710 71 2639 46 2618 2588 2566 428 387 367 158 105 53 209 172
internal_count=3121 3098 3066 3030 2998 2977 52 2925 2902 2867 102 74 52 2765 2745 2710 71 2639 46 2618 2588 2566 428 387 367 158 105 53 209 172
is_linear=0
shrinkage=0.1


Tree=910
num_leaves=31
num_cat=0
split_feature=15 15 130 40 42 2 2 0 16 0 1426 15 15 1210 15 43 131 4 2 403 160 13 3 0 403 160 3 1 158 1375
split_gain=0.00557246 0.0159303 0.0118486 0.0212093 0.0109788 0.0195637 0.018064 0.039667 0.0210277 0.0192937 0.00817093 0.0086457 0.07027 0.0591996 0.0539237 0.0465901 0.0440626 0.0269193 0.0174151 0.026271 0.0239529 0.0293388 0.0249954 0.0188404 0.0179764 0.0134024 0.03678 0.0322631 0.0323508 0.0204795
threshold=0.11728000000000001 0.11461000000000002 -0.22461999999999996 -0.15892999999999999 0.09796500000000001 0.12595500000000001 0.10327000000000001 -0.081894999999999982 0.058835000000000005 -0.068604999999999985 -0.089244999999999977 0.091650000000000023 0.091295000000000015 -0.26954499999999992 0.092715000000000006 -0.0082299999999999995 0.080385000000000012 -0.055319999999999994 0.097605000000000011 -1.0000000180025095e-35 0.0030550000000000004 -0.082199999999999981 -0.081459999999999991 -0.070499999999999993 -0.082384999999999986 0.11055500000000001 0.088060000000000013 0.086255000000000012 0.084765000000000021 0.10659
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 -2 -9 -8 -5 12 13 -12 15 -13 17 18 19 23 21 -21 -23 24 -16 29 27 28 -27 -15
right_child=4 -3 3 10 5 -7 9 8 -10 -11 11 14 -14 25 16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0020557332867091253 0.0043509651238665637 -0.0023246948545177777 0.0032564941141754386 0.001788678826764226 0.0037109590386255431 1.7973677313420921e-05 -0.0039216752443462606 -0.0024034403103949699 0.0018113889807136732 0.00047078108269488445 0.0050141395413843192 0.0069794152651659466 -0.0055885730149305389 -5.7952712602422488e-05 0.0042046924870785167 0.00031065591378137474 -0.0038066697265354121 0.0037229351659665228 0.0025662866809094947 -0.0051514792494582141 0.0016606566230101243 0.001724794994912703 -0.0025536077536849515 -0.0015118608553893863 0.00053952091911924072 4.1912681682823377e-05 -0.0049171707703776308 0.002969962714806847 -0.004532604831778868 0.0031554766092449431
leaf_weight=28 23 30 20 25 26 32 20 29 20 20 23 22 23 2371 23 20 28 22 24 23 21 22 36 20 32 52 21 23 22 20
leaf_count=28 23 30 20 25 26 32 20 29 20 20 23 22 23 2371 23 20 28 22 24 23 21 22 36 20 32 52 21 23 22 20
internal_value=0 -3.20713e-05 -8.52502e-06 1.1289e-05 0.00055672 0.00167345 -2.15864e-05 0.000925003 -0.000683102 -0.00172545 -1.13021e-05 -2.71025e-05 -8.61047e-05 -3.61218e-05 0.000487405 0.00380382 -6.7532e-05 0.000401956 3.84659e-05 -0.00030429 -0.00134897 -0.00212924 -0.000930765 0.00111647 0.00207223 -8.24176e-05 -0.00112279 -0.000301327 -0.00131808 -3.10733e-05
internal_weight=0 2951 2921 2893 170 58 112 72 49 40 2873 2848 2555 2532 293 42 251 223 201 177 102 81 58 75 55 2509 118 97 74 2391
internal_count=3121 2951 2921 2893 170 58 112 72 49 40 2873 2848 2555 2532 293 42 251 223 201 177 102 81 58 75 55 2509 118 97 74 2391
is_linear=0
shrinkage=0.1


Tree=911
num_leaves=31
num_cat=0
split_feature=0 2 160 51 457 0 150 47 453 457 12 12 12 403 0 399 394 11 14 14 483 1453 13 0 3 403 12 403 48 1455
split_gain=0.00558315 0.046732 0.0528368 0.0253653 0.0180331 0.015959 0.0355525 0.0282682 0.0102385 0.0185723 0.0106949 0.0492313 0.0360788 0.0339193 0.0505161 0.0302383 0.0246603 0.0277528 0.0385482 0.0288006 0.0273405 0.0535846 0.0278925 0.0278666 0.0896971 0.023385 0.0258026 0.0227317 0.0205816 0.0205089
threshold=-0.15599999999999997 0.086100000000000024 0.10830500000000001 0.087505000000000013 -0.0029299999999999994 -0.26609999999999995 0.095565000000000011 0.084210000000000021 0.084790000000000018 -0.089059999999999986 0.091715000000000005 0.09202500000000001 0.091545000000000015 -0.5335399999999999 -0.086409999999999987 0.09141500000000001 0.090335000000000013 0.085875000000000021 0.078400000000000011 1.0000000180025095e-35 -0.070084999999999981 -0.07303999999999998 -0.080519999999999994 -0.14116499999999996 -0.023499999999999997 -0.15498499999999996 0.087445000000000009 -0.13252999999999998 -0.032929999999999994 -0.079434999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -7 10 -10 12 -12 13 14 -2 16 17 18 19 20 22 -22 -15 24 -23 26 -25 -27 -13 -30
right_child=8 2 -4 -5 5 6 -8 -9 9 -11 11 28 -14 15 -16 -17 -18 -19 -20 -21 21 23 -24 25 -26 27 -28 -29 29 -31
leaf_value=0.0037840082038504384 -0.00091011315234936776 -0.0027169563172554428 -0.005006173588917591 0.0033679327702266166 -0.0020796530144500803 -0.0012016425832922831 0.0045700458809733394 0.0026847226648694942 -0.00082019202943359095 0.0031449750100296958 0.0041266090822436163 -0.0023766634082703882 -0.0044276639271993191 0.00058659195265260667 0.0061122297062649435 -0.0028421126008250342 0.0030948868993183843 -0.003578111548752835 0.0032843641845829554 -0.0038994303976886886 -0.0048642889037728313 -0.0076214664360685722 0.0048017009440809487 -0.0036483633096060274 0.0001010256643705773 0.003177603850649162 0.00017382495958978932 -6.2498811520521637e-05 -0.0026593529246747498 0.00024482321210665979
leaf_weight=36 20 22 20 25 22 61 21 27 21 27 31 33 20 73 21 43 23 24 32 21 25 21 20 38 53 22 33 1372 25 889
leaf_count=36 20 22 20 25 22 61 21 27 21 27 31 33 20 73 21 43 23 24 32 21 25 21 20 38 53 22 33 1372 25 889
internal_value=0 0.000469795 -0.000132789 0.000414782 -6.7759e-05 0.000377144 0.000873012 -9.23506e-06 -3.80783e-05 0.00141021 -6.25651e-05 0.000205173 -0.000203268 -0.000157375 0.0026867 -0.000222157 -0.000158037 -0.000201185 -0.000153789 -0.000219356 -0.000172716 -0.000271769 0.00149307 -0.000197166 -0.00209049 -0.000101531 -0.00187185 -1.13638e-05 7.68048e-05 0.000165387
internal_weight=0 234 198 178 153 131 109 88 2887 48 2839 978 1861 1841 41 1800 1757 1734 1710 1678 1657 1564 93 1539 74 1465 71 1394 947 914
internal_count=3121 234 198 178 153 131 109 88 2887 48 2839 978 1861 1841 41 1800 1757 1734 1710 1678 1657 1564 93 1539 74 1465 71 1394 947 914
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=31
num_cat=0
split_feature=0 15 49 46 447 447 1348 1375 1374 1371 8 9 133 474 474 150 49 1447 402 156 52 376 9 43 1429 43 52 133 2 2
split_gain=0.00569857 0.0527271 0.00664581 0.0087319 0.0156598 0.00761363 0.0160868 0.0141934 0.0205322 0.0101419 0.00919485 0.0125269 0.0103488 0.0494862 0.0830856 0.0308491 0.0394569 0.0288647 0.0471604 0.0216165 0.0214863 0.019155 0.0267003 0.0248208 0.0223522 0.0811085 0.0718555 0.0319203 0.0483963 0.0316544
threshold=-0.24955499999999997 -0.055554999999999993 0.42011000000000004 -0.043074999999999995 0.092655000000000015 0.085205000000000017 0.085630000000000012 -0.24467499999999998 -0.096434999999999979 0.083235000000000017 0.089545000000000013 0.088235000000000022 0.086910000000000015 0.079590000000000008 0.087035000000000015 0.10699000000000002 -0.058769999999999996 -0.085684999999999997 0.10762500000000001 -0.065739999999999979 -0.46331999999999995 0.084985000000000019 -1.0000000180025095e-35 -0.053764999999999993 0.052280000000000007 -0.08231999999999999 -0.016949999999999996 0.082925000000000013 0.090790000000000023 0.086825000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 7 -7 -5 -9 10 11 12 15 17 -15 21 -17 -14 20 -16 -19 22 -10 -23 27 26 -26 -24 29 -29
right_child=2 -3 -4 4 -6 6 -8 8 9 -11 -12 -13 13 14 19 16 -18 18 -20 -21 -22 23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0015827780474923674 0.0020783568779006601 0.0049069770168335665 -0.0016413712473586203 0.0020741215186717457 -0.0025622625874044997 0.0025493558170102703 -0.00075497922057715747 -0.0026032992642402893 -0.0028028988683709522 0.0017009807551991855 0.0016230810010297734 -0.0019637452486409423 0.0032508444009671129 0.007646383628066954 0.0031929080586148 0.00037858723837416622 -0.0057584680786187002 -0.0028152444543173682 -0.0049280932720284915 -0.00048272724379785361 0.00011846379007835184 0.004563014104496688 -9.6046099443159417e-05 -0.00035936473203556881 -0.0087351134426527383 0.00027041536988690494 -0.00053942813712637872 0.0021255629175963501 0.005892838177863847 -0.0021052523848733734
leaf_weight=31 20 21 25 32 24 34 26 31 37 34 33 34 26 23 24 20 22 26 20 48 627 20 1621 21 23 100 20 48 22 28
leaf_count=31 20 21 25 32 24 34 26 31 37 34 33 34 26 23 24 20 22 26 20 48 627 20 1621 21 23 100 20 48 22 28
internal_value=0 0.00103808 -1.75889e-05 -4.25301e-06 -1.80269e-05 2.327e-06 0.00111748 -2.04312e-05 -4.34799e-05 -1.58975e-05 -3.643e-05 -5.5919e-05 -3.25522e-05 0.000272502 0.00241395 -0.000154758 -0.00283606 -1.854e-05 -0.000144846 0.000742485 1.65458e-06 -9.67096e-05 -0.000142881 0.0020418 -9.00231e-05 -0.00129129 -0.00492317 9.90789e-06 0.00176247 0.000566841
internal_weight=0 52 3069 3044 3024 3000 60 2940 2908 2877 2843 2810 2776 794 95 1982 42 699 673 72 653 1940 1899 41 1862 143 43 1719 98 76
internal_count=3121 52 3069 3044 3024 3000 60 2940 2908 2877 2843 2810 2776 794 95 1982 42 699 673 72 653 1940 1899 41 1862 143 43 1719 98 76
is_linear=0
shrinkage=0.1


Tree=913
num_leaves=31
num_cat=0
split_feature=150 1375 447 153 447 13 3 1 0 1452 4 48 1374 16 2 1 1 1 123 1 1 457 52 39 1 1371 151 49 49 151
split_gain=0.00551161 0.00731301 0.0090001 0.00940223 0.00832721 0.0102989 0.0193026 0.03479 0.0298784 0.0234127 0.0189523 0.0172034 0.0164735 0.0157268 0.0228985 0.0149201 0.0311562 0.0367834 0.0182436 0.0168379 0.0168552 0.015709 0.0143848 0.0133678 0.0159303 0.0110139 0.0103965 0.0097396 0.0208304 0.0194116
threshold=0.14635000000000001 -0.4078199999999999 0.10121000000000001 0.086100000000000024 0.092655000000000015 -0.40078499999999995 0.11924500000000002 0.11414000000000001 -0.24955499999999997 0.11769000000000002 0.41816000000000003 0.096390000000000017 -0.096434999999999979 -0.11118499999999999 0.14838000000000004 0.14754500000000001 0.13707500000000003 0.13332000000000002 0.090420000000000014 0.12811000000000003 0.12408500000000001 0.09228500000000002 -0.083374999999999991 0.10661000000000002 0.12082500000000002 0.083235000000000017 0.15288500000000002 0.11843000000000002 0.13087000000000001 -0.15340499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 10 8 -8 -7 12 11 22 -10 -9 -15 16 17 19 -18 20 21 23 -3 24 25 26 27 29 -29 -14
right_child=-2 2 -4 -5 -6 6 7 13 9 -11 -12 -13 15 14 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0016492508599185386 0.0016547340346733108 -0.0013302007404854522 0.0018933654986321925 -0.0020716053203531457 -0.0018521092055986327 0.0036158513125923021 -0.0047246143842736878 0.0017636262190838655 -0.0024883736503802031 0.0031064983767767748 -0.00083601281396113343 0.0038823649543768693 -0.0028700370546430351 0.0009182597859762609 -0.0038669757430034226 0.002175242666740932 -0.004928279808955268 0.003492833704221994 -0.00070817689605367682 -0.0024678580001428994 0.0028894104133360089 0.002110357508611153 0.0021096613783870015 0.0020449285131568708 -0.0025409903910118513 0.001683611090346757 -0.0022937770644646314 0.002782461845089455 -0.00030947956289516167 -6.8493903684016286e-05
leaf_weight=27 20 20 25 22 24 23 24 24 27 24 40 27 25 20 20 31 20 30 21 28 20 34 31 30 26 36 21 37 53 2311
leaf_count=27 20 20 25 22 24 23 24 24 27 24 40 27 25 20 20 31 20 30 21 28 20 34 31 30 26 36 21 37 53 2311
internal_value=0 -1.06722e-05 3.71995e-06 -1.1774e-05 3.19667e-06 1.80243e-05 -1.94287e-05 -0.0014777 2.6452e-05 -3.30874e-06 0.000933719 0.00184127 -3.04489e-05 -0.000260114 -0.00147436 -6.07724e-06 -3.11964e-05 1.11115e-05 -0.00276676 -2.87404e-05 -2.40205e-06 -2.48802e-05 0.000760696 -5.34734e-05 -7.85639e-05 -5.27793e-05 -7.83249e-05 -5.91474e-05 0.000961652 -9.84762e-05
internal_weight=0 3101 3074 3049 3027 3003 2885 88 2797 2774 118 78 2750 64 40 2723 2692 2651 41 2621 2593 2573 51 2539 2509 2483 2447 2426 90 2336
internal_count=3121 3101 3074 3049 3027 3003 2885 88 2797 2774 118 78 2750 64 40 2723 2692 2651 41 2621 2593 2573 51 2539 2509 2483 2447 2426 90 2336
is_linear=0
shrinkage=0.1


Tree=914
num_leaves=31
num_cat=0
split_feature=104 2 40 121 39 2 45 33 97 40 49 40 15 376 123 9 0 376 2 46 2 1 48 15 48 0 147 447 1348 15
split_gain=0.00558803 0.00814827 0.00998084 0.0241286 0.00902859 0.0163602 0.011823 0.00798855 0.00767901 0.0220596 0.0392683 0.0134242 0.0215518 0.0145962 0.0174533 0.0128072 0.0408391 0.01423 0.017332 0.0117613 0.0127938 0.0170282 0.015482 0.0180578 0.0173229 0.0156662 0.0111842 0.0131336 0.0168851 0.0112375
threshold=0.089050000000000004 0.31765000000000004 -0.24452499999999996 -0.078059999999999977 -0.020804999999999994 0.17025000000000004 -0.067109999999999989 -0.012019999999999998 -0.086244999999999988 -0.08440499999999998 -0.015259999999999998 -0.081239999999999993 -0.089964999999999976 0.048375000000000008 0.10967500000000001 0.086220000000000005 -0.086554999999999979 -0.079504999999999978 -0.013254999999999998 0.10253500000000002 0.14960000000000004 0.13927000000000003 0.12474000000000002 -0.074054999999999996 0.11454000000000002 -0.24955499999999997 0.094075000000000006 0.085205000000000017 0.085630000000000012 -0.12255999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -8 -9 10 -10 12 -11 15 -15 17 -17 -13 -19 20 21 22 24 -24 25 -20 27 29 -29 -27
right_child=-2 -3 3 4 5 -7 7 8 9 11 -12 13 -14 14 -16 16 -18 18 19 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0022246084408834577 0.0016257501957755137 -0.002022940046153963 0.0026657178433036762 -0.0017393398634158075 -0.0024429157958365979 0.0022894884527270352 -0.0017155046625433629 0.0017234203423588321 -0.0053512809487680597 0.0038726335249679245 0.00062971818463309964 0.0023842159888008609 -0.00061582131311297425 -0.0028830499356813934 0.00062487125093036377 0.0051087171270046382 -0.00080778093210288459 -0.0029454830521717669 0.0022187037757248618 -0.0022420986940193434 0.0020485960653581236 -0.0025922525860369206 0.0035267190598123883 -0.00028632622801840466 -0.0027981058289614424 0.00068667405475180874 -0.0021564163898195451 0.0030097178540017923 -0.00069422141183167702 -8.7619306949281519e-05
leaf_weight=20 21 20 34 30 20 31 27 26 21 23 23 25 20 37 23 20 28 20 32 23 31 25 27 23 22 205 24 32 20 2188
leaf_count=20 21 20 34 30 20 31 27 26 21 23 23 25 20 37 23 20 28 20 32 23 31 25 27 23 22 205 24 32 20 2188
internal_value=0 -1.10132e-05 2.05131e-06 1.66046e-05 -1.31607e-05 4.12416e-06 -1.977e-05 -3.31404e-06 1.25287e-05 -2.85275e-06 -0.00222485 3.14759e-05 0.00178498 4.59504e-06 -0.00153835 3.83205e-05 0.00165743 9.50442e-06 -1.27141e-05 9.40335e-06 2.91008e-05 5.00365e-06 3.02393e-05 0.00177272 -4.29256e-06 2.02832e-05 -8.20993e-06 1.28768e-05 0.00158513 -2.12883e-05
internal_weight=0 3100 3080 3060 3026 2996 2965 2945 2918 2892 44 2848 43 2805 60 2745 48 2697 2672 2652 2629 2598 2573 50 2523 2501 2469 2445 52 2393
internal_count=3121 3100 3080 3060 3026 2996 2965 2945 2918 2892 44 2848 43 2805 60 2745 48 2697 2672 2652 2629 2598 2573 50 2523 2501 2469 2445 52 2393
is_linear=0
shrinkage=0.1


Tree=915
num_leaves=31
num_cat=0
split_feature=1208 1208 2 402 1211 13 133 403 402 12 2 12 52 13 401 160 1212 403 403 403 403 403 16 403 1210 402 1203 1203 394 12
split_gain=0.00534257 0.035454 0.0353261 0.00669075 0.0337398 0.0228577 0.077214 0.0530188 0.0189102 0.0181879 0.0177088 0.0155838 0.01784 0.0148474 0.0117422 0.0109658 0.0172851 0.00854896 0.0146715 0.00769904 0.0263323 0.0136267 0.0255731 0.0106312 0.0120937 0.0342076 0.0100013 0.0214286 0.0226055 0.0101637
threshold=0.10233500000000001 0.089655000000000012 0.088745000000000004 0.088375000000000023 0.077345000000000011 -0.085744999999999988 -0.062749999999999986 -0.5335399999999999 0.087195000000000009 0.087215000000000015 0.085045000000000023 0.094435000000000005 0.084960000000000022 -0.0075049999999999987 0.10947000000000001 -1.0000000180025095e-35 -0.121045 -0.5341999999999999 -0.51385999999999987 -0.44023999999999991 -0.41825499999999993 -0.16567999999999997 -0.083134999999999987 -0.13252999999999998 -0.082214999999999983 -0.086719999999999978 0.10749000000000002 0.089005000000000015 0.090335000000000013 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 5 6 15 -7 14 10 -9 12 13 -11 17 -5 -17 -1 -19 -20 -21 22 -22 -23 25 -25 27 28 29 -26
right_child=2 -3 -4 4 -6 7 -8 9 -10 11 -12 -13 -14 -15 -16 16 -18 18 19 20 21 23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0018384609104832635 0.0037187613741620088 -0.0041132274194664899 -0.0011474595427612908 -0.0016826814482919874 0.0043215867375866286 0.0057030132599174979 -0.0064302507898814617 -0.0034629169573732231 -0.0030290843286950673 0.0025115679348042858 0.00032838861765672588 -0.00047776808186123773 0.0043422791034875754 -0.0011293928116737377 -0.0023175642407626254 -0.0011794262246795648 0.0022609989802003841 0.0022563841209971703 -0.0018267987255492935 0.0032407134452223547 -0.0040903544377373612 0.0018821698357351126 0.0005759295769773114 -0.0010834376428924177 -0.00019592243636344349 0.0044321590822867371 0.0021318347625700492 -0.0023850983787829486 0.0026607930690290466 0.00025124140362833169
leaf_weight=25 26 21 35 20 21 20 21 22 21 24 28 45 21 21 22 23 40 29 23 25 23 30 24 23 1638 22 21 39 31 737
leaf_count=25 26 21 35 20 21 20 21 22 21 24 28 45 21 21 22 23 40 29 23 25 23 30 24 23 1638 22 21 39 31 737
internal_value=0 -1.84728e-05 0.000926667 9.82266e-06 0.000453259 0.000168224 -0.00101323 0.00084707 -3.98266e-05 0.000243847 -0.00133979 0.000957195 0.00193558 0.000812453 -1.66797e-05 0.000357344 0.00100497 2.13792e-06 1.94043e-05 -5.20584e-06 1.08281e-05 -2.03725e-05 -0.00170757 1.0835e-05 -1.15226e-05 0.00161308 -4.11686e-05 -5.98324e-05 -2.21411e-05 -5.71604e-05
internal_weight=0 3060 61 3039 306 285 104 181 2733 161 50 111 66 45 2712 83 63 2690 2665 2636 2613 2588 47 2541 2511 45 2466 2445 2406 2375
internal_count=3121 3060 61 3039 306 285 104 181 2733 161 50 111 66 45 2712 83 63 2690 2665 2636 2613 2588 47 2541 2511 45 2466 2445 2406 2375
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=31
num_cat=0
split_feature=142 10 43 8 9 147 11 9 96 9 457 1375 16 51 0 0 132 133 43 42 15 42 0 52 42 0 1 2 13 13
split_gain=0.00533465 0.00836179 0.0501411 0.0191743 0.0169119 0.0104228 0.00871942 0.00982723 0.00870878 0.00993393 0.00769106 0.0134369 0.00889437 0.0495885 0.0244633 0.0195478 0.0161451 0.0168814 0.0214341 0.0296734 0.0184771 0.022463 0.0261194 0.0205079 0.0257239 0.0152731 0.0139356 0.0166508 0.0135262 0.0230263
threshold=-0.06316999999999999 0.10223 -0.074974999999999986 0.087195000000000009 0.089995000000000006 0.10479500000000001 -1.0000000180025095e-35 -0.090659999999999977 0.086715000000000014 -1.0000000180025095e-35 0.41269500000000009 -0.16449999999999998 -0.16927999999999996 0.081440000000000026 -0.26343999999999995 -0.23194499999999998 -1.0000000180025095e-35 -0.13941499999999998 -0.092909999999999979 0.088670000000000013 -0.24436499999999997 0.091295000000000015 -0.060129999999999996 0.26391000000000003 0.083235000000000017 -0.16360999999999995 0.10984500000000001 0.092235000000000025 -0.096404999999999991 -0.093219999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 -8 9 -9 11 -11 13 14 -13 -14 -16 -18 19 -19 25 22 23 24 26 -20 27 -22 -17 -30
right_child=1 2 -4 -5 -6 -7 7 8 -10 10 -12 12 15 -15 16 28 17 18 20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0015884643797540949 -0.0019504600568957951 0.001652675280526567 -0.0048339604315432638 0.0028252363525098191 -0.0029107736563310027 0.0019627213986866451 0.0021097922380166976 0.0019894594941288232 -0.0018336719466158407 -0.0019469467627156217 0.0018087993611318424 -0.0032392345640497901 0.002741407814513271 -0.0049583152163034799 0.0028222108294721697 0.00086753862150700369 -0.0024499284293727085 -0.0039826543837854708 -0.0030837047167799692 0.00096487703241026886 0.0029527225997298956 -0.0010979874758049845 -0.0016248059022473172 -0.00050128466807239293 0.0061292459978722034 0.00033903731909958881 0.0038135178447528569 -0.001078943872735614 -0.0023228649120387991 1.3606561217289619e-05
leaf_weight=21 23 26 22 24 20 27 22 25 26 36 23 24 27 23 20 181 28 27 22 22 20 37 20 21 20 32 27 21 43 2211
leaf_count=21 23 26 22 24 20 27 22 25 26 36 23 24 27 23 20 181 28 27 22 22 20 37 20 21 20 32 27 21 43 2211
internal_value=0 -1.07606e-05 -0.00132037 9.83611e-06 -1.24788e-05 6.79176e-06 -1.09238e-05 4.15711e-06 -1.16208e-05 4.65868e-06 -1.25406e-05 -2.71775e-05 -2.72188e-06 -0.000464108 -0.00016098 6.54929e-05 7.20739e-05 -0.00011312 0.000130116 -0.00176131 0.000551389 0.00107408 0.00169708 0.0023066 0.00297667 -0.00105541 0.00204944 0.000887723 3.58215e-05 -3.09668e-05
internal_weight=0 3100 48 3052 3028 3008 2981 2958 2936 2910 2885 2862 2826 364 341 2462 317 297 269 49 220 166 129 109 88 54 68 41 2435 2254
internal_count=3121 3100 48 3052 3028 3008 2981 2958 2936 2910 2885 2862 2826 364 341 2462 317 297 269 49 220 166 129 109 88 54 68 41 2435 2254
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=31
num_cat=0
split_feature=151 1375 16 457 457 457 1375 150 150 448 475 131 133 52 157 1 11 474 1429 157 9 16 34 15 2 2 483 474 1201 399
split_gain=0.00519159 0.0058733 0.025108 0.0149569 0.00759016 0.0167316 0.00802852 0.00921646 0.0132085 0.0324422 0.00841054 0.0345609 0.0336183 0.0718045 0.034902 0.0253994 0.0442368 0.0366205 0.0298832 0.0230009 0.0126398 0.041075 0.0177065 0.0404374 0.0137424 0.0528912 0.0390907 0.0297497 0.0270457 0.0305685
threshold=0.29373000000000005 0.093520000000000006 -0.026164999999999997 0.41269500000000009 -0.10142499999999997 -0.09139499999999999 -0.16449999999999998 0.12187000000000002 0.11117000000000002 -0.066849999999999979 -0.082549999999999998 0.089305000000000009 0.085760000000000017 -0.016949999999999996 -0.08427999999999998 0.087325000000000014 0.087575000000000014 0.085295000000000024 0.083420000000000008 -0.084489999999999996 -0.085744999999999988 -0.14771999999999999 -1.0000000180025095e-35 -0.073184999999999986 1.0000000180025095e-35 0.080205000000000012 -0.069964999999999986 0.088985000000000022 -0.08151499999999999 0.10788500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7 8 10 -10 11 12 14 19 -8 17 18 -16 -17 -14 21 -12 23 -22 26 -26 -24 -28 -27 -30
right_child=-2 2 -4 -5 5 6 7 -9 9 -11 20 -13 13 -15 15 16 -18 -19 -20 -21 22 -23 24 -25 25 28 27 -29 29 -31
leaf_value=-0.0014005233316894215 0.0014968568616060786 -0.0037630034820176662 0.0010816369894082133 0.0024918041046475994 0.0028862882603425534 -0.0015912028075149465 -0.004612511272134725 0.0015696553371821508 0.0005830009259155084 -0.0045094892372038557 0.0011209003569092602 0.0040133658975649343 -0.0029083217005245392 0.0062604687289567673 0.00014017696181933085 0.00074417748557472675 -0.002518837310543115 -0.0051229150313884019 0.0058441249676980077 0.0013428074001733746 -0.00018654234604169193 -0.0049350114970279505 -0.0040793782710258309 0.0049876048614311483 0.0049400484760884541 -0.0033996509539935254 -0.00013357468075812082 -0.0038157405810045966 6.9104905427564749e-06 0.0037561122285710139
leaf_weight=39 23 20 23 24 20 32 20 37 29 22 24 26 20 25 39 27 22 20 20 35 44 21 29 23 22 23 477 23 1890 22
leaf_count=39 23 20 23 24 20 32 20 37 29 22 24 26 20 25 39 27 22 20 20 35 44 21 29 23 22 23 477 23 1890 22
internal_value=0 -1.11129e-05 -0.00117168 5.22247e-06 -1.44667e-05 3.60019e-06 -1.57988e-05 1.34847e-06 -1.86403e-05 -0.00161376 9.88394e-06 0.000559096 0.000165188 0.00181679 -0.000727573 -0.000120551 0.00118204 -0.00164392 0.00291437 -0.000203058 -4.38111e-05 -0.00170519 -1.45271e-05 0.00158966 -5.77614e-05 6.44785e-05 -0.000509979 -0.000302954 9.04565e-06 5.00498e-05
internal_weight=0 3098 43 3055 3031 2992 2972 2940 2903 51 2852 254 228 80 148 128 69 59 47 55 2598 45 2553 67 2486 1957 529 500 1935 1912
internal_count=3121 3098 43 3055 3031 2992 2972 2940 2903 51 2852 254 228 80 148 128 69 59 47 55 2598 45 2553 67 2486 1957 529 500 1935 1912
is_linear=0
shrinkage=0.1


Tree=918
num_leaves=31
num_cat=0
split_feature=1456 13 3 159 42 1213 132 2 12 4 4 1213 1213 3 1213 131 401 402 1212 158 4 15 15 160 1186 13 1211 3 402 16
split_gain=0.00528893 0.0366994 0.0295755 0.0190409 0.0102674 0.00885559 0.0580014 0.0505139 0.0570033 0.0458996 0.0766234 0.0189158 0.0234745 0.0320699 0.0310811 0.0116679 0.0140174 0.0275455 0.01047 0.0376338 0.0332596 0.0316385 0.0466269 0.0301962 0.0118045 0.0291899 0.0254569 0.0239813 0.0147991 0.133748
threshold=0.088910000000000017 -0.085744999999999988 -0.086049999999999988 -0.085059999999999983 0.094725000000000018 0.087530000000000011 -0.083919999999999981 0.084415000000000004 0.086655000000000024 -0.081839999999999982 -0.077999999999999986 0.085435000000000025 0.060985000000000004 -0.082039999999999988 0.0036000000000000003 -0.13752999999999996 -0.13200999999999999 -0.46435999999999994 0.087685000000000013 0.10398500000000001 -0.064054999999999987 0.088345000000000021 0.086885000000000004 -0.57146499999999989 0.060550000000000007 -0.0093149999999999986 0.085965000000000014 -0.081644999999999981 0.11679000000000002 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 11 -7 -8 -9 -10 -11 12 14 -14 15 -1 17 -17 23 20 21 22 -20 -18 26 -26 28 -27 -25 -30
right_child=1 2 3 4 -6 6 7 8 9 10 -12 -13 13 -15 -16 16 18 -19 19 -21 -22 -23 -24 24 25 27 -28 -29 29 -31
leaf_value=0.0020132433252754334 -0.003834578362927589 0.0036996993655338886 -0.0027691560849133468 -0.0005076789694169584 0.0022791345400037244 0.0057868173270253474 0.003325033407600131 -0.0053025737205947138 -0.0033749616507870645 0.0056696600039248118 -0.001297628525399456 -0.0023251266824289426 0.0051237124927519338 -0.00040283437008925137 -0.0028617893082187756 -0.0012711001859445658 0.0037002285926560452 0.003335258016287459 0.0011992732248947268 -0.0048893242282792926 -0.0034061800025833341 0.0032014660432650999 -0.0043980758298527113 2.1122793595802224e-05 -0.0039646822923364551 -0.0017352048573749407 0.0027759269147998459 0.0027351921025131429 -0.0080622512137606041 0.0016739440023821918
leaf_weight=29 28 20 27 39 20 20 36 24 26 27 38 35 21 21 38 21 22 34 46 20 26 32 22 2277 26 28 33 21 21 43
leaf_count=29 28 20 27 39 20 20 36 24 26 27 38 35 21 21 38 21 22 34 46 20 26 32 22 2277 26 28 33 21 21 43
internal_value=0 -0.000614614 0.000235943 -0.000569581 0.000437004 2.75722e-05 0.000726302 5.60355e-05 -0.000967303 0.000176065 0.00159648 -1.48578e-05 1.42179e-05 0.00236044 -2.17592e-05 1.81968e-05 -3.45606e-06 0.00157647 -3.66604e-05 -0.00085953 -0.00021988 0.000608558 -0.000611634 1.19592e-05 -2.11735e-05 -0.00125638 1.78494e-05 0.00018068 -2.10299e-05 -0.00152075
internal_weight=0 134 106 86 59 2987 171 151 115 91 65 2816 2781 42 2739 2701 2672 55 2617 146 126 100 68 2471 2449 75 2374 49 2341 64
internal_count=3121 134 106 86 59 2987 171 151 115 91 65 2816 2781 42 2739 2701 2672 55 2617 146 126 100 68 2471 2449 75 2374 49 2341 64
is_linear=0
shrinkage=0.1


Tree=919
num_leaves=31
num_cat=0
split_feature=1447 3 1453 481 0 1447 403 403 12 16 12 1213 401 1213 402 402 1447 1447 42 42 1212 1213 15 130 394 0 43 401 16 479
split_gain=0.00549648 0.0246552 0.0143841 0.0102281 0.0140258 0.0102365 0.00797471 0.0200689 0.0211575 0.0322942 0.0231768 0.0317236 0.0185209 0.0137937 0.0185185 0.0242701 0.0344234 0.0154796 0.0129691 0.0171123 0.0117658 0.0171597 0.0459396 0.019089 0.0128248 0.00901587 0.0107088 0.00925177 0.0390105 0.0129236
threshold=-0.085804999999999979 -0.086224999999999982 -0.085794999999999982 0.056315000000000004 -0.087084999999999982 -0.087229999999999988 0.090990000000000015 0.098420000000000021 0.09364500000000002 -0.077074999999999991 0.088795000000000013 -0.059794999999999994 0.10765000000000001 -0.13595999999999997 0.2506000000000001 0.10874500000000002 -0.084549999999999986 -0.083354999999999985 0.084145000000000011 -0.015274999999999999 0.12799000000000002 0.11146500000000001 0.088990000000000014 0.084975000000000009 0.10448000000000002 0.22582000000000002 -0.51144999999999985 0.090205000000000021 -0.087659999999999988 0.10713500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -3 13 -8 10 -10 12 -12 18 -4 15 16 -15 -18 19 -9 21 24 23 -23 25 26 -19 29 -29 -28
right_child=2 3 6 -5 -6 -7 7 8 9 -11 11 -13 -14 14 -16 -17 17 20 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0030439251924690327 0.0023248088787551279 -0.0019136160041671247 0.0022945083202794195 -0.0018294361140578986 0.0029794891923666002 0.00095347448033421787 0.0029724713965939981 -0.001658488588873297 0.0037404383920753995 -0.00038801834263722411 -0.00012203049787785858 -0.0051896701921664533 0.0029051716252149126 -0.0039279619798712109 -0.0028906735895282551 0.0025379561418150034 0.0024856776062127514 0.0017227367121342792 -0.0023124292611812606 0.0021713563020187266 -0.002002204472439424 -0.0025128742563538253 0.0055440585501492024 0.001803894163597198 -0.0021040486357730604 -0.0021204993272909804 -5.789626506008843e-05 0.00085831344492632807 -0.0041408590955176842 0.0021034358626431122
leaf_weight=32 27 20 25 20 20 33 30 20 36 40 30 21 23 23 23 36 24 34 23 28 31 20 20 21 31 21 2317 37 27 28
leaf_count=32 27 20 25 20 20 33 30 20 36 40 30 21 23 23 23 36 24 34 23 28 31 20 20 21 31 21 2317 37 27 28
internal_value=0 -0.000649698 2.71069e-05 0.000174123 0.000723043 -0.000128446 6.21165e-06 0.000545524 0.000216074 0.00156757 -0.000492295 -0.00220871 0.00043895 -4.35924e-05 -6.52977e-05 -4.09593e-05 -7.62064e-05 -4.22768e-05 -0.000359967 0.000575588 -6.5729e-05 -4.22428e-05 0.00161484 -0.000301847 -8.27567e-05 -5.73265e-05 -3.95915e-05 -6.44645e-05 -0.00125071 -3.20893e-05
internal_weight=0 125 2996 93 73 53 2969 251 221 76 145 51 94 2718 2693 2670 2634 2611 71 48 2587 2556 61 41 2495 2464 2443 2409 64 2345
internal_count=3121 125 2996 93 73 53 2969 251 221 76 145 51 94 2718 2693 2670 2634 2611 71 48 2587 2556 61 41 2495 2464 2443 2409 64 2345
is_linear=0
shrinkage=0.1


Tree=920
num_leaves=31
num_cat=0
split_feature=402 402 402 42 42 1213 43 4 13 12 479 0 481 4 3 2 12 12 12 11 16 41 51 0 9 12 15 33 10 10
split_gain=0.00570052 0.00705108 0.00579341 0.0442135 0.0677251 0.0286902 0.0473006 0.00911459 0.0138458 0.0147773 0.00699858 0.0292265 0.0183295 0.00677095 0.00906437 0.0206049 0.0333159 0.0378597 0.0510891 0.0275311 0.0580794 0.0273936 0.0250225 0.0385101 0.0176639 0.0125613 0.01127 0.011053 0.016406 0.0406471
threshold=0.27918000000000004 0.13924000000000003 0.095250000000000015 0.091205000000000008 0.088380000000000014 0.04198000000000001 -0.023869999999999995 0.23246000000000003 -0.0087749999999999981 0.087215000000000015 0.10713500000000002 -0.080309999999999979 -0.27443499999999993 -0.58204499999999992 -0.13309499999999996 0.10731 1.0000000180025095e-35 0.089300000000000004 0.085635000000000003 0.090070000000000025 -0.070454999999999976 0.078065000000000009 -0.088764999999999983 0.0059850000000000016 0.094575000000000006 0.10345000000000001 0.013270000000000002 1.0000000180025095e-35 -0.012544999999999999 -0.39453499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 6 -4 8 9 -8 12 -12 -1 -14 15 16 -15 18 21 20 -17 -18 -19 26 27 -21 -24 28 29 -16
right_child=-2 -3 3 -5 -6 -7 7 -9 -10 -11 11 -13 13 14 24 19 17 22 -20 25 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00307080025668256 0.0013718266606641313 -0.0016531742751025238 0.0056944824138190596 0.0038633739752130525 -0.0053091212305430837 -0.002832000036723912 0.00034236918288149394 -0.0015485610882751645 -0.00087770429476975189 0.0038793024473956655 0.0036623491379229921 -0.0015645416628103704 -0.001671091213822365 0.0050235557928681382 0.00065893715363927194 0.0010647841404063693 -0.0015046197187621147 -0.001096981903538108 -0.0045817045653445982 0.0028674061612590502 -0.0053203590546867683 0.0037292674182754131 -5.9796590358018881e-05 0.006266655570462994 -0.002778217912843199 -0.00040296801598742609 0.0030721490201540292 0.0018556180937836569 -3.8220832059902203e-05 -0.0050849977953475907
leaf_weight=20 30 26 20 33 22 20 27 20 29 21 23 20 25 20 28 29 20 20 26 23 28 20 27 23 24 24 20 30 2401 22
leaf_count=20 30 26 20 33 22 20 27 20 29 21 23 20 25 20 28 29 20 20 26 23 28 20 27 23 24 24 20 30 2401 22
internal_value=0 -1.33144e-05 5.96329e-07 0.000532422 -0.000158908 0.000668134 0.00126645 0.00035345 0.000847479 0.00188978 -3.49451e-05 0.00123124 -5.41839e-05 -3.27133e-05 -1.80062e-05 0.000521605 0.00118103 0.000688401 -0.00113078 -0.000594348 -0.00207178 0.00111232 0.00202247 0.00291374 -7.8322e-05 0.00119743 0.00127295 -5.22045e-05 -7.55561e-05 -0.00186839
internal_weight=0 3091 3065 192 159 137 117 97 77 48 2873 43 2830 2810 2785 280 176 156 66 104 57 40 90 70 2505 47 47 2481 2451 50
internal_count=3121 3091 3065 192 159 137 117 97 77 48 2873 43 2830 2810 2785 280 176 156 66 104 57 40 90 70 2505 47 47 2481 2451 50
is_linear=0
shrinkage=0.1


Tree=921
num_leaves=31
num_cat=0
split_feature=473 157 11 11 11 52 11 1204 475 0 475 1425 474 1429 475 154 2 0 0 484 4 48 0 49 1429 12 2 49 13 43
split_gain=0.00523235 0.00752891 0.0084331 0.0330039 0.0236385 0.0157389 0.0153915 0.014831 0.00930708 0.0179883 0.0126533 0.0104477 0.0106456 0.0141775 0.037691 0.009548 0.00906945 0.046783 0.0337048 0.0299477 0.0279706 0.0231844 0.0201119 0.0159262 0.0365295 0.0540413 0.0599447 0.0265797 0.0892941 0.0204451
threshold=-0.23352999999999996 0.42235000000000006 0.08976000000000002 0.095165000000000013 0.086080000000000018 -0.22660999999999995 0.10553000000000001 -0.11413499999999999 0.058495000000000012 -0.079984999999999987 0.0073350000000000004 0.089980000000000018 -0.094124999999999986 -1.0000000180025095e-35 -0.010194999999999997 0.085530000000000009 0.11389000000000002 0.18019500000000002 0.089620000000000019 0.10126500000000001 0.59999500000000017 0.12474000000000002 -0.24955499999999997 0.10247500000000002 0.083985000000000018 0.083715000000000026 0.089605000000000018 0.09567500000000001 -0.011914999999999999 0.51518000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 -5 -7 -2 10 -10 11 12 -9 14 -14 16 17 21 19 20 -18 22 -15 27 25 -25 -27 29 -29 -24
right_child=1 -3 3 5 -6 6 -8 8 9 -11 -12 -13 13 15 -16 -17 18 -19 -20 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0016122689354233445 0.0025341028499457499 -0.001853751645169475 0.004539087964221835 -0.0022819459268992597 -0.0026095006215785233 -0.00063116948499723725 0.0029785174211221085 -0.002229043957512741 -0.00019448059974820354 0.003572111225332178 -0.002485056238670257 0.0022008883079425211 -0.0010175386305760455 0.0030455092611234814 0.0043168971404576534 -0.002228832363616675 -0.00032105755962316966 0.0044348280517927689 -0.0044654779438860715 -0.0039406995937627349 0.0027215117729748745 0.0032272436021065173 -0.00011127083120868409 0.0033509985292575471 0.0045164280871783074 -0.0055398970979022924 0.00049319499641945917 0.0011849345205299526 -0.0073773114725814342 0.0028870769847265405
leaf_weight=20 23 22 20 22 35 27 21 22 32 21 21 21 27 21 26 20 358 24 20 21 33 22 2026 38 24 23 58 29 21 23
leaf_count=20 23 22 20 22 35 27 21 22 32 21 21 21 27 21 26 20 358 24 20 21 33 22 2026 38 24 23 58 29 21 23
internal_value=0 -1.03984e-05 2.77271e-06 0.000956514 -2.59448e-05 -6.70789e-05 0.000948069 4.66603e-06 -1.51828e-05 0.00129794 -3.93648e-05 -2.13881e-05 -3.78436e-05 -2.07126e-05 0.00159935 -5.18114e-05 -3.59265e-05 4.27538e-05 -0.000456465 -0.000261853 -6.42678e-05 -3.37743e-06 -3.47843e-05 -6.36363e-05 0.000957482 0.000239711 -0.00121991 -0.000133203 -0.00241121 -7.76144e-05
internal_weight=0 3101 3079 90 2989 70 48 2954 2931 53 2878 2857 2836 2814 53 2761 2741 2309 432 412 391 2285 2263 2242 143 119 81 2099 50 2049
internal_count=3121 3101 3079 90 2989 70 48 2954 2931 53 2878 2857 2836 2814 53 2761 2741 2309 432 412 391 2285 2263 2242 143 119 81 2099 50 2049
is_linear=0
shrinkage=0.1


Tree=922
num_leaves=31
num_cat=0
split_feature=472 1428 1429 155 1425 3 156 1429 160 1429 52 2 157 13 157 1372 16 1446 43 13 129 42 51 42 2 52 43 42 16 474
split_gain=0.0059297 0.00783459 0.00857073 0.0105553 0.0142412 0.0125635 0.0104678 0.0076301 0.0558355 0.0140257 0.00884411 0.0242442 0.0104337 0.0631492 0.0266217 0.0246755 0.00913707 0.0172956 0.0229156 0.0166112 0.0187798 0.0227859 0.0696622 0.053749 0.0174726 0.0255235 0.0254272 0.0411473 0.0146598 0.0172826
threshold=-0.39904999999999996 0.098365000000000022 0.11725500000000001 0.11562500000000002 0.084030000000000007 -0.07793499999999999 -0.090889999999999985 -0.067934999999999982 -0.012569999999999998 -1.0000000180025095e-35 -0.54906499999999991 0.091185000000000002 -0.087424999999999989 -0.085384999999999975 -0.21128999999999998 -0.087494999999999976 0.058835000000000005 0.10916500000000003 -0.064334999999999989 -0.095539999999999986 0.094860000000000014 0.087075000000000014 -0.0064149999999999997 -1.0000000180025095e-35 0.10188000000000001 0.029970000000000007 -0.077824999999999991 0.094165000000000013 0.051380000000000002 0.089190000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 8 -8 -9 11 -11 13 -12 -15 -14 17 28 -19 -18 21 22 -21 -24 26 -26 27 -23 29 -17
right_child=1 -3 -4 5 -6 -7 7 9 -10 10 12 -13 15 14 -16 16 19 18 -20 20 -22 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0016747139616026766 0.0016628636822821825 -0.0014990212389134937 0.0017166253042824823 -0.0033989571034908298 0.0023881255909800531 6.4058844740925866e-05 0.0012120909097471408 0.0026315417070873082 -0.0054114118329016492 -0.00065948181852166143 -0.0051512915662627811 0.0037765920744277539 0.0032470642573215352 -0.00078690916471671132 0.0036458456242689863 -1.8061705422833376e-06 0.001333078647342821 0.0044975501985754819 -0.00013074051973450444 -0.00045754722686979226 0.0018851167092529628 0.00019418779074361451 -0.00090326389938127265 -0.0076418545097112663 8.9067316954382343e-05 -0.0043048188579268756 -0.0011042924747536225 0.0057979272922966639 0.001726106783526878 -0.0020743504825343445
leaf_weight=21 37 35 29 20 25 22 35 20 20 28 27 22 23 42 20 2156 45 20 23 128 26 38 20 29 39 20 42 20 48 41
leaf_count=21 37 35 29 20 25 22 35 20 20 28 27 22 23 42 20 2156 45 20 23 128 26 38 20 29 39 20 42 20 48 41
internal_value=0 -1.13448e-05 5.64332e-06 -1.07001e-05 1.13843e-05 -0.001585 -8.62872e-06 -2.97219e-05 -0.00119646 -7.4173e-06 -2.58909e-05 0.00129239 -4.9373e-05 -0.00111481 0.000643012 -1.44856e-05 -4.23207e-05 3.53386e-05 0.00202195 -0.000478892 -0.000704137 -0.000904495 -0.001685 -0.00489141 -3.56312e-05 -0.00140039 0.000769574 0.00212651 -2.7124e-06 -4.04836e-05
internal_weight=0 3100 3065 3036 2994 42 2969 2932 55 2877 2857 50 2807 89 62 2718 2695 2288 43 407 362 336 177 49 159 59 100 58 2245 2197
internal_count=3121 3100 3065 3036 2994 42 2969 2932 55 2877 2857 50 2807 89 62 2718 2695 2288 43 407 362 336 177 49 159 59 100 58 2245 2197
is_linear=0
shrinkage=0.1


Tree=923
num_leaves=31
num_cat=0
split_feature=375 38 40 39 39 39 30 30 106 10 10 1 4 9 15 15 160 2 42 45 12 2 12 2 12 3 3 12 12 12
split_gain=0.00541014 0.00604447 0.00586866 0.0117649 0.0263453 0.0199114 0.00795779 0.0133322 0.0131039 0.0125117 0.0492693 0.00986498 0.046266 0.0109071 0.0136221 0.0124981 0.0176965 0.0123894 0.0138467 0.00902489 0.00919153 0.0238763 0.0165042 0.0165891 0.0162857 0.0225473 0.0777866 0.0223314 0.0185153 0.0419049
threshold=0.089550000000000018 0.10657000000000001 -0.23755499999999996 0.11536 0.10940500000000002 0.10484500000000001 0.088655000000000012 0.085875000000000021 0.04883500000000001 -0.012054999999999998 -0.15926999999999997 0.13968000000000003 0.51164000000000009 0.092235000000000011 -0.47308999999999996 -0.43375999999999998 -0.072884999999999991 0.14285500000000004 0.10705500000000003 0.094030000000000016 0.11586 0.10252500000000002 0.110195 0.10136500000000002 0.10227500000000002 -0.069009999999999974 -0.07359499999999998 0.10061500000000002 0.098150000000000015 0.097575000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 9 10 -4 13 -13 14 -11 16 -16 19 -19 20 22 -22 24 -24 27 26 -26 28 29 -17
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 11 -12 12 -14 -15 15 17 -18 18 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013666880921640945 -0.001639430890791118 0.0015288969835427662 0.00070152842582991493 -0.0018659637371242486 0.0035342565249829069 -0.0031647978769615299 0.0014584519233353235 -0.0023645756300538778 0.0024910055854845616 0.00205893499951344 -0.0052169418999586598 -0.0008592044423696481 0.0050469878706194109 -0.0019759428022163255 0.00027040005256624326 2.3433488978205275e-05 -0.0036967131351544101 0.0034505131254925141 -2.2730255538287261e-05 -0.0020339767639101906 0.00087101775344409463 -0.0025841441284865144 9.2922573188139546e-05 0.0034508989708098982 -0.00035311271288863771 0.0013835542370261153 -0.0070496572356205439 0.002287069865534167 -0.001532559767055015 0.0046217290545246216
leaf_weight=31 20 26 39 34 21 20 37 24 21 32 22 36 21 28 23 2184 22 22 24 22 36 45 31 28 82 29 22 44 75 20
leaf_count=31 20 26 39 34 21 20 37 24 21 32 22 36 21 28 23 2184 22 22 24 22 36 45 31 28 82 29 22 44 75 20
internal_value=0 1.05736e-05 -2.26429e-06 -1.62057e-05 4.68862e-06 -2.01093e-05 1.0742e-06 -1.7317e-05 2.05516e-06 -1.60494e-05 -0.001433 1.45359e-05 0.00131676 -1.22705e-05 7.78891e-06 -1.64402e-05 -0.00166908 1.1476e-05 0.00163839 -1.71099e-05 -1.7832e-08 -0.00104852 3.37509e-05 0.00168654 -5.95367e-06 -0.00108214 -0.00176969 5.56618e-05 1.25807e-05 6.51603e-05
internal_weight=0 3101 3075 3044 3010 2989 2969 2932 2908 2887 61 2826 57 2769 2741 2709 45 2664 46 2618 2596 81 2515 59 2456 133 104 2323 2279 2204
internal_count=3121 3101 3075 3044 3010 2989 2969 2932 2908 2887 61 2826 57 2769 2741 2709 45 2664 46 2618 2596 81 2515 59 2456 133 104 2323 2279 2204
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=31
num_cat=0
split_feature=3 11 33 9 8 9 41 40 12 41 41 40 0 11 11 11 155 10 475 474 1427 42 1446 1446 156 13 3 47 13 3
split_gain=0.00572008 0.0100312 0.00912681 0.0279621 0.0067024 0.00830218 0.00919503 0.0230179 0.048896 0.00955769 0.0143608 0.00942319 0.0189573 0.0104437 0.0154551 0.0140358 0.0128734 0.0121762 0.0111548 0.0161121 0.0099405 0.0240799 0.0207144 0.0209628 0.0125349 0.0113819 0.0895072 0.0237797 0.0202072 0.0126272
threshold=0.63141500000000017 -0.072629999999999986 0.085305000000000006 0.037245000000000007 0.089545000000000013 0.088235000000000022 0.086565000000000017 -0.0089699999999999988 0.086915000000000006 0.079395000000000007 0.07677500000000001 0.051255000000000002 -0.09515499999999999 0.094350000000000003 0.087575000000000014 0.10177000000000001 0.12509500000000004 0.083760000000000015 -0.10023499999999998 0.084145000000000011 0.088585000000000011 0.088295000000000012 0.11655500000000001 0.11018500000000002 0.11182500000000002 -0.13710499999999998 0.048265000000000009 0.13975500000000002 -0.10278499999999999 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 9 -8 -9 10 11 13 -13 14 16 -15 17 18 19 -3 22 -22 23 24 25 26 -20 28 -27 -30
right_child=-2 2 3 -5 -6 -7 7 8 -10 -11 -12 12 -14 15 -16 -17 -18 -19 20 -21 21 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.0022439759009284898 -0.0015711983625331652 -0.0029433428185931861 0.001140436325222254 -0.0041474835656117653 0.001556935567142708 -0.001625454981037746 -0.0012344568134202358 0.0062006141222082081 -0.00010240325063932688 -0.001756120182108134 0.0023487394816094406 0.00093916100899646578 -0.002874124387835764 0.0032614344326050387 -0.0023506061007667867 -7.2526326403021815e-05 0.001889311610769558 0.0024437622335972266 -0.0071187593706417834 0.00054990027616124435 0.0036135977301746608 -0.00062142100490244307 -0.002689204264656994 0.0029400612150008482 0.0017973351899559635 0.0024991837608057165 0.00017491416041387844 0.0034263243374880407 -3.1872312441860249e-05 -0.0014788084699126382
leaf_weight=20 23 31 20 20 28 31 28 20 32 31 26 22 32 23 28 28 36 20 20 23 25 29 29 24 37 31 106 20 2216 62
leaf_count=20 23 31 20 20 28 31 28 20 32 31 26 22 32 23 28 28 36 20 20 23 25 29 29 24 37 31 106 20 2216 62
internal_value=0 1.16648e-05 -2.84015e-06 -0.00150352 1.69187e-05 2.59295e-06 1.95347e-05 0.00107713 0.00232183 -9.65047e-06 9.227e-06 -1.2176e-05 -0.00132056 1.31658e-05 -1.32539e-05 0.00143102 1.09047e-05 -1.43937e-05 -3.29248e-05 -0.00145548 -3.36806e-06 0.00133924 -3.18555e-05 -1.22631e-06 -2.95533e-05 -5.70869e-05 -0.000982812 -7.00472e-06 -3.67434e-05 -7.12534e-05
internal_weight=0 3098 3078 40 3038 3010 2979 80 52 2899 2868 2842 54 2788 2737 51 2709 2673 2653 54 2599 54 2545 2516 2492 2455 126 2329 2309 2278
internal_count=3121 3098 3078 40 3038 3010 2979 80 52 2899 2868 2842 54 2788 2737 51 2709 2673 2653 54 2599 54 2545 2516 2492 2455 126 2329 2309 2278
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=31
num_cat=0
split_feature=15 15 3 15 52 15 130 150 1208 1208 403 403 403 14 15 483 483 481 160 3 133 1374 12 15 43 2 12 4 12 159
split_gain=0.00540885 0.0129391 0.0103976 0.0117643 0.0137129 0.0114458 0.0103314 0.0210725 0.00889754 0.016493 0.0186319 0.0552093 0.0350023 0.00889221 0.00951769 0.0191688 0.0147949 0.0122438 0.0162841 0.030747 0.0244874 0.00932702 0.0122321 0.0469839 0.0816516 0.108832 0.0417438 0.0341249 0.0294385 0.0323376
threshold=0.11728000000000001 0.11461000000000002 -0.077104999999999993 0.11923500000000002 0.41423000000000004 0.14654000000000003 -0.22461999999999996 0.14500000000000005 0.11846000000000001 0.10383000000000002 -0.53960999999999981 -0.52800499999999995 -0.55683499999999986 0.096015000000000017 0.11171000000000002 -0.47356499999999996 -0.36538499999999996 -0.24133999999999997 0.11055500000000001 -0.076669999999999988 0.08653000000000001 -0.23605499999999999 0.083985000000000018 0.081070000000000017 -0.011694999999999999 0.083795000000000022 0.084405000000000022 -0.010024999999999997 0.083715000000000026 -0.22563499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 5 -5 -1 8 9 10 12 -12 -8 14 15 -13 -17 -18 21 20 -20 -19 23 28 -25 -26 27 -24 29 -23
right_child=2 -3 3 4 -6 -7 7 -9 -10 -11 11 13 -14 -15 -16 16 17 18 19 -21 -22 22 26 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0019220294647051821 -0.00090911040820892118 -0.0020977951280625956 0.0028297941933420525 0.0031999735237332062 -0.0015549256186932325 0.00043763468895728391 -0.00044421996440618277 0.0032428450856241396 0.0019029862383225312 -0.0022880133445141839 -0.0048168728225088369 -0.0028160842766131585 0.0045848967451602224 -0.0021005143201909961 0.0019199171987845779 0.0026665385175008507 0.0024666286050342026 0.0018798975049759501 0.0018498538703972695 -0.0036054714641068132 -0.0022729058004915714 -0.0034423338956772707 0.004985882987966761 0.0016056915381923319 -0.00046334791368281004 -0.01089558970881626 8.1096719995797152e-05 -0.0002797124709468335 -0.0034607142231761825 0.00014448853326607533
leaf_weight=28 38 30 27 20 25 60 31 20 24 32 24 24 25 20 26 21 20 27 34 36 25 26 32 25 20 20 1580 20 25 756
leaf_count=28 38 30 27 20 25 60 31 20 24 32 24 24 25 20 26 21 20 27 34 36 25 26 32 25 20 20 1580 20 25 756
internal_value=0 -3.1597e-05 0.000548486 0.000968097 0.000489375 0.00112822 -1.03762e-05 8.12583e-06 -1.43922e-05 -3.05442e-05 -4.90029e-06 -4.15269e-05 0.00180092 3.4681e-07 1.58114e-05 -2.58578e-06 2.27325e-05 1.74995e-06 -1.70229e-05 -0.00130236 0.000102922 3.12218e-05 1.1288e-05 -0.00029108 -0.00287748 -0.00567947 0.000172847 0.00296065 -8.27574e-05 2.52336e-05
internal_weight=0 2951 170 132 105 80 2921 2893 2873 2849 2817 2761 56 2737 2717 2691 2667 2646 2626 95 59 2531 2504 872 65 40 1632 52 807 782
internal_count=3121 2951 170 132 105 80 2921 2893 2873 2849 2817 2761 56 2737 2717 2691 2667 2646 2626 95 59 2531 2504 872 65 40 1632 52 807 782
is_linear=0
shrinkage=0.1


Tree=926
num_leaves=31
num_cat=0
split_feature=1208 1208 1210 1209 15 42 12 2 42 2 15 12 42 401 43 401 1210 402 12 403 128 128 128 133 13 13 13 1213 52 1212
split_gain=0.00501144 0.0310707 0.030233 0.00806296 0.00607351 0.0136576 0.0144629 0.0156652 0.0130073 0.012199 0.0112661 0.0100329 0.0262419 0.00845319 0.0235719 0.020022 0.0120888 0.0132387 0.0160038 0.0116074 0.00980155 0.0184479 0.014109 0.0113787 0.0276092 0.0282203 0.0397025 0.0201794 0.0183579 0.0147287
threshold=0.10233500000000001 0.086590000000000014 -0.00046999999999999993 -0.093169999999999989 0.11728000000000001 0.09796500000000001 0.094580000000000011 0.092480000000000021 -0.042239999999999993 0.13754500000000003 0.11461000000000002 0.22926500000000002 0.14766000000000004 0.11655000000000001 -0.0090299999999999981 0.11061500000000002 0.0028200000000000005 0.11174500000000002 0.089150000000000021 -0.5335399999999999 0.11976500000000002 0.11059000000000001 0.10692000000000002 -0.14757499999999998 -0.011914999999999999 -0.039649999999999998 -0.052719999999999996 -0.14366999999999999 0.089325000000000015 -0.087464999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 10 6 7 -6 -8 -7 11 12 13 15 -15 16 17 19 -19 -5 21 22 23 24 25 26 -21 -25 -26 -29
right_child=2 -3 -4 4 5 9 8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 -23 -24 27 28 -27 -28 29 -30 -31
leaf_value=0.0020116702537052336 0.0039700181062688076 -0.0036018267159912891 -0.0007155854773191095 0.0018412025701442928 0.0028304669233039023 0.0032806297555437376 0.00032360758748836818 -0.00030423192550766879 -0.0032000296474011107 0.00032686801159461206 -0.0020331971181024398 0.0020626650475289508 -0.0032598377112299202 0.00084498330252245077 -0.0033336137197221873 0.0028361510159447788 0.0022273777809459715 -0.0029596685015624673 0.0004765799967572093 0.0014627403502566489 0.0018094599945470691 -0.0025920809692511933 0.0026344202277687146 -0.0032626090449775803 0.0002233345217642967 0.0041239163068045549 -0.0033775106305256489 -0.0020241746262304092 -0.0031282313454609649 -3.8600636935494096e-05
leaf_weight=20 21 24 40 34 25 29 20 44 22 27 28 23 25 27 27 25 24 33 23 111 29 28 20 20 44 30 20 38 26 2214
leaf_count=20 21 24 40 34 25 29 20 44 22 27 28 23 25 27 27 25 24 33 23 111 29 28 20 20 44 30 20 38 26 2214
internal_value=0 -1.78912e-05 0.000897491 1.04404e-05 -2.8304e-06 0.000583297 -5.90363e-05 0.000831529 -0.00152211 0.00185649 -3.71875e-05 -1.7376e-05 -3.44742e-05 -5.39596e-06 -0.00124432 1.92093e-05 -6.93161e-06 -2.70153e-05 -0.00154835 5.57647e-06 -1.86139e-05 -3.93957e-05 -1.10662e-05 -3.22047e-05 0.000636468 0.00135734 0.000723771 -0.00010019 -0.00102153 -7.2105e-05
internal_weight=0 3060 61 3036 3016 167 111 69 42 56 2849 2821 2798 2773 54 2719 2694 2670 56 2614 2580 2551 2523 2503 231 161 131 2272 70 2252
internal_count=3121 3060 61 3036 3016 167 111 69 42 56 2849 2821 2798 2773 54 2719 2694 2670 56 2614 2580 2551 2523 2503 231 161 131 2272 70 2252
is_linear=0
shrinkage=0.1


Tree=927
num_leaves=31
num_cat=0
split_feature=3 11 104 33 120 150 2 10 9 376 30 106 34 2 1 2 3 39 2 4 4 0 2 147 1205 401 160 2 3 2
split_gain=0.00519264 0.00803488 0.00839568 0.00679886 0.00856336 0.0134838 0.0108143 0.0204571 0.0103026 0.00998109 0.0121051 0.0237415 0.0199302 0.0108395 0.00766136 0.0113955 0.0265639 0.0147323 0.0112514 0.0111693 0.0218527 0.0189512 0.018503 0.0172221 0.0165847 0.0150559 0.013543 0.0125058 0.100205 0.0543747
threshold=0.63141500000000017 -0.072629999999999986 0.079665000000000014 -0.044254999999999996 0.09852000000000001 0.14582500000000004 0.31358000000000003 -0.094984999999999986 0.092235000000000011 -0.11750499999999998 0.085875000000000021 0.088100000000000012 -1.0000000180025095e-35 -0.0091949999999999983 0.14804000000000003 0.14122000000000004 -0.013929999999999998 0.11365500000000002 0.13754500000000003 0.42051500000000003 0.41379000000000005 -0.24955499999999997 0.12992500000000004 0.094075000000000006 0.09993500000000001 0.13729500000000003 -0.013084999999999998 0.083935000000000023 0.0051600000000000005 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 9 -9 12 -12 -11 -14 15 17 -17 18 19 20 21 -15 23 24 25 27 -21 28 -23 -29
right_child=-2 2 -4 4 -6 -7 -8 8 -10 10 11 -13 13 14 -16 16 -18 -19 -20 26 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0020089892600663006 -0.0014970080380368493 0.0018507825175765901 -0.0018269695285707715 -0.0024953997231822352 -0.002011391650220113 0.0025400793323309963 0.0021572913235539328 0.0020639091294825727 0.0018217313854444412 0.0030666330274904058 -0.0039797363538210369 0.00078075913421344018 -0.0020195385932715404 0.0028613403965921506 -0.0019090564532061331 -0.00077174544358291693 0.0027759309855869304 -0.0026050144695380535 -0.0023695137794129554 -9.4120037910114555e-05 -0.003235263386297794 -0.00016567850232208098 0.0024059124474954466 -0.0029749789228662848 -0.0028967014327645306 0.0027271609450690449 0.0026888977393836663 0.005049211233430966 -0.0068867786584988896 4.6894830613949083e-05
leaf_weight=20 23 20 25 33 21 21 23 23 31 21 22 20 27 23 21 39 46 22 20 36 21 624 31 20 20 20 34 22 23 1769
leaf_count=20 23 20 25 33 21 21 23 23 31 21 22 20 27 23 21 39 46 22 20 36 21 624 31 20 20 20 34 22 23 1769
internal_value=0 1.1114e-05 -1.86765e-06 1.30775e-05 9.59429e-07 1.49898e-05 -2.73905e-06 -1.94778e-05 8.36048e-06 -1.09971e-05 -2.75618e-05 -0.00171283 -2.63e-06 -2.55024e-05 -6.21223e-06 8.21367e-06 0.00114817 -2.78744e-05 -6.58377e-06 1.12969e-05 -2.26104e-05 3.82603e-06 -2.21616e-05 -5.22939e-05 -2.87048e-05 -5.36878e-06 0.00125763 -2.77849e-05 -0.000404605 0.000108341
internal_weight=0 3098 3078 3053 3033 3012 2991 2968 2935 2904 2881 42 2839 2818 2791 2770 85 2685 2663 2643 2573 2552 2529 2498 2478 2458 70 2438 647 1791
internal_count=3121 3098 3078 3053 3033 3012 2991 2968 2935 2904 2881 42 2839 2818 2791 2770 85 2685 2663 2643 2573 2552 2529 2498 2478 2458 70 2438 647 1791
is_linear=0
shrinkage=0.1


Tree=928
num_leaves=31
num_cat=0
split_feature=48 147 147 1348 0 147 447 148 14 16 42 16 12 40 13 49 49 133 1 16 15 4 49 40 150 0 1 1372 457 3
split_gain=0.00557164 0.0119816 0.00825544 0.00805708 0.018751 0.00929448 0.0194322 0.0150616 0.0108202 0.0107772 0.0207208 0.0137798 0.0105786 0.0166202 0.0364219 0.0123596 0.0137298 0.0313268 0.0227194 0.054072 0.0397729 0.0222567 0.017515 0.0137229 0.0188986 0.0124047 0.0331789 0.016094 0.0230979 0.018886
threshold=-0.14001 0.11204500000000002 0.096265000000000003 -1.0000000180025095e-35 -0.26343999999999995 0.088520000000000015 0.089595000000000022 -0.081219999999999987 0.096015000000000017 -0.54165499999999989 0.08511500000000001 -0.52595999999999987 0.22926500000000002 -0.085774999999999976 -0.012549999999999997 -0.23360999999999996 -0.069799999999999987 0.087035000000000015 0.090475000000000014 -0.089669999999999986 -0.08730499999999998 0.0012600000000000003 -0.058769999999999996 -0.082074999999999995 -0.099594999999999975 -0.17169499999999996 0.111945 -0.065504999999999994 -0.098834999999999992 -0.081054999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 -6 9 10 -9 -11 13 14 -13 -15 17 18 -17 -20 -21 -19 -18 -24 -25 26 -26 -27 -29 -30
right_child=1 -3 -4 4 5 6 -8 8 -10 11 -12 12 -14 15 -16 16 22 21 19 20 -22 -23 23 24 25 27 -28 28 29 -31
leaf_value=0.0013127398451615591 -0.0019221867180683396 -0.002394087985157967 0.0014873804282271178 0.0028428583628619494 0.0019498014537277461 -0.0037564681097865108 0.00055037388387559484 -0.00031730352159313582 -0.002290217276839983 -0.0023743241094052792 0.003929436392791104 0.00087651148102546963 0.0021680617154660551 -0.0023094885666227051 -0.0046327139367349449 0.00026378576556545586 -0.002734109865074667 -0.003511072696419433 0.0070122617319048871 -0.0017230659792268719 0.0034884366086771479 0.00096453160746023069 0.0023114474283065646 -0.0024968018115032464 0.0038835082065176081 -0.0025181174063338683 -0.0014903088845312597 0.0033674710520426743 0.00022508431705256586 -0.00034353456211462914
leaf_weight=32 22 21 37 23 39 20 22 27 21 25 20 24 22 23 24 79 24 25 21 27 32 20 25 31 27 26 20 20 1228 1114
leaf_count=32 22 21 37 23 39 20 22 27 21 25 20 24 22 23 24 79 24 25 21 27 32 20 25 31 27 26 20 20 1228 1114
internal_value=0 -1.35991e-05 2.69497e-06 -1.54289e-05 -1.4878e-06 -2.33967e-05 -0.0015005 -2.32384e-06 -2.85314e-05 -1.20628e-05 0.00148982 -3.69442e-05 -1.61638e-05 -3.33871e-05 -0.0018781 -1.09446e-06 1.84322e-05 0.000807439 0.00146669 0.00265456 0.00110351 -0.00152192 -4.55667e-05 -1.96635e-05 -4.3296e-05 -1.20604e-05 0.00159678 -4.37251e-05 -1.6488e-05 -4.5386e-05
internal_weight=0 3089 3068 3031 3009 2986 42 2944 2905 2884 47 2837 2812 2790 48 2742 2719 204 159 80 59 45 2515 2491 2466 2435 47 2388 2362 2342
internal_count=3121 3089 3068 3031 3009 2986 42 2944 2905 2884 47 2837 2812 2790 48 2742 2719 204 159 80 59 45 2515 2491 2466 2435 47 2388 2362 2342
is_linear=0
shrinkage=0.1


Tree=929
num_leaves=31
num_cat=0
split_feature=473 157 11 11 11 2 399 1201 398 400 133 1211 393 132 1204 13 393 130 130 130 399 131 42 131 15 2 1 2 402 45
split_gain=0.0051519 0.0071292 0.0070144 0.0279604 0.0194231 0.01493 0.013603 0.0111669 0.0098912 0.0141733 0.0116823 0.0108237 0.00982671 0.0271834 0.0132625 0.0164342 0.00983811 0.0119249 0.0212017 0.0117702 0.0101726 0.00967571 0.0167699 0.0154351 0.0220369 0.0234632 0.0155223 0.0147512 0.0146861 0.011219
threshold=-0.23352999999999996 0.42235000000000006 0.08976000000000002 0.095165000000000013 0.086080000000000018 0.10559 -0.087854999999999989 -0.072239999999999985 0.10586000000000002 0.10361500000000003 -0.46007999999999999 0.085535000000000014 0.10358500000000001 -0.083284999999999984 -0.066239999999999979 -0.0090849999999999976 0.087760000000000019 -0.082549999999999985 -0.22461999999999996 -0.050984999999999996 0.08759500000000002 0.11697 0.096035000000000023 0.10258000000000002 0.084195000000000006 0.082850000000000021 0.15799000000000005 0.093320000000000014 0.27918000000000004 0.10526500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -5 -2 -8 9 10 11 -9 14 -14 15 -12 17 18 -16 -19 21 23 27 26 25 -25 28 -23 29 -21
right_child=1 -3 3 5 -6 -7 7 8 -10 -11 12 -13 13 -15 16 -17 -18 19 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.001599826299934648 0.0019360388055954698 -0.001804072985594923 0.0041698217485100037 -0.0014490478470720151 -0.0023655892579608918 0.0014765909929392916 -0.0021679443278117107 0.0029269844349563267 0.0017746981330997041 -0.0023918201327323917 -0.00025210133376153741 -0.00012541113288274834 0.0033404152610361755 -0.00069935929560516446 -0.00070515466997256651 -0.0037034423754614015 -0.0017660852390690707 -0.0023371296077543363 0.0031393273682624569 -4.2098785184710628e-05 0.002079414174406101 -0.0020065539516508578 0.0034102123855105182 -0.0024625451486233788 -0.0034123994156922861 0.0018480316184910147 -0.0024035552883072309 0.0014995415741577746 0.0022443329915404321 0.0021775180635892825
leaf_weight=20 36 22 20 37 35 33 24 26 31 25 37 21 31 36 26 22 32 22 32 2295 23 20 22 23 33 28 27 30 29 23
leaf_count=20 36 22 20 37 35 33 24 26 31 25 37 21 31 36 26 22 32 22 32 2295 23 20 22 23 33 28 27 30 29 23
internal_value=0 -1.03181e-05 2.49857e-06 0.000872324 -2.36922e-05 -6.98181e-05 4.05537e-06 -1.97799e-05 -1.96516e-06 -2.12025e-05 -3.19699e-07 0.00156315 -2.66483e-05 0.00116979 -5.60761e-05 -0.00153904 -2.32449e-05 -2.06342e-06 0.00141594 -3.40029e-05 -1.41561e-05 -3.31886e-05 0.00110944 -6.66587e-05 -0.00139884 -9.5954e-05 -1.95215e-05 9.71034e-05 7.9045e-06 -2.0075e-05
internal_weight=0 3101 3079 90 2989 70 2954 2918 2894 2863 2838 47 2791 67 2724 59 2665 2633 58 2575 2553 2530 72 2458 84 51 2374 50 2347 2318
internal_count=3121 3101 3079 90 2989 70 2954 2918 2894 2863 2838 47 2791 67 2724 59 2665 2633 58 2575 2553 2530 72 2458 84 51 2374 50 2347 2318
is_linear=0
shrinkage=0.1


Tree=930
num_leaves=31
num_cat=0
split_feature=1204 1 0 1204 2 133 1204 3 3 13 0 47 3 129 483 129 52 1 43 52 15 52 16 43 133 52 52 2 3 0
split_gain=0.00534582 0.0233724 0.0306751 0.0254346 0.0523593 0.0505293 0.0194849 0.00688484 0.0202733 0.0457465 0.0267115 0.0180012 0.0190584 0.0363479 0.0218434 0.0176002 0.0161463 0.0442233 0.0331097 0.0256124 0.0132387 0.0572388 0.0434499 0.0216023 0.014217 0.012989 0.0140513 0.0132623 0.0165753 0.0296564
threshold=-0.079179999999999987 0.077565000000000009 -0.082284999999999983 -0.082759999999999986 0.086000000000000007 -0.012979999999999998 -0.0030749999999999996 -0.092644999999999991 -0.088784999999999989 0.0036400000000000004 -0.085754999999999984 0.11114000000000002 -0.096099999999999977 0.086095000000000019 -0.095084999999999989 0.088990000000000014 0.10611000000000001 0.081670000000000006 0.0047850000000000011 -0.013374999999999998 0.084195000000000006 0.039215000000000007 -0.080344999999999986 -0.34140499999999996 0.0068000000000000014 -0.56022499999999986 -0.5425549999999999 0.10855000000000002 -0.13309499999999996 0.010870000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -2 11 9 10 -9 12 14 -14 -8 -12 18 -18 20 -20 21 24 23 -22 25 -16 -27 28 29 -28
right_child=6 2 -4 -5 -6 -7 7 8 -10 -11 15 -13 13 -15 16 -17 17 -19 19 -21 22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0033021007686329542 0.0022499868147767698 -0.0052871942342746824 0.00011783834613327469 -0.0024702491566400836 0.0044844789137453616 0.0030107395679113413 -0.002991237727655971 -0.0028686226207104608 -6.6868999032796797e-06 -0.0051466745920479302 -0.00054402865003794437 -0.0022513432840171915 0.0045355320970217388 -0.00074835174271593928 -0.0010056507697892051 0.0027980340623449031 -0.0036087214400388557 0.0017945205875938492 0.00023393582593163721 0.0045297076533149403 -0.00072654895373575751 0.0052578709941978261 0.0013500940424147185 -0.0051626637335056846 -0.0015156809781369386 0.0030790171514336884 0.00038303096791625856 -0.0014795218218261233 -0.00088158463310849448 0.0051857497682794929
leaf_weight=32 39 21 21 27 29 21 20 29 2257 25 40 26 30 23 43 26 33 28 23 35 21 24 46 23 43 26 36 26 28 20
leaf_count=32 39 21 21 27 29 21 20 29 2257 25 40 26 30 23 43 26 33 28 23 35 21 24 46 23 43 26 36 26 28 20
internal_value=0 -0.000580431 -0.00258468 0.000191848 0.00106839 -0.000800787 2.95101e-05 -3.56434e-08 -7.40267e-05 -0.00134058 -0.000338972 0.000317431 0.000443924 0.00224253 0.000243238 0.000772542 0.000385413 -0.00112854 0.000619807 0.00282621 0.00023894 0.000618611 -0.000798827 -0.00304543 0.000117069 0.000509294 0.000988284 0.000494111 0.001105 0.00209829
internal_weight=0 151 42 109 82 53 2970 2931 2377 120 95 554 528 53 475 66 455 61 394 58 336 246 90 44 222 179 136 110 84 56
internal_count=3121 151 42 109 82 53 2970 2931 2377 120 95 554 528 53 475 66 455 61 394 58 336 246 90 44 222 179 136 110 84 56
is_linear=0
shrinkage=0.1


Tree=931
num_leaves=31
num_cat=0
split_feature=295 106 34 34 11 120 42 1205 401 2 1 2 399 1452 0 1208 1209 1456 155 12 12 3 47 13 12 131 0 12 1447 12
split_gain=0.00514656 0.0184513 0.0123147 0.0374313 0.0186303 0.00675152 0.0141856 0.0133975 0.00684533 0.00781101 0.037101 0.0369094 0.0254286 0.0226255 0.0240288 0.0214402 0.0914459 0.0176915 0.017307 0.0165562 0.0367887 0.0319958 0.0286444 0.0283827 0.0356745 0.0276044 0.0274043 0.024906 0.041568 0.0373356
threshold=0.084575000000000011 0.087515000000000009 -0.085644999999999985 -0.057544999999999992 -1.0000000180025095e-35 0.093680000000000013 0.15665000000000004 0.09993500000000001 0.13729500000000003 1.0000000180025095e-35 0.085605000000000014 0.080205000000000012 -0.090259999999999993 0.11609000000000001 -0.26609999999999995 0.10233500000000001 -0.051604999999999991 -0.083354999999999999 0.099270000000000011 0.088615000000000013 0.087445000000000009 -0.13309499999999996 0.10648500000000001 -0.086919999999999983 -0.07983999999999998 0.11767000000000001 -0.065229999999999996 0.089300000000000004 -0.010529999999999999 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 8 9 10 -6 -11 -13 14 -14 16 -12 -18 19 20 22 -21 23 -19 -25 26 27 -23 -29 -30
right_child=-2 -3 3 4 5 -7 -8 -9 -10 11 15 12 13 -15 -16 -17 17 18 -20 21 -22 25 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0018466838671075594 -0.0013034679172172522 0.0028983533424748621 0.0040326298052526036 -0.0029163043914278122 -0.0036894931112446136 -0.001740931839396415 0.0022575668871078441 -0.0025833422970026731 0.001695595428645902 0.0038305051177023697 -0.0068953857757151132 -0.0035087480465881525 -0.0031050906904662653 0.0033398075849704802 7.6314492558169437e-05 0.0029984358714760413 0.0028369361701022304 0.0020120361174728414 0.0026868027950903133 0.0032217915914952754 0.00317049027738593 -0.0039998510973932953 0.0030684778688564191 -0.0055602726666256789 -0.00065151101096712967 0.0022794386835303156 -0.004156805865932256 0.0038081212888937442 -0.003123443103636262 -0.00014660653813463158
leaf_weight=36 30 22 23 22 31 22 28 20 24 26 20 20 24 21 2198 21 21 24 21 20 41 23 21 20 57 25 28 20 58 154
leaf_count=36 30 22 23 22 31 22 28 20 24 26 20 20 24 21 2198 21 21 24 21 20 41 23 21 20 57 25 28 20 58 154
internal_value=0 1.26509e-05 -8.0351e-06 1.37886e-05 -1.69201e-05 4.42741e-06 1.73734e-05 -3.97627e-06 1.37027e-05 -2.45238e-07 -0.000319803 8.42163e-05 4.11746e-05 7.28279e-05 4.19519e-05 -0.000137816 -0.000256915 -7.81629e-06 -0.000124496 -0.000244734 0.00057899 -0.000654085 -0.000291924 -0.000990621 -0.00192651 -0.000905766 -0.00118714 -0.000861064 -0.000549891 -0.000961024
internal_weight=0 3091 3069 3033 3010 2988 2966 2938 2918 2894 605 2289 2263 2243 2222 574 553 533 512 491 163 328 122 101 77 308 283 255 232 212
internal_count=3121 3091 3069 3033 3010 2988 2966 2938 2918 2894 605 2289 2263 2243 2222 574 553 533 512 491 163 328 122 101 77 308 283 255 232 212
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=31
num_cat=0
split_feature=151 151 1373 1373 151 1374 1374 457 49 150 160 150 448 447 448 0 49 48 150 2 13 4 0 49 15 42 160 16 456 43
split_gain=0.0050341 0.00723923 0.00578945 0.0234882 0.0196269 0.0113326 0.00704066 0.00690863 0.0176759 0.0112783 0.0141079 0.0110963 0.0162045 0.0122549 0.0109494 0.0101362 0.00868197 0.0247584 0.0364437 0.0169872 0.0155076 0.0117659 0.0239038 0.0115022 0.0213338 0.0313112 0.0216852 0.0224531 0.0172794 0.0164182
threshold=-0.5666199999999999 -0.5145249999999999 1.0000000180025095e-35 0.086880000000000013 -0.08317999999999999 -0.41674499999999998 -0.08070999999999999 0.10487 -0.052259999999999994 0.12187000000000002 -0.074254999999999988 0.11117000000000002 -0.067634999999999987 0.088125000000000023 -0.08705499999999998 -0.24955499999999997 -0.082254999999999981 0.086425000000000016 0.084495000000000015 0.11293500000000002 -0.0095349999999999983 -0.011209999999999999 -0.033209999999999996 -0.008964999999999999 -0.094329999999999983 0.084050000000000014 0.098320000000000005 -0.08231999999999999 0.088285000000000016 -0.084999999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 -3 -7 9 -9 11 -11 13 -13 14 -8 -16 17 18 20 21 -17 22 -19 24 25 -18 27 -26 -25 -29
right_child=1 2 3 4 -6 6 7 8 -10 10 -12 12 -14 -15 15 16 23 19 -20 -21 -22 -23 -24 28 26 -27 -28 29 -30 -31
leaf_value=0.0015430692073312544 -0.0015830091634315665 -0.0023324975322577216 0.0035367266831757582 -0.0026691596711143142 0.0012415513586760923 0.0018232870278769128 -0.002237008733738383 0.00076383956863234443 -0.0033391106474612445 -0.00015931783584944374 0.0035517425194848333 0.00012545503693847703 -0.0036093726266352905 0.0020876343262248805 0.0022458578180521729 -0.0011346965810375739 -0.0054222783772274854 0.0019245825707912446 0.0044050538378274618 0.0018227014986967498 0.0022478621189846943 -0.003407997042959323 -0.0028467411552334115 -3.1620224320104008e-05 0.0029655302861808907 -0.00019937311687196293 -0.0028353368378399562 -0.0022950182070157359 0.0026650516942027026 0.00089625545124841959
leaf_weight=21 29 21 23 21 33 21 22 21 21 21 20 26 21 28 20 33 22 21 34 22 23 20 21 2391 27 24 24 28 24 38
leaf_count=21 29 21 23 21 33 21 22 21 21 21 20 26 21 28 20 33 22 21 34 22 23 20 21 2391 27 24 24 28 24 38
internal_value=0 -1.0453e-05 4.39688e-06 0.000860566 -0.000279281 -1.76222e-05 -1.27087e-06 -1.42504e-05 -0.00128764 4.12831e-06 0.00165096 -1.9406e-05 -0.0015433 5.9742e-06 -1.48871e-05 2.74878e-06 -1.35529e-05 0.000670125 0.00182253 -0.000564593 0.000254569 -0.0014117 -0.000461079 -5.96972e-05 -0.00087274 -0.00269728 -0.000155398 0.000536199 -4.821e-06 -0.000457618
internal_weight=0 3100 3071 77 54 2994 2973 2952 42 2910 41 2869 47 2822 2794 2772 2752 174 90 84 56 62 42 2578 163 46 117 93 2415 66
internal_count=3121 3100 3071 77 54 2994 2973 2952 42 2910 41 2869 47 2822 2794 2772 2752 174 90 84 56 62 42 2578 163 46 117 93 2415 66
is_linear=0
shrinkage=0.1


Tree=933
num_leaves=31
num_cat=0
split_feature=12 120 15 33 295 106 9 49 1374 1374 1365 1375 457 1375 1429 150 49 49 44 1 472 1425 1426 3 3 403 1209 403 42 3
split_gain=0.00520571 0.0127163 0.00792337 0.00775528 0.00790264 0.0167378 0.0129863 0.00769147 0.00686323 0.0188324 0.0118903 0.018 0.0137482 0.0198388 0.0805874 0.00940451 0.00818298 0.0139852 0.010989 0.0190063 0.0135707 0.0122243 0.0144501 0.0130541 0.0519126 0.0398511 0.0380302 0.0216346 0.0331823 0.0196693
threshold=0.23631000000000002 0.091385000000000008 0.23208000000000004 -0.012019999999999998 0.084000000000000005 0.085275000000000004 -1.0000000180025095e-35 -0.18481499999999998 0.08926000000000002 0.086000000000000007 0.088010000000000019 0.089070000000000024 0.41269500000000009 -0.090674999999999992 0.083810000000000009 0.090480000000000019 0.27293500000000009 0.15266500000000002 0.099360000000000018 0.15170500000000001 1.0000000180025095e-35 0.10034500000000002 0.069770000000000013 -0.082234999999999989 -0.082334999999999978 -0.53762499999999991 -0.088289999999999993 -0.41825499999999993 0.09832500000000001 -0.082094999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 9 10 11 12 13 14 -9 -10 17 18 19 20 21 22 23 24 26 -25 -15 28 -27 -29
right_child=-2 -3 -4 4 -6 -7 7 8 15 -11 -12 -13 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 27 -28 29 -30 -31
leaf_value=-0.0017079916379535228 -0.0014988911277412074 0.0023040298566532631 0.0018423260556554178 -0.001952562505089993 -0.0014995567972904871 0.0026420672637565683 -0.0015537098038616787 0.0014632000661679611 -0.0022805194639173958 0.0030357406696393378 0.0024595807073637846 -0.0027142252889461819 0.0024192371546329621 0.0043833769192653041 -0.0068479333599680108 0.00022341159133551023 -0.0015138640689353149 0.0024736212624702604 -0.0022297074818717583 0.002706476190791431 0.0023581692371517421 -0.0019897894157717626 0.002592433600776448 -0.0038594962306449129 0.0048667535268274754 0.0050734304718207572 8.8093969647067146e-05 -0.0030962647333660203 4.1197165908095868e-05 -0.00014506204125538911
leaf_weight=27 23 24 23 34 35 24 31 28 30 21 20 24 24 21 20 30 33 24 21 27 25 30 22 29 24 20 1119 23 38 1247
leaf_count=27 23 24 23 34 35 24 31 28 30 21 20 24 24 21 20 30 33 24 21 27 25 30 22 29 24 20 1119 23 38 1247
internal_value=0 1.1128e-05 -6.77366e-06 -2.07131e-05 -5.64813e-06 1.18449e-05 -9.44522e-06 1.30952e-05 2.98438e-05 5.22043e-05 2.99786e-05 1.26181e-05 3.62016e-05 1.54118e-05 -0.00199977 -0.00102855 5.11975e-05 7.0541e-05 4.87443e-05 6.69719e-05 3.95406e-05 1.70122e-05 4.06866e-05 1.84183e-05 0.000264115 -0.000192334 0.000167218 -0.000112253 0.00177645 -0.000198509
internal_weight=0 3098 3074 3051 3024 2989 2965 2931 2900 2840 2819 2799 2775 2751 48 60 2703 2670 2646 2625 2598 2573 2543 2521 1164 1357 1140 1328 58 1270
internal_count=3121 3098 3074 3051 3024 2989 2965 2931 2900 2840 2819 2799 2775 2751 48 60 2703 2670 2646 2625 2598 2573 2543 2521 1164 1357 1140 1328 58 1270
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=31
num_cat=0
split_feature=1210 12 43 1208 402 1208 43 1375 43 1375 34 2 156 156 52 15 42 4 12 50 3 3 50 482 484 3 160 159 0 0
split_gain=0.00525423 0.0397689 0.039676 0.017555 0.0179249 0.0564858 0.0063103 0.0392268 0.0277389 0.0232214 0.0204053 0.0248512 0.0326504 0.0265561 0.0382478 0.0344163 0.0320286 0.0415947 0.0391591 0.0278684 0.0191 0.0255466 0.0183678 0.0372213 0.0362087 0.0338671 0.0289464 0.0368223 0.0262865 0.0370087
threshold=0.0028200000000000005 0.097145000000000023 -0.036954999999999995 0.10480500000000002 0.2506000000000001 1.0000000180025095e-35 -0.082389999999999977 -0.15308499999999997 -0.082144999999999982 -0.081379999999999994 -0.085739999999999983 0.085785000000000014 0.089300000000000004 0.082605000000000026 -0.14813999999999997 -0.095869999999999983 0.086555000000000007 -0.014149999999999998 0.084735000000000019 0.085685000000000011 -0.011549999999999998 -0.020429999999999997 0.11375500000000001 0.098465000000000011 0.085515000000000022 -0.084964999999999985 -0.020569999999999995 -0.032739999999999991 -0.068189999999999987 -0.07847999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 -1 -8 -9 -11 12 13 14 -12 -16 17 18 -17 -20 21 22 23 24 26 -26 27 -13 29 -28
right_child=1 -3 -4 -5 -6 -7 8 9 -10 10 11 20 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0041238302220590415 -0.0011286904019388285 -0.0028063293165442619 0.0042907670436293953 -0.002902199806357246 -0.0024330848614530017 0.0053201195807196199 -0.003634975602934984 -0.0031026708300818098 -6.5795209035728169e-05 -0.002618611376208719 0.0040236127512479156 0.00086608696534919236 0.0048951374477751199 -0.0026139632100239396 0.0035689012577018609 0.0032822592002339662 0.0024501063935035332 -0.0045784547241335257 -0.004441094961948693 0.00052406395194478912 -0.0030597748700529337 0.0035203191940672697 0.0018939885151822392 -0.0045337151014246046 0.0001857691634170435 0.0056150331185199319 3.6073286043431026e-05 -0.0039842081204470668 0.0017193627807853828 -0.0033825476482314504
leaf_weight=25 22 22 35 21 30 20 22 22 2126 25 37 24 21 21 29 25 33 26 20 26 21 20 41 20 27 20 190 45 67 38
leaf_count=25 22 22 35 21 30 20 22 22 2126 25 37 24 21 21 29 25 33 26 20 26 21 20 41 20 27 20 190 45 67 38
internal_value=0 0.000805144 0.00219905 -2.09094e-05 -8.80573e-07 2.35147e-05 -1.21407e-05 0.000223305 -0.000102351 0.000101108 0.000191937 0.000285497 0.00113004 0.00076568 0.00112778 0.000453912 -0.00024097 -0.00115649 9.66231e-05 -0.0016347 -0.00010632 1.97422e-05 -0.000128587 -0.00032099 -0.000115991 0.00249609 -0.000453266 -0.00229715 -2.1985e-05 -0.000533697
internal_weight=0 79 57 3042 3021 2991 2971 823 2148 798 776 751 238 217 196 159 130 97 71 46 513 492 472 431 411 47 364 69 295 228
internal_count=3121 79 57 3042 3021 2991 2971 823 2148 798 776 751 238 217 196 159 130 97 71 46 513 492 472 431 411 47 364 69 295 228
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=31
num_cat=0
split_feature=1208 1209 16 16 1208 131 400 0 1203 132 132 1204 0 3 2 132 132 1201 1204 1209 15 52 43 2 1455 133 15 13 16 52
split_gain=0.00492929 0.0352103 0.0246504 0.0334097 0.00658929 0.00551908 0.00848637 0.028653 0.00818166 0.0115688 0.0263392 0.0208541 0.0178779 0.0249143 0.017659 0.0147635 0.0107165 0.00895026 0.00901059 0.0114699 0.0261335 0.00870809 0.0447038 0.0464721 0.0447823 0.02889 0.0726644 0.115487 0.0339068 0.0482176
threshold=0.099975000000000008 -0.094304999999999986 -0.079734999999999986 -0.071854999999999988 1.0000000180025095e-35 0.13857500000000003 -0.090784999999999991 -0.082184999999999994 -0.093454999999999996 -0.084389999999999979 -0.092064999999999994 -0.084699999999999984 -0.073309999999999986 -0.059315 0.087545000000000026 -0.078039999999999984 -0.020824999999999996 -0.080364999999999978 -0.064464999999999981 0.087170000000000011 0.085465000000000013 0.0031350000000000002 -0.011694999999999999 0.081135000000000013 0.092615000000000017 -0.010614999999999998 0.081070000000000017 -0.084034999999999985 -0.0083599999999999976 0.14295500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 7 -3 -8 10 12 -12 13 14 -10 -11 -17 -18 -19 21 -21 -20 -23 -24 25 -25 28 -28 29 -27
right_child=2 4 3 -5 -6 -7 8 -9 9 15 11 -13 -14 -15 -16 16 17 18 19 20 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.0039160845527911317 0.0036768874225561465 0.0034609928132600283 -0.0034921101992949847 0.0020963410778558288 0.0016975415890793438 -0.0016170035205071882 0.0020028814231045542 -0.0011967330919578673 0.0013748282939195634 0.0021911911206364994 -0.00077593157263999325 -0.0052325102101479261 -0.0023974873161373231 0.0028225923012769275 -0.0021262326640734339 -0.0019858409034053761 0.0020727757220378239 -0.0018173549558182626 0.00012730545210078197 -0.00081724917346780949 0.0040569374665871943 0.00034339401855484035 -0.0047783057100699109 -4.5263310957413319e-05 0.0037377824245985337 0.0032588605558322298 -0.010718765147030355 -0.0019443130066307884 -0.0028566664535432094 -0.0020984662795464309
leaf_weight=23 21 28 20 23 23 21 20 25 25 31 21 21 26 32 34 27 21 27 1682 22 22 532 31 161 21 42 20 60 31 28
leaf_count=23 21 28 20 23 23 21 20 25 25 31 21 21 26 32 34 27 21 27 1682 22 22 532 31 161 21 42 20 60 31 28
internal_value=0 -1.81839e-05 0.000868567 -0.000502939 1.13651e-05 -1.51505e-06 9.83119e-06 0.00126395 -1.28002e-05 -2.66204e-05 -0.000856039 -0.00300422 -8.48968e-05 0.000575843 -0.000642732 2.11959e-05 -3.47215e-06 1.63515e-05 2.31748e-07 1.87366e-05 0.00161984 -8.27596e-06 -0.000254548 -0.00106192 -0.000744544 -0.00101977 -0.00188661 -0.00413793 -0.000103382 0.00111593
internal_weight=0 3057 64 43 3034 3011 2990 53 2937 2917 159 42 117 91 59 2758 2727 2700 2679 2652 44 2608 926 394 363 342 181 80 101 70
internal_count=3121 3057 64 43 3034 3011 2990 53 2937 2917 159 42 117 91 59 2758 2727 2700 2679 2652 44 2608 926 394 363 342 181 80 101 70
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=31
num_cat=0
split_feature=375 1454 159 43 484 483 482 1451 159 51 2 152 1455 12 4 158 159 52 1455 16 12 50 42 129 399 481 1446 1456 1447 42
split_gain=0.00497497 0.00650339 0.0272406 0.0589501 0.0276426 0.00912048 0.00993264 0.00968082 0.0156811 0.0147028 0.067805 0.0203989 0.0149086 0.0329407 0.0454244 0.0264308 0.0230971 0.0161468 0.0100459 0.0219637 0.0179708 0.0124324 0.0128915 0.038065 0.0134053 0.0108177 0.0475071 0.0153889 0.0147917 0.0206117
threshold=0.089550000000000018 0.095590000000000022 -0.020314999999999996 -0.064334999999999989 -0.066214999999999982 -0.46297999999999995 -0.223575 0.089825000000000002 0.16394500000000004 -0.43587999999999999 0.10060500000000001 0.087525000000000006 -0.088559999999999986 0.08493500000000001 -0.020529999999999996 -0.4686749999999999 -0.45371999999999996 0.42957000000000006 0.0034400000000000008 -0.070454999999999976 0.083985000000000018 -0.23848499999999997 -0.16797499999999996 0.090950000000000017 -0.088409999999999989 -0.086484999999999992 0.083715000000000026 0.092265000000000014 -0.085709999999999995 0.085225000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 -1 -7 8 9 10 -8 12 13 -11 -15 -14 -17 18 21 -20 -21 -18 23 -23 -24 26 -26 28 29 -27
right_child=-2 2 4 -5 -6 6 7 -9 -10 11 -12 -13 15 14 -16 16 17 -19 19 20 -22 22 24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0016397501230991504 -0.0015721141174435617 0.00081560415539728569 -0.0015413636483414019 -0.0066077071661129602 0.0034167994020125741 -0.0021511079959704409 -0.0024495605006814008 0.0022240577026968822 -0.0026432852514765483 0.0019990469067124651 0.0054342552553862337 -0.0031737567103846233 0.0027590995356957947 -0.0059243571304250509 0.00016634018160402778 -0.0025583999642335318 0.0021627367792042113 0.0017602268576791342 0.0033211852857393436 -0.0016126772169289844 0.0012963527486944159 -0.0041327461179922207 0.0020005444417510068 0.0011296467493391701 -0.0019335166059900077 2.8125608029464884e-05 0.0038844591137603859 -0.0025807204287654414 4.4219757800660855e-06 -0.003778534151613713
leaf_weight=35 20 23 23 20 22 21 20 20 22 20 24 20 36 24 25 34 26 55 29 35 54 28 33 27 25 33 32 24 2286 25
leaf_count=35 20 23 23 20 22 21 20 20 22 20 24 20 36 24 25 34 26 55 29 35 54 28 33 27 25 33 32 24 2286 25
internal_value=0 1.01394e-05 -0.000837239 -0.0026371 0.000882627 3.48886e-05 1.60269e-05 3.14174e-05 1.64863e-05 3.656e-05 0.0018507 8.75706e-06 3.10827e-05 -0.00142094 -0.00281686 6.70963e-05 3.18042e-05 6.42772e-05 2.9171e-05 0.000931133 0.000152352 -1.27477e-05 -3.52557e-05 -0.00154939 -1.37556e-06 -2.86182e-05 0.00133272 -6.13868e-05 -3.55915e-05 -0.00161268
internal_weight=0 3101 88 43 45 3013 2978 2957 2937 2915 44 2871 2851 69 49 2782 2746 2712 2657 118 89 2539 2513 55 2458 2425 57 2368 2344 58
internal_count=3121 3101 88 43 45 3013 2978 2957 2937 2915 44 2871 2851 69 49 2782 2746 2712 2657 118 89 2539 2513 55 2458 2425 57 2368 2344 58
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=31
num_cat=0
split_feature=15 15 1454 15 403 400 13 133 16 481 50 52 16 403 1213 133 1208 1209 2 52 131 1204 402 3 2 4 16 2 401 0
split_gain=0.00494655 0.0467208 0.0327603 0.027314 0.0596995 0.0256066 0.0262366 0.0416639 0.034106 0.0284394 0.0329435 0.0283483 0.0366097 0.0237365 0.0227178 0.0214736 0.0208175 0.0507773 0.0378184 0.0168957 0.0194565 0.0204861 0.0183893 0.02219 0.0564174 0.0382388 0.0523256 0.023898 0.0183065 0.0174785
threshold=0.088235000000000022 0.088495000000000018 0.096235000000000015 0.087685000000000013 -0.0076149999999999994 -0.082934999999999995 -0.082014999999999991 0.093615000000000018 -0.087989999999999985 -0.064999999999999988 0.11768500000000003 0.098380000000000009 -0.082179999999999989 -0.5335399999999999 0.039620000000000009 -0.12788999999999998 0.10233500000000001 -0.033554999999999995 0.088745000000000004 0.5140450000000002 0.11891000000000002 -0.066239999999999979 -0.43418999999999991 -0.080484999999999987 0.09580000000000001 -0.050494999999999991 0.0065250000000000004 0.091055000000000011 -0.47060499999999994 -0.080869999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 13 -5 -3 7 8 15 -8 16 12 -10 14 -1 -7 17 -11 -18 20 21 -19 28 24 27 26 -25 29 -23 -24
right_child=1 2 -4 4 -6 6 9 -9 11 10 -12 -13 -14 -15 -16 -17 18 19 -20 -21 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=6.6142624598883442e-05 0.004477282047271729 0.0032127438268313804 -0.0039113842678489162 -0.0056418181558211267 0.0016253077564761043 0.00085957975523477366 -0.0033572644553275716 0.005174821096112614 0.0064205453370232137 -0.0047342421262766485 0.0036475347164510331 -0.0010008763328962099 0.0013123003411740859 -6.4000421062145298e-05 0.0047753748157992959 -0.002871115159683137 0.0049288888706360019 -0.0031445909736000678 -0.0011471298351396052 0.0022718415092676881 -0.0031660298031056301 8.805155627090823e-05 -0.0027142844667347771 0.0057029048071854053 -0.0053044647377516541 -0.0012871772528773077 0.00050382141418260889 0.0030765328267589216 -0.0040921898937176593 0.00060256932876964514
leaf_weight=21 25 27 20 26 20 27 29 22 20 27 22 27 47 2315 20 36 20 22 21 25 24 22 24 32 21 38 49 25 20 47
leaf_count=21 25 27 20 26 20 27 29 22 20 27 22 27 47 2315 20 36 20 22 21 25 24 22 24 32 21 38 49 25 20 47
internal_value=0 0.000230105 7.71089e-05 -6.88783e-05 -0.0024822 0.000195462 6.95474e-05 0.00109922 0.000528114 -0.000324279 -0.000123923 0.00173474 0.00283715 -2.17591e-05 0.00236333 -0.00127225 -0.000322897 -0.000556213 0.00181678 -0.000232984 -0.000426257 -0.000207076 2.53896e-05 0.000368496 -0.000609423 0.00132998 0.00255778 0.000417617 -0.00190254 -0.000518621
internal_weight=0 719 694 2402 46 674 647 179 157 468 439 94 67 2356 41 63 417 376 41 349 324 300 278 236 117 119 81 96 42 71
internal_count=3121 719 694 2402 46 674 647 179 157 468 439 94 67 2356 41 63 417 376 41 349 324 300 278 236 117 119 81 96 42 71
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=31
num_cat=0
split_feature=15 15 1210 15 43 131 52 3 481 3 12 42 50 133 402 403 52 16 43 403 484 481 15 15 42 403 402 42 42 12
split_gain=0.0050068 0.0542282 0.0461808 0.0404171 0.0391619 0.0286065 0.0502119 0.0208451 0.0221738 0.0195107 0.0222595 0.0310206 0.0147168 0.0216418 0.0467409 0.0237906 0.0172009 0.0339314 0.0242511 0.0111207 0.041997 0.0642198 0.033948 0.043595 0.0354517 0.0335392 0.0364975 0.0314403 0.076507 0.0251451
threshold=0.091650000000000023 0.091295000000000015 -0.26954499999999992 0.092715000000000006 -0.0082299999999999995 0.080385000000000012 0.40411000000000002 -0.11255999999999998 -0.074219999999999994 -0.079724999999999976 0.097325000000000009 0.090395000000000017 0.11768500000000003 0.41892500000000005 -0.064959999999999976 -0.048229999999999988 0.10160000000000001 -0.040964999999999994 0.062770000000000006 -0.011089999999999997 -0.081614999999999979 -0.082049999999999984 0.090455000000000021 0.085035000000000013 0.088465000000000002 -0.074254999999999988 -0.018864999999999996 -0.015274999999999999 -0.021469999999999996 0.090345000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 7 -7 -5 -9 10 11 -10 13 14 -11 -16 18 -18 -17 20 -4 -22 23 -21 29 27 -27 28 -23 -25
right_child=3 -3 19 5 -6 6 -8 8 9 12 -12 -13 -14 -15 15 16 17 -19 -20 22 21 25 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0044496090252600286 0.00616791570156982 -0.0047867645936397222 -0.0046370642295147741 0.0028356625370854031 0.00020119426771998407 -0.0046847710022561708 0.00068053679754705859 0.002731029142159969 0.0018598269363532642 0.0050661208908059051 -0.0042866842776891735 -0.0029370248935615215 0.0025678882805200724 -0.0021189291115948244 -0.0031146728269628842 0.00058253146309007503 0.0049626064464627284 -0.00014988788179299959 -0.003161275514867157 -2.8844584815092708e-05 0.004895080893259982 7.4862687039601902e-05 -0.0036071632467210291 0.00036724973933258077 0.0051162274070800503 0.00021636231647183496 -0.004306993244046515 -0.0010574721593722715 0.0065707959505380137 0.0041803408258905021
leaf_weight=23 22 24 23 31 22 33 37 30 28 20 21 26 26 38 22 62 21 34 24 1871 23 194 25 98 26 30 44 202 20 21
leaf_count=23 22 24 23 31 22 33 37 30 28 20 21 26 26 38 22 62 21 34 24 1871 23 194 25 98 26 30 44 202 20 21
internal_value=0 -5.51226e-05 -1.14459e-05 0.00029103 0.00318455 9.9807e-06 -0.00184882 0.00034971 0.000130776 -0.000111483 -0.0015241 -0.000449768 0.000317451 5.26932e-05 0.000503631 -5.61835e-05 0.000421028 0.00180216 -0.000462252 -5.12613e-05 -0.000456628 -0.000269201 5.51946e-05 0.000100611 0.00177103 -0.000511606 -0.0024732 -0.000162668 0.000681959 0.00104015
internal_weight=0 2624 2600 497 44 453 70 383 352 322 75 54 247 221 183 163 141 55 86 2577 536 513 2041 2016 145 490 74 416 214 119
internal_count=3121 2624 2600 497 44 453 70 383 352 322 75 54 247 221 183 163 141 55 86 2577 536 513 2041 2016 145 490 74 416 214 119
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=31
num_cat=0
split_feature=471 1425 156 155 52 16 2 2 52 42 0 16 16 1 1455 131 131 13 160 484 40 42 2 42 42 12 4 0 481 47
split_gain=0.0046716 0.0073593 0.0106659 0.00952249 0.00654654 0.0206866 0.0130926 0.0211757 0.015165 0.0150767 0.0135357 0.0106752 0.0220093 0.0740527 0.0187164 0.0251786 0.0184605 0.0144596 0.0317127 0.0180909 0.0179284 0.018192 0.0325844 0.0273202 0.0250438 0.0309478 0.0369152 0.0506674 0.0250701 0.0217908
threshold=-0.086614999999999984 0.10499500000000002 0.14862 0.11562500000000002 -0.45478499999999994 0.46043000000000006 0.091185000000000002 0.088850000000000012 -0.54906499999999991 0.085935000000000025 -0.079119999999999982 0.0028900000000000006 -0.0007049999999999999 0.087135000000000004 -0.091944999999999985 0.11767000000000001 0.10314000000000002 -0.117405 -1.0000000180025095e-35 0.10948000000000001 -0.085734999999999992 0.097640000000000018 0.10855000000000002 0.095885000000000012 0.094365000000000018 0.092550000000000007 0.057560000000000007 -0.070154999999999981 -0.050084999999999991 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 10 -8 -10 -2 12 -6 -14 -13 16 17 18 -16 20 -19 23 -23 24 25 28 27 -27 -22 -30
right_child=1 -3 -4 -5 11 -7 8 -9 9 -11 -12 14 13 -15 15 -17 -18 19 -20 -21 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0013614965006709099 0.0017811033659069966 -0.0018766463157676517 0.0022477004566185533 -0.0016536756538386857 1.3367302554842195e-05 0.0036263880403021179 0.0033895803959153241 -0.0035414560243953023 0.0019253420800568761 -0.0012227229374275339 -0.0014552610150227944 -0.0034230610448867087 0.0049754146024185639 -0.0019242430804297329 -0.00090982056217399083 0.002327022860374521 -0.0034611690216115676 0.002138141023793391 0.0038989030911276736 0.002114578421848516 0.0027376543763758883 0.0040442042227368802 -0.00096566501495151495 -0.0044662574498468771 0.0023578455502336676 -0.0018016542540863158 0.0001913360580801964 -0.0083917353581637148 -0.00048064257554320059 -0.0035363878502889922
leaf_weight=25 28 21 21 35 2212 20 21 20 29 32 24 20 35 28 32 34 20 21 24 24 21 20 37 23 22 28 25 20 172 27
leaf_count=25 28 21 21 35 2212 20 21 20 29 32 24 20 35 28 32 34 20 21 24 24 21 20 37 23 22 28 25 20 172 27
internal_value=0 -1.0994e-05 1.74706e-06 -1.36966e-05 5.31605e-06 0.00060076 0.000207821 -0.000776173 0.00107182 0.000273898 0.000287397 -3.11013e-05 6.5859e-05 0.0019089 -0.000418092 -0.00030882 -0.0004825 -0.000362392 0.00115106 -0.000555013 -0.000709028 -0.000860397 0.000792184 -0.00113909 -0.00089615 -0.00114048 -0.00292462 -0.00454752 -0.000548465 -0.000895241
internal_weight=0 3096 3075 3054 3019 174 154 72 82 61 52 2845 2275 63 570 550 516 496 56 440 416 395 57 338 315 293 73 48 220 199
internal_count=3121 3096 3075 3054 3019 174 154 72 82 61 52 2845 2275 63 570 550 516 496 56 440 416 395 57 338 315 293 73 48 220 199
is_linear=0
shrinkage=0.1


Tree=940
num_leaves=31
num_cat=0
split_feature=12 121 33 11 15 4 3 483 52 1 4 11 13 11 2 13 9 0 15 15 0 15 2 0 48 13 4 1455 1373 1373
split_gain=0.00533652 0.0099293 0.00633646 0.00793661 0.00713693 0.0232353 0.0144145 0.0141891 0.0203473 0.0181345 0.00969097 0.00930396 0.0339531 0.0283957 0.018818 0.0243827 0.00870732 0.00765284 0.0307055 0.0552471 0.0282942 0.0200989 0.0305732 0.0577563 0.0378322 0.0364661 0.0227957 0.0114712 0.011252 0.0139383
threshold=0.23631000000000002 -0.078059999999999977 -0.012019999999999998 -1.0000000180025095e-35 -0.42198999999999992 0.50644500000000015 -0.13309499999999996 0.09567500000000001 -0.063789999999999986 0.13534000000000004 0.53859500000000016 0.086080000000000018 0.097995000000000013 0.08326500000000002 0.10559 0.086705000000000018 0.09055500000000001 -0.14226499999999997 -0.0040799999999999994 0.081070000000000017 -0.14051499999999997 -0.036009999999999993 0.10644500000000001 -0.23811499999999999 0.085130000000000025 -0.0044799999999999987 1.0000000180025095e-35 0.11364500000000001 0.09012000000000002 0.085550000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 11 -5 8 -8 10 -10 13 14 16 -13 -16 17 18 21 -20 -19 22 23 -6 -25 -24 -26 28 29 -22
right_child=-2 2 3 4 5 -7 7 -9 9 -11 -12 12 -14 -15 15 -17 -18 20 19 -21 27 -23 25 24 26 -27 -28 -29 -30 -31
leaf_value=0.0016860483427132882 -0.0015176057410628899 -0.0015330422363519945 -0.0018867674488071565 0.0012568551929689421 -0.0053860962729562417 0.0029221105344601843 0.00098993863224598549 0.0011219385641869967 -0.0025065146409906447 -0.0039635070140081408 0.00056923376507170146 -0.0019666233138802155 -0.0034450146156762328 0.0038176336267497393 -0.00036315697982596857 0.0041444936968036928 0.0020640259519928979 -0.0036070279372242193 0.0064359378630549401 0.00055055774924955489 1.9721697963543894e-05 -0.0031614945409819484 -0.0011527644186888053 0.0029635439323850306 -0.0032864411976853652 0.0038921492970793656 0.00071379982480971986 -0.0018557714023204012 -0.0022826815389895014 0.0026710471085971224
leaf_weight=35 23 27 22 32 22 28 23 23 20 38 21 24 35 20 30 20 21 22 22 58 2309 20 23 34 28 38 29 33 21 20
leaf_count=35 23 27 22 32 22 28 23 23 20 38 21 24 35 20 30 20 21 22 22 58 2309 20 23 34 28 38 29 33 21 20
internal_value=0 1.12669e-05 -7.87031e-06 5.69347e-06 1.95071e-05 5.55798e-05 -0.000636924 -0.00112173 -0.00162766 -0.00238974 -0.000931131 2.72083e-05 -0.000878709 6.35116e-05 0.000335084 0.0014399 3.57033e-05 1.98038e-05 0.000520538 0.00216904 -3.72445e-05 -0.000159256 0.000185829 -0.000788087 0.00032352 0.00198997 -0.00125123 -4.28805e-06 2.17115e-05 4.24896e-05
internal_weight=0 3098 3063 3036 3014 2857 157 125 102 79 41 2829 109 2720 74 50 2700 2679 274 80 2405 194 174 113 91 61 57 2383 2350 2329
internal_count=3121 3098 3063 3036 3014 2857 157 125 102 79 41 2829 109 2720 74 50 2700 2679 274 80 2405 194 174 113 91 61 57 2383 2350 2329
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=31
num_cat=0
split_feature=4 4 1 0 13 1209 4 1213 4 133 2 4 16 483 159 1447 16 16 12 2 3 16 2 3 1204 12 403 2 12 2
split_gain=0.00532776 0.036671 0.216781 0.0325623 0.0275498 0.0273184 0.0239768 0.0612325 0.0347899 0.103096 0.0287003 0.0226021 0.0250522 0.0224132 0.0239511 0.0321777 0.019843 0.0511901 0.0282083 0.0263182 0.0511604 0.0494594 0.0354756 0.0203342 0.0254576 0.0249152 0.0230278 0.0222231 0.0520731 0.0441554
threshold=-0.079329999999999984 -0.081114999999999979 0.089105000000000018 -0.086284999999999987 -0.084154999999999994 -0.090889999999999985 -0.082249999999999976 0.0036000000000000003 -0.083249999999999977 -0.0084449999999999994 0.084245000000000014 -0.078439999999999996 -0.087989999999999985 0.085835000000000009 -0.085179999999999992 -0.085024999999999989 0.26799500000000004 0.19444000000000003 0.10016000000000001 0.09678500000000001 -0.014944999999999998 -0.073849999999999985 0.11585500000000001 -0.085274999999999976 -0.082759999999999986 0.083370000000000014 -0.084674999999999986 0.085345000000000018 0.087385000000000004 0.084885000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 8 10 13 -10 -8 12 -2 14 -7 -16 17 19 -18 20 23 -21 -23 24 -17 -26 -25 29 -29 -27
right_child=11 2 -4 4 -6 6 7 -9 9 -11 -12 -13 -14 -15 15 16 18 -19 -20 21 -22 22 -24 26 25 27 -28 28 -30 -31
leaf_value=0.0036667259520618244 -0.0004014240415667051 0.0030752002935124831 -0.011319465569686146 -0.003947065531697479 0.00077546130031502499 0.0023178855992025799 0.0028702047343055412 -0.0064977815560996535 -0.0012836386931353602 0.0077944661977446886 -0.0015765091128142038 3.7184777287660155e-05 0.0041676892657830774 0.0027493770964038388 -0.0042811199894640592 -0.0028959853947093336 0.00026229504069735137 -0.0049993621495862811 0.004356844768626615 0.0055748577745232198 -0.0053916188134323986 0.0025391751057468356 -0.0026885741459274737 -0.00054130826999122903 -0.0030199472053811468 0.00016289640959628204 0.0038866739620773486 -0.0046822820889896579 0.00029002156228457085 0.0051743703051691965
leaf_weight=20 21 28 20 21 30 36 21 20 29 22 47 2127 28 27 20 42 106 24 20 21 21 25 27 24 29 108 23 28 85 21
leaf_count=20 21 28 20 21 30 36 21 20 29 22 47 2127 28 27 20 42 106 24 20 21 21 25 27 24 29 108 23 28 85 21
internal_value=0 -0.000198262 -0.00201928 0.000335203 -0.00116911 1.48355e-05 -7.3588e-05 -0.00163383 0.000112457 0.00263241 -0.000203259 8.61018e-05 0.0022095 -7.46131e-05 -0.00019014 -0.000334834 -0.000204162 -0.000498439 0.000912224 -0.000260505 -0.000593777 0.0014789 -0.000175233 -0.000313903 -0.000605135 -0.000250096 0.00162558 8.18286e-05 -0.000942054 0.000978718
internal_weight=0 945 99 79 51 846 826 88 738 51 68 2176 49 687 660 624 604 478 126 454 381 73 52 360 313 271 47 242 113 129
internal_count=3121 945 99 79 51 846 826 88 738 51 68 2176 49 687 660 624 604 478 126 454 381 73 52 360 313 271 47 242 113 129
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=31
num_cat=0
split_feature=33 295 96 9 33 120 150 2 121 2 14 156 11 9 9 9 52 16 4 160 0 2 1 1 48 0 2 4 4 0
split_gain=0.00502439 0.00629 0.0142041 0.012415 0.00914979 0.00824187 0.00997631 0.00920578 0.0172525 0.00844823 0.00955722 0.0304798 0.0506962 0.0158131 0.014465 0.0217329 0.00878091 0.00771649 0.0468526 0.0188812 0.0171321 0.0605619 0.0398274 0.0469979 0.0175385 0.0173382 0.0356728 0.0189715 0.0183636 0.0162528
threshold=-0.044254999999999996 0.084575000000000011 0.083725000000000008 -1.0000000180025095e-35 0.088310000000000013 0.093680000000000013 0.14500000000000005 0.31358000000000003 -0.082399999999999987 0.17025000000000004 0.078235000000000013 0.085790000000000019 0.075910000000000019 0.10530000000000002 0.089995000000000006 0.037245000000000007 0.061605000000000007 -0.16927999999999996 -0.00099499999999999979 0.090980000000000019 -0.14794999999999997 0.086100000000000024 0.10060500000000001 0.09253500000000002 0.084170000000000009 -0.10836499999999999 0.090675000000000019 -0.013514999999999998 -0.0047449999999999992 -0.099059999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 10 13 12 -12 14 15 17 -14 18 -10 -20 21 -19 23 24 -23 26 -22 -28 -29 -27
right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11 11 -13 16 -15 -16 -17 -18 20 19 -21 25 22 -24 -25 -26 29 27 28 -30 -31
leaf_value=0.0015058934323447333 -0.0019192166427862559 -0.001530339475505537 0.0021323928354127753 -0.0027907018263993617 -0.0021293352125212549 -0.0019116819529286164 0.0020615761738251122 0.0020523783877830614 -0.0051341186836361893 0.0018147588295575519 -0.0057502412237226963 0.002290168838919185 0.0015276738969259897 0.0028380217775702478 -0.0024813538579189259 0.0032416021096564477 -0.0013674552922814409 0.0061179958749562509 -0.00048283606895483007 0.0016604678912031255 -0.0050496570605901075 0.0027434388565598057 0.0028326071190854746 -0.0051925501298336757 -0.0014444563596043736 0.0017242535563378502 0.0021725626151733609 -0.0033256298583000904 0.00024459881807321356 2.751912607870396e-05
leaf_weight=22 34 27 31 22 20 22 24 22 20 26 24 21 20 20 23 21 22 21 255 49 20 20 36 21 20 58 22 25 34 2119
leaf_count=22 34 27 31 22 20 22 24 22 20 26 24 21 20 20 23 21 22 21 255 49 20 20 36 21 20 58 22 25 34 2119
internal_value=0 -1.06904e-05 2.66586e-06 -1.90446e-05 2.44054e-06 1.67142e-05 3.10227e-05 1.44524e-05 -9.07073e-07 2.02788e-05 4.02785e-06 -0.00102808 -0.00208388 3.62812e-05 1.60081e-05 3.69637e-05 1.11777e-05 1.2222e-05 -0.000445811 -0.000137369 7.41596e-05 0.00124905 0.000194948 -0.0013617 0.000649491 1.33005e-05 -0.00126754 -0.000333679 -0.00126821 7.27238e-05
internal_weight=0 3099 3072 3041 3007 2987 2965 2941 2919 2897 2871 87 66 2784 2764 2741 42 2720 324 304 2396 118 97 61 40 2278 101 81 59 2177
internal_count=3121 3099 3072 3041 3007 2987 2965 2941 2919 2897 2871 87 66 2784 2764 2741 42 2720 324 304 2396 118 97 61 40 2278 101 81 59 2177
is_linear=0
shrinkage=0.1


Tree=943
num_leaves=31
num_cat=0
split_feature=1210 15 15 403 4 131 1 1 15 403 4 15 3 16 12 52 12 1 13 4 15 133 3 1211 1211 0 43 1210 131 403
split_gain=0.00456564 0.00728707 0.0342171 0.0248913 0.0292615 0.0228265 0.0460282 0.0265029 0.0188373 0.0193089 0.0205134 0.0437667 0.0243629 0.0224516 0.0305854 0.0190476 0.0551725 0.0346112 0.0256274 0.0187028 0.0180914 0.0163991 0.0148852 0.01234 0.0256431 0.0162951 0.0171841 0.0143041 0.011347 0.0176134
threshold=-0.45374999999999993 0.09116500000000001 0.092715000000000006 -0.074254999999999988 -0.078629999999999992 0.080385000000000012 0.09253500000000002 0.096475000000000019 0.093575000000000019 0.022375000000000003 -0.077679999999999985 0.096455000000000013 -0.088084999999999983 -0.071854999999999988 0.10911500000000002 0.008405000000000001 0.090455000000000021 0.096575000000000008 -0.076384999999999995 -0.111605 0.090455000000000021 -0.54084999999999994 -0.08323499999999999 0.09030500000000001 0.085965000000000014 -0.082484999999999989 0.064745000000000011 -0.12043 0.10515500000000001 -0.011089999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 3 -3 -5 8 -7 -8 -4 10 19 -12 -13 14 -14 17 -17 -15 -18 -10 21 -2 -21 24 27 26 -25 -23 29 -29
right_child=1 2 5 4 -6 6 7 -9 9 -11 11 12 13 15 -16 16 18 -19 -20 22 -22 23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.0014355007220398298 0.0025732210410448417 0.004834725304121653 -0.0026596907200291753 -0.0011845396676411232 0.0037925737688229199 -0.0047776151997303328 0.0030912931248894895 -0.0019384421619840645 0.00088898270278150451 -0.0012896418598337244 0.0054452944825322414 0.0040504291614828014 -0.0043993873678846293 -0.0034180850764228541 0.0010038644339973952 0.0065518190234433865 -0.0016080012839908401 0.0021912606221369721 0.0023017948579141185 -0.0038003708036161371 -0.002350506690944552 -0.0025289866638005427 -7.8244132566310121e-05 -0.0020820557864175901 0.003307827610684478 -0.0036904426937412827 0.0016376008431467672 -0.00070280871389217104 0.0008780602841094757 4.8185773985927785e-05
leaf_weight=22 24 26 20 27 21 28 20 22 48 52 23 21 20 22 22 20 30 22 38 22 34 23 21 27 23 21 23 374 132 1893
leaf_count=22 24 26 20 27 21 28 20 22 48 52 23 21 20 22 22 20 30 22 38 22 34 23 21 27 23 21 23 374 132 1893
internal_value=0 1.01907e-05 0.00034973 0.00234276 0.000992947 2.27141e-05 -0.00163704 0.00045667 0.000327657 0.000493161 0.000793179 0.0013196 0.000832978 0.000444665 -0.00156911 0.00108541 0.00193482 -0.000613412 0.000576885 -0.000467913 -5.90627e-05 -2.83898e-05 -0.00198259 -5.32065e-05 -1.54673e-05 -0.00135282 -0.000371014 -4.70262e-05 -2.32309e-05 -7.57101e-05
internal_weight=0 3099 525 74 48 451 70 42 381 361 309 218 195 174 42 132 88 44 68 91 2574 2540 43 2516 2445 71 50 2422 2399 2267
internal_count=3121 3099 525 74 48 451 70 42 381 361 309 218 195 174 42 132 88 44 68 91 2574 2540 43 2516 2445 71 50 2422 2399 2267
is_linear=0
shrinkage=0.1


Tree=944
num_leaves=31
num_cat=0
split_feature=131 400 398 398 1200 131 131 15 0 1 403 15 15 402 402 479 0 483 131 3 96 3 123 1 48 51 52 0 3 51
split_gain=0.0046769 0.00939498 0.00886012 0.0151168 0.00747917 0.00789291 0.0251857 0.0190891 0.0185715 0.0360615 0.0233371 0.0101447 0.0202555 0.0134983 0.0129262 0.0111048 0.00944575 0.0207247 0.0191526 0.0201966 0.0417253 0.0691886 0.0740952 0.0252587 0.0267557 0.0366068 0.0342566 0.0407654 0.0220799 0.0173584
threshold=0.13857500000000003 0.23559000000000002 0.10071000000000001 0.089640000000000011 0.092250000000000013 0.10954500000000002 0.10258000000000002 0.083935000000000023 -0.069954999999999976 0.096325000000000008 -0.15148499999999998 0.12044500000000001 0.13592500000000005 0.27918000000000004 0.13174500000000003 0.11198500000000002 -0.066689999999999985 -0.066709999999999978 0.090385000000000007 -0.049509999999999992 0.083725000000000008 0.0068900000000000012 0.084410000000000013 0.13332000000000002 0.090390000000000012 0.067785000000000012 0.10744000000000002 0.13134000000000004 0.092670000000000016 -0.23823499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 11 -8 9 10 -7 13 -13 14 15 16 -1 -18 19 23 21 22 -21 24 25 26 27 29 -23 -19
right_child=-2 -3 -4 -5 -6 8 7 -9 -10 -11 -12 12 -14 -15 -16 -17 17 18 -20 20 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.056642469142035e-05 -0.0014207219057109045 0.0021185027136068259 -0.0015858212149968106 0.0027545665996149184 -0.0019311636307975278 -0.0006318401366206673 -0.00038067092453794821 -0.0046974512725137182 0.002906147846501441 -0.0035800381297511718 0.0027840829727938401 0.0033287600993558218 0.00018471124273834424 0.0021558002493942958 -0.0020814270999718219 -0.0022153415089554112 -0.003379465112547306 0.0022551197733264418 -0.0024776893528016646 -0.0071796932394671102 0.003133607932945977 0.0032169686799170451 -0.00071297484022137285 0.0036050721610714079 -0.0026134316103472825 0.0037183717756922689 -0.0035180353840890653 0.003878396630752832 -0.00047184782790366648 -0.00055382931987605212
leaf_weight=2069 23 21 35 20 20 40 21 20 31 21 40 27 85 28 31 23 22 26 36 34 23 20 37 23 31 31 24 30 86 143
leaf_count=2069 23 21 35 20 20 40 21 20 31 21 40 27 85 28 31 23 22 26 36 34 23 20 37 23 31 31 24 30 86 143
internal_value=0 1.05476e-05 -3.83879e-06 1.43629e-05 -3.77218e-06 9.06853e-06 -2.57058e-05 -0.00248642 0.000765148 0.000108009 0.00107612 9.95665e-06 0.000942652 -2.84908e-05 -5.12354e-05 -2.75575e-05 -8.46108e-06 -0.000370454 -0.000248766 -9.08107e-05 -0.000873281 -0.00139395 -0.00380971 0.000417287 0.000160027 0.00049852 5.09174e-05 0.000481344 0.000224155 -0.000121683
internal_weight=0 3098 3077 3042 3022 3002 2870 41 132 101 80 2829 112 2717 2689 2658 2635 566 544 508 200 177 71 308 285 254 223 199 106 169
internal_count=3121 3098 3077 3042 3022 3002 2870 41 132 101 80 2829 112 2717 2689 2658 2635 566 544 508 200 177 71 308 285 254 223 199 106 169
is_linear=0
shrinkage=0.1


Tree=945
num_leaves=31
num_cat=0
split_feature=402 1209 403 403 16 403 402 403 132 403 3 1208 1203 403 1211 1211 1211 3 1177 1186 16 1186 1204 4 2 2 4 0 483 50
split_gain=0.00514955 0.0130535 0.00522366 0.0080536 0.0104381 0.00817019 0.0111318 0.0149472 0.0118241 0.0107528 0.0169688 0.011581 0.01021 0.00875642 0.0107849 0.0256494 0.0144472 0.00982708 0.00889173 0.0116493 0.0236071 0.00955578 0.0102646 0.0347697 0.00965112 0.0321673 0.097212 0.025879 0.023515 0.0268277
threshold=0.2506000000000001 -0.093169999999999989 0.53859500000000016 0.4024950000000001 -0.080789999999999987 0.23383500000000004 0.11320500000000001 -0.55157999999999985 -0.43443999999999999 -0.52917499999999984 -0.081164999999999987 0.10233500000000001 -1.0000000180025095e-35 0.10469000000000002 0.13003000000000001 0.11789500000000001 0.11088500000000003 -0.081814999999999985 -0.079504999999999978 0.083355000000000012 -0.08595499999999999 1.0000000180025095e-35 -0.082759999999999986 -0.081984999999999988 0.085155000000000022 0.084655000000000022 -0.082249999999999976 -0.15350499999999997 -0.069964999999999986 0.083090000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 -3 -9 10 -10 12 -11 14 15 16 18 -15 -14 21 -21 22 23 -20 25 27 -27 -24 -29 -30
right_child=-2 2 -4 4 -6 -7 -8 8 9 11 -12 -13 13 17 -16 -17 -18 -19 19 20 -22 -23 24 -25 -26 26 -28 28 29 -31
leaf_value=0.0024977680683756871 -0.0012620358807907907 -0.0020978278134648194 -0.0012749049506965095 -0.00025936771805087726 0.0028242676243003784 -0.0014870594041673719 0.0017559138676410332 -0.0021991514319476364 0.0030299315858671131 0.0020731798079699124 -0.00039301630292486937 -0.0023376683164748275 0.0018309372159330034 -0.00012580349152399735 -0.0023348808311857284 0.0033210505346727114 -0.0023342101162092551 0.0028304600966689384 -0.0030710903433628562 -0.0036103883723693866 0.00025688284528625538 0.0019516228418797255 0.0035649044173104425 0.0015003576750002271 -0.00011506325872443105 0.0063189280050044705 -0.0010556439994476162 -0.0024167617392346365 -0.00019065258258194168 0.0013749073504088381
leaf_weight=21 32 34 32 21 23 37 36 24 30 24 28 21 26 22 20 23 27 23 41 27 38 25 21 28 1673 33 39 38 515 139
leaf_count=21 32 34 32 21 23 37 36 24 30 24 28 21 26 22 20 23 27 23 41 27 38 25 21 28 1673 33 39 38 515 139
internal_value=0 1.30739e-05 -3.9335e-06 9.46277e-06 0.00135253 -1.02883e-05 8.20262e-06 -1.33519e-05 1.12139e-05 2.97559e-05 0.00137747 1.86876e-06 1.95288e-05 1.65803e-06 -2.12901e-05 -4.10785e-06 -3.27515e-05 0.00138518 -9.24061e-06 -2.75228e-05 -0.00134952 6.14876e-06 -1.30981e-05 -0.00121601 2.06696e-05 0.000309945 0.00232437 0.000106525 1.57384e-06 0.000142089
internal_weight=0 3089 3068 3036 44 2992 2955 2919 2885 2861 58 2803 2782 2758 2713 2693 2670 45 2643 2617 65 2552 2527 69 2458 785 72 713 692 654
internal_count=3121 3089 3068 3036 44 2992 2955 2919 2885 2861 58 2803 2782 2758 2713 2693 2670 45 2643 2617 65 2552 2527 69 2458 785 72 713 692 654
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=31
num_cat=0
split_feature=483 0 0 2 16 159 1453 42 52 483 158 159 16 158 2 158 158 39 1447 481 1447 159 0 1 1 1374 4 0 12 456
split_gain=0.00480738 0.0241346 0.0325279 0.0303614 0.0203704 0.0308422 0.0187281 0.0609268 0.0162082 0.0123646 0.00886373 0.0178944 0.0148199 0.0101761 0.01392 0.0134054 0.0166619 0.0103418 0.00956719 0.0349977 0.0346658 0.0206547 0.0113078 0.0104394 0.0259943 0.0493554 0.0304661 0.0247969 0.0243809 0.022636
threshold=-0.070084999999999981 -0.082724999999999979 -0.092759999999999995 0.088125000000000023 0.11346000000000002 -0.0083249999999999973 -0.076539999999999983 0.087405000000000024 0.10898500000000001 -1.0000000180025095e-35 0.10667500000000002 0.10713500000000002 -0.026164999999999997 0.10254000000000001 0.085345000000000018 0.092615000000000017 0.08673500000000002 0.085330000000000003 -0.085684999999999997 -0.086484999999999992 -0.083214999999999983 -0.092414999999999983 -0.090809999999999988 0.085110000000000005 0.08864000000000001 -0.067869999999999986 -0.0057249999999999992 -0.17169499999999996 0.089735000000000023 -0.065819999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 5 -3 7 -2 -1 -8 13 -12 -13 15 -15 16 18 -17 19 -11 -20 22 -21 27 26 -26 28 -22 -25 -27
right_child=6 4 3 -5 -6 -7 9 -9 -10 10 11 12 -14 14 -16 17 -18 -19 20 21 23 -23 -24 24 25 29 -28 -29 -30 -31
leaf_value=-0.0021872217090623011 -0.0059154165564991893 -0.0013634453414360414 0.001024004275954905 0.0064013319150988193 -0.0024616134708695531 0.0030816358945297976 0.0023605926269242034 0.0017966645373962819 0.00169679171575064 0.0041800072293262927 -0.0034854016224430367 -0.0023392716795206069 0.0010237467340438774 0.0034664651285856961 -0.00014077114022296408 -0.0033579297951378284 0.0019220153870992364 -0.0001805760490242392 -0.0036195183172822 -0.00037216545038280032 0.0035747415585709475 -0.002166832390939817 0.0029095032645965972 0.00013296791240835273 0.0048397502559237183 0.0026249468286031127 -0.0044577955380724421 0.00011258070867183794 -0.003819802739890292 -0.00025941985388844784
leaf_weight=21 21 37 21 21 36 27 22 20 22 25 22 20 38 20 23 21 45 20 27 21 21 30 21 71 20 28 29 1389 20 962
leaf_count=21 21 37 21 21 36 27 22 20 22 25 22 20 38 20 23 21 45 20 27 21 21 30 21 71 20 28 29 1389 20 962
internal_value=0 0.000494424 0.00173329 0.00371267 -0.000558614 0.000511823 -3.11541e-05 -0.00215343 -0.000200052 -1.09774e-06 -1.91824e-05 -0.00105702 -0.000135915 1.05445e-05 0.00153701 -1.33239e-05 1.38381e-05 -0.001808 -1.83946e-05 0.000956488 -5.52328e-05 -0.00016279 0.00126867 -1.73447e-05 -0.000243805 -7.84835e-05 -0.00163526 0.000164145 -0.000735773 -0.000177842
internal_weight=0 185 85 42 100 64 2936 41 43 2895 2873 80 58 2793 43 2750 2709 41 2664 97 2567 72 42 2540 1130 1010 120 1410 91 990
internal_count=3121 185 85 42 100 64 2936 41 43 2895 2873 80 58 2793 43 2750 2709 41 2664 97 2567 72 42 2540 1130 1010 120 1410 91 990
is_linear=0
shrinkage=0.1


Tree=947
num_leaves=31
num_cat=0
split_feature=1451 1456 482 4 482 121 475 52 4 15 52 49 2 1 1 133 475 2 16 3 475 42 3 482 52 51 16 152 9 16
split_gain=0.00522194 0.00992864 0.00825792 0.0116469 0.00801923 0.0166869 0.00666804 0.0258786 0.0586658 0.0607954 0.0423284 0.0366015 0.0157079 0.0232514 0.0150807 0.0278658 0.0139406 0.0528405 0.0450509 0.0243945 0.018732 0.016747 0.0124514 0.00957497 0.0154289 0.0152459 0.0370229 0.0220218 0.0122067 0.0323222
threshold=0.089825000000000002 -0.50750999999999991 0.11117500000000001 -0.012889999999999999 0.098465000000000011 -0.11996 -0.082549999999999998 -0.016949999999999996 -0.008819999999999998 -0.015039999999999998 -0.026204999999999996 0.08734500000000002 0.093840000000000021 0.10089500000000001 0.08592000000000001 0.086910000000000015 -0.010194999999999997 0.086825000000000013 0.0065250000000000004 0.097915000000000016 -0.0019549999999999997 0.095565000000000011 -0.081814999999999985 0.087870000000000018 -0.0015799999999999998 -0.43587999999999999 0.51747500000000002 0.083250000000000018 -0.085744999999999988 -0.14771999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 10 9 -9 11 12 14 -14 15 -7 17 18 -8 21 -18 22 -19 25 -25 26 -22 28 29 -27
right_child=-2 2 3 -5 -6 6 16 8 -10 -11 -12 -13 13 -15 -16 -17 20 19 -20 -21 23 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0021803443037372613 0.001251268862732545 0.0026797018823740276 0.00010211559082967546 0.0030654552539566625 -0.0015259629640994327 -0.0020180864861888241 -0.0072383575717962917 0.0083323881530668591 -0.0012441600491810178 0.0013041402486123844 -0.0036623590934323144 0.0044330377085134388 -0.0040976053480768484 0.00030423094181709795 0.002472718182640771 0.0024379265373167787 0.003032620103331283 0.00037810299996166464 -0.0010109923188932814 -0.002606627098672713 0.0040109612885862586 -0.0013810620410367848 0.0031691091784247847 -0.003553433810593561 0.00020730220858240501 0.00068966624340436504 -0.0011446708920769967 -0.0031312953549153776 9.7910404776656698e-06 -0.004657545665977523
leaf_weight=21 33 23 36 21 35 36 21 20 36 32 30 20 21 28 30 23 20 31 26 24 30 22 33 20 24 26 26 23 2330 20
leaf_count=21 33 23 36 21 35 36 21 20 36 32 30 20 21 28 30 23 20 31 26 24 30 22 33 20 24 26 26 23 2330 20
internal_value=0 -1.33717e-05 1.4657e-06 0.00119387 -2.11148e-05 -3.41066e-06 -2.43157e-05 0.000443667 0.00185898 0.00400731 -0.000218822 0.000435014 -0.000144409 -0.00158227 0.000647222 -0.000280997 -7.25829e-05 -0.000986828 -0.00379343 0.000212358 -1.56014e-05 0.000999052 0.00181722 -3.99969e-05 -0.00150212 -1.37918e-05 0.00161727 -5.18659e-05 -2.20566e-05 -0.00163521
internal_weight=0 3088 3067 57 3010 2975 2952 276 88 52 188 158 138 49 89 59 2676 157 47 110 2519 86 64 2499 44 2455 56 2399 2376 46
internal_count=3121 3088 3067 57 3010 2975 2952 276 88 52 188 158 138 49 89 59 2676 157 47 110 2519 86 64 2499 44 2455 56 2399 2376 46
is_linear=0
shrinkage=0.1


Tree=948
num_leaves=31
num_cat=0
split_feature=48 48 48 48 48 51 42 48 120 0 3 482 482 1455 42 43 13 13 159 1 11 0 9 9 39 12 16 0 13 3
split_gain=0.00487331 0.0133324 0.0139424 0.0127824 0.0119888 0.0282501 0.027514 0.0234313 0.0100162 0.00991323 0.00951411 0.00938354 0.0443758 0.0283211 0.0265816 0.0242008 0.0129775 0.0100098 0.0182899 0.0103901 0.0142726 0.0238887 0.0153207 0.0187745 0.0127616 0.0109013 0.0169875 0.0118806 0.044627 0.0537705
threshold=0.13723000000000002 0.12474000000000002 0.11765000000000002 0.11270000000000001 0.10255000000000002 0.020580000000000005 0.082250000000000004 0.10078500000000001 0.091385000000000008 -0.24955499999999997 -0.03694999999999999 0.095340000000000022 0.089925000000000019 -0.08045999999999999 0.088670000000000013 -0.073959999999999984 -0.52014499999999986 -0.41572999999999993 0.092630000000000018 0.14754500000000001 0.097680000000000017 -0.019414999999999998 0.092235000000000011 0.087755000000000014 0.11365500000000002 0.12477500000000001 -0.080509999999999984 -0.09595999999999999 -0.17933499999999997 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 8 9 -1 -2 12 16 -13 -15 -16 -11 18 -18 20 22 -22 23 24 25 27 -27 28 -19 -30
right_child=10 -3 -4 -5 5 -7 -8 -9 -10 11 -12 13 -14 14 15 -17 17 19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0017653016043045829 -0.0023847456863150002 0.0018314894743161857 -0.0025739386162188438 0.0022193822754511183 0.001956905181032198 -0.0043587238882623969 -0.002128496503128725 0.0033554574898776732 0.0021788325997823405 -0.0024572985823562541 0.00014053107934651544 -0.0016738566908212048 -0.0047667190089123327 -7.7670445413483935e-05 0.0057074702112004166 0.0013707583931635225 0.0025690414440376983 -0.0048943908398293642 -0.0011670056520961226 0.0017720302934908579 0.00027424256102396893 -0.0042030807499858465 0.0024261180385947226 -0.0030392057406494304 -0.0021984480235173747 0.0037057767773512754 1.2336854089164375e-05 6.6098469596003918e-05 -3.804786238777611e-05 -0.0053451636666432024
leaf_weight=31 25 40 21 26 32 21 34 21 21 22 37 35 20 48 22 31 38 22 20 31 26 22 25 21 27 20 33 1909 420 20
leaf_count=31 25 40 21 26 32 21 34 21 21 22 37 35 20 48 22 31 38 22 20 31 26 22 25 21 27 20 33 1909 420 20
internal_value=0 1.77898e-05 -6.24067e-06 1.17452e-05 -7.56791e-06 -0.00116415 -0.000147696 2.731e-05 2.90667e-06 -1.31659e-05 -0.000877726 -3.27721e-05 -7.39536e-05 0.000777534 0.00162703 0.0031709 -3.86165e-05 -1.84149e-05 0.00128075 -4.76663e-05 -6.98315e-05 -0.00177786 -3.69979e-05 -6.19081e-05 -3.63988e-05 -1.23166e-05 0.00140609 -4.40228e-05 -0.000499048 -0.00027928
internal_weight=0 3059 3019 2998 2972 87 66 2885 2864 2843 62 2812 2676 136 101 53 2656 2634 58 2576 2545 48 2497 2472 2451 2424 53 2371 462 440
internal_count=3121 3059 3019 2998 2972 87 66 2885 2864 2843 62 2812 2676 136 101 53 2656 2634 58 2576 2545 48 2497 2472 2451 2424 53 2371 462 440
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=31
num_cat=0
split_feature=33 295 106 34 34 120 40 1 46 470 123 39 15 10 8 2 39 11 12 11 0 2 13 4 0 2 2 0 13 0
split_gain=0.00494333 0.00594896 0.0136978 0.00739726 0.0185895 0.00753408 0.00921175 0.0108887 0.0110398 0.0131812 0.0092186 0.00945057 0.018673 0.0145666 0.0220062 0.0265718 0.0107071 0.0122068 0.0234567 0.00914547 0.0132565 0.0348265 0.0158141 0.0131797 0.0115348 0.0206852 0.0198979 0.00997613 0.0353307 0.018663
threshold=-0.044254999999999996 0.084575000000000011 0.087515000000000009 -0.085644999999999985 -0.028109999999999996 0.093680000000000013 -0.24134999999999998 0.15799000000000005 0.096120000000000011 0.079700000000000007 0.11875000000000001 0.10713500000000002 -0.084564999999999987 0.094860000000000014 0.078785000000000008 -0.0091949999999999983 0.098905000000000007 0.096435000000000007 0.10589000000000003 0.089270000000000002 0.11070500000000001 0.11067500000000001 0.090705000000000008 -0.51253999999999988 -0.0058249999999999994 0.097605000000000011 0.10912000000000001 -0.065229999999999996 -0.07743499999999999 -0.067094999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 9 10 11 13 -13 14 15 -8 17 19 -19 20 23 22 -22 -17 27 -26 -27 29 -29 -25
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 -12 12 -14 -15 -16 16 -18 18 -20 -21 21 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.0014936965488066729 -0.0016630048415175191 -0.0014884812960021751 0.0025476133051727501 0.00277160914556589 0.0019845579447143754 -0.001866361824001863 -0.0034793824020942507 -0.0019526750595983248 0.0020460458060439965 -0.0025821238331263886 -0.0020935416647088938 0.0027873137294698288 -0.00081285703135654328 -0.0022087602876126769 0.003231528788871531 -0.0018668187506447891 -0.0020500348329078404 0.0040910019761040096 -0.00058147207071835346 -0.0017055672007582842 0.00080461892427812366 -0.0021450964987955313 0.0040287546456966089 1.9285366289455296e-07 0.0033226555406019606 -0.0024589250360440929 0.0017365521052852273 -0.0035834524541028911 -0.00012021673785682808 0.0023962630523425162
leaf_weight=22 27 27 21 24 23 22 22 29 26 20 21 34 25 30 21 38 25 21 22 31 29 22 32 2178 29 20 26 35 186 33
leaf_count=22 27 27 21 24 23 22 22 29 26 20 21 34 25 30 21 38 25 21 22 31 29 22 32 2178 29 20 26 35 186 33
internal_value=0 -1.06039e-05 2.38529e-06 -1.51335e-05 -4.20346e-07 -2.25966e-05 -8.97575e-06 -2.44923e-05 -5.38176e-06 -2.37739e-05 -6.00755e-06 9.32586e-06 0.00126182 -1.70659e-05 6.67083e-06 -1.79643e-05 9.96058e-06 2.90205e-05 0.00170043 1.99124e-06 2.21337e-05 0.00126581 0.00249597 -1.84262e-05 9.59092e-06 0.00123105 -8.75684e-05 -2.80775e-05 -0.000668693 3.59551e-05
internal_weight=0 3099 3072 3051 3024 3000 2978 2955 2926 2900 2880 2859 59 2800 2770 2749 2727 2702 43 2659 2628 83 61 2545 2507 75 46 2432 221 2211
internal_count=3121 3099 3072 3051 3024 3000 2978 2955 2926 2900 2880 2859 59 2800 2770 2749 2727 2702 43 2659 2628 83 61 2545 2507 75 46 2432 221 2211
is_linear=0
shrinkage=0.1


Tree=950
num_leaves=31
num_cat=0
split_feature=12 120 15 47 124 47 158 132 0 1 43 12 47 47 44 47 2 0 1 4 52 49 0 131 49 51 3 3 12 12
split_gain=0.00497072 0.00838417 0.00591755 0.00521208 0.024483 0.0239938 0.0197502 0.0166277 0.0246098 0.0191612 0.0364385 0.0118633 0.0101632 0.027884 0.00836661 0.0091116 0.02216 0.0213816 0.033956 0.0328038 0.0173107 0.017053 0.0156662 0.0150919 0.0151676 0.0167623 0.0136 0.0284524 0.0294161 0.0535002
threshold=0.23631000000000002 0.088020000000000015 0.23208000000000004 0.10397500000000001 -0.013479999999999999 0.10254000000000001 1.0000000180025095e-35 0.078465000000000021 -0.057069999999999989 0.10984500000000001 -0.04890499999999999 0.088615000000000013 0.13283000000000003 0.11669500000000001 0.083555000000000018 0.078875000000000015 0.09678500000000001 -0.077084999999999987 0.093400000000000025 0.0061450000000000003 0.08709500000000002 -0.23360999999999996 -0.26343999999999995 -0.13752999999999996 -0.12164499999999999 -1.0000000180025095e-35 -0.082234999999999989 -0.082404999999999992 0.089210000000000025 0.088725000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 14 7 8 9 10 11 -6 13 -11 15 21 17 18 19 20 -17 -1 -23 -24 25 -25 27 28 29 -26
right_child=-2 -3 -4 4 6 -7 -8 -9 -10 12 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.002971166192146484 -0.0014646686937498012 0.0016745029141505561 0.0015925926232265065 0.0036954625243587158 -0.0014186423083412507 -0.0035061071149539201 0.0029461204158988865 0.0022946907673031093 -0.0037726856413341707 -0.00049704619062443574 -0.0042239846267665814 0.0017022541394971055 -0.00050004277679060278 0.004656224390713587 -0.002068069875240326 0.0023880083227339082 0.0037303607012810452 -0.0017217050446197389 0.0037894763138836191 -0.0033002220094203952 -0.0011731448949181609 0.0027480480447411538 0.0025462536686311731 -0.00018804338329506142 -0.00016184344085305713 0.0033356633037328722 -0.00034145560776451244 0.0028187982736486254 0.00066399495239008715 -0.0040228252495197875
leaf_weight=20 23 30 23 21 21 20 22 23 21 21 26 29 24 21 20 39 21 40 31 23 21 20 22 27 646 27 1312 38 451 38
leaf_count=20 23 30 23 21 21 20 22 23 21 21 26 29 24 21 20 39 21 40 31 23 21 20 22 27 646 27 1312 38 451 38
internal_value=0 1.08739e-05 -5.39365e-06 -1.74638e-05 0.000441322 -5.47728e-05 0.000112779 -0.000222347 -0.000577512 -0.000104986 -0.0011875 0.000391478 0.00114154 0.00207959 -3.00851e-05 -1.54023e-05 0.000683053 0.000267511 0.000965482 -8.92629e-05 0.0011416 -6.23956e-05 -3.98557e-05 -6.16277e-05 -8.42246e-05 0.00157381 -0.000120254 0.000127159 3.70427e-05 -0.000376342
internal_weight=0 3098 3068 3045 229 2816 208 186 163 142 76 50 66 42 2796 2776 175 154 114 83 60 2601 2581 2561 2539 54 2485 1173 1135 684
internal_count=3121 3098 3068 3045 229 2816 208 186 163 142 76 50 66 42 2796 2776 175 154 114 83 60 2601 2581 2561 2539 54 2485 1173 1135 684
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=31
num_cat=0
split_feature=473 157 1425 12 474 471 153 12 1419 1419 49 1213 474 157 15 0 49 12 52 12 43 1210 50 130 16 1455 4 43 133 13
split_gain=0.00483565 0.0077587 0.00581838 0.0215252 0.00889175 0.00806918 0.011121 0.0121439 0.00992727 0.00864624 0.00835701 0.0311858 0.0226296 0.0308755 0.0253937 0.03133 0.0235742 0.0180741 0.0318723 0.0275417 0.0626577 0.0578872 0.0567311 0.0332 0.0696681 0.0236383 0.0224941 0.0561908 0.137336 0.0536542
threshold=-0.07576999999999999 0.42235000000000006 0.08789000000000001 0.092655000000000015 -0.094124999999999986 0.10338500000000002 0.08351500000000002 0.23631000000000002 0.091465000000000005 0.086325000000000013 0.09567500000000001 0.0065300000000000002 0.083685000000000023 -0.018414999999999997 -0.040804999999999994 -0.070154999999999981 0.12899500000000003 0.091715000000000005 0.5140450000000002 0.093965000000000007 -0.041049999999999996 -0.077869999999999981 0.089465000000000017 0.090185000000000015 -0.073404999999999984 0.10534 -0.080584999999999976 0.0034250000000000005 -0.022174999999999997 -0.085384999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 8 9 10 17 12 13 -12 15 -15 -17 18 25 20 -19 -21 -22 -23 -25 26 27 29 -29 -6
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 11 -13 -14 14 -16 16 -18 19 -20 21 22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0014446325172447478 -0.0020180464658716866 -0.0019263389287516475 0.0032123557515054326 -0.0010229352784032622 0.0018003876717591434 -0.001908440597418865 0.0022537868469953539 -0.0024586755875498061 -0.0017108693908526084 0.0015522893713283781 -0.004065171038647267 -0.0038475281456485395 0.0022998677900018679 0.00019449822321933297 0.0026264069088060282 -0.0044326263891222581 -0.00063704254862386735 -0.00013275370708133063 -0.0034396645945629907 -0.0051151182153262205 0.0019291720446199181 6.0929452376217831e-05 0.0079301637349366832 0.0064992937756379919 -2.9802887531166728e-05 0.0032958531577605755 0.00017836901448965397 -0.00059025572103564626 -0.0099863913226207468 -0.00071481538036767588
leaf_weight=23 22 21 24 24 107 22 22 20 33 37 22 25 33 175 29 30 36 89 28 20 50 470 23 26 44 21 1155 60 21 409
leaf_count=23 22 21 24 24 107 22 22 20 33 37 22 25 33 175 29 30 36 89 28 20 50 470 23 26 44 21 1155 60 21 409
internal_value=0 -1.07252e-05 2.34857e-06 0.00109471 -1.49619e-05 -3.06789e-07 1.37565e-05 -2.87551e-06 1.38136e-05 3.33718e-05 1.38104e-05 -0.000444102 -0.0001823 -0.000462819 -0.000169294 -0.000505706 -0.00236231 7.73337e-05 -9.21316e-05 0.000500058 0.00164838 0.000167866 0.0038199 0.000363532 0.00239529 -3.92659e-05 -7.92416e-05 -0.000577634 -0.00302629 -0.000193252
internal_weight=0 3098 3077 48 3029 3007 2985 2963 2943 2910 2873 350 325 292 270 241 66 2523 1801 722 162 560 73 540 70 1773 1752 597 81 516
internal_count=3121 3098 3077 48 3029 3007 2985 2963 2943 2910 2873 350 325 292 270 241 66 2523 1801 722 162 560 73 540 70 1773 1752 597 81 516
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=31
num_cat=0
split_feature=471 1429 156 1428 154 157 1425 2 0 484 4 2 52 43 457 3 1 0 2 16 2 484 484 49 13 13 2 0 1375 1456
split_gain=0.00503826 0.00812905 0.0126456 0.0104636 0.00615195 0.0215702 0.0116419 0.00658651 0.0266091 0.0214437 0.0206337 0.0200771 0.0208214 0.0221969 0.015881 0.0156503 0.0413713 0.0384777 0.0382027 0.0294634 0.0207587 0.0170813 0.066247 0.0319951 0.0493238 0.0530186 0.0355372 0.0467346 0.0219029 0.0207111
threshold=0.10693500000000002 -0.23752499999999996 0.16414500000000004 0.098365000000000022 0.084190000000000001 0.42235000000000006 0.08789000000000001 0.11389000000000002 0.089620000000000019 0.10455500000000001 0.59999500000000017 0.10912000000000001 -0.07167999999999998 -0.08076499999999999 0.098180000000000003 0.092670000000000016 0.08592000000000001 -0.23001499999999997 0.092235000000000025 -0.092484999999999984 0.10444500000000002 0.087020000000000014 0.085790000000000019 0.11428500000000001 -0.085384999999999975 -0.086589999999999986 0.086285000000000014 -0.073574999999999988 -0.088929999999999981 -0.24189499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 11 9 10 14 15 -13 -14 -9 17 -17 -3 19 -18 -20 22 28 24 25 -23 27 -26 -19 -28
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 -11 -12 12 13 -15 -16 16 18 21 20 -21 -22 23 -24 -25 26 -27 29 -29 -30 -31
leaf_value=-0.0019712613884448299 0.0015437061111221002 0.0039618889084085821 0.0020124324623705639 -0.0022973213344812393 0.0015597345954738559 -0.0031352128277913754 0.0022486830254543431 -0.00011056887181533041 -0.0039233527937904003 -0.0033950867818202824 0.0022119349044923847 0.0033649955529350944 -0.00240475827944465 0.0015991248607557891 -0.0030038158330717123 -0.0037957614177288727 -0.00036108613094256727 0.002638279126145907 -0.0041844805236905813 0.0041244085567692917 0.00017772645922377707 0.0012000415993567845 -0.004897099843947217 -0.0028365305822808298 -0.005524253282346763 0.0080484786099987108 -0.00088426072616130122 0.001312017288291827 -4.0528335939129747e-05 0.0026463212731027011
leaf_weight=21 21 25 31 20 25 22 23 369 20 20 37 36 20 45 20 39 32 31 24 27 20 26 28 20 20 20 24 20 1981 54
leaf_count=21 21 25 31 20 25 22 23 369 20 20 37 36 20 45 20 39 32 31 24 27 20 26 28 20 20 20 24 20 1981 54
internal_value=0 -1.04574e-05 2.9161e-06 -1.75219e-05 -2.46377e-06 -1.54691e-05 7.55485e-06 -9.8711e-06 -0.000354943 -0.000194925 -4.46823e-05 5.46568e-05 0.0014357 0.000367161 -0.000259322 -3.6807e-06 -0.00102186 6.0606e-05 2.84589e-05 0.0016916 -0.00220166 1.67516e-05 -6.64798e-05 0.000939535 0.00140003 0.00417762 0.00031724 -0.00210612 7.45536e-07 0.00155999
internal_weight=0 3100 3079 3048 3028 3003 2981 2958 466 446 426 2492 101 65 389 2391 142 2249 103 59 44 2224 2040 184 164 46 118 40 2012 78
internal_count=3121 3100 3079 3048 3028 3003 2981 2958 466 446 426 2492 101 65 389 2391 142 2249 103 59 44 2224 2040 184 164 46 118 40 2012 78
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=31
num_cat=0
split_feature=1447 2 2 1447 13 133 479 479 483 481 481 481 46 45 1453 2 473 157 474 43 157 12 12 151 1373 1373 482 1447 160 3
split_gain=0.00523036 0.0240539 0.0655533 0.0146255 0.0405722 0.00697194 0.00553458 0.012901 0.00812758 0.00673759 0.00710865 0.00757159 0.00727254 0.0131672 0.00705953 0.019067 0.00923099 0.00921293 0.041262 0.0624599 0.0276955 0.026678 0.0279979 0.0129002 0.011477 0.0340314 0.0108186 0.0128695 0.0100371 0.048505
threshold=-0.085804999999999979 0.083715000000000026 0.086950000000000013 -0.084334999999999979 -0.085034999999999986 0.086990000000000012 0.10713500000000002 0.097110000000000016 0.13726000000000002 -0.099059999999999995 -0.085474999999999982 -0.079764999999999989 0.096120000000000011 1.0000000180025095e-35 -0.077384999999999995 0.086330000000000004 0.077695000000000014 -0.087424999999999989 0.083455000000000015 -0.08231999999999999 -0.086649999999999991 0.092655000000000015 0.086565000000000017 -0.5145249999999999 1.0000000180025095e-35 0.089075000000000001 -0.24294999999999997 -0.075484999999999983 0.10285000000000001 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -4 7 8 9 -5 -11 -12 13 14 15 -13 17 18 21 -20 -19 22 -16 -22 26 -26 -25 -28 -29 -30
right_child=3 2 5 6 -6 -7 -8 -9 -10 10 11 12 -14 -15 16 -17 -18 20 19 -21 23 -23 -24 24 25 -27 27 28 29 -31
leaf_value=0.001834758566110395 0.0051106147840619086 -0.0050991027019335888 0.0011762790484787075 0.0012958490444968144 -0.0012590140360407532 -0.0010836654313607142 0.0013520876861487826 -0.002544200120610185 0.0020132408954668789 -0.0016734429330636678 0.0018794092726671979 -0.0034855290049953126 0.001548854929619822 -0.0024797155246646567 1.0460220848120029e-05 0.00053210776769211168 0.0019926759318205649 0.00372973338351585 -0.0071024593857476823 0.00052208249080216605 -0.0018597276699634875 -0.0015819795065535568 0.0048094757925719028 0.0017864376786306049 0.0047504303953610364 -0.00034577442382119204 -0.0024441135436063634 3.4961511264328392e-05 7.1613315523332241e-06 -0.0051485040754249154
leaf_weight=30 20 32 43 39 20 20 30 20 20 26 21 21 29 22 31 27 23 20 22 21 37 39 20 33 20 38 22 2246 107 22
leaf_count=30 20 32 43 39 20 20 30 20 20 26 21 21 29 22 31 27 23 20 22 21 37 39 20 33 20 38 22 2246 107 22
internal_value=0 -0.000633775 -0.00141331 2.64425e-05 0.0019258 0.000458836 7.40812e-07 -1.31144e-05 4.3053e-06 -9.61663e-06 -2.74997e-05 -1.23297e-05 -2.65178e-05 -4.30049e-05 -2.35041e-05 -0.00122561 -2.1413e-06 -1.92738e-05 -0.00083063 -0.00337885 2.31271e-05 0.000386851 0.00189243 -6.23211e-06 2.13319e-05 0.00141154 -1.18499e-05 -3.66073e-05 -1.43062e-05 -0.000872099
internal_weight=0 125 95 2996 40 63 2956 2926 2906 2886 2847 2821 2800 2771 2749 48 2701 2678 133 43 2545 90 51 2525 2488 58 2430 2397 2375 129
internal_count=3121 125 95 2996 40 63 2956 2926 2906 2886 2847 2821 2800 2771 2749 48 2701 2678 133 43 2545 90 51 2525 2488 58 2430 2397 2375 129
is_linear=0
shrinkage=0.1


Tree=954
num_leaves=31
num_cat=0
split_feature=151 49 46 473 156 155 474 156 1426 475 475 2 149 1375 160 42 52 151 475 12 133 43 1374 16 454 149 4 0 4 133
split_gain=0.00537465 0.00579705 0.00655656 0.00493899 0.00802111 0.0111469 0.00908052 0.0067383 0.0113079 0.00669218 0.0103656 0.0129134 0.00696141 0.00716989 0.0318608 0.0155973 0.0212209 0.0134251 0.0178993 0.0316858 0.0222772 0.0147497 0.0146125 0.0115898 0.0113792 0.0109651 0.0161311 0.0362565 0.0121988 0.0219099
threshold=-0.5666199999999999 0.51130000000000009 -0.043074999999999995 -0.07576999999999999 0.15173500000000004 0.12509500000000004 -0.10891999999999999 -0.14734999999999998 -0.081389999999999976 -0.11173999999999999 -0.086799999999999974 0.089320000000000024 0.10022500000000002 0.083585000000000007 0.10648000000000001 0.088380000000000014 -0.016949999999999996 0.26665000000000005 -0.082549999999999998 0.085955000000000018 0.085815000000000016 -0.081374999999999989 -0.064634999999999984 1.0000000180025095e-35 -0.011179999999999997 0.079000000000000015 -0.50940999999999981 0.11070500000000001 -0.17966999999999997 0.085760000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 -9 -10 11 -11 13 17 15 16 23 18 19 20 21 -12 -20 -15 -24 26 27 -26 29 -28
right_child=1 -3 3 4 -6 -7 7 8 9 10 12 -13 -14 14 -16 -17 -18 -19 22 -21 -22 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0015944075770676137 0.0018054703949019315 -0.0016283062450714748 0.0014818881850012324 -0.0021498972782865167 -0.0015967194070981351 0.0017439852008869314 0.0017730032077192199 -0.0023943649214925246 -0.0016713418726188442 0.002611500193597749 -0.0030113979242742065 -0.00056063182807217042 -0.0017534045522789592 0.002233061792018513 -0.0044046075176447635 0.0023874240350865183 -0.0025911400628769224 -0.0024320121738128364 0.0021914533444214613 0.0038414357993614805 0.0028508602379588412 0.00061038753989598035 -0.0021956995279955056 -0.00078713467120434394 -0.0047709061156796378 0.0017009021144248609 0.00032285312105765723 0.00028505405109073665 -3.795124713808558e-05 0.0040642390428547517
leaf_weight=21 20 22 22 20 32 36 21 20 24 33 22 21 23 24 20 21 34 22 30 34 20 23 24 27 23 37 72 37 2316 20
leaf_count=21 20 22 22 20 32 36 21 20 24 33 22 21 23 24 20 21 34 22 30 34 20 23 24 27 23 37 72 37 2316 20
internal_value=0 -1.08008e-05 7.60287e-07 -1.10429e-05 -2.18613e-05 -5.08514e-06 -2.63003e-05 -1.18932e-05 -2.46991e-05 -8.39596e-06 5.4475e-06 0.00137789 -2.07498e-05 -6.54768e-06 -0.000743763 -5.30378e-05 -0.000655975 2.81125e-05 4.84747e-05 0.00136782 7.39287e-05 -0.00116026 -2.56684e-06 0.000634134 -2.85932e-05 -7.83048e-06 -3.34476e-05 -0.00165306 6.90827e-06 0.0011362
internal_weight=0 3100 3078 3058 3036 3004 2968 2948 2927 2907 2883 54 2829 2806 126 106 85 2680 2658 99 65 45 2559 51 2529 2505 2468 60 2408 92
internal_count=3121 3100 3078 3058 3036 3004 2968 2948 2927 2907 2883 54 2829 2806 126 106 85 2680 2658 99 65 45 2559 51 2529 2505 2468 60 2408 92
is_linear=0
shrinkage=0.1


Tree=955
num_leaves=31
num_cat=0
split_feature=394 394 1186 129 42 4 12 129 12 3 3 43 129 33 295 106 15 15 0 16 52 52 0 12 0 160 1 1 484 0
split_gain=0.00482868 0.00922255 0.00849603 0.00623521 0.0335919 0.0316571 0.0160867 0.0324656 0.0243435 0.0183146 0.0169375 0.0125024 0.0168707 0.00964814 0.00853001 0.0129331 0.00836216 0.0190238 0.0151805 0.0475373 0.0457569 0.0679918 0.0444546 0.0423678 0.0443959 0.0272593 0.0204507 0.0855269 0.0211721 0.0261414
threshold=-0.16013499999999997 -0.12099999999999998 0.093055000000000013 0.083780000000000007 -0.16797499999999996 -0.08835999999999998 0.089410000000000003 0.090180000000000024 0.09320500000000001 -0.085854999999999987 -0.094874999999999987 -0.086909999999999987 0.089710000000000012 -1.0000000180025095e-35 0.084575000000000011 0.087515000000000009 0.08517000000000001 0.084840000000000013 -0.086284999999999987 -0.008904999999999998 0.088185000000000013 0.10611000000000001 -0.087414999999999979 0.083985000000000018 -0.050684999999999994 -0.54784999999999984 0.090840000000000018 0.09253500000000002 -0.078199999999999978 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 10 -8 -9 -10 -7 -12 -13 -6 15 16 17 -15 19 20 22 -22 -18 24 -20 -25 28 -28 -27 -30
right_child=1 2 -4 5 13 6 7 8 9 -11 11 12 -14 14 -16 -17 18 -19 23 -21 21 -23 -24 25 -26 26 27 -29 29 -31
leaf_value=-0.0011355957972842294 0.0021540383331011981 -0.004112546879332513 -0.0020546812674729154 0.0031923295920588883 0.0017268204697757029 -0.0033904018168825476 0.0044167095063520337 -0.0030220311059383676 0.0034753319621086119 -0.00024667813006836251 0.0017716056586283705 -0.0032595425733320769 0.00024064651719527322 -9.7746581228966441e-05 -0.0018223491542112944 0.0024696356794309052 0.00050673015541785084 -0.0026363040040208339 -0.006461296696215868 0.0049320574522156409 0.0070999393084396917 -9.7508756443858156e-05 -0.0042617377584222068 0.0037697997203351751 0.00020173125667497516 0.0028585355219106672 -0.0054935275493335212 0.00044615705020260068 -0.001784520525273235 0.00053298669869838457
leaf_weight=37 20 20 20 37 32 21 21 20 20 39 23 21 40 1847 26 21 60 30 20 27 21 35 29 21 20 33 32 100 56 372
leaf_count=37 20 20 20 37 32 21 21 20 20 39 23 21 40 1847 26 21 60 30 20 27 21 35 29 21 20 33 32 100 56 372
internal_value=0 1.36242e-05 -3.47161e-07 1.31504e-05 -2.89103e-05 0.000500151 1.4246e-05 0.000921965 -7.0181e-06 0.00101502 -0.000850248 -0.00021521 -0.000964337 4.47246e-07 -1.96415e-05 -2.435e-06 -2.16409e-05 -0.00013832 0.000243501 0.00107945 0.000362064 0.00260153 -0.00104704 2.36497e-05 -0.00312978 0.000229085 0.000103697 -0.000993766 0.000417938 0.000229761
internal_weight=0 3084 3064 3044 2802 242 205 100 79 59 105 84 61 2782 2750 2724 2703 1877 826 172 145 56 89 654 40 614 593 132 461 428
internal_count=3121 3084 3064 3044 2802 242 205 100 79 59 105 84 61 2782 2750 2724 2703 1877 826 172 145 56 89 654 40 614 593 132 461 428
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=31
num_cat=0
split_feature=484 1451 1451 1452 50 50 483 0 159 483 158 3 1 483 106 9 1 50 15 474 471 16 1375 1375 0 151 0 2 16 133
split_gain=0.00519267 0.00897656 0.00873979 0.00756166 0.00742819 0.00891947 0.00609332 0.0176138 0.020304 0.0153425 0.0104215 0.0400512 0.0238189 0.0112857 0.00761645 0.00900588 0.0108448 0.0105682 0.0353399 0.0154268 0.0118906 0.00773987 0.051202 0.0440669 0.0488121 0.0283356 0.0245883 0.0418612 0.0236004 0.026723
threshold=-0.52850499999999989 0.089825000000000002 0.081365000000000007 -0.073879999999999987 -0.47248999999999991 -0.46347499999999997 -0.086734999999999993 -0.082724999999999979 -0.0060149999999999986 -0.096724999999999992 0.10722000000000002 -0.049509999999999992 0.076935000000000017 -0.069964999999999986 0.088100000000000012 -0.090799999999999978 0.16175000000000003 -0.13200999999999999 -0.093959999999999988 -0.45463999999999999 -0.086614999999999984 -0.010264999999999998 -0.15308499999999997 -0.15308499999999997 -0.16360999999999995 -0.5145249999999999 -0.23811499999999999 0.10644500000000001 -0.039889999999999988 0.097125000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 9 -9 -7 13 12 -12 -8 15 -15 17 18 -17 -19 -21 22 -22 -23 -25 -24 27 -27 -28 -30
right_child=1 -3 -4 4 5 6 10 8 -10 -11 11 -13 -14 14 -16 16 -18 19 -20 20 21 23 25 24 -26 26 28 -29 29 -31
leaf_value=-0.0016061435034498573 0.001946490500122309 0.0017927639161436156 -0.0019918808138093234 0.0018698771683765309 -0.0021222056681290272 0.0039496835512788193 -0.0021574204535378767 -0.0028767387005722241 0.0011774627361834673 0.00024851165445787568 -0.0014104799287659783 -0.0050261878827586775 0.002849531967547678 -0.0018856366151012481 0.0016613705690750585 -0.0017758551173028539 0.0021832937982095325 -0.0026611418574413459 0.0036882209254364517 0.0022136285901069642 0.0040601216961476897 -0.0046881539576960757 -0.0035426295456338929 0.0047266589431092148 -0.00027458163095701063 -0.0056381182628683748 4.1169860653689297e-06 0.00061736924816732826 0.00076375279372057497 0.0045006884558295669
leaf_weight=20 20 28 22 21 20 24 24 21 30 21 35 20 21 25 28 20 23 22 29 24 32 22 22 20 805 20 1510 23 147 22
leaf_count=20 20 28 22 21 20 24 24 21 30 21 35 20 21 25 28 20 23 22 29 24 32 22 22 20 805 20 1510 23 147 22
internal_value=0 1.03589e-05 -5.88172e-06 8.43883e-06 -4.34937e-06 -1.74254e-05 -3.34658e-06 0.000780453 -0.000491914 0.00222247 -2.93468e-05 -0.00118487 0.000187025 1.81711e-06 2.03646e-05 3.75283e-06 2.09855e-05 2.68781e-06 0.00145799 -2.40299e-05 -2.11209e-06 -2.23857e-05 9.62425e-05 -0.000271127 -0.000153339 2.35107e-05 6.90712e-05 -0.00229216 0.000129543 0.00125022
internal_weight=0 3101 3073 3051 3031 3010 2990 96 51 45 2894 76 56 2818 2794 2766 2741 2718 49 2669 2647 2623 1776 847 825 1744 1722 43 1679 169
internal_count=3121 3101 3073 3051 3031 3010 2990 96 51 45 2894 76 56 2818 2794 2766 2741 2718 49 2669 2647 2623 1776 847 825 1744 1722 43 1679 169
is_linear=0
shrinkage=0.1


Tree=957
num_leaves=31
num_cat=0
split_feature=475 470 1420 1419 43 475 472 475 475 157 157 156 151 15 43 1446 480 480 12 480 159 160 43 1447 15 1447 52 155 50 50
split_gain=0.00470792 0.00922847 0.0113597 0.00737708 0.0115309 0.00650717 0.0173738 0.00971582 0.010761 0.0371567 0.00943129 0.0422346 0.0264672 0.0122893 0.0204034 0.00867503 0.00763782 0.0151581 0.0429281 0.0227167 0.0137995 0.0223126 0.0153684 0.0110349 0.0320824 0.0219374 0.00927297 0.0087905 0.00858611 0.0222832
threshold=-0.49729499999999999 1.0000000180025095e-35 -0.086449999999999985 0.091465000000000005 -0.065269999999999981 -0.24431999999999998 -0.086459999999999981 0.088410000000000016 0.05680000000000001 0.11933000000000001 -0.087424999999999989 0.086860000000000007 -0.54917999999999989 -0.015039999999999998 -0.078844999999999985 0.11787500000000002 0.091115000000000015 0.086930000000000021 0.08401500000000002 0.081520000000000023 -0.094469999999999985 -0.069549999999999987 -0.077604999999999993 -0.085709999999999995 0.089165000000000008 -0.084334999999999979 -0.54906499999999991 0.093115000000000017 0.11875500000000001 0.13005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 8 9 10 11 13 -12 14 -8 16 17 19 -19 23 22 -22 -18 24 -14 -25 -27 28 -28 -30
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 12 -13 15 -15 -16 -17 20 18 -20 -21 21 -23 -24 25 -26 26 27 -29 29 -31
leaf_value=0.0013951871311292054 0.002378931861894671 -0.0021000012044428982 -0.0015383471616250636 -0.0030740993958897891 0.00011970447376370431 0.0023386559740174563 0.0031001920134898415 0.0017569950331122646 -0.0021314909002588442 0.0038332855780608952 0.003303208919290531 -0.0040691417822193718 -0.0043886253637971271 -0.0013395054486311762 -0.0011138978588860482 0.0019456239142031833 0.0022119331808591433 0.0051053211957748446 -0.0010856937607362247 -0.0029332307486415465 -0.0044710542964325707 -0.0001044628955423832 -0.0013486306347035512 0.0031535122935152193 0.0011390007422527387 0.0015980096294411592 1.7003900299444011e-05 -0.0017425390961579978 -0.0032045015219288571 0.00012426754578062502
leaf_weight=24 20 21 27 20 26 32 27 31 24 25 24 31 21 28 20 22 22 21 24 27 22 25 27 22 21 35 2331 30 30 61
leaf_count=24 20 21 27 20 26 32 27 31 24 25 24 31 21 28 20 22 22 21 24 27 22 25 27 22 21 35 2331 30 30 61
internal_value=0 -1.08119e-05 3.45107e-06 -1.20953e-05 -0.00126891 7.1118e-06 2.11002e-05 -4.03087e-06 -2.27267e-05 -5.25074e-06 -3.86758e-05 -0.000964362 -3.18842e-06 0.000318948 0.00130696 -3.2139e-05 -4.81415e-05 -1.60776e-05 0.00180345 -4.78381e-05 -0.000924222 -0.0021484 0.00024999 -1.72988e-05 -0.00162481 9.61052e-06 -1.82004e-05 -4.12703e-05 -2.01976e-05 -0.000973129
internal_weight=0 3097 3076 3056 46 3010 2983 2951 2920 2896 2871 106 2765 75 47 2741 2719 2623 45 2578 96 47 49 2551 42 2509 2487 2452 2422 91
internal_count=3121 3097 3076 3056 46 3010 2983 2951 2920 2896 2871 106 2765 75 47 2741 2719 2623 45 2578 96 47 49 2551 42 2509 2487 2452 2422 91
is_linear=0
shrinkage=0.1


Tree=958
num_leaves=31
num_cat=0
split_feature=484 1451 1451 1452 50 158 158 158 484 42 484 160 40 130 30 104 9 0 13 50 42 12 12 2 16 157 0 3 16 16
split_gain=0.00441198 0.00746495 0.00705353 0.00617529 0.00625979 0.00746248 0.0206096 0.0189881 0.0287302 0.0281392 0.0117747 0.00918051 0.0091123 0.0171112 0.0108311 0.00996919 0.0233106 0.00968087 0.0421967 0.0305977 0.0147726 0.0211872 0.0180912 0.0196522 0.0189897 0.0276057 0.0112596 0.0408941 0.0145678 0.0685208
threshold=-0.52850499999999989 0.089825000000000002 0.081365000000000007 -0.073879999999999987 -0.47248999999999991 0.10394000000000002 0.10254000000000001 0.10874500000000002 0.056480000000000009 0.085730000000000015 -1.0000000180025095e-35 -0.014214999999999998 -0.24452499999999996 -0.22229499999999999 0.096890000000000018 0.083745000000000014 -0.085744999999999988 0.047850000000000011 -0.072309999999999985 0.07826000000000001 0.082810000000000009 0.097325000000000009 0.093765000000000015 0.10613000000000002 0.057265000000000003 -0.071119999999999989 1.0000000180025095e-35 -0.13309499999999996 -0.18708499999999997 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 12 9 10 -7 11 -9 -6 -14 15 16 -15 26 -19 20 21 22 23 24 -20 -26 28 -28 29 -18
right_child=1 -3 -4 4 5 7 -8 8 -10 -11 -12 -13 13 14 -16 -17 17 18 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0014804905364871957 0.0017590048164129258 0.0016349652064881022 -0.0017894130168397996 0.0017165699885005041 -0.0021289690583944322 -2.7316234384973843e-05 0.0030705870615995745 0.0017950665159150959 0.0031706861748123471 -0.0049786010862920777 -0.0023302545814658515 -0.0008080259621541094 0.0026718382151557311 -0.0028154633504649008 0.0022526589776611047 0.0021974982076790185 -0.00014498846904960661 0.0045881212980020793 -0.0024193957122042777 0.0037145467874194894 0.0021267589390932006 -0.0031769936214134636 0.0022690866980701685 -0.0032889269332846867 -0.0011651478164408631 0.0039037398195692474 0.001343641365529038 -0.0036878012144006787 5.9627733551108213e-05 -0.0049114861645862488
leaf_weight=20 20 28 22 21 20 24 22 20 23 22 32 42 24 30 21 20 267 24 20 21 21 28 25 23 22 21 30 35 2139 34
leaf_count=20 20 28 22 21 20 24 22 20 23 22 32 42 24 30 21 20 267 24 20 21 21 28 25 23 22 21 30 35 2139 34
internal_value=0 9.54847e-06 -5.2617e-06 7.60337e-06 -3.95322e-06 -1.59569e-05 2.17186e-05 -0.000674006 2.75107e-06 -0.00239532 -0.000772382 3.16813e-05 -2.02484e-06 1.31405e-05 -9.80399e-06 -2.70184e-05 -4.32557e-05 -1.25671e-05 0.000648126 0.000125695 -0.000345342 -0.000718824 -9.87458e-05 -0.000787069 0.000126307 0.00131036 -6.66357e-05 -0.0013656 -3.20323e-05 -0.000683397
internal_weight=0 3101 3073 3051 3031 3010 2847 163 117 46 94 62 2825 2805 2781 2760 2740 2710 205 181 160 139 111 86 63 43 2505 65 2440 301
internal_count=3121 3101 3073 3051 3031 3010 2847 163 117 46 94 62 2825 2805 2781 2760 2740 2710 205 181 160 139 111 86 63 43 2505 65 2440 301
is_linear=0
shrinkage=0.1


Tree=959
num_leaves=31
num_cat=0
split_feature=376 44 471 471 156 1417 471 1425 156 475 475 474 16 4 4 2 13 52 3 3 13 42 15 15 133 4 2 0 4 16
split_gain=0.00451367 0.00653446 0.0147274 0.00715228 0.00989378 0.00862405 0.00724047 0.0120841 0.00972242 0.00873594 0.0117793 0.0247203 0.0106223 0.0164816 0.0219699 0.0519693 0.0145329 0.0177928 0.0188844 0.019819 0.016406 0.016914 0.0137787 0.04132 0.0322655 0.023284 0.0232227 0.0135379 0.0131604 0.0106624
threshold=0.11690000000000002 0.10508000000000002 0.10693500000000002 0.094575000000000006 -0.094124999999999986 -0.080324999999999994 -0.083284999999999984 0.10499500000000002 0.13990500000000003 0.088410000000000016 0.05680000000000001 -0.10160499999999999 0.064860000000000015 -0.17966999999999997 -0.14098499999999997 0.082850000000000021 -0.095539999999999986 0.10024500000000001 0.099930000000000005 0.0051600000000000005 0.06370000000000002 -0.074124999999999983 -0.067579999999999987 -0.064294999999999977 0.089405000000000012 -0.020529999999999996 0.09167500000000002 0.12500000000000003 -0.043364999999999994 0.25084500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 9 10 11 -8 13 27 15 -15 29 18 19 20 22 -22 24 -24 26 28 -18 -13 -25 -14
right_child=-2 -3 -4 -5 5 6 7 -9 -10 -11 -12 12 16 14 -16 -17 17 -19 -20 -21 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020199791300304546 0.0013382840109989048 -0.0016900807434586055 0.0027065278141526505 -0.0017354591862385861 -0.0020881031593307851 0.0018916891352273525 0.0032495694718818417 -0.0024671643658075483 0.0019244237095475771 0.0019232929157822029 -0.0023384468333626338 0.0038908944569993765 -0.00027608971763402223 -0.0052659088244231857 5.7466836408030247e-05 0.00053618640323341087 -0.0028405516051376862 -0.0027171000894994882 -0.0029147236706319685 0.0022435911224576934 0.0031925723549317228 -0.00029156482962303256 0.0038668873098989332 -0.00088483920603237573 -0.0047902791707131733 -0.0027396911133028981 0.00076760522470894186 0.00025556702610282672 0.0018538117383806304 0.0027073275297880175
leaf_weight=24 25 23 20 24 20 20 23 20 26 23 22 20 25 26 2300 38 30 39 29 29 22 38 21 47 26 45 44 21 28 23
leaf_count=24 25 23 20 24 20 20 23 20 26 23 22 20 25 26 2300 38 30 39 29 29 22 38 21 47 26 45 44 21 28 23
internal_value=0 -1.08066e-05 1.76205e-06 -1.59567e-05 -2.33237e-06 -1.84839e-05 -4.61715e-06 -1.74084e-05 -7.71712e-07 -1.79197e-05 -3.33368e-05 -1.56916e-05 -4.20336e-05 4.10894e-05 6.61387e-06 -0.00182091 -0.000490264 -0.000688502 -0.000468126 -0.000253121 -0.000493669 0.000985952 -0.000862039 -0.000225264 -0.00175989 -0.00094139 -0.000695161 0.0020289 0.00013759 0.00115346
internal_weight=0 3096 3073 3053 3029 3005 2985 2965 2945 2919 2896 2874 2851 2405 2364 64 446 398 359 330 301 60 241 141 100 120 74 41 75 48
internal_count=3121 3096 3073 3053 3029 3005 2985 2965 2945 2919 2896 2874 2851 2405 2364 64 446 398 359 330 301 60 241 141 100 120 74 41 75 48
is_linear=0
shrinkage=0.1


Tree=960
num_leaves=31
num_cat=0
split_feature=47 47 47 15 484 49 12 1 47 131 1203 399 398 130 132 1186 393 16 1204 129 1186 2 43 47 16 47 13 394 1424 0
split_gain=0.00483292 0.0205528 0.0189643 0.0147161 0.0100657 0.0124591 0.0156288 0.01565 0.0147181 0.00764154 0.00805471 0.0127566 0.00847694 0.0149231 0.0102346 0.0776758 0.0281257 0.0121066 0.0182878 0.0120026 0.0129863 0.0249459 0.0132029 0.0108858 0.0268517 0.0212914 0.0173447 0.0153916 0.0121839 0.0115114
threshold=0.10397500000000001 0.10783500000000001 0.10254000000000001 -0.048699999999999993 -0.051889999999999999 0.29540500000000008 0.095330000000000012 0.10723500000000001 0.12282000000000001 -0.13752999999999996 -0.054459999999999988 0.10788500000000002 0.083190000000000014 0.087100000000000025 -0.083284999999999984 1.0000000180025095e-35 0.10938000000000002 -0.08231999999999999 -0.082884999999999986 -0.08341999999999998 0.057025000000000006 0.094565000000000024 -0.012164999999999999 0.094825000000000007 -0.091354999999999978 0.088915000000000008 -0.071554999999999994 0.0047000000000000011 0.08764000000000001 -0.26343999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 -3 6 7 -6 -9 -1 -11 12 14 -14 15 17 19 18 -12 -16 23 22 -22 25 -25 27 -27 28 29 -21
right_child=1 3 -4 -5 5 -7 -8 8 -10 10 11 -13 13 -15 16 -17 -18 -19 -20 20 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0014990665611218324 0.0025329358419045236 0.0011703591339755804 -0.0031038984862971123 0.0021811821114237386 -0.0043936888812459076 0.0013746282895622046 0.00058602223118000174 0.00087203277984041383 -0.0024879445394617506 -0.0017834943710253216 -0.0012088466319255531 0.0023301475207478254 -0.0034215273056179291 0.00035269792107018558 0.002358706860936114 0.0061051865452495611 -0.0035346817483435226 -0.0015159182091976735 0.0029168211078892154 0.0023085859559831166 -0.00098394745474924216 0.0013839905806393787 -0.0043368019823295375 -0.0042102045069138212 0.00031289723834821158 9.6682771478439326e-05 0.0036536385909883016 0.0025020676732917008 -0.0025008831900777298 -4.3165507063852343e-05
leaf_weight=33 39 35 20 27 20 23 34 22 32 26 22 23 20 22 21 23 23 47 21 21 23 22 24 21 35 26 29 24 20 2343
leaf_count=33 39 35 20 27 20 23 34 22 32 26 22 23 20 22 21 23 23 47 21 21 23 22 24 21 35 26 29 24 20 2343
internal_value=0 0.000439125 -3.52637e-05 1.60229e-05 -0.000336142 -0.000738642 -0.00118869 -0.0020041 -0.00111906 -1.38721e-05 -3.14768e-05 -1.52659e-05 -3.46217e-05 -0.00144455 -1.3049e-05 0.000918847 -5.30582e-05 -0.00040655 0.000806014 -2.23655e-05 -4.16864e-05 -0.00139516 -0.00269604 -4.6122e-06 -0.00138327 2.67336e-05 0.00197217 -1.77012e-05 -4.3068e-05 -2.22743e-05
internal_weight=0 232 2889 193 166 131 108 74 54 2869 2836 2810 2787 42 2745 113 2632 90 43 2609 2588 69 47 2519 56 2463 55 2408 2384 2364
internal_count=3121 232 2889 193 166 131 108 74 54 2869 2836 2810 2787 42 2745 113 2632 90 43 2609 2588 69 47 2519 56 2463 55 2408 2384 2364
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=31
num_cat=0
split_feature=132 132 398 16 398 1201 1200 132 132 1204 42 133 131 42 16 131 131 131 1213 1212 16 401 1213 1213 42 402 1208 402 1209 43
split_gain=0.00481564 0.0107404 0.00695752 0.0155694 0.0135297 0.00878313 0.00958309 0.00778043 0.00988842 0.042655 0.0408776 0.0584966 0.00828313 0.0122362 0.00942029 0.00776501 0.0140545 0.0131609 0.0104942 0.0156434 0.0145834 0.0119341 0.00965824 0.0396331 0.0202259 0.00978019 0.0126557 0.0527686 0.0349897 0.00948476
threshold=-0.43443999999999999 -0.26631499999999991 0.10071000000000001 -0.080344999999999986 0.089640000000000011 -0.081779999999999978 0.085780000000000009 -0.096579999999999985 -0.083284999999999984 -0.081484999999999988 -0.015274999999999999 -0.023589999999999996 0.11697 0.096035000000000023 -0.06421499999999998 0.11495000000000001 0.11088500000000003 0.10548500000000001 0.22676500000000002 0.11534000000000001 -0.087989999999999985 -0.13200999999999999 0.060985000000000004 0.084620000000000015 0.089905000000000013 0.2506000000000001 0.106285 -0.088779999999999984 -0.092099999999999987 -0.081154999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 -7 10 -10 11 -9 15 14 -14 16 17 18 19 21 -20 -11 25 -24 -25 26 28 -28 -23 -30
right_child=1 2 3 -5 -6 6 -8 8 9 12 -12 -13 13 -15 -16 -17 -18 -19 20 -21 -22 22 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.0011042413833097387 0.0018968630512245001 0.0019425924452345655 -0.00330205048667267 0.00055303580307240329 0.0026055800262838602 -0.0015505394581850852 -0.0016883377381258042 -0.00034365239553153516 -0.0046151442918926479 0.0020265484367224295 -0.0014762181023423397 0.00695626913082032 0.0012937948513461058 0.0030338318732736464 -0.0013618824410844934 -0.001880722486583347 0.0025228363228961825 -0.0020977960125310347 -0.00070316291472408924 -0.002089687313734127 0.0027390716761146908 0.0038795118442858049 0.0048063218249895035 -0.0013873089055737688 0.0023124561664934098 -0.0021495921516113659 0.0018364954987191596 -0.0054277065722271797 0.00022889640963943687 -0.00018931627084082506
leaf_weight=39 30 23 20 22 20 32 34 23 20 29 34 21 34 22 22 22 22 30 20 36 32 23 21 45 22 22 20 20 844 1517
leaf_count=39 30 23 20 22 20 32 34 23 20 29 34 21 34 22 22 22 22 30 20 36 32 23 21 45 22 22 20 20 844 1517
internal_value=0 1.39732e-05 -4.53488e-06 -0.00128272 1.33003e-05 -4.03941e-06 -1.91296e-05 2.20259e-07 1.73262e-05 -1.33627e-05 0.00112803 0.0031404 1.9472e-05 0.00103554 0.000250493 -9.61173e-06 5.61743e-06 -1.50386e-05 8.53089e-06 -1.9612e-05 0.00141514 9.46434e-06 -1.36199e-05 0.00101566 -0.000172461 -5.06503e-05 -3.16005e-05 -0.00179561 -2.00312e-06 -3.98154e-05
internal_weight=0 3082 3052 42 3010 2990 2967 2933 2901 2823 78 44 2803 78 56 2725 2703 2681 2651 2599 52 2563 2534 88 67 2446 2424 40 2384 2361
internal_count=3121 3082 3052 42 3010 2990 2967 2933 2901 2823 78 44 2803 78 56 2725 2703 2681 2651 2599 52 2563 2534 88 67 2446 2424 40 2384 2361
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=31
num_cat=0
split_feature=394 394 1186 1186 1186 43 33 129 129 42 43 0 16 129 13 295 106 3 43 43 133 1372 9 457 52 52 0 16 150 2
split_gain=0.00483811 0.00549285 0.00605577 0.00549262 0.00900862 0.0269436 0.00817227 0.00826277 0.0317788 0.0277967 0.0151428 0.0316015 0.0297449 0.0245591 0.0183427 0.00791052 0.0144253 0.00950012 0.00877177 0.0210044 0.0310445 0.0291544 0.020035 0.0182484 0.016058 0.0224465 0.0328795 0.0330099 0.0306566 0.0265932
threshold=-0.16013499999999997 -0.12099999999999998 0.093055000000000013 0.087140000000000009 0.0044650000000000011 -0.013024999999999998 -0.018454999999999996 0.083780000000000007 0.087270000000000014 -0.16797499999999996 -0.06984499999999999 -0.067094999999999988 -0.079504999999999978 0.10532000000000001 -0.0065549999999999992 0.084000000000000005 0.085275000000000004 -0.52915999999999996 -0.088249999999999981 -0.085739999999999997 0.086695000000000008 -0.087494999999999976 -1.0000000180025095e-35 0.087995000000000004 -0.14765999999999999 0.081010000000000013 -0.091069999999999984 -0.083134999999999987 0.10375000000000002 0.098035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 9 -9 -8 11 12 -10 14 -12 16 17 -11 23 20 -20 -21 -23 24 -19 28 -27 -28 -26 -29
right_child=1 2 -4 -5 5 -7 7 8 10 15 13 -13 -14 -15 -16 -17 -18 18 19 21 -22 22 -24 -25 25 26 27 29 -30 -31
leaf_value=-0.0011367038944799051 0.0016654887108597906 0.0019461356579664757 -0.0017315384407993407 0.0016659975983202458 0.0011234388075536117 -0.0034815138067912175 -0.0037485476618167018 0.0042149637148461557 0.0008934038301484416 -0.0021812220872379838 0.004127180297759229 0.0023813469294944535 -0.0036408513915748932 -0.0010843590059084818 0.0006932715366461447 -0.0015457170027675052 0.002452694808986659 0.0016682527052910082 -0.0045220151084672229 0.0036849394656850824 3.9786718054009334e-05 -0.0027166891741217114 -2.3956189774865973e-05 0.0033653621061239393 -0.0011144149989647035 0.0047172690462321046 -0.0026063417901429509 0.0021777200847481414 0.0026879552756630194 -0.0017216564874853128
leaf_weight=37 20 22 20 20 24 27 20 22 23 20 28 23 39 35 35 33 24 69 26 21 35 28 2099 20 182 20 29 73 24 23
leaf_count=37 20 22 20 20 24 27 20 22 23 20 28 23 39 35 35 33 24 69 26 21 35 28 2099 20 182 20 29 73 24 23
internal_value=0 1.36375e-05 2.85517e-06 1.42507e-05 3.32641e-06 -0.00131448 2.59325e-05 1.16172e-05 0.00062404 -3.41026e-05 0.000192345 -0.000784399 -0.00195879 0.00103952 0.00221945 -6.85065e-06 1.20066e-05 -9.94039e-06 6.45283e-06 -7.47612e-05 -0.00190459 -2.27968e-05 -5.94035e-05 0.000414184 0.000273652 -5.00476e-07 0.000952669 0.000350332 -0.00067142 0.00124349
internal_weight=0 3084 3064 3044 3024 51 2973 2951 205 2746 183 85 62 98 63 2726 2693 2669 2649 2209 61 2148 2127 440 420 351 145 125 206 96
internal_count=3121 3084 3064 3044 3024 51 2973 2951 205 2746 183 85 62 98 63 2726 2693 2669 2649 2209 61 2148 2127 440 420 351 145 125 206 96
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=31
num_cat=0
split_feature=1208 1209 2 1208 4 4 2 12 0 403 402 1454 4 159 403 42 133 12 52 4 1213 16 16 52 472 2 12 13 52 43
split_gain=0.00448324 0.0336084 0.0271743 0.00788604 0.00569852 0.034554 0.0715847 0.0317181 0.0221607 0.0198527 0.0208492 0.0160341 0.0398577 0.0183498 0.0187636 0.0583055 0.019763 0.0315157 0.081529 0.0309626 0.0216534 0.0219052 0.0437381 0.0276397 0.0252044 0.0237595 0.0296321 0.0188718 0.0266867 0.0281983
threshold=0.099975000000000008 -0.094304999999999986 0.088745000000000004 1.0000000180025095e-35 -0.080584999999999976 -0.082249999999999976 0.08708500000000001 0.087995000000000004 -0.086934999999999985 -0.41825499999999993 -0.43418999999999991 0.098995000000000014 -0.082594999999999988 -0.085489999999999997 -0.23730999999999999 -0.031659999999999994 0.0033250000000000003 0.085355000000000014 0.077655000000000016 -0.15464999999999998 0.088165000000000007 0.26799500000000004 0.19444000000000003 -0.53964499999999982 -0.38234499999999999 0.081135000000000013 0.092255000000000018 -0.010094999999999998 0.08568000000000002 -0.0092949999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 11 7 8 -7 10 -6 12 13 -3 15 -15 20 18 -18 -19 21 22 25 24 -23 -16 27 -27 -29 -30
right_child=2 3 -4 -5 9 6 -8 -9 -10 -11 -12 -13 -14 14 16 -17 17 19 -20 -21 -22 23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0038255445902114328 0.0032405084507815818 0.0021507359487382143 -0.00093189775676315507 0.0018561737186720839 -0.00058554737363010641 -0.0013831816842027297 -0.0057644752870229165 -0.003633414670115426 0.0024263789842685537 3.4712906108883613e-05 0.0034834494104656836 -0.0026240020397711884 0.0044085424526461537 0.0014117837731685975 -0.0029666241092075195 -0.0057890979573130613 -0.00056382599525386468 -0.0033621555870576277 0.008002160259056838 0.0010992964551163216 0.0026380922664732982 -0.0032925511663779621 -0.004712269293075359 0.0032997123191073059 0.0007821181531956731 0.00039473298557959831 0.0028825449557708847 -0.00011631434506459816 -0.00038712649741986149 -0.0048920412886549131
leaf_weight=23 27 37 37 23 20 26 33 21 37 2117 34 22 21 23 35 22 25 21 20 60 24 20 27 31 63 113 28 74 24 33
leaf_count=23 27 37 37 23 20 26 33 21 37 2117 34 22 21 23 35 22 25 21 20 60 24 20 27 31 63 113 28 74 24 33
internal_value=0 -1.73417e-05 0.000828336 1.15274e-05 -2.56326e-06 -0.000223728 -0.00181809 -0.000267719 0.000854179 8.30095e-05 0.00197641 3.42802e-05 0.000117707 -1.48041e-05 -0.000139415 -0.00210865 8.77108e-06 0.00112143 0.00324328 -5.73763e-05 -0.000288252 -0.000445021 -0.000853541 0.000751873 -0.00019973 -0.000514174 -0.000198601 -0.000552176 -0.00136897 -0.00299524
internal_weight=0 3057 64 3034 3011 840 117 84 63 2171 54 723 701 680 643 45 598 126 45 81 472 448 334 114 83 307 272 244 131 57
internal_count=3121 3057 64 3034 3011 840 117 84 63 2171 54 723 701 680 643 45 598 126 45 81 472 448 334 114 83 307 272 244 131 57
is_linear=0
shrinkage=0.1


Tree=964
num_leaves=31
num_cat=0
split_feature=399 1203 1201 1200 131 131 0 1 12 15 402 132 132 2 2 157 1210 3 1210 132 50 50 157 2 43 159 42 12 52 13
split_gain=0.00445501 0.00889223 0.00599335 0.0105979 0.00605471 0.0200383 0.0151867 0.0236243 0.0195052 0.0132703 0.0110813 0.00841896 0.0207774 0.0198669 0.0168838 0.0139284 0.0107771 0.074658 0.010494 0.0104886 0.00866946 0.0312595 0.013225 0.0107472 0.0239531 0.010512 0.0230407 0.0366052 0.0241816 0.0168745
threshold=0.11450500000000001 -1.0000000180025095e-35 -0.081779999999999978 0.086110000000000006 0.10954500000000002 0.10258000000000002 -0.069954999999999976 0.096475000000000019 0.095330000000000012 0.088235000000000022 0.27918000000000004 0.088210000000000011 0.093160000000000007 0.10527500000000002 0.091185000000000002 -0.00046499999999999992 -0.08453999999999999 -0.082404999999999992 -0.077744999999999995 0.090440000000000006 -0.24386999999999998 -0.099524999999999988 0.63604500000000008 0.11474000000000002 -0.077824999999999991 0.10461500000000003 0.089905000000000013 0.091085000000000013 0.096795000000000006 -0.15416999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 10 7 8 9 -6 11 16 15 14 -14 -13 17 -4 -18 -17 23 -22 25 24 -20 29 28 -28 -27 -23
right_child=-2 2 3 -5 6 -7 -8 -9 -10 -11 -12 12 13 -15 -16 19 18 -19 20 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0020606165837740438 -0.0014516055475853917 0.0016040565476388388 0.0025577910675632733 -0.0018865421321243047 0.00067731771398583723 -0.0024086995030354178 0.0022346730266387268 -0.0030187805759764857 -0.0016214741859585048 0.0037627708638319751 0.0019435215853796954 -3.7980920058630762e-05 5.3982148103120675e-05 -0.001691674004703398 0.0034880006378939887 -0.0015347510036372114 0.0019114366732537746 -0.0045823592838132752 0.00201170651614666 -0.004698904992917299 0.003446664012692593 -0.0010775766598609543 -0.0025355734187178314 -0.00294402287386003 -0.0021485909924752289 0.00081799340664659437 -0.0040219403084610465 0.0015608427037174504 0.0043506601987325635 5.6316558084225596e-05
leaf_weight=21 21 23 27 30 46 35 42 21 26 20 29 21 41 36 22 20 30 32 25 22 27 140 20 21 31 123 23 24 23 2099
leaf_count=21 21 23 27 30 46 35 42 21 26 20 29 21 41 36 22 20 30 32 25 22 27 140 20 21 31 123 23 24 23 2099
internal_value=0 9.83344e-06 -4.15371e-06 -1.62574e-05 2.28476e-06 -3.05823e-05 0.000611068 7.60452e-06 0.00069841 0.0016123 -1.23322e-06 -2.13251e-05 -0.000721108 0.000182313 0.00125316 -0.00214077 2.1535e-05 -0.00131483 5.20244e-05 -0.00319216 3.02003e-05 6.26584e-05 2.53957e-05 -0.00101478 -0.000291315 4.64563e-05 0.00075458 -0.00117116 0.00137451 -1.45834e-05
internal_weight=0 3100 3079 3056 3026 2871 155 113 92 66 2836 2807 162 99 63 63 2645 59 2586 42 2556 2479 2452 77 56 2432 193 47 146 2239
internal_count=3121 3100 3079 3056 3026 2871 155 113 92 66 2836 2807 162 99 63 63 2645 59 2586 42 2556 2479 2452 77 56 2432 193 47 146 2239
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=31
num_cat=0
split_feature=473 16 14 1 156 1 46 471 153 12 12 42 8 1 1446 157 4 157 133 1427 1371 51 2 0 51 2 51 51 13 51
split_gain=0.0049885 0.00847678 0.00529166 0.0149716 0.00645047 0.00621391 0.0119703 0.0105944 0.00897784 0.00801993 0.0112068 0.0144276 0.0116322 0.00848252 0.00924312 0.00767833 0.0240976 0.0544607 0.0360513 0.0116239 0.016212 0.00897608 0.0293059 0.0242671 0.0217848 0.0495896 0.0133549 0.0422737 0.0314981 0.0260347
threshold=-0.07576999999999999 0.64105000000000001 -0.36617499999999997 0.13756000000000004 0.11582500000000001 0.15618500000000002 0.096120000000000011 0.10338500000000002 0.08351500000000002 0.15120000000000003 0.13043000000000002 0.14351000000000003 0.089545000000000013 0.14627000000000004 0.11787500000000002 -0.086989999999999984 -0.0083799999999999986 -0.089089999999999989 0.085265000000000021 0.088415000000000007 0.083235000000000017 0.11548000000000001 0.084985000000000019 -0.087794999999999998 0.10501000000000001 0.090050000000000005 0.095820000000000016 0.094075000000000006 -0.087934999999999985 0.090560000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 10 11 12 13 14 15 16 17 -4 -18 20 21 24 -23 -24 26 -26 27 29 -28 -17
right_child=1 -3 5 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 19 18 -19 -20 -21 -22 22 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.0014672871183037111 -0.00094123946516500685 -0.0014952684884376238 0.00025155945021348698 0.0028987897825572873 0.0013220402679871767 -0.0013015937497461768 0.0019260122673586011 -0.0021564052953971955 0.002109697946580127 -0.0015906355110928416 0.0017797036286875873 -0.0026970901724416765 0.0019568701947597824 -0.0020748803857713939 0.0019883017061384516 1.1774670622882739e-05 0.00098577385316744003 0.0053722830204707061 -0.0042402787496526309 -0.0020949115727229846 -0.0020958963896478772 -0.0037470844557025923 0.0026796254212361724 -0.0014489029042722126 -0.0018160216964315625 0.0045707964387181549 0.00097160572775464968 0.0045859272719826552 -0.0046407087100669743 -0.0026626853719101968
leaf_weight=23 34 38 90 24 20 37 32 23 20 32 35 20 30 20 23 2238 33 27 22 28 38 27 24 35 20 31 20 20 20 37
leaf_count=23 34 38 90 24 20 37 32 23 20 32 35 20 30 20 23 2238 33 27 22 28 38 27 24 35 20 31 20 20 20 37
internal_value=0 -1.08933e-05 7.54008e-06 0.000820636 -0.000102988 -1.3728e-05 2.45229e-06 -1.86785e-05 -1.66543e-06 -1.63788e-05 1.37184e-06 -2.08335e-05 -1.60062e-06 -2.29425e-05 -7.92646e-06 -2.48686e-05 0.000621723 0.00143326 -0.00110465 -6.86881e-05 -4.60848e-05 -1.45747e-05 -0.00101828 0.000230498 2.16023e-05 0.00206616 -2.3054e-05 8.51891e-06 -0.00183455 -3.1722e-05
internal_weight=0 3098 3060 78 54 2982 2945 2913 2890 2870 2838 2803 2783 2753 2733 2710 172 117 55 2538 2510 2472 86 59 2386 51 2335 2295 40 2275
internal_count=3121 3098 3060 78 54 2982 2945 2913 2890 2870 2838 2803 2783 2753 2733 2710 172 117 55 2538 2510 2472 86 59 2386 51 2335 2295 40 2275
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=31
num_cat=0
split_feature=403 3 16 403 1210 403 1208 1212 52 1201 1211 0 399 2 0 2 481 401 4 4 1209 1452 130 130 394 159 16 1455 158 1
split_gain=0.00464709 0.0401834 0.0446878 0.0390752 0.0263267 0.00878279 0.0107109 0.0062977 0.0170077 0.0167347 0.0124265 0.014694 0.009132 0.00986064 0.0254083 0.0221649 0.0233413 0.0197033 0.0185638 0.0301634 0.0222851 0.0190743 0.0171511 0.0190721 0.0203865 0.018445 0.0194378 0.0409703 0.0316294 0.0446538
threshold=-0.54856499999999986 -0.086049999999999988 -0.077589999999999978 -0.53960999999999981 -0.40154499999999999 -0.52917499999999984 0.10480500000000002 0.10761500000000002 0.085540000000000019 -0.08126499999999999 0.11671000000000002 -0.081459999999999991 0.10788500000000002 0.085155000000000022 -0.15350499999999997 0.085485000000000019 -0.24133999999999997 -1.0000000180025095e-35 -0.35136499999999998 -0.14098499999999997 0.087170000000000011 0.088995000000000019 -0.082794999999999994 -0.013699999999999999 -0.021004999999999996 0.11389500000000001 -0.021269999999999997 -0.088559999999999986 0.065940000000000012 0.10508500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 7 9 10 -7 11 -9 13 14 -11 -15 -17 -18 -16 -20 21 22 -21 24 -24 26 28 -28 -25 -30
right_child=3 2 -4 4 5 6 -8 8 -10 12 -12 -13 -14 15 18 16 17 -19 19 20 -22 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=0.0028105627518380063 0.0044228957686573275 0.00072611965937539934 -0.0058787092211700625 -0.0035402036316338039 0.0017446814955950811 -0.0024478154950234709 -0.0022023684313766849 -0.00097693313977548061 0.0026511495566052018 0.0034663544618524613 -0.0018885153234004975 0.002721202156019651 0.0017444019698693105 -0.002471217102429364 0.0027055663721902031 0.0033058732026256623 -0.002513761218527661 -8.3501884558111043e-05 -0.0031396006084313355 0.0024517846615708552 0.0029704209317320159 -0.0027375164522748931 -0.003897644971342137 0.00044471169695888034 0.00042527214391157035 -0.0020996586082302118 -0.0045942518357021201 8.8759657717405311e-06 0.0066062546645601593 0.00022829153230818715
leaf_weight=20 20 20 21 21 29 28 22 21 33 24 25 22 30 40 28 20 34 1774 28 32 28 23 24 392 20 33 21 244 21 23
leaf_count=20 20 20 21 21 29 28 22 21 33 24 25 22 30 40 28 20 34 1774 28 32 28 23 24 392 20 33 21 244 21 23
internal_value=0 -0.00086425 -0.00265684 1.72285e-05 -1.17561e-05 1.27876e-05 -4.01008e-06 1.2285e-05 0.000788375 -1.50554e-05 -0.000115618 0.000915136 8.93797e-06 -9.59671e-06 0.000254383 -0.000142576 -9.16208e-05 -0.000129204 0.000170318 9.04678e-05 0.000195511 0.000102236 0.000182871 8.95485e-05 -0.00193268 0.000210772 0.000319537 -0.0003559 0.000730067 0.00327232
internal_weight=0 61 41 3060 3040 3019 2990 2968 101 2867 68 43 2839 2809 941 1868 1828 1808 917 889 861 833 810 778 44 734 701 265 436 44
internal_count=3121 61 41 3060 3040 3019 2990 2968 101 2867 68 43 2839 2809 941 1868 1828 1808 917 889 861 833 810 778 44 734 701 265 436 44
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=31
num_cat=0
split_feature=1446 1446 483 483 1446 1446 1446 12 403 403 16 1208 3 403 403 13 0 483 15 12 483 483 51 483 483 1375 3 484 4 4
split_gain=0.00484181 0.00992067 0.00619133 0.00907901 0.00550994 0.0133295 0.0120134 0.0546323 0.0430482 0.0266746 0.0758488 0.0277262 0.0752383 0.0499203 0.0138525 0.0123233 0.0120062 0.00619971 0.0186133 0.018468 0.0135078 0.0200328 0.0117396 0.00918397 0.018726 0.00846407 0.00907134 0.0428105 0.029665 0.0675441
threshold=0.11655500000000001 0.111445 -0.47356499999999996 -0.36538499999999996 0.089705000000000021 0.092110000000000011 0.083715000000000026 0.083785000000000012 -0.085164999999999977 -0.54856499999999986 -0.077879999999999991 0.10233500000000001 -0.080289999999999986 -0.53101999999999994 -0.51385999999999987 -0.086254999999999984 -0.082394999999999982 0.11194500000000002 -0.085319999999999993 0.094580000000000011 0.10143000000000001 0.097880000000000009 -0.46280499999999997 0.095250000000000015 0.093265000000000015 0.099110000000000018 -1.0000000180025095e-35 -0.070054999999999992 0.26450500000000005 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 9 -8 -9 10 -5 13 -13 -11 -15 -10 -7 20 -19 -20 21 22 -16 24 25 26 -24 -28 29 -29
right_child=-2 -3 3 4 5 16 7 8 15 11 -12 12 -14 14 17 -17 -18 18 19 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00156847239471972 -0.0011371383839916137 0.0021797360608442908 0.0020837545084456603 0.0011519761460546691 -0.0029174336126412859 0.0016264336677268149 0.0050534229877834715 -0.0042421869304962462 -0.0001252775254565327 -0.0045644681900739673 -0.0070393003174103802 0.0070946669159457094 -0.00087799617041159307 0.0025748037941022116 0.0023836522037163376 0.002596716315722382 -0.0012788550843569365 0.0034994632098823788 -0.0021482997467619897 0.0019043641029962933 -0.0022121688425873541 0.0030008229733952743 -0.00012441441399917456 -0.0017879324321014188 0.0030198447487782688 -0.0019617669284343721 -0.0037352783034293683 0.00058495606309196988 -0.00052340757412215079 0.0050800083733450341
leaf_weight=25 37 21 21 26 22 25 26 20 39 24 20 20 29 21 20 29 33 20 23 22 28 22 2028 30 20 23 24 234 150 39
leaf_count=25 37 21 21 26 22 25 26 20 39 24 20 20 29 21 20 29 33 20 23 22 28 22 2028 30 20 23 24 234 150 39
internal_value=0 1.36427e-05 -1.20807e-06 1.16891e-05 -2.73363e-06 -0.000821561 1.95702e-05 0.001026 -0.000163918 -2.10721e-05 -0.00240945 1.84904e-05 0.00237615 -2.38576e-05 1.64437e-05 0.00103557 -2.65754e-05 -3.58074e-06 0.000961144 -0.000166997 -2.7533e-05 -3.91536e-06 -2.96569e-05 -4.85997e-05 -2.78769e-05 -5.22782e-05 -3.45334e-05 0.000373249 0.000606357 0.00122711
internal_weight=0 3084 3063 3038 3017 80 2937 114 88 2823 46 2777 49 2728 2704 68 58 2683 65 45 2618 2590 2568 2548 2518 2498 2475 447 423 273
internal_count=3121 3084 3063 3038 3017 80 2937 114 88 2823 46 2777 49 2728 2704 68 58 2683 65 45 2618 2590 2568 2548 2518 2498 2475 447 423 273
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=31
num_cat=0
split_feature=131 400 400 133 131 4 376 399 49 475 49 13 0 1451 133 0 150 52 1456 49 49 130 157 49 43 124 4 482 482 483
split_gain=0.00472016 0.00785586 0.00835949 0.00693364 0.00604651 0.0103782 0.00824996 0.00705197 0.00711783 0.0405337 0.0237579 0.0548829 0.0233224 0.016521 0.0158928 0.0202203 0.0151748 0.0135913 0.0128995 0.0127618 0.0247677 0.0640554 0.0204506 0.0263931 0.0129115 0.0127839 0.0184895 0.0125453 0.027657 0.0173562
threshold=0.13857500000000003 0.23559000000000002 0.10782000000000001 -0.54084999999999994 0.11925000000000001 -0.064054999999999987 0.11690000000000002 0.093190000000000009 0.10858500000000001 -0.085684999999999997 0.11843000000000002 -1.0000000180025095e-35 -0.038659999999999993 0.089825000000000002 0.097125000000000003 -0.13843999999999998 -1.0000000180025095e-35 -0.14813999999999997 -0.41883999999999993 0.10000000000000002 0.09567500000000001 0.095135000000000011 -1.0000000180025095e-35 0.10463500000000002 0.51518000000000008 -0.088289999999999993 0.098655000000000007 0.085875000000000021 0.089605000000000018 0.098395000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 8 13 -10 11 -11 14 18 15 16 -12 -17 -5 20 24 -22 -21 -24 25 26 -20 -27 -29 -30
right_child=-2 -3 -4 4 5 -7 -8 -9 9 10 12 -13 -14 -15 -16 17 -18 -19 19 22 21 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=0.0016720437780022622 -0.0014272763920219048 0.0019381671902790134 -0.0016923560489948584 -0.0022101578356411595 0.0026310124044792486 -0.00044376361128386295 0.0019576738178286525 -0.0017385919481360665 0.0036826242282543154 -0.0051085645233147911 0.00085369732061570342 0.0014581893710419536 -0.0031716106534004211 0.0025890724069904539 -0.0016162036855418523 -3.9185386580916555e-05 -0.0029044641899721078 0.0028446204007857227 0.0036609057053599669 -0.0010881916450505907 0.0010420782221481205 -0.0065506744361482558 0.0048816915058220427 -3.7015334819443523e-05 0.0023929173855677895 -7.3488883346855744e-05 -0.00044316807983531845 0.0039149590331362559 -0.00079812532101424221 0.0016782746347658126
leaf_weight=25 23 21 29 26 23 21 21 24 21 35 22 20 25 25 39 26 21 44 23 22 25 20 24 20 23 2311 21 25 67 49
leaf_count=25 23 21 29 26 23 21 21 24 21 35 22 20 25 25 39 26 21 44 23 22 25 20 24 20 23 2311 21 25 67 49
internal_value=0 1.05963e-05 -2.55904e-06 1.35184e-05 -1.97464e-07 0.00116351 -1.73854e-05 -3.14071e-05 -1.74424e-05 -0.00052447 -0.000905285 -0.00272065 -0.000341187 3.04047e-05 0.000124343 0.000725063 -0.000981684 0.00177349 6.32081e-06 2.82328e-05 -7.10917e-06 -0.00233248 0.00140121 0.00264592 3.44318e-05 1.26989e-05 0.00170214 -1.76174e-05 0.000898121 0.00024794
internal_weight=0 3098 3077 3048 3023 44 2979 2958 2934 253 232 55 177 2681 152 113 43 70 2656 2630 2564 45 66 44 2519 2496 44 2452 141 116
internal_count=3121 3098 3077 3048 3023 44 2979 2958 2934 253 232 55 177 2681 152 113 43 70 2656 2630 2564 45 66 44 2519 2496 44 2452 141 116
is_linear=0
shrinkage=0.1


Tree=969
num_leaves=31
num_cat=0
split_feature=399 1203 1201 1200 130 49 3 130 479 52 481 12 1210 12 475 3 0 42 12 0 13 160 12 16 12 43 1456 49 156 403
split_gain=0.00461937 0.00661971 0.00588127 0.00845797 0.00523582 0.0121947 0.010759 0.00650728 0.00500646 0.0199881 0.0154544 0.00690036 0.0669746 0.0418986 0.0274447 0.0206879 0.0347268 0.0234616 0.0266701 0.0225822 0.0295976 0.0208165 0.026007 0.018981 0.0184565 0.0438658 0.0170886 0.0172142 0.015901 0.0154136
threshold=0.11450500000000001 -1.0000000180025095e-35 -0.081779999999999978 0.085780000000000009 0.11417500000000001 0.09858500000000002 -0.080104999999999996 0.10700500000000002 0.10713500000000002 0.40674500000000008 -0.27443499999999993 0.093965000000000007 -0.42132499999999995 0.094225000000000017 0.05680000000000001 -0.049509999999999992 -0.073309999999999986 0.15665000000000004 0.12757000000000002 -0.091794999999999988 -0.087074999999999986 -0.14309999999999998 0.10463500000000002 -0.14322499999999996 0.093105000000000007 -0.036954999999999995 -0.083354999999999999 0.10299000000000001 -1.0000000180025095e-35 0.022375000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 8 10 -10 -4 12 -12 -13 15 17 -17 18 19 20 -15 22 -21 -23 -14 -26 -25 28 -28 -30
right_child=-2 2 3 -5 5 -7 -8 -9 9 -11 11 13 24 14 -16 16 -18 -19 -20 21 -22 23 -24 26 25 -27 27 -29 29 -31
leaf_value=0.0017794452884811022 -0.00147813970466987 0.0015910472032492576 -0.0027089349770297606 -0.0015824716716237805 -6.3132058889807572e-05 0.0012477961039985531 -0.0029820887326163109 0.0015693505260127563 0.0032752048872810393 -0.0010878594958090358 0.0057208280212112834 -0.0045567129484631796 2.3865669694395628e-06 0.0012085962691344321 -0.0031843833417432121 0.00056458748774329093 -0.0040251690836157648 0.0034899210025157246 -0.0030418200925431357 -0.003273937513004057 -0.0028984660547761686 0.003608254647009413 0.0013814372546039522 0.0034291853231843564 -0.00085988356545567521 0.0052626451519741258 -0.0025401395023800437 0.0024966723537848644 0.00070093122651190994 -0.0012092645381070564
leaf_weight=21 21 23 21 34 23 20 28 27 21 21 21 22 2110 28 28 34 32 21 26 30 47 22 20 20 25 22 20 36 246 51
leaf_count=21 21 23 21 34 23 20 28 27 21 21 21 22 2110 28 28 34 32 21 26 30 47 22 20 20 25 22 20 36 246 51
internal_value=0 1.00132e-05 -2.05503e-06 -1.4045e-05 3.6011e-06 -0.000844994 -0.0016657 2.4018e-05 9.74851e-06 0.00109367 -6.04774e-06 1.37917e-05 0.000100759 -0.000263537 -0.000120648 1.48725e-05 -0.00166075 0.000209918 8.37645e-05 0.000240044 -0.00136516 0.000510584 -0.00141179 0.000753922 4.60439e-05 0.00200598 0.00058557 0.000424459 0.000189129 0.000372918
internal_weight=0 3100 3079 3056 3022 71 51 2951 2924 42 2882 2861 2178 683 661 633 66 567 546 520 75 445 50 395 2157 47 373 353 317 297
internal_count=3121 3100 3079 3056 3022 71 51 2951 2924 42 2882 2861 2178 683 661 633 66 567 546 520 75 445 50 395 2157 47 373 353 317 297
is_linear=0
shrinkage=0.1


Tree=970
num_leaves=31
num_cat=0
split_feature=1426 472 1426 1424 156 16 12 1428 1 374 374 1427 42 1446 1370 1446 475 52 475 2 2 4 474 16 456 51 1429 484 48 4
split_gain=0.00453512 0.00713504 0.0105015 0.00699833 0.0149756 0.00805755 0.0160223 0.00698152 0.00668349 0.00616447 0.0077456 0.00582836 0.0259808 0.0184722 0.0107646 0.0099118 0.00809001 0.0135339 0.0121366 0.0636271 0.0250264 0.0125075 0.0121202 0.0274294 0.0092764 0.0131779 0.0132148 0.0100331 0.00890613 0.0222798
threshold=-0.10090499999999998 -0.15279499999999999 -0.061919999999999996 0.084555000000000005 0.11715000000000002 0.52822500000000006 0.089085000000000011 -0.070379999999999984 0.11323000000000001 0.092550000000000007 0.086450000000000013 0.088585000000000011 0.088295000000000012 0.11655500000000001 0.077860000000000026 0.11124000000000002 -0.084169999999999981 -0.013374999999999998 -0.010194999999999997 0.086825000000000013 0.092875000000000013 -0.023539999999999995 0.081755000000000008 -0.0060749999999999997 0.08759500000000002 -0.089864999999999987 0.083985000000000018 0.073690000000000019 0.083685000000000009 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 -4 -6 10 11 13 -13 14 15 16 17 24 19 -18 -21 -22 28 -24 25 27 -27 -9 -20 -30
right_child=1 2 3 -5 8 6 -8 9 -10 -11 -12 12 -14 -15 -16 -17 18 -19 22 20 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0014645983420667195 0.0016726362011395394 -0.0019175551121187366 0.0016628041081130506 -0.0018247887514354216 0.0023456345295879803 -0.0029755614999750699 0.00033218163116544019 0.00093600357040053326 0.00013286923169202749 0.0016915222020110207 -0.0017462121801844869 0.0033696319846203554 -0.0010655874511160488 -0.0026350152729972052 -0.0023181323951575908 0.0021243454316969622 -0.0047084181788651387 0.0024233547242225283 -0.00013108811368517747 0.0022775857936208829 0.00072708619069696099 -0.0022731820213128672 -0.0010557788859365421 0.0038466077572666111 -0.0017766040097922089 0.0033195067867636679 0.00022939730289151832 -0.0020289382822811608 0.0031362662126344664 0.00018415034835078231
leaf_weight=21 25 29 25 21 39 27 32 21 21 21 26 25 28 27 20 22 34 35 1871 39 24 33 21 25 20 25 31 25 27 481
leaf_count=21 25 29 25 21 39 27 32 21 21 21 26 25 28 27 20 22 34 35 1871 39 24 33 21 25 20 25 31 25 27 481
internal_value=0 -9.92147e-06 -2.36008e-05 -5.56906e-06 7.06023e-06 -2.45912e-05 -0.00118153 -1.10201e-06 0.00157117 -1.55406e-05 -2.8075e-05 -1.23123e-05 0.0010265 -3.21098e-05 -6.59112e-06 1.03185e-05 -6.83071e-06 0.000689917 -4.96446e-05 -0.000990964 0.000325634 -0.00100991 8.17931e-07 0.00160856 0.000192619 0.000578741 0.00160891 -0.000675378 -3.02692e-05 0.000341054
internal_weight=0 3100 3075 3046 3025 2965 59 2906 60 2881 2860 2834 53 2781 2754 2734 2712 157 2555 130 96 57 2425 46 122 102 56 46 2379 508
internal_count=3121 3100 3075 3046 3025 2965 59 2906 60 2881 2860 2834 53 2781 2754 2734 2712 157 2555 130 96 57 2425 46 122 102 56 46 2379 508
is_linear=0
shrinkage=0.1


Tree=971
num_leaves=31
num_cat=0
split_feature=1212 403 403 402 1212 16 1208 2 1210 4 402 402 402 402 52 159 1 43 402 403 403 15 52 1212 43 43 2 3 3 2
split_gain=0.00442676 0.0270981 0.0157181 0.0145452 0.0142382 0.0269156 0.013919 0.0595286 0.0488659 0.013809 0.00876845 0.00988329 0.0168569 0.0127815 0.0232522 0.0193555 0.0210801 0.0136828 0.0135807 0.012221 0.0129186 0.00777591 0.00657485 0.0320119 0.0193821 0.0340384 0.0292037 0.0572461 0.12843 0.0581877
threshold=-0.040879999999999993 -0.0076149999999999994 0.0033700000000000002 0.2506000000000001 -0.14780999999999997 -0.072359999999999994 0.10383000000000002 0.090935000000000016 -0.13847499999999999 -0.077679999999999985 0.11844500000000001 0.11320500000000001 0.10842 0.089220000000000008 -0.089199999999999988 0.096715000000000009 0.085475000000000009 -0.0092949999999999994 0.087665000000000007 -0.5341999999999999 -0.51385999999999987 0.092715000000000006 0.0031350000000000002 0.11137000000000001 -0.013024999999999998 -0.029804999999999995 0.097605000000000011 -0.081054999999999974 -0.07793499999999999 0.085235000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 9 -6 8 -8 -2 -4 11 12 13 18 -15 16 17 -16 19 -10 -21 -11 -22 24 25 -24 27 -26 -29 -30
right_child=3 2 4 -5 5 -7 7 -9 10 21 -12 -13 -14 14 15 -17 -18 -19 -20 20 22 -23 23 -25 26 -27 -28 28 29 -31
leaf_value=0.0031224620134025828 0.0049422918143682184 -0.002311470564186143 -0.0018336251951180972 -0.0026539439823301068 0.0033685118014759874 -0.0011848745224553915 -0.0051341757737100131 0.0017000783351249994 -0.0021388255525380375 0.001630769813709776 -0.0020539321404482638 0.002212136322632432 -0.0026575938488046331 -0.0020228297477366312 6.1982932675164196e-05 -0.00077936215698719031 0.0051235488682453128 0.0032596303349988458 -0.0026380925346165896 0.002062826117811104 9.7083501795602322e-05 -0.00081145825097337374 -0.0001457976697535689 0.0034486267047569804 -0.00033888574909152728 0.0030835241006155101 0.00045562762827750587 -0.010506182376411745 -0.0057703576491052368 0.0002037231098906237
leaf_weight=32 20 26 39 21 34 21 25 26 27 32 21 20 24 21 32 25 21 23 20 30 1625 22 484 23 175 35 118 20 23 56
leaf_count=32 20 26 39 21 34 21 25 26 27 32 21 20 24 21 32 25 21 23 20 30 1625 22 484 23 175 35 118 20 23 56
internal_value=0 0.000448004 -4.38507e-05 -3.16599e-05 0.000354515 0.00162995 -1.26316e-05 -0.00165005 1.67416e-05 -0.000399772 -1.81542e-05 -2.8968e-06 -1.88208e-05 4.14166e-06 0.0010048 0.00163431 0.00242828 0.00139918 -4.21712e-05 -2.23247e-05 -2.52285e-07 0.000635788 -2.44384e-05 -0.000235866 -0.000328888 7.19793e-05 -0.000859628 -0.00142605 -0.00334781 -0.00153557
internal_weight=0 206 174 2915 148 55 2894 51 2843 93 2823 2802 2782 2758 122 101 76 55 2636 2616 2589 54 2559 934 911 519 392 274 99 79
internal_count=3121 206 174 2915 148 55 2894 51 2843 93 2823 2802 2782 2758 122 101 76 55 2636 2616 2589 54 2559 934 911 519 392 274 99 79
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=31
num_cat=0
split_feature=128 128 471 131 1203 131 131 0 1 1 403 402 1210 128 128 129 13 15 4 4 3 481 3 133 3 12 1 12 3 12
split_gain=0.00467739 0.0164978 0.0080519 0.00770187 0.0101006 0.00678136 0.0171056 0.015477 0.0226923 0.0243928 0.0200236 0.0098156 0.00868429 0.00807671 0.0263842 0.0078283 0.016591 0.0107543 0.0103816 0.0299754 0.075963 0.0253589 0.0179973 0.0281378 0.0472328 0.0316634 0.0599831 0.0286266 0.0297966 0.0172411
threshold=0.11976500000000002 0.11170500000000001 0.10693500000000002 0.13857500000000003 -1.0000000180025095e-35 0.10954500000000002 0.10548500000000001 -0.069954999999999976 0.096325000000000008 0.08864000000000001 -0.15498499999999996 0.27918000000000004 -0.12043 0.10332500000000001 0.10692000000000002 0.091700000000000018 -0.0065549999999999992 -0.0072999999999999992 -0.085719999999999977 -0.084369999999999987 -0.086049999999999988 -0.051484999999999996 0.084940000000000015 0.039215000000000007 -0.086049999999999988 0.086095000000000019 0.086255000000000012 0.085885000000000017 -0.15713499999999997 0.094225000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 11 8 9 10 -7 12 -6 15 -15 18 -17 -18 21 20 -20 -14 23 24 27 26 -25 28 -23 -27
right_child=-2 -3 -4 -5 5 7 -8 -9 -10 -11 -12 -13 13 14 -16 16 17 -19 19 -21 -22 22 -24 25 -26 29 -28 -29 -30 -31
leaf_value=0.0020514253798561794 0.0011176636090346399 -0.0024744653109303695 0.0020082299131900074 -0.0019607506343163549 -0.0017608467842741258 -0.0016177786222005336 -0.0028849977201649123 0.0027747633962592645 -0.0029060556297190489 0.0036292772314956653 0.0018519371218080152 0.0018099090967584272 -0.0029025815861248891 -0.0040138835221296175 0.0010611502509120675 0.0028858647953742987 -0.0012026758042766768 0.0014705411727643676 0.0070753275250483834 1.5054980252231027e-06 -0.00071421839642308411 -0.0057641309709288184 0.00092683332259905083 0.0068238498951541261 -0.0058892342529725285 -0.0023552194688818417 -0.00052358220238238578 1.1609333416666179e-05 -0.0010166652149890957 0.0010112369359784022
leaf_weight=24 37 27 20 20 29 39 21 28 20 23 29 29 39 20 21 29 34 27 21 2131 31 20 101 20 20 32 25 136 39 29
leaf_count=24 37 27 20 20 29 39 21 28 20 23 29 29 39 20 21 29 34 27 21 2131 31 20 101 20 20 32 25 136 39 29
internal_value=0 -1.34091e-05 8.32745e-06 -4.8428e-06 8.12311e-06 -8.26154e-06 -4.14805e-05 0.000673802 0.000143829 0.000814134 -0.000138047 -2.04025e-05 -3.93323e-05 -2.13417e-05 -0.00141448 -4.49732e-07 0.000916708 -1.94486e-05 -3.16692e-05 5.93904e-05 0.00243156 -0.000462869 -0.000237398 -0.000603714 -0.00126111 0.000729682 0.00274194 -0.000786429 -0.00262598 -0.000754773
internal_weight=0 3084 3057 3037 3017 2993 2854 139 111 91 68 2833 2804 2775 41 2734 90 61 2644 2183 52 461 422 321 215 106 45 195 59 61
internal_count=3121 3084 3057 3037 3017 2993 2854 139 111 91 68 2833 2804 2775 41 2734 90 61 2644 2183 52 461 422 321 215 106 45 195 59 61
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=31
num_cat=0
split_feature=1203 399 2 2 0 1204 393 2 130 481 403 1208 4 13 3 0 0 1212 43 4 52 133 13 1456 0 160 3 0 1 3
split_gain=0.00436478 0.00954994 0.00533228 0.123801 0.0466608 0.0247073 0.024386 0.0236283 0.0235033 0.0191033 0.0350254 0.0568075 0.0307136 0.0225005 0.051594 0.031038 0.0384173 0.0422537 0.0341647 0.0324343 0.0568679 0.0271875 0.0243411 0.0297202 0.0241719 0.0217215 0.0190874 0.0546269 0.058616 0.0176976
threshold=-0.054459999999999988 0.10788500000000002 0.08647500000000001 0.086675000000000016 -0.22491999999999998 -0.082759999999999986 0.10938000000000002 0.086330000000000004 -0.082794999999999994 -0.087424999999999989 -0.53960999999999981 0.08400500000000001 -0.050494999999999991 -0.077799999999999994 0.086245000000000016 -0.082394999999999982 -0.085669999999999982 0.041590000000000009 -0.080554999999999974 -0.081984999999999988 0.086635000000000004 -0.012164999999999999 -0.074044999999999986 -0.065759999999999985 -0.083804999999999977 -1.0000000180025095e-35 -0.014944999999999998 -0.066089999999999996 0.093400000000000025 -0.020429999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -5 -7 8 -6 12 -11 13 -10 15 22 16 19 24 -17 20 -12 -20 -15 -24 -18 -23 29 28 -28 -25
right_child=1 -3 3 5 7 6 -8 -9 9 10 11 -13 -14 14 -16 18 17 -19 21 -21 -22 25 23 26 -26 -27 27 -29 -30 -31
leaf_value=-0.0012659382040577907 0.0045223395378949744 0.0019980736222350972 -0.007937339432537556 0.0031608292357608058 0.0025286475569979913 -2.990827275394715e-05 -0.0035414277907693764 0.0034782849112525585 -0.0050001730376288836 0.0029976477135757085 -0.0005163421342149377 -0.0053712365753017374 0.00035804928553736083 -0.0028100996432305482 -0.0051498358529484412 -0.00071495563218680527 0.0022936857406007636 -0.0050087515123388065 0.0006092056903677683 0.00018812954190343227 0.0070247371529694657 0.0023205461545148863 0.0033884304473758677 -0.00011378977274108898 -0.0025097671034745874 0.006742007018998266 -0.0035849889939916987 -0.0058681466131185354 0.0037223776559466904 0.002929450843948871
leaf_weight=27 24 24 20 24 36 1770 20 20 20 38 20 20 23 34 22 30 22 28 24 251 20 20 24 429 20 25 21 22 23 20
leaf_count=27 24 24 20 24 36 1770 20 20 20 38 20 20 23 34 22 30 22 28 24 251 20 20 24 429 20 25 21 22 23 20
internal_value=0 1.10473e-05 -4.48646e-06 -0.000112679 0.000156051 -2.64092e-05 -6.91431e-05 6.95903e-05 1.23975e-05 -6.59632e-05 1.39396e-05 -9.1531e-05 -0.00213415 8.55823e-06 -0.000397502 0.000533788 0.000103626 -0.0019997 0.00210236 0.000609582 0.0032542 0.00332728 -0.000215039 -5.13428e-05 6.32724e-06 0.00477691 -0.000211643 -0.00179953 0.000234771 2.17666e-05
internal_weight=0 3094 3070 1834 1236 1814 1790 1212 1192 1156 1113 1075 43 1055 595 460 361 70 99 291 40 69 573 539 42 45 515 66 44 449
internal_count=3121 3094 3070 1834 1236 1814 1790 1212 1192 1156 1113 1075 43 1055 595 460 361 70 99 291 40 69 573 539 42 45 515 66 44 449
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=31
num_cat=0
split_feature=1208 1208 2 2 2 0 1204 1204 2 42 42 1213 15 481 42 42 42 43 1453 14 3 474 129 12 12 15 16 393 47 3
split_gain=0.00494095 0.0298845 0.0286206 0.0057138 0.10019 0.0371477 0.0275849 0.0395545 0.0192025 0.018753 0.0425764 0.0351983 0.0664841 0.0327131 0.0298374 0.0259024 0.0328606 0.0308254 0.0219661 0.0249794 0.0225246 0.0178797 0.0147385 0.0163531 0.0314395 0.0278643 0.0235178 0.0223609 0.022084 0.0208164
threshold=0.099975000000000008 0.086590000000000014 0.088745000000000004 0.08647500000000001 0.086675000000000016 -0.22491999999999998 -0.082759999999999986 -0.079429999999999987 0.08622500000000001 0.085730000000000015 0.08623500000000002 0.04198000000000001 0.087685000000000013 -0.083994999999999986 0.085225000000000009 0.086835000000000009 0.088295000000000012 -0.0092949999999999994 -1.0000000180025095e-35 0.057600000000000005 -0.14477499999999996 0.09419000000000001 -0.030149999999999996 0.084405000000000022 0.083935000000000023 -0.088749999999999982 -0.077589999999999978 0.10358500000000001 0.09550500000000002 -0.014944999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 -1 -6 -8 9 14 -11 13 -13 -12 18 -15 17 -17 -7 20 -20 -18 -22 24 28 -25 27 -27 29 -24
right_child=2 -3 -4 4 6 8 7 -9 -10 10 11 12 -14 15 -16 16 21 -19 19 -21 22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.0040701056366136378 0.0033451236781224403 -0.0037775903995636672 -0.00093687518021544911 -0.0071436053724028177 0.0029803835123311732 -0.0029862083356689524 -0.0041974852954887827 -2.3134505501376271e-05 0.0022509916978015096 0.0045210155043751005 -0.0028435951583339154 0.0066830958806626184 -0.0010992715490006266 -0.003053407712881877 -0.0039361028534503099 0.0051489336963708478 0.00030551447036309635 0.00016705259862963273 0.0027223944772655768 -0.0032385074800307246 0.0020709415820116799 -0.0026563472510712349 0.00061964438840125997 -0.0032864862566283487 0.0039475380417728877 -0.0013127989009048221 0.0011206593539100141 0.0017273103219590019 0.0021919482266709498 -0.0016152446875639726
leaf_weight=24 27 21 37 20 30 27 23 1738 40 25 37 23 21 22 22 27 277 23 30 24 30 22 87 36 23 178 80 28 39 80
leaf_count=24 27 21 37 20 30 27 23 1738 40 25 37 23 21 22 22 27 277 23 30 24 30 22 87 36 23 178 80 28 39 80
internal_value=0 -1.82054e-05 0.000869593 7.79824e-06 -0.000105031 0.000174601 -2.64313e-05 -7.76547e-05 9.67556e-05 2.25355e-05 0.000503805 0.000281615 0.00296878 -8.17819e-06 -0.000313087 0.000274599 0.000484388 0.00285727 -0.000192685 -7.39048e-05 5.04004e-05 8.75848e-05 -8.75683e-05 -0.000205092 0.000440912 -0.000664516 -0.000334478 -0.00089958 4.93955e-05 -0.000450961
internal_weight=0 3057 64 3036 1811 1225 1791 1761 1201 1161 477 452 44 408 684 371 349 50 662 635 611 299 581 551 229 322 286 206 206 167
internal_count=3121 3057 64 3036 1811 1225 1791 1761 1201 1161 477 452 44 408 684 371 349 50 662 635 611 299 581 551 229 322 286 206 206 167
is_linear=0
shrinkage=0.1


Tree=975
num_leaves=31
num_cat=0
split_feature=130 42 1205 402 1208 16 52 12 133 12 133 12 0 2 131 131 16 16 128 128 0 130 130 131 11 472 16 11 11 11
split_gain=0.00483929 0.015928 0.0081943 0.0054019 0.0188429 0.0182991 0.0602231 0.0198954 0.0276608 0.0113603 0.0185752 0.0355353 0.0317755 0.0133223 0.0102759 0.0128402 0.00888532 0.00840759 0.00827879 0.0157755 0.0251289 0.0135047 0.0166138 0.00794416 0.00784835 0.0083308 0.0195836 0.0149196 0.0127464 0.0111163
threshold=-0.23647499999999996 0.15665000000000004 0.09993500000000001 -0.085859999999999978 0.098655000000000007 -0.087989999999999985 0.084735000000000019 0.087445000000000009 0.0033250000000000003 0.090545000000000014 0.51314000000000015 0.096295000000000019 -0.06563999999999999 0.08919500000000001 0.13052000000000002 0.11767000000000001 -0.077589999999999978 0.67964000000000013 0.11876500000000001 0.10332500000000001 -0.084804999999999978 0.12303500000000002 0.11417500000000001 -0.099524999999999988 0.10458500000000001 -0.38234499999999999 0.63167000000000006 0.095165000000000013 0.088710000000000011 0.086080000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 14 6 -2 8 -7 -9 11 16 -13 -12 15 17 -11 18 19 21 -21 22 23 -5 25 -25 27 28 29 -27
right_child=1 -3 -4 4 -6 7 -8 9 -10 10 13 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0015505295092589223 -0.00099139955217162007 0.0027547000973884551 -0.0020262733963318171 0.0019109979737550022 -0.0029514936973679476 -0.0041469538433981752 0.0062086309316024806 0.0023545769171725061 0.00070606004041822064 -0.0024967356518443146 -0.0026394463730074706 0.0054980005719698971 0.00029654029564446082 0.00062268609596815498 -0.002073545946526186 0.0022606412111781538 0.00037900616510093893 -0.0018794397668292124 0.0015994281224266161 -0.0045213757106103 -0.00010043729756337901 0.0021629098658289374 -0.002474707339597107 -0.0019534860314293343 0.0016674439056909513 -1.8677320733958436e-06 0.0025844954596511253 -0.0022093587250809274 0.0024514049247262026 -0.002210908907506129
leaf_weight=20 26 21 20 22 22 24 21 29 23 21 31 24 23 21 24 25 22 24 32 20 36 29 27 22 28 2380 29 31 21 23
leaf_count=20 26 21 20 22 22 24 21 29 23 21 31 24 23 21 24 25 22 24 32 20 36 29 27 22 28 2380 29 31 21 23
internal_value=0 1.00002e-05 -8.71367e-06 4.47299e-06 -3.64384e-05 0.000435973 0.00222564 5.01281e-05 -0.00177207 0.000550967 0.000182625 0.00105199 0.00295261 -0.00132205 -1.33114e-05 4.67535e-06 -0.00102543 -1.60292e-05 5.34469e-07 -1.86427e-05 -0.00167934 1.6962e-05 -7.13115e-06 1.89348e-05 2.50804e-06 -1.60946e-05 1.06427e-06 -2.94528e-05 -1.57451e-06 -2.30113e-05
internal_weight=0 3101 3080 3060 2795 265 47 218 47 171 142 90 47 52 2773 2749 43 2724 2700 2668 56 2612 2583 2556 2534 2506 2484 2455 2424 2403
internal_count=3121 3101 3080 3060 2795 265 47 218 47 171 142 90 47 52 2773 2749 43 2724 2700 2668 56 2612 2583 2556 2534 2506 2484 2455 2424 2403
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=31
num_cat=0
split_feature=132 132 398 16 398 128 38 394 394 39 1 39 39 39 30 30 13 13 3 0 9 4 15 1 13 159 15 4 454 12
split_gain=0.0048479 0.00812767 0.00619269 0.0123008 0.0108514 0.00541014 0.00978889 0.00616244 0.00678421 0.00576437 0.0303039 0.0125568 0.0129303 0.00978471 0.0111366 0.0119408 0.00864378 0.0165229 0.0192767 0.0176825 0.0199948 0.015857 0.0172273 0.0150124 0.0452744 0.0159762 0.0122786 0.0263274 0.012539 0.0204088
threshold=-0.43443999999999999 -0.26631499999999991 0.10071000000000001 -0.080344999999999986 0.089640000000000011 0.11976500000000002 0.11100500000000002 -0.16013499999999997 -0.11103499999999998 0.10940500000000002 0.13707500000000003 0.10076500000000001 0.096775000000000014 0.094095000000000026 0.088655000000000012 0.085875000000000021 0.19762500000000002 0.11217000000000001 -0.13309499999999996 0.16094000000000003 -0.013509999999999999 -0.090289999999999981 -0.026084999999999994 0.13756000000000004 -0.13710499999999998 0.093660000000000007 -0.47006499999999996 0.50500500000000004 0.088225000000000012 -0.010834999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 -3 -9 11 -11 12 13 14 15 16 17 19 -19 20 -10 -18 -23 26 25 -25 -22 28 29 -28
right_child=1 2 3 -5 -6 -7 -8 8 9 10 -12 -13 -14 -15 -16 -17 21 18 -20 -21 23 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0011079342008974309 0.001651961513950179 -0.0015602299608290196 -0.0030028545740060511 0.00042375217784534799 0.0023363087372854354 0.0016384168731747196 -0.0022166990733239801 0.0018074059637174719 0.0031779776426265022 0.0029539047944126652 -0.0010948536825660421 -0.0018011908106601391 0.0024776906800633744 -0.0021136261078275064 0.0020635370057649339 -0.0022848182651416765 0.00071509767257209344 0.0039646190226725912 -9.7092366419159454e-06 -0.0025925920174743695 0.0018774337163477235 -0.00058737240050344124 -0.0041786714668639686 -0.0024422539350449704 0.004664004983001009 0.0013271043684495532 -0.0013227338774110347 -0.0030595159507356587 0.0021558630674217757 1.5971178052139838e-05
leaf_weight=39 30 25 20 22 20 20 20 21 20 36 38 39 21 22 26 23 35 23 26 26 33 34 22 22 27 23 120 29 26 2233
leaf_count=39 30 25 20 22 20 20 20 21 20 36 38 39 21 22 26 23 35 23 26 26 33 34 22 22 27 23 120 29 26 2233
internal_value=0 1.40199e-05 -2.08041e-06 -0.00120797 1.47459e-05 -7.82959e-07 -1.18213e-05 3.12698e-06 1.6489e-05 3.53816e-06 0.000874813 -1.92443e-05 5.65572e-06 -1.30853e-05 3.73122e-06 -1.59436e-05 3.39098e-06 3.68195e-05 0.00185579 1.98963e-06 2.86217e-05 -0.000954649 -0.00199824 3.55723e-06 0.00142669 -0.000515693 -3.84198e-05 -6.46752e-05 -2.81681e-05 -5.23011e-05
internal_weight=0 3082 3052 42 3010 2990 2970 2950 2925 2904 74 2830 2791 2770 2748 2722 2699 2608 49 2559 2533 91 56 2513 72 45 2441 2408 2379 2353
internal_count=3121 3082 3052 42 3010 2990 2970 2950 2925 2904 74 2830 2791 2770 2748 2722 2699 2608 49 2559 2533 91 56 2513 72 45 2441 2408 2379 2353
is_linear=0
shrinkage=0.1


Tree=977
num_leaves=31
num_cat=0
split_feature=1208 1209 2 1208 401 43 401 401 12 12 160 42 3 13 402 14 12 16 52 52 2 13 2 1 4 484 403 2 12 49
split_gain=0.00455524 0.0269318 0.0260409 0.00835681 0.00560259 0.015968 0.0125851 0.00946649 0.00704174 0.0247793 0.0336438 0.0389104 0.0475043 0.0503832 0.0245298 0.0208677 0.019965 0.0194389 0.0187803 0.0791445 0.0336417 0.0726008 0.0307877 0.0418422 0.0280456 0.0241042 0.0837949 0.0351988 0.0267426 0.0270339
threshold=0.099975000000000008 -0.094304999999999986 0.088745000000000004 1.0000000180025095e-35 0.11916500000000001 -0.0090299999999999981 0.11186000000000001 0.10910000000000002 0.085955000000000018 0.08493500000000001 -0.089549999999999991 -0.077669999999999989 -0.082154999999999992 -0.08459499999999999 0.11086000000000001 0.08104500000000002 0.086095000000000019 -0.5315899999999999 0.084735000000000019 0.088785000000000017 0.083865000000000009 -0.085384999999999975 0.10188000000000001 0.10022000000000002 -0.046564999999999988 -0.081614999999999979 -0.121015 0.084145000000000011 0.083985000000000018 -0.0094199999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -6 7 8 9 14 -11 -12 13 -13 18 16 -10 -18 25 -20 21 -21 24 -24 -22 27 -27 -3 29 -29
right_child=2 3 -4 -5 5 -7 -8 -9 15 10 11 12 -14 -15 -16 -17 17 -19 19 20 22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0034264950000721475 0.0031962912978660491 -0.0046209837790862057 -0.00088817135563019575 0.0019072704320854468 0.00037591696243673085 -0.0032482993556186557 0.0019246128356933375 -0.0021786185458768158 0.0032534511881836116 0.001373226496008491 0.0016500970790564843 -0.0073277660511490532 1.7065631554407234e-05 -0.0017134754201247088 -0.0034795989911071954 -0.0027212666086852549 0.0028606380622547408 0.0001031413485463165 -0.0053664079961890827 0.0012594036722125917 0.0043635084759443997 -0.0065459648221307858 -0.0042533219717866321 0.00076389279822572419 8.9755191662074406e-05 0.0063961940169658359 0.00027100025584525094 0.00090688780463975055 0.0027881468676655046 -0.0033407777114095346
leaf_weight=23 27 23 37 23 31 20 34 20 21 35 22 33 34 31 20 25 26 1527 32 26 34 22 22 68 28 23 772 29 22 31
leaf_count=23 27 23 37 23 31 20 34 20 21 35 22 33 34 31 20 25 26 1527 32 26 34 22 22 68 28 23 772 29 22 31
internal_value=0 -1.74804e-05 0.000834961 8.3625e-06 -6.14261e-06 -0.00104534 1.17626e-05 -1.04647e-05 4.45723e-06 -0.000167721 -0.00135477 -0.00215043 -0.00300361 -0.00460834 -8.00591e-06 0.000145193 0.000190722 0.000149307 5.33297e-05 -0.000748913 -1.01134e-05 -0.00231806 0.000718711 -0.000462537 0.00243343 0.00026013 0.000448207 -0.00116388 -0.000194209 -0.00128774
internal_weight=0 3057 64 3034 3011 51 2960 2926 2906 1307 155 120 98 64 1152 1599 1574 1553 1132 232 200 48 152 90 62 900 795 105 82 60
internal_count=3121 3057 64 3034 3011 51 2960 2926 2906 1307 155 120 98 64 1152 1599 1574 1553 1132 232 200 48 152 90 62 900 795 105 82 60
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=31
num_cat=0
split_feature=448 475 3 52 147 1348 447 16 2 16 1 49 151 151 151 42 3 0 4 16 43 1375 1371 4 151 52 43 159 482 39
split_gain=0.00516967 0.0167327 0.0102237 0.0216342 0.00941553 0.00931776 0.00856879 0.00774114 0.0352059 0.0135889 0.0239921 0.00740416 0.00922396 0.0092304 0.0310617 0.0210359 0.0110514 0.00825849 0.0520407 0.0287369 0.0100901 0.0254968 0.0253621 0.0210148 0.0204824 0.0497179 0.0186945 0.0191488 0.0177986 0.0286004
threshold=-1.0000000180025095e-35 -0.080004999999999979 -0.088494999999999976 -0.065544999999999978 0.10479500000000001 0.08401500000000002 0.09290000000000001 -0.5435399999999998 0.10222000000000002 -0.52595999999999987 0.11181500000000001 -0.24167999999999998 0.26665000000000005 0.084350000000000008 0.009020000000000002 0.08623500000000002 -0.085709999999999995 -0.17169499999999996 0.076415000000000025 -0.089669999999999986 -0.082389999999999977 -0.15308499999999997 0.081810000000000008 -0.52556499999999995 -0.10380999999999999 -0.026204999999999996 -0.082144999999999982 0.14765500000000001 0.098465000000000011 0.11305000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 7 -3 -5 8 -2 10 -9 -11 13 14 17 16 -15 18 19 -13 21 -19 28 -22 25 -25 -26 -28 29 -23
right_child=4 2 3 6 -6 -7 -8 9 -10 11 -12 12 -14 15 -16 -17 -18 20 -20 -21 23 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=0.0019051332217217846 -0.00087649071544048285 -0.0014192335595864627 -0.0042935424397001045 -0.0020596328075043859 0.0021895129163749518 0.001525656260888685 0.00077055289369562399 -0.0043064985467935911 0.0045049320627003914 -0.001519579278124917 0.00042925927302111752 0.0021780519153080172 -0.0018780891285859981 0.001584618916385807 -0.0028149508883392339 0.0038308965751812571 -0.0017397518898360433 0.0035571323950231697 0.0044725651483468977 -0.0025011366951678479 0.00313762138117454 0.00033303505503143034 -0.0031803895719349387 0.0014873093948699536 -0.0029674258612265641 -0.0052019418166019023 -7.0579104360803951e-05 0.0028975608038970015 -0.0019914991006390343 0.0039243753898240957
leaf_weight=22 31 21 24 20 20 22 23 20 20 31 23 21 25 20 38 21 20 24 29 35 20 618 21 20 22 25 1809 22 31 23
leaf_count=22 31 21 24 20 20 22 23 20 20 31 23 21 25 20 38 21 20 24 29 35 20 618 21 20 22 25 1809 22 31 23
internal_value=0 -0.000612436 -0.00111595 -0.00188828 2.70463e-05 8.74543e-05 -0.000545813 1.24794e-05 0.00123387 -8.86779e-06 -0.00177342 1.75238e-05 3.42784e-05 5.1238e-05 2.4327e-05 0.00126797 -7.75665e-05 6.39934e-05 0.00103416 -0.000746441 3.26976e-05 0.000352751 0.000241777 -8.69471e-05 -0.000120926 -0.00222894 -6.97327e-05 -3.4916e-05 0.00034872 0.000461898
internal_weight=0 132 110 67 2989 43 43 2969 51 2918 43 2875 2844 2819 2758 61 40 2720 85 56 2635 717 693 1918 1898 45 1853 1831 672 641
internal_count=3121 132 110 67 2989 43 43 2969 51 2918 43 2875 2844 2819 2758 61 40 2720 85 56 2635 717 693 1918 1898 45 1853 1831 672 641
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=31
num_cat=0
split_feature=456 1374 1375 1429 51 2 49 52 1429 472 471 1427 157 1427 367 12 1429 133 43 42 157 12 474 156 9 0 0 3 16 16
split_gain=0.00503386 0.0051447 0.00634698 0.00583232 0.0180131 0.0243589 0.0146846 0.0195017 0.0202553 0.0105878 0.0121537 0.0103869 0.0204771 0.0117647 0.0103706 0.0104523 0.0104015 0.0575519 0.0584111 0.0451815 0.0101124 0.0217391 0.0169306 0.0170505 0.00882727 0.0280287 0.014818 0.0405869 0.0385731 0.0271891
threshold=0.11493000000000002 -0.24323499999999995 -0.16449999999999998 0.084895000000000012 -0.082744999999999985 0.094835000000000017 0.10299000000000001 -0.070154999999999981 0.094630000000000006 1.0000000180025095e-35 0.086855000000000016 0.088585000000000011 -0.077809999999999976 0.078535000000000008 -0.0098099999999999975 0.23631000000000002 1.0000000180025095e-35 0.085760000000000017 -0.061959999999999994 0.083995000000000014 -0.07928499999999998 0.094225000000000017 0.088820000000000024 0.085915000000000005 -0.085744999999999988 -0.068944999999999992 0.056435000000000006 -0.015584999999999998 0.13751500000000003 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 9 5 -5 7 -6 -9 10 11 13 -13 14 -4 16 20 18 -18 -19 21 22 23 -16 25 -22 -26 28 29 -28
right_child=-2 2 3 4 6 -7 -8 8 -10 -11 -12 12 -14 -15 15 -17 17 19 -20 -21 24 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0014109632992096103 -0.001581392497755587 -0.0014740483413835795 0.0018578502726901711 0.0036289698017450672 -0.002868496914442372 -0.00043427326623350388 0.0019824973203727636 0.0017320356057144892 -0.0016925272304609781 0.0020260092038661241 -0.0020776625283078515 0.0034040963295847181 -0.00083168260087924353 -0.0020142743969336152 0.00097743911045004741 -0.0022141215179792861 -0.0077106136654037987 0.0037799780153050209 -0.00024361875733699314 -0.002310572049602689 0.00066749815180498578 -0.0016511138367394989 -0.00044449136850224547 0.0041979595883599209 -6.5470794599155972e-05 -0.0042339931800961499 -0.00084067000120523433 0.0041885887911062569 -0.0018971879665246783 0.0037900771843851545
leaf_weight=26 20 29 29 36 29 25 26 39 31 25 29 25 21 30 35 22 20 29 22 21 28 26 28 31 2284 20 21 31 51 32
leaf_count=26 20 29 29 36 29 25 26 39 31 25 29 25 21 30 35 22 20 29 22 21 28 26 28 31 2284 20 21 31 51 32
internal_value=0 1.01992e-05 -1.64462e-06 1.23737e-05 0.000554977 0.00196371 -0.000132483 -0.000687933 0.000215443 -2.29145e-05 -4.09826e-05 -1.99335e-05 0.00147037 -4.47719e-05 -2.3129e-05 -4.33247e-05 -2.54981e-05 -0.00107038 -0.00379933 0.00122195 1.16603e-05 0.000908103 0.00161597 0.00249011 -3.19445e-05 -0.00137479 -5.29857e-06 0.00101273 6.60751e-05 0.00195525
internal_weight=0 3101 3075 3046 186 61 125 99 70 2860 2835 2806 46 2760 2730 2701 2679 92 42 50 2587 120 94 66 2467 48 2419 135 104 53
internal_count=3121 3101 3075 3046 186 61 125 99 70 2860 2835 2806 46 2760 2730 2701 2679 92 42 50 2587 120 94 66 2467 48 2419 135 104 53
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=31
num_cat=0
split_feature=2 11 1 104 33 120 150 1 46 470 1 1 1 3 1 147 15 2 3 1 1 151 160 13 30 1426 13 9 2 4
split_gain=0.0043228 0.0137267 0.0101269 0.00772589 0.00664186 0.00474619 0.00843654 0.00609234 0.00969574 0.00986865 0.00635686 0.00870495 0.00678146 0.00942759 0.0320316 0.0222527 0.0143075 0.0228447 0.0105029 0.0509851 0.0339556 0.0183123 0.0865522 0.0179792 0.012433 0.0107157 0.010524 0.0167491 0.0147949 0.0155362
threshold=0.25063000000000007 -0.072629999999999986 0.14262000000000002 0.079665000000000014 -0.044254999999999996 0.091385000000000008 0.14582500000000004 0.15799000000000005 0.096120000000000011 0.079700000000000007 0.14754500000000001 0.14262000000000002 0.13756000000000004 0.10732000000000001 0.088340000000000016 0.097985000000000017 -0.084564999999999987 0.10731 0.013900000000000001 0.080000000000000016 0.096255000000000021 -1.0000000180025095e-35 -0.0080249999999999991 -0.15714499999999998 0.085875000000000021 0.08542000000000001 -0.15078499999999997 0.088235000000000022 -0.0050599999999999994 -0.51253999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 6 7 8 9 10 11 12 13 18 -15 16 -16 -18 23 -20 21 -21 -23 -6 25 26 -25 28 -28 -30
right_child=2 3 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 14 15 -17 17 -19 19 20 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.002626570679713041 0.00019912400821340271 0.0018289693363476543 -0.0026693447877187285 -0.0017525283243739979 -0.0024444126838352532 -0.0014628348586318847 0.0020086428150534632 -0.0017422209004871549 0.0017975918070684809 -0.0022230904543539508 0.0016992809081619435 -0.0019885992028073154 0.0016479856004007162 -0.0042050461688473741 -0.00079941071178340779 -0.0031674443877169065 -0.0010627132597500865 0.0029303071934631783 0.0046999628959123844 0.00086813699926023146 0.0029984339304942771 0.00092622842699384845 -0.0068083843560484449 0.0022936824165905516 -0.0018529304339816529 -0.002203898351373417 0.0020327961758563394 -0.0022640660870820286 -0.002017692820259577 7.5947800119736941e-05
leaf_weight=20 32 20 20 25 30 22 21 20 30 20 22 22 25 23 55 21 23 38 28 37 29 39 23 21 35 21 38 31 36 2294
leaf_count=20 32 20 20 25 30 22 21 20 30 20 22 22 25 23 55 21 23 38 28 37 29 39 23 21 35 21 38 31 36 2294
internal_value=0 1.53193e-05 -0.000904133 -1.80929e-06 1.26642e-05 5.71672e-07 1.13681e-05 -2.79697e-06 9.03182e-06 -9.40061e-06 5.91375e-06 -7.07129e-06 8.24083e-06 -6.28561e-06 -0.000751817 -0.000172078 0.000370187 0.00142474 3.85247e-05 0.000834645 -1.08928e-05 -0.000892413 -0.00194306 -1.10343e-05 1.84493e-05 4.52818e-05 6.47995e-05 4.52887e-05 7.55209e-05 4.35997e-05
internal_weight=0 3069 52 3049 3024 3004 2982 2961 2941 2911 2891 2869 2847 2822 160 137 116 61 2662 156 128 99 62 2506 2476 2441 2420 2399 2368 2330
internal_count=3121 3069 52 3049 3024 3004 2982 2961 2941 2911 2891 2869 2847 2822 160 137 116 61 2662 156 128 99 62 2506 2476 2441 2420 2399 2368 2330
is_linear=0
shrinkage=0.1


Tree=981
num_leaves=31
num_cat=0
split_feature=142 147 40 2 2 0 131 400 400 133 10 10 9 10 1 14 4 10 13 40 40 2 130 0 132 1186 399 43 12 133
split_gain=0.00447415 0.00654683 0.00448878 0.00718651 0.0129675 0.00911915 0.00501309 0.00520822 0.00794893 0.00713835 0.00601797 0.0133048 0.009379 0.0203638 0.00757939 0.026161 0.0199734 0.011961 0.010139 0.0099354 0.0144315 0.00894702 0.00933131 0.0118998 0.0110255 0.0584854 0.026642 0.0136714 0.0173133 0.0155739
threshold=-0.06316999999999999 0.11204500000000002 -0.23755499999999996 0.25063000000000007 0.16394500000000004 -0.072594999999999979 0.13857500000000003 0.23559000000000002 0.10782000000000001 -0.54084999999999994 -0.094984999999999986 -0.079859999999999987 0.092235000000000011 -0.012054999999999998 0.13501500000000002 -0.073394999999999974 0.10528000000000001 0.087010000000000018 -0.085804999999999979 -0.085734999999999992 -0.08416499999999999 0.14838000000000004 0.11417500000000001 -0.085939999999999989 -0.083284999999999984 1.0000000180025095e-35 0.091255000000000017 1.0000000180025095e-35 0.11351500000000002 -0.086649999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 7 8 9 -4 -11 -12 13 -13 17 -16 -17 19 -18 -15 -21 22 24 -24 25 27 -26 29 -29 -22
right_child=1 -3 3 5 -6 -7 -8 -9 -10 10 11 12 -14 14 15 16 18 -19 -20 20 21 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=0.001454720859016691 0.001285864768066892 -0.0017695190362809672 0.0016884584799408912 0.000169117015611846 0.0023236610742363457 -0.0028506767586804929 -0.0015140827258371494 0.0015702837823136223 -0.0016870317681293404 -0.0017372392164543273 0.0025736596365459265 -0.0032140726805664601 0.0016363615060553832 0.0015848938995100656 0.0017822985492575054 -0.0045093294667562338 -0.0023091781953222712 0.0024550172942690556 0.00069363747581677594 -0.0026989667789894156 -0.002803522158181295 0.0019193949866651867 0.00043040070110388724 -0.0024778934849617896 -9.3931988248410208e-06 0.0058782959170639512 -0.0035053432897918604 0.0036069301608949904 -0.00055399961885996165 0.00023367018550813487
leaf_weight=21 27 21 25 20 24 20 22 21 28 20 20 20 34 39 26 21 22 20 23 20 25 24 24 34 2386 20 22 20 20 52
leaf_count=21 27 21 25 20 24 20 22 21 28 20 20 20 34 39 26 21 22 20 23 20 25 24 24 34 2386 20 22 20 20 52
internal_value=0 -9.85456e-06 2.14705e-06 -9.20957e-06 8.47397e-06 -0.00134078 -1.01219e-05 1.03356e-06 -1.01563e-05 5.93983e-06 -8.60476e-06 3.43308e-06 -1.45909e-05 -3.45102e-05 -1.17828e-05 -0.000904396 -0.00196279 1.85647e-05 -0.000774406 4.22876e-07 -2.29222e-05 -2.54879e-06 -2.02694e-05 -0.00127446 8.3134e-06 0.000880929 -4.13329e-05 2.66787e-05 0.00152647 -0.000752431
internal_weight=0 3100 3079 3052 3012 40 2988 2966 2945 2917 2892 2872 2852 2818 2798 92 66 2706 45 2686 2647 2627 2603 58 2545 137 2408 117 40 77
internal_count=3121 3100 3079 3052 3012 40 2988 2966 2945 2917 2892 2872 2852 2818 2798 92 66 2706 45 2686 2647 2627 2603 58 2545 137 2408 117 40 77
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=31
num_cat=0
split_feature=456 142 147 457 456 4 457 457 456 457 448 457 456 1372 48 0 149 2 49 151 151 151 31 3 403 1209 52 52 403 0
split_gain=0.00450019 0.00541441 0.00535597 0.00682557 0.00568159 0.0172786 0.0159099 0.0136022 0.0137337 0.00996721 0.0125392 0.00885226 0.00787143 0.00671649 0.00656739 0.0104491 0.00740551 0.0166365 0.00856044 0.00849811 0.0145804 0.00824752 0.00948445 0.00886177 0.0388546 0.028239 0.0254182 0.0470973 0.032787 0.048459
threshold=0.11493000000000002 -0.06316999999999999 0.11204500000000002 0.41269500000000009 0.091580000000000009 -0.010655 -0.0056599999999999992 0.10487 0.089235000000000023 0.091945000000000013 -1.0000000180025095e-35 0.088045000000000012 0.087750000000000009 -0.075959999999999986 0.14174500000000004 -0.24955499999999997 0.079000000000000015 0.09678500000000001 -0.23360999999999996 0.26665000000000005 0.09759000000000001 1.0000000180025095e-35 -0.084119999999999986 -0.081734999999999988 -0.53762499999999991 -0.092684999999999976 0.10611000000000001 0.098380000000000009 -0.085284999999999986 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -7 8 9 11 -11 12 13 -3 15 -15 18 -18 -17 20 21 22 -20 25 -25 -24 27 -27 -28 -30
right_child=-2 2 -4 -5 5 6 -8 -9 -10 10 -12 -13 -14 14 -16 16 17 -19 19 -21 -22 -23 23 24 -26 26 28 -29 29 -31
leaf_value=0.0016496875416487458 -0.0014952182545675896 0.0015976608757717677 -0.0015925670968413 0.0018512447175453419 0.003202082624987022 -0.0020372196935805613 0.0018192372548219281 -0.0022160778009232933 -0.0019997355137842104 -0.00036781947594136002 0.0029915355612756683 -0.001913886012819906 0.0016538195009694581 0.0020766727839751794 -0.0014644677112359674 -0.0020066559343335524 -0.00028373817694955507 0.003338557105633386 0.0018196977633384188 -0.0020296085548276704 0.0023464183605168588 -0.0014234345697332175 0.0038945473474450414 -0.0043737801299853765 -0.00013674731696470651 0.00016749517827183236 -0.0040308974800638917 0.0044785082541728537 0.0020268491653647898 -0.0022360292992865049
leaf_weight=20 20 26 21 20 22 23 20 28 34 20 25 24 29 24 31 22 32 21 28 21 26 42 20 22 1334 1001 31 26 48 60
leaf_count=20 20 26 21 20 22 23 20 28 34 20 25 24 29 24 31 22 32 21 28 21 26 42 20 22 1334 1001 31 26 48 60
internal_value=0 9.64345e-06 -1.00273e-06 9.91977e-06 -2.1942e-06 0.000922685 -0.000243519 -2.24016e-05 -1.55912e-06 2.17632e-05 0.00149849 -1.40715e-06 1.47319e-05 -2.15389e-06 -1.70679e-05 -7.99091e-07 -1.90359e-05 0.00115151 -4.21761e-05 -2.59224e-05 -9.97191e-06 -3.34276e-05 -1.07115e-05 -3.08734e-05 -0.00020549 0.000168772 0.000104865 0.000276635 -0.00116425 -0.000341417
internal_weight=0 3101 3081 3060 3040 65 43 2975 2947 2913 45 2868 2844 2815 2789 2758 2734 53 2681 2659 2638 2612 2570 2542 1356 1186 1166 1027 139 108
internal_count=3121 3101 3081 3060 3040 65 43 2975 2947 2913 45 2868 2844 2815 2789 2758 2734 53 2681 2659 2638 2612 2570 2542 1356 1186 1166 1027 139 108
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=31
num_cat=0
split_feature=1210 12 43 1208 402 1208 12 12 12 43 13 131 0 2 12 50 4 15 133 42 12 43 13 12 3 42 49 49 12 2
split_gain=0.0048448 0.0276099 0.0239413 0.0109472 0.0149933 0.0377153 0.00475571 0.0329416 0.0543433 0.0474744 0.0313318 0.029669 0.0358746 0.0182989 0.0181486 0.0377806 0.0311684 0.0699291 0.0355412 0.0174614 0.0164924 0.0244795 0.0240677 0.0152045 0.026889 0.0379195 0.0146233 0.0502696 0.0293956 0.0382376
threshold=0.0028200000000000005 0.096990000000000007 -0.036954999999999995 0.106285 0.2506000000000001 1.0000000180025095e-35 0.09141500000000001 0.090020000000000017 0.089570000000000025 -0.013024999999999998 -0.010384999999999998 0.08956500000000002 -0.08095999999999999 0.086000000000000007 0.088615000000000013 0.10965000000000001 0.022185000000000003 -0.024814999999999997 -0.0036349999999999998 -0.0041849999999999986 0.09202500000000001 -0.016814999999999997 -0.061684999999999997 0.088105000000000003 -0.087784999999999988 0.088060000000000013 0.09567500000000001 0.097685000000000008 0.097575000000000009 0.11018500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 8 14 11 -11 12 -9 -10 23 16 17 -16 19 -19 21 22 -8 -1 -25 -26 -22 -28 29 -29
right_child=1 -3 -4 -5 -6 -7 20 9 13 10 -12 -13 -14 -15 15 -17 -18 18 -20 -21 26 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-6.2207934719507845e-05 -0.00059921525217677388 -0.0021439488020563581 0.0036344544143717297 -0.0023519479716196659 -0.0022290881065297678 0.0042406430068824977 0.0022267190277731668 0.0040210995790548624 0.0012141708590206691 -0.0061996239127093478 -0.0010547288437373935 -0.0027646150995189185 -0.001585413378086828 0.0050091557791111649 0.0055796053732046864 -0.0052153783058747653 -0.0036230467222630978 -0.0013208482505953207 -0.0046884131350088867 0.0024937499690124588 0.0002503162884481427 0.0045038524172490556 -0.002251724253874272 -0.0017628972837701439 0.0049311489619625112 -0.00028653509485033845 -0.0053658857542489263 -0.004531350596952117 0.00090886195873881269 0.0011135324702731201
leaf_weight=1643 22 23 34 20 30 21 30 25 24 29 20 26 21 27 20 20 25 28 20 21 711 21 20 20 30 26 21 28 94 21
leaf_count=1643 22 23 34 20 30 21 30 25 24 29 20 26 21 27 20 20 25 28 20 21 711 21 20 20 30 26 21 28 94 21
internal_value=0 0.000773138 0.00197123 -2.00782e-05 -4.64558e-06 1.76583e-05 -1.21911e-05 -9.86659e-05 3.01018e-06 -0.00169859 -0.00409967 -6.45303e-05 0.0014616 0.00322328 -8.56211e-05 -0.00120653 -0.000503222 0.000373133 -0.00113599 0.00031398 0.000172916 0.0016387 0.000435342 1.75624e-06 0.00138456 0.00250865 5.39779e-05 -0.000797221 -0.000126298 -0.00211211
internal_weight=0 79 56 3042 3022 2992 2971 2025 1904 121 49 72 46 51 1853 134 114 89 69 49 946 71 50 1719 76 56 875 164 143 49
internal_count=3121 79 56 3042 3022 2992 2971 2025 1904 121 49 72 46 51 1853 134 114 89 69 49 946 71 50 1719 76 56 875 164 143 49
is_linear=0
shrinkage=0.1


Tree=984
num_leaves=31
num_cat=0
split_feature=1208 1208 1210 16 2 2 0 1204 1204 130 130 3 1 159 12 0 16 16 16 16 0 403 16 160 132 2 16 42 42 52
split_gain=0.00550469 0.0298351 0.0214814 0.0144574 0.00564053 0.0771836 0.033936 0.0229636 0.0303745 0.0186491 0.0237991 0.0177974 0.0608489 0.0173485 0.0378813 0.0163856 0.0157931 0.017842 0.0530793 0.0353726 0.0435308 0.0405157 0.0238957 0.0220232 0.0203533 0.018644 0.0425229 0.0437891 0.0452003 0.0399242
threshold=0.099975000000000008 0.086590000000000014 -0.00046999999999999993 -0.074319999999999983 0.08647500000000001 0.086675000000000016 -0.22491999999999998 -0.082759999999999986 -0.079429999999999987 0.091285000000000019 0.087380000000000013 0.086245000000000016 0.12577000000000002 0.11389500000000001 0.091085000000000013 -0.26609999999999995 -0.54165499999999989 -0.084119999999999986 -0.08595499999999999 -0.073404999999999984 -0.082394999999999982 -0.048229999999999988 -0.080789999999999987 0.10493500000000001 -0.40070499999999992 0.095040000000000013 -0.18708499999999997 0.086730000000000015 0.090240000000000015 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 6 -6 -1 -7 -9 10 11 13 -13 -8 -15 -10 -17 18 23 20 -19 -22 -23 25 -21 26 -18 29 -29 -28
right_child=2 -3 3 -5 5 7 9 8 15 -11 -12 12 -14 14 -16 16 17 19 -20 24 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.003895798533145959 0.0034492234572429553 -0.0037754912261984182 -0.0021770758377070622 0.0015377961148624309 -0.0062831677038047932 0.0027070620754481452 0.00027500214713252025 -0.0036933226627297701 -0.0025769549887627364 0.0029182050822545657 -0.0030737394673148329 -0.006034476201748476 0.00095576705890848795 -0.0048222832886191704 0.0010521414122827675 0.0017900871716847178 -0.0040697688692515454 0.0054767268758732831 -0.0051299220169312328 -0.0030362080936108464 -0.0014306672824831266 3.5318343535713531e-05 0.004161715109027379 -0.0030907017213326914 3.8796362998889979e-05 0.00036240560532730472 0.0036684750158908885 -0.0063039498776197439 -0.00016661520193641386 -0.00048270090590589324
leaf_weight=24 22 21 22 20 20 30 1057 23 25 23 24 20 33 21 23 48 35 25 24 22 45 23 36 27 997 280 36 20 30 65
leaf_count=24 22 21 22 20 20 30 1057 23 25 23 24 20 33 21 23 48 35 25 24 22 45 23 36 27 997 280 36 20 30 65
internal_value=0 -1.92159e-05 0.000917862 -0.000408089 6.7662e-06 -0.000105337 0.000172496 -3.63495e-05 -8.30857e-05 9.80919e-05 4.30302e-05 0.00010785 -0.00168206 0.000194013 -0.00175156 -3.53092e-05 1.78427e-06 -4.97704e-05 -0.000537569 0.000169909 0.00173002 0.000829366 0.00255312 -0.000314006 -2.75923e-05 -0.000153125 -0.000929193 -0.000201244 -0.00262155 0.000996926
internal_weight=0 3057 64 42 3036 1811 1225 1791 1761 1201 1178 1154 53 1101 44 1738 1713 1665 517 1148 129 104 59 493 1019 466 186 151 50 101
internal_count=3121 3057 64 42 3036 1811 1225 1791 1761 1201 1178 1154 53 1101 44 1738 1713 1665 517 1148 129 104 59 493 1019 466 186 151 50 101
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=31
num_cat=0
split_feature=1210 12 43 1208 403 403 403 1213 402 15 42 1212 42 42 2 1447 1447 403 1210 482 483 15 42 2 42 16 3 42 1456 1447
split_gain=0.00472781 0.0236988 0.0192833 0.0118077 0.0049062 0.0164464 0.0116902 0.0166212 0.0331103 0.0199533 0.00699989 0.0204947 0.0196817 0.0477446 0.0212933 0.0198054 0.0455286 0.0179062 0.0246118 0.0153264 0.0469212 0.0153381 0.0152507 0.0637 0.0409463 0.0291515 0.0248639 0.0365718 0.0199349 0.0148256
threshold=0.0028200000000000005 0.097145000000000023 -0.036954999999999995 0.098655000000000007 0.50894000000000006 0.4024950000000001 0.23383500000000004 -0.091914999999999983 0.024785000000000005 0.087260000000000018 0.087825000000000014 -0.063924999999999996 0.088295000000000012 0.088670000000000013 0.08622500000000001 -0.082954999999999987 -0.086279999999999982 -0.5335399999999999 -0.090009999999999993 0.090355000000000005 0.10143000000000001 0.11601500000000002 0.090240000000000015 0.090050000000000005 0.091295000000000015 -0.0057949999999999989 -0.081924999999999984 0.090690000000000007 -0.063824999999999979 -0.051529999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 8 9 -1 17 -12 14 -14 -13 16 -15 -9 -19 22 -21 -22 23 25 26 -17 -24 -28 -26 -30
right_child=1 -3 -4 -5 -6 -7 -8 10 -10 -11 11 12 13 15 -16 19 -18 18 -20 20 21 -23 24 -25 28 -27 27 -29 29 -31
leaf_value=0.0018074293859736544 -0.00048016296932473779 -0.0020241435320878572 0.0032980197265611161 -0.0021417701187042091 -0.0010378807869791571 0.002343702677365703 -0.001775889511446695 0.0027729492701057878 0.0043661935881783185 -0.0020476704947650433 0.0028239004442404056 0.0043774764122314408 -0.0037200236347306407 -0.00099190126321363199 2.5837342558509631e-05 -0.0055930250399147292 0.0054415746380321005 -0.0035677310478474411 -0.00012565670574813986 0.0043615130951718218 -0.0027718557312618945 0.0010544950470582329 -0.00059925561178136963 0.0032069713624514407 -0.0030326739349984567 -0.00059432738926261668 0.0013548795849959733 0.0067741282272618265 0.0023998024661771276 -0.00025953804596498602
leaf_weight=29 22 22 35 26 45 30 37 21 26 25 29 22 33 22 23 28 22 21 1923 31 20 22 22 20 25 20 33 20 22 445
leaf_count=29 22 22 35 26 45 30 37 21 26 25 29 22 33 22 23 28 22 21 1923 31 20 22 22 20 25 20 33 20 22 445
internal_value=0 0.000763746 0.00183977 -1.98343e-05 -1.54175e-06 1.41551e-05 -9.60774e-06 1.28965e-05 0.00143431 2.26609e-05 -2.73701e-05 0.000210751 0.000119448 2.85763e-06 0.00215331 0.000166229 0.00222484 -0.000131465 -0.00016284 3.82927e-05 0.00141053 -0.000767577 -0.000119461 -0.00153459 5.02546e-05 -0.00351023 0.0022268 0.00339988 -0.000281536 -0.000134259
internal_weight=0 79 57 3042 3016 2971 2941 2904 80 54 2824 859 830 785 45 752 44 1965 1944 708 73 42 635 68 567 48 75 53 492 467
internal_count=3121 79 57 3042 3016 2971 2941 2904 80 54 2824 859 830 785 45 752 44 1965 1944 708 73 42 635 68 567 48 75 53 492 467
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 1208 1204 1 0 0 403 133 1204 2 2 0 1429 51 130 402 4 42 4 16 3 133 403 16 1 2 12 457
split_gain=0.00551091 0.0247405 0.0201247 0.0303765 0.00481882 0.0159124 0.0235355 0.0204476 0.0439773 0.0154018 0.0125983 0.00806908 0.0432397 0.0267075 0.018791 0.0163469 0.0156558 0.0158019 0.0258391 0.0451683 0.0196361 0.0425743 0.067729 0.027767 0.0256467 0.0251004 0.0374497 0.0241715 0.0229984 0.0204229
threshold=0.099975000000000008 0.086590000000000014 0.10742500000000001 0.11846000000000001 -0.079179999999999987 0.077565000000000009 -0.082284999999999983 -0.082974999999999979 -0.081224999999999992 -0.016679999999999997 -0.0030749999999999996 0.08647500000000001 0.086825000000000013 -0.22491999999999998 -0.072014999999999982 0.11984500000000002 -0.082794999999999994 -0.018864999999999996 -0.081714999999999996 -0.087819999999999981 -0.085719999999999977 0.037555000000000005 -0.087909999999999988 0.11224500000000003 -0.085444999999999979 0.013515000000000001 0.088875000000000023 0.083795000000000022 0.085495000000000015 0.084515000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 7 -7 8 9 -1 -6 13 -13 -12 -15 16 -16 18 19 -18 21 22 28 24 27 29 -27 -22 -19 -26
right_child=2 -3 3 -5 10 6 -8 -9 -10 -11 11 12 -14 14 15 -17 17 20 -20 -21 23 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0025414377506378862 0.0035485670296475295 -0.0034397928775953394 -0.0027878200159529628 0.0024726125029181797 0.0018918644559259218 -0.0046820569713599981 0.000111180174419479 -0.001764951164180897 0.0050709653703961523 0.0010694604634341818 0.0035187844056054022 -0.0040234941091122373 -6.1667908640748137e-05 0.0026580571710806472 0.0024032854824326934 -0.0019869735584015381 -0.00032448910952856142 -0.0030474173077832786 -0.00029684787795234189 0.0049633596972229761 0.0004678669547581155 0.001483373425851044 -0.0075106137548573322 0.0038114253710955382 0.00068379708915254167 -0.0050416375556960706 -0.00030915371978920247 -0.0037551680212896885 0.00050866530456749551 -0.001639198036523672
leaf_weight=21 20 21 23 21 36 20 21 38 20 27 24 28 1707 29 30 37 30 31 65 35 23 42 20 20 492 20 102 33 44 41
leaf_count=21 20 21 23 21 36 20 21 38 20 27 24 28 1707 29 30 37 30 31 65 35 23 42 20 20 492 20 102 33 44 41
internal_value=0 -1.92268e-05 0.00091838 -0.000277159 4.43324e-06 -0.000554081 -0.00222698 9.29849e-05 0.00113124 -0.000510308 3.28519e-05 9.39437e-06 -0.000125605 0.000218897 0.000146505 7.81151e-05 0.000152442 8.47816e-05 0.00111298 0.00252281 -6.92117e-05 -0.00116788 -0.00234001 0.000136694 3.33263e-05 0.000208938 -0.00108497 -0.00202071 -0.000961182 0.000505105
internal_weight=0 3057 64 44 3036 147 41 106 68 48 2889 2853 1735 1118 1094 1065 1028 998 130 65 868 137 95 731 711 655 122 56 75 533
internal_count=3121 3057 64 44 3036 147 41 106 68 48 2889 2853 1735 1118 1094 1065 1028 998 130 65 868 137 95 731 711 655 122 56 75 533
is_linear=0
shrinkage=0.1


Tree=987
num_leaves=31
num_cat=0
split_feature=130 40 2 11 1 104 13 13 52 4 15 150 1 1 1 3 1 1452 1 48 3 16 48 47 150 3 3 456 457 15
split_gain=0.0051526 0.0242265 0.00681251 0.0112821 0.00823744 0.00696296 0.00545531 0.0303984 0.0146784 0.0122586 0.0143152 0.0169371 0.0112505 0.0156532 0.0242176 0.0106632 0.0214046 0.0131676 0.00989536 0.00969954 0.0239948 0.0225237 0.0195872 0.0173093 0.00829803 0.024395 0.0189894 0.0132813 0.0160596 0.0162252
threshold=-0.22461999999999996 -0.23755499999999996 0.25063000000000007 -0.072629999999999986 0.13869000000000004 0.079665000000000014 -0.17933499999999997 -0.39067499999999994 0.11434500000000002 0.41816000000000003 -1.0000000180025095e-35 0.08882000000000001 0.14554000000000003 0.13686500000000004 0.13471500000000003 0.11924500000000002 0.11039500000000001 0.11769000000000002 0.12811000000000003 0.10697000000000002 -0.077354999999999993 -0.0024749999999999993 0.10358500000000001 0.092530000000000015 0.10980500000000001 0.088060000000000013 -0.081814999999999985 0.091255000000000017 0.09228500000000002 -0.012384999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 8 9 10 11 -5 13 14 15 17 -17 18 19 22 23 -22 24 -21 27 26 -26 28 -8 -30
right_child=1 2 4 5 -6 -7 12 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00126240969329956 0.0034822046267800038 0.0023748225101735444 0.00012900987989269199 0.0032660683071960442 -0.0027410833328031007 -0.0016700827191816646 6.0246792748576398e-05 -0.0036909157669959732 0.002181755895099531 -0.0025699052160648122 -0.0013869539041687468 -0.00075478331767953933 0.0019965315526672476 -0.0021823167720867787 0.0034251347206355563 -0.0039647756051272151 0.00025863258552514406 0.0023274328056722879 -0.0017842180297399559 -0.0028261954989284282 0.0041021050423186156 -0.00015080514742294327 -0.002841283546877094 0.0007922242486622567 -0.0010313837275165937 -0.0039872391335666188 0.002419061108428816 -0.0018962493419969501 0.0040950801747385414 6.702699698507786e-05
leaf_weight=32 20 20 20 22 20 25 2336 26 26 22 35 20 29 32 21 20 30 25 30 20 33 20 24 39 58 20 22 34 20 20
leaf_count=32 20 20 20 22 20 25 2336 26 26 22 35 20 29 32 21 20 30 25 30 20 33 20 24 39 58 20 22 34 20 20
internal_value=0 1.30777e-05 -9.52981e-06 7.59144e-06 -0.00130604 -8.14289e-06 5.78087e-06 -0.000579878 6.72175e-05 -0.000488116 0.000106681 0.00135138 3.69967e-05 1.67305e-05 4.21163e-05 1.62918e-05 -0.00143073 4.30785e-05 2.17374e-05 4.22131e-05 0.000952912 0.00249723 1.9612e-06 -0.000434359 2.91476e-05 -0.000863457 -8.25114e-05 6.61851e-05 9.42671e-05 0.00208105
internal_weight=0 3089 3069 3029 40 3009 2984 151 125 99 77 42 2833 2804 2772 2751 50 2701 2676 2646 112 53 2534 59 2510 100 80 2410 2376 40
internal_count=3121 3089 3069 3029 40 3009 2984 151 125 99 77 42 2833 2804 2772 2751 50 2701 2676 2646 112 53 2534 59 2510 100 80 2410 2376 40
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=31
num_cat=0
split_feature=1208 1209 2 1208 401 13 401 401 12 13 1210 13 51 133 12 403 16 12 402 48 43 3 12 52 49 13 1 457 480 1456
split_gain=0.004399 0.0233405 0.0200072 0.00672477 0.0045554 0.0123558 0.0110795 0.00704197 0.00621833 0.0211552 0.0367 0.0364328 0.0240798 0.0244555 0.0207756 0.0312082 0.025513 0.0230643 0.0211343 0.0203453 0.0184833 0.0248562 0.0166501 0.0165819 0.0149633 0.0230298 0.0211705 0.0171395 0.0134158 0.0579778
threshold=0.099975000000000008 -0.094304999999999986 0.088745000000000004 1.0000000180025095e-35 0.11916500000000001 -0.016469999999999995 0.11186000000000001 0.10910000000000002 0.085955000000000018 -0.081829999999999986 -0.0091799999999999989 -0.081029999999999977 -0.083899999999999988 0.093615000000000018 0.08493500000000001 -0.082599999999999993 -0.0092699999999999987 0.085195000000000007 0.11086000000000001 0.11270000000000001 -0.091784999999999992 -0.071799999999999989 0.086420000000000011 0.5140450000000002 -0.088694999999999982 -0.078704999999999983 0.08776500000000001 0.084485000000000018 0.086930000000000021 0.087690000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -6 7 8 14 10 -10 -11 -12 19 18 -16 17 -17 23 20 -14 -22 -13 28 -24 26 -26 -27 -3 -30
right_child=2 3 -4 -5 5 -7 -8 -9 9 11 12 22 13 -15 15 16 -18 -19 -20 -21 21 -23 24 -25 25 27 -28 -29 29 -31
leaf_value=-0.0031907740494479305 0.0028902902796053916 1.9803144224976488e-05 -0.00068985719321849382 0.0017103031328271911 -0.0022454606105263035 0.00091718531080654689 0.0018047965939759333 -0.0018808459013234823 0.0049354015997960235 -0.0033040739407571144 0.0035429310556501152 -0.0024372029376940594 -0.0029452170854545497 0.0027326819110098052 -0.0043362206438797768 -0.0025572363154164387 -0.0027277411812041789 0.0012341794824939879 -0.0032359032580279745 0.0031391222495585681 0.0004094251639773265 -0.0025126449164059577 -0.0019906343859688873 -0.0027404147583486825 0.0006006791171023144 -3.3328698630750944e-05 0.0045179072153669871 0.0026170767098665239 -0.0011406896092618505 0.0057101797877943949
leaf_weight=23 27 1060 37 23 30 21 34 20 20 34 25 27 22 38 27 21 39 68 20 20 247 33 34 21 37 1015 22 25 30 21
leaf_count=23 27 1060 37 23 30 21 34 20 20 34 25 27 22 38 27 21 39 68 20 20 247 33 34 21 37 1015 22 25 30 21
internal_value=0 -1.7178e-05 0.000820518 6.88025e-06 -6.13162e-06 -0.000943195 1.00137e-05 -1.08416e-05 2.02838e-06 0.00013428 0.000758819 -7.75605e-05 0.000541853 0.000333445 -0.00015977 -0.00124669 -0.000594997 0.000339576 -1.35263e-05 5.03056e-05 -0.000154252 6.50383e-05 1.70098e-05 4.34061e-05 7.5495e-05 0.000139415 0.00206134 3.0383e-05 9.60256e-05 0.00168026
internal_weight=0 3057 64 3034 3011 51 2960 2926 2906 1599 405 1194 385 360 1307 155 128 89 1152 322 302 280 1160 1132 1133 1099 59 1040 1111 51
internal_count=3121 3057 64 3034 3011 51 2960 2926 2906 1599 405 1194 385 360 1307 155 128 89 1152 322 302 280 1160 1132 1133 1099 59 1040 1111 51
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=31
num_cat=0
split_feature=1456 133 133 483 1456 1456 153 472 1420 156 157 1419 471 2 9 13 15 104 10 3 43 2 14 14 4 14 2 2 2 16
split_gain=0.0053416 0.0288733 0.0389025 0.0140058 0.013363 0.00893347 0.00684539 0.00768307 0.0107361 0.00776919 0.00760751 0.00719944 0.00852155 0.00675225 0.022443 0.0157103 0.00673416 0.00659625 0.0144175 0.0221665 0.0135418 0.0077248 0.00665956 0.0298191 0.0146031 0.0127202 0.0138121 0.0105482 0.0225399 0.0315999
threshold=0.088910000000000017 0.11524500000000001 0.09635500000000001 0.08956500000000002 0.11027500000000001 0.086985000000000021 0.084695000000000006 1.0000000180025095e-35 -0.083279999999999979 -0.087544999999999998 -0.079594999999999985 0.091465000000000005 -0.04945999999999999 -0.15339499999999998 0.092235000000000011 -0.039649999999999998 0.23208000000000004 0.077525000000000011 -0.0091199999999999979 -0.0037349999999999996 -0.085594999999999991 -0.013254999999999998 -0.24277999999999997 -0.41348999999999997 0.51164000000000009 -0.072219999999999993 0.15609500000000001 0.113445 0.11928500000000002 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 7 8 10 -10 -1 12 -11 15 16 -14 17 18 19 20 -15 -20 23 24 -23 -24 27 -27 29 -29
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 11 -12 -13 13 14 -16 -17 -18 -19 21 -21 -22 22 25 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00029557238971888598 0.0015121795147812617 -0.0039296892386945807 0.0039125457217562059 -0.0026314316218486056 -0.0014483877076512022 0.0018384507529575517 -0.0018326000884553652 0.001735136052593589 0.0019480703354236625 0.0020887448266148569 -0.0029903287830529736 -0.0017445227674097227 0.00094054946908727298 -0.0017930341910363898 0.0030853156252608946 -0.0022872032487372819 0.0017177424084840586 0.0014993957850022307 0.0016496091635480267 -0.0034253199554739461 0.0012267405124889181 0.001478984496386077 -0.0022206614993942474 0.0041392943888370485 -0.0017346208518926776 5.5967834461118397e-05 0.0023413865256588905 -0.00071210264591066994 0.00012548657303506678 -0.0045292879278161407
leaf_weight=22 30 22 21 30 31 27 20 26 21 20 20 23 25 27 24 38 23 29 29 31 33 26 26 21 31 2129 25 86 176 29
leaf_count=22 30 22 21 30 31 27 20 26 21 20 20 23 25 27 24 38 23 29 29 31 33 26 26 21 31 2129 25 86 176 29
internal_value=0 -0.000617666 3.29096e-05 -0.000862391 7.62896e-06 2.77092e-05 1.11923e-05 2.37351e-05 8.46519e-06 3.16771e-05 -0.00157879 1.75613e-05 3.18922e-05 1.72423e-05 4.07346e-05 -0.00100635 1.38805e-05 -6.44657e-07 -1.69433e-05 -0.001254 -0.000132158 2.67233e-05 8.2597e-06 0.00091802 -0.000268766 -2.04579e-05 2.93891e-06 -2.12186e-05 -0.000585926 -0.0016747
internal_weight=0 134 112 91 61 2987 2960 2940 2914 2872 42 2851 2828 2808 2745 63 2721 2698 2669 91 60 2578 2549 78 57 2471 2445 2420 291 115
internal_count=3121 134 112 91 61 2987 2960 2940 2914 2872 42 2851 2828 2808 2745 63 2721 2698 2669 91 60 2578 2549 78 57 2471 2445 2420 291 115
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=31
num_cat=0
split_feature=33 1456 13 1446 1456 1447 1456 1366 454 1365 0 1 0 1375 1373 1373 1373 1372 457 13 47 402 133 0 1 133 155 1456 131 484
split_gain=0.00468722 0.00451193 0.0301095 0.0238362 0.0461642 0.0202353 0.00712681 0.00621823 0.0127991 0.0117283 0.00858659 0.0333603 0.00907436 0.00604808 0.0175766 0.0125241 0.0248991 0.00645136 0.0105658 0.0246283 0.00736941 0.0210295 0.0165041 0.0359817 0.0530532 0.0296297 0.0196692 0.0229207 0.0142853 0.0136455
threshold=-0.012019999999999998 0.088910000000000017 -0.085744999999999988 0.08376500000000002 0.11027500000000001 -0.08039499999999998 0.086985000000000021 -0.079979999999999982 -0.037229999999999992 0.085415000000000005 -0.24955499999999997 0.10638500000000002 -0.23194499999999998 0.084315000000000015 0.085770000000000013 0.086880000000000013 1.0000000180025095e-35 -0.065504999999999994 -0.086714999999999987 -0.087184999999999985 0.079365000000000005 0.088505000000000014 -0.0054649999999999985 -0.097274999999999986 0.11282000000000002 -0.42035499999999998 0.099270000000000011 -0.071109999999999993 -0.13752999999999996 -0.035214999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -5 7 9 -9 -2 11 -10 -12 15 -15 16 17 -14 19 -19 28 22 25 24 -24 -22 27 -25 -20 -29
right_child=1 2 3 5 -6 -7 -8 8 10 -11 12 -13 13 14 -16 -17 -18 18 20 -21 21 -23 23 26 -26 -27 -28 29 -30 -31
leaf_value=-0.0012880167533044838 -0.0004207796953699511 -0.0034724779701459092 0.0046088374970066877 -0.0037235304834515172 -0.0011864229936950975 0.00032380682649090891 0.0016546055743539775 -0.0024556813398486982 0.0041458976709029894 0.0027727345662677417 -0.001977442573938195 -0.0014263248181946222 -0.0015080616274779593 -0.0025163297907056406 0.0012069084149386204 -0.0023389578799568964 0.0034866747717993956 -0.00078613035774861395 0.0024311602181431072 0.0034880100314954431 0.0014361267611384392 0.0034387780690766784 0.0055834578849645634 0.0025629872999464471 -0.00083752532849426975 -0.0030203199172565542 0.0029034619374821587 0.0011068383673318749 -7.3712246748768636e-05 -0.0011948929300022869
leaf_weight=28 23 28 27 21 28 30 27 21 22 23 23 21 27 32 21 22 21 26 23 28 25 22 31 24 22 37 21 32 2253 132
leaf_count=28 23 28 27 21 28 30 27 21 22 23 23 21 27 32 21 22 21 26 23 28 25 22 31 24 22 37 21 32 2253 132
internal_value=0 1.166e-05 -0.0005559 0.000214517 0.00165852 -0.00134274 3.73623e-05 2.24695e-05 4.08376e-06 0.00117598 2.21134e-05 0.00142458 7.43482e-07 1.69987e-05 -0.00104108 3.74205e-05 5.6613e-05 2.99644e-05 4.54826e-05 0.00143009 1.69666e-05 0.000446946 0.000243797 0.000590989 0.00291814 -0.00122337 8.48598e-07 -0.000323379 -4.83994e-05 -0.000745775
internal_weight=0 3093 134 106 55 51 2959 2932 2886 46 2865 43 2822 2799 53 2746 2724 2703 2676 54 2622 346 324 262 53 62 209 188 2276 164
internal_count=3121 3093 134 106 55 51 2959 2932 2886 46 2865 43 2822 2799 53 2746 2724 2703 2676 54 2622 346 324 262 53 62 209 188 2276 164
is_linear=0
shrinkage=0.1


Tree=991
num_leaves=31
num_cat=0
split_feature=132 132 131 132 132 402 401 402 402 400 12 130 52 400 131 400 1204 12 1208 50 1209 15 482 1213 403 15 1455 402 1209 1209
split_gain=0.00426905 0.00778966 0.00630431 0.0078264 0.010671 0.00785527 0.00937264 0.00839234 0.0144432 0.00792598 0.0376367 0.0189145 0.0238277 0.0165519 0.00884431 0.0132108 0.0132697 0.0237618 0.010145 0.0417146 0.0106489 0.0451314 0.00868905 0.00921042 0.0285682 0.0244248 0.0157306 0.0121492 0.0196897 0.0146532
threshold=-0.43443999999999999 -0.26631499999999991 0.13707500000000003 0.13699000000000003 0.11942500000000002 -0.47157999999999994 -0.46976499999999993 -0.43418999999999991 -0.21830999999999998 -0.082934999999999995 0.089210000000000025 0.085970000000000005 0.085815000000000016 -0.08131999999999999 0.11863000000000001 -0.064794999999999978 -0.064464999999999981 0.089795000000000014 0.097165000000000015 0.089465000000000017 0.087170000000000011 0.085935000000000025 0.11816500000000001 -0.086979999999999988 -0.070544999999999983 0.085550000000000015 -0.16496999999999998 -0.0088649999999999979 -0.084519999999999984 -0.065739999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 -9 10 11 12 -10 -11 15 -15 17 -17 20 -20 22 -22 23 24 25 -18 -25 28 -28 -29
right_child=1 2 -4 -5 -6 6 7 8 9 13 -12 -13 -14 14 -16 16 18 -19 19 -21 21 -23 -24 26 -26 -27 27 29 -30 -31
leaf_value=-0.0010396869948659188 0.0016166769045715531 -0.001784525552764535 0.001464788059720063 -0.00171160987423112 0.0019776339332262679 0.0021530090365558864 -0.0018077811503854511 0.0019082961884963039 -0.0033871466741682249 -0.0024358903530559599 0.004602087488664048 0.0022032473416236991 0.0010844582660039042 0.002104122617386346 -0.0021294278651475909 0.00068940473895054313 0.00047178321750834584 -0.0040731307034465401 -0.0041270006698771169 0.0019476485054474323 -0.0011035599518436356 0.005116090029478073 0.0015725090866908432 -0.0024888923068323897 -4.3779123381628145e-05 0.0053547396213703214 0.00060597794811026407 0.0026054068335465024 -0.0030497105271719838 -4.8500293549703947e-05
leaf_weight=39 30 25 29 27 27 20 26 39 26 29 21 22 22 29 20 20 20 22 26 20 28 20 34 27 134 21 26 21 34 2237
leaf_count=39 30 25 29 27 27 20 26 39 26 29 21 22 22 29 20 20 20 22 26 20 28 20 34 27 134 21 26 21 34 2237
internal_value=0 1.31563e-05 -2.60568e-06 -1.66826e-05 -1.40785e-06 -1.94052e-05 -4.41606e-06 -1.91727e-05 -3.12587e-06 -2.91998e-05 0.000889094 -0.000224804 -0.00133766 -5.93894e-05 -3.42275e-05 -1.88159e-05 -4.17026e-05 -0.00180526 -1.37308e-05 -0.00148585 1.22943e-05 0.00148796 -1.54394e-05 -3.68641e-05 0.000662965 0.00297281 -8.90902e-05 -6.11373e-05 -0.00146558 -2.38183e-05
internal_weight=0 3082 3052 3023 2996 2969 2944 2924 2898 2859 91 70 48 2768 2739 2719 2690 42 2648 46 2602 48 2554 2520 175 41 2345 2318 60 2258
internal_count=3121 3082 3052 3023 2996 2969 2944 2924 2898 2859 91 70 48 2768 2739 2719 2690 42 2648 46 2602 48 2554 2520 175 41 2345 2318 60 2258
is_linear=0
shrinkage=0.1


Tree=992
num_leaves=31
num_cat=0
split_feature=1208 1208 1210 43 1209 1209 3 3 43 42 15 42 2 47 51 159 484 12 13 42 51 43 12 3 129 15 13 52 43 400
split_gain=0.0043395 0.0224503 0.0207997 0.0126934 0.00503389 0.00691634 0.0044939 0.0251881 0.0121637 0.0193016 0.022033 0.0230933 0.0226501 0.0169301 0.0186027 0.0140785 0.0243074 0.0161837 0.0179295 0.0251295 0.020887 0.0139303 0.0171165 0.0111445 0.0252885 0.0173412 0.0222722 0.0250649 0.0151701 0.0123625
threshold=0.099975000000000008 0.086590000000000014 -0.00046999999999999993 -0.040344999999999992 -0.093169999999999989 -0.085894999999999985 -0.094299999999999981 -0.096099999999999977 0.031595000000000005 0.096610000000000015 0.096455000000000013 0.087995000000000004 0.093175000000000022 0.085025000000000017 0.10736500000000002 0.10644500000000001 0.087235000000000021 0.093535000000000021 0.10002500000000002 -0.031659999999999994 -0.08044999999999998 -0.016814999999999997 0.087075000000000014 -0.088784999999999989 0.10260500000000002 -0.073184999999999986 0.0036400000000000004 0.087435000000000013 -0.072864999999999985 -0.083039999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 -1 -6 7 8 9 10 11 13 -13 14 15 16 17 21 20 -20 -19 22 -7 24 25 -8 27 28 -27 -25
right_child=2 -3 3 -5 5 6 23 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=0.0015867310138492031 0.0033058237834748903 -0.0032754624972031231 -0.0023131064418703321 0.0011677617757496509 -0.0015983304750450231 0.0015764592711122766 0.0013551160207134674 0.002826323630546944 0.001235264590016017 -0.0022434095941627256 -0.0029094683477128656 0.00056188140001576094 0.0048783043149524018 -0.0023869948650826704 0.0031308210873976353 -0.0021110664041520191 0.0033116482927099521 1.1694072948201843e-05 0.001449983092970797 -0.00273548923074626 0.0041873455513268707 -0.0025895567248678873 -0.0016090613966052597 0.0012385974931044363 0.0020249393468615242 0.001573945305010836 -0.0044811253137886529 -0.0041756647198261431 -0.0013782935608026533 -3.4546135996045748e-05
leaf_weight=20 22 21 20 22 27 31 20 36 78 39 23 31 20 28 20 29 23 23 32 26 25 36 37 79 26 28 25 21 46 2207
leaf_count=20 22 21 20 22 27 31 20 36 78 39 23 31 20 28 20 29 23 23 32 26 25 36 37 79 26 28 25 21 46 2207
internal_value=0 -1.70614e-05 0.000814949 -0.000489795 5.47693e-06 -5.00884e-06 9.38383e-06 0.000271396 8.78086e-05 -0.000123779 9.1496e-05 0.000282693 0.0022546 -4.17167e-05 0.000191148 -3.32548e-05 0.000225357 -0.000112665 0.000756881 -0.000426263 0.00218651 -0.000998933 -0.000156839 -4.79982e-05 -0.000839141 -0.00137104 -0.0018254 -0.00112653 -0.00026123 9.45139e-06
internal_weight=0 3057 64 42 3036 3016 2989 537 501 423 384 361 51 310 282 262 233 210 106 58 48 104 68 2452 166 140 120 95 74 2286
internal_count=3121 3057 64 42 3036 3016 2989 537 501 423 384 361 51 310 282 262 233 210 106 58 48 104 68 2452 166 140 120 95 74 2286
is_linear=0
shrinkage=0.1


Tree=993
num_leaves=31
num_cat=0
split_feature=473 471 475 470 1425 1426 475 154 1429 156 2 0 484 4 0 43 0 1 11 48 0 0 1 403 4 43 403 12 12 43
split_gain=0.00403145 0.00613581 0.00638661 0.0115744 0.00791319 0.00780475 0.00527973 0.00912993 0.00730985 0.00475251 0.00606991 0.0270957 0.0180402 0.0268271 0.0163386 0.0152983 0.0149693 0.0122255 0.0141289 0.0113969 0.0123642 0.0106945 0.0552154 0.0114634 0.0411351 0.0386176 0.0245418 0.0108963 0.0558907 0.0456773
threshold=-0.072684999999999986 -0.083284999999999984 -0.50059999999999982 0.079700000000000007 0.08789000000000001 -0.061919999999999996 0.058495000000000012 0.085530000000000009 -0.015219999999999999 0.11715000000000002 0.11389000000000002 0.062580000000000011 0.090535000000000018 0.53859500000000016 -0.24955499999999997 -0.0065949999999999993 0.18019500000000002 0.14804000000000003 0.097680000000000017 0.12474000000000002 -0.23091999999999999 -0.15599999999999997 0.087325000000000014 -0.53960999999999981 -0.081839999999999982 -0.041049999999999996 -0.53101999999999994 0.083935000000000023 0.083715000000000026 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 9 -8 10 14 12 13 -12 -7 -14 17 18 19 20 -16 22 -22 24 -23 -26 -25 28 29 -28
right_child=1 2 3 -5 -6 6 8 -9 -10 -11 11 -13 15 -15 16 -17 -18 -19 -20 -21 21 23 -24 26 25 -27 27 -29 -30 -31
leaf_value=0.0012400168746423265 -0.0015707051509525627 0.0017834405001485719 -0.0019318456961108104 -0.0024071529274806384 0.0015234371072010084 0.0027612227269194346 -0.00032187993521802126 -0.0021428172150626777 0.0022666902824615438 0.0010701171741480144 -0.00019156564964807642 -0.0039497075096005573 -0.0041583802766399459 0.0031951538380235438 -0.0021531102730444184 -0.00029392139598106347 0.0022433380860214435 0.00219513736537192 -0.0025502926966344767 0.0022611411885009149 -0.0017016483477645498 -0.0013506972886222816 0.0038807266379228319 -0.0031972816884517671 0.00017201225040480497 0.006311895924487285 0.00015572520232807387 7.6887107392104538e-05 -0.0043139374761709147 -0.0034730501889594294
leaf_weight=26 25 20 21 20 34 22 20 20 24 41 363 20 20 25 27 21 30 25 22 22 34 35 37 25 20 21 398 1630 35 38
leaf_count=26 25 20 21 20 34 22 20 20 24 41 363 20 20 25 27 21 30 25 22 22 34 35 37 25 20 21 398 1630 35 38
internal_value=0 -1.04169e-05 2.28899e-06 -9.39069e-06 6.43612e-06 -1.07795e-05 2.78096e-06 -1.35413e-05 0.00109007 1.08785e-06 -1.4184e-05 -0.000351879 -0.000184148 2.66508e-05 4.84451e-05 -0.00217902 2.35676e-05 -4.54264e-06 -2.80034e-05 -4.10574e-06 -2.57733e-05 -5.03585e-07 0.00120748 -3.9453e-05 0.00116731 0.00331683 -8.25923e-05 -4.55303e-05 -0.000469183 -0.000160544
internal_weight=0 3095 3070 3050 3030 2996 2975 2931 44 2911 2870 449 429 388 2421 41 2399 2369 2344 2322 2300 2273 71 2202 76 41 2126 2101 471 436
internal_count=3121 3095 3070 3050 3030 2996 2975 2931 44 2911 2870 449 429 388 2421 41 2399 2369 2344 2322 2300 2273 71 2202 76 41 2126 2101 471 436
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=31
num_cat=0
split_feature=376 46 0 448 0 52 51 49 453 48 0 131 12 0 0 4 39 160 13 3 16 13 1 1 1 14 39 13 2 3
split_gain=0.00406803 0.00710188 0.00688199 0.00581948 0.00547903 0.0316035 0.0343396 0.0260775 0.00712096 0.00975122 0.00847452 0.0115774 0.00968069 0.00743751 0.0298677 0.0384266 0.020797 0.017414 0.0113224 0.0512324 0.039609 0.0178838 0.0149921 0.0260161 0.0211715 0.0142404 0.0164279 0.0138194 0.0149442 0.0131824
threshold=0.11690000000000002 0.10253500000000002 -0.26609999999999995 1.0000000180025095e-35 -0.21861499999999998 -0.080114999999999978 0.089355000000000004 0.0034800000000000005 0.086430000000000021 0.088825000000000015 -0.15599999999999997 0.077860000000000013 0.078300000000000008 -0.13843999999999998 -0.14226499999999997 0.0082450000000000006 0.085330000000000003 0.050340000000000003 -0.11122999999999998 0.10299500000000002 0.27776000000000006 -0.13710499999999998 0.14804000000000003 0.13707500000000003 0.13408500000000004 0.018475000000000002 -0.046074999999999991 -0.15714499999999998 0.09678500000000001 0.084940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 10 -10 11 12 -6 14 16 -16 17 -12 21 22 -21 27 23 24 25 26 -20 -15 -29 -28
right_child=-2 -3 3 -5 8 6 -8 -9 9 -11 13 -13 -14 18 15 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.0017665223303166304 0.0012705034755636007 -0.0015956444754660231 -0.0034783054686461888 0.0015761279389667122 0.0027271756527221039 -0.0024295301178139392 0.0039140238729305568 0.0020315476832911371 0.0028975771045224976 -0.00012157390466081384 -0.00015794459980116376 -0.0010575741795556886 0.00022227618136201746 0.00097968916953606005 -0.005507064395584166 0.00037374476669356228 -0.0022296949450311991 0.0026855850292397949 -0.0027722818444349939 -0.0064434450082692567 -0.00037174423757408348 0.0034473227985224435 0.0026644775688293436 -0.0028074680651171192 0.0029145303126424556 -0.0026680283260066065 8.3982815898165751e-06 0.00073670595658768432 -0.0031290703901322562 0.0020216502603778446
leaf_weight=22 25 28 30 23 36 38 20 20 20 23 62 21 27 108 25 20 29 33 21 22 21 22 21 33 25 20 2253 20 20 33
leaf_count=22 25 28 30 23 36 38 20 20 20 23 62 21 27 108 25 20 29 33 21 22 21 22 21 33 25 20 2253 20 20 33
internal_value=0 -1.02592e-05 4.20973e-06 -8.51872e-06 -2.05752e-05 -0.000719999 0.000340888 -0.000891227 5.33822e-06 0.00128268 -1.37864e-05 0.000975842 0.00165365 -4.3603e-05 -0.000686575 -0.00289337 0.000114279 0.000829808 -2.11303e-06 -5.68944e-05 -0.0034782 0.00078706 4.2511e-06 -1.91723e-05 1.99492e-05 -1.11486e-05 1.18846e-05 0.000391616 -0.00119618 3.7461e-05
internal_weight=0 3096 3068 3046 3023 108 78 58 2915 43 2872 84 63 2788 169 45 124 95 2619 2449 43 170 2406 2385 2352 2327 2307 148 40 2286
internal_count=3121 3096 3068 3046 3023 108 78 58 2915 43 2872 84 63 2788 169 45 124 95 2619 2449 43 170 2406 2385 2352 2327 2307 148 40 2286
is_linear=0
shrinkage=0.1


Tree=995
num_leaves=31
num_cat=0
split_feature=130 40 148 448 454 1366 0 0 484 13 482 158 1455 159 457 151 151 0 151 43 106 34 34 11 1371 150 160 52 42 2
split_gain=0.0038675 0.0216321 0.00724532 0.00806598 0.00523363 0.0073609 0.0118262 0.00606315 0.00895014 0.0160141 0.00756209 0.01454 0.015047 0.00922311 0.00597542 0.00653559 0.0186274 0.0167773 0.0219527 0.014196 0.00796131 0.012815 0.0248602 0.0125467 0.00720429 0.00870978 0.0196 0.020304 0.0698973 0.0241857
threshold=-0.22461999999999996 -0.23755499999999996 -0.12018999999999998 1.0000000180025095e-35 -0.082299999999999984 -1.0000000180025095e-35 -0.26343999999999995 -0.23811499999999999 0.25819500000000006 -0.078944999999999987 0.11789500000000001 -0.46025499999999991 0.11364500000000001 -0.46871499999999994 0.31508000000000008 0.084350000000000008 0.055020000000000006 -0.08317999999999999 0.10424500000000002 -0.077319999999999986 0.087515000000000009 -0.085489999999999997 -0.057544999999999992 -1.0000000180025095e-35 0.084775000000000017 0.088380000000000014 0.088405000000000011 -0.015069999999999998 0.083995000000000014 0.088055000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 -8 10 -10 11 13 14 -9 15 16 20 18 -17 -20 21 -13 -23 -24 25 -25 27 28 -27 -29
right_child=1 2 3 -5 5 6 7 8 9 -11 -12 12 -14 -15 -16 17 -18 -19 19 -21 -22 22 23 24 -26 26 -28 29 -30 -31
leaf_value=-0.0010937099585135001 0.0032894410425797107 -0.0017407189850928264 0.0013760739650698034 0.0019566708570069057 -0.0014641606443495092 0.0022054020237798496 -0.0017586704087443651 0.00030111463433554904 -0.00041907509060009674 0.0034004090231887643 -0.0018008835410000758 -0.001998738997722147 -0.0027800676738843327 0.0031650922514255284 -0.0014808249427005649 0.0022489320049062372 -0.0030827709869481624 0.0026692225626902657 -0.003252708543600007 0.00038222897564992313 0.0013987706150286475 0.0034110696387610268 -0.0024779588965299941 -5.5644842670146475e-05 -0.0018679760440829256 0.0043158490903136377 0.0034138904935072951 -0.0037576540817760608 -0.0019253082450150568 0.00045088185773541528
leaf_weight=32 20 24 27 21 35 24 20 22 23 21 24 33 20 23 28 25 20 32 22 21 39 21 21 2349 21 38 23 22 34 36
leaf_count=32 20 24 27 21 35 24 20 22 23 21 24 33 20 23 28 25 20 32 22 21 39 21 21 2349 21 38 23 22 34 36
internal_value=0 1.13301e-05 -1.00326e-05 3.60826e-06 -9.95467e-06 -2.24414e-05 -5.40557e-06 -2.34653e-05 -1.15722e-05 0.00140386 -3.3242e-05 -1.83566e-05 -4.69654e-05 0.00176493 -2.73381e-05 -1.25765e-05 -4.2446e-05 0.000781056 -0.000107492 -0.00147751 -1.9387e-05 -4.06758e-05 -1.54843e-05 -4.37696e-05 -2.35088e-05 -8.02762e-06 0.000723037 0.000246963 0.00136864 -0.00114546
internal_weight=0 3089 3069 3045 3024 2997 2962 2938 2918 44 2874 2850 2805 45 2785 2757 2657 100 68 43 2637 2598 2565 2544 2523 2502 153 130 72 58
internal_count=3121 3089 3069 3045 3024 2997 2962 2938 2918 44 2874 2850 2805 45 2785 2757 2657 100 68 43 2637 2598 2565 2544 2523 2502 153 130 72 58
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=31
num_cat=0
split_feature=1420 1419 157 471 52 1429 16 155 1419 3 3 1209 52 12 160 12 52 0 481 16 402 16 1447 403 3 42 52 52 42 42
split_gain=0.00392947 0.00451588 0.0159327 0.0124513 0.00864898 0.0283369 0.0380011 0.0150982 0.00584674 0.00533303 0.0781759 0.0258633 0.0149366 0.0345552 0.0475035 0.0409545 0.0305436 0.0259038 0.0389946 0.0221429 0.0319749 0.0305385 0.0174828 0.0667662 0.0497955 0.0268478 0.0188001 0.0196675 0.0412988 0.023149
threshold=1.0000000180025095e-35 0.089680000000000024 -0.06482499999999998 0.094575000000000006 -0.55692499999999978 -0.072014999999999982 0.40737000000000007 0.12016500000000001 0.087255000000000013 -0.081054999999999974 -0.080884999999999985 -0.093169999999999989 0.10611000000000001 0.089085000000000011 -0.014869999999999998 0.091545000000000015 0.095415000000000014 -0.085669999999999982 -0.0095549999999999993 -0.088159999999999988 -0.085859999999999978 -0.08595499999999999 -0.085684999999999997 -0.55157999999999985 -0.085784999999999986 0.10892 0.089575000000000016 0.008405000000000001 -1.0000000180025095e-35 0.091205000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 8 9 11 -11 -6 16 14 17 -15 19 18 -14 20 -13 -21 24 -24 -23 26 27 29 -29 -25
right_child=-2 2 -4 -5 7 6 -8 -9 -10 10 -12 12 13 15 -16 -17 -18 -19 -20 21 -22 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=-0.0017224873373792929 0.0011586201409327574 0.0029456264667466962 -0.00065053845090525496 -0.0023442679441675711 0.0036245577918764742 -0.00033656399697065356 0.0058279422065243133 -0.0023037232105331176 -0.0016733084051381974 -0.0059148339220606123 -3.9684636894331153e-05 0.0041688229078082019 0.0037369005058122719 0.0047157868184149266 -0.0055716333112623374 -0.00047824317478530466 0.0032661117478710367 -0.0027959916211495349 -0.0023006049590185286 -0.0024913394978890819 0.00055519017841739533 0.0056548659724649048 -0.0055097530003298421 2.7291091871336988e-05 -0.0011013094229080404 0.0036042705056301898 -0.0023184647792196997 0.00043956119067099119 0.0053795838286168872 -0.0022892269579275078
leaf_weight=22 29 22 28 23 21 20 20 29 21 23 1481 27 23 20 27 63 32 33 20 51 263 20 22 525 24 21 34 110 20 47
leaf_count=22 29 22 28 23 21 20 20 29 21 23 1481 27 23 20 27 63 32 33 20 51 263 20 22 525 24 21 34 110 20 47
internal_value=0 -1.08668e-05 0.000931774 -2.63605e-05 -8.70174e-06 0.00116021 0.00274569 -3.32105e-05 -1.07225e-05 1.28795e-06 -0.000129531 0.000141524 8.8598e-05 -0.000745047 -0.00196859 0.00077333 0.000218245 -0.000688567 0.000928758 0.000134455 0.000891632 -0.000116782 3.03655e-05 -7.91722e-05 0.00196968 7.86518e-05 -2.19433e-05 8.92843e-05 0.00119956 -0.000163052
internal_weight=0 3092 50 3042 3019 62 40 2957 2928 2907 1504 1403 1382 186 103 83 1196 76 43 1164 290 874 823 779 44 757 736 702 130 572
internal_count=3121 3092 50 3042 3019 62 40 2957 2928 2907 1504 1403 1382 186 103 83 1196 76 43 1164 290 874 823 779 44 757 736 702 130 572
is_linear=0
shrinkage=0.1


Tree=997
num_leaves=31
num_cat=0
split_feature=471 1429 1426 1420 472 52 1 52 1428 157 1429 1372 51 16 2 9 13 480 3 2 1 1201 31 4 0 4 51 12 12 0
split_gain=0.00376321 0.00741001 0.0122307 0.00577138 0.0121579 0.00923899 0.0175043 0.0152085 0.0100668 0.00811621 0.033361 0.0174904 0.0160135 0.00842632 0.00693013 0.0219796 0.0138531 0.00681075 0.00676618 0.0226822 0.0461816 0.0162228 0.0108256 0.0190303 0.0190061 0.0157257 0.0379568 0.011739 0.02741 0.0517178
threshold=0.10693500000000002 -0.23752499999999996 -0.089244999999999977 -0.083279999999999979 -0.08126499999999999 -0.55692499999999978 0.099660000000000012 -0.55061999999999989 -0.070379999999999984 -0.087424999999999989 0.057970000000000008 -0.087494999999999976 -0.025069999999999999 -0.052894999999999991 -0.15339499999999998 0.092235000000000011 -0.039649999999999998 -0.088394999999999987 -0.16726499999999997 0.11411 0.086105000000000015 -0.084114999999999981 -0.086279999999999982 -0.51253999999999988 0.15398500000000004 -0.39518999999999993 -0.12463499999999998 0.085355000000000014 0.08493500000000001 -0.086409999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -7 -9 10 12 -11 -10 -14 16 17 -13 -16 19 20 -19 -20 -23 24 -24 26 -25 28 -27 -30
right_child=-2 2 3 5 -6 7 -8 8 9 11 -12 14 13 -15 15 -17 -18 18 21 -21 -22 22 23 25 -26 27 -28 -29 29 -31
leaf_value=-0.0018811150731164077 0.0013341463448124985 0.0024088080151982252 0.000555651105940342 -0.0005320407839588307 -0.0024783666748719822 -0.0023390406992153398 0.0028859239837695518 0.0021337323398752648 0.0020307979586630547 0.0027667569315425406 -0.0039116304091833254 0.00071126489694086975 0.0005546280546113849 -0.0018638127940528862 0.001638003235915676 0.0030998065369203689 -0.0023179628123115334 0.0055489247156815099 -0.0028162038858724936 -0.001739786359805452 -0.00036597486557156752 0.0022920284932479262 -0.0042817428031758894 -0.0012428246653871612 2.564080059528351e-05 -0.00018167020804748835 0.0047764360740653834 0.00012698928700033947 -0.00012771438471375135 -0.0062502881686668848
leaf_weight=21 21 21 25 29 28 28 31 22 29 23 27 26 25 34 25 23 36 22 21 23 33 20 21 20 20 849 22 1537 37 22
leaf_count=21 21 21 25 29 28 28 31 22 29 23 27 26 25 34 25 23 36 22 21 23 33 20 21 20 20 849 22 1537 37 22
internal_value=0 -9.03778e-06 3.73053e-06 -1.27857e-05 -0.00104723 5.45901e-06 0.00123391 -1.95688e-05 2.69558e-06 -1.34988e-05 -0.000836738 2.0556e-05 0.000106696 -0.00083905 -2.3539e-06 2.16935e-05 -0.00104764 -4.8022e-06 -2.03179e-05 0.000897232 0.00199998 -4.81766e-05 -2.53632e-05 -4.3697e-05 -0.00218058 -8.4689e-06 0.00191012 -4.14263e-05 -0.000326509 -0.00241071
internal_weight=0 3100 3079 3058 53 3005 60 2945 2917 2895 115 2780 88 59 2757 2695 62 2672 2647 78 55 2569 2548 2528 41 2487 42 2445 908 59
internal_count=3121 3100 3079 3058 53 3005 60 2945 2917 2895 115 2780 88 59 2757 2695 62 2672 2647 78 55 2569 2548 2528 41 2487 42 2445 908 59
is_linear=0
shrinkage=0.1


Tree=998
num_leaves=31
num_cat=0
split_feature=52 399 1203 403 403 52 403 1213 402 403 2 402 402 402 15 402 401 401 12 1211 1212 52 402 1213 133 403 2 1210 1213 2
split_gain=0.00365965 0.00561614 0.00514873 0.00469696 0.0131091 0.0110408 0.00633026 0.0106568 0.0401012 0.0112175 0.022098 0.0109429 0.0200181 0.0107033 0.00956669 0.00882515 0.0122149 0.00923702 0.030856 0.0080479 0.0090838 0.0217062 0.00948506 0.018978 0.0172508 0.0204867 0.0162019 0.0145742 0.0114592 0.0112199
threshold=0.63556000000000001 0.11450500000000001 -1.0000000180025095e-35 0.50894000000000006 0.4024950000000001 0.08709500000000002 0.23383500000000004 -0.09280999999999999 0.024785000000000005 0.104315 0.090425000000000019 0.2506000000000001 0.11375000000000002 0.10389500000000002 0.087260000000000018 0.095250000000000015 0.084905000000000022 0.092045000000000016 0.085495000000000015 0.13003000000000001 -0.063924999999999996 0.086635000000000004 -0.095664999999999986 0.0036000000000000003 0.51834500000000017 -0.44023999999999991 0.091055000000000011 -0.08126499999999999 0.11146500000000001 0.084885000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 7 8 14 11 -11 12 13 15 -4 17 -17 19 -19 20 21 -9 23 24 25 26 -22 -24 -29 -27
right_child=-2 -3 3 5 -6 -7 -8 9 -10 10 -12 -13 -14 -15 -16 16 -18 18 -20 -21 22 -23 27 -25 -26 29 -28 28 -30 -31
leaf_value=0.0015624016966848146 0.0013156620852117027 -0.0016792277869535613 0.0009151455427383082 0.00023228769740936433 0.0019604176498593437 -0.0026598078537393701 -0.0013323509416093456 -0.00085615357325877998 0.0045516951019332437 -0.00088186429982835604 0.0033876781127657055 -0.0022277260649665865 0.0029004683605466119 -0.0017749670183143788 -0.0017996088527143005 0.0029574968619272115 -0.00037829160934225439 0.00099474963359534748 -0.0040804929342930733 -0.0020356912957504394 -0.0014421062437695977 0.003802836643299088 -0.0019173168084519203 -0.0013415939160896576 -0.001238378802580493 0.0050502546644896618 0.0023113704833161576 -8.729646508202824e-05 0.0016863725661932149 0.0019538211859762666
leaf_weight=21 21 20 27 33 34 22 36 20 24 22 27 23 23 36 25 23 21 25 23 20 23 20 43 34 21 22 23 2347 37 25
leaf_count=21 21 20 27 33 34 22 36 20 24 22 27 23 23 36 25 23 21 25 23 20 23 20 43 34 21 22 23 2347 37 25
internal_value=0 -8.91256e-06 1.93365e-06 -8.77895e-06 7.98784e-06 -0.000924551 -1.43632e-05 1.80842e-06 0.00117052 -2.92699e-05 0.00147074 -5.5436e-05 -3.75025e-05 -6.1959e-05 -0.000390025 -3.93451e-05 0.00136542 -6.23825e-05 -0.00143714 -3.73396e-05 -2.20558e-05 0.00147334 -4.52853e-05 0.000731919 0.00135034 0.00193488 0.000434632 -9.26797e-05 -5.97689e-05 0.00340322
internal_weight=0 3100 3080 3059 3004 55 2970 2934 76 2858 49 2809 2786 2763 52 2727 44 2683 48 2635 2615 40 2575 148 114 93 46 2427 2384 47
internal_count=3121 3100 3080 3059 3004 55 2970 2934 76 2858 49 2809 2786 2763 52 2727 44 2683 48 2635 2615 40 2575 148 114 93 46 2427 2384 47
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=31
num_cat=0
split_feature=402 1210 402 402 133 43 1209 1212 403 403 401 3 1210 403 1212 1210 131 130 131 132 48 52 1 12 132 1 13 0 12 42
split_gain=0.00402437 0.00600621 0.0051819 0.0229923 0.0101062 0.0162317 0.0195545 0.00973504 0.0116332 0.0205505 0.0254341 0.0213804 0.0236016 0.0132923 0.0214043 0.00791246 0.010173 0.0134265 0.012691 0.0104434 0.0187257 0.0139026 0.0209567 0.0186201 0.012103 0.0267737 0.0111754 0.0100421 0.00982097 0.00940756
threshold=0.27918000000000004 -0.14310999999999999 -0.085044999999999996 -0.088189999999999991 0.23074000000000003 -0.14035499999999998 -0.077874999999999986 -0.070754999999999985 -0.013754999999999998 -0.072624999999999981 -0.06959499999999999 -0.07359499999999998 0.11875500000000001 -0.43370499999999995 0.086920000000000011 -0.0091799999999999989 -0.076979999999999979 0.12884500000000002 0.11657500000000001 0.088210000000000011 0.09858500000000002 0.016565000000000003 0.085475000000000009 0.090345000000000023 0.0041800000000000006 0.082005000000000008 -0.082904999999999993 -0.061629999999999997 0.087075000000000014 0.10077000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 15 -6 -7 -3 9 10 -9 12 13 -12 -15 28 -17 18 19 24 21 23 -23 26 29 -26 -21 -28 -4 -18
right_child=-2 2 4 -5 5 6 -8 8 -10 -11 11 -13 -14 14 -16 16 17 -19 -20 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00149614191924667 0.0011526333416501681 -0.0015511925766865413 0.00039531798639263105 0.003442364026863209 0.00067638509174096676 0.00047540810192003846 -0.0033705258380788833 0.0031241943221539262 0.0025506971746587872 -0.0029132526461035017 -0.0016627264031405121 -0.0028707783061849034 0.0035058650473642743 0.0027975813785035696 -0.00078919387291889731 0.0021169664419215663 -4.004463491909256e-05 -0.0020311498152295825 0.0019783532726719527 0.00066956739639863379 0.0018506777563901699 -0.0041654913626130554 -1.3559963554143907e-05 0.0022188979052589273 0.003089373040562257 -0.00088424458740822348 -0.0037558157617847126 -0.00069859726354479798 -0.0021269347739258882 0.00072052108675134982
leaf_weight=27 30 30 26 23 34 20 39 30 22 20 38 23 21 28 41 23 2141 32 33 20 23 31 20 20 39 30 21 22 38 176
leaf_count=27 30 30 26 23 34 20 39 30 22 20 38 23 21 28 41 23 2141 32 33 20 23 31 20 20 39 30 21 22 38 176
internal_value=0 -1.1187e-05 1.89845e-06 0.000415224 -3.9019e-05 -0.00106393 -0.00206682 0.000140029 0.000367548 0.000128596 0.000464712 -6.36623e-05 0.000440741 -0.000160825 0.000666309 -3.65106e-06 2.30732e-05 4.60714e-06 2.9896e-05 4.61131e-06 -0.0007854 -0.00123786 -0.00253728 -0.000439421 5.65945e-05 0.00136171 -0.00128333 -0.00219166 -0.00110227 1.77282e-05
internal_weight=0 3091 3064 276 2788 93 59 253 223 201 181 151 128 107 69 2695 2631 2608 2576 2543 157 134 51 83 2386 69 63 43 64 2317
internal_count=3121 3091 3064 276 2788 93 59 253 223 201 181 151 128 107 69 2695 2631 2608 2576 2543 157 134 51 83 2386 69 63 43 64 2317
is_linear=0
shrinkage=0.1


Tree=1000
num_leaves=31
num_cat=0
split_feature=130 40 40 15 123 124 4 124 124 15 16 104 9 0 51 51 0 0 2 1 0 15 160 47 43 132 48 3 3 3
split_gain=0.00409049 0.0169967 0.00560872 0.0068485 0.00475263 0.00572708 0.0151883 0.00622178 0.0115469 0.0075068 0.0121148 0.00690975 0.0121959 0.00819923 0.0272237 0.0690663 0.0436938 0.0360941 0.0211831 0.0387203 0.03752 0.0338378 0.0838866 0.0323004 0.0269683 0.0173403 0.0197543 0.0372866 0.0258393 0.0267503
threshold=-0.22461999999999996 -0.23755499999999996 -0.087679999999999994 -0.090644999999999989 -0.088149999999999992 -0.087894999999999987 0.098655000000000007 -0.086724999999999983 -0.082899999999999988 -0.17952999999999997 -0.0092699999999999987 0.083745000000000014 -1.0000000180025095e-35 -0.097024999999999986 0.078435000000000019 0.088785000000000017 -0.14001499999999997 -0.23051499999999997 0.088300000000000003 0.085760000000000017 -0.10151999999999999 0.084840000000000013 -1.0000000180025095e-35 0.09550500000000002 -0.093959999999999988 -1.0000000180025095e-35 0.016865000000000002 0.11924500000000002 -0.080884999999999985 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 -7 9 -9 -11 12 -10 14 18 -16 17 -17 19 21 24 22 -14 -21 -20 -26 28 -28 -27 -30
right_child=1 2 4 -5 5 7 -8 8 11 10 -12 -13 13 -15 15 16 -18 -19 20 23 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.0011247982409258838 0.0029173959733452652 2.5480152440390419e-05 -0.001421530135785756 -0.0022765697950186833 0.0025557707882775315 -0.0012676675656908439 -0.0010263311082962902 -0.0002412589924642816 -0.0022214374560862778 0.0038217783234791741 0.00046385632965459747 0.0018427620455622675 0.00069402330922649098 8.4033558461710483e-05 -0.0058178715436724817 -0.0019171726690339194 -0.0037242512297650265 0.0026366520981790254 -0.003154532279120758 -0.0030640846308828754 -0.0034824938278486825 -0.00057113088966746414 0.0082457224425487152 0.0015997218230579706 0.0029734822561625733 0.0020931547511658022 0.0034409239807772747 -0.0018095823337457011 -0.0022751972507570445 0.00088551385953906003
leaf_weight=32 20 28 23 24 29 38 20 20 25 21 22 20 38 2225 30 28 28 46 25 33 36 28 24 27 22 29 38 21 81 40
leaf_count=32 20 28 23 24 29 38 20 20 25 21 22 20 38 2225 30 28 28 46 25 33 36 28 24 27 22 29 38 21 81 40
internal_value=0 1.16522e-05 -7.28393e-06 -0.001037 1.0464e-05 2.14646e-05 0.00109369 3.62456e-06 2.02428e-05 0.00135932 0.00210377 -9.4203e-06 -2.25377e-05 -2.89769e-06 -0.00033987 -0.00160008 -0.000359548 0.000913583 3.64813e-05 0.00100238 -0.000459697 0.00231421 0.00361726 -0.000965372 -3.46162e-05 0.000303037 2.19375e-05 0.0015721 -0.000587793 -0.00123033
internal_weight=0 3089 3069 52 3017 2994 49 2945 2907 63 43 2844 2824 2799 574 132 102 74 442 150 292 90 62 60 256 231 209 59 150 121
internal_count=3121 3089 3069 52 3017 2994 49 2945 2907 63 43 2844 2824 2799 574 132 102 74 442 150 292 90 62 60 256 231 209 59 150 121
is_linear=0
shrinkage=0.1


Tree=1001
num_leaves=31
num_cat=0
split_feature=12 10 10 1 11 10 1 47 43 0 1 0 0 13 1 147 13 13 13 3 52 49 149 402 3 52 4 8 4 1
split_gain=0.00421651 0.00659385 0.0166847 0.00962165 0.00578773 0.00699653 0.00652216 0.00909286 0.00702045 0.0373168 0.0147608 0.0140059 0.0222694 0.0134721 0.013003 0.0168564 0.016225 0.0173632 0.0249377 0.0166717 0.0298651 0.015704 0.0135852 0.013308 0.0131402 0.0268482 0.0149455 0.0123326 0.0122902 0.0227388
threshold=0.23631000000000002 -0.15926999999999997 -0.089679999999999982 0.13686500000000004 -0.014494999999999999 -0.014199999999999999 0.15799000000000005 0.13975500000000002 0.084740000000000024 -0.13843999999999998 0.13968000000000003 -0.10151999999999999 -0.09595999999999999 -0.43167499999999998 0.13686500000000004 0.096265000000000003 -0.097224999999999992 -0.093219999999999983 -0.092094999999999982 0.11924500000000002 -1.0000000180025095e-35 -0.23803499999999997 0.078320000000000015 0.2506000000000001 -0.082154999999999992 -0.061194999999999992 0.181285 0.078785000000000008 -0.07958999999999998 0.086255000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6 7 8 10 -10 13 -11 -13 -7 15 16 24 28 -19 21 -21 -20 23 27 -15 -26 -27 -23 -18 -30
right_child=-2 2 4 -5 5 6 -8 -9 9 11 -12 12 -14 14 -16 -17 17 18 19 20 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.0005045040674634616 -0.001348983509903875 -0.0027533450259149754 0.0016649203319546012 0.0022121558158687549 -0.0018651390424929562 -0.0019761610458689659 -0.0016659620440686526 0.0019235857073217632 -0.0043220831820255387 0.0015287279609596184 0.0020167271635727958 -0.0028849781101598637 -4.0751376672680985e-05 8.2268419536183387e-05 -0.002363409261438805 0.0022267295290172725 0.00017145776849550505 0.0029976476798765361 0.0023850174570855288 0.0007623209996381775 -0.004637127154551092 8.9559017089132858e-05 -0.0018982343676651834 -0.002093661783447746 -0.00069518626745169359 0.004957362199719581 0.0014003547828733212 -0.0021016919519752267 -0.0049761000433049749 -0.00026468526804819705
leaf_weight=22 23 22 21 32 20 33 23 25 23 43 38 32 197 66 22 36 24 28 28 20 21 2117 37 29 24 27 21 26 21 20
leaf_count=22 23 22 21 32 20 33 23 25 23 43 38 32 197 66 22 36 24 28 28 20 21 2117 37 29 24 27 21 26 21 20
internal_value=0 1.00151e-05 -9.41632e-06 0.00110537 1.05593e-05 -1.01733e-06 1.14894e-05 2.45324e-05 8.34547e-06 -0.000454305 6.00823e-05 -0.00012725 -0.000438198 3.14852e-05 5.72945e-05 7.822e-05 4.73924e-05 -1.39578e-05 3.14757e-05 -4.98296e-06 -0.00200325 3.16415e-05 1.81149e-06 3.41788e-05 0.00110146 0.00203572 0.00340117 6.29736e-05 -0.0016258 -0.00267785
internal_weight=0 3098 3044 54 3022 3001 2981 2958 2933 295 2638 272 229 2600 2567 2545 2509 2371 2306 2278 41 2237 2209 2172 138 72 48 2143 65 41
internal_count=3121 3098 3044 54 3022 3001 2981 2958 2933 295 2638 272 229 2600 2567 2545 2509 2371 2306 2278 41 2237 2209 2172 138 72 48 2143 65 41
is_linear=0
shrinkage=0.1


Tree=1002
num_leaves=31
num_cat=0
split_feature=402 402 15 15 1209 132 4 16 15 12 12 43 12 3 0 4 1211 13 1211 42 133 13 12 159 3 160 3 1 158 1375
split_gain=0.00473172 0.00534997 0.0039643 0.0150444 0.0136737 0.0138467 0.0221261 0.0554557 0.0218857 0.0200924 0.0215981 0.0196113 0.019462 0.0170006 0.0229696 0.017252 0.0184258 0.0141691 0.0121789 0.0222966 0.013109 0.0114155 0.0165906 0.0132832 0.0118197 0.00974518 0.0242105 0.0203397 0.0175407 0.0130295
threshold=0.27918000000000004 0.13924000000000003 0.09116500000000001 0.090455000000000021 -0.064814999999999984 -0.083284999999999984 -0.081839999999999982 -0.015314999999999997 0.091915000000000011 0.090020000000000017 0.09141500000000001 -0.011694999999999999 0.087145000000000014 -0.079724999999999976 -0.080604999999999996 -0.077519999999999992 0.11671000000000002 -0.078944999999999987 0.09993500000000001 -0.058859999999999989 -0.46007999999999999 -0.070999999999999994 0.10266500000000002 -0.46267499999999995 -0.063074999999999978 0.11055500000000001 0.088060000000000013 0.086255000000000012 0.084765000000000021 0.10659
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 18 -4 -6 7 -7 -8 11 -11 12 -10 14 -12 -15 17 -17 20 -20 -1 23 -23 -19 -24 29 27 28 -27 -22
right_child=-2 -3 4 -5 5 6 8 -9 9 10 13 -13 -14 15 -16 16 -18 21 19 -21 25 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014938226441354972 0.0012498319079168143 -0.0014405464072926688 0.0028188786667305977 -0.0021717725685007419 0.0021950620020018711 -0.0057588217483664104 0.0034137585888278084 2.7722768388243756e-05 0.0008208790838363626 -0.0031916770577916638 0.0011396315264781672 -0.00014184905983809684 0.0050769316775999456 0.0031162842060439289 -0.0030218975964493842 0.0025568288389227487 -0.0026310913796935764 0.00061377280432245006 0.00068408751748907188 -0.0035902337645753648 -5.0905998784776417e-06 0.003219245306293791 -0.0019769881828688089 -0.0027161746714264158 0.0014198126936597485 -1.3538751318264985e-05 -0.0039967827875876712 0.0023424618371316922 -0.0034234341699630024 0.0025584392645396294
leaf_weight=58 30 26 20 33 31 22 22 67 21 23 21 37 22 22 36 28 21 23 23 26 2288 21 20 25 21 48 21 23 22 20
leaf_count=58 30 26 20 33 31 22 22 67 21 23 21 37 22 22 36 28 21 23 23 26 2288 21 20 25 21 48 21 23 22 20
internal_value=0 -1.21304e-05 -1.32883e-08 -5.04054e-05 0.000256656 0.00015056 1.03393e-05 -0.00140266 0.000356777 0.000159552 -0.000265422 0.00154603 0.00299839 1.7367e-05 -0.0014887 0.000491654 0.000128498 0.000548435 -2.27244e-05 -0.00158392 8.12177e-06 3.72078e-05 0.000933556 -0.00112057 -0.000237163 -2.74565e-05 -0.000930011 -0.000237514 -0.00108522 1.71237e-05
internal_weight=0 3091 3065 2562 503 483 452 89 363 341 261 80 43 238 57 181 159 138 2529 49 2480 110 62 48 41 2422 114 93 70 2308
internal_count=3121 3091 3065 2562 503 483 452 89 363 341 261 80 43 238 57 181 159 138 2529 49 2480 110 62 48 41 2422 114 93 70 2308
is_linear=0
shrinkage=0.1


Tree=1003
num_leaves=31
num_cat=0
split_feature=403 2 403 403 1208 131 15 400 15 484 1204 403 15 42 1212 15 13 2 403 12 52 484 158 484 133 130 2 3 13 1456
split_gain=0.00447143 0.016841 0.0162847 0.0159248 0.00647466 0.00497163 0.00566769 0.0215669 0.0198428 0.0257897 0.0167339 0.0125678 0.0214848 0.0420855 0.0233409 0.0166174 0.0484799 0.0661273 0.015521 0.0153753 0.0138214 0.0122018 0.0143376 0.00962873 0.0105908 0.00947945 0.0114446 0.0237293 0.0354829 0.0138186
threshold=-0.5492149999999999 0.084655000000000022 -0.5341999999999999 -0.52917499999999984 0.10480500000000002 0.13857500000000003 0.088345000000000021 -0.082934999999999995 0.088655000000000025 0.11650000000000001 -0.066239999999999979 -0.015394999999999997 0.085035000000000013 0.087075000000000014 -0.04353499999999999 0.040760000000000005 -0.0082249999999999979 0.084145000000000011 -0.074254999999999988 0.087075000000000014 0.085310000000000011 0.079595000000000013 0.13146500000000003 -0.48714499999999994 0.12599500000000005 0.097765000000000005 0.095545000000000005 -0.063814999999999997 -0.065824999999999981 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 11 -8 -9 10 -10 18 15 14 -14 23 17 -17 -5 -20 -18 22 25 -13 -25 26 29 28 -28 -12
right_child=2 -3 3 4 -6 -7 7 8 9 -11 21 12 13 -15 -16 16 20 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0005094402490238495 -0.0021608553327886119 0.0030413631559812614 0.0026892629198052667 -0.00034631897298721513 -0.0016824019384448945 -0.00153136045195251 0.0033559979382103353 0.0030486912658923993 -0.0022293159738183024 -0.0030242236288568866 0.0025709869920198494 -0.001912040950730443 -0.0019039144667250844 0.0051257171124840777 0.0017503103923941542 -0.00012372496227423352 0.0024031730701348612 -0.0074204750789288914 -0.00036321767309511251 -0.0039879748171661048 -0.0010387583263218403 0.0027459211507812145 -0.002157905707523848 9.0876419210502617e-05 -0.0022235555585939436 0.0017817514094834526 9.5982689942632408e-05 0.001023185912568946 -0.0044069009041413669 0.00031465044714869901
leaf_weight=34 35 22 22 323 23 21 22 23 27 26 30 25 29 24 44 27 28 23 22 25 20 20 24 1731 20 42 42 52 30 285
leaf_count=34 35 22 22 323 23 21 22 23 27 26 30 25 29 24 44 27 28 23 22 25 20 20 24 1731 20 42 42 52 30 285
internal_value=0 0.000885518 -1.61791e-05 8.59436e-06 -1.10116e-05 1.86679e-06 1.27297e-05 0.000280783 0.000168212 5.35913e-05 0.000198561 -5.8606e-05 4.17831e-05 0.00149296 0.000298632 -3.33313e-05 -0.001301 -0.00348023 -0.000593382 -0.00229128 0.000969035 0.000323423 0.000227483 3.66188e-05 6.44409e-05 0.000346504 0.000209191 -0.000604597 -0.00178022 0.00052954
internal_weight=0 56 3065 3030 3008 2985 2964 623 601 578 552 2341 1971 97 73 1874 98 50 370 47 48 525 505 1776 1751 481 439 124 72 315
internal_count=3121 56 3065 3030 3008 2985 2964 623 601 578 552 2341 1971 97 73 1874 98 50 370 47 48 525 505 1776 1751 481 439 124 72 315
is_linear=0
shrinkage=0.1


Tree=1004
num_leaves=31
num_cat=0
split_feature=1208 1209 16 42 1208 401 43 401 128 128 128 128 1212 1212 52 128 4 1200 1211 1211 129 129 0 11 129 16 483 16 2 0
split_gain=0.00430168 0.0207623 0.0184691 0.0275585 0.00608038 0.00421664 0.0166647 0.0106088 0.00531928 0.014549 0.0110492 0.0108422 0.00687248 0.011099 0.0236427 0.00880541 0.0135664 0.0102992 0.0106638 0.0108658 0.00789629 0.00890959 0.00778197 0.00995458 0.00931503 0.0100886 0.0265027 0.0226838 0.0431466 0.0235871
threshold=0.099975000000000008 -0.094304999999999986 -0.079734999999999986 0.11603500000000001 1.0000000180025095e-35 0.11602000000000001 -0.0090299999999999981 0.11061500000000002 0.11976500000000002 0.11059000000000001 0.10692000000000002 0.10332500000000001 -0.14780999999999997 -0.075499999999999998 0.086965000000000015 0.092940000000000009 -0.080584999999999976 0.090100000000000013 0.11789500000000001 0.11088500000000003 0.10359500000000001 0.095170000000000018 0.22582000000000002 0.10458500000000001 0.091700000000000018 -0.084119999999999986 0.098395000000000024 -0.073404999999999984 0.086100000000000024 -0.082394999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 7 -7 8 9 10 11 12 -3 14 -14 17 -17 18 19 20 21 22 23 24 25 26 -15 28 -27 -30
right_child=2 4 3 -5 -6 6 -8 -9 -10 -11 -12 -13 13 15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0030101706051146211 0.0032422379047299422 -0.0013156392820513783 0.0019849551153247771 -0.0030905971651372967 0.0016254568796442903 0.00073489624341683732 -0.0023973957720127975 0.0021505846135804188 0.0012198574335447381 -0.0022489547910136652 0.0023444300232222308 -0.0022780699389321462 -9.0202662053903075e-05 -0.00043187660816179798 0.0040716095217725352 -0.00031052167259622369 0.0030180212081177163 -0.0020531664080917838 0.0016954394813284226 -0.0023594019899610429 0.0015668532662769599 -0.0018457161849019705 -0.0018920517844063314 0.0020677805270837703 0.0019383119749060524 -0.00046502087860365767 0.0026452813831414901 -3.8693347602867785e-05 0.0046729719573208551 0.0014775278668112861
leaf_weight=23 21 39 23 20 23 35 33 23 35 29 20 21 39 803 21 25 24 25 36 20 31 27 22 23 24 96 29 1421 33 77
leaf_count=23 21 39 23 20 23 35 33 23 35 29 20 21 39 803 21 25 24 25 36 20 31 27 22 23 24 96 29 1421 33 77
internal_value=0 -1.69869e-05 0.000811391 -0.000375767 5.70366e-06 -6.66908e-06 -0.000785187 1.13191e-05 -5.53129e-06 -2.03974e-05 2.23155e-06 -1.42861e-05 2.60184e-06 2.11218e-05 0.00136643 -8.59786e-06 0.00131979 -3.30038e-05 -1.3888e-05 -3.75011e-05 -1.95436e-05 -3.87915e-05 -1.94929e-05 -3.05381e-06 -2.22359e-05 -4.1371e-05 -0.00032462 0.000103474 0.00108415 0.00243616
internal_weight=0 3057 64 43 3034 3011 68 2943 2920 2885 2856 2836 2815 2776 60 2716 49 2667 2642 2606 2586 2555 2528 2506 2483 2459 832 1627 206 110
internal_count=3121 3057 64 43 3034 3011 68 2943 2920 2885 2856 2836 2815 2776 60 2716 49 2667 2642 2606 2586 2555 2528 2506 2483 2459 832 1627 206 110
is_linear=0
shrinkage=0.1


Tree=1005
num_leaves=31
num_cat=0
split_feature=402 1210 40 121 33 39 124 52 124 124 9 0 11 376 13 13 12 16 49 48 133 12 13 52 13 0 52 15 160 2
split_gain=0.00436146 0.00506343 0.00422462 0.00995544 0.00753343 0.00633294 0.00601003 0.0222616 0.0061197 0.00738758 0.00619568 0.042913 0.0104107 0.00735274 0.00772597 0.0285803 0.026437 0.0221272 0.0176438 0.0254289 0.019206 0.0189576 0.0385668 0.0170493 0.0166981 0.0245522 0.0235942 0.015455 0.0149956 0.0122447
threshold=0.27918000000000004 -0.14310999999999999 -0.24290999999999999 -0.078059999999999977 -0.012019999999999998 -0.020804999999999994 -0.087984999999999994 -0.080114999999999978 -0.086724999999999983 -0.085409999999999986 0.086220000000000005 -0.086554999999999979 -1.0000000180025095e-35 -0.11750499999999998 -0.089109999999999981 -0.088319999999999996 0.085565000000000016 0.25084500000000004 0.10858500000000001 0.096390000000000017 -0.14757499999999998 0.082480000000000012 -0.17933499999999997 0.092650000000000024 -0.10278499999999999 -0.086834999999999982 0.083680000000000018 -0.028889999999999996 0.0046300000000000013 0.08919500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 -8 -10 12 -12 -11 -14 17 16 -16 18 19 20 23 28 -23 -15 -24 26 -26 -28 -22 -17
right_child=-2 2 3 4 5 6 8 -9 9 10 11 -13 13 14 15 29 -18 -19 -20 -21 21 22 24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0013750846601194807 0.0011999353673309088 -0.0012689085301155081 0.0017386658667502078 -0.0016705945213928959 -0.0013918691642174964 0.0035407387767918408 -0.0012585372431203725 -0.0004761706093779287 0.0019340972662030256 -0.0022898476640693844 0.0045337097039340407 -0.00098980823412346541 0.0019103650283068419 0.0015059865814206813 0.00042289063298644926 -0.00021078490092085375 0.0052588611876126382 0.002838246247265488 -0.0031423423813394039 0.0018038142097951924 0.00084818661449507127 -0.0058972110308241101 0.00061990712404351792 -0.0015597881910462794 -0.0058498188836633097 -1.4410545656235542e-05 0.00026154510764172303 -0.0036226529448911264 -0.0023008490435313437 0.0002555789595122256
leaf_weight=27 30 26 33 27 32 22 38 37 20 20 22 39 20 60 26 1202 20 20 25 46 62 20 37 26 21 43 20 21 20 1059
leaf_count=27 30 26 33 27 32 22 38 37 20 20 22 39 20 60 26 1202 20 20 25 46 62 20 37 26 21 43 20 21 20 1059
internal_value=0 -1.16461e-05 3.6855e-07 1.12314e-05 -7.73881e-06 7.33745e-06 2.25359e-05 0.00102166 2.11736e-06 1.8932e-05 5.39246e-06 0.00100228 -1.65765e-05 -3.16079e-08 -1.40374e-05 5.78531e-05 0.00252549 -0.000407984 -0.000569891 -0.00039885 -0.000705888 -0.0011588 -0.00178592 0.000579124 -0.00120686 -0.00185058 -0.00312405 -0.00172792 8.01291e-05 7.64912e-06
internal_weight=0 3091 3064 3038 3005 2978 2946 59 2887 2849 2829 61 2768 2748 2728 2307 46 421 401 376 330 244 162 86 142 105 62 41 82 2261
internal_count=3121 3091 3064 3038 3005 2978 2946 59 2887 2849 2829 61 2768 2748 2728 2307 46 421 401 376 330 244 162 86 142 105 62 41 82 2261
is_linear=0
shrinkage=0.1


Tree=1006
num_leaves=31
num_cat=0
split_feature=1210 1210 1209 50 15 1213 2 15 43 1210 1209 4 4 49 4 1374 16 1453 1453 2 13 2 1 160 2 120 12 1375 484 13
split_gain=0.00404077 0.00510955 0.00411228 0.0185569 0.0233749 0.0293043 0.0139339 0.0164567 0.00834946 0.00702193 0.00827813 0.00518461 0.021741 0.0412 0.0202399 0.0189898 0.0184297 0.0169061 0.0175391 0.0153907 0.0148005 0.0147497 0.040422 0.058518 0.0345359 0.0254415 0.0201024 0.0187438 0.0209683 0.0274721
threshold=-0.42132499999999995 -0.14310999999999999 0.083050000000000013 0.089390000000000011 0.085935000000000025 -1.0000000180025095e-35 0.084715000000000013 0.084735000000000019 -0.041739999999999992 -0.078184999999999991 -0.084629999999999997 -0.010655 -0.008819999999999998 -0.008624999999999999 -0.0082299999999999995 0.086000000000000007 -0.18708499999999997 -1.0000000180025095e-35 -0.077384999999999995 0.12198500000000001 -0.043669999999999994 0.08647500000000001 0.085110000000000005 -1.0000000180025095e-35 0.08734500000000002 0.086165000000000019 0.084795000000000023 0.093520000000000006 0.10126500000000001 0.24394000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 4 6 -6 -4 8 -8 -3 -11 15 13 -13 -14 16 -12 18 -16 -18 -21 22 23 26 -23 27 -19 28 29 -26
right_child=1 2 3 -5 5 -7 7 -9 -10 10 11 12 14 -15 17 -17 19 21 -20 20 -22 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012662395611405374 -0.0012876199640994592 -0.0016939764730632305 0.0016166749504918699 -0.0022264826587739994 0.00045882778087009989 0.0051469212688971316 -0.0012053500206786255 -0.0033115793846081945 0.0016495859951828609 0.0016416793793905529 -0.0031277926569600826 -0.00032505411025438762 -0.002498818685454617 0.0047090353556619637 0.00025644712260219498 -0.0032139011417166331 -0.00014967201094119546 -0.0018597956522301371 0.00360849823595749 -0.00047804395961124576 0.0022824960992483493 -0.0039763073999589931 1.2052572151412376e-05 0.0062317110615237783 6.5817955734054408e-05 -0.0036432587474700996 0.0025700717640575023 -0.0029043125200339339 -0.0024435777088910983 0.0038270301008014943
leaf_weight=25 31 25 32 22 30 24 21 20 20 30 20 37 31 29 37 20 1414 21 27 31 52 24 287 28 669 20 20 22 32 20
leaf_count=25 31 25 32 22 30 24 21 20 20 30 20 37 31 29 37 20 1414 21 27 31 52 24 287 28 669 20 20 22 32 20
internal_value=0 -1.02248e-05 2.69503e-06 0.000482188 0.000887567 0.00254242 -7.33185e-05 -0.000959872 0.000187302 -2.52864e-05 -1.07558e-05 -2.8205e-05 0.000118458 0.00188689 2.41795e-05 -0.000152635 -0.000112275 8.8979e-05 0.00167059 -7.19878e-05 0.00125145 4.19619e-07 0.00053453 0.00270773 -0.000241186 -0.000123698 0.000301115 -2.8959e-05 5.87772e-05 0.000174997
internal_weight=0 3096 3065 169 147 54 93 61 41 2896 2871 2841 1304 66 1238 1537 1517 1207 64 1497 83 1143 356 69 787 763 41 743 721 689
internal_count=3121 3096 3065 169 147 54 93 61 41 2896 2871 2841 1304 66 1238 1537 1517 1207 64 1497 83 1143 356 69 787 763 41 743 721 689
is_linear=0
shrinkage=0.1


Tree=1007
num_leaves=31
num_cat=0
split_feature=403 42 403 403 1208 2 0 159 3 0 4 0 16 2 1447 2 3 4 43 43 15 0 0 133 1211 3 15 4 484 12
split_gain=0.00412277 0.0156872 0.0145842 0.011105 0.00688309 0.00454591 0.019072 0.0151705 0.0153459 0.0254671 0.01791 0.0138371 0.0134168 0.0147593 0.0204995 0.0336036 0.0201832 0.0130628 0.0116045 0.0218922 0.0222486 0.0799595 0.0539476 0.0142108 0.0136578 0.0129716 0.0117135 0.027267 0.0366354 0.0229327
threshold=-0.5492149999999999 0.088670000000000013 -0.5341999999999999 -0.52917499999999984 0.10480500000000002 0.085155000000000022 -0.15599999999999997 0.13554000000000002 0.095270000000000007 -0.062294999999999996 -0.39518999999999993 -0.26609999999999995 -0.54165499999999989 0.085485000000000019 1.0000000180025095e-35 0.09167500000000002 -0.087129999999999985 -0.14098499999999997 -0.0030899999999999994 0.062770000000000006 -0.099734999999999976 -0.087319999999999995 -0.086234999999999992 -0.0061299999999999992 0.090815000000000021 -0.082154999999999992 0.088345000000000021 -0.082769999999999982 0.0038100000000000005 0.091085000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 -5 8 10 -10 -8 -7 -13 16 -15 -16 -14 -12 24 20 -20 -22 -23 25 26 -24 -19 -28 29 -29
right_child=2 -3 3 4 -6 11 7 -9 9 -11 17 12 13 14 15 -17 -18 18 19 -21 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0011545114654480763 -0.0020451493730901608 0.002247582763348791 0.0022464492421766574 0.0029620080875853699 -0.0017317643227136655 -0.0024215317443013196 0.0031392736604348537 -0.0025500284973531961 -0.0041711633088111523 0.00069742002418603406 -0.0017377350753282801 0.0015308281059193318 0.00029947684379294515 -0.00010715557764694844 0.0047089037404436131 -0.00089574177749454978 -0.0041392912417428478 -8.683960217648729e-05 -0.00096563824837834664 -0.00050168924679820539 0.0075903645547276194 -0.0037123127118684355 0.0017434786849965652 0.00075459889343365777 -0.0022531386949121951 0.0051917638350278145 0.004109876508237389 0.0034181240559255166 -0.0033112332478842954 -0.00010082677776074928
leaf_weight=23 35 33 22 24 23 25 21 21 21 22 34 52 20 1807 23 20 21 490 29 79 22 20 24 43 25 20 23 31 22 46
leaf_count=23 35 33 22 24 23 25 21 21 21 22 34 52 20 1807 23 20 21 490 29 79 22 20 24 43 25 20 23 31 22 46
internal_value=0 0.000850294 -1.55355e-05 7.90883e-06 -8.46347e-06 4.8149e-06 0.000176483 0.000109159 0.000166611 -0.00168026 0.000252096 -8.38979e-05 -5.38202e-05 -9.7396e-05 -5.58055e-05 0.00210209 -0.00197404 0.000185322 0.000260132 0.000857516 0.00153712 0.00209975 0.000970844 0.00204743 3.78712e-05 0.00331088 0.000131458 0.00100823 0.000287643 0.00131589
internal_weight=0 56 3065 3030 3008 2985 1017 993 972 43 929 1968 1943 1891 1850 43 41 908 874 237 158 129 107 87 637 44 612 122 99 77
internal_count=3121 56 3065 3030 3008 2985 1017 993 972 43 929 1968 1943 1891 1850 43 41 908 874 237 158 129 107 87 637 44 612 122 99 77
is_linear=0
shrinkage=0.1


Tree=1008
num_leaves=31
num_cat=0
split_feature=142 13 150 13 11 11 16 4 12 13 52 16 42 12 16 13 155 52 52 390 42 1213 483 483 1454 0 1456 52 1456 0
split_gain=0.00408111 0.00491218 0.0283448 0.0167202 0.0116101 0.028089 0.0196423 0.0341961 0.0250294 0.0288256 0.0270111 0.013898 0.0141861 0.0177463 0.0120312 0.0115418 0.0111596 0.00950387 0.00877155 0.00760671 0.00829677 0.00722558 0.00661509 0.0129853 0.0124772 0.0186583 0.0254044 0.0107993 0.0217713 0.0514314
threshold=-0.06316999999999999 0.054800000000000008 0.093625000000000014 0.06370000000000002 0.086080000000000018 0.094350000000000003 -0.097644999999999996 0.19806500000000002 0.091625000000000012 0.10002500000000002 -1.0000000180025095e-35 -0.082779999999999979 -0.018024999999999996 0.099815000000000015 -0.050529999999999999 0.043850000000000007 0.11332500000000002 -0.099454999999999974 0.08709500000000002 0.087590000000000015 -0.012324999999999997 -0.5165749999999999 -0.073589999999999989 -0.065184999999999979 0.083800000000000013 -0.092759999999999995 -0.071109999999999993 0.5140450000000002 -0.16480999999999998 -0.086074999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 3 18 6 -6 7 -5 10 -10 17 -11 13 -13 -12 19 -7 -8 -3 21 -21 -2 24 -24 25 -23 -27 28 29 -25
right_child=1 2 -4 4 5 16 8 -9 9 11 14 12 -14 -15 -16 -17 -18 -19 -20 20 -22 22 23 27 -26 26 -28 -29 -30 -31
leaf_value=0.0013893561482074717 -0.0016575416317209603 -0.00067592643573880201 -0.0039980475045740607 0.0041529040353259807 -0.0030551822099369021 -0.00084298957477916376 -0.00091232836261511806 -0.00055392285535946998 0.0032741068718522524 -0.0024154033860395432 -0.0015527248173020781 0.0019793209026101976 0.0024018988996330239 -0.0017547789664240554 -0.0050213305000215772 0.0023224506871139801 0.0023798432345280337 0.0018836859217844903 -0.0034482090822642759 0.0027621954036433074 -8.3718277164734903e-05 -0.00094049978975413581 -0.0024984902314220867 0.001234644795767963 -0.0016151658131829687 0.0037447408836861111 0.0004402813128156898 0.0012052150022807636 2.1504671551340649e-06 -0.0059369219897780568
leaf_weight=21 26 25 20 33 36 22 31 29 35 20 20 20 27 35 20 22 21 20 21 21 20 36 21 20 21 38 60 72 2288 20
leaf_count=21 26 25 20 33 36 22 31 29 35 20 20 20 27 35 20 22 21 20 21 21 20 36 21 20 21 38 60 72 2288 20
internal_value=0 -9.41177e-06 -0.000320985 -0.000143777 8.03333e-05 -0.000994375 0.000373099 0.00195132 -5.60679e-05 0.000797855 -0.00134164 -5.18396e-05 0.000524639 -0.000396924 -0.00328703 4.14454e-05 0.000730952 0.000184148 -0.00194153 2.24586e-05 0.00137394 1.1631e-06 1.79047e-05 -2.26427e-05 0.000651229 0.00100641 0.0017216 -9.79081e-07 -3.82841e-05 -0.00235114
internal_weight=0 3100 435 415 369 79 290 62 228 137 91 102 82 55 40 2665 43 51 46 2643 41 2602 2576 2421 155 134 98 2400 2328 40
internal_count=3121 3100 435 415 369 79 290 62 228 137 91 102 82 55 40 2665 43 51 46 2643 41 2602 2576 2421 155 134 98 2400 2328 40
is_linear=0
shrinkage=0.1


Tree=1009
num_leaves=31
num_cat=0
split_feature=1447 2 2 1447 13 483 457 151 12 51 4 1456 1456 483 1456 52 160 160 481 13 0 150 151 142 3 3 4 1209 0 3
split_gain=0.00397255 0.0159559 0.047629 0.0134781 0.0359015 0.00741487 0.00461379 0.0225567 0.0216831 0.0193075 0.0159158 0.00831927 0.0200909 0.00978344 0.0069694 0.0108546 0.00637506 0.0112838 0.00684275 0.0294402 0.00765423 0.0314002 0.00651862 0.0102888 0.00820568 0.0339595 0.128216 0.0288396 0.0256571 0.0145004
threshold=-0.085804999999999979 0.083715000000000026 0.086950000000000013 -0.084334999999999979 -0.085034999999999986 0.087440000000000004 -0.086714999999999987 -0.085134999999999975 0.087995000000000004 -0.014904999999999998 -0.0052149999999999992 0.056325000000000007 0.08814000000000001 0.10357500000000001 0.12034500000000002 -0.024714999999999997 0.51752500000000012 0.50959500000000013 0.0028200000000000005 -0.063184999999999977 -0.24955499999999997 1.0000000180025095e-35 0.13340000000000005 -0.057499999999999989 -0.081334999999999977 -0.080634999999999984 -0.078629999999999992 -0.093169999999999989 -0.08841499999999998 -0.081924999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -4 7 -5 9 -9 -11 16 -13 14 15 -14 17 18 20 -20 21 -8 23 -22 27 26 -26 -25 -28 -29
right_child=3 2 5 6 -6 -7 11 8 -10 10 -12 12 13 -15 -16 -17 -18 -19 19 -21 22 -23 -24 24 25 -27 28 29 -30 -31
leaf_value=0.0014581783208996058 0.0048422712297178806 -0.004328967032779474 -0.00044248485878014415 0.0030932125519029796 -0.0011495150049449876 0.0017915204181917943 0.0036496295868419116 -0.0035817971950746139 0.0027154686311925101 0.0014452341485373451 -0.0019815569034899059 -0.0028954192752922506 -0.00072035289167182617 -0.002082969343755394 -0.00084405580535531046 0.0021879349380138926 0.0016334555361633347 -0.0023700200812891131 0.0039111220300020203 -0.0014497796265641228 0.0021901483470130535 -0.0016663990099914372 -0.0017832652597765748 0.0039245834614848726 -0.0076328203215130751 -7.84884095904458e-05 -0.0014299223112175241 2.0581776691862536e-05 0.0031940276361031774 0.0017782925369160972
leaf_weight=30 20 32 39 28 20 24 25 20 21 33 23 34 21 20 30 33 24 20 21 20 21 20 21 20 28 1263 24 1113 24 49
leaf_count=30 20 32 39 28 20 24 25 20 21 33 23 34 21 20 30 33 24 20 21 20 21 20 21 20 28 1263 24 1113 24 49
internal_value=0 -0.000552336 -0.00118724 2.30447e-05 0.00184638 0.000408565 -1.62824e-06 0.000592926 -0.000128806 -0.000914724 3.78021e-05 -2.78802e-05 -0.000785151 -9.5256e-05 0.000378009 0.00105693 1.09254e-05 -3.66463e-06 1.42014e-05 0.00129605 -5.95034e-06 0.00128695 -2.86505e-05 -1.41553e-05 -3.25172e-05 -0.000202025 -0.00225501 0.000159506 0.000882053 9.47021e-05
internal_weight=0 125 95 2996 40 63 2956 125 97 76 56 2831 138 104 84 54 2693 2669 2649 41 2608 45 2563 2542 2521 1339 76 1182 48 1162
internal_count=3121 125 95 2996 40 63 2956 125 97 76 56 2831 138 104 84 54 2693 2669 2649 41 2608 45 2563 2542 2521 1339 76 1182 48 1162
is_linear=0
shrinkage=0.1


Tree=1010
num_leaves=31
num_cat=0
split_feature=376 46 0 150 3 151 43 456 1374 147 150 15 150 150 3 3 1210 133 157 1209 457 1373 52 52 1456 0 42 42 49 42
split_gain=0.00392336 0.00618496 0.00774799 0.00503138 0.0207794 0.0162696 0.0182522 0.013121 0.00935123 0.00819506 0.00990184 0.0468736 0.0114161 0.0111885 0.0091454 0.0204634 0.0392228 0.0475053 0.0289529 0.0201866 0.0168674 0.0187302 0.0147947 0.0232475 0.0143403 0.0588555 0.0143629 0.0138428 0.0200689 0.0246285
threshold=0.11690000000000002 0.10253500000000002 -0.26609999999999995 0.11188000000000002 0.12178000000000001 -0.08317999999999999 -0.04652499999999999 -0.085409999999999986 -0.096434999999999979 0.094075000000000006 0.10348 -0.026084999999999994 0.099590000000000026 0.092390000000000014 -0.082234999999999989 -0.083344999999999989 -0.083289999999999989 0.09389500000000002 -0.077234999999999984 -0.090889999999999985 -0.09521499999999998 0.084345000000000017 0.091820000000000013 0.008405000000000001 -0.089834999999999984 -0.085669999999999982 0.11603500000000001 0.10077000000000001 -0.011734999999999997 0.084835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -5 7 -7 -4 10 12 -12 13 14 15 24 -17 18 -18 -16 -21 -22 23 -20 25 -10 27 28 29 -26
right_child=-2 -3 3 4 -6 6 -8 -9 9 -11 11 -13 -14 -15 19 16 17 -19 22 20 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0018733364275910639 0.0012477065338753165 -0.001489581164579639 -0.0020448645900772965 0.0022629149083513767 0.0033266442827880383 0.002318305786466226 -0.0030761520899629789 -0.00092769821013930745 0.0020280978240242056 -0.0014793949924703492 -0.0019283781216169399 0.004606192088534084 -0.0023472572854232221 0.0017697655083611609 -0.0031322210946160816 0.0049664932750602027 0.0043731104433536536 -0.0039166265726089484 -0.00025383028874380721 0.0024827135409092689 -0.0001482484487125327 -0.003229242340125893 -0.0015420942595228554 0.0037641386908944699 -0.00025877642033041501 -0.0051326014955217639 -0.002223457919003872 0.0022728738064567251 0.00023472170530603473 -0.003934363083569154
leaf_weight=22 25 28 23 24 23 20 23 33 22 38 21 23 21 35 23 24 25 20 36 24 1470 20 25 24 61 24 26 30 882 26
leaf_count=22 25 28 23 24 23 20 23 33 22 38 21 23 21 35 23 24 25 20 36 24 1470 20 25 24 61 24 26 30 882 26
internal_value=0 -1.00751e-05 3.42752e-06 -1.00781e-05 0.00061645 -6.89465e-06 -0.000723677 0.000297209 -3.64424e-05 -2.05135e-05 -1.14334e-06 0.00148742 -2.43856e-05 -6.94541e-06 -2.94599e-05 0.000174366 0.00125221 0.000566495 0.00138161 -0.00019191 -0.000147242 -0.000189604 0.000501754 0.00135336 1.93817e-05 -0.00170792 9.68996e-05 0.000157289 9.17913e-05 -0.00135723
internal_weight=0 3096 3068 3046 123 100 76 53 2923 2900 2862 44 2818 2797 2762 1225 154 130 110 1537 1514 1490 85 60 1071 46 1025 999 969 87
internal_count=3121 3096 3068 3046 123 100 76 53 2923 2900 2862 44 2818 2797 2762 1225 154 130 110 1537 1514 1490 85 60 1071 46 1025 999 969 87
is_linear=0
shrinkage=0.1


Tree=1011
num_leaves=31
num_cat=0
split_feature=96 48 31 33 3 3 484 2 160 16 151 2 1 2 2 4 4 13 2 3 3 16 13 10 3 13 4 1426 4 3
split_gain=0.00384256 0.0129792 0.0103507 0.00669401 0.00668909 0.0363895 0.019511 0.0207934 0.0304024 0.0757925 0.0715332 0.0289794 0.0381336 0.0335429 0.0211391 0.0211179 0.0163733 0.0256304 0.0200731 0.0183946 0.0163118 0.0357205 0.0160938 0.0105098 0.0133801 0.0376324 0.0298948 0.00984006 0.0129594 0.0132055
threshold=0.083725000000000008 0.081805000000000017 -1.0000000180025095e-35 -0.012019999999999998 -0.0037349999999999996 1.0000000180025095e-35 -0.070054999999999992 0.092235000000000025 -0.016279999999999996 -0.095964999999999981 -0.00016499999999999997 0.10644500000000001 0.086920000000000011 0.11237500000000002 0.085855000000000015 -0.036839999999999991 0.50996500000000011 -0.11122999999999998 0.11548000000000001 0.12745000000000004 -0.0087149999999999988 -0.16075999999999999 -0.16152999999999998 -0.012054999999999998 -0.017889999999999996 -0.010094999999999998 0.065520000000000009 0.08542000000000001 -0.50690499999999983 -0.15713499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 20 -6 -7 8 14 -10 -11 12 -9 -13 -8 -14 18 -18 -15 -20 22 -22 -5 -24 27 26 -26 28 29 -25
right_child=1 -3 3 4 5 6 7 11 9 10 -12 13 15 16 -16 -17 17 -19 19 -21 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0020844889959941311 -0.00024188046726132079 0.0028029329331946515 -0.001699085802892628 -0.0026493944187203182 0.0037826993255795725 -0.0020393342582361875 -0.0023645189815554128 0.00092835331606693221 -0.0010383657696365846 0.00082230198136328371 0.0083488525369570452 0.0033933312416951538 -0.0016360713061186725 -0.0019683839063093598 0.0018614616221748295 -0.0058098593769087036 0.00055665654169085135 -0.0041687513870949091 0.0030611857961048376 0.00027771446038968864 0.0011750575205635118 -0.0040630237746518104 -0.0015790401935213952 4.9198231659829617e-05 -0.0029518455682721522 0.0048101584744555037 0.0024502853828016671 -0.0021581867711141798 5.1815598150453692e-05 -0.0032010900243185461
leaf_weight=24 42 21 23 23 29 38 29 32 36 23 28 33 27 28 20 22 24 22 32 92 23 30 41 25 21 22 20 21 2245 25
leaf_count=24 42 21 23 23 29 38 29 32 36 23 28 33 27 28 20 22 24 22 32 92 23 30 41 25 21 22 20 21 2245 25
internal_value=0 0.000773057 -1.59263e-05 4.36758e-07 1.34188e-05 0.000341549 0.000136213 0.000320746 0.00135263 0.00247471 0.00495453 -0.000129049 -0.00175659 0.000441645 -0.000639629 -0.00351002 -5.03023e-05 -0.00170332 0.000449953 0.00099603 -5.42844e-05 -0.00178989 -1.6631e-05 8.39115e-06 3.57492e-05 0.00147366 -0.00031666 -3.36494e-06 1.63524e-05 -0.00157595
internal_weight=0 63 3058 3034 3011 515 486 448 136 87 51 312 81 231 49 49 198 46 152 124 2496 53 2443 2420 2379 63 41 2316 2295 50
internal_count=3121 63 3058 3034 3011 515 486 448 136 87 51 312 81 231 49 49 198 46 152 124 2496 53 2443 2420 2379 63 41 2316 2295 50
is_linear=0
shrinkage=0.1


Tree=1012
num_leaves=31
num_cat=0
split_feature=52 399 8 14 0 1 0 0 2 47 13 9 9 10 124 43 147 1 15 4 16 43 150 4 2 151 0 2 4 2
split_gain=0.00376077 0.00481314 0.0043643 0.00532372 0.0157676 0.00998599 0.040314 0.0122092 0.00961808 0.0090588 0.00704346 0.0117645 0.00847511 0.00861069 0.0136581 0.00883481 0.00741676 0.00928467 0.00728173 0.0141818 0.0243028 0.0133262 0.0146511 0.0159027 0.0127689 0.0123059 0.0117878 0.00896351 0.0205182 0.0140113
threshold=0.63556000000000001 0.11450500000000001 0.099635000000000015 -0.36617499999999997 -0.0058249999999999994 0.14262000000000002 -0.026509999999999995 -0.12333499999999999 0.13622000000000004 0.13760500000000001 -0.52014499999999986 0.092235000000000011 0.087755000000000014 -0.0087699999999999983 -0.086844999999999992 -1.0000000180025095e-35 0.10271500000000001 0.13501500000000002 -0.52744999999999986 0.24564500000000003 -0.43320999999999993 -0.010739999999999998 0.11456000000000001 0.40473500000000007 -0.0091949999999999983 -0.016164999999999995 -0.23811499999999999 0.12992500000000004 0.08184000000000001 0.11824000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 9 7 -7 -1 10 -5 12 13 14 -12 -16 17 18 -15 24 21 25 23 -23 -20 -21 -26 29 -29 -28
right_child=-2 -3 -4 5 -6 6 -8 -9 -10 -11 11 -13 -14 16 15 -17 -18 -19 19 20 -22 22 -24 -25 26 -27 27 28 -30 -31
leaf_value=0.0012040493579468492 0.0013337147045170978 -0.0015553344797808678 0.0014734119013883173 -0.0014284198485048755 0.0030081502356789198 -0.0016224274369464678 -0.0050171140831662339 0.0014009144554352937 -0.0011755710113460997 0.0018933271763380618 0.0032101954649468621 0.0022513536493415417 -0.0019745581698688594 0.0016347032326918384 -0.00069597546715994142 0.0018720669904723763 0.0016150046062345309 -0.0017713011959717879 -0.0022844251419883222 -0.0011691173987596162 -0.0035862405399053263 -0.00060931612194205329 0.00073477009149349251 -0.0043774510110129736 0.0023924998539899076 0.0018769117149935886 1.9214352498390421e-05 0.0027401568374370001 -0.00071778695819375577 -0.001541481665493447
leaf_weight=33 21 20 20 35 23 22 20 34 35 25 21 23 22 26 37 21 27 31 24 21 29 24 23 21 21 36 2298 37 32 59
leaf_count=33 21 20 20 35 23 22 20 34 35 25 21 23 22 26 37 21 27 31 24 21 29 24 23 21 21 36 2298 37 32 59
internal_value=0 -9.03484e-06 1.00607e-06 -8.6175e-06 0.000744792 -3.17095e-05 -0.00116322 0.000213173 -2.07552e-05 -1.98447e-06 -1.85057e-05 -1.08703e-06 -1.95234e-05 -4.09627e-06 0.00102502 0.000233833 -3.41074e-05 -5.07092e-05 -3.05891e-05 -4.70834e-05 -0.000978143 -0.000373064 -0.00131839 -0.00236778 1.0943e-05 0.00075469 3.34558e-05 1.30354e-05 0.00113647 -1.98527e-05
internal_weight=0 3100 3080 3060 91 2969 76 56 68 2893 2868 2833 2810 2788 79 58 2709 2682 2651 2625 154 125 68 45 2471 57 2447 2426 69 2357
internal_count=3121 3100 3080 3060 91 2969 76 56 68 2893 2868 2833 2810 2788 79 58 2709 2682 2651 2625 154 125 68 45 2471 57 2447 2426 69 2357
is_linear=0
shrinkage=0.1


Tree=1013
num_leaves=31
num_cat=0
split_feature=131 1203 398 399 399 1209 1208 43 1211 1211 1212 15 1213 13 42 2 1213 1213 130 402 130 12 0 43 0 1213 403 403 1211 43
split_gain=0.00387237 0.00495215 0.00550338 0.017511 0.0077598 0.00492934 0.00678319 0.0320956 0.00528421 0.0149436 0.00765099 0.0149065 0.0101229 0.0229193 0.036657 0.0426006 0.0136645 0.0138651 0.0068585 0.0251935 0.0192533 0.0167522 0.0202979 0.0128906 0.0282926 0.00850214 0.00937331 0.0159672 0.00823501 0.0158023
threshold=0.13857500000000003 -0.093454999999999996 0.10071000000000001 0.091580000000000009 0.089505000000000015 0.14268500000000003 0.098655000000000007 -0.036954999999999995 0.12711000000000003 0.11789500000000001 0.11534000000000001 0.090615000000000015 0.087530000000000011 -0.087074999999999986 -0.088934999999999986 0.085625000000000021 0.085185000000000025 0.060985000000000004 0.087820000000000023 -0.025879999999999997 0.084685000000000024 0.092755000000000018 -0.07929499999999999 -0.052894999999999991 -0.079634999999999997 0.031805000000000007 -0.42113499999999993 -0.53255499999999989 0.085535000000000014 -0.00045499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -8 9 10 12 -12 16 -14 -15 -16 17 18 20 -20 25 22 -21 24 -23 26 27 -3 -28 -30
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 11 -13 13 14 15 -17 -18 -19 19 21 -22 23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0015780655226990349 -0.0012927615675953743 -0.00063792661660247386 -0.0011809509052023387 0.0022069375334669732 -0.0018414784698625624 0.0015670432182378136 -0.0036113922233478382 0.0014068452818319201 -0.0014357252772897481 0.0027483805536758156 -0.0033102377055911347 0.00046188315715302124 -0.0016989744355669246 -0.0015174757245087836 0.0065195077837890266 0.00087728559246897937 -0.0019466642982378188 0.0019919308541076525 -0.0039512062352150676 -0.00011749353681532842 0.0023281024232144573 -0.00081073062332428017 -0.003528753682397879 -0.00072571667911046573 0.0039227251553841476 -0.0018744213467774291 -4.0877168568109641e-05 0.0025603938183898257 0.0033118173402423659 -0.00056759458744809737
leaf_weight=20 23 27 39 36 23 20 26 25 25 20 20 22 24 23 23 32 36 35 20 53 36 23 26 34 28 24 2299 37 21 21
leaf_count=20 23 27 39 36 23 20 26 25 25 20 20 22 24 23 23 32 36 35 20 53 36 23 26 34 28 24 2299 37 21 21
internal_value=0 9.59765e-06 -5.93821e-07 1.45539e-05 -1.17284e-05 2.39381e-06 -8.17814e-06 -0.00115147 1.18659e-05 2.44143e-05 5.39221e-06 -0.00133436 2.53319e-05 0.00100338 0.00183487 0.00323676 -1.13448e-05 1.46133e-05 -1.15121e-05 -0.000600455 3.24496e-05 -0.000191827 -0.00124019 0.000782531 0.00178803 -1.5741e-06 1.71154e-05 0.0012111 -1.55267e-05 0.00137211
internal_weight=0 3098 3078 3039 3003 2980 2960 51 2909 2884 2864 42 2822 102 78 55 2720 2684 2649 184 2465 164 79 85 51 2429 2405 64 2341 42
internal_count=3121 3098 3078 3039 3003 2980 2960 51 2909 2884 2864 42 2822 102 78 55 2720 2684 2649 184 2465 164 79 85 51 2429 2405 64 2341 42
is_linear=0
shrinkage=0.1


Tree=1014
num_leaves=31
num_cat=0
split_feature=456 1374 1348 457 49 447 153 1366 49 49 150 48 1 48 48 402 52 40 2 43 16 151 48 49 483 2 160 2 1371 0
split_gain=0.0036396 0.00565745 0.00585928 0.00492948 0.00933756 0.00759352 0.00676524 0.00549341 0.00920043 0.00632079 0.00697798 0.00618422 0.0121533 0.0119585 0.0277928 0.0174211 0.0254057 0.0172117 0.015501 0.0147378 0.0258489 0.0256231 0.0159699 0.021079 0.0186053 0.0181021 0.0141075 0.012039 0.0117926 0.0113269
threshold=0.11493000000000002 -0.24323499999999995 -1.0000000180025095e-35 0.10487 -0.052259999999999994 0.090660000000000018 0.086100000000000024 -0.079979999999999982 -0.0060549999999999988 0.27293500000000009 -0.14718999999999996 0.11951500000000001 0.12337000000000002 0.083685000000000009 0.084855000000000014 0.09277500000000001 0.31359500000000001 -0.085774999999999976 0.116525 -0.082064999999999985 -0.010699999999999999 -0.08688499999999999 0.089575000000000016 0.10247500000000002 0.086310000000000012 0.098035000000000011 0.083670000000000008 0.087245000000000003 0.083235000000000017 -0.23051499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 8 -4 11 -11 13 -13 28 -15 16 17 -16 19 20 -19 -21 26 24 25 -24 -23 -22 29 -9
right_child=-2 2 3 4 -6 -7 -8 9 -10 10 -12 12 -14 14 15 -17 -18 18 -20 21 27 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014775825682311105 -0.0013446697765903083 -0.0015601254611586532 -0.00036262321189734279 0.00045365820017953713 -0.0024943581290162086 0.0015096754710505005 -0.0017403965519571848 0.0018680893528896074 0.002408722546650097 1.6071888334725213e-05 -0.0025051887163759345 -0.0024802592741566356 0.00010257692632208371 0.0041780688677681612 -0.0019589300264280093 0.0032318887358997019 -0.0029447220440488309 0.0035689866183591743 0.0026791607890503878 -0.0028535916646621352 0.0013705728588891881 0.00047314733323030949 -0.0035091421988909135 0.002428303784488336 0.0015721928862727841 -0.00026116763442956116 0.0039254489447921514 -0.0014702208980452271 0.0023177274556863787 -8.7545535942643214e-05
leaf_weight=26 20 24 23 21 22 34 22 30 25 23 21 29 49 20 28 20 24 35 33 29 35 29 32 23 22 37 20 26 21 2318
leaf_count=26 20 24 23 21 22 34 22 30 25 23 21 29 49 20 28 20 24 35 33 29 35 29 32 23 22 37 20 26 21 2318
internal_value=0 8.67249e-06 -3.74756e-06 8.49533e-06 -0.00105463 2.36929e-05 6.70456e-06 1.9725e-05 0.00108079 2.18676e-06 -0.00118726 2.04859e-05 -0.000857708 4.51082e-05 0.000541662 0.000356603 0.000202433 0.000418856 0.000626264 0.000391036 0.0014027 -0.000114794 0.000372477 -0.000276461 -0.000960083 -0.00176747 0.00188225 0.000159743 -4.14587e-05 -6.25587e-05
internal_weight=0 3101 3075 3051 43 3008 2974 2952 48 2904 44 2860 78 2782 413 393 373 349 321 288 96 192 163 114 91 69 49 61 2369 2348
internal_count=3121 3101 3075 3051 43 3008 2974 2952 48 2904 44 2860 78 2782 413 393 373 349 321 288 96 192 163 114 91 69 49 61 2369 2348
is_linear=0
shrinkage=0.1


Tree=1015
num_leaves=31
num_cat=0
split_feature=1208 1209 2 1208 401 13 401 401 12 4 1 1 13 402 13 49 133 51 3 133 133 12 160 16 403 2 151 43 12 13
split_gain=0.00374845 0.0211408 0.0202282 0.00488615 0.00441458 0.00790313 0.00752559 0.00598217 0.00467475 0.0163303 0.0384153 0.0198066 0.0169935 0.0333881 0.028711 0.0208661 0.0204691 0.025751 0.0170961 0.0156582 0.0271585 0.0148239 0.0227273 0.0465214 0.0157887 0.0179583 0.0147151 0.02574 0.0146161 0.018926
threshold=0.099975000000000008 -0.094304999999999986 0.088745000000000004 1.0000000180025095e-35 0.11916500000000001 -0.016469999999999995 0.11186000000000001 0.10910000000000002 0.085955000000000018 0.51164000000000009 0.13743000000000002 0.12500000000000003 -0.081829999999999986 -0.0063199999999999992 -0.081029999999999977 -0.088694999999999982 0.09635500000000001 -0.083899999999999988 -0.071799999999999989 0.11524500000000001 0.10622000000000002 0.08493500000000001 -0.089549999999999991 -0.008069999999999999 -0.0051499999999999992 0.084885000000000002 -0.083559999999999982 -0.08756499999999999 0.086420000000000011 -0.078704999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -6 7 8 19 10 11 12 13 -10 -14 -16 17 -15 26 20 21 -3 -23 24 -24 -26 -19 -28 -17 -30
right_child=2 3 -4 -5 5 -7 -8 -9 9 -11 -12 -13 14 16 15 28 -18 18 -20 -21 -22 22 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.0030362018525762406 0.0028385912507979411 -1.696329578781166e-05 -0.00076127272048914763 0.0014590413785418091 -0.0019680277987693747 0.00056135446010600963 0.0014910259284079076 -0.0017288999818265438 0.0044585299059690447 0.0029607305419631306 -0.0038035926315933468 0.0027366773546512787 -0.0029565126518718899 0.0035791843198239807 -0.0028059583394609107 -0.0022367791634880833 0.0027070373345244054 0.0026234368530466505 -0.0023507799945193635 -0.0021073756706662095 0.0029519606253196455 0.0011801803888588707 -0.0021216725766960835 -0.0052219235237912637 0.0029111167183145884 -0.0010424078502519816 -0.0030638307111803442 0.00031847675295688938 0.0018597449783740911 1.6531474563647888e-05
leaf_weight=23 27 1092 37 23 30 21 34 20 22 20 25 29 34 21 26 27 36 23 29 39 29 34 37 29 20 27 25 225 59 998
leaf_count=23 27 1092 37 23 30 21 34 20 22 20 25 29 34 21 26 27 36 23 29 39 29 34 37 29 20 27 25 225 59 998
internal_value=0 -1.5857e-05 0.00075742 7.03947e-06 -4.05188e-06 -0.000926517 1.1842e-05 -5.3461e-06 6.51593e-06 0.000121185 8.52182e-05 0.00014778 9.85481e-05 0.000676986 -9.40962e-05 -6.41855e-06 0.000445248 0.00019316 -4.22916e-05 -0.000133771 -7.30688e-05 -0.000143873 -0.00108663 -0.00176868 -0.000576483 0.000639943 0.000202932 -1.9754e-05 6.07291e-05 0.000119417
internal_weight=0 3057 64 3034 3011 51 2960 2926 2906 1599 1579 1554 1525 381 1144 1110 359 323 302 1307 1268 1239 147 113 84 47 273 250 1084 1057
internal_count=3121 3057 64 3034 3011 51 2960 2926 2906 1599 1579 1554 1525 381 1144 1110 359 323 302 1307 1268 1239 147 113 84 47 273 250 1084 1057
is_linear=0
shrinkage=0.1


Tree=1016
num_leaves=31
num_cat=0
split_feature=402 402 1212 1211 1212 402 1212 43 402 1212 1211 129 12 43 12 394 393 400 394 11 472 155 155 16 133 42 2 16 16 474
split_gain=0.00374084 0.00576224 0.00433603 0.0116299 0.00726701 0.00641187 0.0275998 0.00940353 0.00727888 0.00608429 0.00630175 0.0066388 0.0143902 0.0212502 0.00990625 0.00918714 0.00710259 0.0181116 0.00897251 0.00795361 0.00722823 0.0127242 0.00730741 0.00982628 0.0174879 0.0265217 0.0303708 0.0167601 0.0086295 0.0208083
threshold=0.27918000000000004 0.13924000000000003 0.14135500000000004 0.11986000000000001 0.11930500000000001 0.11174500000000002 -0.040879999999999993 -0.0051099999999999991 0.10668000000000001 0.10761500000000002 0.09993500000000001 0.097955000000000014 0.10266500000000002 -0.012164999999999999 0.086420000000000011 -0.16013499999999997 0.10358500000000001 -0.082934999999999995 -0.093064999999999981 0.10458500000000001 -0.38234499999999999 0.14039500000000002 0.11562500000000002 0.51222500000000004 0.090665000000000009 -0.018024999999999996 0.10060500000000001 0.41370500000000004 0.38525000000000004 0.037915000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 -7 9 10 11 15 13 -13 -15 -1 18 -18 -17 20 -20 22 23 27 25 -25 -27 28 -22 -30
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 12 -14 14 -16 16 17 -19 19 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0020155220009062604 0.0011112879269057885 -0.00149321715401199 0.0014693949650973082 -0.0020008709659029185 0.0017444682744098827 0.0022562030787495048 -0.0029392416391702783 -0.00066760719419107779 0.0014347980793293878 0.0013973706370668353 -0.0014065977447899058 0.0035089314340673869 -0.0011977253339460327 -0.0015516738651785999 0.0014086006522680133 -0.0020900059962600825 0.0035096409119432792 -0.00032646592039782264 -0.0018373946384103461 0.0016927542509856048 -6.0984448685026705e-05 0.002142383330674083 -0.0014350582061672106 -0.002187262388781227 0.0033642778294565886 -0.00060336916980429983 0.0042057012343623993 -0.0022989116604466373 0.0027970809434704922 -0.00088417115558903395
leaf_weight=23 30 26 20 29 24 22 36 22 36 31 32 31 27 20 26 21 20 32 22 27 2300 27 37 29 23 29 24 33 34 28
leaf_count=23 30 26 20 29 24 22 36 22 36 31 32 31 27 20 26 21 20 32 22 27 2300 27 37 29 23 29 24 33 34 28
internal_value=0 -1.07857e-05 1.78956e-06 -7.84988e-06 1.13138e-05 -2.58852e-06 -0.000885795 0.000794298 2.16754e-05 3.98679e-06 -1.1196e-05 4.67779e-06 0.000788735 0.00148529 0.000121525 -2.54226e-05 -8.38153e-06 0.00114896 -3.12296e-05 -1.46837e-05 -3.25108e-05 -1.70243e-05 -4.00058e-05 -1.9359e-05 0.000927494 0.000244006 0.00157432 -6.08703e-05 -2.96021e-05 0.00113458
internal_weight=0 3091 3065 3045 3016 2992 80 44 2912 2876 2845 2813 104 77 46 2709 2686 52 2634 2613 2586 2564 2537 2500 105 82 53 2395 2362 62
internal_count=3121 3091 3065 3045 3016 2992 80 44 2912 2876 2845 2813 104 77 46 2709 2686 52 2634 2613 2586 2564 2537 2500 105 82 53 2395 2362 62
is_linear=0
shrinkage=0.1


Tree=1017
num_leaves=31
num_cat=0
split_feature=30 9 96 34 11 120 148 482 1455 43 3 482 2 482 4 10 4 8 150 150 13 150 15 150 1 1 1 1446 16 0
split_gain=0.00340112 0.0115872 0.00660321 0.00940629 0.00767908 0.00418714 0.00854053 0.00488687 0.0203657 0.0168367 0.0308856 0.0157368 0.00909047 0.00837346 0.0149038 0.0119784 0.0162043 0.00898612 0.00907983 0.00773535 0.0240247 0.0114148 0.0206366 0.01207 0.0112314 0.0255927 0.0257271 0.0232046 0.0206459 0.0286987
threshold=0.096890000000000018 -0.090799999999999978 0.083725000000000008 -0.085644999999999985 -0.011194999999999998 0.093680000000000013 -0.12993999999999997 0.095340000000000022 -0.08045999999999999 -0.050459999999999998 -0.073884999999999992 0.089605000000000018 0.089005000000000015 0.085875000000000021 0.51608000000000009 -0.015579999999999998 -0.0035949999999999997 0.08573500000000002 0.12965000000000002 0.10921500000000002 -0.066634999999999986 0.10348 -0.015744999999999999 0.099590000000000026 0.107145 0.10337500000000001 0.10471500000000002 -0.09143999999999998 0.6352000000000001 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 11 -9 10 12 13 -10 14 15 16 -8 18 19 21 -21 23 -23 24 25 27 -27 -17 29 -26
right_child=-2 2 -4 4 5 -7 7 8 9 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 20 -22 22 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.0022967290514233438 0.0010971724479791843 -0.0018023184275832672 0.0013164821422929221 0.001912894498534678 0.0020136328935179684 -0.0013805605894462629 0.00034935354170474139 -0.0014542778404170854 0.0021371791572164511 -0.00051260987882304832 0.0055306235904572535 -0.0027024151365780697 -0.00071176625788211829 0.0017351461475266627 -0.0023298723816489136 -0.0034005823661573233 -0.00340795882511884 0.0018316134275799549 0.0016723239670909608 0.00060650630649633529 -0.0029887390158632224 0.0039544175751507283 -0.00058833081333432347 -0.0022514852452635145 0.00066804345029346354 -0.0042203985933908904 -0.00043288090642779438 2.1804697606920055e-05 0.0034630352388257571 -0.0029580547319104276
leaf_weight=22 28 29 38 21 21 22 22 36 24 33 20 22 21 27 28 20 24 27 32 41 34 20 20 24 241 29 47 2101 23 24
leaf_count=22 28 29 38 21 21 22 22 36 24 33 20 22 21 27 28 20 24 27 32 41 34 20 20 24 241 29 47 2101 23 24
internal_value=0 -9.93237e-06 6.44976e-06 -9.96344e-06 7.33959e-06 -6.07531e-06 4.13701e-06 -1.02165e-05 0.000579758 0.00132695 0.00226089 -3.83907e-05 0.000807671 -1.73387e-05 -3.45013e-05 -1.09504e-05 -0.00161098 1.64822e-05 -1.96984e-06 -2.23881e-05 -0.00102334 7.06321e-06 0.00168304 -1.96563e-05 1.8986e-06 -7.50737e-05 -0.00187812 -1.04668e-05 0.00058908 0.000339642
internal_weight=0 3093 3071 3033 3004 2983 2961 2940 134 98 65 2806 45 2784 2757 2729 46 2683 2656 2624 75 2549 40 2509 2485 2197 76 2121 288 265
internal_count=3121 3093 3071 3033 3004 2983 2961 2940 134 98 65 2806 45 2784 2757 2729 46 2683 2656 2624 75 2549 40 2509 2485 2197 76 2121 288 265
is_linear=0
shrinkage=0.1


Tree=1018
num_leaves=31
num_cat=0
split_feature=367 12 10 10 1 2 38 46 0 2 2 3 129 14 9 394 3 13 9 1204 2 403 403 159 1209 16 133 12 158 42
split_gain=0.00353076 0.00899553 0.00578532 0.0111154 0.00795933 0.00590389 0.0056196 0.00788616 0.00807789 0.00621258 0.0429807 0.0284304 0.0204806 0.0229933 0.0232763 0.0224027 0.0181103 0.0327219 0.0387972 0.0165195 0.0163435 0.0229884 0.0472561 0.0186379 0.0138258 0.0256562 0.0113352 0.0111378 0.0176179 0.0155866
threshold=-0.0098099999999999975 0.23631000000000002 -0.15926999999999997 -0.089679999999999982 0.13686500000000004 0.16394500000000004 0.10777500000000002 0.10253500000000002 -0.26609999999999995 0.083935000000000023 0.084055000000000005 0.084940000000000015 0.085395000000000013 0.078320000000000015 0.092235000000000011 -0.064889999999999989 -0.014944999999999998 -0.016469999999999995 -0.013509999999999999 0.057120000000000011 0.083715000000000026 -0.53960999999999981 -0.45015499999999992 0.11389500000000001 -0.084519999999999984 -0.08453999999999999 -0.54084999999999994 0.096645000000000009 0.086925000000000016 0.096235000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 8 -5 11 -11 12 13 14 16 -14 20 -18 -19 24 21 -10 -23 27 25 -12 -26 28 29 -24
right_child=1 -3 3 5 -6 -7 -8 -9 9 10 19 -13 15 -15 -16 -17 17 18 -20 -21 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00097105502893493796 -0.00043549374148080299 -0.0020265224368565464 -0.0022551208946176549 0.0019003795205869457 0.0020353699772385882 0.0015630178939318286 0.0016588293167296799 -0.0018675445027284973 0.0029317282534276068 0.004466644168662077 0.00074383782688528302 -0.0029628267719385192 -0.00010158681590110063 -0.003234446458518505 0.0026259744849963245 0.0043288838628324725 0.00049946230437074388 -0.00057300582993775613 -0.0068017417984083299 -0.0027674101182215273 -0.002407217679288367 -0.0045492258854210382 4.7952676651731568e-06 -0.002345325778393696 0.0023463228082453661 -0.0043213569978252054 6.370919722016565e-05 -0.00072349150939429599 0.0024996949709020556 0.0019876594458603197
leaf_weight=37 22 22 22 22 32 24 20 23 26 22 20 37 25 25 29 21 35 20 20 21 29 23 333 30 22 20 1955 101 38 45
leaf_count=37 22 22 22 22 32 24 20 23 26 22 20 37 25 25 29 21 35 20 20 21 29 23 333 30 22 20 1955 101 38 45
internal_value=0 -1.16501e-05 2.82641e-06 -1.55906e-05 0.00102872 9.09627e-07 -1.17476e-05 -2.31043e-05 -8.5712e-06 -2.30679e-05 7.02771e-05 -0.000252806 -0.000127467 -0.000252441 -0.000150178 0.00192102 -0.00026519 -0.00173352 -0.00368737 2.28187e-05 -8.89905e-05 2.38091e-05 -0.000108833 7.78748e-05 5.18692e-05 -0.00178876 8.91101e-05 0.000218486 0.000447187 0.000240851
internal_weight=0 3084 3062 3008 54 2986 2962 2942 2919 2897 2060 837 800 754 729 46 700 75 40 2038 625 596 570 547 2017 40 1977 517 416 378
internal_count=3121 3084 3062 3008 54 2986 2962 2942 2919 2897 2060 837 800 754 729 46 700 75 40 2038 625 596 570 547 2017 40 1977 517 416 378
is_linear=0
shrinkage=0.1


Tree=1019
num_leaves=31
num_cat=0
split_feature=33 3 9 0 1 1429 2 0 2 4 1 390 0 3 52 4 16 2 42 1426 1425 160 1212 1455 160 484 1371 133 133 159
split_gain=0.00381901 0.0168724 0.00710241 0.00582508 0.0234376 0.0229837 0.0252716 0.0197187 0.0248513 0.0180678 0.0130681 0.0104504 0.0101778 0.0317936 0.0410089 0.0127668 0.00975062 0.00845343 0.00809332 0.00719386 0.00822885 0.00675877 0.0201814 0.0240133 0.0192823 0.0427035 0.0304003 0.0163965 0.0181306 0.0167978
threshold=1.0000000180025095e-35 -0.0063699999999999989 -0.085744999999999988 0.047850000000000011 0.10752500000000002 -0.026244999999999997 0.095195000000000016 0.12358500000000001 0.11093500000000002 -0.50262499999999988 1.0000000180025095e-35 0.087590000000000015 1.0000000180025095e-35 -0.13309499999999996 -1.0000000180025095e-35 -0.17966999999999997 0.064860000000000015 0.11093500000000002 -0.012324999999999997 0.08542000000000001 0.082985000000000017 -0.089549999999999991 0.087685000000000013 -0.092919999999999989 -0.085579999999999976 0.085790000000000019 0.083235000000000017 0.099660000000000012 0.09112000000000002 0.11084000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 11 5 -5 10 -8 9 -9 -7 12 15 -14 -15 16 -4 -6 -13 20 21 22 23 -17 25 -23 -26 28 29 -25
right_child=1 -3 3 4 17 6 7 8 -10 -11 -12 18 13 14 -16 19 -18 -19 -20 -21 -22 24 -24 27 26 -27 -28 -29 -30 -31
leaf_value=-0.0013564837905458915 -0.00069858501742333734 0.0026497692546669257 0.0032766643840295728 -0.0026403069886977654 0.0012212054449429906 0.00082759113516658552 -0.0022611802550298828 -0.00034864757210016249 -0.0024313816928770394 0.0032392921682912858 0.0044425807171501221 0.0027285686791098367 0.0012712884996047555 4.6813256366559391e-05 -0.0061312480995963725 0.0036052088465784553 0.00036347844762969072 0.0040261851102557219 4.0412924828983495e-05 -0.0018603714987296951 0.0017986691833357328 0.00028236125235707731 -0.0025779236766064299 0.00048169130996845115 -0.00012304243573522938 -0.0055210712055365242 0.0037943152105435734 -0.0016373911581467838 0.0029406454264452415 -0.0024471634932394541
leaf_weight=39 34 27 20 28 22 20 35 25 20 32 20 24 30 22 21 23 27 21 21 22 24 32 23 290 2089 21 20 40 28 21
leaf_count=39 34 27 20 28 22 20 35 25 20 32 20 24 30 22 21 23 27 21 21 22 24 32 23 290 2089 21 20 40 28 21
internal_value=0 0.000783473 -1.56183e-05 1.69181e-06 0.000493558 -7.51634e-06 0.000477471 -0.000293105 0.000601474 0.00166563 0.00263509 -3.75098e-05 -6.22182e-05 -0.00122723 -0.00297038 -3.04848e-05 0.00160313 0.00259108 0.0014741 -5.96454e-05 -4.44727e-05 -6.15718e-05 0.000302988 0.000467817 -0.000133236 -0.00201711 -8.58935e-05 0.000277421 0.000503357 0.000283923
internal_weight=0 61 3060 3021 223 180 152 112 77 57 40 2798 2753 73 43 2680 47 43 45 2633 2611 2587 425 402 2162 53 2109 379 339 311
internal_count=3121 61 3060 3021 223 180 152 112 77 57 40 2798 2753 73 43 2680 47 43 45 2633 2611 2587 425 402 2162 53 2109 379 339 311
is_linear=0
shrinkage=0.1


Tree=1020
num_leaves=31
num_cat=0
split_feature=1210 1210 1210 43 1209 1203 1201 403 399 1204 132 13 132 128 40 13 124 124 376 30 9 46 9 1 483 51 1453 42 43 133
split_gain=0.00389115 0.00533828 0.00915319 0.00846673 0.00413589 0.00610346 0.0060012 0.00956606 0.00790341 0.00719274 0.00741472 0.0244356 0.00975613 0.00593707 0.00934097 0.0205934 0.00630488 0.007163 0.00801072 0.00763618 0.00810784 0.00707533 0.00865052 0.0127418 0.00683084 0.0255435 0.0165257 0.0373209 0.0153496 0.0196327
threshold=-0.42132499999999995 -0.091799999999999979 -0.083289999999999989 -0.0090299999999999981 -0.084629999999999997 0.10749000000000002 -0.024474999999999997 -0.064024999999999985 0.10788500000000002 0.057120000000000011 -0.41127499999999995 0.056795000000000005 -0.25392999999999993 0.11976500000000002 0.10214500000000001 -0.059629999999999996 0.14970500000000003 0.091025000000000009 0.11357500000000002 0.088655000000000012 -0.082359999999999989 0.10253500000000002 -0.085744999999999988 0.15799000000000005 -0.070084999999999981 0.035765000000000012 -0.076539999999999983 0.087405000000000024 -0.077824999999999991 0.087575000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -4 6 7 -6 9 10 11 -8 -12 14 16 -16 17 18 19 21 -21 22 -14 24 25 28 27 -26 29 -24
right_child=1 2 4 -5 5 -7 8 -9 -10 -11 12 -13 13 -15 15 -17 -18 -19 -20 20 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.001242574527859688 3.3574562300654017e-05 0.0017174886329279792 0.0011036830418037645 -0.0024506553516561247 0.00029497917585104006 0.0015662489337652614 -0.0013078648575835608 -0.0027979262825101616 0.0016847308634573386 -0.0019239852018654348 -0.0022431845497339962 0.0031456795767488598 -0.0016950353664616424 0.0016484311637690382 0.00044502569129690529 -0.0038600931069231593 0.0017102674448064396 -0.0017140180524438621 0.0018869025492511519 0.0026973495033438496 -0.00011597576201893389 -0.0017594777193153277 -0.00025565248892680571 0.002328634448349476 -0.0051505523500964051 0.0033343472152150104 -4.5998120035774298e-05 0.00095852941507473593 -0.0010373056151729543 0.0029599077188439907
leaf_weight=25 34 31 33 23 20 24 22 20 27 20 20 28 31 21 25 20 21 25 22 21 20 24 49 23 20 28 2323 20 70 31
leaf_count=25 34 31 33 23 20 24 22 20 27 20 20 28 31 21 25 20 21 25 22 21 20 24 49 23 20 28 2323 20 70 31
internal_value=0 -1.00337e-05 7.94971e-06 -0.000968834 -9.66854e-06 -2.20183e-05 -3.49354e-05 -0.00125147 -1.8219e-05 -3.4162e-05 -2.09649e-05 0.00118612 -4.24128e-05 -2.66592e-05 -3.93447e-05 -0.00146836 -1.57723e-05 -2.91623e-05 -1.34571e-05 -2.91743e-05 0.001325 -5.03736e-05 -3.45669e-05 -1.4491e-05 -3.57e-05 0.000561688 -8.07e-05 -0.00209601 4.41252e-05 0.000990377
internal_weight=0 3096 3039 57 3008 2975 2951 40 2911 2884 2864 50 2814 2794 2773 45 2728 2707 2682 2660 41 2619 2595 2564 2541 178 2363 40 150 80
internal_count=3121 3096 3039 57 3008 2975 2951 40 2911 2884 2864 50 2814 2794 2773 45 2728 2707 2682 2660 41 2619 2595 2564 2541 178 2363 40 150 80
is_linear=0
shrinkage=0.1


Tree=1021
num_leaves=31
num_cat=0
split_feature=1208 1208 1210 16 1209 1209 3 3 483 12 12 472 12 2 1 48 2 1 52 12 3 15 13 12 12 3 0 0 402 16
split_gain=0.00361265 0.0191547 0.0182387 0.0117296 0.00431848 0.00464997 0.00430963 0.0205125 0.0110421 0.0109786 0.0157895 0.015061 0.0270362 0.0160041 0.0316671 0.0191689 0.0236991 0.0351852 0.0231013 0.0134931 0.0181908 0.0113962 0.0111253 0.00833021 0.0232149 0.00815197 0.0205372 0.0134144 0.0228778 0.0154003
threshold=0.099975000000000008 0.086590000000000014 -0.00046999999999999993 -0.074319999999999983 -0.093169999999999989 -0.085894999999999985 -0.094299999999999981 -0.096099999999999977 -0.095084999999999989 0.10711000000000002 0.10016000000000001 -0.0062899999999999996 0.095110000000000014 0.11548000000000001 0.117245 0.090390000000000012 0.09678500000000001 0.10124500000000002 0.085540000000000019 0.11351500000000002 -0.13309499999999996 0.082685000000000022 0.090705000000000008 0.086095000000000019 0.089005000000000015 -0.088784999999999989 -0.07929499999999999 -0.083804999999999977 -0.06482499999999998 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 -1 -6 7 8 -7 10 11 12 -10 15 -15 16 18 -18 21 -11 -21 23 -20 -13 -25 26 27 29 -29 -8
right_child=2 -3 3 -5 5 6 25 -9 9 19 -12 13 -14 14 -16 -17 17 -19 22 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0014698387193493546 0.0030760661259674553 -0.0030253207388644416 -0.0020715918180278757 0.001274513630050933 -0.0013109038497700735 -0.0022040599188767377 -0.0034999427787261086 0.0025695542310131716 0.00085697337635792792 -0.0024278462146564081 0.0020673207296058537 0.001695295309593134 -0.0040464990962804717 -0.0042612708773231136 0.0013660792811424471 -0.001521959500935148 0.0049318607967121135 0.00024013884305473297 -0.0023533710805349987 0.0021150725922780113 -0.0019150397812371098 0.0026610219416938522 0.00055805283010981624 -0.0028910100396024063 0.0017674077342709771 2.8180735133493782e-07 -0.0029584715541480394 -0.0014951353856863885 0.0022968421908799649 -0.00017608124737465835
leaf_weight=20 22 21 22 20 27 20 20 36 23 33 50 34 22 20 20 34 33 31 35 24 21 37 21 20 23 2286 33 26 41 46
leaf_count=20 22 21 22 20 27 20 20 36 23 33 50 34 22 20 20 34 33 31 35 24 21 37 21 20 23 2286 33 26 41 46
internal_value=0 -1.55671e-05 0.000743574 -0.000478208 5.25133e-06 -4.46079e-06 7.34047e-06 0.000263925 9.82508e-05 0.000193981 0.000404163 0.000168589 -0.00154028 0.000418261 -0.0014476 0.000696747 0.00101912 0.00265931 0.000401642 -0.000891962 0.000234353 0.00121867 -0.00126159 0.000525587 -0.000399298 -4.88527e-05 -0.000725489 -0.00017144 0.000825329 -0.00118331
internal_weight=0 3057 64 42 3036 3016 2989 537 501 481 403 353 45 308 40 268 234 64 170 78 45 114 56 77 43 2452 166 133 67 66
internal_count=3121 3057 64 42 3036 3016 2989 537 501 481 403 353 45 308 40 268 234 64 170 78 45 114 56 77 43 2452 166 133 67 66
is_linear=0
shrinkage=0.1


Tree=1022
num_leaves=31
num_cat=0
split_feature=472 156 155 156 155 155 30 9 96 34 11 38 1 16 1454 481 12 1454 158 159 51 152 50 16 16 12 16 2 0 157
split_gain=0.00398497 0.00500341 0.00685929 0.00720283 0.00622793 0.00668033 0.00467226 0.00818484 0.00585681 0.00692694 0.00666416 0.00621416 0.0145304 0.00687918 0.00556847 0.0196797 0.00968584 0.0118001 0.00820751 0.00707245 0.00691991 0.0123887 0.00777274 0.0101566 0.0119531 0.0205823 0.00890355 0.0270299 0.0311964 0.0181447
threshold=-0.39904999999999996 0.14283000000000004 0.12509500000000004 0.11969000000000002 0.11023000000000001 0.104145 0.096890000000000018 -0.090799999999999978 0.083725000000000008 -0.085644999999999985 -0.011194999999999998 0.084835000000000008 0.10727500000000002 -0.56967999999999985 0.095590000000000022 -0.059779999999999993 0.089735000000000023 0.10642000000000001 0.13634500000000002 0.13642500000000002 -0.43587999999999999 0.083250000000000018 -0.23771499999999998 0.5136400000000001 0.38525000000000004 0.091930000000000012 0.19444000000000003 0.097845000000000015 -0.069444999999999993 -0.06457499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 -9 -11 13 -13 -12 18 -16 17 -17 19 20 -15 22 -22 24 26 -26 -24 29 -29 -28
right_child=1 -3 -4 -5 -6 -7 -8 8 -10 10 11 12 -14 14 15 16 -18 -19 -20 -21 21 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.0013728930991852568 -0.0019276741341772406 -0.0013166540073519895 0.0015337112680848305 -0.0015280608752472025 0.0016804294015111574 -0.001604206534214497 0.0013403687525379402 -0.0015455717034738286 0.0012417785411296218 0.0018267649563495072 0.0018174689817464071 -0.0026676180806976778 0.00083964116361346991 0.0013488113498076415 -0.0035394283884670587 -0.00073324860581620171 -0.0016279198634235757 0.0025420166477984328 0.0017943672907467071 -0.0014926287255460217 0.0018186828693918262 -0.0023037502349799745 4.6339818360301255e-05 -0.001681125537891473 -0.00092002826279156133 0.0032214618105596555 0.0024632267692747218 0.00044644025940215214 -0.0046522869875965022 -0.00084433120629360332
leaf_weight=21 22 29 29 31 22 26 26 29 38 20 21 27 21 39 20 22 23 22 26 31 24 23 2324 35 20 30 27 20 30 43
leaf_count=21 22 29 29 31 22 26 26 29 38 20 21 27 21 39 20 22 23 22 26 31 24 23 2324 35 20 30 27 20 30 43
internal_value=0 -9.30024e-06 3.04533e-06 -1.15468e-05 4.06658e-06 -8.27199e-06 5.73216e-06 -6.0828e-06 8.41978e-06 -7.87068e-06 7.78709e-06 -5.07697e-06 -0.00113319 1.44013e-05 6.77317e-07 -0.000786642 3.50857e-05 0.000904384 2.63123e-05 8.93915e-06 2.67398e-05 6.72393e-06 2.7539e-05 1.05412e-05 3.42815e-05 0.00156487 2.96842e-06 -0.000836991 -0.0026128 0.000431441
internal_weight=0 3100 3071 3042 3011 2989 2963 2937 2915 2877 2848 2828 48 2780 2759 87 67 44 2672 2646 2615 2576 2553 2529 2494 50 2444 120 50 70
internal_count=3121 3100 3071 3042 3011 2989 2963 2937 2915 2877 2848 2828 48 2780 2759 87 67 44 2672 2646 2615 2576 2553 2529 2494 50 2444 120 50 70
is_linear=0
shrinkage=0.1


Tree=1023
num_leaves=31
num_cat=0
split_feature=43 43 2 16 12 4 16 15 133 52 12 43 133 15 49 403 12 43 43 0 42 42 1371 151 43 34 9 151 151 48
split_gain=0.00349801 0.0218413 0.0281776 0.0132466 0.026946 0.0618982 0.0253631 0.0377669 0.0233551 0.0222739 0.0224057 0.0145392 0.0141155 0.0337329 0.0231238 0.0134498 0.0127951 0.0103463 0.0387672 0.0308723 0.0351915 0.0236222 0.0125009 0.0112468 0.00999362 0.0107347 0.0162421 0.0111827 0.0152857 0.0171434
threshold=-0.088704999999999992 -0.090869999999999992 0.090175000000000019 -0.077074999999999991 0.084795000000000023 0.16173500000000005 -0.083134999999999987 -0.033689999999999991 0.14779000000000003 -1.0000000180025095e-35 0.084290000000000018 -0.14169499999999999 0.089405000000000012 -0.067579999999999987 0.09517500000000001 -0.028309999999999998 0.08401500000000002 -0.085739999999999997 -0.085474999999999982 -0.085804999999999979 0.084635000000000016 0.084835000000000008 0.083235000000000017 -0.53100499999999984 -0.085154999999999995 -0.084769999999999984 -0.087089999999999987 -0.09693499999999998 -0.14575499999999997 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -6 -9 12 -11 15 14 -14 16 -8 -5 19 -19 21 -21 -2 23 -20 -25 -26 -27 28 29 -28
right_child=17 2 -4 9 6 -7 11 8 -10 10 -12 -13 13 -15 -16 -17 -18 18 22 20 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.0061740919696167112 0.0025096996953444823 0.00043859410141475306 0.0049820416850880501 -0.0015996948858215052 0.00065364420060413312 -0.00073130717468706695 0.0018838153244799068 -0.0057011214971897156 -0.00092629320868581994 -0.0041464812467219654 -0.00070339429158983494 0.003707441226579249 -0.0036686842812708128 0.0017498155613429843 0.0035415203229564687 -0.0014870575442910196 0.00067401508272406797 0.0042669805354394377 0.0023374270094791427 -0.0061224350804695866 -0.00032658102308315311 -0.0019270999013401924 -0.0021878439708854312 -0.0022698317136382686 0.0016649030307874183 -0.0024902949868528933 0.001425502135383862 1.6128501250553707e-05 -0.0034466086124831982 -0.0022897473738893218
leaf_weight=25 28 39 21 33 54 27 29 21 20 27 63 20 27 20 23 20 99 21 20 20 22 21 27 20 37 27 27 2238 22 23
leaf_count=25 28 39 21 33 54 27 29 21 20 27 63 20 27 20 23 20 99 21 20 20 22 21 27 20 37 27 27 2238 22 23
internal_value=0 0.000224448 0.0020288 1.13351e-05 0.000605059 0.0025886 -2.38677e-05 -0.00108371 -0.00337194 -0.000427858 -0.00173632 0.00143534 0.000155121 -0.00136294 0.000615436 0.000507949 0.000105588 -4.99359e-05 -1.12329e-05 -0.00109704 -0.00308651 0.000608214 -4.80385e-05 -2.41053e-05 -4.3834e-05 -2.50809e-05 -5.18371e-05 -2.33357e-05 -0.00125001 -0.000283513
internal_weight=0 568 60 508 216 52 164 95 41 292 90 69 202 47 155 49 132 2553 2462 91 42 49 2441 2414 2394 2374 2337 2310 72 50
internal_count=3121 568 60 508 216 52 164 95 41 292 90 69 202 47 155 49 132 2553 2462 91 42 49 2441 2414 2394 2374 2337 2310 72 50
is_linear=0
shrinkage=0.1


Tree=1024
num_leaves=31
num_cat=0
split_feature=157 49 157 159 12 12 1 2 1372 157 157 43 157 1428 475 150 12 2 0 0 0 150 147 483 16 0 42 1 1 3
split_gain=0.0035871 0.026209 0.0185822 0.0124356 0.0154633 0.0259876 0.0118372 0.0115577 0.00949751 0.0177734 0.0145547 0.0120674 0.00858568 0.00689023 0.0272271 0.00614705 0.00602043 0.00613954 0.0264592 0.016204 0.0161567 0.0135726 0.0234124 0.0128206 0.0217854 0.0126154 0.0149024 0.0123291 0.0143875 0.0110691
threshold=-0.087424999999999989 0.10877000000000002 -0.086649999999999991 0.04105000000000001 0.092655000000000015 0.089505000000000015 0.103565 0.087505000000000013 -0.065504999999999994 -0.082294999999999993 -0.081889999999999991 -0.081779999999999978 -0.08107499999999998 -0.071779999999999997 0.036560000000000002 0.12965000000000002 0.22926500000000002 0.11389000000000002 0.10455500000000001 0.0059850000000000016 0.18019500000000002 0.10980500000000001 0.089025000000000007 0.055770000000000007 -0.046599999999999996 -0.026509999999999995 -0.095859999999999987 0.14089500000000002 0.13657000000000002 -0.0049599999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 7 -6 -1 -4 11 -11 -10 -12 -14 15 16 17 20 19 23 21 29 -23 25 -25 26 -19 28 -28 -15
right_child=2 -3 8 -5 6 -7 -8 -9 9 10 12 -13 13 14 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0016984368686098605 0.0030647165852133187 -0.0038457220059353856 -0.00163122709640967 -0.0017849916526756716 0.00058930155022868095 0.0042404251616625565 -0.0026945014838534206 -0.00091232352827389082 0.002872051222139918 -0.0026365136295290934 0.0020704979426227513 0.00028281954421092656 -0.0016959110265209649 -6.6816437514914941e-05 0.003359280728424589 0.0014243919490675989 0.0015374028676887975 0.0026059033171761605 -0.003860062295349226 0.0023003955827637884 0.0024448360967518831 -0.0042853787913918499 0.00030495436862111092 -0.00030533611250575636 -0.0042230947340034294 -0.002498707443010062 -0.00015307037490071312 0.0016042015348960246 -0.0027276772514596816 0.00061340753768855812
leaf_weight=30 20 20 35 32 21 21 23 39 36 21 20 36 24 1885 24 29 24 21 21 24 27 20 25 40 22 21 227 35 24 274
leaf_count=30 20 20 35 32 21 21 23 39 36 21 20 36 24 1885 24 29 24 21 21 24 27 20 25 40 22 21 227 35 24 274
internal_value=0 -0.000425865 2.69884e-05 -1.38344e-05 0.000409128 0.00116024 -0.00112723 0.00022279 6.14635e-06 2.6045e-05 -1.37343e-05 0.00157744 6.02835e-06 -8.89373e-06 5.8669e-06 -2.37329e-05 -3.93447e-05 -5.3539e-05 -0.00039721 -0.000221558 1.347e-05 -1.63154e-05 -0.00173519 -0.000376755 -0.00169551 -0.000127479 3.47225e-05 -0.000154071 -0.000399248 1.95112e-05
internal_weight=0 186 2935 166 134 90 44 69 2915 2880 2808 72 2787 2767 2743 2719 2690 2666 435 414 2231 2204 45 390 62 328 307 286 251 2159
internal_count=3121 186 2935 166 134 90 44 69 2915 2880 2808 72 2787 2767 2743 2719 2690 2666 435 414 2231 2204 45 390 62 328 307 286 251 2159
is_linear=0
shrinkage=0.1


Tree=1025
num_leaves=31
num_cat=0
split_feature=15 130 121 481 2 1447 403 402 403 2 16 2 160 482 158 1452 1455 483 158 160 12 52 52 160 12 50 1456 1456 160 3
split_gain=0.00394451 0.0101249 0.0128518 0.00851274 0.0222863 0.0211159 0.0202165 0.0387619 0.0202929 0.0127262 0.00769055 0.0226112 0.00939138 0.00735011 0.00990059 0.0167144 0.0107234 0.0094498 0.0146541 0.00725548 0.00937489 0.00631938 0.00795741 0.0211379 0.0166962 0.0156461 0.00809125 0.00910579 0.00722515 0.0216087
threshold=0.11728000000000001 -0.22461999999999996 -0.078059999999999977 -0.087424999999999989 0.085485000000000019 1.0000000180025095e-35 -0.53960999999999981 0.094195000000000015 -0.53101999999999994 0.089605000000000018 -0.040964999999999994 0.10381000000000001 -0.44404499999999997 0.11958000000000001 -0.46278499999999995 0.107895 -0.24112999999999998 -0.47356499999999996 0.13010500000000003 0.022560000000000004 0.10124000000000001 0.42957000000000006 0.23074000000000003 -0.4136149999999999 0.089005000000000015 0.096900000000000014 -0.090954999999999994 -0.085589999999999986 0.11055500000000001 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 9 -8 -5 11 -2 -12 14 -10 16 -16 -18 21 20 -14 22 26 24 25 -24 -19 -28 -29 -30
right_child=10 2 3 6 5 -7 8 -9 13 -11 12 -13 19 -15 15 -17 17 18 -20 -21 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-0.0019195310168600242 0.0038421931899274178 0.0020502618075503658 -0.00292425905354321 -0.0013044240298248563 -0.0014447192284826409 0.0023011164718169581 -0.0028229551407723472 0.0051512461862082345 0.0016249392354684708 0.0018336705009763439 -0.0019928516098298133 -0.00013037108767189478 0.0019195095016561353 -0.0016890101255669903 0.0022503628963715444 -0.0029021949879825116 -0.0021311908062281357 -0.0014420049375472354 0.00269505828153342 -0.0012194841545784757 -0.00045463051486375008 0.0008054247492233689 0.00056787737716070333 -0.0030009346541412401 0.0017680408509477274 -0.003207459112274505 0.001990277087315917 2.2569683384963026e-05 7.9090586558987325e-05 -0.0037887049838900566
leaf_weight=28 23 30 36 28 34 27 26 22 37 24 20 38 39 26 21 20 21 39 20 21 29 89 23 33 32 21 23 2219 52 20
leaf_count=28 23 30 36 28 34 27 26 22 37 24 20 38 39 26 21 20 21 39 20 21 29 89 23 33 32 21 23 2219 52 20
internal_value=0 -2.6983e-05 -8.85388e-06 -3.02066e-05 -0.000951171 0.000213274 1.74388e-06 0.00163259 -4.25921e-05 0.000143927 0.000468393 0.00136748 -3.47671e-05 -1.57785e-05 5.15114e-07 -2.2312e-05 -2.6923e-07 -1.85035e-05 -1.24703e-06 0.000405252 0.000907009 -2.23862e-05 -5.23112e-05 -0.000887605 3.00243e-05 -0.00123399 -1.36171e-05 1.04568e-05 -9.41915e-06 -0.000995297
internal_weight=0 2951 2923 2893 97 61 2796 74 2722 52 170 61 109 2696 2670 2633 2613 2592 2571 89 68 2551 2462 109 76 44 2353 2314 2291 72
internal_count=3121 2951 2923 2893 97 61 2796 74 2722 52 170 61 109 2696 2670 2633 2613 2592 2571 89 68 2551 2462 109 76 44 2353 2314 2291 72
is_linear=0
shrinkage=0.1


Tree=1026
num_leaves=31
num_cat=0
split_feature=48 48 151 48 159 48 51 1446 3 48 3 157 3 48 13 42 40 0 47 0 47 151 1425 52 475 475 472 155 471 3
split_gain=0.00410615 0.026297 0.0117256 0.0138583 0.0112941 0.0105605 0.0331333 0.0244237 0.0191734 0.017796 0.0137478 0.0124371 0.0186989 0.0154224 0.0128039 0.0187077 0.0138343 0.0117953 0.0105591 0.00967702 0.00964232 0.00938804 0.00803052 0.00744039 0.00718703 0.00814215 0.0100343 0.0120928 0.0133389 0.00794867
threshold=0.083685000000000009 0.084855000000000014 -0.10142999999999999 0.12474000000000002 0.10497500000000001 0.089575000000000016 0.088785000000000017 0.091725000000000015 -0.0096849999999999974 0.091085000000000013 0.149315 -1.0000000180025095e-35 0.097915000000000016 0.10833500000000001 -0.080344999999999986 -0.050249999999999996 -0.079414999999999986 -0.08867499999999999 0.078345000000000012 -0.097024999999999986 0.090100000000000013 -1.0000000180025095e-35 0.10129000000000002 -0.012859999999999998 -0.49524999999999991 -0.24431999999999998 -0.086459999999999981 0.11562500000000002 0.090250000000000011 -0.094299999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 -2 3 18 5 6 8 9 19 -7 11 13 14 -11 17 -16 -17 21 -3 -4 -18 -13 24 -21 -1 -26 -27 28 29 -28
right_child=1 2 4 -5 -6 7 -8 -9 -10 10 -12 12 -14 -15 15 16 20 -19 -20 23 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0018054948099667117 0.0038012430211529138 -0.00075090388241021535 0.0026620931806974114 0.00071236645946135891 0.002608518481720239 -0.0020606633036068696 0.0045004546187225386 -0.0034854616236407311 -0.0017163293216178905 -0.0029080736339286281 -0.0015149926152246607 -0.0007618920858173321 0.0032076076922627791 0.0009244232881991636 0.0016796205675315213 0.00086877780805270271 -0.0029975031508056972 0.0035286166683016792 -0.0038926404202356936 0.0015757767937611791 -0.00021486432175152003 0.0017644128866346654 -0.0017396783264952581 -0.0011519316770136356 -0.0018478505648672581 0.0017252114044822521 0.00034454103184098321 -0.0025060127994947835 0.0018218254468305725 -0.00014849019096903785
leaf_weight=21 20 23 27 26 20 34 22 20 34 21 35 24 30 21 38 26 33 21 20 20 20 38 28 20 25 32 392 20 38 1972
leaf_count=21 20 23 27 26 20 34 22 20 34 21 35 24 30 21 38 26 33 21 20 20 20 38 28 20 25 32 392 20 38 1972
internal_value=0 0.000236827 0.000112415 -0.00111017 0.000279793 0.000183565 0.000983807 -8.90937e-05 0.000217804 0.000110107 0.000350518 0.000590565 0.000879523 -0.000991825 0.000530311 -0.000143599 -0.00102059 0.00148028 -0.00221218 0.0011993 -0.00194745 0.000786488 -5.55532e-05 0.000211923 -3.6691e-05 -5.22965e-05 -3.40044e-05 -5.72475e-05 -3.68581e-05 -6.67354e-05
internal_weight=0 593 573 69 504 484 123 361 101 341 307 272 230 42 200 117 79 83 43 67 53 62 2528 40 2500 2479 2454 2422 2402 2364
internal_count=3121 593 573 69 504 484 123 361 101 341 307 272 230 42 200 117 79 83 43 67 53 62 2528 40 2500 2479 2454 2422 2402 2364
is_linear=0
shrinkage=0.1


Tree=1027
num_leaves=31
num_cat=0
split_feature=472 157 1429 157 13 13 13 3 51 51 1372 157 157 16 156 157 1428 474 14 14 16 1 16 474 41 12 2 13 52 3
split_gain=0.00376196 0.00387222 0.0261818 0.0153302 0.0149027 0.0172849 0.00872447 0.0138473 0.0197011 0.00850874 0.00746678 0.0147296 0.0118756 0.0113435 0.010227 0.00689388 0.00573792 0.0246343 0.00555291 0.00773824 0.00599799 0.0223986 0.00764049 0.00673304 0.00629447 0.00777036 0.021205 0.0207718 0.0159102 0.0192089
threshold=-0.39904999999999996 -0.087424999999999989 0.083960000000000021 -0.086649999999999991 -0.085964999999999986 -0.083764999999999992 0.090705000000000008 -0.078584999999999988 0.035765000000000012 0.078435000000000019 -0.065504999999999994 -0.082294999999999993 -0.081889999999999991 -0.008069999999999999 0.085915000000000005 -0.08107499999999998 -0.071779999999999997 -0.42010499999999995 0.10189000000000002 0.085220000000000004 0.62925500000000012 0.10672000000000002 0.51990500000000017 -0.098344999999999974 0.10065500000000001 0.10866500000000003 0.10381000000000001 0.01128 0.12445000000000002 -0.049509999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -6 7 8 -7 -9 -5 13 -13 -12 -15 -14 -17 -18 19 20 22 -22 23 -19 25 -25 27 -27 29 -28
right_child=1 3 -4 10 5 6 -8 9 -10 -11 11 12 15 14 -16 16 17 18 -20 -21 21 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.0013339251701143526 0.0019353702001089622 0.0027776500003528783 -0.0038706732576247308 -0.001452236422171284 -0.003208602597005665 -0.00039493193849921232 -0.0016411783024668693 0.00071740188068361024 0.0040436574089108036 -0.0021325069310312922 0.0032615552129952805 -0.0023882103367387098 0.0018486998951993884 0.0019283322447266145 -0.00096649124980499243 -0.0015540920554485639 0.0034107112214856205 -0.0016587819529231638 -0.0016876441607018935 0.0018969028035090083 -0.0033572405770731471 0.00071192472692458873 0.0016972125942209878 -4.1806873251617717e-05 -0.001168914765888906 0.0035032254521195831 -3.3126995940484218e-05 0.00050541067977388538 0.0020247683991328814 -0.0032812905181199311
leaf_weight=21 31 20 20 35 20 20 25 20 20 22 23 21 20 26 23 24 21 25 20 21 24 31 26 2304 46 38 67 59 23 25
leaf_count=21 31 20 20 35 20 20 25 20 20 22 23 21 20 26 23 24 21 25 20 21 24 31 26 2304 46 38 67 59 23 25
internal_value=0 -9.03627e-06 -0.00046186 1.85485e-05 -3.03648e-05 -0.00051019 -5.81367e-06 0.000492773 0.00182436 -0.000775407 -4.66688e-07 1.72563e-05 -1.91231e-05 0.00142949 0.000569538 -1.18844e-06 -1.46226e-05 -1.08884e-06 -2.75369e-05 -1.51895e-05 -3.02397e-05 -0.00106371 -8.48658e-06 -2.56293e-05 -9.69298e-06 1.15011e-05 0.000590848 0.00167981 -0.00032767 -0.00091578
internal_weight=0 3100 178 2922 158 127 107 82 40 42 2902 2867 2795 72 49 2774 2754 2730 2709 2689 2668 55 2613 2587 2562 2516 212 97 115 92
internal_count=3121 3100 178 2922 158 127 107 82 40 42 2902 2867 2795 72 49 2774 2754 2730 2709 2689 2668 55 2613 2587 2562 2516 212 97 115 92
is_linear=0
shrinkage=0.1


Tree=1028
num_leaves=31
num_cat=0
split_feature=48 48 43 12 159 151 484 12 12 484 2 39 150 16 1 1 13 3 3 15 13 4 48 474 471 16 16 0 52 1
split_gain=0.00374796 0.0212757 0.00955013 0.0147183 0.0100769 0.00912358 0.0119618 0.0128403 0.0210057 0.012361 0.0147086 0.021288 0.0201518 0.0145395 0.0108584 0.0325786 0.020942 0.0225333 0.0135882 0.0100653 0.00911794 0.013446 0.00778879 0.00754504 0.0152313 0.00634818 0.0206511 0.0494198 0.029119 0.0556754
threshold=0.083685000000000009 0.084855000000000014 -0.23714499999999997 0.11418000000000002 0.10333000000000002 -0.10142999999999999 -0.088289999999999993 0.10312500000000001 0.096525000000000014 -0.075319999999999984 0.086285000000000014 0.087015000000000009 0.099590000000000026 -0.013024999999999998 0.099660000000000012 0.090130000000000016 -0.010094999999999998 0.11658 0.31370500000000007 -0.12563999999999997 -0.083894999999999983 0.0016150000000000003 0.091150000000000023 -0.25711499999999993 -0.085064999999999988 0.0073350000000000004 -0.0007049999999999999 -0.075684999999999988 -0.088204999999999992 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 -2 -3 4 5 19 -7 8 9 -8 11 13 14 -11 15 20 18 -18 -16 -4 -12 22 -22 -1 -25 26 -26 28 -28 -30
right_child=1 2 3 -5 -6 6 7 -9 -10 10 12 -13 -14 -15 16 -17 17 -19 -20 -21 21 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.0015111148277563709 0.0034323617629706859 -0.0016225108869063359 -6.3094096387633026e-05 0.0028726663044653833 0.0021100125130033122 0.0022958724573254588 -0.0022977452746338468 -0.0021533956702332944 0.0031159019937900749 0.0037907429490118259 0.0014641917546909741 -0.0011537232245945443 -0.0032868954667355866 0.00075203395099379124 -0.0019499978272154207 -0.0041956549644791745 0.0041382774922697407 -0.00013840630841018125 0.00125799171788537 -0.0026750019993633037 -0.0026243614205248796 0.001503265920125515 -0.0001766329102862913 0.00258698299611834 -4.3268783923227981e-05 -0.0003389690563581098 0.00038949786706965559 -0.0019329426599627672 0.0082150075673347433 0.00084277866433694719
leaf_weight=35 20 30 36 20 24 25 22 25 23 31 34 26 20 32 31 21 28 22 23 25 26 23 26 22 1773 600 27 30 21 20
leaf_count=35 20 30 36 20 24 25 22 25 23 31 34 26 20 32 31 21 28 22 23 25 26 23 26 22 1773 600 27 30 21 20
internal_value=0 0.000226262 0.000114356 0.000210316 0.000108505 1.22404e-05 0.000171814 4.32387e-05 0.000184774 7.32753e-08 0.000147455 0.00125372 -0.000240174 0.00224727 2.02296e-05 -0.000589054 0.000781834 0.00225654 -0.000583632 -0.00113355 0.000105796 -0.00051001 -0.0014005 -5.3075e-05 -3.26051e-05 -5.5928e-05 3.48388e-05 0.00144795 0.00293952 0.0046188
internal_weight=0 593 573 543 523 499 438 413 388 365 343 89 254 63 234 130 104 50 54 61 109 75 52 2528 2493 2471 1871 98 68 41
internal_count=3121 593 573 543 523 499 438 413 388 365 343 89 254 63 234 130 104 50 54 61 109 75 52 2528 2493 2471 1871 98 68 41
is_linear=0
shrinkage=0.1


Tree=1029
num_leaves=31
num_cat=0
split_feature=456 457 3 1348 457 457 147 147 150 457 151 151 151 150 15 52 16 1375 1365 457 31 3 3 1210 484 403 0 160 2 3
split_gain=0.00366978 0.00520993 0.029248 0.00871824 0.00575091 0.00972601 0.0100484 0.0100794 0.00579881 0.00614271 0.00657969 0.0116325 0.0100478 0.00677452 0.0261438 0.0361995 0.0337864 0.0112783 0.00972375 0.00627596 0.00640678 0.00734862 0.0201614 0.0497439 0.042943 0.0250897 0.0262981 0.0254257 0.0233886 0.0199961
threshold=0.11493000000000002 0.11612500000000002 0.092670000000000016 -0.047944999999999995 0.10021000000000001 0.091945000000000013 0.10479500000000001 0.091170000000000015 0.13251500000000002 -0.14941999999999997 0.10424500000000002 0.084350000000000008 0.009020000000000002 0.090735000000000024 -0.022504999999999997 -0.015069999999999998 -0.0087049999999999992 0.093520000000000006 0.089385000000000006 -0.087474999999999983 -0.084119999999999986 -0.082234999999999989 -0.084074999999999997 -0.083289999999999989 0.056480000000000009 -0.081224999999999992 -0.082974999999999979 -0.00363 0.084885000000000002 -0.084319999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 8 9 -5 11 12 13 17 15 -15 -16 18 19 -11 -21 22 29 -24 25 28 27 -27 -25 -22
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 10 -12 -13 -14 14 16 -17 -18 -19 -20 20 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0020896940212696792 -0.0013502335269004106 0.0035941582629069068 -0.0010557310366552445 0.0012905716184979758 -0.0015701973527345971 0.0016284027453071462 0.0021262287723154507 -0.0021041183833680724 -0.0015504873959192387 0.0014406838755380235 -0.0015316335367970169 0.0019353428172067769 -0.0020082630459219218 0.0053078213747104874 -0.003805770449391622 -0.00013844007894826623 0.0019372216472402217 -0.0023314636111969041 0.0020887648236980155 0.0014144060294105053 1.5773073379914703e-05 -0.00020443673003493922 0.0051313685396542916 0.00061508571729063989 0.0046682855602176417 -0.00067490153829567138 -0.0010830825480463153 0.003772064800917482 -0.0038300620909812381 -0.0029696466633476635
leaf_weight=20 20 24 31 37 23 37 22 23 24 29 28 31 25 23 21 26 20 21 22 30 914 1451 26 20 21 20 44 36 29 23
leaf_count=20 20 24 31 37 23 37 22 23 24 29 28 31 25 23 21 26 20 21 22 30 914 1451 26 20 21 20 44 36 29 23
internal_value=0 8.70838e-06 0.000973312 -8.70895e-06 5.04508e-06 1.71099e-05 -2.99054e-06 -1.89018e-05 -2.4828e-06 1.03415e-05 -6.22087e-06 8.86089e-06 -1.24604e-05 5.51332e-06 0.00085893 0.00241797 -0.00100431 -2.30822e-05 -4.8923e-06 -2.23196e-05 -3.85504e-05 -5.5419e-05 0.000135424 0.00105776 0.000434733 -0.000161942 0.000746407 0.00218386 -0.00201572 -5.75083e-05
internal_weight=0 3101 55 3046 3026 3003 2966 2944 2921 2897 2860 2832 2801 2776 90 49 41 2686 2665 2643 2614 2584 1133 196 170 149 100 56 49 937
internal_count=3121 3101 55 3046 3026 3003 2966 2944 2921 2897 2860 2832 2801 2776 90 49 41 2686 2665 2643 2614 2584 1133 196 170 149 100 56 49 937
is_linear=0
shrinkage=0.1


Tree=1030
num_leaves=31
num_cat=0
split_feature=399 1201 398 400 1204 399 0 1203 399 142 9 1 147 393 390 2 1208 0 4 2 2 15 0 13 13 481 1456 483 4 4
split_gain=0.00349024 0.00711887 0.00725284 0.0116772 0.00512505 0.0166345 0.0142126 0.0101015 0.0371979 0.00453969 0.00507614 0.0112753 0.0068066 0.00599434 0.00625511 0.00547323 0.0278661 0.0188757 0.0295863 0.0203168 0.016427 0.0202142 0.0139485 0.0126975 0.0573032 0.0249426 0.0270923 0.0275749 0.0224959 0.0445681
threshold=-0.087854999999999989 -0.08126499999999999 0.10586000000000002 0.091560000000000016 -0.084344999999999989 0.091580000000000009 -0.087084999999999982 0.089005000000000015 0.08845500000000002 -0.06316999999999999 0.092410000000000006 0.13332000000000002 0.10271500000000001 0.097165000000000015 0.087590000000000015 0.090935000000000016 0.097165000000000015 -0.15350499999999997 1.0000000180025095e-35 0.090425000000000019 0.09167500000000002 0.090325000000000003 -0.22491999999999998 -0.081659999999999996 -0.080759999999999985 -0.081539999999999987 -0.083354999999999999 -0.069964999999999986 -0.085719999999999977 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 7 -3 8 9 -6 12 -12 13 14 15 16 17 18 22 23 21 -17 -11 28 -25 -26 -27 -28 -19 -30
right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 11 -13 -14 -15 -16 20 -18 19 -20 -21 -22 -23 -24 24 25 26 27 -29 29 -31
leaf_value=0.00096546595135854705 -0.0018921026668976993 0.00060394846410157963 0.0015225174187141802 -0.0018576814276029302 0.0014942851779051127 0.0027025235807425062 -0.0026429407137374466 -0.0016391679279606889 0.0042170689025494666 -0.0019759736545383929 -0.0026897462709298868 0.00047686610411366696 0.0014975176615795744 0.0014388473197219096 0.0012965237794976151 0.00016104691201304156 -0.002964717636932619 -0.0029604912518565968 0.0033618509561282013 -0.0027291507602879598 2.7656062860977245e-05 0.0039752441589371301 0.0015671382757136598 -0.005455230227248236 0.0029669123792858878 0.0026619236151288663 -0.0036436150712823427 -0.00037799976049850386 0.0047138458742252134 0.00013102045865596784
leaf_weight=37 20 28 31 34 20 23 26 37 21 25 22 23 30 28 35 33 35 22 39 31 1145 24 20 22 23 28 27 611 22 599
leaf_count=37 20 28 31 34 20 23 26 37 21 25 22 23 30 28 35 33 35 22 39 31 1145 24 20 22 23 28 27 611 22 599
internal_value=0 -1.15831e-05 6.91853e-07 -1.48626e-05 6.02966e-06 2.37314e-05 -0.000959369 2.64573e-06 2.37019e-05 -7.04553e-06 -1.76034e-05 -0.00107126 -6.63671e-07 -1.68953e-05 -3.17661e-05 -4.89465e-05 -0.000176088 -0.000109646 0.0013459 -0.000197925 0.000110139 0.00176702 -0.000401257 -0.000139972 -0.000431192 -0.000270773 -0.000382585 -0.0005162 0.000182045 0.000293375
internal_weight=0 3084 3064 3033 2999 2945 54 2922 2885 2864 2844 45 2799 2769 2741 2706 1504 1469 84 1385 1202 57 45 1354 711 689 666 638 643 621
internal_count=3121 3084 3064 3033 2999 2945 54 2922 2885 2864 2844 45 2799 2769 2741 2706 1504 1469 84 1385 1202 57 45 1354 711 689 666 638 643 621
is_linear=0
shrinkage=0.1


Tree=1031
num_leaves=31
num_cat=0
split_feature=1210 12 2 1208 402 1208 15 42 2 0 16 2 130 40 481 133 3 481 12 46 401 401 1212 12 128 13 0 0 1212 42
split_gain=0.00410197 0.0187391 0.0143633 0.0101492 0.00891319 0.03032 0.00434612 0.0104409 0.00903243 0.0259158 0.00919381 0.00887673 0.00869207 0.0120499 0.0084681 0.020292 0.0206656 0.0137922 0.00713366 0.0150113 0.00621649 0.01701 0.00938333 0.00801216 0.00764676 0.00927395 0.0187658 0.0112287 0.00832133 0.00922899
threshold=0.0028200000000000005 0.097145000000000023 0.089125000000000024 0.106285 0.2506000000000001 1.0000000180025095e-35 0.11728000000000001 0.09796500000000001 0.10327000000000001 -0.081894999999999982 0.058835000000000005 0.13754500000000003 -0.22461999999999996 -0.15892999999999999 -0.087424999999999989 0.087285000000000015 -0.075634999999999994 -0.085804999999999979 0.12757000000000002 -0.043074999999999995 -1.0000000180025095e-35 -0.46166999999999997 0.11387000000000001 0.11903500000000002 0.11876500000000001 0.19762500000000002 -0.087084999999999982 -0.026509999999999995 0.12799000000000002 0.087745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 12 8 9 -8 -11 -9 -1 -14 15 16 -15 -16 19 -19 21 22 -21 24 25 28 -27 -28 29 -22
right_child=1 -3 -4 -5 -6 -7 7 11 -10 10 -12 -13 13 14 17 -17 -18 18 -20 20 23 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.001795785201414089 0.0005011418271130203 -0.0017676557123195381 0.0038273482397198676 -0.0022637457006203475 -0.0017187152663245796 0.0037999723150971389 0.0033538733872220568 0.002810461992590592 -0.0013048782059624316 -0.0018526515754838956 0.00093431531335227188 0.00029081510438118131 0.0024206997972214595 0.00090236668534003606 0.0023771083583900084 -0.0034830278173709909 -0.0028701585461385552 0.002530060473667539 -0.0015642568391437334 -0.0011863651643083855 -0.0001068826056564322 -0.0028789502926104306 0.0017343025781552902 0.0018902521712747826 0.0018736124681752353 -0.0034936627241499395 0.00054227688373497654 -0.0021379031029275875 -0.0017822204853963249 0.00033559926543397255
leaf_weight=28 37 22 20 20 30 21 23 29 39 29 20 27 20 53 24 24 20 23 30 22 1688 28 22 22 21 23 54 22 26 654
leaf_count=28 37 22 20 20 30 21 23 29 39 29 20 27 20 53 24 24 20 23 30 22 1688 28 22 22 21 23 54 22 26 654
internal_value=0 0.000711402 0.00166823 -1.84749e-05 -3.61545e-06 1.35814e-05 -1.3182e-05 0.000482417 -7.9205e-05 0.000584701 -0.000715114 0.00159563 -4.26988e-05 -2.50164e-05 -4.27647e-05 -0.00096052 -0.000131202 -9.28511e-06 -3.10208e-05 -1.33635e-05 -3.60199e-05 -0.000952166 0.000273969 -9.74e-06 -2.65406e-05 -4.27154e-05 -0.000990961 -0.000233565 -3.07164e-06 1.66798e-05
internal_weight=0 79 57 3042 3022 2992 2971 167 111 72 49 56 2804 2776 2756 97 73 2659 2635 2605 2582 72 44 2510 2488 2467 99 76 2368 2342
internal_count=3121 79 57 3042 3022 2992 2971 167 111 72 49 56 2804 2776 2756 97 73 2659 2635 2605 2582 72 44 2510 2488 2467 99 76 2368 2342
is_linear=0
shrinkage=0.1


Tree=1032
num_leaves=31
num_cat=0
split_feature=1208 2 403 3 403 403 403 403 131 133 402 402 1212 12 403 2 42 52 13 160 160 1212 483 52 1 133 483 42 15 159
split_gain=0.00409535 0.0206416 0.0204609 0.0507869 0.00944474 0.0047536 0.0087602 0.00796166 0.0116563 0.00630623 0.0128202 0.012798 0.0066909 0.0295631 0.0293713 0.0210418 0.0301197 0.0237446 0.010913 0.00606295 0.0297814 0.0197742 0.0230991 0.0129658 0.0339286 0.0128762 0.0140008 0.034228 0.012365 0.019099
threshold=0.099975000000000008 0.088745000000000004 -0.5341999999999999 -0.082974999999999979 -0.51385999999999987 -0.44023999999999991 -0.41825499999999993 -0.23730999999999999 0.11684000000000001 0.51314000000000015 -0.21830999999999998 -0.09849999999999999 -0.040879999999999993 0.08598500000000002 1.0000000180025095e-35 0.08734500000000002 0.086950000000000013 0.077655000000000016 -0.087404999999999997 -0.089974999999999986 -0.088854999999999976 0.087685000000000013 0.11494000000000001 0.51307000000000014 0.096575000000000008 0.099660000000000012 0.10143000000000001 0.094725000000000018 -0.092489999999999989 -0.047664999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -6 -7 8 -8 10 -9 -12 13 14 -13 17 -17 18 -15 21 -21 22 25 -22 -25 26 27 28 29 -14
right_child=1 -3 4 -5 5 6 7 9 -10 -11 11 12 19 15 -16 16 -18 -19 -20 20 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0003203008982190544 0.0028940205565757223 -0.00074243898302115297 0.0016528119985014201 -0.0058074399274552152 -0.001345776248490438 0.0018397703390711777 -0.0028899188877245332 0.002023462086572181 0.00041100406902842227 -0.0012807996004404552 -0.0024489068891853094 0.0057180751717532986 -0.0029392138339096197 -0.0015354233522278569 0.00036345315387561209 0.0042128922841088339 -0.00050901094318500596 -0.0039949361674106593 0.001480229786830023 -0.0039220883994130415 -1.0478453880675686e-05 -0.0026092250259931796 0.0036993544759406222 -0.004613546761018889 0.0011415187972306738 -0.0017321765495267004 -0.0017036715514093107 0.0034998777615082629 0.0006603016344890111 0.0002634182389980803
leaf_weight=38 27 37 35 21 26 26 23 32 20 37 21 20 27 24 21 22 35 22 24 20 2084 22 21 21 20 29 28 37 241 60
leaf_count=38 27 37 35 21 26 26 23 32 20 37 21 20 27 24 21 22 35 22 24 20 2084 22 21 21 20 29 28 37 241 60
internal_value=0 0.000791692 -1.65745e-05 -0.00186076 1.97186e-05 4.27967e-07 1.23453e-05 -3.97656e-06 -0.00135461 1.62735e-05 3.32257e-05 1.0472e-05 2.90634e-05 0.000640768 0.00297546 -0.000112953 0.00131348 -0.00127447 -2.75968e-05 -1.03107e-05 -8.12741e-05 0.000317037 0.000462359 -4.51253e-05 -0.0018062 0.000301276 0.000451327 0.000616642 0.000291399 -0.000730502
internal_weight=0 64 3057 59 2998 2963 2937 2911 43 2868 2831 2799 2778 168 41 127 57 70 48 2610 2145 465 443 2125 41 422 393 365 328 87
internal_count=3121 64 3057 59 2998 2963 2937 2911 43 2868 2831 2799 2778 168 41 127 57 70 48 2610 2145 465 443 2125 41 422 393 365 328 87
is_linear=0
shrinkage=0.1


Tree=1033
num_leaves=31
num_cat=0
split_feature=1447 159 133 1 1447 13 403 403 403 1208 12 403 15 479 130 121 15 133 52 15 482 158 1452 471 13 1452 159 480 483 42
split_gain=0.00376931 0.0138885 0.0108586 0.0114013 0.00816788 0.0241425 0.00423845 0.0169164 0.0280557 0.0143528 0.0576493 0.00783568 0.00401059 0.00953621 0.00817974 0.0115582 0.00810413 0.0120079 0.0251965 0.0157755 0.00597275 0.00647402 0.0111672 0.00640699 0.0119608 0.00959865 0.00827117 0.00668339 0.0192409 0.00689625
threshold=-0.085804999999999979 -0.023324999999999995 0.085520000000000013 0.077565000000000009 -0.084334999999999979 -0.085034999999999986 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 0.098655000000000007 0.096075000000000008 -0.51385999999999987 0.11728000000000001 0.10061500000000002 -0.22461999999999996 -0.078059999999999977 0.11923500000000002 0.10397500000000001 0.41173500000000007 0.13592500000000005 0.11958000000000001 -0.46278499999999995 0.107895 0.09074500000000002 -0.051094999999999995 0.093985000000000013 0.14029500000000003 0.092385000000000009 0.10045000000000003 -0.16797499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -6 -8 -9 11 -11 -10 13 14 -13 -16 -14 18 19 -18 21 -17 23 25 -25 26 27 29 -29 -23
right_child=4 -3 -4 -5 6 -7 7 8 9 10 -12 12 16 -15 15 20 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0018140816368544714 0.003898603226116393 -0.0025948731168262806 -0.0016249562388864058 -0.0007552079825414225 0.0014540634662989762 -0.0010149004266713747 -0.0027691917060027747 0.0037467188914888541 0.0014605693298870245 -0.0056890575704164805 0.0019036537239753672 -0.0017466275797535975 0.0020615928292735826 -0.0019773462601006034 0.0019881734367588472 0.0013653918192550706 0.0028856812202138829 0.0020440535473257855 -0.0035152522474527362 -0.00032024714589969148 -0.0016600640752585606 -0.00095624111441744344 -0.0023201743548270314 0.0028007598269892777 -0.00020899816093245343 -0.0022100409038830547 0.0016684055541128177 -0.0033000507614696808 0.0006359156065930923 2.4716831278446606e-05
leaf_weight=39 20 26 29 31 20 20 22 20 37 20 20 27 27 25 29 34 20 27 20 66 22 74 21 23 31 20 29 23 27 2272
leaf_count=39 20 26 29 31 20 20 22 20 37 20 20 27 27 25 29 34 20 27 20 66 22 74 21 23 31 20 29 23 27 2272
internal_value=0 -0.000538022 2.16167e-06 0.000676253 2.24475e-05 0.00144185 3.24041e-06 -6.64258e-06 1.4214e-05 -1.15808e-05 -0.0018927 1.47839e-05 -4.20581e-06 -3.34861e-05 -1.50224e-05 2.92519e-06 0.000482029 0.000161366 -0.000318186 0.000425318 -1.94243e-05 -5.2919e-06 -2.37853e-05 -4.48786e-06 0.00107294 -2.82837e-05 -1.02899e-05 -3.06079e-05 -0.00117463 -6.22558e-06
internal_weight=0 125 99 70 2996 40 2956 2936 2914 2894 40 2854 2817 2657 2632 2605 160 133 106 86 2576 2554 2520 2499 54 2445 2425 2396 50 2346
internal_count=3121 125 99 70 2996 40 2956 2936 2914 2894 40 2854 2817 2657 2632 2605 160 133 106 86 2576 2554 2520 2499 54 2445 2425 2396 50 2346
is_linear=0
shrinkage=0.1


Tree=1034
num_leaves=31
num_cat=0
split_feature=1446 1447 15 0 1447 1452 1420 157 475 157 157 2 1429 52 1372 157 16 1373 1373 1 1375 150 14 2 3 12 12 1 16 13
split_gain=0.00384124 0.00487215 0.0134969 0.0405323 0.00994566 0.00722865 0.00528495 0.00490952 0.0265538 0.0407159 0.0149603 0.013521 0.0100998 0.00815237 0.00719504 0.0108427 0.013035 0.00815608 0.0249363 0.0127309 0.00885216 0.0117642 0.00884609 0.0129181 0.00760545 0.0185633 0.0253119 0.0158681 0.0496207 0.0261591
threshold=-0.093534999999999993 -0.085804999999999979 0.089165000000000008 -0.087414999999999979 -0.087229999999999988 -0.079694999999999988 1.0000000180025095e-35 -0.087424999999999989 -0.0070399999999999994 -0.090569999999999998 -0.086649999999999991 0.087750000000000009 -0.0079199999999999982 -0.23375999999999997 -0.065504999999999994 -0.083209999999999992 -0.0073349999999999986 1.0000000180025095e-35 0.08789000000000001 0.09697500000000002 -0.4078199999999999 0.13251500000000002 0.083150000000000016 0.089525000000000007 -0.092644999999999991 0.11903500000000002 0.10832500000000002 0.077565000000000009 -0.095964999999999981 0.10002500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 7 8 9 -7 -9 -10 -13 -14 -12 16 -16 20 -19 -20 -17 22 24 -24 25 26 27 28 -22 -29
right_child=1 5 -4 -5 -6 6 -8 10 11 -11 14 12 13 -15 15 17 -18 18 19 -21 21 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0013167049296581273 -0.0012795117528003174 0.0019095836556516589 0.001333891407837375 -0.0040109280310086128 0.0015631714981282131 0.00041505488101392982 0.0013694126899021545 0.0027442576934117828 0.001822737824275262 -0.0059658434989978562 -0.0014463399002338788 -0.0024593227164587009 0.0017139821375686945 -0.00079197812168893187 0.0033734309678298555 -0.0018708744977350132 -0.00014995986240960303 0.0039342380561200639 0.0014469462314578281 -0.0019550412342968313 0.0048631126494628604 0.0022350872482132657 -0.0032329317781009843 0.00023453407603400676 -9.4848312840034121e-05 0.0032572540523861312 -0.0024502766572175351 0.00035070234136055077 0.00042368356474914171 -0.002546735488785765
leaf_weight=22 20 20 26 33 32 20 28 20 36 20 34 20 21 34 21 26 21 21 22 22 29 23 21 22 2068 21 33 155 191 39
leaf_count=22 20 20 26 33 32 20 28 20 36 20 34 20 21 34 21 26 21 21 22 22 29 23 21 22 2068 21 33 155 191 39
internal_value=0 -9.34737e-06 -0.000659894 -0.00126976 0.000469832 1.48195e-05 2.05155e-06 -1.09709e-05 -0.00056634 -0.00277539 1.90974e-05 0.000229716 -0.000534934 0.000164843 -5.85916e-07 1.73869e-05 0.00161174 -7.47855e-06 0.00109909 -0.000254048 -3.4848e-05 -1.65019e-05 -3.6582e-05 -0.00145888 -1.24657e-05 0.000351567 0.000215058 0.000427512 0.00100888 -0.000231772
internal_weight=0 3099 111 85 52 2988 2968 2940 151 40 2789 111 75 55 2769 2735 42 2693 65 44 2628 2602 2579 43 2536 468 447 414 220 194
internal_count=3121 3099 111 85 52 2988 2968 2940 151 40 2789 111 75 55 2769 2735 42 2693 65 44 2628 2602 2579 43 2536 468 447 414 220 194
is_linear=0
shrinkage=0.1


Tree=1035
num_leaves=31
num_cat=0
split_feature=1208 16 16 1209 1208 4 43 4 1212 12 402 480 1447 52 13 52 52 12 52 4 12 133 15 130 0 2 15 475 12 1429
split_gain=0.00401046 0.0200147 0.0221152 0.0195999 0.00399953 0.00393728 0.0287681 0.0619625 0.0248921 0.0430695 0.0164416 0.01989 0.0240873 0.0156978 0.0317178 0.0309052 0.0294769 0.015477 0.0187101 0.0150723 0.0480142 0.0217305 0.0114883 0.0343011 0.0154981 0.0174229 0.0122568 0.0141567 0.0136165 0.0128972
threshold=0.10233500000000001 -0.079734999999999986 -0.071359999999999993 -0.097919999999999993 1.0000000180025095e-35 -0.080584999999999976 0.0034250000000000005 -0.081714999999999996 -0.017094999999999996 0.086095000000000019 0.11086000000000001 0.086930000000000021 -0.085644999999999985 0.10473500000000001 -0.087074999999999986 0.092320000000000013 0.23074000000000003 0.09141500000000001 0.08257500000000001 -0.078439999999999996 0.087535000000000016 -0.054584999999999995 0.084655000000000022 0.0029050000000000005 0.12445000000000002 0.081135000000000013 0.084050000000000014 -0.011519999999999997 0.084225000000000008 0.086295000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 8 17 9 -5 11 12 -10 15 -15 22 -16 18 -8 20 -7 -22 23 24 25 -14 27 29 -29 -27
right_child=1 2 -4 4 -6 19 7 -9 10 -11 -12 -13 13 14 16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0031362456129863862 0.0033963707118527964 -0.0027287662650148075 0.0019175910530611871 0.0044800308343837967 0.0012394824468244154 -0.0016826675606460091 0.00077439870025652153 -0.0067350799252744765 -0.0032840958381711973 -0.00099942475163306184 -0.00295955378736835 0.0023061148154631477 -0.0022029472243351241 -0.0017588192663554635 0.00566232025427044 -0.0038164685945957901 0.00042445561068069022 0.0014774671433350215 -0.0027743085257661265 9.284723213209664e-06 0.0049873227650974079 0.0011484722500373816 -0.00058392902132736637 0.0036221252232468849 -0.001842749836997917 -0.0012371982812293852 -0.0016737246350385249 0.0031323876953683796 0.00072552171012942208 0.0016687568112198885
leaf_weight=20 20 21 20 32 26 34 24 20 24 26 20 34 24 21 21 23 22 26 39 2080 29 30 234 29 39 42 20 40 57 24
leaf_count=20 20 21 20 32 26 34 24 20 24 26 20 34 24 21 21 23 22 26 39 2080 29 30 234 29 39 42 20 40 57 24
internal_value=0 0.000802871 -0.000462251 -1.60049e-05 4.52295e-06 -6.13032e-06 -0.000189851 -0.0017055 3.58403e-05 0.00202372 -0.000135224 -4.88529e-05 -0.000177996 -5.29184e-05 0.00142674 -0.000230923 0.00298248 -0.000575262 -0.00142242 6.49738e-05 0.00131049 0.00303536 -6.8904e-05 0.000369335 -1.41235e-05 0.0003304 0.000662643 0.000949313 0.00171804 -0.000180487
internal_weight=0 61 41 3060 3040 3014 841 109 732 58 674 654 620 596 64 532 43 89 63 2173 93 59 509 275 246 207 183 163 97 66
internal_count=3121 61 41 3060 3040 3014 841 109 732 58 674 654 620 596 64 532 43 89 63 2173 93 59 509 275 246 207 183 163 97 66
is_linear=0
shrinkage=0.1


Tree=1036
num_leaves=31
num_cat=0
split_feature=402 1210 3 1210 1213 1213 12 12 1456 130 1213 1213 3 4 133 132 131 129 133 52 130 128 43 43 398 133 52 43 133 52
split_gain=0.00395227 0.00593172 0.0469722 0.00640308 0.00418573 0.00435106 0.0132964 0.00950101 0.0179744 0.0124627 0.0130739 0.00929832 0.00730925 0.0101009 0.00916548 0.00727046 0.00696677 0.00659026 0.0136701 0.0247748 0.0117383 0.00899581 0.0141466 0.0163639 0.00840336 0.0113138 0.00887629 0.0182657 0.0205004 0.0307567
threshold=0.27918000000000004 -0.091799999999999979 -0.082484999999999989 -0.083289999999999989 -0.50911999999999991 -0.07797999999999998 0.10832500000000002 0.083785000000000012 -0.062944999999999987 0.086055000000000006 -0.082414999999999974 -0.073474999999999985 -0.085114999999999982 -0.087394999999999987 -0.016679999999999997 -0.43443999999999999 0.13834500000000002 0.090795000000000015 -0.40071499999999999 0.088005000000000014 0.12680500000000003 0.090375000000000025 -0.095049999999999982 -0.0095349999999999983 0.10071000000000001 -0.52400999999999998 0.008405000000000001 -0.013024999999999998 -0.14816999999999997 0.084960000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 7 -6 -9 10 12 -7 13 -10 -14 -13 17 20 -19 -20 21 24 -23 -24 25 -17 -27 -28 -29 -30
right_child=-2 3 -4 4 5 11 -8 8 9 -11 -12 15 14 -15 -16 16 -18 18 19 -21 -22 22 23 -25 -26 26 27 28 29 -31
leaf_value=0.0012577161334003464 0.001142261215330412 0.0014370477645688001 -0.0048839556344319138 -0.0012470250509472357 0.0019927207100688695 -0.0021296711584519864 0.0028722174454014751 -0.0028098497173881958 -0.00068126420534099464 -0.002091070485766977 0.0026123251233142446 -0.0016202936630829107 0.00024604460088980959 0.0021509253885596993 -0.0019976516643073409 0.0021427833552782735 0.0017717069237154317 -0.0017389800335513427 0.00020715733327347427 0.0035602461563879239 0.0023029234814679342 0.00073575947705345859 -0.0042409131547347422 -0.00062552910681153021 -0.001825024889638791 9.9369985691923459e-05 8.2607243376801531e-05 0.00095082207254188898 -0.0036548277754759927 -0.00076809118167719883
leaf_weight=33 30 31 20 27 26 21 20 21 20 20 26 28 67 34 25 24 22 20 83 30 21 27 21 31 26 1564 479 51 44 229
leaf_count=33 30 31 20 27 26 21 20 21 20 20 26 28 67 34 25 24 22 20 83 30 21 27 21 31 26 1564 479 51 44 229
internal_value=0 -1.10863e-05 -0.0010599 7.21089e-06 -7.5297e-06 3.70063e-06 0.000395356 0.000188087 -3.21968e-05 0.000271609 0.000546339 -3.35793e-05 0.000178424 0.00110197 -0.000363655 -1.72764e-05 -4.78286e-07 -1.51908e-05 0.000670841 0.00109736 -5.14412e-05 -7.12495e-05 -0.00112133 -0.00208559 -3.69275e-05 -1.74835e-05 -3.93873e-05 -0.000309644 -0.000889547 -0.00123335
internal_weight=0 3091 53 3038 3007 2980 259 239 213 192 172 2721 146 54 92 2700 2672 2650 133 113 2517 2496 79 52 2417 2391 2367 803 324 273
internal_count=3121 3091 53 3038 3007 2980 259 239 213 192 172 2721 146 54 92 2700 2672 2650 133 113 2517 2496 79 52 2417 2391 2367 803 324 273
is_linear=0
shrinkage=0.1


Tree=1037
num_leaves=31
num_cat=0
split_feature=133 1208 403 403 1210 12 43 16 403 403 131 400 50 50 159 160 12 1 12 1446 50 13 52 475 0 2 2 43 3 2
split_gain=0.00368755 0.0232362 0.0160896 0.0344885 0.0140701 0.00872768 0.0124694 0.0213212 0.0145749 0.0197172 0.00544686 0.00810565 0.00433345 0.0161966 0.0173031 0.0306794 0.0154666 0.00972181 0.0380186 0.0206265 0.015904 0.0261035 0.020823 0.0143476 0.0136818 0.0106061 0.017675 0.00737945 0.00669786 0.0181422
threshold=0.40304500000000004 0.106285 -0.53960999999999981 -0.52641999999999989 -0.00064999999999999986 0.10388500000000002 -0.091784999999999992 -0.077589999999999978 -0.072624999999999981 -0.44023999999999991 -0.13752999999999996 0.10931000000000002 0.10861000000000003 0.094920000000000018 -0.092414999999999983 -0.088244999999999976 0.089735000000000023 0.099990000000000009 0.083985000000000018 0.085345000000000018 0.13276000000000002 -0.067719999999999989 -0.013374999999999998 -0.082239999999999994 -0.076899999999999982 0.09580000000000001 0.090050000000000005 -0.013819999999999997 -0.0049599999999999991 0.08647500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 6 -6 -8 9 -9 -5 12 13 28 -15 -16 27 18 -14 23 22 -22 -19 -20 25 26 -25 -17 -12 -30
right_child=4 -3 3 10 5 -7 7 8 -10 -11 11 -13 17 14 15 16 -18 20 19 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0024727890112094778 0.002176186804816196 -0.0032658754858526993 -0.0039702523718998161 0.0012624925831058885 0.0025012195125505652 -0.0014094195807154073 -0.0026154113102238629 6.4773738491707129e-05 -0.00089845428883563729 0.0042411563869973181 -9.2757159208864686e-05 -0.0015455124352764175 -0.0041703687525179185 0.0037950724585070501 -0.0023889996157959105 0.0038244295781758547 -0.00033255448484032971 -0.00043975445398245936 -0.0026986228480901839 0.002344142554189872 -0.0033355724764987829 0.0017123933229595423 0.0040185495912076234 -0.0013245994392668875 0.0022022214272965357 -0.002718131939182058 0.0021388938437904353 0.0012900944170542062 0.0013087818978049285 -5.0563085658521031e-05
leaf_weight=26 37 22 22 34 23 34 25 26 32 20 1903 34 28 21 25 27 25 20 28 27 21 20 22 41 20 20 23 20 135 360
leaf_count=26 37 22 22 34 23 34 25 26 32 20 1903 34 28 21 25 27 25 20 28 27 21 20 22 41 20 20 23 20 135 360
internal_value=0 -2.82141e-05 -3.6695e-06 -2.60575e-05 0.000418772 1.237e-05 0.000396028 -7.40638e-05 0.000740471 0.00188059 4.34623e-06 -1.08229e-05 7.90626e-06 4.8762e-05 0.00119254 0.000629099 0.00167705 -0.000372809 -0.000772578 -0.000174225 0.000527878 -0.00087315 0.00189555 -0.000689346 -0.000148387 -0.000708055 -7.99065e-05 0.00274599 -7.52045e-06 0.000320167
internal_weight=0 2924 2902 2876 197 160 126 103 78 46 2854 2820 2786 2516 118 97 72 270 187 159 83 41 42 132 104 84 64 47 2398 495
internal_count=3121 2924 2902 2876 197 160 126 103 78 46 2854 2820 2786 2516 118 97 72 270 187 159 83 41 42 132 104 84 64 47 2398 495
is_linear=0
shrinkage=0.1


Tree=1038
num_leaves=31
num_cat=0
split_feature=1208 403 3 16 42 403 403 1210 484 484 160 1452 52 3 1375 160 1 1456 16 158 158 158 481 42 4 154 1428 472 1420 484
split_gain=0.00439834 0.0190888 0.0411419 0.0175214 0.0204027 0.00868981 0.00383741 0.00755251 0.00372844 0.0215063 0.0365547 0.0251486 0.013737 0.0190415 0.0154203 0.0153477 0.015684 0.0172189 0.0197346 0.0116915 0.0155683 0.0131059 0.0168759 0.0142557 0.00997678 0.00989672 0.0175014 0.0172541 0.0101033 0.0125223
threshold=0.10233500000000001 -0.5341999999999999 -0.082974999999999979 -0.079734999999999986 0.11603500000000001 -0.51385999999999987 -0.44023999999999991 0.0028200000000000005 -0.081614999999999979 -0.070054999999999992 -0.080719999999999986 0.11609000000000001 -0.069804999999999992 -0.080934999999999993 0.083975000000000008 -0.089744999999999978 0.096860000000000016 0.084020000000000011 -0.0094449999999999968 0.10394000000000002 0.10254000000000001 0.11817500000000002 -0.0095549999999999993 0.091295000000000015 -0.0060199999999999993 0.085530000000000009 -0.020064999999999996 1.0000000180025095e-35 -0.083279999999999979 -0.020124999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -3 -7 8 12 10 -10 19 13 -8 15 -14 17 18 24 20 25 22 -21 -23 -17 26 -11 28 -28 -30
right_child=3 5 -4 4 -6 6 7 -9 9 11 -12 -13 14 -15 -16 16 -18 -19 -20 21 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00018252143158744544 0.0032673890911974015 0.0015853293915279211 -0.0052258142931598493 0.0018340963304841092 -0.0026287460734602066 -0.0012091745729916371 0.00031386554277647869 0.0015153713002236504 4.7232311554558341e-05 -0.0023428117930961892 -0.004746019121151991 0.0033685909213752234 0.0036783643574877221 -0.0024672437219747478 -0.001543482559044724 -0.00049928227672353393 -0.001488384865782185 -7.7343208249658357e-05 0.0047561497548999996 -0.0042101196805015206 0.0027335076897933115 0.0022462959083813161 -0.00089426290413195447 -0.0014425740588922054 0.0026593224506359548 0.0022137709707021713 -0.0018688788966693241 0.0028652925831487495 0.0016800882564645939 -2.3535515136623731e-05
leaf_weight=39 20 35 22 21 20 26 83 33 41 32 26 22 22 35 23 20 24 49 23 20 21 22 66 20 20 20 29 21 44 2222
leaf_count=39 20 35 22 21 20 26 83 33 41 32 26 22 22 35 23 20 24 49 23 20 21 22 66 20 20 20 29 21 44 2222
internal_value=0 -1.67611e-05 -0.00176803 0.000840801 -0.0003429 1.88599e-05 3.62407e-07 1.10663e-05 -6.02222e-06 -4.43964e-05 -0.00181284 2.2698e-06 0.000328436 -0.00051104 0.000875719 0.00122788 0.000831479 0.00132859 0.0024221 -2.71537e-05 2.27337e-05 -0.000958256 -0.00166539 0.000489691 0.00108002 -1.30614e-06 -2.01739e-05 1.19178e-05 -1.41915e-05 9.54456e-06
internal_weight=0 3060 61 61 41 2999 2964 2938 2905 2606 67 2539 299 118 181 158 136 112 63 2517 2389 128 86 42 40 2368 2348 2316 2295 2266
internal_count=3121 3060 61 61 41 2999 2964 2938 2905 2606 67 2539 299 118 181 158 136 112 63 2517 2389 128 86 42 40 2368 2348 2316 2295 2266
is_linear=0
shrinkage=0.1


Tree=1039
num_leaves=31
num_cat=0
split_feature=473 16 13 155 1 155 12 14 0 156 155 3 13 13 15 1 1 159 42 402 403 1210 2 4 0 49 150 13 48 2
split_gain=0.00372254 0.00655263 0.0152372 0.0131821 0.0111279 0.00542979 0.00607539 0.00462331 0.013379 0.00643223 0.00662136 0.00613129 0.00488545 0.0183978 0.0134443 0.0317862 0.0211719 0.0274889 0.0110005 0.00948175 0.00941194 0.0290395 0.0272441 0.00910582 0.0178457 0.00894209 0.00923197 0.0122763 0.0105872 0.00882591
threshold=-0.07576999999999999 0.62682500000000008 1.0000000180025095e-35 0.11854500000000001 0.10672000000000002 0.104145 0.092995000000000008 -0.36617499999999997 -0.0058249999999999994 0.10463000000000001 0.090695000000000012 -0.017889999999999996 -0.093219999999999983 -0.092094999999999982 -1.0000000180025095e-35 0.090475000000000014 0.14699000000000004 0.10461500000000003 0.090395000000000017 0.2506000000000001 -0.54856499999999986 -0.13847499999999999 0.083995000000000014 -0.080364999999999978 -0.099059999999999995 0.10858500000000001 0.088985000000000009 -0.41572999999999993 0.097025000000000014 -0.15339499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -4 7 -7 8 11 10 12 -2 14 -14 16 18 17 25 23 20 22 -22 -15 -16 -25 26 27 -9 -29 -23
right_child=1 2 4 -5 -6 6 -8 9 -10 -11 -12 -13 13 19 15 -17 -18 -19 -20 -21 21 29 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0012675047781237443 -0.0014127059769816698 -0.0026903163595125082 -0.0011210399803102892 0.0022153872280830035 0.0016272046656992574 -0.0022770533753910887 -0.00011832610907731579 0.0030686269966065001 0.0030040696644573475 0.0013815136160701515 -0.0018358205375261607 0.00076048350373811616 0.0023875924617503628 0.00093961295637267619 0.001092397911081746 -0.0035142527755875237 -0.0025504371160641314 0.004051734480017331 -0.0021831262555982297 -0.0017870186426644696 0.00376425663652342 -0.0015033604120961517 -0.0035956836036907941 0.0012664994604521147 -0.0025240827388457818 -0.0016149541139602664 -0.00095026127496061644 -0.00031860208198908839 0.0021550470342238744 5.3788412166897896e-05
leaf_weight=23 20 30 34 27 26 22 32 21 20 33 20 37 33 27 54 39 25 20 24 29 21 37 26 23 27 25 36 62 24 2244
leaf_count=23 20 30 34 27 26 22 32 21 20 33 20 37 33 27 54 39 25 20 24 29 21 37 26 23 27 25 36 62 24 2244
internal_value=0 -9.41014e-06 -0.000850195 1.57463e-05 6.9866e-05 -4.17663e-06 -0.000997808 1.41548e-05 0.000778768 -6.50319e-06 -2.27632e-05 -2.03912e-06 -9.79894e-06 4.26045e-05 -0.000343112 -0.00101486 0.000183566 0.00054713 -0.00025333 1.01445e-05 3.22752e-05 6.26091e-05 -0.00128525 0.000192007 -0.000780415 0.000129915 0.000434962 0.000901018 0.000371719 2.853e-05
internal_weight=0 3098 90 3008 60 2981 54 2927 77 2850 2817 57 2797 2417 380 167 213 188 128 2384 2355 2302 53 104 50 168 143 107 86 2281
internal_count=3121 3098 90 3008 60 2981 54 2927 77 2850 2817 57 2797 2417 380 167 213 188 128 2384 2355 2302 53 104 50 168 143 107 86 2281
is_linear=0
shrinkage=0.1


Tree=1040
num_leaves=31
num_cat=0
split_feature=402 1210 0 403 1210 1208 1209 1208 131 1203 399 133 132 132 132 0 400 42 1204 399 400 133 1209 16 52 0 4 150 16 16
split_gain=0.00438929 0.00580662 0.0352705 0.0316743 0.00936729 0.00391431 0.0114542 0.0078478 0.00377797 0.00638514 0.0101474 0.00693933 0.00535793 0.00910029 0.00695194 0.0314839 0.0429075 0.0326326 0.0274557 0.00569958 0.00774036 0.00578958 0.00543967 0.0171967 0.0064734 0.023256 0.0536292 0.0205353 0.0140277 0.0307715
threshold=0.27918000000000004 -0.08861999999999999 -0.071719999999999992 -0.0051499999999999992 -0.082214999999999983 0.11846000000000001 0.11495000000000001 0.080860000000000015 -0.13752999999999996 -0.054459999999999988 0.10788500000000002 -0.54656499999999986 -0.41127499999999995 -0.17118499999999998 -0.083284999999999984 -0.082394999999999982 -0.082934999999999995 -0.015274999999999999 -0.082199999999999981 -0.087464999999999987 -0.077004999999999976 0.55672500000000014 -0.067109999999999989 -0.084119999999999986 0.016565000000000003 -0.11173999999999999 0.0067750000000000006 0.083250000000000005 0.15891500000000003 0.27776000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 7 8 -6 -10 11 -11 -13 -14 15 16 17 -15 -16 -20 -21 22 23 -22 -24 26 -26 28 -27 -30
right_child=-2 4 -4 -5 5 -7 -8 -9 9 10 -12 12 13 14 18 -17 -18 -19 19 20 21 -23 24 -25 25 27 -28 -29 29 -31
leaf_value=-0.0054849987966008491 0.0012037574717154106 0.0021132348715105936 0.0024444133930263067 -0.00014581835200078787 0.0010824916264673154 0.0012658280655159617 -0.0024014860042370859 0.0017294228059024767 -0.001686898024712244 -0.001887094881385565 0.0020779660659963669 0.0015022446755724758 -0.0021041777359122145 0.0045465988270007073 -0.0033420500457286835 0.0038657897058874367 -0.0036681223532165556 -0.0010974837522510262 0.0015902837240983816 -0.0015479187937947273 -0.00083721462180148115 0.0016086201675617222 7.0874516702897305e-05 0.0026998526225465221 -0.0062797566386871041 -1.8453244089528897e-05 -0.00061650959934708878 0.0030288714699314109 -0.0045658197760613728 0.00035802174204339584
leaf_weight=20 30 21 21 25 31 24 20 26 23 20 23 23 21 20 25 25 24 21 22 33 27 22 1699 28 20 652 102 21 22 30
leaf_count=20 30 21 21 25 31 24 20 26 23 20 23 23 21 20 25 25 24 21 22 33 27 22 1699 28 20 652 102 21 22 30
internal_value=0 -1.16832e-05 -0.000939587 -0.00251879 8.56198e-06 -6.15111e-06 -1.63952e-05 -2.79761e-07 -1.56077e-05 -2.73339e-05 -1.40804e-05 -3.09223e-05 -1.78368e-05 -3.02611e-05 -1.46677e-05 0.00084994 -0.000310002 0.00165573 -4.3456e-05 -1.26625e-05 -2.59399e-05 -6.79191e-06 -2.04555e-05 0.000963474 -4.17109e-05 -0.000267546 -0.00154491 -5.25967e-05 -0.000144515 -0.00172514
internal_weight=0 3091 66 45 3025 3004 2980 2960 2934 2903 2880 2857 2837 2814 2793 90 65 41 2703 2678 2656 2623 2601 55 2546 847 122 725 704 52
internal_count=3121 3091 66 45 3025 3004 2980 2960 2934 2903 2880 2857 2837 2814 2793 90 65 41 2703 2678 2656 2623 2601 55 2546 847 122 725 704 52
is_linear=0
shrinkage=0.1


Tree=1041
num_leaves=31
num_cat=0
split_feature=402 1210 402 402 12 403 129 1208 131 52 12 15 12 403 131 1203 403 3 403 1213 2 43 133 1213 43 1213 1186 1186 393 1186
split_gain=0.00355532 0.00592595 0.00425248 0.0152718 0.0136143 0.0505629 0.018297 0.0128675 0.0110775 0.011888 0.010334 0.0176577 0.0174398 0.0145253 0.00809447 0.009666 0.00673485 0.0111648 0.00617788 0.0115311 0.0308041 0.0368165 0.0119114 0.00901031 0.00719852 0.00668847 0.00742236 0.0220196 0.0165319 0.00859991
threshold=0.27918000000000004 -0.14310999999999999 -0.020594999999999999 -0.0088649999999999979 0.08598500000000002 -0.020569999999999995 0.080675000000000011 0.11846000000000001 0.10954500000000002 0.039215000000000007 0.096295000000000019 0.091915000000000011 0.10388500000000002 -0.072624999999999981 -0.076979999999999979 -0.054459999999999988 -0.088034999999999988 -0.083489999999999995 -0.5341999999999999 0.087530000000000011 0.089005000000000015 -0.0082299999999999995 -0.081654999999999991 0.085185000000000025 0.062770000000000006 0.067955000000000002 0.057025000000000006 0.084720000000000004 0.098330000000000015 0.093055000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 8 10 -10 11 16 13 -12 -5 -16 17 -6 -17 23 21 -21 -22 25 -23 26 28 -28 -20 -29
right_child=-2 2 3 14 6 -7 -8 -9 9 -11 12 -13 -14 -15 15 18 -18 -19 19 20 22 24 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.0014855147503247416 0.0010833816835656763 -0.00044328085732067354 -0.0025502914329990746 0.0018514214083552361 -0.0024971195799783647 0.0057974774506874384 -0.0027880462607191431 0.0026539623227325223 -0.00018223876142184491 0.0027586276809285796 0.003314681376097724 -0.0033515606846776791 -0.0016127122356780232 7.4977016887597505e-05 -0.0021200790122913368 -0.0015202741929830088 0.00086367411749961327 0.0007020105828996748 -3.2029825624252784e-05 0.0053736321032047275 0.00055779507645638661 0.0018624913814710453 -0.0028934983082581313 -0.0016134952117378516 -0.0007883820610697427 0.0017570557643748113 -0.0034456977173686031 0.0012809518771246078 0.0023702199392197335 -0.0011558554453326255
leaf_weight=27 30 37 24 23 24 20 21 21 27 28 25 24 26 31 22 27 32 20 2357 25 20 20 20 36 21 21 25 30 29 28
leaf_count=27 30 37 24 23 24 20 21 21 27 28 25 24 26 31 22 27 32 20 2357 25 20 20 20 36 21 21 25 30 29 28
internal_value=0 -1.05149e-05 2.48285e-06 -3.88623e-05 0.000338166 0.00174646 5.04503e-05 0.000281491 7.12717e-05 0.00131493 -0.000304559 -0.000986905 0.000527571 0.00152127 -1.65715e-05 -3.25968e-05 -0.000240172 -0.00104297 -1.53254e-05 1.1289e-07 0.00102189 0.00234901 -0.00116785 -4.27646e-05 0.000504727 -2.00553e-05 -3.51704e-05 -0.000964793 -2.83232e-06 0.000104562
internal_weight=0 3091 3064 2728 336 57 279 258 237 55 182 100 82 56 2704 2681 76 44 2659 2632 106 66 40 2526 41 2490 2469 83 2386 58
internal_count=3121 3091 3064 2728 336 57 279 258 237 55 182 100 82 56 2704 2681 76 44 2659 2632 106 66 40 2526 41 2490 2469 83 2386 58
is_linear=0
shrinkage=0.1


Tree=1042
num_leaves=31
num_cat=0
split_feature=3 3 0 12 43 42 133 133 31 159 474 0 0 43 156 52 16 0 1 2 52 1 16 16 43 52 16 52 150 151
split_gain=0.00353529 0.0230895 0.0150096 0.0143478 0.0382866 0.0161153 0.0135352 0.015842 0.0241628 0.0149735 0.0133241 0.0230611 0.0319453 0.0190383 0.0187072 0.0127763 0.0316089 0.0613406 0.0337116 0.0404437 0.0215361 0.0199847 0.0258186 0.0167436 0.0113063 0.016794 0.015926 0.0218825 0.0107052 0.010471
threshold=-0.017889999999999996 -0.014944999999999998 0.11070500000000001 0.082850000000000021 0.084740000000000024 0.097640000000000018 0.094195000000000015 0.087035000000000015 -0.019269999999999999 -0.22563499999999997 0.086515000000000009 0.047850000000000011 -0.026509999999999995 -0.081154999999999991 0.094150000000000011 -0.080114999999999978 -0.095964999999999981 -0.23001499999999997 0.092235000000000025 0.10559 -0.089199999999999988 0.104035 -0.39185999999999993 -0.5335399999999999 -0.087324999999999986 -0.082554999999999976 -0.076669999999999988 -0.082554999999999976 0.11614000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 5 24 7 9 -9 -3 11 12 13 -11 -12 20 21 -18 -19 -20 -15 22 -17 28 26 -26 -1 -28 -23 -25
right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 14 -13 -14 15 -16 16 17 18 19 -21 -22 23 -24 29 25 -27 27 -29 -30 -31
leaf_value=0.0025843389640231771 0.0029105747266051675 -0.002062898632201333 -0.0025559267916140105 2.1927143593052405e-05 -0.0045866104475862811 -0.0030687882407801226 0.0019194633531009371 0.00091990299849948373 -0.0035340932081453502 0.0029427279081816475 -0.0031870369650423532 0.0030763577691686806 -0.0029730645995316861 8.1701078368014249e-05 0.00039455094936004443 0.00039238375797867771 0.0058331485750386493 -0.0022681654921013566 0.0054767601191997532 5.7364304739166981e-05 -0.0035738141488400287 -0.0028316185384755954 -0.00415237676165998 -0.00064369071541087966 -0.003159292920305313 -0.00010558802461607877 0.0017721369611815767 -0.0023306264479358036 0.00044026454444974662 0.0019347276642090747
leaf_weight=31 30 28 21 2172 24 20 41 21 29 30 25 32 28 83 35 25 30 28 21 40 20 20 25 21 23 83 26 26 20 63
leaf_count=31 30 28 21 2172 24 20 41 21 29 30 25 32 28 83 35 25 30 28 21 40 20 20 25 21 23 83 26 26 20 63
internal_value=0 0.000195059 7.63049e-05 -5.80717e-05 -0.000803812 -0.000369424 0.000159428 4.37847e-05 -0.00166341 0.000192495 0.000308157 0.000481729 0.000298847 0.000513903 -0.00109778 0.000329901 0.000666675 0.00192262 0.000604471 0.00192306 -0.000628108 -0.000192279 -0.00188 0.000488252 -8.37765e-05 -0.000768184 0.000790287 -0.000279245 -0.00119568 0.00129012
internal_weight=0 716 686 2405 233 209 665 624 50 574 546 486 454 426 60 396 293 119 89 61 103 174 50 124 189 106 83 52 40 84
internal_count=3121 716 686 2405 233 209 665 624 50 574 546 486 454 426 60 396 293 119 89 61 103 174 50 124 189 106 83 52 40 84
is_linear=0
shrinkage=0.1


Tree=1043
num_leaves=31
num_cat=0
split_feature=445 150 15 49 2 148 0 0 1374 0 150 1 160 40 120 40 4 33 2 33 2 2 9 12 150 42 457 13 51 447
split_gain=0.00348985 0.0054322 0.0130862 0.0124166 0.00779705 0.00425199 0.00720096 0.00929936 0.00858249 0.00804077 0.0142595 0.0140742 0.015263 0.00576046 0.0192088 0.00881873 0.0184311 0.00796818 0.011012 0.0214609 0.0380585 0.00984424 0.00733052 0.0111763 0.00612895 0.0170781 0.0126102 0.0076389 0.0428639 0.00863562
threshold=-1.0000000180025095e-35 -0.088479999999999989 -0.10203999999999998 0.24950500000000003 0.08919500000000001 -0.11174999999999997 -0.26343999999999995 -0.23194499999999998 -0.41674499999999998 -0.15599999999999997 0.097810000000000022 0.096125000000000016 -1.0000000180025095e-35 -0.24290999999999999 0.086165000000000019 -0.08440499999999998 -0.011884999999999998 -0.012019999999999998 -0.033169999999999991 0.085305000000000006 -0.15339499999999998 -0.0091949999999999983 -0.036024999999999995 -0.23059999999999997 0.11235000000000002 0.087550000000000017 0.10487 -0.17933499999999997 0.081440000000000026 0.086765000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -3 -7 -8 -9 10 11 12 -10 -11 15 16 -15 -17 19 20 -19 -20 -23 -24 26 -26 27 28 -25 -29
right_child=1 5 4 -5 -6 6 7 8 9 13 -12 -13 -14 14 -16 17 -18 18 21 -21 -22 22 23 24 25 -27 -28 29 -30 -31
leaf_value=-0.0012012172209021326 -0.002112977710467848 -0.0014669553039129823 0.00078179549435963456 0.0011149523846912556 0.0034815256297588346 0.0015641109383632912 -0.001833146976839219 -0.0020664880541153251 -0.00044265704006344708 -0.001673473677198802 0.0031039043054492638 -0.00086797654288462724 0.0029407173115760087 0.000551492515951395 0.0025949347560526807 -0.0019029278805564075 -0.0026095118616910606 -0.00018398537029401941 -0.0022410180621955079 -0.0015094921492467015 0.004496687716164161 -0.0017529974963205559 0.0023002963590746123 0.0008184044351151516 0.0030510760843753815 -0.00037406290628840341 -0.0023222136961218594 -6.5917138763360585e-06 -0.0044568493632444499 0.0020304854092717591
leaf_weight=24 22 20 23 26 20 29 28 20 24 21 22 52 30 35 28 22 39 38 20 24 32 24 21 43 24 37 24 2304 24 21
leaf_count=24 22 20 23 26 20 29 28 20 24 21 22 52 30 35 28 22 39 38 20 24 32 24 21 43 24 37 24 2304 24 21
internal_value=0 9.30874e-06 0.000770495 -0.000364516 0.00203748 -1.37345e-05 -4.00093e-06 -1.93798e-05 -2.04093e-06 1.21526e-05 0.000787101 0.000306254 0.001437 -2.35156e-05 -1.09616e-05 -3.76692e-05 -0.00111444 -7.6913e-06 8.1263e-06 0.00107101 0.00195575 -3.11777e-05 -1.36532e-05 3.05784e-06 -1.64181e-05 0.000973533 -4.14128e-05 -1.85285e-05 -0.00107124 1.18077e-05
internal_weight=0 3097 91 48 43 3006 2986 2957 2929 2909 128 106 54 2781 2760 2732 74 2658 2636 94 70 2542 2522 2498 2477 61 2416 2392 67 2325
internal_count=3121 3097 91 48 43 3006 2986 2957 2929 2909 128 106 54 2781 2760 2732 74 2658 2636 94 70 2542 2522 2498 2477 61 2416 2392 67 2325
is_linear=0
shrinkage=0.1


Tree=1044
num_leaves=31
num_cat=0
split_feature=160 160 484 1212 1455 52 159 4 16 51 159 0 1 42 0 3 42 2 43 159 0 52 0 1447 1447 1456 43 1428 475 40
split_gain=0.00355293 0.0141055 0.0136612 0.0159067 0.0207387 0.0141254 0.0124613 0.0211242 0.0228818 0.0224144 0.0122378 0.0210374 0.0319353 0.0343446 0.0170345 0.0164077 0.0198732 0.0164436 0.016397 0.0139893 0.0118231 0.0114927 0.0106474 0.00914876 0.0345518 0.030684 0.0081517 0.00800416 0.0108495 0.00706028
threshold=-0.089549999999999991 -0.087874999999999995 -0.084519999999999984 0.087685000000000013 -0.092919999999999989 -0.070154999999999981 -0.088129999999999986 -0.068329999999999988 -0.061854999999999993 -1.0000000180025095e-35 -0.092414999999999983 -0.082974999999999979 0.081670000000000006 0.090310000000000015 -0.085384999999999975 0.088060000000000013 0.086950000000000013 0.086885000000000004 -0.080554999999999974 -0.10909999999999999 -0.07384499999999998 0.26746000000000009 -0.080604999999999996 -0.085684999999999997 -0.084149999999999989 0.086175000000000015 -0.078844999999999985 -0.020064999999999996 0.093020000000000005 -0.24452499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 7 -3 -9 -10 19 14 -13 -14 15 16 17 -12 -18 20 21 -7 26 25 -25 -8 -23 -26 29 -29
right_child=1 6 3 -5 5 10 23 8 9 -11 11 12 13 -15 -16 -17 18 -19 -20 -21 -22 22 -24 24 27 -27 -28 28 -30 -31
leaf_value=0.0024322541723786682 -0.002364176187144879 0.0012616553560032377 0.0031079089016202489 -0.0025060829050330955 0.0026154556356015662 -0.0025119135290151465 -0.00070553846364360183 -0.00010612248831118147 -0.0011652313818922267 -0.0058429172617338954 -0.00036004798096274181 -0.0041647387848405002 -0.0024809722212547273 0.0022035064103467198 0.0028245844899422745 0.002432127897627652 0.0030054804965038784 -0.0037356391980278274 -0.00077227845645716628 0.002661664560686664 0.0017248851524011512 0.0025480049333418721 -0.0016232091123643128 -0.004145951310638339 -0.0015956235327757896 0.0041776325709757985 3.7151649046470139e-06 -0.0018443570914678277 0.0021634884469676763 4.2508670206300729e-05
leaf_weight=27 26 28 24 22 21 20 31 36 20 21 31 33 34 29 22 20 20 27 27 28 37 20 23 20 30 22 34 20 24 2344
leaf_count=27 26 28 24 22 21 20 31 36 20 21 31 33 34 29 22 20 20 27 27 28 37 20 23 20 30 22 34 20 24 2344
internal_value=0 -4.65458e-05 0.000244575 0.000119433 0.000247791 8.66579e-05 -2.33338e-05 -0.00109048 -0.0019458 -0.00356112 -4.44649e-05 -0.000493292 -0.00164466 -0.000324625 0.000258624 -0.000192985 -0.000693006 -0.00193144 0.000835279 0.000628776 0.000203993 -0.000376141 0.000178605 2.16481e-05 -6.60822e-06 0.00132144 0.000946045 2.76295e-05 4.80222e-05 2.65453e-05
internal_weight=0 2622 499 472 450 426 2596 105 77 41 405 243 96 63 147 125 105 58 47 162 134 97 77 2491 2438 53 54 2418 2388 2364
internal_count=3121 2622 499 472 450 426 2596 105 77 41 405 243 96 63 147 125 105 58 47 162 134 97 77 2491 2438 53 54 2418 2388 2364
is_linear=0
shrinkage=0.1


Tree=1045
num_leaves=31
num_cat=0
split_feature=473 16 51 1426 155 1132 155 2 123 38 376 1 16 160 160 1375 12 158 49 1 151 2 39 12 43 12 16 159 39 0
split_gain=0.0032517 0.00622584 0.0147467 0.0196594 0.0108711 0.00479411 0.00687876 0.00957297 0.00471607 0.00645727 0.00652753 0.00670584 0.00621195 0.00561265 0.01386 0.0117391 0.0150702 0.0203995 0.0157502 0.0175309 0.0424578 0.0382195 0.0675671 0.0168711 0.0117528 0.0157399 0.0150282 0.0147795 0.00924021 0.0128935
threshold=-0.07576999999999999 0.62682500000000008 -0.21316999999999997 -1.0000000180025095e-35 0.11854500000000001 0.085705000000000017 0.104145 0.10467500000000002 -0.078164999999999998 0.10657000000000001 -1.0000000180025095e-35 0.16540500000000002 -0.56967999999999985 0.05259500000000001 0.069910000000000014 0.083830000000000002 0.089005000000000015 0.10254000000000001 0.036705000000000008 0.087325000000000014 -1.0000000180025095e-35 0.10276500000000001 0.08456000000000001 0.083645000000000011 -0.11180499999999999 0.091625000000000012 -0.061854999999999993 0.11208000000000001 0.10166000000000001 -0.061629999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 8 -8 -2 10 -10 12 -12 28 -15 16 17 18 19 20 23 22 -21 -16 -18 -26 -27 -28 -14 -30
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 11 -13 13 14 15 -17 24 -19 -20 21 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.001184636130726532 -0.0014858681971894666 0.00066904950960490267 0.00053688176674768337 -0.003459770404151641 0.0020132701356757295 0.0014683681685710326 3.4464905038475987e-05 -0.0026772048790324179 -0.0012809793864830565 0.0015869736626672631 0.0017214247840456665 0.0017607215453277936 -3.214509364571288e-05 0.0022101053474923699 -0.0011831280897604303 -0.0015351290808285813 0.0014097822204348631 0.0037634523308259396 0.0022047645688533439 0.0069282362422778869 -0.0039138677215481543 -0.0015511547828823127 -0.00010603346713145988 0.0027881148493970219 -0.0036353308928664774 0.0018514671370212456 -0.0034622064395807687 0.0002185367290318633 0.00015111423788532135 -0.0027569863498987011
leaf_weight=23 21 38 20 32 27 22 30 23 39 26 21 22 2304 36 20 37 22 21 43 22 31 37 36 23 20 20 20 24 31 30
leaf_count=23 21 38 20 32 27 22 30 23 39 26 21 22 2304 36 20 37 22 21 43 22 31 37 36 23 20 20 20 24 31 30
internal_value=0 -8.79492e-06 -0.000828346 -0.0019226 1.57262e-05 -2.36625e-06 -1.33011e-05 -0.0011423 7.2897e-06 1.81584e-05 3.89149e-06 2.1661e-05 7.98717e-06 -4.97005e-06 0.000335644 0.000156175 0.000340771 0.000790484 0.000495992 6.12157e-05 -0.00109278 0.000960119 0.00256214 0.000941025 -0.000647748 -0.00118663 -0.000421405 -0.00145453 -6.43075e-05 -0.0012791
internal_weight=0 3098 90 52 3008 2981 2959 53 2906 2885 2859 2820 2798 2777 412 376 339 233 212 169 74 95 58 43 106 84 64 44 2365 61
internal_count=3121 3098 90 52 3008 2981 2959 53 2906 2885 2859 2820 2798 2777 412 376 339 233 212 169 74 95 58 43 106 84 64 44 2365 61
is_linear=0
shrinkage=0.1


Tree=1046
num_leaves=31
num_cat=0
split_feature=130 13 0 4 129 0 130 1186 1204 1203 398 399 1186 1201 1211 42 1212 403 403 403 403 13 403 402 403 1 4 1213 133 12
split_gain=0.00331467 0.00838651 0.0103682 0.0154663 0.0115851 0.0106029 0.00645581 0.00805327 0.00560583 0.0101001 0.0104534 0.0111091 0.00864081 0.00730985 0.00519106 0.0227739 0.00825587 0.00934973 0.0103201 0.0137779 0.00666192 0.0112981 0.0058744 0.00544547 0.00506726 0.0181043 0.0216252 0.0116311 0.036746 0.011196
threshold=-0.070634999999999989 -0.013024999999999998 -0.081459999999999991 -0.076779999999999987 0.085790000000000019 -0.087974999999999984 -0.026574999999999998 -0.090804999999999983 0.057120000000000011 -1.0000000180025095e-35 0.10586000000000002 0.09141500000000001 -0.085584999999999981 -0.081779999999999978 0.11013500000000002 0.09858500000000002 0.11579500000000002 -0.55683499999999986 -0.5492149999999999 -0.53762499999999991 -0.52445499999999989 -0.06532499999999998 -0.44023999999999991 -0.43995499999999993 -0.15498499999999996 0.085475000000000009 -0.053309999999999989 0.060985000000000004 -0.054584999999999995 0.086420000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -2 -8 9 -9 11 12 -11 -14 16 -16 17 -15 -19 -20 21 -21 -22 -24 25 26 -25 -26 29 -29
right_child=6 2 3 -5 -6 -7 7 8 -10 10 -12 -13 13 14 15 -17 -18 18 19 20 22 -23 23 24 27 -27 -28 28 -30 -31
leaf_value=0.002255479318872941 -0.0014367788600793574 0.0013772454819288749 0.0028991863321236994 -0.00018310918296664591 -0.0027264684320834932 -0.0014978415919872732 0.0018973905704280534 0.0021234877980367112 -0.0016133260532197628 -0.0018393942548965035 0.0021440237923260694 -0.0020629550433821152 0.0018507753931252019 -0.0020733657451769845 -0.0029844884816878315 0.00080495514773896775 0.001571093345498384 0.0020609344840825847 -0.0021897799520078916 -0.00039803304593078793 -0.0012688718272083617 0.0029632324329577388 0.001440099509020981 -0.0043200730335056078 -3.1377863218116102e-05 0.0016298073831768262 -0.00013604341462875407 0.0014294958891696297 0.0047886232845485216 -0.0012707853486062959
leaf_weight=22 32 29 27 41 20 23 22 22 22 26 22 27 21 22 29 35 33 24 29 20 37 20 26 21 2335 21 30 28 21 34
leaf_count=22 32 29 27 41 20 23 22 22 22 26 22 27 21 22 29 35 33 24 29 20 37 20 26 21 2335 21 30 28 21 34
internal_value=0 0.000440441 0.000155221 0.00104074 -0.000681106 0.000105572 -2.41134e-05 -8.66914e-06 -2.3104e-05 -1.09691e-05 -2.73823e-05 -4.4209e-05 -2.48256e-05 -7.89132e-06 -2.20078e-05 -0.000912136 -9.16238e-07 -2.03601e-05 -3.29055e-06 -2.21851e-05 2.05723e-06 0.0012826 -1.80061e-05 3.88978e-07 -1.46441e-05 -0.000841346 -0.00185888 9.97228e-06 0.00117326 -5.13035e-05
internal_weight=0 162 140 68 72 52 2959 2927 2905 2883 2861 2839 2812 2786 2765 64 2701 2668 2646 2622 2593 40 2553 2516 2490 72 51 2418 83 62
internal_count=3121 162 140 68 72 52 2959 2927 2905 2883 2861 2839 2812 2786 2765 64 2701 2668 2646 2622 2593 40 2553 2516 2490 72 51 2418 83 62
is_linear=0
shrinkage=0.1


Tree=1047
num_leaves=31
num_cat=0
split_feature=394 393 392 51 51 2 3 2 2 160 13 2 2 15 13 0 43 16 15 16 48 1375 3 1373 131 151 151 457 457 49
split_gain=0.00335354 0.00504721 0.00500981 0.00383334 0.0153824 0.0146046 0.0647266 0.0231087 0.0184286 0.0295212 0.0225386 0.0176627 0.0164247 0.020649 0.0127642 0.019323 0.0127517 0.0127122 0.0156421 0.0222407 0.0141758 0.00808127 0.00792994 0.00687689 0.0246921 0.0122739 0.00647489 0.0132257 0.0179015 0.0136047
threshold=-0.16013499999999997 -0.087924999999999989 0.091685000000000003 0.082455000000000014 0.045645000000000005 0.089125000000000024 0.088060000000000013 0.087815000000000018 0.083865000000000009 -0.016279999999999996 -0.0090849999999999976 0.092875000000000013 0.094565000000000024 0.040760000000000005 0.10002500000000002 -0.019414999999999998 -0.079914999999999986 -0.083134999999999987 -0.072289999999999979 -0.071854999999999988 0.091840000000000019 0.097315000000000026 -0.072894999999999988 0.081220000000000014 0.089005000000000015 -0.54526999999999981 -0.10142999999999999 0.093680000000000013 0.064110000000000014 0.27293500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 21 6 7 8 10 -10 16 22 -13 14 15 17 -5 20 19 -19 -14 23 -7 25 -25 -3 27 28 29 -27
right_child=1 2 -4 5 -6 11 -8 -9 9 -11 -12 12 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00094637072682884091 0.001260708970221458 0.0021774002180900425 0.0015018401720391756 0.0025993369314819578 -0.0022744566138323033 0.0012861129301419514 -0.0058281198097392926 -0.0026884715447364296 -0.00027784641788457519 0.0045857715859221153 -0.0026817978080362083 -0.002280916212674294 0.0010543457395397128 0.0026714773160142029 0.0023335322717447644 -0.0025701415072295016 -0.00053491200130708792 0.0045914154732599856 -0.00096871823665093293 0.00027128341607749465 -0.0020824823934269851 0.0017557211052626372 0.0038038465576061171 -0.002982666360725078 0.0014584300953737555 0.0010557689680416812 -1.5254521547769599e-05 0.0011829315014183521 -0.0036053092348783352 -0.0021629126897702616
leaf_weight=37 32 25 22 25 31 29 20 23 24 26 25 22 25 39 23 28 27 22 22 26 34 25 22 31 21 29 2331 25 26 24
leaf_count=37 32 25 22 25 31 29 20 23 24 26 25 22 25 39 23 28 27 22 22 26 34 25 22 31 21 29 2331 25 26 24
internal_value=0 1.1354e-05 -1.7454e-06 -1.26625e-05 -6.03705e-05 0.000252519 -0.000484351 0.000228152 0.000756359 0.00225123 -0.00021434 0.000681519 0.000323741 0.000585397 0.000133412 -0.000188898 0.000971938 0.000327961 0.00123932 0.00225134 -0.000753318 -3.33162e-05 0.00237219 -5.11211e-05 -0.00118915 -2.70653e-05 -4.96984e-05 -0.000821705 -0.00145608 -0.000401747
internal_weight=0 3084 3052 3030 2568 462 170 150 127 50 77 292 241 219 180 157 52 129 70 48 59 2537 51 2512 52 2460 2435 104 79 53
internal_count=3121 3084 3052 3030 2568 462 170 150 127 50 77 292 241 219 180 157 52 129 70 48 59 2537 51 2512 52 2460 2435 104 79 53
is_linear=0
shrinkage=0.1


Tree=1048
num_leaves=31
num_cat=0
split_feature=48 147 3 33 3 13 3 13 43 52 33 9 50 160 42 3 15 0 0 0 475 159 52 160 49 3 13 0 3 13
split_gain=0.00353368 0.00905828 0.00434672 0.0146465 0.0162933 0.0138513 0.0116594 0.0246171 0.0148193 0.0149154 0.01109 0.015546 0.0125038 0.0126726 0.0135596 0.0212459 0.0311674 0.0444475 0.0178659 0.0171869 0.0123022 0.0147553 0.0121162 0.0120402 0.0145439 0.0170447 0.0189706 0.0316677 0.0100609 0.0143436
threshold=-0.14001 0.11204500000000002 -0.0049599999999999991 0.085305000000000006 -0.0087149999999999988 -0.16152999999999998 -0.017889999999999996 -0.0044799999999999987 -0.078139999999999973 -0.081429999999999989 1.0000000180025095e-35 -0.084244999999999987 0.11875500000000001 0.10830500000000001 0.086375000000000021 0.086245000000000016 -0.099734999999999976 -0.098289999999999975 -0.10474999999999998 0.056435000000000006 -0.011519999999999997 0.10382000000000001 -0.069804999999999992 0.088405000000000011 0.006170000000000001 0.095270000000000007 -0.39067499999999994 -0.17169499999999996 -0.045649999999999989 -0.043669999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 28 8 9 -8 11 -4 13 14 15 16 -13 -18 -16 20 22 23 -17 24 25 -22 -27 -28 -7 -30
right_child=1 -3 10 -5 -6 6 7 -9 -10 -11 -12 12 -14 -15 18 19 17 -19 -20 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0010454437405314821 -0.0024956183650911871 -0.0020806466804407092 -0.0025071421793351574 -0.0025640690820696562 -0.0021118529137802888 2.202750648553965e-05 0.00095644109416753069 0.004226599535904825 0.002164693120910131 -0.002533676477469271 0.0022744718553999867 -0.00023003348888938919 -0.0014987593915508557 -0.0016123017872250159 -0.0033017486392054709 -0.0026961277834036284 0.006713830315042287 0.00091269891210166469 0.00042594055088961293 0.0031077017783120806 -0.0032397078549755475 0.0026356162636407784 0.00016027866323852462 0.0024218359518618812 0.0016159533069947281 -0.0018887458307098746 -0.0013175978107028642 0.0030974245030489385 -0.0034179737074009607 -0.00038137988761133913
leaf_weight=32 22 21 21 23 37 2253 25 20 27 24 26 34 37 29 20 27 25 28 36 21 21 28 33 21 37 38 32 33 20 70
leaf_count=32 22 21 21 23 37 2253 25 20 27 24 26 34 37 29 20 27 25 28 36 21 21 28 33 21 37 38 32 33 20 70
internal_value=0 -1.08301e-05 3.33748e-06 -5.21072e-05 -2.89787e-05 2.33637e-06 2.48681e-05 0.00110502 0.000283546 -0.000753004 0.00025887 0.000158283 0.000270231 0.000411597 0.000546835 0.000761977 0.00213311 0.00364908 -0.000905377 0.000352052 0.000137724 0.000498532 -0.0011251 0.00016975 -0.000124 -0.00064318 -0.000113791 0.000923875 -1.93889e-05 -0.00105618
internal_weight=0 3089 3068 2521 2498 2461 2439 96 76 49 547 521 500 463 434 378 87 53 56 291 270 210 60 182 161 124 103 65 2343 90
internal_count=3121 3089 3068 2521 2498 2461 2439 96 76 49 547 521 500 463 434 378 87 53 56 291 270 210 60 182 161 124 103 65 2343 90
is_linear=0
shrinkage=0.1


Tree=1049
num_leaves=31
num_cat=0
split_feature=3 1 129 401 51 132 43 13 1 14 2 52 4 4 0 2 3 16 16 158 0 159 2 158 13 159 106 9 11 160
split_gain=0.00307303 0.0120479 0.0117153 0.0159318 0.0092566 0.00945251 0.0137429 0.0117356 0.0240622 0.00920277 0.0239442 0.00872299 0.011534 0.00568361 0.0137177 0.0194458 0.0158015 0.0209677 0.00762677 0.00669562 0.0150562 0.0147267 0.00933589 0.00731858 0.0165716 0.0257888 0.00809824 0.0127264 0.0128256 0.00955166
threshold=-0.13309499999999996 0.12408500000000001 0.085135000000000016 0.080190000000000011 0.10532000000000001 0.081240000000000021 -0.012164999999999999 0.10820000000000002 0.087865000000000013 0.018475000000000002 0.087955000000000019 -0.56022499999999986 0.24564500000000003 -0.10429499999999998 -0.033209999999999996 0.095195000000000016 0.11658 0.18438500000000005 0.16703000000000004 0.11817500000000002 -0.082844999999999988 0.13685500000000003 0.087855000000000003 0.10667500000000002 -0.085384999999999975 0.11084000000000001 0.088100000000000012 -0.090799999999999978 -0.011194999999999998 -0.089549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8 13 -11 -10 -13 14 -2 18 17 -17 -16 21 -21 23 -22 26 -25 -26 27 -15 -29 -30
right_child=9 -3 -4 -5 -6 -7 7 -9 11 10 -12 12 -14 19 15 16 -18 -19 -20 20 22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.0026807756628841163 0.0020445684100882824 0.0024994884860580387 0.0021073688683962383 -0.0021716028544688016 0.0019133481513043599 0.001377229317306326 -0.003087708954430687 0.00207347074503322 -0.00088886801515602402 -0.0040619595139287411 0.00037605754370170254 0.0022519018336398795 -0.00056039242912083863 -0.0024926646767805022 0.00027904142334591599 4.3573947773585401e-05 0.0014587269286857919 -0.0036649316642433406 0.0024798625920260339 0.003156599932637099 0.0014679455532408928 -0.0027777545433491473 -0.0012511214623892946 0.0012109103562709476 -0.0047370324332621843 0.00010991508657436658 0.0019788796640932563 0.0024403108078764665 0.00042802900737127581 -0.00012866285779159178
leaf_weight=22 45 23 27 32 28 39 26 23 36 20 31 35 25 21 32 31 20 30 31 21 23 20 28 21 21 23 20 21 365 1981
leaf_count=22 45 23 27 32 28 39 26 23 36 20 31 35 25 21 32 31 20 30 31 21 23 20 28 21 21 23 20 21 365 1981
internal_value=0 0.000295637 0.000122639 -7.88187e-05 0.000207374 -2.45059e-05 -0.000351857 1.49586e-06 -0.000389122 -3.33053e-05 -0.00136434 0.000341745 0.00108011 -8.6565e-06 0.000520572 4.43225e-05 -0.000980526 -0.00178028 0.00136199 -4.76523e-05 0.000903055 -7.51095e-05 -2.48756e-05 -5.32523e-05 -0.00110032 -0.0022034 -2.49885e-05 -4.17713e-05 -2.0027e-05 -4.20505e-05
internal_weight=0 316 293 266 234 206 167 145 122 2805 51 96 60 2754 189 144 81 61 63 2565 72 2493 51 2473 65 44 2408 2388 2367 2346
internal_count=3121 316 293 266 234 206 167 145 122 2805 51 96 60 2754 189 144 81 61 63 2565 72 2493 51 2473 65 44 2408 2388 2367 2346
is_linear=0
shrinkage=0.1


Tree=1050
num_leaves=31
num_cat=0
split_feature=52 1 52 474 157 1425 1428 157 4 156 156 1 474 2 43 475 475 3 2 42 51 43 475 1419 474 0 0 1 16 1
split_gain=0.00300592 0.0130794 0.0090245 0.00785382 0.0146693 0.00476723 0.00599695 0.00604515 0.00747098 0.00558975 0.0157103 0.0106987 0.0506495 0.0151255 0.0110609 0.0105069 0.00689102 0.015858 0.0386104 0.0227622 0.0402205 0.0210111 0.0148892 0.0457597 0.00856368 0.00647312 0.0287589 0.024797 0.0231453 0.024414
threshold=-0.56176499999999996 0.098420000000000021 -0.55327499999999985 -0.25711499999999993 0.23903500000000003 0.082985000000000017 0.090025000000000008 0.10119000000000002 -0.033174999999999989 0.089300000000000004 0.088305000000000008 0.090405000000000013 0.088585000000000011 0.085235000000000019 -0.082064999999999985 -0.010194999999999997 -0.082549999999999998 -0.086769999999999986 0.086950000000000013 0.083715000000000026 -0.023524999999999997 -0.086304999999999979 -0.0095899999999999978 0.086505000000000012 0.081755000000000008 -0.14226499999999997 -0.14001499999999997 0.096325000000000008 -0.039889999999999988 0.087325000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 7 9 -9 10 16 13 -13 -11 -15 -16 17 18 -5 -19 -21 -20 23 -18 25 27 -27 28 29 -24
right_child=2 -3 3 4 -6 -7 -8 8 -10 11 -12 12 -14 14 15 -17 22 19 21 20 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00084166254455340104 -0.0017407235371259353 0.0019022854743525387 -0.0019248785262572625 0.0030327716517993914 0.0025315292564261219 0.0010946678797690531 -0.0015925204808202881 -0.002587103918194771 -0.00015136156922808904 -0.0022798635172657667 -0.0027455224489260997 0.005769175216555596 -7.0158915135950331e-06 -0.001354921709280461 -0.00011654269183054567 0.002908977687669297 -0.004759393732708235 -0.00076879064673212943 -9.0782090758337937e-05 0.0063456531779957004 0.00069412117248729757 -0.004465776925817842 -0.00036862990537525603 0.00077902352720099911 0.0015530149451764633 -0.0032109946819375563 -4.0198630346767408e-05 -0.00038874593157666977 0.004123137941888462 0.0028403355482009215
leaf_weight=32 30 38 21 21 23 39 24 20 34 25 21 20 63 20 22 24 26 27 23 20 34 21 66 35 35 29 2098 167 26 37
leaf_count=32 30 38 21 21 23 39 24 20 34 25 21 20 63 20 22 24 26 27 23 20 34 21 66 35 35 29 2098 167 26 37
internal_value=0 0.000647909 -1.48652e-05 2.27344e-06 1.57635e-05 -3.67304e-06 -1.82528e-05 -5.28696e-06 -0.00105349 1.45043e-05 -2.10781e-05 0.000563782 0.00138484 -0.000185093 0.00060838 0.00146199 3.90293e-07 0.00066832 -0.000495094 0.00160192 0.00278728 -0.00217885 -3.83226e-05 -0.00158161 -2.28607e-08 -2.24563e-05 -8.343e-05 0.000415689 0.00145709 0.000784105
internal_weight=0 70 3051 3021 3000 2977 2938 2914 54 2860 2686 174 83 91 66 46 2665 146 65 81 54 44 2519 61 2458 2423 2127 296 129 103
internal_count=3121 70 3051 3021 3000 2977 2938 2914 54 2860 2686 174 83 91 66 46 2665 146 65 81 54 44 2519 61 2458 2423 2127 296 129 103
is_linear=0
shrinkage=0.1


Tree=1051
num_leaves=31
num_cat=0
split_feature=1420 156 11 0 11 52 15 155 33 34 9 52 0 484 3 0 0 159 13 16 43 4 0 52 13 16 1 1 16 4
split_gain=0.00305115 0.00707088 0.00478951 0.0122569 0.00741834 0.00717568 0.0103688 0.00459854 0.00434093 0.005656 0.0084824 0.0142725 0.0112584 0.014729 0.0177073 0.0303715 0.0118783 0.0169339 0.0278939 0.00917106 0.00729818 0.0386737 0.0107191 0.0175881 0.011284 0.0142567 0.0129337 0.0126177 0.0119323 0.00999522
threshold=0.056520000000000008 0.16414500000000004 0.097680000000000017 -0.040504999999999992 0.086595000000000019 -0.081934999999999994 -0.13843999999999998 0.11814000000000001 0.090175000000000019 -0.097449999999999981 -0.085744999999999988 -0.054584999999999995 0.047850000000000011 0.088000000000000009 0.084940000000000015 0.11070500000000001 1.0000000180025095e-35 0.014475000000000003 -1.0000000180025095e-35 0.11346000000000002 0.084740000000000024 -0.080924999999999983 -0.040504999999999992 -0.22660999999999995 -0.43167499999999998 -0.5435399999999998 0.098420000000000021 0.13265500000000002 -0.5335399999999999 -0.068329999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 -6 -7 8 9 -1 11 -11 16 14 15 -14 20 18 -18 -17 22 -22 24 -24 27 26 -26 -12 -27 -23
right_child=-2 -3 3 -5 5 6 -8 -9 -10 10 12 -13 13 -15 -16 19 17 -19 -20 -21 21 29 23 -25 25 28 -28 -29 -30 -31
leaf_value=0.0015190628007985653 -0.0011475234089986137 0.0018827168282587081 0.0003844734557248928 -0.0028817280475050213 0.0022708989239098236 0.0017460971383289213 -0.0014354058567550964 -0.0011353227229038668 0.0012881895916787192 0.00050020802882499993 -0.0034386016952339562 -0.0031908263907429175 -0.0018111798355786243 -0.0014015762684721268 0.0033704404875020224 0.0034383796770125624 -0.00014169890412383458 0.00061107291710666486 -0.0053017406759317967 0.00086411703077535467 -0.0044304019103393608 0.0012633519439813905 -0.00074181557343951587 0.00237732796704222 0.0036969151580706241 -0.0022672678971582135 0.00021982570836806428 -4.2489912036968318e-06 2.2466323514813091e-05 -0.00043506603730628459
leaf_weight=24 23 20 27 20 28 21 20 36 26 20 20 22 33 24 31 25 22 27 20 31 23 42 29 48 20 23 23 23 2172 198
leaf_count=24 23 20 27 20 28 21 20 36 26 20 20 22 33 24 31 25 22 27 20 31 23 42 29 48 20 23 23 23 2172 198
internal_value=0 8.51937e-06 -3.65865e-06 -0.0010054 1.18748e-05 0.00103689 0.000194144 -1.20029e-05 1.81784e-06 -9.71515e-06 -2.24727e-05 -0.00143319 -1.56578e-06 0.000859889 0.00131218 0.000595261 -4.76808e-05 -0.0013428 -0.00259886 0.00201334 -1.35857e-05 -0.000513238 4.21431e-05 0.00120259 2.96985e-06 3.37998e-05 0.00183708 -0.00160162 -1.52634e-06 -0.000137843
internal_weight=0 3098 3078 47 3031 69 41 2962 2926 2900 2876 42 2834 144 120 89 2690 69 42 56 2621 263 2358 77 2281 2238 43 43 2195 240
internal_count=3121 3098 3078 47 3031 69 41 2962 2926 2900 2876 42 2834 144 120 89 2690 69 42 56 2621 263 2358 77 2281 2238 43 43 2195 240
is_linear=0
shrinkage=0.1


Tree=1052
num_leaves=31
num_cat=0
split_feature=1456 13 3 159 43 1456 403 133 1208 403 403 1444 0 1366 454 0 1 16 16 1375 1371 151 52 151 457 2 2 2 157 483
split_gain=0.00301568 0.0239582 0.0229788 0.0165634 0.00796491 0.00528021 0.00537551 0.0235254 0.0191907 0.0501866 0.028833 0.00447992 0.0142606 0.00450423 0.00825838 0.0085555 0.0254716 0.00738934 0.00509151 0.0269988 0.0242411 0.0150058 0.0270183 0.0120736 0.0261716 0.0122412 0.0350876 0.0260982 0.0220237 0.020384
threshold=0.088910000000000017 -0.085744999999999988 -0.086049999999999988 -0.085059999999999983 -0.022084999999999997 0.087500000000000008 -0.54856499999999986 0.40431 0.099975000000000008 -0.52917499999999984 -0.53101999999999994 -0.081774999999999987 -0.089269999999999988 -0.079979999999999982 -0.037229999999999992 -0.24955499999999997 0.10638500000000002 -0.0073349999999999986 -0.010264999999999998 -0.15308499999999997 0.083235000000000017 -0.10380999999999999 -0.015069999999999998 -0.14575499999999997 1.0000000180025095e-35 0.10060500000000001 0.10613000000000002 0.098260000000000014 -0.04831499999999999 -0.095689999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 7 -1 10 -10 -8 12 -12 17 -15 16 -16 -13 20 -20 21 22 -17 24 -21 27 28 29 -27 -25
right_child=1 2 3 4 -6 -7 8 -9 9 -11 11 13 -14 14 15 18 -18 -19 19 23 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0033587440052424036 -0.0030657482952977134 0.0032762533705681567 -0.0025383925531059504 -0.00041182097353923482 0.0020148734842050111 0.0016009178162286327 -0.0035335355790068763 0.0010317800141190394 0.00527710921257191 -0.0010076898861572975 -0.00094565162064761614 -0.00028147843119728826 0.0024565792897192299 -0.0019873092638417371 0.0037806583061121106 0.00055146255562531536 -0.0010883626173294728 0.0022533817623574897 -0.0038355077663436532 -0.00083559314295163624 0.0032421651073188209 9.7249287284456901e-05 -0.003844379826397118 0.001696665219238235 0.0040471989040573439 -0.00043909095804251381 -0.00023545447602701651 -0.0037814136164303382 0.0034315854092413674 -0.00052252802923939896
leaf_weight=23 28 20 27 38 21 21 23 26 24 27 22 23 28 21 22 29 21 23 20 23 24 1608 27 45 21 21 277 23 49 516
leaf_count=23 28 20 27 38 21 21 23 26 24 27 22 23 28 21 22 29 21 23 20 23 24 1608 27 45 21 21 277 23 49 516
internal_value=0 -0.0004641 0.000223128 -0.000486901 0.000451918 2.082e-05 9.63253e-06 -0.00102908 2.70809e-05 0.00194986 -7.13471e-06 2.1394e-05 0.000959598 4.59841e-06 -1.18349e-05 3.38337e-06 0.00140276 0.000985952 -1.90443e-05 -0.000198471 8.67198e-05 4.12085e-05 -0.00156796 -0.000123865 0.00149483 -0.000200366 0.000270046 -0.000479875 0.00227038 -0.000344518
internal_weight=0 134 106 86 59 2987 2966 49 2917 51 2866 2843 50 2793 2747 2726 43 46 2683 995 1688 1664 56 975 44 931 347 584 70 561
internal_count=3121 134 106 86 59 2987 2966 49 2917 51 2866 2843 50 2793 2747 2726 43 46 2683 995 1688 1664 56 975 44 931 347 584 70 561
is_linear=0
shrinkage=0.1


Tree=1053
num_leaves=31
num_cat=0
split_feature=1208 0 1208 48 48 124 48 51 43 48 48 40 15 1375 2 4 2 1 3 376 0 16 133 15 49 52 1425 0 154 157
split_gain=0.00335017 0.025171 0.0038785 0.00329051 0.01282 0.0080499 0.0123256 0.0284947 0.0186245 0.0162067 0.0371351 0.0158158 0.0132095 0.0124343 0.0123913 0.0137202 0.0155731 0.0155688 0.0237279 0.0116842 0.0110108 0.00977918 0.00829153 0.0121639 0.0106623 0.0101281 0.00700453 0.00591553 0.00821809 0.0119661
threshold=0.098655000000000007 -0.071719999999999992 1.0000000180025095e-35 0.083685000000000009 0.084855000000000014 -0.086724999999999983 0.089575000000000016 0.089355000000000004 -0.23714499999999997 0.08790000000000002 0.086260000000000017 -0.072979999999999975 -0.086254999999999984 0.093520000000000006 0.099515000000000006 0.033845000000000007 0.11389000000000002 0.10205500000000002 0.11924500000000002 0.083705000000000016 -0.082974999999999979 0.0047850000000000011 -0.081654999999999991 -0.096999999999999989 -0.004729999999999999 -0.026204999999999996 0.10129000000000002 -0.24955499999999997 0.085530000000000009 0.63604500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 26 -5 19 7 9 -8 10 -7 12 -10 14 20 16 21 -17 -19 -6 22 -16 -13 24 -24 -25 27 -1 29 -29
right_child=1 -3 -4 4 5 6 8 -9 11 -11 -12 13 -14 -15 15 17 -18 18 -20 -21 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.0013440516506952624 -0.0028520427846039334 0.0010458170923221906 0.0012085694336780796 0.0027048200441640805 0.00064689957769587642 0.0021396568827331069 -0.0027053211303912882 0.0045066775665396734 0.0037720204508375557 0.0022788029537407746 -0.0031628481370197348 -0.001577726344112307 0.00022512498267349742 -0.002116120380728885 0.0042804679711875709 -0.0024827951990553866 0.00029649517875021469 0.0027116667103165622 -0.0018077465511548024 -0.0025959025546908382 -0.0020221729989390118 0.0013643692070415812 -0.00011186394840478897 -0.0023176251677796246 0.0026769562501958092 0.00075932103442028171 -0.0016192367300391199 -4.2602282293538429e-05 0.0019722088673734105 -0.0024990798579528927
leaf_weight=31 30 37 27 20 20 25 24 21 21 29 28 28 21 27 23 23 52 26 21 25 37 23 26 23 29 20 28 2336 20 20
leaf_count=31 30 37 27 20 20 25 24 21 21 29 28 28 21 27 23 23 52 26 21 25 37 23 26 23 29 20 28 2336 20 20
internal_value=0 -0.000699493 1.53458e-05 4.70257e-06 0.000216156 0.000129139 0.000238761 0.00121997 4.01038e-07 0.000378256 -0.000661667 0.000162744 0.00199857 -5.26321e-05 0.000115689 0.000718365 0.00148213 -0.000350909 0.000692354 -0.00115466 -0.000505475 0.00282242 -6.00955e-05 0.000373513 0.0013586 -0.000886487 -4.67061e-05 -2.84133e-05 -4.632e-05 -6.34552e-05
internal_weight=0 67 3054 3027 592 572 527 103 424 82 53 400 42 358 331 168 98 70 47 45 163 46 126 98 55 43 2435 2407 2376 2356
internal_count=3121 67 3054 3027 592 572 527 103 424 82 53 400 42 358 331 168 98 70 47 45 163 46 126 98 55 43 2435 2407 2376 2356
is_linear=0
shrinkage=0.1


Tree=1054
num_leaves=31
num_cat=0
split_feature=473 16 154 12 130 15 2 2 10 142 8 9 49 376 123 9 151 150 49 0 13 133 1213 13 16 13 13 2 133 4
split_gain=0.00372733 0.00480377 0.00407609 0.00374132 0.00750457 0.00409663 0.00524213 0.0140678 0.0140651 0.00482305 0.00602673 0.010077 0.00572807 0.00501375 0.00610983 0.0115177 0.00489639 0.00635308 0.0212469 0.0153907 0.00853281 0.0213033 0.0312464 0.0632262 0.0179864 0.0173943 0.0257434 0.0291386 0.0209662 0.0239398
threshold=-0.07576999999999999 0.64105000000000001 0.085530000000000009 0.23631000000000002 -0.22562499999999999 0.23208000000000004 0.25063000000000007 0.16394500000000004 -0.4066499999999999 -0.06316999999999999 0.089545000000000013 0.088235000000000022 -0.18481499999999998 -0.11750499999999998 -0.043329999999999994 0.037245000000000007 0.26665000000000005 0.11188000000000002 -0.043469999999999995 -0.21861499999999998 -0.084419999999999981 0.11269500000000002 0.039620000000000009 -0.090639999999999984 0.24134000000000003 -0.08231999999999999 -0.081029999999999977 0.084985000000000019 0.091410000000000005 -0.008819999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 9 -8 -6 11 12 -11 -14 -15 16 17 20 19 -19 21 22 24 -24 -16 28 27 -27 29 -22
right_child=1 -3 -4 -5 5 -7 8 -9 -10 10 -12 -13 13 14 15 -17 -18 18 -20 -21 25 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012683206619998524 0.001749147995375097 -0.0011268434016720244 -0.0013217713687639766 -0.0013156313685439751 0.0015437339781783522 0.0013689065973845904 0.00073739503277465708 0.0025937352407102783 -0.0030129500676412137 -0.0013613654604752458 0.0013501860426913483 -0.001767175177563772 0.0015831160428933799 -0.0017474117595702408 -0.00053888007373643638 0.0023977824178291487 -0.0013765065740489473 -0.0023988213995471599 0.0034516116148670729 0.00082538072877612562 -0.00056380183221704826 -0.0035359578533098106 -0.00046388706250581895 0.0065486703161150217 0.0018919627284049057 -0.0046390850692987441 7.337349234409803e-05 -0.00021972423969969358 0.0039940863699567597 0.0023442874713509813
leaf_weight=23 25 38 23 21 20 22 20 21 20 31 32 33 20 20 624 20 26 20 23 57 69 20 36 20 32 25 1673 37 22 48
leaf_count=23 25 38 23 21 20 22 20 21 20 31 32 33 20 20 624 20 26 20 23 57 69 20 36 20 32 25 1673 37 22 48
internal_value=0 -9.4162e-06 4.46035e-06 1.45043e-05 2.37658e-05 9.34436e-06 -7.29867e-07 1.47983e-05 -0.00113778 -3.82542e-06 -1.45426e-05 -2.98337e-05 -9.52468e-06 5.48501e-06 -5.8976e-06 6.75875e-06 -1.07451e-05 2.37753e-06 0.000784573 -1.20744e-05 -2.76377e-05 -0.000317164 -0.000226748 0.0020406 -0.000420302 8.54537e-05 -7.79868e-07 -0.00200172 0.00116182 0.00062926
internal_weight=0 3098 3060 3037 3016 2991 2969 2929 40 2908 2888 2856 2823 2792 2772 2752 2732 2706 100 77 2606 732 712 56 656 1874 1735 62 139 117
internal_count=3121 3098 3060 3037 3016 2991 2969 2929 40 2908 2888 2856 2823 2792 2772 2752 2732 2706 100 77 2606 732 712 56 656 1874 1735 62 139 117
is_linear=0
shrinkage=0.1


Tree=1055
num_leaves=31
num_cat=0
split_feature=43 43 2 43 43 43 1371 4 401 133 133 484 133 3 52 130 42 12 52 43 15 15 12 151 4 11 11 11 16 472
split_gain=0.00308299 0.0166974 0.020672 0.00981636 0.0292746 0.0269983 0.0121714 0.00988796 0.00838561 0.00980995 0.0437564 0.0172439 0.0252084 0.015558 0.0231224 0.0151856 0.01689 0.0290465 0.00961558 0.0177607 0.0107545 0.00947892 0.0119747 0.00790343 0.00800488 0.00658775 0.00854083 0.0120847 0.0144367 0.0126313
threshold=-0.088704999999999992 -0.090869999999999992 0.090175000000000019 -0.085739999999999997 -0.085474999999999982 -0.086304999999999979 0.083235000000000017 -0.0070899999999999991 0.11769000000000002 0.089200000000000015 0.09389500000000002 0.090535000000000018 0.085760000000000017 -0.15447499999999995 0.088185000000000013 0.087665000000000007 0.090395000000000017 0.090840000000000018 -0.075329999999999994 -0.23714499999999997 0.084655000000000022 -0.033689999999999991 0.091325000000000003 -0.53100499999999984 -0.52556499999999995 0.099410000000000012 0.095720000000000013 0.090070000000000025 0.6352000000000001 -0.088954999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 5 -5 7 23 -2 9 11 -11 12 13 -1 18 16 17 -12 21 -20 -21 -15 -23 -6 -25 26 27 28 29 -26
right_child=3 2 -4 4 6 -7 -8 -9 -10 10 15 -13 -14 14 -16 -17 -18 -19 19 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0017535846482803067 0.00094710424003240318 0.00042629536220397898 0.0043178706086196362 0.0037085272881778931 0.0019620907650096343 -0.0043121650116518138 -0.0021525792510214228 -0.0014189995509558215 0.0019809248147621044 -0.0042129166392159871 0.0037728066891319148 -0.0025806078380264811 0.002974569385073015 0.001697959358298636 0.0026488586901065835 -0.0018839620872430744 -0.001424660581437036 -0.00018753596510657152 -0.0025642993565484443 0.0014364770583675376 -0.0012198094882208991 -0.0020817145150864406 0.0011574400346726179 0.0015891361824227112 0.0021023853776838491 0.001667685358023102 -0.0021285216743126513 0.0022276855787545769 -0.0022930285973667072 -7.3518402986265841e-05
leaf_weight=38 38 39 21 21 20 20 27 33 21 29 31 20 35 47 39 31 29 46 34 35 27 21 25 30 27 22 20 23 29 2243
leaf_count=38 38 39 21 21 20 20 27 33 21 29 31 20 35 47 39 31 29 46 34 35 27 21 25 30 27 22 20 23 29 2243
internal_value=0 0.000210713 0.00178835 -4.68801e-05 -9.18134e-06 -0.00106682 -4.11649e-05 -0.000152634 2.4378e-05 -5.99906e-05 -0.00068411 0.000262763 0.000451691 0.000119733 0.000431953 6.2864e-05 0.000632219 0.00140689 -2.5504e-05 -0.000727545 0.000279707 0.000699184 -0.000321304 -1.75492e-05 -3.40876e-05 -5.46869e-05 -7.08663e-05 -5.31432e-05 -7.59614e-05 -4.76376e-05
internal_weight=0 568 60 2553 2462 91 2441 71 508 487 166 321 301 266 228 137 106 77 189 96 62 93 46 2414 2394 2364 2342 2322 2299 2270
internal_count=3121 568 60 2553 2462 91 2441 71 508 487 166 321 301 266 228 137 106 77 189 96 62 93 46 2414 2394 2364 2342 2322 2299 2270
is_linear=0
shrinkage=0.1


Tree=1056
num_leaves=31
num_cat=0
split_feature=47 47 47 15 1 1 12 4 131 1203 399 1201 1200 1203 1177 3 16 16 16 1 12 12 43 52 12 2 13 43 11 3
split_gain=0.00314173 0.01734 0.0137095 0.0109995 0.00913812 0.0159552 0.0158687 0.0146518 0.00490256 0.00515635 0.00748606 0.00475868 0.00588957 0.00979039 0.00595901 0.0062108 0.0150528 0.0218489 0.0272907 0.0185477 0.0105188 0.0220739 0.0194225 0.018587 0.0163694 0.014113 0.0123368 0.0108662 0.0108093 0.0100017
threshold=0.10397500000000001 0.10254000000000001 0.10783500000000001 -0.048699999999999993 0.11654500000000001 0.122715 0.092755000000000018 0.08184000000000001 -0.13752999999999996 -0.054459999999999988 0.10788500000000002 -0.081779999999999978 0.085780000000000009 0.089165000000000008 -0.078779999999999989 -0.094299999999999981 -0.11118499999999999 -0.082779999999999979 -0.076669999999999988 0.078340000000000007 0.089410000000000003 0.092855000000000007 -0.095049999999999982 -0.56176499999999996 0.096295000000000019 0.10584500000000001 0.030370000000000005 -0.0051099999999999991 0.079915000000000014 -0.092174999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 4 6 -6 -4 -7 -1 -10 11 -11 13 14 -13 16 19 -18 -19 -16 25 22 -22 -23 -25 26 27 -20 -28 -17
right_child=2 -3 3 -5 5 7 -8 -9 9 10 -12 12 -14 -15 15 29 17 18 20 -21 21 23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.0012038545287919769 0.0020641166727261569 -0.0029627074109157547 9.4710714041198408e-05 0.0018803854209922808 0.0028242002130441724 0.0010498219409354908 -0.0027420503059119891 -0.0020098691129784006 -0.0014238737447438046 0.0014085163169985883 0.0017876029224641135 0.0012527502594249591 -0.0014534512936169733 0.0015522493998734999 0.003170986191668947 -0.0020465475679547701 -0.0024320349962051427 0.0025787676731678882 -0.0023719702244681473 0.00043576480130201058 0.00036970466996232671 0.0024507145195024182 0.0045891762879909951 -0.0033090562750917995 -0.00022392758535907457 -0.0029303959785745696 0.0026769447233527901 0.00056555834715254604 -0.00061080510145984602 -0.00010975964994307443
leaf_weight=33 39 20 49 27 21 34 33 29 26 23 23 35 29 39 35 27 35 42 34 85 24 21 20 21 95 26 20 20 20 2136
leaf_count=33 39 20 49 27 21 34 33 29 26 23 23 35 29 39 35 27 35 42 34 85 24 21 20 21 95 26 20 20 20 2136
internal_value=0 -2.8432e-05 0.000354052 8.49491e-06 -0.000295969 0.000437095 -0.00104691 -0.000358607 -7.97697e-06 -2.2078e-05 -9.10761e-06 -2.39352e-05 -3.5855e-05 -2.08238e-05 -4.35797e-05 -6.06302e-05 0.000257764 -5.20057e-05 0.000190854 0.00123354 -0.000142343 0.000338995 0.00228765 -0.000286849 -0.000782442 -0.000868361 -0.000298011 -0.001284 0.00103307 -0.000133936
internal_weight=0 2889 232 193 166 84 82 63 2869 2836 2810 2787 2764 2735 2696 2661 498 378 343 120 301 181 44 137 116 120 94 54 40 2163
internal_count=3121 2889 232 193 166 84 82 63 2869 2836 2810 2787 2764 2735 2696 2661 498 378 343 120 301 181 44 137 116 120 94 54 40 2163
is_linear=0
shrinkage=0.1


Tree=1057
num_leaves=31
num_cat=0
split_feature=132 132 131 132 132 158 479 481 479 481 12 481 42 481 1 1 1 12 0 2 1208 12 401 402 42 2 4 15 12 3
split_gain=0.00326721 0.00597111 0.00441109 0.00516625 0.00736866 0.00471552 0.00444744 0.00906042 0.00524966 0.00469155 0.0214562 0.0130137 0.00466433 0.0200046 0.0159038 0.0513483 0.0239159 0.0140596 0.026633 0.0176397 0.0140232 0.0152533 0.023359 0.024198 0.0141534 0.0177466 0.0334569 0.0316758 0.0189111 0.0180038
threshold=-0.43443999999999999 -0.26631499999999991 0.13707500000000003 0.13699000000000003 0.11942500000000002 0.14551500000000003 0.10713500000000002 -0.24785499999999996 0.091680000000000011 -0.087424999999999989 0.083985000000000018 -0.085804999999999979 0.087665000000000007 -0.081539999999999987 0.091785000000000019 0.094090000000000021 0.090475000000000014 0.10227500000000002 -0.067094999999999988 0.10497000000000002 0.097165000000000015 0.097575000000000009 -1.0000000180025095e-35 -0.020594999999999999 0.10755000000000002 0.10097500000000002 0.0012600000000000003 -0.086254999999999984 0.086655000000000024 -0.079979999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 9 10 -9 -11 -13 -14 16 -16 17 18 20 -20 21 22 -15 -24 25 26 28 -28 -25 -30
right_child=1 2 -4 -5 -6 -7 -8 8 -10 11 -12 12 13 14 15 -17 -18 -19 19 -21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.00090954872340751969 0.0014154316896262268 -0.0020632573921995408 0.0012251515920948365 -0.0013911400593955207 0.0016428926744049899 0.0015137091954238713 0.0010072542820125819 -0.0028408073928828043 0.0014466499366487067 0.0022995960413633538 0.00080369676055852329 -0.00012955428709133 0.003274428260046989 -0.0029947468254249545 -0.0041572349771740848 -5.1025803094729505e-05 0.0030105240748856555 -0.0010326388699856276 0.0048126433316307768 0.0010589661947902173 -0.0022848336174237458 0.0029999228869564834 0.0031834722970545829 -0.0018551707292932111 0.0026204492065257262 0.0019767522717498848 -0.0004784531649891977 -0.0056568192107425558 0.0015585275137477476 -0.00053469091980743594
leaf_weight=39 30 22 29 27 27 20 41 30 24 24 35 1865 20 22 34 292 33 75 21 31 22 20 28 37 21 37 27 21 94 73
leaf_count=39 30 22 29 27 27 20 41 30 24 24 35 1865 20 22 34 292 33 75 21 31 22 20 28 37 21 37 27 21 94 73
internal_value=0 1.15095e-05 -2.29048e-06 -1.40655e-05 -1.65526e-06 -1.66107e-05 -2.69893e-05 -4.15711e-05 -2.61598e-05 -3.85104e-05 -0.000878382 -1.89925e-05 -3.90596e-05 0.000146813 7.63715e-05 -0.000479281 0.000398689 0.000235758 0.000445295 0.00257487 0.000169827 0.000311939 0.000162607 0.000368115 0.000113825 -6.83176e-05 -0.000368586 -0.00274399 0.000190333 0.000643528
internal_weight=0 3082 3052 3023 2996 2969 2949 2908 2886 2862 65 2797 2773 908 888 326 562 529 454 52 402 380 360 338 310 289 252 48 204 167
internal_count=3121 3082 3052 3023 2996 2969 2949 2908 2886 2862 65 2797 2773 908 888 326 562 529 454 52 402 380 360 338 310 289 252 48 204 167
is_linear=0
shrinkage=0.1


Tree=1058
num_leaves=31
num_cat=0
split_feature=480 403 403 403 1208 3 403 42 0 42 0 42 1456 403 402 403 131 1446 154 157 1417 1429 0 1 1 1375 148 150 0 51
split_gain=0.00322266 0.0201304 0.0178798 0.0160958 0.0173875 0.0457128 0.0236626 0.00881167 0.0145074 0.0121812 0.0200862 0.00876495 0.00849775 0.00559401 0.0159488 0.00839538 0.0116944 0.00778651 0.00529672 0.0104714 0.00719459 0.00572011 0.00506881 0.036464 0.0173583 0.0238658 0.0119892 0.0202245 0.0104133 0.0407308
threshold=0.086995000000000017 -0.34918499999999997 -0.55327499999999985 -0.54856499999999986 0.099975000000000008 -0.080289999999999986 -0.52800499999999995 0.094725000000000018 -0.066689999999999985 0.088295000000000012 -0.082844999999999988 0.085010000000000016 0.086985000000000021 -0.41825499999999993 -0.45015499999999992 -0.23730999999999999 0.11669000000000002 0.11581000000000001 0.084190000000000001 0.63604500000000008 -0.061959999999999994 -0.14818499999999998 -0.15599999999999997 0.082535000000000011 0.087325000000000014 -0.012484999999999998 -0.063899999999999985 1.0000000180025095e-35 -0.14116499999999996 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 -5 9 -9 11 -11 12 -3 14 -8 16 -15 18 19 20 -17 -22 23 -23 -25 -26 -27 -28 29 -24
right_child=1 7 3 4 5 -7 13 8 -10 10 -12 -13 -14 15 -16 17 -18 -19 -20 -21 21 22 28 24 25 26 27 -29 -30 -31
leaf_value=0.0027449439008099337 -0.0033170417572061222 -0.0012674902301003429 -0.002690366084094752 -0.0027558313494908714 0.0054331668242368668 -0.00065005508232085659 -0.00098965009301900885 0.0029951183834451846 -0.00072616620629560201 -0.0041448713466525084 0.00010689907308551483 0.00191451294509613 0.00094727907038759439 -0.0030674044353266559 0.0022799121116829179 0.0017334056754407358 0.0003113423596369103 0.0016814926576833905 0.0015870139202369109 -0.0022869286127388476 -0.0012757360253350012 0.0044357609414007694 -0.00013683747878802993 -0.0023566323999637882 0.0036605544388294223 0.0017781192308356022 0.00044910085035135619 -0.0024143114440596187 1.9889863514258679e-05 -0.0050533399824053051
leaf_weight=24 21 41 22 31 21 30 25 22 20 20 25 23 30 21 37 24 20 28 21 20 35 21 107 26 20 29 74 37 2226 20
leaf_count=24 21 41 22 31 21 30 25 22 20 20 25 23 30 21 37 24 20 28 21 20 35 21 107 26 20 29 74 37 2226 20
internal_value=0 -0.00038628 2.67312e-05 4.19683e-06 2.48304e-05 0.0018548 -8.24131e-06 -4.62464e-05 0.00122308 -0.000429783 -0.00178278 0.000217926 -0.000331672 2.22765e-05 0.00096154 9.37447e-07 -0.00141924 2.25993e-05 5.13727e-06 -7.45061e-06 9.95663e-06 -5.98278e-06 1.13771e-05 0.000485792 3.98282e-05 0.000429253 -3.23614e-05 -0.00050537 -3.03585e-05 -0.00091109
internal_weight=0 202 2919 2895 2873 51 2822 181 42 139 45 94 71 2791 62 2729 41 2688 2660 2639 2619 2595 2560 207 186 160 140 111 2353 127
internal_count=3121 202 2919 2895 2873 51 2822 181 42 139 45 94 71 2791 62 2729 41 2688 2660 2639 2619 2595 2560 207 186 160 140 111 2353 127
is_linear=0
shrinkage=0.1


Tree=1059
num_leaves=31
num_cat=0
split_feature=473 475 157 151 1371 0 474 52 2 0 151 475 0 475 1373 42 448 52 147 150 457 1375 48 1417 0 160 129 129 42 0
split_gain=0.00371592 0.00462051 0.0321141 0.0168265 0.0156739 0.0384751 0.0130793 0.0133997 0.0275904 0.0100946 0.00873378 0.0081984 0.0219925 0.00839832 0.010699 0.00985236 0.00700464 0.0126785 0.00921974 0.0176298 0.0218757 0.00894577 0.00714417 0.00618724 0.00714596 0.0200352 0.00638698 0.0158515 0.0126869 0.0111324
threshold=-0.07576999999999999 -0.085774999999999976 -0.086244999999999988 -0.085134999999999975 0.083235000000000017 -0.089269999999999988 0.090215000000000004 -0.55692499999999978 0.093680000000000013 -0.087634999999999977 -0.52488999999999986 -0.084049999999999986 -0.085754999999999984 -0.08317999999999999 1.0000000180025095e-35 0.088295000000000012 -1.0000000180025095e-35 -0.083374999999999991 0.095485000000000014 0.11386500000000001 0.079590000000000008 -0.15308499999999997 -0.080894999999999981 -0.061959999999999994 -0.23051499999999997 -1.0000000180025095e-35 0.083780000000000007 0.086435000000000012 -0.14899999999999999 -0.067094999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 10 -6 7 -5 9 -9 -3 12 -12 -13 16 -16 17 -15 19 21 -21 -18 -23 -24 25 -25 28 -28 -26 -29
right_child=1 4 3 6 5 -7 -8 8 -10 -11 11 13 -14 14 15 -17 18 -19 -20 20 -22 22 23 24 26 -27 27 29 -30 -31
leaf_value=0.0012663763816184973 -0.0039906999572058731 -0.0016785164292330943 0.002650586021177116 0.0013605169929741395 -0.00080677882845823969 0.0051319775922456755 0.0019166950925136917 -0.001773583217380712 -0.0044895764212759042 0.00089828451257950115 0.0036894308981242248 -0.0017397514777258039 -0.00021350759003932278 -0.0024182277067345296 0.0023015224984479382 -0.0002865037272689127 0.0020718837903890138 -5.8902117935771906e-05 0.0017460457905932949 0.00023299639357165212 -0.0043314280210151558 0.0017934360827149996 0.0016530241044661539 -0.00092233257212986561 -0.0025543682180189839 0.0034458658591445001 0.0028163348478265106 -0.00016080548904411231 -8.451416479176671e-05 0.0017410613541378062
leaf_weight=23 23 31 21 21 24 20 20 26 22 31 22 28 42 34 38 24 21 69 30 21 21 22 22 21 21 21 25 183 2157 37
leaf_count=23 23 31 21 21 24 20 20 26 22 31 22 28 42 34 38 24 21 69 30 21 21 22 22 21 21 21 25 183 2157 37
internal_value=0 -9.40177e-06 -0.000525952 3.92201e-05 1.94715e-05 0.00189266 -0.000417769 -0.000884662 -0.00148148 -0.000320462 -9.04757e-06 9.0544e-06 0.00112813 -1.65702e-05 8.67156e-07 0.00129971 -2.89029e-05 -0.000837709 3.11362e-06 -1.72161e-05 -0.00204922 1.65167e-05 -6.86419e-07 -1.65572e-05 -3.14582e-05 0.00126177 -5.38748e-05 0.000430205 -0.000108328 0.000159054
internal_weight=0 3098 164 141 2934 44 120 100 79 57 2890 2859 64 2795 2767 62 2705 103 2602 2572 42 2530 2509 2487 2465 42 2423 245 2178 220
internal_count=3121 3098 164 141 2934 44 120 100 79 57 2890 2859 64 2795 2767 62 2705 103 2602 2572 42 2530 2509 2487 2465 42 2423 245 2178 220
is_linear=0
shrinkage=0.1


Tree=1060
num_leaves=31
num_cat=0
split_feature=45 131 1203 398 399 399 131 401 133 42 133 43 1208 402 403 133 402 133 403 131 132 1213 42 2 49 4 1213 403 15 1212
split_gain=0.00345959 0.00328378 0.00698493 0.00454995 0.0108852 0.0085082 0.00409803 0.00404802 0.00565974 0.0140561 0.0130993 0.0265145 0.018856 0.0128234 0.0123545 0.0230733 0.0119511 0.00549433 0.00862846 0.00643734 0.008963 0.00501343 0.0233584 0.0134174 0.031079 0.0182957 0.00562116 0.0180699 0.0185029 0.00985132
threshold=-1.0000000180025095e-35 0.13857500000000003 -0.093454999999999996 0.10071000000000001 0.091580000000000009 0.089505000000000015 0.13440500000000002 -0.47144999999999992 0.41553500000000004 0.11551500000000002 0.40431 -0.041049999999999996 0.106285 -0.43418999999999991 -0.53960999999999981 0.27771000000000007 -0.45454999999999995 0.2590050000000001 -0.23730999999999999 0.11657500000000001 0.11297500000000001 0.060985000000000004 0.088465000000000002 0.086375000000000021 0.093835000000000016 -0.084369999999999987 -0.091914999999999983 0.104315 0.085465000000000013 -0.009474999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 10 16 12 -12 14 -11 -9 17 -10 18 -16 20 21 26 23 25 -25 -23 27 28 -20 -28
right_child=1 -3 3 -5 -6 -7 -8 8 9 13 11 -13 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.0012219181567754435 0.0018807019831729123 -0.0011813614598434905 0.0012462007204213968 -0.0010674202011731 0.0017481226098930672 -0.0019171202433821951 0.0014402689243433998 0.0019374115643035058 0.0020819859696943736 -0.0038738016083481766 -0.00062543759916231715 0.0044054011849220844 -0.0029251289885327096 -0.00033571585954632614 -0.0018086359657060642 -0.0030961008432010811 -0.0011447629115233819 0.0014649380437241726 0.00031121034563208624 0.001454566854743227 -0.0020049073437059472 0.0004951641357820336 0.0027279719918672195 0.0026971494831200659 -0.0021956233226228506 -0.0029727301239196599 -0.0011150400745031047 -0.00025690831098472698 0.0039559493239861559 -1.1666536421276103e-05
leaf_weight=23 20 23 26 39 36 23 20 33 22 21 22 20 22 20 26 24 24 26 30 31 22 32 38 37 20 29 84 96 26 2206
leaf_count=23 20 23 26 39 36 23 20 33 22 21 22 20 22 20 26 24 24 26 30 31 22 32 38 37 20 29 84 96 26 2206
internal_value=0 9.0717e-06 1.79758e-05 5.78115e-06 1.96587e-05 -1.22202e-06 1.36801e-05 3.96553e-06 -7.12967e-06 -0.000801549 1.73443e-05 0.0017702 -9.11865e-06 -0.00214791 1.41249e-05 -9.14918e-06 0.000398465 1.82599e-05 4.20927e-06 2.1989e-05 5.03861e-06 2.20589e-05 0.000571674 -0.000122728 0.000980387 -0.00115351 -1.30516e-05 0.000575841 0.00200341 -5.21396e-05
internal_weight=0 3098 3075 3055 3016 2980 2957 2937 2911 87 2824 42 2782 41 2760 2727 46 2703 2677 2651 2620 2598 156 118 57 61 2442 152 56 2290
internal_count=3121 3098 3075 3055 3016 2980 2957 2937 2911 87 2824 42 2782 41 2760 2727 46 2703 2677 2651 2620 2598 156 118 57 61 2442 152 56 2290
is_linear=0
shrinkage=0.1


Tree=1061
num_leaves=31
num_cat=0
split_feature=403 3 4 403 1208 12 403 403 403 12 403 1213 402 1213 1213 1209 12 403 2 403 403 1186 1212 1211 1212 1186 394 393 129 2
split_gain=0.00317372 0.02376 0.0330481 0.0166397 0.0121742 0.0379927 0.00795261 0.00338868 0.0101915 0.0096996 0.00577728 0.00674857 0.0200813 0.011566 0.0080395 0.00793323 0.0241806 0.00744157 0.0171091 0.00913631 0.00899244 0.00796275 0.0072596 0.00663862 0.0106506 0.00636497 0.0352555 0.00910106 0.00550731 0.0175601
threshold=-0.54856499999999986 -0.086049999999999988 -0.081224999999999978 -0.53960999999999981 0.098655000000000007 0.096075000000000008 -0.52917499999999984 0.50894000000000006 0.4024950000000001 0.091545000000000015 0.23383500000000004 -0.091914999999999983 0.024785000000000005 -0.12077499999999998 -0.088159999999999974 0.083050000000000013 0.086095000000000019 0.104315 0.090425000000000019 0.098420000000000021 0.090990000000000015 0.088465000000000016 -0.088629999999999987 0.11789500000000001 0.11660500000000001 0.068350000000000008 -0.085984999999999992 0.10856500000000001 0.083780000000000007 0.08542000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 6 -6 -5 8 10 -9 11 12 13 -8 -13 17 -17 19 -19 20 21 22 -16 24 25 27 -27 28 -24 -30
right_child=3 2 -4 4 5 -7 7 9 -10 -11 -12 14 -14 -15 15 16 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0021115345577709379 0.0028892082061793192 -0.0050018555391579868 0.00067804040431621536 0.0020058404840528963 -0.0048196483450010418 0.0013441721955314281 -0.0012693127101686384 0.0006443130706902594 0.00179427538314485 -0.0020656656107998321 -0.001225076367795976 -0.0017604882066594796 0.0032068494410151076 0.0016992261178702826 -0.0018829603801437077 0.0036482159455772491 -2.3426528500301213e-05 -0.00076041615608593701 0.0030187887866050009 -0.0017551149404983247 0.001664814461142786 -0.0018615747413908441 -5.7876785160952869e-05 0.0014384019864542832 -0.0023324335599318145 -0.0017858658520881797 0.0038813001886845327 -0.0017680276503476003 0.0024935517352585321 9.8101728166083757e-06
leaf_weight=20 20 20 21 20 20 20 35 25 32 28 38 26 26 21 21 24 71 23 25 31 31 24 2202 31 20 21 23 30 36 136
leaf_count=20 20 20 21 20 20 20 35 25 32 28 38 26 26 21 21 24 71 23 25 31 31 24 2202 31 20 21 23 30 36 136
internal_value=0 -0.000714222 -0.00209264 1.42378e-05 -4.67651e-06 -0.00173774 1.8431e-05 5.09266e-06 1.94421e-05 -0.000787374 -1.76127e-07 1.61159e-05 0.000910194 -0.000156111 -1.03037e-05 6.24948e-06 0.000904146 -2.58908e-05 0.00120792 -4.86164e-05 -2.80721e-05 -4.87008e-05 -3.14354e-05 -1.58763e-05 -3.41432e-05 -1.53663e-05 0.00117652 -3.71811e-05 -1.53086e-05 0.000529663
internal_weight=0 61 41 3060 3040 40 3000 2980 2927 53 2895 2857 82 56 2775 2749 95 2654 48 2606 2575 2544 2520 2499 2468 2448 44 2404 2374 172
internal_count=3121 61 41 3060 3040 40 3000 2980 2927 53 2895 2857 82 56 2775 2749 95 2654 48 2606 2575 2544 2520 2499 2468 2448 44 2404 2374 172
is_linear=0
shrinkage=0.1


Tree=1062
num_leaves=31
num_cat=0
split_feature=473 156 155 475 12 156 12 1429 1429 52 156 156 156 42 1375 3 1375 16 0 2 156 367 157 3 1 0 1 2 3 14
split_gain=0.00304673 0.00370974 0.00512368 0.00660582 0.0129377 0.00467106 0.0122012 0.00417786 0.0178943 0.0109293 0.0053931 0.00658585 0.0230503 0.055875 0.0209463 0.0461295 0.0169907 0.00865843 0.0149358 0.0128902 0.00734152 0.00632098 0.00901 0.00627409 0.00534624 0.034807 0.0265035 0.0251179 0.0289156 0.0179413
threshold=-0.07576999999999999 0.15173500000000004 0.12509500000000004 -0.10023499999999998 0.086915000000000006 -0.090889999999999985 0.087445000000000009 -0.078659999999999994 -1.0000000180025095e-35 -0.160465 0.11715000000000002 0.087380000000000013 0.089090000000000016 0.083995000000000014 -0.15308499999999997 0.088060000000000013 -0.085004999999999983 -0.007794999999999999 -0.082484999999999989 0.088300000000000003 0.085835000000000009 -0.0098099999999999975 0.065625000000000003 -0.079979999999999982 0.086920000000000011 -0.15931499999999996 0.084785000000000013 0.081135000000000013 -0.094299999999999981 0.078745000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 9 -9 -7 11 14 13 -13 15 -10 -16 -14 -19 -20 21 -18 24 -21 25 -23 27 28 -27 -29
right_child=1 -3 -4 5 -6 7 -8 8 10 -11 -12 12 17 -15 16 -17 20 18 19 23 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0011466930822833725 0.00066635012044571342 -0.0010796423317515293 0.0011886392322291309 -0.00074646039925441578 -0.002486058499974509 -0.002614229362965985 0.0024533472764932621 0.0024398350151993028 0.0056933500949526211 0.0001155708655873737 0.0013413542640748723 0.00058327593855679995 0.0013170609115793304 -0.0057027879452876875 -0.0029253379814326765 -0.0010171808457622926 0.0014523536100349357 -0.0019559466056167508 0.0025589150598361379 0.00070638803578913214 0.0017792984107116987 0.0042467108611026561 -0.0020951741945325576 -0.001557201646452692 -0.00019920619893123146 0.000237824446098371 0.0024096999603384381 8.9820527216778932e-05 -0.0048332173883429037 -0.0029270485724555329
leaf_weight=23 23 32 36 22 30 22 26 30 20 44 29 31 41 26 20 21 29 39 21 25 23 20 21 24 961 22 46 1371 23 20
leaf_count=23 23 32 36 22 30 22 26 30 20 44 29 31 41 26 20 21 29 39 21 25 23 20 21 24 961 22 46 1371 23 20
internal_value=0 -8.51322e-06 2.66621e-06 -1.14246e-05 -0.00111803 8.27655e-06 0.000986769 -7.75883e-06 1.03745e-05 -0.000794363 -1.53522e-05 -2.93837e-05 -0.000572219 -0.00228405 1.38842e-05 0.00225625 -2.20849e-05 7.82777e-05 -0.000387687 0.000486058 8.11446e-07 -1.5466e-05 -3.26024e-05 -0.000402309 -1.50165e-05 0.000102831 4.69078e-05 -2.87806e-05 -0.00235404 4.64435e-05
internal_weight=0 3098 3066 3030 53 2977 48 2929 2863 66 2833 2804 207 57 2597 41 2556 150 109 70 2536 2513 2484 49 2463 1502 1482 1436 45 1391
internal_count=3121 3098 3066 3030 53 2977 48 2929 2863 66 2833 2804 207 57 2597 41 2556 150 109 70 2536 2513 2484 49 2463 1502 1482 1436 45 1391
is_linear=0
shrinkage=0.1


Tree=1063
num_leaves=31
num_cat=0
split_feature=1210 1210 133 1210 403 403 3 1208 1212 52 1201 42 399 1212 12 1203 52 399 1211 1212 12 0 158 3 1211 1203 399 160 42 160
split_gain=0.00302681 0.00495583 0.00859773 0.00379329 0.00355729 0.00928597 0.0223826 0.00590713 0.00335757 0.0152228 0.0124241 0.011952 0.00629913 0.0044876 0.00795164 0.00673701 0.0105109 0.0101056 0.00918021 0.00711424 0.0144336 0.0215545 0.0284966 0.0147677 0.00818711 0.0118607 0.00718012 0.00665007 0.0231665 0.00939669
threshold=-0.42132499999999995 -0.091799999999999979 -0.029034999999999995 -0.083289999999999989 -0.55157999999999985 -0.52917499999999984 -0.081164999999999987 0.106285 0.10761500000000002 0.085540000000000019 -0.08126499999999999 0.09858500000000002 0.10788500000000002 0.096720000000000014 0.090285000000000018 0.089165000000000008 0.08568000000000002 0.09141500000000001 0.09030500000000001 0.085450000000000012 0.090020000000000017 -0.085669999999999982 0.10398500000000001 -0.090569999999999984 0.078255000000000005 0.084690000000000015 0.08764000000000001 -0.54913999999999985 0.089015000000000025 -0.53908999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 8 10 11 -7 -10 13 15 -15 17 -17 18 19 24 21 -21 23 -23 25 26 27 28 -12 -29
right_child=1 3 -4 4 5 7 -8 -9 9 -11 12 -13 -14 14 -16 16 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0010959137212485075 -0.0024817577118731362 0.0011090047174929492 4.1049032671643155e-05 -0.00099094833696856065 0.003736241192514585 -0.0024438881115721807 -0.00059764804363322376 -0.0017262497899355367 -0.001602500192309504 0.0023442839818017093 -0.0013062953561893665 0.0014065796890380708 0.0014637029739819341 -0.002426530135839823 0.0002648870384766032 0.0025787645261734727 -0.00049692301894538099 -0.0018170428988073144 -0.0018020897488375859 0.0032197549658222776 -0.0014938875761193536 -0.00072547244548331951 -0.002988058257615194 0.0026990433524855797 -0.0018580343457870185 0.0019741180523609124 -0.0019134039152413609 -0.0020021102003132305 0.0033019575634777236 -1.3293350164626641e-05
leaf_weight=25 22 31 35 36 22 21 26 20 33 32 20 22 29 21 23 25 20 31 28 36 24 20 20 34 24 30 20 24 24 2343
leaf_count=25 22 31 35 36 22 21 26 20 33 32 20 22 29 21 23 25 20 31 28 36 24 20 20 34 24 30 20 24 24 2343
internal_value=0 -8.84944e-06 -0.000932666 8.47782e-06 -2.86404e-06 9.10468e-06 0.00138872 -1.35429e-05 -1.74737e-06 0.000610107 -2.06438e-05 -0.000398868 -2.44351e-06 -1.78097e-05 -0.00101965 -1.62126e-06 0.00121179 -2.2011e-05 -9.88677e-07 1.82671e-05 0.00072802 0.0012128 0.000236444 0.0014307 -2.00053e-05 -2.08063e-06 -2.64681e-05 -1.08154e-05 0.0012073 -3.34588e-05
internal_weight=0 3096 57 3039 3008 2972 48 2924 2904 87 2817 55 2796 2767 44 2723 45 2678 2647 2619 134 110 74 54 2485 2461 2431 2411 44 2367
internal_count=3121 3096 57 3039 3008 2972 48 2924 2904 87 2817 55 2796 2767 44 2723 45 2678 2647 2619 134 110 74 54 2485 2461 2431 2411 44 2367
is_linear=0
shrinkage=0.1


Tree=1064
num_leaves=31
num_cat=0
split_feature=403 12 16 403 1210 403 0 403 401 402 1212 1212 4 403 2 402 402 43 131 1212 42 403 1213 131 131 43 1 399 12 4
split_gain=0.00306101 0.0351306 0.0324866 0.0102445 0.00366407 0.00483968 0.0114481 0.00693596 0.00468243 0.00477139 0.00536428 0.00455272 0.00801388 0.006627 0.0138313 0.00872178 0.0111068 0.0282919 0.0146146 0.00959194 0.0296127 0.00723804 0.00744875 0.00717697 0.00821913 0.0142334 0.0111891 0.00704358 0.0370897 0.00697254
threshold=-0.5341999999999999 0.09364500000000002 -0.078464999999999993 -0.52917499999999984 -0.15347999999999998 -0.44023999999999991 -0.07929499999999999 -0.41825499999999993 0.13607500000000003 0.11679000000000002 -0.063924999999999996 -0.14780999999999997 -0.077679999999999985 0.10469000000000002 0.089005000000000015 -0.46140499999999995 -0.094749999999999987 0.0034250000000000005 0.094540000000000013 -0.063924999999999996 0.087505000000000013 0.098420000000000021 0.11146500000000001 0.11863000000000001 0.10515500000000001 -0.073404999999999984 0.092945000000000014 0.090310000000000015 0.091840000000000019 -0.081609999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 6 -6 -7 9 11 -11 12 -9 15 -15 -13 17 18 -17 20 29 22 23 24 27 -26 -27 -21 -29 -18
right_child=3 -3 -4 4 5 7 -8 8 -10 10 -12 13 -14 14 -16 16 19 -19 -20 21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0036526423340546899 0.0021672299078835003 -0.0034443503783630398 -0.0010468465894901832 0.0010493601418354295 0.00045481128451813546 0.0016331723837468488 -0.0024592466392697626 -0.0022937746313603027 0.0014137007599777504 -0.00019673642062116418 -0.0021407994748601183 0.0016057181097990413 0.00044323680907837115 -0.00039205996630092463 0.0022886692613706384 0.0015076283054440865 -0.0016296840202994645 -0.00382687388488126 -0.0017971048880692409 -7.9243974376995914e-06 0.004400097683537752 -0.0014948875421065501 0.0014041683092285452 -0.0015372764413064768 -0.00081311765534337617 0.00059478722163476051 0.0039398055666242729 -0.0033077138339114541 0.001607063304566379 0.00097924832066166264
leaf_weight=24 22 29 38 33 28 26 26 23 23 40 22 33 20 39 38 32 20 27 23 2287 20 33 37 31 24 20 20 34 28 21
leaf_count=24 22 29 38 33 28 26 26 23 23 40 22 33 20 39 38 32 20 27 23 2287 20 33 37 31 24 20 20 34 28 21
internal_value=0 -0.000571461 0.00077231 1.71627e-05 1.43745e-06 -1.01866e-05 -0.000948254 7.15531e-06 -7.44795e-06 -1.8829e-05 -0.000886565 3.16763e-07 -0.00102075 1.61844e-05 0.000930897 -9.99885e-06 -3.00661e-05 -0.00117579 0.000125649 6.41914e-06 0.00124545 -2.36449e-05 -4.07574e-06 -2.53953e-05 -5.97205e-06 0.00111214 0.0022673 -3.64358e-05 -0.00108814 -0.000293402
internal_weight=0 91 62 3030 3008 2975 54 2921 2895 2872 62 2810 43 2767 77 2690 2657 82 55 2575 61 2514 2481 2444 2413 64 40 2349 62 41
internal_count=3121 91 62 3030 3008 2975 54 2921 2895 2872 62 2810 43 2767 77 2690 2657 82 55 2575 61 2514 2481 2444 2413 64 40 2349 62 41
is_linear=0
shrinkage=0.1


Tree=1065
num_leaves=31
num_cat=0
split_feature=1208 16 16 1208 132 1204 133 1203 42 1203 1186 393 130 1204 399 399 390 1186 43 11 1420 16 2 11 11 474 1429 1446 10 133
split_gain=0.00350751 0.0210104 0.0200801 0.0174225 0.00328163 0.00516603 0.00631103 0.00728937 0.0268863 0.0148397 0.00445843 0.00597364 0.0111194 0.010946 0.0206141 0.00677367 0.00570892 0.00640624 0.0117316 0.00587909 0.00782732 0.0101327 0.0177263 0.00827873 0.0101873 0.0115177 0.0348716 0.0193083 0.00722478 0.0124334
threshold=0.10233500000000001 -0.079734999999999986 -0.071359999999999993 0.089655000000000012 -0.43443999999999999 0.057120000000000011 -0.54084999999999994 0.089005000000000015 -0.064119999999999996 0.087970000000000007 -0.10142499999999997 0.098330000000000015 -0.070634999999999989 -0.016569999999999994 0.086815000000000017 0.089725000000000013 0.087590000000000015 0.057025000000000006 -0.012164999999999999 0.10458500000000001 0.056520000000000008 0.63636000000000015 0.113445 0.095165000000000013 0.090070000000000025 0.11085000000000002 0.091465000000000005 -0.093534999999999993 0.039530000000000003 0.089405000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 -6 9 -9 10 -8 13 -13 14 -12 16 17 19 -19 20 21 23 -23 24 25 27 -27 -15 -29 -30
right_child=1 2 -4 -5 5 -7 7 8 -10 -11 11 12 -14 15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.00093115059567640572 0.0034080701437778772 -0.0027050839936626808 0.0017223354493035006 -0.0028854167377132746 0.0014242542509530342 0.0015093511334903862 -0.0013108992201383584 0.00085907734990600627 -0.0035014140437572049 0.0026606506601508178 2.6919921124078289e-05 0.0024692170332720575 -0.00048905696336684439 0.0031082875176798551 -0.0038770478048328577 0.0016525692380964755 0.001267821341753006 0.00020352761740937377 -0.0026367542566731574 0.0014468327863141894 -0.0019327815666439988 0.003421208954861631 -0.00064945013727992775 -0.0016443330561742187 0.002247819675540086 -0.0039113766181149657 0.0011745163058199419 -4.0494378904690361e-05 0.0019761684075505896 -0.0010309039684943855
leaf_weight=37 20 21 20 21 31 23 26 31 26 21 38 27 24 20 21 25 35 33 26 28 21 23 20 31 20 28 26 2334 44 20
leaf_count=37 20 21 20 21 31 23 26 31 26 21 38 27 24 20 21 25 35 33 26 28 21 23 20 31 20 28 26 2334 44 20
internal_value=0 0.000750842 -0.000545367 -1.49678e-05 4.86752e-06 1.6404e-05 4.87744e-06 -1.00482e-05 -0.00112992 1.20316e-05 -7.34854e-06 4.56859e-06 0.00107709 -1.50155e-05 -0.00136263 1.40661e-05 -1.05485e-06 -1.76632e-05 -0.00104812 5.58618e-06 -1.00129e-05 5.7229e-06 0.00152788 -2.02195e-05 -1.58617e-08 -1.82022e-05 -0.00146261 1.40551e-05 -1.17517e-05 0.00103646
internal_weight=0 61 41 3060 3039 3002 2979 2948 57 2891 2870 2844 51 2793 59 2734 2709 2674 59 2615 2587 2566 43 2523 2492 2472 54 2418 2398 64
internal_count=3121 61 41 3060 3039 3002 2979 2948 57 2891 2870 2844 51 2793 59 2734 2709 2674 59 2615 2587 2566 43 2523 2492 2472 54 2418 2398 64
is_linear=0
shrinkage=0.1


Tree=1066
num_leaves=31
num_cat=0
split_feature=1447 2 2 4 1447 13 479 481 479 483 483 483 483 51 483 480 40 130 12 12 48 13 13 13 3 13 1 16 1429 12
split_gain=0.00314997 0.0108826 0.0214881 0.0225897 0.00880257 0.0180795 0.0037058 0.00701582 0.00459809 0.00403229 0.00524816 0.00540007 0.00675749 0.00997181 0.0100287 0.012268 0.0084839 0.0132868 0.00579188 0.0196789 0.0126899 0.0166798 0.0304811 0.0165614 0.0164185 0.0137887 0.0129094 0.013694 0.0124225 0.0121149
threshold=-0.085804999999999979 0.090545000000000014 0.083715000000000026 -0.025314999999999994 -0.084334999999999979 -0.085034999999999986 0.10713500000000002 -0.27443499999999993 0.091680000000000011 0.13726000000000002 0.12440000000000002 0.11517500000000001 0.10357500000000001 -0.46280499999999997 0.098395000000000024 0.092385000000000009 -0.24452499999999996 -0.22229499999999999 0.097825000000000009 0.096525000000000014 -0.032929999999999994 -0.046499999999999993 -0.059629999999999996 -0.16152999999999998 -0.074084999999999998 -0.026374999999999999 0.13021500000000003 -0.14035499999999998 0.11715000000000002 0.096990000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -2 7 -6 9 10 11 12 13 -9 15 16 -15 -18 19 28 -20 22 23 -22 -25 -23 27 -27 -19 -21
right_child=4 -3 3 -5 6 -7 -8 8 -10 -11 -12 -13 -14 14 -16 -17 17 18 20 29 21 25 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0011114990958594718 0.0036200411699246616 0.0010043944850830096 -0.0043851820098307842 -0.00046952512739153465 -0.0018319885207650562 -0.00063195963390171538 0.0011063522787299006 0.0021186407269190321 0.0014107214211000374 0.0014061453638714739 -0.0015232013923156523 0.0014009529828197427 -0.001344526722708619 -0.001976870191918517 0.0017139340102210446 -0.0024475293938026189 0.0022895081778988246 -3.4251962272229877e-05 -0.002649761184179427 0.0036564562500090055 0.002201540065871086 0.0026734035944433084 -0.0041563744467027763 -0.0027353232387791982 0.00013852558284997943 -0.0025212257586763771 0.0024423906346783043 5.0827564352758874e-05 0.0023021797292724091 0.00064759562956169254
leaf_weight=30 20 35 26 34 21 20 30 22 23 20 23 27 38 22 33 21 25 2149 23 23 20 21 27 33 50 23 20 207 23 32
leaf_count=30 20 35 26 34 21 20 30 22 23 20 23 27 38 22 33 21 25 2149 23 23 20 21 27 33 50 23 20 207 23 32
internal_value=0 -0.000491838 -0.00107371 -0.00216631 2.05206e-05 0.00149404 5.81249e-07 -1.07561e-05 2.40942e-06 -8.82971e-06 -1.87177e-05 -6.52924e-06 -2.00435e-05 -1.89986e-06 -1.88519e-05 -3.98824e-05 -2.11423e-05 -5.06386e-06 -2.67026e-05 3.77926e-05 -0.000365455 -0.000234435 -0.00116562 -0.000381637 -0.00100409 0.00021226 5.5237e-06 -0.000206378 -9.51074e-06 0.00190585
internal_weight=0 125 90 60 2996 40 2956 2926 2905 2882 2862 2839 2812 2774 2752 2719 2698 2676 2651 2227 424 401 130 103 83 271 250 230 2172 55
internal_count=3121 125 90 60 2996 40 2956 2926 2905 2882 2862 2839 2812 2774 2752 2719 2698 2676 2651 2227 424 401 130 103 83 271 250 230 2172 55
is_linear=0
shrinkage=0.1


Tree=1067
num_leaves=31
num_cat=0
split_feature=1426 1420 472 1426 475 157 1429 157 156 2 475 1429 157 156 1372 157 157 156 157 3 155 0 97 2 474 12 3 157 52 16
split_gain=0.00301563 0.00512208 0.00572261 0.00718557 0.00546965 0.00804247 0.0200539 0.0133986 0.010768 0.0119226 0.0102219 0.00805211 0.00675661 0.0061679 0.00612481 0.0101828 0.00797755 0.00836537 0.0143661 0.0115056 0.010619 0.0073278 0.00685651 0.0067913 0.00584782 0.00989392 0.00628552 0.00568281 0.00679814 0.00606619
threshold=-0.10090499999999998 -0.086589999999999986 -0.15279499999999999 -0.061919999999999996 0.12365000000000002 -0.087424999999999989 0.057970000000000008 -0.086649999999999991 0.11715000000000002 0.10774000000000002 -0.0029899999999999996 -0.067934999999999982 0.20852500000000002 0.10749500000000002 -0.065504999999999994 -0.082294999999999993 -0.081889999999999991 0.090310000000000015 -0.075754999999999989 -0.079594999999999985 0.081515000000000018 -0.084269999999999984 -0.086244999999999988 0.08734500000000002 0.08425500000000001 0.093965000000000007 -0.081734999999999988 -0.078064999999999982 -0.53060999999999992 0.0028900000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 10 -7 11 -10 -5 -9 13 14 -13 21 -17 20 -19 -20 22 23 -18 -16 25 26 -12 -24 -29 -30
right_child=1 2 3 4 -6 7 -8 8 9 -11 24 12 -14 -15 15 16 17 18 19 -21 -22 -23 27 -25 -26 -27 -28 28 29 -31
leaf_value=0.0011943006183996443 -0.0016032443620497363 0.0015737354370724899 -0.0015761691739718461 0.0019030104363558906 0.0014496255504827086 0.0026092991023324431 -0.0028577057822771808 -0.0017025185164779293 0.0030108529060380532 3.0866747015509115e-05 0.001989010343372467 -0.0013112315708505256 0.0016383787005906925 -0.0014156192420951782 0.00079313987167552126 -0.0019532293258678348 0.0018388382659759374 0.0032579673099375909 -0.0014127413840033115 0.0014313316304293095 -0.0018676091759135167 4.7791336903408651e-05 -0.0013656058866951255 0.0033991524542216212 -0.0020548182290804108 -0.0018329249067313 -0.00029964211324633134 0.0015748716959798779 5.5309831196825251e-05 -0.00035519364577817113
leaf_weight=21 20 23 29 21 26 20 34 28 25 29 21 35 25 31 20 21 20 21 25 33 31 31 31 20 20 23 28 27 1940 442
leaf_count=21 20 23 29 21 26 20 34 28 25 29 21 35 25 31 20 21 20 21 25 33 31 31 31 20 20 23 28 27 1940 442
internal_value=0 -8.09042e-06 2.26772e-06 -9.55555e-06 5.44834e-06 -7.05952e-06 -0.000728389 3.00807e-05 1.18852e-05 0.00141049 -8.77096e-05 -1.52722e-05 1.88833e-06 -1.31088e-05 3.01197e-06 2.02917e-05 -1.20845e-05 3.77698e-06 0.00101687 0.000205438 -2.83524e-05 0.00120179 -5.1748e-06 0.00209615 -0.000542113 -0.000121917 0.000681209 -2.02897e-05 -2.97758e-06 -2.08625e-05
internal_weight=0 3100 3080 3057 3028 3002 147 2855 2835 54 113 2781 2753 2728 2697 2662 2591 2570 79 58 2491 71 2460 40 92 72 49 2440 2409 2382
internal_count=3121 3100 3080 3057 3028 3002 147 2855 2835 54 113 2781 2753 2728 2697 2662 2591 2570 79 58 2491 71 2460 40 92 72 49 2440 2409 2382
is_linear=0
shrinkage=0.1


Tree=1068
num_leaves=31
num_cat=0
split_feature=374 30 9 96 34 38 38 12 40 124 39 48 40 4 16 52 12 16 44 45 1 14 11 1 12 9 1 52 1 41
split_gain=0.00288158 0.00386707 0.00562003 0.00382337 0.00749285 0.00410921 0.0079052 0.00556994 0.00533718 0.00498604 0.00645491 0.0153855 0.015057 0.0122264 0.0177574 0.00632601 0.00567138 0.0398475 0.00744286 0.00791094 0.00619903 0.00580264 0.0141824 0.0104673 0.00898827 0.00689265 0.00731953 0.0110871 0.020343 0.010563
threshold=0.092550000000000007 0.096890000000000018 -0.090799999999999978 0.083725000000000008 -0.081364999999999993 0.10657000000000001 0.084835000000000008 -0.11019 0.0046150000000000002 0.098110000000000017 0.085815000000000016 0.091220000000000009 -0.082829999999999973 0.27834500000000006 -0.0098449999999999979 -0.075329999999999994 -0.010834999999999999 -0.071359999999999993 0.10049500000000001 0.081955000000000014 0.13756000000000004 0.078235000000000013 0.075910000000000019 0.13265500000000002 0.086095000000000019 0.091905000000000014 0.11669000000000002 -0.063789999999999986 0.12040000000000002 0.083975000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 9 10 12 13 -9 14 -12 -13 17 -14 19 20 21 23 -23 25 -24 26 29 -28 -29 -18
right_child=-2 -3 3 -5 5 -7 -8 8 -10 -11 11 15 16 -15 -16 -17 18 -19 -20 -21 -22 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.001611499071375213 0.0010915246355580166 0.0011830785329005234 -0.0014744816906750204 0.0010029026576965998 0.0011856229241507558 0.001124333986263082 -0.0019963518258737166 0.0024570678360760212 -0.0015347360248636941 0.0012359520391328261 -0.0045101929761585781 0.0017623068012583714 0.0018339196085909626 -0.00021593977917770021 -0.00052838710779767666 -0.00046558090893086043 3.5580695739349452e-06 -0.0040525069682980364 -0.0018643075799835579 0.002007062413613312 0.0013519072401857771 -0.0025195049508687181 0.0017774042180029766 0.002143164140010334 -0.0009594227280883519 -0.0018040479160845281 -0.00044807529177617384 0.0039765057246161943 9.8552565360742232e-05 -0.0020233783969440715
leaf_weight=22 24 27 35 37 39 32 20 25 23 32 24 26 23 38 21 25 2308 23 21 20 34 31 21 23 28 21 37 24 31 26
leaf_count=22 24 27 35 37 39 32 20 25 23 32 24 26 23 38 21 25 2308 23 21 20 34 31 21 23 28 21 37 24 31 26
internal_value=0 -8.4587e-06 -1.8938e-05 -7.44316e-06 -1.98586e-05 -2.7511e-06 -1.5002e-05 -1.4497e-06 -1.74968e-05 -5.30374e-06 -1.93391e-05 -0.000696761 1.4331e-05 -0.0015367 -0.00265202 0.000670205 -8.53255e-06 -0.00110929 1.0757e-05 2.58785e-05 1.05442e-05 -7.34061e-06 -0.000845538 1.98075e-05 0.000213503 -1.50527e-07 1.54644e-05 0.000890353 0.00179075 -1.90213e-05
internal_weight=0 3097 3070 3048 3011 2976 2944 2924 2885 2862 2830 134 2696 83 45 51 2671 46 2625 2604 2584 2550 80 2470 49 2447 2426 92 55 2334
internal_count=3121 3097 3070 3048 3011 2976 2944 2924 2885 2862 2830 134 2696 83 45 51 2671 46 2625 2604 2584 2550 80 2470 49 2447 2426 92 55 2334
is_linear=0
shrinkage=0.1


Tree=1069
num_leaves=31
num_cat=0
split_feature=399 1203 131 132 132 133 158 131 15 401 1213 15 132 1186 1210 1213 394 393 133 133 402 159 403 403 12 16 13 131 4 42
split_gain=0.00277054 0.00498295 0.00402877 0.00378576 0.00560442 0.00444296 0.0042975 0.00456108 0.00393637 0.0150502 0.0202905 0.0118123 0.0134832 0.0362047 0.0102599 0.0163526 0.0091456 0.0138297 0.00892401 0.0227931 0.0171008 0.0137909 0.0259522 0.0311441 0.0199248 0.0192785 0.0219679 0.0114349 0.0169288 0.0279693
threshold=0.11450500000000001 -1.0000000180025095e-35 0.13707500000000003 0.13699000000000003 0.11942500000000002 -0.54656499999999986 0.14551500000000003 0.11863000000000001 0.085935000000000025 0.11444000000000001 0.12439000000000001 0.086195000000000008 -0.083284999999999984 0.049580000000000006 -0.0091799999999999989 -0.026524999999999996 -0.14580499999999996 0.10317000000000003 -0.071719999999999992 -0.10298999999999998 0.2506000000000001 -0.085489999999999997 -0.54631999999999992 -0.5335399999999999 0.092355000000000007 -0.0087049999999999992 -0.077799999999999994 0.08956500000000002 -0.078629999999999992 0.088465000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 9 10 14 -10 -13 18 15 -7 -16 -18 19 -14 21 25 24 -24 -23 -20 -27 28 29 -25
right_child=-2 2 -4 -5 -6 6 -8 -9 11 -11 -12 12 13 -15 16 -17 17 -19 20 -21 -22 22 23 27 -26 26 -28 -29 -30 -31
leaf_value=0.0015429293188000365 -0.0011447382919522213 -0.001501746898284182 0.0011703774913069632 -0.0011927341671522571 0.0014309439359715692 -0.00038010138492664382 0.0014546446036547422 -0.0013099451894285504 0.002526848463596599 0.0024156010418664667 -0.002993845117938084 0.0023178075043553555 3.3953586343169254e-05 -0.0036979131498374044 0.0020039118709973994 -0.003644140389515087 -1.7680360152982975e-05 -0.0024841255758909267 0.0029993186635594513 0.0028736752694829017 -0.0027964008705956595 -0.0047609533322975038 0.0039840299592469822 0.00015857052589073289 -0.00035069761382016751 -0.0024512320512994415 0.0019360264557908525 -0.0018131870283361745 0.00074977720815157375 -0.0026046547201112845
leaf_weight=21 21 20 29 27 27 66 20 27 21 24 24 27 91 25 22 20 1963 23 37 41 21 20 20 137 21 21 25 34 196 50
leaf_count=21 21 20 29 27 27 66 20 27 21 24 24 27 91 25 22 20 1963 23 37 41 21 20 20 137 21 21 25 34 196 50
internal_value=0 7.75469e-06 -2.71581e-06 -1.38698e-05 -3.34076e-06 -1.62666e-05 -6.28349e-06 -1.6168e-05 -4.24173e-06 -7.45111e-05 -0.000102728 0.000187012 0.000122865 4.26713e-05 -6.95916e-05 -0.00113918 -2.37826e-05 -4.62444e-05 0.000173644 0.000915988 5.27739e-06 0.000110153 -9.64513e-05 0.000129245 -0.00250204 0.00129999 -6.68524e-05 -5.56369e-05 0.000100386 -0.00058026
internal_weight=0 3100 3079 3050 3023 2996 2976 2956 2929 2142 2118 787 766 739 2094 86 2008 1986 714 132 582 561 478 437 41 83 46 417 383 187
internal_count=3121 3100 3079 3050 3023 2996 2976 2956 2929 2142 2118 787 766 739 2094 86 2008 1986 714 132 582 561 478 437 41 83 46 417 383 187
is_linear=0
shrinkage=0.1


Tree=1070
num_leaves=31
num_cat=0
split_feature=403 403 12 403 402 1209 43 390 15 1203 401 16 402 1212 1212 401 133 402 402 1212 402 1210 2 401 0 2 16 13 4 0
split_gain=0.00325951 0.00756235 0.00613465 0.00534169 0.0056939 0.00563428 0.00452476 0.00402865 0.00663598 0.0052165 0.00420466 0.0115056 0.0108444 0.00838428 0.0132462 0.00457871 0.009032 0.00457375 0.0184817 0.0112441 0.0108662 0.0128088 0.00971893 0.0085539 0.0169464 0.0162277 0.016201 0.00667788 0.00625808 0.0185947
threshold=0.50894000000000006 0.4024950000000001 0.091545000000000015 0.23383500000000004 0.27918000000000004 -0.085894999999999985 -0.53814999999999991 0.087590000000000015 -0.065449999999999994 0.10749000000000002 0.090205000000000021 -0.087659999999999988 0.10126500000000001 0.14135500000000004 0.12799000000000002 0.083100000000000021 -0.080849999999999991 -0.085044999999999996 -0.088189999999999991 -0.068509999999999988 -0.0088649999999999979 -0.056299999999999996 0.085955000000000018 -0.06959499999999999 -0.070499999999999993 0.092755000000000018 -0.07550999999999998 -0.0039049999999999992 -0.010655 -0.086409999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -7 9 -9 10 13 -12 -13 14 15 17 -17 18 19 -8 22 -22 -19 -21 26 -26 27 -25 29 -23
right_child=2 -3 -4 -5 -6 6 7 8 -10 -11 11 12 -14 -15 -16 16 -18 20 -20 23 21 28 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0011937696170300628 0.00040944859432056545 0.0014969004941282466 -0.0016959681438522473 -0.0011809922298293954 0.0016149809224192393 0.0013294886332005263 -0.0021174574352335186 -0.00025291365316315069 0.00229227471514605 0.0014902589255538971 0.00056042061811994494 -0.0032984387271268213 -0.00036791751460571378 0.0020404351456090809 -0.0024042271358548136 0.0023610880588724589 -0.00026147086895873838 -5.6875299858141017e-05 0.0033195272588636728 0.0016947369362848503 0.0021423499384481048 -0.00086776526894287345 -0.0029667291533163128 0.00093590662138359174 0.000138020480517298 -0.003718844110844657 0.0030682824148698276 -0.00088130293700557484 0.00011851605811868455 2.6497557347111809e-05
leaf_weight=39 25 34 31 38 22 26 20 21 20 23 41 23 28 20 23 24 29 22 20 39 27 315 24 42 24 20 23 39 1151 888
leaf_count=39 25 34 31 38 22 26 20 21 20 23 41 23 28 20 23 24 29 22 20 39 27 315 24 42 24 20 23 39 1151 888
internal_value=0 1.38136e-05 -0.00075605 -2.82277e-06 1.21356e-05 2.6668e-07 1.61492e-05 4.3987e-06 0.000988642 -9.68645e-06 -2.18254e-05 -0.000686832 -0.00168953 4.22141e-07 -1.4523e-05 5.78109e-06 0.000926103 -1.25976e-05 0.00041665 0.000136179 -5.27456e-05 -2.33351e-05 -0.00157506 0.000377209 3.00228e-05 -0.0016151 0.000726036 6.09539e-05 -4.81751e-05 -0.000207661
internal_weight=0 3065 56 3031 2993 2971 2932 2906 41 2865 2842 92 51 2750 2730 2707 53 2654 227 207 2427 2381 46 187 148 44 104 81 2354 1203
internal_count=3121 3065 56 3031 2993 2971 2932 2906 41 2865 2842 92 51 2750 2730 2707 53 2654 227 207 2427 2381 46 187 148 44 104 81 2354 1203
is_linear=0
shrinkage=0.1


Tree=1071
num_leaves=31
num_cat=0
split_feature=43 43 3 376 401 12 12 2 2 15 129 401 159 16 133 13 2 12 43 16 2 43 0 43 3 42 1371 43 133 133
split_gain=0.00299483 0.0122367 0.0171312 0.00840224 0.00913656 0.012906 0.0165695 0.0151912 0.0258416 0.0233418 0.0169577 0.0173412 0.0130372 0.0191554 0.0168299 0.0128556 0.0114817 0.0169254 0.0104176 0.00973934 0.0192538 0.00798911 0.0240457 0.0239106 0.0226863 0.0137202 0.00854047 0.00783654 0.00762068 0.0191588
threshold=-0.088704999999999992 -0.090869999999999992 -0.085709999999999995 1.0000000180025095e-35 0.11769000000000002 0.093965000000000007 0.092550000000000007 0.10060500000000001 0.094835000000000017 -0.040439999999999997 0.085135000000000016 0.088555000000000009 0.095130000000000006 -0.082779999999999979 0.091580000000000009 0.23855500000000004 0.088665000000000008 0.085440000000000016 -0.14386499999999997 -0.079504999999999978 0.086285000000000014 -0.085739999999999997 -0.085804999999999979 -0.085474999999999982 -0.086224999999999982 0.084835000000000008 0.083235000000000017 -0.14386499999999997 0.087625000000000022 0.086910000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 10 27 11 16 13 -7 15 -15 17 19 -19 -1 -21 22 25 -23 -24 -2 28 -9 29 -25
right_child=21 2 -4 -5 -6 12 -8 9 -10 -11 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 23 24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00097536056834672178 0.0019877804529512236 2.9815874542250776e-05 0.0034263128535477099 0.0020570730045437811 0.0020063008004356001 -0.00054521230534495169 -0.0032270107551344803 -0.0016915279912063854 0.0035017695282294884 -0.0044089476533588912 0.0023475989403033801 -0.0032938940888492482 -0.0015780628319286432 0.0039691175393936403 -3.8792208708342049e-05 0.00087133982396196761 -0.001796589445924231 0.00043036714045991819 0.003315025820795979 -0.0034180359225361966 0.00070897568133659666 0.0033477011181059337 -0.0005061651225498116 -7.0160839780414295e-05 -0.0051596650824649263 -0.0013935712559725204 -0.0018097578511245688 0.0011078538867150202 0.00031205905615150711 -0.0023385941859726841
leaf_weight=21 28 33 27 20 21 54 21 20 20 21 22 21 24 37 31 21 36 31 21 26 20 21 22 1842 20 21 27 20 534 38
leaf_count=21 28 33 27 20 21 54 21 20 20 21 22 21 24 37 31 21 36 31 21 26 20 21 22 1842 20 21 27 20 534 38
internal_value=0 0.000207678 0.00155824 4.81629e-05 -3.41694e-05 -0.000125925 -0.00051815 -0.000314257 7.60718e-05 -0.0017092 -0.000269958 -0.000597153 0.00057867 0.00094064 0.00184217 0.00284751 -0.000231788 0.000241597 0.00159533 -0.000809057 -0.00162368 -4.62049e-05 -0.000966331 -1.21954e-05 -0.00272212 0.00053863 -4.11007e-05 -0.000291837 -2.13187e-05 -0.000116012
internal_weight=0 568 60 508 488 467 300 279 218 61 198 176 167 143 89 58 155 119 52 67 46 2553 91 2462 42 49 2441 40 2414 1880
internal_count=3121 568 60 508 488 467 300 279 218 61 198 176 167 143 89 58 155 119 52 67 46 2553 91 2462 42 49 2441 40 2414 1880
is_linear=0
shrinkage=0.1


Tree=1072
num_leaves=31
num_cat=0
split_feature=480 403 402 403 1208 3 403 0 0 2 2 480 481 403 402 133 4 1211 1212 1212 128 128 154 474 471 1204 130 403 1213 42
split_gain=0.00320133 0.0141639 0.0134183 0.0113041 0.0149485 0.0369452 0.025343 0.0100277 0.0192077 0.0178971 0.00886404 0.00839628 0.0073041 0.00472214 0.0145042 0.00479714 0.0111453 0.00783494 0.00695422 0.00652342 0.00501982 0.0101312 0.00838061 0.0122452 0.00723043 0.00580096 0.0170643 0.00711706 0.00707183 0.0207825
threshold=0.086995000000000017 -0.55327499999999985 0.10306000000000001 -0.54856499999999986 0.10233500000000001 -0.080289999999999986 -0.52800499999999995 -0.092759999999999995 -0.084889999999999979 0.085345000000000018 0.10327000000000001 0.092935000000000018 -0.045769999999999991 -0.41825499999999993 -0.45015499999999992 0.51314000000000015 -0.076229999999999978 0.11789500000000001 0.12267000000000002 0.10761500000000002 0.11876500000000001 0.11059000000000001 0.084190000000000001 -0.45463999999999999 -0.086614999999999984 0.058775000000000008 0.12174000000000001 -0.23730999999999999 0.060985000000000004 0.088465000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -3 6 -6 -5 12 11 -10 -11 -9 -2 14 -8 17 -17 18 19 20 21 22 23 -15 -25 26 27 -26 -29 -30
right_child=2 3 -4 4 5 -7 13 8 9 10 -12 -13 -14 15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.0024459578494618957 0.0025642572769096921 -0.0022515550126131116 -0.0028436296805739404 -0.0028043702332070097 0.0050620253791566943 -0.00052477580772166885 -0.00097184581309556976 -0.00095891488136575485 0.0024980596051766323 -0.0017054720114850043 0.00050025386950246209 -0.0037899266061140226 -0.00010598430555546657 -0.0023579347772862426 0.0021461198479251786 0.00059149515740996737 -0.002556811737746972 0.0015548185219593121 -0.0015632092886205232 0.001440188787501029 0.0012290936312638224 -0.0020571185765220434 0.0020461072167381644 0.0017390207709468088 -0.00169915823158226 -0.0017012692106072793 0.0023790687120830022 -4.4134780278753002e-05 0.00017337008201038687 0.0036802064592484384
leaf_weight=24 21 22 20 32 20 29 25 22 26 35 38 20 20 22 37 22 23 33 28 32 33 24 20 24 25 20 30 2265 109 20
leaf_count=24 21 22 20 32 20 29 25 22 26 35 38 20 20 22 37 22 23 33 28 32 33 24 20 24 25 20 30 2265 109 20
internal_value=0 2.66426e-05 -0.000384999 6.58615e-06 2.38779e-05 0.00175555 -6.16888e-06 -0.00011482 -0.000515085 0.000245128 -0.000557286 -0.00230702 0.0012617 2.59022e-05 0.000888876 6.30353e-06 -0.00101764 2.34646e-05 4.40928e-06 2.11369e-05 3.61776e-06 -1.21856e-05 7.17475e-06 -9.03943e-06 1.16889e-05 -5.1017e-06 8.75022e-06 -2.0646e-05 -3.11771e-06 0.000717066
internal_weight=0 2919 202 2895 2873 49 2824 182 141 99 73 42 41 2792 62 2730 45 2685 2652 2624 2592 2559 2535 2515 2493 2469 2449 2419 2394 129
internal_count=3121 2919 202 2895 2873 49 2824 182 141 99 73 42 41 2792 62 2730 45 2685 2652 2624 2592 2559 2535 2515 2493 2469 2449 2419 2394 129
is_linear=0
shrinkage=0.1


Tree=1073
num_leaves=31
num_cat=0
split_feature=153 473 16 51 1426 475 157 49 2 15 1429 2 0 49 159 13 16 16 131 130 52 1 0 1 124 16 130 3 4 158
split_gain=0.00309616 0.00405026 0.00471482 0.0133872 0.0150345 0.0105106 0.00523773 0.00481923 0.0176388 0.0201081 0.02725 0.0330527 0.0139138 0.0163405 0.0142032 0.0159449 0.0124598 0.0176219 0.0108557 0.0158055 0.0108191 0.00952624 0.0195565 0.0180066 0.0107884 0.0114085 0.00986662 0.0107195 0.013805 0.0088559
threshold=0.086100000000000024 -0.07576999999999999 0.62682500000000008 -0.21316999999999997 -1.0000000180025095e-35 0.12365000000000002 0.23903500000000003 0.09567500000000001 0.086950000000000013 -0.020484999999999996 0.083985000000000018 0.089775000000000008 -0.070154999999999981 0.12899500000000003 0.094385000000000011 -0.093839999999999993 -0.4714549999999999 -0.088909999999999989 -0.13752999999999996 0.12884500000000002 0.092965000000000006 0.14754500000000001 -0.057069999999999989 0.14262000000000002 -0.088289999999999993 -0.105305 0.096010000000000012 -0.091054999999999983 -0.068329999999999988 0.13634500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 18 -9 10 11 -10 14 -14 15 -13 -17 -18 -3 21 -19 23 -23 24 25 -20 29 -28 -29 -26
right_child=-2 2 3 4 -6 -7 -8 8 9 -11 -12 12 13 -15 -16 16 17 20 19 -21 -22 22 -24 -25 26 -27 27 28 -30 -31
leaf_value=0.0014270521188154816 -0.0011559575057143103 0.0019633652481796412 0.00071294110415405347 0.00039446224807761611 -0.0031006130418973045 0.0021985421483722433 0.0013659264002594033 0.0017811247350515 -0.0046072373969946057 -0.0036533260578289631 0.0024814142863033343 -0.0028995119087630882 -0.0033006603260629722 -0.00020691383136803971 0.0024520550764546814 0.0019657536859399283 -0.0022628949362757233 -0.00037526901995868619 -1.6493029596114702e-05 -0.0022641522367484869 0.0020840809171743416 -0.00075061345616212263 0.0029165301727489077 -0.0026554257031530144 -4.495015090185611e-05 0.0032039617315273391 -0.00015612401719507132 0.0040936519810929901 0.00053632177490120134 0.001847428740351461
leaf_weight=20 23 29 38 20 32 22 28 35 20 20 30 20 31 38 22 29 34 53 22 30 27 26 33 25 2286 22 37 20 24 25
leaf_count=20 23 29 38 20 32 22 28 35 20 20 30 20 31 38 22 29 34 53 22 30 27 26 33 25 2286 22 37 20 24 25
internal_value=0 8.582e-06 -6.34827e-07 -0.000713762 -0.00175635 2.08449e-05 4.69207e-06 -8.28089e-06 -0.000351555 -0.000581937 -0.000379872 -0.000693152 -0.000384956 -0.00159686 6.70504e-05 -0.000254852 0.00011503 -0.000355768 3.95033e-05 1.76241e-05 0.000454762 4.47881e-05 0.0013005 1.46837e-05 4.20863e-05 0.00159373 1.35443e-05 0.00109837 0.00215329 -2.44787e-05
internal_weight=0 3098 3078 90 52 2988 2966 2938 359 324 304 274 254 69 185 163 143 114 2579 2550 80 2520 59 2461 2436 44 2392 81 44 2311
internal_count=3121 3098 3078 90 52 2988 2966 2938 359 324 304 274 254 69 185 163 143 114 2579 2550 80 2520 59 2461 2436 44 2392 81 44 2311
is_linear=0
shrinkage=0.1


Tree=1074
num_leaves=31
num_cat=0
split_feature=1208 43 4 1208 133 133 151 133 151 148 1348 1371 1374 472 480 160 481 49 16 484 133 2 133 3 4 12 4 51 123 484
split_gain=0.00305987 0.023179 0.0242877 0.00431176 0.00315882 0.0456505 0.0210626 0.0170882 0.0109841 0.0164417 0.0128016 0.0102791 0.0115641 0.00964758 0.015877 0.020719 0.0189775 0.0111151 0.0287676 0.0151731 0.0133123 0.0225595 0.0212411 0.018383 0.0265406 0.0149372 0.0132609 0.0241759 0.0117432 0.0110518
threshold=0.098655000000000007 -0.036954999999999995 -0.078439999999999996 1.0000000180025095e-35 0.085760000000000017 0.086085000000000009 -0.50641499999999995 0.08653000000000001 -0.081864999999999979 -0.079549999999999996 0.08401500000000002 0.083235000000000017 1.0000000180025095e-35 -0.065034999999999996 0.086995000000000017 -0.025879999999999997 -0.082049999999999984 0.10969000000000002 0.40020000000000006 0.064170000000000019 0.10397500000000001 0.087245000000000003 0.11830000000000002 -0.081644999999999981 -0.019614999999999997 0.087695000000000009 0.056795000000000005 -0.083239999999999995 0.083805000000000004 0.095680000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 -1 -7 10 -10 -8 12 13 -9 16 -16 -15 18 19 20 21 28 -22 24 -23 -25 27 -19 -18 -21
right_child=1 -3 -4 -5 5 7 8 11 9 -11 -12 -13 -14 14 15 -17 17 26 -20 29 22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0030706567330407385 -0.0046436648769304159 0.0016671887607886814 0.00022556502482898181 0.0012727710987544723 0.004466047063275861 -0.0025326622985303404 0.00036911097144714708 0.0020491186449071394 -0.0027051443185579656 -7.1368940457503904e-05 0.0027748079570010307 -0.0021165736828697847 0.0025529393681790681 0.0028875188806559895 1.8750825388865039e-06 -0.0039599731606854635 0.0014987073481227886 -0.0039099670384593046 0.0038761578367224763 0.0030819381069805887 0.0024782163596416759 0.00024083292926661674 2.5316976981620041e-06 -0.0019579618042635341 -0.004185169464298746 0.0010563786321186595 0.00046788502268578958 0.00043143475954623327 -0.00084174327930668373 0.00045000617019235129
leaf_weight=23 20 26 21 27 24 25 192 25 24 1910 25 20 20 25 33 22 53 29 21 27 41 20 224 31 42 35 38 23 36 39
leaf_count=23 20 26 21 27 24 25 192 25 24 1910 25 20 20 25 33 22 53 29 21 27 41 20 224 31 42 35 38 23 36 39
internal_value=0 -0.0006685 -0.00214967 1.46659e-05 3.44391e-06 0.000166528 -6.05445e-05 4.20547e-05 -2.83583e-05 -0.000104053 0.000646265 0.000122114 0.000179224 0.000117084 5.17247e-05 -0.00158286 0.000183161 8.05678e-05 0.000243903 0.00010471 -9.00027e-05 -0.000670762 0.000385562 -0.00152097 -0.00275743 -0.000359448 -0.000952071 -0.00198973 0.000552008 0.00152671
internal_weight=0 67 41 3054 3027 853 2174 829 2151 1934 217 804 784 764 739 55 684 659 569 548 482 217 265 128 62 66 90 52 89 66
internal_count=3121 67 41 3054 3027 853 2174 829 2151 1934 217 804 784 764 739 55 684 659 569 548 482 217 265 128 62 66 90 52 89 66
is_linear=0
shrinkage=0.1


Tree=1075
num_leaves=31
num_cat=0
split_feature=151 484 484 484 42 484 15 49 160 0 474 159 40 42 1205 474 12 474 1446 474 474 49 52 1456 15 1456 1456 1456 2 3
split_gain=0.00314352 0.00315378 0.0236126 0.0217258 0.0210851 0.0197654 0.0101415 0.0123995 0.0140828 0.017177 0.0122617 0.00668228 0.00566247 0.0121043 0.00855132 0.00509206 0.0182612 0.0108798 0.00757073 0.00576579 0.0313138 0.0125346 0.0121499 0.00785442 0.0194003 0.00764245 0.0288541 0.0143941 0.0107635 0.00916688
threshold=-0.5666199999999999 0.090535000000000018 0.094140000000000015 0.087235000000000021 0.083865000000000009 0.085790000000000019 0.093115000000000017 0.10211000000000002 -0.33012999999999998 -0.083554999999999977 0.096025000000000013 0.10141500000000002 -0.24452499999999996 0.15665000000000004 0.09993500000000001 0.10970500000000001 0.091930000000000012 0.10280500000000001 0.11655500000000001 0.085500000000000007 0.086515000000000009 -0.0081349999999999981 -0.010739999999999998 -0.090954999999999994 0.09116500000000001 -0.077769999999999992 -0.063824999999999979 -1.0000000180025095e-35 0.085155000000000022 -0.0037349999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 12 7 8 -4 11 -11 -10 -2 14 15 17 -17 18 19 23 -21 -22 -23 24 -14 28 -27 -28 -25 -29
right_child=1 2 6 4 -6 -7 -8 -9 9 10 -12 -13 13 -15 -16 16 -18 -19 -20 20 21 22 -24 25 -26 26 27 29 -30 -31
leaf_value=0.0012193613863062292 -0.0016645322437398137 -0.0036485711321438429 0.002533874532297975 0.00023511422246142669 0.0044056619731815188 -0.0024874238353731928 -0.0018943351218835094 -0.0013839896088220964 -0.0021583210102592908 0.0024459372384525425 -0.00059460903617686463 0.0001072400492494521 -0.0034312296882324685 0.0022146064714761451 -0.0020560028310865164 -0.0033263523504137994 0.00054938466092872048 0.0021145395217463375 -0.0016794105821575683 0.0043239645881112667 -0.001449347676871663 2.6136618984501664e-05 0.002890833574929275 0.0023345160829622356 0.00072247078034864823 -0.0033879823945462705 0.0025732587070458317 -8.6781003685690203e-05 4.6366174445630843e-05 0.00044328822316951413
leaf_weight=21 20 20 31 27 22 32 26 38 30 36 21 23 22 25 20 20 31 25 26 20 38 57 20 34 23 25 22 1921 52 393
leaf_count=21 20 20 31 27 22 32 26 38 30 36 21 23 22 25 20 20 31 25 26 20 38 57 20 34 23 25 22 1921 52 393
internal_value=0 -8.26018e-06 -0.000368808 1.99566e-05 0.00210761 -1.62411e-05 -4.88311e-05 0.000219231 0.000651305 0.000120762 0.00132574 -0.00117515 1.20616e-05 2.41495e-05 4.22904e-06 1.93278e-05 -0.000970512 3.81784e-05 1.86123e-05 3.5418e-05 0.00067193 3.67935e-05 0.000770214 9.35978e-07 -0.00130823 2.50113e-05 -8.71745e-06 2.74476e-05 0.000950984 3.24372e-06
internal_weight=0 3100 225 2875 49 2826 205 179 141 110 57 53 2794 2774 2749 2729 51 2678 2653 2627 135 115 77 2492 45 2447 2361 2336 86 2314
internal_count=3121 3100 225 2875 49 2826 205 179 141 110 57 53 2794 2774 2749 2729 51 2678 2653 2627 135 115 77 2492 45 2447 2361 2336 86 2314
is_linear=0
shrinkage=0.1


Tree=1076
num_leaves=31
num_cat=0
split_feature=3 1 40 39 1 1 9 49 3 49 44 15 48 34 34 34 9 2 11 11 2 399 11 1 2 1428 39 475 51 51
split_gain=0.00326318 0.00631666 0.0105149 0.011287 0.0050639 0.00775404 0.0067326 0.00691413 0.0131433 0.0110798 0.0109559 0.00975495 0.00731394 0.00529073 0.00761164 0.01222 0.00627319 0.00545608 0.00654303 0.00891961 0.0227569 0.0103602 0.00761335 0.00757717 0.0148561 0.0111594 0.00724329 0.00739136 0.00635427 0.0119582
threshold=0.63141500000000017 0.16540500000000002 -0.24452499999999996 0.14059500000000003 0.14860500000000001 0.14554000000000003 0.099965000000000012 0.12899500000000003 -0.0025099999999999996 0.16460500000000003 0.083555000000000018 -0.052074999999999989 0.092805000000000012 -0.097449999999999981 -0.084564999999999987 -0.057544999999999992 0.089995000000000006 -0.080614999999999978 0.096435000000000007 0.086080000000000018 0.11093500000000002 -0.087854999999999989 0.10553000000000001 0.13501500000000002 0.14445500000000003 -0.070379999999999984 0.10713500000000002 0.093020000000000005 -0.14660499999999996 -0.22411499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 10 11 -10 13 12 -9 -4 -15 -16 17 -17 19 21 -21 -19 -20 25 -25 -23 27 28 29 -27
right_child=-2 -3 3 -5 -6 -7 -8 8 9 -11 -12 -13 -14 14 15 16 -18 18 22 20 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0022327115703817636 -0.0011867261952315661 0.0017802341724745931 0.0013596880765232658 0.0022695053813301704 -0.001515390818134289 0.0019221513964501873 -0.0016743001479577896 -0.0021261367801344022 0.0036934291827492418 0.00061638263799250123 -0.0021995011210927495 0.0014045334751567535 0.00018321035531698726 -0.0017248160464357802 0.0021519421091607703 0.0013281461037695408 -0.0017480037707303252 0.0017137341338264592 0.0023310787752270699 -0.0027891699721835353 0.0012164279362996636 0.0019660806050524116 -0.00028655694797635078 -0.0027291874623062602 0.00076324617312777609 -0.00020093704901031546 0.0014299640192114043 0.0018528942209741217 -3.6096908531044818e-05 -0.0022983210090185622
leaf_weight=21 23 20 28 22 22 21 24 24 22 25 23 31 32 26 26 30 21 34 25 37 23 28 20 29 21 111 33 20 2263 36
leaf_count=21 23 20 28 22 22 21 24 24 22 25 23 31 32 26 26 30 21 34 25 37 23 28 20 29 21 111 33 20 2263 36
internal_value=0 8.81043e-06 -2.6998e-06 1.26192e-05 -3.74041e-06 7.2972e-06 -6.14262e-06 7.34652e-06 0.000709261 0.0020567 -2.58421e-05 -1.86668e-05 -0.00080651 -8.05692e-06 -2.18179e-05 -5.75772e-06 -2.62997e-05 -1.29581e-05 -2.79705e-05 -4.83896e-05 -0.00125369 -2.03049e-05 0.00116769 -4.35074e-05 -0.00126237 -1.90421e-05 -4.16095e-05 -6.15938e-05 -7.74817e-05 -0.000714582
internal_weight=0 3098 3078 3057 3035 3013 2992 2968 134 47 2834 87 56 2811 2783 2757 2731 2710 2680 2635 60 2575 45 2541 50 2491 2463 2430 2410 147
internal_count=3121 3098 3078 3057 3035 3013 2992 2968 134 47 2834 87 56 2811 2783 2757 2731 2710 2680 2635 60 2575 45 2541 50 2491 2463 2430 2410 147
is_linear=0
shrinkage=0.1


Tree=1077
num_leaves=31
num_cat=0
split_feature=123 376 44 1455 1452 484 13 482 482 483 483 42 51 152 16 483 40 483 148 448 0 1456 1456 403 403 403 133 133 133 15
split_gain=0.00337702 0.00658283 0.00438012 0.00454396 0.00436113 0.00362645 0.0110906 0.00536024 0.00745125 0.00398444 0.00961161 0.0188035 0.00936418 0.0163743 0.00840713 0.00707072 0.00961124 0.00918379 0.0067143 0.00768294 0.00617745 0.00535393 0.00996482 0.0167055 0.00789529 0.0141835 0.00851429 0.0224847 0.0189913 0.0164709
threshold=0.13162000000000004 0.11283000000000001 0.10049500000000001 0.11922500000000001 0.10669000000000002 0.25819500000000006 -0.078944999999999987 0.11789500000000001 0.11117500000000001 0.10761000000000003 0.098395000000000024 0.088465000000000002 -0.43587999999999999 0.083250000000000018 -0.021269999999999997 0.095250000000000015 -0.24134999999999998 0.093265000000000015 -0.12018999999999998 1.0000000180025095e-35 -0.24955499999999997 0.10959500000000001 0.091180000000000011 -0.56738999999999995 -0.5492149999999999 -0.53762499999999991 0.087625000000000022 0.088285000000000016 0.087435000000000013 -0.015039999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 9 10 12 -12 -1 15 -11 16 -14 18 -18 20 -20 22 23 -22 -25 -26 28 -28 -27 -29
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 14 11 -13 13 -15 -16 -17 17 -19 19 -21 21 -23 -24 24 25 26 27 29 -30 -31
leaf_value=0.0015629669475192961 -0.0012952559697441757 0.0018167202209588139 -0.0012958419448785628 0.0014078856233264443 -0.0012234398806146506 -0.00073194012617353694 0.0023764849058352413 -0.0014933188756306968 0.0019308473798446359 0.00065639949869364508 -0.00015461356767142815 0.0035058029583128897 0.0021335478350963622 -0.0026955803512701887 -0.0020280207619569929 -0.0013892854484839593 -0.0017714347044767984 0.0019332782840744283 0.0015012898303281804 0.0018879240539501467 -0.0026808926787149786 -0.0013759834216519572 0.0016682940233937083 0.0015825396097109965 -0.0022480710550082912 -8.6717005690215704e-05 0.0027831708940876916 -0.00050294258654280135 -0.0030417304128852931 0.00067096385077903067
leaf_weight=37 20 20 26 23 29 22 24 24 20 20 36 23 21 23 28 37 22 24 26 21 24 30 34 30 29 1905 35 212 22 274
leaf_count=37 20 20 26 23 29 22 24 24 20 20 36 23 21 23 28 37 22 24 26 21 24 30 34 30 29 1905 35 212 22 274
internal_value=0 8.35378e-06 -3.38505e-06 7.61459e-06 -3.00752e-06 8.7782e-06 0.000889847 -4.92797e-06 7.25116e-06 -5.95582e-06 9.1823e-06 0.00127233 -1.73771e-05 -3.8494e-05 -0.000909512 -1.62387e-05 2.5146e-06 -1.41341e-05 -3.16784e-05 -1.71914e-05 -3.24555e-05 -4.78226e-05 -3.22885e-05 -5.51332e-05 -2.99962e-05 -4.95264e-05 -2.34815e-05 0.000335185 -0.000120454 0.000158889
internal_weight=0 3101 3081 3055 3032 3003 46 2957 2933 2913 2865 59 2806 2769 48 2746 2709 2688 2664 2642 2621 2595 2565 2531 2507 2477 2448 521 1927 486
internal_count=3121 3101 3081 3055 3032 3003 46 2957 2933 2913 2865 59 2806 2769 48 2746 2709 2688 2664 2642 2621 2595 2565 2531 2507 2477 2448 521 1927 486
is_linear=0
shrinkage=0.1


Tree=1078
num_leaves=31
num_cat=0
split_feature=39 47 3 11 33 1 1 46 473 34 4 43 15 9 1 2 2 1 1 47 0 39 1 473 3 1 3 3 13 160
split_gain=0.00369206 0.00547281 0.0033482 0.0058238 0.00734323 0.00655155 0.0080565 0.00498708 0.00799531 0.00457426 0.00654956 0.0163722 0.0177082 0.00881895 0.00670955 0.00592963 0.0080238 0.00588798 0.00970032 0.00756144 0.0078934 0.00701204 0.00638973 0.0133497 0.00674467 0.0302569 0.0496814 0.0120117 0.0284554 0.0201317
threshold=0.15619500000000003 0.14397500000000002 0.63141500000000017 -0.072629999999999986 0.085305000000000006 0.14860500000000001 0.14516000000000004 0.096120000000000011 0.084020000000000011 -0.097449999999999981 0.51388000000000011 -0.078844999999999985 -0.54354999999999987 0.092235000000000011 0.13869000000000004 -0.080614999999999978 -0.0091949999999999983 0.11846000000000002 0.12082500000000002 0.090280000000000013 -0.064754999999999993 0.10661000000000002 0.11690500000000002 -1.0000000180025095e-35 0.10732000000000001 0.10658000000000002 0.12745000000000004 -0.0037349999999999996 -0.15714499999999998 0.086075000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 -5 13 -12 -13 14 15 -11 -17 21 -19 20 -20 22 23 -18 27 26 -26 28 -25 -29
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 10 11 12 -14 -15 -16 16 17 18 19 -21 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=0.0017089331062743443 -0.0011866726760322659 0.0016588243114529179 -0.0012299913489683108 0.0014865173248662837 -0.0013844953963263451 -0.0015976481947582216 0.0019797265707027344 0.0013669166985588769 -0.0018975912318141622 0.0013996453369937599 0.0013075256533920767 -9.2583049554377804e-05 -0.0043006940337363634 0.0019360077305464074 -0.0017698552811496139 -0.0016753409914339761 0.0025029522854657402 0.002461530746892095 -6.5689853561872781e-05 -0.00084772434110116023 0.0022640869267678892 0.0015681747280593432 -0.0016822241869269183 -0.0036376404110342268 -0.0057617637235671286 0.0007703889978228737 0.00037141868046351842 0.0012705927235921472 -2.3247995031123122e-05 -0.0013271481331242753
leaf_weight=20 26 20 22 21 38 25 21 27 22 31 20 20 20 24 21 28 21 25 33 38 26 28 23 22 25 59 28 154 2196 37
leaf_count=20 26 20 22 21 38 25 21 27 22 31 20 20 20 24 21 28 21 25 33 38 26 28 23 22 25 59 28 154 2196 37
internal_value=0 9.96882e-06 -7.55445e-07 8.10246e-06 -3.11304e-06 1.44137e-05 2.79832e-05 1.40847e-05 1.58425e-06 1.59918e-05 5.26548e-06 -0.00102858 -0.00219664 2.72701e-05 1.08802e-05 2.43609e-05 8.81813e-06 2.6187e-05 0.000705109 0.000252422 0.000960991 -5.7561e-06 -2.29374e-05 -7.9242e-06 -2.88399e-05 -0.000787423 -0.00252159 6.42844e-06 -5.90986e-05 0.000767365
internal_weight=0 3095 3075 3053 3033 2995 2970 2949 2922 2900 2879 60 40 2819 2795 2774 2743 2715 122 97 59 2593 2565 2542 2521 112 53 2409 2218 191
internal_count=3121 3095 3075 3053 3033 2995 2970 2949 2922 2900 2879 60 40 2819 2795 2774 2743 2715 122 97 59 2593 2565 2542 2521 112 53 2409 2218 191
is_linear=0
shrinkage=0.1


Tree=1079
num_leaves=31
num_cat=0
split_feature=1428 473 471 475 470 11 155 3 0 156 3 403 151 3 1209 151 133 1210 0 0 0 159 12 1 13 1 15 1 13 43
split_gain=0.0030461 0.0177872 0.00446098 0.00505104 0.00862991 0.00566357 0.0146946 0.0135201 0.0147278 0.00602259 0.00511531 0.020312 0.0171628 0.0225737 0.0181948 0.0160755 0.0113982 0.0201876 0.0171823 0.0148367 0.0158103 0.0169743 0.0603192 0.0139249 0.0540037 0.0381404 0.0429314 0.0243365 0.0234633 0.0221852
threshold=-0.071779999999999997 -0.072684999999999986 -0.083284999999999984 -0.50059999999999982 0.079700000000000007 0.08976000000000002 0.11958000000000001 -0.14847999999999997 0.0059850000000000016 0.11715000000000002 -0.082234999999999989 -0.53762499999999991 0.13340000000000005 -0.082334999999999978 -0.087199999999999986 0.084350000000000008 0.087625000000000022 -0.0049999999999999984 0.10455500000000001 0.047850000000000011 -0.019414999999999998 0.11389500000000001 0.091085000000000013 0.092235000000000025 -0.117405 0.096325000000000008 -0.09551999999999998 0.10439500000000002 -0.096404999999999991 -0.067199999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 9 8 -7 10 12 -12 13 14 -5 -16 18 -18 19 20 21 23 -23 24 -13 26 -25 29 -26 -27
right_child=1 2 3 4 -6 7 -8 -9 -10 -11 11 16 -14 -15 15 -17 17 -19 -20 -21 -22 22 -24 25 28 27 -28 -29 -30 -31
leaf_value=-0.00091453725067872766 0.0029832020425237717 -0.0013961696146946887 0.0015857221177429893 0.002911461821919226 -0.0020790784701239318 0.0003855998060316779 -0.0025357463209808844 -0.00092197275110359855 0.0037466809111223981 0.0011765614643335603 -0.0027536416859847718 -0.0049651110363192856 -0.0027645920906797985 0.0032251052897966782 1.2206468966085618e-05 0.0024816596630477797 0.00347906784620136 0.00021836939878012345 -0.0026395589513664042 0.0019481372713926249 -0.0024265070504043253 -0.0054622593154199425 0.0014172308039493286 0.005977621972662113 0.0021190862794173882 2.2574272767013435e-05 0.0007889934055408678 0.00034845392724732664 -0.00039428773506327929 -0.0030184541236636469
leaf_weight=36 20 23 20 23 20 32 23 29 22 43 29 25 20 24 1114 27 20 375 29 32 32 25 26 23 40 49 52 321 520 47
leaf_count=36 20 23 20 23 20 32 23 29 22 43 29 25 20 24 1114 27 20 375 29 32 32 25 26 23 40 49 52 321 520 47
internal_value=0 1.06721e-05 -8.72453e-06 1.76568e-06 -8.71715e-06 5.07606e-06 -1.80852e-05 0.000819626 0.00175493 1.91006e-06 -1.57941e-05 -0.00013054 0.000140461 0.000189368 0.000126775 7.06423e-05 -8.34667e-05 0.000383468 -0.000234523 -0.000176011 -0.000234608 -0.000172426 -0.00195507 -8.80116e-05 -0.000417767 0.000304076 0.00238017 -6.93225e-05 -0.000214761 -0.00146626
internal_weight=0 3085 3065 3042 3022 3002 2919 83 54 2896 2853 1645 1208 1188 1164 1141 1616 395 1221 1192 1160 1128 51 1077 585 492 75 417 560 96
internal_count=3121 3085 3065 3042 3022 3002 2919 83 54 2896 2853 1645 1208 1188 1164 1141 1616 395 1221 1192 1160 1128 51 1077 585 492 75 417 560 96
is_linear=0
shrinkage=0.1


Tree=1080
num_leaves=31
num_cat=0
split_feature=39 47 47 131 1203 51 2 3 2 51 12 43 47 2 43 13 15 15 16 16 16 150 1375 1373 0 3 2 11 2 0
split_gain=0.00295527 0.00436784 0.00338245 0.00515644 0.00568443 0.00576115 0.0160429 0.0498117 0.0181819 0.0122918 0.0114904 0.0151824 0.0210558 0.0113341 0.0107687 0.0111361 0.0107264 0.0141617 0.0128767 0.0130789 0.00986742 0.00880271 0.00844346 0.00730404 0.00707034 0.0246788 0.0146383 0.0113515 0.0146654 0.00966749
threshold=0.15619500000000003 0.14397500000000002 0.13283000000000003 0.13857500000000003 -0.093454999999999996 0.082455000000000014 0.089125000000000024 0.088060000000000013 0.087815000000000018 0.067785000000000012 0.09320500000000001 -0.0064299999999999991 0.078345000000000012 0.092875000000000013 0.0016850000000000001 0.10002500000000002 0.040760000000000005 -0.031204999999999997 -0.083134999999999987 -0.071854999999999988 -0.086989999999999984 0.088135000000000005 0.097315000000000026 0.086880000000000013 0.10455500000000001 -0.059315 0.10882500000000002 0.088215000000000002 0.097605000000000011 0.041630000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 7 8 10 22 11 12 -7 20 15 16 17 18 21 -20 -8 -15 23 24 29 26 27 28 -26 -6
right_child=-2 -3 -4 -5 5 6 13 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0017012433217314538 -0.0010616833165001411 0.0014819449209608139 -0.0010234110188321211 -0.0015514765755229054 -1.7475180795178258e-05 -0.00057268075447959403 0.00088485520701700199 -0.0051026039535645405 -0.0023086527350339265 -0.0022998403816018253 -0.0010881143688623394 0.0036663076335025839 0.0029588231917005037 0.00070708483513242206 -0.0013304548496047832 0.0028856644634453754 0.0019578023918591881 -0.001941360897035338 0.0036068261157543888 0.0003746422513065608 0.0035748567306436601 -0.0021247052121907473 0.0018406996348251899 -0.0015218310065172388 -0.00020477404817938807 -0.0032043998797117606 -0.001783773554780055 -0.0011915744103827735 0.0031274627328717283 0.0012286677912470624
leaf_weight=20 26 20 32 21 2284 52 30 20 24 24 28 20 25 23 28 22 38 28 21 31 25 21 24 33 25 31 32 21 28 64
leaf_count=20 26 20 32 21 2284 52 30 20 24 24 28 20 25 23 28 22 38 28 21 31 25 21 24 33 25 31 32 21 28 64
internal_value=0 8.91882e-06 -6.61837e-07 1.00933e-05 2.09447e-05 9.75022e-06 0.000345824 -0.000416625 0.000212366 -4.73535e-05 0.000696401 0.00121152 0.000573911 0.000828422 0.000496564 0.000774589 0.0004879 3.74459e-05 0.000614598 0.00167995 0.00210758 -0.000644451 -2.60869e-05 -4.38799e-05 -2.42532e-05 -0.000722559 3.26216e-06 0.000776034 0.00155565 1.64912e-05
internal_weight=0 3095 3075 3043 3022 3002 436 169 149 2566 125 97 77 267 212 184 162 124 96 52 55 44 2542 2518 2485 137 106 74 53 2348
internal_count=3121 3095 3075 3043 3022 3002 436 169 149 2566 125 97 77 267 212 184 162 124 96 52 55 44 2542 2518 2485 137 106 74 53 2348
is_linear=0
shrinkage=0.1


Tree=1081
num_leaves=31
num_cat=0
split_feature=123 123 16 11 9 46 1420 16 471 154 1428 475 157 12 2 51 13 49 12 12 43 1203 479 0 0 1208 131 0 132 16
split_gain=0.00283065 0.00599193 0.00395643 0.00437431 0.0108386 0.00772538 0.00733805 0.0115592 0.00708817 0.00524301 0.0100253 0.0227971 0.0112835 0.00516067 0.00919805 0.0163489 0.0150966 0.0126179 0.0205459 0.0112935 0.0120091 0.00917408 0.00655678 0.00632795 0.0541072 0.0174405 0.0145469 0.0143866 0.0179458 0.0221674
threshold=0.13162000000000004 0.11410500000000003 0.67964000000000013 0.10458500000000001 0.10860500000000002 -0.043074999999999995 0.056520000000000008 0.6352000000000001 0.10338500000000002 0.084190000000000001 -0.020064999999999996 0.016915000000000003 -0.5188649999999998 0.10866500000000003 0.11682500000000001 0.089890000000000012 -0.051094999999999995 0.09567500000000001 0.11586 0.13043000000000002 -0.23229999999999998 -0.054459999999999988 0.11327500000000001 -0.070499999999999993 -0.071719999999999992 0.098655000000000007 0.095715000000000008 -0.043914999999999989 0.0087150000000000023 -0.079734999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 10 11 -7 -12 21 15 16 -15 18 -18 -16 -21 -14 23 24 25 -23 27 28 29 -25
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 -11 12 -13 13 14 19 -17 17 -19 -20 20 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0019681112701073291 -0.0011858568503521384 0.0016521188181782651 -0.0012569877170026302 0.0011691885898471811 -0.0023263839562423527 0.00072737867965108974 -0.0018665539644037684 0.0021950729307718578 -0.0017967192159796305 0.0015429259931393476 0.0023256147381505885 -0.0038789295236624425 -0.0019443297679536044 0.0039262482359924402 -0.0017886374845147658 -0.0010505181978390152 0.0037164667540659697 -0.0011457700494065647 -0.00054677844746038324 -0.0011316634138070403 0.0020835300770928509 4.986342123582238e-05 -0.0017386154594450174 0.0012465452747419479 0.0046062118105160508 -0.0024631444473925514 0.0013584784279141496 -2.2553068588339641e-05 0.0014727201171057381 -0.001977699031533497
leaf_weight=20 20 22 25 32 20 22 21 24 22 22 21 21 25 23 32 28 26 20 20 21 26 2017 22 25 26 28 47 275 23 145
leaf_count=20 20 22 25 32 20 22 21 24 22 22 21 21 25 23 32 28 26 20 20 21 26 2017 22 25 26 28 47 275 23 145
internal_value=0 7.64822e-06 -4.10181e-06 6.15429e-06 -6.16109e-06 9.29675e-06 -3.84084e-06 9.3699e-06 -8.4908e-06 5.00526e-06 -6.68995e-06 -0.00152221 1.61758e-05 -9.67394e-07 0.000494065 0.00105698 0.00172001 0.000951169 0.00186288 -0.000339615 0.000646954 -3.78175e-05 -1.95419e-05 -4.91717e-06 7.30893e-05 1.54555e-05 -0.000318609 -0.000487035 -0.00114886 -0.00150355
internal_weight=0 3101 3079 3054 3022 3002 2982 2961 2937 2915 2893 43 2850 2829 196 117 89 66 46 79 47 2633 2608 2586 2071 2045 515 468 193 170
internal_count=3121 3101 3079 3054 3022 3002 2982 2961 2937 2915 2893 43 2850 2829 196 117 89 66 46 79 47 2633 2608 2586 2071 2045 515 468 193 170
is_linear=0
shrinkage=0.1


Tree=1082
num_leaves=31
num_cat=0
split_feature=1208 1209 1208 1209 1208 401 401 43 128 38 1212 0 1212 1212 403 0 2 160 0 2 52 16 160 12 475 12 51 12 16 42
split_gain=0.00320919 0.0179482 0.0192947 0.016207 0.00435772 0.00325818 0.0094253 0.00833732 0.0041871 0.0091337 0.00464012 0.00644356 0.00628853 0.0225352 0.0213135 0.00450714 0.0226566 0.0238194 0.010877 0.0186913 0.0109102 0.0155428 0.0120312 0.00689472 0.0178623 0.02339 0.0384636 0.0183408 0.0215393 0.0299791
threshold=0.099975000000000008 0.10742500000000001 0.11846000000000001 -0.097919999999999993 0.080860000000000015 0.11602000000000001 0.11061500000000002 -0.0090299999999999981 0.11976500000000002 0.11100500000000002 -0.14780999999999997 -0.084384999999999988 -0.063924999999999996 -0.087464999999999987 0.0033700000000000002 -0.15599999999999997 0.086100000000000024 0.10830500000000001 -0.23811499999999999 0.10672500000000001 -0.077024999999999996 -0.5048999999999999 -1.0000000180025095e-35 0.086420000000000011 -0.085684999999999997 0.083875000000000019 -0.085734999999999992 0.08493500000000001 -0.0051099999999999991 0.085010000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 8 -7 9 10 11 -5 13 14 -12 16 -14 18 19 -18 -20 -22 -23 24 25 26 -17 -26 -29 -30
right_child=1 2 -4 4 -6 7 -8 -9 -10 -11 12 -13 15 -15 -16 23 17 -19 20 -21 21 22 -24 -25 27 -27 -28 28 29 -31
leaf_value=-0.0028520111739635469 0.0031847123556508448 -0.0024291793734807035 0.001763311875540586 0.0001870975332249972 0.0014752413041424007 0.00039840803947299719 0.0020265872799348512 -0.0018002829702762778 0.0010815008997867284 -0.0021484753198456018 -0.0021285174417526235 -0.002233187642625787 0.0027532475780961772 0.0032353683021264499 0.0019477857605797119 0.0017503327954771176 -0.0032290414150338621 -0.0032795783015899362 -0.00072289162160207832 0.00058379130851891306 8.3505553931633887e-05 0.0012456295059261417 0.0045231447998611701 9.4979973661520306e-05 -0.00016911460621763696 0.0032191870818761266 -0.0033370333870508424 -0.00063025934503002645 -0.0059386193597068399 -0.00081344753393204888
leaf_weight=20 20 23 21 22 20 35 23 34 35 20 29 22 35 27 23 42 20 20 30 36 41 24 21 1409 839 33 23 128 21 25
leaf_count=20 20 23 21 22 20 35 23 34 35 20 29 22 35 27 23 42 20 20 30 36 41 24 21 1409 839 33 23 128 21 25
internal_value=0 0.000700823 -0.000428218 -1.46721e-05 4.01302e-06 -5.7399e-06 1.01588e-05 -0.000685005 -5.6969e-06 -1.88637e-05 -4.02316e-06 -0.00102305 1.18427e-05 0.000891481 -0.000325537 -1.34545e-05 0.00041333 -1.32176e-05 0.000366592 -0.000777935 0.000919122 0.00149192 0.00277514 -5.1899e-05 -0.000238175 0.00105097 -4.98122e-05 -0.00036289 -0.00129724 -0.0031532
internal_weight=0 64 44 3057 3037 3017 2948 69 2925 2890 2870 44 2826 79 52 2747 227 192 172 56 116 86 45 2520 1111 98 65 1013 174 46
internal_count=3121 64 44 3057 3037 3017 2948 69 2925 2890 2870 44 2826 79 52 2747 227 192 172 56 116 86 45 2520 1111 98 65 1013 174 46
is_linear=0
shrinkage=0.1


Tree=1083
num_leaves=31
num_cat=0
split_feature=151 484 484 484 475 484 159 42 133 13 15 49 483 1375 160 1373 15 457 456 456 48 15 484 151 151 151 49 457 0 3
split_gain=0.00315549 0.00311627 0.0197226 0.0156691 0.0205709 0.0164422 0.00946421 0.0122899 0.01731 0.0167728 0.0167153 0.0183844 0.0160318 0.00454065 0.0145419 0.00839765 0.0109425 0.00776459 0.00701457 0.0123557 0.0169469 0.0129759 0.00695502 0.00633309 0.0138344 0.0115802 0.00613413 0.00546078 0.00611044 0.0213564
threshold=-0.5666199999999999 0.090535000000000018 0.094140000000000015 0.087235000000000021 -0.084394999999999984 0.085790000000000019 0.11109000000000001 0.094165000000000013 0.090665000000000009 -0.085384999999999975 -0.0072999999999999992 0.10211000000000002 0.093585000000000015 0.083585000000000007 0.10648000000000001 0.085770000000000013 -0.0088349999999999974 0.41269500000000009 0.060100000000000008 0.089235000000000023 0.087310000000000013 -0.015744999999999999 -0.075319999999999984 -0.10142999999999999 -0.090064999999999992 -0.16145499999999999 0.41663000000000006 0.10021000000000001 -0.17169499999999996 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 13 7 8 9 12 11 -11 -4 17 15 16 22 18 23 20 -20 -21 -15 25 -25 26 -2 28 29 -26
right_child=1 2 6 4 -6 -7 -8 -9 -10 10 -12 -13 -14 14 -16 -17 -18 -19 19 21 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=0.0012216806140107415 0.00087336701754894526 -0.0033641308045480401 -0.00077128831811326866 -0.00067454847216140478 0.0034942509068561531 -0.0022648520528946391 0.0016340961081108879 -0.0022666933322657962 0.0024765627778833735 0.0009133100962369807 -0.0036903043933720751 -0.0028680897448793985 0.0029233332804363709 -0.002413350958980758 -0.0030478933639824391 0.0017385480110533537 0.0014802657812833788 0.0017960462188348174 0.0041617238916279303 0.0011357285955646626 0.00019018634603443471 -0.001731430058791577 -0.00026357707940726817 0.0026372366666328161 0.0032346136191895667 -0.0029828427173197274 -0.0014372521836776286 -0.0016491575166583063 -2.0871391302146895e-05 -0.00017183760027696809
leaf_weight=21 27 20 24 20 29 32 28 28 24 36 22 20 23 27 20 20 20 25 21 38 22 27 34 20 26 20 20 20 2344 63
leaf_count=21 27 20 24 20 29 32 28 28 24 36 22 20 23 27 20 20 20 25 21 38 22 27 34 20 26 20 20 20 2344 63
internal_value=0 -8.2759e-06 -0.000366673 1.97726e-05 0.0017927 -1.09682e-05 -7.4238e-05 -0.000344483 1.67377e-05 -0.000455549 -0.00135473 -0.00043719 0.00103672 1.48458e-05 -0.000584328 -9.64933e-05 -0.00054959 4.19689e-05 2.54085e-05 0.000814716 0.00212977 -5.5245e-05 -0.00121512 -8.15266e-06 1.78379e-05 -0.000967477 -0.000109875 -3.51876e-06 1.00089e-05 0.000823305
internal_weight=0 3100 225 2875 49 2826 205 177 149 125 78 56 47 2794 121 101 81 2673 2648 108 43 65 61 2540 2473 67 47 2453 2433 89
internal_count=3121 3100 225 2875 49 2826 205 177 149 125 78 56 47 2794 121 101 81 2673 2648 108 43 65 61 2540 2473 67 47 2453 2433 89
is_linear=0
shrinkage=0.1


Tree=1084
num_leaves=31
num_cat=0
split_feature=153 0 1 447 147 48 48 151 401 51 11 2 2 51 15 2 48 48 1 48 48 13 12 52 1425 151 39 3 3 1209
split_gain=0.00301664 0.00352186 0.0290967 0.00548654 0.00927478 0.00437177 0.0122349 0.00800087 0.00801931 0.010716 0.0118637 0.00783254 0.0109868 0.0109945 0.0163635 0.0107842 0.0098822 0.0129825 0.0312429 0.0276338 0.0178741 0.0130171 0.012165 0.0119402 0.00719426 0.00713304 0.00695408 0.00787513 0.036185 0.0204896
threshold=0.086100000000000024 -0.24955499999999997 0.10781 0.094580000000000011 0.10271500000000001 0.083685000000000009 0.084855000000000014 -0.10142999999999999 0.080710000000000018 -0.091239999999999974 0.080455000000000013 0.11237500000000002 0.11728500000000001 0.10501000000000001 -0.091184999999999988 0.10497000000000002 0.085875000000000021 0.089575000000000016 0.087695000000000009 0.092205000000000023 0.096635000000000013 -0.0021749999999999994 0.087765000000000024 -0.018574999999999998 0.10129000000000002 -0.15147499999999997 -0.082829999999999987 -0.081234999999999988 -0.080934999999999993 -0.093169999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 24 -7 25 9 -9 11 15 -13 14 -14 16 -11 18 -18 22 -21 23 -19 -22 26 -8 -3 29 -29 -28
right_child=-2 3 -4 -5 -6 6 7 8 -10 10 -12 12 13 -15 -16 -17 17 19 -20 20 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0027511427092606262 -0.0011410163451016518 0.001809079654631205 -0.0021411343850195408 -0.0015113283763639629 0.0020523917850699615 0.0026718153338879348 -0.00014215689385309815 0.0024123651999980213 -0.0012146759884093296 -0.0018667476096500954 0.0024905358947327604 -0.0025249896813993871 -0.00089925074018538009 -0.0012362602095191298 0.0031459323747549208 0.0022457860610929545 -0.00027815104478623909 -0.003920936619397253 0.0040559494171937896 0.0026215654452030057 -0.0010147598098618411 -0.001908966215948264 -0.00051329625304788354 0.001564461605390534 -0.0016600610871267106 -0.0024181058896439421 0.0032808086369186642 -0.0033334734912558988 -0.00015255854969361356 5.4834351677999605e-05
leaf_weight=31 23 20 20 24 22 20 40 25 33 21 23 23 20 39 20 29 39 22 29 34 28 27 20 50 28 21 20 37 1069 1264
leaf_count=31 23 20 20 24 22 20 40 25 33 21 23 23 20 39 20 29 39 22 29 34 28 27 20 50 28 21 20 37 1069 1264
internal_value=0 8.47107e-06 0.000832603 -5.32306e-06 6.63332e-06 -8.36391e-06 0.000242801 0.000153334 0.00028989 0.000400471 0.000281845 0.000155162 -0.000601522 -4.15255e-05 0.00112334 0.000413295 0.000216472 0.000392165 0.00157022 -5.04176e-05 0.000628784 -1.64979e-05 -0.00229825 0.000638587 -6.63646e-05 -0.00092568 -4.78486e-05 -6.33878e-05 -0.000258973 0.000105083
internal_weight=0 3098 51 3047 3023 3001 563 543 482 449 424 401 102 79 40 299 270 249 68 181 139 105 42 78 2438 61 2410 2390 1106 1284
internal_count=3121 3098 51 3047 3023 3001 563 543 482 449 424 401 102 79 40 299 270 249 68 181 139 105 42 78 2438 61 2410 2390 1106 1284
is_linear=0
shrinkage=0.1


Tree=1085
num_leaves=31
num_cat=0
split_feature=295 106 33 34 34 120 40 1 9 10 2 46 473 123 124 123 1 13 13 13 52 3 49 1452 49 42 3 484 49 0
split_gain=0.00286477 0.0142663 0.00692956 0.00636717 0.0103933 0.00585986 0.00880613 0.00578499 0.00720814 0.0165501 0.00855391 0.00607438 0.00591166 0.00518683 0.0059032 0.00555627 0.00670385 0.00462278 0.01849 0.00739405 0.0121912 0.00555909 0.0290292 0.0121696 0.00668583 0.0258197 0.0481743 0.0300124 0.0127545 0.0108811
threshold=0.084575000000000011 0.087515000000000009 -0.012019999999999998 -0.085644999999999985 -0.028109999999999996 0.093680000000000013 -0.24134999999999998 0.15799000000000005 0.091600000000000015 0.10223 -0.0091949999999999983 0.096120000000000011 0.080835000000000004 0.11875000000000001 0.098110000000000017 0.099780000000000021 0.13869000000000004 -0.23438999999999996 -0.16152999999999998 -0.43167499999999998 -0.061194999999999992 0.11924500000000002 -0.026779999999999995 0.11769000000000002 0.11136000000000001 0.083995000000000014 -0.086224999999999982 0.044540000000000003 0.10858500000000001 -0.080499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 8 10 -10 -8 12 13 14 15 16 17 19 -19 -12 -21 23 -23 24 28 26 -26 29 -20 -27
right_child=-2 -3 3 4 5 -7 7 -9 9 -11 11 -13 -14 -15 -16 -17 -18 18 21 20 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.001701303810356573 -0.00097249446591983241 0.0025468683865090664 -0.0015536156482994557 0.0020907115220325069 0.0019625684459005362 -0.0016246414208911698 -0.0016073018855725725 -0.0014071879474895782 0.0033875276893377305 -0.00063193654419765584 -0.00046770262221495313 0.0015335003952853957 -0.0015329398217145355 -0.0015540187224923146 0.0014949404275453331 0.0015239472353944924 -0.0012733351011908183 -0.0030366210994543508 -3.0123215455314527e-06 0.00015968894627543966 0.0033470598980784418 0.0018916129926219586 -0.0030606245316950414 0.0022772022949842114 0.0058588270523139974 -0.00083424098998436638 3.0838769256464529e-05 -0.0037242981804800888 -0.0023694301651709755 0.0017528339298567863
leaf_weight=24 30 22 26 24 23 22 33 29 20 21 30 26 25 21 27 24 41 20 2341 28 21 20 29 24 23 29 37 21 23 37
leaf_count=24 30 22 26 24 23 22 33 29 20 21 30 26 25 21 27 24 41 20 2341 28 21 20 29 24 23 29 37 21 23 37
internal_value=0 9.43863e-06 -8.75083e-06 4.58949e-06 1.80089e-05 1.39964e-06 1.34322e-05 -1.76442e-06 1.21888e-05 0.00132878 -6.55433e-06 1.20002e-05 -2.02287e-06 1.16656e-05 2.3514e-05 9.05676e-06 -4.2903e-06 1.51025e-05 -7.76056e-06 0.000768715 0.00152571 1.56826e-05 -0.0010393 3.60749e-05 1.46543e-05 0.000669018 0.0022649 -0.000431591 -2.60358e-05 0.000616089
internal_weight=0 3091 3069 3045 3019 2995 2973 2950 2921 41 2880 2847 2821 2796 2775 2748 2724 2683 2604 79 49 2584 49 2535 2511 147 60 87 2364 66
internal_count=3121 3091 3069 3045 3019 2995 2973 2950 2921 41 2880 2847 2821 2796 2775 2748 2724 2683 2604 79 49 2584 49 2535 2511 147 60 87 2364 66
is_linear=0
shrinkage=0.1


Tree=1086
num_leaves=31
num_cat=0
split_feature=33 295 106 34 34 120 40 40 16 40 40 48 2 11 0 11 475 475 156 42 52 475 2 156 1371 11 43 52 0 13
split_gain=0.00302266 0.00501117 0.00987186 0.00417457 0.00856707 0.00463998 0.00726887 0.00531177 0.00934274 0.0061899 0.00874723 0.00738908 0.00506818 0.0100377 0.0119562 0.00938279 0.0124492 0.00634859 0.00638984 0.0140916 0.0123164 0.00781273 0.0248828 0.0327064 0.0212735 0.00749138 0.0125928 0.0065644 0.0106038 0.0204977
threshold=-0.044254999999999996 0.084575000000000011 0.087515000000000009 -0.085644999999999985 -0.028109999999999996 0.093680000000000013 -0.24134999999999998 -0.08440499999999998 -0.042349999999999992 -0.079414999999999986 -0.076644999999999977 0.085325000000000012 -0.15339499999999998 0.094350000000000003 -0.097734999999999989 0.089270000000000002 -0.49524999999999991 -0.24431999999999998 0.11182500000000002 0.091545000000000015 -0.55061999999999989 -0.085774999999999976 0.086950000000000013 0.08549000000000001 0.083235000000000017 0.085875000000000021 -0.53814999999999991 -0.49577999999999994 -0.067094999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 -8 11 -11 -9 -12 15 -15 16 -14 -18 21 20 -20 22 -19 -24 25 26 -23 28 -28 -30
right_child=1 -3 -4 4 5 -7 7 9 -10 10 12 -13 13 14 -16 -17 17 18 19 -21 -22 24 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0011680125470527193 -0.0012491658653339579 -0.0013646913442277799 0.0021643589885484075 0.0018816402630667047 0.0017663115210345259 -0.0014621771596880122 -0.0021135542527190411 0.0023660266539081935 0.00041228833918770155 -0.0021042194077745082 -0.0011231004411820322 8.7880536115595283e-05 0.002485023638000712 -0.00061391139003847328 0.0023592657360591387 -0.0020741920854726978 -0.0017510773913402642 0.0013386265275943461 -0.00019407089333981279 -0.0011806936904853818 0.002933335430433919 0.0023109052593455366 -0.00050374999477450426 -0.0052831376126656927 0.0023195727524580436 -0.0018715287643400105 0.0015467338882444893 -7.6530015390083943e-05 -0.0024648086948824738 0.0017610437871718951
leaf_weight=22 27 27 21 24 23 22 32 24 27 20 40 35 20 21 38 22 21 33 20 23 34 23 45 21 39 22 64 2285 24 22
leaf_count=22 27 27 21 24 23 22 32 24 27 20 40 35 20 21 38 22 21 33 20 23 34 23 45 21 39 22 64 2285 24 22
internal_value=0 -8.29179e-06 3.62969e-06 -1.12426e-05 -1.897e-07 -1.52443e-05 -4.55511e-06 -1.83385e-05 -0.00095766 7.98227e-07 -2.02851e-05 0.00101458 -5.48967e-06 1.06084e-05 0.00130102 -1.74026e-05 -6.18739e-07 -1.9196e-05 -5.49754e-06 0.000892156 0.00177504 -3.23088e-05 -0.000903434 -0.00202446 2.48002e-06 -3.45555e-05 -1.78419e-05 -4.02057e-05 0.00071435 -0.000443749
internal_weight=0 3099 3072 3051 3024 3000 2978 2955 59 2896 2837 59 2817 2777 59 2718 2696 2676 2655 77 54 2578 99 66 2479 2440 2418 2395 110 46
internal_count=3121 3099 3072 3051 3024 3000 2978 2955 59 2896 2837 59 2817 2777 59 2718 2696 2676 2655 77 54 2578 99 66 2479 2440 2418 2395 110 46
is_linear=0
shrinkage=0.1


Tree=1087
num_leaves=31
num_cat=0
split_feature=151 12 120 33 295 106 9 0 33 10 4 2 1427 42 1446 1446 128 367 13 13 14 147 2 3 16 1452 147 0 4 447
split_gain=0.00306806 0.00287183 0.00603556 0.00548466 0.0041124 0.00793025 0.00507893 0.0360998 0.00649115 0.0135079 0.0402949 0.00432956 0.00384006 0.0118173 0.00868382 0.00777684 0.00511873 0.00551355 0.00485377 0.0230724 0.00891645 0.015272 0.0146558 0.00766017 0.0169507 0.0117801 0.00717334 0.0117083 0.00955233 0.00846901
threshold=-0.5666199999999999 0.23631000000000002 0.091385000000000008 -0.012019999999999998 0.084575000000000011 0.087515000000000009 -1.0000000180025095e-35 -0.069444999999999993 0.085305000000000006 -0.0093599999999999985 0.053180000000000012 0.16394500000000004 0.088585000000000011 0.088295000000000012 0.11655500000000001 0.111445 0.11976500000000002 -0.047909999999999987 -0.40078499999999995 -0.17933499999999997 0.081390000000000004 0.10271500000000001 0.089525000000000007 0.11924500000000002 -0.071854999999999988 0.11609000000000001 0.089365000000000014 -0.23811499999999999 -0.0043399999999999992 0.085205000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 9 10 -8 12 14 -14 15 16 17 -11 -19 -20 21 23 -22 25 -25 26 27 -21 -28 -29
right_child=1 -3 -4 4 -6 -7 8 -9 -10 11 -12 -13 13 -15 -16 -17 -18 18 19 20 22 -23 -24 24 -26 -27 28 29 -30 -31
leaf_value=0.0012046366508695343 -0.0014311961551559055 -0.0011214253107976655 0.0015797821048181505 0.0015461742295883596 -0.0012282221940242582 0.001947923040106183 -0.00053857707693664861 -0.0042063459183555099 -0.0017815938206331339 -0.0016957366093993188 0.005149832367897034 0.0014629895571852103 0.0021583617848884916 -0.00054121086825890583 -0.0016690971948264634 0.0019525173190049828 0.0012306872816679971 0.00070989181735650316 -0.0026415717019357115 0.0021638951674103741 -0.0029905176806586005 0.0027596704720053824 0.00040051932772621515 0.00039208534206928948 -0.0033171859696846115 0.0021699555274099112 0.00023351804342209583 -2.9859556617253787e-05 -0.0027482094782912596 0.0019874189026831165
leaf_weight=21 27 23 24 24 27 21 33 20 20 20 20 20 31 34 32 20 32 86 34 25 26 20 25 28 22 25 21 2317 22 21
leaf_count=21 27 23 24 24 27 21 33 20 20 20 20 20 31 34 32 20 32 86 34 25 26 20 25 28 22 25 21 2317 22 21
internal_value=0 -8.16044e-06 1.61006e-07 -1.22566e-05 4.04144e-07 1.14655e-05 -2.18987e-06 -0.00106861 1.38028e-05 2.61253e-05 0.00160799 -3.17876e-06 -1.35003e-05 0.000746278 -3.12904e-05 -1.21907e-05 -2.66158e-05 -4.15615e-05 -2.91799e-05 -5.37585e-05 -1.92814e-05 7.41082e-06 -0.00132824 -1.47759e-05 -0.00123999 1.0424e-05 -1.2015e-05 1.12774e-05 -0.00129202 -1.17403e-05
internal_weight=0 3100 3077 3053 3026 2999 2978 44 2934 2914 53 2861 2841 65 2776 2744 2724 2692 2672 2586 2552 2501 51 2481 50 2431 2406 2363 43 2338
internal_count=3121 3100 3077 3053 3026 2999 2978 44 2934 2914 53 2861 2841 65 2776 2744 2724 2692 2672 2586 2552 2501 51 2481 50 2431 2406 2363 43 2338
is_linear=0
shrinkage=0.1


Tree=1088
num_leaves=31
num_cat=0
split_feature=33 11 9 295 96 33 120 40 1 40 150 9 2 10 39 47 2 1 2 12 12 402 42 12 12 13 12 12 16 43
split_gain=0.0030884 0.00341779 0.00443109 0.00707785 0.00950544 0.00520136 0.00450518 0.00644872 0.0075104 0.00588788 0.0130655 0.00713779 0.0081615 0.0112421 0.00638228 0.00627516 0.00482553 0.0323493 0.0309051 0.0132476 0.0321846 0.0283231 0.0143227 0.025015 0.0203676 0.0243138 0.0228506 0.0351164 0.0169879 0.0161485
threshold=-0.044254999999999996 -1.0000000180025095e-35 -0.092544999999999975 0.084000000000000005 0.083725000000000008 0.088310000000000013 0.093680000000000013 -0.24134999999999998 0.15799000000000005 -0.08440499999999998 0.084335000000000007 0.092235000000000011 -0.080614999999999978 -1.0000000180025095e-35 0.090455000000000021 0.13975500000000002 0.073895000000000002 0.084885000000000002 0.080205000000000012 0.093965000000000007 0.094835000000000017 0.099530000000000021 0.092395000000000019 0.091715000000000005 0.089625000000000024 -0.081029999999999977 0.089085000000000011 0.088615000000000013 -0.014754999999999999 -0.016814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 9 10 14 12 -11 -14 -9 16 17 -15 -18 21 -21 22 23 24 26 -26 27 28 -19 -27
right_child=1 2 3 -5 -6 -7 -8 8 -10 11 -12 -13 13 15 -16 -17 18 19 -20 20 -22 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=0.0011806446265175262 -0.0011971002095378935 0.00132680194452405 0.0017576472656357857 -0.0015647810562674344 0.002125079683693392 -0.0016171646460134072 -0.0014248247724026443 0.0013325825757679664 -0.0018853413218277552 0.0016861257753495514 -0.0029106132135811179 0.0015191455444437453 -0.002069847490817595 -0.0042128399433568123 -0.0011046738998795097 0.001629259851567137 0.0037987817756154323 0.0017088039248760436 3.2046387366364128e-05 -0.0039044257486239077 -0.00022590648245856263 0.0030108910286799073 -0.0017481480337058503 0.0028098451876730629 -0.0045331187034025793 0.0016707266015665873 0.0033936475322622322 -0.0038705265254247931 -0.0010389578482136129 -0.0022061301014301453
leaf_weight=22 24 25 21 29 21 20 22 21 21 29 22 32 26 20 22 24 22 63 2199 28 158 34 42 33 20 21 23 20 35 22
leaf_count=22 24 25 21 29 21 20 22 21 21 29 22 32 26 20 22 24 22 63 2199 28 158 34 42 33 20 21 23 20 35 22
internal_value=0 -8.38147e-06 8.96332e-07 -9.97175e-06 4.9536e-06 -9.88728e-06 8.99812e-07 1.15036e-05 -9.81616e-07 1.25889e-05 -0.000928494 3.40446e-05 1.71864e-05 -1.60954e-07 8.56141e-05 1.93079e-05 5.20611e-06 -0.000269323 6.93576e-05 -0.000111266 -0.000779662 0.000285928 -4.61463e-05 0.000255474 -0.000157733 -0.00165257 0.000510174 -5.18594e-05 0.00072746 -0.000312781
internal_weight=0 3099 3075 3050 3021 3000 2980 2958 2937 2916 65 2851 2819 2790 43 2764 2740 519 2221 499 186 313 279 237 204 63 141 118 98 43
internal_count=3121 3099 3075 3050 3021 3000 2980 2958 2937 2916 65 2851 2819 2790 43 2764 2740 519 2221 499 186 313 279 237 204 63 141 118 98 43
is_linear=0
shrinkage=0.1


Tree=1089
num_leaves=31
num_cat=0
split_feature=1210 12 2 1208 402 1208 48 48 48 1374 457 16 15 39 39 160 52 49 52 0 2 16 2 0 132 0 12 1425 131 132
split_gain=0.00300675 0.0177177 0.0107183 0.0103848 0.00631184 0.0240128 0.00301565 0.0103582 0.0122278 0.0145531 0.010981 0.00644047 0.01357 0.00768728 0.0104421 0.00666379 0.00784063 0.00822769 0.0102177 0.0104106 0.00994206 0.0147404 0.010694 0.00946249 0.00784321 0.0119333 0.00628772 0.00628335 0.00602946 0.00990584
threshold=0.0028200000000000005 0.097145000000000023 0.089125000000000024 0.106285 0.2506000000000001 1.0000000180025095e-35 0.083685000000000009 0.086425000000000016 0.087310000000000013 -0.08070999999999999 0.080930000000000016 -0.50690499999999983 -0.14147499999999996 0.096775000000000014 0.09116500000000001 -0.40957499999999997 0.15116000000000002 0.14233500000000002 0.092965000000000006 -0.067094999999999988 0.088125000000000023 -0.012324999999999997 0.089885000000000007 -0.033209999999999996 0.089825000000000002 -0.13455999999999999 0.085055000000000006 0.10129000000000002 0.12681500000000004 0.13156000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 27 10 -9 -10 -8 12 -11 14 15 -13 17 18 19 20 21 -17 -22 -21 25 -24 -23 28 -1 -30
right_child=1 -3 -4 -5 -6 -7 7 8 9 11 -12 13 -14 -15 -16 16 -18 -19 -20 23 22 26 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.105600981547306e-05 0.00053127681855364025 -0.001801478563257578 0.0034045942098600793 -0.0022869939253723714 -0.0014440674187305073 0.0033833169910524579 0.0029229431029374679 -0.002211107753986574 0.0027237256473329453 0.00018656277873863776 0.00029945748045485325 -0.0012860621193199065 -0.0030622018070425843 0.0016833707840452272 -0.0021217878364647429 0.002693748460384086 0.002164762428617992 -0.0014066723261688214 0.0024047287181019786 0.0023759301173517347 -0.0028628506705717883 -0.0014464262373318586 -0.00097895178022672962 6.6810111295328374e-05 -0.0019798200051097769 0.0014157385982367775 0.0008196215224452318 -0.0015495647975642766 -0.0028407738870009783 0.00023421845716339624
leaf_weight=2309 37 22 20 20 30 21 27 23 21 36 39 29 20 31 21 25 21 30 22 35 20 24 46 36 23 38 25 28 20 22
leaf_count=2309 37 22 20 20 30 21 27 23 21 36 39 29 20 31 21 25 21 30 22 35 20 24 46 36 23 38 25 28 20 22
internal_value=0 0.000609071 0.00153946 -1.58174e-05 -7.86472e-07 1.36849e-05 -1.01327e-05 0.000191832 4.36619e-05 0.000146763 0.0013727 3.44884e-05 -0.00097371 0.000167022 4.80169e-05 0.000169851 0.000292232 0.000170864 0.000331837 0.000164177 -0.000203515 0.000717838 -0.000740367 0.00120511 -0.000343641 0.000104361 -0.000290279 -6.03904e-05 -4.26546e-05 -0.00123006
internal_weight=0 79 57 3042 3022 2992 2971 592 526 503 66 482 56 426 395 374 345 324 294 272 201 74 127 71 107 84 49 2379 2351 42
internal_count=3121 79 57 3042 3022 2992 2971 592 526 503 66 482 56 426 395 374 345 324 294 272 201 74 127 71 107 84 49 2379 2351 42
is_linear=0
shrinkage=0.1


Tree=1090
num_leaves=31
num_cat=0
split_feature=1208 1208 2 403 42 402 402 401 1210 133 1210 130 43 12 13 4 42 130 3 130 400 12 4 400 1213 1210 15 1210 12 15
split_gain=0.00303194 0.0161289 0.0158286 0.00416119 0.0180911 0.00667374 0.00450018 0.00371666 0.00401841 0.00339276 0.00507778 0.00455085 0.0111098 0.0402213 0.00874106 0.01423 0.00987052 0.00607508 0.00833083 0.00788228 0.0095036 0.0264555 0.0105293 0.00938522 0.00466151 0.0049622 0.00557328 0.0212557 0.0332264 0.0129592
threshold=0.099975000000000008 0.086590000000000014 0.088745000000000004 -0.5335399999999999 0.086325000000000013 0.31115000000000004 0.14512000000000005 0.11916500000000001 0.0028200000000000005 -0.54084999999999994 -0.091799999999999979 0.095135000000000011 0.26746000000000009 0.110195 -0.0044799999999999987 -0.0096849999999999974 -0.095859999999999987 0.090185000000000015 -0.095524999999999985 0.087820000000000023 -0.082934999999999995 0.089210000000000025 -0.084369999999999987 -0.082094999999999987 -0.5165749999999999 -0.08453999999999999 0.085315000000000016 -0.00092999999999999995 0.088435000000000014 0.081070000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 8 9 -5 -11 17 14 -14 -13 16 -16 19 -19 20 21 22 -12 -22 -25 -26 29 28 -28 -27
right_child=2 -3 -4 5 -6 -7 -8 -9 -10 10 11 12 13 -15 15 -17 -18 18 -20 -21 23 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.0032392331166192891 0.0025221791618538127 -0.0027760809857032397 -0.00066222701114728247 0.0009587114540206839 -0.00064353841063469501 -0.0018308895570226015 0.0014969336066860707 -0.0010041146400711826 0.0013210434567831133 -0.0015315529826197731 0.0010982488889971541 0.0014108024293466683 -0.005151862325146795 0.0011142082224112181 0.0014774163559195586 -0.0020579967682400869 -0.0011746289552715811 -0.00015547095099464059 0.0026290943823932184 -0.001797838994995497 -0.0021696209255605936 0.0040484226160598076 -0.0015731816827319564 -0.0014438840856944974 -0.0014769169089215047 1.1419098497071902e-05 0.0052908879427594098 0.00012898279461519773 -0.00021078376423405568 -0.0011373661383493948
leaf_weight=20 27 21 37 36 30 20 20 37 23 22 36 31 20 21 36 37 23 22 21 24 20 22 25 22 22 1760 21 538 23 104
leaf_count=20 27 21 37 36 30 20 20 37 23 22 36 31 20 21 36 37 23 22 21 24 20 22 25 22 22 1760 21 538 23 104
internal_value=0 -1.42612e-05 0.000681194 4.84232e-06 0.00090957 -1.03072e-05 1.96918e-06 -8.17994e-06 4.4875e-06 -6.0048e-06 -1.81907e-05 -6.41771e-06 -0.000511187 -0.00194241 -4.91377e-05 -0.000520577 0.000443568 2.54624e-05 0.00120443 6.09073e-06 2.27873e-05 0.00107557 3.40029e-06 -1.2026e-05 5.30413e-06 1.82223e-05 3.167e-05 0.00030181 0.00241501 -5.26762e-05
internal_weight=0 3057 64 3036 50 2986 2966 2946 2909 2886 2850 2828 168 41 127 96 59 2660 43 2617 2593 83 61 2510 2490 2468 2446 582 44 1864
internal_count=3121 3057 64 3036 50 2986 2966 2946 2909 2886 2850 2828 168 41 127 96 59 2660 43 2617 2593 83 61 2510 2490 2468 2446 582 44 1864
is_linear=0
shrinkage=0.1


Tree=1091
num_leaves=31
num_cat=0
split_feature=402 402 1182 12 12 48 471 155 474 402 52 52 0 15 4 131 1456 2 3 483 2 403 3 3 0 2 156 12 12 12
split_gain=0.00358818 0.00450726 0.00296557 0.00288159 0.0143375 0.0103483 0.010168 0.0100623 0.022629 0.00907215 0.0111369 0.0226023 0.017019 0.00984506 0.0090124 0.0086403 0.0108499 0.00863087 0.00833201 0.0133929 0.0151667 0.0103137 0.0152839 0.010182 0.0100223 0.00958359 0.0080892 0.00781209 0.0161539 0.00940588
threshold=0.27918000000000004 0.13924000000000003 0.086460000000000009 0.097825000000000009 0.097325000000000009 -0.032929999999999994 0.09203500000000002 0.12509500000000004 -0.11464999999999999 -0.43418999999999991 0.10473500000000001 0.098380000000000009 -0.057069999999999989 -0.07879499999999999 0.27287000000000006 0.12108000000000001 -0.50091499999999989 0.098035000000000011 -0.053259999999999995 0.086310000000000012 0.12198500000000001 -0.10884999999999999 -0.069009999999999974 -0.11255999999999998 -0.082484999999999989 0.10774000000000002 0.14283000000000004 0.096475000000000019 0.096830000000000013 0.095565000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -5 9 8 -1 -7 11 14 13 -12 18 16 -10 -15 19 20 21 -11 23 25 -25 -23 -9 29 -29 -18
right_child=-2 -3 -4 5 -6 6 -8 26 15 10 12 -13 -14 17 -16 -17 27 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0032055771782655614 0.001088376749927799 -0.0013216614463509848 0.0010070059434430481 -0.0022543414457080265 0.002701120460405946 -0.0019599414572281683 -0.0022259406766600232 0.0030061372078489515 -0.0023251504721702077 0.0008413619203825615 -0.0016789671461862913 -0.003227585946898098 0.0029464201562316907 -0.0005223327508682142 0.0015091059257328098 0.001648383776046103 1.8788275091443823e-05 0.0021137946147333692 -0.0015479574567411635 0.0024578786322048737 0.0018936716051151357 0.0010975331221150396 0.0010553805840512116 -0.0041454092862386457 -0.0014640073256526628 -0.001857190654568729 0.00019604837455387627 0.0028144752903809323 -0.0006182114580252137 -0.0012394363178917375
leaf_weight=22 30 26 29 24 20 23 22 20 20 42 21 23 31 23 36 32 2284 27 38 21 30 23 30 20 46 21 21 29 26 61
leaf_count=22 30 26 29 24 20 23 22 20 20 42 21 23 31 23 36 32 2284 27 38 21 30 23 30 20 46 21 21 29 26 61
internal_value=0 -1.05633e-05 5.58527e-07 -9.0551e-06 3.42556e-05 -0.000228202 -0.000126258 1.30479e-05 -1.27018e-05 -2.47346e-05 7.82973e-05 -0.000203985 0.000991564 0.000138035 2.25387e-05 1.59455e-05 -5.64046e-06 0.000901176 -0.000174939 4.89869e-05 -0.00018963 -0.000533031 -0.000945349 -0.001491 -0.00227655 -0.000312676 0.00156682 1.36888e-05 0.00119175 -1.39417e-05
internal_weight=0 3091 3065 3036 2535 501 477 2515 2474 455 432 330 102 71 307 2452 2420 50 271 233 212 182 140 110 66 44 41 2400 55 2345
internal_count=3121 3091 3065 3036 2535 501 477 2515 2474 455 432 330 102 71 307 2452 2420 50 271 233 212 182 140 110 66 44 41 2400 55 2345
is_linear=0
shrinkage=0.1


Tree=1092
num_leaves=31
num_cat=0
split_feature=402 1210 445 150 15 48 2 46 3 3 151 160 1 4 16 0 4 1 13 1 2 13 48 1 1 39 1 1 2 2
split_gain=0.00290643 0.00390645 0.00278931 0.00404178 0.00922755 0.00994515 0.0067026 0.00337515 0.00334385 0.0226376 0.0339305 0.0325779 0.0171096 0.0387005 0.0312234 0.0246845 0.0198256 0.0291948 0.0112116 0.0189716 0.0181796 0.00883447 0.00698946 0.00649639 0.0109664 0.00892598 0.00841416 0.0240493 0.0175373 0.0191841
threshold=0.27918000000000004 -0.14310999999999999 -1.0000000180025095e-35 -0.088479999999999989 -0.10203999999999998 0.094195000000000015 0.08919500000000001 -0.043074999999999995 0.092670000000000016 0.076840000000000006 -1.0000000180025095e-35 -0.054789999999999998 0.10205500000000002 -0.059649999999999988 -0.087659999999999988 -0.014954999999999998 0.26790000000000008 0.111945 -0.11122999999999998 0.15170500000000001 0.11548000000000001 -0.17933499999999997 0.10493500000000001 0.14754500000000001 0.13707500000000003 0.10940500000000002 0.10254500000000001 0.107145 0.10672500000000001 0.10444500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 -5 9 21 -11 -12 13 15 -15 -10 17 -14 19 -18 -20 -9 -19 24 25 26 -23 28 29 -28
right_child=-2 2 3 7 6 -7 -8 8 12 10 11 -13 16 14 -16 -17 18 22 20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0012070853379555048 0.00097953906088757035 -0.0010727823024960041 -0.0017265857313759625 0.0012839230586541817 0.00056561057116714833 0.0011522373354334074 0.0030687037343159317 -0.0021217173390323299 0.0029214598947543313 -0.0014844145218376071 0.00086451224898072818 0.0064409852807875735 0.0038129463023506105 -0.00078523088712245225 -0.0061877406551502645 -0.0012875921564715865 -0.0010362382241806318 0.0010319104372205116 0.00017832442105788254 0.0026917382096871734 -0.0036812484340491489 5.5737652053382695e-05 -0.00094167945516186171 0.0016257184518811603 -0.0017362237505212025 0.0016844002582553413 -0.0023318155363409058 -7.5122555421645573e-06 -0.0044145138812295738 0.0011691172296802203
leaf_weight=27 30 24 24 20 23 24 20 20 22 20 22 20 30 20 23 38 43 38 23 20 26 2065 34 24 37 31 45 283 21 24
leaf_count=27 30 24 24 20 23 24 20 20 22 20 22 20 30 20 23 38 43 38 23 20 26 2065 34 24 37 31 45 283 21 24
internal_value=0 -9.50701e-06 1.04606e-06 9.52365e-06 0.00066592 -0.000287174 0.00172984 -1.07314e-05 -1.95716e-05 1.7651e-05 0.00190566 0.00351998 -0.000326276 -0.00138523 -0.00367495 0.000255727 0.000183408 0.001192 -0.000735129 0.000147246 -0.00186961 -2.82535e-05 9.99374e-05 -1.17044e-05 -2.7386e-05 -1.77764e-06 -2.3218e-05 -0.000460331 -0.0018842 -0.0011141
internal_weight=0 3091 3064 3040 91 48 43 2949 2929 2612 62 42 317 103 43 60 214 102 112 63 49 2550 72 2530 2506 2469 2438 373 90 69
internal_count=3121 3091 3064 3040 91 48 43 2949 2929 2612 62 42 317 103 43 60 214 102 112 63 49 2550 72 2530 2506 2469 2438 373 90 69
is_linear=0
shrinkage=0.1


Tree=1093
num_leaves=31
num_cat=0
split_feature=33 1210 1210 2 2 1 1201 52 1 12 12 1447 12 132 4 12 0 10 43 42 1 13 12 43 0 3 133 52 0 399
split_gain=0.00284149 0.00281754 0.00369072 0.00304497 0.020621 0.015728 0.0116996 0.0107539 0.0137341 0.0116454 0.0249365 0.027709 0.0222026 0.0203143 0.0176836 0.0357077 0.0138245 0.015337 0.0125501 0.0128019 0.0111339 0.0118611 0.0187419 0.0121018 0.0139548 0.0110558 0.0123815 0.0114483 0.0123348 0.0104151
threshold=-0.044254999999999996 -0.42132499999999995 -0.14310999999999999 1.0000000180025095e-35 0.080205000000000012 0.085475000000000009 -0.08151499999999999 0.5140450000000002 0.14804000000000003 0.088615000000000013 0.089085000000000011 -0.076814999999999981 0.087445000000000009 -0.083284999999999984 -0.080584999999999976 0.092200000000000018 -0.09515499999999999 -0.079859999999999987 0.0010100000000000003 0.11603500000000001 0.091195000000000012 -0.081029999999999977 0.09320500000000001 -0.066504999999999995 -0.061629999999999997 -0.014944999999999998 0.087720000000000006 -0.067494999999999986 -0.083554999999999977 0.10788500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 -6 8 9 12 -11 -12 16 -13 15 -15 -7 -18 20 -20 -16 -22 -23 -24 -25 27 -27 -19 -29 -8
right_child=1 2 3 4 6 7 29 -9 -10 10 11 13 -14 14 18 -17 17 25 19 -21 21 22 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0011324671102391386 0.0010492789847776295 -0.0011022476535741119 -0.0025555399694928418 0.0026109410789485407 -0.0022295598062160222 0.0015353552323128833 1.613528681847725e-05 0.001824544192225273 0.0023375412471415033 -0.0038722736501685256 0.0032131029700394722 0.0020698733506903338 0.0023153078779366543 -0.0058301361370831735 0.00090219692632170594 -0.00025529002218886661 0.0019197237372974912 0.0015598612992713849 0.0017941829250321462 -0.0010904749748297036 -0.003023079536991039 0.0012969613894711074 -0.00064198481617495418 -0.004527084656398405 -0.0008773646084591747 -0.0035590009930144464 -0.00038883648237308743 -0.0030520601826719944 -1.0501012293389068e-05 0.0022024536304260521
leaf_weight=22 25 31 27 31 23 38 2271 28 21 22 20 26 44 20 29 27 21 24 40 25 30 32 70 22 20 28 22 20 40 22
leaf_count=22 25 31 27 31 23 38 2271 28 21 22 20 26 44 20 29 27 21 24 40 25 30 32 70 22 20 28 22 20 40 22
internal_value=0 -8.03946e-06 -1.66383e-05 -5.5789e-06 4.8895e-05 -0.000189272 1.46016e-05 -9.37721e-05 -0.000177567 -0.000262757 -0.00060368 -0.000404486 0.000288187 -0.000616661 -0.000838407 -0.00262756 -0.000173955 -0.000593012 -0.000524636 0.000684699 -0.000911862 -0.00121421 -0.000837356 -0.00144716 -0.00278912 -0.000986799 -0.00216413 -0.000286007 -0.00102435 3.71117e-05
internal_weight=0 3099 3074 3043 2347 696 2316 669 641 620 383 361 237 341 315 47 193 155 268 65 203 174 144 112 42 134 50 84 60 2293
internal_count=3121 3099 3074 3043 2347 696 2316 669 641 620 383 361 237 341 315 47 193 155 268 65 203 174 144 112 42 134 50 84 60 2293
is_linear=0
shrinkage=0.1


Tree=1094
num_leaves=31
num_cat=0
split_feature=39 47 3 11 33 1 1 39 39 15 39 8 34 1 1 15 49 2 2 49 1451 1451 1375 43 48 48 13 13 133 403
split_gain=0.00297098 0.00427227 0.00376869 0.00694189 0.00635714 0.00500206 0.00890501 0.0201552 0.00563195 0.0117276 0.0100191 0.00913063 0.00898326 0.00917581 0.00898998 0.00814213 0.00448542 0.0137975 0.0262563 0.00861627 0.00555285 0.00934178 0.00600983 0.0443393 0.00547324 0.0118462 0.00546313 0.057588 0.056623 0.0201511
threshold=0.15619500000000003 0.14397500000000002 0.63141500000000017 -0.072629999999999986 0.085305000000000006 0.14860500000000001 0.13756000000000004 0.089790000000000023 0.10940500000000002 -0.084564999999999987 0.10262 0.084655000000000022 -0.086809999999999984 0.13501500000000002 0.12456000000000002 -0.059484999999999989 0.12899500000000003 0.10060500000000001 0.11747 0.12011500000000001 0.091400000000000009 0.083235000000000017 -0.15308499999999997 -0.082064999999999985 0.11951500000000001 0.11270000000000001 -0.085744999999999988 -0.08645499999999999 0.085265000000000021 -0.5492149999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 -8 10 -10 11 12 -5 14 16 -16 19 -18 -19 20 21 22 23 -14 25 26 27 -24 -29 -28
right_child=-2 -3 -4 4 -6 -7 7 -9 9 -11 -12 -13 13 -15 15 -17 17 18 -20 -21 -22 -23 24 -25 -26 -27 29 28 -30 -31
leaf_value=0.0018657993087254001 -0.0010645030496212154 0.0014657648622960551 -0.0013046735812994566 0.0021304042392876 -0.0012886702254610626 -0.0013956614009803161 0.0027263408220008119 -0.00076160226909754178 0.0028127113582394532 -0.00057083850551862267 -0.0019354227227503778 -0.0017352535265187424 0.0047261255246121439 -0.001866354744953032 0.0024809092449556507 -8.9862994024191397e-05 -0.0009591882940559812 0.0043273778060789808 4.5013964380614642e-05 -0.0017423396239635248 0.0014741244206670674 -0.0021762474137358369 7.8089984131308846e-06 -0.0013524762015246477 -0.0014443641097319348 0.0022972793148999865 0.0020509746450721763 0.00047179204411804679 -0.0062985601679732403 -4.2156385310821995e-06
leaf_weight=20 26 20 22 20 38 25 37 30 21 20 27 30 20 26 28 22 34 22 41 29 25 20 529 30 27 22 49 21 30 1810
leaf_count=20 26 20 22 20 38 25 37 30 21 20 27 30 20 26 28 22 34 22 41 29 25 20 529 30 27 22 49 21 30 1810
internal_value=0 8.94251e-06 -5.3276e-07 8.86491e-06 -3.37996e-06 1.29276e-05 2.47844e-05 0.00116458 -1.52151e-06 0.0011622 -1.81926e-05 6.67733e-08 1.86263e-05 3.46098e-06 2.10816e-05 0.00134977 -3.44202e-06 0.000664283 0.00154044 -2.82389e-05 -8.99422e-06 -2.34891e-05 -6.52491e-06 0.00107896 -2.83394e-05 -1.2804e-05 -3.36411e-05 -0.000301583 -0.00351077 4.99556e-05
internal_weight=0 3095 3075 3053 3033 2995 2970 67 2903 41 2862 2835 2805 2785 2759 50 2709 97 63 2612 2583 2558 2538 50 2488 2461 2439 580 51 1859
internal_count=3121 3095 3075 3053 3033 2995 2970 67 2903 41 2862 2835 2805 2785 2759 50 2709 97 63 2612 2583 2558 2538 50 2488 2461 2439 580 51 1859
is_linear=0
shrinkage=0.1


Tree=1095
num_leaves=31
num_cat=0
split_feature=374 30 9 13 13 12 0 16 4 13 4 0 4 4 4 0 43 133 12 0 133 158 159 4 160 133 159 42 52 1452
split_gain=0.00288053 0.00287713 0.00612786 0.0034825 0.0109237 0.0129817 0.0113086 0.022949 0.0134619 0.0298287 0.0270578 0.013219 0.0101228 0.0220695 0.0161911 0.0547275 0.0126419 0.0217045 0.0439588 0.0215161 0.0209606 0.0117548 0.0279866 0.0166108 0.0116375 0.0163936 0.0110565 0.0100722 0.0167035 0.00922509
threshold=0.092550000000000007 0.096890000000000018 -0.090799999999999978 -0.066634999999999986 -0.069964999999999986 0.096525000000000014 -0.0058249999999999994 -0.076669999999999988 -0.085719999999999977 -0.094514999999999988 -0.084134999999999988 -0.05208999999999999 -0.082349999999999993 -0.081714999999999996 -0.080584999999999976 -0.086934999999999985 0.055925000000000009 0.099660000000000012 0.095110000000000014 -0.076899999999999982 0.095530000000000018 0.11817500000000002 0.11389500000000001 0.033845000000000007 -0.066074999999999981 0.10722500000000001 0.10333000000000002 0.090690000000000007 1.0000000180025095e-35 0.096800000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 8 -8 9 -4 -10 12 -12 -14 15 -15 17 20 24 27 21 22 26 -24 -19 -26 -16 -18 -29 -5
right_child=-2 -3 3 29 5 -7 7 -9 10 -11 11 -13 13 14 16 -17 19 18 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0016804549546742984 0.0010913255134558616 0.0010193142755371002 0.00016266668901300513 -7.2064606163387679e-05 0.00028088469158059787 0.0031589988749474288 0.0040545255856289132 5.8064502289718285e-06 0.0034504522134185486 -0.0046306793503754313 -0.001719632478489075 -0.0023353294446375613 0.0029639764330708068 -0.0054744891462508933 2.5870576755843759e-05 0.0011904684710316361 0.0015799015041624825 -0.0021590723455036909 -0.0056495874610845934 0.0038090793577873192 0.0031026498134926208 0.0018941390204417986 -0.0043470961580802086 -0.00040659899997990578 -0.0013298235598042431 0.0025763436919078232 0.0018698142321013354 -0.0016708959966260746 0.0018994567566551269 -0.0017870006369776093
leaf_weight=22 24 27 37 1586 42 25 21 42 23 20 32 24 26 22 746 28 43 22 20 23 23 33 23 20 21 22 34 38 20 32
leaf_count=22 24 27 37 1586 42 25 21 42 23 20 32 24 26 22 746 28 43 22 20 23 23 33 23 20 21 22 34 38 20 32
internal_value=0 -8.45716e-06 -1.74962e-05 -5.49321e-06 0.000108206 0.00135481 4.69281e-05 0.00135538 -1.64814e-05 -0.00151921 5.24289e-05 -1.16322e-05 3.49971e-05 8.32344e-05 1.74178e-05 -0.00174211 9.82786e-05 -2.39757e-05 -0.00154986 0.00104871 0.000123578 4.35333e-05 -3.06708e-05 -0.00251431 -0.000288405 0.000668681 0.000106248 0.000420107 -0.00043974 -0.000105982
internal_weight=0 3097 3070 3048 1430 67 1363 63 1300 57 1243 1220 1196 1164 1138 50 1088 964 85 124 879 856 823 43 65 43 780 101 58 1618
internal_count=3121 3097 3070 3048 1430 67 1363 63 1300 57 1243 1220 1196 1164 1138 50 1088 964 85 124 879 856 823 43 65 43 780 101 58 1618
is_linear=0
shrinkage=0.1


Tree=1096
num_leaves=31
num_cat=0
split_feature=1177 403 403 3 1212 12 0 2 42 402 16 16 2 403 15 1209 403 403 1203 132 1203 403 4 401 133 41 43 12 4 12
split_gain=0.00270466 0.00330397 0.00801517 0.00597138 0.00367145 0.0188407 0.0290855 0.0240788 0.00750161 0.00625334 0.0266996 0.0329658 0.0730135 0.00551153 0.0110125 0.00726716 0.00610473 0.00691237 0.00617394 0.0383921 0.028316 0.00617742 0.0124053 0.00667787 0.0295373 0.00678391 0.00790894 0.0384547 0.0729526 0.0277576
threshold=-0.083709999999999993 0.50894000000000006 0.4024950000000001 -0.076514999999999986 -0.063924999999999996 0.086095000000000019 -0.087084999999999982 0.08734500000000002 0.096235000000000015 0.10718500000000002 -0.082404999999999992 -0.0087049999999999992 0.084055000000000005 0.104315 0.084840000000000013 -0.084519999999999984 0.098420000000000021 0.090990000000000015 0.089165000000000008 -0.083284999999999984 0.10539000000000001 0.0071950000000000009 -0.07168999999999999 -0.06959499999999999 0.51314000000000015 0.07677500000000001 0.084740000000000024 0.09141500000000001 -0.059649999999999988 0.098150000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 6 -2 -7 -9 13 -11 12 -12 15 -15 -6 17 18 21 -20 -21 23 -23 24 -17 26 -25 28 -28 -29
right_child=1 3 -4 -5 9 7 -8 8 -10 10 11 -13 -14 14 -16 16 -18 -19 19 20 -22 22 -24 25 -26 -27 27 29 -30 -31
leaf_value=0.00099652366178041261 0.0047459528691516347 -0.0016898275706015769 0.0015318495455978658 0.00043679030065465232 -0.0018785969431822499 -0.0022905521920216013 -0.00045701599800460307 0.0026437634788453578 -9.5142610371112829e-05 -0.0031847579401073746 0.0063621356233488774 -0.0027604792875618759 -0.0020803217354807119 0.0024894678760319952 -0.00065874322433955978 0.0041297955461777744 -0.0014801567131403968 0.0014887030718983302 0.0043471621751285227 -0.0032960709099742499 0.0018376162971392098 -0.002293168207527035 2.0793888699979738e-05 -1.7367495653273201e-05 -0.00076908381447537977 0.00067001551231733736 -0.0073611214373324246 0.0027700465577337047 2.9205093773378076e-05 -0.00065860860200503456
leaf_weight=27 22 31 34 23 21 36 21 20 20 32 20 22 21 25 20 20 28 31 22 22 21 36 65 2146 32 131 22 33 34 83
leaf_count=27 22 31 34 23 21 36 21 20 20 32 20 22 21 25 20 20 28 31 22 22 21 36 65 2146 32 131 22 33 34 83
internal_value=0 -8.69623e-06 5.07643e-06 -0.000784046 -1.21925e-05 0.000532153 0.00220497 -0.000414309 0.00127431 -3.463e-05 -0.000832493 0.000362308 0.00203795 -7.48204e-06 0.00109026 -2.54648e-05 -1.1189e-05 4.05605e-06 -1.32008e-05 0.000949445 -0.000788921 -3.72485e-05 -0.000803985 -6.28471e-06 0.0011151 -3.00953e-05 -6.96615e-05 -0.00072212 -0.00287414 0.000316785
internal_weight=0 3094 3040 54 3006 119 43 76 40 2887 95 63 41 2792 45 2747 2726 2698 2667 65 43 2602 101 2501 52 2449 2318 172 56 116
internal_count=3121 3094 3040 54 3006 119 43 76 40 2887 95 63 41 2792 45 2747 2726 2698 2667 65 43 2602 101 2501 52 2449 2318 172 56 116
is_linear=0
shrinkage=0.1


Tree=1097
num_leaves=31
num_cat=0
split_feature=33 11 2 0 3 15 295 9 31 120 2 2 150 1177 4 4 4 1446 147 2 3 2 129 13 0 16 13 1 4 4
split_gain=0.0027718 0.00350248 0.00356958 0.0107665 0.00732029 0.0106031 0.00622212 0.0065578 0.00476924 0.00412679 0.00752854 0.0108664 0.00697653 0.00372644 0.00375726 0.0053055 0.0360428 0.0120459 0.00999541 0.00895002 0.0565403 0.0311683 0.0167351 0.0245159 0.0290644 0.0216952 0.0230771 0.02595 0.0385747 0.0334308
threshold=-0.012019999999999998 -1.0000000180025095e-35 -0.033169999999999991 -0.09515499999999999 -0.14847999999999997 -0.092489999999999989 0.084575000000000011 -0.08619499999999998 -1.0000000180025095e-35 0.093680000000000013 0.31358000000000003 0.17760500000000004 0.14500000000000005 -0.083709999999999993 0.6227450000000001 0.076415000000000025 0.098655000000000007 -0.09143999999999998 0.094075000000000006 0.083935000000000023 0.013900000000000001 0.084055000000000005 0.085395000000000013 0.061215000000000012 -0.080434999999999993 -0.095564999999999983 -0.0082249999999999979 0.086720000000000005 -0.081224999999999978 -0.07958999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 -4 -9 10 11 12 13 -10 15 17 -17 -15 19 20 22 -21 23 25 -25 -19 27 -27 -29 -30
right_child=1 2 6 4 5 -7 -8 8 9 -11 -12 -13 -14 14 -16 16 -18 18 -20 21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.00099047791695089219 -0.0011943807262772075 0.002270763961548385 0.0016224399143829943 0.0014535782664703827 -0.0018695364616090251 0.00089842414669692521 -0.0017600724096701013 -0.001505662161036439 0.0012214872268959882 -0.0013575901836785226 0.0019037300449175139 -0.002210504790260033 0.0017182814952927099 -0.0024351216780598324 -0.001250678231008351 0.0034087604079728151 4.7341481300564839e-05 0.0021686321594573273 -0.0020182105340063572 0.0038476226195185027 -0.005568852646974847 5.9357333908258473e-05 0.0018397630249054578 -0.0053737829695455729 -0.00038255239477231437 -0.0020098327013213148 0.0016094720588755861 0.0040274448604101223 -0.0043560063175391408 -0.00011263720430898963
leaf_weight=28 24 28 25 24 31 25 20 21 25 22 21 22 24 21 24 35 360 39 25 22 20 1698 39 20 28 94 56 21 20 259
leaf_count=28 24 28 25 24 31 25 20 21 25 22 21 22 24 21 24 35 360 39 25 22 20 1698 39 20 28 94 56 21 20 259
internal_value=0 8.96651e-06 1.83768e-05 0.000583076 -7.61435e-06 -0.00063384 -2.2201e-06 9.73402e-06 -4.09234e-06 6.79988e-06 1.72477e-05 3.35705e-06 2.05673e-05 6.04656e-06 -4.87973e-06 5.96509e-06 0.000345189 -5.07637e-05 -2.93747e-05 -7.90629e-06 -0.000341858 0.000107812 -0.000160365 -0.000305626 -0.00246223 -9.39346e-05 -0.000290024 -0.000560003 -0.000105723 -0.000416821
internal_weight=0 3093 3069 108 80 56 2961 2941 2916 2895 2873 2852 2830 2806 2781 2757 395 2362 2341 2316 596 1720 576 537 48 489 450 394 300 279
internal_count=3121 3093 3069 108 80 56 2961 2941 2916 2895 2873 2852 2830 2806 2781 2757 395 2362 2341 2316 596 1720 576 537 48 489 450 394 300 279
is_linear=0
shrinkage=0.1


Tree=1098
num_leaves=31
num_cat=0
split_feature=3 1 40 39 47 1 11 2 11 475 475 11 11 399 1203 390 9 2 3 13 39 12 12 1447 156 52 132 0 43 403
split_gain=0.00278335 0.00637538 0.0115335 0.0105642 0.00385043 0.0110137 0.00571709 0.0163781 0.00788902 0.00513235 0.0139127 0.00531534 0.0110051 0.00581922 0.00418378 0.00441588 0.00631581 0.00502536 0.0207211 0.0550336 0.0122311 0.0116989 0.0191326 0.0232926 0.0171804 0.0162366 0.0163653 0.0205074 0.0355369 0.0279386
threshold=0.63141500000000017 0.16540500000000002 -0.24452499999999996 0.14059500000000003 0.14174500000000004 0.14754500000000001 0.097680000000000017 0.11018500000000002 0.094350000000000003 -0.49729499999999999 -0.24431999999999998 0.088065000000000018 0.086080000000000018 -0.087854999999999989 0.10627500000000002 0.087590000000000015 0.092235000000000011 1.0000000180025095e-35 -0.014944999999999998 -0.00051499999999999994 0.086380000000000012 0.088615000000000013 0.089085000000000011 -0.050039999999999994 0.082605000000000026 0.5140450000000002 -0.083284999999999984 -0.071719999999999992 -0.041739999999999992 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -8 9 -4 -11 12 13 -12 15 16 17 18 21 20 -20 24 -23 -24 -15 26 -25 29 -29 -28
right_child=-2 -3 3 -5 -6 -7 7 -9 -10 10 11 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 23 25 -26 -27 27 28 -30 -31
leaf_value=-0.0023389496552270084 -0.0010960076240893535 0.0017877751705236734 0.001546718815474638 0.0021960411093790424 -0.0013861514569725843 0.002016586615893714 -0.0029250039680240054 0.00085239942947571931 0.0016756284133797245 -0.0022816420308555715 0.0012664828449487687 0.0014507717741653325 -0.0022945043996774723 0.0011084218970342377 -0.0013562403801504685 0.00094885972988170892 0.0015962841450042715 4.050211606186071e-05 0.0017339240360472884 -0.0060380403672090988 -0.0011993543895765801 -0.0031488979842675771 0.0029780643185156144 0.0020377587971531531 -0.0019083730262619528 0.0021726072340717785 -0.0036025865930728179 -0.00087218727895230013 0.0036748991999775178 -0.00071123594606857911
leaf_weight=21 23 20 21 22 20 27 24 22 28 27 36 25 21 133 23 48 24 2084 21 22 44 23 22 22 22 23 43 55 25 150
leaf_count=21 23 20 21 22 20 27 24 22 28 27 36 25 21 133 23 48 24 2084 21 22 44 23 22 22 22 23 43 55 25 150
internal_value=0 8.13692e-06 -3.42668e-06 1.26172e-05 -3.20998e-06 5.96377e-06 -1.22045e-05 -0.00111842 5.09185e-06 -1.096e-05 -2.2267e-05 -9.81903e-07 -1.37569e-05 3.22736e-06 -1.31078e-05 -1.91912e-06 -1.87409e-05 -3.31554e-05 -0.000286878 -0.0017149 -0.00025168 -4.70369e-05 -0.000357579 -0.000168754 0.000680232 -0.000386458 -0.000585979 -0.000797416 0.000548777 -0.00135542
internal_weight=0 3098 3078 3057 3035 3015 2988 46 2942 2914 2893 2866 2841 2820 2784 2761 2713 2689 605 87 65 518 363 340 155 318 295 273 80 193
internal_count=3121 3098 3078 3057 3035 3015 2988 46 2942 2914 2893 2866 2841 2820 2784 2761 2713 2689 605 87 65 518 363 340 155 318 295 273 80 193
is_linear=0
shrinkage=0.1


Tree=1099
num_leaves=31
num_cat=0
split_feature=39 47 3 11 33 1 1 13 131 1203 398 42 399 399 39 15 8 39 34 1 147 3 16 12 51 13 399 399 130 13
split_gain=0.00261785 0.00332022 0.00298497 0.0061915 0.00578096 0.00503824 0.00693145 0.0107312 0.00492339 0.00665699 0.00627492 0.0120071 0.0114136 0.00646662 0.0049724 0.0125911 0.00894903 0.0101709 0.00726656 0.0044807 0.0104505 0.00462784 0.0238871 0.0138159 0.0223611 0.0105992 0.00708375 0.00580657 0.00620538 0.00582915
threshold=0.15619500000000003 0.14397500000000002 0.63141500000000017 -0.072629999999999986 0.085305000000000006 0.14860500000000001 0.13968000000000003 -0.039649999999999998 0.13857500000000003 -0.093454999999999996 0.099290000000000003 -0.047899999999999991 0.091580000000000009 0.089725000000000013 0.10940500000000002 -0.08730499999999998 0.088180000000000022 0.10262 -0.09225499999999999 0.13707500000000003 0.10271500000000001 -0.16726499999999997 -0.014754999999999999 0.086345000000000019 -1.0000000180025095e-35 0.097995000000000013 -0.090259999999999993 -0.065739999999999979 -0.11198999999999999 -0.52014499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 -8 9 -5 12 -12 13 14 16 -16 17 18 -11 20 21 22 -20 -24 25 -25 -23 -28 -29 -30
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 10 11 -13 -14 -15 15 -17 -18 -19 19 -21 -22 26 23 24 -26 -27 27 28 29 -31
leaf_value=0.001762105936650187 -0.0009992379489211509 0.0012926769530167805 -0.001160603915658695 0.0018340210933820344 -0.0012288206426953703 -0.0014012824490200729 -9.7314908271073366e-05 0.0029837545915506782 -0.0015584733651485296 0.001931616750016474 0.00056325203971937295 -0.00282220215938816 0.0019614239285389583 -0.0017912113515194507 0.0029022040788549931 -0.00060368571097829519 -0.0019672038458773623 -0.0019547758149341325 0.0029647926799952987 -0.0013713513840111378 0.0021076985955005511 -0.0016605874756351114 -0.0023895199495283042 0.00063671923242509371 0.0032292820213894757 -0.0021827442804351451 0.0013814449255975586 0.0014111036143731326 -0.0017361418623477222 -2.1829850672152891e-05
leaf_weight=20 26 20 22 20 38 25 26 20 20 20 20 22 30 20 20 21 23 26 32 23 24 26 22 30 21 24 30 30 20 2400
leaf_count=20 26 20 22 20 38 25 26 20 20 20 20 22 30 20 20 21 23 26 32 23 24 26 22 30 21 24 30 30 20 2400
internal_value=0 8.39424e-06 4.1183e-08 8.40482e-06 -3.15931e-06 1.23916e-05 2.42913e-05 0.00124228 5.13001e-06 1.58986e-05 3.29029e-06 -0.00121008 2.12219e-05 5.22717e-07 1.33575e-05 0.0011065 -2.93441e-06 1.36265e-05 3.25675e-05 1.8406e-05 3.04272e-05 1.15071e-05 0.000595617 -0.000185967 0.000460408 -0.000616376 -1.85608e-05 -1.34598e-06 -1.82781e-05 -3.59977e-05
internal_weight=0 3095 3075 3053 3033 2995 2970 46 2924 2904 2884 42 2842 2812 2792 41 2751 2728 2702 2682 2659 2635 129 97 75 54 2506 2480 2450 2420
internal_count=3121 3095 3075 3053 3033 2995 2970 46 2924 2904 2884 42 2842 2812 2792 41 2751 2728 2702 2682 2659 2635 129 97 75 54 2506 2480 2450 2420
is_linear=0
shrinkage=0.1


Tree=1100
num_leaves=31
num_cat=0
split_feature=33 2 0 3 13 295 97 9 14 14 14 475 13 40 13 376 0 2 3 13 1 4 4 2 152 52 4 12 0 3
split_gain=0.00275239 0.0033324 0.0180689 0.0103233 0.0161246 0.00490215 0.00656786 0.00634936 0.00401784 0.0144595 0.0106231 0.00791237 0.0037186 0.00361441 0.00778832 0.00590465 0.00545232 0.0123549 0.00524278 0.0190982 0.00901955 0.00869486 0.0087872 0.0086578 0.0151879 0.0132836 0.0148628 0.0201084 0.0146138 0.00867872
threshold=-0.012019999999999998 -0.033169999999999991 -0.087319999999999995 -0.13309499999999996 -0.0075049999999999987 0.084575000000000011 -0.085969999999999977 -1.0000000180025095e-35 -0.23960999999999996 -0.41348999999999997 -0.073114999999999986 -0.069854999999999987 -0.074044999999999986 0.064905000000000018 0.41383500000000001 0.091135000000000008 0.13134000000000004 0.10584500000000001 0.14121000000000003 -0.17933499999999997 0.13707500000000003 0.42051500000000003 0.41379000000000005 0.11928500000000002 0.083250000000000018 0.11434500000000002 -0.041644999999999995 0.095780000000000018 -0.055064999999999996 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -3 -8 9 11 -10 -9 -13 14 15 16 18 -18 19 -12 21 22 23 24 29 26 -25 -28 -29 -21
right_child=1 5 3 4 -6 -7 7 8 10 -11 13 12 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-0.00098700347921944101 0.0023926848352453416 0.0018052026443183423 0.0011796591586658153 0.00030567714510935137 -0.0033851896916166878 -0.0015716963983140886 -0.0014140317329292885 0.0011701296414965048 -0.0019236756661296661 0.002417469960111644 -0.0029669000703672118 -0.0020357781162601896 -0.00013050588614922683 -0.00096837594786560854 0.0019797862321138384 -0.0014201063365707626 0.0021997682284563779 -0.00076362226779262232 0.00073917120993188541 3.5549558069001392e-05 -0.0016759132389836395 0.0016780052153814223 -0.0019527220896080784 0.0037215770934597549 -0.0024823370957747105 -0.0013516855595464058 0.0033927291492000227 -0.0020805606744252149 0.0012747444850565108 -0.00095577094138918806
leaf_weight=28 36 20 29 29 20 20 32 26 29 31 22 20 21 38 20 29 34 24 91 2204 32 31 23 21 25 22 20 25 27 92
leaf_count=28 36 20 29 29 20 20 32 26 29 31 22 20 21 38 20 29 34 24 91 2204 32 31 23 21 25 22 20 25 27 92
internal_value=0 8.93505e-06 0.00053954 -0.000315757 -0.0012008 -1.13701e-05 -8.23785e-07 -1.31139e-05 2.30732e-06 0.000631722 -1.96516e-05 -0.00019452 -0.00105991 2.10512e-07 1.36337e-05 -8.12716e-07 1.44712e-05 0.000973538 -6.63921e-06 -3.33172e-05 -7.72684e-06 1.37117e-05 -7.26963e-06 1.10988e-05 -3.08652e-05 0.000858041 0.00138077 0.000698037 -0.000338383 -4.17234e-06
internal_weight=0 3093 114 78 49 2979 2959 2939 2907 98 2809 67 41 2780 2742 2722 2693 58 2635 2544 2522 2490 2459 2436 2321 115 93 72 52 2296
internal_count=3121 3093 114 78 49 2979 2959 2939 2907 98 2809 67 41 2780 2742 2722 2693 58 2635 2544 2522 2490 2459 2436 2321 115 93 72 52 2296
is_linear=0
shrinkage=0.1


Tree=1101
num_leaves=31
num_cat=0
split_feature=374 39 2 39 13 39 39 2 9 1 104 10 15 2 4 0 1 39 16 47 14 40 12 16 47 16 47 160 13 0
split_gain=0.00275444 0.00303103 0.0109478 0.0086391 0.00528959 0.00494635 0.00581898 0.00602528 0.0191191 0.0117684 0.00558222 0.0151536 0.0318969 0.00755982 0.00842076 0.0146151 0.0140471 0.0106283 0.0109491 0.00806922 0.00699535 0.00644752 0.0140431 0.0442365 0.00516548 0.0202165 0.0196361 0.013929 0.0129556 0.008778
threshold=0.092550000000000007 0.11536 0.15609500000000001 0.10940500000000002 -0.039649999999999998 0.10484500000000001 0.096775000000000014 -0.15339499999999998 0.092235000000000011 0.11392000000000001 0.077525000000000011 -0.012054999999999998 -0.094329999999999983 -0.013254999999999998 0.51164000000000009 -0.073574999999999988 0.14627000000000004 0.085330000000000003 -0.010264999999999998 0.12431000000000002 -0.31455999999999995 -0.082829999999999973 -0.010834999999999999 -0.052894999999999991 0.09550500000000002 -0.13941499999999998 0.088915000000000008 -0.080934999999999993 -0.041739999999999992 -0.26343999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -3 6 7 9 10 -1 11 12 -9 -13 16 -16 17 19 -19 20 -15 -22 23 -23 26 -26 29 -27 -28 -24
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 -11 -12 13 -14 14 15 -17 -18 18 -20 -21 21 22 24 -25 25 27 28 -29 -30 -31
leaf_value=0.00035311804308245582 0.0010671735661617278 -0.00053283443380876077 0.0011946183052800952 0.00182121893695484 -0.0027279831391448777 -0.0014703509377558596 0.0012480509413934843 -0.0047384329883026939 0.0030875209660734984 -0.0024974643969991515 0.0016093276518707473 0.0013884070424888379 0.0001655716424769101 0.0016863647758934047 -0.0002734495775291213 0.0031987568712793291 -0.0026776319579221311 -0.002413298095878516 0.00013448250979455488 0.0011417563679823352 0.0014800552062557214 0.0013444825738891573 0.0020175075646312463 -0.0046660450049093921 -0.0028512404953700402 0.001525187131199168 0.00067710058312072904 -0.00063703636112281145 0.0038544024606900554 -3.6754066790006096e-05
leaf_weight=30 24 23 21 26 21 23 37 21 20 28 21 39 36 24 27 22 20 37 31 62 28 24 21 25 31 41 33 109 21 2195
leaf_count=30 24 23 21 26 21 23 37 21 20 28 21 39 36 24 27 22 20 37 31 62 28 24 21 25 31 41 33 109 21 2195
internal_value=0 -8.27e-06 -0.000683936 6.21493e-06 -0.00158052 -9.48371e-06 1.7801e-06 -1.38723e-05 6.39461e-06 -0.00102303 -1.50916e-05 -2.70736e-05 -0.00164117 5.90245e-06 -1.36969e-05 0.0012855 -3.72574e-05 -1.75678e-05 -0.00125181 1.45395e-05 -1.28459e-05 -2.89776e-05 -4.58788e-05 -0.00172211 -1.23678e-05 -0.000526479 2.86252e-05 -4.60286e-05 0.00191272 -1.72868e-05
internal_weight=0 3097 65 3032 44 3006 2983 2946 2888 58 2868 2847 57 2790 2751 49 2702 2682 68 2614 2552 2528 2500 49 2451 181 2270 150 54 2216
internal_count=3121 3097 65 3032 44 3006 2983 2946 2888 58 2868 2847 57 2790 2751 49 2702 2682 68 2614 2552 2528 2500 49 2451 181 2270 150 54 2216
is_linear=0
shrinkage=0.1


Tree=1102
num_leaves=31
num_cat=0
split_feature=393 16 129 128 2 129 42 133 42 0 11 1420 156 11 475 475 15 0 475 16 12 1372 475 1 42 133 50 160 482 482
split_gain=0.00278234 0.00731676 0.00280577 0.011737 0.0133191 0.00629642 0.00411443 0.0251311 0.00829483 0.00493122 0.00630875 0.00534972 0.00748226 0.00646034 0.00900346 0.00658609 0.00735603 0.00858123 0.00474939 0.0345116 0.0184303 0.0084258 0.00913594 0.0173309 0.0137947 0.0179218 0.00690416 0.0131147 0.0120196 0.0143209
threshold=-0.087924999999999989 -0.090054999999999982 0.10532000000000001 0.10692000000000002 0.096325000000000008 0.097955000000000014 -0.16797499999999996 0.089405000000000012 -0.12995999999999999 0.22582000000000002 0.10458500000000001 0.056520000000000008 0.14862 0.095720000000000013 0.12365000000000002 -0.10023499999999998 -0.064294999999999977 -0.033209999999999996 -0.085684999999999997 -0.010264999999999998 0.083715000000000026 -0.065504999999999994 -0.082549999999999998 0.089105000000000018 0.085345000000000018 0.085815000000000016 0.11863000000000001 0.050340000000000003 0.11816500000000001 0.11191500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 -2 -8 10 11 12 13 14 15 16 -10 -18 19 -17 -21 -20 23 24 25 -23 28 -28 29 -24
right_child=2 -3 3 -5 -6 -7 8 -9 9 -11 -12 -13 -14 -15 -16 18 17 -19 21 20 -22 22 26 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0021283040133615334 0.00072965448664035653 -0.00051145772227928748 -0.0035830621735658502 0.00085830006282776598 6.647437403444201e-05 0.0013369684147515467 0.0019855396700136012 -0.0033635148506922031 -0.002611526583750674 -0.0015359162552548307 0.0017719201487489046 -0.0016005493545283873 0.0015994580759634747 -0.0016154373800382018 0.0020620559131549229 0.0033031033299101352 0.0012247534410562368 -0.0016074867676133696 -0.0016304015858622735 0.001399216224672273 -0.0021987130476294882 -0.00089912464373691876 4.2546547358865393e-06 0.0035786478058435025 -0.0017129024073559169 0.002838788634760241 -0.00027624897353927647 -0.0029127356565921852 0.0020637035095985214 -0.002503538650268203
leaf_weight=21 40 21 20 30 20 35 21 24 20 21 20 21 29 25 21 33 20 23 32 24 35 23 2290 20 24 29 105 23 28 23
leaf_count=21 40 21 20 30 20 35 21 24 20 21 20 21 29 25 21 33 20 23 32 24 35 23 2290 20 24 29 105 23 28 23
internal_value=0 0.000808423 -1.10275e-05 -0.000636896 -0.00175829 3.53242e-06 -1.21603e-05 -0.000805284 5.28293e-06 -9.11146e-06 2.06807e-06 -1.03607e-05 1.45184e-06 -1.51108e-05 -6.83009e-07 -1.64234e-05 -0.00102711 -0.000290166 7.25567e-06 0.000713355 -0.000735149 -1.77582e-05 2.36051e-06 0.000959461 0.000270202 0.00118548 -3.48536e-05 -0.000749993 4.24838e-06 -2.06823e-05
internal_weight=0 42 3079 70 40 3009 2974 64 2910 2889 2868 2848 2827 2798 2773 2752 63 43 2689 92 59 2597 2565 96 76 52 2469 128 2341 2313
internal_count=3121 42 3079 70 40 3009 2974 64 2910 2889 2868 2848 2827 2798 2773 2752 63 43 2689 92 59 2597 2565 96 76 52 2469 128 2341 2313
is_linear=0
shrinkage=0.1


Tree=1103
num_leaves=31
num_cat=0
split_feature=483 1 52 42 1452 133 50 483 1452 158 0 484 106 12 12 133 133 3 43 14 16 475 160 1429 2 151 3 0 3 0
split_gain=0.00277235 0.0113343 0.0104649 0.0145659 0.0109458 0.0169484 0.00556446 0.0080154 0.00628562 0.00926854 0.0168312 0.0272371 0.00677108 0.00534358 0.0179786 0.0147521 0.0143291 0.0294001 0.0261118 0.0140897 0.0119896 0.0119335 0.0217009 0.0397842 0.0363441 0.01569 0.0109168 0.0425353 0.0219182 0.0141537
threshold=-0.086734999999999993 0.094385000000000011 0.008405000000000001 0.090835000000000013 0.082765000000000019 0.086695000000000008 -0.47248999999999991 -0.069964999999999986 0.083330000000000015 0.10667500000000002 -0.085754999999999984 1.0000000180025095e-35 0.088100000000000012 0.086565000000000017 0.086700000000000013 0.23074000000000003 0.093615000000000018 -0.086274999999999977 -0.036954999999999995 0.078745000000000009 -0.5335399999999999 -0.085684999999999997 -0.081969999999999987 0.083715000000000026 0.089005000000000015 -0.50825999999999982 -0.017889999999999996 -0.13843999999999998 -0.014944999999999998 -0.097024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -2 -8 9 12 -11 -12 13 15 -15 16 21 -18 -19 20 -16 22 23 -9 -24 -23 27 -27 -28 -29
right_child=6 -3 -4 -5 5 -7 7 8 -10 10 11 -13 -14 14 19 -17 17 18 -20 -21 -22 25 24 -25 -26 26 28 29 -30 -31
leaf_value=0.0026803384174127133 0.0015633775439875372 -0.0017323470641193645 0.0027061404741328698 -0.0020770970392186431 -0.0013823151899941878 0.0019865709426604944 -0.0014955036832976182 0.0022435777083349723 0.0015043513888182739 0.00075824233900868539 -0.00044504551398050451 -0.0050476973550394183 0.0015793601607179478 0.0030932281841523947 0.0024912079699182261 -0.0026195201913651548 0.0041978429972558571 0.0015872212464455517 -0.0029422878299374135 -0.0020702751733673117 8.4414432665114804e-05 -0.0030724076111800971 0.0056010300382331483 -0.0039883488998748362 5.9868987039502327e-05 -0.0038386318638938088 0.0030934476799777022 0.0014336988135861854 -6.281287721413348e-05 -0.00048784634893748189
leaf_weight=25 22 21 23 20 32 28 37 21 27 33 36 20 27 20 21 24 23 35 20 30 1439 20 20 20 29 37 23 42 507 439
leaf_count=25 22 21 23 20 32 28 37 21 27 33 36 20 27 20 21 24 23 35 20 30 1439 20 20 20 29 37 23 42 507 439
internal_value=0 0.000420929 0.0007742 0.000351014 0.000922334 0.000189832 -2.11031e-05 -3.29196e-05 -1.43423e-05 -2.85504e-05 -0.00103319 -0.00208885 3.41689e-06 -1.19443e-05 0.00011493 -0.000163992 -0.000116312 0.00119561 -5.9873e-05 7.49527e-05 0.000119033 -0.000204679 0.000901166 -0.000796386 0.00232157 -0.000297869 -0.000244919 -0.000571387 7.41569e-05 -0.000320061
internal_weight=0 149 128 105 85 60 2972 2950 2913 2886 89 56 2797 2770 1510 1260 1236 78 55 1490 1460 1158 90 41 49 1068 1048 518 530 481
internal_count=3121 149 128 105 85 60 2972 2950 2913 2886 89 56 2797 2770 1510 1260 1236 78 55 1490 1460 1158 90 41 49 1068 1048 518 530 481
is_linear=0
shrinkage=0.1


Tree=1104
num_leaves=31
num_cat=0
split_feature=33 3 3 49 3 39 4 1 2 1 2 2 3 2 160 52 34 124 41 13 3 1 4 42 16 16 1 2 49 3
split_gain=0.00288817 0.00318767 0.0116982 0.0237177 0.0112025 0.0448714 0.0543941 0.0179211 0.0162178 0.0330004 0.0164037 0.0158261 0.0190596 0.0174846 0.0118042 0.0104012 0.0101889 0.0100903 0.0105384 0.00943022 0.00902066 0.012643 0.0102656 0.00845567 0.0079793 0.01063 0.023404 0.018405 0.0108485 0.00752073
threshold=-0.012019999999999998 -0.0049599999999999991 -0.0087149999999999988 -1.0000000180025095e-35 0.088060000000000013 0.084780000000000008 0.053180000000000012 0.086560000000000012 0.086675000000000016 0.10060500000000001 0.092235000000000025 0.10644500000000001 0.11658 0.11215000000000001 0.060610000000000004 -0.061194999999999992 -0.085739999999999983 -0.0066649999999999991 0.098385000000000014 -0.16152999999999998 -0.017889999999999996 0.10389500000000002 1.0000000180025095e-35 0.092860000000000012 -0.5335399999999999 -0.11676499999999999 0.14627000000000004 0.14445500000000003 -0.039339999999999993 -0.023499999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 -4 5 6 7 -3 9 -6 -10 12 15 -13 24 -12 -2 23 -19 -18 29 -22 -23 -7 -15 27 28 -26 -27 -21
right_child=1 4 3 -5 8 17 -8 -9 10 -11 11 13 -14 14 -16 -17 19 18 -20 20 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0010110563781511571 -0.0021065996595374917 -0.00046521914773620668 0.00069960338063538078 -0.004170480438042432 -0.0042815464495036468 -0.0006804978263310411 0.0062493639360009521 0.0031748259573110512 0.0020983143307967112 0.00036727033328969738 -0.0011079260578844697 0.0026743638142111845 0.00085656974545639502 -0.0014089365024119616 -0.0022388903088756793 -0.0042943917530854905 -0.0021021003391416301 -0.0032011148843752303 -0.00010269217614439272 9.3962480389543333e-06 -0.00015356296180682474 0.0038450076003625454 0.00067938767373561856 0.00188637400112514 -0.00035543721063401214 -0.0010068439979754064 -0.002997685842482107 0.0035745413322449448 0.0016173582059564068 -0.0016393119003623724
leaf_weight=28 23 38 20 20 26 33 27 21 40 37 20 28 23 24 21 21 21 23 21 2331 43 21 20 21 22 23 21 26 50 28
leaf_count=28 23 38 20 20 26 33 27 21 40 37 20 28 23 24 21 21 21 23 21 2331 43 21 20 21 22 23 21 26 50 28
internal_value=0 9.15279e-06 -3.88927e-05 -0.00173544 0.00022366 0.00086468 0.0025317 0.00083039 -8.5104e-05 -0.00155129 0.000204456 -6.70648e-05 -0.00144749 0.000343854 -5.09958e-06 -0.00274002 -1.16061e-05 -0.000598212 -0.00172232 7.94948e-06 2.60874e-05 0.0010444 0.0023008 0.00031773 0.000277488 0.000562518 -5.57543e-05 0.0017733 0.000790555 -1.0173e-05
internal_weight=0 3093 2527 40 566 184 86 59 382 63 319 279 64 215 187 41 2487 98 44 2464 2443 84 41 54 166 142 94 48 73 2359
internal_count=3121 3093 2527 40 566 184 86 59 382 63 319 279 64 215 187 41 2487 98 44 2464 2443 84 41 54 166 142 94 48 73 2359
is_linear=0
shrinkage=0.1


Tree=1105
num_leaves=31
num_cat=0
split_feature=394 393 392 51 51 402 1213 51 1 51 52 1 12 51 1 1 2 1 42 0 3 0 0 2 13 1 0 52 1 1454
split_gain=0.00257176 0.00425225 0.00359317 0.00339095 0.0122146 0.00964838 0.011383 0.0114127 0.0157177 0.0153036 0.00843597 0.0186684 0.0166391 0.0136207 0.0113551 0.0101844 0.0100079 0.0200562 0.0152243 0.0135155 0.00761261 0.00590709 0.0201713 0.0191487 0.0116402 0.0106055 0.0282494 0.0082957 0.0073417 0.00735617
threshold=-0.16013499999999997 -0.087924999999999989 0.091685000000000003 0.082455000000000014 0.067785000000000012 0.089220000000000008 -0.069109999999999991 0.090560000000000015 0.087325000000000014 0.094075000000000006 0.008405000000000001 0.10337500000000001 0.083310000000000009 0.24916000000000002 0.11507500000000002 0.13756000000000004 0.090545000000000014 0.080000000000000016 0.096610000000000015 -0.082974999999999979 -0.072894999999999988 0.10455500000000001 0.12358500000000001 0.10981000000000002 0.095120000000000024 0.14754500000000001 -0.057069999999999989 -0.016329999999999997 0.14262000000000002 0.096235000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 21 6 -5 8 -8 -9 11 12 -11 -14 -13 -16 17 -12 19 -18 -19 25 -23 24 27 28 -27 -24 29 -3
right_child=1 2 -4 5 -6 -7 7 9 -10 10 16 14 13 -15 15 -17 18 20 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00082875215888929526 0.0011566945409867914 1.5391871357106859e-05 0.0012712954296809833 -0.002155236957506055 -0.0023016000406641981 0.0019420626808236956 -0.00022496682358905674 -0.001982837305404246 0.0028468852823910614 -0.00044395467418286463 -0.0037888931238003786 -0.002348154953437015 0.0039131102401168188 0.00065829025988932703 0.0015119462683232446 -0.0011953948767768454 0.0031027921019931852 0.0012826238795903258 -0.0019428681149812684 8.7115580529262813e-05 -0.0013480714395303619 -0.003180561243341519 -0.0017718595898021825 -0.0026608847972491513 0.0020304874455391924 -0.00068429013626882809 0.0037078250854931495 0.00071796687552705407 -0.0017718536323324469 -0.0010974645407557427
leaf_weight=37 32 2262 22 21 24 31 31 35 36 23 21 21 36 20 33 24 23 22 21 42 22 26 23 23 34 32 27 32 24 61
leaf_count=37 32 2262 22 21 24 31 31 35 36 23 21 21 36 20 33 24 23 22 21 42 22 26 23 23 34 32 27 32 24 61
internal_value=0 9.94287e-06 -2.08074e-06 -1.13264e-05 -5.6197e-05 0.000238085 0.000115525 0.000231832 0.00142558 -1.34913e-06 0.00022382 0.000737072 0.00182059 0.00275067 -0.00036034 0.000372013 -0.000309826 -0.00124626 0.00039794 0.0011542 -3.27238e-05 -3.5014e-05 -0.000671277 -8.87644e-05 0.000575941 1.47988e-06 0.00132566 -0.000323233 -3.1808e-05 -1.38308e-05
internal_weight=0 3084 3052 3030 2568 462 431 410 67 343 308 157 79 56 78 57 151 65 86 65 44 2544 138 112 89 2406 59 55 2347 2323
internal_count=3121 3084 3052 3030 2568 462 431 410 67 343 308 157 79 56 78 57 151 65 86 65 44 2544 138 112 89 2406 59 55 2347 2323
is_linear=0
shrinkage=0.1


Tree=1106
num_leaves=31
num_cat=0
split_feature=483 0 160 1456 1453 42 3 159 1456 483 158 15 16 106 481 4 481 484 51 152 40 1456 3 1455 1456 15 159 1456 4 2
split_gain=0.00263033 0.0123157 0.0169844 0.0109321 0.00847279 0.0245329 0.0084503 0.0197325 0.0135204 0.00468801 0.00495623 0.00646741 0.0136614 0.00582371 0.00555989 0.0220668 0.0146447 0.0113727 0.00851029 0.00821538 0.0101964 0.00783223 0.0089229 0.00832802 0.00618677 0.00569894 0.00556109 0.0105023 0.00641843 0.0136926
threshold=-0.070084999999999981 -0.082724999999999979 0.050340000000000003 -1.0000000180025095e-35 -0.076539999999999983 0.087405000000000024 -0.082284999999999983 -0.024209999999999999 -0.05618999999999999 -0.020729999999999995 0.10667500000000002 -0.089549999999999991 -0.0007049999999999999 0.088100000000000012 -0.087424999999999989 -0.050494999999999991 -0.085749999999999979 -0.037689999999999994 -0.43587999999999999 0.083250000000000018 -0.24134999999999998 0.092265000000000014 -0.078934999999999991 0.0034400000000000008 0.088020000000000001 -0.087679999999999994 -0.47115499999999993 -0.091834999999999986 -0.50940999999999981 0.09678500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -2 8 -8 -3 -6 13 -12 -13 14 15 -11 -16 -17 -18 20 -20 23 -23 24 26 -25 -22 -28 29 -29
right_child=4 6 3 -5 9 -7 7 -9 -10 10 11 12 -14 -15 16 17 18 -19 19 -21 21 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=-0.00035933416676581714 -0.0038377114482933566 -0.0030930679865971045 0.0042774181696586316 0.0012163110709350025 0.0014858594164252282 0.0010560383298434317 -0.0019673680188134314 0.0020367099434224658 0.00026648052642121915 -0.0034185464504053412 0.00062567175406476729 -0.0028821356610619821 0.00021462300626028864 0.0014700513548666129 0.0025862703650173817 -0.0013104245964703817 0.0016993951275974817 0.0018761410959389953 0.0020914478045280858 -0.001726853188925556 -0.0016650542550321137 -0.0025014994417519865 4.3090654071420436e-06 0.002354701939443855 0.0015363956922665239 0.00045858969884541103 0.0018947671475221537 -0.0023678259544872814 -2.6296807425106346e-05 0.00059905321187605825
leaf_weight=37 21 23 20 28 21 20 20 32 25 23 23 29 28 27 22 21 29 24 23 28 21 27 30 23 25 51 28 35 2329 28
leaf_count=37 21 23 20 28 21 20 20 32 25 23 23 29 28 27 22 21 29 24 23 28 21 27 30 23 25 51 28 35 2329 28
internal_value=0 0.000365722 0.0012507 0.00249177 -2.30444e-05 -0.00145052 -0.000386512 0.00049668 -0.0013433 -2.82809e-06 -1.37058e-05 -0.000789775 -0.00136092 8.51527e-06 -5.7462e-06 -0.000898796 1.67538e-05 0.000389077 -4.36293e-06 -2.30219e-05 -4.81303e-06 -2.33783e-05 -0.00118265 2.63692e-06 -2.87301e-05 0.00104792 -4.47597e-05 -3.06993e-05 -5.32382e-05 -0.00104921
internal_weight=0 185 85 48 2936 41 100 52 48 2895 2874 80 57 2794 2767 68 2699 45 2677 2648 2620 2597 57 2540 2466 74 2441 2420 2392 63
internal_count=3121 185 85 48 2936 41 100 52 48 2895 2874 80 57 2794 2767 68 2699 45 2677 2648 2620 2597 57 2540 2466 74 2441 2420 2392 63
is_linear=0
shrinkage=0.1


Tree=1107
num_leaves=31
num_cat=0
split_feature=3 147 130 16 1 1 1 4 3 132 132 43 1444 0 43 0 475 0 13 123 34 97 454 1 9 16 49 4 4 2
split_gain=0.00256708 0.00895238 0.00792373 0.00966054 0.0134494 0.0199535 0.015928 0.0109428 0.0120586 0.0159408 0.00629019 0.00676118 0.00558567 0.0051845 0.0280413 0.00720003 0.0124316 0.00655044 0.016219 0.00616198 0.00912078 0.0184348 0.00705263 0.00712864 0.00688543 0.00894215 0.00745852 0.00567202 0.00586268 0.00928518
threshold=-0.13309499999999996 0.11204500000000002 0.084580000000000016 0.10246000000000001 0.084165000000000004 0.10337500000000001 0.107145 -0.15464999999999998 -0.15121499999999996 0.079970000000000013 0.084605000000000014 0.031595000000000005 -0.084274999999999989 0.10455500000000001 -0.014584999999999999 0.047850000000000011 -0.011519999999999997 1.0000000180025095e-35 -0.013304999999999999 -0.088149999999999992 -0.057544999999999992 -0.049229999999999996 0.088225000000000012 0.15170500000000001 0.089995000000000006 -0.5435399999999998 -0.23360999999999996 0.51388000000000011 0.42642000000000008 0.13622000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 7 -5 -6 -7 -1 10 -10 11 -9 -2 15 -15 17 -17 19 -19 -14 21 -21 23 24 25 -22 -27 28 -28 -30
right_child=1 -3 -4 4 5 6 -8 8 9 -11 -12 -13 13 14 -16 16 -18 18 -20 20 22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0026263508399755791 0.0014167697582807806 -0.0020397559083490213 -0.0015603521219666372 -0.0023294754993492882 0.0022267550055403264 -0.0025451866078323553 0.0010980759492321384 -0.0010925573869055864 0.0033810909405084591 -5.7548391990936725e-05 0.0012660405272617936 0.0010350122960517184 -0.001714124869821327 0.00068309140759845123 -0.0034769993482488925 -0.00044818864879198376 0.0026464787553305978 0.00065109559072880081 -0.0030252953695404966 -0.00032269943538787112 0.0016464000687964502 0.0035967833085340409 0.0016855789697729053 0.0013802094218720283 -0.0018182376039807093 -0.0016298071283381435 -4.5606276647400311e-05 -0.0012550413289940672 0.0027129486086778344 -0.00017784129979554565
leaf_weight=29 27 22 22 26 32 28 21 59 28 26 25 20 21 43 26 25 27 24 24 28 31 21 24 35 22 30 2292 38 20 25
leaf_count=29 27 22 22 26 32 28 21 59 28 26 25 20 21 43 26 25 27 24 24 28 31 21 24 35 22 30 2292 38 20 25
internal_value=0 -3.04404e-05 0.000270207 0.000407187 -0.000350615 0.000284574 -0.000983788 0.000840796 0.000513067 0.00172545 -0.000116439 -0.000553932 -1.45565e-05 -2.85789e-05 -0.000884479 -6.60006e-06 0.00115866 -2.95957e-05 -0.0011871 -8.11897e-06 5.84288e-06 0.00135708 -2.04625e-05 -3.68865e-05 -5.70648e-05 -4.11593e-05 -6.29116e-05 -4.31192e-05 -2.34132e-05 0.00110695
internal_weight=0 2805 316 294 107 81 49 187 158 54 104 79 2783 2756 69 2687 52 2635 48 2587 2566 49 2517 2493 2458 2436 2405 2375 2337 45
internal_count=3121 2805 316 294 107 81 49 187 158 54 104 79 2783 2756 69 2687 52 2635 48 2587 2566 49 2517 2493 2458 2436 2405 2375 2337 45
is_linear=0
shrinkage=0.1


Tree=1108
num_leaves=31
num_cat=0
split_feature=142 9 147 39 39 1348 0 2 2 3 0 0 12 1 130 2 1447 50 402 13 13 3 4 402 12 3 13 3 42 42
split_gain=0.00261661 0.00460637 0.0039879 0.00330714 0.00366133 0.00306911 0.00557173 0.00332949 0.0266623 0.0125676 0.0528691 0.0112308 0.0251123 0.0175734 0.0116818 0.0163165 0.0180775 0.0141031 0.0187787 0.0192562 0.0300606 0.0272275 0.0251071 0.0168857 0.0140214 0.0130802 0.0135045 0.0122769 0.0122076 0.0109424
threshold=-0.06316999999999999 0.099965000000000012 0.10479500000000001 0.15619500000000003 0.12081000000000001 -1.0000000180025095e-35 -0.26609999999999995 0.083935000000000023 0.084055000000000005 0.0051600000000000005 -0.085034999999999986 -0.09515499999999999 0.085785000000000014 0.092390000000000014 0.0029050000000000005 0.083715000000000026 -0.01299 0.089465000000000017 0.10306000000000001 -0.081029999999999977 -0.077799999999999994 -0.081334999999999977 -0.0086549999999999978 0.12317000000000002 0.088725000000000012 -0.014944999999999998 -0.072819999999999982 -0.083654999999999993 0.11720500000000002 0.09858500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 9 -9 11 -11 12 13 -8 15 16 24 18 19 21 -21 27 -23 28 -13 26 -22 -18 29 -19
right_child=1 -3 -4 -5 -6 6 7 8 -10 10 -12 14 -14 -15 -16 -17 17 23 -20 20 25 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011124841558436552 -0.0011575336811011252 -0.0011651009540347493 0.0012152557933910026 -0.0012871224479749799 0.0012332546397374245 0.0016655535664176569 0.00095123040555336049 0.0035205059875310822 2.1034191964251666e-05 -0.0043707732095693555 0.0022668135119602085 0.0028634878010052492 -0.00057274556163327487 0.0046741240702214693 0.0018427561574543899 -0.0027254744319954493 -0.0017897412380469696 2.6520406625083634e-06 -0.0037378853642439942 0.002704391191218747 -0.0021614389216166835 -0.0061604014021300136 -0.001209709441754967 0.0029762620760482692 -0.00017240467955005067 -0.0023468628372730954 0.0001144656673515295 0.0016721347346901894 -0.0017894107720621832 0.0024801458453848251
leaf_weight=21 23 34 27 20 24 20 32 22 2098 30 20 32 59 21 26 27 21 118 20 32 31 21 20 21 29 35 164 20 32 21
leaf_count=21 23 34 27 20 24 20 32 22 2098 30 20 32 59 21 26 27 21 118 20 32 31 21 20 21 29 35 164 20 32 21
internal_value=0 -7.53618e-06 5.30048e-06 -5.44937e-06 3.04134e-06 -6.81679e-06 2.08848e-06 -9.1816e-06 5.73495e-05 -0.000178708 -0.00171574 -8.04323e-05 0.000846464 0.00242634 -0.000235376 -0.000319276 -0.00021398 -0.000393269 -0.00075905 -0.000585862 -0.000167297 -0.00192323 -0.00374543 0.000300189 0.00142019 -0.000566837 -0.000247345 -0.000101021 -2.84511e-05 0.00037695
internal_weight=0 3100 3066 3039 3019 2995 2972 2952 2120 832 50 782 112 53 670 644 617 556 364 344 262 82 41 192 61 230 195 41 171 139
internal_count=3121 3100 3066 3039 3019 2995 2972 2952 2120 832 50 782 112 53 670 644 617 556 364 344 262 82 41 192 61 230 195 41 171 139
is_linear=0
shrinkage=0.1


Tree=1109
num_leaves=31
num_cat=0
split_feature=1447 2 2 1447 160 483 1447 479 479 481 12 1447 128 128 394 128 128 133 133 52 1204 13 1 133 130 400 132 13 50 43
split_gain=0.00245304 0.0102273 0.0259622 0.00750934 0.0345407 0.00543548 0.00525379 0.00651753 0.00611446 0.00454127 0.00684987 0.00397439 0.00379011 0.00758613 0.00394551 0.00514235 0.00808285 0.00533038 0.0159026 0.0262584 0.0109508 0.00931681 0.0274937 0.0100985 0.0199387 0.0127226 0.00899597 0.0359995 0.0200744 0.0138656
threshold=-0.085804999999999979 0.086950000000000013 0.083715000000000026 -0.083354999999999985 -0.014869999999999998 0.087440000000000004 -0.082344999999999988 0.10713500000000002 0.097110000000000016 -0.099059999999999995 0.08493500000000001 0.050705000000000007 0.11976500000000002 0.11170500000000001 -0.16013499999999997 0.10692000000000002 0.10332500000000001 -0.0061299999999999992 -0.012979999999999998 0.008405000000000001 0.057120000000000011 0.056795000000000005 0.088305000000000008 -0.54084999999999994 0.09833500000000002 -0.085929999999999992 -0.083284999999999984 -0.013304999999999999 0.11028 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5 8 9 10 -8 12 13 14 -11 16 17 18 20 -20 21 23 -23 -16 25 -25 27 29 -28 -27
right_child=3 5 -4 6 -6 -7 7 -9 -10 11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.00076760287474220005 0.002903504649965236 -0.00026535753486081002 -0.0033271813626924995 -0.0014782071831480911 -0.0020519877802474763 0.0016473612340632826 -0.00023502682127979249 0.0014990877327990945 -0.0017499933089129627 -0.0012230584720292917 0.0022604001008651475 -0.0013499595441813159 0.0010487670145641246 -0.0016815205311609641 0.0020352735389024021 0.0015036090925011946 -0.0020008716825395826 -6.918761688649722e-05 -0.00063290976164959536 0.0037427893574204065 -0.0021916339790914209 0.0031192672340798061 -0.0015285468287765981 -0.0019177373607064886 -0.0025725026422276582 -0.0021395703928481619 0.0002426588627460499 0.0045145438121044603 -0.0026213144733516786 0.0014984652408747935
leaf_weight=30 39 39 32 24 22 24 22 29 20 26 22 22 34 27 25 23 20 1944 24 32 20 35 20 29 29 22 417 23 26 20
leaf_count=30 39 39 32 24 22 24 22 29 20 26 22 22 34 27 25 23 20 1944 24 32 20 35 20 29 29 22 417 23 26 20
internal_value=0 -0.000434032 -0.00134583 1.81088e-05 0.00111628 0.000463297 -4.71515e-06 7.43319e-06 -7.57652e-06 4.5997e-06 0.00101269 -1.11405e-05 -6.06142e-07 -1.35238e-05 2.94267e-06 1.47094e-05 1.96006e-06 1.69851e-05 0.000249007 0.00186749 0.000112918 0.000184266 0.00142915 6.84141e-05 -1.84614e-05 0.000119466 0.000235763 0.00133436 7.45701e-05 -0.000407172
internal_weight=0 125 62 2996 61 63 2935 2911 2882 2862 44 2818 2796 2762 2735 2709 2686 2666 722 56 666 646 55 591 566 537 508 65 443 42
internal_count=3121 125 62 2996 61 63 2935 2911 2882 2862 44 2818 2796 2762 2735 2709 2686 2666 722 56 666 646 55 591 566 537 508 65 443 42
is_linear=0
shrinkage=0.1


Tree=1110
num_leaves=31
num_cat=0
split_feature=399 1203 1201 1203 1203 130 49 133 133 2 133 43 133 43 12 12 133 10 10 1 16 51 48 484 150 1 51 0 2 4
split_gain=0.00247297 0.0048832 0.00369916 0.00435342 0.00638825 0.0048929 0.0109146 0.00543251 0.00465315 0.00729871 0.00555716 0.00835033 0.0103511 0.00838875 0.0263114 0.045623 0.00826044 0.00612455 0.0175298 0.0107922 0.0127451 0.00946083 0.0116181 0.0260841 0.0200777 0.0197245 0.0287471 0.0183482 0.0142974 0.0270098
threshold=0.11450500000000001 -1.0000000180025095e-35 -0.081779999999999978 0.10304500000000001 0.089165000000000008 0.10923000000000001 0.099465000000000012 -0.025314999999999994 -0.46007999999999999 0.089125000000000024 -0.40071499999999999 0.13895500000000002 -0.15387499999999996 0.084740000000000024 0.084100000000000022 -0.064509999999999984 0.09635500000000001 -0.089679999999999982 -0.38124499999999995 0.13968000000000003 -0.073404999999999984 0.012085000000000002 0.089670000000000014 -0.070054999999999992 0.08486500000000001 0.10124500000000002 0.11444000000000001 -0.14001499999999997 0.089125000000000024 -0.078809999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 7 -7 9 -4 -10 13 -13 17 15 -15 -14 18 -12 21 -21 -19 23 -23 28 26 -24 -27 29 -25
right_child=-2 2 3 -5 -6 6 -8 -9 10 -11 11 12 16 14 -16 -17 -18 19 -20 20 -22 22 25 24 -26 27 -28 -29 -30 -31
leaf_value=0.0015270574705763943 -0.001081517765886106 0.0012604159652255477 0.0022685348572533417 -0.0011915663613997882 0.0013236933127498359 -0.0023725693763481104 0.0011604783812626488 -0.00042652590200304986 -0.001197414916420642 -0.00017698129522614181 0.00049464595684185048 0.0030177089199423792 -0.00098384491205555 0.00019981111679226159 0.00092553202412091204 -0.0062080496497219431 0.0017319222790233438 -8.7334479123950585e-05 -0.002645498747006059 0.0025342971539577923 -0.00014771744300720886 -0.0017783295738303827 -0.0040469605034948999 -0.0016797130752820523 0.0039127800097365096 0.0029583279972333308 0.00057076488245421883 -0.00052309084283301565 0.0015345924614431491 0.00137798727892984
leaf_weight=21 21 23 23 31 36 32 21 26 39 26 40 20 24 25 38 20 21 2103 32 37 34 36 28 52 23 24 26 41 133 65
leaf_count=21 21 23 23 31 36 32 21 26 39 26 40 20 24 25 38 20 21 2103 32 37 34 36 28 52 23 24 26 41 133 65
internal_value=0 7.32641e-06 -3.03875e-06 -1.25477e-05 -4.65235e-07 -1.64136e-05 -0.000792935 -0.00150021 4.6672e-06 0.000970914 -1.18816e-05 4.50246e-06 0.0011248 -2.19102e-05 -0.00101199 -0.00264813 0.000283513 8.82168e-06 -0.000900974 3.39967e-05 0.00124995 -1.13514e-07 0.000428451 0.000751777 0.00108542 -0.000411108 -0.00182361 0.000762356 0.0008253 1.90093e-05
internal_weight=0 3100 3079 3056 3025 2989 79 58 2910 49 2861 2822 65 2757 83 45 45 2674 72 2602 71 2531 428 309 273 119 54 65 250 117
internal_count=3121 3100 3079 3056 3025 2989 79 58 2910 49 2861 2822 65 2757 83 45 45 2674 72 2602 71 2531 428 309 273 119 54 65 250 117
is_linear=0
shrinkage=0.1


Tree=1111
num_leaves=31
num_cat=0
split_feature=3 147 52 52 1 0 475 43 12 1 2 43 12 1429 483 0 160 1453 15 159 15 0 43 481 2 403 43 403 51 483
split_gain=0.00283319 0.00792807 0.00703277 0.00922849 0.0277534 0.0121942 0.0163002 0.0136288 0.0130231 0.0100721 0.0109336 0.00687678 0.0104988 0.00593223 0.00530359 0.0131964 0.0136612 0.00937377 0.00730797 0.0070273 0.01787 0.00638304 0.0205542 0.00591513 0.0257156 0.0118204 0.0264883 0.0095207 0.00657177 0.0147032
threshold=-0.13309499999999996 0.11204500000000002 -0.56022499999999986 0.10611000000000001 0.081670000000000006 -0.0058249999999999994 -0.073459999999999984 -1.0000000180025095e-35 0.083310000000000009 0.076935000000000017 0.082850000000000021 -0.14792499999999997 0.095565000000000011 -1.0000000180025095e-35 -0.070084999999999981 -0.082724999999999979 0.050340000000000003 -0.076539999999999983 -0.065449999999999994 -0.0093149999999999986 -0.0058549999999999991 0.10455500000000001 -0.014584999999999999 -0.087424999999999989 0.085485000000000019 -0.5492149999999999 -0.041049999999999996 -0.53762499999999991 -0.43587999999999999 0.049115000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 13 5 -5 8 -7 -8 -4 -10 -11 -12 -13 -1 15 16 -2 -16 -18 -17 -21 23 -23 24 -19 26 -25 -27 29 -29
right_child=1 -3 3 4 -6 6 7 -9 9 10 11 12 -14 -15 17 19 18 21 -20 20 -22 22 -24 25 -26 27 -28 28 -30 -31
leaf_value=-0.0021095471013159979 -0.00012090680344651144 -0.001922852861356329 -0.0020916223769414832 -0.003640826783375815 0.0012013652137127418 -0.0003241784549478827 0.00068246654991526161 0.0037263468214261686 0.0022943500832367978 -0.0017640423160628417 -0.00067033362469043247 0.0031508933566510677 -8.9285718277096746e-05 0.0002673725942648681 -0.00161084680401377 -0.0013114190279003724 0.0012347316462546587 -0.0029982523440594379 0.003822969454631675 -0.0010763860427804531 0.0026501755817496982 0.00042328100535087292 -0.0031883676437875971 -0.00087264255261802846 0.00084926706304510225 -0.0017786691136522374 0.0038296987395733599 0.0030591744548556479 -9.1659130891282443e-06 -0.00055689767785066665
leaf_weight=21 30 22 22 20 29 29 24 38 26 24 22 20 20 21 38 38 20 32 24 31 22 40 26 23 38 30 25 22 2321 23
leaf_count=21 30 22 22 20 29 29 24 38 26 24 22 20 20 21 38 38 20 32 24 31 22 40 26 23 38 30 25 22 2321 23
internal_value=0 -3.19792e-05 0.000283866 0.000468567 -0.00077504 0.000739397 0.00163274 0.00254807 0.000132725 0.000569651 4.82302e-05 0.000749755 0.0015308 -0.000921087 -1.70316e-05 0.000532853 0.00152458 -5.16882e-05 0.0026465 -0.000273605 0.000470489 -2.87238e-05 -0.00099949 -3.23835e-06 -0.000909599 2.27212e-05 0.00157649 -8.40608e-06 1.40402e-05 0.00121096
internal_weight=0 2805 316 274 49 225 91 62 134 112 86 62 40 42 2783 165 74 2618 44 91 53 2580 66 2514 70 2444 48 2396 2366 45
internal_count=3121 2805 316 274 49 225 91 62 134 112 86 62 40 42 2783 165 74 2618 44 91 53 2580 66 2514 70 2444 48 2396 2366 45
is_linear=0
shrinkage=0.1


Tree=1112
num_leaves=31
num_cat=0
split_feature=1208 16 42 403 3 403 1211 1211 1211 1211 13 403 1210 1213 400 1213 393 12 3 1176 1210 1213 1185 394 130 393 1 33 43 51
split_gain=0.00280957 0.0138295 0.0190571 0.0135009 0.0291409 0.00474673 0.00304002 0.0117955 0.00661991 0.00615855 0.0152301 0.00929955 0.00514636 0.00602863 0.00492549 0.0202529 0.00940358 0.00775001 0.00802985 0.00372205 0.00373969 0.029544 0.00447299 0.00967379 0.00919815 0.00348206 0.0132564 0.00459734 0.00453013 0.0111637
threshold=0.099975000000000008 -0.079734999999999986 0.11603500000000001 -0.5341999999999999 -0.082974999999999979 -0.51385999999999987 0.13003000000000001 0.11789500000000001 0.11088500000000003 0.087635000000000005 -0.089109999999999981 -0.074254999999999988 -0.14310999999999999 0.12439000000000001 -0.082934999999999995 0.087530000000000011 0.10856500000000001 0.087445000000000009 -0.084854999999999986 0.085980000000000015 -0.081959999999999991 -0.087969999999999979 0.082795000000000021 -0.091729999999999992 -0.0092949999999999994 0.085075000000000012 0.092845000000000025 -0.044254999999999996 -0.066504999999999995 0.035765000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5 7 8 9 12 -11 -12 -7 14 15 17 19 -14 -19 20 21 -16 23 -22 -24 27 -27 -25 29 -29
right_child=1 2 -4 5 -6 6 -8 -9 -10 10 11 -13 13 -15 16 -17 -18 18 -20 -21 22 -23 24 25 -26 26 -28 28 -30 -31
leaf_value=0.00014035773025457992 0.0027592185674057829 0.0015915731565378931 -0.0026291246199980378 0.0011734986877334971 -0.0045013274287893663 -0.0013900441734154745 -0.0011431244262696608 0.0022189009614521638 -0.0015656978874984716 0.0029781221091980115 0.0010964355835832455 -0.0016873787844642288 -0.0015091948155313731 -0.0014897895036955124 -0.0015705455510887198 0.0033793587020640686 -0.0021213336021728107 0.0018585327350033019 -0.00070654932034971279 0.0011937366892547849 -0.002000905798515305 0.0036173037730068678 -0.0008254315052181483 0.0014323748603817963 0.0018772356020396249 0.0021316210712150983 -0.0011920754401944578 -4.8210771597666681e-05 -0.00018911497986407911 0.00078540164689321317
leaf_weight=38 21 23 20 35 21 27 23 24 27 24 28 21 25 27 23 22 21 26 23 26 25 21 20 21 34 30 20 1011 1223 191
leaf_count=38 21 23 20 35 21 27 23 24 27 24 28 21 25 27 23 22 21 26 23 26 25 21 20 21 34 30 20 1011 1223 191
internal_value=0 0.000655739 -0.000371542 -1.37283e-05 -0.00151177 1.57528e-05 2.07713e-06 1.10362e-05 -7.13554e-06 7.43047e-06 0.000914249 -9.66277e-05 -1.60773e-05 -2.77604e-06 1.17603e-05 0.000715492 -1.35804e-05 -7.64683e-05 0.000654515 3.15415e-06 -8.6653e-06 0.000905473 -2.42855e-05 -4.3575e-05 0.000876248 -2.39704e-05 0.000802142 -4.08574e-05 -5.36153e-05 8.42518e-05
internal_weight=0 64 43 3057 59 2998 2963 2940 2916 2889 73 49 2816 2789 2762 96 2666 74 49 2645 2619 44 2575 2521 54 2496 50 2446 2425 1202
internal_count=3121 64 43 3057 59 2998 2963 2940 2916 2889 73 49 2816 2789 2762 96 2666 74 49 2645 2619 44 2575 2521 54 2496 50 2446 2425 1202
is_linear=0
shrinkage=0.1


Tree=1113
num_leaves=31
num_cat=0
split_feature=15 15 15 403 400 132 1454 160 479 12 403 12 4 52 0 403 15 15 13 2 403 1213 12 13 130 43 403 13 42 15
split_gain=0.00285866 0.019224 0.0137436 0.0326455 0.0101817 0.0109158 0.0103247 0.0102042 0.0143962 0.0103756 0.0255617 0.0170824 0.0223616 0.0237766 0.0221538 0.0204536 0.0152211 0.0170355 0.0113465 0.0105289 0.00995618 0.0100854 0.00961074 0.00852492 0.00749461 0.00950822 0.0263039 0.0107497 0.010191 0.0120126
threshold=0.088235000000000022 0.088495000000000018 0.087685000000000013 -0.080194999999999975 -0.082934999999999995 -0.08373499999999999 0.088250000000000009 -0.54913999999999985 0.10061500000000002 0.093965000000000007 -0.53255499999999989 0.092355000000000007 -0.080584999999999976 0.0031350000000000002 -0.074824999999999989 -0.062634999999999982 0.098485000000000017 0.11923500000000002 -0.01163 0.088475000000000012 -0.5335399999999999 0.039620000000000009 0.088305000000000008 -0.082199999999999981 0.096970000000000015 0.055925000000000009 -1.0000000180025095e-35 -0.078279999999999975 0.096035000000000023 0.097485000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 20 -4 -3 -6 7 -7 9 11 -11 12 13 18 -13 -14 19 -18 23 22 21 -1 -17 -9 25 27 -27 -12 29 -29
right_child=1 4 3 -5 5 6 -8 8 -10 10 24 14 15 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-4.8356352462655026e-06 0.0028993045687675479 0.0019805401960318841 -0.0045466859994286839 0.00078633826439424102 -0.0018326431084724683 0.0019721598197550822 -0.0018245014180946683 -0.00033899005036801104 -0.0022666048537939788 -0.0036263582392296358 -0.0026771212199708403 0.00038349396087981473 0.0032350577597478124 -0.0033037604036508131 0.0047504286653184818 -0.0013662674852336447 0.003669551870552823 -6.0374655760824685e-05 -0.0013442324883726543 -0.002471840011057793 -4.6295206263708157e-05 0.0031328761018812657 0.0014637410923439478 0.0025136272380636496 0.0018186162647214673 0.0036521566724828022 -0.00073679808249127953 0.00021316860293154607 0.00043383163181890966 -0.0029189641094635593
leaf_weight=21 25 27 22 24 31 30 27 20 25 21 21 26 33 29 21 21 24 25 32 20 2315 20 28 22 21 22 36 24 83 25
leaf_count=21 25 27 22 24 31 30 27 20 25 21 21 26 33 29 21 21 24 25 32 20 2315 20 28 22 21 22 36 24 83 25
internal_value=0 0.000174927 -5.23615e-05 -0.00176424 7.67865e-05 -2.77022e-07 8.90364e-05 0.000173873 8.06976e-05 0.000186623 -0.000285413 0.000583384 0.000259325 -0.000876743 0.00233468 0.00103426 0.000418781 0.00176653 7.43859e-05 -0.000538314 -1.89378e-05 0.00152576 0.00025088 0.00115524 1.70003e-05 -0.000162307 0.000927978 -0.000575618 -0.000241288 -0.00138486
internal_weight=0 719 2402 46 694 667 636 609 579 554 253 301 254 103 47 151 118 49 74 69 2356 41 49 42 232 211 58 153 132 49
internal_count=3121 719 2402 46 694 667 636 609 579 554 253 301 254 103 47 151 118 49 74 69 2356 41 49 42 232 211 58 153 132 49
is_linear=0
shrinkage=0.1


Tree=1114
num_leaves=31
num_cat=0
split_feature=1208 1209 16 16 1208 15 479 43 160 52 13 130 40 15 15 12 46 42 15 133 41 42 133 12 1 2 15 4 96 3
split_gain=0.0026519 0.0142036 0.012405 0.0150378 0.00353678 0.00300738 0.0138114 0.00706989 0.00914687 0.0166421 0.00808643 0.00689879 0.0105615 0.00524984 0.00547246 0.00423634 0.0107769 0.0040941 0.0193157 0.0156148 0.0053644 0.0126817 0.0103025 0.0195177 0.00987467 0.0084482 0.00528548 0.0112243 0.00976446 0.00823437
threshold=0.10233500000000001 -0.097919999999999993 -0.079734999999999986 -0.071359999999999993 1.0000000180025095e-35 0.12044500000000001 0.11327500000000001 -0.11180499999999999 -0.11201999999999999 0.11434500000000002 -0.033284999999999988 -0.22461999999999996 -0.15892999999999999 0.11728000000000001 0.11461000000000002 0.12757000000000002 -0.043074999999999995 -0.16797499999999996 -0.069954999999999989 0.08622500000000001 0.07677500000000001 0.090310000000000015 -0.006494999999999999 0.085325000000000012 0.081670000000000006 0.10731 -0.42198999999999992 0.50644500000000015 0.083725000000000008 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 11 -7 -9 10 -10 -3 -13 14 15 16 -14 18 -18 -20 26 22 -22 -24 -23 -26 29 28 -28 -19
right_child=2 4 3 -5 -6 7 -8 8 9 -11 -12 12 13 -15 -16 -17 17 20 19 -21 21 24 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0026692111344891602 0.0026946580462390559 -0.0015698435608231063 -0.0022121058383380017 0.0016193104209378363 0.0011657806406639374 0.0021000893283350955 -0.0025817821112771831 0.0019990646685030134 0.0017267776866252201 -0.0028540752397384498 -0.00052567220912818377 0.0022974273492582143 0.0021120463303911192 0.0012263781165101511 -0.0014966570623219013 -0.0012127125109867034 0.0010408012991371964 3.2742828175070744e-05 -0.00042535534501075747 -0.0041741310316137968 -0.00036022107320604846 -0.0021610409320731248 0.0042234768616393782 0.00026883943016097568 0.0019431506084012136 -0.00073115647494516995 -4.2001522485211576e-05 0.0019295482527619851 0.0016905719133898278 -0.001486601567012258
leaf_weight=20 20 28 21 20 26 22 21 21 28 20 37 20 24 34 25 29 35 84 25 20 20 21 26 24 21 27 2277 30 33 62
leaf_count=20 20 28 21 20 26 22 21 21 28 20 37 20 24 34 25 29 35 84 25 20 20 21 26 24 21 27 2277 30 33 62
internal_value=0 -1.30147e-05 0.000652871 -0.000343122 4.46023e-06 -5.5578e-06 -2.65946e-05 0.000468756 0.000130177 -0.000331548 0.000444614 -7.86544e-06 7.55062e-06 -8.70693e-06 -2.3796e-05 -1.04452e-05 2.33082e-06 -1.63875e-05 -0.000721106 -0.00209148 5.08958e-06 0.000609649 0.00155797 0.00232525 -0.000352419 0.000438853 -2.87132e-05 7.70848e-06 -1.72505e-05 -0.000612458
internal_weight=0 3060 61 41 3040 3014 2886 128 106 85 65 2865 2837 2817 2783 2758 2729 2705 80 45 2625 139 70 50 69 48 2486 2340 2310 146
internal_count=3121 3060 61 41 3040 3014 2886 128 106 85 65 2865 2837 2817 2783 2758 2729 2705 80 45 2625 139 70 50 69 48 2486 2340 2310 146
is_linear=0
shrinkage=0.1


Tree=1115
num_leaves=31
num_cat=0
split_feature=402 1210 33 120 12 39 15 39 39 3 3 40 4 2 1 2 16 0 2 2 3 3 2 376 3 4 3 49 16 52
split_gain=0.00286956 0.00336738 0.00266893 0.00292271 0.00631373 0.00466385 0.00790423 0.00676807 0.00541094 0.00454468 0.0171879 0.0397452 0.0737707 0.0175891 0.0200709 0.0150295 0.013586 0.0129237 0.0120119 0.0177465 0.0169499 0.0108784 0.0125947 0.0104813 0.0246939 0.0621376 0.0129015 0.00941209 0.00944546 0.00877764
threshold=0.27918000000000004 -0.14310999999999999 -0.012019999999999998 0.093680000000000013 0.22926500000000002 0.11536 -0.088749999999999982 0.10940500000000002 0.10484500000000001 -0.0037349999999999996 0.088060000000000013 -0.0079899999999999988 0.052250000000000012 0.086885000000000004 0.10060500000000001 0.092235000000000025 -0.011989999999999999 -0.09515499999999999 0.10699500000000002 0.11215000000000001 0.11658 0.11658 0.11728500000000001 0.084700000000000011 -0.011549999999999998 0.0016150000000000003 -0.020429999999999997 -0.031119999999999998 -0.4179199999999999 -0.061194999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 8 9 23 11 17 16 14 -12 -15 -13 -11 20 -20 29 -21 -23 24 -4 -26 -25 -24 -29 -17
right_child=-2 2 3 -5 -6 6 -8 -9 -10 10 13 12 -14 15 -16 18 -18 -19 19 21 -22 22 27 26 25 -27 -28 28 -30 -31
leaf_value=-0.001121330059443911 0.00097330721754891169 -0.00097149061538012976 -1.584468065893524e-05 -0.0010674665505066515 0.0017061254094270142 -0.0020309156784386342 0.00045146529016125463 0.0015984117493240372 -0.0015199093451804442 0.00039968313465483097 -0.0035861452076850196 -0.00035312621887507187 0.0078033589358840671 0.0020745974842851099 0.00045010452264581221 -0.0009728269703919069 0.0028642109595239163 -0.002691453476879923 0.0028941464484281217 0.0021574733150191605 0.000791807869861189 -0.0018887536538960904 0.0016645148019051705 -0.00037214149488136173 -0.0061311286297100398 0.00063983196265656849 0.0028242635538585355 -0.0022417637426406143 0.00033706880640238523 -0.0039000516690846001
leaf_weight=27 30 28 2306 25 22 29 23 27 23 38 28 35 21 38 22 20 21 21 24 20 26 38 32 23 23 33 28 20 49 21
leaf_count=27 30 28 2306 25 22 29 23 27 23 38 28 35 21 38 22 20 21 21 24 20 26 38 32 23 23 33 28 20 49 21
internal_value=0 -9.44652e-06 3.51407e-07 9.31438e-06 1.82548e-05 5.8315e-06 -0.000932939 2.24526e-05 7.83027e-06 2.00014e-05 0.000303087 0.0012524 0.00274883 -7.88869e-05 -0.0018102 0.000221687 0.000853375 -0.000700552 -5.99548e-05 0.000359464 -0.00120553 -2.31296e-05 -0.000336885 -3.56068e-05 -6.62317e-05 -0.0021411 0.00138275 0.000246986 -0.000410419 -0.00247214
internal_weight=0 3091 3064 3036 3011 2989 52 2937 2910 2887 474 136 77 338 50 288 56 59 250 183 67 159 139 2413 2362 56 51 101 69 41
internal_count=3121 3091 3064 3036 3011 2989 52 2937 2910 2887 474 136 77 338 50 288 56 59 250 183 67 159 139 2413 2362 56 51 101 69 41
is_linear=0
shrinkage=0.1


Tree=1116
num_leaves=31
num_cat=0
split_feature=1210 1210 15 132 1204 131 42 1210 42 42 42 12 4 3 4 43 50 15 3 52 3 133 403 484 159 15 1212 42 15 52
split_gain=0.00266407 0.00320254 0.00273001 0.013002 0.0182739 0.0107283 0.0177009 0.0139787 0.0193225 0.0306153 0.0217047 0.0151831 0.0133324 0.0323007 0.0145912 0.0106129 0.0105223 0.0104538 0.00950133 0.0117916 0.00860912 0.00805776 0.00638397 0.0297643 0.0386289 0.0159116 0.022936 0.020286 0.0194231 0.0138209
threshold=-0.42132499999999995 -0.14310999999999999 0.09116500000000001 -0.083284999999999984 -1.0000000180025095e-35 0.08956500000000002 0.096035000000000023 -0.0049999999999999984 0.090395000000000017 0.089015000000000025 0.091735000000000025 0.09857500000000001 -0.077679999999999985 -0.077774999999999983 -0.07168999999999999 -0.090299999999999991 0.090515000000000012 0.090455000000000021 -0.059315 0.061605000000000007 -0.079594999999999985 -0.54084999999999994 -0.011089999999999997 -0.081614999999999979 -0.023324999999999995 0.084510000000000016 -0.121045 0.088465000000000002 0.082685000000000022 0.10611000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 17 -4 -5 7 -7 -6 9 11 -10 15 20 -14 16 -9 -15 21 19 -17 -12 -3 23 -23 -25 28 -27 -28 -24 -26
right_child=1 2 3 4 5 6 -8 8 10 -11 12 -13 13 14 -16 18 -18 -19 -20 -21 -22 22 25 24 29 26 27 -29 -30 -31
leaf_value=0.0010281493831425905 -0.0010196057322900743 0.0018457204693771456 0.0021328207703349604 -0.0028783269834821113 0.0027326150176425774 -0.0024708000756800178 0.0011490385172444142 -0.00099901262590373387 -0.003263385460013524 0.004396212271176805 -0.0029213998826559296 -0.0012507579033569384 0.0036296417784447282 -0.0033361776044503566 0.00071003682262796384 0.0037302361801266671 -0.00013121380936354399 -0.0018363183022302111 0.00033475493227819072 0.00085320152990919133 -0.00023356951132882389 -0.0038653418807687401 5.4499913011676922e-06 0.0037278260468156079 -0.00023550946416920528 -0.0014547088226648951 0.0010440559805179614 0.0045015453791711476 -0.0024801047518849375 -0.0023589071874139892
leaf_weight=25 31 23 33 20 24 35 22 21 24 23 22 38 26 21 56 29 20 32 42 28 26 23 1794 24 431 31 112 20 32 33
leaf_count=25 31 23 33 20 24 35 22 21 24 23 22 38 26 21 56 29 20 32 42 28 26 23 1794 24 431 31 112 20 32 33
internal_value=0 -8.30225e-06 1.92627e-06 0.000213167 8.03605e-05 0.000209844 -0.00107367 0.000392744 0.000243391 0.000987464 -0.000447262 0.000491254 -5.20167e-05 0.000499583 -0.000339401 0.00104289 -0.00177278 -4.02392e-05 0.00147602 0.00231696 -0.00146549 -1.74589e-05 -3.46002e-05 -0.00034987 -0.000184182 4.63968e-05 0.000993063 0.00156792 -3.81085e-05 -0.000386527
internal_weight=0 3096 3065 510 477 457 57 400 376 181 195 158 171 123 97 120 41 2555 99 57 48 2523 2500 511 488 1989 163 132 1826 464
internal_count=3121 3096 3065 510 477 457 57 400 376 181 195 158 171 123 97 120 41 2555 99 57 48 2523 2500 511 488 1989 163 132 1826 464
is_linear=0
shrinkage=0.1


Tree=1117
num_leaves=31
num_cat=0
split_feature=1205 402 403 403 3 43 1208 403 403 403 402 1212 12 133 2 3 42 0 2 128 128 1200 1203 131 400 400 12 1203 130 52
split_gain=0.00266944 0.00339558 0.00772216 0.00920987 0.0120342 0.00906511 0.0067289 0.00488757 0.0233051 0.0126269 0.00723446 0.00438475 0.0174719 0.01972 0.014013 0.0267925 0.0128481 0.0081331 0.00397244 0.00383008 0.00844412 0.00513879 0.00625593 0.00628498 0.0141406 0.00505102 0.0211116 0.0205823 0.00610265 0.00472985
threshold=0.09993500000000001 -0.16927999999999996 -0.072624999999999981 -0.43370499999999995 -0.073309999999999986 0.05259500000000001 0.098655000000000007 -0.5335399999999999 -0.55276999999999987 -0.52445499999999989 -0.09849999999999999 -0.040879999999999993 0.08598500000000002 -0.069129999999999983 0.08734500000000002 -0.078934999999999991 0.085465000000000013 -0.084509999999999988 0.090425000000000019 0.11876500000000001 0.10828500000000001 0.090100000000000013 0.089165000000000008 -0.076979999999999979 0.11741500000000001 -0.082934999999999995 0.089300000000000004 0.085070000000000021 0.0032450000000000001 0.016565000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 18 -5 -4 7 8 -3 -9 -11 12 13 -12 16 -16 -14 -18 -1 20 21 22 23 -13 25 26 28 29 -25 -27
right_child=-2 6 5 4 -6 -7 -8 9 -10 10 11 19 14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.00079103509218569987 -0.0011236586829736119 -0.00074588943230496224 0.00092831279162783179 0.0032166730274911974 4.9894750991370525e-05 -0.0016500093058372538 -0.0013382484551249562 -0.0024599420727186259 0.0034559404646808452 -0.0018939525214955212 0.00016356427416515848 0.0015591191574931146 -0.0026215976180412391 0.0045511045766761533 0.0040260833734646435 -0.00063963150241761477 -0.0012830319112981669 0.0015688267850782721 0.0010683984553907066 0.0010544468891484113 -0.0018228261642014749 -0.0016084036888787522 0.001257635599288803 0.00045968542603077363 -0.0026826997242460496 8.661273282592679e-05 0.0032558396196691319 -0.0032342790201073516 -0.001679703835397959 -0.00021221607868699753
leaf_weight=27 21 33 25 30 20 30 38 21 22 20 21 25 29 20 20 32 20 20 20 33 26 20 39 40 20 1591 24 20 20 794
leaf_count=27 21 33 25 30 20 30 38 21 22 20 21 25 29 20 20 32 20 20 20 33 26 20 39 40 20 1591 24 20 20 794
internal_value=0 7.61189e-06 0.000468524 0.00100524 0.00194996 -0.000478045 -1.61529e-05 1.11156e-06 0.000934843 -1.68763e-05 1.22692e-06 1.46966e-05 0.000519753 0.00230383 -8.47684e-05 0.00115487 -0.00101899 0.000142897 2.13226e-07 -1.61553e-05 -2.96451e-05 -1.16649e-05 7.4659e-07 -1.85978e-05 -3.43184e-05 -1.30377e-05 0.000749208 -3.96608e-05 -0.000253444 -1.28716e-05
internal_weight=0 3100 152 97 50 55 2948 2910 55 2855 2834 2814 162 41 121 52 69 40 47 2652 2619 2593 2573 2534 2509 2489 84 2405 60 2385
internal_count=3121 3100 152 97 50 55 2948 2910 55 2855 2834 2814 162 41 121 52 69 40 47 2652 2619 2593 2573 2534 2509 2489 84 2405 60 2385
is_linear=0
shrinkage=0.1


Tree=1118
num_leaves=31
num_cat=0
split_feature=1208 1209 2 131 1203 131 0 12 131 3 131 0 131 1 3 3 481 132 16 132 15 50 50 49 1456 13 12 133 1456 1428
split_gain=0.00264022 0.0135034 0.0133419 0.00279597 0.00528963 0.00325368 0.0073912 0.0109911 0.00699076 0.0124845 0.00698773 0.0175298 0.0152901 0.0322386 0.0110814 0.0123009 0.0109069 0.00694008 0.0115665 0.0135653 0.00672143 0.00620389 0.0229515 0.0107557 0.00690206 0.0177754 0.0230073 0.0139746 0.00757957 0.00711757
threshold=0.10233500000000001 -0.097919999999999993 0.088745000000000004 0.13857500000000003 -0.093454999999999996 0.10954500000000002 -0.06563999999999999 0.096075000000000008 0.096290000000000014 -0.078084999999999988 0.090690000000000007 -0.066089999999999996 0.089415000000000008 0.093700000000000019 -0.083154999999999993 -0.078084999999999988 -0.24133999999999997 0.090050000000000005 0.0065250000000000004 0.093030000000000015 -0.069954999999999989 -0.24386999999999998 -0.099524999999999988 0.11475 0.088910000000000017 -0.085744999999999988 0.08401500000000002 0.09112000000000002 0.087500000000000008 -0.020064999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 8 7 -7 10 -10 12 14 16 -14 -12 -16 -6 21 19 -19 -11 23 -23 -18 28 -26 -27 -28 29 -24
right_child=2 3 -4 -5 5 6 -8 -9 9 20 11 -13 13 -15 15 -17 17 18 -20 -21 -22 22 24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0026028812018921601 0.0023673264713859402 0.0016329435931402257 -0.00062323313846718526 -0.0011458241314228092 0.0020066883188620626 0.00072392422024317648 0.0021113394395164821 -0.001499076761926214 -0.0020470430441808119 -0.00083014387458276286 0.0035026567866138763 -0.0016025606883213975 -0.0045793667726684367 0.00083430216076191179 -0.00073302480665949623 0.0022091144346632063 -0.0021614901310599904 -0.0037481585146105362 0.00060723393039284826 -0.00058122186700960532 0.0015448002930497752 0.0030572103707090723 -0.0014282134855448298 0.00051190862777056518 -0.0032399986890833017 0.0020998784872548032 4.6086258329783704e-05 -0.0033664689587783962 0.001938298250371147 5.1092762935278137e-05
leaf_weight=20 26 20 35 21 27 86 23 30 46 26 21 23 22 22 27 30 34 21 34 38 22 25 33 27 23 30 28 21 21 2259
leaf_count=20 26 20 35 21 27 86 23 30 46 26 21 23 22 22 27 30 34 21 34 38 22 25 33 27 23 30 28 21 21 2259
internal_value=0 -1.29861e-05 0.000651432 4.05273e-06 1.20512e-05 1.24166e-06 0.000473712 0.00014901 -2.17211e-05 -0.00086981 7.10046e-06 0.000823551 -2.38419e-05 -0.00187253 0.00153894 0.00081547 7.19291e-06 -1.36191e-05 -0.000861847 -0.00170844 0.000258372 1.79224e-05 4.2825e-05 -0.000978182 1.16202e-05 -0.000793422 -8.11276e-05 -0.00141644 4.71214e-05 2.97939e-05
internal_weight=0 3060 61 3040 3019 2999 139 116 2860 94 2766 101 2665 44 78 57 2621 2594 93 59 48 2501 2440 61 2415 102 79 49 2313 2292
internal_count=3121 3060 61 3040 3019 2999 139 116 2860 94 2766 101 2665 44 78 57 2621 2594 93 59 48 2501 2440 61 2415 102 79 49 2313 2292
is_linear=0
shrinkage=0.1


Tree=1119
num_leaves=31
num_cat=0
split_feature=160 160 484 1212 1455 52 1447 1456 1447 481 159 0 1 0 4 13 159 2 15 159 15 52 1 40 121 33 39 1447 483 483
split_gain=0.00262808 0.0127622 0.00985872 0.011617 0.0157288 0.0126149 0.00704155 0.0285673 0.0241527 0.00746704 0.00637276 0.0151319 0.018464 0.0275648 0.011782 0.0248723 0.0104104 0.0099144 0.0123377 0.00980219 0.00661884 0.00619219 0.0215672 0.0060424 0.00917199 0.00715733 0.00705164 0.00536077 0.010649 0.00732446
threshold=-0.089549999999999991 -0.087874999999999995 -0.084519999999999984 0.087685000000000013 -0.092919999999999989 -0.070154999999999981 -0.085684999999999997 0.086985000000000021 -0.084149999999999989 -0.086219999999999977 -0.092414999999999983 -0.082974999999999979 0.081670000000000006 -0.057069999999999989 -0.010024999999999997 -0.085384999999999975 -0.10909999999999999 0.092235000000000025 -0.088749999999999982 -0.17320999999999998 -0.089549999999999991 0.51307000000000014 0.096575000000000008 -0.24452499999999996 -0.078059999999999977 -0.012019999999999998 -0.020804999999999994 -0.082659999999999997 -0.47356499999999996 -0.03601999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 7 9 -8 -3 16 14 -13 -14 15 -12 19 18 -16 -7 -19 23 -23 -10 -25 -26 -27 -28 -29 -30
right_child=1 6 3 -5 5 10 8 -9 21 -11 11 12 13 -15 17 -17 -18 20 -20 -21 -22 22 -24 24 25 26 27 28 29 -31
leaf_value=0.0020687902225526396 -0.0022445403702127244 -0.0015956485166195005 0.002704545074569372 -0.0021396957274357029 0.0024631723550902237 0.00043758365671527452 -0.0035054866847349336 0.0041516481502185346 -0.0017274658731184899 0.0010206055350136013 -0.00075465851419028785 -0.0032670812579012956 -0.0023415499821897935 0.0018466722437491022 -0.0024345398859374904 0.0041123594733930768 0.0021889978797324668 0.0020760548523288559 0.00039265752962694086 -0.0019151086032035806 -0.00040595890244557751 -0.0034737076510542204 0.0011147269094362855 0.0017555591929703952 -0.0017992480319331994 -0.0015372028909543336 0.0016223048414325432 -0.002123738761039694 0.00078641199481001344 -3.4898807860609548e-06
leaf_weight=27 26 24 24 22 21 113 20 20 20 20 21 33 33 30 33 21 28 22 29 21 21 21 20 30 22 29 21 23 124 2202
leaf_count=27 26 24 24 22 21 113 20 20 20 20 21 33 33 30 33 21 28 22 29 21 21 21 20 30 22 29 21 23 124 2202
internal_value=0 -4.00319e-05 0.000210348 0.000104039 0.000213733 7.34052e-05 -1.79529e-05 0.00101796 -4.41371e-05 -0.000406442 -5.05087e-05 -0.000374394 -0.00135088 -0.000347158 0.000263313 0.00167885 0.000435319 -0.000302902 -0.00111214 6.88782e-05 0.000863909 -1.65786e-05 -0.00123545 3.64545e-06 1.77712e-05 -3.76273e-06 1.27027e-05 3.16678e-05 1.74476e-05 3.86201e-05
internal_weight=0 2622 499 472 450 426 2596 64 2532 44 405 243 96 63 147 42 162 105 62 134 43 2512 41 2471 2451 2421 2399 2370 2349 2326
internal_count=3121 2622 499 472 450 426 2596 64 2532 44 405 243 96 63 147 42 162 105 62 134 43 2512 41 2471 2451 2421 2399 2370 2349 2326
is_linear=0
shrinkage=0.1


Tree=1120
num_leaves=31
num_cat=0
split_feature=1 1 2 1455 159 0 1208 1208 52 159 12 52 480 403 42 133 1429 157 4 151 15 483 52 1456 51 401 4 3 42 1212
split_gain=0.00273499 0.0322609 0.0131864 0.0124203 0.0110514 0.011336 0.0109436 0.0137998 0.00906822 0.0138319 0.015289 0.0105056 0.00828508 0.019043 0.0150928 0.0216356 0.00945082 0.0157311 0.0428434 0.0226673 0.00932608 0.00886373 0.0192395 0.0116446 0.0171774 0.013804 0.0131876 0.0111066 0.0174076 0.0108233
threshold=0.081315000000000012 0.079415000000000013 0.081135000000000013 0.10994000000000001 0.13642500000000002 -0.26609999999999995 0.10837500000000001 0.098500000000000018 0.4002400000000001 -0.45371999999999996 0.092755000000000018 0.31359500000000001 0.086995000000000017 -0.5335399999999999 0.091205000000000008 0.087495000000000003 -0.060529999999999994 -0.087424999999999989 -0.0094449999999999968 -0.46784999999999993 -0.079929999999999987 -0.086029999999999981 -0.075329999999999994 -0.0083149999999999977 0.10501000000000001 0.11370000000000001 -0.064804999999999988 -0.087429999999999994 0.087550000000000017 0.11006000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 8 11 -10 -11 12 13 -4 15 -14 20 18 -18 -19 -15 22 -21 27 25 29 -27 -23 -29 -25
right_child=3 -3 6 -5 -6 -7 -8 -9 9 10 -12 -13 14 16 -16 -17 17 19 -20 21 -22 23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0018866355276467015 -0.0023572397323071283 0.0037265526225382928 0.0025965596168922881 0.0021080350251868368 -0.0023642949643544854 -6.9087700655327171e-05 0.0021512511014007032 -0.0025675617982051334 -0.0001360610081646286 0.0041759605042725094 0.00079770178118771006 -0.0022687364812009037 -0.00038179087730693734 0.0030887680698651822 0.00089921318131553772 -0.0040996871575771365 0.0013862182802404279 0.0031748059651126033 -0.005080879457472336 -0.00010249523530629547 3.4904942149296408e-05 0.00064361813816834589 0.0030806504246168611 -3.4423890521455783e-05 0.0025570913665713029 -0.0033531159346845622 -0.00015863542129019543 -0.0035802746199131495 6.9928483147426352e-06 0.0015538719808682799
leaf_weight=35 22 24 30 25 22 1367 25 20 61 21 37 20 45 20 34 24 20 23 21 55 20 22 29 921 26 24 28 31 24 45
leaf_count=35 22 24 30 25 22 1367 25 20 61 21 37 20 45 20 34 24 20 23 21 55 20 22 29 921 26 24 28 31 24 45
internal_value=0 8.64189e-05 3.38221e-05 -0.000101404 -0.00014055 -0.000105329 7.51604e-05 4.27417e-05 7.57626e-05 0.000915214 0.00202086 7.43522e-06 3.90049e-05 0.000105485 -0.000825241 -0.00167497 4.83942e-05 6.89212e-07 -0.0019262 6.50234e-05 0.00156184 5.66654e-06 0.000996448 -6.85758e-05 1.89537e-05 -4.58711e-05 -0.00163301 -0.00125534 -0.00201492 3.9565e-05
internal_weight=0 1685 1661 1436 1411 1389 1626 1601 1581 119 58 1462 1442 1339 103 69 1309 1269 41 1228 40 1205 84 1121 1044 1018 52 77 55 966
internal_count=3121 1685 1661 1436 1411 1389 1626 1601 1581 119 58 1462 1442 1339 103 69 1309 1269 41 1228 40 1205 84 1121 1044 1018 52 77 55 966
is_linear=0
shrinkage=0.1


Tree=1121
num_leaves=31
num_cat=0
split_feature=402 1210 3 16 1209 15 2 52 16 1210 1210 1210 3 3 3 13 3 1429 151 3 1446 1455 49 52 43 158 0 482 52 52
split_gain=0.00280805 0.00328127 0.0246288 0.0190374 0.00334586 0.0124729 0.017287 0.0161451 0.0101091 0.0057292 0.00394566 0.00392697 0.00319319 0.0204703 0.0200281 0.0256928 0.0204387 0.0103349 0.0227806 0.0214941 0.0139877 0.00878492 0.00706054 0.00819167 0.0193185 0.0170271 0.0140629 0.00809167 0.0114642 0.0163194
threshold=0.27918000000000004 -0.08453999999999999 -0.082404999999999992 -0.080954999999999985 0.087170000000000011 0.085935000000000025 0.084755000000000011 0.098380000000000009 -0.082039999999999988 -0.079504999999999978 -0.05860499999999999 -0.0091799999999999989 -0.086274999999999977 -0.086554999999999979 -0.085384999999999975 -0.084419999999999981 -0.085854999999999987 0.083715000000000026 -0.41619999999999996 -0.087429999999999994 0.088500000000000009 -1.0000000180025095e-35 0.096415000000000015 0.10611000000000001 -0.10131 0.098790000000000003 0.16094000000000003 0.081345000000000015 -0.56022499999999986 -0.5425549999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 8 -7 -8 -6 -3 -11 -12 13 17 15 -14 -17 18 -13 -19 21 -20 23 26 -25 -26 27 28 -23 -30
right_child=-2 4 -4 -5 5 6 7 -9 -10 10 11 12 14 -15 -16 16 -18 19 20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0032218198876216779 0.00096281765089467326 -0.0015516161617900558 -0.0025869712492042002 -0.00091746126487851154 -0.0024245671415701509 -0.00089532955951819376 0.004296911059160872 0.00050016461173072455 0.00064949359410725863 0.0010870312566332745 -0.0011321093769736527 0.0034517352273854031 -0.0041451108176261192 0.0029828500065486878 -7.4928305098762159e-06 0.0018411980096615203 -0.0024222215562159279 -9.294902791023358e-05 -0.0019372529223222624 -0.0037289613084534982 0.0026489984088887771 -0.0018093961628218151 -0.0011275934013114735 0.0016385822576315452 -0.0039370437881544882 -4.5684547248211771e-05 0.0026807148145356527 0.0020793805824889044 0.0028368055233326944 0.00010341474519956569
leaf_weight=20 30 24 36 25 20 22 24 21 23 33 31 21 27 25 1916 23 22 72 22 21 21 29 44 21 23 22 24 22 23 434
leaf_count=20 30 24 36 25 20 22 24 21 23 33 31 21 27 25 1916 23 22 72 22 21 21 29 44 21 23 22 24 22 23 434
internal_value=0 -9.34473e-06 -0.000637421 0.000922219 7.55699e-06 0.000548901 0.00140197 0.0025251 -0.000780302 -1.29767e-05 -1.36907e-07 -1.27562e-05 -4.1621e-07 0.000165103 -6.90219e-05 -0.00170638 -0.00024314 7.69386e-05 0.000207471 -0.000913984 0.000108012 2.76492e-05 9.49823e-05 0.000184938 -0.000865861 -0.0020346 0.0003153 0.000203548 0.000118634 0.000240981
internal_weight=0 3091 81 45 3010 110 67 45 43 2900 2876 2843 2812 824 1988 72 45 799 706 93 685 664 642 598 66 45 532 508 486 457
internal_count=3121 3091 81 45 3010 110 67 45 43 2900 2876 2843 2812 824 1988 72 45 799 706 93 685 664 642 598 66 45 532 508 486 457
is_linear=0
shrinkage=0.1


Tree=1122
num_leaves=31
num_cat=0
split_feature=484 1451 1451 160 1420 157 155 1429 157 1428 1429 1429 160 157 16 4 133 43 157 16 156 156 481 481 480 3 1447 1447 403 133
split_gain=0.00252339 0.00430981 0.00628629 0.00471651 0.00381862 0.00641967 0.00368218 0.00917648 0.0105733 0.00648711 0.00466551 0.0103172 0.00657975 0.00432836 0.0410029 0.0607922 0.0337305 0.0160462 0.00980026 0.0197891 0.00984807 0.00443209 0.00400438 0.00534141 0.00552572 0.0154753 0.015144 0.0121209 0.0106221 0.0204754
threshold=-0.52850499999999989 0.091400000000000009 0.083235000000000017 -0.57146499999999989 0.056520000000000008 0.63397500000000007 0.11562500000000002 -0.078659999999999994 0.019925000000000002 -0.018864999999999996 -0.081904999999999992 -1.0000000180025095e-35 -0.030779999999999998 -0.086244999999999988 -0.0092699999999999987 -0.016959999999999999 0.085760000000000017 -0.08231999999999999 -0.082294999999999993 -0.008069999999999999 0.085915000000000005 0.11715000000000002 -0.15265499999999996 -0.087644999999999987 0.086995000000000017 -0.079864999999999978 -0.085949999999999985 -0.085684999999999997 -0.54856499999999986 0.40945500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 9 -8 -9 -5 12 -12 -11 14 16 -16 17 -13 19 -15 -21 22 -20 -24 27 26 -26 -25 29 -29
right_child=1 -3 -4 4 -6 -7 7 8 -10 10 11 13 -14 18 15 -17 -18 -19 21 20 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.001119648106978275 0.0015389993297867477 0.0013420834914237882 -0.0017703115614131093 0.0014512812651153054 -0.0013455160910130614 0.0017932983301579952 0.00098315663337762943 -0.003262211917608511 -0.00017741936934180557 0.0002070176205597818 0.0017435669347726031 -0.0027656408243770291 -0.0023580844176467508 0.0037592641787514802 -0.00017226573136458931 -0.006908659293826315 0.0034051548112984165 0.000644719331034434 -0.0012346076641093803 0.0016056023931014353 -0.0014604090449707159 0.0012200054078330769 0.0013161246164236219 0.0019736585895448262 1.6598655265229554e-05 0.0002328548754312466 -0.0033474588475655765 -0.0039140566857531669 1.2248226563652051e-05 0.0004608792521100006
leaf_weight=20 20 24 20 31 21 20 21 20 25 20 34 22 20 21 37 21 32 37 27 20 22 29 30 31 23 81 32 20 2317 23
leaf_count=20 20 24 20 31 21 20 21 20 25 20 34 22 20 21 37 21 32 37 27 20 22 29 30 31 23 81 32 20 2317 23
internal_value=0 7.22121e-06 -3.19046e-06 8.37069e-06 -1.70918e-06 7.64756e-06 -4.27267e-06 -0.000742931 -0.00154844 1.2366e-05 -3.02077e-06 1.19847e-05 -0.00107553 -8.85563e-06 -0.000533424 -0.0026113 0.000790939 -0.00062694 2.03524e-05 0.00125282 -4.03598e-07 -9.36262e-06 -2.31597e-05 -1.03677e-05 -2.61156e-05 -0.000646145 -0.00194067 9.15167e-06 -1.66533e-05 -0.00157397
internal_weight=0 3101 3077 3057 3037 3016 2996 66 45 2930 2899 2859 40 2825 149 58 91 59 2676 63 42 2613 2584 2557 2527 136 55 2391 2360 43
internal_count=3121 3101 3077 3057 3037 3016 2996 66 45 2930 2899 2859 40 2825 149 58 91 59 2676 63 42 2613 2584 2557 2527 136 55 2391 2360 43
is_linear=0
shrinkage=0.1


Tree=1123
num_leaves=31
num_cat=0
split_feature=1210 1209 1210 1 1 3 1 0 1455 480 0 1 43 43 43 0 456 4 132 1211 0 43 43 1 11 11 12 12 12 47
split_gain=0.00300333 0.00263919 0.00397785 0.00292917 0.0265657 0.0126933 0.0126034 0.0157116 0.0100451 0.00959516 0.00893407 0.00900321 0.00746024 0.0546446 0.00986235 0.00933483 0.00696961 0.00671504 0.00683574 0.030553 0.00698668 0.00789349 0.0103015 0.0107729 0.0120464 0.0190275 0.0154126 0.0276827 0.0131114 0.0132864
threshold=-0.42132499999999995 -0.093169999999999989 -0.14310999999999999 0.081315000000000012 0.079415000000000013 0.10732000000000001 0.077565000000000009 -0.14920999999999998 0.10994000000000001 -0.088394999999999987 -0.26609999999999995 0.083135000000000014 0.062770000000000006 0.08845500000000002 0.054355000000000007 -0.073309999999999986 -0.072899999999999979 -0.51843499999999987 -0.083284999999999984 0.090815000000000021 0.12445000000000002 -0.014584999999999999 -0.0047449999999999992 0.14754500000000001 0.097680000000000017 0.088065000000000018 0.088615000000000013 0.095175000000000023 -0.010834999999999999 0.096770000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 10 -9 -5 -12 14 -14 16 -15 -13 -18 -19 20 21 -20 -23 24 25 26 28 -28 -24 -30
right_child=1 2 3 8 -6 -7 -8 9 -10 -11 11 12 13 15 -16 -17 17 18 19 -21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0010916546918451786 0.0011084285742115408 -0.0012029213240436678 0.0028896745783276857 -0.0021455719495530835 0.0034603833762483433 -0.0024048479508131833 -0.002204274253260034 0.0020959515842032092 0.0018760474431328477 3.8045654733798027e-05 -0.0020340751749851433 0.001644225386553444 -0.0054721210711813047 0.00076714387216472669 0.0020048987896492082 -0.0011381672312563752 0.0015116934077573556 0.0015561678543842088 -0.00027851189879837644 -0.0038392421509012239 -0.0014259933657642153 0.001807142991456203 -0.0014909638032221642 0.0022883932317861104 -0.0022067152368633646 0.0028177519228775056 -0.0044323326576323737 0.00027002012366504077 0.00021486063606355476 0.0023507276334743385
leaf_weight=25 21 28 20 22 23 21 24 23 25 1519 24 24 21 72 24 40 26 24 574 22 37 40 39 22 23 25 21 31 248 33
leaf_count=25 21 28 20 22 23 21 24 23 25 1519 24 24 21 72 24 40 26 24 574 22 37 40 39 22 23 25 21 31 248 33
internal_value=0 -8.81504e-06 -1.6445e-05 -5.54203e-06 8.58749e-05 3.75777e-05 6.99175e-05 0.00010486 -0.000110701 6.87407e-05 -0.000146382 -0.000114278 -8.00472e-05 -0.000791029 -2.09123e-06 8.66756e-05 -4.26024e-05 -7.73525e-05 -0.000113626 -0.000149567 -7.53013e-05 -2.7976e-05 0.00027038 0.000131307 1.83163e-05 0.000147222 -3.22487e-05 -0.00162901 0.000227225 0.000465692
internal_weight=0 3096 3075 3047 1630 1607 1586 1562 1417 1542 1392 1370 1346 133 1213 112 1189 1165 1139 1115 1093 1056 482 442 420 397 372 52 320 281
internal_count=3121 3096 3075 3047 1630 1607 1586 1562 1417 1542 1392 1370 1346 133 1213 112 1189 1165 1139 1115 1093 1056 482 442 420 397 372 52 320 281
is_linear=0
shrinkage=0.1


Tree=1124
num_leaves=31
num_cat=0
split_feature=402 402 132 1203 1201 130 159 0 2 130 3 130 130 130 400 13 1204 1204 403 15 148 148 48 1 448 1375 457 457 0 3
split_gain=0.00249639 0.00312079 0.00257753 0.00418815 0.00346937 0.00372128 0.00813787 0.009133 0.0093508 0.00683958 0.0152635 0.00917122 0.00611475 0.00984104 0.00639947 0.0229704 0.0127727 0.016822 0.00927394 0.00907237 0.00461074 0.00906006 0.00828793 0.0139142 0.0064894 0.00560716 0.012989 0.01137 0.00509035 0.00574426
threshold=0.27918000000000004 0.13924000000000003 -0.43443999999999999 -1.0000000180025095e-35 -0.081779999999999978 0.10367000000000003 0.082105000000000025 -0.074229999999999977 0.090310000000000015 0.096010000000000012 -0.091054999999999983 0.09290000000000001 0.090185000000000015 0.087820000000000023 -0.082934999999999995 -0.011289999999999998 -0.081919999999999979 -0.085949999999999985 -0.084674999999999986 0.084655000000000022 -0.079549999999999996 -0.068554999999999991 -0.072824999999999987 0.093205000000000024 -1.0000000180025095e-35 -0.23256999999999997 0.097575000000000009 0.086800000000000016 -0.24955499999999997 -0.086274999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 9 7 8 -7 11 -11 12 13 14 15 -6 17 -16 19 -17 22 -22 23 -18 -23 -26 27 28 -27 -30
right_child=-2 -3 3 4 5 6 -8 -9 -10 10 -12 -13 -14 -15 16 18 20 -19 -20 -21 21 24 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.00081802239931939294 0.00090781608443649033 -0.001099777101010729 0.0012744394010251901 0.001197271227526168 0.003826414023060352 -0.00034164087536856132 0.0012202973780222237 0.00027954297027353087 -0.0030416376037715842 -0.0010470416862517595 0.0022471409437294382 -0.0019999229759180351 0.0014496739568381474 -0.0019463399031127875 0.00020595793640019284 0.00053596353856846693 -7.8344250701971966e-05 -0.0038463825010694565 0.0017803150863619521 -0.002216027777277581 0.0018915255983861592 -0.0013569875093012611 0.00057598178075360406 -0.0030639748002781915 0.0012235763626029859 0.0014676138552507231 -0.0019258557818830015 0.0020458531109267953 0.000265740428554799 -9.0760880383670389e-05
leaf_weight=38 30 26 26 24 20 23 20 33 29 22 39 23 29 26 21 25 37 20 20 23 26 34 35 27 39 24 34 28 615 1705
leaf_count=38 30 26 26 24 20 23 20 33 29 22 39 23 29 26 21 25 37 20 20 23 26 34 35 27 39 24 34 28 615 1705
internal_value=0 -8.81089e-06 4.43633e-07 1.07184e-05 -2.30203e-07 -9.88423e-06 -0.000594613 -0.00102165 -0.00184741 1.14934e-05 0.00105908 -1.12396e-05 5.16631e-06 -1.0017e-05 8.40394e-06 0.00084733 -1.95074e-05 -0.00177079 -2.88713e-05 -0.000782699 8.06661e-06 3.45198e-05 -0.00066128 -0.00133791 1.50434e-05 3.41227e-05 1.48423e-05 4.26601e-05 1.87311e-05 3.7427e-06
internal_weight=0 3091 3065 3027 3001 2977 105 85 52 2872 61 2811 2788 2759 2733 88 2645 41 68 48 2604 2505 99 64 2479 2445 2406 2372 2344 2320
internal_count=3121 3091 3065 3027 3001 2977 105 85 52 2872 61 2811 2788 2759 2733 88 2645 41 68 48 2604 2505 99 64 2479 2445 2406 2372 2344 2320
is_linear=0
shrinkage=0.1


Tree=1125
num_leaves=31
num_cat=0
split_feature=375 1132 10 130 42 1205 47 15 1 16 9 131 1 0 2 402 1209 1208 402 1203 14 14 16 16 1 402 1186 393 130 403
split_gain=0.00242152 0.0030877 0.00317762 0.00916145 0.0114219 0.0091193 0.00675363 0.00573909 0.00517384 0.0268778 0.00540996 0.00444417 0.00384696 0.0141329 0.016976 0.0092206 0.0118733 0.0092004 0.0253464 0.00839308 0.00798056 0.0138481 0.0100683 0.0376931 0.0131337 0.00933155 0.00828571 0.0174264 0.00938029 0.00830489
threshold=0.089550000000000018 0.084470000000000003 -0.38124499999999995 -0.22562499999999999 0.15432000000000004 0.09993500000000001 0.13827000000000003 -0.090644999999999989 0.14754500000000001 -0.11118499999999999 0.099965000000000012 0.13857500000000003 0.080270000000000022 -0.15350499999999997 0.081135000000000013 0.2506000000000001 -0.084519999999999984 0.10233500000000001 0.12933500000000003 -1.0000000180025095e-35 0.081185000000000021 0.096015000000000017 -0.16927999999999996 -0.29154999999999992 0.083135000000000014 0.095250000000000015 0.060550000000000007 0.094880000000000006 -0.0024349999999999992 0.048950000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 6 8 -1 10 -10 11 12 13 -5 -15 16 -16 18 20 -18 22 -22 23 -14 -24 26 27 28 -26 -30
right_child=-2 -3 3 4 -6 -7 -8 -9 9 -11 -12 -13 17 14 15 -17 19 -19 -20 -21 21 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.002027724676078097 -0.0010968133504502477 0.0011875589822672985 -0.0020013988395120304 0.0024852903909049931 0.002383822770789266 -0.0021420927112922074 -0.0014222155988990739 -0.00033922345377504829 0.0038000544835813349 -0.0011636094267790517 -0.0014359730978657564 -0.0014724436578399036 -0.00025639729684148477 -0.0023082226992520538 -0.0017710111340310314 0.0022149704346832422 0.0021317498581040475 0.0019193097568032417 -0.0035076950846070591 0.00011833480140328772 0.0031068450782359355 -0.00031707506212923264 -0.0024569020052218719 -0.0041602166084755612 -0.002093750921388467 0.0018698808409421223 -0.0019008001418445598 0.0029097113495005207 -5.318127925540448e-06 0.0020096515392651784
leaf_weight=21 20 22 23 25 20 20 33 20 20 24 26 20 212 29 33 21 21 22 22 1469 21 27 21 28 21 28 22 21 788 21
leaf_count=21 20 22 23 25 20 20 33 20 20 24 26 20 212 29 33 21 21 22 22 1469 21 27 21 28 21 28 22 21 788 21
internal_value=0 7.07393e-06 -1.36084e-06 -1.31625e-05 2.00477e-06 -1.39005e-05 4.06653e-07 0.000873116 1.6364e-05 0.0010926 2.36181e-08 1.30236e-05 2.34406e-05 0.000126324 8.88322e-05 0.000133855 0.000105159 -0.000107666 -0.000143862 0.000146712 -8.27011e-05 0.00118089 -0.000134898 -0.000711843 1.52834e-05 7.29037e-05 1.52687e-05 6.48028e-05 -7.17683e-06 4.69864e-05
internal_weight=0 3101 3079 3038 3015 2995 2975 41 2942 44 2898 2872 2852 1598 1573 1544 1523 1254 1232 1490 1210 48 1162 240 922 901 873 851 830 809
internal_count=3121 3101 3079 3038 3015 2995 2975 41 2942 44 2898 2872 2852 1598 1573 1544 1523 1254 1232 1490 1210 48 1162 240 922 901 873 851 830 809
is_linear=0
shrinkage=0.1


Tree=1126
num_leaves=31
num_cat=0
split_feature=130 39 47 47 47 15 0 1 43 1 15 47 47 4 47 0 1420 1424 12 133 46 132 43 3 3 1209 0 1209 13 13
split_gain=0.00288502 0.00663738 0.00274479 0.0112053 0.00943635 0.0115033 0.00500068 0.00835047 0.013728 0.00581147 0.00452919 0.00385117 0.0167145 0.0232053 0.0131355 0.0073047 0.0063815 0.00966614 0.00634807 0.0109987 0.00887326 0.00643873 0.0127657 0.00623348 0.0379901 0.015742 0.010104 0.00892315 0.00822045 0.0222008
threshold=-0.23123999999999997 0.15619500000000003 0.10397500000000001 0.10254000000000001 0.10783500000000001 -0.048699999999999993 -0.064339999999999994 0.11061500000000002 -0.076834999999999987 0.12337000000000002 -0.072289999999999979 0.092165000000000011 0.096300000000000011 0.057560000000000007 0.088915000000000008 -0.26343999999999995 1.0000000180025095e-35 1.0000000180025095e-35 0.12757000000000002 0.017095000000000003 -0.043074999999999995 -0.43443999999999999 0.41889000000000004 -0.081054999999999974 -0.080884999999999985 -0.093169999999999989 0.10455500000000001 -0.067109999999999989 -0.091559999999999989 -0.093219999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -4 6 7 8 -6 10 -9 14 -13 -14 15 -2 17 18 20 -20 -17 -22 23 25 -25 -23 27 -26 29 -29
right_child=1 -3 4 -5 5 -7 -8 9 -10 -11 -12 12 13 -15 -16 16 -18 -19 19 -21 21 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.001115845279444171 0.0018461751973345168 -0.001824121754616499 0.001753759855450764 -0.0023818058718461546 0.00058521469412692664 0.0020418774027493782 -0.0013407134735162426 0.002597281390335411 -0.0025792454261905871 -0.00024504951571169145 0.00046909195603802808 -0.0023920525577576721 0.0021437549086840593 -0.002134304600102561 0.0018606042786574876 0.0019996752031147479 0.001564072158187628 -0.0020389071864580425 -0.0026944944673838716 0.00013744463867624291 -0.0014988302867377885 0.0028443004315098128 0.0025161615471006372 -0.0042120560558269859 0.0017755281710728574 8.4508522116740804e-05 -0.0017808215569571726 0.00010298341183219247 -0.00023236578677780906 0.003395360383539177
leaf_weight=23 21 20 39 20 29 25 34 20 26 34 20 34 32 21 38 22 25 24 24 32 29 21 20 23 26 1309 35 187 885 23
leaf_count=23 21 20 39 20 29 25 34 20 26 34 20 34 32 21 38 22 25 24 24 32 29 21 20 23 26 1309 35 187 885 23
internal_value=0 -8.28421e-06 3.51461e-06 -2.31315e-05 0.000338176 4.45176e-05 -0.000261826 2.2532e-05 -0.000910712 0.000716159 0.00153319 -6.46834e-06 -0.000661495 0.000448675 1.42996e-05 -1.16278e-05 -2.61581e-05 -4.11039e-05 -2.29145e-05 -0.00107624 -5.15016e-08 -1.72501e-05 -2.60834e-07 -2.032e-05 -0.000187731 0.000128084 -0.000107662 -5.54227e-05 -9.88973e-05 0.000463577
internal_weight=0 3098 3078 2851 227 188 163 129 55 74 40 2831 87 53 2744 2706 2685 2660 2636 56 2580 2558 2529 2509 1179 1330 1156 1121 1095 210
internal_count=3121 3098 3078 2851 227 188 163 129 55 74 40 2831 87 53 2744 2706 2685 2660 2636 56 2580 2558 2529 2509 1179 1330 1156 1121 1095 210
is_linear=0
shrinkage=0.1


Tree=1127
num_leaves=31
num_cat=0
split_feature=33 129 42 4 12 129 12 12 0 0 2 1212 0 130 40 16 16 0 2 2 1 40 43 52 4 16 1374 15 4 43
split_gain=0.00264524 0.00281504 0.0171788 0.0162172 0.0102379 0.0186444 0.0182299 0.0125848 0.0104622 0.00612205 0.00785457 0.00775134 0.00575204 0.00429341 0.00693421 0.00385117 0.0155837 0.0132159 0.0102154 0.0121339 0.0102343 0.00967382 0.0132169 0.016126 0.0139862 0.0199882 0.0110617 0.0145558 0.0555672 0.0148407
threshold=-0.044254999999999996 0.083780000000000007 -0.16797499999999996 -0.088784999999999989 0.089410000000000003 0.090180000000000024 0.087925000000000017 0.09320500000000001 -0.080434999999999993 -0.087974999999999984 0.10222000000000002 0.085650000000000018 0.22582000000000002 -0.22461999999999996 -0.13022999999999998 -0.039889999999999988 -0.046599999999999996 0.062580000000000011 0.17025000000000004 0.14838000000000004 0.14000500000000002 -0.08292999999999999 -0.071629999999999985 -0.07278999999999998 -0.086849999999999997 -0.08231999999999999 -0.064634999999999984 0.083195000000000005 -0.0096849999999999974 -0.036954999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 9 -7 -9 10 -5 -11 13 -4 -15 16 17 18 19 20 21 -16 23 -23 25 -24 -26 28 -28 -29
right_child=1 3 12 4 5 7 -8 8 -10 11 -12 -13 -14 14 15 -17 -18 -19 -20 -21 -22 22 24 -25 26 -27 27 29 -30 -31
leaf_value=0.0010926604577848182 -0.0029573646280914544 0.0023092281499079294 -0.0013083984083496036 0.0019609944354742766 0.0033777462739852217 -0.0017367711639693613 -0.0033937204581161494 -0.00084165702270262927 0.0018474726364589656 -0.0016640236045026944 -0.00069778513068740732 0.00079134191386401656 -0.0016650210400777207 0.0017370985226159024 -0.0020963318883846309 0.00012541913528745069 -0.0021686627846469893 -0.0023427313975989818 0.0016638885667946723 -0.0021265422759045448 0.0018685115418130801 0.0031432133833212516 5.8366725221276278e-05 0.00029866214997320892 0.0020680194911123677 -0.0040264628680787336 -0.0054536381742091977 -0.0014032994428167253 -0.00036640019686215046 0.00032086619704110175
leaf_weight=22 20 35 25 25 21 27 20 23 39 36 20 20 21 23 23 1225 36 25 35 28 28 21 25 391 22 23 23 56 323 460
leaf_count=22 20 35 25 25 21 27 20 23 39 36 20 20 21 23 23 1225 36 25 35 28 28 21 25 391 22 23 23 56 323 460
internal_value=0 -7.75688e-06 -3.69613e-05 0.000303282 -6.49743e-07 0.000697574 -0.000635399 6.51742e-05 0.000849892 -8.91966e-05 0.000779315 -0.000787107 -1.61977e-05 -3.7961e-06 7.99105e-06 -6.5022e-06 -0.00011289 -6.29862e-05 -2.3896e-05 -6.54086e-05 -2.40382e-05 -6.28029e-05 -2.80029e-05 0.000443651 -0.000236502 -0.00189895 -0.000146234 -0.000202746 -0.000704569 0.000133747
internal_weight=0 3099 2833 266 231 110 121 89 62 101 45 56 2813 2792 2767 2744 1519 1483 1458 1423 1395 1367 1344 412 932 48 884 862 346 516
internal_count=3121 3099 2833 266 231 110 121 89 62 101 45 56 2813 2792 2767 2744 1519 1483 1458 1423 1395 1367 1344 412 932 48 884 862 346 516
is_linear=0
shrinkage=0.1


Tree=1128
num_leaves=31
num_cat=0
split_feature=130 40 121 33 39 124 52 124 124 16 403 16 10 10 2 2 4 13 2 2 2 52 2 128 403 2 1213 3 2 2
split_gain=0.00283502 0.00582416 0.00655156 0.00464497 0.00415067 0.0054006 0.0142199 0.00363073 0.00411124 0.00315277 0.0274805 0.0234236 0.0111123 0.0139243 0.0109362 0.032231 0.0274868 0.0323966 0.0142769 0.0146869 0.0153319 0.0135054 0.0133694 0.0171629 0.0131214 0.0160797 0.0170733 0.0397746 0.0113029 0.0117621
threshold=-0.23123999999999997 -0.24290999999999999 -0.078059999999999977 -0.012019999999999998 -0.020804999999999994 -0.087984999999999994 -0.080979999999999983 -0.086724999999999983 -0.084644999999999984 -0.082404999999999992 -0.53101999999999994 -0.082179999999999989 -0.0093599999999999985 -0.088499999999999981 0.090175000000000019 0.098260000000000014 0.0045450000000000013 -1.0000000180025095e-35 0.089005000000000015 0.088125000000000023 0.087245000000000003 0.089325000000000015 0.08647500000000001 0.10378000000000003 -0.0091899999999999985 0.083585000000000007 -0.0057349999999999996 -0.082689999999999986 0.10381000000000001 0.10613000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -7 -9 10 -10 -11 13 -13 18 16 17 -16 19 20 22 -22 23 24 -12 -26 -27 -28 -17 -30
right_child=1 2 3 4 5 7 -8 8 9 11 14 12 -14 -15 15 28 -18 -19 -20 -21 21 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.0011061352262597369 -0.0017091766465455295 0.0014042807137946401 -0.0013181439255950628 -0.0011335079610944377 0.0030470702398036208 -0.0009787269671888729 -0.00019537154033682065 0.0011697074010347328 -0.0035658832586309671 0.0033142609648745165 -0.00041711458521800725 -0.00013912946201993952 -5.8073294256738306e-06 0.0035477103534503843 -0.0056827198792598213 0.0016813473787624389 -0.00050696805011870162 -0.00080855250754393649 0.0023428242094814776 -0.0021716838270313694 0.0036043729739806928 0.00013185418654410613 -0.0020284461628260284 -0.0025314627694156531 0.00017476159555371851 0.00030849356435716063 0.00045876933561105819 0.0060065583170702064 -0.0022334735818731132 9.0160824025989036e-05
leaf_weight=23 20 33 27 32 21 38 38 30 23 22 148 21 1782 20 30 40 73 25 30 27 24 21 29 22 168 42 28 24 24 236
leaf_count=23 20 33 27 32 21 38 38 30 23 22 148 21 1782 20 30 40 73 25 30 27 24 21 29 22 168 42 28 24 24 236
internal_value=0 -8.21211e-06 2.8403e-06 -1.23477e-05 -6.65655e-07 1.14747e-05 0.000958718 -7.61908e-06 5.15423e-06 -7.06563e-06 -0.000148716 7.07846e-05 3.16423e-05 0.00165933 -6.94076e-05 -0.00045041 -0.00177894 -0.00346719 0.000220236 0.000100765 0.000222023 0.00198386 5.00424e-05 0.000189571 0.000335577 0.000760762 0.00180808 0.00301929 0.000116428 -0.000124329
internal_weight=0 3098 3078 3045 3018 2986 59 2927 2889 2859 1014 1845 1823 41 991 428 128 55 563 533 506 45 461 432 410 262 94 52 300 260
internal_count=3121 3098 3078 3045 3018 2986 59 2927 2889 2859 1014 1845 1823 41 991 428 128 55 563 533 506 45 461 432 410 262 94 52 300 260
is_linear=0
shrinkage=0.1


Tree=1129
num_leaves=31
num_cat=0
split_feature=33 129 42 4 12 12 129 12 4 0 1212 2 0 11 12 16 155 155 16 4 153 12 1 1 12 150 48 48 9 9
split_gain=0.00269473 0.0027875 0.013999 0.0128988 0.00848902 0.0149143 0.0148486 0.0103669 0.00782225 0.00494959 0.00651776 0.00641431 0.00461448 0.00398216 0.011171 0.00875644 0.00632816 0.00724797 0.00423895 0.0108941 0.0080915 0.00446023 0.0121647 0.0227559 0.0114256 0.00946793 0.0124244 0.0107002 0.00875174 0.00979635
threshold=-0.044254999999999996 0.083780000000000007 -0.16797499999999996 -0.088784999999999989 0.089410000000000003 0.087925000000000017 0.090180000000000024 0.09320500000000001 0.0037800000000000004 -0.087974999999999984 0.085650000000000018 0.10222000000000002 0.22582000000000002 0.094350000000000003 0.10312500000000001 0.6352000000000001 0.12509500000000004 0.112835 0.51222500000000004 0.058735000000000009 0.086100000000000024 0.085955000000000018 0.13743000000000002 0.122715 0.086095000000000019 0.13251500000000002 0.11270000000000001 0.097690000000000013 0.092235000000000011 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 9 -6 -8 -9 11 -11 -5 13 15 -15 16 17 18 20 -20 21 28 23 24 -23 26 27 -26 29 -4
right_child=1 3 12 4 6 -7 7 8 -10 10 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001102834162090651 -0.0026731887669302523 0.0020906673059133546 -0.00015818900295939422 0.0017954562045633792 0.0030582639832227006 -0.0030422798742074523 -0.0015334187955078152 0.0017375723554003933 -0.000552192366681993 -0.0014849801234150719 0.00076654594391584402 -0.00060722554277163002 -0.0014949564245485124 0.0024674698691039038 -0.00033365861113582339 -0.0015738776374039137 0.0012606660916040151 -0.0017899511220014616 0.0023283763413524464 -0.00028470692714341941 -0.0020309228100813927 0.0024123295919880982 -0.0020787637447938325 0.003495600315509364 9.9294572619167809e-05 -0.0019067532314996545 0.0020133525851468385 -0.0015828215952914876 0.0017308204010381208 -0.0023386276837083558
leaf_weight=22 20 35 1096 25 21 20 27 37 25 36 20 20 21 24 35 36 39 23 27 39 20 21 25 20 1246 24 33 39 24 21
leaf_count=22 20 35 1096 25 21 20 27 37 25 36 20 20 21 24 35 36 39 23 27 39 20 21 25 20 1246 24 33 39 24 21
internal_value=0 -7.82909e-06 -3.68903e-05 0.000301684 3.06257e-05 -0.000547372 0.000666424 0.000102057 0.00081428 -5.33314e-05 -0.000680864 0.000727598 -1.81466e-05 -7.03882e-06 0.000805783 -2.4586e-05 -3.90583e-06 -2.24605e-05 -7.03268e-06 0.000784282 -2.73623e-05 -1.16419e-05 0.000107437 0.000146956 9.78199e-05 6.16018e-05 9.74443e-05 4.8242e-05 -0.000158586 -0.000199182
internal_weight=0 3099 2833 266 231 121 110 89 62 101 56 45 2813 2792 59 2733 2697 2658 2635 66 2569 2549 1408 1383 1363 1342 1318 1285 1141 1117
internal_count=3121 3099 2833 266 231 121 110 89 62 101 56 45 2813 2792 59 2733 2697 2658 2635 66 2569 2549 1408 1383 1363 1342 1318 1285 1141 1117
is_linear=0
shrinkage=0.1


Tree=1130
num_leaves=31
num_cat=0
split_feature=3 1 40 130 0 2 2 12 52 149 34 40 34 1 9 0 2 403 4 43 403 11 13 0 12 16 2 50 52 52
split_gain=0.00282171 0.00447676 0.00901176 0.00965887 0.00449203 0.00808599 0.00772783 0.00378112 0.0126384 0.00658502 0.00525254 0.0111724 0.00541506 0.0215066 0.00487176 0.0160657 0.00602452 0.0042976 0.0182337 0.0175551 0.010692 0.00431492 0.00649793 0.00585683 0.0145157 0.00469846 0.0100081 0.0223006 0.0209639 0.010659
threshold=0.63141500000000017 0.16540500000000002 -0.24452499999999996 -0.22229499999999999 0.13134000000000004 0.10855000000000002 0.093680000000000013 0.12757000000000002 0.095415000000000014 0.099660000000000012 -0.085739999999999983 -0.07632499999999999 -0.057544999999999992 0.11146500000000002 0.089995000000000006 -0.0058249999999999994 -0.080614999999999978 -0.53960999999999981 -0.081839999999999982 -0.041049999999999996 -0.53101999999999994 0.094350000000000003 0.090705000000000008 0.10455500000000001 0.095330000000000012 0.41553500000000004 0.10060500000000001 -0.41068499999999997 -0.43851499999999993 -0.40967499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 -6 9 -9 10 11 -5 13 -12 16 -16 -14 18 -18 -20 -19 23 -23 25 -25 -22 29 -28 -29 -27
right_child=-2 -3 3 4 5 -7 -8 8 -10 -11 12 -13 14 -15 15 -17 17 20 19 -21 21 22 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.0020659673906352725 -0.0011035345302408805 0.0014994773920625449 0.001970221769530326 0.00051048944296780972 7.7153434572012542e-05 -0.00084099298579861758 0.0025316796281599795 -0.0021407281508624191 0.0010835732897976414 0.0014916157743347616 0.0033857216021384706 -0.0028320304059889171 0.0015679274540161714 -0.0007024770715243875 -0.0029594965914094993 0.00095655028941109786 -0.00100004614829751 -0.0020630314390963087 -3.2070389993134002e-05 0.0039669591872750418 -5.6262573449003497e-05 0.0019963606233851842 -0.00021855427573124568 0.00075269541597332464 -0.0027374293216360875 -0.00189822329474347 -0.00072480336435743289 0.0049321250901335767 0.00089040881051032832 0.00097371796230921379
leaf_weight=21 23 20 25 20 23 22 29 31 20 29 22 20 24 31 22 20 35 26 21 23 2370 26 27 22 26 28 37 21 33 24
leaf_count=21 23 20 25 20 23 22 29 31 20 29 22 20 24 31 22 20 35 26 21 23 2370 26 27 22 26 28 37 21 33 24
internal_value=0 8.1928e-06 -1.49716e-06 1.26847e-05 -3.45596e-06 0.0007661 0.00144602 -2.27079e-05 -0.000876296 -7.73263e-06 -2.28407e-05 -0.00116077 -6.80226e-06 0.000994511 -2.58578e-05 -0.00109471 -9.49179e-06 -2.34153e-05 0.000703354 0.00205833 -4.51633e-05 -2.50927e-05 0.000868008 -4.35755e-05 -0.00113779 -2.26753e-05 0.000533982 0.00116638 0.00246219 -0.000572712
internal_weight=0 3098 3078 3057 3032 74 52 2958 51 2907 2878 40 2838 53 2785 42 2743 2719 79 44 2640 2614 53 2561 48 2513 143 91 54 52
internal_count=3121 3098 3078 3057 3032 74 52 2958 51 2907 2878 40 2838 53 2785 42 2743 2719 79 44 2640 2614 53 2561 48 2513 143 91 54 52
is_linear=0
shrinkage=0.1


Tree=1131
num_leaves=31
num_cat=0
split_feature=484 1451 1451 1453 1420 156 475 1428 475 43 1428 2 484 0 4 2 457 1452 150 39 1425 124 4 0 2 52 16 49 0 52
split_gain=0.00271468 0.00318685 0.00514297 0.00424757 0.0040647 0.00539526 0.00376959 0.00662749 0.00335617 0.0151785 0.0109603 0.00428164 0.0145249 0.0138589 0.0118892 0.0110135 0.00868382 0.00798307 0.00715928 0.00776525 0.00692234 0.00678351 0.0103107 0.0065355 0.0276115 0.0198166 0.0118505 0.0162983 0.00793699 0.0321927
threshold=-0.52850499999999989 0.091400000000000009 0.083235000000000017 1.0000000180025095e-35 0.056520000000000008 0.16414500000000004 0.12365000000000002 0.098365000000000022 0.05680000000000001 -0.074359999999999996 -0.070379999999999984 0.11389000000000002 0.10785500000000002 0.089620000000000019 0.59999500000000017 0.11293500000000002 0.098180000000000003 -1.0000000180025095e-35 0.11614000000000001 -0.020804999999999994 0.08789000000000001 -0.013479999999999999 0.51164000000000009 -0.15599999999999997 0.086100000000000024 -0.080114999999999978 -0.092484999999999984 -0.045154999999999994 -0.11173999999999999 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 10 -10 -2 15 13 14 16 17 18 -12 19 -13 23 -21 -23 24 -19 -26 27 -27 29 -25
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 -11 11 12 -14 -15 -16 -17 -18 20 -20 21 -22 22 -24 28 25 26 -28 -29 -30 -31
leaf_value=-0.0011613093677442521 0.0020978004990611226 0.0011553473646320831 -0.0015998286614194513 0.0014615392684936524 -0.0013870016630140268 0.0016460730547260029 0.0011530128207855991 -0.0017419510785574941 0.0010136833636178858 -0.0027883833512619494 0.0020164738347375533 -0.0021251520595978947 -0.0029194881853618427 -0.0027369787974748762 0.0016444766030058657 0.0021798760019009935 -0.0022383964114123956 0.00374631159575074 0.0016094617788558422 0.0012199574906013109 0.0017757765244988896 -6.9908934694930852e-05 -0.0021950700259767471 -2.2901749485228437e-05 -0.00260578349065643 -0.0021474340967622334 0.0026392510302526797 0.0014620530688011185 1.5018399943750246e-05 -0.0031831998270354235
leaf_weight=20 25 24 20 20 21 20 28 22 21 21 20 20 20 20 38 24 20 24 23 35 22 263 25 166 23 22 23 29 2022 40
leaf_count=20 25 24 20 20 21 20 28 22 21 21 20 20 20 20 38 24 20 24 23 35 22 263 25 166 23 22 23 29 2022 40
internal_value=0 7.4899e-06 -1.46316e-06 8.99392e-06 -5.71737e-07 9.08179e-06 -1.84606e-06 -1.2741e-05 1.7236e-07 -0.00088735 1.30084e-05 -5.09501e-06 -0.000283312 -0.000164566 -4.32253e-05 4.83596e-05 -0.000209372 2.69642e-05 -9.84965e-05 -0.000213024 1.01821e-05 -9.46263e-05 -0.000254385 -6.35388e-06 0.000709399 -4.20027e-05 0.000754848 -9.49806e-05 -4.52255e-05 -0.000636552
internal_weight=0 3101 3077 3057 3037 3016 2996 2968 2946 42 2904 2879 464 444 424 2415 386 2391 366 343 2371 323 288 2349 121 97 74 51 2228 206
internal_count=3121 3101 3077 3057 3037 3016 2996 2968 2946 42 2904 2879 464 444 424 2415 386 2391 366 343 2371 323 288 2349 121 97 74 51 2228 206
is_linear=0
shrinkage=0.1


Tree=1132
num_leaves=31
num_cat=0
split_feature=15 130 40 15 3 3 15 52 2 2 128 38 12 46 1452 158 482 1451 159 51 51 51 13 12 12 12 51 51 51 51
split_gain=0.00254862 0.00607355 0.00869873 0.00517072 0.00412027 0.00856422 0.00687731 0.00600872 0.00441281 0.00375749 0.00358993 0.00708236 0.00659139 0.00799522 0.00356091 0.0047197 0.0086153 0.0071175 0.00534896 0.00443165 0.0139976 0.0139555 0.0101759 0.00686201 0.0274337 0.00957825 0.00644169 0.00916238 0.00873315 0.0121811
threshold=0.11728000000000001 -0.22461999999999996 -0.15892999999999999 0.11601500000000002 -0.088084999999999983 -0.074479999999999977 0.11923500000000002 0.41423000000000004 0.13404500000000005 0.10584500000000001 0.11976500000000002 0.10914000000000001 0.12757000000000002 -0.043074999999999995 0.11815000000000002 -0.47356499999999996 0.11562500000000002 0.084085000000000007 0.14029500000000003 0.10027500000000002 0.11144500000000002 0.095820000000000016 -0.047864999999999991 0.092995000000000008 0.089300000000000004 0.097325000000000009 0.09364500000000002 0.090560000000000015 0.089355000000000004 0.078435000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 -2 -6 -7 8 9 -8 11 12 13 -4 15 -15 17 18 19 21 22 26 -21 24 -22 -25 27 28 29 -17
right_child=4 2 3 -5 5 6 7 -9 -10 -11 -12 -13 -14 14 -16 16 -18 -19 -20 20 23 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014874807583899904 0.0017247468337882313 0.0020707173901610078 0.0018604355297334816 -0.001624324475415051 -0.0015345873704063707 0.0019754065540977398 0.0003749117060341751 -0.0012685167603194714 -0.00027789828848600494 0.0022490603664482478 0.0010594710474833846 -0.0018976772588212044 -0.0018182250804966316 -0.0014955484796138037 -0.0013412331824656577 3.684938024498744e-06 0.0016669694987696507 -0.0017612621876532616 0.0013113615469915057 0.003608235051589353 -0.00028713333774655264 -0.0021912530778596799 0.00056357965804636483 -0.0025262745512670583 0.0037106374058307016 0.00022081525918717185 0.0016444490710020309 -0.0016670088772490787 0.0016017286784269593 -0.0013357221478612962
leaf_weight=28 20 20 23 20 24 26 23 23 34 20 31 20 20 21 20 2262 31 23 31 21 94 30 23 22 21 30 23 34 33 70
leaf_count=28 20 20 23 20 24 26 23 23 34 20 31 20 20 21 20 2262 31 23 31 21 94 30 23 22 21 30 23 34 33 70
internal_value=0 -2.16893e-05 -7.64821e-06 -2.1967e-05 0.000376501 0.000196735 0.00052651 0.000149797 0.00057345 0.00124661 -1.08511e-05 -2.2485e-05 -9.2421e-06 3.62406e-06 -1.16885e-05 -2.08541e-06 9.32752e-06 -9.58558e-06 5.36934e-06 -9.83372e-06 0.000429927 -4.76761e-05 0.00201671 1.18519e-05 0.000442894 -0.000941415 -2.11248e-05 -3.70932e-05 -1.3661e-05 -3.65202e-05
internal_weight=0 2951 2923 2903 170 150 126 100 77 43 2883 2852 2832 2812 2789 2769 2748 2717 2694 2663 211 2452 44 167 115 52 2422 2399 2365 2332
internal_count=3121 2951 2923 2903 170 150 126 100 77 43 2883 2852 2832 2812 2789 2769 2748 2717 2694 2663 211 2452 44 167 115 52 2422 2399 2365 2332
is_linear=0
shrinkage=0.1


Tree=1133
num_leaves=31
num_cat=0
split_feature=33 9 0 124 0 0 0 15 124 123 33 4 2 2 39 12 39 2 46 45 15 15 2 0 11 0 11 0 3 158
split_gain=0.00247734 0.0027703 0.00760813 0.00397821 0.0111138 0.00929 0.0140619 0.0100223 0.00504411 0.0060972 0.00493311 0.00561398 0.00723686 0.00542479 0.0073314 0.00570296 0.0242916 0.0077708 0.0063747 0.00613377 0.00522257 0.00711196 0.00452643 0.00414671 0.00390033 0.0132901 0.00725571 0.00831632 0.00479639 0.00376348
threshold=-0.044254999999999996 -0.085744999999999988 -0.068944999999999992 -0.082654999999999992 0.0059850000000000016 -0.073309999999999986 -0.10224499999999999 -0.10469999999999999 -0.074709999999999985 0.089295000000000013 0.088595000000000021 0.59999500000000017 0.14285500000000004 0.17760500000000004 -0.0091949999999999983 -0.010834999999999999 0.08733500000000001 -0.080614999999999978 0.10253500000000002 1.0000000180025095e-35 -0.09551999999999998 -0.052074999999999989 0.13404500000000005 0.14486500000000005 0.094350000000000003 0.12445000000000002 0.088065000000000018 0.10455500000000001 -0.20241999999999996 -0.4686749999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -3 9 -5 11 13 -13 14 -10 16 -16 -17 19 23 22 -22 -18 24 25 26 27 29 -26 -19
right_child=1 3 -4 8 -6 -7 -8 -9 10 -11 -12 12 -14 -15 15 17 20 18 -20 -21 21 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0010574151677164164 0.00026430261186173847 -0.0013670394266539787 -0.0022008865960829317 0.00033641757559962573 0.0027073144912719729 -0.0016460585992520108 0.0024811149375247106 0.0010260857322386334 0.0017471972135050845 -0.0019176904407019416 -0.0015679105999879539 -9.58735885267908e-05 0.0025324163376353685 -0.0012119123849048709 -0.0033885324557419295 0.0015264312561211067 -0.0013771012041936903 0.00090904610756710599 -0.0017736930213868619 0.001720604640875189 0.0019073152735542794 -0.00043164530966001061 0.00046376018276946115 0.00094522228981709904 0.0017271347287792845 -0.0024774975863031366 0.0018422055873088539 -0.0020059824588575534 -0.00027211368239174287 -2.4522598152875944e-05
leaf_weight=22 31 35 21 20 20 23 28 35 24 30 20 22 20 37 26 34 34 44 20 21 26 26 22 46 28 22 21 21 21 2321
leaf_count=22 31 35 21 20 20 23 28 35 24 30 20 22 20 37 26 34 34 44 20 21 26 26 22 46 28 22 21 21 21 2321
internal_value=0 -7.50667e-06 -0.000731255 4.84479e-06 0.00052358 0.000162632 0.000587121 -0.000170477 -2.03244e-05 -0.00101605 -2.89228e-06 8.14452e-06 0.00115569 -9.10567e-06 7.03646e-06 -8.24486e-06 -0.000644426 2.45556e-05 4.64767e-06 1.86228e-05 1.61917e-05 0.000737835 -0.000653906 4.46213e-06 -1.30015e-05 -3.08206e-05 -8.45793e-06 -2.47463e-05 0.000870314 -7.15388e-06
internal_weight=0 3099 52 3047 141 121 98 70 2906 50 2856 2836 42 2794 2757 2733 134 2599 2565 2545 108 52 56 2524 2478 2429 2407 2386 49 2365
internal_count=3121 3099 52 3047 141 121 98 70 2906 50 2856 2836 42 2794 2757 2733 134 2599 2565 2545 108 52 56 2524 2478 2429 2407 2386 49 2365
is_linear=0
shrinkage=0.1


Tree=1134
num_leaves=31
num_cat=0
split_feature=374 1427 4 12 1446 1419 1420 12 1420 1425 374 156 1426 471 1428 16 50 12 1443 1370 1456 12 1 16 13 13 4 15 13 13
split_gain=0.00275225 0.00305037 0.00928108 0.0116282 0.00497262 0.00643253 0.0121897 0.007178 0.0102869 0.00499533 0.00499189 0.00468027 0.00492384 0.00590747 0.00379479 0.00435421 0.0109884 0.00902145 0.00566438 0.0051215 0.0048566 0.00449241 0.0185513 0.0187439 0.00514398 0.00940512 0.0156922 0.0151584 0.0117728 0.0156491
threshold=0.092550000000000007 0.088585000000000011 -0.025314999999999994 0.089735000000000023 0.11655500000000001 0.086325000000000013 -0.085109999999999991 0.094580000000000011 -0.078734999999999986 0.10034500000000002 0.086450000000000013 0.14862 -1.0000000180025095e-35 0.088960000000000025 0.08622500000000001 0.51747500000000002 -0.23771499999999998 0.090695000000000012 0.091740000000000016 0.077860000000000026 0.12034500000000002 0.12477500000000001 0.13743000000000002 -0.080509999999999984 0.19762500000000002 0.096675000000000011 -0.088784999999999989 -0.084564999999999987 0.054800000000000008 0.030370000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1 8 -7 10 11 12 -8 14 15 18 17 -17 19 20 21 24 23 -23 25 28 -27 -28 29 -14
right_child=-2 2 3 -5 -6 7 9 -9 -10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0024938837176887319 0.0010667489803987942 -0.0011451072455383839 0.0027806587749553188 -0.00040066648449283099 -0.0012629967859538738 0.0028801191265561753 -0.0012585850013795521 -0.00034976611335376474 -8.9283173729199923e-05 -0.0014533305152629814 -0.001357953377548795 0.0012302197514086842 -1.2857908360802731e-06 0.001679589461890005 0.0013351650817120184 0.0018497732561081649 -0.0021383131593183586 -0.00097520720969791568 0.0016054044435308739 -0.0016000198698020542 -0.0015083517502283766 0.0038752499998182706 -0.0017758204876868564 0.00030856877395020032 -0.00069094182679518357 -0.00068988659341509149 0.00012291106162592771 0.0037274789780245296 -0.0011602917107750748 0.0021298797874312317
leaf_weight=20 24 20 27 20 32 28 31 29 20 24 27 31 2214 21 21 20 33 26 22 20 21 23 22 41 105 30 20 28 86 35
leaf_count=20 24 20 27 20 32 28 31 29 20 24 27 31 2214 21 21 20 33 26 22 20 21 23 22 41 105 30 20 28 86 35
internal_value=0 -8.2667e-06 0.000659139 0.0014269 -2.30245e-05 -9.78932e-06 -3.35717e-05 0.000892396 0.00164287 -1.66098e-05 -4.62469e-06 8.19632e-06 -5.24204e-06 8.69398e-06 -3.98719e-06 -1.42283e-05 -0.000745877 0.000253045 7.44403e-06 -5.84713e-06 6.29895e-06 1.85139e-05 0.000729233 0.00159034 -5.76008e-06 2.40551e-05 0.00110424 0.00222558 -1.20283e-05 3.18804e-05
internal_weight=0 3097 67 47 3030 2998 2921 77 48 2901 2877 2850 2819 2788 2767 2746 79 46 2667 2645 2625 2604 86 64 2518 2413 78 48 2335 2249
internal_count=3121 3097 67 47 3030 2998 2921 77 48 2901 2877 2850 2819 2788 2767 2746 79 46 2667 2645 2625 2604 86 64 2518 2413 78 48 2335 2249
is_linear=0
shrinkage=0.1


Tree=1135
num_leaves=31
num_cat=0
split_feature=399 1375 1375 1374 1429 49 1429 157 472 52 16 3 474 474 474 2 49 49 49 3 157 13 2 16 9 1 0 4 124 48
split_gain=0.0024984 0.00246122 0.00549853 0.00374332 0.00307941 0.031121 0.0187705 0.0811107 0.0089876 0.0169912 0.00867992 0.0104859 0.0198477 0.0078333 0.00926634 0.00746567 0.00552468 0.018337 0.0167813 0.0124939 0.0257306 0.0232328 0.0164684 0.0292703 0.00919209 0.00914163 0.0212099 0.00911409 0.00887121 0.0112863
threshold=0.11450500000000001 -0.4078199999999999 -0.22285999999999997 -0.096434999999999979 0.083985000000000018 0.10299000000000001 0.052280000000000007 -0.086244999999999988 -0.084114999999999981 -0.16675999999999999 -0.0087049999999999992 -0.089089999999999989 0.087035000000000015 0.10970500000000001 0.10341500000000002 0.099185000000000009 0.09567500000000001 0.097685000000000008 0.091860000000000011 -0.073309999999999986 0.083215000000000011 -0.075974999999999987 0.10981000000000002 0.042200000000000008 -0.090799999999999978 0.14754500000000001 -0.057069999999999989 0.0052350000000000009 -0.082654999999999992 0.084855000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 8 13 -8 -6 -10 -11 -12 -13 14 16 -14 18 -18 24 21 -21 -19 23 -23 -5 28 -27 -20 29 -26
right_child=-2 2 3 4 5 -7 7 -9 9 10 11 12 15 -15 -16 -17 17 19 27 20 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0009095636244606355 -0.0010870639096191596 0.0015912772595501421 -0.0012662697117775679 -0.0020946293545421216 0.0017600667617364747 0.0033127079973177564 -0.0068227650044718757 0.0015793967353938906 -0.0023478301036555099 -0.0013288401566716214 -0.0008240025160678974 0.0032307431769246862 -0.0014702175741106095 -0.0014257838411533552 0.0021315910969860853 0.0011962704282874864 -0.0027607783835766645 0.00099938987741350301 0.0033251571291960623 -3.4151185180284022e-05 0.0036295389290899038 -0.001014515383867547 -0.0002484493459073397 -0.005953330110642128 0.0017277421087457509 -0.0010609706231068982 0.0028482036186116087 0.00043472826771903786 -2.1608524038694441e-05 -0.000195777013868792
leaf_weight=29 21 22 23 20 23 31 20 27 34 31 36 30 21 37 21 21 29 45 24 149 22 30 39 20 67 23 35 20 2115 56
leaf_count=29 21 22 23 20 23 31 20 27 34 31 36 30 21 37 21 21 29 45 24 149 22 30 39 20 67 23 35 20 2115 56
internal_value=0 7.36398e-06 1.60227e-05 4.65648e-06 1.43165e-05 0.000368549 -1.44118e-05 -0.00199599 -9.71093e-05 -0.000344017 0.000146124 0.000569494 0.00126624 1.94305e-05 3.91259e-05 -0.000136974 2.28149e-05 -0.000357845 7.6688e-05 -0.00012937 0.000437201 -0.000852381 -0.00178867 -0.00299004 3.99332e-05 5.8527e-05 0.00129801 0.00201133 2.64045e-05 0.000851994
internal_weight=0 3100 3071 3049 3026 227 2799 47 196 173 139 108 72 2752 2715 42 2694 334 2360 305 171 134 89 50 2316 2296 58 44 2238 123
internal_count=3121 3100 3071 3049 3026 227 2799 47 196 173 139 108 72 2752 2715 42 2694 334 2360 305 171 134 89 50 2316 2296 58 44 2238 123
is_linear=0
shrinkage=0.1


Tree=1136
num_leaves=31
num_cat=0
split_feature=475 475 471 155 1428 475 475 1428 152 121 33 1429 1429 157 157 1372 13 1446 156 11 10 16 13 9 1 1 11 1 1 124
split_gain=0.00242697 0.00475728 0.00636349 0.00397081 0.00639968 0.00484053 0.00492909 0.00830933 0.004112 0.00476481 0.00489818 0.00415261 0.00765012 0.00503011 0.0306428 0.0121804 0.00850267 0.00623922 0.00464987 0.00505642 0.00487166 0.0355354 0.00885799 0.0080579 0.00530942 0.00825332 0.00669945 0.00552536 0.0244976 0.0183695
threshold=-0.49729499999999999 -0.24615999999999996 -0.086614999999999984 0.11562500000000002 0.10482000000000001 0.093020000000000005 0.061570000000000007 -0.070379999999999984 0.083250000000000018 -0.088279999999999983 -0.012019999999999998 -0.081904999999999992 -1.0000000180025095e-35 -0.087424999999999989 -0.090569999999999998 -0.087494999999999976 -0.082574999999999982 0.11636000000000002 0.11715000000000002 -1.0000000180025095e-35 -0.0097449999999999985 -0.056919999999999991 -0.07692499999999998 -0.085744999999999988 0.15799000000000005 0.14754500000000001 0.098860000000000017 0.10439500000000002 0.10312500000000001 -0.08645499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 7 -4 9 -9 -11 -12 -13 14 16 -15 -14 18 19 -17 21 22 -21 -22 25 26 27 28 -25 -29
right_child=1 2 3 4 -6 -7 -8 8 -10 10 11 12 13 15 -16 17 -18 -19 -20 20 23 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0010017299619600331 -0.0014102029349790733 0.001697825400201096 0.0017490352003800649 -0.0022637008770834653 0.00026605846593156455 0.0012472547449907589 -0.001436134645700804 0.0013455591706308322 -0.0012653187791539285 -0.0013548519565827319 -0.0012358612682739343 0.0015985952655319124 0.0021277571679092946 0.0023095045491810079 -0.0036438290383487659 -0.0016135365186983109 -0.00033403356889934047 0.001603483405779116 0.0012894773135755074 0.00022218255685669755 -0.0019952116689334314 0.003764458496934148 -0.0022180936343613126 -4.1497490734476288e-05 -0.0015747187336356463 0.0020088615734130144 -0.0015160246239975094 0.0032123404646491899 -0.0033966475176963615 0.00016946872692997179
leaf_weight=24 24 22 27 20 20 31 24 26 26 27 27 30 20 23 26 20 47 24 27 51 21 27 21 2012 22 20 30 21 22 359
leaf_count=24 24 22 27 20 20 31 24 26 26 27 27 30 20 23 26 20 47 24 27 51 21 27 21 2012 22 20 30 21 22 359
internal_value=0 -7.76285e-06 3.19015e-06 -9.02944e-06 -0.000998821 4.11957e-06 -8.81237e-06 2.77617e-06 -1.33211e-05 -2.10792e-06 -1.4287e-05 -1.58696e-06 1.0218e-05 -6.84298e-06 -0.000729935 1.80635e-05 0.000400829 -1.62385e-06 -1.61442e-05 -2.95684e-05 -1.74121e-05 0.000670623 -0.000489565 -4.45822e-05 -2.81046e-05 -1.42956e-05 -3.08517e-05 -1.23947e-05 -7.77872e-05 0.000337627
internal_weight=0 3097 3073 3051 40 3011 2980 2956 2929 2903 2877 2850 2823 2793 93 2700 67 2677 2653 2626 2606 99 72 2507 2486 2464 2444 2414 2034 380
internal_count=3121 3097 3073 3051 40 3011 2980 2956 2929 2903 2877 2850 2823 2793 93 2700 67 2677 2653 2626 2606 99 72 2507 2486 2464 2444 2414 2034 380
is_linear=0
shrinkage=0.1


Tree=1137
num_leaves=31
num_cat=0
split_feature=1428 473 471 475 470 475 154 2 12 120 15 33 14 121 16 13 12 13 52 16 151 12 3 12 12 2 3 4 3 1453
split_gain=0.00258994 0.0129806 0.00509132 0.0042487 0.0069083 0.00399679 0.00532327 0.00504758 0.00342216 0.00430781 0.00435813 0.00399885 0.00337096 0.00452289 0.00344381 0.00955766 0.0134127 0.0102037 0.00960241 0.00949961 0.00753615 0.00944204 0.026429 0.0134473 0.0135619 0.0117493 0.0116857 0.00786426 0.00760842 0.0066414
threshold=-0.071779999999999997 -0.072684999999999986 -0.083284999999999984 -0.50059999999999982 0.079700000000000007 0.058495000000000012 0.085530000000000009 0.098630000000000009 0.23631000000000002 0.091385000000000008 0.23208000000000004 -0.012019999999999998 0.096015000000000017 -0.070209999999999981 0.071345000000000006 0.095120000000000024 1.0000000180025095e-35 -0.092094999999999982 0.091275000000000009 0.26676500000000009 -0.085764999999999994 0.090545000000000014 -0.090809999999999988 0.08815000000000002 0.084735000000000019 0.11824000000000001 0.095270000000000007 -0.031404999999999995 0.0051600000000000005 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 8 -7 9 10 11 -5 13 -13 29 17 -17 -16 20 -18 -19 23 -23 24 26 27 28 -24 -22 -15
right_child=1 2 3 4 -6 7 -8 -9 -10 -11 -12 12 -14 14 15 16 19 18 -20 -21 21 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00084328472148627049 0.002549179494380951 -0.0014889588549166272 0.0014571933107799852 -0.0012193666684820696 -0.001857511354610324 -4.7386828809976581e-06 -0.0016329553478863093 0.0021266501495847477 -0.0012679428771315586 0.0013474250401486643 0.0014731832325924187 -0.0014148027583194729 -0.0011767537614408262 5.5415100611749682e-05 0.0010473570214277815 -0.0012773366893683985 0.00013088441514612541 -0.0021568117044807877 -0.0023632607824201216 0.0028321432762701687 0.00038862353693203708 -0.0042587253171950581 -0.0011638158574127234 0.0023708720875438307 -0.0023022330378201636 -0.0019891307073374911 -0.0011609187509748155 0.00092368099810871294 0.0027982768020592633 0.0016940311444923282
leaf_weight=36 20 23 20 27 20 25 20 20 21 24 20 22 24 2330 41 22 23 24 29 30 38 20 26 25 24 31 32 59 20 25
leaf_count=36 20 23 20 27 20 25 20 20 21 24 20 22 24 2330 41 22 23 24 29 30 38 20 26 25 24 31 32 59 20 25
internal_value=0 9.8406e-06 -6.72931e-06 4.47755e-06 -5.13671e-06 7.20422e-06 -7.02991e-06 0.000942545 4.0421e-06 1.32025e-05 2.1301e-06 -8.114e-06 3.38119e-06 1.34213e-05 2.46471e-05 -0.000230812 0.00079831 -0.000439984 -0.000625901 0.0016599 -0.000457395 -0.000309082 -0.000901468 0.000270518 -0.000190086 -0.00032263 0.000373154 0.000285153 0.00121954 7.28102e-05
internal_weight=0 3085 3065 3042 3022 3002 2957 45 2937 2916 2892 2872 2845 2821 2799 444 75 369 328 53 299 275 136 139 114 116 90 85 58 2355
internal_count=3121 3085 3065 3042 3022 3002 2957 45 2937 2916 2892 2872 2845 2821 2799 444 75 369 328 53 299 275 136 139 114 116 90 85 58 2355
is_linear=0
shrinkage=0.1


Tree=1138
num_leaves=31
num_cat=0
split_feature=33 43 1371 49 3 480 151 1371 13 47 16 16 52 16 16 0 0 1 3 2 43 2 3 3 4 52 1429 43 151 9
split_gain=0.00313568 0.00278723 0.0167269 0.0132031 0.0148299 0.00922927 0.00883818 0.00866593 0.00701948 0.00695008 0.00693262 0.0128739 0.00935375 0.00778631 0.0224962 0.0212709 0.0173738 0.0157636 0.0148628 0.0138959 0.0181726 0.0103025 0.00850326 0.0115991 0.0098743 0.0117449 0.00665367 0.00660306 0.00749268 0.00552566
threshold=-0.044254999999999996 -0.085594999999999991 0.083235000000000017 0.10969000000000002 -0.086224999999999982 -0.068944999999999992 -0.09693499999999998 0.083235000000000017 -0.08459499999999999 0.10397500000000001 0.31475000000000003 0.24134000000000003 -0.15026499999999995 -0.077074999999999991 -0.083134999999999987 -0.092404999999999973 -0.10607499999999999 0.094090000000000021 -0.096544999999999978 0.10731 -0.43469499999999994 0.086285000000000014 -0.081054999999999974 -0.084144999999999984 -0.081984999999999988 -1.0000000180025095e-35 0.032755000000000006 -0.085254999999999984 -0.53100499999999984 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 8 27 -7 10 11 12 -8 14 15 16 -14 22 -16 20 -17 -20 23 24 25 -15 -26 -3 -29 -30
right_child=1 7 -4 4 -6 6 9 -9 -10 -11 -12 -13 13 17 18 19 -18 -19 21 -21 -22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=0.0011896474308080295 0.002319115885766223 -0.0018475143302930522 0.0028842712343496468 -4.7384110210394424e-06 -0.003597444836050272 0.00024332266882993284 0.001358187184151676 -0.0018396315509798351 0.0028927531105000528 0.0016904803148160381 0.0016860826859060167 -0.0023871573056870451 -0.00044229383073637592 0.00039909548232453353 0.0038527567205684527 -0.00023344650107901544 0.0032721174077596522 -0.0029430744815617804 -0.00055669670623804761 0.00047286629366377993 -0.0040997692592246761 0.0020227851999152337 0.0011116670043621625 -0.0027793653941314139 0.0010102188997452373 -0.0026044740512346232 -0.0011049691644348057 0.0019045136484783143 -0.00094845242677435567 -1.3511243501087507e-05
leaf_weight=22 20 20 22 27 20 20 45 27 20 24 22 24 34 23 21 20 20 25 30 21 31 32 36 21 58 30 20 20 65 2301
leaf_count=22 20 20 22 27 20 20 45 27 20 24 22 24 34 23 21 20 20 25 30 21 31 32 36 21 58 30 20 20 65 2301
internal_value=0 -8.44538e-06 0.000172818 8.01904e-05 -0.00153355 0.000207235 0.000134033 -5.80636e-05 0.00156804 2.72172e-05 -5.05963e-05 -0.000128411 -1.23296e-05 -0.000158475 0.000275162 -0.000566883 0.000933414 -0.000583968 0.00155345 -0.00169211 -0.00258356 0.000774649 -0.000270257 -0.000597555 -0.000247799 -0.00130104 0.000467863 -3.8071e-05 -2.29038e-05 -3.91964e-05
internal_weight=0 3099 666 644 47 597 577 2433 40 537 513 491 467 422 209 126 54 213 83 72 51 62 188 152 131 53 78 2406 2386 2366
internal_count=3121 3099 666 644 47 597 577 2433 40 537 513 491 467 422 209 126 54 213 83 72 51 62 188 152 131 53 78 2406 2386 2366
is_linear=0
shrinkage=0.1


Tree=1139
num_leaves=31
num_cat=0
split_feature=33 160 160 52 1 1447 1456 1447 484 158 484 42 2 42 2 43 12 13 1 42 42 15 2 3 13 15 131 481 1447 483
split_gain=0.0025399 0.00260101 0.00959658 0.00721849 0.0162678 0.00666411 0.0239061 0.0183426 0.00656305 0.00957233 0.0341283 0.0134961 0.00690884 0.0160047 0.0156691 0.0200406 0.0154688 0.0293078 0.020366 0.0144655 0.0315001 0.014996 0.0100968 0.0135728 0.0108524 0.00984733 0.00729652 0.00503513 0.00445169 0.00926454
threshold=-0.044254999999999996 -0.089549999999999991 -0.087874999999999995 0.51307000000000014 0.096575000000000008 -0.085684999999999997 0.086985000000000021 -0.084149999999999989 -0.084519999999999984 0.10722000000000002 0.094965000000000008 0.10705500000000003 0.093320000000000014 0.090545000000000014 0.089725000000000013 -0.077319999999999986 0.090695000000000012 -0.081434999999999994 0.082005000000000008 0.088295000000000012 0.087075000000000014 -0.015039999999999998 0.10045500000000002 0.097915000000000016 0.0049450000000000006 -0.092489999999999989 0.09055500000000001 -0.086219999999999977 -0.082659999999999997 -0.47356499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 5 -5 6 27 -7 -2 11 -11 12 14 22 16 -16 17 19 -19 20 21 25 -14 24 -24 -10 -18 -4 -9 -30
right_child=1 2 3 4 -6 7 -8 28 9 10 -12 -13 13 -15 15 -17 26 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010706826377744701 0.001718005624328119 -0.001959257097601389 -0.0012791955273617837 -0.0032885763550265915 0.00069645383278839302 -0.0030493218987248838 0.0038670235261088239 0.0014411466858638008 -0.00039298073012711639 -0.0042859321716241542 0.0015560088506390457 0.0026649609636727046 -0.001150507812398198 -0.0021893238158602465 0.0001672737725564967 0.0044955031573772437 0.0030287140803094107 -0.00034924943933931546 -0.0045134568218297014 -0.0016758249532431366 0.0043469284370075915 -0.0019559088184032589 0.0031926359912311589 -0.00090383907247866915 0.00016159053137969402 0.0024428590564057233 0.0005074406037844408 0.00086918473243713379 -0.0020185834515596859 -2.0109072408021327e-06
leaf_weight=22 27 26 24 21 20 20 20 21 24 20 20 22 38 38 23 20 22 23 24 25 22 25 27 28 21 25 24 20 23 2406
leaf_count=22 27 26 24 21 20 20 20 21 24 20 20 22 38 38 23 20 22 23 24 25 22 25 27 28 21 25 24 20 23 2406
internal_value=0 -7.60084e-06 -4.76879e-05 -2.83866e-05 -0.00134466 -7.0894e-06 0.00100037 -3.31935e-05 0.00020177 0.000114852 -0.00136496 0.000252189 0.000122407 -0.000412017 0.000438486 0.0021804 8.84748e-05 -0.000356409 -0.00247565 0.000466769 0.00102474 3.7057e-05 0.000180419 0.000845883 0.00186655 0.00105388 0.00171327 -0.000302659 -8.57207e-06 -2.11057e-05
internal_weight=0 3099 2601 2575 41 2534 64 2470 498 471 40 431 409 152 257 43 214 168 47 121 96 74 114 76 48 49 46 44 2450 2429
internal_count=3121 3099 2601 2575 41 2534 64 2470 498 471 40 431 409 152 257 43 214 168 47 121 96 74 114 76 48 49 46 44 2450 2429
is_linear=0
shrinkage=0.1


Tree=1140
num_leaves=31
num_cat=0
split_feature=34 43 9 42 10 374 133 133 1372 1375 133 1 1 2 402 402 150 457 2 472 12 1209 12 12 12 2 2 2 2 16
split_gain=0.00251315 0.00829631 0.0074171 0.00530236 0.00708502 0.00296147 0.00310056 0.0566407 0.0188821 0.0167932 0.0159746 0.0128977 0.0373104 0.0177277 0.0378402 0.0177986 0.0141955 0.0093133 0.00908944 0.0110442 0.0195747 0.010899 0.0106702 0.0325282 0.0281511 0.0156409 0.0189406 0.0140725 0.0356658 0.013438
threshold=-0.057544999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090835000000000013 -0.0087699999999999983 0.092550000000000007 0.085760000000000017 0.086085000000000009 -0.065504999999999994 -0.15308499999999997 0.08653000000000001 0.090965000000000004 0.094090000000000021 0.083995000000000014 0.099530000000000021 0.042685000000000008 0.08882000000000001 -0.22896499999999997 0.12992500000000004 -0.065034999999999996 0.11472500000000001 0.10521000000000001 0.097575000000000009 0.096075000000000008 0.10149500000000002 0.10981000000000002 0.096540000000000015 0.089525000000000007 0.087995000000000004 -0.079504999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 8 -8 -4 -9 -11 13 -13 14 -12 16 18 -10 19 -15 21 22 23 25 -24 26 27 28 29 -21
right_child=2 -3 5 -5 -6 -7 7 9 17 10 11 12 -14 15 -16 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00049835759290384456 -0.0018462538253515961 0.0022072713663378223 -0.0030607262106579066 0.001319712014494302 -0.0016714137998254349 0.0011525752790145238 0.0052778033700416841 -0.0027724955638404936 0.0019540554746527053 -0.0026999058411456647 0.00033074679440292325 -0.004285359472366205 1.125251260418736e-05 0.0021530735869115841 0.0055409512412734332 -0.0026099816559342964 0.002301659354601394 -6.9380824266347115e-05 0.0018533747224137188 0.0025038736672805891 -0.0031073680147528648 0.002119006920605898 0.0039619438269216083 -0.0033390759392791704 -0.00039032603838547533 0.0022670445955711707 -0.0021620629636411805 0.00096956655792821735 -0.0026019286176261424 -0.00012905604560815154
leaf_weight=34 22 22 21 23 27 22 21 21 23 20 46 24 128 24 20 22 33 2068 30 28 20 25 23 31 42 29 41 116 52 63
leaf_count=34 22 22 21 23 27 22 21 21 23 20 46 24 128 24 20 22 33 2068 30 28 20 25 23 31 42 29 41 116 52 63
internal_value=0 0.000478579 -1.68256e-05 2.58257e-05 -0.000462033 -3.37846e-06 -1.19382e-05 0.000148246 -7.70888e-05 1.97008e-05 9.14708e-05 0.000161518 -0.00066716 0.000356803 0.0019096 0.000179801 0.00028999 -4.7124e-05 0.000163301 6.06646e-05 -4.61818e-05 8.98709e-05 -2.949e-05 -0.000242401 0.00114971 4.93832e-05 -0.000164991 0.000151148 -0.000512744 0.000681076
internal_weight=0 106 3015 84 61 2993 2971 859 2112 838 817 797 152 645 66 579 557 2091 524 494 470 450 425 360 65 329 300 259 143 91
internal_count=3121 106 3015 84 61 2993 2971 859 2112 838 817 797 152 645 66 579 557 2091 524 494 470 450 425 360 65 329 300 259 143 91
is_linear=0
shrinkage=0.1


Tree=1141
num_leaves=31
num_cat=0
split_feature=1447 1447 1447 160 2 483 479 481 483 453 4 1375 2 3 52 457 151 456 480 48 402 133 133 133 49 16 484 15 42 1
split_gain=0.0025892 0.0107704 0.0103791 0.0117938 0.00803214 0.00577329 0.00343145 0.0063655 0.00342671 0.0035932 0.00744596 0.00366373 0.0139103 0.014371 0.0105055 0.0055626 0.026509 0.0103396 0.00670867 0.00425484 0.0106421 0.00848695 0.0301611 0.0203499 0.0136564 0.0169628 0.0161038 0.0159358 0.0118867 0.0121922
threshold=-0.085754999999999984 -0.084334999999999979 -0.086264999999999994 -0.52439499999999983 0.086950000000000013 0.087440000000000004 0.10713500000000002 -0.27443499999999993 0.13726000000000002 0.086430000000000021 -0.0043399999999999992 0.083830000000000002 0.088125000000000023 -0.084524999999999975 -0.037344999999999996 -0.085584999999999981 -0.0093999999999999986 -0.089384999999999978 -0.080689999999999984 0.083685000000000009 0.09277500000000001 0.085760000000000017 0.08622500000000001 0.084415000000000018 0.10969000000000002 0.38525000000000004 0.085790000000000019 -0.052074999999999989 -0.16797499999999996 0.090965000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 7 -3 9 11 -11 15 13 -13 -14 16 -9 -18 -17 21 -21 23 -23 -20 25 28 27 -26 -24 -30
right_child=1 6 -4 4 5 -7 -8 8 -10 10 -12 12 14 -15 -16 18 17 -19 19 20 -22 22 24 -25 26 -27 -28 -29 29 -31
leaf_value=0.002074910252399388 0.0017381485978451867 -0.001747707671131052 -0.0025326904020039364 -0.0016842174243081262 -0.00067551515189577538 0.0014727420850910924 0.0010620279811943572 0.0039212899017729798 0.0013040442467899993 0.0022190976445761574 -0.00011603592639504415 -0.0010630568442866206 -0.0026607866159691993 0.0027278542111162096 7.6212361454963682e-06 -0.0018495408911257984 0.0010701611096737907 -0.0021453659894177693 -0.00014043958511142818 0.00015736514022775369 0.0024111945541914217 0.0038783812874250792 -0.0020898826462640006 -0.0026140611454406205 -0.0016236606701140238 0.0030840199030492278 -0.0032634568924549967 0.0016651316433965873 0.00059613290718882404 -0.00053886134737135408
leaf_weight=21 36 21 20 37 29 22 30 20 20 22 36 20 36 20 25 20 20 20 1524 439 22 22 22 34 34 21 24 26 348 130
leaf_count=21 36 21 20 37 29 22 30 20 20 22 36 20 36 20 25 20 20 20 1524 439 22 22 22 34 34 21 24 26 348 130
internal_value=0 1.89125e-05 -0.000438654 -5.4427e-05 -0.000562564 0.000251184 -2.02538e-06 -1.2935e-05 -3.94488e-07 -9.43739e-06 0.000769704 -2.54226e-05 -0.00061685 0.000832399 -0.00156718 -3.50986e-06 0.000948695 -0.000537602 -2.49398e-05 -1.11484e-05 0.000264923 -6.93951e-05 0.000241275 -0.000194421 0.000109017 0.000299787 -0.00107421 -0.000198517 0.00018285 0.000287452
internal_weight=0 2992 129 109 88 51 2956 2926 2905 2885 58 2827 101 40 61 2726 60 40 2666 2646 461 2185 627 1558 605 521 84 60 500 478
internal_count=3121 2992 129 109 88 51 2956 2926 2905 2885 58 2827 101 40 61 2726 60 40 2666 2646 461 2185 627 1558 605 521 84 60 500 478
is_linear=0
shrinkage=0.1


Tree=1142
num_leaves=31
num_cat=0
split_feature=375 129 4 42 1186 3 15 49 0 0 13 130 39 132 47 1 12 11 2 8 11 156 155 155 40 1204 130 132 1186 399
split_gain=0.00255791 0.00306489 0.00919889 0.00910334 0.00819228 0.00621678 0.0160064 0.0066486 0.0114793 0.0124643 0.0102451 0.00484055 0.00673818 0.0041241 0.00468305 0.00524594 0.00677715 0.00565324 0.0209235 0.00903323 0.00756175 0.00992682 0.00838915 0.00703684 0.00539851 0.00504368 0.0134779 0.00501361 0.00478171 0.010457
threshold=0.089550000000000018 0.083780000000000007 -0.088784999999999989 -0.14899999999999999 0.057025000000000006 -0.092174999999999993 -0.069954999999999989 0.097685000000000008 -0.081584999999999977 -0.077429999999999985 -0.0090849999999999976 -0.22461999999999996 0.13128000000000004 0.13831000000000002 0.13827000000000003 0.14754500000000001 -0.23059999999999997 0.095720000000000013 0.10559 0.089545000000000013 0.090070000000000025 0.15608500000000003 0.12509500000000004 0.112835 0.11660000000000002 0.057120000000000011 0.12303500000000002 0.11942500000000002 0.068350000000000008 0.08832000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -4 8 10 -10 -7 -5 13 14 15 17 -17 19 -19 20 21 22 23 24 25 26 27 28 29 -13
right_child=-2 2 4 11 -6 7 -8 -9 9 -11 -12 12 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.002049211875683713 -0.0011272795457625763 0.0018435504566878082 0.0012685481069142539 -0.0013652548299153122 -0.0012594774327668789 0.00064234806244106344 -0.0025043739451338417 0.0023310621690359854 0.0031781583437502075 0.0002016843358219108 -0.0018598268041387202 9.6273648541013663e-06 0.0017100991863433436 -0.0012384727519626419 -0.0013069912127253636 -0.00020682489965111021 0.0023366178205998784 -0.0035596249578520658 0.00061604932082749047 0.0019109724136069418 0.0018470672096803109 -0.0021298915306529539 0.0016658176555453489 -0.0018846298079006375 -0.0016377690224908294 -0.0014621968016676281 0.0022475018845094989 0.0015776664193253966 0.0010329172773243384 -0.0011136337565149851
leaf_weight=22 20 35 22 26 37 36 23 21 24 34 30 2284 23 27 27 20 22 20 30 25 22 22 30 20 20 23 27 20 43 86
leaf_count=22 20 35 22 26 37 36 23 21 24 34 30 2284 23 27 27 20 22 20 30 25 22 22 30 20 20 23 27 20 43 86
internal_value=0 7.27044e-06 0.000334527 -2.29308e-05 0.000101859 0.000366961 -0.000659834 0.000685621 0.000406958 0.00143333 -0.000495004 -7.1061e-06 5.54595e-06 -8.6176e-06 3.49698e-06 1.65343e-05 0.00112545 -8.96369e-07 -0.00105422 1.91899e-05 9.78672e-07 -1.47937e-05 3.43273e-06 -1.6334e-05 -1.40559e-06 1.17749e-05 2.5556e-05 8.98138e-07 -1.21708e-05 -3.11323e-05
internal_weight=0 3101 262 2839 227 190 45 145 124 58 66 2817 2791 2768 2741 2714 42 2672 50 2622 2597 2575 2553 2523 2503 2483 2460 2433 2413 2370
internal_count=3121 3101 262 2839 227 190 45 145 124 58 66 2817 2791 2768 2741 2714 42 2672 50 2622 2597 2575 2553 2523 2503 2483 2460 2433 2413 2370
is_linear=0
shrinkage=0.1


Tree=1143
num_leaves=31
num_cat=0
split_feature=484 1451 1451 1420 156 1453 481 2 1447 403 43 403 50 1456 403 483 1 158 15 42 106 475 155 2 2 0 158 13 3 1204
split_gain=0.00229916 0.00294131 0.0043145 0.00395755 0.00451991 0.00387266 0.0043627 0.0230618 0.0136154 0.0111651 0.0240634 0.00883015 0.00527023 0.0062236 0.00485129 0.0049805 0.012824 0.00559412 0.00890348 0.00979897 0.00602054 0.00542991 0.00731679 0.00574284 0.0182657 0.0152001 0.0150556 0.0142416 0.0141436 0.0124791
threshold=-0.52850499999999989 0.091400000000000009 0.083235000000000017 0.056520000000000008 0.16414500000000004 1.0000000180025095e-35 -0.087424999999999989 0.085485000000000019 1.0000000180025095e-35 -0.5492149999999999 -0.041049999999999996 -0.53762499999999991 -0.47248999999999991 0.088910000000000017 -0.52917499999999984 -0.096724999999999992 0.091095000000000023 0.10667500000000002 -0.085319999999999993 0.087195000000000009 0.088100000000000012 0.080035000000000009 0.13131500000000004 0.085345000000000018 0.085955000000000018 -0.14920999999999998 0.07968500000000002 -0.082014999999999991 0.10542000000000001 -0.082759999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9 10 -8 -11 -13 14 -14 16 -16 20 -19 -20 21 22 23 25 -25 -17 28 -28 -27 -26
right_child=1 -3 -4 -5 -6 -7 9 8 -10 11 -12 12 13 -15 15 17 -18 18 19 -21 -22 -23 -24 24 29 26 27 -29 -30 -31
leaf_value=-0.0010687445662915707 -0.0026767867022759414 0.0011096452411341793 -0.0014656856050714851 -0.00136019540507169 0.0015156880411086604 0.0013942958565894515 -0.00064464115913814076 -0.0011178511813657521 0.0021931151359307548 -0.0017140013226890007 0.0037005277983844283 0.0015889914102358274 0.0013598971387923317 -0.00081458629287761068 0.0024036796289562648 0.0027497012097307521 -0.00091174191678874191 0.00043482764265622553 -0.00018904284723768279 -0.0027901883823021004 0.0015365823279493132 0.0011211541094167461 -0.0014913647880541361 -0.001722247848537431 0.0020195698951660044 0.00010443658849768831 0.0038551775785163043 0.00057303076550268975 -0.0023607363225892188 -7.5135691333055084e-05
leaf_weight=20 35 24 20 21 20 20 26 23 27 30 25 21 27 91 28 23 20 38 28 30 26 43 33 67 29 769 20 39 24 1474
leaf_count=20 35 24 20 21 20 20 26 23 27 30 25 21 27 91 28 23 20 38 28 30 26 43 33 67 29 769 20 39 24 1474
internal_value=0 6.8929e-06 -1.70835e-06 7.86952e-06 1.73324e-05 7.39637e-06 -1.86197e-06 -0.000708047 0.000670071 1.87583e-05 0.00148534 -7.39405e-06 1.06972e-05 -1.10208e-06 2.61338e-05 1.27515e-05 0.00102225 -5.58222e-06 -0.000754952 -0.00153446 2.26626e-05 7.04897e-06 -1.22838e-05 7.67929e-06 -0.000106734 0.00021297 0.00014449 0.00168562 2.98286e-05 -3.47189e-05
internal_weight=0 3101 3077 3057 3036 3016 2996 85 50 2911 51 2860 2830 2809 2718 2691 48 2643 96 58 2547 2521 2478 2445 1570 875 852 59 793 1503
internal_count=3121 3101 3077 3057 3036 3016 2996 85 50 2911 51 2860 2830 2809 2718 2691 48 2643 96 58 2547 2521 2478 2445 1570 875 852 59 793 1503
is_linear=0
shrinkage=0.1


Tree=1144
num_leaves=31
num_cat=0
split_feature=130 39 376 9 8 13 4 13 52 13 15 33 9 10 10 4 1 30 2 1201 398 400 16 0 52 160 13 42 133 49
split_gain=0.00221448 0.00513444 0.0032818 0.00266524 0.00395497 0.00317638 0.00680805 0.00582791 0.0124038 0.00762046 0.033867 0.00337091 0.00509937 0.00772682 0.0158491 0.00764891 0.00725489 0.00713057 0.00559899 0.00304885 0.00383088 0.00979541 0.00382595 0.00936654 0.00890085 0.0122557 0.00679185 0.00621149 0.00837956 0.0131792
threshold=-0.23123999999999997 0.15619500000000003 0.11690000000000002 0.10860500000000002 0.089545000000000013 -0.49353499999999995 0.41816000000000003 -0.40078499999999995 -0.063789999999999986 -0.17933499999999997 -0.079929999999999987 -0.012019999999999998 -0.085744999999999988 -1.0000000180025095e-35 -0.012544999999999999 0.053180000000000012 0.14554000000000003 0.087020000000000014 -0.0091949999999999983 -0.084114999999999981 0.10586000000000002 0.091560000000000016 0.064860000000000015 0.14486500000000005 0.091275000000000009 -0.072114999999999985 -0.087404999999999997 0.099760000000000015 0.10209000000000001 0.13173000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -7 10 -9 -11 17 14 15 -14 18 -13 -15 -20 21 22 23 -21 26 -26 -24 28 29 -28
right_child=1 -3 -4 -5 -6 7 -8 9 -10 11 -12 12 13 16 -16 -17 -18 -19 19 20 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0009776113867385151 0.00016078595423046815 -0.0016043326817452908 0.0012201091581532225 -0.0011562486161710694 0.0013082778369805413 -0.00050259252096077913 -0.0019507287287314494 0.0014559658739017323 0.0025013914876451187 -0.0011483345720916987 -0.0040927434382452207 -0.0023231730986894533 -0.00098088367376476522 -0.0014393399590281425 0.0034505369223188607 0.0014802880868639637 0.001859375207485365 0.000222871092740785 -0.001222054776735604 6.5027135355786149e-05 0.0011408794785772141 -0.0017344597130431794 -0.0015912498770506189 0.0021877643862916601 0.00014349144378987452 -0.0029902429718416759 0.00012282449794723325 -0.0014251459660174857 0.0016679564712831054 -0.00251551894354634
leaf_weight=23 37 20 22 20 23 27 26 22 28 25 22 22 28 27 20 23 21 22 20 2047 30 32 28 21 24 26 355 28 32 20
leaf_count=23 37 20 22 20 23 27 26 22 28 25 22 22 28 27 20 23 21 22 20 2047 30 32 28 21 24 26 355 28 32 20
internal_value=0 -7.25792e-06 3.11943e-06 -5.64162e-06 1.93814e-06 -8.03392e-06 -0.000710633 6.97073e-06 0.00102671 -1.24025e-05 -0.00131839 7.753e-06 1.79802e-05 3.48738e-05 0.00106468 0.000129057 7.90343e-06 -0.00105015 -6.55044e-06 7.97653e-06 1.72844e-05 4.38431e-06 2.5943e-05 8.6583e-05 -0.000218508 -0.00148605 -8.16245e-05 1.55468e-05 0.000114661 -1.78872e-05
internal_weight=0 3098 3078 3056 3036 3013 63 2950 55 2895 44 2851 2826 2782 71 51 2711 44 2690 2663 2643 2613 2581 2068 513 50 463 435 407 375
internal_count=3121 3098 3078 3056 3036 3013 63 2950 55 2895 44 2851 2826 2782 71 51 2711 44 2690 2663 2643 2613 2581 2068 513 50 463 435 407 375
is_linear=0
shrinkage=0.1


Tree=1145
num_leaves=31
num_cat=0
split_feature=1203 1203 131 1204 132 43 399 399 399 399 1203 3 129 43 13 13 157 12 11 11 1 14 3 52 11 157 0 43 11 43
split_gain=0.00224466 0.00397618 0.00356189 0.00877516 0.00531752 0.00742651 0.00338043 0.00460838 0.00476879 0.00377071 0.00403235 0.00352499 0.0084022 0.0117534 0.0107416 0.00808991 0.0126202 0.0106311 0.016379 0.0227151 0.00790896 0.00719406 0.0141036 0.00625284 0.00834428 0.00602691 0.00482047 0.0268306 0.0139582 0.00576839
threshold=0.10970500000000001 0.10304500000000001 -0.076979999999999979 0.0025700000000000007 -0.41127499999999995 0.41370500000000004 0.10695000000000002 0.09141500000000001 0.088015000000000024 0.086815000000000017 0.085395000000000013 -0.13309499999999996 0.085550000000000015 -0.15879999999999997 0.11596500000000001 -0.07692499999999998 -0.051074999999999988 0.085055000000000006 0.087575000000000014 0.094350000000000003 0.084525000000000003 0.018475000000000002 0.086245000000000016 0.088785000000000017 0.084110000000000004 -0.28320499999999993 0.10455500000000001 -0.014584999999999999 -0.011194999999999998 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 9 10 11 12 13 20 15 23 25 -18 -19 -20 -6 26 -23 24 -15 -17 28 -28 -13 -30
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11 -12 21 -14 14 -16 16 17 18 19 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00097778670055590367 0.0010560017559328118 -0.001378159281531615 0.0015554544219577855 -0.0018385871322467351 -0.0022891142448096271 -0.0016876551947251966 0.0012740588552939396 -0.0011566890841897797 0.0011581117507173785 -0.0011152636034724613 0.0010215828601175395 0.0025138103307902138 0.0021593284347782966 -0.0007193156066350639 0.0026871537300758065 5.0065350951626907e-05 -0.0027331632043404337 0.0017371831056489436 -0.0038082054428135361 0.00057696119959776602 0.00029578623943962159 -0.0028419133351865011 0.00051977319077802051 0.0026417340990155937 0.0019509959293910386 0.0024756405447121889 0.00061482974263124687 -0.003616619149967016 2.1884648451588086e-05 -0.00064657400988881906
leaf_weight=37 20 21 22 26 29 26 21 34 36 30 39 22 23 25 20 20 22 27 21 27 20 26 24 20 22 21 43 23 2237 137
leaf_count=37 20 21 22 26 29 26 21 34 36 30 39 22 23 25 20 20 22 27 21 27 20 26 24 20 22 21 43 23 2237 137
internal_value=0 -6.81071e-06 2.5394e-06 -9.31869e-06 6.44564e-06 -4.93272e-06 9.80315e-06 7.97254e-07 1.43026e-05 -4.96499e-09 1.17428e-05 -2.27772e-06 0.00032351 0.000169409 0.000475051 0.000259236 -0.00017848 -0.000800206 -0.000233206 -0.00134155 -0.00123405 -4.07964e-05 -0.0012283 0.0011608 0.000530617 0.00129243 -1.66797e-05 -0.000859766 6.54388e-06 -1.66911e-05
internal_weight=0 3101 3080 3043 3017 2995 2969 2948 2914 2878 2848 2809 297 274 225 205 138 97 75 48 49 2512 50 67 47 41 2462 66 2396 2374
internal_count=3121 3101 3080 3043 3017 2995 2969 2948 2914 2878 2848 2809 297 274 225 205 138 97 75 48 49 2512 50 67 47 41 2462 66 2396 2374
is_linear=0
shrinkage=0.1


Tree=1146
num_leaves=31
num_cat=0
split_feature=375 38 131 1203 398 399 399 1201 1203 1203 129 403 3 0 403 132 132 1211 1213 1213 1213 399 2 1213 15 1213 481 4 1213 1211
split_gain=0.00226579 0.00252674 0.00247286 0.00375605 0.00297428 0.00687734 0.00656986 0.00358094 0.00369985 0.00389216 0.00339475 0.0111396 0.00571527 0.00716028 0.0062139 0.0036313 0.00417313 0.00405567 0.00544999 0.00882954 0.0127332 0.0116105 0.0115478 0.0061038 0.0104687 0.00576291 0.0102706 0.037355 0.0244022 0.0105003
threshold=0.089550000000000018 0.10657000000000001 0.13857500000000003 -0.093454999999999996 0.10071000000000001 0.091580000000000009 0.089505000000000015 -0.081779999999999978 0.10304500000000001 0.089165000000000008 0.091700000000000018 0.089965000000000017 -0.092174999999999993 -0.083554999999999977 -0.079704999999999984 0.13699000000000003 0.11942500000000002 0.12711000000000003 0.17417500000000002 0.104315 0.087530000000000011 0.086815000000000017 0.084515000000000021 0.060985000000000004 0.040760000000000005 0.04198000000000001 -0.086729999999999988 -0.077834999999999988 0.0036000000000000003 0.087635000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 9 10 15 12 -12 -14 -15 16 17 18 19 20 21 23 -23 25 -25 26 27 -9 29 -28
right_child=-2 -3 -4 4 -6 -7 -8 8 -10 -11 11 -13 13 14 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.0013720690947957338 -0.0010609587686485611 0.00098851150385319037 -0.0010578597049144183 0.0012477947297789482 -0.00087050968581118084 0.0013822773885395793 -0.0016917935167641745 0.00471883369859175 -0.0012968090582448483 0.001329967537789013 -0.00095889991078163613 0.0025942389071652934 -0.00039413361333903268 2.5703279534354805e-05 0.0023335600521282424 -0.0013102364242182708 0.0013839295444389185 -0.0013253785082876371 0.0011388626409461723 -0.0017724866577391995 0.0021840152223236288 -7.1660909313885936e-05 -0.0034291611216031013 -0.00015048741780478381 0.0027812404890677762 -0.0017257731832796708 -6.4418823139507245e-05 -2.2553281258253092e-06 -0.0034580501406231805 0.00144563899226883
leaf_weight=20 20 26 22 23 39 36 23 21 22 22 36 21 44 20 28 22 21 24 40 29 26 21 20 29 21 20 2274 83 21 47
leaf_count=20 20 26 22 23 39 36 23 21 22 22 36 21 44 20 28 22 21 24 40 29 26 21 20 29 21 20 2274 83 21 47
internal_value=0 6.84268e-06 -1.45761e-06 6.15485e-06 -2.85217e-06 8.44998e-06 -8.27002e-06 4.92283e-06 -4.89381e-06 4.94084e-06 -5.22324e-06 0.000459533 0.000109308 0.000527303 0.00137195 -3.06917e-05 -2.02542e-05 -3.12736e-05 -1.95622e-05 -3.73022e-05 -1.78209e-05 -4.02095e-05 -0.00170947 -1.30078e-05 0.00108084 -3.51864e-05 -2.13631e-05 0.000951041 -6.45442e-05 -3.38403e-05
internal_weight=0 3101 3075 3053 3033 2994 2958 2935 2912 2890 2868 149 128 92 48 2719 2697 2676 2652 2612 2583 2557 41 2516 50 2466 2446 104 2342 2321
internal_count=3121 3101 3075 3053 3033 2994 2958 2935 2912 2890 2868 149 128 92 48 2719 2697 2676 2652 2612 2583 2557 41 2516 50 2466 2446 104 2342 2321
is_linear=0
shrinkage=0.1


Tree=1147
num_leaves=31
num_cat=0
split_feature=1210 1210 52 42 1210 3 12 12 12 43 4 2 42 12 43 15 13 12 50 4 15 133 12 1209 13 156 475 1429 49 12
split_gain=0.00227003 0.00322179 0.0047433 0.00655022 0.00349261 0.0142747 0.00302937 0.0153178 0.0303033 0.0259084 0.020511 0.0150525 0.0138076 0.0127677 0.0167466 0.0126747 0.0120831 0.0114228 0.0153668 0.014158 0.0306708 0.0163253 0.0098461 0.00985877 0.00969172 0.00869706 0.00896284 0.0104992 0.0121815 0.0208495
threshold=-0.42132499999999995 -0.08453999999999999 0.086040000000000019 0.086555000000000007 -0.077744999999999995 -0.088784999999999989 0.09141500000000001 0.090020000000000017 0.089570000000000025 -0.013024999999999998 -0.073934999999999987 0.086000000000000007 0.090240000000000015 0.09202500000000001 -0.013819999999999997 0.088495000000000018 -0.074044999999999986 0.088615000000000013 0.10965000000000001 0.022185000000000003 -0.024814999999999997 -0.012164999999999999 0.088435000000000014 -0.077874999999999986 -0.039649999999999998 -0.089089999999999989 0.05680000000000001 -0.050194999999999997 0.09567500000000001 0.094070000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 7 8 17 10 -9 -10 -12 14 16 -11 -8 22 19 20 -19 24 23 -6 -22 -15 27 -27 -29 -30
right_child=1 4 -4 -5 6 -7 13 9 11 15 12 -13 -14 25 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.00094907229579985143 0.0010738390380328592 -0.00072119792888837835 -0.001709681630772711 -0.0010630420794768725 0.0021228740084639174 0.0026689797725892913 0.0018888586973771452 0.0026104078458791431 0.00061801432796831555 -0.0016144554300661831 -0.0030034081699947517 0.0040909486858604046 0.00038868726021194436 0.00210555128112901 0.0039009681850438942 -0.0048433845443651077 -0.0014088367857038977 0.0035282236081548035 -0.0035225706914206972 -0.0026059820805676283 0.0017865790364642938 -0.0029560499475337568 0.0020533822132679431 -5.7752884039378572e-05 -0.0012892886623740198 0.0021658525407395285 -0.0016463597261463293 0.00017986379797482676 -0.0038155656307935718 -0.0003542569519799036
leaf_weight=25 26 27 27 32 21 23 25 22 24 31 21 26 28 20 20 20 20 20 20 25 21 25 23 1630 20 23 32 690 20 134
leaf_count=25 26 27 27 32 21 23 25 22 24 31 21 26 28 20 20 20 20 20 20 25 21 25 23 1630 20 23 32 690 20 134
internal_value=0 -7.6637e-06 -0.000614811 -0.00010513 9.47596e-06 0.000838284 -4.51944e-06 -7.58789e-05 -4.49456e-06 -0.00116127 7.38119e-05 0.00242394 -0.00106507 0.000138852 0.00149329 -0.0028807 0.000423216 -7.17642e-05 -0.000971033 -0.000511297 9.76234e-05 -0.000941952 -1.39131e-06 -3.00163e-05 0.000286156 4.30538e-05 -2.83051e-06 5.78303e-05 3.84214e-07 -0.000803778
internal_weight=0 3096 85 58 3011 50 2961 1977 1855 122 71 50 49 984 65 51 45 1805 131 111 86 66 1674 1651 41 919 899 867 844 154
internal_count=3121 3096 85 58 3011 50 2961 1977 1855 122 71 50 49 984 65 51 45 1805 131 111 86 66 1674 1651 41 919 899 867 844 154
is_linear=0
shrinkage=0.1


Tree=1148
num_leaves=31
num_cat=0
split_feature=1429 1426 1426 1428 157 52 1 52 157 156 1420 156 474 159 159 159 0 157 49 156 1372 480 42 13 4 3 403 403 1208 403
split_gain=0.00216163 0.00764123 0.00419366 0.00351849 0.00933694 0.0032459 0.0174883 0.00629412 0.00491965 0.00629603 0.00397244 0.00393033 0.0041036 0.00448669 0.0135557 0.009649 0.00781144 0.00427146 0.0188079 0.0286814 0.0126322 0.00452404 0.0138253 0.0103865 0.0125461 0.0126399 0.00839182 0.00961554 0.0123127 0.0340518
threshold=-0.23752499999999996 -0.089244999999999977 -0.052649999999999995 -0.071779999999999997 0.63334000000000013 -0.56176499999999996 0.099195000000000019 -0.55252499999999982 0.23903500000000003 -0.092624999999999985 -0.080064999999999983 -0.067809999999999981 0.11147000000000001 -0.47115499999999993 -0.46267499999999995 -0.43709499999999996 -0.07929499999999999 -0.087424999999999989 -0.0069299999999999995 0.087575000000000014 -0.087494999999999976 0.086995000000000017 0.094725000000000018 -0.084154999999999994 -0.083644999999999983 -0.078244999999999995 -0.55327499999999985 -0.54856499999999986 0.099975000000000008 -0.5335399999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 -7 9 -9 -11 -12 13 16 -15 -16 -13 18 -17 -20 -19 26 23 -23 -25 -26 -22 -28 -29 -30
right_child=1 2 3 4 -6 7 -8 8 -10 10 11 12 -14 14 15 17 -18 20 19 -21 21 22 -24 24 25 -27 27 28 29 -31
leaf_value=-0.00098774194167080263 0.0018640603542073885 -0.001163488767117322 -0.0012844188072319543 -0.00076290461925211661 0.0019790344663003149 -0.0015946207814849915 0.0030808648536913099 -0.0016259017701183136 0.0014247004071269963 0.0011084753645263846 -0.0011139532587549183 0.00033404280198737982 0.0011638933338690548 0.0021174175606574865 -0.0020162018089952957 0.0013024082125136349 -0.0024608521768823268 0.0023555762245846185 -0.0034109006847996316 0.00080704704741947359 0.0018940673675388099 -0.0027132560731843117 0.0011068265129988259 0.0016310483857523651 -0.0032920782599831001 -0.00010613446180341822 -0.0020661946989341895 4.3992458501585889e-07 0.0047881256497930742 -0.00050435637183968097
leaf_weight=22 22 31 21 29 24 25 20 24 24 32 32 20 30 30 24 33 20 23 38 28 24 30 37 20 20 33 22 2332 20 31
leaf_count=22 22 31 21 29 24 25 20 24 24 32 32 20 30 30 24 33 20 23 38 28 24 30 37 20 20 33 22 2332 20 31
internal_value=0 7.01204e-06 -6.26553e-06 5.51186e-06 1.44668e-05 -1.24455e-06 0.000805981 -1.46436e-05 -1.14877e-06 -1.29367e-05 5.09339e-07 -1.19441e-05 5.8319e-07 -1.1948e-05 3.37379e-06 -1.99858e-05 -0.0010634 -2.18232e-06 -0.000646843 -0.00162147 2.24401e-05 1.5518e-06 -0.000551201 -0.0011468 -0.000503055 -0.00130838 3.34107e-05 1.48429e-05 3.40551e-05 0.00157113
internal_weight=0 3099 3077 3046 3025 3001 49 2952 2927 2903 2879 2847 2815 2785 2745 2715 40 2691 99 66 2592 2569 140 103 73 53 2429 2405 2383 51
internal_count=3121 3099 3077 3046 3025 3001 49 2952 2927 2903 2879 2847 2815 2785 2745 2715 40 2691 99 66 2592 2569 140 103 73 53 2429 2405 2383 51
is_linear=0
shrinkage=0.1


Tree=1149
num_leaves=31
num_cat=0
split_feature=160 160 1212 483 133 483 42 133 12 42 12 16 12 1446 1 133 133 159 483 13 1447 13 1447 52 1 1 51 1 0 51
split_gain=0.00255393 0.00821563 0.00632918 0.0128606 0.0100131 0.0111035 0.0239559 0.013818 0.00765218 0.0284504 0.0190739 0.00923224 0.0107005 0.00995745 0.00855201 0.0110345 0.00844498 0.00827503 0.00678938 0.0065272 0.00606058 0.0185818 0.0170652 0.00535109 0.0123453 0.00497373 0.00426083 0.0161625 0.0155679 0.012667
threshold=-0.089549999999999991 -0.087874999999999995 0.087615000000000012 0.11494000000000001 0.099660000000000012 0.10143000000000001 0.10077000000000001 0.09112000000000002 0.090695000000000012 0.088200000000000014 0.092995000000000008 -0.14158499999999996 0.087765000000000024 0.086550000000000002 0.08844500000000001 0.08622500000000001 0.083950000000000011 -0.041644999999999995 0.088610000000000008 -0.053889999999999993 -0.085684999999999997 -0.085744999999999988 -0.084149999999999989 0.51307000000000014 0.096575000000000008 0.089175000000000018 0.10027500000000002 0.10337500000000001 -0.019414999999999998 0.095820000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 9 11 -10 17 13 14 15 16 -13 -1 -19 -6 21 -3 -22 26 -25 -12 29 -28 -29 -24
right_child=1 20 -4 -5 19 -7 -8 -9 10 -11 25 12 -14 -15 -16 -17 -18 18 -20 -21 22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.0023722720295402478 -0.0018082268267440107 -0.00051627368666231634 -0.0013116736645595387 0.0025462263748825837 -0.0023742685317605112 -0.0015594121047640863 0.0035984273078729923 0.0026944476529024543 0.0030616105816859223 -0.0031180659277918587 -0.00086620954464056664 0.0010548611989978588 0.0027880424773320555 -0.0016914560326508116 -0.00073906351181287928 -0.00036589450620371725 0.0036201097270739933 -0.0012605265594902448 0.0013451172364875674 7.1802955353632576e-05 -0.0029555441712727773 0.0029339821371077387 -1.5153590825988672e-05 -0.0028493616319749328 0.0006221475824713707 0.0010526054263622923 0.0017259306665437181 0.00043000027436507259 -0.0024716952280141417 -0.0023737001693402622
leaf_weight=22 26 37 26 24 24 29 23 22 28 29 35 33 20 21 31 29 21 20 20 20 20 27 2288 21 20 22 64 71 25 23
leaf_count=22 26 37 26 24 24 29 23 22 28 29 35 33 20 21 31 29 21 20 20 20 20 27 2288 21 20 22 64 71 25 23
internal_value=0 -3.94631e-05 0.000207359 0.000290858 0.000170304 0.000325958 0.000471372 0.000267626 0.000106327 -0.000176305 0.000924295 0.000216834 0.000629362 0.000309557 0.000678165 0.00120749 0.00205246 -0.000814487 4.22953e-05 -0.00126242 -2.17482e-05 0.000939303 -4.60402e-05 -2.28754e-05 -0.00115594 -0.000125614 -4.075e-06 0.000494983 -0.00032565 -3.86268e-05
internal_weight=0 2622 499 473 449 405 376 353 331 246 85 217 155 135 114 83 54 62 40 44 2596 64 2532 2512 41 57 2471 160 96 2311
internal_count=3121 2622 499 473 449 405 376 353 331 246 85 217 155 135 114 83 54 62 40 44 2596 64 2532 2512 41 57 2471 160 96 2311
is_linear=0
shrinkage=0.1


Tree=1150
num_leaves=31
num_cat=0
split_feature=1444 160 453 4 1375 1 1375 48 48 457 48 160 0 149 51 2 13 1 49 15 4 43 3 49 15 154 474 474 156 0
split_gain=0.00232832 0.00346449 0.00241204 0.00642343 0.00270574 0.0101792 0.0107238 0.00397099 0.00869927 0.0106049 0.00986667 0.022321 0.00731605 0.00671846 0.00659385 0.011884 0.00931861 0.0234617 0.0191014 0.0172242 0.0100475 0.00689403 0.0122652 0.00754768 0.0109217 0.00601418 0.0118677 0.00864355 0.0116826 0.00558903
threshold=-0.082369999999999985 -0.014869999999999998 0.086430000000000021 -0.0043399999999999992 0.084315000000000015 0.095695000000000016 0.088145000000000015 0.083685000000000009 0.086425000000000016 0.080930000000000016 0.087310000000000013 0.11205000000000002 -0.24955499999999997 1.0000000180025095e-35 0.10501000000000001 0.14753000000000002 -0.0097949999999999982 0.099660000000000012 0.09567500000000001 -0.089964999999999976 -0.026489999999999996 -0.080324999999999994 -0.078724999999999976 0.10858500000000001 -0.09095499999999998 0.085530000000000009 -0.25711499999999993 -0.084054999999999977 0.089770000000000016 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 7 6 -6 12 9 -9 -10 13 -2 14 16 29 20 18 -18 -19 -12 22 -22 24 -23 26 -14 28 -28 -16
right_child=2 -3 3 -5 5 -7 -8 8 10 -11 11 -13 25 -15 15 -17 17 19 -20 -21 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0014673316904988427 0.0016777168920574089 -0.00028330730274319651 0.0019758156807669863 -0.00018191528329594264 -0.0013635758636935083 -0.0023250417803258945 0.0012620364182761737 0.0030105964416482795 -0.0019179027426340011 0.00026509632863213912 0.0018530427827499808 0.0033869883993507496 -0.0019463382264160935 -0.001579877402400598 -0.00099213801117406953 -0.0027026236855557991 0.00093063555325864373 0.0048488158605654134 -0.0026871022349223496 0.00093499621447256731 -0.00011174815196735675 0.0016881587256382152 -0.0031855024375198856 -0.0015717792313634641 -0.00068157558153207241 0.0016499308537459003 -0.00046092301120304247 -9.2577180993074496e-05 0.0026434485084825647 0.00096146888090515865
leaf_weight=26 24 20 22 37 28 24 35 24 23 34 23 21 34 24 27 21 54 22 20 23 34 41 21 21 37 20 22 2300 27 32
leaf_count=26 24 20 22 37 28 24 35 24 23 34 23 21 34 24 27 21 54 22 20 23 34 41 21 21 37 20 22 2300 27 32
internal_value=0 0.000706184 -1.05641e-05 0.000622662 -2.29514e-05 -0.000572527 9.50976e-05 -6.62742e-06 0.000249392 0.00140117 9.89349e-05 0.000209118 -5.95824e-05 4.22803e-05 0.000145822 -0.000659698 0.00036353 0.00104782 -4.71314e-05 0.00284842 -9.6532e-05 -0.000387702 -0.00128536 0.000110998 0.000564054 -7.69337e-05 -9.14269e-05 -6.45784e-05 0.00124965 6.74454e-05
internal_weight=0 46 3075 59 3016 87 63 2929 502 58 444 421 2427 400 376 80 296 119 74 45 177 154 55 99 78 2403 2383 2349 49 59
internal_count=3121 46 3075 59 3016 87 63 2929 502 58 444 421 2427 400 376 80 296 119 74 45 177 154 55 99 78 2403 2383 2349 49 59
is_linear=0
shrinkage=0.1


Tree=1151
num_leaves=31
num_cat=0
split_feature=1425 156 155 156 1 1419 482 484 484 44 1447 3 481 1447 159 479 1447 133 484 15 15 39 42 42 43 42 484 484 3 484
split_gain=0.00228037 0.00373206 0.00329671 0.00363171 0.00959714 0.00287761 0.00289335 0.00840285 0.00421427 0.0034655 0.00334511 0.0102323 0.00914606 0.00831736 0.0053056 0.00474268 0.00716737 0.00525365 0.00425338 0.0139806 0.00877269 0.0151349 0.00427001 0.0168654 0.0497188 0.0368629 0.0165537 0.00761044 0.0205103 0.00955555
threshold=0.10129000000000002 0.14862 0.11562500000000002 -0.090889999999999985 0.086720000000000005 0.091465000000000005 0.11816500000000001 0.29764000000000007 0.12955000000000003 0.094585000000000016 -0.085804999999999979 -0.086224999999999982 -0.086484999999999992 -0.084334999999999979 -0.092414999999999983 0.10713500000000002 0.022105000000000003 0.084760000000000016 0.10126500000000001 -0.067579999999999987 -0.56020999999999987 0.15619500000000003 0.084695000000000006 0.083995000000000014 -0.082389999999999977 0.083715000000000026 0.089765000000000011 0.064170000000000019 -0.08323499999999999 0.0038100000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 10 11 -5 -13 -12 -14 16 18 -18 20 -20 -15 22 23 25 -25 26 -22 29 -29 -24
right_child=-2 -3 -4 5 -6 -7 -8 -9 -10 -11 13 12 14 15 -16 -17 17 -19 19 -21 21 -23 27 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00034911391196836689 -0.00085340288482726578 0.0011002633624875378 -0.00094070519836669851 -0.0023354809917509557 0.0024206681997218931 -0.0008940002829250362 0.00088423038832843306 -0.0019987748691900858 0.0011324187641906919 0.0010649174880624438 0.0014554871456661763 0.0018333681242074817 0.00010113690578792659 0.0016563594205308619 -0.0018700084765441716 0.0013031413394923288 -0.0025034330024936938 -0.00021134852897375823 -0.0024726259466011213 0.00058711823385237949 -4.8565186551099553e-05 -0.0027498196138185452 0.00015914365168305218 0.00048777270689292032 -0.0055153093480674389 0.0033854313750541019 -0.0023490087343816415 -0.00056782828659975319 0.0032265878702414093 -0.0018229336738586428
leaf_weight=29 31 31 37 25 22 36 37 21 33 30 39 20 36 32 22 27 20 20 28 32 1391 20 898 37 22 31 32 29 28 25
leaf_count=29 31 31 37 25 22 36 37 21 33 30 39 20 36 32 22 27 20 20 28 32 1391 20 898 37 22 31 32 29 28 25
internal_value=0 8.56165e-06 -2.50169e-06 8.98525e-06 0.000845694 -5.37765e-06 5.52199e-06 -5.69686e-06 8.85116e-06 -4.18602e-06 -1.55837e-05 -0.000574941 -1.06653e-05 5.66815e-06 -0.000646539 -1.54931e-05 -2.89537e-05 -0.00135739 -8.55541e-06 -0.000840762 1.10644e-05 -9.88643e-06 1.20946e-05 -9.32342e-05 -0.00175066 -2.59794e-05 -0.000100297 0.000174709 0.0012961 0.000105458
internal_weight=0 3090 3059 3022 51 2971 2935 2898 2877 2844 2814 103 78 2711 58 2672 2645 40 2605 60 2545 2513 2493 1513 59 1454 1423 980 57 923
internal_count=3121 3090 3059 3022 51 2971 2935 2898 2877 2844 2814 103 78 2711 58 2672 2645 40 2605 60 2545 2513 2493 1513 59 1454 1423 980 57 923
is_linear=0
shrinkage=0.1


Tree=1152
num_leaves=31
num_cat=0
split_feature=1208 16 15 1208 403 403 400 0 1203 1204 394 400 131 1203 398 132 132 13 393 13 1186 1186 0 51 51 484 48 0 48 151
split_gain=0.00225996 0.0171873 0.00982282 0.00341037 0.00293064 0.004707 0.00237665 0.0150208 0.0034105 0.0139747 0.0101901 0.00544621 0.00291742 0.0080724 0.00562547 0.00767579 0.0152447 0.0151835 0.00533904 0.00519761 0.00399357 0.00829326 0.00965155 0.00389563 0.0122667 0.00921375 0.0175664 0.0166089 0.0133518 0.0202801
threshold=0.098655000000000007 -0.072359999999999994 0.091475000000000015 0.080860000000000015 -0.55157999999999985 -0.52917499999999984 -0.090784999999999991 -0.082184999999999994 0.089005000000000015 -0.081919999999999979 0.12358500000000001 -0.076444999999999985 -0.076979999999999979 -0.054459999999999988 0.10586000000000002 -0.084389999999999979 -0.41127499999999995 -0.0087749999999999981 0.098330000000000015 -0.019614999999999997 0.090275000000000008 0.057025000000000006 -0.094299999999999981 0.082455000000000014 0.067785000000000012 -0.070054999999999992 0.089350000000000013 -0.092759999999999995 0.11247500000000001 -0.010154999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 7 -7 10 -10 12 -11 -8 -14 15 16 -15 19 20 -18 21 23 -23 24 -17 27 -27 -25 29 -28
right_child=1 -3 -4 -5 5 6 8 -9 9 11 -12 -13 13 14 -16 18 17 -19 -20 -21 -22 22 -24 25 -26 26 28 -29 -30 -31
leaf_value=-0.00090655621939471787 -0.00036168036192817533 0.0015693373177782634 -0.0033918954432010651 0.0011999628690925117 0.0013534831492087018 0.0022452299691865158 0.00092465209485398554 -0.00097333804045900195 -0.0029261633043643088 0.0014807352435309441 0.0022551064398430754 -0.00073321704094996682 -0.0018472227510452893 0.001422912574542517 0.001587399769976566 -1.9017851066305311e-05 -0.0014587428733648267 -0.0033627388220087723 0.0014683838338823991 0.00066921896385875623 0.0012332631561618587 1.190518766331176e-05 -0.0029236457310616972 -0.0028157790983095767 -0.0025071783666498963 0.0010187389776352316 0.0010743088376633145 0.00057959499929839859 0.00082633026953165742 -0.0024620792327914387
leaf_weight=35 23 24 20 24 26 29 33 29 20 20 20 25 24 22 22 2129 24 29 25 22 26 24 21 25 20 224 24 34 48 50
leaf_count=35 23 24 20 24 26 29 33 29 20 20 20 25 24 22 22 2129 24 29 25 22 26 24 21 25 20 224 24 34 48 50
internal_value=0 -0.000574514 -0.00177108 1.26039e-05 3.19912e-06 1.38306e-05 2.0991e-06 0.000635946 -1.05299e-05 -0.000726754 5.82795e-06 0.000250762 -1.00905e-05 -2.11347e-05 -5.30731e-06 -1.80629e-05 -0.000891777 -0.00157075 1.39183e-05 -0.000441022 6.62937e-08 -1.22704e-05 -0.00135802 1.14409e-05 -4.21743e-05 0.000295932 0.000492893 -0.000859123 -0.000472596 -0.00131514
internal_weight=0 67 43 3054 3030 2995 2969 58 2911 65 2846 45 2826 2793 2769 2747 97 75 2650 46 2625 2599 45 2554 2149 405 346 59 122 74
internal_count=3121 67 43 3054 3030 2995 2969 58 2911 65 2846 45 2826 2793 2769 2747 97 75 2650 46 2625 2599 45 2554 2149 405 346 59 122 74
is_linear=0
shrinkage=0.1


Tree=1153
num_leaves=31
num_cat=0
split_feature=133 399 12 132 1186 393 0 52 1213 133 399 131 400 131 131 400 1176 130 129 394 3 3 3 3 13 484 151 402 1209 14
split_gain=0.00238971 0.00270752 0.00483447 0.00318956 0.0312272 0.0179297 0.00992324 0.0127928 0.00791318 0.00847648 0.0125276 0.00389099 0.00603831 0.00422654 0.00969047 0.00712937 0.00399108 0.003748 0.00970717 0.00527607 0.0053486 0.0441514 0.0265403 0.0178413 0.0370773 0.0153421 0.0152052 0.00903033 0.00835897 0.00774771
threshold=-0.54084999999999994 0.093190000000000009 0.09320500000000001 -0.083284999999999984 1.0000000180025095e-35 0.10992000000000002 -0.072269999999999987 0.095415000000000014 -0.081599999999999992 -0.37971999999999995 0.087170000000000011 0.13602500000000003 -0.089464999999999989 0.11863000000000001 0.11644500000000001 -0.064794999999999978 0.085295000000000024 0.10367000000000003 0.10484500000000001 -0.096774999999999986 -0.086049999999999988 -0.086424999999999988 -0.085384999999999975 -0.087429999999999994 -0.085669999999999982 0.068975000000000009 -0.41619999999999996 0.2506000000000001 -0.087714999999999987 0.08104500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 11 7 8 -2 -10 -11 12 -5 14 15 -14 17 19 -19 -17 21 23 -22 26 -25 -26 -21 28 -24 -28
right_child=1 2 -4 5 -6 -7 -8 -9 9 10 -12 -13 13 -15 -16 16 -18 18 -20 20 22 -23 27 24 25 -27 29 -29 -30 -31
leaf_value=0.00079888064898802225 0.0015341801685281099 -0.0015837473305070711 0.00035764410858973861 -0.0014250515944634874 0.0039390351707962431 -0.002933619230697375 -0.0020578055272132837 0.0024974943493448554 -0.0024338503263425081 0.0013742667059564303 -0.0014052564127589851 0.0010469985147938132 0.001586565059759388 -0.0010603209365964742 0.002155551312690867 -0.0016304002841934563 0.001192280372466754 -0.0019313282825433734 0.00078048246002502067 0.0029384229402057826 -0.0028188735694857315 0.0036933455258674388 0.0014934129006077355 -0.004645861336030066 0.001684016936425386 -0.0018916069063596383 0.00022494602277545154 -0.0021516970102675261 -4.5970201979382962e-05 -0.0012867627927334981
leaf_weight=37 21 29 23 30 22 21 22 21 20 31 34 35 28 37 21 20 27 33 22 20 35 35 36 24 28 21 582 20 1750 36
leaf_count=37 21 29 23 30 22 21 22 21 20 31 34 35 28 37 21 20 27 33 22 20 35 35 36 24 28 21 582 20 1750 36
internal_value=0 -9.5845e-06 -0.000725055 2.6861e-06 0.000422215 -2.23889e-05 -9.70471e-05 0.000242612 -0.00020411 -0.00063357 -7.96377e-05 -8.62148e-07 -1.39371e-05 1.31823e-06 1.56647e-05 -8.74716e-07 -1.74044e-05 -2.96739e-05 -0.000846604 -1.24391e-05 6.9281e-08 0.00022595 -9.14609e-05 5.52625e-05 -0.00142564 0.000151607 0.000224708 -3.86041e-05 -1.49412e-05 0.000136885
internal_weight=0 3084 52 3032 171 2861 149 127 106 85 65 2840 2805 2775 2738 2717 2689 2662 55 2607 2587 746 1841 711 73 49 638 1806 1786 618
internal_count=3121 3084 52 3032 171 2861 149 127 106 85 65 2840 2805 2775 2738 2717 2689 2662 55 2607 2587 746 1841 711 73 49 638 1806 1786 618
is_linear=0
shrinkage=0.1


Tree=1154
num_leaves=31
num_cat=0
split_feature=1203 1203 132 393 1208 50 4 1211 1211 1212 403 2 2 15 479 15 130 130 43 16 403 15 403 403 0 1212 128 128 131 400
split_gain=0.00224183 0.00326805 0.0196122 0.0104363 0.00329814 0.0169855 0.0523515 0.00283501 0.00599753 0.00327689 0.00590903 0.023739 0.00524133 0.00422835 0.0109961 0.00698534 0.00652057 0.0077476 0.00516852 0.00851092 0.00479976 0.00717571 0.00408306 0.00497714 0.0117085 0.00455164 0.00579456 0.0168699 0.00736704 0.00574293
threshold=0.10970500000000001 0.089005000000000015 -0.083284999999999984 0.12069000000000002 0.097165000000000015 0.089465000000000017 -0.078629999999999992 0.12711000000000003 0.11541000000000001 0.11534000000000001 -0.5335399999999999 0.083935000000000023 0.090175000000000019 0.12044500000000001 0.11327500000000001 0.13592500000000005 -0.22562499999999999 -0.11198999999999999 -0.095049999999999982 -0.012324999999999997 -0.44023999999999991 0.087260000000000018 -0.41825499999999993 -0.15498499999999996 -0.083804999999999977 0.10167000000000001 0.11059000000000001 0.11976500000000002 -0.076979999999999979 0.10931000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 6 -6 8 9 10 11 -1 -11 14 16 -15 -12 -18 -17 -20 21 -19 -22 24 -24 26 28 -28 -25 -30
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 12 13 -13 -14 15 -16 18 17 20 19 -21 22 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=-0.0012644777600855932 0.0010553350657573901 0.0014724497271236033 -0.0021155376023111439 0.0022848904014972507 -0.0056233048124704511 0.0017529078855295665 0.0010754051431181974 -0.0010514934528619052 0.0017437074542976919 -0.0019850119748818025 -0.0016497429683416461 0.0031074198394047993 0.00027696410252247005 0.0017435490806949222 -0.0023061431600667893 0.0015081783759524116 0.0017237394188459104 0.00032647361629642549 -0.0017909571556374432 0.00051959839415344916 0.0012532803838929305 -0.0022634543923904069 -0.0026807212463134658 0.0019321679534914438 0.00016406428886768529 0.0011320753559832357 -0.0033015152355073949 0.00053033621171144423 2.0205993025953476e-05 -0.0015676413591870148
leaf_weight=23 20 25 39 20 20 20 28 25 20 21 24 27 20 36 21 20 26 20 25 44 26 23 23 20 39 36 20 27 2360 23
leaf_count=23 20 25 39 20 20 20 28 25 20 21 24 27 20 36 21 20 26 20 25 44 26 23 23 20 39 36 20 27 2360 23
internal_value=0 -6.80643e-06 -0.00071398 8.09615e-06 -6.99696e-06 -0.000695538 -0.00171572 8.87988e-06 1.7946e-05 6.06059e-06 1.87726e-05 0.00109635 -0.000881609 -3.80878e-07 -2.68196e-05 0.000568158 -8.87219e-06 6.02788e-06 9.27187e-05 -0.000317559 -1.10377e-05 -0.00105884 6.46637e-06 -6.25622e-06 -0.000891259 1.58155e-05 -5.86725e-07 -0.00110024 2.09212e-05 4.88057e-06
internal_weight=0 3101 64 3037 3017 68 48 2949 2924 2904 2863 50 41 2813 2688 125 2667 2643 89 69 2617 43 2574 2548 62 2486 2450 47 2403 2383
internal_count=3121 3101 64 3037 3017 68 48 2949 2924 2904 2863 50 41 2813 2688 125 2667 2643 89 69 2617 43 2574 2548 62 2486 2450 47 2403 2383
is_linear=0
shrinkage=0.1


Tree=1155
num_leaves=31
num_cat=0
split_feature=1210 1210 133 16 403 403 3 1208 1209 15 132 15 132 15 12 2 131 132 132 160 15 132 4 0 160 2 0 13 13 13
split_gain=0.00230437 0.00256145 0.00431409 0.00525555 0.0032972 0.00444348 0.0136182 0.00560618 0.00399122 0.0113153 0.00248528 0.0159671 0.00932378 0.00875146 0.0158361 0.0125956 0.00750254 0.00535834 0.0127267 0.0166777 0.00474578 0.0298857 0.0157144 0.040396 0.0097423 0.00860522 0.0161883 0.0139915 0.0195111 0.00895034
threshold=-0.42132499999999995 -0.08453999999999999 -0.029034999999999995 -0.081299999999999983 -0.55157999999999985 -0.52917499999999984 -0.081164999999999987 0.106285 0.087170000000000011 0.085550000000000015 0.090050000000000005 0.097485000000000016 0.093160000000000007 -0.26481999999999994 0.085635000000000003 0.082850000000000021 0.11863000000000001 0.0041800000000000006 0.082230000000000011 -0.081399999999999986 0.091650000000000023 -0.083284999999999984 -0.081984999999999988 -0.077809999999999976 0.10070500000000002 0.092120000000000021 -0.08317999999999999 -0.081029999999999977 -0.072819999999999982 -0.064619999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 -6 8 10 -10 16 12 -12 -14 -15 -16 17 20 -19 -20 -7 -22 23 -23 25 26 -24 -28 -29 -27
right_child=1 4 3 -5 5 7 -8 -9 9 -11 11 -13 13 14 15 -17 -18 18 19 -21 21 22 24 -25 -26 29 27 28 -30 -31
leaf_value=0.00095622462173923853 -0.0015137027956855795 -0.0009437209338001494 -0.00091528205278640004 0.0010478965593501927 0.0028045352167365228 -4.448558506379585e-05 -0.0005759768613363401 -0.0016650917792139807 -0.00065067306238537036 0.0019789499794973784 -0.0014741320314036834 -0.0030217991315294058 -0.0012031048775703137 0.0026725277898367495 -0.0020603324911049148 0.00068751973890027955 -0.0016047834718067732 0.0024813000484209626 0.0018396732975142422 -0.001468191276570516 0.0039166626531038093 -0.0043505407216658711 0.0026427382192507919 0.00060060033131675383 0.002065694099292159 0.00036046963716319328 -0.0017045302268374582 0.0030676537656640556 -0.00043421158499280332 -0.0013760731575494707
leaf_weight=25 30 36 30 25 22 2133 26 20 30 36 37 20 31 30 22 69 28 30 27 35 22 26 35 45 33 71 29 26 41 51
leaf_count=25 30 36 30 25 22 2133 26 20 30 36 37 20 31 30 22 69 28 30 27 35 22 26 35 45 33 71 29 26 41 51
internal_value=0 -7.72146e-06 -0.000549084 -2.29281e-05 7.56111e-06 1.90724e-05 0.000973425 3.42196e-06 1.49012e-05 0.000783667 -2.95815e-06 -0.00033487 -5.05384e-05 0.000295994 0.000680061 2.32038e-05 2.3398e-05 4.09054e-05 0.000790473 -2.76696e-05 1.34531e-05 0.00033953 0.00011909 -0.00121249 0.000449658 0.000238871 0.000801685 0.000130468 0.000924721 -0.000365462
internal_weight=0 3096 85 55 3011 2975 48 2927 2907 66 2841 209 189 152 121 91 2632 2604 92 62 2512 379 357 71 286 253 131 96 67 122
internal_count=3121 3096 85 55 3011 2975 48 2927 2907 66 2841 209 189 152 121 91 2632 2604 92 62 2512 379 357 71 286 253 131 96 67 122
is_linear=0
shrinkage=0.1


Tree=1156
num_leaves=31
num_cat=0
split_feature=472 475 1425 475 155 3 52 1425 474 472 42 484 484 158 4 159 4 1455 1454 0 1456 1455 160 1447 1456 403 16 403 403 2
split_gain=0.00219715 0.0110291 0.00354614 0.00362483 0.0033303 0.0061337 0.00823137 0.00287963 0.00318391 0.00335095 0.00517252 0.00503621 0.00431102 0.00339174 0.00791946 0.00624824 0.0118977 0.00384766 0.00555254 0.0204266 0.00504012 0.00436234 0.0105215 0.00618316 0.0188246 0.0156272 0.0331162 0.0119845 0.0136665 0.0112578
threshold=-0.38234499999999999 0.16427000000000003 0.10129000000000002 -0.49729499999999999 0.10626500000000001 -0.084074999999999997 -0.53447999999999996 0.082985000000000017 -0.094124999999999986 -0.082054999999999975 0.085465000000000013 0.26920500000000008 0.15351500000000004 -0.4686749999999999 -0.023539999999999995 -0.45371999999999996 -0.012509999999999999 0.10582500000000002 0.088250000000000009 -0.085669999999999982 -0.11085999999999999 -0.065979999999999983 -0.022194999999999996 -0.085684999999999997 0.086175000000000015 -0.54856499999999986 -0.077879999999999991 -0.53960999999999981 -0.53255499999999989 0.08708500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -7 8 -5 10 -10 12 13 14 -11 16 -15 18 20 -20 -17 22 -22 24 29 26 -25 -27 -29 -23
right_child=1 -3 -4 4 5 6 -8 -9 9 11 -12 -13 -14 15 -16 17 -18 -19 19 -21 21 23 -24 25 -26 27 -28 28 -30 -31
leaf_value=-0.00095312106908143819 0.0013429180008824916 0.0023480991984251888 -0.0013028618815172064 -0.0012280728967328158 0.0007082202995661647 -0.0028194610722407348 -1.956853915804199e-05 0.0011471948417072946 0.00020293158225037839 0.0021133575083998341 -0.0019912090510063405 0.0012884295440369075 -0.0014205667234602429 -0.0028465385114858775 -0.00058099004352698104 0.001420533190517185 0.00023740413438143402 0.0011904337731331387 0.00095823214069241664 -0.002514140524403451 0.00082858354784548288 -0.0013938841122823457 -0.0021744869333425805 0.00064011432449870677 0.0033955548106777396 0.0024838207766879352 -0.0046314920782937084 -0.002514146067135568 4.8045354559690173e-05 0.0013456833898332359
leaf_weight=24 20 20 21 21 20 21 21 22 22 24 21 31 21 22 20 26 29 28 32 36 20 30 28 26 22 20 22 21 2400 30
leaf_count=24 20 20 21 21 20 21 21 22 22 24 21 31 21 22 20 26 29 28 32 36 20 30 28 26 22 20 22 21 2400 30
internal_value=0 7.38615e-06 -7.82811e-06 1.07101e-06 -7.76856e-06 -0.000733149 -0.00141951 7.35369e-06 -1.14106e-06 7.64965e-06 -0.000868625 2.06967e-05 6.94109e-06 1.75115e-05 0.000888654 3.78289e-06 -0.00109292 2.41886e-05 1.21522e-05 -0.000880083 3.50905e-05 2.13366e-05 -0.000923208 3.8971e-05 0.000893368 1.0823e-05 -0.00177604 4.59599e-05 2.58206e-05 -2.41004e-05
internal_weight=0 3097 3077 3056 3036 62 42 2974 2952 2931 43 2888 2857 2836 44 2792 51 2741 2713 68 2645 2619 48 2571 82 2489 48 2441 2421 60
internal_count=3121 3097 3077 3056 3036 62 42 2974 2952 2931 43 2888 2857 2836 44 2792 51 2741 2713 68 2645 2619 48 2571 82 2489 48 2441 2421 60
is_linear=0
shrinkage=0.1


Tree=1157
num_leaves=31
num_cat=0
split_feature=1210 1210 16 16 1210 3 43 132 393 34 43 151 52 52 1213 129 1213 1213 481 3 402 51 51 1455 40 1447 480 3 3 474
split_gain=0.00235785 0.00225929 0.00398526 0.00895991 0.00266539 0.0103926 0.00307597 0.0234873 0.0323669 0.00976942 0.00840872 0.00797437 0.00783566 0.0128888 0.0100649 0.00930916 0.00775316 0.0263037 0.014546 0.0291268 0.0219245 0.0108631 0.0199646 0.00824376 0.00761857 0.00744961 0.0168872 0.00821674 0.0195385 0.0101091
threshold=-0.42132499999999995 -0.08453999999999999 -0.088159999999999988 -0.081299999999999983 -0.077744999999999995 -0.088784999999999989 -0.011694999999999999 -0.083284999999999984 0.11146500000000002 -0.057544999999999992 -0.010344999999999998 0.10561000000000002 0.081010000000000013 0.084735000000000019 -0.066379999999999981 0.090035000000000018 0.12275000000000001 0.04198000000000001 -0.086729999999999988 -0.085709999999999995 0.10718500000000002 0.080335000000000018 0.089005000000000015 0.090900000000000022 -0.075219999999999981 -0.082229999999999984 0.08610000000000001 -0.042499999999999989 -0.063814999999999997 0.08708500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 7 -6 12 -8 -11 24 16 -14 -15 -16 17 18 19 -9 21 23 -23 25 -12 26 -20 28 29 -27
right_child=1 4 3 -5 6 -7 9 8 -10 10 11 -13 13 14 15 -17 -18 -19 20 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00096725559243350306 0.00054453749477397656 -0.00060005613637191275 -0.002404138556215912 7.4558772279747896e-05 0.0029073925026499763 0.0022926231046490695 0.0019723067779771307 0.004269484605680665 -0.0039618123514810573 -0.0018669365106948783 0.0017890788090880962 0.0018174599412651288 0.0029083797568455342 0.0019451896230956276 7.6959535979341008e-05 0.0022870353062171491 0.0018891015555709601 -0.0031797213985420834 0.0028458612616911222 -0.0004957599521229236 -0.0033812363112519965 0.0036710127766820646 0.00024680115324574422 0.0014183523826432065 -0.00017819941447641782 -0.00055295845985728006 -0.0010371650192177013 0.00029103912322992284 -0.003542923375753162 0.00056175309606371635
leaf_weight=25 25 27 25 35 29 23 22 23 20 28 20 21 20 35 405 20 20 27 24 29 20 21 90 32 1251 479 21 186 20 98
leaf_count=25 25 27 25 35 29 23 22 23 20 28 20 21 20 35 405 20 20 27 24 29 20 21 90 32 1251 479 21 186 20 98
internal_value=0 -7.81052e-06 -0.000516241 -0.000958232 6.54238e-06 0.000730576 -5.6838e-06 8.71112e-05 3.56721e-05 -0.000117632 -0.000152465 -0.000115309 8.65954e-05 0.000423247 0.000315198 0.000180963 -6.16548e-05 -9.81175e-05 -1.83444e-05 0.00161194 -0.000103889 -3.63848e-05 0.000894625 -0.00015655 -0.000147243 -0.000217416 0.00103378 -0.000289324 -0.00047014 -0.000363631
internal_weight=0 3096 85 60 3011 50 2961 1619 1590 1342 1320 1292 1570 480 460 425 1090 1070 1043 52 991 971 111 860 1271 828 45 783 597 577
internal_count=3121 3096 85 60 3011 50 2961 1619 1590 1342 1320 1292 1570 480 460 425 1090 1070 1043 52 991 971 111 860 1271 828 45 783 597 577
is_linear=0
shrinkage=0.1


Tree=1158
num_leaves=31
num_cat=0
split_feature=1429 1426 1425 1428 157 471 153 3 51 2 2 1201 45 1419 4 4 43 16 43 0 0 15 0 0 123 1 10 9 2 0
split_gain=0.00218733 0.00578847 0.00357352 0.00323076 0.00887633 0.00390347 0.00522469 0.00460863 0.0101981 0.00767397 0.0121619 0.00556198 0.00560463 0.00474128 0.00492261 0.0132149 0.0114508 0.0111143 0.00429369 0.00392392 0.0112664 0.0129757 0.00662229 0.00564551 0.00577476 0.00742902 0.00597568 0.00775192 0.00825694 0.0069876
threshold=-0.23752499999999996 -0.089244999999999977 0.10034500000000002 -0.071779999999999997 0.63334000000000013 0.10338500000000002 0.08351500000000002 -0.16726499999999997 0.020580000000000005 0.10005000000000001 0.11093500000000002 -0.084114999999999981 -1.0000000180025095e-35 0.098075000000000009 -0.50427999999999995 -0.39518999999999993 -0.085594999999999991 0.26799500000000004 -0.53814999999999991 0.10455500000000001 0.0059850000000000016 -0.41942499999999994 -0.019414999999999998 -0.036484999999999997 -0.088149999999999992 0.15170500000000001 1.0000000180025095e-35 0.088235000000000022 -0.0050599999999999994 -0.057069999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 9 -5 -11 -9 -13 14 16 -16 -14 -18 -17 20 22 -22 23 24 -20 26 27 28 -26 -30
right_child=1 2 -4 4 -6 -7 -8 11 -10 10 -12 12 13 -15 15 18 17 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00099359635179015735 0.0016233592659277334 -0.0011758708141987092 -0.001246312039691712 -0.0012896829244584359 0.0019293209324435642 -0.0013600873627832959 0.0015434454639696262 -0.001650025411730721 0.0021013088637229171 0.0020781245765829227 -0.00090830498561263087 -0.0016846274817362431 0.00085510612071420145 -0.0015388516464736315 0.0020167749360993957 0.0013946599962020463 -0.0032510168229540194 -0.00010086299679685561 -0.0017136922362260519 -0.0012075265632355931 -0.00048494138040537519 0.0026318585753923639 -0.0013545231826405193 0.0015526202125171118 0.001748477966667941 0.0017812538588338573 0.0013333585897271406 -0.0017939570369198922 -6.4276170646028903e-06 -0.00083696225137484955
leaf_weight=22 22 23 23 29 24 21 22 21 33 30 25 20 26 20 33 22 24 21 20 27 22 34 37 23 26 23 32 25 2285 106
leaf_count=22 22 23 23 29 24 21 22 21 33 30 25 20 26 20 33 22 24 21 20 27 22 34 37 23 26 23 32 25 2285 106
internal_value=0 7.0536e-06 -4.50269e-06 4.8495e-06 1.38091e-05 -1.47931e-06 8.07553e-06 -3.3206e-06 0.000611782 2.66108e-05 0.000720657 -2.85988e-05 -1.655e-05 -4.66061e-06 6.35297e-06 2.78487e-05 -0.000815631 -0.00178095 3.37642e-06 -8.13044e-06 4.16873e-06 0.0014074 -2.63245e-05 -6.97672e-06 -2.12281e-05 -7.67212e-06 -2.43032e-05 -4.2094e-05 -2.39738e-05 -4.32476e-05
internal_weight=0 3099 3077 3054 3031 3007 2986 2964 117 84 55 2847 2826 2806 2786 2715 71 45 2682 2660 2633 56 2577 2540 2517 2497 2474 2442 2417 2391
internal_count=3121 3099 3077 3054 3031 3007 2986 2964 117 84 55 2847 2826 2806 2786 2715 71 45 2682 2660 2633 56 2577 2540 2517 2497 2474 2442 2417 2391
is_linear=0
shrinkage=0.1


Tree=1159
num_leaves=31
num_cat=0
split_feature=484 1451 1451 1420 157 155 2 474 3 51 4 0 1201 45 398 400 399 393 481 0 0 403 402 403 2 2 160 2 0 13
split_gain=0.00214709 0.00269036 0.00316537 0.00342904 0.00412679 0.00381449 0.00698648 0.0161811 0.00397304 0.0126118 0.0145258 0.0144048 0.00466993 0.00470227 0.00428851 0.00539083 0.00547288 0.00352341 0.00341303 0.0185059 0.0266854 0.0150823 0.022677 0.0112475 0.00522378 0.0235127 0.0219586 0.013167 0.0164018 0.0242082
threshold=-0.52850499999999989 0.091400000000000009 0.083235000000000017 0.056520000000000008 0.63397500000000007 0.11562500000000002 0.11067500000000001 -0.07636999999999998 -0.16726499999999997 0.067785000000000012 -0.35136499999999998 0.062580000000000011 -0.084114999999999981 -1.0000000180025095e-35 0.10586000000000002 0.091560000000000016 0.091580000000000009 0.11333500000000001 -0.087424999999999989 -0.082844999999999988 -0.086554999999999979 -0.5492149999999999 0.0043800000000000011 -0.5341999999999999 0.087625000000000022 0.08734500000000002 -0.082179999999999989 0.089125000000000024 -0.085804999999999979 -0.086354999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -7 9 10 -2 -12 -10 -14 15 16 17 18 19 20 -15 22 -20 -23 25 -25 -27 28 29 -26
right_child=1 -3 -4 -5 -6 6 -8 -9 12 -11 11 -13 13 14 -16 -17 -18 -19 21 -21 -22 23 -24 24 27 26 -28 -29 -30 -31
leaf_value=-0.0010327945975586773 -0.0022418303437353598 0.0010613207094138488 -0.001255517457611859 -0.001266804195585705 0.0014471603883430362 0.00029462978406809271 0.00081443173112347731 -0.0034707034832709249 -0.0014850229457286854 0.002587463412433863 -0.00033401149793388797 0.0029969941615127027 -0.0015161646343767644 -0.0001307132157741026 0.0011922927269375988 -0.0011894155753071648 0.0015618413506524082 -0.0012775305714014741 -0.00024018802315644598 0.0014631208639669544 -0.004568768539465964 -0.0017675705360514779 0.0043639497476397086 0.00010327827945257945 0.0029799032998694616 0.00042008080054074527 0.0049065832584165043 2.1399372656395223e-05 -0.0017815387484006351 -0.00098877653180548509
leaf_weight=20 21 24 20 21 20 25 20 21 21 25 37 20 20 42 31 37 23 21 23 30 20 35 20 1133 22 24 20 1178 96 51
leaf_count=20 21 24 20 21 20 25 20 21 21 25 37 20 20 42 31 37 23 21 23 30 20 35 20 1133 22 24 20 1178 96 51
internal_value=0 6.66105e-06 -1.56509e-06 6.63872e-06 1.54471e-05 5.953e-06 -0.000745915 -0.00142433 2.27745e-05 0.000632909 6.44898e-06 0.000834762 7.00752e-07 1.17412e-05 2.26314e-05 9.56495e-06 2.57674e-05 1.27546e-05 2.28125e-05 -0.000575779 -0.00156234 4.39772e-05 0.00190127 1.27682e-05 3.7456e-05 0.000191358 0.0024594 -9.70223e-05 -0.00092247 0.000207264
internal_weight=0 3101 3077 3057 3036 3016 66 46 2950 103 78 57 2847 2826 2806 2775 2738 2715 2694 92 62 2602 43 2559 2524 1177 44 1347 169 73
internal_count=3121 3101 3077 3057 3036 3016 66 46 2950 103 78 57 2847 2826 2806 2775 2738 2715 2694 92 62 2602 43 2559 2524 1177 44 1347 169 73
is_linear=0
shrinkage=0.1


Tree=1160
num_leaves=31
num_cat=0
split_feature=1208 16 42 1209 1208 4 16 3 12 16 40 159 42 1213 12 43 52 1213 132 1211 400 1213 52 12 394 52 4 16 16 2
split_gain=0.002519 0.0127248 0.0118908 0.0116375 0.00304327 0.0023049 0.0155941 0.00871176 0.0102764 0.0206206 0.0336497 0.0203412 0.0197764 0.0117461 0.0278661 0.0134305 0.0190243 0.0120712 0.00805487 0.0349853 0.0176652 0.0141642 0.0105737 0.0169007 0.0135087 0.0159997 0.017903 0.0113003 0.0100025 0.0106338
threshold=0.10233500000000001 -0.079734999999999986 0.11603500000000001 -0.097919999999999993 1.0000000180025095e-35 -0.080584999999999976 -0.16927999999999996 0.084940000000000015 0.083715000000000026 -0.0092699999999999987 -1.0000000180025095e-35 -0.085489999999999997 0.084050000000000014 0.085435000000000025 0.086565000000000017 -0.013024999999999998 0.08734500000000002 0.048980000000000003 -0.083284999999999984 0.091735000000000011 -0.063679999999999987 -0.14868999999999996 0.086040000000000019 0.085635000000000003 -0.0088999999999999982 0.10473500000000001 -0.090289999999999981 -0.088159999999999988 -0.083134999999999987 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5 8 9 12 -11 -10 -8 17 -15 -16 -17 18 20 21 -13 -20 23 -23 -24 26 -26 -28 -25 -30
right_child=1 2 -4 4 -6 -7 7 -9 11 10 -12 13 -14 14 15 16 -18 -19 19 -21 -22 22 24 28 25 -27 27 -29 29 -31
leaf_value=-0.0024169963831081991 0.0027042429929133509 0.001289504845737524 -0.0021175026893615724 -0.0029056413471698762 0.001080388979216178 4.8243503319153125e-05 -0.0013921658517102953 0.0007486517059838993 0.0030193822743881139 0.0003840911455034953 -0.0041138468602767743 0.0033213266753293852 0.002553053078008816 -0.0044982851622626186 0.0019263857463374735 0.0010100136222761303 -0.0031113920907955618 0.0024457386415451766 0.0025340088898138631 -0.0042795361566822978 -0.00069022539436169297 0.0023984452772310761 0.00098125182407637771 -0.0014699273475831966 -0.0045622604355836909 0.00099173384951427583 0.00015760381075163041 -0.0025886538601078996 0.0012786392109522312 -0.00033739275754794668
leaf_weight=20 20 21 20 20 26 2173 27 110 21 29 39 21 24 20 20 21 24 20 21 20 23 32 31 41 21 22 31 29 65 109
leaf_count=20 20 21 20 20 26 2173 27 110 21 29 39 21 24 20 20 21 24 20 21 20 23 32 31 41 21 22 31 29 65 109
internal_value=0 0.000636302 -0.00037245 -1.26844e-05 3.1334e-06 -6.15944e-06 -0.000146727 -7.95187e-05 -0.000207646 -0.0010556 -0.00219561 -3.71959e-05 0.000464408 -0.000149609 -0.00123413 -0.000229776 -0.00118807 4.00702e-05 -6.31774e-05 -0.000197425 0.00122438 5.66515e-06 -0.000133692 0.000254328 -0.000848924 -0.00139975 -0.00204929 -0.00116975 -6.47967e-05 0.000266297
internal_weight=0 61 41 3060 3040 3014 841 821 711 119 68 592 51 571 85 65 45 486 466 422 44 402 381 247 134 103 81 60 215 174
internal_count=3121 61 41 3060 3040 3014 841 821 711 119 68 592 51 571 85 65 45 486 466 422 44 402 381 247 134 103 81 60 215 174
is_linear=0
shrinkage=0.1


Tree=1161
num_leaves=31
num_cat=0
split_feature=1447 1447 160 1447 0 0 403 403 403 1208 42 42 42 15 151 481 1455 42 4 133 1453 1209 42 51 159 42 0 160 42 42
split_gain=0.00252487 0.00754558 0.0104429 0.00694783 0.00692724 0.00563074 0.0028143 0.00899268 0.00431776 0.00298325 0.00313525 0.0286206 0.0176323 0.05471 0.0126127 0.00987235 0.0066474 0.00728196 0.0530769 0.0245059 0.0103895 0.00582101 0.00670499 0.0212324 0.0187927 0.018361 0.0109458 0.0106092 0.0107857 0.0105262
threshold=-0.085754999999999984 -0.086264999999999994 -0.52439499999999983 -0.084334999999999979 -0.087414999999999979 -0.090809999999999988 -0.5492149999999999 -0.53762499999999991 -0.52917499999999984 0.106285 0.083715000000000026 0.083995000000000014 0.084695000000000006 -0.0092699999999999987 -0.5145249999999999 0.0028200000000000005 -0.037084999999999993 1.0000000180025095e-35 -0.07533999999999999 0.085075000000000026 -0.066944999999999991 -0.083969999999999989 0.087195000000000009 0.085720000000000005 0.087410000000000015 0.087745000000000004 -0.086729999999999988 -0.087429999999999994 0.086035000000000014 0.086555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -4 -5 -8 -9 10 14 -12 13 -13 -10 21 -16 20 -19 -20 -18 -14 23 24 26 -24 27 -23 -29 -28
right_child=3 -3 4 6 -6 -7 7 8 9 -11 11 12 15 -15 16 -17 17 18 19 -21 -22 22 25 -25 -26 -27 29 28 -30 -31
leaf_value=0.0018981202616400663 0.0013995209381088595 -0.0022186290321405976 -0.00082780645677522793 0.00085689459152299126 -0.0017018551705405118 0.0012201017178595066 -0.0017614475644097247 0.0012669731276454752 -0.0025214343708718106 -0.0011635606948402712 0.0029439408910859909 -0.0040558128573654874 0.0014871750492602587 0.0019299056739188157 0.001501127727398718 0.0020983693704474718 -0.0022955316508887335 -0.0049360799920881021 0.0027686612593242899 -0.0014948425981856418 -7.5440837810078213e-07 0.00064176597794436902 -0.0020540307318283753 0.0035921531329915438 0.0027441334500908853 4.0775311196194656e-05 -0.00014499038876965642 -0.00061785701501111581 -0.0036648834756176384 0.0025229188125757947
leaf_weight=21 36 20 29 38 34 25 29 27 21 22 35 37 29 26 27 25 20 24 28 26 1458 23 44 21 25 853 50 26 21 21
leaf_count=21 36 20 29 38 34 25 29 27 21 22 35 37 29 26 27 25 20 24 28 26 1458 23 44 21 25 853 50 26 21 21
internal_value=0 -0.00043317 -0.000105563 1.86761e-05 -0.000583715 0.000120299 1.85934e-06 -9.27545e-06 8.31298e-06 -3.56117e-06 5.42474e-06 0.000125118 4.29708e-05 -0.00158552 -8.68077e-05 0.000133124 -5.45101e-05 -8.15038e-05 -0.0010232 0.000715863 -3.18069e-05 8.89813e-05 5.15757e-05 0.000596279 0.000217282 -6.19799e-05 -0.000230741 -0.00111809 -0.00197929 0.00064411
internal_weight=0 129 109 2992 88 54 2956 2918 2889 2862 2840 1236 1201 63 1604 1138 1583 1556 78 54 1478 1113 1084 187 166 897 141 70 47 71
internal_count=3121 129 109 2992 88 54 2956 2918 2889 2862 2840 1236 1201 63 1604 1138 1583 1556 78 54 1478 1113 1084 187 166 897 141 70 47 71
is_linear=0
shrinkage=0.1


Tree=1162
num_leaves=31
num_cat=0
split_feature=1208 43 403 3 403 403 403 403 131 1444 1 1 1 2 480 13 13 13 12 12 403 1211 52 4 475 13 0 1455 160 4
split_gain=0.00261492 0.0123488 0.0108216 0.0295777 0.00420149 0.00235008 0.00350027 0.00335934 0.00474488 0.00377404 0.00762854 0.00356275 0.0190399 0.0125819 0.00839898 0.00842536 0.0201503 0.0168607 0.0110716 0.0349568 0.00858015 0.0156095 0.0141332 0.0163003 0.0156552 0.0111638 0.00815928 0.00947684 0.0139884 0.00777469
threshold=0.10233500000000001 -0.040344999999999992 -0.5341999999999999 -0.082974999999999979 -0.51385999999999987 -0.44023999999999991 -0.41825499999999993 -0.23730999999999999 0.11684000000000001 -0.081774999999999987 0.080000000000000016 0.080270000000000022 0.077845000000000011 0.081135000000000013 -0.080004999999999979 -0.085804999999999979 -0.086354999999999987 -0.085584999999999981 0.083535000000000012 0.083985000000000018 0.104315 0.080695000000000003 0.08709500000000002 -0.080744999999999997 -0.081439999999999985 -0.095304999999999987 -0.26609999999999995 0.10994000000000001 -0.53908999999999996 -0.076229999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -6 -7 8 -8 10 -9 12 13 -11 -15 16 18 -17 -16 -20 21 22 24 -24 -21 -22 -13 28 -28 -26
right_child=1 -3 4 -5 5 6 7 9 -10 11 -12 26 -14 14 15 17 -18 -19 19 20 25 -23 23 -25 29 -27 27 -29 -30 -31
leaf_value=0.00032234506365150597 0.0020479803266484414 -0.00079802873796628161 0.0011031236705769385 -0.0042633338672616941 -0.00094551052526674968 0.0011645497476610426 -0.001857787851527657 -7.1247696434832456e-05 0.00024825895903632047 -0.0020034928308350262 0.0023900448210770267 -0.0019099653065204622 0.0028983494165004233 0.0021354570169933142 0.0015114066189077374 -0.0025916320901440207 0.0031636608710799083 -1.1735585200784277e-05 -0.0037210893392076957 0.0018760827852895966 0.00081607882864773271 0.0030078775467700328 0.0038208289881281202 0.00038032174052204937 -0.001990690818559882 -0.0023829027790876964 -0.0023736672894166854 0.0019717618431472641 -7.3724442147124375e-05 -0.00019401735592417527
leaf_weight=39 31 30 35 22 26 26 23 34 20 29 20 25 24 20 60 26 26 986 23 27 20 24 21 40 37 24 27 22 1285 69
leaf_count=39 31 30 35 22 26 26 23 34 20 29 20 25 24 20 60 26 26 986 23 27 20 24 21 40 37 24 27 22 1285 69
internal_value=0 0.000648304 -1.29237e-05 -0.00133151 1.38964e-05 1.03442e-06 9.41092e-06 -9.02816e-07 -0.000878231 1.22464e-05 0.000840342 -3.63891e-06 0.000105049 5.82342e-05 0.00010085 7.1427e-05 0.000479076 -7.80175e-05 0.00027676 1.68339e-05 0.000344972 0.000602068 0.000304442 0.00156476 -0.000273598 -0.00092882 -0.000120085 -8.65414e-05 -0.000121056 -0.000821158
internal_weight=0 61 3060 61 2999 2964 2938 2912 43 2869 54 2815 1456 1432 1403 1383 371 1012 345 285 262 218 194 61 133 44 1359 1334 1312 106
internal_count=3121 61 3060 61 2999 2964 2938 2912 43 2869 54 2815 1456 1432 1403 1383 371 1012 345 285 262 218 194 61 133 44 1359 1334 1312 106
is_linear=0
shrinkage=0.1


Tree=1163
num_leaves=31
num_cat=0
split_feature=1366 454 0 1 16 12 12 16 1212 0 12 484 16 484 13 12 42 4 1 41 402 16 12 15 3 49 12 1373 12 2
split_gain=0.00235313 0.00472802 0.00564834 0.0157402 0.0041346 0.00343202 0.0125944 0.0248732 0.0123534 0.019888 0.0129232 0.0220691 0.018476 0.0466771 0.0264415 0.0130197 0.0152161 0.0114385 0.0178442 0.0102182 0.00917283 0.00803716 0.00766515 0.0214662 0.0280592 0.024749 0.015536 0.0110596 0.0129962 0.0424397
threshold=-0.079979999999999982 -0.037229999999999992 -0.24955499999999997 0.10638500000000002 -0.0064149999999999997 0.086420000000000011 0.086700000000000013 -0.079734999999999986 -0.064959999999999976 -0.087084999999999982 0.08493500000000001 -0.081614999999999979 -0.078844999999999985 0.087235000000000021 -0.083764999999999992 0.085355000000000014 -0.013389999999999997 0.51164000000000009 0.13743000000000002 0.088820000000000024 0.10718500000000002 -0.5335399999999999 0.083935000000000023 -0.026084999999999994 -0.086769999999999986 -1.0000000180025095e-35 0.083715000000000026 1.0000000180025095e-35 0.082480000000000012 0.085785000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 8 7 -7 9 -4 20 -12 15 14 -14 -13 -17 18 19 21 22 -8 26 -24 -25 -26 27 28 -10 -30
right_child=1 2 5 -5 -6 6 17 -9 10 -11 11 12 13 -15 -16 16 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-0.00011054083006456494 -0.0014719103617773562 0.003006608888972551 0.0033315601100464571 -0.0008209239647147201 0.0017074489569164474 -0.00085751450678799306 0.0020724600390531127 0.0039174697228493947 -9.08014508557596e-06 -0.00054337482175065407 0.0011086446115258718 -0.0025175646797794362 -0.0072627499140799053 0.00099092458334306007 -0.0024654665116772608 0.002373714226467366 -0.00093092546123539491 0.0024096311256289484 -0.0025952614718475022 -0.0017824752628803253 -0.0017883785348385573 5.4929193454060424e-05 -0.001272899561081431 -0.00065012248845672921 0.00041962745785713193 0.004539185632851773 -0.0021276635394708531 0.0016563618543079578 0.00075641278895394268 -0.0051049785167422328
leaf_weight=29 22 22 26 21 22 20 20 24 775 27 41 23 20 23 27 22 38 20 26 30 30 1550 40 38 25 35 37 37 30 21
leaf_count=29 22 22 26 21 22 20 20 24 775 27 41 23 20 23 27 22 38 20 26 30 30 1550 40 38 25 35 37 37 30 21
internal_value=0 -1.11916e-05 -6.48345e-07 0.00113735 0.00067369 -1.69325e-05 7.73373e-05 0.00174702 -0.000138085 0.00135754 -0.000200897 -0.000951723 -0.00150385 -0.00270045 -0.00450686 -0.000494668 0.000280776 3.27041e-05 3.46765e-06 4.5697e-05 -6.45105e-05 8.06302e-05 -1.46878e-05 0.000679287 0.0014761 0.0028227 -0.000121097 -3.50682e-05 -0.000110834 -0.0016571
internal_weight=0 3070 3048 43 51 3005 1690 44 1315 53 1262 194 153 70 47 83 60 1646 1626 1600 1068 1570 1038 138 98 60 900 863 826 51
internal_count=3121 3070 3048 43 51 3005 1690 44 1315 53 1262 194 153 70 47 83 60 1646 1626 1600 1068 1570 1038 138 98 60 900 863 826 51
is_linear=0
shrinkage=0.1


Tree=1164
num_leaves=31
num_cat=0
split_feature=130 40 121 33 39 124 52 124 34 10 16 15 124 2 3 4 45 16 1 1 484 2 151 12 3 12 484 12 52 15
split_gain=0.00223725 0.00329175 0.00666432 0.00435029 0.00375682 0.00357224 0.0123142 0.00351604 0.00324452 0.00528873 0.0388285 0.0167743 0.00463656 0.00428881 0.0142878 0.00452757 0.00388828 0.00434077 0.012698 0.0397682 0.0128872 0.0099212 0.0112457 0.00885255 0.0157341 0.0138483 0.0185439 0.0115169 0.0111194 0.00782314
threshold=-0.23123999999999997 -0.24290999999999999 -0.078059999999999977 -0.012019999999999998 -0.020804999999999994 -0.087984999999999994 -0.080979999999999983 -0.086724999999999983 -0.084564999999999987 -0.0093599999999999985 -0.056919999999999991 -0.10324499999999999 -0.084644999999999984 -0.0091949999999999983 -0.13309499999999996 0.53859500000000016 0.094030000000000016 -0.14158499999999996 0.089770000000000016 0.10374500000000002 0.041405000000000004 0.10644500000000001 -0.080284999999999981 0.090455000000000021 -0.071799999999999989 0.085700000000000012 -1.0000000180025095e-35 0.095780000000000018 0.048520000000000008 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -7 -9 10 11 -10 -11 14 -14 16 17 18 20 -20 23 -21 -23 24 25 26 -15 -25 -27 -24
right_child=1 2 3 4 5 7 -8 8 9 12 -12 -13 13 15 -16 -17 -18 -19 19 21 -22 22 29 27 -26 28 -28 -29 -30 -31
leaf_value=0.00098262461226271565 -0.0012860646843910219 0.0014144633254600746 -0.0012780019493894307 -0.001080755318980664 0.0027223266550295412 -0.00096262470377903248 -0.00029503399977999696 -0.0010289485508110374 -0.0022679344718826229 0.0014399554337036205 0.0042706558318889656 0.0013060723101564996 0.0012323505834155228 -0.00030675079102539238 -0.0020178285473344947 0.0011475502499653136 -0.0011457878194050864 4.8469336524762951e-05 -0.0045828628250791769 -0.0018492317700292916 -0.0021396167049672278 0.0021591917884823332 0.00041907230056389126 0.0033122063069392672 -0.0022778792471702522 0.001022734802972991 0.0037622898442047394 0.00029990679157587392 -0.0019355418621907355 -0.0018054711185395717
leaf_weight=23 20 33 27 32 21 38 38 30 29 22 23 24 21 21 38 34 30 2298 26 30 21 23 43 22 24 24 24 30 27 25
leaf_count=23 20 33 27 32 21 38 38 30 29 22 23 24 21 21 38 34 30 2298 26 30 21 23 43 22 24 24 24 30 27 25
internal_value=0 -7.29515e-06 1.01394e-06 -1.43042e-05 -2.99878e-06 8.55119e-06 0.000778942 -6.9777e-06 5.59225e-06 1.64479e-05 0.000839483 -0.000649516 -6.02812e-06 -1.75499e-05 -0.000860985 8.6708e-07 -1.37458e-05 -8.71958e-07 -0.000334361 -0.0010346 0.000198984 -0.000272167 0.000247744 0.000484511 1.22508e-05 0.000584783 0.0018634 0.00157434 -0.000543412 -0.000398775
internal_weight=0 3098 3078 3045 3018 2986 59 2927 2889 2859 76 53 2783 2761 59 2702 2668 2638 340 147 193 121 91 172 120 96 45 52 51 68
internal_count=3121 3098 3078 3045 3018 2986 59 2927 2889 2859 76 53 2783 2761 59 2702 2668 2638 340 147 193 121 91 172 120 96 45 52 51 68
is_linear=0
shrinkage=0.1


Tree=1165
num_leaves=31
num_cat=0
split_feature=33 295 106 9 12 0 13 11 472 475 11 2 475 9 9 120 1 46 1 39 39 13 1446 1427 4 50 50 157 12 50
split_gain=0.00219842 0.00239657 0.00613568 0.00536915 0.0134538 0.00307783 0.00662331 0.00347948 0.0056123 0.00960565 0.00527651 0.0117998 0.00684439 0.00439101 0.00719868 0.00360182 0.00652135 0.00508004 0.0071664 0.00956924 0.00951847 0.00519962 0.00466353 0.00456941 0.00610585 0.00463703 0.0135544 0.011518 0.00873509 0.0070049
threshold=-0.044254999999999996 0.084575000000000011 0.087515000000000009 -0.036024999999999995 -0.087484999999999993 0.13134000000000004 0.095120000000000024 0.10458500000000001 -0.38234499999999999 0.16427000000000003 0.093740000000000018 0.10981000000000002 -0.41754499999999994 0.092235000000000011 0.085355000000000014 0.091385000000000008 0.15170500000000001 0.096120000000000011 0.12811000000000003 0.10661000000000002 0.10076500000000001 -0.28558999999999996 -0.09143999999999998 0.089335000000000012 -0.0096849999999999974 0.12877500000000003 0.11875500000000001 -0.081749999999999975 0.096075000000000008 0.11700000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 -5 10 12 -12 -10 14 15 16 17 18 19 22 21 -20 -14 25 -25 26 29 -27 -29 -24
right_child=1 -3 -4 5 -6 6 -8 -9 9 -11 11 -13 13 -15 -16 -17 -18 -19 20 -21 -22 -23 23 24 -26 27 -28 28 -30 -31
leaf_value=0.00099611034172333098 0.0006206195180614789 -0.00094509396477843871 0.001704634519687499 -0.0016133146794428202 -0.0030033951927907767 3.4058345772791657e-05 0.0020496068117411242 0.0011182957604803422 0.0015757933975826879 0.0021738868951797488 -0.0027360386873955247 0.00062007265863940121 -0.0014482636126163214 0.0011406369395899675 -0.0017618856387950172 -0.0012420890639380864 0.0013445452244819276 0.0013616514068137174 -0.001419441129725713 0.0017094031325541438 -0.0023534282455996923 0.00030709082954826785 -4.5716775723495198e-05 -0.00018573793032291262 0.002170270793563263 -0.0012125866883434357 -0.0019579249606043025 0.0030399548559849475 0.0002839200735173148 0.0017471170719628307
leaf_weight=22 21 27 21 22 20 56 23 27 27 20 22 20 23 32 24 24 35 26 26 32 30 53 2319 22 22 20 37 23 23 22
leaf_count=22 21 27 21 22 20 56 23 27 27 20 22 20 23 32 24 24 35 26 26 32 30 53 2319 22 22 20 37 23 23 22
internal_value=0 -7.07146e-06 1.17288e-06 -1.0552e-05 -0.00114719 4.93045e-06 0.000620864 -1.1671e-05 -2.21768e-05 -1.00308e-05 -2.52922e-05 -0.00113789 -8.72162e-06 -2.40392e-05 -3.75378e-05 -2.24174e-05 -1.16279e-05 -2.93523e-05 -4.29896e-05 -8.95631e-06 -0.000836995 -0.000261135 -3.0855e-05 -1.77519e-05 0.000992266 -3.59355e-05 -5.8883e-05 0.00079087 0.00166194 -2.88683e-05
internal_weight=0 3099 3072 3051 41 3010 79 2931 2904 2882 2862 42 2820 2793 2761 2737 2713 2678 2652 2543 109 79 2511 2488 44 2444 2378 66 46 2341
internal_count=3121 3099 3072 3051 41 3010 79 2931 2904 2882 2862 42 2820 2793 2761 2737 2713 2678 2652 2543 109 79 2511 2488 44 2444 2378 66 46 2341
is_linear=0
shrinkage=0.1


Tree=1166
num_leaves=31
num_cat=0
split_feature=1420 1452 4 12 1453 4 3 3 3 43 3 43 402 1447 403 16 4 12 481 4 2 2 11 51 52 3 43 52 2 43
split_gain=0.00222833 0.00307639 0.0121897 0.0150637 0.00691989 0.00344229 0.0121296 0.0829777 0.0141708 0.0396168 0.0145514 0.0500282 0.0220357 0.0205802 0.0130143 0.0161817 0.0138832 0.013326 0.0119467 0.0115426 0.00843911 0.00748805 0.0110724 0.0074567 0.0113734 0.0100514 0.0100374 0.0131375 0.00715998 0.0116161
threshold=1.0000000180025095e-35 0.093985000000000013 -0.053309999999999989 0.089410000000000003 0.08154500000000002 -0.078809999999999977 -0.081054999999999974 -0.080564999999999984 -0.084074999999999997 -0.035139999999999991 -0.086049999999999988 -0.014584999999999999 0.10874500000000002 -0.085644999999999985 -0.015394999999999997 -0.088159999999999988 -0.082249999999999976 0.085955000000000018 -0.0095549999999999993 -0.078439999999999996 0.10882500000000002 0.092635000000000009 0.078730000000000008 -0.16666999999999996 -0.160465 0.096675000000000011 -0.041049999999999996 -1.0000000180025095e-35 0.087545000000000026 -0.43469499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 8 -8 10 -10 12 -12 13 -1 16 -16 -11 -18 -15 -7 21 28 -23 -9 -25 26 -26 -28 -20 -30
right_child=-2 2 3 -5 -6 19 7 23 9 14 11 -13 -14 18 15 -17 17 -19 20 -21 -22 22 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.0029851775793358687 0.00087249684629255335 0.0013837778003930692 -0.0035387596364931336 -6.9983150704853962e-05 0.0016985896188998597 0.0022016006056219339 -0.0067998754791915418 0.0016567940672393888 0.0043554504332994973 0.0011440621528389127 -0.0057753704092465344 0.00021543626517877388 0.0025185598882671912 0.0022914307039172857 0.0031314974344031029 -0.0006519594369456173 -0.003534866332830418 -0.00029294331070559568 1.224891254325876e-05 3.9721606379252774e-05 -0.0017688998828331631 0.0023999145158149046 -8.4814612079966577e-05 -0.0022647642621046143 0.00089953751802178373 0.0011116761493030936 0.00055131584548772402 -0.0025193248265790512 0.00073496200366998503 -0.0019892109075694215
leaf_weight=25 29 21 21 31 24 25 21 20 27 29 20 46 32 21 26 20 21 32 251 2036 30 29 47 27 28 50 22 38 23 49
leaf_count=25 29 21 21 31 24 25 21 20 27 29 20 46 32 21 26 20 21 32 251 2036 30 29 47 27 28 50 22 38 23 49
internal_value=0 -8.18318e-06 -0.000649645 -0.00147084 7.32749e-06 -6.22519e-06 -0.000165479 -0.000842935 2.62184e-05 0.000874505 -0.000203248 -0.00159996 -2.1428e-05 -0.000192543 0.000140244 0.00148652 -0.000614983 -0.00157748 -3.73966e-05 6.59453e-05 -0.000151395 -2.97782e-05 0.000863306 -0.000166742 -0.000387777 -2.05401e-05 -0.000663845 -0.00139342 -0.000239916 -0.00111899
internal_weight=0 3092 73 52 3019 2995 934 206 728 155 573 66 507 475 128 46 82 53 450 2061 429 399 76 185 165 138 88 60 323 72
internal_count=3121 3092 73 52 3019 2995 934 206 728 155 573 66 507 475 128 46 82 53 450 2061 429 399 76 185 165 138 88 60 323 72
is_linear=0
shrinkage=0.1


Tree=1167
num_leaves=31
num_cat=0
split_feature=132 400 403 403 403 403 1208 1429 156 1428 132 41 13 47 47 132 15 132 15 42 43 16 9 1 39 1 3 149 4 4
split_gain=0.00209138 0.00486034 0.00308934 0.00492919 0.00738564 0.00333946 0.00304878 0.00211751 0.00524928 0.00520896 0.00285553 0.00319414 0.00796633 0.00355972 0.00535519 0.0046614 0.0123936 0.00617087 0.00823263 0.00690848 0.00828015 0.00718274 0.00419614 0.00795251 0.0135505 0.00647299 0.020488 0.00913097 0.00728721 0.0103866
threshold=-0.43443999999999999 0.12955000000000003 -0.56738999999999995 -0.5492149999999999 -0.53762499999999991 -0.52917499999999984 0.106285 -0.23752499999999996 0.16414500000000004 0.098365000000000022 -0.40070499999999992 0.086565000000000017 -0.080344999999999986 0.14174500000000004 0.13148500000000005 0.090050000000000005 0.093115000000000017 0.093735000000000027 -0.26481999999999994 -0.080354999999999982 -0.14035499999999998 0.15891500000000003 -0.090799999999999978 0.14754500000000001 0.0046100000000000004 0.13707500000000003 -0.0096849999999999974 0.099660000000000012 0.51388000000000011 0.50822500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7 9 10 -9 13 -13 14 15 22 17 -17 -19 20 -20 -21 -12 25 -25 27 -27 28 29 -24
right_child=1 -3 3 4 5 6 -8 8 -10 -11 11 12 -14 -15 -16 16 -18 18 19 21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0007277023617345362 -0.0011565119777198719 0.0014267311232591361 0.0012823028831432264 -0.0015670859518771372 0.0011169158301695629 -0.00096927265721288586 -0.0012307624446111732 -0.0011220068199856376 0.001289217107841978 -0.0015678565766263223 -0.0013077513679214147 -3.4321968604882179e-05 0.0021682429554251335 -0.0012085050446330571 0.0012808741916987029 -0.0013221336312783803 -0.0023379342576178414 -0.0014014999895287609 0.00090126988112128206 0.0021069767944649552 -0.0016025780369527639 -0.00023429778870195152 3.2568796549845557e-05 0.0032215379777231386 -0.00025677358620062782 -0.0035035172610410623 0.00046914482064654725 0.0021773415530333298 -0.0013066378008807079 0.0020819707944174297
leaf_weight=39 23 24 30 30 27 22 20 22 32 21 23 52 24 24 33 35 30 27 28 38 25 20 2287 21 24 21 34 20 40 25
leaf_count=39 23 24 30 30 27 22 20 22 32 21 23 52 24 24 33 35 30 27 28 38 25 20 2287 21 24 21 34 20 40 25
internal_value=0 9.20843e-06 -1.91666e-06 6.83315e-06 -5.90032e-06 9.84272e-06 -2.96683e-07 8.10814e-06 1.55074e-05 1.32557e-06 1.28758e-05 2.16951e-05 0.000661225 4.0529e-06 1.47088e-05 -7.77983e-07 -0.000461591 -0.000136213 0.000164564 0.000545498 -0.00027979 0.00129964 3.6715e-05 4.92242e-05 0.00136644 2.48012e-05 -0.00104769 4.96692e-05 3.15768e-05 5.47293e-05
internal_weight=0 3082 3058 3035 3005 2975 2948 2928 2906 2874 2853 2831 76 2755 2731 2698 203 173 138 111 53 58 2495 2472 45 2427 55 2372 2352 2312
internal_count=3121 3082 3058 3035 3005 2975 2948 2928 2906 2874 2853 2831 76 2755 2731 2698 203 173 138 111 53 58 2495 2472 45 2427 55 2372 2352 2312
is_linear=0
shrinkage=0.1


Tree=1168
num_leaves=31
num_cat=0
split_feature=1208 1209 2 1208 4 16 1203 394 484 484 13 13 484 13 43 1 133 43 16 16 3 4 403 43 133 1 13 131 42 4
split_gain=0.00251651 0.0119731 0.0119226 0.0026186 0.00251407 0.0109139 0.00906539 0.0136008 0.0082257 0.0370839 0.0271296 0.0105657 0.0183694 0.0141488 0.0125063 0.0179278 0.0382961 0.0112314 0.0150734 0.0316141 0.0102518 0.00988441 0.0094498 0.0167276 0.0117182 0.0109991 0.0257191 0.00825194 0.00995789 0.00811425
threshold=0.10233500000000001 -0.097919999999999993 0.088745000000000004 1.0000000180025095e-35 -0.080584999999999976 -0.16927999999999996 0.089005000000000015 0.013605000000000001 -0.081614999999999979 -0.017214999999999998 -0.084319999999999992 -0.085384999999999975 0.090150000000000022 -0.087324999999999986 -0.0082299999999999995 0.080585000000000004 -0.017654999999999997 -0.0037449999999999996 -0.087989999999999985 -0.072804999999999981 -0.085784999999999986 -0.15464999999999998 -0.084674999999999986 -0.013199999999999998 0.039215000000000007 0.089875000000000024 0.05868000000000001 0.10370500000000001 -0.031659999999999994 -0.078439999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -3 7 8 10 -10 -7 13 14 17 22 16 -16 -11 -19 -20 -12 -17 27 24 -24 26 -26 28 -13 -6
right_child=2 3 -4 -5 29 6 -8 -9 9 11 20 12 -14 -15 15 21 -18 18 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0024514095019549133 0.002258052563187308 -0.002460134718567133 -0.00056897586685538824 0.0010026360868673342 0.00096543416285747169 -0.0038049383945763116 -0.0018642309895117899 0.0019233153513221837 0.0042305807245429606 -0.0011599857473554903 0.0014988821546597008 7.4970473248798109e-05 -0.0029880030569620431 0.0031025828630663454 -0.00031951364674817097 0.00031162620964047985 -0.0047145683861022159 0.0026741702489865328 -0.0032083177170716226 0.0020372531549246223 -0.0013857726113532078 -0.0021002052421681583 -0.00049287365250981962 0.003355951417636659 0.0048831350600812588 -0.00043272497841035539 -7.1667045333676717e-05 0.0012112493258124839 -0.0019690780617317863 1.0703323789759733e-05
leaf_weight=20 26 20 35 26 93 25 28 34 20 39 28 52 25 20 55 113 31 30 20 27 22 20 78 21 20 23 22 24 44 2080
leaf_count=20 26 20 35 26 93 25 28 34 20 39 28 52 25 20 55 113 31 30 20 27 22 20 78 21 20 23 22 24 44 2080
internal_value=0 -1.26782e-05 0.000635987 3.3661e-06 -5.25401e-06 -0.000152062 -9.58358e-05 -3.33956e-05 -0.000121048 -1.20375e-05 -0.00111522 -0.000139827 -0.000342277 0.000646153 -0.000210779 -0.000778608 -0.00190378 0.000222631 0.000922917 -0.000194905 0.000229634 -5.10552e-05 0.000227089 0.000720513 0.000333491 0.00132513 0.00228776 -0.000447258 -0.000861885 5.15639e-05
internal_weight=0 3060 61 3040 3014 841 821 793 759 684 75 664 528 136 503 219 86 116 77 47 50 133 284 164 143 65 42 120 96 2173
internal_count=3121 3060 61 3040 3014 841 821 793 759 684 75 664 528 136 503 219 86 116 77 47 50 133 284 164 143 65 42 120 96 2173
is_linear=0
shrinkage=0.1


Tree=1169
num_leaves=31
num_cat=0
split_feature=401 401 401 403 402 402 16 1208 403 0 403 402 1212 12 133 43 43 13 402 131 131 16 128 128 130 130 43 132 130 11
split_gain=0.00222899 0.00249635 0.00294077 0.0054879 0.00372485 0.00336114 0.00490036 0.00483747 0.00441389 0.0147692 0.00922547 0.00578096 0.00357961 0.0124824 0.0133112 0.0110394 0.00878948 0.00902277 0.00357864 0.00352398 0.00600368 0.0077 0.00456381 0.00717743 0.00649807 0.00551316 0.00698375 0.0164652 0.0062261 0.005591
threshold=-0.47144999999999992 -0.45783499999999994 -0.06959499999999999 -0.084674999999999986 -0.43418999999999991 -0.16927999999999996 -0.078844999999999985 0.098655000000000007 -0.5335399999999999 -0.086409999999999987 -0.52445499999999989 -0.09849999999999999 -0.040879999999999993 0.08598500000000002 -0.069129999999999983 -0.14169499999999999 -0.0061399999999999988 -0.087404999999999997 0.11844500000000001 0.11863000000000001 0.11573500000000002 0.67964000000000013 0.11876500000000001 0.10828500000000001 0.12303500000000002 0.11684500000000002 0.40735000000000005 -0.40070499999999992 0.10383500000000001 0.10458500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 8 9 -7 -10 -12 13 14 -13 -15 -17 -18 19 20 21 22 23 24 25 26 28 -28 29 -14
right_child=1 2 4 -5 5 7 -8 -9 10 -11 11 12 18 15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00090466107379783087 -0.0010693266035311602 0.0020264606154523791 -0.0010848577345313971 -0.00028810975407915458 -0.00041257833522866436 -0.0011197523605501788 0.0015415108648030031 -0.0011507782300877562 -0.0021054461354478487 0.0022252102992779605 -0.0016958480584435165 0.0002162075083192793 -1.3038825834326036e-05 -0.0021907810104312376 0.0038209625869058076 0.0017198496762747793 -0.0013235081555133031 0.00098931620182890088 -0.0010220394528005273 -0.001030962036174694 0.0017348584544379265 -0.00191146355964953 0.0012585920342424854 -0.0016890536416321992 0.0015286325187064773 -0.0015793450144966218 -0.00075639378805847281 0.0029166929670072232 -0.0015524550018688808 0.0014342639836724159
leaf_weight=27 22 20 32 21 21 22 33 37 21 33 20 21 2335 20 20 33 37 31 35 33 20 21 29 25 28 22 23 26 26 27
leaf_count=27 22 20 32 21 21 22 33 37 21 33 20 21 2335 20 20 33 37 31 35 33 20 21 29 25 28 22 23 26 26 27
internal_value=0 -7.89459e-06 -2.9319e-07 0.000840949 -1.16726e-05 -2.21454e-07 0.000781587 -1.45568e-05 -1.00089e-07 0.000887225 -1.72059e-05 -1.72107e-06 1.03282e-05 0.000466655 0.00197462 -4.43106e-05 0.000380733 -0.000269132 -1.7568e-05 -4.12381e-06 8.99999e-06 -4.47275e-06 1.12875e-05 -3.11211e-06 1.38354e-05 -3.41317e-06 1.08135e-05 0.00119259 -1.34357e-05 3.50528e-06
internal_weight=0 3094 3072 41 3031 2999 54 2945 2908 55 2853 2832 2812 162 41 121 101 68 2650 2615 2582 2562 2541 2512 2487 2459 2437 49 2388 2362
internal_count=3121 3094 3072 41 3031 2999 54 2945 2908 55 2853 2832 2812 162 41 121 101 68 2650 2615 2582 2562 2541 2512 2487 2459 2437 49 2388 2362
is_linear=0
shrinkage=0.1


Tree=1170
num_leaves=31
num_cat=0
split_feature=399 1201 1203 1203 1204 1204 42 1204 399 398 131 131 131 131 16 13 402 3 16 15 2 0 479 16 130 121 1 46 33 470
split_gain=0.00229162 0.00356437 0.00307418 0.0035308 0.0032912 0.00462138 0.0267092 0.0140366 0.00360607 0.0102591 0.00260369 0.0043739 0.00675262 0.00586953 0.00878813 0.012292 0.00867001 0.00494229 0.00472169 0.0044645 0.0117821 0.00914891 0.00671974 0.00525244 0.00455307 0.00542008 0.00552958 0.00497792 0.00456453 0.00440432
threshold=0.11450500000000001 -0.081779999999999978 0.10304500000000001 0.089165000000000008 -0.086904999999999996 -0.082759999999999986 -0.015274999999999999 -0.079179999999999987 0.08845500000000002 0.099290000000000003 0.13857500000000003 0.11657500000000001 0.11863000000000001 0.099565000000000015 0.0047850000000000011 -0.014169999999999999 0.31278000000000006 -0.079379999999999992 -0.25582999999999995 0.12044500000000001 0.10327000000000001 -0.046359999999999991 0.11198500000000002 0.0065250000000000004 -0.22562499999999999 -0.085019999999999984 0.15799000000000005 0.096120000000000011 -0.012019999999999998 0.079700000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -7 10 -10 11 13 -13 16 15 18 19 -14 -15 22 23 -22 24 -21 -9 -26 27 28 -27 -30
right_child=-2 2 -4 -5 5 7 -8 8 9 -11 -12 12 17 14 -16 -17 -18 -19 -20 20 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0011729915008450358 -0.0010411076236604936 -0.0011471009263768794 -0.00099360188420001983 0.00099175157568727945 0.0036641076036695655 -0.0026511708321049813 -0.0010536969938714589 -0.0014844352579010385 0.0023908929380527496 -0.00053556211479008201 -0.0011166863315295252 0.0022367445680587976 0.0012324218847788871 -0.00052069941055378878 -0.002545417290688916 -0.0021587912600649442 0.0020832821493240775 -0.00091698950298292484 0.0014910557810383449 0.0030198902403571993 -0.0013685636362060906 0.0010814274777658285 -0.001735119104547345 0.00091337419580668217 0.0015939809381961823 -0.0013652905840426683 -0.0015976921665820888 0.0012750315594409283 5.2680387023967098e-06 -0.0014848878839984537
leaf_weight=26 21 25 31 36 21 20 28 21 23 25 21 22 20 20 22 23 20 23 28 20 35 27 23 29 21 25 22 30 2393 20
leaf_count=26 21 25 31 36 21 20 28 21 23 25 21 22 20 20 22 23 20 23 28 20 35 27 23 29 21 25 22 30 2393 20
internal_value=0 7.05266e-06 -2.80889e-06 7.28463e-06 -4.50147e-06 5.07767e-06 0.000968219 -1.1013e-05 7.11372e-06 0.000866698 -7.28768e-06 9.04079e-07 0.000811786 -1.80622e-05 -0.000799095 -0.000257981 8.98025e-06 8.27367e-05 0.000652824 -6.58091e-06 0.000614275 -0.000301632 -3.35535e-05 0.00177318 -1.80969e-05 -5.83365e-06 -1.93261e-05 -5.25634e-06 -2.10105e-05 -7.08303e-06
internal_weight=0 3100 3074 3043 3007 2982 49 2933 2913 48 2865 2844 65 2779 93 71 2686 43 48 2666 111 62 2555 49 2532 2511 2490 2468 2438 2413
internal_count=3121 3100 3074 3043 3007 2982 49 2933 2913 48 2865 2844 65 2779 93 71 2686 43 48 2666 111 62 2555 49 2532 2511 2490 2468 2438 2413
is_linear=0
shrinkage=0.1


Tree=1171
num_leaves=31
num_cat=0
split_feature=1208 1208 1210 456 1375 457 1348 1366 150 1372 454 0 457 13 151 1373 150 150 49 1427 2 471 156 475 1428 151 150 3 42 34
split_gain=0.00227624 0.0119825 0.0114734 0.00222408 0.00317747 0.0122868 0.00534606 0.00296627 0.00410468 0.0037999 0.00526093 0.00576269 0.00350023 0.0140368 0.0133276 0.00900327 0.00493617 0.00699643 0.00827666 0.00562671 0.00873973 0.0134401 0.00452417 0.00877381 0.004346 0.00410844 0.00832332 0.00826476 0.00855721 0.00467744
threshold=0.10233500000000001 0.089655000000000012 -0.00046999999999999993 0.10926500000000001 -0.4078199999999999 0.11612500000000002 -1.0000000180025095e-35 -0.079979999999999982 -0.093064999999999995 -0.087494999999999976 -0.037229999999999992 -0.24955499999999997 -0.088204999999999992 -0.082759999999999986 -0.00099499999999999979 0.086880000000000013 0.12155000000000001 0.10389500000000002 -0.049039999999999993 0.086130000000000012 0.11144000000000001 0.085130000000000025 0.3248100000000001 0.13528000000000004 0.087445000000000009 0.095500000000000015 0.087675000000000017 -0.086274999999999977 0.089625000000000024 -0.097449999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 -6 8 -8 -9 -11 -12 13 14 -13 16 17 19 -19 22 21 -21 23 24 25 26 29 -28 -29 -14
right_child=2 -3 -4 -5 5 -7 7 9 -10 10 11 12 15 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0010879139720390621 0.0024976480325373512 -0.0023925586986782341 -0.00038884664340002931 -0.00086716103190877323 -0.0015152956769072816 0.0021867550327442586 -0.00029925151844508948 0.0013758976641111077 0.0015764618056372066 -0.0016234923608135434 0.0012981537439479916 0.0012289414454823022 0.0013586159358965233 0.0024210266436317136 -0.0023378225730266424 -0.001957747903300818 0.0015148448968483579 -0.00010488687517322801 -0.0024330331809603828 0.0036666265456005934 -0.00054242557660192975 8.4841662531041296e-05 -0.0015212980459909887 0.0020748721563722938 -0.0010753483533895074 -0.0012159607805577774 -0.00070129658677615231 0.0026154322769226775 2.2456689512182495e-05 -4.4503102730554102e-05
leaf_weight=26 21 21 40 29 23 26 20 20 28 20 34 22 24 28 20 24 21 37 26 20 26 22 20 20 39 28 20 35 20 2361
leaf_count=26 21 21 40 29 23 26 20 20 28 20 34 22 24 28 20 24 21 37 26 20 26 22 20 20 39 28 20 35 20 2361
internal_value=0 -1.20577e-05 0.000604865 4.39191e-06 1.27889e-05 2.23795e-05 3.35525e-06 1.52561e-05 0.000794915 2.29329e-06 -7.28888e-06 4.06485e-06 -1.15765e-05 0.0006867 -0.000469518 -2.93961e-05 -1.2375e-05 -2.42622e-05 -0.00106571 6.37672e-07 0.00089847 0.00179045 -2.3146e-05 -1.13819e-05 -2.78936e-05 -1.14745e-05 2.23508e-06 0.00103951 0.00167253 -3.03837e-05
internal_weight=0 3060 61 3039 3010 2984 2958 2935 48 2887 2867 2847 2813 70 42 2743 2719 2698 63 2635 68 42 2567 2547 2527 2488 2460 75 55 2385
internal_count=3121 3060 61 3039 3010 2984 2958 2935 48 2887 2867 2847 2813 70 42 2743 2719 2698 63 2635 68 42 2567 2547 2527 2488 2460 75 55 2385
is_linear=0
shrinkage=0.1


Tree=1172
num_leaves=31
num_cat=0
split_feature=375 10 10 33 2 12 39 39 39 1 8 1 10 2 42 2 39 2 50 50 0 157 1456 484 12 12 1456 15 2 156
split_gain=0.00215895 0.00249045 0.00661125 0.0047161 0.00369321 0.0059938 0.00564356 0.00953315 0.00591349 0.00411376 0.00527556 0.00529273 0.00949323 0.0045341 0.00549038 0.00347043 0.0128799 0.00323786 0.00293766 0.0199405 0.0110092 0.00904961 0.00557988 0.0173972 0.033778 0.0270151 0.00524966 0.00472239 0.00504628 0.0109805
threshold=0.089550000000000018 -0.38124499999999995 -0.089679999999999982 0.088310000000000013 0.15609500000000001 -1.0000000180025095e-35 0.11536 0.10940500000000002 0.10484500000000001 0.13968000000000003 0.084655000000000022 0.13686500000000004 0.0036750000000000007 0.14285500000000004 0.10892 -0.0091949999999999983 0.08568000000000002 0.31765000000000004 -0.099524999999999988 -0.24386999999999998 -0.067094999999999988 0.63604500000000008 0.088910000000000017 -0.081614999999999979 0.085955000000000018 0.085355000000000014 0.087500000000000008 -0.47308999999999996 0.11982500000000001 0.10272000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 -3 4 6 -6 7 8 9 10 11 12 13 15 -15 16 -4 -1 19 20 -17 22 26 25 -25 -24 27 -20 -29 -30
right_child=-2 2 3 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 18 -18 -19 21 -21 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-8.5380082865330306e-05 -0.0010356437601149082 -0.0012976135748128097 -0.0027779019135050478 0.0015061301527090282 0.0020788701124150647 -0.00025541899191342633 -0.0011763059695978173 0.0020789260375419292 -0.0017241860949434341 0.0010348689071466462 -0.0013316028518602252 -0.0016193851456046107 0.0016992241292345255 0.0022225012068520299 -9.2592255289976805e-05 -0.0014267962756676776 0.00065817449067253622 0.001650589458378298 0.0013701408896595239 0.0031060924834531291 0.00098117663205689386 -0.002147745289839804 -0.0047900614871953934 0.003191327551030554 -0.0023003832606177423 3.2257038849191028e-05 0.0015907237284062876 2.1493050113452717e-05 -0.0012501535012715442 0.00089909040561355095
leaf_weight=22 20 39 20 21 22 22 41 22 20 38 30 20 33 20 21 39 24 21 25 23 37 20 21 24 21 26 21 2290 85 33
leaf_count=22 20 39 20 21 22 22 41 22 20 38 30 20 33 20 21 39 24 21 25 23 37 20 21 24 21 26 21 2290 85 33
internal_value=0 6.67941e-06 -3.9474e-06 1.27644e-05 2.30388e-06 0.000911726 -1.1242e-05 5.15608e-06 -1.06249e-05 1.31209e-06 -1.25514e-05 1.56621e-06 1.32152e-05 -7.01695e-06 0.00103672 -2.28137e-05 -0.000903678 0.000762419 -8.2703e-06 0.000526249 -0.000254494 -2.88928e-05 -1.22483e-05 -0.000776835 0.000628529 -0.0021224 1.64159e-05 2.8276e-06 -1.13679e-05 -0.000649094
internal_weight=0 3101 3058 3019 2998 44 2954 2913 2891 2871 2833 2803 2783 2750 41 2709 44 43 2665 99 76 2566 2546 92 45 47 2454 2433 2408 118
internal_count=3121 3101 3058 3019 2998 44 2954 2913 2891 2871 2833 2803 2783 2750 41 2709 44 43 2665 99 76 2566 2546 92 45 47 2454 2433 2408 118
is_linear=0
shrinkage=0.1


Tree=1173
num_leaves=31
num_cat=0
split_feature=399 400 1203 132 393 3 147 147 2 1 133 12 133 12 11 472 1 1444 151 151 474 157 51 13 133 13 160 457 133 148
split_gain=0.00204912 0.00609298 0.00428007 0.0178853 0.0103861 0.0027516 0.00670959 0.00593486 0.00537682 0.0093978 0.00670466 0.0128302 0.0125062 0.0116206 0.0133611 0.0141454 0.0100915 0.00502669 0.00402194 0.00827761 0.0101657 0.00960786 0.00986119 0.00857494 0.0100304 0.00879747 0.0120709 0.0105634 0.00743948 0.0066135
threshold=-0.065739999999999979 -0.077959999999999988 0.089005000000000015 -0.083284999999999984 0.12069000000000002 -0.13309499999999996 0.085610000000000006 0.11204500000000002 0.12198500000000001 0.11230000000000001 0.085355000000000014 0.089300000000000004 -0.072364999999999985 0.094835000000000017 0.094350000000000003 -1.0000000180025095e-35 0.082005000000000008 -0.082369999999999985 -0.082829999999999973 -0.083694999999999978 0.087035000000000015 -0.087084999999999982 -0.085039999999999991 -0.087404999999999997 0.090445000000000011 -0.0093149999999999986 0.022560000000000004 0.091945000000000013 0.085075000000000026 -0.079549999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 8 17 9 10 11 12 -2 -13 15 -15 -14 -7 19 20 21 -19 -23 28 25 26 -25 -27 -24 -20
right_child=2 -3 3 -5 -6 7 -8 -9 -10 -11 -12 13 16 14 -16 -17 -18 18 29 -21 -22 22 23 24 -26 27 -28 -29 -30 -31
leaf_value=-0.00054635250541780684 0.0012488139385823161 0.0014205123783742439 0.0011198496547244166 -0.0026749401920285352 0.0022747690021060409 0.001111094852125174 0.0016916701017180458 -0.0016800283740105279 0.001360034421386738 -0.001798133355246305 0.0016865931128939755 0.0023197009461000564 -0.002667550824431552 -0.0028886270842381889 0.001908855052664876 0.00057185218471136911 -0.00026225025455156961 0.0022864519355251739 -0.0015953725276129514 0.0020655845825482784 -0.001580139688937174 -0.0014332905493895799 0.00035613265376573859 0.00065716202746355723 -0.0010527714931716523 -0.00015492056562964405 0.0035493093059846652 0.002450989658245817 -0.0021424510643224827 -7.5545922616081823e-05
leaf_weight=28 21 36 23 27 20 38 30 22 31 27 26 32 37 21 25 27 33 23 29 24 31 34 26 31 27 70 27 20 22 2253
leaf_count=28 21 36 23 27 20 38 30 22 31 27 26 32 37 21 25 27 33 23 29 24 31 34 26 31 27 70 27 20 22 2253
internal_value=0 0.000560009 -1.17241e-05 -0.000929337 3.53386e-06 -1.16736e-05 0.000270371 -4.43348e-05 0.000118089 -3.65304e-05 0.000177719 -2.24383e-05 -0.000891522 0.000730768 3.42495e-05 -0.000942107 -0.00153362 -3.0781e-05 -4.73615e-05 0.000276196 0.000138108 0.000328343 0.000153103 0.000394975 0.000719737 0.0010431 0.00200351 0.000424171 -0.000789052 -9.48601e-05
internal_weight=0 64 3057 50 3007 2987 310 2677 280 249 222 196 91 105 73 48 70 2655 2617 335 311 280 257 223 175 148 58 90 48 2282
internal_count=3121 64 3057 50 3007 2987 310 2677 280 249 222 196 91 105 73 48 70 2655 2617 335 311 280 257 223 175 148 58 90 48 2282
is_linear=0
shrinkage=0.1


Tree=1174
num_leaves=31
num_cat=0
split_feature=1203 399 1204 133 49 130 1203 0 1203 1186 133 128 38 393 130 15 400 12 398 393 15 15 0 2 2 15 49 3 160 156
split_gain=0.00219373 0.00260839 0.00325522 0.00530786 0.0123477 0.0193295 0.00629581 0.0187814 0.00830409 0.00707717 0.00659203 0.0067049 0.00633872 0.00563719 0.00864077 0.00459149 0.00390155 0.00485916 0.003993 0.00375119 0.00348547 0.0128764 0.0177 0.0137659 0.0131824 0.0110032 0.00975396 0.0228702 0.0194446 0.0245831
threshold=0.10970500000000001 0.11450500000000001 0.057120000000000011 -0.42671999999999993 0.09567500000000001 0.10737500000000001 0.089005000000000015 -0.081674999999999984 0.087970000000000007 -0.10142499999999997 -0.37971999999999995 0.11876500000000001 0.11100500000000002 0.10358500000000001 -0.072444999999999982 0.084840000000000013 -0.082094999999999987 0.089300000000000004 0.089640000000000011 -0.087924999999999989 -0.07490999999999999 -0.067579999999999987 -0.24955499999999997 0.12299 0.098260000000000014 -0.077844999999999984 0.10247500000000002 -0.087429999999999994 -0.081969999999999987 0.086945000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 15 8 -8 9 -5 -11 12 13 16 -15 -1 17 -12 19 -18 25 23 -23 24 -22 -21 -24 -28 -29 -30
right_child=-2 -3 -4 6 -6 -7 7 -9 -10 10 11 -13 -14 14 -16 -17 18 -19 -20 20 21 22 26 -25 -26 -27 27 28 29 -31
leaf_value=0.0014335967635776363 0.0010439518070779741 -0.0011450574174523354 -0.0012114001300439917 -0.0018419616049089071 -0.001290359109407291 0.0037475730454468214 -0.0034285085042938591 0.00090524826377077258 0.0019828949447920816 -0.0014498265580304209 -0.0014890812429305363 0.0018408608622848988 -0.0017705356772057712 0.0026676105940714478 -0.00023670316458308316 -0.00037519147153943779 0.001201600581407547 0.0003284372243797407 0.0014245400653453543 8.8783803905038289e-05 -0.0005083246561698615 0.0028544235508888962 -0.00013306001969485458 0.00070918598718455305 -0.0036175162283082806 0.0020677252833185525 0.0038125333908413141 -0.0023581570075095998 -0.00033774770773286651 0.0038363693974956519
leaf_weight=23 20 20 22 21 24 23 20 20 21 31 38 20 20 20 21 36 26 24 20 902 25 21 1513 23 30 29 21 23 43 21
leaf_count=23 20 20 22 21 24 23 20 20 21 31 38 20 20 20 21 36 26 24 20 902 25 21 1513 23 30 29 21 23 43 21
internal_value=0 -6.733e-06 6.56318e-07 9.3733e-06 0.000704636 0.00128854 -1.55836e-05 -0.00126163 1.52651e-06 -1.2861e-05 5.17983e-07 1.63492e-05 3.40941e-06 1.60804e-05 0.00118004 0.000329929 -1.21645e-06 -0.000785526 1.68136e-05 6.29645e-06 -5.42664e-06 -8.97867e-05 -3.01527e-05 -0.00134516 -0.00220425 0.000150426 -6.75223e-05 0.000850613 0.000135667 0.00103188
internal_weight=0 3101 3081 3059 106 82 2953 40 2913 2892 2871 2840 2820 2800 41 59 2759 62 2697 2677 2651 1720 1642 78 55 931 1621 108 87 64
internal_count=3121 3101 3081 3059 106 82 2953 40 2913 2892 2871 2840 2820 2800 41 59 2759 62 2697 2677 2651 1720 1642 78 55 931 1621 108 87 64
is_linear=0
shrinkage=0.1


Tree=1175
num_leaves=31
num_cat=0
split_feature=132 132 131 400 1454 1454 132 12 12 1205 0 12 1 13 50 50 0 474 1456 51 51 0 51 0 1456 403 403 403 1208 402
split_gain=0.00214116 0.00433121 0.00370232 0.00304278 0.00268773 0.00413024 0.00267349 0.00287812 0.00722811 0.0059097 0.00540129 0.00332316 0.00539368 0.00619192 0.00517573 0.0256289 0.0116822 0.00730655 0.00623815 0.00577157 0.00549243 0.00785294 0.00710097 0.00597474 0.00536949 0.0157151 0.00866076 0.0117119 0.0115724 0.00468226
threshold=-0.43443999999999999 -0.26631499999999991 0.13602500000000003 0.11741500000000001 0.12106000000000001 0.10725000000000003 0.13958500000000004 0.13043000000000002 0.23631000000000002 0.09993500000000001 -0.030209999999999997 0.11586 0.14699000000000004 -0.11122999999999998 -0.099524999999999988 -0.24464999999999995 -0.068189999999999987 -0.45463999999999999 0.10880000000000002 -0.41109999999999997 -0.14660499999999996 -0.030209999999999997 -0.10942499999999998 -0.087319999999999995 0.091180000000000011 -0.55683499999999986 -0.53960999999999981 -0.53101999999999994 0.10383000000000002 -0.11626999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 9 10 11 -9 12 14 -14 15 16 -3 -16 19 -19 21 23 -22 -21 25 -24 28 -28 -27 -29
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 -12 -13 13 -15 17 -17 -18 18 -20 20 22 -23 24 -25 -26 26 27 29 -30 -31
leaf_value=-0.00073631145940639847 0.0012050104622418683 -0.0014525191861834816 0.00099179612510409709 -0.0010167182593916854 0.0011227626591876505 -0.0013776350601057692 -0.001154585963813588 0.0024630414514356983 -0.00078320514370241892 -0.0017225981922820211 0.0002448376784394939 -0.00089133686425800376 3.0059142701440689e-05 -0.0019728091513288434 -0.0018470837119301513 0.0039405961963348097 0.0010989954422927295 0.0016912978286633179 -0.0016139692550970486 -0.001304449858920028 0.0013919797703587952 -0.0022147547041710754 -0.0025880721407820998 0.0007827922634533025 0.0012114108797456873 0.0027926806575403768 -0.0022849740270017224 0.00071332573329762217 -0.00036351458679529888 3.5844647395061236e-06
leaf_weight=39 30 34 37 30 21 22 20 23 23 20 21 41 33 29 21 20 38 21 23 24 39 26 23 32 38 26 22 97 21 2227
leaf_count=39 30 34 37 30 21 22 20 23 23 20 21 41 33 29 21 20 38 21 23 24 39 26 23 32 38 26 22 97 21 2227
internal_value=0 9.31737e-06 -2.43583e-06 -1.4637e-05 -4.56585e-06 -1.2553e-05 -2.34504e-06 5.54162e-06 0.0006534 -9.66208e-06 0.00140435 2.42213e-06 1.55374e-05 -0.000906766 3.64682e-05 0.000773784 -0.000105886 1.07738e-05 2.56708e-05 4.01976e-05 2.67323e-05 -0.00077855 5.32197e-05 -0.00011174 3.19436e-05 1.33924e-05 3.8396e-05 1.14688e-05 0.00138247 3.32079e-05
internal_weight=0 3082 3052 3015 2985 2964 2942 2922 67 2855 44 2835 2794 62 2732 92 72 2640 2619 2596 2575 82 2493 56 2454 2416 2393 2346 47 2324
internal_count=3121 3082 3052 3015 2985 2964 2942 2922 67 2855 44 2835 2794 62 2732 92 72 2640 2619 2596 2575 82 2493 56 2454 2416 2393 2346 47 2324
is_linear=0
shrinkage=0.1


Tree=1176
num_leaves=31
num_cat=0
split_feature=1208 1208 16 16 2 2 0 1204 1204 0 130 130 1452 481 1456 160 400 132 393 13 12 133 2 1213 3 3 0 16 160 42
split_gain=0.00228768 0.0107223 0.0102658 0.0124122 0.00222548 0.0284475 0.022782 0.0160139 0.0194234 0.00997323 0.00976428 0.0134759 0.0096921 0.00800477 0.0180484 0.0109377 0.0076918 0.0116476 0.0114681 0.00838531 0.00780273 0.00888419 0.024389 0.0168715 0.0100953 0.0315645 0.010695 0.0194962 0.0146291 0.0145886
threshold=0.10233500000000001 0.089655000000000012 -0.079734999999999986 -0.071359999999999993 0.08647500000000001 0.086675000000000016 -0.23001499999999997 -0.082884999999999986 -0.080654999999999991 -0.26609999999999995 0.091705000000000023 0.087570000000000023 0.10391500000000002 -0.087424999999999989 0.08814000000000001 -0.014214999999999998 -0.090569999999999998 -0.084389999999999979 0.10358500000000001 -0.0087749999999999981 0.11734000000000001 0.087625000000000022 0.084985000000000019 0.0036000000000000003 -0.082594999999999988 -0.082234999999999989 -0.085669999999999982 -0.0064149999999999997 -0.089744999999999978 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 6 -6 -1 -7 -9 -10 11 12 13 15 16 -8 -15 19 20 -18 21 24 23 -23 26 -26 28 29 -19 -28
right_child=2 -3 3 -5 5 7 10 8 9 -11 -12 -13 -14 14 -16 -17 17 18 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0034549471223726869 0.0024637955130310733 -0.0022639323037029024 -0.0019976757010833051 0.0014832314813975245 -0.0038174775551306087 0.0023057543720793111 -0.0026757331623230131 -0.0031620227335952228 -0.0020107994432910347 9.9284362070326911e-07 0.0021394492460372438 -0.0025605016358076684 -0.0021249213820556177 0.0016738617687951773 0.0031268904689932247 0.00037597735442788059 -0.00033488496277330832 0.0019368338100749123 0.0022960772665707434 -0.0026306026796541681 0.0019891605531267404 0.00061262834471499292 0.0032850051275454466 -0.0024718528657796841 0.0032363838645323995 -2.5727968940252136e-05 -0.00085348728356927819 0.00061730390499668342 -0.00042902116516431942 -0.003015749223297462
leaf_weight=20 20 21 21 20 20 29 24 20 25 1719 22 20 20 30 20 23 41 34 24 26 21 114 30 21 32 406 83 52 113 50
leaf_count=20 20 21 21 20 20 29 24 20 25 1719 22 20 20 30 20 23 41 34 24 26 21 114 30 21 32 406 83 52 113 50
internal_value=0 -1.2088e-05 0.000606383 -0.000299672 3.4726e-06 -6.68982e-05 0.000107536 -2.50624e-05 -6.33808e-05 -2.78459e-05 5.20238e-05 1.32372e-05 5.74595e-05 9.5613e-05 0.000150366 -0.00118234 9.50915e-05 4.98546e-05 0.000137065 -0.00122576 8.28638e-05 4.00486e-05 0.000705945 0.00013282 -0.000102643 0.0002126 -0.000518537 -0.00102447 0.000118183 -0.00166637
internal_weight=0 3060 61 41 3039 1813 1226 1793 1764 1744 1206 1184 1164 1144 1097 47 1077 1047 980 67 956 935 165 135 770 438 332 185 147 133
internal_count=3121 3060 61 41 3039 1813 1226 1793 1764 1744 1206 1184 1164 1144 1097 47 1077 1047 980 67 956 935 165 135 770 438 332 185 147 133
is_linear=0
shrinkage=0.1


Tree=1177
num_leaves=31
num_cat=0
split_feature=1429 472 1428 471 52 2 157 52 52 42 483 51 12 4 402 3 3 3 402 42 15 0 52 1 124 1456 42 133 1 42
split_gain=0.00235367 0.00536283 0.00329853 0.0028855 0.00398459 0.00530639 0.00449575 0.00334557 0.00395145 0.0034466 0.0147486 0.0104929 0.00844135 0.0355496 0.0195211 0.0108484 0.0109385 0.00976107 0.00816966 0.00797507 0.00648615 0.0064786 0.00710432 0.00946421 0.0106537 0.00480778 0.00626625 0.0118048 0.0143596 0.00625253
threshold=-0.23752499999999996 -0.19476999999999997 0.098365000000000022 0.10338500000000002 -0.55692499999999978 0.091185000000000002 -0.0036449999999999994 -0.55061999999999989 -0.53964499999999982 0.097640000000000018 0.098395000000000024 -0.26614999999999994 0.093965000000000007 -0.078629999999999992 0.0043800000000000011 -0.077774999999999983 -0.073309999999999986 -0.079724999999999976 -0.13813499999999998 0.096610000000000015 0.11728000000000001 -0.11437499999999999 0.10024500000000001 0.089625000000000024 -1.0000000180025095e-35 -0.3456749999999999 0.094725000000000018 0.097125000000000003 0.088875000000000023 0.092395000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -6 -9 19 11 -11 14 -14 21 17 -17 -15 -18 25 -20 -13 23 -23 -25 -10 29 28 -28 -27
right_child=1 2 -4 -5 7 6 -8 8 9 10 -12 12 13 15 -16 16 18 -19 20 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0010306826750324531 0.0013378443285667649 -0.00048783423179494482 -0.0012257637479871682 -0.0011379853335463188 -0.0012337693007959223 0.0024888432252087762 0.00039391764556057757 0.0010309076767314124 -0.0014145202543586494 0.0023153188485594001 0.0023201351243642421 -0.0016172708547674119 -0.0041761648360356361 2.8277957683493354e-05 0.0031902416163812515 -0.0020268744323402644 0.0018616933142766357 0.0028216161638159646 -0.001305268117912898 -0.001762855132714052 0.00066169182265487809 0.0020073903875729433 -0.0011124210141672476 0.0018549553584307433 -0.00096024207674284899 -1.792819442049392e-05 0.0037991472473368052 -0.00096265666652470836 0.000457209272038502 -0.00086782146025345553
leaf_weight=22 30 21 22 22 22 21 20 37 25 20 32 20 23 29 23 34 20 22 38 27 30 36 27 20 41 2266 20 25 36 90
leaf_count=22 30 21 22 22 22 21 20 37 25 20 32 20 23 29 23 34 20 22 38 27 30 36 27 20 41 2266 20 25 36 90
internal_value=0 7.31689e-06 -5.68925e-06 3.11996e-06 1.14189e-05 0.000804831 0.00146693 -5.18304e-06 4.00733e-06 -9.07645e-06 0.000257723 8.54071e-05 -3.74531e-05 -0.000482579 0.00048497 8.47583e-06 -0.000503519 0.00123325 8.50504e-05 -5.3561e-05 -0.000437492 5.28781e-05 0.000322257 0.0007216 -3.72265e-05 -3.48157e-05 -2.06619e-05 0.000844149 0.00165076 -5.03944e-05
internal_weight=0 3099 3069 3047 3025 62 41 2963 2941 2904 415 383 363 196 167 173 122 51 88 2489 68 144 124 97 61 2462 2437 81 56 2356
internal_count=3121 3099 3069 3047 3025 62 41 2963 2941 2904 415 383 363 196 167 173 122 51 88 2489 68 144 124 97 61 2462 2437 81 56 2356
is_linear=0
shrinkage=0.1


Tree=1178
num_leaves=31
num_cat=0
split_feature=471 1429 156 1425 471 52 52 11 2 2 1 0 15 155 4 52 1419 448 0 448 0 0 15 15 160 0 0 47 4 0
split_gain=0.00243725 0.00511714 0.00460875 0.00366483 0.00300004 0.00661921 0.00940228 0.00273179 0.00443804 0.0115675 0.00903063 0.00899016 0.00436792 0.0034381 0.00632538 0.00367366 0.00520306 0.00340761 0.00446392 0.00559629 0.00503479 0.00878486 0.00846156 0.0234643 0.0302344 0.0127879 0.00959028 0.00949371 0.040336 0.0190943
threshold=0.10693500000000002 -0.23752499999999996 0.16414500000000004 0.10129000000000002 0.094575000000000006 -0.55692499999999978 -0.56741999999999992 0.078065000000000009 -0.15339499999999998 0.08622500000000001 0.081670000000000006 -0.068944999999999992 -0.097454999999999986 0.104145 -0.036839999999999991 -0.53964499999999982 0.088135000000000005 -0.083689999999999987 -0.24955499999999997 -0.076874999999999985 -0.09595999999999999 -0.09515499999999999 -0.042209999999999991 0.083195000000000005 -1.0000000180025095e-35 -0.098289999999999975 -0.11242999999999999 0.09550500000000002 0.098655000000000007 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 13 -9 -10 -11 12 -12 15 -15 -7 17 -17 -19 -20 22 -22 25 24 -24 27 -25 29 -29 -21
right_child=-2 2 -4 -5 -6 7 -8 8 9 10 11 -13 -14 14 -16 16 -18 18 19 20 21 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=-0.0015629805535787627 0.0010736790668618467 0.00016343025374226274 0.0012164836221810191 -0.001358219378744252 -0.0011136914147452141 0.0011425829078588222 0.0028189360757824035 -0.00093117627049131048 0.0024280537470726168 -0.0016607275605730885 0.00096673313916350407 0.0024570593994576485 -0.00085703998900436135 -0.0019959538588300348 0.00011282160871125985 -0.00088995677043302848 -0.0015612776285376063 0.0010593061554782953 0.0015014681007111601 0.00016408122925685558 0.0018667429278139025 1.6707988614946076e-05 -0.00043332217736979537 0.0010305843636160717 -0.0043334605295344128 -0.0017099882907620292 -0.0011185302040151632 0.0049717482423875491 -0.0005060317010757877 -0.0027838621812406928
leaf_weight=21 21 40 31 20 24 27 20 21 28 22 24 20 29 25 33 44 22 39 24 260 26 2004 46 56 35 41 33 20 41 24
leaf_count=21 21 40 31 20 24 27 20 21 28 22 24 20 29 25 33 44 22 39 24 260 26 2004 46 56 35 41 33 20 41 24
internal_value=0 -7.27331e-06 3.33723e-06 -9.0012e-06 -8.95909e-08 8.80736e-06 0.0010486 -1.2384e-05 0.000412385 0.000641773 0.000115291 0.000650529 -3.11805e-05 -3.42293e-05 -0.000796133 -1.81132e-05 -2.9656e-05 -1.71437e-05 -2.64622e-06 -1.85145e-05 -3.2621e-05 4.0403e-05 -0.000299238 -0.000887075 -0.00211857 -4.03457e-05 0.000233722 0.000158076 0.00128996 -8.50407e-05
internal_weight=0 3100 3079 3048 3028 3004 60 2944 144 123 95 73 53 2800 58 2742 2715 2693 2649 2610 2586 2030 556 170 81 386 89 345 61 284
internal_count=3121 3100 3079 3048 3028 3004 60 2944 144 123 95 73 53 2800 58 2742 2715 2693 2649 2610 2586 2030 556 170 81 386 89 345 61 284
is_linear=0
shrinkage=0.1


Tree=1179
num_leaves=31
num_cat=0
split_feature=156 474 474 1446 157 157 1373 43 52 13 474 49 156 16 1375 1375 457 1419 1419 1420 1429 1429 474 474 474 3 3 14 14 50
split_gain=0.00210075 0.00817013 0.00732232 0.010391 0.00355655 0.0196702 0.00990841 0.0210748 0.0258088 0.00869371 0.00796001 0.00862496 0.0116869 0.00571906 0.00548249 0.00542237 0.00424105 0.00392067 0.00595138 0.00477737 0.00469806 0.0038319 0.00420588 0.0107612 0.0110289 0.00882891 0.00448789 0.00415328 0.00705211 0.0044785
threshold=0.3248100000000001 0.11454000000000002 0.10970500000000001 -0.093534999999999993 -0.087424999999999989 -0.090569999999999998 1.0000000180025095e-35 -0.08287499999999999 -0.026204999999999996 0.090705000000000008 0.088820000000000024 0.092185000000000017 -0.03497999999999999 -0.0024749999999999993 -0.4078199999999999 -0.096099999999999977 0.10487 0.098075000000000009 0.086325000000000013 -0.083279999999999979 0.093705000000000024 0.087415000000000007 0.088290000000000021 0.086515000000000009 0.085445000000000007 -0.022174999999999997 -0.084964999999999985 -0.41348999999999997 -0.24175999999999997 0.13005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 14 -8 -9 10 11 12 -5 -14 -6 -16 17 18 19 -17 21 22 23 24 27 26 -24 -21 -29 -30
right_child=-2 -3 -4 4 6 -7 7 8 -10 -11 -12 -13 13 -15 15 16 -18 -19 -20 20 -22 -23 25 -25 -26 -27 -28 28 29 -31
leaf_value=0.0022769274818710983 -0.0009521762531696132 0.0015047704435548642 -0.0015396328102196418 0.0033130076364614072 -0.0014068410873213518 -0.0030449169334024195 0.0032638384544294119 0.0019824758261585466 -0.0026713074565949766 -0.0016614504498787799 -0.0013571232041365213 -0.0010959614673629403 0.0014044382579384311 -0.00062841216195374736 0.0015285623234534719 -0.0014733737779103898 -0.0013655121519189815 -0.0013628410812955172 0.0015144572199250644 -0.00095686347166243347 0.0013439527954548025 -0.0013523339404768889 0.00068188381497748208 -0.0020817220106255263 0.0023422240838408474 -0.00052828902698820457 0.0028003475192235785 0.0015259941938954096 -3.8656394357413746e-05 0.00084357381194299181
leaf_weight=20 23 36 31 20 28 25 29 26 22 26 22 20 31 25 23 22 23 21 26 46 26 21 20 25 20 30 20 30 2325 59
leaf_count=20 23 36 31 20 28 25 29 26 22 26 22 20 31 25 23 22 23 21 26 46 26 21 20 25 20 30 20 30 2325 59
internal_value=0 7.06909e-06 -1.05394e-05 5.09961e-06 -9.99057e-06 -0.000455675 1.65121e-05 0.00113541 -0.000150508 -6.15428e-06 0.000358572 0.000751752 0.00123799 0.000496916 -1.46472e-05 -4.04769e-07 -1.33621e-05 -1.80528e-06 8.8995e-06 -5.90553e-06 6.40732e-06 -6.98874e-06 3.983e-06 -1.73811e-05 3.42876e-06 0.000768514 0.00174112 -1.55858e-05 2.35069e-06 -1.68227e-05
internal_weight=0 3098 3062 3031 3011 169 2842 77 48 144 118 96 76 56 2765 2737 2714 2691 2670 2644 2622 2596 2575 2505 2480 70 40 2460 2414 2384
internal_count=3121 3098 3062 3031 3011 169 2842 77 48 144 118 96 76 56 2765 2737 2714 2691 2670 2644 2622 2596 2575 2505 2480 70 40 2460 2414 2384
is_linear=0
shrinkage=0.1


Tree=1180
num_leaves=31
num_cat=0
split_feature=3 11 104 33 0 4 12 374 1 1 9 50 50 157 0 49 0 1208 403 1417 128 474 2 0 42 1 1 12 42 13
split_gain=0.0020937 0.00405191 0.00532468 0.00449504 0.00244826 0.0105699 0.00737317 0.00320182 0.00402761 0.00433182 0.00323211 0.00291177 0.0108948 0.00668158 0.00645335 0.0119572 0.00518764 0.0107867 0.021946 0.00875794 0.00830752 0.00970986 0.0157393 0.0148463 0.0128858 0.00996935 0.0324438 0.0228802 0.0160196 0.0126917
threshold=0.63141500000000017 -0.072629999999999986 0.079665000000000014 -0.044254999999999996 0.14486500000000005 -0.37944499999999992 0.091200000000000017 0.091075000000000017 0.15618500000000002 0.14754500000000001 0.091905000000000014 -0.099524999999999988 -0.24386999999999998 0.63604500000000008 -0.067094999999999988 0.11428500000000001 -0.076579999999999995 0.10233500000000001 -0.53255499999999989 -0.061959999999999994 0.092940000000000009 0.10250500000000001 0.11067500000000001 -0.075684999999999988 -0.10071499999999999 0.10337500000000001 0.096575000000000008 0.08815000000000002 -0.085874999999999993 -0.067719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 -6 8 9 10 11 12 14 16 15 -5 -13 18 -18 -20 21 23 -23 -21 -25 26 28 -28 -26 -30
right_child=-2 2 -4 4 5 -7 -8 -9 -10 -11 -12 13 -14 -15 -16 -17 17 -19 19 20 -22 22 -24 24 25 -27 27 -29 29 -31
leaf_value=0.0014258162680198441 -0.00095057551592143009 0.0015039949072524906 -0.0014556313119828701 -0.002571358002552932 -0.0017439784179441632 0.002276379699954608 0.00090894883244552411 0.0011617757870977664 -0.0012384360207727662 0.0014196138391049491 -0.00095046516130300801 6.6310149157708612e-05 0.002158262152957393 -0.0018512029445264489 0.00081219564184721094 0.00080706411739811306 -0.0033708206094477488 0.0014417924944104422 0.0016883736628148219 -0.0025235341689299924 0.0011572176102876059 -0.0037843115805160435 0.00013545018387958407 -0.0024775285628097863 0.0025410823723567384 -0.00064840341267130423 0.0006193057031613653 0.0051847508177161224 0.00066297855462354408 -0.00080938061778778312
leaf_weight=20 23 20 25 22 20 24 22 23 27 21 37 2002 29 20 40 20 23 36 23 28 37 21 20 23 21 184 23 21 87 179
leaf_count=20 23 20 25 22 20 24 22 23 27 21 37 2002 29 20 40 20 23 36 23 28 37 21 20 23 21 184 23 21 87 179
internal_value=0 7.05722e-06 -2.16149e-06 9.74049e-06 -1.12821e-07 0.000602279 -0.00035435 -1.35128e-05 -2.26948e-05 -1.14418e-05 -2.18189e-05 -9.80075e-06 0.000492332 -3.00834e-05 -9.68386e-05 -0.000962586 -1.67321e-05 -0.000245727 -0.000333772 -0.000229046 -0.000297525 -0.0003862 -0.00187223 -0.000278554 -0.000161715 -5.82907e-05 0.000269748 0.00279827 -0.0001179 -0.00032782
internal_weight=0 3098 3078 3053 3033 66 42 2967 2944 2917 2896 2859 111 2748 82 42 2728 726 690 667 644 607 41 566 538 515 331 44 287 266
internal_count=3121 3098 3078 3053 3033 66 42 2967 2944 2917 2896 2859 111 2748 82 42 2728 726 690 667 644 607 41 566 538 515 331 44 287 266
is_linear=0
shrinkage=0.1


Tree=1181
num_leaves=31
num_cat=0
split_feature=1203 1204 133 400 132 13 43 132 0 399 400 16 1429 474 474 1446 130 132 129 3 14 131 16 133 4 15 2 2 1 13
split_gain=0.00216719 0.00230421 0.00435855 0.00460339 0.00401424 0.017538 0.0107957 0.00306067 0.023018 0.0191629 0.0190995 0.0230694 0.00308757 0.00432469 0.00642274 0.00799619 0.00309379 0.00653099 0.00529786 0.00385264 0.00881514 0.00991385 0.0139809 0.0175667 0.0109369 0.0133479 0.0087989 0.0284063 0.0109698 0.0126415
threshold=0.10970500000000001 0.057120000000000011 -0.54084999999999994 -0.096814999999999984 -0.41127499999999995 0.056795000000000005 0.31463000000000002 -0.083284999999999984 -0.082284999999999983 0.091255000000000017 -0.082934999999999995 -0.085254999999999984 -0.23752499999999996 0.11421000000000002 0.11085000000000002 -0.093534999999999993 0.10574500000000002 -0.015269999999999997 0.10484500000000001 -0.092644999999999991 0.08104500000000002 0.097310000000000021 -0.076669999999999988 0.085760000000000017 0.40945500000000007 0.086355000000000015 0.11067500000000001 0.121465 0.076935000000000017 0.06370000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 8 10 12 -6 -12 -9 14 15 -14 17 -17 -18 20 21 22 23 24 25 -19 28 -28 -24 -30
right_child=-2 -3 3 4 6 -7 -8 9 -10 -11 11 -13 13 -15 -16 16 18 19 -20 -21 -22 -23 26 -25 -26 -27 27 -29 29 -31
leaf_value=0.0012657172130679506 0.0010376172562973807 -0.0010038873200993177 -0.0011506837596451597 -0.001246629106605145 0.0013623380010055067 0.0024976203354589387 -0.0017097900867009083 -0.0012264434038661422 0.0029426701310700902 -0.003020505389265184 0.00054627099518918178 -0.0040332679705567314 0.0020129520725458861 0.0011250750584128712 -0.0016223001439357176 0.0016990879732791499 -0.0015334174022868727 -0.000381768601835661 0.00049838028582079074 -5.1279355824594569e-05 -0.0013176342285463982 -0.0016477486695689353 0.0010114836187763401 0.0030518248607852281 0.0026141078186059452 0.0022923018666915597 -0.0033314131372780714 0.0016409103060141207 -0.0019469053827277903 0.00035353325714003036
leaf_weight=27 20 23 35 22 36 29 37 20 29 21 22 22 20 35 24 23 33 84 21 2135 33 23 107 39 23 24 27 20 36 71
leaf_count=27 20 23 35 22 36 29 37 20 29 21 22 22 20 35 24 23 33 84 21 2135 33 23 107 39 23 24 27 20 36 71
internal_value=0 -6.69215e-06 7.59279e-07 -1.0435e-05 2.79729e-06 0.000882454 -1.23334e-05 9.1167e-06 0.000529061 -1.09876e-05 -0.000345872 -0.0017435 1.15999e-05 2.05131e-05 6.41921e-06 2.07956e-05 6.03337e-06 2.13311e-05 -0.000743274 6.61397e-06 0.000260417 0.000375122 0.000483071 0.00118878 0.000634131 0.000212469 2.3414e-05 -0.00121553 0.000295519 -0.000420446
internal_weight=0 3101 3078 3051 3016 51 2965 2928 109 2819 80 44 2798 2778 2743 2719 2699 2645 54 2622 487 454 431 170 131 108 261 47 214 107
internal_count=3121 3101 3078 3051 3016 51 2965 2928 109 2819 80 44 2798 2778 2743 2719 2699 2645 54 2622 487 454 431 170 131 108 261 47 214 107
is_linear=0
shrinkage=0.1


Tree=1182
num_leaves=31
num_cat=0
split_feature=50 50 15 42 51 11 9 8 156 475 0 1208 403 16 4 0 51 2 42 42 0 483 482 13 0 14 15 16 16 123
split_gain=0.00205533 0.00445927 0.00963356 0.00770924 0.00337949 0.00301239 0.00468844 0.00566103 0.00449747 0.00498543 0.00336941 0.00820922 0.0181087 0.00799113 0.0250149 0.00991081 0.010989 0.0103077 0.00770882 0.00838111 0.00755475 0.00967425 0.0107899 0.00737798 0.0109601 0.00902898 0.011167 0.0165814 0.0106757 0.0105678
threshold=-0.47248999999999991 -0.16990499999999997 -0.059484999999999989 -0.018024999999999996 -0.43017499999999992 0.10458500000000001 0.10860500000000002 0.089545000000000013 0.3248100000000001 0.12365000000000002 -0.076234999999999983 0.10233500000000001 -0.53255499999999989 -0.0007049999999999999 0.053180000000000012 -0.078244999999999995 -0.082744999999999985 0.090050000000000005 0.10892 0.11649000000000002 -0.075684999999999988 0.098395000000000024 0.089605000000000018 0.096675000000000011 0.12358500000000001 -0.36617499999999997 -0.092489999999999989 -0.076669999999999988 -0.085254999999999984 0.085470000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 7 8 9 10 13 12 -12 18 15 16 -15 -17 -6 -20 -14 22 23 25 -25 -22 -27 28 -28 -29
right_child=1 4 -4 -5 5 -7 -8 -9 -10 -11 11 -13 20 14 -16 17 -18 -19 19 -21 21 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=0.00077325529572964816 -0.0030166093347361311 0.0012187310656451662 0.00099112037974207314 -0.00059104450414643487 -6.7505554104219415e-05 0.00096692772167443768 -0.0015344488900154831 0.0016378242750458112 -0.0014681043685413897 0.0014359150140080602 -0.0030155888556138329 0.001314122723644167 -0.0020371800776393641 0.0015939571110433655 0.0039477657817769797 0.0033431580639444293 -0.00025964461596645786 0.000297359136864543 0.0025233656788865729 0.00019072198409175631 0.0017784236007303532 0.0014621372645362155 -0.0020208995408123177 0.00011426990774149697 0.002587801258525123 -0.0018077896766741067 0.00045252514677346107 -0.00054986930667392955 0.0031711360451299703 0.0017516824860303176
leaf_weight=34 20 23 23 38 1682 32 20 21 21 24 23 35 21 38 20 20 202 25 24 43 21 37 31 81 23 47 52 399 20 21
leaf_count=34 20 23 23 38 1682 32 20 21 21 24 23 35 21 38 20 20 202 25 24 43 21 37 31 81 23 47 52 399 20 21
internal_value=0 -8.51658e-06 -0.000740693 -0.00142745 1.12127e-05 1.90232e-06 -8.5622e-06 1.84985e-06 -9.95615e-06 6.43058e-07 -1.13802e-05 -0.000183966 -0.000251534 5.67634e-05 0.000529097 0.000289191 3.38423e-05 0.00165105 -2.56046e-05 0.0010263 -0.000167108 -0.000113458 -0.000197339 -0.000112202 0.000661301 -0.000255853 -0.000335111 -0.000194428 0.00120769 -0.000434792
internal_weight=0 3087 81 58 3006 2983 2951 2931 2910 2889 2865 811 776 2054 305 285 240 45 1749 67 753 732 695 664 104 560 539 492 72 420
internal_count=3121 3087 81 58 3006 2983 2951 2931 2910 2889 2865 811 776 2054 305 285 240 45 1749 67 753 732 695 664 104 560 539 492 72 420
is_linear=0
shrinkage=0.1


Tree=1183
num_leaves=31
num_cat=0
split_feature=121 33 2 0 3 13 295 96 9 45 1 50 133 3 2 474 1420 1429 51 472 0 403 403 12 16 16 133 4 3 50
split_gain=0.00196194 0.00440421 0.00329058 0.0127483 0.00781951 0.0103775 0.00421238 0.00334142 0.0086687 0.00306042 0.00296278 0.00263376 0.00922954 0.010603 0.00582817 0.00526723 0.00513603 0.00582913 0.00794673 0.00456005 0.00441871 0.00830079 0.00994194 0.00801878 0.0106732 0.0207271 0.0131525 0.0126892 0.00856935 0.00821255
threshold=-0.11996 -0.012019999999999998 -0.033169999999999991 -0.087319999999999995 -0.13309499999999996 -0.039649999999999998 0.084575000000000011 0.083725000000000008 -0.036024999999999995 0.094030000000000016 0.15170500000000001 -0.099524999999999988 0.090665000000000009 -0.078084999999999988 0.10527500000000002 -0.45463999999999999 1.0000000180025095e-35 0.094630000000000006 -0.064959999999999976 1.0000000180025095e-35 -0.076234999999999983 -0.5492149999999999 -0.53255499999999989 0.10866500000000003 -0.074929999999999983 -0.071854999999999988 -0.14032999999999998 -0.080924999999999983 -0.077564999999999981 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 8 -4 10 11 12 13 -10 -15 -13 17 19 -19 20 -17 -22 -23 24 27 -26 -27 -24 -25 -28
right_child=1 2 6 4 5 -7 -8 -9 9 -11 -12 15 -14 14 -16 16 -18 18 -20 -21 21 22 23 28 25 26 29 -29 -30 -31
leaf_value=0.00090066083551694964 -0.0012785802534953864 0.0020864084600664985 -0.0020409491622731799 0.0010932952739651604 0.00058921044798229238 -0.0023887136243283748 -0.0014622983531444335 0.0010810984797509653 -0.0017303500039916901 -0.00094499057471265967 0.00096620403601264124 -0.0015617567516694015 0.0018179090071602591 0.0018437472870573403 -0.0004095997111025182 6.2295926085742271e-05 0.0013905564390230352 3.832908906042576e-05 -0.0026360036944970489 0.0014652730764022895 0.001770284038339014 -0.002253494180738926 0.0023940494490994352 -0.0012131496304937173 -0.0035178315623298935 0.0015830395099086067 -0.00083041676610134485 -0.00011311056778595229 0.0011164971215281789 0.00035463397176649218
leaf_weight=24 27 36 21 29 22 25 20 28 27 34 32 22 35 24 22 1934 26 25 20 21 20 25 27 20 23 30 294 80 75 73
leaf_count=24 27 36 21 29 22 25 20 28 27 34 32 22 35 24 22 1934 26 25 20 21 20 25 27 20 23 30 294 80 75 73
internal_value=0 -6.97961e-06 4.20385e-06 0.000536259 -0.000198022 -0.000994792 -1.59416e-05 -6.09574e-06 -1.65567e-05 -1.8415e-06 9.3904e-06 -1.45553e-06 0.000482834 -0.00015727 0.00076606 -2.07201e-05 -8.13086e-06 -2.17664e-05 -0.00115026 -2.39856e-06 -1.42483e-05 -0.000236192 -0.000298216 -0.000219628 -0.000372073 -0.000599222 -0.000430134 0.000519537 0.000626045 -0.000594698
internal_weight=0 3097 3070 112 76 47 2958 2938 2910 2889 2855 2823 108 73 46 2715 2693 2667 45 2622 2601 667 647 622 527 420 397 107 95 367
internal_count=3121 3097 3070 112 76 47 2958 2938 2910 2889 2855 2823 108 73 46 2715 2693 2667 45 2622 2601 667 647 622 527 420 397 107 95 367
is_linear=0
shrinkage=0.1


Tree=1184
num_leaves=31
num_cat=0
split_feature=153 473 16 12 12 155 11 11 1428 11 1425 160 160 12 52 1371 151 484 158 484 42 1447 1447 13 2 42 2 43 2 15
split_gain=0.00204681 0.00320766 0.00281804 0.0099927 0.0165068 0.00651649 0.00266155 0.00695878 0.0032493 0.00402619 0.00284469 0.00281022 0.0101357 0.0283621 0.0374787 0.0120413 0.00865276 0.00832423 0.00884755 0.0288627 0.00946132 0.00718338 0.0184018 0.0168245 0.00658329 0.0122727 0.0119676 0.0166802 0.0120387 0.0155823
threshold=0.086100000000000024 -0.07576999999999999 0.62682500000000008 0.089085000000000011 0.097325000000000009 0.11854500000000001 0.10553000000000001 0.095165000000000013 0.096340000000000023 0.087575000000000014 0.084030000000000007 -0.089549999999999991 -0.085579999999999976 0.083715000000000026 -0.012859999999999998 0.083235000000000017 -0.52488999999999986 -0.084519999999999984 0.10722000000000002 0.094965000000000008 0.10571500000000002 -0.085684999999999997 -0.084149999999999989 -0.085744999999999988 0.093320000000000014 0.090545000000000014 0.089725000000000013 -0.077319999999999986 0.087505000000000013 0.11601500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 8 9 10 11 17 13 -13 -15 16 -14 -3 20 -20 24 23 -23 -18 26 -26 28 -28 29 -19
right_child=-2 2 3 4 -6 -7 -8 -9 -10 -11 -12 12 15 14 -16 -17 21 18 19 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0012693065544590355 -0.00093987257138866448 0.0021158564878119668 -0.0018430730922975474 0.0024164198993027889 -0.0011418779566156445 0.0015916224757137781 0.0010088620635752496 -0.0015763160157283502 -0.0012624953534395901 0.0011689700681017713 0.0010885596527562787 0.001519708821307058 -0.001816578541399428 -0.0058182187067965666 0.0002304503240156919 0.002368534314224408 -0.00037488208065898269 0.00081373499528740771 -0.0039825110975652929 0.0013898902933578939 0.0022789432286200199 -0.0030644580023363233 -1.7165271048869763e-05 0.0030424548941664401 0.00013802701314735052 -0.0019867657625582068 0.00014240741324813468 0.0040911280493310187 -0.0016377429725253025 -0.0021532476733409568
leaf_weight=20 23 22 36 22 32 26 26 28 20 30 24 23 27 21 20 21 34 154 20 20 22 20 2163 25 111 36 23 20 32 20
leaf_count=20 23 22 36 22 32 26 26 28 20 30 24 23 27 21 20 21 34 154 20 20 22 20 2163 25 111 36 23 20 32 20
internal_value=0 6.97775e-06 -1.22451e-06 -0.00055255 0.000307799 1.53817e-05 1.54566e-06 -7.37472e-06 7.73201e-06 1.65286e-05 4.43159e-06 -4.74945e-06 -4.97158e-05 -0.00129094 -0.00286765 -1.50265e-05 -3.70868e-05 0.000215773 0.000124503 -0.00129631 0.000260465 -1.56567e-05 -4.50837e-05 0.00107314 0.000148328 -0.00038233 0.000461608 0.00197902 0.000144866 0.000472703
internal_weight=0 3098 3078 90 54 2988 2962 2936 2908 2888 2858 2834 2354 64 41 2290 2269 480 458 40 418 2242 2183 59 396 147 249 43 206 174
internal_count=3121 3098 3078 90 54 2988 2962 2936 2908 2888 2858 2834 2354 64 41 2290 2269 480 458 40 418 2242 2183 59 396 147 249 43 206 174
is_linear=0
shrinkage=0.1


Tree=1185
num_leaves=31
num_cat=0
split_feature=151 49 453 2 1375 1 1375 1429 457 1375 457 457 2 457 1 1 3 3 3 2 1 160 0 0 52 16 43 3 1456 483
split_gain=0.00188371 0.00197193 0.00227238 0.00417985 0.00374499 0.00971299 0.0102245 0.00617851 0.00417657 0.00363886 0.00299346 0.00583817 0.00453642 0.00404958 0.00301021 0.0162153 0.0753308 0.0131891 0.0110094 0.0174816 0.0105748 0.0103175 0.00992075 0.00883955 0.00759494 0.0075746 0.00739493 0.00700289 0.00694623 0.0119725
threshold=-0.5666199999999999 0.51130000000000009 0.086430000000000021 0.08919500000000001 0.084315000000000015 0.095695000000000016 0.097315000000000026 0.084770000000000012 0.41269500000000009 -0.23832499999999998 -0.086714999999999987 -0.10142499999999997 0.08647500000000001 -0.083804999999999977 0.090475000000000014 0.092235000000000025 -0.081054999999999974 0.10732000000000001 -0.0043399999999999992 0.084755000000000011 0.092945000000000014 -0.52336499999999997 -0.026509999999999995 -0.26343999999999995 0.0046550000000000003 -0.015314999999999997 -0.04652499999999999 -0.011549999999999998 -1.0000000180025095e-35 0.10143000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 8 6 7 -6 9 -2 11 -11 -13 -12 17 16 26 18 27 -20 -17 -22 24 -23 25 -21 -16 -15 -25 -30
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 13 12 -14 14 15 20 -18 -19 19 22 21 23 -24 28 -26 -27 -28 -29 29 -31
leaf_value=0.00094391060327844972 -0.0013474573503481225 -0.00094977739394049758 -0.0005275669321417809 0.0012754836435002895 -0.0021369576148225905 -0.0023698407729777198 0.0017333569936454297 0.00031893436098471287 0.0012948296526446939 -0.0004725567779728565 -0.0013038571109063924 0.00040773837245069446 0.0024202929876212566 7.0502103246094762e-05 8.7221112057921438e-05 0.0018571151757677054 -0.0048710057185316043 -0.0022033133432269097 0.0034534429786920863 -0.00094303140649572021 0.0021064689582479851 -0.0019177528857081023 -0.0011473721610465353 0.0011016498499613707 0.0027255842089653017 0.0016524085699094705 0.0027740154851926494 -0.0015244639786292933 -7.0898551985610999e-05 -0.0020759590940396004
leaf_weight=21 20 22 20 36 21 24 22 20 25 29 24 24 21 1633 21 29 36 25 24 22 21 27 28 47 20 23 20 28 757 31
leaf_count=21 20 22 20 36 21 24 22 20 25 29 24 24 21 1633 21 29 36 25 24 22 21 27 28 47 20 23 20 28 757 31
internal_value=0 -6.39423e-06 3.48603e-07 0.000631537 -1.13478e-05 -0.000657928 -5.77093e-06 -0.000938962 7.81829e-06 -3.23851e-06 6.06404e-06 0.000633888 0.00134693 -1.04342e-05 6.84071e-07 -0.000139513 -0.00153304 7.75866e-05 0.000109658 0.00104724 -2.1858e-05 -8.35684e-05 0.000426279 -0.000136922 0.00110416 0.000383527 0.00139785 4.36153e-05 -7.93382e-05 -0.000149778
internal_weight=0 3100 3078 56 3022 87 63 41 2935 2910 2890 74 45 2816 2792 989 77 1803 1778 117 912 883 93 862 65 45 41 1661 835 788
internal_count=3121 3100 3078 56 3022 87 63 41 2935 2910 2890 74 45 2816 2792 989 77 1803 1778 117 912 883 93 862 65 45 41 1661 835 788
is_linear=0
shrinkage=0.1


Tree=1186
num_leaves=31
num_cat=0
split_feature=130 0 0 132 128 131 131 131 376 131 13 132 129 52 129 16 131 132 128 3 3 130 2 402 402 402 402 133 402 43
split_gain=0.00186954 0.0142432 0.0121301 0.00356408 0.0063747 0.00381647 0.00280612 0.00446813 0.00306163 0.0038824 0.00359784 0.00357489 0.00320194 0.0108314 0.0119047 0.0113765 0.00451974 0.00881572 0.00455916 0.00874526 0.011188 0.00469831 0.0211874 0.00592019 0.00826003 0.00883256 0.00962905 0.00682168 0.0110648 0.00725344
threshold=0.11417500000000001 -0.073309999999999986 -0.082284999999999983 -0.41127499999999995 0.11738000000000001 0.13707500000000003 0.13052000000000002 0.11925000000000001 0.11690000000000002 0.11495000000000001 0.27266500000000005 0.11603000000000001 0.091700000000000018 0.088005000000000014 0.10412500000000001 -0.078844999999999985 0.11088500000000003 0.11297500000000001 1.0000000180025095e-35 -0.094874999999999987 -0.088784999999999989 0.092560000000000017 0.090790000000000023 0.2506000000000001 0.12629000000000004 0.11844500000000001 0.11232500000000002 -0.14717499999999997 0.10718500000000002 -0.50775499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 7 8 9 10 12 -11 16 14 15 -14 17 18 21 -20 -21 23 -23 24 25 26 27 -5 29 -29
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 11 -12 -13 13 -15 -16 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010630324095473043 -0.00012429640628397465 0.0013223411926689247 -0.0030259660586016254 0.00068908140161915484 -0.0014997458619680922 0.0012465555658563972 -0.0010944676383034043 0.0014678386130115195 0.0012369058110925837 -0.001838558342900466 -0.0010447103864862585 -1.4475841696063677e-05 0.0020863511175515932 0.002096945456287358 -0.0019910414865159471 -0.00099268086875478416 0.0014281988567249344 -0.0019603677660874701 0.00053349236492067581 -0.0033725624438375235 -0.00039186594795490454 0.0036022544594015923 -0.00016401493527247744 -0.0014665623596455488 0.0015259319953555761 -0.0020928235558676533 0.0021493450829265862 0.0017860406755723737 -0.0022744296269427817 -3.8752314782269042e-05
leaf_weight=32 34 30 25 135 28 25 23 21 20 22 32 21 28 32 23 21 22 23 35 20 34 20 59 27 36 20 21 22 22 2208
leaf_count=32 34 30 25 135 28 25 23 21 20 22 32 21 28 32 23 21 22 23 35 20 34 20 59 27 36 20 21 22 22 2208
internal_value=0 -0.000451741 -0.00135382 1.32602e-05 2.06264e-06 1.62116e-05 5.77432e-06 1.44288e-05 3.91494e-06 -4.63859e-06 9.64057e-06 -0.000947727 2.1656e-05 0.000566152 -0.0001142 0.000766766 7.13806e-07 -1.09956e-05 5.8662e-06 -0.00069778 -0.00149583 3.02337e-05 0.000789471 6.15514e-06 2.22929e-05 -1.60755e-09 1.73806e-05 -1.37565e-06 -4.27663e-05 -2.07499e-05
internal_weight=0 89 59 3032 3000 2972 2947 2924 2903 2883 2840 43 2808 104 72 49 2704 2682 2659 89 54 2570 79 2491 2464 2428 2408 2387 2252 2230
internal_count=3121 89 59 3032 3000 2972 2947 2924 2903 2883 2840 43 2808 104 72 49 2704 2682 2659 89 54 2570 79 2491 2464 2428 2408 2387 2252 2230
is_linear=0
shrinkage=0.1


Tree=1187
num_leaves=31
num_cat=0
split_feature=132 1204 133 400 43 42 2 0 0 15 0 13 43 42 2 157 0 0 1 51 1375 0 150 150 14 43 52 0 3 43
split_gain=0.00198963 0.00467156 0.00323979 0.00340417 0.00320988 0.0117985 0.00478952 0.00301589 0.00807185 0.0167112 0.00773545 0.0180616 0.0143153 0.0117686 0.00864937 0.0145462 0.0290846 0.0078128 0.00774878 0.00808519 0.00677193 0.0075297 0.0150609 0.00706459 0.00640092 0.00615909 0.00852291 0.00624474 0.00777292 0.00586356
threshold=-0.43443999999999999 0.057120000000000011 -0.54084999999999994 -0.096814999999999984 0.28064000000000006 -0.018024999999999996 0.10136500000000002 -0.10224499999999999 -0.099059999999999995 -0.098289999999999975 -0.11242999999999999 -0.095539999999999986 0.084740000000000024 -1.0000000180025095e-35 0.086100000000000024 -1.0000000180025095e-35 -0.15599999999999997 -0.12333499999999999 0.13332000000000002 0.099265000000000006 -0.043984999999999989 -0.26609999999999995 0.10294000000000002 0.087000000000000008 0.018475000000000002 -0.084569999999999992 -0.082554999999999976 -0.15090499999999998 -0.0069549999999999994 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 6 -6 10 9 -9 12 -12 14 -13 15 -5 -17 18 19 20 -16 -22 23 25 -10 26 -23 -27 -29 -18
right_child=1 -3 3 4 5 -7 -8 8 24 -11 11 13 -14 -15 17 16 29 -19 -20 -21 21 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.00070977943221059371 0.0010154109786174471 0.0014288251328727474 -0.00099260612291150871 -0.0013961449905764312 -0.0028388455812819301 0.0010978331650182119 -0.00065034731407649822 -0.00023445339295370825 5.4051941589940486e-05 0.0034696213335597089 0.00045956474001286558 -0.00091375256686106968 -0.0022756497289433525 -0.0041880227337103516 -0.0018636178225278856 0.004770709218324295 0.0012428562689040389 0.0016634963690708188 -0.0020132406412259394 0.0012988869814661384 -0.001909889328420501 0.00026474667759612206 0.0025807308964431288 -0.0015712095544475951 -0.0015875940893844626 -0.00022393756637628239 -0.0024679615450579496 0.00020405776266540799 0.0025705665079168165 -0.00099899765336886048
leaf_weight=39 31 23 35 20 20 23 20 29 2290 21 40 23 27 21 25 21 28 23 23 36 22 25 21 33 24 79 21 35 23 20
leaf_count=39 31 23 35 20 20 23 20 29 2290 21 40 23 27 21 25 21 28 23 23 36 22 25 21 33 24 79 21 35 23 20
internal_value=0 8.98162e-06 -1.69389e-06 -1.21068e-05 -6.40874e-07 -0.000706884 -0.0017446 1.45446e-05 6.41876e-05 0.00132126 -0.000192799 -0.00107836 -3.84685e-05 -0.00247647 9.42873e-05 0.00097845 0.00166674 -0.000120714 -0.000240355 -0.000112929 -0.000291891 -0.00014018 2.40966e-05 -0.000224465 3.70254e-05 1.83905e-05 -0.000982794 0.000354555 0.0011425 0.00030875
internal_weight=0 3082 3059 3028 2993 63 40 2930 2364 50 566 84 482 44 455 89 69 366 343 320 284 259 237 216 2314 183 46 137 58 48
internal_count=3121 3082 3059 3028 2993 63 40 2930 2364 50 566 84 482 44 455 89 69 366 343 320 284 259 237 216 2314 183 46 137 58 48
is_linear=0
shrinkage=0.1


Tree=1188
num_leaves=31
num_cat=0
split_feature=0 15 1374 1374 0 51 14 10 33 402 4 16 474 133 43 0 133 3 16 3 3 15 0 1 0 38 9 96 4 12
split_gain=0.00213472 0.0172034 0.00290099 0.00370126 0.00307634 0.0095626 0.0127726 0.00874351 0.00810784 0.00779273 0.00910787 0.0275141 0.0076516 0.00809027 0.0092532 0.00883451 0.0133048 0.00838704 0.00672714 0.0114115 0.0226624 0.00660936 0.0122453 0.00655348 0.0062188 0.00509373 0.00522016 0.0201659 0.00650238 0.00573487
threshold=-0.24955499999999997 -0.055554999999999993 -0.41674499999999998 -0.22591999999999998 -0.10224499999999999 0.11984500000000002 -0.23960999999999996 -0.014199999999999999 -1.0000000180025095e-35 -0.024724999999999997 -0.07712999999999999 -0.10850999999999998 0.085295000000000024 0.088035000000000016 -0.083879999999999996 -0.11756999999999999 -0.084614999999999982 -0.049509999999999992 -0.089669999999999986 0.092670000000000016 -0.0087149999999999988 -0.089964999999999976 -0.15202999999999997 0.096255000000000021 -0.14649999999999996 0.091770000000000004 -1.0000000180025095e-35 0.083725000000000008 0.59999500000000017 -0.097494999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 -5 -8 -6 -9 11 -11 13 15 -15 16 24 -18 21 20 -20 22 -19 -17 -12 26 27 -10 29 -28
right_child=2 -3 3 4 8 -7 7 9 25 10 12 -13 -14 14 -16 23 17 18 19 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00086168139171223306 -0.0011820767695705095 0.0028452811984434018 0.0012896851763467899 0.0020218515329850982 0.0015679535729920164 -0.0021403109761886298 -0.002300745851825923 0.0015166653622425376 -0.0032137019443325698 -0.0043228407279543935 -0.00036910581457916475 0.00020906963775790225 -0.0017745834961533547 -0.002616309321487991 0.00016297254455275835 0.0020538282665256702 0.0017388311959032707 -5.4968080859488016e-05 0.00082706851186230789 0.0009495927147397127 -0.0036891416041180494 -0.00084347416559467099 0.0026860460406169296 -0.00016317669535055758 -0.0027492644351340186 0.0013790786128353191 -0.001469994521064039 0.00030148701203585259 0.0016282369298860431 2.3502344441497154e-05
leaf_weight=31 21 21 22 26 34 25 20 26 24 21 21 37 25 23 25 40 34 39 20 26 25 24 28 20 23 27 26 51 25 2311
leaf_count=31 21 21 22 26 34 25 20 26 24 21 21 37 25 23 25 40 34 39 20 26 25 24 28 20 23 27 26 51 25 2311
internal_value=0 0.000635361 -1.07653e-05 -2.69527e-06 -1.20913e-05 -0.000231403 -0.000136527 -0.000254174 3.42644e-05 -0.000164609 -0.000266031 -0.00143179 -8.47599e-05 3.66355e-05 -0.00116877 0.0002295 -4.18319e-05 0.000310942 1.12617e-05 -0.000718278 -0.00168194 0.000580463 0.00109053 0.00131483 -0.00161328 1.31015e-05 -2.03243e-06 -0.000823373 2.40474e-05 6.88663e-06
internal_weight=0 52 3069 3048 3026 528 503 477 2498 457 431 58 373 348 48 300 240 196 162 71 45 91 67 60 44 2464 2437 75 2362 2337
internal_count=3121 52 3069 3048 3026 528 503 477 2498 457 431 58 373 348 48 300 240 196 162 71 45 91 67 60 44 2464 2437 75 2362 2337
is_linear=0
shrinkage=0.1


Tree=1189
num_leaves=31
num_cat=0
split_feature=1209 1208 2 403 2 1210 15 42 2 130 40 3 482 158 1452 1455 483 158 0 158 51 153 12 46 50 0 1 483 48 49
split_gain=0.00177832 0.00464286 0.0169994 0.00531328 0.0154231 0.0107018 0.00243815 0.00580957 0.00992859 0.00537234 0.00708547 0.00487987 0.00349702 0.00567565 0.00801758 0.00384981 0.00691202 0.00519644 0.00920938 0.00883639 0.00460836 0.00531158 0.00432913 0.00744907 0.00637893 0.00389356 0.0177943 0.00369715 0.00456446 0.00609416
threshold=0.14268500000000003 0.10383000000000002 0.090935000000000016 -0.53960999999999981 0.083715000000000026 -0.40154499999999999 0.11728000000000001 0.09796500000000001 0.13754500000000003 -0.22461999999999996 -0.15892999999999999 -0.077104999999999993 0.11958000000000001 -0.46278499999999995 0.107895 -0.24112999999999998 -0.47356499999999996 0.11817500000000002 -0.076234999999999983 0.11174500000000002 -0.43587999999999999 0.082840000000000011 0.12757000000000002 -0.043074999999999995 -0.23771499999999998 -0.24955499999999997 0.10723500000000001 -0.096724999999999992 -0.082654999999999992 -0.011734999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 9 11 -9 -7 -11 -8 13 -12 15 -15 -17 19 -19 20 -18 22 23 -22 -25 26 -26 -27 29 -29
right_child=-2 2 -4 5 -6 6 7 8 -10 10 12 -13 -14 14 -16 16 17 18 -20 -21 21 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=0.0030423105334524405 0.00089589613860219036 -0.0028205904527567327 0.001126918476074934 -0.0023154872073791921 -0.00031844842273535002 -0.00142038401800501 -0.0011036056799874191 0.0025377302858812204 -0.00014986678385563819 0.0018724684519111181 0.0012245495603860331 0.00037172616935151134 -0.0011708221411726508 0.0013102179731835019 -0.0019687694002987837 -0.0017074665879287449 0.0011697227692683086 0.0022265889128902927 -0.00038705538743390492 -0.0018572357930959418 0.001759475498693064 -0.0016034582441317895 -0.0013720222728569871 0.0017677283356897534 0.0026883697551675144 0.00094875889811413109 -0.0012601941380472412 -0.0002809546123090614 -8.0877899717298594e-05 0.0017740273996981071
leaf_weight=22 22 24 20 20 36 27 31 28 27 20 37 81 26 22 21 24 33 28 26 26 24 21 23 20 25 37 21 27 2291 31
leaf_count=22 22 24 20 20 36 27 31 28 27 20 37 81 26 22 21 24 33 28 26 26 24 21 23 20 25 37 21 27 2291 31
internal_value=0 -6.36002e-06 -0.00102627 8.32933e-06 0.000956322 -1.00169e-05 5.47167e-06 0.000376695 0.00121836 -1.65904e-05 -2.9711e-06 -3.66246e-05 -1.65465e-05 -5.5815e-06 -2.24388e-05 -7.18206e-06 -1.80902e-05 -2.69135e-06 0.000968168 -2.30195e-05 -4.3397e-06 -1.97143e-05 -6.40555e-06 6.2799e-06 -1.08803e-05 -2.5507e-05 0.000885764 -4.30755e-05 -5.86983e-05 0.000817398
internal_weight=0 3099 44 3055 58 2997 2977 167 55 2810 2783 112 2763 2737 2700 2679 2657 2633 54 2579 2553 2520 2499 2476 2452 2432 46 2386 2349 58
internal_count=3121 3099 44 3055 58 2997 2977 167 55 2810 2783 112 2763 2737 2700 2679 2657 2633 54 2579 2553 2520 2499 2476 2452 2432 46 2386 2349 58
is_linear=0
shrinkage=0.1


Tree=1190
num_leaves=31
num_cat=0
split_feature=1447 484 1447 13 43 1447 2 403 403 403 1208 12 403 42 42 15 42 1371 481 1455 480 4 4 52 4 1452 14 393 48 151
split_gain=0.0017836 0.00845139 0.00520867 0.0125375 0.00513466 0.00685944 0.00471702 0.00199705 0.0106379 0.0145289 0.00807502 0.0214393 0.00389193 0.00204857 0.013041 0.0413766 0.025723 0.0100784 0.00837558 0.00635144 0.0055527 0.00624098 0.0236197 0.023596 0.00994072 0.00873597 0.00690304 0.00743779 0.00667265 0.0243025
threshold=-0.085804999999999979 0.041405000000000004 -0.084334999999999979 -0.085034999999999986 -0.014584999999999999 -0.086849999999999997 0.086590000000000014 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 0.098655000000000007 0.096075000000000008 -0.51385999999999987 0.084695000000000006 0.083995000000000014 -0.015039999999999998 0.083715000000000026 0.081810000000000008 0.0028200000000000005 -0.037084999999999993 0.081520000000000023 -0.080744999999999997 -0.082249999999999976 0.084735000000000019 -0.083249999999999977 0.084885000000000016 0.062655000000000016 0.10389500000000002 -0.032929999999999994 -0.081864999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 6 -1 -4 -9 -10 12 -12 -11 14 16 -16 17 19 -15 -14 21 22 24 -24 26 28 27 -21 29 -23
right_child=2 -3 7 -5 -6 -7 -8 8 9 10 11 -13 13 18 15 -17 -18 -19 -20 20 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00090379315855291988 0.0029193376097828151 -0.0021999516191759279 0.00099597823573276405 -0.00062149025907274344 0.0012164161562955439 -0.0019512724242217484 0.00093871270496906204 -0.0021973878155801107 0.0026958604378160092 0.001030009806256842 -0.0037348070857115092 0.00089544876813306472 0.0014748030206343781 6.1135781633889899e-05 -0.0042584596852097535 0.00088327257018296654 0.0026644488481023087 -0.0021542768803951536 0.0019121826374903323 -3.8619043792615622e-05 -0.0010684483969170186 0.00080824622051233928 -0.00021298385923728346 -0.0050705531606217852 0.0019125090810753729 -0.0019450124946888536 -0.0017392892448697241 -0.002009638837625971 0.00026755064224342828 -0.0021883465107530357
leaf_weight=24 20 21 20 20 26 21 33 22 20 37 20 20 27 1100 29 34 35 23 25 448 54 59 20 20 23 20 28 20 802 50
leaf_count=24 20 21 20 20 26 21 33 22 20 37 20 20 27 1100 29 34 35 23 25 448 54 59 20 20 23 20 28 20 802 50
internal_value=0 -0.000370099 1.54414e-05 0.00114892 -6.09783e-07 -0.000406285 0.000162921 1.03328e-07 -6.68056e-06 9.85875e-06 -8.7038e-06 -0.00141968 1.10716e-05 -2.31168e-06 -7.18475e-05 -0.00148356 -1.7251e-05 -7.6134e-05 0.00010227 -4.57092e-05 -7.22985e-05 -3.61964e-05 -0.000300317 -0.00264177 -0.000119858 0.000122389 -0.000214101 -0.000122851 0.000167777 -0.000566338
internal_weight=0 125 2996 40 104 78 57 2956 2936 2914 2894 40 2854 2817 1692 63 1629 1594 1125 1571 1544 1490 559 40 519 931 496 468 911 109
internal_count=3121 125 2996 40 104 78 57 2956 2936 2914 2894 40 2854 2817 1692 63 1629 1594 1125 1571 1544 1490 559 40 519 931 496 468 911 109
is_linear=0
shrinkage=0.1


Tree=1191
num_leaves=31
num_cat=0
split_feature=48 48 48 0 1 447 147 147 40 10 10 10 0 10 50 474 3 1 13 3 16 1 43 2 2 12 2 15 4 4
split_gain=0.0018486 0.00354732 0.00439211 0.00349202 0.0158032 0.00338959 0.00435926 0.00361386 0.0031931 0.00777112 0.00813205 0.00603223 0.00361747 0.00779806 0.00769599 0.00759296 0.00908497 0.0275858 0.0156251 0.0104849 0.0158939 0.0266455 0.00737021 0.0163274 0.00918296 0.00777833 0.0148986 0.00683537 0.00943183 0.00641441
threshold=-0.14001 -0.091869999999999993 -0.086869999999999989 -0.24955499999999997 0.10538500000000002 0.094580000000000011 0.097430000000000003 0.090335000000000013 -0.24290999999999999 -0.19927499999999995 -0.088499999999999981 -0.40134499999999995 -0.10224499999999999 -0.012544999999999999 0.11375500000000001 0.083260000000000015 0.097915000000000016 0.11181500000000001 -0.16152999999999998 -0.0087149999999999988 -0.089669999999999986 0.087865000000000013 -0.083134999999999987 0.10527500000000002 0.093680000000000013 0.086505000000000012 0.10252500000000002 -0.11345499999999999 0.053180000000000012 0.6227450000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 8 -5 11 -11 -10 14 -14 15 16 18 -18 -12 22 21 -21 25 24 27 26 -20 -24 -29 -15
right_child=1 2 3 5 -6 -7 -8 -9 9 10 12 -13 13 29 -16 -17 17 -19 19 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00075615151772581159 -0.0013353024143725634 0.0013208683412522079 0.0029405808552110104 -0.0012435010673167806 -0.00090292402664604403 -0.0012321577123973681 0.0013287772240194804 -0.001301292396171696 0.00027912542886602193 -0.001859690572988863 -0.002877095703628253 0.0025891485228203238 0.0019573913643225319 4.6816648590652818e-06 -0.0021845349174691368 -0.0016395312795683629 0.0036492496099672284 -0.00029493098979296747 0.0020349296691295291 -0.0022408096208112382 -0.0026457682449189533 0.0019832866575598021 -0.00052852342968158744 0.0032684293427419939 -0.0013558796427857419 -0.0013682668395123858 -0.0012893985571841209 0.0002261804988729241 0.0031954755168408159 0.0016150633869692684
leaf_weight=32 20 25 20 21 23 23 24 22 26 24 22 20 21 2327 20 33 25 61 28 28 36 32 23 22 26 43 26 23 20 25
leaf_count=32 20 25 20 21 23 23 24 22 26 24 22 20 21 2327 20 33 25 61 28 28 36 32 23 22 26 43 26 23 20 25
internal_value=0 -7.83323e-06 8.17593e-07 -1.00238e-05 0.000884753 -2.28447e-05 -1.35048e-05 -2.44103e-05 -1.48293e-05 -5.96563e-06 -2.66688e-05 0.00128348 -1.1184e-05 3.8928e-05 -0.000265277 -0.000179596 -6.35046e-05 0.000851633 -0.00030272 -0.000118237 -0.000984637 1.20417e-05 0.000275954 0.000821125 0.000235899 -0.000364761 0.000434327 0.000862964 0.00160725 2.17988e-05
internal_weight=0 3089 3069 3044 43 3001 2978 2954 2932 2911 2865 46 2841 2373 468 448 415 86 329 307 96 60 211 114 92 97 54 66 43 2352
internal_count=3121 3089 3069 3044 43 3001 2978 2954 2932 2911 2865 46 2841 2373 468 448 415 86 329 307 96 60 211 114 92 97 54 66 43 2352
is_linear=0
shrinkage=0.1


Tree=1192
num_leaves=31
num_cat=0
split_feature=33 2 0 1 4 295 97 9 45 1 50 42 483 3 157 121 0 16 14 0 0 14 3 3 133 13 457 0 3 42
split_gain=0.00170155 0.00337546 0.0115739 0.00658298 0.0130758 0.00389348 0.00364032 0.00499585 0.00277358 0.00312511 0.00263749 0.00808049 0.00539328 0.00942743 0.00472156 0.00318453 0.00321403 0.0123707 0.0245092 0.0101144 0.00891583 0.00668705 0.00666317 0.0193652 0.00647343 0.00762689 0.00681623 0.00918656 0.0105336 0.00503753
threshold=-0.012019999999999998 -0.033169999999999991 -0.087319999999999995 0.13332000000000002 -1.0000000180025095e-35 0.084575000000000011 -0.085969999999999977 -0.036024999999999995 0.094030000000000016 0.15799000000000005 -0.099524999999999988 0.097640000000000018 0.0093900000000000008 -0.077104999999999993 0.63604500000000008 -0.082399999999999987 -0.14226499999999997 -0.0019699999999999995 0.078320000000000015 -0.14723999999999998 -0.14051499999999997 0.018475000000000002 0.10732000000000001 0.149315 0.087035000000000015 -0.091559999999999989 0.11612500000000002 -0.26343999999999995 0.092670000000000016 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -3 -8 9 10 11 12 13 -9 15 -12 17 19 -19 24 -18 22 -22 -24 25 29 27 -27 -29 -17
right_child=1 5 3 -5 -6 -7 7 8 -10 -11 14 -13 -14 -15 -16 16 20 18 -20 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00077604353511040772 0.002024191750226439 0.0013405550736933947 0.00088785347901284705 0.0011941371434368193 -0.0022586155208825535 -0.001403975896537304 -0.0013425345732165236 0.001940217461170895 -0.00088520390912890431 0.0010090091934187278 -0.0011801219241612633 0.0022444360834058554 -0.0010553388214059945 -0.00059119375927689218 -0.0015505634015426041 8.4038735217144419e-05 -0.0019177090418525042 0.0040177895857292844 -0.00066016206872605149 0.001696850108264974 3.1206319881818949e-05 -0.0018398584797978401 -0.0034250601194798949 -2.9496454533753575e-05 -0.0016922079878859222 -0.0023369150925427675 0.0012959629805250601 -0.00087985555601110806 0.0011204865198007426 0.0019176381672250814
leaf_weight=28 36 20 25 25 28 20 28 28 35 31 23 21 29 31 20 31 25 24 21 33 2225 20 22 71 25 25 22 81 39 29
leaf_count=28 36 20 25 25 28 20 28 28 35 31 23 21 29 31 20 31 25 24 21 33 2225 20 22 71 25 25 22 81 39 29
internal_value=0 7.02529e-06 0.000541048 -0.00014348 -0.000774432 -1.34106e-05 -4.01172e-06 -1.31615e-05 -3.74725e-07 1.03934e-05 -4.87864e-07 0.000481903 6.12984e-05 0.000610154 -1.97059e-05 -8.43303e-06 1.57396e-06 0.000293909 0.00183475 5.06195e-05 -3.92515e-05 -1.91654e-05 -3.45622e-06 -0.000832748 -0.000164958 3.24093e-06 -0.000344198 -0.00059305 -0.000229744 0.000970278
internal_weight=0 3093 114 78 53 2979 2959 2939 2911 2876 2845 109 88 59 2736 2716 2693 330 45 285 2363 2338 2318 93 252 227 167 145 120 60
internal_count=3121 3093 114 78 53 2979 2959 2939 2911 2876 2845 109 88 59 2736 2716 2693 330 45 285 2363 2338 2318 93 252 227 167 145 120 60
is_linear=0
shrinkage=0.1


Tree=1193
num_leaves=31
num_cat=0
split_feature=14 1 447 147 150 16 447 0 1 12 1186 133 1213 42 3 12 1210 49 1185 400 42 4 133 4 1 1209 16 43 4 1209
split_gain=0.0017554 0.00690755 0.00410535 0.00390841 0.00742151 0.00350952 0.0049055 0.00373674 0.00364129 0.00327926 0.00831207 0.00843272 0.00880455 0.0143714 0.015215 0.00810631 0.0224991 0.0142228 0.0155367 0.0134113 0.0146017 0.0139394 0.0117162 0.00819462 0.0081361 0.00817432 0.0376165 0.00781447 0.0436546 0.00694945
threshold=0.085220000000000004 0.084165000000000004 0.10121000000000001 0.094075000000000006 0.11456000000000001 -0.54656499999999986 0.087750000000000009 -0.24955499999999997 0.093205000000000024 0.086420000000000011 -0.078814999999999982 0.23074000000000003 0.039620000000000009 0.088465000000000002 -0.086274999999999977 0.087765000000000024 -0.05860499999999999 0.088595000000000021 0.084795000000000009 -0.08131999999999999 0.087075000000000014 -0.0063549999999999987 -1.0000000180025095e-35 0.51164000000000009 0.13756000000000004 -0.079679999999999987 -0.082404999999999992 0.064745000000000011 -0.059649999999999988 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 8 7 -7 -1 10 -9 12 27 14 -14 16 -11 18 19 -18 21 -21 -22 24 25 26 -17 29 -29 -12
right_child=1 -3 -4 4 -6 6 -8 9 -10 15 11 -13 13 -15 -16 23 17 -19 -20 20 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.0738773309858518e-05 -0.00083865504933609857 0.001495421897743654 0.00126637065038085 -0.0020171327303008485 0.00045715949857946147 0.0011638945738215827 0.0011365211299179416 -0.0020249896652429649 -0.0018018432469530542 0.0032958062498697214 -1.4821874529227517e-05 -0.0020023177990325445 0.0021154100629722792 0.0031325167378368369 -0.0014189655339578167 -0.0044108408303665265 -0.0028921079298015687 0.0025668259686031179 0.0023636425675993616 -0.00013789597015650208 0.00050552244382825768 0.0030724108097187823 -0.0024922872460138024 0.0020005573990056293 -0.0020405160717200488 3.3933371280479582e-05 0.0014430135012725774 -0.0050178797405567915 0.00022654728657261542 -0.0015120724880944181
leaf_weight=24 21 32 25 27 22 27 38 23 22 28 992 23 21 22 29 21 20 23 22 38 22 21 32 20 20 1365 23 21 65 32
leaf_count=24 21 32 25 27 22 27 38 23 22 28 992 23 21 22 29 21 20 23 22 38 22 21 32 20 20 1365 23 21 65 32
internal_value=0 0.000570599 -9.85717e-06 -2.03421e-05 -0.000906226 -5.84368e-06 7.68057e-06 -7.06031e-06 -0.000872571 -1.80266e-05 -0.000141839 -0.000105895 -6.89937e-05 0.00100262 6.54722e-05 7.38417e-05 0.000660808 0.000246314 -9.80203e-05 -0.000505213 -8.27533e-05 0.00100476 -0.00127096 -9.60557e-06 -3.77394e-05 -9.31107e-06 -0.00135087 -0.000138504 -0.00105407 -6.1611e-05
internal_weight=0 53 3068 3043 49 2994 2948 2910 46 2883 1228 1205 1182 72 50 1655 206 178 155 133 113 59 54 1449 1429 1409 44 1110 86 1024
internal_count=3121 53 3068 3043 49 2994 2948 2910 46 2883 1228 1205 1182 72 50 1655 206 178 155 133 113 59 54 1449 1429 1409 44 1110 86 1024
is_linear=0
shrinkage=0.1


Tree=1194
num_leaves=31
num_cat=0
split_feature=15 148 49 40 120 33 9 3 0 1 147 160 160 3 403 3 403 3 0 50 3 2 156 43 52 13 1203 3 4 3
split_gain=0.00173538 0.00210084 0.00285994 0.00331846 0.00972156 0.00395523 0.00352302 0.0109006 0.00294515 0.0128173 0.00474258 0.00305829 0.00449174 0.00266723 0.0145231 0.00983146 0.00854163 0.0074255 0.0176768 0.0266234 0.0253656 0.010726 0.00698396 0.00695043 0.00865441 0.0154617 0.00824269 0.00789376 0.0334843 0.0261413
threshold=0.23208000000000004 0.10090000000000002 -0.18481499999999998 -0.24290999999999999 0.093680000000000013 -0.012019999999999998 0.091600000000000015 -0.012304999999999998 -0.24955499999999997 0.10538500000000002 0.094075000000000006 0.51752500000000012 0.50959500000000013 -0.082234999999999989 -0.53762499999999991 -0.082094999999999987 -0.51385999999999987 -0.083344999999999989 -0.087184999999999985 0.089280000000000012 -0.082689999999999986 0.086285000000000014 0.085790000000000019 0.031595000000000005 0.10473500000000001 -0.0082249999999999979 0.089005000000000015 -0.084074999999999997 -0.055319999999999994 -0.084319999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 8 -8 9 -7 11 12 13 17 -15 -16 -17 23 20 21 -19 -20 -18 26 25 -25 27 29 -29 -10
right_child=-2 -3 3 4 -6 6 7 -9 10 -11 -12 -13 -14 14 15 16 22 18 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00090010497644672999 0.00076996451123328557 0.00098957697905245287 -0.0012562396060231897 -0.0012143391425962803 0.0022025911280070432 0.0026029375425943211 -0.00054104567132890228 0.0025494174823896694 -1.779203286251145e-05 -0.00074824601411819461 -0.0012354927319393029 0.00090457888759879607 -0.0014800339981558778 -0.0023166122838276727 -0.0021091450911784626 0.0015651750305110139 -0.00014631070066212194 -0.00028970348299480977 -0.001955205571582718 0.0027367716688396679 0.0044472618547912969 0.00029161691687308079 0.00050530309658608442 0.00017659011369448949 -0.0010610416864933953 0.002813314330498023 -0.0017166934115812181 0.0043670638371258973 -0.00088113316901839312 -0.0035885718717638942
leaf_weight=36 29 21 21 27 20 21 25 21 865 25 32 36 21 29 23 33 1268 20 42 28 26 43 189 61 22 35 30 20 31 21
leaf_count=36 29 21 21 27 20 21 25 21 865 25 32 36 21 29 23 33 1268 20 42 28 26 43 189 61 22 35 30 20 31 21
internal_value=0 -7.22153e-06 -1.40378e-05 -3.52761e-06 5.20064e-06 -9.47798e-06 1.48637e-06 0.000869818 -1.21881e-05 0.000781642 -2.48894e-05 -1.12632e-05 -2.3009e-05 -1.20264e-05 -9.99099e-05 -5.74218e-05 -2.57509e-05 9.69096e-05 0.000735127 6.23938e-05 0.00238771 -0.000818578 -6.17843e-05 3.38277e-06 0.000727924 0.0011379 -8.50308e-05 -3.27897e-05 0.00117698 -0.000102427
internal_weight=0 3092 3071 3035 3014 2994 2967 46 2921 46 2875 2843 2807 2786 1542 1513 1490 1244 159 113 46 85 1457 1085 118 96 967 937 51 886
internal_count=3121 3092 3071 3035 3014 2994 2967 46 2921 46 2875 2843 2807 2786 1542 1513 1490 1244 159 113 46 85 1457 1085 118 96 967 937 51 886
is_linear=0
shrinkage=0.1


Tree=1195
num_leaves=31
num_cat=0
split_feature=1366 16 454 0 15 1375 457 0 1373 1373 1375 1375 1372 150 149 48 48 457 132 402 3 3 2 2 13 40 3 2 133 4
split_gain=0.00181821 0.00361144 0.00319231 0.00374184 0.0112645 0.00329056 0.00620236 0.0108073 0.00403737 0.012926 0.00412247 0.00692436 0.00636363 0.010116 0.00377484 0.00314177 0.00705059 0.00885106 0.00555824 0.00527865 0.00939617 0.00948008 0.00602354 0.0103282 0.00848227 0.00906845 0.00702256 0.00646204 0.00562289 0.00713131
threshold=-0.079979999999999982 -0.0064149999999999997 -0.037229999999999992 -0.24955499999999997 -0.055554999999999993 0.084315000000000015 -0.098834999999999992 -0.088099999999999984 0.086880000000000013 1.0000000180025095e-35 -0.4078199999999999 -0.096099999999999977 -0.065504999999999994 0.12558000000000002 0.081720000000000015 0.083685000000000009 0.086425000000000016 0.080930000000000016 -0.089024999999999979 0.09277500000000001 -0.15447499999999995 -0.085274999999999976 0.098035000000000011 0.092480000000000021 -0.081029999999999977 -0.037979999999999993 0.31370500000000007 0.11215000000000001 0.088115000000000013 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 8 -7 -8 9 10 -5 -12 -13 14 15 -14 17 -17 -18 20 -20 -22 23 28 26 -26 -24 -27 29 -23
right_child=2 -3 3 5 -6 6 7 -9 -10 -11 11 12 13 -15 -16 16 18 -19 19 -21 21 22 24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00014075115624140821 -0.0012101095667193559 0.0015583322396692397 -0.0006562539609149099 -0.0012127263587899508 0.0025816841638602673 0.00068144678775949972 -0.0031033860333263877 -0.00010237291765709718 -0.0012896083426312543 0.0024847486973851034 0.0017347005884284557 -0.001741745974868536 -4.6781065963469894e-05 0.0018967891731465768 -0.00097794089582748712 0.0027341887626486524 -0.0013914076786022635 0.00029340074520755135 -0.0018268085104258111 0.0016460816520165004 0.0014058070732322191 0.0012328874243986469 -0.001633280829189281 -0.0020548233254389331 -0.00052336724475026135 0.0027614349421065561 0.00073603233216669071 0.00071534483118518971 -0.0014485470834188165 -0.00091881502157775685
leaf_weight=29 22 22 22 28 21 23 20 30 24 21 23 21 2297 28 40 24 24 39 24 23 56 43 29 33 27 29 22 33 20 24
leaf_count=29 22 22 22 28 21 23 20 30 24 21 23 21 2297 28 40 24 24 39 24 23 56 43 29 33 27 29 22 33 20 24
internal_value=0 0.000592187 -9.83762e-06 -1.17424e-06 0.000925065 -1.44282e-05 -0.000677611 -0.00130278 2.08348e-06 1.27439e-05 -5.2374e-06 6.58831e-06 -7.42671e-06 5.51138e-06 -1.34896e-05 5.54084e-07 0.000242174 0.00122322 8.24677e-05 0.000179914 8.07321e-05 0.000225609 -2.8588e-05 -0.000548479 0.000417033 0.00100626 -0.000611224 0.00167239 2.28926e-05 0.000462128
internal_weight=0 51 3070 3048 43 3005 73 50 2932 2908 2887 2859 2836 2815 2787 2747 450 63 387 363 340 316 260 120 140 89 51 62 87 67
internal_count=3121 51 3070 3048 43 3005 73 50 2932 2908 2887 2859 2836 2815 2787 2747 450 63 387 363 340 316 260 120 140 89 51 62 87 67
is_linear=0
shrinkage=0.1


Tree=1196
num_leaves=31
num_cat=0
split_feature=1429 474 155 13 475 12 475 52 12 475 475 1429 51 0 43 474 473 475 475 4 160 14 14 1429 0 2 13 0 13 3
split_gain=0.00190203 0.00412483 0.00407687 0.00689297 0.00410183 0.00402529 0.00309518 0.0236965 0.0184023 0.00761164 0.00603349 0.00481476 0.0171666 0.0098043 0.00662067 0.00608277 0.00456034 0.00462225 0.0121384 0.0095552 0.013681 0.00341746 0.00485928 0.0044673 0.00585573 0.00871966 0.0151382 0.00521414 0.0113411 0.0175156
threshold=0.11699500000000002 -0.26322499999999993 0.12509500000000004 0.096675000000000011 -0.10023499999999998 0.089410000000000003 -0.085684999999999997 -0.016949999999999996 0.083715000000000026 -0.084894999999999984 -0.084049999999999986 0.057970000000000008 -0.070629999999999984 -0.084144999999999984 -0.065269999999999981 0.10970500000000001 0.047060000000000005 -0.0029899999999999996 -0.029109999999999997 -0.015039999999999998 -0.079009999999999983 -0.41348999999999997 -0.24175999999999997 -0.0091699999999999993 0.11070500000000001 0.10584500000000001 0.030370000000000005 1.0000000180025095e-35 -0.092094999999999982 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 8 -6 -8 -11 15 -13 -14 -15 16 17 18 19 -12 -21 -19 -23 -24 27 26 -26 -25 -29 -30
right_child=-2 2 3 -5 6 -7 9 -9 -10 10 11 12 13 14 -16 -17 -18 21 -20 20 -22 22 23 24 25 -27 -28 28 29 -31
leaf_value=-0.0014403375494293871 0.00068513707898091528 -0.00016240150229457546 0.0021479509780993281 -0.00039044060627929867 0.0014938408788293602 -0.0018753030079254962 -0.0017190862453739662 0.0026829910300233788 -0.0020182165795484103 0.001286098949397759 0.0017718038288876414 -0.0027461161106375272 0.0018960334897697483 -0.0017701928798342125 0.00063832684287003108 -0.0015141518517898826 0.0015271784341894089 -0.00086032389093467854 0.0024021694135595243 -0.0025600079768438541 0.00061710386979746444 0.0012872909300093507 -0.0010765226029504377 3.3566238848848648e-06 0.00031203186718769198 -0.00071775420020222321 0.0035501352003352209 0.0012202922173816227 0.00011701068284398899 -0.0028839996685525657
leaf_weight=20 40 34 23 20 25 23 26 34 37 36 22 29 22 25 21 26 20 47 29 23 33 29 39 2246 42 27 22 23 41 37
leaf_count=20 40 34 23 20 25 23 26 34 37 36 22 29 22 25 21 26 20 47 29 23 33 29 39 2246 42 27 22 23 41 37
internal_value=0 -8.895e-06 4.57781e-07 0.000967304 -1.33177e-05 -0.000853572 2.85742e-06 0.000561393 -0.000602064 -1.58579e-05 -2.5947e-07 -1.67807e-05 -0.000709016 0.000159747 -0.000670651 8.0334e-06 2.28009e-05 1.14898e-05 0.000655391 5.9478e-06 -0.000687781 -1.54971e-05 3.47627e-07 -1.47195e-05 2.26583e-06 0.000789329 0.00142513 -2.82509e-05 -0.000731127 -0.00130655
internal_weight=0 3081 3061 43 3018 57 2961 96 62 2865 2839 2803 97 68 46 2706 2680 2660 107 78 56 2553 2506 2477 2438 91 64 2347 101 78
internal_count=3121 3081 3061 43 3018 57 2961 96 62 2865 2839 2803 97 68 46 2706 2680 2660 107 78 56 2553 2506 2477 2438 91 64 2347 101 78
is_linear=0
shrinkage=0.1


Tree=1197
num_leaves=31
num_cat=0
split_feature=1210 12 43 1208 402 1208 43 34 481 0 403 51 51 1 51 2 52 3 51 52 1456 131 132 12 13 13 472 0 16 1
split_gain=0.00185816 0.0159868 0.0081697 0.00534618 0.00395281 0.017029 0.00237358 0.00750353 0.00661191 0.0116508 0.0110473 0.00643337 0.0427037 0.00879519 0.0206056 0.0192737 0.00901349 0.00784746 0.0142437 0.00682653 0.00977131 0.00669235 0.00816996 0.0104446 0.0204105 0.0113294 0.0119181 0.0118405 0.0193733 0.0132304
threshold=0.0028200000000000005 0.097145000000000023 -0.036954999999999995 0.106285 0.2506000000000001 1.0000000180025095e-35 -0.071629999999999985 -0.057544999999999992 -0.087424999999999989 -0.086554999999999979 -0.5425549999999999 0.078435000000000019 0.087505000000000013 0.087325000000000014 0.092545000000000016 0.087955000000000019 -0.080114999999999978 0.096675000000000011 0.13302000000000003 0.5140450000000002 -0.16130999999999998 0.13052000000000002 -0.41127499999999995 0.12757000000000002 0.11596500000000001 0.10002500000000002 -0.065034999999999996 0.10455500000000001 0.23311500000000004 0.14804000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 -8 9 -9 -10 19 -13 15 -15 -14 -16 -18 -19 20 -12 22 -22 24 25 26 -24 29 -29 -28
right_child=1 -3 -4 -5 -6 -7 7 8 10 -11 11 12 13 14 16 -17 17 18 -20 -21 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=9.3615952900485857e-05 -0.00014745765683156525 -0.0018109738752669234 0.0023117492331324943 -0.0016420099781362296 -0.001143807584885508 0.0028474310551592635 0.0015986581885954366 0.00019764819982178187 0.0021977387900863374 -0.0031024964220705445 -0.002148285088002343 -0.0045831108635563094 -0.0032147516603939809 0.003245625285697835 -0.0015278897707021852 -7.5855513693303563e-05 -0.00083022324019452762 0.0027526856598409791 -0.00055985391605645424 0.0013565434277656356 0.0014550181462637786 -0.001552089615766558 0.0017946057836525143 -0.0020167293631507513 0.0031769802700728177 -0.0020320610794962186 -3.8228455281056359e-05 -0.0033889127222614156 0.0004355547457145384 0.0022040595334989056
leaf_weight=1264 22 22 35 20 30 21 26 23 21 20 22 24 26 21 34 79 32 27 25 35 38 28 36 26 20 28 1036 27 26 27
leaf_count=1264 22 22 35 20 30 21 26 23 21 20 22 24 26 21 34 79 32 27 25 35 38 28 36 26 20 28 1036 27 26 27
internal_value=0 0.000478807 0.00136258 -1.24345e-05 -1.64974e-06 9.80238e-06 -1.02549e-05 -8.71692e-05 -0.000113244 -0.0013373 -8.11105e-05 -0.000110706 -0.000558216 -0.000162325 0.000359488 -0.000853106 -0.000154146 0.000401893 0.00116012 -2.18011e-05 -5.85149e-05 -2.29306e-05 1.09431e-05 -3.38161e-05 9.14701e-06 -4.45451e-05 3.7626e-06 -5.40065e-05 -0.00151276 1.87252e-05
internal_weight=0 79 57 3042 3022 2992 2971 1707 1681 43 1638 1617 268 244 139 105 118 84 52 1349 1314 1292 1264 1226 1200 1180 1152 1116 53 1063
internal_count=3121 79 57 3042 3022 2992 2971 1707 1681 43 1638 1617 268 244 139 105 118 84 52 1349 1314 1292 1264 1226 1200 1180 1152 1116 53 1063
is_linear=0
shrinkage=0.1


Tree=1198
num_leaves=31
num_cat=0
split_feature=12 14 15 14 14 12 1210 475 49 42 16 1185 13 1209 16 133 133 42 15 481 402 1455 43 2 1186 1213 43 2 15 403
split_gain=0.00212971 0.00847311 0.00907684 0.00797999 0.00784555 0.00761772 0.0168728 0.00984611 0.0133827 0.0110017 0.010219 0.011243 0.0119605 0.00879142 0.0323858 0.00850426 0.00718756 0.0150311 0.0139713 0.0363758 0.0105213 0.00924226 0.00791166 0.00899942 0.00728828 0.0098796 0.00898611 0.00665795 0.0416023 0.0116517
threshold=0.086420000000000011 0.078400000000000011 0.082685000000000022 0.078745000000000009 0.023790000000000002 0.087765000000000024 -0.05860499999999999 -0.081219999999999987 0.084945000000000007 0.087075000000000014 -0.079734999999999986 0.084795000000000009 -0.010094999999999998 -0.079679999999999987 -0.082404999999999992 -1.0000000180025095e-35 0.11524500000000001 0.089015000000000025 0.087575000000000014 -0.084744999999999987 0.10842 0.093715000000000007 -0.011244999999999998 0.092120000000000021 -0.0046349999999999994 0.04198000000000001 -0.0077799999999999996 0.084755000000000011 0.081070000000000017 -0.0059799999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 16 6 -2 -8 9 10 11 12 -9 14 -7 -11 18 -18 20 -20 21 24 -21 -24 -1 27 -27 29 -29 -26
right_child=3 2 -4 -5 -6 13 7 8 -10 15 -12 -13 -14 -15 -16 -17 17 -19 19 22 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.0016980970998432628 0.0029525794230201947 0.0026402769286347477 3.586427883419674e-05 -0.0015154072751043246 -0.0020590546341346847 -0.0043282588210422548 -0.0016678475880656731 0.0010013073217123747 0.0028790063531645999 0.00053970277817411854 0.0025669649619465837 0.0021431557246251033 -0.0024156669425706026 6.5855936755992273e-05 0.001173896249383688 -0.0020676097314772678 -0.0032962792109520662 0.00044404222227802331 0.004896644370164723 -0.0012840782156908299 -0.0021877893935889005 -0.0020992313106746778 0.0023662857511746035 -0.00059768909472040837 -0.0011251071650934007 6.1474480510999765e-05 0.0028594746561297641 -0.00010945715281588043 -0.0039715195219193044 0.0005539558116431705
leaf_weight=27 28 23 32 31 21 20 22 20 22 22 26 20 21 1437 23 29 21 22 20 27 25 23 21 20 49 24 22 730 29 264
leaf_count=27 28 23 32 31 21 20 22 20 22 22 26 20 21 1437 23 29 21 22 20 27 25 23 21 20 49 24 22 730 29 264
internal_value=0 -9.15883e-05 0.00112498 7.45053e-05 -0.000141337 0.000103669 0.000667294 0.000315712 0.000588452 0.000223291 0.000906912 0.000199348 -0.00074885 2.36956e-05 -0.00138525 -0.000942887 -0.00011092 -0.00138263 -6.82315e-05 0.00114774 -0.000157926 -0.000114478 4.51192e-05 0.000920444 -7.461e-05 -3.54024e-05 0.00139965 -9.69811e-05 -0.000257019 0.000291099
internal_weight=0 1400 55 1721 1345 1690 210 182 160 138 87 61 41 1480 43 51 1324 43 1281 88 1193 1168 68 41 1145 1118 46 1072 759 313
internal_count=3121 1400 55 1721 1345 1690 210 182 160 138 87 61 41 1480 43 51 1324 43 1281 88 1193 1168 68 41 1145 1118 46 1072 759 313
is_linear=0
shrinkage=0.1


Tree=1199
num_leaves=31
num_cat=0
split_feature=3 11 104 33 120 40 33 1 1 9 2 16 9 2 150 16 148 16 51 43 0 42 402 12 15 15 0 4 2 2
split_gain=0.00208033 0.00316519 0.00485196 0.00397419 0.00293722 0.00648577 0.00298126 0.00277514 0.00448359 0.00442071 0.0046277 0.00367231 0.00312334 0.00350989 0.00290889 0.0124182 0.00494448 0.00320344 0.0251993 0.0132119 0.00760103 0.0107538 0.0101436 0.0100414 0.0123806 0.0144303 0.00798064 0.007245 0.0284858 0.0112941
threshold=0.63141500000000017 -0.072629999999999986 0.079665000000000014 -0.044254999999999996 0.09852000000000001 -0.24134999999999998 0.08573500000000002 0.14860500000000001 0.13968000000000003 0.089995000000000006 -0.055814999999999997 -0.25582999999999995 -0.085744999999999988 -1.0000000180025095e-35 0.12820000000000001 -0.014754999999999999 0.099425000000000013 -0.16927999999999996 0.081440000000000026 -0.092909999999999979 -0.26343999999999995 0.089810000000000015 0.086855000000000016 0.088105000000000003 -0.03241999999999999 -0.21699999999999997 -0.094299999999999981 0.076415000000000025 0.097220000000000015 0.11474000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 9 10 -7 -10 -12 -14 16 -16 17 18 19 -15 -21 22 23 24 25 -22 -23 -19 -29 -30
right_child=-2 2 -4 4 -6 6 -8 -9 11 -11 12 -13 13 14 15 -17 -18 27 -20 20 21 26 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0012609798219637015 -0.00094753741286695008 0.0014152668276801706 -0.0013885644562542439 0.0016820320102851839 -0.0011775708679730695 0.0013159653489883232 -0.0011377914454383047 -0.00096831959752558645 0.0020173685051850044 -0.0011340502950855913 -0.0011353865680575838 0.00018262395945688089 0.0012982377372238608 -0.0017967234135874987 0.0025560687695230758 -0.00084365254098718817 -0.0015053711635780267 -9.808120359623238e-07 -0.0036475893026883047 -0.0015704969155856154 -0.0007889346178853885 -0.0016134814204027256 -0.0012886352543500835 0.0024358026030268974 -0.00087440958123880669 0.0024623762112960957 0.0005993323490006983 0.0042412612942280253 -0.0014072072634724354 0.00085291429518360605
leaf_weight=20 23 20 25 23 21 27 23 29 20 34 24 24 21 38 21 22 22 2293 21 22 20 39 20 41 37 43 28 20 33 67
leaf_count=20 23 20 25 23 21 27 23 29 20 34 24 24 21 38 21 22 22 2293 21 22 20 39 20 41 37 43 28 20 33 67
internal_value=0 7.03465e-06 -1.11314e-06 1.02482e-05 9.83357e-07 9.20037e-06 -3.67187e-06 5.12272e-06 1.47345e-05 -5.02973e-07 1.29775e-05 0.0010166 5.54924e-07 1.02638e-05 5.58963e-07 0.000816676 -1.22301e-05 -1.62047e-07 -0.000303316 -5.94631e-05 0.000204601 0.000375882 0.000818916 0.00111786 0.000577503 0.00143021 -0.000688723 3.86588e-05 0.000796105 0.000107074
internal_weight=0 3098 3078 3053 3033 3012 2989 2966 2937 2893 2859 44 2832 2808 2787 43 2744 2722 309 288 250 228 161 141 100 63 67 2413 120 100
internal_count=3121 3098 3078 3053 3033 3012 2989 2966 2937 2893 2859 44 2832 2808 2787 43 2744 2722 309 288 250 228 161 141 100 63 67 2413 120 100
is_linear=0
shrinkage=0.1


Tree=1200
num_leaves=31
num_cat=0
split_feature=132 132 132 16 15 132 16 1177 390 15 15 2 15 51 401 16 480 1456 160 403 1208 403 133 12 12 0 0 0 1212 133
split_gain=0.0020618 0.00412665 0.00295113 0.00807963 0.012337 0.00639964 0.00515372 0.00435705 0.0038142 0.00338304 0.0112469 0.030988 0.00925799 0.00516121 0.00723952 0.00604784 0.00548782 0.0156807 0.0149206 0.0127659 0.0144385 0.026469 0.0113986 0.00740547 0.0147174 0.00823089 0.0324674 0.0258657 0.0246556 0.0170755
threshold=-0.43443999999999999 -0.26631499999999991 -0.084389999999999979 -0.089669999999999986 0.084370000000000014 -0.1075 -0.0073349999999999986 -0.083709999999999993 0.089375000000000024 0.084370000000000014 0.082685000000000022 0.084055000000000005 0.084735000000000019 0.10501000000000001 0.13485500000000003 0.0028900000000000006 0.086995000000000017 0.091180000000000011 -0.025879999999999997 -0.54631999999999992 0.099975000000000008 -0.52800499999999995 0.40945500000000007 0.099815000000000015 0.097325000000000009 -0.082974999999999979 -0.084269999999999984 -0.082394999999999982 0.087615000000000012 -0.011534999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5 -4 9 10 -9 -12 -11 14 16 -15 17 19 -18 22 21 -21 -14 24 25 26 28 -27 29 -23
right_child=1 2 7 4 5 -7 -8 8 -10 12 11 -13 13 15 -16 -17 18 -19 -20 20 -22 23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00072253730434637805 0.0011762599152280017 -0.001695406729624282 0.0014207217715341937 0.0022476868150988595 0.00018281024143410225 -0.0020425225317012518 7.4155405163764962e-05 -1.4961635821922639e-05 -0.0012745522246088671 0.0020345004696327332 0.00031249167278056615 -0.0044970138236489479 -0.0030823539666649281 0.0024037874104189025 -0.0015778037970169232 0.0001221178350253747 0.00046713415138197674 0.0028791150787756559 -0.0029426220449663347 -0.0031561338148700692 0.0021342152643892159 -0.00028390585584440819 0.00014003714147422996 -0.00057807958563694693 0.0029612394992173429 -0.0032388765319107428 0.003118938690620578 0.00018527977335507277 -0.0023977255645149854 0.0017294678816815814
leaf_weight=39 30 38 22 24 24 28 20 1873 23 26 37 21 23 21 26 26 33 21 21 24 37 93 21 98 21 24 45 273 32 77
leaf_count=39 30 38 22 24 24 28 20 1873 23 26 37 21 23 21 26 26 33 21 21 24 37 93 21 98 21 24 45 273 32 77
internal_value=0 9.14307e-06 -2.32924e-06 -0.000461202 2.73376e-05 -0.00101545 0.00125972 1.8743e-05 8.09265e-06 1.8361e-05 -5.74305e-05 -0.00142888 0.000173725 0.000120909 6.5705e-05 0.00114159 0.000116394 0.000183143 -0.000858882 0.000109425 0.000209934 0.000106297 -0.00154439 0.000224394 0.000363584 0.000263307 0.000689841 -9.14197e-05 0.000148706 0.000628034
internal_weight=0 3082 3052 134 96 52 44 2918 2896 2873 1931 58 942 916 869 47 843 789 54 768 724 687 44 663 565 544 247 297 202 170
internal_count=3121 3082 3052 134 96 52 44 2918 2896 2873 1931 58 942 916 869 47 843 789 54 768 724 687 44 663 565 544 247 297 202 170
is_linear=0
shrinkage=0.1


Tree=1201
num_leaves=31
num_cat=0
split_feature=33 9 2 124 38 120 40 40 11 1 0 43 4 3 0 3 1201 1208 1210 0 3 48 160 1 1375 3 43 43 3 124
split_gain=0.00184257 0.00269351 0.0242515 0.00271765 0.00434196 0.00266309 0.00536705 0.00279574 0.00357378 0.00391104 0.0136447 0.0102697 0.0283365 0.00993687 0.00792268 0.00778716 0.00777193 0.00707736 0.0237535 0.00732233 0.00842058 0.00897237 0.0163191 0.0165828 0.0132876 0.00797782 0.0360416 0.010772 0.0153315 0.00913945
threshold=-0.012019999999999998 0.091600000000000015 -0.15339499999999998 -0.24044499999999999 0.10777500000000002 0.091385000000000008 -0.24134999999999998 0.088160000000000016 0.096435000000000007 0.085760000000000017 -0.23051499999999997 0.062770000000000006 -0.075889999999999999 0.10299500000000002 0.12445000000000002 -0.16726499999999997 -0.08151499999999999 0.10233500000000001 -0.063274999999999984 -0.26609999999999995 0.084940000000000015 0.089670000000000014 1.0000000180025095e-35 0.14326500000000003 1.0000000180025095e-35 -0.0096849999999999974 -0.011694999999999999 -0.008069999999999999 -0.077104999999999993 -0.0066649999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5 8 9 10 -8 14 -13 15 17 -12 -17 18 -11 -20 25 22 23 -22 -23 27 29 -21 -29 -27
right_child=1 2 -4 4 -6 -7 7 -9 -10 11 13 12 -14 -15 -16 16 -18 -19 19 20 21 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00080756244507418677 -0.0011669725086539985 -0.00098316336586845641 0.003363935449825866 0.0015938333282801546 0.0014354732418377395 -0.0010793753687049384 0.0026580701288185082 0.0010644005564245163 0.00086498286568611462 -0.0033210178943012254 0.0017109264004310327 -0.0043120061737929724 -0.00026496264142258078 -0.0021850282279774545 -0.0016315887311066036 -0.0018377893032844772 5.4223859482913868e-05 0.0017832552271318577 -0.0016869206177070738 -0.00022305443027686642 -8.9310047136994242e-05 0.0004167385825952162 0.0030880823960497735 0.0029668491958132525 -0.0024133503570088321 0.00052394665949775476 -0.0046379434343959604 0.0003305541689116627 0.0032079263928939 -0.0018167486123275012
leaf_weight=28 20 33 21 21 21 23 20 24 45 22 28 22 81 20 32 22 1653 21 25 443 92 79 31 22 21 69 21 117 22 22
leaf_count=28 20 33 21 21 21 23 20 24 45 22 28 22 81 20 32 22 1653 21 25 443 92 79 31 22 21 69 21 117 22 22
internal_value=0 7.31062e-06 0.000707375 -5.12883e-06 2.56805e-06 -7.46898e-06 8.18031e-07 -1.05067e-05 -1.93114e-05 -3.31046e-05 6.11402e-05 -0.000176948 -0.00112938 3.0996e-05 -8.25294e-05 5.70209e-05 2.93735e-05 -3.33041e-05 -7.19935e-05 2.15439e-06 4.71244e-05 0.000551129 0.00105369 0.000500475 -0.00017758 -0.000130802 -0.000903687 1.79315e-05 0.000785966 -4.19357e-05
internal_weight=0 3093 54 3039 3019 2998 2975 2954 2930 2885 1743 1142 103 1723 1039 1703 1675 1007 986 964 939 245 145 114 100 694 112 582 139 91
internal_count=3121 3093 54 3039 3019 2998 2975 2954 2930 2885 1743 1142 103 1723 1039 1703 1675 1007 986 964 939 245 145 114 100 694 112 582 139 91
is_linear=0
shrinkage=0.1


Tree=1202
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1208 1209 1209 401 401 43 1209 401 402 1446 133 0 0 2 402 1212 1212 400 130 42 0 399 12 1203 1213 42 1212
split_gain=0.0020032 0.00484358 0.00804216 0.00253071 0.00253764 0.00287042 0.00279387 0.00626716 0.0054046 0.00517104 0.004108 0.00296381 0.0170239 0.0148216 0.006205 0.00744057 0.00833872 0.00499738 0.00345809 0.00920334 0.00393337 0.0142086 0.0149893 0.01537 0.00499626 0.0169988 0.00619345 0.0067715 0.0132975 0.00726123
threshold=0.12461500000000002 0.10837500000000001 0.098655000000000007 0.080860000000000015 -0.092099999999999987 -0.085894999999999985 0.11655000000000001 0.11061500000000002 -0.0090299999999999981 -0.067109999999999989 0.10718500000000002 0.088375000000000023 0.083715000000000026 0.032270000000000007 -0.064754999999999993 -0.082484999999999989 0.084415000000000004 0.087195000000000009 0.12799000000000002 0.11387000000000001 -0.082934999999999995 0.087820000000000023 -0.015274999999999999 -0.082084999999999977 0.090310000000000015 0.091840000000000019 0.10304500000000001 0.060985000000000004 -0.019989999999999997 -0.009474999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 9 -8 -7 11 17 13 14 15 16 -13 18 19 20 21 22 23 -11 26 -26 27 29 -29 -22
right_child=-2 -3 -4 -5 5 6 8 -9 -10 10 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0010051922416314484 -0.00099758767290040844 0.0014522159866907675 -0.0018277650677191561 0.0010327878175303341 -0.0011715276299842767 0.0012871559611671874 0.0001847051151068599 0.0016597781725146848 -0.0017230314027983696 0.0042252299102509159 -0.0013725756511452016 0.0011846288306093435 0.0026104912948634092 -0.0025674435298424217 -0.0012305372130041097 0.001765096177175445 -0.00070694223406327962 -0.0015656522453008665 -0.0010340728514799567 0.0016554250018530046 -0.0010999307235968964 -0.0016074184578346005 -0.00055370418539732111 0.00048334880252479622 -0.0026219986326571918 0.00055254910639141103 -0.0017778124066535385 -0.0002558801308623515 0.0024265879237756246 -1.1343750220532962e-05
leaf_weight=25 20 23 24 24 21 31 33 23 27 23 22 41 29 20 22 38 54 21 33 33 63 22 27 21 31 37 20 42 33 2238
leaf_count=25 20 23 24 24 21 31 33 23 27 23 22 41 29 20 22 38 54 21 33 33 63 22 27 21 31 37 20 42 33 2238
internal_value=0 6.43398e-06 -4.36946e-06 9.95978e-06 1.85817e-06 -6.48904e-06 1.70996e-06 1.55708e-05 -0.000673776 2.53506e-06 -1.13406e-05 -8.25481e-07 0.000366432 -5.44076e-06 0.00032514 0.00058247 0.00010942 -2.91615e-05 -1.68602e-05 -3.89961e-06 -2.53144e-05 0.00061309 0.00130114 0.00243933 -4.94101e-05 -0.000894671 -2.5421e-05 -1.06702e-05 0.000924406 -4.11486e-05
internal_weight=0 3101 3078 3054 3030 3005 2984 2924 60 2901 2870 2848 204 175 155 133 95 2644 2623 2590 2557 93 71 44 2464 68 2396 2376 75 2301
internal_count=3121 3101 3078 3054 3030 3005 2984 2924 60 2901 2870 2848 204 175 155 133 95 2644 2623 2590 2557 93 71 44 2464 68 2396 2376 75 2301
is_linear=0
shrinkage=0.1


Tree=1203
num_leaves=31
num_cat=0
split_feature=1203 132 4 393 393 142 9 147 11 12 11 1429 16 51 155 155 2 16 13 42 42 52 43 51 159 1451 43 1375 1371 43
split_gain=0.002006 0.0290956 0.0197028 0.00261048 0.00292268 0.00243606 0.0027331 0.00363062 0.00332927 0.00562393 0.00451696 0.00592464 0.00558842 0.0198892 0.00705792 0.00477537 0.0037651 0.00344024 0.0152153 0.00835562 0.00766819 0.00743781 0.00652126 0.00383096 0.00914402 0.00345597 0.00371568 0.0217622 0.0117955 0.00845492
threshold=0.089165000000000008 -0.083284999999999984 -0.079764999999999989 0.11146500000000002 0.10358500000000001 -0.06316999999999999 0.099965000000000012 0.10479500000000001 0.096435000000000007 0.10388500000000002 0.092630000000000018 0.12365500000000001 0.62925500000000012 -0.21316999999999997 0.12509500000000004 0.10626500000000001 0.10402500000000002 0.38525000000000004 -0.075129999999999988 0.095885000000000012 0.093775000000000011 -0.53964499999999982 -0.065269999999999981 -0.14660499999999996 0.078675000000000009 0.089825000000000002 -0.084004999999999982 -0.15308499999999997 1.0000000180025095e-35 -0.083269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 8 10 -10 11 12 14 -14 15 17 -17 23 -19 20 21 -20 -23 24 -7 26 27 -25 -29 -28
right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 -12 -13 13 -15 -16 16 -18 18 19 -21 -22 22 -24 25 -26 -27 29 28 -30 -31
leaf_value=0.0010871716053225101 0.0035008352599106732 -0.0032428931910544636 0.00063478068056467335 -0.00089765845226462589 0.0010323598053892729 -0.0021184715883074598 -0.00091161004341248528 0.0011444012298145228 0.0020878985524177551 -3.7234122900179396e-05 -0.0014625491965985435 0.0016105452107942919 0.00049009752350256724 -0.0033687006391119215 0.0017276489433994437 -0.00014750584758495768 -0.0018662719476269561 0.0030181598430499435 0.0010613265773281456 -0.0014413973107805541 0.0022379123268183323 -0.0018944313698448243 0.00049593810967746234 0.0034222728784152425 0.00054155302350409327 0.0011707023571943865 -0.0017715714932031311 0.00016202342719647995 -0.0020574106466956436 -7.8843010534760988e-05
leaf_weight=20 23 20 38 33 27 28 34 27 20 33 22 22 34 22 23 26 25 20 40 29 20 25 21 20 24 24 30 568 25 1798
leaf_count=20 23 20 38 33 27 28 34 27 20 33 22 22 34 22 23 26 25 20 40 29 20 25 21 20 24 24 30 568 25 1798
internal_value=0 0.000491148 -0.000702348 -1.30865e-05 -3.37888e-06 -1.27631e-05 -2.01951e-05 -9.83687e-06 -2.05869e-05 0.000764703 -3.52111e-05 -2.40916e-05 -3.6926e-05 -0.00102586 -1.67584e-05 -3.14927e-05 -0.000990038 -1.31971e-05 0.000444051 6.27015e-05 0.0004742 6.40346e-05 -0.000803176 -4.1355e-05 -0.000890768 -2.34363e-05 -3.51771e-05 0.000177878 6.84554e-05 -0.000106623
internal_weight=0 81 58 3040 3007 2980 2960 2926 2899 53 2846 2824 2802 56 2746 2723 51 2672 155 135 106 86 46 2517 52 2465 2441 613 593 1828
internal_count=3121 81 58 3040 3007 2980 2960 2926 2899 53 2846 2824 2802 56 2746 2723 51 2672 155 135 106 86 46 2517 52 2465 2441 613 593 1828
is_linear=0
shrinkage=0.1


Tree=1204
num_leaves=31
num_cat=0
split_feature=473 16 154 12 130 399 400 1203 132 394 12 2 43 4 1203 3 12 12 13 3 130 51 43 12 42 50 12 3 12 131
split_gain=0.00211154 0.00291427 0.00242409 0.00278263 0.00484303 0.00228887 0.00516164 0.00263558 0.015862 0.00618083 0.00256781 0.0100843 0.0105172 0.0138285 0.00854609 0.00642497 0.00451155 0.0179469 0.00977761 0.0139173 0.012014 0.0144252 0.0112556 0.0132091 0.00766144 0.00620991 0.00728308 0.0134062 0.0115674 0.0062774
threshold=-0.23352999999999996 0.64105000000000001 0.085530000000000009 0.23631000000000002 -0.22562499999999999 -0.065739999999999979 -0.080619999999999983 0.089005000000000015 -0.083284999999999984 0.10969000000000002 0.10866500000000003 0.10381000000000001 -0.065269999999999981 0.018150000000000003 -0.054459999999999988 -0.077564999999999981 0.097145000000000023 0.096525000000000014 -0.15078499999999997 -0.071329999999999991 0.099400000000000002 1.0000000180025095e-35 -0.14035499999999998 0.098330000000000015 -0.084624999999999992 -0.47060499999999994 0.095330000000000012 -0.078084999999999988 0.096075000000000008 0.11925000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 9 -9 10 14 12 -12 -14 -7 -13 17 25 -18 20 21 22 -20 -24 -25 -16 29 28 -28 -27
right_child=1 -3 -4 -5 5 7 -8 8 -10 -11 11 15 13 -15 16 -17 18 -19 19 -21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.0010242099221795798 0.0014059721771627666 -0.00087695935569507503 -0.0010185689923515463 -0.0011351998928668245 -0.00057852879070433916 -0.0020391434235664616 0.001310303626367106 0.0012056105193155617 -0.0023680935855265018 0.0017174381277159445 -0.00046042612922410001 -0.0019464956375304611 0.00069982630093596903 0.0037914577512192017 0.001748249435622711 5.7402084094064784e-05 0.0015098747930702909 0.0021565417014360907 0.00067341906336985317 -0.0024797072912299298 0.0019716410714733816 0.0016192689366737166 -0.0036017454081130303 -0.0025235282998024066 -0.00039801614491168308 -5.6105683592404974e-06 -0.0012463201853361999 -0.0028796883989125489 0.001755939144641161 0.0016203448675999729
leaf_weight=20 25 38 23 21 23 21 39 23 27 21 29 20 39 23 20 80 24 39 34 34 21 26 22 22 74 2230 33 25 21 24
leaf_count=20 25 38 23 21 23 21 39 23 27 21 29 20 39 23 20 80 24 39 34 34 21 26 22 22 74 2230 33 25 21 24
internal_value=0 -6.60567e-06 4.19205e-06 1.193e-05 1.99094e-05 8.33575e-06 0.000609608 -4.37873e-06 -0.00072419 8.10931e-06 -4.43731e-06 0.000349773 0.00111148 0.00184672 -2.9776e-05 -0.000343377 -1.38467e-05 2.89301e-05 -0.000411987 -0.000609947 -0.00029049 -0.000557371 -0.000929691 -0.0013916 -0.000885113 -6.33419e-06 -2.13756e-05 -0.00096514 -7.87749e-05 1.17022e-05
internal_weight=0 3101 3063 3040 3019 2994 62 2932 50 2882 2861 191 91 62 2670 100 2649 2392 257 233 199 178 152 118 96 2353 2333 79 54 2254
internal_count=3121 3101 3063 3040 3019 2994 62 2932 50 2882 2861 191 91 62 2670 100 2649 2392 257 233 199 178 152 118 96 2353 2333 79 54 2254
is_linear=0
shrinkage=0.1


Tree=1205
num_leaves=31
num_cat=0
split_feature=132 1203 1201 1200 1203 15 1186 130 393 4 130 1186 1203 4 52 1213 2 1213 1212 1211 1211 402 1208 2 402 1209 1213 402 402 484
split_gain=0.00203707 0.00401998 0.00334654 0.00227011 0.0032803 0.0117669 0.00272709 0.00430005 0.0085021 0.00682159 0.0052195 0.00557169 0.0110099 0.00472396 0.00514711 0.00291192 0.010341 0.00746723 0.0047394 0.00468265 0.0102395 0.00738757 0.00546146 0.0285629 0.0171293 0.00614802 0.0162069 0.00513895 0.00663661 0.0241204
threshold=-0.43443999999999999 -1.0000000180025095e-35 -0.081779999999999978 0.089625000000000024 0.089165000000000008 0.088060000000000013 -0.10142499999999997 -0.067864999999999995 0.097165000000000015 -0.088784999999999989 -0.014104999999999998 0.068350000000000008 0.085960000000000023 -0.065794999999999979 -0.075329999999999994 0.12389500000000002 0.084415000000000004 0.23509000000000002 0.11534000000000001 0.087635000000000005 0.09993500000000001 0.2506000000000001 0.10383000000000002 0.090935000000000016 0.13628000000000004 0.087170000000000011 -0.069109999999999991 0.11942500000000002 0.088375000000000023 -0.081614999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4 8 9 -8 -9 12 15 -11 -15 18 -17 -18 19 21 -21 22 24 -24 25 27 -27 28 -12 -30
right_child=1 2 3 -5 5 -7 7 10 -10 13 11 -13 -14 14 -16 16 17 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00071819069040103415 0.0012472734732839924 0.0011747511035840338 -0.00099825967772630979 -0.00097946231253445161 -0.00056780101910520054 0.0026585237705148757 0.0017738078767433763 -0.0013921322892981283 0.0019663159606352564 -0.0015409330754747234 -7.0988571140378635e-05 0.0012716907517504737 -0.0021244536993326622 0.0012442201716252245 -0.00057221301980555446 0.0021212828312335268 0.0010034727889275097 -0.0014932283796370031 -0.0011425432283431291 0.002680106160696596 -0.0003556065019220114 -0.0018600137753475628 -0.0034306198051199319 0.001399118894187268 0.0029158054894651286 -0.00034252448842835297 0.003286267183721066 -0.0013250683749755545 -0.0024011443009261382 0.0012055061571596001
leaf_weight=39 26 24 28 24 26 20 20 28 32 22 2236 33 25 26 39 28 23 25 38 20 25 22 25 24 20 32 20 31 22 118
leaf_count=39 26 24 28 24 26 20 20 28 32 22 2236 33 25 26 39 28 23 25 38 20 25 22 25 24 20 32 20 31 22 118
internal_value=0 9.08807e-06 -1.44623e-06 -1.07565e-05 -3.02746e-06 0.000834949 -1.60413e-05 -6.66768e-06 0.000536195 0.000108496 -3.36652e-05 -1.99185e-05 -3.55085e-05 -0.000274335 0.00015436 -1.62307e-05 0.000594014 -0.000296892 -3.3845e-05 -1.76098e-05 0.000993599 -3.54546e-05 -1.95763e-05 -0.00106503 1.0882e-06 -2.26183e-05 0.00105316 -4.58592e-05 -2.91691e-05 0.000638747
internal_weight=0 3082 3056 3032 3008 46 2962 2934 139 107 2795 2767 2734 87 65 2709 76 48 2633 2595 45 2550 2528 49 2479 2459 52 2407 2376 140
internal_count=3121 3082 3056 3032 3008 46 2962 2934 139 107 2795 2767 2734 87 65 2709 76 48 2633 2595 45 2550 2528 49 2479 2459 52 2407 2376 140
is_linear=0
shrinkage=0.1


Tree=1206
num_leaves=31
num_cat=0
split_feature=1210 401 157 11 11 16 43 52 11 11 399 11 1211 133 399 401 403 402 1203 132 1203 2 2 15 4 15 3 0 4 0
split_gain=0.00250472 0.0019786 0.00194791 0.0030901 0.0158168 0.0101651 0.0150625 0.00639744 0.00476917 0.00429358 0.00522814 0.00391654 0.00282963 0.00743137 0.00376135 0.00383391 0.0130454 0.00572326 0.00388182 0.0195079 0.00589534 0.00379935 0.0129984 0.0167883 0.0103202 0.0271657 0.0113718 0.0148828 0.0118913 0.0147893
threshold=-0.42132499999999995 -0.47144999999999992 0.63334000000000013 0.08976000000000002 0.095165000000000013 0.63167000000000006 -0.015774999999999994 -0.22660999999999995 0.087575000000000014 0.084680000000000019 -0.088409999999999989 0.10553000000000001 0.11671000000000002 -0.029034999999999995 -0.065739999999999979 -0.06959499999999999 -0.070544999999999983 -0.43418999999999991 0.089005000000000015 -0.083284999999999984 0.086700000000000013 0.089125000000000024 0.089885000000000007 -0.008624999999999999 0.053180000000000012 -0.03241999999999999 0.088060000000000013 -0.062294999999999996 0.010840000000000001 -0.098289999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 8 -7 -6 9 10 -3 -9 14 -14 -12 16 -16 -17 20 -20 21 24 23 -23 26 -26 28 -28 29 -19
right_child=1 2 -4 4 7 6 -8 11 -10 -11 12 -13 13 -15 15 17 -18 18 19 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0009969271887093783 0.00084425494316275472 0.0012323019807368068 0.00083008865756845041 0.002887296212032776 -0.0015527382310803819 0.00017805586204580639 -0.0035742931358981878 -0.00032099978621031536 0.0014483943581581117 -0.0014542233125428624 0.0012525357259817059 0.0014998769337710525 0.0005534589124311294 -0.0020224203569038464 0.0027040813284526979 -0.0017321543651632966 -0.00070879036405434217 0.0012700721634817975 0.0010810661544699385 -0.0030841353772716089 0.0016115438614426902 0.00022888064911392959 2.1954942308411381e-05 0.0036519245204070343 7.9185780926964921e-05 0.003607027813792229 -0.0037526887517222874 1.215753367259389e-05 -0.0019595740963956592 -0.0002306413663752058
leaf_weight=25 27 33 27 22 23 23 20 27 22 21 23 21 21 24 21 20 24 70 23 22 22 38 1162 23 172 25 21 21 37 1061
leaf_count=25 27 33 27 22 23 23 20 27 22 21 23 21 21 24 21 20 24 70 23 22 22 38 1162 23 172 25 21 21 37 1061
internal_value=0 -8.05012e-06 -1.55484e-05 -2.30541e-05 0.000544494 -4.09523e-05 -0.00156722 -0.000181444 -1.83681e-05 -2.9557e-05 -1.91072e-05 0.000475634 -3.36996e-05 -0.000820343 -2.0989e-05 -3.1594e-05 0.000883883 -4.67565e-05 -3.42582e-05 -0.000955255 -1.86304e-05 -3.22668e-05 9.66503e-05 0.00151954 -0.000144325 0.000526881 -0.000253604 -0.00187027 -0.000195471 -0.000137759
internal_weight=0 3096 3069 3042 93 2949 43 71 2906 2884 2863 48 2830 45 2785 2762 45 2717 2697 45 2652 2630 1223 61 1407 197 1210 42 1168 1131
internal_count=3121 3096 3069 3042 93 2949 43 71 2906 2884 2863 48 2830 45 2785 2762 45 2717 2697 45 2652 2630 1223 61 1407 197 1210 42 1168 1131
is_linear=0
shrinkage=0.1


Tree=1207
num_leaves=31
num_cat=0
split_feature=402 1417 1426 474 1420 1424 155 2 155 155 155 15 0 150 48 1 447 14 14 147 0 0 43 15 51 0 48 15 39 1375
split_gain=0.00216612 0.00191285 0.00397292 0.00475597 0.00303279 0.003407 0.00394183 0.00873477 0.00318563 0.00448869 0.00411518 0.00293261 0.00266852 0.0125458 0.00366413 0.00507046 0.00353192 0.00343365 0.00422229 0.0061643 0.0030585 0.00944159 0.0082061 0.00965987 0.0202232 0.00998381 0.0169893 0.0298791 0.0109076 0.0130034
threshold=0.27918000000000004 -1.0000000180025095e-35 -0.052649999999999995 -0.082254999999999981 1.0000000180025095e-35 0.084555000000000005 0.11245500000000001 0.10467500000000002 0.099270000000000011 0.087925000000000017 0.082230000000000011 -0.053579999999999996 -0.24955499999999997 1.0000000180025095e-35 -0.089814999999999992 0.089770000000000016 0.094580000000000011 0.085220000000000004 0.078235000000000013 0.097430000000000003 -0.095504999999999993 -0.094654999999999975 -0.24021999999999996 -0.042209999999999991 0.081440000000000026 -0.10151999999999999 0.085875000000000021 -0.098289999999999975 0.085330000000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -8 9 10 12 -10 13 -4 15 -14 17 18 19 20 22 -22 -16 25 -25 28 27 -27 29 -24
right_child=-2 2 4 -5 -6 -7 7 -9 11 -11 -12 -13 14 -15 16 -17 -18 -19 -20 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00074906545183198029 0.00084563482707987231 0.00019061242679267059 0.0020674534198217866 -0.0018327423151976502 0.0010732141887554183 -0.0012807439591380814 0.0024718846698306152 -0.00041562878494997598 -0.00012916447850875557 0.0011744782492314699 -0.0012228623421313908 -0.0017537731019547208 -0.00018246602216411543 -0.0011419556741159233 0.0016442479798570277 0.001917318359989187 -0.0012665350329252366 0.00096196733880788093 -0.0011952441516182117 0.0017275914747733622 0.0019140263786539436 -3.6495700789562772e-06 0.0007182339666073098 -0.00052149876361839303 -0.0039236517368061918 -0.0049781194559975787 0.00075561083329375842 7.4902589898556484e-05 -0.00093334179446433814 -0.0017801723189894922
leaf_weight=33 30 21 29 26 26 21 20 22 25 32 28 20 23 21 22 23 23 35 31 20 26 2048 221 104 21 22 30 25 70 23
leaf_count=33 30 21 29 26 26 21 20 22 25 32 28 20 23 21 22 23 23 35 31 20 26 2048 221 104 21 22 30 25 70 23
internal_value=0 -8.20739e-06 -1.63794e-05 -0.00092869 -2.13875e-06 -1.15053e-05 -2.51272e-06 0.000959378 -1.63387e-05 -3.28015e-06 -1.65273e-05 -0.000851213 -4.5368e-06 0.000719502 -1.76203e-05 0.000867426 -3.25824e-05 -2.20632e-05 -3.49964e-05 -2.13309e-05 -3.47223e-05 2.03907e-05 -0.000247184 -0.000327827 -0.00109306 -8.31865e-05 -0.00110361 -0.00229034 0.000167044 0.000482728
internal_weight=0 3091 3058 47 3011 2985 2964 42 2922 2877 2845 45 2817 50 2767 46 2721 2698 2663 2632 2612 2074 538 516 125 391 77 47 314 244
internal_count=3121 3091 3058 47 3011 2985 2964 42 2922 2877 2845 45 2817 50 2767 46 2721 2698 2663 2632 2612 2074 538 516 125 391 77 47 314 244
is_linear=0
shrinkage=0.1


Tree=1208
num_leaves=31
num_cat=0
split_feature=3 1 40 39 1 1 9 34 42 34 16 2 8 39 47 39 42 44 11 11 2 11 16 4 43 43 158 147 4 42
split_gain=0.00185633 0.00315818 0.00897962 0.00776571 0.00251274 0.00372399 0.003251 0.00262039 0.00909038 0.0120539 0.00483791 0.00329885 0.0123732 0.00265352 0.00288919 0.00560419 0.00470674 0.00392874 0.0036523 0.00559278 0.0155275 0.00758812 0.00445511 0.0185976 0.00798311 0.00750175 0.0096662 0.00968357 0.0107844 0.00918605
threshold=0.63141500000000017 0.16540500000000002 -0.24452499999999996 0.14059500000000003 0.14860500000000001 0.14554000000000003 0.099965000000000012 -1.0000000180025095e-35 0.088060000000000013 -0.081829999999999986 -0.0094449999999999968 -0.0091949999999999983 0.078785000000000008 0.11402500000000002 0.12958500000000003 0.10713500000000002 0.093775000000000011 0.083555000000000018 0.094350000000000003 0.086080000000000018 0.11093500000000002 0.080705000000000013 -0.16927999999999996 -0.00099499999999999979 -0.11278499999999998 -0.087734999999999994 0.085030000000000008 0.095485000000000014 0.27834500000000006 0.086135000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 9 10 -4 12 -9 14 15 17 -16 18 19 21 -21 22 23 -13 -25 -26 27 28 -27 -28
right_child=-2 -3 3 -5 -6 -7 -8 11 -10 -11 -12 13 -14 -15 16 -17 -18 -19 -20 20 -22 -23 -24 24 25 26 29 -29 -30 -31
leaf_value=-0.0020622788838539105 -0.00089507049718952694 0.0012592016486451031 0.0014890270144678652 0.0018846844497602433 -0.001065743666549679 0.0013338837279228584 -0.0011616347163605192 -0.0025471031242473561 -0.00084146757555358552 0.0031560722915899191 -0.00053265514333957224 -0.0033356204652227463 0.00080675394591790705 -0.0010672892360953088 0.0015096948096470443 0.0015865967405261474 -0.0003903805982025171 -0.0013468099800361829 0.00080909782328591161 -0.0025372719458149127 0.00091626662938126726 0.0014209512612511832 2.5053778546547806e-05 -0.0020419490057975056 0.0018455787608399989 -0.00027930302188575629 0.0019518912879747015 0.001180904102511704 -0.0021687294515963323 -0.00052957587837366971
leaf_weight=21 23 20 20 22 22 21 24 22 34 21 29 20 22 23 32 22 22 22 54 30 23 37 2273 21 20 88 35 26 46 26
leaf_count=21 23 20 20 22 22 21 24 22 34 21 29 20 22 23 32 22 22 22 54 30 23 37 2273 21 20 88 35 26 46 26
internal_value=0 6.64514e-06 -1.49363e-06 1.26629e-05 -9.06953e-07 6.86816e-06 -2.44579e-06 6.92771e-06 0.000500011 0.00115159 0.000292521 -1.09776e-05 -0.000870175 2.42835e-06 1.12247e-05 -3.03546e-06 0.00073559 -1.5888e-05 -5.03948e-06 -2.16608e-05 -0.00103857 -8.676e-07 -2.14575e-05 -0.000396352 -0.00017198 -9.037e-06 -0.000176876 -0.000585229 -0.000927912 0.000894217
internal_weight=0 3098 3078 3057 3035 3013 2992 2968 104 70 49 2864 44 2820 2797 2743 54 2721 2699 2645 53 2592 2555 282 262 241 221 160 134 61
internal_count=3121 3098 3078 3057 3035 3013 2992 2968 104 70 49 2864 44 2820 2797 2743 54 2721 2699 2645 53 2592 2555 282 262 241 221 160 134 61
is_linear=0
shrinkage=0.1


Tree=1209
num_leaves=31
num_cat=0
split_feature=132 0 13 130 15 403 42 1177 390 148 148 2 1 2 10 13 13 0 1373 1375 1 13 147 3 1 3 4 474 3 52
split_gain=0.00182088 0.00848383 0.0108181 0.00914236 0.00848548 0.00537988 0.00471371 0.00397078 0.00347724 0.00300431 0.007158 0.00658104 0.0141402 0.0040153 0.00298413 0.00762525 0.00407272 0.0148149 0.0063003 0.0102297 0.00578648 0.0059771 0.00527261 0.00713706 0.0166956 0.00758341 0.0240424 0.0072398 0.00706878 0.00763917
threshold=-0.084389999999999979 -0.072269999999999987 0.056795000000000005 0.10367000000000003 0.084370000000000014 -0.07687999999999999 -0.015274999999999999 -0.083709999999999993 0.089375000000000024 -0.079549999999999996 -0.065034999999999996 0.11215000000000001 0.099195000000000019 0.089775000000000008 0.087010000000000018 -0.085584999999999981 -0.17933499999999997 -0.14116499999999996 -1.0000000180025095e-35 -0.27302499999999996 0.11374000000000002 -0.43167499999999998 0.090425000000000019 0.11924500000000002 0.13146500000000003 0.076840000000000006 0.076415000000000025 0.087035000000000015 0.097915000000000016 -0.083374999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -2 9 11 -11 12 13 -9 16 -16 17 -12 -18 -20 21 -19 23 25 -25 -21 27 28 29 -27
right_child=7 -3 -4 -5 5 -7 -8 8 -10 10 14 -13 -14 -15 15 -17 18 20 19 22 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0018145363449584694 0.001358538089235398 -0.0018123532067083063 0.0018641779705201493 -0.0020498468661501717 -0.0020268244859762488 9.2381036475948667e-05 0.00011500599051013272 -0.00077334277701970097 -0.0012146985239308815 0.0015271202140866081 -0.0024064728422672488 0.0010996196779333764 -0.0030036553234347833 0.00081307243607524381 0.0021896411643617534 -0.00024465179491427636 -0.0016465737061067062 -0.00024400049992634551 0.0023056618729606275 2.8543827775919263e-05 -0.0005323478171752917 0.0020357971798385614 -0.0013816033507912206 -0.0031897283571941611 0.00052139810995194475 0.0013726358079690149 0.0034649755434926462 -0.0012770150885141145 0.00166009163682198 -0.00098044502995656558
leaf_weight=25 22 31 26 26 25 23 47 39 23 32 32 21 23 27 22 31 22 23 20 2259 74 23 26 22 27 22 27 27 37 37
leaf_count=25 22 31 26 26 25 23 47 39 23 32 32 21 23 27 22 31 22 23 20 2259 74 23 26 22 27 22 27 27 37 37
internal_value=0 -0.000289594 -1.51427e-05 -0.000349816 1.85237e-05 -0.00101137 0.000705121 2.01465e-05 9.97917e-06 1.97834e-05 4.01872e-05 -0.000492722 -0.000868444 -0.000124355 2.27643e-05 0.000765809 8.0588e-06 -0.000494668 3.831e-05 5.31133e-05 1.51465e-05 0.000895898 3.49768e-05 4.9961e-05 -0.00114482 7.42633e-05 0.000762799 0.000169638 0.00057651 -0.000103025
internal_weight=0 203 172 146 120 48 72 2918 2896 2873 2763 110 89 66 2731 53 2678 152 2526 2504 120 46 2484 2458 49 2409 150 123 96 59
internal_count=3121 203 172 146 120 48 72 2918 2896 2873 2763 110 89 66 2731 53 2678 152 2526 2504 120 46 2484 2458 49 2409 150 123 96 59
is_linear=0
shrinkage=0.1


Tree=1210
num_leaves=31
num_cat=0
split_feature=1203 1204 130 12 130 133 130 132 123 38 1210 400 1203 1203 399 132 13 13 456 133 1374 484 151 133 133 13 133 42 13 52
split_gain=0.00180658 0.00252996 0.00405174 0.00767506 0.00366699 0.00337286 0.00346549 0.00442578 0.00430298 0.00310726 0.00297125 0.00276023 0.0025625 0.00834454 0.00336616 0.00908634 0.00317671 0.0143702 0.0311908 0.0308316 0.0176878 0.0172487 0.0111424 0.0110983 0.0101515 0.00844974 0.0140037 0.0142114 0.0126789 0.0115197
threshold=0.10970500000000001 0.058775000000000008 0.12680500000000003 0.097145000000000023 0.11890500000000002 -0.54084999999999994 0.10923000000000001 -0.41127499999999995 -0.088149999999999992 0.10657000000000001 -0.42132499999999995 -0.096814999999999984 0.10250500000000001 0.089165000000000008 0.090310000000000015 -0.083919999999999981 -0.084419999999999981 -0.085964999999999986 0.041000000000000002 0.089405000000000012 0.088460000000000011 0.041405000000000004 -0.10007499999999998 0.084415000000000018 0.10722500000000001 -0.08231999999999999 0.091410000000000005 0.088295000000000012 -0.083364999999999981 -0.088204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 -7 -9 10 -10 -12 13 14 16 -16 17 20 19 21 22 -19 23 -13 -24 26 27 29 -29 -18
right_child=-2 -3 3 -5 -6 6 -8 8 9 -11 11 12 -14 -15 15 -17 25 18 -20 -21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012600874477010663 0.00094736649945843972 -0.0011271903431043029 -0.00038413580739870672 0.0023862537997774783 -0.0013288481914926144 0.0012271115602523989 -0.001234445886929398 -0.0013767639797626309 0.0010941229294985533 0.0010263705208640673 -0.00091884856091757486 -8.1862231447649684e-05 -0.0011403740814421328 0.0018522425438277424 0.00057462885901755228 -0.0022680347865705543 -0.00053492410515900703 0.00040265679917632574 0.0019779551550745968 -0.005481527251540684 0.002730387382199178 -0.0025909804657873649 -6.473998757772235e-05 -0.0033733766590012242 0.0020304070905694973 3.8845196463610496e-06 0.0029473619125783444 -0.002379795517643086 0.00060720272886101163 0.0022572416429304412
leaf_weight=21 20 20 20 20 21 29 23 23 24 29 34 21 20 24 22 23 22 39 25 20 23 38 635 20 24 1754 25 27 30 45
leaf_count=21 20 20 20 20 21 29 23 23 24 29 34 21 20 24 22 23 22 39 25 20 23 38 635 20 24 1754 25 27 30 45
internal_value=0 -6.11007e-06 1.16731e-06 0.00100106 -1.19848e-05 -2.82783e-06 -1.16712e-05 -2.22098e-06 -1.43182e-05 -3.60133e-06 -1.39188e-05 -2.31815e-05 -1.24474e-05 -4.43936e-06 -2.03937e-05 -0.000878288 -6.34517e-06 -0.000167696 -0.0011716 -0.00198334 1.70422e-06 -0.00107472 -8.79525e-05 -0.00168748 1.15628e-05 6.53004e-05 0.000788276 0.000352977 -0.000807691 0.00134041
internal_weight=0 3101 3081 40 3041 3020 2999 2976 2947 2924 2895 2871 2837 2817 2793 45 2748 845 122 97 723 77 700 41 659 1903 149 124 57 67
internal_count=3121 3101 3081 40 3041 3020 2999 2976 2947 2924 2895 2871 2837 2817 2793 45 2748 845 122 97 723 77 700 41 659 1903 149 124 57 67
is_linear=0
shrinkage=0.1


Tree=1211
num_leaves=31
num_cat=0
split_feature=132 400 400 400 132 0 13 1204 12 399 393 1176 1186 394 132 42 129 129 42 13 129 13 43 13 130 130 399 130 130 130
split_gain=0.0018452 0.00345931 0.00344973 0.00266102 0.00243513 0.00861816 0.00847239 0.0154768 0.00620226 0.00432232 0.00450263 0.00651149 0.00378969 0.0144348 0.00605281 0.00393928 0.00275564 0.0101552 0.00718731 0.00498451 0.00748184 0.00677024 0.00635626 0.0143911 0.00403896 0.00660037 0.00385219 0.00477182 0.00349483 0.00467129
threshold=-0.43443999999999999 0.12955000000000003 0.10782000000000001 0.083760000000000015 -0.084389999999999979 -0.087084999999999982 0.0036400000000000004 -0.016569999999999994 0.087535000000000016 0.091580000000000009 0.11333500000000001 0.085295000000000024 0.062435000000000011 -0.091729999999999992 -0.015269999999999997 -0.090219999999999981 0.083780000000000007 0.087270000000000014 -0.14899999999999999 -0.0090849999999999976 0.10532000000000001 1.0000000180025095e-35 -0.095049999999999982 0.0061450000000000003 -0.22461999999999996 -0.037219999999999996 -0.065739999999999979 -0.0060099999999999989 0.101595 0.092560000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -7 -2 10 11 12 14 -14 -6 -15 18 -18 -16 20 -19 -21 -23 -24 -20 -26 -27 -28 29 -29
right_child=1 -3 -4 -5 9 6 -8 -9 -10 -11 -12 -13 13 15 16 -17 17 19 24 21 -22 22 23 -25 25 26 27 28 -30 -31
leaf_value=-0.00068353224241246395 -0.00055568431736901407 0.0012045404623980481 -0.0011949327172866711 0.0011304858184996106 0.0016366191208362581 -0.0019807048440270594 -0.0025759776048362259 0.0014075143549304742 0.0018774905797644436 0.0013846835384712271 -0.0014505746037078403 0.0014845728575407218 -0.0029847711254842582 0.0011594180574478663 -0.001863713977148845 -0.00073493720209669502 0.0024418022550110308 0.0018714093108428643 -0.0013549278130416166 -0.0013298485838612053 -0.00057974310024292211 -0.00066826061777456474 0.0024862934610453149 -0.00075369273992971736 0.0018153193057514729 0.001032913841606517 -0.0015246106089935416 -1.3099180567236379e-05 -0.00089364487238609313 0.0010510348734290651
leaf_weight=39 20 24 24 21 23 28 25 26 22 23 21 30 20 23 21 21 21 33 22 38 20 43 29 26 20 35 21 2316 44 42
leaf_count=39 20 24 24 21 23 28 25 26 22 23 21 30 20 23 21 21 21 33 22 38 20 43 29 26 20 35 21 2316 44 42
internal_value=0 8.6495e-06 -7.36173e-07 8.71034e-06 8.91791e-07 -0.000438617 -0.00105397 -0.00034934 0.000718836 1.92807e-05 8.33459e-06 1.9092e-05 3.49071e-06 -0.000757226 2.1169e-05 0.000255294 7.56392e-06 0.000355603 -2.14278e-05 0.000123803 0.000946446 -0.000196786 0.000242564 0.000954664 -5.95259e-06 6.02378e-06 -8.6979e-06 -2.37439e-05 -1.06222e-05 5.85486e-06
internal_weight=0 3082 3058 3034 3013 121 79 54 42 2892 2869 2848 2818 64 2754 44 2731 210 2521 189 53 136 98 55 2500 2478 2458 2423 2402 2358
internal_count=3121 3082 3058 3034 3013 121 79 54 42 2892 2869 2848 2818 64 2754 44 2731 210 2521 189 53 136 98 55 2500 2478 2458 2423 2402 2358
is_linear=0
shrinkage=0.1


Tree=1212
num_leaves=31
num_cat=0
split_feature=15 401 401 0 0 0 3 3 0 15 1213 15 393 484 2 0 0 16 481 132 132 42 132 130 0 1210 2 42 13 43
split_gain=0.00179856 0.00715724 0.0196146 0.00592554 0.0177769 0.0155185 0.00857215 0.00887294 0.00873106 0.00584426 0.0140624 0.00676124 0.00716833 0.00581261 0.0255774 0.00904401 0.0164385 0.013068 0.0103696 0.00908162 0.0173513 0.00873095 0.00501521 0.00783679 0.00545906 0.0246697 0.0158813 0.035725 0.00952656 0.0147135
threshold=0.085465000000000013 0.11444000000000001 0.10711000000000001 -0.086284999999999987 -0.086934999999999985 -0.085544999999999982 -0.082234999999999989 0.090900000000000009 -0.09515499999999999 0.084840000000000013 -0.085049999999999987 0.084510000000000016 0.10317000000000003 0.062030000000000009 0.086675000000000016 -0.082974999999999979 -0.082484999999999989 -0.077879999999999991 -0.074219999999999994 -0.083284999999999984 -0.015269999999999997 0.086555000000000007 0.13831000000000002 0.090185000000000015 -0.071719999999999992 -0.078184999999999991 0.089775000000000008 0.11649000000000002 -0.064619999999999983 -0.040344999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 6 -5 8 -8 -2 11 -11 12 -1 15 -15 17 -17 21 -18 -20 -21 -7 23 24 25 -22 27 -26 -28 -30
right_child=3 -3 -4 5 -6 13 7 -9 -10 10 -12 -13 -14 14 -16 16 18 -19 19 20 22 -23 -24 -25 26 -27 28 -29 29 -31
leaf_value=-1.0465704217871831e-05 0.00017992561524657563 0.0016682956281632263 -0.0026514132523202693 -0.0019789051380939781 0.0031011365845333787 0.0014421354878383381 -0.0013620015610589084 0.0010267902140343643 0.0022409425943248694 0.00098387343210301235 -0.002307385378448731 0.0012979128447253832 -0.0017141952710226179 -0.0036572175426408653 0.0011848863576839602 -0.0027252374377678195 0.0023050094721838834 0.002721194922924042 0.00159353465789796 -0.0029584385751513769 -0.0036669213534332814 -0.00095092804065995639 -0.0013574343616104066 0.0013329245945593964 0.004895243422255259 -7.1893553944032791e-06 0.0012662067049953702 -0.00087108809523107032 0.0004795332282914647 -0.0025384696573019028
leaf_weight=2027 61 24 29 38 25 30 48 23 31 21 34 39 25 20 24 21 21 32 35 20 20 31 24 48 22 233 29 21 35 30
leaf_count=2027 61 24 29 38 25 30 48 23 31 21 34 39 25 20 24 21 21 32 35 20 20 31 24 48 22 233 29 21 35 30
internal_value=0 -4.9155e-05 -6.81062e-05 0.000117236 0.000618155 -1.10644e-05 0.00023733 -0.000588168 0.000874399 -3.31967e-05 -0.00105072 -6.43245e-06 -3.12226e-05 9.63751e-05 -0.00101607 0.000171448 1.9536e-05 0.00108455 0.000126674 3.81923e-05 -7.47475e-05 0.000225988 5.00876e-05 0.000127212 -2.11833e-05 -0.000296496 0.000487241 0.00207913 -0.000240962 -0.000913391
internal_weight=0 2199 2175 922 188 734 163 71 92 2146 55 2091 2052 696 44 652 559 93 538 517 482 61 462 438 390 253 137 43 94 65
internal_count=3121 2199 2175 922 188 734 163 71 92 2146 55 2091 2052 696 44 652 559 93 538 517 482 61 462 438 390 253 137 43 94 65
is_linear=0
shrinkage=0.1


Tree=1213
num_leaves=31
num_cat=0
split_feature=402 402 1 12 16 1212 402 2 128 38 132 132 47 1446 46 45 3 3 13 150 15 15 15 16 4 4 48 1 4 51
split_gain=0.00229758 0.0021902 0.0231599 0.0208459 0.0228347 0.00817183 0.00346995 0.00537192 0.00268482 0.00625261 0.00317747 0.00596101 0.00395247 0.0037897 0.00262653 0.00470668 0.0028254 0.0163026 0.0108823 0.00780806 0.00717746 0.0184496 0.0150595 0.0110917 0.0152974 0.0149599 0.0131415 0.0107014 0.00845523 0.00766049
threshold=0.27918000000000004 0.11174500000000002 0.090965000000000004 0.091840000000000019 -0.066924999999999985 -0.04353499999999999 0.10607000000000001 0.084055000000000005 0.11976500000000002 0.11100500000000002 -0.43443999999999999 -0.26631499999999991 0.14174500000000004 0.11787500000000002 0.096120000000000011 1.0000000180025095e-35 -0.03694999999999999 -0.049509999999999992 -0.16152999999999998 0.12820000000000001 -0.099734999999999976 -0.09551999999999998 -0.11033999999999998 -0.039889999999999988 0.0045450000000000013 0.024790000000000003 -0.072824999999999987 0.092695000000000013 0.26450500000000005 0.086310000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -3 8 -8 9 10 -1 -12 13 14 15 16 17 18 -13 20 22 -22 28 24 27 29 -26 -23 -18 -25
right_child=-2 2 -4 4 -6 -7 7 -9 -10 -11 11 12 -14 -15 -16 -17 19 -19 -20 -21 21 23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-0.001010491093620658 0.00087091749223570036 0.00030154898438764654 -0.0035277165728621186 0.0043276464661630596 -0.0003936941811670771 -0.0022225037201082909 0.0019420208409428596 -0.00029886634729336947 0.00085315314936451614 -0.0017778058897238225 0.0017277635703794659 -0.0023497351922560483 -0.0013103049218087743 0.001163523452123627 0.0009946624882734166 -0.0014396913936766595 0.0014307065216331361 -0.0024583510793620787 -5.4577706617410325e-06 0.0020713109944370529 0.0031860968923534856 -0.0035967129375785592 -0.0023736456373421055 0.0001629848664187143 -0.0012006960980215809 0.0032366475422168153 0.0013845484643003575 -0.00076369034301023938 -0.00028578914412007535 0.0019026679729496868
leaf_weight=31 30 23 20 20 21 29 23 20 36 20 20 20 23 28 26 23 34 28 1997 21 22 20 31 199 32 20 51 40 184 29
leaf_count=31 30 23 20 20 21 29 23 20 36 20 20 20 23 28 26 23 34 28 1997 21 22 20 31 199 32 20 51 40 184 29
internal_value=0 -8.45277e-06 -0.000440584 0.000223316 0.0019094 -0.0011061 7.94441e-06 0.000899748 -5.12119e-06 -1.57793e-05 -3.53876e-06 7.42175e-06 -4.74474e-06 5.96038e-06 -5.71112e-06 -1.51658e-05 -3.15546e-06 -6.19695e-05 -2.8703e-05 0.000172942 0.000112722 0.000368393 -0.000311342 0.000209852 -0.000491554 0.000614292 0.000387828 -0.00170803 -1.80788e-05 0.00038426
internal_weight=0 3091 113 93 41 52 2978 43 2935 2899 2879 2848 2828 2805 2777 2751 2728 2045 2017 683 662 413 249 391 143 248 83 60 218 228
internal_count=3121 3091 113 93 41 52 2978 43 2935 2899 2879 2848 2828 2805 2777 2751 2728 2045 2017 683 662 413 249 391 143 248 83 60 218 228
is_linear=0
shrinkage=0.1


Tree=1214
num_leaves=31
num_cat=0
split_feature=1375 1375 1374 1348 0 48 1 151 48 12 9 2 9 104 120 148 448 3 150 0 15 121 10 42 31 3 3 13 50 160
split_gain=0.00212506 0.00445843 0.00342691 0.00201726 0.00311375 0.00375918 0.00498042 0.0108195 0.00321952 0.0061752 0.00453788 0.0189482 0.00519708 0.00369701 0.00365402 0.00501591 0.00353255 0.00262444 0.00256709 0.00682365 0.00367598 0.00421838 0.0034586 0.00538433 0.00420796 0.00445855 0.0180663 0.0105245 0.00990179 0.0111758
threshold=-0.4078199999999999 -0.22285999999999997 -0.096434999999999979 -1.0000000180025095e-35 -0.26609999999999995 -0.086869999999999989 0.10022000000000002 -0.081779999999999978 -0.032929999999999994 0.094375000000000014 0.092235000000000011 -0.15339499999999998 0.087755000000000014 1.0000000180025095e-35 0.093680000000000013 -0.043434999999999994 -0.068129999999999982 0.41614500000000004 -0.22665999999999997 -0.23811499999999999 -0.5556049999999999 -0.082399999999999987 -0.0087699999999999983 0.086665000000000006 -1.0000000180025095e-35 -0.0037349999999999996 -0.0087149999999999988 -0.15714499999999998 0.11375500000000001 0.086075000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6 9 16 12 -12 13 14 15 -10 -7 18 -17 -20 -21 -22 23 -23 -24 26 27 -26 29 -27
right_child=1 2 3 4 5 8 -8 -9 10 -11 11 -13 -14 -15 -16 17 -18 -19 19 20 21 22 24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.0008520395912486932 0.0014264911148612475 -0.0012182316149372365 -0.00090617765975669815 0.0012578698759898544 0.0017120481956572758 -0.00076259130710241161 0.001863413644488901 -0.0014613000972365793 0.0015392822058250509 -0.0021128825607731761 -0.00074304254459483295 0.0032306379738396836 -0.0015779895907534021 0.0011879448707287129 -0.00135686538356822 0.001126929932506755 0.00088350225599821317 -0.00094230016198707748 -0.001764126881078648 0.0010868773078395715 -0.0014201036075107932 0.0016147216199897231 -0.0012792394021884181 -0.00047687219106592234 -0.0019738182468615746 0.00086078812380706814 -0.0023014966263768398 1.2691204619528545e-05 -0.0013715451604341445 -0.0010227294852607099
leaf_weight=29 22 23 24 20 21 32 25 22 21 21 28 21 21 26 20 20 22 30 22 31 21 32 26 20 27 212 35 2181 29 37
leaf_count=29 22 23 24 20 21 32 25 22 21 21 28 21 21 26 20 20 22 30 22 31 21 32 26 20 27 212 35 2181 29 37
internal_value=0 7.99131e-06 -2.17383e-06 7.00547e-06 1.42554e-05 5.97287e-06 0.000741026 8.84747e-05 -1.10573e-05 -0.000657819 5.90321e-06 0.000959963 -1.07275e-05 1.06909e-06 -1.00954e-05 -2.79338e-07 -9.19606e-05 -1.21526e-05 -1.79073e-06 -1.02361e-05 4.31904e-06 -8.48986e-06 2.91602e-06 0.000810262 -1.35669e-05 -5.13556e-07 -4.73321e-05 -1.16004e-05 0.000377235 0.000580908
internal_weight=0 3092 3070 3047 3023 3003 68 43 2935 75 2860 49 2811 2790 2764 2744 54 2723 2693 2673 2651 2620 2599 52 2547 2521 2243 2208 278 249
internal_count=3121 3092 3070 3047 3023 3003 68 43 2935 75 2860 49 2811 2790 2764 2744 54 2723 2693 2673 2651 2620 2599 52 2547 2521 2243 2208 278 249
is_linear=0
shrinkage=0.1


Tree=1215
num_leaves=31
num_cat=0
split_feature=402 376 43 33 39 49 12 34 2 1 1 120 150 9 4 44 0 49 457 16 1371 1213 402 13 1374 52 16 52 157 133
split_gain=0.00188654 0.00188386 0.00851863 0.0054129 0.00527072 0.00664363 0.00413942 0.00385099 0.00654796 0.0151296 0.00915374 0.00347638 0.00456511 0.00377895 0.00857429 0.00376942 0.00518843 0.0182359 0.0051354 0.00352495 0.0140718 0.0087842 0.021428 0.0208502 0.0086211 0.00907704 0.013592 0.00998304 0.0152253 0.0100813
threshold=0.27918000000000004 0.084195000000000006 -0.084004999999999982 -0.012019999999999998 0.10308000000000002 0.036705000000000008 -0.087484999999999993 -0.085739999999999983 -0.013254999999999998 0.10937500000000001 0.13332000000000002 0.084740000000000024 0.14582500000000004 -0.036024999999999995 0.59999500000000017 0.10049500000000001 -0.24955499999999997 -0.0072499999999999986 0.31508000000000008 -0.010264999999999998 0.083235000000000017 0.04198000000000001 0.10874500000000002 -0.023499999999999997 0.087110000000000007 -1.0000000180025095e-35 0.0057500000000000008 -0.067494999999999986 -0.086244999999999988 0.086365000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -4 -5 9 -9 -11 12 13 -10 15 16 17 -15 19 20 -18 22 24 -23 25 27 -27 -21 -29 -30
right_child=-2 2 4 7 -6 -7 -8 8 11 10 -12 -13 -14 14 -16 -17 18 -19 -20 21 -22 23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0016234737177867266 0.00078917831182479859 0.0019834928039927035 0.0004522808588161651 -0.0010402103276040485 -0.0015005954744992779 0.001891764773754403 -0.0012651553296524547 0.0025023568031268522 -0.0013028875990446819 -0.0016461884020827712 0.00097398389286051197 -0.0012000361988320947 0.0014898402127437294 -0.00085376581865484295 0.0016946707291183351 -0.0013087202641738419 2.3553190345378937e-05 0.0032749905483797194 -0.0015622188464145771 -0.0001733604123926299 0.0023253624118364383 -0.0037508150764551831 0.0026645121414697282 0.00051121751603204761 -0.0021496093831956387 -0.0025383759045507761 -0.00035655415190699244 -0.0017349599195378169 0.00060389067044382225 0.0025870958996367537
leaf_weight=21 30 26 36 36 20 20 23 34 23 24 30 25 20 23 29 23 1626 20 22 552 27 22 27 24 22 35 155 21 89 36
leaf_count=21 30 26 36 36 20 20 23 34 23 24 30 25 20 23 29 23 1626 20 22 552 27 22 27 24 22 35 155 21 89 36
internal_value=0 -7.65945e-06 0.000372622 -2.36861e-05 -5.04351e-05 0.000316694 -0.000217228 -1.22785e-05 4.42567e-07 0.000849899 -0.000190537 -2.60559e-05 -1.55589e-05 -2.64048e-05 -1.57404e-05 -3.39496e-05 -2.30944e-05 0.00106659 -4.07228e-05 -2.80245e-05 6.11508e-05 -0.00017798 -0.000111746 -0.00152715 -0.000194119 -0.000145672 -0.000758469 2.11356e-05 0.00075649 0.00117505
internal_weight=0 3091 125 2966 99 79 59 2945 2909 88 54 2821 2796 2776 2753 2724 2701 43 2658 2636 1653 983 937 46 910 888 190 698 146 125
internal_count=3121 3091 125 2966 99 79 59 2945 2909 88 54 2821 2796 2776 2753 2724 2701 43 2658 2636 1653 983 937 46 910 888 190 698 146 125
is_linear=0
shrinkage=0.1


Tree=1216
num_leaves=31
num_cat=0
split_feature=1213 403 12 403 403 1213 402 403 2 133 1213 1212 12 12 403 403 15 16 133 12 130 400 398 399 1203 0 399 402 401 1186
split_gain=0.00178457 0.00199137 0.00553657 0.00425095 0.004376 0.00402905 0.0180324 0.00567203 0.00567363 0.00528493 0.00405879 0.00455125 0.0233886 0.00839232 0.00399069 0.0133953 0.00670443 0.00511266 0.00359593 0.00693865 0.00290088 0.00636712 0.00512364 0.00538202 0.00402598 0.0128706 0.0102603 0.00356365 0.00661749 0.00319976
threshold=0.51370000000000016 0.50894000000000006 0.091545000000000015 0.4024950000000001 0.23383500000000004 -0.09280999999999999 0.024785000000000005 0.10301500000000001 0.090425000000000019 -0.0077049999999999992 -0.087969999999999979 -0.063924999999999996 0.086095000000000019 0.091625000000000012 0.0033700000000000002 0.072365000000000027 -0.12563999999999997 -0.091354999999999978 -0.090969999999999981 0.051320000000000005 0.12884500000000002 0.12955000000000003 0.099290000000000003 0.091580000000000009 0.089005000000000015 -0.081674999999999984 0.088595000000000021 -0.46267499999999995 -0.24307499999999996 0.085175000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 9 10 -9 -1 -7 12 -12 -14 20 -16 -17 -18 -19 -20 21 22 23 24 26 -26 27 -13 -29 -30
right_child=-2 2 -4 -5 -6 7 -8 8 -10 -11 11 14 13 -15 15 16 17 18 19 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0010875747821321993 0.00094157577987061822 0.00048253876389935617 -0.001548173127631689 0.0011164981238888526 -0.001074279377261471 -0.0010591415904376558 0.0029937328125621814 -0.00010200002230703831 0.0019536941812036495 0.00097251223807688809 0.0036652149073779583 0.0011068375722970813 -0.0019686967856250705 0.00069402121117836317 -0.0024713187839771654 -0.0014563295446957151 0.0017503386539465282 -0.001087845711078009 0.0018554724822752177 -0.00058326026981896052 -0.00094171810672957117 0.0017791540466714651 -0.0013823182953745818 0.0014068631131926345 -0.0028108876594342292 0.00073370351899592658 0.0022595357557293029 -0.00183927552523528 -1.9332319419120776e-06 -0.0012721592001616955
leaf_weight=33 20 25 29 34 38 38 24 25 29 20 20 28 20 29 29 27 20 23 20 28 33 20 27 27 20 21 20 20 2354 20
leaf_count=33 20 25 29 34 38 38 24 25 29 20 20 28 20 29 29 27 20 23 20 28 33 20 27 27 20 21 20 20 2354 20
internal_value=0 -6.07273e-06 -0.000608029 4.59534e-06 -7.95185e-06 5.66847e-06 0.000719609 -1.3301e-05 0.00100198 -0.000310183 -3.25785e-05 -1.86764e-05 0.000783434 -0.000392802 -3.88977e-05 -0.000545746 -7.2512e-05 0.000338071 -5.97506e-05 0.000432878 -1.01306e-05 1.89224e-06 -1.21185e-05 2.6207e-06 -1.26489e-05 -0.000995365 3.85039e-06 -1.47762e-05 -2.78945e-05 -1.26344e-05
internal_weight=0 3101 54 3047 3013 2975 77 2898 54 53 2844 2806 69 49 2737 147 118 91 71 48 2590 2557 2537 2510 2483 41 2442 2422 2394 2374
internal_count=3121 3101 54 3047 3013 2975 77 2898 54 53 2844 2806 69 49 2737 147 118 91 71 48 2590 2557 2537 2510 2483 41 2442 2422 2394 2374
is_linear=0
shrinkage=0.1


Tree=1217
num_leaves=31
num_cat=0
split_feature=484 1451 1451 1420 157 155 2 474 1428 1429 1429 160 157 157 151 16 1455 1455 1455 158 4 158 1452 1455 2 2 1446 481 43 0
split_gain=0.00162852 0.00317637 0.00241094 0.0034099 0.00669612 0.00264287 0.00691564 0.0139593 0.0033921 0.00266651 0.00745046 0.00495619 0.00310351 0.0242997 0.00930317 0.00696879 0.003629 0.00877946 0.00832792 0.00710151 0.0144202 0.0117737 0.00415756 0.00452748 0.00347413 0.0116015 0.0119111 0.0380983 0.0307321 0.0117727
threshold=-0.52850499999999989 0.091400000000000009 0.083235000000000017 0.056520000000000008 0.63397500000000007 0.11562500000000002 0.11067500000000001 -0.07636999999999998 -0.018864999999999996 -0.081904999999999992 -1.0000000180025095e-35 -0.030779999999999998 -0.087424999999999989 -0.090569999999999998 -0.54917999999999989 -0.072359999999999994 -0.092919999999999989 -0.079434999999999992 -0.23327999999999996 -0.46025499999999991 -0.064804999999999988 -0.11929999999999998 0.088360000000000008 0.10360000000000001 0.084855000000000014 0.084655000000000022 0.083715000000000026 -0.0050099999999999988 -0.025214999999999998 -0.14920999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -7 -2 11 -11 -10 13 15 -14 -12 18 -18 -16 20 -19 -21 23 24 25 26 27 -23 -28 -29
right_child=1 -3 -4 -5 -6 6 -8 -9 9 10 12 -13 14 -15 16 -17 17 19 -20 21 -22 22 -24 -25 -26 -27 28 29 -30 -31
leaf_value=-0.00089946715859696264 0.0010552568263524481 0.0011517691183447218 -0.0010975028597749769 -0.0012658623656967567 0.0018365404754877091 0.00029649643017910424 0.00092729240015614793 -0.0032007837169138451 0.00030592981493100525 0.0014864708079959897 0.0015680255202044334 -0.0019203207446844318 0.0020220302131391415 -0.0032070542157341081 -0.00016078566242118972 -0.00031053019416476808 -0.0021016439463710413 0.0032443459797650582 0.0023720116265827703 -0.0019894906833845499 -0.00039137626881711188 -0.0043212574650533502 0.0011358454873743541 -0.001323983185620119 -8.352893286949765e-05 0.00203295954161149 0.0045356825337789604 0.0023284902239380325 -0.00018844502093998019 3.0654029686469268e-05
leaf_weight=20 31 24 20 21 20 25 20 21 20 34 28 20 23 26 34 67 20 20 21 30 24 20 32 26 1629 32 21 23 40 729
leaf_count=20 31 24 20 21 20 25 20 21 20 34 28 20 23 26 34 67 20 20 21 30 24 20 32 26 1629 32 21 23 40 729
internal_value=0 5.80115e-06 -3.13718e-06 4.02256e-06 1.28063e-05 7.1262e-07 -0.000625124 -0.00130009 1.47144e-05 3.66375e-06 1.49296e-05 -0.000807195 -2.65648e-06 -0.000498217 1.93563e-05 0.000243149 2.30279e-06 -1.44088e-05 0.000806282 1.48788e-06 0.00126122 -1.99794e-05 3.1732e-06 -1.12099e-05 2.47575e-06 0.000164443 9.26632e-05 -1.36309e-05 0.00143789 0.000100934
internal_weight=0 3101 3077 3057 3036 3016 66 46 2950 2919 2879 40 2845 121 2724 95 2701 2646 55 2626 44 2582 2552 2520 2494 865 833 772 61 752
internal_count=3121 3101 3077 3057 3036 3016 66 46 2950 2919 2879 40 2845 121 2724 95 2701 2646 55 2626 44 2582 2552 2520 2494 865 833 772 61 752
is_linear=0
shrinkage=0.1


Tree=1218
num_leaves=31
num_cat=0
split_feature=128 128 42 128 128 128 4 128 400 133 52 52 52 133 4 12 4 0 4 52 42 52 4 1213 1213 12 2 1212 12 2
split_gain=0.00163234 0.00512735 0.00465861 0.00268075 0.00592 0.00258763 0.00674675 0.00535596 0.00245521 0.0046572 0.00271079 0.0131759 0.0163398 0.0140707 0.0109702 0.0275656 0.0262906 0.0185549 0.00780888 0.00761917 0.0145023 0.0122251 0.0297603 0.00828353 0.0101724 0.00821713 0.0129604 0.00755431 0.0127303 0.0072833
threshold=0.11876500000000001 0.11170500000000001 -0.064119999999999996 0.10692000000000002 0.10332500000000001 0.092940000000000009 -0.07712999999999999 0.089035000000000017 0.11741500000000001 -0.54084999999999994 0.091275000000000009 0.10160000000000001 0.096795000000000006 0.10722500000000001 -0.082769999999999982 0.090020000000000017 -0.081114999999999979 -0.033209999999999996 -0.077519999999999992 0.085815000000000016 0.088465000000000002 0.084735000000000019 -0.085034999999999986 -0.088159999999999974 -0.069964999999999986 0.086565000000000017 0.087545000000000026 -0.09225499999999999 0.092255000000000018 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 7 -7 8 9 -1 19 12 13 -12 15 17 -16 -13 -18 21 23 27 -23 -21 -25 -26 -27 28 -11 -20
right_child=2 -3 -4 -5 -6 6 -8 -9 -10 10 11 14 -14 -15 16 -17 18 -19 29 20 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.001499109369303499 0.0017138994066044689 -0.0014641774410847576 -0.00044448141532484444 0.0010559052008223566 -0.00163957895863198 -0.0002703557682252722 0.0019476396846584976 -0.0015604372051629153 -0.00086543750330747571 0.0028034096643051063 -0.0014796311072793535 0.001309326798432534 -0.0034069556438435728 0.0016177327393300156 -0.0037209907779470089 0.0039275448051436495 0.0014643344043923374 -0.0024712814084653346 -0.00044076209250329401 -0.0012708100088839902 0.0025329948800122916 0.00020658638270106165 -0.0044422435707279617 0.0022861681204111458 -0.0011341190030661357 0.0018476520830604604 -0.0010281039867550135 1.0697826427680063e-05 -0.00026950700776069426 0.00040835737175331599
leaf_weight=21 20 24 20 24 22 32 24 22 32 26 44 34 26 22 20 24 33 21 277 29 34 40 21 28 34 42 25 1913 28 159
leaf_count=21 20 24 20 24 22 32 24 22 32 26 44 34 26 22 20 24 33 21 277 29 34 40 21 28 34 42 25 1913 28 159
internal_value=0 -8.2403e-06 0.000634709 3.19002e-06 -5.14007e-06 6.80202e-06 0.000680214 -5.95975e-06 5.70015e-06 1.53094e-05 4.49002e-06 -0.000173443 -0.00128364 -0.000447176 6.37715e-06 0.00109976 -0.000170264 -0.000134178 -1.8847e-05 5.7389e-05 0.000659478 3.86458e-07 -0.00139383 0.000256316 0.000599624 0.000132067 0.000774609 4.36235e-05 0.00121005 -0.000131106
internal_weight=0 3081 40 3057 3033 3011 56 2955 2933 2901 2880 660 92 66 568 79 489 55 469 2220 192 2028 61 158 129 101 67 1967 54 436
internal_count=3121 3081 40 3057 3033 3011 56 2955 2933 2901 2880 660 92 66 568 79 489 55 469 2220 192 2028 61 158 129 101 67 1967 54 436
is_linear=0
shrinkage=0.1


Tree=1219
num_leaves=31
num_cat=0
split_feature=1420 16 16 1 16 3 156 4 4 130 40 51 48 1455 1455 13 484 2 43 2 2 2 16 1429 15 156 15 52 3 52
split_gain=0.0016354 0.00168396 0.0106076 0.0234589 0.0048506 0.0131625 0.00727495 0.00693408 0.0064922 0.00462644 0.0058126 0.0043566 0.00764864 0.00576003 0.00975585 0.00649031 0.0086179 0.00605957 0.018888 0.0187124 0.0233043 0.0179629 0.0143076 0.0138747 0.0142591 0.00980029 0.00964983 0.00912735 0.00698838 0.0107929
threshold=1.0000000180025095e-35 0.0028900000000000006 -0.0007049999999999999 0.085110000000000005 -0.0068949999999999992 -0.081644999999999981 0.087380000000000013 -0.010655 -0.17966999999999997 -0.22461999999999996 -0.13022999999999998 0.020580000000000005 0.092475000000000016 -0.091944999999999985 -0.037084999999999993 -0.077944999999999987 -0.091199999999999989 0.10060500000000001 -0.24021999999999996 0.10774000000000002 0.11067500000000001 0.095195000000000016 0.51222500000000004 -1.0000000180025095e-35 -0.028889999999999996 0.091015000000000013 -0.07879499999999999 0.008405000000000001 -0.079979999999999982 -0.067494999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 6 7 -6 -1 -10 -11 13 -13 -3 -15 16 -16 18 -17 22 -21 26 -19 -22 28 -23 -20 -28 -25 -30
right_child=-2 11 3 -5 5 -7 -8 -9 9 10 -12 12 -14 14 15 17 -18 19 21 20 23 25 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0014485342353964372 0.00074745585403308791 -0.00148798438912148 0.003340510049602017 -0.00052321436673854332 -0.0018368276988621802 0.00087873924471511462 -0.0030389804893638942 0.00041816545370966198 -0.0013123359495344072 0.0015771502951186752 1.1676538528265138e-05 0.0010531103954171683 -0.00082959455077446283 0.0017845173350069675 -0.0010429403628222644 0.0016307291454346531 0.00060787717029296695 0.00021313177702691533 -0.0023792577826847825 -0.0035855988061732867 0.0023532347418949943 -0.004002098834774058 0.0036404954069959266 0.0017251525783318689 -0.0022287282524356511 -0.0011037812341237441 0.00010956111705283925 -0.0018739212111666286 -0.0012772148794516229 0.0013698593131266535
leaf_weight=32 29 34 30 33 30 38 20 25 26 24 2019 71 31 25 40 29 151 29 26 22 20 28 21 22 34 20 116 29 43 24
leaf_count=32 29 34 30 33 30 38 20 25 26 24 2019 71 31 25 40 29 151 29 26 22 20 28 21 22 34 20 116 29 43 24
internal_value=0 -7.01042e-06 3.71409e-05 0.00131665 7.32017e-07 -0.000637506 -0.00140574 -0.000811831 3.5059e-05 1.31976e-05 3.00668e-05 -0.000130363 0.000480916 -0.000217811 -0.000154209 -0.00022832 0.000262156 -0.000430654 -0.000767494 -4.21129e-05 -0.00055567 -0.00108507 0.00165262 -8.95268e-05 -0.000486724 -0.00279447 -0.000605236 -0.000287135 0.000178761 -0.000329009
internal_weight=0 3092 2277 63 2214 113 75 55 2101 2069 2043 815 102 713 679 654 191 463 248 215 165 219 50 143 123 48 171 145 89 67
internal_count=3121 3092 2277 63 2214 113 75 55 2101 2069 2043 815 102 713 679 654 191 463 248 215 165 219 50 143 123 48 171 145 89 67
is_linear=0
shrinkage=0.1


Tree=1220
num_leaves=31
num_cat=0
split_feature=1203 399 133 132 15 1185 43 400 49 2 16 131 1204 399 400 129 2 2 52 129 131 1186 3 11 33 1211 1212 52 42 401
split_gain=0.00153836 0.00307319 0.00210148 0.00225677 0.0237133 0.0148077 0.00588581 0.0104639 0.00803441 0.0085526 0.0203994 0.00245396 0.00400248 0.00291947 0.00252574 0.00250218 0.00682733 0.00827823 0.00433612 0.00564929 0.00383274 0.00363698 0.00818948 0.00543702 0.00379326 0.00384376 0.0179254 0.00926457 0.00582795 0.00387413
threshold=-0.054459999999999988 0.10788500000000002 -0.54656499999999986 -0.083284999999999984 0.088655000000000025 -0.087384999999999977 -0.0090299999999999981 -0.08725999999999999 0.09567500000000001 0.084515000000000021 -0.08453999999999999 0.13602500000000003 -0.082759999999999986 -0.087464999999999987 -0.077734999999999985 0.091700000000000018 0.10584500000000001 0.095040000000000013 0.088005000000000014 0.10359500000000001 0.11657500000000001 0.084100000000000022 -0.085384999999999975 0.10458500000000001 -0.018454999999999996 0.087635000000000005 0.11796000000000001 0.091275000000000009 0.09858500000000002 -0.06959499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 7 -4 9 -8 -11 12 -7 -14 -15 20 17 18 19 -17 21 23 -23 24 -16 29 27 -27 -28 -26
right_child=1 -3 3 5 -6 11 8 -9 -10 10 -12 -13 13 14 15 16 -18 -19 -20 -21 -22 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.00075155421574082644 -0.00099917741581088027 0.0011337517957144883 0.00054336119676008817 -0.0027278902020771057 0.003593287711264566 -0.0011973558642369296 -0.00070541150747046167 -0.0026526934700086715 -0.0011882835992663686 0.0037832758477990233 -7.2774118812316476e-05 0.00083481049231652702 0.0011788571870142948 -0.0009172578761354089 0.0012504471526683673 0.00082763997264779534 -0.00069064049300952607 0.0025327275952567226 0.0014583665775717237 -0.0013238751917885132 0.00098053879306749686 -0.0021748411506414414 0.00025776226914698083 0.0014845272244807953 0.0010451695138228036 0.002759677258519722 -0.0021849734405986966 6.1658712802454822e-05 0.00010525747016072273 -8.0129432832513122e-05
leaf_weight=27 21 24 20 20 20 28 26 21 27 23 34 35 21 30 23 26 39 23 24 23 38 25 31 24 31 35 20 20 25 2337
leaf_count=27 21 24 20 20 20 28 26 21 27 23 34 35 21 30 23 26 39 23 24 23 38 25 31 24 31 35 20 20 25 2337
internal_value=0 6.55849e-06 -2.25345e-06 4.61287e-06 0.000357562 -1.6358e-05 -7.10111e-05 -0.00109364 0.000310152 0.000797594 0.00148318 2.61699e-06 -7.70068e-06 4.21716e-06 -4.67521e-06 5.302e-06 0.000425097 0.000878365 0.000357128 -0.000182255 -1.64198e-05 -3.11551e-05 -0.000828221 -1.34073e-05 -2.78395e-05 -3.97522e-05 0.000567538 0.00177858 -0.000912623 -6.53979e-05
internal_weight=0 3094 3070 3049 171 2878 151 41 110 83 57 2858 2823 2795 2774 2744 135 96 73 49 2609 2571 56 2515 2491 2468 100 55 45 2368
internal_count=3121 3094 3070 3049 171 2878 151 41 110 83 57 2858 2823 2795 2774 2744 135 96 73 49 2609 2571 56 2515 2491 2468 100 55 45 2368
is_linear=0
shrinkage=0.1


Tree=1221
num_leaves=31
num_cat=0
split_feature=1213 403 42 403 403 403 13 1213 16 2 402 402 402 1213 4 1213 1212 12 1209 403 403 16 1210 1212 3 3 403 12 52 1212
split_gain=0.00166657 0.00194003 0.00419946 0.00356106 0.0035915 0.00425609 0.00658979 0.00489943 0.0111223 0.0130927 0.00393649 0.00558181 0.00473332 0.00380186 0.00342979 0.00311189 0.00456489 0.0141983 0.00398338 0.00321814 0.00988742 0.00679645 0.00253657 0.00273156 0.00806725 0.0145127 0.00801413 0.00661627 0.00511411 0.00455852
threshold=0.51370000000000016 0.50894000000000006 0.085465000000000013 0.4024950000000001 0.15011500000000003 0.10301500000000001 -0.010094999999999998 -0.09280999999999999 -0.078844999999999985 0.085045000000000023 0.2506000000000001 0.11375000000000002 0.10389500000000002 0.31607500000000005 -0.077999999999999986 -0.087969999999999979 -0.063924999999999996 0.086305000000000007 -0.084519999999999984 -0.52917499999999984 -0.53960999999999981 -0.078844999999999985 0.12347000000000001 0.08790000000000002 -0.078244999999999995 -0.082404999999999992 -0.084339999999999984 0.090165000000000009 0.083680000000000018 0.087110000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 8 9 -1 11 12 13 15 -6 -9 17 -17 -18 20 21 -20 23 29 25 26 27 28 -25 -21
right_child=-2 2 -4 -5 14 6 -8 10 -10 -11 -12 -13 -14 -15 -16 16 18 -19 19 22 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=7.229241627183828e-05 0.00090991503442637621 -0.0015498059503734113 0.00021877291467811526 0.0010223465773913846 -6.9075730929258646e-05 0.0017433258769896758 -0.00047783036769198428 -0.00098677748030695511 -0.0010305367526598276 0.0035631180774154409 -0.0013318337560833796 0.0015002790033274019 -0.0011705416843243357 -0.0013901771046221257 -0.0017454890473543303 0.0028812944510718808 -0.0014198049175320193 -0.00036068124164428033 -0.0012672846868204384 -2.5185918222148375e-05 0.0023695218898153502 0.00099793584840544673 -0.0011440147529356182 0.0027870252117281782 -0.00098773821480469502 0.0028053271308265352 -0.00095228818551588209 -0.00047644896169557526 0.00055267043810869972 -0.0012866738153990871
leaf_weight=22 20 25 29 34 26 34 22 32 21 21 23 24 36 20 23 22 20 35 26 2344 23 27 20 20 34 27 38 23 21 29
leaf_count=22 20 25 29 34 26 34 22 32 21 21 23 24 36 20 23 22 20 35 26 2344 23 27 20 20 34 27 38 23 21 29
internal_value=0 -5.86853e-06 -0.000600014 4.66112e-06 -6.82288e-06 7.21487e-06 0.000870729 -9.41401e-06 0.000855854 0.00177711 -2.88856e-05 -1.82625e-05 -3.12925e-05 -1.64381e-05 -0.000855964 -6.41447e-06 5.16605e-06 0.000890608 -1.38649e-05 -3.1815e-06 0.000638077 -0.000113304 -2.22487e-05 -1.34019e-05 0.000382589 0.000743761 0.000198052 0.000881067 0.0016426 -4.06023e-05
internal_weight=0 3101 54 3047 3013 2964 56 2908 64 43 2844 2821 2797 2761 49 2741 2709 57 2652 2632 76 53 2556 2536 163 129 102 64 41 2373
internal_count=3121 3101 54 3047 3013 2964 56 2908 64 43 2844 2821 2797 2761 49 2741 2709 57 2652 2632 76 53 2556 2536 163 129 102 64 41 2373
is_linear=0
shrinkage=0.1


Tree=1222
num_leaves=31
num_cat=0
split_feature=402 402 1 43 4 2 402 401 128 38 46 0 15 15 159 15 15 33 124 457 482 12 12 483 15 16 1 4 3 159
split_gain=0.00170787 0.00244236 0.0191723 0.0169607 0.00645299 0.00517866 0.0028358 0.00523989 0.00243028 0.00525577 0.0031226 0.00469507 0.00261163 0.0241978 0.00812643 0.00696055 0.0191319 0.0117142 0.00613777 0.00584809 0.00714606 0.0112195 0.0105687 0.00679482 0.00614269 0.00838677 0.0167158 0.0076692 0.00733048 0.00633604
threshold=0.27918000000000004 0.11174500000000002 0.090965000000000004 -0.025214999999999998 -0.080924999999999983 0.088475000000000012 0.10607000000000001 0.10328000000000002 0.11976500000000002 0.11100500000000002 0.10253500000000002 -0.26609999999999995 -0.11033999999999998 -0.10469999999999999 -0.087844999999999993 -0.10203999999999998 -0.099734999999999976 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0056599999999999992 0.089925000000000019 0.11418000000000002 0.10742000000000002 0.093585000000000015 -0.43375999999999998 -0.11676499999999999 0.13559000000000002 -0.0016099999999999997 0.0051600000000000005 0.085035000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -5 -6 8 -8 9 10 11 -1 14 -14 -13 -15 -17 -18 19 -16 21 22 23 24 28 26 29 -27 -21 -26
right_child=-2 2 -4 4 5 -7 7 -9 -10 -11 -12 12 13 15 18 16 17 -19 -20 20 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0014642672179351476 0.00075087780831381687 0.0024302407737801942 -0.0032724372437223795 -0.0021697220214991829 0.0011488904687298816 -0.00092849923613747313 0.0020000255801642199 -0.00021315290309164835 0.00081479269041058932 -0.0016273985704174266 -0.0011134439352899791 -0.0015037713299254673 -0.0035084886534605176 0.0018422315613133835 -0.00075735252497619704 -0.0030360106371864234 0.0021937993539419649 -2.7071317585075136e-05 -0.00097499643247026728 0.00071734814819964497 -0.00075292056242592248 0.0028254814790156877 -0.0015261371073353551 0.0022434128618512589 0.0002557298736064695 0.000953229006541812 0.0037986772294338468 -0.00095299219694704976 -0.0014424787682946773 0.0021908806439529618
leaf_weight=22 30 24 20 20 21 28 20 23 36 20 25 26 20 20 38 21 24 2281 34 33 38 23 23 26 64 46 23 39 30 23
leaf_count=22 30 24 20 20 21 28 20 23 36 20 25 26 20 20 38 21 24 2281 34 33 38 23 23 26 64 46 23 39 30 23
internal_value=0 -7.28772e-06 -0.000463617 0.000140431 -0.000656025 -3.81894e-05 1.00276e-05 0.000816232 -1.78387e-06 -1.19242e-05 -7.0171e-07 9.04551e-06 -2.25918e-06 -4.48774e-05 0.000214124 -1.53496e-05 -3.13219e-05 -3.94728e-06 0.000315636 0.000423719 0.000545677 0.000695213 0.000535616 0.000702589 0.000547312 0.000824658 0.00140115 7.86099e-05 -0.000311141 0.000767321
internal_weight=0 3091 113 93 69 49 2978 43 2935 2899 2879 2854 2832 2366 466 2346 2326 2305 440 406 368 330 307 284 258 195 110 85 63 87
internal_count=3121 3091 113 93 69 49 2978 43 2935 2899 2879 2854 2832 2366 466 2346 2326 2305 440 406 368 330 307 284 258 195 110 85 63 87
is_linear=0
shrinkage=0.1


Tree=1223
num_leaves=31
num_cat=0
split_feature=33 2 0 3 124 295 96 9 45 2 4 39 4 39 13 16 13 15 16 49 43 12 13 16 2 13 16 12 14 11
split_gain=0.00231659 0.00213365 0.00950121 0.00767309 0.00776347 0.00311976 0.00258791 0.00642062 0.00229533 0.00239795 0.00567369 0.00910496 0.00946737 0.00475795 0.00327996 0.0111328 0.00815573 0.00759396 0.0217853 0.00842507 0.0081597 0.011004 0.00629553 0.0057566 0.00735416 0.00677622 0.00527086 0.00471852 0.00436052 0.00992759
threshold=-0.012019999999999998 -0.033169999999999991 -0.087319999999999995 -0.14847999999999997 -0.058514999999999991 0.084575000000000011 0.083725000000000008 -0.036024999999999995 0.094030000000000016 0.15609500000000001 0.51164000000000009 0.093225000000000016 -0.0024449999999999997 0.11536 -0.093219999999999983 0.25084500000000004 -0.092094999999999982 -0.03241999999999999 -0.18708499999999997 0.10858500000000001 1.0000000180025095e-35 0.085355000000000014 -0.091054999999999983 -0.50690499999999983 0.12043500000000001 -0.097224999999999992 -0.087874999999999981 0.080890000000000017 0.062655000000000016 0.078065000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -3 9 13 11 12 -11 14 15 17 -16 19 -19 23 21 27 -18 -9 25 26 -25 -20 -24 -30
right_child=1 5 3 4 -6 -7 -8 8 -10 10 -12 -13 -14 -15 16 -17 22 18 20 -21 -22 -23 28 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00090550097603616969 0.0017765677470985492 -0.0017510558589405958 0.0013463115217746237 0.00074285787064582115 -0.0017269339332623144 -0.0012528022020342178 0.00095718439531213202 0.0018322747855563648 -0.000801140290485429 0.00087154042084875989 0.0019631027596049189 0.0018379617109894756 -0.0020743750150965449 -0.001128791664951997 0.0016379039090679726 0.0019327226000660587 -0.0013849874461753175 -0.0032659797954693206 -0.0011037079892544583 -0.0018466807621007322 0.00098412460852962216 -0.0024225163361828389 7.1150880311579662e-05 0.0019005169069597257 -0.0016715720467618666 -0.0011445740005001427 8.4612958810546186e-05 0.00082440453426291553 -0.0017710561720090676 0.00089822574677369139
leaf_weight=28 36 21 23 20 35 20 28 22 35 20 21 20 24 37 32 21 31 32 22 20 34 29 2316 31 20 20 33 30 38 22
leaf_count=28 36 21 23 20 35 20 28 22 35 20 21 20 24 37 32 21 31 32 22 20 34 29 2316 31 20 20 33 30 38 22
internal_value=0 8.19722e-06 0.000432773 -0.000187441 -0.000828828 -8.05037e-06 3.62953e-07 -8.77761e-06 3.79553e-06 1.35947e-05 0.000536826 6.88288e-05 -0.000735323 -2.34599e-06 1.27933e-05 -0.000291416 5.19576e-05 -0.000450825 -0.000958187 6.00121e-05 -0.000316019 -0.000861758 3.08731e-05 0.000362662 5.1782e-05 0.000462104 0.000964191 8.66462e-06 4.93461e-05 -0.000792319
internal_weight=0 3093 114 78 55 2979 2959 2931 2910 2875 85 64 44 2790 2753 314 2439 293 147 146 115 81 2407 126 104 84 64 52 2376 60
internal_count=3121 3093 114 78 55 2979 2959 2931 2910 2875 85 64 44 2790 2753 314 2439 293 147 146 115 81 2407 126 104 84 64 52 2376 60
is_linear=0
shrinkage=0.1


Tree=1224
num_leaves=31
num_cat=0
split_feature=33 9 2 46 15 104 3 160 484 15 9 3 45 14 1429 0 2 52 1 155 3 2 0 447 147 4 1426 1425 12 12
split_gain=0.00187644 0.00200473 0.0159382 0.00225288 0.00248314 0.00682826 0.00555727 0.00913914 0.00903152 0.0125417 0.00528169 0.00799691 0.00481654 0.00468905 0.00496101 0.00410948 0.00980625 0.00909346 0.0137781 0.00820452 0.0106595 0.00725264 0.00326206 0.00326242 0.0037762 0.00310782 0.00459722 0.00354024 0.00262607 0.00804471
threshold=-0.012019999999999998 0.091600000000000015 -0.15339499999999998 -0.043074999999999995 -0.42198999999999992 0.077525000000000011 0.0051600000000000005 -1.0000000180025095e-35 0.090535000000000018 -0.49307999999999996 -0.085744999999999988 0.40411000000000002 0.094030000000000016 -0.23960999999999996 -0.23587499999999997 0.11070500000000001 0.11362000000000001 0.094465000000000007 0.10508500000000001 0.11562500000000002 -0.13927999999999999 -0.0091949999999999983 -0.24955499999999997 0.09227500000000001 0.092780000000000015 -0.51253999999999988 -0.078524999999999998 1.0000000180025095e-35 0.10227500000000002 0.097575000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 10 8 -8 9 -5 -6 12 13 -12 -15 21 17 18 19 20 -17 -16 -23 24 25 -24 -27 28 29 -28
right_child=1 2 -4 4 5 -7 7 -9 -10 -11 11 -13 -14 14 15 16 -18 -19 -20 -21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00081495087277809431 0.0010288226063407604 -0.00075915214591518502 0.0027649575689879602 0.0024571880986914039 -0.0015132644912227988 0.0017259542810042269 -0.00020202294816388874 -0.002775773152031682 -0.0015975721109577495 -0.00042675862988337604 0.0013957749780577919 0.0017888540248386564 -0.0014814360842468556 -0.0015392108798204433 -0.001544663213163374 0.0022969700163230299 -0.0013391182818652495 0.002860415918985382 0.0025676418668202435 -0.0017065829675023754 -0.00082891636702697724 0.0009262701062284209 -0.00091860482475328211 -0.0012319708793339405 0.0012139848228543996 0.0013699537169789742 -1.7967796535685008e-05 -0.0013458596821874381 -0.00028771511730253571 0.00083528949971645129
leaf_weight=28 21 33 21 25 23 23 37 22 23 38 24 25 22 21 31 20 23 20 24 24 24 37 38 22 25 24 1988 20 298 117
leaf_count=28 21 33 21 25 23 23 37 22 23 38 24 25 22 21 31 20 23 20 24 24 24 37 38 22 25 24 1988 20 298 117
internal_value=0 7.37751e-06 0.000611335 -3.35422e-06 -1.05364e-05 9.84142e-06 -0.000414298 -0.00116173 9.84734e-05 0.000717665 -4.00791e-06 8.27115e-06 -7.61556e-06 4.04776e-06 -8.07178e-06 3.68469e-06 0.000541625 0.000927849 0.000507726 -0.000219303 0.000591941 -2.42468e-05 -5.90006e-06 -1.95218e-05 -8.89477e-06 -2.11974e-05 -7.26135e-06 -2.09028e-05 -9.87524e-06 2.94579e-05
internal_weight=0 3093 54 3039 3018 2873 145 59 86 63 2850 2827 2802 2780 2756 2735 135 112 92 68 44 2600 2569 2532 2510 2485 2447 2423 2403 2105
internal_count=3121 3093 54 3039 3018 2873 145 59 86 63 2850 2827 2802 2780 2756 2735 135 112 92 68 44 2600 2569 2532 2510 2485 2447 2423 2403 2105
is_linear=0
shrinkage=0.1


Tree=1225
num_leaves=31
num_cat=0
split_feature=3 11 104 33 1 1 46 44 1 0 1 9 1446 473 128 128 128 128 130 2 43 2 403 130 1 1 160 43 39 124
split_gain=0.00180292 0.00341454 0.0054499 0.00284287 0.0027025 0.00395706 0.00288411 0.0053422 0.00375788 0.0107962 0.00640932 0.0053945 0.00317819 0.00247658 0.00240876 0.00424806 0.00259426 0.00442099 0.00255409 0.00737019 0.0074538 0.00775328 0.0062237 0.00456916 0.00381788 0.00798461 0.0111261 0.0057961 0.00565649 0.00642391
threshold=0.63141500000000017 -0.072629999999999986 0.079665000000000014 -0.018454999999999996 0.15618500000000002 0.14754500000000001 0.096120000000000011 0.082070000000000018 0.13707500000000003 -0.043914999999999989 0.13471500000000003 0.091905000000000014 0.11787500000000002 -0.07576999999999999 0.11976500000000002 0.11170500000000001 0.10692000000000002 0.10332500000000001 -0.067864999999999995 0.084550000000000014 -0.0073899999999999999 0.088665000000000008 -0.065924999999999997 -0.026574999999999998 0.12811000000000003 0.11846000000000002 -0.066074999999999981 -0.053764999999999993 -0.046074999999999991 0.021010000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 10 -10 11 12 13 -5 15 16 17 18 19 22 21 -21 -15 -20 25 28 -27 -28 -25 -30
right_child=-2 2 -4 4 -6 -7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 23 20 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.0013089496665634217 -0.00088210128824752962 0.0011177013000554365 -0.001472373798955232 0.0010638144256187264 -0.00091239847171209476 0.0013181001535110188 0.00096088769552748533 -0.0016375176041037776 0.00018969794575241395 -0.0026103194089695798 0.0014980557037453199 -0.0014299714129055456 0.001139579170383513 0.0002396710597994653 0.00084783339760068684 -0.0013092316947877407 0.0010353828748823921 -0.0014206976422098127 -0.0014548706134188583 -0.0023618803033605218 0.001154061131960442 5.9825890602018596e-05 0.0025682249455712737 -0.0016579053874704102 -0.0010297711409091588 -0.00097194291651248933 0.0006894283839501441 0.0027842976859704192 -2.501161586984796e-05 0.0017317939217069318
leaf_weight=20 23 23 25 22 32 23 31 20 40 21 29 26 25 22 33 25 24 22 22 20 31 39 24 21 36 20 25 28 2348 21
leaf_count=20 23 23 25 22 32 23 31 20 40 21 29 26 25 22 33 25 24 22 22 20 31 39 24 21 36 20 25 28 2348 21
internal_value=0 6.54885e-06 -1.9138e-06 1.01273e-05 1.71998e-06 1.14771e-05 1.37546e-06 -8.7281e-06 2.41273e-06 -0.000774242 1.89604e-05 3.82499e-06 1.71009e-05 7.01753e-06 -1.40316e-06 -1.16762e-05 3.24883e-07 -8.94775e-06 2.74156e-06 0.000424865 -0.000101428 -0.000761091 0.00145457 -2.00307e-05 -7.39904e-06 7.54428e-06 0.00103777 0.00179615 -2.39229e-05 -9.43841e-06
internal_weight=0 3098 3078 3053 3030 2998 2975 2944 2924 61 2863 2834 2808 2783 2761 2728 2703 2679 2657 136 90 59 46 2521 2499 2463 73 53 2390 2369
internal_count=3121 3098 3078 3053 3030 2998 2975 2944 2924 61 2863 2834 2808 2783 2761 2728 2703 2679 2657 136 90 59 46 2521 2499 2463 73 53 2390 2369
is_linear=0
shrinkage=0.1


Tree=1226
num_leaves=31
num_cat=0
split_feature=33 9 16 48 153 129 129 2 129 394 129 3 130 42 1205 401 401 401 1209 16 15 1210 3 1203 3 43 131 159 159 4
split_gain=0.00188135 0.00210432 0.014814 0.00207542 0.00227802 0.00220585 0.00575515 0.003813 0.0033374 0.00264569 0.00538529 0.00618207 0.00256252 0.00479548 0.00369249 0.00354038 0.00435014 0.00384053 0.00527047 0.0293528 0.00352608 0.0111278 0.0214802 0.00947084 0.0071727 0.0153647 0.00966041 0.0210266 0.01477 0.00940043
threshold=-0.012019999999999998 0.091600000000000015 -0.42170999999999997 -0.14001 0.086100000000000024 0.10596500000000002 0.12076500000000001 0.096540000000000015 0.10327000000000001 -0.16013499999999997 0.091700000000000018 -0.088784999999999989 -0.22699999999999995 0.15432000000000004 0.09993500000000001 0.13729500000000003 0.13148500000000005 0.11769000000000002 -0.085894999999999985 -0.082404999999999992 0.085935000000000025 -0.05860499999999999 -0.082334999999999978 0.089165000000000008 -0.090569999999999984 -0.092909999999999979 0.08956500000000002 0.091530000000000014 -1.0000000180025095e-35 -0.086574999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 8 7 -7 9 -5 12 -12 -11 14 15 16 17 18 19 -14 -20 22 -22 24 29 -26 27 -27 -28 -23
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 11 -13 13 -15 -16 -17 -18 -19 20 -21 21 23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.00081601565637226623 0.00081043243408203132 -0.0012967352390937184 0.0020528322735410788 -0.00099355413112789392 -0.0010258465015795081 0.00033992208218911575 -0.00072386525386140094 0.0022692266083322466 -0.0013045005436288194 -0.0011206710270406414 -3.1478556671312879e-05 0.0018915931374067442 -0.0034685040932041981 0.0014261108134751735 -0.0013776757358573378 0.0012495062714813023 -0.0014935616159709754 0.00117337556719711 -7.5447344375997565e-05 0.0017186673739342951 -0.00066354537460332121 -0.00012344554101010084 0.003350197885495921 0.0018349602103939857 -0.0024995105200947298 -3.9320719142083207e-05 0.00011736032046268092 0.0032114385749169049 -0.003084533128887415 0.001726186668034643
leaf_weight=28 31 23 31 27 22 21 22 20 20 21 35 32 24 23 20 22 20 27 1952 20 24 61 30 29 27 379 34 21 25 50
leaf_count=28 31 23 31 27 22 21 22 20 20 21 35 32 24 23 20 22 20 27 1952 20 24 61 30 29 27 379 34 21 25 50
internal_value=0 7.38715e-06 0.000626165 -3.60791e-06 -1.19973e-05 -4.52753e-06 0.000580918 0.00128105 -1.71458e-05 -8.27663e-06 9.73191e-07 0.000887003 -2.01603e-05 -1.1871e-05 -2.38325e-05 -1.39684e-05 -2.41764e-05 -1.33042e-05 -2.52774e-05 -0.0011107 -7.13206e-06 0.000188973 0.00156631 7.0161e-05 -1.55662e-05 -0.000181219 -4.48484e-05 0.000131344 -0.00123937 0.000709722
internal_weight=0 3093 54 3039 3008 2986 63 41 2923 2903 2876 67 2809 2788 2765 2745 2723 2703 2676 44 2632 680 54 626 597 486 459 400 59 111
internal_count=3121 3093 54 3039 3008 2986 63 41 2923 2903 2876 67 2809 2788 2765 2745 2723 2703 2676 44 2632 680 54 626 597 486 459 400 59 111
is_linear=0
shrinkage=0.1


Tree=1227
num_leaves=31
num_cat=0
split_feature=402 399 1201 1203 12 12 475 474 13 13 42 482 401 13 4 159 1 16 2 48 0 42 2 13 43 2 475 475 157 129
split_gain=0.00156336 0.00272082 0.00255622 0.00219286 0.00187497 0.0154464 0.0119097 0.00743616 0.00663716 0.00735044 0.00739716 0.00532609 0.00610145 0.00687365 0.0250438 0.00925393 0.00876009 0.0137734 0.00896598 0.0159869 0.0126003 0.0104112 0.00681183 0.00672998 0.00672701 0.00498348 0.00390171 0.00984313 0.00561988 0.0037079
threshold=-0.52461999999999986 -0.087854999999999989 -0.072239999999999985 -1.0000000180025095e-35 0.097145000000000023 0.096525000000000014 0.05680000000000001 -1.0000000180025095e-35 -0.16152999999999998 -0.080519999999999994 0.10024000000000001 0.090355000000000005 -1.0000000180025095e-35 -0.039649999999999998 -0.040589999999999994 0.095130000000000006 0.12500000000000003 -0.14035499999999998 0.11448000000000001 0.08955500000000001 -0.075934999999999989 -0.05332499999999999 0.12669500000000003 -0.068269999999999983 -0.24021999999999996 0.094215000000000007 -0.49729499999999999 -0.24431999999999998 0.11289000000000002 0.10311000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 26 7 -6 -9 10 -10 12 -11 14 -14 16 17 -15 19 20 24 -22 -20 -16 -19 -7 -5 -28 29 -29
right_child=1 2 3 4 6 25 -8 8 9 11 -12 -13 13 15 23 -17 -18 18 22 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00085991098672994187 0.00096989887252706911 -0.0010535526630954574 0.00093735701916739357 0.0013924312767630909 0.0016768814685865835 0.00086625738273141909 -0.0025678578787483274 0.0011839691974969088 -0.00019910529415938076 0.00095964461051596282 -0.0029188779699325096 0.0013395743520484994 -0.0042375133500900126 -0.0022501901878664893 -0.0015947470064496712 -0.0018731142359751244 0.0017420657478006826 0.00033195302403328243 -0.0021645196042954923 0.0031027124540525535 0.00010181391643809862 0.0030254771030740813 0.00031149537193414295 0.00062570015837151846 -0.0016243348450352174 0.0030986290986766106 -0.0022193536604754628 -2.791645090104862e-05 0.0014167578106155686 0.00078153663820683449
leaf_weight=21 29 23 25 20 23 20 20 34 20 39 20 23 20 27 21 27 28 32 25 21 29 21 20 39 39 20 20 2329 28 58
leaf_count=21 29 23 25 20 23 20 20 34 20 39 20 23 20 27 21 27 28 32 25 21 29 21 20 39 39 20 20 2329 28 58
internal_value=0 5.82521e-06 -3.27871e-06 4.64659e-06 -3.06686e-06 3.31624e-05 -0.000174264 -8.00279e-05 -0.000163345 -0.000264917 -0.00155899 -0.000138973 -0.000226618 -0.000359181 -0.00117297 -0.000117161 7.87506e-05 -0.000138879 0.000165962 0.000555761 0.000113728 0.00132975 -0.00106407 -0.000151456 -0.000742628 0.00198244 1.40223e-06 -1.00231e-05 8.27368e-06 -8.24813e-06
internal_weight=0 3100 3071 3048 3023 2495 528 508 485 451 40 411 388 349 80 269 242 214 187 142 121 50 45 60 71 40 2455 2435 2415 2387
internal_count=3121 3100 3071 3048 3023 2495 528 508 485 451 40 411 388 349 80 269 242 214 187 142 121 50 45 60 71 40 2455 2435 2415 2387
is_linear=0
shrinkage=0.1


Tree=1228
num_leaves=31
num_cat=0
split_feature=1213 401 401 2 1209 402 1209 1212 1211 1212 1213 12 1213 402 402 1211 1211 401 132 16 131 402 402 403 403 403 42 42 4 4
split_gain=0.00169863 0.00169477 0.00572919 0.00566565 0.00466333 0.0180649 0.00531955 0.00291926 0.006442 0.00346606 0.00508978 0.00770174 0.00395629 0.00362257 0.0112363 0.00274371 0.0059434 0.00413467 0.00303875 0.00465392 0.00305055 0.0029224 0.00511848 0.00577989 0.00669435 0.00851067 0.00365457 0.0103068 0.00934992 0.0157567
threshold=0.51370000000000016 0.11916500000000001 0.11444000000000001 0.097845000000000015 -0.084519999999999984 -0.0078149999999999973 -0.067109999999999989 0.14135500000000004 0.11671000000000002 0.11579500000000002 0.11395000000000001 0.087695000000000009 0.099360000000000018 -0.41906499999999997 -0.46435999999999994 0.09030500000000001 0.085965000000000014 -1.0000000180025095e-35 -0.41127499999999995 0.67964000000000013 0.12108000000000001 0.11375000000000002 0.10874500000000002 -0.54856499999999986 -0.52917499999999984 -0.23730999999999999 -0.094219999999999984 -0.09693499999999998 -0.0096849999999999974 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -6 8 9 10 12 -12 13 14 -8 16 17 -15 -19 20 21 22 23 -20 -25 -26 27 28 -27 -30
right_child=-2 3 -4 -5 6 -7 7 -9 -10 -11 11 -13 -14 15 -16 -17 -18 18 19 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.00055667031255941237 0.0009186244019656443 0.00021362232420074181 0.0016126982767177237 -0.0017298547521932051 0.0014921331579292505 -0.0032981767738237983 -0.00069900075718760501 0.0010732833817601204 -0.0014458075122562267 0.0013153426832286643 -0.0024642599979415539 5.0351609764941806e-05 0.0013795159446696442 -0.0013810497158291664 0.0022431302367261164 -0.00088114614870088794 0.001634592543864115 0.00092114912944712816 -0.0014432851231893958 -0.0014029701764229686 0.0010533723661124155 -0.00085263673057098222 0.0015531548129815963 0.0015390326439436259 -0.0014446699523321558 0.00064958780409069732 -3.1058070286029092e-05 0.0021519615098127519 -0.0030100309162993323 0.0002218062868147778
leaf_weight=31 20 40 22 24 24 20 25 25 31 20 21 29 21 22 27 36 22 35 28 24 27 41 21 28 41 125 2192 29 22 48
leaf_count=31 20 40 22 24 24 20 25 25 31 20 21 29 21 22 27 36 22 35 28 24 27 41 21 28 41 125 2192 29 22 48
internal_value=0 -5.92469e-06 4.80709e-06 -0.000515182 -6.92545e-06 -0.000955034 9.38817e-06 -2.71587e-06 -1.1944e-05 3.46855e-06 -5.69258e-06 -0.00100579 1.20774e-05 1.79587e-06 0.000828644 -1.38904e-05 -2.34838e-06 -1.57709e-05 -4.48339e-06 -1.68205e-05 -4.03507e-06 -1.51224e-05 -1.57151e-06 -1.45636e-05 1.53462e-06 -1.59867e-05 8.25832e-06 0.000392997 0.000131408 -0.000793914
internal_weight=0 3101 3037 64 3015 51 2964 2940 2915 2884 2864 50 2814 2793 52 2741 2705 2683 2661 2626 2602 2575 2534 2513 2485 2457 2416 224 195 70
internal_count=3121 3101 3037 64 3015 51 2964 2940 2915 2884 2864 50 2814 2793 52 2741 2705 2683 2661 2626 2602 2575 2534 2513 2485 2457 2416 224 195 70
is_linear=0
shrinkage=0.1


Tree=1229
num_leaves=31
num_cat=0
split_feature=9 46 3 3 1 147 0 9 48 148 15 9 48 33 13 52 2 2 16 1375 1375 1447 403 4 3 3 0 151 151 15
split_gain=0.00165242 0.00276073 0.00225123 0.00343163 0.00351018 0.00321475 0.00418976 0.00357671 0.00325469 0.00627926 0.00851225 0.00436465 0.00470599 0.00367816 0.00294603 0.0178334 0.00710993 0.00893597 0.00317074 0.0198412 0.0127196 0.00936086 0.018788 0.00823466 0.0120469 0.0149073 0.00873124 0.00921051 0.00755014 0.014517
threshold=0.10860500000000002 -0.043074999999999995 0.63141500000000017 0.40411000000000002 0.14262000000000002 0.097985000000000017 -0.26609999999999995 0.092235000000000011 -0.082654999999999992 -0.079549999999999996 -0.0079099999999999986 0.087755000000000014 -0.078514999999999988 0.078905000000000017 -0.17933499999999997 0.084735000000000019 0.11177500000000001 0.11728500000000001 -0.010264999999999998 -0.15308499999999997 -0.15308499999999997 -0.085684999999999997 -0.41534499999999991 -0.15764999999999998 0.11658 0.097915000000000016 -0.23051499999999997 -0.16145499999999999 -0.088054999999999981 -0.018314999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 8 9 10 -8 12 -10 14 15 16 -14 -18 19 -16 -20 -22 -23 -21 25 26 -25 -28 29 -24
right_child=-2 2 -4 4 -6 -7 7 -9 11 -11 -12 -13 13 -15 18 -17 17 -19 20 23 21 22 28 24 -26 -27 27 -29 -30 -31
leaf_value=0.0011224984921599653 -0.0008444804677982693 0.0014115522593437207 -0.001059208669466898 -1.1313427516835787e-05 0.0018170822866349703 -0.00094662153343152674 0.0012593456840311939 0.0012098697314892586 -0.0014470019144937397 0.0016691707933646147 -0.0014920503326246273 -0.0014363874056884513 0.0013914868220066031 0.0012219233263749631 0.0025876966876826521 -0.0029334955885133244 -0.0021225912019699105 0.0006062628956637387 -0.0026410566468257459 0.0018003534055494059 0.0015619480626121391 -0.0029743665467401076 -0.00020508028072704885 -0.0018118676738455319 -0.0022173500335763191 0.0027528537710895763 -0.0017954810591483559 6.7454980292640501e-05 -0.00016679908279187551 0.0026829183492476922
leaf_weight=22 23 21 20 21 21 36 22 24 23 33 23 22 30 24 31 24 21 28 20 26 33 23 46 26 24 20 27 1555 824 28
leaf_count=22 23 21 20 21 21 36 22 24 23 33 23 22 30 24 31 24 21 28 20 26 33 23 46 26 24 20 27 1555 824 28
internal_value=0 6.26955e-06 -1.71388e-06 5.2069e-06 0.000902884 -7.30221e-06 4.05289e-06 -5.94288e-06 -1.58916e-05 0.000621424 -0.000146923 -3.33033e-05 -2.24075e-05 -1.07471e-05 -2.1366e-05 -0.000546198 0.000179058 -0.000563246 -1.21778e-06 8.0851e-05 -0.000145217 -9.28937e-05 -0.000152188 3.45386e-05 6.74735e-06 3.9535e-05 5.78728e-06 3.56602e-05 -7.99047e-05 0.000887676
internal_weight=0 3098 3076 3056 42 3014 2978 2957 2933 78 45 2855 2833 2810 2786 103 79 49 2683 1709 974 954 921 1678 1652 1628 1608 1582 898 74
internal_count=3121 3098 3076 3056 42 3014 2978 2957 2933 78 45 2855 2833 2810 2786 103 79 49 2683 1709 974 954 921 1678 1652 1628 1608 1582 898 74
is_linear=0
shrinkage=0.1


Tree=1230
num_leaves=31
num_cat=0
split_feature=1375 1375 457 457 148 4 457 457 457 133 151 2 16 2 51 151 4 151 150 453 33 9 16 3 3 159 13 484 43 3
split_gain=0.00174258 0.00370038 0.00281528 0.00759638 0.00678194 0.00413688 0.00263632 0.00228054 0.00307226 0.0138744 0.0029818 0.0114878 0.0178288 0.0105586 0.00607911 0.00528923 0.0050364 0.00496577 0.00405971 0.00691565 0.00312317 0.00364143 0.00946874 0.00278414 0.00892972 0.00664434 0.00604108 0.00555106 0.00704852 0.00790808
threshold=-0.4078199999999999 -0.22285999999999997 0.097575000000000009 0.091945000000000013 -0.063899999999999985 0.0045450000000000013 0.088045000000000012 0.086460000000000023 0.083995000000000014 0.085895000000000013 -0.085134999999999975 0.087625000000000022 -0.008904999999999998 0.089320000000000024 -0.013439999999999999 -0.083694999999999978 -0.015039999999999998 -0.082829999999999973 0.083095000000000016 0.082930000000000018 -0.012019999999999998 0.091600000000000015 -0.4179199999999999 -0.094299999999999981 -0.096099999999999977 0.10569000000000002 0.073000000000000023 0.086135000000000017 0.0047850000000000011 -0.14847999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -4 -6 7 8 10 -10 11 12 -3 -13 -14 -12 -15 -17 19 -18 -19 23 -23 24 25 27 -27 28 -22 -30
right_child=1 2 4 -5 5 -7 -8 -9 9 -11 15 13 14 16 -16 17 18 20 -20 -21 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00077156061146022947 0.0012995300814509392 0.0030498029383392456 0.00082325594848953187 0.0014355178234320585 -0.00041509576723910871 -0.0024490274745039642 -0.0010500645633631698 0.0010166047902947122 0.00045493236889472305 -0.002846782411215827 -0.0015627677023241468 -0.0023192283231765034 -0.0012950727890711279 0.0014607316120721712 0.001140984321578539 0.0014261004214252658 -0.0020190983646265841 -0.0012637463700957596 0.00067291499133481864 0.0004908762428732146 -9.6579886182678656e-05 -0.00046857224171981213 0.0023759789341552696 -7.2597155423964941e-05 0.001669208592379858 0.00013304267311468722 -0.0022683088942854245 0.0016418353808112442 -0.00011762411013478414 0.0023996369483379222
leaf_weight=29 22 34 20 37 20 20 24 22 35 20 22 20 20 24 21 24 23 20 31 21 283 25 22 2127 38 20 22 25 24 26
leaf_count=29 22 34 20 37 20 20 24 22 35 20 22 20 20 24 21 24 23 20 31 21 283 25 22 2127 38 20 22 25 24 26
internal_value=0 7.2365e-06 -2.02424e-06 1.1496e-05 -0.000680289 -0.00143206 -6.22645e-06 2.26867e-06 -5.35531e-06 -0.000745691 8.82243e-06 0.000387397 0.0013567 -0.000223508 -4.73362e-05 -1.86023e-05 0.000199869 -5.81178e-06 -0.000203607 -0.000821156 -1.88687e-05 -9.33674e-06 0.00086292 -2.53196e-05 0.000204268 6.50985e-05 -0.00112481 0.000204697 9.68032e-05 0.00119135
internal_weight=0 3092 3070 3010 60 40 2973 2949 2927 55 2872 194 75 119 41 2678 99 2656 75 44 2632 2612 47 2565 438 400 42 358 333 50
internal_count=3121 3092 3070 3010 60 40 2973 2949 2927 55 2872 194 75 119 41 2678 99 2656 75 44 2632 2612 47 2565 438 400 42 358 333 50
is_linear=0
shrinkage=0.1


Tree=1231
num_leaves=31
num_cat=0
split_feature=403 3 403 1209 1212 12 12 12 12 2 43 482 156 16 1446 42 156 157 484 482 13 52 16 12 50 13 3 2 13 3
split_gain=0.00164245 0.00893051 0.00535445 0.00244875 0.00233124 0.00401138 0.00280713 0.0127868 0.0125387 0.0221775 0.0108386 0.0103595 0.00771246 0.00697517 0.00679479 0.00601767 0.00599525 0.00582875 0.00633804 0.00785202 0.0054365 0.00985291 0.00832388 0.0138268 0.0112206 0.0151867 0.011065 0.012382 0.00946737 0.00877774
threshold=-0.5492149999999999 -0.086049999999999988 -0.53762499999999991 -0.092099999999999987 -0.42670499999999995 0.089300000000000004 0.09141500000000001 0.09202500000000001 0.090545000000000014 0.088930000000000023 -0.013819999999999997 -0.37501999999999996 -0.092624999999999985 -0.080029999999999976 0.11787500000000002 0.089390000000000011 -0.087794999999999998 -0.37756999999999991 0.090535000000000018 0.096495000000000011 0.065590000000000009 0.085175000000000015 -0.040964999999999994 0.092755000000000018 -0.099524999999999988 -0.051094999999999995 -0.07359499999999998 0.10188000000000001 0.054800000000000008 -0.076234999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 8 10 11 13 15 -6 -13 -10 -14 -8 -9 -18 19 20 22 -22 28 -24 25 -25 -26 -28 29 -19
right_child=2 -3 3 4 6 -7 7 16 9 -11 -12 12 14 -15 -16 -17 17 18 -20 -21 21 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=0.0022309482970740645 -0.0013392219529487193 -0.00040456944455703097 0.00095142537891795798 0.00028001048136502507 0.0022505535988602788 -0.0016767845240544623 -0.00044576816237531602 0.0016379999080369169 -0.0010799614119936119 -0.0033774720302091974 0.0033520243362415514 -0.0015766391672514147 -3.1236099707266204e-05 0.0015003713965415955 0.0017776931004066553 0.0017955360883522944 -0.001344285348069764 -9.8642880177413601e-05 -0.0011306464487989977 0.0016260026482720577 8.7305898569635507e-05 0.0017570305755119382 -0.0029871092965116815 0.0020373927348723208 -5.3822918391019545e-05 -0.0012981400060068284 -0.0030550051816081742 -0.00039394957772553125 -0.001638387265316851 0.00097987233812688772
leaf_weight=20 30 36 27 20 20 22 25 23 22 31 21 32 1856 20 21 23 31 168 43 33 134 48 21 39 102 21 34 36 25 137
leaf_count=20 30 36 27 20 20 22 25 23 22 31 21 32 1856 20 21 23 31 168 43 33 134 48 21 39 102 21 34 36 25 137
internal_value=0 0.000536687 -9.8057e-06 3.33516e-06 -5.17496e-06 -0.000744977 5.301e-06 0.000145498 -6.22065e-05 -0.00134868 0.00145718 -1.3522e-05 -3.72421e-05 0.000148768 -1.09977e-05 0.00062819 4.43738e-05 2.34003e-06 5.19778e-05 0.000115703 5.0553e-05 0.000527673 -9.83935e-05 -0.000529938 -0.000307521 0.000869956 -0.000718269 -0.00168646 0.000232457 0.000385805
internal_weight=0 56 3065 3035 3008 42 2966 964 2002 73 69 1929 1909 42 1877 48 895 872 841 798 765 182 583 253 232 60 172 70 330 305
internal_count=3121 56 3065 3035 3008 42 2966 964 2002 73 69 1929 1909 42 1877 48 895 872 841 798 765 182 583 253 232 60 172 70 330 305
is_linear=0
shrinkage=0.1


Tree=1232
num_leaves=31
num_cat=0
split_feature=1426 1426 52 157 156 155 475 1419 154 474 471 16 131 52 4 51 1429 12 2 2 4 52 51 3 3 131 3 484 3 42
split_gain=0.00171796 0.0031314 0.00270374 0.00560208 0.00361097 0.00653083 0.00437609 0.00289167 0.00349793 0.00527787 0.00257675 0.0031507 0.00593937 0.0074339 0.00481959 0.019028 0.00568854 0.0053711 0.00726354 0.00368026 0.00378003 0.00326047 0.00355108 0.00348952 0.0140786 0.0116044 0.0127893 0.0170032 0.0239901 0.0127852
threshold=-0.10090499999999998 -0.052649999999999995 -0.56741999999999992 -0.083944999999999978 0.14862 0.11562500000000002 0.11922500000000001 0.098075000000000009 1.0000000180025095e-35 -0.14697499999999997 0.09074500000000002 0.15891500000000003 0.11669000000000002 0.10024500000000001 -0.0083799999999999986 -0.22411499999999998 0.086825000000000013 0.089085000000000011 0.10981000000000002 0.089525000000000007 -0.034939999999999992 -0.19683499999999995 -0.14283999999999999 -0.077354999999999993 -0.077774999999999983 0.11863000000000001 -0.071799999999999989 -0.062219999999999991 -0.073309999999999986 0.09832500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 9 -4 11 21 13 14 16 17 19 -16 -19 -13 -21 -11 -23 24 -24 26 27 -25 29 -29
right_child=1 2 4 -5 -6 -7 -8 -9 -10 10 -12 12 -14 -15 15 -17 -18 18 -20 20 -22 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.00090142866413641201 -0.00092055841232649991 -0.0003531571305800407 -0.0016295655758585782 0.0019566735042081704 0.0012703411016528581 -0.0013935648245558911 0.0014387349692350697 -0.0011268418835875902 0.0012550156309523366 0.00094893689016125314 0.00099156139454302885 -0.00083171065621086802 0.0013724999583791943 -0.0020240800459690104 -0.0012456203754670147 -0.0034059597970719385 0.0014672544607892634 -0.00081708192635603517 0.0013798564220504725 -0.0001457834098807188 0.0013243530836442243 -0.0011949189133398856 -2.8897328630817632e-05 -0.0011490153797369983 -0.0024705321435855394 -0.0022074540785979482 6.6246631096791121e-05 0.0016034420194854548 0.0044927398674190046 -0.00094822477376847356
leaf_weight=21 37 21 20 21 22 34 21 23 22 38 26 53 20 26 29 22 25 27 34 73 23 24 1474 28 24 20 791 72 23 27
leaf_count=21 37 21 20 21 22 34 21 23 22 38 26 53 20 26 29 22 25 27 34 73 23 24 1474 28 24 20 791 72 23 27
internal_value=0 -6.10645e-06 4.93981e-06 0.000801758 -6.1381e-06 -1.55021e-05 3.0034e-07 -9.96023e-06 -1.16589e-06 -1.06988e-05 5.47205e-07 -8.48412e-06 -0.000298065 -0.000405153 -0.000257978 -0.000769645 7.13714e-05 -0.000125212 0.000407441 -0.000162837 0.000206437 2.96519e-05 1.55831e-05 2.73977e-05 -6.80156e-05 0.000176127 0.000226788 0.00107338 0.00158343 0.000907533
internal_weight=0 3100 3063 42 3021 2999 2965 2944 2921 2899 2879 2853 332 312 286 112 174 90 61 149 96 2521 2483 2459 1498 961 941 150 122 99
internal_count=3121 3100 3063 42 3021 2999 2965 2944 2921 2899 2879 2853 332 312 286 112 174 90 61 149 96 2521 2483 2459 1498 961 941 150 122 99
is_linear=0
shrinkage=0.1


Tree=1233
num_leaves=31
num_cat=0
split_feature=484 1451 3 3 12 15 2 2 1211 1211 3 2 3 3 42 12 3 2 43 1 12 133 51 1 43 42 160 160 12 1371
split_gain=0.00167657 0.00268026 0.00164816 0.0123394 0.00963428 0.0282756 0.00932292 0.0150757 0.00862297 0.0147622 0.00819364 0.00788755 0.00688546 0.0197387 0.0154043 0.0173845 0.00938424 0.00680674 0.0135294 0.0103348 0.0065244 0.00630156 0.00615629 0.00645108 0.0115597 0.0145616 0.00643745 0.0155007 0.0175657 0.0224227
threshold=-0.52850499999999989 0.089825000000000002 -0.077354999999999993 -0.077644999999999978 0.082850000000000021 0.081070000000000017 0.10584500000000001 0.086825000000000013 0.11789500000000001 0.11088500000000003 -0.078084999999999988 0.12198500000000001 -0.072624999999999981 -0.073309999999999986 0.095885000000000012 0.097145000000000023 -0.070649999999999977 0.090790000000000023 -0.064334999999999989 0.093400000000000025 0.083535000000000012 -0.42671999999999993 0.09364500000000002 0.10337500000000001 -0.08287499999999999 0.08733500000000001 -0.015149999999999999 -0.025879999999999997 0.083875000000000019 0.083235000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 10 20 -8 13 14 17 -16 -14 19 -19 -4 -6 -18 26 24 -24 -26 27 28 -22 -30
right_child=1 -3 12 -5 8 -7 11 -9 -10 -11 -12 -13 16 -15 15 -17 21 18 -20 -21 22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00091264119138941176 -0.00052633772453142182 0.00097984297255087368 0.0033528354516117057 -0.0022698409281838396 0.0013838825514540078 -0.0032450349854318324 -0.0025883043394424026 0.002615773683646694 0.0019570641366400475 -0.0025656848510896618 0.0018031525277855016 0.00018653844571894123 -0.0014250296787617521 0.0033254470841105411 0.00048835175843643295 -0.0028888774889141875 0.0012971839736191891 0.0016587587338390535 -0.0016298691530457954 0.0003521954354999418 -0.0028070658594369891 9.5209799640520457e-07 -0.00045698667013579429 -0.00094938574591651558 0.0030971705816006541 -2.6963122189044953e-05 5.134165747310376e-05 -0.0027867645486437075 -0.00028262401241903204 0.0030260160177104727
leaf_weight=20 37 28 24 25 34 36 20 26 23 22 26 21 45 24 35 27 39 29 22 22 25 978 34 20 37 25 1072 26 297 22
leaf_count=20 37 28 24 25 34 36 20 26 23 22 26 21 45 24 35 27 39 29 22 22 25 978 34 20 37 25 1072 26 297 22
internal_value=0 5.88611e-06 -2.98821e-06 -6.34269e-05 -3.28332e-05 -0.000829532 6.60424e-06 0.000770407 3.4237e-05 7.27051e-06 4.22551e-05 -0.00116704 8.57523e-05 0.000652276 0.000248779 -0.000982377 -1.18691e-05 0.0010357 0.000240135 0.00191775 1.34967e-05 5.06601e-05 -1.6409e-05 0.000684448 0.00102483 0.00183744 -7.27887e-05 -0.000432431 -0.000254487 -5.44419e-05
internal_weight=0 3101 3073 1828 1803 140 104 63 1663 1640 1618 41 1245 183 159 62 1062 97 51 46 1592 1017 1558 116 96 62 1442 370 344 319
internal_count=3121 3101 3073 1828 1803 140 104 63 1663 1640 1618 41 1245 183 159 62 1062 97 51 46 1592 1017 1558 116 96 62 1442 370 344 319
is_linear=0
shrinkage=0.1


Tree=1234
num_leaves=31
num_cat=0
split_feature=1208 1209 1208 1209 401 133 401 1211 1211 1211 1212 402 1212 403 130 1212 12 12 12 12 15 130 132 15 401 399 13 401 403 403
split_gain=0.00177051 0.0120176 0.0115309 0.00862039 0.00290859 0.00509142 0.00362176 0.00234294 0.00685918 0.00718326 0.00354847 0.00543784 0.0101167 0.00457065 0.00262204 0.0109844 0.00991793 0.0103971 0.0130704 0.0121848 0.00694381 0.00570814 0.0205922 0.018509 0.0051737 0.00575478 0.00388234 0.00340791 0.00867668 0.00369106
threshold=0.099975000000000008 0.10742500000000001 0.11846000000000001 -0.094304999999999986 0.11916500000000001 -0.047229999999999987 0.11186000000000001 0.13003000000000001 0.11789500000000001 0.11088500000000003 0.11579500000000002 0.11174500000000002 -0.040879999999999993 -0.54448499999999989 0.087820000000000023 0.055770000000000007 0.110195 0.099815000000000015 0.09474500000000001 0.090545000000000014 0.085315000000000016 0.006490000000000001 -0.083284999999999984 0.083935000000000023 0.10387 0.090310000000000015 0.00084500000000000016 -0.06959499999999999 1.0000000180025095e-35 -0.52445499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 6 -6 7 8 9 10 11 13 -13 -5 21 16 17 18 19 20 26 24 -23 -24 25 27 -16 28 -15 -29
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11 -12 12 -14 14 15 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0019395756261909138 0.0025530439021531496 -0.0019501739419470338 0.0012908648325329914 0.0011562361874218499 -0.0019404741466998877 6.3410367874894288e-05 0.0010137213647087467 -0.0010235221391088668 0.0016959343459651184 -0.001656303318360677 0.0011543732008485004 0.00039895664279659591 -0.0025045853607783405 0.0022991553890857508 -9.123826565753137e-05 -0.0022935456521809105 0.0013639330541571747 -0.0020290595575715997 0.0019028614441465056 -0.0023213164041018383 -0.0013768273444535832 0.0030121591660707933 0.0016052083315022678 -0.0018828422049409711 0.001438535780645907 -0.0012123406427398994 0.0014733636270052401 -0.0012382382449383537 -0.00045025054035553085 8.3552825559283674e-06
leaf_weight=23 20 23 21 35 21 32 36 22 24 26 27 24 24 22 35 25 39 32 28 28 24 29 29 32 25 39 29 24 24 2299
leaf_count=23 20 23 21 35 21 32 36 22 24 26 27 24 24 22 35 25 39 32 28 28 24 29 29 32 25 39 29 24 24 2299
internal_value=0 0.000520547 -0.000403315 -1.0898e-05 3.72287e-06 -0.000730582 1.67783e-05 4.59153e-06 1.23296e-05 -1.60844e-06 1.33662e-05 2.54144e-06 -0.00105281 2.06462e-05 6.26122e-06 -0.00030959 -7.88972e-05 -0.000398615 -3.62944e-05 -0.000504366 7.3754e-05 3.63065e-05 0.000818363 -0.000224589 7.37714e-06 -7.48123e-06 0.000617722 1.23539e-05 0.000864683 -4.52386e-06
internal_weight=0 64 44 3057 3034 53 2981 2945 2923 2899 2873 2846 48 2798 2763 240 215 176 144 116 88 2523 90 61 2433 2408 64 2369 46 2323
internal_count=3121 64 44 3057 3034 53 2981 2945 2923 2899 2873 2846 48 2798 2763 240 215 176 144 116 88 2523 90 61 2433 2408 64 2369 46 2323
is_linear=0
shrinkage=0.1


Tree=1235
num_leaves=31
num_cat=0
split_feature=132 3 3 15 0 12 4 2 1177 390 148 148 2 1 2 1375 457 12 457 52 40 120 33 9 15 12 457 16 39 15
split_gain=0.00182698 0.00608195 0.00975207 0.00683828 0.00935935 0.00445716 0.00448076 0.00447831 0.00319002 0.00230087 0.00236797 0.00512877 0.00422037 0.0113063 0.00334429 0.00227076 0.00449789 0.00344325 0.00262087 0.00560632 0.00322839 0.00757649 0.00386714 0.00501242 0.00492245 0.0041113 0.00903673 0.00787277 0.0143267 0.0117204
threshold=-0.084389999999999979 -0.073309999999999986 -0.081334999999999977 -0.03241999999999999 -0.087319999999999995 0.087005000000000013 -0.08484499999999999 0.086950000000000013 -0.083709999999999993 0.089375000000000024 -0.079549999999999996 -0.065034999999999996 0.11215000000000001 0.099195000000000019 0.088055000000000008 -0.24467499999999998 0.10021000000000001 0.083370000000000014 0.086120000000000016 -0.046924999999999988 -0.24290999999999999 0.090440000000000006 -0.012019999999999998 0.091600000000000015 -0.54354999999999987 -0.095379999999999979 0.084040000000000017 -0.11676499999999999 0.092205000000000023 -0.098289999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 -1 -7 -8 -2 10 12 -12 13 14 -10 -13 18 -18 20 -20 -17 22 -22 24 -24 27 -27 28 -26 -29
right_child=8 3 -4 -5 -6 6 7 -9 9 -11 11 15 -14 -15 -16 16 17 -19 19 -21 21 -23 23 -25 25 26 -28 29 -30 -31
leaf_value=-0.0013034382012612638 0.0012197964020412078 0.00095867154851668717 -0.0025825290039748604 0.0019973419932648542 -0.0016064616385847331 0.0012814014562932045 -0.0014661947270558978 0.00047236791220851821 -0.00090074439316854956 -0.00098514338631344885 0.0012957979073689786 0.00087340099196280213 0.00083919759906296218 -0.0026461369358003143 0.00053955687586781822 -0.0012192602590879514 -0.0019658245902974161 -0.00013244835815081994 0.0019266037873669783 -0.00030630038125546775 -0.0012528698804089801 0.0019644606622750871 -0.0011726394571763064 0.001147441885386331 0.0034526248473081399 1.8376032145194843e-05 -0.0016735160017560702 -0.0017384903728961945 -0.00011684468279228263 0.0012663470861433005
leaf_weight=31 22 33 23 20 25 23 22 26 28 23 32 31 21 23 38 21 20 21 22 23 24 20 35 39 22 2346 32 25 23 27
leaf_count=31 22 33 23 20 25 23 22 26 28 23 32 31 21 23 38 21 20 21 22 23 24 20 35 39 22 2346 32 25 23 27
internal_value=0 -0.000290078 -0.000722458 0.000402839 -0.000146989 -0.00030303 0.000133768 -0.00041614 2.01802e-05 1.10671e-05 1.90423e-05 3.71568e-05 -0.000435961 -0.000736841 -7.148e-05 2.24089e-05 1.26383e-05 -0.00102678 2.86654e-05 0.000785342 1.56392e-05 2.56403e-05 1.05698e-05 2.24657e-05 4.98594e-06 2.16392e-05 -4.39123e-06 0.000659788 0.00162823 -0.000178286
internal_weight=0 203 125 78 58 102 71 48 2918 2896 2873 2763 110 89 66 2731 2700 41 2659 45 2614 2593 2573 2549 2510 2475 2378 97 45 52
internal_count=3121 203 125 78 58 102 71 48 2918 2896 2873 2763 110 89 66 2731 2700 41 2659 45 2614 2593 2573 2549 2510 2475 2378 97 45 52
is_linear=0
shrinkage=0.1


Tree=1236
num_leaves=31
num_cat=0
split_feature=9 46 3 14 14 45 4 1 16 3 15 52 1 4 16 13 4 2 42 2 2 0 159 1455 159 12 133 43 1 403
split_gain=0.00194878 0.00202626 0.00199125 0.00287713 0.00870407 0.0041681 0.00261699 0.00313025 0.00222541 0.00707531 0.0157771 0.0473449 0.0118605 0.00993599 0.0105715 0.00658551 0.00568051 0.0272998 0.00937251 0.00640608 0.0171617 0.0141077 0.0115569 0.00920445 0.00956695 0.00715223 0.0188884 0.0221558 0.0142104 0.0129695
threshold=0.10860500000000002 -0.043074999999999995 0.63141500000000017 -0.31455999999999995 -0.44847999999999993 0.094030000000000016 0.51164000000000009 0.11955000000000002 -0.12029499999999999 -0.091354999999999978 0.050935000000000008 0.029970000000000007 0.077565000000000009 -0.0043399999999999992 -0.16075999999999999 0.10935500000000002 0.065520000000000009 0.097220000000000015 -0.074124999999999983 0.083935000000000023 0.084055000000000005 -0.11013499999999998 0.11389500000000001 -0.088559999999999986 -0.46267499999999995 0.093965000000000007 0.11269500000000002 -0.041049999999999996 0.092390000000000014 -0.13252999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 8 7 -3 9 12 13 -12 -5 -11 -15 -14 19 -18 -19 21 -21 -10 23 -23 -25 26 29 -28 -27 -26
right_child=-2 2 -4 5 -6 -7 -8 -9 16 10 11 -13 15 14 -16 -17 17 18 -20 20 -22 22 -24 24 25 28 27 -29 -30 -31
leaf_value=0.00096309563439469711 -0.00091708856634795674 -0.00035645981784909964 -0.00099459184566512708 0.0020646500038256979 0.0023459132078901997 -0.0011639893029613661 -0.00070236123805255475 0.0013916012650865709 -0.0025800965754315258 0.0017752274014055727 0.00042399955345899802 -0.0056866872628840307 0.00036156456687972999 -2.5013593512584409e-05 -0.0015046125482590239 -0.001585432978184975 0.0033410449307572487 0.0012094318432818083 -0.0014104363295094422 0.0028924717830457005 8.0713954137570925e-05 -0.0019594894596375524 -0.0024654620704019354 0.0020956118602216954 -0.0025813776976428928 -0.0030375348107719966 -0.00015943751416423106 0.0043285057192075658 -0.00026160444976356523 3.2873075587845677e-05
leaf_weight=22 23 20 20 34 21 31 29 21 25 25 32 21 71 266 59 23 29 22 36 22 1631 25 21 21 20 22 22 22 114 371
leaf_count=22 23 20 20 34 21 31 29 21 25 25 32 21 71 266 59 23 29 22 36 22 1631 25 21 21 20 22 22 22 114 371
internal_value=0 6.8086e-06 -3.09013e-08 6.47801e-06 0.000560331 -1.05205e-05 2.46565e-05 0.000538889 1.66678e-06 -0.000183603 -0.000389324 -0.00199722 0.000464096 -0.000145843 -0.000293618 -0.000114828 4.26066e-05 0.000835886 -0.000416693 1.28072e-05 0.000118136 -0.0002498 -0.000158487 -7.99679e-05 -5.96227e-07 -7.76897e-05 0.000120202 0.00208453 -0.000710652 -0.000100848
internal_weight=0 3098 3076 3056 91 2965 70 41 2934 531 403 53 128 350 325 94 2403 87 58 2316 1653 663 638 617 592 571 435 44 136 391
internal_count=3121 3098 3076 3056 91 2965 70 41 2934 531 403 53 128 350 325 94 2403 87 58 2316 1653 663 638 617 592 571 435 44 136 391
is_linear=0
shrinkage=0.1


Tree=1237
num_leaves=31
num_cat=0
split_feature=33 9 1 120 40 34 9 3 45 15 1 159 13 40 4 1 3 51 2 49 42 3 2 1 457 51 16 48 13 2
split_gain=0.00176984 0.00219652 0.00822601 0.00214008 0.00490524 0.0020104 0.00332162 0.00295395 0.0035042 0.00309306 0.0026664 0.00615961 0.00470672 0.00603416 0.0046658 0.00315568 0.00295698 0.00796535 0.0120885 0.0084406 0.00866617 0.0124625 0.0124198 0.0107642 0.0102708 0.00871398 0.0112658 0.00822582 0.00747786 0.00718134
threshold=-0.018454999999999996 0.091905000000000014 0.13332000000000002 0.09852000000000001 -0.24134999999999998 -0.097449999999999981 -0.093504999999999991 0.40411000000000002 0.094030000000000016 -0.40580499999999992 0.12811000000000003 0.097885000000000014 -0.073839999999999975 -0.055059999999999991 0.098655000000000007 0.12408500000000001 -0.0049599999999999991 0.11984500000000002 0.081135000000000013 0.11136000000000001 0.086375000000000021 0.088060000000000013 0.11728500000000001 0.085605000000000014 0.10021000000000001 -0.12463499999999998 -0.096824999999999981 0.089670000000000014 -0.15714499999999998 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 -7 8 10 -9 15 12 -12 -14 -15 16 28 18 -18 20 21 23 24 -20 25 -23 -27 29 -8 -28
right_child=1 2 -4 -5 5 6 7 9 -10 -11 11 -13 13 14 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00083801252488046891 0.0015341944759711624 -0.0019145565944759604 0.00057753421262734465 -0.0010266743402462452 0.00099976732046343393 -0.0012905808840878309 -0.0016228206455707551 -4.4614451471716169e-05 -0.0011031210695489728 0.0016930333857003246 -0.0017904869547981598 0.00080184253930647468 -0.0018098209437448533 -0.00084440187969118019 0.0011016643017813163 0.0012743471155408771 0.0020856885104685238 -0.0014798711107384104 0.00052442406075392176 0.0019511138582602146 -0.0016353029915730337 -0.0017673462778995082 0.0020164769820191645 0.0032662959503276011 -0.0025241718204184016 -0.0012944666033517399 0.0027762173003373809 -0.00066539006846774696 -7.1409599041006793e-06 0.0004024874715832993
leaf_weight=25 21 26 27 20 20 20 29 20 29 21 33 31 20 22 28 20 38 24 45 25 28 28 22 21 22 34 26 23 2348 25
leaf_count=25 21 26 27 20 20 20 29 20 29 21 33 31 20 22 28 20 38 24 45 25 28 28 22 21 22 34 26 23 2348 25
internal_value=0 -6.7669e-06 -0.000645001 4.34923e-06 1.11704e-05 5.16364e-07 -6.18552e-06 2.48697e-06 -9.34441e-06 0.0008454 1.62361e-06 -0.000433997 -0.000805949 -0.000341809 0.000245395 2.27887e-05 1.36465e-05 0.000280313 0.000405667 0.000192153 3.16636e-05 0.0002214 -0.000209594 0.00139684 -0.000519554 -0.000195277 0.000212296 0.000904593 -2.68527e-05 0.00161262
internal_weight=0 3096 53 3043 3023 3002 2982 2962 2921 41 2892 134 103 70 50 2758 2738 361 337 299 274 246 180 66 158 136 108 74 2377 51
internal_count=3121 3096 53 3043 3023 3002 2982 2962 2921 41 2892 134 103 70 50 2758 2738 361 337 299 274 246 180 66 158 136 108 74 2377 51
is_linear=0
shrinkage=0.1


Tree=1238
num_leaves=31
num_cat=0
split_feature=402 1212 3 1212 1201 1211 1212 403 2 1210 1209 52 12 42 1210 400 1203 393 15 398 399 16 131 15 131 43 3 131 402 15
split_gain=0.0016148 0.00184219 0.00841833 0.00363425 0.00325901 0.00422814 0.00386071 0.00264827 0.00992484 0.00662042 0.00276418 0.00716781 0.00471474 0.00885686 0.00375793 0.00309827 0.0123834 0.0076746 0.00537231 0.00471952 0.00782076 0.00405418 0.00287235 0.0110712 0.0052185 0.00801034 0.01028 0.00421599 0.00438648 0.00567021
threshold=0.31278000000000006 0.12799000000000002 -0.07793499999999999 0.11579500000000002 -0.08151499999999999 0.11048500000000001 0.10654500000000001 -0.5492149999999999 0.083935000000000023 -0.14310999999999999 0.087170000000000011 0.088185000000000013 0.096075000000000008 0.085010000000000016 -0.08126499999999999 -0.082934999999999995 0.087520000000000014 0.10938000000000002 0.084655000000000022 0.10586000000000002 0.090310000000000015 -0.087874999999999981 0.11863000000000001 0.087825000000000014 0.10488000000000001 -0.070064999999999975 -0.085709999999999995 0.099565000000000015 -0.43418999999999991 0.12044500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 8 -6 -9 14 12 13 -12 -11 16 18 19 21 20 22 -16 24 -24 27 26 -26 28 -17 -30
right_child=-2 2 -4 -5 5 -7 -8 9 -10 10 11 -13 -14 -15 15 17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0010799226242982384 0.00087394548491353087 0.00046936087310314181 -0.0020387997445852862 0.0011384638111589342 -0.00073643263388911023 0.0012990076108835638 -0.0012701199993898626 -0.0017778285249646399 0.0021705415290246793 -0.0010751908888447692 0.00064279352017264412 0.0018139695550780746 0.0012200998098012947 -0.0020601985801476986 -0.00031036989752291928 -0.0014384879819339231 0.0027694459841586649 -0.001839774034084732 -0.0011565462280823677 0.0013101880749066671 -0.0016810106563622997 0.0016790146515995733 0.00081118306314403366 -0.0023266438728846285 0.0014799521980771366 0.0021718480369600003 -0.0013321054427741239 -0.0013314302642053613 -2.0080000717905123e-05 0.00072464989461537858
leaf_weight=28 21 32 23 28 23 25 24 21 24 33 27 30 21 22 21 21 20 23 27 27 28 20 22 23 26 28 26 24 2296 107
leaf_count=28 21 32 23 28 23 25 24 21 24 33 27 30 21 22 21 21 20 23 27 27 28 20 22 23 26 28 26 24 2296 107
internal_value=0 -5.92028e-06 -0.000579506 4.44006e-06 -6.08452e-06 3.97485e-06 -6.94816e-06 3.36344e-06 0.00074798 -8.73368e-06 4.20191e-06 0.000520722 -3.35264e-05 -0.000570795 -1.44316e-05 -1.65136e-06 0.000582099 -2.1029e-05 -6.12386e-05 -5.11148e-06 -1.87651e-05 0.000660062 -6.76152e-07 -0.000792595 1.34205e-05 0.000808197 7.39234e-05 -1.25526e-05 5.05614e-07 1.30811e-05
internal_weight=0 3100 55 3045 3017 2989 2964 2940 47 2893 2872 100 70 49 2772 2739 88 2651 68 2628 2601 41 2573 45 2528 80 52 2448 2424 2403
internal_count=3121 3100 55 3045 3017 2989 2964 2940 47 2893 2872 100 70 49 2772 2739 88 2651 68 2628 2601 41 2573 45 2528 80 52 2448 2424 2403
is_linear=0
shrinkage=0.1


Tree=1239
num_leaves=31
num_cat=0
split_feature=132 0 13 43 16 4 1203 4 390 2 399 399 393 1186 43 1185 133 33 120 12 39 124 1 33 9 9 34 2 13 11
split_gain=0.00167913 0.00515653 0.00994032 0.00738394 0.00811505 0.00527816 0.00596853 0.00934794 0.00331942 0.0063931 0.00276644 0.00400607 0.00375295 0.00260035 0.00940463 0.00296725 0.00377638 0.00276713 0.00281463 0.00419669 0.00382688 0.00265433 0.00994975 0.00347561 0.00516537 0.00471719 0.00474899 0.00434211 0.0319673 0.00264246
threshold=-0.084389999999999979 -0.072269999999999987 0.056795000000000005 0.51084000000000007 -0.07550999999999998 -0.085034999999999986 0.084545000000000009 -0.067104999999999984 0.087590000000000015 0.086100000000000024 0.091580000000000009 0.08832000000000001 0.096070000000000003 0.057025000000000006 -0.012164999999999999 0.085905000000000009 -0.0054649999999999985 -0.018454999999999996 0.088020000000000015 0.22926500000000002 0.13507500000000003 -0.087984999999999994 0.10538500000000002 0.085305000000000006 -0.085744999999999988 0.092235000000000011 -0.083494999999999986 -0.0091949999999999983 -0.0072999999999999992 0.096435000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 10 -10 11 12 13 15 -15 17 -17 -2 19 20 21 22 -19 24 -23 26 -26 28 -28 -29
right_child=8 -3 -4 -5 -6 6 -8 -9 9 -11 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.00044521526627553005 0.0011128551877019081 -0.0014652665802127414 0.001737338999345621 -0.0021699335955781864 0.0014351227700158402 -0.0031113864998231927 0.00035452786039968492 -0.00015532615943811834 0.0022017872147262097 -0.00021902670559938999 0.0008772574243873047 -0.0014151902339654045 0.0013700830769084859 0.00048055599909275771 -0.0020799351927752677 0.0016340728253126146 -0.00020949444529833272 -0.00039206635961873518 -0.00097642360371537514 0.0013730639337816023 -0.0013583894602821342 -0.0013300175529679862 0.0023923641523911753 -0.00095449563247175561 0.00153199134307215 0.0012802762284489543 0.0017784312251023949 -1.1526612076503374e-05 -0.0038755330373533071 0.00081841182023382336
leaf_weight=36 22 31 26 20 27 23 20 20 20 24 36 20 20 32 26 25 20 33 30 22 21 29 21 39 20 29 20 2350 20 39
leaf_count=36 22 31 26 20 27 23 20 20 20 24 36 20 20 32 26 25 20 33 30 22 21 29 21 39 20 29 20 2350 20 39
internal_value=0 -0.000278093 -6.41259e-05 -0.000384935 -0.000101602 -0.000520708 -0.00107266 -0.00173647 1.93464e-05 0.000881343 6.14955e-06 -4.90044e-06 5.10871e-06 -4.64808e-06 -0.00066725 9.37781e-06 0.00081471 -4.06929e-06 -1.32621e-05 -2.32949e-06 -1.38742e-05 -3.01464e-06 0.000690768 -1.77296e-05 -3.15683e-06 1.23714e-05 -2.64258e-06 -1.52785e-05 -0.00104855 2.02199e-06
internal_weight=0 203 172 146 126 99 63 43 2918 44 2874 2838 2818 2798 58 2740 45 2695 2673 2643 2621 2600 54 2546 2507 2478 2449 2429 40 2389
internal_count=3121 203 172 146 126 99 63 43 2918 44 2874 2838 2818 2798 58 2740 45 2695 2673 2643 2621 2600 54 2546 2507 2478 2449 2429 40 2389
is_linear=0
shrinkage=0.1


Tree=1240
num_leaves=31
num_cat=0
split_feature=12 130 12 15 46 0 403 403 4 1210 1209 401 401 43 401 2 1213 1212 1212 1210 1210 42 42 403 0 42 133 13 133 2
split_gain=0.00181516 0.00390486 0.00290177 0.00696308 0.00413904 0.00235956 0.00211289 0.00916688 0.00900149 0.0139428 0.00303109 0.00218738 0.00662504 0.00504634 0.00308776 0.00616931 0.00456767 0.00402907 0.00380799 0.00501221 0.00366479 0.0037422 0.00779922 0.00668716 0.00628506 0.00944549 0.0166352 0.0120992 0.00789131 0.00966857
threshold=0.23631000000000002 -0.22562499999999999 0.12757000000000002 -0.068899999999999975 -0.043074999999999995 -0.046359999999999991 -0.53960999999999981 -0.53101999999999994 -0.081839999999999982 -0.053799999999999994 -0.092099999999999987 0.11655000000000001 0.11186000000000001 -0.0090299999999999981 0.097145000000000023 0.080205000000000012 -0.50340999999999991 -0.14780999999999997 -0.089079999999999979 -0.095909999999999981 -0.083289999999999989 0.097640000000000018 0.096610000000000015 0.03138500000000001 -0.082009999999999986 0.10306000000000001 0.039215000000000007 -0.051094999999999995 -0.11008499999999999 0.097070000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 8 -8 -6 -10 -9 12 14 -13 16 -16 -12 -18 -19 -20 -21 22 -22 24 28 26 -26 -27 -23 -30
right_child=-2 2 3 5 6 -7 7 10 9 -11 11 13 -14 -15 15 -17 17 18 19 20 21 23 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.0012512953267432752 -0.00088509019848931098 0.0012667628533493441 -0.0021620119677945265 -0.00071796662872657179 -0.00068701502933566066 0.00078280281966065313 -0.0018835886079334439 0.0011216810288412185 0.0033248117060533594 -0.00023910226097897345 0.0015149608213687318 0.00031976374410723729 0.0018198053759988398 -0.0014704418481414905 0.0005211621304042637 -0.0015015166918410138 -0.0011742127525363247 0.0011127427480988122 -0.0015408305074310019 0.0012670086453790252 -2.3345713623598786e-05 0.00093836786885124947 -0.0018354566127527505 0.0021100100444164127 -8.5775867464016537e-05 0.00050381167135676104 0.0034581393504385448 -0.0021298542227928658 -0.002664724763017148 8.9564677686072324e-05
leaf_weight=25 23 26 21 20 35 22 26 24 21 23 20 31 20 32 25 38 29 31 21 23 2289 24 24 20 27 103 26 21 25 26
leaf_count=25 23 26 21 20 35 22 26 24 21 23 20 31 20 32 25 38 29 31 21 23 2289 24 24 20 27 103 26 21 25 26
internal_value=0 6.57102e-06 -3.55527e-06 -0.000675237 1.05032e-05 6.81507e-05 -4.42783e-07 -1.43193e-05 0.000509825 0.00146186 2.56196e-06 -6.8457e-06 6.30265e-06 -0.000589547 -6.78179e-06 -0.000698866 9.3132e-06 -1.88537e-06 1.08956e-05 -2.09685e-06 1.02933e-05 -8.88343e-07 -4.21484e-05 0.000349974 0.000210289 0.000535375 0.00165275 5.77876e-05 -0.000556915 -0.00126058
internal_weight=0 3098 3073 63 3010 42 2984 2905 79 44 2879 2855 2792 63 2772 63 2709 2689 2660 2629 2608 2585 2313 272 252 177 53 124 75 51
internal_count=3121 3098 3073 63 3010 42 2984 2905 79 44 2879 2855 2792 63 2772 63 2709 2689 2660 2629 2608 2585 2313 272 252 177 53 124 75 51
is_linear=0
shrinkage=0.1


Tree=1241
num_leaves=31
num_cat=0
split_feature=45 130 42 1205 401 401 401 1209 1208 15 15 132 402 15 1213 13 13 13 13 403 484 3 2 3 132 12 12 16 1446 1
split_gain=0.00188764 0.00180952 0.0056063 0.0038749 0.00178396 0.00270781 0.00235359 0.00495344 0.00280511 0.00257731 0.00805298 0.00550693 0.00559288 0.00978778 0.00690481 0.040057 0.0154432 0.0122824 0.0381094 0.0193608 0.0104829 0.00964488 0.00726458 0.0206781 0.00706444 0.0117666 0.025217 0.0179695 0.0126554 0.00790643
threshold=-0.067109999999999989 -0.23647499999999996 0.15665000000000004 0.09993500000000001 0.13729500000000003 0.13148500000000005 0.11769000000000002 -0.093169999999999989 0.11531000000000001 0.085935000000000025 0.086355000000000015 0.13831000000000002 0.11353000000000001 0.089295000000000013 0.04198000000000001 -0.083894999999999983 -0.067149999999999987 -0.085384999999999975 -0.088464999999999988 -0.54856499999999986 0.11650000000000001 -0.083924999999999986 0.095545000000000005 -0.080484999999999987 1.0000000180025095e-35 0.09141500000000001 0.090455000000000021 -0.07550999999999998 0.088360000000000008 0.094220000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 9 -9 -11 12 14 -14 17 -16 -17 18 -12 -19 22 -18 24 -24 25 26 27 -21 -29 -27
right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 11 -13 13 -15 15 16 21 19 -20 20 -22 -23 23 -25 -26 29 -28 28 -30 -31
leaf_value=-0.00094489565207844697 -0.00094171437900513421 -0.0015654483690377677 0.0016408892370583046 -0.0013859855919145048 0.00086925623278754456 -0.0011278968380966467 0.0009241372809550999 -3.3047005983785913e-05 -0.0010630525740756033 0.0017597172921898986 0.00010284448265715249 -0.0014087337499443927 0.0027382271988740702 -0.00031838543480262166 -0.0043221916482054992 0.0025467915057864349 0.00098644842422800148 -0.0029708697904078738 0.0044343683368491911 -0.00094315452583638645 -0.0019415419216586641 -0.0020161942998959642 -0.0032048664838922299 0.0002925260940547522 0.0020580175014821671 0.0014788138405347128 -0.0031112054219612712 0.002875341524850228 0.00010460123748463743 -0.00011731498984671716
leaf_weight=21 20 20 21 20 24 21 28 2165 24 31 82 23 22 20 23 24 20 21 27 60 23 23 22 73 26 100 26 32 34 45
leaf_count=21 20 20 21 20 24 21 28 2165 24 31 82 23 22 20 23 24 20 21 27 60 23 23 22 73 26 100 26 32 34 45
internal_value=0 6.4009e-06 1.25575e-05 1.37902e-06 1.05094e-05 3.67362e-06 1.16105e-05 2.99594e-06 1.36439e-05 2.24874e-05 0.000181314 0.000113917 0.000163733 0.0012827 9.26344e-05 -0.000721455 0.000514619 0.00022095 0.00117579 -4.32676e-06 0.000136937 -0.000619616 0.000251303 -0.000517396 0.000477391 0.00033902 -0.000275745 0.00030935 0.00144799 0.000983464
internal_weight=0 3100 3080 3059 3039 3015 2994 2966 2946 2922 757 726 703 42 661 90 67 571 109 462 441 43 418 95 323 297 152 126 66 145
internal_count=3121 3100 3080 3059 3039 3015 2994 2966 2946 2922 757 726 703 42 661 90 67 571 109 462 441 43 418 95 323 297 152 126 66 145
is_linear=0
shrinkage=0.1


Tree=1242
num_leaves=31
num_cat=0
split_feature=9 105 8 33 10 10 10 39 2 43 4 1 47 47 48 15 49 49 456 456 0 0 457 457 457 151 3 1375 1375 151
split_gain=0.00168805 0.00179586 0.00222858 0.0024917 0.00227205 0.00799322 0.00741711 0.0126988 0.00305568 0.0127077 0.00307107 0.00302594 0.00273727 0.00303178 0.00288447 0.00736956 0.00469686 0.00532243 0.00254136 0.00591879 0.00540118 0.00701794 0.00310639 0.00669108 0.00823284 0.0040549 0.0310084 0.00421756 0.00479443 0.00370659
threshold=0.10860500000000002 0.082105000000000011 0.089545000000000013 -0.012019999999999998 -0.089679999999999982 -0.38124499999999995 -0.0097449999999999985 0.086670000000000011 -0.0091949999999999983 -0.081154999999999991 0.53859500000000016 0.15799000000000005 0.13975500000000002 0.13283000000000003 0.12474000000000002 -0.089964999999999976 0.26982 0.15266500000000002 0.091255000000000017 0.088285000000000016 -0.085384999999999975 -0.090314999999999993 0.11612500000000002 0.098180000000000003 0.09228500000000002 -0.10142999999999999 -0.086224999999999982 0.090225000000000014 0.084315000000000015 0.26665000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -6 9 -8 11 12 13 14 16 -16 17 18 19 22 21 -20 23 24 25 26 -10 28 29 -27
right_child=-2 -3 -4 4 6 -7 8 -9 10 -11 -12 -13 -14 -15 15 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0011193722230382263 -0.00085353756768871919 0.00095086403773166246 0.0010268377605825664 0.00033582481734741195 0.0029907459371977235 -0.0019024770716862772 0.00080797578307933039 -0.00049085689068306237 0.0020348012680187822 -0.0021541758657743536 0.00089030100711030315 -0.0011991014626498023 0.0010474751734291204 -0.0011728607789502183 0.0020028302893042565 -0.00024514913642113763 -0.0013218284918736943 0.0014275376021172495 -0.0011607585205638316 0.0012287068956842026 -0.0017837771549820899 0.0012837088517540984 0.00098226347641508656 -0.0018024465534836054 0.0016651300134416772 4.2220924245683746e-06 -0.0031602745280704565 0.0013992268192980972 -0.0012399654066030054 -0.0013302802036161581
leaf_weight=20 23 20 21 39 22 27 28 20 20 30 39 21 25 22 25 35 27 26 24 39 25 23 31 21 29 2338 27 21 32 21
leaf_count=20 23 20 21 39 22 27 28 20 20 30 39 21 25 22 25 35 27 26 24 39 25 23 31 21 29 2338 27 21 32 21
internal_value=0 6.33679e-06 1.99513e-07 -6.85296e-06 4.73478e-07 -0.000579844 1.33651e-05 0.00133284 -5.55535e-06 -0.000724172 8.96216e-06 -3.17493e-06 5.75942e-06 -3.58835e-06 5.71845e-06 0.000691509 -9.49879e-06 3.73725e-06 -1.02268e-05 6.1326e-06 -0.000596213 3.54702e-05 -1.26392e-05 -2.49317e-05 -9.92861e-06 -2.96833e-05 -0.000949604 -1.17578e-05 -2.41504e-05 -7.65775e-06
internal_weight=0 3098 3078 3057 3037 66 2971 42 2929 58 2871 2832 2811 2786 2764 60 2704 2677 2651 2579 72 47 2540 2509 2488 2459 47 2412 2391 2359
internal_count=3121 3098 3078 3057 3037 66 2971 42 2929 58 2871 2832 2811 2786 2764 60 2704 2677 2651 2579 72 47 2540 2509 2488 2459 47 2412 2391 2359
is_linear=0
shrinkage=0.1


Tree=1243
num_leaves=31
num_cat=0
split_feature=12 120 33 11 2 10 10 4 1 46 481 31 43 40 132 132 0 394 12 49 43 448 475 3 4 16 2 16 2 16
split_gain=0.00154944 0.00336237 0.00308395 0.00208835 0.00482843 0.00684909 0.00644906 0.0172552 0.00369203 0.00424785 0.00299336 0.0020989 0.00866956 0.00242541 0.00231798 0.0123281 0.0162773 0.0148673 0.00498687 0.00980441 0.00627734 0.00320133 0.00906949 0.00563463 0.00753961 0.00452475 0.00907609 0.00658055 0.00398521 0.0112097
threshold=0.23631000000000002 0.091385000000000008 -0.012019999999999998 -1.0000000180025095e-35 0.31358000000000003 -0.094984999999999986 -0.0097449999999999985 0.053180000000000012 0.15799000000000005 0.096120000000000011 0.15658500000000003 -1.0000000180025095e-35 -0.083879999999999996 0.10611000000000002 -0.086059999999999984 -0.083284999999999984 -0.086234999999999992 0.12358500000000001 0.10866500000000003 0.09567500000000001 0.40735000000000005 -1.0000000180025095e-35 -0.080004999999999979 -0.088494999999999976 0.11275500000000001 -0.5435399999999998 0.10045500000000002 -0.52595999999999987 -1.0000000180025095e-35 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -7 9 10 11 12 -8 14 18 16 -16 21 20 -20 -13 22 -17 -24 -25 26 -23 -27 29 -29
right_child=-2 -3 3 4 -6 6 8 -9 -10 -11 -12 13 -14 -15 15 17 -18 -19 19 -21 -22 25 23 24 -26 27 -28 28 -30 -31
leaf_value=-0.0010671701368496374 -0.00081774456041824569 0.0011851107420322174 -0.00092284020308094721 -0.001369111769923216 0.0013705478806514293 -0.00058757224566458423 0.0007597612496465445 0.0033895238468539903 -0.0013207124834783222 0.0012584663824074798 -0.0012208424764685334 -0.00024718664433748928 -0.0021846497361548245 0.00092686183614142505 -0.00019317152383293781 0.001332952334944691 0.0037930214410880586 -0.0027123431375366638 0.0014163105331438906 -0.0013025517797186264 -0.0018692055816406058 -0.00022895317524671555 1.3929469313359622e-05 -0.0027961618939621583 -0.00030226119666952979 -0.001352125927566222 0.0026291025345562958 0.0027127631707116965 3.2021275077281134e-05 -0.000635329254437238
leaf_weight=27 23 24 24 36 26 24 20 20 21 27 20 80 20 29 21 21 20 20 36 21 34 25 33 27 22 34 20 20 2326 20
leaf_count=27 23 24 24 36 26 24 20 20 21 27 20 80 20 29 21 21 20 20 36 21 34 25 33 27 22 34 20 20 2326 20
internal_value=0 6.07107e-06 -3.13419e-06 6.29442e-06 1.36709e-05 1.89957e-06 1.85684e-05 0.0012202 4.43023e-07 1.00232e-05 -1.7258e-06 6.8324e-06 -0.000712444 1.70749e-05 7.58428e-06 3.09615e-05 0.00175131 3.49486e-06 -0.00034909 0.000414624 -0.000730947 2.48123e-05 -0.000521305 -0.000996176 -0.00167645 4.78184e-05 0.00104129 2.91908e-05 4.90406e-05 0.00103872
internal_weight=0 3098 3074 3047 3023 2997 2961 44 2917 2896 2869 2849 40 2809 2780 2609 41 2568 171 57 114 2548 103 82 49 2445 45 2400 2366 40
internal_count=3121 3098 3074 3047 3023 2997 2961 44 2917 2896 2869 2849 40 2809 2780 2609 41 2568 171 57 114 2548 103 82 49 2445 45 2400 2366 40
is_linear=0
shrinkage=0.1


Tree=1244
num_leaves=31
num_cat=0
split_feature=33 9 3 34 34 33 9 3 16 45 120 1 1 39 1 40 39 3 12 3 4 16 51 52 0 16 16 4 2 4
split_gain=0.00159568 0.00220574 0.00788712 0.00201426 0.00390865 0.00500965 0.00275481 0.00231104 0.00431077 0.0041007 0.00265584 0.00465817 0.00384589 0.00858387 0.00659303 0.00343943 0.00878318 0.00422979 0.00902616 0.0445249 0.00645938 0.00647112 0.00635294 0.0122338 0.0105309 0.00811926 0.0207126 0.0164041 0.0170516 0.0110285
threshold=-0.018454999999999996 0.091905000000000014 -0.13309499999999996 -0.097449999999999981 -0.084564999999999987 0.078905000000000017 -0.036024999999999995 0.40411000000000002 -0.11676499999999999 0.094030000000000016 0.086165000000000019 0.15170500000000001 0.12811000000000003 0.10076500000000001 0.12408500000000001 -0.08440499999999998 0.085815000000000016 -0.042499999999999989 0.082850000000000021 -0.086049999999999988 -0.086849999999999997 -0.014754999999999999 0.092545000000000016 -0.080114999999999978 -0.14001499999999997 -0.095964999999999981 -0.085589999999999986 0.053180000000000012 0.083935000000000023 0.042705000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 9 -9 10 11 12 14 -14 15 16 -8 18 19 20 21 -17 25 -24 -25 29 -27 28 -28 -19
right_child=1 2 -4 4 5 -7 7 8 -10 -11 -12 -13 13 -15 -16 17 -18 22 -20 -21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.00079571327846497295 0.0010049685009289534 0.00085986988242006028 -0.0016342224567779341 -0.0011997006048827812 -0.00085996565648128055 0.0014790571183371157 0.00054004431661704318 0.0016383900090962318 -0.00029954652047970082 -0.0012071724581931319 -0.0011394080030731858 0.0015377480105962604 -7.169344874455419e-05 -0.0021632172279238988 0.0017942887398281267 0.00018878816415301779 -0.0022235666249838214 -0.0021741435590559954 2.4244740677467191e-05 -0.0050510643693130646 0.0005870687611984896 -0.0022965653799474242 -0.0025718210891465705 0.0014530417589412538 -0.0012861683913506568 0.0038426105819997338 -0.0022660465445369484 0.0025233892610413023 0.00055619338015990471 0.00026792472977078813
leaf_weight=25 20 21 32 27 37 23 23 24 22 28 20 20 80 26 21 22 23 22 2073 21 67 20 21 32 25 21 25 35 149 116
leaf_count=25 20 21 32 27 37 23 23 24 22 28 20 20 80 26 21 22 23 22 2073 21 67 20 21 32 25 21 25 35 149 116
internal_value=0 -6.42534e-06 -0.000645997 4.7141e-06 -1.90353e-06 8.89104e-06 -2.4826e-06 8.32356e-06 0.000711551 -2.86968e-06 8.91246e-06 1.69935e-05 6.21568e-06 -0.000584709 2.92783e-05 1.55249e-05 -0.000841761 3.04117e-05 -2.64446e-05 -0.000834744 -2.24253e-05 -0.000994714 0.000311251 -0.000508527 0.000251634 0.000485009 0.000848848 0.00054804 0.000150699 -0.000121391
internal_weight=0 3096 53 3043 3023 2996 2973 2936 46 2890 2862 2842 2822 106 2716 2695 46 2649 2203 130 109 42 446 78 57 368 230 209 174 138
internal_count=3121 3096 53 3043 3023 2996 2973 2936 46 2890 2862 2842 2822 106 2716 2695 46 2649 2203 130 109 42 446 78 57 368 230 209 174 138
is_linear=0
shrinkage=0.1


Tree=1245
num_leaves=31
num_cat=0
split_feature=1375 457 457 457 1 0 51 1 1 2 133 33 0 2 39 15 3 1 1 49 131 1 49 151 12 16 3 9 96 3
split_gain=0.0016354 0.00337267 0.00227295 0.00301973 0.00573155 0.00246526 0.0078513 0.00731235 0.0292083 0.0156789 0.00740302 0.00630559 0.00605376 0.0121217 0.00632562 0.0116561 0.0114977 0.0221269 0.00822439 0.00507236 0.00490446 0.00463134 0.00441554 0.00410205 0.00392228 0.00842014 0.0040245 0.00366666 0.013425 0.00451396
threshold=-0.4078199999999999 0.12766500000000003 0.10487 0.091945000000000013 0.10439500000000002 -0.10224499999999999 0.11984500000000002 0.089625000000000024 0.09202500000000001 0.080205000000000012 0.092845000000000011 -1.0000000180025095e-35 -0.21861499999999998 0.11548000000000001 0.085330000000000003 -0.015039999999999998 -0.014944999999999998 0.11181500000000001 0.12500000000000003 -0.23803499999999997 0.077555000000000027 0.10797500000000002 -0.054319999999999993 -1.0000000180025095e-35 -0.029094999999999999 -0.16075999999999999 -0.070649999999999977 -1.0000000180025095e-35 0.083725000000000008 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 9 -9 -2 20 -7 13 -10 15 16 21 -18 -16 -13 22 -14 -11 -24 -25 -26 -27 28 -21 -29
right_child=1 -3 -4 4 -6 11 -8 8 12 10 -12 19 14 -15 18 -17 17 -19 -20 27 -22 -23 23 24 25 26 -28 29 -30 -31
leaf_value=-0.00074745558105922987 0.0027197202589983745 0.0011197685393670798 -0.00093380987124804134 0.0015416888097260037 -0.00055951546278915239 0.0013865132679176681 -0.0019703448992610599 -0.0041428789857309318 -0.0027094826996326448 0.0011042289507214821 -0.0015943273796001451 0.0015625083996426493 -0.001418038872361649 0.00054949873481832797 -0.0016890395518156512 -0.0014439229556391466 0.0043043648419413896 0.00052456158544805093 0.00080515612498857083 -0.0026339836379823587 0.0015729685653544342 0.00050835855520115446 -0.001435384859138614 -0.0012097512953914702 0.0014658577729720935 -0.0015818246396347173 0.00033291028439239398 -1.9926497929746118e-06 0.00025279985465185374 0.00078665679844561968
leaf_weight=29 24 27 26 34 21 34 24 20 25 31 25 21 24 21 39 29 21 59 20 24 24 26 23 20 37 21 23 2245 49 75
leaf_count=29 24 27 26 34 21 34 24 20 25 31 25 21 24 21 39 29 21 59 20 24 24 26 23 20 37 21 23 2245 49 75
internal_value=0 7.01043e-06 -2.79201e-06 5.17326e-06 0.000739411 -8.35994e-06 -0.000202607 -0.000119745 -0.000458356 0.000302035 1.76012e-05 3.41714e-05 -0.000179226 -0.00122169 4.07431e-05 0.000368877 0.000773271 0.00151676 -0.000843549 1.51243e-05 0.000242731 -0.000416312 3.67586e-05 -0.000230109 4.43597e-05 0.000354017 -0.00058094 1.54507e-06 -0.00069628 2.35025e-05
internal_weight=0 3092 3065 3039 55 2984 536 512 284 228 204 2448 264 46 218 159 130 80 59 2414 179 50 155 124 101 81 44 2393 73 2320
internal_count=3121 3092 3065 3039 55 2984 536 512 284 228 204 2448 264 46 218 159 130 80 59 2414 179 50 155 124 101 81 44 2393 73 2320
is_linear=0
shrinkage=0.1


Tree=1246
num_leaves=31
num_cat=0
split_feature=33 2 0 3 48 295 97 31 120 40 1204 132 133 43 15 400 16 4 4 2 133 43 1446 2 2 49 16 1 16 16
split_gain=0.00152259 0.00171431 0.00843581 0.00617887 0.00881082 0.00288475 0.0025305 0.00355924 0.00203665 0.00365351 0.00191214 0.00391643 0.00280907 0.00413141 0.0043316 0.0029993 0.00324348 0.00796002 0.00718576 0.0158665 0.00622367 0.00750778 0.00568429 0.00551341 0.00890809 0.0125004 0.00994317 0.00606888 0.0101036 0.00690672
threshold=-0.012019999999999998 -0.033169999999999991 -0.087319999999999995 -0.14847999999999997 0.085700000000000012 0.084575000000000011 -0.085969999999999977 -1.0000000180025095e-35 0.093680000000000013 -0.24134999999999998 0.057120000000000011 -0.43176999999999993 -0.54084999999999994 0.31463000000000002 -0.07490999999999999 -0.096814999999999984 -0.18708499999999997 0.022185000000000003 0.076415000000000025 0.097845000000000015 -0.13941499999999998 -0.11278499999999998 -0.09143999999999998 0.10803500000000001 0.10097500000000002 -0.0043999999999999985 -0.51370499999999997 0.10956 -0.50690499999999983 -0.43320999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -3 -8 9 -9 11 -11 -13 15 -15 -14 17 -17 22 -20 -19 -22 -18 24 25 -23 -27 -25 -29 -30
right_child=1 5 3 4 -6 -7 7 8 -10 10 -12 12 13 14 -16 16 18 20 19 -21 21 23 -24 27 -26 26 -28 28 29 -31
leaf_value=-0.00073409934494910508 0.0016534319989861817 0.001121196830063127 0.0011791481208764827 -0.0017674582503626451 0.00083773823765416955 -0.0012048690486699343 -0.0013046703523113615 0.0013233723318470377 -0.00095664546824991703 0.0010586526481035565 -0.00085412860185337758 0.00094093827928806977 -0.00093384857275797162 -0.0020625139673938974 -0.00010501583176217256 -0.0022126404359005393 -0.0016268522500814426 -0.0015536496305340452 0.0029326166332423412 0.00021193574978567019 -0.0015161611439058714 -0.001473689457816363 2.6183666684378361e-05 -0.0011858294803990552 0.0019660412906281027 -0.00061599533840886911 0.0021456825993709573 0.0012722536145399015 -0.002232654858380556 0.00021916241212575525
leaf_weight=28 36 20 23 34 21 20 21 21 22 35 26 31 34 20 26 20 21 29 27 104 30 32 2210 48 36 22 32 45 20 27
leaf_count=28 36 20 23 34 21 20 21 21 22 35 26 31 34 20 26 20 21 29 27 104 30 32 2210 48 36 22 32 45 20 27
internal_value=0 6.64558e-06 0.000387218 -0.000197188 -0.000772747 -7.91813e-06 1.72108e-07 -7.45651e-06 1.87917e-06 9.16078e-06 -4.38682e-07 7.3521e-06 -5.72378e-06 -1.62687e-05 -0.000956102 -4.73184e-07 1.12674e-05 -0.000277033 5.28891e-05 0.000772687 -0.000156434 -1.76698e-05 1.06239e-05 0.000153913 0.000645323 9.24638e-05 0.00102055 -0.000274315 0.000201258 -0.000824164
internal_weight=0 3093 114 78 55 2979 2959 2939 2918 2896 2875 2849 2814 2783 46 2737 2703 341 2362 131 321 292 2231 262 122 86 54 140 92 47
internal_count=3121 3093 114 78 55 2979 2959 2939 2918 2896 2875 2849 2814 2783 46 2737 2703 341 2362 131 321 292 2231 262 122 86 54 140 92 47
is_linear=0
shrinkage=0.1


Tree=1247
num_leaves=31
num_cat=0
split_feature=375 132 132 132 132 16 1185 0 2 3 52 1429 156 1428 473 158 1452 2 0 1429 2 130 16 1208 1210 484 403 13 0 484
split_gain=0.00164496 0.00186551 0.00319708 0.00241507 0.00987559 0.0146775 0.0123695 0.00315124 0.00626973 0.0042636 0.00253303 0.00203726 0.00387166 0.00362852 0.00255074 0.00231526 0.00298125 0.00274025 0.0207203 0.0111589 0.00938178 0.00802163 0.00841847 0.0081106 0.0264447 0.00839523 0.0311258 0.0195777 0.0206265 0.0074571
threshold=0.089550000000000018 -0.43443999999999999 -0.26631499999999991 -0.086059999999999984 -0.083284999999999984 -0.08595499999999999 -0.087384999999999977 -0.097024999999999986 0.089775000000000008 -0.089519999999999988 0.085175000000000015 -0.23752499999999996 0.16414500000000004 0.098365000000000022 0.077695000000000014 -0.47144999999999992 0.10669000000000002 0.08647500000000001 -0.17169499999999996 -0.072014999999999982 0.086825000000000013 0.091285000000000019 -0.087874999999999981 0.10233500000000001 -0.091799999999999979 -0.081614999999999979 -0.42113499999999993 -0.084319999999999992 -0.089964999999999976 -0.093244999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 -5 -6 -4 9 -9 -11 -8 13 14 15 -13 17 18 -17 -20 -19 22 -21 24 -24 27 -27 28 -26 -29
right_child=-2 2 3 4 6 -7 11 8 -10 10 -12 12 -14 -15 -16 16 -18 20 19 21 -22 -23 23 -25 25 26 -28 29 -30 -31
leaf_value=-0.00070983750455424252 -0.00090399769600480796 0.0010414965097637226 -0.0015273373563435269 -0.00037640173919498924 -0.0024788797399378382 0.0034088378568412738 -0.00098904527141712622 0.00051400554715655747 0.0012283772220025246 -0.0004528544543843184 -0.0019719063362176911 0.00077607802664622291 0.0011175173315677966 -0.0012982406797597097 0.00092322130897833457 0.0033222373343596702 -0.00099127325811423374 -0.0018545860015177008 0.0022526317387414371 0.00038784273386425767 -3.9402434460273719e-05 0.0020095554042200091 -0.0036853233812673188 0.0017676268520881425 -0.00037121504302258077 0.0028273940138104892 -0.00021348495621418019 -0.00079971750518390255 -0.0046063123412592262 0.0018983462452888491
leaf_weight=36 20 30 22 20 20 21 20 20 23 21 23 39 32 21 31 20 30 29 23 348 1569 20 22 20 23 36 518 21 23 20
leaf_count=36 20 30 22 20 20 21 20 20 23 21 23 39 32 21 31 20 30 29 23 348 1569 20 22 20 23 36 518 21 23 20
internal_value=0 5.83036e-06 1.42363e-05 4.08211e-06 2.12993e-05 0.00156238 -6.01707e-07 -0.000458096 -0.000187713 -0.00069662 -0.0012469 1.66987e-05 2.37689e-05 1.13267e-05 2.11766e-05 1.10486e-05 8.74989e-08 1.11354e-05 0.000133073 7.36844e-05 -7.23438e-05 2.60005e-05 -1.24778e-05 -0.000216448 -0.000276299 -0.000159297 -1.58827e-05 -0.00107253 -0.00248876 0.000516411
internal_weight=0 3101 3065 3035 2926 41 2885 109 87 64 44 2865 2845 2813 2792 2761 2722 2692 1094 1074 1598 1051 1031 683 663 641 554 87 46 41
internal_count=3121 3101 3065 3035 2926 41 2885 109 87 64 44 2865 2845 2813 2792 2761 2722 2692 1094 1074 1598 1051 1031 683 663 641 554 87 46 41
is_linear=0
shrinkage=0.1


Tree=1248
num_leaves=31
num_cat=0
split_feature=1210 1209 401 16 12 133 1208 43 1375 1371 482 43 4 43 4 42 42 129 51 51 34 2 43 43 0 4 1375 43 15 160
split_gain=0.00161553 0.00203782 0.00288734 0.00332435 0.00484655 0.00390366 0.00204952 0.00216573 0.0128999 0.0110458 0.0107658 0.0106456 0.0102282 0.00900857 0.00706749 0.0105089 0.014496 0.00941561 0.00850962 0.0112827 0.00798284 0.00698937 0.00632796 0.014433 0.00644213 0.0143134 0.00605696 0.00968865 0.0198352 0.0215046
threshold=-0.42132499999999995 -0.092099999999999987 0.10947000000000001 -0.08231999999999999 0.089210000000000025 -0.0089749999999999986 0.11531000000000001 -0.082389999999999977 -0.15308499999999997 1.0000000180025095e-35 0.098465000000000011 -0.08287499999999999 0.53859500000000016 -0.082144999999999982 -0.0043399999999999992 0.087745000000000004 0.084635000000000016 0.090180000000000024 0.10501000000000001 0.086310000000000012 -0.084769999999999984 0.10381000000000001 -0.095049999999999982 -0.088249999999999981 -0.067094999999999988 0.09173000000000002 -0.15308499999999997 -0.081154999999999991 -0.092489999999999989 -0.082179999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 -5 7 8 -3 10 11 12 14 -9 17 16 22 18 19 20 -10 -17 24 -24 25 -16 -15 28 -28 -30
right_child=1 2 3 5 -6 -7 -8 13 9 -11 -12 -13 -14 26 15 21 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.00080064785294234754 0.00085850123109089014 0.002387019239366055 -0.0001443355166841121 0.0005684828531229869 -0.0022927681233600845 -0.0010404752057365841 -0.00089742497657425708 -0.0020542993210256101 -0.0014926202683931307 -0.0019471563423464362 -0.0015149727728016474 0.0024524580365756438 0.0023966935556381944 -0.0012712442806284679 -0.0037471052436740138 0.0022499523783335463 -0.0033883022738154982 -0.0013166727463933914 -0.0011183858578613795 0.0027309102090922271 0.00050786174703611707 -0.00021649100801571171 0.0024463935999665411 -0.0012653427698585968 0.00028284846035682638 -8.9250436639818162e-05 -0.0013414215571095197 -3.9493943912011632e-05 0.0047626173554453999 0.00060703469983612503
leaf_weight=25 27 25 21 38 21 25 25 22 21 26 37 21 20 38 20 20 20 34 34 22 398 27 20 22 23 23 23 1990 20 33
leaf_count=25 27 25 21 38 21 25 25 22 21 26 37 21 20 38 20 20 20 34 34 22 398 27 20 22 23 23 23 1990 20 33
internal_value=0 -6.46518e-06 -1.40749e-05 -0.000529416 -0.00121855 -6.99926e-05 4.18117e-06 1.18505e-05 0.000150666 7.97159e-05 0.000148874 0.000233788 0.000167606 -4.12338e-05 0.000102428 -0.000445779 -0.000915352 0.000290908 0.000405977 0.000523501 0.000407599 0.000833059 -0.000457398 0.000502151 -0.00106802 -0.00179058 -2.01846e-05 2.82616e-06 0.00111094 0.00217518
internal_weight=0 3096 3069 105 42 63 2964 2939 813 788 762 725 704 2126 684 175 128 509 475 441 419 47 108 42 66 43 2104 2066 76 53
internal_count=3121 3096 3069 105 42 63 2964 2939 813 788 762 725 704 2126 684 175 128 509 475 441 419 47 108 42 66 43 2104 2066 76 53
is_linear=0
shrinkage=0.1


Tree=1249
num_leaves=31
num_cat=0
split_feature=130 42 1205 403 16 16 403 51 51 51 402 0 0 43 1 0 1 160 160 4 16 133 52 1375 1375 1375 484 1373 154 474
split_gain=0.00159092 0.00562171 0.00316418 0.00211578 0.00786724 0.0131612 0.00717708 0.00172603 0.0191908 0.0103369 0.00688194 0.00867599 0.0093499 0.00593632 0.00694419 0.0217424 0.0137073 0.00928787 0.00846514 0.00807228 0.00469335 0.00436058 0.00317915 0.01834 0.0173193 0.0142297 0.00931292 0.00784272 0.00595075 0.00566019
threshold=-0.23647499999999996 0.15665000000000004 0.09993500000000001 -0.53960999999999981 -0.080029999999999976 -0.074319999999999983 -0.53101999999999994 0.086310000000000012 0.078435000000000019 0.035765000000000012 0.091530000000000014 0.062580000000000011 1.0000000180025095e-35 -0.11008499999999999 0.087325000000000014 -0.10224499999999999 0.096575000000000008 0.043720000000000009 0.085755000000000012 0.010840000000000001 -0.083134999999999987 0.084760000000000016 -0.020999999999999994 -0.15308499999999997 -0.090674999999999992 -0.15308499999999997 -0.096419999999999992 0.078175000000000008 0.084190000000000001 0.088290000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 8 9 22 11 12 13 -9 15 -15 -16 21 19 20 -18 -17 25 -24 -25 -8 -26 28 29 -27
right_child=1 -3 -4 6 5 -7 7 10 -10 -11 -12 -13 -14 14 16 17 18 -19 -20 -21 -22 -23 23 24 26 27 -28 -29 -30 -31
leaf_value=-0.00088902348652482039 0.0020242833435380209 0.0016363403327496991 -0.0012591060437262059 -0.001664914568279458 -0.0021919859666377308 0.0010237527769225252 -0.0027422992403790844 0.0012914456113247907 -0.0023198570706881583 0.0022698834748007359 0.0017999107954092325 0.0017554781096585995 -0.001908114065998234 -0.0033616839069113866 0.0023416238041439404 -0.00083482669683752192 2.3903793355982219e-05 0.0019561277996399443 -0.0016442928628888555 -0.00089907164025741315 0.0017208484971585375 0.00049779295191370156 0.0030775017407722771 -0.0028938429569825529 0.0015549189050145244 -0.00034731338696920692 2.8160726041249465e-05 0.0016379631916061046 0.0015414826723281294 0.00031870012769811889
leaf_weight=20 24 21 20 26 20 35 21 37 36 20 25 29 25 23 30 73 28 20 26 33 39 37 20 20 41 601 1564 25 20 162
leaf_count=20 24 21 20 26 20 35 21 37 36 20 25 29 25 23 30 73 28 20 26 33 39 37 20 20 41 601 1564 25 20 162
internal_value=0 5.73378e-06 -5.38399e-06 2.81027e-06 0.0005136 -0.000145607 -1.07263e-05 3.82835e-06 -2.74958e-05 5.59359e-06 0.000190299 8.96986e-05 -4.05106e-05 9.44319e-05 -4.88998e-05 -0.000527583 0.000420578 -2.6165e-05 -3.68141e-05 0.00038113 0.00101168 -0.000386582 -1.27111e-05 6.77618e-05 3.07189e-05 -0.000172395 6.7162e-05 -0.000105603 -0.000161272 -0.000205906
internal_weight=0 3101 3080 3060 79 55 2981 2955 2530 2494 425 400 371 346 309 153 156 130 126 100 67 110 2474 1645 1625 829 1605 808 783 763
internal_count=3121 3101 3080 3060 79 55 2981 2955 2530 2494 425 400 371 346 309 153 156 130 126 100 67 110 2474 1645 1625 829 1605 808 783 763
is_linear=0
shrinkage=0.1


Tree=1250
num_leaves=31
num_cat=0
split_feature=12 130 12 13 46 52 147 0 1456 1 2 42 160 1456 482 1455 3 1455 1452 16 1447 481 403 133 403 159 403 13 1447 2
split_gain=0.00181468 0.00357129 0.00279652 0.00655131 0.00565352 0.00371371 0.00227875 0.00424283 0.00220553 0.00895776 0.00596757 0.0160057 0.00926669 0.00503514 0.00428203 0.00959345 0.00569568 0.00367581 0.00488664 0.00355387 0.00336215 0.0166967 0.0124948 0.0250927 0.00868774 0.00763612 0.00622162 0.00438119 0.00386904 0.0133515
threshold=0.23631000000000002 -0.22562499999999999 0.12757000000000002 0.097995000000000013 -0.043074999999999995 0.016565000000000003 0.097985000000000017 -0.26609999999999995 -0.077944999999999987 0.096860000000000016 0.083995000000000014 0.086835000000000009 -0.44404499999999997 -0.066614999999999994 0.11562500000000002 -0.092609999999999984 -0.080734999999999987 0.10701500000000001 0.092465000000000006 -0.0060749999999999997 -0.085684999999999997 -0.086484999999999992 -0.54856499999999986 0.40431 -0.5335399999999999 -0.08569499999999998 -0.52800499999999995 -0.086804999999999979 -0.051529999999999992 0.084715000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 7 -6 9 10 11 -9 -12 -10 15 -14 19 18 20 -17 21 -15 23 -22 -24 27 -26 -23 29 -28
right_child=-2 2 3 -5 6 -7 -8 8 13 -11 12 -13 14 17 -16 16 -18 -19 -20 -21 22 25 24 -25 26 -27 28 -29 -30 -31
leaf_value=0.001196944086579606 -0.00088497373457674096 0.0014788992935791613 -0.00088175673686020591 -0.0021046456304334459 0.0014236137625716983 0.00099889911445123812 -0.00081609891974093296 0.00090272634684383356 -0.0015001957294652644 0.0022692764949862891 0.0022853434228719298 -0.0030059998969954906 -0.0020080893259981406 0.002627473121642002 0.0013573559023262491 0.0015629537971108222 -0.0009353555433335714 0.0012444796761923024 -0.0015823917440138759 -8.8100916896523415e-05 -0.004222078798782258 -0.0006973519200636517 0.0015822392027236194 0.00042549362853885843 -0.0017013859540218783 -0.0018552792602263037 0.0021248293144809495 0.0011859095410909504 -3.6851881923566609e-05 -0.00035232901573181155
leaf_weight=25 23 26 21 21 21 21 34 22 23 21 22 20 23 28 21 32 25 23 20 22 21 21 34 26 22 21 36 30 2361 55
leaf_count=25 23 26 21 21 21 21 34 22 23 21 22 20 23 28 21 32 25 23 20 22 21 21 34 26 22 21 36 30 2361 55
internal_value=0 6.57017e-06 -3.11397e-06 -0.000662501 1.06872e-05 5.85712e-05 -2.10558e-06 7.27604e-06 -2.87865e-06 0.000310977 9.10608e-05 -0.000958572 0.000395092 -2.68705e-05 5.69986e-05 -0.000210722 0.000312562 -1.43107e-05 -2.51339e-05 0.000890302 -1.34032e-05 0.000555413 -3.5666e-05 -0.00165108 -5.3931e-06 -0.000250388 -2.72118e-05 0.000410449 -1.21907e-05 0.000627646
internal_weight=0 3098 3073 63 3010 42 2984 2950 2929 208 187 42 145 2721 123 102 79 2698 2675 54 2655 100 2555 47 2508 72 2474 51 2452 91
internal_count=3121 3098 3073 63 3010 42 2984 2950 2929 208 187 42 145 2721 123 102 79 2698 2675 54 2655 100 2555 47 2508 72 2474 51 2452 91
is_linear=0
shrinkage=0.1


Tree=1251
num_leaves=31
num_cat=0
split_feature=1428 473 472 474 154 12 130 2 0 484 4 0 2 160 2 157 2 2 4 151 16 52 156 1446 1456 1420 1429 474 52 43
split_gain=0.00170127 0.00972977 0.00322335 0.00391202 0.00286688 0.00246963 0.00287141 0.00222254 0.0111167 0.0090785 0.00906285 0.00848542 0.00687711 0.0130749 0.00952158 0.00671197 0.00605916 0.00625915 0.0133718 0.00640028 0.00476967 0.0103394 0.0078403 0.00747929 0.00657277 0.00601278 0.00847835 0.00535399 0.00839557 0.00814971
threshold=-0.071779999999999997 -0.072684999999999986 -0.10116499999999999 0.11692000000000001 0.085530000000000009 0.23631000000000002 -0.22562499999999999 0.113445 0.10455500000000001 0.096935000000000007 0.62736500000000006 0.16094000000000003 0.10912000000000001 0.081905000000000019 0.10803500000000001 0.23903500000000003 0.11448000000000001 0.11682500000000001 0.024790000000000003 0.059255000000000009 0.15891500000000003 0.008405000000000001 -0.092624999999999985 0.10734500000000001 -0.083354999999999999 -0.072689999999999991 -0.026244999999999997 0.091180000000000011 -0.21968999999999997 -0.080084999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 11 9 10 16 12 14 -14 15 20 -9 18 -18 -19 22 24 -8 27 -22 -26 -27 28 -24 -29
right_child=1 2 3 -5 -6 -7 7 8 -10 -11 -12 -13 13 -15 -16 -17 17 19 -20 -21 21 -23 23 -25 25 26 -28 29 -30 -31
leaf_value=-0.00068346405330683209 0.0022064631158718838 -0.0010047590934846085 0.0010772496864665298 0.0013033863683433638 -0.001170090646337485 -0.0010782104495558002 -0.0018408710639712146 -0.0015178164841407645 -0.0024472873125757494 -0.0020282669278853778 0.0019421099128363575 0.0015848308302728192 0.00021235151357429391 0.003136217745195609 -0.0019183358674546562 0.0015178275293598338 -0.00066669137753627228 -0.00026294867623862932 0.0026743513736873867 0.0015834803710458802 0.0014718658240911152 -0.0023567327130585912 0.0014718086042770798 0.0014856721285872888 0.0010305928025795416 -0.0024346080714498057 -0.00033423122666698351 -0.0024204762152459647 2.5552624263591926e-05 0.00030144053109159522
leaf_weight=36 20 32 25 23 21 21 22 28 21 23 23 35 65 20 26 29 23 306 25 20 21 25 41 36 26 22 152 22 1910 22
leaf_count=36 20 32 25 23 21 21 22 28 21 23 23 35 65 20 26 29 23 306 25 20 21 25 41 36 26 22 152 22 1910 22
internal_value=0 7.97559e-06 -6.37017e-06 4.16344e-06 -5.76418e-06 2.4161e-06 1.0062e-05 9.96569e-07 -0.000198596 -9.31881e-05 1.15338e-05 3.88336e-05 1.66483e-05 0.00090032 -1.526e-05 5.99427e-06 -9.89221e-05 7.30533e-06 0.00107344 -0.000149671 -1.30763e-05 -0.00042918 3.67832e-05 5.71221e-05 -0.000211131 -0.000387846 -0.000599796 3.13438e-05 5.59455e-05 -0.00105952
internal_weight=0 3085 3065 3033 3010 2989 2968 2943 469 448 425 2474 2439 85 2354 2328 402 374 48 326 2299 246 2053 2031 221 200 174 1995 1951 44
internal_count=3121 3085 3065 3033 3010 2989 2968 2943 469 448 425 2474 2439 85 2354 2328 402 374 48 326 2299 246 2053 2031 221 200 174 1995 1951 44
is_linear=0
shrinkage=0.1


Tree=1252
num_leaves=31
num_cat=0
split_feature=130 42 1205 403 0 43 1208 1209 1212 15 1212 403 403 50 403 16 52 131 15 43 394 393 1212 2 15 159 13 43 484 52
split_gain=0.00203856 0.005248 0.00253597 0.00190996 0.00847386 0.0158575 0.00646733 0.00201276 0.00192571 0.00233589 0.00551217 0.0168768 0.00939815 0.00573946 0.00992283 0.00748302 0.00506956 0.010935 0.00504885 0.00732051 0.0064904 0.00506603 0.00433017 0.00425601 0.00902378 0.00861879 0.0121402 0.0108866 0.00802126 0.00657933
threshold=-0.23647499999999996 0.15665000000000004 0.09993500000000001 -0.53960999999999981 -0.086409999999999987 -0.041049999999999996 0.098655000000000007 -0.092099999999999987 -0.42670499999999995 0.085465000000000013 -1.0000000180025095e-35 -0.0076149999999999994 0.048950000000000007 0.090980000000000019 -0.072624999999999981 -0.08453999999999999 0.5140450000000002 0.11385000000000002 0.084905000000000022 -0.0064299999999999991 -0.14580499999999996 0.10317000000000003 -0.14780999999999997 0.085105000000000014 0.086885000000000004 -0.019375 -0.080759999999999985 -0.0082299999999999995 0.058970000000000009 0.10263500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -5 -9 18 11 -11 -13 16 -15 -16 17 23 20 -20 -10 -22 -14 25 -25 -12 -27 -28 29 -26
right_child=1 -3 -4 6 5 -7 -8 8 9 10 13 12 22 14 15 -17 -18 -19 19 -21 21 -23 -24 24 28 26 27 -29 -30 -31
leaf_value=-0.0010063536523375661 -0.0011786729234948079 0.0015819666641099111 -0.0011266381875611844 0.00090041663381271078 -0.00050710231740156125 0.0028292837124484194 -0.0013060150370476646 -0.00070791960905281534 0.001726830489046517 0.0034600383578799669 0.00078384352673310786 -0.0016654994005511981 2.2200800079493398e-05 0.0023606948105485311 0.001758699892088771 -0.00053665632223449077 0.0012500672252956846 -0.0017647317678079401 -0.0025143577276685392 0.00012907966526902535 -2.3556700403807864e-05 -0.0015159466253269627 0.0019884726808716852 0.0018751628721004417 -0.00046136667812707853 -0.0023656474080780755 0.00074713167844391948 -0.0020568965437269071 0.00171416050199276 0.0005465164073048444
leaf_weight=20 22 21 20 25 29 28 38 38 21 20 40 20 24 28 20 49 28 38 20 22 2059 23 21 29 191 38 45 20 26 98
leaf_count=20 22 21 20 25 29 28 38 38 21 20 40 20 24 28 20 49 28 38 20 22 2059 23 21 29 191 38 45 20 26 98
internal_value=0 6.49053e-06 -4.25136e-06 3.08451e-06 0.000488395 0.00113182 -9.77678e-06 6.96024e-06 -6.94458e-07 8.63698e-06 0.000162488 0.000919783 0.000138165 6.34569e-05 0.000772962 0.000128664 -6.09952e-05 -0.000130918 -4.40811e-05 -0.0011297 -2.23997e-05 -4.00432e-05 0.000939794 -3.43408e-06 0.000187167 -0.000461943 -0.000945744 -0.000115646 3.17643e-05 -0.000119593
internal_weight=0 3101 3080 3060 79 57 2981 2943 2918 2880 735 85 65 650 97 69 553 525 2145 42 2103 2082 45 487 344 143 103 65 315 289
internal_count=3121 3101 3080 3060 79 57 2981 2943 2918 2880 735 85 65 650 97 69 553 525 2145 42 2103 2082 45 487 344 143 103 65 315 289
is_linear=0
shrinkage=0.1


Tree=1253
num_leaves=31
num_cat=0
split_feature=130 42 1205 1211 1211 1211 1213 1213 1212 403 402 1210 2 1211 1204 132 132 402 4 1203 1213 52 400 1213 1213 130 1209 129 0 43
split_gain=0.00165123 0.00425088 0.00205414 0.00184149 0.00281953 0.00287923 0.00339005 0.00258074 0.00274483 0.00261867 0.0135925 0.00995394 0.0075424 0.00260542 0.00356243 0.00733463 0.0037556 0.00389003 0.00407516 0.00338654 0.00729748 0.00669052 0.00300279 0.00402087 0.00928606 0.0042135 0.00352372 0.00304249 0.0057637 0.00796569
threshold=-0.23647499999999996 0.15665000000000004 0.09993500000000001 0.11986000000000001 0.11541000000000001 0.11013500000000002 0.17417500000000002 0.11395000000000001 0.11137000000000001 -0.53960999999999981 0.094195000000000015 -0.14310999999999999 0.089605000000000018 0.09030500000000001 0.057120000000000011 -0.43176999999999993 -0.40070499999999992 -0.11206999999999999 -0.07533999999999999 0.089005000000000015 0.088165000000000007 0.085310000000000011 -0.090784999999999991 0.085435000000000025 0.060985000000000004 -0.013699999999999999 -0.090519999999999975 0.091085000000000013 -0.074824999999999989 -0.092909999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 10 12 -11 -2 14 15 -13 -17 18 -18 20 22 -21 -19 24 26 -25 -24 -28 -29 -30
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 11 -12 13 -14 -15 -16 16 17 19 -20 21 -22 -23 23 25 -26 -27 27 28 29 -31
leaf_value=-0.00090571822947822518 -0.0013888814602978528 0.0014237699764115472 -0.001013974288944155 -0.00067998262641664889 0.0011949893692508342 -0.0010872067219073265 0.0009637307610269951 -0.0008656499215730411 0.0010987589652042674 -0.0020851854751210495 0.0027405183740137591 0.0018427328947423537 0.001026978735414256 -0.00086631215697921386 -0.0013153022888582201 -0.0013226786574315546 0.001438497472405195 0.0011318315002743318 1.0613138253641565e-05 0.00031148079592226586 0.0015140305345994422 -0.002215653441962786 0.0012390447830760176 -8.8724174669810713e-06 0.0017792041959433721 -0.0020369705208577219 -5.8758503585546895e-05 -1.0208607851712838e-05 2.6333072746638212e-05 0.0028486877656541767
leaf_weight=20 28 21 20 39 20 24 37 34 23 23 21 22 24 34 20 21 39 23 41 22 32 20 22 21 29 20 2293 88 20 20
leaf_count=20 28 21 20 39 20 24 37 34 23 23 21 22 24 34 20 21 39 23 41 22 32 20 22 21 29 20 2293 88 20 20
internal_value=0 5.84146e-06 -3.82624e-06 2.77604e-06 1.15902e-05 3.7035e-06 1.24982e-05 5.26917e-07 1.06611e-05 1.9805e-06 0.000593283 -1.33808e-05 -0.000273869 3.71703e-06 1.4462e-05 2.41932e-05 9.43559e-06 1.9835e-05 0.000706707 -1.21855e-06 1.33489e-05 -0.000891916 -5.5871e-06 -1.59972e-05 2.9317e-07 -0.000998189 -2.08237e-05 -3.22723e-05 0.000442204 0.00143751
internal_weight=0 3101 3080 3060 3021 3001 2977 2940 2906 2883 73 2810 52 2787 2753 2733 2711 2690 80 2610 2568 42 2536 2513 2472 41 2443 2421 128 40
internal_count=3121 3101 3080 3060 3021 3001 2977 2940 2906 2883 73 2810 52 2787 2753 2733 2711 2690 80 2610 2568 42 2536 2513 2472 41 2443 2421 128 40
is_linear=0
shrinkage=0.1


Tree=1254
num_leaves=31
num_cat=0
split_feature=402 402 132 132 15 12 16 13 16 2 131 1203 14 15 1428 473 160 160 1212 483 133 12 42 2 12 1447 42 2 159 13
split_gain=0.00153316 0.00234421 0.00161748 0.0142459 0.00475479 0.00622353 0.00804305 0.00630033 0.00727713 0.00312779 0.00318626 0.00363992 0.00336532 0.00793573 0.00503439 0.00791718 0.00327043 0.00958721 0.00658149 0.0101887 0.0108718 0.00682354 0.0115381 0.0156184 0.00900854 0.00607277 0.0083667 0.0183617 0.013956 0.00603231
threshold=0.27918000000000004 0.13924000000000003 0.093160000000000007 0.090145000000000017 -0.26481999999999994 0.086345000000000019 -0.079109999999999986 -0.014169999999999999 -0.081299999999999983 0.31098000000000003 0.12681500000000004 -0.093454999999999996 -0.23960999999999996 -0.41396999999999995 -0.071779999999999997 -0.072684999999999986 -0.089974999999999986 -0.088244999999999976 0.087615000000000012 0.11494000000000001 0.10051500000000001 0.090695000000000012 0.088200000000000014 0.089525000000000007 0.09320500000000001 -0.086304999999999979 0.086555000000000007 0.085515000000000022 0.080005000000000007 -0.0021749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -4 6 -6 -7 -9 10 11 -1 13 -13 -14 -16 18 -18 19 20 21 22 25 -24 -23 -17 27 -27 -29 -26
right_child=-2 -3 4 -5 5 7 -8 8 -10 -11 -12 12 14 -15 15 16 17 -19 -20 -21 -22 24 23 -25 29 26 -28 28 -30 -31
leaf_value=0.0013725442090071738 0.00071143523935461421 -0.00095243979600267135 -0.00086238389053652363 -0.0019414073712668096 0.0029903239570558075 0.0010629150935172853 0.00024833477471712168 -0.0020577634742949161 0.00014483029197435827 -0.00099117428462411599 -0.0011798579542135652 -5.0321886245750216e-05 -0.0012498920616224041 0.001802883961104921 0.0019940483995014801 -0.00108203016747923 -0.0021291756621477278 -3.1036810466159237e-05 -0.0013192624477669597 0.0024449420404959133 -0.0015317923935072031 0.0024120715528945713 -0.0033282116430720116 0.00040608989753915622 0.0013081891773202058 -0.001732475237290868 0.0019345402129543707 0.00021758901387237121 0.0028992888310717213 -0.00060738485434182719
leaf_weight=20 30 26 31 38 20 46 23 20 60 31 22 68 32 35 20 23 22 2161 25 22 32 34 21 24 35 34 39 69 27 31
leaf_count=20 30 26 31 38 20 46 23 20 60 31 22 68 32 35 20 23 22 2161 25 22 32 34 21 24 35 34 39 69 27 31
internal_value=0 -6.90489e-06 1.11596e-06 -1.80777e-05 0.000276065 0.000484892 0.00152368 0.000130386 -0.000405818 7.77537e-06 1.8851e-05 2.83577e-05 1.8596e-05 0.000579408 -3.19339e-06 1.20393e-05 -3.21282e-06 -5.21816e-05 0.000253756 0.000354332 0.000229689 0.000396951 0.00010466 -0.00133658 0.00108968 0.000442451 0.000649925 0.000264541 0.000971817 0.00040845
internal_weight=0 3091 3065 2865 200 169 43 126 80 2827 2796 2774 2754 103 2651 2619 2599 2183 416 391 369 337 237 45 100 192 169 130 96 66
internal_count=3121 3091 3065 2865 200 169 43 126 80 2827 2796 2774 2754 103 2651 2619 2599 2183 416 391 369 337 237 45 100 192 169 130 96 66
is_linear=0
shrinkage=0.1


Tree=1255
num_leaves=31
num_cat=0
split_feature=376 1 160 1 13 96 34 11 120 12 40 123 40 2 2 124 1186 1186 1186 1186 132 1213 0 13 130 15 15 15 52 4
split_gain=0.00156363 0.0046459 0.00580328 0.00545035 0.0062036 0.00206629 0.0034836 0.00635948 0.00367096 0.00455494 0.0068115 0.00310096 0.00264745 0.00227605 0.00359042 0.00206395 0.00193119 0.00439302 0.00203493 0.0025481 0.00300969 0.0070023 0.00504409 0.0139447 0.00862377 0.00356087 0.00492331 0.0032113 0.0050375 0.00342313
threshold=0.080200000000000007 0.10557500000000002 0.085045000000000023 0.111945 -0.073839999999999975 0.086715000000000014 -0.057544999999999992 -1.0000000180025095e-35 0.086165000000000019 0.22926500000000002 -0.083564999999999987 0.09338500000000001 -0.079414999999999986 -0.15339499999999998 -1.0000000180025095e-35 0.086445000000000008 0.087140000000000009 0.094310000000000019 0.084100000000000022 0.021560000000000003 -0.083174999999999985 0.087385000000000004 -0.072269999999999987 0.056795000000000005 0.10367000000000003 0.084370000000000014 -0.084564999999999987 -0.43375999999999998 -0.023194999999999997 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 6 -1 -8 9 10 11 -9 -12 -14 -15 16 18 -18 19 20 21 22 23 24 25 26 -16 28 -22 -29
right_child=1 3 -4 4 -6 -7 7 8 -10 -11 12 -13 13 14 15 -17 17 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00093036615677798791 0.0018292537896195428 -0.0014509240534001343 -3.3970502863667205e-05 -0.00069174209158077385 0.0012064420614883097 -0.00088726605490255348 -0.0017148125641555949 -0.0021320817842414336 -0.0012949114506640895 0.0015056388452649118 0.0011028775373812427 -0.00041356505978564244 -0.00078840799396857626 0.0011187135241925716 -0.00034050586536371461 0.0010121651177178138 0.0016634999848478896 -0.00024014647351577878 -0.00099950415037927177 0.00099356128647923466 0.00039636299770791085 -0.002128280002285638 -0.0015633339335656038 0.00234741034721744 -0.0021805049750996245 -0.00068568464235535694 0.0015395699785305905 -1.6327712606743292e-05 -0.0014846586999816022 0.00036101441420508792
leaf_weight=39 35 24 32 33 36 27 22 21 22 20 22 21 36 29 30 20 22 27 21 25 24 21 23 22 22 42 26 2070 35 272
leaf_count=39 35 24 32 33 36 27 22 21 22 20 22 21 36 29 30 20 22 27 21 25 24 21 23 22 22 42 26 2070 35 272
internal_value=0 0.000304494 0.000939356 -0.000152879 0.000298615 -1.64536e-05 -8.43998e-06 -2.10871e-05 -8.1174e-06 1.81226e-06 -8.81174e-06 -0.00127282 1.02232e-05 1.53569e-06 1.19487e-05 7.00412e-08 -7.47727e-06 0.000614552 -1.90532e-05 -1.11706e-05 -2.088e-05 -0.000408407 -0.000189514 3.30057e-05 -0.000391302 1.0356e-05 0.000532386 9.14086e-06 -0.000719497 2.74968e-05
internal_weight=0 160 67 93 69 2961 2934 2895 2873 2851 2831 42 2789 2767 2731 2702 2682 49 2633 2612 2587 186 165 142 120 98 56 2401 59 2342
internal_count=3121 160 67 93 69 2961 2934 2895 2873 2851 2831 42 2789 2767 2731 2702 2682 49 2633 2612 2587 186 165 142 120 98 56 2401 59 2342
is_linear=0
shrinkage=0.1


Tree=1256
num_leaves=31
num_cat=0
split_feature=12 120 33 3 33 3 4 4 1 2 4 4 13 16 15 16 15 2 475 4 0 3 13 1 16 2 3 1 1 1426
split_gain=0.00170604 0.00313324 0.00271875 0.00193762 0.0085903 0.00900089 0.00843631 0.0232736 0.0272987 0.00975629 0.00916271 0.00722547 0.00719578 0.00634038 0.0120643 0.0102149 0.0059244 0.00863292 0.0101896 0.00866344 0.00804805 0.0055492 0.0102809 0.00768284 0.00486499 0.0100745 0.00713753 0.00469468 0.00706468 0.00442809
threshold=0.23631000000000002 0.093680000000000013 -0.012019999999999998 -0.0049599999999999991 0.085305000000000006 -0.0087149999999999988 0.27044500000000005 0.053180000000000012 0.093575000000000019 0.083935000000000023 0.10637500000000001 0.41257000000000005 -0.16152999999999998 -0.095964999999999981 -0.09551999999999998 -0.083134999999999987 -0.074054999999999996 0.10005000000000001 -0.010194999999999997 -0.059649999999999988 -0.014954999999999998 -0.017889999999999996 -0.010094999999999998 0.10871500000000002 -0.11118499999999999 0.14445500000000003 0.13524500000000003 0.13927000000000003 0.12958500000000003 0.08542000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 12 7 9 -9 -5 -10 -8 -4 -11 -15 -16 -17 18 -18 20 -19 27 23 -23 25 26 -13 28 29 -14
right_child=-2 -3 3 6 -6 -7 11 8 10 13 -12 24 21 14 15 16 17 19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010009920509118173 -0.00085807294058411025 0.0012237059681432412 -0.0018326950270593876 -0.0014958309588514063 -0.002044380092549892 -0.0015405299901766214 -0.0017474151828992036 0.004232472319199587 -0.0011869566515088081 -0.001009325240396292 0.0017111726376848918 0.00025248039298905777 1.7966763351237971e-05 0.0027377800309165783 -0.0016306570265442134 0.0018558427626784479 -0.00013010597185176962 0.0012718282574496699 0.0023366169630070076 -0.0020433245095773599 -0.0011227986577432602 -0.0011676955630938555 0.0021360291194702898 0.001251073032593316 -0.0011798340667155572 0.0019459052284498915 -0.0017654523110347026 0.0014854678444126399 -0.0014691618867359606 -0.0014408703427761793
leaf_weight=27 23 21 21 36 21 38 32 32 20 34 24 65 2260 21 26 27 34 32 33 24 25 29 35 24 32 26 24 21 33 21
leaf_count=27 23 21 21 36 21 38 32 32 20 34 24 65 2260 21 26 27 34 32 33 24 25 29 35 24 32 26 24 21 33 21
internal_value=0 6.37045e-06 -1.93766e-06 6.90643e-06 -3.0354e-05 -1.33135e-05 0.000177405 0.000451301 0.00201011 4.55842e-05 0.000393841 -0.000385688 1.04321e-05 0.000262346 0.000457106 0.000218827 0.000493607 0.000245091 0.00108485 -0.000449522 0.000221553 2.64064e-05 0.00080595 -7.24041e-05 -8.9257e-05 0.000214208 -0.000291681 -2.97255e-06 -1.64804e-05 4.536e-06
internal_weight=0 3098 3077 3050 2503 2482 547 368 76 292 44 179 2444 256 222 201 175 148 67 81 57 2423 88 53 147 115 89 2335 2314 2281
internal_count=3121 3098 3077 3050 2503 2482 547 368 76 292 44 179 2444 256 222 201 175 148 67 81 57 2423 88 53 147 115 89 2335 2314 2281
is_linear=0
shrinkage=0.1


Tree=1257
num_leaves=31
num_cat=0
split_feature=33 120 150 147 142 11 2 39 9 9 1 2 42 13 1 2 34 13 50 50 2 43 1 1 1428 475 1456 0 0 4
split_gain=0.00182094 0.00163362 0.00368334 0.00228298 0.00288737 0.00510996 0.00321158 0.00484556 0.00330811 0.0060601 0.00340252 0.00391606 0.00801744 0.00536568 0.00324419 0.00335876 0.00723584 0.00310794 0.00239428 0.0102111 0.00684086 0.00629478 0.00412482 0.00603632 0.00422946 0.00940749 0.0041684 0.00522464 0.0125292 0.0085979
threshold=-0.018454999999999996 0.09852000000000001 0.14582500000000004 0.10784000000000001 -0.057499999999999989 -1.0000000180025095e-35 0.31358000000000003 0.13507500000000003 0.092235000000000011 0.085355000000000014 0.14699000000000004 0.14122000000000004 0.10705500000000003 -0.081029999999999977 0.13501500000000002 -0.0050599999999999994 -0.082914999999999989 -0.063184999999999977 -0.099524999999999988 -0.24386999999999998 0.11474000000000002 -0.077824999999999991 0.12165500000000001 0.11846000000000002 -0.020064999999999996 0.016915000000000003 0.10959500000000001 -0.043914999999999989 -0.050064999999999991 -0.27825499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 9 10 11 14 13 -13 15 16 -7 -16 19 20 21 -17 23 24 25 -20 27 28 -26 -29
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 -12 12 -14 -15 17 18 -18 -19 22 -21 -22 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=0.00085002493020147087 0.0011947921058163048 -0.00086551164171065793 0.0013191263041725117 -0.0010746968770399691 -0.0015291933732276613 -0.00012415875282481705 0.0010476802704566769 -0.0014556329302570744 0.00092849023119350403 -0.0015930874719439698 -0.0010568440391216427 0.00063043206963422048 -0.00050080215811304344 0.0027749960694927727 -0.0017818556477141102 0.0017877622674543248 0.0020937454634501291 -1.8920659204013646e-05 0.00047401134326632713 0.0022687221266096459 -0.0014947825033838551 -0.00039568348701352318 -0.00092844172252807763 0.0014488963000725821 -1.7311238850243529e-05 -0.0025192340646234307 -0.0011820103681141822 0.0001447812071754755 -0.00226888919249177 0.0016663257250601939
leaf_weight=25 20 22 21 20 22 38 29 23 38 24 30 28 33 20 20 23 24 20 21 24 24 31 50 28 2163 21 30 177 25 47
leaf_count=25 20 22 21 20 22 38 29 23 38 24 30 28 33 20 20 23 24 20 21 24 24 31 50 28 2163 21 30 177 25 47
internal_value=0 -6.8639e-06 -7.18731e-07 -9.79726e-06 -2.77517e-06 -1.07245e-05 4.4444e-07 -9.80871e-06 1.50601e-06 -1.06365e-05 2.56434e-06 1.37278e-05 0.000699081 0.001524 -6.34223e-06 6.77657e-06 0.000734385 -0.000900388 -1.01573e-05 0.00046497 -9.00312e-05 0.000534303 -2.90733e-05 -1.11719e-05 -2.763e-05 -0.00102261 -1.05173e-05 4.05354e-06 -4.30377e-05 0.000464034
internal_weight=0 3096 3074 3053 3033 3013 2991 2962 2939 2901 2877 2847 81 48 2766 2726 62 40 2664 102 78 54 2562 2512 2484 42 2442 2412 2188 224
internal_count=3121 3096 3074 3053 3033 3013 2991 2962 2939 2901 2877 2847 81 48 2766 2726 62 40 2664 102 78 54 2562 2512 2484 42 2442 2412 2188 224
is_linear=0
shrinkage=0.1


Tree=1258
num_leaves=31
num_cat=0
split_feature=40 120 33 16 3 15 52 4 16 1 12 1 132 0 15 124 9 10 3 1371 2 12 43 481 480 479 150 150 0 402
split_gain=0.00158139 0.00515415 0.00258121 0.00203972 0.00641888 0.0150296 0.0334263 0.00808544 0.00830086 0.00796868 0.00537798 0.00539974 0.00536611 0.0048148 0.0046887 0.00397029 0.00600717 0.00466971 0.00791954 0.00464981 0.00415593 0.00411226 0.0049009 0.00383413 0.00782158 0.00438031 0.00376242 0.00722039 0.00660108 0.00382608
threshold=-0.24290999999999999 0.093680000000000013 -0.012019999999999998 -0.12029499999999999 -0.091354999999999978 0.050935000000000008 0.029970000000000007 -0.0043399999999999992 -0.16075999999999999 0.077565000000000009 0.089300000000000004 0.11230000000000001 0.083225000000000007 -0.23194499999999998 -0.028889999999999996 -0.088289999999999993 -0.085744999999999988 -0.0069899999999999988 -0.0087149999999999988 0.083235000000000017 0.15950500000000004 -0.092484999999999984 -0.077824999999999991 0.0028200000000000005 0.094265000000000002 0.097110000000000016 0.12187000000000002 1.0000000180025095e-35 -0.14920999999999998 0.09388500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 7 -7 -6 14 -4 12 -12 -11 -5 26 -15 -17 18 -18 20 21 22 -19 25 -25 -23 27 29 -29 -9
right_child=1 -3 3 13 5 6 -8 8 -10 10 11 -13 -14 15 -16 16 17 19 -20 -21 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00077663493127777029 -0.00097784508813034609 0.0015316939187786458 0.0017570007037754883 0.0014529294266443079 0.0015983363278210165 0.00017381100905671095 -0.0050280529492911664 0.00014273106039480707 -0.0012648413196265171 9.3299259897321467e-05 0.0018913968445055864 -0.00015708447862116079 -0.0020213537995005027 0.0011027317247627414 0.0014096608984151058 -0.0016694128396920862 -4.9122540851033503e-05 -0.0020797115174077808 0.0024660123301492561 0.0013933024301271265 0.0014295139175374062 -8.1731375949888825e-06 5.6042007583362821e-05 0.0019400417998743553 -0.00027528119195962706 -0.0014593803041082409 0.0010804534565819347 -0.0027041264820755239 -0.00019678816980948406 -0.0012542978370964359
leaf_weight=26 27 22 34 24 25 30 21 180 67 30 22 31 20 34 21 21 31 21 21 24 20 2175 22 30 34 21 23 21 21 22
leaf_count=26 27 22 34 24 25 30 21 180 67 30 22 31 20 34 21 21 31 21 21 24 20 2175 22 30 34 21 23 21 21 22
internal_value=0 6.52424e-06 -4.39465e-06 4.2341e-06 -0.000166688 -0.000356217 -0.00196813 -0.000139881 -0.000262291 0.00042957 -8.61152e-06 0.000693229 -0.000752562 4.34123e-05 -2.90585e-05 2.96273e-05 1.45506e-05 2.92914e-05 0.000966605 8.52435e-06 -5.78244e-06 -1.8247e-05 -0.000987 1.85015e-07 0.000763151 -2.20508e-05 -0.000142216 -0.000257468 -0.00145046 -9.4206e-06
internal_weight=0 3095 3073 3046 568 431 51 380 355 137 103 53 50 2478 288 2454 2420 2399 52 2347 2323 2303 43 2260 64 2196 267 244 42 202
internal_count=3121 3095 3073 3046 568 431 51 380 355 137 103 53 50 2478 288 2454 2420 2399 52 2347 2323 2303 43 2260 64 2196 267 244 42 202
is_linear=0
shrinkage=0.1


Tree=1259
num_leaves=31
num_cat=0
split_feature=33 9 1 120 40 34 34 33 376 9 3 46 472 13 39 1429 42 3 1429 475 16 474 1427 474 12 474 474 1429 3 0
split_gain=0.00183272 0.00188463 0.00770427 0.00204359 0.00325261 0.00171571 0.00242578 0.00487986 0.00219639 0.00393932 0.00248821 0.00377324 0.00335886 0.00248226 0.00525407 0.00250475 0.00625303 0.0058427 0.00474016 0.00416635 0.00511381 0.00399873 0.00411256 0.00626676 0.0072645 0.0065436 0.00653301 0.00619139 0.00478095 0.00339325
threshold=-0.018454999999999996 0.091905000000000014 0.13332000000000002 0.09852000000000001 -0.24134999999999998 -0.097449999999999981 -0.084564999999999987 0.078905000000000017 -0.11750499999999998 -0.036024999999999995 0.40411000000000002 0.10253500000000002 0.094800000000000009 0.41383500000000001 0.11365500000000002 0.091545000000000015 0.091545000000000015 -0.081459999999999991 0.088105000000000017 -0.24039999999999997 0.64105000000000001 0.10970500000000001 0.088585000000000011 0.090440000000000006 0.086850000000000024 0.088335000000000011 0.087035000000000015 0.084930000000000019 -0.078584999999999988 0.11070500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 -7 8 -8 -10 11 12 13 14 15 18 17 -17 19 -11 21 22 23 25 -25 26 27 29 -24 -21
right_child=1 2 -4 -5 5 6 7 -9 9 10 -12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0008527687923051418 0.0012502791337846292 -0.001826709602783712 0.00058505622782158086 -0.0010041015106253327 0.00092451361357234426 -0.00094834881677309545 0.0010370693064760416 0.0014876104933633045 -0.0010540518948497872 -0.0010665235112773607 0.00080236904445643489 -0.001380916553316638 0.0012888133060187101 0.0010462960306375118 -0.0014933044212133003 0.00030838758441524604 -0.00080805525230243807 0.002327757389487132 -0.0015581269538961352 -3.8454511174255981e-05 0.0014866433477436658 -0.0011996304632962817 0.0019564050634432099 -8.9056402600059907e-05 -0.0024814489064738155 0.0013857832999372693 -0.001811078821774572 0.0013436421012396323 -0.00013053401850075241 0.00060499196678660263
leaf_weight=25 21 26 27 20 20 27 20 22 36 37 38 20 20 22 24 38 25 23 20 2290 23 28 23 30 22 34 20 34 21 85
leaf_count=25 21 26 27 20 20 27 20 22 36 37 38 20 20 22 24 38 25 23 20 2290 23 28 23 30 22 34 20 34 21 85
internal_value=0 -6.88605e-06 -0.000598074 3.41068e-06 1.00763e-05 1.40069e-06 -4.79054e-06 3.8308e-06 -7.29881e-06 -1.44692e-05 -1.46087e-06 -1.22201e-05 -2.50962e-06 -1.17367e-05 -2.01186e-05 -7.27573e-06 0.000523904 0.00106979 -2.44041e-05 -1.28158e-05 2.12186e-06 -1.10764e-05 1.92845e-06 -1.48394e-05 -0.00110122 8.09678e-06 -1.11874e-05 3.75563e-06 0.000960366 -1.54259e-05
internal_weight=0 3096 53 3043 3023 3002 2982 2955 2933 2913 2877 2839 2819 2799 2777 2753 86 61 2667 2647 2610 2587 2559 2515 52 2463 2429 2409 44 2375
internal_count=3121 3096 53 3043 3023 3002 2982 2955 2933 2913 2877 2839 2819 2799 2777 2753 86 61 2667 2647 2610 2587 2559 2515 52 2463 2429 2409 44 2375
is_linear=0
shrinkage=0.1


Tree=1260
num_leaves=31
num_cat=0
split_feature=40 130 12 3 46 130 1204 133 130 132 1 1210 49 44 2 2 43 47 49 40 1425 156 3 0 151 49 4 1 2 52
split_gain=0.0015616 0.00477093 0.00180608 0.00604189 0.00472451 0.00201376 0.00390138 0.00429875 0.00466503 0.00348706 0.00423281 0.00280498 0.00266023 0.00784947 0.00707793 0.0140582 0.00587562 0.00428191 0.00388096 0.0036711 0.0029129 0.00347814 0.00303827 0.0129469 0.010858 0.0127378 0.0136982 0.0489625 0.0110389 0.0104544
threshold=-0.24290999999999999 -0.22229499999999999 0.12757000000000002 -0.055119999999999995 -0.043074999999999995 0.12884500000000002 0.057120000000000011 -0.54084999999999994 0.11417500000000001 -0.41127499999999995 0.15799000000000005 -0.42132499999999995 0.12899500000000003 0.083555000000000018 0.10060500000000001 0.11747 -0.077319999999999986 0.12431000000000002 0.12073000000000002 0.10611000000000002 0.10499500000000002 0.14862 0.092670000000000016 -0.23001499999999997 -0.082229999999999984 -0.072814999999999977 -0.059649999999999988 0.096255000000000021 0.11389000000000002 -0.019749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 7 -6 9 -9 11 -11 13 18 16 -16 -14 -17 19 20 21 22 23 -13 -24 -26 29 -28 -29 -27
right_child=1 2 3 -5 5 -7 -8 8 -10 10 -12 12 14 -15 15 17 -18 -19 -20 -21 -22 -23 24 -25 25 26 27 28 -30 -31
leaf_value=-0.00077175970117633163 0.0014109307376202196 0.001348684717175694 -0.0017808989941840991 0.00024577897753548121 0.0012048748486418407 -0.00079420044664288989 0.0013300730513451115 0.0012214632229069653 -0.0011831722324987986 0.0010973868861860272 -0.0012167701175524693 0.0021138287553812605 0.00058365015953313563 -0.002005671733058989 0.0031496959235730836 -0.00080739343073219058 -0.0018403172920807267 0.00095159166690615574 -0.0012571861147880553 0.0011770402506674426 -0.0011901305312113394 0.0010284726998179394 0.0015234549292708162 -1.2460043277470211e-05 0.001102421331193505 -0.00073183990399619309 -0.0061193796736188234 0.00064670888731550239 -0.0016144320114544826 0.0019590944369238888
leaf_weight=26 24 26 24 38 29 32 22 23 34 23 29 29 20 20 22 25 20 31 25 26 21 32 27 2285 36 42 20 38 50 22
leaf_count=26 24 26 24 38 29 32 22 23 34 23 29 29 20 20 22 25 20 31 25 26 21 32 27 2285 36 42 20 38 50 22
internal_value=0 6.48328e-06 -4.49254e-06 -0.000538742 6.51558e-06 -5.18284e-06 3.37309e-06 -6.59188e-06 -1.87065e-05 -4.89223e-06 -1.48135e-05 -2.4266e-06 -1.14899e-05 -3.20026e-05 0.000453174 0.00100779 -0.000628334 0.00016633 -1.71238e-05 -5.32714e-06 -1.71417e-05 -7.59785e-06 -2.06046e-05 1.41875e-05 -0.000363196 -0.000608098 -0.000966113 -0.00165309 -0.00063803 0.000193169
internal_weight=0 3095 3071 62 3009 2983 2951 2929 2900 2866 2843 2814 2791 2673 118 78 40 56 2653 2628 2602 2581 2549 2314 235 208 172 108 88 64
internal_count=3121 3095 3071 62 3009 2983 2951 2929 2900 2866 2843 2814 2791 2673 118 78 40 56 2653 2628 2602 2581 2549 2314 235 208 172 108 88 64
is_linear=0
shrinkage=0.1


Tree=1261
num_leaves=31
num_cat=0
split_feature=106 30 33 9 34 12 130 374 39 39 15 2 1 11 11 13 13 13 13 0 13 13 13 11 4 41 14 49 159 4
split_gain=0.00163408 0.00443702 0.00227834 0.00387843 0.00412945 0.00198187 0.00285068 0.00233122 0.00310932 0.0024221 0.00690726 0.00267469 0.00532348 0.00475405 0.00871047 0.00288805 0.012744 0.00519134 0.00772414 0.0102134 0.00668248 0.00574884 0.0090776 0.00523953 0.0106916 0.00612528 0.00617883 0.00360689 0.00338477 0.00486004
threshold=0.085275000000000004 0.085875000000000021 0.085305000000000006 -0.036024999999999995 -1.0000000180025095e-35 0.23631000000000002 -0.22562499999999999 0.092550000000000007 0.13507500000000003 0.10940500000000002 -0.08730499999999998 -0.15339499999999998 0.11507500000000002 0.096435000000000007 0.10600000000000001 -0.17933499999999997 -0.39067499999999994 -0.10278499999999999 -0.13710499999999998 -0.10474999999999998 -0.097984999999999989 -0.096404999999999991 -0.094514999999999988 0.086080000000000018 -0.50052499999999989 0.088820000000000024 0.082295000000000021 0.065470000000000014 0.10333000000000002 -0.15289999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -6 8 9 11 -11 12 -8 15 -15 16 28 18 27 -20 -19 -22 -23 25 -25 26 -24 -17 29 -13
right_child=1 -3 -4 4 5 -7 7 -9 -10 10 -12 13 -14 14 -16 17 -18 20 19 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011942091607057524 0.0017322550469543786 -9.9741447215469985e-05 -0.00083646184172142643 0.0012644796506859936 0.0010908624632672097 -0.00099337808205746114 0.00037575470982119445 0.0010463907845578867 -0.0011691177714332616 0.0020344783398156454 -0.00053035022435887226 0.0010292979038786143 -0.0018784640378064731 0.0021241004007086822 -0.00060831913200672712 0.00045828543935875549 -0.0025586448578299799 -0.0017621590654677923 0.00024527725384003766 0.0032955444904343625 0.0015977147331630642 -0.0017549004134101171 1.7997545180007052e-05 0.00045316866841555267 -0.0025317415051783129 0.0015135873482062447 -0.0013599511736891035 -0.001121929920045659 0.0011809120373800397 -0.00080998690490131974
leaf_weight=27 20 39 33 26 24 20 20 21 23 21 21 20 22 28 20 52 24 22 23 21 22 30 2343 24 24 27 33 20 20 51
leaf_count=27 20 39 33 26 24 20 20 21 23 21 21 20 22 28 20 52 24 22 23 21 22 30 2343 24 24 27 33 20 20 51
internal_value=0 0.000521274 -1.00441e-05 -1.04058e-06 9.69079e-06 -1.27175e-06 5.44074e-06 -3.44402e-06 -1.10175e-05 -1.79445e-06 0.000752064 -1.29196e-05 -0.000805027 -1.0549e-06 0.000985592 -1.82389e-05 -0.000508805 3.12239e-06 0.000657242 0.00170109 -2.69282e-05 -1.16765e-05 -2.59476e-05 -4.78541e-06 -0.00103929 1.58788e-05 -1.14063e-06 1.93367e-05 3.18117e-05 -0.000291879
internal_weight=0 59 3062 3029 3002 2976 2956 2932 2911 2888 42 2846 42 2804 48 2756 115 2641 116 44 2525 2503 2481 2451 48 2403 2376 72 91 71
internal_count=3121 59 3062 3029 3002 2976 2956 2932 2911 2888 42 2846 42 2804 48 2756 115 2641 116 44 2525 2503 2481 2451 48 2403 2376 72 91 71
is_linear=0
shrinkage=0.1


Tree=1262
num_leaves=31
num_cat=0
split_feature=130 40 2 11 33 31 1 46 471 12 132 0 3 12 4 15 2 13 10 133 43 42 132 1186 393 393 1186 129 394 13
split_gain=0.00189712 0.00469327 0.00188368 0.00370824 0.0040138 0.00947894 0.0025749 0.00225802 0.00294227 0.00275611 0.00591561 0.00566725 0.00834991 0.00804501 0.00869737 0.00383022 0.00356097 0.00315409 0.00275151 0.00250525 0.00277794 0.00245331 0.00241066 0.0160725 0.0137924 0.00369132 0.00378433 0.0091181 0.00340935 0.00555005
threshold=-0.22699999999999995 -0.23755499999999996 0.31358000000000003 -0.072629999999999986 0.085305000000000006 -0.051829999999999994 0.15799000000000005 0.096120000000000011 0.10338500000000002 0.10866500000000003 -0.25392999999999993 -0.0058249999999999994 -0.077564999999999981 0.11734000000000001 1.0000000180025095e-35 0.10017500000000001 0.10252500000000002 0.11217000000000001 -0.062879999999999978 -0.54084999999999994 0.28064000000000006 0.11934000000000002 -0.083284999999999984 1.0000000180025095e-35 0.10938000000000002 0.089155000000000026 0.057025000000000006 0.085885000000000017 -0.011444999999999999 -0.019614999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 8 9 10 -5 12 17 14 15 -14 -15 -11 -12 -20 22 -18 23 -21 25 26 28 -28 29 -24
right_child=1 2 -4 4 5 -7 -8 -9 -10 11 18 -13 13 16 -16 -17 21 -19 19 20 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00085063705113358219 0.0013717493992298842 0.001360453387023881 -0.00085152639613415198 -0.0014303864226756812 0.0004954560670912976 -0.0025464594445656985 -0.0010700551221485843 0.00087897402961971231 -0.0010520812652360361 -0.0018652600280585744 0.0010946153258175953 0.001973190702556167 -0.00045764582963394267 0.00078204871303266072 0.0028520874194800858 0.0014760096369718669 -0.0015443055459763856 -0.00020285585243254899 0.0011111168510979043 -0.00010950434554711376 -0.0010030775296659808 3.238973329730687e-06 -0.00062950598379678052 0.0029475210722358456 -0.0023594452342949809 0.0011428993465545188 0.00011182023556016031 -0.0023651464579060029 -1.3040346920538164e-05 0.001230668049655198
leaf_weight=26 25 20 26 29 21 20 22 30 26 21 23 20 21 24 25 20 20 25 20 95 28 21 23 21 25 28 42 23 2298 53
leaf_count=26 25 20 26 29 21 20 22 30 26 21 23 20 21 24 25 20 20 25 20 95 28 21 23 21 25 28 42 23 2298 53
internal_value=0 7.1459e-06 -3.9665e-06 3.27284e-06 -5.70322e-06 -0.000988405 7.80358e-06 1.5812e-05 6.97716e-06 1.64558e-05 -9.81561e-06 0.000377588 0.000197294 0.000604297 0.001382 0.000485601 -0.000185368 -0.000961779 5.56198e-06 -3.86883e-06 -1.23285e-05 -0.000751661 -1.69164e-06 0.000443923 -2.24345e-05 1.2482e-06 -1.18581e-05 -0.000764645 8.75318e-06 0.000667721
internal_weight=0 3095 3070 3044 3024 41 2983 2961 2931 2905 2708 197 177 131 66 41 65 46 2679 2656 2636 41 2608 116 2492 2467 2439 65 2374 76
internal_count=3121 3095 3070 3044 3024 41 2983 2961 2931 2905 2708 197 177 131 66 41 65 46 2679 2656 2636 41 2608 116 2492 2467 2439 65 2374 76
is_linear=0
shrinkage=0.1


Tree=1263
num_leaves=31
num_cat=0
split_feature=106 33 9 123 1 40 39 9 16 34 2 45 40 0 0 16 14 51 1 1 51 2 13 1 1 4 47 48 15 48
split_gain=0.00160123 0.001615 0.00208687 0.00602191 0.00264121 0.0072803 0.00525755 0.00340463 0.0110857 0.00228102 0.00500991 0.0022962 0.00272987 0.00242257 0.0107305 0.00727593 0.014929 0.00705802 0.00453035 0.00825276 0.0126188 0.0116088 0.00632507 0.00709524 0.00389459 0.00441573 0.00333068 0.00394199 0.0117216 0.00793135
threshold=0.088100000000000012 -0.012019999999999998 -0.085744999999999988 0.083855000000000013 0.16540500000000002 -0.24452499999999996 0.14059500000000003 0.091600000000000015 -0.4179199999999999 -1.0000000180025095e-35 -0.0091949999999999983 0.094030000000000016 0.097265000000000018 -0.14226499999999997 -0.14051499999999997 -0.0019699999999999995 0.078320000000000015 0.10876000000000001 0.077565000000000009 0.087325000000000014 0.067785000000000012 0.090790000000000023 -0.091559999999999989 0.10234000000000001 0.10781 0.41555500000000006 0.13283000000000003 0.11270000000000001 -0.068899999999999975 0.10891500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 7 9 -9 -7 -11 12 13 15 -15 17 -17 18 -12 20 -20 -21 -23 -24 -25 -26 27 29 -29 -16
right_child=-2 2 4 -5 -6 6 -8 8 -10 10 11 -13 -14 14 26 16 -18 -19 19 21 -22 22 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.00077730415958083339 0.00070374194983742206 0.00053270669421181084 -0.0018542983613553503 -0.0018918614302362716 0.0011008159231013534 0.00088761472683732536 0.0015543673669030384 -0.00053794301080051818 0.0026207094802521169 -0.0013270754318941258 0.001261279618104353 -0.00082293810863869597 -0.00096142209327683371 -0.0021703002372068232 1.098179251327904e-05 0.0029678927480105174 -0.00054140800811265687 0.0017136173448913422 -0.00017200764620590005 0.0022450740044207677 -0.0031165599886497312 0.00094482131290102474 -0.0020328060491010547 0.00063745224010505665 -0.0017603286795995453 0.00016464067336458428 -0.0011046496425815685 0.002421993169235066 -0.00064023492205888036 -0.0019411380513615552
leaf_weight=27 32 20 21 21 22 28 22 25 20 29 23 34 29 23 2337 27 22 24 43 23 22 38 25 38 22 26 27 25 25 21
leaf_count=27 32 20 21 21 22 28 22 25 20 29 23 34 29 23 2337 27 22 24 43 23 22 38 25 38 22 26 27 25 25 21
internal_value=0 -7.2903e-06 -5.00499e-07 -0.000709145 9.11699e-06 1.10853e-06 1.41923e-05 2.72959e-06 0.000865903 -1.06139e-05 -1.93376e-05 -6.0494e-06 3.79962e-06 1.38288e-05 -2.0463e-05 0.000266949 0.00139229 7.27886e-05 -7.86725e-05 -0.00020871 -0.00116863 0.000154049 -0.000168727 -0.000549942 -0.000118877 -0.000717637 -1.56482e-07 1.22278e-05 0.000890879 -6.4035e-06
internal_weight=0 3089 3062 41 3021 2999 2978 2956 45 2911 2883 2854 2820 2791 2458 333 49 284 260 237 65 172 149 111 86 48 2435 2408 50 2358
internal_count=3121 3089 3062 41 3021 2999 2978 2956 45 2911 2883 2854 2820 2791 2458 333 49 284 260 237 65 172 149 111 86 48 2435 2408 50 2358
is_linear=0
shrinkage=0.1


Tree=1264
num_leaves=31
num_cat=0
split_feature=1426 1428 157 471 153 1419 12 474 12 0 12 1210 12 13 4 52 129 13 4 1 12 52 3 0 2 2 2 2 12 16
split_gain=0.00153141 0.00216756 0.00693404 0.00294839 0.00269034 0.0032676 0.00318306 0.00287724 0.00304461 0.0141351 0.0135364 0.0192197 0.00837281 0.00690555 0.011314 0.0100813 0.00939373 0.0077754 0.00648462 0.00696131 0.00739088 0.0112119 0.00629605 0.00594143 0.00728357 0.00999409 0.00777501 0.0169591 0.0116437 0.00825823
threshold=-0.10090499999999998 -0.071779999999999997 0.63334000000000013 0.10338500000000002 0.08351500000000002 0.091465000000000005 0.23631000000000002 0.11134000000000001 0.094070000000000015 0.12113000000000002 0.093535000000000021 -0.42132499999999995 0.094375000000000014 0.0036400000000000004 -0.075889999999999999 -0.15026499999999995 0.086095000000000019 1.0000000180025095e-35 0.50822500000000004 0.13707500000000003 0.12477500000000001 1.0000000180025095e-35 -0.05647499999999999 -0.085804999999999979 0.11824000000000001 0.12299 0.097605000000000011 0.095545000000000005 0.10266500000000002 -0.013324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 10 12 11 -3 -10 17 16 -16 -15 -13 19 20 22 -22 23 -14 26 -26 27 -25 29 -28
right_child=1 2 -4 -5 -6 -7 -8 -9 9 -11 -12 13 18 14 15 -17 -18 -19 -20 -21 21 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.0008510779495173623 -0.0008516538633072439 0.0030603333364706488 0.0016956028717686423 -0.001191651234624996 0.0010991681929970749 -0.00095770225953957478 -0.0012565228319726886 0.00089782995637506253 0.0020851709204725922 0.0020315667397927686 -0.0019049972084571776 -2.0193373210287518e-05 -0.0006831263813057727 -0.0018005004383455745 -0.0017709881233673988 0.00055536036534063824 0.00025462374556809662 0.0014062670553800834 0.0017782186530530453 -0.0017981307036031716 0.0028009980965061519 -0.00013363351696170866 -0.0017955016014942278 0.00034728376202413833 -0.0026307661104337538 0.00011427121741386753 0.0036699805987882432 -0.0021194656736042818 -0.00017762712753809442 0.0011091202723464983
leaf_weight=21 30 20 24 21 22 36 20 36 20 39 39 1892 109 86 23 98 30 39 20 22 23 30 21 216 21 36 20 32 41 34
leaf_count=21 30 20 24 21 22 36 20 36 20 39 39 1892 109 86 23 98 30 39 20 22 23 30 21 216 21 36 20 32 41 34
internal_value=0 -5.76538e-06 2.50063e-06 -1.08396e-05 -2.64226e-06 -1.07141e-05 7.76114e-07 9.30885e-06 -1.67939e-06 0.000182855 -5.83572e-05 -2.54417e-05 7.10723e-05 -5.39083e-05 -0.000563341 0.000113162 -0.001269 8.61655e-06 6.62111e-06 -5.19441e-05 1.39497e-05 0.00113989 -9.86439e-05 -2.8636e-05 0.000149713 -0.000897058 0.000323666 2.89935e-05 0.00109292 0.00205759
internal_weight=0 3100 3070 3046 3025 3003 2967 2947 2911 684 2227 2188 645 2168 237 121 116 1931 625 605 583 53 530 509 400 57 343 248 95 54
internal_count=3121 3100 3070 3046 3025 3003 2967 2947 2911 684 2227 2188 645 2168 237 121 116 1931 625 605 583 53 530 509 400 57 343 248 95 54
is_linear=0
shrinkage=0.1


Tree=1265
num_leaves=31
num_cat=0
split_feature=1420 157 156 1425 471 471 475 157 484 484 0 158 159 1456 484 15 482 482 483 160 52 484 484 42 133 484 1373 1 1375 457
split_gain=0.00157142 0.0047235 0.00196255 0.00293771 0.00350743 0.00416595 0.00212622 0.00319739 0.00203425 0.00358171 0.00328966 0.00325717 0.00329681 0.0165213 0.00288389 0.00613218 0.00462555 0.00818477 0.00653986 0.0112147 0.00590062 0.00338278 0.019346 0.0164533 0.0209372 0.0165729 0.00752997 0.01557 0.00318158 0.00339239
threshold=0.056520000000000008 0.63397500000000007 0.14283000000000004 0.095135000000000011 0.10338500000000002 0.093375000000000014 0.058495000000000012 -0.14310999999999999 0.18587500000000004 0.12955000000000003 -0.084144999999999984 -0.47356499999999996 -0.45371999999999996 -0.077604999999999993 0.10785500000000002 -0.008624999999999999 0.085875000000000021 0.089605000000000018 0.098395000000000024 -0.077459999999999987 -0.021869999999999997 0.085790000000000019 0.086925000000000016 0.083715000000000026 0.085895000000000013 0.089765000000000011 1.0000000180025095e-35 0.09697500000000002 0.08517000000000001 0.51278000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 9 11 -10 -1 13 -13 16 -16 21 -18 19 20 -19 26 -23 25 -25 -24 28 -28 29 -14
right_child=-2 -3 -4 -5 -6 -7 7 -9 10 -11 -12 12 14 -15 15 -17 17 18 -20 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.001256859635032015 -0.00082352407537299502 0.001537943771108985 -0.0007954861170747468 0.0011301021801520383 -0.0012922172767243214 0.0014081926464790569 -9.6674314759352632e-05 0.0015078149989004369 0.00023019766920934554 0.0012959272999848639 -0.0013972784254561972 0.00086795106913233478 -1.9033001338003058e-05 -0.0024239370975798619 -0.0020337995666999463 0.00041286730207502849 0.0021468600469503412 -0.00010530277310560149 0.0016166227414151251 0.0013940163776472523 -0.002448787878860127 -0.0032994633523880375 0.00054370540931510428 0.0036428674166514119 -0.000339780714024197 -0.0027533238579992266 0.0032152077574706217 -0.00028726114716846494 -0.0009547078642450894 0.0012284752883715555
leaf_weight=20 23 20 31 23 21 21 27 23 23 21 27 31 2375 30 21 20 27 21 23 24 22 21 30 22 33 31 22 30 36 22
leaf_count=20 23 20 31 23 21 21 27 23 23 21 27 31 2375 30 21 20 27 21 23 24 22 21 30 22 33 31 22 30 36 22
internal_value=0 6.11397e-06 -3.83944e-06 4.21473e-06 -4.34857e-06 4.65751e-06 -5.22654e-06 0.000641391 -1.62534e-05 -5.28214e-06 -0.000648639 -1.48331e-05 -2.37856e-05 -0.00075101 -7.82847e-06 -0.000840304 4.63282e-06 0.000619823 0.000161711 -0.000337736 -0.0013043 -2.28184e-05 -0.000506571 -9.61704e-07 0.00125328 -0.00113183 3.85124e-06 0.00119455 -2.15974e-05 -7.5832e-06
internal_weight=0 3098 3078 3047 3024 3003 2982 50 2932 2882 50 2861 2841 61 2780 41 2739 117 90 67 43 2622 137 116 55 61 2485 52 2433 2397
internal_count=3121 3098 3078 3047 3024 3003 2982 50 2932 2882 50 2861 2841 61 2780 41 2739 117 90 67 43 2622 137 116 55 61 2485 52 2433 2397
is_linear=0
shrinkage=0.1


Tree=1266
num_leaves=31
num_cat=0
split_feature=471 1429 1426 1425 11 3 0 16 51 11 1426 156 1 1 16 10 9 13 39 133 133 1371 151 475 1447 0 0 4 2 0
split_gain=0.00164978 0.00286641 0.00395259 0.0020687 0.00216481 0.00784723 0.0092631 0.00407693 0.016268 0.0042396 0.00358367 0.00478258 0.00251399 0.003116 0.00420941 0.00233559 0.00534724 0.00491289 0.00403705 0.00229743 0.0170574 0.0130644 0.0116013 0.007659 0.00810771 0.00696418 0.0232441 0.02299 0.00942403 0.0198918
threshold=0.10693500000000002 -0.23752499999999996 -0.089244999999999977 0.10034500000000002 0.094350000000000003 -0.14477499999999996 -0.0058249999999999994 0.62925500000000012 -0.21316999999999997 0.087575000000000014 -1.0000000180025095e-35 0.12260000000000001 0.16540500000000002 0.14699000000000004 -0.062804999999999986 1.0000000180025095e-35 0.088235000000000022 -0.085584999999999981 0.087880000000000014 0.085760000000000017 0.086085000000000009 0.083235000000000017 -0.50641499999999995 -0.086279999999999982 -0.086279999999999982 -0.086234999999999992 -0.084804999999999978 -0.085594999999999991 0.084985000000000019 -0.088099999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 9 -9 10 -4 12 13 15 -15 16 19 -17 -19 22 -21 23 -12 -22 -25 27 -27 -26 -29 -30
right_child=-2 2 3 -5 5 -7 -8 8 -10 -11 11 -13 -14 14 -16 17 -18 18 -20 20 21 -23 -24 24 25 26 -28 28 29 -31
leaf_value=-0.0011703332228491837 0.00088335935891206783 0.0013691977514619274 -0.0012256056749417137 -0.00095224461047505233 -3.5106078333531821e-06 -0.0008711255509406329 0.0028723592165901903 0.00045700852625647233 -0.0031372551765525714 0.0012739623084109134 -0.0024043616467332913 0.0015050376144548259 0.00103159849025795 -0.0014963614175940165 0.00035300312854815276 0.0018040670462968677 -0.0016074797512763844 0.00087031284752099418 -0.0010723052360117437 0.0027601778080376489 0.0018444605041295289 -0.0023485837700057098 -4.0522421999342022e-05 -0.0017431370205789184 0.0035193039965330779 -0.0026427810080349445 0.00010073840258843429 -0.0016170695462885004 2.517172291561968e-05 0.0029879568416314823
leaf_weight=21 21 21 24 23 24 25 21 34 20 26 21 21 23 32 20 22 21 23 20 24 25 22 1833 24 24 33 481 24 141 27
leaf_count=21 21 21 24 23 24 25 21 34 20 26 21 21 23 32 20 22 21 23 20 24 25 22 1833 24 24 33 481 24 141 27
internal_value=0 -5.98406e-06 1.95726e-06 -7.4319e-06 -2.71865e-07 0.000549388 0.00133856 -1.32487e-05 -0.0008742 2.72228e-06 -8.7343e-06 1.47364e-06 -9.64427e-06 -1.81457e-05 -0.000785067 -3.7226e-06 -1.79828e-05 0.000588624 -3.32304e-05 -5.52313e-06 0.0001333 5.45923e-05 -6.72973e-05 0.000122461 6.53658e-05 0.000124823 -7.54019e-05 0.000601286 0.000236533 0.000501334
internal_weight=0 3100 3079 3058 3035 70 45 2965 54 2911 2885 2861 2840 2817 52 2765 2700 65 43 2679 825 801 1854 779 754 730 514 216 192 168
internal_count=3121 3100 3079 3058 3035 70 45 2965 54 2911 2885 2861 2840 2817 52 2765 2700 65 43 2679 825 801 1854 779 754 730 514 216 192 168
is_linear=0
shrinkage=0.1


Tree=1267
num_leaves=31
num_cat=0
split_feature=130 40 12 52 46 483 483 12 48 130 2 43 12 1204 130 130 4 1200 1204 1204 1204 131 131 16 130 130 43 2 42 43
split_gain=0.00155176 0.00475993 0.00222953 0.00628928 0.00330435 0.0017955 0.00283119 0.00201288 0.00628552 0.00747263 0.00445594 0.00738616 0.00537107 0.00402908 0.00352535 0.00280657 0.00699397 0.00290673 0.0041726 0.00554506 0.00579845 0.00269583 0.00510408 0.00593779 0.0034188 0.00463639 0.00406059 0.00726605 0.00642918 0.00408494
threshold=-0.22699999999999995 -0.23755499999999996 0.12757000000000002 0.095415000000000014 -0.043074999999999995 -0.47356499999999996 -0.36538499999999996 0.10866500000000003 0.086425000000000016 0.096010000000000012 0.10381000000000001 -0.065269999999999981 0.11418000000000002 0.057120000000000011 0.12303500000000002 0.10383500000000001 1.0000000180025095e-35 0.089625000000000024 -0.085424999999999987 -0.082884999999999986 -0.081079999999999985 0.11657500000000001 0.11863000000000001 -0.06421499999999998 0.095135000000000011 0.091705000000000023 0.13895500000000002 0.098035000000000011 0.10705500000000003 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 -7 13 9 10 11 -9 -12 14 15 17 -17 18 -8 -20 -21 24 -23 -24 25 26 29 28 -28 -22
right_child=1 2 3 -5 5 6 7 8 -10 -11 12 -13 -14 -15 -16 16 -18 -19 19 20 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00076932392190568735 0.001380723367445171 0.0011297682309165025 -0.0015036295513923773 0.00056246434575698981 -0.00084638515207916497 0.0011098149467927768 -0.00088927644404369259 -0.00059879483993757862 -0.0012975331535562875 0.0020537993371752754 0.00063408354075032876 0.0017667018254569761 -0.001508303765906021 -0.001313303415615034 0.0010661174349176387 0.00021055602316183094 -0.0020190631961061931 0.0010432715688903746 0.001328280300743157 -0.0016337067862464624 -2.2455885107487185e-05 0.0019606767323239183 0.0011536460840337289 -0.0010948481296351098 -0.00098756413596371817 0.0014071963565505071 -0.00064190281524095056 0.0017919753695262925 0.0014987752016168089 -0.00078259319133182662
leaf_weight=26 25 26 34 26 25 23 54 22 20 28 22 33 25 24 30 34 24 26 31 22 2241 20 24 23 36 23 47 34 20 73
leaf_count=26 25 26 34 26 25 23 54 22 20 28 22 33 25 24 30 34 24 26 31 22 2241 20 24 23 36 23 47 34 20 73
internal_value=0 6.46282e-06 -4.72823e-06 -0.000608322 7.30354e-06 -2.47665e-06 4.65337e-06 -4.00423e-06 0.000352838 0.000606741 0.000209509 0.000820503 -0.000505484 -2.32168e-05 -1.20068e-05 -2.38456e-05 -0.000712045 -8.91836e-06 -1.92495e-05 -1.13794e-06 -1.72175e-05 -3.22195e-06 0.00062268 5.33191e-05 -2.01724e-05 -5.88769e-06 -1.93456e-05 0.000601319 -2.89445e-06 -4.6436e-05
internal_weight=0 3095 3070 60 3010 2984 2959 2936 150 130 102 55 47 2786 2762 2732 58 2674 2648 2594 2563 2541 67 47 2474 2438 2415 101 67 2314
internal_count=3121 3095 3070 60 3010 2984 2959 2936 150 130 102 55 47 2786 2762 2732 58 2674 2648 2594 2563 2541 67 47 2474 2438 2415 101 67 2314
is_linear=0
shrinkage=0.1


Tree=1268
num_leaves=31
num_cat=0
split_feature=45 132 1204 133 400 0 42 12 133 400 132 400 1208 50 1208 131 160 402 16 131 16 52 1210 403 1212 15 15 479 130 12
split_gain=0.00171712 0.00163614 0.00334467 0.00174625 0.00238994 0.00896333 0.0130209 0.0106503 0.00471278 0.00428525 0.0237244 0.00395567 0.00261739 0.0107726 0.0351314 0.00225041 0.00401278 0.00410989 0.00350273 0.00219455 0.00753814 0.00781254 0.00558369 0.0152403 0.0240631 0.00334061 0.00890709 0.0052248 0.00408932 0.00522231
threshold=-1.0000000180025095e-35 -0.43443999999999999 0.057120000000000011 -0.54084999999999994 -0.082339999999999983 -0.082974999999999979 -0.088249999999999981 0.089300000000000004 -0.012979999999999998 -0.064794999999999978 -0.083284999999999984 -0.0031999999999999993 0.097165000000000015 0.089465000000000017 0.10837500000000001 0.11657500000000001 -1.0000000180025095e-35 -0.40883999999999993 0.67964000000000013 0.099565000000000015 -0.085254999999999984 0.084505000000000011 -0.083289999999999989 -0.0076149999999999994 0.030370000000000005 0.12044500000000001 0.13592500000000005 0.11198500000000002 -0.22461999999999996 0.11903500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 8 -5 10 -6 -11 15 14 -14 18 -17 -18 19 22 -21 -22 23 24 -13 27 -27 28 -24 -30
right_child=1 2 -4 4 9 6 -8 -9 -10 11 -12 12 13 -15 -16 16 17 -19 -20 20 21 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00086085506633895895 -0.00063722518844327005 0.00075219031498436966 0.001215958920226473 -0.0014108591044701083 0.0033908092448572541 0.00038665318861603738 -0.003007234004326165 0.0022156185668427497 0.00053709045700404956 -0.0011060379489208573 -0.00099744668238729763 0.0043207383287292194 -0.0045733561643282886 0.001279758221935481 0.0012175446181737987 -0.00050377268420086934 0.00013795935083180667 0.0019902180298231541 -0.0011907909276487772 0.0007195520599259798 -0.00023932738607100243 -0.0027066522189194246 -0.0012436657633560781 -0.00080864786305615021 -0.00036123055449154766 0.0021301364862463543 4.2244667877509656e-05 -0.0015110373071840278 -4.9785556572667464e-06 0.0010182111874718093
leaf_weight=23 39 31 23 27 22 20 26 20 23 32 28 23 20 20 22 23 23 25 24 33 33 21 26 31 21 27 84 23 2277 51
leaf_count=23 39 31 23 27 22 20 26 20 23 32 28 23 20 20 22 23 23 25 24 33 33 21 26 31 21 27 84 23 2277 51
internal_value=0 6.39113e-06 1.45968e-05 5.49554e-06 -2.20747e-06 -0.000447265 -0.00153163 0.000265318 -0.000514802 1.56626e-05 0.000933386 -5.00172e-07 1.2103e-05 -0.000630419 -0.00154003 2.66154e-05 0.000582278 0.00110268 1.18614e-05 2.27534e-05 -0.000471176 -0.00119884 3.95196e-05 0.000889641 0.00208616 1.3893e-05 0.00055011 -1.11471e-05 3.50777e-06 1.74367e-05
internal_weight=0 3098 3059 3036 3005 116 46 70 50 2889 50 2839 2807 62 42 2745 71 48 2674 2650 87 54 2563 75 44 2488 111 2377 2354 2328
internal_count=3121 3098 3059 3036 3005 116 46 70 50 2889 50 2839 2807 62 42 2745 71 48 2674 2650 87 54 2563 75 44 2488 111 2377 2354 2328
is_linear=0
shrinkage=0.1


Tree=1269
num_leaves=31
num_cat=0
split_feature=45 1420 157 1429 1429 157 1429 472 1429 155 16 16 4 3 0 0 0 133 42 133 133 159 160 42 51 12 13 51 16 16
split_gain=0.00140396 0.00138488 0.00427356 0.00206727 0.00589791 0.00395009 0.00295157 0.00309836 0.00266633 0.00363943 0.00225519 0.0127535 0.0124749 0.00479408 0.00607347 0.00757489 0.00666045 0.00592768 0.0125533 0.0118185 0.0113831 0.00832086 0.00785675 0.00570004 0.00551528 0.00491828 0.00798234 0.00489852 0.00598968 0.0121506
threshold=-0.067109999999999989 0.056520000000000008 0.63397500000000007 0.094630000000000006 0.091545000000000015 -0.06482499999999998 0.088105000000000017 1.0000000180025095e-35 -0.23752499999999996 0.13850000000000004 0.0028900000000000006 -0.0007049999999999999 -0.0070899999999999991 -0.24163499999999996 -0.043914999999999989 -0.057069999999999989 -0.030209999999999997 0.089200000000000015 -0.086739999999999998 0.086910000000000015 0.081415000000000015 0.091235000000000024 -0.069549999999999987 0.088795000000000013 -0.088764999999999983 0.095780000000000018 -0.07965499999999999 -0.15042499999999998 0.26799500000000004 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 7 8 -2 10 11 -10 -13 -12 15 17 -16 19 -19 20 21 22 -15 -23 -17 26 -20 -18 29 -29
right_child=1 -3 -4 5 -6 -7 -8 -9 9 -11 13 12 -14 14 16 24 27 18 25 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00081489528307602524 -0.0011507965961936862 -0.00076756220432403302 0.001468313264194876 0.00024380137695482484 0.0016441205796912653 -0.0014667517361144915 -0.0011532484109259466 0.0011178793013095856 6.5068673403978505e-06 0.0013194924187181253 -0.0014665749631132242 -5.1867947030555589e-05 0.0027910125570832119 -0.00089721576503773285 0.0018940613940358162 -0.00066156944131331617 -0.00096793379052542152 -0.0029659771626549111 -0.0012106757155958226 0.0017617813634609087 -0.0024407671543303878 -0.0022331441956339403 0.00066374433564179471 2.2807658561283635e-05 -0.0027131616929546003 -0.0011854052085962193 0.0011946770560776665 0.00087382840138161555 0.0016010918709980617 -0.0014359228480720454
leaf_weight=21 20 23 20 27 22 27 22 25 2149 21 27 29 33 41 25 38 32 21 22 37 20 24 151 21 20 36 37 62 32 36
leaf_count=21 20 23 20 27 22 27 22 25 2149 21 27 29 33 41 25 38 32 21 22 37 20 24 151 21 20 36 37 62 32 36
internal_value=0 5.52025e-06 1.12989e-05 1.76658e-06 1.27939e-05 -0.000611475 7.54598e-07 9.33455e-06 -1.11132e-07 7.7865e-06 -1.73504e-06 4.7301e-05 0.00146128 -0.000160707 -0.000106877 -0.000299361 0.000374849 -0.000148045 -0.000753379 9.07946e-05 -0.000149775 4.35572e-05 0.000330414 -0.00118037 -0.00136902 -0.000264278 0.000297766 0.000140402 0.000413224 2.53484e-05
internal_weight=0 3100 3077 3057 3003 54 2981 2959 2934 2914 2893 2211 62 682 655 468 187 410 116 294 257 237 192 45 58 95 59 162 130 98
internal_count=3121 3100 3077 3057 3003 54 2981 2959 2934 2914 2893 2211 62 682 655 468 187 410 116 294 257 237 192 45 58 95 59 162 130 98
is_linear=0
shrinkage=0.1


Tree=1270
num_leaves=31
num_cat=0
split_feature=106 33 34 2 2 39 9 9 120 12 16 4 457 15 15 42 4 133 52 45 3 51 401 2 3 16 2 1208 403 15
split_gain=0.00138322 0.00168323 0.00200411 0.00348485 0.0102832 0.0176255 0.00590368 0.00404354 0.00212332 0.00370925 0.00184307 0.0113906 0.00492133 0.00481971 0.00688892 0.00661009 0.00471317 0.0157197 0.0289368 0.00555376 0.00531194 0.00651847 0.00518114 0.00403814 0.0105563 0.0150126 0.00988463 0.00926014 0.013162 0.0174114
threshold=0.088100000000000012 -0.012019999999999998 -0.085739999999999983 -0.013254999999999998 -0.15339499999999998 0.087015000000000009 -0.036024999999999995 0.092890000000000014 0.093680000000000013 0.22926500000000002 -0.18708499999999997 0.022185000000000003 0.09228500000000002 0.083195000000000005 -0.03241999999999999 0.090395000000000017 0.076415000000000025 -1.0000000180025095e-35 -1.0000000180025095e-35 0.094030000000000016 -0.072199999999999986 -0.070629999999999984 0.085605000000000014 0.08919500000000001 0.088060000000000013 0.083160000000000026 0.088850000000000012 0.099975000000000008 -0.5341999999999999 0.087685000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 -5 -4 9 10 11 -8 13 14 -13 -15 19 22 20 23 -19 -22 -18 24 26 -26 27 28 29 -12
right_child=-2 2 3 6 5 -7 8 -9 -10 -11 16 12 -14 15 -16 -17 17 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00079288539493939402 0.00065408211773956284 -0.00082720671549583948 0.00060297597554467971 -0.0016437064030800355 0.0032017472473069514 -0.00055183044294773774 -0.002533567899372429 -0.0012326754188896824 -0.00097809030505066575 0.0013651841152386626 0.00019850759847980481 -0.00023817710909362951 0.00099465972131216208 0.0015238953821332844 -0.0020956639539111747 -0.00071388066452610392 -0.001929882374824956 0.0015136185544542969 0.0038183255290101855 -0.0014313179343136855 -0.0016466024620256023 0.00066450609883759179 0.00022952246363274755 0.00016148748129136796 -0.0036406038067070771 0.00023400581907480957 -0.0016427531973213741 0.0017924816946366003 1.7222026098530111e-05 -0.0037365260660987007
leaf_weight=27 32 29 21 22 29 22 20 28 22 20 23 216 38 33 22 22 25 20 31 27 23 26 20 1014 20 20 38 28 1181 22
leaf_count=27 32 29 21 22 29 22 20 28 22 20 23 216 38 33 22 22 25 20 31 27 23 26 20 1014 20 20 38 28 1181 22
internal_value=0 -6.77586e-06 1.55866e-07 8.06669e-06 0.00058858 0.00158256 -1.17258e-05 -0.000445968 6.07975e-07 8.06085e-06 -1.39975e-06 -0.000216074 -7.60442e-05 -0.000214907 -0.000409878 0.000628785 2.85251e-05 0.000581994 0.00128046 -5.29417e-06 0.000140256 -0.0004203 -0.000970147 1.11179e-05 -0.000103353 -0.0017033 -5.38187e-05 -5.66922e-06 -4.67363e-05 -0.00172529
internal_weight=0 3089 3062 3033 100 51 2933 49 2911 2889 2869 351 331 293 238 55 2518 145 100 2373 69 49 45 2346 1332 40 1292 1254 1226 45
internal_count=3121 3089 3062 3033 100 51 2933 49 2911 2889 2869 351 331 293 238 55 2518 145 100 2373 69 49 45 2346 1332 40 1292 1254 1226 45
is_linear=0
shrinkage=0.1


Tree=1271
num_leaves=31
num_cat=0
split_feature=1208 16 402 1208 0 1 0 1 2 1 1 16 15 40 0 52 160 121 47 123 49 159 15 133 11 14 33 0 4 0
split_gain=0.0017455 0.0155807 0.00431312 0.0136191 0.00157968 0.0137657 0.00593047 0.00678863 0.0118284 0.00702067 0.0142304 0.0059952 0.00409629 0.0051075 0.00497996 0.012883 0.0304044 0.00895413 0.00782217 0.00603626 0.0064846 0.00677846 0.0085531 0.00823196 0.0062858 0.00394046 0.0039685 0.0120534 0.0238013 0.00489726
threshold=0.106285 -0.072359999999999994 0.2506000000000001 0.094315000000000024 -0.15599999999999997 0.082005000000000008 -0.26609999999999995 0.087325000000000014 0.090790000000000023 0.10439500000000002 0.111945 -0.50690499999999983 -0.56020999999999987 -0.24290999999999999 -0.10224499999999999 0.084735000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 0.09364500000000002 0.084995000000000015 0.099465000000000012 0.091070000000000012 -0.09551999999999998 -0.010614999999999998 0.076560000000000003 0.018475000000000002 -0.012019999999999998 -0.099059999999999995 0.065520000000000009 -0.097274999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 -8 -9 -10 -11 -12 -6 -14 15 18 -17 -16 19 20 21 22 23 -15 -24 26 -19 28 -28 -29
right_child=1 -3 -4 -5 12 6 7 8 9 10 11 -13 13 14 17 16 -18 25 -20 -21 -22 -23 24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0024219460328682683 -0.0019429848464824319 0.001615008923690766 -0.0011834347861198087 0.0024456719705915971 0.0012078205658191885 -0.0014634565629530699 -0.0010299192867367654 0.0025677790075702514 -0.001032398425434765 0.0026636591578911369 0.00071754416203475559 -0.0012861129486866829 -0.0015475053911690009 0.00048700294877483468 0.0018113354335322846 -0.00011291926181002054 -0.0048882009193766864 -0.0012812161392345013 -0.0014488107517339616 -0.00099866202799603343 -0.0012536306906005613 -0.00079549968068022287 -0.00023810077601269831 0.0030614910431689137 0.0014686514142780536 -0.0012363030947744847 0.0041055324443039446 -0.0011496179256937466 -0.00060113202727569103 2.6082834879532439e-05
leaf_weight=26 32 20 30 23 27 25 37 23 38 24 32 28 22 23 28 40 20 23 37 41 23 32 71 27 31 25 21 36 22 2234
leaf_count=26 32 20 30 23 27 25 37 23 38 24 32 28 22 23 28 40 20 23 37 41 23 32 71 27 31 25 21 36 22 2234
internal_value=0 -0.000574526 9.73455e-06 2.15131e-05 3.0265e-06 0.000253146 -1.92637e-05 0.000179114 0.000487627 9.54666e-05 0.000605691 -0.000217496 -1.79142e-05 -2.99224e-05 -1.77107e-05 -0.000372861 -0.00170468 3.35772e-05 -9.24781e-05 0.000109878 0.000329444 0.000527328 0.000805818 0.00187723 0.000280618 1.24941e-05 2.58588e-05 3.88561e-05 0.00169747 7.43736e-06
internal_weight=0 52 3069 3039 3016 233 207 182 145 122 84 60 2783 2756 2734 345 60 2389 285 248 207 184 152 50 102 2361 2336 2313 43 2270
internal_count=3121 52 3069 3039 3016 233 207 182 145 122 84 60 2783 2756 2734 345 60 2389 285 248 207 184 152 50 102 2361 2336 2313 43 2270
is_linear=0
shrinkage=0.1


Tree=1272
num_leaves=31
num_cat=0
split_feature=1208 1208 52 1209 1210 402 403 401 2 1210 128 38 1209 131 130 400 132 0 1210 1210 132 43 3 1204 12 133 2 4 16 4
split_gain=0.00175404 0.00331466 0.0121077 0.0083008 0.00197459 0.00867564 0.0104764 0.00215939 0.00309062 0.00222776 0.00198241 0.00458211 0.0022815 0.00347261 0.00545038 0.00504776 0.00239035 0.00337088 0.00209664 0.00465483 0.00258375 0.0259832 0.0134935 0.0131695 0.00547747 0.0030648 0.00527791 0.00241859 0.0111276 0.00618852
threshold=0.12461500000000002 0.099975000000000008 0.060015000000000006 -0.094304999999999986 -0.083289999999999989 -0.086719999999999978 -0.0064299999999999991 0.11916500000000001 0.097845000000000015 0.014175000000000002 0.11876500000000001 0.11100500000000002 0.10183000000000002 -0.076979999999999979 0.12884500000000002 0.12046500000000002 -0.17118499999999998 -0.090809999999999988 -0.079504999999999978 -0.065674999999999983 -0.083284999999999984 -0.011694999999999999 -0.084319999999999992 -0.08130999999999998 0.087535000000000016 -0.46007999999999999 0.089775000000000008 -0.077679999999999985 -0.15241499999999997 -0.076779999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -7 9 -9 10 11 12 13 -6 15 16 17 -15 -18 -20 21 -21 24 -22 -23 26 -25 28 -27 -29
right_child=-2 2 -4 4 7 6 -8 8 -10 -11 -12 -13 -14 14 -16 -17 18 -19 19 20 23 22 -24 25 -26 27 -28 29 -30 -31
leaf_value=-0.0018989706614419171 -0.00093348849855829036 0.0025266253378834914 -0.00079104997408152979 -0.0007850500060929775 0.0012569284159160983 0.0027630428988486529 -7.7856067326609736e-05 8.2063300700004532e-05 -0.001579105572420217 0.00090903498518552319 0.00071392790732237419 -0.00152145107742399 -0.001016841242513196 0.00012465419269920816 -0.0013925469596870244 0.0015184015006525443 -0.0007830349481523489 -0.0016893518983852119 0.0015388171991799029 0.0035299873910844327 -0.0025675725063774735 -0.00061750908692677819 -0.00253015327089954 0.0018885860978828176 0.0014587792865414586 -0.0024296058829696406 -0.00025372369386984604 0.0017629440585594802 -9.2963883142281362e-05 3.5946785271855263e-05
leaf_weight=23 20 22 22 33 22 25 27 24 21 27 38 20 22 21 28 22 33 20 20 22 20 24 21 23 27 21 23 21 691 1738
leaf_count=23 20 22 22 33 22 25 27 24 21 27 38 20 22 21 28 22 33 20 20 22 20 24 21 23 27 21 23 21 691 1738
internal_value=0 6.02055e-06 0.000867788 -6.38303e-06 7.96421e-06 0.000483145 0.00128796 -5.73208e-06 -0.000693149 4.92004e-06 -3.56488e-06 -1.31685e-05 -2.46768e-06 5.51095e-06 -4.4102e-06 9.73899e-06 -2.44104e-06 -0.000760227 9.13468e-06 1.89957e-05 7.44252e-06 0.000522269 -0.000396756 -1.16327e-05 0.000481702 8.67676e-06 0.000817431 -6.37897e-06 -0.000161882 5.65647e-05
internal_weight=0 3101 44 3057 3034 85 52 2949 45 2904 2877 2839 2819 2797 2775 2747 2725 41 2684 2651 2631 94 72 2537 51 2517 46 2471 712 1759
internal_count=3121 3101 44 3057 3034 85 52 2949 45 2904 2877 2839 2819 2797 2775 2747 2725 41 2684 2651 2631 94 72 2537 51 2517 46 2471 712 1759
is_linear=0
shrinkage=0.1


Tree=1273
num_leaves=31
num_cat=0
split_feature=33 1208 2 402 1208 1209 401 1213 42 43 12 1213 1212 1212 1210 1212 1213 133 1212 1452 1455 1213 1212 1213 132 1210 1209 1210 1213 1213
split_gain=0.00169552 0.00164905 0.0113059 0.00392877 0.0152342 0.00202704 0.00250249 0.00566296 0.010847 0.00671931 0.00355756 0.00351194 0.00341906 0.00399607 0.00426976 0.00369957 0.00361535 0.00880949 0.00689934 0.00598554 0.00300219 0.00280045 0.00648795 0.00530052 0.00424668 0.00380406 0.00379169 0.00432168 0.00555686 0.00754378
threshold=-0.018454999999999996 0.10383000000000002 0.090935000000000016 0.2506000000000001 0.092250000000000013 -0.092099999999999987 0.097145000000000023 -0.42295499999999991 -0.085499999999999979 0.0047850000000000011 0.09474500000000001 -0.50340999999999991 -0.14780999999999997 -0.089079999999999979 -0.087109999999999979 -0.063924999999999996 -0.086979999999999988 -0.011534999999999998 0.086920000000000011 -0.069739999999999983 -0.24112999999999998 -0.082414999999999974 0.08815000000000002 -0.080769999999999995 -0.43443999999999999 -0.078184999999999991 -0.077594999999999983 -0.051429999999999997 -0.021674999999999996 -0.0068949999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 11 -8 -9 10 -10 -7 -13 -14 -15 -16 17 18 -17 -18 -21 22 -22 -23 -25 -26 -27 -28 -29 -30
right_child=1 2 -4 -5 -6 6 7 8 9 -11 -12 12 13 14 15 16 19 -19 -20 20 21 23 -24 24 25 26 27 28 29 -31
leaf_value=0.00082022958341985942 0.00097542240761131762 -0.0019799929069579648 0.00081400785672788823 -0.0011352475895546378 0.0027655406342819333 0.0013298950332682581 -0.0017269356568619884 -0.001797453677084247 0.001692479042103514 -0.00099131018584805788 6.96660314464349e-05 -0.0010617910325527193 0.0011594044182857033 -0.0011316449977598635 0.0012235953020863237 0.0011313219798640126 -0.0013979095980645188 0.0023105423958243235 -0.0014638795994687825 0.00099446572227558736 0.00032562656793743371 0.0013961362209455629 -0.0020289957515408539 -0.0012838950890139901 -0.0013393347229187689 0.0013835901743732395 -0.0013069700011983515 0.0013236086364486256 -0.0019369506137445571 1.3424100378747241e-05
leaf_weight=25 21 28 30 30 20 20 27 28 35 22 22 30 30 33 25 21 31 23 20 30 25 27 22 26 21 20 25 32 20 2352
leaf_count=25 21 28 30 30 20 20 27 28 35 22 22 30 30 33 25 21 31 23 20 30 25 27 22 26 21 20 25 32 20 2352
internal_value=0 -6.6233e-06 -0.00053482 3.46078e-06 1.48176e-05 -3.59423e-06 -1.05236e-05 -0.000432801 -0.000106244 0.000493172 0.00106613 9.45004e-06 6.18748e-08 1.15084e-05 -1.00049e-06 1.27169e-05 1.48425e-06 0.000744104 -0.00013463 -1.65802e-05 -1.10536e-07 -1.17204e-05 -0.000776537 2.5271e-06 -1.2548e-05 8.34604e-07 1.23265e-05 1.03569e-06 1.46381e-05 -3.02088e-06
internal_weight=0 3096 58 3038 3008 2988 2967 134 107 79 57 2833 2813 2783 2753 2720 2695 64 41 2631 2600 2570 47 2523 2496 2470 2449 2429 2404 2372
internal_count=3121 3096 58 3038 3008 2988 2967 134 107 79 57 2833 2813 2783 2753 2720 2695 64 41 2631 2600 2570 47 2523 2496 2470 2449 2429 2404 2372
is_linear=0
shrinkage=0.1


Tree=1274
num_leaves=31
num_cat=0
split_feature=1208 2 1210 12 12 42 1210 1209 3 3 1372 403 12 12 3 484 12 156 16 1 2 16 4 52 2 130 12 12 52 3
split_gain=0.00152507 0.00865861 0.00143631 0.00998299 0.0249688 0.0050264 0.00176499 0.00289481 0.0020457 0.0129327 0.0100317 0.00928211 0.00626159 0.0141413 0.00828923 0.0228564 0.0105972 0.0091523 0.00678864 0.00571935 0.0195662 0.0065491 0.00600106 0.00646452 0.0083639 0.00565149 0.0144096 0.00584714 0.00761663 0.00587429
threshold=0.098655000000000007 0.090935000000000016 -0.083289999999999989 0.085565000000000016 0.087625000000000022 0.094525000000000012 -0.079504999999999978 -0.084629999999999997 -0.086274999999999977 -0.086769999999999986 -0.065504999999999994 -0.5341999999999999 0.089300000000000004 0.089795000000000014 -0.087429999999999994 0.068975000000000009 0.088245000000000004 0.087515000000000009 0.13751500000000003 0.089175000000000018 0.092635000000000009 -0.50859499999999991 -0.14098499999999997 0.0046550000000000003 0.085155000000000022 0.09721500000000001 0.095780000000000018 0.10711000000000002 0.093665000000000012 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 -4 -8 9 12 -10 -12 14 -14 16 -16 17 18 19 20 22 -21 -9 -24 -25 27 -27 28 -15 -29
right_child=1 -3 6 4 5 -7 7 8 10 -11 11 -13 13 25 15 -17 -18 -19 -20 21 -22 -23 23 24 -26 26 -28 29 -30 -31
leaf_value=-0.0011698402061954077 -0.0015589450526749715 0.00071695174647175015 -0.00071847368244026951 0.0040188533021137118 -0.0010151005780589285 0.0010455892770551145 0.00098345834412612017 -0.0015808522479519957 -0.0021821306976066396 0.0019050527624084425 -0.0018112904857844115 -9.2379845717296261e-06 0.0024940561262025897 0.0003253291796908185 0.00069461314048132174 -0.0038139130666174671 -0.0015909197479387087 0.0017206953278218863 -0.0013075226066958797 0.00044326760922558611 0.0031609966958719518 -0.0019845279774162918 0.00098143209368355372 0.00030627035235006414 -0.0015965523821774475 -0.0028958559897728268 0.00064556265456808942 0.00033812003317647255 0.0019580139087117983 -0.0014899788686307148
leaf_weight=29 35 32 34 20 29 20 30 21 22 39 29 1989 28 213 23 22 41 32 38 20 22 25 67 77 33 20 27 39 33 32
leaf_count=29 35 32 34 20 29 20 30 21 22 39 29 1989 28 213 23 22 41 32 38 20 22 25 67 77 33 20 27 39 33 32
internal_value=0 -0.00047195 1.03538e-05 0.000386996 0.00104132 -0.000174003 -2.13293e-06 6.20231e-06 -3.9352e-06 0.000126207 -5.82886e-05 -3.51347e-05 4.08745e-05 0.000328479 -0.000226918 -0.00150956 -7.34112e-05 0.000112314 -5.75483e-05 0.000121693 0.000331803 -0.000905508 1.74477e-05 0.000207076 -0.000264576 0.000161896 -0.000861424 0.000313618 0.000544348 -0.000485812
internal_weight=0 67 3054 98 69 49 2956 2922 2892 852 2040 2018 813 392 421 45 376 335 303 265 220 45 198 177 110 364 47 317 246 71
internal_count=3121 67 3054 98 69 49 2956 2922 2892 852 2040 2018 813 392 421 45 376 335 303 265 220 45 198 177 110 364 47 317 246 71
is_linear=0
shrinkage=0.1


Tree=1275
num_leaves=31
num_cat=0
split_feature=34 34 39 39 11 120 12 9 1 2 376 13 39 38 1 47 1 50 50 12 160 49 475 50 12 51 0 479 481 481
split_gain=0.00138857 0.00549686 0.00644901 0.00538466 0.00534653 0.0020684 0.00374329 0.00164541 0.0105483 0.00277544 0.00187261 0.00272962 0.00269726 0.00443476 0.00212957 0.00524272 0.0050805 0.0019391 0.00850195 0.00506235 0.00636072 0.00515838 0.00951425 0.00658748 0.00758051 0.00583072 0.00276208 0.0027203 0.00425316 0.00504965
threshold=-0.057544999999999992 -0.081829999999999986 0.086040000000000019 0.089790000000000023 -1.0000000180025095e-35 0.093680000000000013 0.22926500000000002 0.089995000000000006 0.13332000000000002 -0.080614999999999978 -0.11750499999999998 0.41383500000000001 0.10616500000000001 0.10657000000000001 0.14699000000000004 0.13148500000000005 0.12456000000000002 0.10861000000000003 0.10583000000000002 0.083985000000000018 -1.0000000180025095e-35 -0.007794999999999999 -0.029109999999999997 0.11768500000000003 0.094375000000000014 0.13455000000000003 -0.087794999999999998 0.10713500000000002 -0.15265499999999996 -0.095944999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 6 7 9 -9 -6 -11 12 14 -14 15 17 -17 18 27 20 -19 -21 -23 24 26 -25 -24 28 -12 -30
right_child=4 -3 3 -5 5 -7 -8 8 -10 10 11 -13 13 -15 -16 16 -18 19 -20 21 -22 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0011518159989199991 -0.0015657313390296291 0.0018045225557649419 0.0018170755580523173 -0.00020236659442044556 0.00094701136882987711 -0.00096714930312538693 0.0013056392178193413 -0.0019959240984171629 0.0010064028614909727 0.00095996493124403067 -0.0012917221017022921 0.0010985256295084995 -0.0013742968962307915 0.00045427298395051848 -0.00088944658680163594 8.4914487746098779e-05 0.0022641717031365262 6.6066678555216641e-05 0.0017154658768237731 0.0010565394260886344 -0.0023486092938886337 -0.001882298500277102 -0.00070751985175926781 0.0015766165681674869 -0.0022934930132968083 -6.6371253773535571e-05 0.0008836765297746751 0.00088110963046989031 0.0015022448634474793 -1.9923785337402343e-05
leaf_weight=31 22 21 23 31 31 22 22 25 22 20 26 22 36 21 27 23 20 20 29 34 24 31 24 36 21 54 20 34 22 2327
leaf_count=31 22 21 23 31 31 22 22 25 22 20 26 22 36 21 27 23 20 20 29 34 24 31 24 36 21 54 20 34 22 2327
internal_value=0 0.000355736 -2.19909e-06 0.000657766 -1.25068e-05 -1.08986e-06 6.06373e-06 -3.63131e-06 -0.00059058 5.87475e-06 -4.2873e-06 -1.10516e-05 -1.96803e-05 -0.000700613 -5.67848e-06 3.01432e-06 0.00109852 -1.44197e-05 1.3457e-05 -0.000271857 -0.00125103 -7.6023e-05 -0.000283051 3.6799e-05 -0.000730312 0.000590824 1.57512e-05 -7.03209e-06 -1.97465e-05 -5.66763e-06
internal_weight=0 106 85 54 3015 2993 2971 2949 47 2902 2871 2851 2829 57 2772 2745 43 2702 2438 264 44 220 186 155 65 90 44 2409 2375 2349
internal_count=3121 106 85 54 3015 2993 2971 2949 47 2902 2871 2851 2829 57 2772 2745 43 2702 2438 264 44 220 186 155 65 90 44 2409 2375 2349
is_linear=0
shrinkage=0.1


Tree=1276
num_leaves=31
num_cat=0
split_feature=0 2 160 0 150 51 49 47 2 0 43 2 13 52 0 150 150 42 14 39 367 40 1455 43 1455 456 456 1 151 52
split_gain=0.00140183 0.0120194 0.0111672 0.00447 0.00448356 0.00426737 0.00430917 0.00465507 0.00393718 0.00343051 0.0143667 0.00587534 0.00769729 0.00632861 0.00399975 0.00284001 0.0079434 0.00587748 0.00344916 0.00394707 0.00521948 0.00502846 0.00323387 0.0103912 0.00793815 0.00305746 0.00656063 0.00506549 0.00445408 0.00825119
threshold=-0.15599999999999997 0.086100000000000024 0.10830500000000001 -0.26609999999999995 0.095950000000000021 0.084745000000000015 -0.0072499999999999986 0.079855000000000023 0.11548000000000001 -0.14116499999999996 0.0010100000000000003 0.10559 -0.010384999999999998 -0.075329999999999994 -0.14832499999999996 0.12765500000000005 0.11819500000000001 0.089535000000000017 0.057600000000000005 -0.020804999999999994 -0.0098099999999999975 0.12493000000000001 0.10268500000000001 -0.012164999999999999 0.090900000000000022 0.089235000000000023 0.091580000000000009 0.10374500000000002 -0.0038099999999999996 0.0046550000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 -8 10 11 12 14 -13 -2 16 18 -17 19 20 -11 22 24 -24 25 28 -27 -28 29 -21
right_child=9 2 -4 4 -6 -7 7 -9 -10 15 -12 13 -14 -15 -16 17 -18 -19 -20 21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0019162017839335023 0.00046493874563436423 -0.0010878588405224341 -0.0023106439039111137 -0.0011976012697102437 0.0015239802555048042 0.0014263195352950356 0.00060553322334519846 0.0012242701828169328 -0.0012287250757217407 0.00028721751470584423 -0.0029124965481016609 0.00024894106551073494 0.0014533225747168457 -0.002208892578280277 -0.001486799490105893 -0.0020428232196718454 0.0017924333200207911 0.00038152723849634642 -0.0012749307356508715 0.00024620552338896925 -0.0018801623997278514 0.0016072508506476881 6.954742509721763e-05 -0.0025207042938009613 0.0016257564482774827 -0.0021623877587262541 -0.00076609382687476335 0.0011784351392028233 -1.5042578724408926e-05 0.0022195808488227752
leaf_weight=36 21 24 20 28 28 21 22 30 25 20 21 20 38 22 21 20 25 20 21 269 25 20 59 21 31 20 37 21 2112 23
leaf_count=36 21 24 20 28 28 21 22 30 25 20 21 20 38 22 21 20 25 20 21 269 25 20 59 21 31 20 37 21 2112 23
internal_value=0 0.000235405 -7.01942e-05 0.000181542 0.00037937 0.000125013 -0.000135249 0.000251061 -0.000370136 -1.90803e-05 -0.000496588 -8.07347e-05 0.00042209 -0.0010385 -0.00051093 5.8044e-06 1.8178e-05 -0.000830648 1.62088e-06 1.17065e-05 -0.000916882 2.76983e-05 1.55151e-05 -0.000610394 3.54405e-05 1.55776e-05 -0.000600591 -6.20402e-05 3.55698e-05 0.000401643
internal_weight=0 234 198 178 154 126 105 77 47 2887 143 122 80 42 42 2744 2704 40 2679 2658 45 2613 2593 80 2513 2482 78 58 2404 292
internal_count=3121 234 198 178 154 126 105 77 47 2887 143 122 80 42 42 2744 2704 40 2679 2658 45 2613 2593 80 2513 2482 78 58 2404 292
is_linear=0
shrinkage=0.1


Tree=1277
num_leaves=31
num_cat=0
split_feature=1203 132 4 1208 50 1208 1203 0 131 1203 1210 12 12 16 1213 15 1210 131 160 16 1203 1204 3 3 484 0 13 0 51 0
split_gain=0.001371 0.0221776 0.0154469 0.00226012 0.00919988 0.0262015 0.00221657 0.0102508 0.00203913 0.00307355 0.00281804 0.00931699 0.023976 0.0157104 0.0105654 0.00639645 0.00243296 0.00302864 0.00425416 0.00260314 0.00255222 0.00372503 0.0028508 0.00730376 0.00443405 0.00435262 0.0122998 0.00617795 0.00925031 0.00511675
threshold=0.089165000000000008 -0.083284999999999984 -0.079764999999999989 0.097165000000000015 0.089465000000000017 0.10837500000000001 0.085960000000000023 -0.082974999999999979 0.13857500000000003 -0.093454999999999996 -0.05860499999999999 0.085955000000000018 0.087625000000000022 -0.083539999999999989 -0.076559999999999975 0.091915000000000011 -0.0091799999999999989 0.11657500000000001 -1.0000000180025095e-35 0.67964000000000013 0.084690000000000015 -0.036244999999999993 -0.094299999999999981 -0.096544999999999978 0.088000000000000009 0.10455500000000001 -0.029529999999999997 0.047850000000000011 -0.12463499999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 8 -8 9 -1 11 14 -13 -14 -11 -15 -12 19 -19 20 21 -18 23 24 -23 27 -27 29 -29 -24
right_child=1 2 -4 4 -6 -7 7 -9 -10 10 16 12 13 15 -16 -17 17 18 -20 -21 -22 22 25 -25 -26 26 -28 28 -30 -31
leaf_value=0.001254878964064119 0.0030336701002417377 -0.0028854429046623409 0.00054798751309710115 -0.0038715683310081 0.0012210968940053136 0.00081748939399123907 0.00091942648577969521 -0.0022086550182641739 -0.00099371865624561903 0.0005382821297434231 -0.00082985195054384854 0.0035024602100882612 -0.0020255790459923445 0.00011422904745603984 -0.0025188882555812597 0.0021391453046817333 -0.0011261781856107215 -0.00047947921004379171 0.0013143678121149349 -0.0010548726471218592 0.00099690550379455097 0.00019064397868005068 -3.7966969883651834e-05 0.0015264568139966102 -0.00099842522553551718 -0.0027471369534561585 0.00041254946180353206 -0.00039563509589325723 0.0024159149006009102 -0.0012250863294497863
leaf_weight=20 23 20 38 22 20 26 20 22 20 26 36 27 25 39 20 26 30 20 39 24 25 404 1942 39 34 22 28 22 25 37
leaf_count=20 23 20 38 22 20 26 20 22 20 26 36 27 25 39 20 26 30 20 39 24 25 404 1942 39 34 22 28 22 25 37
internal_value=0 0.000406038 -0.000635954 -1.08188e-05 -0.000580851 -0.00133166 2.22367e-06 -0.000719092 1.25634e-05 1.94794e-05 1.09299e-05 0.00041483 0.000888886 0.000104814 -0.000790922 0.000924196 -1.32123e-05 -2.28731e-06 0.000706284 -1.81709e-05 -8.63074e-06 -1.8363e-05 -5.34518e-06 0.000215106 9.83418e-05 -5.5998e-05 -0.000977713 -3.32508e-05 0.00109987 -6.01617e-05
internal_weight=0 81 58 3040 68 48 2972 42 2930 2910 2890 163 117 90 46 65 2727 2691 59 2632 2608 2583 2553 477 438 2076 50 2026 47 1979
internal_count=3121 81 58 3040 68 48 2972 42 2930 2910 2890 163 117 90 46 65 2727 2691 59 2632 2608 2583 2553 477 438 2076 50 2026 47 1979
is_linear=0
shrinkage=0.1


Tree=1278
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 1210 402 13 1210 1210 1210 403 42 403 1213 1213 131 1212 403 12 1213 1213 52 1211 15 400 400 403 1213 4 4 49
split_gain=0.0015842 0.00708051 0.00781569 0.00136565 0.00747473 0.00955406 0.0015261 0.00248752 0.00186001 0.0026935 0.00856865 0.0036705 0.00308979 0.00693417 0.00405058 0.00421534 0.00865811 0.00819468 0.0068171 0.00975455 0.00560803 0.00448802 0.00836084 0.00407247 0.00298786 0.00872781 0.00660787 0.00327779 0.0113436 0.018008
threshold=0.11332500000000002 0.10233500000000001 -0.094304999999999986 -0.083289999999999989 -0.086719999999999978 -0.088464999999999988 -0.079504999999999978 -0.065674999999999983 -0.051429999999999997 -0.51931999999999989 0.085730000000000015 -0.45015499999999992 0.39818500000000007 0.14530000000000001 -0.076979999999999979 0.08790000000000002 -0.084339999999999984 0.088435000000000014 -0.082414999999999974 -1.0000000180025095e-35 0.008405000000000001 0.078255000000000005 0.085935000000000025 0.11741500000000001 -0.082934999999999995 -0.084674999999999986 0.087385000000000004 -0.011559999999999999 -0.008819999999999998 -0.0087049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -5 -8 -9 10 -10 -11 13 14 -13 21 17 -17 20 -20 -18 23 -23 24 25 -16 27 -26 29 -29
right_child=-2 -3 3 6 5 -7 7 8 9 11 -12 12 -14 -15 15 16 18 -19 19 -21 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0018439467687605194 -0.00069999032875784912 0.0015624474075719202 -0.00075372019440264398 -0.0006711210904862075 0.0026171654239684969 -0.00010184537261790997 0.00089374595188400569 -0.00070183822107011164 -0.00061220724989349655 -0.0012166981403715909 0.0020331157732289286 0.0012957147574828318 0.00094787384064950282 -0.0018665153728215957 -0.00032776585163397562 0.0030193135854047304 -0.002151557032595433 0.00045989845399664522 0.0021085673873312773 -0.00077859488003675578 0.00015949950376082037 -0.0019253886232892163 0.0004567906479888524 -0.0012393816494969305 -0.00012717973402571 0.0020368464170368735 -0.0016397969755344091 -4.835941043554568e-05 2.2571588078750445e-05 0.0028061837645975921
leaf_weight=23 32 29 34 34 24 28 31 38 24 25 25 24 34 20 37 22 21 29 25 22 21 34 26 27 1147 27 25 51 1143 39
leaf_count=23 32 29 34 34 24 28 31 38 24 25 25 24 34 20 37 22 21 29 25 22 21 34 26 27 1147 27 25 51 1143 39
internal_value=0 7.25143e-06 -7.48735e-06 6.42064e-06 0.00039923 0.00115308 -5.02689e-06 2.73698e-06 -6.8338e-06 2.43943e-06 0.000737447 -1.04278e-05 4.43417e-07 -1.1313e-05 2.32818e-06 -9.18565e-06 0.000525099 0.00156396 -7.02035e-05 0.00075713 -0.000996029 -3.84501e-05 -0.000893111 -1.79053e-05 -4.54775e-06 0.000669805 -2.24931e-05 -5.50462e-06 0.000107684 0.00118861
internal_weight=0 3089 3060 3037 86 52 2951 2917 2886 2848 49 2799 2774 2740 2720 2696 140 51 89 47 42 2556 60 2496 2469 64 2405 2380 1233 90
internal_count=3121 3089 3060 3037 86 52 2951 2917 2886 2848 49 2799 2774 2740 2720 2696 140 51 89 47 42 2556 60 2496 2469 64 2405 2380 1233 90
is_linear=0
shrinkage=0.1


Tree=1279
num_leaves=31
num_cat=0
split_feature=3 3 43 150 13 12 51 133 52 4 12 15 15 15 124 39 124 34 2 2 133 4 151 0 4 48 2 0 1 39
split_gain=0.00139453 0.0077793 0.0059106 0.00558345 0.00922114 0.00517679 0.0236241 0.00667627 0.00824759 0.0103287 0.00536264 0.00475732 0.0123161 0.011441 0.00678508 0.00617131 0.00758022 0.00789985 0.0269977 0.013572 0.00744084 0.0087826 0.00988913 0.00800497 0.00794288 0.00639205 0.00662946 0.00474392 0.00778281 0.00827781
threshold=-0.042499999999999989 -0.049509999999999992 -0.24021999999999996 0.12820000000000001 0.0045550000000000009 0.082850000000000021 0.081440000000000026 0.048950000000000007 -1.0000000180025095e-35 -0.059649999999999988 0.083535000000000012 -0.099734999999999976 -0.11033999999999998 -0.09551999999999998 0.05852000000000001 0.092870000000000022 -0.087424999999999989 -0.057544999999999992 1.0000000180025095e-35 0.085155000000000022 0.090310000000000015 -0.059649999999999988 -0.0064299999999999991 -0.033209999999999996 0.022185000000000003 0.08832000000000001 0.10644500000000001 -0.23811499999999999 0.11061500000000002 0.084020000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 11 6 7 8 -1 -10 -7 12 14 -13 27 16 -15 -18 -19 -20 21 23 25 -21 -24 26 -23 -4 29 -29
right_child=2 -3 3 -5 -6 10 -8 -9 9 -11 -12 13 -14 15 -16 -17 17 18 19 20 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0008197622559964657 0.0015411084987655549 -0.0015636611489092255 -0.00084421629833645738 0.0015967778355369102 -0.0016736579961293648 0.0012684440521030305 -0.0037846933421678847 0.0010432469170081203 -0.0029427385380999607 -0.00025683468315614071 2.4522199051464153e-06 0.002376511834561825 -0.001954902703033036 -0.0017977717554285414 -0.0016585063125768849 0.0014020420389086311 0.0015830787267935064 -0.0033780204513194885 0.0025867661263834201 0.0015761317838703028 0.0016261591563643714 -0.0019845818069630437 -0.0028536590794703506 -0.00017603447204237455 -0.00033387253272601156 0.0013047412790071506 0.00033203263805868727 0.0029885023444270096 5.252804855943748e-05 0.00014584241725970059
leaf_weight=30 28 33 38 23 31 34 20 37 22 41 2104 25 36 21 22 37 35 22 23 44 27 21 29 64 22 26 30 21 155 20
leaf_count=30 28 33 38 23 31 34 20 37 22 41 2104 25 36 21 22 37 35 22 23 44 27 21 29 64 22 26 30 21 155 20
internal_value=0 -3.92441e-05 0.000113857 6.20914e-05 1.49649e-05 -1.72573e-05 -0.000585142 -9.29036e-05 -0.00054492 -0.00119477 2.25849e-05 8.7872e-05 -0.000223036 0.000300983 2.05074e-05 0.000171586 4.65119e-05 0.000159427 -2.35134e-06 0.000257316 5.35993e-05 -0.000126312 -0.000686666 0.000537811 -0.00176669 2.86758e-05 -0.000621867 0.000178363 0.000376619 0.00160184
internal_weight=0 2321 800 772 749 2288 150 130 93 63 2138 718 292 426 256 401 364 343 308 286 263 236 128 108 51 77 51 234 196 41
internal_count=3121 2321 800 772 749 2288 150 130 93 63 2138 718 292 426 256 401 364 343 308 286 263 236 128 108 51 77 51 234 196 41
is_linear=0
shrinkage=0.1


Tree=1280
num_leaves=31
num_cat=0
split_feature=33 133 4 3 133 3 130 12 52 42 4 43 12 16 133 16 1204 403 403 43 133 16 159 2 402 403 132 4 16 13
split_gain=0.00141296 0.00142541 0.00505352 0.0119759 0.00911453 0.00678467 0.0200174 0.0062464 0.00955934 0.00837307 0.00828804 0.0118839 0.0071024 0.00813833 0.00814166 0.00622282 0.00611629 0.00650875 0.00687182 0.00753721 0.00590248 0.00836146 0.00781474 0.00526485 0.00595616 0.00490203 0.0044152 0.00591094 0.00895363 0.00500933
threshold=-0.018454999999999996 -0.0061299999999999992 -0.068329999999999988 -0.075944999999999985 -0.0084449999999999994 -0.069009999999999974 0.09833500000000002 0.083785000000000012 0.091275000000000009 0.091625000000000012 -0.082769999999999982 1.0000000180025095e-35 0.091840000000000019 -0.078844999999999985 -0.012979999999999998 -0.022939999999999999 -0.083874999999999991 -0.069009999999999988 -0.0059799999999999992 0.0061450000000000003 -0.14717499999999997 -0.13941499999999998 0.087630000000000013 0.084885000000000002 0.094750000000000015 0.10301500000000001 -0.41127499999999995 0.098655000000000007 -0.25582999999999995 -0.0021749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 20 15 9 12 -10 -12 13 14 16 -2 -9 -18 -19 23 21 -4 -22 24 -20 26 -7 29 -29 -28
right_child=1 -3 5 -5 -6 25 -8 8 10 -11 11 -13 -14 -15 -16 -17 17 18 19 -21 22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00074877145001664761 6.2068908432809706e-05 -4.7686791494051774e-05 -0.00090315440348127767 0.0025967603311238983 0.0018934616355303056 0.0013987276657384687 -0.0030519092763175389 -0.0013172853190232727 0.00072039450693409893 0.0019313502143352076 -0.0034011926036328077 -0.00045804068500087048 0.0016323189089934413 -0.0015683875602641791 0.0018540566137138133 0.002526751281693578 0.001266865796642378 -0.0016817661821842194 0.001123244932011491 0.0016774455577833578 -0.00099602224538102762 0.0016208574129632327 0.0011064671694343403 -0.0016286227415548639 -0.00095131688192486767 0.0015505462131561497 0.00089406341667873444 0.00011758750105010613 -0.0026527086924761534 -0.00092611442586140985
leaf_weight=25 21 2249 21 22 30 21 28 34 20 26 23 34 26 33 24 20 40 25 31 25 90 35 22 22 25 26 54 28 20 21
leaf_count=25 21 2249 21 22 30 21 28 34 20 26 23 34 26 33 24 20 40 25 31 25 90 35 22 22 25 26 54 28 20 21
internal_value=0 -6.04627e-06 0.00010452 0.00031759 0.000208349 -0.000175499 -0.000576477 9.05091e-05 -3.35311e-05 0.00021345 -0.00103108 -0.00164563 5.67289e-05 -0.000101438 0.000112762 0.00126435 -9.41243e-05 0.00015342 -0.000194532 0.000166448 -0.000163905 0.000674353 -0.000583033 -0.000317847 0.000197101 0.000286805 5.8629e-05 -0.000170168 -0.0010367 0.000384414
internal_weight=0 3096 847 481 459 366 196 429 388 311 77 57 285 259 226 41 202 168 128 103 168 56 112 78 56 170 144 123 48 75
internal_count=3121 3096 847 481 459 366 196 429 388 311 77 57 285 259 226 41 202 168 128 103 168 56 112 78 56 170 144 123 48 75
is_linear=0
shrinkage=0.1


Tree=1281
num_leaves=31
num_cat=0
split_feature=1203 1211 133 15 12 4 132 132 123 132 43 1213 1213 1447 1447 2 1213 1447 43 1210 1208 402 1209 43 1209 1209 15 0 15 483
split_gain=0.00137105 0.00206426 0.00217732 0.0101318 0.00442494 0.00392412 0.00287676 0.00315446 0.00338831 0.00264327 0.00260098 0.00228276 0.00310581 0.0021774 0.00791365 0.00493441 0.00429526 0.00897719 0.00369777 0.00257007 0.00524574 0.00680079 0.0114375 0.00450719 0.00396049 0.0070237 0.00285221 0.00786022 0.00755723 0.00550964
threshold=0.10970500000000001 0.11986000000000001 -0.46007999999999999 0.090325000000000003 0.097825000000000009 -0.077519999999999992 -0.43443999999999999 -0.41094499999999995 -0.088149999999999992 -0.22319499999999995 0.28064000000000006 0.26821500000000004 0.17417500000000002 -0.085804999999999979 -0.086849999999999997 0.086950000000000013 0.104315 -0.084334999999999979 -0.080084999999999976 0.0028200000000000005 0.106285 0.2506000000000001 -0.092099999999999987 -0.035139999999999991 -0.085744999999999988 -0.067109999999999989 -0.07490999999999999 -0.26343999999999995 -0.077844999999999984 0.10761000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4 -8 -9 -10 11 12 13 14 15 -11 17 -15 -17 20 21 22 -19 -21 -24 -26 28 -28 -27 -29
right_child=-2 -3 6 -5 -6 -7 7 8 9 10 -12 -13 -14 16 -16 18 -18 19 -20 23 -22 -23 24 -25 25 26 27 29 -30 -31
leaf_value=0.0015949324027003189 0.00082530809930176469 -0.00073783218640049823 -0.0010024259659734652 -0.0010450997619773261 0.0023709165519990383 -0.00029577343501960458 0.0012500572181306782 -0.0012190695545818333 0.0011173291597515345 -0.00075042823502574022 -0.0011175133820090974 -0.0010392829016338857 0.0012489299068693073 0.0016226568798135433 -0.0016118373101466875 0.0016025381413503335 -0.0010679722404650725 0.0024043438199441883 -0.00018157556630848419 -0.00022946454231597245 -0.0016183821996673944 -0.0017845956209514822 -0.0013641196336331113 0.0014497465920585179 0.0015898201755979763 8.596618843818927e-05 0.0018846206209855157 -7.5180592745734462e-05 0.0017270658679049593 -0.0011224497096219029
leaf_weight=21 20 38 29 30 21 23 20 23 21 36 21 21 20 35 38 26 36 20 21 31 20 21 21 33 28 866 20 1480 29 52
leaf_count=21 20 38 29 30 21 23 20 23 21 36 21 21 20 35 38 26 36 20 21 31 20 21 21 33 28 866 20 1480 29 52
internal_value=0 -5.32285e-06 3.76477e-06 0.000475022 0.00117662 0.000606609 -1.13193e-05 -1.53971e-06 -1.01152e-05 -5.13728e-07 -8.67884e-06 -5.19933e-07 7.18004e-06 -1.64861e-06 -0.000416631 0.000130572 1.7004e-05 3.171e-05 0.000805381 1.0465e-05 -5.20119e-06 7.51604e-06 2.2474e-05 0.000636379 3.38855e-06 1.49917e-05 -3.02845e-06 -8.50143e-05 0.000139141 -0.000110728
internal_weight=0 3101 3063 95 65 44 2968 2939 2919 2896 2875 2854 2833 2813 121 83 2692 2656 47 2621 2557 2537 2516 64 2496 2475 2447 1552 895 1532
internal_count=3121 3101 3063 95 65 44 2968 2939 2919 2896 2875 2854 2833 2813 121 83 2692 2656 47 2621 2557 2537 2516 64 2496 2475 2447 1552 895 1532
is_linear=0
shrinkage=0.1


Tree=1282
num_leaves=31
num_cat=0
split_feature=158 0 159 51 1446 1446 1446 1446 3 1446 12 2 403 16 1208 3 403 0 1455 52 154 157 1419 3 1420 1426 1429 475 157 4
split_gain=0.00159287 0.00550019 0.00398293 0.00625993 0.00196352 0.00469801 0.00246216 0.00478865 0.00529644 0.00411754 0.0181307 0.00973494 0.0082733 0.0216573 0.00756282 0.0209561 0.0127924 0.00335396 0.00327614 0.00350348 0.00306464 0.00528761 0.00365595 0.0102337 0.00395189 0.00306491 0.00478372 0.00619008 0.00345429 0.0255985
threshold=-0.46278499999999995 -0.076234999999999983 -0.45788499999999993 0.078435000000000019 0.11655500000000001 0.111445 0.089505000000000015 0.092110000000000011 -0.082284999999999983 0.083715000000000026 0.083785000000000012 0.084550000000000014 -0.54856499999999986 -0.077879999999999991 0.099975000000000008 -0.080289999999999986 -0.52800499999999995 -0.077259999999999981 0.083760000000000015 -0.021869999999999997 0.084190000000000001 0.63604500000000008 0.086325000000000013 -0.082334999999999978 -0.07737999999999999 -0.052649999999999995 -1.0000000180025095e-35 -0.0029899999999999996 -0.087424999999999989 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 9 -8 -9 12 -11 -12 13 -4 16 -16 -14 -10 20 -20 21 22 24 -24 -18 -26 27 -27 29 -28
right_child=2 -3 4 -5 -6 -7 7 8 17 10 11 -13 14 -15 15 -17 18 -19 19 -21 -22 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=0.0011158399173291399 0.00020910236761783777 -0.00081349959046664571 0.00056672750775200824 -0.0021503742322569121 -0.00074124999394241191 0.0015025663799384521 -0.0016592353313731459 -0.0013631722865102348 0.0015455893753096462 0.0029842733284458521 -0.0016912947390944914 0.00063736239861664852 -0.0020265516013868393 -0.0038103005253651645 0.0036451567948721018 -0.00047363608144223695 -0.0014198814566771035 -0.00028579285979503767 0.00011518058638709287 0.0013524350154880637 0.0011979586993610221 -0.0016346093581523745 0.0022355781957650415 -0.00054404398909321534 -0.00087647666177872454 0.0021336940437322485 0.00060768885045295719 -2.0965445631494125e-05 8.3291924866963592e-06 -0.0030526670282064326
leaf_weight=45 23 22 26 22 35 21 26 20 20 25 26 58 31 20 21 30 20 20 60 37 21 20 26 27 40 24 56 30 2240 29
leaf_count=45 23 22 26 22 35 21 26 20 20 25 26 58 31 20 21 30 20 20 60 37 21 20 26 27 40 24 56 30 2240 29
internal_value=0 0.000482325 -1.05815e-05 -0.00094442 3.3842e-06 1.21475e-05 1.54857e-06 -0.00052567 -3.44586e-05 1.73633e-05 0.000620185 -8.34124e-05 -6.46107e-06 -0.00133633 1.60957e-05 0.00122234 -7.02283e-06 0.000629898 1.67815e-05 0.000587123 -5.05945e-06 -1.51165e-05 -2.11899e-06 0.000819544 -1.99739e-05 -8.39965e-06 6.19601e-06 0.000936661 -1.54148e-05 -0.000641138
internal_weight=0 67 3054 45 3009 2974 2953 86 60 2867 109 84 2758 46 2712 51 2661 40 2630 97 2533 2512 2492 53 2439 2419 2379 54 2325 85
internal_count=3121 67 3054 45 3009 2974 2953 86 60 2867 109 84 2758 46 2712 51 2661 40 2630 97 2533 2512 2492 53 2439 2419 2379 54 2325 85
is_linear=0
shrinkage=0.1


Tree=1283
num_leaves=31
num_cat=0
split_feature=448 0 453 2 1375 1 51 12 133 1370 151 142 48 133 48 160 3 40 403 51 43 42 42 0 16 0 48 48 0 457
split_gain=0.00138416 0.00547992 0.0022802 0.00305616 0.00175006 0.00592593 0.00818461 0.00614984 0.00457592 0.00291191 0.00285271 0.00451583 0.00268985 0.00508002 0.0125193 0.00535289 0.00517459 0.00424778 0.00413594 0.00400129 0.00773647 0.00615873 0.00620926 0.00612168 0.00749918 0.00590868 0.00542949 0.00523706 0.0045885 0.00372032
threshold=0.068920000000000023 -0.26609999999999995 0.086430000000000021 0.089605000000000018 0.083585000000000007 0.095695000000000016 -0.014904999999999998 0.086700000000000013 0.087720000000000006 1.0000000180025095e-35 0.13340000000000005 -0.057499999999999989 0.083685000000000009 0.086990000000000012 0.085325000000000012 0.11205000000000002 -0.015584999999999998 -0.049474999999999998 -0.40860499999999994 0.10501000000000001 -0.081779999999999978 0.088200000000000014 0.093505000000000019 -0.091354999999999978 -0.101115 -0.033209999999999996 0.10096000000000001 0.089350000000000013 -0.090314999999999993 -0.085584999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 9 6 8 -8 -6 10 11 -3 29 14 -14 19 17 -15 -19 20 28 23 -23 24 -22 -25 -21 -26 -16 -13
right_child=-2 2 3 -5 5 -7 7 -9 -10 -11 -12 12 13 16 15 -17 -18 18 -20 26 21 22 -24 25 27 -27 -28 -29 -30 -31
leaf_value=0.0015779901877976954 -0.00082924349699169402 0.001426822996952317 -0.00030286387535108426 0.0012012466462329031 -0.0020578752483495256 -0.0017979831720973988 0.0017364470680089048 -0.00052736996440216899 3.2082025427371264e-05 0.0011707841183081092 -0.00093547317215283824 0.0010504422426068534 0.002679789053614844 0.0011477523827038351 0.00039828694566632766 0.0016685960309890408 -0.0018355400684023544 0.00062306599575094883 -0.0011796167941897043 -0.0014072921920968739 0.0010555232703953869 -0.0023059674887917938 -0.00010837247213607447 0.0021220575979289907 -0.0019256233004853131 -8.3305045415687822e-06 0.00026630494061724417 -1.9019772641032062e-05 0.0020535860224353041 -7.0362834343206085e-05
leaf_weight=22 20 22 22 35 22 24 30 20 20 21 33 30 22 21 33 24 21 20 35 36 33 20 36 30 25 23 42 34 34 2311
leaf_count=22 20 22 22 35 22 24 30 20 20 21 33 30 22 21 33 24 21 20 35 36 33 20 36 30 25 23 42 34 34 2311
internal_value=0 5.34823e-06 -5.88858e-06 0.000620713 -1.77073e-05 -0.000398597 -3.35392e-05 0.00083092 -0.00106266 -2.50322e-06 -1.10436e-05 -3.47202e-07 -1.14418e-05 0.000201871 0.000362203 0.000224401 -0.00044607 -6.21377e-05 -0.000524096 0.000124226 0.000307686 -2.51552e-06 -0.000893228 0.000341484 -0.000151685 0.00119755 -0.000506125 -0.000826903 0.00123829 -5.59997e-05
internal_weight=0 3101 3079 57 3022 116 92 50 42 2906 2885 2852 2830 489 392 370 97 76 55 346 268 201 56 145 92 53 78 59 67 2341
internal_count=3121 3101 3079 57 3022 116 92 50 42 2906 2885 2852 2830 489 392 370 97 76 55 346 268 201 56 145 92 53 78 59 67 2341
is_linear=0
shrinkage=0.1


Tree=1284
num_leaves=31
num_cat=0
split_feature=158 2 159 1455 1447 1456 2 2 1455 43 1455 480 1455 479 481 481 484 50 1456 3 158 159 43 158 0 133 0 158 1453 133
split_gain=0.00125925 0.00465883 0.0099447 0.00369797 0.00140849 0.00587835 0.0048655 0.0165173 0.00375398 0.0106008 0.00722145 0.00347153 0.00337821 0.0023689 0.00277456 0.00294589 0.0284358 0.00374164 0.00409655 0.00666469 0.00348861 0.0058253 0.00541513 0.00357184 0.00704984 0.00460868 0.00595511 0.00393566 0.00322744 0.00317563
threshold=-0.46278499999999995 0.096540000000000015 -0.46871499999999994 0.11192500000000001 -0.085804999999999979 -0.082334999999999978 0.086950000000000013 0.083715000000000026 -0.079434999999999992 -0.082144999999999982 -0.23327999999999996 0.08610000000000001 -0.018454999999999996 0.10713500000000002 -0.15265499999999996 -0.081834999999999977 -0.081614999999999979 -0.47248999999999991 0.092265000000000014 -0.078934999999999991 0.10667500000000002 0.10713500000000002 -0.076124999999999984 0.08673500000000002 -0.14649999999999996 0.048950000000000007 -0.047369999999999995 0.084475000000000008 -0.076539999999999983 -0.0042999999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 -7 9 -6 -11 -8 -10 14 -14 16 -16 -17 20 -20 23 -22 -23 27 -25 26 29 28 -19 -26
right_child=3 -3 -4 -5 8 6 11 -9 12 10 -12 -13 13 -15 15 17 -18 18 19 -21 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00039173547085374596 -0.001855422465208297 -0.00084945504786446699 0.0025234318835745482 -0.0013318422477736716 -0.00081729136361210651 0.0011193690479874773 0.0015210667537758128 -0.0026704643555959871 -0.0011183660804009478 0.00025005599124018439 0.0026907701381585665 -8.0906192118662505e-05 -0.00097667078591947404 0.00092076935813695726 -0.00098407726603536266 0.0013534305221401155 0.0033907933563265638 0.0012737663835287096 -0.0021731631769596237 -5.4556354125206534e-06 -0.0016440326883800001 -0.0009953521677137664 0.0011289386883921301 -0.0010918528152008852 0.0012752692005597057 4.5666447155835e-06 5.2913967519998553e-05 -0.0011252742377109825 -1.9322942349788408e-06 0.0030572987184859812
leaf_weight=25 21 20 22 21 29 23 24 23 27 22 27 31 29 28 39 20 24 20 23 37 34 24 24 21 20 34 20 31 2358 20
leaf_count=25 21 20 22 21 29 23 24 23 27 22 27 31 29 28 39 20 24 20 23 37 34 24 24 21 20 34 20 31 2358 20
internal_value=0 0.000428851 0.000972811 -9.40832e-06 -2.51998e-07 -0.000333127 -1.66107e-05 -0.000775548 1.36988e-05 0.000698084 0.00159494 0.000618137 -5.14413e-06 5.56755e-06 -3.65694e-06 6.60766e-06 0.00068254 -9.2463e-06 -1.94689e-05 -0.00083641 -6.59848e-07 -0.000642574 6.67933e-05 2.01947e-05 0.000564661 0.000934733 0.00146183 -5.79681e-06 8.79688e-06 0.00216628
internal_weight=0 67 47 3054 3033 122 101 46 2911 78 49 55 2833 2806 2778 2749 63 2686 2666 60 2606 82 48 2524 115 94 60 2409 2378 40
internal_count=3121 67 47 3054 3033 122 101 46 2911 78 49 55 2833 2806 2778 2749 63 2686 2666 60 2606 82 48 2524 115 94 60 2409 2378 40
is_linear=0
shrinkage=0.1


Tree=1285
num_leaves=31
num_cat=0
split_feature=479 16 480 481 403 133 403 403 1208 15 403 3 50 483 158 159 0 3 13 158 30 10 50 15 474 3 480 471 480 1453
split_gain=0.00136436 0.0106764 0.00566918 0.00180849 0.00769162 0.00676681 0.00296467 0.00733599 0.00643227 0.0166549 0.00335881 0.00273535 0.00231352 0.00201466 0.00259993 0.00619772 0.0110573 0.00483057 0.00635275 0.00455433 0.00350043 0.00275662 0.0026849 0.0127832 0.00435975 0.00390679 0.00412449 0.00367574 0.00268452 0.00248772
threshold=0.10061500000000002 -0.040964999999999994 -0.095389999999999989 -0.087424999999999989 -0.55327499999999985 0.085355000000000014 -0.54856499999999986 -0.53960999999999981 0.098655000000000007 0.093115000000000017 -0.52917499999999984 -0.07928499999999998 -0.47313999999999995 -0.46297999999999995 0.10394000000000002 0.10713500000000002 -0.085669999999999982 -0.077564999999999981 -0.055129999999999992 0.10254000000000001 0.096890000000000018 0.11294000000000003 -0.099524999999999988 -0.093959999999999988 -0.45463999999999999 0.51139500000000016 0.093630000000000005 -0.086614999999999984 0.08976000000000002 -0.081719999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 11 -6 -8 10 -10 -9 -4 -12 -14 19 16 -16 -17 -19 20 21 22 23 -15 -24 26 27 -26 29 -29
right_child=1 -3 3 4 6 -7 7 8 9 -11 12 -13 13 14 15 17 -18 18 -20 -21 -22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0016870590607868507 0.00099402727321900707 -0.0017745651758741589 0.0006771198689581498 0.0015772529434592974 -0.0010905427820980551 -0.0019169653927826364 0.0019117115275003019 0.0012989269942045214 -0.0033099152497015893 0.00077112250233767564 0.00093740220002543463 -0.00079671639061416508 0.00077866546525910967 -0.0012363037099765446 -4.6624270721505854e-05 -0.00069303005036678829 -0.0026512835395156539 0.0021338639791966194 -0.00035641599912196399 0.0014359025342855604 0.0012471117746000264 -0.0011095267781258925 -0.0014269567846151238 0.0018233425562761516 0.0012230331204288328 0.0013451714251589563 -0.0010583405145505249 0.00092356474223951983 0.001078876828383231 -4.1811177298504603e-05
leaf_weight=20 26 30 34 31 25 23 20 20 20 20 26 20 32 22 39 34 28 21 20 22 22 23 22 36 24 21 38 27 22 2353
leaf_count=20 26 30 34 31 25 23 20 20 20 20 26 20 32 22 39 34 28 21 20 22 22 23 22 36 24 21 38 27 22 2353
internal_value=0 -0.000489147 8.93712e-06 -2.08503e-06 1.0328e-05 -0.000480551 -6.21086e-06 3.09831e-06 -1.0101e-05 -0.0012694 7.56098e-06 0.000131255 -1.55884e-06 -1.02591e-05 -1.93599e-05 -0.000436158 -0.00113514 0.000188264 0.000919093 3.12694e-06 -8.9501e-06 -1.96276e-05 -9.85462e-06 0.000662787 -2.54163e-05 -1.30083e-05 -2.45837e-05 -8.39133e-06 -2.06953e-05 -3.08594e-05
internal_weight=0 56 3065 3045 2968 77 2937 2912 2892 40 2852 54 2832 2806 2774 142 67 75 41 2632 2610 2588 2565 58 2507 2485 2464 2426 2402 2380
internal_count=3121 56 3065 3045 2968 77 2937 2912 2892 40 2852 54 2832 2806 2774 142 67 75 41 2632 2610 2588 2565 58 2507 2485 2464 2426 2402 2380
is_linear=0
shrinkage=0.1


Tree=1286
num_leaves=31
num_cat=0
split_feature=1420 157 1452 155 2 475 475 3 154 155 16 0 15 42 1456 3 52 4 4 0 0 12 0 52 14 13 13 484 0 1456
split_gain=0.00134238 0.00466534 0.00195641 0.0018647 0.00505857 0.00844874 0.00349659 0.00430332 0.00357071 0.00231114 0.00215257 0.00470117 0.00445631 0.0132509 0.00607798 0.00543373 0.0083593 0.00711965 0.00690215 0.00599646 0.00655607 0.0164688 0.0044148 0.00476982 0.0033029 0.00681023 0.00500638 0.00444212 0.00491316 0.0040261
threshold=0.056520000000000008 0.63397500000000007 -0.082504999999999981 0.11562500000000002 0.11067500000000001 -0.075854999999999992 0.058495000000000012 -0.072199999999999986 0.084190000000000001 0.10772000000000002 0.071345000000000006 -0.090809999999999988 -0.079929999999999987 0.088295000000000012 -0.083354999999999999 -0.094874999999999987 -0.15275999999999998 -0.50940999999999981 -0.50052499999999989 -0.043914999999999989 -0.070154999999999981 0.096645000000000009 -0.074229999999999977 -0.52606999999999993 -0.23960999999999996 -0.117405 -0.063184999999999977 0.18587500000000004 0.14486500000000005 -0.23007499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 8 -8 9 10 24 -12 13 -13 -14 16 -16 -17 -18 20 22 -22 23 -19 25 -4 -27 28 29 -26
right_child=-2 -3 3 4 -6 -7 7 -9 -10 -11 11 12 14 -15 15 17 18 19 -20 -21 21 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.00098158402630360814 -0.0007611448567806055 0.0015280215116217734 0.0021011127054605268 0.00018382024427410215 0.00079126099590212109 -0.002529230385566321 0.001562501853820117 -0.00029151250575003881 -0.0012545718087652782 0.00099477697082835689 0.00082766239214927351 -0.002969084050425369 0.0014537918314869915 0.00029726478236692926 0.0020977298604768955 -0.0019871315055783709 0.00088255893712377428 0.00028810836816335031 -0.0016575208702124655 0.00044513743370641487 -0.0031014208733517257 -0.00015634026041174811 0.0011241989622552259 -0.0017192965070717038 0.0012889023617996525 -0.0012197453848784791 0.00064702575414141367 -0.0011689982529787812 0.0012677914215131634 -1.3079007445899547e-05
leaf_weight=20 23 20 23 24 20 22 31 21 23 23 39 23 21 27 22 29 23 29 20 70 31 49 24 20 24 20 51 32 31 2286
leaf_count=20 23 20 23 24 20 22 31 21 23 23 39 23 21 27 22 29 23 29 20 70 31 49 24 20 24 20 51 32 31 2286
internal_value=0 5.65085e-06 -4.24109e-06 -1.06886e-05 -0.000536457 -0.00111373 9.09223e-07 0.000813765 -1.34678e-05 -3.68195e-06 -1.16172e-05 -0.000218917 -0.000324115 -0.00120526 -0.000193769 -0.000302913 0.000512285 -0.000513182 -0.000298874 -0.000321503 -0.000672253 -0.00129756 1.30135e-05 -0.000531241 2.42633e-05 0.000605628 0.000121175 1.23415e-06 1.72305e-05 4.48072e-07
internal_weight=0 3098 3078 3058 66 46 2992 52 2940 2917 2894 427 388 50 338 317 65 252 43 223 153 80 73 49 2467 94 71 2373 2341 2310
internal_count=3121 3098 3078 3058 66 46 2992 52 2940 2917 2894 427 388 50 338 317 65 252 43 223 153 80 73 49 2467 94 71 2373 2341 2310
is_linear=0
shrinkage=0.1


Tree=1287
num_leaves=31
num_cat=0
split_feature=448 475 52 148 2 147 151 151 43 15 52 2 42 48 151 160 160 457 3 457 48 160 160 0 0 13 13 13 133 13
split_gain=0.0012572 0.0048102 0.00435742 0.00279572 0.00326473 0.00256689 0.00253283 0.00205728 0.0108879 0.0246013 0.0139909 0.0115271 0.00786196 0.00657987 0.00332604 0.00312583 0.00367901 0.00330444 0.0122537 0.00390396 0.0026375 0.00247562 0.00254975 0.0113331 0.00508382 0.00330875 0.0176265 0.0168161 0.010689 0.00688603
threshold=-1.0000000180025095e-35 -0.080004999999999979 -0.14813999999999997 -0.065034999999999996 0.089725000000000013 0.10479500000000001 -0.081519999999999981 -0.088279999999999983 -0.084999999999999978 -0.026084999999999994 -0.026204999999999996 0.087195000000000009 0.083865000000000009 0.092680000000000026 -0.08688499999999999 0.51752500000000012 0.50959500000000013 0.10164000000000001 0.092670000000000016 0.086120000000000016 0.086665000000000006 0.3961050000000001 0.10455000000000002 -0.089269999999999988 -0.070889999999999995 -0.087934999999999985 -0.087404999999999997 -0.088464999999999988 0.094195000000000015 -0.087184999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -6 8 9 12 13 -12 -2 -10 -9 16 17 19 -19 21 -13 22 25 -24 -25 27 -27 28 -16 -28
right_child=5 2 3 -5 6 -7 -8 14 10 -11 11 20 -14 -15 15 -17 -18 18 -20 -21 -22 -23 23 24 -26 26 29 -29 -30 -31
leaf_value=0.0010478139431639151 -0.0017527334053408017 -0.0019071169488597663 -0.0008001729031093419 -0.0012855647242672387 0.0014060201455140487 0.0011424334259936585 -0.00016640751023909876 -0.0013016130425967277 0.0023730128066910602 0.0030633902936977775 -0.0030850199150985907 0.00015579637303646352 0.00098671926825772967 -0.00010168328105161588 -4.2807690154878813e-06 0.0010253661270012502 -0.0013368387277642754 0.00078811845742166042 -0.0026704880811303159 0.0012019821934733989 -0.0012695404654368759 0.001004352921396882 -0.0020885124681479929 0.00099194560898467903 -0.00090129538654329508 -0.0026923398366197945 0.0017807795804747869 0.002762707903981209 0.0023046804345323748 -3.9615595278496356e-05
leaf_weight=22 22 20 28 21 20 20 21 20 22 38 21 37 20 21 443 29 21 21 20 27 20 24 31 37 23 25 21 25 21 1980
leaf_count=22 22 20 28 21 20 20 21 20 22 38 21 37 20 21 443 29 21 21 20 27 20 24 31 37 23 25 21 25 21 1980
internal_value=0 -0.000302017 -0.000571984 -0.000275287 3.21885e-05 1.33377e-05 0.00060063 5.73177e-06 0.000314638 0.00121979 -0.000283809 -0.0010822 -0.000448232 0.00116444 -1.66997e-05 -7.34802e-06 -1.83626e-05 -8.10021e-06 -0.000899007 5.64731e-06 -0.000344322 -6.63446e-06 -1.59452e-05 -0.000535953 0.000266203 2.87022e-06 -5.34803e-05 0.000236339 0.00010022 -2.0511e-05
internal_weight=0 132 110 90 69 2989 41 2969 201 80 121 78 42 43 2768 2748 2719 2698 41 2657 57 2630 2606 91 60 2515 2026 489 464 2001
internal_count=3121 132 110 90 69 2989 41 2969 201 80 121 78 42 43 2768 2748 2719 2698 41 2657 57 2630 2606 91 60 2515 2026 489 464 2001
is_linear=0
shrinkage=0.1


Tree=1288
num_leaves=31
num_cat=0
split_feature=448 0 453 2 1366 16 16 43 14 133 4 133 4 40 376 42 12 16 3 3 15 52 52 51 1453 1419 475 13 12 1429
split_gain=0.00135072 0.0048539 0.00197345 0.00256155 0.00159544 0.00199105 0.00963772 0.0119182 0.00474329 0.00497523 0.0100897 0.01748 0.00472339 0.00434998 0.00417752 0.00737502 0.00569198 0.00974895 0.0104518 0.00919576 0.0143997 0.00482478 0.00954103 0.00586433 0.00426548 0.0043159 0.00531128 0.00922565 0.00872542 0.0096514
threshold=0.068920000000000023 -0.26609999999999995 0.086430000000000021 0.089605000000000018 -1.0000000180025095e-35 -0.0068949999999999992 -0.0048099999999999992 -0.073959999999999984 0.018475000000000002 0.099660000000000012 0.056795000000000005 0.10722500000000001 -0.17966999999999997 -0.085734999999999992 0.084700000000000011 -0.16797499999999996 -0.010834999999999999 0.0039400000000000008 -0.084144999999999984 -0.0025099999999999996 -0.076244999999999993 0.008405000000000001 0.11277500000000001 -0.44986999999999994 -0.044999999999999991 0.086325000000000013 -0.073459999999999984 0.10443000000000001 0.10345000000000001 -0.060529999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 12 7 -7 9 13 11 -11 -6 -8 15 -15 19 18 -18 20 -17 23 -23 -19 -25 26 -26 28 29 -28
right_child=-2 2 3 -5 5 6 8 -9 -10 10 -12 -13 -14 14 -16 16 17 21 -20 -21 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.001485373402564702 -0.00081916461233049647 -0.00076763308108119036 -0.00026790600293845112 0.0011091247413839613 0.0012525213154731319 -0.0030827545328065754 0.0013765808234456928 0.00010280060257924641 -0.0011499425396323205 -0.0037640810874290764 0.0010655837350686153 -0.00035738496383705529 2.7864801196616151e-05 -0.0016625361114095611 0.0012813284186100086 -4.8044542579547221e-06 0.00017649319223974919 0.0014983737088429432 0.0025108980377862122 0.00064340013303552511 -0.0036736664327327163 -0.0019842500825796058 2.3084601880094482e-05 -0.0011895412409033341 -0.00052386928800842727 0.00098118923398522804 -0.0012436916924674403 0.0019614434453803279 -0.0019295655371206523 0.00067127114746164389
leaf_weight=22 20 28 22 35 32 24 25 23 38 20 26 61 1991 26 26 23 44 30 34 27 20 34 78 26 122 52 33 29 20 130
leaf_count=22 20 28 22 35 32 24 25 23 38 20 26 61 1991 26 26 23 44 30 34 27 20 34 78 26 122 52 33 29 20 130
internal_value=0 5.28323e-06 -5.29227e-06 0.000577639 -1.62873e-05 -9.26073e-06 -0.000126968 -0.00152387 -5.59139e-05 -8.99165e-06 -0.000648382 -0.00119854 4.72365e-05 7.88322e-05 3.58034e-05 -8.67959e-06 5.25744e-05 0.000147341 0.00119405 -0.000803029 -0.00171125 -3.06956e-08 -0.000586285 0.000148522 5.02323e-05 0.00013374 1.80215e-06 0.000304311 4.17055e-05 0.000283579
internal_weight=0 3101 3079 57 3022 2994 971 47 924 886 107 81 2023 779 754 728 702 632 78 70 43 554 112 442 412 386 334 212 183 163
internal_count=3121 3101 3079 57 3022 2994 971 47 924 886 107 81 2023 779 754 728 702 632 78 70 43 554 112 442 412 386 334 212 183 163
is_linear=0
shrinkage=0.1


Tree=1289
num_leaves=31
num_cat=0
split_feature=130 42 1205 401 401 401 1209 402 402 402 0 403 42 1208 1212 1212 4 1211 393 2 403 1204 132 132 42 13 399 128 130 43
split_gain=0.00126198 0.00457838 0.00227858 0.00165291 0.00198506 0.00387701 0.00404608 0.0156012 0.00285799 0.00266064 0.00501943 0.00368778 0.0176453 0.0271765 0.00282779 0.00512359 0.00594009 0.00302127 0.00351413 0.00904714 0.00353519 0.00325457 0.00568026 0.00266085 0.00324863 0.005723 0.00268588 0.00388474 0.00307468 0.00643382
threshold=-0.23647499999999996 0.15665000000000004 0.09993500000000001 0.13729500000000003 0.11916500000000001 0.11444000000000001 -0.084519999999999984 -0.0065149999999999991 0.12629000000000004 0.11174500000000002 -0.086409999999999987 -0.5335399999999999 0.085730000000000015 0.097165000000000015 0.12799000000000002 0.11006000000000002 -0.077519999999999992 0.10406000000000001 0.10358500000000001 0.084550000000000014 -0.52336499999999997 0.058775000000000008 -0.43176999999999993 -0.40070499999999992 0.11720500000000002 -0.051094999999999995 0.10695000000000002 0.11876500000000001 0.09364500000000002 -0.052894999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 11 -11 12 -8 -14 15 17 -17 18 20 -20 -13 22 -22 -24 26 -26 27 28 -25 -30
right_child=1 -3 -4 -5 -6 -7 8 -9 -10 10 -12 14 13 -15 -16 16 -18 -19 19 -21 21 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-0.00079180009604897352 0.00048994106691679917 0.0014766427266988018 -0.0010688303562346845 0.00082865282553636153 -0.00071334634222484277 0.0013273440333167938 -0.0016571072584372901 -0.00307038719765842 0.0009655579804412781 -0.001929865603306098 0.00031054336577653887 -0.0012240400911196049 0.0046125819673761724 -0.00029055407593170038 -0.00086276463943680659 0.0022899860928494793 -0.00011805388901848347 -0.0009209714221975042 0.002067432436056801 -0.00041239659298181294 0.0016838380333501846 -0.0012754635687451811 -0.0011290259659290315 -1.4569068621620038e-05 0.0015412636149752265 -0.00034637215099666782 0.00093954340093126837 0.0013593942567240447 -3.579759977583308e-05 -0.0016305063655316779
leaf_weight=20 32 21 20 24 39 22 21 20 31 20 20 24 20 26 38 21 20 36 28 31 20 20 21 2295 36 29 29 20 80 37
leaf_count=20 32 21 20 24 39 22 21 20 31 20 20 24 20 26 38 21 20 36 28 31 20 20 21 2295 36 29 29 20 80 37
internal_value=0 5.10674e-06 -4.92646e-06 2.02716e-06 -4.50743e-06 4.7167e-06 -5.06407e-06 -0.000879416 1.04906e-05 2.53015e-07 -0.000809661 1.16123e-05 0.000744746 0.00184124 -6.02507e-06 5.82644e-06 0.00111533 -1.09843e-05 1.28524e-06 0.000764471 -1.59603e-05 -4.75271e-06 5.14764e-06 -8.03406e-06 1.28535e-06 0.000699088 -1.7145e-05 -2.85529e-05 -4.00616e-05 -0.000540107
internal_weight=0 3101 3080 3060 3036 2997 2975 52 2923 2892 40 2852 67 46 2785 2747 41 2706 2670 59 2611 2587 2567 2547 2526 65 2461 2432 2412 117
internal_count=3121 3101 3080 3060 3036 2997 2975 52 2923 2892 40 2852 67 46 2785 2747 41 2706 2670 59 2611 2587 2567 2547 2526 65 2461 2432 2412 117
is_linear=0
shrinkage=0.1


Tree=1290
num_leaves=31
num_cat=0
split_feature=1208 2 1208 1209 401 43 402 43 403 402 402 158 403 16 15 402 403 403 30 9 1 33 33 2 2 14 15 45 1 158
split_gain=0.00147939 0.0107339 0.00841513 0.00173187 0.00191861 0.0041612 0.00252884 0.0105402 0.00957032 0.00398434 0.00190001 0.00599177 0.00355743 0.00465402 0.00535367 0.00289277 0.0024745 0.00413746 0.00204109 0.00261613 0.00669533 0.00393306 0.00306854 0.0054887 0.0121644 0.00296335 0.00763871 0.00381346 0.00252653 0.00208924
threshold=0.099975000000000008 0.088745000000000004 0.086590000000000014 -0.093169999999999989 0.11602000000000001 -0.0090299999999999981 0.11353000000000001 -0.0030899999999999994 0.23383500000000004 0.10842 0.089785000000000018 0.084765000000000021 -0.085444999999999979 -0.092804999999999985 0.083490000000000023 0.087880000000000014 -0.5341999999999999 -0.51385999999999987 0.096890000000000018 -0.085744999999999988 0.10956 0.086945000000000008 -0.012019999999999998 -0.023999999999999997 -0.15339499999999998 -0.31455999999999995 -0.43375999999999998 0.094030000000000016 0.11866500000000001 -0.47144999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 9 8 -8 10 15 12 -12 -14 -15 16 -5 -18 19 20 -19 22 -21 24 28 26 -25 29 -24 -27
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 11 -13 13 14 -16 -17 17 18 -20 21 -22 -23 23 25 -26 27 -28 -29 -30 -31
leaf_value=0.00093132393434643742 0.0019918582510231151 -0.0006304593983332854 -0.0020048751268491503 -0.0010566920232535765 0.0002117355585297836 -0.0013792496489083035 0.0030605162638017817 -0.0011928579071536661 4.1478217324419391e-05 -0.0011504949591896244 0.001837543103928593 -0.0010153348838211969 0.001625711426300847 -0.00080369670554441782 0.0010906115530524404 -0.0011267110153668277 0.0011961749867247097 0.00040758178908039229 0.00089450753445271397 -0.0011395907930462905 -0.0021204598317854108 -0.0013975190119890615 0.00045890777255408466 -7.1290352556388831e-05 0.002263820653452593 0.00075727876708177582 0.0021307367259831389 -0.0011086095773862326 -0.0010940541326999666 -2.1124321980272315e-05
leaf_weight=20 27 37 21 22 35 31 21 21 21 30 22 25 23 37 25 23 29 22 25 23 20 20 22 50 34 35 23 32 20 2325
leaf_count=20 27 37 21 22 35 31 21 21 21 30 22 25 23 37 25 23 29 22 25 23 20 20 22 50 34 35 23 32 20 2325
internal_value=0 0.000475831 -9.96179e-06 3.83702e-06 -2.31342e-06 -0.000535545 9.61651e-06 0.000636379 0.001551 -4.06067e-06 7.97749e-06 0.000378503 0.000704167 0.000410822 -3.98627e-05 -9.97092e-06 -4.64992e-07 8.20553e-06 -4.78999e-06 -1.33515e-05 -0.000796248 -6.26373e-07 1.02698e-05 2.06779e-05 0.000857695 -5.12875e-06 0.000622499 -2.42829e-05 -0.000280598 -9.58021e-06
internal_weight=0 64 3057 3036 3016 66 2950 63 42 2887 2857 132 107 85 62 2725 2702 2680 2651 2626 42 2584 2564 2541 76 2465 73 2392 42 2360
internal_count=3121 64 3057 3036 3016 66 2950 63 42 2887 2857 132 107 85 62 2725 2702 2680 2651 2626 42 2584 2564 2541 76 2465 73 2392 42 2360
is_linear=0
shrinkage=0.1


Tree=1291
num_leaves=31
num_cat=0
split_feature=1203 1186 1186 1204 1203 3 398 399 403 393 1186 132 33 3 1428 157 2 2 1 1 1208 403 1204 1452 1456 402 13 13 13 47
split_gain=0.00149732 0.00176169 0.00472464 0.00259247 0.00307091 0.00231147 0.00227268 0.00231206 0.0071277 0.00474378 0.00490556 0.00705158 0.00253442 0.00235035 0.00341427 0.00434952 0.00215611 0.00897149 0.00872466 0.00613286 0.00601204 0.0178244 0.00573037 0.00522525 0.00510458 0.00573615 0.00633132 0.0119321 0.0186905 0.0116266
threshold=0.10970500000000001 0.087140000000000009 0.093055000000000013 0.057120000000000011 -1.0000000180025095e-35 -0.52915999999999996 0.10586000000000002 0.08832000000000001 -0.074254999999999988 0.098330000000000015 0.057025000000000006 0.083835000000000007 -0.018454999999999996 -0.24210499999999999 -0.071779999999999997 0.63334000000000013 1.0000000180025095e-35 0.080205000000000012 0.085475000000000009 0.14804000000000003 0.10233500000000001 -0.45015499999999992 -0.085719999999999977 0.11727000000000001 -0.071109999999999993 -0.46140499999999995 -0.077799999999999994 -0.081029999999999977 -0.08231999999999999 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 9 -9 10 12 -12 -7 -14 -15 16 18 -18 -16 20 21 -20 -19 -24 -23 -26 27 28 -27 -28
right_child=-2 2 -4 -5 5 6 -8 8 -10 -11 11 -13 13 14 15 -17 17 22 19 -21 -22 24 23 -25 25 26 29 -29 -30 -31
leaf_value=0.0010742051258253364 0.00086247326966258696 0.0017772990721277894 -0.00018197886965936051 -0.0011501880432479084 -0.0010627497408893846 0.0010657520096918399 0.001002709079660814 0.00043014747934648771 -0.0016974484410785672 0.0011206329847383942 -0.0024463614635169507 0.00020911881234496831 0.00080255158825561282 -0.0010034925593728466 -0.0019757192062500577 0.0013908960085245782 0.0017454112993436867 -0.001532653627024653 -0.0031572566362183352 0.0016169004794210195 0.0014981657200093782 0.00095526402977312271 5.5974612337537226e-06 0.0016300443942600395 0.0013386882277225832 0.00015689208725760468 -0.0010301189462591132 0.0017811574281141576 -0.0029449846547901296 0.00044251715112477547
leaf_weight=26 20 20 32 20 21 22 22 32 31 37 20 20 35 35 26 22 30 24 20 20 21 41 1994 20 23 166 188 36 22 75
leaf_count=26 20 20 32 20 21 22 22 32 31 37 20 20 35 35 26 22 30 24 20 20 21 41 1994 20 23 166 188 36 22 75
internal_value=0 -5.56256e-06 0.00057159 -1.54058e-05 -7.91297e-06 -1.7282e-05 -9.91951e-06 -1.74458e-05 -0.000616765 -4.41264e-06 -1.89674e-05 -0.00111862 -3.36949e-06 -1.17757e-05 -2.20911e-05 -9.49985e-06 -2.08852e-05 2.86948e-05 -0.000181593 -0.000105372 -0.000163557 -0.000224671 3.42421e-06 2.1729e-05 -0.000118225 -0.000204525 -0.000277408 0.000113286 -0.000206093 -0.000610166
internal_weight=0 3101 52 3049 3029 3003 2982 2960 63 2897 2860 40 2820 2798 2763 2728 2706 2068 638 612 592 571 2038 2014 551 510 487 224 188 263
internal_count=3121 3101 52 3049 3029 3003 2982 2960 63 2897 2860 40 2820 2798 2763 2728 2706 2068 638 612 592 571 2038 2014 551 510 487 224 188 263
is_linear=0
shrinkage=0.1


Tree=1292
num_leaves=31
num_cat=0
split_feature=124 49 49 16 15 16 33 120 40 33 2 2 13 9 4 12 12 1 52 159 40 1186 13 42 133 13 48 15 4 13
split_gain=0.00144531 0.00280594 0.00504415 0.00293861 0.0122048 0.00445508 0.00236638 0.00347662 0.00367368 0.00298542 0.00404821 0.0196856 0.00327289 0.00316849 0.00315042 0.00201259 0.00367535 0.00481877 0.00269617 0.00389763 0.00244487 0.00207964 0.00242985 0.00547873 0.00536661 0.00414829 0.00218209 0.00636222 0.00710354 0.00323962
threshold=-0.082899999999999988 0.097940000000000013 0.036705000000000008 -0.090764999999999985 -0.10091499999999999 -0.008904999999999998 -0.009184999999999997 0.091385000000000008 -0.24134999999999998 0.085305000000000006 -0.033169999999999991 -0.15339499999999998 -0.013634999999999998 -1.0000000180025095e-35 0.59999500000000017 -0.07983999999999998 -0.040564999999999997 0.14627000000000004 0.047850000000000011 0.089270000000000016 -0.055059999999999991 0.090275000000000008 0.23855500000000004 -0.11466499999999999 0.09635500000000001 0.18141000000000002 0.11270000000000001 -0.074054999999999996 0.08184000000000001 -0.15416999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -2 8 -8 10 11 12 -10 -12 15 18 20 21 19 -15 -17 22 25 -24 -25 26 29 28 -28 -18
right_child=6 -3 -4 5 -6 -7 7 -9 9 -11 13 -13 -14 14 -16 16 17 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00048376377717118132 -0.0010743748174891585 -0.00072647614821714048 0.0019169684499502184 -0.0011494729571558278 0.0027272991539211942 0.00038716194545418994 0.0012590426354385589 -0.0012910859427869409 0.00029772745212540029 -0.0010021751168339203 -0.0011868570031567842 0.0028596113977848157 -0.001489719851607723 -0.0011619034056805008 0.0010666361289892209 0.00014008448488311842 -0.00057596706059344935 -0.0015640310246453739 0.00051479582113891172 0.00046062867855653175 0.001614631851122755 0.00077111338100889146 0.00042437416307317713 -0.002521638887701556 -0.00020504448155406866 0.0014346343341458123 0.002409811013378203 -0.00047436207547079686 9.0674849759255142e-05 -5.0678976470570882e-06
leaf_weight=29 21 24 20 29 20 54 23 21 20 30 23 27 21 57 27 22 104 20 22 20 23 34 30 20 20 20 25 41 28 2246
leaf_count=29 21 24 20 29 20 54 23 21 20 30 23 27 21 57 27 22 104 20 22 20 23 34 30 20 20 20 25 41 28 2246
internal_value=0 0.000278368 0.000437028 0.000212794 0.000826874 -0.000149735 -1.66359e-05 -9.03932e-06 2.34875e-07 -9.8181e-06 6.2776e-07 0.00076294 -0.000617794 -1.80053e-05 -8.26137e-06 -1.88844e-05 -2.2415e-06 -1.78208e-05 -0.000461519 -0.000740467 0.000893742 -5.77868e-06 -1.62026e-05 -0.000597178 -0.00136334 3.0233e-07 -1.14352e-05 0.000461014 0.00118461 -3.03332e-05
internal_weight=0 176 152 132 49 83 2945 2924 2903 2880 2850 68 41 2782 2759 2732 2633 2588 99 77 45 2568 2534 70 40 2464 2444 94 53 2350
internal_count=3121 176 152 132 49 83 2945 2924 2903 2880 2850 68 41 2782 2759 2732 2633 2588 99 77 45 2568 2534 70 40 2464 2444 94 53 2350
is_linear=0
shrinkage=0.1


Tree=1293
num_leaves=31
num_cat=0
split_feature=1203 132 13 1208 1208 1208 131 1203 399 133 399 132 132 133 50 2 0 15 51 2 2 15 50 160 52 394 47 14 15 51
split_gain=0.00139993 0.020303 0.0152934 0.00153891 0.00535849 0.00766742 0.00153104 0.00392499 0.00289306 0.00295662 0.00485222 0.00249517 0.00780441 0.00230745 0.0016644 0.00511427 0.00905538 0.00967613 0.0079041 0.00609991 0.00528415 0.00498695 0.00483352 0.00933547 0.0065907 0.00428041 0.00412339 0.0057491 0.00826941 0.00366307
threshold=0.089165000000000008 -0.083284999999999984 -0.011914999999999999 0.11332500000000002 0.10233500000000001 0.086590000000000014 -0.076979999999999979 -0.054459999999999988 0.10788500000000002 0.55672500000000014 0.09141500000000001 -0.41127499999999995 -0.096579999999999985 -0.47810999999999992 0.10861000000000003 0.089525000000000007 -0.07384499999999998 -1.0000000180025095e-35 -0.014904999999999998 0.093320000000000014 0.098260000000000014 -0.081924999999999984 0.096900000000000014 -0.090764999999999985 -0.016329999999999997 0.090335000000000013 0.13302500000000003 -0.31058999999999998 -0.072289999999999979 0.094075000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 -8 9 10 11 -9 -13 -14 22 16 17 18 -16 -17 -21 -20 25 -24 -25 29 27 -22 -29 -15
right_child=1 2 -4 -5 -6 -7 7 8 -10 -11 -12 12 13 14 15 19 -18 -19 21 20 26 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.00066404840005869872 0.0029244256410849 0.0014164396278236223 -0.0019030205466385398 -0.00071190220919708103 0.001373220031382516 -0.0019207002866702778 -0.0012585181817412376 0.0010552478745177558 0.0011984293232671916 0.00096287591713330439 -0.0012840840979697534 -0.0018899561001241884 0.00078538789026867109 -5.5331369461920655e-05 -0.0019832660253289052 0.0016151337143431495 0.00077719402747348913 -0.0029772014235672746 -0.0009639254689405096 -0.0013641405447506931 -0.00091772981482790789 0.0011264143092557788 -0.0010024924878962338 4.9446437818308677e-06 0.0020734818441100248 0.0012652183650061488 -0.0010651670966763051 0.0021627837571413107 -0.00023101947401839965 0.0004888689964602014
leaf_weight=34 23 23 35 31 28 21 25 22 20 31 30 22 37 2216 27 24 31 23 21 27 20 25 23 24 43 26 20 31 27 131
leaf_count=34 23 23 35 31 28 21 25 22 20 31 30 22 37 2216 27 24 31 23 21 27 20 25 23 24 43 26 20 31 27 131
internal_value=0 0.000410299 -0.000586683 -1.09323e-05 -3.71061e-06 -1.66439e-05 -3.13537e-06 -1.0888e-05 -1.3629e-07 -8.45677e-06 -1.90221e-05 -5.56404e-06 -1.39049e-05 9.62891e-07 -9.63358e-06 -0.000242502 -0.000708763 -0.0011886 -0.000625072 0.000154914 -0.000125448 0.000172129 1.64613e-05 0.00073579 0.00133251 -1.08204e-05 0.000215825 0.000544284 0.00104843 -2.49563e-05
internal_weight=0 81 58 3040 3009 2981 2960 2926 2901 2881 2850 2820 2798 2776 2739 276 127 96 73 149 125 46 2463 90 67 2373 98 78 58 2347
internal_count=3121 81 58 3040 3009 2981 2960 2926 2901 2881 2850 2820 2798 2776 2739 276 127 96 73 149 125 46 2463 90 67 2373 98 78 58 2347
is_linear=0
shrinkage=0.1


Tree=1294
num_leaves=31
num_cat=0
split_feature=1426 1420 475 1420 472 1426 475 157 1429 1370 475 16 52 156 50 1429 1 1 2 0 52 42 12 480 1456 42 42 1447 2 2
split_gain=0.00129366 0.00196457 0.00231384 0.00354831 0.00714347 0.00314443 0.00257194 0.00312612 0.0140852 0.00843674 0.00545113 0.00278301 0.00490725 0.00272678 0.00270179 0.00262451 0.00225584 0.0106498 0.00833258 0.00596471 0.0057798 0.0117619 0.0138583 0.0075092 0.0115314 0.00849908 0.0109281 0.00735917 0.00807192 0.0093626
threshold=-0.10090499999999998 -0.086589999999999986 -0.50059999999999982 0.056520000000000008 -0.086459999999999981 -0.061919999999999996 0.12365000000000002 -0.087424999999999989 0.057970000000000008 1.0000000180025095e-35 -0.0029899999999999996 -0.020119999999999996 -0.23375999999999997 0.11715000000000002 0.11833 -0.067934999999999982 0.081315000000000012 0.07863500000000001 0.081135000000000013 -0.26609999999999995 0.4002400000000001 0.090395000000000017 0.091625000000000012 0.086995000000000017 0.091180000000000011 0.091205000000000008 0.085345000000000018 -0.085644999999999985 0.084145000000000011 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 10 13 -7 14 -13 15 -12 -9 17 18 -17 -18 23 22 -22 24 27 26 -25 -20 29 -29
right_child=1 2 3 -5 5 6 -8 9 -10 -11 11 12 -14 -15 -16 16 19 -19 20 -21 21 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.00078222979902334159 -0.0009932007262250409 0.001073219930403866 0.0016221730481548648 -0.0013335053541231902 -0.0011285096574574708 0.0015594500617589803 0.00098792823734514148 -0.00096191980490653692 -0.0023157484753028256 0.001962833403906023 0.0011027143545850942 4.2694168902623158e-05 -0.0019795268750749532 0.00077786437680267475 -0.00050320723676122725 -0.0015055953091017301 -0.0018193738244008273 0.0021231209941906855 -0.0012995898566441613 -7.8081153018467051e-05 0.0029719970018569648 -0.00058698840974200821 -7.5892395733927315e-05 -0.00019032779700038109 0.0019573922574636529 0.00030292950246031539 -0.0032758931124893332 0.00036807215889722643 3.4207313854101867e-06 0.0026268198681063952
leaf_weight=21 20 20 27 20 25 20 26 29 32 22 22 30 20 44 20 34 20 25 40 1199 35 37 26 22 32 33 24 69 1102 25
leaf_count=21 20 20 27 20 25 20 26 29 32 22 22 30 20 44 20 34 20 25 40 1199 35 37 26 22 32 33 24 69 1102 25
internal_value=0 -5.29897e-06 1.11597e-06 -5.89124e-06 2.84306e-06 -1.1668e-05 -2.32364e-06 -1.10159e-05 -0.00046548 1.22072e-05 6.31684e-05 -0.00026211 -0.000766194 -3.14106e-06 0.00033799 -1.56281e-05 -5.55004e-06 7.63923e-05 4.17958e-05 -0.00010665 7.8205e-05 0.000819675 0.0016729 2.42599e-05 8.31941e-05 -0.000921671 -0.00180019 3.46711e-05 7.92953e-05 0.000968803
internal_weight=0 3100 3080 3060 3040 3013 2988 2962 144 2818 112 92 50 2796 42 2752 2723 1504 1479 1219 1445 98 61 1347 1268 79 46 1236 1196 94
internal_count=3121 3100 3080 3060 3040 3013 2988 2962 144 2818 112 92 50 2796 42 2752 2723 1504 1479 1219 1445 98 61 1347 1268 79 46 1236 1196 94
is_linear=0
shrinkage=0.1


Tree=1295
num_leaves=31
num_cat=0
split_feature=403 3 403 403 1208 1208 130 121 33 3 33 13 3 2 10 43 159 2 160 16 16 131 52 1 2 1 16 160 2 2
split_gain=0.00161916 0.00649609 0.00526269 0.00329603 0.00198747 0.00160254 0.00130972 0.00367465 0.00235943 0.00201693 0.00547651 0.00737647 0.00539414 0.00521601 0.015987 0.00601335 0.00468332 0.00528087 0.0116534 0.00468284 0.00561377 0.00526752 0.0050308 0.00658908 0.0141107 0.00899596 0.0225103 0.00858061 0.00507206 0.00814117
threshold=-0.5492149999999999 -0.086049999999999988 -0.53762499999999991 -0.52917499999999984 0.10837500000000001 1.0000000180025095e-35 -0.22699999999999995 -0.088279999999999983 -0.012019999999999998 -0.0049599999999999991 0.085305000000000006 -0.16152999999999998 -0.0080949999999999998 -0.0050599999999999994 0.10223 -0.081374999999999989 -0.21548999999999999 0.085155000000000022 -1.0000000180025095e-35 0.38525000000000004 0.62682500000000008 0.089005000000000015 -0.23375999999999997 0.087325000000000014 0.087955000000000019 0.09697500000000002 -0.087659999999999988 -1.0000000180025095e-35 0.10699500000000002 0.113445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 -5 -8 -9 10 11 -10 -13 14 -11 -15 -17 18 -18 21 -21 22 -19 24 -24 26 -25 -26 -27 -30
right_child=2 -3 3 4 -6 -7 7 8 9 13 -12 12 -14 15 -16 16 17 19 -20 20 -22 -23 23 25 27 28 -28 -29 29 -31
leaf_value=0.0019778689648956064 -0.0013277110903679083 -0.00026991019161262865 0.0011032420357137366 -0.00072698248585220432 -0.0010001251091307495 0.00085040129871975464 0.0012589265936580689 -0.000940507016558614 -0.0018925625198919858 0.0025763070195793146 -0.0015776475638394124 7.2926585532840885e-06 -0.0013892512843345427 -0.0013815302514962645 -0.00094844886956376622 -0.0010792409439153714 -0.00031745388069584105 -0.0016131179373977439 0.0026765637986290343 0.0021599447273689767 -0.0001014692797547295 0.0014498033953081494 -0.0030273081681939187 0.0037916560776383532 0.001549574043284255 -0.0015518238994991409 -0.00078558709051105245 -0.0010000269800939626 0.0019266326879997823 -0.00013506815228882607
leaf_weight=20 30 36 27 25 20 22 23 27 21 31 23 2261 28 27 22 29 26 21 26 23 21 23 21 22 22 20 21 33 22 148
leaf_count=20 30 36 27 25 20 22 23 27 21 31 23 2261 28 27 22 29 26 21 26 23 21 23 21 22 22 20 21 33 22 148
internal_value=0 0.000532868 -9.73594e-06 3.29182e-06 -6.5814e-06 6.88235e-08 -6.23843e-06 -1.11738e-07 -1.00356e-05 -1.34564e-06 -4.21946e-05 -2.69066e-05 -9.79045e-06 0.000169444 0.0011132 7.03963e-05 0.000152409 0.000231959 0.00117955 0.00010784 0.00108063 -1.34144e-05 -0.000115396 -1.36093e-05 -0.000822154 0.000250122 0.00155626 1.98134e-05 -4.54771e-05 0.00013174
internal_weight=0 56 3065 3035 3008 2988 2966 2941 2918 2891 2333 2310 2289 558 53 505 478 449 52 397 44 353 330 309 76 233 43 55 190 170
internal_count=3121 56 3065 3035 3008 2988 2966 2941 2918 2891 2333 2310 2289 558 53 505 478 449 52 397 44 353 330 309 76 233 43 55 190 170
is_linear=0
shrinkage=0.1


Tree=1296
num_leaves=31
num_cat=0
split_feature=33 120 150 150 142 11 2 10 9 10 1348 0 1 45 1429 475 2 42 123 124 39 2 1 16 11 52 0 3 0 51
split_gain=0.00160622 0.00136444 0.00372154 0.0020202 0.00369116 0.00419509 0.00398475 0.00390489 0.00409366 0.00405798 0.00185682 0.00279898 0.00174085 0.00451307 0.00276411 0.00340993 0.00274623 0.00330051 0.00309247 0.00300867 0.00287876 0.00397202 0.00352202 0.00256776 0.00397177 0.00836938 0.00303801 0.00414431 0.00362803 0.00289074
threshold=-0.018454999999999996 0.09852000000000001 0.14582500000000004 0.12765500000000005 -0.057499999999999989 -1.0000000180025095e-35 0.31358000000000003 -0.094984999999999986 0.092235000000000011 -0.011239999999999998 -0.047944999999999995 -0.26609999999999995 0.14699000000000004 0.084355000000000013 -0.23752499999999996 0.13528000000000004 0.14285500000000004 0.10705500000000003 0.09499500000000001 0.086445000000000008 0.10484500000000001 -0.013254999999999998 0.10871500000000002 0.6352000000000001 0.092630000000000018 -0.078224999999999975 0.11070500000000001 -0.24190499999999995 0.051010000000000007 0.11548000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 9 -9 -11 -12 13 14 -13 16 18 -18 19 20 21 22 -16 24 26 -26 28 -28 29 -23
right_child=1 -3 -4 -5 5 6 -8 8 -10 10 11 12 -14 -15 15 -17 17 -19 -20 -21 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00079833576636156075 0.0012606686649277159 -0.00079117123386822645 0.0013258400633709417 -0.00077647975669927242 -0.0013868232474620031 -0.0010192673362325877 0.0011864847037941217 -0.0010513739496378254 0.0011832143617633347 -0.00093415776777657725 0.0011884529714006932 -0.0011734044551849367 -0.00069959728346605384 0.0013476079928223044 1.0611866379068011e-06 0.0013074521638554871 0.0013194284768199879 -0.0001072518031803831 -0.00088065290062620144 0.0010649846525981187 -0.00097399312639496322 4.2559171341625658e-06 0.0017922809028633588 0.00078396285803487105 -0.0024096047949223294 0.00041366195295094738 -0.00024976427458958434 0.0013723667471721357 -0.0011282711778767408 -0.00050584192464374898
leaf_weight=25 23 22 21 34 22 38 28 37 29 21 20 20 35 25 21 20 34 31 41 26 31 2202 23 39 21 21 28 36 30 117
leaf_count=25 23 22 21 34 22 38 28 37 29 21 20 20 35 25 21 20 34 31 41 26 31 2202 23 39 21 21 28 36 30 117
internal_value=0 -6.44651e-06 -8.30389e-07 -9.95587e-06 -1.32327e-06 -1.10115e-05 -8.33966e-07 -1.21187e-05 1.04208e-06 -1.08659e-05 2.6805e-06 9.65449e-06 1.2375e-06 1.01056e-05 -2.09341e-06 6.516e-06 -3.11699e-06 0.000639012 -1.8951e-05 -5.33641e-06 -1.61688e-05 -4.46959e-06 0.000937381 -2.1086e-05 -3.3875e-05 -0.000997971 -1.70942e-05 0.000662684 -3.56152e-05 -2.14799e-05
internal_weight=0 3096 3074 3053 3019 2996 2974 2946 2908 2879 2842 2821 2801 2766 2741 2721 2701 65 2636 2595 2569 2538 44 2494 2455 42 2413 64 2349 2319
internal_count=3121 3096 3074 3053 3019 2996 2974 2946 2908 2879 2842 2821 2801 2766 2741 2721 2701 65 2636 2595 2569 2538 44 2494 2455 42 2413 64 2349 2319
is_linear=0
shrinkage=0.1


Tree=1297
num_leaves=31
num_cat=0
split_feature=124 133 124 123 1 13 3 12 12 13 14 0 123 0 43 34 46 45 9 41 11 41 41 1454 0 12 158 159 2 50
split_gain=0.00138738 0.00284623 0.00360482 0.00444771 0.00630174 0.00570087 0.00316147 0.00195585 0.0132668 0.00365871 0.0091749 0.0070815 0.00555205 0.004764 0.00383623 0.00303747 0.00272919 0.00559089 0.00260087 0.00275554 0.00931616 0.0032329 0.00645914 0.0029655 0.00691014 0.00998841 0.00481297 0.00367718 0.0092535 0.00494758
threshold=-0.082899999999999988 0.087625000000000022 -0.085309999999999983 0.083805000000000004 0.10389500000000002 -0.090204999999999994 -0.010424999999999999 -0.010834999999999999 -0.040564999999999997 -0.11122999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.085740000000000011 -0.094654999999999975 -0.081454999999999986 -0.057544999999999992 0.10253500000000002 0.081955000000000014 0.087755000000000014 0.08690500000000001 0.086080000000000018 0.079395000000000007 0.07677500000000001 0.096235000000000015 -0.085669999999999982 0.089300000000000004 0.13634500000000002 0.13255000000000003 0.086675000000000016 -0.099524999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -3 8 9 10 -2 12 14 -14 -11 -9 17 18 19 21 -21 22 23 26 -25 -26 27 29 -29 -17
right_child=7 6 -4 5 -6 -7 -8 15 -10 11 -12 -13 13 -15 -16 16 -18 -19 -20 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00052827531035291029 0.0023655536147998649 0.0017795565948092744 0.0010756159856639526 0.00052291639964096258 0.0017333718511508779 -0.0015827931990821124 6.0461428947746757e-05 0.0012365723436232657 -0.0024687789436429741 0.0016652366862847255 -0.00014173702436016389 -0.0016186337821030368 -0.0018638521467801185 -3.2392363937105988e-05 -2.1640415694231969e-05 0.00091642941752995231 -0.0011641814571339637 0.0015958966988943179 -0.00081546191388788894 0.0023271075577386432 -0.00052994220668915661 -0.001005359532427974 0.0016388129122788088 0.00065096926603776717 -0.0028527123635918228 3.487322200089693e-05 0.0013628654208822321 -0.0025076516921399162 0.00035342974081056756 -1.1074338031000095e-05
leaf_weight=28 20 23 27 20 22 36 20 20 25 26 54 33 20 49 28 59 20 22 39 21 25 32 24 27 23 25 26 20 26 2281
leaf_count=28 20 23 27 20 22 36 20 20 25 26 54 33 20 49 28 59 20 22 39 21 25 32 24 27 23 25 26 20 26 2281
internal_value=0 0.000272732 4.40743e-05 -0.000218677 0.000466849 -0.000830754 0.000979977 -1.62991e-05 -0.000280985 -4.31813e-05 0.000535909 -0.000317878 3.11053e-05 -0.00056325 0.00079056 8.79192e-06 -4.04937e-07 8.37828e-06 -4.91145e-06 7.29847e-06 0.000774363 -6.57687e-06 6.15155e-06 -9.60393e-06 -0.000628858 -0.00134876 9.6515e-06 -5.09434e-06 -0.000890519 1.23114e-05
internal_weight=0 176 133 106 50 56 43 2945 255 230 74 156 123 69 54 2690 2670 2650 2628 2589 46 2543 2511 2487 75 48 2412 2386 46 2340
internal_count=3121 176 133 106 50 56 43 2945 255 230 74 156 123 69 54 2690 2670 2650 2628 2589 46 2543 2511 2487 75 48 2412 2386 46 2340
is_linear=0
shrinkage=0.1


Tree=1298
num_leaves=31
num_cat=0
split_feature=40 120 33 9 16 43 1375 150 43 43 159 13 1371 43 15 160 150 4 4 160 40 39 3 3 1 480 160 16 132 3
split_gain=0.0014244 0.00447515 0.00241425 0.00166523 0.00949528 0.00157847 0.0096325 0.00774623 0.010489 0.00713094 0.00541484 0.00589983 0.00548632 0.00624564 0.0139358 0.0124103 0.0046096 0.0047924 0.00666999 0.00579449 0.00861918 0.00787827 0.00895805 0.00933563 0.00576799 0.0056454 0.00564862 0.00708464 0.0102194 0.0097951
threshold=-0.24290999999999999 0.093680000000000013 -0.012019999999999998 0.091600000000000015 -0.42170999999999997 -0.082389999999999977 -0.15308499999999997 0.10846000000000001 -0.08287499999999999 -0.082144999999999982 0.14765500000000001 0.11217000000000001 0.083235000000000017 -0.081289999999999987 -0.092489999999999989 -0.076689999999999994 0.10335500000000002 -0.015039999999999998 -0.013125 0.086870000000000017 -0.083564999999999987 0.087470000000000006 -0.083489999999999995 -0.081574999999999995 0.098700000000000024 -0.068944999999999992 -0.087874999999999995 -0.083134999999999987 0.081465000000000024 -0.096099999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 8 16 -7 11 12 13 14 -11 -16 17 24 -19 20 -20 22 -22 -24 25 -8 -27 -28 -29 -30
right_child=1 -3 3 4 -6 9 7 -9 -10 10 -12 -13 -14 -15 15 -17 -18 18 19 -21 21 -23 23 -25 -26 26 27 28 29 -31
leaf_value=-0.00073707716230553798 -0.00094542318558389388 0.001427353399975056 0.0020469348491169515 -0.00097795560987750936 0.0017982304628406253 -0.0018403963715007358 0.0015296812527454816 -0.001379792047535173 0.0023252928108420403 -0.0012828554597217592 0.0012602741874616187 0.0015427389192273436 -0.0016758412111985742 -8.2312109869706521e-05 0.003746337129850872 0.00040428524877643218 0.0015178441681200638 -0.0020064626670708613 -0.0021663140403106809 0.00062160209113500684 7.4131817436190676e-05 0.001502066019747872 -0.0032183798798359935 -0.00044722298616468306 0.0013497286520543555 -0.00099165594794464371 -0.0011599577693933887 1.5976503694522158e-05 0.0033274429629091178 0.00055324996189613427
leaf_weight=26 27 22 25 22 28 22 26 36 21 20 32 23 21 2031 20 25 21 21 25 71 108 24 20 31 42 49 35 192 20 35
leaf_count=26 27 22 25 22 28 22 26 36 21 20 32 23 21 2031 20 25 21 21 25 71 108 24 20 31 42 49 35 192 20 35
internal_value=0 6.19192e-06 -3.98235e-06 4.36266e-06 0.000576709 -5.18918e-06 0.000114865 5.27009e-05 0.000122296 -4.90742e-05 -3.093e-05 -5.02378e-05 -6.75445e-05 -5.14309e-05 0.000913489 0.00188964 5.80416e-05 1.41849e-05 -0.000287785 -0.000158422 -0.00042468 -0.000186752 -0.000441668 -0.00153395 0.00024123 0.000110818 -6.33132e-07 0.000171566 0.000360243 0.00156205
internal_weight=0 3095 3073 3046 50 2996 802 777 741 2194 2172 2140 2117 2096 65 45 720 699 300 279 208 183 159 51 399 357 331 282 247 55
internal_count=3121 3095 3073 3046 50 2996 802 777 741 2194 2172 2140 2117 2096 65 45 720 699 300 279 208 183 159 51 399 357 331 282 247 55
is_linear=0
shrinkage=0.1


Tree=1299
num_leaves=31
num_cat=0
split_feature=33 120 150 39 39 376 1 12 123 1375 456 1375 1375 1375 447 147 0 1366 47 13 2 13 1 1 3 16 1 0 0 1452
split_gain=0.00155513 0.00162116 0.00320047 0.00192194 0.00271048 0.00226859 0.00316321 0.00535632 0.00230718 0.00165353 0.00254523 0.00614331 0.00239104 0.00241488 0.00210056 0.00323522 0.00550478 0.00321882 0.00284713 0.00451899 0.00400657 0.0032322 0.00317563 0.00855711 0.0619363 0.0495249 0.0114529 0.00919589 0.00827836 0.00665651
threshold=-0.018454999999999996 0.093680000000000013 0.14582500000000004 -0.082829999999999987 -0.046074999999999991 -0.18919999999999998 0.16540500000000002 0.15120000000000003 -0.043329999999999994 -0.4078199999999999 0.11078000000000002 -0.15308499999999997 -0.090674999999999992 -0.074434999999999987 0.10121000000000001 0.090335000000000013 -0.09595999999999999 -0.079979999999999982 0.13283000000000003 -1.0000000180025095e-35 0.14285500000000004 -0.013634999999999998 0.090475000000000014 0.09253500000000002 -0.082794999999999994 -0.034884999999999992 0.093205000000000024 -0.23051499999999997 -0.23194499999999998 0.10669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 8 -7 -10 11 -11 -13 -14 15 17 -17 -15 20 -20 22 -22 28 24 -24 -26 -25 -28 -19 -30
right_child=1 -3 -4 4 5 6 -8 -9 9 10 -12 12 13 14 -16 16 -18 18 19 -21 21 -23 23 26 25 -27 27 -29 29 -31
leaf_value=0.00078553877025842672 0.00096878708805888899 -0.00080835865833796565 0.0012304742149786935 -0.0010961805941010624 0.00098288044100627316 -0.0010807946187560448 0.0012393079604953528 -0.0015104064870077613 -0.00078201387756659342 0.0016770485407588158 -0.0010673036102327221 -0.0010635492314274113 0.00091529459660423225 0.00089858633287803974 0.00097133783115582034 -0.0016233666955182951 0.000111783567316285 0.0019027849348882836 -0.0019099094840930775 0.00016700600760734895 0.00032841791685167402 0.0017638499538103741 0.0023784574848832564 0.001914537641485887 -0.0059960448536379588 1.4413659944413947e-05 -0.0018317827459184395 -6.5879947531146708e-05 5.5293206669584733e-05 -0.0016571292410726133
leaf_weight=25 20 25 21 23 23 20 20 24 27 22 22 21 29 40 22 33 41 24 20 22 62 21 32 28 29 26 31 605 1740 23
leaf_count=25 20 25 21 23 23 20 20 24 27 22 22 21 29 40 22 33 41 24 20 22 62 21 32 28 29 26 31 605 1740 23
internal_value=0 -6.34317e-06 1.85772e-07 -8.28507e-06 -1.47344e-05 -6.4626e-06 -1.40882e-05 -2.25457e-05 -1.03999e-05 -3.06843e-06 4.20137e-06 1.24121e-05 -4.42196e-07 7.45216e-06 -1.95385e-06 -9.66448e-06 -0.000662 8.19449e-06 -5.17977e-06 -0.000822001 7.90932e-06 0.0006916 -1.44493e-05 -0.000186998 -0.00111954 -0.00315474 -6.48126e-05 -0.000151954 5.80655e-05 3.2953e-05
internal_weight=0 3096 3071 3050 3030 3007 2984 2964 2940 2920 2893 2871 2849 2828 2799 2777 74 2703 2663 42 2621 83 2538 751 87 55 664 636 1787 1763
internal_count=3121 3096 3071 3050 3030 3007 2984 2964 2940 2920 2893 2871 2849 2828 2799 2777 74 2703 2663 42 2621 83 2538 751 87 55 664 636 1787 1763
is_linear=0
shrinkage=0.1


Tree=1300
num_leaves=31
num_cat=0
split_feature=1446 1446 3 3 1204 12 3 150 16 49 475 474 52 3 0 133 0 1211 1211 3 13 13 13 1211 0 42 12 52 133 480
split_gain=0.00134897 0.00324172 0.00176873 0.00987293 0.00598874 0.00570782 0.0201548 0.0052261 0.00684181 0.00808867 0.00489098 0.0144489 0.00490133 0.00591284 0.00522782 0.00916861 0.00663549 0.00480385 0.00976276 0.00628338 0.00506508 0.0102923 0.00842465 0.00606212 0.00862488 0.00883133 0.00873997 0.00730842 0.00985453 0.00603118
threshold=0.11655500000000001 0.111445 -0.077354999999999993 -0.077644999999999978 -1.0000000180025095e-35 0.082850000000000021 -0.087519999999999987 0.12765500000000005 -0.5335399999999999 -0.14917999999999998 0.05680000000000001 -0.10160499999999999 -0.160465 -0.069009999999999974 0.10455500000000001 0.086910000000000015 0.041630000000000007 0.11789500000000001 0.11088500000000003 -0.078084999999999988 -0.087934999999999985 -0.088464999999999988 -0.087404999999999997 0.087635000000000005 -0.087084999999999982 0.084145000000000011 0.085055000000000006 0.089325000000000015 -0.062749999999999986 0.086995000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1 8 -7 -10 11 -6 13 -13 16 -16 -14 18 19 20 21 23 -22 24 25 -11 -27 28 -26 -24
right_child=-2 -3 4 -5 10 7 -8 -9 9 17 -12 12 14 -15 15 -17 -18 -19 -20 -21 22 -23 29 -25 27 26 -28 -29 -30 -31
leaf_value=-0.00016376757648834067 -0.00060022031051433977 0.0012454106145360997 0.0014639065671344139 -0.0020370863273274152 0.0025695723582707022 0.0017901559085161849 -0.0035866321349749342 -0.0013641326951242432 -0.0016701692740233348 0.002541635554753157 -0.001226731122005731 -0.0019065672331489624 0.00011071347593261971 -0.00021357497210420522 -0.0025253089451325651 0.00043304466896436437 0.0014591304407651096 0.0014790969156741125 -0.0020684078195451795 0.0016585313205723651 -0.0018308748544838566 0.0024205956433434039 4.4588762084857487e-05 0.0018415315669872577 0.00025840690017819569 -0.0014566375084383333 0.00083610014897809992 0.000739975647108319 -0.0024216999566894683 -0.00084728780574449864
leaf_weight=123 37 21 31 25 23 22 20 27 28 20 29 25 921 118 20 22 38 23 22 24 26 24 1186 21 23 23 60 24 34 81
leaf_count=123 37 21 31 25 23 22 20 27 28 20 29 25 921 118 20 22 38 23 22 24 26 24 1186 21 23 23 60 24 34 81
internal_value=0 7.20108e-06 -1.28811e-06 -6.34098e-05 9.16666e-05 -3.61641e-05 -0.00064249 1.5817e-05 3.85219e-05 1.47196e-05 5.60985e-05 8.79769e-05 3.80847e-05 -0.000509553 0.000116319 -0.000975695 0.000164144 4.43719e-05 2.33268e-05 5.30928e-05 2.77771e-05 0.000461255 -4.89952e-05 0.000231869 4.81578e-05 0.000655302 0.000200763 -0.000723889 -0.00134025 -1.24294e-05
internal_weight=0 3084 3063 1836 1227 1811 143 1668 1641 1619 1196 1167 1144 143 1001 42 959 1591 1568 1546 1522 229 1293 205 184 103 83 81 57 1267
internal_count=3121 3084 3063 1836 1227 1811 143 1668 1641 1619 1196 1167 1144 143 1001 42 959 1591 1568 1546 1522 229 1293 205 184 103 83 81 57 1267
is_linear=0
shrinkage=0.1


Tree=1301
num_leaves=31
num_cat=0
split_feature=472 474 471 475 12 157 156 1372 1446 48 3 1446 152 12 159 159 158 12 159 1 50 42 133 13 13 0 0 13 1213 2
split_gain=0.00139203 0.00581591 0.00252322 0.0023084 0.00408793 0.00239816 0.0157013 0.007369 0.00468506 0.00652671 0.00495058 0.00263321 0.00327652 0.00360435 0.00304396 0.0049366 0.00532788 0.00484805 0.00259949 0.00370123 0.0036127 0.00336084 0.0120484 0.00360121 0.00896611 0.012813 0.00778971 0.00666747 0.00807829 0.00576958
threshold=-0.38234499999999999 0.12103000000000001 0.10338500000000002 0.068270000000000011 0.086565000000000017 -0.087424999999999989 0.086860000000000007 -0.087494999999999976 0.085345000000000018 0.094680000000000014 -0.081234999999999988 0.11402000000000001 0.083250000000000018 0.22926500000000002 -0.47115499999999993 -0.46267499999999995 -0.42403999999999992 0.089410000000000003 -0.26157999999999998 0.084525000000000003 0.13226000000000002 -0.16797499999999996 0.088625000000000009 0.19762500000000002 0.095710000000000017 -0.073309999999999986 0.12358500000000001 0.054800000000000008 -0.060974999999999994 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 8 -7 9 10 -2 12 13 14 17 -16 -17 -9 19 -18 21 22 -20 24 27 -26 -27 -23 -29 -25
right_child=1 -3 -4 4 -6 7 -8 11 -10 -11 -12 -13 -14 -15 15 16 18 -19 20 -21 -22 23 -24 29 25 26 -28 28 -30 -31
leaf_value=-0.00075865036402926011 0.0020879069661411146 0.0016644028331419187 -0.0010725507221650333 -0.00017722182103898377 0.0016918211752040822 0.0017931364114780952 -0.0022046041031393948 0.0003484554532769835 -0.00095432038190968653 -0.00086199649049376612 5.6777596473693857e-05 0.00083411443015761878 -0.0011784547996285255 0.0012416569900739454 0.0012329827151916107 -0.0015319068086050128 0.0015961519292128894 -0.0017224522701536236 0.00012461298532658616 -0.00024580121971666812 -0.0011459626623296314 3.5420525169506084e-05 -0.0027635023859329524 0.00010498964188198717 0.0024727806018846523 -0.00055121455128149437 0.0017977664685895436 0.00098558710167361875 -0.0012021385865600045 -0.0014641852708466884
leaf_weight=24 30 21 22 25 22 23 36 20 24 20 20 37 24 23 32 23 24 26 52 20 28 2219 20 53 36 48 20 21 86 42
leaf_count=24 30 21 22 25 22 23 36 20 24 20 20 37 24 23 32 23 24 26 52 20 28 2219 20 53 36 48 20 21 86 42
internal_value=0 5.87911e-06 -5.44371e-06 2.24338e-06 0.000697649 -8.62595e-06 -0.000428743 1.03574e-05 0.000251374 0.000664755 0.00127546 -4.00973e-06 -1.50181e-05 -5.0208e-06 -1.53723e-05 -1.74984e-06 -1.64272e-05 -0.000822058 -3.36761e-06 0.0007589 -1.61447e-05 -3.96335e-06 -0.000677641 1.52465e-05 3.88595e-05 0.00094728 0.000139662 -1.75771e-06 -0.000772772 -0.000588751
internal_weight=0 3097 3076 3054 47 3007 130 2877 94 70 50 2854 2817 2793 2770 2724 2692 46 2669 44 2625 2597 72 2525 2430 104 68 2326 107 95
internal_count=3121 3097 3076 3054 47 3007 130 2877 94 70 50 2854 2817 2793 2770 2724 2692 46 2669 44 2625 2597 72 2525 2430 104 68 2326 107 95
is_linear=0
shrinkage=0.1


Tree=1302
num_leaves=31
num_cat=0
split_feature=471 1429 52 1 0 52 1428 473 153 157 156 157 1374 1 1374 456 43 15 151 150 151 151 151 31 475 131 475 13 52 12
split_gain=0.00143201 0.00262869 0.00272157 0.00673447 0.00580437 0.00577268 0.00439763 0.00320764 0.00282959 0.0029337 0.01219 0.00682697 0.00463193 0.0137758 0.00573602 0.00422632 0.00420993 0.00653054 0.00310605 0.00426157 0.00422925 0.00630507 0.00404415 0.00259578 0.00239653 0.00725751 0.00693246 0.00417717 0.00436232 0.00618042
threshold=0.10693500000000002 -0.23752499999999996 -0.55692499999999978 0.10471500000000002 -0.014954999999999998 -0.55061999999999989 -0.070379999999999984 0.077695000000000014 0.084695000000000006 -0.087424999999999989 0.086860000000000007 -0.086554999999999979 0.087855000000000016 0.085475000000000009 0.079875000000000015 -1.0000000180025095e-35 -0.078844999999999985 -0.015039999999999998 0.13340000000000005 0.12706500000000001 0.095500000000000015 0.084350000000000008 0.043560000000000008 -0.084869999999999987 -0.082759999999999986 0.085335000000000008 -0.081219999999999987 -0.0082249999999999979 -0.016949999999999996 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7 8 9 10 16 -11 14 -14 15 -13 17 -8 19 20 21 22 23 -17 25 27 -26 28 29 -25
right_child=-2 2 5 -5 -6 6 7 -9 -10 11 -12 12 13 -15 -16 18 -18 -19 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0011205980121823294 0.00082299424684606493 0.0011677081841130362 -0.0013938208203762769 0.002165587244089693 -0.00077190252486616375 0.0012707454512430425 0.0018203889049969062 0.0011916269185762345 -0.0012057684132014404 0.0017626629549671305 -0.0019708665242528936 0.0014150693129825719 -0.002579357586283651 0.00030262236873251067 0.001661208683314423 0.0010350861237384378 -0.00074308728757647004 -0.00056372324725089133 -0.0012205209438217849 0.0014193372933992319 -0.0011719872919662346 0.0017287124025945862 -0.0014275608459138312 -0.0011359015516936779 -0.0017255484019794193 0.0021008437787670468 -1.7273611563471243e-05 -0.00065655727013747434 0.0016601793429193398 0.0009227388751293932
leaf_weight=21 21 27 30 20 36 27 27 22 20 22 38 21 27 43 21 24 28 20 21 21 31 21 20 25 24 21 2336 47 24 35
leaf_count=21 21 27 30 20 36 27 27 22 20 22 38 21 27 43 21 24 28 20 21 21 31 21 20 25 24 21 2336 47 24 35
internal_value=0 -5.57512e-06 2.02978e-06 0.000566884 5.93592e-05 -1.36187e-05 3.41513e-07 -1.13294e-05 -2.04021e-05 -1.22187e-05 -0.000511711 8.05521e-06 -5.92066e-06 -0.000808998 1.49617e-05 2.01858e-06 0.000227595 0.000805873 -9.17918e-06 4.96814e-07 -1.09279e-05 3.03906e-06 -1.1139e-05 3.15073e-08 -9.85755e-06 0.000375014 -3.46459e-05 9.83545e-05 0.000520746 6.4972e-05
internal_weight=0 3100 3079 83 63 2996 2966 2939 2917 2897 113 2784 2762 70 2692 2671 75 47 2650 2629 2608 2577 2556 2536 2512 152 2360 131 84 60
internal_count=3121 3100 3079 83 63 2996 2966 2939 2917 2897 113 2784 2762 70 2692 2671 75 47 2650 2629 2608 2577 2556 2536 2512 152 2360 131 84 60
is_linear=0
shrinkage=0.1


Tree=1303
num_leaves=31
num_cat=0
split_feature=12 130 12 13 46 52 403 4 1210 403 42 50 0 0 42 0 402 12 12 133 4 13 484 4 42 133 1 0 42 3
split_gain=0.00139719 0.0034429 0.00180075 0.0053578 0.00340144 0.00289324 0.00209093 0.00905016 0.0125696 0.00573306 0.00148409 0.00543435 0.00497964 0.00596033 0.00474177 0.00369053 0.00556205 0.0101366 0.00984703 0.00490047 0.00479115 0.00260644 0.00257628 0.00513564 0.00347316 0.00906385 0.00760341 0.00393042 0.00320628 0.0088784
threshold=0.23631000000000002 -0.22562499999999999 0.12757000000000002 0.097995000000000013 -0.043074999999999995 0.016565000000000003 -0.53960999999999981 -0.081839999999999982 -0.053799999999999994 -0.53101999999999994 0.097640000000000018 -0.099524999999999988 -0.050064999999999991 -0.065229999999999996 0.096610000000000015 -0.082009999999999986 -0.46435999999999994 0.096830000000000013 0.094225000000000017 -0.11008499999999999 0.0045450000000000013 -0.070304999999999992 0.18587500000000004 -0.013514999999999998 0.094725000000000018 0.097125000000000003 0.094220000000000012 0.18019500000000002 0.091295000000000015 -0.082284999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 7 -6 -9 -8 14 -12 13 15 22 19 -17 18 -18 -13 -21 -14 24 -24 27 26 -26 28 -11 -30
right_child=-2 2 3 -5 6 -7 9 8 -10 10 11 12 21 -15 -16 16 17 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0011745454728370533 -0.00077652947916446828 0.0011461667168007877 -0.00071075769540454668 -0.0018370491406087587 -0.00069505245092191866 0.000949202251684342 -0.0014946674444497778 0.0032284581307543535 -0.00015540636023101599 2.1961908984004757e-05 0.001799153884057887 0.00060548449999519758 0.00033623483740603149 -0.0012528635221659332 -0.0013713459448459059 -0.00069184217302660858 0.00057796771475113922 -0.00033934747334569694 0.0035152912627728211 -0.0021464542362082287 -0.00024275309443533519 0.0018771440455956118 -0.0017351849484257401 0.00031276623946420538 0.002579143959659492 -0.0010715671878477389 0.00026028560016364341 -0.0013222424050226161 -0.0021731295641802717 -0.00011913180981475609
leaf_weight=25 23 26 21 21 35 21 26 21 23 2240 20 35 23 37 26 28 25 35 21 20 39 21 25 24 26 22 31 23 25 133
leaf_count=25 23 26 21 21 35 21 26 21 23 2240 20 35 23 37 26 28 25 35 21 20 39 21 25 24 26 22 31 23 25 133
internal_value=0 5.76508e-06 -3.74339e-06 -0.000532868 7.33132e-06 0.000119222 -2.59151e-06 0.000505018 0.00145962 -1.63957e-05 -3.04556e-06 0.000205913 9.37132e-05 -8.55787e-05 -2.77149e-05 0.000127178 0.000523134 0.000943125 0.00191892 -0.000331963 -0.000888076 0.00107167 -1.40097e-05 -0.000732107 6.49798e-08 0.000652558 0.00131801 -2.12266e-05 -8.74816e-06 -0.000444131
internal_weight=0 3098 3073 63 3010 42 2984 79 44 2905 2879 304 284 240 2575 203 109 81 46 94 59 44 2549 49 2500 79 57 2421 2398 158
internal_count=3121 3098 3073 63 3010 42 2984 79 44 2905 2879 304 284 240 2575 203 109 81 46 94 59 44 2549 49 2500 79 57 2421 2398 158
is_linear=0
shrinkage=0.1


Tree=1304
num_leaves=31
num_cat=0
split_feature=151 42 2 4 0 456 1375 457 457 151 457 151 1374 150 12 150 456 0 124 124 160 1 3 3 3 1 43 1209 133 42
split_gain=0.00137241 0.00595099 0.00431572 0.00847378 0.00606383 0.00388606 0.00208366 0.00356496 0.0032266 0.00856597 0.00500206 0.0038239 0.00407114 0.00417416 0.0178364 0.00315128 0.00763811 0.00288982 0.00266949 0.00477362 0.00526538 0.00727332 0.00347347 0.0104435 0.0087336 0.0428894 0.0146708 0.00807702 0.00761341 0.00636951
threshold=0.084350000000000008 0.091545000000000015 0.11293500000000002 0.042705000000000007 -0.090314999999999993 -0.087384999999999977 0.093520000000000006 0.41022000000000008 0.098180000000000003 -0.10959499999999998 0.091945000000000013 0.0045550000000000009 0.086765000000000023 0.10389500000000002 0.083935000000000023 0.090735000000000024 0.083075000000000024 -0.24955499999999997 -0.084644999999999984 -0.086724999999999983 0.085755000000000012 0.10439500000000002 -0.082234999999999989 -0.082334999999999978 -0.080634999999999984 0.090475000000000014 -0.08231999999999999 -0.087199999999999986 0.089980000000000018 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 7 8 10 -10 11 12 13 15 -15 17 -17 -7 19 20 21 -19 23 27 25 26 -24 -20 29 -28
right_child=1 -3 -4 -5 -6 6 -8 -9 9 -11 -12 -13 -14 14 -16 16 -18 18 22 -21 -22 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0013686568376475149 0.0016697645746171477 0.0018608620068767949 0.0012321373712356118 -0.0021214827406220139 -0.0005246366002692786 0.0010493232438770624 -0.00072968961276973681 0.0013366283127106728 0.00056571292285486285 -0.0017583358394248146 0.0011523560234835667 -0.0012097952694882855 0.0012540644388466787 0.0010123229769165986 -0.0026250275068118107 0.0020627378219311748 -0.00054872476473628059 -0.00052309885043008578 0.0019067291906812109 0.0016556229657278612 -0.0011121005043387413 0.0016801434918306769 -0.0025980414519005497 0.0021181740178726617 -3.586129275575686e-05 -0.0050269796718133706 0.0011751795570099993 1.3447513998914008e-05 0.0019300914555788039 -0.00052402028990260218
leaf_weight=21 20 21 22 20 34 26 39 20 29 35 38 26 26 26 28 24 21 29 23 26 25 31 23 25 1180 21 28 1110 20 104
leaf_count=21 20 21 22 20 34 26 39 20 29 35 38 26 26 26 28 24 21 29 23 26 25 31 23 25 1180 21 28 1110 20 104
internal_value=0 0.00033601 2.44807e-06 -0.000363135 0.000288105 -1.30869e-05 -3.54386e-06 6.0756e-06 -3.02531e-06 -0.000705251 1.26888e-05 -2.6575e-06 8.56767e-06 -3.12291e-06 -0.000873711 1.41863e-05 0.000844055 2.04952e-07 -1.01077e-05 0.000469894 0.000107201 0.000615243 -3.11339e-05 9.64904e-05 -0.000138539 -0.000756698 -0.000244264 5.18813e-05 0.0001119 -0.000163584
internal_weight=0 117 96 74 54 3004 2983 2944 2924 64 2860 2822 2796 2770 54 2716 45 2671 2645 111 85 60 2534 1158 1376 196 175 1133 152 132
internal_count=3121 117 96 74 54 3004 2983 2944 2924 64 2860 2822 2796 2770 54 2716 45 2671 2645 111 85 60 2534 1158 1376 196 175 1133 152 132
is_linear=0
shrinkage=0.1


Tree=1305
num_leaves=31
num_cat=0
split_feature=1446 1446 1446 160 13 1446 12 403 403 133 1208 3 403 133 43 154 157 1419 3 1420 16 51 475 403 157 12 160 160 160 42
split_gain=0.0012326 0.00255783 0.00186998 0.00388841 0.00454062 0.00365367 0.0191359 0.0119241 0.00752927 0.0171209 0.00735835 0.0164206 0.0102113 0.0063538 0.00565027 0.00281981 0.00465802 0.0029952 0.0071936 0.00602257 0.00280019 0.0085087 0.00597073 0.0023803 0.00217814 0.0034128 0.00254241 0.00888995 0.00387331 0.00253865
threshold=0.11655500000000001 0.10916500000000003 0.089705000000000021 -0.061914999999999991 -0.080344999999999986 0.083715000000000026 0.083785000000000012 -0.085164999999999977 -0.54856499999999986 0.40431 0.099975000000000008 -0.080289999999999986 -0.52800499999999995 -0.0081349999999999981 -0.081944999999999976 0.084190000000000001 0.63604500000000008 0.086325000000000013 -0.082334999999999978 -0.078304999999999986 0.62682500000000008 -0.21316999999999997 0.12365000000000002 -0.49218499999999993 0.11933000000000001 0.092995000000000008 -0.54913999999999985 -0.53327999999999987 -0.52336499999999997 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 8 -7 -8 9 -1 12 -12 -10 -9 -15 16 17 19 -19 -14 22 -22 23 -21 26 -26 -25 -28 -29 -30
right_child=-2 -3 3 -5 -6 6 7 13 10 -11 11 -13 15 14 -16 -17 -18 18 -20 20 21 -23 -24 24 25 -27 27 28 29 -31
leaf_value=-0.0034809042053529993 -0.00057374604512006044 0.00088255786884088375 -0.00013802494109508448 0.00052922710077837106 -0.0020342935896579825 0.0029486610876539583 -0.0022855403483845295 0.0019382680247959105 -0.0018181408100175643 0.00041080298296247535 0.0033434531400589984 -0.00030248690415949871 -0.0016172083699569594 0.00091937839679303581 -0.0012740012501244961 0.0011613674094578961 -0.0015223597665317357 0.0019107589118734555 -0.00033916603521599127 0.00091192530952835581 0.000510823642419252 -0.0016641954155135398 0.0016657760917124422 0.001034268049482742 0.0015437618854617619 -0.00017892655235735456 -0.0019787396273940154 0.0013488173285233123 -0.0001032376988488465 0.00010619020546941017
leaf_weight=20 37 33 28 25 23 26 20 21 31 26 21 30 23 24 23 21 20 27 30 29 35 37 22 23 23 23 23 21 1378 998
leaf_count=20 37 33 28 25 23 26 20 21 31 26 21 30 23 24 23 21 20 27 30 29 35 37 22 23 23 23 23 21 1378 998
internal_value=0 6.88346e-06 -2.58795e-06 -0.000492405 -0.000993205 9.92502e-06 0.000565097 -0.000139138 -1.21965e-05 -0.00128124 8.54106e-06 0.00119878 -1.34207e-05 0.000492157 -0.000153978 7.04996e-06 -1.88834e-06 9.40789e-06 0.000726588 -6.10606e-06 8.08052e-06 -0.000606894 2.55129e-05 1.11817e-05 6.86945e-07 0.000682418 -1.21496e-05 -2.20949e-05 -3.32022e-06 -1.52709e-05
internal_weight=0 3084 3051 76 51 2975 114 88 2861 46 2815 51 2764 68 47 2733 2712 2692 57 2635 2612 72 2540 2518 2489 46 2443 2420 2397 2376
internal_count=3121 3084 3051 76 51 2975 114 88 2861 46 2815 51 2764 68 47 2733 2712 2692 57 2635 2612 72 2540 2518 2489 46 2443 2420 2397 2376
is_linear=0
shrinkage=0.1


Tree=1306
num_leaves=31
num_cat=0
split_feature=403 3 403 1208 403 403 403 403 403 133 43 402 402 403 2 1212 1213 2 3 2 13 1212 131 402 1203 131 43 128 38 1212
split_gain=0.00150603 0.00531894 0.0041511 0.00451022 0.0120389 0.00836893 0.0014736 0.00137409 0.00215441 0.00247333 0.0067407 0.00450169 0.00420314 0.00373139 0.00286085 0.00234936 0.00770162 0.0054091 0.00780172 0.0062736 0.00837564 0.00624604 0.00255443 0.00347991 0.00324994 0.00273571 0.00316986 0.00259106 0.00436395 0.00263572
threshold=-0.5492149999999999 -0.086049999999999988 -0.5425549999999999 0.099975000000000008 -0.52445499999999989 -0.52800499999999995 -0.50388999999999984 -0.44023999999999991 -0.41825499999999993 0.51314000000000015 0.05259500000000001 -0.21830999999999998 -0.09849999999999999 -0.23730999999999999 0.088225000000000012 -1.0000000180025095e-35 0.05211000000000001 0.084515000000000021 -0.07908999999999998 0.080205000000000012 -0.087404999999999997 -0.16927999999999996 0.11863000000000001 0.11844500000000001 -0.093454999999999996 0.10954500000000002 -0.070064999999999975 0.11876500000000001 0.10914000000000001 0.12267000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -4 -7 -8 -9 11 -11 14 -13 -14 -10 16 17 19 21 20 -15 -19 23 24 -17 27 -27 28 29 -26
right_child=2 -3 3 4 -6 6 7 8 9 10 -12 12 13 15 -16 22 -18 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0018214533077843952 -0.0014453580137342215 -0.00021249592019658952 -0.001766816015286302 0.0027140654523723894 -0.00071409602183848632 0.00085720097180455926 -0.00083014031522907314 0.00090780541247043479 0.001855356028924386 0.00056625243797454807 -0.001887006645362514 -0.0014199244412815288 -0.001241433315347725 -0.0012830971215277846 0.00022357941885605792 0.0012782542768400163 0.0022099366576003375 -9.4021146069280816e-05 -0.00055414825178948897 -0.0018491276889108122 0.0014791452272734404 0.0020892593517984142 -0.00091575710947865673 -0.0012270576705265305 -4.4965807422247704e-06 -0.00016717120375687956 0.001521874116617255 0.00090814170073523807 -0.0014622382963785814 -0.0011040488967079332
leaf_weight=20 20 36 27 21 20 20 20 26 21 21 24 21 24 21 22 20 20 20 35 24 23 38 31 23 2405 20 25 30 21 22
leaf_count=20 20 36 27 21 20 20 20 26 21 21 24 21 24 21 22 20 20 20 35 24 23 38 31 23 2405 20 25 30 21 22
internal_value=0 0.000513915 -9.38963e-06 4.20207e-08 0.00104179 -1.41763e-05 1.71936e-06 -4.06679e-06 1.5585e-06 -6.53577e-06 -0.000742152 5.01439e-06 -1.04534e-05 1.10073e-07 0.00102049 1.08362e-05 0.000359178 0.00012927 0.000624906 -0.000548585 0.000160802 0.0013364 -1.34418e-05 -2.54089e-06 8.53418e-06 -1.53099e-06 0.000771187 -1.55634e-05 -2.68833e-05 -1.44637e-05
internal_weight=0 56 3065 3045 41 3004 2977 2957 2937 2911 45 2866 2823 2802 43 2778 181 161 93 68 44 58 2597 2566 2543 2523 45 2478 2448 2427
internal_count=3121 56 3065 3045 41 3004 2977 2957 2937 2911 45 2866 2823 2802 43 2778 181 161 93 68 44 58 2597 2566 2543 2523 45 2478 2448 2427
is_linear=0
shrinkage=0.1


Tree=1307
num_leaves=31
num_cat=0
split_feature=128 0 16 12 128 128 403 15 403 403 402 133 42 402 399 131 400 1204 129 130 121 33 47 2 47 43 15 474 47 0
split_gain=0.00140279 0.0035507 0.00549631 0.00799921 0.00351631 0.00311236 0.00208841 0.00688907 0.00359059 0.00396863 0.00195912 0.00531875 0.00599329 0.00361477 0.00268401 0.00251968 0.00234818 0.00245133 0.00234382 0.0027555 0.00391944 0.00230612 0.00207438 0.00569123 0.00599567 0.00800217 0.00489112 0.00731413 0.00862891 0.00610142
threshold=0.099470000000000017 -0.077084999999999987 -0.076669999999999988 0.089085000000000011 0.092940000000000009 0.089035000000000017 -0.5492149999999999 0.087960000000000024 -0.53762499999999991 -0.52917499999999984 0.12629000000000004 -0.062749999999999986 0.094525000000000012 0.11679000000000002 0.10788500000000002 0.13052000000000002 -0.10835999999999998 0.020355000000000002 0.10412500000000001 -0.22699999999999995 -0.088279999999999983 -0.012019999999999998 0.079855000000000023 -1.0000000180025095e-35 0.087235000000000021 -0.0017249999999999998 -0.049819999999999996 0.032465000000000008 0.091210000000000013 -0.059114999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 7 -1 -8 -10 13 -12 -13 14 15 16 -11 18 19 -18 -21 -22 -23 -24 25 -25 27 28 -26 -30
right_child=1 -3 -4 -5 -6 -7 8 -9 9 10 11 12 -14 -15 -16 -17 17 -19 -20 20 21 22 23 24 26 -27 -28 -29 29 -31
leaf_value=-0.00042122948657849745 0.000957535273107257 0.00045365256359573543 -0.0020860643171458615 -0.0011945491429800406 0.0010252487968982142 -0.0011825256049633028 -0.0011073096992512202 0.0018439787542447448 0.0012176743104915929 -0.0010807754413690418 0.001621981766678531 -0.0013222234529993411 0.0010395906936277502 -0.0012356656398575675 0.0010726706104596023 -0.00086760642000573325 -0.0010777217680394339 0.0010829870913377298 0.00094302173081534698 0.0012983382355583751 -0.00093222610367875956 -4.0938861393252578e-05 0.0016713935434818268 0.0026111358466247721 0.0018504946894774385 -0.00014950141998096593 0.00092105897259898485 -0.0018343046725494789 -5.8983290227612262e-05 -0.0018921306246193128
leaf_weight=29 31 41 21 39 34 22 29 25 27 20 27 22 21 24 23 34 24 21 26 23 27 2155 25 21 22 21 45 25 197 20
leaf_count=29 31 41 21 39 34 22 29 25 27 20 27 22 21 24 23 34 24 21 26 23 27 2155 25 21 22 21 45 25 197 20
internal_value=0 -0.000319026 -0.000667156 -0.000241483 1.40888e-05 2.45447e-06 1.13428e-05 0.000627478 -2.13719e-07 1.10515e-05 -4.89026e-07 0.000521943 -0.000168779 -1.37728e-05 -3.02695e-06 -1.217e-05 -1.28494e-06 6.85602e-06 -1.7334e-06 -1.11628e-05 -1.24518e-06 -1.29303e-05 -3.12346e-06 0.000213611 0.00010978 0.00123082 -4.25935e-05 -0.000206852 -3.66169e-05 -0.000227937
internal_weight=0 132 91 70 2989 2955 2933 54 2879 2850 2823 70 43 2753 2729 2706 2672 2652 2631 2605 2581 2558 2531 376 351 42 309 264 239 217
internal_count=3121 132 91 70 2989 2955 2933 54 2879 2850 2823 70 43 2753 2729 2706 2672 2652 2631 2605 2581 2558 2531 376 351 42 309 264 239 217
is_linear=0
shrinkage=0.1


Tree=1308
num_leaves=31
num_cat=0
split_feature=33 120 40 9 1 2 11 11 1429 16 2 155 475 49 1371 2 1375 1 475 475 33 1429 16 2 11 11 9 2 10 13
split_gain=0.00155538 0.00152139 0.00295719 0.00146488 0.00660018 0.00159912 0.00189655 0.00242828 0.00505463 0.00387344 0.00988948 0.00393022 0.00277982 0.014419 0.00790278 0.0258725 0.00387759 0.0225686 0.00449559 0.00931777 0.00440459 0.00387694 0.00393795 0.00416647 0.00238739 0.00468038 0.00235598 0.00377668 0.0037326 0.00331283
threshold=-0.018454999999999996 0.09852000000000001 -0.24134999999999998 0.091905000000000014 0.13332000000000002 -0.15339499999999998 0.096435000000000007 0.092630000000000018 0.12365500000000001 0.62925500000000012 0.11018500000000002 0.12509500000000004 -0.085774999999999976 0.093350000000000002 0.083235000000000017 0.087995000000000004 -0.090674999999999992 0.087325000000000014 -0.084049999999999986 -0.084699999999999984 0.085305000000000006 0.086095000000000019 0.11346000000000002 0.087815000000000018 0.086080000000000018 0.080705000000000013 -0.085744999999999988 0.17025000000000004 -0.0069899999999999988 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 7 8 9 11 -11 12 13 21 16 -16 17 -14 19 -18 24 22 23 -7 25 26 -20 28 -28 -30
right_child=1 -3 3 4 -6 6 -8 -9 -10 10 -12 -13 14 -15 15 -17 18 -19 20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00078559983265586201 0.0011292400405458782 -0.00083497361907079303 0.00078076944426776706 -0.001735814287349058 0.00058585548587143427 -0.00049799823264995782 0.00063021997718707378 -0.0010883658661484895 0.0015008616531056098 0.00075382415512153383 -0.0020184257204574909 0.0012970595491503406 -0.0026233678105199946 -0.0026258424320258203 0.0039449842483736579 -0.0011415174033027142 -9.4275779621158214e-05 0.0012641603293429529 -0.00083511481061577803 0.0025562522711143607 -0.001458041345523227 0.0010519832848720919 -0.00145439856833863 0.0012851654645055534 -0.00093896041206015214 0.0012694209890092868 0.0011570387420727424 0.0010343672192123319 -0.00048016963571232438 5.5540950974330136e-06
leaf_weight=25 23 22 26 24 25 38 46 21 22 22 31 23 32 25 20 20 36 28 34 21 21 28 22 20 27 29 27 35 150 2198
leaf_count=25 23 22 26 24 25 38 46 21 22 22 31 23 32 25 20 20 36 28 34 21 21 28 22 20 27 29 27 35 150 2198
internal_value=0 -6.34367e-06 -4.13327e-07 -8.92923e-06 -0.000551289 -7.65935e-08 -6.8985e-06 -1.6901e-05 -9.16617e-06 -2.06731e-05 -0.00086768 -4.83284e-06 -1.54851e-05 -0.000461714 6.67636e-06 0.00140173 -1.44769e-05 -0.000809188 4.0191e-06 0.000882235 -1.58374e-05 3.9242e-05 -0.000315217 0.000116886 -3.72291e-06 6.48793e-06 -8.49777e-06 3.16405e-06 -1.20326e-05 -2.5476e-05
internal_weight=0 3096 3074 3051 49 3002 2976 2930 2909 2887 53 2834 2811 133 2678 40 2638 60 2578 57 2521 108 80 58 2500 2473 2444 2410 2375 2348
internal_count=3121 3096 3074 3051 49 3002 2976 2930 2909 2887 53 2834 2811 133 2678 40 2638 60 2578 57 2521 108 80 58 2500 2473 2444 2410 2375 2348
is_linear=0
shrinkage=0.1


Tree=1309
num_leaves=31
num_cat=0
split_feature=12 130 2 10 11 33 39 1 46 470 11 156 2 52 155 475 156 157 475 153 158 1452 1451 1453 157 51 151 43 483 49
split_gain=0.00151297 0.00317559 0.0016595 0.00564933 0.00312576 0.00307127 0.00683954 0.00290248 0.00271532 0.00322617 0.00216999 0.00609424 0.00468103 0.00381726 0.00349565 0.00310605 0.00316135 0.00231144 0.00230912 0.00284926 0.00185603 0.00376919 0.00416999 0.00351782 0.0022327 0.00946429 0.00676723 0.00496223 0.010536 0.00228595
threshold=0.23631000000000002 -0.22562499999999999 0.25063000000000007 -0.4066499999999999 -0.072629999999999986 0.085305000000000006 0.056590000000000008 0.15799000000000005 0.096120000000000011 0.079700000000000007 0.090070000000000025 0.15608500000000003 0.11018500000000002 -0.07167999999999998 0.12509500000000004 -0.10023499999999998 -0.094124999999999986 0.18116500000000002 0.062280000000000009 0.084695000000000006 -0.47144999999999992 0.093985000000000013 0.091400000000000009 0.08154500000000002 -0.087424999999999989 -0.085534999999999986 -0.54917999999999989 -0.083879999999999996 0.087440000000000004 0.26982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 7 -7 8 9 10 11 14 13 -12 15 17 -17 -6 19 20 -18 23 -23 24 25 -22 -26 -27 -29 -28
right_child=-2 2 3 -5 5 6 -8 -9 -10 -11 12 -13 -14 -15 -16 16 18 -19 -20 -21 21 22 -24 -25 26 27 29 28 -30 -31
leaf_value=0.0011284896082652269 -0.00080806310642915578 0.0012515377697855001 0.00058897614944726235 -0.0017332090744854546 -0.00019093784193197885 -0.0021227999209215689 0.00046112973010167487 -0.0011352417810650713 0.00096416514415371534 -0.0012577970483107492 -0.00098514628410339348 -0.0016559644565197894 0.0013569848167527517 0.00086837243346963081 0.0011266648499128808 0.0012405468022777877 0.00072017198056831451 -0.0015404334019298073 0.00080434052207339034 -0.0011910341220209375 -0.0024055174742534293 -0.0018128012692613994 5.1330711115345677e-05 0.0013347329408861697 0.0017294814481156999 0.0011300395283830801 1.7127054382821045e-05 -0.0019191125827125724 0.00090126068770097427 -0.00084717122146919864
leaf_weight=25 23 20 20 22 30 21 20 22 30 20 25 22 37 20 28 21 36 22 36 20 20 24 24 20 23 27 2379 27 26 31
leaf_count=25 23 20 20 22 30 21 20 22 30 20 25 22 37 20 28 21 36 22 36 20 20 24 24 20 23 27 2379 27 26 31
internal_value=0 5.99918e-06 -3.1327e-06 -0.000627407 5.51775e-06 -2.7587e-06 -0.000862346 9.10766e-06 1.76476e-05 7.91642e-06 1.66515e-05 1.88524e-06 0.000523747 -0.00016136 1.49392e-05 3.68526e-06 1.83534e-05 -0.000761878 8.82273e-06 -1.95583e-06 7.06259e-06 -2.80744e-06 -0.000880735 1.36988e-05 3.26825e-06 -0.000459825 2.23021e-05 2.65976e-05 -0.000535533 6.00952e-06
internal_weight=0 3098 3073 42 3031 3011 41 2970 2948 2918 2898 2816 82 45 2794 2766 2714 52 2693 2657 2637 2601 48 2553 2533 100 2433 80 53 2410
internal_count=3121 3098 3073 42 3031 3011 41 2970 2948 2918 2898 2816 82 45 2794 2766 2714 52 2693 2657 2637 2601 48 2553 2533 100 2433 80 53 2410
is_linear=0
shrinkage=0.1


Tree=1310
num_leaves=31
num_cat=0
split_feature=1420 1452 1456 3 160 160 1455 3 1447 1447 1447 481 160 483 158 479 481 479 475 2 475 475 1371 15 1453 157 475 133 2 1
split_gain=0.00145193 0.00136912 0.00158181 0.00815807 0.00873701 0.00476167 0.00338368 0.00617902 0.00293339 0.0271589 0.0107605 0.00647162 0.00505629 0.00222057 0.00248878 0.00225408 0.00610231 0.00243589 0.00223365 0.0128237 0.0222703 0.00916786 0.00811244 0.0191295 0.00343657 0.00334047 0.0133019 0.0244155 0.00917995 0.00754226
threshold=1.0000000180025095e-35 -0.082504999999999981 -0.090954999999999994 -0.083654999999999993 -0.014869999999999998 -0.11922499999999998 -0.072959999999999983 -0.081734999999999988 -0.085684999999999997 -0.086279999999999982 -0.084549999999999986 -0.086219999999999977 -0.090764999999999985 -0.47356499999999996 0.13634500000000002 0.10713500000000002 -0.15265499999999996 0.084530000000000008 -0.085774999999999976 0.086950000000000013 -0.086909999999999987 -0.098879999999999982 0.083235000000000017 -0.045854999999999993 -0.079499999999999987 -0.083944999999999978 -0.0070399999999999994 0.085815000000000016 0.087815000000000018 0.10171500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -4 9 11 -10 -8 -13 -12 15 16 -15 18 19 21 -21 -18 24 -24 -20 26 27 -26 -28 -30
right_child=-2 2 6 4 -6 -7 8 -9 10 -11 13 12 -14 14 -16 -17 17 -19 22 20 -22 -23 23 -25 25 -27 28 -29 29 -31
leaf_value=0.00081809495692141364 0.00070428209848990989 -0.0015708236494040313 0.0021239461434777781 0.00032831523257623158 0.001957461516195465 -0.0016219370688001318 -0.0016959145038803716 -0.00012840477018095234 -0.0021859704526951134 0.0038267062883824109 -0.0010384754981801268 -0.00054703083054240167 0.0012107954248009871 -0.0016457384148531634 0.0010782235523774512 0.00087805017038980232 -0.00042911106799940838 0.00093512486912206638 0.0012519634569928583 -0.00025399722786539273 -0.0040438171706045981 0.0024919951245898292 -0.00065521436044946313 0.0036179552541580049 -0.0034603857087803949 -3.6044192463941688e-06 0.0018222296962145874 0.00063707439873654113 -0.0014075414157670104 0.00086982532890173252
leaf_weight=20 29 38 21 31 21 21 23 29 23 20 21 36 30 23 21 28 22 27 21 69 20 21 22 20 33 2319 27 26 33 26
leaf_count=20 29 38 21 31 21 21 23 29 23 20 21 36 30 23 21 28 22 27 21 69 20 21 22 20 33 2319 27 26 33 26
internal_value=0 -6.60549e-06 -1.19746e-05 -0.00038259 0.000235942 -0.000459287 1.91875e-06 0.000817583 -1.20913e-05 0.00049687 -3.18903e-05 -0.000251408 0.000251981 -1.40623e-05 -6.26223e-06 -1.45831e-05 -2.38093e-05 -9.92083e-06 -1.9517e-05 -0.000420536 -0.00110564 0.000997476 1.43054e-06 0.00137963 -2.18629e-05 -3.27194e-05 -0.000498359 -0.00165473 0.000294963 -0.000403956
internal_weight=0 3092 3072 111 73 52 2961 50 2911 109 2802 89 66 2779 2758 2737 2709 2686 2659 132 89 43 2527 42 2485 2464 145 59 86 59
internal_count=3121 3092 3072 111 73 52 2961 50 2911 109 2802 89 66 2779 2758 2737 2709 2686 2659 132 89 43 2527 42 2485 2464 145 59 86 59
is_linear=0
shrinkage=0.1


Tree=1311
num_leaves=31
num_cat=0
split_feature=12 130 43 43 16 16 12 16 130 128 3 42 13 1 42 403 1210 52 1210 1209 4 16 14 1210 3 2 52 15 15 12
split_gain=0.00125001 0.00250151 0.00143749 0.01052 0.00497754 0.00770447 0.0213921 0.00646385 0.00643035 0.0059107 0.0035909 0.00345599 0.00294831 0.00611325 0.0028309 0.00280794 0.00363866 0.0103429 0.00302447 0.00355932 0.00285932 0.0111976 0.00794125 0.00789344 0.00469944 0.0083482 0.0151017 0.0101385 0.0100052 0.00885467
threshold=0.23631000000000002 -0.22562499999999999 -0.11278499999999998 -0.10603999999999998 -0.23935499999999996 -0.077879999999999991 0.084795000000000023 -0.083134999999999987 0.087445000000000009 0.09585500000000001 -0.15447499999999995 0.091625000000000012 0.11217000000000001 0.10124500000000002 -0.079539999999999986 -0.55049499999999985 -0.095909999999999981 0.083680000000000018 -0.083289999999999989 -0.087714999999999987 -0.078629999999999992 -0.14322499999999996 0.062655000000000016 -1.0000000180025095e-35 0.084940000000000015 0.089005000000000015 0.10024500000000001 0.089165000000000008 0.088655000000000025 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6 -8 -9 10 -7 14 15 -14 -12 -5 17 -17 -18 -20 21 -21 23 -23 25 27 -27 28 -25 -29
right_child=-2 2 3 12 5 9 7 8 -10 -11 11 -13 13 -15 -16 16 18 -19 19 20 -22 22 -24 24 -26 26 -28 29 -30 -31
leaf_value=0.0010017103571444751 -0.00073449153696065366 -0.001294136150563891 0.0017687404434100782 0.00080694092051466788 0.0034657500626053663 -0.0011795313730544876 -0.0010925918298370734 -0.00029585304126764338 0.0019857080270802335 -0.0019318321139811208 0.00019174408852280577 0.001177941070359555 0.0020954627793980762 -0.00032018882497637113 -0.00092401692134051305 0.00037686915040530014 0.00095561645721318209 -0.0024985119594599717 0.0013061635184567423 -0.0025385415996424855 3.1784928208581217e-05 -0.0013683460636953401 -0.0020511083787260716 5.7435911113509178e-05 0.00064895974643848313 -0.00027890549141115377 -0.0029825595917645845 0.00039084483820867418 -0.0021172034445360467 0.0026822117918457551
leaf_weight=25 23 37 34 41 21 32 37 30 21 24 59 21 20 22 37 29 32 22 20 20 1845 44 21 264 99 119 25 48 23 26
leaf_count=25 23 37 34 41 21 32 37 30 21 24 59 21 20 22 37 29 32 22 20 20 1845 44 21 264 99 119 25 48 23 26
internal_value=0 5.45297e-06 -2.65196e-06 2.06254e-05 -0.000203611 -6.05277e-05 0.000597974 -8.6382e-05 0.000643613 -0.000475422 -0.000240832 1.59063e-05 -1.22603e-06 0.000830121 -0.000238289 -1.42643e-05 -2.70324e-05 -0.000863491 -1.05361e-05 -2.26414e-05 -3.31292e-05 -0.000206956 -0.000137252 -7.52292e-05 1.89714e-05 -0.000104531 -0.00074829 0.000152259 -0.000116838 0.00119592
internal_weight=0 3098 3073 2754 319 282 109 88 51 173 149 117 2720 42 96 2678 2637 51 2586 2554 2534 689 669 648 604 505 144 361 287 74
internal_count=3121 3098 3073 2754 319 282 109 88 51 173 149 117 2720 42 96 2678 2637 51 2586 2554 2534 689 669 648 604 505 144 361 287 74
is_linear=0
shrinkage=0.1


Tree=1312
num_leaves=31
num_cat=0
split_feature=130 42 1205 403 4 1210 1208 3 12 12 160 42 12 133 13 4 13 15 11 3 13 16 131 15 12 48 51 0 13 2
split_gain=0.00132369 0.00409818 0.00168541 0.00164463 0.00843946 0.0105848 0.0057366 0.00159345 0.00398438 0.0175142 0.00749227 0.0072549 0.0173005 0.013618 0.00708823 0.00646844 0.00573836 0.00507775 0.0051747 0.00357984 0.00574306 0.00504802 0.00412027 0.00421268 0.00358821 0.00303922 0.00366886 0.00736418 0.00507815 0.00840564
threshold=-0.23647499999999996 0.15665000000000004 0.09993500000000001 -0.53960999999999981 -0.081839999999999982 -0.053799999999999994 0.098655000000000007 -0.094299999999999981 0.089300000000000004 0.090545000000000014 0.10455000000000002 -0.088934999999999986 0.085195000000000007 0.094195000000000015 0.084330000000000016 -0.15289999999999995 -1.0000000180025095e-35 -0.092334999999999987 0.074925000000000005 -0.088784999999999989 0.0027400000000000007 -0.08595499999999999 0.096490000000000006 0.084370000000000014 0.087385000000000004 -0.032929999999999994 -0.020969999999999996 -0.0058249999999999994 0.10002500000000002 0.10527500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 11 -10 25 12 -5 14 16 -16 17 -13 -19 20 21 -9 23 -23 -24 -11 28 -28 29 -27
right_child=1 -3 -4 6 5 -7 -8 19 9 10 -12 13 -14 -15 15 -17 -18 18 -20 -21 -22 22 24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00081092788983369254 -0.00070681523598198391 0.0013974573995385851 -0.00091926723602227863 0.00065890529744878966 0.0029970810105580661 -0.00010815562234948512 -0.0012310311000586999 -0.0012009497203065882 0.0031244151336564264 -0.00077784988838671288 -0.0016240995610132813 -0.0014911365907882218 -0.0028888176910446157 0.0025584829217266472 -0.0023375548897699144 9.7482166020199662e-05 0.0012294092911906774 0.0014166278805097809 -0.00057705524586102309 4.2949383358541819e-06 -0.0016148400978584375 -1.900371099854338e-05 -0.0014178697858534923 0.0017720664764055982 0.00040960950732585929 -0.0010442238417454064 0.00029752260626144528 0.0018686190513627873 -0.001119070380421666 0.0016206062941286103
leaf_weight=20 35 21 20 27 21 23 38 35 22 22 21 23 28 21 24 20 40 23 30 2252 35 29 22 24 21 20 103 42 30 29
leaf_count=20 35 21 20 27 21 23 38 35 22 22 21 23 28 21 24 20 40 23 30 2252 35 29 22 24 21 20 103 42 30 29
internal_value=0 5.23011e-06 -4.26235e-06 1.71808e-06 0.000452058 0.00137389 -1.02165e-05 5.54669e-06 0.000163461 0.000412409 0.000188948 -0.000141394 -0.00114721 0.00016424 -0.000150004 -0.00123072 0.000259923 -0.000250334 0.000288128 -2.874e-05 -0.000476901 -0.000172871 0.00020195 0.000792047 -0.00052538 0.00034372 0.000453874 0.000752599 -9.44178e-05 0.000532921
internal_weight=0 3101 3080 3060 79 44 2981 2943 525 289 267 236 55 181 160 44 116 76 53 2418 166 131 96 53 43 246 224 145 79 49
internal_count=3121 3101 3080 3060 79 44 2981 2943 525 289 267 236 55 181 160 44 116 76 53 2418 166 131 96 53 43 246 224 145 79 49
is_linear=0
shrinkage=0.1


Tree=1313
num_leaves=31
num_cat=0
split_feature=40 120 33 9 10 11 475 475 16 471 1 0 1455 484 1 1 2 479 1 16 16 131 15 43 1374 13 13 481 1374 151
split_gain=0.00126195 0.00402251 0.00244357 0.00162783 0.00807159 0.00163311 0.0082477 0.00671531 0.00730009 0.00513524 0.00195678 0.00901152 0.0052404 0.00650944 0.00535059 0.0362664 0.0189349 0.0125827 0.0113022 0.0150115 0.00949511 0.00843899 0.00687557 0.00698907 0.00565803 0.00514014 0.0194592 0.0141343 0.00982376 0.0114068
threshold=-0.24290999999999999 0.093680000000000013 -0.012019999999999998 0.091600000000000015 0.094860000000000014 0.090070000000000025 0.12927000000000002 -0.073459999999999984 0.41221000000000008 0.10189500000000001 0.085760000000000017 -0.23051499999999997 -0.037084999999999993 0.058970000000000009 0.09253500000000002 0.091785000000000019 0.089885000000000007 0.093525000000000011 0.08864000000000001 -0.082179999999999989 -0.0064149999999999997 0.090495000000000006 0.088990000000000014 -0.0057949999999999989 -0.067869999999999986 -0.086254999999999984 -0.085744999999999988 -0.086484999999999992 0.086000000000000007 -0.091299999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 9 -7 -9 10 11 -4 13 -12 15 16 18 24 22 -20 21 -21 23 -14 -16 28 -27 -28 29 -13
right_child=1 -3 3 4 -6 7 -8 8 -10 -11 12 25 14 -15 17 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0006937742421331888 -0.00095095827408065966 0.001353201823605394 0.0021625338192097841 0.0021265683439560235 -0.00046694757664226931 -0.0011268476955592632 -0.0020406156056560578 7.2100928221462872e-05 0.0023788388697025572 0.0015191048898321408 0.0021135510786932528 -0.0020479802419209763 -0.00032569739572784829 -0.0003532097800052725 0.0015704045211896299 -0.0043381755072598189 -0.0024018493946641687 0.0024500054499367254 0.0025449949219097001 -0.0013394213307441937 0.0016181475876284571 0.0010152458071546711 0.00088647638331167404 -0.0022501321231175099 -0.00013340709785956682 -0.0024325495796373993 0.0018911640018861938 -6.7230935688075013e-05 0.0024918142042588444 0.00034503778079882606
leaf_weight=26 27 22 20 20 30 20 20 34 23 22 23 21 46 20 20 23 34 20 34 45 29 23 22 32 765 34 38 1221 20 387
leaf_count=26 27 22 20 20 30 20 20 34 23 22 23 21 46 20 20 23 34 20 34 45 29 23 22 32 765 34 38 1221 20 387
internal_value=0 5.82816e-06 -3.81786e-06 4.57767e-06 0.000570459 -4.86627e-06 -1.68575e-05 0.000449711 0.00100289 -2.89576e-06 -1.45343e-05 5.20836e-05 -0.000116631 0.00096622 -0.000159232 -0.000529139 -0.000198543 -2.68922e-05 0.000125753 0.000736892 0.000103123 -0.00054299 -0.000674838 -0.00111521 -8.99979e-05 2.75578e-05 -7.18727e-05 -8.12132e-06 0.00032794 0.000221868
internal_weight=0 3095 3073 3046 50 2996 2919 77 57 2899 2877 1741 1136 43 1093 288 265 805 231 131 97 68 100 78 785 1721 1293 1259 428 408
internal_count=3121 3095 3073 3046 50 2996 2919 77 57 2899 2877 1741 1136 43 1093 288 265 805 231 131 97 68 100 78 785 1721 1293 1259 428 408
is_linear=0
shrinkage=0.1


Tree=1314
num_leaves=31
num_cat=0
split_feature=33 120 40 2 1 2 4 1208 402 1452 1204 1203 1208 1209 13 9 130 132 1211 50 3 3 1447 43 4 42 4 4 0 12
split_gain=0.00139511 0.00179067 0.00297149 0.00146065 0.0109717 0.0059499 0.0128049 0.00418727 0.00899169 0.00400898 0.00374423 0.00791182 0.00377111 0.0062983 0.00370046 0.0065038 0.00370605 0.00408226 0.0147802 0.00467523 0.0119658 0.00536008 0.00718099 0.00919303 0.0108878 0.0281961 0.00976618 0.00705748 0.00724149 0.00573824
threshold=-0.018454999999999996 0.09852000000000001 -0.24134999999999998 0.079055000000000014 0.084525000000000003 0.082275000000000015 -0.090289999999999981 0.10233500000000001 0.12933500000000003 0.11727000000000001 0.058775000000000008 -1.0000000180025095e-35 0.10837500000000001 -0.089214999999999989 -0.090639999999999984 0.087755000000000014 -0.068174999999999986 -0.083284999999999984 0.11013500000000002 0.091445000000000012 -0.082879999999999995 -0.083654999999999993 -0.050039999999999994 -0.082389999999999977 -0.0063549999999999987 0.090240000000000015 0.053180000000000012 0.0045450000000000013 -0.069444999999999993 0.094225000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 8 14 10 11 -7 13 -13 -6 16 -16 -18 19 21 -21 -19 -23 27 25 -25 -26 28 -24 -27
right_child=1 -3 3 5 7 9 -8 -9 -10 -11 -12 12 -14 -15 15 -17 17 18 -20 20 -22 22 23 24 26 29 -28 -29 -30 -31
leaf_value=0.00074402437655953695 0.0011328061394717383 -0.00090498341226272975 -0.0020047919731587169 -0.00037514391545604065 0.00057546929839934983 0.0019397727346846035 0.0030509013810660693 0.0013391757816342371 -0.0020830134591299366 0.0014177563926205039 -0.0013664777000667529 -0.0015144670837409129 0.0012109040231443942 -5.0424956806224566e-06 0.0012363781866786834 -0.001441982364215489 0.00093618180124192612 -0.00089756116008391559 -0.0023964276397496829 0.0025745861647326665 -2.0910684930314371e-05 0.0017508453753014856 0.0030148304661270233 -0.0045080585742003415 0.0019860203705320601 -0.0010940945988860788 -0.00043839619818889468 -0.00048444149945862588 0.00038569936163681141 0.00082323349650121409
leaf_weight=25 23 22 30 24 88 21 20 21 22 20 20 28 25 2174 22 35 36 84 28 23 78 22 20 21 24 37 54 25 22 27
leaf_count=25 23 22 30 24 88 21 20 21 22 20 20 28 25 2174 22 35 36 84 28 23 78 22 20 21 24 37 54 25 22 27
internal_value=0 -6.00795e-06 4.2584e-07 -8.11062e-06 -0.00013272 3.0309e-05 0.00118215 -5.12079e-05 -9.49176e-05 8.15819e-06 -4.27213e-06 7.84714e-06 -1.03704e-05 -2.42359e-05 -2.72115e-05 -0.000122258 -3.39399e-05 -8.97223e-05 -0.000169147 -2.64381e-05 0.000570143 -0.000205768 2.48303e-05 -0.000140267 -0.000545597 -0.00132851 0.000307578 0.000845835 0.00163767 -0.000285222
internal_weight=0 3096 3074 3051 719 2332 44 689 668 2288 2268 2248 2227 2202 646 558 523 501 465 437 101 336 252 230 163 85 78 67 42 64
internal_count=3121 3096 3074 3051 719 2332 44 689 668 2288 2268 2248 2227 2202 646 558 523 501 465 437 101 336 252 230 163 85 78 67 42 64
is_linear=0
shrinkage=0.1


Tree=1315
num_leaves=31
num_cat=0
split_feature=12 121 33 9 13 48 48 48 48 13 48 0 2 1446 48 12 13 43 15 0 12 12 2 51 2 2 52 160 33 13
split_gain=0.00135374 0.00224007 0.00225573 0.00219697 0.00735051 0.00177711 0.00476834 0.0061472 0.00563193 0.0262683 0.00577113 0.00524135 0.00455063 0.00437629 0.00441997 0.00866085 0.00364752 0.00341425 0.00680981 0.0029077 0.00383351 0.0217077 0.00672143 0.0163896 0.0136269 0.0127752 0.0119444 0.00735528 0.00650741 0.00802807
threshold=0.23631000000000002 -0.078059999999999977 -0.012019999999999998 0.091600000000000015 -0.0021749999999999994 0.083685000000000009 0.086425000000000016 0.087310000000000013 0.089575000000000016 -0.0013449999999999996 0.091085000000000013 -0.097734999999999989 0.090425000000000019 0.091725000000000015 0.097500000000000017 0.091475000000000015 0.054800000000000008 -0.081454999999999986 -0.094549999999999981 -0.24955499999999997 0.082850000000000021 0.082095000000000015 0.086675000000000016 0.080335000000000018 0.10584500000000001 0.10855000000000002 0.081010000000000013 1.0000000180025095e-35 1.0000000180025095e-35 -0.085584999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 19 11 -8 9 -9 -10 12 -7 14 15 17 -16 -12 -19 -4 21 22 23 27 26 -26 -24 28 29 -21
right_child=-2 2 3 4 -6 6 7 8 10 -11 13 -13 -14 -15 16 -17 -18 18 -20 20 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0008011545674941902 -0.00076435975244511733 -0.00091340990017030246 0.00091897098886434953 -0.00039184682037947437 0.0020831126032308453 -0.00078596106730401518 -0.0016256639394365874 -0.00058446692057461606 -0.0012532199452192907 0.0038658648011429854 0.0012064738569919158 0.0022149521330985327 0.0012765244580805303 -0.0012974868140493831 9.3211673876668536e-05 0.0025506693736783098 -0.0011351340402918006 -0.0015372844137759372 0.00070793945408825364 0.00055158437244244856 9.3865986578494891e-06 -0.0033730440582572063 0.00039790887547294716 -0.0032210805486101893 -0.0027055947509195127 -0.00010432637838850964 0.0027938411458827824 0.0011976672328913723 0.00086490551171743363 -0.0015799056198239438
leaf_weight=35 23 27 31 28 21 20 21 36 34 21 27 22 23 21 231 21 27 22 35 24 1893 22 81 22 21 187 28 27 23 67
leaf_count=35 23 27 31 28 21 20 21 36 34 21 27 22 23 21 231 21 27 22 35 24 1893 22 81 22 21 187 28 27 23 67
internal_value=0 5.67472e-06 -3.415e-06 4.67784e-06 0.00066885 -6.21752e-06 0.000154182 4.86421e-05 0.000122664 0.00105513 -4.49031e-06 0.000959535 0.000317229 0.000106074 0.000187272 0.000734252 -3.53361e-05 0.000280148 -0.000158638 -4.33091e-05 -5.57645e-05 -0.000301444 -0.000160662 -0.000682513 0.000107671 -0.000366954 0.00101338 -0.000286424 -0.00063792 -0.00101775
internal_weight=0 3098 3063 3036 49 2987 561 496 475 57 418 65 43 384 363 105 258 84 57 2426 2395 502 480 163 317 208 109 141 114 91
internal_count=3121 3098 3063 3036 49 2987 561 496 475 57 418 65 43 384 363 105 258 84 57 2426 2395 502 480 163 317 208 109 141 114 91
is_linear=0
shrinkage=0.1


Tree=1316
num_leaves=31
num_cat=0
split_feature=33 120 12 15 39 49 2 2 2 4 2 15 13 2 3 3 124 2 2 472 475 0 475 0 1 0 4 133 403 52
split_gain=0.00143316 0.00148045 0.00269102 0.00148163 0.00239345 0.00210962 0.00194687 0.0118157 0.0093591 0.00931143 0.00689445 0.0135394 0.0110248 0.0067899 0.00825874 0.00621843 0.00520448 0.00387641 0.00818323 0.00743078 0.0124313 0.00992808 0.00545623 0.0104307 0.00440306 0.00431101 0.00418394 0.00435874 0.0040547 0.00548268
threshold=-0.018454999999999996 0.093680000000000013 0.22926500000000002 0.19724500000000003 0.13507500000000003 -0.18481499999999998 0.098630000000000009 0.097220000000000015 0.096540000000000015 -0.0083799999999999986 0.10252500000000002 -0.0063699999999999989 -0.0079349999999999993 0.10444500000000002 -0.065229999999999996 -0.072894999999999988 -0.087894999999999987 0.10584500000000001 0.10699500000000002 -0.080779999999999977 0.036560000000000002 0.11070500000000001 -0.07550999999999998 0.030935000000000004 0.10022000000000002 -0.010949999999999998 -0.0029599999999999995 -0.032969999999999992 -0.037174999999999993 0.08257500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 16 -9 11 12 -8 14 -12 -13 -7 24 -19 -20 21 22 -21 25 -15 26 27 -24 -29 -30
right_child=1 -3 -4 -5 -6 6 10 9 -10 -11 13 15 -14 17 -16 -17 -18 18 19 20 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.00075410466497851303 -0.00088717794666687646 -0.00077250966709107162 0.0011021617260253565 0.00068001013789926806 -0.0010540977617810394 0.001342111658649864 0.0032135134127231377 -0.00051357312693393658 0.0018037842101226228 -0.0032184070046059792 0.0001872281893156469 0.00076133566301154055 0.00028646007836373016 0.0017865065964412811 -0.0024361818034473498 -0.0016187529279185191 -5.5570693898500913e-05 -0.0013850378693620626 0.0016620305580727292 -0.0012181085397324136 0.0024989095081400592 -0.0016692278384497123 -0.00047170987067323539 0.0023304787076388798 -8.0816377379486107e-05 -0.0011739443836699206 -7.8119160190955229e-05 -0.00017112916102632881 0.00071729104674886921 0.0025332081900990532
leaf_weight=25 27 25 22 31 22 27 31 35 28 20 24 23 22 28 24 21 2007 38 30 31 20 35 31 21 23 27 312 28 60 23
leaf_count=25 27 25 22 31 22 27 31 35 28 20 24 23 22 28 24 21 2007 38 30 31 20 35 31 21 23 27 312 28 60 23
internal_value=0 -6.08935e-06 1.49824e-07 -7.80172e-06 -1.48667e-05 -7.23552e-06 7.66653e-07 -5.06049e-05 -1.20211e-05 -0.00149715 0.000128412 0.000922041 0.00199851 2.64488e-05 -0.00112448 -0.000374616 -3.70174e-05 0.000104588 3.92993e-05 0.00012688 4.85559e-05 -3.77242e-05 6.94102e-05 0.000148918 0.000944381 5.36735e-05 0.000126682 0.000576666 0.000869456 0.0012205
internal_weight=0 3096 3071 3049 3018 2996 2969 2117 2062 55 852 97 53 755 48 44 2034 707 656 618 588 568 533 502 51 481 454 142 111 83
internal_count=3121 3096 3071 3049 3018 2996 2969 2117 2062 55 852 97 53 755 48 44 2034 707 656 618 588 568 533 502 51 481 454 142 111 83
is_linear=0
shrinkage=0.1


Tree=1317
num_leaves=31
num_cat=0
split_feature=479 42 480 40 120 33 12 4 9 2 153 129 130 133 129 129 3 1204 403 4 43 403 49 42 3 151 49 2 133 49
split_gain=0.00142243 0.00963624 0.00377346 0.00141771 0.00395469 0.00213462 0.00178391 0.00556327 0.00509536 0.0134314 0.00187808 0.00218891 0.00456475 0.00330872 0.00308335 0.00363677 0.00468283 0.00247714 0.00241136 0.00757713 0.00844164 0.00466771 0.00253946 0.0105507 0.033094 0.0130514 0.0122432 0.0109678 0.00537629 0.00470984
threshold=0.10061500000000002 0.089810000000000015 -0.095389999999999989 -0.24290999999999999 0.093680000000000013 -0.012019999999999998 0.12757000000000002 0.033845000000000007 0.091600000000000015 -0.18970999999999996 0.086100000000000024 0.10596500000000002 0.12884500000000002 -0.0036349999999999998 0.10327000000000001 0.091700000000000018 -0.088784999999999989 0.057120000000000011 -0.53960999999999981 -0.081839999999999982 -0.041049999999999996 -0.53101999999999994 0.11136000000000001 0.083995000000000014 -0.086224999999999982 -0.29526499999999994 0.11902500000000002 0.11682500000000001 0.097125000000000003 0.09567500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 8 -8 10 -10 11 12 14 -13 15 17 -17 18 19 -7 -21 -20 29 24 -24 -26 -25 -27 -28 -23
right_child=1 -3 3 4 -6 6 7 -9 9 -11 -12 13 -14 -15 -16 16 -18 -19 21 20 -22 22 23 26 25 27 28 -29 -30 -31
leaf_value=0.0013782198843546212 0.0012604853278025986 -0.0014771872290617063 -0.0007351347838546365 -0.00088848290939090981 0.0013423115650022573 -0.00058721805005060399 0.00016607443042295544 -0.0018944243277655916 -0.00037633992175999868 0.0030166927771642805 -0.00094369490231786454 0.001396186963704947 -0.0014420396288518202 -0.0001034835365933231 -0.001233005658723414 -4.7045894381072791e-05 0.0016155336450538018 0.0010766070122675351 -0.0013901285274187103 -4.9172331290763048e-05 0.0027239315915326386 -1.0616835497490919e-05 0.0045683147662895773 -0.0026356916688382629 -0.0020330731690462148 0.0025756377848270146 0.00088533121660085666 -0.00021993754845526484 -0.00090357129175962269 -0.00061893765300434706
leaf_weight=20 20 36 26 27 22 34 38 20 28 20 21 28 22 31 20 36 32 21 25 21 23 2224 21 20 21 23 42 36 28 135
leaf_count=20 20 36 26 27 22 34 38 20 28 20 21 28 22 31 20 36 32 21 25 21 23 2224 21 20 21 23 42 36 28 135
internal_value=0 -0.000499447 9.1253e-06 1.32893e-07 6.46511e-06 -3.3409e-06 4.70584e-06 -0.000544442 1.56435e-05 0.00103742 -1.48126e-06 5.47846e-06 -7.29525e-06 0.000608224 4.13283e-06 1.31565e-05 0.000735344 -5.20884e-06 -1.3772e-05 0.000534005 0.0014004 -3.03649e-05 -1.70339e-05 0.000333676 0.00103527 0.000107842 -0.000453666 0.000869863 0.00016977 -4.54296e-05
internal_weight=0 56 3065 3045 3019 2997 2970 58 2912 48 2864 2843 2784 59 2762 2742 68 2674 2653 78 44 2575 2550 191 101 80 90 59 70 2359
internal_count=3121 56 3065 3045 3019 2997 2970 58 2912 48 2864 2843 2784 59 2762 2742 68 2674 2653 78 44 2575 2550 191 101 80 90 59 70 2359
is_linear=0
shrinkage=0.1


Tree=1318
num_leaves=31
num_cat=0
split_feature=33 120 150 150 142 11 2 10 9 10 456 1375 1429 15 16 16 3 16 52 0 43 42 42 13 15 149 15 13 133 132
split_gain=0.00145038 0.00157345 0.00260133 0.00236632 0.00255021 0.0036763 0.00276955 0.00421749 0.00309346 0.00336465 0.00176806 0.00171943 0.013164 0.0147376 0.0017052 0.00979889 0.0132212 0.00731208 0.00648924 0.00499104 0.00470644 0.00492262 0.00499508 0.00823031 0.00783783 0.00602489 0.00774324 0.011877 0.0095364 0.00652598
threshold=-0.018454999999999996 0.093680000000000013 0.14582500000000004 0.12765500000000005 -0.057499999999999989 -1.0000000180025095e-35 0.31358000000000003 -0.094984999999999986 0.092235000000000011 -0.011239999999999998 -0.089384999999999978 -0.012484999999999998 0.083715000000000026 -0.083359999999999976 -0.088909999999999989 -0.087874999999999981 -0.082334999999999978 -0.089669999999999986 -0.07167999999999998 -0.23194499999999998 -0.34140499999999996 0.094725000000000018 0.090310000000000015 -0.092534999999999992 0.099260000000000015 1.0000000180025095e-35 -0.11033999999999998 -0.15416999999999995 0.089405000000000012 -0.020824999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 9 -9 -11 12 13 -12 17 16 -16 18 -13 -17 -20 22 24 -24 25 26 -22 -28 29 -29
right_child=1 -3 -4 -5 5 6 -8 8 -10 10 11 14 -14 -15 15 19 -18 -19 20 -21 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00075861930346582092 0.0010509874145297902 -0.00079625082190614208 0.0011094761613224234 -0.00083692027469891509 -0.0012939694745000452 -0.0010525982844563644 0.0009933475170068309 -0.00095004291978438159 0.0010354199639425194 -0.0008634524622365185 0.00010714799877446654 0.0013222682322520996 -0.0012447880235789666 0.0035473110154271128 -0.00035530567052774134 0.001478198842327718 0.0027355454302573157 -0.001881048713972711 0.0012719389098018166 -3.7377986071750349e-06 0.00042229214199669115 0.00043493426885645565 -0.0027623018826402369 -0.00028367207977115301 0.0017388896184274928 -0.0019806525111198425 -0.0026152184558062195 -0.0014786566738621333 -0.0022147765906993301 4.0529772793536877e-05
leaf_weight=25 23 25 21 34 22 38 28 37 29 23 33 32 29 20 25 23 31 23 23 1911 137 108 21 37 20 20 24 32 24 243
leaf_count=25 23 25 21 34 22 38 28 37 29 23 33 32 29 20 25 23 31 23 23 1911 137 108 21 37 20 20 24 32 24 243
internal_value=0 -6.1258e-06 3.06346e-07 -7.33056e-06 2.02158e-06 -6.0393e-06 3.49771e-06 -5.91982e-06 7.77167e-06 -2.59057e-06 9.75735e-06 1.68894e-05 0.000468088 0.00140532 3.35672e-06 5.16457e-05 0.0013557 -0.000125803 -6.98107e-05 1.38861e-05 -0.000134465 -0.000183034 -0.000302641 -0.00118111 -0.000200739 -0.000281557 -0.000207683 -0.000474886 -0.000303087 -0.000136248
internal_weight=0 3096 3071 3050 3016 2993 2971 2943 2905 2876 2839 2816 82 53 2734 1990 56 744 721 1934 689 666 558 58 500 480 460 323 299 275
internal_count=3121 3096 3071 3050 3016 2993 2971 2943 2905 2876 2839 2816 82 53 2734 1990 56 744 721 1934 689 666 558 58 500 480 460 323 299 275
is_linear=0
shrinkage=0.1


Tree=1319
num_leaves=31
num_cat=0
split_feature=130 42 9 8 34 10 34 30 2 1 1205 1208 1208 1209 133 133 1371 151 2 2 2 475 484 12 16 1213 13 12 12 12
split_gain=0.00152184 0.00360356 0.00157406 0.00175505 0.00177398 0.00306919 0.00184516 0.00734225 0.00625512 0.00233736 0.00157207 0.00150617 0.0061418 0.00532715 0.00187586 0.0242933 0.012479 0.00829546 0.00525216 0.0144 0.0157401 0.0132591 0.01357 0.0253794 0.00834323 0.0159689 0.00711244 0.00649907 0.0135499 0.0130502
threshold=-0.23647499999999996 0.15665000000000004 0.10860500000000002 0.089545000000000013 -0.097449999999999981 0.053330000000000009 -1.0000000180025095e-35 0.085875000000000021 -0.0091949999999999983 0.111945 0.09993500000000001 0.11332500000000002 0.10233500000000001 -0.094304999999999986 0.085760000000000017 0.086085000000000009 0.083235000000000017 -0.50641499999999995 0.08708500000000001 0.089525000000000007 0.090425000000000019 -1.0000000180025095e-35 -0.081614999999999979 0.084795000000000023 -0.079504999999999978 0.0036000000000000003 -0.068269999999999983 0.088305000000000008 0.090545000000000014 0.086850000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -8 -9 11 12 13 -10 17 -16 18 -15 21 -20 -21 -17 -23 -24 -25 26 -26 29 -29 -22
right_child=1 -3 -4 -5 5 -7 8 9 10 -11 -12 -13 -14 14 15 16 -18 -19 19 20 27 22 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.00086950828146655119 0.00074863758110891914 0.0013111185304643144 -0.00086610333860984872 0.00087287507333752264 0.0021239707875065506 -0.0010355076977405055 -0.0015288711370279393 -0.00098135755863040688 -0.0015162645915077757 0.00042387072261872475 -0.00088318149908445771 -0.0006867494629395586 0.0014877954206375373 -0.0019267185752339531 0.0034998251635226466 0.0029438530500989317 -0.0022953442943451758 -1.6676713459439827e-05 -0.001045744054707549 0.0025217396631238183 1.5632005561975406e-05 -0.0016889419539125061 0.0038053329927027917 0.0016450163774640748 0.0019827851757872848 -0.0027011084359731866 -0.0002617585355134603 0.0019461193698423977 2.4494123292193495e-05 -0.002478704149662345
leaf_weight=20 31 21 21 23 20 29 27 20 23 29 20 31 28 23 21 21 22 1997 112 28 94 29 22 27 20 22 48 44 221 27
leaf_count=20 31 21 21 23 20 29 27 20 23 29 20 31 28 23 21 21 22 1997 112 28 94 29 22 27 20 22 48 44 221 27
internal_value=0 5.60791e-06 -3.2933e-06 2.62988e-06 -3.96288e-06 -1.17268e-05 -1.75045e-06 0.000509341 -1.38816e-05 -0.000149692 3.21407e-07 6.49975e-06 1.40963e-05 -6.354e-07 1.1913e-05 0.000146058 5.04965e-05 -3.84247e-05 0.000122676 -3.97866e-05 0.000232356 0.000574822 0.000278693 0.000689206 0.000103268 -0.000359257 0.000398401 6.62872e-05 0.000343556 -0.000540955
internal_weight=0 3101 3080 3059 3036 3005 2976 69 2907 49 2880 2860 2829 2801 2778 758 737 2020 715 526 414 189 168 139 117 90 68 386 265 121
internal_count=3121 3101 3080 3059 3036 3005 2976 69 2907 49 2880 2860 2829 2801 2778 758 737 2020 715 526 414 189 168 139 117 90 68 386 265 121
is_linear=0
shrinkage=0.1


Tree=1320
num_leaves=31
num_cat=0
split_feature=147 150 1 150 15 454 0 1374 151 2 42 151 4 12 12 4 1212 1213 12 484 157 0 0 52 457 472 1425 484 484 1456
split_gain=0.00146387 0.00190249 0.00323377 0.0045541 0.00432133 0.00314158 0.00180551 0.00267276 0.0023894 0.00628682 0.00692401 0.00627969 0.00393516 0.00191645 0.0120412 0.0100466 0.00661085 0.010533 0.00732373 0.0116555 0.0135461 0.0101307 0.0120358 0.00749216 0.00610181 0.0048759 0.00673954 0.00474423 0.0169718 0.0139082
threshold=-1.0000000180025095e-35 -0.088479999999999989 0.11374000000000002 -0.14718999999999996 -0.10203999999999998 -0.064694999999999989 -0.24955499999999997 -0.41674499999999998 0.084350000000000008 0.11293500000000002 0.090395000000000017 0.005085000000000001 -0.0073899999999999999 0.086420000000000011 0.086700000000000013 -0.081114999999999979 -0.064959999999999976 -0.088064999999999991 0.085055000000000006 -0.081614999999999979 -0.065184999999999979 -0.082724999999999979 -0.08841499999999998 0.086275000000000004 0.085230000000000014 1.0000000180025095e-35 0.097335000000000019 -0.081614999999999979 -0.076559999999999975 0.089050000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3 -7 -8 11 10 12 13 -10 16 15 -15 17 -9 27 -20 -21 22 -22 -24 25 26 -16 29 -29 -18
right_child=1 5 -4 4 -6 6 7 8 9 -11 -12 -13 -14 14 24 -17 18 -19 19 20 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00081283762225542564 0.0020829053642228246 -0.0011023244424835028 -0.00051233766775112596 -0.00078212158710119274 0.0011637216645467561 0.00069589020678068741 -0.0011591241788119079 -0.00034096444807281455 9.4787197886034855e-05 0.0020177395903461038 0.0015960883695780384 -0.0016271044631139377 -0.0016231676918687301 0.00019218202796764672 2.1315487339358574e-07 0.0032854387896978075 -7.2170090613091434e-05 0.0024830317851155998 0.00083960189666548691 -0.003497614018020353 8.7606808109044594e-05 0.00063160372035879952 -0.0037889337011923398 -0.0012902400448053545 0.0013901812444601092 0.001546459207602311 -0.0017627476322972639 0.0029201379348523914 -2.8793406543305172e-05 -0.0027846939158431877
leaf_weight=22 20 26 25 21 25 37 20 28 40 21 22 24 20 21 1511 21 89 25 37 21 34 37 21 28 32 20 22 20 807 24
leaf_count=22 20 26 25 21 25 37 20 28 40 21 22 24 20 21 1511 21 89 25 37 21 34 37 21 28 32 20 22 20 807 24
internal_value=0 5.77038e-06 0.000456243 0.00082313 0.000275402 -7.85762e-06 1.68501e-06 -7.03675e-06 8.40768e-07 0.000473928 7.85619e-05 -1.64264e-05 -0.000477864 -2.61074e-06 6.76009e-05 0.00173881 -0.000100164 0.000991109 -0.000151897 -0.000740062 -0.00115458 -0.000744553 -0.00135802 -0.00236111 2.33165e-05 -4.84816e-06 -2.5087e-05 -4.05205e-05 4.25229e-05 -0.000648281
internal_weight=0 3099 91 66 46 3008 2982 2945 2925 103 82 2822 60 2798 1627 42 1171 53 1118 178 141 120 83 49 1585 1553 1533 940 827 113
internal_count=3121 3099 91 66 46 3008 2982 2945 2925 103 82 2822 60 2798 1627 42 1171 53 1118 178 141 120 83 49 1585 1553 1533 940 827 113
is_linear=0
shrinkage=0.1


Tree=1321
num_leaves=31
num_cat=0
split_feature=1209 1209 1213 1210 13 402 15 402 1213 1209 1212 1203 15 4 4 1446 160 1212 483 160 1 13 1 1 16 51 15 15 481 2
split_gain=0.00140622 0.00139963 0.00536169 0.00151643 0.00813489 0.0211366 0.00650937 0.0049005 0.00338624 0.00284078 0.00248015 0.00197909 0.00347605 0.00154906 0.015441 0.00439948 0.00370115 0.00626091 0.00720781 0.00570231 0.0050802 0.0102643 0.00998637 0.00860935 0.00701977 0.00615585 0.00769776 0.00994052 0.00644531 0.00687591
threshold=-0.14444499999999996 -0.084519999999999984 -0.011639999999999998 -0.05860499999999999 -0.085384999999999975 -0.086719999999999978 0.091475000000000015 -0.018864999999999996 -0.079804999999999987 -1.0000000180025095e-35 0.087490000000000012 0.089165000000000008 0.086195000000000008 0.076415000000000025 0.098655000000000007 -0.09143999999999998 -0.089549999999999991 0.087615000000000012 0.11494000000000001 -0.087874999999999995 0.090840000000000018 -0.081029999999999977 0.084885000000000002 0.080585000000000004 -0.037154999999999994 0.10736500000000002 -0.092489999999999989 -0.08730499999999998 -0.082049999999999984 0.098035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 7 8 10 -5 -6 13 -13 15 -15 -11 17 18 20 -18 22 -22 23 25 -23 26 -17 -28 -29 -30
right_child=1 3 -4 9 6 -7 -8 -9 -10 11 -12 12 -14 14 -16 16 19 -19 -20 -21 21 24 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.00083582596853375439 0.00056069903025079688 -0.00081366617602973495 -0.0015549207162111999 -0.0010541114499434256 -0.001507519108708948 0.003477539089120304 0.0011434558305311304 -0.0019171346444636585 0.0007824007489640886 -0.0014946468540334278 6.7330703604966412e-05 -0.0002733790508375086 0.0011977459778184617 0.0021972374923814853 -1.2503470214568378e-06 -0.00083754581972715213 -0.0015703573840885208 -0.0014397143918488708 0.0021345441689759139 -7.8773935163940087e-05 -0.0023779575141296455 0.0017141158273443582 0.0023753614494732272 -0.001698058995506948 -0.00064692764700499976 -0.00050260788316584457 0.0028605708619579675 0.002272816212498583 -0.00015272077739196408 0.0017858198475247872
leaf_weight=20 23 22 25 26 20 24 29 21 24 21 20 29 36 34 529 27 26 21 21 1803 21 20 24 21 34 55 24 20 77 24
leaf_count=20 23 22 25 26 20 24 29 21 24 21 20 29 36 34 529 27 26 21 21 1803 21 20 24 21 34 55 24 20 77 24
internal_value=0 -5.39069e-06 -0.000541186 3.03322e-06 0.000302716 0.00142522 -0.000150226 -0.0005916 -0.000156659 -1.3541e-05 -0.000720094 -4.10437e-06 0.000541398 -1.67588e-05 0.000131518 -5.40432e-05 -4.04036e-05 0.000239701 0.000335537 -9.99774e-05 0.000226663 -0.000502004 0.000427583 0.000239088 0.000227533 0.000418295 0.00071277 0.00100145 0.000632698 0.000307923
internal_weight=0 3101 48 3053 160 46 114 85 64 2893 40 2867 65 2802 563 2239 2218 389 368 1829 347 75 272 248 54 227 172 145 121 101
internal_count=3121 3101 48 3053 160 46 114 85 64 2893 40 2867 65 2802 563 2239 2218 389 368 1829 347 75 272 248 54 227 172 145 121 101
is_linear=0
shrinkage=0.1


Tree=1322
num_leaves=31
num_cat=0
split_feature=479 16 480 481 13 12 403 403 403 1208 15 403 130 121 33 1454 159 0 483 1454 1456 16 159 481 160 3 13 1375 52 51
split_gain=0.00137633 0.00753025 0.00321988 0.00138089 0.00588467 0.00776555 0.00572146 0.00275582 0.00613244 0.00456839 0.0148358 0.00388357 0.00166912 0.00259775 0.00191497 0.00166292 0.00538812 0.00489126 0.00386249 0.00337945 0.00230258 0.00870587 0.00846175 0.0027183 0.0022178 0.00579354 0.00955742 0.00438396 0.00306921 0.0055056
threshold=0.10061500000000002 -0.040964999999999994 -0.095389999999999989 -0.087424999999999989 -0.087074999999999986 0.085495000000000015 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 0.098655000000000007 0.093115000000000017 -0.52917499999999984 -0.22699999999999995 -0.088279999999999983 -0.012019999999999998 0.096235000000000015 -0.020314999999999996 -0.080689999999999984 -0.42801499999999998 0.090010000000000021 -0.090954999999999994 0.066275000000000014 -0.018454999999999996 -0.08452999999999998 0.11055500000000001 0.088060000000000013 -0.070999999999999994 -0.4078199999999999 0.091275000000000009 0.094075000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 -5 -8 -9 11 -11 -10 -13 -14 -15 18 -17 -18 -16 20 21 22 -20 -22 27 26 -26 -25 29 -29
right_child=1 -3 3 6 5 -7 7 8 9 10 -12 12 13 14 15 16 17 -19 19 -21 23 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0012736633926397189 0.00075433002247546734 -0.0015708228472309808 0.0010101559735457635 0.001362943061394617 -0.0021731837350806153 0.00018348847676453919 -0.001048188309185207 0.0017512662656372414 0.0013976290705613793 -0.0029929748317226771 0.00085874634212814273 -0.00081424466427415607 0.0010648786181422032 -0.00084033587740527267 0.0011477588807853561 -0.0013080455206363696 0.0013208179086770702 -0.00081746747833676646 -3.1428478347758456e-05 0.0012701879527109365 0.0011460826066987855 0.0011546025633420371 -0.0024716256074262441 -0.0014161237654098798 -0.0010726530285319314 -0.0018128718627849595 0.001207776987062329 4.8469414793087247e-05 -0.00018746376144272345 0.00074811670310737099
leaf_weight=20 26 30 21 31 27 29 25 20 20 20 20 25 23 27 30 38 23 20 30 21 21 22 27 21 40 24 34 1793 493 120
leaf_count=20 26 30 21 31 27 29 25 20 20 20 20 25 23 27 30 38 23 20 30 21 21 22 27 21 40 24 34 1793 493 120
internal_value=0 -0.000491288 8.97623e-06 6.69577e-07 -0.000417422 -0.000952764 1.15163e-05 -2.74799e-06 6.22729e-06 -5.84076e-06 -0.00106711 9.04386e-06 -7.62529e-07 6.48259e-06 -2.26134e-06 5.94614e-06 -0.000440448 0.000326267 1.94581e-05 6.66553e-06 -3.44265e-06 -0.000535133 -0.00118731 1.30552e-05 3.632e-06 -0.000462762 -2.48879e-05 2.24645e-05 3.50208e-05 9.23574e-05
internal_weight=0 56 3065 3045 77 56 2968 2937 2912 2892 40 2852 2832 2807 2784 2757 81 43 2676 2646 2625 79 57 2546 2525 98 74 2427 2406 1913
internal_count=3121 56 3065 3045 77 56 2968 2937 2912 2892 40 2852 2832 2807 2784 2757 81 43 2676 2646 2625 79 57 2546 2525 98 74 2427 2406 1913
is_linear=0
shrinkage=0.1


Tree=1323
num_leaves=31
num_cat=0
split_feature=33 9 1 120 1 120 48 4 4 44 0 0 0 132 12 16 12 2 3 0 52 3 3 4 12 158 133 133 132 16
split_gain=0.00154231 0.00156874 0.00534311 0.00185056 0.0029334 0.00227725 0.00261855 0.00201534 0.0112064 0.0059552 0.00378579 0.0106185 0.00574503 0.00524957 0.0058105 0.00526287 0.005059 0.00527249 0.00501648 0.00487977 0.00617656 0.0065554 0.00510977 0.00398921 0.00379697 0.00353002 0.00302705 0.0054062 0.0047448 0.00917808
threshold=-0.018454999999999996 0.091905000000000014 0.13332000000000002 0.09852000000000001 0.16540500000000002 1.0000000180025095e-35 0.15557000000000001 0.076415000000000025 0.098655000000000007 0.099360000000000018 -0.09595999999999999 -0.10151999999999999 -0.093039999999999984 -1.0000000180025095e-35 -0.029094999999999999 -0.50992999999999988 0.088485000000000022 0.13501500000000002 0.0051600000000000005 -0.26343999999999995 0.19022000000000003 -0.070649999999999977 0.13524500000000003 0.40473500000000007 0.088305000000000008 -0.47287499999999999 -0.0061299999999999992 -0.0084449999999999994 0.093160000000000007 -0.18708499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 9 -9 25 11 13 -12 -10 15 -15 18 -18 23 -16 21 24 -23 -14 -21 -2 27 -27 29 -28
right_child=1 2 -4 -5 -6 -7 -8 8 10 -11 12 -13 16 14 19 -17 17 -19 -20 20 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.00078229349385946991 0.0010567061251883084 -0.0015688738107340985 0.00043960219093908863 -0.00095567130250856286 0.0011871953383975086 -0.00099004136357942361 0.0011215513161871406 0.0019106360009339242 0.0015585039692398693 -0.0017125671008779181 0.0019760206131087172 -0.0019164080100674786 -0.0016759997022084217 0.00036933633571607067 -0.0010353306318359467 -0.0016258801244055994 0.0023124911164268272 6.9094551938839941e-05 0.001147379459934714 0.0011923023534575351 -0.00093741615893560702 0.0023255240341479131 0.00035802827121435917 -0.00010525182907690951 -0.0004694542839636349 7.6797685640184849e-05 -0.0018247841366246576 0.0013519155776261218 0.00055194099108456555 -0.00011420131406128054
leaf_weight=25 30 26 27 20 21 23 21 35 21 21 21 31 22 20 27 39 20 22 23 20 27 33 22 61 44 665 32 35 103 1584
leaf_count=25 30 26 27 20 21 23 21 35 21 21 21 31 22 20 27 39 20 22 23 20 27 33 22 61 44 665 32 35 103 1584
internal_value=0 -6.31696e-06 -0.000545688 3.07727e-06 9.4203e-06 1.18137e-06 8.83431e-06 9.34701e-07 0.000186635 -3.57544e-05 5.34346e-05 -0.00016957 0.000428188 4.44695e-05 -9.25767e-05 -0.000949536 0.000208563 0.00113738 -0.000159459 0.000199681 0.000428074 0.000737891 0.00153853 -0.000521595 4.98447e-05 -2.13758e-05 -3.4746e-05 0.000140554 -0.00010613 -0.000148074
internal_weight=0 3096 53 3043 3023 3002 2979 2958 488 2470 453 284 169 253 232 59 148 42 106 173 146 119 55 83 64 2449 2419 700 1719 1616
internal_count=3121 3096 53 3043 3023 3002 2979 2958 488 2470 453 284 169 253 232 59 148 42 106 173 146 119 55 83 64 2449 2419 700 1719 1616
is_linear=0
shrinkage=0.1


Tree=1324
num_leaves=31
num_cat=0
split_feature=401 402 401 1205 399 1203 132 13 393 403 12 403 1212 1211 132 132 15 131 132 4 0 2 14 14 475 15 15 1454 1455 131
split_gain=0.00133721 0.00173075 0.00800201 0.00447802 0.00140156 0.0022145 0.00888818 0.0189476 0.00495485 0.00168533 0.00769656 0.00624562 0.00212725 0.0034393 0.00157339 0.0100305 0.00434078 0.00395617 0.00394257 0.00525496 0.00336744 0.00271556 0.00290987 0.00595882 0.00315715 0.00276063 0.0092628 0.0104915 0.00664 0.00839279
threshold=-0.47144999999999992 -0.45015499999999992 -1.0000000180025095e-35 1.0000000180025095e-35 -0.088409999999999989 0.089005000000000015 -0.083284999999999984 -0.011914999999999999 0.12069000000000002 -0.53960999999999981 0.092355000000000007 -0.53101999999999994 0.12799000000000002 0.10406000000000001 0.090050000000000005 0.093160000000000007 -0.070929999999999979 0.11863000000000001 0.096135000000000012 -0.081839999999999982 -0.040504999999999992 0.31098000000000003 -0.31455999999999995 -0.45282499999999992 -0.071179999999999979 0.088345000000000021 0.088850000000000012 0.094595000000000012 -0.06822499999999998 0.08956500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 8 -7 -8 9 10 -6 -11 13 14 17 16 -16 21 -17 -20 -21 22 23 24 -13 -24 -27 28 -28 -30
right_child=1 3 -4 -5 5 6 7 -9 -10 11 -12 12 -14 -15 15 18 -18 -19 19 20 -22 -23 25 -25 -26 26 27 -29 29 -31
leaf_value=0.00070069760636047086 -0.0018673343649134042 0.00073943885555490853 0.00061550909756786295 0.0014950699592009187 -0.00048338449515330682 0.0010225862041925607 0.00079971151648177991 -0.0033133766031824053 0.0015692718944046648 -0.0016285779580357486 0.0015916496225999611 0.00090720139560289685 -0.00074194218867864366 0.0012195407888730583 -0.00066945206019140434 0.0013917952752672137 -0.0027279529483166701 -0.0012648984392095979 -0.001192058256813599 -3.2726115949282597e-05 0.0014047665207181127 -0.00090508433133964583 -3.2961158834916795e-05 0.0021248511446174236 -0.00054681465262547142 0.0023476970673073083 0.0019458330956033686 -0.0020900604958296754 0.00027738767583903754 -0.0017365827955390244
leaf_weight=27 25 25 27 20 39 23 21 24 20 24 33 28 39 23 21 20 20 24 34 88 20 31 1981 20 32 20 22 20 348 22
leaf_count=27 25 25 27 20 39 23 21 24 20 24 33 28 39 23 21 20 20 24 34 88 20 31 1981 20 32 20 22 20 348 22
internal_value=0 -6.11469e-06 -0.000578166 3.66396e-06 -6.20636e-06 -1.24263e-05 -0.000576583 -0.00139394 6.71224e-07 -1.01132e-05 0.000467673 -2.22389e-05 -8.53395e-06 1.77713e-06 -8.4041e-06 -0.000276336 -0.0016736 1.29421e-05 7.72923e-05 -0.000107849 0.000233476 2.50927e-05 3.66593e-05 0.000630007 0.000131726 1.69876e-05 0.000246035 0.000144013 0.000257996 0.000157638
internal_weight=0 3094 52 3042 3022 2997 68 45 2929 2909 72 2837 2813 2774 2751 203 41 2548 162 142 108 2524 2493 80 60 2413 432 412 392 370
internal_count=3121 3094 52 3042 3022 2997 68 45 2929 2909 72 2837 2813 2774 2751 203 41 2548 162 142 108 2524 2493 80 60 2413 432 412 392 370
is_linear=0
shrinkage=0.1


Tree=1325
num_leaves=31
num_cat=0
split_feature=474 1446 2 472 2 472 474 1446 1446 155 1446 154 1456 160 403 50 0 15 16 13 16 43 16 12 43 43 12 1 1455 0
split_gain=0.00131272 0.00667268 0.00552434 0.00244356 0.00970537 0.00185627 0.00519282 0.0030057 0.00245956 0.00233637 0.00236201 0.00366216 0.00332142 0.00974143 0.00827245 0.00376622 0.0100102 0.00745626 0.00309637 0.00942251 0.00677743 0.00969108 0.00404641 0.00984362 0.0194095 0.00410778 0.00365373 0.00344799 0.00335057 0.0149484
threshold=0.10970500000000001 -0.093534999999999993 0.11067500000000001 -0.086459999999999981 0.10672500000000001 -0.082054999999999975 0.10523500000000001 0.11655500000000001 0.10734500000000001 0.13131500000000004 0.089505000000000015 1.0000000180025095e-35 0.091180000000000011 -0.015149999999999999 -0.56738999999999995 -1.0000000180025095e-35 -0.069824999999999984 -0.067579999999999987 0.38525000000000004 -0.070999999999999994 0.41370500000000004 -0.061959999999999994 0.15891500000000003 0.092550000000000007 -0.092909999999999979 -0.08287499999999999 0.085635000000000003 0.084785000000000013 -0.088559999999999986 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -5 7 8 9 10 11 12 14 -14 -7 16 -16 -18 22 -20 -21 -22 28 25 -25 -24 -23 -27 29 -17
right_child=2 3 -4 5 -6 6 -8 -9 -10 -11 -12 -13 13 -15 15 18 17 -19 19 20 21 26 23 24 -26 27 -28 -29 -30 -31
leaf_value=0.0018305309730931186 -0.0012505940452683718 -0.00049600636827692925 0.0005039946532205624 -0.00097361287975218148 0.0023882415593834594 -0.0018667496915441006 0.0015599522154800417 -0.00095293462201131182 0.00085118221468292185 -0.00079599313110903557 -0.00058031294810851773 0.0013234206178735588 -0.00032403172459453348 0.002291726563892856 -0.0024357036414110792 0.0010383283798582853 -0.0010449079617571373 0.0014564921719614756 0.0024938005895819518 0.0014176469087472251 -0.0022039566965152821 0.0014009384135715665 -0.00070622247635250589 0.00028415890663619278 -0.0038705261090812696 0.0015490963763390344 -0.00031197022745442211 -6.6879823533517701e-05 4.3366522138485658e-05 -0.0022984378833167162
leaf_weight=20 38 28 34 20 20 24 21 34 33 38 70 21 35 24 23 25 26 22 20 29 21 20 41 23 22 23 33 31 2273 29
leaf_count=20 38 28 34 20 20 24 21 34 33 38 70 21 35 24 23 25 26 22 20 29 21 20 41 23 22 23 33 31 2273 29
internal_value=0 9.96614e-06 -0.000422038 -2.05476e-06 0.000705764 -1.3452e-05 -6.96665e-06 -1.81589e-05 -7.22212e-06 -1.7082e-05 -6.64154e-06 7.88179e-06 -2.18611e-06 0.000740006 -1.8495e-05 -1.82526e-06 -0.000720366 0.000101567 1.78722e-05 0.000507548 0.000121868 -0.000385937 -6.54215e-06 -0.000528679 -0.00174702 4.84297e-05 0.00033441 0.000621406 2.48713e-05 -0.000753639
internal_weight=0 3049 72 3029 48 2981 2961 2940 2906 2873 2835 2765 2744 59 2685 2661 71 48 2590 123 103 74 2467 140 45 95 53 54 2327 54
internal_count=3121 3049 72 3029 48 2981 2961 2940 2906 2873 2835 2765 2744 59 2685 2661 71 48 2590 123 103 74 2467 140 45 95 53 54 2327 54
is_linear=0
shrinkage=0.1


Tree=1326
num_leaves=31
num_cat=0
split_feature=156 472 472 1455 483 483 471 471 3 142 147 129 401 133 12 4 11 51 2 1456 16 1447 3 1447 43 133 1456 160 4 475
split_gain=0.00138542 0.00438826 0.00265371 0.00179982 0.00344703 0.00239079 0.00196259 0.00234007 0.00183249 0.00485412 0.00470569 0.00548647 0.00566522 0.00483896 0.00755469 0.00765557 0.00460255 0.00495907 0.00335077 0.00238116 0.0122379 0.0035162 0.024941 0.0106568 0.00762558 0.00910574 0.00387496 0.0043392 0.005129 0.0030999
threshold=0.3248100000000001 -0.086459999999999981 -0.082054999999999975 -0.24112999999999998 -0.47356499999999996 -0.36538499999999996 0.10338500000000002 0.091465000000000005 -0.13309499999999996 -1.0000000180025095e-35 0.085610000000000006 0.085550000000000015 0.080190000000000011 0.039215000000000007 0.08598500000000002 -0.079164999999999985 0.092630000000000018 -1.0000000180025095e-35 0.10584500000000001 -0.16130999999999998 -0.020119999999999996 -0.085684999999999997 -0.085784999999999986 -0.083899999999999988 -0.014584999999999999 0.085520000000000013 -0.077944999999999987 0.0046300000000000013 -0.0063549999999999987 -0.085774999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 8 10 -10 11 12 13 14 15 -7 18 -18 -16 20 -11 22 -21 -23 25 -24 27 28 -25 -28
right_child=-2 2 3 4 5 6 -8 -9 9 19 -12 -13 -14 -15 16 -17 17 -19 -20 21 -22 23 24 26 -26 -27 29 -29 -30 -31
leaf_value=0.0011191248690842518 -0.00077325108602804989 -0.0011013153411278671 0.00079898009987248639 -0.0011529281027973272 0.0010421121921601959 -0.0021898200461042245 -0.00094520136375318871 0.0010808256335440092 -0.0015817795833572745 0.00066541640682973803 0.0014246742471004836 0.0015642561511966684 -0.0014448073222481002 0.0013181593447747031 0.00040063456528716622 0.00012836469546088886 -0.0014130774303339423 0.00068697884840809788 0.0019458297898223545 0.0033131343619897963 -0.002598241379018873 -0.0019685345106284203 0.00018515122881639871 0.0023685151216341184 0.001293030933551823 -0.0024093418770159288 -0.00061577095706336982 -0.00034091435830175344 0.00038503911744101064 -7.6155099723213054e-06
leaf_weight=35 23 22 28 26 22 28 22 20 20 27 30 23 26 29 36 29 22 23 23 25 20 28 31 22 21 24 87 28 32 2289
leaf_count=35 23 22 28 26 22 28 22 20 20 27 30 23 26 29 36 29 22 23 23 25 20 28 31 22 21 24 87 28 32 2289
internal_value=0 5.74072e-06 -6.98159e-06 9.35325e-07 -6.48096e-06 3.49816e-06 -4.20825e-06 2.82602e-06 -4.54996e-06 -2.97576e-05 0.000244153 9.59702e-05 -6.03751e-05 0.000129074 -8.51096e-05 -0.00101039 0.000422017 -0.000339715 0.001003 -1.79731e-05 -0.000723374 -5.15751e-06 0.000573242 -2.86565e-05 -0.000328038 -0.000946991 -6.55858e-06 0.000669305 0.00119312 -2.98838e-05
internal_weight=0 3098 3063 3041 3013 2987 2965 2943 2923 2654 269 239 216 190 161 57 104 45 59 2634 47 2587 101 2486 76 55 2458 82 54 2376
internal_count=3121 3098 3063 3041 3013 2987 2965 2943 2923 2654 269 239 216 190 161 57 104 45 59 2634 47 2587 101 2486 76 55 2458 82 54 2376
is_linear=0
shrinkage=0.1


Tree=1327
num_leaves=31
num_cat=0
split_feature=401 0 1213 402 402 1208 403 3 403 15 15 132 132 130 15 15 403 52 15 132 52 160 2 2 2 45 1447 1447 158 480
split_gain=0.00133322 0.00843157 0.00770734 0.00325872 0.00197149 0.00235181 0.00526184 0.0101366 0.00644728 0.00489106 0.00165863 0.00155403 0.00824213 0.0042273 0.00375651 0.00676999 0.00449856 0.00396134 0.00355915 0.0025482 0.00506343 0.00333202 0.00432002 0.00286888 0.0036696 0.00295309 0.00289409 0.00550648 0.00441252 0.00329508
threshold=-0.06959499999999999 -0.071719999999999992 -1.0000000180025095e-35 -0.43418999999999991 -0.21830999999999998 0.106285 -0.53960999999999981 -0.085709999999999995 -0.52800499999999995 0.093115000000000017 -0.047714999999999987 0.090050000000000005 0.093160000000000007 0.084580000000000016 0.092715000000000006 0.081070000000000017 0.088465000000000002 0.0046550000000000003 -0.070929999999999979 0.0041800000000000006 0.070205000000000017 -0.081399999999999986 0.098035000000000011 0.31098000000000003 0.17025000000000004 -1.0000000180025095e-35 -0.085709999999999995 -0.084334999999999979 0.092615000000000017 0.08610000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 10 6 7 -6 -8 -7 -5 19 18 14 15 16 17 -14 -13 23 21 -21 -23 24 25 -10 28 -28 29 -27
right_child=3 -3 -4 4 5 9 8 -9 11 -11 -12 12 13 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00068073631862976725 -0.0010150540576432832 0.001783073241501276 -0.0015922481507564393 3.6381863756105306e-05 -0.00065386755688285291 -0.0018813937704544516 -0.0016499281686265022 0.0021528097540384249 -0.0012133863894268871 0.00030369423218958437 0.0013088347551058093 -0.00062729335401118507 0.00096868478217134813 -0.001193267834858726 -0.00098659139359369885 0.0021196844244730615 -0.0011969785048859195 -0.00069185914937406777 -0.0024912691558711232 0.0010720432963748664 0.0016516290043780048 -0.0011794218526559016 0.0006788864170878448 -0.0010101630646594069 0.001356831283774227 0.00045506605145907621 0.0015692930248484987 1.4428445013965839e-05 -0.0018424604844767601 -0.00078425594016961336
leaf_weight=35 32 29 26 20 22 20 24 31 20 21 21 21 51 23 20 21 20 20 20 23 28 29 22 28 20 41 23 2345 20 45
leaf_count=35 32 29 26 20 22 20 24 31 20 21 21 21 51 23 20 21 20 20 20 23 28 29 22 28 20 41 23 2345 20 45
internal_value=0 0.000379294 -0.000288077 -1.12624e-05 -5.51766e-07 -1.00973e-05 4.73906e-07 0.000987774 -1.77967e-05 -0.000762202 0.000688126 -4.004e-06 -0.000275694 5.78229e-05 0.000275816 0.000501246 0.00012776 0.000500926 -0.00153655 1.61364e-05 0.000506224 7.28279e-05 -0.000377799 -3.52881e-06 7.68271e-06 -3.13645e-06 6.6473e-06 2.95306e-05 -0.000504557 -0.000193416
internal_weight=0 90 61 3031 2999 2958 2917 53 2864 41 41 2840 196 155 132 112 91 71 41 2644 102 74 51 2542 2514 2494 2474 2368 106 86
internal_count=3121 90 61 3031 2999 2958 2917 53 2864 41 41 2840 196 155 132 112 91 71 41 2644 102 74 51 2542 2514 2494 2474 2368 106 86
is_linear=0
shrinkage=0.1


Tree=1328
num_leaves=31
num_cat=0
split_feature=128 4 128 0 128 128 128 132 1203 1213 2 12 2 3 4 1213 1213 129 394 3 3 43 3 132 132 13 43 1213 43 12
split_gain=0.00137321 0.00378172 0.00519367 0.0077805 0.00515993 0.00335419 0.00254516 0.00203037 0.00444257 0.00236235 0.00998258 0.0168217 0.0113873 0.0105733 0.0165972 0.00394612 0.00494862 0.00352986 0.00299764 0.00233205 0.0117833 0.00481288 0.0217828 0.0116183 0.0155503 0.00906763 0.00759508 0.00933143 0.00641943 0.00518235
threshold=0.099470000000000017 -0.085964999999999986 0.11976500000000002 -0.077084999999999987 0.10793500000000002 0.092940000000000009 0.089035000000000017 -0.43443999999999999 -1.0000000180025095e-35 0.087530000000000011 0.084055000000000005 0.086210000000000023 0.086000000000000007 -0.083924999999999986 -0.080364999999999978 0.085185000000000025 0.058610000000000009 0.10412500000000001 -0.10421499999999999 -0.090569999999999984 -0.088784999999999989 0.070450000000000013 -0.077354999999999993 -0.083284999999999984 -0.012329999999999999 -0.051094999999999995 0.055925000000000009 -0.026524999999999996 0.035560000000000008 0.095110000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 7 -1 -9 15 -11 -12 -13 -14 -15 16 17 18 -10 -20 -21 23 -23 -22 -25 29 28 -28 -26 -24
right_child=1 2 -4 -5 -6 -7 -8 8 9 10 11 12 13 14 -16 -17 -18 -19 19 20 21 22 25 24 26 -27 27 -29 -30 -31
leaf_value=-0.00073575720113391689 0.00059307839392739193 -0.00085085330009903942 0.0003907861278011379 0.00032882942190474795 -0.0030676562383416157 0.0010015141571570625 -0.0010690012354065072 0.0015051337401382626 -0.0011880645771849563 0.0019034428686341819 -0.0024714839162618815 0.0026619287102948876 0.0017074023624882102 -0.0030756589339580387 0.00051724241250970706 -0.0010379531414474589 0.0011831576417067223 0.0011030899826437236 0.00017085448578695937 -0.00185728274356936 0.0021973633488717799 -0.0034842500989642842 -3.3557579765822421e-07 -0.0027903608465567231 1.4007947759867277e-06 -0.0012780303468129465 -9.5026800408959399e-06 0.0027089150728779321 -0.0016123669128865004 0.0016942365900971569
leaf_weight=36 34 21 33 23 21 34 22 20 22 34 23 20 25 20 36 37 35 28 532 36 24 22 59 20 1760 42 28 23 25 26
leaf_count=36 34 21 33 23 21 34 22 20 22 34 23 20 25 20 36 37 35 28 532 36 24 22 59 20 1760 42 28 23 25 26
internal_value=0 -0.000315644 -0.000630915 -0.00114962 -0.00195925 1.39394e-05 2.57649e-06 1.06142e-05 1.98891e-05 9.56418e-06 0.000385469 -3.07496e-05 0.000525061 -2.5604e-06 -0.000765937 -1.22795e-05 1.87036e-06 -1.37492e-05 -2.56895e-05 -1.58426e-05 -6.39409e-05 -3.21221e-05 -0.000579197 1.12365e-05 -1.70323e-05 -7.596e-05 1.31782e-05 0.00121645 -2.1201e-05 0.000518004
internal_weight=0 132 98 65 42 2989 2955 2933 2897 2877 158 124 101 81 56 2719 2682 2647 2619 2597 2065 2029 149 1880 1856 127 1836 51 1785 85
internal_count=3121 132 98 65 42 2989 2955 2933 2897 2877 158 124 101 81 56 2719 2682 2647 2619 2597 2065 2029 149 1880 1856 127 1836 51 1785 85
is_linear=0
shrinkage=0.1


Tree=1329
num_leaves=31
num_cat=0
split_feature=12 130 12 13 46 52 481 4 49 481 484 1447 1447 1447 1 403 15 403 402 160 160 403 159 51 159 0 156 160 42 13
split_gain=0.00123206 0.0024545 0.00152062 0.00541107 0.00366926 0.00301267 0.00168426 0.00639751 0.00660721 0.00530513 0.00515427 0.00204557 0.00812081 0.00796413 0.00363884 0.00250439 0.00998762 0.00670229 0.00317178 0.0017907 0.0072779 0.00580806 0.00467724 0.0074066 0.00486188 0.00481403 0.0041768 0.00399977 0.00398916 0.00993485
threshold=0.23631000000000002 -0.22562499999999999 0.12757000000000002 0.097995000000000013 -0.043074999999999995 0.016565000000000003 -0.087424999999999989 -0.050494999999999991 0.085350000000000023 -0.085804999999999979 -0.037689999999999994 -0.085709999999999995 -0.084334999999999979 -0.086849999999999997 0.077565000000000009 -0.54631999999999992 0.089485000000000023 -0.5335399999999999 0.31115000000000004 -0.089549999999999991 -0.087874999999999995 -0.083654999999999993 -0.087844999999999993 0.11984500000000002 -0.073364999999999986 -0.076234999999999983 0.091015000000000013 -0.24213499999999996 0.086555000000000007 -0.083894999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 7 -6 10 -8 -9 13 -13 14 -11 16 -14 -17 19 21 -21 -19 23 25 -24 -22 27 28 -23 -30
right_child=-2 2 3 -5 6 -7 9 8 -10 11 -12 12 15 -15 -16 17 -18 18 -20 20 22 26 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00099226645077578725 -0.000729197686355885 0.0011903831341232244 -0.00068045766979810737 -0.0017994934681891687 -0.0014760301010634672 0.0010134171223312263 0.0015241987274392792 -0.00014435257717895395 -0.0013545004758634604 0.00087900192769611212 0.0019353728847239507 0.001708830640460032 0.00094554831157438461 -0.001867887206026353 -0.00068637253608796068 0.0015216587135439804 -0.002026858838955657 -0.0012311303952279001 -0.0012614164542901563 -0.0018831975769162887 0.00047380299140058923 -0.00040428703037939748 0.0014616800970701583 -0.0023203146680316421 2.6049955663493488e-08 -0.0013418408118330105 -0.001012075058480894 0.0007844666470287813 0.0021838631897340885 -0.00020268121009411395
leaf_weight=25 23 26 21 21 36 21 23 26 20 33 22 28 20 28 27 29 26 26 20 21 40 85 23 22 2154 23 22 151 26 53
leaf_count=25 23 26 21 21 36 21 23 26 20 33 22 28 20 28 27 29 26 26 20 21 40 85 23 22 2154 23 22 151 26 53
internal_value=0 5.41368e-06 -2.61474e-06 -0.000488845 7.56217e-06 0.00016648 -2.74391e-06 -0.000398097 0.000172574 1.15327e-05 0.000808855 -6.44852e-07 1.44397e-05 -0.000475294 0.000174583 -2.86894e-06 -0.000734508 9.61915e-06 -6.8284e-06 2.65451e-06 -3.01487e-05 0.000208962 -1.29454e-05 -0.000740672 1.54684e-05 -0.000189051 0.000320068 0.000413106 7.11826e-05 0.000582764
internal_weight=0 3098 3073 63 3010 42 2984 104 68 2880 48 2857 2769 88 60 2741 46 2695 2666 2646 2283 363 2262 85 2177 63 337 315 164 79
internal_count=3121 3098 3073 63 3010 42 2984 104 68 2880 48 2857 2769 88 60 2741 46 2695 2666 2646 2283 363 2262 85 2177 63 337 315 164 79
is_linear=0
shrinkage=0.1


Tree=1330
num_leaves=31
num_cat=0
split_feature=1210 1210 128 4 128 0 128 13 402 402 128 402 402 402 132 43 400 132 132 0 399 1203 13 132 129 130 40 12 46 130
split_gain=0.00131463 0.00236982 0.00122608 0.00322773 0.00459965 0.00703212 0.00271909 0.00228419 0.00220565 0.0047454 0.00276538 0.00196563 0.00401241 0.0023939 0.00221382 0.00576743 0.00228102 0.00188329 0.00243949 0.00731201 0.00242064 0.00400947 0.0121717 0.0107408 0.00355833 0.00271202 0.00270395 0.00314785 0.00373189 0.00292454
threshold=-0.42132499999999995 -0.14310999999999999 0.099470000000000017 -0.085964999999999986 0.11976500000000002 -0.077084999999999987 0.092940000000000009 -0.0090849999999999976 0.12629000000000004 0.13775000000000001 0.089035000000000017 0.11844500000000001 0.11320500000000001 0.10842 -0.43443999999999999 0.41889000000000004 0.11741500000000001 -0.1075 -0.084389999999999979 -0.087084999999999982 0.091580000000000009 0.089005000000000015 -0.0087749999999999981 -0.013219999999999997 0.10412500000000001 -0.22699999999999995 -0.23755499999999996 0.12757000000000002 -0.043074999999999995 0.10284500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 7 8 -5 10 -10 11 12 13 14 -3 16 17 -16 19 -19 21 23 -23 -20 25 -25 -27 28 -28 -30
right_child=1 2 3 4 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 15 -17 -18 18 20 -21 -22 22 -24 24 -26 26 27 -29 29 -31
leaf_value=0.0007222471153363586 -0.00087577662385639643 -0.00084547077538445594 0.00053972935728619203 -0.0011405264603672549 0.00036230661864851063 0.00029821565030547587 0.00090536074130795905 -0.0026518795930314809 0.0016190013496670871 -0.00044760363984096328 -0.0011484008459817796 -0.00096050661633766826 0.0013259707785555689 -0.0009373106383362838 0.00076494016949172055 0.0016691111588096692 -0.00096509023375498753 0.00041556041202663139 0.0022789400405599735 -0.0016293614233077011 0.00094533277718125783 -0.0025907731996002523 0.00077502468733915263 -0.0011089851898511618 0.0012459471576300491 0.001040945914341137 0.0012239606454968453 -0.0010056179120334903 9.7461530081526088e-06 -0.00088633503827794985
leaf_weight=25 31 30 34 20 33 23 34 20 25 20 21 21 23 27 33 21 24 36 21 34 28 22 21 22 23 25 25 31 2331 37
leaf_count=25 31 30 34 20 33 23 34 20 25 20 21 21 23 27 33 21 24 36 21 34 28 22 21 22 23 25 25 31 2331 37
internal_value=0 -5.8321e-06 2.96669e-06 -0.000297556 -0.000594094 -0.00109507 1.62777e-05 -0.0018962 5.85759e-06 0.00070051 -5.08757e-06 3.38142e-06 1.05746e-05 -2.65266e-07 8.88822e-06 1.8263e-05 5.48464e-06 1.41473e-05 4.81888e-06 -0.000577687 2.05866e-05 1.04643e-05 -0.000947011 2.68347e-05 7.87149e-06 -3.65248e-06 6.27701e-06 -4.39408e-06 8.57622e-06 -4.25512e-06
internal_weight=0 3096 3065 130 96 63 2935 40 2901 45 2856 2835 2814 2791 2764 2734 2713 2689 2656 70 2586 2558 43 2515 2494 2471 2449 2424 2393 2368
internal_count=3121 3096 3065 130 96 63 2935 40 2901 45 2856 2835 2814 2791 2764 2734 2713 2689 2656 70 2586 2558 43 2515 2494 2471 2449 2424 2393 2368
is_linear=0
shrinkage=0.1


Tree=1331
num_leaves=31
num_cat=0
split_feature=45 1203 132 0 1204 1204 2 133 1186 133 42 13 133 15 128 40 13 390 1186 43 1185 33 128 160 128 16 124 49 15 0
split_gain=0.00123871 0.00140923 0.0186131 0.0120898 0.00146415 0.0099908 0.012927 0.00938961 0.00563735 0.00198564 0.00470258 0.00380735 0.00289006 0.010312 0.00406566 0.00368758 0.00430967 0.00222068 0.00207121 0.00475445 0.00431495 0.00269994 0.00209399 0.00663115 0.00295288 0.00287865 0.00232724 0.00235757 0.00413671 0.00410025
threshold=-1.0000000180025095e-35 0.089165000000000008 -0.083284999999999984 -0.08095999999999999 -0.036244999999999993 -0.082759999999999986 0.088665000000000008 -0.016679999999999997 -1.0000000180025095e-35 -0.46007999999999999 -0.050249999999999996 -0.11122999999999998 -0.37971999999999995 -0.07490999999999999 0.11876500000000001 0.097265000000000018 -0.070999999999999994 0.087590000000000015 0.057025000000000006 -0.012164999999999999 0.085905000000000009 -0.018454999999999996 0.090375000000000025 -0.022194999999999996 0.098550000000000013 -0.076669999999999988 -0.087984999999999994 0.15266500000000002 -0.073184999999999986 -0.14920999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 7 -2 -9 10 -6 -12 13 -11 15 17 -17 18 20 -20 21 -14 26 -24 -25 -26 -23 -28 29 -29
right_child=1 2 3 -5 9 -7 -8 8 -10 12 11 -13 14 -15 -16 16 -18 -19 19 -21 -22 22 23 24 25 -27 27 28 -30 -31
leaf_value=-0.00073116401858303861 -0.0018352235810016283 0.0028963421905328604 -0.0020141790687505687 0.00087506574617388349 0.0015706657766174801 -0.0020423687295988203 0.0023964571463875473 -0.00064592713277544019 0.0015931464234282347 -0.0020160147070419042 0.00092971599195152516 -0.00092139667924493558 0.0011334863252982143 0.00054566314431598803 0.0014314038245356643 -2.4546708300476895e-07 -0.0019434618974281921 0.00076469990800922876 0.00021539031107339169 -0.0016593665815889836 0.0012750256785053623 0.00078839123399168448 0.0010075867459156806 -0.0020124404248781503 0.00019138587231282145 -0.0014330400933977219 -1.7132193985909941e-05 0.0010584947170822747 0.0016708922547126271 -0.00083692043228074907
leaf_weight=23 30 22 28 30 27 27 20 23 22 30 20 25 21 33 20 25 21 39 31 24 27 38 22 20 24 20 2360 21 23 25
leaf_count=23 30 22 28 30 27 27 20 23 22 30 20 25 21 33 20 25 21 39 31 24 27 38 22 20 24 20 2360 21 23 25
internal_value=0 5.42827e-06 0.000419681 -0.000519742 -5.55259e-06 -0.000344907 0.00013753 -0.000464851 0.000448731 8.74341e-06 0.000527325 -9.86799e-05 -4.47821e-06 -0.000674183 1.0803e-05 4.37437e-07 -0.000887366 1.5591e-05 4.59132e-06 -0.000602685 1.74326e-05 4.24109e-06 -5.04765e-06 -0.00049011 -0.00100494 -0.00054699 1.18617e-05 -2.8657e-07 0.000575883 2.83778e-05
internal_weight=0 3098 80 58 3018 122 95 75 45 2896 72 45 2824 63 2761 2741 46 2695 2656 55 2601 2574 2553 86 64 44 2467 2429 69 46
internal_count=3121 3098 80 58 3018 122 95 75 45 2896 72 45 2824 63 2761 2741 46 2695 2656 55 2601 2574 2553 86 64 44 2467 2429 69 46
is_linear=0
shrinkage=0.1


Tree=1332
num_leaves=31
num_cat=0
split_feature=402 1210 15 2 3 1209 1210 1208 1210 1210 1209 42 1212 52 1212 4 3 1212 1212 160 1212 1211 15 400 403 13 399 1204 1212 13
split_gain=0.00122239 0.00134527 0.0147652 0.0167613 0.00421537 0.00205863 0.00561469 0.00565558 0.00507871 0.00227865 0.00224274 0.00626167 0.00215575 0.00750841 0.0170781 0.0123734 0.00701717 0.00601991 0.00526234 0.00453205 0.00380024 0.0031506 0.0076028 0.00363508 0.00947165 0.00401552 0.00399248 0.0082284 0.00490517 0.00307111
threshold=0.31278000000000006 -0.08453999999999999 0.09006500000000002 0.084245000000000014 -0.082284999999999983 0.087170000000000011 -0.064344999999999999 0.11846000000000001 0.014175000000000002 -0.079504999999999978 -0.077594999999999983 0.086950000000000013 0.089125000000000024 0.008405000000000001 0.09352000000000002 -0.076229999999999978 -0.080884999999999985 0.11387000000000001 0.087615000000000012 -0.57146499999999989 0.10703000000000001 0.078255000000000005 0.086715000000000014 -0.082934999999999995 -0.084674999999999986 -0.0087749999999999981 0.090310000000000015 -1.0000000180025095e-35 0.081560000000000007 -0.019614999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 9 -7 8 -8 -3 11 -11 18 15 -15 16 20 -16 19 -12 -14 23 29 24 25 -21 28 -28 -25 -23
right_child=-2 5 -4 4 -6 6 7 -9 -10 10 12 -13 13 14 17 -17 -18 -19 -20 21 -22 22 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.0027600636763963852 0.00076037850120060503 -0.00098021604159536464 -0.0027078515960879271 -0.0015840148725546897 0.00027139775387089083 0.0015713785790027149 -0.0015193484726801721 0.0014365613489644602 0.00034293536941731873 -0.00070846229573362507 0.0014070616540266202 0.0015758441264430681 0.00070429109563563202 0.0035851820837706329 -0.00088866068119252165 -0.0020593207896497374 0.0019918804145639853 0.0012648389087989926 -0.0015752538636496121 0.00068893750236990558 -0.0011981488768166553 -0.00066644412211396475 0.00062971305052525613 -3.0057804607799482e-05 0.002254341942258179 -0.0012296290736412631 -0.0024972328240255594 -5.0952374956316568e-05 0.0013509306483543836 -0.0023373485071880914
leaf_weight=20 21 24 21 25 24 31 27 20 32 20 22 30 21 20 27 27 21 25 22 24 21 22 27 2390 25 20 20 44 26 22
leaf_count=20 21 24 21 25 24 31 27 20 32 20 22 30 21 20 27 27 21 25 22 24 21 22 27 2390 25 20 20 44 26 22
internal_value=0 -5.15095e-06 -0.000386116 0.000320499 -0.000675241 6.24003e-06 0.000430868 -1.66741e-05 -0.000509296 -9.86655e-06 -1.76905e-06 0.000662122 -1.35152e-05 0.000340664 0.00110182 -0.000268258 0.000499341 0.000146676 -3.50531e-05 -2.22278e-05 -0.000246929 -3.42295e-05 -0.000691284 -1.59278e-05 0.000700007 -0.000183138 -3.5847e-05 -0.000815415 -1.51962e-05 -0.0015019
internal_weight=0 3100 90 69 49 3010 110 79 59 2900 2876 50 2826 162 72 90 63 52 2664 2642 42 2620 71 2549 69 44 2480 64 2416 44
internal_count=3121 3100 90 69 49 3010 110 79 59 2900 2876 50 2826 162 72 90 63 52 2664 2642 42 2620 71 2549 69 44 2480 64 2416 44
is_linear=0
shrinkage=0.1


Tree=1333
num_leaves=31
num_cat=0
split_feature=392 130 42 1205 132 0 13 15 42 15 1177 390 0 16 42 12 1208 1208 1208 403 1213 403 399 1203 393 130 1447 133 43 0
split_gain=0.00121664 0.00128515 0.00448702 0.0020048 0.00165825 0.00437257 0.00708884 0.00570304 0.00867436 0.00738936 0.00277101 0.00268991 0.00249047 0.00243974 0.00228106 0.00373885 0.00276467 0.00769729 0.00484111 0.00254985 0.00783571 0.00339835 0.00319209 0.00362172 0.0109959 0.00662408 0.00208104 0.00194628 0.00224713 0.0159461
threshold=0.091685000000000003 -0.22461999999999996 0.15432000000000004 0.09993500000000001 -0.084389999999999979 -0.072269999999999987 0.056795000000000005 0.084370000000000014 -0.05332499999999999 -0.14712999999999996 -0.083709999999999993 0.089375000000000024 -0.087414999999999979 -0.090054999999999982 0.12181500000000002 0.09857500000000001 0.11332500000000002 0.10233500000000001 0.089655000000000012 -0.5335399999999999 0.039620000000000009 -0.52445499999999989 0.091580000000000009 0.089005000000000015 0.098330000000000015 0.093210000000000015 0.093155000000000016 -0.47810999999999992 0.084740000000000024 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 9 -9 -3 -6 14 13 -11 16 -16 17 18 19 20 -12 -21 23 24 26 -25 27 -23 -29 -30
right_child=-2 2 -4 -5 10 -7 -8 8 -10 12 11 -13 -14 -15 15 -17 -18 -19 -20 21 -22 22 -24 25 -26 -27 -28 28 29 -31
leaf_value=-0.00064601672798274994 0.0007246209915889347 -0.0013968010670910389 0.0014940383256180213 -0.0010066125117009505 0.0011620100480892385 -0.0013934371899813414 0.0014357407205702307 0.00023866712534800175 -0.0022649157200864845 -0.00053145684006657189 -0.00053443616721779116 -0.0011185182336096962 0.0015252251056549343 0.00099286790514486805 0.0017443091352470222 6.2612598935046649e-05 -0.001022053561553968 0.0017969710825127549 -0.0015142579977345165 -0.0012704942829995639 0.0019692750573158265 0.00077524260086647701 0.0011312659608665853 -0.0022351519658695908 0.0022894833898005475 0.0003385771764442325 -0.00095519776153631271 1.3101114172008818e-05 -0.0029377370052749204 6.94237096732567e-05
leaf_weight=31 23 23 20 20 21 30 26 25 31 21 25 21 23 21 20 39 26 24 21 21 25 32 25 20 21 20 23 2312 21 110
leaf_count=31 23 23 20 20 21 30 26 25 31 21 25 21 23 21 20 39 26 24 21 21 25 32 25 20 21 20 23 2312 21 110
internal_value=0 -5.37969e-06 1.09562e-06 -8.70381e-06 -2.11043e-06 -0.000280381 -8.39592e-05 -0.000358349 -0.00114724 0.000143675 1.75762e-05 9.0113e-06 0.000688766 0.000230706 1.75133e-05 0.000632679 4.19901e-06 1.40814e-05 -1.90859e-06 1.00535e-05 0.000717419 -3.52359e-06 6.773e-06 -4.21267e-06 1.07786e-05 -0.000948287 -8.37785e-06 4.20877e-07 -9.72824e-06 -0.00041264
internal_weight=0 3098 3067 3047 3027 200 170 144 56 88 2827 2806 65 42 2785 59 2726 2700 2676 2655 50 2605 2584 2559 2519 40 2498 2475 2443 131
internal_count=3121 3098 3067 3047 3027 200 170 144 56 88 2827 2806 65 42 2785 59 2726 2700 2676 2655 50 2605 2584 2559 2519 40 2498 2475 2443 131
is_linear=0
shrinkage=0.1


Tree=1334
num_leaves=31
num_cat=0
split_feature=1203 132 13 1186 1186 1204 15 3 1208 16 16 403 42 402 399 402 402 4 42 4 1213 402 403 2 16 130 130 130 49 13
split_gain=0.00139911 0.013441 0.0120977 0.00164353 0.00249973 0.00157266 0.00878565 0.00575833 0.00161889 0.00818224 0.00767866 0.00213959 0.00830647 0.00342838 0.0019578 0.00193687 0.00171722 0.00580162 0.01148 0.00899089 0.0045253 0.00447847 0.00335773 0.0058982 0.00315275 0.00237863 0.00749243 0.00568793 0.00477439 0.0072896
threshold=0.089165000000000008 -0.083284999999999984 -0.011914999999999999 -0.10142499999999997 -0.087469999999999978 -0.079179999999999987 0.084735000000000019 -0.085784999999999986 0.097165000000000015 -0.072359999999999994 -0.079734999999999986 -0.5335399999999999 0.09112000000000002 0.31115000000000004 0.10695000000000002 0.13597000000000001 -0.018864999999999996 -0.081714999999999996 0.08623500000000002 -0.077834999999999988 -0.073474999999999985 -0.0060099999999999989 -0.42113499999999993 0.095545000000000005 -0.066924999999999985 0.09364500000000002 0.097765000000000005 0.085870000000000016 0.097685000000000008 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 7 -6 11 10 -10 12 -7 14 15 16 17 18 20 -19 -13 -18 -21 24 -24 27 -27 -23 29 -28
right_child=1 2 -4 4 5 8 -8 -9 9 -11 -12 13 -14 -15 -16 -17 21 19 -20 22 -22 25 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00077353669694275602 0.0024557952014931843 0.0013805766114155238 -0.001571772610493229 0.00088950516656627918 -0.00051025494262028274 0.0018361089389405346 -0.0015968392728705353 0.0014667051455874642 -1.4318557172689748e-05 0.0010853313661011105 -0.0026591344243137257 -0.0008246440989592963 -0.00062215586227399331 -0.0013050875684712084 0.00092768458568531537 0.00074027571095419784 -0.0014524630334397609 -0.0015732842310626439 0.0030392571771517395 0.0014650496015314101 0.0011189710353501142 -2.3019809395959331e-05 0.0012528932966661696 -0.0011497200140313777 -0.00013004384218220366 -0.0020303831731628935 -0.001490880654235202 0.00090529765339210019 0.00092532252328413913 0.000481042277218925
leaf_weight=28 23 23 35 31 34 28 38 26 23 22 21 23 27 20 23 35 22 32 20 21 25 2247 34 28 32 24 38 68 33 37
leaf_count=28 23 23 35 31 34 28 38 26 23 22 21 23 27 20 23 35 22 32 20 21 25 2247 34 28 32 24 38 68 33 37
internal_value=0 0.000410179 -0.000401013 -1.09291e-05 -3.8398e-06 -1.31299e-05 -0.000407084 0.000346428 2.61559e-07 -0.000489301 -0.00127662 1.17316e-05 0.000629324 -5.66585e-07 8.94852e-06 1.17694e-06 -8.46108e-06 0.000262597 0.00102636 -9.07091e-05 0.000187655 -3.20648e-05 0.000321833 6.64341e-05 0.000582378 -1.92945e-05 -0.000432185 4.24826e-06 -7.70302e-05 -0.000518065
internal_weight=0 81 58 3040 3012 2981 98 60 2883 66 44 2817 55 2762 2742 2719 2684 215 68 147 48 2469 115 94 66 2447 132 2315 108 75
internal_count=3121 81 58 3040 3012 2981 98 60 2883 66 44 2817 55 2762 2742 2719 2684 215 68 147 48 2469 115 94 66 2447 132 2315 108 75
is_linear=0
shrinkage=0.1


Tree=1335
num_leaves=31
num_cat=0
split_feature=402 1203 1204 130 132 15 0 48 42 399 399 1203 393 1186 1186 43 129 129 42 2 2 13 129 130 130 402 2 130 131 13
split_gain=0.00124806 0.00126356 0.00150028 0.0026332 0.00197549 0.00298984 0.00759058 0.00872061 0.00466652 0.00348003 0.00293428 0.00251886 0.008493 0.00251121 0.00347361 0.00537373 0.00212561 0.00672752 0.00449158 0.00334924 0.00463864 0.00705396 0.00557067 0.00258562 0.00384789 0.00252829 0.00244614 0.00237609 0.00293114 0.00311135
threshold=0.31278000000000006 0.10970500000000001 0.057120000000000011 0.12680500000000003 -0.084389999999999979 0.084370000000000014 -0.073309999999999986 0.086425000000000016 -0.015274999999999999 0.08845500000000002 0.091580000000000009 0.089005000000000015 0.098330000000000015 0.090275000000000008 0.057025000000000006 -0.012164999999999999 0.083780000000000007 0.087270000000000014 -0.14899999999999999 0.11177500000000001 0.099185000000000009 -0.0065549999999999992 0.090540000000000023 -0.22461999999999996 -0.0096649999999999982 0.13924000000000003 0.09142500000000002 0.10269000000000002 0.11657500000000001 -0.072819999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 -7 11 12 13 14 16 -16 18 -18 -6 20 21 -19 -23 -20 -25 27 -24 28 -26 -30
right_child=-2 -3 -4 -5 10 9 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 17 19 23 -21 -22 22 26 24 25 -27 -28 -29 29 -31
leaf_value=0.0017224445993945536 0.00076831844080949116 0.00078707159438636161 -0.0008149761291544723 0.00082294931122114099 -0.0014887785627728418 -0.00024521943696527161 -0.0016780102873504487 -0.0013384474294624576 8.94778612668493e-05 -0.0018198690986901058 0.0010427617202232661 -0.00083581346973207672 0.0016795133371973255 0.0008977309622180959 0.00010531985317356885 -0.0021141205355525018 0.0019583184462548657 0.0011025316613272596 -0.0010754043610928499 -0.00083998175668379956 0.0014597115680641895 0.00085099353455007085 -0.00057060859198827536 0.0011553966789506376 -1.8521560767134697e-05 -0.00096838071642975734 -0.0019803929125191645 -0.00086848600523694588 -0.00029748155531706289 0.0012506084286960195
leaf_weight=35 21 20 23 38 21 32 23 23 35 25 27 36 30 30 24 20 22 39 23 31 28 20 32 28 2298 28 20 32 20 37
leaf_count=35 21 20 23 38 21 32 23 23 35 25 27 36 30 30 24 20 22 39 23 31 28 20 32 28 2298 28 20 32 20 37
internal_value=0 -5.20475e-06 -1.03494e-05 -4.29561e-06 -1.47081e-05 -0.000342803 -5.139e-05 0.000350892 0.000905961 -0.000935855 5.23585e-06 -4.70143e-06 6.04957e-06 -1.21865e-05 -2.22113e-05 -0.000903517 -7.73671e-06 0.000312848 -3.24863e-05 9.99045e-05 0.000309519 1.93808e-05 -0.000567326 -2.00848e-05 -1.01493e-05 -2.36629e-05 -0.00111283 -1.25812e-05 -9.51026e-07 0.000707419
internal_weight=0 3100 3080 3057 3019 173 116 93 70 57 2846 2819 2783 2753 2723 44 2679 192 2487 170 139 111 72 2466 2443 2415 52 2387 2355 57
internal_count=3121 3100 3080 3057 3019 173 116 93 70 57 2846 2819 2783 2753 2723 44 2679 192 2487 170 139 111 72 2466 2443 2415 52 2387 2355 57
is_linear=0
shrinkage=0.1


Tree=1336
num_leaves=31
num_cat=0
split_feature=1203 132 132 1186 1186 2 2 2 4 0 1455 159 159 13 13 13 133 401 1209 3 16 14 12 1371 9 16 160 15 4 133
split_gain=0.00126773 0.0111021 0.0116463 0.00167685 0.00183799 0.00142502 0.00902572 0.00861917 0.0261991 0.00583849 0.00548446 0.00563976 0.00490408 0.00438164 0.00778935 0.00673373 0.00594583 0.00501994 0.00760006 0.00447968 0.0159119 0.0046691 0.00698039 0.00547318 0.00494973 0.00958691 0.00647691 0.00771532 0.0141374 0.00691974
threshold=0.089165000000000008 -0.083284999999999984 -0.020824999999999996 -0.10142499999999997 -0.087469999999999978 0.090935000000000016 0.091265000000000013 0.090425000000000019 -0.016959999999999999 -0.23194499999999998 -0.091604999999999978 0.14438000000000004 0.13810000000000003 -0.088319999999999996 -0.089109999999999981 -0.087404999999999997 0.084990000000000024 0.11769000000000002 -0.085894999999999985 0.088060000000000013 0.10994000000000002 0.078320000000000015 0.11903500000000002 0.083235000000000017 0.085355000000000014 -0.008904999999999998 0.062030000000000009 -0.087679999999999994 0.0045450000000000013 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 7 -7 9 -9 -6 -8 -12 13 14 -11 16 -15 18 -17 21 -21 22 23 24 26 -26 -20 28 -28 -29
right_child=1 2 -4 4 5 6 10 8 -10 12 11 -13 -14 15 -16 17 -18 -19 19 20 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-0.00078070046624166686 0.0022495769789320943 -0.0020334008605762694 0.00084374749019522875 0.00076278391249117361 0.0015826113828965886 0.0017815784626873212 -0.0014397778906859457 -0.0041167806216981266 0.00083200096383418158 0.00011578502068209582 2.8347327063126092e-05 0.0016810579793638597 -0.0015757100013572547 -0.00017347991757560522 0.0016707945917103742 -0.0019887699257759824 -0.0026118875027168545 0.0013576180412201212 -0.00011551464010535124 -0.002929792874593936 0.00064952665750213248 -0.0013822855167090894 0.0016517956792376936 0.0015239248983561994 -0.0024557088184034609 0.00050874734850367539 0.0036799621410318652 -0.00047075010483918744 -3.4980513321767959e-05 0.0016072718066756021
leaf_weight=28 23 24 34 31 22 30 25 20 23 249 1230 21 21 20 37 21 20 24 930 23 27 25 25 22 24 20 20 59 21 22
leaf_count=28 23 24 34 31 22 30 25 20 23 249 1230 21 21 20 37 21 20 24 930 23 27 25 25 22 24 20 20 59 21 22
internal_value=0 0.000390445 -0.000346797 -1.04033e-05 -3.24251e-06 -1.12086e-05 6.70921e-05 -7.22598e-05 -0.00146976 -3.54384e-05 2.67829e-05 5.60907e-05 -5.75484e-05 -3.74846e-05 0.000316958 -0.000115282 -0.00139268 -7.48263e-05 -0.000102573 -7.00527e-05 -0.00099696 -3.03735e-05 -8.04081e-07 -3.77585e-05 -6.91061e-05 -0.00110823 -2.56447e-05 0.000659429 0.00177719 9.36509e-05
internal_weight=0 81 58 3040 3012 2981 1306 1675 43 1632 1276 1251 1610 1589 286 1303 40 1263 1239 1218 50 1168 1143 1118 1096 44 1052 122 41 81
internal_count=3121 81 58 3040 3012 2981 1306 1675 43 1632 1276 1251 1610 1589 286 1303 40 1263 1239 1218 50 1168 1143 1118 1096 44 1052 122 41 81
is_linear=0
shrinkage=0.1


Tree=1337
num_leaves=31
num_cat=0
split_feature=1209 128 0 16 12 128 128 4 13 13 456 2 13 1212 1375 151 13 13 16 49 482 16 0 52 3 1209 1451 480 133 42
split_gain=0.00137465 0.00132178 0.00272847 0.00333212 0.00518095 0.00227809 0.00174643 0.00149616 0.00138595 0.00884343 0.0183668 0.0238286 0.0206563 0.0172093 0.0147047 0.00742609 0.00666034 0.0156561 0.00875092 0.00840849 0.0132294 0.0102725 0.007867 0.0121523 0.00743581 0.00532497 0.00535275 0.00740482 0.00373101 0.0120369
threshold=-0.14444499999999996 0.099470000000000017 -0.077084999999999987 -0.076669999999999988 0.089085000000000011 0.092940000000000009 0.089035000000000017 0.010840000000000001 -0.084419999999999981 -0.085804999999999979 0.041000000000000002 0.08647500000000001 -0.085034999999999986 0.041590000000000009 -0.15308499999999997 -0.09693499999999998 -0.081829999999999986 -0.081029999999999977 -0.039889999999999988 -0.016249999999999997 0.089745000000000005 -0.084119999999999986 -0.084044999999999995 -0.082554999999999976 -0.082284999999999983 -0.074484999999999982 0.084085000000000007 -1.0000000180025095e-35 0.091410000000000005 0.090240000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 8 -4 9 14 11 13 -13 -11 -2 -16 19 18 -18 -10 21 -21 23 -23 -24 -19 27 -27 -17 -30
right_child=1 2 7 -5 -6 -7 -8 -9 16 10 -12 12 -14 -15 15 28 17 25 -20 20 -22 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00082638940308243046 0.0026315876963226834 0.00067625683201890025 0.00098137163615319889 -0.0017249217534082988 -0.0010557134811861966 0.00082228772961677942 -0.00088861832098866055 -0.00022715694559294556 0.002370440618445476 0.0019086611057307736 0.0015229819691739976 -0.0054345157206460671 -0.0009940905612893403 -0.0019597492059287821 -0.0014953630236799228 -5.1047316693725553e-05 -0.003414496268378571 -0.001238835916228709 -0.0005822396318156583 -0.0012769567891320385 -0.002042608135379851 -4.05007996596396e-05 -0.00072588411593725068 0.0030338697426486763 0.0014689621443314286 0.0014814662191752546 -0.0015242466946975106 5.1560290418648034e-05 -0.00024389971453600968 0.0027735241332629817
leaf_weight=20 21 31 20 21 39 34 22 21 24 23 24 22 20 23 34 660 20 32 24 22 20 20 33 36 29 37 21 1709 39 20
leaf_count=20 21 31 20 21 39 34 22 21 24 23 24 22 20 23 34 660 20 32 24 22 20 20 33 36 29 37 21 1709 39 20
internal_value=0 -5.32983e-06 -0.000314963 -0.000620134 -0.000288698 8.43627e-06 -9.9165e-07 0.000362369 5.71202e-06 -9.8619e-05 -0.000929148 -0.00159791 -0.00332003 -2.55441e-05 2.15609e-05 -5.12287e-05 5.1315e-05 -5.96029e-06 -0.00186963 0.000625002 0.000363186 0.000706871 0.00107674 0.00193588 0.000300738 3.96214e-05 6.2774e-05 8.18618e-05 1.70614e-05 0.000778956
internal_weight=0 3101 132 91 70 2969 2935 41 2913 886 112 88 42 46 774 753 2027 1843 44 184 160 140 118 56 62 1799 1767 1746 719 59
internal_count=3121 3101 132 91 70 2969 2935 41 2913 886 112 88 42 46 774 753 2027 1843 44 184 160 140 118 56 62 1799 1767 1746 719 59
is_linear=0
shrinkage=0.1


Tree=1338
num_leaves=31
num_cat=0
split_feature=12 130 12 15 0 46 481 2 1447 0 403 402 403 403 49 49 474 3 475 16 475 43 133 0 15 42 133 43 3 12
split_gain=0.00135683 0.00273277 0.00171115 0.00490967 0.00261039 0.00250115 0.0015798 0.00554389 0.00625041 0.00477642 0.00425197 0.012866 0.00320452 0.00202679 0.00177531 0.00951659 0.00928182 0.0154932 0.0270678 0.00565798 0.00681207 0.00587257 0.00481854 0.0100974 0.00460218 0.00659649 0.00478148 0.0046532 0.0116979 0.00856028
threshold=0.23631000000000002 -0.22562499999999999 0.12757000000000002 -0.068899999999999975 -0.046359999999999991 -0.043074999999999995 -0.087424999999999989 0.085485000000000019 1.0000000180025095e-35 -0.086729999999999988 -0.5492149999999999 0.0043800000000000011 -0.53762499999999991 -0.52917499999999984 0.08610000000000001 0.084945000000000007 0.083685000000000023 -0.086424999999999988 -0.08230999999999998 0.51222500000000004 -0.07550999999999998 -0.075574999999999989 0.099660000000000012 -0.085939999999999989 -0.091604999999999978 0.086325000000000013 0.085355000000000014 -0.082064999999999985 -0.069009999999999974 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 7 9 -9 -7 11 -8 -12 -14 15 -15 19 -18 -19 20 -16 -21 24 -24 27 26 -26 -22 29 -29
right_child=-2 2 3 4 -6 6 10 8 -10 -11 12 -13 13 14 16 -17 17 18 -20 21 22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0010469713490456342 -0.00076523099104752355 0.00098456704066708103 -0.0017670318132288578 -0.00072120488417567693 0.0008573194928678939 -0.00023511155394815086 -0.00041059601431091633 -0.00068530341926296913 0.001319221077054473 -0.0023944382120680528 -0.0010674829727837019 0.0028166858771804812 0.00088645578451597917 -1.7943724600124694e-05 -0.0019496423215605318 -0.0021079200817356735 -0.001206611022776501 0.0048267492558807142 0.00049388536929694492 -5.7372711704705253e-05 0.00078984287620924819 0.0023102499265223743 0.00035101296648812986 -0.0025598907552193853 0.00053774016773786568 0.0017845808609501656 -0.0012336565356235952 0.00013400309412232178 0.00031631162490027367 -0.0022912390404218417
leaf_weight=25 23 26 21 20 22 21 30 35 28 20 28 21 26 2251 20 22 22 21 46 22 37 20 26 22 64 33 20 22 84 43
leaf_count=25 23 26 21 20 22 21 30 35 28 20 28 21 26 2251 20 22 22 21 46 22 37 20 26 22 64 33 20 22 84 43
internal_value=0 5.68118e-06 -2.7901e-06 -0.000518583 0.000105641 8.00557e-06 -5.03344e-07 -0.000383399 0.000205596 -0.00128844 1.33235e-05 0.000918285 -2.9908e-06 7.65032e-06 -5.83529e-07 -3.81723e-05 0.000169614 0.0010959 0.00185195 -2.9997e-05 -0.000154532 0.00107007 -5.2247e-05 -0.000983151 9.5223e-05 0.00058661 0.000115979 -0.000213876 -0.000463121 -0.00147039
internal_weight=0 3098 3073 63 42 3010 2984 104 63 41 2880 51 2829 2801 2775 2273 502 89 67 413 371 42 351 48 303 117 84 186 149 65
internal_count=3121 3098 3073 63 42 3010 2984 104 63 41 2880 51 2829 2801 2775 2273 502 89 67 413 371 42 351 48 303 117 84 186 149 65
is_linear=0
shrinkage=0.1


Tree=1339
num_leaves=31
num_cat=0
split_feature=45 367 12 130 448 448 447 16 151 43 15 52 157 43 16 47 2 11 33 44 0 1 1 4 0 1 3 13 3 40
split_gain=0.00141953 0.00140906 0.00330486 0.00220339 0.00167539 0.0035666 0.00231546 0.0030039 0.00207658 0.00929403 0.0167139 0.0122544 0.00990101 0.00609749 0.00580518 0.00486759 0.00227333 0.00492354 0.00302876 0.00276386 0.00289693 0.00932612 0.00620244 0.0117373 0.0153143 0.00479462 0.00330804 0.0105291 0.00488443 0.00431348
threshold=-1.0000000180025095e-35 -0.0098099999999999975 0.23631000000000002 -0.22562499999999999 -1.0000000180025095e-35 -0.069874999999999979 0.085205000000000017 -0.0083599999999999976 -0.088279999999999983 -0.084999999999999978 -0.026084999999999994 -0.026204999999999996 -0.025309999999999996 -0.052894999999999991 -0.010264999999999998 0.082095000000000015 0.31098000000000003 -0.011194999999999998 0.085305000000000006 0.099360000000000018 -0.15599999999999997 0.082535000000000011 0.087865000000000013 0.27044500000000005 -0.23051499999999997 0.11374000000000002 0.14121000000000003 -0.15416999999999995 0.10893000000000001 -0.08440499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -8 9 10 14 13 -13 -11 -6 -14 17 -10 19 20 21 -19 -23 24 -24 -25 27 -22 29 -29
right_child=1 2 -4 4 8 -7 7 -9 16 11 -12 12 15 -15 -16 -17 -18 18 -20 -21 26 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=-0.00078271280812180566 0.00062778917652192632 0.00094227420445531617 -0.0012227377356876705 -0.00074509978054693952 -0.0012987724230201407 -0.0014587153738830239 0.0010391633816262973 -0.00040101672833164534 0.001526238237108503 0.0023734116577543321 0.0027585419748599334 -0.0028076028684154153 0.00044682888417608209 -6.6324024228379134e-05 0.0010552266775630415 -0.0014155499705457656 -0.00088910011028678251 0.0022920797778921121 -0.00099365055380809682 -0.001045793544035405 -0.0019995689150635845 -0.0012096333979570773 -0.00023424948396330529 -0.0017271209086868026 0.0034562061811574613 0.00027175719005754221 0.00062577634003574553 -0.00094833875606282363 -0.0015695457719266414 1.9496543205260816e-05
leaf_weight=23 36 25 22 34 22 24 28 30 21 21 36 21 36 20 20 23 29 23 31 25 27 28 22 21 23 28 78 47 20 2277
leaf_count=23 36 25 22 34 22 24 28 30 21 21 36 21 36 20 20 23 29 23 31 25 27 28 22 21 23 28 78 47 20 2277
internal_value=0 5.81097e-06 -1.50164e-06 7.33625e-06 -4.16135e-07 -0.000373073 -8.98622e-05 0.000294243 1.44953e-05 0.000326245 0.00117742 -0.000222449 -0.000942893 0.0011833 -0.00017782 -0.000279183 -8.48182e-06 1.07937e-06 -1.10068e-05 6.24346e-07 1.07093e-05 0.000445014 9.67966e-05 0.000485946 0.00165198 -0.000584905 -1.50049e-05 -3.6085e-05 -1.34681e-05 -7.6718e-08
internal_weight=0 3098 3062 3040 3015 116 92 58 2899 199 78 121 80 41 42 59 2700 2671 2650 2619 2594 145 122 94 45 49 2449 2371 2344 2324
internal_count=3121 3098 3062 3040 3015 116 92 58 2899 199 78 121 80 41 42 59 2700 2671 2650 2619 2594 145 122 94 45 49 2449 2371 2344 2324
is_linear=0
shrinkage=0.1


Tree=1340
num_leaves=31
num_cat=0
split_feature=1203 15 1204 130 159 40 121 33 39 124 52 132 1203 43 399 1203 2 400 43 1203 3 158 3 15 4 2 1 4 2 3
split_gain=0.00127497 0.00170366 0.0023947 0.00236842 0.00235058 0.00190404 0.00278295 0.00309915 0.00233827 0.00269711 0.00776137 0.00196147 0.00743419 0.00542699 0.00630714 0.0043938 0.00282696 0.00277594 0.00688106 0.00274085 0.00200918 0.00661942 0.00771803 0.0180922 0.0584351 0.010319 0.0103475 0.00577157 0.0103567 0.00735133
threshold=0.10970500000000001 -0.5556049999999999 0.057120000000000011 0.12680500000000003 0.10477000000000002 -0.24452499999999996 -0.078059999999999977 -0.012019999999999998 -0.020804999999999994 -0.087984999999999994 -0.080114999999999978 -0.083174999999999985 0.089005000000000015 -0.0095349999999999983 0.08832000000000001 0.084690000000000015 0.088745000000000004 -0.064794999999999978 -0.0017249999999999998 0.086700000000000013 -0.0025099999999999996 0.082560000000000008 0.088060000000000013 -0.10324499999999999 -1.0000000180025095e-35 0.086675000000000016 0.08592000000000001 0.00063500000000000004 0.092480000000000021 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 -3 -7 -8 -9 10 -10 12 13 -11 15 16 -15 18 19 -13 -19 22 23 -22 -25 26 -24 28 -27 -30
right_child=-2 2 -4 -5 -6 6 7 8 9 11 -12 17 -14 14 -16 -17 -18 20 -20 -21 21 -23 25 24 -26 27 -28 -29 29 -31
leaf_value=-0.00024200382875278595 0.00079586268984712662 -0.00098946433832679758 -0.0010786113611954665 0.00077745527156175261 0.0011774277771889633 0.00091705707818618982 -0.0011768150166102239 -0.00090492298657973778 0.0021523318094709381 0.0011292754433615583 -0.00023174631351139397 -0.00060539722082114992 -0.0021534694614820183 -0.00091178804779281991 -0.0014680628444215186 0.001194585353601724 0.0003919278371854332 -5.3233400527325441e-05 0.0021914386143907904 0.00073540955161054936 -0.00071041308508842797 -0.0011396080745440227 -0.0030632058609626257 -0.00063810053382169557 0.0053008927969494836 0.0026463499447951719 7.9589508558538841e-05 -0.00014836450176367741 -0.0008281677262857557 0.001007002212156357
leaf_weight=20 20 20 21 38 28 32 23 29 22 29 36 31 20 39 38 25 29 2126 20 30 38 35 20 37 30 24 22 146 35 58
leaf_count=20 20 20 21 38 28 32 23 29 22 29 36 31 20 39 38 25 29 2126 20 30 38 35 20 37 30 24 22 146 35 58
internal_value=0 -5.13294e-06 -1.44268e-05 -7.05617e-06 0.000585998 -1.70132e-05 -1.04735e-05 -2.05623e-05 -1.14517e-05 -2.48603e-06 0.000672559 -1.63111e-05 -0.000335755 -0.000108541 -0.000382562 6.09764e-05 -0.000355792 5.37063e-06 0.000581775 5.40159e-05 -1.27891e-05 0.000180435 0.000293121 0.00103258 0.00202115 3.85518e-05 -0.00141698 0.000270994 0.000794296 0.000316347
internal_weight=0 3101 3053 3032 48 2994 2974 2942 2919 2890 58 2832 180 160 131 93 68 2652 81 61 2571 445 410 105 67 305 42 263 117 93
internal_count=3121 3101 3053 3032 48 2994 2974 2942 2919 2890 58 2832 180 160 131 93 68 2652 81 61 2571 445 410 105 67 305 42 263 117 93
is_linear=0
shrinkage=0.1


Tree=1341
num_leaves=31
num_cat=0
split_feature=130 10 10 2 0 52 4 11 1420 0 155 45 11 3 480 480 403 403 1208 3 403 472 133 42 0 13 51 15 154 474
split_gain=0.00130166 0.00324261 0.00440446 0.00303513 0.00166591 0.00370475 0.00485495 0.00198657 0.00323201 0.00533596 0.010706 0.00221009 0.00328698 0.0018402 0.00179572 0.00690074 0.00430896 0.00554386 0.00568051 0.0143433 0.00586213 0.00410967 0.00408754 0.00441058 0.00498478 0.00871342 0.00815562 0.00359798 0.00246813 0.00295087
threshold=-0.23647499999999996 -0.38124499999999995 -0.089679999999999982 0.31765000000000004 0.13134000000000004 0.095415000000000014 -0.35136499999999998 0.10458500000000001 0.056520000000000008 0.12445000000000002 0.14230000000000001 -1.0000000180025095e-35 -0.011194999999999998 0.42240500000000009 0.086995000000000017 0.087715000000000015 -0.55327499999999985 -0.54856499999999986 0.099975000000000008 -0.080289999999999986 -0.53101999999999994 -0.065034999999999996 0.099660000000000012 0.094725000000000018 -0.082974999999999979 -0.077944999999999987 0.0038750000000000004 -0.5556049999999999 0.084190000000000001 -0.14697499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 7 6 -6 8 9 10 11 -4 -13 14 16 -16 -14 -18 20 -20 -19 -17 23 24 26 -26 -23 -22 29 -29
right_child=1 2 4 -5 5 -7 -8 -9 -10 -11 -12 12 13 -15 15 21 17 18 19 -21 27 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00080415142147103333 4.8945300901929539e-05 -0.0010625645333232406 -0.0010566997900605202 0.0017702435504179448 -0.00077774628377731215 0.0014379958640067625 0.0011400638169355014 0.00090073464962188161 -0.0012489130454404014 -0.0015920738750580877 0.0022052928212691436 0.0011888109360133176 0.0013515404668093349 -0.00088342597882729024 -0.0020572233945131304 0.0010636414041353139 -0.0016127606720796655 -0.0015917430986123887 0.0030678959873815378 -0.00033962619355103625 0.0011823108043664925 -0.0024301255126888662 -0.0016290380636928604 0.0012719245301559569 0.001872641179414297 -0.00085609778063371793 -1.9446881196927279e-05 -0.0010300499879771711 0.0011060514661949128 2.5085882301330764e-06
leaf_weight=20 21 39 20 20 33 26 22 24 21 21 22 23 24 24 20 26 21 23 21 30 26 23 20 20 22 25 36 28 20 2400
leaf_count=20 21 39 20 20 33 26 22 24 21 21 22 23 24 24 20 26 21 23 21 30 26 23 20 20 22 25 36 28 20 2400
internal_value=0 5.1864e-06 -6.65022e-06 0.000888603 6.98124e-06 0.000454366 -1.06222e-05 -5.34467e-06 -1.28021e-05 -3.83551e-06 7.76957e-06 -9.18187e-06 -1.78414e-06 -1.15327e-05 -4.01907e-06 -0.000299111 1.78312e-05 5.37146e-06 1.87077e-05 0.00106347 -2.63106e-06 -9.46797e-05 -0.000300956 -9.01494e-05 -0.000347144 0.000421184 -0.000959203 1.21424e-05 -2.85849e-07 -9.39901e-06
internal_weight=0 3101 3060 41 3021 81 55 2940 2916 2895 2874 2852 2832 2809 2785 192 2593 2569 2548 51 2497 172 146 126 106 47 59 2474 2448 2428
internal_count=3121 3101 3060 41 3021 81 55 2940 2916 2895 2874 2852 2832 2809 2785 192 2593 2569 2548 51 2497 172 146 126 106 47 59 2474 2448 2428
is_linear=0
shrinkage=0.1


Tree=1342
num_leaves=31
num_cat=0
split_feature=475 11 11 155 52 52 11 1429 49 474 15 475 157 157 151 51 51 157 130 40 133 49 40 40 34 9 33 4 15 13
split_gain=0.00128942 0.00244323 0.00877161 0.00741144 0.01308 0.00239725 0.00372981 0.00199002 0.00938877 0.00762095 0.00422302 0.00233214 0.00163393 0.0174369 0.0059264 0.005458 0.00391707 0.00270779 0.00185318 0.00381371 0.0069068 0.00628144 0.00374217 0.00223904 0.00270411 0.00284417 0.00621886 0.00233914 0.00466648 0.002488
threshold=-0.49729499999999999 0.090070000000000025 0.095165000000000013 0.11814000000000001 -0.54906499999999991 -0.22660999999999995 0.10553000000000001 -1.0000000180025095e-35 0.10211000000000002 0.090440000000000006 -0.087679999999999994 -0.025744999999999997 -0.087424999999999989 -0.090569999999999998 -0.55306499999999992 0.078435000000000019 -0.094454999999999983 -0.39489999999999997 -0.22461999999999996 -0.085734999999999992 0.087285000000000015 -0.046979999999999987 -0.08440499999999998 -0.082074999999999995 -0.097449999999999981 -0.036024999999999995 1.0000000180025095e-35 0.53859500000000016 -0.56020999999999987 -0.17933499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 -5 -4 -7 8 9 10 -2 -12 13 15 -14 16 -9 -17 -16 20 21 -20 -21 -24 -25 26 -26 29 -29 -27
right_child=1 2 5 4 -6 6 -8 12 -10 -11 11 -13 14 -15 18 17 -18 -19 19 22 -22 -23 23 24 25 27 -28 28 -30 -31
leaf_value=0.00073015407712470441 0.0026026560302125292 0.0022439969997239215 -0.00082791816070675863 -0.0028420501558575782 0.00042628423980204392 -0.00039771715204955807 0.0013792220602876373 0.00014857402857160196 -0.0015356602886458859 -0.00079762031645735823 4.9257632344961176e-05 0.00147397599853489 0.0016723131876677231 -0.0026734711539645037 -0.00082342834347010866 0.00014074346056279158 0.0021277336365892554 -0.0012880981901183814 0.0003814260708168149 -0.0013882550911512226 -0.00056240538618078937 0.0027274301450233907 0.00079105319318306807 0.0010535346404851778 -0.001760090039377766 -0.00046850404875876852 0.00054868788458406926 -0.00028233516394444134 0.0017794684141076039 -1.043287534285547e-05
leaf_weight=24 20 22 25 25 24 27 21 20 20 21 20 27 21 26 28 36 20 21 25 20 27 21 34 23 28 125 20 23 21 2306
leaf_count=24 20 22 25 25 24 27 21 20 20 21 20 27 21 26 28 36 20 21 25 20 27 21 34 23 28 125 20 23 21 2306
internal_value=0 -5.65828e-06 0.000493635 -2.14587e-05 -0.00124123 -3.3872e-05 0.000379694 -1.2186e-06 0.000420115 0.000864609 0.00138561 0.000867713 -1.7213e-05 -0.000373719 -1.10343e-06 0.00024271 0.00113815 -0.000385672 -1.41141e-05 -5.6364e-06 0.000707216 0.00145243 -2.56511e-05 -1.50883e-05 -2.58537e-05 -3.56936e-05 -0.000798099 -2.09075e-05 0.000701707 -3.39865e-05
internal_weight=0 3097 95 3002 49 73 48 2953 108 88 67 47 2845 123 2722 97 40 57 2701 2673 73 46 2600 2580 2546 2523 48 2475 44 2431
internal_count=3121 3097 95 3002 49 73 48 2953 108 88 67 47 2845 123 2722 97 40 57 2701 2673 73 46 2600 2580 2546 2523 48 2475 44 2431
is_linear=0
shrinkage=0.1


Tree=1343
num_leaves=31
num_cat=0
split_feature=473 154 1419 1420 1420 2 16 51 475 1425 157 1 43 2 12 13 3 4 2 13 15 13 1213 13 1 11 4 151 151 457
split_gain=0.00120647 0.00187892 0.00163757 0.00532988 0.00482448 0.00436274 0.00301998 0.00763988 0.00636917 0.00546338 0.00260521 0.00177452 0.0020015 0.0051564 0.0058363 0.0051006 0.00678869 0.00636932 0.00392103 0.00340174 0.00434899 0.0040472 0.0077975 0.00639878 0.00485393 0.00424078 0.00371803 0.0035824 0.0112652 0.00848617
threshold=-0.07576999999999999 0.085530000000000009 0.086505000000000012 -0.085599999999999996 -0.083604999999999985 0.095545000000000005 0.62682500000000008 -0.21316999999999997 0.12365000000000002 0.089980000000000018 0.20852500000000002 0.16540500000000002 -0.15879999999999997 0.10060500000000001 0.085785000000000014 0.18141000000000002 -0.10115999999999999 -0.095774999999999985 0.11474000000000002 0.095710000000000017 -0.084564999999999987 0.054800000000000008 -0.060974999999999994 0.043850000000000007 0.081315000000000012 0.079915000000000014 -0.082349999999999993 -0.088279999999999983 -0.10142999999999999 0.084040000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 8 -8 10 -9 11 12 13 14 -5 16 -16 -17 -15 21 -21 23 -23 25 -24 27 -22 28 -14 -30
right_child=1 -3 4 6 5 -7 7 9 -10 -11 -12 -13 19 18 15 17 -18 -19 -20 20 26 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00072158710504679579 -0.0015985882303322712 -0.0009058337010767149 0.0016355554049368949 0.0012995264677587769 -0.00079911978477064305 0.00087047719220020652 0.0004214739354976796 -0.0026759697015222629 0.0017521441991751392 -0.00039491220044770415 0.0010417455322264382 0.00087028723615019225 -5.8408402480919219e-05 -0.0022012122441083192 -0.0024338530332204842 0.0014100850122174182 5.2975340867819993e-05 -0.0005279532801576479 -0.00053465966824054096 -0.00038598125317582381 0.0002406869170954451 0.001150473639718257 -0.0018420072049775628 0.0017560097322400128 -0.00031154832916420911 0.00081911729193375176 0.0019105740537634121 -5.50616274043143e-05 0.00054917860500238564 0.0032294885806983249
leaf_weight=23 21 23 24 29 34 29 38 21 21 21 24 23 137 20 21 28 23 43 48 27 24 20 40 21 43 62 30 2155 27 21
leaf_count=23 21 23 24 29 34 29 38 21 21 21 24 23 137 20 21 28 23 43 48 27 24 20 40 21 43 62 30 2155 27 21
internal_value=0 -5.35717e-06 1.3781e-06 -1.10741e-05 0.000429047 -3.05751e-05 1.62085e-07 -0.000605906 1.69565e-05 -0.00153544 4.24228e-06 -4.51918e-06 -1.16567e-05 -0.00030714 3.17651e-05 -0.000287931 -0.00113392 0.000236344 -0.00102482 1.23719e-05 0.000650274 -8.08337e-06 -0.000622014 1.80144e-05 -0.00104912 2.81957e-06 0.0011684 -1.88088e-05 0.000403487 0.00172181
internal_weight=0 3098 3075 2988 87 63 2967 80 2887 42 2866 2842 2819 212 144 115 44 71 68 2607 81 2526 103 2423 83 2402 54 2340 185 48
internal_count=3121 3098 3075 2988 87 63 2967 80 2887 42 2866 2842 2819 212 144 115 44 71 68 2607 81 2526 103 2423 83 2402 54 2340 185 48
is_linear=0
shrinkage=0.1


Tree=1344
num_leaves=31
num_cat=0
split_feature=448 475 52 147 148 147 3 0 151 13 13 157 13 51 157 13 42 151 3 15 52 16 0 157 49 12 1 15 0 3
split_gain=0.00118385 0.00428254 0.00472138 0.00204469 0.00196052 0.00202751 0.00286206 0.00178839 0.00164202 0.00456277 0.0198282 0.0181599 0.0100807 0.00659646 0.00561157 0.00686439 0.00523667 0.0056978 0.00434315 0.00403237 0.00570305 0.00359286 0.00307742 0.002501 0.00507438 0.00415465 0.00581329 0.00979421 0.00388067 0.00302495
threshold=-1.0000000180025095e-35 -0.080004999999999979 -0.14813999999999997 0.10479500000000001 -0.065034999999999996 0.092780000000000015 -0.087909999999999988 -0.26609999999999995 -0.064119999999999996 -0.086354999999999987 -0.085744999999999988 -0.086244999999999988 -0.083894999999999983 -0.014904999999999998 -0.073574999999999988 -0.075974999999999987 0.087665000000000007 -0.089594999999999994 -0.10115999999999999 -0.14147499999999996 -0.075329999999999994 -0.0094449999999999968 -0.073309999999999986 0.00087500000000000013 0.097685000000000008 0.09857500000000001 0.10171500000000001 -0.03241999999999999 0.056435000000000006 -0.082234999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 -4 -2 9 13 -11 -12 -13 -9 -14 -16 17 -15 -17 -20 21 -21 -23 29 25 26 27 -25 -28 -10
right_child=3 2 4 -5 -6 -7 -8 8 23 10 11 12 14 16 15 18 -18 -19 19 20 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.000980572506192733 0.00094858314492739747 -0.0019375778362154964 0.0004752143832211871 0.0010206650861073285 -0.001084982127039915 0.00076078107522334912 -0.0011233507160795853 -0.0016679123335052283 7.3261797347633437e-05 0.0033709906729026923 -0.0023844282031059267 0.0023507252535782757 -0.0012496354503800039 -0.00043147349885354444 0.0018451742507750168 -0.0011262419836028763 -0.00092797074682875397 0.0016515155981198467 0.00166981294634752 0.0014640107817415681 -0.0011242635845620599 -0.00085437676891507138 0.00085760437595170172 0.00074394259752486556 0.001328037733801466 -0.0010909059129727003 0.00027772840720982378 -0.001927948707168031 0.0021782232537156062 -0.0001527939201722069
leaf_weight=22 20 20 21 20 21 24 24 28 1047 21 25 25 23 24 28 23 31 29 20 28 27 21 21 34 40 26 22 23 21 1362
leaf_count=22 20 20 21 20 21 24 24 28 1047 21 25 25 23 24 28 23 31 29 20 28 27 21 21 34 40 26 22 23 21 1362
internal_value=0 -0.000293074 -0.000547803 1.29427e-05 -0.000238964 1.85193e-05 -0.000377354 6.15441e-06 -2.37104e-07 0.000195559 0.000423928 0.00016713 0.000462449 -0.000338661 0.000215293 0.000415848 0.000104423 0.000708275 0.000129983 0.000376934 0.00011036 0.000586573 1.6138e-06 -2.86751e-05 0.000346758 3.52412e-05 0.000328039 -0.000334189 0.00120588 -5.45455e-05
internal_weight=0 132 110 2989 90 69 45 2969 2949 374 262 241 216 112 191 168 84 53 140 117 97 70 42 2575 166 126 100 57 43 2409
internal_count=3121 132 110 2989 90 69 45 2969 2949 374 262 241 216 112 191 168 84 53 140 117 97 70 42 2575 166 126 100 57 43 2409
is_linear=0
shrinkage=0.1


Tree=1345
num_leaves=31
num_cat=0
split_feature=456 457 1348 0 2 2 160 2 1375 1455 457 2 159 130 2 12 2 52 160 1208 1210 13 2 51 12 2 12 1374 133 151
split_gain=0.00132276 0.00183513 0.00166762 0.0021724 0.00141294 0.00875385 0.0278161 0.00712192 0.00479944 0.0048332 0.00434121 0.00796111 0.00432861 0.00404651 0.00853381 0.00797445 0.00381769 0.0105118 0.00921071 0.00550012 0.00995188 0.0051174 0.00424775 0.00409641 0.00912458 0.00550427 0.0073363 0.00491443 0.00473461 0.0129907
threshold=0.11493000000000002 0.41269500000000009 -1.0000000180025095e-35 -0.26609999999999995 0.090935000000000016 0.090310000000000015 -1.0000000180025095e-35 0.091265000000000013 -0.088929999999999981 -0.091604999999999978 0.091945000000000013 0.10731 0.14438000000000004 0.09290000000000001 0.08919500000000001 0.089795000000000014 0.088850000000000012 0.092965000000000006 0.079055000000000014 0.10233500000000001 -0.14310999999999999 -0.08231999999999999 0.088665000000000008 0.092545000000000016 0.084795000000000023 0.086285000000000014 0.09320500000000001 0.088035000000000016 0.087625000000000022 -0.085039999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 13 -7 -6 -9 -10 12 -12 -11 16 15 -15 19 18 21 20 -5 -18 23 27 -25 26 -26 28 -22 -30
right_child=-2 -3 3 4 7 6 -8 8 9 10 11 -13 -14 14 -16 -17 17 -19 -20 -21 22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.00083159190253354618 -0.00081064229161711412 0.00091530173826454724 0.0010440410277806223 -0.0021022777882931027 0.0016003907138171297 0.0014909769012592734 -0.0033566870626286962 -0.001495359439195454 -0.0013102143257856368 3.3957309042637469e-05 0.002533807696308941 -0.00025394439497696501 0.0015177750575821848 0.001270506720048497 0.0024099015519909919 -0.0013925551643214104 0.0016348122231041391 -0.0025800237873971291 -0.0019315182297889675 0.001428827458473209 -9.6655658351873806e-05 -0.00023037813968441792 0.0014060758397958818 -0.0019748808934844631 0.0020929929887643084 -0.0012952208624310083 -0.00047657357389107349 0.0014685403697354638 0.0025021647232978676 0.00014072931215715863
leaf_weight=24 20 22 20 23 30 20 29 20 25 1157 20 21 20 23 21 22 24 22 21 26 1079 38 21 34 20 21 25 23 26 224
leaf_count=24 20 22 20 23 30 20 29 20 25 1157 20 21 20 23 21 22 24 22 21 26 1079 38 21 34 20 21 25 23 26 224
internal_value=0 5.22826e-06 -1.27438e-06 5.24858e-06 -1.59684e-06 -6.03806e-05 -0.00137805 7.75998e-05 4.1429e-05 6.61561e-05 9.44068e-05 0.00110593 5.91709e-05 -2.22437e-05 0.000745354 -3.14346e-05 -5.33817e-05 -0.000636584 -0.000121455 -1.31477e-05 -3.82087e-05 0.000491631 -5.97953e-06 -2.64018e-05 -0.000644001 4.16043e-05 0.000665456 1.92786e-05 -5.80271e-06 0.000386319
internal_weight=0 3101 3079 3055 3035 1742 49 1293 1263 1243 1218 41 1177 1693 66 45 1627 105 83 1522 1496 62 1473 1452 100 66 45 1352 1329 250
internal_count=3121 3101 3079 3055 3035 1742 49 1293 1263 1243 1218 41 1177 1693 66 45 1627 105 83 1522 1496 62 1473 1452 100 66 45 1352 1329 250
is_linear=0
shrinkage=0.1


Tree=1346
num_leaves=31
num_cat=0
split_feature=1209 403 0 403 1210 1208 12 12 43 12 15 4 482 133 12 159 12 16 0 133 0 0 52 1452 1455 4 2 3 156 475
split_gain=0.00135812 0.00159384 0.0111519 0.00198116 0.00480661 0.00192487 0.00153581 0.00695374 0.00872927 0.00683468 0.012024 0.00773231 0.00683627 0.00471543 0.00980221 0.00750346 0.00566538 0.00510433 0.00578481 0.00484347 0.00472006 0.00512259 0.00438928 0.00681366 0.00569301 0.00484276 0.00420774 0.00369981 0.00345056 0.00482233
threshold=-0.14444499999999996 -0.55157999999999985 -0.086234999999999992 -0.52917499999999984 -0.059899999999999995 0.106285 0.09141500000000001 0.09202500000000001 -0.013819999999999997 0.090545000000000014 0.091475000000000015 -0.0039549999999999993 -0.37501999999999996 0.095000000000000015 0.087830000000000005 0.12895000000000004 0.085700000000000012 -0.25582999999999995 -0.079459999999999989 0.091250000000000012 0.11070500000000001 0.056435000000000006 0.5140450000000002 0.094585000000000016 -0.097209999999999977 0.0052350000000000009 0.10467500000000002 -0.082689999999999986 0.15965000000000004 0.036560000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 9 8 27 12 11 -11 -5 15 16 19 17 -15 -19 20 21 22 23 24 -14 -24 -22 -8 29 -9
right_child=1 3 -4 5 -6 -7 7 28 -10 10 -12 -13 13 14 -16 -17 -18 18 -20 -21 26 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00082140673184767372 0.001091880294843577 -0.0006042528328676286 -0.0021707886099730702 0.0018246005621040239 0.0012530894302089062 -0.00096231718475575613 -0.00048569444423684713 1.2385929493705778e-05 0.0027684405978236882 0.00067233460822275712 -0.0030872191255912184 -0.001792494720866671 -0.0013770079775713385 -0.00076826796765089972 0.0020684704129962485 -0.001761878940026061 -0.0010919209336861968 0.0024239234061678872 0.00016177212192605323 -0.00098328646682030343 -0.00027271949036635065 0.0012431329435485445 -0.0021502417002920993 0.0018448084115516396 1.3878885408220067e-05 5.0386309158056978e-05 -0.0020365181955553239 0.0012554603021429935 -0.0010859356425633585 0.0011949939056648874
leaf_weight=20 20 22 22 20 38 21 26 817 21 35 20 20 30 20 32 26 30 20 26 54 38 33 20 20 1543 20 21 23 27 36
leaf_count=20 20 22 22 20 38 21 26 817 21 35 20 20 30 20 32 26 30 20 26 54 38 33 20 20 1543 20 21 23 27 36
internal_value=0 -5.29769e-06 -0.000617137 3.10285e-06 0.000572064 -8.28017e-06 -1.55257e-06 0.000103372 0.00106264 -5.07037e-05 -0.000987501 -0.000223967 -1.47284e-05 -3.37592e-05 0.000552755 -7.53514e-05 4.75162e-05 0.000565442 0.00114532 -5.07028e-05 -2.15089e-05 9.62025e-06 -1.53068e-05 1.06723e-05 -1.26479e-05 -0.00104993 -0.000900512 0.000331582 2.70668e-05 6.22967e-05
internal_weight=0 3101 42 3059 60 2999 2978 950 70 2028 75 55 1953 1933 128 1805 96 66 46 1779 1725 1666 1633 1593 1573 40 59 49 880 853
internal_count=3121 3101 42 3059 60 2999 2978 950 70 2028 75 55 1953 1933 128 1805 96 66 46 1779 1725 1666 1633 1593 1573 40 59 49 880 853
is_linear=0
shrinkage=0.1


Tree=1347
num_leaves=31
num_cat=0
split_feature=160 484 1212 483 483 483 133 133 42 42 0 13 42 159 42 1447 1456 1447 160 0 16 157 0 1447 483 159 4 3 483 475
split_gain=0.00137718 0.00495412 0.00510489 0.00728814 0.00632408 0.00756123 0.0048094 0.00516306 0.00446819 0.011058 0.00701436 0.0069726 0.00451158 0.0059395 0.00575793 0.00435236 0.0119424 0.0115647 0.00495409 0.00422177 0.00281279 0.00443481 0.00298024 0.0026321 0.00419785 0.00264542 0.00701698 0.0072901 0.00344304 0.00248367
threshold=-0.089549999999999991 -0.085329999999999975 0.087615000000000012 0.11494000000000001 0.10143000000000001 0.09567500000000001 0.099660000000000012 0.089980000000000018 0.090090000000000017 0.088060000000000013 -0.080309999999999979 -0.088854999999999976 0.086950000000000013 0.080005000000000007 0.08511500000000001 -0.085684999999999997 0.086985000000000021 -0.084149999999999989 -0.087874999999999995 -0.087414999999999979 -0.040964999999999994 -0.018414999999999997 -0.089964999999999976 -0.082659999999999997 -0.47356499999999996 -0.087844999999999993 -0.068329999999999988 -0.073309999999999986 -0.36538499999999996 -0.085719999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 11 -10 -3 13 14 20 16 19 -17 -19 -2 22 -22 -13 -20 -25 26 -26 -28 -27 -30
right_child=15 2 -4 -5 -6 -7 -8 -9 10 -11 -12 12 -14 -15 -16 17 -18 18 23 -21 21 -23 -24 24 25 28 27 -29 29 -31
leaf_value=0.0016555405255141006 0.00076786292573580378 -0.0015108703295700252 -0.0013351254454998223 0.0018957875962571605 -0.0014129217696824559 0.0020634754281491042 -0.0010146828490227612 0.0013948980973964354 0.0016485328577124537 -0.0023856913205236199 -0.0004719357489823149 0.00023993000932558277 0.0015463864527797948 0.0011984985609734921 -0.0016210192343957413 -0.00244521775359317 0.0028136474143684608 -0.0015251886771610853 0.0010968430217222446 -0.0011143539122051814 -0.0004139675553888083 0.0013636150282763993 -0.0011532369381581833 -0.0013721413834465912 0.00082563230669340827 0.0012798143157158933 -4.7208081495257157e-05 -0.0022159149801154856 0.00041514106858151292 -3.1299756670006227e-05
leaf_weight=21 26 25 24 23 27 20 37 32 39 20 26 34 24 38 24 20 20 22 21 22 25 32 28 23 26 21 31 31 132 2227
leaf_count=21 26 25 24 23 27 20 37 32 39 20 26 34 24 38 24 20 20 22 21 22 25 32 28 23 26 21 31 31 132 2227
internal_value=0 0.00015227 8.62266e-05 0.000161364 6.88079e-05 0.000167834 6.91031e-05 0.000184665 6.1721e-05 -0.000130321 0.000800345 6.57977e-05 0.000258074 8.72484e-05 -0.000208049 -2.89789e-05 0.000760612 -5.00017e-05 -3.1097e-05 -9.48198e-05 7.692e-05 0.000583974 -0.000389242 -1.80118e-05 -2.74105e-05 -1.48785e-05 -0.0005533 -0.00113156 5.02948e-06 -6.31875e-06
internal_weight=0 499 478 454 431 404 384 347 315 250 65 230 205 181 143 2622 68 2554 2534 48 119 57 62 2512 2491 2468 88 62 2380 2359
internal_count=3121 499 478 454 431 404 384 347 315 250 65 230 205 181 143 2622 68 2554 2534 48 119 57 62 2512 2491 2468 88 62 2380 2359
is_linear=0
shrinkage=0.1


Tree=1348
num_leaves=31
num_cat=0
split_feature=1420 471 1429 52 156 52 475 472 12 12 130 3 12 12 12 12 0 16 2 12 12 157 131 483 1 16 3 2 0 158
split_gain=0.00128003 0.00153847 0.0018009 0.00433075 0.00583759 0.00484922 0.0036556 0.0020746 0.00182844 0.00415388 0.0112201 0.00956255 0.00754683 0.0170787 0.00757688 0.00958409 0.00485208 0.00715955 0.0049984 0.00453962 0.00387474 0.00370961 0.00362749 0.00606256 0.00344381 0.00418438 0.00438311 0.00381389 0.00467503 0.00312467
threshold=1.0000000180025095e-35 0.10338500000000002 -0.23752499999999996 -0.55692499999999978 0.12592000000000003 -0.55061999999999989 -0.085734999999999992 -0.086459999999999981 0.10866500000000003 0.099815000000000015 0.10367000000000003 -0.065819999999999976 0.097575000000000009 0.098150000000000015 0.096990000000000007 0.096525000000000014 -0.052984999999999997 -0.056919999999999991 0.093680000000000013 0.098810000000000023 0.11149500000000002 -0.06266999999999999 0.11925000000000001 0.12440000000000002 0.12500000000000003 -0.095964999999999981 -0.055119999999999995 0.090675000000000019 -0.069824999999999984 -0.47356499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 -4 -7 9 12 11 16 14 -14 15 22 17 18 -11 -15 -10 -22 23 29 25 -23 27 -27 -29 -9
right_child=-2 -3 3 5 -6 7 -8 8 20 10 -12 -13 13 19 -16 -17 -18 -19 -20 -21 21 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00092297457685206266 0.00066127890785192629 -0.00082101671008706981 -0.00085499332330766186 -0.0014287454939524956 0.0020795872055358539 0.00101349598786328 0.00082308144294930725 0.0011561997298320586 0.0013848548241959956 -0.00017964692953496408 -0.0026656080580626925 -0.0020548716459112865 0.0034959936304949225 -0.00095463478764941107 -0.001662767295575967 0.0018310868863149416 0.0015475881390739233 -0.001003249552109683 0.0015715774930348354 0.00099036232956374679 0.0014089829268050381 -0.0011643635695076523 0.00088025821145450666 -0.0015955296978354455 0.00080347890499979271 0.00084608085678403513 0.00114648063983103 -0.0018628397554328496 -7.0570512176599618e-05 -4.1280885022683995e-05
leaf_weight=21 29 23 21 24 23 20 34 22 27 39 21 24 20 24 28 28 20 53 28 24 20 37 43 25 40 22 28 22 43 2288
leaf_count=21 29 23 21 24 23 20 34 22 27 39 21 24 20 24 28 28 20 53 28 24 20 37 43 25 40 22 28 22 43 2288
internal_value=0 -6.20216e-06 -9.5696e-08 6.26272e-06 0.0007418 -1.30544e-05 0.000182362 -1.5213e-06 -8.45922e-06 -3.20351e-05 -0.000489282 -0.000210606 1.77413e-06 0.00104084 -2.72549e-05 -8.22152e-06 0.000105553 -0.000134786 0.000552208 1.78638e-05 0.000256597 0.000112904 -2.98786e-05 -4.66392e-05 -2.21045e-05 -0.000239363 5.82455e-05 -0.000291991 -0.000677185 -2.98763e-05
internal_weight=0 3092 3069 3048 78 2970 55 2946 2926 2687 185 164 2502 68 2434 2406 140 120 67 48 239 212 2378 2335 192 152 115 87 65 2310
internal_count=3121 3092 3069 3048 78 2970 55 2946 2926 2687 185 164 2502 68 2434 2406 140 120 67 48 239 212 2378 2335 192 152 115 87 65 2310
is_linear=0
shrinkage=0.1


Tree=1349
num_leaves=31
num_cat=0
split_feature=50 133 43 2 1451 1 42 0 2 2 11 11 11 475 471 0 16 4 475 1 0 3 1 4 4 133 12 12 0 0
split_gain=0.00119535 0.00513153 0.00571345 0.00397675 0.00181906 0.00175514 0.00202813 0.00172864 0.00461601 0.00428428 0.00284786 0.00362045 0.00538644 0.00719242 0.00531547 0.00182225 0.00419554 0.00166819 0.00432285 0.0019985 0.00779618 0.00871156 0.00660559 0.00490256 0.0196177 0.0194956 0.0183937 0.00681004 0.0128824 0.00436002
threshold=-0.16990499999999997 0.089405000000000012 -0.077824999999999991 0.10527500000000002 0.089825000000000002 0.16540500000000002 0.18223500000000001 0.13134000000000004 0.10584500000000001 0.093680000000000013 0.10458500000000001 0.095720000000000013 0.090070000000000025 0.12927000000000002 0.10189500000000001 0.10455500000000001 0.11346000000000002 -0.39518999999999993 -0.011519999999999997 0.085110000000000005 -0.23001499999999997 0.076840000000000006 0.086255000000000012 -0.077679999999999985 -0.081224999999999978 -1.0000000180025095e-35 0.091840000000000019 0.088365000000000013 -0.078704999999999983 -0.014954999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 10 9 -9 11 12 13 14 15 17 -17 18 -2 20 -19 29 -21 24 26 -26 27 28 -24 -22
right_child=4 -3 3 -5 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 16 -18 19 -20 22 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011245031108211895 -0.00025313138409496045 -0.0013693973756303561 -0.0016624607420089887 0.00017047998945003955 0.00086155789834447204 0.00091596502544624464 -0.00086421436604319345 6.149299240306668e-05 -0.00057272731533481011 0.0019351332570994809 0.0010357468532255062 -0.0010413237402270386 0.0013768643520182065 -0.0019066230906173588 0.0015447867658539591 0.00030970421752759387 -0.0017140659017604776 0.0020140264330257194 0.0012007376585060207 -0.0014972297457622036 3.9009659050832542e-05 -0.0017535232203684888 0.0020158004450976201 2.503192426231998e-05 -0.00017916791385847749 -0.0035413315905524151 0.0025283784157148115 -0.0018461812408932018 -0.00087245084355248414 0.0015254111529793592
leaf_weight=33 43 33 20 29 25 21 27 23 27 26 26 34 28 20 22 21 20 20 39 34 1484 27 23 828 34 35 27 25 47 20
leaf_count=33 43 33 20 29 25 21 27 23 27 26 26 34 28 20 22 21 20 20 39 34 1484 27 23 828 34 35 27 25 47 20
internal_value=0 -0.000316407 0.000107357 -0.000577659 1.21047e-05 4.98083e-06 -1.48223e-06 6.45973e-06 0.00047716 0.00105567 -6.06153e-06 -1.56295e-05 -3.16131e-06 -1.71161e-05 -3.3692e-06 -1.58589e-05 -0.000677501 -5.75938e-06 0.000438343 -1.97442e-05 5.24397e-05 2.68148e-05 -0.000126066 -8.0316e-05 -0.000537007 -0.00188461 0.000225163 -0.000429435 7.6546e-05 5.87756e-05
internal_weight=0 115 82 49 3006 2981 2960 2933 76 49 2857 2831 2797 2769 2749 2727 41 2686 82 2604 1551 1531 1053 1019 191 69 122 95 70 1504
internal_count=3121 115 82 49 3006 2981 2960 2933 76 49 2857 2831 2797 2769 2749 2727 41 2686 82 2604 1551 1531 1053 1019 191 69 122 95 70 1504
is_linear=0
shrinkage=0.1


Tree=1350
num_leaves=31
num_cat=0
split_feature=1210 52 52 4 1186 393 16 43 16 43 3 13 4 4 0 402 402 42 12 12 12 4 13 16 1212 16 3 52 2 0
split_gain=0.00132436 0.00136159 0.00932497 0.0166208 0.00714265 0.00464795 0.00487477 0.00487882 0.00804029 0.00751746 0.00731247 0.00808097 0.00592353 0.00907343 0.00723594 0.00557908 0.0123213 0.00949722 0.00666107 0.0120847 0.00740064 0.0113579 0.00963027 0.010712 0.00581843 0.00561991 0.00688283 0.00687798 0.00707801 0.00728834
threshold=-0.42132499999999995 0.085815000000000016 0.084505000000000011 -0.085034999999999986 0.068350000000000008 0.10389500000000002 0.15891500000000003 -0.097804999999999989 -0.076669999999999988 -0.23229999999999998 -0.089819999999999983 -0.011914999999999999 -0.084369999999999987 -0.082349999999999993 -0.085034999999999986 -0.43418999999999991 -0.064959999999999976 0.087075000000000014 0.110195 0.098330000000000015 0.094070000000000015 -0.064804999999999988 -0.078944999999999987 -0.06421499999999998 -0.121045 -0.095094999999999985 -0.081054999999999974 0.10611000000000001 0.088300000000000003 -0.082844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 -3 11 -9 14 -14 -12 -15 17 -17 19 20 22 -22 24 -24 -18 26 -26 -27 29 -29
right_child=1 4 3 -5 -6 -7 -8 10 -10 -11 12 -13 13 15 -16 16 18 -19 -20 -21 21 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=0.00072491295170038937 -1.1201974966562623e-05 0.00011547073302790523 -0.00014119174781323333 -0.0034604640106077897 0.0016406965060641284 -0.0014241282401296 -0.0010260722685703323 0.00028841265822039636 -0.00048426967878185679 0.0023482405134832096 0.002584120050250065 -0.0017025840572735416 -0.0017355861901133147 -0.0011849799240007998 0.00035135264983995169 0.00036560998710228888 -0.0013214016329915136 0.0028641662002412667 0.0014583208145678885 -0.0019954671361483638 0.0025209793539974711 -0.0003875726411533833 -0.00014559376790809135 -0.0023672841927584484 -0.0016419517371105031 0.0020744329976327153 0.00027575247619739351 -0.0012327887158950462 0.0014672803256552151 0.0011031289653725585
leaf_weight=25 2108 25 48 22 29 21 38 36 32 38 21 47 27 30 47 32 22 29 31 30 29 25 60 34 24 33 85 34 37 22
leaf_count=25 2108 25 48 22 29 21 38 36 32 38 21 47 27 30 47 32 22 29 31 30 29 25 60 34 24 33 85 34 37 22
internal_value=0 -5.85363e-06 -4.89078e-05 -0.00118439 9.62945e-05 4.59147e-05 8.14802e-05 0.000132187 0.000806561 0.00146222 4.50235e-05 -0.000839019 0.000157563 5.47103e-05 0.00104088 0.000141493 0.000217004 0.00155345 4.20616e-05 -5.88672e-05 8.45846e-05 0.00117443 -8.30835e-05 -0.000949184 0.0002337 0.000379284 -0.000146494 0.000834124 0.000394015 -0.000315107
internal_weight=0 3096 2178 70 918 889 868 830 95 63 735 83 652 584 68 557 527 61 466 435 405 54 351 94 257 235 109 126 93 56
internal_count=3121 3096 2178 70 918 889 868 830 95 63 735 83 652 584 68 557 527 61 466 435 405 54 351 94 257 235 109 126 93 56
is_linear=0
shrinkage=0.1


Tree=1351
num_leaves=31
num_cat=0
split_feature=12 130 43 2 2 12 1 1210 3 3 14 16 151 51 403 2 13 2 160 13 13 12 49 403 16 150 3 13 4 13
split_gain=0.00121373 0.00261193 0.00161898 0.00462342 0.00495912 0.00387093 0.00367773 0.0031249 0.00250178 0.00192597 0.00480093 0.00592338 0.00622305 0.00637096 0.00602398 0.00921213 0.0102748 0.00680244 0.00946617 0.00557619 0.00568109 0.00828054 0.00472022 0.00310743 0.00236936 0.00526532 0.00258545 0.0079509 0.00601415 0.0214718
threshold=0.23631000000000002 -0.22562499999999999 -0.15879999999999997 0.10060500000000001 0.089525000000000007 0.085785000000000014 0.077565000000000009 -0.42132499999999995 -0.10831999999999999 -0.094299999999999981 0.08104500000000002 -0.53943499999999989 -0.091649999999999995 -0.013119999999999998 -0.0064299999999999991 0.10467500000000002 0.10002500000000002 0.089125000000000024 -1.0000000180025095e-35 0.10002500000000002 0.086705000000000018 0.090695000000000012 0.005085000000000001 -0.092059999999999989 -0.5335399999999999 0.11740500000000002 0.076840000000000006 -0.117405 -0.085719999999999977 -0.055129999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -4 -5 10 11 -9 -13 19 23 17 -17 -16 -19 20 21 22 -14 -15 25 -11 27 -26 29 -29
right_child=-2 2 7 8 -6 6 -8 9 -10 24 -12 12 13 14 15 16 -18 18 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0010233818620909005 -0.00072375456498854841 0.00074891762790055228 0.0012618134752847255 -0.0018657204128844154 0.0010650186072286619 -7.988251752027756e-05 -0.0014633461903554926 0.0016816289642833751 -0.00051912038234641427 -0.0011534156474517659 -0.00096724867480588736 -0.0014746070905987706 -0.00062868381362585798 0.00039617156435269865 0.00065865767081085521 -0.0011302841832124008 0.0016127975943328984 0.0006267261137032793 0.003359101633395767 -0.0015089573527802714 0.0012342298845760525 -0.0019521959945964424 0.0015179029968567194 -0.0013260902301408352 -0.0016971518875677782 0.00073347590819355989 0.00023696752402494736 -0.0036004811866275433 2.1395302772181893e-05 -0.00016143087005770921
leaf_weight=25 23 26 20 22 35 46 33 29 37 50 32 21 21 22 51 36 22 21 32 28 30 23 20 20 29 21 362 21 1829 134
leaf_count=25 23 26 20 22 35 46 33 29 37 50 32 21 21 22 51 36 22 21 32 28 30 23 20 20 29 21 362 21 1829 134
internal_value=0 5.37326e-06 -2.90862e-06 -0.000278748 3.41606e-05 -0.000309459 -0.000657785 1.61909e-05 -0.00102124 7.46193e-06 0.000208601 0.000308673 0.00019393 0.000301413 0.000643281 0.000919971 -8.98049e-05 0.00148312 0.00227646 -0.000270235 9.87456e-05 -0.000433513 0.000418432 -0.000423953 -2.60886e-05 -0.000595321 -9.07158e-06 -5.33171e-05 -2.92892e-05 -0.000627367
internal_weight=0 3098 3073 199 140 105 79 2874 59 2854 408 376 347 326 204 162 58 104 53 122 94 64 41 42 2446 71 2375 2013 1984 155
internal_count=3121 3098 3073 199 140 105 79 2874 59 2854 408 376 347 326 204 162 58 104 53 122 94 64 41 42 2446 71 2375 2013 1984 155
is_linear=0
shrinkage=0.1


Tree=1352
num_leaves=31
num_cat=0
split_feature=1208 16 16 1208 403 403 401 401 0 131 130 1204 133 130 13 12 15 148 48 1 148 448 0 52 2 12 1428 1429 12 3
split_gain=0.00123633 0.0069797 0.00572958 0.00319101 0.00153583 0.00447178 0.00128831 0.00212435 0.0100945 0.00211427 0.00202486 0.00287722 0.00272892 0.00264781 0.0067895 0.00843302 0.00432587 0.00193386 0.00433273 0.00589477 0.00322272 0.00312581 0.00239426 0.00225689 0.00690362 0.0158954 0.010076 0.0042735 0.0044885 0.00640121
threshold=0.098655000000000007 -0.072359999999999994 -0.079734999999999986 0.080860000000000015 -0.55157999999999985 -0.52917499999999984 -0.47144999999999992 -1.0000000180025095e-35 -0.069954999999999976 -0.13752999999999996 0.12884500000000002 0.057120000000000011 -0.54084999999999994 0.095135000000000011 0.00084500000000000016 0.090695000000000012 -0.072289999999999979 -0.079549999999999996 -0.072824999999999987 0.093205000000000024 -0.068554999999999991 -1.0000000180025095e-35 -0.24955499999999997 -0.23798499999999997 0.11263500000000001 0.09334000000000002 -0.020064999999999996 -0.081904999999999992 0.093105000000000007 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 -7 8 -8 -9 11 12 -11 17 -15 -16 -17 18 19 -14 -19 -22 -23 24 26 -26 -24 -28 29 -29
right_child=1 -3 -4 -5 5 6 7 9 -10 10 -12 -13 13 14 15 16 -18 20 -20 -21 21 22 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.00065836448848131121 -0.00011104135571614557 0.00094125396426534289 -0.0024253252783455539 0.0011578599257821528 0.0013136720575857908 0.00069731880380109388 -0.0016123280833739585 0.00079828474395485086 0.0010926053565278628 0.00095892687296045243 -0.00074171891476883483 0.0011420227560765025 -0.00012771637587764755 -0.0016971127318825122 0.001627471192193258 0.00046290429511471943 -0.0012746796103831578 0.0011085423675400239 0.00049648298083671504 -0.0019921606747500069 -0.00094215327134246341 0.00094270511274641795 -0.0020587263232473992 -2.3855513781004491e-05 0.0030223283852036631 -0.00029651691054882138 -0.0010972847484729507 -0.00071066394328169293 0.0010009823380554836 0.00066086585394333354
leaf_weight=35 23 24 20 24 26 26 37 33 22 29 37 22 43 33 23 23 38 27 35 28 34 28 21 2140 27 31 22 63 73 74
leaf_count=35 23 24 20 24 26 26 37 33 22 29 37 22 43 33 23 23 38 27 35 28 34 28 21 2140 27 31 22 63 73 74
internal_value=0 -0.000424931 -0.00118745 9.32231e-06 2.24987e-07 7.92136e-06 -3.51331e-06 -9.70482e-06 -0.000603709 2.44713e-06 -6.7646e-06 2.89898e-06 -6.07692e-06 -1.62054e-05 -0.000481743 -4.27606e-06 -0.000619525 4.37954e-06 -0.000414108 -0.00086299 2.1844e-05 1.01683e-05 2.32296e-05 1.27256e-05 0.000264441 0.00124846 3.88555e-05 0.000228723 0.000367638 3.01624e-05
internal_weight=0 67 43 3054 3030 2995 2969 2943 59 2884 2851 2814 2792 2763 117 84 61 2646 106 71 2540 2513 2479 2451 311 58 253 232 210 137
internal_count=3121 67 43 3054 3030 2995 2969 2943 59 2884 2851 2814 2792 2763 117 84 61 2646 106 71 2540 2513 2479 2451 311 58 253 232 210 137
is_linear=0
shrinkage=0.1


Tree=1353
num_leaves=31
num_cat=0
split_feature=160 484 158 484 482 158 1447 12 1447 160 1456 49 52 15 133 42 1 42 4 159 12 3 12 133 483 52 1 51 51 1
split_gain=0.00120765 0.00392227 0.00425052 0.019049 0.00502709 0.00520115 0.00367503 0.0108154 0.00934826 0.00399613 0.00303347 0.00847708 0.00356144 0.00349316 0.00400679 0.00367082 0.0107768 0.00488162 0.00524737 0.0150918 0.006444 0.00593185 0.00675389 0.00648043 0.00646236 0.00240032 0.00689679 0.00223955 0.00632483 0.00469865
threshold=-0.089549999999999991 -0.085329999999999975 0.10722000000000002 0.094965000000000008 0.098105000000000012 0.10380000000000002 -0.085684999999999997 0.083985000000000018 -0.084149999999999989 -0.087874999999999995 -0.087454999999999991 0.091325000000000003 -0.029369999999999997 0.12044500000000001 -0.16271999999999995 0.091625000000000012 0.085475000000000009 0.090240000000000015 -0.050494999999999991 -0.032739999999999991 0.089570000000000025 -0.082879999999999995 0.087995000000000004 0.08622500000000001 0.085835000000000009 0.51307000000000014 0.096575000000000008 0.094075000000000006 0.090560000000000015 0.10337500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 10 7 -2 -8 -10 11 -3 -12 14 -14 17 -17 18 19 -16 21 23 24 -20 -23 27 -27 28 -11 -29
right_child=6 2 3 -5 -6 -7 8 -9 9 25 12 -13 13 -15 15 16 -18 -19 20 -21 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0014801786436388891 0.0021609310357799303 0.0021404999979914956 -0.0030851971788797526 0.0012793180835433304 0.0016471238235350361 -0.0014003394383259795 -0.0021999469185539056 -0.00038909272048980574 -0.0013713416302132166 -1.32366920961317e-05 0.0012527546927837345 -0.0005608175304673967 0.0010878065784009569 0.0012065500060667877 0.00051359320016301899 -0.0024915847357381911 0.00057254109679805967 0.0013690394793891094 0.0017037685259710996 -0.0029722600689400802 0.0012401750556671539 0.00073779769360232325 -0.0024108796531800182 -0.00059674329434831943 -0.0015350492179674225 -0.0020422966881250477 0.00055242525180801752 0.00084132274796897748 -0.0014078335991750161 -0.0001271152603757483
leaf_weight=21 29 26 20 20 22 22 20 39 22 2236 24 21 26 22 27 24 22 22 25 23 37 29 20 24 22 21 20 92 33 110
leaf_count=21 29 26 20 20 22 22 20 39 22 2236 24 21 26 22 27 24 22 22 25 23 37 29 20 24 22 21 20 92 33 110
internal_value=0 0.00014259 8.38259e-05 -0.00090294 0.000173941 9.60328e-05 -2.71367e-05 0.000698417 -4.64545e-05 -2.94578e-05 0.000179587 0.000933528 7.74676e-05 -9.86021e-06 -9.87673e-05 -0.000210952 -0.00102613 -4.72043e-05 -0.000197723 -0.0010899 8.64096e-05 -0.000269335 -0.000853416 0.000576987 -0.000242646 -1.77056e-05 -0.000776579 -5.11402e-06 -3.35195e-05 0.000313956
internal_weight=0 499 478 40 438 416 2622 68 2554 2534 394 47 347 323 301 275 46 229 207 50 157 120 71 49 51 2512 41 2471 2269 202
internal_count=3121 499 478 40 438 416 2622 68 2554 2534 394 47 347 323 301 275 46 229 207 50 157 120 71 49 51 2512 41 2471 2269 202
is_linear=0
shrinkage=0.1


Tree=1354
num_leaves=31
num_cat=0
split_feature=480 480 403 403 1208 1208 403 13 42 3 43 483 16 403 15 12 15 0 13 2 39 154 474 471 104 2 1 16 2 484
split_gain=0.00124888 0.00625783 0.00460254 0.00402091 0.00418353 0.012015 0.00555295 0.00218882 0.00243231 0.00668666 0.00846688 0.00425817 0.00212911 0.00190434 0.00180472 0.0029255 0.0020099 0.00824616 0.00382809 0.00478878 0.00332962 0.00297013 0.00304475 0.00491872 0.00240201 0.00297651 0.00443948 0.00842643 0.00230964 0.00969581
threshold=0.086995000000000017 0.087715000000000015 -0.55327499999999985 -0.54856499999999986 0.099975000000000008 0.11332500000000002 -0.53101999999999994 0.0045550000000000009 0.088295000000000012 -0.078244999999999995 -0.076834999999999987 0.088865000000000013 -0.032969999999999992 -0.51385999999999987 -0.5556049999999999 -0.040564999999999997 -0.41942499999999994 -0.09595999999999999 -0.085584999999999981 -0.023999999999999997 0.086670000000000011 1.0000000180025095e-35 -0.26322499999999993 -0.086614999999999984 0.083745000000000014 0.31358000000000003 0.13968000000000003 -0.073404999999999984 0.113445 0.052175000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 -5 8 11 -10 -11 -3 -12 -8 15 -15 17 -16 -19 -20 -21 22 -18 -24 25 26 28 -28 -25 -30
right_child=1 7 3 4 5 -7 13 -9 9 10 12 -13 -14 14 16 -17 21 18 19 20 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=0.0013957547574439864 -0.0019194905692711474 0.0013127964548937813 -0.0013415660317563876 -0.0015481670630042967 0.0026066763243010349 -0.00047795994739447322 0.00096071053606768464 -0.0010429472953546793 -0.0015585672099924913 0.0020033985702320937 -0.0011125304726495719 -0.00026986100642448842 0.00024941987278659578 -0.00017521515255793931 -0.0016532206321072237 0.0014555973625233905 -0.00098063632350174667 0.00099677088301177732 -0.0015817803082643963 0.001084852468667795 -0.00065675529906348814 0.0011985337594524028 0.001505206465001472 1.9601952604511688e-05 0.0010684947516503079 -0.0012205323483794929 0.002079300505133217 -0.0002921689470719186 -0.00012434773925236765 -0.0024048044043593112
leaf_weight=24 20 34 22 23 23 28 21 20 28 20 24 34 22 22 37 22 31 32 21 23 21 21 22 2130 21 20 29 31 275 20
leaf_count=24 20 34 22 23 23 28 21 20 28 20 24 34 22 22 37 22 31 32 21 23 21 21 22 2130 21 20 29 31 275 20
internal_value=0 -0.000240467 1.66408e-05 5.20769e-06 1.55206e-05 0.000913151 -7.01616e-07 -5.5959e-05 6.58914e-05 -0.000263675 0.000285674 0.000521468 -0.000461163 1.20142e-05 4.84268e-06 0.000640191 -5.38239e-06 -0.000383061 0.000101433 -0.000339348 0.000253631 1.40826e-05 4.43795e-06 1.64228e-05 3.45632e-06 -5.47215e-06 4.30701e-06 0.000854041 -1.67173e-05 -0.000278955
internal_weight=0 202 2919 2895 2873 51 2822 182 162 94 66 68 46 2799 2778 44 2734 134 97 65 44 2600 2579 2548 2526 2505 2485 60 2425 295
internal_count=3121 202 2919 2895 2873 51 2822 182 162 94 66 68 46 2799 2778 44 2734 134 97 65 44 2600 2579 2548 2526 2505 2485 60 2425 295
is_linear=0
shrinkage=0.1


Tree=1355
num_leaves=31
num_cat=0
split_feature=1208 0 1208 1211 3 1211 400 1213 12 403 400 400 1209 16 1209 51 51 402 0 0 52 4 4 4 1 0 4 4 51 43
split_gain=0.00125262 0.00597939 0.00277828 0.00135381 0.00497235 0.00403055 0.00147343 0.0104119 0.00459296 0.00436632 0.00204654 0.00246335 0.00184709 0.00757885 0.00196882 0.00161699 0.00993819 0.00412096 0.00394779 0.00524073 0.00428813 0.00502889 0.0070241 0.00757216 0.00497625 0.00843958 0.00687878 0.00812963 0.0107388 0.00417319
threshold=0.098655000000000007 -0.071719999999999992 0.080860000000000015 0.11789500000000001 -0.07793499999999999 0.11088500000000003 -0.082934999999999995 0.087530000000000011 0.089300000000000004 -0.088999999999999982 -0.082094999999999987 -0.076444999999999985 -0.077594999999999983 -0.082779999999999979 -0.038154999999999994 0.082455000000000014 0.045645000000000005 0.091530000000000014 0.062580000000000011 -0.019414999999999998 0.5140450000000002 0.010840000000000001 0.0045450000000000013 0.00063500000000000004 0.086105000000000015 -0.14051499999999997 -0.0073899999999999999 -0.078629999999999992 0.11704500000000002 -0.011919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 8 9 -1 -8 -12 13 -13 -14 16 -16 18 19 20 21 22 23 24 26 -26 27 29 -29 -17
right_child=1 -3 -4 4 -6 -7 10 -9 -10 -11 11 12 14 -15 15 17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00042534636595519264 -0.0014768556937633549 0.00042292892923452764 0.0010810727161394121 0.0017284991784254089 -0.00035183461473530366 -0.0012471329067081502 -0.00099433022856135807 0.0022573519657548193 0.0008697051786810099 -0.0013065269607043751 0.001075550066750674 -0.00036637326258455574 -0.00096627539976245974 0.0018377682651589567 -2.8630493377120153e-05 0.00038431393681094051 -0.0020743588102050126 0.0014629064378348868 0.0011920846393331885 -0.0011655068949663215 -0.00130305269616656 -0.00071770829521119594 0.0019365445245057345 -0.0016078558051958681 0.0025282555560503777 0.00039618845057259205 -0.0012910547740334138 0.0027157140634953975 -0.00021533969789743423 -0.0016340586090726511
leaf_weight=24 30 37 24 20 27 26 21 23 31 37 21 39 22 26 2254 20 24 23 30 35 20 50 26 21 24 82 33 25 25 21
leaf_count=24 30 37 24 20 27 26 21 23 31 37 21 39 22 26 2254 20 24 23 30 35 20 50 26 21 24 82 33 25 25 21
internal_value=0 -0.000427721 9.38353e-06 8.94899e-07 0.000533414 -7.49544e-06 3.40431e-06 0.00035432 -0.000121438 -0.000625134 -1.07953e-05 -3.47369e-06 -1.15664e-05 0.000515283 -2.40875e-05 -1.64472e-05 -5.01834e-05 0.000160222 8.74993e-05 7.51732e-07 0.000118386 0.000205324 0.000371936 0.000209865 0.000375831 0.000878921 -5.4229e-05 0.00039429 0.00125019 -0.000649487
internal_weight=0 67 3054 3030 47 2983 2957 115 92 61 2842 2821 2800 65 2735 2713 2278 435 412 382 347 327 277 251 230 106 124 91 50 41
internal_count=3121 67 3054 3030 47 2983 2957 115 92 61 2842 2821 2800 65 2735 2713 2278 435 412 382 347 327 277 251 230 106 124 91 50 41
is_linear=0
shrinkage=0.1


Tree=1356
num_leaves=31
num_cat=0
split_feature=401 403 15 402 1204 130 399 1203 0 1203 1212 1211 1212 403 2 403 1208 1210 42 1210 42 42 4 1443 456 1427 1453 2 159 12
split_gain=0.001275 0.00898803 0.00454891 0.00306558 0.00131142 0.00369452 0.00178281 0.00282153 0.0118968 0.00466677 0.00219806 0.00377518 0.00214613 0.00228689 0.00793446 0.00549151 0.00493198 0.00744618 0.00192209 0.0121517 0.00554464 0.00663768 0.0064815 0.00445678 0.00350101 0.00501973 0.00395411 0.00583157 0.00561994 0.00671171
threshold=-0.078179999999999986 -0.072624999999999981 0.096455000000000013 -0.43418999999999991 0.057120000000000011 0.12346000000000001 -0.087854999999999989 0.089005000000000015 -0.082284999999999983 0.086700000000000013 0.12799000000000002 0.10326000000000002 0.10703000000000001 -0.5492149999999999 0.083935000000000023 -0.5425549999999999 0.10233500000000001 -0.14310999999999999 0.086950000000000013 -0.065674999999999983 0.086375000000000021 0.08623500000000002 -0.0065699999999999986 0.090090000000000017 -0.085409999999999986 0.088755000000000014 -1.0000000180025095e-35 0.083995000000000014 0.11576000000000002 0.091085000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5 9 -9 10 11 12 13 14 -8 -15 17 -17 20 -20 21 -19 -22 24 -21 26 27 -26 -28 -30
right_child=3 2 -4 4 -6 -7 7 8 -10 -11 -12 -13 -14 15 -16 16 -18 18 19 23 22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.0017121686326769582 -0.00098448108210504883 -0.0013923502119723707 0.00042064499275218099 0.00081710843817115993 -0.00072175392229110015 0.00097245452250204747 -0.00057404066715389501 -0.0025914126964856963 0.00045329328559367269 0.0015210717145237142 -0.00079941643368718887 0.0013027984525913118 -0.00097430089853056115 -0.0016674606595188379 0.0019715058998068954 -0.0017723465556628072 0.001249762520479459 -5.394153894193568e-05 0.0023855045792120309 0.0012931072729684058 -0.0021561843650825148 0.0017786835174774752 5.5927640642039481e-05 0.0014002145715494409 -0.00016761602816404777 -0.0013553679299851259 5.0802615559034313e-05 0.0020146870361107479 -0.0023531527364287867 -8.4190561756258839e-05
leaf_weight=32 32 25 31 26 25 39 25 21 33 20 35 22 23 20 24 24 31 1673 23 21 27 20 26 24 25 27 689 24 22 32
leaf_count=32 32 25 31 26 25 39 25 21 33 20 35 22 23 20 24 24 31 1673 23 21 27 20 26 24 25 27 689 24 22 32
internal_value=0 0.000375234 -0.000388728 -1.08871e-05 -5.05575e-07 5.5533e-06 -7.28604e-06 -1.46492e-05 -0.000730759 -1.11408e-06 -1.1845e-05 -2.00742e-06 -1.23332e-05 -4.3081e-06 0.000672758 -1.65593e-05 -4.2758e-06 -1.8907e-05 -2.9243e-06 0.000116949 -6.38221e-05 -3.22921e-05 -0.001071 5.65591e-05 1.8169e-05 -1.45217e-05 3.11889e-05 0.000901267 -2.61917e-05 -0.00100858
internal_weight=0 88 56 3033 3001 2976 2937 2911 54 2857 2837 2802 2780 2757 49 2708 2688 2657 2633 887 1746 1693 53 864 840 819 792 49 743 54
internal_count=3121 88 56 3033 3001 2976 2937 2911 54 2857 2837 2802 2780 2757 49 2708 2688 2657 2633 887 1746 1693 53 864 840 819 792 49 743 54
is_linear=0
shrinkage=0.1


Tree=1357
num_leaves=31
num_cat=0
split_feature=473 16 154 12 130 1446 133 403 16 1208 403 1209 1454 481 481 4 133 160 403 14 159 1 47 52 475 151 51 16 12 484
split_gain=0.00129752 0.00187974 0.00180178 0.00178315 0.0020152 0.00160105 0.00811751 0.0070332 0.0124653 0.00360514 0.0123963 0.00523436 0.00311377 0.00400824 0.00381356 0.00399873 0.00628137 0.00420994 0.00188041 0.00191172 0.00454668 0.00285398 0.00303637 0.00186878 0.0128217 0.00864116 0.0093455 0.00605365 0.00734598 0.00472945
threshold=-0.07576999999999999 0.64105000000000001 0.085530000000000009 0.23631000000000002 -0.22562499999999999 0.083715000000000026 0.10995500000000001 -0.54856499999999986 -0.077879999999999991 0.10233500000000001 -0.52917499999999984 -0.089214999999999989 0.095590000000000022 -0.050084999999999991 -0.076669999999999988 -0.085594999999999991 -0.0081349999999999981 -0.090764999999999985 -0.51385999999999987 -0.36617499999999997 0.10668000000000001 0.15618500000000002 0.13975500000000002 -0.015539999999999998 -0.085734999999999992 -0.15747499999999998 -0.016074999999999996 -0.007794999999999999 0.091930000000000012 -0.084519999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 12 8 -6 11 -11 -9 13 14 15 -7 -17 -18 -13 20 -20 22 23 -21 -25 -26 27 -27 -29 -28
right_child=1 -3 -4 -5 5 6 -8 9 -10 10 -12 18 -14 -15 -16 16 17 -19 19 21 -22 -23 -24 24 25 26 29 28 -30 -31
leaf_value=0.00074831791444803072 0.0009102864426095039 -0.00070455468314895898 -0.00087863063520711405 -0.00090848338745889209 0.00023526628781110048 -0.0010648661031154917 0.0018881999559838465 -0.001189445442011945 -0.003114173747599125 0.0026131172749129209 -0.00061217146251762577 0.0007161900319310057 -0.00095408150896050597 -0.0010511410302411683 0.001239656120857322 0.0015699092380424601 -0.0011528419456646169 0.00038266820827215144 0.001627993832031886 -0.00013098721475100346 -9.0092198035224942e-05 -0.0010198542835756338 0.0012225910171400757 0.0023444507891933128 -0.0014945991666093974 0.0021519705578612047 0.00093637128627639926 -0.00059476995750540687 0.0017355717941730593 -4.4324346579482796e-05
leaf_weight=23 25 38 23 21 25 24 27 37 20 22 26 37 27 23 38 31 26 57 24 883 43 28 20 24 37 32 51 31 24 1374
leaf_count=23 25 38 23 21 25 24 27 37 20 22 26 37 27 23 38 31 26 57 24 883 43 28 20 24 37 32 51 31 24 1374
internal_value=0 -5.55562e-06 3.12476e-06 9.80253e-06 1.61964e-05 8.72326e-06 0.000249409 -1.35169e-05 -0.00125337 7.20111e-06 0.000866086 -8.38545e-06 5.36243e-05 0.000190348 0.000352588 0.000108323 0.00035531 -9.8335e-05 8.37038e-06 -1.81605e-06 0.000525342 -1.59213e-05 -4.56827e-06 -1.45614e-05 5.07939e-05 1.52563e-05 5.22038e-05 0.00105838 0.000422106 -9.22577e-06
internal_weight=0 3098 3060 3037 3016 2991 253 2738 45 2693 48 2645 226 199 176 138 114 83 2608 2571 67 2504 2476 2456 1573 1549 1512 87 55 1425
internal_count=3121 3098 3060 3037 3016 2991 253 2738 45 2693 48 2645 226 199 176 138 114 83 2608 2571 67 2504 2476 2456 1573 1549 1512 87 55 1425
is_linear=0
shrinkage=0.1


Tree=1358
num_leaves=31
num_cat=0
split_feature=1208 16 402 1208 130 10 10 2 3 34 1 10 0 1 2 4 3 3 43 1 1 51 3 13 52 2 151 3 1201 454
split_gain=0.00133197 0.00659604 0.00214808 0.013246 0.00122996 0.0030904 0.00376591 0.00596676 0.00280003 0.00182869 0.00777593 0.00207762 0.00169768 0.00669459 0.00508015 0.0099901 0.00342824 0.00683158 0.00315868 0.00283781 0.00795665 0.00460797 0.00350648 0.00281834 0.0200345 0.0036721 0.00572397 0.00241248 0.00438007 0.00224053
threshold=0.10383000000000002 -0.072359999999999994 0.2506000000000001 0.092250000000000013 -0.23647499999999996 -0.38124499999999995 -0.086389999999999981 -0.080614999999999978 -0.0063699999999999989 -0.057544999999999992 0.10612500000000001 -0.0087699999999999983 0.0059850000000000016 0.13471500000000003 -0.0091949999999999983 0.053180000000000012 0.084940000000000015 -0.045649999999999989 0.070450000000000013 0.10337500000000001 0.081670000000000006 -0.030229999999999996 -0.116045 -0.17933499999999997 0.084735000000000019 0.11177500000000001 -0.0033899999999999994 -0.16726499999999997 -0.084114999999999981 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 8 7 -7 -6 10 -8 -12 14 16 15 -11 17 18 19 20 22 -21 -14 24 25 -16 -27 -25 -29 -30
right_child=1 -3 -4 -5 5 6 9 -9 -10 12 11 -13 13 -15 23 -17 -18 -19 -20 21 -22 -23 -24 27 -26 26 -28 28 29 -31
leaf_value=-0.00078130904585123069 -0.0013392289383669517 0.00084077710761567182 -0.00083303902465559077 0.0025823366365511904 0.0017145442706532777 0.00011566471494734287 0.0020813006655027331 -0.0022016802150756124 6.1257001722142814e-05 -0.0025540182670659348 0.00049186033148575442 -0.00068568846646455996 -0.0014734245581729782 0.0019482874289332404 0.001143173169111833 0.00033381132222712041 0.00083532609254577937 -0.0018040876004046628 0.0011454616440460085 0.00027765820388380878 0.0014959219783229536 -0.0013687227660899653 0.00026392963205020914 0.00088896984483243066 -0.0032123166337524631 0.00088894429915983755 -0.00092451042222345013 -0.0014725648518651724 3.6597407840769496e-06 0.00097486220183782288
leaf_weight=20 35 23 30 20 20 25 22 20 21 23 29 31 21 21 26 25 49 21 25 34 34 34 26 31 22 28 46 20 2315 24
leaf_count=20 35 23 30 20 20 25 22 20 21 23 29 31 21 21 26 25 49 21 25 34 34 34 26 31 22 28 46 20 2315 24
internal_value=0 -0.000474744 8.9896e-06 1.73183e-05 2.91929e-07 5.51479e-06 -6.46054e-06 -0.000914266 0.000867739 7.59218e-06 0.000473125 -0.00011654 -5.92062e-06 0.000235023 -3.08621e-05 -0.00104994 8.757e-05 -0.000100328 0.000105299 -6.92255e-05 0.000330637 -0.000545532 -0.000512335 -1.13892e-05 -0.000480209 0.000120855 -0.000238338 1.25422e-05 1.02488e-06 1.36251e-05
internal_weight=0 58 3063 3033 3013 2993 2952 45 41 2907 82 60 2825 265 2560 48 244 195 174 149 81 68 47 2512 122 100 74 2390 2359 2339
internal_count=3121 58 3063 3033 3013 2993 2952 45 41 2907 82 60 2825 265 2560 48 244 195 174 149 81 68 47 2512 122 100 74 2390 2359 2339
is_linear=0
shrinkage=0.1


Tree=1359
num_leaves=31
num_cat=0
split_feature=402 1208 3 402 1208 401 403 401 1212 1212 402 1212 1212 1446 402 403 0 0 1212 42 159 0 403 3 401 12 402 128 124 4
split_gain=0.00133729 0.00135141 0.00584676 0.00520329 0.00189054 0.00145493 0.00369817 0.00204685 0.00202273 0.00432901 0.0026682 0.00684704 0.00425216 0.00222333 0.0195676 0.0148259 0.00571089 0.00655716 0.00544852 0.00940074 0.00520665 0.00457718 0.0042377 0.00252768 0.00228808 0.00939482 0.0035524 0.00229216 0.00347476 0.00240714
threshold=0.31278000000000006 0.098655000000000007 -0.081054999999999974 -0.12951499999999996 0.080860000000000015 0.11602000000000001 0.31327500000000003 0.11061500000000002 0.14135500000000004 0.12799000000000002 0.11174500000000002 -0.040879999999999993 0.11137000000000001 0.083715000000000026 0.086535000000000015 -0.5341999999999999 -0.080689999999999984 -0.082394999999999982 0.087685000000000013 0.086555000000000007 -0.025879999999999997 -0.070499999999999993 -0.51385999999999987 -0.065229999999999996 -1.0000000180025095e-35 0.097325000000000009 -0.42321999999999993 0.11876500000000001 -0.19228999999999999 0.53859500000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 -7 8 9 10 12 -12 13 15 16 -1 17 18 19 -15 -21 -18 -17 -23 25 -24 -26 28 -28 -30
right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 11 -13 -14 14 -16 22 21 -19 -20 20 -22 23 24 -25 26 -27 27 -29 29 -31
leaf_value=-0.0025007806097467741 0.00079531159967051023 0.00071437665677736868 -7.1338764973916122e-05 -0.0023524106887634847 0.00088837139871126658 -0.0013933817896311386 0.00015438277347895661 0.00094722250081679749 0.00089579534111544493 -0.0014381287430989603 0.00036889126592238122 -0.0021363936923444273 0.0010655777481396831 -0.00031584442167257578 0.0031336202320579273 0.0011983183754511692 -0.0018672820736052626 0.0020326455391477794 -0.0013094352003700689 0.00043124042713316157 0.0026857198227108236 0.00060746506430653185 -0.0021881094933791168 -0.00090841415711276406 0.0010967797904821307 0.00049820953902478021 -0.0013399290514644236 0.0008670623895936999 -3.4896857421022331e-05 0.00053001771940706444
leaf_weight=24 21 26 20 20 24 26 38 23 25 21 24 20 38 71 22 29 24 20 23 20 21 22 23 22 29 30 20 29 2288 78
leaf_count=24 21 26 20 20 24 26 38 23 25 21 24 20 38 71 22 29 24 20 23 20 21 22 23 22 29 30 20 29 2288 78
internal_value=0 -5.3876e-06 -0.000453048 -0.00121187 4.35058e-06 -2.69809e-06 -0.000474397 7.54926e-06 1.55319e-07 -7.57104e-06 2.87098e-06 -0.000769875 1.48727e-05 5.87602e-07 0.000288326 -2.70579e-05 7.62432e-06 0.000342812 9.24664e-05 0.000380357 0.00158597 -0.000756407 -3.55455e-06 -0.000150475 -1.7513e-05 -0.000667552 -3.41644e-06 -1.66279e-05 -2.73685e-05 -1.62733e-05
internal_weight=0 3100 66 40 3034 3010 64 2946 2923 2898 2877 44 2833 2795 245 2550 223 155 135 112 41 68 2526 44 2497 53 2444 2415 2386 2366
internal_count=3121 3100 66 40 3034 3010 64 2946 2923 2898 2877 44 2833 2795 245 2550 223 155 135 112 41 68 2526 44 2497 53 2444 2415 2386 2366
is_linear=0
shrinkage=0.1


Tree=1360
num_leaves=31
num_cat=0
split_feature=480 480 403 403 1210 403 403 472 159 42 481 2 15 12 456 456 0 0 456 1444 0 150 154 474 471 52 155 1428 1426 133
split_gain=0.00127556 0.00561001 0.00469916 0.00289716 0.00399585 0.00202588 0.00326311 0.00197341 0.0038831 0.00465354 0.00504937 0.00247077 0.00171388 0.00268693 0.00200982 0.00520191 0.00467099 0.00205115 0.00198816 0.00174936 0.00174688 0.00859419 0.00303825 0.00298503 0.0048565 0.00213647 0.00216166 0.00570933 0.00409371 0.00211876
threshold=0.086995000000000017 0.087715000000000015 -0.55327499999999985 -0.54856499999999986 -0.41266499999999995 -0.53762499999999991 -0.52917499999999984 -0.065034999999999996 -0.072599999999999984 0.093175000000000022 -0.051484999999999996 0.09167500000000002 -0.5556049999999999 -0.040564999999999997 0.091255000000000017 0.088285000000000016 -0.085384999999999975 -0.090314999999999993 0.087635000000000005 -0.084274999999999989 -0.24955499999999997 1.0000000180025095e-35 0.084190000000000001 -0.26322499999999993 -0.086614999999999984 -0.57009999999999994 0.11562500000000002 -0.018864999999999996 -0.049534999999999989 0.09389500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 -7 -3 9 10 -9 -12 13 -8 15 18 17 -16 19 -14 21 -21 23 -22 -25 -26 27 -27 -28 -29
right_child=1 7 3 4 5 6 12 8 -10 -11 11 -13 14 -15 16 -17 -18 -19 -20 20 22 -23 -24 24 25 26 28 29 -30 -31
leaf_value=0.00141033314721426 -0.0018327642860822382 0.0007039179963092986 -0.0011379253018689766 0.0013883841334886495 -0.00099901567446067938 0.0011484005860984325 -0.00016139726688958365 0.00051717248742277617 -0.0010710073939452951 0.0011081788800765934 -0.00029625437137755482 -0.0017949705467220735 0.0007984875042758952 0.0014015061495063659 -0.0004719927422552099 0.0011839474132913795 -0.0014430259980144911 0.00074543140261084783 -0.00097918122482951739 0.0018996990285813809 -0.00099095790319552184 -0.00087038794008549309 0.0012061293656006455 0.0015330693405121564 0.00085316917156214251 0.0015060942018559824 0.00022871182617646729 -8.3378859705665435e-05 -0.001700421328661667 0.00018242146504896732
leaf_weight=24 20 28 22 21 20 25 22 39 39 32 22 22 27 22 31 37 32 25 21 24 32 21 20 20 27 24 22 2026 22 352
leaf_count=24 20 28 22 21 20 25 22 39 39 32 22 22 27 22 31 37 32 25 21 24 32 21 20 20 27 24 22 2026 22 352
internal_value=0 -0.000243022 1.68175e-05 5.26506e-06 1.4019e-05 3.89924e-06 1.0982e-05 -6.83246e-05 -0.000208732 8.36913e-05 -0.000311292 -0.00104561 8.51778e-07 0.000620054 -9.00885e-06 6.46032e-06 -0.000479237 7.15002e-05 -1.00548e-05 -2.27814e-06 -1.06259e-05 0.000606992 -2.15464e-05 -3.12706e-05 -1.89521e-05 -3.15038e-05 -4.12692e-05 -2.85458e-05 -0.000735855 -4.40342e-05
internal_weight=0 202 2919 2895 2873 2852 2832 182 154 115 83 44 2807 44 2763 2675 88 56 2638 2617 2590 45 2545 2525 2493 2473 2446 2402 44 2378
internal_count=3121 202 2919 2895 2873 2852 2832 182 154 115 83 44 2807 44 2763 2675 88 56 2638 2617 2590 45 2545 2525 2493 2473 2446 2402 44 2378
is_linear=0
shrinkage=0.1


Tree=1361
num_leaves=31
num_cat=0
split_feature=1203 1203 1203 15 131 1203 131 398 15 133 483 15 2 42 483 158 158 132 132 4 132 15 12 133 14 3 16 482 482 39
split_gain=0.00112835 0.00135963 0.00193993 0.00410903 0.00144165 0.00302837 0.00210886 0.0020303 0.00384742 0.00276106 0.00177941 0.00872578 0.00883634 0.00352236 0.00328333 0.00221234 0.00642732 0.00244024 0.00916196 0.00540416 0.00681626 0.00765479 0.0077315 0.00498828 0.00283809 0.00496055 0.00363035 0.00268659 0.0112858 0.00373728
threshold=0.10970500000000001 0.10304500000000001 0.089165000000000008 0.086195000000000008 0.13857500000000003 -0.093454999999999996 0.12108000000000001 0.099290000000000003 0.084655000000000022 -0.49970500000000001 0.10761000000000003 0.088990000000000014 0.10981000000000002 0.089245000000000005 0.10200000000000002 -0.46278499999999995 -0.23187499999999997 0.090145000000000017 0.093160000000000007 -0.08835999999999998 0.11297500000000001 -0.40580499999999992 0.086565000000000017 0.31326500000000007 -0.36617499999999997 0.41614500000000004 0.042200000000000008 0.098465000000000011 0.090355000000000005 0.15619500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 9 -9 -7 14 12 13 -12 15 -11 -17 24 -19 -20 21 -21 -23 -22 26 27 -18 28 29 -26
right_child=-2 -3 3 -5 -6 6 -8 8 -10 10 11 -13 -14 -15 -16 16 17 18 19 20 23 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012238524132408201 0.00074870399068458935 -0.0008067373680595276 -0.00032102784392918694 0.0017060469844727777 -0.00081503459210084239 0.00087214629856004775 0.0007197800889396324 0.00025273461826145647 -0.0017087482896749864 0.00076013701845012199 0.0020357104786671697 -0.0019352578252437526 -0.0011496824895842904 0.00022114749349977662 0.00095606858226736737 -0.0016935424980424022 0.0016716477400420802 -0.0018216546607020844 -0.0012859090198097485 -0.00067691229202825097 -0.0016964280806860189 0.0028870867135043702 0.00045014471870672427 0.00030282742205040101 1.0816528795195553e-05 -0.0015365040960854718 0.00012132810291156851 -0.00087551772508852408 0.0023276996621418569 -0.0013620048022130505
leaf_weight=20 20 21 20 20 22 35 39 20 20 36 20 28 31 23 35 23 23 35 28 23 24 23 30 26 2336 21 44 34 21 20
leaf_count=20 20 21 20 20 22 35 39 20 20 36 20 28 31 23 35 23 23 35 28 23 24 23 30 26 2336 21 44 34 21 20
internal_value=0 -4.82879e-06 6.38767e-07 0.00069251 -8.4648e-06 -2.58523e-06 -1.07669e-05 -2.03956e-05 -0.000728007 -1.0699e-05 -2.14132e-05 -0.000431635 0.000137303 0.00106513 -6.37267e-06 -1.86353e-05 -2.89768e-05 -1.47339e-05 -0.000361195 -2.92718e-05 0.000249981 0.000846557 0.00150769 -0.000656815 1.1469e-05 -6.21924e-06 0.000653527 7.10967e-06 1.97345e-05 -8.37303e-07
internal_weight=0 3101 3080 40 3040 3018 2998 2959 40 2919 2884 102 74 43 2782 2747 2711 2688 189 154 126 76 53 50 2499 2432 67 2411 2377 2356
internal_count=3121 3101 3080 40 3040 3018 2998 2959 40 2919 2884 102 74 43 2782 2747 2711 2688 189 154 126 76 53 50 2499 2432 67 2411 2377 2356
is_linear=0
shrinkage=0.1


Tree=1362
num_leaves=31
num_cat=0
split_feature=473 154 16 12 130 12 15 12 1420 1452 1453 13 1453 481 13 2 403 402 403 3 3 16 15 402 43 13 13 13 12 13
split_gain=0.00112418 0.00162908 0.00152551 0.00147328 0.00207465 0.00148361 0.0044206 0.00419483 0.00140227 0.00203854 0.00582916 0.00514463 0.00332531 0.00232903 0.00780872 0.0153795 0.00494174 0.00902796 0.00354171 0.00243868 0.00649392 0.0245647 0.00846288 0.00567431 0.00574916 0.00487456 0.0260632 0.012538 0.00960982 0.0291008
threshold=-0.07576999999999999 0.085530000000000009 0.64105000000000001 0.23631000000000002 -0.22562499999999999 0.12757000000000002 -0.068899999999999975 0.11903500000000002 1.0000000180025095e-35 0.093985000000000013 -0.077764999999999987 -0.071554999999999994 0.08154500000000002 -0.087424999999999989 -0.081224999999999978 0.085485000000000019 -0.5492149999999999 0.0043800000000000011 -0.53762499999999991 -0.079864999999999978 -0.081054999999999974 -0.14158499999999996 -0.080694999999999989 0.012085000000000002 0.0034250000000000005 -0.085804999999999979 -0.085584999999999981 -0.086354999999999987 0.085955000000000018 -0.090639999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 9 12 -11 -12 13 14 15 -6 17 -15 -18 20 25 -22 -23 24 -24 27 -27 28 -20 -30
right_child=1 -3 -4 -5 5 6 -8 -9 -10 10 11 -13 -14 16 -16 -17 18 -19 19 -21 21 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.00069654281656055352 0.00092197453696280733 -0.00084364559898740088 -0.00062857282280578822 -0.00082571185748314582 -0.0032148879669282749 -0.0016557923562469938 0.00013591080263722688 0.0012141054678820717 0.00078312759085193921 0.00067319951728374392 -0.00016403227476985196 -0.0024322094174567613 0.0011839464442649236 -0.00011975165897941528 0.00066194870908345502 0.0001980071117530667 -0.001139842052254136 0.0025836434104435503 -0.00025870414844222998 0.00011627122282949982 -0.0038827141170345602 0.0012192445274195052 -0.002369598942459561 0.00068620425050279921 -0.00033140564309207786 -0.0034433196663208633 -3.7322934177694977e-05 0.0027001208038113659 8.3518522794628032e-05 0.004370648013973551
leaf_weight=23 25 23 38 21 23 21 40 29 23 24 20 20 24 30 35 31 27 21 183 1201 21 32 25 21 31 23 969 21 76 20
leaf_count=23 25 23 38 21 23 21 40 29 23 24 20 20 24 30 35 31 27 21 183 1201 21 32 25 21 31 23 969 21 76 20
internal_value=0 -5.17122e-06 1.1003e-06 8.97898e-06 1.47908e-05 7.20821e-06 -0.000480905 1.73703e-05 5.40707e-06 -8.08209e-07 -0.000558876 -0.00129812 1.18842e-05 1.8019e-06 -0.000501528 -0.00125563 1.8387e-05 0.000993411 -3.77607e-07 1.13515e-05 -7.72621e-05 -0.000750957 -0.000147591 -0.000715627 -0.00124131 -9.47541e-06 -0.000116293 0.000343733 0.000166371 0.000976671
internal_weight=0 3098 3075 3037 3016 2991 61 2930 2901 2878 64 40 2814 2790 89 54 2701 51 2650 2623 1422 130 109 77 56 1292 992 300 279 96
internal_count=3121 3098 3075 3037 3016 2991 61 2930 2901 2878 64 40 2814 2790 89 54 2701 51 2650 2623 1422 130 109 77 56 1292 992 300 279 96
is_linear=0
shrinkage=0.1


Tree=1363
num_leaves=31
num_cat=0
split_feature=456 457 150 456 150 1371 151 16 13 2 147 16 133 49 403 403 403 1213 402 1212 402 402 1213 1210 3 403 403 2 401 0
split_gain=0.00128139 0.00154006 0.00140129 0.00487669 0.00472991 0.0017777 0.00307558 0.00197531 0.00454054 0.00616336 0.00766112 0.00198605 0.00549979 0.00276466 0.00198211 0.00277682 0.00221606 0.00325234 0.0113599 0.00340852 0.00316206 0.00506767 0.00323065 0.0031352 0.00509077 0.00364615 0.00285077 0.00948308 0.00250358 0.00194488
threshold=0.11493000000000002 0.41269500000000009 0.12765500000000005 -0.085409999999999986 0.12187000000000002 0.087810000000000013 -0.54526999999999981 -0.52595999999999987 -0.087324999999999986 0.096325000000000008 0.088610000000000008 -0.50690499999999983 -0.010614999999999998 -0.24768999999999997 0.50894000000000006 0.4024950000000001 0.23383500000000004 -0.09280999999999999 0.024785000000000005 0.085870000000000016 0.2506000000000001 0.11375000000000002 -0.087969999999999979 -0.083289999999999989 -0.082974999999999979 -0.55157999999999985 0.104315 0.090425000000000019 0.10817500000000001 -0.084674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 8 -8 -10 -11 12 -9 -13 15 16 17 18 19 -15 21 22 -19 24 -24 -25 28 -28 29 -27
right_child=-2 -3 3 -5 -6 -7 7 11 9 10 -12 13 -14 14 -16 -17 -18 20 -20 -21 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=0.0011079653967171908 -0.0007978649949654938 0.00083884846376763151 0.00053602267231326554 -0.0016458525300203338 0.0015397963141549555 -0.00089876249178566731 0.00028076484072867231 -0.00037721131549915297 0.0002528929375470258 -0.0030493115195505591 -0.0003145871945889667 -0.0010699498365283945 0.0015376063700144492 -0.0010764770855365153 -0.00059192659661035855 0.00091796564665855849 -0.00076001818449947538 -0.001036317573937898 0.0025786089679306979 0.00055105136181678508 -0.0011669337243327628 0.0012816287383283188 -0.00025276653362776749 -0.0011032457767820838 0.0018749936534415768 -0.00010721184415847516 -0.00067992962985521281 0.0023253162668663125 -0.0010466872910594406 7.7960571193576018e-05
leaf_weight=25 20 22 20 21 20 22 54 30 26 21 20 24 30 22 54 34 37 30 22 31 23 31 22 30 23 964 21 21 23 1378
leaf_count=25 20 22 20 21 20 22 54 30 26 21 20 24 30 22 54 34 37 30 22 31 23 31 22 30 23 964 21 21 23 1378
internal_value=0 5.14585e-06 -8.11105e-07 -0.000581523 7.02602e-06 -3.1315e-06 3.44523e-06 -5.84895e-06 -0.000401577 -0.000951523 -0.0017153 1.09521e-05 0.000580198 -1.28972e-06 7.98282e-06 1.99279e-05 8.5264e-06 1.92936e-05 0.000668393 -0.000124526 3.2146e-07 1.08786e-05 -4.8034e-06 7.66454e-06 0.000834755 -7.60797e-06 6.04768e-06 0.000822693 -8.45512e-06 1.74101e-06
internal_weight=0 3101 3079 41 3038 3018 2996 2971 121 67 41 2850 60 2790 2766 2712 2678 2641 75 53 2566 2543 2512 2482 45 2437 2407 42 2365 2342
internal_count=3121 3101 3079 41 3038 3018 2996 2971 121 67 41 2850 60 2790 2766 2712 2678 2641 75 53 2566 2543 2512 2482 45 2437 2407 42 2365 2342
is_linear=0
shrinkage=0.1


Tree=1364
num_leaves=31
num_cat=0
split_feature=130 42 1205 480 402 403 403 1208 1208 403 403 15 472 159 481 0 1447 1373 49 1373 1374 457 457 150 1 150 49 43 147 150
split_gain=0.00123144 0.00344384 0.00199977 0.0011954 0.00494896 0.00426121 0.00277255 0.00426719 0.0125887 0.00740534 0.00182928 0.00178232 0.00321797 0.00568783 0.00319675 0.00659272 0.00427238 0.00164358 0.00578908 0.0036395 0.0025899 0.00232635 0.00409781 0.0033106 0.00872919 0.00361738 0.00635183 0.00384283 0.00273287 0.00271019
threshold=-0.23647499999999996 0.15665000000000004 0.09993500000000001 0.086995000000000017 0.10306000000000001 -0.55327499999999985 -0.54856499999999986 0.10233500000000001 0.11332500000000002 -0.52800499999999995 -0.49218499999999993 0.11773500000000002 -0.065034999999999996 -0.072599999999999984 -0.051484999999999996 -0.084804999999999978 -0.085024999999999989 0.08789000000000001 -0.0069299999999999995 1.0000000180025095e-35 -0.41674499999999998 0.11612500000000002 0.10021000000000001 0.12068000000000002 0.091535000000000019 0.10389500000000002 -0.049039999999999993 -0.078139999999999973 0.094075000000000006 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 11 -2 -7 9 -9 -8 -11 12 -5 14 16 -16 -14 19 -19 20 -12 22 23 25 -25 28 27 -27 29 -22
right_child=1 -3 -4 4 -6 6 7 8 -10 10 17 -13 13 -15 15 -17 -18 18 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00078215893241576854 0.0013463474131034069 0.0012812960441113406 -0.0010003485856577754 0.00078953069543266402 -0.0017253874102607369 -0.0011365248960265447 -0.0015618573396932334 0.0028631869796663526 -0.00044692338064864835 0.00082199289754498756 -0.0010996627166778559 0.0007757693005260081 -0.00048617918620861715 -0.0014835427641602499 -0.001569162662573425 0.00077475060132287804 0.0014156177066507992 0.00045796512858942151 -0.0017200062466461376 0.0010187638981733471 1.1473046322604445e-05 0.00078186775372626315 -0.0012968707338586684 -0.0005452313288558452 0.0023380846827335301 -0.00082408627495169642 -0.0019855712950229646 0.0010356308486370836 -0.0010185336582362653 0.00057080702319379074
leaf_weight=20 24 21 20 28 20 21 30 20 27 28 21 22 21 35 28 21 27 26 23 36 2312 39 24 21 21 25 25 20 25 90
leaf_count=20 24 21 20 28 20 21 30 20 27 28 21 22 21 35 28 21 27 26 23 36 2312 39 24 21 21 25 25 20 25 90
internal_value=0 5.04455e-06 -3.65716e-06 2.85716e-06 -0.000232242 1.94737e-05 8.23691e-06 1.6783e-05 0.000961634 7.27994e-07 1.78616e-05 -6.81598e-05 -0.0001842 -0.000390749 3.55797e-06 -0.000564628 0.000583582 9.5471e-06 -0.000564348 2.01228e-05 6.41674e-06 1.53436e-05 3.67974e-06 1.59732e-05 0.000896427 1.16386e-06 -0.000707555 2.45467e-06 2.16049e-05 3.24306e-05
internal_weight=0 3101 3080 3060 202 2858 2834 2813 47 2766 2736 182 160 132 97 49 48 2708 49 2659 2623 2602 2563 2539 42 2497 70 45 2427 2402
internal_count=3121 3101 3080 3060 202 2858 2834 2813 47 2766 2736 182 160 132 97 49 48 2708 49 2659 2623 2602 2563 2539 42 2497 70 45 2427 2402
is_linear=0
shrinkage=0.1


Tree=1365
num_leaves=31
num_cat=0
split_feature=160 160 1447 1456 1447 0 133 133 4 42 52 15 1 159 1212 481 158 15 51 475 159 4 13 1 0 42 160 1372 4 457
split_gain=0.00115408 0.00872007 0.00326132 0.0113511 0.0087807 0.0039022 0.00309121 0.00516743 0.00639053 0.0041496 0.00355092 0.00303437 0.0150001 0.00566369 0.0031417 0.00646812 0.00614068 0.00375753 0.00498725 0.0037483 0.00210948 0.00448532 0.00231915 0.00361897 0.0064505 0.00232075 0.00228497 0.00941856 0.00839481 0.00375848
threshold=-0.089974999999999986 -0.088854999999999976 -0.085684999999999997 0.086985000000000021 -0.084149999999999989 -0.087414999999999979 0.099660000000000012 0.089980000000000018 -0.0065699999999999986 0.097640000000000018 0.50128500000000009 0.10549000000000001 0.09253500000000002 0.10713500000000002 0.087615000000000012 -0.082049999999999984 0.092615000000000017 -0.015039999999999998 -0.014565 -0.0029899999999999996 -0.45371999999999996 -0.067104999999999984 0.19762500000000002 0.10638500000000002 -0.086074999999999985 -0.049004999999999993 -0.085764999999999994 -0.065504999999999994 -0.010024999999999997 -0.22896499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 5 -4 -3 7 9 -9 11 -8 13 -13 14 15 -1 17 19 -19 -17 21 -6 26 24 -24 -26 28 -28 -22 -29
right_child=1 2 4 -5 20 -7 10 8 -10 -11 -12 12 -14 -15 -16 16 -18 18 -20 -21 22 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=0.0017189614792269738 -0.0021062456280924384 0.00066866912664129185 -0.0021155273284239229 0.002674831761978567 0.000548070522823504 -0.0011409080301580782 -0.0012651857873988189 0.0025750057741242929 4.7055055620148782e-05 0.0012488205393310636 0.00044388433685526256 -0.0027330168709158898 0.0011399850132875146 0.0013682733268731021 -0.0012234899459872394 0.0013486728685287138 -0.0016265473065330931 -0.0018752173520624638 4.339208348288334e-05 0.00011292035327642226 0.0018643300656953619 -0.0012908930162666367 -0.0020596192416700502 0.00041200104234222733 0.00030408766340567835 -0.0010187014352552417 -0.001882764924532519 0.0013629957146587828 -0.00083874060539528743 1.8967977015158765e-05
leaf_weight=22 20 26 20 20 21 22 31 20 20 30 20 20 20 33 20 30 23 20 42 135 27 36 27 36 36 21 26 21 20 2256
leaf_count=22 20 26 20 20 21 22 31 20 20 30 20 20 20 33 20 30 23 20 42 135 27 36 27 36 36 21 26 21 20 2256
internal_value=0 -2.61155e-05 -1.02063e-05 0.000673266 -2.84537e-05 -0.00016072 0.000141594 0.000227948 0.00131103 0.000118269 -0.000594962 2.53471e-05 -0.000796516 0.0001265 -1.38379e-05 7.51071e-05 -6.95521e-05 8.82051e-05 -0.000575514 0.000337603 -1.19355e-05 -0.00061338 1.94398e-06 -0.00042686 -0.000786373 -0.000183256 2.38404e-05 9.7537e-06 0.000714087 3.13635e-05
internal_weight=0 2635 2615 68 2547 48 486 435 40 395 51 365 40 325 292 272 250 227 62 165 2527 57 2470 120 84 57 2350 2303 47 2277
internal_count=3121 2635 2615 68 2547 48 486 435 40 395 51 365 40 325 292 272 250 227 62 165 2527 57 2470 120 84 57 2350 2303 47 2277
is_linear=0
shrinkage=0.1


Tree=1366
num_leaves=31
num_cat=0
split_feature=1208 2 1209 403 1210 1212 0 1212 0 1212 402 402 403 403 4 1213 1213 1211 1213 159 42 43 12 12 1212 132 1204 403 403 132
split_gain=0.00111717 0.00613665 0.00167386 0.00155468 0.00207241 0.00142506 0.00518957 0.00489306 0.00443726 0.00403034 0.0024927 0.00201928 0.002682 0.00401843 0.00186907 0.00183514 0.00244853 0.00740789 0.00655709 0.00359379 0.00536398 0.00604016 0.00560806 0.00528617 0.00388697 0.00315603 0.00271579 0.00292007 0.00778975 0.0102007
threshold=0.098655000000000007 0.090935000000000016 -0.093169999999999989 0.55673500000000009 0.0028200000000000005 -0.08867499999999999 -0.084044999999999995 -0.082209999999999991 -0.087319999999999995 -0.063924999999999996 0.120965 0.11353000000000001 -0.55157999999999985 -0.52917499999999984 -0.077679999999999985 -0.21306999999999995 -0.020279999999999996 0.080695000000000003 -0.0074849999999999995 -0.016814999999999997 0.086135000000000003 -0.0051099999999999991 0.086850000000000024 0.089795000000000014 0.097595000000000015 -0.43443999999999999 0.020355000000000002 -0.0014349999999999999 -0.074254999999999988 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 8 -7 -4 -9 11 12 -11 -14 -8 -15 17 19 -18 -17 21 22 -21 -24 -25 -20 27 28 29 -27
right_child=1 -3 3 -5 -6 7 14 9 -10 10 -12 -13 13 15 -16 16 18 -19 25 20 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00084070310743603245 -0.0013190348374856904 0.0005969585987259052 4.9352399189956486e-05 -0.00075315950373435587 0.00082246372776646781 -0.0015328643438849777 -0.0011584290828614032 0.0012151598460385922 0.001867315685276167 -0.00096631436709089785 -0.00083922908492645046 0.00091154239707975655 0.0011922824258882819 -0.00094305047920594616 0.00019233643792436592 0.0010766081531073724 -0.0017931088860634538 0.0018977177118918356 -0.001239122601137275 -0.0011499845544511284 -0.0010749525076102057 0.0017898827924260072 0.0013362710573025707 -0.0013003724593935269 0.00064755458530271434 0.00086482987381926143 0.0010980974919882348 2.2223187632126095e-05 -0.0017640393213227844 -0.00054120533044707292
leaf_weight=24 35 32 25 27 31 21 20 27 29 29 36 24 28 21 21 32 21 26 21 33 41 21 34 21 20 73 22 2117 33 176
leaf_count=24 35 32 25 27 31 21 20 27 29 29 36 24 28 21 21 32 21 26 21 33 41 21 34 21 20 73 22 2117 33 176
internal_value=0 -0.000403933 8.86168e-06 2.27284e-06 9.06494e-06 5.80631e-07 0.000381647 -1.20024e-05 0.00102567 -8.1956e-07 -1.24249e-05 -1.7679e-06 -9.68391e-06 4.4101e-07 -0.000466574 -1.18641e-05 -4.59735e-06 0.000308919 -3.36196e-05 0.000104421 -7.85795e-05 0.000238097 -6.36389e-05 0.000414353 -0.000350164 -1.84889e-05 -7.90096e-06 -1.80435e-05 -0.000320329 -0.000128994
internal_weight=0 67 3054 3030 3003 2972 95 2877 54 2856 2829 2793 2769 2740 41 2712 2691 228 2463 202 170 129 108 75 41 2442 2421 2399 282 249
internal_count=3121 67 3054 3030 3003 2972 95 2877 54 2856 2829 2793 2769 2740 41 2712 2691 228 2463 202 170 129 108 75 41 2442 2421 2399 282 249
is_linear=0
shrinkage=0.1


Tree=1367
num_leaves=31
num_cat=0
split_feature=52 1375 52 1375 151 15 130 121 484 1 33 34 124 124 4 160 160 12 16 16 2 16 15 3 133 130 1456 43 1 3
split_gain=0.00110493 0.010501 0.00919703 0.00881584 0.00556956 0.00819388 0.00521558 0.00802975 0.00518959 0.00540897 0.00406933 0.00477831 0.00311132 0.00412984 0.00374615 0.00758183 0.0042787 0.00431955 0.00391948 0.00386652 0.00590398 0.00468091 0.00356989 0.00357618 0.00528246 0.0065283 0.00514988 0.00433117 0.00706619 0.00476421
threshold=-0.020999999999999994 -0.15308499999999997 -0.026204999999999996 -0.090674999999999992 -0.14960499999999996 -0.070929999999999979 -0.22562499999999999 -0.052794999999999988 -0.096419999999999992 0.07863500000000001 0.085305000000000006 -0.057544999999999992 -0.088289999999999993 -0.087104999999999988 -0.0029599999999999995 -0.082179999999999989 -0.077609999999999985 -0.087484999999999993 -0.08231999999999999 -0.013024999999999998 0.095195000000000016 -0.0094449999999999968 -0.093959999999999988 -0.081574999999999995 0.091935000000000003 0.094540000000000013 -0.081149999999999986 -0.074974999999999986 0.094090000000000021 0.084940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 -1 -5 -8 9 -9 11 -10 -6 -14 18 -16 -17 -18 -15 20 -20 -21 -23 24 25 26 -24 28 -25 -29
right_child=1 3 -4 6 12 -7 7 8 10 -11 -12 -13 13 14 15 16 17 -19 19 21 -22 22 23 27 -26 -27 -28 29 -30 -31
leaf_value=1.9578553209695118e-06 0.0022669952949010102 -0.0020698325894773005 -0.0016545110142841522 -0.0014914228459185159 0.0010921541813083671 0.0025670954852830621 0.0019144531784822114 0.0018685147241358797 0.0012568578537132953 -6.7500028483293687e-05 -0.0011483245441922918 5.0989844910876133e-06 -0.0014343724586069586 0.0010080085079208381 -0.0022011362237944489 0.0010758290168545817 -0.0015696204574151826 -0.0002085569568963019 -8.3537324422246059e-06 0.0015094958224587821 -0.0021181910581487633 -0.0010027156432570905 -0.0016575819377543496 0.0021697961477442616 -0.0015632082669374842 0.0016771634963030618 -1.1818798951600768e-05 -0.00086057818441007009 0.00017935804055360636 0.00048202870118363607
leaf_weight=33 21 20 36 22 22 20 23 31 31 27 30 1873 23 41 21 23 26 226 36 22 21 32 21 31 24 21 201 39 42 82
leaf_count=33 21 20 36 22 22 20 23 31 31 27 30 1873 23 41 21 23 26 226 36 22 21 32 21 31 24 21 201 39 42 82
internal_value=0 4.2154e-05 -8.39847e-05 1.94405e-05 -2.78388e-05 0.000969934 3.99538e-05 5.66735e-05 3.52232e-05 0.000967266 7.27159e-06 2.54795e-05 -8.32707e-05 -0.000111017 -7.75325e-05 -0.000369675 -0.000229818 -0.000348984 6.35347e-05 -4.1636e-06 -0.000785662 8.23324e-05 1.86456e-05 8.95426e-05 -0.00014787 -8.08381e-06 -0.000167499 0.000416291 0.00102461 4.92876e-05
internal_weight=0 2078 1043 2057 1007 53 2037 2015 1992 58 1934 1904 954 932 909 296 275 252 613 572 57 515 493 461 267 243 222 194 73 121
internal_count=3121 2078 1043 2057 1007 53 2037 2015 1992 58 1934 1904 954 932 909 296 275 252 613 572 57 515 493 461 267 243 222 194 73 121
is_linear=0
shrinkage=0.1


Tree=1368
num_leaves=31
num_cat=0
split_feature=130 40 120 33 9 10 11 11 2 4 11 12 12 14 15 4 16 133 43 4 1427 157 1427 1425 1 1 43 4 1 160
split_gain=0.00112512 0.00266755 0.00294881 0.00257061 0.0018199 0.00666068 0.00158838 0.00210693 0.00840107 0.0105791 0.00437591 0.0031814 0.00204379 0.00182482 0.00205246 0.00357694 0.00290667 0.00206273 0.00412217 0.00247929 0.00187658 0.00324337 0.00312579 0.00192073 0.00215718 0.00909063 0.00676021 0.0202229 0.00729787 0.00912235
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.012019999999999998 0.091600000000000015 0.094860000000000014 0.096435000000000007 0.086080000000000018 0.11093500000000002 -0.50052499999999989 0.080705000000000013 0.089300000000000004 0.10388500000000002 -0.47013499999999991 -0.41396999999999995 0.42642000000000008 -0.50690499999999983 0.089405000000000012 -0.074974999999999986 0.51388000000000011 0.088585000000000011 -0.077234999999999984 0.078535000000000008 0.084030000000000007 0.080270000000000022 0.077845000000000011 0.062770000000000006 -0.075889999999999999 0.083135000000000014 -0.54200499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 10 9 -9 13 -12 -8 -5 16 20 -15 18 -18 -20 22 -22 23 24 25 -16 28 -28 -26 -30
right_child=1 2 -4 4 5 -7 12 8 -10 -11 11 -13 -14 14 15 -17 17 -19 19 -21 21 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.00069683542571273517 -0.0011563309747725727 -0.00097742220688680254 0.0011559038941579109 0.00083228916244115683 0.0020145468448754403 -0.00034141649026423696 0.0013030985458975747 0.00016597471403656527 0.00074393734404142823 -0.0030476223987837632 0.00011966893740464002 0.0018819561294679131 -2.3289748843616019e-05 0.00066733152023516599 1.5520446210459776e-05 0.0012620330904610456 0.00082907595322467386 -0.0014841350848260135 -0.00030817326507852111 -0.0016705789658854799 0.0013544963516044217 -0.00031640601255709217 -0.0010118800782947801 0.00075249346045893619 -0.0017527828463353217 0.0020624084022446451 -0.0037808634014800191 -5.8437480280796683e-05 0.0020390196620220587 -7.1561413601033781e-05
leaf_weight=23 20 27 22 25 20 30 21 20 29 21 20 21 26 20 1577 22 20 23 34 22 26 21 32 32 25 22 20 54 21 825
leaf_count=23 20 27 22 25 20 30 21 20 29 21 20 21 26 20 1577 22 20 23 34 22 26 21 32 32 25 22 20 54 21 825
internal_value=0 -5.1734e-06 2.3065e-06 -5.99819e-06 2.66092e-06 0.000600969 -7.38117e-06 -1.66262e-05 -0.000558663 -0.00148001 -3.36885e-06 0.0010223 0.000569352 -1.82758e-05 -2.5881e-05 -7.81687e-06 -0.000432249 -0.000654386 -0.000403278 -0.000843404 -1.83392e-05 0.000607923 -2.96253e-05 -1.74234e-05 -2.71079e-05 4.36828e-05 -0.00014689 -0.0010645 -6.89303e-05 -1.91711e-05
internal_weight=0 3098 3078 3056 3029 50 2979 2932 70 41 2862 41 47 2821 2796 2677 119 99 76 56 2655 47 2608 2576 2544 1599 945 74 871 846
internal_count=3121 3098 3078 3056 3029 50 2979 2932 70 41 2862 41 47 2821 2796 2677 119 99 76 56 2655 47 2608 2576 2544 1599 945 74 871 846
is_linear=0
shrinkage=0.1


Tree=1369
num_leaves=31
num_cat=0
split_feature=9 8 33 9 11 120 2 2 40 133 40 1 49 15 49 49 49 1 49 43 456 457 49 49 12 160 0 1 2 1
split_gain=0.00126528 0.0021066 0.00152319 0.00290468 0.00310493 0.00181232 0.00348211 0.00249118 0.00269819 0.00284886 0.00235025 0.00202852 0.00154206 0.00411947 0.00193618 0.00442024 0.00259814 0.00222306 0.00221528 0.00611491 0.00184056 0.00243413 0.00289433 0.00694414 0.00453257 0.00456956 0.00403214 0.00389905 0.00543265 0.00233764
threshold=0.10860500000000002 0.089545000000000013 -0.012019999999999998 0.086220000000000005 -1.0000000180025095e-35 0.093680000000000013 0.31358000000000003 0.17760500000000004 -0.085734999999999992 0.087285000000000015 -0.083564999999999987 0.10871500000000002 -0.18481499999999998 0.19724500000000003 -0.10069499999999999 -0.083629999999999996 -0.14715999999999999 0.08864000000000001 -0.072814999999999977 -0.079329999999999984 0.11078000000000002 0.41269500000000009 -0.011734999999999997 -0.0094199999999999978 0.088365000000000013 0.0046300000000000013 -0.24955499999999997 0.10781 0.10252500000000002 0.085760000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 9 11 -10 -6 13 -12 16 17 -14 -16 19 -17 21 22 24 -24 25 27 -25 28 29 -20
right_child=-2 -3 3 -5 5 -7 -8 -9 10 -11 12 -13 14 -15 15 18 -18 -19 20 -21 -22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00076380521596337749 -0.00073896386741620053 0.00095896005843077673 -0.0011882045189850034 0.0010186867189726659 0.00045899999822722752 -0.00088012273646081269 0.0011414478110425451 -0.0010595211333235387 -0.00097122093755751856 -0.00034736250992864373 -0.0016071190070804386 0.0018047990235832653 1.0266689947102129e-05 0.00027598066774841689 -0.00033660871989053234 0.0018988878775258935 0.0012349048660447201 -0.0017781632917467504 -1.3929430459593906e-06 -0.00015697695183543824 -0.00090992466165599497 0.0010808679496958143 0.001719701943875407 0.001182139617318673 0.00065248010214418177 -0.0019896508041049609 -4.2381688062520457e-06 -0.0013079830052006539 0.0012737800367176534 -0.0013867616670073144
leaf_weight=26 23 23 22 28 24 23 27 22 25 20 21 21 41 26 23 23 30 20 29 39 22 21 24 29 32 22 2358 33 23 21
leaf_count=26 23 23 22 28 24 23 27 22 25 20 21 21 41 26 23 23 30 20 29 39 22 21 24 29 32 22 2358 33 23 21
internal_value=0 5.48617e-06 -1.64551e-06 4.85372e-06 -4.54294e-06 4.14014e-06 1.09742e-05 6.23943e-07 8.59224e-06 0.000645685 -5.87703e-06 0.00108704 2.6297e-06 -0.000565404 1.21987e-05 -1.26282e-06 0.000527719 -0.0010071 1.48997e-05 0.000605683 8.87274e-07 8.61793e-06 -1.40237e-07 2.71926e-05 -0.000412012 -0.000678134 1.01753e-05 -0.000405933 1.84316e-06 -0.000583248
internal_weight=0 3098 3075 3049 3021 2999 2976 2949 2927 65 2862 45 2837 47 2790 2719 71 43 2676 62 2614 2592 2571 2411 160 128 2387 106 73 50
internal_count=3121 3098 3075 3049 3021 2999 2976 2949 2927 65 2862 45 2837 47 2790 2719 71 43 2676 62 2614 2592 2571 2411 160 128 2387 106 73 50
is_linear=0
shrinkage=0.1


Tree=1370
num_leaves=31
num_cat=0
split_feature=33 120 40 12 52 46 447 483 483 1455 1 13 159 15 1456 15 1456 12 403 403 12 1208 12 50 0 1 12 14 42 14
split_gain=0.00133686 0.00133362 0.00311976 0.00141949 0.00465925 0.00377306 0.00236616 0.00155436 0.00238548 0.00298416 0.00663824 0.00644924 0.0160964 0.0101913 0.00292047 0.00649333 0.00357671 0.00964619 0.00866085 0.00326697 0.00808542 0.00409992 0.0105527 0.00265018 0.00903445 0.00936336 0.0040834 0.00239007 0.00242503 0.00247719
threshold=-0.044254999999999996 0.093680000000000013 -0.24134999999999998 0.12757000000000002 0.095415000000000014 -0.043074999999999995 0.094580000000000011 0.13726000000000002 0.12440000000000002 -0.037084999999999993 0.091615000000000016 -0.085384999999999975 -0.017094999999999996 -0.067579999999999987 0.11027500000000001 -0.066844999999999988 0.091180000000000011 0.08598500000000002 -0.56738999999999995 -0.53960999999999981 0.092355000000000007 0.098655000000000007 0.096075000000000008 -1.0000000180025095e-35 -0.069444999999999993 0.12000500000000001 0.11903500000000002 0.091685000000000016 0.14351000000000003 -0.36617499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 7 8 9 10 11 -7 -13 -14 16 -16 18 -18 -11 20 -20 23 -23 24 -21 -26 27 28 29 -25
right_child=1 -3 3 4 -6 6 -8 -9 -10 14 -12 12 13 -15 15 -17 17 -19 19 21 -22 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.00077677432458255098 0.0011606899818972401 -0.00073293655831366787 0.0012007162592803629 -0.0012605358774582034 0.00051777424366893966 0.0015155168562196197 -0.00095898180465715441 0.00085645205274756473 -0.00094256360439262448 -0.001912135992703649 0.0021597884199582042 -0.0024363569687314642 -0.00067515284119343223 0.0024438253114931288 0.00035724205309120214 -0.0020458190015316094 0.0023375382059780156 -0.00044933504024003112 -0.00075135464209043201 -0.0019410020136274399 0.0017738960028509611 -0.0026485947718902026 0.00059989576664520438 0.00065529203792980949 0.0016733157928683795 -0.0010919589102268219 0.0012148293017941927 0.00084566543386741129 -0.0011077317275339736 -1.7677012645553306e-05
leaf_weight=22 23 25 26 34 26 25 26 21 27 24 20 24 22 20 23 22 23 27 21 30 32 20 20 56 24 25 28 33 20 2352
leaf_count=22 23 25 26 34 26 25 26 21 27 24 20 24 22 20 23 22 23 27 21 30 32 20 20 56 24 25 28 33 20 2352
internal_value=0 -5.51437e-06 4.01559e-07 -8.34529e-06 -0.000489935 1.31548e-06 -9.20203e-06 -7.99756e-07 -6.96915e-06 1.76868e-06 0.000510219 0.000147676 -0.000370446 0.000810075 -1.85327e-05 -0.000817588 -5.38559e-06 0.000832627 -2.0991e-05 -3.93448e-06 0.000773325 -1.973e-05 -0.00102435 -4.08173e-06 -0.000574297 0.000262461 1.40167e-05 3.54468e-07 -1.11345e-05 -2.02657e-06
internal_weight=0 3099 3074 3051 60 2991 2965 2939 2918 2891 111 91 66 42 2780 45 2735 50 2685 2661 53 2608 40 2568 79 49 2489 2461 2428 2408
internal_count=3121 3099 3074 3051 60 2991 2965 2939 2918 2891 111 91 66 42 2780 45 2735 50 2685 2661 53 2608 40 2568 79 49 2489 2461 2428 2408
is_linear=0
shrinkage=0.1


Tree=1371
num_leaves=31
num_cat=0
split_feature=403 403 3 403 1420 157 2 2 15 403 13 43 1213 160 42 0 2 48 15 4 12 403 0 1204 1204 130 0 13 42 160
split_gain=0.00129735 0.00606291 0.00536184 0.00320354 0.00122632 0.00442642 0.00154969 0.00516991 0.0151971 0.0119454 0.00927133 0.00853778 0.00724271 0.00684444 0.00514092 0.00398402 0.00377948 0.00846691 0.0265352 0.00898565 0.00982766 0.00686217 0.0105995 0.00528735 0.00632227 0.00373333 0.00398186 0.00448563 0.00572871 0.00613833
threshold=-0.5492149999999999 -0.53762499999999991 -0.086049999999999988 -0.52917499999999984 0.056520000000000008 0.63397500000000007 0.085155000000000022 0.083995000000000014 0.085935000000000025 -0.0059799999999999992 -0.089109999999999981 -0.011919999999999998 -0.081399999999999986 -0.53908999999999996 -0.015274999999999999 -0.26609999999999995 0.086590000000000014 0.087555000000000008 -0.088429999999999995 -0.016304999999999997 0.085250000000000006 -0.011089999999999997 -0.082084999999999977 -0.082884999999999986 -0.080654999999999991 0.016915000000000003 -0.14920999999999998 -0.067149999999999987 0.10194000000000002 -0.095794999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 13 9 12 -11 -12 -9 -5 -14 -8 17 18 -17 20 -20 22 -22 -18 -25 26 -15 28 29 -28
right_child=1 3 -4 4 -6 -7 15 8 -10 10 11 -13 14 25 -16 16 23 -19 19 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0017897837841883302 -0.0014233487619397542 0.0010896763100323302 -0.00025235188950318844 -0.0013609593058693768 -0.00073186185555127652 0.0014838338643312456 -0.0013155985064804555 -0.0022194086615594903 0.0028676004507578912 -0.00065711630857549612 0.00068435722938307592 0.0033062297354816746 0.0010336134386016056 0.0012758007442850309 -0.00084393808551664869 -0.0038840376877013355 0.0013889419333146956 0.0012715221164398827 -0.002262670162168366 0.0014610073563884587 -0.0022635607598349454 0.00097103235164265958 0.00078392808902121719 -0.0017889787198510023 -5.1233710136910674e-07 0.0011827435003527041 0.00096648987138553747 -0.00027602650673238632 0.0012694314352767024 -0.00013536283541081475
leaf_weight=20 30 27 36 36 23 20 25 21 25 20 27 23 25 24 35 23 27 24 27 26 25 36 21 20 1687 28 62 379 45 274
leaf_count=20 30 27 36 36 23 20 25 21 25 20 27 23 25 24 35 23 27 24 27 26 25 36 21 20 1687 28 62 379 45 274
internal_value=0 -8.71485e-06 0.000476982 5.26835e-06 -4.46536e-06 1.13937e-06 -8.86194e-06 9.06722e-05 0.000583884 0.000205785 0.00116255 0.00189042 -0.00062105 -1.16924e-05 -6.1625e-05 -6.13725e-05 -4.50073e-05 -0.000478525 -0.000744355 -0.000209446 -0.000607903 -6.3041e-05 -0.000872316 4.94547e-07 -2.14668e-05 4.81273e-05 7.60528e-06 -3.2443e-05 0.000209862 6.79552e-05
internal_weight=0 3065 56 3035 3008 2985 2965 1024 176 151 70 50 81 848 60 1941 1916 182 158 135 109 82 46 1734 1707 812 784 760 381 336
internal_count=3121 3065 56 3035 3008 2985 2965 1024 176 151 70 50 81 848 60 1941 1916 182 158 135 109 82 46 1734 1707 812 784 760 381 336
is_linear=0
shrinkage=0.1


Tree=1372
num_leaves=31
num_cat=0
split_feature=33 401 402 401 402 403 0 0 403 133 0 133 403 160 1 12 479 480 50 474 157 51 473 152 482 484 471 475 2 2
split_gain=0.00113565 0.0011213 0.00127356 0.00645806 0.00324501 0.00153517 0.00876628 0.0102258 0.00351459 0.00181538 0.00534905 0.00377871 0.00198534 0.00138344 0.00672201 0.0066952 0.00245636 0.00263802 0.0017779 0.00161333 0.00547627 0.00363375 0.00306206 0.00209619 0.00199893 0.00276192 0.00200079 0.00285692 0.00273759 0.00865543
threshold=-0.044254999999999996 -0.47144999999999992 -0.45015499999999992 -1.0000000180025095e-35 -0.41906499999999997 -0.53960999999999981 -0.086409999999999987 -0.070499999999999993 -0.53101999999999994 0.26753000000000005 -0.078704999999999983 0.2590050000000001 -0.23730999999999999 -0.54200499999999985 0.083135000000000014 0.083985000000000018 0.10061500000000002 -0.088394999999999987 0.14602500000000004 0.10799000000000002 -0.067349999999999979 -0.057604999999999996 0.077695000000000014 0.083250000000000018 0.11816500000000001 0.23536000000000004 0.094575000000000006 0.068270000000000011 0.11389000000000002 0.11728500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 -8 -7 11 -11 12 -10 14 15 -14 17 -15 19 22 -21 -22 23 24 25 26 27 28 -19 -30
right_child=1 2 4 -5 5 8 7 -9 9 10 -12 -13 13 16 -16 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00071593671190467749 0.00063653964014654914 -0.0016595449252054095 0.001132302091922611 0.0005709475475466914 -0.0013134040085354909 -0.0011808361141727522 0.0024828550431670415 -0.00022149130718076022 -0.00095655539030717177 -0.0015892958626084561 0.00017877247644884682 0.0013361003114065776 -0.001607666309878585 0.00094443051192652559 0.0018102907604770737 0.0006172128793734469 -0.00083571735627224883 3.7116423637668892e-05 0.00080824899951739313 -0.0018962188158184292 -0.00067921906341022499 0.00099145153881577039 0.0011391519417014459 -0.00088035459255999225 0.00082989988066921284 -0.0010256565091872796 -0.00098049236306299776 0.00093841813122708118 -0.0012507866442524893 -3.9848005842551569e-05
leaf_weight=22 27 25 25 27 21 26 27 29 22 28 44 21 21 29 24 38 36 1950 26 20 30 23 23 28 28 27 21 32 71 350
leaf_count=22 27 25 25 27 21 26 27 29 22 28 44 21 21 29 24 38 36 1950 26 20 30 23 23 28 28 27 21 32 71 350
internal_value=0 -5.08248e-06 -1.07217e-05 -0.000501405 -2.2729e-06 -1.17435e-05 0.000428992 0.00108239 -2.33736e-05 -1.29676e-05 -0.00050881 -3.07807e-07 -1.03344e-05 -2.83828e-06 0.000399278 -0.000174693 -1.52272e-05 -4.11443e-06 -1.45776e-05 -2.27964e-05 -0.000486268 4.57889e-05 -9.42354e-06 -1.99609e-05 -1.02429e-05 -1.98406e-05 -8.63721e-06 -1.4409e-07 -1.28113e-05 -0.000244068
internal_weight=0 3099 3072 52 3020 2995 77 56 2918 2892 72 2820 2799 2777 83 59 2694 2658 2629 2603 73 53 2530 2507 2479 2451 2424 2403 2371 421
internal_count=3121 3099 3072 52 3020 2995 77 56 2918 2892 72 2820 2799 2777 83 59 2694 2658 2629 2603 73 53 2530 2507 2479 2451 2424 2403 2371 421
is_linear=0
shrinkage=0.1


Tree=1373
num_leaves=31
num_cat=0
split_feature=401 403 15 402 131 1212 1203 132 124 1201 1211 1213 2 12 0 1213 1213 399 132 1203 1211 1211 402 1208 2 1210 43 0 13 133
split_gain=0.0011516 0.00644559 0.00351424 0.00319391 0.00119612 0.00676228 0.0028732 0.00229981 0.00302111 0.00161138 0.00167217 0.00226451 0.0118462 0.0136791 0.0101163 0.00343613 0.00422179 0.00153993 0.00223665 0.00263099 0.00161098 0.00208038 0.00499425 0.00298594 0.0119378 0.0118079 0.00166011 0.00931422 0.0067715 0.00315292
threshold=-0.06959499999999999 -0.072624999999999981 0.096455000000000013 -0.43418999999999991 -0.076979999999999979 0.055770000000000007 -0.054459999999999988 -0.41127499999999995 -0.24044499999999999 -0.080364999999999978 0.11013500000000002 0.087530000000000011 0.084055000000000005 0.086210000000000023 -0.082974999999999979 0.085185000000000025 0.060985000000000004 0.10788500000000002 -0.096579999999999985 0.088155000000000011 0.088595000000000021 0.080695000000000003 0.2506000000000001 0.10383000000000002 0.090935000000000016 -0.13847499999999999 0.084740000000000024 -0.11991499999999998 -0.15714499999999998 0.09635500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -6 -8 -9 -10 11 15 -13 -14 -15 16 17 18 -11 20 21 22 23 25 -25 -20 -27 -28 -29 -30
right_child=3 2 -4 4 6 -7 7 8 9 10 -12 12 13 14 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 26 27 28 29 -31
leaf_value=0.0014647331251057261 -0.0010042269809673599 -0.0011797520983964204 0.00040261890662804948 0.0017398779174651613 -0.0010748939756304026 -0.0008007720380555838 0.00097660180041809022 -0.0012311458063777537 0.0007192407866128751 -0.00074639977219270639 -0.00067352922074811388 0.0024123454775690336 -0.0021876005531774592 0.0018320415298255872 -0.0007103495779025755 -0.00098538821394969197 0.0011398599404856215 0.00083723261542174789 0.0024266828177496795 0.00097122547266297737 -0.00083655362250283365 0.0010024751006858423 -0.0015571559679561429 -0.0023022174006327987 0.00085459252928241937 9.6277060735708414e-06 -0.0019466111131397814 0.001183072736209913 -0.00066079062390989366 0.00073627961333841093
leaf_weight=33 32 25 32 22 25 20 24 20 31 42 37 24 23 34 29 36 32 21 20 27 24 20 21 25 23 2249 29 37 84 20
leaf_count=33 32 25 32 22 25 20 24 20 31 42 37 24 23 34 29 36 32 21 20 27 24 20 21 25 23 2249 29 37 84 20
internal_value=0 0.000352513 -0.000291403 -1.04672e-05 1.36399e-07 0.000530045 -7.3902e-06 1.71198e-06 -6.33387e-06 2.1482e-06 -5.63264e-06 3.13054e-06 0.000447916 -0.000100297 0.000661735 -1.49235e-05 -1.85813e-06 -1.56867e-05 -2.25204e-05 -1.07318e-05 -2.11208e-05 -1.33794e-05 -2.14803e-05 -8.51318e-06 -0.000789579 6.85835e-06 -1.31485e-05 -0.000314464 2.1226e-05 -0.000392123
internal_weight=0 90 57 3031 2999 42 2957 2932 2908 2888 2857 2820 110 86 63 2710 2674 2642 2621 2579 2552 2528 2508 2487 48 2439 2419 170 141 104
internal_count=3121 90 57 3031 2999 42 2957 2932 2908 2888 2857 2820 110 86 63 2710 2674 2642 2621 2579 2552 2528 2508 2487 48 2439 2419 170 141 104
is_linear=0
shrinkage=0.1


Tree=1374
num_leaves=31
num_cat=0
split_feature=402 0 52 16 160 4 49 0 43 1 13 4 2 3 1 43 43 43 0 0 0 0 2 3 4 0 13 12 2 42
split_gain=0.00125864 0.00123026 0.00868236 0.010823 0.0198229 0.0046173 0.00379377 0.002872 0.0107755 0.00501482 0.00768076 0.00280432 0.00742433 0.00274052 0.00267243 0.00256365 0.00863727 0.00782763 0.00662961 0.00561127 0.00612713 0.00558287 0.0046245 0.00332751 0.00924207 0.0084518 0.00787329 0.00577152 0.00850197 0.00317543
threshold=0.31278000000000006 -0.15599999999999997 -0.080114999999999978 -0.095964999999999981 -1.0000000180025095e-35 -0.0052149999999999992 -0.058769999999999996 -0.14116499999999996 0.0010100000000000003 0.10557500000000002 -0.010384999999999998 0.41379000000000005 0.10644500000000001 -0.073309999999999986 0.11230000000000001 0.055925000000000009 0.060960000000000007 0.05259500000000001 -0.10151999999999999 -0.09595999999999999 -0.086234999999999992 -0.08317999999999999 0.087675000000000017 -0.074939999999999993 -0.068329999999999988 -0.073309999999999986 -0.039649999999999998 0.089795000000000014 0.097605000000000011 0.091205000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -5 -1 -4 8 9 10 13 12 -8 -3 -11 17 -17 -9 29 -20 22 -22 -21 27 -25 -26 -27 -23 -29 -18
right_child=-2 7 3 4 -6 -7 11 15 -10 14 -12 -13 -14 -15 -16 16 18 -19 19 20 21 23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.00010900015163665207 0.00077156917361121281 0.00031850700121140109 -0.0011583818461407315 -9.7117822068477322e-05 0.0037769969128421512 -0.0021026401865085411 -0.00015285216973097706 -2.3207073584555993e-05 -0.0025533810686846712 -0.0017730593304371553 0.0014771074462415917 -0.00019626938007866681 0.0022669611836872287 -0.0012988832386326976 -0.00017769900628731455 0.0018970057344192576 0.0017830427491947289 -0.0020100707141682507 -0.0012891637073634604 5.4598549931225457e-05 -0.0016563738389364022 0.0005339833614970103 0.0020425239834003148 0.0022936699900864845 0.0014683469948358835 0.00017547863668629103 -0.0022737445642373394 -0.0018247906005055441 0.00069009286642540257 0.00025091206904714148
leaf_weight=26 21 20 22 28 25 21 32 2315 21 21 35 59 21 22 21 29 31 20 34 22 22 41 25 21 25 35 21 41 20 24
leaf_count=26 21 20 22 28 25 21 32 2315 21 21 35 59 21 22 21 29 31 20 34 22 22 41 25 21 25 35 21 41 20 24
internal_value=0 -5.22676e-06 0.000215243 0.000520622 0.00173029 -0.000999775 4.21688e-05 -2.32274e-05 -0.000464953 -9.64072e-05 0.000383032 0.000277991 0.000805942 -0.000528697 -0.000975379 -5.41566e-07 0.000236444 -4.02252e-05 0.000103415 -7.77195e-05 7.31563e-05 -0.000142888 0.00111201 2.03315e-05 0.000424205 -6.04717e-05 -0.00074298 -0.000383542 -0.00100024 0.00111448
internal_weight=0 3100 234 187 53 47 134 2866 140 119 77 112 53 42 42 2726 391 2335 362 307 273 226 47 204 102 81 56 102 61 55
internal_count=3121 3100 234 187 53 47 134 2866 140 119 77 112 53 42 42 2726 391 2335 362 307 273 226 47 204 102 81 56 102 61 55
is_linear=0
shrinkage=0.1


Tree=1375
num_leaves=31
num_cat=0
split_feature=1213 1213 1212 0 484 158 403 15 15 4 4 132 130 13 0 133 12 3 13 2 13 132 16 131 399 13 1213 133 133 15
split_gain=0.00118469 0.00834891 0.00395964 0.0122401 0.00339693 0.00484822 0.00395054 0.0136845 0.00580911 0.00562516 0.00920837 0.00308865 0.00307207 0.00348615 0.00398295 0.00455823 0.00376708 0.00506909 0.00432251 0.00351167 0.00275874 0.00194903 0.00257765 0.00205571 0.00250824 0.00209119 0.00901215 0.025297 0.0159431 0.00883378
threshold=-0.020279999999999996 -0.012019999999999998 -0.014129999999999998 -0.086234999999999992 0.079595000000000013 0.10398500000000001 -0.070544999999999983 0.088345000000000021 0.086885000000000004 -0.086849999999999997 -0.080364999999999978 -0.43443999999999999 0.087665000000000007 -0.095304999999999987 -0.086834999999999982 -0.14032999999999998 0.087765000000000024 -0.078584999999999988 -0.011289999999999998 0.095545000000000005 -0.066634999999999986 -0.41094499999999995 0.67964000000000013 0.13834500000000002 -0.085049999999999987 -0.084154999999999994 0.04198000000000001 -0.040449999999999993 0.10722500000000001 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 8 9 -1 -11 -4 13 -8 20 -16 -17 18 -18 -19 -15 -13 23 24 -23 26 28 -28 29 -26
right_child=1 2 11 -5 -6 -7 12 -9 -10 10 -12 21 -14 14 15 16 17 19 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00056939812784548847 -0.0020110736204688217 0.0027517918177886718 -0.0012328343791956459 -0.00063077966561136045 0.0013087561334638547 -0.0012648960205260665 0.00072383658197294515 0.0026740596329685876 -0.0014225723486742939 0.0021677547982108082 -0.0005675335554406047 0.00094430169334546441 0.00086581286304863178 -0.0020671803620643915 0.0011816822749096902 0.00091863629641011359 -0.0023405139071299981 0.00066007528302078659 -0.00042207744336337784 -0.00083311917603298615 -0.00040623473760206255 -0.0011367208906449377 -0.0010545131158626951 0.00099655172103666704 -3.1631560851425607e-05 4.5046783274103274e-05 0.00031877194514891017 -0.004214855120517314 0.0023221904299808322 -0.0012540267434704936
leaf_weight=32 21 20 21 23 24 25 36 26 20 32 20 21 32 20 23 20 23 36 24 28 20 20 24 20 567 1798 32 20 27 66
leaf_count=32 21 20 21 23 24 25 36 26 20 32 20 21 32 20 23 20 23 36 24 28 20 20 24 20 567 1798 32 20 27 66
internal_value=0 -2.49924e-05 -9.30688e-06 0.000942509 0.000151881 8.52983e-05 0.000171408 0.000622083 0.000109089 0.000473771 0.00111572 -2.49522e-05 -5.22102e-05 -0.000179935 -0.000347645 -0.00011672 -0.000344684 -0.000572309 -0.00136089 6.80271e-06 -0.00123671 -1.51774e-05 -2.30053e-05 -1.3297e-05 -2.128e-05 -1.2392e-05 -0.000157441 -0.00142493 -5.75784e-05 -0.000159085
internal_weight=0 2680 2659 43 441 417 392 130 104 84 52 2616 262 230 194 154 131 111 47 64 40 2595 2574 2550 2530 2510 712 52 660 633
internal_count=3121 2680 2659 43 441 417 392 130 104 84 52 2616 262 230 194 154 131 111 47 64 40 2595 2574 2550 2530 2510 712 52 660 633
is_linear=0
shrinkage=0.1


Tree=1376
num_leaves=31
num_cat=0
split_feature=402 41 131 132 41 1 33 2 47 47 45 131 1203 131 4 132 159 2 133 3 13 13 3 12 160 160 40 40 2 151
split_gain=0.00108379 0.00112664 0.0028671 0.00515491 0.00382821 0.00713322 0.00216532 0.00208279 0.00147882 0.00269854 0.00256075 0.00157192 0.00299222 0.00166233 0.00391332 0.00205247 0.00259721 0.00313611 0.00255177 0.00234785 0.0110312 0.00456353 0.00438665 0.0157876 0.0272215 0.00819528 0.00537403 0.00902526 0.00451946 0.00442884
threshold=0.31278000000000006 0.07677500000000001 0.083410000000000026 0.082230000000000011 0.083975000000000008 0.080000000000000016 -0.009184999999999997 0.09580000000000001 0.14174500000000004 0.13148500000000005 0.094030000000000016 0.13857500000000003 -0.093454999999999996 0.12108000000000001 -0.064054999999999987 0.10027500000000002 0.099035000000000026 0.097385000000000013 0.11269500000000002 -0.017889999999999996 -0.13710499999999998 -0.10278499999999999 0.088060000000000013 -0.010834999999999999 -0.010514999999999998 0.10830500000000001 -0.0061149999999999998 -0.073884999999999992 1.0000000180025095e-35 -0.088279999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1 -6 9 10 11 12 -8 15 -15 19 17 18 -17 20 -14 -22 23 26 -25 28 27 29 -24 -21
right_child=-2 2 -4 -5 7 -7 8 -9 -10 -11 -12 -13 13 14 -16 16 -18 -19 -20 22 21 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.001007281568705697 0.00071597370163848002 -0.00032148252474144105 0.0013735503947827966 -0.0012750251643845569 0.00049509533405811957 0.002212268456351012 0.0012183984857983888 -0.00058434688148852911 -0.00079319556874300669 0.00089414015087778832 -0.0010662630418032085 -0.00086880304457043255 -0.0022778442191669127 0.001620013334322721 -0.00035819772456306968 -0.001479976770323923 -0.0014180522417353298 0.00074029160174541187 -9.9834274245753297e-05 0.0012266635993728415 0.0010738760310011236 -4.6813215224965963e-05 -0.001376462106127292 2.8958727489225568e-05 0.0039769332870961197 -0.0018510504002430634 -0.0012232108084329714 0.0017373919559759089 0.00018247238929242882 -0.00039336701436830618
leaf_weight=22 21 20 20 23 33 25 20 39 24 33 23 21 22 20 20 21 22 25 37 20 37 2023 20 40 31 24 30 32 265 108
leaf_count=22 21 20 20 23 33 25 20 39 24 33 23 21 22 20 20 21 22 25 37 20 37 2023 20 40 31 24 30 32 265 108
internal_value=0 -4.85015e-06 0.000253569 9.35721e-05 0.000362613 0.00108616 -1.89138e-05 -8.96025e-05 -1.14621e-05 -4.97916e-06 -1.535e-05 -6.83307e-06 -4.07308e-07 -9.1224e-06 0.000630908 -1.84083e-05 -0.000452031 -0.000195977 -0.000599541 -1.23998e-06 -5.04718e-05 -2.66843e-05 0.000178586 0.000480433 0.00175272 -7.6373e-05 4.99923e-06 0.000235289 7.30735e-05 -0.000140237
internal_weight=0 3100 160 140 117 45 2940 72 2918 2894 2861 2838 2817 2797 40 2757 105 83 58 2652 2082 2060 570 261 71 309 190 160 285 128
internal_count=3121 3100 160 140 117 45 2940 72 2918 2894 2861 2838 2817 2797 40 2757 105 83 58 2652 2082 2060 570 261 71 309 190 160 285 128
is_linear=0
shrinkage=0.1


Tree=1377
num_leaves=31
num_cat=0
split_feature=130 2 11 104 33 9 9 10 15 15 132 13 1204 483 393 1456 1456 15 15 2 15 402 4 0 483 43 12 479 43 15
split_gain=0.00109816 0.00269706 0.00208156 0.0026915 0.00262154 0.00157396 0.00434467 0.00400209 0.00119067 0.0083886 0.00730494 0.018721 0.0133886 0.00607209 0.00598698 0.00505607 0.00679614 0.00428377 0.0118942 0.00688289 0.00603681 0.0101014 0.00422113 0.00629229 0.00439349 0.00382564 0.00620189 0.00538454 0.00396923 0.00459772
threshold=-0.23123999999999997 0.31358000000000003 -0.072629999999999986 0.079665000000000014 -0.044254999999999996 0.092235000000000011 0.085355000000000014 0.10223 0.088235000000000022 0.088495000000000018 -0.083284999999999984 -0.013304999999999999 -0.068659999999999985 0.11494000000000001 0.10938000000000002 -0.15308499999999997 -0.063824999999999979 0.089485000000000023 0.089740000000000014 0.087245000000000003 0.090455000000000021 0.13924000000000003 -0.082594999999999988 -0.080434999999999993 -1.0000000180025095e-35 0.15359500000000004 0.090285000000000018 0.10061500000000002 -0.074974999999999986 0.097485000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 -7 14 -10 11 -11 -12 15 -6 -14 -17 19 -19 -18 -20 22 23 -22 -24 26 28 -28 -26 -30
right_child=1 -3 3 -5 5 7 -8 -9 9 10 12 -13 13 -15 -16 16 17 18 20 -21 21 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=0.00068843335346015092 0.001020971704274416 -0.00094867632413903882 0.0011470838972309138 -0.0010358855535741896 -1.8593788674986826e-05 0.0015935225744864773 -0.0013505373368388974 -0.00029679273914856217 0.0019922352841366896 -0.00088653488201089208 -0.002516846372080701 0.0033407653565518561 0.0016430298862923382 -0.0013879441358767509 -0.0016403630451785158 -0.0014018644976385988 -0.00020778597425669435 -0.0022204601605401628 0.0016397034973264315 0.0020750476169528807 -0.0017804802730679511 -0.0017662099791258307 0.0017823875468457118 0.00019051016095782754 0.0023482303645107009 -0.00093304968439042566 0.00028440784507669133 -0.0012449271470988887 0.0017470333481296189 -0.00029952547249748659
leaf_weight=23 20 30 20 25 2209 21 24 24 23 20 21 22 21 28 23 30 25 22 26 28 25 28 20 46 21 25 201 26 21 23
leaf_count=23 20 30 20 25 2209 21 24 24 23 20 21 22 21 28 23 30 25 22 26 28 25 28 20 46 21 25 201 26 21 23
internal_value=0 -5.11104e-06 4.11548e-06 -2.5568e-06 5.98875e-06 -1.61095e-06 -1.05404e-05 0.000585354 4.20678e-07 0.000114012 5.03901e-05 0.00132777 -3.38324e-05 5.08158e-05 -3.53056e-05 0.000119328 6.28948e-05 0.000144725 5.12615e-05 0.000998239 0.000159439 7.11661e-05 0.000197261 -0.000503501 0.000344899 0.000254205 0.000355854 0.000109242 0.0012171 0.000677241
internal_weight=0 3098 3068 3048 3023 3003 2958 45 2934 702 679 42 637 616 2232 588 567 537 484 53 462 436 408 71 337 317 292 227 65 44
internal_count=3121 3098 3068 3048 3023 3003 2958 45 2934 702 679 42 637 616 2232 588 567 537 484 53 462 436 408 71 337 317 292 227 65 44
is_linear=0
shrinkage=0.1


Tree=1378
num_leaves=31
num_cat=0
split_feature=402 9 8 33 9 11 41 40 11 41 9 47 47 44 31 133 2 41 474 472 1429 1429 51 49 1429 43 484 0 1 156
split_gain=0.00109445 0.00107203 0.0018519 0.0017619 0.00221142 0.00301952 0.00145021 0.00429374 0.00952255 0.00182969 0.00219521 0.00163485 0.00219039 0.00176962 0.00167525 0.00331174 0.00217692 0.00185763 0.00155517 0.00551313 0.00220378 0.00954707 0.00489168 0.00843714 0.00619384 0.00551791 0.00504186 0.00834472 0.00432252 0.00303607
threshold=0.31278000000000006 0.10860500000000002 0.089545000000000013 -0.012019999999999998 0.086220000000000005 -1.0000000180025095e-35 0.08690500000000001 -0.0061149999999999998 0.086080000000000018 0.081235000000000016 -0.087824999999999986 0.14174500000000004 0.13148500000000005 0.083555000000000018 -1.0000000180025095e-35 0.086910000000000015 -1.0000000180025095e-35 0.07677500000000001 0.11147000000000001 -0.058439999999999992 0.032755000000000006 0.08357500000000001 -0.085734999999999992 0.10969000000000002 0.083985000000000018 -0.065269999999999981 0.087020000000000014 -0.085544999999999982 0.083135000000000014 0.15608500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 9 -8 -9 10 -7 12 13 14 15 -12 -16 18 20 -20 29 -22 28 24 -24 26 27 -26 -23 -18
right_child=-2 -3 -4 4 -6 6 7 8 -10 -11 11 -13 -14 -15 16 -17 17 -19 19 -21 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00082620813135200971 0.00071948577055341704 -0.00068505181040128937 0.00089416476472726342 -0.001174977439752018 0.0008850998927040824 0.00080798596962157519 -0.0005035788796296151 0.0026752659707563 -0.0002792223741683605 -0.00087970367749221632 -0.0015745972495642491 -0.00085201286963875519 0.00080444304480668946 -0.00083621612597758381 0.0010170927138200827 0.00012317872994268935 -6.99547468925122e-06 0.00069867668018953227 -0.0006566763101348087 0.0013867130395092612 -0.0023492802389054783 0.0015113633154120682 0.0012479776064327989 -0.0022938822362838047 -0.000146440001712604 0.0006917930541870495 3.177991534090217e-05 -0.0028168220156803729 -9.2118456814205279e-05 0.0011732677167112177
leaf_weight=26 21 23 23 22 28 33 29 20 24 24 20 23 33 26 21 27 2337 37 23 31 21 29 26 21 22 30 34 25 40 22
leaf_count=26 21 23 23 22 28 33 29 20 24 24 20 23 33 26 21 27 2337 37 23 31 21 29 26 21 22 30 34 25 40 22
internal_value=0 -4.87394e-06 2.10264e-07 -6.5222e-06 5.16051e-07 -7.74006e-06 8.82911e-07 0.000441099 0.00106373 -1.01793e-05 -2.93578e-06 -1.2332e-05 -5.49566e-06 -1.50687e-05 -7.35005e-06 -0.000599279 2.8819e-06 -5.01226e-06 -1.47967e-05 0.000516381 -2.57993e-05 -0.000309363 -0.000120649 -0.000427418 -0.000141318 -0.000466738 -0.000895824 -0.00156686 0.000581809 4.01164e-06
internal_weight=0 3100 3077 3054 3028 3000 2978 73 44 2905 2881 2848 2825 2792 2766 47 2719 2698 2661 54 2607 248 227 158 137 111 81 47 69 2359
internal_count=3121 3100 3077 3054 3028 3000 2978 73 44 2905 2881 2848 2825 2792 2766 47 2719 2698 2661 54 2607 248 227 158 137 111 81 47 69 2359
is_linear=0
shrinkage=0.1


Tree=1379
num_leaves=31
num_cat=0
split_feature=448 475 52 147 447 0 34 1 11 10 9 2 9 10 40 10 3 13 3 16 16 1373 150 150 42 3 48 3 1 1
split_gain=0.00108337 0.00284313 0.00363313 0.00233576 0.00190188 0.0039295 0.00152211 0.00625845 0.0033976 0.00199837 0.00205203 0.0016622 0.00829403 0.00213402 0.00178302 0.00421084 0.00367162 0.00195151 0.0106082 0.00414414 0.00344611 0.00293215 0.00275876 0.00840284 0.00618259 0.00312994 0.0109008 0.00318298 0.00969057 0.00912403
threshold=-1.0000000180025095e-35 -0.080004999999999979 -0.14813999999999997 0.10479500000000001 0.09290000000000001 -0.081204999999999986 -0.057544999999999992 0.10089500000000001 -1.0000000180025095e-35 -0.0026549999999999994 -0.085744999999999988 -0.14451499999999998 0.086220000000000005 0.094860000000000014 -0.24290999999999999 -0.074314999999999978 -0.0063699999999999989 -0.17933499999999997 0.10893000000000001 0.064860000000000015 -0.076354999999999992 -1.0000000180025095e-35 0.11819500000000001 0.10921500000000002 0.087550000000000017 0.11924500000000002 0.13400000000000004 0.076840000000000006 0.10205500000000002 0.093890000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -4 7 -2 -8 10 -9 13 14 -10 -13 16 -16 18 -17 20 -20 -19 23 25 -24 27 -27 -23 29 -29
right_child=3 2 4 -5 -6 -7 8 9 11 -11 -12 12 -14 -15 15 17 -18 21 19 -21 -22 22 24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00075739813248880882 0.0019226973820921211 -0.0017070431291358547 -0.0011803656196256321 0.0010894440137781203 0.00044971484643736349 0.00046259459098412967 -0.0012752746520120475 -0.00037245473287475761 0.001309720801443539 -0.00085816289675200272 0.00086383320318920347 -0.00093484147451818001 -0.0020377655467018487 -2.8481246688618111e-05 0.001989403765182942 -0.0024373554183901953 7.3257065378129485e-05 -0.0011340116880918768 0.00012911912540752941 0.0012865708231748572 -0.0013886818044175882 1.2229827766023926e-05 0.0020245411253364928 -0.0019357029790130168 -0.00013966399216742227 -0.0025011306651867926 0.00080050192415001228 0.00044269066414382965 0.0019178913801119455 -0.0019030789606040344
leaf_weight=22 21 20 37 20 29 24 21 25 22 21 29 20 20 26 20 21 20 22 52 21 21 2317 22 22 33 20 20 97 36 20
leaf_count=22 21 20 37 20 29 24 21 25 22 21 29 20 20 26 20 21 20 22 52 21 21 2317 22 22 33 20 20 97 36 20
internal_value=0 -0.000280361 -0.000487913 1.23813e-05 -0.000216995 -0.000533955 5.1259e-06 0.000396823 -7.96249e-06 -3.04217e-05 0.000291478 1.36905e-06 -8.61941e-06 0.000584861 5.95779e-06 1.27653e-05 0.00103133 -2.19159e-06 -0.000405344 4.86156e-05 -0.000307509 1.55787e-05 2.53548e-05 1.01351e-05 0.000726018 2.71902e-05 -0.000850314 4.14008e-05 0.00048316 4.17044e-05
internal_weight=0 132 110 2989 90 61 2969 96 2873 75 54 2852 2804 48 2784 2764 40 2724 115 94 73 2609 2587 2532 55 2510 40 2470 153 117
internal_count=3121 132 110 2989 90 61 2969 96 2873 75 54 2852 2804 48 2784 2764 40 2724 115 94 73 2609 2587 2532 55 2510 40 2470 153 117
is_linear=0
shrinkage=0.1


Tree=1380
num_leaves=31
num_cat=0
split_feature=1429 156 474 474 1446 1419 1419 1420 471 1429 1429 157 157 157 1446 1371 12 1375 3 12 52 157 150 151 52 16 1455 1455 1447 15
split_gain=0.00111192 0.00270958 0.00496474 0.00329104 0.00533849 0.00240021 0.00216639 0.00521034 0.00204584 0.00213918 0.0038351 0.00198517 0.0105507 0.00647218 0.00366797 0.00341515 0.00671512 0.0035181 0.00566957 0.00697722 0.00227799 0.00224793 0.00318661 0.00275691 0.0042018 0.00235982 0.00402412 0.00459492 0.00415548 0.0133782
threshold=0.12521000000000002 0.3248100000000001 0.11568500000000002 0.10970500000000001 -0.093534999999999993 0.098075000000000009 0.086505000000000012 -0.085109999999999991 0.088635000000000005 0.093705000000000024 0.08759500000000002 -0.087424999999999989 -0.092234999999999998 -0.086649999999999991 0.11787500000000002 0.083235000000000017 0.087075000000000014 -0.068444999999999992 0.088060000000000013 0.084655000000000022 -0.56022499999999986 -0.083614999999999981 0.12706500000000001 0.092070000000000013 -0.031059999999999997 0.0028900000000000006 -0.092919999999999989 -0.018454999999999996 -0.085684999999999997 0.087065000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 9 10 11 12 -9 -13 15 17 -17 18 19 -15 -19 -22 23 25 -25 26 -23 -28 29 -29
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 -12 13 -14 14 -16 16 -18 20 -20 -21 21 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0016298174623807428 0.00074323580571217468 -0.0011368450398246447 0.0013284448775396284 -0.0010180304125242401 -0.0015423103870654648 -0.00083267309104225482 0.00077133382599438652 2.6454747407400399e-05 0.0010103524398437003 0.0010010678698087023 -0.0012208993542187204 0.0018092284561134877 -0.0024349517471689199 0.0027770800283178688 0.0013201128242404335 -0.0021657580401681898 0.00036314524366475997 0.00075771593194650982 -0.00052790474753988833 0.00019636874256486245 -0.001028760840232611 0.0011381443584634161 0.0011332525958399251 0.00034710986406675409 -0.0014849049519867668 -0.00019313795234306933 -0.0013506034437644606 -0.00024380469914978822 1.5133529976719781e-05 0.0029663149378029632
leaf_weight=20 20 21 28 32 22 35 36 102 20 21 26 20 21 20 21 21 21 38 23 22 22 33 24 21 31 542 24 37 1777 20
leaf_count=20 20 21 28 32 22 35 36 102 20 21 26 20 21 20 21 21 21 38 23 22 22 33 24 21 31 542 24 37 1777 20
internal_value=0 -4.79352e-06 2.92501e-06 -9.23572e-06 1.45349e-06 -9.40227e-06 3.15937e-07 -9.16055e-06 2.44223e-06 -4.54018e-06 -1.19086e-05 -8.40327e-07 -0.000393785 1.69485e-05 3.65758e-06 -6.67334e-06 -0.000901306 7.59188e-06 0.000734152 0.00142528 -1.07913e-05 -2.23296e-05 -1.35047e-05 -2.45801e-05 -0.000745053 -9.18154e-06 4.35442e-05 2.4103e-05 4.20926e-05 0.000882553
internal_weight=0 3101 3080 3052 3020 3000 2965 2929 2907 2887 2866 2840 123 2717 2697 2676 42 2634 65 42 2569 2531 2509 2485 52 2433 1891 1858 1834 57
internal_count=3121 3101 3080 3052 3020 3000 2965 2929 2907 2887 2866 2840 123 2717 2697 2676 42 2634 65 42 2569 2531 2509 2485 52 2433 1891 1858 1834 57
is_linear=0
shrinkage=0.1


Tree=1381
num_leaves=31
num_cat=0
split_feature=1428 473 471 475 470 475 156 154 0 2 52 51 0 16 1 1 133 151 0 16 13 13 3 1 16 0 39 1 1 1
split_gain=0.00116903 0.00701061 0.0023288 0.00232127 0.00341245 0.00205445 0.00312141 0.00213025 0.0020078 0.00977499 0.00578168 0.00427605 0.00325053 0.00985418 0.0192361 0.00446704 0.00813065 0.00323252 0.0077503 0.00270021 0.0025129 0.00878367 0.00754857 0.00563427 0.00319538 0.00462926 0.00300593 0.00507562 0.00517721 0.00807686
threshold=-0.071779999999999997 -0.072684999999999986 -0.083284999999999984 -0.50059999999999982 0.079700000000000007 0.058495000000000012 0.10011500000000002 0.085530000000000009 -0.15599999999999997 0.086100000000000024 -0.080114999999999978 0.090050000000000005 -0.14116499999999996 -0.10850999999999998 0.077565000000000009 0.10557500000000002 0.084655000000000022 -0.082829999999999973 -0.22491999999999998 -0.5315899999999999 -0.11122999999999998 -0.13710499999999998 0.10893000000000001 0.13842500000000005 0.24134000000000003 -0.04917499999999999 -0.020804999999999994 0.14804000000000003 0.13707500000000003 0.13471500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -7 8 9 -5 -11 17 13 14 -10 16 -15 -12 -19 -20 21 24 26 -24 25 -14 -22 28 29 -28
right_child=1 2 3 4 -6 6 -8 -9 12 10 11 -13 20 15 -16 -17 -18 18 19 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00056655458643540949 0.0018727787875104697 -0.0010080241198327554 0.0010757941266638228 0.0021980136717199158 -0.001306988365831785 0.001419105453631346 -0.00025698125922644981 -0.0010351785138482227 0.00072223214166505009 -0.0011930435332619855 0.0008509080458353334 0.0015946340937675399 0.00027652437927220793 0.0016173666326462161 -0.0032239172677509492 -0.00088851268124666861 -0.00077236454623440904 -0.0013296014322948298 -0.0003519615801494746 0.0010985770544996768 -0.0011155827824647227 0.0022272769696428441 -0.002512986570651438 -0.00019652893533930185 0.0013033002408337779 -0.00095427165165679843 -5.891608112459912e-06 0.0014264996359124782 -0.0011958792795970417 0.0019195629347285087
leaf_weight=36 20 23 20 24 20 25 20 20 21 31 39 22 120 35 30 28 24 38 21 33 24 22 21 21 20 41 2239 25 36 22
leaf_count=36 20 23 20 24 20 25 20 20 21 31 39 22 120 35 30 28 24 38 21 33 24 22 21 21 20 41 2239 25 36 22
internal_value=0 6.61134e-06 -5.56594e-06 2.01347e-06 -5.09296e-06 3.58056e-06 0.000674178 -6.62467e-06 3.79437e-07 0.000299867 5.22827e-05 0.000304604 -2.2447e-05 -0.000495347 -0.00159903 0.000151641 0.000645273 8.79573e-05 -0.000235467 0.000534479 2.74025e-06 0.000340512 -2.59732e-05 -0.00135476 0.000111181 -3.69082e-05 -2.18418e-06 9.32382e-06 -6.10038e-06 1.28435e-05
internal_weight=0 3085 3065 3042 3022 3002 45 2957 2937 208 184 153 2729 138 51 87 59 131 92 54 2591 203 2388 42 181 161 2346 2322 2297 2261
internal_count=3121 3085 3065 3042 3022 3002 45 2957 2937 208 184 153 2729 138 51 87 59 131 92 54 2591 203 2388 42 181 161 2346 2322 2297 2261
is_linear=0
shrinkage=0.1


Tree=1382
num_leaves=31
num_cat=0
split_feature=481 0 0 403 402 403 403 12 50 1456 474 483 160 483 158 0 159 52 106 160 484 52 0 40 2 0 0 0 480 13
split_gain=0.00106045 0.00546846 0.00920667 0.00435039 0.00833901 0.00518059 0.00308999 0.00207867 0.00166817 0.00193262 0.00279132 0.00252567 0.00308753 0.00193112 0.00221869 0.0102667 0.0101879 0.00527005 0.00317515 0.00199354 0.00194269 0.00578914 0.00188612 0.00177335 0.00211897 0.00185698 0.0298296 0.0109331 0.00435435 0.0043262
threshold=-0.087424999999999989 -0.082844999999999988 -0.086554999999999979 -0.5492149999999999 0.0043800000000000011 -0.53762499999999991 -0.52917499999999984 0.084405000000000022 -0.47313999999999995 0.088910000000000017 0.089745000000000019 0.097480000000000011 -0.081639999999999976 -0.42801499999999998 0.10667500000000002 -0.085669999999999982 0.10916000000000002 0.070205000000000017 0.088100000000000012 0.35004500000000011 -0.096419999999999992 -0.029369999999999997 -0.064339999999999994 -0.24134999999999998 0.31098000000000003 -0.085754999999999984 -0.086074999999999985 -0.085544999999999982 0.094265000000000002 -0.077799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -2 -5 -7 -1 -8 13 11 12 -11 -10 18 17 -17 -16 19 20 21 -15 -18 -22 25 26 28 -27 -25 -29
right_child=3 -3 -4 5 -6 6 8 -9 9 10 -12 -13 -14 14 15 16 22 -19 -20 -21 23 -23 -24 24 -26 27 -28 29 -30 -31
leaf_value=0.00064839465877689106 -0.0001432226784527302 0.00064585532056394429 -0.0024772447473167081 -0.0013123118357422452 0.0024549742284718725 0.0010733423694209369 0.00076674202656639486 -0.00072769060830718709 0.00081866717945527413 -0.00034798491706169445 0.00056467263440770855 0.00026968420192133638 -0.0017725959144219564 -0.00052757507434026112 -0.00042125988678890278 -0.0030911998307731536 0.00031235630856826904 0.0016122014109546748 0.0011165703396097972 -0.000941906328014077 0.00082428913939600968 0.0017688897468716555 -0.0010445559707780679 1.512136940124728e-05 -0.0008412387369511028 0.0023431957034128056 -0.0035817090756609105 0.00032652529568527535 -0.001407036613884636 -6.3927897331130394e-05
leaf_weight=23 30 38 23 30 21 27 28 21 29 32 22 20 29 21 25 21 20 26 26 22 26 23 21 1006 30 21 24 393 22 1021
leaf_count=23 30 38 23 30 21 27 28 21 29 32 22 20 29 21 25 21 20 26 26 22 26 23 21 1006 30 21 24 393 22 1021
internal_value=0 -0.000312405 -0.000855896 1.08762e-05 0.000926623 -4.87529e-06 8.48863e-06 -8.37331e-06 -1.39825e-06 -8.86628e-06 -0.000434217 -0.00070552 -0.00102526 6.91012e-06 -1.65645e-06 -0.000435558 -0.00130006 0.000615407 1.69511e-05 5.99281e-06 1.40538e-05 0.00067285 -0.000382648 2.65505e-06 -5.83223e-06 4.24505e-06 -9.66765e-05 7.82308e-05 -1.53139e-05 4.45927e-05
internal_weight=0 105 67 3016 51 2965 2935 44 2908 2880 103 81 61 2777 2748 113 62 51 2635 2609 2587 44 41 2543 2517 2487 1052 1435 1028 1414
internal_count=3121 105 67 3016 51 2965 2935 44 2908 2880 103 81 61 2777 2748 113 62 51 2635 2609 2587 44 41 2543 2517 2487 1052 1435 1028 1414
is_linear=0
shrinkage=0.1


Tree=1383
num_leaves=31
num_cat=0
split_feature=1213 403 13 403 403 403 2 1213 15 16 1213 1212 15 2 43 132 393 43 52 2 2 51 4 16 12 2 0 42 0 3
split_gain=0.00100258 0.00118212 0.00303493 0.00193335 0.00176334 0.00278609 0.00307627 0.00290225 0.00552089 0.00699897 0.00247679 0.00192059 0.0120451 0.0107353 0.00192856 0.0124284 0.0211258 0.0087293 0.00541661 0.00685367 0.017622 0.0147604 0.00898206 0.00578645 0.00710725 0.00603568 0.00843898 0.00772657 0.00541925 0.0111357
threshold=0.51370000000000016 0.50894000000000006 -0.0075049999999999987 0.4024950000000001 0.23383500000000004 0.10301500000000001 0.090425000000000019 -0.09280999999999999 0.084840000000000013 -0.080954999999999985 -0.087969999999999979 -0.063924999999999996 0.085315000000000016 0.085155000000000022 -0.011694999999999999 -0.083284999999999984 0.10992000000000002 -0.010344999999999998 0.0031350000000000002 0.097605000000000011 0.094835000000000017 0.045645000000000005 -0.068329999999999988 -0.093244999999999981 0.093105000000000007 0.085045000000000023 -0.086234999999999992 -0.0093649999999999983 0.12445000000000002 -0.24190499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 8 -1 -10 -9 12 -12 -14 15 -13 -17 -16 28 20 21 23 -21 -20 25 26 -25 -27 -19 -30
right_child=-2 2 -4 -5 -6 6 -8 10 9 -11 11 14 13 -15 17 16 -18 18 19 22 -22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=-0.00072249092831043525 0.00070574770797975366 0.0001066413690269281 -0.0014458044653292746 0.00075352566748145315 -0.00068168808317128243 -6.5097685105034292e-06 0.0013500553204721655 -0.00082774561420879576 0.0026012151646206067 7.6166356144391988e-05 -0.0014914232016529977 0.0019341146265266136 0.0031495084849302657 0.00011608188017687229 -0.0021003183030354031 4.3316934586673591e-05 -0.0032276849955087529 0.00013636477430731446 0.00071279376369884947 0.0015626336375550766 -0.0035487877018749712 -0.0024114075367282512 -0.00030871174267304018 -0.0012894027123773666 0.0012679178276448512 -0.0030856708972714845 0.001083831992300768 -0.00066813901005214303 0.00064184779213974255 -0.0026552032413227219
leaf_weight=20 20 34 20 34 38 35 32 38 21 23 21 34 20 28 22 1547 20 692 58 35 20 33 96 29 20 20 31 39 20 21
leaf_count=20 20 34 20 34 38 35 32 38 21 23 21 34 20 28 22 1547 20 692 58 35 20 33 96 29 20 20 31 39 20 21
internal_value=0 -4.55174e-06 -0.000468339 3.66765e-06 -4.79407e-06 3.85197e-06 0.000641402 -1.08371e-05 0.000655118 0.0012813 -2.58234e-05 -1.49635e-05 0.000506095 0.00138001 -2.80994e-05 4.26093e-05 1.56835e-06 -0.000127751 -8.87958e-05 -0.000394647 -0.000701666 -0.00045409 0.000191266 -0.000126215 -0.000476305 -0.000769451 -6.32314e-05 -0.00148764 7.01802e-05 -0.00104689
internal_weight=0 3101 54 3047 3013 2975 67 2908 64 44 2844 2806 69 48 2737 1601 1567 1136 1114 381 250 230 131 197 139 119 60 59 733 41
internal_count=3121 3101 54 3047 3013 2975 67 2908 64 44 2844 2806 69 48 2737 1601 1567 1136 1114 381 250 230 131 197 139 119 60 59 733 41
is_linear=0
shrinkage=0.1


Tree=1384
num_leaves=31
num_cat=0
split_feature=12 130 12 13 46 481 2 484 12 403 43 403 402 402 1212 1211 1212 1213 50 132 400 401 12 12 12 43 15 4 1 2
split_gain=0.00104296 0.00214167 0.00113485 0.00369166 0.00306977 0.00131213 0.00483953 0.00499954 0.00412431 0.00376783 0.00685469 0.002258 0.0015231 0.00141328 0.00183116 0.00280156 0.00257632 0.00833197 0.00196413 0.00841349 0.00874132 0.00473784 0.00302058 0.00342271 0.00727102 0.00346325 0.00382133 0.0111438 0.00435694 0.00945016
threshold=0.23631000000000002 -0.22562499999999999 0.12757000000000002 0.090705000000000008 -0.043074999999999995 -0.087424999999999989 0.085485000000000019 -0.09058999999999999 0.085495000000000015 -0.5492149999999999 -0.041049999999999996 -0.53762499999999991 0.27918000000000004 0.13775000000000001 0.13795000000000002 0.11986000000000001 0.11137000000000001 0.0036000000000000003 1.0000000180025095e-35 -0.083284999999999984 -0.054869999999999995 -1.0000000180025095e-35 0.10742000000000002 0.093765000000000015 0.091930000000000012 0.0034250000000000005 -0.09095499999999998 -0.0039549999999999993 0.08864000000000001 0.085235000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 8 -8 -6 10 -7 -11 13 14 15 16 18 -18 21 -20 -21 -13 23 24 25 26 27 -22 29 -28
right_child=-2 2 3 -5 5 9 7 -9 -10 11 -12 12 -14 -15 -16 -17 17 -19 19 20 22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00092680228466633706 -0.00067090809284506931 0.001088160900802065 0.00024036698895441887 -0.0013064818905183563 -0.0022254328351118606 -0.000275488575705542 -0.00052435649206592264 0.0012964898208156228 -0.00021891584619879723 -0.00089946831211753825 0.0020436271000653507 -0.0011543019046688354 0.00078007086319848904 -0.00082122640285108765 0.00093248782546392515 -0.0010184819253885912 0.0022595446463674305 -0.00056060454649427402 0.0021329120965674522 -0.0019585434150940274 0.0023416044134646655 -2.7843567962043198e-05 0.0012697907991726729 -0.00053310166404116897 0.0018186934904574797 0.0010982682958911028 -0.0015339444772332188 -0.00019069704116861288 0.00044181600053196969 0.00012641015640584493
leaf_weight=25 23 26 36 27 20 26 38 25 21 28 25 38 25 21 21 27 20 22 21 20 25 2143 24 68 27 32 57 57 67 86
leaf_count=25 23 26 36 27 20 26 38 25 21 28 25 38 25 21 21 27 20 22 21 20 25 2143 24 68 27 32 57 57 67 86
internal_value=0 4.98091e-06 -2.51845e-06 -0.000422568 6.27329e-06 -3.15334e-06 -0.000352108 0.000198202 -0.0011977 9.44778e-06 0.000861333 -5.90964e-06 3.02276e-06 -3.97515e-06 2.25435e-06 -4.89082e-06 5.21888e-06 0.000782324 -7.02818e-06 0.000175211 8.64168e-05 -4.74701e-05 0.00017874 0.000116246 0.000242045 0.000110658 2.42633e-06 0.000581346 -0.000223628 -0.00053541
internal_weight=0 3098 3073 63 3010 2984 104 63 41 2880 51 2829 2801 2776 2755 2734 2707 42 2665 484 463 2181 443 419 351 324 292 82 210 143
internal_count=3121 3098 3073 63 3010 2984 104 63 41 2880 51 2829 2801 2776 2755 2734 2707 42 2665 484 463 2181 443 419 351 324 292 82 210 143
is_linear=0
shrinkage=0.1


Tree=1385
num_leaves=31
num_cat=0
split_feature=130 42 1205 1208 2 1208 1211 1211 1211 393 1212 1212 403 15 403 1213 1213 400 1213 1213 1211 1210 1209 129 129 42 2 2 16 129
split_gain=0.00108353 0.00302514 0.00156691 0.00116284 0.00875128 0.00433972 0.00110801 0.00395499 0.00366273 0.00143424 0.00132009 0.00240727 0.00279734 0.00716732 0.00411172 0.00142434 0.0018089 0.00575522 0.00229372 0.00259294 0.00175785 0.00235165 0.00197189 0.00165597 0.00463707 0.00437792 0.00283205 0.00357993 0.00483043 0.00400913
threshold=-0.23647499999999996 0.15665000000000004 0.09993500000000001 0.10233500000000001 0.088745000000000004 0.089655000000000012 0.11789500000000001 0.13003000000000001 0.11088500000000003 0.13251500000000002 0.11579500000000002 0.10654500000000001 -0.5335399999999999 0.087575000000000014 -0.51931999999999989 0.12439000000000001 0.087530000000000011 -0.076444999999999985 0.085435000000000025 0.060985000000000004 0.087635000000000005 -0.091799999999999979 -0.090519999999999975 0.083780000000000007 0.086435000000000012 -0.16797499999999996 0.11177500000000001 0.098630000000000009 0.0013750000000000001 0.10327000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 8 -8 9 10 11 12 13 -2 -14 16 18 -18 19 20 21 -16 -23 25 -25 -24 27 28 29 -26
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 -12 -13 14 -15 15 -17 17 -19 -20 -21 -22 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.00073368611250771213 -0.00052870538255030467 0.0012008869166796408 -0.00088567543250974269 0.0018622899428009988 -0.00060234354249961845 -0.0014388070077291646 0.0013834984997326198 -0.00045156906708143651 -0.0011855568418888233 0.00085055468225618829 0.000611204244196415 -0.0010256130007885234 -0.0014398602343862876 0.0019701463621458969 -0.00091165310165298909 -0.00072360912087821852 0.0017393738317574997 -0.00030916636605979878 -0.00082160272234913846 0.00082510585703666475 0.00071828103219476452 0.00098300806980660131 -0.0015124858362833039 0.001499946330799363 0.00077582319067647301 -2.6488550377103817e-05 -0.00063896285976434866 0.0012031038921453399 -0.0012773872477776858 -0.00052925356471354875
leaf_weight=20 22 21 20 25 34 21 24 23 26 20 35 23 20 24 29 27 24 32 34 38 33 20 20 26 68 2277 43 33 23 36
leaf_count=20 22 21 20 25 34 21 24 23 26 20 35 23 20 24 29 27 24 32 34 38 33 20 20 26 68 2277 43 33 23 36
internal_value=0 4.73193e-06 -3.42367e-06 2.34268e-06 0.000441993 -6.30089e-06 3.79395e-06 0.000485487 -3.92495e-06 6.64348e-06 7.97192e-07 -6.69378e-06 1.59012e-06 0.000775043 -1.11942e-05 -8.52822e-07 6.27964e-06 0.000568779 -5.47409e-06 5.01283e-06 -6.93638e-06 -1.62304e-05 -6.03119e-06 -1.38621e-05 0.00024257 -3.94271e-05 8.15269e-05 0.000275159 3.40389e-05 0.000324066
internal_weight=0 3101 3080 3060 59 3001 2980 47 2933 2907 2887 2852 2829 46 2783 2763 2736 56 2680 2646 2608 2575 2546 2526 229 2297 203 160 127 104
internal_count=3121 3101 3080 3060 59 3001 2980 47 2933 2907 2887 2852 2829 46 2783 2763 2736 56 2680 2646 2608 2575 2546 2526 229 2297 203 160 127 104
is_linear=0
shrinkage=0.1


Tree=1386
num_leaves=31
num_cat=0
split_feature=401 0 1213 402 399 1211 12 1212 1212 393 2 4 403 12 403 1186 1186 16 33 3 3 3 151 0 133 0 51 1371 151 43
split_gain=0.0012003 0.00551124 0.00677369 0.00249318 0.00127005 0.00151969 0.0050671 0.00163476 0.00360086 0.00155509 0.00386908 0.00650577 0.00178476 0.00702967 0.00556625 0.00168734 0.00317857 0.00357139 0.00182238 0.00178987 0.00174372 0.00963147 0.00780476 0.00545325 0.00762669 0.00450565 0.00822114 0.00469511 0.00551013 0.00405441
threshold=-0.06959499999999999 -0.071719999999999992 -1.0000000180025095e-35 -0.43418999999999991 -0.087854999999999989 0.11013500000000002 0.091840000000000019 0.11579500000000002 0.10654500000000001 0.097165000000000015 0.084550000000000014 -0.081839999999999982 -0.53960999999999981 0.092355000000000007 -0.52800499999999995 0.090275000000000008 0.057025000000000006 -0.077074999999999991 -0.018454999999999996 -0.52915999999999996 -0.087429999999999994 -0.087129999999999985 -0.41619999999999996 0.10455500000000001 0.086910000000000015 0.047850000000000011 -0.12463499999999998 0.083235000000000017 -0.52488999999999986 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 7 -7 8 9 12 -11 -12 13 -6 -14 16 18 -18 -16 -20 22 -22 -21 25 -25 27 -27 28 -23 -24
right_child=3 -3 -4 4 5 6 -8 -9 -10 10 11 -13 14 -15 15 -17 17 -19 19 20 21 23 29 24 -26 26 -28 -29 -30 -31
leaf_value=0.0007285720396612306 -0.0008886912984962692 0.001494819986441269 -0.0014022971197846347 0.00066902092200637401 -0.00049114815824265992 -0.0016100766572534392 0.00056630406528711318 0.00070088729826789918 -0.0013441043956481736 0.0012234178913890252 -0.0013943945176751269 0.0010663273400582727 -0.0013134048884790956 0.0015432259561776213 0.00090540677351369113 0.0007039394727061418 -0.0018005640406738082 -4.720439644118485e-05 -0.00092804924712427668 0.0020822632990893908 -0.0022333606285974382 -0.0016586974856355006 -1.1259015905690654e-05 -0.0025702133507002145 4.9714163877069953e-05 -0.00036010077911550586 0.0023136264065017355 0.0011211349539059614 -2.9024541040039507e-05 0.00076954696071334185
leaf_weight=35 32 29 26 28 35 23 20 33 20 35 22 21 33 33 22 33 21 26 21 20 20 21 587 20 25 23 23 35 1724 75
leaf_count=35 32 29 26 28 35 23 20 33 20 35 22 21 33 33 22 33 21 26 21 20 20 21 587 20 25 23 23 35 1724 75
internal_value=0 0.00035989 -0.000179667 -1.06863e-05 -1.31775e-06 -7.63532e-06 -0.000597807 1.03182e-06 -6.94581e-06 2.35616e-06 0.000442767 -0.000192647 -9.92558e-06 0.000496122 -2.2535e-05 -6.73433e-06 -1.5541e-05 -0.00083062 -8.97021e-07 -8.58348e-06 -1.0791e-06 -5.05176e-05 0.000136 -2.71842e-05 -0.0011147 -3.8343e-07 0.000976763 -2.56355e-05 -4.86367e-05 7.72009e-05
internal_weight=0 90 61 3031 2999 2971 43 2928 2895 2875 78 43 2797 68 2729 2696 2663 47 2616 2594 2573 1891 682 1871 45 1826 46 1780 1745 662
internal_count=3121 90 61 3031 2999 2971 43 2928 2895 2875 78 43 2797 68 2729 2696 2663 47 2616 2594 2573 1891 682 1871 45 1826 46 1780 1745 662
is_linear=0
shrinkage=0.1


Tree=1387
num_leaves=31
num_cat=0
split_feature=401 33 120 12 9 3 1204 133 130 1212 3 132 133 4 4 4 0 47 13 133 3 49 474 3 51 157 157 15 49 43
split_gain=0.00106931 0.00101675 0.00141374 0.0024926 0.00140385 0.00724315 0.00130082 0.00230607 0.00770795 0.00638011 0.00457807 0.00709364 0.00246966 0.00183545 0.00824423 0.0035876 0.00890513 0.0109018 0.0115632 0.00445823 0.00548312 0.00284055 0.00522605 0.0156558 0.0218343 0.00739899 0.00735783 0.00540569 0.00515358 0.00463713
threshold=-0.47144999999999992 -0.012019999999999998 0.09852000000000001 0.22926500000000002 0.091600000000000015 -0.012304999999999998 0.057120000000000011 -0.42671999999999993 0.12303500000000002 0.058525000000000008 -0.067429999999999976 -1.0000000180025095e-35 -0.40071499999999999 0.076415000000000025 0.098655000000000007 0.042705000000000007 -0.080499999999999988 0.092165000000000011 -0.06884499999999999 0.090665000000000009 -0.078084999999999988 0.08610000000000001 0.083685000000000023 -0.086424999999999988 -0.085384999999999989 -1.0000000180025095e-35 -0.087534999999999988 -0.040804999999999994 0.084945000000000007 0.070450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 8 9 10 11 -3 -9 15 -15 21 17 18 -17 20 -18 28 25 -24 -25 26 -23 -27 29 -14
right_child=1 2 -4 -5 5 -7 -8 12 -10 -11 -12 -13 13 14 -16 16 19 -19 -20 -21 -22 22 23 24 -26 27 -28 -29 -30 -31
leaf_value=0.00062658929835177134 -0.00060533420556956648 -0.0018025411300186533 -0.00079873897114091314 0.0010663549505724487 -0.00052396053672834695 0.0019328583364507984 -0.00071491695147974852 -0.0010333292392412355 0.0022143219603458423 0.001511554289997245 0.00097844852600246688 0.00031996578064506814 -1.2013527829493898e-05 0.0016882560279389673 5.0864297214651815e-05 -0.0017675564287856105 -0.001666327308630571 -0.0029733041042927654 0.0010424507109241354 0.0010352032580780552 0.0005755904344065736 -3.0597797206913431e-05 -0.0013612865132190998 0.0044947958725970244 0.00039377855262844952 0.00010307451654322602 -0.0024711583646768263 0.0016960811759345234 -0.0014892271661083216 -0.00084776755125410316
leaf_weight=27 28 32 22 22 28 21 26 24 20 24 20 31 1754 33 451 32 20 25 27 38 24 30 21 20 37 144 21 25 25 69
leaf_count=27 28 32 22 22 28 21 26 24 20 24 20 31 1754 33 451 32 20 25 27 38 24 30 21 20 37 144 21 25 25 69
internal_value=0 -5.46797e-06 1.02642e-08 5.78309e-06 -1.93782e-06 0.000528962 -1.06879e-05 -4.47485e-06 0.000412365 7.55504e-05 -0.00033968 -0.000758133 -2.32474e-05 -1.45772e-05 0.000162505 -5.16479e-05 -0.000499535 -0.00122319 -0.000481621 0.000241773 -0.000443463 -1.70024e-05 0.000269501 0.000972804 0.00183273 2.01477e-05 -0.00103553 0.000338726 -6.32026e-05 -4.36466e-05
internal_weight=0 3094 3066 3044 3022 49 2973 2947 127 107 83 63 2820 2796 484 2312 166 84 59 82 44 2146 298 78 57 220 51 169 1848 1823
internal_count=3121 3094 3066 3044 3022 49 2973 2947 127 107 83 63 2820 2796 484 2312 166 84 59 82 44 2146 298 78 57 220 51 169 1848 1823
is_linear=0
shrinkage=0.1


Tree=1388
num_leaves=31
num_cat=0
split_feature=12 130 399 132 131 400 12 1213 1204 12 403 12 12 12 2 3 12 1210 52 12 12 2 2 3 51 1 2 2 1428 12
split_gain=0.00116773 0.00189622 0.00122545 0.00181833 0.00135191 0.00185506 0.0113199 0.00475846 0.00359467 0.0061957 0.00193818 0.00134116 0.00628789 0.00396278 0.0064676 0.00550027 0.00508752 0.00323878 0.00355727 0.00553103 0.00569009 0.00586159 0.00464559 0.00384371 0.00502743 0.00456384 0.0033186 0.00465257 0.003071 0.00506887
threshold=0.23631000000000002 -0.22562499999999999 -0.065739999999999979 -0.019049999999999997 0.13857500000000003 -0.082934999999999995 0.089300000000000004 0.087020000000000014 -0.080654999999999991 0.090455000000000021 -0.088999999999999982 0.097825000000000009 0.097325000000000009 0.10061500000000002 0.095195000000000016 -0.085114999999999982 0.10149500000000002 -0.062539999999999984 0.024145000000000003 0.10508500000000001 0.11734000000000001 0.089320000000000024 0.10731 -0.13309499999999996 -1.0000000180025095e-35 0.11588000000000001 0.11362000000000001 0.099515000000000006 -0.020064999999999996 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 10 9 -7 -4 12 28 14 -13 -16 -15 -18 23 -20 21 -21 -23 24 -19 26 27 -25 -10 -30
right_child=-2 2 4 -5 -6 8 -8 -9 11 -11 -12 13 -14 16 15 -17 17 18 19 20 -22 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.00087266054050996907 -0.00070990559989181552 -0.00026690498166515129 -5.6360534030578238e-05 0.00085417261744180758 -0.00081039413510422629 -9.5691425182546197e-06 0.002163149742409587 0.0010478136088931933 -0.00088072182766872609 -0.0021709016357947673 -0.0013272447232988531 0.00030022863806648689 0.0017916002182755621 0.0013865560914079348 -0.00057379724042090987 -0.002686734408648177 -0.0013544977578567343 -0.00079948016763886534 -0.00094456595588081446 -0.0001653571487986483 -0.00026879674181915246 0.0028425839110544377 0.00080595659147504541 -0.00020832414456704938 0.0011917731893845485 -0.0017650640638614144 0.00041188082308508457 -0.0020182378729805351 2.2189275069459529e-06 0.00095696825337016208
leaf_weight=25 23 23 21 39 21 36 27 20 38 21 28 33 20 24 28 22 20 21 26 20 39 24 21 49 32 27 40 20 2276 57
leaf_count=25 23 23 21 39 21 36 27 20 38 21 28 33 20 24 28 22 20 21 26 20 39 24 21 49 32 27 40 20 2276 57
internal_value=0 5.27044e-06 -1.7861e-06 0.000438289 -1.08478e-05 -5.23222e-06 0.000427238 -0.000252031 -1.95782e-05 -0.00080585 -0.00078258 -3.78069e-06 2.59147e-05 -0.000162977 -0.000786349 -0.00150349 -2.04433e-05 -0.000120054 -4.26593e-05 0.000359986 0.000686124 0.00125908 0.00189216 -0.000319611 0.000402786 -0.000601133 -0.00031282 -0.000732937 1.10207e-05 2.55454e-05
internal_weight=0 3098 3073 62 3011 2990 96 69 2894 57 49 2837 2391 446 83 50 363 339 319 130 104 65 45 189 53 136 109 69 2371 2333
internal_count=3121 3098 3073 62 3011 2990 96 69 2894 57 49 2837 2391 446 83 50 363 339 319 130 104 65 45 189 53 136 109 69 2371 2333
is_linear=0
shrinkage=0.1


Tree=1389
num_leaves=31
num_cat=0
split_feature=130 10 10 2 2 13 48 46 473 0 154 474 471 16 1375 1375 1447 403 1372 150 9 10 1427 124 474 474 474 3 12 472
split_gain=0.00116186 0.00281023 0.00410123 0.00259968 0.00195489 0.00295109 0.00286646 0.00229757 0.0020323 0.00234617 0.0015787 0.00280438 0.00347024 0.00206141 0.00933699 0.00927527 0.00597688 0.0156752 0.00579102 0.00493715 0.00433072 0.00804261 0.00377468 0.00335679 0.003486 0.0111224 0.00785571 0.00588329 0.00443996 0.00615338
threshold=-0.23647499999999996 -0.38124499999999995 -0.090429999999999996 0.31765000000000004 0.15609500000000001 -0.13710499999999998 0.15068000000000001 0.096120000000000011 0.084020000000000011 -0.24955499999999997 0.085530000000000009 -0.26322499999999993 -0.086614999999999984 -0.010264999999999998 -0.15308499999999997 -0.15308499999999997 -0.085684999999999997 -0.42244999999999994 -0.065504999999999994 0.10545000000000002 0.092235000000000011 -0.012054999999999998 0.088585000000000011 -0.087894999999999987 0.088335000000000011 0.085860000000000006 0.090440000000000006 0.11296500000000002 0.098150000000000015 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 7 8 9 -4 11 -11 -13 14 -14 -15 -17 -18 -16 23 21 -20 -23 -19 25 27 -26 -25 29 -28
right_child=1 2 4 -5 5 -7 -8 -9 -10 10 -12 12 13 15 18 16 17 19 20 -21 -22 22 -24 24 26 -27 28 -29 -30 -31
leaf_value=-0.00075974149629473694 5.0217886677100554e-05 -0.0010671690956466288 0.0007959734220561144 0.0016432594740763307 -0.00024470372125506406 0.0013850139477290214 -0.0010696542577352374 0.0009602478850865737 -0.00096000874923034155 -0.00094268911952895002 0.00085841599890651801 0.0012497834945944225 0.0016942367453713601 -0.0021570007496021309 -0.0015910934937313538 0.0012024452651348838 -0.0028980623978713993 0.0011355909141933635 -0.0018771857361901891 0.0011143361477747129 0.0013482353533618152 3.0874660796076585e-05 0.0014128526876447723 -0.00021052516005877261 0.0018813330841322359 -0.0021174802554135871 -0.0018955326895229519 0.001269175426568836 0.0012683763190926541 8.4269580061305062e-05
leaf_weight=20 21 36 37 20 20 25 25 25 22 32 21 22 34 22 22 35 20 21 22 34 25 1676 20 666 26 30 20 28 21 73
leaf_count=20 21 36 37 20 20 25 25 25 22 32 21 22 34 22 22 35 20 21 22 34 25 1676 20 666 26 30 20 28 21 73
internal_value=0 4.89997e-06 -6.11927e-06 0.000827311 6.51228e-06 0.000660695 -3.36964e-06 5.65444e-06 -2.49334e-06 4.75308e-06 -5.44732e-06 -1.18149e-05 -1.2405e-06 -1.10876e-05 5.28131e-05 -0.000126507 -8.06432e-05 -0.000128469 2.11936e-05 -6.81946e-05 4.15438e-05 2.2529e-05 4.71716e-05 -0.000113625 -0.000143988 -0.000232317 0.000312797 -0.000150825 -4.49392e-05 -0.000341494
internal_weight=0 3101 3060 41 3024 45 2979 2954 2929 2907 2870 2849 2817 2795 1799 996 974 939 1765 919 1743 1718 1696 885 864 724 140 694 114 93
internal_count=3121 3101 3060 41 3024 45 2979 2954 2929 2907 2870 2849 2817 2795 1799 996 974 939 1765 919 1743 1718 1696 885 864 724 140 694 114 93
is_linear=0
shrinkage=0.1


Tree=1390
num_leaves=31
num_cat=0
split_feature=9 33 40 120 33 9 2 2 40 49 9 3 45 11 12 11 2 11 16 51 0 129 402 43 1 48 151 131 16 52
split_gain=0.00123433 0.00111256 0.00123372 0.00328466 0.002045 0.0041074 0.00160785 0.00324094 0.00691426 0.00365568 0.00172862 0.00140679 0.00248433 0.00137072 0.00255741 0.00210722 0.00698026 0.00250439 0.0015363 0.0198994 0.00439955 0.00368368 0.00366503 0.00393563 0.00401482 0.00529859 0.00411989 0.00478896 0.00579971 0.00807008
threshold=0.10860500000000002 0.090175000000000019 -0.24290999999999999 0.093680000000000013 -0.012019999999999998 0.091600000000000015 -0.13033999999999998 -0.0091949999999999983 -0.0036699999999999992 -1.0000000180025095e-35 -0.036024999999999995 0.40411000000000002 0.094030000000000016 0.096435000000000007 0.10388500000000002 0.086080000000000018 0.11093500000000002 0.080705000000000013 -0.15241499999999997 0.081440000000000026 -0.23194499999999998 -0.08341999999999998 0.095140000000000016 -0.093959999999999988 0.11323000000000001 0.090390000000000012 -0.075199999999999989 0.083410000000000026 -0.51370499999999997 0.048520000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 8 9 -8 -9 12 13 15 -15 17 -17 18 19 22 -20 -22 23 -12 25 26 -25 28 -28 -30
right_child=-2 -3 3 -5 5 -7 7 10 -10 -11 11 -13 -14 14 -16 16 -18 -19 20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.00072952438773506373 -0.00072986918461063642 0.00068363292860643317 -0.00086921105997774895 0.0012829510518349708 0.00080924832242696234 0.0012564201982548605 -0.0010301800747402011 -0.00092306536855176098 -0.0022036395390473661 0.00076811597956783287 -0.00090075287872048862 0.00064927196517066267 -0.00093509986098589651 0.0014030642295256258 -0.00010103924074568427 -0.0014163097835150368 0.00065317316309249562 0.00083333959541837313 0.0015104792066267692 -0.0030339759298721736 0.0013392692492786972 8.7493305314467973e-06 -0.0012294610935813662 0.0020277528368751519 -0.00044736474704381728 -0.00085362295548503219 -0.00079321889773111887 0.0018555848679335961 0.0016073876361706822 -0.00033474632597062736
leaf_weight=23 23 24 27 20 24 26 20 20 21 26 34 34 28 20 26 39 28 37 20 23 21 2281 22 20 63 26 37 22 46 40
leaf_count=23 23 24 27 20 24 26 20 20 21 26 34 34 28 20 26 39 28 37 20 23 21 2281 22 20 63 26 37 22 46 40
internal_value=0 5.41864e-06 1.23543e-07 5.624e-06 -2.80442e-06 4.98286e-06 -5.94305e-06 -1.25661e-05 -0.000700135 -1.37519e-05 3.39059e-06 9.85349e-06 2.17956e-06 1.15356e-05 0.000552919 2.50933e-06 -0.000551451 1.62966e-05 4.91032e-06 -0.00019596 3.37173e-05 2.0887e-05 1.46029e-05 0.000109636 0.000244884 0.000473218 0.000682296 0.000496715 0.000253666 0.00070407
internal_weight=0 3098 3074 3051 3031 3004 2978 2954 67 46 2887 2867 2833 2805 46 2759 67 2692 2655 333 2322 2302 310 288 254 191 165 145 123 86
internal_count=3121 3098 3074 3051 3031 3004 2978 2954 67 46 2887 2867 2833 2805 46 2759 67 2692 2655 333 2322 2302 310 288 254 191 165 145 123 86
is_linear=0
shrinkage=0.1


Tree=1391
num_leaves=31
num_cat=0
split_feature=33 9 1 120 40 34 9 12 0 1420 16 15 0 16 2 2 1427 1454 0 1456 403 481 2 483 2 2 2 3 49 2
split_gain=0.0011683 0.00175114 0.00435963 0.00149486 0.00244204 0.00131473 0.00190095 0.00179647 0.00120282 0.00419751 0.0061747 0.00503279 0.0027247 0.00536977 0.00249782 0.00285172 0.00222394 0.00148344 0.00616689 0.00216962 0.00821518 0.00752813 0.00562113 0.0023939 0.00177242 0.0115944 0.00742737 0.0121194 0.00515097 0.00522031
threshold=-0.044254999999999996 0.091905000000000014 0.13332000000000002 0.093680000000000013 -0.24134999999999998 -0.097449999999999981 -0.093504999999999991 -0.23059999999999997 0.12500000000000003 0.056520000000000008 0.6352000000000001 -0.059484999999999989 0.10455500000000001 0.19444000000000003 0.11093500000000002 0.093680000000000013 0.094435000000000005 0.096235000000000015 -0.085669999999999982 0.091180000000000011 -0.56738999999999995 -0.077669999999999989 0.10327000000000001 -0.47181499999999993 0.097220000000000015 0.096540000000000015 0.098630000000000009 -0.073309999999999986 -0.15498999999999999 0.10252500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 -7 -8 9 10 12 -12 16 -14 15 -10 17 19 -19 20 -9 -21 -23 -22 25 -25 27 -26 -28 -30
right_child=1 2 -4 -5 5 6 7 8 14 -11 11 -13 13 -15 -16 -17 -18 18 -20 21 23 22 -24 24 26 -27 28 -29 29 -31
leaf_value=0.00072615700284421277 0.0010854861103802077 -0.0014992611446919351 0.00031497749344756208 -0.00079837788362056026 0.00081142977066519975 -0.00097371366340667006 0.00073819781096200611 -0.0018630164520194133 -0.00023825129416460791 -0.0014230834719325817 0.00012814323417842388 0.0022924440979425397 0.00044623170397244398 -0.0017332603832283687 -0.00058917344853398395 0.0012071456948223596 0.00099178863509388824 0.00057124656610070708 -0.001329328252483576 0.0021323481242385852 0.0010855631745653228 -0.0011668470204592898 0.00082695407139497909 1.1081078940481196e-05 -0.002864267973229289 0.0023206963934088976 -0.0013885321563325958 0.00039439462901403504 0.00075751064239140556 -0.00011251041717114143
leaf_weight=22 21 26 27 23 20 20 33 24 21 21 22 21 20 26 20 39 22 31 38 21 20 26 31 1808 25 22 28 21 79 543
leaf_count=22 21 26 27 23 20 20 33 24 21 21 22 21 20 26 20 39 22 31 38 21 20 26 31 1808 25 22 28 21 79 543
internal_value=0 -5.15504e-06 -0.000575026 4.76065e-06 1.08712e-05 3.3539e-06 -2.06579e-06 4.49497e-06 -3.7714e-06 -1.45098e-05 -4.05008e-06 0.00118513 -2.24108e-05 -0.000785655 0.000378649 0.000701257 -9.59254e-06 -1.77009e-05 -0.000475447 -5.77322e-06 -2.15425e-05 0.000513806 -8.24991e-05 -4.1838e-06 -1.2812e-05 3.88469e-05 -0.00014864 -0.00137662 -6.17365e-05 -2.00935e-06
internal_weight=0 3099 53 3046 3023 3002 2982 2962 2929 2849 2828 43 2785 46 80 60 2739 2717 69 2648 2570 78 57 2546 2526 1830 696 46 650 622
internal_count=3121 3099 53 3046 3023 3002 2982 2962 2929 2849 2828 43 2785 46 80 60 2739 2717 69 2648 2570 78 57 2546 2526 1830 696 46 650 622
is_linear=0
shrinkage=0.1


Tree=1392
num_leaves=31
num_cat=0
split_feature=123 376 9 34 34 40 11 9 9 124 120 40 2 133 133 133 1374 151 1 1 2 484 403 403 42 15 2 2 12 12
split_gain=0.000996934 0.00207577 0.00115131 0.0011917 0.00366526 0.00332681 0.00267057 0.00228793 0.00368747 0.00182816 0.00235176 0.00276239 0.0016265 0.00108014 0.0185625 0.00796652 0.00652569 0.00624413 0.00516555 0.016139 0.0100904 0.0161875 0.0229622 0.0128702 0.00649628 0.011238 0.00586465 0.00862317 0.00562844 0.0264559
threshold=0.13162000000000004 0.11283000000000001 0.10860500000000002 -0.057544999999999992 -0.084564999999999987 -0.07632499999999999 -1.0000000180025095e-35 0.092235000000000011 0.085355000000000014 -0.091229999999999992 0.091385000000000008 -0.24134999999999998 -1.0000000180025095e-35 0.085760000000000017 0.086085000000000009 0.08653000000000001 0.087855000000000016 -0.50641499999999995 0.090965000000000004 0.094090000000000021 0.08708500000000001 -0.081614999999999979 -0.5335399999999999 -0.45015499999999992 -0.0041849999999999986 -0.015039999999999998 0.089525000000000007 0.088555000000000009 0.090545000000000014 0.089210000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5 8 9 -8 11 -11 -13 17 -15 -16 18 -14 20 -20 21 -17 -23 -24 -25 -26 27 -22 29 -28
right_child=-2 -3 -4 6 -6 -7 7 -9 -10 10 -12 12 13 14 15 16 -18 -19 19 -21 26 22 23 24 25 -27 28 -29 -30 -31
leaf_value=0.00051775263688926194 -0.00070375618059188134 0.001020015177782625 -0.00072287720395252113 -0.0011319735486592566 0.0011320641678065767 -0.00095963393784451775 -0.0007883782594882209 0.00095231355307623736 -0.0012696139471423205 0.0011883154150564225 -0.0010709730582311751 0.00081193266250193126 -0.0016763176885433496 0.0030330402521593944 -0.0019008291552641563 -0.00086227752586924718 -0.0016246870350600643 -1.8977306205142156e-05 -0.0028013282571919262 0.00011381787996499922 -3.5644663587110499e-06 0.0040718125998628913 -0.0012360363752425959 0.00010082590388660522 0.00050216241756321069 0.0037017727402322322 9.7099653299665084e-05 -0.0018775559080814995 -6.9913537599250699e-05 0.0040812631568405778
leaf_weight=35 20 20 22 21 37 27 29 25 23 20 20 25 23 21 21 38 22 1955 24 91 73 27 24 23 21 23 100 37 254 20
leaf_count=35 20 20 22 21 37 27 29 25 23 20 20 25 23 21 21 38 22 1955 24 91 73 27 24 23 21 23 100 37 254 20
internal_value=0 4.5389e-06 -2.05297e-06 3.13112e-06 0.00034442 -0.000125625 -8.28361e-06 -2.54524e-07 -8.42686e-06 1.60679e-06 9.61153e-06 1.72159e-05 8.91614e-06 1.73866e-06 9.83138e-05 2.10841e-05 7.30277e-05 -3.82487e-05 0.000122498 -0.00049456 0.000233375 0.000932774 0.00151084 0.000750992 0.00146276 0.00217469 7.94921e-06 -0.000633907 0.00019673 0.000761127
internal_weight=0 3101 3081 3059 99 62 2960 2939 2914 2891 2862 2842 2822 2797 819 798 777 1978 755 115 640 156 118 91 67 44 484 110 374 120
internal_count=3121 3101 3081 3059 99 62 2960 2939 2914 2891 2862 2842 2822 2797 819 798 777 1978 755 115 640 156 118 91 67 44 484 110 374 120
is_linear=0
shrinkage=0.1


Tree=1393
num_leaves=31
num_cat=0
split_feature=130 42 1205 453 457 1375 42 457 43 457 1375 456 4 12 474 456 150 150 3 2 484 484 157 2 2 160 42 1456 3 13
split_gain=0.0012578 0.00297261 0.00139144 0.00106886 0.00192796 0.00130531 0.00524485 0.00398269 0.00629282 0.00185284 0.00226544 0.00188483 0.00566544 0.00659213 0.00377048 0.00195105 0.00315568 0.00297775 0.00496288 0.00808969 0.00320865 0.0270048 0.0184864 0.00604858 0.0084621 0.00338084 0.00363699 0.0130488 0.00475773 0.00242505
threshold=-0.23647499999999996 0.15665000000000004 0.09993500000000001 0.086430000000000021 -0.08798499999999998 0.084315000000000015 0.088380000000000014 -0.088204999999999992 -0.081289999999999987 0.41269500000000009 -0.16449999999999998 0.084065000000000015 -0.015039999999999998 0.083875000000000019 0.084075000000000011 0.041000000000000002 0.13086 0.10921500000000002 -0.13309499999999996 0.10644500000000001 0.087235000000000021 0.085790000000000019 -0.085709999999999995 0.11362000000000001 0.10402500000000002 -0.077609999999999985 0.087550000000000017 -0.0083149999999999977 -0.081574999999999995 -0.17933499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 9 7 -7 -9 10 -2 15 13 -13 -14 16 17 20 -19 -20 21 29 -22 24 25 26 27 -24 -29 -12
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 11 12 14 -15 -16 -17 -18 18 19 -21 22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00079048769373912364 -0.00079024845100421869 0.0011908228697610043 -0.00083437230787239977 -0.0003521367574908904 0.00083631868041359283 0.00022018792951712386 0.001033518024487421 -0.00025973148117570776 -0.0026851008852827366 0.00086268010875210173 -0.00044568796328936532 1.7472826654002783e-05 0.00032593220612912811 0.0024680352921638152 -0.0012313941747627477 -0.00094686728182502783 0.0012197592880554674 0.00069341311333118941 -0.0022282968981501955 0.00029632032700729644 0.0029906159771295889 -0.0033649767108727248 -0.0019751598641353971 -0.0010636950434090044 0.0021962785550082727 -0.00084121463543410904 0.001346135419757607 0.0018021419841366317 -6.6236465830694547e-06 2.903347554901022e-05
leaf_weight=20 36 21 20 21 39 24 20 23 20 25 113 21 53 23 22 22 21 20 30 22 24 24 24 39 21 33 26 26 33 2255
leaf_count=20 36 21 20 21 39 24 20 23 20 25 113 21 53 23 22 22 21 20 30 22 24 24 24 39 21 33 26 26 33 2255
internal_value=0 5.09828e-06 -2.98621e-06 2.44769e-06 0.000420359 -5.91054e-06 -0.000387597 -0.000811811 -0.00138781 5.48896e-06 -1.93132e-06 8.01939e-06 0.000397609 0.00129845 -0.000130884 -8.94409e-06 -1.33276e-06 -1.08654e-05 -0.0006453 -0.00116019 6.58271e-06 -2.74464e-05 0.000366749 5.50023e-05 0.000322666 4.55825e-05 0.000314062 -9.23766e-06 0.00079046 6.37996e-06
internal_weight=0 3101 3080 3060 60 3000 87 67 43 2913 2888 2852 119 44 75 2733 2711 2690 72 52 2618 2392 226 202 163 142 109 83 59 2368
internal_count=3121 3101 3080 3060 60 3000 87 67 43 2913 2888 2852 119 44 75 2733 2711 2690 72 52 2618 2392 226 202 163 142 109 83 59 2368
is_linear=0
shrinkage=0.1


Tree=1394
num_leaves=31
num_cat=0
split_feature=12 120 33 47 402 2 0 150 403 16 12 15 13 0 16 151 13 3 43 1429 12 12 16 12 133 3 52 16 12 16
split_gain=0.0012095 0.00193471 0.00198284 0.00134466 0.00511277 0.00505771 0.00349266 0.00345031 0.00344818 0.00353939 0.00481228 0.00677703 0.00377621 0.0037319 0.00322195 0.00269614 0.00812153 0.0105044 0.0170449 0.0155592 0.00259466 0.0199026 0.0221071 0.00945065 0.00914523 0.00989864 0.0129003 0.00641192 0.00549461 0.0113148
threshold=0.23631000000000002 0.093680000000000013 -0.012019999999999998 0.078875000000000015 0.088505000000000014 -1.0000000180025095e-35 -0.26343999999999995 1.0000000180025095e-35 -0.067394999999999983 -0.073404999999999984 0.089795000000000014 -0.23141499999999995 -0.083894999999999983 -0.09595999999999999 -0.042349999999999992 -0.089594999999999994 -0.086354999999999987 -0.086424999999999988 -0.085474999999999982 0.083715000000000026 0.089570000000000025 0.090165000000000009 -0.07550999999999998 0.088485000000000022 -0.14032999999999998 -0.082879999999999995 -1.0000000180025095e-35 -0.085589999999999986 0.091085000000000013 -0.040964999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 8 -7 10 11 -10 -13 -12 -11 16 -8 19 -19 -18 23 22 -22 -17 -25 -26 -27 -28 29 -23
right_child=-2 -3 3 4 -6 7 15 -9 9 14 13 12 -14 -15 -16 20 17 18 -20 -21 21 28 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.0008543589218148825 -0.00072249177053732721 0.00096194467817743625 0.0012636437335805525 0.0015312911226393899 0.0016542177202857355 -0.00088018884211230801 -0.0011992447920000325 -0.0011828077172496073 -0.0004077445725788889 -0.001053371607699303 -0.001169021354607222 0.00068293295754119762 0.002301924543023822 0.00067289022739383986 8.1980208847324428e-05 -6.0697790596175019e-05 0.0011136597748069713 0.004028373511246173 0.00050753799580640832 -0.0024871688068378718 0.00020427664955301831 -0.0001213570368814875 0.0041930601815693084 0.00080889176218382403 -0.0002277763909336904 -0.00010073078388813883 -0.0019171255624678453 -0.0044189750677019008 3.0820279074851952e-05 -0.0028988808696158233
leaf_weight=27 23 21 21 23 22 34 26 23 23 29 22 25 34 22 181 1338 30 20 44 20 33 55 24 24 45 20 20 21 851 20
leaf_count=27 23 21 21 23 22 34 26 23 23 29 22 25 34 22 181 1338 30 20 44 20 33 55 24 24 45 20 20 21 851 20
internal_value=0 5.36389e-06 -1.16461e-06 6.38826e-06 0.000168534 8.99642e-05 -2.08016e-05 5.61168e-06 7.94864e-05 0.000176596 0.000595601 0.0010483 0.00161591 -0.000248066 -7.48065e-05 -3.1212e-05 0.000395609 0.000759347 0.0016078 -0.000326672 -5.55918e-05 7.01428e-05 0.00188376 -0.000139786 -0.000953786 -0.00135288 -0.00218288 -0.00319856 -4.14948e-05 -0.00086203
internal_weight=0 3098 3077 3050 438 416 2612 393 370 336 126 82 59 44 210 2591 140 114 64 50 2451 983 57 1468 130 106 61 41 926 75
internal_count=3121 3098 3077 3050 438 416 2612 393 370 336 126 82 59 44 210 2591 140 114 64 50 2451 983 57 1468 130 106 61 41 926 75
is_linear=0
shrinkage=0.1


Tree=1395
num_leaves=31
num_cat=0
split_feature=33 9 3 40 10 15 10 3 16 13 13 1 52 123 30 34 12 12 160 47 38 3 133 45 1429 0 13 13 12 12
split_gain=0.00124352 0.00138519 0.00400065 0.00144183 0.00283424 0.00326005 0.00157621 0.00148633 0.00350017 0.00578417 0.00341413 0.0161393 0.00210986 0.00204907 0.00248366 0.00181894 0.00166507 0.00792289 0.00295404 0.00356087 0.00583893 0.00308371 0.00396554 0.00277945 0.00256567 0.00229506 0.00560177 0.00333864 0.00263479 0.00752514
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 -0.24290999999999999 -0.19927499999999995 -0.090644999999999989 -0.086389999999999981 0.30112000000000005 -0.08595499999999999 -0.47860499999999995 -0.17933499999999997 0.090475000000000014 -0.063789999999999986 -1.0000000180025095e-35 0.086065000000000016 -1.0000000180025095e-35 -0.010834999999999999 -0.040564999999999997 0.090980000000000019 0.10561500000000001 0.084835000000000008 -0.011549999999999998 0.084990000000000024 0.084355000000000013 -0.23587499999999997 0.12411500000000002 0.095710000000000017 0.016935000000000002 0.098150000000000015 0.097325000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -6 10 9 -9 11 -8 -10 -12 15 -15 17 18 19 20 21 -17 -23 24 -18 28 27 -27 29 -26
right_child=1 2 -4 4 6 -7 7 8 12 -11 13 -13 -14 14 -16 16 23 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0007491684127175673 -0.00078526302038327506 0.0005603296903982049 -0.0012159800309746061 0.001748805311508477 -0.00082703088688583157 3.5899979062378408e-05 0.00070067347260192045 -1.2873997911810875e-05 -0.00087472371136148783 0.0021902719300917607 0.00087242987748915629 -0.0029394721246457528 0.00042550512589514258 0.00093557817440125207 -0.00078523998701712132 0.00047541556304390981 -0.00106268191434951 -0.00206454003716565 0.0010587890580479457 0.0010188763164305351 -0.0018365764570341487 -6.4623985991941069e-05 -0.0017260469868779181 0.00098077589726623649 2.9782003396817245e-05 0.00076370191853216275 0.001624196634711552 -0.00098026330315801528 -0.0002266608177694902 0.0017107690205901034
leaf_weight=22 23 21 32 20 23 25 29 26 24 22 27 21 26 21 40 53 22 22 21 21 23 51 20 30 1948 21 30 23 407 27
leaf_count=22 23 21 32 20 23 25 29 26 24 22 27 21 26 21 40 53 22 22 21 21 23 51 20 30 1948 21 30 23 407 27
internal_value=0 -5.31839e-06 -0.000512159 3.50057e-06 9.50175e-06 0.000797191 -2.40088e-06 4.01756e-06 0.000386949 0.000996901 -9.11765e-06 -0.000828188 -0.000198605 5.47213e-06 -2.94797e-06 8.47235e-06 1.31192e-06 -0.000268483 -5.94181e-05 -0.000199194 -0.000373204 -0.000101772 -0.00053263 2.401e-05 1.24269e-05 2.20573e-05 0.000570508 -0.000147916 5.01896e-06 5.27626e-05
internal_weight=0 3099 53 3046 3023 45 2978 2955 98 48 2857 50 50 2807 2780 2740 2719 211 189 168 147 124 71 2508 2478 2456 74 44 2382 1975
internal_count=3121 3099 53 3046 3023 45 2978 2955 98 48 2857 50 50 2807 2780 2740 2719 211 189 168 147 124 71 2508 2478 2456 74 44 2382 1975
is_linear=0
shrinkage=0.1


Tree=1396
num_leaves=31
num_cat=0
split_feature=33 9 1 120 1 120 39 44 14 15 4 1429 471 475 295 96 12 40 1 39 49 2 4 16 16 16 16 12 483 159
split_gain=0.00100725 0.00112201 0.00410772 0.00127802 0.00218333 0.00168012 0.00264468 0.00155756 0.00184951 0.00429746 0.00198702 0.00198076 0.00224049 0.00280543 0.00160183 0.00359542 0.00207602 0.00745406 0.0167278 0.00383619 0.00319043 0.00295339 0.00264808 0.00289799 0.00213499 0.0206674 0.00496066 0.00976108 0.00439417 0.00932032
threshold=-0.044254999999999996 0.091905000000000014 0.13332000000000002 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.12081000000000001 0.10049500000000001 -0.23960999999999996 -0.41396999999999995 0.51164000000000009 -0.23587499999999997 0.10338500000000002 0.093020000000000005 0.084575000000000011 0.083725000000000008 -0.010834999999999999 -0.0036699999999999992 0.10727500000000002 0.085330000000000003 -0.08130999999999998 -0.080614999999999978 -0.0024449999999999997 -0.13941499999999998 0.0013750000000000001 -0.0007049999999999999 -0.0051099999999999991 0.086505000000000012 0.093585000000000015 -0.020314999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 8 9 10 -2 -10 13 14 15 16 17 19 -19 -13 -21 -18 -22 -24 25 26 28 -28 -23 -30
right_child=1 2 -4 -5 -6 -7 -8 -9 11 -11 -12 12 -14 -15 -16 -17 21 18 -20 20 22 24 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0006742515963031276 0.00053633243245106621 -0.0013580782862845809 0.00040296461924703588 -0.00073945687719337327 0.0010249009311553978 -0.00091179582290351396 0.00088473305915131814 -0.00080460462971435249 -0.0010013822895416525 0.0016305668613589978 -0.00057593121891841292 0.0008655255156694554 -0.00103172531151878 0.0011049258239401517 -0.00087412623577706879 0.001196346008218825 0.0012290947850851809 -0.0034206316386189428 0.00043637228056626475 -0.0010690674732258131 0.00073657779039682024 1.8946157921419436e-05 0.00018571940514341219 -0.00099590274505317227 -0.00014718667582268885 0.0029198471186682585 -0.0025445848618718715 0.00012903977876703722 -0.00038101846779075763 0.0017204055127323322
leaf_weight=22 36 26 27 23 21 20 34 24 20 23 29 39 21 23 21 25 20 22 23 36 35 1651 51 35 646 25 22 36 39 46
leaf_count=22 36 26 27 23 21 20 34 24 20 23 29 39 21 23 21 25 20 22 23 36 35 1651 51 35 646 25 22 36 39 46
internal_value=0 -4.78655e-06 -0.000460943 3.15051e-06 8.80052e-06 1.69255e-06 7.81924e-06 -2.29442e-06 4.29089e-06 0.000455784 4.00917e-05 -9.71878e-06 -2.67571e-06 5.05597e-06 -4.06994e-06 2.57171e-06 -8.37633e-06 -0.000288601 -0.00144927 -2.21205e-05 -0.000242619 1.88004e-05 3.26708e-06 -0.000295173 8.9806e-06 6.44419e-05 2.46508e-05 -0.000885094 5.50455e-05 0.000756223
internal_weight=0 3099 53 3046 3023 3002 2982 2948 2924 88 65 2836 2816 2795 2772 2751 2726 241 45 196 157 2485 121 86 2465 1819 1794 58 1736 85
internal_count=3121 3099 53 3046 3023 3002 2982 2948 2924 88 65 2836 2816 2795 2772 2751 2726 241 45 196 157 2485 121 86 2465 1819 1794 58 1736 85
is_linear=0
shrinkage=0.1


Tree=1397
num_leaves=31
num_cat=0
split_feature=367 12 130 448 52 457 448 2 11 33 1 2 2 13 123 376 13 13 42 43 1375 1374 1429 49 1429 49 1420 474 1429 474
split_gain=0.00111539 0.00261666 0.00168104 0.00140709 0.00220267 0.00292196 0.00283365 0.00159634 0.00171956 0.00164966 0.00164346 0.00165826 0.00616123 0.0039126 0.00159473 0.00338098 0.00300349 0.00487458 0.00281365 0.0030861 0.00178118 0.00274115 0.00197469 0.0111066 0.0100404 0.0370329 0.00496361 0.00347699 0.00680795 0.00568945
threshold=-0.0098099999999999975 0.23631000000000002 -0.22562499999999999 -1.0000000180025095e-35 -0.088614999999999985 0.079590000000000008 -0.079499999999999987 0.31098000000000003 -0.011194999999999998 0.085305000000000006 0.14860500000000001 -0.080614999999999978 -0.15339499999999998 -0.013634999999999998 0.084880000000000025 0.081970000000000015 -0.073839999999999975 -0.0051199999999999987 0.093655000000000002 -0.074974999999999986 -0.24467499999999998 -0.096434999999999979 0.083985000000000018 0.10299000000000001 0.052280000000000007 -0.0087849999999999977 -0.051294999999999993 0.087035000000000015 0.091545000000000015 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 8 -5 10 11 12 13 -10 15 20 18 -18 -16 -20 -13 -22 24 26 -23 -26 -24 29 -29 -28
right_child=1 -3 3 7 6 -7 -8 -9 9 -11 -12 14 -14 -15 16 -17 17 -19 19 -21 21 22 23 -25 25 -27 27 28 -30 -31
leaf_value=0.00054578674096626711 0.00081791417114436625 -0.0010932437363821506 -6.9948369526259962e-05 0.00085911598289385444 0.00065119622009141107 -0.0017190615677629304 -0.00053729875734016461 -0.00071705490350723274 0.00091747056248095763 -0.00070484989191754721 -0.00074512108445300585 0.00083982448044340487 0.0019844070036197084 -0.00095905402069911363 -0.0018056077620713042 0.00096657099386088935 0.00089181787947094761 -0.00078332122648134834 0.00053855606587603687 -0.0011599221565436735 -0.00094231239898363124 2.3731011819222559e-05 -0.0010000830250455216 0.0020949020025242742 0.0010200022039218591 -0.0047036226033560528 7.5833594382856983e-05 -0.0012815620637654018 0.00077134965087420182 0.002194138329720036
leaf_weight=37 25 22 21 24 35 22 47 30 20 32 28 26 20 25 20 38 38 32 20 23 30 2274 38 30 26 20 32 30 35 21
leaf_count=37 25 22 21 24 35 22 47 30 20 32 28 26 20 25 20 38 38 32 20 23 30 2274 38 30 26 20 32 30 35 21
internal_value=0 -6.54802e-06 1.25972e-06 -5.46282e-06 -0.000333996 -0.000913681 -3.00143e-05 8.63972e-06 1.61938e-05 9.11537e-06 1.71999e-05 2.48286e-05 0.000524018 -0.000125043 1.29561e-05 3.02329e-05 -0.000324785 0.00012604 -0.000825702 -0.000369932 1.6345e-05 7.90237e-06 1.92776e-05 0.000332784 -5.85693e-06 -0.00146853 -6.08461e-06 0.000314017 -0.000176148 0.000915162
internal_weight=0 3084 3062 3037 125 43 82 2912 2882 2858 2826 2798 65 45 2733 2600 133 70 63 43 2562 2536 2506 186 2320 46 156 118 65 53
internal_count=3121 3084 3062 3037 125 43 82 2912 2882 2858 2826 2798 65 45 2733 2600 133 70 63 43 2562 2536 2506 186 2320 46 156 118 65 53
is_linear=0
shrinkage=0.1


Tree=1398
num_leaves=31
num_cat=0
split_feature=130 121 33 9 16 124 40 0 11 475 475 11 11 472 399 132 1201 475 2 2 475 2 475 475 13 51 1 475 157 133
split_gain=0.00121264 0.00284283 0.00245358 0.00127866 0.00730038 0.00111997 0.00169191 0.00141338 0.00140301 0.00229512 0.00584971 0.0021468 0.00546252 0.00286107 0.00245984 0.00337038 0.00221637 0.00182272 0.0106015 0.0101109 0.006211 0.00708266 0.00786246 0.00233676 0.00648562 0.00831978 0.00453575 0.00407375 0.00405475 0.00495305
threshold=-0.23647499999999996 -0.088279999999999983 -0.012019999999999998 0.091600000000000015 -0.42170999999999997 -0.19228999999999999 0.10611000000000002 0.22582000000000002 0.094350000000000003 -0.49729499999999999 -0.24039999999999997 0.088065000000000018 0.086080000000000018 -0.086459999999999981 -0.065739999999999979 -0.0044849999999999985 -0.081779999999999978 -0.085774999999999976 0.086950000000000013 0.087995000000000004 -0.083449999999999983 0.087625000000000022 -0.084394999999999984 -0.010194999999999997 -0.082904999999999993 -0.070119999999999974 0.086720000000000005 -1.0000000180025095e-35 -0.06482499999999998 0.087170000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 8 9 -7 -11 12 13 -12 15 16 -15 18 -16 -20 21 -19 -23 24 25 -22 -27 -25 29 -26
right_child=1 2 3 4 -6 6 -8 -9 -10 10 11 -13 -14 14 17 -17 -18 20 19 -21 23 22 -24 27 28 26 -28 -29 -30 -31
leaf_value=-0.00077616676979232581 0.0010670633162371814 -0.00095270711161127254 -0.00074957167322281754 -0.00088722006396644508 0.0015110734904495379 0.0010325586390016336 0.00091792237246409066 -0.00084274159686174247 0.00048771554038153385 -0.0014297366652091773 0.00097301889648709536 0.00095997149448679851 -0.0016568539920262992 0.00077947798949342393 0.001031552310732584 0.0016813022032147276 -0.00065990415490887241 0.001847922883615339 -0.0030805006448645146 -0.00031500446060911207 -0.0028842121316120031 -0.0011012280771629539 0.0015147322800476105 0.0013453128456603737 5.3167439011089947e-06 -0.0015366008959244938 0.00050246036068225905 -2.1931094269359287e-05 -0.00084761016898685028 0.0017955445966435946
leaf_weight=20 25 27 20 22 30 21 20 20 58 29 30 23 20 23 31 20 20 38 20 39 20 27 20 22 68 20 24 2308 36 20
leaf_count=20 25 27 20 22 30 21 20 20 58 29 30 23 20 23 31 20 20 38 20 39 20 27 20 22 68 20 24 2308 36 20
internal_value=0 5.00592e-06 -3.62589e-06 4.77857e-06 0.000496411 -3.75159e-06 1.25896e-06 -4.94099e-06 7.64153e-07 -9.04591e-06 -1.66994e-05 -2.21441e-06 -1.01012e-05 1.72045e-06 -8.85246e-06 0.000608825 0.000109998 -2.33024e-05 -0.000465745 -0.00125246 -8.00472e-06 0.000832736 1.19465e-05 -3.63856e-05 -0.000375525 -0.00119308 -0.000424386 -9.02149e-06 4.64392e-05 0.000412187
internal_weight=0 3101 3076 3049 52 2997 2977 2957 2937 2879 2858 2829 2806 2786 2756 63 43 2693 90 59 2603 85 47 2518 188 64 44 2330 124 88
internal_count=3121 3101 3076 3049 52 2997 2977 2957 2937 2879 2858 2829 2806 2786 2756 63 43 2693 90 59 2603 85 47 2518 188 64 44 2330 124 88
is_linear=0
shrinkage=0.1


Tree=1399
num_leaves=31
num_cat=0
split_feature=151 130 121 33 9 10 393 132 403 130 2 1204 1203 1201 1204 1176 1186 0 3 0 43 0 51 0 1 2 0 52 0 4
split_gain=0.00113906 0.000988037 0.00265356 0.00196627 0.00105733 0.00649486 0.00114053 0.00623379 0.0209894 0.0195013 0.00296273 0.0020863 0.00449288 0.00197554 0.001905 0.00208758 0.0038597 0.00158662 0.00183005 0.00462482 0.00708984 0.00358077 0.00563961 0.00378335 0.00329442 0.00648593 0.00414373 0.0127652 0.0105323 0.00643936
threshold=-0.5666199999999999 -0.22699999999999995 -0.088279999999999983 -0.012019999999999998 0.091600000000000015 0.09216000000000002 0.085435000000000011 -0.083284999999999984 -0.084674999999999986 -0.066019999999999981 0.088300000000000003 0.058775000000000008 -1.0000000180025095e-35 -0.080364999999999978 -0.079179999999999987 0.085295000000000024 0.057025000000000006 0.22582000000000002 -0.090569999999999984 0.10455500000000001 -0.053764999999999993 0.047850000000000011 -0.12463499999999998 1.0000000180025095e-35 0.093205000000000024 0.10527500000000002 -0.053834999999999994 0.0046550000000000003 -0.069444999999999993 0.057560000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 11 8 -8 10 -9 12 -5 -14 -15 16 17 18 24 21 -21 23 -23 -20 26 -26 28 -28 29 -16
right_child=1 2 3 4 5 -7 7 9 -10 -11 -12 -13 13 14 15 -17 -18 -19 19 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00073400192805344157 -0.0006188345110366265 0.001070308002754641 -0.00085743646163286436 0.0013480636921788878 0.001860424494370818 -0.00043676445886831061 -0.00073358345336880756 0.0012463853749282222 0.0034632567908953536 -0.0029680687576183122 -9.4227346562547612e-05 -0.001039285198203288 0.00073158428884412654 -0.00062910078394332167 0.00019013235963252813 0.00085117845446802676 -0.0010757954819460532 -0.00090604608034482224 -3.3445544170502959e-05 6.6724249278195206e-05 -0.0024593115023162685 -0.00026604523781039146 0.0019484537808634546 -0.0011130200522584898 -0.0013870118705027207 0.00014353809419183315 -0.00010400455280700151 0.00298740410997363 -0.0020437190658412875 0.0019344706632419611
leaf_weight=21 26 23 27 24 20 32 26 34 22 20 32 20 34 53 265 27 35 20 1990 25 20 23 23 33 37 110 34 22 20 23
leaf_count=21 26 23 27 24 20 32 26 34 22 20 32 20 34 53 265 27 35 20 1990 25 20 23 23 33 37 110 34 22 20 23
internal_value=0 -4.97227e-06 2.19794e-07 -7.84708e-06 -2.61459e-07 0.00044677 -8.083e-06 0.000277007 0.00118997 -0.000232553 0.000596391 -2.15439e-05 -1.43208e-05 -2.60234e-05 -3.53563e-05 -2.37314e-05 -3.25458e-05 -1.8741e-05 -1.19806e-05 -5.30317e-05 -0.00105596 -3.12184e-05 0.000841204 -5.1056e-05 0.000157847 -0.000241702 0.000319204 0.00111048 0.000175336 0.000329437
internal_weight=0 3100 3074 3051 3024 52 2972 134 48 86 66 2838 2818 2794 2760 2707 2680 2645 2625 2114 45 2069 46 2023 511 147 364 56 308 288
internal_count=3121 3100 3074 3051 3024 52 2972 134 48 86 66 2838 2818 2794 2760 2707 2680 2645 2625 2114 45 2069 46 2023 511 147 364 56 308 288
is_linear=0
shrinkage=0.1


Tree=1400
num_leaves=31
num_cat=0
split_feature=33 9 3 34 34 33 9 3 13 2 2 151 52 15 3 49 1452 150 0 0 4 51 456 49 51 457 3 150 42 16
split_gain=0.0010815 0.00122995 0.00362222 0.00131616 0.00195171 0.00254095 0.00178189 0.00156616 0.00470023 0.00326494 0.00277531 0.00340509 0.00254008 0.00275187 0.00226308 0.00618948 0.00268551 0.00197955 0.00618809 0.00445721 0.0139337 0.00613619 0.00399249 0.00321064 0.00295731 0.00252879 0.00240305 0.00220908 0.00973265 0.0176933
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 -0.097449999999999981 -0.084564999999999987 0.078905000000000017 -0.036024999999999995 0.14121000000000003 -0.17933499999999997 0.10613000000000002 0.14122000000000004 -0.0033899999999999994 -0.037344999999999996 -0.40580499999999992 0.11924500000000002 -1.0000000180025095e-35 0.11609000000000001 0.10921500000000002 -0.18113999999999997 -0.18901999999999997 0.076415000000000025 0.088210000000000011 0.092340000000000019 -0.0083799999999999986 -0.089864999999999987 1.0000000180025095e-35 -0.083654999999999993 0.087675000000000017 0.083715000000000026 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 -8 -9 11 -11 -12 -14 16 -16 17 19 -19 20 21 24 27 -24 -10 26 -20 -21 -29 -30
right_child=1 2 -4 4 5 -7 7 9 14 10 12 -13 13 -15 15 -17 -18 18 25 22 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.00069865972565656361 0.00081190425436943785 0.00053795015431075757 -0.0011522607324877755 -0.00084840030047214708 -0.00069210699356689646 0.0010526632773689927 -0.0013237146039803823 0.0014773072709517909 0.00016210548734913271 0.00069770528221159206 -0.00020854437910020355 -0.00086184713346440164 0.00027083106161583041 0.0019098390918225053 0.00066507544950582091 -0.001638240913390681 0.00097131397653419261 -0.0020040875399718063 -0.0013809946301626044 -8.0059677112198834e-06 0.0028362252653333481 0.001497541003918741 -0.0018466961000480559 -7.6330534939188523e-05 -0.001347274053725414 0.00053026288696855772 7.700819696765393e-05 -0.0012076556790046968 0.0027804093523600111 -0.00028272620141003493
leaf_weight=22 20 21 32 27 37 23 27 21 27 21 25 42 21 20 20 28 29 20 20 2340 23 20 21 20 25 40 26 26 33 44
leaf_count=22 20 21 32 27 37 23 27 21 27 21 25 42 21 20 20 28 29 20 20 2340 23 20 21 20 25 40 26 26 33 44
internal_value=0 -4.95984e-06 -0.000482555 3.35025e-06 -1.9938e-06 5.6264e-06 -2.46562e-06 6.2165e-06 -1.07128e-05 0.000320989 0.000132751 -0.000341996 0.000585919 0.00107035 2.12247e-06 -0.000678526 1.41605e-05 3.82249e-06 -0.000419707 2.12301e-05 0.000693463 8.96968e-06 -4.47934e-06 -0.000983103 -0.000563558 -5.12461e-05 -0.000556906 1.19446e-05 0.000465189 0.00103005
internal_weight=0 3099 53 3046 3026 2999 2976 2939 2789 150 129 63 66 41 2762 48 2714 2685 106 2579 95 72 2484 41 52 86 46 2443 103 77
internal_count=3121 3099 53 3046 3026 2999 2976 2939 2789 150 129 63 66 41 2762 48 2714 2685 106 2579 95 72 2484 41 52 86 46 2443 103 77
is_linear=0
shrinkage=0.1


Tree=1401
num_leaves=31
num_cat=0
split_feature=132 132 16 131 12 131 43 131 2 131 1 1212 402 1212 3 1213 401 15 402 1208 16 1208 1212 12 1212 1209 402 52 132 132
split_gain=0.000987786 0.00306507 0.00221207 0.00157748 0.00288769 0.00207607 0.00225129 0.00198632 0.00444671 0.00383208 0.00575207 0.00441102 0.00415719 0.00197815 0.00438447 0.00238826 0.00240194 0.00636952 0.00381043 0.00200711 0.00668333 0.0057371 0.00184612 0.0038692 0.00371377 0.00250218 0.00241043 0.00570463 0.00216451 0.00433088
threshold=-0.44750499999999993 -0.41127499999999995 0.67964000000000013 0.12108000000000001 0.095330000000000012 0.11495000000000001 -0.070064999999999975 0.10954500000000002 0.087545000000000026 0.099565000000000015 0.095025000000000012 0.08468500000000001 0.31278000000000006 0.12799000000000002 -0.07793499999999999 0.39818500000000007 -0.06959499999999999 0.096455000000000013 -0.26548499999999992 0.10233500000000001 -0.078464999999999993 0.086590000000000014 0.094820000000000002 0.090285000000000018 0.091685000000000016 0.087170000000000011 -0.031734999999999992 0.084240000000000023 0.090050000000000005 0.093160000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 7 -7 9 -9 12 11 -11 13 15 -15 16 17 -3 -18 21 -21 22 24 -24 25 26 27 -20 -28 -30
right_child=1 2 -4 4 -6 6 -8 8 -10 10 -12 -13 -14 14 -16 -17 18 -19 19 20 -22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.00052078776285876909 0.0012100796292846402 -0.0004177897599385522 -0.00088693776210025787 0.0012100661270475635 -0.00015557062251900789 -0.0011526633355970262 0.0001798411584570117 0.0015959361354665209 -0.00039661877640139126 -0.0025648674834519627 0.00035403143182130797 -0.00046462417823931899 0.0014510698668891565 0.00031191612715306491 -0.00166273216759278 0.00098789542727172378 -0.0012345567480660975 0.0020479743118630724 0.00035550178878981134 0.0019460414137159076 -0.00060821096150903036 -0.0016512795230872663 -0.0011563483404759794 0.00036887619685801147 0.0013794007338583469 0.00098718171625827942 3.4360248225631655e-05 -0.0019241392856375094 -0.0012825890352312281 5.3863009327584734e-05
leaf_weight=36 21 22 28 30 32 32 21 24 21 20 28 20 20 23 22 25 25 20 23 21 20 21 39 29 20 26 2326 21 38 67
leaf_count=36 21 22 28 30 32 32 21 24 21 20 28 20 20 23 22 25 25 20 23 21 20 21 39 29 20 26 2326 21 38 67
internal_value=0 6.07727e-06 -2.17471e-06 5.98516e-06 0.000505221 -4.42258e-06 -0.00062469 6.83184e-06 0.000666077 -3.4832e-06 -0.000745249 -0.00151475 1.44798e-05 4.17427e-06 -0.000653467 1.49631e-05 6.01418e-06 0.000756384 -5.76292e-06 5.8251e-06 0.000700065 -5.08058e-06 8.27213e-06 -0.000505885 2.21407e-05 1.1287e-05 1.03515e-06 -0.000732509 1.4312e-05 -0.000429805
internal_weight=0 3085 3064 3036 62 2974 53 2921 45 2876 68 40 2808 2788 45 2743 2718 42 2676 2651 41 2610 2589 68 2521 2501 2475 44 2431 105
internal_count=3121 3085 3064 3036 62 2974 53 2921 45 2876 68 40 2808 2788 45 2743 2718 42 2676 2651 41 2610 2589 68 2521 2501 2475 44 2431 105
is_linear=0
shrinkage=0.1


Tree=1402
num_leaves=31
num_cat=0
split_feature=367 40 130 39 128 130 1204 133 130 2 43 1210 1210 12 46 447 133 2 2 2 12 12 2 130 16 16 14 0 13 2
split_gain=0.000992198 0.00248695 0.00260978 0.00235053 0.00164438 0.00152359 0.00239371 0.00236123 0.00214843 0.00501416 0.00189715 0.00202668 0.00195304 0.00166049 0.00382089 0.00218151 0.00183047 0.00149931 0.00596861 0.00413174 0.011374 0.0142319 0.00479368 0.00390327 0.00333067 0.0197934 0.00538582 0.00625025 0.00426555 0.00380258
threshold=-0.0098099999999999975 -0.24290999999999999 -0.22229499999999999 -0.020804999999999994 0.13051500000000002 0.12884500000000002 0.057120000000000011 -0.54084999999999994 0.10923000000000001 0.097385000000000013 -0.52440999999999993 -0.42132499999999995 -0.14310999999999999 0.12757000000000002 -0.043074999999999995 0.094580000000000011 0.032270000000000007 0.10060500000000001 0.10222000000000002 0.097220000000000015 0.097325000000000009 0.090345000000000023 0.096540000000000015 0.096010000000000012 -0.18708499999999997 -0.36241499999999999 0.062655000000000016 -0.23091999999999999 -0.096404999999999991 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5 10 -10 -9 -12 -13 14 -14 17 -15 19 -19 22 21 -21 23 24 25 -16 27 -26 -29 -30
right_child=1 2 3 4 -6 -7 -8 8 9 -11 11 12 13 16 15 -17 -18 18 -20 20 -22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=0.00051476451319743054 -0.0009995118505321443 0.0010406331083989548 -0.0010867892391979695 0.00089222709206735785 0.00088270245386021489 -0.0006916062571690418 0.0010413411147469148 -0.00078200613516533088 -0.0018252545321870242 0.00031197805301812686 0.00098329521327589968 -0.00083375934461530829 0.0012713793665170671 -0.0013108097482472658 -4.5600772136822346e-05 -0.00092576462618308144 1.1031609557738359e-05 0.0014727543293702183 7.4704954410069431e-05 1.4001381044325077e-05 0.0014095678035664606 -0.0028482934074418155 0.0015023059522112211 0.00088292729243279449 0.001787010274711065 -0.0032603170244494156 -0.001190021520675588 0.00075515909776273371 -2.4941900327013247e-06 -0.0010286804566291992
leaf_weight=37 25 24 20 29 21 32 22 31 21 23 21 28 24 20 148 25 22 32 668 38 20 32 21 47 20 22 37 73 1501 37
leaf_count=37 25 24 20 29 21 32 22 31 21 23 21 28 24 20 148 25 22 32 668 38 20 32 21 47 20 22 37 73 1501 37
internal_value=0 -6.17584e-06 1.9423e-06 -6.2714e-06 8.96213e-07 -5.2888e-06 2.12584e-06 -5.6506e-06 -1.45955e-05 -0.000708065 -3.95274e-06 4.55207e-06 -2.74938e-06 5.59948e-06 1.51473e-05 4.06694e-06 -0.000618417 1.26893e-05 0.000138616 -3.14733e-05 -0.000693578 -0.00129448 -2.09241e-07 -1.69481e-05 -3.99591e-05 -0.000461623 3.01623e-06 3.00808e-05 8.26919e-06 -2.71814e-05
internal_weight=0 3084 3059 3035 3015 2994 2962 2940 2911 44 2867 2836 2815 2787 2745 2721 42 2696 700 1996 90 70 1906 1885 1838 170 1668 1631 1611 1538
internal_count=3121 3084 3059 3035 3015 2994 2962 2940 2911 44 2867 2836 2815 2787 2745 2721 42 2696 700 1996 90 70 1906 1885 1838 170 1668 1631 1611 1538
is_linear=0
shrinkage=0.1


Tree=1403
num_leaves=31
num_cat=0
split_feature=130 40 374 39 39 13 39 39 123 15 15 123 30 33 34 39 39 12 16 376 9 10 46 472 1425 156 2 474 51 4
split_gain=0.00105867 0.00424018 0.00122798 0.00119912 0.00335438 0.001642 0.0013264 0.00233107 0.00167907 0.00273914 0.00247492 0.00212748 0.00188636 0.00301172 0.00253436 0.00244219 0.00364732 0.00472409 0.0193563 0.00305588 0.00279884 0.00387876 0.00183255 0.00234245 0.00168582 0.00194048 0.005621 0.00455074 0.00463927 0.00210939
threshold=-0.22461999999999996 -0.23755499999999996 0.092550000000000007 0.11536 0.10940500000000002 -0.071554999999999994 0.10484500000000001 0.096775000000000014 0.089155000000000012 -0.14147499999999996 -0.072289999999999979 0.087590000000000015 0.086815000000000017 0.085305000000000006 -0.057544999999999992 0.085815000000000016 0.0046100000000000004 -1.0000000180025095e-35 -0.052894999999999991 0.080200000000000007 0.092235000000000011 -0.010699999999999999 0.10253500000000002 0.094800000000000009 0.10129000000000002 0.11182500000000002 0.11474000000000002 -0.082254999999999981 -0.09798999999999998 0.51164000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 7 8 11 -10 -11 12 13 14 -3 16 17 18 -16 -17 21 -19 23 24 25 29 27 -27 -29 -23
right_child=1 2 -4 5 -6 -7 -8 -9 9 10 -12 -13 -14 -15 15 19 -18 20 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00057222641585212846 0.0014572595353820363 0.00092114167215687963 0.00072441353733428636 0.00018714849604293705 0.0011298226297815116 -0.00099920228905310592 -0.00078457506712187428 0.00078353245704862722 -0.0013644169686206928 0.00063274046638980516 -0.00080462630848278827 0.00099964979149046412 0.00082123169537495679 -0.0011113133351318537 0.00078319057938642806 -0.001629166326130785 0.0010381495483064403 -0.0013016071909552685 -0.0028170608448687875 5.7313788089562547e-05 0.0011503629247835349 -1.5133114207484214e-05 -0.00095063690881943327 0.0010883071459829809 -0.00074336169171147055 0.001089612154940439 0.0018987139691099793 0.00046599355595059355 -0.0015652203082699209 0.0010161628527566792
leaf_weight=32 20 29 23 20 26 28 22 37 24 25 23 21 27 25 32 21 33 23 28 22 21 2377 20 20 30 26 21 22 23 20
leaf_count=32 20 29 23 20 26 28 22 37 24 25 23 21 27 25 32 21 33 23 28 22 21 2377 20 20 30 26 21 22 23 20
internal_value=0 5.92788e-06 -3.53013e-06 -9.02675e-06 -1.08766e-06 -0.000504889 -1.09812e-05 -5.21204e-06 -1.52304e-05 -0.000492138 -5.59978e-05 -3.14408e-06 -1.06117e-05 -1.86531e-05 -8.78446e-06 -1.86303e-05 -6.70509e-06 -1.9653e-05 -0.000896927 -0.000766316 5.68481e-07 -8.78306e-06 2.83669e-06 1.03473e-05 1.78868e-06 1.077e-05 0.000461464 3.63621e-05 -0.000572182 -6.52823e-06
internal_weight=0 3089 3069 3046 2998 48 2972 2950 2913 72 48 2841 2820 2793 2768 2739 2696 2663 60 43 2603 2582 2559 2539 2519 2489 92 71 45 2397
internal_count=3121 3089 3069 3046 2998 48 2972 2950 2913 72 48 2841 2820 2793 2768 2739 2696 2663 60 43 2603 2582 2559 2539 2519 2489 92 71 45 2397
is_linear=0
shrinkage=0.1


Tree=1404
num_leaves=31
num_cat=0
split_feature=484 1451 1420 157 1453 1455 483 1453 1453 1453 1455 1455 2 1454 158 1454 481 2 2 1446 480 403 4 16 0 1 130 1213 1211 42
split_gain=0.0009252 0.0010438 0.00204491 0.00352906 0.00154619 0.00226017 0.00259704 0.00201224 0.00165454 0.00226389 0.00175423 0.00593843 0.00538582 0.00307703 0.00186093 0.00173982 0.0035501 0.00194769 0.00843392 0.00714082 0.00990747 0.00962293 0.0041185 0.0059141 0.00589348 0.0132984 0.00417948 0.0044955 0.00684553 0.00460207
threshold=-0.52850499999999989 0.088880000000000015 0.056520000000000008 0.63397500000000007 -0.087504999999999986 -0.24112999999999998 -0.47356499999999996 -0.081719999999999973 -0.077384999999999995 -0.044999999999999991 -0.037084999999999993 -0.088559999999999986 0.085045000000000023 0.10725000000000003 0.11399500000000001 0.098995000000000014 -0.16223499999999996 0.084855000000000014 0.084655000000000022 0.083715000000000026 0.086995000000000017 -0.54448499999999989 -0.14098499999999997 0.033715000000000009 -0.10324499999999999 0.096325000000000008 0.0029050000000000005 0.0036000000000000003 0.082210000000000019 0.11551500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 -9 -10 11 12 -11 14 15 16 -12 18 19 21 -21 -18 23 -23 25 -24 27 29 -29 -26
right_child=1 -3 -4 -5 5 6 7 8 9 10 13 -13 -14 -15 -16 -17 17 -19 -20 20 -22 22 24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00067796429328154779 -0.00068428240783484373 0.00057254758212366141 -0.00098496706202803636 0.0013292140088742601 0.0009914689601156052 -0.0010396937296415368 0.00074782702803430671 -0.00078358716844512089 0.00089768805711563406 -0.0013258486113045366 -0.0013336749782320112 0.0016867334542509456 0.00088688694469800052 -0.0011227418689522893 -0.00070328135135289474 0.00083176774065941571 -0.0019018945570748588 -5.6237437748376146e-05 0.0016936436120004424 0.0026906748603020489 -7.8168816565136838e-05 -0.0021557145356200635 0.0026281131258844561 6.428851241556307e-05 -4.1203072995267578e-05 -0.00014286127731983746 0.0010100628531654365 -6.3439649416179199e-05 -0.0022188874820763568 0.00099378713788068353
leaf_weight=20 33 32 21 20 23 24 36 27 28 22 20 26 22 25 38 25 26 1795 33 24 28 20 29 30 500 43 40 41 23 47
leaf_count=20 33 32 21 20 23 24 36 27 28 22 20 26 22 25 38 25 26 1795 33 24 28 20 29 30 500 43 40 41 23 47
internal_value=0 4.37254e-06 -1.55173e-06 5.22377e-06 -3.52121e-06 3.97966e-06 -3.66242e-06 4.77203e-06 -4.41409e-06 2.878e-06 -5.89158e-06 0.000488542 -0.000219481 -1.83101e-05 -8.3134e-06 1.38146e-06 -6.31015e-06 3.59925e-06 0.0001251 6.42754e-05 0.00119976 -9.62342e-06 5.40235e-05 -0.000823713 0.000114724 0.000973226 1.9775e-05 -4.50556e-05 -0.000838054 4.77266e-05
internal_weight=0 3101 3069 3048 3028 2995 2972 2948 2912 2885 2857 70 44 2787 2762 2724 2699 2679 884 851 52 799 773 50 723 72 651 611 64 547
internal_count=3121 3101 3069 3048 3028 2995 2972 2948 2912 2885 2857 70 44 2787 2762 2724 2699 2679 884 851 52 799 773 50 723 72 651 611 64 547
is_linear=0
shrinkage=0.1


Tree=1405
num_leaves=31
num_cat=0
split_feature=1428 473 471 475 470 475 156 154 0 1 447 147 40 120 33 147 447 16 10 16 12 4 456 156 156 157 133 1371 9 16
split_gain=0.000944181 0.00587105 0.00181714 0.0018384 0.00217974 0.00163501 0.00226811 0.00189986 0.00124731 0.0085992 0.00184297 0.00235556 0.00187834 0.00292516 0.00183142 0.00152497 0.00196546 0.00193584 0.00408192 0.00501286 0.00830036 0.0029281 0.00294728 0.00367172 0.0139746 0.0128165 0.00560027 0.00473411 0.00357517 0.00356451
threshold=-0.071779999999999997 -0.072684999999999986 -0.083284999999999984 -0.50059999999999982 0.079700000000000007 0.058495000000000012 0.10011500000000002 0.085530000000000009 -0.24955499999999997 0.10781 0.094580000000000011 0.10271500000000001 -0.24290999999999999 0.084740000000000024 -0.012019999999999998 0.090335000000000013 0.089595000000000022 -0.0051099999999999991 -0.0093599999999999985 1.0000000180025095e-35 0.085885000000000017 -0.17966999999999997 -0.10272999999999999 0.086945000000000008 0.087575000000000014 -0.086244999999999988 0.086365000000000011 0.081810000000000008 0.091600000000000015 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -7 8 9 -5 11 12 -10 14 -14 17 -17 21 -19 20 -20 -16 -23 27 -25 -26 -27 28 29 -24
right_child=1 2 3 4 -6 6 -8 -9 10 -11 -12 -13 13 -15 15 16 -18 18 19 -21 -22 22 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.00050916341814526177 0.0017137159466801676 -0.00089071472580342205 0.00095708525681402533 0.0016747900845344972 -0.0010453389235772193 0.0012353341924026609 -0.00019340529986948242 -0.0009783457673620433 -0.00097505830344744035 -0.0010609889309853317 -0.00088135426388665427 0.0010293805641016331 -0.00083335877646243696 0.00091941964826272701 0.0010716780183429365 -0.0013196889578830451 8.2260968629270802e-05 0.0011013624117297766 -0.0020747917544628892 -8.5611663624669232e-05 1.0347550380088035e-05 -0.001136553848517083 -3.6461856879992494e-05 0.0028693420092829251 -0.0021594928053673356 -2.8362414838435749e-05 0.0021319369492994156 -0.0013718323917904249 0.0010732420028723552 0.00036739173272053454
leaf_weight=36 20 23 20 27 20 25 20 20 20 20 24 22 27 34 28 20 20 26 35 672 42 21 1494 22 20 30 20 24 33 256
leaf_count=36 20 23 20 27 20 25 20 20 20 20 24 22 27 34 28 20 20 26 35 672 42 21 1494 22 20 30 20 24 33 256
internal_value=0 5.94161e-06 -5.20211e-06 1.49309e-06 -4.83115e-06 2.10095e-06 0.000600339 -7.00311e-06 -3.88588e-07 0.000510629 -8.69925e-06 -1.3916e-06 -9.36523e-06 -2.52604e-06 -1.37612e-05 -5.75213e-06 -0.000618714 3.25209e-06 -0.000130424 -0.000173183 -0.000937443 5.64344e-05 4.16287e-05 5.46576e-05 0.000670908 -2.00284e-05 0.000835757 2.32824e-05 4.20613e-05 2.26162e-05
internal_weight=0 3085 3065 3042 3022 3002 45 2957 2937 47 2890 2866 2844 2824 2790 2763 40 2723 775 749 77 1948 1920 1899 92 70 50 1807 1783 1750
internal_count=3121 3085 3065 3042 3022 3002 45 2957 2937 47 2890 2866 2844 2824 2790 2763 40 2723 775 749 77 1948 1920 1899 92 70 50 1807 1783 1750
is_linear=0
shrinkage=0.1


Tree=1406
num_leaves=31
num_cat=0
split_feature=33 9 1 120 40 1186 394 1185 3 12 393 42 393 11 11 1429 16 2 155 475 4 2 0 4 484 484 49 157 484 16
split_gain=0.0010496 0.00140948 0.00347514 0.00149004 0.00220413 0.001357 0.0087707 0.00495391 0.00395965 0.00329136 0.00298974 0.00714267 0.00240631 0.00178868 0.00302812 0.00307054 0.0021521 0.00666256 0.00289834 0.00233985 0.00237488 0.00760495 0.00493604 0.00438798 0.00235429 0.0186458 0.00902574 0.0153122 0.00429909 0.00762931
threshold=-0.044254999999999996 0.091905000000000014 0.13332000000000002 0.09852000000000001 -0.24134999999999998 0.068350000000000008 -0.081744999999999984 -0.10973499999999999 -0.085784999999999986 0.087695000000000009 0.10358500000000001 -0.015274999999999999 0.091220000000000009 0.094350000000000003 0.089270000000000002 0.12365500000000001 0.62925500000000012 0.11067500000000001 0.12509500000000004 -0.10664 -0.50940999999999981 0.095195000000000016 0.10455500000000001 -0.49405499999999997 0.085790000000000019 0.086925000000000016 0.11560500000000001 -0.087184999999999985 0.079595000000000013 -0.0073349999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 7 8 -6 -7 -10 12 -12 13 14 15 16 18 -18 19 -9 21 22 -21 -22 28 -26 27 -27 -25 -30
right_child=1 2 -4 -5 5 6 -8 10 9 -11 11 -13 -14 -15 -16 -17 17 -19 -20 20 23 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.00068827980986415325 0.0010306274834355074 -0.0013413204959271334 0.00027845711619765671 -0.00085629719542339448 -0.0015778682153904811 -0.0012765005484900692 0.0021231819113547152 -0.00073539951249999424 0.001078216147315861 -0.00056953837364827375 0.0019825036880016952 -0.00057629364542663105 -0.0010299495003773306 0.00055155551490953939 -0.0012106170926320678 0.0012293218669947236 0.00054403776329391726 -0.0018901354633271694 0.0011403099512707824 -0.00081894179192286995 0.0013616236317223716 -0.0018916897380862525 0.0012993853391063486 1.6250686855540677e-05 -0.0032147763442480939 0.0027561310057838758 -0.0016339730024957399 -8.7267453173040343e-05 0.0024613692233106123 -0.00013651601397074187
leaf_weight=22 21 26 27 20 20 22 22 44 27 22 24 20 23 57 21 20 22 23 22 22 24 27 22 2210 20 21 31 193 20 26
leaf_count=22 21 26 27 20 20 22 22 44 27 22 24 20 23 57 21 20 22 23 22 22 24 27 22 2210 20 21 31 193 20 26
internal_value=0 -4.88614e-06 -0.000516151 4.0098e-06 9.6959e-06 2.56127e-06 0.000378591 -9.44793e-06 -0.000161986 0.000338408 1.39869e-06 0.000819414 -1.12392e-05 -2.94526e-06 -1.43638e-05 -5.21881e-06 -1.4273e-05 -0.000700095 -2.76593e-06 -1.22199e-05 -5.63719e-08 -0.000570505 0.000240222 1.58579e-05 3.04618e-06 -0.000278915 -3.92532e-05 0.000191758 3.61667e-05 0.000992999
internal_weight=0 3099 53 3046 3026 3005 93 2912 71 49 2892 44 2848 2825 2768 2747 2727 45 2682 2660 2616 71 44 2545 2521 265 245 214 2256 46
internal_count=3121 3099 53 3046 3026 3005 93 2912 71 49 2892 44 2848 2825 2768 2747 2727 45 2682 2660 2616 71 44 2545 2521 265 245 214 2256 46
is_linear=0
shrinkage=0.1


Tree=1407
num_leaves=31
num_cat=0
split_feature=130 10 10 2 34 34 34 9 0 2 13 48 46 1446 479 1447 133 50 50 12 2 157 1456 0 1456 15 403 1456 0 131
split_gain=0.00104063 0.00250805 0.00330087 0.00249589 0.00154386 0.00183626 0.00347467 0.00177479 0.00424733 0.00151721 0.00261928 0.00210609 0.00207102 0.0018664 0.0024624 0.00257985 0.00568855 0.00163077 0.00606911 0.00342384 0.0059358 0.00331436 0.00273793 0.00474456 0.003345 0.00934788 0.00667943 0.00266496 0.0021105 0.00193489
threshold=-0.23647499999999996 -0.38124499999999995 -0.092019999999999977 0.31765000000000004 -0.097449999999999981 -0.084564999999999987 -0.057544999999999992 0.089995000000000006 -0.0058249999999999994 0.15609500000000001 -0.13710499999999998 0.15068000000000001 0.096120000000000011 -0.09143999999999998 0.10713500000000002 0.022105000000000003 0.047850000000000011 -0.099524999999999988 -0.24386999999999998 0.089410000000000003 0.11474000000000002 0.63604500000000008 0.10959500000000001 -0.080869999999999984 0.091180000000000011 -0.013104999999999999 -0.56738999999999995 0.088020000000000001 -0.24955499999999997 0.097310000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -4 -6 -7 9 -9 11 -11 12 13 -8 15 17 -17 18 19 -15 -21 22 24 -24 26 -26 -19 28 -28 -30
right_child=1 2 4 -5 5 6 7 8 -10 10 -12 -13 -14 14 -16 16 -18 21 -20 20 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.00071901247400091967 2.0150742715313322e-05 -0.001000497004045456 0.00078765985416248446 0.0015810683974996208 -0.00077988699621831382 0.00094409496881640875 -0.00088335876547110588 -0.001579395479158215 0.00036412332979538902 -0.00027321497327648103 0.0012621509367600084 -0.0009382723609936269 0.0009475151555228007 -0.0011933814012445509 0.00083576727558725642 -0.0019156086110425265 0.00028918786812573671 -0.0016629978606943043 0.0016515727094624059 0.0010776082078951437 -0.0010606546071358026 -0.0012935380305862056 0.00026702819392085078 -0.0019111721520312132 -0.00060973007290158424 0.0024477002164348962 0.0007637247802146401 0.0011350737285933325 2.0098573800281032e-05 -0.00029763799080336916
leaf_weight=20 21 33 25 20 30 39 24 23 22 20 25 24 23 20 35 22 25 24 28 37 20 20 20 20 20 20 36 21 2194 210
leaf_count=20 21 33 25 20 30 39 24 23 22 20 25 24 23 20 35 22 25 24 28 37 20 20 20 20 20 20 36 21 2194 210
internal_value=0 4.63729e-06 -5.77264e-06 0.000781574 5.07173e-06 -1.4455e-06 6.41226e-06 -6.05608e-06 -0.000629231 3.65405e-06 0.000579766 -5.46485e-06 2.47675e-06 -5.29717e-06 2.3051e-06 -8.35299e-06 -0.000742845 4.48014e-06 0.000390808 -6.76522e-05 0.000327341 -1.12121e-05 -1.21345e-06 -0.000822072 1.17903e-05 0.000918985 -2.81248e-06 1.33779e-05 3.72393e-06 -7.65712e-06
internal_weight=0 3101 3060 41 3027 3002 2972 2933 45 2888 45 2843 2819 2796 2772 2737 47 2690 105 77 57 2585 2565 40 2525 40 2485 2461 2440 2404
internal_count=3121 3101 3060 41 3027 3002 2972 2933 45 2888 45 2843 2819 2796 2772 2737 47 2690 105 77 57 2585 2565 40 2525 40 2485 2461 2440 2404
is_linear=0
shrinkage=0.1


Tree=1408
num_leaves=31
num_cat=0
split_feature=401 403 43 402 403 12 1208 402 403 402 0 128 128 128 128 128 399 131 130 130 131 131 13 16 128 43 52 133 49 130
split_gain=0.000948127 0.00669034 0.0038847 0.00186689 0.00119453 0.00659832 0.00324003 0.00127381 0.00366287 0.00181778 0.00220366 0.00121898 0.0025805 0.00200919 0.00238047 0.00457034 0.00199343 0.00194234 0.00229215 0.00359657 0.0020261 0.00161666 0.00357356 0.00461704 0.00276711 0.00270669 0.00424967 0.00200005 0.00645184 0.0115728
threshold=-0.078179999999999986 -0.072624999999999981 0.05259500000000001 -0.43418999999999991 -0.53960999999999981 0.092355000000000007 0.098655000000000007 0.13597000000000001 -0.0076149999999999994 0.11679000000000002 -0.084384999999999988 0.11876500000000001 0.11059000000000001 0.10692000000000002 0.099470000000000017 0.092940000000000009 0.10788500000000002 0.13052000000000002 0.12303500000000002 0.11247000000000001 0.11657500000000001 0.096290000000000014 -0.0065549999999999992 0.0028900000000000006 0.087685000000000013 -0.077319999999999986 0.047850000000000011 -0.00094999999999999989 0.09567500000000001 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 7 9 -9 11 -11 12 13 14 15 16 17 18 19 20 21 24 23 25 27 -23 -27 28 29 -6
right_child=3 2 -4 4 6 -7 -8 8 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014770380150366691 -0.00076915673416806391 0.00049734525236999616 -0.0011684237239283643 -0.00052625966640428088 0.00018549175620306802 0.0013253003450747775 -0.00092889004889385493 0.0015212769586859006 -0.00011683872472554541 9.377034175919281e-05 -0.0013230823532111296 0.00058738942374475306 -0.001110783921709905 0.0010006061139574741 -0.00077110112441005187 0.0014096557400594264 0.00092080071645677492 -0.00094991260173794053 0.00098753836127403005 -0.0012600959551966062 0.00073063023973608744 -0.00071792236703913668 -0.0015841093866038138 -0.0010613650624715799 -0.0011383651400960627 0.0016211640201509001 -8.5897088616288143e-05 -3.8954065897121886e-05 -0.00088014819676864833 0.0026365448854630815
leaf_weight=32 32 28 28 39 523 38 38 21 39 21 23 35 21 20 40 23 23 22 23 23 37 20 20 37 21 25 35 1761 53 20
leaf_count=32 32 28 28 39 523 38 38 21 39 21 23 35 21 20 40 23 23 22 23 23 37 20 20 37 21 25 35 1761 53 20
internal_value=0 0.00032358 -0.000335539 -9.38839e-06 -1.2869e-06 0.000387497 -1.15251e-05 5.53903e-07 0.000456502 -9.12652e-06 -0.000646857 9.59804e-07 -6.512e-06 1.99487e-06 -5.38585e-06 6.10275e-06 -6.1113e-06 -1.42483e-05 -6.32505e-06 -1.52023e-05 -3.98263e-06 -1.47901e-05 -0.000348821 -0.00013766 4.45393e-06 0.000289553 0.000625378 1.4636e-05 0.000172979 0.00027577
internal_weight=0 88 56 3033 3001 77 2924 2886 60 2826 44 2782 2747 2726 2706 2666 2643 2620 2598 2575 2552 2515 137 117 2378 80 60 2357 596 543
internal_count=3121 88 56 3033 3001 77 2924 2886 60 2826 44 2782 2747 2726 2706 2666 2643 2620 2598 2575 2552 2515 137 117 2378 80 60 2357 596 543
is_linear=0
shrinkage=0.1


Tree=1409
num_leaves=31
num_cat=0
split_feature=33 120 12 2 11 33 39 1 46 473 9 10 16 1 1 1 49 43 51 43 50 12 16 12 3 13 2 151 150 148
split_gain=0.000884789 0.00103991 0.00215264 0.00119485 0.00317917 0.00188155 0.00483729 0.00141775 0.00184607 0.00174401 0.00151055 0.0022038 0.00165863 0.00500582 0.00807837 0.00787585 0.00589082 0.00812714 0.00523189 0.00509062 0.00371223 0.00333775 0.0028205 0.0119317 0.0052924 0.00239488 0.00179265 0.0015803 0.00334126 0.00233138
threshold=-0.044254999999999996 0.09852000000000001 0.22926500000000002 0.31098000000000003 -0.014494999999999999 0.085305000000000006 0.056590000000000008 0.15799000000000005 0.096120000000000011 0.084020000000000011 0.092235000000000011 -0.011239999999999998 0.31475000000000003 0.10337500000000001 0.10672000000000002 0.097525000000000014 0.10969000000000002 -0.067899999999999974 -0.44986999999999994 -0.05647499999999999 -0.23452499999999996 0.10149500000000002 0.19444000000000003 0.095175000000000023 -0.08323499999999999 -1.0000000180025095e-35 0.10912000000000001 0.26665000000000005 0.12820000000000001 0.090290000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 9 10 11 -6 22 15 -15 16 17 -14 -18 20 -16 -20 27 24 -24 -26 -21 28 29 -13
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 -12 12 13 14 19 -17 18 -19 21 26 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00063193511060407302 0.0012258696203519192 -0.00068956468762321904 0.0009860473663800141 -0.00061453347298083831 -0.0008153146847482938 -0.0017897833394818008 0.00040959991369163615 -0.00083872788818553092 0.00079999152978165637 -0.00088881459113591434 0.00067761631128660437 9.4203896630178384e-06 0.0018801938257335376 -0.0017907693378489326 0.00052555951106114662 0.0020464107741524156 -0.0013905532332137227 -0.00021883564103128655 0.0012699020120362549 0.00032473849598318338 -0.001258231704248049 -0.00055704966245684773 -0.0011252812870467704 -0.002540056152350229 0.0011182902762929218 -5.9254134211163876e-05 0.0016476001992400382 -0.00080285803123842931 0.0010986257103338306 -0.0010248385623774746
leaf_weight=22 21 22 22 32 33 20 20 20 29 22 33 2338 39 27 20 30 30 35 20 20 28 20 30 23 31 39 21 24 28 22
leaf_count=22 21 22 22 32 33 20 20 20 29 22 33 2338 39 27 20 30 30 35 20 20 28 20 30 23 31 39 21 24 28 22
internal_value=0 -4.48614e-06 4.12054e-07 -6.68581e-06 -2.51433e-07 -8.82856e-06 -0.000690092 3.71481e-07 6.07576e-06 -1.82797e-06 4.92184e-06 -2.84545e-06 6.64534e-06 0.000233191 -0.000275653 0.00057242 0.000265339 0.00088741 -0.000392279 0.00018399 -0.000514985 0.000356426 -1.92711e-05 -0.000486371 -1.40235e-05 0.00046223 0.0010023 4.54865e-06 1.26633e-05 -2.21007e-07
internal_weight=0 3099 3077 3055 3023 3002 40 2962 2942 2913 2891 2858 2825 290 116 174 144 74 70 89 48 40 2535 123 100 70 41 2412 2388 2360
internal_count=3121 3099 3077 3055 3023 3002 40 2962 2942 2913 2891 2858 2825 290 116 174 144 74 70 89 48 40 2535 123 100 70 41 2412 2388 2360
is_linear=0
shrinkage=0.1


Tree=1410
num_leaves=31
num_cat=0
split_feature=12 130 374 39 30 9 96 34 11 44 158 0 159 16 159 1 49 481 479 160 42 15 481 43 160 482 42 15 51 51
split_gain=0.00102802 0.00167473 0.00110576 0.00134236 0.00100346 0.00230428 0.00144637 0.00246521 0.00242387 0.00144281 0.00193268 0.00358159 0.00223263 0.00570903 0.00188086 0.00343818 0.00144188 0.00132486 0.002844 0.00246104 0.00478222 0.00645629 0.00612364 0.00550906 0.00397625 0.00484972 0.00484268 0.00348822 0.00327425 0.00722123
threshold=0.23631000000000002 -0.22562499999999999 0.092550000000000007 0.13507500000000003 0.096890000000000018 -0.090799999999999978 0.083725000000000008 -0.080814999999999984 -1.0000000180025095e-35 0.099360000000000018 -0.47144999999999992 -0.077809999999999976 -0.45371999999999996 -0.046599999999999996 -0.26157999999999998 0.084525000000000003 0.092560000000000017 0.10944500000000001 0.10713500000000002 -0.24213499999999996 0.090090000000000017 0.088850000000000012 -0.050084999999999991 -0.077824999999999991 -0.13024499999999997 0.089270000000000002 0.086730000000000015 0.040760000000000005 0.094075000000000006 0.095820000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -9 10 11 -10 13 16 15 -14 -12 18 19 20 21 22 -16 -24 25 26 -21 -22 -26 -30
right_child=-2 2 -4 -5 -6 6 -8 8 9 -11 12 -13 14 -15 17 -17 -18 -19 -20 24 27 -23 23 -25 28 -27 -28 -29 29 -31
leaf_value=0.00082010635547339911 -0.00066608629776569814 -0.0010260363617403941 0.00068908611985692841 -0.00076797024559472574 0.00062981550418771809 -0.0008290891310833913 0.00062249660259112722 0.0011006204680597876 0.0016425337459804725 -0.00069394972924783369 0.00066616735262372965 -0.00022731013277301656 0.0012842068493726755 -0.0018524569833813156 0.0010572519648121669 -0.0002919796882197261 -0.00050700787949608638 -0.00066581557912286375 0.0011616032121569983 0.0019458241115310503 -0.00035856503739275722 -0.0018654646105798229 0.00014892775915751163 -0.0019520985990917933 -3.8006330589358712e-05 -0.00063789403531700373 0.00013284666302542275 0.0014661706180777402 0.0022020848057582045 0.00017920864018863844
leaf_weight=25 23 22 23 23 25 36 37 20 20 30 22 21 31 23 25 25 20 30 21 34 22 35 26 24 2242 20 26 20 20 150
leaf_count=25 23 22 23 23 25 36 37 20 20 30 22 21 31 23 25 25 20 30 21 34 22 35 26 24 2242 20 26 20 20 150
internal_value=0 4.94513e-06 -1.68651e-06 -6.89561e-06 -1.11275e-06 -6.36699e-06 1.16077e-06 -6.65079e-06 3.53421e-06 -4.06598e-06 3.17817e-06 0.000684809 -6.74614e-06 -0.000586015 6.94069e-06 0.000580552 0.000107512 -4.97851e-06 2.46056e-06 -6.74594e-06 -0.00039739 -0.000743984 -0.000220626 -0.000859565 1.70814e-05 0.000710677 0.0011602 0.000510357 -5.92338e-06 0.000417194
internal_weight=0 3098 3073 3050 3027 3002 2980 2943 2907 2887 2857 41 2816 65 2751 56 42 2695 2665 2644 152 110 75 50 2492 80 60 42 2412 170
internal_count=3121 3098 3073 3050 3027 3002 2980 2943 2907 2887 2857 41 2816 65 2751 56 42 2695 2665 2644 152 110 75 50 2492 80 60 42 2412 170
is_linear=0
shrinkage=0.1


Tree=1411
num_leaves=31
num_cat=0
split_feature=130 42 1205 402 1211 1211 403 1204 400 1211 3 1212 402 402 400 403 2 399 2 399 1203 3 3 3 0 151 49 150 3 52
split_gain=0.00105246 0.00248307 0.0013815 0.00114415 0.00247667 0.00177886 0.00456552 0.00181647 0.00187988 0.00147078 0.00512393 0.00428258 0.00202286 0.00237738 0.00172846 0.0104742 0.00382261 0.00370687 0.00778671 0.00219427 0.0016742 0.00162684 0.0115378 0.00736412 0.0154351 0.00345765 0.00388545 0.00569396 0.00408051 0.0127045
threshold=-0.23647499999999996 0.15665000000000004 0.09993500000000001 -0.46267499999999995 0.10809000000000001 0.11088500000000003 -0.042339999999999996 0.058775000000000008 0.12955000000000003 0.087635000000000005 -0.083344999999999989 0.098205000000000015 0.2506000000000001 0.13597000000000001 -0.082934999999999995 -0.084674999999999986 0.085485000000000019 0.090310000000000015 0.092755000000000018 -0.065739999999999979 1.0000000180025095e-35 -0.086274999999999977 -0.086769999999999986 -0.085709999999999995 -0.084674999999999986 0.085465000000000013 -0.070909999999999987 0.084495000000000015 -0.087429999999999994 -0.014264999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 9 12 -11 -12 13 14 15 16 -5 19 -19 -16 21 22 25 24 -23 26 27 -21 -28 -30
right_child=1 -3 -4 5 -6 6 -8 -9 -10 10 11 -13 -14 -15 17 -17 -18 18 -20 20 -22 23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.00072309056813537611 -7.1479556956202604e-05 0.00108836445558284 -0.0008311367285205051 0.00028048261791761771 0.001249953147540193 -0.0015316520110970418 0.00029325425516460733 -0.00092216001912241892 0.00097740383353084326 -0.00070289885043166582 0.0021424502134323119 0.00014596494623798537 -0.00080974126918121215 0.00084627475130907978 0.0010382988384844795 0.0021069728011682927 -0.0014275141747202725 -0.0020308867431056031 0.00044467988045653333 -0.0021601849744911305 -0.00070012210984714328 -0.003316272047370495 0.0019200767561628976 -2.1056232005569409e-05 0.00024357005423898326 0.0011668661963015509 0.00012839715771039337 -4.5043323521635367e-05 -0.0027067927352618427 0.00081485533100065025
leaf_weight=20 37 21 20 38 23 26 29 21 20 24 21 22 31 33 20 26 20 27 24 20 35 21 34 1782 29 26 595 35 20 21
leaf_count=20 37 21 20 38 23 26 29 21 20 24 21 22 31 33 20 26 20 27 24 20 35 21 34 1782 29 26 595 35 20 21
internal_value=0 4.66359e-06 -2.72528e-06 2.68918e-06 0.00043507 -5.95843e-06 -0.000569429 4.56478e-06 1.12205e-05 4.56631e-06 0.000467658 0.00112099 -6.3703e-06 2.50515e-06 -7.53611e-06 0.000439159 -0.000308482 -2.14901e-05 -0.000865914 -5.16503e-06 -1.31365e-05 -3.82774e-06 0.000120124 -5.46399e-05 -0.00125156 3.47709e-05 -7.82605e-06 -0.000814186 6.19063e-05 -0.000903022
internal_weight=0 3101 3080 3060 60 3000 55 2945 2924 2904 67 43 2837 2806 2773 84 58 2689 51 2638 2618 2583 751 1832 50 717 691 55 636 41
internal_count=3121 3101 3080 3060 60 3000 55 2945 2924 2904 67 43 2837 2806 2773 84 58 2689 51 2638 2618 2583 751 1832 50 717 691 55 636 41
is_linear=0
shrinkage=0.1


Tree=1412
num_leaves=31
num_cat=0
split_feature=403 3 403 403 130 40 151 42 42 157 51 15 133 151 1 1 42 49 48 151 1446 1348 33 3 3 16 16 1 2 1
split_gain=0.00097752 0.00457601 0.00441471 0.00273242 0.00109459 0.00316095 0.00122066 0.00532794 0.0181858 0.00959584 0.00853555 0.00838119 0.00380729 0.00350676 0.00320117 0.00987475 0.00432921 0.00302749 0.00346826 0.00294077 0.00201201 0.00191487 0.00183567 0.00190256 0.00610419 0.00550106 0.0106252 0.00745509 0.00898655 0.00976787
threshold=-0.5492149999999999 -0.086049999999999988 -0.53762499999999991 -0.52917499999999984 -0.22461999999999996 -0.23755499999999996 -0.085134999999999975 0.083715000000000026 0.083995000000000014 -0.082509999999999986 -0.085534999999999986 -0.040804999999999994 0.085075000000000026 -0.083969999999999975 0.10587000000000001 0.11353000000000001 -0.090989999999999988 0.0034800000000000005 0.083985000000000018 -0.08323499999999999 0.11655500000000001 0.087660000000000016 -0.012019999999999998 -0.0043399999999999992 1.0000000180025095e-35 -0.015314999999999997 0.013515000000000001 0.10205500000000002 0.098260000000000014 0.087865000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6 7 10 -9 -10 -7 12 -11 -8 16 -16 -12 18 -18 -15 21 22 -21 -24 -25 27 -27 28 29 -26
right_child=2 -3 3 4 5 6 13 8 9 11 14 -13 -14 19 15 -17 17 -19 -20 20 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=0.0016268258623313159 -0.0012146961595863104 -0.00025973762159184035 0.0010058675209250025 -0.0005957692388385054 0.0012544725451152771 -0.0018219512738546148 -0.0010862292226163611 0.002971932896589688 -0.0017409203827138181 0.00073846740027268731 0.001051792956952175 0.0022429244476370514 -0.00079238350645027822 0.00096802329256509751 0.0023892641516535412 -0.00064236704069613052 -0.0017869394081644716 0.00053332645969931039 -0.00024478727203261643 -0.00096130703605012968 -0.00077014960309801004 -0.00075187745437558205 -3.9715577419589311e-05 0.0014373050857102499 -0.0015838348002533518 0.0026807734416797757 0.00022305902408608171 0.00015520928887326592 -0.0028672220068983734 0.0010728687413502486
leaf_weight=20 30 36 27 31 20 27 31 27 23 33 22 22 32 30 21 22 25 20 35 20 36 35 2058 36 31 20 146 160 20 25
leaf_count=20 30 36 27 31 20 27 31 27 23 33 22 22 32 30 21 22 25 20 35 20 36 35 2058 36 31 20 146 160 20 25
internal_value=0 0.000414035 -7.56475e-06 4.36735e-06 -4.62218e-06 1.53354e-06 -6.94086e-06 0.000181143 0.000646412 7.56029e-05 -0.000189449 0.000555833 -1.51823e-05 -2.88887e-05 0.000114534 0.000838197 -0.00019054 -0.000532181 -0.000887351 -1.63639e-05 -2.77793e-05 -1.73028e-05 -7.0842e-06 5.61818e-07 0.00018981 7.80945e-05 0.000519169 -0.000232153 -0.00104765 -0.000397806
internal_weight=0 56 3065 3035 3008 2977 2957 309 137 110 172 87 65 2648 145 43 102 80 60 2617 2587 2551 2516 2496 438 402 166 236 76 56
internal_count=3121 56 3065 3035 3008 2977 2957 309 137 110 172 87 65 2648 145 43 102 80 60 2617 2587 2551 2516 2496 438 402 166 236 76 56
is_linear=0
shrinkage=0.1


Tree=1413
num_leaves=31
num_cat=0
split_feature=12 130 2 11 104 33 1 1 11 2 11 475 475 475 472 9 9 45 1428 157 472 1420 1426 156 157 484 157 1374 457 157
split_gain=0.00115278 0.00171186 0.001085 0.00195966 0.00176674 0.00217449 0.00114937 0.00151321 0.0018454 0.00539373 0.00522613 0.0047901 0.00316881 0.00369037 0.00274678 0.00268555 0.00296029 0.00262464 0.00244022 0.00334869 0.00185387 0.00241809 0.00277245 0.00166442 0.00177465 0.00883878 0.00581531 0.00395805 0.00829336 0.00451186
threshold=0.23631000000000002 -0.22562499999999999 0.31098000000000003 -0.072629999999999986 0.079665000000000014 -0.044254999999999996 0.15618500000000002 0.14754500000000001 0.095720000000000013 0.10559 0.090070000000000025 0.12927000000000002 -0.49524999999999991 -0.24039999999999997 -0.086459999999999981 0.092235000000000011 0.085355000000000014 0.084355000000000013 -0.071779999999999997 0.11933000000000001 -0.082054999999999975 -0.084814999999999988 -0.052649999999999995 -0.080734999999999987 -0.087424999999999989 0.085790000000000019 -0.086649999999999991 0.088460000000000011 -0.088204999999999992 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 10 -10 11 12 -7 -14 -15 16 17 18 -16 20 -20 -22 -23 -24 25 -25 -26 29 -29 -28
right_child=-2 2 -4 4 -6 6 -8 -9 9 -11 -12 -13 13 14 15 -17 -18 -19 19 -21 21 22 23 24 26 -27 27 28 -30 -31
leaf_value=0.0008293829986359924 -0.00070534865473113634 0.00099132390343584123 -0.00057178133336657831 0.0010444008675403894 -0.00083897567749954762 0.0012610498115827795 -0.0006637766531919345 0.00081197941453074643 -0.0016375887028586408 0.00026387789852118918 0.0013687612016968029 -0.0015462833411584143 -0.0012368632073048503 0.00090180449358954595 -0.00097776146341437627 0.0010505980724701657 -0.001141566277542354 0.00084589089666325078 -0.00095208893596593824 0.001046275917130212 0.0010865933296736331 -0.0011615432682447137 -0.00080378518384979824 8.0696106323809648e-05 0.0017161713827226776 -0.0021346732576089183 0.0014824321770685771 0.000577973317273933 -0.0019459641744227461 1.0013307469055857e-05
leaf_weight=25 23 20 33 20 25 20 26 23 26 35 28 20 24 34 26 24 23 36 21 30 20 21 26 83 20 23 21 23 30 2312
leaf_count=25 23 20 33 20 25 20 26 23 26 35 28 20 24 34 26 24 23 36 21 30 20 21 26 83 20 23 21 23 30 2312
internal_value=0 5.23661e-06 -1.46813e-06 4.72277e-06 -1.81101e-06 5.177e-06 -1.80937e-06 4.02689e-06 -2.32407e-06 -0.000546583 9.264e-06 -4.15367e-06 6.79507e-06 -2.1735e-06 8.5126e-06 -2.57609e-06 -1.18859e-05 -2.23412e-06 -1.37298e-05 -4.19944e-06 -1.63203e-05 -8.70063e-06 -1.7261e-05 -7.7929e-06 4.45869e-07 -0.000399997 1.8088e-05 3.85428e-06 -0.000850671 2.3267e-05
internal_weight=0 3098 3073 3040 3020 2995 2975 2949 2926 61 2865 2837 2817 2797 2773 2739 2715 2692 2656 2630 2600 2579 2559 2538 2512 106 2406 2386 53 2333
internal_count=3121 3098 3073 3040 3020 2995 2975 2949 2926 61 2865 2837 2817 2797 2773 2739 2715 2692 2656 2630 2600 2579 2559 2538 2512 106 2406 2386 53 2333
is_linear=0
shrinkage=0.1


Tree=1414
num_leaves=31
num_cat=0
split_feature=40 120 33 47 2 402 43 16 1 4 15 2 43 1425 0 1425 12 12 16 12 133 52 4 12 42 0 130 43 12 401
split_gain=0.00098908 0.00259618 0.00202636 0.00127862 0.00404542 0.00393395 0.00276817 0.00614875 0.00318312 0.00993473 0.00513336 0.00333028 0.00308074 0.00258264 0.00235449 0.00232407 0.0020893 0.0135587 0.0168142 0.00532038 0.00585723 0.011214 0.00667373 0.00478033 0.0116615 0.0117546 0.0129268 0.00987927 0.00727392 0.00412895
threshold=-0.24290999999999999 0.093680000000000013 -0.012019999999999998 0.079365000000000005 -1.0000000180025095e-35 0.088505000000000014 -0.079109999999999986 -0.070454999999999976 0.099660000000000012 0.033845000000000007 -0.15914499999999995 0.088665000000000008 -0.11278499999999998 0.10499500000000002 -0.26343999999999995 0.08789000000000001 0.089570000000000025 0.090165000000000009 -0.07550999999999998 0.088615000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.077519999999999992 0.091715000000000005 0.091465000000000005 -0.082974999999999979 0.0062100000000000011 -0.082144999999999982 0.09202500000000001 0.10632500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 13 -5 6 7 -6 9 11 -10 -8 -9 14 -4 16 19 18 -18 29 22 -22 -21 24 25 -19 27 -27 -25 -16
right_child=1 -3 3 4 5 -7 8 12 10 -11 -12 -13 -14 -15 15 -17 17 23 -20 20 21 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=-0.00061420376788681513 -0.00086509223846304752 0.0010876082074405119 0.0010421585823808398 0.0014546076438146766 0.0014399384026033567 0.0013927159460515462 -0.00061070607930146668 -0.001027109797966356 0.0013674564004220345 -0.0022535872960428673 -0.00016473898780532183 0.00069634887190269572 0.0002685013459249137 -0.0011258639547685604 -8.0726676378747715e-05 0.0010023840353824199 0.0001489372498877911 0.0013759148073482462 0.0036711129071393418 0.00069667778239818296 -9.9944635383928066e-05 -0.0030661979489959778 -0.0012957371474275816 0.0018028495648953443 -0.0027186719283539182 -0.0015200862941263174 -0.0029535229550674558 0.0010258191586971018 3.4727223743208695e-05 0.00083533804270201459
leaf_weight=26 27 22 21 23 39 22 44 24 27 27 115 35 78 21 1396 22 33 35 23 40 26 25 29 24 21 27 21 35 762 51
leaf_count=26 27 22 21 23 39 22 44 24 27 27 115 35 78 21 1396 22 33 35 23 40 26 25 29 24 21 27 21 35 762 51
internal_value=0 5.15971e-06 -2.58968e-06 5.05562e-06 0.000164001 9.17772e-05 1.82023e-05 0.000371986 -0.000182941 -0.000597601 0.000126594 -3.16311e-05 -3.63483e-05 -2.13541e-05 -1.24021e-05 -2.10191e-05 -2.98554e-05 8.45905e-05 0.00159555 -0.000101503 -0.000741356 -0.00155399 -0.000140714 -6.88346e-06 -0.000547466 -0.000161065 -0.000809188 -8.28816e-05 8.87157e-05 -4.84397e-05
internal_weight=0 3095 3073 3046 434 411 389 141 248 106 142 79 102 2612 2591 2570 2548 981 56 1567 120 51 69 925 139 118 83 62 786 1447
internal_count=3121 3095 3073 3046 434 411 389 141 248 106 142 79 102 2612 2591 2570 2548 981 56 1567 120 51 69 925 139 118 83 62 786 1447
is_linear=0
shrinkage=0.1


Tree=1415
num_leaves=31
num_cat=0
split_feature=3 403 151 1209 3 3 151 403 1210 52 131 3 132 130 400 12 49 150 43 2 2 3 157 2 51 3 50 481 159 15
split_gain=0.000997012 0.00733169 0.00640007 0.0057254 0.00535225 0.00487003 0.00458505 0.0043433 0.00349222 0.00857004 0.00465989 0.00443963 0.00312109 0.0183219 0.0167979 0.00630571 0.00300332 0.00506396 0.00516242 0.00331344 0.007457 0.0125385 0.0114028 0.00587352 0.0055135 0.01534 0.00681127 0.00715772 0.00754859 0.00438997
threshold=-0.082234999999999989 -0.53762499999999991 0.13340000000000005 -0.087199999999999986 -0.082094999999999987 -0.082334999999999978 0.084350000000000008 -0.51385999999999987 -0.053799999999999994 0.08568000000000002 0.11930500000000001 -0.082484999999999989 -0.083284999999999984 0.006490000000000001 -0.082199999999999981 0.088485000000000022 -0.070909999999999987 0.084495000000000015 -0.09002499999999998 0.08919500000000001 0.087625000000000022 -0.086224999999999982 -0.087084999999999982 0.091265000000000013 -0.014904999999999998 -0.087429999999999994 0.096120000000000025 -0.086484999999999992 -0.020314999999999996 0.101845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 8 -6 9 -5 11 12 13 15 -14 -10 17 -16 -19 20 22 -22 -18 -21 25 -24 27 -26 -29 -25
right_child=1 4 -4 5 7 -7 -8 -9 10 -11 -12 -13 14 -15 16 -17 19 18 -20 23 21 -23 24 29 26 -27 -28 28 -30 -31
leaf_value=0.0016218155069509521 -0.0016263712855890907 -0.0014757726080715657 -0.0017109844340302514 9.5078949379967531e-05 0.0011341796648180621 0.0014455072106793524 0.0012376638816579456 -2.4262526483097155e-05 0.00025693327628283037 -0.0019092180024017581 0.0015306876501112823 0.0015040842106100174 -0.0026123851677402853 0.0023843753628898412 -0.0019686380785424265 -0.0017784739872339465 0.0020264606423942106 0.00099130374589509788 -0.0011513786583567376 0.001227721430590017 -0.00016778891802073992 -0.0027258511563694036 0.00076318455114960672 0.00023570895429425449 0.0013871756051230478 -0.0026744751035477276 0.0015770463411172388 -0.0016141626489997814 -2.0716151460267914e-05 -0.001148351670242846
leaf_weight=24 29 25 20 64 33 25 31 1681 45 32 21 20 25 35 20 23 28 23 22 57 66 27 25 275 32 27 28 33 300 25
leaf_count=24 29 25 20 64 33 25 31 1681 45 32 21 20 25 35 20 23 28 23 22 57 66 27 25 275 32 27 28 33 300 25
internal_value=0 -4.94437e-05 6.46094e-05 9.12499e-05 -2.31465e-05 6.31876e-05 3.62733e-05 -1.9588e-06 6.55014e-06 -0.00057302 5.46389e-05 2.73528e-05 8.88108e-07 0.000525342 -5.24374e-05 -0.000431513 1.23386e-05 -0.000644663 -5.62299e-05 5.86063e-05 -9.18687e-05 -0.000910452 6.9079e-05 0.000297174 -5.4082e-05 -0.00102175 7.3956e-05 -4.13496e-05 -0.000178625 0.000120371
internal_weight=0 1768 1353 1333 1739 1309 1284 1714 1253 96 1157 1136 1116 103 1013 68 988 65 45 923 566 93 473 357 445 52 393 365 333 300
internal_count=3121 1768 1353 1333 1739 1309 1284 1714 1253 96 1157 1136 1116 103 1013 68 988 65 45 923 566 93 473 357 445 52 393 365 333 300
is_linear=0
shrinkage=0.1


Tree=1416
num_leaves=31
num_cat=0
split_feature=1210 12 4 1208 402 1208 131 133 131 1456 1455 1203 1455 1455 133 1455 43 49 49 15 43 34 97 2 2 16 42 47 3 13
split_gain=0.000951466 0.00787116 0.0068649 0.00299411 0.001981 0.0102496 0.000963031 0.00397776 0.00251654 0.00176359 0.00191975 0.00174377 0.00160959 0.00198719 0.00758625 0.00199532 0.00140178 0.00671073 0.0140379 0.01189 0.00599472 0.00324751 0.010135 0.00326946 0.0100732 0.00862291 0.0120614 0.0228628 0.0349616 0.00525398
threshold=0.0028200000000000005 0.096990000000000007 -0.076779999999999987 0.106285 0.2506000000000001 1.0000000180025095e-35 0.13052000000000002 0.31868000000000002 0.11925000000000001 -0.41883999999999993 -0.23681499999999997 -0.093454999999999996 -0.097209999999999977 -0.072959999999999983 0.047850000000000011 -0.018454999999999996 -0.082389999999999977 0.11475 0.10000000000000002 -0.089964999999999976 -0.083134999999999987 -0.057544999999999992 -0.049229999999999996 1.0000000180025095e-35 0.082275000000000015 -0.066924999999999985 0.090090000000000017 0.09550500000000002 -0.075944999999999985 0.11217000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 8 -8 9 -1 -11 -12 -13 14 -14 -15 17 18 20 -19 -17 22 -18 25 -25 -23 27 28 -27 -26
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 10 11 12 13 15 -16 16 21 19 -20 -21 -22 23 -24 24 29 26 -28 -29 -30 -31
leaf_value=-0.00074688378881546677 0.00015706871310814882 -0.0012149056885391474 0.0024677763369982133 -0.0012284116330556572 -0.00080939200978415713 0.0022087598152990854 -0.0014460754726314919 0.00036536593931183842 0.0011169730016263202 0.00095223554720481245 0.00092306255159201099 -0.00090790714952163401 0.002091356278397143 -0.00092593956893930829 -0.00057162920357254536 3.585855970090486e-05 -0.00056179819732968663 0.00043614168772128999 0.0023011793885962108 -0.002622915938748823 0.0016781409352045994 0.00010388139192530488 0.0021857106392271816 0.0016198961215244758 -7.5393098637752075e-05 -0.00069374473791362521 -7.0739554279704696e-05 0.00092326131222459176 -0.0055060511705680541 0.0013586833129430979
leaf_weight=32 36 23 20 20 30 21 22 27 20 21 20 20 20 24 23 661 29 27 30 24 23 210 25 37 1467 36 97 24 26 26
leaf_count=32 36 23 20 20 30 21 22 27 20 21 20 20 20 24 23 661 29 27 30 24 23 210 25 37 1467 36 97 24 26 26
internal_value=0 0.000342622 0.000982321 -8.89782e-06 -8.2691e-07 7.28036e-06 -8.28042e-06 -0.000447934 -9.07713e-07 -8.61192e-06 -3.80319e-07 -7.40206e-06 -1.39801e-05 -7.61537e-06 0.000666969 -1.81024e-05 -1.01563e-05 0.000104786 0.000183943 -0.00100341 9.10815e-05 -5.46331e-05 0.000710197 -7.61104e-05 -1.0026e-05 -0.000333386 -0.000835167 -0.00169737 -0.00271181 -5.04192e-05
internal_weight=0 79 56 3042 3022 2992 2971 49 2922 2902 2870 2849 2829 2809 43 2766 2742 765 714 51 684 1977 54 1923 1530 393 183 86 62 1493
internal_count=3121 79 56 3042 3022 2992 2971 49 2922 2902 2870 2849 2829 2809 43 2766 2742 765 714 51 684 1977 54 1923 1530 393 183 86 62 1493
is_linear=0
shrinkage=0.1


Tree=1417
num_leaves=31
num_cat=0
split_feature=1208 16 16 1209 403 2 403 403 402 401 401 4 401 0 403 403 402 3 402 133 1212 1212 1201 400 12 15 400 13 398 398
split_gain=0.00104156 0.00789793 0.00673947 0.0051827 0.00116749 0.00218309 0.00200266 0.00145457 0.00233312 0.00365525 0.00331258 0.0020409 0.0015719 0.00206982 0.00152875 0.00203705 0.00482487 0.00892788 0.00190358 0.00212664 0.00208492 0.00279098 0.002178 0.00172861 0.00576143 0.00386476 0.00377916 0.0025932 0.00198314 0.00180745
threshold=0.10233500000000001 -0.079734999999999986 -0.071359999999999993 -0.094304999999999986 0.50894000000000006 0.086000000000000007 0.4024950000000001 0.15011500000000003 0.11320500000000001 0.11602000000000001 0.10817500000000001 -0.077999999999999986 0.094540000000000013 -0.086284999999999987 -0.55157999999999985 -0.42739999999999995 -0.45015499999999992 -0.082039999999999988 -0.46900499999999995 0.51625500000000002 0.12799000000000002 0.11006000000000002 -0.08151499999999999 -0.082934999999999995 0.089300000000000004 0.084905000000000022 -0.081749999999999975 -0.0090849999999999976 0.10586000000000002 0.083190000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 6 -6 7 8 10 -10 12 -9 14 -14 -5 16 -16 -18 -17 20 21 22 -20 24 25 27 -25 -24 29 -28
right_child=1 2 -4 4 5 -7 -8 11 9 -11 -12 -13 13 -15 15 18 17 -19 19 -21 -22 -23 23 26 -26 -27 28 -29 -30 -31
leaf_value=-0.0015036197399477596 0.0020383362165739527 -0.0016367629990868627 0.00092819509794935581 -0.00070955174121384822 -0.0011604942674845612 0.00018829818873200566 0.00081060119827593407 4.4899066065058661e-05 0.0014165363583617425 -0.00031580987505592584 -0.0011461521147284658 -0.0012526242813857443 0.0011781395238358529 -0.0001750014867866412 -0.00064647722244262705 0.00094166209788194724 -9.2038574568446602e-05 0.0024769901307687787 -0.0010493332802434452 -0.00097158187924398362 -0.00091469195042736835 0.00084249703168797385 -0.00025262528268451043 -0.0012933671886971951 0.0018354470391800119 -0.0010477947294324017 -5.9956046960995568e-06 0.0012659956407530802 0.00086318910997271398 -0.00086072211363352833
leaf_weight=23 20 21 20 30 24 24 31 27 29 21 25 22 26 20 25 21 31 24 20 23 25 39 22 23 22 24 2385 23 26 25
leaf_count=23 20 21 20 30 24 24 31 27 29 21 25 22 26 20 25 21 31 24 20 23 25 39 22 23 22 24 2385 23 26 25
internal_value=0 0.000409157 -0.000385564 -8.15641e-06 3.16913e-06 -0.000486098 1.10262e-05 2.64662e-06 1.17477e-05 0.000688951 -9.56185e-08 -0.000537662 1.00143e-05 0.000589817 4.47931e-07 8.17092e-06 0.000505408 0.00102899 -6.68307e-06 -1.41785e-05 -5.81844e-06 2.89058e-06 -9.85053e-06 -1.69772e-06 0.000426296 -2.2999e-05 -1.75364e-05 0.000523559 -5.49042e-06 -1.48621e-05
internal_weight=0 61 41 3060 3037 48 2989 2958 2909 50 2859 49 2834 46 2788 2758 80 55 2678 2657 2634 2609 2570 2550 91 69 2459 45 2436 2410
internal_count=3121 61 41 3060 3037 48 2989 2958 2909 50 2859 49 2834 46 2788 2758 80 55 2678 2657 2634 2609 2570 2550 91 69 2459 45 2436 2410
is_linear=0
shrinkage=0.1


Tree=1418
num_leaves=31
num_cat=0
split_feature=15 15 132 1204 1210 15 132 3 4 0 160 51 401 403 43 3 479 43 52 3 4 40 120 11 9 15 156 474 129 129
split_gain=0.00101217 0.0142172 0.011517 0.0139022 0.00726209 0.00562976 0.00489699 0.00457924 0.00378856 0.00429663 0.00339137 0.00317703 0.00386346 0.00361677 0.0117118 0.00636069 0.00571136 0.00673629 0.00490269 0.00923863 0.00622632 0.00217839 0.00415103 0.00179023 0.00239894 0.00225255 0.00210174 0.00325689 0.00190124 0.00337666
threshold=0.091650000000000023 0.091295000000000015 -0.083284999999999984 -1.0000000180025095e-35 -0.26954499999999992 0.092715000000000006 0.090440000000000006 -0.12018999999999998 -0.082349999999999993 -0.019414999999999998 0.10070500000000002 0.10411500000000001 0.13148500000000005 -1.0000000180025095e-35 0.055925000000000009 -0.077564999999999981 0.10713500000000002 -0.082389999999999977 0.51358000000000004 -0.064674999999999983 -0.067104999999999984 -0.24290999999999999 0.093680000000000013 0.10458500000000001 0.092410000000000006 -0.42198999999999992 0.3248100000000001 0.11692000000000001 0.11091000000000001 0.10596500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 -1 -5 7 -7 9 -9 11 12 13 14 15 -10 17 -15 19 20 -19 -6 23 24 26 -26 27 28 29 -23
right_child=2 -3 3 5 21 6 -8 8 10 -11 -12 -13 -14 16 -16 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0017666183242513595 0.0021392918510914401 -0.002447522202176818 -0.0025643100886372852 0.0012947817735900907 -0.0010325436746435506 0.001430882520740852 -0.0011653319999027189 -0.0015076739221600998 0.0007788112396016145 0.00031962463478769432 0.0011582944722425554 0.0012671153303244866 -0.00134088972893854 0.0010648626754991709 0.0024122179079568012 -0.0015611290934473454 0.0013876625325065107 -0.00091002950121037434 0.00055382028627006907 0.00059801931402034833 -0.0028978213882790167 -2.257498566343579e-05 0.0014251422591041775 0.00083838180944439955 -2.9100421150880201e-05 -0.001477041675455191 -0.0010126602636384113 0.0010643573168116357 -0.00092522964316784696 0.0012822365894680843
leaf_weight=23 27 24 20 38 21 25 32 31 26 22 31 20 21 25 25 21 20 40 23 24 26 2377 20 24 21 22 21 28 23 20
leaf_count=23 27 24 20 38 21 25 32 31 26 22 31 20 21 25 25 21 20 40 23 24 26 2377 20 24 21 22 21 28 23 20
internal_value=0 -2.47843e-05 0.000130853 1.54744e-05 -2.42052e-06 0.000130132 2.27123e-05 0.000122758 3.06367e-05 -0.000749173 0.000167491 5.41515e-05 -4.2499e-05 7.60497e-05 0.000663484 -0.000266694 -0.000191642 -0.000420526 -0.000749152 -0.00108213 -0.0016931 -1.82094e-05 -9.87565e-06 -2.11928e-05 -2.94053e-05 -0.000769908 -1.65088e-05 -7.96335e-06 -2.03704e-05 -1.16879e-05
internal_weight=0 2624 497 470 2600 450 412 380 355 53 302 271 251 230 72 47 158 138 113 90 66 2577 2556 2536 2512 43 2469 2448 2420 2397
internal_count=3121 2624 497 470 2600 450 412 380 355 53 302 271 251 230 72 47 158 138 113 90 66 2577 2556 2536 2512 43 2469 2448 2420 2397
is_linear=0
shrinkage=0.1


Tree=1419
num_leaves=31
num_cat=0
split_feature=132 3 12 2 2 13 0 133 1203 403 130 1213 403 12 12 2 52 1212 401 403 133 1208 43 1210 43 43 43 13 12 12
split_gain=0.00102625 0.00261249 0.00415868 0.00385391 0.00985529 0.00350602 0.00282597 0.00280859 0.00136887 0.00348573 0.00445869 0.00143353 0.00699921 0.00806878 0.0134556 0.00697738 0.00444406 0.00181731 0.0027919 0.00781276 0.00214439 0.0015238 0.00786371 0.00598465 0.00152996 0.0134273 0.00382789 0.00335375 0.00381389 0.00755642
threshold=-0.084389999999999979 -0.073309999999999986 0.089505000000000015 0.10252500000000002 0.089320000000000024 -0.0087749999999999981 -0.087414999999999979 -0.25159999999999993 0.088155000000000011 -0.074254999999999988 0.016915000000000003 0.060985000000000004 -0.042339999999999996 0.08401500000000002 0.086655000000000024 0.086000000000000007 0.088185000000000013 0.13631000000000001 -0.06959499999999999 1.0000000180025095e-35 0.51114000000000004 0.10233500000000001 -0.040344999999999992 -0.14310999999999999 0.070450000000000013 0.08845500000000002 0.05259500000000001 -0.16152999999999998 0.098150000000000015 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 6 -1 -4 11 -10 -11 17 13 -13 -15 -16 -17 18 19 -2 21 23 -23 -20 26 -26 -25 -27 29 -29
right_child=8 3 7 -5 -6 -7 -8 -9 9 10 -12 12 -14 14 15 16 -18 -19 20 -21 -22 22 -24 24 25 27 -28 28 -30 -31
leaf_value=-0.00036205469590166344 0.0019192597729636839 -0.00064046009429148405 -0.002179549981347222 -0.00065239531220868236 0.0022253284681937658 -0.00085439046217490816 0.0011596535200974008 -0.00050366368392133157 0.0011012349083709221 -0.0012420046714223213 0.00081866894449506488 0.0014841417997592578 0.0015014022222178914 -0.0023300029046367855 0.0014889066327928701 0.00054859857720492239 -0.001382536640784775 -0.00096393763786181805 -0.0015044298517211618 -0.0004254940356865215 -0.00087742292932395285 0.0016992023835579557 -0.00078857457653308907 -2.1915900373465145e-06 -0.0025452928139281499 0.00072761141120133055 0.00099703210841816585 -0.00054210489486447642 -0.0011306272539825712 0.001560728042619303
leaf_weight=23 27 24 20 30 24 36 26 20 39 21 21 27 37 28 28 22 26 20 27 30 29 27 24 2260 23 49 39 54 35 25
leaf_count=23 27 24 20 30 24 36 26 20 39 21 21 27 37 28 28 22 26 20 27 30 29 27 24 2260 23 49 39 54 35 25
internal_value=0 -0.000217407 -0.000500789 0.000236731 0.000792434 -0.00010511 0.000445382 -0.00134161 1.51246e-05 0.000420471 -0.000211668 3.55148e-06 0.000286882 -5.615e-05 -0.000456033 0.000234376 -0.000497433 -1.42828e-05 -7.11285e-06 0.000685179 -2.23369e-05 -1.26617e-05 0.000528484 -2.36483e-05 -7.55933e-06 -0.00028342 1.47591e-05 3.57395e-05 -0.000261644 0.000123349
internal_weight=0 203 125 78 48 85 49 40 2918 81 42 2837 168 131 104 76 48 2669 2649 57 2592 2563 51 2512 2485 186 2299 163 114 79
internal_count=3121 203 125 78 48 85 49 40 2918 81 42 2837 168 131 104 76 48 2669 2649 57 2592 2563 51 2512 2485 186 2299 163 114 79
is_linear=0
shrinkage=0.1


Tree=1420
num_leaves=31
num_cat=0
split_feature=33 120 12 13 13 42 15 4 43 52 130 13 52 43 13 49 15 3 3 42 133 43 0 2 43 43 1372 4 403 42
split_gain=0.000971278 0.0016676 0.00223784 0.00108732 0.00239822 0.0022797 0.00300442 0.00801296 0.00158724 0.00282503 0.0041502 0.00569271 0.0037694 0.00380441 0.00580474 0.00620726 0.00320375 0.00255858 0.00473231 0.00533567 0.0065933 0.00281467 0.00227741 0.00274218 0.00224183 0.0105507 0.00919426 0.00428738 0.0017267 0.00587508
threshold=-1.0000000180025095e-35 0.093680000000000013 0.22926500000000002 0.19762500000000002 0.17001000000000002 -0.11466499999999999 -0.095869999999999983 -0.090289999999999981 -0.088704999999999992 -0.14765999999999999 0.089785000000000018 -0.07965499999999999 -0.090114999999999987 -0.11278499999999998 -0.083764999999999992 -1.0000000180025095e-35 -0.084564999999999987 -0.090164999999999981 -0.094874999999999987 -0.087819999999999981 0.085355000000000014 -0.14386499999999997 0.15398500000000004 0.17025000000000004 -0.085739999999999997 -0.086304999999999979 -0.087494999999999976 -0.0070899999999999991 -0.5492149999999999 0.091205000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -5 -7 -8 9 10 11 -2 -11 17 -15 -16 -17 18 19 -14 -21 -19 23 24 25 27 -26 -10 29 -28
right_child=1 -3 -4 5 -6 6 7 -9 22 12 -12 -13 13 14 15 16 -18 21 -20 20 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=0.00052382806216233545 0.00037288014209480025 -0.00081935122027061887 0.0010056354703423991 0.00019185584719057911 0.0010461948695592582 0.00039318638853728775 0.00013224414017583644 -0.002305721538812997 0.00079343134664766786 -0.00087949299578260823 -0.00044867757131301223 0.0024917918434810074 -0.0015620515919925477 -0.00052514523500576623 0.0024988555460281319 -0.00031769949925580516 0.001043926112712749 -0.00013087998590587328 0.0013932506925851593 -0.00051067637888571387 0.0016871075436938555 -0.001662402612855658 -0.0009449230761405218 0.00092873523632685346 0.0021204250474693253 -0.0025481718353694304 -0.0005470951331186701 -0.00078725208261403172 -4.4716696185564062e-05 0.0017913119335259712
leaf_weight=35 32 25 22 56 22 20 28 26 37 38 21 21 22 35 21 27 48 30 23 39 21 20 27 30 20 20 22 32 2280 21
leaf_count=35 32 25 22 56 22 20 28 26 37 38 21 21 22 35 21 27 48 30 23 39 21 20 27 30 20 20 22 32 2280 21
internal_value=0 -5.94101e-06 7.02326e-07 -6.57261e-06 6.07223e-06 -0.000289525 -0.000653813 -0.00104159 -1.85389e-06 0.000183571 0.000741048 0.00121245 5.62462e-05 0.000180575 0.000577301 0.000979235 0.000553741 -0.000154722 0.000125643 -0.000229906 0.000258548 -0.000743489 -3.1504e-05 -2.14868e-05 -3.32083e-05 -0.000525826 -1.4496e-05 6.03608e-05 -3.28767e-05 0.000594918
internal_weight=0 3086 3061 3039 2909 130 74 54 2887 398 74 53 324 286 131 96 75 155 105 82 60 50 2489 2462 2432 89 2343 69 2323 43
internal_count=3121 3086 3061 3039 2909 130 74 54 2887 398 74 53 324 286 131 96 75 155 105 82 60 50 2489 2462 2432 89 2343 69 2323 43
is_linear=0
shrinkage=0.1


Tree=1421
num_leaves=31
num_cat=0
split_feature=483 483 1455 483 2 483 42 12 51 2 152 482 52 482 16 482 120 33 1370 151 1 150 3 151 3 3 39 4 1 1
split_gain=0.000955896 0.00205821 0.00174695 0.00224287 0.00405772 0.00354745 0.00564889 0.00449746 0.0019128 0.0103038 0.00210568 0.00159704 0.00561907 0.00389144 0.00300718 0.00221044 0.00198423 0.00255391 0.00189133 0.00200314 0.00479501 0.00516549 0.00734077 0.00325667 0.00272775 0.00833937 0.0104238 0.0284941 0.00907942 0.00653944
threshold=0.13726000000000002 0.12440000000000002 -0.24112999999999998 0.10761000000000003 0.096540000000000015 0.098395000000000024 0.088465000000000002 0.23631000000000002 -0.43587999999999999 0.10981000000000002 1.0000000180025095e-35 0.085875000000000021 -0.011499999999999998 0.094855000000000009 -0.0064149999999999997 0.082790000000000016 0.084740000000000024 -0.012019999999999998 0.077860000000000026 -0.088279999999999983 0.11146500000000002 0.083095000000000016 -0.084524999999999975 -0.08688499999999999 -0.0049599999999999991 0.092670000000000016 0.082325000000000023 0.052250000000000012 0.087325000000000014 0.10205500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 -7 8 9 -4 11 15 14 -14 -13 16 17 -10 19 20 21 -19 -23 -21 -25 26 27 28 -26 -27
right_child=-2 -3 3 4 -6 6 -8 -9 10 -11 -12 12 13 -15 -16 -17 -18 18 -20 23 -22 22 -24 24 25 29 -28 -29 -30 -31
leaf_value=0.00078939091098228749 0.00065683744985356256 -0.00085814602914199758 -0.00085915724824493138 0.00022003889413705716 -0.0016387094703057539 -2.4424939894945258e-05 0.0019561904142998783 -0.0015033789980225265 -0.0010895435402000493 0.0020416637919843197 -0.00098382433220236144 -0.0012582615471910686 0.0021742153468287807 0.00031390121034548983 0.00025664850407721183 -0.00097172953537665312 0.00082966422612246659 6.9919269662932493e-05 -0.00097647607806720764 -0.0012648473344078022 -0.00077094891629017452 0.00014518666903313716 0.002270855355274045 -6.2280870272618787e-05 -0.00048010856860653602 -0.00082732635593366164 7.8845255116157866e-06 0.0048708605003776034 0.002136300478291343 0.00023397087240814717
leaf_weight=28 22 28 24 24 23 36 24 20 22 25 22 20 22 23 38 24 28 96 20 21 34 32 33 2016 36 89 83 20 21 167
leaf_count=28 22 28 24 24 23 36 24 20 22 25 22 20 22 23 38 24 28 96 20 21 34 32 33 2016 36 89 83 20 21 167
internal_value=0 -4.66292e-06 3.11876e-06 -4.11608e-06 -0.000689561 6.6369e-06 0.000767821 -8.91864e-06 1.33143e-06 0.000620853 -9.25684e-06 -1.72065e-06 0.000384853 0.00122339 -0.000265734 -1.62418e-05 -7.80486e-06 -1.6522e-05 -7.67401e-06 -3.56769e-07 0.000308124 0.000536003 0.00122437 -2.48793e-05 -1.41723e-05 0.000218969 0.000785313 0.00162332 0.000483832 -0.000134996
internal_weight=0 3099 3071 3043 47 2996 60 2936 2916 49 2867 2845 103 45 58 2742 2718 2690 2668 2648 195 161 65 2453 2432 416 160 77 57 256
internal_count=3121 3099 3071 3043 47 2996 60 2936 2916 49 2867 2845 103 45 58 2742 2718 2690 2668 2648 195 161 65 2453 2432 416 160 77 57 256
is_linear=0
shrinkage=0.1


Tree=1422
num_leaves=31
num_cat=0
split_feature=33 120 40 2 11 33 31 15 10 31 43 51 0 1212 13 52 13 15 15 13 13 3 43 43 43 43 401 2 3 2
split_gain=0.00100338 0.00161183 0.00222299 0.00115864 0.00154584 0.00175084 0.00450766 0.00144751 0.00121067 0.00185408 0.00118132 0.0102553 0.014945 0.00296839 0.00296508 0.0054423 0.0149951 0.00685636 0.00742448 0.00424962 0.00378343 0.00220694 0.00247701 0.00220141 0.00424434 0.00726375 0.00262734 0.00173623 0.0041611 0.00174615
threshold=-0.044254999999999996 0.093680000000000013 -0.24134999999999998 0.25063000000000007 -0.014494999999999999 0.085305000000000006 -0.051829999999999994 -0.086254999999999984 -0.0097449999999999985 -1.0000000180025095e-35 0.084740000000000024 0.081440000000000026 -0.08317999999999999 0.058525000000000008 -0.051094999999999995 0.10347000000000002 0.056795000000000005 0.090750000000000011 -0.088749999999999982 -0.092879999999999976 -0.16152999999999998 -0.38012499999999999 0.066275000000000014 0.062770000000000006 0.055925000000000009 0.05259500000000001 -0.41128499999999996 -1.0000000180025095e-35 -0.017889999999999996 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 8 -7 -5 -6 -10 21 13 -13 14 19 16 17 18 -16 20 -12 -11 23 24 25 26 -23 28 -28 -29
right_child=1 -3 3 7 5 6 -8 -9 9 10 11 12 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.00067295415448659867 0.00098115795408375566 -0.00080448433547280736 0.00085641978131163689 -0.0011418793891789392 0.00060665117555551906 0.00039984589209780103 -0.0017232781572965906 6.1244915705174215e-05 -0.00070584398014722645 -0.00094677178067681584 0.00078601123874678328 -0.0036098415357992057 0.00012784333565555838 0.00097554140994625708 -0.0016978461651541738 -0.0018144895544868302 0.0021748152971470163 -0.0022236500041220675 0.00061436336453458886 0.0016089261587088307 -0.0006329999241556618 0.0010762788417196135 0.00098993053273901499 -0.00099258426226220948 0.0010986609502406037 -0.0018783842260017992 -0.0001233879797866628 -2.8862094156167451e-05 0.0017267048119083484 0.00019029259829689442
leaf_weight=22 23 25 21 20 33 20 20 20 37 23 34 20 23 31 21 22 23 22 41 21 42 24 27 21 37 20 31 1929 20 448
leaf_count=22 23 25 21 20 33 20 20 20 37 23 34 20 23 31 21 22 23 22 41 21 42 24 27 21 37 20 31 1929 20 448
internal_value=0 -4.77735e-06 1.72645e-06 -5.65701e-06 1.44575e-06 -4.55908e-06 -0.000661716 -0.000540317 4.35152e-06 -2.46229e-06 6.57421e-06 -0.000181243 -0.00161061 5.79122e-05 -6.79573e-05 -0.000382048 -8.75273e-05 -0.000706978 -0.000168804 0.000349751 1.82086e-06 2.84135e-05 3.71852e-05 2.70175e-05 3.55515e-05 1.96392e-05 3.51207e-05 2.48291e-05 0.000602139 1.24426e-05
internal_weight=0 3099 3074 3051 3011 2990 40 40 2950 2917 2880 300 43 257 226 129 107 84 62 97 76 2580 2557 2530 2509 2472 2452 2428 51 2377
internal_count=3121 3099 3074 3051 3011 2990 40 40 2950 2917 2880 300 43 257 226 129 107 84 62 97 76 2580 2557 2530 2509 2472 2452 2428 51 2377
is_linear=0
shrinkage=0.1


Tree=1423
num_leaves=31
num_cat=0
split_feature=1366 454 16 48 48 457 132 48 1 48 1446 457 48 49 15 16 48 2 2 3 3 16 13 1425 131 130 132 16 43 13
split_gain=0.0009915 0.0022579 0.00162126 0.00118531 0.00387484 0.00459144 0.00338824 0.00276493 0.00487351 0.00445611 0.00252341 0.00239489 0.0030594 0.00322763 0.0037404 0.00394931 0.00331079 0.00398629 0.00736983 0.00308975 0.00304084 0.00289382 0.00194329 0.00188514 0.00176402 0.00465338 0.00243691 0.00242987 0.00181454 0.00244793
threshold=-0.079979999999999982 -0.037229999999999992 -0.0064149999999999997 0.083685000000000009 0.086425000000000016 0.080930000000000016 -0.089024999999999979 0.089025000000000007 0.087695000000000009 0.091085000000000013 0.091725000000000015 0.084740000000000024 0.13438000000000003 0.12899500000000003 -0.23060499999999998 -0.29154999999999992 0.097500000000000017 0.099515000000000006 0.092120000000000021 -0.047929999999999993 -0.03694999999999999 -0.083134999999999987 -0.059629999999999996 0.10499500000000002 -0.076979999999999979 0.12884500000000002 -0.41094499999999995 0.67964000000000013 0.40735000000000005 -0.17933499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 23 5 -5 -6 8 -8 -9 11 12 13 14 -11 -16 19 18 -18 -17 -19 -13 -14 24 -3 26 -26 28 29 -28
right_child=1 3 -4 4 6 -7 7 9 -10 10 -12 21 22 -15 15 16 17 20 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-5.377758503088664e-05 -0.0010167022727810863 0.00076811552010310283 0.0010846393542702903 0.0018871900804627402 -0.0011226983449887484 0.0001716053415573417 -0.000156076077837497 -0.00098723743008676825 0.0016318288534724465 -0.00088214804854942492 -0.00095092899310180834 -0.001396693515998777 -0.0011649150501138398 0.0014184207663518089 0.0017361700301989913 0.0014934125346104232 0.00024123823802386013 0.0014945738757627884 -0.0021283832156942005 0.00017287626821623262 -0.00016979374037043234 0.0002032819151421651 0.0001076432637221712 -0.0009508966861837755 0.0010592442781974874 -0.0011586752290087235 -0.00048701059147586217 -0.00098416828550398363 0.00076062981815387806 4.9535142924663412e-07
leaf_weight=29 22 28 22 26 24 39 31 41 30 24 21 20 21 29 21 34 35 21 21 37 23 26 28 22 21 36 108 26 30 2225
leaf_count=29 22 28 22 26 24 39 31 41 30 24 21 20 21 29 21 34 35 21 21 37 23 26 28 22 21 36 108 26 30 2225
internal_value=0 -7.26467e-06 0.000437304 2.13005e-08 0.000132627 0.000857839 3.58327e-05 9.58861e-05 0.000723221 6.93446e-07 0.000112896 0.000178603 0.000283584 0.000427848 0.000294854 0.00044198 0.000283044 -8.77191e-05 -0.00064737 0.000805246 0.000624564 -0.00049236 -0.000437739 -2.93049e-05 -2.11097e-05 -3.01442e-05 -1.32864e-05 -2.27143e-05 -1.21355e-05 -2.20724e-05
internal_weight=0 3070 51 3048 552 65 487 463 61 402 361 340 294 245 216 192 171 100 56 71 44 46 49 2496 2474 2446 2410 2389 2363 2333
internal_count=3121 3070 51 3048 552 65 487 463 61 402 361 340 294 245 216 192 171 100 56 71 44 46 49 2496 2474 2446 2410 2389 2363 2333
is_linear=0
shrinkage=0.1


Tree=1424
num_leaves=31
num_cat=0
split_feature=15 15 132 1204 1210 15 131 1 3 4 42 133 12 16 43 16 16 3 4 13 160 2 40 120 1211 42 394 1212 41 33
split_gain=0.000995318 0.0110119 0.00981071 0.0112653 0.0061388 0.00459059 0.0040459 0.00830335 0.00544733 0.00299711 0.00401705 0.0146251 0.00439938 0.00644586 0.00385846 0.00337783 0.00462937 0.00323519 0.00764071 0.00580535 0.00272343 0.00258108 0.00198358 0.0038529 0.00180768 0.00460398 0.00367928 0.0024986 0.00189547 0.0029206
threshold=0.091650000000000023 0.091295000000000015 -0.083284999999999984 -1.0000000180025095e-35 -0.26954499999999992 0.092715000000000006 0.080385000000000012 0.09253500000000002 -0.12018999999999998 -0.082349999999999993 0.090395000000000017 0.089755000000000015 0.09364500000000002 -0.037154999999999994 -0.05647499999999999 -0.081299999999999983 -0.072359999999999994 -0.073309999999999986 -0.076229999999999978 -0.064619999999999983 -0.072884999999999991 0.096325000000000008 -0.24290999999999999 0.093680000000000013 0.09993500000000001 -0.065479999999999997 0.10969000000000002 0.11387000000000001 0.078065000000000009 -0.009184999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 -1 -5 8 -8 -7 14 11 21 13 -12 -10 -14 -17 18 -18 -19 -9 -11 -6 24 26 -26 27 28 29 -24
right_child=2 -3 3 5 22 6 7 20 9 10 12 -13 15 -15 -16 16 17 19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001621583876270882 0.0019834571509380586 -0.0021567880120225407 -0.0022990097054571379 0.0011781656632353444 -0.00098732936839085266 0.0015881407312117518 -0.0021718163073577066 0.00092764085010540748 -0.001605190768611425 0.0005035641867235848 -0.0020502416261782247 0.0031259422423318031 0.0012686023262795062 0.00029247487571252428 0.00010426974472319407 -0.0013955796795198695 0.0010071785023228585 0.0021044258773881236 -0.0014908025746699423 -0.00024693560297323747 -0.00068469898382318207 -0.00081996811356435976 -0.0012061783012800985 0.0013710656191688033 0.00057119896286167199 -0.001374860777099046 0.0013405975920613856 -0.0011344060335250106 0.00037375069560082862 -2.1507763925349122e-05
leaf_weight=23 27 24 20 38 21 25 24 22 23 41 24 20 25 23 31 20 24 21 25 21 20 23 21 20 20 31 20 20 121 2303
leaf_count=23 27 24 20 38 21 25 24 22 23 41 24 20 25 23 31 20 24 21 25 21 20 23 21 20 20 31 20 20 121 2303
internal_value=0 -2.45771e-05 0.000129759 2.32701e-05 -4.89513e-06 0.000126483 2.94826e-05 -0.000688022 0.000166348 5.56162e-05 0.000193033 0.000765544 -6.9759e-05 -0.000903806 -0.000623834 0.000218478 -1.80367e-05 0.00028472 -0.000267302 0.000928745 0.00015986 2.79198e-05 -1.94116e-05 -1.14593e-05 -2.23624e-05 -0.0006117 -1.02674e-05 -2.12278e-05 -1.2122e-05 -3.22126e-05
internal_weight=0 2624 497 470 2600 450 412 66 346 321 267 84 183 47 54 136 111 91 49 42 42 64 2577 2556 2536 51 2485 2465 2445 2324
internal_count=3121 2624 497 470 2600 450 412 66 346 321 267 84 183 47 54 136 111 91 49 42 42 64 2577 2556 2536 51 2485 2465 2445 2324
is_linear=0
shrinkage=0.1


Tree=1425
num_leaves=31
num_cat=0
split_feature=1209 1208 402 402 401 15 132 400 16 42 16 401 402 403 0 3 0 0 12 52 2 15 15 133 1211 128 128 2 1452 2
split_gain=0.00100761 0.00187142 0.00208953 0.00815415 0.00180749 0.00114362 0.00737082 0.00973949 0.00351425 0.0100445 0.00787651 0.00600357 0.00435286 0.00499717 0.00416609 0.0100664 0.00878698 0.00398292 0.00390491 0.00723332 0.00542527 0.00347295 0.00248149 0.00317798 0.00270523 0.00196991 0.00197667 0.00186282 0.00706348 0.00515154
threshold=0.14268500000000003 0.106285 0.2506000000000001 0.13685500000000003 0.12828500000000001 0.09116500000000001 -0.083284999999999984 -1.0000000180025095e-35 -0.087989999999999985 0.090395000000000017 -0.066924999999999985 -0.099524999999999988 -0.45015499999999992 -0.083919999999999981 -0.082284999999999983 -0.070649999999999977 -0.080689999999999984 -0.076579999999999995 0.094225000000000017 0.19022000000000003 0.096540000000000015 0.10017500000000001 0.090455000000000021 -0.54084999999999994 0.11088500000000003 0.11876500000000001 0.10828500000000001 0.084855000000000014 0.086765000000000023 0.084655000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 22 -7 -8 9 21 11 -10 -12 -14 15 -15 -16 -13 19 -18 -20 -9 23 -1 25 26 27 28 29 -25
right_child=-2 -3 -4 -5 -6 6 7 8 10 -11 12 17 13 14 16 -17 18 -19 20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011335934237649782 0.00067436990191874267 -0.00070224093291663427 -0.00082660158397629868 0.0018878254170134744 -0.00094974202074809004 0.001721974709958626 -0.0021072975754213986 -0.00030790942546445879 0.00011330910255546096 -0.0017776871647749268 -0.0013683805566688534 0.0030410513123206328 0.0016405989748558829 -0.0017310284811223077 0.0020273263021372257 0.00075730858731950677 0.00030137687942690468 0.0010453267168486491 0.0013043101386141938 -0.0020087833091130725 -0.00045929733684963803 0.0014148199754841202 -0.00095825489926418023 0.0001127314887205837 -0.001000048774377709 0.00097687015368137504 -0.0009632389569147067 -7.0677031914473073e-05 -0.0016901073844305108 0.001390987226146866
leaf_weight=24 22 38 30 23 20 28 20 25 27 33 20 20 21 37 25 29 33 20 37 23 33 22 28 707 28 20 22 1652 21 33
leaf_count=24 22 38 30 23 20 28 20 25 27 33 20 20 21 37 25 29 33 20 37 23 33 22 28 707 28 20 22 1652 21 33
internal_value=0 -4.7874e-06 3.87095e-06 1.20907e-05 -2.25164e-06 4.09033e-06 0.000150439 4.69028e-05 0.000153283 -0.000440442 0.000299431 0.00126548 4.85585e-05 0.000167629 2.50836e-05 -0.000637668 0.000314763 0.00204319 -2.50311e-05 -0.000647439 0.000472895 0.000498475 -2.2062e-05 -1.16059e-05 -2.26751e-05 -1.15278e-05 -1.96461e-05 -1.10431e-05 0.000118412 0.000169735
internal_weight=0 3099 3061 3031 3008 2988 453 425 405 80 325 67 258 238 217 66 151 40 126 56 70 47 2535 2507 2483 2455 2435 2413 761 740
internal_count=3121 3099 3061 3031 3008 2988 453 425 405 80 325 67 258 238 217 66 151 40 126 56 70 47 2535 2507 2483 2455 2435 2413 761 740
is_linear=0
shrinkage=0.1


Tree=1426
num_leaves=31
num_cat=0
split_feature=132 0 13 43 130 15 403 1204 1204 3 3 3 3 3 3 1375 1447 1446 1213 1213 4 16 16 403 4 4 133 402 3 52
split_gain=0.00127936 0.0019971 0.00374182 0.00410117 0.00312738 0.00234833 0.00238092 0.00176623 0.00485023 0.00315813 0.00991757 0.00145063 0.0011707 0.0198793 0.00694803 0.006598 0.00506437 0.00483621 0.00308879 0.0119714 0.00561403 0.00386921 0.00672325 0.00326404 0.00332726 0.0207533 0.0255067 0.0155106 0.00447022 0.00491849
threshold=-0.084389999999999979 -0.072269999999999987 0.056795000000000005 0.51084000000000007 0.096010000000000012 0.084370000000000014 -0.087914999999999979 -0.0026799999999999997 -0.079179999999999987 -0.083924999999999986 -0.087429999999999994 -0.086769999999999986 -0.086049999999999988 -0.086424999999999988 -0.085709999999999995 -0.15308499999999997 -0.085644999999999985 0.087240000000000012 0.027540000000000002 0.063455000000000011 -0.081114999999999979 -0.087989999999999985 -0.076669999999999988 -0.54856499999999986 -0.081224999999999978 -0.07958999999999998 -1.0000000180025095e-35 0.086055000000000006 -0.084524999999999975 -0.015539999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 10 -2 -7 13 15 -14 -9 -17 -18 23 -20 -21 -22 -23 -16 27 26 -26 -25 29 -27
right_child=7 -3 -4 -5 -6 11 -8 12 -10 -11 -12 -13 14 -15 18 16 17 -19 19 20 21 22 -24 24 25 28 -28 -29 -30 -31
leaf_value=0.00095405477276515403 -0.00049007337442354159 -0.00098155598623693116 0.00099568322542696618 -0.0016367066529346629 0.0010187575488262589 -0.00036112198476285606 -0.00037271980453576698 -0.0017966385625186377 0.0015457427539721331 -0.00081950017925480319 0.0022610490175429729 -0.0014939276810036974 -0.0015774416689086576 0.0023989861577218916 -0.0011871484741568566 -0.0011508114373581894 5.1762319547439165e-05 0.0015246834904562845 0.0026377209165643549 -0.001356593452510424 -0.0004887063456408214 0.0023651125450851397 9.996380402682055e-05 2.5680790564454187e-05 -0.000249342358050247 -0.0020257214119698366 -0.0048597221961244946 0.0026184032094114136 7.6392617372921564e-06 9.1024838288181602e-05
leaf_weight=21 38 31 26 20 21 26 38 20 28 29 20 20 29 36 25 34 724 23 21 23 32 20 38 205 30 23 20 26 1453 21
leaf_count=21 38 31 26 20 21 26 38 20 28 29 20 20 29 36 25 34 724 23 21 23 32 20 38 205 30 23 20 26 1453 21
internal_value=0 -0.000242742 -0.000109584 -0.000306412 -9.52541e-05 -0.000318056 9.9522e-05 1.68871e-05 0.000400987 3.25596e-05 0.00045859 -0.000853646 1.12848e-06 0.000100175 -4.10395e-05 -3.14197e-06 4.27862e-05 9.71133e-05 -1.80371e-05 0.00044517 3.77046e-05 0.000394025 0.00088105 -5.24629e-05 -3.65084e-05 -8.93697e-05 -0.00209349 0.000317502 -2.24317e-05 -0.00101546
internal_weight=0 203 172 146 126 105 59 2918 115 87 58 46 2803 837 1966 801 781 747 1937 134 113 90 58 1803 1778 1547 50 231 1497 44
internal_count=3121 203 172 146 126 105 59 2918 115 87 58 46 2803 837 1966 801 781 747 1937 134 113 90 58 1803 1778 1547 50 231 1497 44
is_linear=0
shrinkage=0.1


Tree=1427
num_leaves=31
num_cat=0
split_feature=132 13 12 1213 15 1204 1204 3 3 15 13 1429 472 471 475 1456 12 1456 13 1456 1213 1213 42 4 12 16 16 401 403 133
split_gain=0.00103629 0.00200045 0.00616707 0.00183091 0.00248715 0.00143065 0.00392869 0.00255808 0.00803323 0.00138883 0.00189571 0.00112891 0.00251274 0.00146125 0.00159997 0.00160655 0.00448915 0.00385913 0.00254839 0.00251993 0.00252179 0.0131082 0.00792344 0.0237196 0.00302826 0.00411102 0.00443856 0.00298307 0.0088271 0.00279607
threshold=-0.084389999999999979 0.0036400000000000004 0.110195 -0.081599999999999992 0.084370000000000014 -0.0026799999999999997 -0.079179999999999987 -0.083924999999999986 -0.087429999999999994 -0.028889999999999996 -0.051094999999999995 -0.23752499999999996 -0.19476999999999997 0.10338500000000002 0.093020000000000005 0.10620000000000002 0.094225000000000017 0.091295000000000001 -0.080519999999999994 0.088020000000000001 0.04198000000000001 1.0000000180025095e-35 -0.088934999999999986 -0.082249999999999976 0.086655000000000024 -0.083539999999999989 -0.066924999999999985 -0.06959499999999999 1.0000000180025095e-35 0.51114000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 9 6 7 8 -2 10 -5 -7 -13 14 15 17 18 19 -17 20 21 27 -22 -24 -25 -26 -27 28 -14 -29
right_child=5 2 -4 4 -6 11 -8 -9 -10 -11 -12 12 13 -15 -16 16 -18 -19 -20 -21 22 -23 23 24 25 26 -28 29 -30 -31
leaf_value=0.00082028622220439674 -0.00044106603538813561 -0.0020338777082294902 9.1278988030454573e-05 0.00051010701527747404 -0.00083015284606237675 -0.00074760006129508843 0.0013911684756489455 -0.00073755018148121657 0.0020349442097358406 0.00076084510516375315 -0.00063163461163640022 0.0009166439789502572 0.0020168165831516188 -0.0007972597000923048 0.00087266409259644298 0.00062580897465522875 0.0015428408329607919 -0.0010590946033231117 -0.00089626928344263112 0.00092495501699761066 -0.0010900572058744728 -0.0025263736781198534 0.0034695478966459631 -0.00075423637208587029 -0.00036253188945687353 0.0019692092580953615 -2.1518326719247163e-05 -2.3853373405345791e-05 -0.00043833443887706384 -0.0011319309169345575
leaf_weight=22 38 22 36 26 39 20 28 29 20 25 33 30 27 23 21 22 25 35 22 29 31 21 25 32 39 24 21 2301 32 23
leaf_count=22 38 22 36 26 39 20 28 29 20 25 33 30 27 23 21 22 25 35 22 29 31 21 25 32 39 24 21 2301 32 23
internal_value=0 -0.000218468 -0.000714815 -1.99289e-05 -0.000170211 1.51984e-05 0.000360888 2.93037e-05 0.000412731 0.00013619 -0.000128494 1.01563e-06 6.39554e-06 -3.52362e-06 3.16354e-06 -3.57678e-06 0.000472767 -1.60267e-05 -0.00013523 -2.01231e-06 -1.24479e-05 -3.89133e-05 0.000357452 0.000675699 7.35761e-05 0.000388933 0.0010402 -1.69927e-05 0.000685209 -3.48197e-05
internal_weight=0 203 58 145 123 2918 115 87 58 84 59 2803 2783 2753 2730 2709 69 2640 44 2605 2576 2404 172 141 116 84 45 2383 59 2324
internal_count=3121 203 58 145 123 2918 115 87 58 84 59 2803 2783 2753 2730 2709 69 2640 44 2605 2576 2404 172 141 116 84 45 2383 59 2324
is_linear=0
shrinkage=0.1


Tree=1428
num_leaves=31
num_cat=0
split_feature=1210 12 4 1208 402 1208 43 34 481 160 481 3 1453 4 1429 133 4 1447 150 151 159 1 151 160 160 13 474 133 133 133
split_gain=0.00102893 0.00706864 0.00525927 0.00244997 0.00201512 0.0094445 0.00115994 0.00375911 0.00261644 0.0062491 0.00619036 0.0197308 0.00344428 0.00242523 0.00896908 0.0198591 0.00893974 0.00523544 0.0048251 0.00433445 0.00381965 0.00666391 0.00474984 0.006456 0.00409318 0.00366106 0.00364354 0.00313552 0.0138634 0.0121035
threshold=0.0028200000000000005 0.096990000000000007 -0.076779999999999987 0.10480500000000002 0.2506000000000001 1.0000000180025095e-35 -0.071629999999999985 -0.057544999999999992 -0.087424999999999989 -0.014214999999999998 -0.082304999999999989 -0.086049999999999988 -0.076539999999999983 -0.008819999999999998 0.057970000000000008 0.085895000000000013 -0.0094449999999999968 0.040965000000000008 0.10874500000000002 -0.14960499999999996 0.0089800000000000019 0.092390000000000014 -0.081779999999999978 0.084770000000000026 0.069910000000000014 -0.013024999999999998 0.08708500000000001 0.092470000000000011 0.095530000000000018 0.090665000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 13 -8 9 -9 11 -10 -12 16 26 -16 17 18 19 -1 24 22 -22 -24 -21 -26 27 29 -29 -15
right_child=1 -3 -4 -5 -6 -7 7 8 10 -11 12 -13 -14 14 15 -17 -18 -19 -20 20 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0015170424573377453 0.00024018372003208949 -0.0011196964114787988 0.0022626934095751495 -0.0010856345376288076 -0.00081726809808363519 0.0021722052781842651 0.0011312880336145799 -0.002143177333055064 0.0032047694728879091 0.00027375258429421359 -0.0011027261818526313 -0.0011350373772438616 -7.0370896635138389e-05 -3.2185315403421802e-05 -0.0036251200757264584 0.00030337159687112417 0.0022217730559142574 0.0017202904797159137 -0.0011398540538427751 0.0003254770878279737 0.0012263246260117741 -0.001555035815140905 -0.0013468705371699552 0.00076012808220604297 -0.0013650739933805669 0.00018622124780449668 0.0010721107558310905 -0.0025672747585922481 0.000161176488124 0.0024939903320046145
leaf_weight=22 36 23 20 21 30 20 26 20 22 23 33 20 1563 367 22 31 21 20 31 419 25 36 33 26 29 32 32 25 73 20
leaf_count=22 36 23 20 21 30 20 26 20 22 23 33 20 1563 367 22 31 21 20 31 419 25 36 33 26 29 32 32 25 73 20
internal_value=0 0.000356297 0.000962509 -9.25296e-06 -1.77067e-06 6.40885e-06 -8.17073e-06 -6.19386e-05 -8.03942e-05 -0.000850401 -6.01804e-05 0.00113819 -9.17166e-05 6.44415e-05 -8.84013e-05 -0.00132732 0.000189975 0.000126576 7.77637e-05 0.000138449 8.79004e-05 -0.000416721 7.11276e-05 -0.000418363 0.000214056 -0.00055128 3.86061e-05 -2.95839e-05 -0.000534857 9.83664e-05
internal_weight=0 79 56 3042 3021 2991 2971 1707 1681 43 1638 42 1596 1264 570 53 694 673 653 622 600 120 84 59 480 61 517 485 98 387
internal_count=3121 79 56 3042 3021 2991 2971 1707 1681 43 1638 42 1596 1264 570 53 694 673 653 622 600 120 84 59 480 61 517 485 98 387
is_linear=0
shrinkage=0.1


Tree=1429
num_leaves=31
num_cat=0
split_feature=1208 43 1209 1212 12 1212 1212 1212 12 3 0 401 1210 12 12 133 481 42 402 15 12 49 4 12 12 12 15 484 12 3
split_gain=0.00100629 0.00582454 0.00409694 0.00127957 0.00319567 0.00151656 0.00418709 0.00319807 0.00276231 0.00391177 0.00267408 0.0018095 0.00252653 0.00127203 0.00639031 0.00638932 0.00744448 0.0211093 0.00942759 0.00647356 0.00532402 0.00885618 0.0104069 0.00550264 0.00953277 0.00492638 0.0105425 0.0104855 0.0089333 0.00543921
threshold=0.099975000000000008 -0.040344999999999992 -0.094304999999999986 -0.42670499999999995 0.089210000000000025 -0.089079999999999979 -0.084689999999999988 -0.063924999999999996 0.085885000000000017 -0.080564999999999984 -0.083914999999999976 0.11769000000000002 0.014175000000000002 0.086420000000000011 0.086700000000000013 0.11524500000000001 -0.086484999999999992 0.084695000000000006 0.10389500000000002 0.079055000000000014 0.08493500000000001 0.08610000000000001 -0.0057249999999999992 0.085355000000000014 0.085785000000000014 0.083935000000000023 -0.026084999999999994 0.087410000000000002 0.083715000000000026 -0.086224999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 8 -7 -8 -5 -10 -11 12 13 15 -15 16 17 -9 20 -17 25 22 23 -22 -25 28 -27 29 -18 -28
right_child=1 -3 3 5 -6 6 7 11 9 10 -12 -13 -14 14 -16 19 18 -19 -20 -21 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0013378306003489896 0.0013170632867100225 -0.00059183618277236223 0.00030857739773290676 0.0013899628330942837 -0.001457656041311566 -0.0014097078642364416 0.00098624826597656619 -0.00027164633744784322 -0.0010276812810583837 0.0014830605289898814 -9.7976900819365104e-05 -0.00095170605418388738 0.0011228045813913923 0.0012745145703471888 2.3151222371366041e-05 -4.8615201376378539e-05 1.5623690774060822e-05 0.0036114056334121247 -0.0018734761676349647 -0.0025929349710349927 -0.0018169676240247031 0.00078085666283234448 -0.0028846587057594899 0.0012057970651767392 -0.00098787899702214277 -0.00076916863449457058 -0.00021129150037369176 0.0032366707908477108 -0.0016856166108482286 0.0015805365317646649
leaf_weight=23 33 31 21 22 20 21 33 42 21 20 23 20 20 42 1439 20 871 21 29 20 26 38 23 32 52 38 36 20 32 32
leaf_count=23 33 31 21 22 20 21 33 42 21 20 23 20 20 42 1439 20 871 21 29 20 26 38 23 32 52 38 36 20 32 32
internal_value=0 0.00039244 -8.21595e-06 1.86352e-06 -0.000553 9.46439e-06 -2.77905e-06 7.45848e-06 0.000423321 9.1038e-05 0.000637389 -3.86296e-06 2.82849e-06 -5.13437e-06 5.86389e-05 -7.60414e-05 -3.75048e-05 0.0010227 -9.18524e-05 -0.00132078 -4.87965e-05 -0.000565497 -0.000950169 -0.000545685 -0.000152193 3.70692e-05 0.000622823 0.00122391 -4.46639e-05 0.000631922
internal_weight=0 64 3057 3034 41 2993 2907 2886 86 64 43 2853 2833 2813 1481 1332 1292 63 1229 40 1200 171 133 110 84 1029 126 88 903 68
internal_count=3121 64 3057 3034 41 2993 2907 2886 86 64 43 2853 2833 2813 1481 1332 1292 63 1229 40 1200 171 133 110 84 1029 126 88 903 68
is_linear=0
shrinkage=0.1


Tree=1430
num_leaves=31
num_cat=0
split_feature=1366 454 16 0 48 48 48 457 154 474 474 3 151 2 2 48 151 48 48 484 48 48 51 48 48 2 4 3 3 4
split_gain=0.00102508 0.00175407 0.00143744 0.00121261 0.00566061 0.00126287 0.00352226 0.0039342 0.0026235 0.0045699 0.0032947 0.00374163 0.00248047 0.00328747 0.00537859 0.00512928 0.00476456 0.00324291 0.00315271 0.00261667 0.00348137 0.00317271 0.00363956 0.00385802 0.00359614 0.00436424 0.00251981 0.00200811 0.00602762 0.00617825
threshold=-0.079979999999999982 -0.037229999999999992 -0.0064149999999999997 -0.24955499999999997 -0.07095499999999999 0.083685000000000009 0.086425000000000016 0.083995000000000014 0.085530000000000009 -0.25711499999999993 -0.084054999999999977 -0.084319999999999992 -0.10007499999999998 0.086375000000000021 0.088665000000000008 0.10607000000000001 -0.016164999999999995 0.08790000000000002 0.11553500000000001 -0.051889999999999999 0.090390000000000012 0.092205000000000023 0.10501000000000001 0.11247500000000001 0.10255000000000002 0.098630000000000009 0.0052350000000000009 -0.082234999999999989 -0.082094999999999987 -0.078809999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 8 7 -7 9 -5 11 -11 18 15 -15 16 -14 -16 -8 -19 -21 -22 24 -24 25 -23 -26 -12 -29 -30
right_child=1 3 -4 5 -6 6 12 -9 -10 10 27 -13 13 14 17 -17 -18 19 -20 20 21 22 23 -25 26 -27 -28 28 29 -31
leaf_value=-1.7756283893410503e-05 -0.00089710083768957056 -0.00070408409257652241 0.0010541801785372874 -0.0011993380575029949 0.0015962279867380857 0.0014558309783191921 -0.0011486424823589105 -0.00013222530161818635 0.0011019181428127921 -0.00030301356222480537 4.6790051154998698e-05 0.0014513508412956951 0.000407553101368566 -0.0014699053974860969 -0.0011446756712393837 -0.00076376724173314874 0.0020950084578038918 0.00093336865210380321 0.00041727919655386357 0.0010052371279788061 -0.0011570068374276161 -0.00020172441561174182 -0.0015677177667688131 3.6032009229529647e-05 0.00060215964278121162 0.0016122495726449415 -0.00068243674460383185 -0.001644100086951557 -0.00062344403351009272 -5.8610150992376835e-06
leaf_weight=29 22 20 22 34 23 39 36 26 20 20 1136 31 44 24 20 20 27 39 20 33 25 21 24 40 26 36 37 26 193 1008
leaf_count=29 22 20 22 34 23 39 36 26 20 20 1136 31 44 24 20 20 27 39 20 33 25 21 24 40 26 36 37 26 193 1008
internal_value=0 -7.38666e-06 0.000444648 -9.64842e-07 0.000526315 -8.50995e-06 0.000130467 0.000820608 -3.87493e-05 -4.80685e-05 -3.18534e-05 0.000763365 3.54264e-05 0.000119536 -2.92166e-05 0.000650794 0.00104926 8.56556e-05 -0.000589385 0.000173224 5.0721e-05 -9.99921e-05 4.3624e-05 -0.000565374 0.000368423 0.000943943 -0.000152286 -4.90164e-05 -0.000137717 -0.000105106
internal_weight=0 3070 51 3048 43 3005 537 65 2468 2448 2414 51 472 416 325 91 71 301 56 281 242 209 184 64 120 57 63 2363 1227 1201
internal_count=3121 3070 51 3048 43 3005 537 65 2468 2448 2414 51 472 416 325 91 71 301 56 281 242 209 184 64 120 57 63 2363 1227 1201
is_linear=0
shrinkage=0.1


Tree=1431
num_leaves=31
num_cat=0
split_feature=402 33 120 40 295 106 9 9 3 3 13 3 2 4 3 16 2 3 160 2 51 2 2 2 2 16 1 3 42 150
split_gain=0.000945853 0.000941498 0.0016067 0.00221016 0.0010332 0.00230642 0.00280708 0.00126659 0.00381125 0.00130242 0.00477465 0.00479525 0.0120301 0.0118234 0.00508161 0.00469973 0.00466745 0.00789749 0.0185899 0.00633224 0.0062429 0.00492172 0.00672971 0.00571069 0.00421952 0.00415231 0.00390848 0.00330005 0.00637583 0.00236172
threshold=0.31278000000000006 -0.018454999999999996 0.093680000000000013 -0.24134999999999998 0.084575000000000011 0.085275000000000004 -0.036024999999999995 0.089995000000000006 -0.13309499999999996 -0.0037349999999999996 -0.16152999999999998 -0.011549999999999998 0.10803500000000001 0.0016150000000000003 -0.017889999999999996 -0.016164999999999995 0.092755000000000018 0.088060000000000013 -0.010514999999999998 0.088745000000000004 0.035765000000000012 0.10699500000000002 0.11215000000000001 0.10276500000000001 0.11474000000000002 -0.5335399999999999 0.111945 -0.045649999999999989 -0.074124999999999983 0.10375000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 9 -9 10 -8 14 13 -13 27 -16 17 18 -11 20 -19 23 -23 -18 -24 -26 -27 -12 -29 -28
right_child=-2 2 -4 4 -6 -7 7 8 -10 16 11 12 -14 -15 15 -17 21 19 -20 -21 -22 22 24 -25 25 26 29 28 -30 -31
leaf_value=0.00060666617378592495 0.00066886124688954589 0.00097361532262647929 -0.00080790899833664293 -0.00097634922383197905 -0.0006262117609838714 0.00083960028387082282 -0.0015260377011838415 0.00055825886804433103 -0.0011754943257983542 -0.00059985441900789742 1.4249355478853824e-05 -0.0036068152924556107 0.00058127980313396881 -0.00025116905051704848 -2.9849204500871049e-06 0.0020661530560692368 -8.2727370145375514e-05 0.00018404847977570064 0.0029497672494067555 0.0011572394907610336 -0.0020549772369849962 0.0016174555728051426 -0.0011509097890146742 -0.0017254154415709448 -0.0011122809492173308 0.0016241226493591621 -3.6168608541062122e-05 0.00036107730697646428 -0.0016256141951972885 0.0010996925041333518
leaf_weight=25 21 23 25 30 27 32 21 21 32 25 2211 21 35 21 21 23 59 33 36 30 20 29 28 33 22 21 109 30 35 22
leaf_count=25 21 23 25 30 27 32 21 21 32 25 2211 21 35 21 21 23 59 33 36 30 20 29 28 33 22 21 109 30 35 22
internal_value=0 -4.531e-06 -9.50008e-06 -2.95575e-06 -1.0376e-05 -4.83349e-06 -1.39379e-05 -4.11069e-06 -0.000488536 4.78862e-06 -2.47393e-05 -1.15865e-05 -0.000787959 -0.00192899 1.4181e-05 0.00107861 0.000157676 0.000631156 0.001495 -3.72e-06 -0.000660867 -5.34106e-05 0.000192935 -0.000671952 -1.15754e-05 0.000171766 0.000357615 -6.39668e-06 -0.00070868 0.000154587
internal_weight=0 3100 3075 3050 3027 3000 2968 2938 53 2885 2418 2397 77 42 2320 44 467 144 61 83 53 323 231 92 202 174 152 2276 65 131
internal_count=3121 3100 3075 3050 3027 3000 2968 2938 53 2885 2418 2397 77 42 2320 44 467 144 61 83 53 323 231 92 202 174 152 2276 65 131
is_linear=0
shrinkage=0.1


Tree=1432
num_leaves=31
num_cat=0
split_feature=130 42 1205 403 0 402 403 400 133 402 403 402 1212 1212 1212 4 1201 399 1203 394 1211 13 391 390 1213 1213 15 3 1185 16
split_gain=0.00097648 0.00239999 0.00126415 0.00118244 0.00537614 0.0072296 0.00352794 0.00129105 0.00209723 0.00106619 0.00248964 0.00178421 0.00190966 0.00138373 0.00271394 0.00333745 0.0020905 0.00229995 0.00296459 0.00242526 0.00139888 0.00169794 0.00132846 0.0015281 0.00114578 0.00349172 0.00304993 0.00307797 0.00248511 0.00203073
threshold=-0.23647499999999996 0.15665000000000004 0.09993500000000001 -0.53960999999999981 -0.086409999999999987 -0.035114999999999993 -0.53101999999999994 0.11741500000000001 -0.54084999999999994 0.13597000000000001 -0.0064299999999999991 0.11679000000000002 -0.17649999999999996 0.12799000000000002 0.11006000000000002 -0.077519999999999992 -0.080909999999999996 0.091580000000000009 0.089005000000000015 0.090335000000000013 0.09030500000000001 -0.070304999999999992 -0.086514999999999981 0.087070000000000022 -0.088569999999999996 -0.086554999999999979 0.084510000000000016 -0.082404999999999992 0.092170000000000016 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 8 -8 11 -11 13 -13 14 16 -16 -10 18 19 20 22 -22 -18 24 26 -26 -24 -28 -27 -29
right_child=1 -3 -4 6 5 -7 7 -9 9 10 -12 12 -14 -15 15 -17 17 -19 -20 -21 21 -23 23 -25 25 28 27 29 -30 -31
leaf_value=-0.00069649913129978815 -0.00094358593976887116 0.001069909788756853 -0.00079521727922838193 -0.0011674812135214988 -9.8676941343001095e-05 0.0021709250184940173 0.00090374070277903233 -0.00061016614781692633 -0.00099460339351069359 0.0013277089107577922 -7.0912678303492219e-05 -3.7293642465859495e-05 -0.0013603652970050461 -0.00058839289614787474 0.0016994639388507324 -0.00010552576088230126 0.00079985440991419776 0.00077948573131212285 -0.00090533488287797411 0.00093403851309891003 9.2778847320005295e-05 -0.0011803125115958128 -0.0004155601946655913 -0.00082859220829877001 -0.0010604190020521561 1.726887429502504e-05 0.0015464920705805223 0.00092640863194468526 -0.0011021693798829802 -0.00040749920671805741
leaf_weight=20 22 21 20 26 32 25 26 34 21 20 35 24 20 39 21 20 21 38 36 28 20 22 37 22 31 2347 27 21 20 25
leaf_count=20 22 21 20 26 32 25 26 34 21 20 35 24 20 39 21 20 21 38 36 28 20 22 37 22 31 2347 27 21 20 25
internal_value=0 4.49209e-06 -2.77212e-06 2.40726e-06 0.00038426 0.000896763 -7.7123e-06 2.4921e-06 9.62335e-06 1.59328e-06 0.000437677 -6.852e-06 -0.00063869 3.09108e-06 1.14581e-05 0.000818981 -7.32049e-07 7.0124e-06 -4.03539e-06 8.34415e-06 -1.65178e-06 -0.000574079 7.77273e-06 1.19814e-06 8.47701e-06 -5.9993e-06 0.000324061 0.000698937 7.81016e-06 0.000201459
internal_weight=0 3101 3080 3060 79 57 2981 2955 2921 2895 55 2840 44 2796 2757 41 2716 2695 2657 2621 2593 42 2551 2530 2508 2398 110 73 2367 46
internal_count=3121 3101 3080 3060 79 57 2981 2955 2921 2895 55 2840 44 2796 2757 41 2716 2695 2657 2621 2593 42 2551 2530 2508 2398 110 73 2367 46
is_linear=0
shrinkage=0.1


Tree=1433
num_leaves=31
num_cat=0
split_feature=453 4 151 1203 132 4 129 403 129 0 3 403 130 121 0 11 11 11 475 475 474 11 155 129 3 132 47 14 484 43
split_gain=0.000949274 0.00180132 0.00113556 0.00100344 0.0147858 0.0109743 0.00123901 0.0028205 0.00236024 0.00257892 0.00246982 0.00184222 0.00160119 0.00199965 0.00197355 0.00167405 0.00231194 0.00327423 0.00172103 0.00402516 0.00212937 0.00204117 0.00482818 0.00169351 0.00170921 0.00300241 0.00352546 0.00420517 0.00371581 0.00832611
threshold=0.086430000000000021 -0.0043399999999999992 -0.54917999999999989 0.089165000000000008 -0.083284999999999984 -0.079764999999999989 0.091700000000000018 0.089965000000000017 0.095170000000000018 -0.085754999999999984 -0.092174999999999993 -0.082599999999999993 -0.22699999999999995 -0.088279999999999983 0.22582000000000002 0.10458500000000001 0.097680000000000017 0.094350000000000003 -0.49729499999999999 -0.24039999999999997 -0.10160499999999999 0.088065000000000018 0.11814000000000001 0.090180000000000024 -0.092644999999999991 0.10833500000000001 0.085270000000000026 0.08104500000000002 0.0038100000000000005 -0.14968999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -6 12 8 -8 -10 -11 -12 -4 -14 15 16 17 18 -15 -20 -21 22 23 24 25 26 27 28 29 -22
right_child=1 -3 3 4 5 -7 7 -9 9 10 11 -13 13 14 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00063793313068648185 0.0011140293039550836 -2.2989684887426465e-05 -0.00088809926845979958 0.0024792758040902024 -0.0024130923376651479 0.00048089318971554013 0.0010534726438068207 0.0013003126007044392 -0.00081477341474965224 -0.00068362539856355986 -0.00020949727768311278 0.00098172323715344477 0.00089694819939525232 0.00086022498421481862 -0.0010291120375040921 0.00083667576440017331 -0.0010843477655379545 0.0011317836877424269 -0.001220294027107543 0.0008478153456592365 -8.5592936342840817e-05 0.00085434001238900235 -0.0014653440918967441 -0.00095685294014401744 -6.6828367695461675e-05 -0.001023276548803551 -0.00067110351489023563 -0.0008411296746797033 -0.00024597928357503282 0.0011656437484606822
leaf_weight=27 22 38 22 23 20 38 21 22 35 22 20 37 23 21 20 22 21 24 29 27 90 25 24 20 2155 20 38 27 58 130
leaf_count=27 22 38 22 23 20 38 21 22 35 22 20 37 23 21 20 22 21 24 29 27 90 25 24 20 2155 20 38 27 58 130
internal_value=0 0.000393917 -7.72133e-06 -1.34671e-05 0.000333771 -0.000517033 -2.29917e-05 0.000250362 7.92586e-05 -0.000100202 0.00021638 0.000563751 -3.8341e-05 -3.16017e-05 -3.9365e-05 -3.21167e-05 -3.91723e-05 -3.10068e-05 -4.14824e-05 -4.8647e-05 -3.56486e-05 -4.48691e-05 -5.36436e-05 -4.02942e-05 -3.30141e-05 0.000167729 0.000237175 0.000350338 0.000466056 0.000653774
internal_weight=0 60 3061 3034 81 58 2953 157 135 114 79 57 2796 2774 2751 2731 2709 2688 2664 2643 2614 2587 2562 2538 2518 363 343 305 278 220
internal_count=3121 60 3061 3034 81 58 2953 157 135 114 79 57 2796 2774 2751 2731 2709 2688 2664 2643 2614 2587 2562 2538 2518 363 343 305 278 220
is_linear=0
shrinkage=0.1


Tree=1434
num_leaves=31
num_cat=0
split_feature=132 3 3 49 4 12 43 2 148 49 49 49 48 2 48 9 12 33 9 1375 2 0 158 151 52 156 133 48 16 48
split_gain=0.000990702 0.00195641 0.00399941 0.00304784 0.00588097 0.00221678 0.00196208 0.00253823 0.00146134 0.00309494 0.00315497 0.00282616 0.00280166 0.0036308 0.00270078 0.00261288 0.0083542 0.00232721 0.00464141 0.00174594 0.0048548 0.00186509 0.00204428 0.00192014 0.00613763 0.0123577 0.01681 0.00770682 0.0075008 0.00236868
threshold=-0.084389999999999979 -0.073309999999999986 -0.081334999999999977 0.09567500000000001 0.010840000000000001 0.087005000000000013 -0.0095349999999999983 0.08647500000000001 -0.079549999999999996 -0.011734999999999997 -0.0049799999999999992 -0.048674999999999989 -0.075804999999999984 0.10327000000000001 -0.032929999999999994 0.092235000000000011 -1.0000000180025095e-35 -0.018454999999999996 0.085355000000000014 0.089070000000000024 0.090935000000000016 -0.24955499999999997 -0.47248999999999991 -0.088279999999999983 -0.026204999999999996 0.08759500000000002 0.085760000000000017 0.086665000000000006 -0.0098449999999999979 0.097690000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 -1 -7 -8 9 11 -11 -2 13 -10 -14 17 -17 -16 19 21 -21 -19 -23 24 27 26 28 -24 -26 -25
right_child=8 3 -4 -5 -6 6 7 -9 12 10 -12 -13 14 -15 15 16 -18 18 -20 20 -22 22 23 29 25 -27 -28 -29 -30 -31
leaf_value=-0.00089575889137303167 -0.00027760845203433308 0.0016872012844452494 -0.0016500242597312139 -0.00067972714702288321 -0.00046089154807850722 0.00090234646764160561 -0.00096900501036240407 0.00047074716351926327 0.0015635902338005877 0.0010411855182610452 -0.00046567228996674678 -0.0017595940740482712 -0.00087112152027924925 -4.7850077329524638e-05 0.0010877840267494322 -0.00052661216544473298 0.002232092225347601 0.00090604803214470542 -0.0014093741606262958 0.00040131793869659305 -0.0015898503945209086 0.000802353420647595 0.0025922888175678649 -3.8866665170045756e-05 -0.0019764776632655414 -0.0022749651999523241 0.0022574448845379294 0.00020771471123831966 0.00061140646049309341 0.00035956902221187195
leaf_weight=31 31 26 23 27 25 22 24 25 27 24 33 22 34 29 20 23 21 24 23 25 24 33 23 2212 24 21 31 33 21 160
leaf_count=31 31 26 23 27 25 22 24 25 27 24 33 22 34 29 20 23 21 24 23 25 24 33 23 2212 24 21 31 33 21 160
internal_value=0 -0.000213609 -0.000458839 0.000179389 0.000634215 -0.000190239 0.000117805 -0.000234438 1.48604e-05 -0.000342688 0.000168794 -0.000892772 2.88669e-05 0.000729094 1.46181e-05 2.5698e-05 0.000790042 1.31209e-05 5.02244e-06 1.7387e-05 -0.000573948 2.86091e-05 2.03766e-05 1.01568e-05 0.000353515 -0.000127726 0.00046559 0.00118709 -0.000768798 -1.19907e-05
internal_weight=0 203 125 78 51 102 71 49 2918 110 57 53 2808 56 2752 2718 44 2674 2654 2631 49 2582 2558 2525 153 97 76 56 45 2372
internal_count=3121 203 125 78 51 102 71 49 2918 110 57 53 2808 56 2752 2718 44 2674 2654 2631 49 2582 2558 2525 153 97 76 56 45 2372
is_linear=0
shrinkage=0.1


Tree=1435
num_leaves=31
num_cat=0
split_feature=1417 1425 155 1 155 1419 154 157 156 156 1375 3 1375 43 13 43 474 1429 3 3 52 157 1429 156 50 1429 1 1 13 1
split_gain=0.00100902 0.00151824 0.00148502 0.00519642 0.00314386 0.00156876 0.00215147 0.00164606 0.00144026 0.00926642 0.00584729 0.0142721 0.00533269 0.00297122 0.00429365 0.00385759 0.00538812 0.00228351 0.0020877 0.00403323 0.00215954 0.00300372 0.00197285 0.00456936 0.00342832 0.00228268 0.00167149 0.0185462 0.0063431 0.0139754
threshold=-0.061959999999999994 0.10499500000000002 0.11245500000000001 0.10337500000000001 0.10626500000000001 0.098075000000000009 1.0000000180025095e-35 0.12866000000000002 0.087610000000000007 0.087380000000000013 -0.15308499999999997 0.088060000000000013 -0.085004999999999983 -0.085254999999999984 -0.082904999999999993 -0.080084999999999976 0.084075000000000011 -0.026244999999999997 0.10893000000000001 0.084940000000000015 -0.068719999999999989 -0.081889999999999991 0.084855000000000014 -0.084204999999999988 0.10284500000000001 0.083985000000000018 0.091345000000000023 0.09202500000000001 -0.17933499999999997 0.090275000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 9 10 11 -2 -12 14 -10 16 -15 -17 19 20 -19 -22 25 -24 -25 26 28 -28 -14 -30
right_child=1 -3 3 -5 -6 -7 -8 -9 13 -11 12 -13 22 15 -16 17 -18 18 -20 -21 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=0.00057715488801477475 0.0029376407715558761 -0.00081504097552565131 0.0013655419891813038 -0.00037173289424067158 -0.0010842876987428301 -0.0008615777420345694 0.00099101712059398951 -0.00068327564413526228 -0.0015422047204559758 -0.002159512748476118 -0.0016446652309969067 -0.00070702462412771728 -0.0013706999808369626 0.0022481207808596085 0.00029800189258821774 -0.0006585377686725998 2.57090205559507e-05 -0.00047445124364458029 -0.00044792507094546007 0.0017914277639993954 -0.00032717281165311026 0.0012027175357974503 -0.00037321740734007434 0.0020107371520008081 0.00022055890469346195 -0.0010349630695683037 -0.0027567968376947995 -4.2298339553435005e-05 2.4151340471660799e-05 0.0018311505774776873
leaf_weight=30 22 23 33 36 27 21 22 35 21 20 20 21 31 24 32 27 20 28 26 21 21 33 34 23 20 22 26 788 1570 44
leaf_count=30 22 23 33 36 27 21 22 35 21 20 20 21 31 24 32 27 20 28 26 21 21 33 34 23 20 22 26 788 1570 44
internal_value=0 -5.60163e-06 4.66523e-07 0.000459138 -1.00864e-05 -3.27538e-07 5.80132e-06 -1.59873e-06 6.64546e-06 -1.51892e-05 1.17343e-06 0.00115769 -1.81168e-05 0.000234572 -0.000431137 0.000410985 0.00123793 0.000177742 0.000352778 0.000554897 0.000238225 0.00060776 -5.39942e-06 0.000493101 0.0011781 -2.08708e-05 -1.1798e-05 -0.000129002 4.61985e-05 7.34128e-05
internal_weight=0 3091 3068 69 2999 2972 2951 2929 2894 2641 2621 43 2578 253 53 200 44 156 129 103 82 54 2558 77 43 2481 2459 814 1645 1614
internal_count=3121 3091 3068 69 2999 2972 2951 2929 2894 2641 2621 43 2578 253 53 200 44 156 129 103 82 54 2558 77 43 2481 2459 814 1645 1614
is_linear=0
shrinkage=0.1


Tree=1436
num_leaves=31
num_cat=0
split_feature=130 40 121 39 33 123 9 106 10 15 150 295 44 1 472 132 132 0 1185 42 16 3 3 1201 1425 1426 4 2 0 484
split_gain=0.000933945 0.0026982 0.00186071 0.00187363 0.00190689 0.00162518 0.00170294 0.00479112 0.00203726 0.00962127 0.00991634 0.00190656 0.00149549 0.0031045 0.00187589 0.00145172 0.00738249 0.0126689 0.00977314 0.00210023 0.00423444 0.00241851 0.00514254 0.00145151 0.00134372 0.00218201 0.00153452 0.00758356 0.00285492 0.0050548
threshold=-0.23123999999999997 -0.24290999999999999 -0.078059999999999977 -0.020804999999999994 -0.012019999999999998 -1.0000000180025095e-35 -0.036024999999999995 0.085275000000000004 -0.0093599999999999985 -0.10324499999999999 0.085075000000000026 0.084575000000000011 0.099360000000000018 0.15471500000000002 1.0000000180025095e-35 -0.086059999999999984 -0.083284999999999984 -0.086234999999999992 -0.087384999999999977 -0.062154999999999995 -0.081299999999999983 -0.083924999999999986 -0.071329999999999991 -0.080364999999999978 0.10034500000000002 1.0000000180025095e-35 -0.50940999999999981 0.095195000000000016 -0.0058249999999999994 0.090150000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 -7 9 -8 -11 -9 13 14 15 19 17 -17 -18 20 -10 -21 -23 -20 25 26 27 -25 -28 -30
right_child=1 2 3 4 5 6 8 11 12 10 -12 -13 -14 -15 -16 16 18 -19 23 21 -22 22 -24 24 -26 -27 28 -29 29 -31
leaf_value=0.00063487830494009159 -0.0011624656454659998 0.00074967294490444619 -0.00076643957127089382 -0.00083381637189261352 0.00075532419261811626 -0.0015623540023135809 -0.0011815354305629931 0.00070060839733252162 -0.00058101967419804028 0.0029134764669420709 -0.00012453155969047831 -0.00059807182580698284 -0.00075251915035411143 0.0011418576682141672 0.0008290637694126755 -0.00037441802338608322 -0.0022134421288501471 0.003142296623555012 0.00064537328934030874 4.0666533125142848e-05 0.00099386816573021337 -0.002248952192409585 -0.00030796582935951081 0.0004588324557213734 -0.00065738682920533811 0.00095396386071418737 -2.1561069655772136e-05 -0.0017582089025112242 0.00062163023103494201 -0.0010050975847248496
leaf_weight=23 20 33 32 27 29 26 21 26 38 22 21 20 26 24 27 21 20 20 35 37 31 21 39 36 31 24 2197 27 145 22
leaf_count=23 20 33 32 27 29 26 21 26 38 22 21 20 26 24 27 21 20 20 35 37 31 21 39 36 31 24 2197 27 145 22
internal_value=0 -4.71342e-06 2.80934e-06 -5.28475e-06 2.7992e-06 1.0364e-05 3.05804e-06 -0.000477317 1.50466e-05 0.000572954 0.0014298 0.000135965 2.38936e-06 9.41176e-06 -3.965e-07 -8.5581e-06 9.89892e-06 0.00134105 -1.16136e-05 -0.000295198 0.000126539 -0.000595196 -0.000987311 5.88204e-06 -3.13576e-06 5.13914e-06 -4.24355e-06 -0.000491328 8.73713e-06 0.000407331
internal_weight=0 3098 3078 3045 3013 2986 2957 72 2885 64 43 46 2821 2795 2771 2744 2578 41 2537 166 69 97 60 2517 2482 2451 2427 63 2364 167
internal_count=3121 3098 3078 3045 3013 2986 2957 72 2885 64 43 46 2821 2795 2771 2744 2578 41 2537 166 69 97 60 2517 2482 2451 2427 63 2364 167
is_linear=0
shrinkage=0.1


Tree=1437
num_leaves=31
num_cat=0
split_feature=1203 160 484 1212 0 483 133 457 0 0 131 131 484 15 0 159 12 12 2 43 15 1 1447 484 1447 0 160 16 482 1455
split_gain=0.000926299 0.000907817 0.00323773 0.00419588 0.00397725 0.00394098 0.00375544 0.00391077 0.00362388 0.0063868 0.00501835 0.00701222 0.00504341 0.00583865 0.00458708 0.00538895 0.00382083 0.00454809 0.00398742 0.00326852 0.00301299 0.00298073 0.0029567 0.00767434 0.0074086 0.00417169 0.00339156 0.00243343 0.00196737 0.00264867
threshold=0.10970500000000001 -0.089549999999999991 -0.081614999999999979 0.087615000000000012 -0.091354999999999978 0.11494000000000001 0.099660000000000012 -0.089059999999999986 -0.080689999999999984 -0.082394999999999982 0.080385000000000012 0.091015000000000013 0.113085 0.09116500000000001 -0.07384499999999998 -0.032739999999999991 0.087995000000000004 0.09141500000000001 0.089725000000000013 -0.081374999999999989 -0.015039999999999998 0.11551000000000002 -0.085684999999999997 -0.084519999999999984 -0.084149999999999989 -0.087414999999999979 -0.087874999999999995 -0.026164999999999997 0.11958000000000001 -0.16496999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 7 -4 9 10 12 -12 13 16 20 -16 18 -18 19 -9 -10 -17 23 25 -24 -3 -26 -8 29 -28
right_child=-2 22 3 -5 -6 -7 27 8 14 -11 11 -13 -14 -15 15 21 17 -19 -20 -21 -22 -23 24 -25 26 -27 28 -29 -30 -31
leaf_value=-1.495850447099656e-05 0.00067836694346624427 0.00081183615285143878 -0.0012166781583800913 -0.0012430772917772024 0.001979345375439152 0.0013890542424000478 -0.0016565983975306156 0.0013016830370317968 -0.00012243966888160105 0.0021576803876087072 -0.0020448207153822297 0.00060323948157019918 -0.00070664058522587386 0.0023457185860024767 0.0014993447116770163 -0.0011174767139891628 -0.0013556568795320347 0.00066752810031175621 0.001807752069115879 -0.00034870178372200047 -0.0017125277797906445 0.00051389297503711925 -0.0019625125126185596 0.0020611437920403358 -0.0012664006853645498 -0.0011355841701680964 0.0011355650413315743 -9.6652740612626086e-05 -0.00092034378685639244 -1.991940154972809e-05
leaf_weight=20 20 22 20 24 20 23 20 21 22 20 20 20 28 20 24 24 20 25 31 28 26 21 20 24 22 22 20 20 24 2450
leaf_count=20 20 22 20 24 20 23 20 21 22 20 20 20 28 20 24 24 20 25 31 28 26 21 20 24 22 22 20 20 24 2450
internal_value=0 -4.37515e-06 0.000119473 4.39617e-05 0.000982193 0.000115299 4.38441e-05 0.000143354 0.000221071 0.000449088 0.000288657 -0.000720791 0.000522055 0.00075932 -0.000233015 0.000289226 0.000505497 -0.000231665 0.00092015 0.000358606 -0.000983737 -0.000356171 -2.80129e-05 0.000622721 -4.54616e-05 -0.000161874 -3.02227e-05 -0.000876626 -1.93182e-05 -1.05633e-05
internal_weight=0 3101 497 457 40 433 410 370 350 233 213 40 173 145 117 69 125 45 80 49 48 45 2604 68 2536 44 2516 40 2494 2470
internal_count=3121 3101 497 457 40 433 410 370 350 233 213 40 173 145 117 69 125 45 80 49 48 45 2604 68 2536 44 2516 40 2494 2470
is_linear=0
shrinkage=0.1


Tree=1438
num_leaves=31
num_cat=0
split_feature=1210 12 2 1208 402 1208 48 131 130 48 51 48 43 40 48 48 52 48 48 4 12 15 2 13 2 2 0 47 48 0
split_gain=0.00093123 0.00570469 0.00493627 0.0022673 0.00162176 0.0065821 0.000922473 0.00275651 0.00371469 0.00256936 0.00822292 0.00347359 0.00361748 0.00295893 0.00311775 0.00344448 0.00310929 0.00231636 0.00419687 0.00275955 0.00226023 0.00196766 0.00218835 0.00430155 0.00423367 0.00541464 0.00514137 0.00353479 0.00318919 0.00285623
threshold=0.0028200000000000005 0.096990000000000007 0.089125000000000024 0.106285 0.2506000000000001 1.0000000180025095e-35 0.083685000000000009 -0.076979999999999979 0.12884500000000002 0.089575000000000016 0.088210000000000011 0.091085000000000013 -0.23714499999999997 -0.08440499999999998 0.086260000000000017 0.088005000000000014 -0.081429999999999989 0.097500000000000017 0.094275000000000012 -0.0052149999999999992 0.084290000000000018 -0.23060499999999998 0.098035000000000011 -0.088069999999999996 0.11237500000000002 0.11824000000000001 -0.14001499999999997 0.10728500000000002 0.10327000000000001 -0.090644999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 -1 -9 10 13 -11 -13 -8 16 -16 -15 18 19 -14 -20 -19 23 -23 28 -26 -27 29 -24 -25
right_child=1 -3 -4 -5 -6 -7 9 8 -10 11 -12 12 17 14 15 -17 -18 21 20 -21 -22 22 24 27 25 26 -28 -29 -30 -31
leaf_value=0.0010098071184474976 0.00018376042135059834 -0.00098700702124599219 0.0021431789011694493 -0.0010700266758794897 -0.00073336574054944017 0.0017697366364743739 -0.00086235950421541935 -3.0148195703714559e-05 -0.0010538105734869735 -0.00095845571324591414 0.0020074861480419977 -0.0011242247962703308 -0.00072761087342061931 0.00014733549490171885 -0.00083631557269742889 0.000741313051286852 0.0018681580799498729 -0.00083846479224470953 0.00059555276413448155 0.00059460319523503514 0.0020989574620034544 0.00076556104241818604 0.00023331697545169542 -0.00032650102162733673 -0.0013380226845620203 0.0015370697490870954 -0.00019248083553975449 0.00031621249350295829 0.0018318923460286058 -0.0019160508858756379
leaf_weight=25 36 23 20 20 30 21 25 2318 36 36 28 24 27 21 31 25 21 26 20 38 20 27 24 20 25 25 55 22 26 26
leaf_count=25 36 23 20 20 30 21 25 2318 36 36 28 24 27 21 31 25 21 26 20 38 20 27 24 20 25 25 55 22 26 26
internal_value=0 0.000338959 0.000883553 -8.80268e-06 -1.77936e-06 5.55607e-06 -6.91374e-06 -3.47102e-05 -4.58032e-05 0.000104789 0.000460815 -1.71162e-05 6.65584e-05 0.000108727 0.000356453 -0.000132017 0.00100775 0.000141568 0.00054133 4.53758e-05 0.00134726 -1.05147e-05 7.55921e-05 -0.000302321 0.000307216 -5.34311e-05 0.000348004 -0.000726333 0.00106458 -0.00122494
internal_weight=0 79 56 3042 3022 2992 2971 2379 2354 592 151 441 405 123 98 56 42 381 105 65 40 276 250 95 155 105 80 68 50 46
internal_count=3121 79 56 3042 3022 2992 2971 2379 2354 592 151 441 405 123 98 56 42 381 105 65 40 276 250 95 155 105 80 68 50 46
is_linear=0
shrinkage=0.1


Tree=1439
num_leaves=31
num_cat=0
split_feature=1208 2 1209 403 2 403 1213 1213 3 403 2 43 4 3 13 1209 52 2 3 2 13 16 15 12 403 43 133 52 15 1213
split_gain=0.000944227 0.00560648 0.00357853 0.00102267 0.00160836 0.00157415 0.00121164 0.00341296 0.0028231 0.00190885 0.00646516 0.0015723 0.00882976 0.0309093 0.00470774 0.00330321 0.0106221 0.00328884 0.0045681 0.00555665 0.00425643 0.00377773 0.00364061 0.00763333 0.00586389 0.00380651 0.00362132 0.00499619 0.00356598 0.00255764
threshold=0.099975000000000008 0.088745000000000004 -0.094304999999999986 0.50894000000000006 0.086000000000000007 0.4024950000000001 -0.21306999999999995 -0.13252999999999998 -0.082794999999999994 0.104315 0.090425000000000019 0.0034250000000000005 -0.080584999999999976 -0.082404999999999992 -0.0065549999999999992 0.085875000000000021 0.08709500000000002 0.095545000000000005 -0.073309999999999986 0.10252500000000002 0.043850000000000007 -0.054549999999999994 0.090750000000000011 0.09320500000000001 -0.0076149999999999994 0.062770000000000006 -0.37971999999999995 1.0000000180025095e-35 -0.036009999999999993 -0.088569999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 8 -8 -4 11 -11 15 13 14 -13 29 -17 20 21 -20 22 -19 24 -24 -14 -25 -21 -28 -26 -9
right_child=1 -3 3 4 -6 -7 7 9 -10 10 -12 12 17 -15 -16 16 -18 18 19 26 -22 -23 23 25 28 -27 27 -29 -30 -31
leaf_value=-0.0012506079495601032 0.0014758007411189654 -0.00041938804552537972 -0.0014120013051433489 -0.001034040906597511 0.00013618942264103048 0.00071763164268040492 0.0013120167367742398 0.0009489586951011526 6.9803378331319746e-05 -0.00060304394178092478 0.0015743672444174688 0.0006044326908886433 -0.00073313834501378657 -0.0042304504004752504 -0.0011805179941637273 2.75844133391408e-05 0.0026492496169521476 -0.0018611863130770093 0.0013723711413331332 -0.0013343499174807221 0.00165682253233778 -0.00011009059592404149 -0.0018497588503426717 0.0010959471018785346 0.0004358704079269491 -0.00064027627408706951 0.0011350637722688799 -0.00073119481930916663 0.0018313563669410844 -1.2682227944966726e-05
leaf_weight=23 27 37 20 24 23 31 20 28 36 25 30 45 27 23 22 68 20 28 25 25 21 22 24 28 47 23 26 32 30 2261
leaf_count=23 27 37 20 24 23 31 20 28 36 25 30 45 27 23 22 68 20 28 25 25 21 22 24 28 47 23 26 32 30 2261
internal_value=0 0.000380145 -7.95854e-06 1.46167e-06 -0.000461375 8.74434e-06 1.31013e-06 1.02068e-05 -0.000459413 1.1665e-06 0.000584635 -1.01931e-05 -0.000182037 -0.00106747 1.83295e-05 2.21948e-05 0.000623417 4.05582e-05 -0.000300451 6.5407e-05 0.000309955 -0.0010907 0.000151943 -0.000379121 0.000534922 0.000312944 -0.000328257 0.000105404 0.000979566 -9.19036e-07
internal_weight=0 64 3057 3034 47 2987 2956 2900 56 2880 55 2825 448 90 67 2377 88 358 158 108 200 50 179 75 104 51 83 58 77 2289
internal_count=3121 64 3057 3034 47 2987 2956 2900 56 2880 55 2825 448 90 67 2377 88 358 158 108 200 50 179 75 104 51 83 58 77 2289
is_linear=0
shrinkage=0.1


Tree=1440
num_leaves=31
num_cat=0
split_feature=132 132 120 40 12 15 46 447 33 9 3 16 2 13 2 475 133 50 15 3 12 51 155 483 42 3 1451 1446 481 2
split_gain=0.00105554 0.0026053 0.00255929 0.00219294 0.00166029 0.00444317 0.00296133 0.00188791 0.00146943 0.00230125 0.0063711 0.00123423 0.00446906 0.00498801 0.00503717 0.00694907 0.0063535 0.00389071 0.00266696 0.00364068 0.00458794 0.00224892 0.00228226 0.00194113 0.00822877 0.00566851 0.00197885 0.00180135 0.00669246 0.0158189
threshold=-0.44750499999999993 -0.41127499999999995 0.093680000000000013 -0.24134999999999998 0.12757000000000002 0.14654000000000003 -0.043074999999999995 0.094580000000000011 -0.012019999999999998 0.091600000000000015 -0.014944999999999998 0.38525000000000004 0.12043500000000001 -0.074519999999999989 0.11474000000000002 0.05680000000000001 0.090665000000000009 -1.0000000180025095e-35 -0.043924999999999992 -0.24190499999999995 0.09334000000000002 -0.14660499999999996 0.083440000000000014 -0.096724999999999992 0.091295000000000015 -0.08323499999999999 0.080125000000000016 0.083715000000000026 -0.086484999999999992 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5 8 -8 11 -11 21 13 -13 15 16 18 -14 -15 -20 -21 22 -10 24 25 26 -23 -25 29 -29
right_child=1 2 -4 4 5 -7 7 -9 9 10 -12 12 17 14 -16 -17 -18 -19 19 20 -22 23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-0.00053835347983598083 0.0011163155204572139 0.00097971018201307102 -0.0010089787924662233 0.0010713249063253618 -0.00166896116954398 0.00030412412760779262 -0.00072734553315159352 -0.00084895990215815031 -0.0014052674405874038 -0.00049501114626764324 0.0020290927123278383 0.0013312213633281109 -2.1948392968624831e-05 -0.0004963697009121201 -0.0015338235306958468 -0.001270350821227219 0.0017681636102497577 0.0017786777483706829 -0.00060723849013447767 0.00015494876246925236 0.0020148311841434669 0.00086582790906201501 -0.00014317402337359167 -4.8717239398398039e-05 -0.0013428082843711308 0.0020942168963503922 -0.00048100067651830615 0.0033336175320159999 -2.5164637999195194e-05 -0.00050347046060117222
leaf_weight=36 21 23 25 26 21 25 27 26 23 20 20 26 20 56 23 34 25 30 25 36 21 24 38 2189 20 27 20 21 171 22
leaf_count=36 21 23 25 26 21 25 27 26 23 20 20 26 20 56 23 34 25 30 25 36 21 24 38 2189 20 27 20 21 171 22
internal_value=0 6.28224e-06 -1.32569e-06 6.96365e-06 -4.54507e-07 -0.000596632 8.77922e-06 -6.04674e-07 6.95435e-06 1.38122e-05 0.000767041 3.2443e-06 0.000196552 2.13737e-05 -0.000133427 3.00716e-05 0.000301325 0.00105843 3.55938e-05 0.000398886 0.000840169 -1.91506e-05 -0.000619045 -4.47796e-06 0.000448874 0.000953573 0.000253633 -2.16461e-05 0.000255264 0.00137046
internal_weight=0 3085 3064 3039 3016 46 2970 2944 2918 2891 40 2851 296 246 220 197 163 50 138 82 57 2555 61 2494 91 71 44 2403 214 43
internal_count=3121 3085 3064 3039 3016 46 2970 2944 2918 2891 40 2851 296 246 220 197 163 50 138 82 57 2555 61 2494 91 71 44 2403 214 43
is_linear=0
shrinkage=0.1


Tree=1441
num_leaves=31
num_cat=0
split_feature=33 120 150 147 142 11 2 121 1 46 10 9 2 2 1348 1348 147 150 16 2 447 3 13 3 52 2 2 2 52 16
split_gain=0.00109012 0.00111312 0.00207294 0.00117086 0.00121392 0.00383925 0.0015222 0.00272257 0.00143742 0.00250222 0.0013435 0.00353485 0.00173071 0.0052204 0.0014176 0.00184967 0.00210142 0.00180824 0.00197011 0.00527291 0.00220559 0.00152127 0.00620415 0.00502438 0.0124749 0.00541968 0.00462099 0.00803206 0.0045349 0.00435955
threshold=-0.044254999999999996 0.093680000000000013 0.14582500000000004 0.10784000000000001 -0.057499999999999989 -1.0000000180025095e-35 0.31358000000000003 -0.082399999999999987 0.15022500000000003 0.096120000000000011 -0.094984999999999986 0.092235000000000011 -0.080614999999999978 -0.023999999999999997 0.090205000000000021 0.085630000000000012 0.093875000000000014 -0.091839999999999991 -0.52595999999999987 0.096325000000000008 0.085205000000000017 0.048265000000000009 -0.15416999999999995 0.092670000000000016 -0.07278999999999998 0.086675000000000016 0.10045500000000002 0.10699500000000002 -0.080114999999999978 0.052820000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 9 10 -9 12 -12 -14 15 16 17 -15 19 -19 21 22 -20 24 -23 -25 28 -28 -27 -29
right_child=1 -3 -4 -5 5 6 -8 8 -10 -11 11 -13 13 14 -16 -17 -18 18 20 -21 -22 23 -24 25 -26 26 27 29 -30 -31
leaf_value=0.00070143772582841025 0.00077514644479379066 -0.00066955107916146514 0.00099056129609899866 -0.00076900796440895649 -0.0013227071874346375 -0.0011384683328547649 0.00072414594108303045 -0.00064269795020663887 -0.00072207165056304941 0.00093519754370610273 0.00071837030435827651 0.0011927491608075798 -0.0013448008496699663 0.00056479752268481613 0.00078571411457074728 -0.00089565494512815192 -0.0010163631779141725 0.00050213324991221146 -0.0016530036966761819 -0.0013063994697356401 0.0010111496529795906 -0.0003610692747558157 -2.4188276150633339e-06 -0.001449092731649137 0.0025738326319177367 0.00012400927010457964 -0.0019168170119103576 -0.00014942660810418368 0.0021173562854528427 0.0015176460623652452
leaf_weight=22 20 25 21 20 22 21 29 32 27 29 33 25 29 58 23 23 20 28 23 38 22 30 2300 23 28 25 21 62 21 21
leaf_count=22 20 25 21 20 22 21 29 32 27 29 33 25 29 58 23 23 20 28 23 38 22 30 2300 23 28 25 21 62 21 21
internal_value=0 -4.97955e-06 4.25233e-07 -6.3854e-06 -1.35657e-06 -6.51092e-06 3.17023e-06 -3.88861e-06 4.21277e-06 1.09422e-05 1.65164e-06 8.87883e-06 -1.58678e-06 -1.00872e-05 3.90657e-06 -2.64887e-06 4.90229e-06 1.24672e-05 3.41874e-07 -0.000539143 1.41641e-05 5.57611e-06 -1.87613e-05 0.000250319 0.00105578 -1.97194e-05 0.000199451 -0.000169683 0.00103402 0.000272363
internal_weight=0 3099 3074 3053 3033 3013 2991 2962 2941 2914 2885 2853 2828 2795 2766 2743 2720 2700 2642 66 2576 2554 2323 231 58 173 150 104 46 83
internal_count=3121 3099 3074 3053 3033 3013 2991 2962 2941 2914 2885 2853 2828 2795 2766 2743 2720 2700 2642 66 2576 2554 2323 231 58 173 150 104 46 83
is_linear=0
shrinkage=0.1


Tree=1442
num_leaves=31
num_cat=0
split_feature=402 1210 3 1213 12 1209 4 1209 0 402 13 129 2 133 1213 43 0 130 130 0 2 2 51 156 131 11 16 0 471 155
split_gain=0.000974345 0.00104574 0.00869083 0.00812996 0.00546877 0.00115966 0.00466519 0.00816413 0.00446623 0.00226026 0.00203568 0.000953689 0.00269117 0.00575437 0.00480933 0.00634423 0.00191133 0.00127599 0.00210895 0.00149826 0.00180485 0.00492042 0.00344263 0.00365625 0.00365372 0.00317568 0.00916882 0.00492979 0.00305966 0.00486801
threshold=0.31278000000000006 -0.087109999999999979 -0.082404999999999992 -0.085714999999999986 0.091715000000000005 0.082105000000000011 -0.086849999999999997 0.087355000000000002 -0.084384999999999988 -0.090599999999999986 -0.039649999999999998 0.091700000000000018 0.10584500000000001 -0.095184999999999978 -0.059794999999999994 -0.095049999999999982 -0.059114999999999994 -0.22699999999999995 -0.14723999999999998 0.22582000000000002 0.10912000000000001 0.10774000000000002 -0.44986999999999994 -0.03497999999999999 0.10488000000000001 0.094350000000000003 0.6352000000000001 0.030935000000000004 0.094575000000000006 0.11245500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 11 -7 -8 -9 10 -10 17 13 -13 -15 -16 -14 -3 -19 20 21 28 -22 -24 25 26 27 -25 29 -20
right_child=-2 5 3 -5 -6 6 7 8 9 -11 -12 12 16 14 15 -17 -18 18 19 -21 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00046315323658442751 0.00067886079750245534 -0.00081817755941301592 1.77738256752491e-05 -0.0028335347792744874 0.001847379207611084 -0.00098898587554382771 0.0023821919108740989 -0.0010894920110744849 0.0003874179134772231 -0.00013388183265159305 0.0017293556744698438 -0.00068586800082592729 -0.0010781530872918665 -0.00023770791620178065 0.000195154614365575 0.0024155752902339784 0.0002400160142728551 0.00084688327873923958 -5.1430269262426755e-05 -0.00088779466925188906 0.0011675631409631142 -0.0012363731963809447 0.001407154135035853 -0.0001080692109618602 0.0011809539757310771 0.00099466574195373287 -0.0021952929116028485 0.0011324660297915607 -0.0010433948280600209 0.00091075468204777552
leaf_weight=21 21 20 20 20 20 24 20 22 26 31 20 29 22 23 22 31 22 28 2002 20 31 35 20 378 26 28 20 35 30 54
leaf_count=21 21 20 20 20 20 24 20 22 26 31 20 29 22 23 22 31 22 28 2002 20 31 35 20 378 26 28 20 35 30 54
internal_value=0 -4.59874e-06 -0.000359183 -0.00140788 0.000663936 4.9148e-06 0.00028286 0.000539367 0.000167079 0.000526099 0.000970869 -8.90515e-06 0.000237448 0.00051256 0.000969855 0.00149389 -0.000419069 -2.23656e-05 -1.64859e-05 -2.55096e-05 -1.90238e-05 -6.05175e-05 0.00014456 8.20095e-05 2.75888e-05 -3.746e-05 -0.000104203 -2.93911e-06 -4.07883e-05 -2.61589e-05
internal_weight=0 3100 81 40 41 3019 143 119 99 77 46 2876 149 105 76 53 44 2727 2707 2679 2659 2121 538 507 487 461 433 413 2086 2056
internal_count=3121 3100 81 40 41 3019 143 119 99 77 46 2876 149 105 76 53 44 2727 2707 2679 2659 2121 538 507 487 461 433 413 2086 2056
is_linear=0
shrinkage=0.1


Tree=1443
num_leaves=31
num_cat=0
split_feature=1426 1425 1426 156 52 1419 1429 2 49 157 51 157 51 157 1371 42 151 151 3 150 151 475 13 475 474 2 157 1429 151 457
split_gain=0.000920574 0.00116462 0.00105497 0.00175904 0.00137459 0.00203349 0.00113226 0.00335306 0.00868639 0.00218358 0.0127596 0.00707114 0.00337947 0.00433092 0.00220327 0.00740374 0.00315861 0.00134637 0.0067953 0.00238565 0.00211968 0.00179588 0.00611864 0.00412296 0.00300478 0.00344432 0.0022462 0.00192002 0.0018629 0.00318381
threshold=-0.10090499999999998 0.10034500000000002 -0.061919999999999996 0.14862 -0.56741999999999992 0.098075000000000009 -1.0000000180025095e-35 0.10060500000000001 0.086815000000000017 -0.087424999999999989 -0.085534999999999986 -0.086554999999999979 0.078435000000000019 -0.090569999999999998 0.083235000000000017 0.084145000000000011 -0.54279999999999984 0.13340000000000005 -0.080734999999999987 0.12706500000000001 0.092070000000000013 -0.082759999999999986 -0.0082249999999999979 -0.074744999999999992 0.082665000000000002 0.08839000000000001 -0.078754999999999978 0.086295000000000011 0.056735000000000001 0.18340000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -6 10 -8 -11 13 -12 16 -16 -13 19 -19 20 21 22 24 26 -18 -26 -23 -24 29 -25
right_child=1 -3 3 -5 5 -7 9 -9 -10 11 12 14 -14 -15 15 -17 17 18 -20 -21 -22 23 27 28 25 -27 -28 -29 -30 -31
leaf_value=0.00065986295248010379 -0.00057958945493033574 -0.00071341161788238778 0.00063235989372889675 0.00087795574268650109 0.00087796733789366206 -0.00085528470476024928 -0.0023841785186400209 0.001361428933159914 -0.0016684122834010936 0.0018361198593906704 0.0018538537010317668 0.001257332946988754 -0.00044787278191348463 -0.0002023084421775171 -0.0019905189496719025 0.00066790344542823734 8.8661664631217728e-06 -0.0018832611676771194 0.00072351856622844936 0.00095783747472943589 -0.00075632507969449099 -0.00018612552521517502 -0.0009466617666047943 5.4177647492202421e-06 0.0020050344239765159 0.00054483002858302955 -0.0015045081198747671 0.00018286502152612365 0.00083001915923819911 -0.0012617050739936531
leaf_weight=21 31 23 34 23 37 28 26 24 21 21 20 20 46 21 22 20 30 20 20 26 37 24 34 2325 30 35 28 27 27 20
leaf_count=21 31 23 34 23 37 28 26 24 21 21 20 20 46 21 22 20 30 20 20 26 37 24 34 2325 30 35 28 27 27 20
internal_value=0 -4.47004e-06 8.29163e-07 6.73625e-06 1.07716e-07 -7.08418e-06 9.3663e-07 0.000367347 -4.39977e-05 -9.4995e-06 -0.000440373 8.10308e-06 0.000140534 0.000800697 -5.88175e-06 -0.000724604 5.28596e-06 -4.04722e-06 -0.000579871 4.66748e-06 -4.8023e-06 5.97535e-06 0.000334852 -1.519e-05 0.000836695 0.00121877 -0.000896024 -0.000446707 4.12003e-06 -5.38925e-06
internal_weight=0 3100 3077 3046 3023 2989 2961 82 58 2879 113 2766 87 41 2745 42 2703 2683 40 2643 2617 2580 156 2424 95 65 52 61 2372 2345
internal_count=3121 3100 3077 3046 3023 2989 2961 82 58 2879 113 2766 87 41 2745 42 2703 2683 40 2643 2617 2580 156 2424 95 65 52 61 2372 2345
is_linear=0
shrinkage=0.1


Tree=1444
num_leaves=31
num_cat=0
split_feature=33 9 1 34 9 1 121 50 50 0 49 157 0 0 1429 16 4 16 2 447 483 1446 1446 4 156 1429 49 474 42 4
split_gain=0.000893642 0.00117449 0.0029352 0.00124299 0.00165555 0.00315604 0.00377603 0.00211309 0.00914248 0.00391561 0.00358023 0.00282717 0.00197461 0.004666 0.00325617 0.00665094 0.00402675 0.00149558 0.00252764 0.00235525 0.00169981 0.00146906 0.00462966 0.00194021 0.00167411 0.00182529 0.00402085 0.00578176 0.00426812 0.00188517
threshold=-0.044254999999999996 0.091905000000000014 0.13332000000000002 -0.097449999999999981 -0.093504999999999991 0.16540500000000002 -0.094339999999999993 -0.099524999999999988 -0.24386999999999998 -0.067094999999999988 0.11428500000000001 0.63604500000000008 0.12358500000000001 0.10455500000000001 -0.0091699999999999993 0.38525000000000004 -0.37944499999999992 -0.5435399999999998 0.10222000000000002 0.094580000000000011 -0.47181499999999993 0.10428500000000002 0.11787500000000002 -0.51843499999999987 0.12734000000000004 -1.0000000180025095e-35 0.08734500000000002 0.090440000000000006 0.084435000000000024 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 9 10 -8 12 13 17 -14 16 -16 18 -9 20 -19 23 -23 -22 25 26 27 28 -25 -27
right_child=1 2 -4 4 5 -7 7 11 -10 -11 -12 -13 14 -15 15 -17 -18 19 -20 -21 21 22 -24 24 -26 29 -28 -29 -30 -31
leaf_value=0.00063508864206431265 0.00078936835052445531 -0.0012295728771557781 0.00025906248181989351 -0.00090839228156255566 -0.0013401463339548737 0.0012564592418493703 -0.0016530773602426053 -0.00024825527600894152 0.0019964964864941847 0.00059272551512722636 0.00019556859508156776 -0.0011959650315111505 -0.00064235474640989432 -0.001219947810022859 -0.0005124123044928687 0.0021106357514023939 0.0011304544638842345 0.00079698883391057069 0.0010110603170540196 -0.00096403592839263959 0.00082370290469303397 -0.0013507595689940988 0.00042318738123867664 0.00053519253619015216 -0.00076874193378146099 0.0008793623590305366 -0.00082613713166210809 -0.00067449821479385723 0.0023458309145138155 -3.0410675807989731e-05
leaf_weight=22 20 26 27 20 21 20 22 28 28 42 20 20 23 32 37 24 25 26 37 26 28 31 28 30 29 23 20 20 23 2343
leaf_count=22 20 26 27 20 21 20 22 28 28 42 20 20 23 32 37 24 25 26 37 26 28 31 28 30 29 23 20 20 23 2343
internal_value=0 -4.50853e-06 -0.000471211 3.61204e-06 -1.58133e-06 4.45201e-06 -3.93383e-06 5.53007e-06 0.000431608 -9.00221e-05 -0.00077277 -1.11964e-05 -2.83237e-06 -1.95328e-05 0.000414525 0.000697179 0.000150034 -5.26336e-06 0.000468586 -1.69878e-05 -7.521e-06 -1.56442e-05 -0.000508886 -4.07772e-06 -1.33936e-05 -4.48544e-06 0.000430077 0.000774246 0.00132094 -2.15667e-05
internal_weight=0 3099 53 3046 3026 3006 2986 2965 112 84 42 2853 2833 2724 109 86 62 2692 65 2627 2601 2575 59 2516 2488 2459 93 73 53 2366
internal_count=3121 3099 53 3046 3026 3006 2986 2965 112 84 42 2853 2833 2724 109 86 62 2692 65 2627 2601 2575 59 2516 2488 2459 93 73 53 2366
is_linear=0
shrinkage=0.1


Tree=1445
num_leaves=31
num_cat=0
split_feature=130 2 105 33 11 1 1 9 13 123 124 48 48 13 49 16 0 12 1 48 160 49 133 12 15 48 51 48 3 151
split_gain=0.000945984 0.00201166 0.00145329 0.00271351 0.00151727 0.0012905 0.00153177 0.00174048 0.00678221 0.00156121 0.0017297 0.00129135 0.00490286 0.00332961 0.00555746 0.00516522 0.00360762 0.00352873 0.00341297 0.00326465 0.00764698 0.00285573 0.00244763 0.00352482 0.00217294 0.00207049 0.00820013 0.00434689 0.00733823 0.0040994
threshold=-0.23123999999999997 0.31358000000000003 0.079510000000000011 -1.0000000180025095e-35 -0.014494999999999999 0.15799000000000005 0.14754500000000001 0.084755000000000011 -0.013634999999999998 -1.0000000180025095e-35 0.10195500000000002 0.092265000000000014 0.095090000000000022 -0.096404999999999991 0.10299000000000001 -0.073849999999999985 -0.10324499999999999 0.085885000000000017 0.099660000000000012 0.089575000000000016 0.085330000000000003 -0.045154999999999994 0.087415000000000007 0.087505000000000013 -0.12563999999999997 0.083685000000000009 0.088210000000000011 0.086425000000000016 -0.06977499999999999 -0.08688499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 9 -9 -6 11 19 -13 16 15 17 -14 -15 -16 25 -21 -17 23 -23 -20 -11 27 29 -29 -27
right_child=1 -3 -4 4 5 -7 -8 8 -10 10 -12 12 13 14 18 21 -18 -19 24 20 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00063895714550238597 0.0010071188258869504 -0.00081964326789602633 -0.000806621434722646 0.00084719239135405851 0.00084240700181742966 -0.00072125503839924935 0.00072344795435442242 0.00072206068328920414 -0.0016242222719094054 -2.343889612261431e-05 -0.00084860514519580958 0.0012911997927908994 0.00016090960657826013 -0.00051563413137995201 -0.00015776302933580047 0.00068801333863203508 0.0017726855915195 -0.0023085575184917878 0.001918952532910875 -4.8188182419202673e-06 -0.0023470136965624989 -0.0016594687199685725 0.00043970885987315952 -9.5293879413100728e-05 0.00046251707826741042 -0.00038513387659225951 0.0020558471718686634 0.00054662316777886685 -0.0018292545721543812 0.0014120378873000543
leaf_weight=23 27 30 22 21 22 25 29 22 28 2322 24 36 41 23 33 33 21 21 21 46 20 25 24 34 20 22 24 26 26 30
leaf_count=23 27 30 22 21 22 25 29 22 28 2322 24 36 41 23 33 33 21 21 21 46 20 25 24 34 20 22 24 26 26 30
internal_value=0 -4.74371e-06 3.22467e-06 9.07385e-06 1.47978e-07 -5.78529e-06 2.31107e-07 -6.89297e-06 -0.000591858 3.21354e-06 -3.21482e-06 3.90925e-06 0.000189279 5.52612e-05 -0.000117378 -0.000448803 0.000706834 -0.00137135 0.000599218 -2.05513e-05 -0.000714575 -9.88729e-05 -0.000411731 -0.00075808 0.0012085 -1.85511e-06 0.000389688 5.19014e-06 -0.000641316 0.000651696
internal_weight=0 3098 3068 3046 3019 2998 2973 2944 50 2894 2872 2848 332 296 234 160 62 44 74 2516 66 116 83 59 41 2450 128 104 52 52
internal_count=3121 3098 3068 3046 3019 2998 2973 2944 50 2894 2872 2848 332 296 234 160 62 44 74 2516 66 116 83 59 41 2450 128 104 52 52
is_linear=0
shrinkage=0.1


Tree=1446
num_leaves=31
num_cat=0
split_feature=44 0 1 49 1374 151 2 42 16 151 157 1429 1372 12 474 49 3 1446 48 133 1374 48 16 15 15 42 151 49 3 0
split_gain=0.000898338 0.00167317 0.00970541 0.0011372 0.00102851 0.00142256 0.00369305 0.00332973 0.00325772 0.00305372 0.00135762 0.00825073 0.00501249 0.00285627 0.00423481 0.00546551 0.00419669 0.00190812 0.00153802 0.00307159 0.0029073 0.0027539 0.00610634 0.00281523 0.00698258 0.00309826 0.00209864 0.00293982 0.00200689 0.00195308
threshold=0.099360000000000018 -0.24955499999999997 0.10781 0.42011000000000004 -0.41674499999999998 0.084350000000000008 0.11293500000000002 0.088670000000000013 -0.010699999999999999 0.0045550000000000009 -0.087424999999999989 0.057970000000000008 -1.0000000180025095e-35 0.094435000000000005 0.088820000000000024 0.086815000000000017 -0.080409999999999995 0.11787500000000002 0.092805000000000012 0.091250000000000012 0.088460000000000011 0.097500000000000017 -0.08231999999999999 -0.083359999999999976 -0.12255999999999999 0.086730000000000015 -0.089594999999999994 -0.054319999999999993 -0.063074999999999978 -0.21861499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 9 7 8 -7 10 11 13 -12 14 15 16 -6 18 20 21 26 22 -20 24 25 -23 27 -14 -25 -28
right_child=-2 3 -4 -5 5 6 -8 -9 -10 -11 12 -13 17 -15 -16 -17 -18 -19 19 -21 -22 23 -24 28 -26 -27 29 -29 -30 -31
leaf_value=0.0020259280274014758 -0.00051898483723176255 -0.00069503567425445434 -0.00098612319678068158 -0.00067487555253319446 0.0020555425043373059 -0.0013407562642400578 0.001554186482514654 0.00088330002909060574 0.00024001010970096104 -0.0010096726263630748 0.0013071030386102697 -0.0017160143472210621 0.0012890134200429673 -0.00072511366178172046 -0.00076839735198658537 -0.00053814717108859142 0.00023716795026716269 0.00095669587164939863 0.002255238656906168 -0.00048988599256794582 -0.0012248457138366578 -0.00014854060421688094 3.7912542811008516e-05 0.00017382283492580706 -0.0017782342071586755 0.0012068604871344109 -0.00078487014026690943 6.2759407834770783e-05 0.0014948532309221186 -2.1285950222554098e-05
leaf_weight=23 33 21 20 25 30 22 21 32 32 30 30 32 29 34 26 24 22 21 23 46 20 48 27 23 20 26 34 60 23 2264
leaf_count=23 33 21 20 25 30 22 21 32 32 30 30 32 29 34 26 24 22 21 23 46 20 48 27 23 20 26 34 60 23 2264
internal_value=0 5.54614e-06 0.000624974 -3.20112e-06 2.3591e-06 7.24249e-06 0.000365301 7.49917e-05 -0.000404006 -6.00518e-06 4.51545e-06 -0.000271287 2.17147e-05 6.86488e-05 0.000333236 0.000710111 0.00128623 7.23962e-06 -3.04304e-07 0.000243316 -2.41907e-05 0.000420829 0.00105788 0.000193309 -0.000120386 0.000327681 -1.41307e-05 0.000462325 0.000834338 -3.25835e-05
internal_weight=0 3088 43 3045 3020 2999 107 86 54 2892 2862 168 2694 136 102 76 52 2664 2643 236 2407 190 50 140 94 74 2387 89 46 2298
internal_count=3121 3088 43 3045 3020 2999 107 86 54 2892 2862 168 2694 136 102 76 52 2664 2643 236 2407 190 50 140 94 74 2387 89 46 2298
is_linear=0
shrinkage=0.1


Tree=1447
num_leaves=31
num_cat=0
split_feature=1366 454 0 15 15 15 132 1204 402 15 131 1 3 481 158 51 401 403 0 42 42 133 3 52 160 1211 393 403 2 11
split_gain=0.000855475 0.0012646 0.00104977 0.00480622 0.000991072 0.00872217 0.00826832 0.0101427 0.00594719 0.00419943 0.00334611 0.00626947 0.00383833 0.00278782 0.00375919 0.00289399 0.00369495 0.00320106 0.00590805 0.0045593 0.00698943 0.00313743 0.00395632 0.00346933 0.00220771 0.00159368 0.00275057 0.00695423 0.00236141 0.00216925
threshold=-0.079979999999999982 -0.037229999999999992 -0.24955499999999997 -0.055554999999999993 0.091650000000000023 0.091295000000000015 -0.083284999999999984 -1.0000000180025095e-35 0.23460000000000003 0.092715000000000006 0.080385000000000012 0.09253500000000002 -0.12018999999999998 -0.074219999999999994 0.112085 0.10501000000000001 0.13148500000000005 -0.072624999999999981 -0.070499999999999993 0.11275500000000001 0.09858500000000002 0.093615000000000018 -0.067429999999999976 0.096795000000000006 -0.072884999999999991 0.11088500000000003 0.097165000000000015 -0.084674999999999986 0.084515000000000021 0.10458500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 8 -6 -8 25 -9 12 -12 -11 -14 15 16 17 18 -15 20 21 22 23 -19 -13 26 29 28 -28 -4
right_child=1 2 4 -5 6 -7 7 9 -10 10 11 24 13 14 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00040620096614493018 -0.00076219428394159138 -0.00054361331064931376 -4.9345277324945054e-05 0.0015714099569734009 0.0018225633694479864 -0.0019310501377428108 -0.0021804792832699604 0.0011268713668246882 0.0016602278659818349 0.0013463344252668322 -0.001913540879104403 0.00080381485749967405 0.00097715325866981097 0.0019447625746302631 -0.0013583288424706553 0.00092502327332862056 -0.0012958651218055325 -0.0021783493665134303 -0.00018551181768998505 -0.0012466737673798155 0.0016052651365753264 0.00064794829065379289 0.0002557092735059996 -0.00039503122388850898 -0.00064786032889969653 -0.00074225618023305174 0.00051264718252544601 0.0018164791898535833 -0.0010056356989662165 0.00083610120761607376
leaf_weight=51 22 22 2337 21 27 24 20 38 21 25 24 22 30 23 20 34 22 20 30 31 25 28 32 24 20 31 21 28 20 28
leaf_count=51 22 22 2337 21 27 24 20 38 21 25 24 22 30 23 20 34 22 20 30 31 25 28 32 24 20 31 21 28 20 28
internal_value=0 -6.74796e-06 -1.29527e-06 0.000489305 -8.3155e-06 -3.38188e-05 0.000121004 2.28373e-05 -1.55028e-05 0.0001212 2.7991e-05 -0.000624216 0.000153124 5.9612e-05 -3.56345e-05 6.27071e-05 -6.20536e-05 6.53823e-05 0.000738947 -0.000157736 0.000103947 -0.000256947 -0.000590329 -0.00120563 0.000112541 -2.97788e-05 -2.07045e-05 0.000601656 -0.000227979 -3.88622e-05
internal_weight=0 3070 3048 43 3005 2510 495 468 2486 448 410 66 344 319 289 269 235 213 53 160 129 104 76 44 42 2465 2434 69 41 2365
internal_count=3121 3070 3048 43 3005 2510 495 468 2486 448 410 66 344 319 289 269 235 213 53 160 129 104 76 44 42 2465 2434 69 41 2365
is_linear=0
shrinkage=0.1


Tree=1448
num_leaves=31
num_cat=0
split_feature=132 132 124 10 10 43 367 12 12 3 42 42 42 1208 1208 46 471 471 403 16 403 400 133 43 132 399 393 15 16 2
split_gain=0.000941287 0.00218295 0.00192831 0.00111334 0.00162033 0.001038 0.00102761 0.00176805 0.00209616 0.0036494 0.00233334 0.00153316 0.00187718 0.00155985 0.00562996 0.00149865 0.0025512 0.00235183 0.00144025 0.00575613 0.00242403 0.00182072 0.00198863 0.00191617 0.00143209 0.012913 0.0106626 0.00309586 0.00286836 0.00285213
threshold=-0.44750499999999993 -0.41127499999999995 -0.24044499999999999 0.18116500000000002 0.10223 0.41889000000000004 -0.0098099999999999975 0.23631000000000002 0.13043000000000002 -0.049509999999999992 0.13800000000000004 0.12181500000000002 0.11934000000000002 0.10837500000000001 0.098655000000000007 0.10253500000000002 0.093985000000000013 0.10400000000000002 -0.5335399999999999 -0.079504999999999978 -0.52445499999999989 0.11741500000000001 -0.54084999999999994 0.28064000000000006 -0.083284999999999984 0.091255000000000017 0.11213000000000002 0.084840000000000013 -0.089669999999999986 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 10 -10 11 12 13 14 15 16 18 -18 19 -8 -20 22 -22 24 25 27 -26 28 -24 -30
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 -12 -13 -14 -15 -16 -17 17 -19 20 -21 21 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=-0.00050838241284307314 0.0010220154122050321 -0.00097973628784529874 0.00058379889407660817 0.00066998683847486985 -0.00083624168258646266 0.00072432132437825212 0.0016835653676632017 -0.0009187300035375216 0.0015625411361131982 -0.00021886079288695171 -0.0010117677614249734 0.00064796881181084453 -0.00088940290443133567 0.00081891557404204559 -0.0016797490121098235 -0.0007514929528742169 0.0015708589542191476 3.7289768224582081e-05 -0.0010816164203875122 -0.00031576334367855452 0.00093117354376970438 -0.00083555299251411976 -0.00068656164680410607 -0.00089218039623422871 8.4237297745389511e-06 0.002659271668526344 -0.002310137667518575 -0.0012428735548746773 0.0013569458778365517 -0.00018607319697089817
leaf_weight=36 21 20 30 25 23 20 24 21 23 23 23 36 24 23 20 26 20 20 21 36 23 26 26 24 2399 20 20 20 25 23
leaf_count=36 21 20 30 25 23 20 24 21 23 23 23 36 24 23 20 26 20 20 21 36 23 26 26 24 2399 20 20 20 25 23
internal_value=0 5.93249e-06 -1.03153e-06 5.39886e-06 -1.04517e-07 6.31443e-06 1.48911e-06 -4.44072e-06 2.1234e-06 0.00067184 -8.57718e-06 -4.9826e-07 -8.77656e-06 -1.21754e-06 -8.01994e-06 4.12484e-06 1.13291e-05 0.000804074 -4.72079e-07 0.000483968 -1.15366e-05 -2.91351e-06 5.47743e-06 -2.84913e-06 5.57722e-06 0.000351941 -1.07459e-05 -0.00013898 0.00015937 0.000617583
internal_weight=0 3085 3064 3044 3019 2996 2976 2946 2925 46 2879 2856 2820 2796 2773 2753 2727 40 2687 60 2627 2606 2580 2557 2533 114 2419 94 74 48
internal_count=3121 3085 3064 3044 3019 2996 2976 2946 2925 46 2879 2856 2820 2796 2773 2753 2727 40 2687 60 2627 2606 2580 2557 2533 114 2419 94 74 48
is_linear=0
shrinkage=0.1


Tree=1449
num_leaves=31
num_cat=0
split_feature=132 132 394 15 0 0 16 4 1203 1200 2 133 128 38 2 0 2 0 1209 481 1456 0 13 159 1213 481 2 0 47 1
split_gain=0.000962539 0.00662568 0.00955765 0.00179829 0.00384675 0.00277888 0.0031229 0.00368874 0.0011514 0.00210482 0.00190031 0.00113752 0.00125068 0.00216528 0.00117506 0.00839766 0.00596664 0.00382497 0.00381541 0.0037682 0.00557087 0.00485366 0.00374802 0.00637814 0.00598233 0.0122821 0.00510846 0.00489929 0.00486946 0.0135658
threshold=-0.085749999999999979 -0.083284999999999984 0.11233000000000001 0.084370000000000014 -0.082084999999999977 -0.073309999999999986 -0.092124999999999985 0.0016150000000000003 0.088155000000000011 0.090100000000000013 0.086000000000000007 -0.51151499999999983 0.11876500000000001 0.11100500000000002 0.08647500000000001 -0.23001499999999997 0.086825000000000013 -0.26609999999999995 -0.080689999999999984 -0.087424999999999989 0.08814000000000001 -0.086554999999999979 -0.077799999999999994 -0.41906499999999997 0.04198000000000001 -0.083994999999999986 0.08622500000000001 -0.082394999999999982 0.09550500000000002 0.102705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 8 5 -5 6 -1 -8 11 10 -10 -3 13 14 15 -13 -16 -18 -19 21 22 -17 24 -24 25 -21 27 -27 -25 -30
right_child=1 2 -4 4 -6 -7 7 -9 9 -11 -12 12 -14 -15 16 19 17 18 -20 20 -22 -23 23 28 -26 26 -28 -29 29 -31
leaf_value=-0.00047121583961714538 0.0013256720120185302 0.00071902854542713621 -0.0020798031097828329 -0.0018046328460332006 -9.8841985126431938e-05 -0.00099478772293008192 0.00010286896416427903 0.001746758880991755 0.00015791680309034531 -0.00034683119586628421 0.0014878382038494404 0.0021092040656367317 0.00074814222223887393 -0.0010455671674571931 -0.0015019647652349836 0.00031531601673036465 -0.0012570163158234209 -0.0013494745955713802 7.3803304212820285e-06 -0.0019585881478493459 0.0016557417648569259 -0.0017117312622118603 -0.0017997750821946699 -0.00018824243488533394 0.0014571068664449023 5.3376666491621528e-06 0.0017654591232051397 0.00086277671688612619 0.0029137588141020391 -0.00012027996734624531
leaf_weight=39 38 22 22 20 39 23 39 21 21 23 22 20 22 20 28 21 25 21 1577 26 22 27 22 443 38 296 22 86 20 56
leaf_count=39 38 22 22 20 39 23 39 21 21 23 22 20 22 20 28 21 25 21 1577 26 22 27 22 443 38 296 22 86 20 56
internal_value=0 1.37793e-05 -3.39915e-06 -0.000223819 -0.000677076 -4.62057e-06 0.000225418 0.00067823 1.24623e-05 0.000425327 0.000838342 2.77888e-06 -2.86492e-06 -8.8296e-06 -1.28969e-06 7.88298e-05 -5.46218e-05 -2.96522e-05 -1.04507e-05 4.11954e-05 8.15179e-05 -0.000824898 4.71939e-05 -0.000132065 0.000254414 0.000148129 0.00028371 0.000198374 -6.13717e-05 0.000678151
internal_weight=0 2940 2902 181 59 122 99 60 2880 66 43 2814 2792 2770 2750 1099 1651 1623 1598 1079 1031 48 1009 541 468 430 404 382 519 76
internal_count=3121 2940 2902 181 59 122 99 60 2880 66 43 2814 2792 2770 2750 1099 1651 1623 1598 1079 1031 48 1009 541 468 430 404 382 519 76
is_linear=0
shrinkage=0.1


Tree=1450
num_leaves=31
num_cat=0
split_feature=132 16 43 400 15 15 15 402 1455 159 1456 131 52 480 1210 402 4 4 2 403 12 16 42 12 130 40 15 15 15 50
split_gain=0.000977475 0.0037011 0.00170715 0.00263086 0.00132955 0.00910345 0.00565287 0.00502841 0.00220946 0.00308994 0.00264445 0.00279084 0.00527496 0.00366363 0.00241767 0.00520798 0.00446925 0.00633865 0.00324648 0.00594005 0.00673309 0.0111288 0.00493724 0.0026293 0.00155566 0.00366103 0.00149666 0.00249353 0.00524446 0.00520273
threshold=-0.40070499999999992 -0.073404999999999984 0.40735000000000005 0.10782000000000001 0.091650000000000023 0.091295000000000015 0.092400000000000024 0.23460000000000003 -0.079434999999999992 -0.46267499999999995 0.061930000000000006 0.08956500000000002 0.2800700000000001 -0.039079999999999997 -0.0049999999999999984 0.020685000000000005 -0.077679999999999985 -0.079164999999999985 0.10327000000000001 0.0071950000000000009 0.096830000000000013 -0.040964999999999994 0.09796500000000001 0.094070000000000015 -0.22461999999999996 -0.15892999999999999 0.090615000000000015 0.088655000000000025 0.088345000000000021 0.090980000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 -6 24 -8 -10 11 13 -13 -11 15 -15 17 -16 19 20 21 23 -20 -18 -2 -26 27 28 -27 -29
right_child=2 -3 3 -5 6 -7 8 -9 9 10 -12 12 -14 14 16 -17 18 -19 22 -21 -22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=0.00046703886036993938 -0.00084331954991363972 -0.0010754529681123262 0.0013033024920150638 -0.00023545399424619974 0.0014149828140172318 -0.0020102789741940799 -0.00091869863522747025 0.0015292122336437129 0.0012362510836480753 0.001420150844015829 -0.0010764665948227049 0.00044994181741706354 -0.0017399029203013262 0.0019272839306809363 -3.4474416558320324e-05 -0.00032748475030530249 0.0017379215924302118 -0.0018902967791431227 -0.0011191275705200634 -0.00081739777921757207 -0.0002215188728379352 -7.8859949415480653e-05 0.00087204217212274678 0.0033594327466562393 0.001330398905556649 -3.0094978206251285e-05 0.00064082384165940873 -0.00086093812734278899 0.0014559037916721234 0.00074911427218467004
leaf_weight=28 23 35 25 20 33 23 22 21 23 23 20 22 22 21 63 20 20 26 33 25 35 27 20 20 20 2280 33 88 24 26
leaf_count=28 23 35 25 20 33 23 22 21 23 23 20 22 22 21 63 20 20 26 33 25 35 27 20 20 20 2280 33 88 24 26
internal_value=0 -0.000389901 8.03263e-06 0.000619411 -1.09847e-06 -2.98363e-05 0.000152452 -1.17249e-05 5.81911e-05 0.000109361 4.40757e-05 0.000103521 -0.000644981 0.000202422 0.000112074 0.000827397 3.04755e-06 -0.000576625 0.000289663 0.000564014 0.000902595 0.00148982 -0.000367743 0.00254868 -2.46999e-05 -1.70802e-05 -2.80756e-05 -3.72045e-05 -1.46158e-05 -0.000493733
internal_weight=0 63 3058 45 3013 2538 475 2515 442 420 397 377 44 333 310 41 269 89 180 127 102 67 53 40 2494 2471 2451 2418 2304 114
internal_count=3121 63 3058 45 3013 2538 475 2515 442 420 397 377 44 333 310 41 269 89 180 127 102 67 53 40 2494 2471 2451 2418 2304 114
is_linear=0
shrinkage=0.1


Tree=1451
num_leaves=31
num_cat=0
split_feature=130 39 47 132 2 15 52 52 1185 0 399 52 12 4 1 13 39 1 10 9 123 9 30 10 10 131 12 132 12 402
split_gain=0.00105952 0.00173256 0.00112225 0.00103013 0.00295165 0.00360194 0.005601 0.00251678 0.00245528 0.00239051 0.00259535 0.00470481 0.00214528 0.00126992 0.00177923 0.00284655 0.00722586 0.00241706 0.00175896 0.00391728 0.00315344 0.00214594 0.00138198 0.00187456 0.0032149 0.00125492 0.00300162 0.00133912 0.00529881 0.00346356
threshold=-0.23123999999999997 0.15619500000000003 0.14397500000000002 -0.083174999999999985 0.083385000000000015 0.091295000000000015 0.092320000000000013 0.08709500000000002 -0.083264999999999992 -0.082284999999999983 0.08832000000000001 0.084735000000000019 0.091840000000000019 0.62931500000000018 0.13756000000000004 -0.28558999999999996 0.089790000000000023 0.13604000000000002 1.0000000180025095e-35 0.088235000000000022 0.084660000000000013 0.088665000000000008 0.087020000000000014 -0.086389999999999981 -0.0082499999999999987 0.11925000000000001 0.095330000000000012 0.10833500000000001 0.089300000000000004 0.31278000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 12 6 7 9 -5 10 11 -6 -2 14 17 -16 -17 18 19 22 21 -20 23 -10 -25 27 -27 29 -29 -26
right_child=1 -3 -4 8 5 -7 -8 -9 13 -11 -12 -13 -14 -15 15 16 -18 -19 20 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.00067621546939177369 -0.0016141365358160566 -0.00093275306280702361 0.0007476544374367222 0.0010895628305574757 4.3985029117687157e-05 -0.0011189315235242247 0.0017141009122133254 -0.00092325065072925241 -0.00078773480616897967 -0.00051126895567803231 -0.00045501251344830961 0.0020675779529847208 -0.00019802427079412154 -0.00062211911090344081 -0.00022383541620981238 0.0019530342946139476 -0.00030193017220072867 -0.0010722913771002954 0.00029641145141795283 -0.001205917208938411 -0.00049387714476324619 0.0017437681799665804 0.00079406728407114061 0.0012395656512429317 -1.3137787333385615e-05 0.0010598938379761031 -0.00030324341535257798 -0.0015720903624941666 0.00025284672681264944 0.0013084094156511129
leaf_weight=23 23 20 20 21 27 26 20 28 30 36 20 20 20 32 39 30 27 21 20 27 20 21 22 21 2355 35 30 26 41 20
leaf_count=23 23 20 20 21 27 26 20 28 30 36 20 20 20 32 39 30 27 21 20 27 20 21 22 21 2355 35 30 26 41 20
internal_value=0 -5.02032e-06 1.00783e-06 -3.8754e-06 -0.000212335 -3.17966e-05 0.000155392 -8.25786e-05 1.22842e-05 0.000145954 0.000499088 0.000905088 -0.00095548 4.2534e-06 1.14505e-05 0.000434472 0.000884893 -3.6518e-06 4.75953e-06 -7.66068e-06 0.000535571 0.00103774 4.87921e-06 -1.90818e-06 7.4173e-06 -2.90385e-06 0.000430754 -1.44467e-05 -0.000455338 -2.00897e-06
internal_weight=0 3098 3078 3058 220 177 151 131 2838 103 67 47 43 2817 2785 96 57 2689 2668 2607 61 41 2580 2558 2528 2507 65 2442 67 2375
internal_count=3121 3098 3078 3058 220 177 151 131 2838 103 67 47 43 2817 2785 96 57 2689 2668 2607 61 41 2580 2558 2528 2507 65 2442 67 2375
is_linear=0
shrinkage=0.1


Tree=1452
num_leaves=31
num_cat=0
split_feature=484 1451 1420 157 1452 50 1452 158 1453 158 158 43 484 3 106 15 40 4 157 484 157 13 51 3 4 1374 16 1373 16 1375
split_gain=0.000880993 0.00089743 0.00109647 0.00308895 0.00107486 0.00150272 0.00151957 0.00467374 0.00278426 0.00192085 0.00433372 0.00506308 0.00650535 0.00286069 0.00221177 0.00163744 0.00153497 0.0020177 0.00176021 0.00609451 0.00542112 0.00534476 0.00704342 0.00588901 0.00299817 0.00207098 0.00689747 0.00414342 0.00437706 0.00267426
threshold=-0.52850499999999989 0.091400000000000009 0.056520000000000008 0.63397500000000007 -0.073879999999999987 -0.47248999999999991 0.093985000000000013 -0.46025499999999991 0.08154500000000002 0.10667500000000002 0.10874500000000002 -0.011694999999999999 0.036420000000000008 -0.083924999999999986 0.088100000000000012 -0.067579999999999987 -0.24134999999999998 0.62931500000000018 -0.087424999999999989 0.091040000000000024 -0.086554999999999979 0.086705000000000018 -0.085989999999999997 -0.080409999999999995 -0.010655 0.088460000000000011 -0.089669999999999986 1.0000000180025095e-35 -0.018494999999999998 -0.4078199999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 8 -8 9 14 -11 12 15 -13 16 -12 -7 18 19 21 -20 22 -18 24 -24 27 -27 29 -29 -22
right_child=1 -3 -4 -5 5 6 7 -9 -10 10 11 13 -14 -15 -16 -17 17 -19 20 -21 25 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00066156899614725265 0.0007093668250100953 0.0006133932023658418 -0.00070392592619596562 0.0012432756501948462 0.00081490130184895613 0.00075940234103025151 0.00036197952091849097 -0.0016808075404870103 0.0011149723159509118 -0.0016677155265245925 0.0002679418373320784 -0.00010601860471069814 0.0019209321448579433 -0.0017412922628547833 0.00090415493994913535 -0.00091675891540944588 -0.0012810104619711638 -0.00085713050211779775 0.0015788292671045799 -0.0018734429544896227 -0.0010291554904542865 -0.001579491362499539 0.00063890271983971757 -0.00032637333355818853 0.0022115560121495617 0.00038860034837853166 -0.0017308450490028399 5.1633939749860606e-06 0.0020722495880909262 1.0464220869315406e-05
leaf_weight=20 21 24 22 20 22 26 24 21 22 22 28 20 20 23 27 20 25 28 22 22 25 20 27 37 22 34 28 21 20 2408
leaf_count=20 21 24 22 20 22 26 24 21 22 22 28 20 20 23 27 20 25 28 22 22 25 20 27 37 22 34 28 21 20 2408
internal_value=0 4.26681e-06 -4.84258e-07 4.58144e-06 -3.58129e-06 -8.54874e-06 -1.46035e-05 -0.000591321 -5.79718e-06 -1.42269e-05 -0.000385519 -0.00013139 0.000405674 -0.0009807 3.46e-06 -0.000225683 -5.33521e-06 -1.25945e-05 -3.87188e-06 -0.000333347 1.58348e-05 -7.47046e-05 0.000196428 0.000625916 0.00134499 2.27568e-06 -0.000568569 1.65814e-05 0.0010135 -2.18267e-07
internal_weight=0 3101 3077 3055 3035 3014 2992 45 2947 2925 133 111 68 43 2792 48 2765 2739 2711 153 2558 131 111 86 49 2536 62 2474 41 2433
internal_count=3121 3101 3077 3055 3035 3014 2992 45 2947 2925 133 111 68 43 2792 48 2765 2739 2711 153 2558 131 111 86 49 2536 62 2474 41 2433
is_linear=0
shrinkage=0.1


Tree=1453
num_leaves=31
num_cat=0
split_feature=147 150 15 150 150 1208 43 403 1209 403 2 1447 0 481 49 1447 1456 159 0 1186 393 52 1 1213 2 2 2 52 130 4
split_gain=0.000896598 0.00125362 0.00181991 0.0020377 0.00180532 0.000892926 0.00513761 0.00420195 0.0130107 0.00196104 0.00105626 0.00374127 0.00546644 0.00411365 0.00374975 0.00350197 0.00431743 0.00829802 0.00312774 0.00305053 0.0038071 0.00317793 0.0051645 0.00592058 0.00371092 0.00335166 0.00290313 0.00502298 0.00831996 0.00398045
threshold=-1.0000000180025095e-35 -0.088479999999999989 -0.10203999999999998 -0.15178999999999995 -0.094239999999999977 0.099975000000000008 -0.040344999999999992 -0.5341999999999999 -1.0000000180025095e-35 -0.51385999999999987 0.085155000000000022 1.0000000180025095e-35 -0.15599999999999997 -0.085474999999999982 0.08734500000000002 -0.085804999999999979 -0.077944999999999987 -0.41906499999999997 -0.23811499999999999 0.062435000000000011 0.10358500000000001 0.088185000000000013 0.10022000000000002 -1.0000000180025095e-35 0.084755000000000011 0.084550000000000014 0.084145000000000011 0.08257500000000001 -0.0091299999999999975 -0.083439999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -7 8 -3 -9 11 12 -11 -14 15 -15 -17 -18 -12 20 21 24 23 -23 25 26 27 29 -29 -19
right_child=1 5 4 -5 -6 6 -8 9 -10 10 18 -13 13 14 -16 16 17 19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00063613825265995487 0.00068570873090287765 -0.0027758094714954496 0.0002096187772456853 -0.0006276993141606606 0.0015058752348912614 0.0012313707911578769 -0.00056143211794175928 0.00074648088260021589 0.00029508040119056918 0.0017010209771494073 -0.00088396010370078422 -0.0012765375629533084 0.0011335697764297947 -0.0013149716705083848 0.0011895642348530668 0.00096612194370802342 -0.0016908372796525985 -0.00076922612436096068 -3.0720643597177963e-05 -0.00095730668918501288 0.0011748283713435134 0.00010624809143510426 -0.00025079267460999916 0.0024054294954112265 -0.001051167390043182 0.001280815534410067 -0.00094679854633851035 -0.00051926735932717014 0.0021138481219947739 3.8320637781751056e-05
leaf_weight=22 21 22 22 27 21 33 31 35 37 21 44 20 35 20 27 46 29 71 1822 30 30 21 38 24 35 20 33 21 28 435
leaf_count=22 21 22 22 27 21 33 31 35 37 21 44 20 35 20 27 46 29 71 1822 30 30 21 38 24 35 20 33 21 28 435
internal_value=0 4.51599e-06 0.000370187 -5.30833e-05 0.000842674 -6.54653e-06 0.000362982 -1.45798e-05 -0.000849997 2.50504e-06 -6.63151e-06 7.72027e-05 0.000105289 6.97527e-05 2.87465e-05 -6.82906e-06 2.35575e-05 -2.96424e-05 -5.08399e-05 3.16485e-05 7.08927e-05 2.52756e-05 0.000607607 0.00133248 -4.98932e-05 7.74591e-06 -3.55558e-05 1.86262e-05 0.00098537 -7.49913e-05
internal_weight=0 3099 91 48 43 3008 64 2944 59 2885 2850 984 964 943 908 881 861 815 1866 786 756 726 83 45 643 608 588 555 49 506
internal_count=3121 3099 91 48 43 3008 64 2944 59 2885 2850 984 964 943 908 881 861 815 1866 786 756 726 83 45 643 608 588 555 49 506
is_linear=0
shrinkage=0.1


Tree=1454
num_leaves=31
num_cat=0
split_feature=130 40 120 33 9 10 13 13 15 158 4 16 13 12 49 15 52 49 0 160 48 3 2 3 157 43 43 4 49 147
split_gain=0.000881871 0.00191627 0.00221708 0.00190113 0.0010647 0.00583901 0.000939928 0.00393276 0.0111381 0.00376256 0.00263339 0.00298211 0.00138149 0.00346353 0.00344626 0.00430444 0.00495411 0.00133006 0.0031069 0.00257603 0.00359372 0.00269697 0.00536621 0.00635075 0.00443328 0.00377426 0.00381203 0.00539712 0.00354324 0.00270719
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.012019999999999998 0.091600000000000015 0.094860000000000014 -0.40078499999999995 -0.17933499999999997 -0.079929999999999987 0.065940000000000012 -0.059649999999999988 -0.08595499999999999 -0.11122999999999998 -0.14757499999999998 0.089215000000000017 0.084840000000000013 -1.0000000180025095e-35 -0.010699999999999999 -0.24955499999999997 0.11205000000000002 0.10607000000000001 -0.083924999999999986 0.10060500000000001 -0.086869999999999989 -0.077234999999999984 -0.088249999999999981 -0.083134999999999987 0.00063500000000000004 -0.080604999999999982 0.095485000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 9 8 -8 10 -5 -12 14 -14 15 16 -9 19 -19 20 21 22 23 -15 -23 -26 -27 28 -28 -29
right_child=1 2 -4 4 5 -7 7 12 -10 -11 11 -13 13 17 -16 -17 -18 18 -20 -21 -22 24 -24 -25 25 26 27 29 -30 -31
leaf_value=0.00061692524974679827 -0.00098026039428077637 -0.00084084679234634947 0.0010020388933216137 0.0015204731314125558 0.0017831537465099246 -0.00042271147346279277 0.00060685159934853971 0.00014627242295925196 -0.0026128802557304018 -0.00094587757310364388 0.00088505532698678405 -0.00049530824020119582 -0.0013267008471302688 0.00034393998896735921 -0.000785504381721174 -0.00030364166401947537 0.0021042151253433468 0.0010526184506457427 1.0937804140661101e-05 0.00085946164352049964 -0.0014151810416175674 0.0014362498929369309 -0.001902069251113774 -0.001231547515544662 0.00095652991614770155 -0.0010424565967696255 0.0014578618429368362 -0.0008113977829746615 -0.00014949915833616009 0.00049459835115287984
leaf_weight=23 20 27 22 22 20 30 22 24 21 20 34 29 20 71 21 30 28 29 2259 23 24 21 23 40 30 46 32 65 24 21
leaf_count=23 20 27 22 22 20 30 22 24 21 20 34 29 20 71 21 30 28 29 2259 23 24 21 23 40 30 46 32 65 24 21
internal_value=0 -4.58016e-06 1.75954e-06 -5.44142e-06 2.00524e-06 0.000459635 -5.67568e-06 -1.64122e-05 -0.000965576 0.000288198 0.000578569 0.00024965 -1.99537e-06 -1.55691e-05 0.000357512 0.000650236 0.00120055 -5.88574e-06 2.41409e-05 -0.00016946 -0.00022907 -0.000152751 -0.000511864 -0.000223803 4.85918e-05 -8.50816e-05 -0.000251296 4.99513e-06 0.000768993 -0.000492492
internal_weight=0 3098 3078 3056 3029 50 2979 2874 43 105 85 63 2831 2728 103 82 52 2708 2288 420 397 373 134 111 239 218 188 142 56 86
internal_count=3121 3098 3078 3056 3029 50 2979 2874 43 105 85 63 2831 2728 103 82 52 2708 2288 420 397 373 134 111 239 218 188 142 56 86
is_linear=0
shrinkage=0.1


Tree=1455
num_leaves=31
num_cat=0
split_feature=1365 49 483 483 158 2 1455 130 132 1204 133 133 132 43 2 43 12 3 2 2 43 43 43 43 42 401 43 12 10 10
split_gain=0.000902538 0.00120312 0.000893253 0.00209989 0.00138273 0.00276602 0.0027041 0.00123137 0.00185476 0.00173202 0.0016744 0.00129077 0.00341254 0.00259238 0.00635115 0.00177729 0.00798179 0.0126966 0.00170528 0.00343739 0.00170334 0.001758 0.00314224 0.00584674 0.00552464 0.00199184 0.00310438 0.001968 0.00195201 0.00410664
threshold=0.087370000000000017 0.51130000000000009 0.13726000000000002 0.12440000000000002 -0.46278499999999995 0.095195000000000016 0.11192500000000001 0.13302000000000003 -0.43443999999999999 0.053645000000000005 -0.54084999999999994 -0.37971999999999995 -0.020824999999999996 0.13895500000000002 0.095195000000000016 0.084740000000000024 0.084100000000000022 0.0068900000000000012 0.099185000000000009 0.087015000000000023 0.066275000000000014 0.062770000000000006 0.055925000000000009 0.05259500000000001 0.11688500000000002 -0.41128499999999996 0.016310000000000002 0.09334000000000002 -0.089679999999999982 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -6 10 -10 12 -12 15 -15 20 17 -17 19 -14 21 22 23 25 -24 -13 28 -28 29 -27
right_child=-2 -3 -4 -5 6 -7 -8 -9 9 -11 11 13 18 14 -16 16 -18 -19 -20 -21 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0012341710752270256 0.00052019658491410544 -0.00069646470411680646 0.0006500355102443358 -0.0008823786088248232 -0.0007170776601722335 -0.00028935731811956928 -0.0011640098668067368 0.00065111277990267968 0.00074137359323988986 0.00086949028216464364 -0.0013747215103358031 0.00094994252537038528 0.00057490516919642685 -0.00065567824505186382 0.0015824209520360457 -0.0031655503101536034 0.0005918270356069582 0.00016981064644642176 0.00073978368385550796 -0.0010749901767537397 0.00077984856574663105 -0.00093824315670644866 0.0020575370005099106 -0.0017140052025206389 -0.00029291888786246999 0.00019209033658576979 -0.0015108515265059065 -0.00014025136799318717 2.4227055255211604e-05 -0.0013682387866860918
leaf_weight=26 33 25 21 27 36 22 20 29 30 23 25 22 23 21 32 21 39 25 21 28 28 20 20 20 20 37 22 20 2354 31
leaf_count=26 33 25 21 27 36 22 20 29 30 23 25 22 23 21 32 21 39 25 21 28 28 20 20 20 20 37 22 20 2354 31
internal_value=0 -5.55909e-06 8.00309e-08 -4.40684e-06 3.45559e-06 0.000535887 -5.15806e-06 2.70656e-06 -3.73751e-06 5.17306e-06 -1.78018e-06 -9.66092e-06 -0.000368139 3.06689e-06 0.000695627 -1.06344e-05 -0.000460589 -0.00135285 -1.86312e-05 -0.00033092 4.1097e-06 -4.35511e-06 2.98101e-06 -1.10545e-05 0.000882309 2.64578e-06 -5.81223e-06 -0.000858185 8.9688e-06 -0.000519236
internal_weight=0 3088 3063 3042 3015 48 2967 2947 2918 2882 2859 2829 97 2732 53 2679 85 46 72 51 2594 2566 2546 2506 40 2486 2464 42 2422 68
internal_count=3121 3088 3063 3042 3015 48 2967 2947 2918 2882 2859 2829 97 2732 53 2679 85 46 72 51 2594 2566 2546 2506 40 2486 2464 42 2422 68
is_linear=0
shrinkage=0.1


Tree=1456
num_leaves=31
num_cat=0
split_feature=153 473 157 11 11 155 2 129 12 121 1425 1419 4 2 4 160 0 4 1 121 376 33 9 47 47 43 132 394 1455 159
split_gain=0.000820823 0.00137159 0.00147235 0.00105646 0.00521807 0.00359715 0.00226212 0.00145975 0.00187548 0.00166598 0.00141314 0.00120184 0.00128889 0.00559841 0.00238877 0.00205234 0.00153127 0.00184388 0.00172982 0.00166175 0.0031791 0.0020568 0.00512008 0.00172913 0.00171397 0.00132721 0.00704454 0.0188142 0.00445859 0.00475441
threshold=0.086100000000000024 -0.07576999999999999 0.42235000000000006 0.08976000000000002 0.095165000000000013 0.13131500000000004 0.10559 0.10596500000000002 0.090285000000000018 1.0000000180025095e-35 0.089180000000000009 0.098075000000000009 -0.50940999999999981 0.095195000000000016 -0.49405499999999997 -0.0048599999999999989 0.18019500000000002 -0.39518999999999993 0.16540500000000002 -0.094339999999999993 -0.18919999999999998 -0.012019999999999998 0.091600000000000015 0.13827000000000003 0.12958500000000003 -0.011694999999999999 -0.083284999999999984 0.0066850000000000008 -0.018454999999999996 0.097495000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 -6 9 -9 10 11 12 13 15 -14 -3 17 -16 19 -19 -21 -22 23 24 25 26 -23 -28 -27 -30
right_child=-2 2 -4 4 6 -7 -8 8 -10 -11 -12 -13 14 -15 16 -17 -18 18 -20 20 21 22 -24 -25 -26 28 27 -29 29 -31
leaf_value=0.00082986768822593162 -0.00059518855287814926 -0.00046652836725115778 -0.00083541081486535919 0.0017668382110423411 -0.00060154818678023053 -0.0012511858716607095 0.00053725511428307404 -7.6764565817249051e-05 0.0010510096623329447 -0.00091530149538812113 0.00083819893654435884 -0.00069562590017449111 0.001100397784030065 -0.001584477692645473 0.00080306391103257394 0.00091856737702113134 -0.00086827039951458589 -0.00085240433134300552 0.0008648873995179716 0.0011983684962615371 -0.00099445626450081676 0.0013719264889518038 0.0013441392482491212 -0.00082684174771062457 0.00073184587489513145 -0.001543587425147139 5.342802894658408e-05 -0.0030357717850711197 -0.00013779807756578803 0.00061870648502148338
leaf_weight=20 23 20 21 20 37 23 33 29 30 20 20 25 20 26 29 23 20 23 23 22 21 39 28 26 31 21 1383 20 954 91
leaf_count=20 23 20 21 20 37 23 33 29 30 20 20 25 20 26 29 23 20 23 23 22 21 39 28 26 31 21 1383 20 954 91
internal_value=0 4.41877e-06 -9.44769e-07 4.78758e-06 0.000342321 -5.45105e-06 -6.46838e-05 4.28125e-06 0.00049668 -5.7886e-06 5.60529e-07 -5.32797e-06 7.91697e-07 -0.000426086 1.14986e-05 0.000274337 3.52419e-06 9.95573e-06 1.37999e-06 -6.08924e-06 1.29515e-06 -8.77968e-06 -7.96959e-07 -1.54785e-05 -7.16996e-06 -1.63045e-05 4.62418e-05 9.39097e-06 -0.000100912 -7.19206e-05
internal_weight=0 3098 3078 3057 90 2967 70 2944 59 2885 2865 2845 2820 69 2751 43 2731 2711 2682 2659 2636 2614 2593 2565 2539 2508 1442 1403 1066 1045
internal_count=3121 3098 3078 3057 90 2967 70 2944 59 2885 2865 2845 2820 69 2751 43 2731 2711 2682 2659 2636 2614 2593 2565 2539 2508 1442 1403 1066 1045
is_linear=0
shrinkage=0.1


Tree=1457
num_leaves=31
num_cat=0
split_feature=33 129 42 4 128 12 15 129 12 3 0 2 295 96 31 130 130 133 1204 130 41 42 11 1 4 40 9 2 0 390
split_gain=0.00087983 0.000904741 0.00440573 0.00371261 0.00366188 0.00355546 0.00592672 0.00550095 0.00443499 0.00318551 0.00242407 0.00232142 0.00131813 0.0022986 0.00269275 0.00147581 0.00295426 0.00410042 0.00154846 0.00396792 0.00145367 0.00380679 0.00446518 0.00246994 0.00304824 0.00169531 0.00178433 0.00196853 0.00358024 0.00169039
threshold=-0.018454999999999996 0.083780000000000007 -0.16797499999999996 -0.085594999999999991 0.086950000000000013 0.089410000000000003 -0.074054999999999996 0.090540000000000023 0.09320500000000001 -0.088784999999999989 -0.080434999999999993 0.10467500000000002 0.084575000000000011 0.083725000000000008 -1.0000000180025095e-35 -0.22699999999999995 -0.092879999999999976 -0.007154999999999999 0.058775000000000008 0.12680500000000003 0.07677500000000001 0.090310000000000015 0.078340000000000007 0.081670000000000006 0.24564500000000003 -0.096044999999999991 0.091905000000000014 -0.0050599999999999994 -0.066689999999999985 0.087590000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 11 -7 -9 -8 -10 -5 13 14 -4 -16 17 -17 19 20 25 22 -22 -23 -25 -18 27 28 -27 -29
right_child=1 3 12 5 -6 7 9 8 10 -11 -12 -13 -14 -15 15 16 18 -19 -20 -21 21 23 -24 24 -26 26 -28 29 -30 -31
leaf_value=0.00059085786156356341 -0.0015002318550250493 0.0016647120263299038 -0.0010680745224817656 0.00097289575042668736 0.00015477664894408212 0.0018547917908290402 -0.0022294974562828431 -0.0011388173702774416 -0.00038872834272860062 -0.00057709283334718626 0.00095001435808004121 -0.00041918228264915781 -0.00071947839796149098 0.00088150337276225602 -0.0008600629570719321 -0.00031393831304740163 0.00072609888799167401 0.0015608016430633143 -0.00084737754315772861 0.0012489168241154403 0.0017049283967935482 -0.00099459394211104759 -9.947091602953152e-05 0.0011596658358549966 -0.00041120153269730514 0.0014922554166886309 -0.00073217892534779144 -5.5608969325975701e-05 -0.00031370685541159699 0.00060821604028415792
leaf_weight=25 20 29 24 25 36 20 20 24 21 28 38 23 26 29 20 20 29 28 22 25 32 24 24 21 30 23 37 2338 21 39
leaf_count=25 20 29 24 25 36 20 20 24 21 28 38 23 26 29 20 20 29 28 22 25 32 24 24 21 30 23 37 2338 21 39
internal_value=0 -4.77115e-06 -2.12762e-05 0.000172283 0.00082844 -4.20396e-05 -0.000479868 0.000366034 7.29679e-06 -0.00126559 0.000473513 0.000305858 -1.07573e-05 -4.14326e-06 -1.34591e-05 -4.19793e-06 2.11143e-06 0.00077966 -1.18932e-05 -4.93873e-06 -1.69121e-05 0.000307764 0.000931614 -0.000158044 0.000235626 -3.40141e-05 -4.29821e-05 -3.24491e-05 0.000630319 -4.47174e-05
internal_weight=0 3096 2832 264 65 199 96 103 83 48 59 48 2812 2786 2757 2733 2713 48 2665 2643 2618 131 56 75 51 2487 2458 2421 44 2377
internal_count=3121 3096 2832 264 65 199 96 103 83 48 59 48 2812 2786 2757 2733 2713 48 2665 2643 2618 131 56 75 51 2487 2458 2421 44 2377
is_linear=0
shrinkage=0.1


Tree=1458
num_leaves=31
num_cat=0
split_feature=130 40 120 33 11 10 16 13 2 1 46 43 150 151 1371 31 160 131 132 16 12 2 16 128 52 3 52 12 12 13
split_gain=0.00108182 0.00163645 0.00190387 0.00143421 0.000947648 0.00120322 0.0121518 0.00472848 0.00159487 0.00122247 0.00167566 0.00109941 0.00828371 0.00619975 0.00370008 0.00362221 0.00296729 0.00364387 0.00656471 0.00512582 0.00870179 0.0107219 0.00830599 0.00396991 0.0043523 0.00496168 0.00487362 0.00335879 0.00333575 0.00436598
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.012019999999999998 -1.0000000180025095e-35 -0.0097449999999999985 -0.056919999999999991 -0.07692499999999998 -0.0050599999999999994 0.15799000000000005 0.096120000000000011 -0.085594999999999991 0.10874500000000002 -0.15747499999999998 0.083235000000000017 -1.0000000180025095e-35 0.092070000000000013 0.097310000000000021 0.11328000000000001 -0.077879999999999991 0.086915000000000006 0.089005000000000015 -0.105305 0.090375000000000025 -0.14765999999999999 -0.081054999999999974 -0.090114999999999987 0.08401500000000002 0.090695000000000012 -0.085034999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 8 -6 10 11 12 13 -7 15 -13 17 19 -19 20 22 -22 -15 24 -21 26 -26 -28 29 -18
right_child=1 2 -4 4 5 9 -8 -9 -10 -11 -12 14 -14 16 -16 -17 28 18 -20 23 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00068329400661320476 -0.00090670543606393046 -0.00073148881999292867 0.0009277220439716157 -0.00062529869367911788 0.00085800256521906715 -0.0014799528132873373 0.0019967947249120523 -0.0015929682402532888 -0.00029484484732771916 -0.00076654851741512261 0.00078329105540264957 -0.0011567187609866129 0.0017612340244372246 0.00071312961562608294 -0.0012498251209035517 -1.2144697829323075e-05 -0.0010061836939443041 -0.0016165545158056092 0.00040513368439860643 0.0010755858849087316 -0.00070779618117040421 0.0014856324241592144 0.0033870486088008397 -0.00099459290722734304 -0.0016941460357470948 0.0008607141338406437 -0.0010877110147848726 0.0002274248605840251 -0.0015846813107873458 0.00074663095894114424
leaf_weight=23 20 27 22 24 20 26 31 22 30 21 27 28 29 26 25 2208 27 29 36 45 52 39 21 32 22 47 25 87 20 30
leaf_count=23 20 27 22 24 20 26 31 22 30 21 27 28 29 26 25 2208 27 29 36 45 52 39 21 32 22 47 25 87 20 30
internal_value=0 -5.07288e-06 7.85681e-07 -5.88729e-06 5.806e-07 5.5793e-06 0.000341457 -0.000371258 0.000166294 -6.34191e-06 -8.00665e-07 -8.21849e-06 0.000112974 2.82232e-05 -4.00041e-05 -2.64775e-05 0.000101109 0.00019709 -0.00049685 0.000310994 0.000802925 0.000232245 0.00190786 4.78679e-05 0.000195473 -2.33396e-05 -0.000333418 -6.61323e-05 -0.000473528 -8.36497e-05
internal_weight=0 3098 3078 3056 3029 3005 103 72 50 2902 2881 2854 593 564 2261 2236 538 461 65 396 138 91 47 258 226 181 134 112 77 57
internal_count=3121 3098 3078 3056 3029 3005 103 72 50 2902 2881 2854 593 564 2261 2236 538 461 65 396 138 91 47 258 226 181 134 112 77 57
is_linear=0
shrinkage=0.1


Tree=1459
num_leaves=31
num_cat=0
split_feature=33 120 40 9 3 1204 400 403 13 1208 403 403 1209 42 3 3 49 159 2 0 4 2 2 1429 2 42 52 4 0 13
split_gain=0.000902086 0.00116801 0.00248839 0.00088587 0.00326911 0.000928813 0.00175631 0.00119987 0.00755743 0.00383636 0.00924182 0.00494853 0.00137383 0.00491268 0.00125782 0.00654524 0.00251267 0.00283892 0.00430122 0.00263472 0.00252566 0.00259021 0.00342013 0.00895472 0.00450743 0.00402911 0.00452295 0.00360224 0.00235152 0.00435103
threshold=-0.018454999999999996 0.093680000000000013 -0.24134999999999998 0.091905000000000014 -0.13309499999999996 0.057120000000000011 0.12955000000000003 -0.54631999999999992 -0.051094999999999995 0.099975000000000008 -0.52917499999999984 -0.52800499999999995 -0.067109999999999989 0.086950000000000013 -0.094299999999999981 -0.096099999999999977 0.10737500000000001 0.10779000000000001 0.096325000000000008 0.18019500000000002 0.40473500000000007 0.11824000000000001 0.11093500000000002 -0.0091699999999999993 0.09678500000000001 0.085465000000000013 -0.016329999999999997 -0.14723499999999998 0.10455500000000001 -0.015039999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 8 -4 11 -11 -9 13 -13 15 16 17 19 -19 20 21 22 23 -14 25 -25 -27 -26 -16 -30
right_child=1 -3 3 4 -6 -7 -8 9 -10 10 -12 12 14 -15 28 -17 -18 18 -20 -21 -22 -23 -24 24 27 26 -28 -29 29 -31
leaf_value=0.00059828411741182216 0.0010369562194682657 -0.00068558788020163779 0.00061061522521247921 0.00055468861130066212 -0.0011071878441224069 -0.00059531310465759952 0.00085697724425699568 -0.0012850432315220435 -0.0015823903058966003 0.0024673823635869971 -0.00032971628151480455 -0.00053324868237653456 -0.0020139160999679009 0.0013173467334127054 -2.0749609180362825e-05 0.0014595187184334333 -0.00082899178340730653 0.00036355983058456332 -0.0016855399373785726 0.0012273746137709722 0.00096994660000291342 -0.0010089145587037572 0.0013785644859308378 0.00023555760303679564 0.0016438847273644625 0.00039613878221384115 -0.0014602172022153224 7.0014596097350419e-05 -0.0018502884986810388 0.00012858200585469604
leaf_weight=25 23 25 33 20 29 26 24 30 30 21 27 26 20 32 2222 35 31 20 21 23 32 22 20 144 33 21 35 26 20 25
leaf_count=25 23 25 33 20 29 26 24 30 30 21 27 26 20 32 2222 35 31 20 21 23 32 22 20 144 33 21 35 26 20 25
internal_value=0 -4.8311e-06 7.10713e-07 -7.10872e-06 -0.000428871 -2.17645e-07 4.98669e-06 -1.94711e-06 -0.000433673 7.47726e-06 0.000894014 -7.51702e-06 6.13176e-06 0.000487769 -4.02642e-06 0.000142493 3.96006e-05 0.000104172 -0.000685979 0.000190332 0.000122763 3.83085e-05 0.000115362 2.48095e-05 0.00018224 -4.4342e-05 -0.000764084 0.000950315 -3.52434e-05 -0.000750916
internal_weight=0 3096 3071 3048 49 2999 2973 2949 63 2886 48 2838 2808 58 2750 483 448 417 41 376 353 321 299 279 259 200 56 59 2267 45
internal_count=3121 3096 3071 3048 49 2999 2973 2949 63 2886 48 2838 2808 58 2750 483 448 417 41 376 353 321 299 279 259 200 56 59 2267 45
is_linear=0
shrinkage=0.1


Tree=1460
num_leaves=31
num_cat=0
split_feature=130 40 120 33 9 2 15 15 483 15 403 403 1210 16 1213 400 132 15 0 12 12 15 2 16 52 2 0 130 1213 1456
split_gain=0.000866803 0.00159217 0.00178064 0.00134263 0.00110848 0.00507729 0.00092826 0.00508635 0.00363647 0.00355237 0.00747432 0.00386421 0.00373604 0.00485418 0.00298877 0.00296058 0.00381516 0.00290546 0.00624902 0.00693141 0.00424086 0.0034221 0.0147858 0.00748176 0.00326537 0.00380675 0.00583052 0.0057449 0.00386526 0.00282837
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.012019999999999998 0.091600000000000015 -0.18970999999999996 0.088235000000000022 0.088495000000000018 0.11494000000000001 0.087685000000000013 -0.080194999999999975 -0.5335399999999999 -0.087109999999999979 -0.087989999999999985 0.039620000000000009 -0.082934999999999995 -0.08373499999999999 0.085465000000000013 -0.086409999999999987 0.08598500000000002 0.088845000000000021 0.035560000000000008 0.088125000000000023 -0.097644999999999996 0.08257500000000001 0.084755000000000011 -0.083389999999999978 -0.00077999999999999999 -0.012019999999999998 -0.15308499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 9 -8 15 11 -11 14 13 -13 -5 -9 -17 21 -19 -20 -21 -14 23 -23 -25 27 -27 -26 -29 -18
right_child=1 2 -4 4 5 -7 7 8 -10 10 -12 12 17 -15 -16 16 29 18 19 20 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=0.00061163176572375487 -0.00089389235130511225 -0.00070726630208944831 0.0008976727851073851 0.00010883385548368097 -0.0004252448244057762 0.0016048238464546475 0.0015563889386375313 0.001117512970921342 -0.001071565056086651 -0.0022389749678867784 0.00031283153578745749 0.00012237750554711305 -6.7009817534942417e-07 -0.0019553512938411742 0.0018169346684589983 -0.00103348754834564 0.0012443350425677463 0.0016835250278686984 -0.0016026950359810145 0.0013441053930364434 -0.00028394161005849131 0.0017130890116095544 -0.0026567759032611951 -0.0013862047420698219 -0.0004357891922138566 -0.0021825140876535441 -5.2994713122542532e-05 0.00014622163109292852 0.0020648672101309614 6.2613876565145588e-05
leaf_weight=23 20 27 22 21 28 22 23 27 28 22 24 22 1806 23 20 31 21 31 20 32 32 20 26 25 57 20 36 21 21 570
leaf_count=23 20 27 22 21 28 22 23 27 28 22 24 22 1806 23 20 31 21 31 20 32 32 20 26 25 57 20 36 21 21 570
internal_value=0 -4.54084e-06 1.23792e-06 -5.21547e-06 1.04249e-06 0.000467985 -6.79475e-06 9.39269e-05 4.4242e-05 -3.77316e-05 -0.000907598 -1.98123e-05 -3.78034e-05 -0.000939573 0.000942054 9.23816e-05 4.78824e-05 -1.89028e-05 0.000470092 2.22779e-05 0.000530082 -4.65772e-05 -0.000413428 -0.000121793 -0.000325668 -0.000154614 -0.000813537 0.00021811 0.00110554 0.000104604
internal_weight=0 3098 3078 3056 3029 50 2979 700 677 2279 46 2233 2192 45 41 649 622 2147 115 84 64 2032 226 200 180 155 56 99 42 591
internal_count=3121 3098 3078 3056 3029 50 2979 700 677 2279 46 2233 2192 45 41 649 622 2147 115 84 64 2032 226 200 180 155 56 99 42 591
is_linear=0
shrinkage=0.1


Tree=1461
num_leaves=31
num_cat=0
split_feature=481 4 49 480 403 403 403 403 15 132 1204 16 42 16 401 15 15 1212 401 1213 1 3 1 12 160 16 160 133 1211 15
split_gain=0.000936362 0.00534278 0.00400072 0.00449315 0.00367701 0.00208028 0.00466838 0.00334496 0.00123452 0.00559907 0.00879392 0.00292124 0.00831806 0.00721231 0.00572837 0.00253119 0.00226776 0.00299912 0.00488037 0.0031704 0.004654 0.00647091 0.00617768 0.00498851 0.0117925 0.00477173 0.00366477 0.00211465 0.00203012 0.00183639
threshold=-0.087424999999999989 -0.050494999999999991 0.085350000000000023 0.081520000000000023 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 -0.53255499999999989 0.09116500000000001 -0.083284999999999984 -1.0000000180025095e-35 -0.088909999999999989 0.090395000000000017 -0.07550999999999998 0.11857000000000002 0.090455000000000021 0.093115000000000017 0.11796000000000001 -0.13200999999999999 -0.077179999999999985 0.096575000000000008 -0.068334999999999993 0.093575000000000019 0.096990000000000007 -0.0048599999999999989 -0.018494999999999998 -0.013084999999999998 -0.54084999999999994 0.11088500000000003 0.10017500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6 -7 -8 15 -10 -11 12 29 14 -13 27 -15 18 -18 -20 22 -22 23 25 -25 -21 -27 -9 -29 -12
right_child=4 2 -4 -5 5 6 7 8 9 10 11 13 -14 16 -16 -17 17 -19 19 20 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0012811166701592611 0.0010937050206496592 0.0018138879954460122 -0.00097017871899879543 -0.00012112904105379131 -0.0009094061795622111 0.0015292752886307426 -0.0012612793273070739 0.00092216530392761351 0.0014097868531914148 -0.0019894160667899997 -0.00012746433168926854 0.0021015014223355268 -0.0016256617220278713 0.00096336142943563097 6.993247256816729e-05 -0.00093606549004713691 0.0013908268805467882 -0.0010138614886306674 0.0011339478241279722 0.0015020919323433192 0.0019528506234997795 -0.00023444367773328467 -0.0021437926978978795 0.00060042413591872897 -0.0028336035868051115 -0.0011810960895989253 0.00060405245189347478 -1.1005527147797799e-05 -0.00085280197150684126 0.0012114418722921983
leaf_weight=36 31 21 20 28 25 20 21 24 33 20 21 35 32 26 23 30 26 27 20 22 21 38 20 20 20 23 23 2366 29 20
leaf_count=36 31 21 20 28 25 20 21 24 33 20 21 35 32 26 23 30 26 27 20 22 21 38 20 20 20 23 23 2366 29 20
internal_value=0 -0.000293559 0.000221688 0.000708164 1.02201e-05 -1.0322e-06 6.63988e-06 -3.71819e-06 5.32901e-06 0.000153778 5.89308e-05 0.000157173 -0.000417385 0.000279099 0.00129588 -2.31606e-05 7.28992e-05 -1.6147e-05 9.9468e-05 -6.27317e-05 -0.000190719 0.000544085 -0.000529417 -0.000230459 -0.00111659 0.000290794 -0.000288522 -1.18389e-05 -2.11985e-05 0.000525661
internal_weight=0 105 69 49 3016 2985 2960 2940 2919 470 437 417 73 344 58 2449 286 260 233 207 187 59 128 108 40 68 46 2419 2395 41
internal_count=3121 105 69 49 3016 2985 2960 2940 2919 470 437 417 73 344 58 2449 286 260 233 207 187 59 128 108 40 68 46 2419 2395 41
is_linear=0
shrinkage=0.1


Tree=1462
num_leaves=31
num_cat=0
split_feature=33 120 12 132 1203 2 1213 52 3 52 1185 133 132 403 133 4 43 15 2 474 11 11 16 399 16 43 47 2 3 1213
split_gain=0.000918988 0.00117692 0.00219976 0.000897539 0.00238297 0.00288922 0.00634005 0.00428008 0.00352011 0.00304887 0.00189836 0.00148146 0.00300723 0.00367456 0.00259775 0.00239564 0.00496318 0.00445683 0.0139175 0.00430071 0.00354376 0.00878398 0.00395441 0.00402336 0.00346067 0.00381055 0.0084797 0.0105914 0.0132941 0.00675678
threshold=-0.018454999999999996 0.093680000000000013 0.22926500000000002 -0.083174999999999985 0.089005000000000015 0.088665000000000008 0.0065300000000000002 0.08709500000000002 -0.073309999999999986 0.084960000000000022 -0.083264999999999992 -0.0061299999999999992 0.087955000000000019 0.025280000000000004 -0.0084449999999999994 0.056795000000000005 0.084740000000000024 -0.013104999999999999 0.10381000000000001 -0.26322499999999993 0.090070000000000025 0.085630000000000026 0.5136400000000001 -0.065739999999999979 0.41221000000000008 -0.023869999999999995 0.09550500000000002 0.084145000000000011 -0.011549999999999998 0.0036000000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 8 9 -7 -2 -5 12 14 -14 -12 16 19 -17 -19 -13 21 22 23 -21 25 -25 27 28 29 -27
right_child=1 -3 -4 10 -6 6 -8 -9 -10 -11 11 15 13 -15 -16 17 -18 18 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00060386311425827445 -0.0005345564699382521 -0.00068822704069316392 0.00099704348090612761 0.00095583513972260766 -0.0010811824974047745 -0.00097389407884951773 0.0018123872891010252 -0.0014208423199072 0.00048904061489003271 0.00080028708907775581 0.00016099340745261078 -0.0012986721481346259 -0.0013189084851182998 0.0001231045202963964 0.0011023640245830099 4.561903363098012e-05 -0.0012413976658953707 0.0027568411510437729 -0.00037116670529499198 0.0012173528099083343 0.00090562324652350271 -0.0019700930337421597 0.00099362596196846836 3.6945658403702333e-05 -0.0011890289373695851 0.00016954420094738123 0.0011919982112457922 -0.00014326203165420778 -0.0031017444096505644 -0.0018637763620622885
leaf_weight=25 44 25 22 21 27 29 22 31 38 28 539 28 30 43 31 449 37 25 33 24 38 24 36 1027 28 44 34 283 30 26
leaf_count=25 44 25 22 21 27 29 22 31 38 28 539 28 30 43 31 449 37 25 33 24 38 24 36 1027 28 44 34 283 30 26
internal_value=0 -4.87615e-06 6.8678e-07 -6.50241e-06 -0.00020154 -7.78407e-05 0.000339473 -0.000438433 -0.00014417 -1.54506e-05 8.59063e-06 1.50906e-06 0.000134798 -0.000469504 0.000212191 -3.80591e-05 -9.61974e-05 0.00015218 0.000977113 -7.00738e-05 -4.84924e-05 -7.17935e-05 -4.20551e-05 -6.69779e-05 -8.79181e-05 -6.65669e-05 -0.000321501 -0.000455858 -0.00134051 -0.000585689
internal_weight=0 3096 3071 3049 219 192 89 103 67 72 2830 2809 643 73 570 2166 1659 507 58 1622 1594 1556 1532 1496 1472 1444 417 383 100 70
internal_count=3121 3096 3071 3049 219 192 89 103 67 72 2830 2809 643 73 570 2166 1659 507 58 1622 1594 1556 1532 1496 1472 1444 417 383 100 70
is_linear=0
shrinkage=0.1


Tree=1463
num_leaves=31
num_cat=0
split_feature=130 42 1205 401 1210 1210 1208 402 1208 131 15 131 1203 376 46 472 131 131 132 132 105 33 42 152 0 0 0 0 0 42
split_gain=0.000937541 0.00249952 0.00125302 0.00082846 0.000909579 0.00134812 0.00210155 0.00374276 0.00621064 0.00113696 0.00314004 0.00187727 0.00176303 0.00132126 0.00119972 0.0019062 0.00120973 0.0020605 0.00199847 0.00134925 0.00287425 0.00224518 0.00139875 0.00258204 0.0024434 0.00687934 0.00357077 0.00352763 0.00513925 0.00786242
threshold=-0.23647499999999996 0.15665000000000004 0.09993500000000001 0.13729500000000003 0.13089000000000003 0.0028200000000000005 0.106285 0.2506000000000001 1.0000000180025095e-35 0.13052000000000002 0.087825000000000014 0.11925000000000001 -0.093454999999999996 0.11690000000000002 0.10253500000000002 0.094800000000000009 0.11495000000000001 0.11088500000000003 0.11297500000000001 0.10790500000000001 0.079510000000000011 -1.0000000180025095e-35 0.097640000000000018 0.083250000000000018 -0.082084999999999977 -0.076579999999999995 -0.053834999999999994 -0.062764999999999974 -0.069824999999999984 0.11839500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 11 -11 12 -2 14 15 16 17 18 19 20 21 -14 23 -23 -24 -26 27 28 29 -27
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 10 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00068247095361584798 0.00093648132868111127 0.0010916862592455887 -0.00079196288992534392 0.00058736635643678414 -0.00056980293842830837 0.00061107273666291605 -0.0010261861310573296 -0.0013279059768787453 0.0017254351760216413 0.00024449530669867439 -0.0013649359178750523 0.00097313881968148048 0.00090601752788104385 0.00080417336033860925 -0.00066281188774155455 0.00096780357300303883 -0.00055113496104817518 0.0009386289445936437 -0.00096110542468853637 0.00075852158061815843 -0.0011489661323139445 -2.4706715647203614e-05 -0.00023961320452721473 -0.0011131930265533315 0.001800307689118199 -0.0015121543088753243 0.00082073945796582847 -0.001403338354139123 0.0013360510635918575 0.00097674746092789896
leaf_weight=20 20 21 20 24 28 36 20 21 21 27 22 20 27 20 28 20 41 23 22 23 22 2316 82 22 30 30 50 20 23 22
leaf_count=20 20 21 20 24 28 36 20 21 21 27 22 20 27 20 28 20 41 23 22 23 22 2316 82 22 30 30 50 20 23 22
internal_value=0 4.40162e-06 -3.01168e-06 2.14486e-06 -2.48139e-06 2.79953e-06 -4.56852e-06 2.35301e-06 1.1884e-05 -4.818e-07 -0.000478106 7.69842e-06 9.01937e-07 -5.73103e-06 -1.1514e-05 -4.9376e-06 -1.20044e-05 -3.8538e-06 -1.19152e-05 -4.08536e-06 -1.07192e-05 -1.16872e-06 -1.06077e-05 -3.49491e-05 0.000210833 0.0004219 0.000136712 -0.000223303 9.13732e-05 -0.000459157
internal_weight=0 3101 3080 3060 3036 3008 2972 2952 2931 2910 49 2861 2841 2821 2801 2773 2753 2712 2689 2667 2644 2622 2595 2338 257 175 145 95 75 52
internal_count=3121 3101 3080 3060 3036 3008 2972 2952 2931 2910 49 2861 2841 2821 2801 2773 2753 2712 2689 2667 2644 2622 2595 2338 257 175 145 95 75 52
is_linear=0
shrinkage=0.1


Tree=1464
num_leaves=31
num_cat=0
split_feature=123 376 44 158 1455 1455 481 484 42 15 1454 0 1456 52 1455 1455 1446 154 157 1420 1446 1456 1456 1429 472 1447 12 1447 42 479
split_gain=0.000831608 0.00159262 0.00092962 0.00149753 0.00155383 0.00128337 0.00221703 0.00228046 0.00366082 0.00353024 0.00128371 0.0027922 0.00184747 0.00425829 0.00458144 0.00168702 0.00170692 0.00167349 0.00240522 0.00228812 0.0017632 0.00206404 0.0017675 0.00179132 0.0020097 0.00186069 0.0108539 0.00917866 0.00522708 0.00193113
threshold=0.13162000000000004 0.11283000000000001 0.099360000000000018 -0.47248999999999991 0.11364500000000001 0.083760000000000015 -0.085629999999999984 -0.081869999999999984 0.085010000000000016 -0.079249999999999987 0.081220000000000014 -0.085669999999999982 -0.088304999999999981 -0.13993999999999998 -0.091944999999999985 -0.088559999999999986 0.11655500000000001 0.084190000000000001 0.63604500000000008 -0.08341999999999998 0.096495000000000011 0.092265000000000014 -0.065759999999999985 -0.14818499999999998 -0.080079999999999998 -0.085684999999999997 0.083985000000000018 -0.079489999999999991 0.084895000000000012 0.10713500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 -7 8 -8 -9 12 -12 13 -5 -15 -14 17 18 19 -17 21 22 -21 -24 -25 26 -26 -27 -28 -29
right_child=-2 -3 -4 4 -6 6 7 9 -10 -11 11 -13 15 14 -16 16 -18 -19 -20 20 -22 -23 23 24 25 27 28 29 -30 -31
leaf_value=0.00062756806973514984 -0.00064275908778654422 0.00089362391969189053 -0.00056513642534966873 -0.00050869423609513505 -0.00077386078203114895 -0.00067319320402020827 0.00028766408090871807 0.0010410276364945319 0.0018861110518153747 -0.0005904401568841422 0.00018904210234593069 -0.001083360000869588 -0.00092942162649706011 0.0022232953342609107 0.00017399038673223308 0.00080372197121115682 -0.00088481555841016506 0.00084895689885698905 -0.0011002217848727015 0.00066642566962400458 0.00068469488129873452 -0.00085890493867517423 -0.00089919514215105903 0.00071887119218543483 0.0024372512579429895 -0.0020710597587326033 0.00079982418930740111 -2.8718115917806541e-05 -0.0014106478910948881 0.0008219124887276579
leaf_weight=38 20 20 29 26 26 20 38 21 23 36 35 34 20 20 24 35 22 23 20 38 36 29 23 37 20 22 20 2316 23 27
leaf_count=38 20 20 29 26 26 20 38 21 23 36 35 34 20 20 24 35 22 23 20 38 36 29 23 37 20 22 20 2316 23 27
internal_value=0 4.1455e-06 -1.62846e-06 3.72597e-06 -4.13933e-06 2.55838e-06 0.000300389 0.000465403 0.000890357 1.06269e-05 -1.18629e-05 -0.000437939 -1.29142e-06 0.000505938 0.00110549 -1.43884e-05 -7.58775e-06 -3.56947e-07 -7.73949e-06 5.81012e-07 -1.02681e-05 -2.00601e-05 -1.04297e-05 -2.07675e-05 -1.25712e-05 -2.37176e-05 0.000512645 -3.80054e-05 -0.000382521 -1.89157e-05
internal_weight=0 3101 3081 3052 3014 2988 138 118 61 57 2850 69 2781 70 44 2711 2691 2669 2646 2626 2591 2555 2526 2488 2465 2428 63 2365 43 2343
internal_count=3121 3101 3081 3052 3014 2988 138 118 61 57 2850 69 2781 70 44 2711 2691 2669 2646 2626 2591 2555 2526 2488 2465 2428 63 2365 43 2343
is_linear=0
shrinkage=0.1


Tree=1465
num_leaves=31
num_cat=0
split_feature=481 13 4 480 15 403 403 403 403 2 2 15 1213 2 1453 0 3 12 43 43 0 16 3 43 16 402 16 4 1213 133
split_gain=0.000759571 0.00564543 0.0116441 0.00385127 0.00337806 0.00334593 0.00164544 0.00370979 0.002568 0.0010405 0.00354517 0.00868362 0.0064893 0.00681492 0.00428239 0.00367409 0.00553292 0.00909897 0.0042406 0.00779037 0.00456749 0.00373981 0.00445273 0.00713163 0.0041729 0.00365173 0.00519809 0.00359037 0.00326044 0.00403126
threshold=-0.087424999999999989 -0.081224999999999978 -0.050494999999999991 0.081520000000000023 0.087485000000000021 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 -0.53255499999999989 0.085345000000000018 0.083995000000000014 0.085935000000000025 -1.0000000180025095e-35 0.084515000000000021 -0.076894999999999977 -0.10324499999999999 0.084940000000000015 0.086095000000000019 -0.088004999999999986 -0.11278499999999998 -0.09595999999999999 -0.014754999999999999 -0.074939999999999993 -0.080554999999999974 -0.050529999999999999 -1.0000000180025095e-35 -0.087989999999999985 -0.084369999999999987 0.0036000000000000003 -0.14717499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -2 -7 -8 -9 10 14 12 25 -14 -10 16 17 -16 19 -17 -20 24 23 -23 28 26 -12 -15 29 -22
right_child=5 4 3 -5 -6 6 7 8 9 -11 11 -13 13 27 15 18 -18 -19 20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026521927869433293 0.0010427606768996245 -0.00023410244445715633 0.001104812907232415 -0.00083414970111334692 0.0015818359283730388 -0.00080940558947622783 0.0013626310499967077 -0.0011058117434870275 -0.0011038625194701394 -3.970245245932096e-05 0.0013351768115535379 0.0020991860815099375 0.0021143399196228495 0.0012456001813656518 0.002247457845335114 -8.3917066555894805e-05 -0.00072841150156984283 -8.3513798855358015e-05 -0.0013195972424000502 0.0017191765980946053 -0.00072435202853133283 -0.0019879447938769266 7.7938945784962769e-05 -0.00029636027606169658 0.0011377318412996828 -0.0012591595418405522 -0.0007918556815841131 -0.00038367382750086683 -0.00084070500541621671 0.00031403456074809892
leaf_weight=23 31 21 21 20 20 25 20 21 34 1901 20 28 27 21 34 68 22 33 31 37 45 36 106 81 37 33 27 38 39 221
leaf_count=23 31 21 21 20 20 25 20 21 34 1901 20 28 27 21 34 68 22 33 31 37 45 36 106 81 37 33 27 38 39 221
internal_value=0 -0.000264398 -0.000851287 0.000158977 0.000651721 9.20485e-06 -1.5289e-06 5.29438e-06 -3.9392e-06 3.98794e-06 8.55748e-05 0.000470173 0.0001954 0.000798432 -4.97378e-06 4.23202e-05 0.000647557 0.00109937 -3.45216e-05 0.000551459 -0.000137756 -7.2912e-05 -0.000391523 -0.000816848 0.000134837 -0.00045286 0.000113265 0.000196237 1.31748e-05 0.000138368
internal_weight=0 105 64 41 41 3016 2985 2960 2940 2919 1018 194 166 86 824 790 89 67 701 105 596 565 223 117 342 80 47 59 305 266
internal_count=3121 105 64 41 41 3016 2985 2960 2940 2919 1018 194 166 86 824 790 89 67 701 105 596 565 223 117 342 80 47 59 305 266
is_linear=0
shrinkage=0.1


Tree=1466
num_leaves=31
num_cat=0
split_feature=33 120 150 482 482 1455 42 3 482 30 9 42 42 42 403 133 1208 403 1213 3 50 16 158 1429 40 150 43 13 1213 13
split_gain=0.000752668 0.00102398 0.00192185 0.00114339 0.00496617 0.00468899 0.004909 0.00167614 0.00165874 0.00160481 0.00239137 0.00127616 0.0127193 0.00463691 0.00288716 0.00577237 0.00438287 0.00820483 0.0031427 0.00429748 0.00264871 0.00639053 0.00391376 0.00308151 0.00290148 0.00329957 0.00543237 0.00398156 0.00354919 0.0073056
threshold=-0.044254999999999996 0.093680000000000013 0.14582500000000004 0.095340000000000022 0.089925000000000019 -0.08045999999999999 0.096235000000000015 -0.082284999999999983 0.085875000000000021 0.096890000000000018 -0.090799999999999978 0.085730000000000015 0.086135000000000003 0.085345000000000018 -0.54448499999999989 0.40304500000000004 0.10233500000000001 -0.45015499999999992 0.048980000000000003 -0.078934999999999991 -0.099524999999999988 0.41221000000000008 0.11533 0.094630000000000006 -0.083039999999999989 0.084120000000000014 -0.081154999999999991 -0.06884499999999999 -0.060974999999999994 -0.063184999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -5 7 -7 9 10 -2 13 -13 -12 15 -14 17 -16 20 -20 22 23 -19 24 -22 27 -27 -26 -29 -30
right_child=1 -3 -4 5 -6 6 -8 -9 -10 -11 11 12 14 -15 16 -17 -18 18 19 -21 21 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.0005828464738442563 -0.0010852803343108723 -0.00064154453715309498 0.00095441537308769996 -0.00070542897236818046 -0.0015155941843245687 0.00071152849003042586 0.0017498535276640075 -0.00024346714635612444 0.00067680049421531816 0.00087680600408930338 -4.6670580280520716e-05 0.002256805682554841 -0.0019390841565010222 -0.0013921355711108145 -0.0015545425878372044 0.00019350233545992526 0.0012890152435699879 0.001383719891380293 0.0016505758820005276 1.484007799364109e-05 -0.0010068598727229984 -0.0012710159704557812 -0.00033818852918391881 -0.0011534571230402521 -8.2327763972988807e-05 0.001699132960691879 -6.5972686062978458e-06 -0.00045975347230624818 0.0023069090070202947 0.00031545272055414643
leaf_weight=22 21 25 21 36 22 34 28 40 35 20 1727 26 22 26 32 30 28 33 29 36 24 39 22 21 524 33 43 27 25 70
leaf_count=22 21 25 21 36 22 34 28 40 35 20 1727 26 22 26 32 30 28 33 29 36 24 39 22 21 524 33 43 27 25 70
internal_value=0 -4.13767e-06 1.04619e-06 -5.51155e-06 -1.88269e-05 0.000275752 0.000622051 0.000195315 -7.44466e-06 -1.58242e-05 -2.21147e-05 -1.41891e-05 7.22039e-05 -6.66261e-05 1.74836e-05 -0.000708746 5.57838e-05 1.97394e-05 7.41422e-05 0.00074463 2.35247e-05 -2.22926e-05 0.000694957 4.12018e-05 7.48316e-05 0.000110788 0.000734049 3.74633e-05 0.000551976 0.00083952
internal_weight=0 3099 3074 3053 2915 138 102 74 2893 2858 2838 2817 1064 1753 1038 52 986 958 926 65 861 806 55 767 746 722 76 646 122 95
internal_count=3121 3099 3074 3053 2915 138 102 74 2893 2858 2838 2817 1064 1753 1038 52 986 958 926 65 861 806 55 767 746 722 76 646 122 95
is_linear=0
shrinkage=0.1


Tree=1467
num_leaves=31
num_cat=0
split_feature=1417 1429 472 1429 1429 2 3 157 157 1372 157 0 1444 1 42 160 2 1447 3 403 133 1447 1210 1447 1447 1455 52 1455 1455 157
split_gain=0.000765327 0.00121127 0.00257919 0.00152297 0.00139605 0.00392942 0.0083534 0.00234014 0.010597 0.0044903 0.00340917 0.00199927 0.00107696 0.00741765 0.00280664 0.00150412 0.00844932 0.00223458 0.00840962 0.00569112 0.0136456 0.00508144 0.00303039 0.00239999 0.00458492 0.00168759 0.00354439 0.00304251 0.00267572 0.0023957
threshold=-1.0000000180025095e-35 -0.23752499999999996 -0.19476999999999997 -0.094049999999999981 -1.0000000180025095e-35 0.10060500000000001 -0.081164999999999987 -0.087424999999999989 -0.090569999999999998 -0.087494999999999976 -0.14210499999999995 -0.08095999999999999 -0.050539999999999995 0.085475000000000009 0.085505000000000012 -0.53908999999999996 0.083995000000000014 -0.085684999999999997 -0.085784999999999986 -0.54856499999999986 0.40431 -0.089634999999999992 -0.41266499999999995 -0.082824999999999982 -0.075484999999999983 0.10268500000000001 0.5140450000000002 0.11192500000000001 0.091225000000000014 -0.085474999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 8 10 -9 11 -6 13 14 -11 16 -14 18 -17 20 -19 -20 -21 -24 -25 28 27 -27 29 -26
right_child=1 2 3 4 7 -7 -8 9 -10 12 -12 -13 15 -15 -16 17 -18 19 21 22 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=0.00047902507362640321 -0.00078081984785967513 0.00099169877626431677 -0.00081918982671239701 0.0010885814796276992 0.00014210204312274622 0.001513224986948721 -0.0013173479752839302 0.0013962190365418793 -0.0022327648255528543 0.00054957024054601798 0.0011386033408185045 -0.00094370372140214652 -0.0017902289662742989 0.0017690457063727083 -0.0010014584337893343 0.0020224732123315338 0.00055555665370347397 -0.0029323408692355523 0.00077425897799675238 0.0011960146810105514 0.00045157503336668015 -0.0013515510241797364 0.00096468145865947 -0.0014572569001095625 -0.00085121272272910145 -0.00086758049936699021 -0.0016179768955043982 0.00081520714540436702 0.00099602231402295071 6.7816386962404127e-06
leaf_weight=33 20 26 23 31 43 23 27 23 26 20 22 28 28 25 28 25 34 22 23 21 26 22 25 22 33 21 20 22 27 2352
leaf_count=33 20 26 23 31 43 23 27 23 26 20 22 28 28 25 28 25 34 22 23 21 26 22 25 22 33 21 20 22 27 2352
internal_value=0 -5.11911e-06 -6.23931e-08 -8.53898e-06 -2.36311e-06 0.000407183 -3.14202e-05 -1.36542e-05 -0.000448033 4.68248e-06 5.09243e-05 -0.000286103 -6.76436e-06 0.000372284 -0.000355196 -1.69261e-05 -0.00050383 -5.5815e-06 0.000551938 -2.06438e-05 -0.00109939 -0.000265026 -2.8214e-07 -1.02434e-05 -2.00043e-05 -7.22876e-06 -0.000518161 -6.61938e-06 6.1165e-06 -5.08998e-06
internal_weight=0 3088 3068 3042 3019 81 58 2938 119 2819 93 71 2796 73 48 2723 62 2661 70 2591 48 45 2543 2522 2497 2475 63 43 2412 2385
internal_count=3121 3088 3068 3042 3019 81 58 2938 119 2819 93 71 2796 73 48 2723 62 2661 70 2591 48 45 2543 2522 2497 2475 63 43 2412 2385
is_linear=0
shrinkage=0.1


Tree=1468
num_leaves=31
num_cat=0
split_feature=153 473 157 1420 1429 474 1429 1425 474 1446 155 157 474 474 131 2 474 159 0 474 160 3 1429 1373 15 1375 1375 49 49 49
split_gain=0.000753544 0.00135782 0.000957431 0.00111824 0.00133516 0.00367207 0.00196109 0.00193117 0.0016309 0.00456661 0.00141892 0.00202216 0.00168129 0.0043906 0.00351431 0.00479091 0.00215083 0.00935735 0.00207163 0.00168802 0.0112619 0.00934517 0.00432324 0.00184718 0.0032669 0.00250947 0.00384161 0.00181835 0.00548381 0.00532835
threshold=0.086100000000000024 -0.07576999999999999 0.42235000000000006 1.0000000180025095e-35 0.094630000000000006 0.098780000000000021 0.091545000000000015 0.089180000000000009 0.10970500000000001 -0.093534999999999993 0.11562500000000002 -0.48214999999999997 0.088820000000000024 0.088125000000000009 0.090150000000000022 0.086675000000000016 0.085860000000000006 0.082105000000000025 -0.084144999999999984 0.083685000000000023 -0.081969999999999987 -0.087429999999999994 0.083960000000000021 1.0000000180025095e-35 -0.087894999999999987 -0.4078199999999999 -0.096099999999999977 0.09567500000000001 0.091860000000000011 0.097685000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 8 9 -3 11 -11 13 16 15 -14 19 -18 -17 22 21 -21 23 25 -25 -13 -27 28 -28 -29
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 10 -12 12 14 -15 -16 18 17 -19 -20 20 -22 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=0.0008255297667346895 -0.00057027464854004595 0.0015044817925081589 -0.00067401343646148848 0.00073073277959511394 -0.0015635695558739828 0.00018573182605905459 0.00097002643576290983 0.00071818195251949343 -0.00075501757473203125 0.00099700557242613278 -0.00073334315265701335 -0.0010503291197971481 -0.0017319645959235329 0.0014444131232310264 0.00082910383913258566 0.00040897000435506929 0.00065617539075901732 -0.0022342878238608439 -0.00067664996485034814 0.0012260174318389208 0.002454689879059082 -0.0011941837290158639 -0.0014391433109440619 -0.00018747425005690625 0.0014135446776635946 0.0013793753413483502 -1.9002861168761532e-06 -0.0015824689590199677 0.0011800592837971635 -0.0001103207083989136
leaf_weight=20 23 20 21 21 20 30 21 37 29 20 27 23 28 21 20 32 24 21 39 27 21 39 21 26 25 20 2103 27 40 275
leaf_count=20 23 20 21 21 20 30 21 37 29 20 27 23 28 21 20 32 24 21 39 27 21 39 21 26 25 20 2103 27 40 275
internal_value=0 4.23381e-06 -1.10275e-06 3.5198e-06 -1.51033e-06 -0.000513989 7.07102e-06 2.50767e-07 -8.82145e-06 -1.35692e-06 -1.18178e-05 -4.98705e-06 -1.20633e-05 4.07374e-06 -0.00037996 -0.000624215 -7.16219e-06 -0.000692707 -0.000187356 4.49234e-06 0.000437676 -0.000204101 -1.02291e-05 1.58938e-06 0.000597339 -1.06225e-05 -9.21412e-07 -1.22122e-05 2.01615e-05 -0.000241937
internal_weight=0 3098 3078 3057 3036 50 2986 2965 2928 2899 2879 2852 2832 2713 119 99 2692 45 71 2647 87 66 2560 2539 51 2488 2465 2445 2143 302
internal_count=3121 3098 3078 3057 3036 50 2986 2965 2928 2899 2879 2852 2832 2713 119 99 2692 45 71 2647 87 66 2560 2539 51 2488 2465 2445 2143 302
is_linear=0
shrinkage=0.1


Tree=1469
num_leaves=31
num_cat=0
split_feature=448 0 453 2 0 484 484 484 484 49 151 484 484 483 42 42 159 159 12 51 484 482 51 481 12 3 3 4 3 1209
split_gain=0.00075728 0.00265926 0.000970188 0.00178378 0.00116632 0.0012687 0.00252187 0.00144368 0.00904101 0.00889405 0.0124499 0.00252366 0.00397225 0.00249636 0.00390976 0.00373554 0.00410437 0.0062215 0.00322018 0.0017708 0.00171573 0.00203387 0.00197421 0.00168883 0.0025288 0.00176946 0.0119149 0.0271383 0.00654425 0.00488586
threshold=0.068920000000000023 -0.26609999999999995 0.086430000000000021 0.091055000000000011 -0.23811499999999999 0.26920500000000008 0.15351500000000004 0.085845000000000019 0.085435000000000025 0.11560500000000001 -0.14575499999999997 0.079595000000000013 0.062030000000000009 0.098395000000000024 0.088575000000000015 0.083935000000000023 0.091530000000000014 0.10797500000000002 0.085440000000000016 -0.013119999999999998 0.049355000000000003 -0.223575 -0.46280499999999997 0.0028200000000000005 0.092200000000000018 -0.081334999999999977 -0.080634999999999984 -0.078629999999999992 -0.080934999999999993 -0.093169999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 8 11 10 -9 12 20 14 15 16 -12 -18 -17 -13 21 -6 -23 25 -25 29 27 -27 -29 -24
right_child=-2 2 3 -5 5 -7 -8 9 -10 -11 13 19 -14 -15 -16 18 17 -19 -20 -21 -22 22 23 24 -26 26 -28 28 -30 -31
leaf_value=0.001099483739711683 -0.0006133625365328044 -0.00067845909798052166 -0.00020598530805168247 0.00091717217808529256 -0.00082135577207326053 0.00056834420048337624 -0.0011051247982929149 0.002828210920561105 -0.0018472097551070707 -0.0013859275411232377 -0.00071833986945846293 0.00012907614111013356 -0.0013583001363175837 0.0011414205646142364 -0.0009247064188457444 0.00021925043780356645 0.0014431490680635762 -0.00080517633992712953 0.0020137351455923637 0.0014438522898126394 0.00089131543590199392 0.00078670461511900353 0.0016100569754780737 0.0012993719082184422 -0.00012410360639198469 -0.0037315923857085148 -3.1720216131886119e-05 0.00112883944020723 -0.0012064420795511632 3.3698329267614085e-05
leaf_weight=22 20 26 26 31 31 38 21 20 27 30 46 21 22 25 32 20 32 20 20 20 21 31 20 24 26 29 1207 28 21 1164
leaf_count=22 20 26 26 31 31 38 21 20 27 30 46 21 22 25 32 20 32 20 20 20 21 31 20 24 26 29 1207 28 21 1164
internal_value=0 3.95591e-06 -3.87183e-06 0.000404855 -1.15811e-05 -5.79377e-06 -1.31694e-05 -5.3618e-06 -2.65127e-05 0.000227039 0.000452104 -8.06662e-06 -2.02306e-05 0.000208401 7.11924e-05 0.000302126 -3.02693e-05 0.000578409 0.00111649 0.00077043 -8.91722e-06 -1.62419e-05 -6.45419e-06 -1.62152e-05 0.000559165 -2.78673e-05 -0.000109129 -0.00130697 0.000128005 6.0326e-05
internal_weight=0 3101 3079 57 3022 2996 2958 2937 2692 245 215 2665 2624 195 170 138 98 52 40 41 2602 2581 2550 2519 50 2469 1285 78 49 1184
internal_count=3121 3101 3079 57 3022 2996 2958 2937 2692 245 215 2665 2624 195 170 138 98 52 40 41 2602 2581 2550 2519 50 2469 1285 78 49 1184
is_linear=0
shrinkage=0.1


Tree=1470
num_leaves=31
num_cat=0
split_feature=1203 132 4 1208 16 16 403 1210 402 13 13 13 52 160 402 1210 15 0 52 42 133 42 42 13 1 43 3 403 8 9
split_gain=0.000782311 0.0120719 0.00933248 0.00107658 0.00606584 0.00467452 0.00136441 0.00539266 0.00200187 0.00132404 0.00797462 0.00735778 0.00766376 0.00567165 0.00569873 0.00896675 0.00525268 0.0039389 0.00626339 0.0321177 0.00390349 0.00725186 0.00330602 0.00303273 0.00342576 0.00401194 0.00292153 0.0021588 0.00210964 0.00253806
threshold=0.089165000000000008 -0.083284999999999984 -0.076229999999999978 0.097165000000000015 -0.072359999999999994 -0.079734999999999986 -0.5335399999999999 -0.053799999999999994 0.31115000000000004 -0.087714999999999987 -0.087404999999999997 -0.088464999999999988 -0.0027449999999999996 0.090195000000000011 -0.086719999999999978 -0.0095099999999999976 -0.09095499999999998 0.0059850000000000016 0.084735000000000019 0.084435000000000024 0.076280000000000014 0.086665000000000006 0.089015000000000025 -0.096404999999999991 0.12165500000000001 0.097930000000000017 -0.075944999999999985 0.51291000000000009 0.088180000000000022 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 7 -1 9 11 -11 13 -13 14 -8 -16 20 18 -18 -20 23 -22 -21 24 25 -17 -15 28 29 -12
right_child=1 2 -4 4 -6 -7 8 -9 -10 10 27 12 -14 26 15 16 17 -19 19 22 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018119582929648458 0.0022453479361264849 -0.0018212518663387055 0.00072176886793796826 -0.0001308482533786446 0.00096411923613314596 -0.0021546490390651992 -0.0014798362606338092 -0.00020771103385740366 -0.0010058398777619004 -0.0019310744971417907 -2.7958881320833775e-05 2.2778355050832035e-05 0.0027579727116972211 -0.00033689484590905961 0.0021753147497127596 0.001839583905028372 7.5633498760828617e-05 0.00081704384414479133 -0.0044007626539539725 -0.00049593971321883147 0.0026844367026656289 0.00018594913417473437 0.00093617703047736234 -0.00082797715175812216 -4.051298235550128e-05 0.00014567380896079595 -0.0019315146145527252 0.00092540765375209364 -0.00094155621412210164 0.0011036435788264497
leaf_weight=20 23 27 31 25 22 21 21 39 20 22 2208 20 21 27 22 29 149 35 21 40 21 26 27 22 66 27 20 24 25 20
leaf_count=20 23 27 31 25 22 21 21 39 20 22 2208 20 21 27 22 29 149 35 21 40 21 26 27 22 66 27 20 24 25 20
internal_value=0 0.000306717 -0.000462051 -8.17238e-06 -0.000401591 -0.00105476 8.29127e-07 0.000476923 -8.81369e-06 -1.92101e-06 -3.63084e-05 0.000131171 0.00142373 3.53393e-05 0.000132943 0.000202775 0.000109047 -0.000173202 -0.000319441 -0.000988373 0.000510993 0.00130229 8.1182e-05 0.000252721 0.000447601 0.00102288 -0.00101546 -1.80015e-05 -2.80512e-05 -1.78009e-05
internal_weight=0 81 58 3040 68 46 2972 59 2913 2893 2299 594 41 553 506 485 463 272 237 88 191 47 67 144 122 56 47 2277 2253 2228
internal_count=3121 81 58 3040 68 46 2972 59 2913 2893 2299 594 41 553 506 485 463 272 237 88 191 47 67 144 122 56 47 2277 2253 2228
is_linear=0
shrinkage=0.1


Tree=1471
num_leaves=31
num_cat=0
split_feature=132 1203 2 1213 133 4 1213 3 132 1203 1200 3 1213 16 2 1212 402 401 402 1211 402 1208 402 15 1212 0 1212 2 1212 1209
split_gain=0.000799559 0.00284145 0.00252654 0.0048395 0.00350475 0.00372007 0.00472681 0.00321334 0.00382478 0.00178613 0.00215668 0.00230207 0.00120697 0.00307214 0.00333514 0.00242555 0.00161868 0.00329255 0.00201067 0.00120476 0.00278182 0.00296435 0.00711141 0.00642039 0.00145089 0.00355271 0.0027638 0.00741664 0.00493296 0.00166893
threshold=-0.083174999999999985 0.089005000000000015 0.088665000000000008 0.0065300000000000002 -0.012979999999999998 -0.085034999999999986 0.0065300000000000002 -0.073309999999999986 -0.41094499999999995 0.088155000000000011 0.090100000000000013 -0.087319999999999995 0.12389500000000002 -0.082779999999999979 0.085855000000000015 0.11534000000000001 -0.43418999999999991 -0.06959499999999999 -0.26602499999999996 0.087635000000000005 0.2506000000000001 0.10383000000000002 0.13597000000000001 0.093115000000000017 0.091685000000000016 -0.081459999999999991 0.087615000000000012 0.084885000000000002 0.085650000000000018 0.087170000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 -1 -7 -4 -9 12 11 -11 15 -14 -15 16 17 -2 -18 20 21 22 24 -23 26 -26 28 -28 29 -20
right_child=9 -3 3 -5 -6 6 -8 8 -10 10 -12 -13 13 14 -16 -17 18 -19 19 -21 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00029704492539167409 0.00020686343280734341 -0.0011443600597515426 -0.00088112331617719915 0.0016248147818259896 0.00066835152871741845 -0.00034157781784112254 -0.0022244226490632474 0.0014840060024289416 -0.00044827538852890332 0.0001688910458419148 -0.00028680576436707506 0.0015551543040201068 -0.0003607301282692898 0.0018789376621134578 0.0001881709002191201 -0.00080304284374984778 0.00079942642460082433 -0.0015077142549368243 -2.0820690520915415e-05 0.00059335621043668226 -0.0011255046059059997 -0.0019642423575177144 0.0018504785750770851 0.00045418803374992593 0.0013518750130270538 -0.00030125983729913764 -0.0021315991373161195 0.00023877423974144303 0.0011230676805075164 0.00069534456688967168
leaf_weight=25 24 27 29 22 24 30 24 20 21 23 23 25 33 20 28 38 32 21 2332 34 22 23 21 21 26 26 22 33 39 33
leaf_count=25 24 27 29 22 24 30 24 20 21 23 23 25 33 20 28 38 32 21 2332 34 22 23 21 21 26 26 22 33 39 33
internal_value=0 -0.000182905 -4.97807e-05 0.000331084 -0.00038997 -0.000711486 -0.0011784 -7.55177e-05 0.000494301 1.40065e-05 0.000509392 0.000890903 1.56936e-06 0.000382018 0.000892657 -9.64882e-06 1.48037e-06 -0.000593273 1.15269e-05 1.94755e-06 -5.79221e-06 3.77055e-06 1.79118e-05 -0.000809991 2.58563e-06 0.000525308 -8.46827e-06 -0.000709375 7.56745e-06 -1.08277e-05
internal_weight=0 222 195 92 103 79 54 70 41 2899 71 48 2828 81 48 2747 2709 45 2664 2632 2598 2576 2532 44 2511 52 2459 55 2404 2365
internal_count=3121 222 195 92 103 79 54 70 41 2899 71 48 2828 81 48 2747 2709 45 2664 2632 2598 2576 2532 44 2511 52 2459 55 2404 2365
is_linear=0
shrinkage=0.1


Tree=1472
num_leaves=31
num_cat=0
split_feature=402 401 4 401 402 3 402 401 128 38 132 1204 403 403 1212 1212 1211 402 52 402 1213 1213 3 52 1213 1185 42 52 3 394
split_gain=0.000801237 0.000992586 0.00210119 0.00152887 0.00154316 0.00568441 0.00161621 0.00210551 0.00122701 0.0015985 0.00123949 0.00238538 0.00155389 0.00257102 0.00123601 0.00319577 0.00221338 0.00121362 0.00689192 0.00333562 0.00144194 0.00182878 0.00591249 0.0112217 0.00286457 0.00194603 0.00173346 0.00322608 0.00483042 0.00240697
threshold=0.31278000000000006 0.11602000000000001 -0.069389999999999993 0.11061500000000002 0.11174500000000002 -0.086049999999999988 0.10607000000000001 0.10328000000000002 0.11976500000000002 0.11100500000000002 -0.43443999999999999 0.020355000000000002 0.13075000000000003 0.104315 0.12799000000000002 0.11137000000000001 0.10809000000000001 -0.45015499999999992 0.086965000000000015 -0.41596499999999997 0.11146500000000001 0.085435000000000025 -0.082039999999999988 0.088185000000000013 0.060985000000000004 -0.083264999999999992 -0.093284999999999993 -0.14715499999999998 -0.094874999999999987 -0.085984999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 8 -8 9 10 -1 12 13 14 15 16 17 18 -12 -19 21 24 23 -23 25 -21 27 28 -27 -28
right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 19 -20 20 -22 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.00065195684136565909 0.00061560881191066339 -0.00092548528170612238 0.00016263322237743222 0.00079946614350774332 0.0008014090059857284 -0.0012584919861920582 0.0013659786211792379 -6.7679255568821518e-05 0.00058791641412036762 -0.00089866092705051428 0.00070950387955897231 0.0010933868055508357 -0.00073081057133345768 0.00094164365336523749 -0.00062274813217300107 0.001028787852167928 -0.0009651099358355472 0.0012343615764455701 -0.0018231940744001243 0.00093077197353440267 0.00084363220725208526 5.2443463713503799e-06 0.00085884732931541894 -0.0028619904581102589 0.00094676313383388342 0.00041923518352820696 -0.00094587622084434076 0.00045976945584698116 -0.0015213437806106296 -2.8803611929391512e-05
leaf_weight=29 21 35 36 24 21 37 20 21 35 20 22 20 29 29 32 30 24 22 21 22 20 39 24 21 32 29 29 172 23 2182
leaf_count=29 21 35 36 24 21 37 20 21 35 20 22 20 29 29 32 30 24 22 21 22 20 39 24 21 32 29 29 172 23 2182
internal_value=0 -4.17026e-06 -0.000373763 4.49303e-06 -1.85617e-06 -0.000512666 8.19709e-06 0.000631666 -5.99275e-07 -7.7738e-06 -1.52415e-06 5.15996e-06 -2.60754e-06 5.00799e-06 -4.89085e-06 2.3995e-06 -9.08135e-06 -4.49042e-07 -0.000527395 8.21585e-06 -2.18724e-06 -8.76182e-06 -0.000467678 -0.000998288 6.7259e-06 -5.51715e-06 -1.39764e-05 0.000251104 -0.000439098 -4.08322e-05
internal_weight=0 3100 71 3029 3005 58 2947 41 2906 2871 2851 2822 2802 2773 2744 2712 2682 2658 43 2615 2593 2573 84 60 2489 2457 2435 224 52 2211
internal_count=3121 3100 71 3029 3005 58 2947 41 2906 2871 2851 2822 2802 2773 2744 2712 2682 2658 43 2615 2593 2573 84 60 2489 2457 2435 224 52 2211
is_linear=0
shrinkage=0.1


Tree=1473
num_leaves=31
num_cat=0
split_feature=130 121 33 3 3 2 4 43 33 13 15 148 4 2 2 15 13 4 1375 151 160 0 16 48 52 4 3 43 4 42
split_gain=0.000739033 0.00220786 0.00145395 0.00114125 0.00407673 0.0034098 0.0095686 0.00338496 0.00311728 0.0041199 0.00284846 0.00316819 0.00503263 0.0124591 0.00745016 0.00601595 0.00596185 0.00322758 0.00343831 0.00399863 0.00260615 0.0024897 0.00319628 0.00372125 0.00247809 0.00219337 0.011265 0.0213738 0.00574558 0.0110125
threshold=-0.23647499999999996 -0.088279999999999983 -0.012019999999999998 -0.0049599999999999991 -0.0080949999999999998 -0.0050599999999999994 0.40945500000000007 -0.081374999999999989 0.085305000000000006 -0.16152999999999998 -0.43375999999999998 -0.079549999999999996 0.076415000000000025 0.083935000000000023 0.11237500000000002 -0.18895499999999996 -0.0079349999999999993 0.033845000000000007 1.0000000180025095e-35 0.056735000000000001 0.086075000000000013 -0.14116499999999996 0.26799500000000004 0.10078500000000001 -0.07167999999999998 -0.085719999999999977 -0.087044999999999983 -0.053764999999999993 -0.084369999999999987 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 8 6 -5 -7 9 -4 -9 -12 13 -13 16 -16 -14 18 19 20 21 -15 23 24 -23 26 -11 -28 29 -27
right_child=1 2 3 5 -6 7 -8 10 -10 25 11 12 14 17 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.00060592775593249827 0.00093986920500174157 -0.00073429800359008372 -0.0013963001942361841 0.0026208292099181565 -0.0011849538524014254 -0.0010375412304441582 -0.00015115085856946695 -0.00051948348672369558 -0.0012252911315521315 -5.7592242148610164e-06 -0.00074951862261514186 -0.002351052846061066 0.0007839193041233914 0.0012013847455244488 0.0011847574453842007 -0.00064623680357870305 0.0031446459377184512 -0.00083639964507892727 -0.00079830092119822366 0.0017648505920078606 -0.00054992988090296949 0.00017098169587552548 0.00097870483409567941 0.0010101758287332598 -0.0011876016598323296 0.00017010991753711594 8.1612238621649652e-05 -0.004138757004984654 2.0809938910701638e-05 0.0029240292044778473
leaf_weight=20 25 27 21 20 30 27 33 62 21 364 32 20 23 38 34 38 20 25 23 22 28 25 41 21 29 53 30 20 1929 20
leaf_count=20 25 27 21 20 30 27 33 62 21 364 32 20 23 38 34 38 20 25 23 22 28 25 41 21 29 53 30 20 1929 20
internal_value=0 3.90795e-06 -3.69902e-06 2.7707e-06 -2.62807e-05 0.000131612 0.000894879 5.19796e-05 -1.2139e-05 -1.68513e-06 0.000113138 0.000206748 0.000285819 5.13383e-05 0.000840416 0.000218399 0.00188193 0.000242004 0.000360771 0.000491451 0.000337523 0.000498879 0.000268747 -0.000119363 -0.000558628 1.04369e-05 -0.00019909 -0.00160654 5.37656e-05 0.000924608
internal_weight=0 3101 3076 3049 2488 561 53 508 2458 2437 481 419 387 272 115 72 43 252 227 204 182 154 116 75 54 2416 414 50 2002 73
internal_count=3121 3101 3076 3049 2488 561 53 508 2458 2437 481 419 387 272 115 72 43 252 227 204 182 154 116 75 54 2416 414 50 2002 73
is_linear=0
shrinkage=0.1


Tree=1474
num_leaves=31
num_cat=0
split_feature=130 40 121 39 40 10 33 10 9 34 46 475 4 1 0 52 3 4 0 1 160 52 1 0 1 49 0 15 13 15
split_gain=0.000819115 0.00156869 0.00182298 0.00157246 0.00133149 0.00105973 0.00206758 0.00119047 0.00382268 0.00119638 0.0011379 0.00154329 0.00110374 0.00325506 0.00132863 0.00271094 0.0016788 0.00155219 0.00352623 0.00564959 0.00216286 0.00143179 0.00384641 0.00351302 0.00182553 0.00153961 0.0033039 0.00537942 0.00281145 0.0108278
threshold=-0.23123999999999997 -0.24290999999999999 -0.078059999999999977 -0.020804999999999994 0.10611000000000002 0.18116500000000002 -0.009184999999999997 0.094860000000000014 0.088235000000000022 -0.085739999999999983 0.10253500000000002 0.11922500000000001 0.62931500000000018 0.15170500000000001 0.12500000000000003 0.095415000000000014 -0.14186499999999996 -0.52556499999999995 0.089620000000000019 0.10471500000000002 -1.0000000180025095e-35 -0.54663499999999987 0.099195000000000019 0.030935000000000004 0.085605000000000014 -0.010699999999999999 -0.23001499999999997 -0.10324499999999999 -0.17933499999999997 -0.015744999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 8 9 -8 11 12 13 14 17 16 -16 20 21 -20 -11 22 -19 25 -25 -23 27 -27 29 -28
right_child=1 2 3 4 -6 -7 7 -9 -10 10 -12 -13 -14 -15 15 -17 -18 18 19 -21 -22 23 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.00059456895738232724 -0.00088718288629934254 0.00074057526195026719 -0.00070399223350250397 -0.0010252354363910856 0.00058122385973827196 0.00070096613573176526 -0.00078019076841883371 -0.00065395003891483483 0.0012324580505955966 -0.00015563366236165168 -0.00070460572226337451 0.0006263353027558576 -0.0006556050663885589 0.0012392662354700622 0.00067887010619692185 0.0014024666743353009 -0.00045669680926948794 -8.3352071149939945e-06 -0.0021604508080054078 0.00011524480408600841 0.0012974180020613685 -0.00020273287158225993 -0.0015953075999970594 0.00022721744608134031 0.0014606179919307277 -9.6136848710907192e-05 0.00056801447267039646 0.0020853115859790707 1.318296424547839e-05 -0.0025268838799092919
leaf_weight=23 20 33 32 20 39 21 20 28 25 20 23 39 26 21 23 20 30 56 20 24 21 388 21 24 24 26 26 20 1988 20
leaf_count=23 20 33 32 20 39 21 20 28 25 20 23 39 26 21 23 20 30 56 20 24 21 388 21 24 24 26 26 20 1988 20
internal_value=0 -4.41417e-06 1.32182e-06 -6.68979e-06 7.16006e-07 -6.89657e-06 -1.19305e-05 -5.02079e-06 1.23395e-06 -9.45376e-06 -4.06399e-06 1.61541e-06 -7.09227e-06 -1.00954e-06 -1.04773e-05 0.000410444 3.60964e-05 -2.19513e-05 -3.14443e-05 -0.000919162 0.000588612 -1.63808e-05 -0.000441146 -3.38124e-06 0.000843918 -1.98603e-05 1.42525e-05 0.000852319 -4.70087e-06 -0.000777594
internal_weight=0 3098 3078 3045 3013 2974 2953 2933 2905 2880 2860 2837 2798 2772 2751 73 53 2678 2637 44 41 2593 77 2516 48 2468 2080 46 2034 46
internal_count=3121 3098 3078 3045 3013 2974 2953 2933 2905 2880 2860 2837 2798 2772 2751 73 53 2678 2637 44 41 2593 77 2516 48 2468 2080 46 2034 46
is_linear=0
shrinkage=0.1


Tree=1475
num_leaves=31
num_cat=0
split_feature=33 120 40 133 1454 133 2 1204 12 132 16 12 12 16 16 12 16 1209 42 401 13 402 1212 2 13 133 394 133 403 42
split_gain=0.000872288 0.000836042 0.00223869 0.000905176 0.00359109 0.00486935 0.0105552 0.00252988 0.00287998 0.00653922 0.0217705 0.0144551 0.00409648 0.00496485 0.00322522 0.00616729 0.00299424 0.00226546 0.00249018 0.00327267 0.005527 0.0029553 0.00656703 0.00214571 0.00383011 0.00312171 0.00312165 0.00445823 0.0041641 0.00411618
threshold=-0.044254999999999996 0.093680000000000013 -0.24134999999999998 -0.0081349999999999981 0.089215000000000017 -0.014339999999999997 0.084415000000000004 0.057120000000000011 0.091715000000000005 -0.083284999999999984 -0.067914999999999989 0.092355000000000007 0.090020000000000017 -0.080344999999999986 -0.052894999999999991 0.094375000000000014 -0.087989999999999985 0.087100000000000025 0.087075000000000014 0.10022000000000002 -0.092534999999999992 0.10686000000000002 -0.088009999999999991 0.084415000000000004 -0.010094999999999998 -0.14032999999999998 -0.085984999999999992 -0.086649999999999991 0.08888500000000002 -0.080354999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 8 12 10 -10 -11 17 -14 15 -13 -17 18 21 20 -20 22 -4 24 25 -24 -25 28 29 -28
right_child=1 -3 3 -5 -6 6 -8 -9 9 11 -12 14 13 -15 -16 16 -18 -19 19 -21 -22 -23 23 26 -26 -27 27 -29 -30 -31
leaf_value=0.00062745495709929278 0.00098311416855405872 -0.00058040496963076291 -0.0017188241746528849 -3.9981479730686418e-05 -0.0012401064718142152 -0.0004142072274407838 0.0021592834512429203 -0.0010384770653521023 0.0035799276000034299 -0.0024514809047104791 -0.00046085002987335125 0.0021756058595201466 -0.0017360685641566913 0.00017204371839761736 -0.00031888295488897712 -0.0004043741179802138 0.00090581582923265609 -0.00089894323706782113 2.1746819604433968e-05 -0.00045905547658549041 0.0017865190703222262 0.00085100099951138401 0.0018225479334511834 -0.0011579504922597803 -0.00042629325762391093 0.00027405222451003887 -0.0010507856190627165 0.00067265065943317149 -0.0016401144271102651 0.00050463523415225577
leaf_weight=22 23 25 24 2239 20 30 34 21 24 20 30 23 30 25 40 33 37 24 36 24 35 34 23 28 33 30 27 59 22 46
leaf_count=22 23 25 24 2239 20 30 34 21 24 20 30 23 30 25 40 33 37 24 36 24 35 34 23 28 33 30 27 59 22 46
internal_value=0 -4.45435e-06 2.297e-07 -7.17979e-06 8.32672e-05 0.000116686 0.00095296 4.31672e-05 7.52952e-05 0.000388974 0.00133505 5.50643e-05 -5.45677e-05 -0.000868745 0.000431988 0.000754944 0.000288155 4.60609e-05 9.99329e-05 0.00055046 0.000891705 -3.13558e-05 -0.000134096 7.81999e-06 0.000419448 0.000946041 -0.000186685 -1.00917e-05 -0.000434111 -7.06574e-05
internal_weight=0 3099 3074 3051 812 792 64 728 707 207 54 153 500 55 133 93 70 445 421 95 71 326 292 268 86 53 182 154 95 73
internal_count=3121 3099 3074 3051 812 792 64 728 707 207 54 153 500 55 133 93 70 445 421 95 71 326 292 268 86 53 182 154 95 73
is_linear=0
shrinkage=0.1


Tree=1476
num_leaves=31
num_cat=0
split_feature=132 132 16 1 40 39 0 4 3 0 475 16 0 16 11 33 131 47 13 2 51 1 15 147 147 147 16 16 13 151
split_gain=0.000909939 0.00223523 0.00180667 0.00115031 0.00359018 0.00227185 0.00117943 0.00210239 0.00425954 0.00119263 0.00212731 0.00373678 0.00377798 0.0060088 0.00117111 0.00118279 0.0010933 0.00127612 0.00320974 0.00184433 0.00324198 0.00221765 0.00401297 0.00357613 0.00183345 0.00178723 0.00177965 0.00411678 0.00311122 0.00165253
threshold=-0.44750499999999993 -0.41127499999999995 0.67964000000000013 0.16540500000000002 -0.24452499999999996 0.14059500000000003 0.13134000000000004 -0.35136499999999998 -0.116045 0.12445000000000002 0.12365000000000002 0.6352000000000001 0.10455500000000001 0.19444000000000003 0.10221500000000001 -1.0000000180025095e-35 0.13707500000000003 0.13283000000000003 -1.0000000180025095e-35 0.14285500000000004 0.09364500000000002 0.13686500000000004 -0.46743999999999997 0.10271500000000001 0.089365000000000014 0.087070000000000022 -0.52595999999999987 -0.54165499999999989 -0.080344999999999986 -0.08317999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 9 8 -8 10 11 12 14 -14 15 -6 17 19 -19 21 -21 23 -23 24 25 26 27 28 -17 -26
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 -12 -13 13 -15 -16 16 -18 18 -20 20 -22 22 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.00049984540829528773 0.0010340107560512565 -0.0013021744165078938 -0.00080080221939299789 0.00071067822636510045 0.0006244358996025704 0.0010223829478491098 -0.0010295342220078137 0.0010799006733577699 0.0008783375704661012 -0.00070971900531731087 0.00093568775046151134 0.0013523308280855417 0.00023535945801995696 -0.0021568494915430035 0.00073876293996969866 0.00069389377668913868 0.00060408485972272634 -0.0014877987952058903 0.00026258422400463711 0.00011563221603864804 0.0015485504938988015 0.00017992512267400425 -0.0017772569356020542 0.001221836094096627 3.5684859311139144e-05 0.00075013200441996259 -1.1751940486646879e-05 -0.0016948294814764745 -0.00092901563759715785 -0.00099323642396091194
leaf_weight=36 21 21 28 23 29 22 22 28 25 24 24 20 21 21 21 27 28 20 22 75 20 22 20 23 27 30 2342 21 21 37
leaf_count=36 21 21 28 23 29 22 22 28 25 24 24 20 21 21 21 27 28 20 22 75 20 22 20 23 27 30 2342 21 21 37
internal_value=0 5.83288e-06 -1.21403e-06 6.1603e-06 7.82301e-07 9.92738e-06 2.42771e-06 0.000393945 -1.47088e-05 -7.71523e-06 -1.84686e-06 -9.75021e-06 -1.93864e-05 -0.000960745 -5.19001e-06 -1.08423e-05 -1.75784e-05 -2.40086e-05 -0.000570931 -1.53892e-05 0.000417299 -3.13835e-05 -0.000752066 -1.94101e-05 -3.08068e-05 -1.6954e-05 -2.64988e-05 -0.000527038 -1.61291e-05 -0.00055916
internal_weight=0 3085 3064 3036 3013 2992 2970 75 47 2895 2871 2847 2827 42 2785 2764 2735 2707 42 2665 95 2570 42 2528 2505 2441 2411 69 48 64
internal_count=3121 3085 3064 3036 3013 2992 2970 75 47 2895 2871 2847 2827 42 2785 2764 2735 2707 42 2665 95 2570 42 2528 2505 2441 2411 69 48 64
is_linear=0
shrinkage=0.1


Tree=1477
num_leaves=31
num_cat=0
split_feature=123 123 16 376 33 1 39 9 16 3 13 15 16 13 15 150 0 4 4 13 0 1 9 2 39 124 12 0 1 52
split_gain=0.000781942 0.0017577 0.000967703 0.000918811 0.00295892 0.0027445 0.0028734 0.00213401 0.00810336 0.00180965 0.00262707 0.00245941 0.00287849 0.00437221 0.00252719 0.00171713 0.00164426 0.0045439 0.00603529 0.00403633 0.00239093 0.00184111 0.0017987 0.00267051 0.00168255 0.00181235 0.00223676 0.00326686 0.0021843 0.00341976
threshold=0.13162000000000004 0.11410500000000003 0.67964000000000013 0.084075000000000011 -0.012019999999999998 0.10781 0.090455000000000021 0.091600000000000015 -0.42170999999999997 0.14121000000000003 -0.17933499999999997 -0.43375999999999998 -0.11227499999999999 -0.39067499999999994 -0.083359999999999976 0.084335000000000007 0.12358500000000001 -0.35136499999999998 -0.49405499999999997 0.096675000000000011 0.089620000000000019 0.13820500000000002 -0.082359999999999989 -0.0091949999999999983 -0.046074999999999991 0.086445000000000008 -0.083994999999999986 -0.14723999999999998 0.10708500000000001 -0.031059999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 15 -7 9 -9 10 -6 -11 -13 14 -14 -5 20 18 19 -18 21 22 -12 -24 -25 26 27 -26 29 -29
right_child=-2 -3 -4 5 7 6 -8 8 -10 11 16 12 13 -15 -16 -17 17 -19 -20 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.0012199685946688989 -0.00062326997256604959 0.0008946869776330212 -0.00062197185680270195 0.0012904734069403882 -0.00097477770860082127 -0.00097728839788872477 0.00050942323545873829 -0.00069282928835372854 0.001908043967559934 -0.00054623850807547579 0.00086823544031532313 0.0012703482264564752 -0.00017863017994733084 -0.0010714231804013253 0.0012421603453525853 0.00018015273313861914 2.2257214643504109e-05 0.0016462125233374536 -0.0012053490167966596 0.0017550681205466389 -0.00084322030234034178 -0.00070442431572770997 -0.00092782442116003951 -0.00089970996570108187 -0.0015649068843975494 0.00088273043460820031 8.7815532942480859e-06 0.00035765368676948128 0.00071295501489657912 -0.0014916048722807319
leaf_weight=20 20 22 25 30 29 26 26 23 25 25 23 37 21 20 31 26 41 22 27 20 36 39 32 21 22 23 2349 20 20 20
leaf_count=20 20 22 25 30 29 26 26 23 25 25 23 37 21 20 31 26 41 22 27 20 36 39 32 21 22 23 2349 20 20 20
internal_value=0 4.0198e-06 -2.34418e-06 2.72809e-06 -7.77397e-06 0.000289201 -0.000233933 5.11711e-07 0.000661792 -1.05173e-05 -2.80404e-05 0.000348315 0.000553488 0.000185101 0.00066838 0.000774967 -1.7928e-05 0.000360783 3.9426e-05 0.000590392 -3.39196e-05 -2.25787e-05 -1.2068e-05 -2.01442e-05 -8.40853e-06 -7.81258e-07 -9.14027e-06 -0.000522535 -0.000140332 -0.000566976
internal_weight=0 3101 3079 3054 2946 108 52 2926 48 2878 2744 134 109 72 52 56 2715 110 88 61 2605 2569 2530 2507 2475 2454 2431 82 60 40
internal_count=3121 3101 3079 3054 2946 108 52 2926 48 2878 2744 134 109 72 52 56 2715 110 88 61 2605 2569 2530 2507 2475 2454 2431 82 60 40
is_linear=0
shrinkage=0.1


Tree=1478
num_leaves=31
num_cat=0
split_feature=33 1426 1428 473 471 52 51 51 52 475 42 42 133 49 1429 52 157 484 133 51 1373 151 49 1375 49 159 159 130 40 133
split_gain=0.000765812 0.000758686 0.000871102 0.00348992 0.00176347 0.0015152 0.00566918 0.0016264 0.00140518 0.00118236 0.00360839 0.0129039 0.00866431 0.00364306 0.00210572 0.00676482 0.00277735 0.00327332 0.00198165 0.00183843 0.0016341 0.00325997 0.00179981 0.00425275 0.00282931 0.00268211 0.00308799 0.00253972 0.00386714 0.00664785
threshold=-0.044254999999999996 -0.10090499999999998 -0.071779999999999997 -1.0000000180025095e-35 -0.083284999999999984 -0.55692499999999978 -0.093639999999999987 -0.013439999999999999 -0.55061999999999989 -0.083344999999999989 0.083715000000000026 0.083995000000000014 0.088115000000000013 0.084620000000000015 0.057970000000000008 -0.070154999999999981 -0.06482499999999998 0.096675000000000011 0.085895000000000013 -0.091704999999999995 1.0000000180025095e-35 -0.08317999999999999 -0.0087849999999999977 0.083975000000000008 -0.0055299999999999993 0.10333000000000002 0.091070000000000012 -0.22562499999999999 -0.083709999999999993 0.087985000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -8 -7 10 13 -12 18 19 20 -16 17 -17 -13 -10 22 -22 23 25 -24 26 -11 -26 29 -29
right_child=1 2 3 4 5 8 7 -9 9 14 11 12 -14 -15 15 16 -18 -19 -20 -21 21 -23 24 -25 27 -27 -28 28 -30 -31
leaf_value=0.00058791368527718907 0.00059485113902372263 -0.00054448562150355428 0.0013136447075521576 -0.00092487321512418853 0.0016945991106088816 -0.00077798112506570764 -0.00085433110639098148 0.00039023864193863815 -0.00035165599031772998 -0.00013406777054483148 0.0028332230756946265 0.00030134930305433485 -0.0014616978215949181 -0.0012797398250550033 -0.0019018509737798014 0.001163036288872482 -0.00095414821102860435 -0.00046039326420134821 0.0014381797208562089 0.00071514994759733479 -0.00026674822358221847 0.0011971055410981537 0.0010309105092245671 -0.0016384403884876519 -0.0010443573598699321 0.00098478776402771478 -0.001412564038328128 0.001789396366051909 -9.1841092429263645e-06 -0.0005490631656721234
leaf_weight=22 21 30 20 21 24 24 21 21 35 341 21 46 26 25 25 27 21 23 23 30 29 32 27 20 23 20 20 31 2052 20
leaf_count=22 21 30 20 21 24 24 21 21 35 341 21 46 26 25 25 27 21 23 23 30 29 32 27 20 23 20 20 31 2052 20
internal_value=0 -4.17363e-06 -8.26054e-06 -2.98274e-06 -1.16791e-05 -5.30161e-06 0.000468552 -0.000232046 -1.59355e-05 -9.6657e-06 0.000221295 0.000589946 9.40638e-05 -0.000253855 -2.72156e-05 -0.000487192 1.09271e-05 0.000416259 0.000680293 0.000140716 -1.03293e-05 0.000501175 -2.25461e-05 -0.000217061 1.36826e-05 -0.000142448 -0.000204899 7.63882e-07 1.21941e-05 0.000872353
internal_weight=0 3099 3078 3048 3028 3007 66 42 2941 2917 206 116 95 90 2711 96 71 50 69 65 2615 61 2554 401 2153 381 361 2126 2103 51
internal_count=3121 3099 3078 3048 3028 3007 66 42 2941 2917 206 116 95 90 2711 96 71 50 69 65 2615 61 2554 401 2153 381 361 2126 2103 51
is_linear=0
shrinkage=0.1


Tree=1479
num_leaves=31
num_cat=0
split_feature=130 39 47 43 402 401 16 16 15 12 39 402 402 133 4 13 43 43 0 16 402 401 13 43 50 1446 1446 1446 474 1212
split_gain=0.000917219 0.00174013 0.00121063 0.000801865 0.00472158 0.00326925 0.00278755 0.00482893 0.00996426 0.00276277 0.00446118 0.00203486 0.00205445 0.00167445 0.00152488 0.00203696 0.00151631 0.00493698 0.00411258 0.00344322 0.00275928 0.00337783 0.00316356 0.00306325 0.00427626 0.00283551 0.00939208 0.0066401 0.00384772 0.00364463
threshold=-0.23123999999999997 0.15619500000000003 0.14397500000000002 -0.14169499999999999 0.27918000000000004 0.10956 -0.077074999999999991 -0.10850999999999998 0.084655000000000022 0.08598500000000002 0.0046100000000000004 0.13775000000000001 0.12933500000000003 0.2590050000000001 -0.111605 0.14871000000000004 -0.097804999999999989 -0.11278499999999998 -0.079634999999999997 -0.052894999999999991 0.11174500000000002 0.10977000000000002 0.11217000000000001 -0.095049999999999982 -0.47313999999999995 0.083715000000000026 0.085345000000000018 1.0000000180025095e-35 0.088710000000000011 0.087615000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 11 6 7 -2 -9 10 -8 12 16 -10 -11 -16 17 18 -5 -19 22 -22 23 -18 -25 27 -27 -26 29 -28
right_child=1 -3 -4 4 -6 -7 9 8 13 14 -12 -13 -14 -15 15 -17 20 19 -20 -21 21 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=0.00062916758318391189 -0.00056450706618116516 -0.00093442714074626571 0.00077685962896794085 -0.0012165180353734357 0.0014389410928782563 -0.0013992767497893511 -0.0017466041279840284 0.0025537606228185311 -0.00059575307823251939 0.00073687841533683247 0.00015377296533967771 -0.00089788435364607721 0.00097087673758241276 0.00053344408831968576 0.00049826911099011171 -0.00074751286517961749 -0.0010175361164632098 0.0020321965965974546 0.00061919531056090545 0.00040359694154604392 -0.0015413853792079655 7.0548134569365243e-05 0.00091834815904951188 0.0013870318621312355 -2.8944192642451063e-05 0.0020089635954655964 0.00049793048210924624 -0.0017747371531599623 -0.00113792071706089 -0.00067077515362624961
leaf_weight=23 43 20 20 26 23 20 30 22 24 20 21 25 22 29 21 35 30 21 23 34 26 26 37 22 2246 29 124 22 23 34
leaf_count=23 43 20 20 26 23 20 30 22 24 20 21 25 22 29 21 35 30 21 23 34 26 26 37 22 2246 29 124 22 23 34
internal_value=0 -4.67103e-06 1.37027e-06 -3.7016e-06 1.20716e-05 -0.000169945 -6.95914e-05 0.000280345 0.000764727 -0.000394729 -0.000964096 2.23927e-07 8.40342e-06 2.21095e-05 -1.26544e-05 -0.000280345 6.27285e-07 0.0003751 -0.000354857 0.00102543 -1.4243e-05 -0.000735419 3.65959e-07 -1.30591e-05 -1.00535e-06 -1.33285e-05 0.000338213 -4.58787e-05 7.0524e-05 0.000246437
internal_weight=0 3098 3078 3058 2793 265 245 118 75 127 51 2770 2745 53 76 56 2723 104 49 55 2619 52 2567 2530 2500 2478 210 2268 181 158
internal_count=3121 3098 3078 3058 2793 265 245 118 75 127 51 2770 2745 53 76 56 2723 104 49 55 2619 52 2567 2530 2500 2478 210 2268 181 158
is_linear=0
shrinkage=0.1


Tree=1480
num_leaves=31
num_cat=0
split_feature=132 132 123 34 43 9 2 1 96 1 120 148 13 1 4 129 40 39 1 1 4 4 14 42 42 42 16 16 43 158
split_gain=0.000748557 0.00182841 0.00167237 0.000979043 0.0058348 0.00239664 0.00321689 0.0027941 0.00145391 0.0029566 0.00104246 0.00179525 0.00159031 0.00847342 0.00313595 0.00148419 0.00167827 0.00278861 0.00169278 0.00287727 0.00175096 0.00182555 0.00200819 0.00174888 0.0130293 0.00386257 0.00293662 0.0104964 0.00426214 0.00284015
threshold=-0.44750499999999993 -0.41127499999999995 -0.088149999999999992 -0.057544999999999992 -1.0000000180025095e-35 0.089995000000000006 -0.080614999999999978 0.13332000000000002 0.083725000000000008 0.10956 0.091385000000000008 -0.12993999999999997 0.24813000000000004 0.15964000000000003 0.055260000000000011 0.10596500000000002 0.088160000000000016 0.11365500000000002 0.14554000000000003 0.13968000000000003 0.51388000000000011 0.42051500000000003 -0.46825999999999995 0.085730000000000015 0.086035000000000014 0.085345000000000018 -0.15241499999999997 -0.25582999999999995 0.07827000000000002 0.085410000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 8 6 -5 -7 -4 -10 11 -8 13 15 -14 16 17 18 19 20 21 23 -23 25 -25 26 27 28 29 -13
right_child=1 2 3 5 -6 7 10 -9 9 -11 -12 12 14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00045335859849728879 0.00093520793376401779 -0.00085058874974492944 -0.00066335920621765718 0.0010374432134752473 0.0017929346217507764 -0.0013070289383176716 0.00092299680996109693 0.00015796057388955809 0.0011684539126872553 -0.0004357079769424336 -0.00068920088868418879 -0.00067544459855335573 -7.1237711194303951e-05 0.0020596708310768007 -0.0013958645184175113 0.00056325225392356521 0.00066225581750687626 -0.0012014885270036756 -0.00091034888201171448 0.0011045988029091741 -0.00081992773382269122 -0.00021883591433011348 0.0010181154332323265 0.0024817499863936314 2.2711631324172553e-05 -0.0012384724465564119 -2.1140013357325978e-05 -0.0025628748183537807 0.0010499759528708333 0.00064755377732581118
leaf_weight=36 21 23 28 30 21 30 21 23 20 27 22 86 70 20 24 45 36 20 21 23 27 21 35 22 1047 29 1228 21 24 20
leaf_count=36 21 23 28 30 21 30 21 23 20 27 22 86 70 20 24 45 36 20 21 23 27 21 35 22 1047 29 1228 21 24 20
internal_value=0 5.29041e-06 -1.08304e-06 5.34203e-06 0.00031961 -4.90235e-06 7.30994e-06 -0.000671279 -9.29213e-05 0.000246914 -3.4881e-06 1.82376e-06 -5.03848e-06 8.91153e-06 -0.00040944 -6.2512e-06 -1.58857e-05 -2.51894e-05 -1.61549e-05 -8.885e-06 -1.8889e-05 -1.03504e-05 0.000554259 -2.31151e-05 7.33186e-05 -9.63308e-05 -7.23119e-05 -0.000488464 -0.000153367 -0.000425822
internal_weight=0 3085 3064 3041 96 2945 2892 53 75 47 2862 2840 2819 2725 94 2705 2660 2624 2604 2583 2560 2533 56 2477 1069 1408 1379 151 130 106
internal_count=3121 3085 3064 3041 96 2945 2892 53 75 47 2862 2840 2819 2725 94 2705 2660 2624 2604 2583 2560 2533 56 2477 1069 1408 1379 151 130 106
is_linear=0
shrinkage=0.1


Tree=1481
num_leaves=31
num_cat=0
split_feature=399 130 1203 132 393 131 130 130 1213 1213 1210 42 0 42 1213 1453 1453 403 403 2 402 402 1447 15 0 403 1447 1429 1429 13
split_gain=0.000756632 0.00226311 0.00110063 0.00914416 0.0020166 0.0013293 0.00122761 0.00171747 0.0011886 0.00296654 0.00271439 0.00310772 0.00217451 0.00321634 0.00211093 0.00228918 0.00198087 0.0019629 0.00151154 0.00300858 0.00175157 0.00328514 0.00168031 0.0100341 0.00899084 0.0089259 0.00411061 0.00189239 0.00866231 0.00650891
threshold=-0.065739999999999979 0.084685000000000024 0.089005000000000015 -0.083284999999999984 0.12069000000000002 0.13857500000000003 0.12680500000000003 0.11417500000000001 -0.09280999999999999 -0.087969999999999979 -0.087109999999999979 -0.090219999999999981 -0.086284999999999987 0.08733500000000001 -0.086729999999999988 -0.087504999999999986 -0.081719999999999973 0.26430000000000003 0.10301500000000001 0.089320000000000024 0.2506000000000001 0.11191000000000001 -0.085684999999999997 0.087575000000000014 -0.087414999999999979 -0.55157999999999985 -0.087019999999999986 0.083985000000000018 0.083715000000000026 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 8 10 -10 -2 -12 17 -14 -11 -16 -17 -13 20 -20 21 22 23 24 26 -24 -18 28 -27 -29
right_child=2 -3 3 -5 -6 -7 -8 -9 9 14 11 12 13 -15 15 16 18 -19 19 -21 -22 -23 25 -25 -26 27 -28 29 -30 -31
leaf_value=-0.00040242747611773667 0.0013538780063390733 0.00081639608923489079 0.00099277901776393101 -0.0017206040679377988 0.0010014085657894611 -0.00081861335580470053 0.00057978916544622436 -0.00066691858116358239 -0.00095699628088341071 0.00099560775783001675 0.0011773764631589469 0.0011060261171382004 -0.0013758920797651323 2.3632757354509801e-05 -0.00089455665016932226 0.00073548533061208829 -0.0001824574253987521 -0.0002004450622379132 -0.00013775563318631611 0.0011631395468612027 -0.00091263141102072864 0.0012290532606476475 -0.0020487031613645903 0.0022074931908560836 -0.0016432782852832503 -3.2017476856544555e-05 0.0016441599190743133 0.0015068139125859099 -0.0019830893112710961 1.0780969971038272e-05
leaf_weight=25 20 39 23 27 20 20 36 39 33 21 23 23 24 52 29 36 28 23 40 32 22 21 22 23 27 2141 22 35 23 172
leaf_count=25 20 39 23 27 20 20 36 39 33 21 23 23 24 52 29 36 28 23 40 32 22 21 22 23 27 2141 22 35 23 172
internal_value=0 0.000340293 -7.12422e-06 -0.000472448 6.13123e-07 -6.08788e-06 -6.108e-07 -7.73956e-06 1.14978e-06 -1.46197e-05 0.000261776 0.000111141 -8.987e-05 -0.000418322 -3.07611e-06 -1.09221e-05 -1.2302e-06 0.000452791 -1.13996e-05 0.00044042 -2.42273e-05 -1.64529e-05 -2.69445e-05 0.000374665 -0.000172803 -4.37272e-05 0.000621254 -2.51234e-05 -5.27544e-05 0.000263733
internal_weight=0 64 3057 50 3007 2987 2967 2931 2892 2727 165 145 122 76 2694 2673 2644 46 2608 72 2536 2514 2493 100 77 2393 50 2371 2164 207
internal_count=3121 64 3057 50 3007 2987 2967 2931 2892 2727 165 145 122 76 2694 2673 2644 46 2608 72 2536 2514 2493 100 77 2393 50 2371 2164 207
is_linear=0
shrinkage=0.1


Tree=1482
num_leaves=31
num_cat=0
split_feature=1447 2 2 1447 13 483 480 43 160 480 480 154 157 1417 1426 475 15 157 13 157 52 2 472 52 474 0 1371 3 1374 150
split_gain=0.000760812 0.00527655 0.0109834 0.00293045 0.00679437 0.00254501 0.000878649 0.00290134 0.00327648 0.00227693 0.0019519 0.00172143 0.00249885 0.00149554 0.0012636 0.00149041 0.00146571 0.00138011 0.00790401 0.00375754 0.00351213 0.00283701 0.00220816 0.00217101 0.00211902 0.00524812 0.00161491 0.00476774 0.00210789 0.00503573
threshold=-0.085804999999999979 0.083715000000000026 0.086950000000000013 -0.084334999999999979 -0.085034999999999986 0.087440000000000004 0.091830000000000009 -0.078469999999999984 -0.063384999999999983 0.11191000000000002 0.087715000000000015 0.084190000000000001 0.63604500000000008 -0.061959999999999994 -0.052649999999999995 0.12365000000000002 -0.0088349999999999974 -0.087424999999999989 -0.085584999999999981 -0.086649999999999991 -0.56368999999999991 0.10402500000000002 -0.082054999999999975 -0.011499999999999998 0.10523500000000001 -0.075684999999999988 0.083235000000000017 -0.083654999999999993 0.085820000000000021 0.090480000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -4 10 -8 9 -9 11 12 13 -5 16 17 -15 18 -16 -19 -21 23 -22 -20 26 -26 28 -28 -24 -30
right_child=3 2 5 6 -6 -7 7 8 -10 -11 -12 -13 -14 14 15 -17 -18 19 21 20 22 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=0.00091445143412177763 0.0021635805862024425 -0.0021155194686798494 -0.00033909604072761843 0.00080666028307345905 -0.00044301998044829813 0.0009697149306399903 0.00046049740938340416 -0.0017408456653356553 0.00022468968735276057 -0.00033309078542515642 0.00099377328791888436 0.00090439660430309326 -0.0011181594125810078 -0.0011113263444382359 -0.0019981603963179109 0.00077400377840967851 5.6658213032365198e-05 0.0013786516431719066 1.7795574644373523e-05 0.0013226057477004362 -0.00094295218028128149 -0.00067683443810437902 -1.4773465870361291e-05 0.0012787004244852473 0.001479134482196382 -0.00046821987908333539 -0.0017396609508432449 0.00041770323905872091 -0.00024896711827470709 0.0018616449361434206
leaf_weight=30 20 32 39 23 20 24 36 27 28 20 20 21 20 22 23 25 21 20 36 20 25 32 2372 22 31 25 20 21 26 20
leaf_count=30 20 32 39 23 20 24 36 27 28 20 20 21 20 22 23 25 21 20 36 20 25 32 2372 22 31 25 20 21 26 20
internal_value=0 -0.000241717 -0.000606823 1.0085e-05 0.00086028 0.000159499 -1.41968e-06 -0.000277436 -0.000631644 -0.0011418 9.34933e-06 2.37996e-06 -4.37552e-06 3.6258e-06 -3.06373e-06 5.44533e-06 -0.000540915 -1.68945e-06 -0.000343755 1.32925e-05 2.62563e-06 7.90372e-05 -7.76791e-06 0.00049607 1.52816e-06 0.00060978 -1.23239e-05 -0.00063467 -1.77126e-06 0.00066869
internal_weight=0 125 95 2996 40 63 2956 111 75 47 2845 2825 2804 2784 2761 2718 43 2693 113 2580 2560 90 2540 58 2515 56 2459 41 2418 46
internal_count=3121 125 95 2996 40 63 2956 111 75 47 2845 2825 2804 2784 2761 2718 43 2693 113 2580 2560 90 2540 58 2515 56 2459 41 2418 46
is_linear=0
shrinkage=0.1


Tree=1483
num_leaves=31
num_cat=0
split_feature=479 42 480 483 158 1447 0 0 13 1447 13 1447 158 1 158 158 402 484 39 160 52 2 1455 4 1455 475 51 12 1371 2
split_gain=0.000725902 0.00432144 0.00265094 0.000931496 0.00207135 0.000849739 0.00500353 0.0119201 0.00248676 0.00239079 0.00550344 0.00145177 0.00132517 0.00244389 0.00168166 0.00420805 0.00362346 0.00459919 0.00504615 0.00260345 0.00319747 0.0016466 0.00153799 0.00618757 0.00508718 0.00141073 0.00571218 0.00699749 0.00493739 0.00962002
threshold=0.10061500000000002 0.089905000000000013 -0.095389999999999989 -0.47356499999999996 0.13509500000000002 -0.085804999999999979 -0.087414999999999979 -0.084384999999999988 -0.086804999999999979 -0.084334999999999979 -0.085034999999999986 -0.083214999999999983 0.11399500000000001 0.090275000000000008 0.085030000000000008 0.082560000000000008 0.092300000000000007 0.090535000000000018 0.096625000000000016 0.10648000000000001 -0.013374999999999998 0.083995000000000014 -0.088559999999999986 -0.020529999999999996 -0.037084999999999993 -0.085774999999999976 -0.085734999999999992 0.089625000000000024 0.083235000000000017 0.087955000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 8 -8 -5 10 -7 -11 14 -14 15 22 17 18 19 20 21 -16 23 -13 -24 26 -26 -28 -27 -30
right_child=1 -3 3 4 -6 9 7 -9 -10 11 -12 12 13 -15 16 -17 -18 -19 -20 -21 -22 -23 24 -25 25 28 27 -29 29 -31
leaf_value=0.0011540463892742991 0.00077729200434294491 -0.0010372399532103114 -0.00064936098960143604 -0.00036583145930697879 0.00097048352895812552 0.001947222655871883 -0.0028881313151214276 0.00048503508098127153 0.00094453056954080239 -0.00077872774386378296 -0.00039871792308986186 -0.0017563255822650441 0.00010922629242906203 -0.0013611139720887877 0.00077227490000950647 -0.001275942460611427 -0.00088331825808500477 -0.00071842418443078971 0.0021148713914044492 -0.00052178903182642023 0.0014629863818161979 -0.00022715369437612348 0.0015276634906926617 0.00045729048849482625 0.00010539264209112343 -1.1323893215065283e-06 -0.0025752668385393921 3.8328106747940182e-05 0.0026843185944017025 -0.00031445242791011446
leaf_weight=20 21 35 22 28 22 20 20 22 30 24 20 23 26 20 32 26 23 28 21 23 33 34 22 28 98 2316 21 20 20 23
leaf_count=20 21 35 22 28 22 20 20 22 30 24 20 23 26 20 32 26 23 28 21 23 33 34 22 28 98 2316 21 20 20 23
internal_value=0 -0.00035679 6.51884e-06 -1.01829e-06 3.70005e-06 -3.38733e-06 -0.000289992 -0.00112123 0.000311942 6.49219e-06 0.000774252 -4.24196e-06 2.30991e-06 -0.000530052 1.10841e-05 -1.01315e-05 0.000295088 0.000453587 0.000683072 0.000436615 0.000659274 0.000257418 2.6694e-06 -0.000541007 1.36724e-05 3.38587e-07 -0.000309249 -0.00130034 1.85805e-05 0.00108032
internal_weight=0 56 3065 3045 3023 3001 100 42 58 2901 40 2861 2837 46 2791 2597 194 171 143 122 99 66 2571 51 2520 2498 139 41 2359 43
internal_count=3121 56 3065 3045 3023 3001 100 42 58 2901 40 2861 2837 46 2791 2597 194 171 143 122 99 66 2571 51 2520 2498 139 41 2359 43
is_linear=0
shrinkage=0.1


Tree=1484
num_leaves=31
num_cat=0
split_feature=132 42 0 43 400 3 1 1 1 4 1 147 39 12 12 43 0 12 2 129 129 129 403 15 1203 15 399 394 394 12
split_gain=0.00076659 0.00297885 0.00147394 0.00133462 0.00195079 0.00103728 0.00152608 0.00118955 0.00125548 0.00223993 0.00176073 0.00363542 0.00121095 0.00239912 0.00362097 0.0026223 0.00229211 0.0017931 0.00463375 0.00121123 0.00250721 0.00175566 0.00300557 0.00298603 0.00143819 0.00441178 0.0025101 0.00138458 0.00140982 0.00141833
threshold=-0.40070499999999992 -0.062154999999999995 -0.07929499999999999 0.40735000000000005 0.10782000000000001 0.63141500000000017 0.16175000000000003 0.15022500000000003 0.13968000000000003 0.50644500000000015 0.13707500000000003 0.10479500000000001 -0.046074999999999991 0.13043000000000002 0.11586 -0.064334999999999989 -0.019414999999999998 0.11149500000000002 0.10327000000000001 0.11266500000000002 0.10532000000000001 0.091700000000000018 -0.092059999999999989 -0.0072999999999999992 0.089165000000000008 0.086195000000000008 0.09141500000000001 -0.14580499999999996 -0.091729999999999992 0.097145000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 8 10 -10 11 12 -2 14 17 -16 -15 19 -19 20 21 24 -23 -24 26 -26 27 -14 -29 -30
right_child=3 2 -4 4 -6 -7 -8 -9 9 -11 -12 -13 13 16 15 -17 -18 18 -20 -21 -22 22 23 -25 25 -27 -28 28 29 -31
leaf_value=0.00056152914881038118 -0.00057580360869021233 -0.00025967972673242914 -0.0014737398477154785 0.0011365889925509692 -0.00018844306658138521 -0.00071873298613354562 0.00083364085294306283 -0.00071868158563080696 -6.4455568917765049e-05 0.0012293210220219487 -0.00071068524524369944 0.0012284929570644939 0.00070899675259939756 0.0015259376820176841 -8.5069008160975173e-05 -0.001582023350056261 1.1966677921009251e-05 -0.00043681094677941435 0.0016177504847291859 0.00076883171805093304 -0.0009370230088122833 -0.0005628933941590644 -5.179684730651586e-05 0.0014149764981786057 -0.00047792955146481596 0.0011350856439467187 -0.0008580109942057688 -0.00077172154907020744 9.2868717852285325e-06 -0.00024473707915603885
leaf_weight=23 37 20 20 25 20 20 22 23 32 23 35 24 26 20 22 25 20 21 23 20 29 21 23 35 30 39 36 25 2137 245
leaf_count=23 37 20 20 25 20 20 22 23 32 23 35 24 26 20 22 25 20 21 23 20 29 21 23 35 30 39 36 25 2137 245
internal_value=0 -0.000345289 -0.00086671 7.11354e-06 0.000547686 -9.60057e-07 3.83629e-06 -2.30834e-06 3.28073e-06 0.000476578 -5.71732e-06 2.91594e-06 -7.46297e-06 5.52977e-08 -1.11003e-05 -0.000881321 0.000768952 3.99213e-06 0.000637164 -6.45782e-06 -1.23179e-05 -2.07089e-06 0.000462178 0.000833325 -1.65215e-05 0.000433775 -2.91057e-05 -1.68408e-05 -2.46812e-05 -1.68407e-05
internal_weight=0 63 40 3058 45 3013 2993 2971 2948 55 2893 2858 2834 2797 2757 47 40 2710 44 2666 2646 2617 79 58 2538 69 2469 2433 2407 2382
internal_count=3121 63 40 3058 45 3013 2993 2971 2948 55 2893 2858 2834 2797 2757 47 40 2710 44 2666 2646 2617 79 58 2538 69 2469 2433 2407 2382
is_linear=0
shrinkage=0.1


Tree=1485
num_leaves=31
num_cat=0
split_feature=130 121 33 9 1 1 1 16 475 0 3 4 3 13 1 1 1 3 11 1446 51 457 1 1 475 156 3 2 42 457
split_gain=0.000762686 0.00212293 0.00131358 0.00103756 0.00510721 0.000900492 0.00454109 0.00732384 0.00394117 0.00398655 0.00297245 0.00752352 0.00491184 0.00336948 0.00304803 0.0033723 0.00489285 0.00550907 0.00359568 0.00327709 0.00294659 0.00364501 0.00380782 0.00364686 0.00288375 0.00310269 0.00315353 0.00347354 0.00280588 0.00348879
threshold=-0.23647499999999996 -0.088279999999999983 -0.012019999999999998 0.091600000000000015 0.12408500000000001 0.107145 0.10557500000000002 -1.0000000180025095e-35 0.036560000000000002 -0.064339999999999994 0.10542000000000001 -0.059649999999999988 0.097915000000000016 -0.15714499999999998 0.10389500000000002 0.10254500000000001 0.099990000000000009 0.095270000000000007 0.085875000000000021 -0.088809999999999986 -0.20636999999999997 0.045365000000000009 0.14699000000000004 0.11634000000000001 -0.073459999999999984 0.083840000000000012 -0.073884999999999992 0.12043500000000001 0.089015000000000025 -0.083804999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 10 -8 9 20 12 -12 13 -4 15 16 17 18 19 -15 -7 22 28 -23 -11 26 27 -26 29 -22
right_child=1 2 3 4 -6 8 7 -9 -10 24 11 -13 -14 14 -16 -17 -18 -19 -20 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00061554814688861374 0.00092175272898748514 -0.00069792520371265716 -0.0011428719085345689 0.0016496201194232049 -0.0003701547115680672 0.0012439304297523839 0.00014028359206956037 -0.0024507620299118573 0.0014550236985087395 -0.0014522339351242409 0.00034787963445791431 -0.0018061259115535406 0.0012365805079753045 -0.0012568302103318275 0.0010785458354243579 -0.00093223599221509623 0.0011461183914876971 -0.0016655918187461795 -0.0010675396157180772 2.9255855896391352e-05 -0.00052665894485967742 -0.0016728185606189072 -0.00092486468568930163 0.00023685584623308389 -0.0020226105593610555 0.0009866266680182889 -3.3150619643180624e-05 -0.00022066678173597094 -8.3780234748892811e-05 0.00082358039030963615
leaf_weight=20 25 27 26 21 31 28 24 20 21 20 34 31 32 20 26 39 37 20 31 2118 22 20 23 20 20 20 99 23 76 147
leaf_count=20 25 27 26 21 31 28 24 20 21 20 34 31 32 20 26 39 37 20 31 2118 22 20 23 20 20 20 99 23 76 147
internal_value=0 3.97e-06 -3.48922e-06 2.66026e-06 0.000445524 -5.02372e-06 -3.06922e-05 -0.00103746 0.000112032 5.75865e-05 -1.23418e-05 -0.000679415 6.11708e-06 -1.08768e-05 1.96993e-06 -1.03881e-05 5.76285e-06 -1.35122e-05 1.72133e-06 1.72251e-05 0.00026176 0.000172472 0.000305376 -0.000717981 -0.000319349 -0.000179487 -0.000343729 -0.00105878 0.000420867 0.00064781
internal_weight=0 3101 3076 3049 52 2997 2458 44 539 518 2414 65 2349 2317 2291 2265 2226 2189 2169 2138 336 308 268 40 182 162 142 43 245 169
internal_count=3121 3101 3076 3049 52 2997 2458 44 539 518 2414 65 2349 2317 2291 2265 2226 2189 2169 2138 336 308 268 40 182 162 142 43 245 169
is_linear=0
shrinkage=0.1


Tree=1486
num_leaves=31
num_cat=0
split_feature=33 1210 1210 15 132 1204 15 132 1210 1208 3 52 131 481 15 3 42 15 403 484 481 52 15 1212 52 4 15 16 403 4
split_gain=0.000753973 0.000725416 0.00125447 0.000898837 0.00484711 0.00770873 0.00345433 0.00261764 0.003724 0.00282324 0.00201953 0.0022111 0.00485932 0.00452561 0.00477443 0.0022689 0.00428312 0.00176224 0.00198218 0.00743195 0.0117938 0.00568601 0.0041479 0.00767106 0.00963726 0.00830408 0.00656586 0.00326852 0.00294048 0.00417554
threshold=-0.044254999999999996 -0.42132499999999995 -0.14310999999999999 0.09116500000000001 -0.083284999999999984 -1.0000000180025095e-35 0.091915000000000011 0.090440000000000006 -0.0049999999999999984 0.089655000000000012 -0.11255999999999998 0.5140450000000002 0.08956500000000002 -0.073474999999999985 0.10772500000000002 -0.078584999999999988 0.090395000000000017 0.090455000000000021 -0.011089999999999997 -0.081614999999999979 -0.081539999999999987 0.10611000000000001 0.084510000000000016 -0.121045 0.08709500000000002 -0.082349999999999993 0.082685000000000022 -0.089669999999999986 -0.084339999999999984 -0.086394999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 17 -5 -6 -7 8 -8 10 -10 12 13 14 -12 16 -15 18 19 -4 -21 28 26 -24 27 -26 -20 -25 -22 -30
right_child=1 2 3 4 5 6 7 -9 9 -11 11 -13 -14 15 -16 -17 -18 -19 22 20 21 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=0.00058335153072138466 0.00053235241398215296 -0.00064142359131496521 -0.0019493486688905094 0.0012911480773861209 -0.0018836765392370579 0.0010767295214879726 0.0013791620519689541 -0.00081220099585180196 0.00092055693468345065 -0.0011156043841037901 3.2863310347734531e-05 0.0010021315051496706 -0.0012664953377178132 2.6357894072134516e-05 0.0021676734811626372 0.0001468271742326414 -0.0015366406835339687 -0.00076383251034712891 9.9184942225660895e-06 0.0022083846627668079 5.3031744755571708e-05 -0.0015006620920757997 -0.00091947023324938793 0.000984455376986743 0.00059433502610772848 0.0032272240328602496 -0.0014135896774171146 -0.00025852300750557334 0.00048415599389954882 -0.00082667434207995953
leaf_weight=22 25 31 23 33 20 35 22 33 28 20 22 22 29 50 20 149 27 32 1788 21 302 32 31 34 23 25 33 56 32 101
leaf_count=22 25 31 23 33 20 35 22 33 28 20 22 22 29 50 20 149 27 32 1788 21 302 32 31 34 23 25 33 56 32 101
internal_value=0 -4.14125e-06 -8.5044e-06 -2.05666e-06 0.000119065 3.79775e-05 0.000122076 4.28988e-05 0.000115439 3.96849e-05 0.000106272 3.47989e-05 -3.68554e-05 9.62026e-05 0.00104944 -8.09476e-05 -0.000521707 -2.64436e-05 -1.70088e-05 -0.000192692 -0.000109899 -0.000214147 2.81039e-05 0.000502017 0.000821337 0.00196563 -1.58782e-05 0.000211047 -0.000119507 -0.000511287
internal_weight=0 3099 3074 3043 510 477 457 422 389 367 347 319 297 268 42 226 77 2533 2501 511 488 467 1990 169 138 48 1821 90 435 133
internal_count=3121 3099 3074 3043 510 477 457 422 389 367 347 319 297 268 42 226 77 2533 2501 511 488 467 1990 169 138 48 1821 90 435 133
is_linear=0
shrinkage=0.1


Tree=1487
num_leaves=31
num_cat=0
split_feature=1208 1210 1209 0 1210 1209 1209 1212 0 16 1210 43 1210 43 132 393 1212 1213 43 34 1 1 1 12 12 49 160 2 403 12
split_gain=0.000732603 0.00539083 0.00322183 0.000912478 0.000803622 0.000799039 0.00204306 0.00120319 0.00370325 0.00412333 0.00162895 0.00404709 0.00156467 0.00143113 0.00985656 0.0151197 0.00616291 0.00475876 0.00461838 0.00320917 0.00320852 0.0265992 0.0150991 0.00410829 0.00899655 0.00514197 0.00429333 0.0061652 0.00432177 0.00490781
threshold=0.10233500000000001 -0.00046999999999999993 -0.097919999999999993 -0.071924999999999989 0.014175000000000002 -0.084519999999999984 -0.067109999999999989 -0.08867499999999999 -0.084044999999999995 -0.088394999999999987 -0.087109999999999979 -0.0090299999999999981 -0.081369999999999984 -0.011694999999999999 -0.083284999999999984 0.11146500000000002 -0.022679999999999995 -0.082254999999999981 -0.010344999999999998 -0.057544999999999992 0.092235000000000025 0.090475000000000014 0.093890000000000015 0.099815000000000015 0.10866500000000003 0.09567500000000001 0.010565000000000001 0.087195000000000009 -0.015394999999999997 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -4 -7 8 9 -8 11 -9 -12 14 -14 17 -15 -16 -18 -20 21 23 -22 26 -25 -26 28 -28 -21 -30
right_child=1 3 4 -5 -6 6 7 10 -10 -11 12 -13 13 16 15 -17 18 -19 19 20 22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.0012719049799488858 0.001640577552219232 0.00013961818738607689 -0.00045986994802277835 -0.00081561879633227372 0.00046467945369816315 0.00086752321491345621 0.00022066309660052262 0.00012767295622986488 -0.00032924976243224109 0.0019328263212545693 0.00087292865064227956 -0.001648158562325296 0.0018147406680415566 -0.0016819501729817905 0.0011700206267886569 -0.0027178443962475284 -0.0013818564206863253 2.1457041213055722e-05 0.0011619963794311679 -0.00025769517936913132 0.0025256744814105333 -0.0032786203427585189 6.1972742488641029e-06 -0.0021461039203508146 0.00082734882175414411 -0.0010963606133979435 -0.0021707548858830705 -0.00012050043029541318 0.00026540083457196796 0.0018199828336946666
leaf_weight=20 21 20 38 20 37 27 39 33 49 22 20 21 31 24 37 20 26 1440 22 165 25 27 490 29 33 24 20 55 264 22
leaf_count=20 21 20 38 20 37 27 39 33 49 22 20 21 31 24 37 20 26 1440 22 165 25 27 490 29 33 24 20 55 264 22
internal_value=0 0.000343149 -6.84055e-06 -0.000338 1.48224e-06 -4.22481e-06 1.61482e-06 -6.34281e-06 0.000318135 0.000838165 -1.89639e-05 -0.000562928 -8.37486e-06 -1.4775e-05 4.97964e-05 1.32478e-05 -9.52524e-05 5.02295e-05 -6.35712e-05 -3.44255e-05 -5.72342e-05 -0.000206928 0.000128502 -7.14118e-05 -0.000712176 1.73659e-05 3.33519e-05 -0.000667235 0.000149858 0.000384984
internal_weight=0 61 3060 40 3040 3003 2965 2938 110 61 2828 54 2774 2754 1528 1497 1226 1477 1202 1176 1154 639 515 612 86 57 526 75 451 286
internal_count=3121 61 3060 40 3040 3003 2965 2938 110 61 2828 54 2774 2754 1528 1497 1226 1477 1202 1176 1154 639 515 612 86 57 526 75 451 286
is_linear=0
shrinkage=0.1


Tree=1488
num_leaves=31
num_cat=0
split_feature=132 1203 1213 132 398 133 132 52 0 1203 1200 3 129 2 1213 16 2 1212 403 2 403 403 1213 1213 3 1209 42 403 41 41
split_gain=0.000762328 0.00283312 0.00242253 0.0026893 0.00259954 0.00324394 0.00505165 0.00248252 0.00424847 0.00169265 0.00169165 0.00141603 0.000907285 0.00471028 0.00093155 0.00244484 0.00280736 0.00178864 0.00130787 0.00447219 0.00366467 0.00182513 0.00169208 0.00303278 0.00254232 0.00146721 0.00414428 0.00200102 0.00107794 0.00341471
threshold=-0.083174999999999985 0.089005000000000015 0.087020000000000014 -0.088184999999999986 0.10586000000000002 -0.37971999999999995 -0.43026499999999995 0.087435000000000013 -0.08841499999999998 0.088155000000000011 0.090100000000000013 -0.087319999999999995 -0.075474999999999987 0.085155000000000022 0.12389500000000002 -0.082779999999999979 0.085855000000000015 0.11534000000000001 -0.5492149999999999 0.083935000000000023 -0.53762499999999991 -0.52917499999999984 0.084510000000000016 0.060985000000000004 -0.081459999999999991 -0.067109999999999989 0.087405000000000024 -0.44023999999999991 0.085095000000000018 0.090905000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -7 12 11 -11 13 -2 17 -16 -17 18 19 -14 -20 -22 23 25 -24 26 -23 -27 -29 -30
right_child=9 -3 -4 -5 -6 7 -8 -9 -10 10 -12 -13 14 -15 15 16 -18 -19 20 -21 21 22 24 -25 -26 27 -28 28 29 -31
leaf_value=0.00028149796694162347 0.0015908597377710977 -0.0011386413942091167 0.000918202165959646 -0.0010526162279159603 0.0010034234781580215 -0.00017305909940559003 -0.0018422734598667985 -0.00052817746098818524 0.0017234083328817396 0.00026754146826494 -0.00020922778791788478 0.0013547765351831914 -0.00048367668738743917 -0.00046808356977999207 -0.00033407136762627601 0.0016889358134358193 0.00013770768003139113 -0.00069688030236743793 -0.0011335051826508475 0.0014093327550933911 0.00084720598184503623 -0.00040836429470800798 -0.0014171128696554142 0.0011420337096079375 0.00015825736103579403 -0.00091246898658573633 0.0014313353067263962 -2.4199909172660324e-05 0.0013669792458961679 -0.00015535789155742019
leaf_weight=21 20 27 23 29 22 27 24 28 21 23 23 25 24 25 33 20 28 38 29 26 25 24 21 23 20 25 25 2358 23 41
leaf_count=21 20 27 23 29 22 27 24 28 21 23 23 25 24 25 33 20 28 38 29 26 25 24 21 23 20 25 25 2358 23 41
internal_value=0 -0.000178596 -4.56667e-05 -0.000174556 3.51204e-06 -0.00017829 -0.00085118 0.000220132 0.000656645 1.36765e-05 0.000495924 0.00083381 1.56919e-06 0.000447002 -5.63329e-06 0.000328521 0.000784053 -1.56505e-05 -5.93324e-06 0.000500688 -1.56238e-05 -3.08275e-06 -1.13864e-05 -1.01423e-06 -0.00064864 -1.15471e-05 0.000530258 -2.23965e-05 -1.32091e-05 0.000391732
internal_weight=0 222 195 172 143 121 45 76 48 2899 71 48 2828 45 2783 81 48 2702 2664 50 2614 2585 2560 2519 41 2496 49 2447 2422 64
internal_count=3121 222 195 172 143 121 45 76 48 2899 71 48 2828 45 2783 81 48 2702 2664 50 2614 2585 2560 2519 41 2496 49 2447 2422 64
is_linear=0
shrinkage=0.1


Tree=1489
num_leaves=31
num_cat=0
split_feature=1208 2 1208 15 132 400 15 15 43 132 43 42 479 160 2 403 484 1456 13 0 1211 133 160 131 40 120 12 46 130 52
split_gain=0.000770449 0.00522744 0.00297106 0.000757601 0.00467453 0.00648287 0.0026632 0.00238686 0.00530326 0.00269095 0.00236245 0.00535171 0.00292699 0.00351348 0.00341641 0.0058483 0.00264848 0.00382571 0.00266028 0.00677922 0.00206328 0.00184681 0.00172228 0.00154481 0.00146457 0.00375609 0.00149991 0.0024631 0.00179422 0.00406127
threshold=0.10233500000000001 0.089775000000000008 0.089655000000000012 0.09116500000000001 -0.083284999999999984 -0.059294999999999994 0.090455000000000021 0.092715000000000006 -0.0082299999999999995 0.090440000000000006 0.055925000000000009 0.11275500000000001 0.10713500000000002 -0.53908999999999996 0.09142500000000002 -0.037174999999999993 0.085845000000000019 -0.0077899999999999992 -0.069964999999999986 -0.079984999999999987 0.11088500000000003 -0.54084999999999994 0.069910000000000014 0.13702500000000004 -0.24290999999999999 0.093680000000000013 0.12757000000000002 -0.043074999999999995 0.09364500000000002 0.089325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 20 8 -7 10 12 -12 13 -9 16 -16 17 -15 19 -19 21 -1 -17 24 -23 26 27 -26 -29 -30
right_child=1 -3 -4 4 5 7 -8 9 -10 -11 11 -13 -14 14 15 22 -18 18 -20 -21 -22 23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.00087240779060569675 0.0013907134826122612 -0.00047303778632982259 -0.0011923768801525945 0.0013034901186925239 -0.0016816184982114163 0.0016913949154383904 -0.001008627192048287 -0.0013267307224768129 -0.00031243203242775055 -0.00089586984149405162 0.0015537219799377701 -0.00018698901541555597 0.0010593899976178681 0.0018643395538674669 -0.0018370863867940815 0.00015799734945514586 -0.00060129727270188081 0.0011010328138945625 0.0010617397928231018 -0.0014714767657486457 -0.00086380136199295523 -0.00084773423759976316 -0.00080006470737619881 0.00086623986251652238 0.00099630112526938319 0.0013557455479167402 -0.00073518198392964133 -1.8623259699731356e-06 2.3768158280290664e-06 -0.0012531765323058753
leaf_weight=24 27 34 21 31 21 28 27 22 25 29 33 38 23 20 22 86 21 20 27 21 28 21 24 20 24 20 29 2237 80 38
leaf_count=24 27 34 21 31 21 28 27 22 25 29 33 38 23 20 22 86 21 20 27 21 28 21 24 20 24 20 29 2237 80 38
internal_value=0 0.000351901 -7.01503e-06 1.17602e-06 0.000114916 3.48167e-05 -2.07417e-05 0.000116924 0.000746194 3.05218e-05 0.000105775 0.000622074 -2.23973e-05 -0.000117002 -6.5706e-06 -0.00034871 0.000407763 0.000648561 0.00029098 -0.000216594 -1.01614e-05 -5.73831e-07 -5.10344e-05 -9.05968e-06 -1.62079e-05 -9.01595e-06 -2.03512e-05 -1.16374e-05 -2.19094e-05 -0.000401954
internal_weight=0 61 3060 3039 491 460 2548 439 53 386 357 71 286 263 241 132 109 88 68 41 2521 2493 110 2469 2449 2428 2408 2379 2355 118
internal_count=3121 61 3060 3039 491 460 2548 439 53 386 357 71 286 263 241 132 109 88 68 41 2521 2493 110 2469 2449 2428 2408 2379 2355 118
is_linear=0
shrinkage=0.1


Tree=1490
num_leaves=31
num_cat=0
split_feature=1203 132 0 1185 1204 133 1204 400 130 49 15 132 128 393 16 1211 1212 1211 401 133 1213 1211 1211 402 1213 1209 1212 0 1212 133
split_gain=0.00086002 0.00992288 0.00867502 0.00109621 0.000912735 0.000897286 0.00118203 0.00137086 0.00114568 0.00519122 0.00313766 0.00156236 0.00197782 0.00121784 0.00369308 0.00106623 0.00266019 0.00382992 0.00138052 0.00291461 0.00279507 0.00160895 0.00157957 0.00171148 0.00180996 0.00176744 0.0014283 0.00306254 0.0022443 0.00476482
threshold=0.089165000000000008 -0.083284999999999984 -0.082084999999999977 -0.091084999999999985 0.0025700000000000007 -0.54084999999999994 -0.098194999999999991 0.10361500000000003 0.10923000000000001 0.099465000000000012 0.088345000000000021 -0.41127499999999995 0.11738000000000001 0.098330000000000015 -0.085589999999999986 0.11817500000000002 0.11796000000000001 0.10406000000000001 -0.06959499999999999 0.51114000000000004 -0.060974999999999994 0.089850000000000013 0.085535000000000014 0.2506000000000001 0.11395000000000001 -0.093169999999999989 0.091685000000000016 -0.081459999999999991 0.087615000000000012 -0.007154999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 -7 8 11 10 -10 -8 13 15 -15 16 17 18 20 21 -13 22 23 24 25 -20 28 -28 -27 -30
right_child=1 2 -4 4 -6 6 7 -9 9 -11 -12 12 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.00071189829336204145 0.0020792153018587473 -0.0019398485240261919 0.00058065137386115065 0.00063733947992494159 -0.00067674941848963502 -0.00075124908152723782 0.0007360011073740617 0.00082676095247734337 -0.0017774885944769874 0.00095104009262286142 -0.00017673218995332718 -0.00029671263648197056 -0.00096860824242390835 0.001368933043704601 -0.00044694013694035153 0.00052315560123564577 -0.00093129996751104634 0.0013790380291175098 0.00094285008904989817 -0.0011923810932785274 0.0013366947323613038 -0.00084227953035303442 0.00088307271042140198 -0.0008495885190010692 -0.00092571401951967603 3.1082546322329024e-06 0.0013742070903232241 -0.00020991365107385297 -0.0013300719501179023 0.00056532258445042235
leaf_weight=22 23 22 36 22 20 21 29 20 24 20 25 20 21 24 21 38 31 20 20 21 22 23 20 24 21 2405 23 26 36 21
leaf_count=22 23 22 36 22 20 21 29 20 24 20 25 20 21 24 21 38 31 20 20 21 22 23 20 24 21 2405 23 26 36 21
internal_value=0 0.000321589 -0.0003754 -8.56867e-06 -3.44168e-06 1.05003e-06 -3.65372e-06 1.65914e-06 -3.96336e-06 -0.000406627 -0.000960776 5.7309e-06 -1.73397e-06 5.47639e-06 0.000521526 -2.90406e-06 -1.02185e-05 3.4909e-07 -9.93196e-06 -1.89813e-05 0.000558882 -9.57256e-06 -2.19496e-06 -9.06816e-06 -1.16358e-06 6.50753e-06 -9.504e-07 0.000533653 -1.15904e-05 -0.000631769
internal_weight=0 81 58 3040 3018 2998 2976 2955 2935 69 49 2866 2837 2816 45 2771 2733 2702 2682 2640 42 2619 2596 2576 2552 2531 2511 49 2462 57
internal_count=3121 81 58 3040 3018 2998 2976 2955 2935 69 49 2866 2837 2816 45 2771 2733 2702 2682 2640 42 2619 2596 2576 2552 2531 2511 49 2462 57
is_linear=0
shrinkage=0.1


Tree=1491
num_leaves=31
num_cat=0
split_feature=132 1203 132 1203 1203 16 3 4 132 52 403 1213 16 52 1213 1447 1447 1447 42 160 4 483 483 158 390 129 394 12 128 158
split_gain=0.00103717 0.0041268 0.00308846 0.00287874 0.00329401 0.00194273 0.00270948 0.00585806 0.00244142 0.00180173 0.00131379 0.000925364 0.00200155 0.00235441 0.00177114 0.0011241 0.00751693 0.00482912 0.00255273 0.00294369 0.00147193 0.000988754 0.00171073 0.00168627 0.0011944 0.00120258 0.00388053 0.00305893 0.00363245 0.00189387
threshold=-0.083449999999999983 0.089005000000000015 -0.085099999999999981 0.089480000000000018 0.10250500000000001 -0.071854999999999988 -0.073309999999999986 -0.070499999999999993 -0.41127499999999995 0.086450000000000013 -0.087449999999999986 0.12389500000000002 -0.082779999999999979 0.084960000000000022 0.104315 -0.085804999999999979 -0.086424999999999988 -0.084334999999999979 0.087665000000000007 -0.090764999999999985 -0.015624999999999998 0.13726000000000002 0.12267000000000002 -0.47356499999999996 0.087590000000000015 0.10061000000000002 -0.096774999999999986 0.095330000000000012 0.10455500000000002 -0.24147999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 11 -5 6 7 10 -7 -8 -1 14 -13 -14 15 16 18 -17 19 -2 -21 22 23 -19 25 26 -25 28 -27 -28
right_child=3 -3 -4 4 -6 8 9 -9 -10 -11 -12 12 13 -15 -16 17 -18 21 -20 20 -22 -23 -24 24 -26 27 29 -29 -30 -31
leaf_value=-0.00064642687128590689 -0.0010814034738577903 -0.0014477118204619425 0.0010876105965248175 0.0017134823894593865 0.00014541050217844345 0.0010683800057133498 -0.00046301974914968018 -0.00217484754843595 -0.00023697998717819391 0.00087926590400456929 0.00041475446778349578 -0.00026485481437041677 0.0013387462866473602 -8.1838666228577499e-05 -0.00094588364001538152 0.0011960681551820875 -0.001970030041411519 0.0008713234215974808 0.0010261149778009648 -0.00031000834980817599 0.00080949044495355344 0.00069691896263975647 -0.00078631393771502192 -0.0013223861818044934 0.00053412565961480135 0.0018594327848404646 -0.00068275839841503306 -0.00035879109720034262 0.00011959361160864188 -5.2442928348597638e-06
leaf_weight=28 25 24 21 21 37 23 20 22 38 20 20 33 28 20 20 34 22 22 22 23 24 20 28 23 40 21 42 35 28 2337
leaf_count=28 25 24 21 21 37 23 20 22 38 20 20 33 28 20 20 34 22 22 22 23 24 20 28 23 40 21 42 35 28 2337
internal_value=0 -0.000211409 -5.68712e-05 1.57192e-05 0.000713161 -0.000197422 -0.000448424 -0.000823593 0.000255205 0.000208123 -0.000204268 1.51072e-06 0.000334666 0.000746836 -8.24544e-06 -1.41632e-06 -0.000306066 1.20207e-05 8.33726e-05 -0.000204688 0.000261651 -3.48686e-06 -8.9248e-06 -3.82058e-07 -7.97411e-06 -1.66966e-05 -2.9703e-05 0.000355226 0.000865239 -1.72054e-05
internal_weight=0 216 192 2905 58 171 110 70 61 40 48 2847 81 48 2766 2746 116 2630 94 72 47 2596 2576 2548 2526 2486 2402 84 49 2379
internal_count=3121 216 192 2905 58 171 110 70 61 40 48 2847 81 48 2766 2746 116 2630 94 72 47 2596 2576 2548 2526 2486 2402 84 49 2379
is_linear=0
shrinkage=0.1


Tree=1492
num_leaves=31
num_cat=0
split_feature=132 132 120 40 12 133 149 42 33 9 8 52 2 51 1 130 50 475 2 12 1 52 2 16 52 133 12 12 1452 51
split_gain=0.000874217 0.00181916 0.00185074 0.00196881 0.00206722 0.00379295 0.0018219 0.00299987 0.00126928 0.00120761 0.00642318 0.00116148 0.00328067 0.00377703 0.00712895 0.00417233 0.00515562 0.00356315 0.00459844 0.00440885 0.00376935 0.00449411 0.00538695 0.00310351 0.00218806 0.00180725 0.00270285 0.00223573 0.00147212 0.00147118
threshold=-0.44750499999999993 -0.41127499999999995 0.09852000000000001 -0.24134999999999998 0.12757000000000002 0.14779000000000003 0.089830000000000007 0.086835000000000009 -0.012019999999999998 0.091600000000000015 0.097795000000000007 -0.21968999999999997 0.12043500000000001 0.012085000000000002 0.10337500000000001 0.089785000000000018 -0.096124999999999988 0.027870000000000002 0.11237500000000002 0.08815000000000002 0.10205500000000002 -0.55692499999999978 0.091185000000000002 0.41553500000000004 -0.160465 0.0068000000000000014 0.093105000000000007 0.096830000000000013 -1.0000000180025095e-35 -0.21316999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 8 -8 -5 11 -11 12 13 15 -15 16 -10 18 19 20 21 -18 -23 -14 -13 26 -21 -28 -26 -30
right_child=1 2 -4 4 5 -7 7 -9 9 10 -12 24 23 14 -16 -17 17 -19 -20 25 -22 22 -24 -25 28 -27 27 -29 29 -31
leaf_value=-0.0004899356816167711 0.0009332790494053847 0.00092767024989766269 -0.0009145351423119957 -0.00068355799605207589 -0.0014322354568759221 0.00038470388273708522 0.0014489430109160427 -8.0348578169299611e-05 0.0014051578122841117 0.0018550069152843207 -0.00054933494026772681 -0.00094074989554848373 9.3428769057778561e-05 0.0017114532957373954 -0.00056808488089186342 -0.0014567743831624589 0.00029763414999111915 -0.0011713680930809242 -0.0013926888488987018 -0.00049645738629624245 0.00084121691528707746 -0.00023067125817760825 -0.0025516522134421396 0.0017030125027522446 0.00077774563915622625 0.0012940151385139741 0.0015313908648253844 0.00018427682973976649 -0.0004745407620363731 -1.2481735616851124e-05
leaf_weight=36 21 23 22 27 27 20 23 29 24 20 25 26 23 34 23 21 26 29 21 25 20 20 20 25 23 28 22 28 71 2339
leaf_count=36 21 23 22 27 27 20 23 29 24 20 25 26 23 34 23 21 26 29 21 25 20 20 20 25 23 28 22 28 71 2339
internal_value=0 5.71724e-06 -6.40066e-07 5.9693e-06 -1.0526e-06 -0.00065907 9.35346e-06 0.000596069 -1.0949e-06 5.27444e-06 0.000519261 -2.84684e-06 0.000157714 4.87582e-05 0.00079164 -0.000100341 7.96708e-06 -0.000132337 1.11487e-05 0.000167131 -0.000361438 -0.000725879 -0.00139116 0.000931754 -2.82467e-05 0.00060846 0.000352519 0.000777007 -1.84953e-05 -2.60943e-05
internal_weight=0 3085 3064 3042 3019 47 2972 52 2920 2893 45 2848 389 341 57 284 263 239 210 189 86 66 40 48 2459 103 75 50 2433 2410
internal_count=3121 3085 3064 3042 3019 47 2972 52 2920 2893 45 2848 389 341 57 284 263 239 210 189 86 66 40 48 2459 103 75 50 2433 2410
is_linear=0
shrinkage=0.1


Tree=1493
num_leaves=31
num_cat=0
split_feature=132 1203 132 1203 15 13 42 16 15 42 1429 1426 1428 157 471 471 1419 474 50 3 51 4 2 1204 0 43 1 10 10 2
split_gain=0.000828048 0.00334321 0.00245801 0.00231058 0.0027839 0.00200391 0.00259322 0.00342095 0.0033181 0.00305491 0.000932756 0.00253064 0.00100728 0.0033352 0.00132533 0.00131776 0.00142095 0.00197383 0.0017344 0.00152685 0.00602915 0.00353665 0.00419876 0.00193183 0.00154902 0.00585786 0.00315383 0.00182896 0.00322227 0.00181328
threshold=-0.083449999999999983 0.089005000000000015 -0.085099999999999981 0.089480000000000018 0.088990000000000014 -0.051094999999999995 -0.062154999999999995 -0.082039999999999988 0.084370000000000014 -0.018024999999999996 -0.23752499999999996 -0.089244999999999977 -0.071779999999999997 0.63334000000000013 0.10338500000000002 0.09074500000000002 0.091465000000000005 0.11134000000000001 0.14026500000000003 -0.16726499999999997 0.012085000000000002 -0.35136499999999998 0.10045500000000002 -0.082274999999999987 0.10455500000000001 -0.014584999999999999 0.16540500000000002 -0.094984999999999986 -0.39453499999999991 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 -5 -1 7 -7 9 -8 -2 -12 -13 14 15 16 17 18 19 20 21 -14 -23 -21 26 29 27 28 -25 -26
right_child=3 -3 -4 4 -6 6 8 -9 -10 -11 11 12 13 -15 -16 -17 -18 -19 -20 23 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00058231641456147601 -0.00067919980356236922 -0.0013016543564541886 0.00097120485734194519 9.7291025021048778e-05 0.0015251258343183013 -0.00057916216301788211 -0.0011219612883657895 0.00087194024490599986 -0.0016158351937688336 0.00045272352622954972 0.0010744654536458918 -0.00066130711474334414 -0.00089633179295267303 0.0011769453883365109 -0.00079840744646000016 0.00059179575387010913 -0.00080945525709962994 0.00077818450754421067 -0.0007947940903250128 -0.00074629376281841865 0.001690452422749681 -0.00051229074703190822 0.0014003025445466241 0.00019293789930088681 -0.00043221386615186928 -0.0015944310327215914 0.0012556502304505559 8.8186377324527118e-06 -0.0012608616875724929 0.00086971512975414175
leaf_weight=29 20 24 21 36 22 33 22 32 27 28 22 23 31 24 21 37 22 32 28 36 26 22 24 30 20 28 20 2327 31 23
leaf_count=29 20 24 21 36 22 33 22 32 27 28 22 23 31 24 21 37 22 32 28 36 26 22 24 30 20 28 20 2327 31 23
internal_value=0 -0.000188898 -4.98033e-05 1.40454e-05 0.000638884 -0.00017519 -0.000329892 0.000135227 -0.000722525 -0.000240138 1.31601e-06 6.13041e-06 -2.24869e-06 3.20004e-06 -7.01385e-06 -9.41774e-07 -9.06447e-06 -2.48919e-06 -1.19304e-05 -3.55758e-06 0.000373809 -7.07717e-05 0.000485584 -1.90124e-05 -8.45079e-06 -0.000468801 5.12267e-06 -5.35076e-06 -0.000545878 0.000264167
internal_weight=0 216 192 2905 58 171 142 65 77 50 2847 2827 2805 2782 2758 2737 2700 2678 2646 2618 103 77 46 2515 2479 71 2408 2388 61 43
internal_count=3121 216 192 2905 58 171 142 65 77 50 2847 2827 2805 2782 2758 2737 2700 2678 2646 2618 103 77 46 2515 2479 71 2408 2388 61 43
is_linear=0
shrinkage=0.1


Tree=1494
num_leaves=31
num_cat=0
split_feature=45 33 9 1 39 39 128 124 33 2 9 133 123 4 45 12 12 16 15 49 15 0 52 52 3 148 51 15 12 52
split_gain=0.000795051 0.000776282 0.000818908 0.00238086 0.00102678 0.00168109 0.00201945 0.00230345 0.00127034 0.00291684 0.00251291 0.00482124 0.00187265 0.00158765 0.00115763 0.00119727 0.00923155 0.0124156 0.00331938 0.00420277 0.00756663 0.00600736 0.00854039 0.0079776 0.00516786 0.00340994 0.0030344 0.00282225 0.00277713 0.00274562
threshold=-1.0000000180025095e-35 -0.018454999999999996 0.08925000000000001 0.13332000000000002 -0.082829999999999987 -0.020804999999999994 0.11976500000000002 -0.14965999999999999 0.085305000000000006 -0.033169999999999991 -0.036024999999999995 0.086910000000000015 0.083855000000000013 0.62736500000000006 0.094030000000000016 0.079890000000000017 0.082850000000000021 -0.07550999999999998 -0.10469999999999999 -0.008964999999999999 -0.084564999999999987 -0.14116499999999996 0.10611000000000001 -1.0000000180025095e-35 -0.10023499999999998 -0.079549999999999996 -0.18912999999999996 -0.12563999999999997 0.083370000000000014 -0.068719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 7 -7 9 12 11 -11 -9 14 15 18 17 -17 27 25 -21 23 24 -22 -23 -20 -26 29 -18 -12
right_child=1 2 3 -5 5 6 -8 8 -10 10 13 -13 -14 -15 -16 16 28 -19 19 20 21 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00058577021421945608 0.00055933275664574471 0.00068753999763761058 -0.0009437518056074623 0.00037383716082028213 -0.00069729383411707693 -0.00104282053985766 0.00075429989762293805 0.0015447490359656512 -0.00066203276884542516 -0.0018976672542339657 -0.00096777813476884547 0.00016750699186769244 0.00019268987068374243 0.00073833651879491905 -0.00061088412587802547 -0.002627257858459357 0.001106860737680741 0.00033589043305255474 -0.0011871983428769139 0.0020782820083938228 -8.7979111343710909e-05 0.0017356414923349142 -0.0018815968499984591 0.0025558630145387728 0.001053974608128721 0.00011602995229761199 -0.00029241358316669776 -0.0013442033401224764 1.9970388179951771e-06 0.00013370117773420288
leaf_weight=23 25 22 32 24 34 21 36 20 28 20 28 26 21 30 30 31 23 26 23 30 21 22 20 25 22 158 70 20 2092 118
leaf_count=23 25 22 32 24 34 21 36 20 28 20 28 26 21 30 30 31 23 26 23 30 21 22 20 25 22 158 70 20 2092 118
internal_value=0 4.34885e-06 -1.66156e-07 -0.000379071 6.86688e-06 1.86694e-06 9.89513e-06 7.33225e-07 8.27958e-06 1.48056e-05 2.69466e-06 -0.000730395 0.000852231 1.47858e-05 6.91824e-06 1.37098e-05 -1.98325e-05 -0.00127565 0.000144507 0.000303569 0.000607944 0.000362887 2.4408e-05 0.00134889 0.000358795 -4.95736e-05 2.95488e-05 -0.000230151 1.40121e-05 -7.75414e-05
internal_weight=0 3098 3073 56 3017 2995 2961 2925 2904 2876 2835 46 41 2789 2759 2729 2172 57 557 391 210 180 134 46 114 181 92 166 2115 146
internal_count=3121 3098 3073 56 3017 2995 2961 2925 2904 2876 2835 46 41 2789 2759 2729 2172 57 557 391 210 180 134 46 114 181 92 166 2115 146
is_linear=0
shrinkage=0.1


Tree=1495
num_leaves=31
num_cat=0
split_feature=448 0 14 2 146 448 151 51 475 15 12 133 48 13 15 49 151 151 48 48 2 48 456 0 47 3 47 51 160 151
split_gain=0.000730565 0.00252245 0.00100362 0.00608131 0.00189773 0.00117571 0.00103063 0.0037187 0.00809728 0.00480891 0.0108674 0.00455731 0.0106144 0.00298106 0.00266957 0.00202269 0.00197764 0.00197553 0.00145394 0.00436696 0.00512498 0.0030496 0.00280726 0.0025453 0.00684985 0.0121008 0.00972548 0.00647119 0.0170058 0.00404917
threshold=0.068920000000000023 -0.26609999999999995 0.083150000000000016 0.088055000000000008 0.085195000000000007 -0.083689999999999987 -0.085134999999999975 -0.085734999999999992 -0.085774999999999976 -0.026084999999999994 0.08401500000000002 0.084655000000000022 0.085875000000000021 -0.084319999999999992 -0.095869999999999983 -0.004729999999999999 -0.14326499999999998 -0.083969999999999975 0.086565000000000017 0.089575000000000016 0.086285000000000014 0.08790000000000002 0.091255000000000017 -0.095504999999999993 0.09550500000000002 -0.07359499999999998 0.082095000000000015 0.081440000000000026 -1.0000000180025095e-35 -0.080994999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 -7 -9 11 -11 14 -13 -14 15 -10 -12 -8 22 20 -20 -22 23 24 26 -26 27 -19 -29 -25
right_child=-2 2 3 -5 -6 6 17 8 9 10 16 12 13 -15 -16 -17 -18 18 19 -21 21 -23 -24 29 25 -27 -28 28 -30 -31
leaf_value=0.0010708596843125469 -0.00060244655469432473 -0.0005477766575029073 -0.001725639320846478 0.00038468805659148432 0.00097503985394723717 0.0012827720420318656 -0.0008984523140825332 -0.0016773052052788747 -0.00071307690292166592 0.0027866323148786746 -0.00068008733156602833 -0.0025297754688099736 -0.00063919284238225034 0.001026512806790627 0.0011509790909258299 0.00051636335010698533 0.00070935749875692029 -9.3843151006621083e-05 0.0022642657649703324 3.127120979531331e-05 -0.0005694350015255622 0.0011768759539154416 -0.0011119898777299873 0.0013735952911453999 -0.00066159698253613901 0.0027370392810553315 -0.0024809897480909493 0.0004374719304905739 -0.0034591637263518011 8.7768474719795406e-06
leaf_weight=22 20 39 22 36 20 28 25 24 23 22 20 21 21 22 32 32 21 296 20 337 20 20 24 22 22 20 21 24 21 1824
leaf_count=22 20 39 22 36 20 28 25 24 23 22 20 21 21 22 32 32 21 296 20 337 20 20 24 22 22 20 21 24 21 1824
internal_value=0 3.8855e-06 -3.73822e-06 -0.000415781 4.17257e-06 -2.29773e-06 4.88448e-06 0.000192677 6.44306e-05 0.000259765 0.000993661 -4.64296e-05 -0.000686954 0.000213029 0.000424761 2.23379e-06 3.15795e-05 -1.3644e-05 -5.3624e-06 0.000171215 0.000957236 0.00030372 -3.61898e-05 -2.47146e-05 -0.000252069 0.000956801 -0.000392325 -0.000263697 -0.00138096 2.50423e-05
internal_weight=0 3101 3079 58 3021 3001 2962 266 238 214 63 151 64 43 87 55 41 2696 2671 397 60 40 2274 2250 404 42 362 341 45 1846
internal_count=3121 3101 3079 58 3021 3001 2962 266 238 214 63 151 64 43 87 55 41 2696 2671 397 60 40 2274 2250 404 42 362 341 45 1846
is_linear=0
shrinkage=0.1


Tree=1496
num_leaves=31
num_cat=0
split_feature=132 1204 132 1204 1204 42 133 133 399 51 51 51 51 51 51 43 1 1375 51 43 42 51 51 47 2 1 0 130 130 12
split_gain=0.000788957 0.00144253 0.000945902 0.00309806 0.00649974 0.00648597 0.00255604 0.00424684 0.00180795 0.000958522 0.0073778 0.00384233 0.00368894 0.00297083 0.00296426 0.00618666 0.00452279 0.00295505 0.00374378 0.0218387 0.00564177 0.00271322 0.00254922 0.00203536 0.00206631 0.0023237 0.00281972 0.00177866 0.00584487 0.00175585
threshold=-0.43443999999999999 0.053645000000000005 -0.083449999999999983 -0.082884999999999986 -0.0041249999999999993 -0.015274999999999999 -0.084614999999999982 -0.37971999999999995 0.091580000000000009 0.094075000000000006 0.095820000000000016 0.090560000000000015 0.089355000000000004 0.099265000000000006 0.11548000000000001 -0.08287499999999999 0.095695000000000016 0.097315000000000026 0.078435000000000019 -1.0000000180025095e-35 0.086555000000000007 0.12547500000000003 0.012085000000000002 0.13302500000000003 0.14285500000000004 0.10089500000000001 -0.082284999999999983 -0.22562499999999999 -0.09163499999999998 0.12757000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -6 9 11 -11 12 17 -12 15 -15 -17 18 22 20 -20 -16 27 24 25 26 -23 -4 -29 -30
right_child=1 -3 8 4 6 -7 -8 -9 -10 10 13 -13 -14 14 21 16 -18 -19 19 -21 -22 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00044695486567784083 0.0014506502101929593 0.00077790892537450424 -0.00093343539407388088 -0.0021965973568148912 -0.00045975535302548803 -0.0005666207559910175 -0.00109410218058408 0.0013488949451129885 0.00078510540358062522 0.0020273372970405035 -0.0010233523726734953 -0.0010138548323945877 0.001101532015018165 -0.00067156175724588914 -0.00082819303064845899 0.0018881936693206727 0.00013735112873837352 0.0010464121121913194 0.001868629197124392 -0.0030346457777061285 -0.00045200174150853529 -0.00014911322262681399 0.00083068405381507354 -0.00083329984612646514 0.0011339312207631091 -0.00049061824267317372 0.0011635804387818401 0.0015772495358048575 -1.248785069420852e-05 -0.00064334060647524898
leaf_weight=39 28 24 21 20 37 37 22 20 30 20 24 38 30 26 39 36 25 26 20 26 22 36 36 20 22 44 30 23 2255 45
leaf_count=39 28 24 21 20 37 37 22 20 30 20 24 38 30 26 39 36 25 26 20 26 22 36 36 20 22 44 30 23 2255 45
internal_value=0 5.65582e-06 -4.05028e-07 -0.000234037 -0.000586215 0.000302358 -0.000178523 0.000174859 1.28346e-05 4.74521e-06 0.00016729 -1.58447e-05 -6.99192e-07 4.41086e-05 0.000136263 0.000620094 0.00117064 -1.4065e-05 -2.53282e-05 -0.000756945 0.000653061 -8.41199e-05 -4.42488e-06 0.000106794 0.000249232 7.22921e-05 0.000447566 -1.72508e-05 -8.96844e-06 -2.48306e-05
internal_weight=0 3082 3058 164 99 65 79 57 2894 2864 322 2542 2504 302 278 87 61 2474 2448 68 42 191 2380 152 132 110 66 2344 2323 2300
internal_count=3121 3082 3058 164 99 65 79 57 2894 2864 322 2542 2504 302 278 87 61 2474 2448 68 42 191 2380 152 132 110 66 2344 2323 2300
is_linear=0
shrinkage=0.1


Tree=1497
num_leaves=31
num_cat=0
split_feature=130 40 120 33 47 47 4 3 1 15 1 1 13 43 1 48 0 131 130 133 2 2 159 160 4 51 51 0 130 52
split_gain=0.000867894 0.00150732 0.00187355 0.00109556 0.000902171 0.0025475 0.00636631 0.00238071 0.00544911 0.0101433 0.00516185 0.00437749 0.00463628 0.00303613 0.0029575 0.00267944 0.00205363 0.0018263 0.00280534 0.00168896 0.00272656 0.00693867 0.00524318 0.00580564 0.00470712 0.0033239 0.00526945 0.00501421 0.00317224 0.0033506
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.012019999999999998 0.079365000000000005 0.087235000000000021 -0.00099499999999999979 -0.078084999999999988 0.094220000000000012 -0.10324499999999999 0.107145 0.122715 -1.0000000180025095e-35 -0.079109999999999986 0.13210500000000003 0.10061000000000002 -0.26343999999999995 -0.076979999999999979 0.12884500000000002 -0.0061299999999999992 0.090675000000000019 0.090310000000000015 0.12638000000000002 -0.52439499999999983 -0.50940999999999981 0.092545000000000016 0.088210000000000011 -0.092404999999999973 0.090745000000000006 0.5140450000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 16 6 -6 13 9 -9 -10 12 -12 -7 -13 -15 -5 -18 19 -19 21 22 23 -21 -22 26 28 -27 29 -25
right_child=1 2 -4 4 5 7 -8 8 10 -11 11 14 -14 15 -16 -17 17 18 -20 20 24 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=0.00061201667359336691 -0.00086987325688824056 -0.00063971568769947799 0.00092060484563593172 0.00096274537056507091 0.0016950681918270647 8.3334145851300234e-05 -0.00059333788231015212 -8.378413705421346e-05 -0.0010018028685590253 0.0027855659226139035 0.00025021809586392278 -0.0011798946723998102 0.0021400243903155485 -0.0013168624403126735 0.00021577406738770711 6.9874912283425644e-05 0.00078794267201037326 0.00010320754242158118 -0.00095486332570682427 0.0011436695060027498 -0.0012054336148892243 -0.0019137941316053596 -0.0017557957407552749 -0.00025360023238496656 9.0118730846000669e-05 -0.0021324792305850203 0.0012756160355190962 2.7823063117631884e-05 0.00073181273591880862 0.0010279305894593043
leaf_weight=23 20 27 22 21 31 105 20 28 40 22 34 22 21 38 49 22 27 715 33 35 29 23 20 716 851 21 26 22 37 21
leaf_count=23 20 27 22 21 31 105 20 28 40 22 34 22 21 38 49 22 27 715 33 35 29 23 20 716 851 21 26 22 37 21
internal_value=0 -4.5437e-06 1.07898e-06 -5.54065e-06 1.12283e-07 0.000133922 0.000797654 4.50764e-05 0.000263553 0.00117873 -1.21021e-05 0.000302089 0.00097178 -0.00024093 -0.000216687 -0.000808392 -2.21465e-05 -3.01755e-05 -3.88413e-05 -2.68267e-05 -7.84505e-05 -0.000198722 -0.000154795 -0.000118325 4.74244e-05 -0.000170721 -0.000124685 -0.00102721 -0.000171724 -0.000217084
internal_weight=0 3098 3078 3056 3029 432 51 381 216 50 166 126 55 165 71 60 2597 2576 2549 2516 1801 921 898 878 880 843 800 43 774 737
internal_count=3121 3098 3078 3056 3029 432 51 381 216 50 166 126 55 165 71 60 2597 2576 2549 2516 1801 921 898 878 880 843 800 43 774 737
is_linear=0
shrinkage=0.1


Tree=1498
num_leaves=31
num_cat=0
split_feature=33 120 40 9 1 34 34 33 9 49 160 48 1 4 1 1 151 49 15 49 3 3 3 0 3 2 15 15 49 13
split_gain=0.000793378 0.000843776 0.00201626 0.000909923 0.00253033 0.00102465 0.00182772 0.00203552 0.00174852 0.00104845 0.00260766 0.00303497 0.00265525 0.00244091 0.00591209 0.00342843 0.00328791 0.00344649 0.00253101 0.00243489 0.00237559 0.00235013 0.00717034 0.00347877 0.00462864 0.00591622 0.00455167 0.0073558 0.00315928 0.00285134
threshold=-0.018454999999999996 0.093680000000000013 -0.24134999999999998 0.09055500000000001 0.13332000000000002 -0.097449999999999981 -0.084564999999999987 0.078905000000000017 -0.036024999999999995 -0.010699999999999999 0.11205000000000002 0.10713500000000002 0.11846000000000002 -0.011884999999999998 0.10887500000000001 0.10439500000000002 -0.083919999999999981 -0.032624999999999994 -0.0072999999999999992 -0.0090649999999999984 -0.083344999999999989 -0.0043399999999999992 -0.0087149999999999988 0.056435000000000006 0.10542000000000001 0.082850000000000021 -0.016799999999999995 -0.097454999999999986 0.10084500000000002 -0.15416999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 8 -8 10 11 12 13 16 15 18 17 -10 -15 -11 -18 22 29 24 25 -23 27 -26 -27 -21
right_child=1 -3 3 4 -6 6 7 -9 9 19 -12 -13 -14 14 -16 -17 20 -19 -20 21 -22 23 -24 -25 26 28 -28 -29 -30 -31
leaf_value=0.00056107871700078243 0.00093295569430388843 -0.00058313679601997134 0.00071385176670446526 -0.001049267762774152 0.00032356015488039705 -0.00082333470280799605 -0.00068710063276592197 0.00096147940282455898 0.00034263102221302692 0.00092586386793603508 0.0008562610498629511 -0.001164261384277173 0.00068549245872811691 -0.00022063082982571406 -0.0017304432968777636 0.0008924423344433308 -7.3325017945387886e-05 -0.0015138409461360426 -0.0013891495024186693 -0.0008800276487212008 0.0010083222202309926 0.0021738081733928996 -0.0016688490161099114 0.0015194447938397173 -0.0003587638729512059 0.0001009697965498596 -0.0012344112900524017 0.0016344850788300393 0.0014167577234647153 1.7755525616929151e-05
leaf_weight=25 23 25 20 29 25 27 37 22 20 30 25 30 37 158 29 25 37 20 21 36 45 20 26 21 81 107 34 24 22 2040
leaf_count=25 23 25 20 29 25 27 37 22 20 30 25 30 37 158 29 25 37 20 21 36 45 20 26 21 81 107 34 24 22 2040
internal_value=0 -4.53067e-06 1.7957e-07 -6.85909e-06 -0.000413699 4.78704e-07 -4.31869e-06 3.18502e-06 -4.02267e-06 4.72868e-06 -0.000136073 -0.00019486 -0.000120671 -0.000204694 -0.000394436 -0.000204513 0.000157683 -0.000585605 -0.00035772 3.05124e-05 0.000520262 1.93716e-05 -1.84823e-05 0.000276876 0.000186272 0.000573481 -0.000228793 9.68359e-05 0.000325368 2.18703e-06
internal_weight=0 3096 3071 3048 54 2994 2974 2947 2925 2888 447 422 392 355 233 204 122 40 179 2441 82 2411 2102 309 288 149 139 105 129 2076
internal_count=3121 3096 3071 3048 54 2994 2974 2947 2925 2888 447 422 392 355 233 204 122 40 179 2441 82 2411 2102 309 288 149 139 105 129 2076
is_linear=0
shrinkage=0.1


Tree=1499
num_leaves=31
num_cat=0
split_feature=1420 157 1452 1455 1455 42 158 1452 50 50 158 3 1456 1 158 1447 1456 1447 159 52 106 1 0 13 13 1429 51 13 13 13
split_gain=0.000779716 0.00273492 0.000870985 0.00083307 0.00387677 0.00502552 0.00216305 0.00106176 0.00153531 0.00190984 0.00119273 0.00393343 0.00304312 0.00492546 0.00238947 0.00148406 0.00613289 0.00581163 0.00352865 0.00268996 0.001485 0.00145685 0.00387109 0.00336862 0.0134018 0.00833708 0.00524428 0.00463908 0.00783245 0.00484191
threshold=0.056520000000000008 0.63397500000000007 -0.082504999999999981 -0.088559999999999986 -0.094999999999999987 0.087825000000000014 -0.47144999999999992 0.11096000000000002 -0.47248999999999991 -0.45017999999999997 0.10722000000000002 -0.049509999999999992 -0.063824999999999979 0.07635500000000002 0.10412500000000001 -0.085684999999999997 0.087955000000000019 -0.084094999999999989 -0.092414999999999983 -0.013374999999999998 0.088100000000000012 0.085110000000000005 -0.17169499999999996 -0.085804999999999979 -0.085154999999999995 0.083985000000000018 0.081440000000000026 -0.08645499999999999 -0.087184999999999985 -0.087714999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -5 8 -8 -10 14 12 -12 -14 15 16 18 -17 -11 -20 21 22 -19 25 -25 26 27 28 29 -24
right_child=-2 -3 3 6 -6 -7 7 -9 9 10 11 -13 13 -15 -16 17 -18 20 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00065450402209535244 -0.00058009382539793203 0.0011699105205480009 -0.00075616664253175259 0.00078232880548707081 -0.0014542401506332681 0.0011635689469985664 0.00077738917362876238 -0.00065738714556209748 -0.00089800144924083729 0.00071003766776508818 -0.00089802970481105159 -0.0014575745032440561 -0.00032488883225596511 0.0016755944574470051 0.0010035539266633957 -0.0016319263927553865 0.001945506883203052 0.0014072913099967299 0.0001474802689626813 -0.0013510287212936776 0.00076722834585234525 -9.1483826397462402e-05 0.0001197784115295993 -0.002552558973963772 -8.1448467850487653e-07 0.002284427541308105 0.001156903166520351 -0.0014018940093505775 0.0019967818189234958 -0.0014302579172759912
leaf_weight=20 23 20 30 35 22 25 25 25 24 39 25 24 32 20 24 22 20 21 25 23 25 1145 240 21 1034 20 48 21 21 22
leaf_count=20 23 20 30 35 22 25 25 25 24 39 25 24 32 20 24 22 20 21 25 23 25 1145 240 21 1034 20 48 21 21 22
internal_value=0 4.3067e-06 -3.26707e-06 -7.56904e-06 -0.000332325 0.00011644 8.19499e-07 -8.46523e-06 -2.9113e-06 -9.64732e-06 -2.22375e-06 -0.000339773 8.63252e-06 0.000444528 1.00796e-05 1.39978e-06 0.000366495 -1.33976e-05 3.50362e-06 -0.000570555 2.03446e-07 -7.1917e-06 5.94619e-05 3.9627e-05 -5.16075e-05 0.00029837 0.000185526 3.21506e-05 0.000138564 -1.03773e-05
internal_weight=0 3098 3078 3058 77 55 2981 2946 2921 2896 2872 101 77 52 2771 2747 107 2640 87 48 2618 2593 1448 1427 1055 372 352 304 283 262
internal_count=3121 3098 3078 3058 77 55 2981 2946 2921 2896 2872 101 77 52 2771 2747 107 2640 87 48 2618 2593 1448 1427 1055 372 352 304 283 262
is_linear=0
shrinkage=0.1


Tree=1500
num_leaves=31
num_cat=0
split_feature=151 49 453 1210 1210 484 484 484 475 484 15 2 15 49 0 483 1456 0 2 14 0 3 160 0 39 52 16 51 1452 1
split_gain=0.000879476 0.00084123 0.00100768 0.000781204 0.000902075 0.000772949 0.00728599 0.00580114 0.00664652 0.00435728 0.00192965 0.00375605 0.00315848 0.00886401 0.00645437 0.00464003 0.00222304 0.00121149 0.00591792 0.00937918 0.00584009 0.0101134 0.00519163 0.00350851 0.00343922 0.00350759 0.00437615 0.00312155 0.00154146 0.00362385
threshold=-0.5666199999999999 0.41663000000000006 0.095515000000000017 -0.42132499999999995 -0.14310999999999999 0.090535000000000018 0.094140000000000015 0.087235000000000021 -0.081774999999999973 0.085790000000000019 -0.56020999999999987 0.12844500000000003 -0.067579999999999987 0.10211000000000002 -0.074824999999999989 0.032770000000000007 -0.015029999999999996 -0.14794999999999997 0.086285000000000014 0.078320000000000015 -0.14116499999999996 -0.03694999999999999 0.10830500000000001 -0.23194499999999998 0.085425000000000015 -0.089199999999999988 -0.50992999999999988 0.089355000000000004 0.094585000000000016 0.085475000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 9 -9 17 -8 12 13 16 15 -14 -12 18 19 -6 21 -19 23 -20 25 -25 -27 -28 -22 -30
right_child=1 -3 -4 4 5 6 10 8 -10 -11 11 -13 14 -15 -16 -17 -18 20 22 -21 28 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.00064496511504763651 0.00055284586921334274 -0.00053133808968899149 0.00070828190735483087 -0.00054512537129583862 0.0026729336744882978 -0.0020030414941720662 -0.00080772950313985354 0.00012275569606572391 0.0024923900968860835 -0.001167889439557257 0.00072021662886856636 0.0012252251492240109 0.00051638836968887706 -0.002340142133180052 0.0017773014237679055 -0.0013850867981091142 -0.00055319506992908339 -0.0027599009313798023 -0.00069880580745237432 -5.2430320855429666e-05 2.00359619876351e-05 1.4720751399484774e-06 -0.0015587694919668139 -0.00045009667956037448 -0.00061759929495955096 -1.9123382662655787e-05 0.0020934044470777738 0.00058471877685709235 -0.0012914626426728708 0.00044631549112853549
leaf_weight=21 25 30 20 31 23 20 26 29 20 32 29 26 33 20 23 21 26 21 39 28 2333 36 20 24 28 32 32 24 28 21
leaf_count=21 25 30 20 31 23 20 26 29 20 32 29 26 33 20 23 21 26 21 39 28 2333 36 20 24 28 32 32 24 28 21
internal_value=0 -4.36911e-06 7.80425e-07 -3.85893e-06 -8.4598e-06 -2.90314e-06 -0.000181579 1.15457e-05 0.00108995 -7.87433e-06 -3.00402e-06 0.00011454 -7.54454e-05 -0.000537328 0.000374441 -0.000223074 0.00011824 5.93023e-06 0.000215583 0.00117666 -1.55594e-05 -0.00101588 -3.0722e-05 0.00014001 0.00037368 0.000621499 0.000913753 0.00144682 8.37765e-06 -0.000546701
internal_weight=0 3100 3070 3050 3025 2994 224 2770 49 2721 204 178 152 75 77 54 55 2689 250 51 2439 57 199 179 140 112 88 56 2382 49
internal_count=3121 3100 3070 3050 3025 2994 224 2770 49 2721 204 178 152 75 77 54 55 2689 250 51 2439 57 199 179 140 112 88 56 2382 49
is_linear=0
shrinkage=0.1


Tree=1501
num_leaves=31
num_cat=0
split_feature=447 457 1348 153 0 48 456 456 1 1373 130 1 4 1 2 2 160 2 457 42 14 10 43 9 479 15 0 42 15 402
split_gain=0.000787263 0.00171075 0.00140579 0.00127008 0.00172825 0.00319618 0.00120257 0.0028989 0.00217562 0.00170277 0.00143602 0.00204685 0.00311464 0.00157966 0.00155274 0.00740435 0.0191518 0.00708137 0.00305575 0.00276577 0.00252127 0.00265207 0.00460665 0.00419875 0.00249386 0.00323712 0.00549684 0.0130472 0.00496049 0.0061169
threshold=0.10419500000000002 0.51278000000000012 -1.0000000180025095e-35 0.086100000000000024 -0.24955499999999997 0.10668000000000001 0.091580000000000009 0.089235000000000023 0.093205000000000024 0.085770000000000013 -0.23123999999999997 0.15618500000000002 0.51164000000000009 0.14754500000000001 0.090935000000000016 0.090310000000000015 -1.0000000180025095e-35 0.091265000000000013 0.09061000000000001 0.11799500000000002 0.083150000000000016 0.0036750000000000007 -0.069134999999999988 0.088235000000000022 0.10061500000000002 0.089740000000000014 -0.071719999999999992 0.099210000000000007 0.089485000000000023 0.12933500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 9 -8 10 -6 13 -13 14 15 18 -17 -16 19 20 21 23 -23 24 25 28 27 -27 29 -12
right_child=-2 -3 3 -5 6 -7 8 -9 -10 -11 11 12 -14 -15 17 16 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00081763426035953073 -0.0006253870134241879 0.00088272467850897978 0.0015557052346412093 -0.00075371459507468078 0.00079712810508102529 -0.00023208232945762578 -0.00014220819575712086 -0.0009280802700874013 0.00092786775387235373 0.00070421774358050352 -4.2557945491172909e-05 -0.0015659375550014722 0.00017776048334781081 0.00074371362445942526 0.0016791718317243202 0.0010023382096551359 -0.0031137284459523823 3.9897089115993286e-05 -0.0012354876541177788 -0.00088755332164712139 -0.00095859996810624445 -7.1233598133310297e-05 0.0016099633795290304 -0.0011829180382725707 -0.0010201064100408036 0.00046512661025107347 0.001565947891989102 -0.002067464124917498 -0.0015259419349604288 0.0016413409389894119
leaf_weight=21 20 22 20 22 22 20 38 34 38 34 1110 21 20 28 27 20 26 1098 21 36 27 39 28 30 23 176 33 23 22 22
leaf_count=21 20 22 20 22 22 20 38 34 38 34 1110 21 20 28 27 20 26 1098 21 36 27 39 28 30 23 176 33 23 22 22
internal_value=0 4.03346e-06 -2.24495e-06 3.35452e-06 8.84053e-06 0.000661811 1.22627e-07 -1.00985e-05 0.00039283 7.16236e-07 -7.67053e-06 -1.39269e-05 -0.000715353 -3.61552e-06 -1.11944e-05 -7.33816e-05 -0.00132413 7.92397e-05 -3.71963e-05 -2.1158e-05 -8.12117e-07 1.63594e-05 0.000631356 -1.22749e-05 1.265e-05 2.97881e-05 0.000370633 0.000172415 -3.87353e-05 -9.832e-06
internal_weight=0 3101 3079 3058 3036 40 2996 2920 76 2886 2852 2830 41 2789 2761 1636 46 1125 1590 1569 1533 1506 67 1439 1409 1386 232 199 1154 1132
internal_count=3121 3101 3079 3058 3036 40 2996 2920 76 2886 2852 2830 41 2789 2761 1636 46 1125 1590 1569 1533 1506 67 1439 1409 1386 232 199 1154 1132
is_linear=0
shrinkage=0.1


Tree=1502
num_leaves=31
num_cat=0
split_feature=130 10 2 10 132 1203 2 1213 52 52 42 4 1203 1203 1429 1426 1419 1420 471 52 1 52 473 153 3 12 0 12 14 11
split_gain=0.00083957 0.00197956 0.00220695 0.00177797 0.000852652 0.0024275 0.00238781 0.00453134 0.00297167 0.0025942 0.00259261 0.00310529 0.00158803 0.00272724 0.000985428 0.00215379 0.000916526 0.00123051 0.00134516 0.00406879 0.00553671 0.00189021 0.00173629 0.00166929 0.00113552 0.00363408 0.00345461 0.00325736 0.00309403 0.00301664
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.092019999999999977 -0.083449999999999983 0.089005000000000015 0.088665000000000008 0.0065300000000000002 0.08709500000000002 0.084960000000000022 -0.062154999999999995 0.018150000000000003 0.089480000000000018 0.10250500000000001 -0.23752499999999996 -0.089244999999999977 0.098075000000000009 1.0000000180025095e-35 0.094575000000000006 -0.55692499999999978 0.099660000000000012 -0.55061999999999989 0.077695000000000014 1.0000000180025095e-35 -0.13309499999999996 0.089300000000000004 -0.0058249999999999994 0.09364500000000002 0.019675000000000002 -0.011194999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 8 10 9 -5 -8 -12 14 -14 -6 -16 17 18 19 20 -17 -21 23 24 25 -23 27 -27 29 -26
right_child=1 3 -4 4 12 -7 7 -9 -10 -11 11 -13 13 -15 15 16 -18 -19 -20 21 -22 22 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.00064582886232528842 -2.1585565437341023e-05 -0.00073512968791130176 0.0014462019875645638 -0.00054857091653081247 -0.00069273688328394208 -0.0011369853495125427 0.00066675590022458454 0.0015503939500459557 -0.001220533483466434 0.00070012104811861982 -0.0014090777623509481 0.00031258905190043154 0.0014455900339054922 1.878213433146074e-05 0.00099721366502556266 -3.1387694842374789e-05 -0.0004713660358538619 0.00077334586752667326 -0.00072522102203220133 -0.00092885481796904721 0.0020462258114054312 -0.00012979656383337469 0.00090759373020513783 -0.00081855030450969949 0.0011628655282865193 0.0013465526651337068 0.0017999978234332628 -0.00014372541658799905 -0.00090075459805890343 -1.3863821966223097e-05
leaf_weight=20 21 33 20 41 20 24 27 22 31 28 22 20 21 37 22 29 40 21 25 22 23 121 21 25 22 22 22 44 39 2236
leaf_count=20 21 33 20 41 20 24 27 22 31 28 22 20 21 37 22 29 40 21 25 22 23 121 21 25 22 22 22 44 39 2236
internal_value=0 4.16529e-06 0.000694408 -5.08307e-06 2.87582e-06 -0.000189065 -6.9955e-05 0.000300694 -0.000407246 -4.18553e-05 -9.77612e-05 -0.000589236 1.75513e-05 0.000535385 6.64554e-06 1.17617e-05 3.76765e-06 1.08804e-05 4.84053e-06 1.17908e-05 0.000887557 -5.90139e-06 2.0551e-06 -5.45825e-06 2.6532e-06 0.000225812 0.000714775 0.000353034 -1.76517e-05 -2.39879e-06
internal_weight=0 3101 41 3060 3027 215 191 91 100 69 69 42 2812 58 2754 2734 2712 2672 2651 2626 52 2574 2552 2531 2506 209 88 66 2297 2258
internal_count=3121 3101 41 3060 3027 215 191 91 100 69 69 42 2812 58 2754 2734 2712 2672 2651 2626 52 2574 2552 2531 2506 209 88 66 2297 2258
is_linear=0
shrinkage=0.1


Tree=1503
num_leaves=31
num_cat=0
split_feature=151 403 42 403 1208 1208 403 42 42 42 0 9 4 4 475 4 12 2 51 16 50 50 13 15 43 456 4 4 15 48
split_gain=0.000768276 0.000769199 0.00434492 0.00272178 0.00301423 0.0061223 0.00427796 0.00094585 0.00833344 0.00300952 0.00200911 0.00209458 0.00198583 0.00599726 0.00331927 0.00494234 0.0051876 0.00698348 0.00216435 0.00825854 0.00321517 0.0033876 0.00325174 0.00433675 0.00397181 0.00353173 0.00262736 0.00432901 0.00475382 0.00496568
threshold=-0.5666199999999999 -0.5492149999999999 0.091205000000000008 -0.5425549999999999 0.099975000000000008 0.11531000000000001 -0.52800499999999995 0.084695000000000006 0.084535000000000013 0.084835000000000008 0.18019500000000002 -0.08619499999999998 -0.50940999999999981 -0.52556499999999995 -0.24431999999999998 -0.39518999999999993 0.095110000000000014 0.10060500000000001 0.078435000000000019 -0.14771999999999999 0.090980000000000019 0.088895000000000016 0.021350000000000004 -0.0088349999999999974 -0.011694999999999999 0.086895000000000014 -0.017809999999999996 -0.0070899999999999991 -0.083359999999999976 0.097500000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 -5 8 10 -9 11 -8 13 -13 -14 16 17 -16 20 -20 21 -17 23 25 -25 -22 -21 -28 29 -29
right_child=1 3 -4 4 5 -7 7 9 -10 -11 -12 12 14 -15 15 18 -18 -19 19 26 22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.00060281361497583849 -0.00039965907126315869 -0.0011735729075735436 0.0013802771854291981 -0.0012678869545063075 0.0020409772616057169 -0.00040371710434556013 0.00095491536717418057 0.0011973545399403362 -0.0020801339187892158 4.2470544093490157e-05 -0.00095542293325390519 0.00012128416991156594 -0.00098348941058194381 -0.0019568362118055423 0.0002615591789233602 -3.7320110510492427e-07 -0.00025764843017133255 0.0025810132722253916 -0.0019833306761798809 -0.00051688204563269909 0.00094038740557152774 -0.001282341340889356 -0.000590923823793197 0.0023687069365025864 0.00062205067049944782 -0.00093890141113661229 0.0012418884496825438 -4.4685912857233899e-05 0.00095107835187608833 -0.0019038523687049747
leaf_weight=21 32 20 24 27 21 20 22 23 20 1191 23 41 34 21 27 1118 31 25 26 89 20 21 21 23 30 20 30 51 29 20
leaf_count=21 32 20 24 27 21 20 22 23 20 1191 23 41 34 21 27 1118 31 25 26 89 20 21 21 23 30 20 30 51 29 20
internal_value=0 -4.08358e-06 0.000363171 -1.08399e-05 -3.14987e-06 0.000848443 -1.48546e-05 -3.40948e-06 -5.06315e-05 6.43506e-05 -2.706e-05 -1.44924e-05 -2.72097e-05 -0.000582595 -5.88843e-06 1.51352e-05 0.000766269 0.00137668 -2.6483e-05 -0.000298315 2.66685e-05 -2.40091e-05 0.000533001 0.00078679 0.00138003 7.42997e-07 -9.82676e-05 0.000188322 -0.000127748 -0.000568395
internal_weight=0 3100 56 3044 3024 41 2983 2956 1742 1214 1722 1699 1677 62 1615 1581 83 52 1498 245 1253 1139 114 93 53 40 219 130 100 71
internal_count=3121 3100 56 3044 3024 41 2983 2956 1742 1214 1722 1699 1677 62 1615 1581 83 52 1498 245 1253 1139 114 93 53 40 219 130 100 71
is_linear=0
shrinkage=0.1


Tree=1504
num_leaves=31
num_cat=0
split_feature=1209 1208 1208 1208 403 42 402 13 13 52 13 402 1210 160 15 12 0 4 2 403 1213 3 159 133 133 159 15 11 34 10
split_gain=0.000780765 0.00130037 0.00261126 0.00247793 0.000842485 0.00525541 0.00170491 0.00101148 0.00544782 0.00601589 0.00525089 0.00519545 0.00680608 0.00373096 0.00369748 0.00526152 0.00823841 0.00325297 0.00393783 0.00289371 0.00293274 0.00286782 0.00256016 0.00294145 0.00737387 0.003237 0.0028662 0.00207978 0.00181279 0.00329747
threshold=0.14268500000000003 0.11253500000000001 0.10233500000000001 0.089655000000000012 -0.5335399999999999 0.086325000000000013 0.31115000000000004 -0.087714999999999987 -0.088464999999999988 -0.0027449999999999996 -0.087404999999999997 -0.086719999999999978 -0.0095099999999999976 0.090195000000000011 -1.0000000180025095e-35 0.082850000000000021 -0.11991499999999998 -0.064054999999999987 0.088225000000000012 -0.0059799999999999992 -0.013534999999999998 -0.075944999999999985 0.11410000000000002 0.076280000000000014 0.08622500000000001 0.10407500000000001 -0.11713499999999999 0.076560000000000003 -0.097449999999999981 0.053330000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 11 -10 -9 -6 -13 14 22 16 -16 18 19 -17 -21 -15 23 25 -25 27 -26 -14 -12 -30
right_child=-2 -3 -4 -5 6 -7 -8 10 9 -11 28 12 13 21 15 17 -18 -19 -20 20 -22 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.0016711026162374765 0.00059362559166567573 -0.00077029594103805721 0.0010191124444827438 -0.0010895943845666591 -0.0015485170227475466 -0.0003952994937208132 -0.00092671908903866999 -0.0015673916548786856 -1.2780647957697512e-05 0.0024105751443476904 0.00093274133512750263 0.0017759183807673096 -7.3316584924517283e-05 -0.00015931061244811172 -0.0026890642824582756 -0.0010030291369058314 -8.5844155100564811e-05 -0.0009216462624653314 0.0012562084092905936 -0.00021926290588453412 0.0012987274251645431 -0.001739203582983464 -0.0007553711356013083 0.0025985477713402361 0.0011831098119728268 0.0013951718469061667 -0.00042299775994615634 0.00086860131372564614 -7.4171469176482719e-06 -0.00091225079788894564
leaf_weight=20 22 22 25 21 20 32 20 22 20 21 20 23 144 27 20 23 31 26 32 35 20 20 20 20 20 21 25 28 2280 41
leaf_count=20 22 22 25 21 20 32 20 22 20 21 20 23 144 27 20 23 31 26 32 35 20 20 20 20 20 21 25 28 2280 41
internal_value=0 -4.21418e-06 1.26317e-06 -7.07439e-06 4.25747e-07 0.000399471 -6.53979e-06 -3.20259e-07 0.000116097 0.00122845 -2.96831e-05 3.39226e-05 9.30792e-05 1.7483e-05 0.000103305 -0.000240513 -0.00110671 8.43128e-05 0.000322085 -6.11452e-05 0.000332734 -0.000831605 0.000334578 0.00041907 0.0010009 0.000223118 0.000290828 8.00189e-05 -1.52322e-05 -2.34009e-05
internal_weight=0 3099 3077 3052 3031 52 2979 2959 596 41 2363 555 535 512 465 187 51 136 110 78 55 47 278 258 65 193 45 172 2341 2321
internal_count=3121 3099 3077 3052 3031 52 2979 2959 596 41 2363 555 535 512 465 187 51 136 110 78 55 47 278 258 65 193 45 172 2341 2321
is_linear=0
shrinkage=0.1


Tree=1505
num_leaves=31
num_cat=0
split_feature=97 34 43 97 11 374 120 40 1 46 1446 479 481 483 158 159 481 484 1446 481 1451 1420 157 51 154 480 1456 481 484 483
split_gain=0.00078674 0.00116306 0.0034674 0.00286899 0.00226513 0.000854195 0.00171524 0.00213755 0.00163726 0.00167831 0.000914954 0.00136063 0.0016843 0.00091481 0.00187352 0.00140894 0.00144263 0.0128067 0.00687841 0.00206715 0.00239817 0.00223663 0.00249491 0.00136027 0.00149553 0.00148282 0.00267546 0.00365345 0.00293862 0.00155273
threshold=-0.086464999999999986 -0.057544999999999992 -0.081674999999999984 -0.049229999999999996 -1.0000000180025095e-35 0.092550000000000007 0.090440000000000006 -0.24134999999999998 0.15799000000000005 0.096120000000000011 -0.09143999999999998 0.10713500000000002 -0.27443499999999993 -0.47356499999999996 0.13509500000000002 0.13642500000000002 -0.086484999999999992 -0.081614999999999979 0.083830000000000002 -0.084329999999999988 0.087145000000000014 0.056520000000000008 0.63397500000000007 -0.43587999999999999 0.084190000000000001 0.10252000000000001 0.089630000000000015 -0.064999999999999988 -0.074759999999999979 0.099495000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 7 -6 9 10 -9 12 -12 -14 15 16 17 18 -15 -18 21 22 23 -21 25 26 29 -28 -29 -25
right_child=1 4 3 -5 5 -7 -8 8 -10 -11 11 -13 13 14 -16 -17 19 -19 -20 20 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0005703398948147272 -0.00034697145542973099 -0.0010167338705452328 9.1700870516000409e-05 0.001677192161558196 0.00098536433069966738 0.00062250256080667241 -0.00092587009654380385 -0.00061918286664877089 -0.00080983525328338153 0.0008027303314660319 -0.00089918625474508327 0.00061173518455082858 -0.00062832772180073607 -0.0018271773141168525 0.00094590571575931144 -0.00079929201562084604 -0.00075041527916501103 0.0026080751128756676 0.00047461254399496362 0.00059337882471358961 0.00089125349108750633 -0.0010614117933437229 0.0011127398944336165 -1.5483255387566266e-05 -0.00087869204173330229 0.00084709505550563348 -0.001773906847811304 -0.00085597589014259248 0.00075633582484442748 0.0004221748256376097
leaf_weight=24 37 22 21 25 22 22 20 24 25 26 21 36 23 20 21 22 37 20 37 37 30 20 20 2319 20 20 20 26 20 84
leaf_count=24 37 22 21 25 22 22 20 24 25 26 21 36 23 20 21 22 37 20 37 37 30 20 20 2319 20 20 20 26 20 84
internal_value=0 4.41981e-06 0.000373706 0.000953381 -5.74964e-06 1.68406e-06 -2.91459e-06 3.34273e-06 -4.03584e-06 2.90353e-06 -4.32466e-06 8.47646e-07 -6.95922e-06 -2.57947e-07 4.95143e-06 -2.22882e-06 4.1944e-06 0.000430891 -0.000333033 -8.18994e-06 2.3079e-06 -8.00469e-06 2.05806e-07 -8.53366e-06 -1.741e-05 -1.04893e-05 -1.74361e-05 -0.000645557 -0.000154971 -1.84346e-07
internal_weight=0 3097 83 46 3014 2992 2970 2950 2928 2903 2877 2853 2817 2796 2773 2752 2730 77 57 2653 2616 2586 2566 2546 2509 2489 2469 66 46 2403
internal_count=3121 3097 83 46 3014 2992 2970 2950 2928 2903 2877 2853 2817 2796 2773 2752 2730 77 57 2653 2616 2586 2566 2546 2509 2489 2469 66 46 2403
is_linear=0
shrinkage=0.1


Tree=1506
num_leaves=31
num_cat=0
split_feature=367 12 130 1 9 33 41 43 132 15 42 45 3 13 14 9 10 3 52 49 0 160 49 3 15 151 160 150 455 3
split_gain=0.000832906 0.00196145 0.00157089 0.000819859 0.000872901 0.00170472 0.00111126 0.00185993 0.00340199 0.00207293 0.00214169 0.00115274 0.00126823 0.0100007 0.00285665 0.0036164 0.00352884 0.00248176 0.00222265 0.00190744 0.0054209 0.0078099 0.00331901 0.00298811 0.00310292 0.00338293 0.00486189 0.00478209 0.00440837 0.00257872
threshold=-0.0098099999999999975 0.23631000000000002 -0.22562499999999999 0.16540500000000002 -0.092544999999999975 0.085305000000000006 0.07677500000000001 -0.15879999999999997 0.081240000000000021 -0.043924999999999992 0.090310000000000015 0.094030000000000016 0.14121000000000003 -0.15078499999999997 0.083150000000000016 0.092235000000000011 -0.011559999999999999 0.11924500000000002 0.08257500000000001 -0.020744999999999996 -0.17169499999999996 -0.046074999999999991 -0.054319999999999993 -0.10831999999999999 -0.09551999999999998 -0.0064299999999999991 0.081905000000000019 0.085395000000000013 0.088355000000000003 -0.080484999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 11 -8 9 10 -9 12 13 -6 15 16 -15 19 -14 22 21 -21 23 -18 -25 27 29 -26 -29 -27
right_child=1 -3 3 -5 5 -7 7 8 -10 -11 -12 -13 18 14 -16 -17 17 -19 -20 20 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.000471636577433831 0.00079054807312786593 -0.0009465136798098684 0.00061263849796808288 -0.00062806021000835158 -0.0022472886065952481 -0.0007317461149796145 -0.00038314948426833485 0.00054114248074862796 0.0015181993740649583 0.00080128214304910647 -0.00069266384063452926 -0.00060884995264132158 8.6442817066315604e-05 -0.00095875883769047882 -0.00085217891356501822 0.0011403996577541875 -0.0012439583378727548 -0.00076933761505642911 0.0011311036839078252 -0.0003548844665056095 3.3664854520150957e-05 0.0022735676320735365 -0.0010049537824104644 0.0010821231799200178 -0.00065794125918105964 -0.00056866273337688586 -0.0016811519937753609 0.0012068167220752038 -0.00044637606112266206 0.00076640071904124775
leaf_weight=37 25 22 23 21 20 32 34 24 24 34 34 32 94 38 39 28 20 40 26 20 2154 26 45 25 38 39 27 54 23 23
leaf_count=37 25 22 23 21 20 32 34 24 24 34 34 32 94 38 39 28 20 40 26 20 2154 26 45 25 38 39 27 54 23 23
internal_value=0 -5.65842e-06 1.10148e-06 -5.3971e-06 -1.06158e-06 -5.77761e-06 2.06804e-06 0.000267268 0.000457907 0.000181309 -0.000182123 -1.20835e-05 -5.21176e-06 -1.95629e-05 -2.67981e-06 1.00627e-05 -2.2427e-06 1.21013e-05 0.000312786 2.46344e-05 5.66042e-05 0.00113076 -0.000214595 -7.17596e-05 3.06159e-05 -9.82453e-05 -0.000561143 0.000259997 0.000713006 -7.33973e-05
internal_weight=0 3084 3062 3037 3016 2993 2961 150 116 92 58 2811 2779 2659 2639 2600 2572 2534 120 2494 2200 46 294 249 229 204 89 115 77 62
internal_count=3121 3084 3062 3037 3016 2993 2961 150 116 92 58 2811 2779 2659 2639 2600 2572 2534 120 2494 2200 46 294 249 229 204 89 115 77 62
is_linear=0
shrinkage=0.1


Tree=1507
num_leaves=31
num_cat=0
split_feature=130 121 33 9 8 4 12 3 1209 403 3 403 3 12 12 132 394 12 52 1213 1456 158 1446 394 15 4 16 12 1447 402
split_gain=0.000927879 0.00194773 0.00127855 0.000867496 0.0044349 0.000946647 0.0016478 0.000952113 0.00496228 0.00467705 0.00353083 0.00290534 0.00275691 0.00286047 0.00992507 0.00824412 0.0125988 0.00563937 0.00439152 0.0064377 0.00511621 0.00515348 0.00475568 0.00454103 0.00435559 0.00384035 0.00848043 0.00466378 0.00382498 0.0146104
threshold=-0.23647499999999996 -0.088279999999999983 -0.012019999999999998 0.091600000000000015 0.089885000000000007 0.62931500000000018 -0.23059999999999997 -0.082234999999999989 -0.087199999999999986 -0.53762499999999991 -0.082094999999999987 -0.52641999999999989 -0.082334999999999978 0.089210000000000025 0.089795000000000014 -0.083284999999999984 0.0016050000000000003 0.088615000000000013 0.087435000000000013 0.084705000000000016 -0.089834999999999984 0.10254000000000001 0.088645000000000015 -0.083854999999999999 0.08517000000000001 -0.081609999999999988 -0.076669999999999988 0.084405000000000022 -0.085684999999999997 0.10491500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 8 -8 -9 -11 -12 13 17 24 -16 -17 18 20 22 -10 23 25 -22 -15 26 -20 -27 -25 -30
right_child=1 2 3 4 -6 -7 7 9 12 10 11 -13 -14 14 15 16 -18 -19 19 -21 21 -23 -24 28 -26 27 -28 -29 29 -31
leaf_value=-0.00067894515173975382 0.00088347650412470109 -0.00068787810407768663 0.00073929627348358438 0.0015764006774406881 -0.00032184974552365022 -0.00056264404440298677 0.0014827369169021646 -0.0013377869684258518 -0.001484115921193734 -0.0012132556354627014 0.0011002327166194014 -3.1955812680356883e-05 0.0010127612539300962 0.0027526083253178514 0.0017914033203851433 8.2996332875971785e-05 -0.0024308043491189546 -0.0011261144163618869 -9.3560921959578999e-05 -0.0019531746417319833 0.0010825415628837286 0.0014415982791276827 0.0011900405344204047 0.00089824870526735193 0.00066560326027683922 0.0012868436541230907 -0.0025728253811724824 -0.0008206901495300588 4.0630543227192764e-05 -0.0024484213544637896
leaf_weight=20 25 27 30 20 32 30 24 28 20 25 23 1557 28 20 26 394 21 51 37 26 41 29 20 42 20 21 22 21 416 25
leaf_count=20 25 27 30 20 32 30 24 28 20 25 23 1557 28 20 26 394 21 51 37 26 41 29 20 42 20 21 22 21 416 25
internal_value=0 4.37888e-06 -2.76593e-06 3.30098e-06 0.000408247 -3.7251e-06 1.92625e-06 -5.60562e-06 5.81101e-05 -5.64846e-05 -3.41316e-05 -1.54746e-05 3.13984e-05 9.45094e-06 0.00020082 6.40139e-05 -4.4208e-05 -0.000109937 -3.79583e-05 -0.000525554 8.71317e-05 0.000143958 -0.000218792 7.2142e-05 0.00170911 -0.000497769 -0.00101803 0.000233077 -1.36269e-05 -0.000100472
internal_weight=0 3101 3076 3049 52 2997 2967 2937 1304 1633 1605 1580 1280 1252 481 441 415 771 720 147 573 553 121 524 40 101 59 42 483 441
internal_count=3121 3101 3076 3049 52 2997 2967 2937 1304 1633 1605 1580 1280 1252 481 441 415 771 720 147 573 553 121 524 40 101 59 42 483 441
is_linear=0
shrinkage=0.1


Tree=1508
num_leaves=31
num_cat=0
split_feature=132 132 132 133 376 39 130 0 1201 1203 15 1203 374 154 157 1419 1429 472 1429 1425 1425 51 13 0 483 483 42 3 4 156
split_gain=0.000776387 0.00201416 0.00160657 0.00108056 0.000844155 0.00113373 0.000874472 0.00396674 0.00151659 0.00104025 0.00947256 0.00214991 0.000844599 0.000849251 0.00267653 0.00135597 0.00151262 0.00219211 0.00127286 0.00121729 0.00150978 0.000977809 0.00283239 0.00290533 0.00229284 0.00206246 0.00319301 0.00468987 0.00227472 0.00190021
threshold=-0.44750499999999993 -0.41127499999999995 -0.26056499999999994 -0.54084999999999994 -0.23060999999999998 -0.083889999999999978 0.10859500000000001 -0.078704999999999983 -0.080364999999999978 0.089005000000000015 0.091650000000000023 0.086700000000000013 0.092550000000000007 0.084190000000000001 0.63604500000000008 0.10408000000000002 -0.23752499999999996 -0.19476999999999997 -0.094049999999999981 0.10034500000000002 0.084030000000000007 -0.14660499999999996 0.095120000000000024 -0.046359999999999991 0.080810000000000007 -0.096724999999999992 0.091295000000000015 -0.08323499999999999 -0.020529999999999996 0.094415000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 8 -8 -7 11 -11 12 13 14 15 16 -10 -18 -19 20 21 22 23 24 -20 26 27 28 -23 -27
right_child=1 2 3 4 5 6 7 -9 9 10 -12 -13 -14 -15 -16 -17 17 18 19 -21 -22 25 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00046170922711705019 0.00098139719727138668 -0.00079966479307040585 0.00070355605461042039 -0.00060333729564698174 0.00075519740348681816 0.0006919204264931978 -0.0011205387612790219 0.00058017064632925517 -0.00087439721566624946 -0.0014800225977193227 0.0012780110037419945 0.00099260170404291302 0.00063200095291471206 0.00060057535944076307 -0.0011622408783296123 0.00073190688923932621 0.00094993048229904768 -0.00075076865639699553 8.9032976957751772e-06 -0.00078084759530611342 0.00086780465440824636 0.00096233403310179715 0.00078426352314030136 -0.001370748237706721 -0.0010380662637404525 -2.5196131128301381e-05 -0.00060202722393331079 0.0018687061327420035 -0.00048167307686526329 0.00041207193231597422
leaf_weight=36 21 25 22 23 20 32 32 24 20 33 20 22 21 23 20 25 24 23 107 20 20 20 24 25 26 2238 21 26 24 104
leaf_count=36 21 25 22 23 20 32 32 24 20 33 20 22 21 23 20 25 24 23 107 20 20 20 24 25 26 2238 21 26 24 104
internal_value=0 5.38785e-06 -1.30151e-06 5.26614e-06 1.74203e-07 4.8104e-06 -2.35918e-07 -0.000391663 7.27605e-06 -3.1529e-07 -0.000439255 7.89643e-06 1.8974e-07 -4.56583e-06 -9.59591e-06 -1.20389e-06 -7.93709e-06 -1.52361e-06 -1.00505e-05 -3.63369e-06 2.26546e-06 -4.35434e-06 -0.000227931 -0.000381682 -0.000195767 1.23703e-05 0.000479454 0.000803898 0.000174694 -5.77859e-06
internal_weight=0 3085 3064 3039 3017 2994 2974 56 2918 2886 53 2833 2811 2790 2767 2747 2722 2702 2678 2655 2635 2615 182 158 133 2433 91 70 44 2342
internal_count=3121 3085 3064 3039 3017 2994 2974 56 2918 2886 53 2833 2811 2790 2767 2747 2722 2702 2678 2655 2635 2615 182 158 133 2433 91 70 44 2342
is_linear=0
shrinkage=0.1


Tree=1509
num_leaves=31
num_cat=0
split_feature=130 132 1204 132 133 13 4 12 12 403 0 2 0 133 0 1203 0 394 481 4 481 49 480 43 4 43 43 43 3 401
split_gain=0.000863503 0.00189642 0.0017251 0.000902169 0.000957998 0.0023773 0.00304024 0.00377979 0.00456511 0.00598699 0.00451508 0.0037083 0.00466069 0.00233633 0.0021903 0.00136653 0.00522783 0.00244923 0.00124335 0.00775079 0.00392662 0.00274302 0.00306583 0.00135339 0.00775182 0.00383429 0.003656 0.00381756 0.00232362 0.00167159
threshold=0.13302000000000003 -0.43443999999999999 0.057120000000000011 -0.40070499999999992 -0.14032999999999998 -0.011914999999999999 0.11275500000000001 0.092200000000000018 0.089795000000000014 0.104315 -0.081304999999999975 0.084755000000000011 -0.087184999999999985 -0.14868999999999996 -0.12333499999999999 0.089005000000000015 -0.081674999999999984 0.013605000000000001 -0.087424999999999989 -0.050494999999999991 -0.085894999999999985 0.084945000000000007 0.081520000000000023 0.062770000000000006 -0.074729999999999977 0.097930000000000017 0.055925000000000009 0.05259500000000001 -0.013929999999999998 -0.41128499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 9 11 -9 -5 -13 -7 -8 17 -17 18 19 -6 -20 22 -21 26 -25 -26 27 29 -27 -22
right_child=-2 2 -4 4 15 13 14 10 -10 -11 -12 12 -14 -15 -16 16 -18 -19 20 21 23 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=-0.00072691096129346995 0.00051679569478437772 -0.00067265811725519603 0.00088547336530279031 0.0021411979681579397 -0.0017392222202535527 -0.00088249714721718602 0.00028784276385392462 0.0024229300499428066 -0.0011103965447372981 -0.00067581118426225607 0.0004070992544293404 -0.00011322400461869769 0.0017519901922371771 0.00046551745967008171 -0.0011564553332781154 -0.0017101563712848085 0.00047213889825481757 0.00078956075579442685 0.0013900264608673752 0.0015365587880036662 0.00086345874455715118 -0.00073682420798355623 -8.7968178335219051e-05 -0.0015267703460458985 0.0011009450278167303 -0.00083235745586341986 0.00097286746298011993 -0.0013915713340975347 0.00051323218614838671 -1.2308054905040554e-05
leaf_weight=36 32 20 22 20 29 36 21 20 21 31 25 37 21 20 21 21 23 38 20 21 22 21 26 38 30 33 38 20 21 2337
leaf_count=36 32 20 22 20 29 36 21 20 21 31 25 37 21 20 21 21 23 38 20 21 22 21 26 38 30 33 38 20 21 2337
internal_value=0 -5.35366e-06 3.15471e-06 -3.24945e-06 1.19697e-06 0.00017983 0.000329738 0.000513109 0.000239677 0.000499783 0.00130302 0.000967006 0.000562112 -0.000401063 -0.000434306 -1.66142e-05 -0.000569411 -7.58556e-06 -1.89905e-05 -0.000370414 -5.66964e-06 0.000213342 0.000637884 -1.66637e-05 -0.00034163 0.000194505 -2.60776e-07 -1.58046e-05 -0.000309073 -4.14067e-06
internal_weight=0 3089 3053 3031 3011 273 217 175 130 109 45 78 58 56 42 2738 44 2694 2656 97 2559 68 47 2539 122 84 2417 2379 54 2359
internal_count=3121 3089 3053 3031 3011 273 217 175 130 109 45 78 58 56 42 2738 44 2694 2656 97 2559 68 47 2539 122 84 2417 2379 54 2359
is_linear=0
shrinkage=0.1


Tree=1510
num_leaves=31
num_cat=0
split_feature=123 123 16 155 15 13 16 11 11 156 155 42 475 42 483 1 1 1 160 42 16 15 402 402 133 4 3 52 483 15
split_gain=0.000781142 0.00139504 0.0010467 0.00301603 0.00301081 0.00477891 0.00529967 0.00126657 0.0019368 0.00295172 0.00230007 0.00153789 0.00113703 0.00120036 0.00305316 0.00436144 0.00983295 0.00707376 0.00283802 0.00282359 0.00251694 0.00253897 0.00251429 0.00314428 0.00634284 0.00307944 0.00574071 0.00346751 0.00215561 0.00491072
threshold=0.13162000000000004 0.11410500000000003 0.62682500000000008 0.12509500000000004 -0.067579999999999987 0.097995000000000013 0.6352000000000001 0.10553000000000001 0.095720000000000013 -0.14734999999999998 0.104145 0.090470000000000009 0.062280000000000009 0.097640000000000018 0.098395000000000024 0.090965000000000004 0.094090000000000021 0.084785000000000013 -1.0000000180025095e-35 0.096610000000000015 -0.067914999999999989 -0.089964999999999976 0.090045000000000014 -0.43418999999999991 0.41068500000000002 0.055260000000000011 -0.083489999999999995 0.08976000000000002 0.10761000000000003 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 6 -6 8 9 -1 12 -12 13 19 15 17 -17 22 -18 28 21 -20 23 -15 25 26 -25 -28 -11 -30
right_child=-2 -3 4 -5 5 -7 -8 -9 -10 10 11 -13 -14 14 -16 16 18 -19 20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0011826331861660342 -0.00062295102093514745 0.00079749767372215346 -0.0013247863430043928 0.0011492350260200708 -0.00046325952280312777 -0.0011738314946263058 0.0017077184250493618 0.00069456247057622439 -0.00084952910218379226 1.1422467901740738e-07 -0.00021598329767584802 -0.0012953650693155148 0.0005887476930211327 -0.00067777493537438138 0.0010672596755766255 -0.0023435138986401616 -0.0009846615934899698 0.0019502027616836129 0.00041922672149863707 -0.0011070290100178681 0.00091124009648670579 -0.00081872695862936478 -0.00079818948773512002 0.0012065352406352759 0.0020544711648571223 0.00113106012577191 -0.0016481565338009121 -3.6945958580712189e-05 -5.6642953899096354e-05 -0.0018864564411342146
leaf_weight=21 20 22 23 23 23 23 22 26 27 2320 33 22 33 27 34 21 24 25 37 24 35 30 24 23 22 26 22 34 55 20
leaf_count=21 20 22 23 23 23 23 22 26 27 2320 33 22 33 27 34 21 24 25 37 24 35 30 24 23 22 26 22 34 55 20
internal_value=0 4.01774e-06 -1.65182e-06 8.52323e-06 -0.000335751 -1.22482e-06 0.000598107 -3.25458e-07 -6.47282e-06 1.34398e-06 -7.23681e-06 -0.000647736 5.18472e-06 -1.68563e-06 0.000162561 7.46758e-05 -0.000340154 0.00037507 -6.26107e-06 -2.77587e-05 0.000223951 -0.000135081 0.000153844 0.000302212 0.000510556 0.000187069 -0.000123611 -0.000669922 -1.69434e-05 -0.000544593
internal_weight=0 3101 3079 2988 91 68 45 2965 2939 2912 2891 55 2836 2803 384 350 147 203 126 2419 102 67 178 154 127 105 79 56 2395 75
internal_count=3121 3101 3079 2988 91 68 45 2965 2939 2912 2891 55 2836 2803 384 350 147 203 126 2419 102 67 178 154 127 105 79 56 2395 75
is_linear=0
shrinkage=0.1


Tree=1511
num_leaves=31
num_cat=0
split_feature=130 10 42 10 15 49 1 49 43 157 1429 151 13 1 474 157 1446 457 133 12 50 12 453 150 148 2 12 159 159 158
split_gain=0.000945303 0.00182508 0.00235099 0.00175584 0.000986065 0.0012621 0.00211309 0.00135345 0.00221668 0.00103768 0.00601086 0.00374978 0.00261826 0.00410543 0.00632427 0.00288827 0.00131174 0.00147957 0.00238551 0.00257419 0.0022495 0.00192332 0.00297789 0.00185477 0.00197617 0.0016553 0.00227307 0.00151187 0.00174918 0.00165143
threshold=-0.23647499999999996 -0.38124499999999995 0.089390000000000011 -0.092019999999999977 0.19724500000000003 -0.14917999999999998 0.10871500000000002 -0.10069499999999999 -0.08076499999999999 -0.087424999999999989 0.057970000000000008 -0.55306499999999992 0.090705000000000008 0.10205500000000002 0.088820000000000024 -0.21128999999999998 0.11787500000000002 -0.011254999999999999 0.087625000000000022 0.084795000000000023 0.10124500000000002 0.08815000000000002 0.086430000000000021 0.12965000000000002 1.0000000180025095e-35 0.087995000000000004 0.083935000000000023 -0.47115499999999993 -0.46267499999999995 -0.45009999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 8 -7 10 12 -11 13 14 15 -9 17 18 20 -20 21 22 25 24 27 26 -13 -19 -29 -30
right_child=1 3 -4 4 -6 7 -8 9 -10 11 -12 16 -14 -15 -16 -17 -18 23 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00068529038806445901 -0.00010875566455069928 -0.00072994935255723474 0.0014061745256185533 -0.00096138592951533887 0.0005470938710707494 -4.1426757525186987e-05 0.00033400571264792235 -8.310638084957326e-05 0.0013369821896776558 0.001343223401567056 -0.0015261082194047049 0.00029711054929066455 -0.0008572534740848754 0.0013827905291691424 -0.0015301913181743161 0.00136377481976524 0.00073780254072820144 -0.00061031914481550064 0.0011864334373967722 -0.00018679003886402001 -0.0013512377091683448 0.00041663338275351895 0.00047581879189237955 0.00081159628414376325 -0.00095875900948331474 -0.0014700852929511003 -0.001210560294566676 0.00077171656678641032 -0.00088919605681439865 2.3365339680858735e-05
leaf_weight=20 20 33 21 34 33 28 20 37 20 21 30 20 26 25 22 22 24 38 20 43 25 28 22 29 21 27 20 31 20 2341
leaf_count=20 20 33 21 34 33 28 20 37 20 21 30 20 26 25 22 22 24 38 20 43 25 28 22 29 21 27 20 31 20 2341
internal_value=0 4.41979e-06 0.000667184 -4.46039e-06 3.44881e-06 -2.54327e-06 -0.000481611 6.25594e-06 0.00053291 -2.48521e-06 -0.000248384 1.21066e-05 4.20081e-05 0.000262582 -8.31617e-05 0.000456409 1.78783e-06 -4.79107e-06 -0.000262984 0.000249154 -0.000490201 -0.000306218 -0.000533632 1.65515e-05 7.14463e-06 -0.000865094 -0.000456725 1.54919e-05 2.54338e-05 1.5635e-05
internal_weight=0 3101 41 3060 3027 2994 54 2940 48 2892 162 2730 132 106 81 59 2709 2685 205 63 142 117 89 2480 2451 67 40 2430 2392 2361
internal_count=3121 3101 41 3060 3027 2994 54 2940 48 2892 162 2730 132 106 81 59 2709 2685 205 63 142 117 89 2480 2451 67 40 2430 2392 2361
is_linear=0
shrinkage=0.1


Tree=1512
num_leaves=31
num_cat=0
split_feature=130 10 2 2 142 149 149 105 33 10 15 0 0 0 0 1212 402 13 0 132 400 481 42 133 1 12 401 401 15 16
split_gain=0.000765696 0.00147832 0.00196507 0.00144351 0.000975345 0.00162408 0.000997395 0.00126224 0.00141906 0.00104622 0.000845281 0.00284505 0.0130564 0.00701788 0.00591396 0.00629468 0.0068266 0.00584263 0.00380581 0.00716453 0.0135647 0.00343188 0.00261852 0.00308561 0.00700247 0.00285828 0.00248598 0.00754311 0.00211258 0.0118792
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 0.16394500000000004 -0.06316999999999999 0.10022500000000002 0.089830000000000007 0.079510000000000011 -1.0000000180025095e-35 -0.084119999999999986 0.085465000000000013 -0.086284999999999987 -0.086934999999999985 -0.084509999999999988 -0.082974999999999979 0.088215000000000016 0.0043800000000000011 -0.085669999999999982 -0.082394999999999982 -0.083284999999999984 -0.082199999999999981 -0.074219999999999994 0.090395000000000017 -0.0084449999999999994 0.077565000000000009 0.085635000000000003 0.11444000000000001 0.10711000000000001 0.035560000000000008 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 8 -6 -10 26 12 22 17 15 16 -15 -13 -16 -20 -21 -22 23 25 -25 -12 27 28 -11 -30
right_child=1 3 -4 -5 5 -7 -8 -9 9 10 11 13 -14 14 18 -17 -18 -19 19 20 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00061676136509049686 -7.5154813765991664e-05 0.00069928977871313702 0.0013098673662170768 -0.00065196943880223182 0.00072703151756151659 -0.00083845334694437358 0.00064714672710882348 -0.00077264725918038983 0.00059634862138472245 6.1376478256574268e-06 0.00055532727667014111 -0.0020237186040321831 0.0026003382789591949 0.0026913308744462069 -0.0011130295958476685 -0.00050995642377529295 0.00026720713491765007 -0.00016747154922296223 0.0014281915696171513 -0.0022323417830867349 0.0012112514234613628 8.6540681336110464e-06 -0.00061501015055303774 0.0018379440280114068 -0.000146719738986576 -0.0010633409680546417 0.00096780982227452714 -0.0017160526291398262 -0.0026446467725327241 -9.7678765336207246e-05
leaf_weight=20 21 20 20 34 27 23 24 21 29 1695 20 30 24 26 30 20 21 39 35 27 25 467 39 32 40 24 24 27 20 217
leaf_count=20 21 20 20 34 27 23 24 21 29 1695 20 30 24 26 30 20 21 39 35 27 25 467 39 32 40 24 24 27 20 217
internal_value=0 3.97781e-06 0.000600466 -4.01435e-06 3.26605e-06 -1.36485e-06 5.0894e-06 -1.18225e-07 5.4036e-06 -1.28962e-06 -7.30333e-06 7.31298e-05 0.000429913 -1.55706e-05 8.60709e-05 0.000975923 0.00160821 -0.000974535 -1.60183e-05 4.33867e-05 -5.00009e-05 6.97617e-05 9.38477e-05 0.000332171 0.000735353 -0.000327583 -4.3768e-05 -5.6161e-05 -3.29637e-05 -0.000312613
internal_weight=0 3101 41 3060 3026 3006 2983 2959 2938 2911 2882 899 179 720 651 67 47 69 584 554 519 492 155 116 72 44 1983 1959 1932 237
internal_count=3121 3101 41 3060 3026 3006 2983 2959 2938 2911 2882 899 179 720 651 67 47 69 584 554 519 492 155 116 72 44 1983 1959 1932 237
is_linear=0
shrinkage=0.1


Tree=1513
num_leaves=31
num_cat=0
split_feature=400 4 133 399 133 1211 1211 13 1212 1212 403 2 403 403 132 1186 1211 1211 1213 42 4 3 1210 2 129 43 0 128 13 129
split_gain=0.000798766 0.00173981 0.0011699 0.0008427 0.00119612 0.000812965 0.00222882 0.00216354 0.00133361 0.00133828 0.00130815 0.00468373 0.00257173 0.00151433 0.00124991 0.0151431 0.014452 0.00188507 0.00182278 0.00195987 0.00228739 0.00161184 0.00109393 0.00324401 0.00111124 0.00205446 0.00264533 0.00212719 0.00474803 0.00143561
threshold=0.11741500000000001 -0.068329999999999988 -0.54084999999999994 -0.087464999999999987 -0.52400999999999998 0.11817500000000002 0.11088500000000003 -0.068269999999999983 0.11579500000000002 0.10654500000000001 -0.5492149999999999 0.083935000000000023 -0.53762499999999991 -0.52917499999999984 -0.083284999999999984 1.0000000180025095e-35 0.091735000000000011 0.085965000000000014 0.085835000000000009 -0.018024999999999996 0.010840000000000001 -0.088784999999999989 -0.08453999999999999 0.084755000000000011 0.090795000000000015 -0.095049999999999982 -0.074824999999999989 0.10378000000000003 -0.0065549999999999992 0.088075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 8 -7 9 10 11 -6 -12 -14 15 18 17 22 19 20 -15 -21 23 -16 29 -26 27 28 -27 -24
right_child=1 -3 3 4 5 7 -8 -9 -10 -11 12 -13 13 14 16 -17 -18 -19 -20 21 -22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00067371872316401165 0.00021551374287810177 -0.0011035049991915003 0.0005188090084571271 -0.0007760208693980531 -0.00039546909887576474 0.0011576042804379194 -0.0009869488080173894 -0.00026143799557096578 0.00061489009248491913 -0.00072031939391588545 -0.000945103617602305 0.0016303251475273145 0.00074675011742834213 0.00012834913099604641 0.00030365738784894348 0.0027695080952807555 -0.0026353796179007208 0.0009202931118621068 -0.00088189931632950904 -3.0331896795403391e-05 -0.0010555385348804218 0.001194494306764682 -6.8112226441147345e-06 -0.0012325909579414185 -0.00027258302582962876 0.0017289806478878575 0.0013959445258548771 -0.00052552123600617048 -0.00031067107571288946 -0.00067102335266430279
leaf_weight=26 20 20 31 20 25 21 23 22 35 26 29 21 27 51 28 21 21 22 25 21 24 22 2336 27 47 21 26 25 25 33
leaf_count=26 20 20 31 20 25 21 23 22 35 26 29 21 27 51 28 21 21 22 25 21 24 22 2336 27 47 21 26 25 25 33
internal_value=0 -0.000443996 5.76431e-06 7.95895e-08 -5.23807e-06 -1.06363e-07 -6.3754e-06 0.000431583 1.30097e-06 -6.09676e-06 3.57805e-07 0.00052935 -8.23762e-06 1.45871e-06 -5.79277e-06 0.000261994 -2.26128e-05 -1.42816e-06 -0.000106243 5.80914e-05 -0.000250495 0.000596323 -9.32453e-06 -0.000450501 3.3114e-07 0.000270048 0.000532973 0.000216955 0.000620474 -1.60636e-05
internal_weight=0 40 3081 3055 3024 3004 2961 43 2938 2903 2877 46 2831 2802 2775 164 2611 2590 143 118 75 43 2568 55 2513 144 97 71 46 2369
internal_count=3121 40 3081 3055 3024 3004 2961 43 2938 2903 2877 46 2831 2802 2775 164 2611 2590 143 118 75 43 2568 55 2513 144 97 71 46 2369
is_linear=0
shrinkage=0.1


Tree=1514
num_leaves=31
num_cat=0
split_feature=132 15 1213 393 0 16 15 13 0 1211 403 1213 4 2 1212 1212 3 1212 1212 2 1212 1209 52 403 1210 4 3 3 3 484
split_gain=0.000734961 0.00203912 0.00418234 0.00515192 0.00205921 0.00371481 0.00211468 0.00375071 0.00189206 0.001087 0.00261364 0.00428128 0.00258565 0.00430399 0.00112315 0.00185636 0.00393451 0.00183957 0.00175064 0.00446225 0.00348793 0.0013737 0.0040612 0.00179668 0.00466794 0.00176425 0.00105665 0.00430348 0.00287884 0.00231551
threshold=-0.083174999999999985 0.091295000000000015 0.087530000000000011 0.10317000000000003 -0.073309999999999986 -0.046599999999999996 -0.10653 -0.015874999999999997 -0.082394999999999982 0.087635000000000005 1.0000000180025095e-35 -0.020279999999999996 -0.07712999999999999 0.084715000000000013 0.11796000000000001 0.094820000000000002 -0.086049999999999988 0.091685000000000016 0.087615000000000012 0.084885000000000002 0.087210000000000024 0.087170000000000011 0.088005000000000014 -0.5492149999999999 -0.091799999999999979 -0.078629999999999992 -0.094299999999999981 -0.096099999999999977 -0.091869999999999993 0.088000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9 14 11 -11 13 -13 15 17 -17 18 20 -20 21 23 25 -2 -25 -23 27 29 -28 -26
right_child=9 -3 -4 -5 -6 -7 7 8 -10 10 -12 12 -14 -15 -16 16 -18 -19 19 -21 -22 22 -24 24 26 -27 28 -29 -30 -31
leaf_value=0.00069307220773771406 0.00066953125014582561 -0.00091385424384498042 0.0013168794923694804 -0.0016397482353072105 -0.00082703531440347445 0.0012846667241925994 -0.0013983055977102293 0.00066780405426730542 -0.00057145557736723942 0.0018060598644131624 -0.00038660237929807645 -0.0012396247070600194 0.0010637079142843898 0.00071681462475918013 0.0007468867744319141 0.00014786615812530123 -0.0016127924429549076 0.00089669405513078618 -0.0015872291323224394 0.00020482692846351052 0.0013260094006545843 -0.00067524153316669442 0.0013809875248365902 -0.0012427381187256788 0.00011840332177752457 0.00045768123083170009 -0.0010852472574697459 0.0012857342185452582 -2.5998158063511933e-05 -0.00069826371679817774
leaf_weight=25 38 32 20 22 25 24 24 28 22 22 39 22 23 23 20 30 22 23 24 33 20 27 28 31 402 28 26 30 1950 38
leaf_count=25 38 32 20 22 25 24 24 28 22 22 39 22 23 23 20 30 22 23 24 33 20 27 28 31 402 28 26 30 1950 38
internal_value=0 -0.000175361 -5.09831e-05 -0.000211908 3.3838e-07 0.000168504 -0.000102081 -0.000370714 0.00012253 1.34288e-05 0.000297179 0.000593484 0.000201181 -0.000239667 2.14455e-07 -5.21589e-06 -0.000597028 6.19042e-06 -1.46625e-06 -0.000549723 1.04706e-05 3.43269e-07 0.000400617 -1.28666e-05 -2.33353e-05 -9.84809e-05 -7.88091e-06 0.000126885 -3.99356e-05 4.7873e-05
internal_weight=0 222 190 170 148 123 99 74 50 2899 129 90 68 45 2770 2750 52 2698 2675 57 2618 2598 83 2515 2477 55 2446 470 1976 440
internal_count=3121 222 190 170 148 123 99 74 50 2899 129 90 68 45 2770 2750 52 2698 2675 57 2618 2598 83 2515 2477 55 2446 470 1976 440
is_linear=0
shrinkage=0.1


Tree=1515
num_leaves=31
num_cat=0
split_feature=402 130 132 1204 401 1209 401 2 1213 12 12 402 390 1186 403 12 13 1212 1213 1210 1210 1212 1213 1213 1209 1212 132 132 393 16
split_gain=0.000850537 0.000792011 0.00187716 0.00150919 0.00087366 0.00105494 0.00133133 0.00247331 0.002839 0.0033371 0.00517382 0.00433805 0.00132982 0.00163684 0.00122863 0.00316229 0.0029366 0.00134836 0.00150254 0.00167328 0.00157377 0.00121785 0.00187091 0.00132222 0.00110645 0.00229865 0.00114846 0.00915888 0.00957258 0.00255605
threshold=0.31278000000000006 0.13302000000000003 -0.43443999999999999 0.053645000000000005 0.13485500000000003 -0.089214999999999989 0.087110000000000007 0.093840000000000021 -0.15413999999999997 0.086095000000000019 0.088485000000000022 0.092300000000000007 0.089375000000000024 0.090275000000000008 0.098420000000000021 0.093765000000000015 -0.015039999999999998 -0.089079999999999979 -0.13252999999999998 -0.095909999999999981 -0.083289999999999989 0.12799000000000002 0.27327000000000007 -0.088569999999999996 -0.067109999999999989 -0.009474999999999999 -0.085099999999999981 -0.083284999999999984 0.11146500000000002 -0.046599999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 12 8 -8 11 -11 -10 13 14 17 16 -16 -7 -19 -20 -21 22 23 -22 -25 -26 29 -28 -29 -27
right_child=-2 -3 3 -5 -6 6 7 -9 9 10 -12 -13 -14 -15 15 -17 -18 18 19 20 21 -23 -24 24 25 26 27 28 -30 -31
leaf_value=-0.00072731281292767063 0.0006342651255960975 0.0004906260959614883 -0.00055591337441001092 0.00080602986171193758 -0.00058426898993695021 0.00076007826213279504 0.0013051309371576282 -0.00039574755383433685 0.0019718688254943117 -0.0015141799911535124 0.00043269997251440943 -0.00011093082212028095 -0.00078689631984823138 0.00076845946885576409 -0.00025503527887505356 0.0005945886335963303 -0.001735595731242072 0.00085450886879698371 -0.00092673260311130438 0.0008149849533725976 0.00079380544601008289 -0.00062895763221604284 0.00093179555731781193 0.00059152601808881602 -0.00089977143943542615 -0.00066405140430045632 0.0019393136225213919 -5.2264766978876697e-06 -0.0022025898602441884 0.00037089142216635606
leaf_weight=36 21 32 34 23 26 23 32 42 20 21 39 20 22 27 37 23 21 20 20 23 20 32 21 29 30 75 24 2273 20 35
leaf_count=36 21 32 34 23 26 23 32 42 20 21 39 20 22 27 37 23 21 20 20 23 20 32 21 29 30 75 24 2273 20 35
internal_value=0 -4.29663e-06 -9.4588e-06 -9.35464e-07 -7.10369e-06 -2.07309e-06 4.31232e-06 0.000272638 0.000485307 0.000222963 -0.000248708 0.000930469 -1.25124e-05 -6.32413e-06 -1.39981e-05 -0.000397633 -0.0007911 -2.2497e-06 -8.93678e-06 -1.55736e-05 -8.51579e-06 -1.59173e-05 -8.15425e-06 -1.60309e-05 -2.25461e-05 -2.9794e-05 -1.90403e-05 -4.05181e-06 -2.43923e-05 -0.000334751
internal_weight=0 3100 3068 3032 3009 2983 2949 174 132 100 60 40 2775 2753 2726 81 58 2645 2622 2602 2582 2559 2527 2506 2486 2457 2427 2317 2293 110
internal_count=3121 3100 3068 3032 3009 2983 2949 174 132 100 60 40 2775 2753 2726 81 58 2645 2622 2602 2582 2559 2527 2506 2486 2457 2427 2317 2293 110
is_linear=0
shrinkage=0.1


Tree=1516
num_leaves=31
num_cat=0
split_feature=402 43 130 130 2 401 1213 401 1212 1212 402 4 1212 402 132 132 1 1212 1212 13 1211 401 12 0 148 133 402 12 42 3
split_gain=0.000688935 0.000725059 0.0018479 0.00175753 0.00163439 0.000781401 0.00228159 0.00216327 0.00109683 0.00269268 0.00182694 0.00595781 0.00217898 0.00177982 0.00103051 0.00214649 0.00218669 0.00104805 0.00411582 0.00327417 0.0014282 0.00125997 0.00224945 0.00352064 0.00151163 0.0011603 0.00459857 0.00407653 0.001209 0.00249278
threshold=0.31278000000000006 -0.51144999999999985 -0.22461999999999996 -0.14750499999999997 0.08839000000000001 0.11602000000000001 -0.084954999999999989 0.11061500000000002 0.14135500000000004 0.12799000000000002 0.11174500000000002 -0.080744999999999997 0.11137000000000001 0.10668000000000001 -0.44750499999999993 -0.41127499999999995 0.16540500000000002 -0.087464999999999987 -0.063924999999999996 -0.088464999999999988 0.10636500000000002 -0.06959499999999999 0.12757000000000002 -0.050064999999999991 0.10090000000000002 0.51114000000000004 -0.26602499999999996 0.093765000000000015 -0.093284999999999993 -0.042499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 7 -7 8 9 10 12 -12 13 14 -5 -16 17 19 -19 -17 21 -20 24 -24 25 26 -23 -27 29 -28
right_child=-2 2 3 5 -6 6 -8 -9 -10 -11 11 -13 -14 -15 15 16 -18 18 20 -21 -22 22 23 -25 -26 27 28 -29 -30 -31
leaf_value=-0.00023915166602819229 0.0005708385458482164 -0.00080463011444690299 0.00093176066875457766 -0.00072935816468088898 0.00088543899213878573 0.00014821429576841185 -0.0010167554083605425 0.0010103589137240002 0.00063834704028872347 -0.0010917603193893624 0.00034526961993564063 -0.0019318994920831758 0.00075702507265783714 0.00072463368807361948 0.00099818670811752477 -0.0010784940508061223 -0.0010332011717504687 0.0012074934314504002 0.00073238857794026644 0.00027072248615425183 -0.00079596454945757343 0.0014096333230238247 0.00017870558159691947 -0.0016524116494803735 0.00079092215310083702 0.00048766131163574761 0.00010322332578767288 -0.0015071991675843796 -3.3162694424649699e-05 0.0012510690505483323
leaf_weight=24 21 29 20 20 28 40 29 21 26 23 27 20 38 33 21 35 21 28 23 37 23 23 21 21 24 20 191 21 2192 21
leaf_count=24 21 29 20 20 28 40 29 21 26 23 27 20 38 33 21 35 21 28 23 37 23 23 21 21 24 20 191 21 2192 21
internal_value=0 -3.86696e-06 -1.01838e-05 -2.55249e-06 0.000366397 -8.78332e-06 -0.000341411 -9.50115e-07 -8.25073e-06 -1.4082e-05 -5.41535e-06 -0.000623739 4.91568e-06 -5.38348e-06 -1.41692e-05 -8.91436e-06 -1.67445e-05 -8.7797e-06 1.6108e-06 -0.000385147 -1.14763e-05 -4.41989e-06 -1.11076e-05 -0.000736853 1.12409e-06 -6.55628e-06 2.3556e-06 -0.000534096 -1.11084e-05 0.000216925
internal_weight=0 3100 3048 3019 52 2999 69 2930 2909 2883 2860 47 2813 2775 2742 2722 2701 2680 2608 72 2580 2557 2534 42 2492 2468 2427 41 2404 212
internal_count=3121 3100 3048 3019 52 2999 69 2930 2909 2883 2860 47 2813 2775 2742 2722 2701 2680 2608 72 2580 2557 2534 42 2492 2468 2427 41 2404 212
is_linear=0
shrinkage=0.1


Tree=1517
num_leaves=31
num_cat=0
split_feature=50 1209 132 1211 1210 0 0 42 131 42 50 474 42 0 0 12 0 480 3 160 16 402 402 1447 15 160 160 43 12 42
split_gain=0.000740032 0.00684591 0.0048078 0.00757411 0.00549908 0.00206835 0.00298007 0.00287872 0.00547066 0.00342323 0.00287706 0.00211124 0.0033954 0.0034807 0.00213231 0.00200379 0.00179496 0.00175962 0.00490925 0.00573734 0.00411387 0.00296477 0.00902968 0.00396226 0.00845002 0.00235294 0.00182241 0.00179157 0.00195986 0.00176368
threshold=0.089465000000000017 -0.089214999999999989 -0.083284999999999984 0.11013500000000002 -0.062079999999999989 -0.14226499999999997 -0.097024999999999986 0.088200000000000014 0.089005000000000015 0.089535000000000017 0.10284500000000001 0.088125000000000009 0.084895000000000012 -0.089964999999999976 -0.08824499999999999 0.092995000000000008 -0.073574999999999988 0.086995000000000017 -0.085709999999999995 -0.063384999999999983 -0.040964999999999994 0.10874500000000002 0.11375000000000002 -0.085644999999999985 0.089165000000000008 -0.54200499999999985 -0.50170999999999988 -0.0061399999999999988 0.089885000000000007 0.087825000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 -7 8 11 -9 -11 12 13 -8 -14 -12 -17 21 -19 20 -20 23 -23 24 -3 -25 -27 -24 -29 -28
right_child=2 17 3 -5 5 6 7 9 -10 10 15 -13 14 -15 -16 16 -18 18 19 -21 -22 22 27 25 -26 26 29 28 -30 -31
leaf_value=-0.0013915373568630053 0.0013157396528479313 -0.0023940067777099712 0.0017562025855295362 -0.0014562018041033298 0.00086418610104980564 -0.00099201016081289207 0.0012249062642116439 -0.0014762770074109237 0.0018150825417424564 -0.0011079658792534082 0.00070640794956722329 -0.00056275845461248146 0.00033294788969215008 -0.00012685372680671593 0.0017757014647941105 -0.00075977660488770827 0.00045418099145449347 -0.0017276978543536228 0.00011901746659922148 0.0010466957340888199 -0.0014915613549889933 0.0022859078707963064 0.00049484058981761334 0.0009047464339126802 0.00041040688811335715 -0.00083415451226755979 -4.8119445213200275e-05 -0.0011349392963893479 0.00026501126820221548 0.00014916177696412447
leaf_weight=36 31 21 20 32 30 28 22 21 21 22 39 37 20 142 21 29 21 22 35 31 29 23 43 29 22 26 1595 20 20 633
leaf_count=36 31 21 20 32 30 28 22 21 21 22 39 37 20 142 21 29 21 22 35 31 29 23 43 29 22 26 1595 20 20 633
internal_value=0 -2.21733e-05 0.000106937 3.27328e-05 0.000133464 6.18201e-05 4.91467e-06 7.55828e-05 0.000266837 -0.000305476 -8.39735e-05 0.000132485 0.000257968 5.44799e-05 0.00107192 0.000169148 -0.000249914 -2.83353e-06 -0.000381636 -6.99168e-05 -0.000610776 1.53901e-05 0.000532599 -8.18e-06 -0.00095919 9.73216e-06 -1.78311e-06 4.6742e-05 -0.000434964 7.93038e-06
internal_weight=0 2585 536 505 473 453 423 395 263 132 111 242 205 164 41 89 50 2549 117 95 64 2432 106 2326 43 2283 2254 83 40 2228
internal_count=3121 2585 536 505 473 453 423 395 263 132 111 242 205 164 41 89 50 2549 117 95 64 2432 106 2326 43 2283 2254 83 40 2228
is_linear=0
shrinkage=0.1


Tree=1518
num_leaves=31
num_cat=0
split_feature=132 393 1185 13 13 1203 402 132 398 398 2 0 2 1211 1212 16 402 1446 481 403 42 16 2 157 0 42 52 0 3 131
split_gain=0.000819508 0.00179869 0.00141829 0.00101198 0.00489588 0.0014607 0.00227619 0.00198016 0.00231687 0.00139343 0.000930109 0.0060045 0.00349232 0.00302825 0.00591543 0.00322377 0.00510433 0.00375889 0.00988379 0.00708189 0.00598973 0.00478782 0.00775149 0.0046704 0.00413568 0.00940958 0.022671 0.00461801 0.00836737 0.0045405
threshold=-0.083174999999999985 0.10389500000000002 -0.083264999999999992 0.0036400000000000004 0.056795000000000005 0.084795000000000023 0.086535000000000015 -0.097939999999999985 0.10586000000000002 0.083190000000000014 0.08647500000000001 -0.23001499999999997 0.086825000000000013 0.11789500000000001 0.11387000000000001 -0.087989999999999985 -0.085859999999999978 0.083715000000000026 -0.086484999999999992 -0.54448499999999989 0.11603500000000001 -0.021269999999999997 0.083995000000000014 -0.086284999999999987 -0.082724999999999979 0.090310000000000015 0.088005000000000014 -0.10324499999999999 -0.080104999999999996 0.089005000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 7 -7 8 9 -1 11 -4 -12 14 15 16 -13 19 -19 -17 23 -20 -23 -21 25 26 27 -25 29 -29
right_child=2 -3 10 4 -6 6 -8 -9 -10 -11 12 13 -14 -15 -16 17 -18 18 21 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00024772089606043526 0.00083301029600469127 -0.00087876320094437688 0.0017956455072271637 -0.0016814485547365623 0.00026049563508619226 0.0013068574846589142 -0.0001486593902386217 -0.0010238747473340481 0.0010140261554624885 -0.00080894095353869491 -0.0011261646844575117 0.0018210676820239143 -1.9484264563991295e-05 0.0011359037244692445 -0.0016812181886052713 -0.0018324519209272695 0.00021088890614457401 0.0023315002243338235 0.0010870602665818297 0.00091888796988104544 0.0015782402203123121 -0.0017938056092064543 0.00082479784614406535 0.00088437645387481705 2.601305937467637e-06 0.0011609317612185676 -0.0037469123692616176 3.6078685361738366e-05 -0.0022383374547644054 -0.0015551331685855986
leaf_weight=26 21 32 20 20 37 21 22 20 20 24 29 21 1704 25 20 24 315 23 24 39 21 26 20 24 347 28 23 97 26 22
leaf_count=26 21 32 20 20 37 21 22 20 20 24 29 21 1704 25 20 24 315 23 24 39 21 26 20 24 347 28 23 97 26 22
internal_value=0 -0.000185173 1.41802e-05 -6.83576e-05 -0.000420888 8.2727e-05 0.000562174 -0.000146342 0.000104381 -0.000259477 8.20539e-06 7.81442e-05 -3.80034e-05 4.76108e-05 2.28769e-05 5.44342e-05 0.000311525 -6.16714e-05 0.000533021 -0.000146627 -8.20982e-05 -5.79078e-05 -0.000655282 -0.000139635 -0.000212443 -0.000551627 -0.000801375 -0.000400503 -0.000613173 -0.000258095
internal_weight=0 222 2899 190 57 133 43 90 70 50 2878 1145 1733 1125 1100 1080 336 744 93 651 627 70 46 606 567 220 192 169 145 119
internal_count=3121 222 2899 190 57 133 43 90 70 50 2878 1145 1733 1125 1100 1080 336 744 93 651 627 70 46 606 567 220 192 169 145 119
is_linear=0
shrinkage=0.1


Tree=1519
num_leaves=31
num_cat=0
split_feature=132 1203 2 1213 3 132 52 130 12 393 2 1176 51 51 51 51 1375 51 43 42 52 1375 1375 1375 484 14 481 13 403 402
split_gain=0.000663801 0.00169286 0.00193277 0.00353428 0.00252258 0.00289001 0.00224241 0.00203192 0.00139891 0.00128222 0.00505512 0.00119895 0.000951529 0.00422898 0.00368613 0.00327413 0.00258648 0.00285004 0.0171784 0.00484853 0.0021579 0.00730927 0.00520029 0.00390168 0.00360466 0.00354465 0.0033191 0.0081687 0.00538712 0.00301231
threshold=-0.083174999999999985 0.089005000000000015 0.088745000000000004 0.0065300000000000002 -0.073309999999999986 -0.41094499999999995 0.08709500000000002 0.0029050000000000005 0.087925000000000017 0.098330000000000015 0.088055000000000008 0.085295000000000024 0.094075000000000006 0.096070000000000016 0.090560000000000015 0.089355000000000004 0.097315000000000026 0.078435000000000019 -1.0000000180025095e-35 0.086555000000000007 -0.020999999999999994 -0.15308499999999997 -0.15308499999999997 -0.090674999999999992 -0.09849999999999999 -0.24175999999999997 -0.087424999999999989 -0.081224999999999978 -0.55327499999999985 0.13924000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 7 8 -1 11 -11 12 14 -14 15 16 17 20 19 -19 22 -22 -2 -23 -25 -26 27 -27 -28 -30
right_child=9 -3 3 -5 5 -7 -8 -9 -10 10 -12 -13 13 -15 -16 -17 -18 18 -20 -21 21 23 -24 24 25 26 28 -29 29 -31
leaf_value=0.00019193950242229872 -0.0016998894102427933 -0.00090876682176409913 -0.00081089725343710083 0.0013763429667133925 0.001280742209055461 -0.00039890177902721221 -0.0010709549797954219 0.00069804770828341134 -0.00088776527320045975 0.0016073080515277317 -0.00058935806853696712 0.00065585064917935863 0.0014673752931032694 5.9352514614568092e-05 -0.001013094185524293 0.0010487681331016636 0.00097202110516193981 0.0016496036534330676 -0.0026933285627120107 -0.00047470758647911928 0.0019551659317221491 -0.0013565312011633069 -0.00010477265146447752 0.0010243101475754049 0.0013150987353929807 -0.0020926019710411007 0.0016228675526300713 0.00064381457159470303 3.1296729758298393e-05 -0.00096553275061230502
leaf_weight=21 21 27 28 22 20 21 31 24 28 22 20 28 23 294 37 29 26 21 26 22 20 20 764 37 21 24 21 20 1372 31
leaf_count=21 21 27 28 22 20 21 31 24 28 22 20 28 23 294 37 29 26 21 26 22 20 20 764 37 21 24 21 20 1372 31
internal_value=0 -0.000166656 -6.39017e-05 0.000272663 -7.9235e-05 0.000420437 -0.000358396 -5.58021e-05 -0.000425035 1.27622e-05 0.000561277 4.69861e-06 -1.74617e-06 0.000161512 -2.23484e-05 -7.53725e-06 -2.00609e-05 -3.07196e-05 -0.00066418 0.000562747 -1.21281e-05 5.5703e-05 -0.000147445 3.11304e-05 4.93173e-05 2.50898e-05 6.63601e-06 -0.000848776 3.30673e-05 9.27127e-06
internal_weight=0 222 195 91 69 41 104 73 49 2899 42 2857 2829 317 2512 2475 2446 2420 69 43 2351 1566 785 1546 1526 1489 1468 44 1424 1403
internal_count=3121 222 195 91 69 41 104 73 49 2899 42 2857 2829 317 2512 2475 2446 2420 69 43 2351 1566 785 1546 1526 1489 1468 44 1424 1403
is_linear=0
shrinkage=0.1


Tree=1520
num_leaves=31
num_cat=0
split_feature=1210 151 157 484 157 157 1429 51 49 42 4 2 160 1 16 43 43 151 13 151 0 3 0 133 0 51 0 34 4 9
split_gain=0.000755529 0.000656187 0.00223262 0.00506439 0.00525868 0.00420059 0.00390422 0.00359738 0.00347392 0.00181309 0.00255501 0.00281194 0.00288287 0.00414028 0.00346859 0.00168241 0.00154551 0.00152224 0.00305639 0.00316057 0.00246652 0.0012756 0.00281926 0.00475966 0.00315095 0.00336688 0.00318172 0.00394142 0.00346063 0.00290964
threshold=-0.42132499999999995 -0.080994999999999998 -0.087424999999999989 0.091180000000000011 -0.086244999999999988 -0.081579999999999986 0.083985000000000018 -0.013439999999999999 -0.009329999999999998 0.089390000000000011 -0.020529999999999996 0.10699500000000002 0.086325000000000013 0.10124500000000002 -0.0094449999999999968 -0.10603999999999998 -0.081674999999999984 -0.039414999999999999 -0.081224999999999978 -0.079059999999999978 -0.24955499999999997 -0.094299999999999981 0.10455500000000001 0.087170000000000011 0.047850000000000011 -0.12463499999999998 1.0000000180025095e-35 -0.057544999999999992 0.41257000000000005 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 -7 10 -9 12 13 16 -14 -11 -12 18 -3 -20 -19 -22 24 -24 26 -26 27 28 -23 -29
right_child=1 17 3 -5 5 7 -8 9 -10 15 11 -13 14 -15 -16 -17 -18 20 19 -21 21 22 23 -25 25 -27 -28 29 -30 -31
leaf_value=0.0005475316755473614 -0.00080489752337598486 0.00023514211039227809 -0.0014584784251859501 0.0015774192963969353 0.0019785036431605239 -0.0015128761210858269 0.00018989713884925901 0.0013198993538263376 0.00015955905166819043 0.00040021179523873373 -0.00042818315372231505 0.00094433763267424628 0.0012552378728287296 -0.0016221478721314771 -0.00029233445155633881 -0.00072605702112519394 0.00065371851517778386 0.0010461075464263559 -5.4702812606895658e-05 -0.0015943231790636978 0.00013576896721485837 0.0018770958587992937 -0.0019750467977428343 0.00018048909204524188 -0.00013848289179251247 0.0015079840189880797 -0.0009593924602469136 -4.2460243718527683e-05 1.681867754086852e-05 -0.0011739362739520047
leaf_weight=25 25 41 21 24 23 27 26 23 23 21 31 39 30 21 28 36 23 22 24 30 449 20 20 21 23 27 38 1917 20 23
leaf_count=25 25 41 21 24 23 27 26 23 23 21 31 39 30 21 28 36 23 22 24 30 449 20 20 21 23 27 38 1917 20 23
internal_value=0 -4.42129e-06 0.000111626 0.000169487 7.86528e-05 0.000170618 0.00102945 3.12714e-05 -0.000743556 0.000185007 0.000330028 0.000197661 -2.12894e-05 -0.00043071 0.000508134 -0.000311116 3.26268e-05 -2.26851e-05 -0.000415808 -0.000910047 -8.2097e-06 -1.72773e-05 -4.98604e-05 -0.000870992 -3.35807e-05 0.000750609 -5.30106e-05 -3.56154e-05 0.000946957 -5.58747e-05
internal_weight=0 3096 421 396 372 351 49 302 50 252 195 172 133 75 58 57 54 2675 95 54 2580 2558 2109 41 2068 50 2018 1980 40 1940
internal_count=3121 3096 421 396 372 351 49 302 50 252 195 172 133 75 58 57 54 2675 95 54 2580 2558 2109 41 2068 50 2018 1980 40 1940
is_linear=0
shrinkage=0.1


Tree=1521
num_leaves=31
num_cat=0
split_feature=97 34 105 96 11 12 120 40 12 15 9 9 481 133 3 403 402 1208 12 2 158 2 0 2 3 16 1 3 0 43
split_gain=0.000677366 0.00123375 0.00265748 0.00485535 0.00188319 0.00123473 0.000761962 0.00151573 0.000816116 0.00275707 0.00231252 0.00259153 0.000921131 0.00443818 0.00406918 0.00363706 0.00782549 0.00284152 0.00763282 0.00257824 0.00148414 0.000908713 0.00449587 0.00344738 0.00338462 0.0035928 0.00476051 0.00524393 0.00449902 0.00387534
threshold=-0.086464999999999986 -0.057544999999999992 0.079510000000000011 0.085370000000000015 -1.0000000180025095e-35 -0.086254999999999984 0.093680000000000013 -0.24134999999999998 0.12757000000000002 -0.067579999999999987 0.092235000000000011 0.085355000000000014 -0.087424999999999989 0.087285000000000015 -0.071799999999999989 -0.53960999999999981 0.094195000000000015 0.098655000000000007 0.096075000000000008 0.089605000000000018 0.087355000000000016 0.08647500000000001 -0.15931499999999996 0.086825000000000013 0.086245000000000016 -0.095964999999999981 0.077565000000000009 -0.083489999999999995 -0.047369999999999995 -0.0087399999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -5 7 -6 10 -10 11 12 13 14 20 16 19 21 -19 -14 -9 22 -17 -23 25 26 29 -28 -27 -24
right_child=1 4 -4 5 6 -7 -8 8 9 -11 -12 -13 15 -15 -16 17 -18 18 -20 -21 -22 23 24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.00052921197105509541 0.0019017124321015382 -0.00092818973892214933 -0.00061982690531294795 0.00062251644616480913 0.00081339623050197317 -0.00047536137377998487 -0.00058593930761245173 0.0008567223897747076 -0.0013252538489177824 0.00011273159339907578 0.00078097392397467056 -0.0010615053461388807 -0.00059044055479748282 -0.0014490481591783464 -0.0011529834763496182 0.0013833479714006761 0.0022876154764327858 -0.0022218321531545372 0.00054092365484393668 0.00081074386171167136 -0.00020281473480281422 -0.0011168098615097076 0.0022501670687537019 -1.6801954518590701e-05 -0.001122006247654402 -4.3291598914443629e-05 -0.0011460373915421465 0.00063049501030171219 0.0013202619692310692 0.00048799880426556161
leaf_weight=24 22 22 20 20 23 21 22 39 20 40 38 23 29 25 20 26 22 20 20 24 20 29 24 1621 24 754 24 54 25 26
leaf_count=24 22 22 20 20 23 21 22 39 20 40 38 23 29 25 20 26 22 20 20 24 20 29 24 1621 24 754 24 54 25 26
internal_value=0 4.1011e-06 0.000384444 0.000703261 -6.37285e-06 6.01888e-05 4.05218e-07 4.74851e-06 -1.56262e-06 -0.000366597 6.02382e-06 -4.31247e-06 4.29172e-06 -0.000287788 7.96988e-05 1.54513e-05 0.000702168 -4.00613e-06 -0.000840454 4.4058e-05 0.000497557 8.82775e-06 8.63505e-05 -3.61354e-05 5.01293e-05 8.1145e-05 0.000572139 8.38697e-05 4.68143e-07 0.00133384
internal_weight=0 3097 83 63 3014 41 2992 2970 2947 60 2887 2849 2826 104 79 2722 75 2647 40 53 59 2607 957 1650 931 907 128 78 779 50
internal_count=3121 3097 83 63 3014 41 2992 2970 2947 60 2887 2849 2826 104 79 2722 75 2647 40 53 59 2607 957 1650 931 907 128 78 779 50
is_linear=0
shrinkage=0.1


Tree=1522
num_leaves=31
num_cat=0
split_feature=12 130 2 11 33 39 457 1375 150 48 150 151 150 147 150 447 1 3 52 13 3 2 49 3 1 157 52 16 49 3
split_gain=0.000685059 0.0014998 0.000815332 0.00157978 0.001487 0.00292968 0.000939266 0.00107225 0.00100111 0.00365822 0.0065844 0.00456473 0.00263317 0.00157905 0.00165062 0.00157748 0.00146226 0.00159736 0.00433262 0.0037217 0.00359759 0.00189287 0.00138303 0.00233229 0.00637732 0.00814871 0.00650043 0.0079986 0.00226314 0.00226708
threshold=0.23631000000000002 -0.22562499999999999 0.31098000000000003 -0.072629999999999986 0.085305000000000006 0.056590000000000008 0.41269500000000009 -0.16449999999999998 0.11614000000000001 -0.032929999999999994 0.13251500000000002 -0.080384999999999984 0.10699000000000002 0.094075000000000006 0.10314000000000002 0.086765000000000023 0.15618500000000002 0.14121000000000003 0.08257500000000001 -0.17933499999999997 0.11924500000000002 0.11362000000000001 -0.017229999999999999 0.076840000000000006 0.10205500000000002 -0.082009999999999986 -0.12005499999999998 -0.018494999999999998 -0.054319999999999993 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 -5 12 11 -11 -10 13 14 15 16 17 19 21 -9 22 -19 28 -24 25 -25 -27 -28 29 -21
right_child=-2 2 -4 4 5 -7 -8 8 9 10 -12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.00077544962405227133 -0.00054374319227898252 0.00088895673514343798 -0.00049662432680964812 -0.00054198594704454688 -0.0014258110283879518 0.00026532162140938456 0.00062855684494328066 -0.0012751688618901308 0.00067869064209627971 0.0022584813792837807 -0.00012225214136728587 -0.0014322450105100871 -0.00090518060324029648 -0.00068053812402385202 0.00080833822811165676 0.00072894665276786934 -0.00083140921612669312 0.00067238017771160236 0.0014283133149829469 -0.00023057917521322939 -0.0011677562488050452 -0.00041287793402767017 1.5182423489911639e-05 -0.0016680806467775256 0.002009826366239312 -0.00073944495930133955 -3.6030653196080082e-05 0.0026310607381278914 -0.0011851904416372155 0.00086643653256552569
leaf_weight=25 23 20 33 36 21 20 24 23 21 21 26 20 32 33 26 30 21 25 29 183 26 45 2205 20 22 23 22 23 22 21
leaf_count=25 23 20 33 36 21 20 24 23 21 21 26 20 32 33 26 30 21 25 29 183 26 45 2205 20 22 23 22 23 22 21
internal_value=0 4.03683e-06 -2.2389e-06 3.12778e-06 -2.73864e-06 -0.000600868 5.49343e-06 4.33012e-07 7.12266e-06 0.000339286 0.00094148 -0.000351034 -3.20244e-06 7.10956e-06 1.53136e-05 7.78855e-06 -1.94748e-07 6.2967e-06 0.000400516 -8.77191e-06 2.57484e-06 -2.52858e-05 1.45499e-05 3.7601e-05 0.000486991 0.000106283 0.000628154 0.00132715 -0.000221571 -0.000117651
internal_weight=0 3098 3073 3040 3020 41 2979 2955 2919 88 47 41 2831 2799 2766 2740 2710 2689 99 2590 2567 70 2541 2315 110 88 68 45 226 204
internal_count=3121 3098 3073 3040 3020 41 2979 2955 2919 88 47 41 2831 2799 2766 2740 2710 2689 99 2590 2567 70 2541 2315 110 88 68 45 226 204
is_linear=0
shrinkage=0.1


Tree=1523
num_leaves=31
num_cat=0
split_feature=130 121 33 10 16 16 31 43 3 13 15 52 48 13 1 14 2 147 48 147 3 0 39 1 9 3 0 0 1375 49
split_gain=0.000828113 0.00169869 0.00100232 0.000865178 0.00944807 0.00361815 0.00121749 0.00352379 0.00117785 0.00297624 0.00193869 0.00255984 0.0023124 0.00286172 0.00162011 0.00123882 0.00450958 0.00251714 0.00185424 0.00192727 0.00441955 0.0020358 0.00184192 0.00468742 0.00346632 0.00196392 0.00316355 0.00174285 0.00191022 0.00154204
threshold=-0.22699999999999995 -0.088279999999999983 -0.012019999999999998 -0.0097449999999999985 -0.056919999999999991 -0.11118499999999999 -1.0000000180025095e-35 -0.081779999999999978 0.14121000000000003 -0.17933499999999997 -0.43375999999999998 -0.061194999999999992 0.11926500000000002 -0.42195999999999995 0.11374000000000002 0.081390000000000004 0.088055000000000008 0.10271500000000001 -0.11155999999999998 0.094705000000000011 0.11924500000000002 -0.24955499999999997 -0.020804999999999994 0.14326500000000003 0.085355000000000014 0.099930000000000005 -0.033209999999999996 -0.23051499999999997 0.097315000000000026 0.11560500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -5 9 -8 -10 14 13 -13 -12 17 -17 18 -11 20 21 -20 -23 24 25 27 -27 -24 29 -29
right_child=1 2 3 6 -6 -7 8 -9 10 15 11 12 -14 -15 -16 16 -18 -19 19 -21 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00056200685164815064 0.00086091848877359832 -0.00060829326674273173 9.5840591937303553e-05 0.00033203249371250757 0.0015347614109020632 -0.0013978762302334267 -0.001099900761328172 -0.0015019835898419844 -0.00045578406736302866 -0.00089642777127902143 0.00044137902018106119 0.0004277640569920617 -8.0936276243023938e-05 0.0018837140995957371 -0.00078658280461760515 -0.001505462292819478 0.00030788664080318997 0.0011236341125913896 0.0010171637882012874 0.00098328173742629594 -0.0011890068941283972 -0.00086761570807235939 -0.00072186898455997431 0.0015374320534556319 -0.0012215747811791043 0.0014815159157201972 -0.00023814386207959617 2.1517861408795779e-05 0.00098305370192974806 -0.00032404971193865514
leaf_weight=26 23 27 50 22 39 24 25 20 29 23 22 27 21 27 21 24 32 20 20 20 31 24 33 20 23 23 20 2248 20 137
leaf_count=26 23 27 50 22 39 24 25 20 29 23 22 27 21 27 21 24 32 20 20 20 31 24 33 20 23 23 20 2248 20 137
internal_value=0 4.72124e-06 -1.68909e-06 3.68966e-06 0.00027521 -0.000388608 -6.77479e-06 -0.000541308 9.93523e-07 -1.37854e-05 0.000276766 0.0004568 0.00080947 0.00115574 -0.000158323 -3.79537e-06 -0.000469263 5.99659e-06 -2.46396e-06 5.38682e-06 -2.13835e-06 1.21891e-05 4.30077e-06 1.25916e-05 4.12344e-07 1.17407e-05 0.000681674 -7.51684e-08 9.82886e-06 1.66765e-06
internal_weight=0 3095 3072 3045 113 74 2932 42 2890 2743 147 118 75 54 43 2718 56 2662 2642 2619 2599 2568 2548 2524 2504 2481 43 2438 2405 2385
internal_count=3121 3095 3072 3045 113 74 2932 42 2890 2743 147 118 75 54 43 2718 56 2662 2642 2619 2599 2568 2548 2524 2504 2481 43 2438 2405 2385
is_linear=0
shrinkage=0.1


Tree=1524
num_leaves=31
num_cat=0
split_feature=33 12 130 147 1348 148 148 447 2 147 34 34 40 150 1366 1375 1429 1 1375 52 52 123 9 1 9 16 3 3 15 1
split_gain=0.000825408 0.000682376 0.0013925 0.000904991 0.00099157 0.000971648 0.00341118 0.00213302 0.00212669 0.00163626 0.00132041 0.00148016 0.00123858 0.00304994 0.00103859 0.00109985 0.00601413 0.00429804 0.00100505 0.00187251 0.00387989 0.00108999 0.00194044 0.00149515 0.0032751 0.00103649 0.00475032 0.00988307 0.0161647 0.00484693
threshold=-0.018454999999999996 0.23631000000000002 -0.22562499999999999 0.11204500000000002 -0.047944999999999995 -0.065034999999999996 -0.079549999999999996 0.088380000000000014 0.089775000000000008 0.089810000000000015 -0.097449999999999981 -0.084564999999999987 -0.08440499999999998 0.083770000000000011 -0.081399999999999986 -0.084629999999999997 0.083725000000000008 0.085345000000000018 0.084315000000000015 -0.084699999999999984 -0.012164999999999999 -1.0000000180025095e-35 -0.036024999999999995 0.14754500000000001 0.088235000000000022 -0.14158499999999996 -0.090569999999999984 -0.080484999999999987 -0.091184999999999988 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -6 10 -7 -12 13 -13 -14 16 17 -16 21 -20 -21 -17 -23 24 25 26 29 28 -28 -24
right_child=1 -3 3 -5 5 9 -8 -9 -10 -11 11 12 14 -15 15 18 -18 -19 19 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00057229239842854446 0.00074272192467469728 -0.0005472823704147469 -0.00070401853896328258 -0.00067712322634179152 -0.00030141051370614712 0.000787584948453254 0.0011844294690226595 -0.00067063764753666792 0.00095457200160516164 -0.00086816957601430756 -0.00075934535393921239 8.3104904721646256e-05 0.00050762784184615428 -0.0014570828099385836 0.0020250599746677012 0.00064374810216787201 -0.00088370239375055656 0.00026004320573741317 0.00039911682410588995 -0.0015991220138967038 0.00012973683123062882 -0.00073598423441580965 0.0014795921591333658 0.00061777810825823021 -0.001044737482443452 3.2066686501207404e-05 -0.00017109970062700733 -5.0029431657231082e-05 -0.0037644149524913659 -4.6326825694824732e-05
leaf_weight=25 25 23 20 20 26 21 31 33 28 22 26 36 41 20 22 26 27 37 22 25 27 36 30 39 30 2110 31 173 21 68
leaf_count=25 25 23 20 20 26 21 31 33 28 22 26 36 41 20 22 26 27 37 22 25 27 36 30 39 30 2110 31 173 21 68
internal_value=0 -4.62121e-06 -5.59641e-07 -6.65611e-06 -2.22766e-06 2.4385e-06 0.000283709 -3.72379e-05 0.00034984 -9.04588e-06 -2.45567e-06 -8.28316e-06 -1.36093e-06 -0.000466962 8.06897e-06 5.49912e-07 0.000352476 0.000918185 -1.0923e-05 -0.000374251 -0.000701445 -4.36976e-07 -7.03619e-06 3.45227e-06 -6.27518e-06 6.52953e-06 -0.000160292 -0.000413386 -0.00162225 0.000420791
internal_weight=0 3096 3073 3048 3028 3008 118 87 54 2890 2868 2847 2821 56 2765 2724 86 59 2638 74 52 2564 2538 2502 2463 2433 323 225 52 98
internal_count=3121 3096 3073 3048 3028 3008 118 87 54 2890 2868 2847 2821 56 2765 2724 86 59 2638 74 52 2564 2538 2502 2463 2433 323 225 52 98
is_linear=0
shrinkage=0.1


Tree=1525
num_leaves=31
num_cat=0
split_feature=130 10 42 10 2 38 375 45 11 33 10 31 43 15 49 39 39 12 1 9 376 15 40 151 151 150 4 151 150 49
split_gain=0.000858317 0.00164624 0.00200929 0.00118054 0.00340325 0.00124038 0.00125575 0.000925297 0.00248237 0.00144457 0.00322748 0.00111724 0.00281058 0.000812069 0.00171726 0.000994921 0.00151958 0.00186268 0.00232486 0.00275634 0.00157361 0.00262124 0.00247818 0.00127322 0.00249195 0.00554768 0.00338853 0.0030196 0.00122181 0.00500967
threshold=-0.23647499999999996 -0.38124499999999995 0.089390000000000011 -0.086389999999999981 -0.080614999999999978 0.10777500000000002 0.087005000000000013 0.094030000000000016 -1.0000000180025095e-35 -0.012019999999999998 -0.0097449999999999985 -1.0000000180025095e-35 -0.083879999999999996 0.19724500000000003 -0.18481499999999998 0.11536 0.10334500000000001 -0.096104999999999982 0.14173500000000003 0.088235000000000022 0.080200000000000007 -0.091604999999999978 -0.083564999999999987 0.26665000000000005 0.056735000000000001 0.10801000000000001 -0.010384999999999998 0.0045550000000000009 0.090480000000000019 -0.061079999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 8 -5 -10 -11 12 -12 14 -13 16 17 -16 19 20 22 -22 -19 24 27 26 -26 28 29 -24
right_child=1 3 -4 5 -6 -7 -8 -9 9 10 11 13 -14 -15 15 -17 -18 18 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00065299943467834977 -8.3670886233448989e-05 0.00026519580744206907 0.001316845874922971 0.0010669598509345881 -0.0014849256537854674 0.00066584610613062978 -0.00077340912539511928 -0.00050851536740083249 -0.00082567971410407205 0.0010215834071371523 0.00030179145229513303 -0.0009255167155060918 -0.0013342828631201494 0.0005208463313950537 -0.00060157008247915659 -0.00055888145899159777 0.00073086247530541036 -0.00096849303719444356 0.00097429246082901967 -0.0010396311966469512 0.0011479177323053592 -0.00010430499645216124 -0.00089075019528653721 -0.00072777294528508644 0.00078931213356554515 0.0018387848749019517 -0.0010091617912985384 -0.001190751996113076 0.00029813362565055541 2.0733665700596768e-05
leaf_weight=20 20 25 21 22 20 28 21 35 21 31 21 20 21 30 50 31 29 26 25 25 32 35 62 23 22 24 20 21 142 2198
leaf_count=20 20 25 21 22 20 28 21 35 21 31 21 20 21 30 50 31 29 26 25 25 32 35 62 23 22 24 20 21 142 2198
internal_value=0 4.21154e-06 0.000633667 -4.22234e-06 -0.000512636 3.36593e-06 -2.84413e-06 2.61166e-06 8.71519e-06 7.11961e-07 6.72104e-06 -4.29077e-06 -0.000516246 3.34764e-06 -2.22685e-06 4.45155e-06 1.0839e-05 3.11973e-06 1.45075e-05 5.38405e-06 1.5413e-05 0.000493772 2.78492e-06 1.2838e-05 1.96817e-05 0.000625946 -6.7104e-05 3.16767e-06 1.36058e-05 -4.27164e-06
internal_weight=0 3101 41 3060 45 3015 2987 2966 2931 2909 2888 2857 42 2815 2785 2765 2734 2705 2655 2630 2605 67 2538 2512 2489 66 42 2423 2402 2260
internal_count=3121 3101 41 3060 45 3015 2987 2966 2931 2909 2888 2857 42 2815 2785 2765 2734 2705 2655 2630 2605 67 2538 2512 2489 66 42 2423 2402 2260
is_linear=0
shrinkage=0.1


Tree=1526
num_leaves=31
num_cat=0
split_feature=33 484 1451 1451 1420 157 160 160 160 481 2 403 43 52 403 1208 1208 403 51 2 154 50 16 12 43 2 1429 11 471 1456
split_gain=0.000756392 0.000694773 0.00100435 0.000842951 0.00159071 0.00221069 0.00153957 0.000950921 0.00202612 0.00157148 0.00778916 0.00255463 0.0042185 0.00230398 0.00221003 0.00228682 0.00562518 0.00345565 0.00121578 0.00225239 0.00206291 0.00178995 0.00184969 0.00401234 0.00443697 0.00593053 0.00508042 0.00185277 0.0016706 0.00158078
threshold=-0.018454999999999996 -0.52850499999999989 0.091400000000000009 0.083235000000000017 0.056520000000000008 0.63397500000000007 -0.57146499999999989 -0.55045999999999984 -0.54200499999999985 -0.087424999999999989 0.085485000000000019 -0.5492149999999999 -0.041049999999999996 -0.026204999999999996 -0.5425549999999999 0.099975000000000008 0.11531000000000001 -0.52800499999999995 -0.43587999999999999 0.10981000000000002 0.085530000000000009 -0.23848499999999997 0.41370500000000004 0.10345000000000001 -0.0071849999999999995 0.11067500000000001 -0.0091699999999999993 0.10458500000000001 0.09203500000000002 0.089630000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8 -9 10 -10 12 -11 -12 -13 17 -17 -16 19 -19 21 -20 27 24 -24 26 -26 28 29 -23
right_child=1 2 -4 -5 -6 -7 7 8 9 11 13 14 -14 -15 15 16 -18 18 20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00054784424170793505 -0.00059191193373408179 0.00087207488104468212 0.00064376694281236273 -0.00065275179280433805 -0.00086871733489845475 0.0010525016294559463 -0.00055042966741893908 0.00085993264801800253 -0.0018247710892292498 -0.00018869929302197237 -0.00036918677063882714 -0.0010584934674261605 0.0016306140506640078 0.00098954016187538713 -0.0011403537534298029 0.0018808661785442383 -0.00046247399615822359 -0.00024930550928481605 0.00082125491226179301 0.0011255111435625271 -0.0009767415471618403 2.2014619034363774e-06 -0.0011663837214915217 -0.0015525269380304964 -0.0013674431594984566 0.0016797117899179947 0.00073440221091479311 0.00084566904518466727 0.00076505644418440558 -0.00047671148279053818
leaf_weight=25 20 20 24 20 21 20 32 27 27 26 26 20 25 24 27 21 20 22 26 26 22 2355 28 24 23 22 23 26 28 71
leaf_count=25 20 20 24 20 21 20 32 27 27 26 26 20 25 24 27 21 20 22 26 26 22 2355 28 24 23 22 23 26 28 71
internal_value=0 -4.42381e-06 -6.03989e-07 -5.67113e-06 -1.40278e-06 4.64624e-06 -2.36049e-06 -8.24696e-06 -2.34364e-06 -1.03386e-05 -0.000456087 1.7681e-06 0.000703121 0.000283002 -1.108e-05 -3.50099e-06 0.000737773 -1.46623e-05 -3.38868e-06 0.000495387 -1.24299e-05 -4.35116e-06 -1.26072e-05 -0.000396047 -0.000106927 0.000329319 -0.00031652 5.94633e-06 -2.95049e-06 -1.18145e-05
internal_weight=0 3096 3076 3052 3032 3011 2991 2971 2939 2912 77 2835 51 50 2784 2764 41 2723 2696 48 2648 2626 2600 120 96 68 46 2480 2454 2426
internal_count=3121 3096 3076 3052 3032 3011 2991 2971 2939 2912 77 2835 51 50 2784 2764 41 2723 2696 48 2648 2626 2600 120 96 68 46 2480 2454 2426
is_linear=0
shrinkage=0.1


Tree=1527
num_leaves=31
num_cat=0
split_feature=130 121 33 9 1 4 12 12 12 1 12 1210 1209 12 12 12 2 482 3 156 1446 1455 2 160 12 49 133 16 157 475
split_gain=0.000685618 0.00152929 0.000982755 0.00120768 0.00419284 0.000802387 0.00151584 0.000819462 0.00710406 0.0100337 0.0060573 0.00524723 0.00385791 0.00320379 0.00259089 0.00536277 0.0068209 0.00293177 0.00276732 0.00265111 0.00257707 0.00255335 0.00237985 0.00228409 0.00255231 0.0058725 0.00521403 0.00478818 0.00303227 0.0038565
threshold=-0.22699999999999995 -0.088279999999999983 -0.012019999999999998 0.091600000000000015 0.12408500000000001 0.62931500000000018 -0.23059999999999997 0.091715000000000005 0.092550000000000007 0.081670000000000006 0.091545000000000015 -0.23316499999999998 -0.092099999999999987 0.092755000000000018 0.09141500000000001 0.090545000000000014 0.088930000000000023 -0.29722999999999994 -0.083489999999999995 -0.092624999999999985 0.11787500000000002 -0.079434999999999992 0.090935000000000016 -0.53327999999999987 0.094435000000000005 1.0000000180025095e-35 0.068115000000000023 -0.007794999999999999 -0.37756999999999991 0.05680000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 10 9 22 12 -10 -8 -13 15 17 18 -14 -17 -19 -21 -15 -9 -23 25 26 27 -25 -26 -30
right_child=1 2 3 4 -6 -7 7 8 11 -11 -12 13 14 21 -16 16 -18 19 -20 20 -22 23 -24 24 28 -27 -28 -29 29 -31
leaf_value=-0.000511372968993293 0.0008166786688177483 -0.00060243955619322762 0.00070767095739332345 0.0015723225122894206 -0.00025773661196111671 -0.00051933076436398555 0.0012920082550739278 -0.00085755607171449826 -0.0016179200413171204 0.0021506208970095034 -0.0017321887103164393 -0.0011690774972190742 0.001155869706001665 -0.00098421710224457729 0.0010154850381102576 0.00078843109018635017 -0.0020177640979161349 -0.00093466970029112419 -0.00081993676823280425 -2.9377566198327959e-05 0.0010848781747405329 -0.00096992153463361331 0.00057068324614582323 0.0025171288141371826 -0.0011471352750612865 -0.00074739589838793987 -6.077679995955391e-05 0.00066303439283122616 0.00012138289726796343 -0.0012573161641956264
leaf_weight=26 23 27 30 21 31 30 22 20 20 38 21 22 21 23 23 20 31 32 23 1791 21 20 28 26 21 27 33 30 599 21
leaf_count=26 23 27 30 21 31 30 22 20 20 38 21 22 21 23 23 20 31 32 23 1791 21 20 28 26 21 27 33 30 599 21
internal_value=0 4.29587e-06 -1.78643e-06 3.53956e-06 0.000481326 -4.76143e-06 4.48516e-07 -6.78526e-06 7.09095e-05 0.000936647 -4.27457e-05 -1.7515e-05 -2.48635e-05 2.14243e-05 -3.96297e-05 -5.21452e-05 -0.000887035 -1.90182e-05 -7.18587e-05 -3.23982e-05 -1.6464e-05 5.41631e-05 -2.44165e-05 8.49003e-05 0.000112769 0.000544406 0.000936301 0.00152386 3.46566e-05 7.4685e-05
internal_weight=0 3095 3072 3045 52 2993 2963 2933 928 86 2005 842 1984 822 1962 1939 74 1865 43 1844 1812 800 48 777 757 116 89 56 641 620
internal_count=3121 3095 3072 3045 52 2993 2963 2933 928 86 2005 842 1984 822 1962 1939 74 1865 43 1844 1812 800 48 777 757 116 89 56 641 620
is_linear=0
shrinkage=0.1


Tree=1528
num_leaves=31
num_cat=0
split_feature=33 11 123 376 120 12 39 9 8 9 1 2 0 16 42 42 42 401 401 401 1209 1452 1 130 132 132 12 50 133 0
split_gain=0.000755793 0.000680988 0.000655708 0.00114761 0.000831586 0.00159271 0.000781433 0.000964376 0.00326067 0.00241901 0.00118205 0.000928461 0.00202119 0.00130552 0.0010029 0.00118336 0.00133166 0.00125324 0.00150773 0.00203629 0.00235592 0.000970745 0.0038614 0.00128545 0.00188607 0.00182544 0.00186817 0.0014161 0.00790016 0.00750183
threshold=-0.018454999999999996 -1.0000000180025095e-35 0.13162000000000004 0.11283000000000001 0.09852000000000001 0.22926500000000002 0.11925000000000001 0.092235000000000011 0.097795000000000007 0.085355000000000014 0.14699000000000004 0.14445500000000003 -0.098289999999999975 -0.16927999999999996 0.14351000000000003 0.12181500000000002 0.11934000000000002 0.13729500000000003 0.12828500000000001 0.11769000000000002 -0.089214999999999989 0.10669000000000002 0.080270000000000022 0.13302000000000003 -0.43443999999999999 -0.26631499999999991 0.11734000000000001 -0.099524999999999988 0.090665000000000009 -0.067094999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 9 -9 10 11 14 -13 -14 15 16 17 18 19 20 -3 23 -23 24 -22 -26 27 28 29 -27
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00054762729042704447 -0.00053503077124332781 -0.00087000830587179916 -0.00057099525496596471 0.00075847514846827835 -0.00064420686510857205 0.0008705889972458994 -0.00051114664888397474 0.0014016841573175043 -0.00036253069993108511 -0.0010265397910109682 -0.00058308700270786446 0.001186197176935994 -0.00052852819790132348 0.00039602917760411018 -0.00068849863684070968 0.00055937608857148965 -0.0007290268449869473 0.00079283948638476432 -0.00084570447964194646 0.00092191146201609322 -0.00089364285737721495 -0.0014849695807788521 0.00039641656561191968 0.0007145270899994872 0.00096760270418599264 -0.0013786028063021089 -0.00083481278449583525 3.1217582351333841e-06 0.0017906939064102649 0.00096066138671281251
leaf_weight=25 24 31 20 20 20 21 30 20 22 23 34 21 24 42 21 38 25 20 21 24 23 20 24 26 20 29 26 2373 28 26
leaf_count=25 24 31 20 20 20 21 30 20 22 23 34 21 24 42 21 38 25 20 21 24 23 20 24 26 20 29 26 2373 28 26
internal_value=0 -4.42206e-06 -2.7668e-07 3.46328e-06 -1.51701e-06 2.75052e-06 -3.34262e-06 1.8023e-06 0.000477572 -5.0433e-06 3.06941e-06 1.00328e-05 0.000331709 5.98265e-05 -5.21496e-08 5.19744e-06 -2.55616e-06 4.19292e-06 -1.71234e-06 4.9759e-06 -3.40432e-06 6.94818e-06 -0.000458759 1.49808e-05 7.77751e-06 1.60639e-05 8.39643e-06 1.73229e-05 0.000423339 -0.000272769
internal_weight=0 3096 3072 3052 3032 3012 2991 2961 42 2919 2896 2862 87 66 2775 2754 2716 2691 2671 2650 2626 2595 44 2551 2525 2502 2482 2456 83 55
internal_count=3121 3096 3072 3052 3032 3012 2991 2961 42 2919 2896 2862 87 66 2775 2754 2716 2691 2671 2650 2626 2595 44 2551 2525 2502 2482 2456 83 55
is_linear=0
shrinkage=0.1


Tree=1529
num_leaves=31
num_cat=0
split_feature=12 130 12 16 46 52 447 457 2 12 2 457 456 1 456 1373 1429 49 1429 49 472 52 16 3 474 472 1425 472 4 2
split_gain=0.00071819 0.00157913 0.000885574 0.00286387 0.00185565 0.00109344 0.000920973 0.000805813 0.00394402 0.0045111 0.00173797 0.00135195 0.0010158 0.00270384 0.00142064 0.00145038 0.001369 0.00858206 0.00639705 0.0235882 0.00403033 0.00318092 0.00265453 0.0026148 0.00343889 0.00187679 0.00133761 0.00224411 0.0015398 0.00434906
threshold=0.23631000000000002 -0.22562499999999999 0.12757000000000002 -0.092804999999999985 -0.043074999999999995 0.10160000000000001 0.094580000000000011 0.091945000000000013 0.089525000000000007 0.082850000000000021 0.113445 0.088045000000000012 0.091580000000000009 0.10374500000000002 0.089235000000000023 0.085770000000000013 0.083985000000000018 0.10299000000000001 0.052280000000000007 -0.0087849999999999977 -0.084114999999999981 -0.53060999999999992 -0.0087049999999999992 -0.084724999999999981 0.087035000000000015 1.0000000180025095e-35 0.097335000000000019 -0.088954999999999992 -0.50940999999999981 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 7 11 -9 10 -10 12 14 -14 15 16 18 20 25 -20 -18 -22 -23 -24 -25 26 27 -6 29 -29
right_child=-2 2 3 5 6 -7 -8 8 9 -11 -12 -13 13 -15 -16 -17 17 -19 19 -21 21 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.00079568518418818713 -0.00055673653867257687 0.00084661888406397073 -0.0013619775889674203 -0.00042968313525004005 0.00093510635569691658 0.00057912848635830664 -0.00058325948366136468 -0.00053560717582839948 0.00069293604860528528 0.0019885651569347832 -0.0005105209039174952 -0.00077035476386536972 -0.00031204116577282547 0.0011312051113539687 -0.0006819303519272757 0.00062939379705413657 0.0012345670418157668 0.0018329023054383439 0.0006240802099152158 -0.0038095188612351193 -0.0012968270665821722 -0.00085563290952544275 -0.00026449037843849515 0.0017660384628834438 2.1878162470574564e-05 0.00091268446359952745 -0.00072852718809512094 0.00025997513406244774 -3.8342041548556448e-06 -0.0013808395394880792
leaf_weight=25 23 26 20 21 25 22 27 39 30 20 20 23 25 27 31 36 22 29 30 20 23 29 50 20 26 22 26 35 2319 30
leaf_count=25 23 26 20 21 25 22 27 39 30 20 20 23 25 27 31 36 22 29 30 20 23 29 50 20 26 22 26 35 2319 30
internal_value=0 4.13329e-06 -2.30628e-06 -0.000373366 5.46009e-06 8.6453e-05 -1.86904e-06 3.43956e-06 0.000270278 0.000719271 0.000211553 -6.773e-06 -5.56228e-07 0.000437337 -8.76771e-06 -1.15719e-06 -9.54589e-06 0.000242911 -2.95854e-05 -0.00114936 -2.83225e-05 -0.000216049 -1.71862e-05 0.000236095 0.000780209 -6.79795e-06 -1.51054e-05 -7.40553e-06 -1.72893e-05 -0.000497324
internal_weight=0 3098 3073 63 3010 43 2984 2957 109 70 50 2848 2825 52 2773 2742 2706 199 2507 50 170 148 125 96 46 2457 2435 2409 2384 65
internal_count=3121 3098 3073 63 3010 43 2984 2957 109 70 50 2848 2825 52 2773 2742 2706 199 2507 50 170 148 125 96 46 2457 2435 2409 2384 65
is_linear=0
shrinkage=0.1


Tree=1530
num_leaves=31
num_cat=0
split_feature=151 49 453 484 484 484 42 484 158 2 484 0 483 42 42 484 484 51 484 482 51 153 447 147 16 147 473 16 475 2
split_gain=0.000748802 0.000801681 0.00094007 0.000744889 0.00550289 0.00522422 0.00628218 0.00373756 0.00195167 0.00296857 0.00999391 0.00454393 0.00359072 0.00245273 0.00272353 0.00132745 0.0028894 0.00209611 0.00135145 0.00163292 0.00129882 0.00167403 0.00129669 0.00133127 0.00164589 0.00163398 0.00110796 0.00206394 0.0016836 0.00154779
threshold=-0.5666199999999999 0.41663000000000006 0.095515000000000017 0.090535000000000018 0.094140000000000015 0.087235000000000021 0.083865000000000009 0.085790000000000019 0.10722000000000002 0.11411 0.10126500000000001 -0.074824999999999989 1.0000000180025095e-35 0.085010000000000016 0.08733500000000001 0.079595000000000013 0.062030000000000009 -0.089864999999999987 0.049355000000000003 -0.223575 -0.46280499999999997 0.086100000000000024 0.094580000000000011 0.092070000000000013 -0.0073349999999999986 0.090115000000000015 -0.072684999999999986 0.63636000000000015 0.12365000000000002 -0.090999999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -7 15 9 11 -11 12 13 -6 -15 16 18 -17 19 -2 -21 22 23 25 -25 26 -22 28 29 -28
right_child=1 -3 -4 4 8 6 -8 -9 -10 10 -12 -13 -14 14 -16 17 -18 -19 -20 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00059512441900248336 -0.00073616639177392549 -0.00051846414494017754 0.00068434962573519446 -0.0017619838565588 -0.0006539083534291769 1.1906890129601515e-05 0.0022883667965123262 -0.0010821224277606234 0.00091434503323398534 0.00062576352647738533 -0.0023554884632837705 0.0010348721359868683 -0.00099974775303286528 0.0014704613364301623 -0.00016008519916795196 -0.0003216721480632921 -0.0011469901650509036 0.00089356556774873759 0.00080280108820824411 0.00064926146259230955 0.00073422483733988234 -0.00087047973197927186 -0.00067120839542310156 1.1186587158590556e-05 0.0012282747612334787 -0.00085468450799288059 0.00049289660537397138 -0.00074682728494129456 0.00086746503536984246 -5.620782964057406e-06
leaf_weight=21 30 30 20 20 21 27 22 32 20 23 22 38 39 21 20 22 22 40 21 31 21 22 28 25 20 22 64 36 23 2318
leaf_count=21 30 30 20 20 21 27 22 32 20 23 22 38 39 21 20 22 22 40 21 31 21 22 28 25 20 22 64 36 23 2318
internal_value=0 -4.03149e-06 9.95537e-07 -3.48547e-06 -0.000179018 1.04279e-05 0.00103399 -7.63276e-06 -2.38255e-05 -0.000125801 -0.000831737 0.00010274 -0.000247963 0.000224934 0.000675073 4.89317e-06 -5.67801e-06 0.000462352 3.75787e-06 -2.59816e-06 5.83366e-06 -1.90044e-06 5.57267e-06 1.30657e-05 0.000552115 3.30032e-06 1.09671e-05 4.74491e-06 1.59951e-05 7.77347e-06
internal_weight=0 3100 3070 3050 224 2826 49 2777 204 184 45 139 101 62 41 2745 2683 62 2661 2640 2610 2579 2557 2529 45 2484 2462 2441 2405 2382
internal_count=3121 3100 3070 3050 224 2826 49 2777 204 184 45 139 101 62 41 2745 2683 62 2661 2640 2610 2579 2557 2529 45 2484 2462 2441 2405 2382
is_linear=0
shrinkage=0.1


Tree=1531
num_leaves=31
num_cat=0
split_feature=151 157 1375 151 13 151 0 51 457 2 457 150 151 43 4 133 151 43 2 31 34 1 11 154 474 1420 1 1 13 1
split_gain=0.000766185 0.00192684 0.0045436 0.00151465 0.00213865 0.00236296 0.00165634 0.00146431 0.00267733 0.00258933 0.00342935 0.00205329 0.00281136 0.0037118 0.0029371 0.00190867 0.00177631 0.00172966 0.00194181 0.00113752 0.00224153 0.0030465 0.00227751 0.00141916 0.00214868 0.00170234 0.00111542 0.00679343 0.00856121 0.00599118
threshold=-0.080994999999999998 -0.087424999999999989 -0.022119999999999997 -0.039414999999999999 -0.081224999999999978 -0.079059999999999978 -0.24955499999999997 -0.014904999999999998 -0.084984999999999991 0.089320000000000024 -0.083209999999999992 0.083095000000000016 -0.088279999999999983 -0.080554999999999974 -0.0029599999999999995 0.087575000000000014 -0.091299999999999978 -0.090299999999999991 0.10276500000000001 -0.08539999999999999 -0.057544999999999992 0.10508500000000001 -1.0000000180025095e-35 0.085530000000000009 -0.45463999999999999 1.0000000180025095e-35 0.107145 0.11146500000000002 -1.0000000180025095e-35 0.10337500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -5 9 -9 10 -4 15 13 -13 -14 16 17 -10 -19 -8 21 -21 -22 24 -24 26 29 28 -28 -26
right_child=3 2 7 6 5 -7 19 8 11 -11 -12 12 14 -15 -16 -17 -18 18 -20 20 22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00072597509250044829 0.00013274564074136589 0.001267086616717279 -0.0017522180825471877 0.00085875309093601325 -8.5621281080724057e-05 -0.0014168696804942255 -0.00076385779422707858 0.0011573488021755251 0.00050929903023643429 0.00035759905869594947 -0.00011072745862683017 0.0020072679525765125 0.00050686933997591652 0.00022357956409645602 -0.00070793488754562154 -0.00092392107471823699 0.00081321249571850618 -0.0013302175188437105 4.658213084829705e-05 0.0016085240652319044 -0.0010835948924068362 6.9207249422712874e-05 -0.0010030097004945756 0.0008063993616295713 -2.252450730837982e-05 0.00079454533361758182 -2.727015453274362e-06 -4.0013967364332123e-05 0.0023916320569696836 -0.001164928007006467
leaf_weight=25 41 35 20 22 24 30 20 26 20 39 35 20 48 28 34 29 21 20 21 20 20 36 22 21 1973 26 32 338 28 47
leaf_count=25 41 35 20 22 24 30 20 26 20 39 35 20 48 28 34 29 21 20 21 20 20 36 22 21 1973 26 32 338 28 47
internal_value=0 0.000125476 0.000179229 -1.9565e-05 -0.000411773 -0.000825204 -5.26178e-06 7.37583e-05 0.000193259 -0.000265675 -0.000707633 8.92495e-05 0.000358966 0.000966783 3.17003e-06 -0.000226634 1.99673e-05 -0.000253117 -0.000625027 -1.26208e-05 -6.75863e-06 0.000618963 -2.07357e-05 -1.21883e-05 -1.91593e-05 -1.0303e-05 -1.89573e-05 0.000134055 0.00111464 -4.91052e-05
internal_weight=0 421 396 2700 95 54 2605 361 267 94 55 241 130 48 82 111 82 61 41 2583 2563 56 2507 2487 2466 2444 2418 398 60 2020
internal_count=3121 421 396 2700 95 54 2605 361 267 94 55 241 130 48 82 111 82 61 41 2583 2563 56 2507 2487 2466 2444 2418 398 60 2020
is_linear=0
shrinkage=0.1


Tree=1532
num_leaves=31
num_cat=0
split_feature=480 480 403 403 1210 154 157 475 51 43 16 1447 15 1420 1420 471 157 475 12 1372 3 1446 130 4 150 30 9 33 34 133
split_gain=0.000666742 0.00339204 0.00235296 0.00237745 0.00325306 0.00166926 0.00197614 0.00138975 0.00276585 0.00202732 0.00372263 0.00213807 0.0011972 0.00116963 0.00130089 0.0010388 0.00128029 0.00586242 0.00398364 0.00383612 0.00279173 0.00139688 0.00124946 0.0032033 0.00161384 0.00128793 0.00129028 0.00170415 0.00240852 0.00237779
threshold=0.086995000000000017 0.087715000000000015 -0.55327499999999985 -0.54856499999999986 -0.41266499999999995 0.084190000000000001 0.63604500000000008 -0.082549999999999998 -0.0078149999999999973 -0.077604999999999993 -0.034884999999999992 -0.082804999999999976 -0.086254999999999984 -0.085924999999999987 -0.078999999999999987 0.09203500000000002 -0.087424999999999989 -0.0070399999999999994 0.092355000000000007 -0.087494999999999976 -0.082154999999999992 0.11581000000000001 -0.22461999999999996 0.63113500000000011 0.14500000000000005 0.096890000000000018 -0.085744999999999988 0.085305000000000006 -1.0000000180025095e-35 0.087170000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 13 -3 -9 11 12 -10 -11 -6 -15 16 17 -16 20 -18 -19 22 -21 24 25 26 -24 28 29 -28
right_child=1 7 3 4 5 -7 -8 8 9 10 -12 -13 -14 14 15 -17 19 18 -20 21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00099823176957822084 -0.0014118630471966756 0.00063701618668206858 -0.0010316056675616313 0.0012519758427515628 0.0007467511342838407 0.00089105827112992615 -0.00099430520727764819 -0.0010338314768761909 -0.00026983535091858359 -0.00034849509247578684 0.00049910900929449678 0.0010563382507121613 -0.0014175069962882184 -0.00060817721299827104 -0.0015332072489885225 0.00059057410146730641 0.0012999087946651423 0.0012862780703082016 -0.00077664663846614235 -0.00066848961931620062 -5.3379699155422201e-05 0.00079610448976216676 -0.00059227242809123338 0.001177968255892072 0.00084511381573975091 0.00078406674205325547 0.0015364045053138399 -0.00085092724038986494 -1.7133688893264448e-05 -5.605106707662344e-06
leaf_weight=24 20 26 22 21 21 21 20 29 20 20 34 31 22 35 30 30 23 28 36 28 35 22 39 23 22 20 20 24 2355 20
leaf_count=24 20 26 22 21 21 21 20 29 20 20 34 31 22 35 30 30 23 28 36 28 35 22 39 23 22 20 20 24 2355 20
internal_value=0 -0.000175701 1.21588e-05 3.98409e-06 1.19141e-05 2.78324e-06 -3.80588e-06 -3.98586e-05 -0.000152671 4.85388e-05 -0.000278755 0.00053627 -0.000908454 3.24143e-06 -2.35488e-06 5.3416e-06 -1.10133e-06 -0.000308589 6.25072e-05 1.41783e-05 0.000542024 2.68518e-06 -4.15732e-06 3.21537e-06 -7.59236e-06 -1.51628e-05 -2.16659e-05 -1.24664e-05 -4.06424e-06 0.0007654
internal_weight=0 202 2919 2895 2873 2852 2831 182 156 127 76 51 42 2811 2790 2755 2725 129 99 2596 63 2573 2551 2523 2500 2478 2458 2419 2395 40
internal_count=3121 202 2919 2895 2873 2852 2831 182 156 127 76 51 42 2811 2790 2755 2725 129 99 2596 63 2573 2551 2523 2500 2478 2458 2419 2395 40
is_linear=0
shrinkage=0.1


Tree=1533
num_leaves=31
num_cat=0
split_feature=33 456 456 131 1203 1209 1208 13 402 1209 403 1208 403 403 400 133 1209 401 401 402 16 402 1212 42 130 13 52 43 133 2
split_gain=0.000695596 0.000703546 0.000916184 0.00075464 0.00146925 0.00108705 0.00125561 0.00391595 0.00112581 0.00630245 0.000955688 0.00112 0.000954183 0.00176523 0.00107655 0.00110192 0.00101654 0.00127156 0.00417549 0.0023261 0.00207472 0.00149446 0.00159602 0.00489529 0.00253206 0.00291154 0.00131069 0.00360257 0.00475964 0.00472793
threshold=-0.012019999999999998 0.10926500000000001 0.09827000000000001 0.13857500000000003 -0.093454999999999996 0.14268500000000003 0.10383000000000002 -0.051094999999999995 0.2506000000000001 -0.092684999999999976 0.55673500000000009 1.0000000180025095e-35 -0.55157999999999985 -0.52917499999999984 0.11741500000000001 -0.54084999999999994 -0.067109999999999989 -1.0000000180025095e-35 -0.28661499999999995 -0.42321999999999993 -0.066924999999999985 -0.10234999999999998 -0.040879999999999993 0.087075000000000014 0.0043850000000000009 -0.094514999999999988 0.0031350000000000002 -0.0095349999999999983 -0.14816999999999997 0.097070000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 9 -6 11 12 -11 -14 15 -15 -17 18 20 -19 -18 -21 23 24 25 -23 -24 -28 -29 -30
right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 -12 -13 13 14 -16 16 17 19 -20 21 -22 22 26 -25 -26 -27 27 28 29 -31
leaf_value=-0.00049618369937109367 0.00086309985024854538 -0.00048574010755240532 0.00066737797155621507 -0.0005789672802414068 0.0017383821474573952 0.00073792750365100804 0.00037596991407388655 -0.0015574081863451283 -0.00060348337322163083 -0.00055245194854515217 -0.00059244867772105395 0.00065863863296376974 0.00085934726169701518 0.00070822748298682704 -0.00073299576135468672 0.00051127719205779662 0.00050442378768431289 0.0010261332563293929 -0.0016532694111811 -0.00077590645384043467 -0.00073486349257026722 0.00030911665041154874 4.0733551928772716e-05 0.0014342305239669288 0.00082883103168569512 -0.0013370525345883589 5.266215468599919e-05 0.00027114212289733997 -0.00086663588852572732 1.313298595167937e-05
leaf_weight=28 20 29 21 22 21 20 22 20 30 31 27 26 24 22 20 38 35 22 20 25 22 21 1577 31 20 22 543 91 178 93
leaf_count=28 20 29 21 22 21 20 22 20 30 31 27 26 24 22 20 38 35 22 20 25 22 21 1577 31 20 22 543 91 178 93
internal_value=0 4.4918e-06 9.13172e-06 4.58911e-06 8.83877e-06 3.1456e-06 -1.78417e-06 -0.000544686 5.97421e-06 1.22594e-05 -2.92005e-07 5.29633e-06 -6.95521e-07 5.4045e-06 -1.96767e-06 3.32963e-06 -2.33426e-06 -9.56287e-06 -0.000410098 2.19512e-06 2.61024e-05 -6.46564e-06 1.00176e-06 0.000405469 -0.000100747 -0.000533109 -1.43165e-05 -0.000110243 -0.000354602 -0.000564723
internal_weight=0 3093 3064 3043 3021 3001 2981 42 2939 2909 2888 2861 2835 2804 2780 2760 2738 2700 77 2623 57 2601 2576 94 63 43 2482 905 362 271
internal_count=3121 3093 3064 3043 3021 3001 2981 42 2939 2909 2888 2861 2835 2804 2780 2760 2738 2700 77 2623 57 2601 2576 94 63 43 2482 905 362 271
is_linear=0
shrinkage=0.1


Tree=1534
num_leaves=31
num_cat=0
split_feature=130 40 120 33 50 133 43 13 9 2 51 1451 3 51 3 16 160 16 49 2 2 2 52 2 2 2 2 4 3 40
split_gain=0.000632412 0.00176802 0.00190739 0.00119313 0.000793999 0.00228233 0.0031946 0.00274484 0.00126866 0.00621523 0.00104124 0.00101286 0.00105378 0.00373452 0.00277424 0.00630103 0.00388052 0.00298903 0.00265347 0.00430122 0.0063805 0.00431772 0.00329196 0.00315513 0.00288143 0.00257592 0.0022063 0.00204314 0.0018273 0.00779043
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.012019999999999998 -0.16990499999999997 0.089405000000000012 -0.053764999999999993 -0.071554999999999994 0.091600000000000015 -0.18970999999999996 -0.43017499999999992 0.089825000000000002 0.0068900000000000012 -0.16666999999999996 0.088060000000000013 -1.0000000180025095e-35 0.10830500000000001 -0.094359999999999986 -0.066894999999999982 0.10644500000000001 0.10005000000000001 0.086675000000000016 -0.077024999999999996 0.11682500000000001 0.14122000000000004 0.10222000000000002 0.15361500000000003 0.27834500000000006 -0.011549999999999998 -0.0036699999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 10 -10 -6 12 28 -14 15 17 18 -15 25 20 21 -20 -23 -21 27 -16 -26 -25 -12 -30
right_child=1 2 -4 4 8 -7 -8 -9 9 -11 11 -13 13 14 16 -17 -18 -19 19 23 -22 22 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.00052243218979919738 -0.00094105608121026303 -0.00066628170035848465 0.00093000387582419962 -0.00022094851093632835 0.00067285515833646068 -0.00098926220652497104 -0.00071123574479398403 0.0013774024629542097 -0.00048244928730127872 0.0018113613267251778 -1.0632024783106815e-05 0.00063101992174051705 0.0014729219549917618 0.00075780299472777803 0.0014873327846188383 0.0020436692347919399 -0.0013029597929942059 -0.00085591169002906427 -0.0010418009268635484 0.00094512636281756908 -0.0018830072988099086 -0.00032989151397487147 0.0014844834140967577 -1.6076327301561834e-06 0.0012089997244236822 4.7190019998837398e-05 -6.2112438091490836e-05 -0.0013075866959179226 -6.961610373709295e-05 -0.002063939469909478
leaf_weight=23 20 27 22 21 23 31 33 22 27 21 2263 25 20 24 23 22 23 22 28 45 28 20 20 25 22 27 36 23 132 23
leaf_count=23 20 27 22 21 23 31 33 22 27 21 2263 25 20 24 23 22 23 22 28 45 28 20 20 25 22 27 36 23 132 23
internal_value=0 -3.87862e-06 2.21091e-06 -4.46823e-06 1.43106e-06 -0.000266121 2.88442e-05 0.000596812 1.12285e-05 0.000521093 2.71301e-06 -2.69325e-06 -8.29935e-06 0.000140358 7.16696e-05 0.000651734 -5.15942e-05 -1.39736e-05 4.53129e-05 -8.91694e-05 -0.000612529 -8.9391e-05 0.000577296 0.000243563 -5.42711e-05 0.000709656 0.000420034 -0.000627389 -3.3383e-05 -0.000365548
internal_weight=0 3098 3078 3056 3029 107 76 43 2922 48 2874 2851 2826 408 388 68 320 46 297 247 96 68 40 151 106 50 58 48 2418 155
internal_count=3121 3098 3078 3056 3029 107 76 43 2922 48 2874 2851 2826 408 388 68 320 46 297 247 96 68 40 151 106 50 58 48 2418 155
is_linear=0
shrinkage=0.1


Tree=1535
num_leaves=31
num_cat=0
split_feature=9 39 39 1 1 3 2 47 13 448 14 160 11 11 157 11 16 11 11 43 475 475 2 2 3 2 483 50 49 2
split_gain=0.000675611 0.000700483 0.00142299 0.00229107 0.0011992 0.00164759 0.0020532 0.00101967 0.00248435 0.000931691 0.00125561 0.00136381 0.00110779 0.0023888 0.00249639 0.00145411 0.00124913 0.00205981 0.00104874 0.00203818 0.00115661 0.00159809 0.00128378 0.00367154 0.00292582 0.00241173 0.00216986 0.00214508 0.00221882 0.00212244
threshold=0.10860500000000002 -0.083889999999999978 -0.020804999999999994 0.16540500000000002 0.14262000000000002 0.32202000000000003 0.14753000000000002 0.12958500000000003 -0.0030199999999999997 -0.083689999999999987 0.10189000000000002 -0.57146499999999989 0.094350000000000003 0.089270000000000002 0.50201000000000018 0.097680000000000017 0.6352000000000001 0.087575000000000014 0.084680000000000019 -0.53814999999999991 0.058495000000000012 0.0030750000000000005 0.113445 0.11237500000000002 -0.10519499999999998 0.11474000000000002 0.094075000000000006 0.091320000000000012 0.12073000000000002 0.121465
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 9 -9 -4 11 -11 13 14 16 -14 17 18 19 -13 21 22 23 -21 -24 -26 27 28 29 -27
right_child=-2 2 3 -5 5 -7 -8 8 -10 10 -12 12 15 -15 -16 -17 -18 -19 -20 20 -22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00059390750073362152 -0.00053998090291355297 -0.00061624001466190894 -0.00043077696143288395 0.0010019513773326964 -0.00010921396664343775 0.00018533519555435137 -0.0015421130298636854 -0.00034731007282338717 0.0010243878245443827 0.00078149411888064251 -0.00078054415411315864 0.00090213611815124757 0.0011036340213779893 -0.0010389051127607343 0.0010934106983421813 7.6033028308302177e-05 -0.00066556969343634727 0.00099232678427748993 -0.00072336854296736427 7.6901431291140406e-06 0.00047614785369808727 -0.00080993287800811226 -0.0011528502169751628 0.001336241298399511 -0.0010575213958873065 0.00078546043867078197 -0.00085847759360654485 -0.00090168577386066321 -0.00054637815204582041 6.5870687882252561e-05
leaf_weight=20 23 37 49 23 20 27 20 23 31 23 20 25 21 22 21 40 28 21 20 2199 49 25 29 21 24 64 27 20 35 114
leaf_count=20 23 37 49 23 20 27 20 23 31 23 20 25 21 22 21 40 28 21 20 2199 49 25 29 21 24 64 27 20 35 114
internal_value=0 4.0089e-06 1.75903e-07 7.67587e-06 9.85515e-08 -0.000418246 -0.000825663 9.59672e-06 0.000440146 1.57129e-06 9.00987e-06 1.45937e-05 8.30539e-06 -1.06451e-06 7.32362e-06 0.000429797 -1.1206e-06 5.83959e-06 -1.97196e-06 3.50978e-06 -5.10766e-06 -1.43264e-05 -6.47398e-06 2.02575e-05 -0.000196071 -9.83719e-05 -9.83507e-06 8.85055e-05 0.000181481 0.0003246
internal_weight=0 3098 3078 3041 3018 67 40 2951 54 2897 2848 2828 2805 2744 2722 61 2701 2673 2652 2632 2607 2558 2533 2220 313 284 260 233 213 178
internal_count=3121 3098 3078 3041 3018 67 40 2951 54 2897 2848 2828 2805 2744 2722 61 2701 2673 2652 2632 2607 2558 2533 2220 313 284 260 233 213 178
is_linear=0
shrinkage=0.1


Tree=1536
num_leaves=31
num_cat=0
split_feature=151 1373 484 1429 49 474 160 160 51 3 13 13 48 48 3 4 456 0 457 160 3 3 1 3 1209 0 43 160 1209 16
split_gain=0.000692486 0.00205691 0.00220773 0.00459259 0.0116375 0.00660774 0.00547866 0.00202119 0.00170578 0.00143313 0.00180513 0.00454359 0.00199146 0.00258413 0.00155287 0.00131871 0.00119372 0.00268868 0.00130628 0.00115724 0.00111526 0.00595682 0.0197119 0.00423206 0.00402196 0.00389113 0.00496445 0.00849377 0.00360952 0.00285087
threshold=-0.080994999999999998 0.086880000000000013 0.091180000000000011 0.083725000000000008 -0.007794999999999999 0.079590000000000008 -0.083899999999999988 -0.081399999999999986 -0.033649999999999992 -0.10115999999999999 -0.085034999999999986 -0.091559999999999989 -0.072824999999999987 0.084855000000000014 -0.14186499999999996 -0.0073899999999999999 0.041000000000000002 -0.083914999999999976 -0.14786499999999997 0.08733500000000001 -0.081734999999999988 -0.080634999999999984 0.086105000000000015 -0.082039999999999988 -0.087199999999999986 -0.082844999999999988 -0.0082299999999999995 -0.012569999999999998 -0.076689999999999994 -0.0087049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 8 -7 -5 -1 14 11 -11 -12 -14 -10 19 18 -18 -2 -15 23 22 25 24 -20 26 27 -22 -26 -30
right_child=16 -3 -4 4 -6 6 -8 -9 9 10 12 -13 13 15 -16 -17 17 -19 20 -21 21 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=-0.00076347890121507506 0.00065835910881387779 -0.00070881278911006772 0.0010876383271825035 0.00091384986056558179 -0.0025171596628338609 0.0026515555114019662 0.00031090118805877866 -0.00041313207157972183 0.00021127697277384307 0.00086068271497345488 -0.00020157103481324159 -0.0010074718812150725 0.0015872871144674717 0.0013135357886891474 -0.00093025967150672589 5.5183233388771237e-06 5.7143416693981964e-05 -0.0014040647284127772 0.0013048707633667314 0.0002625190049002413 4.3671363201955784e-05 -1.0902234711741782e-05 -0.0036076206032885239 0.0011898925761215651 -0.0013348199240135728 0.0010275801288939658 0.00038973212205363733 -0.0024995462927715081 0.00013331864585312803 -0.00020882385730302121
leaf_weight=21 29 28 25 24 22 20 20 22 26 23 32 30 25 22 22 39 34 20 24 20 29 1306 20 32 20 21 38 24 740 363
leaf_count=21 29 28 25 24 22 20 20 22 26 23 32 30 25 22 22 39 34 20 24 20 29 1306 20 32 20 21 38 24 740 363
internal_value=0 0.000119289 0.000178288 0.000116512 -0.0006255 0.000284701 0.00148123 0.000279206 0.00010062 0.000176545 0.000299303 -0.000196763 0.000489821 0.000698543 -0.000311927 0.000424239 -1.86002e-05 -0.000484045 -9.10134e-06 0.000813052 -1.64977e-05 -7.5608e-05 -0.000715803 5.55978e-05 2.39523e-05 -0.000199407 -0.000482558 -0.00110797 -3.42267e-06 2.07187e-05
internal_weight=0 421 393 368 68 300 40 46 260 239 191 53 138 106 48 81 2700 54 2646 42 2617 1438 132 1179 1147 112 91 53 1123 1103
internal_count=3121 421 393 368 68 300 40 46 260 239 191 53 138 106 48 81 2700 54 2646 42 2617 1438 132 1179 1147 112 91 53 1123 1103
is_linear=0
shrinkage=0.1


Tree=1537
num_leaves=31
num_cat=0
split_feature=1212 1211 13 1211 15 13 3 1212 43 1212 402 1212 52 1212 1212 1210 2 4 1211 1204 1203 1212 481 4 42 403 50 403 403 13
split_gain=0.0006007 0.00281393 0.00222762 0.00218127 0.00457485 0.00232509 0.00191132 0.00117835 0.00402368 0.00142423 0.001153 0.00115573 0.00352754 0.00194782 0.00253303 0.00202011 0.00588707 0.00742582 0.000986671 0.000999365 0.0024635 0.00113175 0.00265907 0.00793729 0.00515694 0.00493062 0.00241751 0.00180287 0.00192894 0.00339165
threshold=0.12218000000000002 0.11671000000000002 -0.084034999999999985 0.087635000000000005 0.088850000000000012 -0.087404999999999997 -0.078244999999999995 0.094820000000000002 -0.023869999999999995 0.091685000000000016 0.2506000000000001 0.08815000000000002 0.008405000000000001 0.087505000000000013 0.086920000000000011 -0.05860499999999999 0.084855000000000014 -0.081224999999999978 1.0000000180025095e-35 0.058775000000000008 -1.0000000180025095e-35 0.041590000000000009 -0.086484999999999992 -0.052259999999999994 0.089905000000000013 -0.55157999999999985 0.10156500000000002 -0.52917499999999984 -0.45015499999999992 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 5 -5 -4 9 -9 10 11 13 -13 14 15 16 -1 -18 19 20 -17 22 23 -22 26 -24 -25 -27 29 -29
right_child=2 -3 6 4 -6 -7 -8 8 -10 -11 -12 12 -14 -15 -16 18 17 -19 -20 -21 21 -23 25 24 -26 27 -28 28 -30 -31
leaf_value=0.0014074803058368465 -0.00051677416802545933 -0.0011889061541296543 0.0012573774782000469 0.00086440791317727412 0.0015758990439836554 -0.00047385455337290127 -2.5305512133941408e-05 0.00035636880483555923 -0.0012955087246092293 0.00076300871232888319 -0.0006734571231600757 -0.0015001057559857146 0.00026639304985740008 0.0009201681170531589 -0.0010059357746504247 0.0011052083689719438 -0.0012588891125614606 0.00091274558435543445 -0.00066374863874997308 -0.00069298302280783124 0.0019320777319080662 -0.00067849078355357057 -0.0015136239923198116 0.0010495139003523946 -0.0012878223428624156 0.00067358884296386118 -0.00035199357487726958 -0.0016348681155068335 -8.64616948764058e-06 0.0001644338960018517
leaf_weight=39 23 20 26 20 27 37 21 30 29 24 26 20 26 23 25 20 31 32 23 21 28 25 22 32 23 38 20 20 2348 22
leaf_count=39 23 20 26 20 27 37 21 30 29 24 26 20 26 23 25 20 31 32 23 21 28 25 22 32 23 38 20 20 2348 22
internal_value=0 -6.64522e-06 0.000289637 1.15591e-06 0.000503629 -4.28878e-06 0.000684264 -1.31664e-05 -0.000455571 -4.12832e-06 -1.05568e-05 -4.48376e-06 -0.00050165 3.70738e-06 -3.90497e-06 5.22432e-06 0.000441902 -0.000155837 -1.16346e-05 -5.90771e-06 -3.5398e-07 -8.93088e-06 -2.37428e-06 0.000495367 -4.10045e-05 -2.32997e-05 0.000510473 -9.79598e-06 -2.06615e-05 -0.000692377
internal_weight=0 3051 70 3031 84 57 47 2947 59 2888 2864 2838 46 2792 2769 2744 102 63 2642 2619 2598 2578 2553 103 75 2450 52 2428 2390 42
internal_count=3121 3051 70 3031 84 57 47 2947 59 2888 2864 2838 46 2792 2769 2744 102 63 2642 2619 2598 2578 2553 103 75 2450 52 2428 2390 42
is_linear=0
shrinkage=0.1


Tree=1538
num_leaves=31
num_cat=0
split_feature=402 402 1212 3 1201 401 401 402 399 1203 132 393 399 399 12 133 1213 3 12 43 4 11 14 16 403 1212 1212 132 160 1375
split_gain=0.000651846 0.000675577 0.000896614 0.0021972 0.00118388 0.000787971 0.00165726 0.00217705 0.00107219 0.00151814 0.0143842 0.00212899 0.00111168 0.00175173 0.00106376 0.00462371 0.00393387 0.00812081 0.00385488 0.0029731 0.0108276 0.00265067 0.00262003 0.00305251 0.00242825 0.00382803 0.00482751 0.00206919 0.00222141 0.00585214
threshold=0.31278000000000006 0.13924000000000003 0.11930500000000001 -0.07793499999999999 -0.08151499999999999 -0.46360499999999999 -0.06959499999999999 -0.43418999999999991 -0.065739999999999979 0.089005000000000015 -0.083284999999999984 0.12069000000000002 0.10788500000000002 0.090310000000000015 0.086420000000000011 0.11524500000000001 0.039620000000000009 -0.085784999999999986 0.086700000000000013 0.0034250000000000005 -0.080094999999999986 0.079300000000000009 0.084525000000000003 -0.5335399999999999 -0.08670499999999999 0.087615000000000012 0.085870000000000016 0.088940000000000005 -0.081969999999999987 -0.15308499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -7 -8 -9 11 -11 12 13 14 15 16 19 -18 -16 21 -21 24 23 -20 -10 26 27 28 -26 -30
right_child=-2 -3 3 -5 5 6 7 8 9 10 -12 -13 -14 -15 18 -17 17 -19 22 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00064244585559334103 0.00055526075219469414 -0.00044061691167631323 0.0009745926059211695 -0.00020667691569542512 -0.00053817049332859892 0.00066956562364499112 -0.00088145159243140374 0.00064385615226526111 -0.00083502813524153848 0.0012505928247595545 -0.0023260410313251548 0.001036063947249204 0.00063917978011347634 -0.00075309659493336036 0.0010079417449084022 -0.0012116035824874416 0.0022890280482401565 -0.00013709878360198155 0.0012207070386714557 -0.0019404664412018303 6.930925045418297e-05 -0.00092786509889147936 -0.001073182532785549 3.2827954279186829e-05 -0.00020246043131310712 -0.0013007937243119591 0.0015637128369971401 -0.00063097213635046503 0.0014103427322282058 8.5515959242922111e-05
leaf_weight=29 21 35 31 32 27 37 28 26 33 22 23 20 27 31 42 34 22 37 22 38 91 31 21 1296 239 21 21 45 35 704
leaf_count=29 21 35 31 32 27 37 28 26 33 22 23 20 27 31 42 34 22 37 22 38 91 31 21 1296 239 21 21 45 35 704
internal_value=0 -3.76144e-06 1.22712e-06 0.000374583 -6.60813e-06 -4.05875e-07 4.52272e-06 -3.93606e-06 4.59238e-06 -1.22928e-06 -0.000577464 7.99868e-06 6.29038e-07 -5.61087e-06 2.87085e-06 -6.02177e-05 -3.04933e-05 0.000767559 6.45889e-05 -6.79218e-05 -0.000522718 -1.59566e-05 3.49991e-05 5.2656e-05 9.78945e-06 3.59669e-05 6.28558e-05 3.20464e-05 6.25534e-05 0.000148261
internal_weight=0 3100 3065 63 3002 2973 2946 2909 2881 2855 45 2810 2790 2763 2732 1351 1317 59 1381 1258 129 1129 1339 1318 1098 1065 1044 1023 978 739
internal_count=3121 3100 3065 63 3002 2973 2946 2909 2881 2855 45 2810 2790 2763 2732 1351 1317 59 1381 1258 129 1129 1339 1318 1098 1065 1044 1023 978 739
is_linear=0
shrinkage=0.1


Tree=1539
num_leaves=31
num_cat=0
split_feature=484 1451 158 484 42 159 1 160 106 40 4 9 50 133 0 12 474 471 1429 11 11 4 43 1 30 0 39 34 34 16
split_gain=0.000634568 0.000777789 0.000735439 0.00279266 0.00554527 0.00553807 0.00329662 0.0034197 0.00167557 0.00113043 0.0014063 0.00117046 0.00109641 0.0132815 0.00430997 0.00231532 0.00194159 0.00236034 0.00164044 0.00149388 0.00319958 0.00236649 0.00193064 0.00130018 0.00241772 0.00188731 0.00214648 0.00188489 0.00335228 0.00152302
threshold=-0.52850499999999989 0.089825000000000002 0.10667500000000002 0.090535000000000018 0.091735000000000025 0.13255000000000003 0.091345000000000023 0.31396500000000005 0.088100000000000012 -0.24134999999999998 0.62931500000000018 0.099965000000000012 -0.099524999999999988 0.090665000000000009 -0.067094999999999988 -0.23059999999999997 -0.26322499999999993 -0.086614999999999984 0.11181500000000001 0.08976000000000002 0.086080000000000018 -0.15289999999999995 -0.53814999999999991 0.13534000000000004 0.087020000000000014 -0.09595999999999999 0.089790000000000023 -0.085739999999999983 -1.0000000180025095e-35 -0.5435399999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 6 -6 7 -4 9 -2 11 12 13 14 -11 -14 -17 -18 19 20 22 -21 -19 24 27 -25 -27 -24 -29 -30
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 -12 -13 15 -15 -16 16 17 18 -20 21 -22 -23 23 25 -26 26 -28 28 29 -31
leaf_value=-0.00056147190975025291 0.0006591660704893562 0.00052828641681311895 -0.00066161302151158453 -0.0012304401905883266 0.00200105530066966 -0.00024273871359500019 -0.0016250746787409298 0.00085968376213052327 0.00079419555215820407 -0.001483094293381209 -0.00070842331042513256 -0.0006282860481437168 0.00092145384944699444 0.0025184140892677187 0.00033639899571426214 -0.00078350278690777488 0.0010316140261817386 0.00087355580925941472 -0.00081469269655644902 0.0013470366502934625 -0.001075741064934326 4.6901496049637602e-05 -0.0009484824547100635 -0.0011038436793919222 0.0010988172756333371 0.00045417283430596755 -0.00076074203646455253 0.0011549749114783481 0.00055444370856151941 -2.055652624180442e-05
leaf_weight=20 26 28 45 23 22 22 20 22 27 23 28 29 27 21 30 32 22 25 25 21 28 42 21 26 20 33 26 25 47 2315
leaf_count=20 26 28 45 23 22 22 20 22 27 23 28 29 27 21 30 32 22 25 25 21 28 42 21 26 20 33 26 25 47 2315
internal_value=0 3.62124e-06 -1.15931e-06 -0.000214144 -3.57105e-05 0.000879158 -0.000498403 -0.000162083 1.00773e-05 2.75669e-06 -3.19817e-06 3.75965e-06 1.02849e-05 0.000390101 -0.000453192 8.29672e-09 -9.17894e-06 8.05407e-08 -8.47023e-06 -8.036e-07 -1.26151e-05 0.00048028 -8.86346e-07 -9.58553e-06 3.87277e-06 -0.000394018 -8.12134e-05 -5.22145e-06 3.07703e-06 -9.11495e-06
internal_weight=0 3101 3073 154 131 44 87 67 2919 2892 2866 2838 2809 74 53 2735 2708 2676 2654 2629 2566 63 2538 2513 2428 85 59 2408 2387 2362
internal_count=3121 3101 3073 154 131 44 87 67 2919 2892 2866 2838 2809 74 53 2735 2708 2676 2654 2629 2566 63 2538 2513 2428 85 59 2408 2387 2362
is_linear=0
shrinkage=0.1


Tree=1540
num_leaves=31
num_cat=0
split_feature=156 474 471 52 52 2 1429 475 49 1372 2 475 0 150 2 157 471 1429 43 474 475 15 4 475 155 448 1451 1456 1456 484
split_gain=0.000665483 0.00283447 0.00155634 0.00115139 0.00240186 0.001636 0.0037457 0.00109465 0.00687889 0.00382063 0.00214587 0.00172004 0.00238567 0.00209709 0.00157405 0.00282351 0.00132349 0.00252898 0.00746225 0.0026874 0.00213182 0.00354295 0.00366471 0.00131615 0.00158305 0.00118833 0.00142662 0.00168659 0.001997 0.00820378
threshold=0.3248100000000001 0.11692000000000001 0.10338500000000002 -0.55692499999999978 -0.55061999999999989 0.091185000000000002 -0.0091699999999999993 -0.085719999999999977 0.10815000000000001 -0.065504999999999994 0.085785000000000014 -0.082549999999999998 -0.085544999999999982 0.099310000000000009 0.098260000000000014 -0.07686999999999998 0.089900000000000022 0.057970000000000008 -0.081454999999999986 0.098780000000000021 -0.0029899999999999996 -0.090644999999999989 -0.011559999999999999 0.055635000000000011 0.10727000000000002 -0.083689999999999987 0.084085000000000007 0.10620000000000002 0.085790000000000019 -0.081614999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 8 10 -9 -6 12 -11 -14 15 -12 17 19 -19 20 21 -13 -23 24 25 -22 27 28 -27 -30
right_child=-2 -3 -4 4 7 6 -8 9 -10 11 14 16 13 -15 -16 -17 -18 18 -20 -21 23 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00033281373034697029 -0.00053591821039014544 0.00097128118892821167 -0.00086340721165816784 -0.0010272081275774249 0.00066887309188924486 -0.00025711503669457596 0.0014517393982808654 -0.0010678995803840841 0.0019881615613121539 0.001157206508408611 0.0001841981332593908 -0.00049421695221099073 -0.00044926930927698881 0.00075722345709800724 0.00037250909422848215 -0.0012821200594771655 0.00075679122508683419 -0.0022430651099421086 0.00010381625699145454 -0.0011617879272671416 -0.00062101364874251892 0.00028297317858232417 0.0019595777097327466 0.00056230758603375696 -0.00086767064957794814 5.4297646723024694e-06 -0.00069293374845680474 0.00065320504274075995 -0.0016532942814978238 0.00063156616253157464
leaf_weight=22 23 30 21 23 31 23 29 34 20 30 24 24 34 25 23 29 22 20 42 20 32 32 22 39 22 2293 30 39 33 30
leaf_count=22 23 30 21 23 31 23 29 34 20 30 24 24 34 25 23 29 22 20 42 20 32 32 22 39 22 2293 30 39 33 30
internal_value=0 3.97873e-06 -5.4799e-06 4.32955e-07 -9.26528e-06 0.000390066 0.0006959 -1.32878e-06 0.000285868 -1.42491e-05 -3.23173e-05 -1.4043e-06 0.000431142 6.19564e-05 -0.000318329 -0.000618127 -1.56623e-05 -2.20081e-05 -0.000653242 -7.04763e-06 1.84867e-06 0.000516726 0.000966034 -1.41007e-05 -2.31688e-05 -1.56071e-05 -7.61826e-06 9.66063e-07 -9.83076e-06 -0.000565265
internal_weight=0 3098 3068 3047 2973 74 52 2950 127 2823 107 2789 89 59 76 53 2700 2678 62 2616 2596 78 54 2518 2479 2457 2425 2395 2356 63
internal_count=3121 3098 3068 3047 2973 74 52 2950 127 2823 107 2789 89 59 76 53 2700 2678 62 2616 2596 78 54 2518 2479 2457 2425 2395 2356 63
is_linear=0
shrinkage=0.1


Tree=1541
num_leaves=31
num_cat=0
split_feature=1429 156 1428 1419 157 474 1446 456 0 456 457 456 130 2 50 132 130 50 51 43 48 2 2 160 43 12 13 43 480 42
split_gain=0.000736383 0.0019717 0.00342641 0.00183214 0.00400301 0.000936662 0.00131108 0.00120135 0.00462422 0.00240762 0.00118235 0.00117256 0.00114279 0.00146939 0.00134841 0.00400772 0.00638669 0.0030155 0.00213469 0.00319849 0.00489011 0.00304995 0.00532906 0.00300143 0.0025161 0.00276945 0.00407772 0.00260701 0.00193424 0.00491389
threshold=0.12521000000000002 0.3248100000000001 0.094820000000000015 0.090190000000000006 -0.06482499999999998 0.11147000000000001 -0.093534999999999993 0.090775000000000008 -0.085254999999999984 0.088285000000000016 -0.010114999999999997 0.087680000000000022 -0.23123999999999997 0.31358000000000003 0.090980000000000019 -0.083284999999999984 0.006490000000000001 0.089915000000000009 0.11548000000000001 -0.04652499999999999 0.10697000000000002 0.090175000000000019 0.095195000000000016 -0.090764999999999985 0.062770000000000006 0.096395000000000022 -0.087404999999999997 -0.013199999999999998 0.086995000000000017 0.091205000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 9 10 11 -9 12 -8 14 17 -16 18 28 21 -20 -21 23 -23 -17 25 26 -25 -28 -14 -30
right_child=-2 -3 -4 4 -6 -7 7 8 -10 -11 -12 -13 13 -15 15 16 -18 -19 19 20 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00078192552485104126 0.00060484056943096217 -0.00096958551688918057 0.00095920461336956246 0.00038256649194019185 -0.0014902395716635511 0.00051495419906651867 0.0007146951208018105 -0.00041988612539843535 -0.0013382882018049714 0.00092323535157317704 0.00048852434387969734 -0.00077161513872852088 5.6627569693152281e-07 -0.0007571178869021913 0.0012981848211736713 -0.00072229223010400619 -0.0015752925209447065 -0.0010819589952006936 0.00030010749491898771 -0.0017254360374443841 0.00019601260676238412 0.0022535533042606576 5.023029073566685e-05 -0.00027527178292451748 -0.00055774662312335123 -0.00030933136563362498 0.00072367659817437497 0.0019320097961798848 -0.00097729012836680353 0.0004704230574330919
leaf_weight=21 20 21 37 21 25 35 22 23 32 28 38 20 2210 26 29 31 22 27 65 26 27 21 23 29 26 32 57 26 64 37
leaf_count=21 20 21 37 21 25 35 22 23 32 28 38 20 2210 26 29 31 22 27 65 26 27 21 23 29 26 32 57 26 64 37
internal_value=0 -3.90093e-06 2.68328e-06 -8.94711e-06 -0.000635263 6.66008e-07 -5.411e-06 -1.10329e-05 -0.000364717 5.16458e-07 0.000146009 -8.64529e-06 -3.19551e-06 -8.88074e-06 -1.81164e-06 0.000164533 7.91411e-05 -3.1267e-05 0.00017941 -0.000170017 -0.000746585 0.000347705 0.00110182 0.000182626 0.000347641 0.000511113 0.000745526 0.00110219 -1.89915e-05 -0.00044694
internal_weight=0 3101 3080 3043 46 2997 2962 2941 93 2848 61 2820 2800 2778 2752 414 385 2338 363 118 53 245 44 201 170 144 112 83 2311 101
internal_count=3121 3101 3080 3043 46 2997 2962 2941 93 2848 61 2820 2800 2778 2752 414 385 2338 363 118 53 245 44 201 170 144 112 83 2311 101
is_linear=0
shrinkage=0.1


Tree=1542
num_leaves=31
num_cat=0
split_feature=130 42 1205 3 14 1 159 129 401 12 12 2 1 4 1429 0 97 34 133 9 2 16 16 0 1 1 16 1 0 3
split_gain=0.000778383 0.00186336 0.000988323 0.000764926 0.00253978 0.00247932 0.00201829 0.00311759 0.00328098 0.00202183 0.0032675 0.00306546 0.00849253 0.00250903 0.00245654 0.00184327 0.0016102 0.00204676 0.00294547 0.00158067 0.00170384 0.00131884 0.00229858 0.00126065 0.00771613 0.00349941 0.00593402 0.00548879 0.00216376 0.00842508
threshold=-0.23647499999999996 0.15665000000000004 0.09993500000000001 -0.13309499999999996 0.062655000000000016 0.12577000000000002 0.10779000000000001 0.085135000000000016 0.080190000000000011 0.089300000000000004 0.095110000000000014 0.09580000000000001 0.090840000000000018 -0.095774999999999985 -0.0079199999999999982 0.12113000000000002 -0.086464999999999986 -0.057544999999999992 0.086695000000000008 0.091905000000000014 -0.080614999999999978 -0.5435399999999998 -0.5335399999999999 -0.15599999999999997 0.085345000000000018 0.10060500000000001 -0.089669999999999986 0.111945 -0.14116499999999996 -0.026224999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 16 6 7 8 9 11 -11 13 -13 -2 -12 -16 -5 18 -18 20 -19 -22 -23 24 -24 26 -26 -27 29 -25
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 14 12 -14 -15 15 -17 17 19 -20 -21 21 22 23 28 25 27 -28 -29 -30 -31
leaf_value=-0.00062185017472074836 -0.0013779218062364427 0.00094278936407395781 -0.00070307023590430616 -0.0008753951062403974 -0.00081592413368455788 0.0012275473948102444 -0.00074701470029712828 0.0012474952362633001 -0.00090804490666355825 0.0014416905128638502 -0.00070385534630116567 0.0020047931640874597 -0.00063827151748081367 9.1700765049262419e-05 0.00012113624307814809 0.0012685774129793225 0.0012231097776693237 0.00083648809074171973 -9.3754109693691139e-05 -0.00074457672569130007 0.00062794696677883623 -0.0010132191864692646 0.0021005822910228743 -0.0022599492507565412 0.00049529731096256344 0.0018035100238193991 -0.001829726591139384 -0.00024314830286465097 -6.0328226848431855e-06 2.3803416780927887e-05
leaf_weight=20 26 21 20 21 39 20 27 24 31 27 23 20 31 21 42 21 33 24 35 29 32 23 20 21 21 20 23 38 2298 70
leaf_count=20 26 21 20 21 39 20 27 24 31 27 23 20 31 21 42 21 33 24 35 29 32 23 20 21 21 20 23 38 2298 70
internal_value=0 4.01064e-06 -2.39012e-06 2.18948e-06 -1.46874e-05 0.000150307 7.67751e-05 0.000160393 5.25811e-05 0.000193716 0.00048199 -0.000138682 0.000398224 -0.000721282 0.000180688 0.000503617 -3.14815e-06 3.66881e-06 0.000545312 -1.03945e-05 -2.1739e-06 -1.0018e-05 -1.80744e-05 -8.95913e-06 0.000304588 -4.75677e-05 -0.000720056 0.000462596 -2.49712e-05 -0.000503216
internal_weight=0 3101 3080 3060 2747 313 293 266 242 211 113 98 51 47 86 63 2708 2687 68 2619 2590 2566 2534 2511 122 102 44 58 2389 91
internal_count=3121 3101 3080 3060 2747 313 293 266 242 211 113 98 51 47 86 63 2708 2687 68 2619 2590 2566 2534 2511 122 102 44 58 2389 91
is_linear=0
shrinkage=0.1


Tree=1543
num_leaves=31
num_cat=0
split_feature=130 121 33 9 3 50 1209 1209 132 1211 16 16 16 2 403 1213 2 42 4 51 16 48 42 0 133 16 2 402 4 13
split_gain=0.000667041 0.00139807 0.00122905 0.000908302 0.00431206 0.000845905 0.00662796 0.0034396 0.00363977 0.00567247 0.00174504 0.00551106 0.00304786 0.00810334 0.00883023 0.00368425 0.00594374 0.00248998 0.010577 0.00312359 0.00791582 0.00406316 0.00280883 0.00401987 0.00604965 0.00500834 0.00401551 0.00446052 0.00689209 0.00341345
threshold=-0.22699999999999995 -0.088279999999999983 -0.012019999999999998 0.091600000000000015 -0.011549999999999998 0.089465000000000017 -0.089214999999999989 -0.025744999999999997 -0.083284999999999984 0.11013500000000002 -0.073404999999999984 -0.076669999999999988 -0.039889999999999988 0.090935000000000016 -0.081499999999999989 -0.051744999999999992 0.097385000000000013 0.082250000000000004 -0.082249999999999976 0.080335000000000018 -0.10850999999999998 0.087310000000000013 0.084835000000000008 -0.086934999999999985 0.092845000000000011 -0.14771999999999999 0.092875000000000013 -0.0088649999999999979 -0.078439999999999996 -0.091559999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 -7 -9 -10 11 17 13 -12 -15 -16 -17 19 -19 -8 -21 -22 -20 24 25 -24 27 -25 -29 -27
right_child=1 2 3 4 -6 7 10 8 9 -11 12 -13 -14 14 15 16 -18 18 22 20 21 -23 23 26 -26 29 -28 28 -30 -31
leaf_value=-0.00050439768461868744 0.00078098521259127433 -0.00067329544755112796 -0.0013744251505057846 -0.00033076286856685918 0.0015251327206247621 0.0013981290557421745 2.923115496155399e-05 0.001111486999575244 8.2236949947804951e-05 -0.0013379319930875986 -0.0017483892662522313 0.0014723506041004189 -3.060683404617413e-05 0.0017737531846034387 0.00024553899892379303 -0.0023519918544306646 -0.00014293825591047262 0.0021247214646012125 0.0010863481529263988 -0.002354642126738327 -0.00077098004153413062 0.00059367452035075986 0.00029214643002829489 -0.00014194328067523818 -0.001933319686795585 -0.00015403912661390173 -0.00023221560319544259 0.0025572178612212437 0.00038022107345926946 -0.001811852701749835
leaf_weight=26 23 27 36 31 21 20 552 31 450 30 39 28 1208 21 37 21 29 28 27 20 48 40 109 31 20 27 59 26 33 23
leaf_count=26 23 27 36 31 21 20 552 31 450 30 39 28 1208 21 37 21 29 28 27 20 48 40 109 31 20 27 59 26 33 23
internal_value=0 4.23727e-06 -1.57822e-06 4.37789e-06 0.000418733 -2.82107e-06 -2.75105e-05 0.000111652 6.13009e-05 -6.52361e-06 -7.52329e-06 8.7873e-05 -8.29251e-05 -0.00051286 -6.6697e-05 -0.000510944 -0.00107074 5.07058e-05 0.000253534 -6.69959e-05 -0.000558823 -0.000150683 0.000105947 2.52436e-05 -0.000294157 -8.7973e-05 0.000408953 0.000829275 0.00133958 -0.000916633
internal_weight=0 3095 3072 3045 52 2993 2462 531 511 480 2426 1071 1355 147 108 87 50 1043 383 660 108 88 355 328 179 159 149 90 59 50
internal_count=3121 3095 3072 3045 52 2993 2462 531 511 480 2426 1071 1355 147 108 87 50 1043 383 660 108 88 355 328 179 159 149 90 59 50
is_linear=0
shrinkage=0.1


Tree=1544
num_leaves=31
num_cat=0
split_feature=1446 1429 1429 157 151 1429 16 475 0 0 474 43 474 474 472 474 49 12 155 156 3 49 51 51 16 3 4 3 13 9
split_gain=0.000705432 0.000703759 0.00520645 0.00483434 0.00426727 0.0062892 0.00180845 0.00150145 0.00232722 0.00312045 0.00209327 0.00195065 0.00175137 0.00135852 0.00163106 0.00155336 0.00488491 0.00239085 0.00133519 0.00235554 0.00163687 0.00123356 0.00296752 0.00261029 0.00230764 0.00202928 0.00294434 0.00242667 0.00208676 0.00132654
threshold=0.11655500000000001 0.083985000000000018 0.083725000000000008 -0.087184999999999985 -0.54917999999999989 0.052280000000000007 0.27776000000000006 -0.084374999999999992 -0.084269999999999984 -0.097274999999999986 0.086990000000000012 -0.065269999999999981 0.084510000000000016 0.11085000000000002 -0.081684999999999994 0.08708500000000001 0.005085000000000001 0.086565000000000017 0.11562500000000002 -0.048679999999999994 -0.07793499999999999 0.10858500000000001 -0.44986999999999994 -0.44986999999999994 0.51222500000000004 -0.042499999999999989 0.24564500000000003 0.13524500000000003 -0.075974999999999987 -0.090799999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 13 7 10 9 -9 12 -10 -5 14 -6 18 17 -17 19 -16 -20 23 -23 -21 25 26 28 -27 -24 -25
right_child=-2 3 -4 6 5 -7 -8 8 11 -11 -12 -13 -14 -15 15 16 -18 -19 20 21 -22 22 24 29 -26 27 -28 -29 -30 -31
leaf_value=0.0014588172553339973 -0.00043404723440510905 0.0015825213929267857 -0.0015410447702213954 -0.00061326689152117601 0.00076173659422081605 -0.0014982902486475984 0.00088628808629106397 -7.9977683102091165e-05 -0.00065834884926995363 0.0016653462685644626 -0.0012505214084826766 0.00042032857250887904 0.00042501069729041776 -0.00062026249053066275 0.0010836200939957053 -0.00046648187314779293 0.0016383610457220738 0.00072887401825196495 -0.0011620730160343969 0.00095710154012616344 7.2224845366907259e-05 -0.0011443877517576179 0.00062256217235699294 -0.00075320881467474553 0.00090118601094997899 0.00069231239717620885 -0.0015841865790120905 -0.00050397894393730287 -0.00065790437594322225 1.0014999749063445e-05
leaf_weight=20 37 22 22 33 29 28 22 21 38 20 21 30 32 34 20 44 24 27 22 29 21 31 20 23 21 39 21 30 35 2305
leaf_count=20 37 22 22 33 29 28 22 21 38 20 21 30 32 34 20 44 24 27 22 29 21 31 20 23 21 39 21 30 35 2305
internal_value=0 5.20743e-06 -8.63819e-06 0.000170023 3.30405e-06 -7.08135e-06 2.68199e-05 -7.01457e-05 0.00017633 0.0007714 -0.00038254 -0.000182462 -0.000102115 7.96508e-06 1.57578e-05 7.78085e-06 0.000405001 -1.19099e-05 -6.63867e-06 2.59343e-06 -0.000559276 -5.87193e-06 -0.000246262 1.42201e-05 -7.85398e-05 -0.000220431 -0.000576886 0.000172186 -0.00019228 2.47456e-06
internal_weight=0 3084 2845 239 2823 2803 217 195 109 41 86 68 65 2775 2741 2712 95 71 2617 2574 43 2554 197 2357 166 145 76 69 55 2328
internal_count=3121 3084 2845 239 2823 2803 217 195 109 41 86 68 65 2775 2741 2712 95 71 2617 2574 43 2554 197 2357 166 145 76 69 55 2328
is_linear=0
shrinkage=0.1


Tree=1545
num_leaves=31
num_cat=0
split_feature=401 401 4 131 400 133 49 51 157 15 2 51 3 13 154 48 3 133 42 133 133 130 402 1446 480 0 43 16 43 13
split_gain=0.000708134 0.000760777 0.00125774 0.000748372 0.00131781 0.00082289 0.000944347 0.00452526 0.00417969 0.00554974 0.00613013 0.00257237 0.00184265 0.0037247 0.00176242 0.00162279 0.0020348 0.0015237 0.00474064 0.00370694 0.00330044 0.00309649 0.00436312 0.00370703 0.00841549 0.00324836 0.00370589 0.0047678 0.00472913 0.00381589
threshold=-0.47144999999999992 -0.16990499999999997 -0.076229999999999978 -0.099524999999999988 0.11741500000000001 -0.54084999999999994 0.10969000000000002 -0.44986999999999994 -0.086244999999999988 -0.053579999999999996 0.10855000000000002 -0.44986999999999994 -0.03694999999999999 -0.075974999999999987 0.085530000000000009 0.13252500000000003 0.097915000000000016 0.087625000000000022 -0.16797499999999996 0.088115000000000013 0.087435000000000013 0.09290000000000001 0.11174500000000002 0.083715000000000026 0.086850000000000024 -0.14226499999999997 0.055925000000000009 -0.25582999999999995 -0.015774999999999994 -0.086804999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 11 -8 -9 12 -11 -7 13 -10 17 16 -14 20 -19 -20 -13 22 23 24 25 -21 28 -28 29 -27
right_child=1 3 -4 4 -6 6 7 8 9 10 -12 14 15 -15 -16 -17 -18 18 19 21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00050990489986293985 0.00010105259041301906 0.00043707912853465248 -0.00091243276341022774 0.00056389450932888745 -0.00058131449039091167 0.00092159419681035705 -0.0013396680533575515 -0.0012441138490103185 0.00018963238196165275 0.0021896936421399006 -4.7776266583241523e-05 -1.3799276741899292e-05 0.00049965332575430653 -0.0013017416577306852 -0.00092981738736853015 0.00074005448149019404 -0.00084822970481278999 -0.0013556955801323056 0.0011646220324205627 0.0014085172233171761 -0.0011933330456182982 0.0012267269049771132 -0.0012905304851962931 0.0011110323564640272 -0.0019351176347117871 0.0010061717504868284 -7.7896296279504905e-05 0.0021056322555523367 -0.0014571048046318107 -3.5728345196573705e-05
leaf_weight=27 25 39 24 26 39 31 30 25 33 24 25 2048 21 34 20 29 24 20 38 20 24 25 22 37 20 40 20 20 21 290
leaf_count=27 25 39 24 26 39 31 30 25 33 24 25 2048 21 34 20 29 24 20 38 20 24 25 22 37 20 40 20 20 21 290
internal_value=0 -4.44973e-06 -0.000395348 1.8406e-06 -3.80621e-06 3.7849e-06 -1.16677e-06 -0.00018914 -2.86008e-05 0.000131335 0.00104813 1.59153e-05 -0.000187266 -0.000567184 5.38023e-06 0.000156713 -0.000219218 1.24517e-05 0.000156781 0.000211482 -2.74618e-05 0.000141153 8.57667e-05 0.000150464 6.80027e-05 0.000165478 0.000101896 0.00101387 -2.03291e-06 9.05626e-05
internal_weight=0 3094 49 3045 3006 2967 2941 245 215 190 49 2696 141 67 2665 74 45 2645 573 553 2072 515 490 468 431 411 391 40 351 330
internal_count=3121 3094 49 3045 3006 2967 2941 245 215 190 49 2696 141 67 2665 74 45 2645 573 553 2072 515 490 468 431 411 391 40 351 330
is_linear=0
shrinkage=0.1


Tree=1546
num_leaves=31
num_cat=0
split_feature=481 1447 2 1447 481 481 481 42 1212 15 15 15 0 1 42 43 15 403 1212 1201 1203 1211 1203 1209 4 3 403 403 16 402
split_gain=0.000715848 0.00711725 0.00826038 0.00268823 0.00177198 0.00204227 0.00131008 0.0015408 0.000888583 0.00230799 0.00339723 0.00272934 0.00201524 0.00189607 0.00400016 0.00339885 0.00308541 0.00165262 0.00147535 0.00153603 0.00173494 0.00189105 0.00163193 0.00123538 0.00264583 0.00315096 0.0011417 0.00189818 0.00905816 0.00180048
threshold=-0.086484999999999992 -0.085684999999999997 0.085485000000000019 0.059120000000000013 -0.084329999999999988 -0.081334999999999977 -0.076669999999999988 0.084695000000000006 0.087490000000000012 0.086495000000000002 0.088235000000000022 0.084510000000000016 -0.090809999999999988 0.091785000000000019 0.091295000000000015 -0.036954999999999995 0.090615000000000015 -0.085079999999999975 0.086310000000000012 -0.08151499999999999 0.089165000000000008 0.092635000000000009 0.099940000000000015 0.08456000000000001 -0.081714999999999996 -0.079724999999999976 -0.5341999999999999 -0.49218499999999993 -0.082779999999999979 -0.45015499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6 7 -7 18 11 -11 12 -10 14 15 -12 -17 -14 19 -8 21 23 -22 26 -25 -26 -21 28 -28 -29
right_child=4 2 3 -5 5 6 8 -9 9 10 13 -13 17 -15 -16 16 -18 -19 -20 20 22 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=0.0014364851847390777 -0.00069721165621288231 -0.0014594252508900623 -5.4646127058991371e-05 0.0014633123844396325 0.00080653607353357772 9.728501696372406e-05 -0.00082471433358833842 -0.0010911587155230033 0.00098419054411351685 -0.0011100349472214406 -0.00059723471729186076 0.0012781550939133229 0.00033985355449840426 0.00099037518906367372 -0.0010424530403854858 4.3064996134489781e-07 0.0016987197030254681 -0.00087971937726251783 -0.00083341519348323345 -0.00057871884168384392 0.0012538189872256704 -0.00093809658666776322 6.8587468166907245e-05 0.0012579083389330967 -0.00058803264700275448 0.00091870338301700742 -0.00082101851914320961 -0.00088574307592352857 0.0019288175118854268 -1.5183687559521264e-05
leaf_weight=35 37 34 28 20 31 20 23 24 21 26 23 34 25 22 28 20 23 20 22 36 21 22 26 24 35 23 23 24 25 2346
leaf_count=35 37 34 28 20 31 20 23 24 21 26 23 34 25 22 28 20 23 20 22 36 21 22 26 24 35 23 23 24 25 2346
internal_value=0 0.000242672 -0.000266882 0.000577837 -9.45162e-06 -8.74907e-07 -9.40002e-06 -0.000550957 -1.16057e-06 0.000182267 -7.68914e-05 0.000550272 0.000175302 0.000154675 -4.0914e-05 0.000383981 0.000908818 -0.000202179 -1.79113e-05 -1.10844e-05 -3.90075e-06 -1.49628e-05 0.000598159 -6.95457e-06 0.000374864 9.46612e-06 -1.9713e-05 -1.13903e-05 0.000611188 -2.39995e-05
internal_weight=0 117 82 48 3004 2967 2936 44 2892 242 142 100 66 116 94 66 43 45 2650 2628 2605 2558 47 2536 82 58 2454 2418 48 2370
internal_count=3121 117 82 48 3004 2967 2936 44 2892 242 142 100 66 116 94 66 43 45 2650 2628 2605 2558 47 2536 82 58 2454 2418 48 2370
is_linear=0
shrinkage=0.1


Tree=1547
num_leaves=31
num_cat=0
split_feature=401 402 42 403 402 403 12 1208 3 0 13 0 51 0 34 97 9 50 129 133 3 12 131 0 3 43 51 49 1213 49
split_gain=0.000679032 0.000736735 0.00579449 0.00228367 0.00162719 0.000920776 0.0065563 0.00270767 0.000774934 0.00187678 0.00369615 0.00272588 0.00317347 0.0022297 0.00190453 0.00274744 0.00173196 0.00148479 0.00134322 0.00266324 0.00233962 0.00297351 0.00453607 0.00395506 0.00224579 0.00230218 0.0150766 0.00238887 0.00282352 0.00408469
threshold=-0.47144999999999992 -0.43418999999999991 0.11603500000000001 -0.44023999999999991 -0.41217999999999994 -0.53960999999999981 0.092355000000000007 0.098655000000000007 -0.092644999999999991 0.10455500000000001 -0.055129999999999992 0.047850000000000011 -0.12463499999999998 1.0000000180025095e-35 -0.057544999999999992 -0.079444999999999988 0.089995000000000006 0.13881500000000002 0.10596500000000002 -0.0036349999999999998 -0.088784999999999989 0.085785000000000014 0.10194500000000002 -0.083804999999999977 -0.088084999999999983 0.062770000000000006 0.081440000000000026 0.10211000000000002 -0.018814999999999995 0.094245000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -6 8 -7 11 -11 13 -13 14 15 -10 17 18 20 -20 21 -16 23 -23 -22 -26 27 28 -27 -30
right_child=1 4 -4 -5 5 7 -8 -9 9 10 -12 12 -14 -15 16 -17 -18 -19 19 -21 24 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00049931731234580557 -0.00040206255978860318 0.00090169182272802583 -0.0016991150660379346 0.0010727004103717349 -0.00057278157761081678 0.00010513325908005253 0.0012728738247221229 -0.00083992730013470948 -4.0452394922099571e-05 -0.0016861563350539658 5.7512277647131876e-05 -0.00013074297154241283 0.0014818124030940593 -0.00077858072935412523 0.00032152122995980528 0.0013405051031149925 -0.00089432773377705853 0.00063365182949757376 0.0012071741824038328 -0.00026760629449806096 0.00068003964597462786 -0.0023715110513148831 0.00045979363864965064 -0.00068141195328078345 6.3873059505122597e-06 0.00070310947034628161 -0.0025993095401925254 0.00091880189062541599 -0.00013187369433349916 -0.0016382843822655214
leaf_weight=27 21 20 21 21 39 555 38 39 34 20 31 23 26 39 34 25 23 34 25 24 45 20 22 45 1643 31 26 23 126 21
leaf_count=27 21 20 21 21 39 555 38 39 34 20 31 23 26 39 34 25 23 34 25 24 45 20 22 45 1643 31 26 23 126 21
internal_value=0 -4.35733e-06 -0.000342826 0.000335319 2.67781e-06 -3.29372e-06 0.000338061 -1.22523e-05 -1.10223e-06 -2.62991e-05 -0.000626279 -1.29313e-05 0.000724899 -2.90713e-05 -1.57906e-05 0.000544699 -3.12289e-05 -2.18607e-05 -3.25501e-05 0.000484833 -4.50018e-05 -0.000471459 -0.00078136 -0.00120144 -1.80559e-05 -3.4855e-05 -0.000333362 -4.02548e-05 -0.000164178 -0.000347075
internal_weight=0 3094 63 42 3031 3011 77 2934 2895 2340 51 2289 49 2240 2201 59 2142 2119 2085 49 2036 121 87 65 1915 1870 227 201 178 147
internal_count=3121 3094 63 42 3031 3011 77 2934 2895 2340 51 2289 49 2240 2201 59 2142 2119 2085 49 2036 121 87 65 1915 1870 227 201 178 147
is_linear=0
shrinkage=0.1


Tree=1548
num_leaves=31
num_cat=0
split_feature=1211 2 1211 1212 1212 481 13 3 12 42 481 481 481 42 483 481 1455 52 43 1 1456 154 49 12 51 13 16 49 49 50
split_gain=0.000671131 0.00266742 0.00117426 0.000953579 0.000928417 0.000942973 0.00422641 0.0114833 0.00419351 0.00369466 0.00142294 0.00161676 0.000990255 0.00135337 0.000888841 0.0014782 0.00105083 0.00268157 0.00220443 0.00184197 0.00155081 0.00154873 0.00202444 0.00535813 0.00661655 0.00637037 0.00499662 0.00486014 0.00462912 0.00252496
threshold=0.11789500000000001 0.094095000000000012 0.11088500000000003 0.11579500000000002 0.10654500000000001 -0.086484999999999992 -0.085744999999999988 -0.082094999999999987 0.090840000000000018 0.084145000000000011 -0.084329999999999988 -0.081334999999999977 -0.076669999999999988 0.084695000000000006 -0.47356499999999996 -0.065999999999999989 0.083760000000000015 0.51307000000000014 -0.070064999999999975 0.098220000000000016 0.091295000000000001 0.084190000000000001 0.11560500000000001 0.083715000000000026 -0.084114999999999981 -0.068269999999999983 -0.026164999999999997 0.11136000000000001 0.10877000000000002 -0.23848499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 9 -8 -9 -1 -7 -12 13 -13 -14 -16 20 19 -19 -18 21 22 27 26 25 -25 -24 28 29 -17
right_child=1 -3 -4 -5 -6 10 7 8 -10 -11 11 12 14 -15 15 16 17 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00043426362858735963 0.00095979179672819263 -0.00053113180794753137 -0.00066249078528791744 0.00051886570639908308 -0.00060110687985658073 -0.00062823448667611074 0.0026683197266803207 -0.0011046538190963805 0.00089606900932267305 -0.0013027751968669086 0.00072616122973461947 0.00012500261014793067 -0.00065246428407373888 -0.00098881276680913284 0.00085717278212541718 0.00090094595441534634 0.00069968623974601041 0.00024354316208147163 -0.0011919586159638128 -0.00033932374014208715 -0.00066370320989360182 0.00082379390263337307 -0.00024053789107711054 -0.0031046226187027063 -0.0001093069435933567 -0.00058066262863576412 0.0015212682568579278 0.0014847303687764164 -0.001523421155579854 -7.7217264691098859e-06
leaf_weight=25 30 20 27 35 26 37 22 22 20 24 30 20 21 24 20 31 91 23 20 21 37 22 60 20 49 20 22 22 20 2260
leaf_count=25 30 20 27 35 26 37 22 22 20 24 30 20 21 24 20 31 91 23 20 21 37 22 60 20 49 20 22 22 20 2260
internal_value=0 0.000363422 -5.91701e-06 -9.32599e-08 -6.12967e-06 -9.43816e-07 0.000282407 0.000817532 -0.000151929 -0.000416531 -1.21001e-05 -4.05321e-06 -1.18686e-05 -0.000482533 -4.3625e-06 6.08336e-07 -5.69457e-06 0.000247148 -0.000424132 0.000504872 -2.09855e-05 -1.15712e-05 -1.89106e-05 -0.00035103 -0.000888334 -0.00184264 0.000232142 5.43243e-06 -8.65002e-06 4.57365e-06
internal_weight=0 50 3071 3044 3009 2983 113 64 42 49 2870 2833 2803 44 2759 2738 2718 155 43 112 2563 2526 2504 171 89 40 82 2333 2311 2291
internal_count=3121 50 3071 3044 3009 2983 113 64 42 49 2870 2833 2803 44 2759 2738 2718 155 43 112 2563 2526 2504 171 89 40 82 2333 2311 2291
is_linear=0
shrinkage=0.1


Tree=1549
num_leaves=31
num_cat=0
split_feature=12 130 147 142 11 33 9 3 147 1348 2 2 0 11 11 1429 156 155 12 155 0 2 4 2 4 12 1 13 15 3
split_gain=0.000659064 0.00138595 0.000884978 0.00112418 0.00141911 0.00141214 0.00147404 0.00421433 0.00120321 0.00181561 0.00106413 0.00223615 0.00103972 0.000836966 0.00148629 0.00174629 0.00131276 0.00156464 0.00129624 0.00108386 0.00146026 0.00323952 0.00313603 0.00189096 0.00122249 0.00261597 0.00666389 0.00158225 0.0113576 0.00216263
threshold=0.23631000000000002 -0.22562499999999999 0.11204500000000002 -0.057499999999999989 -1.0000000180025095e-35 -0.012019999999999998 0.091600000000000015 -0.014944999999999998 0.095485000000000014 -1.0000000180025095e-35 -0.080614999999999978 -0.023999999999999997 -0.26343999999999995 0.096435000000000007 0.092630000000000018 0.12365500000000001 0.15608500000000003 0.12509500000000004 0.10388500000000002 0.112835 0.11070500000000001 0.11093500000000002 -0.51253999999999988 0.098035000000000011 -0.15289999999999995 0.085785000000000014 0.084785000000000013 -0.17933499999999997 -0.0040799999999999994 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 8 -8 9 -7 -11 -12 -13 14 15 16 17 19 -15 20 22 23 -14 -22 25 26 -24 28 -26 -29
right_child=-2 2 -4 4 5 6 7 -9 -10 10 11 12 13 18 -16 -17 -18 -19 -20 -21 21 -23 24 -25 27 -27 -28 29 -30 -31
leaf_value=0.00074551619077101346 -0.00053332727655525439 0.0007495374092832208 -0.00066510369651950896 -0.0007112803343001621 -0.00079429287765048109 -0.00091028170837406924 -0.00035702002192424106 0.0016486651831291964 0.00061127836154355468 0.00055776111839804803 -0.00087864914896962202 0.00068873920298012149 -0.000943750400458359 0.0010268766060471536 -0.00086739795806352056 0.00088515207753516736 -0.00076167035693525467 0.00078447029186645527 -4.3950732036207162e-05 -0.00074373523093527192 0.00030038911243900659 -0.00058672252233095824 0.0020627594145480543 0.0015567881981437296 0.00010561308535911581 -0.00067540663082829935 8.3476132558037841e-05 8.0972243885985958e-06 -0.0025429725757567211 -0.00092704405088443308
leaf_weight=25 23 20 20 28 22 22 22 20 32 34 29 22 36 20 20 22 23 25 26 20 25 21 22 23 85 22 75 2292 20 25
leaf_count=25 23 20 20 28 22 22 22 20 32 34 29 22 36 20 20 22 23 25 26 20 25 21 22 23 85 22 75 2292 20 25
internal_value=0 3.95951e-06 -2.07333e-06 2.27013e-06 -2.65745e-06 3.94536e-06 9.83247e-06 0.000598068 1.43196e-06 -5.27656e-06 1.61991e-06 -5.00778e-06 3.96375e-06 -1.41279e-06 -8.47367e-06 -2.19499e-06 -9.38792e-06 -2.95816e-06 0.000421626 -1.03421e-05 -4.79874e-06 0.000449198 -1.69547e-05 0.000902414 -3.82414e-06 0.000309096 0.000532386 -1.91988e-05 -0.000398879 -1.99278e-06
internal_weight=0 3098 3073 3053 3033 3005 2983 42 2941 2909 2887 2853 2824 2802 2756 2736 2714 2691 46 2666 2646 69 2577 48 2541 119 97 2422 105 2317
internal_count=3121 3098 3073 3053 3033 3005 2983 42 2941 2909 2887 2853 2824 2802 2756 2736 2714 2691 46 2666 2646 69 2577 48 2541 119 97 2422 105 2317
is_linear=0
shrinkage=0.1


Tree=1550
num_leaves=31
num_cat=0
split_feature=33 9 3 10 130 42 2 394 129 0 3 52 43 3 1184 129 0 129 2 12 43 42 14 1 11 14 9 30 14 14
split_gain=0.000755044 0.000790149 0.0025256 0.000865582 0.00301203 0.00246716 0.00134606 0.00078154 0.00170584 0.00259833 0.00333939 0.00316076 0.0037895 0.00227833 0.00162469 0.00128919 0.00312378 0.00175337 0.00386773 0.00354599 0.00355518 0.00332681 0.00135105 0.00250451 0.00367397 0.00147827 0.00121117 0.0034016 0.00172211 0.00430093
threshold=-0.018454999999999996 0.091905000000000014 -0.13309499999999996 -0.38124499999999995 -0.22562499999999999 0.15021500000000002 0.31765000000000004 -0.0065099999999999993 0.10311000000000002 -0.11756999999999999 -0.089819999999999983 0.087435000000000013 -0.0084099999999999991 -0.10831999999999999 0.081725000000000006 0.10327000000000001 -0.080434999999999993 0.083780000000000007 0.087015000000000023 0.097575000000000009 -0.095049999999999982 -0.16797499999999996 0.078400000000000011 0.085605000000000014 0.076920000000000002 0.018475000000000002 -0.085744999999999988 0.087020000000000014 -0.31455999999999995 -0.45282499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 -5 7 -2 8 9 -6 13 12 14 -11 -12 17 -17 21 -19 20 -20 -9 25 24 -24 26 27 -23 29 -28
right_child=1 2 -4 4 5 -7 -8 15 -10 10 11 -13 -14 -15 -16 16 -18 18 19 -21 -22 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00054735577735118572 -7.4005817346598803e-05 0.00046492140252320539 -0.00094643042443749443 -0.0011699261737786318 -0.00098909780845999533 0.00099370664265006794 0.0010477233654819429 -0.0013100685187964701 0.00083903697624478047 0.00027652906719595195 0.00077096437962609343 -0.00030315453283643972 0.001717918010763242 -0.00104635361659651 -0.00034537355902350761 -0.0012576972341035058 0.00029358140472322705 0.0015712275720116767 -0.0012025091492642579 0.0011595806921832264 0.00036104694502710395 -0.0014990812889300288 -0.00096536260035853566 0.001273546762497616 0.0008838264655258338 -0.00077722996535997549 9.0457615962285285e-06 0.0002841055772834174 -2.5073277757834675e-05 0.0017174032976618036
leaf_weight=25 23 21 32 22 21 25 20 20 33 23 32 36 30 30 22 27 25 22 26 22 33 20 21 23 22 26 56 23 2340 20
leaf_count=25 23 21 32 22 21 25 20 20 33 23 32 36 30 30 22 27 25 22 26 22 33 20 21 23 22 26 56 23 2340 20
internal_value=0 -4.41986e-06 -0.000387216 2.2473e-06 -4.13794e-06 4.47433e-06 0.000447729 -3.90047e-06 0.000174376 6.13151e-05 0.000188822 0.000480805 0.000816788 -0.000472272 0.00031616 -1.87459e-05 -0.00051189 -9.156e-06 0.000395409 7.60505e-05 -0.000327978 -2.53638e-05 -1.52916e-05 0.00043126 -1.92659e-05 -2.71517e-05 -1.92208e-05 -0.000545284 -9.85796e-06 0.000458614
internal_weight=0 3096 53 3043 3000 2978 43 2953 227 194 173 120 84 53 54 2726 52 2674 103 81 59 2571 2551 66 43 2485 2459 43 2416 76
internal_count=3121 3096 53 3043 3000 2978 43 2953 227 194 173 120 84 53 54 2726 52 2674 103 81 59 2571 2551 66 43 2485 2459 43 2416 76
is_linear=0
shrinkage=0.1


Tree=1551
num_leaves=31
num_cat=0
split_feature=147 151 484 1374 131 52 133 133 133 40 2 49 3 42 42 52 133 15 483 483 13 3 483 43 484 1177 42 42 1456 42
split_gain=0.000624636 0.000831178 0.00171376 0.00414639 0.00187042 0.00191513 0.00206829 0.00386267 0.00269176 0.00227464 0.0024383 0.00342104 0.0045365 0.00195815 0.00225762 0.00188981 0.00120693 0.00118071 0.00103888 0.00514572 0.00494654 0.00400227 0.00277698 0.00220658 0.00203143 0.00151808 0.00147781 0.0039812 0.00334967 0.00657343
threshold=-1.0000000180025095e-35 -0.080994999999999998 0.091180000000000011 0.085030000000000008 0.091295000000000015 0.008405000000000001 0.088285000000000016 0.087625000000000022 0.086990000000000012 -0.081564999999999985 0.10559 0.0043850000000000009 -0.0025099999999999996 -0.090989999999999988 0.083715000000000026 -0.016329999999999997 0.090665000000000009 -0.084564999999999987 0.098395000000000024 0.10357500000000001 -0.085384999999999975 -0.077774999999999983 0.095250000000000015 -0.065269999999999981 -0.070679999999999979 -0.074249999999999997 0.085730000000000015 0.086135000000000003 0.085790000000000019 0.091205000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 -2 11 12 13 -11 -15 -16 -8 -12 22 -20 -21 -22 25 24 -23 -3 -27 -28 -29 -30
right_child=1 18 -4 -5 -6 -7 16 -9 -10 10 17 -13 -14 14 15 -17 -18 -19 19 20 21 23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.00053096511057281696 0.0011563626431430188 0.00060846510612846993 0.00097541532469103522 -0.0013151207368355244 -0.00077635375593672513 0.00099606023346684113 -0.0010372073073605342 0.0015875433979090304 -0.00064405436549694415 0.00087770179601474895 0.00035083161546262326 0.0011279853996321826 -0.0016303922748193145 -0.00079296725824759865 0.0008986065609623557 -0.00043051266198745002 1.1352679449255054e-05 0.0013645659195026384 0.001461829647554883 0.0012052985029295088 -0.0014052573013705787 -0.00021585754307341717 -0.00090334749337570334 -0.00070698457024991512 0.0011750764845471298 -9.0336035398910877e-05 0.0012653679349265683 8.0423676410226535e-05 -0.0016812192580302158 0.00055002976188679102
leaf_weight=22 26 38 23 20 20 29 21 20 37 21 27 21 20 36 23 20 23 20 28 25 27 21 36 25 21 1506 27 884 31 23
leaf_count=22 26 38 23 20 20 29 21 20 37 21 27 21 20 36 23 20 23 20 28 25 27 21 36 25 21 1506 27 884 31 23
internal_value=0 3.76937e-06 0.000136961 8.6741e-05 0.000163766 0.000218424 0.000146833 0.000250083 0.000143513 0.000279681 0.000158437 -4.94861e-05 -0.000255544 1.94261e-05 -0.000208723 0.000280412 -0.000489096 0.000782208 -1.63677e-05 0.000242114 -4.48782e-05 -0.000377372 -3.12977e-05 3.68505e-05 0.000479609 -1.87852e-05 -2.84313e-05 6.81786e-05 3.37179e-05 -0.000730872
internal_weight=0 3099 407 384 364 344 315 271 251 214 188 141 120 100 79 43 44 47 2692 147 119 94 2545 67 42 2509 2471 965 938 54
internal_count=3121 3099 407 384 364 344 315 271 251 214 188 141 120 100 79 43 44 47 2692 147 119 94 2545 67 42 2509 2471 965 938 54
is_linear=0
shrinkage=0.1


Tree=1552
num_leaves=31
num_cat=0
split_feature=403 1210 391 1176 129 129 130 1204 3 3 484 129 42 131 132 0 2 132 48 16 12 4 0 1 472 42 0 13 0 51
split_gain=0.000635948 0.00083605 0.000768052 0.00100366 0.000977015 0.000972226 0.00124459 0.00150477 0.00105017 0.00219137 0.00193168 0.00181804 0.00287027 0.00151196 0.00397603 0.00232036 0.0024038 0.00200053 0.00178553 0.00327007 0.00266943 0.00201081 0.00386761 0.00169807 0.00330324 0.00286553 0.0014344 0.00319373 0.00238243 0.00280293
threshold=0.55673500000000009 -0.42132499999999995 -0.086514999999999981 0.085295000000000024 0.11561 0.10596500000000002 0.12884500000000002 0.053645000000000005 -0.094299999999999981 -0.096099999999999977 0.088000000000000009 0.086095000000000019 -0.12995999999999999 0.079610000000000014 0.081240000000000021 -0.10836499999999999 0.09167500000000002 0.093160000000000007 -0.032929999999999994 -0.23935499999999996 0.084100000000000022 -0.50052499999999989 0.12411500000000002 0.107145 -1.0000000180025095e-35 0.084635000000000016 0.10455500000000001 -0.055129999999999992 0.047850000000000011 -0.12463499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 9 10 11 12 -4 14 15 16 -14 -15 -17 -20 -21 22 -22 24 -23 -26 28 -28 -10 -30
right_child=-2 2 3 -5 -6 -7 -8 -9 26 -11 -12 -13 13 17 -16 18 -18 -19 19 20 21 23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00061913424552502959 -0.0004178691247943789 0.00052180581898742927 -0.0010676616628188639 -0.00069327816932595199 -0.00069615564774721866 0.00050113391503728982 -0.00075077871707352731 0.0008476428852494186 -3.3323540089829135e-05 0.0008475512160191264 -0.0006160730574169736 0.00086537156424920767 0.0013030780339613557 -0.0010097162909223699 0.0014176396453622147 -0.00073178677834690581 3.7164949171710764e-05 0.00033210332854650916 0.0012080554232892136 -0.001146833616658114 -0.00019841435042997969 -0.0014456118107773364 0.0016031261565248398 0.00066518818025740431 0.00027609501095768693 -0.00096222786419093611 -0.0015398526436183604 8.0979397828360246e-05 -0.00013275081089333349 0.0013827405348330593
leaf_weight=22 36 28 21 21 20 39 22 21 2289 39 38 31 30 25 25 31 30 20 23 20 26 20 22 23 74 25 20 31 23 26
leaf_count=22 36 28 21 21 20 39 22 21 2289 39 38 31 30 25 25 31 30 20 23 20 26 20 22 23 74 25 20 31 23 26
internal_value=0 4.87627e-06 4.6436e-07 -4.34538e-06 4.54749e-07 5.10813e-06 -1.43841e-06 4.18228e-06 -1.90037e-06 0.000126448 6.83428e-05 0.000126656 7.14751e-05 0.000132191 0.000202533 0.000108774 0.000670121 -0.000413352 -1.88044e-05 7.60559e-05 -4.7925e-05 6.77496e-05 0.000627292 -0.000121391 -0.000273419 -3.66128e-05 -2.99984e-05 -0.000554641 -1.85541e-05 0.000671387
internal_weight=0 3085 3063 3035 3014 2994 2955 2933 2912 523 484 446 415 394 349 324 60 45 264 233 210 190 48 142 119 99 2389 51 2338 49
internal_count=3121 3085 3063 3035 3014 2994 2955 2933 2912 523 484 446 415 394 349 324 60 45 264 233 210 190 48 142 119 99 2389 51 2338 49
is_linear=0
shrinkage=0.1


Tree=1553
num_leaves=31
num_cat=0
split_feature=50 132 403 50 1213 12 483 1 43 1429 0 42 0 16 0 13 479 1447 481 1446 1447 3 1447 50 484 130 2 0 133 2
split_gain=0.000627062 0.00670408 0.00730151 0.0038527 0.00192228 0.0018125 0.00234342 0.00470255 0.0105932 0.00184009 0.00221067 0.00268192 0.00434432 0.0028885 0.00274915 0.00174166 0.00152877 0.00172022 0.00179173 0.0101965 0.00159129 0.00648747 0.00232555 0.00152445 0.00144588 0.00593188 0.00548564 0.00672893 0.00354771 0.00344936
threshold=0.096900000000000014 -0.083284999999999984 -0.074254999999999988 0.099595000000000017 0.50180500000000017 0.085355000000000014 0.087440000000000004 0.10205500000000002 -0.084359999999999991 0.08759500000000002 -0.07384499999999998 0.088060000000000013 -0.092404999999999973 -0.06421499999999998 -0.084144999999999984 -0.0079349999999999993 0.10713500000000002 0.0071200000000000005 -0.086484999999999992 0.083715000000000026 -0.085709999999999995 -0.085709999999999995 -0.084334999999999979 0.09481500000000001 0.10126500000000001 -0.23123999999999997 0.11474000000000002 -0.074824999999999989 0.086695000000000008 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 16 6 7 8 -5 10 11 13 -13 -7 -14 -9 17 18 19 -1 21 -20 -22 24 25 -24 27 28 -26 -27
right_child=1 2 3 5 -6 9 -8 15 -10 -11 -12 12 14 -15 -16 -17 -18 -19 20 -21 22 -23 23 -25 26 29 -28 -29 -30 -31
leaf_value=-0.00104580362822162 0.0018133017484532586 -0.0014041112901671141 0.0014023952702384281 5.0395861222979529e-05 -0.00089032352459616961 0.00020671738949693886 0.00047428204525203912 -0.00034199093744973651 -0.0028584814102422182 -0.00062002324742603705 0.0010633504237713559 0.00089215330396352028 -0.0015225624769906669 0.001573624298378656 -8.6644546051199245e-05 0.00097772930079372596 0.0006670641728719188 -0.00078375053608083526 -0.0019402701030707078 0.0018091576844293238 0.0008660575448690604 0.00027136944554513321 0.0016759331792681701 -0.00088922209048178055 -0.0016639523772755639 5.7585905184143096e-07 -0.0018666814267635345 0.0014674233123183845 2.3921603111155107e-05 -0.0011576727489367702
leaf_weight=22 22 33 23 31 25 52 34 20 21 22 35 24 24 22 30 20 33 29 21 29 30 36 21 20 20 2321 20 22 33 26
leaf_count=22 22 33 23 31 25 52 34 20 21 22 35 24 24 22 30 20 33 29 21 29 30 36 21 20 20 2321 20 22 33 26
internal_value=0 0.000114778 1.92086e-05 0.000150409 -1.75049e-05 6.44512e-05 -0.000235123 -0.000497294 -0.00112434 0.000245056 0.00034683 0.000181841 -0.000227297 0.000613095 -0.00072483 0.000317869 -9.37202e-06 -1.77956e-05 -9.32067e-06 0.000577606 -2.09678e-05 -0.000543445 -9.11699e-06 -1.9691e-05 -1.26302e-05 2.71608e-06 -0.000395157 -2.75096e-06 -0.000613012 -1.22552e-05
internal_weight=0 413 391 358 2708 335 126 92 52 209 187 152 78 74 54 40 2683 2650 2621 51 2570 57 2513 2483 2463 2368 95 75 53 2347
internal_count=3121 413 391 358 2708 335 126 92 52 209 187 152 78 74 54 40 2683 2650 2621 51 2570 57 2513 2483 2463 2368 95 75 53 2347
is_linear=0
shrinkage=0.1


Tree=1554
num_leaves=31
num_cat=0
split_feature=130 10 15 10 2 150 12 147 13 131 131 12 402 15 13 13 12 482 482 158 158 1455 132 52 1 4 1454 159 1455 1455
split_gain=0.000795493 0.00141135 0.00349493 0.00136204 0.000945319 0.00144863 0.00351751 0.00219984 0.0011126 0.000836549 0.00386561 0.00335243 0.00310645 0.00269526 0.00207851 0.0037535 0.00396478 0.00113687 0.00205076 0.00114348 0.00264922 0.00123568 0.00162191 0.00480228 0.00296325 0.00248906 0.0015096 0.00303936 0.00217592 0.00179893
threshold=-0.22699999999999995 -0.23633499999999996 -0.090644999999999989 -0.092019999999999977 0.15609500000000001 0.12765500000000005 0.089150000000000021 0.10479500000000001 -0.13710499999999998 0.099565000000000015 0.10583000000000002 0.095330000000000012 0.31278000000000006 0.093115000000000017 -0.0065549999999999992 -0.072819999999999982 0.089085000000000011 0.11562500000000002 0.10337000000000002 -0.46278499999999995 -0.22818499999999997 0.10679000000000001 0.090050000000000005 0.084960000000000022 0.077565000000000009 -0.020529999999999996 0.096235000000000015 -0.020314999999999996 0.090900000000000022 -0.092919999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 7 -7 9 -6 12 -11 14 17 -13 15 -12 -17 18 19 -5 -21 22 26 24 25 -24 28 -28 29 -22
right_child=1 3 -4 4 8 6 -8 -9 -10 10 11 13 -14 -15 -16 16 -18 -19 -20 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00055082668208902201 0.0015101977801393895 -0.00075421221051025602 -0.00020988170807767246 0.00061668149583662556 -9.8908400395885117e-05 0.00020498360744178562 -0.0014847278520888226 0.0010241678231284908 0.00090176195919048046 -0.0010936616733185172 -0.00034293236979283394 -0.00011928304184472101 0.0012535317975562066 -0.0015297300613019617 -0.00029594296904499919 0.00040004084808710364 0.002243510126427282 0.00053172966134297896 -0.00094555526688371017 -0.0011228811627786075 0.00081264279662199052 0.00070449819671921429 0.0011804205989465119 -0.0016618916445978633 -0.00067006769070469937 -0.00024531830774018697 -0.0013495643865705158 0.00012942759159627852 0.00082170024928499897 6.2492249314449864e-06
leaf_weight=26 21 24 27 30 20 28 22 21 25 39 25 42 20 20 34 28 20 40 23 21 28 25 25 23 41 24 24 33 34 2308
leaf_count=26 21 24 27 30 20 28 22 21 25 39 25 42 20 20 34 28 20 40 23 21 28 25 25 23 41 24 24 33 34 2308
internal_value=0 4.6273e-06 0.000542653 -3.84833e-06 2.10891e-06 -4.76516e-06 -0.000538489 4.34899e-06 0.00045702 -3.01813e-06 -0.000196256 1.08372e-05 1.18739e-05 -0.000574266 0.000349869 0.000650658 0.00116815 2.60432e-06 -5.41576e-06 2.84999e-06 -4.27103e-06 4.88719e-06 -1.99875e-06 -0.000372331 -4.27767e-05 0.0004821 1.52438e-05 -0.000493306 2.74747e-05 1.59149e-05
internal_weight=0 3095 48 3047 3023 2978 50 2928 45 2907 208 169 2699 62 107 73 48 2679 2639 2616 2586 2565 2540 113 90 49 2427 57 2370 2336
internal_count=3121 3095 48 3047 3023 2978 50 2928 45 2907 208 169 2699 62 107 73 48 2679 2639 2616 2586 2565 2540 113 90 49 2427 57 2370 2336
is_linear=0
shrinkage=0.1


Tree=1555
num_leaves=31
num_cat=0
split_feature=130 40 12 46 16 16 147 0 50 15 13 403 133 51 48 50 157 156 157 51 1371 1373 457 151 3 151 51 51 51 51
split_gain=0.000654718 0.00230708 0.00081216 0.00209902 0.00204062 0.00190885 0.000983396 0.00138814 0.00090963 0.00246746 0.00204669 0.00276146 0.00255142 0.001754 0.00341033 0.00226732 0.00216683 0.00627016 0.00463756 0.00276241 0.00207535 0.00209014 0.00372814 0.00190958 0.00276845 0.00274036 0.00388769 0.00337623 0.001559 0.00451145
threshold=-0.22461999999999996 -0.23755499999999996 0.12757000000000002 -0.043074999999999995 -0.088909999999999989 0.057265000000000003 0.097985000000000017 -0.26609999999999995 0.096900000000000014 0.035560000000000008 -0.068269999999999983 0.022375000000000003 0.017095000000000003 0.10501000000000001 0.090225000000000014 0.094500000000000015 -0.087424999999999989 0.087400000000000019 -0.086554999999999979 -0.081684999999999994 0.083235000000000017 0.078175000000000008 -0.084129999999999996 0.092070000000000013 -0.082094999999999987 0.056735000000000001 0.095820000000000016 0.09364500000000002 0.11548000000000001 0.12229000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 7 -5 13 28 11 -11 -12 15 -15 16 17 -9 -18 -19 21 23 -23 25 -25 26 27 -20 -10 -30
right_child=1 2 4 6 5 -7 -8 8 9 10 12 -13 -14 14 -16 -17 18 19 20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00045000173531661858 0.0010752080258680508 0.00089956731983245576 -0.0011913606134476141 0.00081344762040230084 0.00073656592168845235 -0.00064504640700761232 -0.00053757926216349008 -0.0015520247008784542 0.00020523888665446713 0.0018355785372715099 0.00078190932617872022 0.00028597415303406511 -0.00063954705471152683 0.0010593548544700472 -0.00054676195431966332 -0.00088663066872545794 0.0014371818709398875 0.00099717941256644948 -1.9468326353440841e-05 -0.00045947905935463497 -0.00080892856022094786 -0.00036937564669642598 0.0014466562527769176 -0.0012362754394886115 0.0001355041200960321 0.00097419789277150169 -0.0012369259297534323 0.0012257073589187878 -0.0016459290531929583 -9.6667713197883863e-06
leaf_weight=32 20 26 20 21 20 20 34 35 155 23 28 23 23 39 20 31 22 23 2135 30 33 20 26 31 28 28 26 22 20 107
leaf_count=32 20 26 20 21 20 20 34 35 155 23 28 23 23 39 20 31 22 23 2135 30 33 20 26 31 28 28 26 22 20 107
internal_value=0 4.66172e-06 -2.31479e-06 4.94939e-06 -0.000366614 4.57598e-05 -2.84815e-06 3.31694e-06 -2.49342e-06 0.000142055 0.000577109 0.00106078 0.00014086 -2.39857e-05 0.000514908 -3.67546e-05 -2.60405e-05 -0.000513297 -7.95587e-06 0.000172656 -2.14906e-05 -1.02706e-05 0.000657077 -2.3794e-05 -0.000585261 -8.81133e-06 -2.14198e-05 -6.76834e-06 -7.59184e-06 -0.000267346
internal_weight=0 3089 3069 3009 60 40 2983 2949 2928 379 97 46 51 2549 59 2490 2459 88 2371 53 2349 2316 46 2270 59 2211 2183 2157 282 127
internal_count=3121 3089 3069 3009 60 40 2983 2949 2928 379 97 46 51 2549 59 2490 2459 88 2371 53 2349 2316 46 2270 59 2211 2183 2157 282 127
is_linear=0
shrinkage=0.1


Tree=1556
num_leaves=31
num_cat=0
split_feature=44 158 0 1455 1455 2 484 3 481 1447 13 1447 1447 1453 1447 1455 158 160 15 51 158 0 39 0 3 158 42 52 1 16
split_gain=0.000701948 0.00114218 0.00244615 0.000913534 0.000799151 0.00257816 0.00301444 0.00244443 0.00122966 0.00681965 0.0120652 0.00220972 0.00469129 0.00206257 0.00204467 0.00204097 0.00182502 0.00339323 0.00470933 0.00316635 0.001751 0.00418455 0.00251388 0.00366907 0.00246044 0.00242192 0.0014133 0.00284658 0.00175827 0.00794634
threshold=0.099360000000000018 -0.47144999999999992 -0.077809999999999976 0.11364500000000001 0.083760000000000015 0.094835000000000017 -0.079949999999999979 -0.086424999999999988 -0.086484999999999992 -0.085684999999999997 -0.081224999999999978 -0.085804999999999979 -0.086849999999999997 -0.081719999999999973 -0.091094999999999995 1.0000000180025095e-35 0.10667500000000002 0.31396500000000005 -0.070929999999999979 -0.43587999999999999 0.085030000000000008 -0.14649999999999996 0.092205000000000023 -0.084044999999999995 -0.071799999999999989 0.082560000000000008 -0.16797499999999996 0.08257500000000001 0.14804000000000003 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 7 -7 -6 9 -3 -11 12 14 -13 -10 16 19 18 -18 -15 25 -22 23 24 -23 26 27 -21 -28 -30
right_child=-2 3 -4 -5 5 6 -8 -9 11 10 -12 13 -14 15 -16 -17 17 -19 -20 20 21 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0013206819444894792 -0.00045876191950149162 0.0015963415716153881 -0.00022460327794154487 -0.00062999805541830546 0.0013512200883549388 0.00040944249538535425 -0.0012655630857417626 0.00021788422042884356 -0.00059961069657999495 -0.0014393922315935632 0.0012122592313971838 0.00089801581739448017 -0.0017092930889096654 0.0011293740840628743 0.00065823931848475086 -0.0010209355833649171 -0.00013184601069755249 0.00033841020918476422 -0.0018687933144435561 -0.00099492729581796978 -0.00089868138417262928 0.001563681185351535 0.0016265723379910925 -0.00037168936608862634 0.00015048916658005592 -0.0009807053407152684 -9.8797789292691226e-06 0.00044916674378328028 0.0019032271001892893 -0.00082222657627426085
leaf_weight=20 33 30 21 23 26 22 21 71 28 37 32 25 24 25 24 20 37 37 27 39 22 28 20 37 22 26 2280 21 23 20
leaf_count=20 33 30 21 23 26 22 21 71 28 37 32 25 24 25 24 20 37 37 27 39 22 28 20 37 22 26 2280 21 23 20
internal_value=0 4.90257e-06 0.000529194 -2.15223e-06 2.62306e-06 0.000235946 -0.000408583 0.000521665 -8.70329e-06 0.000337627 -0.000209641 -2.10145e-05 -0.000552821 -6.09484e-06 -1.90645e-05 -1.45161e-05 -6.96044e-06 -0.000423906 -0.000864621 9.47013e-06 -1.56124e-06 0.000357378 0.000615633 0.000383234 0.000941877 -2.07822e-05 -1.03088e-05 -0.000489494 2.06793e-06 0.000635574
internal_weight=0 3088 41 3047 3024 140 43 97 2884 99 69 2785 76 2709 52 2684 2664 101 64 2563 2538 129 107 87 50 2409 2383 60 2323 43
internal_count=3121 3088 41 3047 3024 140 43 97 2884 99 69 2785 76 2709 52 2684 2664 101 64 2563 2538 129 107 87 50 2409 2383 60 2323 43
is_linear=0
shrinkage=0.1


Tree=1557
num_leaves=31
num_cat=0
split_feature=40 130 147 142 11 33 10 16 4 15 1 1 12 2 1 124 13 9 1 2 47 1 1 1 0 49 3 1 1 1
split_gain=0.000711294 0.00153014 0.000832727 0.000879295 0.00109354 0.00126398 0.00167972 0.00794261 0.00242857 0.00153437 0.00126348 0.00153456 0.0023899 0.00197344 0.0019269 0.00297477 0.00176477 0.00124392 0.00121613 0.00168378 0.00187949 0.00132942 0.00453462 0.00167827 0.00256122 0.00166596 0.00204192 0.00122517 0.0028601 0.005741
threshold=-0.24290999999999999 -0.22229499999999999 0.11204500000000002 -0.057499999999999989 -1.0000000180025095e-35 -0.012019999999999998 -0.0097449999999999985 -0.056919999999999991 0.053180000000000012 -0.26481999999999994 0.15618500000000002 0.13968000000000003 -0.042789999999999988 0.14838000000000004 0.12811000000000003 -1.0000000180025095e-35 -0.016469999999999995 -0.036024999999999995 0.11669000000000002 0.12198500000000001 0.09055500000000001 0.11212500000000002 0.10984500000000001 0.10871500000000002 -0.26609999999999995 -0.0087049999999999992 -0.074939999999999993 0.10727500000000002 0.10337500000000001 0.104035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 8 -7 -10 11 13 -13 14 17 -16 -17 -8 21 20 -20 22 23 24 -19 -23 -27 28 -26 -30
right_child=1 2 -4 4 5 6 10 -9 9 -11 -12 12 -14 -15 15 16 -18 18 19 -21 -22 25 -24 -25 27 26 -28 -29 29 -31
leaf_value=-0.00052086030571864782 0.00079974676239847524 0.00066325824707746516 -0.0006449981854530052 -0.00062403106421697889 -0.00075138664443246935 -0.00090644517705576228 -0.00078798375790938751 0.0017150598036096199 -0.00036199342604959384 0.00082396867607409754 -0.00074308849010697522 -0.0001647308232019317 0.0012931467238914869 0.00076054054679292624 0.00018911147796499888 -0.0016549149141858587 -0.00045806865424050818 0.0010944209742384764 -0.00044439489494026119 0.00088097457522274669 0.00064800143154570839 -0.0011478288734162395 0.0011176936341346139 -0.00090298303181216835 1.6156606187641021e-07 -0.00079442322280050986 0.00035599705095389961 0.00068163983640260998 -0.0019764624102125792 -0.00013068242080073054
leaf_weight=26 24 20 20 28 22 28 20 32 20 24 23 22 23 33 38 22 28 21 36 37 28 22 36 21 2285 27 36 25 22 72
leaf_count=26 24 20 20 28 22 28 20 32 20 24 23 22 23 33 38 22 28 21 36 37 28 22 36 21 2285 27 36 25 22 72
internal_value=0 4.37555e-06 -1.84031e-06 2.37574e-06 -1.98508e-06 3.81488e-06 9.38832e-06 0.0004042 -0.000178404 0.000284895 -4.88364e-06 1.06545e-06 0.000580407 -8.21556e-06 -1.73542e-05 -0.000477816 -0.000984681 -2.27959e-06 3.61025e-06 0.000343979 3.35285e-05 -9.78174e-06 3.53587e-06 -1.28622e-05 -5.15394e-06 -0.000398656 -0.00013704 -1.47592e-05 -2.20774e-05 -0.000562673
internal_weight=0 3095 3071 3051 3031 3003 2981 104 72 44 2877 2854 45 2809 2776 88 50 2688 2668 101 64 2567 2482 2446 2425 85 63 2404 2379 94
internal_count=3121 3095 3071 3051 3031 3003 2981 104 72 44 2877 2854 45 2809 2776 88 50 2688 2668 101 64 2567 2482 2446 2425 85 63 2404 2379 94
is_linear=0
shrinkage=0.1


Tree=1558
num_leaves=31
num_cat=0
split_feature=33 120 40 9 1 132 132 1429 155 16 12 16 13 4 52 13 15 0 4 2 2 3 3 1 3 158 482 2 50 1429
split_gain=0.000857687 0.000717201 0.00102023 0.000726787 0.00304331 0.000691812 0.0017664 0.000800977 0.00186945 0.00127642 0.00388892 0.00285579 0.000838753 0.0021035 0.00316119 0.00190274 0.00510998 0.00156399 0.00111459 0.0043196 0.00122866 0.00252593 0.0017969 0.0073017 0.00239287 0.00283297 0.00194187 0.00186507 0.00110794 0.00191469
threshold=-0.018454999999999996 0.093680000000000013 -0.24134999999999998 0.091905000000000014 0.13332000000000002 -0.46452999999999994 -0.40070499999999992 -0.23752499999999996 0.14721000000000004 0.62925500000000012 0.089085000000000011 0.51990500000000017 -0.40078499999999995 -0.064804999999999988 0.0060650000000000009 -0.17933499999999997 -0.079929999999999987 -0.13455999999999999 -0.51253999999999988 0.095195000000000016 0.25063000000000007 0.14121000000000003 0.10732000000000001 0.10658000000000002 0.099930000000000005 -0.47382999999999992 0.11816500000000001 0.12198500000000001 0.096900000000000014 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 -8 9 11 -11 12 13 -9 17 16 -14 -15 19 -17 21 22 24 -24 25 -20 28 -25 -27 -30
right_child=1 -3 3 4 -6 6 7 8 -10 10 -12 -13 15 14 -16 18 -18 -19 20 -21 -22 -23 23 27 -26 26 -28 -29 29 -31
leaf_value=0.00058337526931427424 0.00066314948388658795 -0.00053815600881353023 0.00057281737265709256 -0.0011917350134960239 0.00038477098941802981 -0.0006717402276057655 -0.00060967448156415719 0.0010379983715850998 0.00082330968617887787 -0.001306884875936833 0.0003453571333325115 0.00087275385924026757 0.00037304335948481988 -1.4970925570066486e-05 -0.0010349200894346549 0.00017362223516101949 -0.0018355109230833479 0.001061019977152517 -0.0011170744546689093 -0.0016262942319735887 -0.00073450894878161234 0.001059261670984004 -0.0018366708330666789 0.00067187884723711195 0.0010846125058292058 -1.3814981239794069e-05 0.00082238744866723829 -0.00053364940325818257 0.00028164595404223954 -0.00045072760217519279
leaf_weight=25 23 25 21 24 25 39 21 27 28 28 29 38 22 35 21 40 20 22 22 20 22 23 26 33 21 2073 30 21 276 41
leaf_count=25 23 25 21 24 25 39 21 27 28 28 29 38 22 35 21 40 20 22 22 20 22 23 26 33 21 2073 30 21 276 41
internal_value=0 -4.71072e-06 -3.68114e-07 -5.37497e-06 -0.000387395 8.66772e-07 -3.16646e-06 5.70539e-06 1.01341e-05 2.25559e-06 -0.000466271 1.16823e-05 -2.45369e-08 0.000277248 1.3912e-05 -1.08475e-05 -0.000678649 0.000400324 -2.55441e-07 -0.00042635 9.6231e-06 1.6003e-05 6.56735e-06 -0.000459851 2.17169e-05 1.25766e-05 2.28461e-05 0.000203062 1.281e-05 0.000186923
internal_weight=0 3096 3071 3048 49 2999 2978 2939 2918 2890 57 2833 2795 105 78 2690 42 57 2648 60 2588 2566 2543 80 2463 2442 2420 54 2390 317
internal_count=3121 3096 3071 3048 49 2999 2978 2939 2918 2890 57 2833 2795 105 78 2690 42 57 2648 60 2588 2566 2543 80 2463 2442 2420 54 2390 317
is_linear=0
shrinkage=0.1


Tree=1559
num_leaves=31
num_cat=0
split_feature=12 130 12 15 46 160 160 484 1212 483 475 133 481 13 43 16 12 484 13 0 15 159 51 50 1447 403 133 1208 1209 403
split_gain=0.000710162 0.00112678 0.000719234 0.00270627 0.00157184 0.000797508 0.0050594 0.00237106 0.00272086 0.00385064 0.00185274 0.00207256 0.00207878 0.0060808 0.00437886 0.00407298 0.00380036 0.00348151 0.00325858 0.00281743 0.00218446 0.00154794 0.00257204 0.00218857 0.0035947 0.00504852 0.0128173 0.00373566 0.00654773 0.00386451
threshold=0.23631000000000002 -0.22562499999999999 0.12757000000000002 -0.068899999999999975 -0.043074999999999995 -0.089974999999999986 -0.088854999999999976 -0.081614999999999979 0.087685000000000013 0.11494000000000001 -0.082824999999999982 0.099660000000000012 -0.082049999999999984 -0.081434999999999994 -0.078139999999999973 -0.0057949999999999989 0.089005000000000015 0.10126500000000001 -0.083894999999999983 -0.10011499999999998 -0.091604999999999978 -0.088129999999999986 0.11984500000000002 0.096900000000000014 -0.085709999999999995 -0.54856499999999986 0.40431 0.10233500000000001 0.11677000000000001 -0.53101999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 7 -7 -6 9 10 -9 12 13 -12 15 16 18 19 20 -16 -14 22 -8 24 -23 26 -26 29 -29 -27
right_child=-2 2 3 -5 5 6 21 8 -10 -11 11 -13 14 -15 17 -17 -18 -19 -20 -21 -22 23 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.00067274601959798025 -0.00055361590044491972 0.00077983593565967083 -0.0012626249132500519 0.00012771775363944473 0.00093634994524164185 -0.0016074385470710697 -0.00010971870675348327 -0.00069781686179339888 -0.0010264871226602489 0.001434022671622058 0.002108920105092693 -0.0006345108291819035 -0.00036448632786050439 -0.00027524166558261801 0.00058788172931312341 0.0015727493549800584 0.0010400435514288564 -0.0015449981461279096 -0.00099967409817812349 -0.00046904159639962024 0.00093275693081388319 0.0011239313858957892 -0.0012717521147569643 0.00032431724017497444 -0.0029612874088707033 -0.0013525527647950432 0.00050012568092864499 0.0021669497342026306 -0.00033023589224155463 -2.0138604466112231e-05
leaf_weight=25 23 26 21 42 33 20 80 31 22 21 20 34 25 23 38 27 38 20 30 75 27 27 25 198 20 22 23 21 21 2063
leaf_count=25 23 26 21 42 33 20 80 31 22 21 20 34 25 23 38 27 38 20 30 75 27 27 25 198 20 22 23 21 21 2063
internal_value=0 4.11012e-06 -1.32948e-06 -0.00033573 5.6696e-06 -1.07582e-06 -2.32592e-05 0.000119403 5.68522e-05 0.000115125 4.3741e-05 0.000108134 0.000186307 0.000833671 8.68906e-05 0.000463047 0.000213364 -0.000328861 -0.000169731 -0.000113616 0.000309082 -1.05857e-05 -0.000386393 5.89018e-06 -2.28074e-05 -3.70756e-05 -0.00110983 -1.53884e-05 0.000918357 -3.41977e-05
internal_weight=0 3098 3073 63 3010 2984 2520 464 431 409 388 357 323 43 280 147 120 133 82 113 52 2500 105 2395 2197 2170 43 2127 42 2085
internal_count=3121 3098 3073 63 3010 2984 2520 464 431 409 388 357 323 43 280 147 120 133 82 113 52 2500 105 2395 2197 2170 43 2127 42 2085
is_linear=0
shrinkage=0.1


Tree=1560
num_leaves=31
num_cat=0
split_feature=130 15 12 15 0 13 2 4 9 9 33 9 45 2 150 0 151 457 1 3 3 13 2 16 1371 3 150 150 13 13
split_gain=0.000786411 0.00141661 0.00173218 0.000961314 0.00254823 0.00183798 0.00243143 0.00143346 0.00131628 0.00133827 0.00130527 0.00250411 0.00120386 0.00142869 0.00107751 0.000997982 0.0010217 0.00275629 0.00264168 0.00222309 0.00137982 0.00517537 0.00162399 0.00122441 0.00466033 0.00326538 0.00332246 0.00304316 0.00264746 0.00904521
threshold=-0.22699999999999995 -0.5556049999999999 -0.040564999999999997 -0.41942499999999994 -0.09595999999999999 -0.085584999999999981 0.11093500000000002 0.50996500000000011 -0.08619499999999998 -0.036024999999999995 -0.009184999999999997 0.091600000000000015 0.094030000000000016 0.15609500000000001 0.14153000000000002 -0.24955499999999997 0.056735000000000001 0.26807500000000006 0.088975000000000012 -0.086769999999999986 0.13524500000000003 -0.16152999999999998 -0.0091949999999999983 -0.010699999999999999 0.083235000000000017 -0.16726499999999997 0.099590000000000026 0.08826500000000001 -0.085744999999999988 -0.08645499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 -7 8 -5 -10 -11 12 13 14 15 -12 17 20 19 -18 21 -17 -23 24 25 -24 27 -27 29 -25
right_child=1 3 -4 7 5 6 -8 -9 9 10 11 -13 -14 -15 -16 16 18 -19 -20 -21 -22 22 23 28 -26 26 -28 -29 -30 -31
leaf_value=-0.00054767324159351682 -1.8775338806638807e-05 -0.00092257167405744144 0.001224843091109679 0.00066182386231957943 0.00063881113601382822 -0.00088447508391896815 0.00028696346876991763 0.00083208655539367875 -0.00079938804514573096 -0.00080314514169003808 0.0005181263943479673 0.0010702805022116413 -0.00061062698769092098 0.00053064115413957653 -0.00067066685151075946 -0.0014230600486581143 0.00056306404800599691 -0.0011307821344499563 0.00095790473818564551 -0.00078660236333514795 0.00041021783815397487 -0.00068095113192352338 0.0010898483314968903 -0.00011647547935160431 0.0015392438974231482 1.8772542417593184e-05 -0.00126179268816486 0.0012609395309118555 -2.1444046028391642e-05 -0.0024120150267013482
leaf_weight=26 24 41 21 30 32 34 37 21 21 20 37 22 32 51 24 26 23 22 38 26 77 35 29 94 21 1422 20 20 774 21
leaf_count=26 24 41 21 30 32 34 37 21 21 20 37 22 32 51 24 26 23 22 38 26 77 35 29 94 21 1422 20 20 774 21
internal_value=0 4.6008e-06 0.00056158 -3.61692e-06 -0.000255819 9.58691e-06 -0.000274007 8.88038e-06 2.88824e-06 -4.03578e-06 1.8578e-06 7.57921e-06 -7.9451e-07 6.27601e-06 -3.59576e-06 2.36689e-06 -4.83972e-06 -1.62885e-05 0.000332175 -0.000153085 -6.63157e-06 -1.96687e-05 -4.68997e-06 5.16806e-06 5.99254e-05 3.90899e-05 1.82473e-05 3.60009e-05 -8.79625e-05 -0.000535661
internal_weight=0 3095 45 3050 144 103 71 2906 2885 2855 2834 2814 2792 2760 2709 2685 2648 2561 87 49 2539 2462 2436 2401 1512 1491 1462 1442 889 115
internal_count=3121 3095 45 3050 144 103 71 2906 2885 2855 2834 2814 2792 2760 2709 2685 2648 2561 87 49 2539 2462 2436 2401 1512 1491 1462 1442 889 115
is_linear=0
shrinkage=0.1


Tree=1561
num_leaves=31
num_cat=0
split_feature=33 484 484 49 151 133 484 43 4 484 13 13 484 484 484 484 482 40 12 42 42 42 42 481 13 4 133 42 4 403
split_gain=0.000776175 0.000720288 0.00634089 0.00577254 0.00906613 0.00236976 0.00365406 0.00808556 0.00518374 0.00208519 0.00175625 0.00492373 0.00463644 0.00144318 0.00193042 0.00131224 0.00142596 0.00116855 0.00187662 0.00244226 0.00229974 0.00110293 0.00740597 0.00256621 0.00764485 0.00381653 0.00754354 0.00256565 0.00197221 0.00214915
threshold=-0.018454999999999996 0.085845000000000019 0.085435000000000025 0.11560500000000001 -0.14575499999999997 0.090665000000000009 0.090535000000000018 -0.090869999999999992 -0.013125 0.096935000000000007 -0.088589999999999988 -0.085384999999999975 0.25819500000000006 0.079595000000000013 0.062030000000000009 0.049355000000000003 -0.223575 -0.24452499999999996 0.13043000000000002 0.14766000000000004 0.14351000000000003 0.085730000000000015 0.086135000000000003 -0.086219999999999977 -0.081224999999999978 -0.083644999999999983 0.061605000000000007 0.085225000000000009 -0.082349999999999993 -0.54631999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 -3 6 8 -8 -6 -9 -11 -12 -13 14 15 16 -2 -18 20 -20 21 27 -23 24 -24 26 -25 -19 -27 -30
right_child=1 3 -4 -5 5 -7 7 9 -10 10 11 12 -14 -15 -16 -17 17 18 19 -21 -22 22 23 25 -26 28 -28 -29 29 -31
leaf_value=0.00055496216798201208 -0.00067645757844729819 0.0022824515333576575 -0.0015179533860646189 -0.0011337344240018865 -0.00011074940772040894 0.0009147216735238379 -0.0020762023815353004 0.00069611646467819814 0.0017014447841103429 -0.0010380441974848509 0.0012200380641540203 -0.0011822745175654624 0.00056023537147736468 0.00058339652378202938 -0.00094728744588792326 0.00078066594765654638 -0.00076635396049823618 -3.6681365813963346e-05 -0.00019676390307722615 0.0012730853126133579 -0.0010284202891026244 0.0018961215238298545 -0.0016476726217426346 -8.2909027696587145e-05 0.00078974662889612032 -0.00090983216121623466 0.0021782506746239961 -0.0010383351296275997 -0.0007956628390619982 8.0977312685015068e-05
leaf_weight=25 32 21 28 32 38 33 21 35 27 20 24 37 26 41 22 21 20 1553 20 26 22 22 31 36 22 22 25 26 29 784
leaf_count=25 32 21 28 32 38 33 21 35 27 20 24 37 26 41 22 21 20 1553 20 26 22 22 31 36 22 22 25 26 29 784
internal_value=0 -4.48129e-06 -2.06859e-05 0.00013909 0.000283524 0.00012269 8.05417e-06 -0.00024475 0.000642008 2.60991e-05 -0.000193065 1.18248e-06 -0.000463143 -5.46315e-06 -1.43622e-05 -6.73521e-06 -1.29283e-05 -4.87937e-06 9.3785e-07 0.00063402 -1.03848e-05 -1.60173e-06 8.22641e-05 4.02148e-05 -0.000635914 8.0209e-05 0.000843796 -5.31747e-05 2.4426e-05 4.97072e-05
internal_weight=0 3096 2782 314 282 261 228 163 65 142 107 87 63 2754 2713 2691 2670 2638 2618 46 2572 2550 971 949 53 896 61 1579 835 813
internal_count=3121 3096 2782 314 282 261 228 163 65 142 107 87 63 2754 2713 2691 2670 2638 2618 46 2572 2550 971 949 53 896 61 1579 835 813
is_linear=0
shrinkage=0.1


Tree=1562
num_leaves=31
num_cat=0
split_feature=151 475 474 484 447 42 12 457 3 151 51 457 12 48 150 153 3 15 3 4 47 1 15 160 2 475 2 2 33 3
split_gain=0.000655373 0.00162511 0.00805729 0.00354151 0.00138555 0.0012741 0.00354749 0.00212694 0.00176101 0.00161449 0.00210421 0.00261322 0.00195914 0.00326415 0.00161182 0.000974018 0.000945334 0.0031136 0.00769711 0.0152429 0.0050772 0.0058211 0.00457804 0.00395559 0.00249716 0.00243773 0.00491527 0.00233747 0.00230283 0.00300271
threshold=-0.081519999999999981 -0.085684999999999997 0.083855000000000013 0.088605000000000003 0.092655000000000015 0.087195000000000009 0.087145000000000014 0.094845000000000013 -0.10831999999999999 -0.50641499999999995 -0.085164999999999977 0.084740000000000024 0.08493500000000001 0.084670000000000009 0.086730000000000015 0.086100000000000024 -0.0043399999999999992 -0.099734999999999976 0.088060000000000013 -1.0000000180025095e-35 0.092165000000000011 0.10984500000000001 -0.26481999999999994 0.11055500000000001 0.085235000000000019 -0.011519999999999997 0.097385000000000013 0.11728500000000001 0.085305000000000006 -0.0080949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 15 7 -7 8 -3 -10 -11 12 13 -12 -8 16 28 20 19 -19 22 -22 -18 24 -20 -26 -27 -28 29 -2
right_child=4 3 -4 -5 -6 6 14 -9 9 10 11 -13 -14 -15 -16 -17 17 18 23 -21 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0020509482857406789 -9.4704311001289063e-06 -0.00059683014449008094 -0.00040283853531946083 -0.00098212001729764092 -0.00069376452748353291 -0.0010096508856143125 -0.0001181291778837996 0.0011701855919850261 -0.00053928402009081444 -0.00053996798180213029 0.001857016077024284 -0.00019164478545486091 9.2764367134525226e-06 0.00053289838977854328 0.0009900458583918712 -0.00067301202831334783 -0.00018380958184539139 -0.00030257553225965239 -0.00086227215622784563 0.0027171171448260017 -0.0023269534576684237 -2.4159174189781367e-05 0.0012033115194450754 -0.0012639618912501085 -0.00038202650549292968 0.0016529804153833539 -0.00032076074769619208 0.000717631884546746 -0.0011000386695377529 -0.0011117406769189985
leaf_weight=23 2158 27 32 31 30 33 35 23 22 22 29 39 26 52 21 22 115 32 20 35 21 23 30 21 37 30 46 41 20 25
leaf_count=23 2158 27 32 31 30 33 35 23 22 22 29 39 26 52 21 22 115 32 20 35 21 23 30 21 37 30 46 41 20 25
internal_value=0 0.000117014 0.00062329 3.9666e-05 -1.79456e-05 0.000135944 -0.000187214 0.000255781 0.000158863 0.000266251 0.000371738 0.000509118 0.000764536 0.00100697 0.000297436 -1.03691e-05 -4.87624e-06 0.000127029 0.000350192 0.00127488 -0.00018233 -0.00112322 0.000103181 3.24805e-05 0.000188948 0.00032547 0.000549208 0.000168597 -3.18799e-05 -2.20938e-05
internal_weight=0 415 55 360 2706 329 89 240 217 190 168 146 107 81 56 2676 2654 451 262 67 189 44 145 195 174 154 117 87 2203 2183
internal_count=3121 415 55 360 2706 329 89 240 217 190 168 146 107 81 56 2676 2654 451 262 67 189 44 145 195 174 154 117 87 2203 2183
is_linear=0
shrinkage=0.1


Tree=1563
num_leaves=31
num_cat=0
split_feature=1185 403 3 403 1208 403 42 42 42 1452 4 15 16 2 2 4 1453 1375 52 484 12 2 456 475 155 15 1446 484 484 456
split_gain=0.000648249 0.00139403 0.00287949 0.00221748 0.00177413 0.0031151 0.00073908 0.00386006 0.00207288 0.00233982 0.00202276 0.00313587 0.00773966 0.00330096 0.00552759 0.00316954 0.00240984 0.00188713 0.00193247 0.00261289 0.00410967 0.00409598 0.00205929 0.00254443 0.00207017 0.00191476 0.00175892 0.0017574 0.0058795 0.00493914
threshold=-0.10973499999999999 -0.5492149999999999 -0.085784999999999986 -0.5425549999999999 0.10233500000000001 -0.53101999999999994 0.087825000000000014 0.088060000000000013 0.087550000000000017 -0.073879999999999987 -0.077519999999999992 0.087260000000000018 -0.076669999999999988 0.087675000000000017 0.085345000000000018 -0.082594999999999988 -0.044999999999999991 0.086020000000000013 0.5140450000000002 0.090535000000000018 0.089300000000000004 0.15609500000000001 0.041000000000000002 -0.06562999999999998 0.10532500000000002 -0.068899999999999975 0.10428500000000002 0.085845000000000019 0.085435000000000025 0.041000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 8 -8 9 -7 11 12 -9 14 -13 -15 -12 18 19 21 -21 22 23 25 -25 -18 27 28 -11 -29
right_child=1 3 -4 4 -6 6 7 10 -10 26 16 13 -14 15 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.00055372637898905112 0.001423387812627923 -0.0010547655735354056 -6.5939978915540622e-05 -0.0012509075638081413 0.00067178191444000753 -0.0010228203498231978 0.0012321579457160883 0.0021460481212540929 -0.00087143468574203296 -7.1750612582263924e-06 0.00079958354648569554 0.00033066403846437187 -0.00011437633418774401 -0.00026243812116306454 -0.0015615893599505608 0.0013756133805684469 -4.0735843322181614e-05 0.00088147416769061241 0.00067958339854764442 -4.280787310563028e-05 -0.0018195193038200556 0.0012274711706635097 -0.0010404657189307424 -0.0001248873237770987 -0.0011644951149355621 0.0011287453908672823 -0.00076836590480525049 0.00044375707218478059 -0.0014943320649089637 -0.0010505330306477846
leaf_weight=21 21 20 34 20 39 23 28 28 29 1727 33 38 33 21 26 27 28 20 30 30 23 23 24 453 20 28 30 192 27 25
leaf_count=21 21 20 34 20 39 23 28 28 29 1727 33 38 33 21 26 27 28 20 30 30 23 23 24 453 20 28 30 192 27 25
internal_value=0 3.75105e-06 0.000502712 -5.26139e-06 1.67748e-06 -7.07472e-06 1.31255e-06 7.61673e-05 -3.19765e-05 -1.99487e-05 3.95936e-05 0.000346296 0.000923196 3.20917e-05 -0.000438064 0.000658966 -3.49282e-05 -7.54862e-05 -0.000104529 -0.000141927 -0.000813834 -8.01023e-05 -0.000134486 -9.3383e-05 -0.000168845 0.000544005 -8.42141e-06 3.14548e-06 -3.00674e-05 0.000271604
internal_weight=0 3100 55 3045 3025 2986 2966 913 2053 2024 885 173 61 112 64 48 712 679 659 629 53 576 553 529 473 56 2001 1971 1754 217
internal_count=3121 3100 55 3045 3025 2986 2966 913 2053 2024 885 173 61 112 64 48 712 679 659 629 53 576 553 529 473 56 2001 1971 1754 217
is_linear=0
shrinkage=0.1


Tree=1564
num_leaves=31
num_cat=0
split_feature=151 484 1374 131 131 13 13 48 1 52 133 151 43 43 52 151 0 49 4 157 154 42 475 2 12 16 4 403 403 12
split_gain=0.00062118 0.00162991 0.00379435 0.00132654 0.00154695 0.00152352 0.00329854 0.00200795 0.0027766 0.00404763 0.00299014 0.00267191 0.00167147 0.00258362 0.00133206 0.00131494 0.00167329 0.00140051 0.00255524 0.00107304 0.00232674 0.00367622 0.0023562 0.00286697 0.00199068 0.00127926 0.00270399 0.00264135 0.00242572 0.00186252
threshold=-0.081519999999999981 0.091180000000000011 0.085030000000000008 0.091585000000000014 0.088315000000000018 -0.091559999999999989 -0.087404999999999997 0.096635000000000013 0.11146500000000002 -0.016949999999999996 0.087435000000000013 -0.089594999999999994 -0.052894999999999991 -0.087734999999999994 -0.091869999999999993 -0.039414999999999999 -0.24955499999999997 -0.066894999999999982 -0.0024449999999999997 0.00087500000000000013 1.0000000180025095e-35 0.097020000000000009 -0.24431999999999998 0.10613000000000002 0.093535000000000021 -0.0087049999999999992 -0.17966999999999997 -0.41175999999999996 -0.55327499999999985 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 9 10 12 -11 13 -8 -12 17 -17 -2 -19 25 21 22 24 -24 -21 26 -18 -27 -28 -30
right_child=15 -3 -4 -5 -6 6 7 -9 -10 11 14 -13 -14 -15 -16 16 19 18 -20 20 -22 -23 23 -25 -26 27 28 -29 29 -31
leaf_value=0.00075157078122661662 0.00010797554538217618 0.00086518393557829176 -0.0012797697144560517 -0.00065742823266191409 0.0010338893948210171 -0.00095883862288309466 0.00020929237051556509 -0.00060551868412100397 -0.00080585207483223223 0.001561862295861111 4.5140951860608208e-05 0.00033190083816986196 -0.00011720572565536713 0.0016554943956656474 -0.00091849713789997627 0.00086468116708353848 0.00097725788243757249 -3.3865697878354696e-05 -0.0013077518895208357 -0.00096575994975864896 0.0012448511845286703 -0.0011655544850509615 0.0002584501153129774 0.001592991021673449 0.00032671861968433058 -0.0011928369921287928 0.00089415946742519745 -0.00010407221208665492 -8.6614462637593363e-05 0.00014386683689827958
leaf_weight=35 38 27 20 20 20 29 30 30 22 38 26 33 32 21 32 22 29 32 31 22 20 20 60 22 26 23 30 714 1103 514
leaf_count=35 38 27 20 20 20 29 30 30 22 38 26 33 32 21 32 22 29 32 31 22 20 20 60 22 26 23 30 714 1103 514
internal_value=0 0.00011392 6.16418e-05 0.000134545 0.00018006 0.000127997 5.35092e-05 0.000164714 0.000263462 0.000374428 6.4364e-05 0.00099019 0.00044932 0.000804787 -0.000486521 -1.74712e-05 -3.74513e-06 -0.000371494 -0.000660699 -1.11417e-05 0.000231687 9.65979e-05 0.000290775 0.000616498 -0.000265667 -2.82494e-05 2.0034e-05 -0.00013805 3.17947e-06 -1.33508e-05
internal_weight=0 415 388 368 348 328 293 264 234 212 141 71 83 51 58 2706 2605 101 63 2583 170 150 130 82 48 2413 1676 737 1647 1617
internal_count=3121 415 388 368 348 328 293 264 234 212 141 71 83 51 58 2706 2605 101 63 2583 170 150 130 82 48 2413 1676 737 1647 1617
is_linear=0
shrinkage=0.1


Tree=1565
num_leaves=31
num_cat=0
split_feature=33 120 40 40 40 16 40 151 51 156 1375 484 1 1 1 150 151 151 3 1446 1348 160 160 160 1373 160 3 13 160 4
split_gain=0.000689446 0.000631455 0.000979639 0.000620725 0.000806313 0.00211462 0.000970694 0.000819439 0.00318146 0.00689098 0.00744525 0.00387041 0.0016705 0.00285028 0.00251287 0.00285542 0.00161892 0.00174353 0.00161694 0.00141095 0.00131498 0.00133404 0.00182918 0.00121434 0.00123589 0.00188427 0.00405242 0.0049329 0.00550334 0.00626301
threshold=-0.018454999999999996 0.093680000000000013 -0.24134999999999998 -0.11291499999999999 -0.085734999999999992 -0.029084999999999996 -0.083564999999999987 -0.085134999999999975 -0.085734999999999992 0.08759500000000002 -0.15308499999999997 0.086925000000000016 0.11282000000000002 0.10471500000000002 0.092945000000000014 0.083340000000000011 -0.083969999999999975 -0.08323499999999999 -0.086554999999999979 0.11655500000000001 0.087660000000000016 0.51752500000000012 0.50959500000000013 0.3961050000000001 1.0000000180025095e-35 0.084770000000000026 0.092670000000000016 -0.078944999999999987 0.096485000000000015 -0.0092149999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -6 8 -8 10 -10 12 13 14 15 18 -9 -18 -12 20 21 22 23 24 25 -19 27 -27 -29 -30
right_child=1 -3 3 4 6 -7 7 16 9 -11 11 -13 -14 -15 -16 -17 17 19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.00052303859236417342 0.0006500358070732783 -0.00050476566096767784 -0.00056032590186077863 -0.00019438069174066187 -0.00062822807300835857 0.0011851697193924339 0.0011335869641819348 -0.00078986202694337679 0.0020083006330726978 -0.0015671181812649594 0.00059159049745397397 -0.0012220514202702115 -0.00049894763729146994 0.0013990141341872957 -0.00069572369726042136 0.0014128928876570648 0.00077334006117390738 5.8733254572984161e-06 -0.00030534682201422667 -0.0006506412266753614 -0.00062924605017007499 0.00067116065866089077 -0.00096351420972496282 0.00069009947039012334 0.00054814370478897432 -0.00077528355766183022 -0.0013899270957335832 -0.00061112153543425461 -0.00040546914327933337 0.0018246795916210805
leaf_weight=25 23 25 20 25 25 20 30 27 21 24 37 22 30 21 28 21 28 2258 44 35 34 29 20 25 39 66 30 35 20 34
leaf_count=25 23 25 20 25 25 20 30 27 21 24 37 22 30 21 28 21 28 2258 44 35 34 29 20 25 39 66 30 35 20 34
internal_value=0 -4.2235e-06 -1.48748e-07 -5.055e-06 -1.38742e-06 0.000418753 -7.72544e-06 -2.48117e-06 0.000160938 4.32794e-05 0.000215822 3.03932e-05 0.000182624 0.000318036 0.000143416 0.000373768 -1.94329e-05 -1.15921e-05 0.000104365 -1.99647e-05 -1.14421e-05 -3.22403e-06 -1.09633e-05 -3.36418e-06 -1.03491e-05 -1.92649e-05 -0.000326087 -0.000120182 0.000365623 0.000998699
internal_weight=0 3096 3071 3048 3028 45 2983 2958 278 248 224 203 181 151 130 102 2680 2653 81 2625 2590 2556 2527 2507 2482 2443 185 155 89 54
internal_count=3121 3096 3071 3048 3028 45 2983 2958 278 248 224 203 181 151 130 102 2680 2653 81 2625 2590 2556 2527 2507 2482 2443 185 155 89 54
is_linear=0
shrinkage=0.1


Tree=1566
num_leaves=31
num_cat=0
split_feature=484 484 49 49 484 4 484 475 15 2 16 160 13 133 40 121 33 9 8 2 2 4 1428 473 3 2 0 1201 156 155
split_gain=0.000607962 0.0044871 0.00393286 0.00746177 0.00212601 0.00701559 0.00454223 0.0022569 0.00163144 0.0046073 0.0013757 0.00226901 0.00180215 0.00209219 0.00119052 0.00156186 0.00123022 0.0010858 0.00420515 0.00104717 0.00119596 0.00410539 0.000978592 0.00315234 0.00112309 0.00372722 0.00387123 0.0017265 0.00151492 0.00146784
threshold=0.085845000000000019 0.085435000000000025 0.11560500000000001 0.10542000000000001 0.090535000000000018 -0.0086549999999999978 0.095285000000000022 -0.084699999999999984 -0.56020999999999987 0.11474000000000002 0.066275000000000014 -0.11922499999999998 -0.085384999999999975 0.086085000000000009 -0.24452499999999996 -0.078059999999999977 -0.012019999999999998 0.091600000000000015 0.097795000000000007 -0.13033999999999998 -0.0091949999999999983 0.053180000000000012 -0.071779999999999997 -0.072684999999999986 -0.16726499999999997 0.10467500000000002 0.12445000000000002 -0.084114999999999981 0.11896500000000002 0.13131500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 5 7 -6 -2 -8 10 11 12 -10 -14 -1 -16 -17 19 -19 -18 21 -21 -22 -24 25 -25 28 -26 -27 -29
right_child=2 -3 -4 -5 6 -7 8 -9 9 -11 -12 -13 13 -15 15 16 17 18 -20 20 22 -23 23 24 27 26 -28 29 -30 -31
leaf_value=-0.00077092276653274901 -0.00084237141778603902 -0.0012744643688035598 -0.00092073092164355339 0.0020627781676705041 -0.0014239770254458894 0.0021598055117647164 -0.00067923102811302827 0.00047615326475352053 0.00081329161856466764 0.001597436395518127 0.00064399254311305976 -0.00085040800896064015 -0.00097935565281659365 0.00046708470559678975 0.0007210041660194596 -0.00076692916641366623 0.00062518416671082384 0.0015438862188602799 -0.00050676003040280189 -0.0011168880417244508 -0.00057922534419801725 0.00044798472110414879 0.0012554846785496922 0.0011405109022841013 -0.00092170058948492324 -7.6273051090538504e-05 -0.0011093336721532978 -3.6403884419861795e-06 0.0010913846641778947 -0.00084337888554381665
leaf_weight=20 21 28 32 21 22 20 23 34 26 21 26 33 20 20 30 21 26 20 20 38 29 30 20 36 21 25 25 2372 20 21
leaf_count=20 21 28 32 21 22 20 23 34 26 21 26 33 20 20 30 21 26 20 20 38 29 30 20 36 21 25 25 2372 20 21
internal_value=0 -1.4892e-05 0.000130807 0.000248051 0.000104783 0.00055594 -7.23725e-05 -2.72834e-05 0.000103576 0.000226895 -3.35596e-06 -0.000173367 0.000165154 -0.000256135 -2.1782e-06 3.40455e-06 -4.49853e-06 1.4249e-06 0.000518563 -6.34285e-06 -1.25695e-05 -0.000426503 -1.61292e-06 4.98187e-06 -4.94276e-06 0.000313641 -0.000111607 -1.89319e-05 0.000442686 -1.10096e-05
internal_weight=0 2802 319 287 266 75 191 55 169 146 125 99 66 40 2774 2754 2724 2703 40 2663 2637 68 2569 2540 2520 106 70 2414 45 2393
internal_count=3121 2802 319 287 266 75 191 55 169 146 125 99 66 40 2774 2754 2724 2703 40 2663 2637 68 2569 2540 2520 106 70 2414 45 2393
is_linear=0
shrinkage=0.1


Tree=1567
num_leaves=31
num_cat=0
split_feature=33 156 475 157 49 1429 157 133 1371 456 157 156 4 15 1428 474 52 1429 40 42 1205 155 1429 133 133 133 484 13 13 15
split_gain=0.000719736 0.000563591 0.00281846 0.00125153 0.00497873 0.00910932 0.00318995 0.00211461 0.00205907 0.00452709 0.00315266 0.00192618 0.00220076 0.00156927 0.00106768 0.00351683 0.00101154 0.0010486 0.000988835 0.00181114 0.00106464 0.000938457 0.00122535 0.000994107 0.00460881 0.00404193 0.00297321 0.00767401 0.00314161 0.00422224
threshold=-0.018454999999999996 0.3248100000000001 0.12365000000000002 -0.087424999999999989 -0.0069299999999999995 0.057970000000000008 -0.086649999999999991 0.084760000000000016 0.083235000000000017 -0.085409999999999986 -0.085709999999999995 -0.039659999999999994 -0.010655 -0.0088349999999999974 -0.071779999999999997 -0.42010499999999995 -0.57009999999999994 -0.081904999999999992 -0.24290999999999999 0.15665000000000004 0.09993500000000001 0.12016500000000001 -1.0000000180025095e-35 0.094195000000000015 0.098785000000000012 0.092470000000000011 -0.081614999999999979 -0.085669999999999982 -0.069964999999999986 0.097020000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 13 7 -5 11 10 -10 -8 -6 -13 -2 -12 -16 -17 -18 -19 20 21 22 -20 25 -25 -24 -26 -28 29 -29
right_child=1 -3 -4 6 5 -7 8 -9 9 -11 14 12 -14 -15 15 16 17 18 19 -21 -22 -23 23 24 26 -27 27 28 -30 -31
leaf_value=0.00053440443822182725 0.0013043634803034366 -0.00049748775693486734 0.0009639047123103713 0.0012633643334265801 0.00032168445439310748 -0.0025009405965517677 0.0012576891359640287 0.00052973291603848345 0.0002431899008418744 -0.001793923475779593 -0.00069620339146984575 -0.0016141619617840099 -0.00024921743983954747 5.1658304873853918e-05 0.0012923845999120247 0.0007019669469445944 -0.00069941105321049692 -0.00064527375119117396 0.00071421550334586459 0.00090308001010932712 -0.00073484426626237121 -0.00065290382957424635 -1.6950964285602297e-05 0.001248119181871195 -0.0008056914973789581 -0.0012056978716482891 0.0014929270009963296 -5.0676576369865376e-05 0.00013684770486009764 -0.0015591937436121434
leaf_weight=25 20 23 30 20 20 21 20 28 24 20 22 21 27 20 21 20 22 24 24 22 20 22 2089 34 38 29 37 55 295 28
leaf_count=25 20 23 30 20 20 21 20 28 24 20 22 21 27 20 21 20 22 24 24 22 20 22 2089 34 38 29 37 55 295 28
internal_value=0 -4.31528e-06 -6.24107e-07 -1.01331e-05 -0.000285092 -0.000614357 4.82479e-06 -0.000201667 -3.95776e-06 -0.000682771 6.62615e-06 -0.000502832 -0.000846381 0.000678011 -2.30364e-06 3.18765e-06 -6.62501e-06 -1.17991e-05 -6.23139e-06 -5.36253e-07 -7.97899e-06 -2.49529e-06 2.94746e-06 -3.60549e-06 0.000125223 -3.32275e-05 4.09436e-05 0.000118467 -1.60703e-05 -0.000559574
internal_weight=0 3096 3073 3043 157 117 2886 96 2866 44 2822 68 48 40 2802 2780 2759 2739 2717 2693 2671 2651 2629 2605 487 2118 453 415 378 83
internal_count=3121 3096 3073 3043 157 117 2886 96 2866 44 2822 68 48 40 2802 2780 2759 2739 2717 2693 2671 2651 2629 2605 487 2118 453 415 378 83
is_linear=0
shrinkage=0.1


Tree=1568
num_leaves=31
num_cat=0
split_feature=130 10 10 42 34 1 123 133 45 2 16 48 13 1456 13 13 1374 43 133 12 1210 13 42 42 3 2 15 3 484 157
split_gain=0.000637258 0.00142561 0.00159188 0.00158321 0.000795156 0.00321811 0.000994383 0.00139998 0.000970425 0.00153543 0.00205656 0.00108011 0.000844409 0.0055946 0.00931163 0.0147663 0.00537692 0.00471916 0.00726688 0.0039054 0.00597243 0.00376494 0.00355538 0.00616226 0.00398185 0.00333028 0.00859168 0.00921925 0.00437309 0.00327717
threshold=-0.23647499999999996 -0.38124499999999995 -0.092019999999999977 0.089390000000000011 -0.057544999999999992 0.10089500000000001 0.083805000000000004 0.087720000000000006 0.094030000000000016 0.15609500000000001 0.029300000000000003 0.15068000000000001 -0.084154999999999994 0.091180000000000011 -0.085804999999999979 -0.085669999999999982 0.088035000000000016 -0.083434999999999995 -0.0081349999999999981 0.085955000000000018 -0.05860499999999999 -0.083894999999999983 0.090310000000000015 0.091625000000000012 -0.082094999999999987 0.084715000000000013 0.081070000000000017 -0.082484999999999989 0.091040000000000024 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -4 -7 -8 9 11 -11 12 13 14 16 -16 19 -17 -19 25 -21 -14 24 -24 -22 -6 28 -28 -27 -20
right_child=1 2 4 -5 8 6 7 -9 -10 10 -12 -13 21 -15 15 17 -18 18 29 20 22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00056266093220074258 -4.7367182851303369e-05 -0.00069500534357785275 0.0014150835959299002 0.0011958208960658383 0.00024556425480460307 0.00048349714802148249 -0.00082442722837186013 0.0002556898102435904 -0.00052927184585964176 0.0013338001118972898 -8.3094206084275541e-05 -0.00074056941928574821 0.0013325278533474457 0.0014482256862760076 -0.003350013459012622 0.00052391235555713882 0.0016276993023348044 0.00067392590863164521 -0.00063173038652166726 0.0015917991148307921 0.0014632539535623752 1.7179749677772642e-05 -0.0018859146162867547 5.213707312941552e-05 0.00013531282598063733 -3.2382689608278233e-05 -0.00021716890790100609 -0.0031464491101690912 -0.0013822429116839043 -0.0023206200295438368
leaf_weight=20 20 33 20 21 105 26 24 24 35 20 21 20 22 23 21 34 20 20 20 30 29 2002 21 75 102 216 21 22 27 27
leaf_count=20 20 33 20 21 105 26 24 24 35 20 21 20 22 23 21 34 20 20 20 30 29 2002 21 75 102 216 21 22 27 27
internal_value=0 3.6289e-06 -4.2195e-06 0.000589388 3.31136e-06 0.000289605 -1.4578e-05 -0.000284369 -5.8641e-06 4.5725e-07 0.000608074 -8.26248e-06 -3.09994e-06 -8.91808e-05 -0.000133941 -0.000937296 1.27798e-05 -0.000435642 -0.00092258 -3.70634e-05 0.000265744 3.1477e-05 9.04949e-05 -0.000371812 0.000429285 -0.000236096 -0.000412929 -0.00171587 -0.000182367 -0.00160194
internal_weight=0 3101 3060 41 3027 94 74 48 2933 2898 41 2857 2837 813 790 122 668 101 67 648 257 2024 227 96 131 391 286 43 243 47
internal_count=3121 3101 3060 41 3027 94 74 48 2933 2898 41 2857 2837 813 790 122 668 101 67 648 257 2024 227 96 131 391 286 43 243 47
is_linear=0
shrinkage=0.1


Tree=1569
num_leaves=31
num_cat=0
split_feature=484 484 150 475 484 4 2 43 133 484 159 13 13 12 1456 3 1455 52 484 160 376 123 1 1 1 160 1208 402 52 15
split_gain=0.000595158 0.0116276 0.00367027 0.0037652 0.00300982 0.00509939 0.00312084 0.00529981 0.00384121 0.00263763 0.00398003 0.00166931 0.00515609 0.00398146 0.00152405 0.00307694 0.00208764 0.0025686 0.00147209 0.00142829 0.00101908 0.00145045 0.00137969 0.003887 0.00321829 0.0041902 0.00351441 0.00427236 0.00250209 0.00987682
threshold=0.086430000000000021 0.085740000000000011 0.10874500000000002 -0.085669999999999982 0.090535000000000018 -0.013125 0.11411 -0.0065949999999999993 0.090665000000000009 0.079595000000000013 0.082105000000000025 -0.085384999999999975 -0.080519999999999994 0.084225000000000008 -0.090954999999999994 -0.082284999999999983 -0.072959999999999983 -0.0092699999999999987 0.25819500000000006 -0.14309999999999998 0.080200000000000007 0.083805000000000004 0.080270000000000022 0.077845000000000011 0.083135000000000014 -0.54200499999999985 0.10233500000000001 0.12629000000000004 0.0060650000000000009 0.082685000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 5 -5 8 -8 11 14 -11 13 -13 -6 15 -1 17 -16 19 -14 22 -22 23 -18 -24 -26 27 28 -27 -30
right_child=2 -3 -4 4 6 -7 7 -9 -10 10 -12 12 18 -15 16 -17 20 -19 -20 -21 21 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=-0.0014106204740844831 -0.0012953152204863729 -0.0023043911573371258 0.001268911126177185 -2.7398156401302131e-05 0.0013693292645494577 0.0020632722816344541 -0.0018388641076972304 0.00024503920352659549 0.0012429892759038403 0.0017699804594962017 5.457065693151794e-05 -0.0015804191890587708 0.00031942292268428464 -0.00055986719089560209 -0.00016957366256974637 0.00013819087441239891 1.9533884429302416e-05 0.0013508671792224051 0.00072409637030903943 -0.00083605858322698633 0.00092833282855840833 9.4846835129845994e-05 -0.0012532207541880781 0.0013306015808864135 0.0012242000396023892 -4.1531392519582504e-05 0.0011694772210570851 -0.0014559720077765329 -5.5756679630874595e-05 -0.0019830665596814738
leaf_weight=23 20 22 26 28 23 20 23 26 28 21 38 23 23 20 20 29 1345 25 27 20 26 106 24 23 24 887 21 24 122 34
leaf_count=23 20 22 26 28 23 20 23 26 28 21 38 23 23 20 20 29 1345 25 27 20 26 106 24 23 24 887 21 24 122 34
internal_value=0 -1.44237e-05 0.000132209 2.70341e-05 0.000128364 0.000843715 -3.28423e-05 -0.000733119 0.000176387 3.62047e-06 0.00066514 -4.32078e-05 -0.000281435 0.000472029 -1.06604e-05 -0.00054686 -2.60422e-07 0.000675116 0.000145374 -0.00021801 -1.179e-05 0.000259018 -2.60658e-05 4.15767e-05 -0.000107523 -8.27953e-05 -0.000111626 -0.00013684 -0.000106486 -0.000475811
internal_weight=0 2814 307 281 261 48 213 49 164 2792 59 136 93 43 2733 52 2681 45 70 43 2636 132 2504 1368 1136 1112 1088 1067 1043 156
internal_count=3121 2814 307 281 261 48 213 49 164 2792 59 136 93 43 2733 52 2681 45 70 43 2636 132 2504 1368 1136 1112 1088 1067 1043 156
is_linear=0
shrinkage=0.1


Tree=1570
num_leaves=31
num_cat=0
split_feature=2 2 1375 49 1 49 42 49 1371 0 1456 4 1210 0 43 3 1447 1446 12 484 484 51 1186 132 132 394 47 47 3 13
split_gain=0.000636212 0.00587707 0.00344132 0.00396178 0.00744057 0.00326196 0.00860194 0.0101098 0.00286491 0.00247812 0.00255223 0.00373158 0.00246037 0.00236386 0.00229377 0.00365935 0.00277222 0.00475878 0.0102242 0.00569652 0.0085961 0.00282059 0.00304265 0.00367184 0.014636 0.00944907 0.00280274 0.00505078 0.00351675 0.00578114
threshold=0.087625000000000022 0.087505000000000013 -0.15308499999999997 0.091325000000000003 0.082005000000000008 0.005085000000000001 0.083595000000000017 0.085970000000000005 0.081810000000000008 -0.15931499999999996 -0.083354999999999999 -0.065794999999999979 -0.15347999999999998 -0.26609999999999995 -0.088004999999999986 -0.084144999999999984 -0.086279999999999982 0.083715000000000026 0.084795000000000023 -0.069939999999999988 -0.084899999999999989 -0.23681499999999997 0.062435000000000011 -0.083284999999999984 -0.085749999999999979 0.0034050000000000005 0.096770000000000009 0.10843500000000002 -0.014944999999999998 -0.085584999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 9 -7 -8 13 -4 11 -11 -12 -2 15 -14 -16 19 -19 20 -18 -21 23 24 -23 26 28 -28 -25 -30
right_child=8 -3 3 4 -6 6 7 -9 -10 10 12 -13 14 -15 16 -17 17 18 -20 21 -22 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=-0.0011626207424948612 -0.00099017693777568648 0.0017099261428007767 0.00098565078026565203 0.0024033352127298714 -0.00020827709183019274 0.00068617512641305279 -0.0030753391400226283 -0.00025159670913126319 -0.0010828848543147057 3.5153549729979462e-06 0.0010485186503501609 0.0016031397096812725 7.9497801608597048e-05 -1.0452015888705605e-05 -0.0010824489222108645 0.0011738294245381105 -0.0001927467695694711 0.002584529616537371 -6.0971779021201655e-05 -0.0010168449712339145 -0.0027540320486878047 -0.00014266313963042971 -0.0009988439463389418 7.2227926589636343e-05 0.0028660009699788963 -0.0020886117555412721 0.0019690890418132766 -8.2490963007633887e-05 0.00026593506853613588 -0.0012562484428469492
leaf_weight=24 25 21 28 20 24 33 21 32 26 35 22 25 156 1651 27 38 38 21 48 29 20 61 30 471 22 22 20 30 45 56
leaf_count=24 25 21 28 20 24 33 21 32 26 35 22 25 156 1651 27 38 38 21 48 29 20 61 30 471 22 22 20 30 45 56
internal_value=0 4.94473e-05 2.45045e-05 4.52403e-05 0.000978819 1.4355e-05 -0.000581273 -0.00137044 -4.12254e-05 5.55318e-05 3.41146e-05 0.000670026 1.10881e-06 -2.50661e-05 -1.92113e-05 0.000293851 -8.38221e-05 -5.42899e-05 0.000744181 -0.000119568 -0.00107595 -4.89951e-05 -1.19176e-05 2.88084e-05 0.000654814 -5.18725e-05 2.01665e-05 0.000738141 -4.25935e-05 -0.000578048
internal_weight=0 1419 1398 1374 44 1330 86 53 1702 1244 1216 60 1156 1676 1134 194 940 913 69 844 58 786 757 727 83 644 622 50 572 101
internal_count=3121 1419 1398 1374 44 1330 86 53 1702 1244 1216 60 1156 1676 1134 194 940 913 69 844 58 786 757 727 83 644 622 50 572 101
is_linear=0
shrinkage=0.1


Tree=1571
num_leaves=31
num_cat=0
split_feature=1208 16 402 1210 402 1212 50 1211 1211 1212 401 1209 1209 2 2 1446 403 1213 16 130 2 1213 1 3 1186 0 130 42 0 401
split_gain=0.000659342 0.0052138 0.00147671 0.00562579 0.000753784 0.00119532 0.00277528 0.00147688 0.00130366 0.00125377 0.00105021 0.00127562 0.00137964 0.00109075 0.00350596 0.0106708 0.00982183 0.00709164 0.0109147 0.00504107 0.00819811 0.00523473 0.0041768 0.00778442 0.00391261 0.00301588 0.00203352 0.0025135 0.00849113 0.00544161
threshold=0.10383000000000002 -0.072359999999999994 0.2506000000000001 -0.14175499999999996 0.13775000000000001 0.12218000000000002 0.08461500000000001 0.11671000000000002 0.10809000000000001 0.10654500000000001 0.12828500000000001 -0.089214999999999989 -0.077594999999999983 0.085155000000000022 0.083935000000000023 0.083715000000000026 -0.084674999999999986 -1.0000000180025095e-35 -0.083134999999999987 0.0029050000000000005 0.083715000000000026 0.04198000000000001 0.077845000000000011 -0.086869999999999989 -0.010834999999999999 -0.14051499999999997 -0.22461999999999996 0.12181500000000002 -0.050064999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 8 9 10 11 -5 -13 14 19 16 24 -18 -19 20 21 22 23 -14 -16 -24 -15 29 -29 -28
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 -12 12 13 26 15 -17 17 18 -20 -21 -22 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=0.0016848597466014325 -0.0011026036459952594 0.00083557245949202269 -0.00069182689553902801 -0.00070246010553091768 -0.00059489432079274035 0.001214414064396316 -0.00023309894000973416 -0.00085855843586614368 0.0007086447972911769 -0.00070773579797241842 -0.00070106918731956591 0.0006216310323341875 0.00012213638343382626 -0.0010400235152337701 0.00027966487003141085 0.0024135505147278311 -0.00024903504591849117 0.0034130995243322106 0.0004525526800672665 0.001371054915048612 -0.0018255104676354675 0.0016119474901188369 0.0012026524859141898 -0.0020518584083349975 -0.0014563548740477779 1.0224748158824668e-05 -0.0015419581574406039 0.0019423091322935831 -0.00058962399726388633 -2.5987617694384249e-05
leaf_weight=20 35 23 30 25 21 26 27 20 26 25 21 37 40 20 20 25 36 20 33 26 25 20 22 28 37 591 24 26 27 1765
leaf_count=20 35 23 30 25 21 26 27 20 26 25 21 37 40 20 20 25 36 20 33 26 25 20 22 28 37 591 24 26 27 1765
internal_value=0 -0.000334017 6.32484e-06 1.32304e-05 2.13428e-06 6.32466e-06 0.000477002 -2.16322e-06 3.70451e-06 -2.63094e-06 3.51537e-06 8.71252e-06 1.50128e-05 6.95357e-06 9.58409e-05 0.000504549 0.000177665 0.000834056 0.00156974 2.90321e-06 -4.6094e-05 1.7366e-05 -2.94646e-05 -0.000773038 -0.000847225 5.30199e-05 -3.71082e-05 -2.62188e-05 0.000652456 -4.63248e-05
internal_weight=0 58 3063 3033 3013 2992 53 2939 2919 2893 2868 2847 2822 2785 923 171 146 89 53 752 726 701 681 68 57 613 1862 1842 53 1789
internal_count=3121 58 3063 3033 3013 2992 53 2939 2919 2893 2868 2847 2822 2785 923 171 146 89 53 752 726 701 681 68 57 613 1862 1842 53 1789
is_linear=0
shrinkage=0.1


Tree=1572
num_leaves=31
num_cat=0
split_feature=1185 1186 1183 391 1184 393 1204 130 1186 393 3 49 130 15 49 1429 475 15 15 43 0 0 52 2 4 1 3 15 12 12
split_gain=0.000592869 0.000919795 0.000675312 0.00103007 0.000892871 0.000700417 0.00112009 0.00198854 0.000795134 0.00156653 0.000992219 0.000855914 0.00371809 0.00465847 0.00323844 0.00307021 0.00312394 0.00352161 0.00324511 0.0025285 0.00262197 0.00270684 0.0024778 0.00496815 0.00358059 0.00268488 0.00385061 0.0018698 0.00120536 0.00691284
threshold=-0.10973499999999999 -0.091099999999999987 -0.081039999999999987 -0.086514999999999981 0.086750000000000008 0.10358500000000001 0.057120000000000011 0.12680500000000003 0.089315000000000019 0.086855000000000016 -0.52915999999999996 0.09567500000000001 0.096625000000000003 -0.093959999999999988 0.091860000000000011 -0.067934999999999982 -0.085684999999999997 -0.028889999999999996 -0.052074999999999989 0.11268500000000002 -0.062764999999999974 -0.069444999999999993 -0.069804999999999992 0.097845000000000015 0.057560000000000007 0.10205500000000002 0.11924500000000002 -0.086254999999999984 0.079890000000000017 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 8 9 10 -5 14 15 -14 28 -13 -17 18 19 20 21 22 23 -18 -24 -26 -27 -16 -12 -30
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11 11 12 13 -15 27 16 17 -19 -20 -21 -22 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=-0.00052954614040486166 0.00051332403698844638 -0.00055428122290198778 0.00062849129093452713 -0.00070724792043620256 -0.00053755670753983598 0.00042290830498155303 -0.00074948835943359886 0.0007733002671915473 0.00060571929207071668 -0.00085245852970646505 0.0001234286050228015 -0.0012031054770341144 -0.0019786145042061157 -0.0001754681601405058 0.0015590354510571897 0.0011467763357795775 0.00034799135385335175 -0.001178046502699696 0.001104612387384155 0.00098027916392311458 -0.0010285231985296282 0.0010930097248638049 0.00091725252285549362 -0.0017124712131917478 -0.0011292420716490597 0.0011425357931200001 -0.00075058275483157058 0.00022458346363800092 -0.0011505794885764502 -1.4345786285069486e-06
leaf_weight=21 35 22 26 20 31 39 20 33 21 22 642 20 23 38 21 25 22 24 28 22 29 20 37 25 25 21 22 21 54 1712
leaf_count=21 35 22 26 20 31 39 20 33 21 22 642 20 23 38 21 25 22 24 28 22 29 20 37 25 25 21 22 21 54 1712
internal_value=0 3.58725e-06 -2.23356e-06 1.75759e-06 -3.6435e-06 1.89947e-06 -3.67208e-06 1.42404e-06 -7.37759e-06 -1.1859e-05 -5.37242e-06 -4.1392e-07 -0.000139847 -0.000855343 2.12693e-05 -3.45548e-06 7.65212e-05 -2.07747e-05 8.98807e-05 -3.75295e-05 -0.000148931 -6.28218e-07 -0.000144528 -0.000747999 0.000125597 -0.000305156 0.000173964 0.000891809 6.0855e-06 -3.65726e-05
internal_weight=0 3100 3065 3043 3017 2986 2947 2927 2894 2873 2851 2831 381 61 2450 320 300 275 251 223 201 172 152 47 105 68 43 42 2408 1766
internal_count=3121 3100 3065 3043 3017 2986 2947 2927 2894 2873 2851 2831 381 61 2450 320 300 275 251 223 201 172 152 47 105 68 43 42 2408 1766
is_linear=0
shrinkage=0.1


Tree=1573
num_leaves=31
num_cat=0
split_feature=15 15 4 4 3 160 16 96 34 2 9 38 43 375 151 15 48 13 457 151 457 150 456 0 160 160 160 484 1374 52
split_gain=0.000553455 0.000847009 0.00542772 0.00298088 0.00237953 0.00354036 0.00116658 0.0010708 0.00115435 0.00149157 0.00387687 0.00153757 0.00103929 0.000988333 0.000917471 0.00405819 0.0031396 0.00235001 0.0022029 0.00392166 0.0024843 0.00178851 0.00156128 0.00131023 0.00110697 0.00371414 0.00271243 0.00498717 0.00259009 0.00290165
threshold=-0.5556049999999999 -0.43375999999999998 0.51164000000000009 0.50194500000000009 0.0051600000000000005 -1.0000000180025095e-35 -0.29154999999999992 0.083725000000000008 -0.082914999999999989 -0.080614999999999978 0.092235000000000011 0.10657000000000001 -0.071044999999999983 0.087005000000000013 0.056735000000000001 -0.07490999999999999 0.088875000000000023 -0.082759999999999986 0.098180000000000003 -0.10959499999999998 0.091945000000000013 0.10325000000000002 -0.087384999999999977 -0.24955499999999997 -0.080719999999999986 -0.082179999999999989 -0.063384999999999983 -0.064309999999999992 0.086000000000000007 -0.085984999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 7 6 -6 -2 8 -3 10 -10 13 -8 14 18 -16 17 -17 20 -20 22 -21 -11 -24 25 28 27 -26 29 -25
right_child=1 2 -4 -5 5 -7 12 -9 9 11 -12 -13 -14 -15 15 16 -18 -19 19 21 -22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=0.00033343181831344053 0.00072257222650064668 -0.00055153521059669159 0.0016470584017224611 -0.001139891584835309 -1.105544257110783e-05 -0.0016662193462252618 -0.00070474037784151733 0.00052349818403084878 0.0012889264838153835 -0.00087419152537006003 -0.00052084984374232588 0.00075908727012574673 0.00025409648705345512 -0.00063943735905922948 0.0011851035920485361 -0.00057988899326036597 -0.001204124271753244 0.00071880757961097479 0.00035168724945313962 -0.00047742956492584203 0.00088514821160764947 -0.0017704373333127358 0.00071198020270094281 -0.00061847836535889656 -0.00186588400165024 0.0013553504188324873 -2.6730045778379741e-05 -0.00010256037808776798 -0.0010312501984160571 0.00018581086483605559
leaf_weight=49 22 38 20 23 28 24 20 39 29 21 20 26 26 25 34 22 20 38 28 20 31 23 25 50 23 23 1864 53 21 436
leaf_count=49 22 38 20 23 28 24 20 39 29 21 20 26 26 25 34 22 20 38 28 20 31 23 25 50 23 23 1864 53 21 436
internal_value=0 -5.31841e-06 5.26842e-06 -5.93069e-06 -0.000265754 -0.000774977 0.000123651 3.03497e-06 -4.03753e-06 3.30884e-06 0.000550242 -6.32096e-06 -0.000162789 -1.35392e-05 -7.8117e-06 0.000269896 -0.000119067 0.000242619 -1.99044e-05 -0.000569316 -4.58906e-06 -0.00116904 -1.55516e-05 -8.32461e-06 -1.56151e-05 0.000112465 -5.06061e-05 -0.000636198 5.60816e-05 0.000103065
internal_weight=0 3072 2952 2932 120 52 68 2909 2870 2832 49 2783 46 2757 2732 114 80 60 2618 71 2547 43 2516 2495 2470 530 1940 76 507 486
internal_count=3121 3072 2952 2932 120 52 68 2909 2870 2832 49 2783 46 2757 2732 114 80 60 2618 71 2547 43 2516 2495 2470 530 1940 76 507 486
is_linear=0
shrinkage=0.1


Tree=1574
num_leaves=31
num_cat=0
split_feature=399 130 1203 132 393 131 1203 130 49 15 130 129 12 12 13 128 128 3 133 133 401 133 1208 403 402 402 402 402 52 52
split_gain=0.000539153 0.00150941 0.000743716 0.00846606 0.00154452 0.000700627 0.000931381 0.000741913 0.00452433 0.00185008 0.00164639 0.00103212 0.00224681 0.00327253 0.00183335 0.00139633 0.00332941 0.00292791 0.0010759 0.00263353 0.00207793 0.00167364 0.00291075 0.00266932 0.00262549 0.00329149 0.00109568 0.00127054 0.00422406 0.00426425
threshold=-0.065739999999999979 0.084685000000000024 0.089005000000000015 -0.083284999999999984 0.12069000000000002 0.13857500000000003 -1.0000000180025095e-35 0.10923000000000001 0.099465000000000012 0.088345000000000021 0.10490500000000001 0.091700000000000018 0.10266500000000002 0.090285000000000018 -0.0090849999999999976 0.090375000000000025 0.11976500000000002 -0.095524999999999985 0.50628500000000021 0.41484500000000007 -0.46360499999999999 0.40945500000000007 0.10480500000000002 -0.53960999999999981 0.13924000000000003 0.12629000000000004 0.11679000000000002 0.095250000000000015 0.085540000000000019 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -2 10 9 -9 11 15 13 14 -13 18 17 -17 19 21 -20 22 23 -8 25 26 27 -25 29 -29
right_child=2 -3 3 -5 -6 -7 7 8 -10 -11 -12 12 -14 -15 -16 16 -18 -19 20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00031930889585055414 0.00060625214222818609 0.00067607707176835111 0.0010213328312839503 -0.0015895041098162807 0.0008762013640080113 -0.00059540593007113797 0.0008392060074854541 -0.0013935954712976058 0.00097598149804980496 -0.00024109129289475581 0.00086322162559636947 0.000594761161482893 -0.00063960882940922279 0.001194552572978398 -0.00048536573683095142 6.1721623082121367e-05 0.00070217396249063315 -0.0013317163237125465 -0.00011872769824254353 -0.0010370898155961186 0.00099118215993287094 0.00079250103260094954 -0.001159153755129823 -2.4393132135583716e-05 -0.0008525463439385734 0.0011868221816890266 -0.00071765181624372921 0.00037928570980931488 0.0012682807864621282 -0.0013389039863250219
leaf_weight=25 25 39 23 27 20 20 37 26 20 30 22 30 22 39 33 25 20 38 37 25 31 26 22 2272 37 23 22 52 33 20
leaf_count=25 25 39 23 27 20 20 37 26 20 30 22 30 22 39 33 25 20 38 37 25 31 26 22 2272 37 23 22 52 33 20
internal_value=0 0.000287254 -6.01383e-06 -0.000388519 3.46413e-07 -5.51803e-06 -1.54171e-06 -6.70651e-06 -0.000315087 -0.000776183 1.47105e-06 -5.19509e-06 0.000276951 0.00047464 2.89804e-05 -1.80576e-05 -0.000421912 -0.000778765 -5.34625e-06 -1.57383e-05 0.000387261 -5.70147e-06 -1.39434e-05 -3.84943e-06 -1.65347e-05 -3.76325e-06 -1.51778e-05 -8.67613e-06 0.00033141 -9.79892e-05
internal_weight=0 64 3057 50 3007 2987 2967 2942 76 56 2866 2844 124 102 63 2720 83 63 2637 2569 68 2544 2518 2496 2459 2422 2399 2377 105 72
internal_count=3121 64 3057 50 3007 2987 2967 2942 76 56 2866 2844 124 102 63 2720 83 63 2637 2569 68 2544 2518 2496 2459 2422 2399 2377 105 72
is_linear=0
shrinkage=0.1


Tree=1575
num_leaves=31
num_cat=0
split_feature=1203 1204 1203 1203 132 1203 398 130 130 133 43 3 13 0 16 402 1208 2 1209 403 1456 1456 1455 1455 133 1455 1213 1213 1210 402
split_gain=0.000561782 0.000728615 0.00127301 0.00082905 0.00423562 0.00174744 0.000795029 0.000817295 0.003121 0.00210189 0.00271513 0.00222414 0.00264337 0.00193 0.00292576 0.00123856 0.00175335 0.00524552 0.00493536 0.00112852 0.0011348 0.00132906 0.00130402 0.00113307 0.00372047 0.00164329 0.00103558 0.00255601 0.00360216 0.00218207
threshold=0.10970500000000001 0.057120000000000011 -1.0000000180025095e-35 0.089005000000000015 -0.081684999999999994 0.087970000000000007 0.10586000000000002 0.09364500000000002 0.091705000000000023 -0.082724999999999979 0.41889000000000004 -0.091054999999999983 0.10591500000000001 -0.075934999999999989 -0.078464999999999993 0.2506000000000001 0.10383000000000002 0.090935000000000016 -0.092684999999999976 0.55673500000000009 -0.50091499999999989 -0.23007499999999997 -0.097209999999999977 -0.072959999999999983 0.082925000000000013 -0.018454999999999996 -0.09280999999999999 -0.088159999999999974 -0.083289999999999989 0.11375000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 15 10 -9 12 -11 14 -13 16 18 -18 -4 20 -20 -22 -23 24 -24 -25 29 -28 -29 -27
right_child=-2 -3 3 4 -6 -7 -8 9 -10 11 -12 13 -14 -15 -16 -17 17 -19 19 -21 21 22 23 25 -26 26 27 28 -30 -31
leaf_value=0.00069754827395977033 0.00052829072054009888 -0.00056415631349765406 0.0015395443692492942 -0.0015507899399381131 0.000273487164605675 0.00091090789563687789 0.00059441343248842963 -0.0014463101742202764 0.0012485401448793709 -0.0013141635841086763 5.0269874521869826e-05 0.00080210002183559402 0.00013946692162225473 0.0011068223699112424 -0.00088790054433047778 -0.000655253537015283 -0.0016048493027337827 0.0004648959256883245 -0.00070838882794222716 -0.00066821404499933128 0.00058483199863985653 -0.0006747667175139734 0.0013931263833238401 -0.00085788425269790682 -0.0004478650544548319 0.00057471239242552069 -0.00097191798666211051 0.0011340755332119963 -7.0091531468736144e-06 -0.00033684920701106374
leaf_weight=26 20 23 21 20 35 21 22 27 20 22 22 21 29 24 20 29 25 24 22 25 40 28 23 22 21 85 27 28 2311 38
leaf_count=26 20 23 21 20 35 21 22 27 20 22 22 21 29 24 20 29 25 24 22 25 40 28 23 22 21 85 27 28 2311 38
internal_value=0 -3.40722e-06 7.82912e-07 -5.15283e-06 -0.000389886 1.90767e-06 -4.50664e-06 -8.96712e-06 3.82675e-06 -0.000225222 -0.000774376 6.748e-06 -0.000487589 0.000394613 -2.22905e-05 -5.1636e-06 1.71692e-06 -0.000591097 1.25114e-05 5.00994e-07 6.82155e-06 1.28203e-05 3.96217e-06 1.14003e-05 0.000514471 2.58503e-06 1.01906e-05 -4.51641e-06 6.65069e-06 0.000293092
internal_weight=0 3101 3078 3052 55 2997 2976 2954 2789 165 49 116 51 65 41 2769 2740 49 2691 2670 2645 2623 2583 2555 44 2511 2489 2366 2339 123
internal_count=3121 3101 3078 3052 55 2997 2976 2954 2789 165 49 116 51 65 41 2769 2740 49 2691 2670 2645 2623 2583 2555 44 2511 2489 2366 2339 123
is_linear=0
shrinkage=0.1


Tree=1576
num_leaves=31
num_cat=0
split_feature=1203 132 4 1185 394 1186 1183 394 129 129 2 0 130 130 39 367 128 128 1186 15 394 33 51 51 51 52 12 3 51 12
split_gain=0.000584702 0.0117054 0.00727975 0.000987655 0.00062368 0.00130417 0.000737191 0.00121725 0.000619865 0.000913578 0.00213753 0.00119729 0.00101294 0.00166636 0.000883793 0.00360399 0.00238281 0.00262194 0.000942909 0.00283333 0.00161207 0.000882499 0.000938172 0.00418118 0.00410576 0.00290302 0.003145 0.00293044 0.00367833 0.00255259
threshold=0.089165000000000008 -0.083284999999999984 -0.079764999999999989 -0.091084999999999985 0.09759000000000001 -0.091099999999999987 -0.081039999999999987 0.0016050000000000003 0.11561 0.10412500000000001 0.096540000000000015 0.22582000000000002 -0.22461999999999996 -0.084874999999999992 -0.020804999999999994 -0.0098099999999999975 0.11976500000000002 0.10793500000000002 0.062435000000000011 -0.07490999999999999 -0.089309999999999987 -0.018454999999999996 0.094075000000000006 0.090560000000000015 0.089355000000000004 0.096795000000000006 0.086700000000000013 0.097915000000000016 0.12229000000000002 0.093965000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 -7 8 9 11 -11 12 -8 -14 15 -15 17 18 20 -20 -16 -22 23 24 -23 26 27 -24 -29 -28
right_child=1 2 -4 4 -6 6 7 -9 -10 10 -12 -13 13 14 16 -17 -18 -19 19 -21 21 22 25 -25 -26 -27 29 28 -30 -31
leaf_value=-0.00067466170410623058 0.0021741415799150002 -0.0020361067302292215 0.0003209256890266644 0.0007692224324934863 -0.00048066103616427563 -0.00060863605118356657 -0.00066372867997573776 0.00072518602600726107 -0.00054650221330424149 -0.00021178936852569075 0.0011528507779902694 -0.00076065193931017781 0.00079947235868670628 0.00035604632692411544 0.00072793260427011597 -0.0014449510164558888 0.00093718348674614129 -0.001119954651152338 0.0002959815694339341 -0.0010246256507481591 0.00063318712742660541 -2.1647663711944577e-05 -0.0005635715942064833 -0.0010787842935265823 0.0012423148463802556 -0.00018769507181321725 0.0014963430995856854 0.0015185404113832524 -0.0003101021038177847 0.00033726245486545136
leaf_weight=22 23 20 38 22 27 20 23 23 21 24 22 21 26 25 31 20 27 21 32 33 22 2224 42 37 26 129 38 22 22 38
leaf_count=22 23 20 38 22 27 20 23 23 21 24 22 21 26 25 31 20 27 21 32 33 22 2224 42 37 26 129 38 22 22 38
internal_value=0 0.000265164 -0.000491844 -7.06524e-06 -2.19873e-06 2.12039e-06 -3.56376e-06 5.39816e-07 -5.15631e-06 -1.24297e-06 0.000440865 -8.35627e-06 -2.7896e-06 2.61061e-06 -4.81801e-06 -0.000444397 2.39083e-06 -6.89861e-06 1.77134e-06 -0.000374481 1.10668e-05 2.51956e-06 -2.8624e-06 -2.4381e-05 -7.04187e-06 0.000166254 0.000448103 3.39027e-05 0.000604219 0.000916803
internal_weight=0 81 58 3040 3018 2991 2969 2949 2926 2905 46 2859 2838 2815 2789 45 2744 2717 2696 65 2631 2600 2578 2287 2250 291 162 86 44 76
internal_count=3121 81 58 3040 3018 2991 2969 2949 2926 2905 46 2859 2838 2815 2789 45 2744 2717 2696 65 2631 2600 2578 2287 2250 291 162 86 44 76
is_linear=0
shrinkage=0.1


Tree=1577
num_leaves=31
num_cat=0
split_feature=132 1203 2 1213 1213 4 16 3 132 394 1201 1186 16 129 1186 1204 133 43 0 13 12 43 43 43 43 401 43 10 10 1
split_gain=0.000684307 0.00233729 0.00202186 0.00390325 0.00235116 0.0031678 0.00265666 0.00199155 0.00226341 0.00117026 0.00102066 0.000843697 0.0018841 0.00126954 0.00127973 0.000997366 0.00111996 0.00110744 0.00697423 0.00233769 0.00236531 0.00146264 0.00209377 0.00422419 0.00292531 0.00142968 0.00200105 0.00127543 0.00269194 0.00239964
threshold=-0.083174999999999985 0.089005000000000015 0.088745000000000004 0.0065300000000000002 -0.0020849999999999996 -0.084369999999999987 -0.082179999999999989 -0.073309999999999986 -0.41094499999999995 0.013605000000000001 -0.080364999999999978 -0.085584999999999981 -0.086699999999999985 -0.082304999999999975 -1.0000000180025095e-35 -0.066239999999999979 -0.49970500000000001 0.084740000000000024 -0.11756999999999999 -0.049279999999999997 0.095110000000000014 0.066275000000000014 0.060960000000000007 0.055925000000000009 0.05259500000000001 -0.23187499999999997 0.016310000000000002 -0.092019999999999977 -0.38124499999999995 0.13842500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 -6 -7 -4 -9 10 -2 12 -12 -13 -15 -16 -17 21 -19 20 -20 22 23 24 25 -18 27 28 -27 -29
right_child=9 -3 3 -5 5 6 -8 8 -10 -11 11 13 -14 14 15 16 17 18 19 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00037995692860755709 0.00054997932842097198 -0.0010412069175530362 -0.00072415460807470871 0.0014556227820734919 0.00020031205732030452 -0.0018607190009206536 -0.00033502528288712109 0.0011312771352822893 -0.00035516950967056412 0.00054342145030670684 0.00010241319401318144 0.00076268398181789305 -0.001159229690383654 0.00060971500976901398 -0.00061237000843027134 0.00058652041807363278 0.00067947243242674781 -0.0019173141574190759 -0.00013008360022875675 -0.00066849841874696929 0.00089318728628190794 0.00071343062766667073 -0.00084560824526024286 0.0012088443945434974 -0.0012096664466662334 0.00010150392064698846 -0.00074392825893786121 5.5494185629273035e-08 -0.0012417494850233198 0.00056104060668651912
leaf_weight=31 34 27 28 22 27 25 21 20 21 41 29 22 20 34 27 32 31 22 58 37 37 29 29 29 20 37 36 2191 25 79
leaf_count=31 34 27 28 22 27 25 21 20 21 41 29 22 20 34 27 32 31 22 58 37 37 29 29 29 20 37 36 2191 25 79
internal_value=0 -0.00016921 -4.84721e-05 0.000295762 -0.000349677 -0.000659522 -0.00116421 -7.40485e-05 0.000369926 1.29578e-05 5.34793e-06 -1.20925e-06 -0.000412543 6.05394e-06 7.4975e-09 -7.61665e-06 -1.55114e-06 -8.62569e-06 -0.000268911 5.82302e-06 0.000268453 7.36949e-06 -8.96871e-07 9.10992e-06 -5.273e-06 4.76779e-06 -4.06491e-06 7.35665e-06 -0.000440131 1.95788e-05
internal_weight=0 222 195 91 104 73 46 69 41 2899 2858 2824 49 2775 2753 2719 2692 2660 154 132 95 2506 2477 2448 2419 2399 2368 2332 62 2270
internal_count=3121 222 195 91 104 73 46 69 41 2899 2858 2824 49 2775 2753 2719 2692 2660 154 132 95 2506 2477 2448 2419 2399 2368 2332 62 2270
is_linear=0
shrinkage=0.1


Tree=1578
num_leaves=31
num_cat=0
split_feature=132 132 123 131 34 1 11 1 97 120 40 12 133 9 2 10 2 150 15 148 12 47 52 43 15 123 16 1 2 4
split_gain=0.000723783 0.00155735 0.00178029 0.000746282 0.000724387 0.00315561 0.00140468 0.000952136 0.00114406 0.000777323 0.0014747 0.00129807 0.00279782 0.00237485 0.00214655 0.0025539 0.00535006 0.000774213 0.00246342 0.00128523 0.00099604 0.00225233 0.00255614 0.00373037 0.00205105 0.00146287 0.00144863 0.00141734 0.00122349 0.00143656
threshold=-0.44750499999999993 -0.41127499999999995 -0.088149999999999992 0.13897500000000004 -0.057544999999999992 0.10293500000000001 -1.0000000180025095e-35 0.11181500000000001 -0.071434999999999985 0.091385000000000008 -0.24134999999999998 0.12757000000000002 0.13334500000000002 0.092235000000000011 -0.080614999999999978 -0.0082499999999999987 0.31358000000000003 0.12820000000000001 -0.026084999999999994 0.099425000000000013 -0.07983999999999998 0.10648500000000001 -0.091869999999999993 -0.081374999999999989 -0.095869999999999983 0.087755000000000014 -0.15241499999999997 0.13927000000000003 0.12669500000000003 0.08184000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6 -7 -9 10 -8 13 -13 14 -12 16 -16 19 -19 20 21 22 -17 -24 26 27 -25 28 -22 -30
right_child=1 2 3 -5 6 7 9 8 -10 -11 11 12 -14 -15 15 17 -18 18 -20 -21 25 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00044579340222602087 0.0008634249635395549 -0.00087716736597940334 0.0011887478367835112 0.00061478988820454108 -0.00080299933906644591 -0.00062938460290421394 0.00080113204034126329 -0.000256910662304748 0.00074096516924328183 -0.00059307775174436924 0.00078493453175349924 -0.0012732320387537281 0.00030729017952190981 0.00081270151446612236 -0.0019720635571957245 0.00055731605414463135 0.0002877758212641559 0.0011393483991370254 -0.00030891842131192484 -0.00075391598511487246 -1.8145890500633329e-06 0.00068956052154217932 -0.0014044754136289398 -9.6632208218439851e-05 0.00050914760116332522 0.00065423259578113041 -0.0012286583986133338 -0.00073127425275743008 0.0009021708841442668 2.5013653117470275e-05
leaf_weight=36 21 23 27 20 22 22 23 27 20 22 34 24 21 36 20 23 22 23 24 23 2338 22 38 26 27 35 20 26 33 43
leaf_count=36 21 23 27 20 22 22 23 27 20 22 34 24 21 36 20 23 22 23 24 23 2338 22 38 26 27 35 20 26 33 43
internal_value=0 5.20212e-06 -6.79951e-07 5.94919e-06 1.91846e-06 0.000272213 -6.95274e-06 -8.64311e-05 0.000167717 -9.20006e-07 3.60185e-06 -2.81634e-06 -0.000535655 5.70756e-06 -4.75401e-06 -1.45423e-05 -0.000788338 -2.50998e-06 0.000399808 -9.63467e-06 -3.12822e-06 -0.000248206 -0.000402167 -0.000600979 -0.000182721 1.23191e-05 -0.000588818 3.11131e-06 1.1021e-05 0.000405885
internal_weight=0 3085 3064 3041 3021 96 2925 69 47 2903 2881 2858 45 2813 2777 2743 42 2701 47 2654 2631 156 134 111 73 2475 46 2440 2414 76
internal_count=3121 3085 3064 3041 3021 96 2925 69 47 2903 2881 2858 45 2813 2777 2743 42 2701 47 2654 2631 156 134 111 73 2475 46 2440 2414 76
is_linear=0
shrinkage=0.1


Tree=1579
num_leaves=31
num_cat=0
split_feature=15 132 1204 15 402 15 132 1455 4 2 160 15 42 52 51 43 42 52 13 4 12 52 484 1456 1446 0 42 154 474 1420
split_gain=0.000635872 0.00663517 0.00944492 0.0065222 0.0039794 0.00169058 0.00264224 0.00208773 0.00178348 0.00267588 0.00461141 0.00572663 0.00407842 0.00537281 0.00260335 0.00252794 0.00698954 0.00698467 0.00274056 0.00342985 0.00227337 0.00127881 0.00100088 0.00117361 0.00119399 0.00259576 0.00325684 0.00164448 0.0021056 0.00208623
threshold=0.091650000000000023 -0.083284999999999984 -1.0000000180025095e-35 0.091295000000000015 0.23460000000000003 0.092715000000000006 0.090440000000000006 -0.079434999999999992 -0.069999999999999993 0.10327000000000001 -0.53908999999999996 0.11923500000000002 0.089015000000000025 0.10263500000000002 0.10501000000000001 0.055925000000000009 0.11275500000000001 0.13140000000000004 -0.083364999999999981 -0.077679999999999985 0.094375000000000014 -0.13993999999999998 -0.50340999999999991 0.11510000000000002 0.089505000000000015 -0.086284999999999987 0.086375000000000021 1.0000000180025095e-35 -0.26322499999999993 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 22 -4 7 -7 14 10 -10 -12 -11 -14 15 17 -17 18 -9 21 -13 -20 -1 24 27 -26 -27 28 -24 -30
right_child=1 2 5 -5 -6 6 -8 8 9 12 11 20 13 -15 -16 16 -18 -19 19 -21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.00068727563960816374 0.0016281713951482543 -0.0021102430525934321 0.00074886269859761301 -0.0016605976270511746 0.0013665055268488472 -0.00082026139465266501 -0.00082089792863371258 -0.0010155539263707949 -0.00024612669688488904 -0.0011970019297829519 0.0026728468117653394 0.0013355456910739165 0.0015593906390637606 -0.00062651612891138279 0.00092125765815860821 0.0018207197698454063 -0.00072985187924297704 -0.0019940318029098721 0.00036206875039087292 0.0010784654334808389 -0.00015416568203363568 -0.00060566060340837193 -0.00084411672723945237 0.00062265430761758108 0.0002893170113176374 -2.1539942827075721e-05 -0.0015896180377307314 0.00089896337362006308 -1.0309176445142823e-05 0.0009467012532379317
leaf_weight=22 27 20 38 24 21 22 32 23 29 21 20 21 23 22 26 21 22 22 22 30 20 36 30 29 35 26 27 20 2367 23
leaf_count=22 27 20 38 24 21 22 32 23 29 21 20 21 23 22 26 21 22 22 22 30 20 36 30 29 35 26 27 20 2367 23
internal_value=0 0.000103715 1.61399e-05 -1.96442e-05 -4.49693e-06 0.000110646 5.17812e-05 0.00012527 0.000183375 0.000437359 0.000792027 0.00128558 -4.62789e-05 0.000490725 -1.27707e-05 -0.000150752 0.000515776 -0.000366246 -4.3622e-05 0.000210406 0.000608857 -0.000238591 -1.56606e-05 -9.88212e-06 -1.71383e-05 -0.000379019 -0.000820372 -4.08685e-06 -1.15501e-05 -1.09945e-06
internal_weight=0 497 470 2624 2600 450 412 380 358 156 90 61 66 45 202 176 43 133 111 88 41 58 2579 2557 2528 88 53 2440 2420 2390
internal_count=3121 497 470 2624 2600 450 412 380 358 156 90 61 66 45 202 176 43 133 111 88 41 58 2579 2557 2528 88 53 2440 2420 2390
is_linear=0
shrinkage=0.1


Tree=1580
num_leaves=31
num_cat=0
split_feature=132 16 1203 132 1204 42 42 3 3 4 1210 4 3 4 1 42 52 3 12 132 49 49 50 133 42 158 43 43 51 31
split_gain=0.000740581 0.00267589 0.000841316 0.012001 0.00682466 0.000758394 0.00230955 0.00263052 0.0111679 0.00489738 0.00963314 0.0059704 0.00448978 0.00330699 0.00719026 0.00252689 0.00334287 0.00244477 0.0033349 0.00269875 0.00230354 0.00344909 0.00252561 0.0047293 0.00216558 0.00207009 0.00226552 0.00480268 0.00275343 0.00213488
threshold=-0.40070499999999992 -0.073404999999999984 0.089165000000000008 -0.083284999999999984 -0.080654999999999991 0.087825000000000014 0.088060000000000013 -0.086049999999999988 -0.084074999999999997 -0.080744999999999997 -0.052634999999999994 -0.078629999999999992 -0.096099999999999977 -0.077519999999999992 0.090405000000000013 0.089015000000000025 0.070205000000000017 -0.11255999999999998 0.096210000000000004 0.080640000000000017 0.10910000000000002 0.10000000000000002 -0.068989999999999982 0.095000000000000015 0.10024000000000001 0.13634500000000002 0.16180500000000003 0.062770000000000006 -0.23112499999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -2 -7 12 -9 10 -10 -11 17 14 -13 16 -15 18 19 24 21 25 -22 -24 -8 26 27 28 -17 -30
right_child=2 -3 3 4 -6 6 7 8 9 11 -12 13 -14 15 -16 20 -18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00038926865631115756 -3.7156866666816561e-05 -0.00092230132643765375 0.0024435252521652732 -0.001837042243693889 0.00042002307254242134 0.00093392191571183513 -0.0010698700384439333 -0.0018562001796453842 0.0022865041907477591 -0.0012681765843956022 -5.6573410581628939e-05 0.0022590414469595998 0.0015528822446177746 6.4766773236139366e-05 -0.00042242476833052932 -0.0010053261567878984 -0.0016628627831648504 -0.0007384263837593608 0.001497981676463193 0.00097491328862296146 0.00040281275995885545 0.0013667686759228153 -1.1465309653431178e-05 -0.001894806370061512 0.00035292623317218386 0.0010551880636194256 0.0009434711451176555 -0.0011774297335411094 -0.0008866031927755102 0.00017368933870958692
leaf_weight=28 1987 35 20 21 37 30 23 32 28 37 47 20 29 24 20 23 21 24 21 21 23 21 30 24 20 20 25 34 20 376
leaf_count=28 1987 35 20 21 37 30 23 32 28 37 47 20 29 24 20 23 21 24 21 21 23 21 30 24 20 20 25 34 20 376
internal_value=0 -0.000339381 6.99183e-06 0.000331198 -0.00039719 -1.49411e-06 6.98673e-05 4.29497e-05 -2.46462e-05 4.92627e-05 0.000818176 -3.10555e-05 0.000447056 3.61596e-05 0.000918308 -1.88887e-05 -0.00074146 0.000152845 0.000404498 4.56983e-05 3.56679e-05 0.000111392 -0.000474735 -0.000848506 -0.000408104 5.84549e-05 1.67506e-05 -3.43929e-05 5.83595e-05 0.000120139
internal_weight=0 63 3058 78 58 2980 993 963 825 793 75 718 138 681 40 641 45 109 85 64 596 519 77 54 43 498 478 453 419 396
internal_count=3121 63 3058 78 58 2980 993 963 825 793 75 718 138 681 40 641 45 109 85 64 596 519 77 54 43 498 478 453 419 396
is_linear=0
shrinkage=0.1


Tree=1581
num_leaves=31
num_cat=0
split_feature=132 1203 1203 1200 132 1213 15 13 13 52 16 1429 1426 1419 1429 160 42 474 1446 42 42 1456 42 1447 42 2 0 0 160 1455
split_gain=0.00073598 0.0031729 0.00221315 0.00288995 0.00185922 0.00147789 0.00148974 0.0013905 0.00209574 0.00317551 0.00286696 0.00074398 0.00165209 0.000922232 0.00163472 0.00246033 0.0015171 0.00123455 0.0029411 0.00101994 0.00248134 0.00231926 0.0100326 0.00356674 0.00355992 0.0056008 0.00386328 0.00596263 0.00323682 0.00324809
threshold=-0.083449999999999983 0.089005000000000015 0.089480000000000018 0.090100000000000013 -0.085099999999999981 0.085835000000000009 -0.23032499999999997 0.054800000000000008 -0.015874999999999997 0.085310000000000011 -0.080344999999999986 -0.23752499999999996 -0.089244999999999977 0.098075000000000009 0.091545000000000015 -0.013084999999999998 0.088670000000000013 0.10970500000000001 -0.093534999999999993 0.087825000000000014 0.087550000000000017 0.085790000000000019 0.091205000000000008 -0.082954999999999987 0.089810000000000015 0.091545000000000015 -0.085134999999999975 -0.088099999999999984 -0.53327999999999987 -0.08045999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 -4 5 6 -1 8 10 -10 -8 -2 -13 14 17 16 -16 18 -14 20 -20 23 -23 -21 25 26 27 -25 -26 -30
right_child=2 -3 3 -5 -6 -7 7 -9 9 -11 -12 12 13 -15 15 -17 -18 -19 19 21 -22 22 -24 24 28 -27 -28 -29 29 -31
leaf_value=0.00069890503528649399 -0.0006069802139245439 -0.0012621289905534166 0.001196980958338827 -0.0002460018610809525 0.00084539922619504592 -0.00093733552660393935 -0.0011102129029625628 -0.00077073681362283724 -0.00029334005312589204 0.0014074835407968966 0.00036311486409977079 0.00086827844762328013 0.0012076259258901702 -0.00047841572273682692 0.00051965486075329994 0.0012523427355727809 -0.00062068193088634879 -0.00065647716481431295 -3.9252833763237707e-05 0.0010916962081359493 -0.00098832537894070669 -0.0022783330242548672 0.00047199007662533811 -8.8697219533579691e-06 -0.0012387973550219266 0.0018670848045775738 -0.00043217469255978362 0.0021225511889150814 -0.0012016516297957682 6.2161016733061365e-05
leaf_weight=23 20 24 35 23 21 21 28 30 23 21 25 22 20 40 28 26 20 29 1706 36 28 21 36 35 21 26 48 21 21 643
leaf_count=23 20 24 35 23 21 21 28 30 23 21 25 22 20 40 28 26 20 29 1706 36 28 21 36 35 21 26 48 21 21 643
internal_value=0 -0.000178087 1.32416e-05 0.000624764 -4.25818e-05 -0.000151632 -4.16336e-05 -0.000175747 8.27055e-06 0.000518417 -0.000415247 7.83459e-07 5.08317e-06 -1.68699e-06 5.20963e-06 0.000468887 4.45145e-05 -7.54106e-06 -4.71508e-07 -9.61683e-06 -5.45781e-05 7.62453e-05 -0.000541287 0.000117608 7.45804e-05 0.00055433 0.000226142 0.000790413 -1.6467e-05 2.2191e-05
internal_weight=0 216 2905 58 192 171 150 127 97 44 53 2847 2827 2805 2765 74 48 2691 2662 2642 1734 908 57 851 815 130 104 56 685 664
internal_count=3121 216 2905 58 192 171 150 127 97 44 53 2847 2827 2805 2765 74 48 2691 2662 2642 1734 908 57 851 815 130 104 56 685 664
is_linear=0
shrinkage=0.1


Tree=1582
num_leaves=31
num_cat=0
split_feature=132 1203 1203 1200 2 1213 1213 12 3 132 16 132 1429 155 16 50 155 1 40 12 42 0 42 42 12 1208 1208 403 403 402
split_gain=0.000596144 0.00257005 0.00179265 0.00234086 0.00173571 0.00338598 0.0019421 0.00301359 0.00181814 0.00163114 0.00126856 0.000702581 0.000613009 0.00148215 0.00107431 0.00387737 0.00253876 0.00116966 0.00222386 0.00115347 0.00167963 0.00106226 0.000926548 0.000928204 0.0013557 0.00158993 0.0038225 0.00129461 0.00463693 0.0013849
threshold=-0.083449999999999983 0.089005000000000015 0.089480000000000018 0.090100000000000013 0.088745000000000004 0.0065300000000000002 -0.0020849999999999996 0.088245000000000004 -0.073309999999999986 -0.41094499999999995 -0.089669999999999986 -0.030684999999999994 -0.23752499999999996 0.14721000000000004 0.62925500000000012 -0.23771499999999998 0.12509500000000004 0.16540500000000002 -0.24452499999999996 0.13043000000000002 0.14351000000000003 -0.030209999999999997 0.12181500000000002 0.11934000000000002 0.11650500000000001 0.10837500000000001 0.097165000000000015 -0.5335399999999999 -0.55276999999999987 0.13775000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 -4 6 8 -1 10 -6 -10 -8 -2 -13 14 16 -16 17 18 -14 20 22 -21 23 24 25 26 27 28 -20 -29
right_child=2 -3 3 -5 5 -7 7 -9 9 -11 -12 12 13 -15 15 -17 -18 -19 19 21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00033961254464943085 -0.00052708726283162829 -0.0011359161323828933 0.0010772828691239867 -0.00022140167688240069 -0.00068515004033023236 0.0013601242374120788 -0.00068147070802903427 -0.0014661830666367539 0.0010040837552514859 -0.00027307759504765274 0.00038278598197697046 -0.00054628217156277976 -0.0010281400622001715 0.00073322998380587841 0.00052525080880150201 -0.0011152823328944472 0.001133695646567503 0.00072902512143958702 -0.00025724591139484856 0.0010274320200551301 -0.0008941927689149799 3.3105753192847429e-05 0.0004939072575469159 -0.00060988294146955017 0.00070725379083779892 0.00088286871436139337 -0.0013246091998139905 -1.9025122243548372e-06 0.0016059504155154258 -0.000602709408550977
leaf_weight=31 25 24 35 23 28 22 21 26 20 20 24 20 21 28 25 34 20 22 34 21 21 22 38 25 27 20 22 2361 22 39
leaf_count=31 25 24 35 23 28 22 21 26 20 20 24 20 21 28 25 34 20 22 34 21 21 22 38 25 27 20 22 2361 22 39
internal_value=0 -0.000160278 1.19174e-05 0.000562287 -3.83236e-05 0.000281763 -0.000320753 -0.000609081 -6.71188e-05 0.000365503 -0.000113867 7.05106e-07 5.3808e-06 9.31844e-06 2.01147e-06 -0.000420141 1.11853e-05 2.85501e-06 -3.1217e-06 4.99496e-06 -3.47174e-06 0.000518707 3.7559e-06 -3.54831e-06 2.455e-06 -5.16292e-06 -1.23302e-05 -5.75305e-07 0.000474724 -1.16656e-05
internal_weight=0 216 2905 58 192 90 102 71 68 40 45 2847 2822 2802 2774 59 2715 2695 2673 2652 2609 43 2588 2550 2525 2498 2478 2456 56 2400
internal_count=3121 216 2905 58 192 90 102 71 68 40 45 2847 2822 2802 2774 59 2715 2695 2673 2652 2609 43 2588 2550 2525 2498 2478 2456 56 2400
is_linear=0
shrinkage=0.1


Tree=1583
num_leaves=31
num_cat=0
split_feature=156 475 157 49 1429 1372 15 43 15 1446 1420 475 483 16 159 13 484 40 150 1455 1455 1455 1447 1456 159 403 133 1208 3 403
split_gain=0.000662281 0.0023621 0.00104581 0.00420426 0.00798172 0.00308771 0.00173972 0.00277504 0.00123619 0.000968355 0.000941841 0.00102404 0.000865757 0.00317549 0.00514371 0.00399758 0.00230517 0.00168155 0.00187516 0.00155897 0.00209904 0.00141448 0.00156154 0.0059857 0.00569536 0.00467402 0.00791535 0.00264031 0.00793028 0.00376283
threshold=0.3248100000000001 0.12365000000000002 -0.087424999999999989 -0.0069299999999999995 0.057970000000000008 -0.087494999999999976 -0.076244999999999993 -0.08076499999999999 -0.0088349999999999974 0.11787500000000002 -0.085109999999999991 -0.50059999999999982 0.098395000000000024 -0.021269999999999997 -0.023324999999999995 -0.074044999999999986 0.10785500000000002 -0.24452499999999996 0.14500000000000005 -0.23327999999999996 -0.092919999999999989 -0.065979999999999983 -0.085684999999999997 0.086175000000000015 -0.08569499999999998 -0.54856499999999986 0.40431 0.099975000000000008 -0.080289999999999986 -0.52800499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 6 -4 7 -5 -1 10 -7 -12 17 14 -14 16 -15 -13 19 -19 -21 -22 23 24 -23 26 -24 29 -29 -27
right_child=-2 -3 5 4 -6 9 -8 -9 -10 -11 11 12 13 15 -16 -17 -18 18 -20 20 21 22 25 -25 -26 27 -28 28 -30 -31
leaf_value=0.0011848826505593026 -0.00053462732795868883 0.00088699880109440225 0.0011629635599725273 0.00072492101396034883 -0.0023246041698647395 -0.00062941309455103085 -0.00080375371423239506 -0.00057432534266544895 7.3042227886617179e-05 0.00063225945499046548 0.00071270686981733894 -0.00090928048483051725 -2.9950150979104743e-05 -0.00011738583438493539 0.0019725710821702431 0.00077400915061814652 -0.0014388782818886368 -0.00089775915956124663 0.00095372381038032476 0.00098424610859226629 -0.00067008362261042223 0.00088661113823036437 -0.0023985013265205041 0.0018739484023258446 -0.0010619536321610213 -0.0011157969274790958 0.00017875580188746637 0.0021963486062651057 -0.00033737465390004223 -6.8394616844173762e-06
leaf_weight=20 23 30 23 35 21 24 30 31 20 24 20 21 29 33 23 31 22 20 20 21 33 30 22 21 30 31 26 21 30 2356
leaf_count=20 23 30 23 35 21 24 30 31 20 24 20 21 29 33 23 31 22 20 20 21 33 30 22 21 30 31 26 21 30 2356
internal_value=0 3.96915e-06 -4.66543e-06 -0.000256068 -0.000558642 8.89354e-06 -0.000172338 0.000114669 0.000628962 -2.97459e-07 -5.59822e-06 -3.2654e-07 -5.38351e-06 0.000238883 0.00085578 -0.000134125 -0.000645983 -1.7952e-05 -1.09179e-05 -1.8223e-05 -1.15115e-05 -1.95542e-05 -1.11913e-05 0.000420897 -8.76712e-05 -2.52698e-05 -0.00100249 -6.0301e-06 0.000705923 -2.12415e-05
internal_weight=0 3098 3068 157 117 2911 96 66 40 2888 2864 2840 2820 138 52 86 55 2682 2661 2641 2621 2600 2567 81 60 2486 48 2438 51 2387
internal_count=3121 3098 3068 157 117 2911 96 66 40 2888 2864 2840 2820 138 52 86 55 2682 2661 2641 2621 2600 2567 81 60 2486 48 2438 51 2387
is_linear=0
shrinkage=0.1


Tree=1584
num_leaves=31
num_cat=0
split_feature=130 39 47 41 44 0 1 2 1 13 9 9 10 9 39 15 0 0 0 52 16 42 0 42 0 4 129 42 130 1211
split_gain=0.000632954 0.00150326 0.0007571 0.00118627 0.000712656 0.00099375 0.00647612 0.000680372 0.00157226 0.00244308 0.0012448 0.000940185 0.00126317 0.00383601 0.00334464 0.000879735 0.00221177 0.00260349 0.00224282 0.00672472 0.00827352 0.00475809 0.00298017 0.00852248 0.0027922 0.00246399 0.00209942 0.00317423 0.00305763 0.00259525
threshold=-0.23123999999999997 0.15619500000000003 0.14397500000000002 0.11457000000000002 0.099360000000000018 -0.24955499999999997 0.10684 0.31358000000000003 0.14754500000000001 -0.28558999999999996 0.10629500000000001 0.092235000000000011 1.0000000180025095e-35 0.082870000000000013 0.088550000000000004 -0.11033999999999998 -0.087634999999999977 -0.087974999999999984 -0.086284999999999987 0.088185000000000013 -0.008904999999999998 0.08623500000000002 -0.085754999999999984 0.086375000000000021 -0.085544999999999982 -0.083439999999999986 0.083780000000000007 -0.091964999999999977 0.084580000000000016 0.083115000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 10 -10 11 12 13 15 -14 -7 17 26 19 20 21 25 23 -20 -24 -18 28 -28 29 -17
right_child=1 -3 -4 -5 -6 7 -8 -9 9 -11 -12 -13 14 -15 -16 16 18 -19 22 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00052265611846688325 0.0017758523102384062 -0.00086804269721142192 0.00061499675386585302 -0.00067486825652080234 -0.00048148416974678793 0.00014809465474017585 -0.00076896944898180669 -0.00052862275042571134 -9.6662727225085967e-05 0.0014145464735338465 -0.00077004382619634277 0.00062594901513269479 0.0013439905674507222 -0.0011759864670498896 -0.00030871991161257031 -9.7204466454970176e-05 -0.00058151320867741907 -0.0012195632539932495 -0.0017404947114162937 0.0017232174237799503 0.0015055255033075811 -0.0016021289943287578 0.0010595436024372108 0.0007670928018025892 1.4439124590014489e-05 0.00085643249013545855 0.00096859020458605997 -0.00049308835147409509 -0.0011161222737321034 -0.0012302561297214457
leaf_weight=23 20 20 20 26 30 352 20 24 23 20 21 24 24 28 25 541 26 23 33 31 28 26 26 23 1524 22 39 24 34 21
leaf_count=23 20 20 20 26 30 352 20 24 23 20 21 24 24 28 25 541 26 23 33 31 28 26 26 23 1524 22 39 24 34 21
internal_value=0 -3.88026e-06 1.73483e-06 -2.27604e-06 3.49157e-06 8.33809e-06 0.000503441 1.65203e-06 5.98375e-06 0.000606225 -2.93176e-06 2.67344e-06 -2.57519e-06 -1.13806e-05 0.000500771 3.78849e-07 -2.10982e-05 -0.000173725 3.87587e-05 0.000433393 4.13876e-05 -0.000512611 6.07732e-06 -0.000710593 3.19699e-05 7.75452e-05 -0.000137223 0.00041176 -0.000195254 -0.000139543
internal_weight=0 3098 3078 3058 3032 3002 40 2962 2938 43 2895 2874 2850 2801 49 2773 2421 682 1739 133 102 74 1606 56 1550 48 659 63 596 562
internal_count=3121 3098 3078 3058 3032 3002 40 2962 2938 43 2895 2874 2850 2801 49 2773 2421 682 1739 133 102 74 1606 56 1550 48 659 63 596 562
is_linear=0
shrinkage=0.1


Tree=1585
num_leaves=31
num_cat=0
split_feature=33 9 2 1429 157 1429 151 1429 156 474 474 472 49 471 2 15 2 474 155 156 2 155 16 456 457 0 2 1373 48 1374
split_gain=0.000634357 0.000810665 0.00771693 0.000583414 0.00432775 0.00420754 0.00369291 0.00486407 0.00152041 0.00124197 0.00150615 0.00146716 0.0010997 0.00271674 0.00123013 0.00164553 0.00187252 0.00127724 0.00091347 0.00210899 0.00153965 0.000937747 0.00127914 0.00102497 0.00202333 0.00388902 0.00371436 0.00312128 0.00289895 0.00150419
threshold=-0.012019999999999998 0.091600000000000015 -0.15339499999999998 0.083985000000000018 -0.087319999999999995 0.083725000000000008 -0.54917999999999989 0.052280000000000007 0.094415000000000013 0.10970500000000001 0.10341500000000002 -0.081069999999999989 0.093350000000000002 0.088635000000000005 0.09358000000000001 -0.0088349999999999974 0.087995000000000004 0.085515000000000022 0.11562500000000002 -0.093169999999999989 0.10559 0.099270000000000011 0.40391000000000005 -0.091084999999999985 -0.083804999999999977 -0.089964999999999976 0.087855000000000003 1.0000000180025095e-35 0.090085000000000012 -0.41674499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2 9 12 10 11 -8 13 14 15 16 -6 -17 19 -13 -20 23 -23 -21 25 28 -27 29 -25 -26
right_child=1 2 -4 4 8 -7 7 -9 -10 -11 -12 18 -14 -15 -16 17 -18 -19 20 21 -22 22 -24 24 27 26 -28 -29 -30 -31
leaf_value=-0.00047383922584620978 0.0013496233266778292 -0.00056527638949002289 0.0018869048233942261 0.0015187305199062741 -0.0011560700921108946 -0.0013927207344253973 0.00073399686651235384 -0.0013254489878558422 0.00060707923754913895 -0.00057613446948085476 0.00085077492819566811 0.0010236660891678184 -0.00059070528494320007 0.0011015109659638256 -0.00075154925828057998 -0.00013033536692651419 0.00021232862694887445 0.00084300927171300694 -0.0010239773943992434 0.00060328788204060406 0.00016032859926954623 -0.000888525757051996 8.5542522496185629e-05 0.00078164532816776171 -0.00084188278262791708 -0.0021213690685856689 -0.00021718245232477788 0.0010819792130927521 -0.00067252847265290958 8.2104741953962396e-06
leaf_weight=28 20 33 21 21 20 22 27 28 36 37 21 20 37 20 27 26 20 28 23 28 21 28 26 29 21 21 20 27 26 2359
leaf_count=28 20 33 21 21 20 22 27 28 36 37 21 20 37 20 27 26 20 28 23 28 21 28 26 29 21 21 20 27 26 2359
internal_value=0 4.28953e-06 0.00038835 -2.53484e-06 0.000148814 -1.52192e-05 -4.32592e-06 -1.413e-05 1.43825e-05 -7.00298e-07 7.19405e-06 5.74023e-07 -0.000105489 2.18376e-05 -0.000156621 1.42629e-05 -0.000471871 0.000374362 -6.90141e-06 7.30422e-07 -0.00045874 -7.18397e-06 -0.00041953 1.61361e-06 -5.11707e-06 -0.000455317 -0.0011925 1.28386e-05 9.42177e-05 7.09651e-07
internal_weight=0 3093 54 3039 235 2804 2782 2762 214 2734 2697 2676 178 141 121 94 40 54 2649 2605 44 2585 54 2531 2503 96 41 2407 55 2380
internal_count=3121 3093 54 3039 235 2804 2782 2762 214 2734 2697 2676 178 141 121 94 40 54 2649 2605 44 2585 54 2531 2503 96 41 2407 55 2380
is_linear=0
shrinkage=0.1


Tree=1586
num_leaves=31
num_cat=0
split_feature=147 151 42 42 150 51 15 1 1 42 2 160 13 151 151 33 34 2 1 10 1 9 4 484 2 39 16 3 3 15
split_gain=0.000612951 0.000619461 0.00231959 0.0105047 0.0078189 0.00551332 0.00362729 0.00175572 0.00411198 0.00208772 0.00191982 0.0023508 0.00171667 0.0011269 0.00142081 0.00120574 0.00119135 0.0017728 0.00426006 0.00416109 0.00150076 0.00102323 0.00134086 0.00815867 0.00117049 0.00133315 0.00148759 0.00382868 0.00714529 0.011344
threshold=-1.0000000180025095e-35 -0.085134999999999975 0.083715000000000026 0.083995000000000014 0.10389500000000002 -0.085534999999999986 -0.015744999999999999 0.10587000000000001 0.11353000000000001 -0.090989999999999988 0.089125000000000024 0.085755000000000012 -0.084419999999999981 -0.083969999999999975 -0.083294999999999994 -0.012019999999999998 -0.085739999999999983 -0.013254999999999998 0.11507500000000002 -0.0093599999999999985 0.13968000000000003 -0.036024999999999995 0.53859500000000016 0.090535000000000018 0.17760500000000004 -0.082829999999999987 -0.14158499999999996 -0.090569999999999984 -0.080484999999999987 -0.089549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 6 -2 12 9 -9 -7 -11 -12 -5 -3 -15 -16 -17 18 19 -18 -20 -19 24 -24 25 -23 27 -27 29 -29
right_child=1 13 3 4 -6 7 -8 8 -10 10 11 -13 -14 14 15 16 17 21 20 -21 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00052597534271295776 -0.0014134557089871833 -0.00061047736615423237 0.0022140012980714717 -0.00036551598388689092 -0.0016737662075849422 0.00080602080672092374 0.0015832430987973653 0.0016774288001692014 -0.00030150362706210998 0.00027032421035762651 -0.0014472202519359798 -3.2445467513753105e-05 0.00073464120960915877 0.0007785054834169822 -0.00078435984265524906 -0.00060226428721569289 0.0022203384418389761 -0.00061476486444007612 -0.00062283210816883275 0.00024810271127574635 0.00043046264496903559 0.00080539559421595193 0.0020151987037388612 -0.00077546793247827077 -0.00055987245749491152 0.00036113764011154909 1.6136608625851641e-05 -0.00025358220839218515 -0.00010130289530015044 -0.003045103170006769
leaf_weight=22 27 31 27 37 22 21 21 21 21 33 23 24 23 23 20 33 20 28 31 23 24 20 20 22 39 86 2136 37 182 24
leaf_count=22 27 31 27 37 22 21 21 21 21 33 23 24 23 23 20 33 20 28 31 23 24 20 20 22 39 86 2136 37 182 24
internal_value=0 3.73392e-06 0.000140298 0.000458276 -1.96209e-06 -0.000102862 0.000452108 0.000144593 0.000687963 -8.13626e-05 -0.000314301 -0.000724782 5.62109e-05 -1.09032e-05 -4.1883e-06 -1.07464e-05 -5.06849e-06 2.25226e-06 0.00041976 0.00116542 -0.000163213 -1.3521e-05 -6.96023e-06 0.000553421 -1.62851e-05 -7.75396e-06 -1.43515e-05 -0.000212293 -0.000415235 -0.00135189
internal_weight=0 3099 300 130 103 170 81 143 42 101 80 47 60 2799 2768 2745 2725 2692 98 43 55 2594 2566 42 2524 2485 2465 329 243 61
internal_count=3121 3099 300 130 103 170 81 143 42 101 80 47 60 2799 2768 2745 2725 2692 98 43 55 2594 2566 42 2524 2485 2465 329 243 61
is_linear=0
shrinkage=0.1


Tree=1587
num_leaves=31
num_cat=0
split_feature=156 474 471 1425 155 1 155 152 2 2 160 484 10 120 15 40 0 2 2 52 43 52 0 159 12 16 49 4 52 376
split_gain=0.000589945 0.00230074 0.00160417 0.000926445 0.000953209 0.00172468 0.00127987 0.00140125 0.000845201 0.00425181 0.00487308 0.00311297 0.00276953 0.00406658 0.00316479 0.00268295 0.0025244 0.00277518 0.00224161 0.00240818 0.00211283 0.00190238 0.00186672 0.00174992 0.00162356 0.00224152 0.00150665 0.00267219 0.00487145 0.0016827
threshold=0.3248100000000001 0.11692000000000001 0.10338500000000002 0.10129000000000002 0.11245500000000001 0.10325000000000002 0.10626500000000001 0.084430000000000019 0.113445 0.10912000000000001 0.081905000000000019 0.10126500000000001 -0.38124499999999995 0.091385000000000008 -0.090644999999999989 -0.079414999999999986 -0.24955499999999997 0.10774000000000002 0.11448000000000001 -0.26636999999999994 -0.083134999999999987 -0.092399999999999982 0.18019500000000002 0.10713500000000002 0.11527000000000001 -0.056919999999999991 -0.23803499999999997 -0.51253999999999988 -0.015539999999999998 0.080200000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 8 9 16 20 12 14 15 -10 -14 -1 22 -17 -20 -11 -21 26 24 25 -23 -18 28 -28 -29
right_child=-2 -3 -4 -5 5 -7 -8 -9 11 10 -12 -13 13 -15 -16 18 17 -19 19 21 -22 23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0011156365461647509 -0.00050458662571264024 0.00087523185997270044 -0.00087578751256279196 -0.00067713971133343876 -0.0002193051172653213 0.00088183115074185262 -0.00067502758112303655 0.00081821163406684298 0.0016137609515863008 -0.00057984342944109816 0.0019980410426135432 -0.0013149145802128174 0.00097099737360385133 -0.0015053572848306171 -0.00010623717819765695 -0.0010193326204359808 0.00069397966804293299 -0.0010205954757381093 0.00076733936382938298 -0.00088721186730253985 0.00066425120376786871 -0.00012762605103004414 0.00087646688176998093 0.00050506006704050704 0.00044035681972413193 -0.00098745606048492181 0.00013090055888622171 -2.0771776184456319e-05 -0.0018998568644747139 0.00043292743725674779
leaf_weight=20 23 30 21 20 25 33 28 21 20 20 22 21 23 21 23 27 30 27 31 32 43 150 24 44 35 38 27 2136 21 85
leaf_count=20 23 30 21 20 25 33 28 21 20 20 22 21 23 21 23 27 30 27 31 32 43 150 24 44 35 38 27 2136 21 85
internal_value=0 3.74612e-06 -4.77558e-06 1.22745e-06 5.70956e-06 0.000407203 -2.1337e-06 4.27263e-06 -1.58104e-06 2.18337e-05 0.000716739 -0.000125201 -6.89305e-05 -0.000150715 0.000693762 -7.58537e-05 -3.08908e-06 -1.26101e-05 -0.000143298 -7.16223e-05 0.000269301 -0.000158605 -8.94432e-07 -7.12813e-05 -0.000184999 -0.000301421 -1.00535e-05 -1.9362e-05 -0.000757556 -3.40823e-06
internal_weight=0 3098 3068 3047 3027 58 2969 2941 2920 2455 85 465 444 401 43 380 2370 2350 357 330 63 299 2323 267 223 188 2299 2269 48 2221
internal_count=3121 3098 3068 3047 3027 58 2969 2941 2920 2455 85 465 444 401 43 380 2370 2350 357 330 63 299 2323 267 223 188 2299 2269 48 2221
is_linear=0
shrinkage=0.1


Tree=1588
num_leaves=31
num_cat=0
split_feature=374 374 9 8 33 9 11 2 2 16 129 4 484 482 133 43 43 0 43 13 1177 12 3 1 1212 3 4 0 12 12
split_gain=0.000559183 0.000621581 0.000640161 0.000641427 0.000798662 0.00147731 0.000954207 0.000820518 0.00116026 0.000790626 0.00214334 0.00447357 0.00227176 0.00283507 0.00253633 0.00308494 0.00397749 0.00208161 0.00362733 0.00265745 0.00200444 0.00199686 0.00222233 0.00196017 0.00188515 0.00177724 0.00173496 0.00156835 0.00141664 0.00126801
threshold=0.092550000000000007 0.086450000000000013 0.10860500000000002 0.089545000000000013 -0.012019999999999998 0.086220000000000005 -1.0000000180025095e-35 0.31765000000000004 0.17760500000000004 -0.14158499999999996 0.086095000000000019 -0.077679999999999985 0.041405000000000004 0.085875000000000021 0.10466000000000002 -0.093959999999999988 -0.081674999999999984 -0.10151999999999999 0.0041500000000000009 -0.087714999999999987 -0.081144999999999981 0.089210000000000025 -0.0049599999999999991 0.10612500000000001 -0.47386499999999993 -0.079864999999999978 0.41379000000000005 -0.23194499999999998 0.13043000000000002 0.11734000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 10 11 -8 14 -14 15 -13 -17 18 21 -19 -11 22 -18 -24 -22 -21 -25 -26 29 -29
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 20 -12 12 13 -15 -16 16 17 19 -20 25 24 -23 23 26 27 -27 -28 28 -30 -31
leaf_value=-0.00055126296938396997 0.00048083387955557557 -0.00045670147480753563 -0.00053678486795185807 0.00053068188818819505 -0.00067313871501634528 0.00072833802104079436 -0.0012765944331048933 0.00061176175050522117 -0.00060008260616086775 0.00095690204103922717 0.00067189788921950822 -0.0010122018849341981 -0.0013740432660207652 0.00016301824500606884 0.00096231233709169407 0.0010047216009273119 0.00086698715137269265 -0.0014986390117666731 0.00094763464102901431 -0.00084679078528374107 -0.00079683239320209917 -0.00098797305860595457 -0.00094173812965611713 0.00079480316516392948 0.0007863209630293703 0.00030564305334337407 -0.00038285604999240106 1.9827934299642354e-05 0.00061754636124719705 -0.00053465780275430347
leaf_weight=26 24 30 22 23 21 28 34 22 32 23 32 31 28 21 26 37 24 21 38 23 28 24 26 22 27 32 29 2286 39 42
leaf_count=26 24 30 22 23 21 28 34 22 32 23 32 31 28 21 26 37 24 21 38 23 28 24 26 22 27 32 29 2286 39 42
internal_value=0 -3.72619e-06 7.04605e-07 4.58794e-06 5.8392e-07 5.37298e-06 -1.44745e-06 3.33895e-06 -1.23722e-06 5.38672e-06 -0.00011674 -0.000177405 -7.95712e-05 -0.000715303 1.39749e-05 -6.63403e-05 3.98977e-05 -0.000109468 9.20497e-05 -0.000541671 2.77642e-05 -0.000168048 2.67856e-05 -0.000235095 1.89408e-05 -0.000176284 0.000125154 2.8482e-05 1.98375e-05 9.82433e-06
internal_weight=0 3097 3067 3045 3022 2996 2968 2947 2925 2893 448 416 382 49 333 307 276 239 163 76 2445 125 101 77 2422 55 51 2394 2367 2328
internal_count=3121 3097 3067 3045 3022 2996 2968 2947 2925 2893 448 416 382 49 333 307 276 239 163 76 2445 125 101 77 2422 55 51 2394 2367 2328
is_linear=0
shrinkage=0.1


Tree=1589
num_leaves=31
num_cat=0
split_feature=33 9 1 34 9 1 121 50 50 12 2 158 474 471 1429 11 12 155 2 481 1447 2 43 481 481 472 1455 1455 482 0
split_gain=0.000533899 0.000655809 0.00212221 0.000827947 0.00097922 0.00187944 0.00202045 0.00101799 0.00569722 0.00203472 0.00304545 0.00476576 0.00169111 0.00171081 0.00131352 0.000818394 0.00222276 0.00218257 0.00084232 0.000827425 0.00393475 0.00721423 0.0034411 0.00170986 0.00175813 0.00127436 0.00164466 0.00164963 0.00183826 0.00226692
threshold=-0.044254999999999996 0.091905000000000014 0.13332000000000002 -0.097449999999999981 -0.093504999999999991 0.16540500000000002 -0.094339999999999993 -0.099524999999999988 -0.24386999999999998 0.089085000000000011 0.11474000000000002 0.11245500000000001 -0.26322499999999993 -0.086614999999999984 0.11181500000000001 0.08976000000000002 0.10149500000000002 0.12016500000000001 -0.13033999999999998 -0.086484999999999992 -0.085684999999999997 0.085485000000000019 -0.074974999999999986 -0.084329999999999988 -0.081334999999999977 -0.082054999999999975 -0.24112999999999998 -0.088874999999999982 0.099580000000000016 -0.08317999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 9 -8 11 -11 -9 -14 15 17 -17 18 -15 20 -20 -22 -23 -21 -25 -26 -27 -28 -29 -30
right_child=1 2 -4 4 5 -7 7 12 -10 10 -12 -13 13 14 -16 16 -18 -19 19 23 21 22 -24 24 25 26 27 28 29 -31
leaf_value=0.00049088744768100291 0.00064387521008029585 -0.00099706693816607674 0.0002687290052158965 -0.00069906057789921767 -0.00098090767195182192 0.00096914644120261084 -0.00093882853239351377 -0.00073104504372167867 0.0015345004198024982 0.0016798593460986345 -0.00083507024217396972 -0.00045301077887415891 0.00087842049754478725 0.00064752532169222833 -0.00067638830875913652 0.0011118678725324572 -0.00012380931702618664 -0.00090262010479044111 0.0011418290766804214 -0.00070975045141364853 -0.0012284084049871821 0.0015183259742722536 -0.00025772072258405386 0.00075500217353692285 -0.00064212444922304721 0.00087421338151519507 -0.00068646644261510423 -1.8273165758471039e-05 -0.00021956764242571337 0.0010584431989783688
leaf_weight=22 20 26 27 20 21 20 22 32 28 22 20 20 22 20 29 24 37 27 35 35 34 24 20 30 32 21 36 2337 23 35
leaf_count=22 20 26 27 20 21 20 22 32 28 22 20 20 22 20 29 24 37 27 35 35 34 24 20 30 32 21 36 2337 23 35
internal_value=0 -3.48484e-06 -0.000352227 2.58324e-06 -1.65531e-06 2.98478e-06 -3.4865e-06 3.43622e-06 0.00029917 -0.000112606 0.000180569 0.000664207 -8.17339e-06 2.64986e-08 -6.87763e-06 1.31683e-07 0.000362359 -8.02478e-06 9.81216e-07 -3.87637e-06 0.000260916 -0.000134365 0.000711032 -1.56149e-05 -5.95114e-06 -1.51414e-05 -6.95891e-06 -1.45708e-05 -4.47137e-06 0.000551646
internal_weight=0 3099 53 3046 3026 3006 2986 2965 112 84 62 42 2853 2821 2799 2770 61 2709 2682 2662 113 78 44 2549 2514 2484 2452 2431 2395 58
internal_count=3121 3099 53 3046 3026 3006 2986 2965 112 84 62 42 2853 2821 2799 2770 61 2709 2682 2662 113 78 44 2549 2514 2484 2452 2431 2395 58
is_linear=0
shrinkage=0.1


Tree=1590
num_leaves=31
num_cat=0
split_feature=153 473 16 3 51 155 52 475 475 11 9 42 133 43 399 0 132 376 123 1 41 2 3 4 2 2 15 0 1348 0
split_gain=0.000646323 0.000826331 0.000848549 0.00266011 0.00414875 0.00226865 0.00082561 0.00134364 0.000770351 0.000715879 0.00142234 0.000871807 0.00377343 0.00172741 0.00140045 0.00232109 0.00163532 0.00128605 0.00101233 0.000934435 0.00107204 0.00113376 0.00279574 0.00394777 0.00296933 0.00350019 0.00538504 0.00266884 0.0020188 0.00321583
threshold=0.086100000000000024 -0.07576999999999999 0.62682500000000008 -0.094874999999999987 -0.11063499999999998 0.11854500000000001 -0.56368999999999991 0.11922500000000001 0.086075000000000013 0.10553000000000001 0.10860500000000002 -0.16797499999999996 0.091580000000000009 -0.095589999999999994 -0.065739999999999979 -0.082484999999999989 -0.0063199999999999992 -0.18919999999999998 -0.043329999999999994 0.15964000000000003 0.11457000000000002 0.11389000000000002 -0.063814999999999997 -0.052259999999999994 0.11585500000000001 0.121465 -0.083359999999999976 0.18019500000000002 -1.0000000180025095e-35 -0.15931499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3 8 9 10 11 12 13 -8 15 -13 -17 -16 -19 20 21 27 23 -23 -24 26 -26 28 -20 -30
right_child=-2 2 3 -5 -6 -7 7 -9 -10 -11 -12 14 -14 -15 17 16 -18 18 19 -21 -22 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00064462230482604361 -0.0005281467843578075 -0.00046241159154401671 0.0010530751789561831 -0.00095345244697307707 -0.00071674047771079204 0.00093890618255290279 0.00070758180972188718 0.00082356454018736266 -0.00061738448013784366 0.00052774497755588251 -0.00083971531130373484 0.0013712142617441714 -0.0014993615681305529 -0.00052267682982519979 0.0008031940751243383 -0.0005639573858518686 0.00066975591464804238 -0.000693260764161269 -0.00095606661689955563 0.00065280392935330219 -0.00069677839108573444 -0.0018001513037320582 -0.0010805516067193821 -0.00029062887372885893 -0.00020062885596416891 -4.3660221269886235e-05 0.0020921479730445537 0.0010799653585612154 0.00055358729454923919 1.2407875534252727e-06
leaf_weight=20 23 38 26 37 27 26 25 20 20 26 20 20 20 21 20 21 22 21 21 22 22 21 22 99 20 193 21 24 111 2092
leaf_count=20 23 38 26 37 27 26 25 20 20 26 20 20 20 21 20 21 22 21 21 22 22 21 22 99 20 193 21 24 111 2092
internal_value=0 3.92103e-06 -2.4207e-07 -0.000302775 0.000151471 8.87038e-06 7.06659e-07 6.7253e-06 1.09968e-06 5.38875e-06 6.36737e-07 6.55888e-06 -0.000352635 0.000145942 1.51111e-05 0.000481203 6.72448e-05 4.27176e-06 -1.67039e-06 3.77316e-06 -1.62317e-06 4.20512e-06 -0.00015652 -0.000554795 3.01718e-05 0.000134599 0.00097372 3.10879e-05 1.97691e-05 2.90712e-05
internal_weight=0 3098 3078 90 53 2988 2962 2924 2904 2884 2858 2838 66 46 2772 63 43 2709 2689 2668 2646 2624 376 120 256 234 41 2248 2224 2203
internal_count=3121 3098 3078 90 53 2988 2962 2924 2904 2884 2858 2838 66 46 2772 63 43 2709 2689 2668 2646 2624 376 120 256 234 41 2248 2224 2203
is_linear=0
shrinkage=0.1


Tree=1591
num_leaves=31
num_cat=0
split_feature=147 150 1 4 4 4 49 4 1375 151 2 0 2 0 457 403 483 1 1 1 0 1 43 0 43 482 15 151 15 12
split_gain=0.000529152 0.000754976 0.00130321 0.00131149 0.000632979 0.00450012 0.0113467 0.00430748 0.00380363 0.00321101 0.00235178 0.00616897 0.00516691 0.00252127 0.00286964 0.00230319 0.00251152 0.00483114 0.00231371 0.00973221 0.00658085 0.00269461 0.00318317 0.00331204 0.00277901 0.00218137 0.0036644 0.00192822 0.00239736 0.00416542
threshold=-1.0000000180025095e-35 -0.091839999999999991 0.11453000000000001 0.0016150000000000003 -0.008819999999999998 -0.010655 -0.008624999999999999 -0.0082299999999999995 -0.15308499999999997 -0.14960499999999996 0.08647500000000001 -0.15599999999999997 0.08708500000000001 -0.23811499999999999 0.086460000000000023 -1.0000000180025095e-35 0.0015150000000000003 1.0000000180025095e-35 0.093400000000000025 0.098420000000000021 -0.094654999999999975 0.10723500000000001 -0.077824999999999991 -0.063634999999999983 -0.03898999999999999 0.098465000000000011 -0.5556049999999999 0.099460000000000007 -0.015039999999999998 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 -7 -6 -3 -10 11 -9 -12 14 -14 -13 17 -17 20 -20 -19 -21 23 -23 -24 26 -15 28 -28 -30
right_child=1 4 -4 -5 7 6 -8 10 9 -11 12 15 13 25 -16 16 -18 18 19 21 -22 22 24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00048870072086257016 0.00018447988725657686 -0.0013341816208724466 -0.00037438047125760933 0.0011895914434544034 -0.0011869012371100711 -0.00024151877355384265 0.0025162596818991008 0.0018418404790628258 0.0011227134409217308 2.9206001677416768e-06 -0.0017128804785897956 -0.00064703420950816234 -0.001665536204486021 0.0011290007702040451 -1.235913507462967e-05 0.001371997021730446 -0.00044202316213548857 -0.0018354557410237334 0.0023893293425498998 -0.00098207636051070453 0.00034142893578618678 0.0015004044139641339 -0.00092570729508635499 -0.00011498556334779345 0.00031636220181014302 -0.0010727170621976257 -1.1526870016094162e-05 0.00086286352968520733 -0.001096089101772298 0.00024511644718213342
leaf_weight=22 34 21 20 21 33 37 25 21 26 1696 20 39 21 27 21 36 56 21 20 22 41 30 31 22 43 20 577 22 57 39
leaf_count=22 34 21 20 21 33 37 25 21 26 1696 20 39 21 27 21 36 56 21 20 22 41 30 31 22 43 20 577 22 57 39
internal_value=0 3.46932e-06 0.000316882 0.00056825 -4.30381e-06 3.32944e-05 0.000870489 -5.99763e-05 3.51467e-06 1.9828e-05 -2.862e-05 0.000175673 -0.000125684 -8.51947e-05 -0.000838948 7.87487e-05 0.000166654 0.000294797 0.000126191 0.000318869 -0.000395903 3.90772e-05 0.000217374 0.00081697 -0.000203964 -4.25295e-05 -1.39924e-05 -5.83965e-05 -8.85119e-05 -0.000551224
internal_weight=0 3099 75 55 3024 1805 62 1219 1743 1722 1186 382 804 784 42 361 322 266 230 168 62 148 126 52 74 742 722 695 673 96
internal_count=3121 3099 75 55 3024 1805 62 1219 1743 1722 1186 382 804 784 42 361 322 266 230 168 62 148 126 52 74 742 722 695 673 96
is_linear=0
shrinkage=0.1


Tree=1592
num_leaves=31
num_cat=0
split_feature=123 123 16 1429 49 1429 1429 1429 49 472 52 474 474 49 4 1427 472 155 475 3 474 153 1451 160 481 479 0 1447 50 480
split_gain=0.000532602 0.001603 0.00070059 0.000607095 0.00394104 0.00393631 0.00320081 0.00466699 0.00160067 0.00311768 0.00170783 0.00120063 0.00128072 0.00389396 0.00269624 0.00400716 0.00141779 0.00128844 0.00196405 0.00148867 0.00137177 0.00120403 0.00106206 0.00136313 0.00486872 0.00216025 0.00406315 0.00129412 0.00146816 0.001795
threshold=0.13162000000000004 0.11135500000000001 0.67964000000000013 0.083985000000000018 0.10815000000000001 0.083725000000000008 0.083420000000000008 1.0000000180025095e-35 0.093350000000000002 -0.084114999999999981 -0.16675999999999999 0.10970500000000001 0.08708500000000001 0.005085000000000001 -0.015039999999999998 0.089335000000000012 -0.078554999999999986 0.11562500000000002 0.068270000000000011 -0.07793499999999999 0.032465000000000008 0.082840000000000011 0.084085000000000007 -0.54913999999999985 -0.082049999999999984 0.10061500000000002 -0.079984999999999987 1.0000000180025095e-35 -0.47248999999999991 0.094265000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 6 7 11 9 -5 -11 12 16 14 -14 -16 -1 18 20 -19 21 22 23 24 -18 27 -27 28 -25 -30
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 10 -12 -13 13 -15 15 -17 17 19 -20 -21 -22 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=0.00077657424946032147 -0.00051438732887618252 0.0008008318375796081 -0.00053038189094513659 0.0012149191132503684 0.0014296540822132638 -0.0013441731576511469 0.0012001463085074316 -0.0014615254709497095 -0.00072778829699382194 -0.00068376940944290263 0.00012875863305924685 -0.00056501486711518691 0.00079905331744417455 0.0014699962333300696 -0.0012866917775961786 0.00050519756429518272 0.0017427980707725511 -0.0011567455788497767 0.00084538473618320307 3.3959860835845272e-05 -0.00083695598936174066 -0.00077824566862545914 -0.00060083890807461639 0.00083221884976540292 -0.00022350221663466931 -0.0016519638267874889 0.00031741692379000597 0.00058822958503457678 2.0991140066547549e-06 -0.00080350455853996604
leaf_weight=23 20 25 25 23 22 22 22 22 25 32 135 37 28 24 26 24 20 21 27 21 20 20 29 21 34 22 20 38 2265 28
leaf_count=23 20 25 25 23 22 22 22 22 25 32 135 37 28 24 26 24 20 21 27 21 20 20 29 21 34 22 20 38 2265 28
internal_value=0 3.31756e-06 -3.16419e-06 1.15585e-06 0.000154863 -1.17897e-05 -1.29094e-06 -1.0833e-05 2.44197e-05 0.000123394 -2.69354e-05 7.80949e-07 8.50299e-06 0.000356119 1.33878e-05 -0.000426585 -5.08722e-06 -1.20394e-05 -2.96984e-06 -0.000561393 -1.20702e-05 -5.46317e-06 7.76495e-07 7.90347e-06 0.000504757 -3.30375e-06 -0.000714163 9.39017e-06 -1.15401e-07 -7.73817e-06
internal_weight=0 3101 3076 3051 237 2814 2792 2770 215 190 167 2748 2711 102 78 50 2609 2586 2544 42 2517 2497 2477 2448 54 2394 42 2352 2314 2293
internal_count=3121 3101 3076 3051 237 2814 2792 2770 215 190 167 2748 2711 102 78 50 2609 2586 2544 42 2517 2497 2477 2448 54 2394 42 2352 2314 2293
is_linear=0
shrinkage=0.1


Tree=1593
num_leaves=31
num_cat=0
split_feature=1420 157 11 11 0 475 475 154 42 133 11 16 2 16 0 51 15 160 483 2 2 43 43 3 12 16 12 159 12 3
split_gain=0.000573737 0.00198129 0.000607386 0.0032272 0.00247973 0.00181485 0.00109472 0.00137192 0.000999017 0.00286032 0.0015199 0.00100498 0.000980589 0.000789725 0.0025423 0.00220859 0.00963086 0.00270709 0.00217833 0.00462039 0.00209292 0.00180423 0.00407591 0.00357825 0.00337809 0.00232602 0.00173616 0.00200897 0.00213828 0.00225154
threshold=0.056520000000000008 0.63397500000000007 0.095720000000000013 0.08976000000000002 0.024095000000000002 0.10142500000000002 0.058495000000000012 0.085530000000000009 -0.16797499999999996 0.089405000000000012 0.08326500000000002 -0.054549999999999994 0.097385000000000013 -0.14158499999999996 -0.23194499999999998 0.080335000000000018 -0.089549999999999991 0.10493500000000001 0.10143000000000001 0.17025000000000004 0.085105000000000014 -0.11278499999999998 -0.086909999999999987 -0.13309499999999996 0.09857500000000001 -0.54165499999999989 0.091475000000000015 0.097495000000000012 0.086210000000000023 0.0041950000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 8 9 12 13 -12 -1 15 -15 17 20 18 19 21 -17 -10 -23 25 26 -24 27 28 29 -25
right_child=-2 -3 4 -5 -6 -7 -8 -9 10 -11 11 -13 -14 14 -16 16 -18 -19 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00032548954387983455 -0.00049760691598867591 0.00099578803637996312 0.00014003200212311817 0.0010919915307938397 -0.0011962451994241704 -0.00074369779004800052 0.00064804047030450488 -0.00082910869001352706 -0.00073141384371762895 -0.001256767959178736 0.0011196693134843372 0.00015042184183940941 0.00059325802898716319 0.0010964090247977188 1.6266849207076227e-05 0.00089849572562213467 -0.0024753989789314803 -0.001064688028418459 -0.00098873143055243427 0.001523826746935291 -0.00053087044769199569 0.001450144595000893 5.495071294717491e-05 0.00035428424025667486 -0.0012404045278134827 0.0015450153177053753 0.00078562230109642062 0.00063252840773202483 -0.0010384168244131379 -0.00041144401705726826
leaf_weight=26 23 20 41 27 21 33 26 20 31 24 20 23 21 22 2287 21 20 24 20 21 20 20 20 64 26 22 23 30 29 96
leaf_count=26 23 20 41 27 21 33 26 20 31 24 20 23 21 22 2287 21 20 24 20 21 20 20 20 64 26 22 23 30 29 96
internal_value=0 3.69431e-06 -2.75205e-06 3.61705e-06 -0.000312578 -6.21436e-06 2.0187e-06 -3.71391e-06 1.9589e-06 -0.000368546 1.12248e-05 0.000601235 8.50147e-05 2.15095e-06 2.65584e-05 -0.000113571 -0.000676344 -3.29865e-05 2.86076e-05 8.18715e-05 0.000201244 -2.00959e-06 6.65102e-05 -2.27565e-05 -0.000157253 0.000835461 -4.08816e-05 -0.000127683 -0.000248352 -0.000105153
internal_weight=0 3098 3078 3016 62 2989 2956 2930 2910 71 2839 43 47 2796 2309 487 61 426 402 382 41 361 330 310 268 42 242 219 189 160
internal_count=3121 3098 3078 3016 62 2989 2956 2930 2910 71 2839 43 47 2796 2309 487 61 426 402 382 41 361 330 310 268 42 242 219 189 160
is_linear=0
shrinkage=0.1


Tree=1594
num_leaves=31
num_cat=0
split_feature=1428 473 471 475 470 1425 160 484 160 1212 483 133 481 481 43 16 457 484 42 43 159 1456 484 133 15 52 160 1372 457 457
split_gain=0.000626277 0.00232916 0.00125125 0.000927515 0.00119186 0.000756313 0.000616569 0.00276721 0.0025771 0.00249196 0.00240634 0.00231723 0.00219004 0.0027067 0.00264403 0.00322878 0.00315881 0.0032615 0.00812803 0.00237639 0.00127562 0.00125864 0.0012544 0.00181098 0.00149601 0.00119765 0.00117217 0.00364013 0.00144491 0.00138312
threshold=-0.071779999999999997 -0.072684999999999986 -0.083284999999999984 -0.50059999999999982 0.079700000000000007 0.089180000000000009 -0.089974999999999986 -0.081614999999999979 -0.087874999999999995 0.087615000000000012 0.11494000000000001 0.099660000000000012 -0.082049999999999984 -0.064999999999999988 -0.078139999999999973 -0.007794999999999999 -0.084129999999999996 0.090535000000000018 0.087075000000000014 -0.012164999999999999 -0.47115499999999993 -0.23007499999999997 0.096935000000000007 -0.059434999999999995 -0.0058549999999999991 0.41423000000000004 -0.085764999999999994 -0.065504999999999994 -0.22896499999999997 -0.08798499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5 -8 10 11 12 -9 -14 15 16 -15 18 -18 -16 -10 -22 23 -21 -25 -13 -23 -28 -29 -30
right_child=1 2 3 4 -6 -7 8 9 20 -11 -12 25 13 14 19 -17 17 -19 -20 22 21 26 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.00041467976892211786 0.0010804930187441641 -0.00073698588302763919 0.00068213092279620477 0.0010017387561674696 -0.00077052411972545088 0.00049538795954562852 -0.00089870227825348127 0.00085974568606212018 -0.0007851696490044041 -0.0009522307930941074 0.0011135442222439452 -0.0012296465644612909 -0.0010080433178581703 -0.00083840034590684808 -0.00086532362877803212 0.0012928229825774906 -0.00016365049135250349 -0.00034648062299109169 0.0020859174607000476 -0.00029358495994529226 0.00068961272840029921 0.00057314412620411632 -0.00058116710633444402 0.0013272665929980577 0.00010415343684144318 -0.00013527521514333785 -0.0011949587908860011 0.000820567180857151 -0.00061918801724017176 -2.894053789661813e-06
leaf_weight=36 20 23 20 32 20 31 33 36 21 24 22 20 23 25 39 32 36 36 29 32 26 34 23 20 20 20 26 21 37 2304
leaf_count=36 20 23 20 32 20 31 33 36 21 24 22 20 23 25 39 32 36 36 29 32 26 34 23 20 20 20 26 21 37 2304
internal_value=0 4.83905e-06 -2.17989e-06 3.37584e-06 -1.11625e-06 4.00971e-06 -1.11742e-06 0.000104102 -2.08408e-05 3.83713e-05 9.59366e-05 3.86799e-05 0.000120861 3.64172e-05 0.000118686 0.000395805 0.000167991 0.000417098 0.000840003 -0.000208066 -9.10758e-06 -2.45018e-06 6.17562e-05 0.000267134 0.00071571 -0.000682461 -9.87943e-06 -1.81804e-05 -5.2269e-06 -1.26347e-05
internal_weight=0 3085 3065 3042 3022 3002 2971 469 2502 437 413 391 351 315 292 158 126 101 65 134 2469 2448 95 72 40 40 2422 2388 2362 2341
internal_count=3121 3085 3065 3042 3022 3002 2971 469 2502 437 413 391 351 315 292 158 126 101 65 134 2469 2448 95 72 40 40 2422 2388 2362 2341
is_linear=0
shrinkage=0.1


Tree=1595
num_leaves=31
num_cat=0
split_feature=156 475 1428 474 157 156 43 157 1446 13 1 151 42 157 160 157 157 14 481 1447 13 481 481 480 1456 1446 51 2 2 15
split_gain=0.000552439 0.00226017 0.00079905 0.0029714 0.000770996 0.00528359 0.00540214 0.00298382 0.00235074 0.00388184 0.00139833 0.00122783 0.00297543 0.000788309 0.00156836 0.00105204 0.0010166 0.000827869 0.000944839 0.00726817 0.00973164 0.00103443 0.00122966 0.00114865 0.00106722 0.00132409 0.000979533 0.000991434 0.00395808 0.00672228
threshold=0.3248100000000001 0.12365000000000002 -0.071779999999999997 -0.42010499999999995 -0.087424999999999989 0.086765000000000023 -0.08231999999999999 -0.086649999999999991 0.085345000000000018 -0.083894999999999983 0.10205500000000002 -0.5145249999999999 0.083995000000000014 -0.082509999999999986 -0.077459999999999987 -0.081889999999999991 -0.08107499999999998 0.097065000000000012 -0.086484999999999992 -0.085684999999999997 -0.081224999999999978 -0.084329999999999988 -0.081539999999999987 0.11303500000000001 0.12676500000000004 0.111445 -0.46007999999999993 0.113445 0.11728500000000001 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 8 -7 -6 9 -5 -11 12 -9 14 -13 -15 -17 18 19 -18 -21 -20 -23 24 25 26 -24 -28 29 -29
right_child=-2 -3 3 4 7 6 -8 11 -10 10 -12 13 -14 15 -16 16 17 -19 21 20 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00051838273139386123 -0.00048828341507190919 0.00086739280028268705 0.0011856500233989209 0.0016458992648404093 0.0012206931994296613 -0.0021968497155720125 -9.2924180465231009e-05 0.00028304697296421398 -0.00072587815653109419 -0.00032592954368355047 0.00070709691855881836 -0.00011596009593852092 -0.0014212378184311092 -0.00059399136604042734 0.00089204408918860652 0.00069452520138362341 0.001991606853844132 -0.0006293701218618524 -0.00054185408096398327 -0.00129374696207898 0.0012603495149120976 0.00077898753108456736 0.00052179783715733462 -0.00063395328671221856 -0.00071086139193669504 0.00063424279144259563 1.8359365985834332e-05 0.00027744875296775717 -8.905502638839298e-06 -0.0016464153648355153
leaf_weight=30 23 30 21 20 20 23 26 21 22 38 20 33 20 30 29 21 20 21 36 35 26 20 35 29 21 33 1997 32 347 42
leaf_count=30 23 30 21 20 20 23 26 21 22 38 20 33 20 30 29 21 20 21 36 35 26 20 35 29 21 33 1997 32 347 42
internal_value=0 3.62508e-06 -4.82114e-06 2.50234e-07 -8.00081e-06 -0.000229787 -0.00108048 3.52157e-06 0.000187053 0.000444546 3.02865e-05 -5.02599e-06 -0.000548311 2.90943e-06 0.000355526 -5.05495e-06 1.45263e-06 -3.94994e-06 9.63579e-07 0.000337285 -0.000205116 -9.54646e-06 -2.04917e-06 -8.20877e-06 -9.704e-07 5.02627e-06 -3.43853e-06 -1.10412e-05 -0.000150502 -0.000814474
internal_weight=0 3098 3068 3038 3017 149 49 2868 100 78 58 2848 41 2807 62 2745 2715 2694 2673 81 61 2592 2556 2536 2507 2486 2453 2418 421 74
internal_count=3121 3098 3068 3038 3017 149 49 2868 100 78 58 2848 41 2807 62 2745 2715 2694 2673 81 61 2592 2556 2536 2507 2486 2453 2418 421 74
is_linear=0
shrinkage=0.1


Tree=1596
num_leaves=31
num_cat=0
split_feature=1447 2 2 1455 160 1447 13 479 481 483 483 1455 4 1455 479 2 2 484 49 0 484 1210 2 159 1375 16 1 2 15 0
split_gain=0.000610849 0.00320025 0.00667804 0.00177814 0.00167289 0.00156113 0.00305628 0.000743932 0.00109622 0.000942154 0.0014692 0.000946407 0.00373732 0.00118491 0.00100151 0.000952025 0.00653838 0.00296496 0.0101686 0.00436971 0.0034833 0.00280499 0.00391923 0.00258473 0.00211914 0.00235669 0.00376269 0.00398019 0.00251285 0.00379675
threshold=-0.085804999999999979 0.083715000000000026 0.085955000000000018 0.077080000000000023 -0.090764999999999985 -0.084334999999999979 -0.085034999999999986 0.10713500000000002 -0.27443499999999993 -0.47356499999999996 -0.30192499999999994 -0.091604999999999978 -0.012889999999999999 -0.037084999999999993 0.091680000000000011 0.087625000000000022 0.087415000000000007 0.085790000000000019 0.0043850000000000009 -0.16360999999999995 0.082450000000000009 -0.15347999999999998 0.08708500000000001 -0.41906499999999997 0.08401500000000002 -0.093244999999999981 0.077565000000000009 0.084755000000000011 0.085550000000000015 -0.086409999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -2 8 -7 -10 -11 12 -12 -13 15 16 17 19 -19 -15 21 -21 23 -23 25 26 27 -25 -27 -30
right_child=5 2 3 -5 -6 7 -8 -9 9 10 11 13 -14 14 -16 -17 -18 18 -20 20 -22 22 -24 24 -26 28 -28 -29 29 -31
leaf_value=0.00068381730377344268 0.0015036890644114466 -0.0021245251502841713 -0.001069953231225637 0.00060047391396857662 0.00010477946295092504 -0.00072434594899061183 -0.0002445327551686205 0.00049607945977186323 -0.0006666200457229501 0.00078477106483963634 -0.001079743099398911 0.00056958682017048477 0.00053088955720886585 0.0014937195486189533 0.00070498478366062042 -5.7659545561538272e-05 0.0013884655022088233 0.00012582727136933023 -0.0022930544101351798 0.0011550299790022628 0.0012824015160070056 -0.00091457150732006495 -0.0013645394882630735 0.0018392242459130698 0.0010621825326234103 -0.0001927825073136837 4.9688121519588394e-05 0.00015202963657901382 0.0012881586552664108 6.0213063263654482e-05
leaf_weight=30 20 20 22 26 27 21 20 30 21 24 34 37 25 21 20 1531 36 63 24 21 22 29 21 29 20 488 134 27 28 250
leaf_count=30 20 20 22 26 27 21 20 30 21 24 34 37 25 21 20 1531 36 63 24 21 22 29 21 29 20 488 134 27 28 250
internal_value=0 -0.000216589 -0.000500927 -6.79681e-05 -0.000422652 9.03658e-06 0.000629578 6.39536e-07 -4.44016e-06 7.63976e-07 5.62357e-06 -9.14733e-07 -0.000397272 7.43409e-06 -9.11074e-08 -5.23014e-06 6.09441e-05 2.03403e-05 -0.00054145 6.51804e-05 3.71175e-05 1.0951e-05 -1.24658e-05 1.57865e-05 4.34303e-05 2.21175e-05 0.000337371 0.00102576 -5.60785e-05 0.000183891
internal_weight=0 125 95 75 49 2996 40 2956 2926 2905 2884 2860 59 2801 2764 2744 1213 1177 87 1090 1069 1047 1026 1005 976 956 190 56 766 278
internal_count=3121 125 95 75 49 2996 40 2956 2926 2905 2884 2860 59 2801 2764 2744 1213 1177 87 1090 1069 1047 1026 1005 976 956 190 56 766 278
is_linear=0
shrinkage=0.1


Tree=1597
num_leaves=31
num_cat=0
split_feature=1213 1213 132 1212 132 403 12 159 1213 13 4 12 13 403 1213 1213 3 2 15 0 403 4 1 131 399 132 1186 394 15 16
split_gain=0.000540708 0.00408677 0.00175355 0.00192557 0.00173648 0.00170474 0.00155445 0.00215091 0.00173368 0.00163399 0.0028701 0.00185185 0.00336393 0.00647883 0.00257272 0.00255519 0.00518504 0.00235932 0.00212959 0.00305174 0.00206172 0.0016299 0.00131265 0.00111153 0.00151343 0.00112133 0.0092052 0.0090856 0.00143447 0.00142846
threshold=-0.020279999999999996 -0.012019999999999998 -0.44750499999999993 -0.014129999999999998 -0.41127499999999995 -0.121015 0.083985000000000018 -0.016814999999999997 -0.061914999999999991 -0.095304999999999987 0.022185000000000003 0.087075000000000014 -0.088854999999999976 -0.083444999999999991 -0.07797999999999998 -0.19298499999999996 -0.080564999999999984 0.087015000000000023 0.093575000000000019 -0.08095999999999999 -0.036149999999999995 -0.081714999999999996 0.16773500000000005 0.13834500000000002 -0.085049999999999987 -0.083284999999999984 1.0000000180025095e-35 0.11233000000000001 0.084370000000000014 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 -1 21 -8 9 -9 11 12 -11 -14 15 18 17 20 19 -13 -17 -7 23 24 -6 26 28 -27 29 -26
right_child=1 2 3 4 22 6 7 8 -10 10 -12 14 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.00090463179303333164 -0.0014064277688573515 -0.00087528780587371843 0.00070837389812368208 0.000896993664182013 -0.00088187770452350387 -0.001176587784430012 0.00097735835696329139 0.00069692884170418159 0.00076478027753652106 -0.0015007267719478736 -0.0011883127544107001 -0.00063348010866320697 -0.0010259423624827632 0.0012858731359963052 -0.00058222857022835678 0.001280459674424492 0.0019250694153015503 -0.00053362046937064191 -0.0010238192125689239 0.0011134425099589864 -1.7130236665252598e-05 0.000100086680467939 -0.00078517437319863934 0.00071511403311021811 -0.00036346456306938341 -5.4420026694324899e-06 0.0021931541629046911 -0.0020946635954758332 -0.00061260146176209682 0.00056327512325086179
leaf_weight=25 21 23 38 21 20 20 27 29 31 21 22 20 27 22 38 25 24 26 20 20 24 20 22 21 29 2368 21 21 36 39
leaf_count=25 21 23 38 21 20 20 27 29 31 21 22 20 27 22 38 25 24 26 20 20 24 20 22 21 29 2368 21 21 36 39
internal_value=0 -1.68844e-05 -5.91023e-06 1.67539e-06 -8.66123e-06 0.000102608 5.44098e-05 0.000117459 5.09336e-05 -1.86552e-05 -9.04612e-05 -1.56912e-09 -0.000441807 1.20156e-05 0.000156985 0.000333653 0.000645736 0.00023635 -0.000181286 0.000239981 0.000644905 -0.000538251 -1.60414e-05 -9.41875e-06 -1.54232e-05 -8.53013e-06 0.000283439 -2.38069e-05 -0.000102177 0.000168048
internal_weight=0 2680 2659 2636 2598 441 416 376 349 318 289 267 70 49 197 159 99 75 60 40 49 40 2577 2555 2534 2514 125 2389 104 68
internal_count=3121 2680 2659 2636 2598 441 416 376 349 318 289 267 70 49 197 159 99 75 60 40 49 40 2577 2555 2534 2514 125 2389 104 68
is_linear=0
shrinkage=0.1


Tree=1598
num_leaves=31
num_cat=0
split_feature=1203 132 132 1203 0 390 2 42 42 42 1455 1455 12 403 403 1208 403 4 4 52 42 2 1453 50 50 16 12 15 12 484
split_gain=0.0005768 0.0105789 0.0068912 0.000760049 0.00394942 0.00058118 0.000911006 0.000568753 0.00641243 0.00296607 0.00227866 0.00407876 0.00272872 0.00218595 0.00175611 0.00321873 0.0041817 0.00258113 0.00257754 0.00486747 0.00633075 0.00214692 0.00204674 0.00178068 0.00387068 0.00329941 0.00209091 0.00310148 0.00195742 0.00192338
threshold=0.089165000000000008 -0.083284999999999984 -0.020824999999999996 0.085960000000000023 -0.082974999999999979 0.087590000000000015 0.086100000000000024 0.085730000000000015 0.086035000000000014 0.08623500000000002 -0.092919999999999989 -0.066404999999999978 0.086420000000000011 -0.5341999999999999 -0.54448499999999989 0.10233500000000001 -0.45015499999999992 -0.081839999999999982 -0.081714999999999996 0.089325000000000015 0.088915000000000008 0.090425000000000019 -0.044999999999999991 -0.4667099999999999 -0.099524999999999988 0.41221000000000008 0.087075000000000014 0.085730000000000015 0.087625000000000022 0.056480000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 7 -7 13 -9 -10 12 -12 -11 -1 17 16 -16 -13 19 20 -18 -21 -20 -24 -25 26 27 -26 -28 -30
right_child=1 2 -4 4 -6 6 -8 8 9 10 11 14 -14 -15 15 -17 18 -19 22 21 -22 -23 23 24 25 -27 28 -29 29 -31
leaf_value=-0.0010823010816238821 0.0020781649515771751 -0.0017536755258333869 0.00045950264560387421 0.00058757415012223647 -0.0013540499986530367 0.00085583414067514252 -8.720106755693755e-05 0.0017380114865028938 -0.0011924759137036745 -0.0001954077265691012 -0.0011852564352531252 -0.0014212968875654043 0.0013229138699584995 -3.0800842952738776e-05 -0.0010710962456703949 0.001122998888188574 0.0023188317336607727 2.6862546656047927e-05 0.00070423149956651493 -0.00093484518705129948 0.0003260682938534129 0.00044967287259558886 -0.00095172198372893045 0.0012543971431568934 -0.00012300416853017106 -0.00094378375920074948 0.00088482035714532105 -0.0013573835409933172 1.2556137417164837e-05 0.00076104778657994565
leaf_weight=20 23 24 34 20 22 20 21 22 20 20 28 20 29 1724 33 28 25 32 41 24 44 21 20 24 177 38 31 23 476 37
leaf_count=20 23 24 34 20 22 20 21 22 20 20 28 20 29 1724 33 28 25 32 41 24 44 21 20 24 177 38 31 23 476 37
internal_value=0 0.000263366 -0.000456295 -7.01732e-06 -0.000429467 -1.09908e-06 0.000372816 -6.28357e-06 4.63035e-05 1.50545e-05 3.56784e-05 6.52681e-06 0.000703191 -4.28593e-05 3.70295e-05 6.53326e-05 3.61269e-05 -0.000530122 7.33729e-05 0.000520392 0.00104808 -0.000288737 1.45953e-05 -1.9636e-05 3.49269e-06 -3.48982e-05 1.15233e-05 -0.000264958 0.000113171 6.65409e-05
internal_weight=0 81 58 3040 42 2998 41 2957 1213 1191 1171 1122 49 1744 1094 1042 1014 52 981 114 69 45 867 826 806 782 744 200 544 513
internal_count=3121 81 58 3040 42 2998 41 2957 1213 1191 1171 1122 49 1744 1094 1042 1014 52 981 114 69 45 867 826 806 782 744 200 544 513
is_linear=0
shrinkage=0.1


Tree=1599
num_leaves=31
num_cat=0
split_feature=1203 1204 1203 1203 132 1185 398 398 1208 16 15 403 42 402 402 401 42 0 3 1205 402 128 128 1212 1212 1210 1212 1212 1212 1212
split_gain=0.000675625 0.000810079 0.00134758 0.000782207 0.00463632 0.00159645 0.00078029 0.000930002 0.000605166 0.00388481 0.00223851 0.000841444 0.00430764 0.00127373 0.000783555 0.000835681 0.0040395 0.00484261 0.00304098 0.00203746 0.00106709 0.000877174 0.00148706 0.00100973 0.00232919 0.00264179 0.00102332 0.000957261 0.0035938 0.00159136
threshold=0.10970500000000001 0.057120000000000011 -1.0000000180025095e-35 0.089005000000000015 -0.081684999999999994 -0.083264999999999992 0.10586000000000002 0.083190000000000014 0.098655000000000007 -0.072359999999999994 0.091475000000000015 -0.5335399999999999 0.09112000000000002 0.31115000000000004 0.13597000000000001 0.10192000000000001 0.089810000000000015 -0.086284999999999987 -0.080104999999999996 1.0000000180025095e-35 0.10645 0.11976500000000002 0.11059000000000001 -0.121045 -0.08867499999999999 -0.087109999999999979 -1.0000000180025095e-35 0.11796000000000001 0.10761500000000002 0.13613500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 8 11 10 -10 12 -7 14 15 19 17 -17 -19 20 21 22 23 -13 -25 -26 -27 28 -28 -29
right_child=-2 -3 3 4 -6 6 -8 -9 9 -11 -12 13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 24 25 26 27 29 -30 -31
leaf_value=0.00071756592302475708 0.000579351190244779 -0.00059500300052130358 0.00075298720122581085 -0.0015937072265660391 0.00031491092905136091 0.0012951984104734881 0.00058768225981938569 -0.00056402043216318516 -0.00017629161805168472 0.00076798855800668453 -0.0016380571809713731 -0.00066932295170693621 -0.00046002704164430758 -0.00080042945468449032 0.00047063767660542261 0.0013752772636334634 -0.0013305762914199108 -0.0013425947257755548 0.00030517901832354259 0.0010103242448531091 0.00053041013338401709 0.00051830706727360528 -0.00083545644877383238 0.0010207150547516491 -0.001056860146006026 0.0005778756614017766 -1.2311413401341513e-05 -0.0010247404459732933 0.0013338090020988602 0.00015271951445108492
leaf_weight=26 20 23 28 20 35 27 22 30 22 22 20 23 29 20 35 21 27 21 24 20 37 31 22 22 24 30 2374 24 20 22
leaf_count=26 20 23 28 20 35 27 22 30 22 22 20 23 29 20 35 21 27 21 24 20 37 31 22 22 24 30 2374 24 20 22
internal_value=0 -3.73654e-06 6.81631e-07 -5.42551e-06 -0.000379132 1.43264e-06 -5.65511e-06 -1.00845e-05 -4.38753e-06 -0.000308497 -0.00087237 2.43441e-06 0.000386242 -5.24998e-06 4.76917e-07 -5.52441e-06 -0.000300161 0.000121373 -0.000463782 4.81956e-06 -2.82977e-06 -1.04416e-05 -1.68419e-05 -9.74877e-06 -3.71928e-06 -1.2756e-05 -2.61084e-06 -9.74797e-06 -1.06563e-06 -0.000461607
internal_weight=0 3101 3078 3052 55 2997 2969 2947 2917 64 42 2853 56 2797 2777 2742 93 66 45 2649 2629 2592 2561 2539 2516 2494 2470 2440 2394 46
internal_count=3121 3101 3078 3052 55 2997 2969 2947 2917 64 42 2853 56 2797 2777 2742 93 66 45 2649 2629 2592 2561 2539 2516 2494 2470 2440 2394 46
is_linear=0
shrinkage=0.1


Tree=1600
num_leaves=31
num_cat=0
split_feature=402 1212 402 401 1212 1213 402 12 1212 402 390 391 1212 1212 0 43 0 0 12 12 0 1211 1374 52 52 159 0 133 159 0
split_gain=0.000621316 0.000877545 0.00093053 0.00110614 0.000869735 0.00138758 0.000825589 0.00277891 0.00272247 0.00102962 0.00141666 0.00167246 0.000902216 0.00217218 0.00178498 0.00356438 0.000818176 0.00602242 0.0024367 0.00434269 0.00234957 0.00197954 0.00159645 0.00163244 0.00710325 0.00294781 0.00381984 0.00410319 0.002702 0.0024138
threshold=0.31278000000000006 0.15049500000000002 0.13597000000000001 0.12828500000000001 0.12799000000000002 0.39818500000000007 0.11174500000000002 0.091840000000000019 -0.04353499999999999 0.10668000000000001 0.08975000000000001 -0.08219499999999999 -0.087464999999999987 -0.063924999999999996 -0.086834999999999982 -0.0011349999999999999 -0.085754999999999984 -0.085939999999999989 0.12302 0.11351500000000002 -0.085544999999999982 0.092635000000000009 -0.23605499999999999 0.086450000000000013 0.084505000000000011 -0.041644999999999995 -0.086934999999999985 0.092845000000000011 -0.26424499999999995 -0.086834999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 8 -8 10 11 -1 14 -14 -13 -16 17 18 19 21 -18 22 -15 24 29 28 27 -27 -25 -24
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 12 13 16 15 -17 20 -19 -20 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.00091710839478764683 0.00054210142365523754 -0.00064791443735538496 0.00049250829102483727 -0.00074666086555225781 -0.00052747065741230823 0.00076225610294689732 -2.5186687707901002e-06 0.00058646479031137589 -0.0015943427590007723 0.00053812245451909904 -0.00083870332164224246 -0.00093994098880405849 0.00080303221124375021 0.00079683702351758263 -0.00088153824908658866 0.00092041978711242104 0.001027270816393866 -0.0017042842926457526 0.00090489269760264841 -0.0014475160754624417 3.0220987300177901e-05 -0.0010136825265362858 -8.9922281983820213e-06 0.00015020506037652251 -0.0016630360461671705 0.0004823325479490405 0.0016245025845305267 -0.00090131346772138316 -0.0010823189850960827 -0.0010494903782787531
leaf_weight=20 21 21 38 20 31 24 21 21 22 36 20 30 34 24 21 23 24 22 27 22 1554 20 728 46 28 122 23 26 29 23
leaf_count=20 21 21 38 20 31 24 21 21 22 36 20 30 34 24 21 23 24 22 27 22 1554 20 728 46 28 122 23 26 29 23
internal_value=0 -3.6723e-06 7.21691e-07 -5.42362e-06 -5.16389e-07 4.94702e-06 -1.18091e-06 -0.000356448 -0.00081694 6.65407e-06 -2.17384e-08 5.87202e-06 -5.7693e-07 8.6884e-06 -0.000345147 6.03944e-05 -1.2482e-06 -6.57987e-05 -3.35566e-05 -5.67813e-05 4.53852e-05 -2.816e-05 -9.37024e-06 -2.82473e-05 -9.91651e-05 0.000196326 0.000425579 0.00023926 -0.000326371 -4.08583e-05
internal_weight=0 3100 3079 3041 3021 2990 2966 64 43 2902 2866 2846 2826 2752 74 44 2718 1140 1118 1091 1578 1069 1049 1025 779 246 171 148 75 751
internal_count=3121 3100 3079 3041 3021 2990 2966 64 43 2902 2866 2846 2826 2752 74 44 2718 1140 1118 1091 1578 1069 1049 1025 779 246 171 148 75 751
is_linear=0
shrinkage=0.1


Tree=1601
num_leaves=31
num_cat=0
split_feature=1203 1204 132 132 132 1186 1185 15 132 15 133 1429 156 1428 474 474 1446 157 157 157 157 2 1374 1 1373 1374 1374 3 51 1420
split_gain=0.000549357 0.000656041 0.00134651 0.00182415 0.000711755 0.00808131 0.00703803 0.00177825 0.000992524 0.000972865 0.000944855 0.000752373 0.00154217 0.00085064 0.000780048 0.00135227 0.00197803 0.000778533 0.000790744 0.00416083 0.0023649 0.00197155 0.00133684 0.00418502 0.00265956 0.00142108 0.0016344 0.00126532 0.00095407 0.000893259
threshold=0.10970500000000001 0.057120000000000011 -0.43176999999999993 -0.40070499999999992 -0.083284999999999984 1.0000000180025095e-35 -0.087384999999999977 0.083840000000000012 -0.1075 -0.09551999999999998 -0.52400999999999998 -0.23752499999999996 0.16414500000000004 0.098365000000000022 0.11381000000000001 0.10970500000000001 -0.093534999999999993 -0.48214999999999997 -0.087424999999999989 -0.090569999999999998 -0.086649999999999991 0.086000000000000007 0.088460000000000011 0.085475000000000009 1.0000000180025095e-35 -0.41674499999999998 -0.064634999999999984 -0.076234999999999983 -0.034734999999999995 -0.085109999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -6 9 -9 -5 -8 -12 13 14 15 16 -13 -18 19 21 -20 -19 24 -24 25 -22 -27 -26 -23 -28
right_child=-2 -3 3 4 6 -7 10 8 -10 -11 11 12 -14 -15 -16 -17 17 18 20 -21 22 28 23 -25 27 26 29 -29 -30 -31
leaf_value=0.00060860084001130123 0.00052241600002162164 -0.00053545918427002823 -0.00093537586785498125 -0.00011120386009749312 -0.0018804012704640627 0.0020301275154841797 0.00061413305567111821 3.1500664772465831e-06 -0.00076192145360297358 0.00073120322475884244 -0.00061451532528735699 0.00098974591528531173 0.00069125047994020869 -0.00064098436740182699 0.000505019300035201 -0.00075501476270195176 0.00054699468589387834 0.00074856114421251098 0.0010811517178080977 -0.001473437185632065 -0.00083131909313600603 -0.00084207475010771309 -0.0016180532352466669 0.00011090527238723422 0.0013722761429016829 0.00089511087397113435 -0.00063285007212392013 0.00024741353379795331 -1.7436074979722183e-05 -6.6180452217569972e-06
leaf_weight=36 20 23 21 26 20 21 25 30 39 29 20 20 32 21 30 24 25 27 20 23 21 20 21 42 20 20 23 20 47 2355
leaf_count=36 20 23 21 26 20 21 25 30 39 29 20 20 32 21 30 24 25 27 20 23 21 20 21 42 20 20 23 20 47 2355
internal_value=0 -3.36934e-06 6.06636e-07 -6.58856e-06 -1.32244e-07 0.00021604 -1.10311e-05 -9.11842e-05 -0.000429282 0.000332974 2.05976e-06 -3.34534e-06 1.00308e-06 -6.94507e-06 -2.11736e-06 -7.69438e-06 -1.06136e-06 -8.44442e-06 -1.36667e-05 -0.000267854 -1.96727e-06 2.71294e-05 -1.05566e-05 -0.000465414 1.09689e-06 -1.22764e-05 -5.10377e-06 0.000809845 -0.000263597 -1.2675e-05
internal_weight=0 3101 3078 3042 3021 145 2876 124 69 55 2856 2831 2811 2779 2758 2728 2704 2684 2659 117 2542 94 2522 63 2459 2419 2398 40 67 2378
internal_count=3121 3101 3078 3042 3021 145 2876 124 69 55 2856 2831 2811 2779 2758 2728 2704 2684 2659 117 2542 94 2522 63 2459 2419 2398 40 67 2378
is_linear=0
shrinkage=0.1


Tree=1602
num_leaves=31
num_cat=0
split_feature=1373 52 42 484 475 484 484 484 3 15 2 15 0 51 483 12 158 159 16 484 43 1455 133 1 2 1208 1209 1 132 3
split_gain=0.000562559 0.00288501 0.0027463 0.00111534 0.00580974 0.0041238 0.00372693 0.00622705 0.00408271 0.00148221 0.00317615 0.00164929 0.00373729 0.00364992 0.00267797 0.00217573 0.00124212 0.00165071 0.00271977 0.00118846 0.00544003 0.00201596 0.00145907 0.00140298 0.00590479 0.00271599 0.00447865 0.00287589 0.00903135 0.00924147
threshold=0.081220000000000014 -0.081429999999999989 0.087075000000000014 0.085845000000000019 -0.085684999999999997 0.085435000000000025 0.090535000000000018 0.094965000000000008 -0.086274999999999977 -0.56020999999999987 0.12844500000000003 -0.067579999999999987 -0.074824999999999989 -0.0078149999999999973 1.0000000180025095e-35 0.087830000000000005 -0.47356499999999996 -0.45371999999999996 -0.046599999999999996 0.056480000000000009 -0.011694999999999999 -0.089344999999999994 0.039215000000000007 0.081315000000000012 0.080205000000000012 0.10233500000000001 -0.074484999999999982 0.092695000000000013 -0.083284999999999984 -0.083344999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 16 8 -8 -6 -9 11 13 14 -11 -13 -15 -1 18 -18 21 22 -19 -21 24 -23 26 -25 28 -28 -30
right_child=1 2 -4 4 6 -7 7 9 -10 10 -12 12 -14 15 -16 -17 17 19 -20 20 -22 23 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.00073106469505507016 0.00077448353084037086 -0.0011606279442073883 0.00023826704279560109 0.0015893312559152645 -0.00015718680061399938 -0.0012205242049406349 -0.0016907730220143847 -0.00066921187937259673 0.0015731266757939011 -0.0014013943953297872 0.001172456700498095 0.00048169062076205461 0.0014366569324573946 -0.00042089559169213432 -0.0010450147706433201 0.00089740127413755373 4.0530596549312274e-05 -0.0010072056116769092 -0.0014432885085365601 0.0017778910836204885 -0.00060745947606240713 0.0017745496326824651 0.00056997189385583631 -0.0014826233458259831 4.3754594301726654e-05 0.0010204453777987511 0.001620889047626406 2.6082009481897098e-05 0.00017026400100546873 -0.00097375679813300911
leaf_weight=23 20 36 23 27 25 28 23 25 30 23 26 27 21 31 20 21 30 20 21 20 30 20 20 23 1365 22 22 811 124 164
leaf_count=23 20 36 23 27 25 28 23 25 30 23 26 27 21 31 20 21 30 20 21 20 30 20 20 23 1365 22 22 811 124 164
internal_value=0 -0.000263453 -0.000615296 6.84182e-06 0.000190243 -1.31498e-05 5.13627e-05 -0.000134993 0.000786621 4.94552e-05 0.000155767 -2.90857e-05 0.000327576 -0.000352459 -0.000167971 0.000111494 -6.9802e-07 -6.95008e-06 -0.000570454 3.93167e-06 0.000410478 -7.13728e-06 0.00117393 7.03318e-07 6.8748e-05 -8.01217e-05 -0.000101286 -7.2945e-05 -0.000332012 -0.000481192
internal_weight=0 79 59 3042 299 2743 272 217 55 194 169 143 68 75 47 52 2715 2692 51 2641 70 2571 40 2551 1385 1166 1144 1121 310 288
internal_count=3121 79 59 3042 299 2743 272 217 55 194 169 143 68 75 47 52 2715 2692 51 2641 70 2571 40 2551 1385 1166 1144 1121 310 288
is_linear=0
shrinkage=0.1


Tree=1603
num_leaves=31
num_cat=0
split_feature=1420 155 471 1446 133 403 133 1210 0 52 12 42 12 480 154 1428 1429 1429 52 52 4 484 484 49 151 484 160 133 16 483
split_gain=0.00056404 0.00160123 0.00115308 0.000775228 0.00490332 0.00312861 0.00659619 0.00202919 0.00137246 0.00291966 0.00436363 0.00357898 0.00216677 0.00174458 0.00127001 0.00195908 0.00151164 0.00374853 0.00151971 0.00141555 0.00122476 0.000883208 0.00968752 0.00332049 0.00700718 0.00248127 0.00300574 0.00247585 0.00346379 0.00257578
threshold=0.056520000000000008 0.14721000000000004 0.10338500000000002 0.083715000000000026 0.10995500000000001 -0.54856499999999986 0.40431 -0.41266499999999995 -0.080689999999999984 0.008405000000000001 0.087005000000000013 0.088465000000000002 0.083785000000000012 0.085815000000000016 1.0000000180025095e-35 -0.020064999999999996 -1.0000000180025095e-35 -0.07700499999999999 -0.54533999999999982 -0.085984999999999992 -0.0057249999999999992 0.085790000000000019 0.086925000000000016 0.11560500000000001 -0.089594999999999994 0.064170000000000019 -0.085764999999999994 0.090665000000000009 0.22339500000000004 0.10143000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 6 -1 -7 9 11 12 20 -11 -10 15 -9 17 18 -17 -20 -5 25 -23 24 -24 -18 -27 28 29 -26
right_child=-2 -3 -4 4 -6 7 -8 14 13 10 -12 -13 -14 -15 -16 16 21 -19 19 -21 -22 22 23 -25 27 26 -28 -29 -30 -31
leaf_value=-0.0021954274436575363 -0.00049338369711261732 0.00087390548765792382 -0.000723648400178883 0.000655707386128294 0.0013941255189349941 0.00098070554917545198 0.0002201649852885077 -0.0008443277146268105 -0.0010332500287331642 0.00069055247231913008 0.0015544444454523426 -0.0013349377730099317 -0.0006820893456713985 4.8109780952988851e-05 0.00075067034075883309 -0.0006774877041132878 -1.6375601489402717e-05 0.0013599212940399801 0.00094262264668941497 -0.00021979156564074485 -0.00023526004741951411 -0.0021066654842191684 0.0018252124075264543 -0.0010229999908395778 0.0001409304199821108 0.0014945314286402816 0.00011906395393839859 0.00080832733677068205 -0.0014421394455712288 -0.0010588352213658039
leaf_weight=20 23 21 22 27 29 21 26 28 25 23 30 22 23 37 22 23 2258 28 20 22 36 24 22 28 121 24 47 28 20 21
leaf_count=20 23 21 22 27 29 21 26 28 25 23 30 22 23 37 22 23 2258 28 20 22 36 24 22 28 121 24 47 28 20 21
internal_value=0 3.66295e-06 -2.27631e-06 2.91851e-06 0.000170923 -1.21857e-05 -0.000830093 1.46093e-06 1.18516e-05 0.000165802 0.000616158 -0.000236869 4.23156e-06 -0.000387922 -6.0552e-06 -1.21893e-05 -3.51475e-06 0.000392609 -2.40797e-05 0.000333739 0.000146583 -1.7722e-05 -0.000191068 4.92045e-07 0.00013567 1.92729e-06 0.000584011 -5.9961e-05 -0.000210035 -3.64997e-05
internal_weight=0 3098 3077 3055 252 2803 46 2757 223 161 76 85 46 62 2736 2714 2686 93 65 42 63 2593 264 240 212 2329 71 190 162 142
internal_count=3121 3098 3077 3055 252 2803 46 2757 223 161 76 85 46 62 2736 2714 2686 93 65 42 63 2593 264 240 212 2329 71 190 162 142
is_linear=0
shrinkage=0.1


Tree=1604
num_leaves=31
num_cat=0
split_feature=156 475 1425 1426 1428 474 1429 1429 157 51 2 2 2 157 16 2 1455 3 1455 1455 158 159 3 159 1 481 479 481 1447 12
split_gain=0.000577078 0.00187705 0.000727294 0.000895484 0.000627116 0.00229412 0.000804726 0.000913283 0.000748749 0.00821621 0.00595033 0.00641214 0.00465165 0.00157401 0.00393065 0.0011565 0.000815551 0.00261015 0.00210614 0.00161073 0.00138373 0.000852698 0.00191914 0.00140289 0.00226667 0.00136913 0.00171945 0.00283573 0.00167993 0.00577637
threshold=0.3248100000000001 0.12365000000000002 0.10129000000000002 1.0000000180025095e-35 -0.071779999999999997 -0.42010499999999995 -0.081904999999999992 -1.0000000180025095e-35 -0.086284999999999987 -0.085604999999999987 0.087625000000000022 0.08647500000000001 0.090050000000000005 -0.083209999999999992 -0.007794999999999999 0.10402500000000002 -0.092919999999999989 -0.08323499999999999 -0.08045999999999999 -0.25699499999999992 -0.47144999999999992 -0.45371999999999996 -0.072624999999999981 -0.26157999999999998 0.084525000000000003 0.10944500000000001 0.10713500000000002 -0.15265499999999996 -0.085684999999999997 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8 9 -9 11 -11 -12 14 -10 -14 17 -15 -18 -19 -20 22 -22 24 -23 26 27 -25 29 -29
right_child=-2 -3 -4 -5 5 6 7 8 13 10 12 -13 15 16 -16 -17 18 19 20 -21 21 23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.00052525237982120859 -0.00049905347253155453 0.00079086632686085076 -0.00060505490517243749 0.00058431386087949469 0.0010663452872540803 -0.00049932803605880704 0.00052036596673794768 -0.0016753091915292788 0.0015943736004244006 -5.8829971749219112e-05 -0.0017041375799453817 0.0023338930271122427 0.00054419731022790072 -0.00039602931436343958 -0.00024506314657628535 -0.00039969516187557017 -0.001038084669271484 0.00023191625119319987 0.00066726525789514816 0.0014858615110279062 9.072385296819669e-05 0.001157549059448334 -0.0011825947283068674 -0.0010778884515166283 -0.0002392898269352459 -0.00075434696557931608 0.00089043737361429358 0.0015329696597322694 -2.0730747456728147e-05 -0.000415610921845655
leaf_weight=23 23 30 20 26 20 33 33 31 21 24 20 21 27 29 26 25 20 21 30 20 29 26 20 25 21 25 21 29 2370 32
leaf_count=23 23 30 20 26 20 33 33 31 21 24 20 21 27 29 26 25 20 21 30 20 29 26 20 25 21 25 21 29 2370 32
internal_value=0 3.70504e-06 -3.9921e-06 -4.81189e-08 -5.07572e-06 -1.08637e-06 -8.25275e-06 -2.7519e-06 -8.67806e-06 -0.000227815 0.00015571 0.00105777 -0.000408081 3.05149e-06 0.000576813 9.04029e-05 -6.87006e-06 0.000330037 -1.57762e-05 0.000843597 -7.9961e-06 -1.57936e-05 -0.000428998 -7.85046e-06 0.00053343 -1.80184e-05 -1.05867e-05 -1.82909e-05 -7.3942e-06 0.000510763
internal_weight=0 3098 3068 3048 3022 2999 2979 2946 2913 148 117 45 72 2765 47 52 2718 70 2648 41 2628 2598 49 2549 47 2502 2477 2456 2431 61
internal_count=3121 3098 3068 3048 3022 2999 2979 2946 2913 148 117 45 72 2765 47 52 2718 70 2648 41 2628 2598 49 2549 47 2502 2477 2456 2431 61
is_linear=0
shrinkage=0.1


Tree=1605
num_leaves=31
num_cat=0
split_feature=480 133 16 483 16 12 2 159 12 130 51 153 474 43 2 1455 1455 50 15 50 1452 50 42 133 16 11 11 157 155 2
split_gain=0.000562078 0.00234178 0.0022683 0.000873326 0.00311015 0.00397482 0.00341102 0.00273808 0.00232548 0.00155697 0.000922726 0.00132869 0.000941096 0.00233378 0.00420632 0.00121297 0.0011867 0.00106832 0.00343001 0.00209664 0.00141837 0.00196504 0.00135156 0.00323048 0.00119951 0.00117111 0.00202643 0.00279318 0.00425639 0.00133151
threshold=0.10344000000000002 0.091935000000000003 -0.040964999999999994 0.098395000000000024 -0.021269999999999997 0.094225000000000017 0.089525000000000007 -0.08477999999999998 0.23631000000000002 -0.22562499999999999 -0.46280499999999997 1.0000000180025095e-35 0.10674500000000002 -0.081154999999999991 0.11067500000000001 -0.23327999999999996 -0.092919999999999989 0.12045500000000002 -0.055554999999999993 0.11768500000000003 0.11609000000000001 0.11534500000000002 -0.16797499999999996 0.087985000000000022 -0.014754999999999999 0.095720000000000013 0.088065000000000018 0.41580000000000006 0.12016500000000001 0.10644500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 7 6 -6 -5 9 -1 -11 12 15 -14 -15 -12 -17 19 -19 20 21 22 23 24 -18 26 27 28 -24 -27
right_child=1 -3 -4 4 5 -7 -8 -9 -10 10 11 -13 13 14 -16 16 17 18 -20 -21 -22 -23 25 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00078890227264491854 0.00073761674679449904 -0.0010904274208163164 -0.00048609608297049293 -1.7289772883734921e-05 -0.0016305319714195899 0.00075091689165371171 7.6767536345869307e-05 0.0014319289152808778 -0.0010788738503470087 0.00064142410622232339 -0.0007879478108952754 -0.00076568208928422439 0.0011856222994696432 -0.00099101452360628173 0.00082847119214151201 0.00072514987550675869 0.00058912975538987671 4.5720534508291167e-05 -0.0011532699773156578 0.00081837973125549338 0.00077275491228489136 -0.0009794081036012532 5.6448783402629492e-06 -0.0015155601652804764 -0.00044988912652479485 -0.0010103264260881892 0.0007687428247715746 0.0011503872489334926 -0.0013329525507288055 8.0015815217934904e-05
leaf_weight=25 28 24 33 22 22 30 25 32 20 22 20 23 23 24 27 22 20 80 34 31 23 21 2320 20 25 24 35 21 24 21
leaf_count=25 28 24 33 22 22 30 25 32 20 22 20 23 23 24 27 22 20 80 34 31 23 21 2320 20 25 24 35 21 24 21
internal_value=0 -0.000253625 7.56082e-05 7.10085e-06 0.000259667 -0.000148377 -0.000722394 0.000841506 -4.28853e-06 3.16094e-06 -3.70743e-06 -8.70845e-06 -2.52359e-06 0.000349374 -2.77574e-05 -1.20239e-05 -6.3207e-06 -1.2283e-05 -0.000311873 9.29057e-07 -8.99301e-06 -1.6097e-05 -8.03743e-06 -0.00045809 1.1897e-05 3.92715e-06 1.34039e-05 2.22553e-06 -8.0609e-06 -0.0005015
internal_weight=0 85 61 3036 131 77 47 54 2905 2885 2860 2838 2815 74 51 2741 2721 2699 114 2585 2554 2531 2510 65 45 2445 2400 2365 2344 45
internal_count=3121 85 61 3036 131 77 47 54 2905 2885 2860 2838 2815 74 51 2741 2721 2699 114 2585 2554 2531 2510 65 45 2445 2400 2365 2344 45
is_linear=0
shrinkage=0.1


Tree=1606
num_leaves=31
num_cat=0
split_feature=474 471 1429 3 11 33 39 49 49 14 147 159 159 150 15 457 43 42 13 39 13 4 1 151 34 0 130 130 151 157
split_gain=0.000573384 0.00179623 0.000772546 0.000615781 0.00179261 0.00155051 0.00366481 0.00067752 0.00218193 0.00197748 0.0021732 0.00169324 0.00266717 0.00180847 0.00253221 0.00325175 0.00308249 0.00422384 0.00198871 0.00219433 0.00192036 0.00305808 0.00166648 0.00186305 0.00162888 0.00165791 0.00150481 0.00340061 0.0014395 0.00128348
threshold=-0.26322499999999993 -0.086614999999999984 0.11635000000000001 0.63141500000000017 -0.072629999999999986 0.085305000000000006 0.085220000000000004 -0.0097999999999999979 -0.0090649999999999984 0.078235000000000013 0.10479500000000001 0.10395500000000001 0.091530000000000014 0.083095000000000016 -0.096999999999999989 0.11612500000000002 -0.088249999999999981 0.085465000000000013 -0.099939999999999987 0.086175000000000015 -0.087714999999999987 -0.014149999999999998 0.089625000000000024 -0.073794999999999986 -0.057544999999999992 -0.24955499999999997 -0.22562499999999999 -0.14723999999999998 -0.00099499999999999979 0.00087500000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 9 -9 10 11 12 13 20 -15 16 17 -16 -18 22 -6 -22 28 -24 -10 -26 -27 -28 -20 -29
right_child=1 2 -4 -5 5 6 -8 8 24 -11 -12 -13 -14 14 15 -17 18 -19 19 -21 21 -23 23 -25 25 26 27 29 -30 -31
leaf_value=-0.00041462682640871427 0.00090479276100681591 0.00095039586492930541 -0.00050700048411575461 -0.00052417574598538608 0.00017864727113646949 -0.0015751037403242665 0.00033926439704373484 0.00095973107637837532 0.0006791812426534897 -0.0010722747829277068 0.00096299961907789125 0.00077452574013954121 -0.0012176135867114435 -0.00092609300724385928 2.8070044936612249e-05 0.0012081212657414234 0.00065257851432155194 0.0017871578717382536 0.00041280307807028293 0.00033446417696108557 -0.00022698948671639866 -0.0014573284839805697 -0.00050532047825981865 -0.0016589032375209389 0.00076210640394931727 -0.00080353871985014685 0.0013076713250484318 -1.8479759365201088e-05 -0.00072541779780294752 0.00032996684470138442
leaf_weight=33 22 20 30 22 40 20 20 25 37 20 20 21 22 24 39 26 24 21 25 37 58 31 42 21 29 23 20 2218 20 111
leaf_count=33 22 20 30 22 40 20 20 25 37 20 20 21 22 24 39 26 24 21 25 37 58 31 42 21 29 23 20 2218 20 111
internal_value=0 4.43092e-06 -2.0296e-06 2.96023e-06 6.80794e-06 5.04745e-07 -0.00061792 8.87881e-06 3.02616e-05 -9.83836e-05 -5.70294e-05 -0.000102263 -0.000145083 -8.72509e-05 5.5908e-05 0.000148332 2.80061e-05 0.000643751 -0.000190601 -0.000330162 -0.000396874 -0.000655535 -0.000557858 -0.000889848 2.07305e-05 1.05836e-05 1.39555e-06 9.27699e-06 -9.30729e-05 -1.87282e-06
internal_weight=0 3088 3066 3036 3014 2994 40 2954 2463 491 471 451 430 408 279 255 229 60 169 145 129 89 108 63 2438 2401 2372 2349 45 2329
internal_count=3121 3088 3066 3036 3014 2994 40 2954 2463 491 471 451 430 408 279 255 229 60 169 145 129 89 108 63 2438 2401 2372 2349 45 2329
is_linear=0
shrinkage=0.1


Tree=1607
num_leaves=31
num_cat=0
split_feature=156 474 471 1427 1456 1456 15 52 1456 1456 1456 1456 1428 52 156 474 475 13 484 475 1 475 448 160 158 0 160 3 159 40
split_gain=0.000588573 0.00151945 0.00114049 0.000771499 0.000764114 0.00190737 0.00187684 0.00223987 0.00100783 0.00130148 0.00225442 0.00126674 0.000753327 0.000925923 0.00144477 0.0010388 0.00114031 0.00654044 0.00541915 0.00287257 0.00240019 0.0016563 0.00109634 0.00112574 0.00122018 0.00269028 0.00633861 0.00252528 0.00158235 0.00154035
threshold=0.3248100000000001 0.11692000000000001 0.10338500000000002 0.096390000000000017 0.10620000000000002 0.094080000000000011 0.094035000000000007 -0.013374999999999998 0.088020000000000001 0.085790000000000019 0.085185000000000011 0.081770000000000023 -0.070379999999999984 -0.55692499999999978 0.11182500000000002 -0.095399999999999985 -0.085719999999999977 -0.086254999999999984 0.085790000000000019 -0.084894999999999984 0.080000000000000016 -0.084144999999999984 -0.083689999999999987 0.51752500000000012 0.10667500000000002 -0.085669999999999982 -0.04016999999999999 -0.086554999999999979 0.10916000000000002 -0.24134999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 -6 9 10 11 12 -1 14 -14 -15 17 -17 20 -18 -19 -21 -23 24 29 27 -27 -26 -28 -24
right_child=-2 -3 -4 -5 6 -7 -8 -9 -10 -11 -12 -13 13 15 -16 16 19 18 -20 21 -22 22 23 -25 25 26 28 -29 -30 -31
leaf_value=0.00060353370693822699 -0.00050399934812246454 0.00071196301064143579 -0.00073760431232152606 -0.00060214865952730185 8.2205883182513603e-05 -0.00080844628211142959 -0.00046613832382718105 0.0014898371399613098 0.00052515243445963578 -0.00061513328520745479 0.0010395360050357082 -0.00061635759052340729 -5.0251132731015486e-05 -0.00062296786862942911 0.00099069872497542142 0.0019461971009150148 -0.0012056443199981006 0.0012405404638822961 -0.0013642591515394011 0.00074891673425084044 -0.00016185314519903983 -0.00057515182150596317 0.00077183887702771115 0.00063875405488673736 0.0010639416659780016 -0.0020759131644887889 -0.00070530242752283819 -0.00030330491950735449 0.00035650129138957713 -2.1307457354197817e-06
leaf_weight=21 23 30 21 21 26 29 20 20 37 34 21 33 30 27 24 20 20 23 23 29 26 34 26 27 22 23 25 35 32 2339
leaf_count=21 23 30 21 21 26 29 20 20 37 34 21 33 30 27 24 20 20 23 23 29 26 34 26 27 22 23 25 35 32 2339
internal_value=0 3.74176e-06 -3.18348e-06 1.87817e-06 6.07003e-06 -1.43359e-06 0.000342596 0.000694219 6.55118e-06 -7.91705e-08 7.23266e-06 -4.03256e-07 6.84068e-06 2.34138e-06 0.000412393 -5.76656e-06 3.96319e-07 0.000346416 -9.79682e-05 -1.17912e-05 0.000496413 -2.57936e-06 -1.10824e-05 -3.49906e-06 -1.04298e-05 -0.00030058 -0.000674632 0.000224404 -0.000109202 6.37801e-06
internal_weight=0 3098 3068 3047 3026 2960 66 46 2931 2894 2860 2839 2806 2785 54 2731 2704 92 72 2612 49 2592 2563 2529 2502 137 80 57 57 2365
internal_count=3121 3098 3068 3047 3026 2960 66 46 2931 2894 2860 2839 2806 2785 54 2731 2704 92 72 2612 49 2592 2563 2529 2502 137 80 57 57 2365
is_linear=0
shrinkage=0.1


Tree=1608
num_leaves=31
num_cat=0
split_feature=15 15 15 402 402 132 16 1204 403 43 43 43 13 15 2 1455 159 52 479 160 4 2 12 49 52 2 481 1447 403 1211
split_gain=0.000578471 0.0048614 0.00462366 0.00457145 0.00245166 0.00228169 0.0145172 0.00789986 0.00164501 0.00310426 0.00801375 0.00534788 0.00596959 0.00163838 0.00154439 0.00134656 0.00167067 0.0014608 0.00183819 0.0016135 0.00172915 0.00254743 0.00243305 0.00220748 0.0016376 0.00346165 0.00112187 0.003433 0.0022291 0.00105515
threshold=0.089740000000000014 0.090325000000000003 0.089485000000000023 0.14968500000000004 0.13924000000000003 -0.083284999999999984 -0.073849999999999985 -0.016569999999999994 -1.0000000180025095e-35 -0.036954999999999995 -0.011694999999999999 0.055925000000000009 -0.070304999999999992 0.091475000000000015 0.090935000000000016 -0.079434999999999992 -0.46267499999999995 0.41423000000000004 0.106285 -0.53908999999999996 -0.076229999999999978 0.10327000000000001 0.092355000000000007 -0.22491999999999998 -1.0000000180025095e-35 0.09142500000000002 -0.087424999999999989 -0.085324999999999984 -0.54631999999999992 0.10809000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 26 6 -3 -7 9 14 -11 12 -12 -10 -9 -15 -17 18 19 -18 24 22 -22 -23 -21 -26 27 -1 -28 -30
right_child=1 3 -4 -5 -6 7 -8 8 13 10 11 -13 -14 15 -16 16 17 -19 -20 20 21 23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-0.001346993116196245 0.0015139514337415283 0.0027187826152658091 -0.0014023735876738405 -0.0014169099312441955 0.0010950022644829005 -0.0019188275549095126 -0.0010913663730025291 -0.00074605495080634556 -0.00077986806178299828 0.0022197828923638625 -0.0017610317450903711 0.0011182361445903285 0.000623359889557053 -0.00074705899110995245 0.00028659310754543791 0.00091908427496926624 -0.00081225678302525067 -0.00071342640142878135 0.0010227603563544108 0.00018121006638256615 0.0014169440200248575 -0.00095411898328165998 0.00011459283215607196 0.00042142601658789704 -0.0014952506758677572 0.00028055174770997838 0.00086594631349475211 0.00013978874402954073 -8.3379231164918617e-06 -0.00058645833851187499
leaf_weight=25 23 20 24 21 20 20 20 28 26 26 21 34 21 20 30 23 21 24 20 52 32 20 26 28 23 21 29 41 2350 32
leaf_count=25 23 20 24 21 20 20 20 28 26 26 21 34 21 20 30 23 21 24 20 52 32 20 26 28 23 21 29 41 2350 32
internal_value=0 8.82479e-05 -2.10031e-05 3.14175e-05 -7.72599e-06 8.61205e-05 0.000813708 2.97183e-05 0.000108289 0.000372197 0.000704346 0.000185907 -0.000568836 -1.73819e-05 -0.000211927 4.65686e-05 0.000101302 3.08558e-05 0.000104365 2.19979e-05 0.000108727 0.000387162 0.000833131 -0.000151718 -0.000198711 -0.000647709 -1.66297e-05 -0.000423386 -5.49496e-06 -1.61044e-05
internal_weight=0 600 2521 577 2497 556 40 516 496 160 102 76 42 336 58 310 290 267 243 223 202 106 58 48 96 44 2477 66 2411 2382
internal_count=3121 600 2521 577 2497 556 40 516 496 160 102 76 42 336 58 310 290 267 243 223 202 106 58 48 96 44 2477 66 2411 2382
is_linear=0
shrinkage=0.1


Tree=1609
num_leaves=31
num_cat=0
split_feature=1213 1213 3 12 1213 42 42 401 16 15 42 15 130 1212 132 132 128 131 399 402 402 401 1203 15 1211 129 2 133 16 52
split_gain=0.000591792 0.00207035 0.00179484 0.00181889 0.00251194 0.0019737 0.00274761 0.00198719 0.0020188 0.00306807 0.00233719 0.00210173 0.00185098 0.00151601 0.00141694 0.00153005 0.00121996 0.00147617 0.00114559 0.00204697 0.00204852 0.00156618 0.00126486 0.00176067 0.00173685 0.00146015 0.00228059 0.0029774 0.00415835 0.00122907
threshold=-0.07797999999999998 -0.074014999999999984 -0.069009999999999974 0.095330000000000012 -0.14868999999999996 0.091625000000000012 0.089810000000000015 0.10997500000000002 -0.086699999999999985 0.085730000000000015 -0.0072999999999999992 0.087825000000000014 -0.0015749999999999998 0.086920000000000011 -0.44750499999999993 -0.41127499999999995 0.11738000000000001 0.13834500000000002 -0.085049999999999987 -0.46900499999999995 -0.45015499999999992 -1.0000000180025095e-35 0.089165000000000008 0.089595000000000022 0.11013500000000002 0.090795000000000015 0.10584500000000001 -0.095184999999999978 -0.08595499999999999 0.008405000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 8 9 10 -1 12 -10 -14 -3 -16 17 18 -17 -20 -21 -22 24 -24 25 29 27 -27 -29 -23
right_child=1 14 -4 4 -6 -7 -8 -9 11 -11 -12 -13 13 -15 15 16 -18 -19 19 20 21 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00062786022430373124 -0.0010044789945130191 -0.00075721273478120566 0.00095779378179940979 -0.0013266842639755591 0.00018603024123560477 0.0010432740481084457 -0.00089801059668668777 0.0010684257021437037 0.00080865650984924284 -0.0011553600688265372 0.00082247435394674552 0.00096117807615145638 0.00020345430820270852 -0.00074615899818660371 0.000849362253488618 -0.00070892048027852315 -0.00057779537306192356 0.0008354899398823148 0.00083541310601064874 -0.00089259153101011184 0.00071782813630610085 2.3771456143057638e-05 -5.4913992062211041e-05 0.0012154986210634888 -0.00088330130092799668 -0.0003661271810415201 -0.00030595733779419619 0.002186234621622134 0.0003878255442739626 -0.00012929984469191999
leaf_weight=20 21 25 24 21 23 23 26 23 25 28 25 37 40 29 21 23 37 21 29 26 30 1577 24 20 23 21 37 20 36 786
leaf_count=20 21 25 24 21 23 23 26 23 25 28 25 37 40 29 21 23 37 21 29 26 30 1577 24 20 23 21 37 20 36 786
internal_value=0 -1.5326e-05 0.000123722 6.11665e-05 -0.000535947 0.000156359 7.57298e-05 0.00018726 8.79124e-05 -0.000333499 0.000177881 0.000322745 7.14465e-05 -0.000195659 -7.78891e-06 -9.2857e-07 -7.51754e-06 3.76318e-07 -6.23657e-06 -8.90912e-08 -9.40815e-06 -4.8711e-07 -8.95781e-06 0.000522546 -1.83123e-05 -1.02805e-05 0.000339275 0.000649321 0.00103011 -2.71443e-05
internal_weight=0 2777 344 320 44 276 253 227 204 73 45 131 94 69 2756 2731 2710 2673 2652 2629 2600 2574 2544 44 2500 2477 114 77 56 2363
internal_count=3121 2777 344 320 44 276 253 227 204 73 45 131 94 69 2756 2731 2710 2673 2652 2629 2600 2574 2544 44 2500 2477 114 77 56 2363
is_linear=0
shrinkage=0.1


Tree=1610
num_leaves=31
num_cat=0
split_feature=1211 2 1211 1211 3 3 402 1208 1209 2 402 52 402 131 131 402 1210 3 132 13 16 129 129 12 0 133 0 3 42 0
split_gain=0.000582939 0.00190261 0.00144513 0.000755641 0.00255771 0.00252195 0.000811703 0.00137953 0.00486217 0.0045938 0.000817045 0.0026521 0.0012413 0.00118623 0.00135054 0.00102239 0.00106483 0.00287587 0.001083 0.00378983 0.00233941 0.000868721 0.00234153 0.00242707 0.00304395 0.00170093 0.00225338 0.00504601 0.00157627 0.00139999
threshold=0.11789500000000001 0.094095000000000012 0.11088500000000003 0.087635000000000005 -0.083344999999999989 -0.078934999999999991 0.2506000000000001 0.10383000000000002 -0.092684999999999976 0.090935000000000016 -0.43418999999999991 0.08976000000000002 -0.26548499999999992 0.13052000000000002 0.11657500000000001 -0.10234999999999998 -0.083289999999999989 -0.082334999999999978 -0.41127499999999995 0.056795000000000005 0.67964000000000013 0.083780000000000007 0.08653000000000001 0.092995000000000008 -0.080434999999999993 -0.082724999999999979 -0.080869999999999984 -0.094874999999999987 -0.14899999999999999 0.22582000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 7 8 -1 -9 11 -10 -12 14 15 -14 17 -17 19 -18 21 28 -23 25 -25 -24 -27 -28 -20 -30
right_child=1 -3 -4 4 5 -7 -8 9 10 -11 12 -13 13 -15 -16 16 18 -19 20 -21 -22 22 23 24 -26 26 27 -29 29 -31
leaf_value=0.0015238058720050114 0.00084237095099524604 -0.00041679782792925836 -0.00073388882705734842 -0.00048221981045431812 0.0013618888424909009 -0.00010837488749530166 -0.0005159435297349363 -0.0014558448095788035 0.00017916507316723227 0.00040648072468617031 0.0006135168072598225 -0.0012978461438615341 -0.00055040290907901873 -0.0006891544358804823 0.00059483145596459517 -0.00033440371043980122 -0.00050162725277583709 0.0013614352475269699 -0.00090795920579694227 0.0012817063744967948 -0.0010418462937443773 0.0010382703823519736 -0.00075493223100945922 -9.6634733407492083e-05 0.0014059872379920517 0.0004690412727151332 0.00065075074214421746 -0.0014718345022023036 -9.1978173190762407e-06 -0.00084946096118073918
leaf_weight=21 30 20 27 26 28 20 31 26 31 27 33 20 34 25 38 20 22 20 20 26 22 28 36 28 26 56 21 24 2315 20
leaf_count=21 30 20 27 26 28 20 31 26 31 27 33 20 34 25 38 20 22 20 20 26 22 28 36 28 26 56 21 24 2315 20
internal_value=0 0.000338703 -5.51455e-06 9.46068e-07 0.00031659 0.000749279 -6.91847e-06 -1.54937e-06 7.73506e-06 -0.000507113 -3.3775e-06 -0.000400055 3.81175e-06 -3.42315e-06 2.7972e-06 -5.47995e-06 1.42294e-06 0.000513516 -6.3243e-06 0.000464345 -1.5027e-05 -6.25074e-06 0.000184256 5.90596e-05 0.00062685 -0.000164741 4.56242e-05 -0.000481295 -2.39666e-05 -1.63949e-05
internal_weight=0 50 3071 3044 74 48 2970 2939 2886 53 2865 51 2814 2781 2756 2718 2684 40 2644 48 2596 2574 219 191 54 137 101 45 2355 2335
internal_count=3121 50 3071 3044 74 48 2970 2939 2886 53 2865 51 2814 2781 2756 2718 2684 40 2644 48 2596 2574 219 191 54 137 101 45 2355 2335
is_linear=0
shrinkage=0.1


Tree=1611
num_leaves=31
num_cat=0
split_feature=132 1203 1185 2 1213 52 42 4 130 12 51 51 402 51 403 1 43 12 2 1 13 52 2 3 43 15 43 43 43 403
split_gain=0.000572296 0.00244794 0.00177951 0.00121526 0.00255441 0.00237784 0.00210618 0.00217101 0.00139652 0.000848483 0.000663767 0.00415161 0.00234931 0.00174772 0.00411851 0.0023606 0.00425053 0.00199085 0.00301857 0.00417604 0.00377695 0.00265185 0.00263427 0.00228823 0.0015746 0.00150972 0.00126696 0.00698539 0.00384146 0.0038937
threshold=-0.083174999999999985 0.089005000000000015 -0.083264999999999992 0.088665000000000008 0.0065300000000000002 0.08709500000000002 -0.062154999999999995 0.018150000000000003 0.0029050000000000005 0.087925000000000017 0.082455000000000014 0.045645000000000005 0.091530000000000014 0.090560000000000015 -0.080719999999999986 0.092695000000000013 -0.0037449999999999996 0.086700000000000013 0.08919500000000001 0.091345000000000023 -0.013304999999999999 -0.075329999999999994 0.11728500000000001 0.30112000000000005 -0.089499999999999982 -0.081924999999999984 -0.032879999999999993 -0.023869999999999995 -0.040344999999999992 -0.53960999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 6 8 -5 -8 9 -1 11 26 13 15 -15 16 -12 18 20 -20 -16 -19 -21 -24 -23 -26 28 -28 29 -4
right_child=2 -3 10 4 -6 -7 7 -9 -10 -11 12 -13 -14 14 17 -17 -18 21 19 22 -22 24 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00021347162823769311 0.0009290464865487247 -0.0010471423499337916 0.001067210791722661 0.00062979303701366819 0.0011728808336721904 -0.00099936286776116301 -0.001191310000087304 0.00023017989643405948 0.00067099296817711251 -0.00063404966516558215 0.0010997287979040741 -0.001165163277408048 0.0010044039389218338 -0.0014320454437984154 -7.3575874773302568e-05 0.0012632513418793679 -0.00073496589736480808 0.0010380960586979582 0.0012047608634859969 -0.0008321380645899875 -0.0018617078136663795 -0.00066748143315477218 -0.00028344081211668839 0.0010180519506155345 -0.000147605644062508 0.00070052160171610192 0.0015103619069453669 3.3624599977167654e-05 -0.0011017447259343627 -6.7735970620954759e-05
leaf_weight=21 21 27 31 27 22 31 22 21 24 27 23 31 28 20 27 26 28 38 26 41 21 23 35 22 43 41 33 1092 35 1214
leaf_count=21 21 27 31 27 22 31 22 21 24 27 23 31 28 20 27 26 28 38 26 41 21 23 35 22 43 41 33 1092 35 1214
internal_value=0 -0.000154743 1.18499e-05 -3.118e-05 0.000232965 -0.000267115 -6.24376e-05 -0.000497094 4.81583e-05 -0.000263259 5.15738e-06 -1.52993e-05 0.0001179 5.79437e-05 -4.02687e-05 0.000487782 9.24454e-05 4.75405e-05 -0.000182556 7.80874e-05 -0.000855884 0.000320482 -0.000220826 0.00021889 6.56287e-05 0.000266361 -4.77752e-07 7.69422e-05 -6.85227e-05 -3.94763e-05
internal_weight=0 222 2899 195 92 103 70 43 72 48 2878 2436 442 414 337 77 51 317 172 124 48 145 98 57 107 84 2405 1125 1280 1245
internal_count=3121 222 2899 195 92 103 70 43 72 48 2878 2436 442 414 337 77 51 317 172 124 48 145 98 57 107 84 2405 1125 1280 1245
is_linear=0
shrinkage=0.1


Tree=1612
num_leaves=31
num_cat=0
split_feature=1203 132 4 393 1176 391 1186 52 51 51 402 1213 51 3 51 51 16 484 2 0 51 3 160 12 0 2 13 13 13 16
split_gain=0.000556764 0.00959104 0.00690333 0.000619365 0.000661289 0.000817013 0.000609015 0.0020554 0.00068056 0.0032645 0.00189101 0.00176893 0.00254478 0.00395076 0.00271791 0.00177261 0.00165487 0.00227249 0.00253594 0.00240037 0.00618776 0.00209364 0.00178606 0.00146744 0.0029566 0.00223927 0.00137537 0.0011884 0.00237295 0.00164642
threshold=0.089165000000000008 -0.083284999999999984 -0.079764999999999989 0.11170000000000001 0.085980000000000015 -0.077824999999999991 -0.087469999999999978 0.085815000000000016 0.082455000000000014 0.045645000000000005 0.089220000000000008 -0.069109999999999991 0.090560000000000015 -0.014944999999999998 0.094075000000000006 0.096505000000000021 -0.085254999999999984 -0.070054999999999992 0.09580000000000001 -0.08095999999999999 0.123935 -0.065819999999999976 -0.42113499999999993 0.090345000000000023 1.0000000180025095e-35 0.10467500000000002 -1.0000000180025095e-35 -0.096404999999999991 -0.094514999999999988 0.25084500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 -7 9 27 11 -10 13 -13 -14 -16 21 18 -18 20 -19 22 -17 24 -21 -25 -15 29 -29 -8
right_child=1 2 -4 -5 -6 6 8 -9 10 -11 -12 12 14 26 15 16 17 19 -20 23 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.00062855193488455072 0.0019867382050269165 -0.001930292204488069 0.00036499301633356436 -0.00045901995782818023 0.00047283166626082928 -0.00039313666537054819 0.0001071738153252142 0.00096696018008515241 -0.0008464598983881019 -0.0010486468627688384 0.00084556887122744229 0.0017603380862221294 -0.00087509527555525754 -0.00049442263320088387 0.00099036483385134505 -0.00053483605823622879 -0.0011544822014305587 0.0022911101850331761 0.00031494897658653235 0.00033013695376274855 3.5023028143651539e-05 -0.0009767740873168364 0.00064895877111121084 0.0011587444685574155 -0.0012503108650707873 -0.00014708433641474054 0.00067833906679879872 -0.00089580969315647971 -2.8207375929107284e-05 0.001008526064900004
leaf_weight=21 23 20 38 30 29 20 257 25 21 31 32 22 33 20 20 26 24 20 23 29 31 33 25 24 20 29 20 32 2121 22
leaf_count=21 23 20 38 30 29 20 257 25 21 31 32 22 33 20 20 26 24 20 23 29 31 33 25 24 20 29 20 32 2121 22
internal_value=0 0.000258751 -0.000426485 -6.89436e-06 -2.38813e-06 -7.0112e-06 -2.60162e-06 0.000362473 -8.23741e-06 -2.89365e-05 0.000104554 4.80959e-05 9.51778e-05 0.000683964 -1.31448e-05 8.04221e-05 1.63417e-05 0.000172782 -0.000435399 0.000359608 0.000919763 -0.000356135 4.54555e-05 7.95311e-05 -0.000314944 0.000444234 9.19582e-05 -1.59385e-05 -4.11025e-05 0.000178248
internal_weight=0 81 58 3040 3010 2981 2960 45 2915 2463 452 420 399 62 337 304 284 200 47 153 51 84 51 102 49 53 40 2432 2153 279
internal_count=3121 81 58 3040 3010 2981 2960 45 2915 2463 452 420 399 62 337 304 284 200 47 153 51 84 51 102 49 53 40 2432 2153 279
is_linear=0
shrinkage=0.1


Tree=1613
num_leaves=31
num_cat=0
split_feature=132 1203 1185 43 403 0 133 42 3 1203 1200 1204 1429 1426 1419 1429 160 42 474 1446 474 157 156 1419 1429 11 0 155 42 1456
split_gain=0.000555889 0.00275613 0.00147627 0.00102474 0.00145913 0.00186929 0.0016149 0.00420307 0.00181766 0.000694834 0.000895398 0.000661413 0.000661104 0.00147515 0.000865069 0.00096224 0.0018916 0.00134181 0.0011333 0.00185607 0.00110537 0.00149791 0.00201195 0.00196934 0.00123138 0.00114138 0.00366845 0.00352687 0.00110986 0.00219709
threshold=-0.083174999999999985 0.089005000000000015 -0.083264999999999992 -0.0095349999999999983 -0.084674999999999986 -0.072269999999999987 -0.37971999999999995 -0.05332499999999999 -0.084524999999999975 0.088155000000000011 0.090100000000000013 -0.079429999999999987 -0.23752499999999996 -0.089244999999999977 0.098075000000000009 0.091545000000000015 -0.013084999999999998 0.088670000000000013 0.10970500000000001 -0.093534999999999993 -0.25711499999999993 0.13962500000000003 -0.092624999999999985 0.086325000000000013 0.087545000000000012 0.088215000000000002 1.0000000180025095e-35 0.11198500000000002 0.087825000000000014 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 6 7 -6 -8 12 11 -11 -4 -14 15 18 17 -17 19 -15 -21 22 -22 24 25 27 -27 28 29 -24
right_child=2 -3 9 4 5 -7 8 -9 -10 10 -12 -13 13 14 -16 16 -18 -19 -20 20 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00046873737093327308 0.00084707956966234468 -0.0010994192974639763 -0.00057494723350828283 -0.00070995801840634904 0.00087760946798053649 -0.00067617860391880552 5.0917843085092808e-05 -0.00096943678716862852 0.0012949617172125728 0.00095582094003000991 -0.00018612725746250996 0.0001888701988553459 0.00081766567521051258 0.00095883433183189485 -0.00046610935809439976 0.0004327531028788404 0.0010449705511116638 -0.00063968359725549825 -0.0006404190631915949 -0.00071403279117393222 -0.00092186245362123982 0.00068874987276015625 -7.2639607734109395e-05 0.00098643906647339469 -0.00072266968054464093 -0.0001406149951087192 0.0013397433127885542 -0.0013050054324724313 8.9192970085794825e-05 0.00068754904787056155
leaf_weight=35 21 27 20 34 22 29 24 28 23 23 23 22 22 20 40 28 26 20 28 22 24 31 1512 20 24 47 26 21 840 39
leaf_count=35 21 27 20 34 22 29 24 28 23 23 23 22 22 20 40 28 26 20 28 22 24 31 1512 20 24 47 26 21 840 39
internal_value=0 -0.000152509 1.16788e-05 -2.1398e-05 -0.000128615 2.82551e-05 0.000238859 -0.000156736 0.000659705 5.58314e-06 0.000321443 0.000580867 -2.06043e-06 2.04629e-06 -4.43624e-06 2.33316e-06 0.000358009 -1.40955e-05 -7.58394e-06 -8.36272e-07 -8.20136e-06 -2.19196e-06 -1.05818e-05 -1.93379e-06 -9.81241e-06 -2.92767e-06 0.000386636 -1.47179e-05 -3.38544e-06 -5.35246e-05
internal_weight=0 222 2899 195 160 126 97 50 47 2878 68 45 2810 2790 2768 2728 74 48 2654 2626 2606 2584 2553 2529 2509 2485 73 2412 2391 1551
internal_count=3121 222 2899 195 160 126 97 50 47 2878 68 45 2810 2790 2768 2728 74 48 2654 2626 2606 2584 2553 2529 2509 2485 73 2412 2391 1551
is_linear=0
shrinkage=0.1


Tree=1614
num_leaves=31
num_cat=0
split_feature=1447 2 2 43 1447 2 160 479 480 2 2 1374 14 12 0 133 2 1213 13 3 1 402 133 0 16 12 4 1212 4 4
split_gain=0.00054663 0.00215135 0.00524745 0.00187413 0.0014041 0.000764556 0.000753323 0.00159827 0.00147006 0.000673466 0.00497005 0.00246812 0.00232347 0.00378808 0.00324154 0.00207129 0.00655317 0.00419953 0.00415418 0.00351097 0.00580913 0.00455426 0.00195789 0.00615855 0.00367077 0.0042968 0.00280466 0.00233669 0.00296137 0.0101271
threshold=-0.085754999999999984 0.083715000000000026 0.085955000000000018 -0.082064999999999985 -0.084334999999999979 0.092755000000000018 -0.54913999999999985 0.10061500000000002 -0.088394999999999987 0.087625000000000022 0.087470000000000006 0.087855000000000016 0.081390000000000004 0.11903500000000002 -0.15931499999999996 0.087625000000000022 0.085485000000000019 0.0036000000000000003 -0.082904999999999993 -0.082794999999999994 0.093890000000000015 -0.025879999999999997 0.017095000000000003 -0.089964999999999976 -0.0048099999999999992 0.08493500000000001 -0.0096849999999999974 0.089590000000000017 -0.082349999999999993 -0.081839999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -5 -6 8 -8 10 11 12 13 14 -10 22 17 19 -18 21 -21 -17 27 -24 25 26 -25 28 -16 -30
right_child=4 2 3 5 6 -7 7 -9 9 -11 -12 -13 -14 -15 15 16 18 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.00049497736124039606 0.00062944408127805227 -0.0018381863388986814 0.00054577932356961916 -8.8826455369902166e-05 0.00043772039673804569 -0.00092598988383542748 0.00083707404999239828 -0.00067639924086896437 0.0011563633056357503 -4.6077928628631727e-05 0.0013938281883451122 -0.0010794738901313394 -0.0010285647679120302 0.0011678032371370743 -0.00038613779563872542 -1.8391964840702715e-05 0.0022396606011170664 -0.0012991907688873735 0.00039776515308767558 -0.0016443474685296508 0.00021517242352101244 0.0018588750559501933 0.00043808233426799155 -0.0014322105120906296 0.00015892789136463155 -0.0023900157002651173 0.00017120481934398415 0.00051726578750863669 0.0019940321696384883 -3.2850121680990254e-05
leaf_weight=33 36 21 31 24 39 20 21 35 25 1589 27 20 20 30 196 28 24 22 25 21 84 24 55 24 24 23 20 79 26 475
leaf_count=33 36 21 31 24 39 20 21 35 25 1589 27 20 20 30 196 28 24 22 25 21 84 24 55 24 24 23 20 79 26 475
internal_value=0 -0.000201551 -0.000440983 -4.97663e-05 8.68987e-06 -0.000469355 1.12994e-06 -4.70723e-06 3.45003e-06 -2.66884e-06 5.15584e-05 2.24489e-05 4.04395e-05 5.81823e-05 2.98516e-05 5.36217e-06 0.000275241 -5.25689e-06 0.00129992 0.000176059 -0.000156732 0.000848039 -6.13758e-05 -0.000397332 -0.000902253 -0.00128238 -0.000703385 1.8325e-06 -5.65882e-05 7.23374e-05
internal_weight=0 129 96 75 2992 44 2956 2917 2882 2861 1272 1245 1225 1205 1175 1150 228 179 49 157 105 52 922 146 91 67 44 776 697 501
internal_count=3121 129 96 75 2992 44 2956 2917 2882 2861 1272 1245 1225 1205 1175 1150 228 179 49 157 105 52 922 146 91 67 44 776 697 501
is_linear=0
shrinkage=0.1


Tree=1615
num_leaves=31
num_cat=0
split_feature=402 402 15 132 400 16 133 16 52 42 15 401 12 1 1 3 43 13 2 12 15 130 40 1447 1447 481 4 481 128 128
split_gain=0.000614098 0.000741882 0.00078125 0.00351121 0.00688547 0.00167803 0.0027864 0.00300778 0.00308918 0.00278139 0.00162618 0.00183672 0.00333236 0.00270214 0.00638396 0.00430274 0.00394406 0.00299847 0.00381761 0.00221224 0.00116037 0.000882158 0.00194549 0.000859692 0.00132028 0.00125204 0.00243071 0.00187716 0.00111011 0.00200949
threshold=0.31278000000000006 0.13924000000000003 0.09116500000000001 -0.083284999999999984 -0.059294999999999994 -0.088909999999999989 -1.0000000180025095e-35 -0.065999999999999989 0.008405000000000001 0.090395000000000017 0.092715000000000006 -0.06959499999999999 0.096525000000000014 0.096575000000000008 0.094090000000000021 -0.069009999999999974 -1.0000000180025095e-35 -0.081224999999999978 0.089320000000000024 0.096525000000000014 0.10017500000000001 -0.22461999999999996 -0.15892999999999999 0.090670000000000014 1.0000000180025095e-35 -0.087424999999999989 -0.015624999999999998 -0.085749999999999979 0.11976500000000002 0.11059000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 -4 -5 9 7 -7 -9 20 -8 12 -12 14 16 -15 17 -13 -19 -20 -6 -1 -23 24 25 26 -24 -27 29 -29
right_child=-2 -3 3 4 5 6 10 8 -10 -11 11 13 -14 15 -16 -17 -18 18 19 -21 -22 22 23 -25 -26 27 -28 28 -30 -31
leaf_value=-0.00063731903513974475 0.00053894357018483181 -0.00046144247803437923 0.0011464612222381778 -0.0017679157969541848 -0.00023758773918962107 0.0015646739372108453 0.00083968036700613228 -0.00058125176636332823 0.0011143920307014404 -0.00093954789610708957 -0.00024644456166045178 -0.00079590704058150386 0.0014750558300875129 0.0016247671707311556 -0.0019878297008108347 -0.00015067291111709217 -0.0013167154985818674 0.0014602377342525872 -0.00048396700951390168 0.00062851510610374998 0.00075819732843559584 0.00096717827080283314 -0.0013287921422272036 -0.0006601620343558136 0.00077191622722672213 0.00081427997448136691 0.00017531984274021605 -2.2131173909848557e-05 0.00069968865289064569 -0.0010287279849580955
leaf_weight=23 21 35 31 20 25 29 26 22 21 36 23 27 22 21 20 39 22 25 39 33 22 20 21 21 21 27 22 2366 21 20
leaf_count=23 21 35 31 20 25 29 26 22 21 36 23 27 22 21 20 39 22 25 39 33 22 20 21 21 21 27 22 2366 21 20
internal_value=0 -3.65091e-06 1.57673e-06 0.000115519 4.78089e-05 0.000128151 0.000219532 0.000777642 0.000246853 -0.000278109 8.42322e-05 1.17538e-05 0.000595178 -0.000104415 -0.000312299 0.000470731 -8.2774e-05 0.000136151 0.00039559 2.59206e-05 0.000228524 -2.07937e-05 -1.52088e-05 -2.30086e-05 -1.76522e-05 -2.43462e-05 -0.000559246 -1.48964e-05 -2.41975e-05 -3.05687e-05
internal_weight=0 3100 3065 503 472 452 369 72 43 83 297 271 45 226 166 60 146 124 97 72 47 2562 2539 2519 2498 2477 43 2434 2407 2386
internal_count=3121 3100 3065 503 472 452 369 72 43 83 297 271 45 226 166 60 146 124 97 72 47 2562 2539 2519 2498 2477 43 2434 2407 2386
is_linear=0
shrinkage=0.1


Tree=1616
num_leaves=31
num_cat=0
split_feature=1203 132 4 393 1176 391 130 0 12 132 128 131 400 393 1210 1210 1208 1209 1209 15 0 1210 2 1209 403 403 51 51 51 1375
split_gain=0.00059853 0.00854256 0.00632793 0.000675524 0.00057876 0.000627966 0.000629828 0.00290841 0.00269682 0.00112275 0.00153756 0.000743384 0.00110949 0.000844762 0.000719755 0.00103617 0.000669898 0.00216567 0.000923655 0.00210457 0.00172384 0.000903457 0.00321691 0.00155006 0.00106867 0.00151672 0.000890395 0.00664599 0.00189501 0.0023014
threshold=0.089165000000000008 -0.083284999999999984 -0.079764999999999989 0.11170000000000001 0.085980000000000015 -0.077824999999999991 0.10923000000000001 -0.073309999999999986 0.10016000000000001 -0.41127499999999995 0.11738000000000001 0.13602500000000003 0.11517000000000001 0.098330000000000015 -0.42132499999999995 -0.14310999999999999 0.11846000000000001 0.10691500000000002 0.086895000000000014 0.085935000000000025 -0.084044999999999995 -0.078184999999999991 0.084755000000000011 -0.084629999999999997 -0.5341999999999999 -0.50388999999999984 0.087305000000000008 0.078435000000000019 0.08955500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 9 8 -8 -7 11 12 13 14 -11 -16 17 18 21 20 -20 22 -17 -23 -25 -26 27 -27 -28 -30
right_child=1 2 -4 -5 -6 6 7 -9 -10 10 -12 -13 -14 -15 15 16 -18 -19 19 -21 -22 23 -24 24 25 26 28 -29 29 -31
leaf_value=-0.00055167512356482423 0.0018990843010175487 -0.0018181884707883002 0.0003793584619798869 -0.00047932679308966422 0.00044213569409952598 0.00062410293833416858 -6.3961562506544104e-05 0.0005208518938161433 -0.0014702562335878612 0.00054414029279238705 -0.00083403870230540638 0.00049220953012756529 -0.00074233585386537012 0.00049333124438167685 -0.00062230420686925454 0.00028615368625011157 0.00056287744636869151 -0.0010408259363612162 -0.00061433403413199521 0.0011459281984412962 0.00059717857992560002 0.00077025813969577525 -0.0013640915714426055 -0.00057117061647163206 0.00082829250419639395 -7.7266532460546261e-06 0.0010375628766434437 -0.0013974633729750558 0.00014429115577803731 -0.00096083068245206955
leaf_weight=21 23 20 38 30 29 29 30 30 25 24 22 31 20 35 27 27 21 20 24 23 23 26 21 33 22 2044 22 35 326 20
leaf_count=21 23 20 38 30 29 29 30 30 25 24 22 31 20 35 27 27 21 20 24 23 23 26 21 33 22 2044 22 35 326 20
internal_value=0 0.000268281 -0.000378416 -7.14829e-06 -2.44219e-06 -6.76717e-06 -2.90127e-06 -0.000271173 -0.000703186 5.03024e-06 -1.27795e-06 5.20956e-06 -1.95736e-07 5.15688e-06 -1.08348e-06 -5.90491e-06 2.88902e-07 -4.14259e-06 3.69326e-06 0.000362106 -2.14662e-05 -6.04622e-06 -0.000435829 2.1142e-06 -5.86811e-06 1.68758e-06 -5.7441e-06 -3.11229e-05 0.000137632 8.04113e-05
internal_weight=0 81 58 3040 3010 2981 2960 85 55 2875 2846 2824 2793 2773 2738 2714 2687 2666 2646 70 47 2576 48 2528 2502 2469 2447 2079 368 346
internal_count=3121 81 58 3040 3010 2981 2960 85 55 2875 2846 2824 2793 2773 2738 2714 2687 2666 2646 70 47 2576 48 2528 2502 2469 2447 2079 368 346
is_linear=0
shrinkage=0.1


Tree=1617
num_leaves=31
num_cat=0
split_feature=132 1203 1203 1200 3 1213 131 15 13 16 51 1429 472 124 15 47 13 45 11 33 31 2 13 1 0 0 133 12 15 1
split_gain=0.000654167 0.00298012 0.00139375 0.00113374 0.00112714 0.00109632 0.00160331 0.00239663 0.00238024 0.00196846 0.00193768 0.000666715 0.00133626 0.000635137 0.00246812 0.00102666 0.00160082 0.000861283 0.00231982 0.00133219 0.00287512 0.00125095 0.00317797 0.00448984 0.00608319 0.000998403 0.00159463 0.000925722 0.00220482 0.00222202
threshold=-0.083174999999999985 0.089005000000000015 0.088155000000000011 0.090100000000000013 -0.087319999999999995 0.087020000000000014 -0.076979999999999979 0.084370000000000014 -0.0082249999999999979 -0.090344999999999995 -0.0057349999999999996 -0.23752499999999996 -0.15279499999999999 0.091025000000000009 -0.093959999999999988 0.12958500000000003 -0.081029999999999977 0.094030000000000016 -0.072629999999999986 0.085305000000000006 -0.051829999999999994 -0.0050599999999999994 -0.088319999999999996 0.093400000000000025 -0.068944999999999992 0.0059850000000000016 0.086990000000000012 -0.083994999999999986 -0.26481999999999994 0.10684
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 11 4 -4 6 -1 9 -9 -8 -11 -2 -13 15 -15 17 -17 18 -14 21 -21 22 -20 -24 -25 -26 -27 28 -23 -30
right_child=2 -3 3 -5 -6 -7 7 8 -10 10 -12 12 13 14 -16 16 -18 -19 19 20 -22 27 23 24 25 26 -28 -29 29 -31
leaf_value=0.00049928455863504069 -0.00057364337844774134 -0.0011500774287722178 0.00022167014013457052 -0.00012700558069374655 0.0011916788276284934 0.00061930565608908303 -0.00058445984328555473 -0.00020766833991868995 -0.001639075451142465 -0.0004137594602070749 0.00080228032495238276 0.00063836976822296328 0.0010729295425699092 -0.0011725501387402238 0.00028503979668200303 -0.00034720064883003943 0.00072804417280066349 -0.00064293462561354747 0.0012671184730371115 0.00022204705746844413 -0.001434584566159174 -0.00092546310074426033 -0.0012989073584321886 0.0018029307801043616 -0.00061262775980867445 0.00074993922101819651 -0.00047097475500777362 5.2152660247926495e-07 -0.00034332941828324693 0.00057726901991722677
leaf_weight=34 20 27 23 23 25 23 33 26 21 20 38 33 20 21 26 20 45 21 27 22 20 37 20 22 25 23 20 2287 80 39
leaf_count=34 20 27 23 23 25 23 33 26 21 20 38 33 20 21 26 20 45 21 27 22 20 37 20 22 25 23 20 2287 80 39
internal_value=0 -0.000165442 1.26692e-05 0.000450271 0.000726883 -2.91075e-05 -0.000115814 -0.00026736 -0.000847233 3.2135e-05 0.000382956 1.68274e-06 5.7805e-06 -1.74218e-06 -0.000366224 4.53738e-06 0.0003972 -5.04695e-06 2.332e-08 -8.16056e-06 -0.000566825 9.33983e-07 0.000294978 5.63613e-05 0.000357532 -0.000110097 0.000182072 -1.55556e-05 -0.00025125 -4.16207e-05
internal_weight=0 222 2899 71 48 195 172 138 47 91 58 2828 2808 2775 47 2728 65 2663 2642 2622 42 2580 137 110 90 68 43 2443 156 119
internal_count=3121 222 2899 71 48 195 172 138 47 91 58 2828 2808 2775 47 2728 65 2663 2642 2622 42 2580 137 110 90 68 43 2443 156 119
is_linear=0
shrinkage=0.1


Tree=1618
num_leaves=31
num_cat=0
split_feature=156 475 11 0 155 155 33 52 1429 157 3 12 42 15 15 130 130 133 1 157 16 16 3 52 51 483 1 1456 158 2
split_gain=0.000631146 0.00167952 0.000740687 0.00375312 0.00234084 0.000877603 0.000703285 0.000759025 0.00210353 0.00215863 0.00211876 0.00426685 0.00352068 0.00540194 0.00378004 0.00129424 0.0017558 0.0012657 0.00184399 0.00218118 0.00102793 0.00666775 0.00222634 0.00190412 0.00184338 0.0010901 0.00160001 0.00261994 0.00110364 0.00253061
threshold=0.3248100000000001 0.12365000000000002 0.090920000000000015 0.024095000000000002 0.12509500000000004 0.104145 -0.018454999999999996 -0.19683499999999995 -0.067934999999999982 0.00087500000000000013 -0.094874999999999987 0.088305000000000008 -0.018024999999999996 -0.055554999999999993 -0.085834999999999981 -0.22461999999999996 -0.13392499999999996 0.087625000000000022 0.10752500000000002 -0.082009999999999986 0.26799500000000004 0.19444000000000003 0.084940000000000015 -0.069804999999999992 -0.14283999999999999 -0.096724999999999992 0.091535000000000019 0.055170000000000004 0.10394000000000002 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 8 -8 10 11 -10 13 -12 -14 -9 -17 18 19 -16 21 24 23 -22 -18 26 27 -26 -27 -30
right_child=-2 -3 3 -5 -6 -7 7 15 9 -11 12 -13 14 -15 17 16 20 -19 -20 -21 22 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=0.0005652413835791363 -0.00052190923698894364 0.00074846676696324729 0.00017410453324290839 -0.001265489877443071 0.00078458961001352269 -0.00041249289152591915 -0.00083096569636836653 -0.00070771279236025834 -0.00012292336771049751 0.0010974427951553551 -0.0019579204131982158 0.0017935650844481728 0.001372710639327579 0.0002382486272836104 0.00028818924096412956 0.00082222458918113257 -0.00080608768041891949 0.00054353502606924555 0.00047712317923119725 -0.001020925419870764 -0.00079657240072265271 -0.0015388791256680573 0.0011384192742601349 0.00040889089118297168 0.0014092311882413925 -9.2965820155237249e-07 -0.00038090173258751745 -1.144498754810128e-05 0.00028068805745200867 -0.00072560637186143146
leaf_weight=22 23 30 55 27 38 52 20 27 26 26 21 21 24 24 20 25 29 30 26 35 20 29 24 38 25 2232 20 27 41 64
leaf_count=22 23 30 55 27 38 52 20 27 26 26 21 21 24 24 20 25 29 30 26 35 20 29 24 38 25 2232 20 27 41 64
internal_value=0 3.87474e-06 -3.40615e-06 -0.000299908 4.73624e-06 -5.31614e-06 1.99504e-06 -2.31651e-06 0.000156309 0.000234355 0.000135499 0.00073338 -2.06148e-05 -0.00078663 0.000234724 -1.89658e-05 -1.17412e-05 -1.13275e-05 -0.000216832 -0.000544884 -1.99205e-05 -3.14981e-05 0.000328396 -6.78611e-06 -1.35678e-05 -4.02734e-06 0.000379218 0.000671572 -1.58347e-05 -0.000332672
internal_weight=0 3098 3068 82 2986 2948 2896 2874 273 253 227 47 180 45 135 2601 2574 111 81 55 2549 2467 82 58 2438 2409 72 52 2337 105
internal_count=3121 3098 3068 82 2986 2948 2896 2874 273 253 227 47 180 45 135 2601 2574 111 81 55 2549 2467 82 58 2438 2409 72 52 2337 105
is_linear=0
shrinkage=0.1


Tree=1619
num_leaves=31
num_cat=0
split_feature=399 132 43 1203 132 393 131 130 130 402 129 12 12 3 2 13 128 47 3 402 402 130 12 49 399 399 401 42 0 1213
split_gain=0.000546501 0.00141348 0.00138517 0.000689919 0.00594762 0.00148688 0.000851481 0.000946446 0.00125237 0.000905547 0.000790967 0.00174358 0.00263319 0.00158073 0.0014412 0.00144809 0.00104539 0.00249696 0.00285822 0.00105864 0.002323 0.000998678 0.0021504 0.00354915 0.000962174 0.00114032 0.000872479 0.0032386 0.00241731 0.00117255
threshold=-0.065739999999999979 -0.019049999999999997 -0.069134999999999988 0.089005000000000015 -0.083284999999999984 0.12069000000000002 0.13857500000000003 0.12680500000000003 0.11417500000000001 0.31278000000000006 0.091700000000000018 0.10266500000000002 0.090165000000000009 -0.085274999999999976 0.090310000000000015 -0.010739999999999998 0.090375000000000025 0.10323000000000002 -0.094299999999999981 0.13924000000000003 0.12629000000000004 0.096010000000000012 0.090695000000000012 0.09567500000000001 0.090310000000000015 0.088190000000000018 0.10192000000000001 0.089810000000000015 -0.085544999999999982 -0.30202499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 8 9 10 16 12 14 -14 15 -12 19 18 -18 20 21 24 -23 -24 25 26 29 28 -28 -2
right_child=3 2 -4 4 -6 -7 -8 -9 -10 -11 11 -13 13 -15 -16 -17 17 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0003175020101480186 0.00073638132058217055 6.476394191849977e-05 0.0012416953957290391 0.00080722706093776817 -0.0013810935688929426 0.0008594276150688529 -0.0006559827033197508 0.00050832000011319497 -0.00057045164949391994 0.00067058610846288508 0.0002497050096280873 -0.00053162388358032333 0.0016801296967605594 0.00042285912378702049 0.00061589443776756533 -0.0009536613264936023 0.00013159876007530667 0.00059263103175908336 -0.0012068621873951111 -0.00061648254112307247 0.0009809966965500887 0.0012402234447654338 0.00078998414863800173 -0.00081902182875917518 -0.00060096760103728493 0.00066049479873618111 0.00095187277149220571 -0.0012084850036314623 -0.00045690492885929921 -1.414423893704621e-05
leaf_weight=24 21 20 20 23 27 20 20 36 39 20 20 24 20 20 25 20 27 21 39 28 24 20 29 26 28 25 21 28 29 2377
leaf_count=24 21 20 20 23 27 20 20 36 39 20 20 24 20 20 25 20 27 21 39 28 24 20 29 26 28 25 21 28 29 2377
internal_value=0 0.000289205 0.00065323 -6.05468e-06 -0.000374466 7.12145e-08 -5.68276e-06 -1.29921e-06 -7.55861e-06 3.22746e-08 -4.63732e-06 0.000237357 0.000413124 0.00105149 2.02805e-05 -0.000351978 -1.6018e-05 -0.000357117 -0.00065931 -4.84496e-06 1.67173e-06 -7.35431e-06 0.000352259 2.93631e-05 -1.8019e-05 -1.14926e-05 -1.82776e-05 -0.000347417 0.000134782 -7.57166e-06
internal_weight=0 64 40 3057 50 3007 2987 2967 2931 2892 2872 129 105 40 65 40 2743 87 66 2656 2628 2604 75 55 2529 2501 2476 78 50 2398
internal_count=3121 64 40 3057 50 3007 2987 2967 2931 2892 2872 129 105 40 65 40 2743 87 66 2656 2628 2604 75 55 2529 2501 2476 78 50 2398
is_linear=0
shrinkage=0.1


Tree=1620
num_leaves=31
num_cat=0
split_feature=1203 132 1204 393 484 484 150 151 482 16 482 2 2 16 160 13 12 1447 1447 1447 481 484 52 1428 473 157 1420 1429 52 156
split_gain=0.000542445 0.00725437 0.00580779 0.000721592 0.000550064 0.00395238 0.00271803 0.00315109 0.00219952 0.00426042 0.00291121 0.004962 0.00365015 0.00140469 0.00281433 0.00174469 0.00200863 0.000885678 0.00784434 0.00459691 0.00345071 0.00325127 0.00121893 0.00102665 0.00193867 0.00109314 0.00129248 0.00200573 0.00109044 0.00237168
threshold=0.089165000000000008 -0.083284999999999984 -0.080654999999999991 0.11170000000000001 0.085845000000000019 0.085435000000000025 0.10874500000000002 -0.14827999999999997 0.098465000000000011 0.066275000000000014 0.088770000000000002 0.11362000000000001 0.10252500000000002 -0.0048099999999999992 -0.085834999999999981 -0.085384999999999975 0.08401500000000002 -0.086279999999999982 -0.085684999999999997 -0.08477999999999998 -0.086219999999999977 -0.081614999999999979 0.11639500000000001 -0.071779999999999997 -0.072684999999999986 0.42235000000000006 -0.08341999999999998 -0.090064999999999992 -0.54906499999999991 0.10541000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 17 7 -6 10 -10 11 12 13 15 -15 -9 -17 20 -19 -20 -1 -22 -23 -21 -25 26 -26 -28 29 -29
right_child=1 2 -4 -5 6 -7 -8 8 9 -11 -12 -13 -14 14 -16 16 -18 18 19 23 21 22 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.0012859507257906863 0.0017582244123332204 -0.001668802876901325 0.00041333240585879902 -0.00049481850233860317 -0.0011793337595008781 -0.0012435362616088242 0.0010635439938466464 0.0005358354634154239 -0.0014694542212682991 0.00045530841402385554 0.0012469460238487674 -0.0010397993677836513 0.0016056683578062802 0.0015110467766862711 -2.0382710887740058e-05 -0.0010657934544142337 9.4520112019676463e-05 0.001931224177644167 -0.0015195420797681437 -0.00071113884368969595 0.001102996710549286 6.4022461167321756e-05 -0.00096031437251007279 0.00098879505472723402 0.00072178780427202592 -0.00071813335054598398 -0.00089201775612309572 -0.00010443653319836468 -2.7520080271294127e-06 0.001128201470365403
leaf_weight=26 23 21 37 30 20 26 28 32 23 23 26 31 20 20 30 25 37 21 20 20 21 26 21 20 25 21 25 37 2359 27
leaf_count=26 23 21 37 30 20 26 28 32 23 23 26 31 20 20 30 25 37 21 20 20 21 26 21 20 25 21 25 37 2359 27
internal_value=0 0.000255402 -0.000340544 -6.80512e-06 -1.9412e-06 -1.65562e-05 0.000123098 3.13476e-05 0.000122035 -0.000507073 0.000252981 0.000120452 0.000339768 0.000163949 0.000592189 -6.38389e-05 -0.000373348 -4.60362e-06 6.40262e-06 -9.42403e-06 -0.000306104 6.85428e-05 -0.00039366 2.49482e-06 8.1721e-06 3.08241e-07 6.40904e-06 -8.96709e-07 8.29769e-06 0.000415583
internal_weight=0 81 58 3040 3010 2695 315 287 267 46 221 195 164 144 50 94 62 2669 2575 2554 94 68 47 2534 2514 2494 2473 2448 2423 64
internal_count=3121 81 58 3040 3010 2695 315 287 267 46 221 195 164 144 50 94 62 2669 2575 2554 94 68 47 2534 2514 2494 2473 2448 2423 64
is_linear=0
shrinkage=0.1


Tree=1621
num_leaves=31
num_cat=0
split_feature=132 1203 1203 2 52 3 42 2 130 1200 3 12 133 43 51 2 12 133 12 16 42 0 13 0 51 2 2 52 43 43
split_gain=0.000611746 0.00354037 0.00144747 0.00114502 0.00211906 0.00203231 0.00310359 0.00237421 0.00122663 0.000989111 0.000917208 0.000682414 0.000634304 0.000718177 0.00583465 0.00230464 0.00202441 0.00330283 0.00241827 0.00275568 0.00185504 0.00100758 0.00510264 0.00243807 0.00222257 0.00260996 0.00421681 0.00184374 0.00146537 0.00200504
threshold=-0.083174999999999985 0.089005000000000015 0.088155000000000011 0.088665000000000008 0.08709500000000002 -0.080564999999999984 -0.062154999999999995 0.10188000000000001 0.0029050000000000005 0.090100000000000013 -0.087319999999999995 0.087925000000000017 -0.51151499999999983 0.084740000000000024 0.081440000000000026 0.11585500000000001 0.091325000000000003 -0.083244999999999986 0.086210000000000023 -0.25582999999999995 0.10194000000000002 0.10455500000000001 -0.053889999999999993 0.056435000000000006 0.088210000000000011 0.10882500000000002 0.093175000000000022 -0.56022499999999986 0.066275000000000014 0.062770000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 8 -5 -7 -8 11 10 -4 -1 -2 21 15 16 18 -18 19 -15 -17 23 -23 28 25 26 -24 -28 29 -14
right_child=2 -3 9 5 -6 6 7 -9 -10 -11 -12 -13 13 14 -16 20 17 -19 -20 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00019289705655648419 0.00051296412711963055 -0.0012331936215222985 0.00026083188194720802 0.0010590774121026145 -0.00093166073333592189 0.00086339312966447323 -0.0013365650724153967 0.00013868231326341629 0.00064094093783448151 -8.0992883506595452e-05 0.0011358572859317066 -0.00056717210940809718 1.4206448609060679e-05 -0.00032567003271887423 -0.001763160289417664 -0.0013299669185653331 -0.00011953792210468756 0.0016337625032809393 -0.00080087083755141317 0.0011820439212235877 3.2032287563197315e-05 -0.0017298043003393104 -0.00089843660220503818 0.00092075793668541903 0.00090378097427839589 -0.00098540587214908273 3.2567832386121152e-05 0.0013453888403170784 0.00077545820409432057 -0.00099120282684452845
leaf_weight=21 24 27 23 23 31 25 20 24 24 23 25 27 2407 27 21 20 21 22 29 22 20 20 25 30 22 30 20 23 25 20
leaf_count=21 24 27 23 23 31 25 20 24 24 23 25 27 2407 27 21 20 21 22 29 22 20 20 25 30 22 30 20 23 25 20
internal_value=0 -0.000159988 1.22516e-05 -1.13899e-05 -0.000240405 0.000245007 -2.63492e-05 -0.000531885 5.72191e-05 0.000458207 0.000716574 -0.000234642 1.05535e-06 -3.32618e-06 -0.000195417 9.07085e-06 0.000226604 0.0007775 -7.70946e-05 0.000351263 -0.000648967 1.00074e-05 -0.000251005 2.47301e-05 -4.53842e-06 -0.000208447 0.000134329 0.000734774 1.37673e-05 5.92125e-06
internal_weight=0 222 2899 195 103 92 69 44 72 71 48 48 2828 2804 182 161 121 43 78 49 40 2622 140 2482 120 98 68 43 2452 2427
internal_count=3121 222 2899 195 103 92 69 44 72 71 48 48 2828 2804 182 161 121 43 78 49 40 2622 140 2482 120 98 68 43 2452 2427
is_linear=0
shrinkage=0.1


Tree=1622
num_leaves=31
num_cat=0
split_feature=1213 403 42 403 401 401 402 4 402 13 403 401 12 133 402 15 132 133 15 15 43 13 402 1211 132 42 133 42 160 12
split_gain=0.000589976 0.000586966 0.00167296 0.000824352 0.000722148 0.00166522 0.00125871 0.00334013 0.00080171 0.00372576 0.0078173 0.00425685 0.00223729 0.00197908 0.00128902 0.000644167 0.00532338 0.00560235 0.00901658 0.00232966 0.00229144 0.0046795 0.00350088 0.0021244 0.00161613 0.00153253 0.00349527 0.00393079 0.0032802 0.00253537
threshold=0.51370000000000016 0.50894000000000006 -0.0060199999999999993 0.4024950000000001 0.12006000000000001 0.11336 0.11174500000000002 -0.080584999999999976 0.088375000000000023 -0.085744999999999988 -0.085444999999999979 0.086810000000000012 0.087215000000000015 -0.089569999999999983 0.087195000000000009 0.09116500000000001 -0.083284999999999984 -0.017654999999999997 0.095175000000000023 0.091915000000000011 0.055925000000000009 -0.068269999999999983 -0.21459499999999998 0.10809000000000001 0.090440000000000006 0.094525000000000012 0.093615000000000018 0.090090000000000017 -0.4136149999999999 0.094070000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 8 -8 14 11 -11 -10 -12 -14 15 23 -17 18 -18 -19 22 -22 -21 -1 25 26 27 28 -24 -27
right_child=-2 2 -4 -5 -6 -7 7 -9 9 10 12 -13 13 -15 -16 16 17 19 -20 20 21 -23 24 -25 -26 29 -28 -29 -30 -31
leaf_value=-1.606138932756028e-05 0.00054138484760187563 -0.0010560234056902118 9.6593912167008974e-05 0.00049194377651848992 -0.00051807024843852835 0.00086822953255085106 0.00022199112614284139 -0.001424563120235689 -0.0014512170745244173 0.0018477318850769241 -0.00063107923710958858 0.00026812771199426303 0.001083028800591516 -0.000246268575470562 -0.00078998541492702719 0.0014671276499711894 -0.002619834993965924 0.0011006719393966099 0.00018155070224397439 -0.0012101020648792064 0.0018485751086917022 -7.2539312168373729e-05 -0.0012212837033945582 -0.00105125906135072 -0.00079202496330253779 -0.0011233809914715082 0.0014381810025952291 0.0010710884702241268 0.0001248522892488194 0.00010945519682971518
leaf_weight=2252 20 20 34 34 27 22 28 22 24 33 32 36 24 21 21 27 20 24 27 23 21 32 23 20 20 22 24 34 85 69
leaf_count=2252 20 20 34 34 27 22 28 22 24 33 32 36 24 21 21 27 20 24 27 23 21 32 23 20 20 22 24 34 85 69
internal_value=0 -3.49169e-06 -0.000330301 2.30015e-06 -3.2252e-06 1.43013e-06 -5.00361e-06 -0.000502493 3.53258e-06 0.000214265 0.000560015 -0.00041961 8.13657e-06 0.00046269 -9.523e-06 -3.50401e-06 0.000105663 1.8966e-05 -0.00101053 0.000147311 8.24937e-05 0.000688657 -2.45952e-05 -2.5174e-05 7.38404e-05 0.000141223 0.000322026 0.00013338 -0.000161825 -0.000188593
internal_weight=0 3101 54 3047 3013 2986 2964 50 2914 170 110 60 77 45 2744 2723 451 424 47 377 353 53 300 2272 277 257 166 142 108 91
internal_count=3121 3101 54 3047 3013 2986 2964 50 2914 170 110 60 77 45 2744 2723 451 424 47 377 353 53 300 2272 277 257 166 142 108 91
is_linear=0
shrinkage=0.1


Tree=1623
num_leaves=31
num_cat=0
split_feature=33 471 471 11 11 0 1420 156 471 471 1427 474 51 155 1429 475 2 156 1371 151 448 447 52 42 3 15 3 12 49 9
split_gain=0.000542178 0.000544699 0.000906005 0.000982492 0.00257364 0.0025353 0.000916362 0.000985024 0.000907671 0.00145677 0.000945247 0.00281699 0.00182012 0.00120382 0.00130063 0.000939726 0.00500359 0.00536167 0.00266141 0.0013704 0.000956959 0.00119593 0.0012895 0.00237529 0.00312094 0.00321797 0.00194061 0.00271707 0.00227157 0.00134204
threshold=-0.018454999999999996 0.10693500000000002 0.094575000000000006 0.094350000000000003 0.089270000000000002 0.12113000000000002 -0.086219999999999977 -0.092624999999999985 0.089570000000000025 0.085550000000000015 0.078535000000000008 0.088290000000000021 -0.067899999999999974 0.12509500000000004 -0.13895999999999997 -0.085774999999999976 0.086950000000000013 0.08759500000000002 0.083235000000000017 -0.5145249999999999 -0.087489999999999984 0.094580000000000011 -0.19683499999999995 -0.10071499999999999 -0.078244999999999995 -0.059484999999999989 0.0041950000000000008 0.097575000000000009 0.097940000000000013 0.092235000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 -8 9 10 13 -12 -13 14 -9 16 -16 -18 19 -17 -21 22 23 -22 25 -25 27 -26 -29 -24
right_child=1 -3 -4 5 -6 -7 7 8 -10 -11 11 12 -14 -15 15 18 17 -19 -20 20 21 -23 29 24 26 -27 -28 28 -30 -31
leaf_value=0.00046382524818181989 0.0006545410476281264 0.00050381871988065547 -0.00061922111223490603 -4.7594370866695852e-05 -0.0011146557207948285 0.0011778357923030855 -0.00067501540348034316 0.00078137338333319692 -0.00060331600776407878 0.00079451247609382413 -0.001274314423537125 0.00063556476200644224 -0.00061614309781275343 0.00060497076501082067 0.00069621093425666916 -0.00064008149493020037 -0.000129337676275426 -0.0020544209396061693 0.00085636312982791834 -0.00067332650845249498 -0.00054737240134272724 -0.00061283562212221089 -1.9527457425886883e-05 0.0014916067245977526 -0.0010429337747186295 0.00026868808514943037 0.00057100154546787965 -0.00050457250188282209 0.0009845485645928419 0.00064293064116950963
leaf_weight=25 21 21 24 52 21 25 22 21 25 23 23 26 21 33 32 34 39 23 36 21 33 31 2261 39 29 48 40 21 20 31
leaf_count=25 21 21 24 52 21 25 22 21 25 23 23 26 21 33 32 34 39 23 36 21 33 31 2261 39 29 48 40 21 20 31
internal_value=0 -3.74536e-06 -7.21165e-06 -2.39741e-06 -1.15284e-05 0.000350273 -3.68362e-06 -8.39805e-06 -3.35833e-06 1.84061e-06 -4.52957e-06 -0.000367479 7.6291e-05 4.57017e-06 -2.61113e-06 -8.62416e-06 -0.000319331 -0.000843481 2.42214e-06 -9.36539e-06 -1.03425e-06 4.49577e-06 1.20839e-05 0.00023781 0.000369338 0.000816893 1.5363e-05 -0.000302145 0.000221828 -1.05675e-05
internal_weight=0 3096 3075 3051 2974 77 2953 2932 2910 2885 2862 70 47 2792 2759 2738 94 62 2644 2608 2574 2553 2522 230 197 87 110 70 41 2292
internal_count=3121 3096 3075 3051 2974 77 2953 2932 2910 2885 2862 70 47 2792 2759 2738 94 62 2644 2608 2574 2553 2522 230 197 87 110 70 41 2292
is_linear=0
shrinkage=0.1


Tree=1624
num_leaves=31
num_cat=0
split_feature=156 474 471 1427 471 1452 4 4 1453 156 1454 1454 16 158 52 1456 12 2 1455 160 1447 1456 403 480 158 0 1 50 15 157
split_gain=0.000527637 0.00144512 0.000859942 0.000624647 0.000724541 0.000780489 0.00283945 0.00325573 0.00103375 0.000764308 0.00116427 0.00159851 0.00189196 0.00156627 0.00116773 0.00160853 0.00425194 0.00330644 0.00187386 0.00111136 0.00259409 0.00171629 0.00478343 0.00411568 0.00117897 0.00259052 0.00138662 0.00139454 0.00534623 0.00180709
threshold=0.3248100000000001 0.11568500000000002 0.10338500000000002 0.096390000000000017 0.09074500000000002 0.093985000000000013 -0.053309999999999989 0.038415000000000012 0.08154500000000002 -0.092624999999999985 0.11807500000000003 0.096235000000000015 -0.021269999999999997 0.13634500000000002 0.5140450000000002 -0.090954999999999994 0.083815000000000014 0.088665000000000008 -0.076939999999999995 -0.54913999999999985 0.022105000000000003 0.091180000000000011 -0.56738999999999995 0.086995000000000017 0.10667500000000002 -0.070889999999999995 0.16175000000000003 -0.13200999999999999 -0.093959999999999988 0.42235000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -7 -8 9 -1 11 13 -13 14 15 16 -11 -18 -17 -20 21 22 -21 -23 26 -26 27 28 -24 -29
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 10 -12 12 -14 -15 -16 18 17 -19 19 20 -22 23 24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.00059899156275648811 -0.00047719674792302694 0.00066175936605731938 -0.00064126707151271637 -0.00054265066449131288 0.00049362675927113744 0.00063153376359401765 -0.0015478859515860677 0.00012009688891174103 0.00066111843625549227 0.00067448540191565251 0.00076681617007125181 4.4131682476621462e-05 -0.0012828631291215841 0.00089221361908130346 0.00047822781365111422 0.0007561145435002717 -0.0019218604580435732 -0.00018811988041058861 0.00060307650788066301 -0.0014146647513067971 -0.00091838818156130377 0.001565039395089353 -0.00065761370788095528 -0.00025533227793251477 4.8131878663428201e-05 -0.0010912734299762957 0.00080709668850018231 7.541648565162653e-06 0.0015359243467682974 -0.00090302806612188851
leaf_weight=21 23 33 21 21 30 21 25 22 24 21 20 22 21 20 51 33 22 22 30 24 31 23 20 27 56 31 22 2337 25 22
leaf_count=21 23 33 21 21 30 21 25 22 24 21 20 22 21 20 51 33 22 22 30 24 31 23 20 27 56 31 22 2337 25 22
internal_value=0 3.54278e-06 -3.54406e-06 8.55476e-07 4.63107e-06 -2.7032e-07 -0.000335188 -0.000767128 7.51581e-06 2.10855e-06 6.49157e-06 1.17461e-06 -0.000603936 1.04113e-05 4.10595e-06 -4.69966e-06 -0.000496237 -0.00105499 7.2175e-06 -2.11544e-06 -9.05041e-06 1.84618e-06 -9.58844e-06 0.000582039 3.83052e-06 -0.000357863 1.68014e-05 9.56907e-06 0.000561019 -9.50311e-07
internal_weight=0 3098 3065 3044 3023 2993 68 47 2925 2901 2880 2860 43 2817 2797 2746 65 44 2681 2648 2618 2587 2537 50 2513 87 2426 2404 45 2359
internal_count=3121 3098 3065 3044 3023 2993 68 47 2925 2901 2880 2860 43 2817 2797 2746 65 44 2681 2648 2618 2587 2537 50 2513 87 2426 2404 45 2359
is_linear=0
shrinkage=0.1


Tree=1625
num_leaves=31
num_cat=0
split_feature=132 1203 1203 1203 132 16 13 399 42 132 131 132 128 38 1429 472 0 2 3 155 13 0 3 1426 1429 133 155 155 13 133
split_gain=0.000539306 0.00341897 0.00198857 0.00239152 0.00122088 0.00101019 0.00191102 0.00239144 0.00164445 0.00120131 0.000662438 0.00149727 0.000855293 0.00139153 0.00063549 0.00129838 0.000772267 0.00388478 0.00290661 0.00214906 0.0020412 0.00168328 0.00242837 0.00103178 0.00128695 0.0020325 0.00106793 0.000836309 0.000853544 0.0039925
threshold=-0.083449999999999983 0.089005000000000015 0.089480000000000018 0.10250500000000001 -0.085099999999999981 -0.071854999999999988 0.054800000000000008 0.086815000000000017 -0.046564999999999995 -0.41127499999999995 0.13602500000000003 -0.030684999999999994 0.11876500000000001 0.10914000000000001 -0.23752499999999996 -0.15279499999999999 0.10455500000000001 0.11474000000000002 -0.045649999999999989 0.11562500000000002 0.084330000000000016 0.047850000000000011 0.084940000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085520000000000013 0.11245500000000001 0.099270000000000011 -0.084154999999999994 0.11269500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 5 6 7 -1 -9 -7 11 -2 13 14 -13 -16 21 18 19 20 -18 23 -23 -17 25 -25 27 28 29 -26
right_child=2 -3 3 -5 -6 9 -8 8 -10 -11 -12 12 -14 -15 15 16 17 -19 -20 -21 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.00071081173955462879 -0.00082751478184945888 -0.0012777395039544597 0.0014433423866562192 0.00010723754585833868 0.00070778722320461558 0.00079664909382067299 -0.0011147669932556298 -0.00096497548330607352 7.470959317288362e-05 -0.00011901545124266321 0.00043828310068313249 -0.00055963167003937999 0.0006079908055455789 -0.00079648767568869523 0.00062956818040799014 -0.00055765983239380705 4.0026305503358477e-05 -0.0015209468656394165 -0.00078688843504470948 -0.00047900137045265483 0.0012370487339874925 -0.00015953503012685266 0.0010778761152843281 0.00097476899426317579 -5.2426279103696456e-05 -0.0003027904126793146 0.00065823578770505273 -0.00051995147523484773 3.8067730316880999e-05 -0.0014496780056062909
leaf_weight=27 22 24 21 37 21 23 22 29 32 38 34 20 23 22 33 33 28 20 34 24 29 29 35 33 781 20 24 32 1550 21
leaf_count=27 22 24 21 37 21 23 22 29 32 38 34 20 23 22 33 33 28 20 34 24 29 29 35 33 781 20 24 32 1550 21
internal_value=0 -0.000152446 1.13351e-05 0.000591 -1.17847e-05 -0.000100153 -0.00028115 -7.27462e-05 -0.000419567 0.000226235 -4.74035e-07 -5.77718e-06 7.00152e-07 -4.34598e-06 2.00039e-06 6.12095e-06 -1.51877e-06 -0.000234622 -1.09138e-05 0.000314804 0.000649038 1.07834e-05 0.000517174 -2.21138e-06 5.23673e-06 0.000492671 -5.49168e-06 -1.21735e-05 -5.26496e-06 -8.90127e-05
internal_weight=0 216 2905 58 192 171 110 88 61 61 2847 2813 2791 2768 2746 2726 2693 135 115 81 57 2558 64 2494 2461 53 2408 2384 2352 802
internal_count=3121 216 2905 58 192 171 110 88 61 61 2847 2813 2791 2768 2746 2726 2693 135 115 81 57 2558 64 2494 2461 53 2408 2384 2352 802
is_linear=0
shrinkage=0.1


Tree=1626
num_leaves=31
num_cat=0
split_feature=156 1429 1424 1428 1419 157 154 1428 471 1420 0 15 447 147 160 158 42 42 42 42 133 1371 13 52 16 13 133 0 1 1
split_gain=0.000550133 0.00130867 0.000683885 0.000867487 0.000652402 0.00101431 0.000627622 0.00112332 0.00121532 0.00191071 0.000780153 0.00381236 0.000981593 0.000993652 0.000744885 0.00118605 0.000689192 0.00407265 0.00279885 0.0084068 0.00604639 0.0036118 0.0036105 0.00698259 0.00209383 0.00204633 0.00356906 0.00198263 0.00205392 0.0127532
threshold=0.3248100000000001 -0.15673999999999996 1.0000000180025095e-35 0.094820000000000015 0.090190000000000006 -0.063304999999999986 0.084190000000000001 -0.020064999999999996 0.088635000000000005 -0.073999999999999996 -0.24955499999999997 -0.055554999999999993 0.094580000000000011 0.10271500000000001 0.51752500000000012 0.13769500000000004 0.085730000000000015 0.086135000000000003 0.083995000000000014 0.083715000000000026 0.088385000000000005 0.081810000000000008 -0.085744999999999988 -0.085264999999999994 -0.0083599999999999976 -0.094514999999999988 0.084760000000000016 0.18019500000000002 0.09202500000000001 0.094220000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -3 10 -10 11 -9 13 14 15 16 18 -18 19 21 22 27 23 -20 -24 -25 -27 28 -12 -30
right_child=-2 2 -4 -5 5 -7 -8 8 9 -11 12 -13 -14 -15 -16 -17 17 -19 20 -21 -22 -23 24 25 -26 26 -28 -29 29 -31
leaf_value=0.00062060831247329 -0.00048726341034204744 -0.00059115144613315358 -0.00052411489654332396 0.00059988680586684504 0.00013492401838967845 -0.00080779883952345703 0.00053421556526287036 -0.00040948025282257455 -0.00017105534013050301 0.0010448910530093209 -9.9290851273589901e-05 0.0014020663187173862 -0.00066148077097275991 0.00066389167715731839 0.00045435619472032965 -0.00074789202428126537 0.0012416083976859228 1.9630301595090106e-05 -0.0022369456000160427 0.0014399799467542042 -0.002075969401630573 -0.0013498360277264425 -0.00029608274666315993 0.00070680440957879742 0.0010435857962615305 -0.0015042623766930775 0.00022033040722211204 -0.0010172872536350042 0.0022269682556465601 2.4399384436587437e-05
leaf_weight=34 23 32 25 24 21 25 22 26 24 28 938 21 23 22 34 22 28 1052 20 39 20 21 20 21 28 20 30 20 28 430
leaf_count=34 23 32 25 24 21 25 22 26 24 28 938 21 23 22 34 22 28 1052 20 39 20 21 20 21 28 20 30 20 28 430
internal_value=0 3.61751e-06 -3.22899e-06 1.05602e-06 -3.71079e-06 -0.000377425 2.07933e-06 -1.89318e-06 4.57552e-06 0.000483685 -4.12644e-06 0.000399934 -1.08703e-05 -5.51265e-06 -1.08273e-05 -1.6606e-05 -1.06803e-05 5.13112e-05 -5.16288e-05 -8.68635e-06 -0.000450264 -4.8003e-05 -0.00021635 -0.000586498 0.000485391 -0.000121584 -0.000469507 -2.86961e-05 -1.45329e-05 0.000159054
internal_weight=0 3098 3064 3039 3015 46 2969 2947 2915 52 2863 47 2816 2793 2771 2737 2715 1080 1635 1476 159 1437 139 91 48 71 50 1416 1396 458
internal_count=3121 3098 3064 3039 3015 46 2969 2947 2915 52 2863 47 2816 2793 2771 2737 2715 1080 1635 1476 159 1437 139 91 48 71 50 1416 1396 458
is_linear=0
shrinkage=0.1


Tree=1627
num_leaves=31
num_cat=0
split_feature=124 12 12 13 14 43 39 15 43 46 45 16 15 16 133 39 160 12 12 4 2 16 12 0 151 49 1 2 2 4
split_gain=0.000498844 0.00115781 0.00416144 0.00177525 0.00436377 0.00218746 0.00149479 0.00147513 0.00121909 0.00119288 0.00224217 0.000986436 0.00447857 0.00319587 0.00152448 0.00120372 0.00100596 0.000959347 0.00474351 0.00841343 0.00261451 0.0104224 0.00181265 0.0017887 0.00301952 0.0025547 0.00203614 0.00678425 0.00419353 0.00593044
threshold=-0.082899999999999988 -0.010834999999999999 -0.040564999999999997 -0.11122999999999998 -1.0000000180025095e-35 -0.036954999999999995 0.095070000000000016 -0.41396999999999995 -0.087324999999999986 0.10253500000000002 0.081955000000000014 -0.090764999999999985 -0.10091499999999999 -0.026164999999999997 0.085635000000000003 0.092205000000000023 0.08325500000000001 0.079890000000000017 0.082850000000000021 -0.07712999999999999 0.084755000000000011 -1.0000000180025095e-35 0.083370000000000014 -0.23051499999999997 -0.086654999999999982 -0.045154999999999994 0.087325000000000014 0.095545000000000005 0.086885000000000004 -0.35136499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 -2 6 8 -8 -5 10 17 12 14 -13 -1 16 -15 20 19 -19 21 -3 -20 24 -22 -26 28 -28 -25 -30
right_child=1 9 -4 5 -6 -7 7 -9 -10 -11 -12 13 -14 15 -16 -17 -18 18 22 -21 23 -23 -24 26 25 -27 27 -29 29 -31
leaf_value=-0.00074328608927316971 0.0015849605022231117 -0.00018592991639310735 -0.0014387315780440986 2.0895396896362813e-05 -0.00014419900555232609 -0.0010390001164826876 -0.00032565478565326584 0.00069223709371207028 -0.00083232192772651195 -0.00075988667027559141 0.00099838141088738402 -0.0011643212553462945 0.001675546820098091 -0.00042947276368587541 0.00041799572242710452 0.00089639306090594749 0.00035204104191507215 -0.0020710799928444126 0.00088854710895406176 0.00036214070321336666 0.0005991327282770173 0.0026218466460704807 -3.8562986000335898e-06 -0.0014994561113417151 -7.696135528801408e-05 -0.0014161109969477524 0.0020474532951733899 0.00012677876105511598 -0.00090396641220043738 0.0012967598205432297
leaf_weight=20 20 39 25 33 54 30 24 35 34 20 23 20 21 28 26 21 40 30 23 27 23 20 2190 20 28 29 21 148 24 25
leaf_count=20 20 39 25 33 54 30 24 35 34 20 23 20 21 28 26 21 40 30 23 27 23 20 2190 20 28 29 21 148 24 25
internal_value=0 -9.77347e-06 -0.000213422 -8.02363e-05 0.000323141 -0.000271582 -8.88636e-05 0.000278179 -0.000412081 9.53151e-06 1.52949e-05 0.000163539 0.000465502 -2.20713e-05 -8.69094e-05 0.000234614 3.02412e-05 6.75282e-06 -1.77812e-05 -0.000918502 0.000154478 0.000765859 5.41857e-06 4.10452e-05 -0.000368026 -0.000758283 0.000178548 0.000365442 -0.000279208 0.000218853
internal_weight=0 2945 255 230 74 156 126 59 67 2690 2670 176 67 109 46 89 68 2647 2270 57 377 59 2213 318 80 57 238 169 69 49
internal_count=3121 2945 255 230 74 156 126 59 67 2690 2670 176 67 109 46 89 68 2647 2270 57 377 59 2213 318 80 57 238 169 69 49
is_linear=0
shrinkage=0.1


Tree=1628
num_leaves=31
num_cat=0
split_feature=33 9 2 1204 1203 1201 1203 15 394 130 400 399 16 399 51 51 402 1213 51 3 51 1 47 49 52 1 160 483 16 50
split_gain=0.000602226 0.000787464 0.00616616 0.000604428 0.00134439 0.000830757 0.00103674 0.00568431 0.00193764 0.00315143 0.00126856 0.00143905 0.00150205 0.00130526 0.000649002 0.00263227 0.00186786 0.0016723 0.00183904 0.0029362 0.00201808 0.00147949 0.00133175 0.00210247 0.00178426 0.0013769 0.00293564 0.00216109 0.00435312 0.00200056
threshold=-0.012019999999999998 0.091600000000000015 -0.15339499999999998 0.057120000000000011 -1.0000000180025095e-35 -0.080364999999999978 0.089005000000000015 0.091650000000000023 0.013605000000000001 -0.098119999999999985 0.11741500000000001 0.088190000000000018 -0.08453999999999999 0.086815000000000017 0.082455000000000014 0.045645000000000005 0.091530000000000014 -0.069109999999999991 0.090560000000000015 -0.014944999999999998 0.094075000000000006 0.095950000000000021 0.13302500000000003 0.12497000000000001 0.51358000000000004 0.10337500000000001 -0.10828499999999998 0.090840000000000018 -0.072804999999999981 0.11368500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 8 -8 10 -10 11 13 -13 14 15 -7 17 -16 19 -19 -20 -21 23 24 25 26 29 28 -28 -22
right_child=1 2 -4 -5 5 6 7 -9 9 -11 -12 12 -14 -15 16 -17 -18 18 20 21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00046168299359123922 0.00071756479849752327 -0.00046973457969160692 0.0017222502961799148 -0.0004826332926033781 0.00047284148814570571 -1.8817743780407598e-05 -0.0013692701552544947 0.00079103594512811731 -0.00013470313734496417 0.0015816608053864914 -0.00080633016303181641 0.0011190851139279245 -2.3774550367227717e-05 -0.00069558138015314141 -0.00082145442498759145 -0.00099431094214586283 0.00089189316744783104 0.0014595347199247044 -0.00074247026606110128 -0.00054773055046098307 -0.00071878596773427552 0.00066861140308901675 -0.00070668337226379666 0.0011259352351771668 -0.00084553713139030146 -0.00017111820269443949 0.00021705201835613009 2.0308618331910111e-05 0.0020299338471466816 0.00036648844102663653
leaf_weight=28 26 33 21 26 36 2291 29 21 23 20 20 23 23 28 21 28 28 24 33 20 33 20 20 20 20 90 27 28 26 35
leaf_count=28 26 33 21 26 36 2291 29 21 23 20 20 23 23 28 21 28 28 24 33 20 33 20 20 20 20 90 27 28 26 35
internal_value=0 4.17948e-06 0.000382704 -2.54652e-06 1.59628e-06 -4.63579e-06 -1.04607e-05 -0.000461942 -2.67918e-06 0.000663606 -1.27038e-05 -7.11091e-06 0.000547655 -1.6251e-05 -9.36925e-06 -3.0596e-05 0.000101248 4.81595e-05 9.42754e-05 0.000585101 -3.415e-07 6.04404e-05 8.15657e-05 0.000138071 6.1788e-05 0.000137715 0.000324258 0.000730955 0.00110639 -0.000160189
internal_weight=0 3093 54 3039 3013 2987 2951 50 2901 43 2858 2838 46 2792 2764 2319 445 417 396 64 332 40 299 279 259 239 149 81 53 68
internal_count=3121 3093 54 3039 3013 2987 2951 50 2901 43 2858 2838 46 2792 2764 2319 445 417 396 64 332 40 299 279 259 239 149 81 53 68
is_linear=0
shrinkage=0.1


Tree=1629
num_leaves=31
num_cat=0
split_feature=1203 132 132 1203 0 160 160 1212 483 483 483 52 12 158 160 479 481 2 1 42 3 13 157 13 482 1455 33 2 2 4
split_gain=0.000517507 0.00844611 0.00605361 0.000611417 0.00262085 0.000561289 0.00318675 0.00146558 0.00183048 0.00203014 0.00460327 0.0013677 0.00348811 0.00176417 0.00130112 0.00199771 0.00182576 0.00179105 0.00148597 0.00189403 0.00251724 0.00217042 0.00117314 0.0011039 0.000920057 0.00130347 0.000840981 0.00100114 0.00449713 0.00453419
threshold=0.089165000000000008 -0.083284999999999984 -0.020824999999999996 0.085960000000000023 -0.082974999999999979 -0.089974999999999986 -0.088854999999999976 0.087615000000000012 0.11494000000000001 0.10143000000000001 0.09567500000000001 0.0031350000000000002 0.085495000000000015 0.10394000000000002 -0.54913999999999985 0.10061500000000002 -0.050084999999999991 0.092120000000000021 0.099990000000000009 -0.095284999999999995 -0.081644999999999981 -0.079969999999999986 -0.087534999999999988 -0.084319999999999992 0.11958000000000001 -0.16496999999999998 -0.012019999999999998 0.087625000000000022 0.087245000000000003 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 7 -7 8 9 10 11 12 22 14 17 16 -16 -13 19 -18 -21 -22 -1 -24 25 -8 -27 28 29 -28
right_child=1 2 -4 4 -6 6 24 -9 -10 -11 -12 13 -14 -15 15 -17 18 -19 -20 20 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.00063240436368990538 0.0018710335895024321 -0.0016095556083503956 0.00046476573316955611 0.00044295452054939234 -0.0011387272071177986 -0.0012774975376669319 0.00079984389944002035 -0.00063240926571709753 0.0010087984862089481 -0.0007148564068584478 0.0015578610399229961 0.0011789168413749642 0.0014444542243533458 -0.00081900314768203186 0.00073823023721000509 -0.00074786549811376194 0.00063480354205239567 -9.710147361064711e-05 0.00046303898442345555 -0.0012329201675519083 0.00047549459947428361 -0.00065491463556619639 -0.00079309155865173262 0.00024498943123035132 -0.00062634101389752081 -0.00061258420489890427 -6.2395098858368487e-05 -6.2231542605989715e-05 0.0011819120157243951 0.00050354940407455165
leaf_weight=21 23 24 34 20 22 20 20 26 23 29 22 22 24 26 34 35 20 22 39 28 33 35 21 20 24 23 872 1355 35 169
leaf_count=21 23 24 34 20 22 20 20 26 23 29 22 22 24 26 34 35 20 22 39 28 33 35 21 20 24 23 872 1355 35 169
internal_value=0 0.000249463 -0.000393574 -6.64687e-06 -0.000385545 -1.33875e-06 -2.02304e-05 9.77638e-05 0.00013958 9.31946e-05 0.000151487 7.00652e-05 0.00042084 -3.25424e-05 4.3756e-05 -5.38988e-05 7.46136e-05 0.000540908 -7.0954e-05 -0.000250486 -0.000434921 -0.000106334 2.46025e-05 -0.000286711 -1.01642e-05 -4.18676e-06 -1.07396e-05 -5.04545e-06 6.69686e-05 2.94825e-05
internal_weight=0 81 58 3040 42 2998 2518 480 454 431 402 380 86 294 268 224 189 44 155 116 96 68 62 41 2498 2474 2454 2431 1076 1041
internal_count=3121 81 58 3040 42 2998 2518 480 454 431 402 380 86 294 268 224 189 44 155 116 96 68 62 41 2498 2474 2454 2431 1076 1041
is_linear=0
shrinkage=0.1


Tree=1630
num_leaves=31
num_cat=0
split_feature=1203 1204 1203 1203 132 1203 398 130 130 15 130 49 43 43 402 1208 1208 2 0 130 13 130 1203 400 43 403 403 130 121 403
split_gain=0.000663022 0.000623569 0.00111423 0.000686783 0.00479912 0.00134872 0.000738234 0.000771306 0.00295927 0.00183084 0.0060947 0.00331849 0.00270936 0.00193799 0.00125707 0.0016108 0.00477286 0.00346388 0.00109855 0.000869357 0.00255413 0.00155833 0.00102047 0.00102583 0.000740731 0.00107869 0.00147435 0.00107165 0.0016026 0.000849662
threshold=0.10970500000000001 0.057120000000000011 -1.0000000180025095e-35 0.089005000000000015 -0.081684999999999994 0.087970000000000007 0.10586000000000002 0.09364500000000002 0.091705000000000023 -0.067579999999999987 0.098975000000000021 0.097685000000000008 -0.052894999999999991 -0.17390999999999998 0.2506000000000001 0.10383000000000002 1.0000000180025095e-35 0.090935000000000016 -0.078704999999999983 0.085870000000000016 -0.0060599999999999994 0.087570000000000023 0.084120000000000014 -0.08725999999999999 -0.50216499999999986 -0.55157999999999985 -0.52917499999999984 -0.22699999999999995 -0.078059999999999977 -0.44023999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 14 10 -9 -12 13 -11 15 16 19 -17 -14 22 -21 -22 23 -4 -25 -26 -27 -28 -29 -30
right_child=-2 -3 3 4 -6 -7 -8 9 -10 12 11 -13 18 -15 -16 17 -18 -19 -20 20 21 -23 -24 24 25 26 27 28 29 -31
leaf_value=0.00065204279201750001 0.0005739219723909628 -0.00052245584317817063 0.00067604016830128712 -0.0015912639966700227 0.00035057378001511095 0.00079963850273218539 0.00057254355884982613 -0.0020318755514121484 0.0012155766040086748 -0.00015986504043791105 -0.00075371910214825125 0.00088087266226268739 9.5487164799124009e-06 0.0010758122885211683 -0.00066014115562148656 -0.0013902793496381493 0.0012880277402442077 0.00029163521260973846 -0.0010144714213145727 -0.00047240212599997626 0.0014332951919641347 0.00029373091090595458 -0.00051928546200566091 0.00044706009428149883 -0.00065694203994308528 0.00082487744733779919 -0.00071139729116111996 0.00066146463806424961 -0.00061215426248963924 -1.4138422250111711e-05
leaf_weight=26 20 23 22 20 35 21 22 21 20 22 27 23 20 30 29 25 29 24 22 26 20 30 39 35 26 21 22 35 24 2362
leaf_count=26 20 23 22 20 35 21 22 21 20 22 27 23 20 30 29 25 29 24 22 26 20 30 39 35 26 21 22 35 24 2362
internal_value=0 -3.70153e-06 1.74797e-07 -5.37847e-06 -0.000355549 1.04775e-06 -4.58747e-06 -8.88567e-06 3.54304e-06 -0.000218968 -0.00060225 -1.80689e-06 7.05313e-05 0.000553026 -5.21127e-06 1.72047e-06 1.20668e-05 -0.000566484 -0.000526843 -1.83357e-06 0.000331518 0.000749557 -1.16305e-05 -3.85717e-06 -9.78103e-06 -1.62025e-05 -9.44144e-06 -1.66132e-05 -1.02996e-05 -2.01537e-05
internal_weight=0 3101 3078 3052 55 2997 2976 2954 2789 165 71 50 94 52 2769 2740 2691 49 42 2662 76 50 2586 2547 2525 2490 2464 2443 2421 2386
internal_count=3121 3101 3078 3052 55 2997 2976 2954 2789 165 71 50 94 52 2769 2740 2691 49 42 2662 76 50 2586 2547 2525 2490 2464 2443 2421 2386
is_linear=0
shrinkage=0.1


Tree=1631
num_leaves=31
num_cat=0
split_feature=1203 402 1212 402 1212 1213 1203 132 393 401 12 403 130 132 131 131 131 132 131 131 131 480 0 0 42 42 16 131 12 1210
split_gain=0.000537048 0.000525655 0.000662999 0.000775825 0.000650865 0.00134291 0.000776063 0.00675928 0.00131948 0.000768573 0.00433786 0.00376061 0.000834877 0.00140131 0.000728889 0.00118621 0.00124054 0.00151687 0.000948944 0.00364766 0.00427818 0.00262709 0.00138358 0.00151015 0.002574 0.00172998 0.00166667 0.00245522 0.0016043 0.00115675
threshold=0.10970500000000001 0.31278000000000006 0.15049500000000002 0.13597000000000001 0.12799000000000002 0.39818500000000007 0.089005000000000015 -0.083284999999999984 0.12069000000000002 0.10817500000000001 0.087075000000000014 0.30524500000000004 0.13302000000000003 -0.43443999999999999 0.13834500000000002 0.12681500000000004 0.11657500000000001 0.11696500000000001 0.089415000000000008 0.090495000000000006 0.091440000000000007 -0.095389999999999989 -0.064339999999999994 -0.073574999999999988 0.091955000000000023 0.089535000000000017 -0.079504999999999978 0.10515500000000001 0.086305000000000007 0.0028200000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 9 12 -11 -12 13 -1 15 16 18 -18 21 -20 -21 -15 23 24 25 26 27 28 -22 -23
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 10 11 -13 -14 14 -16 -17 17 -19 19 20 22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00070897402557810508 0.00051652976777404557 0.00049528334819201733 -0.00056669628580233882 0.00044614342500847815 -0.00046438810231554654 0.00075736183966712469 0.00085244865816396984 -0.0014162849707143575 0.0008066398801747709 0.00094197346203145577 -0.0018316394366723087 -0.00013894060784618237 0.00057537289522588257 0.0010794664186466001 0.00060354063170962044 -0.00071748424670659006 0.0010922121450952862 -6.925136880123649e-05 -0.0010887128235098269 0.0013287326265569955 -0.0010243530839215964 -4.1283729775508533e-06 -0.00069670849770773211 0.00062856990636126809 -0.00097161537105421307 0.00081574411495872177 -0.00067524918583665959 0.00076595866908867136 0.00022708670800230244 0.00051345594984013592
leaf_weight=28 20 21 21 38 31 23 24 29 20 20 21 35 25 23 20 23 23 22 38 21 20 2315 40 28 32 23 38 34 21 44
leaf_count=28 20 21 21 38 31 23 24 29 20 20 21 35 25 23 20 23 23 22 38 21 20 2315 40 28 32 23 38 34 21 44
internal_value=0 -3.33138e-06 -6.73102e-06 -2.88687e-06 -8.53505e-06 -3.80881e-06 -9.70936e-06 -0.000388934 -2.812e-06 -8.406e-06 -0.000322209 -0.000773703 5.70982e-08 -5.09252e-06 2.03539e-06 -2.34716e-06 3.69551e-06 0.000524386 -5.05722e-06 -0.00017424 -3.9026e-05 1.58953e-05 -0.000160733 -5.13507e-05 -0.000164671 2.51985e-05 -0.000135709 0.000137658 -0.000383372 5.52559e-06
internal_weight=0 3101 3080 3059 3021 2990 2967 53 2914 2894 76 56 2818 2793 2765 2745 2722 45 2677 295 257 2382 236 196 168 136 113 75 41 2359
internal_count=3121 3101 3080 3059 3021 2990 2967 53 2914 2894 76 56 2818 2793 2765 2745 2722 45 2677 295 257 2382 236 196 168 136 113 75 41 2359
is_linear=0
shrinkage=0.1


Tree=1632
num_leaves=31
num_cat=0
split_feature=123 123 9 123 150 10 9 12 43 96 9 4 1 47 16 1 2 43 484 43 12 2 12 0 159 4 2 3 2 4
split_gain=0.000529544 0.00112716 0.000680408 0.000708584 0.00106543 0.00104017 0.00129785 0.00102447 0.00217128 0.000876264 0.00265176 0.00212889 0.00130578 0.00126695 0.00130749 0.00277069 0.0054329 0.00937025 0.00208975 0.0025925 0.00184954 0.00252273 0.00456466 0.00194128 0.00188128 0.00159833 0.00513896 0.0127447 0.00597282 0.00428839
threshold=0.13162000000000004 0.11135500000000001 0.10860500000000002 0.086730000000000015 0.087675000000000017 1.0000000180025095e-35 0.088235000000000022 -0.081419999999999979 -0.079329999999999984 0.083725000000000008 -0.036024999999999995 0.62736500000000006 0.14262000000000002 0.12958500000000003 -0.14158499999999996 0.089770000000000016 0.10222000000000002 -0.0047449999999999992 0.052175000000000006 -0.093959999999999988 0.089300000000000004 0.092365000000000017 0.086210000000000023 -0.10836499999999999 0.078675000000000009 0.056795000000000005 0.10188000000000001 -0.07359499999999998 0.10981000000000002 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 6 9 8 -5 10 -1 12 13 14 15 18 17 -17 19 -12 21 22 24 -22 -21 29 27 -27 -28 -16
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 25 16 -18 -19 -20 20 23 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0011158255178348295 -0.00051290884497575458 0.00067206117790192372 -0.00055626106543720443 -0.0014388672687346117 0.00028658646003653607 0.00044255316088145431 -0.00072876236942344505 3.0750505227063387e-05 -0.00018436493591178916 0.00052200678707749562 -0.00065615373596008273 0.00099193336950107055 -0.00053609257573208945 0.00052226646936712011 2.3193409969193843e-05 -7.7192470515993506e-06 -0.0001208642813489186 -0.0029608915257822014 -0.00090161506610456858 -0.00028072768642838731 0.0015849813250713937 0.00083431591020516045 -0.001380632402920721 0.0002807838592852932 0.00098490007069852704 -5.1367881510836573e-05 -0.0015230716657875431 0.0029166392038029662 0.00031067445927944324 -0.0013209875389293302
leaf_weight=21 20 25 22 22 30 55 24 35 37 33 31 22 44 48 2145 22 108 21 20 24 21 33 23 25 23 39 23 23 78 24
leaf_count=21 20 25 22 22 30 55 24 35 37 33 31 22 44 48 2145 22 108 21 20 24 21 33 23 25 23 39 23 23 78 24
internal_value=0 3.30802e-06 -2.12723e-06 1.86457e-06 -0.00023228 1.17738e-05 3.53276e-06 -0.000397876 -0.000652145 9.69729e-06 3.69793e-06 1.21034e-05 4.33534e-06 1.30423e-05 3.93211e-06 -0.000176005 -0.00049935 -0.00144997 6.81213e-05 0.00017587 0.000348975 0.000113525 -0.000226276 0.000876178 0.000338622 3.10152e-05 0.000333014 0.00104967 -0.000106911 8.32004e-06
internal_weight=0 3101 3076 3054 124 2930 2875 94 59 2851 2818 2797 2775 2731 2683 351 151 43 200 180 149 103 70 46 47 2332 163 62 101 2169
internal_count=3121 3101 3076 3054 124 2930 2875 94 59 2851 2818 2797 2775 2731 2683 351 151 43 200 180 149 103 70 46 47 2332 163 62 101 2169
is_linear=0
shrinkage=0.1


Tree=1633
num_leaves=31
num_cat=0
split_feature=33 9 3 34 9 1 121 50 50 474 1420 12 2 158 1429 1427 39 0 0 1208 1209 13 13 15 0 4 52 0 12 472
split_gain=0.000491843 0.000603801 0.0021681 0.000793925 0.0011532 0.0017247 0.00187095 0.000744395 0.00431767 0.00157793 0.00168676 0.00147731 0.00191596 0.00386085 0.00118735 0.000726604 0.000713661 0.000745258 0.00411624 0.00256484 0.00243448 0.00232649 0.00520974 0.00460857 0.00384888 0.00269098 0.00267843 0.0021402 0.00270172 0.00378383
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 -0.097449999999999981 -0.090799999999999978 0.16540500000000002 -0.094339999999999993 -0.099524999999999988 -0.24386999999999998 -0.26322499999999993 1.0000000180025095e-35 0.089085000000000011 0.11474000000000002 0.11245500000000001 0.11181500000000001 0.094435000000000005 0.12081000000000001 -0.070889999999999995 -0.069954999999999976 0.10233500000000001 -0.089214999999999989 -0.063184999999999977 -0.053889999999999993 -0.062284999999999993 -0.059114999999999994 -0.17966999999999997 -1.0000000180025095e-35 -0.067094999999999988 0.089085000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 11 -9 14 -8 13 -13 15 16 17 19 -19 20 -11 23 -23 -20 -25 26 -26 -24 -29 -30
right_child=1 2 -4 4 5 -7 7 9 -10 10 -12 12 -14 -15 -16 -17 -18 18 21 -21 -22 22 27 24 25 -27 -28 28 29 -31
leaf_value=0.0004711569678461688 0.00063045540649909527 0.00045155279526841783 -0.00085610012479264697 -0.00062924155178640433 -0.00094237311502746762 0.00092992345569655301 -0.00080474612345411028 -0.00070334648735297382 0.0013331543354849732 -0.00081969407118387102 0.0008376081420768364 0.0014468417651104656 -0.00065649865311570468 -0.00047288708854466678 -0.00065225143584289732 0.00058821585871988817 0.00057846367403510072 -0.0015177491266513245 -0.00029571862358824109 0.00095424948419255595 2.1279349984177253e-05 -0.0016887663923129863 -0.00085763264077660809 0.0019682345901310331 5.5877835548017182e-05 -0.00038616664673167246 0.0016548420025918114 -0.00029222547412093599 -0.0009554206842689642 0.00049283158880371054
leaf_weight=22 20 21 32 29 21 20 22 32 28 35 24 22 20 20 28 21 21 20 81 29 2086 22 34 20 20 27 22 173 21 128
leaf_count=22 20 21 32 29 21 20 22 32 28 35 24 22 20 20 28 21 21 20 81 29 2086 22 34 20 20 27 22 173 21 128
internal_value=0 -3.34477e-06 -0.000337973 2.47773e-06 -1.67282e-06 4.39975e-06 -1.81807e-06 4.86381e-06 0.000257738 -5.09468e-06 2.85128e-06 -0.000100733 0.000149077 0.000532685 -4.33457e-06 2.2385e-06 -2.25421e-06 -6.74099e-06 -0.000108617 2.01733e-05 7.4019e-06 -5.71892e-05 -0.000195367 0.000250053 0.000746767 0.000392719 0.00089343 -0.000103078 -2.3405e-05 0.000288715
internal_weight=0 3099 53 3046 3026 2997 2977 2956 112 2844 2812 84 62 42 2788 2760 2739 2718 568 2150 2121 548 378 170 89 69 42 356 322 149
internal_count=3121 3099 53 3046 3026 2997 2977 2956 112 2844 2812 84 62 42 2788 2760 2739 2718 568 2150 2121 548 378 170 89 69 42 356 322 149
is_linear=0
shrinkage=0.1


Tree=1634
num_leaves=31
num_cat=0
split_feature=153 473 16 12 51 155 11 11 475 1428 14 160 1 47 42 1 13 9 10 9 42 1205 42 13 2 42 1208 403 3 403
split_gain=0.000510395 0.000691085 0.000824307 0.00240659 0.00348472 0.0020186 0.000742037 0.00318439 0.000776497 0.00081732 0.000648326 0.00146717 0.00105612 0.00107942 0.00101264 0.000875078 0.00353169 0.00294955 0.00153341 0.00349858 0.000941058 0.000878623 0.000835973 0.00296743 0.00381582 0.00171876 0.00107842 0.00182911 0.00891228 0.00334924
threshold=0.086100000000000024 -0.07576999999999999 0.62682500000000008 0.089085000000000011 -0.11063499999999998 0.11854500000000001 0.10553000000000001 0.095720000000000013 0.11922500000000001 0.092095000000000024 -0.36617499999999997 -0.061914999999999991 0.15618500000000002 0.13975500000000002 0.082810000000000009 0.13707500000000003 -0.085584999999999981 0.092235000000000011 1.0000000180025095e-35 0.085555000000000006 0.15665000000000004 0.09993500000000001 0.11839500000000001 -0.066634999999999986 0.094215000000000007 0.11720500000000002 0.10383000000000002 -0.53960999999999981 -0.085709999999999995 -0.52800499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 8 9 10 11 14 13 15 -3 17 -17 18 19 20 21 22 25 -24 -25 26 27 28 -12 -29
right_child=-2 2 3 4 -6 -7 -8 -9 -10 -11 12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=0.00058941250783391304 -0.00046933536460805363 -0.00043036691674317877 -0.00093182661140518675 0.00086957317022285589 -0.00074148622434586293 0.00088594275875948376 0.00053283536936550482 -0.0011275456834118813 0.00061178097509712514 -0.00056780114211142066 -0.00074574816195915146 0.00096150480594192438 -0.00053177987873503896 0.0006882560561517376 0.00050327613162586373 0.00029557601239236933 -0.001072065656106653 0.0011134614813878821 0.00063047175644896929 -0.001237261970780547 0.00065280182435261931 -0.00066424329241272068 0.0012517417960528597 -0.001079421181930229 0.00054460604380717717 -0.0008699837193885089 -0.00061843937375150363 -0.0012075169821796211 0.001979485549964011 5.1674636390743627e-06
leaf_weight=20 23 26 36 29 25 26 26 25 21 25 24 23 37 23 21 41 35 24 38 23 22 20 24 23 39 23 28 23 24 2324
leaf_count=20 23 26 36 29 25 26 26 25 21 25 24 23 37 23 21 41 35 24 38 23 22 20 24 23 39 23 28 23 24 2324
internal_value=0 3.48441e-06 -3.22788e-07 -0.000298503 0.000123712 8.65855e-06 9.57879e-07 -3.75221e-06 5.89906e-06 1.49646e-06 6.46415e-06 0.000307055 -1.06407e-06 6.05576e-06 -1.32073e-05 3.18788e-07 -0.000334259 9.88175e-06 -1.69832e-07 -9.39755e-06 1.57404e-06 -4.03999e-06 1.17489e-06 0.000307613 -5.78557e-05 -9.59932e-06 -1.43224e-06 5.78121e-06 0.000616869 -6.71653e-06
internal_weight=0 3098 3078 90 54 2988 2962 2936 2911 2890 2865 70 2795 2758 47 2735 76 2659 2635 2597 2574 2552 2532 86 62 2446 2423 2395 48 2347
internal_count=3121 3098 3078 90 54 2988 2962 2936 2911 2890 2865 70 2795 2758 47 2735 76 2659 2635 2597 2574 2552 2532 86 62 2446 2423 2395 48 2347
is_linear=0
shrinkage=0.1


Tree=1635
num_leaves=31
num_cat=0
split_feature=1429 1426 46 471 12 130 39 39 39 39 97 374 123 376 160 160 12 16 3 158 10 1 16 51 12 480 159 52 4 13
split_gain=0.000542446 0.00152381 0.000576531 0.00110918 0.000668729 0.00141847 0.000863969 0.00117961 0.00154991 0.000947928 0.000845457 0.00126592 0.00155096 0.00177835 0.00231014 0.00375671 0.00164411 0.00537495 0.00561436 0.00298627 0.000974783 0.00169294 0.00106981 0.00526484 0.00190867 0.00531228 0.00703778 0.00708994 0.00786631 0.00527708
threshold=-0.23752499999999996 -0.089244999999999977 0.096120000000000011 0.10338500000000002 0.23631000000000002 -0.22562499999999999 0.11536 0.10940500000000002 0.10508500000000001 0.096775000000000014 -0.086464999999999986 0.089535000000000017 0.089155000000000012 0.083705000000000016 0.085755000000000012 -1.0000000180025095e-35 -0.010834999999999999 -0.11118499999999999 -0.011549999999999998 0.082560000000000008 -0.094984999999999986 0.13968000000000003 -0.15241499999999997 0.080335000000000018 0.083785000000000012 0.086930000000000021 -0.025879999999999997 -0.018574999999999998 -0.0078799999999999981 -0.07692499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 9 10 -7 12 13 16 15 -15 17 19 -19 -12 -18 22 23 -22 25 26 -24 -28 29 -29
right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 11 -13 -14 14 -16 -17 20 18 -20 -21 21 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00049480110405552712 0.00083280317167836165 0.00075259394897148014 0.00041331469083988022 -0.00068406133747582021 -0.00055086333675056023 -0.00065159835270605987 -0.00041186254067510807 0.0006612210995862606 -0.00088010167004540566 0.00047486263883045126 0.0012456692556346146 0.00077439435935091412 -0.00049950415326043918 5.6945371519153323e-05 -0.00013295368954652185 0.0019719566474668683 -0.00059944523382000632 -2.6479100516654501e-05 -0.0017925727176285973 -0.00038721661826240879 -4.4803075490678444e-05 0.00085187397283637749 -0.0013981225068467515 -0.001590808463091283 -8.9899625279198452e-06 0.0018275908468058334 -6.3115373690090192e-05 0.0014089579066035875 0.0024211722680505506 -0.00024824011817817454
leaf_weight=22 22 25 33 24 22 20 51 27 20 42 24 21 62 21 33 20 26 36 36 21 268 24 27 24 1843 20 201 33 27 46
leaf_count=22 22 25 33 24 22 20 51 27 20 42 24 21 62 21 33 20 26 36 36 21 268 24 27 24 1843 20 201 33 27 46
internal_value=0 3.51263e-06 -2.41665e-06 -6.92359e-06 -1.54236e-06 2.48868e-06 -3.81897e-06 3.30294e-06 -2.83308e-06 3.26965e-06 -3.72184e-06 8.84462e-07 -4.93348e-06 6.29852e-06 0.000489831 0.000991097 -7.1734e-06 -0.000373687 -0.000909526 0.000483656 9.71595e-06 1.60185e-05 7.95878e-06 -0.000171872 3.18598e-05 0.000244533 0.000149739 0.00028587 0.000947625 0.000444007
internal_weight=0 3099 3077 3044 3020 2998 2973 2922 2895 2875 2833 2813 2792 2730 74 41 2656 117 72 45 2539 2513 2489 292 2197 354 334 307 106 79
internal_count=3121 3099 3077 3044 3020 2998 2973 2922 2895 2875 2833 2813 2792 2730 74 41 2656 117 72 45 2539 2513 2489 292 2197 354 334 307 106 79
is_linear=0
shrinkage=0.1


Tree=1636
num_leaves=31
num_cat=0
split_feature=33 10 16 34 42 43 31 39 45 2 16 39 39 12 1 9 159 0 0 52 16 51 4 4 16 150 160 0 3 2
split_gain=0.000621751 0.000740313 0.00696118 0.00849486 0.00316575 0.00138793 0.000685635 0.00279147 0.000629869 0.00125013 0.00152363 0.000965746 0.00155037 0.000997399 0.00126736 0.00157643 0.00108128 0.00104389 0.00363186 0.0027108 0.00635354 0.00510393 0.00333403 0.00261913 0.00189765 0.00181425 0.00161732 0.0015416 0.00121724 0.00347479
threshold=-0.012019999999999998 -0.0097449999999999985 -0.056919999999999991 -0.080814999999999984 0.084755000000000011 -0.081674999999999984 -1.0000000180025095e-35 0.091400000000000009 0.094030000000000016 0.15609500000000001 0.029300000000000003 0.11536 0.10713500000000002 -0.096104999999999982 0.13968000000000003 0.088235000000000022 0.078675000000000009 -0.14226499999999997 -0.14051499999999997 -0.080114999999999978 -0.0048099999999999992 0.089355000000000004 -0.0029599999999999995 0.0045450000000000013 -0.36241499999999999 -0.091839999999999991 -0.023379999999999995 -0.26343999999999995 0.10732000000000001 0.10731
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 7 -3 9 11 -11 12 13 16 15 17 -8 19 -19 22 21 24 -15 -23 27 -20 -26 -21 -27 -30
right_child=1 6 3 -5 5 -7 8 -9 -10 10 -12 -13 -14 14 -16 -17 -18 18 25 20 -22 23 -24 -25 26 28 -28 -29 29 -31
leaf_value=-0.0004691073265608533 -0.00099280248557786577 -0.0011587349045009392 -0.0001293583263066553 0.0027149937809943887 -0.00022650764375511142 0.00085745034406759912 -0.00076458636737827747 0.00043592884293979124 -0.00042160998880197962 0.0011780840432038531 -4.1485740803182131e-05 -0.00049692379095806524 0.00074453437534560056 0.00010845304479579651 0.00077935730159446224 -0.0007754212778169089 0.00010689116904056089 -0.0012943496612768451 0.0007691820113298794 -0.00047604353809408074 0.0019358029734576122 0.0019956883792838199 -0.0012730120485648514 0.00039669809699435495 -4.3145994830410929e-05 -9.7827114246988025e-07 -0.0012050887296462189 0.00037090413721912281 -0.0012834445427870379 0.0001766810111570148
leaf_weight=28 36 23 21 21 27 21 35 21 35 20 21 39 28 58 21 26 24 22 30 29 23 20 25 21 25 2248 23 83 28 39
leaf_count=28 36 23 21 21 27 21 35 21 35 20 21 39 28 58 21 26 24 22 30 29 23 20 25 21 25 2248 23 83 28 39
internal_value=0 4.24668e-06 0.000241652 0.00129282 -0.00028393 0.000247724 -5.83526e-06 -0.000397645 6.26646e-08 5.17296e-06 0.000553426 -2.7225e-06 4.14141e-06 -3.31579e-06 5.50431e-06 -5.14543e-07 -0.000410087 7.02008e-06 -1.54817e-05 0.000180511 0.000361393 0.000181236 -0.000307651 0.00117669 -7.38494e-05 -3.48383e-06 -0.00059991 0.000151605 -1.34968e-05 -0.000433521
internal_weight=0 3093 126 42 84 48 2967 44 2923 2888 41 2847 2808 2780 2721 2700 59 2674 2367 307 224 201 83 41 160 2345 48 112 2315 67
internal_count=3121 3093 126 42 84 48 2967 44 2923 2888 41 2847 2808 2780 2721 2700 59 2674 2367 307 224 201 83 41 160 2345 48 112 2315 67
is_linear=0
shrinkage=0.1


Tree=1637
num_leaves=31
num_cat=0
split_feature=471 1429 155 16 50 1428 471 16 402 1446 50 133 132 1210 158 133 402 13 43 4 402 43 474 159 159 0 158 158 158 158
split_gain=0.000519455 0.000997235 0.00145677 0.00131011 0.00398736 0.00155543 0.00070502 0.00140601 0.000611033 0.00293332 0.00355842 0.012267 0.00240011 0.00254111 0.0018206 0.0014093 0.00120624 0.00152343 0.00204563 0.00164342 0.00118457 0.00103362 0.000737227 0.000921556 0.00116961 0.00110708 0.000719485 0.000654008 0.00289304 0.00251869
threshold=0.10693500000000002 -0.23752499999999996 0.14547000000000002 0.63167000000000006 -0.23771499999999998 -0.070379999999999984 0.094575000000000006 0.55700000000000005 0.088375000000000023 0.083715000000000026 0.089465000000000017 0.10891500000000001 0.10720500000000001 -1.0000000180025095e-35 0.084905000000000022 -0.080849999999999991 0.113945 -0.016469999999999995 -0.0037449999999999996 -0.083439999999999986 0.087195000000000009 -0.013819999999999997 0.11134000000000001 -0.47115499999999993 -0.46267499999999995 -0.080869999999999984 -0.42403999999999992 0.085030000000000008 0.082560000000000008 0.092615000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 7 8 20 10 11 12 13 -10 15 16 17 18 -15 -19 22 -17 23 25 -25 -7 -26 28 -28 -29
right_child=-2 2 -4 4 -6 6 -8 -9 9 -11 -12 -13 -14 14 -16 21 -18 19 -20 -21 -22 -23 -24 24 26 -27 27 29 -30 -31
leaf_value=-0.00069013065506061096 0.0004956765044924049 0.00074472057458478962 0.00069476496234225737 0.00033003762006186523 -0.0014775109426725819 7.9403931089299965e-05 -0.00055561387081347086 0.00079663984003921291 0.0012890918145421894 0.0010667971343112489 0.00096911402797559285 -0.0024196479125835357 -0.00085892314293786244 -0.0005710625695064664 -0.00075135988207131795 0.00021971320287169271 -0.00019746985659003258 0.00044498587788742346 0.00082630731975024741 0.0016723692030063833 -0.00078814546977810105 -0.00071840779863756006 0.00043379768806820114 0.000606957219230632 -0.00056607319390119908 -0.0008968052906521526 -2.4001261523796714e-05 0.00073391615825874567 -0.0012323270074557514 -1.4083588200352802e-05
leaf_weight=21 21 28 30 26 23 21 23 22 20 30 35 21 23 20 22 24 25 24 22 20 20 23 36 30 24 26 2138 55 20 248
leaf_count=21 21 28 30 26 23 21 23 22 20 30 35 21 23 20 22 24 25 24 22 20 20 23 36 30 24 26 2138 55 20 248
internal_value=0 -3.3578e-06 1.32627e-06 -5.49668e-06 -0.000518404 2.8808e-06 -4.10827e-06 1.93063e-07 -5.79321e-06 0.000127199 2.61671e-05 -0.000109092 0.000108494 0.000219747 0.000100931 0.000219605 0.000413944 0.000591681 0.000160893 0.00100289 -2.14902e-05 -0.000239367 -1.55883e-05 -2.19028e-05 -1.3704e-05 -0.000460627 -2.11969e-05 -1.58832e-05 -3.51998e-05 0.000121692
internal_weight=0 3100 3079 3049 49 3000 2972 2949 2927 309 279 244 223 200 180 158 111 86 42 44 2618 47 2598 2562 2515 47 2485 2461 2158 303
internal_count=3121 3100 3079 3049 49 3000 2972 2949 2927 309 279 244 223 200 180 158 111 86 42 44 2618 47 2598 2562 2515 47 2485 2461 2158 303
is_linear=0
shrinkage=0.1


Tree=1638
num_leaves=31
num_cat=0
split_feature=484 484 1373 475 150 484 4 484 484 2 0 0 133 159 159 1447 1447 1447 1447 484 43 12 13 1446 1428 473 124 12 12 13
split_gain=0.000519613 0.00277543 0.00242644 0.00404582 0.00274296 0.00322451 0.00564284 0.00228255 0.00131012 0.00356444 0.00234422 0.0018938 0.00167857 0.00301874 0.00140812 0.000869152 0.00687576 0.0036745 0.00330355 0.00154415 0.00299769 0.00135952 0.00128381 0.00111235 0.000988352 0.00186869 0.000976178 0.00124265 0.00330589 0.00133193
threshold=0.085845000000000019 0.085435000000000025 0.081220000000000014 -0.085684999999999997 0.10389500000000002 0.090535000000000018 -0.012889999999999999 0.094965000000000008 0.10126500000000001 0.11474000000000002 -0.074824999999999989 -0.080869999999999984 0.087720000000000006 -0.023324999999999995 0.10684 -0.086279999999999982 -0.085684999999999997 -0.084549999999999986 -0.086849999999999997 0.056480000000000009 -0.011694999999999999 0.083985000000000018 -0.069964999999999986 0.08487500000000002 -0.071779999999999997 -0.072684999999999986 -0.082654999999999992 -0.010834999999999999 -0.040564999999999997 -0.11122999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 -2 5 6 -5 -7 14 10 11 12 13 -10 -9 18 -17 -18 21 24 22 -1 -21 -23 -19 -26 -27 28 29 -28
right_child=2 -3 -4 4 -6 7 -8 8 9 -11 -12 -13 -14 -15 -16 16 17 19 -20 20 -22 23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.00068720112110895579 0.0013597948217971458 -0.0010043826116348752 -0.0009454462896974292 -5.090526484073726e-05 -0.0010215093337354205 -0.0010203851840924472 0.0021347313584382868 3.9795785636195674e-05 0.00068541058825085993 -0.0012135587704092772 0.00101124594418182 -0.00092495831660926358 0.00090234043891541666 -0.00088734115426912204 0.0011723863742580372 0.0018090786686765831 -0.0011905032263782164 -0.00070863035696675078 -0.0014079444847690562 0.0015987388575740625 -0.00030311824867285082 -7.6237337480327398e-05 0.00046568549936637282 0.00086888246471062314 0.00095991211012005819 0.00023260345528533142 0.00033760106137682065 -3.8450333396171257e-06 -0.0013632070180998805 -0.00027395622389197647
leaf_weight=20 27 28 20 27 21 20 21 23 23 22 26 20 22 26 21 21 26 20 21 20 29 33 20 20 20 155 48 2159 24 138
leaf_count=20 27 28 20 27 21 20 21 23 23 22 26 20 22 26 21 21 26 20 21 20 29 33 20 20 20 155 48 2159 24 138
internal_value=0 -1.37675e-05 0.000120929 0.000192259 7.63637e-05 0.000168218 0.000905311 -6.07039e-06 0.000104784 -4.57554e-05 0.000173832 -6.54297e-05 0.000176691 -0.000149111 0.00058035 -3.76847e-06 6.71466e-06 -7.51988e-06 -0.000302649 4.16169e-06 0.000470986 1.53123e-05 0.00103221 0.000280412 -8.40107e-06 -2.89612e-06 -1.05253e-05 -2.64329e-05 -0.000258658 -0.000116135
internal_weight=0 2802 319 299 272 251 48 203 183 139 117 91 71 49 44 2774 2680 2659 94 2633 69 73 40 53 2564 2544 2524 2369 210 186
internal_count=3121 2802 319 299 272 251 48 203 183 139 117 91 71 49 44 2774 2680 2659 94 2633 69 73 40 53 2564 2544 2524 2369 210 186
is_linear=0
shrinkage=0.1


Tree=1639
num_leaves=31
num_cat=0
split_feature=156 474 160 474 1446 11 0 156 8 33 9 15 15 15 130 15 15 132 130 1203 1200 51 401 1456 484 1447 1455 1446 160 52
split_gain=0.000523555 0.00154891 0.00206782 0.00146985 0.00164504 0.000715733 0.00368907 0.0012881 0.000747874 0.000869151 0.00115783 0.000659426 0.00676049 0.00298343 0.00365629 0.00304232 0.00150199 0.00157224 0.00221476 0.00212861 0.00281046 0.00132462 0.00153142 0.00158581 0.00363227 0.00223879 0.00183004 0.00139263 0.00528293 0.00201027
threshold=0.3248100000000001 0.11381000000000001 -0.046074999999999991 0.10970500000000001 -0.093534999999999993 0.095720000000000013 0.024095000000000002 -0.094124999999999986 0.089545000000000013 -0.012019999999999998 0.086220000000000005 0.083195000000000005 0.081070000000000017 0.084050000000000014 -0.0089599999999999975 0.084510000000000016 0.084735000000000019 -0.083449999999999983 0.0084900000000000028 0.089480000000000018 0.085780000000000009 0.10501000000000001 0.13485500000000003 0.085790000000000019 -0.081684999999999994 -0.086059999999999984 -0.079434999999999992 0.037915000000000011 -0.53908999999999996 0.008405000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 7 -7 -6 9 -9 11 12 -11 14 -13 -15 -17 18 -18 21 -21 22 23 25 -25 -19 -27 28 -28 -29
right_child=-2 2 -4 -5 5 6 -8 8 -10 10 -12 13 -14 15 -16 16 17 19 -20 20 -22 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=0.00090546911756973726 -0.00047534734375126984 -6.2337229875001043e-05 0.0013425940525485203 -0.00076839118916541347 0.00057343402137727641 0.00019962836172009881 -0.0014569678832776845 -0.00060946300026785147 0.00050018707968712108 -2.6022952497600652e-05 0.00061281925872511546 5.0587558480738498e-05 -0.0016823742946144194 -0.00087658287312306874 0.0018099256658128332 0.00076891664783553491 -0.0010599485758223549 0.00098612349992617965 0.00011715724416937905 0.0016130041849100963 -2.4894641352478757e-05 0.00056708851385168558 -0.00077294316026382153 -0.0015094450575166517 0.00032921905645211653 -0.00075470631307890195 -0.001540645289545258 -9.2532206881081779e-05 7.1458646855853311e-05 0.0012753233080729843
leaf_weight=20 23 22 20 25 39 41 20 24 29 1720 30 27 25 37 21 28 31 25 33 20 22 43 25 21 22 29 21 21 635 22
leaf_count=20 23 22 20 25 39 41 20 24 29 1720 30 27 25 37 21 28 31 25 33 20 22 43 25 21 22 29 21 21 635 22
internal_value=0 3.52904e-06 0.000606678 -4.7603e-06 1.5382e-06 -4.46599e-06 -0.000343518 2.54492e-06 -5.10355e-06 -1.0188e-05 -5.15561e-06 -1.17112e-05 -4.97529e-05 4.9584e-05 0.000820298 1.38408e-05 4.68525e-05 2.60094e-05 -0.000453003 5.98469e-05 0.000755057 2.6052e-05 -2.28487e-06 2.19192e-05 -0.000568733 5.56484e-05 2.36953e-05 5.59895e-05 1.98517e-05 0.000607301
internal_weight=0 3098 42 3056 3031 3011 61 2950 2911 2882 2858 2828 1745 1083 48 1035 998 970 64 906 42 864 821 796 43 753 728 699 656 43
internal_count=3121 3098 42 3056 3031 3011 61 2950 2911 2882 2858 2828 1745 1083 48 1035 998 970 64 906 42 864 821 796 43 753 728 699 656 43
is_linear=0
shrinkage=0.1


Tree=1640
num_leaves=31
num_cat=0
split_feature=1447 2 1447 1447 13 43 479 480 483 158 481 15 12 158 4 2 159 158 42 106 295 9 34 1452 0 0 150 0 52 0
split_gain=0.000604574 0.00224719 0.00445741 0.00164044 0.00265859 0.00124051 0.000813662 0.000836193 0.000847333 0.000780631 0.000926602 0.000761914 0.00129104 0.000760688 0.00267095 0.00193864 0.00400409 0.00187168 0.00188822 0.00115414 0.0017174 0.00154796 0.00112634 0.00113638 0.00100403 0.000983891 0.00365877 0.00129696 0.00359074 0.00754044
threshold=-0.085804999999999979 0.083715000000000026 -0.086849999999999997 -0.084334999999999979 -0.085034999999999986 -0.081154999999999991 0.10713500000000002 -0.085744999999999988 -0.47356499999999996 0.13509500000000002 0.091060000000000016 -0.5556049999999999 -0.040564999999999997 0.095525000000000013 0.058735000000000009 0.084305000000000005 0.11084000000000001 0.08673500000000002 0.083595000000000017 0.085275000000000004 0.084000000000000005 -0.036024999999999995 -0.080814999999999984 -1.0000000180025095e-35 -0.081459999999999991 -0.24955499999999997 1.0000000180025095e-35 -0.10224499999999999 0.084240000000000023 -0.14226499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -2 -3 7 -5 -9 10 11 12 -10 17 15 24 -17 19 -19 21 -21 -13 -23 -24 -15 26 -25 28 -27 -30
right_child=3 2 -4 6 -6 -7 -8 8 9 -11 -12 13 -14 14 -16 16 -18 18 -20 20 -22 22 23 25 -26 27 -28 -29 29 -31
leaf_value=0.00053903861892952898 0.0014603567204903812 0.0004037077756947838 -0.0014620072884523932 -0.00055886444827558956 -0.00017016013560350985 -0.00047512437520018814 0.00051852155340990675 -0.00064841844316106297 -0.00014795498545503333 0.00059813261051948016 0.0006466481580652975 -0.00071182521569426174 0.00094822859867814586 0.0010374147837865168 -0.0010088516885469504 -0.0014481242019211919 0.00036500265584969575 0.00013449536137548939 0.0013525265661883169 0.0011794570414349439 -8.7583605225359946e-05 -0.00072434706843606288 -0.00075647781894076619 0.0013071368308980407 6.8627748608022284e-05 -4.0933749505227829e-05 -0.00050028062625122923 2.6113129971089388e-05 0.00014645843263212088 -0.001949810012774833
leaf_weight=30 20 36 30 27 20 29 30 20 21 22 22 32 22 20 34 21 29 35 20 20 23 22 20 24 23 376 21 2003 37 32
leaf_count=30 20 36 30 27 20 29 30 20 21 22 22 32 22 20 34 21 29 35 20 20 23 22 20 24 23 376 21 2003 37 32
internal_value=0 -0.000215473 -0.00045374 8.99005e-06 0.000645098 1.16134e-05 3.82363e-07 -4.93007e-06 2.2903e-07 4.73509e-06 1.65702e-07 -4.85109e-06 0.000412883 -1.12847e-05 -0.000250392 2.68947e-05 -0.000396511 1.09917e-07 0.000577416 -1.20555e-05 0.000501738 -2.06621e-05 -1.19374e-05 -5.7006e-06 0.000519226 3.2248e-07 0.000463675 -8.19504e-06 -0.00016262 -0.000825724
internal_weight=0 125 95 2996 40 65 2956 2926 2899 2879 2857 2835 43 2792 127 93 50 2665 55 2610 43 2567 2535 2513 43 2493 45 2448 445 69
internal_count=3121 125 95 2996 40 65 2956 2926 2899 2879 2857 2835 43 2792 127 93 50 2665 55 2610 43 2567 2535 2513 43 2493 45 2448 445 69
is_linear=0
shrinkage=0.1


Tree=1641
num_leaves=31
num_cat=0
split_feature=33 9 3 34 9 1 121 40 2 3 3 13 2 2 2 4 11 0 0 124 51 51 4 0 42 3 160 2 151 159
split_gain=0.000556432 0.000553858 0.0019817 0.000675865 0.000872642 0.00167747 0.0015944 0.000764348 0.00173461 0.000683794 0.00329187 0.00222158 0.00215188 0.00274462 0.00278366 0.00188775 0.00333397 0.0018665 0.00168899 0.0014275 0.00255119 0.002456 0.00218851 0.00162425 0.00210041 0.00299055 0.00413746 0.00206356 0.00321457 0.00155895
threshold=-0.018454999999999996 0.091905000000000014 -0.13309499999999996 -0.097449999999999981 -0.090799999999999978 0.16540500000000002 -0.094339999999999993 -0.085734999999999992 0.10559 -0.0049599999999999991 -0.0080949999999999998 -0.16152999999999998 -1.0000000180025095e-35 0.079055000000000014 0.085155000000000022 -0.37944499999999992 0.077415000000000012 0.14486500000000005 -0.26609999999999995 0.0026500000000000004 -0.16666999999999996 -0.12463499999999998 -0.39518999999999993 -0.050684999999999994 0.086375000000000021 0.088060000000000013 0.10830500000000001 0.11177500000000001 -0.0096649999999999982 0.10713500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 -8 10 11 -9 -11 -14 -15 16 -13 -17 -16 20 -20 -22 -23 24 25 -24 27 28 -27 -29
right_child=1 2 -4 4 5 -7 7 9 -10 12 -12 15 13 14 18 17 -18 -19 19 -21 21 22 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.00046988309407606718 0.00058119375957176088 0.00043054318708267859 -0.00081963632624137972 -0.00054796173735040016 -0.00087115576745764841 0.00091600357089191673 0.00082674214910880169 -0.0010376691153006895 -0.00025830965807052475 0.0010482454955901789 -0.0011450141453399109 -0.0011364007939118892 -0.0010886280123668258 0.0010929253398595999 -0.00075174703262746332 7.4745214862707291e-06 -1.8259829375892876e-05 0.00097786626298329809 0.0011604567575926447 -0.00072687763313297184 -0.00097528971576442327 0.00082360855190128821 0.0010270553893713293 -0.00082670961070107306 -0.00074601476483691779 -0.00017795429658967212 -0.0013160978163614346 -0.00017178583459301285 0.0013823651690824678 0.00076986418626759021
leaf_weight=25 20 21 32 29 21 20 34 21 26 23 26 40 20 27 25 2220 80 20 23 20 21 41 37 20 26 23 20 108 31 21
leaf_count=25 20 21 32 29 21 20 34 21 26 23 26 40 20 27 25 2220 80 20 23 20 21 41 37 20 26 23 20 108 31 21
internal_value=0 -3.79428e-06 -0.000324282 1.78767e-06 -2.04565e-06 3.24211e-06 -2.89616e-06 3.27839e-06 0.000356553 -4.04843e-06 -2.58943e-05 -1.36737e-05 0.000104147 5.72478e-05 0.00010898 -4.56189e-06 -0.000390973 1.61387e-05 4.51185e-05 9.6069e-05 0.000140433 7.30173e-05 0.00014034 4.23887e-05 0.000107734 0.000200224 4.95207e-05 0.000198769 0.000717785 -1.8494e-05
internal_weight=0 3096 53 3043 3023 2994 2974 2953 60 2893 2407 2381 486 463 443 2360 120 2240 416 391 371 348 327 286 266 240 203 183 54 129
internal_count=3121 3096 53 3043 3023 2994 2974 2953 60 2893 2407 2381 486 463 443 2360 120 2240 416 391 371 348 327 286 266 240 203 183 54 129
is_linear=0
shrinkage=0.1


Tree=1642
num_leaves=31
num_cat=0
split_feature=1210 43 43 1374 13 151 483 4 4 42 0 0 15 49 2 131 131 43 42 484 15 0 49 52 133 12 157 12 43 3
split_gain=0.000506214 0.000502375 0.00395132 0.00280835 0.00336229 0.00293549 0.00249124 0.00418509 0.00271417 0.00269114 0.0029883 0.00413582 0.00190821 0.00188556 0.00155126 0.00153456 0.00399837 0.00255706 0.0017697 0.00268624 0.00267319 0.00316688 0.00315169 0.00189559 0.00225646 0.00181761 0.00265672 0.00271124 0.00305285 0.00176864
threshold=-0.42132499999999995 -0.082389999999999977 -0.082144999999999982 0.086000000000000007 -0.084869999999999987 -0.5413699999999998 0.10143000000000001 0.51608000000000009 0.0045450000000000013 0.087745000000000004 -0.069824999999999984 -0.098289999999999975 -0.094549999999999981 -0.004729999999999999 0.113445 0.089305000000000009 0.091295000000000015 -0.083434999999999995 0.083995000000000014 0.088375000000000009 -0.0092699999999999987 -0.08824499999999999 -0.0094199999999999978 0.08976000000000002 0.084415000000000018 0.094070000000000015 -0.081579999999999986 0.082850000000000021 -0.14386499999999997 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 8 12 10 11 -10 13 -7 -12 17 -17 18 25 20 22 -22 -20 24 -23 26 -14 -28 -29 -18
right_child=1 2 -4 4 -6 6 -8 -9 9 -11 14 -13 15 -15 -16 16 29 -19 19 -21 21 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00044817828573286535 -0.0011747319279675141 -0.0013618014996278694 -1.5051649284530958e-05 0.0017969659320078791 -3.6689111730083831e-05 3.4999688908171195e-06 -0.0010221692517266743 0.0014740007973852614 -0.00030167488889674135 0.00033006842174317417 0.00066030432921252216 -0.0019658627953114257 0.00040999271781978807 0.0011147262389705566 -0.0005851920566055924 0.0016953634569654243 0.00044048729719361297 -0.0011090291652362794 0.00031197878370921197 0.0013648347618679206 0.0015853748918743804 -0.00019225633703172208 -0.0012950333685654662 -0.00049747276945574282 0.0012753570529060777 0.00027036934959704967 -5.0908419992386682e-05 -0.00034663434060731613 -0.0016838602150880521 -0.00060385982214938849
leaf_weight=25 20 22 2235 20 20 26 21 21 32 41 20 28 41 37 20 20 50 20 26 21 20 20 23 27 22 84 66 38 31 24
leaf_count=25 20 22 2235 20 20 26 21 21 32 41 20 28 41 37 20 20 50 20 26 21 20 20 23 27 22 84 66 38 31 24
internal_value=0 -3.61901e-06 -2.8179e-05 6.24501e-05 0.000880138 2.15145e-05 5.22268e-05 8.19924e-05 4.23287e-05 -0.000352218 -0.000631955 -0.0010783 0.000135669 0.000656125 3.75561e-05 7.41521e-05 0.00044084 -4.36426e-06 4.83644e-05 0.000311168 0.000150827 0.000477398 -0.000442333 0.000156246 0.000576494 -0.00011235 -0.000295012 -0.000509124 -0.000947417 0.00010178
internal_weight=0 3096 2257 839 40 799 779 758 737 141 100 60 596 63 40 533 94 439 419 159 138 89 49 69 42 260 176 135 69 74
internal_count=3121 3096 2257 839 40 799 779 758 737 141 100 60 596 63 40 533 94 439 419 159 138 89 49 69 42 260 176 135 69 74
is_linear=0
shrinkage=0.1


Tree=1643
num_leaves=31
num_cat=0
split_feature=12 130 12 0 142 153 0 15 447 147 147 34 1 2 1208 1210 16 3 1 4 15 160 0 0 4 0 132 1204 2 1209
split_gain=0.000568367 0.00116418 0.000792462 0.00223412 0.00174173 0.000638183 0.000661201 0.00337791 0.000859962 0.00171871 0.00132486 0.000723875 0.00219236 0.00103961 0.00305053 0.00476431 0.00340606 0.00384773 0.0167465 0.00511535 0.00324972 0.00320677 0.00294499 0.00384997 0.00720321 0.00500794 0.00287261 0.00695264 0.00265448 0.00248098
threshold=0.23631000000000002 -0.22562499999999999 0.12757000000000002 -0.04917499999999999 -0.057499999999999989 0.086100000000000024 -0.24955499999999997 -0.055554999999999993 0.089095000000000021 0.092780000000000015 0.094075000000000006 -0.057544999999999992 0.10293500000000001 0.083865000000000009 0.10233500000000001 -0.091799999999999979 -0.069894999999999985 -0.063074999999999978 0.092235000000000025 0.052250000000000012 -0.086254999999999984 -0.0080249999999999991 -0.087414999999999979 -0.082394999999999982 -0.050494999999999991 -0.080309999999999979 -0.083284999999999984 -0.078604999999999994 0.084055000000000005 -0.089214999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 -6 9 11 -10 12 -8 14 15 -13 26 20 -19 -20 21 -18 -22 24 -24 -25 -17 -28 -15 -30
right_child=-2 2 3 -5 5 -7 8 -9 10 -11 -12 13 -14 28 -16 16 17 18 19 -21 22 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=0.00068331843311898418 -0.00049527262276767385 0.0008723788985820569 0.00023326034547608288 -0.00095789427418381935 -0.00032115079113282264 -0.00053778694577472791 0.0010728391492739321 0.001332481219876735 -3.7919822467589071e-05 0.00090563716041201369 -0.0010434446672297783 -0.0016732377879088746 -1.8094734405167403e-05 0.00091456709267345802 0.0010183965218106019 0.0010790747097605068 -0.00015376151842065155 -0.0034208721311006236 -0.0010593946798638041 0.0010992961186591698 0.00087357040556526047 -0.0018091570449707271 -0.0021309179194795437 0.0014965954716899433 0.0001505067389863994 -0.00012797606256187294 -0.0016738072990185836 0.00017517987009246929 -0.00092438135870906999 2.3638550169996105e-05
leaf_weight=25 23 23 32 31 30 22 25 21 38 21 20 20 70 33 23 29 25 20 21 23 32 22 25 22 31 138 22 269 28 1957
leaf_count=25 23 23 32 31 30 22 25 21 38 21 20 20 70 33 23 29 25 20 21 23 32 22 25 22 31 138 22 269 28 1957
internal_value=0 3.67698e-06 -1.85216e-06 -0.000352863 5.49459e-06 -1.18045e-06 2.80111e-06 0.000359757 -3.44622e-06 4.29537e-06 -0.000384653 -2.38124e-06 0.000268993 -1.17902e-05 -0.00011477 -0.000152056 -0.000107249 -0.000318705 -0.00102158 6.90119e-05 -0.000166217 -0.000928628 -2.17282e-05 -0.000154365 -0.000867986 9.54025e-05 0.000129977 3.53939e-05 2.50539e-05 1.0266e-05
internal_weight=0 3098 3073 63 3010 2987 2965 51 2914 2856 58 2835 95 2740 722 699 679 359 64 44 295 47 248 216 56 160 320 291 2018 1985
internal_count=3121 3098 3073 63 3010 2987 2965 51 2914 2856 58 2835 95 2740 722 699 679 359 64 44 295 47 248 216 56 160 320 291 2018 1985
is_linear=0
shrinkage=0.1


Tree=1644
num_leaves=31
num_cat=0
split_feature=130 10 42 10 42 11 33 10 1 46 1446 479 1447 133 31 43 39 376 376 43 151 150 2 14 11 1 13 9 15 15
split_gain=0.000660538 0.00144727 0.00137552 0.00123548 0.00168147 0.00110819 0.00153755 0.00249976 0.000841254 0.00114405 0.000804315 0.000954967 0.000852712 0.00198627 0.000724759 0.00255702 0.000769691 0.00110818 0.00122536 0.00096631 0.000815862 0.00169337 0.00117734 0.000911783 0.00211525 0.00154319 0.00411702 0.00222673 0.0011406 0.0018341
threshold=-0.23647499999999996 -0.38124499999999995 0.089390000000000011 -0.086389999999999981 0.084755000000000011 -1.0000000180025095e-35 -0.012019999999999998 -0.0097449999999999985 0.15799000000000005 0.096120000000000011 -0.09143999999999998 0.10713500000000002 0.022105000000000003 0.084760000000000016 -1.0000000180025095e-35 -0.083879999999999996 0.10940500000000002 0.089985000000000023 0.08573500000000002 -0.0043399999999999992 0.26900000000000007 0.12965000000000002 0.15109000000000003 0.081390000000000004 0.076920000000000002 0.13265500000000002 -0.070304999999999992 0.085355000000000014 0.12211500000000002 0.11728000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 -7 -8 9 10 -9 12 14 -14 15 -12 17 18 20 -18 21 22 23 25 -25 27 -27 28 29 -16
right_child=1 3 -4 5 -6 6 7 8 -10 -11 11 -13 13 -15 16 -17 19 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00057284615424578076 3.6635436117649079e-07 -0.0012077520412276501 0.0011591441330632993 0.00066657410422340038 2.2420648252591491e-05 -0.00085465084398276224 0.00086953224663650908 -0.00058350896482200674 -0.00058330379007384182 0.00062422615983764298 0.00037539597251452507 0.00050961015610179563 -0.0010409233495593071 0.0002619048728692261 7.8472695399952882e-06 -0.0012236717739870073 0.00077282362336549785 -0.00058806302840821447 0.00073069084850747304 -5.0778843810154034e-05 -0.00059537905997232251 0.0008218796937726439 -0.00071737824176164831 -0.0010759622137993575 0.00020056720650582402 -0.0002397104743977252 0.0014544079559317862 -0.0010274787573421021 -0.00039705321455852857 0.0007586421081655179
leaf_weight=20 20 20 21 25 25 21 33 24 25 29 20 36 25 22 2320 20 29 32 23 28 23 25 23 25 27 32 26 21 68 33
leaf_count=20 20 20 21 25 25 21 33 24 25 29 20 36 25 22 2320 20 29 32 23 28 23 25 23 25 27 32 26 21 68 33
internal_value=0 3.69459e-06 0.000593887 -4.21321e-06 -0.000524323 3.54962e-06 -1.99406e-06 4.03686e-06 -5.69112e-06 -7.30521e-07 -7.01912e-06 -2.17806e-06 -8.70689e-06 -0.000431089 -1.55304e-06 -0.000424138 4.62736e-06 -3.11211e-06 3.96212e-06 0.000368247 -2.41026e-06 2.83523e-06 -5.11665e-06 1.30263e-06 -0.000413149 9.92322e-06 0.000519722 -2.18502e-06 6.70848e-06 1.83769e-05
internal_weight=0 3101 41 3060 45 3015 2990 2969 2936 2911 2882 2858 2822 47 2775 40 2735 2678 2646 57 2623 2600 2575 2552 52 2500 58 2442 2421 2353
internal_count=3121 3101 41 3060 45 3015 2990 2969 2936 2911 2882 2858 2822 47 2775 40 2735 2678 2646 57 2623 2600 2575 2552 52 2500 58 2442 2421 2353
is_linear=0
shrinkage=0.1


Tree=1645
num_leaves=31
num_cat=0
split_feature=33 1210 484 484 484 150 475 484 2 43 49 481 4 133 4 1447 1447 403 481 52 2 1447 1428 157 0 2 4 0 160 52
split_gain=0.000559848 0.000549418 0.000567007 0.00623527 0.0046223 0.00204427 0.00269313 0.00322899 0.00188804 0.00332864 0.00249658 0.00095962 0.00113787 0.0011941 0.00107697 0.000686148 0.00633639 0.00506264 0.00292565 0.00253293 0.00243458 0.00127225 0.000859896 0.00162901 0.0007528 0.00384655 0.00585488 0.00350077 0.00598263 0.00291525
threshold=-0.044254999999999996 -0.42132499999999995 0.087235000000000021 0.085790000000000019 0.085505000000000012 0.10874500000000002 -0.08483499999999998 0.090535000000000018 0.11411 -0.0065949999999999993 0.10542000000000001 -0.082049999999999984 -0.065794999999999979 0.085520000000000013 0.0052350000000000009 -0.086279999999999982 -0.085684999999999997 -0.55327499999999985 -0.086219999999999977 0.11639500000000001 0.087470000000000006 -0.084334999999999979 -0.071779999999999997 0.63334000000000013 -0.14794999999999997 0.086100000000000024 -0.034939999999999992 -0.14116499999999996 0.050340000000000003 -0.080114999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 15 6 -4 -8 10 -10 11 -9 -13 14 -14 18 -17 -18 -3 20 -20 -19 -23 24 25 26 -24 28 -26 -27
right_child=1 2 5 -5 -6 -7 7 8 9 -11 -12 12 13 -15 -16 16 17 21 19 -21 -22 22 23 -25 27 29 -28 -29 -30 -31
leaf_value=0.00050267532536632975 0.00046333012403920298 -0.0011828394395706711 -0.0010712182644056158 -0.0013286821620163715 0.0015106736309826374 0.00099046030826866632 0.0011072276047586153 0.00063635881291702391 -0.0014218188885538638 0.00022969037706318954 0.0010819019869959447 -0.00061110567890643858 0.00087089688798490297 -0.00038973758610981435 -4.1993094652882851e-05 0.0017244489176110143 -0.0015659799222790061 0.00070288758818060158 0.0012075132649877797 -0.00084870038221457182 -0.00023225101661713177 -0.00066709397040540361 -0.00013249453013053253 0.00081115570598437137 -0.0017495203447798566 -0.00070060825421432117 0.0022582123609572592 -1.4683143545804026e-05 0.00028657184855007846 0.00018031236405414964
leaf_weight=22 25 26 20 36 20 25 30 20 23 26 25 33 24 33 28 21 21 25 23 21 24 20 21 24 31 49 20 2217 27 161
leaf_count=22 25 26 20 36 20 25 30 20 23 26 25 33 24 33 28 21 21 25 23 21 24 20 21 24 31 49 20 2217 27 161
internal_value=0 -3.56852e-06 -7.36568e-06 -2.11478e-05 -4.03717e-06 0.000126469 4.40275e-05 0.000136197 -1.21353e-06 -0.000545508 0.000162409 -4.16618e-06 -0.00011273 8.07574e-05 0.000379341 -1.51299e-05 -5.66628e-06 -1.95548e-05 -0.000280614 6.4354e-05 0.000472314 -7.04039e-06 -1.39463e-05 -8.82358e-06 -1.66144e-05 0.000147738 0.0010337 -3.47473e-05 -0.000801684 -2.52358e-05
internal_weight=0 3099 3074 2787 2751 287 262 242 212 49 163 138 118 85 52 2731 2637 2616 94 68 47 2595 2570 2550 2526 251 41 2275 58 210
internal_count=3121 3099 3074 2787 2751 287 262 242 212 49 163 138 118 85 52 2731 2637 2616 94 68 47 2595 2570 2550 2526 251 41 2275 58 210
is_linear=0
shrinkage=0.1


Tree=1646
num_leaves=31
num_cat=0
split_feature=130 42 1205 403 0 52 1208 401 1212 402 1212 0 1212 1212 1212 16 1213 1213 42 13 3 42 52 15 1212 1204 132 128 133 132
split_gain=0.000526405 0.00137428 0.000737506 0.000754941 0.00366709 0.00465706 0.00233445 0.000526798 0.000784484 0.00136947 0.000673569 0.00164896 0.00149457 0.00221462 0.00239818 0.00136815 0.000972003 0.00278383 0.00161225 0.00482603 0.00301174 0.00517554 0.00221981 0.00216626 0.00161102 0.00132963 0.00245777 0.00136434 0.00235168 0.00119867
threshold=-0.23647499999999996 0.15665000000000004 0.09993500000000001 -0.53960999999999981 -0.086409999999999987 0.08734500000000002 0.098655000000000007 0.13729500000000003 0.15049500000000002 0.13597000000000001 -0.14780999999999997 -0.086284999999999987 -0.089079999999999979 -0.083344999999999989 -0.063924999999999996 -0.081299999999999983 0.0036000000000000003 0.077040000000000011 0.089905000000000013 -0.084319999999999992 -0.083924999999999986 -0.071704999999999977 0.086040000000000019 0.084655000000000022 0.11006000000000002 0.057120000000000011 -0.41127499999999995 0.11787500000000002 -0.54084999999999994 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 9 10 11 -5 -12 -14 -15 -13 24 -18 20 -20 22 -22 23 -19 25 26 -16 28 -28 -30
right_child=1 -3 -4 6 5 -7 -8 -9 -10 -11 12 15 13 14 16 -17 17 18 19 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00051138629612978547 -0.0007897911431262567 0.00080951701827524682 -0.00060747445939341566 0.00042310023868811272 0.0014467768450932845 -0.00040994973308195105 -0.00078510765819565255 0.00051520439857995366 -0.00060877184427919845 0.00065520425587237705 0.00063627911179021284 -0.0011938974756048994 -0.0010028386948926543 0.0010955241485498845 0.00096040595682872531 -0.00011458710202229365 -0.001176524106771327 0.00018503988523864087 0.0016017435386311266 -0.00052223497768864033 0.0004138138706118546 -0.0015330212818904934 0.00071168942376971251 -0.0011129856121260672 0.00070831829357440729 -0.00080709130328614263 0.00095500144480655978 -0.00069298120298688973 0.00041569292470061312 -1.3394226752738487e-05
leaf_weight=20 22 21 20 21 35 22 38 20 21 32 37 23 22 20 27 24 26 36 20 23 22 36 38 20 33 20 26 28 67 2301
leaf_count=20 22 21 20 21 35 22 38 20 21 32 37 23 22 20 27 24 26 36 20 23 22 36 38 20 33 20 26 28 67 2301
internal_value=0 3.2982e-06 -2.19874e-06 1.75731e-06 0.000306872 0.000730146 -6.32859e-06 3.727e-06 2.27325e-07 4.63428e-06 -2.61946e-06 -0.000313597 4.92747e-06 -3.521e-06 4.49395e-06 -0.00064276 -3.5195e-06 -0.000204548 -7.49511e-05 0.000465662 -0.000227888 -0.000794567 0.000121765 -0.000278541 1.42372e-05 4.96031e-06 1.1592e-05 1.01481e-06 9.13172e-06 -1.25367e-06
internal_weight=0 3101 3080 3060 79 57 2981 2943 2923 2902 2870 68 2802 2765 2743 47 2723 221 195 43 152 58 94 56 2502 2469 2449 2422 2394 2368
internal_count=3121 3101 3080 3060 79 57 2981 2943 2923 2902 2870 68 2802 2765 2743 47 2723 221 195 43 152 58 94 56 2502 2469 2449 2422 2394 2368
is_linear=0
shrinkage=0.1


Tree=1647
num_leaves=31
num_cat=0
split_feature=132 1203 1203 1203 132 3 3 2 2 0 400 1429 155 16 50 155 1132 155 12 475 0 3 156 1454 484 484 49 49 482 2
split_gain=0.000576606 0.00259829 0.00151011 0.00226461 0.00114818 0.00103185 0.00231923 0.00231208 0.0048502 0.00109525 0.000737404 0.000615198 0.00109024 0.000688215 0.00258906 0.0016607 0.000705165 0.000860583 0.00131806 0.000776045 0.00384569 0.00207175 0.000726967 0.00122701 0.000735826 0.00320245 0.00296788 0.00696716 0.00283571 0.00376803
threshold=-0.083449999999999983 0.089005000000000015 0.089165000000000008 0.10250500000000001 -0.085099999999999981 -0.073309999999999986 -0.083924999999999986 0.10252500000000002 0.089320000000000024 -0.087414999999999979 -0.016164999999999995 -0.23752499999999996 0.14721000000000004 0.62925500000000012 -0.23771499999999998 0.12509500000000004 0.085085000000000008 0.104145 0.094070000000000015 1.0000000180025095e-35 -0.080499999999999988 -0.081234999999999988 -0.092624999999999985 0.11562500000000002 0.085845000000000019 0.085435000000000025 0.11560500000000001 0.092185000000000017 0.098465000000000011 0.12844500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 -4 5 6 9 8 -7 -1 -11 -2 13 15 -15 16 17 19 -19 22 21 -21 -13 24 25 -24 27 28 29 -26
right_child=2 -3 3 -5 -6 7 -8 -9 -10 10 -12 12 -14 14 -16 -17 -18 18 -20 20 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00057475525385665676 -0.00055132416309788823 -0.001138613921951522 0.0013159249729307538 3.474284171101612e-05 0.00066281320039360302 -0.00040727124530045943 -0.0012404543727990876 -0.0005482366350720284 0.0016248948664566423 0.00061091724855941729 -0.00019060323472579264 -0.00059060514086879613 0.00062614884680962338 0.00043365074007306251 -0.00090691425139084465 0.00091421797527118558 0.00059123699698830027 -0.0008807202710678602 5.2096021395162542e-05 0.0004719975222888891 0.0014171866954050282 -0.00095012154175492473 -1.3075582766402463e-05 0.00078036633611191066 2.2124598032882032e-05 -0.0012255089368078519 -0.00086969323210024207 0.0015839007101449707 -0.00089468535526456049 0.0014138971222564579
leaf_weight=27 20 24 22 37 21 24 22 29 23 24 22 21 28 25 34 20 20 28 33 21 22 20 2234 20 168 22 26 34 28 22
leaf_count=27 20 24 22 37 21 24 22 29 23 24 22 21 28 25 34 20 20 28 33 21 22 20 2234 20 168 22 26 34 28 22
internal_value=0 -0.00015763 1.17205e-05 0.000512472 -3.50071e-05 -0.000120704 -0.000340417 0.000153937 0.000587193 -6.91733e-05 0.000227581 1.33951e-06 5.25079e-06 -9.62631e-07 -0.000338878 6.31631e-06 -3.61892e-07 -4.74573e-06 -0.000376082 3.84089e-06 0.000350597 -0.000221719 -4.64285e-06 1.7516e-07 -5.98262e-06 -2.4899e-05 0.000147525 0.000252477 4.48233e-05 0.000183277
internal_weight=0 216 2905 59 192 171 95 76 47 73 46 2846 2826 2798 59 2739 2719 2699 61 2638 63 41 2575 2554 2534 2256 278 252 218 190
internal_count=3121 216 2905 59 192 171 95 76 47 73 46 2846 2826 2798 59 2739 2719 2699 61 2638 63 41 2575 2554 2534 2256 278 252 218 190
is_linear=0
shrinkage=0.1


Tree=1648
num_leaves=31
num_cat=0
split_feature=1420 155 471 471 154 157 12 130 374 39 39 39 39 39 1 13 39 33 9 13 4 1 16 1 1 16 150 2 0 2
split_gain=0.000513564 0.00123838 0.000744783 0.000858621 0.000515149 0.00162964 0.000609499 0.00111054 0.000600132 0.000759683 0.000926441 0.00101356 0.00121157 0.000950199 0.00192689 0.000908539 0.000829382 0.000902036 0.00179717 0.000884058 0.00116142 0.00220871 0.00171729 0.00108377 0.00196562 0.00167704 0.00106538 0.00141183 0.00386163 0.00311469
threshold=0.056520000000000008 0.14721000000000004 0.10338500000000002 0.093375000000000014 0.084190000000000001 0.32331500000000007 0.23631000000000002 -0.22562499999999999 0.092550000000000007 0.11536 0.10940500000000002 0.10484500000000001 0.096775000000000014 0.088780000000000012 0.111945 -0.071554999999999994 0.08733500000000001 -0.012019999999999998 0.091600000000000015 -0.49353499999999995 0.51164000000000009 0.14262000000000002 -0.11118499999999999 0.11846000000000002 0.12205500000000001 -0.11676499999999999 -0.14718999999999996 0.113445 0.16094000000000003 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 10 11 12 13 16 -15 -11 17 -9 19 -19 21 23 -22 26 -25 -26 -21 28 29 -28
right_child=-2 -3 -4 -5 -6 -7 -8 8 -10 15 -12 -13 -14 14 -16 -17 -18 18 -20 20 22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.00066865811875322842 -0.00047079003972770725 0.00076881068442682075 -0.00058148407419635485 0.00063967282365497559 0.00050387882860377427 -0.00082605740171857187 -0.00054892427287995822 -0.00062514264554129509 0.0005081502248725408 0.00013096709148157973 0.00060815594415180392 -0.00067938971862366261 0.00057047775465164435 -0.00084667896257880596 0.00014737795035426433 -0.00073915690494080386 0.00051864284511295058 -0.00049143978426031563 0.00068658247674695879 0.00068053451038643049 0.0011321035600055686 -0.0010053936049437405 -0.0001482207057415508 0.0011598640132102777 -0.00067337655373627238 0.00037978677115730805 -2.8440141327354542e-05 -0.00026179632038506517 0.0013551693365332627 0.00067974812454849607
leaf_weight=25 23 21 22 21 20 24 20 23 23 20 25 22 37 39 39 30 31 37 38 22 22 22 20 22 21 54 2096 217 21 64
leaf_count=25 23 21 22 21 20 24 20 23 23 20 25 22 37 39 39 30 31 37 38 22 22 22 20 22 21 54 2096 217 21 64
internal_value=0 3.49522e-06 -1.72793e-06 2.44707e-06 -1.96352e-06 -5.32014e-06 1.26772e-06 4.97271e-06 -6.61287e-07 -4.66631e-06 2.06143e-06 -3.26079e-06 2.00464e-06 -5.53966e-06 -0.000349651 -0.000391107 4.36463e-06 -1.58633e-06 3.81345e-06 -6.09688e-06 8.60771e-07 -7.76692e-06 0.000522425 9.52898e-07 0.000328707 8.4901e-05 -1.21844e-05 -1.85396e-05 5.66341e-06 -7.45679e-06
internal_weight=0 3098 3077 3055 3034 3014 2990 2970 2945 2922 2872 2847 2825 2788 78 50 2710 2679 2656 2618 2581 2539 42 2517 97 75 2420 2398 2181 2160
internal_count=3121 3098 3077 3055 3034 3014 2990 2970 2945 2922 2872 2847 2825 2788 78 50 2710 2679 2656 2618 2581 2539 42 2517 97 75 2420 2398 2181 2160
is_linear=0
shrinkage=0.1


Tree=1649
num_leaves=31
num_cat=0
split_feature=33 130 42 1205 403 0 402 403 42 42 52 52 3 16 3 4 403 15 1 50 42 12 12 52 0 9 16 4 43 402
split_gain=0.000583883 0.000565669 0.00119315 0.000595258 0.000649303 0.00295478 0.0041899 0.0020733 0.000524319 0.001746 0.0022247 0.00251751 0.00151659 0.0045163 0.00447398 0.00201289 0.00262349 0.0025141 0.00343377 0.00236377 0.00132185 0.00146832 0.00193616 0.00163202 0.0013454 0.00194005 0.00106957 0.0021852 0.00213027 0.00252289
threshold=-0.018454999999999996 -0.23647499999999996 0.15665000000000004 0.09993500000000001 -0.53960999999999981 -0.086409999999999987 -0.035114999999999993 -0.53255499999999989 0.094725000000000018 0.095405000000000004 0.51358000000000004 0.4099850000000001 -0.073309999999999986 0.40737000000000007 -0.070649999999999977 -0.076229999999999978 1.0000000180025095e-35 -0.089549999999999991 0.093205000000000024 0.090630000000000016 0.092395000000000019 0.094070000000000015 0.089210000000000025 -0.020999999999999994 0.18019500000000002 -0.087824999999999986 -0.14158499999999996 -0.064804999999999988 -0.11278499999999998 0.099530000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -6 20 -10 11 12 13 15 -14 16 19 -17 -19 -11 24 22 -22 -23 25 -9 27 -27 -29 -30
right_child=1 2 -4 -5 7 6 -8 8 9 10 -12 -13 14 -15 -16 17 -18 18 -20 -21 21 23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.00048133396031334997 -0.000533987807284575 -0.00070349521675697451 0.00075074996621835803 -0.00054936864951741886 -0.00099966939610783893 -9.6949782164301734e-05 0.0016308540934696792 0.00091615262461583252 0.00086350490704977098 0.00026208971257266756 0.0010009051130391133 -0.00092438732140830582 0.0016341210791627721 -0.0015661329909926283 8.110755391172925e-05 0.00047313656174557527 -0.00046951713180169469 0.00013614956580568105 -0.0016554485831875355 0.0016321664115093882 -2.5162763389137884e-05 -0.00052369738643226981 -0.0012056057969333999 0.00072443766635842631 -0.00076633456173231423 -0.00096344887954933993 2.3192442539248425e-05 -0.00092609813686327222 5.7391670381260019e-05 -0.0010282209594784629
leaf_weight=25 20 22 21 20 21 32 25 23 28 34 23 28 21 20 159 23 25 20 23 20 24 22 33 20 23 31 1975 28 309 23
leaf_count=25 20 22 21 20 21 32 25 23 28 34 23 28 21 20 159 23 25 20 23 20 24 22 33 20 23 31 1975 28 309 23
internal_value=0 -3.88673e-06 -4.40044e-07 -5.60371e-06 -2.02041e-06 0.000280912 0.000660859 -9.58187e-06 -2.49777e-06 0.000100359 4.63995e-05 -1.24574e-05 6.15543e-05 -0.000157433 0.000262292 3.68708e-05 0.000377423 -0.00037076 -0.000822147 0.000769526 -1.98659e-05 -0.000377995 -0.000708577 7.06526e-05 -5.1666e-06 2.16152e-06 -6.72343e-06 -0.000157833 -8.84606e-05 -1.78164e-05
internal_weight=0 3096 3076 3055 3035 79 57 2956 2935 424 396 373 345 165 180 145 79 66 43 54 2511 99 57 42 2412 2389 2366 391 360 332
internal_count=3121 3096 3076 3055 3035 79 57 2956 2935 424 396 373 345 165 180 145 79 66 43 54 2511 99 57 42 2412 2389 2366 391 360 332
is_linear=0
shrinkage=0.1


Tree=1650
num_leaves=31
num_cat=0
split_feature=47 47 47 1 3 1 16 47 47 1 0 1 43 47 131 130 1204 133 132 42 400 403 1203 1213 129 43 0 130 121 42
split_gain=0.00051487 0.00502511 0.00347989 0.00164134 0.00645158 0.00430725 0.001866 0.0016063 0.00205906 0.0015446 0.00118322 0.00110523 0.00140746 0.00155626 0.000980117 0.0020274 0.00137099 0.000949688 0.000987555 0.00181308 0.0023105 0.00157242 0.000911618 0.00227434 0.000867857 0.00176097 0.00224494 0.00110114 0.00160901 0.0012462
threshold=0.092165000000000011 0.09550500000000002 0.088915000000000008 0.096325000000000008 -0.070649999999999977 0.107145 -0.12029499999999999 0.085770000000000027 0.080455000000000013 0.11323000000000001 -0.26343999999999995 0.089935000000000015 -0.085154999999999995 0.10699500000000002 -0.076979999999999979 0.12884500000000002 0.053645000000000005 -0.54084999999999994 -0.084389999999999979 -0.018024999999999996 -0.016164999999999995 -0.081224999999999992 0.089165000000000008 0.09796500000000001 0.091700000000000018 -0.03898999999999999 -0.081584999999999977 -0.22699999999999995 -0.088279999999999983 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 11 6 -5 8 10 -7 -1 12 -3 -14 -12 16 17 -16 19 20 -19 -21 24 -24 27 -26 -27 -20 -29 -30
right_child=1 3 -4 5 -6 9 -8 -9 -10 -11 14 -13 13 -15 15 -17 -18 18 22 21 -22 -23 23 -25 25 26 -28 28 29 -31
leaf_value=0.00074606968333855981 -0.0014808357313741 0.00023980554630697676 0.00095213925994287903 -0.0017322470835920069 0.0019237221146522644 0.00088933660823386172 -0.00044148220185888934 -0.00079706947738304745 0.0007815051736756954 -5.4170621002718586e-05 0.00058101374847215742 0.0005267659835517406 -0.00126619569840841 -1.8695926992222668e-05 0.00059104573805458273 -0.00079265537664689354 0.0008208710205508396 -0.00014263534426896108 -0.00076416250201873483 -0.00031350662939075849 -0.0015232046940830267 0.00075507808734463268 0.0011912008601939307 -0.00029882885166443885 -0.00010622932022670285 8.3759377241332203e-05 0.0013132901922088222 0.00085236577156354635 -0.00010697434119716638 4.2681232077459172e-05
leaf_weight=21 25 33 39 21 20 20 24 25 34 131 28 25 20 20 26 33 20 27 20 40 22 21 21 20 68 33 27 21 1042 1194
leaf_count=21 25 33 39 21 20 20 24 25 34 131 28 25 20 20 26 33 20 27 20 40 22 21 21 20 68 33 27 21 1042 1194
internal_value=0 -0.000116354 1.41783e-05 -7.71668e-06 0.000286944 -0.000185114 -0.00104384 8.42321e-07 8.18147e-06 7.07972e-05 -1.61474e-06 -4.70929e-05 -0.00024362 -0.000642446 -7.51086e-06 -1.37646e-05 -3.88631e-06 -1.02748e-05 -1.63915e-05 -0.000309503 -0.000762483 5.43668e-05 -3.20993e-06 0.000464357 -1.11809e-05 0.000242182 0.000637048 -2.54236e-05 -1.88774e-05 -2.70599e-05
internal_weight=0 339 2782 314 118 196 45 2743 2718 151 2684 98 73 40 2663 2635 2602 2582 2556 110 49 61 2446 41 2405 128 60 2277 2257 2236
internal_count=3121 339 2782 314 118 196 45 2743 2718 151 2684 98 73 40 2663 2635 2602 2582 2556 110 49 61 2446 41 2405 128 60 2277 2257 2236
is_linear=0
shrinkage=0.1


Tree=1651
num_leaves=31
num_cat=0
split_feature=471 1420 157 1429 472 155 475 154 3 12 130 12 46 133 16 147 0 447 148 147 13 16 16 133 12 0 13 3 376 48
split_gain=0.000541369 0.000824654 0.00119096 0.000817568 0.00116664 0.000634667 0.00126811 0.00144454 0.00125724 0.000565652 0.00109174 0.000572306 0.0017041 0.00141148 0.000647571 0.00148669 0.00183297 0.00162302 0.0012543 0.0033917 0.00254351 0.00254434 0.00120501 0.00165658 0.00117586 0.00101307 0.0046337 0.00241972 0.00185423 0.00262575
threshold=0.10693500000000002 0.056520000000000008 0.63397500000000007 -0.23752499999999996 -0.096814999999999998 0.11562500000000002 0.058495000000000012 0.084190000000000001 -0.081924999999999984 0.23631000000000002 -0.22562499999999999 0.12757000000000002 -0.043074999999999995 0.017095000000000003 -0.52595999999999987 0.094075000000000006 -0.23194499999999998 0.088125000000000023 -0.063899999999999985 0.093875000000000014 -0.087324999999999986 -0.5435399999999998 -0.50690499999999983 -0.010614999999999998 0.085635000000000003 -0.14116499999999996 -0.17933499999999997 0.097915000000000016 0.081970000000000015 0.089670000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 9 -7 10 -6 12 -12 -13 18 16 -16 22 19 -14 24 -22 23 -18 -20 26 -24 28 29 -28
right_child=-2 -3 -4 4 5 8 -8 -9 -10 -11 11 13 14 -15 15 -17 17 -19 20 -21 21 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00062610781418957892 0.00050602392515256293 -0.00064348003710620102 0.00076989083318039779 0.00074276657375906203 0.00066123624052124804 -0.00092499220574443995 0.00058261321800937124 -0.00081377248464956542 7.7506207162514329e-05 -0.00053037944715470084 0.00084303886202784879 -0.00077554261628275502 -0.00056158459494606806 0.00020395408999840066 0.0009238329306092718 -0.00077575875839102086 -6.627207937432606e-05 0.00084350554414255462 -0.00036329515412664761 0.0011470974356468237 -0.00023811365562406456 -0.0017769806364196399 -0.0015294569318939468 0.0010222059221834771 0.00065660056374326813 8.3009365504756321e-06 -0.00012097552097125884 0.0008421618992892595 0.0005864174274029211 -0.0012311438612717515
leaf_weight=21 21 20 20 21 25 22 37 22 29 20 24 31 26 28 22 24 29 23 26 21 22 21 24 27 20 2316 101 26 25 27
leaf_count=21 21 20 20 21 25 22 37 22 29 20 24 31 26 28 22 24 29 23 26 21 22 21 24 27 20 2316 101 26 25 27
internal_value=0 -3.42791e-06 7.28272e-07 -4.29893e-06 -2.13079e-09 -5.1705e-06 8.41785e-07 -6.50482e-06 -0.000354944 -3.97565e-07 3.27267e-06 -2.47273e-06 4.01272e-06 -0.000310697 -3.23067e-06 7.71545e-06 1.48923e-05 7.19536e-06 -0.000216036 0.000201869 -0.000436728 -0.000989653 -2.746e-07 0.00045853 8.01378e-05 -1.04743e-05 -0.000224678 -4.97361e-05 -0.0002013 -0.000355152
internal_weight=0 3100 3080 3060 3039 3018 2967 2930 51 2908 2888 2863 2804 59 2780 2644 2620 2598 136 47 89 43 2575 56 46 2519 203 179 153 128
internal_count=3121 3100 3080 3060 3039 3018 2967 2930 51 2908 2888 2863 2804 59 2780 2644 2620 2598 136 47 89 43 2575 56 46 2519 203 179 153 128
is_linear=0
shrinkage=0.1


Tree=1652
num_leaves=31
num_cat=0
split_feature=130 40 147 150 16 151 454 0 0 484 49 51 1372 150 151 151 3 484 484 475 150 150 4 49 49 48 3 3 52 16
split_gain=0.000510355 0.00119439 0.000610351 0.000607715 0.000759131 0.0014343 0.000737711 0.000573828 0.000569603 0.000683701 0.00911156 0.00329457 0.00308066 0.00155543 0.00115952 0.00174121 0.0034602 0.000920922 0.00383827 0.00127047 0.000941249 0.00175201 0.00244079 0.00434973 0.00137551 0.00253134 0.00145754 0.00704398 0.00852741 0.0148952
threshold=-0.22699999999999995 -0.23755499999999996 -1.0000000180025095e-35 -0.088479999999999989 -0.0064149999999999997 -0.08718999999999999 -0.064694999999999989 -0.24955499999999997 -0.23194499999999998 0.091180000000000011 0.11236 -0.076794999999999988 -0.065504999999999994 0.12965000000000002 0.13340000000000005 0.085465000000000013 -0.085784999999999986 0.087235000000000021 0.085790000000000019 -0.084394999999999984 0.116995 0.090735000000000024 1.0000000180025095e-35 -0.069799999999999987 -0.088694999999999982 0.089025000000000007 -0.081334999999999977 -0.080634999999999984 0.086635000000000004 -0.074319999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -5 -8 -9 12 11 -11 -10 14 15 17 -17 18 20 -19 21 24 -23 -24 25 -14 -26 28 29 -28
right_child=1 2 3 6 -6 -7 7 8 9 10 -12 -13 13 -15 -16 16 -18 19 -20 -21 -22 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00044119756527764435 0.00069210933148860935 -0.00053916579788728129 0.0004637631556220554 -0.00057016604114323854 0.00068957749956877841 -0.00050541280663590163 0.00038971405160122529 -0.00051350240616805176 -0.0010412016265036073 -0.0012701936427038164 0.0020957489355086264 9.1127620120232681e-05 1.3905534537376037e-05 0.00073648139576627206 -0.00077132742444518954 0.0015970500465482475 -9.0045720759418711e-05 -0.00011887250118888915 -0.0012349546783997749 0.00099478041797521565 -0.00057032062672078608 -0.00020648959259103453 0.001896894354697155 4.0913844246201085e-05 7.1148068281564095e-05 -0.0012415992688182508 -0.0035035083731636408 -2.3297130230110435e-05 0.00049387407058384275 -8.4880632885660126e-05
leaf_weight=26 25 21 37 23 28 26 37 22 29 20 22 160 42 28 20 20 31 20 26 21 30 35 23 28 1130 26 25 1089 25 26
leaf_count=26 25 21 37 23 28 26 37 22 29 20 22 160 42 28 20 20 31 20 26 21 30 35 23 28 1130 26 25 1089 25 26
internal_value=0 3.70634e-06 -1.89955e-06 1.80088e-06 0.000256337 6.37858e-05 -6.02968e-06 -1.60885e-06 -6.60504e-06 -2.72752e-06 0.000174668 -6.01303e-05 -1.61284e-05 -4.88942e-06 -1.28216e-05 -6.98015e-06 0.00057156 -1.85691e-05 -2.62635e-05 0.000451535 -1.35866e-05 -6.76666e-06 0.000436593 0.000877925 -2.29025e-05 -0.00046614 -9.7695e-06 -8.82561e-05 -0.00101905 -0.00176068
internal_weight=0 3095 3070 3049 91 63 2958 2935 2898 2876 202 180 2674 2645 2617 2597 51 2546 2505 41 2479 2449 86 51 2363 68 2295 1165 76 51
internal_count=3121 3095 3070 3049 91 63 2958 2935 2898 2876 202 180 2674 2645 2617 2597 51 2546 2505 41 2479 2449 86 51 2363 68 2295 1165 76 51
is_linear=0
shrinkage=0.1


Tree=1653
num_leaves=31
num_cat=0
split_feature=33 448 0 453 147 1 48 48 15 49 9 9 3 0 15 0 129 1212 2 42 42 160 16 3 3 3 51 3 156 474
split_gain=0.000518997 0.000488502 0.00173381 0.000569146 0.000592914 0.00164916 0.00118986 0.000874144 0.000970636 0.00125245 0.000680905 0.00350817 0.00192401 0.000611195 0.000580688 0.00158162 0.00255479 0.00330503 0.00335704 0.00450673 0.00761495 0.00301288 0.00279453 0.00295448 0.0026551 0.00332454 0.00214935 0.00188952 0.00201798 0.00215768
threshold=-0.044254999999999996 0.068920000000000023 -0.26609999999999995 0.089215000000000017 0.090335000000000013 0.10022000000000002 -0.072824999999999987 -0.080024999999999985 -0.0079099999999999986 -0.0097999999999999979 0.092235000000000011 0.085355000000000014 -0.022174999999999997 -0.23811499999999999 -0.098289999999999975 -0.097024999999999986 0.083780000000000007 0.081560000000000007 0.081135000000000013 1.0000000180025095e-35 0.08623500000000002 -0.012569999999999998 -0.089669999999999986 0.090900000000000009 0.097915000000000016 -0.0080949999999999998 0.099265000000000006 0.11658 0.3248100000000001 0.11381000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 -7 8 9 -4 11 13 -12 -9 -15 16 17 18 -16 22 -21 -22 23 -20 25 -24 -26 28 29 -17
right_child=1 -3 3 -5 5 6 -8 10 -10 -11 12 -13 -14 14 15 27 -18 -19 19 20 21 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00048398852178996261 0.00088433457509712429 -0.00049605624371906742 0.00011743376131302544 0.00037296761240726578 -0.00086672469779538628 0.00066901644575409599 -0.00032030344384932716 -0.00054563653788396291 -0.00011535007215570659 0.0012231601844541729 -0.00028969130930601663 -0.0012223633808995753 0.0010639684496536142 9.4937637503954048e-05 -0.0013132735864240426 -8.0584360048358457e-06 0.00062264999348459957 0.00090219707810319967 0.0013077067628759764 -0.0025773081259103494 0.0006427965332044378 -0.00087230444786005792 -4.1862727292547272e-05 -0.0002497520008113324 -0.00040462056604155809 -0.0016845713144655085 0.0010614453087328002 0.00064788611282387554 -0.00095986427376456868 0.00098799014760350646
leaf_weight=22 22 20 21 39 30 20 31 21 27 20 21 24 21 488 37 1901 31 20 29 20 21 35 28 21 20 22 20 45 22 22
leaf_count=22 22 20 21 39 30 20 31 21 27 20 21 24 21 488 37 1901 31 20 29 20 21 35 28 21 20 22 20 45 22 22
internal_value=0 -3.43588e-06 -2.36003e-07 -6.6019e-06 -1.15069e-05 -0.000278405 6.76651e-05 -4.14604e-06 0.000350219 0.000656813 -1.25451e-05 -1.84831e-05 0.000387139 -8.17513e-06 -4.11809e-06 -2.51901e-05 -0.000237634 -0.000335322 -0.000433149 -0.000282387 -0.000902343 -0.000304142 5.41605e-05 0.000653574 -0.000278847 -0.000764655 0.000328412 7.2636e-06 -7.558e-06 3.33682e-06
internal_weight=0 3099 3079 3057 3018 81 51 2937 68 41 2869 2827 42 2803 2782 2294 304 273 253 216 76 56 140 50 90 50 40 1990 1945 1923
internal_count=3121 3099 3079 3057 3018 81 51 2937 68 41 2869 2827 42 2803 2782 2294 304 273 253 216 76 56 140 50 90 50 40 1990 1945 1923
is_linear=0
shrinkage=0.1


Tree=1654
num_leaves=31
num_cat=0
split_feature=47 47 47 132 1 0 1 16 0 1 12 0 12 132 15 394 2 403 42 42 43 394 48 48 49 49 51 16 13 51
split_gain=0.000527838 0.00396271 0.00274104 0.0017681 0.00139223 0.00619725 0.0035474 0.00145772 0.00139064 0.00148754 0.00259126 0.00136935 0.00115158 0.0010371 0.0114232 0.0069889 0.00196601 0.00169562 0.00293453 0.00247613 0.00182321 0.00121414 0.000935748 0.00143909 0.000819581 0.00330491 0.00273287 0.00228497 0.00305891 0.00290214
threshold=0.092165000000000011 0.09550500000000002 0.088915000000000008 -0.44750499999999993 0.096325000000000008 -0.095504999999999993 0.107145 -0.12029499999999999 -0.064339999999999994 0.122715 0.089085000000000011 -0.13455999999999999 -0.040564999999999997 -0.083284999999999984 0.091650000000000023 0.11233000000000001 0.083865000000000009 -0.084674999999999986 -0.021469999999999996 -0.074124999999999983 -0.0095349999999999983 0.013605000000000001 0.12649500000000002 0.11077000000000002 0.10969000000000002 0.11475 -0.41109999999999997 0.51222500000000004 -0.074519999999999989 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 7 -6 9 10 -8 -11 -10 14 16 21 -5 20 19 -19 -18 22 23 24 26 -26 -15 28 -27 -30
right_child=1 4 -4 13 6 -7 8 -9 12 11 -12 -13 -14 15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.0007741678892765275 -0.0013294988283887507 0.0017638918291512794 0.00084680944437889438 -0.00092871136413040501 -0.0015724797658289652 -9.6882422743268165e-05 0.0015190751763293521 -0.00043163237690653961 0.00021968614753513111 -0.00077861541969468815 0.00010628784515869779 0.00039157661609351641 -0.00072759223006538709 0.0011829214263707399 0.0024935160716995598 -0.0017793582668342756 0.00026493456458584187 0.00053214690114449089 0.0012717479281127454 -0.00088365305425776623 -0.0010377263211094861 0.00078678369679437317 -0.00052445309367171971 0.00081677141133695841 -0.0012718186466954648 0.00051401716319202085 8.8746235339664521e-06 0.00073204962311372644 -0.0015075332140550019 -9.6846038577496084e-05
leaf_weight=29 25 22 39 22 21 96 20 24 21 20 37 20 33 20 20 22 21 30 25 21 22 20 33 22 25 33 2287 31 25 35
leaf_count=29 25 22 39 22 21 96 20 24 21 20 37 20 33 20 20 22 21 30 25 21 22 20 33 22 25 33 2287 31 25 35
internal_value=0 -0.00011781 1.43557e-05 2.51988e-06 -2.13379e-05 0.000250042 -0.000184719 -0.000964028 4.75248e-05 0.000273952 0.000602003 -0.000193519 -0.000359206 1.08191e-05 0.00025698 -4.70458e-06 -6.02597e-05 0.000100294 0.000384229 -5.08296e-05 -0.000401543 1.07211e-05 4.53979e-06 1.15845e-05 4.3719e-06 -0.000222935 1.90527e-05 -1.14664e-05 -0.000259305 -0.000684632
internal_weight=0 339 2782 2743 314 118 196 45 151 97 57 40 54 2714 161 2553 141 119 76 51 43 2531 2511 2478 2456 149 2307 124 93 60
internal_count=3121 339 2782 2743 314 118 196 45 151 97 57 40 54 2714 161 2553 141 119 76 51 43 2531 2511 2478 2456 149 2307 124 93 60
is_linear=0
shrinkage=0.1


Tree=1655
num_leaves=31
num_cat=0
split_feature=1 1 1210 33 1 1374 1 13 1 0 2 15 1446 480 1 1 0 13 13 4 13 13 1452 13 3 1201 4 457 12 12
split_gain=0.00046482 0.00782709 0.00362027 0.00332126 0.00260154 0.00192973 0.00188435 0.00349179 0.00242943 0.00256278 0.00281042 0.00198859 0.00186363 0.00193551 0.0016336 0.00367473 0.00170728 0.00156867 0.00265878 0.00242543 0.00198591 0.00268829 0.00173715 0.00170383 0.00169979 0.00199949 0.00168256 0.00168992 0.00166421 0.00452908
threshold=0.091345000000000023 0.09202500000000001 -0.42132499999999995 -1.0000000180025095e-35 0.092695000000000013 -0.067869999999999986 0.094385000000000011 -0.080759999999999985 0.096255000000000021 -0.23001499999999997 0.11548000000000001 -0.0096849999999999974 -1.0000000180025095e-35 -0.088394999999999987 0.090740000000000015 0.090130000000000016 -0.23194499999999998 -0.096404999999999991 -0.093219999999999983 -0.07958999999999998 -0.097984999999999989 -0.10278499999999999 0.10052000000000001 -0.117405 -0.16726499999999997 -0.08261499999999998 -0.50940999999999981 0.10487 0.10312500000000001 0.097575000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 7 -7 11 10 -10 -8 -4 -14 15 16 -15 20 19 -19 21 23 24 -18 -20 -26 -27 28 29 -28
right_child=1 3 12 4 5 6 8 -9 9 -11 -12 -13 13 14 -16 -17 17 18 22 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0013341229000139894 -0.0015029270159882598 0.0011596790342688716 -0.00092279593615482252 -0.0011319857890373982 0.00096508877817541366 -0.00051477644777729765 2.3689906707399395e-05 0.0010469002671193376 -0.0013595387931704395 2.0922340754691418e-05 0.00010337535156092297 -0.0012366374447611312 0.00086512251377657615 0.00083958160417387266 0.0007450214552227408 -0.0010967721520379807 0.00016835441532900102 -6.2691859966435004e-05 0.00068427704863023716 -0.0015651673020849041 0.0012388973402994452 -0.00086968290242588238 -0.00071863497494522373 0.0011103800168105712 -0.00097064082621641098 -0.00066441593323058148 3.348472968344227e-05 -0.00066000606864690791 -0.0002384689610453033 0.00078353973309953473
leaf_weight=21 36 24 21 21 20 22 21 41 29 801 24 31 27 25 30 30 96 22 37 21 20 21 33 24 21 36 1260 35 185 86
leaf_count=21 36 24 21 21 20 22 21 41 29 801 24 31 27 25 30 30 96 22 37 21 20 21 33 24 21 36 1260 35 185 86
internal_value=0 -5.34302e-05 2.78743e-05 -2.96411e-06 -3.05913e-05 -7.20474e-06 -2.72727e-05 0.000501553 -6.40454e-05 -2.3638e-05 -0.000697087 -0.000727659 1.43614e-05 2.41575e-05 1.27014e-05 1.44645e-06 1.85883e-05 7.76863e-06 -1.99243e-05 -0.000796459 0.000306371 0.000174098 -2.01375e-07 0.00035676 1.40807e-05 -1.19792e-06 1.15101e-05 2.70487e-05 4.27553e-05 8.1408e-05
internal_weight=0 1070 2051 1034 1010 989 969 63 906 854 53 52 2030 2009 1982 1952 1922 1897 1736 43 161 141 1693 120 1660 1623 1602 1566 1531 1346
internal_count=3121 1070 2051 1034 1010 989 969 63 906 854 53 52 2030 2009 1982 1952 1922 1897 1736 43 161 141 1693 120 1660 1623 1602 1566 1531 1346
is_linear=0
shrinkage=0.1


Tree=1656
num_leaves=31
num_cat=0
split_feature=33 9 2 151 484 157 1375 157 0 51 49 376 150 148 1 151 42 151 0 13 151 13 457 1 48 2 48 16 49 159
split_gain=0.000574473 0.000613643 0.00512708 0.000511656 0.00135162 0.00273075 0.005902 0.00205848 0.00254461 0.00160484 0.00164441 0.00136437 0.00136864 0.00241987 0.00278511 0.00203297 0.00150589 0.00105072 0.00169696 0.00131545 0.00116114 0.000978874 0.00118174 0.0014061 0.000826668 0.00333957 0.00180414 0.00166546 0.00205746 0.00199017
threshold=-0.012019999999999998 0.091600000000000015 -0.15339499999999998 -0.080994999999999998 0.091180000000000011 -0.086244999999999988 -1.0000000180025095e-35 -0.081579999999999986 -0.085544999999999982 -0.013439999999999999 -0.009329999999999998 0.084145000000000011 0.084495000000000015 -0.07990499999999999 0.10658000000000002 -0.087864999999999985 0.08733500000000001 -0.039414999999999999 -0.24955499999999997 -0.082014999999999991 -0.079059999999999978 -0.083499999999999977 0.084365000000000009 0.104035 0.086565000000000017 0.086375000000000021 0.095205000000000012 -0.087659999999999988 -0.058769999999999996 0.087060000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 8 -7 10 -9 12 15 -14 -15 16 21 19 -19 -5 -21 -11 23 -23 -20 26 -26 -27 -29 -30
right_child=1 2 -4 17 -6 7 -8 9 -10 11 -12 -13 13 14 -16 -17 -18 18 24 20 -22 22 -24 -25 25 27 -28 28 29 -31
leaf_value=-0.0004509193452707093 -0.0019529117400543328 -0.00043907552939014168 0.0015597056153984299 9.0828742563294686e-05 0.00078614992908788506 0.0015809599746717141 0.00039593653105523272 -0.00099659344716066553 0.00012476408467461755 0.00058580992148823247 0.00015406063530067711 -0.00052776511245331047 -0.00027343834792025682 0.00036292273615454808 0.0018968508677789941 0.00096716078364157253 -0.00075682732621552774 0.00086848590316631908 -3.5780568354120948e-05 -0.0001789968612138182 -0.0011166245643315571 -0.00093205283160386905 0.00049575941659332746 0.00020325558492913844 0.001585450400175019 0.00031117442254276488 0.00030477627270474018 -0.00084628953749464977 -0.00016871502888910113 0.00088994304145065457
leaf_weight=28 20 33 21 39 27 21 23 27 28 28 23 26 22 29 20 21 27 22 2190 25 28 24 21 20 22 111 22 37 115 21
leaf_count=28 20 33 21 39 27 21 23 27 28 28 23 26 22 29 20 21 27 22 2190 25 28 24 21 20 22 111 22 37 115 21
internal_value=0 4.08203e-06 0.000338228 -1.85541e-06 0.000102489 5.39131e-05 -0.000696551 0.00014967 0.000748848 4.77261e-05 -0.000467293 0.000155923 0.000239772 0.000597833 0.000989016 5.94717e-05 -9.93739e-05 -1.79907e-05 -5.96596e-06 -0.000349979 -0.000674347 9.14997e-05 -0.000121434 -0.000416004 -1.36061e-05 0.000134449 0.000945113 8.8529e-06 -0.000185122 -5.24577e-06
internal_weight=0 3093 54 3039 407 380 43 337 49 288 50 238 212 71 49 141 120 2632 2540 92 53 93 65 44 2518 328 44 284 173 136
internal_count=3121 3093 54 3039 407 380 43 337 49 288 50 238 212 71 49 141 120 2632 2540 92 53 93 65 44 2518 328 44 284 173 136
is_linear=0
shrinkage=0.1


Tree=1657
num_leaves=31
num_cat=0
split_feature=151 16 14 147 0 3 3 13 2 47 1 2 3 43 13 34 16 2 2 15 1 159 160 13 1 1 48 2 160 0
split_gain=0.000510863 0.000545003 0.0021613 0.0031003 0.00349383 0.000797345 0.00292382 0.00212567 0.00128573 0.00492883 0.00921114 0.0028997 0.00201154 0.0029774 0.00141685 0.00171275 0.00139313 0.00190352 0.00682554 0.00340788 0.00326835 0.00304655 0.00293115 0.00282645 0.0029797 0.00248593 0.00212405 0.00205559 0.00133251 0.0019543
threshold=-0.5666199999999999 -0.5335399999999999 0.078235000000000013 0.095485000000000014 -0.20211999999999997 -0.017889999999999996 -0.014944999999999998 -0.15416999999999995 1.0000000180025095e-35 0.09550500000000002 0.095950000000000021 0.084755000000000011 -0.011549999999999998 -0.081374999999999989 -0.090204999999999994 -0.083494999999999986 -0.51370499999999997 0.10005000000000001 0.10699500000000002 -0.096999999999999989 0.11061500000000002 0.014475000000000003 1.0000000180025095e-35 -0.0065549999999999992 0.08776500000000001 0.10325000000000002 0.087810000000000013 0.10402500000000002 -0.067824999999999983 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -3 9 10 -8 -10 -13 -14 -12 -16 -15 19 27 -18 21 25 28 -21 -25 -20 -26 -19 -22 -30
right_child=1 5 -4 -5 -6 6 8 -9 11 -11 14 12 13 16 15 -17 17 18 20 23 22 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.00049155985138246 -0.0014502727615070485 -0.00085867271991446614 -0.0011616831435821951 0.00088949368606942392 9.6209244475176092e-05 0.0010670599045988639 -0.0023433023939353668 -1.1452297734769624e-05 0.0011347376697274203 0.0011149294068507681 0.0005149010514530043 0.0010259874963334627 -0.0010359032874694095 0.00090172382537275549 0.000327286152751185 -0.00090361863482170391 -0.00063097923404192065 -0.00055455412463440259 0.00050242074299213207 0.0016801086883060637 -0.00034793985484541805 -0.00021441803900929896 -0.0011942380215094256 -0.00019288312371076166 0.0017179658624809236 0.0020268237590789794 0.00029406145172701645 -0.0018775154777002805 0.00069392464087286504 -0.00028875289717689157
leaf_weight=21 21 30 20 27 48 30 22 2304 27 22 30 21 25 20 20 26 28 24 23 20 52 23 22 46 20 20 22 23 50 34
leaf_count=21 21 30 20 27 48 30 22 2304 27 22 30 21 25 20 20 26 28 24 23 20 52 23 22 46 20 20 22 23 50 34
internal_value=0 -3.32993e-06 -0.000215992 -1.89724e-05 -0.000374459 4.93708e-06 0.00010289 -2.2342e-05 5.62366e-05 -0.000237713 -0.000541367 0.000126785 6.92481e-05 2.47978e-05 -1.97543e-05 -0.000368443 8.68997e-05 4.68592e-05 -0.000106344 0.000352138 0.00012354 0.000714554 -0.000123338 0.000607021 0.000363137 0.00121145 0.000972111 -0.00120196 4.98953e-05 0.000296174
internal_weight=0 3100 116 96 69 2984 650 2334 620 120 98 500 473 452 76 46 427 407 271 136 224 66 158 108 88 43 42 47 136 84
internal_count=3121 3100 116 96 69 2984 650 2334 620 120 98 500 473 452 76 46 427 407 271 136 224 66 158 108 88 43 42 47 136 84
is_linear=0
shrinkage=0.1


Tree=1658
num_leaves=31
num_cat=0
split_feature=471 1429 156 1428 47 47 47 132 47 131 1204 47 3 400 1456 132 16 16 16 47 0 3 4 1 0 0 1348 151 13 156
split_gain=0.000470825 0.00069532 0.00125115 0.000678739 0.000583541 0.00416281 0.00233748 0.00137428 0.00134824 0.00107064 0.00263822 0.00122226 0.00125211 0.00105004 0.00103073 0.00101283 0.00120119 0.00372345 0.00230202 0.00146283 0.00118541 0.00202912 0.00147695 0.0011746 0.00092249 0.000880961 0.000856294 0.000957431 0.002425 0.00327109
threshold=0.10693500000000002 -0.23752499999999996 0.16414500000000004 0.098365000000000022 0.092165000000000011 0.09550500000000002 0.088915000000000008 -0.44750499999999993 0.096850000000000006 0.13767000000000004 0.053645000000000005 0.078875000000000015 -0.080409999999999995 -0.14800499999999997 -1.0000000180025095e-35 0.08764000000000001 -0.073404999999999984 -0.13941499999999998 -0.042349999999999992 0.12431000000000002 -0.070889999999999995 -0.078934999999999991 -0.015039999999999998 0.10723500000000001 -0.26343999999999995 -0.050684999999999994 0.087660000000000016 -0.089594999999999994 -0.086354999999999987 0.087575000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -3 -7 10 11 13 -13 -9 -10 16 17 19 -18 23 21 22 -20 -16 -15 -22 27 28 -26 -30
right_child=-2 2 -4 -5 5 8 -8 9 14 -11 -12 12 -14 24 15 -17 18 -19 20 -21 25 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.0005766614374893141 0.00047190464323475256 -0.00068237818155341367 0.0006327999834602159 -0.00058635421912185855 -0.0014566047847355632 0.0007409580828001102 0.00079213450193683943 0.00070090227527543905 0.00042696340807357475 -0.00068489101778885185 0.0011597659531980753 0.0009771140374561164 2.1425906793567642e-05 0.00065084994695055118 -0.001179891809754606 0.00045750426118805384 -0.0013546980168691583 0.0012203129623750491 0.0001272806512384579 0.00031117139419970609 -0.0011357098672306165 0.00086661704641301197 -0.0009897541458485648 -0.00017435470038505558 -0.00062720874075939022 -0.00019711468106834221 -0.00052868139659949524 -2.3397721849289889e-05 0.00077332234310255538 -0.00041677213212096834
leaf_weight=21 21 29 31 20 22 21 38 21 34 22 20 26 29 21 21 24 22 21 29 26 20 20 20 26 26 20 32 2323 83 32
leaf_count=21 21 29 31 20 22 21 38 21 34 22 20 26 29 21 21 24 22 21 29 26 20 20 20 26 26 20 32 2323 83 32
internal_value=0 -3.19677e-06 7.14484e-07 -5.71421e-06 -1.87907e-06 -0.000128263 1.33693e-05 2.2608e-06 -3.21329e-05 9.79573e-06 1.56446e-05 6.81991e-06 0.000473206 -3.28696e-06 -8.95e-05 -0.000160021 -0.000225891 4.68732e-05 -0.000421614 -0.000290692 -0.000233285 1.78029e-05 -0.000328652 -0.000623637 -9.16219e-06 -0.000666412 -1.47152e-05 -8.0403e-06 0.000244976 0.000442166
internal_weight=0 3100 3079 3048 3028 326 2702 2664 304 2635 2613 2593 55 2538 283 249 225 94 131 73 109 69 49 47 2517 40 2496 2464 141 115
internal_count=3121 3100 3079 3048 3028 326 2702 2664 304 2635 2613 2593 55 2538 283 249 225 94 131 73 109 69 49 47 2517 40 2496 2464 141 115
is_linear=0
shrinkage=0.1


Tree=1659
num_leaves=31
num_cat=0
split_feature=448 0 457 457 457 457 0 33 10 51 51 0 2 1 43 4 0 0 13 0 14 9 3 3 3 0 16 3 2 1
split_gain=0.000465823 0.00152456 0.000510193 0.00078896 0.000893177 0.00135583 0.00057847 0.00323648 0.00207516 0.00211329 0.00620655 0.00442568 0.00185239 0.00520862 0.00264334 0.00153713 0.00133738 0.001265 0.00129933 0.0034166 0.00151973 0.00141335 0.00167897 0.00311422 0.00264543 0.00221261 0.00153531 0.00289523 0.00637283 0.0100095
threshold=0.068920000000000023 -0.26609999999999995 0.31508000000000008 0.12052 0.097000000000000017 0.091945000000000013 -0.10224499999999999 -1.0000000180025095e-35 -0.014199999999999999 0.081440000000000026 0.087505000000000013 -0.14001499999999997 0.080205000000000012 0.096325000000000008 -0.14792499999999997 0.00063500000000000004 -0.10096999999999999 -0.098289999999999975 0.23855500000000004 -0.083554999999999977 0.023790000000000002 -0.085744999999999988 0.11658 0.10299500000000002 0.084940000000000015 0.0059850000000000016 0.064860000000000015 -0.076514999999999986 0.10060500000000001 0.096860000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -8 -3 12 -11 15 13 -10 -14 -12 -9 -18 20 -20 21 -19 23 24 26 -24 -23 -28 29 -29
right_child=-2 2 -4 -5 -6 -7 7 16 9 10 11 -13 14 -15 -16 -17 17 18 19 -21 -22 22 25 -25 -26 -27 27 28 -30 -31
leaf_value=0.00083259931310418651 -0.00048106048663612458 -0.0010284074921282414 -0.00041319876506652997 0.00054971918440200034 -0.00051315550757435099 0.00072127715281497399 0.0009852123203659979 -0.00077341465115420178 0.0017354151213784582 -0.0019967598837822499 0.00079747324791444238 -0.0012953135135051396 -0.00093914333963766687 -0.00021306311810964391 4.3626105999021842e-05 -0.00029593793718959207 0.0006154557707144276 -0.00057227719837847429 -0.0015210334316361697 -5.7893527080039671e-05 -0.00085115488385781649 6.1357590563695808e-05 0.00012009434121073751 -0.0011924525035456532 0.00088124243160968448 0.0013213477712428279 7.9222647627830153e-06 -0.0029569247631234647 8.010004756541284e-05 -0.00018411718696976703
leaf_weight=22 20 23 30 26 34 26 34 22 23 21 36 21 30 34 312 20 34 39 20 79 20 1629 46 21 36 23 320 23 67 30
leaf_count=22 20 23 30 26 34 26 34 22 23 21 36 21 30 34 312 20 34 39 20 79 20 1629 46 21 36 23 320 23 67 30
internal_value=0 3.10261e-06 -2.82429e-06 1.21351e-06 -3.50404e-06 2.29326e-06 -4.01574e-06 1.63694e-05 -9.97869e-05 -5.68125e-05 -0.00047289 -5.72897e-05 4.53821e-05 0.000573165 -4.25817e-05 0.000406969 2.69545e-06 9.84853e-06 1.09773e-06 -0.000353477 1.66713e-05 2.44406e-05 3.50429e-05 1.92868e-05 3.13754e-05 0.000520512 1.6588e-05 -0.000149161 -0.000568051 -0.00138741
internal_weight=0 3101 3079 3049 3023 2989 2963 2443 520 497 98 77 399 57 342 56 2409 2387 2353 99 2254 2234 2195 2126 2105 69 2069 440 120 53
internal_count=3121 3101 3079 3049 3023 2989 2963 2443 520 497 98 77 399 57 342 56 2409 2387 2353 99 2254 2234 2195 2126 2105 69 2069 440 120 53
is_linear=0
shrinkage=0.1


Tree=1660
num_leaves=31
num_cat=0
split_feature=33 34 2 0 3 1 1204 400 133 403 403 133 128 38 133 133 1208 403 133 133 133 42 153 49 15 15 133 1 0 401
split_gain=0.000585091 0.000525238 0.000963768 0.00442074 0.00142936 0.0020465 0.000570945 0.00107793 0.000666198 0.00252005 0.00256123 0.0014731 0.000905558 0.00101978 0.00076066 0.000844212 0.00126111 0.0022949 0.00271129 0.000957489 0.00144015 0.000873434 0.00183881 0.00173921 0.00216651 0.00256727 0.00241173 0.00196454 0.00196679 0.00169562
threshold=-0.012019999999999998 -0.112215 -0.033169999999999991 -0.09515499999999999 -0.13309499999999996 0.13332000000000002 0.057120000000000011 0.12955000000000003 0.51114000000000004 -0.44023999999999991 -0.072624999999999981 0.42433500000000007 0.11876500000000001 0.11100500000000002 0.41484500000000007 0.40945500000000007 0.10480500000000002 -0.53960999999999981 0.27771000000000007 0.2590050000000001 0.15120000000000003 0.097640000000000018 1.0000000180025095e-35 0.13087000000000001 -0.040439999999999997 -0.066844999999999988 0.017095000000000003 0.094220000000000012 -0.077259999999999981 0.11683
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 8 11 -10 -11 12 13 14 15 16 17 -4 19 20 21 22 29 24 25 -23 27 28 -26 -19
right_child=1 2 6 4 5 -7 -8 -9 9 10 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00045506755289222514 -0.00048275440157422885 0.0016014708067467881 0.00078469984094939522 0.00058732126805504476 0.00018206046460645981 -0.0011328304855669558 -0.00046890496003190773 0.00066920966637553649 -0.0010403796227584626 0.00087346376036293808 -0.00042315301909230847 0.00072667363295165295 0.00052665436596726072 -0.00071985775430221115 -0.00060275085989338728 0.00054767750417730515 -0.00068426144878483484 -1.9570526263620071e-05 -0.00093805355671417682 0.000584318904189526 -0.00075892012110125506 4.483600546686481e-05 -0.00094711485047203805 0.0010295050592421004 0.00040621335327159616 -0.0010837752323132009 0.0012141333411222902 0.00072853181061418584 -0.00096396640874445443 0.00058735404203848999
leaf_weight=28 22 21 37 24 29 20 26 24 29 25 39 28 32 20 21 28 27 2235 31 28 25 104 21 22 20 25 29 32 22 47
leaf_count=28 22 21 37 24 29 20 26 24 29 25 39 28 32 20 21 28 27 2235 31 28 25 104 21 22 20 25 29 32 22 47
internal_value=0 4.11959e-06 7.60745e-06 0.00032287 -4.49472e-05 -0.00035463 -2.34708e-06 1.76356e-06 -3.70918e-06 -0.000267069 8.33379e-05 4.93317e-06 -2.2688e-06 -8.37029e-06 -3.20335e-06 1.40349e-06 -4.2511e-06 2.60486e-06 -8.35216e-06 2.69027e-06 -3.61709e-06 3.76757e-06 -1.56422e-05 0.000179754 9.91744e-05 -0.000173887 0.000441164 0.000138244 -0.0003115 -7.07033e-06
internal_weight=0 3093 3071 94 73 49 2977 2951 2927 93 64 2834 2806 2774 2754 2733 2705 2678 2641 2610 2582 2557 2303 254 232 129 103 74 42 2282
internal_count=3121 3093 3071 94 73 49 2977 2951 2927 93 64 2834 2806 2774 2754 2733 2705 2678 2641 2610 2582 2557 2303 254 232 129 103 74 42 2282
is_linear=0
shrinkage=0.1


Tree=1661
num_leaves=31
num_cat=0
split_feature=33 1447 1447 42 160 160 4 160 481 157 483 1456 13 403 2 1447 42 403 1208 403 1210 1212 13 1212 4 42 1213 15 1212 1213
split_gain=0.000473924 0.000483251 0.00216782 0.00132631 0.0013037 0.00120892 0.00132649 0.00131267 0.00142888 0.000792955 0.000696376 0.000645694 0.0051027 0.00384181 0.00221389 0.00103939 0.000964279 0.000713139 0.00182696 0.0044016 0.00249853 0.000711567 0.00175989 0.00372001 0.00207495 0.00282442 0.00200839 0.00157146 0.00147281 0.00399087
threshold=-0.012019999999999998 -0.085804999999999979 -0.086359999999999978 0.087665000000000007 -0.090764999999999985 -0.54913999999999985 -0.047864999999999991 -0.53908999999999996 -0.24133999999999997 -0.082009999999999986 -0.47356499999999996 0.091180000000000011 -0.084034999999999985 -0.55683499999999986 0.10327000000000001 -0.084334999999999979 0.086035000000000014 -0.54631999999999992 0.099975000000000008 -0.52641999999999989 -0.40154499999999999 0.089125000000000024 -0.0090849999999999976 0.092815000000000022 -0.076229999999999978 0.09858500000000002 -0.020279999999999996 0.087485000000000021 0.086860000000000007 -0.081869999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -3 -7 -9 -6 -10 13 -13 -12 16 -15 -14 -17 20 -20 -19 28 23 -23 25 26 -25 -24 -22 -30
right_child=1 5 -4 -5 9 7 -8 8 10 -11 11 12 14 15 -16 17 -18 18 19 -21 21 22 27 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00040956082354698864 -0.00073254009351200831 0.0010133147067390381 -0.0010432025320672742 0.00066318718406061341 0.00060724346651113597 -0.00074875964985593511 -5.1367543479004372e-05 0.00085201897949445989 -0.00055661692855541009 -0.00021123702874696203 -0.0013482552773590821 0.0016427100458670232 -0.00014171696187986529 0.00066468566365074366 0.00043316256855369404 -0.00046558969079342206 -0.0011236938700312749 -0.0011151877592783421 0.0015746348146725116 -0.00036127204480378524 1.6047010534116529e-06 0.001498521598055959 0.00029565671549575844 0.00081262329556259583 -0.00043948377715423708 0.0014765702590739237 -0.00043668563443896992 -0.00062384281432392404 -0.0015657551220751237 0.00040803467622026798
leaf_weight=28 28 25 24 24 20 23 22 20 22 29 21 21 20 24 38 32 20 20 24 23 2360 25 34 22 39 20 31 41 21 20
leaf_count=28 28 25 24 24 20 23 22 20 22 29 21 21 20 24 38 32 20 20 24 23 2360 25 34 22 39 20 31 41 21 20
internal_value=0 3.70762e-06 -0.0001889 1.41026e-05 -0.000188209 1.18195e-05 0.000514953 3.72386e-06 9.69595e-06 0.000122837 3.84242e-06 8.15968e-06 0.00025908 -8.50494e-07 -0.000113436 9.49143e-06 -0.000632705 3.69325e-06 9.29663e-06 0.000627276 -1.73453e-06 6.78788e-06 0.000182405 0.000395584 0.000149393 0.000463998 8.18954e-05 -0.000207003 -8.71848e-06 -0.000602931
internal_weight=0 3093 125 101 77 2968 47 2921 2898 49 2878 2856 99 2757 78 2736 40 2712 2680 47 2633 2613 212 137 112 73 53 75 2401 41
internal_count=3121 3093 125 101 77 2968 47 2921 2898 49 2878 2856 99 2757 78 2736 40 2712 2680 47 2633 2613 212 137 112 73 53 75 2401 41
is_linear=0
shrinkage=0.1


Tree=1662
num_leaves=31
num_cat=0
split_feature=132 15 2 2 47 15 3 400 1185 131 402 402 402 402 128 38 1212 1213 129 0 1212 2 2 16 1211 0 128 13 128 40
split_gain=0.000445319 0.00237177 0.00169124 0.00397642 0.00213391 0.00167771 0.00233036 0.00116853 0.00109701 0.000677066 0.000842087 0.000862003 0.00178523 0.00092562 0.000828933 0.0012069 0.000673811 0.000968514 0.000669761 0.00135027 0.00115517 0.00181703 0.00188744 0.00156672 0.00103007 0.00278391 0.00117507 0.00199678 0.000984518 0.0012178
threshold=-0.083449999999999983 0.091475000000000015 0.088665000000000008 0.10252500000000002 0.085770000000000027 0.084905000000000022 -0.085274999999999976 -0.082934999999999995 -0.083264999999999992 0.13602500000000003 -0.47157999999999994 -0.46267499999999995 -0.43418999999999991 -0.26616499999999993 0.11876500000000001 0.10914000000000001 0.12799000000000002 0.39818500000000007 0.090795000000000015 0.22582000000000002 0.088215000000000016 0.10584500000000001 0.095040000000000013 -0.084939999999999988 0.087635000000000005 -0.084674999999999986 0.090375000000000025 0.0061450000000000003 0.079650000000000012 -0.24290999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 -2 10 -10 -12 -13 -14 15 16 17 18 19 24 21 22 23 -20 26 -26 28 -28 29 -15
right_child=8 -3 3 -5 -6 -7 -8 -9 9 -11 11 12 13 14 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00033026189412339592 0.00068358510397956715 -0.0010152422316389643 0.0010755089159877236 -0.00036185761788286845 -0.0011699507694824466 -0.00078992187678206564 0.00099073073652107264 -0.00070470130922331011 -0.00054638279252685609 0.00044183827071849792 0.00060148628047803265 -0.00079486380273010584 0.00066903521517469068 -0.00076516915800138607 0.00061395963487236504 -0.00074001662327315317 -0.00045987073587433952 0.00068548415660015535 0.00085676749650802873 -0.00082666633592452853 -0.00031385161819343923 -0.00022615519185949652 0.0014250708870928398 -0.00023082162014571416 -0.00030877581358210941 0.001339747477322817 0.00013934988382970914 -0.0010999981443791721 0.00056944272539112713 -2.4941577308616997e-07
leaf_weight=20 24 27 38 39 21 23 24 24 28 35 24 28 21 21 22 22 31 21 27 20 32 35 22 26 21 20 26 26 30 2343
leaf_count=20 24 27 38 39 21 23 24 24 28 35 24 28 21 21 22 22 31 21 27 20 32 35 22 26 21 20 26 26 30 2343
internal_value=0 -0.000138527 -1.32822e-05 0.000347492 -0.000261315 -5.16292e-05 0.000198087 -0.000234263 1.03001e-05 4.69137e-06 -6.8465e-07 4.73748e-06 -3.88499e-07 7.65391e-06 2.59416e-06 -2.34526e-06 3.66317e-06 9.04503e-06 3.68254e-06 -8.28447e-06 0.000214959 0.000368795 0.000646439 0.000323233 -1.7032e-06 0.000495382 -1.00354e-05 -0.000480324 1.79761e-07 -7.04439e-06
internal_weight=0 216 189 77 112 91 68 44 2905 2881 2846 2818 2794 2766 2745 2723 2701 2670 2649 2507 142 110 75 53 2487 41 2446 52 2394 2364
internal_count=3121 216 189 77 112 91 68 44 2905 2881 2846 2818 2794 2766 2745 2723 2701 2670 2649 2507 142 110 75 53 2487 41 2446 52 2394 2364
is_linear=0
shrinkage=0.1


Tree=1663
num_leaves=31
num_cat=0
split_feature=43 43 43 1372 401 401 2 43 2 484 483 2 12 12 12 129 43 43 128 15 2 12 52 2 49 13 0 13 11 1428
split_gain=0.00045503 0.00160229 0.00507755 0.00492553 0.00156522 0.0017866 0.00233865 0.00176497 0.00450918 0.00180233 0.00255243 0.0026479 0.00466041 0.00749317 0.00214429 0.00212179 0.00222561 0.00159064 0.0013993 0.00120159 0.00205393 0.00124647 0.0018878 0.00135149 0.00109159 0.000942096 0.00145753 0.0020611 0.00181363 0.00133446
threshold=-0.088704999999999992 -0.085739999999999997 -0.086304999999999979 -0.087494999999999976 0.11769000000000002 0.085410000000000014 0.085730000000000015 -0.090869999999999992 0.090175000000000019 0.090535000000000018 0.085835000000000009 0.10060500000000001 0.089410000000000003 -1.0000000180025095e-35 0.10408500000000002 0.08653000000000001 -0.50216499999999986 -0.25681499999999996 0.079650000000000012 0.085465000000000013 0.087195000000000009 0.084290000000000018 -1.0000000180025095e-35 0.086330000000000004 -0.0072499999999999986 0.11596500000000001 0.16094000000000003 0.10591500000000001 -0.011194999999999998 0.094820000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 24 -3 5 7 -7 9 -9 10 11 15 13 -13 -14 16 -1 -18 19 21 -21 23 -23 -19 -2 26 27 28 -5 -30
right_child=1 3 -4 25 -6 6 -8 8 -10 -11 -12 12 14 -15 -16 -17 17 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011112723272942407 -0.0003888012050316693 0.0015221745432687126 -0.0018374878127360716 0.00094207764268503533 0.00092817375518193111 -0.0013608729164116087 0.00013323067158291287 -1.1497869929418159e-05 0.0018353339042732843 -0.00071602742148873708 0.00100860914182184 -7.8358048437318458e-05 0.00094828410122621196 -0.0025412625888185133 -0.00037503260187804699 -0.00059378905616540583 -0.00034492259913652869 -5.9940556639048737e-05 0.0010701578470789605 0.0013945200911257417 3.4909610520116986e-05 0.00020350840740564576 -0.00085072214253535813 0.0010531009854457807 0.00039924620014062387 0.00056081908164092714 -0.00085206215260855286 -0.00095738817908568312 -2.4405719342919111e-05 0.00054437665600008103
leaf_weight=28 39 21 20 20 21 20 22 39 20 30 28 30 24 21 25 32 48 24 21 20 25 41 29 20 32 28 21 23 2307 42
leaf_count=28 39 21 20 20 21 20 22 39 20 30 28 30 24 21 25 32 48 24 21 20 25 41 29 20 32 28 21 23 2307 42
internal_value=0 -1.80103e-05 -0.000430078 -2.77955e-06 8.09514e-05 4.84255e-05 -0.000578247 0.000100545 0.000614547 3.25491e-05 8.65329e-05 1.99914e-05 -0.000423343 -0.0010925 0.000273123 0.000173927 0.000269891 0.000166564 0.00030296 0.000201632 0.000639181 2.89153e-05 -0.000233244 0.000445987 -3.36249e-05 -1.58988e-05 -2.25909e-05 -1.53088e-05 -6.16236e-06 -1.42359e-05
internal_weight=0 2553 91 2462 568 547 42 505 59 446 416 388 100 51 49 288 256 228 180 159 45 114 70 44 71 2441 2413 2392 2369 2349
internal_count=3121 2553 91 2462 568 547 42 505 59 446 416 388 100 51 49 288 256 228 180 159 45 114 70 44 71 2441 2413 2392 2369 2349
is_linear=0
shrinkage=0.1


Tree=1664
num_leaves=31
num_cat=0
split_feature=480 403 403 480 1208 3 403 154 157 403 1420 1419 1452 4 4 1455 42 1452 483 2 4 50 16 472 159 13 2 456 1 47
split_gain=0.000453795 0.00257333 0.00195365 0.00193228 0.00174572 0.00504095 0.00285339 0.0012382 0.0017215 0.00109586 0.000894691 0.000914387 0.000808405 0.00172015 0.00322756 0.000987971 0.00224997 0.00111405 0.00107237 0.00484943 0.00272506 0.00108552 0.00132832 0.0015953 0.001262 0.00348002 0.000999156 0.00229429 0.00214898 0.00584563
threshold=0.086995000000000017 -0.55327499999999985 -0.54856499999999986 0.087715000000000015 0.099975000000000008 -0.080289999999999986 -0.52800499999999995 0.084190000000000001 0.63604500000000008 -0.49218499999999993 -0.085924999999999987 0.091465000000000005 0.093985000000000013 -0.053309999999999989 0.038415000000000012 -0.092919999999999989 0.087550000000000017 0.088360000000000008 0.10143000000000001 0.096540000000000015 0.63113500000000011 -0.23771499999999998 0.6352000000000001 -0.085844999999999991 0.12895000000000004 -0.080344999999999986 0.085045000000000023 0.089955000000000021 0.094385000000000011 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 6 -6 -4 8 9 -8 -11 12 15 -14 -15 16 -12 18 20 -20 21 -17 23 -23 26 -26 27 28 29 -25
right_child=3 2 4 -5 5 -7 7 -9 -10 10 11 -13 13 14 -16 17 -18 -19 19 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0010412460222141817 -0.001077948665333679 -0.00093727995620363153 -0.00095592414624162854 -4.2424977085090008e-05 0.0017768055929558444 -0.00024328519818178997 0.00062118356110094563 0.00077376233003590084 -0.00092142073903232812 0.00065339198336005215 -0.00016068810158861697 -0.00062969358961867253 0.00044720795995090157 -0.0014484998462721706 0.00017502765222161544 0.00047180576527372319 0.0010879583814164141 0.00061945774387227022 0.00031154091881874663 -0.0014318841638871365 0.0010251251864247025 0.00077332350461242294 -0.00072435422021394167 0.00016132782568794806 -0.0014633366815923225 0.00037980268156388779 -5.2504778735642374e-05 -0.00097099642036482705 -0.00010847089075769815 0.0017614273502507178
leaf_weight=24 20 22 31 182 21 30 29 21 20 21 31 23 20 25 24 47 27 29 39 27 26 26 26 469 21 20 1498 20 278 24
leaf_count=24 20 22 31 182 21 30 29 21 20 21 31 23 20 25 24 47 27 29 39 27 26 26 26 469 21 20 1498 20 278 24
internal_value=0 1.0031e-05 1.48202e-06 -0.000144952 8.67059e-06 0.000588517 -1.80856e-06 8.78892e-06 2.98949e-06 9.71247e-06 3.19551e-06 -1.86158e-06 3.53257e-06 -0.000334314 -0.000653303 1.2471e-05 0.000420578 3.18856e-06 -3.90062e-06 -0.000401678 6.79321e-06 -4.10701e-06 -1.34974e-05 -5.65263e-06 -1.43451e-05 -0.000564244 -4.49541e-06 8.6425e-05 0.000113855 0.000239223
internal_weight=0 2919 2895 202 2873 51 2822 2791 2770 2750 2721 2700 2677 69 49 2608 58 2550 2521 66 2455 2429 2382 2356 2330 41 2289 791 771 493
internal_count=3121 2919 2895 202 2873 51 2822 2791 2770 2750 2721 2700 2677 69 49 2608 58 2550 2521 66 2455 2429 2382 2356 2330 41 2289 791 771 493
is_linear=0
shrinkage=0.1


Tree=1665
num_leaves=31
num_cat=0
split_feature=401 402 401 133 403 12 133 1208 403 133 133 133 402 0 402 1213 1213 1213 16 1212 403 13 13 1213 132 132 42 150 42 3
split_gain=0.00042782 0.00122238 0.000972764 0.000949982 0.00256045 0.00232549 0.00145243 0.00111653 0.00239774 0.00227916 0.00080874 0.000945692 0.000621746 0.00197836 0.000996527 0.00355548 0.000712486 0.00181985 0.00210933 0.00297771 0.003584 0.00263787 0.00180267 0.00144171 0.00116378 0.00126238 0.00125788 0.00192184 0.00162362 0.00146266
threshold=-0.46360499999999999 -0.45454999999999995 -0.47313999999999995 0.41553500000000004 -0.44023999999999991 0.10388500000000002 0.40945500000000007 0.10480500000000002 -0.53960999999999981 0.27771000000000007 0.2590050000000001 0.15120000000000003 -0.092954999999999996 -0.086234999999999992 -0.085859999999999978 -0.081719999999999973 -0.07797999999999998 -0.083614999999999981 -0.087989999999999985 0.087615000000000012 -0.013754999999999998 -0.095304999999999987 -0.088319999999999996 -0.065844999999999987 -0.44750499999999993 -0.41094499999999995 0.097640000000000018 0.093625000000000014 0.096450000000000022 -0.072624999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -6 7 8 -3 10 11 12 13 -10 15 -14 17 18 21 20 -20 -16 -23 -18 -25 -26 28 29 -27 -28
right_child=1 3 -4 4 5 -7 -8 -9 9 -11 -12 -13 14 -15 16 -17 23 -19 19 -21 -22 22 -24 24 25 26 27 -29 -30 -31
leaf_value=0.00019681204081280158 0.00060972411742885458 0.00080481110489927232 -0.00075677219074745869 -0.0010684731889826556 0.00082427615745236059 -0.00063121604367292355 0.00065647344454191627 -0.00065329643544268607 -0.0011220250805854448 -0.00087242079069255846 0.00054847563819580337 -0.0005904188193704209 -0.00047068104118807246 0.00012474173280809607 0.00046911171016940248 0.0013715637085789985 -0.00080120036537941223 0.00099126036317708595 0.0014569773604307557 -0.00047124824105176726 0.00020020045244914053 -0.0012110006289731247 -6.4505923531517814e-05 -0.0007297100433127277 0.0007549560300751843 -2.0607701784581728e-05 0.00067566093366102514 -0.00070284303732305066 -0.00080102811205304345 0.00012147992229379789
leaf_weight=20 33 37 23 30 23 21 34 26 20 30 27 27 20 35 28 22 23 24 32 37 78 32 24 22 22 2104 70 21 27 149
leaf_count=20 33 37 23 30 23 21 34 26 20 30 27 27 20 35 28 22 23 24 32 37 78 32 24 22 22 2104 70 21 27 149
internal_value=0 4.37606e-06 -0.000313245 -2.18436e-06 -0.0003561 0.000129609 6.63076e-06 -8.921e-07 4.93494e-06 -5.3627e-06 3.78348e-06 -1.43721e-06 4.26261e-06 -0.000328628 1.09569e-05 0.000494304 3.41866e-06 0.000162463 7.63536e-05 0.00030478 0.000565808 -0.000323393 -0.000719646 -1.32164e-05 -5.71175e-06 9.44312e-07 -6.052e-06 0.000210988 -3.04957e-05 0.000298615
internal_weight=0 3078 43 3045 74 44 2971 2937 2911 2874 2844 2817 2790 55 2735 42 2693 255 231 147 110 84 56 2438 2415 2393 2371 240 2131 219
internal_count=3121 3078 43 3045 74 44 2971 2937 2911 2874 2844 2817 2790 55 2735 42 2693 255 231 147 110 84 56 2438 2415 2393 2371 240 2131 219
is_linear=0
shrinkage=0.1


Tree=1666
num_leaves=31
num_cat=0
split_feature=132 132 128 47 47 13 13 2 1456 2 13 47 52 13 475 1420 12 156 47 12 12 1429 475 1429 157 49 51 151 42 4
split_gain=0.000445495 0.000870435 0.000499799 0.000800039 0.00407922 0.00228083 0.00191176 0.00451594 0.00226578 0.00173594 0.00130851 0.00111213 0.00110874 0.00103152 0.000796581 0.00254632 0.00156147 0.000945398 0.00102537 0.00284442 0.00204034 0.000934916 0.00305483 0.00278828 0.00101984 0.00660087 0.00913354 0.00238608 0.00665526 0.000903218
threshold=-0.46452999999999994 -0.42226999999999998 0.11876500000000001 0.09364500000000002 0.096475000000000019 0.061215000000000012 -0.016469999999999995 1.0000000180025095e-35 -1.0000000180025095e-35 0.11548000000000001 -0.075974999999999987 0.090920000000000015 -0.12005499999999998 -0.084774999999999989 -0.24431999999999998 1.0000000180025095e-35 0.093535000000000021 -0.092624999999999985 0.078875000000000015 0.090455000000000021 0.082850000000000021 -1.0000000180025095e-35 0.05680000000000001 -0.07700499999999999 -0.087424999999999989 -0.0069299999999999995 -0.0057349999999999996 -0.16761999999999996 0.083995000000000014 -0.015624999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 11 -5 6 8 -8 -6 -9 13 14 -12 -10 16 17 -3 -16 21 20 -20 22 23 29 25 -23 -27 28 -26 -19
right_child=1 2 -4 4 5 -7 7 9 10 -11 12 -13 -14 -15 15 -17 -18 18 19 -21 -22 24 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.00044840868634061983 -0.00054847338108410097 -0.0010106527997942811 0.0003890418029407032 -0.001500393954726557 0.00078570273927534406 -0.00089741942843077056 0.0016281013407380036 -0.00067908971614087936 -0.00028050666613339939 0.00045373221716633254 -0.00021588379866443577 0.00067891445755958568 -0.0012446409726346083 0.00040154575137421491 -0.00057057096263244084 0.0011400184931699188 0.00016775969517133807 0.00053101097832300838 0.00024719610584959865 -0.0005134982750751078 0.0014902880131874396 0.0008464671243282577 -0.00063957961952277969 0.0014101348917133043 0.001541397737010437 -0.0026319849909105827 -4.5242920364566648e-05 -1.3446970118814517e-05 -0.00060791282705031338 -0.00033656112056979469
leaf_weight=22 29 22 33 21 23 29 23 24 85 31 20 25 22 30 28 20 23 28 31 25 23 31 26 28 34 21 39 2279 25 21
leaf_count=22 29 22 33 21 23 29 23 24 85 31 20 25 22 30 28 20 23 28 31 25 23 31 26 28 34 21 39 2279 25 21
internal_value=0 -3.18329e-06 1.96766e-06 -2.23828e-06 -0.000155016 -5.65735e-05 3.79402e-05 0.00045146 -0.000141252 -4.05901e-05 -0.000277048 1.50045e-05 -0.000754757 -0.00010258 8.86625e-06 1.59271e-05 -0.000408353 7.40806e-06 1.36062e-05 0.000368383 0.000776661 2.53697e-06 0.000297624 0.000614082 -9.97597e-06 -0.000338414 -0.000950603 2.80755e-06 0.000630673 0.000159194
internal_weight=0 3099 3070 3037 308 287 258 78 180 55 157 2729 42 115 2704 2659 45 2639 2611 79 54 2532 103 77 2429 91 60 2338 59 49
internal_count=3121 3099 3070 3037 308 287 258 78 180 55 157 2729 42 115 2704 2659 45 2639 2611 79 54 2532 103 77 2429 91 60 2338 59 49
is_linear=0
shrinkage=0.1


Tree=1667
num_leaves=31
num_cat=0
split_feature=43 43 1375 43 13 13 43 131 133 131 151 457 1371 43 484 43 43 34 97 42 133 49 2 4 10 13 13 1428 0 51
split_gain=0.00044405 0.00305385 0.00276163 0.00217099 0.00240944 0.00491531 0.00246879 0.0017626 0.00312751 0.00294173 0.00167099 0.00175901 0.00145036 0.00188893 0.00380739 0.00329628 0.00289318 0.00156145 0.00252452 0.00132196 0.00228229 0.00139881 0.00128939 0.0071514 0.00292854 0.00132389 0.0013651 0.00257322 0.00180601 0.00291388
threshold=-0.082389999999999977 -0.082144999999999982 -0.15308499999999997 -0.08287499999999999 -0.085669999999999982 -0.08645499999999999 -0.085594999999999991 0.097310000000000021 0.10466000000000002 0.090495000000000006 0.10561000000000002 0.085130000000000025 0.083235000000000017 -0.081154999999999991 -0.075319999999999984 -0.081674999999999984 -0.080554999999999974 -0.057544999999999992 -0.049229999999999996 0.090395000000000017 0.086695000000000008 -1.0000000180025095e-35 -0.0091949999999999983 0.053180000000000012 0.10223 0.11217000000000001 0.097995000000000013 0.094820000000000015 0.10455500000000001 0.020580000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 19 9 -9 10 11 -6 13 14 -3 -16 -15 18 -18 20 21 -4 23 -19 -25 26 27 28 -24 -30
right_child=1 12 3 -5 7 -7 -8 8 -10 -11 -12 -13 -14 16 15 -17 17 22 -20 -21 -22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=0.0010971702951937915 -0.0011955063163027677 -0.00052404813654720783 -0.00066492045218844646 0.0010103193995415827 7.8251392346421824e-05 -0.0017803074675612153 -0.00086687379151209663 -0.0014090002382761754 4.1008885212553044e-05 0.001005435042709389 -0.00081307837273925554 0.00095454490571379811 -0.00076901151984930043 -0.00089702482423367541 0.00012972467933044149 0.0017404056816034158 -0.00016642284572299104 -0.0020316815515980125 0.0012840131171590961 -0.00055308342790730042 0.0010508776234928519 0.00049060172390454678 3.0374108474492218e-06 0.00099727468720326828 -0.00060002824545583953 0.00070512691398527335 -0.00059888651296018797 0.00093356480135518166 -0.00097111015489328729 0.00045051476003469106
leaf_weight=25 22 25 22 22 503 21 33 21 51 37 20 24 25 37 24 27 24 20 24 21 28 20 1838 24 22 26 39 29 46 21
leaf_count=25 22 25 22 22 503 21 33 21 51 37 20 24 25 37 24 27 24 20 24 21 28 20 1838 24 22 26 39 29 46 21
internal_value=0 -2.30392e-05 6.17548e-05 3.03024e-05 3.38554e-06 -0.000365515 -0.000125913 8.49261e-05 -0.00038191 0.000142481 8.41096e-05 0.000118158 -1.15802e-05 -3.07352e-06 0.000486883 0.000982438 -2.03929e-05 -5.04254e-06 0.000558795 0.000142787 0.000351548 -0.000114672 -1.81487e-05 -0.000453025 0.000233347 -3.79059e-06 -1.31326e-05 -1.32064e-06 -1.55525e-05 -0.000525526
internal_weight=0 2273 848 823 801 145 124 656 72 584 547 527 2251 2226 76 51 2150 2113 48 91 70 42 2065 66 46 1999 1973 1934 1905 67
internal_count=3121 2273 848 823 801 145 124 656 72 584 547 527 2251 2226 76 51 2150 2113 48 91 70 42 2065 66 46 1999 1973 1934 1905 67
is_linear=0
shrinkage=0.1


Tree=1668
num_leaves=31
num_cat=0
split_feature=33 9 3 34 9 1 121 12 0 12 131 130 43 1208 1209 1208 402 1212 402 43 1213 402 402 52 16 402 50 50 12 50
split_gain=0.000460147 0.000712035 0.00188509 0.000551297 0.000871024 0.00150256 0.00146323 0.000774523 0.00143163 0.000852886 0.00105583 0.00111375 0.00114147 0.000735746 0.00194787 0.00320357 0.00173908 0.00544515 0.000782316 0.00394062 0.00179722 0.0017608 0.00103437 0.00284067 0.00146992 0.00109156 0.000990767 0.00448583 0.00172848 0.00163484
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 -0.097449999999999981 -0.090799999999999978 0.16540500000000002 -0.094339999999999993 0.12477500000000001 -0.077999999999999986 0.11734000000000001 -0.13752999999999996 0.12884500000000002 0.41889000000000004 0.11846000000000001 0.11677000000000001 0.10233500000000001 0.13775000000000001 -0.089544999999999986 0.11353000000000001 -0.0011349999999999999 -0.41330499999999998 0.10842 0.095250000000000015 0.085540000000000019 -0.090054999999999982 0.092300000000000007 -0.099524999999999988 -0.24386999999999998 0.089085000000000011 -0.47313999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 9 -9 10 -8 12 13 14 15 16 18 -18 21 20 -20 22 25 24 -24 26 27 28 -12 -30
right_child=1 2 -4 4 5 -7 7 8 -10 -11 11 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00045572315046394415 0.000526383591350168 0.00036957479702929658 -0.00084974820510979048 -0.00054578341840734262 -0.00083267937325650742 0.0008687737281434238 0.00061393498160344155 0.0010487350984476507 4.7665301826782526e-05 -0.00050842514979056869 -0.00082978487480431804 -0.00059926560065979445 0.00075620487506967038 0.0005612549949032458 -0.00094387746595946901 0.0011760721145116764 0.00054660583205986776 -0.0017332273204705086 0.00026089398772455752 -0.00067407572222274829 0.0015854430878313168 -0.00081098034214745803 -0.00064543728235135368 0.0013534605985374324 0.00043072253077601393 -0.00068118934626302998 -1.6167808404886939e-05 0.0015648831338198348 0.00089991678356785671 -0.00023500979489957295
leaf_weight=22 20 21 32 29 21 20 28 20 50 33 21 31 20 23 22 23 20 22 20 24 21 27 22 21 30 24 2380 22 22 30
leaf_count=22 20 21 32 29 21 20 28 20 50 33 21 31 20 23 22 23 20 22 20 24 21 27 22 21 30 24 2380 22 22 30
internal_value=0 -3.2352e-06 -0.00036662 3.08765e-06 -3.7101e-07 4.90659e-06 -8.97021e-07 5.01212e-06 0.000333685 -2.95985e-06 2.88675e-06 -3.16966e-06 3.44415e-06 -1.98311e-06 -6.69212e-06 8.63061e-07 -9.12578e-06 -0.000647592 9.40135e-07 0.000343606 0.000939322 -7.6298e-06 8.03508e-07 0.000371846 -2.45759e-05 -1.00353e-05 -3.5271e-06 0.000313156 -6.40768e-05 0.000245151
internal_weight=0 3099 53 3046 3026 2997 2977 2956 70 2886 2853 2825 2794 2774 2751 2729 2706 42 2664 65 41 2599 2572 73 52 2499 2475 95 73 52
internal_count=3121 3099 53 3046 3026 2997 2977 2956 70 2886 2853 2825 2794 2774 2751 2729 2706 42 2664 65 41 2599 2572 73 52 2499 2475 95 73 52
is_linear=0
shrinkage=0.1


Tree=1669
num_leaves=31
num_cat=0
split_feature=402 401 1213 401 1212 1212 1212 1212 52 1213 12 12 403 403 1204 401 131 1211 12 2 52 1211 393 133 1210 43 403 3 400 133
split_gain=0.000585435 0.000603713 0.00161212 0.000743575 0.000757818 0.00135323 0.00175038 0.00228141 0.00105485 0.000706847 0.00487869 0.00812555 0.00410176 0.00309568 0.00281466 0.00214808 0.00178537 0.00165106 0.00248474 0.00337135 0.00195886 0.00109996 0.00153257 0.00204967 0.00198728 0.00314004 0.00117877 0.0104677 0.000714283 0.00106656
threshold=0.31278000000000006 0.11602000000000001 -0.084954999999999989 0.11135000000000002 -0.14780999999999997 -0.089079999999999979 -0.082209999999999991 -0.063924999999999996 0.085815000000000016 0.0036000000000000003 0.083985000000000018 0.085955000000000018 -0.10197999999999999 -0.49218499999999993 -0.082759999999999986 -0.06959499999999999 -0.13752999999999996 0.12162000000000002 0.090840000000000018 0.089525000000000007 0.085310000000000011 0.10326000000000002 0.098330000000000015 0.51114000000000004 0.0028200000000000005 -0.040344999999999992 -0.52445499999999989 -0.082334999999999978 0.11741500000000001 -0.54084999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 -6 -7 -8 -1 15 12 -12 -11 -13 -15 -9 -17 18 20 -20 -16 22 23 24 26 -26 27 -18 29 -28
right_child=-2 2 -4 -5 5 6 7 9 -10 10 11 13 -14 14 17 16 21 -19 19 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=5.4538149823201824e-05 0.000526215455361775 0.00012768328320817091 -0.00083308041047853152 0.00059617430393007543 0.00059060137237583368 -0.00091205198134827834 0.00099621044735059795 0.00076813985144474071 -0.00088384710707823224 0.0017546652805652809 -0.0018629294769432877 0.00081848981673829271 -0.00015525845912001704 0.00042728309392539533 0.00045513572404161097 0.00091907470279173657 0.0008322509759007236 0.00024989918194478377 -0.0022514671296812597 -0.00041534243311616595 -0.00086735430709268264 -0.00068055660619090012 0.00064745514634220562 -0.0010179766209330412 -0.00018841386889107526 0.001583601060556248 0.00065202351333573465 -0.0021695210432101575 -0.00053502240742091093 -4.6035583766138804e-06
leaf_weight=25 21 40 31 21 39 21 23 37 23 22 31 30 23 39 21 21 26 20 20 20 24 24 36 20 20 20 25 21 25 2352
leaf_count=25 21 40 31 21 39 21 23 37 23 22 31 30 23 39 21 21 26 20 20 20 24 24 36 20 20 20 25 21 25 2352
internal_value=0 -3.56469e-06 -0.000291805 3.19168e-06 -9.48156e-07 5.44357e-06 -2.36921e-06 4.21814e-06 -0.000395105 -3.71228e-06 -0.000164389 -0.000371361 0.000778482 -0.000105621 -0.000298145 1.15786e-05 7.70598e-07 -0.000567589 -0.000759939 -0.0013334 -0.000250192 -6.73598e-06 -3.81674e-07 -9.67706e-06 -1.57502e-06 0.000697594 -1.29947e-05 -0.000508966 -3.28998e-06 2.30249e-06
internal_weight=0 3100 71 3029 3008 2960 2921 2900 48 2877 250 205 45 174 144 2627 2590 105 85 40 45 2569 2545 2509 2489 40 2449 47 2402 2377
internal_count=3121 3100 71 3029 3008 2960 2921 2900 48 2877 250 205 45 174 144 2627 2590 105 85 40 45 2569 2545 2509 2489 40 2449 47 2402 2377
is_linear=0
shrinkage=0.1


Tree=1670
num_leaves=31
num_cat=0
split_feature=402 401 1213 401 1212 1212 1212 3 1212 52 130 132 400 403 12 43 403 401 1213 402 1212 1212 1213 2 52 43 48 133 52 52
split_gain=0.000474202 0.000492882 0.00186917 0.00118265 0.000608301 0.00113033 0.0017928 0.00170694 0.00113307 0.000854425 0.000610298 0.00147639 0.0010042 0.000731069 0.00498423 0.00768522 0.00206642 0.000631197 0.00286852 0.00202244 0.000712555 0.00148653 0.000838919 0.00194261 0.000814526 0.00316383 0.00365806 0.00362064 0.00937525 0.0102865
threshold=0.31278000000000006 0.11655000000000001 -0.084954999999999989 0.11186000000000001 -0.14780999999999997 -0.08867499999999999 -0.082209999999999991 -0.081644999999999981 -0.063924999999999996 0.085815000000000016 0.13302000000000003 -0.43443999999999999 0.12955000000000003 -0.5341999999999999 0.093765000000000015 -0.040344999999999992 -0.52917499999999984 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42321999999999993 0.12799000000000002 0.11006000000000002 -0.091914999999999983 0.085485000000000019 0.0031350000000000002 -0.013024999999999998 0.086035000000000014 -0.0084449999999999994 0.10898500000000001 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 9 7 -7 -6 -8 -1 11 -10 13 14 15 -13 -15 18 -18 -19 21 22 23 -21 -24 -26 27 -27 29 -29
right_child=-2 2 -4 -5 5 6 8 -9 10 -11 -12 12 -14 16 -16 -17 17 19 -20 20 -22 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=4.9084342666901649e-05 0.00047359387833802473 0.0001826369375265084 -0.00087746457228886669 0.00075060555301163171 0.0011869723343988883 -0.00094767616734316119 0.00068662201132004463 -8.9486503830729907e-05 -0.00077300537412520499 -0.00079546240613917289 0.00046124738853125439 0.0016997545278916897 0.00067184410184960471 0.0010153391357744113 -0.0014175398538268551 -0.00067259990044274474 0.00051421520346775658 0.00089774124335963287 -0.00086501665657698682 -0.00012736117248149479 -0.00053729941695928576 0.0007995048570750363 2.5311867287393272e-05 0.0010338447343965528 6.7045813156330078e-05 -0.00016156509932890306 0.00035856618523019169 -0.00049689760295829435 -3.9363849346580754e-05 -0.0030336976246607885
leaf_weight=25 21 39 29 21 20 20 24 22 25 23 28 22 22 20 27 36 25 25 38 34 25 23 1619 25 512 173 66 33 68 31
leaf_count=25 21 39 29 21 20 20 24 22 25 23 28 22 22 20 27 36 25 25 38 34 25 23 1619 25 512 173 66 33 68 31
internal_value=0 -3.20822e-06 -0.000269465 2.76324e-06 -2.45253e-06 3.26829e-06 -4.1379e-06 0.000518351 2.36702e-06 -0.000355594 -3.34105e-06 -7.90703e-06 -1.13385e-06 -6.41776e-06 -0.000295207 0.000227259 2.61686e-06 -4.89313e-06 -0.000317702 2.58864e-06 -5.9889e-06 -8.48515e-07 -8.03638e-06 0.000364675 -1.68253e-05 -9.40849e-05 -0.000316454 -0.000462524 -0.000856962 -0.00172566
internal_weight=0 3100 68 3032 3011 2963 2921 42 2901 48 2877 2849 2824 2802 85 58 2717 2697 63 2634 2609 2584 2561 59 2502 883 371 305 132 64
internal_count=3121 3100 68 3032 3011 2963 2921 42 2901 48 2877 2849 2824 2802 85 58 2717 2697 63 2634 2609 2584 2561 59 2502 883 371 305 132 64
is_linear=0
shrinkage=0.1


Tree=1671
num_leaves=31
num_cat=0
split_feature=1209 1208 43 402 1209 403 1210 43 43 1375 150 43 43 1452 482 130 2 13 483 3 12 13 12 16 16 12 52 52 0 133
split_gain=0.000468077 0.00104886 0.00330098 0.000580482 0.00392926 0.000591578 0.000568412 0.000516041 0.00248043 0.00217476 0.00211657 0.00363673 0.00284394 0.00155823 0.00187957 0.00262554 0.00170881 0.00213444 0.00211862 0.00390352 0.00520333 0.00209264 0.00204453 0.0018042 0.00231745 0.00429833 0.00241994 0.00271147 0.00231749 0.00211565
threshold=0.14268500000000003 0.10383000000000002 -0.036954999999999995 0.2506000000000001 -0.092099999999999987 0.55673500000000009 0.063455000000000011 -0.082389999999999977 -0.082144999999999982 -0.15308499999999997 0.10699000000000002 -0.089499999999999982 -0.08287499999999999 0.088360000000000008 0.098465000000000011 -0.22229499999999999 0.11093500000000002 -0.085669999999999982 0.087245000000000003 -0.090569999999999984 0.083815000000000014 -0.083894999999999983 0.099815000000000015 0.31475000000000003 -0.077074999999999991 0.084795000000000023 -1.0000000180025095e-35 0.10160000000000001 -0.079829999999999998 0.090445000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 9 -9 -6 12 -12 13 14 15 -11 17 18 19 -17 -21 -19 -18 24 25 -23 29 -28 -27 -26
right_child=-2 2 -4 -5 5 -7 -8 8 -10 10 11 -13 -14 -15 -16 16 22 21 -20 20 -22 23 -24 -25 26 28 27 -29 -30 -31
leaf_value=0.0012825017042511415 0.00045963315801186995 -0.0013944854164340845 0.00033961588864179289 -0.00043399538379162555 0.00098345949186477819 -0.00045963263463428509 0.00044273561396603956 -0.0010845449430317703 -1.7171704562893879e-05 0.0010976075336499057 0.00034006398382189221 -0.0015037236666893992 0.001222570075298704 0.00081824229750782247 -0.00080335287515211995 0.00039218864037172388 -0.00078582090121377614 0.00086691405546541014 0.00038254115721839859 5.9185937836604277e-05 -0.0019259618393393356 0.0013905468018492685 0.0002585797408065791 0.00086304108925356444 0.00020732391401127515 -0.00018569627718534321 -0.0012361020764931003 -3.983510250691325e-05 0.00089622694784058973 -0.00076791510106816608
leaf_weight=24 22 21 23 30 25 28 29 22 2099 23 20 23 21 25 27 27 53 39 31 23 31 32 29 29 154 83 36 40 26 26
leaf_count=24 22 21 23 30 25 28 29 22 2099 23 20 23 21 25 27 27 53 39 31 23 31 32 29 29 154 83 36 40 26 26
internal_value=0 -3.26297e-06 -0.000488023 3.71885e-06 8.05982e-06 -2.13232e-06 2.17646e-06 -2.16328e-06 -2.8243e-05 6.50482e-05 3.62759e-05 -0.000646148 7.51425e-05 4.23142e-05 1.49542e-05 4.73505e-05 1.06951e-05 7.14e-05 -0.000320497 -0.000589561 -0.00108044 0.000165792 -0.00041646 0.000101605 4.59839e-05 0.000371536 -0.000133324 -0.000606488 7.23772e-05 6.64561e-05
internal_weight=0 3099 44 3055 3025 3001 2973 2944 2121 823 798 43 755 734 709 682 659 577 112 81 54 465 82 426 397 141 256 76 109 180
internal_count=3121 3099 44 3055 3025 3001 2973 2944 2121 823 798 43 755 734 709 682 659 577 112 81 54 465 82 426 397 141 256 76 109 180
is_linear=0
shrinkage=0.1


Tree=1672
num_leaves=31
num_cat=0
split_feature=130 40 12 142 0 401 0 4 2 133 42 1 1 16 475 48 1 1446 1452 16 16 4 15 12 133 13 475 4 403 52
split_gain=0.000508639 0.00130562 0.000599356 0.00154284 0.00153186 0.000612852 0.00267608 0.00594953 0.00179204 0.00119944 0.00264641 0.000681081 0.00476788 0.00367083 0.00581076 0.012694 0.00353208 0.00229744 0.00192767 0.0020518 0.00235386 0.00239764 0.00213981 0.00193871 0.00189102 0.00185129 0.0018416 0.00183788 0.00333872 0.0029756
threshold=-0.22699999999999995 -0.23755499999999996 0.12757000000000002 -0.057499999999999989 -0.04917499999999999 -1.0000000180025095e-35 -0.069954999999999976 -0.076229999999999978 0.08647500000000001 0.50628500000000021 -0.074124999999999983 0.10337500000000001 0.107145 -0.073849999999999985 -1.0000000180025095e-35 0.084670000000000009 0.10205500000000002 -0.088809999999999986 0.10669000000000002 0.62925500000000012 0.31475000000000003 -0.46376499999999993 -0.064294999999999977 0.096295000000000019 0.091935000000000003 -0.17933499999999997 0.036560000000000002 -0.085719999999999977 -0.55327499999999985 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 8 -5 11 -11 16 13 -13 -15 -16 17 -7 19 20 25 -22 23 -23 -24 -19 -14 29 -29 -27
right_child=1 2 4 5 -6 9 -8 -9 -10 10 -12 12 26 14 15 -17 -18 18 -20 -21 21 22 24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.00044045525433970264 0.00072344200685620314 0.00081996596519551843 0.00015753322895761812 0.00061202807386871423 -0.0008552851154360855 -0.0010340484768329632 0.00066485931019997233 -0.002025298511143774 -0.00065794692141935235 -0.00030578919236590581 0.0011844346846024006 0.00018188697173290196 -1.2409765195434552e-05 0.00013614005559550908 -0.0033058352242223924 2.9179438882108244e-05 0.00097932816746546642 -0.00075563244829555194 -0.00075337456455599756 -0.0008719955477863551 0.0014491343824192882 9.8533570193327382e-05 0.00030447586730588229 0.0012877272359689633 -0.00080419892678037282 -6.2037462970211704e-05 0.00094298588367001642 0.0012920838018709963 5.1535864084607313e-05 -0.00088330837875568813
leaf_weight=26 25 23 32 25 28 21 23 20 20 22 26 31 514 24 25 21 38 31 32 25 20 26 40 29 25 291 21 22 1563 52
leaf_count=26 25 23 32 25 28 21 23 20 20 22 26 31 514 24 25 21 38 31 32 25 20 26 40 29 25 291 21 22 1563 52
internal_value=0 3.7001e-06 -2.16099e-06 4.07731e-06 -0.000315115 -2.20506e-06 -0.000262187 -0.000590219 4.75947e-05 5.68676e-06 0.000501415 -2.65943e-06 -9.38729e-05 -0.000724032 -0.00112523 -0.00178333 2.3531e-05 6.84735e-06 1.69859e-05 2.85921e-05 3.93185e-05 0.000435448 0.0002665 0.000725563 -0.000121938 1.10091e-05 2.50917e-05 2.33358e-05 6.87548e-05 -0.000186545
internal_weight=0 3095 3070 3010 60 2987 88 65 45 2899 48 2851 636 101 70 46 2215 2177 2156 2124 2099 140 120 55 65 1959 535 1928 1585 343
internal_count=3121 3095 3070 3010 60 2987 88 65 45 2899 48 2851 636 101 70 46 2215 2177 2156 2124 2099 140 120 55 65 1959 535 1928 1585 343
is_linear=0
shrinkage=0.1


Tree=1673
num_leaves=31
num_cat=0
split_feature=1429 156 1425 1419 1429 448 52 148 151 43 474 1375 1375 151 150 49 49 475 3 42 475 474 1427 475 1429 51 457 160 483 150
split_gain=0.000499475 0.00113607 0.00149148 0.000788939 0.000896771 0.000611923 0.00140824 0.000974966 0.00110428 0.00101994 0.000697851 0.00375127 0.00565218 0.00246353 0.00211315 0.00536236 0.00519087 0.00462114 0.00157325 0.00147633 0.00178213 0.00182804 0.00152741 0.00115348 0.00279528 0.00110503 0.000826986 0.00137759 0.00124711 0.00102365
threshold=0.12521000000000002 0.3248100000000001 0.095135000000000011 0.098075000000000009 0.096095000000000014 -1.0000000180025095e-35 -0.14813999999999997 -0.07546499999999999 -0.081864999999999979 -0.0024749999999999993 0.08393500000000001 -0.15308499999999997 -0.4078199999999999 -0.52488999999999986 0.10874500000000002 0.08610000000000001 1.0000000180025095e-35 -0.081629999999999994 0.090900000000000009 0.088295000000000012 -0.08317999999999999 0.087035000000000015 0.086555000000000007 0.036560000000000002 -0.067934999999999982 -0.085384999999999989 0.10487 0.51752500000000012 -0.21450499999999997 0.12187000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 -8 11 12 -7 -13 15 16 18 -17 19 20 21 -12 -22 26 -25 -19 27 28 -15 -30
right_child=-2 -3 -4 -5 -6 10 7 -9 -10 -11 14 13 -14 23 -16 17 -18 25 -20 -21 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00094813815826042143 0.0004981338221114129 -0.00073623665514224701 0.00072830309124713368 -0.00045768323991643759 0.00056412249188204965 -9.9314140330534443e-05 -0.00014414152512630529 -0.00068892165552824746 -0.00042884645065189241 0.00074097593143477528 0.00034692715116528772 -0.0011000600624538493 0.00212608156420867 -0.00059926570350345338 -0.00093586807410853611 0.0018822682414041912 -0.0018314353917958217 0.00064328187901992358 -0.00082529953184088561 -0.00056291994374446771 0.00011902748602037522 -0.00063429223751095508 0.0013139300330658444 -0.00039110734633140964 0.0011686784411452848 -0.00039533229234317942 -0.00060553615912795067 0.00069544167570962474 3.382395824070926e-06 0.00060117879605466702
leaf_weight=22 20 21 28 38 28 25 23 20 27 30 39 20 21 34 30 23 20 20 28 37 23 37 20 20 27 21 22 29 2339 29
leaf_count=22 20 21 28 38 28 25 23 20 27 30 39 20 21 34 30 23 20 20 28 37 23 37 20 20 27 21 22 29 2339 29
internal_value=0 -3.21273e-06 1.78516e-06 -4.88014e-06 8.28725e-07 -4.45333e-06 -0.000223789 -6.44326e-05 9.16896e-05 0.000356868 4.88989e-06 2.17118e-05 0.000916627 5.37602e-06 -0.000139959 -5.08646e-05 -0.00030141 0.000747747 -0.000135102 -1.12209e-05 0.000160316 -0.000130772 0.000674796 1.42195e-05 0.00050494 0.000111309 4.8172e-06 1.03408e-05 2.06935e-06 1.07034e-05
internal_weight=0 3101 3080 3052 3014 2986 122 100 80 53 2864 2566 46 2520 298 268 204 64 184 156 119 76 43 2500 47 41 2453 2431 2402 2368
internal_count=3121 3101 3080 3052 3014 2986 122 100 80 53 2864 2566 46 2520 298 268 204 64 184 156 119 76 43 2500 47 41 2453 2431 2402 2368
is_linear=0
shrinkage=0.1


Tree=1674
num_leaves=31
num_cat=0
split_feature=448 0 14 142 12 52 97 447 448 1366 0 0 0 15 43 52 2 1 43 13 13 0 1374 1374 13 133 13 4 12 52
split_gain=0.000498594 0.00140972 0.000551358 0.00235334 0.00201451 0.00173272 0.000693761 0.000683016 0.00122339 0.000788267 0.0011338 0.000776813 0.00240579 0.00722189 0.00213413 0.00195588 0.0019488 0.00317066 0.00155871 0.000924958 0.00581342 0.00858484 0.00397306 0.00382121 0.0106323 0.00307485 0.00304738 0.00204883 0.00595146 0.00188607
threshold=0.068920000000000023 -0.26609999999999995 0.078235000000000013 -0.057499999999999989 0.086095000000000019 -0.014264999999999998 -0.086464999999999986 0.09290000000000001 -0.083689999999999987 -0.079979999999999982 -0.23811499999999999 -0.15599999999999997 -0.14116499999999996 -0.07490999999999999 -0.081374999999999989 -0.080114999999999978 0.11548000000000001 0.094465000000000007 -0.0098449999999999979 -0.086254999999999984 -0.085744999999999988 -0.085804999999999979 0.087110000000000007 0.088460000000000011 -0.085584999999999981 0.10466000000000002 -0.08645499999999999 -0.081714999999999996 0.085440000000000016 0.086040000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -5 8 -8 -10 -11 15 13 14 -13 -12 17 -17 -16 22 21 -21 25 24 -22 26 27 28 29 -14
right_child=-2 2 4 6 -6 -7 7 -9 9 10 11 12 19 -15 18 16 -18 -19 -20 20 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00080085453836628313 -0.00049769421981181959 0.0010353447731838307 -0.00061929368413984778 -0.00054982737941748421 -0.00084011876334053731 0.00054159780007062683 -0.00059022404186959783 0.00056979271051074774 0.0004346288634613822 -0.00070104477395627489 -0.00064423618518048896 -0.00063807921096061676 0.00042650308863482101 -0.0018858509066544853 0.0011097455670096678 0.00023682463267023733 -7.1079126237669869e-05 0.001799637334798241 -6.4501674989095106e-05 -0.0026144168644566977 0.0022563273075363777 0.00024496028476971249 0.0015070624918735122 -0.0013709465065039695 -6.0120214864574973e-06 0.0012324573599140753 -0.0011849081359105184 -1.3385323930818365e-05 0.0017162936230306514 -0.00073857067545759494
leaf_weight=22 20 22 20 23 35 36 35 21 42 23 20 30 33 27 20 34 42 21 26 21 21 21 20 20 1927 22 20 445 28 24
leaf_count=22 20 22 20 23 35 36 35 21 42 23 20 30 33 27 20 34 42 21 26 21 21 21 20 20 1927 22 20 445 28 24
internal_value=0 3.20991e-06 -2.48941e-06 4.89546e-06 -0.000244973 0.000126994 -2.74779e-06 1.52772e-06 -2.55632e-06 4.56816e-06 -1.78072e-06 3.91846e-06 -6.99316e-06 -0.000480995 1.80986e-05 0.000256191 0.000441846 0.000833535 0.000446041 1.17702e-05 -2.0587e-05 -0.00118473 0.000121631 4.25751e-06 1.83766e-05 7.31898e-05 2.68191e-05 7.25446e-05 0.000522413 -6.40543e-05
internal_weight=0 3101 3079 2988 91 56 2966 2943 2922 2887 2845 2822 2705 103 76 117 97 55 46 2602 2010 42 592 1968 1948 572 550 530 85 57
internal_count=3121 3101 3079 2988 91 56 2966 2943 2922 2887 2845 2822 2705 103 76 117 97 55 46 2602 2010 42 592 1968 1948 572 550 530 85 57
is_linear=0
shrinkage=0.1


Tree=1675
num_leaves=31
num_cat=0
split_feature=45 11 33 39 33 9 16 0 52 1420 157 2 15 3 484 15 12 10 1 12 12 12 2 474 483 16 13 3 2 457
split_gain=0.000504459 0.000798951 0.000911365 0.0016092 0.000903768 0.00195403 0.004967 0.000658601 0.00197521 0.00134002 0.00180132 0.000724432 0.000599595 0.000929853 0.00238261 0.00318708 0.00083441 0.000806777 0.00104708 0.000827012 0.00346741 0.00206257 0.00149161 0.00338946 0.00329432 0.00363362 0.00208351 0.00239531 0.00159616 0.00284417
threshold=-1.0000000180025095e-35 -0.011194999999999998 0.085305000000000006 0.056590000000000008 -0.012019999999999998 0.082870000000000013 -0.056919999999999991 0.12500000000000003 0.095415000000000014 0.056520000000000008 0.51508000000000009 0.10774000000000002 -0.42198999999999992 0.0051600000000000005 0.090535000000000018 -0.49307999999999996 -0.064509999999999984 -0.40288499999999994 0.15618500000000002 0.099815000000000015 0.10097500000000002 0.098810000000000023 0.11067500000000001 0.11085000000000002 0.055770000000000007 0.46043000000000006 -0.17933499999999997 0.11658 0.11237500000000002 0.045365000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 7 -7 9 11 10 12 -9 13 14 15 -6 -15 -14 19 21 -21 22 23 26 25 28 -19 -28 -24 -30
right_child=1 2 3 -5 5 6 -8 8 -10 -11 -12 -13 17 16 -16 -17 -18 18 -20 20 -22 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00046659810924092721 0.00056649298529373488 -0.00060576981341000649 -0.001085856105367254 0.00012490169277083149 0.0011893815031119935 -0.00023551714126871708 0.0017570899021600119 -0.00031518866809484604 0.00099999224218593635 -0.00080423274609659401 0.00092026247265970427 0.00042017536436019117 0.0005904280884272378 -0.0010662703179696109 -0.00096801222302019593 -0.00028257384868706333 -0.00020712410556510664 -0.00089041120171224556 -0.00072522324802775989 -0.0013276059646159411 -5.8805321597880179e-05 0.00096543401317751923 0.0010018671172061162 -0.0011728153456933797 -0.00066644029381807612 0.0012826434940703818 2.193894035592047e-05 -0.0010780699970200658 0.0002543502639152418 -0.0009642458458322588
leaf_weight=23 25 24 21 23 24 29 22 37 26 21 21 21 23 20 20 38 26 26 20 23 339 23 22 25 35 37 1937 20 148 22
leaf_count=23 25 24 21 23 24 29 22 37 26 21 21 21 23 20 20 38 26 26 20 23 339 23 22 25 35 37 1937 20 148 22
internal_value=0 3.4641e-06 -1.11635e-06 -0.00045296 5.44724e-06 1.03288e-05 0.000624039 -2.66697e-07 0.000275732 -8.34471e-06 -2.47822e-06 -4.89362e-05 -9.33025e-06 -0.000220809 -1.89377e-05 0.000287215 -0.000580666 6.954e-07 -4.37141e-06 1.05465e-06 -0.00013942 2.32123e-05 1.36739e-05 -1.57056e-05 0.000237136 0.000375237 -1.11768e-06 1.06972e-05 0.000200372 9.66496e-05
internal_weight=0 3098 3073 44 3029 3005 51 2954 84 2870 2849 58 2828 128 82 62 46 2700 2677 2657 362 2295 2272 2008 264 229 1983 1957 192 170
internal_count=3121 3098 3073 44 3029 3005 51 2954 84 2870 2849 58 2828 128 82 62 46 2700 2677 2657 362 2295 2272 2008 264 229 1983 1957 192 170
is_linear=0
shrinkage=0.1


Tree=1676
num_leaves=31
num_cat=0
split_feature=402 1429 156 474 474 1446 1 1 33 1209 1 1213 1 1375 1374 42 1375 147 0 2 1 50 457 3 0 13 401 1201 15 132
split_gain=0.000477906 0.000459768 0.000824451 0.00128715 0.000801039 0.00188542 0.000577114 0.00556379 0.00270732 0.00200054 0.00185592 0.00174156 0.00170797 0.00202193 0.00288361 0.00197126 0.00164305 0.00173908 0.00232322 0.00175763 0.00192276 0.00922231 0.00173185 0.00215473 0.00164294 0.00139566 0.00172756 0.00168209 0.00159088 0.00669715
threshold=0.31278000000000006 0.12521000000000002 0.3248100000000001 0.11568500000000002 0.11085000000000002 -0.093534999999999993 0.091345000000000023 0.09202500000000001 -1.0000000180025095e-35 -0.093169999999999989 0.092695000000000013 -0.064789999999999986 0.094090000000000021 0.087080000000000005 -1.0000000180025095e-35 0.090240000000000015 0.097315000000000026 0.090335000000000013 -0.23194499999999998 -1.0000000180025095e-35 0.090405000000000013 0.090980000000000019 0.10021000000000001 -0.16726499999999997 -0.26609999999999995 -0.10278499999999999 0.12006000000000001 -0.08261499999999998 0.088235000000000022 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 9 -8 -9 -7 -10 -12 15 14 -14 -13 17 18 -11 -20 22 -22 23 -21 -16 -25 27 -27 -29 -30
right_child=-2 -3 -4 -5 -6 6 7 8 10 16 11 12 13 -15 24 -17 -18 -19 19 20 21 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=0.00096438538777874792 0.00047544006125203203 0.00047469213837757711 -0.00063075889442448644 0.00067286151045534235 -0.00054066515003796671 0.00096987200959119946 -0.0013288516358657303 0.0010214450681814925 -0.00098362974365175299 0.0010330117443200753 -0.00085628111613914374 0.0013309669439331628 0.0010897900465035649 -0.00092706863582134248 -0.00089804855365814128 -2.6492295728530737e-05 0.0008702483964787627 -0.00088287788861304188 0.00090917594664331009 0.00080687045051223223 -0.0022150772006716579 0.00082174870560265852 -0.00066383261637862527 0.00033678479219536087 -2.1926828858916374e-05 -0.00089486944544616906 -0.00072609478905660049 -5.3238380865945303e-05 0.0016977897093359692 6.8285281900784563e-05
leaf_weight=20 21 20 21 28 28 22 34 24 21 22 25 20 23 25 22 23 22 22 21 34 20 20 38 117 790 21 34 1173 27 383
leaf_count=20 21 20 21 28 28 22 34 24 21 22 25 20 23 25 22 23 22 22 21 34 20 20 38 117 790 21 34 1173 27 383
internal_value=0 -3.22072e-06 -6.32405e-06 -2.03731e-06 -8.27194e-06 -3.3079e-06 -9.79596e-06 -7.14104e-05 -2.74711e-05 2.16037e-05 -5.39979e-05 -3.2961e-05 -1.0167e-05 -4.09195e-05 -1.43881e-05 0.000604884 1.09272e-05 1.14199e-06 1.13244e-05 -5.80834e-07 -1.08138e-05 -0.000696664 4.20211e-06 1.83918e-05 -4.56641e-05 3.11641e-06 -2.0717e-05 -5.76515e-06 6.02967e-06 0.000175594
internal_weight=0 3100 3080 3059 3031 3003 2983 1007 973 1976 949 928 903 860 835 43 1954 1932 1910 1888 1867 40 1827 1789 812 1755 1638 1604 1583 410
internal_count=3121 3100 3080 3059 3031 3003 2983 1007 973 1976 949 928 903 860 835 43 1954 1932 1910 1888 1867 40 1827 1789 812 1755 1638 1604 1583 410
is_linear=0
shrinkage=0.1


Tree=1677
num_leaves=31
num_cat=0
split_feature=33 34 9 16 11 11 1429 1 2 11 43 130 42 13 13 13 52 133 133 4 12 4 133 0 16 15 12 12 1213 15
split_gain=0.000593305 0.000537283 0.000763545 0.00296768 0.000601446 0.00131654 0.00142145 0.000845011 0.00109987 0.00076821 0.00132655 0.00104507 0.00164032 0.000652952 0.00576419 0.00410357 0.00322892 0.00182762 0.00449183 0.00171653 0.00413811 0.00345375 0.0137257 0.00244814 0.00234183 0.0038271 0.00227009 0.00243287 0.00590413 0.00252384
threshold=-0.012019999999999998 -0.112215 0.091600000000000015 -0.4179199999999999 0.094350000000000003 0.089270000000000002 0.12365500000000001 0.098700000000000024 0.11474000000000002 0.086080000000000018 -0.53814999999999991 -0.22699999999999995 0.15432000000000004 -0.081829999999999986 -0.081224999999999978 -0.082574999999999982 -0.0092699999999999987 0.11524500000000001 0.10722500000000001 -0.081984999999999988 0.085440000000000016 -0.078809999999999977 -0.022174999999999997 -0.05208999999999999 -0.014754999999999999 0.084905000000000022 0.095175000000000023 0.088725000000000012 -0.084774999999999989 0.050935000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 9 -6 -9 10 -3 -12 13 15 -15 17 -17 18 19 20 24 22 -21 26 25 -13 27 28 -23 -30
right_child=1 2 3 -5 7 -7 -8 8 -10 -11 11 12 -14 14 -16 16 -18 -19 -20 21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00045825077021228414 -0.00048827665685332087 0.00069795231662552674 -0.0003569864985668877 0.0012509559392294084 -0.00023413316637743267 -0.00077573009502058003 0.00084091144846752295 0.0010497725589878181 4.9830585802820601e-05 -0.00050017021140158784 -0.0006776443277688131 0.00032855136988444193 0.0008402289422836317 -0.0013954793945642099 -2.0046297126951103e-05 8.4669047334630571e-05 0.0017825976319727488 -0.00081381007285717026 0.0014481552269320344 8.6388351443137288e-05 0.0012171402953467087 0.00169911223532505 -0.0028716328161061985 -0.0010707595688290894 0.00070623163212855749 -0.0013343939813785257 0.00076396534246409183 -0.00041393422279565641 8.7316652659376822e-05 -0.00078125992577042784
leaf_weight=28 22 27 24 22 20 22 20 22 22 31 23 31 23 31 1779 21 24 26 22 62 38 22 21 20 28 25 42 114 473 36
leaf_count=28 22 27 24 22 20 22 20 22 22 31 23 31 23 31 1779 21 24 26 22 62 38 22 21 20 28 25 42 114 473 36
internal_value=0 4.14841e-06 7.67604e-06 0.000412029 1.5272e-06 -5.02831e-06 7.40804e-07 0.000304822 0.000549802 -5.01576e-06 2.99262e-07 -6.28467e-06 -8.43771e-07 -7.71577e-06 -4.36034e-05 5.69177e-05 0.000990231 1.31687e-05 3.61895e-05 2.12893e-06 0.000351238 -5.17841e-05 -0.000662027 1.98568e-05 -4.04794e-05 -0.000413835 5.16069e-05 5.22076e-06 9.52088e-05 2.58849e-05
internal_weight=0 3093 3071 46 3025 2961 2939 64 44 2919 2888 2861 2838 2815 1810 1005 45 960 934 912 122 790 83 707 84 56 687 645 531 509
internal_count=3121 3093 3071 46 3025 2961 2939 64 44 2919 2888 2861 2838 2815 1810 1005 45 960 934 912 122 790 83 707 84 56 687 645 531 509
is_linear=0
shrinkage=0.1


Tree=1678
num_leaves=31
num_cat=0
split_feature=33 132 1203 1213 12 2 12 394 399 15 403 16 1208 403 403 120 40 12 9 8 133 4 11 4 43 9 147 1 2 4
split_gain=0.000480577 0.000496687 0.00172324 0.00115428 0.00180656 0.0023513 0.00224546 0.00106967 0.00104316 0.000959981 0.000747064 0.00261978 0.00180572 0.00455688 0.00230184 0.000729577 0.000911605 0.00125314 0.00231367 0.00562769 0.0021565 0.000963465 0.0013744 0.000911804 0.00269688 0.000918807 0.000702267 0.00168955 0.00166599 0.00141095
threshold=-0.012019999999999998 -0.083174999999999985 0.089005000000000015 0.087020000000000014 0.10866500000000003 0.10252500000000002 0.088485000000000022 0.013605000000000001 0.087520000000000014 0.088060000000000013 -0.54448499999999989 -0.07550999999999998 0.10233500000000001 -0.52641999999999989 -0.52800499999999995 0.091385000000000008 -0.24134999999999998 0.12757000000000002 0.091600000000000015 0.097795000000000007 0.13334500000000002 0.62931500000000018 -0.014494999999999999 0.51388000000000011 -0.074974999999999986 0.084755000000000011 0.089995000000000019 0.10612500000000001 0.12198500000000001 -0.0060199999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 8 10 -2 -9 11 -3 14 -14 -12 16 -16 18 21 -20 -19 22 -18 25 -25 26 -24 29 -29 -28
right_child=1 7 -4 -5 5 -7 -8 9 -10 -11 12 -13 13 -15 15 -17 17 20 19 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.00041242574142026048 -0.00040020190594077572 -0.00092261844846819134 -0.00088911775771218036 0.00062862761969090968 0.00084269004690993047 -0.00049576573406479192 -0.00098119794672943276 4.9776128621271632e-05 0.00033144423032354102 0.0010178277586237528 -0.00088049221266028952 0.00031930833356454971 0.001703127645305358 -0.00040599176776595413 0.00064699414145687358 -0.00053367749836373448 0.00084277070563985043 -0.001241612288036517 0.0019258959892405466 -0.00033831980747535179 0.00020930213882820682 -0.00060677737370133406 3.4951628866541142e-05 0.00025496191945141897 -0.001268683136662557 -0.00062454965039416329 -0.00016684951482128109 0.00085583321138983605 -0.00036866220925003295 -0.0013152983132749796
leaf_weight=28 40 35 27 23 35 21 38 21 38 20 29 33 21 20 23 24 20 21 21 23 20 25 2358 26 21 22 23 20 25 20
leaf_count=28 40 35 27 23 35 21 38 21 38 20 29 33 21 20 23 24 20 21 21 23 20 25 2358 26 21 22 23 20 25 20
internal_value=0 3.73356e-06 -0.000140376 -3.67036e-05 -0.000125672 0.000340769 -0.000350851 1.48768e-05 -4.37589e-05 0.000521996 7.52984e-06 -0.000319919 1.55916e-05 0.000674289 5.66633e-06 1.52126e-05 2.01502e-05 1.46993e-05 2.33362e-05 0.000742329 -0.000533849 1.09786e-05 1.70708e-05 1.05046e-05 -0.000425816 1.88138e-05 2.46004e-05 -0.000252766 0.000175558 -0.000701012
internal_weight=0 3093 222 195 172 56 116 2871 78 41 2830 68 2762 41 2721 2692 2668 2645 2604 44 41 2560 2535 2515 47 2468 2446 88 45 43
internal_count=3121 3093 222 195 172 56 116 2871 78 41 2830 68 2762 41 2721 2692 2668 2645 2604 44 41 2560 2535 2515 47 2468 2446 88 45 43
is_linear=0
shrinkage=0.1


Tree=1679
num_leaves=31
num_cat=0
split_feature=12 130 147 151 42 2 4 2 48 48 0 151 16 2 2 12 12 2 4 2 2 13 133 16 2 2 472 475 0 52
split_gain=0.000500915 0.00108249 0.000627504 0.000601404 0.00148014 0.00131238 0.00167691 0.00147911 0.000752535 0.000950373 0.000962567 0.00089413 0.00288149 0.000730193 0.00293746 0.00343435 0.00501877 0.00253963 0.00261063 0.00251728 0.00316837 0.00766947 0.00250543 0.00375599 0.00240565 0.00225001 0.00215925 0.00191502 0.00252381 0.00176925
threshold=0.23631000000000002 -0.22562499999999999 0.11204500000000002 0.084350000000000008 0.091545000000000015 0.11237500000000002 -0.0070899999999999991 0.088125000000000023 -0.11155999999999998 -0.089814999999999992 -0.26609999999999995 0.009020000000000002 -0.095094999999999985 0.098630000000000009 0.10584500000000001 0.083310000000000009 -0.064509999999999984 0.097220000000000015 -0.0083799999999999986 0.096540000000000015 0.095195000000000016 -0.071554999999999994 0.10209000000000001 0.19444000000000003 0.10699500000000002 0.094565000000000024 -0.080779999999999977 0.016915000000000003 0.11070500000000001 0.23074000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 6 7 -5 -3 -10 -11 13 -13 17 15 16 -15 19 -19 20 25 -22 23 29 -16 -12 -26 28 -28 -17
right_child=-2 2 -4 4 -6 -7 -8 -9 9 10 11 12 -14 14 24 22 -18 18 -20 -21 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.00065881691715912903 -0.00046495590055280412 -0.00055307520367205143 -0.00056018969276919964 0.00083306161513974075 0.00098678529116330636 0.00074221358767577591 -0.00085573555590362179 -0.00033135001649498008 0.0006526928416199305 0.00066751242238318647 -2.4087868412402012e-05 0.00029879205704555321 -0.001342417181504061 0.00012002453059486235 -0.00084338101305012764 0.00083995527485526656 0.0020308414844164096 -0.0001801841547336046 -0.001620027073804522 0.00094057383658191951 0.00030194028274438877 -0.0021625368888793595 0.00091036515340449343 -0.00095839660464073812 0.00084821022193258013 0.0008789925744557488 -2.0658192815590919e-06 0.00091405058753610182 -0.00088039626114030922 -0.00033419659206022825
leaf_weight=25 23 25 20 20 21 21 23 24 22 21 1878 23 20 27 34 33 28 34 20 27 28 23 31 34 30 28 501 21 35 21
leaf_count=25 23 25 20 20 21 21 23 24 22 21 1878 23 20 27 34 33 28 34 20 27 28 23 31 34 30 28 501 21 35 21
internal_value=0 3.4519e-06 -1.87974e-06 1.77771e-06 0.000232439 5.2425e-05 -0.000163777 0.000197928 -6.76241e-06 -2.08347e-06 -7.05588e-06 -1.19815e-05 -0.000464561 -5.11208e-06 7.61736e-05 0.000439313 0.0010928 -3.68207e-05 -0.000713459 -1.84041e-05 -3.16348e-05 -0.000809491 0.000137279 -0.000135058 -2.55756e-05 -1.08212e-05 2.17931e-05 -2.27177e-05 -5.94195e-05 0.000383341
internal_weight=0 3098 3073 3053 109 88 67 44 2944 2919 2897 2876 43 2833 795 174 55 2038 54 1984 1957 51 119 88 621 1906 587 557 536 54
internal_count=3121 3098 3073 3053 109 88 67 44 2944 2919 2897 2876 43 2833 795 174 55 2038 54 1984 1957 51 119 88 621 1906 587 557 536 54
is_linear=0
shrinkage=0.1


Tree=1680
num_leaves=31
num_cat=0
split_feature=130 10 10 2 11 33 9 9 11 11 11 475 475 11 11 14 16 14 1348 1 2 148 1 0 16 12 159 48 48 3
split_gain=0.000465043 0.00103343 0.00108853 0.000988318 0.00067757 0.000780254 0.00123914 0.00124891 0.000565303 0.000756033 0.000666252 0.00108035 0.00146797 0.0012843 0.00211583 0.000817506 0.00165257 0.000990655 0.000672279 0.000808743 0.00110384 0.00118583 0.00285328 0.00110151 0.00253539 0.00317315 0.00213376 0.00290306 0.00308113 0.00237552
threshold=-0.23647499999999996 -0.38124499999999995 -0.092019999999999977 0.31765000000000004 -0.011194999999999998 -0.012019999999999998 0.091600000000000015 1.0000000180025095e-35 0.096435000000000007 0.10553000000000001 0.092630000000000018 -0.49524999999999991 -0.24482499999999999 0.088065000000000018 0.086080000000000018 0.078400000000000011 -0.15241499999999997 0.018475000000000002 0.090205000000000021 0.15799000000000005 0.15609500000000001 -0.079549999999999996 0.099990000000000009 -0.043914999999999989 0.38525000000000004 0.10016000000000001 0.10545500000000001 0.089025000000000007 0.10078500000000001 -0.15713499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -4 -6 7 8 10 -10 11 -7 -13 14 15 17 -17 18 19 20 21 22 -14 -23 25 26 27 29 -29 -25
right_child=1 2 4 -5 5 6 -8 -9 9 -11 -12 12 13 -15 -16 16 -18 -19 -20 -21 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0004806573610403575 2.2683375365366895e-05 -0.00057480808772555924 0.00053187329103820957 0.0010049187712138519 -0.00058179353262581253 0.0007144539206776591 0.00057028314733638819 -0.00075506175688298599 0.0007910996348419715 -3.050228876115095e-05 -0.00056548437299040548 -0.00085915162810124468 3.284606691026552e-05 0.00079910757718607787 -0.0010299609912908635 0.0010117872906675984 -3.302558234725261e-05 -0.00063270144979469482 0.00049619203157447004 -0.00063883253984386111 0.00073956666106823844 -1.6267209360906194e-05 -0.0012223621817409166 0.0016405968781327829 0.00093358634978358179 -0.00094725866333141722 -0.00049472352572982868 -0.0010790312649987756 0.00052334504143800584 0.00043324210048674352
leaf_weight=20 21 33 24 20 23 21 38 22 21 24 21 20 55 20 20 24 41 25 27 20 20 2276 27 20 40 27 35 24 24 88
leaf_count=20 21 33 24 20 23 21 38 22 21 24 21 20 55 20 20 24 41 25 27 20 20 2276 27 20 40 27 35 24 24 88
internal_value=0 3.10002e-06 -3.58222e-06 0.000501823 2.64522e-06 -1.58437e-06 2.89375e-06 -4.43487e-06 1.22054e-06 0.000352912 -4.28419e-06 -1.5483e-07 -5.45197e-06 6.17709e-07 -5.10008e-06 2.29163e-06 0.000352751 -6.12044e-06 -2.82008e-07 -5.329e-06 -5.22443e-07 -6.18062e-06 -0.000380454 5.93084e-06 0.000201756 6.74746e-05 0.000210919 0.000369236 -0.000277843 0.000656826
internal_weight=0 3101 3060 41 3027 3003 2980 2942 2920 45 2875 2854 2833 2813 2793 2773 65 2708 2683 2656 2636 2616 82 2534 258 218 191 156 48 108
internal_count=3121 3101 3060 41 3027 3003 2980 2942 2920 45 2875 2854 2833 2813 2793 2773 65 2708 2683 2656 2636 2616 82 2534 258 218 191 156 48 108
is_linear=0
shrinkage=0.1


Tree=1681
num_leaves=31
num_cat=0
split_feature=33 9 1 34 9 1 121 12 3 50 12 131 1203 13 42 16 13 12 13 11 151 151 0 1373 484 157 150 15 13 13
split_gain=0.000508173 0.00113456 0.00247421 0.000590839 0.000847615 0.00141289 0.00130821 0.000776471 0.00104512 0.000784043 0.000683965 0.000787568 0.00099386 0.000696073 0.00141914 0.00141617 0.00122436 0.00289218 0.00104588 0.00116054 0.000977181 0.00211671 0.00257189 0.00212958 0.00267413 0.00307348 0.0024833 0.00217726 0.0016743 0.00239374
threshold=-0.044254999999999996 0.091905000000000014 0.13332000000000002 -0.097449999999999981 -0.090799999999999978 0.16540500000000002 -0.094339999999999993 0.12477500000000001 -0.05647499999999999 0.097510000000000013 0.11734000000000001 -0.13752999999999996 -0.054459999999999988 0.19762500000000002 -0.042239999999999993 -0.072359999999999994 0.11217000000000001 0.091200000000000017 0.10591500000000001 0.096435000000000007 -0.081779999999999978 -0.083694999999999978 -0.082009999999999986 0.081220000000000014 0.091180000000000011 -0.086244999999999988 0.088380000000000014 -0.040439999999999997 -0.091904999999999987 -0.087404999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 10 -9 -10 11 -8 -13 16 15 -15 18 -18 19 20 21 23 -23 24 25 -14 28 -28 -27 -30
right_child=1 2 -4 4 5 -7 7 8 9 -11 -12 12 13 14 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.00047891478435221045 0.00054631937644444406 -0.0011583685767478668 0.00020837684612531491 -0.00053703248709568692 -0.00078590858195509239 0.00084390154748689391 0.00053116437024332958 -0.0002354933086528697 0.00093841920398907467 0.00011864077969221399 -0.00045446526429176711 -0.00061722539853340452 -0.00087113477394826005 0.00040746357634289826 -0.00085834732245919961 -0.0004503211670686515 -0.00023025582532864065 0.0013235600577425667 -0.00057276071315901661 0.00065185956898078856 -1.9683938742484928e-05 0.0016467920938157477 6.2288665988792987e-05 -0.00074522756602101283 0.0011880120227072874 0.0008771847778310379 0.00016764221829362216 0.0016431978609762156 -0.0010171084841915771 8.3131264958775055e-05
leaf_weight=22 20 26 27 29 21 20 28 22 28 20 33 26 31 38 28 39 25 23 31 28 2238 20 21 29 23 21 20 20 23 141
leaf_count=22 20 26 27 29 21 20 28 22 28 20 33 26 31 38 28 39 25 23 31 28 2238 20 21 29 23 21 20 20 23 141
internal_value=0 -3.39985e-06 -0.000462102 4.58151e-06 1.00095e-06 6.20715e-06 5.79371e-07 6.16674e-06 0.000335253 0.000596845 -1.81526e-06 3.42044e-06 -1.81029e-06 3.90632e-06 -0.000248692 -2.69988e-05 1.37515e-05 0.000514281 4.67155e-06 1.15168e-05 4.58618e-06 0.000160221 0.000835217 7.03675e-05 0.000155143 6.23458e-05 0.000190959 0.00090542 3.64805e-05 -7.11707e-05
internal_weight=0 3099 53 3046 3026 2997 2977 2956 70 48 2886 2853 2825 2799 105 77 2694 48 2646 2615 2587 349 41 308 279 256 225 40 185 164
internal_count=3121 3099 53 3046 3026 2997 2977 2956 70 48 2886 2853 2825 2799 105 77 2694 48 2646 2615 2587 349 41 308 279 256 225 40 185 164
is_linear=0
shrinkage=0.1


Tree=1682
num_leaves=31
num_cat=0
split_feature=131 400 400 133 15 15 402 400 133 15 43 42 133 1456 131 12 481 13 13 13 2 16 43 15 15 15 12 1 43 15
split_gain=0.00046295 0.000948984 0.000780737 0.00106363 0.00076543 0.00685993 0.00282597 0.00222822 0.00132407 0.00201012 0.00137986 0.00530598 0.00165539 0.00141975 0.00108962 0.00414766 0.00340891 0.00192716 0.00254439 0.00182584 0.00174101 0.0015447 0.000933336 0.000879798 0.00149855 0.00272774 0.00246063 0.00196115 0.00143662 0.00126639
threshold=0.13857500000000003 0.23559000000000002 0.11517000000000001 -0.54084999999999994 0.091650000000000023 0.091295000000000015 0.23460000000000003 -0.060504999999999996 -0.10066499999999999 0.092715000000000006 0.055925000000000009 0.11275500000000001 0.41553500000000004 0.04871000000000001 0.08956500000000002 0.094225000000000017 -0.073474999999999985 -0.077799999999999994 -0.084154999999999994 -0.064619999999999983 0.095195000000000016 -0.0083599999999999976 -0.043144999999999996 0.090615000000000015 0.088655000000000025 0.088345000000000021 0.087765000000000024 0.088135000000000005 -0.0084099999999999991 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 23 -6 -9 -10 12 -12 13 14 16 -16 -11 18 -18 -19 22 -22 -21 24 25 29 -26 28 -28 -5
right_child=-2 -3 -4 4 7 -7 -8 8 9 10 11 -13 -14 -15 15 -17 17 19 -20 20 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.00065241415798664095 -0.0004469893569045741 0.00067326908964397648 -0.00062401472532656052 -1.2396559065272901e-05 0.0011210895303866849 -0.0017824069315379764 0.0011462959261345012 -0.00046741540427319705 0.000973061555906987 0.0012178491614357537 0.0017015083156445105 -0.00021355273970701281 -0.00079975515592377647 -0.00061758590498607981 -0.001391586377139902 0.00059817000159951433 0.00011127503395716593 0.0010299946399195156 -0.0011533188002291494 0.00016263905115640508 -0.00097757122231996625 9.8778451865655375e-05 0.0010712884676104294 0.00051085699631057068 -0.0011785765600005359 0.0010518329729772328 -0.00037079999106936156 -0.00078019547579767992 0.00073087785798446126 -0.00075807495184404701
leaf_weight=25 23 21 20 2331 21 22 21 42 26 29 23 39 25 29 20 22 41 26 26 26 20 40 20 31 29 24 20 27 29 23
leaf_count=25 23 21 20 2331 21 22 21 42 26 29 23 39 25 29 20 22 41 26 26 26 20 40 20 31 29 24 20 27 29 23
internal_value=0 3.31852e-06 -1.25378e-06 2.82055e-06 -2.5356e-06 -2.41912e-05 -8.93249e-06 0.00011404 6.74582e-05 0.000121984 6.46576e-05 0.000496873 -1.80503e-05 4.73097e-05 0.000118724 -0.000349333 0.000204945 5.73364e-05 -0.000379463 0.000279045 9.485e-05 -0.000260005 0.000557704 -1.85824e-05 -2.51924e-05 -8.868e-06 -0.0003949 -9.5866e-05 0.000281213 -1.96823e-05
internal_weight=0 3098 3077 3057 3032 2557 2535 475 454 412 386 62 324 299 270 42 228 199 67 132 106 60 46 2514 2483 2378 105 76 49 2354
internal_count=3121 3098 3077 3057 3032 2557 2535 475 454 412 386 62 324 299 270 42 228 199 67 132 106 60 46 2514 2483 2378 105 76 49 2354
is_linear=0
shrinkage=0.1


Tree=1683
num_leaves=31
num_cat=0
split_feature=9 3 1 44 0 104 34 42 0 96 9 9 160 160 15 1371 49 151 1212 133 158 133 42 15 15 15 49 52 159 52
split_gain=0.000433289 0.000451686 0.00105024 0.00055578 0.000988259 0.000505394 0.000718616 0.00295635 0.00484698 0.00221354 0.000896576 0.00305178 0.000586895 0.00143051 0.00593127 0.00278808 0.00183995 0.00153129 0.00128719 0.00146077 0.00215041 0.00185482 0.001834 0.00157794 0.00211074 0.00189282 0.00152943 0.0016139 0.00151628 0.00133548
threshold=0.10860500000000002 0.63141500000000017 0.16175000000000003 0.10049500000000001 -0.26609999999999995 0.086600000000000024 -1.0000000180025095e-35 0.089390000000000011 -0.080119999999999983 0.083725000000000008 0.092235000000000011 0.085355000000000014 -0.089549999999999991 -0.085579999999999976 -0.015039999999999998 0.083235000000000017 -0.0020949999999999996 -0.54279999999999984 0.087615000000000012 0.099660000000000012 0.107145 0.090310000000000015 0.096035000000000023 0.11601500000000002 -0.092489999999999989 -0.089964999999999976 0.005085000000000001 0.12418000000000001 0.082585000000000006 0.41580500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 -10 11 12 18 14 -14 17 -16 -15 19 20 21 22 23 24 26 -26 27 -8 -27 -21
right_child=-2 -3 -4 -5 5 -7 10 -9 9 -11 -12 -13 13 15 16 -17 -18 -19 -20 29 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.00068920051922932973 -0.00043243284074022723 -0.00045899128363955586 0.00069481703897260804 -0.00043428661743307427 0.0019222548702964562 -0.00048805247615313249 0.00051826948387631848 -0.00067813907101784332 -0.00053178790452269213 0.00081950332466724585 0.00064647380888692126 -0.0012103995319367165 -0.0015578030066911918 -0.00084789021169523373 -0.00035770736401900653 0.0011135172977281566 0.00099874057574197658 -9.5888159592722478e-06 -0.000579208940661584 -0.00090267068223207991 0.0010700157834906822 0.00082448466548359846 0.00090768227407049074 -0.00083676478825509557 0.0011237012956934493 -1.0255364102176241e-06 -0.0010399107281118631 -0.00069425843844545031 0.00079857118461014974 0.00017598011499186134
leaf_weight=21 23 21 22 29 20 21 23 24 27 22 21 21 29 22 20 22 20 2283 26 24 27 36 24 21 21 155 25 21 28 22
leaf_count=21 23 21 22 29 20 21 23 24 27 22 21 21 29 22 20 22 20 2283 26 24 27 36 24 21 21 155 25 21 28 22
internal_value=0 3.21045e-06 6.3649e-06 1.40714e-06 5.58266e-06 8.05295e-07 4.24565e-06 0.000277855 0.000610375 7.49143e-05 -4.55605e-06 -9.31969e-06 -4.66517e-07 -2.02016e-05 -0.000468922 -6.89621e-06 0.000320517 -1.759e-05 0.000103916 0.000145512 0.000209779 0.000144168 6.71512e-05 -1.46359e-06 6.27903e-05 0.000224504 -0.000415319 -6.0437e-05 0.000121317 -0.000386794
internal_weight=0 3098 3077 3055 3026 3005 2984 93 69 49 2891 2870 2849 2396 69 2327 40 2305 453 427 381 354 318 294 273 204 69 44 183 46
internal_count=3121 3098 3077 3055 3026 3005 2984 93 69 49 2891 2870 2849 2396 69 2327 40 2305 453 427 381 354 318 294 273 204 69 44 183 46
is_linear=0
shrinkage=0.1


Tree=1684
num_leaves=31
num_cat=0
split_feature=33 9 1 34 9 31 123 2 15 4 1 47 47 45 131 400 400 133 43 51 0 43 43 2 129 133 128 15 12 4
split_gain=0.000437124 0.000916659 0.00210888 0.000505224 0.00083088 0.00320744 0.000811748 0.000806029 0.00283257 0.000704859 0.000738856 0.000696038 0.000748888 0.000829134 0.000698412 0.000750062 0.000686271 0.000787364 0.000728405 0.00405343 0.00629536 0.00205021 0.00142019 0.00408787 0.00128733 0.00252048 0.0011711 0.0014119 0.00208663 0.00113773
threshold=-0.044254999999999996 0.091905000000000014 0.13332000000000002 -0.097449999999999981 -0.036024999999999995 -0.067479999999999984 0.083965000000000012 -1.0000000180025095e-35 -0.077844999999999984 0.62736500000000006 0.15618500000000002 0.13975500000000002 0.13283000000000003 0.094030000000000016 0.13857500000000003 0.23559000000000002 0.11379500000000002 -0.54084999999999994 0.062770000000000006 0.081440000000000026 -0.08317999999999999 0.055925000000000009 0.016310000000000002 0.095040000000000013 0.10311000000000002 -0.0036349999999999998 0.090375000000000025 -0.069954999999999989 0.094835000000000017 -0.077834999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5 8 -6 10 11 12 13 14 15 16 17 -9 21 -20 -21 22 24 29 26 -26 -19 -28 -29 -24
right_child=1 2 -4 4 7 -7 -8 9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 19 20 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.00044417588876306336 0.00050497328440542329 -0.0010582709020057408 0.00020354359730845317 0.00057458478961052611 0.0011711906617468534 -0.0014124461705796421 -0.00022404005102414105 0.0005815065446464966 -0.00041911664441050519 0.00046929656073189111 -0.000523289872540368 0.00052762985019944616 -0.00058351552599395461 -0.00059572642576708661 -0.00056734449407529273 0.00060690110383023116 -0.00057665978092700241 2.7228710209651374e-05 1.1506868812845272e-05 -0.0022763782668681373 0.0001722096454440838 0.00078389565792999103 -0.00043323683465132493 -0.0015213129630074432 0.001335055284752426 -9.9198528148822092e-06 0.00031661159370005842 -0.0012451590682758251 1.1771357618272306e-05 0.00058799885691769311
leaf_weight=22 20 26 27 20 24 20 35 24 21 32 27 25 22 23 21 21 20 2169 244 21 21 35 20 23 22 38 21 28 25 24
leaf_count=22 20 26 27 20 24 20 35 24 21 32 27 25 22 23 21 21 20 2169 244 21 21 35 20 23 22 38 21 28 25 24
internal_value=0 -3.15323e-06 -0.00041546 4.02085e-06 7.0986e-07 -0.000327982 6.6369e-05 9.06359e-06 0.000429047 2.56006e-06 -2.63673e-06 2.30097e-06 -2.3529e-06 2.21338e-06 7.16571e-06 1.15433e-05 6.97203e-06 1.12713e-05 6.18563e-06 -0.000144685 -0.00105208 2.4127e-05 1.29068e-05 -0.00044094 2.61103e-05 0.000483238 1.38822e-05 -0.000377315 -0.000652267 0.000123801
internal_weight=0 3099 53 3046 3026 75 55 2951 45 2906 2874 2847 2822 2800 2777 2756 2735 2715 2691 286 42 2405 2370 67 2303 60 2243 74 53 44
internal_count=3121 3099 53 3046 3026 75 55 2951 45 2906 2874 2847 2822 2800 2777 2756 2735 2715 2691 286 42 2405 2370 67 2303 60 2243 74 53 44
is_linear=0
shrinkage=0.1


Tree=1685
num_leaves=31
num_cat=0
split_feature=14 16 142 16 2 11 33 39 33 31 39 2 2 13 11 2 11 1429 448 16 51 155 120 48 13 2 1 13 43 4
split_gain=0.000462722 0.00245769 0.00211268 0.00185288 0.000923424 0.000580172 0.000813661 0.00163767 0.000718208 0.00074828 0.00165392 0.000863056 0.00404631 0.000975923 0.00061145 0.000957314 0.000665879 0.00112351 0.000625473 0.000641649 0.00149144 0.00135717 0.000844713 0.000939896 0.000853102 0.00395935 0.00251098 0.00108732 0.00127553 0.00115106
threshold=0.078235000000000013 -0.5335399999999999 -0.057499999999999989 -0.14771999999999999 0.088055000000000008 -0.014494999999999999 0.085305000000000006 0.056590000000000008 -0.044254999999999996 -1.0000000180025095e-35 0.090455000000000021 -0.0050599999999999994 -0.15339499999999998 -0.0075049999999999987 0.096435000000000007 0.11474000000000002 0.089270000000000002 0.12365500000000001 -0.083689999999999987 0.62925500000000012 -0.22411499999999998 0.12509500000000004 0.088020000000000015 0.14257500000000004 0.24813000000000004 0.31358000000000003 0.10124500000000002 0.23074000000000003 -0.50216499999999986 -0.50940999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -4 8 -8 -7 10 -10 12 13 -11 16 -16 17 18 -13 21 -21 22 23 24 25 27 -26 28 -20 -30
right_child=1 3 5 4 -6 6 7 -9 9 11 -12 14 -14 -15 15 -17 -18 -19 19 20 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.00098309948913414386 -0.0012016016544657759 0.00084202642070262557 -0.00051208246811504734 -0.00069130611104460866 0.00015988876507617533 0.00060693591891322293 -0.0010619795340712048 0.00015944494206569684 -0.00096043875167379155 0.00022486512292137684 0.0001408661951912412 -0.00038956864513371643 0.0014091226417804138 -0.00072096558389603163 0.00083797493346289488 -0.00011795358072049568 -0.00046253031184366391 0.00075031223590485755 0.00076561003119092095 0.00013316770603593727 -0.0010154610592871904 0.00079263180801221597 -0.00057458840543404225 0.00055680899245236378 2.3223981457465659e-06 0.0013805734148869913 -0.0012888499013206456 -0.00073273141635581856 -0.00044331397412430593 1.1505836724852667e-05
leaf_weight=22 20 21 22 26 25 20 21 23 25 24 30 41 24 20 22 20 31 20 22 26 20 22 25 31 61 21 20 20 57 2339
leaf_count=22 20 21 22 26 25 20 21 23 25 24 30 41 24 20 22 20 31 20 22 26 20 22 25 31 61 21 20 20 57 2339
internal_value=0 -0.000220937 6.71053e-06 5.14697e-05 -0.000274054 -4.32986e-07 3.33797e-06 -0.000423508 9.72396e-06 5.63487e-06 -0.000359727 1.26463e-05 0.000364653 -0.000205058 4.09151e-06 0.000382771 -1.67937e-06 3.56334e-06 -1.95791e-06 4.00757e-06 -0.000366236 1.0513e-05 3.88487e-06 9.50985e-06 2.83022e-06 1.33486e-05 -0.000316486 1.5718e-06 7.64544e-06 6.85833e-07
internal_weight=0 92 3029 72 51 3007 2985 44 2941 2921 55 2866 68 44 2798 42 2756 2725 2705 2664 46 2618 2596 2571 2540 2459 81 2438 2418 2396
internal_count=3121 92 3029 72 51 3007 2985 44 2941 2921 55 2866 68 44 2798 42 2756 2725 2705 2664 46 2618 2596 2571 2540 2459 81 2438 2418 2396
is_linear=0
shrinkage=0.1


Tree=1686
num_leaves=31
num_cat=0
split_feature=33 45 11 33 9 10 16 4 1 1 0 1 9 31 3 3 2 0 13 150 131 4 52 1 2 159 160 124 150 48
split_gain=0.000561149 0.00054171 0.000584842 0.000626768 0.00142574 0.00134935 0.00700712 0.00235418 0.00095408 0.00100918 0.00142387 0.000992873 0.000947484 0.000629655 0.000641517 0.0026208 0.00231464 0.0018511 0.00161501 0.00139165 0.00152811 0.00177176 0.00152996 0.00196822 0.00251877 0.00173071 0.00147642 0.00143287 0.00170326 0.00118166
threshold=-0.012019999999999998 -1.0000000180025095e-35 -0.014494999999999999 0.085305000000000006 0.082870000000000013 -0.0097449999999999985 -0.056919999999999991 0.053180000000000012 0.15799000000000005 0.13968000000000003 -0.050684999999999994 0.13657000000000002 0.085355000000000014 -1.0000000180025095e-35 -0.042499999999999989 -0.053259999999999995 0.081135000000000013 -0.26609999999999995 -0.15714499999999998 0.10801000000000001 0.088495000000000004 -0.011559999999999999 0.10473500000000001 0.10254500000000001 0.09580000000000001 0.014475000000000003 0.096485000000000015 -0.088289999999999993 0.083895000000000011 0.085130000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 7 -4 9 11 -11 12 13 -7 15 18 -16 -18 -15 20 21 22 23 24 -19 -26 27 -23 29 -29
right_child=1 2 3 4 -6 8 -8 -9 -10 10 -12 -13 -14 14 16 -17 17 19 -20 -21 -22 26 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00044565951633818005 -0.00047946825532404629 0.00054665222851326691 -0.00099187515000570179 0.00016020449826707289 -0.00096806006816526268 -0.00044155579603431122 0.0016950196470133961 0.00032733699969661933 -0.00068993725406471648 2.6004718711192255e-05 0.0011015948186923197 -0.00059739432014924078 -0.0005998488251442234 -0.00072710552257679718 0.00088450683866135983 -0.00088314538969665169 -0.0007844366170465946 0.00040958619162362694 1.1668009710774642e-05 0.00067883675433940403 0.00073632902698591348 0.00042417086795187343 0.00095450828487698275 0.00074090178193826541 -0.0010510562893614407 0.00013477924338076264 0.00046858451490650976 -0.00046762435696528592 -0.0010448333022894428 9.5762434490609394e-05
leaf_weight=28 23 20 24 24 21 31 28 31 20 32 20 28 26 30 36 34 25 48 2168 38 30 26 26 37 32 20 31 89 31 64
leaf_count=28 23 20 24 24 21 31 28 31 20 32 20 28 26 30 36 34 25 48 2168 38 30 26 26 37 32 20 31 89 31 64
internal_value=0 4.03442e-06 7.65676e-06 4.12236e-06 -0.000366319 9.66973e-06 0.000407265 -0.000248319 -1.62404e-06 3.11968e-06 0.000439693 -4.84588e-06 1.03341e-06 6.62102e-06 1.16458e-05 -1.18924e-05 0.000110215 5.41292e-05 1.58466e-06 9.85448e-05 4.77358e-05 -3.39738e-06 0.000251242 0.000117776 -0.000112781 -0.000594966 -0.000175623 -0.00027072 -0.000368911 -0.000231959
internal_weight=0 3093 3070 3050 45 3005 83 55 2922 2902 52 2850 2822 2796 2765 2232 533 497 2198 472 434 404 163 137 100 52 241 210 184 153
internal_count=3121 3093 3070 3050 45 3005 83 55 2922 2902 52 2850 2822 2796 2765 2232 533 497 2198 472 434 404 163 137 100 52 241 210 184 153
is_linear=0
shrinkage=0.1


Tree=1687
num_leaves=31
num_cat=0
split_feature=33 45 9 10 3 403 1209 3 1209 3 131 403 132 399 132 0 15 12 12 12 158 52 0 15 16 51 157 157 12 12
split_gain=0.000454531 0.000438786 0.000663806 0.00280614 0.000487809 0.00294567 0.00271632 0.00256559 0.00229224 0.00241811 0.00205822 0.00195764 0.00160081 0.00975832 0.00846328 0.00143215 0.00168185 0.00135614 0.00661819 0.00310708 0.00225016 0.00294424 0.00446951 0.00490252 0.00224347 0.00253186 0.00290324 0.00336202 0.00272467 0.0053216
threshold=-0.012019999999999998 -1.0000000180025095e-35 0.091600000000000015 0.094860000000000014 -0.082234999999999989 -0.53762499999999991 -0.087199999999999986 -0.082094999999999987 -0.067109999999999989 -0.082334999999999978 0.12108000000000001 -0.51385999999999987 -0.083284999999999984 0.091580000000000009 -0.084829999999999989 -0.082084999999999977 0.084370000000000014 0.089210000000000025 0.089795000000000014 0.088930000000000023 0.11817500000000002 0.10347000000000002 -0.085669999999999982 0.087825000000000014 -0.093244999999999981 0.078435000000000019 -0.087319999999999995 -0.086284999999999987 0.08493500000000001 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -6 -3 -7 -8 10 12 -9 14 17 15 16 -10 19 -19 20 21 24 23 -23 -14 26 -26 -28 -29 -30
right_child=1 2 3 -5 5 7 8 11 9 -11 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.00040109353004871606 -0.00043152151325636588 0.0011008680564070044 0.0012428252230165526 -0.00029846398065695181 -0.0010335158428241467 -0.001022439416265115 -0.0010350798664148896 0.00076070790373981281 8.5219748050687798e-05 0.0010176480973605067 0.00088796347931579308 -1.7316466198451159e-05 0.00054326803994412978 -0.0022199974727118389 0.0021751213024669728 0.00069543746518320416 -0.0009436682540012953 0.0014865054053563439 3.2226429201272118e-05 -0.001197544829119579 0.0010054108948679642 -0.0011109906701936522 -0.0016616701718053914 0.001049811676022641 0.00090385452222108142 -0.0010111929072688024 -0.0012597227458963577 0.00025613386617029935 -0.0014113025378559114 -4.280607723779008e-05
leaf_weight=28 23 24 21 27 29 25 20 33 47 25 27 1618 68 20 21 20 24 34 393 24 20 21 28 21 32 27 23 191 34 173
leaf_count=28 23 24 21 27 29 25 20 33 47 25 27 1618 68 20 21 20 24 34 393 24 20 21 28 21 32 27 23 191 34 173
internal_value=0 3.63098e-06 6.89108e-06 0.00037585 1.03072e-06 -3.42801e-05 4.67445e-05 -1.69903e-05 2.71784e-05 4.38674e-05 2.43606e-05 -1.7654e-06 5.26372e-06 -3.11241e-05 0.000365568 -5.20215e-05 -0.000262573 9.07563e-06 0.000148024 -8.05481e-05 -3.85294e-05 -7.23138e-05 -0.000683022 -3.05895e-05 5.6963e-06 -7.04597e-05 -1.43895e-05 -8.41848e-05 -1.62517e-05 -0.000267583
internal_weight=0 3093 3070 48 3022 1705 1317 1676 1293 1273 1248 1651 1221 1109 112 91 71 1089 427 662 638 618 70 42 548 480 453 421 398 207
internal_count=3121 3093 3070 48 3022 1705 1317 1676 1293 1273 1248 1651 1221 1109 112 91 71 1089 427 662 638 618 70 42 548 480 453 421 398 207
is_linear=0
shrinkage=0.1


Tree=1688
num_leaves=31
num_cat=0
split_feature=1204 132 130 12 399 3 1204 393 393 1204 130 130 0 132 16 11 11 11 156 155 155 154 474 1186 1186 42 42 4 4 13
split_gain=0.000461633 0.00245631 0.0122396 0.00877874 0.00409647 0.0018577 0.00126523 0.000806847 0.00110131 0.000801032 0.000906646 0.000961111 0.00145909 0.00111232 0.00132197 0.000861683 0.00132764 0.00196614 0.00243965 0.00186267 0.000820276 0.000834633 0.00153046 0.00067227 0.00115194 0.000818239 0.00162142 0.00446682 0.0029997 0.00261677
threshold=-0.079179999999999987 -0.083284999999999984 0.006490000000000001 0.090545000000000014 0.08832000000000001 -0.087614999999999985 -0.0030749999999999996 0.10585500000000002 0.092175000000000021 0.058775000000000008 0.12680500000000003 0.10923000000000001 -0.081204999999999986 -0.41127499999999995 0.67964000000000013 0.10458500000000001 0.095720000000000013 0.090070000000000025 0.15608500000000003 0.12509500000000004 0.10626500000000001 0.085530000000000009 -0.14697499999999997 0.090275000000000008 0.057025000000000006 -0.095859999999999987 -0.087819999999999981 -0.086849999999999997 -0.084564999999999987 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -3 -2 8 9 10 11 13 -13 -8 15 16 17 18 19 20 21 22 -15 24 25 -24 27 -27 -29 -30
right_child=6 3 -4 -5 -6 -7 7 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=0.00013229830199978441 0.00057449658455040599 -0.00038076701266618332 0.0023523392295464875 -0.0023735170578584076 -0.0015908334885766221 0.00084780039673205466 0.00065765393525138145 0.00050052937549480701 -0.00072592009147185658 -0.00062976513843750583 0.00052643164760383758 -0.0010679691093086843 7.3416172381257641e-05 -0.00086901495466008795 -0.00069579146414374315 0.00055928161018528046 -0.00062872962020760908 0.00081445477068579442 -0.0010483474240490151 0.00077967407452242995 -0.00042332689403944335 0.00065083813649835075 0.00022540138430659205 0.00051509335333041516 -0.00054240152975054158 -0.0015855329998885283 1.5227960665184949e-05 0.0010305572874494829 0.000118904344938193 -0.0012515200429003349
leaf_weight=37 39 32 20 20 22 20 26 32 21 20 33 21 24 20 27 28 33 30 22 31 45 20 168 26 38 24 2162 20 38 22
leaf_count=37 39 32 20 20 22 20 26 32 21 20 33 21 24 20 27 28 33 30 22 31 45 20 168 26 38 24 2162 20 38 22
internal_value=0 -0.000170566 0.000214474 -0.00059304 -0.000510225 9.17589e-05 8.67185e-06 1.14296e-06 -4.36941e-06 8.95552e-07 5.30885e-06 -7.78599e-07 -0.00045923 6.64238e-06 4.96303e-07 7.39024e-06 1.6648e-06 9.46788e-06 3.06425e-07 9.13213e-06 -1.1557e-07 7.38818e-06 2.27738e-06 9.25329e-06 3.93297e-06 1.24624e-05 -3.32474e-06 -0.000389007 -3.00491e-05 -0.000383585
internal_weight=0 151 79 72 59 52 2970 2931 2899 2878 2858 2825 45 2780 2754 2727 2699 2666 2636 2614 2583 2538 2518 2498 2472 2434 2266 104 80 60
internal_count=3121 151 79 72 59 52 2970 2931 2899 2878 2858 2825 45 2780 2754 2727 2699 2666 2636 2614 2583 2538 2518 2498 2472 2434 2266 104 80 60
is_linear=0
shrinkage=0.1


Tree=1689
num_leaves=31
num_cat=0
split_feature=132 15 1213 393 0 16 13 0 4 1185 131 131 402 13 16 16 131 3 2 15 15 479 130 121 402 14 12 15 1204 146
split_gain=0.000523159 0.00178134 0.00203594 0.00233514 0.00130784 0.00201696 0.000994242 0.00163672 0.00103686 0.000992626 0.000540846 0.0012072 0.00218228 0.00151817 0.00333206 0.00131486 0.00119622 0.00222568 0.00151816 0.000870626 0.00295556 0.00130699 0.0010329 0.00166506 0.000906653 0.000942169 0.00324481 0.00124913 0.00111208 0.00103901
threshold=-0.083174999999999985 0.091295000000000015 0.087530000000000011 0.10317000000000003 -0.073309999999999986 -0.046599999999999996 -0.015874999999999997 -0.086834999999999982 -0.085964999999999986 -0.083264999999999992 0.11657500000000001 0.099565000000000015 0.31278000000000006 -0.0069799999999999992 -0.0068949999999999992 -0.25582999999999995 0.11863000000000001 -0.07359499999999998 0.089320000000000024 0.12044500000000001 0.13592500000000005 0.10951000000000001 -0.22461999999999996 -0.081149999999999986 0.13775000000000001 0.078235000000000013 0.087075000000000014 0.082685000000000022 -0.081079999999999985 0.085195000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9 -2 11 12 19 14 15 -13 -12 18 -18 21 -21 22 -11 -24 25 28 27 -27 -25 -30
right_child=9 -3 -4 -5 -6 -7 7 8 -10 10 16 13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.00047667437528788639 0.00069635186304194152 -0.00083818882594641772 0.0009226658585248515 -0.0011052617947412231 -0.00066045419359579693 0.00095537982136496195 0.00087116715731099252 0.00030645380378700797 -0.00071180837108840943 -0.00062843081787622608 0.00080295212058074505 -0.00038509726457829985 0.0010520514496602119 -0.00096191437623929235 -0.0011990666292452565 0.00058795204095076772 0.00097533153754699494 -0.00087824094458483165 -7.6613084563766342e-05 0.0011455106372334834 -2.5391715600909226e-05 -0.00072806336171925073 0.00083404711282734445 0.00075653523672372105 -0.00060208455566316849 0.00065662027449103668 -0.0013646089306513949 -0.00035847894097160962 1.3286773193496906e-06 0.00070790404099084091
leaf_weight=37 21 32 20 22 25 24 22 20 20 26 27 21 20 28 21 41 23 20 34 29 84 25 24 20 25 22 22 27 2318 21
leaf_count=37 21 32 20 22 25 24 22 20 20 26 27 21 20 28 21 41 23 20 34 29 84 25 24 20 25 22 22 27 2318 21
internal_value=0 -0.000147951 -3.17002e-05 -0.000143979 -1.08517e-06 0.000132933 -6.64481e-05 0.000178364 -0.000202677 1.13298e-05 6.33138e-06 -2.06235e-06 1.1406e-05 -0.00032518 -0.000110378 0.000258371 0.000230218 2.93891e-05 0.000347856 3.53122e-06 0.000275105 -8.59837e-06 -1.41808e-06 5.15809e-06 -2.9451e-06 3.21888e-06 -0.0003557 9.72799e-05 1.40214e-05 7.67245e-06
internal_weight=0 222 190 170 148 123 99 62 40 2899 2878 2774 2663 111 83 62 104 77 57 2643 113 2530 2505 2479 2455 2430 71 49 2359 2339
internal_count=3121 222 190 170 148 123 99 62 40 2899 2878 2774 2663 111 83 62 104 77 57 2643 113 2530 2505 2479 2455 2430 71 49 2359 2339
is_linear=0
shrinkage=0.1


Tree=1690
num_leaves=31
num_cat=0
split_feature=394 394 391 130 40 120 33 132 1203 393 1203 3 3 2 2 12 4 9 8 4 12 0 0 1417 1428 157 52 474 155 4
split_gain=0.000498509 0.000844164 0.000768435 0.000541563 0.00105346 0.00151224 0.000835428 0.000520292 0.00173223 0.0010428 0.000839219 0.0012098 0.00214692 0.00157348 0.0030055 0.000735306 0.00263655 0.00201132 0.00456164 0.000938412 0.00135235 0.000723938 0.00069939 0.00109677 0.00121805 0.00122116 0.00108625 0.000848245 0.00202708 0.000976577
threshold=-0.16013499999999997 -0.12099999999999998 -0.084829999999999975 -0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.012019999999999998 -0.083174999999999985 0.089005000000000015 0.098330000000000015 0.085595000000000018 -0.073309999999999986 -0.083924999999999986 0.10252500000000002 0.089320000000000024 0.12757000000000002 -0.011884999999999998 0.091600000000000015 0.097795000000000007 0.62931500000000018 -0.16511999999999996 -0.082974999999999979 0.12500000000000003 -0.061959999999999994 0.092095000000000024 -0.051074999999999988 -0.07167999999999998 -0.26322499999999993 0.12509500000000004 -0.50940999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 8 10 15 11 12 21 14 -13 17 -17 19 -19 20 -9 -8 23 -22 27 -26 -24 -25 29 -29
right_child=1 2 3 4 5 -7 7 9 -10 -11 -12 13 -14 -15 -16 16 -18 18 -20 -21 22 -23 26 24 25 -27 -28 28 -30 -31
leaf_value=-0.00036487663959190752 0.00065194597002118829 -0.00049520214726667729 0.00049956098360284665 -0.00072174676170106984 -0.00055340077484389543 0.00083246790719303232 -0.00033502336449694271 0.00062827248192791427 -0.00092923298256937417 0.00055136012864143895 0.00055383793799029227 -0.00029702485586643556 -0.0012549381542374335 -0.00043857487258859557 0.0013378694098640195 0.00034986343208319426 -0.001236549938330427 0.0017990368437313009 -0.00026594338857609294 -0.00060473603662103415 0.0006275775523304388 0.00039323322430607821 -0.00015420370799457204 -0.00058303681880352085 -7.1115183527581396e-05 -0.0011104712526139339 0.00064548822914863501 -0.00045746086732524036 0.00098065595652553302 2.9508867019076135e-06
leaf_weight=37 20 31 22 20 27 22 39 35 25 36 21 22 21 26 23 22 20 20 23 25 27 21 29 25 26 20 41 47 21 2327
leaf_count=37 20 31 22 20 27 22 39 35 25 36 21 22 21 26 23 22 20 20 23 25 27 21 29 25 26 20 41 47 21 2327
internal_value=0 4.37757e-06 1.5062e-07 5.21357e-06 1.6016e-06 6.43844e-06 3.17638e-07 5.39935e-06 -0.000151154 1.66958e-05 -3.87145e-05 -0.00012058 -0.000384713 0.000180754 0.000538588 9.58802e-06 -0.000405572 1.61284e-05 0.000694513 5.00737e-06 1.08748e-05 -8.01336e-05 2.4437e-06 -6.30963e-06 -1.325e-05 -0.000523009 0.000314187 -3.56037e-06 2.48845e-06 -6.16426e-06
internal_weight=0 3084 3064 3033 3011 2991 2969 2942 198 2744 173 152 81 71 45 2708 42 2666 43 2623 2598 60 2563 2493 2466 46 70 2420 2395 2374
internal_count=3121 3084 3064 3033 3011 2991 2969 2942 198 2744 173 152 81 71 45 2708 42 2666 43 2623 2598 60 2563 2493 2466 46 70 2420 2395 2374
is_linear=0
shrinkage=0.1


Tree=1691
num_leaves=31
num_cat=0
split_feature=33 9 1 472 472 474 1455 483 483 483 42 483 3 484 483 154 473 1428 1446 2 481 1447 2 1447 1446 483 483 1426 481 156
split_gain=0.00050116 0.000832459 0.00199773 0.000483379 0.000570942 0.00209514 0.00100084 0.00103286 0.000728097 0.00185964 0.00272732 0.00161812 0.00121131 0.00145313 0.00100683 0.000972537 0.0016476 0.000816636 0.000783208 0.00338938 0.00500602 0.00249613 0.00183977 0.00218913 0.00151794 0.000897661 0.000674894 0.00108312 0.000829708 0.000916629
threshold=-0.018454999999999996 0.091905000000000014 0.13332000000000002 -0.39904999999999996 -0.082054999999999975 0.10381000000000001 -0.24112999999999998 -0.47356499999999996 0.10761000000000003 0.098395000000000024 0.089015000000000025 0.095250000000000015 -0.072894999999999988 -0.077774999999999983 0.093265000000000015 0.084190000000000001 -1.0000000180025095e-35 0.094820000000000015 0.083715000000000026 0.084055000000000005 -0.086484999999999992 -0.085539999999999991 0.087545000000000026 -0.085024999999999989 0.10428500000000002 0.08956500000000002 0.086230000000000015 -0.061919999999999996 0.0028200000000000005 0.087610000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -6 -8 9 11 -11 14 13 -10 15 16 -9 18 21 20 -20 -18 23 -21 -24 26 27 -23 29 -29
right_child=1 2 -4 4 6 -7 7 8 12 10 -12 -13 -14 -15 -16 -17 17 -19 19 22 -22 25 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00044593502790667117 0.00048135537875904929 -0.0010221537874223522 0.00020595826445733787 0.00011863342757957678 0.00060108579491497955 -0.0011402500297117513 -0.0006271044669959408 -0.00090374846942722811 -2.5984573016024155e-06 2.6796536015657087e-05 0.0014208488220743753 -0.00068275217199698091 0.00017238207577195553 -0.0010753387610228466 0.00067023300811263698 0.00068367936626254099 -0.00080530364379788246 0.00062842089114599823 0.0021239148420863787 -0.0012377536627658024 9.4665128046706812e-05 -0.00071384100759002778 0.00067200831568648897 0.00012750663875561694 -0.0003038886836813098 -0.00062070401618257169 0.00048650118225286235 -2.1783678435944029e-05 0.00046493999483899627 0.00018159128632701582
leaf_weight=25 21 26 27 39 28 20 26 20 23 36 23 34 35 28 23 21 39 21 20 24 31 21 37 23 28 23 29 2083 39 248
leaf_count=25 21 26 27 39 28 20 26 20 23 36 23 34 35 28 23 21 39 21 20 24 31 21 37 23 28 23 29 2083 39 248
internal_value=0 -3.6009e-06 -0.000396512 3.24244e-06 -7.99894e-08 -0.000308107 6.05352e-06 3.76888e-07 5.98518e-06 1.47172e-05 0.000570241 2.8591e-06 -0.00028065 -0.000591554 1.13979e-05 5.80007e-06 5.0019e-07 7.28375e-06 2.35223e-06 0.000214693 0.000890449 -1.15928e-05 -9.3018e-05 -0.000569648 0.000251622 1.07801e-06 6.98751e-06 1.17157e-06 7.50713e-06 -1.46188e-07
internal_weight=0 3096 53 3043 3022 59 2963 2935 2909 2823 59 2764 86 51 2730 2707 2686 2666 2645 163 51 2482 112 47 65 2443 2420 2391 2370 2331
internal_count=3121 3096 53 3043 3022 59 2963 2935 2909 2823 59 2764 86 51 2730 2707 2686 2666 2645 163 51 2482 112 47 65 2443 2420 2391 2370 2331
is_linear=0
shrinkage=0.1


Tree=1692
num_leaves=31
num_cat=0
split_feature=153 473 475 13 0 1454 1420 1429 1425 482 484 447 160 160 151 15 42 151 151 1 0 16 475 1375 151 150 1447 403 130 12
split_gain=0.000429217 0.000923321 0.000475867 0.000895462 0.0022276 0.000893035 0.000858212 0.000801932 0.000616363 0.000634606 0.00108949 0.000572938 0.000850535 0.000887353 0.000590309 0.00161601 0.000993191 0.00135529 0.000859731 0.00203666 0.0011007 0.000894161 0.0033724 0.00324689 0.00261716 0.00254978 0.00191893 0.00483367 0.00145628 0.00291713
threshold=0.086100000000000024 -0.07576999999999999 -0.10664 0.086705000000000018 -0.065229999999999996 0.12106000000000001 1.0000000180025095e-35 0.11475 0.089180000000000009 0.11816500000000001 0.29764000000000007 0.094580000000000011 0.51752500000000012 0.50959500000000013 0.084350000000000008 -0.015744999999999999 0.088670000000000013 0.10365500000000001 0.009020000000000002 0.096255000000000021 -0.26343999999999995 -0.010699999999999999 -0.085684999999999997 -0.15308499999999997 -0.5145249999999999 0.097210000000000005 -0.085684999999999997 -0.41534499999999991 -0.22461999999999996 0.11527000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 9 10 11 12 13 14 18 16 17 -16 20 -20 -4 22 -22 -23 -24 26 -25 -28 -26 -30
right_child=-2 2 5 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 21 23 24 25 28 -27 27 -29 29 -31
leaf_value=0.00068045464577153329 -0.00043039593173212464 0.00010440659908843892 0.00065810830192640426 0.00029089534433469888 -0.001240256595933302 0.00065467101743533508 0.00065313087892718616 -0.00055706589751375411 0.00042405851229833553 0.0004190413971498076 -0.00072699898529598236 -0.00044628607655136752 0.00051309349109942561 -0.00065299180569127206 0.00031267251497844146 0.00083813692367731428 0.00048745540570234881 -0.00075846421101165035 -0.0011599972397865108 0.00020211296965578146 0.001101852988358587 -0.0013515671314962676 -0.0011228494328679518 0.00067252727261098524 -0.00071480768501015312 0.00077319055812300321 -0.0015577821234372729 -8.588597366816131e-05 1.2749929709361386e-05 0.0006961312331707002
leaf_weight=20 23 28 25 21 22 21 20 26 34 35 21 29 32 21 21 31 25 27 21 23 29 20 20 31 26 35 23 745 1601 65
leaf_count=20 23 28 25 21 22 21 20 26 34 35 21 29 32 21 21 31 25 27 21 23 29 20 20 31 26 35 23 745 1601 65
internal_value=0 3.19532e-06 -1.20533e-06 -0.000257091 -0.000487245 4.83653e-06 2.66364e-07 -4.13596e-06 7.53898e-07 -4.19874e-06 -9.3584e-06 -4.07053e-06 4.75468e-07 -5.40613e-06 -4.93088e-07 0.000233233 -2.36442e-05 -0.000289842 -9.61753e-06 -0.000447985 -2.25563e-06 -8.61751e-06 3.24945e-05 -9.24302e-05 1.43804e-05 -6.2235e-05 -9.88307e-05 -0.000129966 2.78228e-05 3.94125e-05
internal_weight=0 3098 3078 71 50 3007 2986 2966 2940 2906 2871 2850 2821 2789 2768 104 73 48 2664 44 2620 2595 1741 854 1712 834 799 768 1692 1666
internal_count=3121 3098 3078 71 50 3007 2986 2966 2940 2906 2871 2850 2821 2789 2768 104 73 48 2664 44 2620 2595 1741 854 1712 834 799 768 1692 1666
is_linear=0
shrinkage=0.1


Tree=1693
num_leaves=31
num_cat=0
split_feature=130 2 11 104 33 43 1371 150 2 43 43 401 1371 1373 1452 31 12 12 12 0 16 12 13 15 4 15 130 160 16 2
split_gain=0.000443025 0.0010314 0.000692272 0.000831755 0.00103302 0.000549076 0.0020705 0.0025447 0.00213468 0.00212242 0.00201388 0.00183857 0.0017934 0.00157109 0.00148539 0.00139289 0.00136889 0.00278624 0.00542138 0.00303579 0.00237256 0.00302854 0.00215864 0.00199543 0.00224796 0.00209789 0.0023407 0.00155223 0.00152732 0.0035456
threshold=-0.23123999999999997 0.31358000000000003 -0.072629999999999986 0.077525000000000011 -0.018454999999999996 -0.082389999999999977 0.083235000000000017 0.10699000000000002 0.08919500000000001 -0.08287499999999999 -0.082144999999999982 0.11769000000000002 0.083235000000000017 1.0000000180025095e-35 0.088360000000000008 -1.0000000180025095e-35 0.093965000000000007 0.090545000000000014 0.089410000000000003 -0.080689999999999984 -0.082779999999999979 0.10097500000000002 0.0015850000000000003 -0.095869999999999983 0.19806500000000002 -0.088749999999999982 0.088310000000000013 -1.0000000180025095e-35 0.18438500000000005 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 9 -9 11 -7 14 13 15 16 -12 17 18 23 -19 -18 -22 -21 24 27 -25 28 -6 29 -27
right_child=1 -3 3 -5 5 10 -8 8 -10 -11 12 -13 -14 -15 -16 -17 20 19 -20 22 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0004372641654259971 0.00058887168532237419 -0.00058674546230273945 0.00068638050844046204 -0.00054390732496228467 0.00013824642356485129 -0.00097901324572210969 0.00098465041276843608 -0.0014644646004308016 -2.090773292972396e-05 0.0010753355899526338 -0.00077679993216103575 0.00097687541357507662 -0.00087711060574899118 0.00062943085879516351 0.00078361579010379509 -1.0631512665674812e-05 -0.00035724565372913193 0.00014470912263214847 0.0012708665883110371 -0.00040587728493846954 0.0013051250208210312 0.00014339587244952174 -0.0018125593671963242 -0.00093759215566987077 -0.00032615922204968232 -6.0365774100314565e-05 -0.00092913424338011323 0.0011973072573328541 -0.00069424461027414643 0.0012003977847052738
leaf_weight=23 20 30 22 28 25 22 24 20 21 21 24 21 24 38 25 2097 42 29 32 20 34 66 24 34 32 207 31 31 29 25
leaf_count=23 20 30 22 28 25 22 24 20 21 21 24 21 24 38 25 2097 42 29 32 20 34 66 24 34 32 207 31 31 29 25
internal_value=0 -3.24633e-06 2.45934e-06 -1.38851e-06 3.64146e-06 -1.36863e-06 6.99936e-05 4.14477e-05 -0.000725082 8.46176e-05 -2.70331e-05 5.51904e-05 -1.74392e-05 -7.88287e-06 2.69755e-05 -1.9301e-05 -1.64173e-06 -7.69157e-05 1.68232e-05 -0.000649622 0.000273479 0.000538384 -0.00117316 -8.01077e-05 0.00034245 -0.000194172 -0.00010761 0.000724512 -1.0034e-05 7.54924e-05
internal_weight=0 3098 3068 3048 3020 2998 793 769 41 728 2205 707 2183 2159 686 2121 661 519 446 73 142 100 44 414 88 326 292 56 261 232
internal_count=3121 3098 3068 3048 3020 2998 793 769 41 728 2205 707 2183 2159 686 2121 661 519 446 73 142 100 44 414 88 326 292 56 261 232
is_linear=0
shrinkage=0.1


Tree=1694
num_leaves=31
num_cat=0
split_feature=33 3 2 4 43 3 49 33 13 159 2 3 160 160 51 3 3 1 16 150 150 2 3 2 1 3 13 14 16 3
split_gain=0.000456346 0.000459706 0.00183906 0.00554583 0.00183833 0.00176158 0.00398997 0.00155792 0.00141981 0.00128854 0.00164353 0.00220666 0.00520179 0.00171896 0.00167887 0.00192383 0.00317705 0.00354695 0.00206037 0.00190682 0.00346011 0.00154614 0.00221209 0.00126643 0.00123396 0.00118237 0.00271249 0.0012578 0.0016871 0.00123251
threshold=-0.012019999999999998 -0.0049599999999999991 -0.0050599999999999994 0.40945500000000007 -0.081374999999999989 -0.0087149999999999988 -1.0000000180025095e-35 0.085305000000000006 -0.16152999999999998 -0.21548999999999999 0.092755000000000018 0.088060000000000013 -0.010514999999999998 0.010565000000000001 -0.20636999999999997 0.11658 0.10732000000000001 0.11353000000000001 0.066275000000000014 0.11235000000000002 1.0000000180025095e-35 0.088745000000000004 0.096675000000000011 0.11215000000000001 0.099660000000000012 -0.017889999999999996 -0.0095349999999999983 0.08104500000000002 -0.53943499999999989 -0.023499999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -4 7 -7 8 -2 -6 11 12 -11 14 -12 16 17 24 19 20 -17 22 -13 -15 -16 27 -27 28 -10 -30
right_child=1 2 4 -5 9 6 -8 -9 25 10 13 21 -14 23 15 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00040189350714042249 -0.00081511291653095269 0.0019598762562964113 -0.00077597701639644124 -0.0001504477471330161 -0.00057460434357475105 0.00032578994243522176 -0.001671701818413567 -0.00082322109753832872 0.00075174018236187602 -0.00029583849093836292 0.0009507791200164883 -0.001066436313114883 0.0016401042038965638 -0.0001237165308945502 2.1917515000127057e-05 0.00019277783460645219 -0.0014526473305886611 -0.0011838231145520695 0.0011586439995361227 0.00086458037840202455 -0.0012093541318212043 0.00062955300101228729 0.00033893979464968049 -0.0011362401103334767 0.00099684404325671504 -5.949290342290294e-05 0.0010873044908018502 -0.00056596198859878294 5.2472891376769949e-06 -0.00065084920798685279
leaf_weight=28 21 20 27 33 29 20 20 23 30 23 21 21 35 30 37 88 20 20 21 26 22 28 24 21 20 55 33 39 2257 29
leaf_count=28 21 20 27 33 29 20 20 23 30 23 21 21 35 30 37 88 20 20 21 26 22 28 24 21 20 55 33 39 2257 29
internal_value=0 3.63823e-06 8.50982e-05 0.000645901 2.71595e-05 -1.46073e-05 -0.000672956 -4.01863e-06 3.62815e-06 7.17782e-05 0.000112796 0.000411956 0.000872403 -7.41866e-06 9.14693e-05 2.0424e-05 -0.000329707 -3.80342e-05 0.000236747 9.43952e-05 -8.76486e-05 4.61216e-05 -0.000316902 -0.000540638 0.000363997 1.0666e-05 0.000370556 -2.78208e-06 6.70152e-06 -3.07589e-06
internal_weight=0 3093 566 53 513 2527 40 2487 2464 486 457 131 58 326 275 254 97 77 157 136 110 73 45 51 57 2443 88 2355 2316 2286
internal_count=3121 3093 566 53 513 2527 40 2487 2464 486 457 131 58 326 275 254 97 77 157 136 110 73 45 51 57 2443 88 2355 2316 2286
is_linear=0
shrinkage=0.1


Tree=1695
num_leaves=31
num_cat=0
split_feature=12 130 147 142 11 33 2 1 1208 1210 132 1211 2 393 13 9 52 159 51 9 3 13 43 12 43 16 12 12 0 159
split_gain=0.000421657 0.00133662 0.000489617 0.00061408 0.00063792 0.00077357 0.000522559 0.00341356 0.00242918 0.00359569 0.00278678 0.0064084 0.00209282 0.00190909 0.00173392 0.00286538 0.00126014 0.00152421 0.00179418 0.00176163 0.00292847 0.00256554 0.00216999 0.0020438 0.00376219 0.00347428 0.00238543 0.00262434 0.00213202 0.00169233
threshold=0.23631000000000002 -0.22562499999999999 0.11204500000000002 -0.057499999999999989 -0.014494999999999999 -0.044254999999999996 0.079055000000000014 0.084525000000000003 0.10233500000000001 -0.063274999999999984 -0.083284999999999984 0.11013500000000002 0.081685000000000021 0.086030000000000009 -0.090639999999999984 0.084755000000000011 0.5140450000000002 -0.41906499999999997 0.088210000000000011 -0.036024999999999995 -0.042499999999999989 0.061215000000000012 -0.09002499999999998 0.088615000000000013 -0.080554999999999974 -0.014754999999999999 0.090345000000000023 0.092995000000000008 -0.074824999999999989 0.078675000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -7 9 -9 -11 13 -8 14 -12 16 17 -16 19 29 21 22 -21 25 -25 -24 -26 -28 -29 -19
right_child=-2 2 -4 4 5 6 12 8 -10 10 11 -13 -14 -15 15 -17 -18 18 -20 20 -22 -23 23 24 26 -27 27 28 -30 -31
leaf_value=0.00073140840564155964 -0.00042658882043526876 0.00055276731494814158 -0.00049592583935009315 -0.00053969487569040882 0.00062060291762463756 -0.0011224940461882699 0.00082280680890107767 -0.0011749868588854693 0.0010263356967784819 0.00082511207571794366 0.00038801835090827597 -0.0014457112902164226 8.3853193805451364e-06 0.00096889727312373004 -0.00083066475111991166 -0.00097335651450391331 0.00065708625642582781 -0.0012149025399703535 0.00079408310330472904 0.00084933596037983631 0.0010426044410705799 -0.00112367040022615 0.00099865641473238743 -0.0012783042092304377 -0.0009037380452634981 -0.000546210513857659 0.00095452943021276349 -0.0010065557619479174 0.00019413252099184319 -1.2332111790866211e-05
leaf_weight=25 23 20 20 22 20 30 32 28 21 37 85 32 2256 20 25 35 25 25 25 27 25 22 37 31 26 24 30 21 50 22
leaf_count=25 23 20 20 22 20 30 32 28 21 37 85 32 2256 20 25 35 25 25 25 27 25 22 37 31 26 24 30 21 50 22
internal_value=0 3.16706e-06 -2.75746e-06 4.73258e-07 -3.16864e-06 7.5151e-07 -3.39327e-06 -7.87999e-05 -3.22757e-05 -6.63721e-05 -1.66265e-05 -6.96833e-05 1.97758e-05 9.65524e-06 -2.62043e-05 -0.000104446 -3.11647e-05 -7.52834e-05 -2.35449e-05 -8.36647e-05 7.50132e-06 -8.90568e-05 3.46961e-06 -0.000100815 -0.000290632 0.00039084 -4.95461e-05 0.000170345 -0.000161001 -0.000651997
internal_weight=0 3098 3073 3053 3033 3011 2991 703 673 652 624 587 2288 555 535 450 415 390 365 340 293 268 246 219 158 61 127 101 71 47
internal_count=3121 3098 3073 3053 3033 3011 2991 703 673 652 624 587 2288 555 535 450 415 390 365 340 293 268 246 219 158 61 127 101 71 47
is_linear=0
shrinkage=0.1


Tree=1696
num_leaves=31
num_cat=0
split_feature=1186 1186 129 3 1186 2 394 3 1213 1186 132 394 393 12 16 3 16 132 3 3 1375 1447 3 1213 1213 4 43 160 49 1455
split_gain=0.000477729 0.00102334 0.000711768 0.000658866 0.00060342 0.00256599 0.000815121 0.00152607 0.00153439 0.00136565 0.000884715 0.00230701 0.00223116 0.000796711 0.00215781 0.002465 0.0024071 0.000990832 0.000633626 0.0105152 0.00371365 0.00323804 0.00250823 0.00209202 0.0066808 0.00242644 0.00234991 0.00202983 0.00191862 0.00242405
threshold=0.10211000000000002 0.090275000000000008 -0.077709999999999987 -0.52915999999999996 0.062435000000000011 0.088055000000000008 -0.0060099999999999989 -0.084724999999999981 -0.08342999999999999 -0.010834999999999999 -0.083449999999999983 0.10969000000000002 0.094880000000000006 0.086305000000000007 -0.071854999999999988 -0.073309999999999986 -0.08231999999999999 -0.26596499999999995 -0.086049999999999988 -0.086424999999999988 -0.15308499999999997 -0.085644999999999985 -0.085709999999999995 0.027540000000000002 0.063455000000000011 -0.081114999999999979 -0.0090299999999999981 -0.53327999999999987 0.11236 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 8 -5 -10 12 18 13 -8 15 16 -15 -16 19 20 -12 -22 -20 -24 -25 -26 -27 -23 29 -29
right_child=-2 -3 3 4 5 -7 10 -9 9 -11 11 -13 -14 14 17 -17 -18 -19 22 -21 21 27 23 24 25 26 -28 28 -30 -31
leaf_value=-0.00043767030088142874 -0.00048716925810367686 0.00068273947214369081 -0.00056848376931156969 0.00074179820809513336 -0.0011929613165557384 0.00035579425014514965 0.0003653509063541048 0.0008567437405872625 0.00020528894512058605 -0.0006574744867975824 -0.0013421867531724276 0.0010857320527429693 -0.00121036943179206 -0.00032965637140230025 0.00064562400051903341 0.00014723743922237693 -0.0018454695094260389 -0.00023187335305423901 -0.00094560728436496495 0.0017532491993430693 -0.00091095269864822242 0.0010573023481161468 -3.7736114864050514e-05 0.0020098622758052357 -0.00087454943991774185 0.00093946066452190282 -0.00010153256278084755 -0.0010398701398766465 0.0007772516865017159 5.4095474376995913e-05
leaf_weight=37 20 22 20 25 20 23 31 32 43 32 20 20 20 22 31 29 20 22 29 36 34 21 1750 21 22 35 57 21 35 571
leaf_count=37 20 22 20 25 20 23 31 32 43 32 20 20 20 22 31 29 20 22 29 36 34 21 1750 21 22 35 57 21 35 571
internal_value=0 3.14201e-06 -1.71384e-06 3.58872e-06 7.37478e-06 -0.000364557 1.27434e-05 0.000255674 6.3332e-05 -0.000162823 1.47999e-06 1.57462e-05 -0.000216345 -8.80835e-05 -0.000201442 -0.000561858 -0.00105147 0.00028138 7.67693e-06 8.63946e-05 9.14921e-07 4.03021e-05 -2.2675e-05 -8.47608e-06 0.000370821 6.88919e-05 0.000294497 9.02136e-05 5.7823e-05 1.52893e-05
internal_weight=0 3101 3079 3042 3022 43 2979 132 100 75 2847 2672 175 155 124 71 42 53 2652 738 702 682 1914 1885 135 114 92 648 627 592
internal_count=3121 3101 3079 3042 3022 43 2979 132 100 75 2847 2672 175 155 124 71 42 53 2652 738 702 682 1914 1885 135 114 92 648 627 592
is_linear=0
shrinkage=0.1


Tree=1697
num_leaves=31
num_cat=0
split_feature=1211 2 401 401 402 1211 133 131 131 1203 131 1213 160 1213 482 482 482 40 130 483 483 1446 480 3 3 403 0 1210 483 13
split_gain=0.000454565 0.00170436 0.00115086 0.00136194 0.00130988 0.00118955 0.000619442 0.000857484 0.000988747 0.000901956 0.000803135 0.00201992 0.00145072 0.00095 0.00083049 0.00131911 0.000956248 0.00135462 0.00339015 0.000891584 0.0016366 0.00144029 0.00075192 0.00285828 0.00205568 0.00181323 0.00472626 0.00330497 0.00161894 0.00107368
threshold=0.11789500000000001 0.094095000000000012 -0.46360499999999999 -0.06959499999999999 -0.43418999999999991 0.11013500000000002 0.42433500000000007 0.13052000000000002 0.11657500000000001 -0.093454999999999996 0.10548500000000001 0.17417500000000002 -0.00067499999999999993 -1.0000000180025095e-35 0.11562500000000002 0.10337000000000002 0.098105000000000012 -0.24452499999999996 -0.22229499999999999 0.10761000000000003 0.10200000000000002 0.088645000000000015 0.086995000000000017 -0.085709999999999995 -0.080409999999999995 -0.53960999999999981 -0.070499999999999993 -0.14310999999999999 0.088865000000000013 -0.076384999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 7 8 9 -6 11 14 -12 -14 15 16 17 -11 -19 20 22 -21 25 -24 -25 26 -20 -27 29 -26
right_child=1 -3 3 4 5 -7 -8 -9 -10 10 12 -13 13 -15 -16 -17 -18 18 19 21 -22 -23 23 24 28 27 -28 -29 -30 -31
leaf_value=-0.00065486640928106177 0.00077579773690861957 -0.00041596458628191619 0.000588041943447957 -0.00064310251964343483 0.00066812617122195665 -0.0007684937631711364 0.00044291276526564616 -0.00057118490266685302 0.00051240777063771693 -0.00079256348776239485 0.00038394636445445942 0.00083293228636993556 -8.3617586933542047e-05 -0.00096761499617939765 0.00044062364947266609 -0.00069565192056221092 0.00065087737960063598 0.001178473449969412 0.0016108374213217758 -0.0010885777988005432 0.0007524961753266066 6.045058047069082e-05 -0.0010242595136306981 0.00064545130556715395 -0.0003532295082030552 -0.0012959282222436742 -0.00030154909597643255 -4.8953532275182592e-06 -0.00095941245284241947 0.00060609352493884222
leaf_weight=27 30 20 39 32 20 20 32 26 38 22 20 29 20 31 41 28 22 24 24 20 28 24 35 35 28 20 28 2314 24 20
leaf_count=27 30 20 39 32 20 20 32 26 38 22 20 29 20 31 41 28 22 24 24 20 28 24 35 35 28 20 28 2314 24 20
internal_value=0 0.000299093 -4.86963e-06 8.95779e-07 -6.72442e-06 1.25259e-07 5.33094e-06 5.37166e-07 5.6718e-06 -1.06812e-06 -5.78574e-06 2.73874e-06 -0.00033788 -0.000620949 -6.05762e-06 -1.28506e-05 -5.68479e-06 -1.11437e-05 -4.59219e-06 -1.55128e-05 -7.82963e-06 -0.000461835 -1.6251e-05 -0.000239808 1.67882e-05 -2.94622e-06 0.000581091 -1.59582e-05 -0.000288812 4.64884e-05
internal_weight=0 50 3071 3044 3005 2973 2953 2921 2895 2857 2837 2766 71 51 2737 2696 2668 2646 2624 2600 2556 44 2528 142 107 2386 52 2334 72 48
internal_count=3121 50 3071 3044 3005 2973 2953 2921 2895 2857 2837 2766 71 51 2737 2696 2668 2646 2624 2600 2556 44 2528 142 107 2386 52 2334 72 48
is_linear=0
shrinkage=0.1


Tree=1698
num_leaves=31
num_cat=0
split_feature=130 121 33 9 16 13 13 13 52 133 133 12 42 474 43 1 52 133 16 484 1371 51 49 4 4 13 12 484 1446 2
split_gain=0.000492618 0.00121103 0.000893243 0.000520715 0.00354558 0.000538679 0.00495135 0.00297978 0.00271897 0.00168936 0.00313731 0.00127574 0.00184173 0.00180071 0.00202346 0.00490527 0.00219263 0.00182444 0.00146111 0.00585367 0.00514671 0.00465191 0.00239574 0.0019624 0.00310703 0.00174029 0.00259709 0.00166615 0.00210109 0.0020962
threshold=-0.22699999999999995 -0.088279999999999983 -0.012019999999999998 0.091600000000000015 -0.42170999999999997 -0.081829999999999986 -0.081224999999999978 -0.082574999999999982 -0.0092699999999999987 0.11524500000000001 0.10722500000000001 0.096645000000000009 0.095565000000000011 0.091180000000000011 0.062770000000000006 0.090475000000000014 0.091275000000000009 0.092845000000000011 -0.008904999999999998 0.085790000000000019 0.083235000000000017 -0.085384999999999989 0.10969000000000002 -0.085594999999999991 -0.081984999999999988 -0.087074999999999986 0.084405000000000022 0.064170000000000019 0.085345000000000018 0.087470000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 7 -7 9 -9 10 11 13 -13 14 17 16 -16 18 20 21 22 -20 23 -4 -25 26 -23 28 -26 -29
right_child=1 2 3 4 -6 6 -8 8 -10 -11 -12 12 -14 -15 15 -17 -18 -19 19 -21 -22 25 -24 24 27 -27 -28 29 -30 -31
leaf_value=-0.00043346307356841864 0.00072656799431728282 -0.00057441676046302611 -0.00066790795513392933 -0.00064721610721211293 0.0010241576648938159 -0.0012668258059420623 -1.2588662165032928e-05 2.0873135681973684e-05 0.0015789668900348869 -0.00077553097765373355 0.0011952740284513035 0.00096179646489238664 -0.00014086573646636681 -0.00058808157807036952 0.00037756899493678221 -0.0013586889215678509 -0.00083666089194593955 -0.00074256513325963178 0.0014121848168239619 -0.0013190474135626575 0.0016874818258326163 0.00010875510224313647 -0.00077386048211565146 0.0011038586934650871 0.00016315414052429437 0.00026984684742414037 -0.0013372933423733745 8.5198268925523743e-05 -0.00058691707859647325 0.0014532652956577728
leaf_weight=26 23 27 26 22 30 32 1918 21 24 26 23 33 28 52 58 35 20 26 24 34 22 27 28 37 337 52 23 24 42 21
leaf_count=26 23 27 26 22 30 32 1918 21 24 26 23 33 28 52 58 35 20 26 24 34 22 27 28 37 337 52 23 24 42 21
internal_value=0 3.64137e-06 -1.77116e-06 3.30648e-06 0.000317038 -2.14425e-06 -3.3171e-05 5.58636e-05 0.000851856 1.99722e-05 4.1251e-05 1.32821e-05 0.000455656 -1.71062e-05 1.8409e-05 -0.000375118 6.6228e-05 7.99146e-05 0.000110595 -0.000154653 0.000189626 0.000159549 0.00012564 0.000177357 0.000225029 -0.000135189 -0.000556427 0.000148339 8.00328e-05 0.00072363
internal_weight=0 3095 3072 3045 52 2993 1950 1043 45 998 972 949 61 888 836 113 78 723 697 160 537 126 515 487 461 102 50 424 379 45
internal_count=3121 3095 3072 3045 52 2993 1950 1043 45 998 972 949 61 888 836 113 78 723 697 160 537 126 515 487 461 102 50 424 379 45
is_linear=0
shrinkage=0.1


Tree=1699
num_leaves=31
num_cat=0
split_feature=1208 16 16 42 42 1371 1374 1375 15 42 12 12 401 133 133 15 51 42 132 133 133 42 52 42 3 42 1447 3 133 160
split_gain=0.000445114 0.00276053 0.00250853 0.000481459 0.00510326 0.00359754 0.00221878 0.00314107 0.00153087 0.00484711 0.00189694 0.0078156 0.00278496 0.00192952 0.00209366 0.00172927 0.00210918 0.00607018 0.00257922 0.00191558 0.00195963 0.00261861 0.00245738 0.00156634 0.00234861 0.00151019 0.0014764 0.00433004 0.00282844 0.00310301
threshold=0.098655000000000007 -0.072359999999999994 -0.079734999999999986 0.083715000000000026 0.083865000000000009 0.081810000000000008 0.088460000000000011 -0.13067499999999996 -0.052074999999999989 0.084695000000000006 0.097575000000000009 0.10124000000000001 -1.0000000180025095e-35 0.26639000000000007 0.11830000000000002 -0.087679999999999994 -0.011165 0.090470000000000009 0.089365000000000014 0.099660000000000012 0.087625000000000022 0.089390000000000011 -0.11592499999999999 0.096035000000000023 -0.049509999999999992 0.10410000000000001 -0.085804999999999979 -0.085709999999999995 0.10397500000000001 -0.54200499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 7 -6 9 -9 12 -12 -10 14 26 16 17 -11 23 20 21 -17 -22 -18 -25 -26 27 -14 29 -28
right_child=1 -3 -4 4 6 -7 -8 8 10 15 11 -13 13 -15 -16 19 18 -19 -20 -21 22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=-1.3328256070927573e-05 -2.2273719229775927e-05 0.00060421863648419576 -0.0015535903916133976 0.0016348233888857069 0.0012905094178859147 -0.0012727380446765735 -0.0007488552739636766 -0.0012940306581697314 -0.00077445102580991508 0.0018700866319704803 0.0022395189629778977 8.0039295268312361e-05 -0.0013285887238744182 0.00085146767401469829 -0.00076282148546507136 -0.0012607219418100614 -0.0002735763201166221 -0.00023376131830445959 0.0010621794554892751 -0.00094063383624805807 0.0012628210824914277 -6.9751327246194705e-05 -0.00030478137894533578 0.00084353933466206263 0.00052170471797580837 -0.00056208014543194119 0.0010566520104475785 0.00059500526615672493 0.0011948353021871299 3.82472694574339e-05
leaf_weight=1638 23 24 20 20 20 23 36 32 38 24 21 83 25 33 29 24 167 32 21 35 20 80 20 38 20 36 32 22 25 460
leaf_count=1638 23 24 20 20 20 23 36 32 38 24 21 83 25 33 29 24 167 32 21 35 20 80 20 38 20 36 32 22 25 460
internal_value=0 -0.000254968 -0.000734514 5.5936e-06 4.89501e-05 -3.07674e-05 2.58493e-05 4.67089e-05 2.78205e-05 -9.96974e-05 0.000118976 0.000516088 5.67777e-05 0.000107236 6.58197e-05 -2.57735e-05 0.000107319 0.000667888 -3.9992e-06 -0.000277088 -0.00011581 -0.000344591 0.00047902 -8.97837e-05 0.000236742 -0.000175014 0.000108427 -0.000428183 0.00015721 0.000104485
internal_weight=0 67 43 3054 1393 1661 1373 1337 1317 549 768 104 664 626 593 517 338 56 282 179 144 104 40 261 94 56 564 47 517 492
internal_count=3121 67 43 3054 1393 1661 1373 1337 1317 549 768 104 664 626 593 517 338 56 282 179 144 104 40 261 94 56 564 47 517 492
is_linear=0
shrinkage=0.1


Tree=1700
num_leaves=31
num_cat=0
split_feature=403 3 2 403 402 1210 12 1213 1213 2 1213 1213 13 1213 15 12 133 130 1211 1211 403 43 52 1212 4 403 4 2 402 1209
split_gain=0.000463282 0.00302335 0.00338494 0.00147808 0.00142884 0.00065603 0.00283433 0.00334873 0.000566481 0.00249146 0.00527256 0.00222157 0.00197542 0.00544904 0.001799 0.00264042 0.00185441 0.00183325 0.00118162 0.00092684 0.000765573 0.00262962 0.00507504 0.00305513 0.00381187 0.00310143 0.00224204 0.00296628 0.00113871 0.00104919
threshold=-0.54448499999999989 -0.086049999999999988 0.089885000000000007 -0.5335399999999999 0.31115000000000004 -0.083289999999999989 0.085565000000000016 -0.087969999999999979 0.0036000000000000003 0.088745000000000004 0.063455000000000011 0.085435000000000025 -0.012549999999999997 0.11146500000000001 0.084655000000000022 0.087625000000000022 -0.012164999999999999 -1.0000000180025095e-35 0.11541000000000001 0.091735000000000011 -0.084339999999999984 0.055925000000000009 0.11639500000000001 0.087505000000000013 -0.086254999999999984 -0.090484999999999996 -0.080364999999999978 0.09358000000000001 -0.031734999999999992 -0.067109999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5 -8 18 10 -10 -11 13 -13 17 -16 -17 -12 19 20 21 22 23 25 -25 26 -7 -28 -22 -30
right_child=3 2 -4 4 -6 8 7 -9 9 11 14 12 -14 -15 15 16 -18 -19 -20 -21 28 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00078952036681585009 0.00077163551421836028 -0.0013427798038658997 0.0003125727819722323 -0.00052213016338646418 -0.00082244581010724831 0.00081511698219018352 -5.3162302771982335e-05 0.0017548755434108898 -0.0019036540639353916 0.0011710612602265818 -0.00043484226279404196 -0.0007237313086807263 -0.00060027373331268468 0.0015826293599924873 -0.0012912628250957754 -0.00065956482230203936 0.00045293227979733099 0.00076760064985137433 0.00072542974300196647 -0.00053802171474202508 -0.00043863643253551625 0.0012817451849696229 -0.0013201661084009254 6.0648627338870887e-06 0.00153928836054333 -0.0010337233194150032 -0.0007608026864389623 0.00066538728401064869 0.00066396826490138969 -6.2843448567852161e-07
leaf_weight=20 25 30 21 25 21 38 21 20 20 21 21 20 31 21 26 29 31 32 23 31 59 20 23 31 34 25 35 25 24 2318
leaf_count=20 25 30 21 25 21 38 21 20 20 21 21 20 31 21 26 29 31 32 23 31 59 20 23 31 34 25 35 25 24 2318
internal_value=0 -0.000252521 -0.000661164 5.87834e-06 -4.5023e-07 5.29608e-06 0.000317089 0.000828807 -1.70811e-06 -0.000145065 -0.00038554 0.000266069 2.11256e-06 0.000457575 -0.000167106 -0.000449527 -8.47747e-05 0.000291161 1.17416e-05 5.5776e-06 1.19802e-05 0.000185856 8.19808e-05 0.00025352 0.000808059 -3.95289e-05 0.000214092 -0.000166557 -4.74845e-06 6.18212e-06
internal_weight=0 71 51 3050 3025 3004 66 41 2938 252 159 93 72 41 139 86 60 53 2686 2663 2632 231 211 188 65 123 98 60 2401 2342
internal_count=3121 71 51 3050 3025 3004 66 41 2938 252 159 93 72 41 139 86 60 53 2686 2663 2632 231 211 188 65 123 98 60 2401 2342
is_linear=0
shrinkage=0.1


Tree=1701
num_leaves=31
num_cat=0
split_feature=1208 16 402 1208 1204 132 130 1201 0 1204 400 1210 1213 1210 1209 2 1210 3 3 403 42 151 51 14 43 2 12 11 12 13
split_gain=0.000422918 0.00241818 0.000626696 0.00330485 0.000437966 0.00320047 0.00970287 0.00774553 0.00301979 0.00101364 0.000597586 0.000585301 0.00325757 0.000874326 0.00152131 0.00218855 0.00123611 0.000581525 0.00314947 0.00116719 0.00169447 0.00121155 0.00160288 0.00214252 0.00233367 0.00292035 0.00280598 0.00243716 0.00214653 0.00287801
threshold=0.10383000000000002 -0.072359999999999994 0.2506000000000001 0.092250000000000013 -0.079179999999999987 -0.083284999999999984 0.006490000000000001 -0.080364999999999978 -0.086074999999999985 -0.0030749999999999996 -0.39724499999999996 -0.083289999999999989 -0.087969999999999979 -0.078184999999999991 -0.077594999999999983 0.085345000000000018 -0.051429999999999997 -0.094299999999999981 -0.096099999999999977 0.084910000000000013 -0.042239999999999993 -0.096264999999999976 -0.013119999999999998 0.081390000000000004 -0.15879999999999997 0.10467500000000002 0.086565000000000017 0.088065000000000018 0.091200000000000017 0.049530000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 8 -7 -1 -6 -11 12 -12 -13 15 -15 -16 18 19 21 -21 -18 -23 24 -24 28 -27 -28 -26 -30
right_child=1 -3 -4 -5 9 7 -8 -9 -10 10 11 13 -14 14 16 -17 17 -19 -20 20 -22 22 23 -25 25 26 27 -29 29 -31
leaf_value=0.00019220996538125393 -0.00079094281154019506 0.00052901707569380171 -0.00044974520414446792 0.0012907853414071725 0.00053698012149349479 0.00036610485553475363 0.0021690931911871303 -0.0017693429915005146 -0.0012746846900604991 -0.0005284765957012063 -0.0004706488645751961 -0.00055501980158234284 0.0011769672826630996 -0.00010181184403509612 -0.00061083545905686078 0.0013598445744719358 -0.00057784101273864504 -1.7221423612821334e-05 0.0011142436354742225 0.00010195196012099241 -0.0010474058839937915 -0.00018368477490143169 -0.00012209857715690206 -0.00070089867083533187 0.00045081482685278531 -0.00098732474099961121 -0.00033258252544328572 0.0012098616803996266 0.00058515214542340902 0.0020592131175082894
leaf_weight=36 35 23 30 20 36 35 20 33 23 21 24 28 24 21 33 20 25 2170 29 29 23 109 74 21 65 20 20 21 27 26
leaf_count=36 35 23 30 20 36 35 20 33 23 21 24 28 24 21 33 20 25 2170 29 29 23 109 74 21 65 20 20 21 27 26
internal_value=0 -0.00026751 5.06549e-06 9.56411e-06 1.05949e-06 -0.000167286 0.000265616 -0.000670215 -0.00037963 9.69407e-06 2.98655e-06 6.95975e-06 0.000353159 9.41071e-07 6.63697e-06 0.000611191 -2.57058e-06 4.9784e-06 0.000103493 3.97717e-05 -0.000406418 9.6639e-05 0.000140665 0.000269695 0.000350258 0.000545534 -1.62467e-05 0.00045745 0.000835946 0.00130828
internal_weight=0 58 3063 3033 3013 147 79 68 59 2866 2830 2809 48 2761 2733 41 2692 2659 489 460 52 408 383 274 253 179 61 41 118 53
internal_count=3121 58 3063 3033 3013 147 79 68 59 2866 2830 2809 48 2761 2733 41 2692 2659 489 460 52 408 383 274 253 179 61 41 118 53
is_linear=0
shrinkage=0.1


Tree=1702
num_leaves=31
num_cat=0
split_feature=403 3 16 403 130 121 33 51 51 402 47 48 48 484 1213 13 13 4 15 3 3 52 2 4 133 49 0 1446 49 3
split_gain=0.000467019 0.00393554 0.00525208 0.001104 0.000458635 0.000975405 0.00076102 0.000478531 0.00179681 0.00170559 0.00127742 0.0015301 0.00136806 0.00146659 0.00154136 0.00143665 0.00290153 0.0015617 0.00174092 0.00140036 0.00382429 0.00219813 0.00135457 0.00111748 0.00109589 0.00071173 0.00260116 0.00151399 0.0013967 0.00126322
threshold=-0.5341999999999999 -0.082484999999999989 -0.078464999999999993 -0.52917499999999984 -0.22699999999999995 -0.088279999999999983 -0.012019999999999998 0.082455000000000014 0.045645000000000005 0.091530000000000014 0.13302500000000003 0.11247500000000001 0.097500000000000017 -0.070054999999999992 -0.069109999999999991 0.10002500000000002 0.0061450000000000003 0.0067750000000000006 -0.09551999999999998 0.090900000000000009 -0.014944999999999998 -0.081934999999999994 0.088665000000000008 -0.078439999999999996 0.084760000000000016 -0.011734999999999997 -0.24955499999999997 0.11655500000000001 -0.0094199999999999978 -0.0043399999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 -7 8 25 10 11 12 13 22 -15 16 17 18 -16 20 21 -20 -9 -23 -25 -8 -27 28 -28 -30
right_child=3 -3 -4 4 5 6 7 9 -10 -11 -12 -13 -14 14 15 -17 -18 -19 19 -21 -22 23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.0015522438062665364 0.00071252007778225971 -0.0010360661702482807 -0.00045915297232568264 -0.00042498992662876847 0.00065382223439645838 -0.00052840150526241856 -0.00012875181306777736 -0.00097143954955517203 -0.00079468098240262222 0.00088636809422706182 -0.00072820648296328732 0.00075395268140709959 -0.00057128145451904001 -0.0006449589267417434 0.0010821716215771934 0.0010387340150330038 -0.00089217387139797213 -0.00047359796188478263 0.0013190949146519417 0.00079758573396051169 -0.00095904474571095006 0.000638939532606552 0.00010250087968112591 -0.00058821033632669309 0.00032139362538819794 0.001077645948237699 0.00075960733368992805 -0.00085755443084053703 -2.2945907574012381e-05 0.00021366172689948104
leaf_weight=21 22 36 34 25 23 27 380 23 29 26 20 32 34 21 30 21 23 24 20 37 27 30 24 26 27 23 25 20 1752 259
leaf_count=21 22 36 34 25 23 27 380 23 29 26 20 32 34 21 30 21 23 24 20 37 27 30 24 26 27 23 25 20 1752 259
internal_value=0 -0.000223214 0.000308835 6.70379e-06 1.54157e-06 5.11626e-06 7.56358e-08 4.94058e-06 -1.2142e-05 0.00010045 5.16813e-05 9.07735e-05 3.29486e-05 9.46417e-05 0.000179716 0.000245068 0.00017676 0.000288007 0.000380791 0.000254795 0.000100308 0.000378002 -0.000423044 0.000151233 -0.000124827 -2.91321e-06 2.00876e-05 8.25693e-06 1.6762e-05 7.52718e-06
internal_weight=0 91 55 3030 3008 2983 2960 2933 2488 445 419 399 367 333 286 265 244 221 197 167 130 103 47 83 53 2459 2079 2056 2036 2011
internal_count=3121 91 55 3030 3008 2983 2960 2933 2488 445 419 399 367 333 286 265 244 221 197 167 130 103 47 83 53 2459 2079 2056 2036 2011
is_linear=0
shrinkage=0.1


Tree=1703
num_leaves=31
num_cat=0
split_feature=33 9 1 34 33 9 43 4 38 12 159 15 45 0 0 16 4 1 2 39 4 13 15 150 48 150 150 3 3 2
split_gain=0.000501583 0.000707646 0.00149267 0.000574833 0.000726667 0.0012456 0.00348283 0.000899325 0.000507832 0.000817721 0.00119561 0.00206618 0.000776898 0.000701551 0.00238675 0.00205436 0.00418097 0.00278743 0.00210722 0.00138367 0.0014976 0.00155147 0.00146103 0.00113708 0.00102833 0.00130193 0.00168307 0.00110615 0.00193208 0.0011571
threshold=-0.018454999999999996 0.091905000000000014 0.13332000000000002 -0.097449999999999981 0.078905000000000017 -0.036024999999999995 -0.081779999999999978 0.62736500000000006 0.10657000000000001 -0.096104999999999982 0.078675000000000009 -0.096999999999999989 0.094030000000000016 -0.14226499999999997 -0.14051499999999997 -0.0019699999999999995 -0.033174999999999989 0.077565000000000009 0.083935000000000023 -0.020804999999999994 0.50500500000000004 -0.073839999999999975 -0.093959999999999988 -0.091839999999999991 -0.072824999999999987 0.097810000000000022 0.084335000000000007 0.11658 -0.0080949999999999998 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5 8 9 10 11 -7 13 15 -15 17 -17 -11 -19 22 23 -22 -16 -21 -20 26 27 28 -26 -30
right_child=1 2 -4 4 -6 7 -8 -9 -10 12 -12 -13 -14 14 19 16 -18 18 24 20 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00044612332619726661 0.00053705491416621953 -0.00090666561960600894 0.00015491084260348646 0.00018545587099100833 0.0004888846725225449 -0.0012814602057915183 -0.0014175656977148839 0.00051448858028058618 0.00041355400367294731 0.0010871211347757313 0.00024697388712824748 9.4766505062580117e-05 -0.00050500236893033924 -0.0010250191553495824 -0.0011601709089951501 -2.4329513664646398e-05 0.001855085650604451 -0.001048173611634411 -0.00046270459748080206 0.00060801507749905193 -0.00016994095414702315 0.00094003663261366251 3.408464195672423e-05 -1.1598814631411554e-05 -0.00013366784793246412 0.00069030601070511639 -0.00073460050177975346 -0.00052603082964196811 0.00018942493867749971 0.0011791484509659413
leaf_weight=25 20 26 27 33 30 24 23 34 29 23 22 20 30 23 21 29 20 20 36 30 20 34 20 2323 52 33 26 20 21 27
leaf_count=25 20 26 27 33 30 24 23 34 29 23 22 20 30 23 21 29 20 20 36 30 20 34 20 2323 52 33 26 20 21 27
internal_value=0 -3.60241e-06 -0.000365863 2.70709e-06 -8.2813e-07 -5.73671e-06 -0.000472928 3.17126e-06 -2.8173e-06 -7.01868e-06 -0.000354944 -0.000655903 1.15905e-06 6.62515e-06 -1.1088e-05 0.000149196 0.000742779 3.64613e-05 -6.63692e-05 -1.56171e-06 8.25045e-06 0.000528934 -0.000577607 -3.69894e-06 2.49614e-05 0.00012304 -5.17826e-06 0.000152863 0.000288642 0.000746144
internal_weight=0 3096 53 3043 3023 2993 56 2937 2903 2874 66 44 2808 2778 2471 307 49 258 235 2448 2407 54 41 2353 215 179 146 120 100 48
internal_count=3121 3096 53 3043 3023 2993 56 2937 2903 2874 66 44 2808 2778 2471 307 49 258 235 2448 2407 54 41 2353 215 179 146 120 100 48
is_linear=0
shrinkage=0.1


Tree=1704
num_leaves=31
num_cat=0
split_feature=394 394 391 1186 1186 1186 1185 129 129 43 0 130 130 133 0 129 129 42 12 1186 3 3 0 133 0 51 0 132 132 15
split_gain=0.00043608 0.000749231 0.00058915 0.000463614 0.00116321 0.000796781 0.00099339 0.000517576 0.00122986 0.0020412 0.00105856 0.000707451 0.000947573 0.00126978 0.00101291 0.000891551 0.00151013 0.00192916 0.00121211 0.00076949 0.000773828 0.00357506 0.00158026 0.00311253 0.00174065 0.00199396 0.00138874 0.0014663 0.00168748 0.000986327
threshold=-0.16013499999999997 -0.12099999999999998 -0.084829999999999975 -0.10142499999999997 -0.087469999999999978 -0.085584999999999981 0.085905000000000009 0.10532000000000001 0.091700000000000018 -0.06984499999999999 -0.074229999999999977 -0.22699999999999995 -0.09163499999999998 -0.007154999999999999 0.22582000000000002 0.086915000000000006 0.083780000000000007 -0.16797499999999996 0.090285000000000018 0.049580000000000006 -0.090569999999999984 -0.088784999999999989 0.10455500000000001 0.086910000000000015 0.047850000000000011 -0.12463499999999998 0.13134000000000004 0.10071500000000001 0.090440000000000006 -0.077219999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 8 11 -10 -9 -7 13 -13 15 16 17 -14 -17 20 26 -22 24 -24 -23 -26 27 28 29 -19
right_child=1 2 3 4 5 6 -8 10 9 -11 -12 12 14 -15 -16 18 -18 19 -20 -21 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0003412654569901123 0.00061416474985890094 -0.00043362238136450615 -0.00042431039852090183 0.0006496430141851306 -0.00057178077089095798 -0.00058292400734942594 0.00050809401041195272 -0.00085217178122894393 -0.00010871590180393083 0.0010213283516819619 0.00014042001408101482 -0.00011727472752681934 -0.00098162444570334636 0.00097220517775934681 -0.00071668384684016925 -3.0830938794679244e-05 0.00064885421351290368 -0.00017853933426191691 -0.0010232206614455208 0.00058011671973635319 -0.001129447292247466 -1.2055139874503231e-05 -0.0014950026730297223 9.2344009899534286e-05 -0.00010331242334690285 0.0011902311811214671 0.00089018641394266688 0.00072937664535857041 -0.00078706396322255994 0.0001733058770359783
leaf_weight=37 20 31 25 28 24 21 39 21 33 31 22 20 20 23 20 32 36 110 20 23 29 1990 21 30 22 26 22 32 24 289
leaf_count=37 20 31 25 28 24 21 39 21 33 31 22 20 20 23 20 32 36 110 20 23 29 1990 21 30 22 26 22 32 24 289
internal_value=0 4.09431e-06 1.12123e-07 4.54528e-06 8.10957e-06 2.08174e-06 6.74098e-06 3.79385e-08 5.19034e-06 0.000438649 -0.000344334 -4.68204e-06 -3.28116e-07 0.00046547 -7.62212e-06 -2.41991e-06 5.5551e-06 -3.22381e-06 -0.000412519 4.2506e-06 -8.53413e-07 -2.67683e-05 -1.14607e-05 -0.000561269 2.29804e-06 0.000597357 0.000114215 7.66958e-05 2.73204e-05 7.63059e-05
internal_weight=0 3084 3064 3033 3008 2980 2956 2917 2874 64 43 2810 2789 43 2746 2726 2674 2638 52 2618 2595 2118 2089 51 2038 48 477 455 423 399
internal_count=3121 3084 3064 3033 3008 2980 2956 2917 2874 64 43 2810 2789 43 2746 2726 2674 2638 52 2618 2595 2118 2089 51 2038 48 477 455 423 399
is_linear=0
shrinkage=0.1


Tree=1705
num_leaves=31
num_cat=0
split_feature=1186 1186 43 2 130 42 394 129 129 129 43 1186 1186 33 0 4 0 51 51 484 159 160 12 12 2 12 3 16 52 13
split_gain=0.00045524 0.000759787 0.000603369 0.0016505 0.000879761 0.00104382 0.000747226 0.000684469 0.00211853 0.00103252 0.00153433 0.000705284 0.00126289 0.000708354 0.00075697 0.00085344 0.00176568 0.00068325 0.00275194 0.00128203 0.00225264 0.00162707 0.00108302 0.00817348 0.00642816 0.00269061 0.00410754 0.00477143 0.00404387 0.00240589
threshold=0.10211000000000002 0.090275000000000008 -0.51144999999999985 0.08839000000000001 -0.22461999999999996 0.15432000000000004 -0.16013499999999997 0.10327000000000001 0.10833500000000001 0.091700000000000018 -0.03898999999999999 0.084100000000000022 0.049580000000000006 -0.018454999999999996 0.18019500000000002 0.62736500000000006 -0.12333499999999999 0.082455000000000014 0.045645000000000005 -0.070054999999999992 -0.092104999999999979 0.11055500000000001 0.090165000000000009 0.089570000000000025 0.086000000000000007 0.091625000000000012 -0.090164999999999981 -0.039889999999999988 0.095415000000000014 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6 9 -9 11 -11 12 13 -8 15 17 -17 18 22 20 -19 -21 23 -15 -25 26 -24 28 -28 -27
right_child=-2 -3 4 -5 5 -7 7 8 -10 10 -12 -13 -14 14 -16 16 -18 19 -20 21 -22 -23 25 24 -26 29 27 -29 -30 -31
leaf_value=-0.00021785324609551869 -0.00047556448320392516 0.00058865044953894212 -0.00058605470784151795 0.00092012921255081896 -0.00050323244843942421 0.00071817796808318238 0.00056138216830070391 -0.0010390140558592974 0.00016626769876373665 -3.5692630917765199e-05 0.00095746239083902257 -0.00044340393247289792 0.00077462209266654803 -1.3301939646546529e-05 -0.00054533409868152093 -0.00022930266513001351 0.0010389595899892889 -0.001120563351055766 -0.0011710590996136447 0.00024201146926518572 0.00012854548237685646 -0.0006877955370873679 0.00044255141867324712 0.00032385907483142639 0.0026211697325509574 0.00031470932423728398 -0.00074999308043688134 0.0002710692717907174 -0.0024385253797568705 -0.00013137439648432079
leaf_weight=26 20 22 26 25 30 20 22 25 35 35 28 36 21 1349 26 21 23 22 21 319 42 20 30 29 21 152 37 24 23 591
leaf_count=26 20 22 26 25 30 20 22 25 35 35 28 36 21 1349 26 21 23 22 21 319 42 20 30 29 21 152 37 24 23 591
internal_value=0 3.06718e-06 -1.11692e-06 0.000339981 -6.86197e-06 -1.84564e-06 -6.67478e-06 -1.62846e-06 -0.000335933 5.30732e-06 0.00040571 -3.60938e-06 2.05929e-06 -3.79345e-06 -8.31486e-06 -3.18912e-06 0.000433653 -1.03612e-05 -3.16031e-05 0.000109658 -0.000300836 0.000187156 -2.09964e-05 3.32324e-05 0.00128873 -0.000109522 -0.000561874 -0.000920597 -0.00139726 -4.01164e-05
internal_weight=0 3101 3079 51 3028 3002 2982 2952 60 2892 63 2829 2793 2772 2750 2724 44 2680 2277 403 64 339 2256 1399 50 857 114 84 60 743
internal_count=3121 3101 3079 51 3028 3002 2982 2952 60 2892 63 2829 2793 2772 2750 2724 44 2680 2277 403 64 339 2256 1399 50 857 114 84 60 743
is_linear=0
shrinkage=0.1


Tree=1706
num_leaves=31
num_cat=0
split_feature=33 120 40 12 15 9 13 0 43 2 1 43 1 42 2 2 13 42 42 2 49 3 16 160 16 43 43 1372 43 42
split_gain=0.000450999 0.000476742 0.00103615 0.000641364 0.00163706 0.00152318 0.00433071 0.00055152 0.000481399 0.00168982 0.00323609 0.00375262 0.00275906 0.00186184 0.00294579 0.00716056 0.00182107 0.00151672 0.00247436 0.00219275 0.00204819 0.00135659 0.00224072 0.00225783 0.00199627 0.00114545 0.00358031 0.0034801 0.00124852 0.00102136
threshold=-0.012019999999999998 0.09852000000000001 -0.24134999999999998 0.12757000000000002 -0.067579999999999987 0.091600000000000015 -0.0021749999999999994 -0.046359999999999991 -0.088704999999999992 0.084305000000000005 0.076935000000000017 -0.095589999999999994 0.10638500000000002 0.088295000000000012 0.10584500000000001 0.090425000000000019 0.061215000000000012 -0.091729999999999992 -0.095284999999999995 0.10912000000000001 0.088930000000000009 -0.086424999999999988 -0.082179999999999989 -0.012164999999999999 0.0013750000000000001 -0.085739999999999997 -0.086304999999999979 -0.077034999999999978 -0.08756499999999999 -0.035074999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 8 -7 -6 9 10 -4 12 16 17 15 -15 -12 18 19 20 -11 22 -19 -24 -23 26 28 -27 -10 -25
right_child=1 -3 3 4 7 6 -8 -9 25 13 11 -13 -14 14 -16 -17 -18 21 -20 -21 -22 24 23 29 -26 27 -28 -29 -30 -31
leaf_value=-0.00039953229227519062 0.00067561590213976487 -0.00046023604915138678 0.0013758204299072667 -0.0010608269833028317 -0.0003152095651741894 -0.0002355528047441372 0.0016911121445446044 0.00041854033941490348 -0.00039219416328705852 8.5873536031263389e-06 5.6235177908092739e-06 0.0013643632322782651 0.00072558742346397296 -0.00047523088700472725 -0.00041875684598926459 0.0020633712788112463 -0.0011453993463267883 -0.0012058922928190443 0.0010636445934020836 0.00067798297655074222 -0.0011082361933101006 0.00054006716175200912 -0.00091576098788981189 -0.00045429380572221072 -0.00062488431321980906 0.001275568648928865 -0.0015495530859334396 -1.7583460753107625e-05 0.00046957847862986145 0.00038342760418281829
leaf_weight=28 23 22 27 20 21 28 20 20 40 52 28 20 24 20 25 25 27 32 24 29 24 38 33 22 24 21 20 2312 29 43
leaf_count=28 23 22 27 20 21 28 20 20 40 52 28 20 24 20 25 25 27 32 24 29 24 38 33 22 24 21 20 2312 29 43
internal_value=0 3.61684e-06 6.93979e-06 1.89401e-06 -0.000319101 8.4493e-06 0.000567224 4.27172e-05 -6.76659e-07 8.69214e-05 0.000405398 0.000140738 -0.000169041 -1.5708e-05 0.000451582 0.000935104 -0.000559424 -0.000117609 0.00014758 -6.18059e-05 -0.000344094 -0.000295783 -0.000479352 -0.000242114 8.91182e-05 -1.93753e-05 -0.000371472 -5.94343e-06 -2.99999e-05 9.98911e-05
internal_weight=0 3093 3071 3048 61 2987 48 41 2939 517 126 99 79 391 70 45 55 321 129 105 76 192 130 98 62 2422 89 2333 69 65
internal_count=3121 3093 3071 3048 61 2987 48 41 2939 517 126 99 79 391 70 45 55 321 129 105 76 192 130 98 62 2422 89 2333 69 65
is_linear=0
shrinkage=0.1


Tree=1707
num_leaves=31
num_cat=0
split_feature=12 130 50 1209 132 130 402 402 133 393 42 133 402 133 128 50 12 133 160 0 15 12 38 131 1203 48 47 42 131 159
split_gain=0.000466121 0.0011544 0.0005425 0.00572619 0.00414019 0.0063994 0.00295112 0.00169438 0.00202323 0.00120752 0.00112346 0.00108799 0.00241889 0.00183161 0.00117558 0.00104459 0.00219196 0.00171775 0.00131092 0.00147625 0.00139535 0.001683 0.000989159 0.00125517 0.00105938 0.000986963 0.00296954 0.00156487 0.000837308 0.00094417
threshold=0.23631000000000002 -0.22562499999999999 0.089465000000000017 -0.094304999999999986 -0.083284999999999984 0.0053350000000000003 0.12317000000000002 -0.46140499999999995 0.26753000000000005 0.11170000000000001 0.11720500000000002 0.51114000000000004 -0.46900499999999995 0.42433500000000007 0.11876500000000001 0.11219500000000002 0.092465000000000006 0.087720000000000006 -0.090764999999999985 -0.089964999999999976 -0.008624999999999999 0.086915000000000006 0.10914000000000001 0.13052000000000002 -1.0000000180025095e-35 0.10697000000000002 0.13302500000000003 0.083425000000000013 0.11684000000000001 -0.45371999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 -6 15 11 -10 13 -13 14 22 16 17 18 -9 -20 -21 -22 23 24 -5 27 -27 -17 29 -26
right_child=-2 2 4 9 5 -7 -8 8 10 -11 -12 12 -14 -15 -16 25 -18 -19 19 20 21 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.00068011266714893286 -0.00044851720082553351 -0.0016659103600042209 0.0012110141408254182 0.00066877831122837963 0.0009517637989483774 -0.001477377794476019 0.0012641849290091723 -0.0005862203257669124 -0.00018848595069290174 -0.00064929821237456062 -0.0011773370852461084 0.0002699162131018686 -0.0010479001568940779 0.00086130124307237568 0.00076440474484115847 -0.00075261271178113441 0.0012101022684614042 0.00082194512554754819 0.00063011343374411101 -0.00083127000245440295 0.00069723339755520491 -0.00037233320847829629 -0.00068876498539577292 -0.00073454312172860077 -0.00058326969821272156 0.0010791268747804377 -0.00057074474992987231 -9.8373515759074241e-06 0.00050894929181595223 1.0104646465837391e-06
leaf_weight=25 23 21 31 24 20 27 21 31 27 29 20 26 30 25 20 39 21 30 41 20 28 31 21 23 28 24 20 104 32 2259
leaf_count=25 23 21 31 24 20 27 21 31 27 29 20 26 30 25 20 39 21 30 41 20 28 31 21 23 28 24 20 104 32 2259
internal_value=0 3.32986e-06 -2.17602e-06 -2.14668e-05 8.9338e-05 2.0346e-05 0.000105123 5.1745e-05 1.04597e-05 -7.74677e-06 -0.000609274 -2.68878e-07 -0.000436057 9.76571e-06 9.21347e-07 8.53375e-05 0.000243006 0.000130801 -6.51241e-06 0.000143245 -0.000109433 0.000135258 -5.47566e-06 5.89033e-07 7.80544e-06 -8.49777e-05 0.000329185 -0.000212412 9.64841e-07 -6.14294e-06
internal_weight=0 3098 3073 2538 535 504 477 456 436 2517 47 2488 56 2432 2407 389 202 181 151 120 79 59 2387 2366 2343 187 44 143 2319 2287
internal_count=3121 3098 3073 2538 535 504 477 456 436 2517 47 2488 56 2432 2407 389 202 181 151 120 79 59 2387 2366 2343 187 44 143 2319 2287
is_linear=0
shrinkage=0.1


Tree=1708
num_leaves=31
num_cat=0
split_feature=160 160 484 158 484 482 482 42 42 160 42 2 42 151 160 484 13 16 12 2 12 1428 157 160 1372 457 3 3 52 52
split_gain=0.00046034 0.00123606 0.00113788 0.0013379 0.00560114 0.00226421 0.00244321 0.00297152 0.00217591 0.00338917 0.00455124 0.00341907 0.00304674 0.00198251 0.0021436 0.00152417 0.00214932 0.00133527 0.0015351 0.000902763 0.000891407 0.000747013 0.00172278 0.00114097 0.00334314 0.00108746 0.000836235 0.00706523 0.00231019 0.00784352
threshold=-0.089549999999999991 -0.087694999999999981 -0.084519999999999984 0.10722000000000002 0.094965000000000008 0.098105000000000012 0.089745000000000005 0.10571500000000002 0.088295000000000012 -0.54200499999999985 0.090240000000000015 0.092875000000000013 0.087075000000000014 -0.0093999999999999986 -0.24213499999999996 0.064170000000000019 -0.026374999999999999 -0.082179999999999989 0.087830000000000005 0.090425000000000019 0.083935000000000023 -0.071779999999999997 0.63334000000000013 -0.085764999999999994 -0.065504999999999994 -0.22896499999999997 -0.081054999999999974 -0.080884999999999985 0.10611000000000001 0.098380000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 7 8 12 -10 -11 -12 13 20 17 -16 -17 19 -19 -15 -4 -3 23 -23 -25 -26 28 -28 29 -27
right_child=1 21 3 4 -6 -7 -8 -9 9 10 11 -13 -14 14 15 16 -18 18 -20 -21 -22 22 -24 24 25 26 27 -29 -30 -31
leaf_value=0.00071940974588263393 -0.00062490700793480783 -0.00058923194460062814 -6.1173791653432307e-05 -0.0016847079326180394 0.00068196524400264023 0.0010914690185348842 -0.0010278510209172965 0.0012926499580498787 0.00045288329558005854 -0.0019991584349190817 0.00043870757963304641 -0.001122090212040348 0.0010853376585360178 3.8545107864510188e-05 0.00010927449591690674 0.0017852241859873175 0.000319167697125522 -0.00026093258254279917 0.00077713910442102569 -0.00081747024846013771 -0.00096231050733679331 0.00062300640545020418 0.00085755132768890294 -0.0011469515528565704 0.00070946523503932573 4.1265698502266985e-05 -0.001769652089084654 -3.7269613590943732e-05 -0.00050739166482587832 0.0018322680052369833
leaf_weight=27 33 22 21 20 20 22 20 20 38 20 32 25 34 22 30 20 20 28 29 28 23 28 23 26 21 1116 24 1233 71 25
leaf_count=27 33 22 21 20 20 22 20 20 38 20 32 25 34 22 30 20 20 28 29 28 23 28 23 26 21 1116 24 1233 71 25
internal_value=0 -1.67543e-05 8.80357e-05 5.19189e-05 -0.000501371 0.00010315 5.01177e-05 0.000105398 4.12224e-05 -0.000319889 -0.000701257 -0.000245853 0.000204077 6.84979e-05 0.000217829 0.000648087 0.0010522 -6.36472e-05 0.000267209 -0.000440823 -0.000532223 -9.00266e-06 -4.02991e-06 -1.18194e-05 -1.88842e-05 -7.10518e-06 -1.31999e-05 -7.03461e-05 4.6068e-05 8.05076e-05
internal_weight=0 2622 499 472 40 432 410 390 370 115 77 57 255 221 177 70 40 107 57 50 44 2589 2567 2544 2516 2490 2469 1257 1212 1141
internal_count=3121 2622 499 472 40 432 410 390 370 115 77 57 255 221 177 70 40 107 57 50 44 2589 2567 2544 2516 2490 2469 1257 1212 1141
is_linear=0
shrinkage=0.1


Tree=1709
num_leaves=31
num_cat=0
split_feature=46 44 1428 12 130 12 0 46 1456 1456 2 0 4 13 12 43 1456 1455 1452 50 1209 1209 1447 403 1446 403 402 133 0 403
split_gain=0.000456624 0.000688263 0.000630855 0.000520746 0.000834533 0.000597807 0.00187058 0.00138011 0.00050511 0.00161951 0.0011726 0.00210271 0.00227008 0.00196696 0.00183367 0.00165463 0.00144838 0.00103736 0.00132173 0.000862727 0.00466262 0.00225231 0.00170144 0.00592763 0.00325912 0.0016036 0.00130298 0.00128084 0.00131172 0.00107759
threshold=0.096120000000000011 0.082070000000000018 -0.070379999999999984 0.23631000000000002 -0.22562499999999999 0.12757000000000002 -0.04917499999999999 -0.043074999999999995 -0.077944999999999987 -0.066614999999999994 0.09142500000000002 -0.084384999999999988 -0.067104999999999984 -0.085384999999999975 0.085110000000000005 -0.077604999999999993 -0.23261499999999999 0.10701500000000001 0.083330000000000015 0.089465000000000017 -0.094304999999999986 -0.025744999999999997 -0.085684999999999997 -0.55276999999999987 0.08393500000000001 -0.5425549999999999 -0.46140499999999995 0.12599500000000005 -0.072269999999999987 0.022375000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 -6 10 -10 11 13 -13 14 -9 -15 -12 18 19 20 -11 -21 24 -24 -22 -25 -23 29 -29 -28
right_child=-2 -3 3 -5 5 6 -8 8 9 17 16 12 -14 15 -16 -17 -18 -19 -20 21 22 26 23 25 -26 -27 27 28 -30 -31
leaf_value=0.00043470326707006972 0.00035916696601946441 -0.0005746118128410585 0.00057392566255293795 -0.00050114009562613707 0.00082816398702561861 0.000225289996524225 -0.00086464853293070898 0.00082075385959653525 -0.00087125191930681467 -0.0015526923997094856 0.00032520704250782727 0.0014724335919779081 5.5343386484310039e-05 0.00012788001539385213 -0.00036219935005647134 -0.0011430381156242221 -0.00069781476434605623 0.00067410480670249942 -0.00068682545458833731 0.0011598789133131504 0.0013602944239974022 0.00085835099627729517 -0.0017039009791222357 0.00085398368093939048 -0.0002891472662272661 -2.4214474861623973e-05 0.00016830081771573293 0.00011595727661518721 -0.00093320770314536412 -0.00039204071583345731
leaf_weight=33 35 21 25 21 20 32 31 38 22 20 25 26 20 21 20 20 31 22 29 20 25 20 21 21 23 2106 286 22 26 39
leaf_count=33 35 21 25 21 20 32 31 38 22 20 25 26 20 21 20 20 31 22 29 20 25 20 21 21 23 2106 286 22 26 39
internal_value=0 -4.07351e-06 -1.64435e-07 -4.89749e-06 -1.43649e-06 -6.25365e-06 -0.000311029 3.15232e-07 -5.38817e-06 -1.67651e-05 0.000147549 0.000297652 0.000856307 3.80745e-05 0.000412839 -0.00049208 -0.000241109 -9.75065e-06 -1.54109e-05 -8.00461e-06 -3.2735e-05 0.000124689 -1.88921e-05 -3.20503e-05 0.000569937 -1.5544e-05 7.2008e-05 2.98448e-05 -0.00045234 0.00010106
internal_weight=0 3086 3065 3032 3011 2986 63 2923 2903 2702 201 145 46 99 58 41 56 2680 2658 2629 2216 413 2196 2148 48 2127 393 373 48 325
internal_count=3121 3086 3065 3032 3011 2986 63 2923 2903 2702 201 145 46 99 58 41 56 2680 2658 2629 2216 413 2196 2148 48 2127 393 373 48 325
is_linear=0
shrinkage=0.1


Tree=1710
num_leaves=31
num_cat=0
split_feature=130 10 10 0 43 0 43 43 0 0 0 0 2 2 3 2 42 2 2 1 16 1 10 39 13 13 1 1 1 3
split_gain=0.000540353 0.000973953 0.00110398 0.000997043 0.000512547 0.00313979 0.00206881 0.00221829 0.00188965 0.00222138 0.00222694 0.0015206 0.00122494 0.00219381 0.00224515 0.00217047 0.0016881 0.00120415 0.00108542 0.00108534 0.0022475 0.00195068 0.00129596 0.00117818 0.00132974 0.00122443 0.00142813 0.00311212 0.0030815 0.00264771
threshold=-0.23647499999999996 -0.38124499999999995 -0.090429999999999996 -0.067624999999999977 0.060960000000000007 -0.13843999999999998 0.055925000000000009 0.05259500000000001 -0.10151999999999999 -0.09595999999999999 -0.086234999999999992 -0.08317999999999999 0.097385000000000013 0.11548000000000001 -0.066704999999999987 0.092365000000000017 0.082810000000000009 0.087675000000000017 0.085955000000000018 0.13968000000000003 -0.073404999999999984 0.13686500000000004 0.11485500000000001 0.10940500000000002 -0.43167499999999998 -0.097224999999999992 0.10337500000000001 0.10205500000000002 0.10439500000000002 0.10542000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 7 19 -7 -10 17 -12 15 14 -14 18 -15 -11 -13 21 -21 22 23 24 -4 -26 27 29 -28 -27
right_child=1 2 4 -5 5 8 -8 -9 9 10 11 12 13 16 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.0005181168820126914 6.2496112431766789e-06 -0.00055364937126998689 -0.00079131031941090304 0.0009928115022194105 -0.0011888161133974792 0.00054703951297727018 0.00087386856134149388 -0.0010394123982405291 -0.000896772322382524 4.7616180866801489e-05 -0.00094792880356842297 -0.00030844671709928662 0.0012117254925121008 -0.00085359521819135329 -0.00012794219179671599 -0.0011480334083898926 0.00033661037133159963 0.0010747811077162623 0.00051657106909576975 0.00097160884806986108 -0.00016995663126020673 -0.00082291482145332604 0.00076359143460412394 0.00056955525525719734 0.00030765120567692551 2.2293343088514214e-05 -0.0011575522854885398 0.00097470877363401299 -0.00010233554432784268 -0.0010812438021689146
leaf_weight=20 21 36 21 20 25 49 28 20 33 21 22 52 29 26 22 24 22 25 23 35 34 28 23 37 129 1853 30 34 357 22
leaf_count=20 21 36 21 20 25 49 28 20 33 21 22 52 29 26 22 24 22 25 23 35 34 28 23 37 129 1853 30 34 357 22
internal_value=0 3.34162e-06 -3.14546e-06 0.000487499 3.40816e-06 -0.000106347 1.88509e-05 9.72379e-06 -2.85838e-05 -0.000122917 -2.6912e-05 -0.000159218 -7.1584e-05 0.000177144 0.00063383 -0.000320312 -0.000308084 0.000605858 -5.54413e-05 1.77848e-05 0.000409098 7.12942e-06 1.64037e-05 9.48247e-06 1.0104e-06 7.87173e-06 -8.97128e-06 2.65387e-05 -0.000184135 9.34517e-06
internal_weight=0 3101 3060 41 3024 373 2651 2623 348 299 266 220 198 99 51 99 48 46 75 2603 69 2534 2506 2483 2446 2425 2296 1909 387 1875
internal_count=3121 3101 3060 41 3024 373 2651 2623 348 299 266 220 198 99 51 99 48 46 75 2603 69 2534 2506 2483 2446 2425 2296 1909 387 1875
is_linear=0
shrinkage=0.1


Tree=1711
num_leaves=31
num_cat=0
split_feature=1210 130 40 374 39 128 38 39 39 39 39 123 2 9 1 14 1 12 1 47 45 43 150 43 43 456 1371 42 42 12
split_gain=0.00047449 0.000438527 0.00139719 0.00050203 0.000660521 0.00112875 0.000845955 0.00055886 0.00103932 0.000998804 0.000750386 0.00118042 0.000678185 0.00142211 0.00112361 0.000751449 0.00147828 0.00104229 0.00100853 0.000790179 0.000718562 0.000629294 0.00178286 0.00169898 0.00329502 0.00222089 0.00221891 0.001353 0.00206775 0.00295263
threshold=-0.42132499999999995 -0.22461999999999996 -0.23755499999999996 0.092550000000000007 -0.020804999999999994 0.11976500000000002 0.10914000000000001 0.11536 0.10940500000000002 0.10484500000000001 0.096775000000000014 0.090135000000000007 -0.15339499999999998 0.091600000000000015 0.12000500000000001 -0.36617499999999997 0.14699000000000004 -0.095379999999999979 0.11785500000000002 0.13760500000000001 0.094030000000000016 -0.088704999999999992 0.10375000000000002 -0.085739999999999997 -0.085474999999999982 0.03981500000000001 0.083235000000000017 0.088465000000000002 0.090395000000000017 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 8 9 10 11 12 14 15 -6 18 17 -17 -14 20 21 22 27 25 -25 -23 -26 -19 -29 -30
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 16 -18 19 -20 -21 -22 23 -24 24 26 -27 -28 28 29 -31
leaf_value=0.00043390740035101778 -0.00037177425892878093 0.00083342876518145204 -0.00042859458164359139 0.00046029825335489998 -5.0838512834161525e-06 0.00055309286702443687 -0.0006280471210960638 -0.00042795507883232445 0.00065423509286119961 -0.00067778544851700487 0.00044601484425240068 -0.00052116680440535265 -8.2011997680334992e-05 0.00080866809638047762 -0.00094467763265129181 0.00054317975545667917 -0.00080408495003053834 -2.7144406656293013e-05 0.00081694340982581845 0.00061991109221708033 -0.00056752863102187601 -0.0001794169141512905 0.00094092644891740447 0.0012354247039183975 -1.2643518024437474e-05 -0.0013912978005828336 -0.0010225053008815104 0.0011621931829722599 -0.00085999645249103208 0.00078517117205289351
leaf_weight=25 32 20 37 23 35 36 22 31 24 22 37 44 24 22 20 35 23 344 26 20 23 62 24 21 1977 20 22 26 20 24
leaf_count=25 32 20 37 23 35 36 22 31 24 22 37 44 24 22 20 35 23 344 26 20 23 62 24 21 1977 20 22 26 20 24
internal_value=0 -3.50378e-06 3.4239e-07 -5.13124e-06 -8.67473e-06 -3.46795e-06 -1.02645e-05 -5.6195e-06 -1.09708e-06 -6.5753e-06 -1.39221e-06 -7.27915e-06 8.89586e-07 7.93729e-06 -0.000346754 1.39099e-06 -5.88e-06 1.1325e-06 0.000385445 -6.21232e-06 -1.10982e-05 -6.05964e-06 0.000102981 -2.87808e-05 -1.0667e-05 -0.000474998 -2.37576e-05 5.44047e-05 0.00045516 3.73677e-05
internal_weight=0 3096 3064 3044 3021 2984 2948 2926 2895 2871 2849 2812 2768 2713 55 2691 2641 2618 50 2583 2563 2540 438 2102 2020 82 1999 414 70 44
internal_count=3121 3096 3064 3044 3021 2984 2948 2926 2895 2871 2849 2812 2768 2713 55 2691 2641 2618 50 2583 2563 2540 438 2102 2020 82 1999 414 70 44
is_linear=0
shrinkage=0.1


Tree=1712
num_leaves=31
num_cat=0
split_feature=33 46 44 12 130 12 15 9 2 1428 402 402 1212 1211 1212 401 401 1208 1209 16 16 16 43 3 42 42 4 403 42 4
split_gain=0.000477368 0.000454307 0.000562952 0.000534696 0.000850336 0.00059654 0.00179584 0.00135288 0.00360889 0.000526811 0.000480435 0.00065581 0.000714222 0.0013074 0.00101433 0.000635179 0.00155342 0.000788806 0.00144673 0.000781148 0.00322703 0.00241479 0.00169325 0.00149727 0.00143336 0.00717125 0.00347272 0.00758801 0.00230728 0.0021715
threshold=-0.012019999999999998 0.096120000000000011 0.082070000000000018 0.23631000000000002 -0.22562499999999999 0.12757000000000002 -0.068899999999999975 0.091600000000000015 -0.18970999999999996 -0.070379999999999984 0.31278000000000006 0.13775000000000001 0.13795000000000002 0.11986000000000001 0.11930500000000001 -0.46360499999999999 -0.13200999999999999 0.11846000000000001 0.11386000000000002 -0.073404999999999984 -0.071854999999999988 -0.076354999999999992 -0.34140499999999996 -0.11171999999999999 0.082250000000000004 1.0000000180025095e-35 -0.081839999999999982 -0.0091899999999999985 0.084050000000000014 -0.081224999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 9 -9 -6 11 12 13 14 15 -11 -17 18 19 21 -21 22 23 -18 25 -24 27 -26 -28 -30
right_child=1 -3 -4 -5 5 6 -8 8 -10 10 -12 -13 -14 -15 -16 16 17 -19 -20 20 -22 -23 24 -25 26 -27 28 -29 29 -31
leaf_value=-0.00041104612298243281 0.00058747827820479883 0.00036195708072877359 -0.00051635539635927193 -0.00049965985300938584 0.00039686453343496073 -0.0010576769365884719 7.4905559315430724e-05 -0.00019791530337118148 0.0015608714625705035 -0.0005414418141960844 0.00048340153123717757 -0.00044498702843210431 0.00056439422055105254 -0.00070010335033724987 0.0006754577360962603 0.00073903959460689555 9.6610404900275172e-05 0.00060076972336641377 -0.00082208837530660373 -0.0012328515795714972 -3.8654749364078662e-05 0.00080572373571623939 -3.4345342614541491e-05 0.0012419912437464866 -0.00012905683620677641 -0.0019124983455098812 0.001058724490437834 0.0023160268303895879 -0.00093877596179178606 4.3286830351552367e-05
leaf_weight=28 25 35 21 21 33 21 42 28 20 22 20 34 22 27 22 28 25 21 22 23 1400 41 637 21 30 21 21 22 24 364
leaf_count=28 25 35 21 21 33 21 42 28 20 22 20 34 22 27 22 28 25 21 22 23 1400 41 637 21 30 21 21 22 24 364
internal_value=0 3.72107e-06 -3.79082e-07 3.18875e-06 6.69002e-06 1.83555e-06 -0.000302622 8.38638e-06 0.000534913 -3.89059e-07 -4.99368e-06 -8.4489e-06 -3.1348e-06 -7.64062e-06 -8.27031e-07 -6.29296e-06 -1.93249e-06 -9.69717e-06 -1.4533e-05 -7.77522e-06 -5.79566e-05 5.14355e-05 2.48897e-05 0.000619502 4.46322e-07 -9.42864e-05 0.000135661 0.000905402 3.77971e-05 -1.74593e-05
internal_weight=0 3093 3058 3037 3016 2991 63 2928 48 2880 2847 2827 2793 2771 2744 2722 2700 2672 2651 2629 1423 1206 1165 46 1119 658 461 52 409 388
internal_count=3121 3093 3058 3037 3016 2991 63 2928 48 2880 2847 2827 2793 2771 2744 2722 2700 2672 2651 2629 1423 1206 1165 46 1119 658 461 52 409 388
is_linear=0
shrinkage=0.1


Tree=1713
num_leaves=31
num_cat=0
split_feature=9 130 42 1205 12 132 12 16 12 133 42 2 4 42 2 42 131 1208 403 15 1209 16 403 131 131 129 402 402 1210 1212
split_gain=0.000503201 0.000512447 0.00109548 0.000677998 0.000465773 0.00185942 0.00130705 0.00196587 0.00179948 0.00174 0.00166446 0.00140632 0.00116199 0.000932155 0.0028548 0.00149258 0.000747013 0.000743103 0.00167835 0.00267306 0.000708429 0.00549839 0.00080059 0.000702578 0.00106258 0.000690143 0.000680667 0.000983685 0.000970868 0.00309982
threshold=0.10860500000000002 -0.22699999999999995 0.15432000000000004 0.09993500000000001 0.10866500000000003 -0.26631499999999991 0.11586 -0.082179999999999989 0.12477500000000001 0.095530000000000018 -0.018024999999999996 0.10252500000000002 0.010840000000000001 0.11839500000000001 0.09358000000000001 0.11720500000000002 0.13602500000000003 0.099975000000000008 -0.5341999999999999 0.087685000000000013 -0.077874999999999986 -0.082779999999999979 -0.45015499999999992 0.11863000000000001 0.11573500000000002 0.11266500000000002 -0.16927999999999996 -0.09849999999999999 -0.064344999999999999 0.086920000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -6 11 12 -9 -8 -10 15 -15 16 17 18 19 -7 21 -20 -22 24 25 26 -24 -28 29 -29
right_child=-2 2 -4 -5 6 13 8 10 9 -11 -12 -13 -14 14 -16 -17 -18 -19 20 -21 22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0004474556162022054 -0.00046601584079958823 -0.00096539603167911992 0.00069468254338932211 -0.00057838059947243889 -0.00019463166489355987 7.6246665600963209e-05 4.9049450608436019e-05 0.00021231978176869095 0.0011782306459887574 -0.00038706724299117926 0.0013054776762995365 -0.0010863474647824964 0.00011318245553411545 -0.00027607236045172834 0.0010495284022908891 -0.00082699022816748111 0.00050483305334449245 0.00052660349207983993 -0.0003884901580596833 -0.0014086949447201652 -0.00058257168614848822 0.0015980176804739378 0.00044436071755516235 -0.00045380387628028989 0.00072982847923412923 0.00058306013510446065 -0.00071129695192212244 0.00099762322497554123 -1.9287772217174408e-05 -0.00021131677676748952
leaf_weight=25 23 20 23 20 31 27 20 26 21 26 30 24 20 33 32 22 29 26 38 22 24 22 33 34 20 20 20 38 2324 48
leaf_count=25 23 20 23 20 31 27 20 26 21 26 30 24 20 33 32 22 29 26 38 22 24 22 33 34 20 20 20 38 2324 48
internal_value=0 3.45976e-06 7.12812e-06 1.94329e-06 5.77381e-06 -4.59316e-06 0.000154053 0.000444265 -7.34109e-05 0.000252877 0.00079794 -0.000570258 0.000658695 2.24043e-06 0.000376531 -6.6161e-06 7.10561e-09 -5.42314e-06 -1.06039e-05 -0.000590462 2.36605e-07 0.000339896 -7.72105e-06 -2.28297e-06 3.85035e-06 -1.99724e-06 -6.74801e-06 -1.28742e-05 -7.07814e-06 0.000322866
internal_weight=0 3098 3073 3050 3030 2832 198 87 111 67 56 44 41 2812 65 2747 2725 2696 2670 49 2621 60 2561 2537 2503 2483 2463 2430 2410 86
internal_count=3121 3098 3073 3050 3030 2832 198 87 111 67 56 44 41 2812 65 2747 2725 2696 2670 49 2621 60 2561 2537 2503 2483 2463 2430 2410 86
is_linear=0
shrinkage=0.1


Tree=1714
num_leaves=31
num_cat=0
split_feature=9 130 42 1205 403 4 402 1208 16 16 13 16 1 2 3 13 0 484 16 42 16 160 0 15 2 43 4 42 4 1213
split_gain=0.000407593 0.000415082 0.000887339 0.000549178 0.000422896 0.00370046 0.00392816 0.00191527 0.000457998 0.00182092 0.0112121 0.00169521 0.00239671 0.00849662 0.00330441 0.00170979 0.00161192 0.00159581 0.00313316 0.0055474 0.00335799 0.00202616 0.00164951 0.00155312 0.00149212 0.00137013 0.00168135 0.00166131 0.00339517 0.00515369
threshold=0.10860500000000002 -0.22699999999999995 0.15432000000000004 0.09993500000000001 -0.53960999999999981 -0.081839999999999982 -0.10909999999999999 0.098655000000000007 -0.066924999999999985 -0.070454999999999976 -0.069964999999999986 -0.039889999999999988 0.093400000000000025 0.084550000000000014 -0.03694999999999999 -0.079969999999999986 -0.23091999999999999 -0.081614999999999979 -0.073404999999999984 0.085730000000000015 -0.074319999999999983 0.10493500000000001 -0.092759999999999995 0.11171000000000002 0.10045500000000002 -0.34140499999999996 -0.093124999999999986 0.082250000000000004 -0.081714999999999996 -0.0057349999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 9 17 -11 12 13 -10 -14 -15 -13 22 20 -20 21 23 -6 25 -17 26 -19 -27 29 -29
right_child=-2 2 -4 -5 7 6 -8 -9 11 10 -12 16 14 15 -16 24 -18 18 19 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.00040271001402288672 -0.00041941424234486798 -0.00053384515897570448 0.0006252142734845858 -0.00052054254407266857 1.8632130000884807e-05 -0.00019110437307972463 0.0017064754443708809 -0.00070627351414809952 -0.0024690667085815222 -0.0008603038393299689 0.0024111623782664539 0.00087470618628209375 -0.00046365088117974145 0.0005174491525394842 0.0012193079371354545 -0.00087128383472898161 -8.3619109388229171e-06 -7.3801767112771898e-06 -0.0020508272321603728 0.00022636694332544248 0.0013206288266519551 -0.00084231756347300554 0.0010946918624020847 -0.00076318883560209851 0.00015984322349338429 -6.6384275261473384e-05 0.0012435761879065208 -5.6782363949773408e-05 7.9926225940685005e-05 0.0019342910993145779
leaf_weight=25 23 35 23 20 29 20 24 38 20 22 20 21 28 25 20 36 1318 22 20 23 20 27 28 24 23 713 21 26 401 26
leaf_count=25 23 35 23 20 29 20 24 38 20 22 20 21 28 25 20 36 1318 22 20 23 20 27 28 24 23 713 21 26 401 26
internal_value=0 3.11379e-06 6.41532e-06 1.74897e-06 5.19644e-06 0.000233528 0.000843939 -9.16142e-07 8.28522e-06 4.88875e-05 0.000697537 -3.04381e-05 -0.000346914 -0.000616682 0.000237582 -0.000175638 5.48755e-06 2.9146e-05 6.82521e-06 -0.000832793 3.50311e-05 1.46248e-05 0.000547223 3.339e-05 -0.000469319 4.9203e-05 0.000603552 2.87596e-05 0.000178511 0.000938754
internal_weight=0 3098 3073 3050 3030 79 44 2951 2913 1422 42 1491 152 104 48 84 1339 1380 1323 43 1280 1260 57 1233 59 1209 43 1166 453 52
internal_count=3121 3098 3073 3050 3030 79 44 2951 2913 1422 42 1491 152 104 48 84 1339 1380 1323 43 1280 1260 57 1233 59 1209 43 1166 453 52
is_linear=0
shrinkage=0.1


Tree=1715
num_leaves=31
num_cat=0
split_feature=33 3 1 2 160 1 2 2 1 0 2 2 51 131 3 13 33 13 3 13 0 0 2 43 3 52 3 43 10 2
split_gain=0.000394148 0.000435878 0.00157519 0.00309814 0.00199162 0.00173164 0.00174864 0.00334174 0.00248144 0.00200742 0.00198815 0.00124995 0.0017694 0.00119895 0.00115827 0.00433007 0.00159036 0.00128399 0.00117397 0.00210601 0.00106661 0.00216019 0.00193976 0.00105987 0.0010521 0.00368926 0.0085911 0.00175696 0.00151022 0.000999825
threshold=-0.012019999999999998 -0.0043399999999999992 0.11181500000000001 0.081135000000000013 0.089015000000000011 0.10658000000000002 0.10402500000000002 0.10644500000000001 0.094465000000000007 -0.10224499999999999 0.086675000000000016 0.092635000000000009 0.084745000000000015 0.10156500000000002 -0.0087149999999999988 -0.029529999999999997 0.085305000000000006 -0.16152999999999998 -0.017889999999999996 -0.0095349999999999983 -0.073309999999999986 -0.052984999999999997 0.14122000000000004 -0.079109999999999986 -0.049509999999999992 0.12445000000000002 -0.042499999999999989 -0.084999999999999978 -0.0093599999999999985 0.085045000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 3 -3 13 6 8 -8 10 -9 29 12 -12 20 16 -16 17 -2 24 23 22 -22 -4 -20 28 26 -26 -28 -19 -5
right_child=1 2 4 5 -6 -7 7 9 -10 -11 11 -13 -14 -15 15 -17 -18 18 19 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00037350261201416808 -0.00077548281738667622 0.0012012151060237862 -0.0001718092698931948 2.9734405688941483e-06 -0.0010592917760368437 0.00081053085732767658 -0.001400816216482781 -0.00051779884379357102 0.0011346434074221178 0.00073914818640332671 0.00014582299796353664 -7.1873672762497642e-05 0.0013184468780474906 0.00068310584518423481 0.00030117515230687852 -0.0015843130099321052 -0.00083229908183136069 0.0008765648253029213 -0.00042617293797304916 0.00099997308147563193 -0.0012987254292238506 -1.476152622337012e-05 0.00063407688785668056 0.00045309537941088475 -0.0022420216528901264 0.00093334980731015101 0.00041970454765760228 -0.00058329258294355488 3.691584585091664e-06 -0.00096378369489684705
leaf_weight=28 21 30 110 20 20 33 22 27 25 24 31 48 22 22 29 21 23 20 29 33 20 38 41 26 23 20 40 31 2221 23
leaf_count=28 21 30 110 20 20 33 22 27 25 24 31 48 22 22 29 21 23 20 29 33 20 38 41 26 23 20 40 31 2221 23
internal_value=0 3.38122e-06 8.35704e-05 0.000236262 -0.000101971 0.000130994 3.83304e-05 -0.000370671 0.000215 7.37056e-05 5.53392e-05 0.000297786 0.000632573 -1.90865e-05 -1.41928e-05 -0.00049073 -4.61219e-06 3.11378e-06 9.80659e-06 0.000368416 -9.30015e-05 -0.000457508 4.70075e-05 -1.05188e-05 -3.59367e-06 -0.000299942 -0.000562345 -1.82238e-05 1.14816e-05 -0.000514129
internal_weight=0 3093 556 305 251 275 242 73 169 51 144 101 53 231 2537 50 2487 2464 2443 88 209 58 151 55 2355 114 94 71 2241 43
internal_count=3121 3093 556 305 251 275 242 73 169 51 144 101 53 231 2537 50 2487 2464 2443 88 209 58 151 55 2355 114 94 71 2241 43
is_linear=0
shrinkage=0.1


Tree=1716
num_leaves=31
num_cat=0
split_feature=448 475 52 0 447 2 48 16 149 1375 49 151 3 133 1429 16 3 151 151 150 1 457 48 15 151 51 1446 154 474 1446
split_gain=0.000425578 0.00108409 0.00135832 0.00086629 0.000849161 0.00100748 0.000835074 0.00151784 0.000794711 0.000531421 0.00185536 0.000947719 0.00232692 0.00543279 0.00356675 0.00321448 0.00314733 0.00127734 0.000679035 0.00168599 0.00261822 0.000951096 0.00276099 0.00123508 0.000871702 0.00199309 0.000886991 0.000947273 0.0010466 0.000835745
threshold=-1.0000000180025095e-35 -0.080004999999999979 -0.14813999999999997 -0.26609999999999995 0.09290000000000001 0.10252500000000002 -0.031249999999999997 -0.011734999999999997 0.10022500000000002 0.089070000000000024 -0.008624999999999999 -0.088279999999999983 -0.086424999999999988 0.085760000000000017 0.083725000000000008 -0.011989999999999999 -0.045649999999999989 -0.15747499999999998 0.26665000000000005 0.10801000000000001 0.089175000000000018 0.083995000000000014 0.086125000000000021 -0.087894999999999987 -0.083294999999999994 -0.013439999999999999 0.11655500000000001 1.0000000180025095e-35 -0.45463999999999999 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -4 7 -5 9 11 -11 12 14 16 15 -8 -14 -18 19 21 -21 24 -23 -24 25 -13 27 28 -26 -30
right_child=3 2 4 6 -6 -7 8 -9 -10 10 -12 18 13 -15 -16 -17 17 -19 -20 20 -22 22 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.00046509253879776228 0.00066369196234518325 -0.0010493170050904156 -5.5555751605425026e-05 -8.1684397188045324e-05 0.00030726298171994762 -0.0009109046125862128 -0.00060563814338474053 0.00096557789295911791 -0.00058950161126077819 -0.00080375726437552884 0.00043163007823750378 -0.00012531276328158321 -0.00094051042542560033 0.0015453244365718482 -0.0013371108952560462 0.0011240544484198008 0.0010929586843121796 -2.3700447664374398e-05 -0.00056109520373865969 -0.00024440644748127937 0.0012133924678242435 -0.0013343100347334431 0.00061229711254349073 -0.00047226245404176771 -0.00071595489834657029 0.00097549000859324794 -0.00050714579568496754 0.00064609593087383978 -2.4876984717542577e-05 0.00018720951891091901
leaf_weight=22 20 20 40 31 29 21 21 25 23 31 20 38 23 35 20 22 20 21 22 22 28 21 21 21 21 29 36 22 2193 203
leaf_count=22 20 20 40 31 29 21 21 25 23 31 20 38 23 35 20 22 20 21 22 22 28 21 21 21 21 29 36 22 2193 203
internal_value=0 -0.000175719 -0.000303881 7.7601e-06 -0.000138229 -0.00035002 3.34156e-06 0.000385843 -4.01172e-06 6.47887e-07 -0.000319292 6.3953e-06 0.000241263 0.000543597 -0.000233832 0.000279321 -4.22305e-06 0.000521011 -7.81785e-06 -3.23326e-06 0.000571961 -1.42735e-05 -0.000398092 7.00173e-05 -4.76104e-06 0.000351154 -1.43959e-05 -7.12285e-06 -1.30686e-05 -6.90805e-06
internal_weight=0 132 110 2989 90 61 2969 56 2913 2890 51 2839 162 99 63 43 64 41 2677 2655 50 2605 63 42 2542 67 2475 2439 2417 2396
internal_count=3121 132 110 2989 90 61 2969 56 2913 2890 51 2839 162 99 63 43 64 41 2677 2655 50 2605 63 42 2542 67 2475 2439 2417 2396
is_linear=0
shrinkage=0.1


Tree=1717
num_leaves=31
num_cat=0
split_feature=33 9 0 34 9 31 4 123 2 1 38 12 2 12 39 12 159 46 45 13 40 13 49 447 48 0 147 15 0 3
split_gain=0.000440146 0.000639739 0.00158081 0.000533464 0.000699398 0.00210063 0.000852199 0.000719482 0.000551187 0.000818327 0.000498666 0.000645694 0.0019185 0.00187057 0.000984597 0.00129724 0.00159542 0.000804112 0.00223013 0.000786027 0.00102306 0.000856826 0.000722497 0.000602817 0.000676098 0.00135879 0.000909146 0.000748148 0.0019016 0.00299818
threshold=-0.018454999999999996 0.091905000000000014 -0.0058249999999999994 -0.097449999999999981 -0.036024999999999995 -0.067479999999999984 0.62736500000000006 0.083965000000000012 0.17760500000000004 0.13756000000000004 0.10657000000000001 -0.010834999999999999 -1.0000000180025095e-35 -0.040564999999999997 0.085330000000000003 -0.091274999999999981 0.078675000000000009 0.10253500000000002 1.0000000180025095e-35 -0.074044999999999986 -0.07334499999999998 -0.0072999999999999992 -1.0000000180025095e-35 0.094580000000000011 -0.11155999999999998 -0.24955499999999997 0.092070000000000013 -0.10469999999999999 -0.097024999999999986 -0.12018999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 7 8 -5 10 -10 11 13 -13 14 22 16 -16 18 23 -17 21 -21 -6 24 -14 -26 27 -27 29 -29
right_child=1 2 -4 4 6 -7 -8 -9 9 -11 -12 12 17 -15 15 19 -18 -19 -20 20 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.00041790923941880466 0.0005173854225722608 -0.0008638663105167715 0.00023016261355951429 0.00049525678481586509 0.00075723349079701377 -0.0011799705401062965 0.00050464180744978976 -0.0002566124937896218 6.2304095957766884e-05 -0.00082151142574730333 0.00040524572644743225 0.00096828896729719079 -0.00047874385909381091 -0.00090857192508651526 -0.0009337423317973796 -0.00047704160149971195 0.00016968597337836401 -0.0006230173684889451 0.0010398196427905489 0.00045793432742357259 0.00075680016155314192 -0.00038706372699986487 1.2795212376204292e-05 -0.00048357219574972989 0.00078046476144505591 0.00017030119981359065 0.00062074306903620415 0.00030134670130119298 2.032742594918159e-05 -0.00043866157616258999
leaf_weight=25 20 28 25 20 22 20 34 35 22 20 31 21 28 29 38 22 20 20 21 20 23 30 32 25 23 239 24 73 1912 219
leaf_count=25 20 28 25 20 22 20 34 35 22 20 31 21 28 29 38 22 20 20 21 20 23 30 32 25 23 239 24 73 1912 219
internal_value=0 -3.3746e-06 -0.000347815 2.62453e-06 -7.81101e-07 -0.000302343 6.89092e-06 1.67945e-05 1.08326e-06 -0.00035856 6.34267e-06 1.98998e-06 1.63393e-05 -0.000156399 -5.10224e-05 -0.00018059 -0.00055325 8.60283e-06 1.35297e-05 4.69291e-05 0.000204838 -4.90645e-05 0.000316085 5.0546e-06 9.90593e-06 1.54008e-05 8.26805e-06 2.2511e-06 -1.59721e-05 -0.00025366
internal_weight=0 3096 53 3043 3023 75 2948 55 2914 42 2872 2841 2605 236 207 153 58 2584 2564 95 73 50 54 2543 2518 2490 2467 2443 2204 292
internal_count=3121 3096 53 3043 3023 75 2948 55 2914 42 2872 2841 2605 236 207 153 58 2584 2564 95 73 50 54 2543 2518 2490 2467 2443 2204 292
is_linear=0
shrinkage=0.1


Tree=1718
num_leaves=31
num_cat=0
split_feature=46 44 12 130 10 15 3 10 33 1 0 1 0 1 1 15 1 39 1184 1185 12 12 12 13 4 131 12 402 3 43
split_gain=0.000417304 0.000684568 0.000462211 0.00094466 0.000665327 0.00291075 0.00491155 0.00326732 0.000655748 0.00071547 0.00150928 0.000575962 0.00174116 0.00167738 0.00122539 0.00194926 0.0006644 0.000594477 0.000618441 0.000599929 0.00154584 0.00165346 0.000607801 0.00163943 0.00128295 0.00063548 0.00203638 0.00192323 0.00190935 0.00160365
threshold=0.096120000000000011 0.082070000000000018 0.23631000000000002 -0.22562499999999999 -0.011559999999999999 -0.098289999999999975 -0.0087149999999999988 -0.15282499999999996 -1.0000000180025095e-35 0.14804000000000003 -0.030209999999999997 0.13686500000000004 -0.09515499999999999 0.13471500000000003 0.12811000000000003 -0.13843999999999998 0.12456000000000002 0.10661000000000002 0.088135000000000019 0.082795000000000021 0.086505000000000012 0.088845000000000021 -0.091274999999999981 -0.091559999999999989 0.065520000000000009 0.099565000000000015 0.086700000000000013 0.31278000000000006 -0.085274999999999976 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5 -6 11 -11 13 -13 14 16 -16 17 18 19 22 -21 -22 23 -10 -25 27 -27 -24 -28 -30
right_child=-2 -3 -4 4 8 6 -8 -9 9 10 -12 12 -14 -15 15 -17 -18 -19 -20 20 21 -23 25 24 -26 26 28 -29 29 -31
leaf_value=0.00061540689971297977 0.00034335491665323003 -0.00057289902220613188 -0.00046753435883493651 -5.0416126429230318e-05 0.00048854854456814275 -0.00062433048662955337 0.0011943065799574404 -0.0018164296587929131 0.00045843056981208392 -0.00015956750774586743 0.0010407132847467437 0.00031212933860772933 -0.00076821761014538687 0.00087261020883240494 -0.0012580677743244451 5.5076749637149846e-05 0.00053980858792783697 0.00042850293613128088 -0.0005213934290425286 -0.00044982921892716107 0.0010945217066234494 -1.2939852939990276e-05 4.9600362036431861e-06 -0.0010115125128262055 -7.8750146625178135e-05 -0.0011359423771500588 0.00033604926010770159 0.00098983293282799427 -0.0011673619181965477 -0.00012660823086071903
leaf_weight=25 35 21 21 22 28 33 27 20 22 22 20 26 35 22 20 26 23 32 23 21 28 26 2301 30 29 20 66 20 20 57
leaf_count=25 35 21 21 22 28 33 27 20 22 22 20 26 35 22 20 26 23 32 23 21 28 26 2301 30 29 20 66 20 20 57
internal_value=0 -3.89417e-06 4.3938e-09 3.22986e-06 -1.83951e-06 -0.000252886 0.000194056 -0.000891375 6.93894e-06 2.27121e-06 0.000411995 -3.77318e-06 -0.000307742 2.88227e-06 -4.04031e-06 -0.000515856 4.62176e-06 5.43021e-08 -5.09416e-06 -5.96099e-07 0.000278183 0.000561299 -8.74755e-06 -0.000278317 -0.000553036 4.27528e-08 -0.000190819 1.34467e-05 -5.8634e-05 -0.000396934
internal_weight=0 3086 3065 3044 3019 102 60 42 2917 2889 42 2847 61 2786 2764 46 2718 2695 2663 2640 75 54 2565 81 59 2484 163 2321 143 77
internal_count=3121 3086 3065 3044 3019 102 60 42 2917 2889 42 2847 61 2786 2764 46 2718 2695 2663 2640 75 54 2565 81 59 2484 163 2321 143 77
is_linear=0
shrinkage=0.1


Tree=1719
num_leaves=31
num_cat=0
split_feature=33 130 10 10 10 16 2 16 16 1375 13 13 2 13 52 52 13 52 4 474 51 51 12 14 0 133 133 130 402 403
split_gain=0.000445561 0.000426364 0.000850119 0.00113454 0.00170793 0.00708782 0.000997613 0.000549289 0.0027022 0.00262252 0.00200171 0.00866517 0.00728006 0.00729603 0.00214259 0.00399352 0.00581476 0.00196798 0.00571442 0.00164809 0.00151227 0.00144767 0.00154704 0.00139705 0.00205796 0.00126803 0.0022908 0.00132159 0.00136979 0.00150627
threshold=-0.012019999999999998 -0.23647499999999996 -0.38124499999999995 -0.090429999999999996 -0.0097449999999999985 -0.056919999999999991 0.31765000000000004 -0.010699999999999999 -0.011989999999999999 -0.15308499999999997 -0.085744999999999988 -0.084869999999999987 0.086675000000000016 -0.087324999999999986 0.008405000000000001 0.10160000000000001 -0.039649999999999998 -0.010739999999999998 -0.012164999999999999 0.087035000000000015 -1.0000000180025095e-35 0.012085000000000002 0.086345000000000019 -0.31455999999999995 -0.26609999999999995 -0.37971999999999995 -0.14032999999999998 0.10311000000000002 0.090075000000000002 -0.084339999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 -3 8 23 -9 12 -12 13 -11 17 16 -16 21 -19 20 -14 25 -23 -6 -25 -13 -27 28 29 -28
right_child=1 2 3 4 7 -7 -8 9 -10 10 11 14 19 -15 15 -17 -18 18 -20 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.00039711633996505826 -0.00045662613876629621 -2.2491952404379847e-05 -0.00056557682392719604 -0.00062957629007818789 0.00071787596680223948 0.0018530274349082586 0.00096435143583221365 -0.0010924427449936047 0.0010849261452676728 -0.00040006239665672187 0.0018991025681316387 -0.00081446368546624266 0.00095409744073925856 -0.0027577902656048536 -0.002422232775716111 -4.4965306411451497e-05 -0.00017256713687890658 -0.00018067120757353093 0.0018760632839985192 -0.00038695038820151244 2.3951438065110284e-05 -0.00012309624400021958 0.00083618472424859644 -0.00097810939977145098 1.7631166857438867e-05 0.0010279359234118602 0.00061457099115115512 0.00073543677513953308 -0.00090444550267420709 -0.00010539787567095433
leaf_weight=28 20 21 35 23 28 23 20 24 24 35 24 21 29 21 20 122 27 35 22 43 44 29 40 21 1787 20 31 20 20 464
leaf_count=28 20 21 35 23 28 23 20 24 24 35 24 21 29 21 20 122 27 35 22 43 44 29 40 21 1787 20 31 20 20 464
internal_value=0 3.59497e-06 6.59023e-06 4.73969e-07 7.08451e-06 0.000611726 0.000458895 -2.3406e-06 3.07018e-05 -5.86732e-05 -3.54207e-05 2.46236e-05 -0.00034786 -0.00128421 -2.70268e-05 -0.000346685 -0.00112987 4.99279e-05 0.000613156 0.000104171 0.000393461 1.54249e-07 0.000433009 1.69211e-05 6.0656e-06 -5.16981e-05 -2.28367e-05 -6.21179e-05 -9.30909e-05 -6.03089e-05
internal_weight=0 3093 3073 3032 2997 46 41 2951 1860 1091 1067 895 172 56 871 169 47 702 57 116 73 645 69 1836 1808 576 555 535 515 495
internal_count=3121 3093 3073 3032 2997 46 41 2951 1860 1091 1067 895 172 56 871 169 47 702 57 116 73 645 69 1836 1808 576 555 535 515 495
is_linear=0
shrinkage=0.1


Tree=1720
num_leaves=31
num_cat=0
split_feature=448 0 457 457 457 447 447 457 97 34 43 10 11 120 148 482 482 482 0 42 482 1132 4 484 13 1372 133 3 10 13
split_gain=0.000384793 0.00164625 0.000522783 0.000588078 0.000632207 0.000705139 0.000702162 0.000802392 0.000487196 0.00103198 0.00300391 0.00142556 0.00138824 0.000580392 0.00111613 0.000657327 0.00256649 0.00166664 0.00108022 0.00173862 0.000935686 0.000768121 0.000689315 0.000956515 0.00434534 0.00250273 0.00202706 0.00301089 0.000808188 0.00163569
threshold=0.068920000000000023 -0.26609999999999995 0.31508000000000008 0.12766500000000003 0.10487 0.09290000000000001 0.089395000000000016 0.091945000000000013 -0.086464999999999986 -0.057544999999999992 -0.081674999999999984 -0.011239999999999998 -1.0000000180025095e-35 0.093680000000000013 -0.08670499999999999 0.095340000000000022 0.089925000000000019 0.10337000000000002 -0.077809999999999976 0.088670000000000013 0.085875000000000021 0.085705000000000017 0.51608000000000009 0.091180000000000011 -0.085384999999999975 -0.082274999999999987 0.090445000000000011 -0.084854999999999986 -0.010699999999999999 -0.076599999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3 10 -10 -12 -11 14 -14 16 20 -17 19 -19 21 22 23 25 -25 -16 27 -26 29 -27
right_child=-2 2 -4 -5 -6 -7 -8 -9 9 12 11 -13 13 -15 15 17 -18 18 -20 -21 -22 -23 -24 24 26 28 -28 -29 -30 -31
leaf_value=0.00086478743803375185 -0.00043722261849325154 -0.00047202161672017112 -0.00041874633170664312 0.00049380397928568229 -0.00056353285326622433 0.00057800328525315443 -0.00045534412861075805 0.00055478519067177201 -0.00032207101270186663 -0.00083948801038786775 0.00035941391135565939 0.0015533800811681432 0.00070992144650187006 -0.00054016370617318901 -0.0011125149804034405 0.00076123223354956384 -0.0011444200429832564 -0.00037814825469546993 -0.00043574875233241838 0.0007860871288796952 0.00053883551097955683 0.00060348502709530296 -0.0004531514835535846 0.0012792733349582001 -0.0013938430152068448 7.109051356175249e-05 0.00064904209139058375 0.00012908530274323901 -7.7734547964046515e-06 -0.0011129785614321008
leaf_weight=22 20 22 30 24 20 21 34 26 34 20 20 20 22 20 21 39 20 23 37 29 31 20 36 31 21 28 24 34 2352 20
leaf_count=22 20 22 30 24 20 21 34 26 34 20 20 20 22 20 21 39 20 23 37 29 31 20 36 31 21 28 24 34 2352 20
internal_value=0 2.81989e-06 -3.33903e-06 7.48288e-07 -3.16356e-06 5.66021e-07 -3.49771e-06 1.71001e-06 -3.2079e-06 3.46169e-07 0.000368993 0.000956397 -9.30017e-06 -3.38715e-06 4.63469e-07 -5.17936e-06 -1.59176e-05 0.000216129 -2.27369e-05 0.000271137 -7.29648e-06 -1.38408e-05 -1.86505e-05 -1.24703e-05 0.000275933 -2.55741e-05 -0.000117782 -0.000452396 -1.60634e-05 -0.000422272
internal_weight=0 3101 3079 3049 3025 3005 2984 2950 2924 2902 74 40 2828 2808 2788 2766 2638 128 89 52 2618 2587 2567 2531 110 2421 79 55 2400 48
internal_count=3121 3101 3079 3049 3025 3005 2984 2950 2924 2902 74 40 2828 2808 2788 2766 2638 128 89 52 2618 2587 2567 2531 110 2421 79 55 2400 48
is_linear=0
shrinkage=0.1


Tree=1721
num_leaves=31
num_cat=0
split_feature=33 9 2 4 2 1 4 0 3 97 133 157 457 2 42 13 42 483 158 3 483 42 15 42 4 47 43 16 147 16
split_gain=0.000381764 0.00044678 0.00338438 0.000473436 0.00187994 0.00421214 0.00184967 0.0035045 0.00621611 0.00141573 0.0018727 0.00135569 0.00120572 0.00134891 0.00196429 0.00310765 0.00271871 0.00177765 0.00372423 0.00224139 0.00272148 0.00183352 0.00166116 0.00139687 0.00126516 0.00113858 0.00146449 0.00113416 0.00102738 0.000948701
threshold=-0.012019999999999998 0.091600000000000015 -0.15339499999999998 0.056795000000000005 0.088665000000000008 0.096325000000000008 0.042705000000000007 -0.10324499999999999 -0.076514999999999986 -0.079444999999999988 -0.054584999999999995 0.058195000000000004 0.09228500000000002 0.10912000000000001 -0.074124999999999983 -0.08645499999999999 0.090395000000000017 0.10143000000000001 0.10654500000000001 -0.094874999999999987 0.055770000000000007 0.083865000000000009 -0.091964999999999977 0.10502000000000002 0.2623950000000001 0.12171500000000002 -0.077824999999999991 -0.18708499999999997 0.094075000000000006 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 -5 27 -8 -9 -7 -11 12 13 14 -6 16 -16 18 19 21 23 -15 -17 24 -21 26 -12 -2 -29 -26
right_child=1 2 -4 4 11 9 7 8 -10 10 25 -13 -14 17 15 22 -18 -19 -20 20 -22 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=-0.0003675880567503295 -0.00054887110694069538 -0.0003430856810706301 0.0012808530037069605 0.0015951906733486492 0.00033421199843888328 -0.00050625890759804933 0.00054506016349478161 -4.2004329069251462e-05 -0.0023502710490720348 -0.00052844122928079405 0.0012747710445962315 0.00078363548716879443 0.00048258543400535065 0.0011568895567996571 0.00065248479950241745 -0.0016301003280594678 -0.00083302698965946392 -0.00077279174561576498 0.0014057815054547974 0.00060076627473667826 -0.0012811221531592309 9.5555463243120674e-06 -0.00053077668050752474 -0.00059054468450060976 9.5214798610368875e-05 -0.00013369172695092859 0.00031620884452619264 9.2720983804200066e-06 -0.00061125030775588971 -0.0006320483633317054
leaf_weight=28 38 33 21 24 31 26 21 28 20 21 28 20 38 26 28 28 22 26 20 37 20 30 27 37 71 20 37 2264 27 24
leaf_count=28 38 33 21 24 31 26 21 28 20 21 28 20 38 26 28 28 22 26 20 37 20 30 27 37 71 20 37 2264 27 24
internal_value=0 3.32766e-06 0.000288446 -1.73861e-06 7.46029e-05 0.000376564 -2.21452e-05 -0.000532395 -0.00100378 0.000154996 0.000317191 -2.25229e-05 -5.71963e-05 -0.000105233 -0.000365222 -0.000571722 -1.14039e-06 1.62738e-05 9.36916e-05 -1.34178e-05 -0.000178059 0.000542246 -0.00109043 -4.7519e-05 0.000104693 0.000526112 0.000729128 -7.02827e-06 1.95909e-06 -8.85148e-05
internal_weight=0 3093 54 3039 641 156 2398 69 48 132 106 485 465 427 136 105 50 291 265 245 189 56 55 169 132 85 65 2329 2291 95
internal_count=3121 3093 54 3039 641 156 2398 69 48 132 106 485 465 427 136 105 50 291 265 245 189 56 55 169 132 85 65 2329 2291 95
is_linear=0
shrinkage=0.1


Tree=1722
num_leaves=31
num_cat=0
split_feature=33 9 3 132 132 13 132 1203 1185 15 132 133 15 0 1 121 50 50 12 12 474 1420 1429 11 12 155 0 0 0 401
split_gain=0.000406301 0.000517159 0.00127767 0.000462273 0.000861971 0.00197601 0.000928504 0.0101773 0.00766272 0.00191335 0.00130102 0.00088463 0.00132289 0.000869325 0.000610696 0.00137416 0.000830574 0.00388544 0.00113582 0.00117948 0.000971426 0.00121903 0.00115817 0.000661185 0.00148189 0.00135094 0.000630131 0.00338265 0.00221358 0.00187077
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 -0.46452999999999994 -0.40070499999999992 0.05868000000000001 -0.083284999999999984 0.089165000000000008 -0.087384999999999977 0.088655000000000025 -0.22865999999999997 -0.012979999999999998 0.084370000000000014 -0.087414999999999979 0.16540500000000002 -0.094339999999999993 -0.099524999999999988 -0.24386999999999998 0.089085000000000011 0.097325000000000009 -0.26322499999999993 1.0000000180025095e-35 0.11181500000000001 0.08976000000000002 0.10149500000000002 0.12016500000000001 -0.070889999999999995 -0.069954999999999976 -0.071924999999999989 -0.078179999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 9 -8 10 -6 12 13 -12 15 -10 17 18 -17 -20 -18 22 23 25 -25 26 28 -28 -22 -29
right_child=1 2 -4 4 6 -7 8 -9 14 -11 11 -13 -14 -15 -16 16 20 -19 19 -21 21 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.00042822937248274687 0.00046990844157768327 0.00029335853233489965 -0.00071047696910682141 -0.0011337936165676053 0.0008027594170666166 0.00025507769852993077 -0.001958067591331201 0.0023485116893425585 -0.00080374507122628759 -0.00094689540509578028 -0.00037316339369863275 0.000517000526888296 -0.00090198679938025418 0.00046077897935174403 0.00053107069106772542 -0.00069916229473338237 -0.00055044243181328061 0.001318985363279892 0.00050490746538884733 -0.00040701234323458507 1.8580358346732328e-05 0.0007133036354692498 -0.00065420499778594135 0.00092026115232147284 -8.7783516137278651e-05 -0.00067070112020398186 -0.001336512688292368 0.00083989238351616388 0.00098488410294521604 -8.3338246708990497e-05
leaf_weight=22 21 21 32 21 21 20 20 20 21 21 25 20 21 25 22 21 32 27 37 23 1939 24 27 25 35 30 21 23 24 480
leaf_count=22 21 21 32 21 21 20 20 20 21 21 25 20 21 25 22 21 32 27 37 23 1939 24 27 25 35 30 21 23 24 480
internal_value=0 -3.04003e-06 -0.000312731 2.34854e-06 -8.97326e-07 -0.000456295 5.35982e-06 0.000245308 -7.60804e-06 -7.09637e-05 9.32734e-05 -7.04541e-05 -0.000235934 4.38078e-05 6.2693e-06 2.1296e-06 8.24353e-06 0.000280097 -6.6199e-05 0.000155338 -2.79414e-06 3.87434e-06 -2.66418e-06 4.16221e-06 0.000332235 -3.65836e-06 4.38799e-06 -9.30374e-05 3.03946e-05 -4.11229e-05
internal_weight=0 3099 53 3046 3025 41 2984 153 2831 133 112 91 71 50 2811 2789 2768 108 81 60 2660 2628 2604 2577 60 2517 2487 524 1963 503
internal_count=3121 3099 53 3046 3025 41 2984 153 2831 133 112 91 71 50 2811 2789 2768 108 81 60 2660 2628 2604 2577 60 2517 2487 524 1963 503
is_linear=0
shrinkage=0.1


Tree=1723
num_leaves=31
num_cat=0
split_feature=8 9 148 148 48 1 4 1375 1 457 43 1417 475 475 1420 1429 11 11 43 12 130 120 33 9 1429 49 151 1 2 2
split_gain=0.000415278 0.000840457 0.000381938 0.00120236 0.00102251 0.00201774 0.00116739 0.000667501 0.0017156 0.00137432 0.00146792 0.000713386 0.000769559 0.00110271 0.00131748 0.000800603 0.000795873 0.00148444 0.000827853 0.000786196 0.000755133 0.00170971 0.000935773 0.00149004 0.000758197 0.00654551 0.0037833 0.00254991 0.0032333 0.000811149
threshold=0.099635000000000015 0.099965000000000012 -0.079549999999999996 -0.065034999999999996 -0.072824999999999987 0.099195000000000019 -0.0094449999999999968 -0.23256999999999997 0.088975000000000012 0.098180000000000003 -0.065269999999999981 -0.081099999999999992 -0.50059999999999982 -0.24431999999999998 1.0000000180025095e-35 0.11635000000000001 0.090070000000000025 0.086080000000000018 -0.53814999999999991 0.10149500000000002 -0.22699999999999995 0.090440000000000006 -0.012019999999999998 0.082870000000000013 0.083985000000000018 0.10299000000000001 -0.52488999999999986 0.08776500000000001 0.093680000000000013 0.087015000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 8 -5 11 -11 -9 -13 -14 15 16 17 18 -15 -18 -20 22 -22 24 26 27 -24 28 29 -26
right_child=-2 -3 3 7 -6 -7 -8 9 -10 10 -12 12 13 14 -16 -17 19 -19 20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00029233900431011403 0.00044319364907486106 -0.00060525215534574313 0.00063830512300531463 -0.00022862326808362492 0.00028294041369329482 -0.0012421399339291384 -0.0005922698400144537 0.00059962051673210235 0.0010655008343746885 2.0015957998111846e-05 -0.0011915620899526403 0.00061838779947720468 -0.00060715168986159071 0.00056217582627701072 0.00077317395698628388 -0.00061885340338838958 0.00081740449465502504 -0.00069535373580536901 -0.00057536175818708932 8.6939385818834308e-05 -0.00062867566108858837 0.0008988057878533645 -0.0013928231585305184 0.00072415392039277193 -0.00047509878571145236 0.0017226039220986423 -1.1607050842481801e-05 0.00090268857628953726 -0.0013595521815163508 0.0002045646494341288
leaf_weight=35 21 23 30 21 34 20 26 20 20 20 20 20 30 26 22 21 23 31 23 41 24 21 20 28 25 24 2349 22 22 59
leaf_count=35 21 23 30 21 34 20 26 20 20 20 20 20 30 26 22 21 23 31 23 41 24 21 20 28 25 24 2349 22 22 59
internal_value=0 -3.00228e-06 1.49943e-06 8.4415e-06 -0.000177304 -0.000370493 -8.47074e-05 1.99678e-06 0.000402657 -3.68536e-06 -0.000585773 4.48143e-06 2.76985e-07 -4.12082e-06 2.38437e-06 -3.76183e-06 9.55819e-07 -7.38511e-06 6.84139e-07 0.00034945 -4.8943e-06 1.63812e-07 -7.17061e-06 -1.31886e-06 -9.37647e-06 0.000207127 -2.32678e-05 -7.70246e-05 -0.000280361 2.28387e-06
internal_weight=0 3100 3077 2962 115 81 61 2932 41 2891 40 2851 2831 2811 2781 2759 2738 2674 2643 64 2617 2594 2573 2549 2521 152 2369 128 106 84
internal_count=3121 3100 3077 2962 115 81 61 2932 41 2891 40 2851 2831 2811 2781 2759 2738 2674 2643 64 2617 2594 2573 2549 2521 152 2369 128 106 84
is_linear=0
shrinkage=0.1


Tree=1724
num_leaves=31
num_cat=0
split_feature=33 151 124 1 9 3 16 1447 16 15 160 52 52 2 12 52 3 3 133 12 2 4 12 52 52 49 3 51 43 130
split_gain=0.000423845 0.000413177 0.000383743 0.00147967 0.000543798 0.00131766 0.00055487 0.00183321 0.00179996 0.00155764 0.00346225 0.00189198 0.00461355 0.00321556 0.00206968 0.00442434 0.00670184 0.00282849 0.00167219 0.00163589 0.00154279 0.00241028 0.00139718 0.00185423 0.00136763 0.00130721 0.00266396 0.00199324 0.00118838 0.00115233
threshold=-0.018454999999999996 -0.5666199999999999 -0.088289999999999993 0.10538500000000002 0.091905000000000014 -0.13309499999999996 -0.0087049999999999992 -0.085024999999999989 -0.0094449999999999968 -0.088429999999999995 -0.083259999999999987 0.008405000000000001 0.10160000000000001 0.097605000000000011 -0.010834999999999999 -0.04127999999999999 -0.078084999999999988 -0.0069549999999999994 0.087170000000000011 0.097145000000000023 0.096540000000000015 -0.069389999999999993 0.085955000000000018 -0.11592499999999999 -0.0087299999999999982 0.10969000000000002 -0.073309999999999986 -0.44986999999999994 -0.076484999999999984 -0.22461999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 8 -8 29 10 -9 14 13 -13 17 25 24 -11 22 20 21 -14 23 -12 -17 27 -27 -16 -24 -4
right_child=1 2 4 -5 5 -7 7 9 -10 11 18 12 19 -15 15 16 -18 -19 -20 -21 -22 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00041009728517383344 0.00043874769804200958 -0.00018098915929471874 -0.00066007008822634823 0.0007825265748709041 0.00027950642785678305 -0.00074641238409845585 -0.0007663200853534768 -0.0014925203964759766 0.00085207850310185817 -0.0010034672911340176 -0.0010816919041099027 -0.0017725209179341871 0.00084108672570437192 -0.00014770249254070222 0.0010660258724237792 0.00066249246386481297 0.002005638310026067 0.00030789837474003439 -0.00095840434493896145 0.00059524346143007283 -0.00077001185641468821 -0.00050981298180496589 0.00099495092151863948 6.4349471176683434e-05 -0.00020916827844404099 -0.00092046220685379249 0.00034511035131611702 4.3365124917199647e-05 -3.5124076627350106e-05 2.3344312551115233e-05
leaf_weight=25 21 37 25 28 21 31 36 22 26 38 20 29 25 21 20 36 30 29 21 38 30 28 21 48 36 39 29 405 24 1882
leaf_count=25 21 37 25 28 21 31 36 22 26 38 20 29 25 21 20 36 30 29 21 38 30 28 21 48 36 39 29 405 24 1882
internal_value=0 -3.31151e-06 -6.33045e-06 0.000234064 -1.15217e-05 -0.000332099 -5.88611e-06 -6.53633e-05 2.56525e-05 -3.98482e-05 -0.000329846 1.44611e-05 -0.000282068 -0.0010901 9.10569e-05 0.000150391 0.00074989 -0.000435861 -0.000138959 5.18289e-05 -0.000196963 0.000127404 1.33268e-05 -0.000272722 0.000226662 2.63561e-05 -0.000380733 9.14903e-05 0.000445578 1.4385e-05
internal_weight=0 3096 3075 65 3010 52 2958 1025 1933 989 156 833 171 50 662 595 102 67 134 121 83 53 113 68 72 493 68 425 45 1907
internal_count=3121 3096 3075 65 3010 52 2958 1025 1933 989 156 833 171 50 662 595 102 67 134 121 83 53 113 68 72 493 68 425 45 1907
is_linear=0
shrinkage=0.1


Tree=1725
num_leaves=31
num_cat=0
split_feature=130 2 4 484 3 33 104 38 9 9 13 51 1 0 16 0 1373 457 457 457 457 3 1 1452 0 1375 16 1371 150 15
split_gain=0.000426365 0.000708769 0.000510411 0.00161008 0.000577404 0.000646407 0.000534486 0.00110049 0.00086889 0.00195042 0.000521138 0.00197986 0.00380917 0.000748253 0.000790307 0.000769789 0.000594324 0.000794568 0.00138786 0.00111092 0.000670125 0.000637878 0.0020102 0.000955464 0.000953134 0.000809857 0.000824847 0.00382519 0.00252243 0.00250315
threshold=-0.23123999999999997 0.31358000000000003 0.62736500000000006 0.095930000000000015 0.42240500000000009 -0.018454999999999996 0.086600000000000024 0.10657000000000001 0.092235000000000011 0.085555000000000006 -0.14179999999999995 0.081440000000000026 0.10781 -0.04917499999999999 0.029300000000000003 -0.13455999999999999 -1.0000000180025095e-35 0.11612500000000002 0.098180000000000003 0.091945000000000013 0.088045000000000012 0.11924500000000002 0.13146500000000003 0.11769000000000002 -0.23811499999999999 0.097315000000000026 -0.010699999999999999 0.083235000000000017 0.099310000000000009 -0.033689999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 8 9 10 11 13 -13 14 15 -7 -12 18 19 20 21 23 -23 24 -18 26 27 28 -26 -30
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 16 12 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00042896378258972065 0.00054054242685775864 -0.00048688757815398278 0.00093809738331897697 -0.00030161681030222099 -0.00051369957244870341 0.00023425246852602126 -0.00051872540556360033 0.00061296951025724411 0.00048918110102282042 -0.00099618475855095317 -0.00048971776705002417 -0.0016511240161692156 2.5318002691633548e-05 -0.00042088232809104606 0.00066740391857456418 -0.00047778955806941008 0.00060015360617803211 0.00045820732335321223 -0.00068446429093079321 0.00059674083604477346 -0.00057270742894615972 -0.00092342970623307075 0.00038108448608822768 0.00064324310633310242 4.4048477727152497e-05 0.00051913692310336047 -7.9302680348591504e-05 0.0012937633941570918 -4.9054105300456283e-05 -0.0015499994861602317
leaf_weight=23 22 30 22 20 22 49 20 29 35 20 24 23 33 26 25 22 27 39 29 32 20 27 21 24 1454 30 904 24 25 20
leaf_count=23 22 30 22 20 22 49 20 29 35 20 24 23 33 26 25 22 27 39 29 32 20 27 21 24 1454 30 904 24 25 20
internal_value=0 -3.18469e-06 1.54513e-06 0.000347757 -3.26019e-06 4.78043e-07 -3.50634e-06 -2.74759e-08 -6.08848e-06 -1.207e-05 -5.23111e-06 -0.000170962 -0.000663221 5.49931e-05 0.000183876 1.36197e-05 5.69484e-06 1.0138e-05 3.51126e-06 1.11613e-05 3.88702e-06 8.39871e-06 -0.000352705 1.53098e-05 9.24279e-06 2.74927e-06 -3.63377e-06 4.12807e-05 2.12276e-05 -0.000716141
internal_weight=0 3098 3068 42 3026 3004 2982 2962 2933 2898 2878 178 56 122 96 71 2700 2676 2637 2608 2576 2556 48 2508 2484 2457 2427 1523 1499 45
internal_count=3121 3098 3068 42 3026 3004 2982 2962 2933 2898 2878 178 56 122 96 71 2700 2676 2637 2608 2576 2556 48 2508 2484 2457 2427 1523 1499 45
is_linear=0
shrinkage=0.1


Tree=1726
num_leaves=31
num_cat=0
split_feature=33 9 2 151 151 4 15 151 42 42 12 1429 151 148 457 457 148 151 2 42 1 1375 3 160 3 3 2 4 1 2
split_gain=0.000421391 0.000491344 0.0029814 0.000437453 0.000919451 0.00139212 0.0014168 0.00136215 0.00198756 0.00600541 0.00370883 0.0032862 0.00183167 0.00089405 0.00078541 0.000960636 0.000767566 0.000821912 0.000746452 0.000693108 0.000676395 0.000596562 0.0007464 0.00257422 0.00346121 0.00202137 0.0014386 0.00211365 0.00281926 0.00230687
threshold=-0.012019999999999998 0.091600000000000015 -0.15339499999999998 -0.080994999999999998 -0.083969999999999975 -0.013514999999999998 -0.042209999999999991 -0.085134999999999975 0.083715000000000026 0.083995000000000014 0.083875000000000019 0.083595000000000017 -0.10959499999999998 -0.079549999999999996 0.093680000000000013 0.085090000000000013 -0.068554999999999991 -0.072119999999999976 0.087245000000000003 0.088200000000000014 0.10708500000000001 -0.4078199999999999 0.076840000000000006 0.010565000000000001 0.086245000000000016 0.099930000000000005 0.10699500000000002 0.27287000000000006 0.13288500000000003 0.14445500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 -6 -7 8 11 -10 -11 14 19 -5 15 18 -15 -18 -2 -12 -20 -19 -23 24 -24 -25 -26 28 -28 -29
right_child=1 2 -4 13 5 6 -8 -9 9 10 12 -13 -14 16 -16 -17 17 21 20 -21 -22 22 23 25 26 -27 27 29 -30 -31
leaf_value=-0.0003861951184392508 0.00045379816716636668 -0.00029024574050157701 0.0012339478014923987 -0.00057879205061388869 0.00097037292590747325 0.00062513085643083532 -0.00052320207801780528 -0.000642214875551872 0.0017044335698570918 -0.0010304478937759995 -0.00036745247131106086 -0.00128496576058255 0.00096840766247271786 0.00060642584983725109 0.00059193823641786984 -0.00056231479354513191 -0.00048994596602117081 -0.00055276870873058217 -0.0003920254902442213 0.00033266431879207134 0.00029854975139681738 -2.4475800178069758e-05 0.0013351846989410531 -0.0011771754443939046 -0.00014836990188856503 1.0592945526648117e-05 0.0013570292590076053 -0.00076430920341338674 4.444272140972317e-05 0.00052263016502062483
leaf_weight=28 35 33 21 28 28 22 21 28 27 25 26 22 31 20 21 30 36 20 37 31 23 2226 28 23 91 38 36 26 30 30
leaf_count=28 35 33 21 28 28 22 21 28 27 25 26 22 31 20 21 30 36 20 37 31 23 2226 28 23 91 38 36 26 30 30
internal_value=0 3.49611e-06 0.000302496 -1.81682e-06 9.46651e-05 0.000421635 6.43171e-05 2.55732e-05 8.62813e-05 0.000364557 4.44095e-05 -0.000145615 0.000349767 -1.67363e-05 2.60678e-05 -6.89985e-05 -1.06927e-05 -1.54692e-05 8.67857e-05 1.33128e-05 -0.000127305 -8.76542e-06 -4.4616e-06 0.00014306 0.000289945 -0.000437254 0.000152542 0.000376993 0.000760399 -7.48774e-05
internal_weight=0 3093 54 3039 407 71 43 336 308 140 113 168 88 2632 146 125 2604 2584 95 57 60 2548 2528 302 241 61 213 122 66 56
internal_count=3121 3093 54 3039 407 71 43 336 308 140 113 168 88 2632 146 125 2604 2584 95 57 60 2548 2528 302 241 61 213 122 66 56
is_linear=0
shrinkage=0.1


Tree=1727
num_leaves=31
num_cat=0
split_feature=8 9 10 130 121 33 9 11 13 52 52 0 16 15 15 33 0 448 448 1373 1375 16 16 447 15 15 3 48 0 15
split_gain=0.000356764 0.000808052 0.000380112 0.00142019 0.00154842 0.000713873 0.00169923 0.000766068 0.000553651 0.00191459 0.00777835 0.00175566 0.00188936 0.00102501 0.00100204 0.000712139 0.000633477 0.000562253 0.00103412 0.0008952 0.00172645 0.000793991 0.00179927 0.000556354 0.000850694 0.000545321 0.00144837 0.000631171 0.000600518 0.00210094
threshold=0.099635000000000015 0.099965000000000012 -0.38124499999999995 -0.22562499999999999 -0.085749999999999979 -0.012019999999999998 0.086220000000000005 -1.0000000180025095e-35 -0.14179999999999995 0.11125500000000001 0.016565000000000003 -0.14001499999999997 -0.069144999999999984 -0.073184999999999986 -0.083359999999999976 0.078905000000000017 -0.067624999999999977 -1.0000000180025095e-35 -0.069874999999999979 -1.0000000180025095e-35 -0.23256999999999997 -0.5435399999999998 -0.52595999999999987 0.087750000000000009 -0.0079099999999999986 0.13592500000000005 -0.05647499999999999 -0.080894999999999981 -0.12333499999999999 -0.088749999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7 9 10 11 14 -13 -11 -9 17 -14 18 23 -19 -21 -22 -23 24 -10 27 -27 -24 29 -29
right_child=-2 -3 3 4 5 6 -8 8 15 13 -12 12 16 -15 -16 -17 -18 19 -20 20 21 22 25 -25 -26 26 -28 28 -30 -31
leaf_value=0.00029686495409953563 0.00041078513798614344 -0.00059330815312695574 -0.00080309133680368013 0.00088025954202748842 -0.0005144383137424787 -0.00060698340779968677 0.00079178597596991397 2.8069953744610149e-05 6.3717772718518972e-05 -4.6397357364185156e-05 -0.0021594149112934245 -0.00097584276527707152 0.0003202769395070861 0.00096603173704352225 0.00084931895277501703 0.00057771925666284839 -0.00041128209428279664 -0.00061979943949898536 -0.00086977885453961797 0.000831562175657242 0.00050751260823744815 -0.00082133361227953658 0.00056816288519517658 0.00030346401402278357 -0.00076766013458836832 -0.00095292356168751469 7.2645459586055959e-05 -6.1571592392912621e-05 2.0871346927532219e-06 0.00059479294714214859
leaf_weight=43 21 23 22 20 27 21 27 39 32 20 20 31 29 20 24 22 20 22 20 26 32 26 21 27 20 21 40 133 2195 77
leaf_count=43 21 23 22 20 27 21 27 39 32 20 20 31 29 20 24 22 20 22 20 26 32 26 21 27 20 21 40 133 2195 77
internal_value=0 -2.78274e-06 1.63132e-06 -2.55294e-06 3.29429e-06 -2.56778e-06 2.09344e-06 -5.16378e-06 -8.31171e-07 -0.000160128 -0.000312262 -5.39186e-05 -0.000364859 0.000459817 0.000340927 1.10838e-05 2.16814e-05 6.45305e-06 -0.000227437 1.53829e-05 2.08182e-05 1.25355e-05 6.23258e-06 -6.48191e-05 -0.000256043 1.48843e-05 -0.000280419 2.23094e-05 1.75432e-05 0.000179095
internal_weight=0 3100 3077 3034 3012 2992 2965 2938 2917 203 163 143 80 40 63 2714 49 2692 99 2593 2571 2545 2513 79 52 2487 61 2426 2405 210
internal_count=3121 3100 3077 3034 3012 2992 2965 2938 2917 203 163 143 80 40 63 2714 49 2692 99 2593 2571 2545 2513 79 52 2487 61 2426 2405 210
is_linear=0
shrinkage=0.1


Tree=1728
num_leaves=31
num_cat=0
split_feature=130 39 33 9 1 34 33 9 1 4 1 1425 156 11 475 2 12 51 160 475 0 45 0 1 48 13 48 4 48 0
split_gain=0.000443965 0.000691559 0.000423512 0.000457524 0.00153875 0.000444661 0.000499474 0.000961416 0.00126499 0.000547826 0.00118668 0.000803902 0.000719221 0.00137319 0.00227336 0.00145566 0.00125069 0.00124314 0.0028771 0.00239111 0.00108102 0.00080135 0.00079278 0.00342327 0.00071894 0.00206168 0.00188364 0.00138426 0.00133125 0.000915808
threshold=-0.23123999999999997 0.15619500000000003 -0.018454999999999996 0.091905000000000014 0.13332000000000002 -0.097449999999999981 0.078905000000000017 -0.085744999999999988 0.15964000000000003 -0.52556499999999995 0.083135000000000014 0.10499500000000002 0.091335000000000013 0.088065000000000018 0.016915000000000003 0.085785000000000014 0.089150000000000021 -0.12463499999999998 -0.059339999999999997 -0.029109999999999997 -0.061629999999999997 0.094030000000000016 -0.24955499999999997 0.10781 0.12879500000000002 -0.07743499999999999 0.11270000000000001 0.058735000000000009 0.10891500000000001 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 7 -7 9 10 -9 12 21 14 15 16 -14 19 -19 -17 -21 22 23 -11 26 -26 28 -28 29 -24
right_child=1 -3 3 4 -6 6 -8 8 -10 11 -12 -13 13 -15 -16 17 -18 18 -20 20 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00043772796027200379 0.00041047214251011617 -0.00058937886497005825 0.00047219390420650599 -0.00083842243145157305 0.00026036132119406833 -0.0005337193786330959 0.00040507158264517788 -0.0001174568422138691 0.00079369651561137292 0.0013138180155129661 0.00091598864964907993 -0.00058611694100060667 0.0012803517218257878 0.00089563536812024922 -0.00070966811955816328 -0.0011718603805638851 0.00017540336413730985 -2.6082330656268437e-05 0.0013310109420369069 -0.00035070977423207037 0.00066395421246332788 -0.00052560417684763977 -0.00064636482831860042 -0.00051423162512946878 0.00021582699585754504 -0.0011409273969807795 0.0011711639362542686 3.3629467961873163e-05 -0.00078279247365729972 -1.2315221248850292e-05
leaf_weight=23 25 20 20 26 25 34 30 25 20 21 20 24 21 23 31 20 20 61 21 21 21 31 23 20 24 21 23 20 23 2384
leaf_count=23 25 20 20 26 25 34 30 25 20 21 20 24 21 23 31 20 20 61 21 21 21 31 23 20 24 21 23 20 23 2384
internal_value=0 -3.24976e-06 5.58748e-07 -2.7979e-06 -0.000299803 2.24783e-06 -9.04059e-07 -5.02983e-06 1.13037e-06 -4.33938e-06 0.000341852 -9.79982e-06 -4.91059e-06 0.000161073 8.28559e-05 0.000215657 0.000741353 6.59801e-05 0.000321466 -0.000271921 0.000156622 -2.02272e-05 -1.41051e-05 0.000422086 -2.12075e-05 -0.000417325 -1.39995e-05 0.000642078 -2.56091e-05 -1.83739e-05
internal_weight=0 3098 3078 3053 51 3002 2982 2952 2918 2898 45 2853 2829 239 216 185 41 144 82 62 42 2590 2559 41 2518 45 2473 43 2430 2407
internal_count=3121 3098 3078 3053 51 3002 2982 2952 2918 2898 45 2853 2829 239 216 185 41 144 82 62 42 2590 2559 41 2518 45 2473 43 2430 2407
is_linear=0
shrinkage=0.1


Tree=1729
num_leaves=31
num_cat=0
split_feature=156 475 12 153 474 157 156 157 1446 51 1375 48 157 52 456 151 150 1348 0 149 150 150 52 16 1447 16 483 12 484 1456
split_gain=0.000379958 0.00116686 0.00146682 0.000865376 0.000766818 0.000634265 0.00298363 0.00267886 0.00133658 0.00132355 0.00119579 0.00572995 0.00128263 0.000812793 0.000595421 0.00105316 0.00161222 0.00142922 0.00167886 0.00111005 0.000998538 0.000968371 0.000537463 0.000617546 0.0022552 0.00202057 0.00138508 0.00243619 0.00213015 0.001543
threshold=0.3248100000000001 0.080035000000000009 0.093105000000000007 0.086100000000000024 -0.42010499999999995 -0.087424999999999989 0.086860000000000007 -0.086649999999999991 0.085345000000000018 -0.0046749999999999995 -0.15308499999999997 0.087555000000000008 -0.085709999999999995 -0.23375999999999997 -0.091084999999999985 0.13340000000000005 0.12558000000000002 -0.047944999999999995 -0.24955499999999997 0.097720000000000015 0.116995 0.10635000000000001 -0.55692499999999978 -0.0087049999999999992 -0.085024999999999989 -0.0098449999999999979 0.098395000000000024 0.084100000000000022 0.10126500000000001 0.085665000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 8 -7 9 -6 11 -9 -12 -11 -14 16 17 -16 -19 20 21 22 -20 25 -25 26 28 -28 29 -24
right_child=-2 2 -4 -5 5 7 -8 10 -10 13 12 -13 14 -15 15 -17 -18 18 19 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.00060111824755689934 -0.00040494639429000575 6.3831565840801995e-05 0.0011154662595973129 -0.00066101953336328734 0.00093954440248622149 0.0011578883894253521 -0.00098140707626510914 -0.0016024526789503097 -0.00056804172490956264 0.00049630962457740684 0.0007837395361136823 0.00054028139532489997 0.00047557157567308211 -0.00033234585531192415 -0.00084944826725404706 -0.00067907782301873621 0.00076935039962538424 0.00067734288653203598 0.00036454262132256423 -0.00071755741598529066 -0.00060925111088349867 0.00063430265145143501 3.2095674718197515e-05 -0.0011047103087462131 -5.4576276159332456e-05 0.00095511513095318697 -0.00015288947369509304 0.0012296704160398805 -0.00074433541035671773 -0.00048888062974891894
leaf_weight=21 23 36 21 20 22 20 37 24 24 20 21 26 26 29 20 23 27 36 39 22 27 24 1560 21 781 23 26 25 38 59
leaf_count=21 23 36 21 20 22 20 37 24 24 20 21 26 26 29 20 23 27 36 39 22 27 24 1560 21 781 23 26 25 38 59
internal_value=0 3.00639e-06 0.000451276 -5.3959e-06 -1.05546e-06 -5.27068e-06 -0.000219598 4.59375e-06 7.71067e-05 0.000295185 -3.50523e-06 -0.000488231 5.15678e-06 5.88087e-06 -7.30955e-07 -5.23254e-06 4.48704e-07 -7.23747e-06 -9.54655e-07 -1.01867e-05 -4.25372e-06 2.03862e-06 -3.8612e-06 -9.53342e-06 -8.20736e-05 2.40756e-05 1.15382e-05 0.000524836 -4.26038e-06 1.31101e-05
internal_weight=0 3098 57 3041 3021 3000 132 2868 95 71 2848 50 2798 49 2777 2751 2728 2701 2681 2645 2623 2596 2572 2533 802 1731 1708 51 1657 1619
internal_count=3121 3098 57 3041 3021 3000 132 2868 95 71 2848 50 2798 49 2777 2751 2728 2701 2681 2645 2623 2596 2572 2533 802 1731 1708 51 1657 1619
is_linear=0
shrinkage=0.1


Tree=1730
num_leaves=31
num_cat=0
split_feature=1429 156 1428 1426 1419 1429 1429 475 1429 1429 471 474 484 2 49 474 457 51 3 2 2 3 33 374 120 40 39 39 13 11
split_gain=0.000402267 0.00104254 0.00116697 0.00055553 0.000750115 0.000576078 0.000509243 0.00240937 0.00327205 0.000683455 0.00157177 0.000636704 0.00279115 0.00966559 0.00426143 0.00256264 0.00114619 0.00215261 0.00119792 0.00114574 0.000983669 0.000714142 0.00057155 0.000500977 0.000623768 0.0012135 0.000753499 0.000939643 0.000829328 0.00069163
threshold=0.12521000000000002 0.3248100000000001 0.10256000000000001 -0.082379999999999995 0.098075000000000009 0.096095000000000014 -0.066319999999999976 0.05680000000000001 -0.089414999999999981 -0.011139999999999999 0.093375000000000014 0.08393500000000001 0.085790000000000019 0.087470000000000006 0.08610000000000001 0.081755000000000008 -0.085584999999999981 -0.025069999999999999 -0.085384999999999975 0.091265000000000013 0.093320000000000014 -0.082974999999999979 -0.044254999999999996 0.091075000000000017 0.088020000000000015 -0.24134999999999998 0.11536 0.10940500000000002 -0.041739999999999992 0.097680000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5 -8 11 15 14 -14 16 22 18 20 -13 -15 21 -18 -11 24 25 -24 27 29 -28 -27
right_child=-2 -3 -4 4 -6 -7 9 -9 -10 10 -12 12 13 19 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00052874173779855489 0.00044703966599627163 -0.00070508224411501693 0.00071154345426728712 -9.0325501083430865e-05 -0.00044748367792414459 0.0004570102695392312 -0.00058764871093444529 -0.00065514624584466223 0.0015525889969549927 0.00051620722792687873 0.00084096644396512699 -0.00017908098608521478 -0.0024875488550779191 0.00035490534824526144 0.0014107431872703491 0.00091133906868391581 -0.00010484356052157555 -0.00098000775427452389 0.00090230756846722228 -0.00047446321545829693 -0.00037599639364112271 0.00068393357117505122 0.0007322862024673007 0.000478767199664227 -0.00055442120037263356 -6.3126333662726079e-06 3.2401043572463099e-05 0.0006296928435483057 -0.00085733560098643377 -0.00047432747523998845
leaf_weight=20 20 21 23 27 37 28 20 20 22 21 22 21 21 36 21 31 22 31 20 31 39 24 22 21 21 2382 20 23 22 32
leaf_count=20 20 21 23 27 37 28 20 20 22 21 22 21 21 36 21 31 22 31 20 31 39 24 22 21 21 2382 20 23 22 32
internal_value=0 -2.8832e-06 1.90452e-06 -3.4346e-06 2.47817e-08 5.54405e-06 1.29067e-06 0.000269786 0.00064731 -5.09107e-06 -1.04974e-06 -7.52452e-06 -0.00015487 -0.000615572 7.28922e-05 7.57912e-06 -0.000106056 -0.000266692 0.000348426 -2.88323e-05 -6.54132e-06 0.000306692 -3.34777e-06 -7.63824e-06 -1.16884e-05 -7.13127e-06 -1.36933e-05 -6.45558e-06 -0.000433651 -1.25166e-05
internal_weight=0 3101 3080 3057 3037 3000 2972 69 49 2903 2883 2861 266 88 178 2595 157 116 41 67 85 46 2564 2543 2522 2501 2479 2437 42 2414
internal_count=3121 3101 3080 3057 3037 3000 2972 69 49 2903 2883 2861 266 88 178 2595 157 116 41 67 85 46 2564 2543 2522 2501 2479 2437 42 2414
is_linear=0
shrinkage=0.1


Tree=1731
num_leaves=31
num_cat=0
split_feature=33 9 16 129 42 3 15 3 128 4 42 0 2 403 376 12 12 13 12 3 13 13 52 159 15 13 13 2 1453 1212
split_gain=0.000394615 0.00050268 0.00314936 0.00038894 0.00183888 0.00151953 0.00124978 0.00253615 0.00156975 0.00136885 0.001291 0.00118253 0.000959805 0.0008209 0.000647764 0.00056395 0.0023399 0.00223206 0.00438221 0.00476938 0.00296451 0.00254099 0.00531431 0.0104354 0.00362635 0.00179164 0.00173948 0.00221129 0.00159583 0.00154051
threshold=-0.012019999999999998 0.091600000000000015 -0.4179199999999999 0.083780000000000007 -0.16797499999999996 -0.13927999999999999 -0.069954999999999989 -0.092174999999999993 0.089035000000000017 -0.085594999999999991 -0.22961999999999996 -0.081204999999999986 0.097385000000000013 -0.079704999999999984 -0.11750499999999998 0.085955000000000018 0.085785000000000014 -0.081829999999999986 0.086700000000000013 -0.081574999999999995 -0.080519999999999994 -0.084034999999999985 0.008405000000000001 -0.032739999999999991 -0.026084999999999994 -0.079299999999999995 -0.08645499999999999 0.087675000000000017 -0.0067199999999999994 -0.088629999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -5 10 8 -8 -9 -7 -11 -12 -13 -6 16 29 18 19 -17 -19 26 24 -24 -23 -22 -20 -28 -27 -16
right_child=1 2 -4 5 14 6 7 9 -10 11 12 13 -14 -15 15 17 -18 20 21 -21 25 22 23 -25 -26 28 27 -29 -30 -31
leaf_value=-0.0003737238979998178 -0.00096835171571001415 -0.00040325113009673485 0.0011283270937856287 0.00089099767248389207 0.0005610326022724622 0.0009735927179766199 -0.000197242523565711 0.00082428521921180877 -0.001435131915495731 -0.00048186190267044467 0.00056354770623147485 -0.00024804725932578247 -0.00026341135344409849 0.00054715479662477537 0.00067609395836339473 0.0017315312964557154 -0.0010846302998702001 -0.00076999455233767047 7.09421650078314e-05 -0.00019447984057478608 0.00071478725453330712 0.00075274337315931915 -0.00021548414502335205 0.0028309098262663769 -0.00089072996122232682 0.00059385537192261284 0.00016229142775409856 -0.0010929146063517693 -5.8200256625604012e-05 -6.2233716487650038e-05
leaf_weight=28 20 29 25 23 20 24 21 22 20 38 25 21 32 34 29 36 22 54 245 20 33 25 22 23 29 39 25 32 998 1107
leaf_count=28 20 29 25 23 20 24 21 22 20 38 25 21 32 34 29 36 22 54 245 20 33 25 22 23 29 39 25 32 998 1107
internal_value=0 3.38321e-06 0.000305813 -1.99067e-06 -1.29332e-05 0.000114968 3.96575e-05 -0.000125814 -0.000801091 0.000114937 0.000358343 -5.28654e-05 9.929e-05 0.000243532 -6.00738e-06 -1.01479e-05 -6.31674e-05 2.86862e-05 0.000215029 0.00104367 -4.70776e-05 9.93081e-05 0.000538967 0.00134156 -0.000129863 -1.05939e-05 -4.48184e-05 -0.000542386 -3.36774e-05 -4.33856e-05
internal_weight=0 3093 54 3039 2779 260 237 156 41 115 81 93 57 55 2759 2739 1158 1581 457 56 1124 401 99 45 54 1070 302 57 1037 1136
internal_count=3121 3093 54 3039 2779 260 237 156 41 115 81 93 57 55 2759 2739 1158 1581 457 56 1124 401 99 45 54 1070 302 57 1037 1136
is_linear=0
shrinkage=0.1


Tree=1732
num_leaves=31
num_cat=0
split_feature=106 34 34 40 295 10 42 4 13 13 2 2 4 14 2 147 15 48 147 3 1 3 3 150 1 1 475 3 124 1
split_gain=0.000363699 0.00105285 0.00237465 0.000777489 0.000754851 0.000628911 0.0027188 0.000458837 0.000396012 0.00259856 0.00102734 0.00183652 0.00120153 0.000609798 0.00239646 0.00146118 0.00136238 0.000914432 0.00114201 0.00095942 0.00246211 0.00125929 0.00277963 0.00256591 0.00240449 0.00352272 0.00293283 0.00120698 0.00267612 0.00384932
threshold=0.085275000000000004 -0.081364999999999993 -1.0000000180025095e-35 -0.07632499999999999 0.084000000000000005 -0.010699999999999999 0.086730000000000015 0.62736500000000006 -0.17933499999999997 -0.40078499999999995 0.10045500000000002 0.11728500000000001 0.27834500000000006 0.078235000000000013 0.082850000000000021 0.10479500000000001 1.0000000180025095e-35 -0.11155999999999998 0.094705000000000011 0.11924500000000002 0.11507500000000002 0.076840000000000006 0.088060000000000013 0.10314000000000002 0.10205500000000002 0.092945000000000014 -0.010194999999999997 -0.0087149999999999988 -0.0066649999999999991 0.094220000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 -4 8 9 10 -7 -12 -13 15 -15 17 -16 -10 19 21 -21 27 -23 24 25 26 -24 -19 -29 -30
right_child=4 2 5 -5 -6 7 -8 -9 13 -11 11 12 -14 14 16 -17 -18 18 -20 20 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-6.1861002759542319e-05 0.00066305631332215856 0.00093570995420493453 -0.00088193581386325319 -0.00093305380710045861 -6.0791155427817583e-05 0.00073039089154917751 0.00033965113140376553 0.00040378277314760328 -0.00062072843176555698 -0.00091180121734006604 -0.00062821594388772026 0.00078925375855760655 -0.00024171170080080631 -0.0011296140127619173 -0.00057842870675293469 0.00086503180769796021 0.00042061188951498856 1.2080367989380034e-05 0.00069921734611853035 -0.0012882634774359757 0.00013485997239308012 0.0011050638421720854 -0.00055463780707214032 -0.00096502645756118004 0.00099243483598456818 -0.0011764383933041246 0.00099858223712221989 0.00015599218884879655 -2.2063038508909255e-06 -0.0017400895226746798
leaf_weight=20 25 27 38 21 34 20 35 28 23 35 34 26 20 23 21 20 39 2296 24 20 31 33 20 20 32 20 31 54 26 25
leaf_count=20 25 27 38 21 34 20 35 28 23 35 34 26 20 23 21 20 39 2296 24 20 31 33 20 20 32 20 31 54 26 25
internal_value=0 -4.73857e-06 2.09264e-06 -0.000508082 0.000245924 -6.32676e-06 -0.000296243 9.18679e-07 -2.98046e-06 -0.000170209 8.93484e-05 -7.09122e-05 0.000341008 5.20513e-06 -0.000261738 1.34879e-05 7.09477e-05 7.07321e-06 1.25593e-05 6.24038e-06 -0.000423228 1.48062e-05 0.000290122 7.1479e-05 0.000272742 -5.16264e-05 0.000389476 -3.08184e-06 -0.000334629 -0.00085411
internal_weight=0 3062 3021 41 59 2994 73 2921 2893 135 100 80 46 2758 83 2675 60 2655 2632 2608 51 2557 156 123 103 71 51 2401 105 51
internal_count=3121 3062 3021 41 59 2994 73 2921 2893 135 100 80 46 2758 83 2675 60 2655 2632 2608 51 2557 156 123 103 71 51 2401 105 51
is_linear=0
shrinkage=0.1


Tree=1733
num_leaves=31
num_cat=0
split_feature=1429 472 471 1456 42 1456 1454 1456 1456 403 403 1208 3 403 403 402 133 43 1211 1211 1211 1211 16 475 2 456 456 151 12 157
split_gain=0.000402346 0.00112886 0.00057929 0.000516289 0.00138347 0.001161 0.00073675 0.000601607 0.000762559 0.00172336 0.00158377 0.00152371 0.00398447 0.0029203 0.000766112 0.00235739 0.00073639 0.00231902 0.00133865 0.00141208 0.000665091 0.00100465 0.00152888 0.000601101 0.0024145 0.000610719 0.00184809 0.00143314 0.00251017 0.000789209
threshold=-0.23752499999999996 -0.19476999999999997 0.10338500000000002 0.10620000000000002 0.094725000000000018 0.094080000000000011 0.093640000000000015 0.088020000000000001 0.085790000000000019 -0.55327499999999985 -0.54856499999999986 0.099975000000000008 -0.080289999999999986 -0.52800499999999995 -0.41825499999999993 -0.45015499999999992 0.51314000000000015 0.05259500000000001 0.11789500000000001 0.11013500000000002 0.087635000000000005 0.090815000000000021 -0.086699999999999985 0.055635000000000011 0.10060500000000001 0.091580000000000009 0.089235000000000023 -0.078754999999999978 0.085700000000000012 -0.087424999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 7 -5 8 9 -3 -11 13 -13 -12 15 -15 18 -18 19 20 23 -22 -23 25 -25 26 29 28 -27 -16
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 11 12 -14 14 16 -17 17 -19 -20 -21 21 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.00042613988242175602 0.00061347190601130329 0.00086337600546951016 -0.00050291965422018063 -0.0004166949300270062 0.00094823032788034266 -0.00063507212606933106 0.00036685990174494996 0.00040145334677544193 -0.0004751441323605832 -0.00085090895828960299 -0.00097424354284040388 0.0015989551751685906 -0.00019701837736647577 -0.00041430343338288365 -0.00027390215480928808 0.00082964771292888789 0.00035995902366093581 -0.0010789828600536566 0.00063339909988413144 -0.00072695451542838588 0.00086511997876434835 -0.00052577656638079691 0.000654379420337223 -0.00021160578330498979 0.0011600451078265905 -3.8042924383522146e-05 -0.00084687487227104929 -0.00034864570107311012 0.0014082641773191947 -1.9172548667094242e-06
leaf_weight=22 30 23 23 24 21 29 24 37 34 22 31 21 30 25 112 39 21 24 33 27 22 23 21 33 21 28 27 25 21 2248
leaf_count=22 30 23 23 24 21 29 24 37 34 22 31 21 30 25 112 39 21 24 33 27 22 23 21 33 21 28 27 25 21 2248
internal_value=0 3.02519e-06 -2.94203e-06 8.33245e-07 0.000271258 -5.43458e-06 -2.49175e-05 7.59281e-07 -4.3337e-06 1.23027e-06 -5.71765e-06 8.48106e-07 0.0005425 -9.0851e-06 1.79486e-06 0.000343729 -6.35249e-06 -0.000407477 4.82261e-07 -7.52627e-06 -2.88945e-10 0.00031336 3.74797e-05 -8.22365e-06 0.000321814 -1.54654e-05 -2.42366e-05 0.000267462 0.000581803 -1.4825e-05
internal_weight=0 3099 3069 3046 69 2977 48 2948 2911 2877 2854 2832 51 2781 2750 64 2686 45 2641 2608 2581 66 44 2515 54 2461 2387 74 49 2360
internal_count=3121 3099 3069 3046 69 2977 48 2948 2911 2877 2854 2832 51 2781 2750 64 2686 45 2641 2608 2581 66 44 2515 54 2461 2387 74 49 2360
is_linear=0
shrinkage=0.1


Tree=1734
num_leaves=31
num_cat=0
split_feature=151 1372 457 456 1375 150 457 150 448 0 0 160 160 484 1429 1212 160 481 15 0 12 2 4 12 474 4 483 133 0 51
split_gain=0.000351986 0.000470832 0.000605507 0.000450483 0.000399649 0.00112908 0.000616825 0.00116844 0.00146212 0.000899149 0.000765101 0.000499024 0.00139212 0.00114691 0.00135011 0.00106862 0.00159053 0.00356671 0.00174878 0.00238747 0.00126321 0.00308443 0.00227675 0.00175592 0.00182361 0.00165034 0.00175166 0.00194907 0.000889833 0.00081326
threshold=-0.5666199999999999 -0.065504999999999994 -0.23865499999999998 -1.0000000180025095e-35 -0.4078199999999999 0.12706500000000001 0.11612500000000002 0.11117000000000002 -0.069874999999999979 -0.26343999999999995 -0.23811499999999999 -0.089549999999999991 -0.087874999999999995 -0.081614999999999979 -0.060529999999999994 0.087615000000000012 -0.54913999999999985 -0.082049999999999984 0.11601500000000002 -0.077259999999999981 0.089005000000000015 0.095545000000000005 -0.0024449999999999997 0.087995000000000004 0.085295000000000024 -0.082594999999999988 0.085835000000000009 0.085075000000000026 -0.091354999999999978 0.024995000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 9 -9 -6 -11 13 -13 -12 -15 16 17 -16 20 -20 23 22 -22 24 25 -18 27 -27 -28 -23
right_child=1 2 3 4 5 -7 -8 8 -10 10 11 12 -14 14 15 -17 18 -19 19 -21 21 29 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.00040802527163621223 -0.00038436094364442398 0.00053634523563752211 -0.00040173158091160333 -0.00037481184782726425 0.00067272333690198143 0.00068788697844865973 0.00055269962816964838 0.00023141852912626098 -0.00080354674773377315 -0.00058757061805491425 0.0006871152094860126 -0.00082459036299648383 -6.7848751274900265e-06 0.00085960177500965073 0.0015013992381484613 -0.00062927081453381108 -0.00059436284936964512 -0.00017924571792328999 -0.0013781848082241293 0.00012972149166411587 0.0015317734599543306 0.00014289744688609902 0.00026287211080817805 -0.00092978233138141643 -0.00087384040598408323 0.00010788478604000477 0.00028986296127966074 0.0012986731237365999 -0.00045232896292873192 -0.00067342591823746822
leaf_weight=21 32 21 28 28 20 24 20 21 39 22 31 21 2363 20 23 24 25 28 21 21 26 26 31 22 20 27 35 28 30 23
leaf_count=21 32 21 28 28 20 24 20 21 39 22 31 21 2363 20 23 24 25 28 21 21 26 26 31 22 20 27 35 28 30 23
internal_value=0 -2.76406e-06 1.21609e-06 -2.47203e-06 1.23094e-06 4.75124e-06 -7.74635e-07 -4.53082e-06 -0.000441309 4.54666e-06 -1.14499e-07 4.42822e-06 -1.39887e-05 9.96689e-05 5.73181e-05 1.81823e-05 5.84384e-05 0.000578692 -2.07644e-05 -0.000624232 6.57395e-05 0.000341525 0.000841669 -9.05883e-05 2.13042e-05 0.000144772 0.000298759 0.000714104 -5.26872e-05 -0.000240275
internal_weight=0 3100 3068 3047 3019 2991 2967 2947 60 2887 2867 2845 2384 461 430 410 386 51 335 42 293 106 57 187 165 145 120 55 65 49
internal_count=3121 3100 3068 3047 3019 2991 2967 2947 60 2887 2867 2845 2384 461 430 410 386 51 335 42 293 106 57 187 165 145 120 55 65 49
is_linear=0
shrinkage=0.1


Tree=1735
num_leaves=31
num_cat=0
split_feature=1429 155 16 51 155 11 11 475 0 11 11 11 1 120 39 156 156 4 16 160 448 33 9 43 150 49 3 52 16 0
split_gain=0.000358856 0.000929524 0.000517912 0.0023319 0.00134578 0.000679557 0.00108969 0.000687063 0.000723361 0.000714747 0.000823887 0.000799694 0.000667384 0.00118305 0.00117136 0.00089069 0.00179365 0.0017371 0.00103275 0.00104057 0.000851043 0.000823573 0.00257796 0.000759018 0.00420024 0.00260822 0.00275526 0.00188481 0.00217024 0.00334699
threshold=-0.23752499999999996 0.14721000000000004 0.62925500000000012 -0.21316999999999997 0.12509500000000004 0.10553000000000001 0.095720000000000013 -0.10664 -0.082284999999999983 0.086595000000000019 0.081365000000000007 0.079915000000000014 0.16540500000000002 1.0000000180025095e-35 0.14059500000000003 0.091335000000000013 0.097165000000000015 -0.015624999999999998 0.40391000000000005 -1.0000000180025095e-35 -0.083689999999999987 -0.012019999999999998 0.091600000000000015 -0.085594999999999991 0.10874500000000002 0.097940000000000013 -0.086224999999999982 -0.14765999999999999 0.15891500000000003 -0.038659999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 -2 10 11 12 13 14 15 20 17 -17 19 -18 -9 -22 23 24 25 27 -27 -23 29 -29
right_child=1 -3 3 -5 -6 -7 -8 9 -10 -11 -12 -13 -14 -15 -16 16 18 -19 -20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00040245090541165239 4.8576634088974622e-05 0.00057641908351797617 0.00022386478030475207 -0.0010119062396160398 0.00082113738797488615 0.00050711078175271938 -0.00065090963751292578 -0.00050597636577939353 -0.0007475404171273113 0.00041999551598919646 -0.00049728501136555821 0.00062008684892914199 0.00053712808192991044 -0.00055790394115702883 0.00076642053179966753 0.001462206249125302 4.4690671359148837e-05 0.00017451849734325981 0.00047257946634262396 -0.00075253867676523941 -0.00059243968765561783 0.00063516948059008562 0.0010065320543944836 -4.2207430320662964e-05 0.0013590097520500422 3.6700878020686407e-05 -0.0015317549435643568 4.6602473485438656e-06 -0.00091848379891851673 0.0012784243127415803
leaf_weight=22 21 28 37 26 20 26 26 35 25 41 33 21 23 38 20 20 64 22 37 22 24 58 25 1961 25 24 21 331 23 22
leaf_count=22 21 28 37 26 20 26 26 35 25 41 33 21 23 38 20 20 64 22 37 22 24 58 25 1961 25 24 21 331 23 22
internal_value=0 2.85702e-06 -2.37246e-06 -0.000286136 3.57072e-06 -1.90161e-06 -6.36965e-06 -6.61866e-07 -0.000384096 5.44123e-06 -5.24624e-07 5.29679e-06 6.77612e-07 -3.77346e-06 3.92843e-06 -1.69052e-06 0.000223475 0.000787703 3.08113e-05 -0.000159252 -1.62658e-05 -9.44798e-06 -3.82879e-06 -1.40759e-05 9.53805e-05 2.94291e-05 -0.000695245 0.000104568 2.27201e-05 8.4045e-05
internal_weight=0 3099 3071 63 3008 2988 2962 2936 46 2890 2849 2816 2795 2772 2734 2714 165 42 123 86 2549 2514 2490 2465 504 479 45 434 376 353
internal_count=3121 3099 3071 63 3008 2988 2962 2936 46 2890 2849 2816 2795 2772 2734 2714 165 42 123 86 2549 2514 2490 2465 504 479 45 434 376 353
is_linear=0
shrinkage=0.1


Tree=1736
num_leaves=31
num_cat=0
split_feature=33 9 1 40 130 132 1186 393 1213 131 15 42 13 16 3 4 12 50 133 0 157 0 1429 1 2 0 401 133 51 2
split_gain=0.000409135 0.00049958 0.00117302 0.000470508 0.0011394 0.000426214 0.00841311 0.00639223 0.000680774 0.00083044 0.0021326 0.00108731 0.00126111 0.000895974 0.000794341 0.000665365 0.000800974 0.000531581 0.00258235 0.00258564 0.00091202 0.000774639 0.00184347 0.00275395 0.00194389 0.00132129 0.00190526 0.00430911 0.00231648 0.00325135
threshold=-0.018454999999999996 0.091905000000000014 0.13332000000000002 -0.24290999999999999 -0.22229499999999999 -0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.085835000000000009 -0.076979999999999979 0.090750000000000011 -0.018024999999999996 0.0036400000000000004 -0.082779999999999979 -0.089089999999999989 0.62931500000000018 -0.23059999999999997 -0.099524999999999988 0.090665000000000009 -0.067094999999999988 0.63604500000000008 0.12411500000000002 -0.0091699999999999993 0.098700000000000024 0.10584500000000001 -0.070889999999999995 -0.078179999999999986 0.41553500000000004 0.067785000000000012 0.10188000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 8 15 9 -6 11 12 13 -11 -13 16 -7 18 19 -18 21 25 -23 24 -24 -19 -27 28 -28 -30
right_child=1 2 -4 4 5 7 -8 -9 -10 10 -12 14 -14 -15 -16 -17 17 20 -20 -21 -22 22 23 -25 -26 26 27 -29 29 -31
leaf_value=0.00040291822981089356 -0.00044853221523858929 -0.00078704501412665622 0.00015402365199945593 0.00070663363946115842 0.00044206995201031017 0.00051281119156027996 0.002037049622075366 -0.001791715224971995 -0.00050804664846509689 -0.00035493169076895962 -0.0010292174197578184 4.0214651817223058e-05 -0.00079393154724543408 0.00053109513595700258 0.00093147303909063344 -0.00049147250198681536 -0.00075362234937903635 2.383793061941823e-05 0.00094036995557390205 0.00043250273916783049 -0.00068012629519216723 -0.00056947106684674515 0.00062746541680098751 0.0015140257935854608 -0.00061073046111102618 0.00073108364908282817 -0.0002470982437403614 -0.0015065829056159904 0.00097905167575645913 -0.00020689720854620043
leaf_weight=25 23 26 27 23 35 31 21 20 30 21 21 20 22 25 20 27 34 1982 34 40 20 20 32 20 21 23 360 24 41 53
leaf_count=25 23 26 27 23 35 31 21 20 30 21 21 20 22 25 20 27 34 1982 34 40 20 20 32 20 21 23 360 24 41 53
internal_value=0 -3.25354e-06 -0.000307633 2.04784e-06 5.47941e-06 9.85134e-08 0.000135752 -1.03851e-05 -7.0059e-05 1.00607e-05 -0.000107151 7.21396e-05 -0.000171216 0.000126605 0.000485844 2.51374e-06 7.39039e-06 1.59599e-06 0.000218977 -0.000112474 -7.4476e-06 -2.22494e-06 0.000281125 0.000514165 0.00013686 -1.28377e-05 -0.00015793 -0.000200707 -0.000131674 0.000310378
internal_weight=0 3096 53 3043 3020 2997 215 2782 194 164 129 108 68 46 40 2762 2735 2704 108 74 2596 2576 93 73 53 2483 501 478 454 94
internal_count=3121 3096 53 3043 3020 2997 215 2782 194 164 129 108 68 46 40 2762 2735 2704 108 74 2596 2576 93 73 53 2483 501 478 454 94
is_linear=0
shrinkage=0.1


Tree=1737
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1210 402 1209 403 0 403 132 132 131 43 400 43 132 15 393 12 12 403 402 402 1210 1176 124 4 376 376 43
split_gain=0.000393045 0.00126798 0.000674106 0.00292488 0.0005926 0.000663981 0.000734092 0.00218907 0.00097126 0.00053214 0.00085872 0.000715852 0.000675516 0.00101752 0.000740619 0.000712421 0.00703734 0.00658856 0.00094781 0.000948869 0.000992019 0.000584448 0.000832153 0.000836235 0.000550083 0.000491265 0.000948241 0.000792188 0.000570294 0.000601038
threshold=0.11846000000000001 0.10383000000000002 0.2506000000000001 -0.14175499999999996 0.13775000000000001 0.10656 -0.5341999999999999 -0.086234999999999992 -0.51385999999999987 -0.45528999999999992 -0.40070499999999992 0.13834500000000002 0.40735000000000005 0.10782000000000001 0.31463000000000002 -0.083284999999999984 0.085465000000000013 0.11170000000000001 0.088245000000000004 0.087145000000000014 -0.083654999999999993 -0.47157999999999994 -0.45454999999999995 0.094410000000000008 0.085295000000000024 0.091025000000000009 0.08184000000000001 0.11357500000000002 0.089985000000000023 -0.51144999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -8 -10 -11 12 14 -14 15 16 18 21 19 20 -12 -17 -23 24 25 27 -27 28 29 -24
right_child=-2 -3 -4 4 -6 -7 8 -9 9 10 11 -13 13 -15 -16 17 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012132744453265333 0.00038718425180202481 -0.0006294688741036226 -0.00046841066485891743 0.00033255321184350625 -0.00052940700788028721 0.00057792697509285063 0.00057196868156703811 -0.0010796024079394082 0.00051407494174782187 -0.0005270058210308273 -0.00079552461160346864 0.00059832982369698593 0.00080761295603588238 -0.00014934457081835717 -0.00061460839933715763 -0.00046333703837633409 0.0018060279200258463 -0.0017788333762880594 -0.00071882817163978791 0.00042687475568417349 0.00020047680540301373 0.00048177009561590649 0.00038721522330888549 -0.00063082607535068838 0.00042147909576493894 0.00011002844928399377 -0.00081939172873500782 0.00061512380516866132 -0.00052058063613783033 -3.6592578370137161e-06
leaf_weight=20 26 32 30 21 21 20 30 23 20 31 20 20 25 20 20 27 23 21 22 33 20 36 40 21 31 23 21 21 21 2382
leaf_count=20 26 32 30 21 21 20 30 23 20 31 20 20 25 20 20 27 23 21 22 33 20 36 40 21 31 23 21 21 21 2382
internal_value=0 -3.2526e-06 3.28966e-06 7.95534e-06 -4.54545e-08 3.66998e-06 -1.94464e-07 -0.000405619 5.89798e-06 3.80368e-08 -3.53414e-06 2.16576e-06 -2.05189e-06 0.000382298 -8.26891e-06 -3.87833e-06 0.000236528 -1.46075e-05 -0.000143456 2.9944e-05 -0.000297524 -4.82951e-07 4.33102e-06 -2.38297e-06 2.81487e-06 -2.36001e-06 -0.000333558 3.55425e-06 -1.7028e-06 2.79614e-06
internal_weight=0 3095 3063 3033 3013 2992 2972 44 2928 2898 2878 2847 2827 45 2782 2762 118 2644 95 73 40 2623 2596 2560 2539 2508 44 2464 2443 2422
internal_count=3121 3095 3063 3033 3013 2992 2972 44 2928 2898 2878 2847 2827 45 2782 2762 118 2644 95 73 40 2623 2596 2560 2539 2508 44 2464 2443 2422
is_linear=0
shrinkage=0.1


Tree=1738
num_leaves=31
num_cat=0
split_feature=1185 1186 403 42 403 403 401 0 4 1212 133 1210 1212 402 403 402 130 132 132 402 52 52 401 402 402 132 16 400 133 3
split_gain=0.00034245 0.000866426 0.00038953 0.00224166 0.0013036 0.000808428 0.000459113 0.00158536 0.00421664 0.00143983 0.00131476 0.000685193 0.000440167 0.000795963 0.00167832 0.000503899 0.000679575 0.000885418 0.00121137 0.000577287 0.00198668 0.00160758 0.00137486 0.000921976 0.000902767 0.000697174 0.00129504 0.00134663 0.000620303 0.000931975
threshold=-0.10973499999999999 -0.091099999999999987 -0.5492149999999999 0.091205000000000008 -0.53762499999999991 -0.52917499999999984 -1.0000000180025095e-35 -0.069954999999999976 -0.076229999999999978 0.11387000000000001 0.50628500000000021 0.13089000000000003 0.15049500000000002 0.13597000000000001 0.26838000000000006 0.11844500000000001 0.13302000000000003 -0.43443999999999999 -0.26631499999999991 0.095250000000000015 0.085815000000000016 0.047850000000000011 0.093220000000000011 0.092300000000000007 0.089785000000000018 -0.086059999999999984 -0.079109999999999986 -0.016164999999999995 0.26753000000000005 -0.087129999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 7 8 9 -7 11 12 13 15 -15 16 17 -8 -19 23 21 22 -21 24 25 26 27 -20 -27 -30
right_child=1 2 4 -5 5 6 10 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 18 19 20 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.00040246024007155074 0.00049745394815025581 -0.0003129985978982101 -0.00066359574673697358 0.00098362931312294681 0.00054361063348888248 -0.00048253952889986659 -0.00051331353919094379 0.00042722895590346661 -0.0017004757106769833 0.000677600738054025 0.00059311503632547894 -0.00057596183143600473 -0.00047007387445773934 0.0011019651649075968 -0.00011650464013935282 -0.00036307080851820037 0.00048044277686256406 0.00069306360557675362 -6.7870306352583261e-05 -0.00027702306280843911 0.00085472797479323008 -0.00078566320384693849 0.00066527833441796256 -0.0006928051945578773 0.00065802430151961754 7.4111472062074862e-08 0.00027292422198045709 -0.0010673072101781145 0.00010637906725605717 -0.00083681371496905656
leaf_weight=21 35 30 30 24 27 23 34 26 20 20 37 21 20 20 26 39 29 25 26 30 34 22 32 20 20 2334 26 28 20 22
leaf_count=21 35 30 30 24 27 23 34 26 20 20 37 21 20 20 26 39 29 25 26 30 34 22 32 20 20 2334 26 28 20 22
internal_value=0 2.72635e-06 -2.92307e-06 0.00026328 -7.69723e-06 -1.09644e-06 -6.07514e-06 -0.000229752 -0.000500887 5.70606e-05 8.73293e-07 -6.87527e-06 -2.61777e-06 7.3678e-07 0.000413265 -6.18635e-06 -1.03517e-06 -6.25883e-06 2.73893e-07 -6.35187e-06 0.000209783 -5.12664e-05 0.000209326 -1.65698e-05 -1.11075e-05 -1.65564e-05 -0.000306915 -0.000586097 -6.78003e-06 -0.000387674
internal_weight=0 3100 3065 54 3011 2981 2954 89 63 43 2865 2828 2807 2787 46 2741 2702 2673 2639 2614 118 84 62 2496 2476 2456 80 54 2376 42
internal_count=3121 3100 3065 54 3011 2981 2954 89 63 43 2865 2828 2807 2787 46 2741 2702 2673 2639 2614 118 84 62 2496 2476 2456 80 54 2376 42
is_linear=0
shrinkage=0.1


Tree=1739
num_leaves=31
num_cat=0
split_feature=1210 12 12 1208 403 16 402 1212 402 401 1211 133 15 12 402 133 1200 1211 394 129 0 13 128 15 128 128 3 131 400 43
split_gain=0.000383256 0.00288699 0.00322573 0.000988586 0.000511403 0.00320584 0.00141638 0.00065622 0.00131809 0.000994029 0.00130872 0.000623486 0.00131631 0.000858711 0.000917548 0.000837899 0.000514965 0.000817367 0.000603173 0.000625566 0.000949993 0.00135274 0.00279231 0.000912307 0.000782614 0.00216639 0.00217985 0.000759986 0.00157784 0.00126176
threshold=0.0028200000000000005 0.097145000000000023 0.093105000000000007 0.098655000000000007 -0.5335399999999999 -0.079109999999999986 0.31115000000000004 0.13631000000000001 0.13628000000000004 -0.47144999999999992 0.11671000000000002 0.31868000000000002 0.092400000000000024 0.10463500000000002 -0.45015499999999992 0.26753000000000005 0.089625000000000024 0.10636500000000002 0.15288500000000002 0.090795000000000015 -0.074824999999999989 -0.0065549999999999992 0.10378000000000003 0.086495000000000002 0.090375000000000025 0.11876500000000001 -0.092984999999999984 -0.076979999999999979 0.11517000000000001 0.40735000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 7 8 9 -6 11 15 13 14 -13 16 17 18 19 24 21 22 -21 -23 27 26 -26 -11 29 -29
right_child=1 -3 -4 -5 6 -7 -8 -9 -10 10 -12 12 -14 -15 -16 -17 -18 -19 -20 20 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0011508000514004379 3.993180560772433e-05 -0.0007555974478071387 0.001616219466086477 -0.00061963065527379521 0.00066766170758373027 -0.00034092142630149334 -0.00084485883940942595 -0.00044387840528295122 0.00070002268896334711 0.00052984432740441447 -0.00067546352350698977 -0.00015846775320824236 0.00097591441837721518 -0.00042687064221051218 0.00078794760574098861 -0.00056284508045623463 0.00047884248197078706 -0.00061398051806132905 0.00051950904942879626 0.0011867036582164777 0.0006264345423244921 -0.00065559966474651335 -0.00035521279838260107 0.00017563297340371798 4.2791300802491609e-05 0.00040193774206832481 -0.0013049986253983142 -1.459900073979427e-05 -0.00087673557212664978 0.00061758643241773827
leaf_weight=25 37 22 20 26 22 34 20 33 27 26 29 20 20 24 21 27 22 22 22 24 38 31 23 23 21 26 28 2355 21 32
leaf_count=25 37 22 20 26 22 34 20 33 27 26 29 20 20 24 21 27 22 22 22 24 38 31 23 23 21 26 28 2355 21 32
internal_value=0 0.000217452 0.000593015 -5.64719e-06 -3.54226e-07 0.000291164 -6.17079e-06 -4.59598e-07 4.57925e-06 -1.94733e-06 -7.10719e-06 -2.48613e-07 0.000266482 4.81946e-05 0.000326282 -8.52007e-06 -3.00542e-06 -6.94325e-06 -1.94145e-06 -6.27374e-06 0.000200226 3.98709e-05 0.000432149 -0.000301556 -1.7714e-05 -0.00033588 -0.000727374 -7.91018e-06 -1.37165e-05 -6.12396e-06
internal_weight=0 79 57 3042 3016 59 2957 2937 2904 2877 2855 2826 85 65 41 2741 2714 2692 2670 2648 139 101 47 54 2509 75 49 2434 2408 2387
internal_count=3121 79 57 3042 3016 59 2957 2937 2904 2877 2855 2826 85 65 41 2741 2714 2692 2670 2648 139 101 47 54 2509 75 49 2434 2408 2387
is_linear=0
shrinkage=0.1


Tree=1740
num_leaves=31
num_cat=0
split_feature=1213 1208 2 1208 1204 132 0 1203 399 52 1204 1210 393 393 393 33 403 16 1209 13 1177 1186 3 1185 3 3 2 0 43 0
split_gain=0.000406558 0.000422819 0.00368996 0.00179117 0.000505728 0.00288251 0.00827747 0.00720643 0.00317026 0.00132916 0.00130093 0.00080733 0.000719497 0.000800557 0.000836878 0.000557221 0.000514545 0.00273137 0.00123399 0.00190993 0.000493682 0.000984989 0.00197941 0.000872481 0.00055126 0.00222478 0.0020263 0.00169744 0.00247753 0.0015667
threshold=0.51370000000000016 0.10233500000000001 0.088745000000000004 0.089655000000000012 -0.078604999999999994 -0.083284999999999984 -0.082394999999999982 0.088820000000000024 0.08832000000000001 0.077655000000000016 -0.0030749999999999996 0.0028200000000000005 0.10585500000000002 0.092175000000000021 0.085435000000000011 -0.044254999999999996 -0.5335399999999999 -0.078464999999999993 -0.076689999999999994 -0.087529999999999983 -0.074249999999999997 0.057025000000000006 -0.085384999999999975 0.085905000000000009 -0.092644999999999991 -0.096099999999999977 0.088300000000000003 0.10455500000000001 -0.050459999999999998 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 8 9 -1 -7 -6 12 13 14 15 -12 17 -17 19 -18 -20 23 -23 24 25 -22 -27 29 -29 -26
right_child=-2 2 -4 -5 10 7 -8 -9 -10 -11 11 -13 -14 -15 -16 16 18 -19 20 -21 21 22 -24 -25 27 26 -28 28 -30 -31
leaf_value=0.00016259335105515721 0.00044941769825527448 0.0011567670211941451 -0.00042579415030024183 -0.00092843770869963235 0.00065174651578173886 0.00060811325120517902 0.0019162880068290093 -0.0022607442899607124 -0.0013458187586035241 -0.00051699530754593156 0.00050193980735327513 0.00055510413199394513 0.0004667835732107051 -0.00062520430157227179 0.00051985725139578188 0.0011826916137943045 0.0002635354665108025 -0.00041519291825471038 0.00037322674355836532 -0.00098218510538572446 1.4814368916903596e-05 -0.0012225525916437618 0.00010070786113898907 0.00061930199603507804 -3.606118535994522e-05 0.00014149810964833402 0.0015043783024884761 7.2394487058493094e-06 -0.0014731854650017341 0.00053646465673168407
leaf_weight=38 20 26 34 21 31 21 21 20 22 21 21 26 32 21 30 20 20 23 33 32 435 20 26 22 1946 24 20 26 20 49
leaf_count=38 20 26 34 21 31 21 21 20 22 21 21 26 32 21 30 20 20 23 33 32 435 20 26 22 1946 24 20 26 20 49
internal_value=0 -2.89853e-06 0.000259982 -8.08526e-06 -1.68546e-06 -0.000185237 0.000207563 -0.00069841 -0.000390491 4.5559e-05 7.43786e-06 4.19745e-07 -4.69437e-06 -1.01059e-05 -5.43762e-06 -1.11953e-05 -1.51629e-05 0.000328009 -2.06834e-05 -0.000503062 -1.11131e-05 -1.60139e-05 -0.000474623 -7.71494e-06 -1.31889e-05 8.33565e-05 0.000760989 -3.5847e-05 -0.000636424 -2.19991e-05
internal_weight=0 3101 60 3041 3020 143 81 62 60 42 2877 2846 2820 2788 2767 2737 2716 43 2673 52 2621 2588 46 2542 2520 479 44 2041 46 1995
internal_count=3121 3101 60 3041 3020 143 81 62 60 42 2877 2846 2820 2788 2767 2737 2716 43 2673 52 2621 2588 46 2542 2520 479 44 2041 46 1995
is_linear=0
shrinkage=0.1


Tree=1741
num_leaves=31
num_cat=0
split_feature=399 130 1204 132 130 0 399 398 131 1209 1208 15 15 42 42 403 12 403 403 52 52 13 15 1446 1213 15 13 15 52 12
split_gain=0.000365803 0.000695962 0.000580013 0.00422483 0.00756415 0.00244635 0.000695345 0.00116991 0.000604586 0.000715541 0.00067376 0.00285098 0.000563706 0.00126516 0.00268443 0.00236297 0.00305976 0.00251562 0.00183898 0.00351692 0.00322452 0.00205012 0.00196768 0.00177493 0.0012202 0.00117339 0.00123258 0.00200649 0.00112166 0.0009207
threshold=-0.065739999999999979 0.084685000000000024 -0.036244999999999993 -0.083284999999999984 0.006490000000000001 -0.086074999999999985 0.08845500000000002 0.099290000000000003 0.13767000000000004 0.14268500000000003 0.097165000000000015 0.090750000000000011 0.09116500000000001 0.089905000000000013 0.088670000000000013 -0.083919999999999981 0.090840000000000018 -0.037174999999999993 1.0000000180025095e-35 0.41423000000000004 0.51358000000000004 -0.055129999999999992 0.11728000000000001 0.086320000000000022 -0.060974999999999994 0.092715000000000006 0.056795000000000005 0.098485000000000017 0.10160000000000001 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 8 -8 9 10 12 -12 -4 14 25 -15 23 -18 19 21 -21 22 -19 -17 -20 -14 27 -27 29 -29
right_child=2 -3 6 -5 -6 -7 7 -9 -10 -11 11 -13 13 15 -16 16 17 18 24 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00017526397726032883 0.00014797544147743767 0.00050063313623794768 -1.7135234005222451e-05 -0.0010755607453831592 0.0018789453992212658 -0.0011483619692929401 0.00073591513637973765 -8.2050448529318804e-05 -0.00053834451495536736 0.00059622666274663063 0.00035763998793509721 -0.0011537961314994998 0.00074067626963369559 0.00089786528988042855 0.0013929742894833908 -0.0015689551854544941 -0.0010000243084505201 0.0019877508250647226 -0.00078101186461156308 -0.0010541700522881002 0.00060579880691048781 9.2656091462982738e-05 0.00063152237600424209 -0.00025264645228162408 0.00024167496914742514 -0.00086041157881953522 0.00056287777728761691 0.00017487996808674379 0.00062081399325203781 -0.00068018956968444403
leaf_weight=25 37 39 2332 39 20 24 34 36 21 20 26 24 30 24 20 21 21 20 28 25 22 23 23 20 20 27 36 34 30 20
leaf_count=25 37 39 2332 39 20 24 34 36 21 20 26 24 30 24 20 21 21 20 28 25 22 23 23 20 20 27 36 34 30 20
internal_value=0 0.000236611 -4.95358e-06 -0.000220446 0.000191275 -0.000362059 3.85102e-06 0.000315247 -3.75195e-06 1.92687e-07 -4.02553e-06 -0.000367849 2.52749e-06 0.000105801 0.000294816 -4.49519e-05 -0.000146421 2.93907e-05 0.000163662 0.000383933 -0.000277163 0.000854714 0.00126233 -0.000926853 -0.000354892 0.000170731 5.44152e-05 -0.000110492 0.000130554 -0.000141812
internal_weight=0 64 3057 120 81 61 2937 70 2867 2846 2826 50 2776 444 197 247 223 182 161 113 47 66 43 41 48 177 147 111 84 54
internal_count=3121 64 3057 120 81 61 2937 70 2867 2846 2826 50 2776 444 197 247 223 182 161 113 47 66 43 41 48 177 147 111 84 54
is_linear=0
shrinkage=0.1


Tree=1742
num_leaves=31
num_cat=0
split_feature=1210 1210 1208 1209 1209 403 0 403 401 1213 403 16 131 52 52 403 52 16 42 13 12 4 403 131 481 4 483 2 15 43
split_gain=0.000372232 0.000576994 0.000670243 0.0017599 0.000567828 0.000616588 0.00175067 0.000940205 0.000498466 0.00170339 0.00136752 0.0013646 0.000665783 0.000602892 0.00281704 0.00891792 0.00210815 0.00482427 0.00357725 0.0015209 0.00139674 0.00260608 0.00348224 0.00221506 0.003433 0.00287796 0.00209067 0.00557061 0.0026546 0.00107414
threshold=-0.42132499999999995 -0.14310999999999999 0.11846000000000001 0.11495000000000001 0.10521000000000001 -0.5341999999999999 -0.086234999999999992 -0.52641999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.44023999999999991 -0.066924999999999985 -0.13752999999999996 0.091275000000000009 0.088185000000000013 -0.012799999999999999 0.10263500000000002 -0.072359999999999994 -0.050249999999999996 -0.39067499999999994 0.089570000000000025 -0.082249999999999976 -0.037174999999999993 0.08956500000000002 -0.00058999999999999992 -0.050494999999999991 0.10143000000000001 0.10136500000000002 0.10772500000000002 0.016310000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -7 9 11 -10 -9 -12 14 -14 -16 17 18 -15 -18 29 -22 -23 24 -24 -25 27 28 -26 -21
right_child=1 2 -4 -5 -6 7 -8 8 10 -11 12 -13 13 16 15 -17 19 -19 -20 20 21 22 23 25 26 -27 -28 -29 -30 -31
leaf_value=0.00038431782135739926 -0.00043236231149715044 0.00031922167538487841 0.0005276234403330212 -0.00093788374069845313 0.00049825047456618886 0.00064206609765634585 -0.00090837320553523919 0.00065042485053149563 0.00067900204662388807 -0.00073804603384096965 0.00052469350921455769 -0.00040700298268347979 5.0413136248704232e-08 0.0010109354139422068 -0.00047793150143286985 0.001829733793750744 0.00070257769298872784 -0.0017880989076650663 -0.00058088194036827196 -0.00015813093562391843 0.0011790968957246237 -0.0010508627545345074 0.0015821902331663298 -0.0011709259110502899 0.00021679040959993886 0.00029317174249344732 -0.0007661404722603039 0.0013110962482690077 -0.0011726768559310588 -0.00089053224027421402
leaf_weight=25 31 21 24 20 23 23 26 26 30 38 24 23 2112 20 34 33 28 23 48 223 21 27 20 25 44 29 20 38 20 22
leaf_count=25 31 21 24 20 23 23 26 26 30 38 24 23 2112 20 34 33 28 23 48 223 21 27 20 25 44 29 20 38 20 22
internal_value=0 -3.10334e-06 1.23827e-06 -2.91603e-06 3.27376e-06 -5.23597e-07 -0.000359873 5.1997e-06 1.96989e-07 -0.000235584 7.4173e-06 0.000154081 2.49909e-07 -4.26629e-06 2.0302e-05 0.00065868 -9.23161e-05 -0.000536153 -0.0001127 -1.41939e-05 -5.52361e-05 0.000114117 1.3827e-05 0.000160494 0.000367802 -0.000384651 0.000168722 0.000352028 -0.000217418 -0.000223898
internal_weight=0 3096 3065 3041 3021 2998 47 2951 2928 87 2841 49 2811 2787 2179 67 608 91 68 517 489 244 223 196 142 54 122 102 64 245
internal_count=3121 3096 3065 3041 3021 2998 47 2951 2928 87 2841 49 2811 2787 2179 67 608 91 68 517 489 244 223 196 142 54 122 102 64 245
is_linear=0
shrinkage=0.1


Tree=1743
num_leaves=31
num_cat=0
split_feature=130 10 10 0 2 38 45 11 33 10 15 15 132 16 1204 12 12 1212 15 1 42 479 0 403 1208 12 12 3 12 401
split_gain=0.000402326 0.000970198 0.000950619 0.00126043 0.000782493 0.000635984 0.000484735 0.00168014 0.00119152 0.00159087 0.000505219 0.00258727 0.00225834 0.00863753 0.0052942 0.00125095 0.00524143 0.00204676 0.00354427 0.00386716 0.00212091 0.001965 0.00240007 0.00252107 0.00411136 0.0031194 0.00332077 0.00191371 0.00123751 0.00346154
threshold=-0.23647499999999996 -0.38124499999999995 -0.086389999999999981 -0.072894999999999988 0.31765000000000004 0.10657000000000001 0.094030000000000016 -1.0000000180025095e-35 -0.012019999999999998 -0.0097449999999999985 0.088235000000000022 0.088495000000000018 -0.083284999999999984 -0.073849999999999985 -0.068659999999999985 0.089570000000000025 0.090455000000000021 -0.089544999999999986 0.090615000000000015 0.077845000000000011 0.090470000000000009 0.10061500000000002 -0.077809999999999976 -0.54631999999999992 0.10233500000000001 0.095175000000000023 0.093765000000000015 -0.074479999999999977 0.096830000000000013 -0.06959499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 7 -4 -9 -10 -11 -12 13 -13 -14 17 -17 -16 19 -19 -20 22 27 -24 25 26 -25 -18 -27 -30
right_child=1 2 5 -5 -6 -7 -8 8 9 10 11 12 14 -15 15 16 21 18 20 -21 -22 -23 23 24 -26 28 -28 -29 29 -31
leaf_value=-0.00044707275927066806 5.9769241904307691e-05 1.3550308533012866e-05 0.00087362426407211881 -0.0010515259962994605 0.00093376148259267206 0.00045382541664425408 -0.00036618789648249129 -0.00075410009317454843 0.00071440738280333831 -2.9471689608559716e-05 0.0011113844771424065 0.0021100389067379931 -0.0015757097458672003 -0.00076135760988108817 0.00074743360940126213 0.001460856567298054 0.00024357457818457835 -0.0016537140865523271 0.00018586775629079999 9.2708327186604355e-05 -0.00093521769740618772 -0.00077921328303529199 -0.001045320491448365 6.2566948690800926e-06 0.001268803592392942 0.00059095198804562962 -0.0018160403487854637 0.0011872213650976533 0.00088896802002896695 -0.00039302500243887633
leaf_weight=20 21 25 22 20 20 31 36 21 31 2180 23 22 21 20 22 28 83 32 108 21 20 27 24 20 24 37 20 29 28 85
leaf_count=20 21 25 22 20 20 31 36 21 31 2180 23 22 21 20 22 28 83 32 108 21 20 27 24 20 24 37 20 29 28 85
internal_value=0 2.88341e-06 -3.59115e-06 -0.000459817 0.000486107 3.21819e-06 -1.46306e-06 2.99084e-06 -3.55527e-06 1.87035e-06 -5.81533e-06 6.84943e-05 3.27469e-05 0.000742707 -1.4659e-05 3.92589e-05 0.000140811 -0.000163345 -0.000274048 -0.000961735 1.06982e-05 4.27705e-05 0.000106181 -7.34575e-05 3.55365e-05 -0.000120245 -0.000904892 0.000487912 8.89947e-05 -7.5363e-05
internal_weight=0 3101 3060 45 41 3015 2984 2948 2926 2905 2874 694 671 42 629 608 405 203 181 53 128 377 350 238 214 190 40 112 150 113
internal_count=3121 3101 3060 45 41 3015 2984 2948 2926 2905 2874 694 671 42 629 608 405 203 181 53 128 377 350 238 214 190 40 112 150 113
is_linear=0
shrinkage=0.1


Tree=1744
num_leaves=31
num_cat=0
split_feature=132 1203 1185 43 132 13 130 52 16 52 131 131 131 4 131 1210 12 13 1204 1210 482 482 4 1 456 483 483 483 1447 403
split_gain=0.00042546 0.00178156 0.00125528 0.000819127 0.00134211 0.000834039 0.00127648 0.000893936 0.000857364 0.000831917 0.000655744 0.000545877 0.000740078 0.00136406 0.00086261 0.00182555 0.00129095 0.00233253 0.000935397 0.000805193 0.000733892 0.00107734 0.00180579 0.00168771 0.000704782 0.000721944 0.00223333 0.00098339 0.000647038 0.00443769
threshold=-0.083174999999999985 0.089005000000000015 -0.083264999999999992 -0.0095349999999999983 -0.092774999999999982 0.054800000000000008 0.10923000000000001 0.060015000000000006 -0.054549999999999994 0.085310000000000011 0.13602500000000003 0.12681500000000004 0.11657500000000001 -0.065794999999999979 0.099565000000000015 -0.42132499999999995 0.092200000000000018 -0.0069799999999999992 -0.081079999999999985 -0.14310999999999999 0.11562500000000002 0.098465000000000011 -0.016959999999999999 0.15964000000000003 -0.087384999999999977 0.10761000000000003 0.10200000000000002 0.12187500000000001 -0.085709999999999995 -0.55157999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 7 -7 8 -5 -6 11 12 14 -14 15 -4 17 -16 -17 -20 21 23 -23 24 -21 26 28 -27 -26 -30
right_child=2 -3 10 4 9 6 -8 -9 -10 -11 -12 -13 13 -15 16 18 -18 -19 19 20 -22 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.00041020072273178295 0.00078055533951902319 -0.00089472792891751019 0.00087577862723264843 -0.0003918577410028472 -0.00017223857867065817 0.00026850934539522441 -0.00083407819648051548 0.00075993256457149985 0.00049466183249023742 -0.0009978725554031806 0.00043480204152209422 -0.00052129445670288986 -6.8695644949912099e-05 0.00099747479010450974 0.00023996736407916913 0.00063461318571606407 -0.00087847303829793996 -0.00094177904965877341 -0.00060833737895584579 -0.00045817728212515412 0.0004242213624820579 6.4187775434995146e-05 -0.0011722223746584775 0.00089424542772273223 0.00023641278876478726 -0.00087213265740667182 0.001034178027683603 9.6727571217343212e-05 -0.0014263727950905875 7.8968330392168676e-07
leaf_weight=35 21 27 24 24 26 21 21 25 20 23 35 20 28 21 61 23 27 23 22 34 40 27 21 21 109 22 21 20 22 2257
leaf_count=35 21 27 24 24 26 21 21 25 20 23 35 20 28 21 61 23 27 23 22 34 40 27 21 21 109 22 21 20 22 2257
internal_value=0 -0.000133423 1.02173e-05 -2.80114e-05 -0.00012387 6.85587e-05 -0.000282784 0.00028242 1.11057e-05 -0.000559781 4.59632e-06 -6.99912e-07 2.98832e-06 0.000388235 -3.81667e-06 7.56824e-06 -0.000276952 -8.36061e-05 -3.27571e-07 -5.91e-06 -8.00748e-07 -7.45732e-06 -0.000476742 1.53137e-06 -6.0127e-06 2.59681e-07 7.42584e-06 -0.000410771 -1.60339e-06 -1.29872e-05
internal_weight=0 222 2899 195 160 111 42 69 44 49 2878 2843 2823 49 2774 2663 111 84 2639 2616 2594 2554 48 2506 2485 2451 2409 42 2388 2279
internal_count=3121 222 2899 195 160 111 42 69 44 49 2878 2843 2823 49 2774 2663 111 84 2639 2616 2594 2554 48 2506 2485 2451 2409 42 2388 2279
is_linear=0
shrinkage=0.1


Tree=1745
num_leaves=31
num_cat=0
split_feature=1203 1204 132 132 0 400 130 1204 400 1186 393 129 1186 1213 403 1212 1212 1213 402 403 12 1210 402 133 131 130 400 129 2 2
split_gain=0.000387588 0.00038891 0.00206505 0.00788546 0.006718 0.002829 0.0022677 0.00160254 0.000450276 0.000456247 0.00103844 0.000800402 0.000710814 0.000538356 0.00162248 0.00097525 0.000633419 0.000747481 0.00086243 0.00106799 0.00370658 0.00285661 0.00100875 0.00191319 0.00122679 0.00116351 0.000756848 0.000604064 0.00104859 0.00197001
threshold=0.10970500000000001 -0.078604999999999994 -0.083284999999999984 -0.020824999999999996 -0.082394999999999982 -0.082934999999999995 0.084685000000000024 -0.0030749999999999996 -0.39724499999999996 -0.089559999999999987 0.10585500000000002 -0.082959999999999992 0.093055000000000013 0.17417500000000002 -0.048229999999999988 0.13631000000000001 0.11930500000000001 0.10948000000000001 -0.43418999999999991 -0.53960999999999981 0.092355000000000007 -0.14310999999999999 -0.21830999999999998 0.51279500000000011 -0.076979999999999979 0.12884500000000002 0.10361500000000003 0.090795000000000015 0.11177500000000001 0.098035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -5 -3 -9 -10 11 -11 13 15 -15 16 17 18 -13 20 -20 -21 23 -23 -24 26 27 -26 29 -29
right_child=-2 7 3 6 -6 -7 -8 8 9 10 -12 12 -14 14 -16 -17 -18 -19 19 21 -22 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00030210261465981605 0.00043880755547434094 0.00075800437625730412 -0.0022344994999002666 -0.00047186591848283289 0.0017161156469401681 -0.0010719782335619475 0.00094448161078616974 -0.00044285440210091031 -0.00036835266254263736 0.00061517015509750879 0.00066063807486595281 -0.00047377067507783834 -0.00058411504530037452 -8.2357800688202451e-05 0.0010303911252412946 -0.00068537740236414334 0.00053312515691769397 -0.00057328364320868711 -0.00037562240275644488 -0.0011944482591934504 0.0011471634096585947 0.0011662955351528666 0.00072420531195466935 -0.00018355267432828746 -1.9273479841071452e-05 -0.00071745000415198183 0.00058101882089183409 0.00011253652561908195 -0.00029622936698918542 0.001207313712273555
leaf_weight=31 20 28 20 26 21 29 20 23 33 21 24 38 21 38 20 21 22 23 31 20 33 21 23 21 2331 23 22 65 30 22
leaf_count=31 20 28 20 26 21 29 20 23 33 21 24 38 21 38 20 21 22 23 31 20 33 21 23 21 2331 23 22 65 30 22
internal_value=0 -2.8301e-06 -0.000161583 -0.000576801 0.000176744 -0.000362036 0.000143937 5.0699e-06 -2.13522e-06 1.35653e-06 5.60754e-06 8.37436e-08 -4.48858e-06 -1.47583e-07 0.000301349 -6.51568e-06 -1.28408e-06 -5.63369e-06 -7.62072e-07 6.04123e-06 0.000409564 -3.9764e-06 5.33143e-06 0.000491371 -2.78211e-06 -9.48918e-06 -2.89683e-06 -8.14444e-06 0.00021358 0.000389377
internal_weight=0 3101 147 66 81 60 46 2954 2926 2903 2870 2846 2825 2804 58 2746 2725 2703 2680 2642 64 2578 2558 42 2516 2493 2470 2448 117 87
internal_count=3121 3101 147 66 81 60 46 2954 2926 2903 2870 2846 2825 2804 58 2746 2725 2703 2680 2642 64 2578 2558 42 2516 2493 2470 2448 117 87
is_linear=0
shrinkage=0.1


Tree=1746
num_leaves=31
num_cat=0
split_feature=132 1203 399 1213 132 398 13 133 131 132 399 130 12 12 43 401 13 52 159 158 0 133 50 12 0 12 0 1 2 3
split_gain=0.00046772 0.00138703 0.00120291 0.000869093 0.00193497 0.000810001 0.00129612 0.00388171 0.00058303 0.000522328 0.000575958 0.00127122 0.000623816 0.00583742 0.00178638 0.00377435 0.00481765 0.00592457 0.00880686 0.00204159 0.00281871 0.00401218 0.001968 0.00212741 0.00184317 0.00134853 0.0015921 0.0032616 0.00180096 0.00179481
threshold=-0.083449999999999983 0.089005000000000015 0.091580000000000009 0.087020000000000014 -0.088184999999999986 0.10586000000000002 0.056795000000000005 -0.40071499999999999 0.13602500000000003 -0.020824999999999996 -0.065739999999999979 0.087100000000000025 0.097145000000000023 0.096525000000000014 -0.064334999999999989 -0.06959499999999999 -0.11122999999999998 0.098380000000000009 -1.0000000180025095e-35 0.10667500000000002 -0.080499999999999988 0.10051500000000001 0.020130000000000006 0.10149500000000002 -0.055064999999999996 0.095110000000000014 -0.070154999999999981 0.10374500000000002 0.094565000000000024 -0.078244999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 5 6 7 -1 9 -2 11 -11 13 25 19 -16 -17 -18 -19 20 21 -14 23 -22 -25 -12 28 -28 29 -27
right_child=2 -3 -4 -5 -6 -7 -8 -9 -10 10 12 -13 14 -15 15 16 17 18 -20 -21 22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0014747965493283812 -0.00046640006066809295 -0.00085870691594512518 0.00056949541704900757 0.0005243396950865407 -0.0009244152299988155 0.00057157433104955337 0.00044639321876633351 8.3340987964505478e-05 0.00040879077278077602 -0.00021780043549370022 1.4409669459426978e-05 0.00087229721855534154 0.00033205090578783056 0.0012806770610849427 0.00075852396277758974 0.00060246291283484819 -0.0003316097269373492 -0.00016344765055691825 -0.00303268033363249 -0.0007550117050996051 0.0014001539176873243 -0.0011677003519920011 -0.00038849466087413024 0.0010836246379767546 -1.4936558242576818e-05 0.00025140653713606303 -0.0016716386011632332 5.0306288969957022e-05 0.00067900388764784386 -0.0010722553002692405
leaf_weight=21 24 24 38 23 26 22 33 67 35 20 2178 23 44 36 29 35 121 20 23 25 30 30 20 24 42 20 22 22 23 21
leaf_count=21 24 24 38 23 26 22 33 67 35 20 2178 23 44 36 29 35 121 20 23 25 30 30 20 24 42 20 22 22 23 21
internal_value=0 -0.000141969 1.0556e-05 -5.23763e-05 -0.000130864 1.34177e-05 -8.80653e-05 -0.000288487 3.14769e-06 -1.86556e-06 2.10482e-06 0.000365275 -3.54303e-06 1.72038e-05 -0.000112288 -0.000307289 -0.000462609 -0.000689911 -0.00169815 9.45038e-05 0.000206282 -0.000275956 0.000513917 0.00070192 0.00038454 -2.69343e-06 -0.000347606 -0.000810666 -2.92522e-05 -0.000426567
internal_weight=0 216 2905 192 169 143 121 88 2867 2832 2808 43 2765 2322 443 228 199 164 43 215 190 74 116 96 66 2286 108 44 64 41
internal_count=3121 216 2905 192 169 143 121 88 2867 2832 2808 43 2765 2322 443 228 199 164 43 215 190 74 116 96 66 2286 108 44 64 41
is_linear=0
shrinkage=0.1


Tree=1747
num_leaves=31
num_cat=0
split_feature=129 390 1185 1186 52 403 42 403 403 401 3 16 401 133 1210 130 132 132 132 15 394 1186 1204 130 131 130 42 15 42 16
split_gain=0.000427213 0.000894068 0.000623398 0.00108422 0.000952966 0.000527373 0.00178672 0.0013673 0.00073354 0.000520936 0.00130296 0.00400758 0.00210965 0.00109824 0.000680755 0.000442013 0.000754729 0.00077904 0.00072633 0.00114968 0.000713426 0.0019275 0.000773264 0.000979749 0.00127889 0.000904534 0.0016766 0.00166284 0.000716766 0.00212511
threshold=-0.084544999999999981 0.087590000000000015 -0.10973499999999999 -0.087469999999999978 0.085815000000000016 -0.5492149999999999 0.091205000000000008 -0.5341999999999999 -0.52917499999999984 -1.0000000180025095e-35 -0.073309999999999986 -0.066924999999999985 -0.46976499999999993 0.50628500000000021 0.13089000000000003 0.13302000000000003 -0.43443999999999999 -0.26631499999999991 -0.086059999999999984 0.084370000000000014 -0.088469999999999979 0.062435000000000011 -0.0030749999999999996 0.084685000000000024 0.087395000000000014 0.093930000000000013 -0.091729999999999992 -0.067579999999999987 -0.094219999999999984 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 -7 -9 10 11 12 -10 14 15 16 -11 -18 19 -19 21 -20 23 24 -22 28 27 -27 29 -24
right_child=1 -3 3 5 -6 7 -8 8 9 13 -12 -13 -14 -15 -16 -17 17 18 20 -21 22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00038885391518955921 -0.00055845005495939407 0.00052935826770408314 1.8364010876129298e-05 -0.000210444816815046 0.0009389612353001924 -0.00063261541787401913 0.00094715628038102297 0.00057140374450351705 0.00081509015843039378 -0.00046238351658555783 0.00034919991650475334 -0.0016201401315075123 -0.00060397886885435914 0.00054055355281594237 -0.00057508961149973657 0.00039905731407796136 0.00055417054391000426 1.8484465981600807e-05 0.00017974729676747562 -0.00068611018456067553 -0.00057639838232717013 -0.0010710640529974958 0.001089619635604322 0.00071351715829223402 0.00055448039114708075 -0.00054052526094509586 -0.0011159081064397471 0.00041482148625488798 -5.8496686550514354e-07 5.4305265522296461e-05
leaf_weight=28 20 32 22 30 23 35 24 22 20 36 26 21 22 37 21 27 25 55 28 40 20 22 24 35 20 38 20 35 2199 114
leaf_count=28 20 32 22 30 23 35 24 22 20 36 26 21 22 37 21 27 25 55 28 40 20 22 24 35 20 38 20 35 2199 114
internal_value=0 3.52018e-06 -1.97699e-06 1.68282e-06 0.000488891 -5.63507e-06 0.000304045 -1.13192e-05 -3.83885e-06 -8.22545e-06 -0.000246399 -0.000492201 7.17683e-05 -6.44114e-07 -7.90193e-06 -3.5517e-06 -7.56145e-06 -1.44048e-06 -6.68209e-06 -0.000278187 3.413e-06 -0.00037061 1.08785e-05 0.00032713 -1.0959e-05 1.11768e-06 -0.000304724 -8.24823e-05 1.32885e-05 0.00023436
internal_weight=0 3093 3061 3041 45 2996 54 2942 2907 2885 89 63 42 2796 2759 2738 2711 2675 2650 95 2555 50 2505 75 40 2430 93 73 2337 138
internal_count=3121 3093 3061 3041 45 2996 54 2942 2907 2885 89 63 42 2796 2759 2738 2711 2675 2650 95 2555 50 2505 75 40 2430 93 73 2337 138
is_linear=0
shrinkage=0.1


Tree=1748
num_leaves=31
num_cat=0
split_feature=130 42 12 0 46 403 0 0 403 1209 42 401 0 1213 133 1210 1210 147 0 2 2 2 2 12 43 2 133 12 52 2
split_gain=0.000353103 0.000760184 0.000525552 0.001552 0.00111721 0.000558456 0.00285276 0.00392495 0.00190021 0.000552112 0.00258552 0.000804976 0.00243392 0.00139324 0.000871851 0.00084416 0.000553414 0.000521157 0.000838543 0.000471938 0.00256739 0.00184955 0.00149685 0.00182448 0.00127373 0.0013216 0.0021036 0.00405244 0.00292058 0.00177971
threshold=-0.23647499999999996 0.15665000000000004 0.12757000000000002 -0.04917499999999999 -0.043074999999999995 -0.53960999999999981 -0.086409999999999987 -0.070499999999999993 -0.52800499999999995 -0.067109999999999989 0.087405000000000024 -1.0000000180025095e-35 -0.072594999999999979 -1.0000000180025095e-35 0.50628500000000021 0.11265500000000002 -0.15347999999999998 0.097985000000000017 -0.26343999999999995 0.096325000000000008 0.095195000000000016 0.097220000000000015 0.098630000000000009 0.09202500000000001 -0.15879999999999997 0.10584500000000001 0.10209000000000001 0.094580000000000011 -0.014264999999999998 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -6 -8 -7 10 -10 12 13 -11 15 16 -13 18 -18 20 -20 -21 23 -23 -24 26 27 28 -26 -27
right_child=1 -3 3 -5 5 8 7 -9 9 11 -12 14 -14 -15 -16 -17 17 -19 19 21 -22 22 24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.00041883198951836681 0.00065754123721629965 0.00060231869020277548 0.00011766868921723672 -0.0008481598317822708 -0.00070574795351025063 -0.00072001236242342842 0.0014793468433968624 -0.00018053307029386532 -0.00040878665685239774 0.0005348442805810801 0.00092973408923904984 0.00047100358456373222 -0.0010143712611733787 -0.00049238077554036863 0.00048649820650147426 -0.00063379206944123986 0.00051211149420851145 -0.00039069711047512315 -1.4711898030501443e-05 0.00076054365765432729 -0.00086798911159146697 0.0001038284901448566 -0.00045975578329737559 -0.0011557355781247759 0.00012819467423609099 -0.00040694379530391587 0.0013041574601083995 -0.00064570920570986348 0.0012228112028260978 9.7275169443575334e-05
leaf_weight=20 26 21 41 28 22 37 28 29 27 31 31 25 31 23 37 21 32 34 1721 36 36 23 44 23 65 83 20 40 39 447
leaf_count=20 26 21 41 28 22 37 28 29 27 31 31 25 31 23 37 21 32 34 1721 36 36 23 44 23 65 83 20 40 39 447
internal_value=0 2.70127e-06 -1.38703e-06 -0.000274262 4.86616e-06 -8.18785e-07 0.000261516 0.000634847 -7.9504e-06 1.23269e-06 0.00030663 -5.06863e-06 -0.000308119 9.73225e-05 4.38084e-06 -2.25298e-06 2.7179e-06 -1.71159e-06 3.3576e-06 -2.95987e-06 -3.21951e-05 5.96819e-05 2.74995e-05 -0.000525954 6.19966e-05 9.5076e-05 0.000343153 0.00020968 0.000538676 1.83126e-05
internal_weight=0 3101 3080 69 3011 2985 79 57 2906 2869 58 2811 85 54 2726 2689 2668 2643 2609 2577 1757 820 784 46 738 694 164 144 104 530
internal_count=3121 3101 3080 69 3011 2985 79 57 2906 2869 58 2811 85 54 2726 2689 2668 2643 2609 2577 1757 820 784 46 738 694 164 144 104 530
is_linear=0
shrinkage=0.1


Tree=1749
num_leaves=31
num_cat=0
split_feature=1446 474 157 1446 2 1429 471 475 1420 1419 156 472 1429 1429 1429 3 1429 4 475 12 52 52 155 155 155 156 43 160 160 16
split_gain=0.000367103 0.000476296 0.00125326 0.00123772 0.00108624 0.000644562 0.00064073 0.00106265 0.00063025 0.0013736 0.000534659 0.000667522 0.000608051 0.000805015 0.000584243 0.00115261 0.000873048 0.00538476 0.00686722 0.00475354 0.000891671 0.000588557 0.000797249 0.000666943 0.000663595 0.000629783 0.0012191 0.00195758 0.000705558 0.00178298
threshold=0.11655500000000001 0.10799000000000002 -0.073194999999999996 -0.093534999999999993 0.11067500000000001 0.11475 0.094575000000000006 0.11922500000000001 -0.08341999999999998 0.086505000000000012 -0.0011799999999999998 -0.081684999999999994 0.092020000000000005 0.087700000000000014 0.084885000000000002 -0.084524999999999975 0.052280000000000007 -0.008819999999999998 -0.085774999999999976 0.083715000000000026 -0.55692499999999978 -0.53964499999999982 0.11245500000000001 0.093115000000000017 0.10683000000000002 0.085915000000000005 -0.085254999999999984 -0.087429999999999994 -0.54512499999999997 -0.034884999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 6 7 8 9 -5 11 -10 13 14 16 -16 20 18 19 -18 -12 24 23 25 -22 28 -27 -28 29 -23
right_child=-2 2 4 5 -6 -7 -8 -9 10 -11 12 -13 -14 -15 15 -17 17 -19 -20 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00079418241031817174 -0.00031311462642750831 -0.00092271855100989342 -0.00041451080985772877 -0.00016122185453158719 0.0004447587410270769 0.00051050891820341349 -0.00056348771235207099 0.00073087829427095127 5.7799384230747818e-05 0.0009838399357977323 0.00056636235629931822 -0.00074043604413005098 0.00053519992950549794 -0.00063707688939757651 -0.00016897085530217737 0.00089176771718831288 0.00039217569156671354 -0.0015346486497527132 0.0013405367258358105 -0.001640928116546053 1.5746601413758029e-05 0.00095287545790107779 0.00059113479219377043 -0.00049463626389667666 -0.000789110420155339 -0.00042974616323287291 0.0010457684410115082 9.8549938174983265e-05 -1.5300821137001679e-05 -0.00016199907477130183
leaf_weight=20 37 20 31 22 28 25 20 20 20 20 28 22 21 20 20 21 23 26 29 23 21 26 23 27 20 24 30 80 2342 32
leaf_count=20 37 20 31 22 28 25 20 20 20 20 28 22 21 20 20 21 23 26 29 23 21 26 23 27 20 24 30 80 2342 32
internal_value=0 3.75656e-06 -0.00023862 1.01285e-05 -6.72187e-06 4.87523e-06 6.04672e-07 4.44204e-06 -5.33555e-07 0.000384046 -6.1459e-06 -0.000360324 -9.00668e-07 -4.9e-06 -3.7637e-07 0.000374334 -5.95485e-06 -0.000294521 0.00013539 -0.000624376 5.03089e-06 -9.56648e-07 5.00787e-06 -2.5606e-07 -0.000376867 5.01161e-06 0.000215994 0.000356882 -6.76822e-06 0.000337772
internal_weight=0 3084 79 3005 59 2985 2960 2940 2920 42 2878 42 2836 2815 2795 41 2754 101 75 46 2653 2625 2584 2561 41 2534 134 110 2400 58
internal_count=3121 3084 79 3005 59 2985 2960 2940 2920 42 2878 42 2836 2815 2795 41 2754 101 75 46 2653 2625 2584 2561 41 2534 134 110 2400 58
is_linear=0
shrinkage=0.1


Tree=1750
num_leaves=31
num_cat=0
split_feature=158 0 158 482 482 1 43 482 0 482 33 9 16 474 2 474 1446 50 50 2 474 472 1429 1446 12 484 160 16 159 1456
split_gain=0.00040099 0.00143589 0.000634164 0.000501722 0.00108455 0.00204955 0.00153116 0.00137676 0.00255857 0.00116963 0.000626775 0.00062217 0.00288876 0.000602161 0.0015223 0.00116693 0.000916061 0.00120047 0.00259128 0.00094603 0.000757261 0.00178519 0.00241906 0.000943336 0.00365521 0.00280912 0.00310336 0.00369436 0.00295009 0.00267645
threshold=-0.4686749999999999 -0.076579999999999995 -0.45617999999999997 0.11562500000000002 0.098465000000000011 0.16540500000000002 -0.083684999999999996 0.089605000000000018 -0.071924999999999989 0.085875000000000021 -0.012019999999999998 0.091600000000000015 -0.4179199999999999 0.11085000000000002 0.11067500000000001 0.10451000000000001 0.11655500000000001 -0.099524999999999988 -0.24386999999999998 0.10981000000000002 -0.26322499999999993 -0.15279499999999999 0.094630000000000006 0.083715000000000026 0.083785000000000012 0.062030000000000009 -0.025879999999999997 -0.020119999999999996 -0.082194999999999976 0.090820000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 7 -6 9 -9 10 -4 13 -13 15 -15 16 17 18 19 -12 -19 -22 23 29 -25 26 27 -26 -28 -23
right_child=2 -3 3 -5 6 -7 -8 8 -10 -11 11 12 -14 14 -16 -17 -18 20 -20 -21 21 22 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.00067792637639671959 -0.00055235685847167466 -0.00039588291387190108 -0.00050128488382324577 0.00039931206847541037 -0.0011409940046723933 0.00090352900233119722 9.6405506483279182e-05 1.9274457817017619e-05 -0.0013696389459212134 0.00061479688616424444 -0.00031913351623289701 -0.0004487236834723841 0.0011541027130316133 -0.00086768159763542588 0.00018469279317027292 0.00076331794116413221 -0.00051914650333963121 -0.00049326380249112842 0.0012254340061917902 0.0004009148664457875 0.00093730095413775423 -5.355188841587533e-06 -0.0010320845885080812 0.0011358463444880076 0.0001610385630273312 -0.0010162729992652718 -0.0012227444565328569 0.0017944845277816056 0.00022712456347006891 -0.00086270084367070761
leaf_weight=33 21 20 25 31 20 25 20 36 21 31 36 22 23 27 28 20 34 32 25 37 20 2292 23 35 45 23 23 20 36 37
leaf_count=33 21 20 25 31 20 25 20 36 21 31 36 22 23 27 28 20 34 32 25 37 20 2292 23 35 45 23 23 20 36 37
internal_value=0 0.000272715 -4.71117e-06 -9.36784e-07 -5.05075e-06 1.90145e-06 -0.000522294 -5.73687e-06 -0.00049243 3.84901e-06 -2.76622e-06 1.62525e-06 0.000370499 -4.31794e-06 -0.000331927 2.26297e-06 -3.33714e-06 3.19696e-06 0.000346744 4.58225e-05 -9.82222e-06 -3.765e-06 -1.11925e-05 -1.84145e-06 0.000217418 -1.25504e-06 0.000187014 0.000663637 -0.000338079 -1.89755e-05
internal_weight=0 53 3068 3047 3016 2976 40 2951 57 2894 2863 2838 45 2793 55 2738 2718 2684 98 73 2586 2554 2534 2511 182 147 124 65 59 2329
internal_count=3121 53 3068 3047 3016 2976 40 2951 57 2894 2863 2838 45 2793 55 2738 2718 2684 98 73 2586 2554 2534 2511 182 147 124 65 59 2329
is_linear=0
shrinkage=0.1


Tree=1751
num_leaves=31
num_cat=0
split_feature=1429 156 474 474 1446 42 133 15 1204 1203 2 13 1204 0 42 52 130 130 13 130 49 0 402 1456 1456 158 159 159 1455 484
split_gain=0.000380066 0.00104712 0.000994859 0.000621458 0.00102796 0.0004073 0.0037819 0.00162444 0.000556064 0.00051801 0.00252529 0.000787354 0.000701328 0.00434131 0.0023199 0.00135444 0.000677944 0.00069751 0.00254544 0.00106711 0.00299614 0.00327647 0.00101642 0.00060409 0.000988564 0.000731451 0.00131561 0.00174535 0.000944993 0.000739876
threshold=0.12521000000000002 0.3248100000000001 0.11568500000000002 0.10970500000000001 -0.093534999999999993 -0.16797499999999996 0.089405000000000012 -0.036009999999999993 -0.094504999999999992 0.089165000000000008 0.085345000000000018 -0.0090849999999999976 -0.078604999999999994 -0.082974999999999979 -0.015274999999999999 0.085540000000000019 0.13302000000000003 0.10923000000000001 0.054800000000000008 0.092560000000000017 0.09567500000000001 -0.080499999999999988 0.31115000000000004 -0.50091499999999989 -0.23007499999999997 -0.47336999999999996 -0.41906499999999997 -0.46048499999999998 -0.097209999999999977 0.10126500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -7 12 -11 -12 13 14 -10 -16 17 19 -19 22 21 -21 23 -14 -25 -26 27 -27 -28 -30
right_child=-2 -3 -4 -5 5 8 -8 -9 9 10 11 -13 16 -15 15 -17 -18 18 -20 20 -22 -23 -24 24 25 26 28 -29 29 -31
leaf_value=0.00071574302448425449 0.00043452860540128314 -0.00070654287095142838 0.00059535626808480762 -0.00044181935421789832 0.00066526362664132783 0.00041736232924449723 -0.0011996300669310316 -0.00039015017822384836 0.00099877982072278182 0.0011283760718272431 0.00034828577772714201 -0.00046173170383553955 -0.00055059648911992554 -0.0013451205316448102 0.00029903853151370729 -0.00083671661088287471 0.00054111934757953434 0.00044636186794377863 -0.0010672091161832214 0.0017476753653248864 -0.0005432465821146392 0.00019125291597255886 -0.00068582533567678188 0.00050735486308296556 0.00058109868911006269 -4.9783009737252421e-05 -0.00063765860243659956 -0.0011336455082831284 1.4518076376631499e-05 -0.00037813084706371861
leaf_weight=20 20 21 28 32 35 32 27 25 22 23 20 30 20 27 21 21 23 20 25 21 26 38 22 38 21 39 23 24 2328 49
leaf_count=20 20 21 28 32 35 32 27 25 22 23 20 30 20 27 21 21 23 20 25 21 26 38 22 38 21 39 23 24 2328 49
internal_value=0 -2.8025e-06 1.99573e-06 -3.44794e-06 1.19705e-06 -3.56659e-06 -0.000216776 0.000225508 2.80116e-06 -1.80348e-06 0.000261184 -0.000137725 -8.6404e-06 -0.000281718 0.000166905 -0.000268839 5.05742e-07 -4.10974e-06 -0.000394511 2.52221e-06 0.00035111 0.000745234 -9.03395e-06 -3.17659e-06 1.16457e-06 -6.57908e-06 -1.15897e-05 -0.000462683 2.51468e-07 6.42393e-06
internal_weight=0 3101 3080 3052 3020 3000 87 60 2913 2881 73 50 2808 91 64 42 2717 2694 45 2649 85 59 2564 2542 2522 2484 2463 63 2400 2377
internal_count=3121 3101 3080 3052 3020 3000 87 60 2913 2881 73 50 2808 91 64 42 2717 2694 45 2649 85 59 2564 2542 2522 2484 2463 63 2400 2377
is_linear=0
shrinkage=0.1


Tree=1752
num_leaves=31
num_cat=0
split_feature=1208 1208 403 2 1209 1210 402 403 15 2 15 15 4 131 2 1186 400 15 1186 132 4 394 3 15 16 1210 402 1212 1 52
split_gain=0.000387609 0.00100656 0.000536295 0.00438241 0.00136413 0.00055884 0.000463251 0.000538885 0.00184762 0.00193245 0.00392783 0.00271861 0.0025433 0.000902603 0.00106952 0.000797502 0.00113436 0.00182439 0.00111571 0.0010872 0.0138129 0.00824664 0.00261404 0.00130952 0.00170344 0.00112809 0.000916901 0.00142119 0.00105718 0.00118081
threshold=0.11846000000000001 0.10383000000000002 -0.53960999999999981 0.083715000000000026 -0.089214999999999989 -0.15347999999999998 0.13775000000000001 -0.088999999999999982 0.092400000000000024 0.086000000000000007 0.087575000000000014 0.087260000000000018 -0.081374999999999989 0.096490000000000006 0.084655000000000022 -0.091099999999999987 -0.082339999999999983 0.084905000000000022 -0.084639999999999979 -0.083284999999999984 -0.068329999999999988 0.086685000000000012 -0.070649999999999977 -0.10091499999999999 -0.054549999999999994 -0.065104999999999982 -0.031734999999999992 0.10242000000000001 0.094090000000000021 0.089325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 8 9 10 12 -11 13 14 -7 -9 17 -17 -18 20 -20 25 -22 -24 -25 -21 28 -28 29 -27
right_child=-2 -3 4 -5 5 6 -8 15 -10 11 -12 -13 -14 -15 -16 16 18 -19 19 21 22 -23 23 24 -26 26 27 -29 -30 -31
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leaf_weight=22 26 32 35 36 25 38 21 26 39 85 24 31 21 21 22 37 24 33 27 35 35 20 20 20 22 22 2246 25 24 27
leaf_count=22 26 32 35 36 25 38 21 26 39 85 24 31 21 21 22 37 24 33 27 35 35 20 20 20 22 22 2246 25 24 27
internal_value=0 -3.23003e-06 2.59893e-06 0.000303786 -3.21434e-06 4.09978e-06 1.0316e-07 3.4643e-06 0.000135125 3.21862e-05 0.000303324 -0.000262326 3.24945e-05 0.000286748 0.000484235 -1.05336e-05 -1.60089e-05 -0.000413145 -5.09424e-06 1.36092e-06 0.000290096 -1.35633e-05 -0.000266741 0.000123298 -0.000193842 3.4364e-06 -4.97812e-06 6.23523e-06 -0.000353821 -0.000620152
internal_weight=0 3095 3063 58 3005 2970 2945 2924 281 242 126 116 102 81 60 2643 2617 70 2547 2523 124 2399 97 62 42 2379 2344 2271 73 49
internal_count=3121 3095 3063 58 3005 2970 2945 2924 281 242 126 116 102 81 60 2643 2617 70 2547 2523 124 2399 97 62 42 2379 2344 2271 73 49
is_linear=0
shrinkage=0.1


Tree=1753
num_leaves=31
num_cat=0
split_feature=33 9 3 40 130 4 9 4 1 9 1 3 2 1 15 4 2 3 16 39 3 1 0 50 13 4 16 48 3 49
split_gain=0.000377338 0.000570347 0.00124594 0.000397745 0.00105133 0.000387701 0.000542119 0.000555372 0.000659984 0.000633685 0.00122689 0.000535114 0.00196136 0.00806717 0.00540077 0.00530198 0.0024072 0.00144726 0.00374626 0.00547617 0.00176302 0.00142797 0.00220117 0.00214643 0.00119921 0.00107772 0.0014065 0.00139276 0.0024223 0.00161395
threshold=-0.018454999999999996 0.091905000000000014 -0.13309499999999996 -0.24290999999999999 -0.22229499999999999 0.62931500000000018 -0.092544999999999975 0.53859500000000016 0.15618500000000002 -0.036024999999999995 0.111945 -0.0037349999999999996 0.092755000000000018 0.092390000000000014 -0.095869999999999983 -0.012889999999999999 0.085235000000000019 -0.011549999999999998 -0.16075999999999999 0.086380000000000012 -0.013929999999999998 0.10205500000000002 -0.15202999999999997 0.12436500000000002 -0.16152999999999998 -0.029144999999999997 -0.071854999999999988 -0.072824999999999987 0.13524500000000003 -0.031119999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 9 10 -8 17 13 14 -13 16 -16 20 -19 -20 24 22 -14 25 -11 -23 27 -27 -29 -30
right_child=1 2 -4 4 5 -7 7 -9 -10 11 -12 12 21 -15 15 -17 -18 18 19 -21 -22 23 -24 -25 -26 26 -28 28 29 -31
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leaf_weight=25 23 21 32 23 24 30 21 29 28 21 22 25 23 33 20 28 31 26 20 29 21 32 74 21 2292 23 41 36 21 26
leaf_count=25 23 21 32 23 24 30 21 29 28 21 22 25 23 33 20 28 31 26 20 29 21 32 74 21 2292 23 41 36 21 26
internal_value=0 -3.12455e-06 -0.000328348 2.53987e-06 5.69496e-06 5.26209e-07 4.14286e-06 2.82762e-07 -4.05086e-06 6.36764e-07 -0.000380379 6.39957e-06 0.000108613 0.000421619 -1.0637e-05 0.000394748 -0.000212267 -1.2015e-05 -0.000444405 -0.000959226 1.8793e-06 -3.577e-05 -0.000350625 0.000116934 -6.40204e-06 4.72568e-06 -0.000109758 8.26177e-05 0.000273432 -0.000199368
internal_weight=0 3096 53 3043 3020 2997 2967 2943 2914 2886 43 2843 434 137 104 79 51 2409 75 49 2334 297 97 200 2313 179 147 106 83 47
internal_count=3121 3096 53 3043 3020 2997 2967 2943 2914 2886 43 2843 434 137 104 79 51 2409 75 49 2334 297 97 200 2313 179 147 106 83 47
is_linear=0
shrinkage=0.1


Tree=1754
num_leaves=31
num_cat=0
split_feature=1208 16 16 1208 401 402 401 1210 131 1203 131 131 131 402 160 400 400 16 15 16 132 15 0 49 394 1186 129 4 128 133
split_gain=0.000372839 0.00399788 0.00299213 0.0015466 0.000380198 0.000735991 0.00388592 0.000999664 0.000459183 0.00101497 0.000635535 0.00110266 0.000674675 0.00158305 0.00103426 0.000756298 0.00193739 0.00189225 0.0016269 0.00128379 0.00067273 0.00185149 0.00137834 0.00212632 0.000705881 0.00109109 0.000792472 0.00160188 0.00094324 0.000954798
threshold=0.10233500000000001 -0.079734999999999986 -0.071359999999999993 0.089655000000000012 -0.47144999999999992 -0.45015499999999992 -1.0000000180025095e-35 0.014175000000000002 0.13052000000000002 -0.093454999999999996 0.11657500000000001 0.11863000000000001 0.10548500000000001 0.27918000000000004 -0.00067499999999999993 -0.082934999999999995 -0.081749999999999975 -0.081299999999999983 0.084905000000000022 -0.08595499999999999 -0.087849999999999984 0.024640000000000006 -0.073309999999999986 0.09567500000000001 0.013605000000000001 -0.089559999999999987 0.10311000000000002 -0.086254999999999984 0.090375000000000025 -0.0042999999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 -6 8 9 -7 12 -12 13 15 -14 17 -17 18 19 -11 21 22 23 -18 25 -22 28 -28 -27 -30
right_child=1 2 -4 -5 5 7 -8 -9 -10 10 11 -13 14 -15 -16 16 20 -19 -20 -21 24 -23 -24 -25 -26 26 27 -29 29 -31
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leaf_weight=26 20 21 20 21 25 20 27 27 39 23 21 20 20 28 44 23 39 20 23 20 23 29 22 20 34 2334 21 43 25 43
leaf_count=26 20 21 20 21 25 20 27 27 39 23 21 20 20 28 44 23 39 20 23 20 23 29 22 20 34 2334 21 43 25 43
internal_value=0 0.000244799 -0.000320623 -4.87999e-06 1.02981e-06 -2.25588e-06 -0.000375209 4.29379e-06 -1.28012e-06 3.31156e-06 -1.62698e-06 0.000389267 -7.28211e-06 1.34366e-07 -0.000328276 -7.50493e-06 -1.69553e-05 0.000284357 2.61414e-05 0.000389251 -8.9729e-06 -0.000251052 -5.56906e-06 0.000246327 1.58148e-06 -4.6006e-06 1.79358e-06 0.000349083 -7.45976e-06 -0.00037459
internal_weight=0 61 41 3060 3039 3013 52 2961 2934 2895 2875 41 2834 2770 64 2742 2656 86 66 43 2633 110 81 59 2523 2489 2466 64 2402 68
internal_count=3121 61 41 3060 3039 3013 52 2961 2934 2895 2875 41 2834 2770 64 2742 2656 86 66 43 2633 110 81 59 2523 2489 2466 64 2402 68
is_linear=0
shrinkage=0.1


Tree=1755
num_leaves=31
num_cat=0
split_feature=153 473 16 2 3 51 155 52 155 155 155 1419 475 13 16 1372 156 11 11 1419 1420 475 475 1429 160 1456 160 403 3 1456
split_gain=0.000341105 0.000655567 0.000481092 0.00153639 0.00325892 0.00449274 0.00130178 0.000579474 0.000736736 0.000677132 0.000572511 0.00048141 0.000520598 0.00416757 0.00440757 0.00244141 0.00231486 0.000606548 0.000731881 0.000587213 0.00069002 0.000595978 0.00119477 0.000613541 0.00354059 0.000534594 0.0031311 0.00264177 0.00196079 0.000868832
threshold=0.086100000000000024 -0.07576999999999999 0.62682500000000008 0.10613000000000002 -0.094874999999999987 -0.11063499999999998 0.11854500000000001 -0.56368999999999991 0.10772000000000002 0.104145 0.088740000000000013 0.090190000000000006 -0.085719999999999977 -0.085744999999999988 -0.0087049999999999992 -0.082274999999999987 0.085790000000000019 0.10553000000000001 0.093970000000000012 0.086505000000000012 -0.078999999999999987 -0.084144999999999984 -0.084784999999999985 0.057970000000000008 -0.080934999999999993 0.091180000000000011 -0.015149999999999999 -0.56738999999999995 -0.078934999999999991 0.085755000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 7 -3 9 10 11 12 13 -9 -15 -14 -16 18 19 20 -17 22 -22 25 -25 27 28 -23 -27 -29
right_child=-2 2 3 4 -6 -7 -8 8 -10 -11 -12 -13 15 14 16 17 -18 -19 -20 -21 21 23 -24 24 -26 26 -28 29 -30 -31
leaf_value=0.00057352131232619292 -0.00038368411959432389 -0.00038817311724415049 0.00054431342752650383 0.0011325060933207473 -0.0013371268323121163 -0.00089055322712975672 0.00071050732423408097 0.0011500487043094559 0.00053480395671123501 -0.00056567471058640098 0.0003950583411858896 -0.00044682999650831335 -0.0011062079925613945 -0.0013116950678522699 -0.00041397866027961886 -0.00057218743660043749 0.0010101921777095413 0.00049301411584019665 -0.00054037700803019108 0.00049563415183608115 -0.00014646882385325929 -0.0010470188111260845 0.00085134970534757803 -0.0013514398025687446 0.0001576648830141837 -0.0008176062114216621 0.0012746150990014112 3.5749089463032351e-07 0.00037032347578188463 0.00052497440728984659
leaf_weight=20 23 38 20 21 26 23 26 33 26 21 37 24 20 24 21 21 25 25 25 24 24 24 24 22 53 24 22 2340 33 32
leaf_count=20 23 38 20 21 26 23 26 33 26 21 37 24 20 24 21 21 25 25 25 24 24 24 24 22 53 24 22 2340 33 32
internal_value=0 2.84853e-06 -8.59549e-07 -0.000228657 -0.000449506 7.49978e-05 6.00182e-06 -1.82227e-07 4.86006e-06 1.05562e-07 4.23535e-06 -8.56363e-07 2.94455e-06 0.000223613 -0.000213135 -5.43322e-06 0.000360027 2.74186e-06 -1.85214e-06 3.24173e-06 -1.27045e-06 3.34435e-06 0.00035244 -3.22687e-06 -0.000285006 5.31189e-06 0.000261261 -3.12719e-06 -0.000129857 7.43495e-06
internal_weight=0 3098 3078 90 70 44 2988 2962 2924 2898 2877 2840 2816 103 70 2713 46 2693 2668 2643 2619 2598 48 2550 75 2475 79 2396 57 2372
internal_count=3121 3098 3078 90 70 44 2988 2962 2924 2898 2877 2840 2816 103 70 2713 46 2693 2668 2643 2619 2598 48 2550 75 2475 79 2396 57 2372
is_linear=0
shrinkage=0.1


Tree=1756
num_leaves=31
num_cat=0
split_feature=374 1 16 15 15 47 1 131 1203 131 4 483 482 42 42 43 483 483 483 4 483 33 10 16 13 1 1 1 3 2
split_gain=0.000332318 0.000426812 0.00223376 0.00343821 0.00160376 0.00053858 0.000869076 0.000581606 0.000823966 0.000740349 0.00131694 0.000534632 0.000873822 0.00124325 0.0022069 0.000883725 0.000592555 0.000761775 0.000732487 0.00145739 0.000932763 0.000671488 0.00116724 0.00550471 0.00188916 0.00101808 0.00156423 0.00133578 0.000733477 0.00180705
threshold=0.092550000000000007 0.14262000000000002 -0.11676499999999999 -0.41942499999999994 -0.073184999999999986 0.13148500000000005 0.12958500000000003 0.13857500000000003 -0.093454999999999996 0.11925000000000001 -0.064054999999999987 0.13605000000000003 0.095340000000000022 0.088670000000000013 0.085935000000000025 -0.073959999999999984 0.10761000000000003 0.10321500000000002 0.09549500000000001 0.0052350000000000009 0.093585000000000015 -0.012019999999999998 -0.0097449999999999985 -0.056919999999999991 -0.07692499999999998 0.13686500000000004 0.13471500000000003 0.12958500000000003 -0.16726499999999997 0.10467500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 7 -7 8 -1 11 -11 12 16 14 -14 -15 17 18 20 -20 21 -10 23 24 -23 26 27 28 29 -24
right_child=-2 2 4 -5 -6 6 -8 -9 9 10 -12 -13 13 15 -16 -17 -18 -19 19 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064186736242845656 0.00037067650482640606 -0.00046274367428850388 -0.0012090033378357205 0.0011623534070246894 -4.3807655484193849e-05 -2.3401996337010394e-05 0.00083968664213898605 -0.00053889595037617257 -0.00055191792881764147 0.00083419612658742299 -0.00019970173849618401 -0.00046928413957357409 0.00046100928610779676 0.0011254770759313198 -0.00084282829470577704 0.00024803064006846399 -0.00044327457508188675 0.00057562336508205838 9.3732585548423242e-05 -0.0010515417146962137 0.00062564862297301229 0.0001791503472486511 0.00065975283551206643 0.0013698127711629215 -0.0010391836529015563 -0.00066997359487383328 0.00086527571147598792 -0.00069735537650432954 -2.7921473002348222e-05 -8.8926518492371551e-05
leaf_weight=20 24 30 27 23 21 28 20 20 23 28 22 25 34 22 21 24 32 22 25 20 23 35 54 33 20 24 20 29 2292 80
leaf_count=20 24 30 27 23 21 28 20 20 23 28 22 25 34 22 21 24 32 22 25 20 23 35 54 33 20 24 20 29 2292 80
internal_value=0 -2.87254e-06 -0.000205062 0.000242487 -0.00069923 3.94359e-06 0.000336218 -1.46658e-06 2.20438e-06 -2.19495e-06 0.000379281 -8.86878e-06 -4.80581e-06 0.000284041 -3.68196e-05 0.000667679 -1.54843e-05 -1.04142e-05 -1.52285e-05 -0.000415278 -8.39135e-06 -1.39787e-05 -9.19607e-06 0.000348755 -0.00026388 -2.1801e-05 -1.55157e-05 -2.26912e-05 -1.46263e-05 0.00021278
internal_weight=0 3097 101 53 48 2996 48 2948 2928 2908 50 2858 2833 101 55 46 2732 2700 2678 45 2633 2610 2587 88 55 2499 2475 2455 2426 134
internal_count=3121 3097 101 53 48 2996 48 2948 2928 2908 50 2858 2833 101 55 46 2732 2700 2678 45 2633 2610 2587 88 55 2499 2475 2455 2426 134
is_linear=0
shrinkage=0.1


Tree=1757
num_leaves=31
num_cat=0
split_feature=33 9 2 3 471 471 11 11 16 1420 157 475 0 42 133 2 41 15 3 13 3 11 41 1453 42 1453 1453 1455 1453 1455
split_gain=0.000401022 0.000509885 0.00249858 0.000636516 0.000356866 0.000631942 0.00088148 0.00163186 0.00161865 0.000715774 0.000740697 0.000776105 0.0015378 0.000533049 0.00243496 0.000884213 0.000868635 0.00192222 0.000823512 0.00136733 0.0010159 0.000655158 0.000854249 0.00063899 0.00110956 0.000917912 0.000852323 0.00111689 0.00103745 0.000871419
threshold=-0.018454999999999996 0.088235000000000022 -0.14451499999999998 -0.14186499999999996 0.10693500000000002 0.094575000000000006 0.094350000000000003 0.089270000000000002 0.51747500000000002 -0.086219999999999977 -0.50331999999999988 0.055635000000000011 -0.080499999999999988 -0.16797499999999996 0.089405000000000012 0.098035000000000011 0.086565000000000017 -0.028889999999999996 -0.24462999999999999 0.17001000000000002 -0.16186999999999999 0.078340000000000007 1.0000000180025095e-35 -0.083254999999999982 0.087195000000000009 -0.080524999999999985 -0.076539999999999983 -0.092919999999999989 -0.048199999999999993 -0.065979999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 9 -8 -2 -11 13 -13 14 15 -12 18 -18 19 -15 -20 22 23 24 -22 -25 -27 -28 -29 -30
right_child=1 2 -4 -5 -6 -7 8 -9 -10 10 11 12 -14 16 -16 -17 17 -19 20 -21 21 -23 -24 25 -26 26 27 28 29 -31
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leaf_weight=25 21 22 21 22 20 24 39 20 22 22 27 28 25 20 26 21 44 21 38 20 23 22 23 21 20 22 52 21 33 2356
leaf_count=25 21 22 21 22 20 24 39 20 22 22 27 28 25 20 26 21 44 21 38 20 23 22 23 21 20 22 52 21 33 2356
internal_value=0 -3.22113e-06 -0.000280344 0.000147981 2.72178e-06 -7.47437e-08 4.03175e-06 -3.81187e-06 0.000380268 2.38357e-06 -1.85069e-06 2.591e-06 0.000381701 -4.55947e-06 -0.000269393 0.000152785 2.60342e-06 0.000363798 -6.18641e-06 -0.000456514 6.60073e-07 -6.86232e-06 -2.21254e-06 -7.68907e-06 -0.000389912 -1.12795e-06 -6.69379e-06 -1.15655e-06 -1.10502e-05 -1.72016e-05
internal_weight=0 3096 65 44 3031 3011 2987 2926 61 2906 2885 2863 53 2810 74 48 2736 65 2671 40 2631 2593 2571 2548 43 2505 2484 2462 2410 2389
internal_count=3121 3096 65 44 3031 3011 2987 2926 61 2906 2885 2863 53 2810 74 48 2736 65 2671 40 2631 2593 2571 2548 43 2505 2484 2462 2410 2389
is_linear=0
shrinkage=0.1


Tree=1758
num_leaves=31
num_cat=0
split_feature=44 158 16 1455 1455 14 13 142 11 33 33 39 0 2 0 52 1 3 123 52 3 2 148 1 39 124 1212 13 52 4
split_gain=0.000348666 0.000916821 0.00159934 0.000846554 0.000391916 0.00070569 0.00186177 0.000956575 0.000609709 0.000636878 0.000616136 0.0013209 0.000544853 0.00429241 0.00147261 0.00397413 0.00143208 0.00199774 0.00140857 0.00131396 0.00134967 0.0012168 0.00102533 0.00174209 0.00102067 0.00135604 0.000761022 0.000773443 0.00148917 0.00191653
threshold=0.099360000000000018 -0.47144999999999992 0.052820000000000013 0.11364500000000001 0.10563500000000002 0.083150000000000016 0.0015850000000000003 -0.057499999999999989 -0.014494999999999999 -0.018454999999999996 0.085305000000000006 0.056590000000000008 -0.15599999999999997 0.08622500000000001 -0.14116499999999996 0.084735000000000019 0.076935000000000017 -0.034684999999999994 0.084785000000000013 -0.077024999999999996 0.095270000000000007 0.11548000000000001 -0.063899999999999985 0.11039500000000001 -0.020804999999999994 -0.088544999999999985 -0.47386499999999993 -0.097224999999999992 0.061605000000000007 -0.077519999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -3 -9 -10 12 -12 13 -11 15 16 -14 -18 -19 -15 21 -21 -22 -24 -16 -26 -27 28 -28 -30
right_child=-2 3 -4 -5 -6 6 -8 8 9 10 11 -13 14 19 24 -17 17 18 -20 20 22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=0.0010826988644631846 -0.00032332532591130024 0.00067751273911978525 -0.00016680490381986603 -0.00060725668761575516 0.00038101761601865296 7.6425503660478478e-05 -0.0011269200645620005 -0.00052428040547635064 0.00052827911896874077 0.0013903881886508317 -0.00092111983103677637 0.00016272186096656421 0.00056488019390963024 -0.00071732793832147176 -0.00049715274603491153 -0.0016345582413487139 -0.0011655332591908518 0.00037258980191836601 -0.00067409771305392506 0.00083736065908202116 0.00039292815288164367 -7.6080437051132335e-05 -0.0010702310555169116 5.6626512463588047e-05 0.00062770216253637862 -0.00049110224383184685 3.1220884761751225e-05 -9.0157130836835194e-07 0.0014287696103565395 0.00020164129823180182
leaf_weight=21 33 21 20 23 27 36 20 22 23 25 22 23 25 23 39 20 20 36 20 35 23 25 23 34 36 30 136 2225 20 35
leaf_count=21 33 21 20 23 27 36 20 22 23 25 22 23 25 23 39 20 20 36 20 35 23 25 23 34 36 30 136 2225 20 35
internal_value=0 3.45523e-06 0.000473185 -2.86539e-06 1.73151e-06 -1.68549e-06 -0.000353341 5.01043e-06 1.73943e-07 4.15531e-06 -3.7682e-08 -0.000367156 5.79989e-06 0.000170288 -5.90477e-06 -0.000346682 -9.16572e-05 -0.000307624 -1.22717e-06 -1.68441e-05 9.82353e-05 0.00045676 -0.000170658 -0.00039807 1.04515e-05 1.84275e-05 9.46027e-06 1.56759e-05 0.00020879 0.00064787
internal_weight=0 3088 41 3047 3024 2997 56 2941 2920 2898 2875 45 2830 188 2642 121 101 76 56 163 140 60 80 57 2521 2482 2446 2416 191 55
internal_count=3121 3088 41 3047 3024 2997 56 2941 2920 2898 2875 45 2830 188 2642 121 101 76 56 163 140 60 80 57 2521 2482 2446 2416 191 55
is_linear=0
shrinkage=0.1


Tree=1759
num_leaves=31
num_cat=0
split_feature=33 15 15 2 150 160 401 39 0 0 1 1 2 4 16 47 2 160 0 15 1455 0 457 4 2 97 133 124 16 15
split_gain=0.0003526 0.000418541 0.00259764 0.00291629 0.00187208 0.00190444 0.00152856 0.0017059 0.00221959 0.00206608 0.00299903 0.0155786 0.0033859 0.00308031 0.00411822 0.0030116 0.00281755 0.00228224 0.00184917 0.00235537 0.00141683 0.00138628 0.00131888 0.00116844 0.00159119 0.00115988 0.00126977 0.00196523 0.00263936 0.00109638
threshold=-0.012019999999999998 -0.089964999999999976 -0.088429999999999995 0.088930000000000023 0.10801000000000001 0.11055500000000001 0.10711000000000001 0.085330000000000003 -0.13843999999999998 -0.073309999999999986 0.092390000000000014 0.095285000000000022 0.083715000000000026 0.076415000000000025 -0.25582999999999995 0.086010000000000017 0.085105000000000014 0.088755000000000014 0.0059850000000000016 -0.41942499999999994 0.081065000000000012 -0.26343999999999995 0.26807500000000006 0.066685000000000008 0.097385000000000013 -0.079444999999999988 0.089595000000000022 -0.0037749999999999993 -0.08231999999999999 -0.087894999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 9 -9 10 12 -12 -2 15 -15 -13 -14 20 19 -11 23 -4 29 24 -18 -10 27 -27 -29 -23
right_child=1 2 21 -5 -6 -7 -8 8 25 18 11 13 16 14 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00035326850359394617 -0.00084432712109345533 -0.0016712734758039006 0.00082522575219627463 -3.6261873901821673e-05 0.00097524437481876121 -0.00081883100295090125 -0.00077277542136254768 -0.00087845404288802655 -0.00064834034280426313 -6.2877881382832889e-05 0.0031422811715553205 0.00029039509812844638 0.0013309790886705743 0.00013577324748944699 0.0014991949239629321 -0.0012418821861501783 -0.00010492954968107534 0.00099865356110967712 0.00031497664422204253 -0.0014350376287686894 0.00076807801436059111 0.00071537723969889897 -0.00081946043224888864 -0.00061050662124115566 0.00083126139500000994 0.0009125836457990642 -0.00036715476599056277 0.00056778193404035716 -0.00094787710841046655 -1.0632400564031015e-05
leaf_weight=28 36 20 20 24 22 25 21 36 23 29 21 29 20 72 32 23 134 25 32 22 21 21 20 36 21 35 36 27 20 2190
leaf_count=28 36 20 20 24 22 25 21 36 23 29 21 29 20 72 32 23 134 25 32 22 21 21 20 36 21 35 36 27 20 2190
internal_value=0 3.19803e-06 -1.84935e-05 -0.000779449 6.55814e-05 3.9792e-05 6.83747e-05 9.25722e-05 -0.000177631 0.000179057 0.000260284 0.000585288 6.39504e-05 0.000241077 0.000555288 -0.000387343 0.00019118 9.49944e-05 -0.000280904 -0.00065479 -1.15692e-05 -3.61916e-06 -1.10494e-05 -9.72896e-05 2.19092e-05 1.30211e-06 0.000127927 0.00034528 -7.71794e-05 -3.73679e-06
internal_weight=0 3093 2295 44 798 776 751 730 177 553 470 177 293 156 104 52 257 237 83 51 212 2251 2231 191 155 141 118 82 47 2211
internal_count=3121 3093 2295 44 798 776 751 730 177 553 470 177 293 156 104 52 257 237 83 51 212 2251 2231 191 155 141 118 82 47 2211
is_linear=0
shrinkage=0.1


Tree=1760
num_leaves=31
num_cat=0
split_feature=448 0 48 48 51 48 43 48 3 151 1374 151 42 12 12 2 403 12 47 47 4 1 131 132 403 1208 403 43 3 3
split_gain=0.000365269 0.00110897 0.000414021 0.0012463 0.00256625 0.00180508 0.000989386 0.000939298 0.00163881 0.00115507 0.000890556 0.00112637 0.00282462 0.000942795 0.00456965 0.0080121 0.00258962 0.00322095 0.00175582 0.00390655 0.00144657 0.0012943 0.00120886 0.00157883 0.00120883 0.00145224 0.0028 0.00115106 0.00104883 0.00373827
threshold=0.068920000000000023 -0.26609999999999995 0.083685000000000009 0.089575000000000016 0.088210000000000011 0.091085000000000013 -0.23714499999999997 0.086425000000000016 -0.070099999999999982 -0.08688499999999999 -0.096434999999999979 -0.098364999999999994 0.083995000000000014 0.083715000000000026 0.082480000000000012 0.083935000000000023 -0.5492149999999999 0.09141500000000001 0.096770000000000009 0.07813500000000001 0.51164000000000009 0.13501500000000002 0.10515500000000001 0.10240500000000001 -0.5425549999999999 0.099975000000000008 -0.52800499999999995 -0.51144999999999985 -0.011549999999999998 -0.0069549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 7 -5 -7 9 -9 -4 -3 12 -12 14 18 -16 17 -15 19 22 21 24 23 28 -18 26 -26 -28 -13 -30
right_child=-2 2 3 5 -6 6 -8 8 -10 -11 11 13 -14 16 15 -17 20 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00071020753093762332 -0.00042598606494721031 -0.00060222691838414627 -6.9630287751871426e-05 -0.0006908337524186613 0.0011849121138636422 -0.00057354464249025723 8.8905929850067973e-05 0.00045504144554098062 -0.00058684951317344619 0.00080360848682396345 0.0010113640445550639 0.00016480273308411983 -0.00028853154171883946 0.0017048739636084066 0.00019243735074996949 -0.0023655327897965134 -0.00078183870879001928 1.6887555158553788e-05 0.00076708336197771137 -0.0013646398491286875 0.00083653356356080629 -0.00076399005382605221 0.00069359509778388947 -0.00087271070755694225 -0.0010862739237685068 0.00060336961554966352 0.00068915231143667675 -8.4624968756326875e-06 -0.0013680313007764357 -3.195958879042982e-05
leaf_weight=22 20 26 28 36 28 24 372 26 36 33 35 177 32 20 25 24 20 26 25 23 20 23 22 23 24 39 24 1631 23 234
leaf_count=22 20 26 28 36 28 24 372 26 36 33 35 177 32 20 25 24 20 26 25 23 20 23 22 23 24 39 24 1631 23 234
internal_value=0 2.74741e-06 -2.30752e-06 7.35667e-05 0.000320871 -1.28752e-05 4.87574e-05 0.000124178 -0.000149927 0.000402778 -2.00297e-05 -1.39014e-05 0.000390518 -2.51773e-05 -0.000136732 -0.00106045 9.9928e-06 0.000750795 -5.08464e-05 -9.158e-05 -9.14077e-06 -1.87452e-05 -3.04518e-05 -6.53075e-05 -8.88297e-06 1.15346e-07 -1.38971e-05 1.65397e-06 -2.25188e-05 -0.00015153
internal_weight=0 3101 3079 583 151 432 396 123 62 61 2496 2470 67 2403 576 49 1827 46 527 502 1781 1761 479 457 1738 1718 1679 1655 434 257
internal_count=3121 3101 3079 583 151 432 396 123 62 61 2496 2470 67 2403 576 49 1827 46 527 502 1781 1761 479 457 1738 1718 1679 1655 434 257
is_linear=0
shrinkage=0.1


Tree=1761
num_leaves=31
num_cat=0
split_feature=1429 472 1428 471 471 52 2 155 42 42 42 403 481 4 481 1447 42 4 1209 52 1209 2 13 15 12 133 124 3 52 42
split_gain=0.000363978 0.000962483 0.000500583 0.000489021 0.00058279 0.00047294 0.00135975 0.000647996 0.000401103 0.00372382 0.00168717 0.00130465 0.00114185 0.00386394 0.00191055 0.00179147 0.00245775 0.00127853 0.0046879 0.00347621 0.00571239 0.00211545 0.00234982 0.0062319 0.00118269 0.00129217 0.00101649 0.00118815 0.00108321 0.00235898
threshold=-0.23752499999999996 -0.19476999999999997 0.098365000000000022 0.10338500000000002 0.093985000000000013 -0.55692499999999978 0.091185000000000002 0.12016500000000001 0.085730000000000015 0.086035000000000014 0.08623500000000002 -0.5341999999999999 -0.086219999999999977 -0.050494999999999991 -0.082049999999999984 -0.084114999999999981 0.086375000000000021 -0.080744999999999997 -0.074484999999999982 0.10611000000000001 -0.083969999999999989 0.090790000000000023 -0.066634999999999986 0.085935000000000025 0.087445000000000009 -0.14643999999999999 -0.0066649999999999991 -0.084144999999999984 0.048770000000000008 0.090090000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 11 -10 -11 -7 13 -12 -14 -16 -17 19 -19 20 -18 22 23 -22 26 -26 -20 -28 29 -29
right_child=1 2 -4 -5 -6 7 -8 -9 9 10 12 -13 14 -15 15 16 17 18 24 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.00040531250415369873 0.00056654558148390302 -0.00036481685636404327 -0.00047792918002497495 -0.00046896397940475839 0.0005422382662072778 -0.00081422211896140309 0.00063784565212891299 -0.00051193003600928937 0.0013336157659068705 -0.00089027471680310551 -0.0011419896476581926 -2.1276273184036764e-05 0.00086109160269000416 0.00045170846998848118 -0.00064514480237031011 0.0011608582617191133 0.0019932185421401463 -0.0012574804652731161 0.00011771612055757008 -0.00070256575683223289 -0.00072239735280163594 0.00096261687483222751 -0.0007822107970631416 0.0015584529630596872 0.00071578603802305285 7.1828628672119846e-05 0.00023472275955740502 -0.0016021087859934642 6.5650979377096522e-05 -0.00034279460572482403
leaf_weight=22 30 21 22 22 20 21 38 25 22 20 32 1739 29 29 37 20 22 29 74 28 25 28 28 23 33 559 27 21 24 51
leaf_count=22 30 21 22 22 20 21 38 25 22 20 32 1739 29 29 37 20 22 29 74 28 25 28 28 23 33 559 27 21 24 51
internal_value=0 2.87733e-06 -2.63262e-06 7.99124e-07 4.21558e-06 6.34733e-07 0.000280966 -4.9795e-06 -6.40657e-07 4.49843e-05 2.00941e-05 -3.07376e-05 3.63652e-05 -0.00038433 6.06208e-05 3.80614e-05 6.35439e-05 4.09654e-05 -8.79764e-06 0.000305291 0.000529259 0.000219576 -5.41766e-05 0.00037051 3.70982e-05 0.000107725 -0.00017514 -0.000351331 -0.000516158 -0.000710095
internal_weight=0 3099 3069 3047 3025 3005 59 2946 2921 1161 1139 1760 1119 61 1058 1029 992 972 818 154 126 104 76 48 789 592 197 123 96 72
internal_count=3121 3099 3069 3047 3025 3005 59 2946 2921 1161 1139 1760 1119 61 1058 1029 992 972 818 154 126 104 76 48 789 592 197 123 96 72
is_linear=0
shrinkage=0.1


Tree=1762
num_leaves=31
num_cat=0
split_feature=421 147 147 1348 447 2 0 1426 1426 156 156 1375 1375 151 1375 16 47 2 2 1429 1 156 475 0 3 4 3 12 3 43
split_gain=0.000347037 0.00108477 0.000914074 0.000737299 0.000884721 0.000662818 0.000630556 0.000455505 0.000676689 0.000559111 0.00432252 0.00216984 0.0014667 0.000802249 0.00103154 0.000631973 0.000618496 0.000892988 0.00207238 0.00168028 0.00127478 0.00135825 0.00077066 0.0013221 0.000582332 0.00240021 0.00581433 0.00272352 0.00171937 0.00302988
threshold=-1.0000000180025095e-35 0.11252000000000001 0.097985000000000017 0.089175000000000018 0.08870500000000002 0.091265000000000013 -0.26343999999999995 -0.089244999999999977 -0.052649999999999995 0.087610000000000007 0.087380000000000013 -0.15308499999999997 -0.082349999999999993 0.0014250000000000003 -0.081379999999999994 -0.54165499999999989 0.080455000000000013 0.12198500000000001 0.11067500000000001 -0.026244999999999997 0.10234000000000001 0.11048500000000001 -0.082014999999999991 -0.089964999999999976 -0.081734999999999988 -0.078629999999999992 -0.080884999999999985 0.095330000000000012 -0.083344999999999989 0.0034250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -8 -9 10 11 -10 -13 14 -11 -14 17 18 19 -16 21 22 -21 -24 28 26 -26 -28 -17 -30
right_child=1 -3 -4 -5 5 -7 7 8 9 13 -12 12 15 -15 16 24 -18 -19 -20 20 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.000415218630223535 0.00055117911745453183 0.00073676708794664599 -0.00064436573937365956 0.00059302703119187969 -3.9696401836408768e-06 -0.00076969718882957336 0.00041800846542733219 -0.00046714335518528624 0.00073909507736038323 0.00087860621275467573 -0.0014769563161462431 -0.00084476258738764697 0.00038383150808286013 -0.00032787288107690127 -0.00051669672800926493 -1.5699685514181346e-05 0.00057580856487870081 0.00056668599016802552 -0.0006765380650019349 -4.2225593824696267e-05 0.00092511011817906466 -0.000586230998087558 7.4807315953269926e-05 0.0011357962920674649 -0.0014898331151160069 -1.1915791983295351e-06 5.9522498785928993e-05 -0.001095925129053891 0.00045558683636192526 -0.00074340838909847662
leaf_weight=20 21 20 22 21 20 26 26 31 39 20 20 21 41 34 30 930 28 32 37 32 27 20 24 23 38 1161 136 24 173 24
leaf_count=20 21 20 22 21 20 26 26 31 39 20 20 21 41 34 30 930 28 32 37 32 27 20 24 23 38 1161 136 24 173 24
internal_value=0 2.67797e-06 -2.0873e-06 2.5319e-06 -1.54986e-06 -0.000436772 5.14139e-06 1.28182e-06 -2.39726e-06 2.54684e-06 -1.24847e-05 -1.1629e-06 -1.24934e-05 0.000130192 0.000187241 -5.57702e-06 0.000132587 7.7431e-05 -3.68905e-06 0.000155897 0.000316038 0.000149928 0.000336297 0.000594015 -1.19993e-05 -5.60737e-05 -0.000377883 -0.000113795 4.11482e-05 0.000309516
internal_weight=0 3101 3081 3059 3038 46 2992 2971 2945 2914 2607 2587 2548 307 273 2527 253 225 193 156 126 99 79 47 2486 1359 198 160 1127 197
internal_count=3121 3101 3081 3059 3038 46 2992 2971 2945 2914 2607 2587 2548 307 273 2527 253 225 193 156 126 99 79 47 2486 1359 198 160 1127 197
is_linear=0
shrinkage=0.1


Tree=1763
num_leaves=31
num_cat=0
split_feature=1 1 1210 33 1 1 1 0 1375 1374 0 1456 3 483 483 479 13 50 50 158 16 16 0 0 0 0 15 3 1 3
split_gain=0.000368935 0.00472112 0.00233063 0.0022993 0.00169942 0.00270896 0.00142691 0.0013198 0.00130509 0.00189517 0.00110738 0.00105842 0.00217205 0.00156342 0.00192062 0.00109248 0.00120309 0.00175633 0.0024198 0.00169561 0.00140665 0.00187406 0.00189633 0.00186386 0.00139033 0.00301516 0.00239427 0.00264193 0.00220116 0.00209153
threshold=0.091345000000000023 0.09202500000000001 -0.42132499999999995 -1.0000000180025095e-35 0.090740000000000015 0.090130000000000016 0.092695000000000013 -0.26609999999999995 0.093520000000000006 -1.0000000180025095e-35 -0.23194499999999998 -0.0077899999999999992 -0.078084999999999988 0.10143000000000001 0.09567500000000001 0.091680000000000011 -0.010384999999999998 0.13276000000000002 0.11768500000000003 0.10345000000000001 -0.08595499999999999 -0.0094449999999999968 -0.064339999999999994 -0.047369999999999995 -0.073309999999999986 -0.080434999999999993 -0.015039999999999998 -0.042499999999999989 0.13707500000000003 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 10 -5 -8 9 -9 -4 12 -11 14 15 16 17 18 19 20 -13 -22 -23 -24 25 26 27 -18 -26 -29
right_child=1 3 4 6 -6 -7 7 8 -10 11 -12 13 -14 -15 -16 -17 24 -19 -20 -21 21 22 23 -25 28 -27 -28 29 -30 -31
leaf_value=0.0010729082616827716 -0.0011733456168763548 0.00095896286948118361 0.00067893267271574589 -0.00084708512627652713 0.00076105344715566995 -0.00090990581174992262 -0.00073141295346431431 0.00093872465050398298 -0.00079485135735012601 -0.00031634069862775506 9.1170431517916011e-06 8.0845985519133412e-05 0.0010698143564337233 -0.00067029292157611865 0.00097090106108225875 0.00070907842018641531 -0.00057174148760563898 -0.00098394837041269065 0.00091639455905268832 -0.0010584483051206915 -0.00075153651890263616 0.00031069788686286079 -0.0011613864786947186 4.4027033254678827e-06 6.1502639683736965e-05 0.0014024366320386022 -0.0006011176929336436 0.0011103877039369597 -0.00083973104574397439 9.7594090957978834e-05
leaf_weight=21 36 24 25 21 30 32 25 22 20 20 1943 185 26 36 20 20 23 24 22 20 63 61 24 32 177 22 33 44 32 38
leaf_count=21 36 24 25 21 30 32 25 22 20 20 1943 185 26 36 20 20 23 24 22 20 63 61 24 32 177 22 33 44 32 38
internal_value=0 -4.76013e-05 2.48335e-05 -8.40712e-06 1.39913e-05 2.78537e-06 -3.13941e-05 -1.40741e-05 4.52908e-06 2.14651e-05 1.76259e-05 -4.21777e-07 0.000467138 -2.4974e-05 2.68251e-06 -2.09326e-05 -3.91829e-05 -0.000152652 -0.000103632 -0.00016192 -0.000112795 -0.000311815 -7.50412e-05 -0.000495221 9.3352e-05 0.000315202 0.000141875 0.000375386 -7.64853e-05 0.000641044
internal_weight=0 1070 2051 1034 2030 2000 1010 989 964 944 1968 922 46 876 840 820 800 431 407 385 365 180 117 56 369 160 138 105 209 82
internal_count=3121 1070 2051 1034 2030 2000 1010 989 964 944 1968 922 46 876 840 820 800 431 407 385 365 180 117 56 369 160 138 105 209 82
is_linear=0
shrinkage=0.1


Tree=1764
num_leaves=31
num_cat=0
split_feature=33 129 390 1185 393 42 394 130 394 403 0 15 9 2 1210 12 4 1208 403 42 402 12 52 52 12 3 0 2 2 1
split_gain=0.000371128 0.000360765 0.000784779 0.000481714 0.00105396 0.00197667 0.000637868 0.00152418 0.000537466 0.000581156 0.00111635 0.000871548 0.00050702 0.00305017 0.000495369 0.00230899 0.00198879 0.000898621 0.000697893 0.00259591 0.00102042 0.000512452 0.00132417 0.00153418 0.0010165 0.000945335 0.00190586 0.00131488 0.00322083 0.00188232
threshold=-0.012019999999999998 -0.084544999999999981 0.087590000000000015 -0.10973499999999999 0.10358500000000001 -0.015274999999999999 -0.09095499999999998 -0.0091299999999999975 -0.0060099999999999989 -0.08989999999999998 -0.079119999999999982 0.083935000000000023 0.091600000000000015 -0.15339499999999998 0.0028200000000000005 0.096990000000000007 -0.07712999999999999 0.097165000000000015 -0.5335399999999999 0.09112000000000002 0.31115000000000004 0.10866500000000003 0.087555000000000008 0.11989500000000002 0.10711000000000002 -0.092644999999999991 0.10455500000000001 0.12198500000000001 0.11474000000000002 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 -5 9 -8 11 -11 14 -14 17 16 -16 18 19 -10 21 24 -23 -24 25 27 -27 28 29 -20
right_child=1 2 -4 4 5 -7 8 -9 12 10 -12 -13 13 -15 15 -17 -18 -19 20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00036243160544212777 -0.00035403981938933221 -0.00048780351178720596 0.00049917397805074868 -0.00103581240222411 0.00097619949490763242 -0.00028877430789483094 0.00061368611287824549 7.0515274207785044e-05 0.0010817316576140002 0.00022591263046100116 0.00067472710051452332 -0.00054983426047588838 -0.00033999742610224835 0.0012313661398366095 8.3914134672470803e-05 -0.00057890538693122242 0.0013712838962895886 -0.0005816825355785633 0.00037290434532148237 -0.00034543068972058021 -0.00073091115307761362 -4.429709697433282e-05 0.0010805773990189968 0.00012303364187987012 -0.00066137784160673623 -3.6672304644252008e-05 -0.0007814217215803053 0.00088595439641115574 -0.00092262440225264692 -7.5310655299036912e-05
leaf_weight=28 28 20 32 20 30 21 28 33 25 30 23 28 30 21 28 23 21 28 192 26 20 138 27 44 25 1883 35 21 30 183
leaf_count=28 28 20 32 20 30 21 28 33 25 30 23 28 30 21 28 23 21 28 192 26 20 138 27 44 25 1883 35 21 30 183
internal_value=0 3.28098e-06 6.54525e-06 1.34772e-06 4.59466e-06 0.000455328 -3.16611e-06 -0.000346967 3.0977e-06 0.000220954 8.51944e-05 -0.000148586 -5.38312e-06 0.000307035 -1.11792e-05 0.000247663 0.000635644 -1.81409e-05 -1.21843e-05 0.000354159 -1.93758e-05 -1.38557e-05 0.000136249 0.00048717 -2.70984e-05 -2.03335e-05 -5.02626e-05 0.000114418 7.44125e-05 0.000154175
internal_weight=0 3093 3065 3033 3013 51 2962 53 2909 109 81 58 2800 51 2749 72 49 2677 2649 51 2598 2578 209 71 2369 2344 1918 426 405 375
internal_count=3121 3093 3065 3033 3013 51 2962 53 2909 109 81 58 2800 51 2749 72 49 2677 2649 51 2598 2578 209 71 2369 2344 1918 426 405 375
is_linear=0
shrinkage=0.1


Tree=1765
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1208 1429 156 1426 1425 1425 475 43 3 157 0 1372 475 0 12 133 457 475 43 3 42 3 474 157 457 4 1373
split_gain=0.000377151 0.000867045 0.000464963 0.0026452 0.000334755 0.000789301 0.000372712 0.000653633 0.000930613 0.000401474 0.00207767 0.00378547 0.00461919 0.00187673 0.00163863 0.000925821 0.00122104 0.00156576 0.000778005 0.000707966 0.000902926 0.00249931 0.00105644 0.00148433 0.00107677 0.000706264 0.00166247 0.00084547 0.00153145 0.000998269
threshold=0.11846000000000001 0.10383000000000002 0.2506000000000001 0.089655000000000012 -0.23752499999999996 0.32232500000000003 -0.082379999999999995 0.10034500000000002 0.082985000000000017 -0.085719999999999977 -0.085594999999999991 -0.087429999999999994 -0.08237499999999999 -0.087414999999999979 -0.065504999999999994 -0.082549999999999998 -0.077999999999999986 0.085955000000000018 0.085815000000000016 -0.14786499999999997 -0.010194999999999997 -0.082144999999999982 0.092670000000000016 0.087665000000000007 -0.077564999999999981 0.081755000000000008 -0.089834999999999984 -0.084274999999999989 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 10 -8 -12 -13 -14 -11 16 17 18 -16 -17 21 -21 23 -23 -25 27 -27 28 -22 -29
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 14 11 12 13 -15 15 19 -18 -19 -20 20 25 22 -24 24 -26 26 -28 29 -30 -31
leaf_value=-0.0003907155041815713 0.000379275357856666 -0.00052101829921866736 -0.00038952844954716668 0.0010744450001410493 -0.00041389755126808515 0.00057196552418948459 0.00078540827410343366 -0.00057049376191571361 0.00065107403577051391 -0.00070038744358017163 0.00081576029359198678 -0.001715922544133805 -0.0007535039123558818 0.0004546663295412954 -0.00015216443633627415 0.00044009640550939371 -0.00030844884039834142 0.0012312216318345495 0.0006075010312577853 -0.0011091879955659222 8.5937154030294281e-06 0.00051668050705403509 -0.00057838021331311519 -0.00079764247083486143 0.00015292891481434568 -7.9444169409036868e-05 0.0010759830684401095 -9.9646773385803025e-06 -0.0010715993656222487 0.00063833271779003555
leaf_weight=22 26 32 30 23 22 24 39 20 22 34 34 21 20 36 28 34 25 21 26 28 35 45 30 22 26 33 20 2298 21 24
leaf_count=22 26 32 30 23 22 24 39 20 22 34 34 21 20 36 28 34 25 21 26 28 35 45 30 22 26 33 20 2298 21 24
internal_value=0 -3.18616e-06 2.22377e-06 6.09867e-06 -2.06477e-06 7.96778e-07 -3.82807e-06 -7.61609e-07 3.138e-06 -1.77738e-06 0.000157535 -6.30686e-05 -0.000451123 2.3177e-05 -1.04672e-05 -1.83046e-06 0.000296789 0.000498534 0.0002136 -1.32456e-05 -1.92152e-05 -0.00025649 -6.23802e-05 0.000104071 -0.00028275 -4.47702e-06 0.000356566 -1.25238e-05 -0.000396479 -3.26393e-06
internal_weight=0 3095 3063 3033 3010 2988 2964 2942 2922 2900 150 111 77 56 2750 2716 100 75 54 2616 2582 151 123 93 48 2431 53 2378 56 2322
internal_count=3121 3095 3063 3033 3010 2988 2964 2942 2922 2900 150 111 77 56 2750 2716 100 75 54 2616 2582 151 123 93 48 2431 53 2378 56 2322
is_linear=0
shrinkage=0.1


Tree=1766
num_leaves=31
num_cat=0
split_feature=156 155 1208 16 16 1208 42 42 42 42 403 42 34 123 10 10 1213 2 3 1210 1213 12 42 13 13 15 2 401 403 12
split_gain=0.000410469 0.000671677 0.000384908 0.00318385 0.00228638 0.00157919 0.00037703 0.00306089 0.00142272 0.00140273 0.0013167 0.00127264 0.00092812 0.00236061 0.00165699 0.00158065 0.000875174 0.00528486 0.00305805 0.00139917 0.00373982 0.00115779 0.00269314 0.00178777 0.00319661 0.00171202 0.00216521 0.00161994 0.00148988 0.00382527
threshold=0.3248100000000001 0.14230000000000001 0.10233500000000001 -0.079734999999999986 -0.071359999999999993 0.089655000000000012 0.085730000000000015 0.086035000000000014 0.085345000000000018 0.08623500000000002 -0.5341999999999999 0.086375000000000021 -0.057544999999999992 0.083805000000000004 -0.010699999999999999 -0.33290999999999993 0.060985000000000004 0.085625000000000021 -0.080884999999999985 -0.061049999999999993 -0.083944999999999978 0.097575000000000009 0.10077000000000001 -0.069964999999999986 -0.059629999999999996 0.12211500000000002 0.10327000000000001 -1.0000000180025095e-35 -0.084339999999999984 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 8 -8 12 -9 -11 -12 13 -1 15 -14 19 -18 -19 20 -13 27 -23 -24 -25 26 -26 -21 29 -29
right_child=-2 -3 3 4 -6 -7 7 9 -10 10 11 16 14 -15 -16 -17 17 18 -20 21 -22 22 23 24 25 -27 -28 28 -30 -31
leaf_value=0.00093924729281913161 -0.00042089126629592932 0.00053009489395966134 0.0012821012124913979 -0.00098564843868925462 0.00050832065520808097 -0.00087017459695094401 0.0012412350979589281 -0.00080726933141704647 -0.00071099336831442392 -0.00061571892195691664 0.00082678587884098915 0.00050893105191947968 -3.8683008169755341e-05 -0.00021500570024678332 -1.6165983236250551e-05 -0.0012959202006459236 0.0015222397516761422 -0.0011538226794939311 0.00044254092541190661 -0.00076800555818610724 -0.0011521790397113585 0.001077951310606509 -0.00066327272977035213 0.001334650561594489 -0.0011324875162575733 0.00053791253918792465 0.00019321206870829752 -0.00036378377582877873 -1.3537735700492902e-05 0.0015920456140884201
leaf_weight=34 23 24 20 21 20 21 21 20 30 30 21 23 20 37 1703 20 26 21 28 27 33 34 26 22 22 33 28 20 693 20
leaf_count=34 23 24 20 21 20 21 21 20 30 30 21 23 20 37 1703 20 26 21 28 27 33 34 26 22 22 33 28 20 693 20
internal_value=0 3.12476e-06 -9.89512e-07 0.000247702 -0.000256883 -6.02442e-06 4.08041e-08 4.50309e-05 -2.79682e-05 2.27413e-05 3.7737e-05 5.59391e-05 -1.66723e-05 0.000337735 -3.11089e-05 -0.000667302 4.06098e-05 0.000369855 -0.000241615 1.54382e-05 -0.000469937 4.48231e-05 0.000284933 7.91111e-05 0.000262939 -2.11286e-05 -0.000390096 -7.30601e-06 2.07143e-05 0.000614131
internal_weight=0 3098 3074 61 41 3013 2992 1148 1844 1127 1107 1077 1814 71 1743 40 1056 75 49 981 56 925 165 131 105 83 50 760 733 40
internal_count=3121 3098 3074 61 41 3013 2992 1148 1844 1127 1107 1077 1814 71 1743 40 1056 75 49 981 56 925 165 131 105 83 50 760 733 40
is_linear=0
shrinkage=0.1


Tree=1767
num_leaves=31
num_cat=0
split_feature=156 1429 481 1447 2 52 481 1451 1456 49 1454 158 159 484 52 0 0 3 154 51 160 1455 4 1455 1446 50 132 1211 1209 1210
split_gain=0.00033248 0.000632446 0.000340384 0.00361867 0.00472681 0.00141893 0.000625201 0.00078636 0.000454509 0.00172297 0.00114041 0.000613731 0.000811895 0.00123148 0.00171329 0.00114 0.000981242 0.000974856 0.000642572 0.00111063 0.000789579 0.000701499 0.00115975 0.000870925 0.000723118 0.00069587 0.00394747 0.00634635 0.00330584 0.00176637
threshold=0.3248100000000001 -0.23166999999999996 -0.086484999999999992 -0.085684999999999997 0.085485000000000019 -0.018574999999999998 -0.084329999999999988 0.087145000000000014 0.092265000000000014 0.10299000000000001 0.074020000000000016 0.13634500000000002 0.11389500000000001 -0.096419999999999992 -0.029369999999999997 -0.086284999999999987 -0.064339999999999994 -0.078084999999999988 0.084190000000000001 -0.44986999999999994 0.11281500000000001 -0.091604999999999978 -0.019614999999999997 -0.037084999999999993 -1.0000000180025095e-35 0.089465000000000017 -0.083284999999999984 0.11013500000000002 -0.094304999999999986 -0.062079999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -4 8 11 10 -10 12 13 14 -8 -14 17 -17 19 -15 21 22 -21 -23 -25 28 -27 29 -26 -28
right_child=-2 2 6 4 5 -7 7 -9 9 -11 -12 -13 15 18 -16 16 -18 -19 -20 20 -22 23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.00051416114817660246 -0.00037880215044740748 0.0010130411729473313 -0.00041613885110269329 -0.0011423951846154523 -0.00015287643847321827 0.00097269020722402875 -0.0001168587605559057 0.0004756314062807874 -0.0010956369325867854 0.00041743094841516877 -0.00017835479694908965 0.00055068871704861528 -0.00096527235964458677 -0.00073491233744702887 0.00089733385531063606 -0.00026670838484451888 -0.00053640150874871909 0.00070881466337596071 0.00053210672232870072 -0.00089486106691132907 0.00056618026283103971 0.00059628202725434684 0.00014634567531174981 0.00047095600598221344 -0.0012867490378474552 0.0012970518985149773 0.0010604969039559365 -0.0013239720905403375 -2.5638940182104205e-05 9.2060561198988142e-05
leaf_weight=24 23 35 37 32 21 24 31 34 23 27 33 20 20 21 36 21 31 20 22 23 24 24 20 31 21 26 20 32 2042 323
leaf_count=24 23 35 37 32 21 24 31 34 23 27 33 20 20 21 36 21 31 20 22 23 24 24 20 31 21 26 20 32 2042 323
internal_value=0 2.81228e-06 -1.18003e-06 0.000169946 -0.000213279 0.000447426 -7.6507e-06 -2.4835e-06 -8.10643e-06 -0.000238732 -0.000555096 -1.28952e-06 -5.24919e-06 4.71948e-06 0.000428081 -0.000297375 -0.000111848 0.000209157 -6.06986e-06 -1.06114e-05 -4.72965e-06 -1.00777e-05 -0.000410579 -3.24109e-06 -9.00804e-06 -1.50466e-05 0.000105491 2.28757e-05 -3.84762e-05 0.000148529
internal_weight=0 3098 3074 112 77 45 2962 2925 2891 83 56 2808 2788 2696 67 92 72 41 2629 2607 2586 2562 43 2519 2495 2464 401 375 2063 343
internal_count=3121 3098 3074 112 77 45 2962 2925 2891 83 56 2808 2788 2696 67 92 72 41 2629 2607 2586 2562 43 2519 2495 2464 401 375 2063 343
is_linear=0
shrinkage=0.1


Tree=1768
num_leaves=31
num_cat=0
split_feature=44 158 16 1455 47 47 47 47 47 39 3 3 133 16 42 0 1425 47 156 160 4 12 2 12 0 11 43 3 2 1
split_gain=0.000352173 0.000772868 0.00128044 0.000753249 0.000394787 0.00229982 0.00162519 0.00104797 0.00180271 0.00101979 0.00214578 0.00631781 0.00132692 0.0019901 0.00187041 0.000728179 0.000693373 0.000685367 0.000653242 0.000968602 0.000990132 0.00173713 0.00276044 0.00229541 0.00146324 0.000808568 0.0013902 0.000799516 0.0026382 0.0018285
threshold=0.099360000000000018 -0.47144999999999992 0.052820000000000013 0.11364500000000001 0.092165000000000011 0.09550500000000002 0.088915000000000008 0.085770000000000027 0.079365000000000005 0.10076500000000001 -0.042499999999999989 0.0041950000000000008 -0.14717499999999997 -0.042349999999999992 0.084755000000000011 -0.26343999999999995 0.10129000000000002 0.12171500000000002 0.091335000000000013 -0.089744999999999978 0.50996500000000011 0.092200000000000018 0.10912000000000001 0.096395000000000022 -0.083389999999999978 0.095720000000000013 -1.0000000180025095e-35 -0.16726499999999997 0.10882500000000002 0.089875000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 8 15 10 12 -12 -7 14 -14 -3 18 -13 25 -20 21 22 24 -23 -21 27 -27 28 29 -17
right_child=-2 3 -4 -5 5 9 -8 -9 -10 -11 11 17 13 -15 -16 16 -18 -19 19 20 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00098012285494145806 -0.00032494723535971085 0.00058705103302989826 -0.00013788850723358339 -0.00057244250302850876 -0.0010247922998387368 0.00056629452580333843 0.00065501533830777199 -0.00066730875886328843 0.00068548691864961245 -0.00062051084602829246 0.0020116929936921223 -0.00052967941909710969 -0.0015012860414572061 1.832455814894337e-06 -0.00026852190831050393 0.0014549332650494763 -0.00052827982418239116 0.00026900454568454908 -0.00042606337859372919 0.00092392738709653121 -0.00027570408730146786 -0.00082595743539665514 0.0015198305952944793 0.0004437869740909914 -4.2949022673484352e-05 0.00011404801071399735 -0.0010509001070749947 -1.7167393079883537e-05 -0.00056385774999701726 0.00024992414674831229
leaf_weight=21 33 21 20 23 25 24 39 23 39 26 20 22 20 116 32 20 25 21 24 24 30 24 25 35 45 21 20 2245 24 34
leaf_count=21 33 21 20 23 25 24 39 23 39 26 20 22 20 116 32 20 25 21 24 24 30 24 25 35 45 21 20 2245 24 34
internal_value=0 3.47256e-06 0.000434751 -2.33067e-06 2.0055e-06 -0.000105679 1.4129e-05 4.79915e-06 1.06194e-05 -2.39077e-05 3.69224e-05 0.000543333 -0.000129244 -0.000228606 -0.000742662 5.62103e-07 -4.18222e-06 -0.000139624 9.14021e-07 0.000171257 0.000249594 0.000352594 0.000619546 -7.27192e-05 0.000293356 -1.40018e-05 -0.000454219 -6.23216e-06 0.000308506 0.000696224
internal_weight=0 3088 41 3047 3024 306 2718 2679 2656 281 255 63 192 168 52 2617 2596 43 2571 207 183 153 94 59 69 2364 41 2323 78 54
internal_count=3121 3088 41 3047 3024 306 2718 2679 2656 281 255 63 192 168 52 2617 2596 43 2571 207 183 153 94 59 69 2364 41 2323 78 54
is_linear=0
shrinkage=0.1


Tree=1769
num_leaves=31
num_cat=0
split_feature=1429 1426 1426 156 4 3 3 3 1 51 156 3 156 1374 1 1374 15 475 475 157 156 14 12 150 149 33 33 3 9 2
split_gain=0.000334767 0.000845925 0.000526754 0.000450935 0.00120373 0.00124816 0.0012903 0.000598363 0.000725196 0.00106087 0.000567612 0.00365426 0.00655892 0.00144314 0.00420934 0.00135844 0.00118853 0.00141225 0.000742454 0.00210195 0.00106396 0.000681717 0.00124523 0.000967783 0.00103303 0.000497927 0.000475462 0.00194701 0.000736465 0.000738551
threshold=-0.23752499999999996 -0.089244999999999977 -0.052649999999999995 0.091335000000000013 -0.50052499999999989 -0.10831999999999999 -0.082404999999999992 -0.079594999999999985 0.12000500000000001 -0.12463499999999998 0.087380000000000013 -0.087429999999999994 0.087860000000000008 0.088035000000000016 0.095950000000000021 0.078255000000000005 -0.026084999999999994 -0.084144999999999984 0.05680000000000001 0.23903500000000003 -0.092624999999999985 0.083150000000000016 0.081420000000000006 0.12706500000000001 0.088915000000000008 -0.044254999999999996 0.085305000000000006 -0.0063699999999999989 0.092235000000000011 -0.080614999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 10 -5 -6 -7 -8 9 -9 13 -12 -13 15 -15 18 -14 -18 19 20 -4 23 -23 24 25 -22 28 -28 29 -27
right_child=1 2 3 4 5 6 7 8 -10 -11 11 12 16 14 -16 -17 17 -19 -20 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00038870840732918376 0.00062064427078108901 -0.00041179098131960347 -0.00073226435182732535 0.0006687280062275629 -0.00053141048501856856 0.00067940351242820433 -0.00044960742234252394 -0.00015019927804101388 -0.00028162320459159675 0.00066251587704755375 0.00081699878803472264 -0.0021251426043454556 0.00058118621120229364 0.001537680913410757 -0.00024781606484940578 -0.00081062042098935879 0.0003128683037357405 -0.00077942754889653745 -0.00049776410945924 0.00097589441654484044 0.00049116299321342791 0.00018222619604784998 -0.00089667296927908196 0.00061363939558549863 -0.00069804626428300424 0.00049521353367405633 -0.0010455141589045525 0.0003177573301152072 0.00053729870347664344 -4.1124361636940061e-06
leaf_weight=22 22 31 20 36 32 36 24 29 32 36 26 20 20 23 31 21 20 29 30 22 21 20 23 26 21 30 20 22 26 2350
leaf_count=22 22 31 20 36 32 36 24 29 32 36 26 20 20 23 31 21 20 29 30 22 21 20 23 26 21 30 20 22 26 2350
internal_value=0 2.75946e-06 -1.6583e-06 2.51573e-06 0.000138755 3.78077e-05 0.000153827 -2.54321e-06 0.000108071 0.00029992 -8.35057e-06 -0.000225941 -0.00053062 8.96618e-07 0.000512673 -9.52418e-06 -6.84393e-05 -0.000333593 -3.13002e-06 2.5751e-06 -5.72774e-06 -4.94542e-08 -0.000394859 6.69809e-06 3.60553e-07 6.30083e-06 2.14147e-06 -0.00033142 7.96423e-06 2.18159e-06
internal_weight=0 3099 3077 3046 225 189 157 121 97 65 2821 115 89 2706 54 2652 69 49 2631 2601 2579 2559 43 2516 2490 2469 2448 42 2406 2380
internal_count=3121 3099 3077 3046 225 189 157 121 97 65 2821 115 89 2706 54 2652 69 49 2631 2601 2579 2559 43 2516 2490 2469 2448 42 2406 2380
is_linear=0
shrinkage=0.1


Tree=1770
num_leaves=31
num_cat=0
split_feature=33 9 2 15 15 132 12 1186 1447 403 133 1208 15 1209 401 402 15 13 2 1455 12 12 1212 12 133 132 403 12 13 13
split_gain=0.000367906 0.000373263 0.00283383 0.000369309 0.00252528 0.00206487 0.0108429 0.00958689 0.00169171 0.00417756 0.0039182 0.00232801 0.00194332 0.00201624 0.00153717 0.00317239 0.0017177 0.00295992 0.00143505 0.0013584 0.00133131 0.00340584 0.00291442 0.0023271 0.00155234 0.00136563 0.00163633 0.00223388 0.00437774 0.00419797
threshold=-0.012019999999999998 0.091600000000000015 -0.15339499999999998 0.087575000000000014 0.087260000000000018 -0.083284999999999984 0.091840000000000019 0.049580000000000006 -0.085709999999999995 -0.54631999999999992 0.40431 0.099975000000000008 0.088060000000000013 -0.074484999999999982 0.11444000000000001 0.10874500000000002 0.085935000000000025 -0.064619999999999983 0.086375000000000021 -0.092919999999999989 0.089085000000000011 0.090020000000000017 0.091315000000000021 0.091085000000000013 0.091250000000000012 0.090050000000000005 1.0000000180025095e-35 0.096830000000000013 -0.079299999999999995 -0.069964999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 14 6 -5 8 -7 10 -10 12 -11 -14 15 16 -2 -18 -19 -15 22 -22 24 -23 -21 26 27 28 -25 -29
right_child=1 2 -4 5 -6 7 -8 -9 9 11 -12 -13 13 19 -16 -17 17 18 -20 20 21 23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=-0.00036085492195395223 -2.1610585615416011e-05 -0.00031401327009503307 0.0011719817107188561 -0.00094376536130550369 -0.0010642380720469191 0.00075946349184960135 0.0021676869058865123 -0.0020380762081582695 -0.0018857976009409565 0.00084994665521662691 6.9940072135068478e-05 0.00094094081541697963 -0.00083609766639151191 0.00083504902151451633 0.00071227998595186997 -0.00092634304739093703 0.0014096708148312958 -0.00052077434835761478 0.00052458792423090803 0.00010506257837069994 0.0011248390510445461 -0.00079548824229277678 -0.0013041685618061041 0.0018552911931086177 -0.00079298349826232249 -0.00051104778899267939 -0.00025928325087685761 -0.0012464352473173113 0.0002984513047634471 0.00032541628853742331
leaf_weight=28 2099 33 21 21 23 35 24 22 21 30 20 32 26 22 29 38 23 24 29 118 32 30 21 24 23 30 60 21 73 89
leaf_count=28 2099 33 21 21 23 35 24 22 21 30 20 32 26 22 29 38 23 24 29 118 32 30 21 24 23 30 60 21 73 89
internal_value=0 3.26672e-06 0.000263874 -1.36401e-06 -2.17422e-05 5.82699e-05 0.000715676 1.76893e-05 8.16593e-05 4.63571e-05 -0.000931779 0.000109913 6.55172e-05 2.41588e-05 -1.10476e-05 -2.05263e-05 -4.70056e-06 0.000462328 5.12163e-05 6.53498e-05 3.28481e-05 0.00014023 -0.000205116 4.3877e-05 -4.14272e-05 0.000128661 0.000200539 0.00033382 0.000683649 2.53355e-05
internal_weight=0 3093 54 3039 2265 774 45 729 707 672 41 631 599 569 2242 2213 2175 76 53 543 521 359 162 327 141 297 267 207 97 110
internal_count=3121 3093 54 3039 2265 774 45 729 707 672 41 631 599 569 2242 2213 2175 76 53 543 521 359 162 327 141 297 267 207 97 110
is_linear=0
shrinkage=0.1


Tree=1771
num_leaves=31
num_cat=0
split_feature=1209 1209 1209 1209 1210 401 403 43 402 400 12 2 0 400 400 1204 12 402 1212 402 403 12 402 129 402 402 402 16 402 131
split_gain=0.000366611 0.000363066 0.000422383 0.000829386 0.00068934 0.000364443 0.00246796 0.0012909 0.00105943 0.000504883 0.00200238 0.00150463 0.00202089 0.0014761 0.000870411 0.000642533 0.00116437 0.000561738 0.00061694 0.000624041 0.00188057 0.00111895 0.000693767 0.000964367 0.000627169 0.000598678 0.000876788 0.0021632 0.00151109 0.000699647
threshold=-0.14444499999999996 -0.089214999999999989 -0.077594999999999983 -0.038154999999999994 -0.38516499999999992 -0.078179999999999986 -0.072624999999999981 0.05259500000000001 -0.43418999999999991 -0.082934999999999995 0.089210000000000025 0.085485000000000019 -0.086284999999999987 -0.081749999999999975 -0.064794999999999978 -0.064464999999999981 0.089625000000000024 0.13775000000000001 0.11579500000000002 0.11174500000000002 0.11447500000000001 0.091930000000000012 0.10668000000000001 -0.082304999999999975 0.10052500000000002 -0.11626999999999998 -0.087759999999999991 -0.079504999999999978 -0.016959999999999999 0.11863000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -8 -7 10 11 12 -10 -11 -15 16 -16 18 19 22 -21 -22 23 -17 25 -25 27 -27 -28 -30
right_child=1 2 3 4 5 8 7 -9 9 13 -12 -13 -14 14 15 17 -18 -19 -20 20 21 -23 -24 24 -26 26 28 -29 29 -31
leaf_value=0.00042676770361140372 -0.00036785245621878725 0.00032745471824175467 -0.00057735172891989356 0.00054638151221139285 0.00090423810423441952 -0.00058115346510021479 0.00037317401758627964 -0.00067872395364767212 -0.00048984561258491697 -0.00080874143117714832 0.0008195855698431842 -0.00076119394001105561 0.00076534669035403389 0.00047099310797516652 0.00013443909225646747 0.00068815244943834844 -0.0008831603346271035 -0.00053258763196936351 0.00039940604459077708 -0.0010682871038707991 -0.00032881960702498502 0.0005995873409292905 0.00049709883169271054 0.00031893833768533244 -0.00054058951566482644 -0.00096351504701400008 0.00084207183681428432 0.00027333863455658922 -4.4174286552710901e-06 -0.00054715764720943605
leaf_weight=20 27 39 25 23 31 32 20 28 23 23 36 23 29 38 22 20 23 20 38 22 34 21 28 56 22 31 21 26 2296 24
leaf_count=20 27 39 25 23 31 32 20 28 23 23 36 23 29 38 22 20 23 20 38 22 34 21 28 56 22 31 21 26 2296 24
internal_value=0 -2.75246e-06 4.54342e-07 -3.74764e-06 1.01651e-06 -3.18282e-06 0.000208742 -0.000240433 -8.94005e-06 -2.57328e-06 0.000206543 -8.77181e-05 0.000210165 -1.09682e-05 -4.27641e-06 -1.09555e-05 -0.000385667 -4.614e-06 -6.12686e-07 -6.45687e-06 -0.000286894 2.5663e-05 2.09847e-06 -3.45442e-06 -9.0409e-06 -4.27559e-06 -1.18235e-05 -0.000399336 -2.38816e-06 -1.0032e-05
internal_weight=0 3101 3074 3035 3010 2987 79 48 2908 2876 111 75 52 2765 2742 2704 45 2659 2639 2601 77 55 2524 2496 2476 2454 2398 57 2341 2320
internal_count=3121 3101 3074 3035 3010 2987 79 48 2908 2876 111 75 52 2765 2742 2704 45 2659 2639 2601 77 55 2524 2496 2476 2454 2398 57 2341 2320
is_linear=0
shrinkage=0.1


Tree=1772
num_leaves=31
num_cat=0
split_feature=393 390 1183 1186 1186 1 393 393 33 129 129 2 15 42 13 4 12 3 13 10 10 0 9 9 14 14 473 11 11 156
split_gain=0.000329338 0.000424897 0.000536765 0.000454981 0.000529112 0.00117526 0.000625496 0.000506821 0.000490173 0.000451757 0.000708316 0.00156632 0.00158934 0.00155694 0.00116328 0.00115647 0.00127558 0.000798027 0.000548044 0.00142656 0.00295505 0.00179543 0.000901972 0.00268326 0.000844048 0.00136696 0.000936386 0.000799204 0.00246173 0.0021963
threshold=0.13251500000000002 0.089375000000000024 -0.078584999999999988 0.090275000000000008 0.062435000000000011 0.081315000000000012 0.10358500000000001 0.091220000000000009 -0.044254999999999996 0.11343000000000002 0.083780000000000007 0.083585000000000007 -0.069954999999999989 -0.16797499999999996 1.0000000180025095e-35 -0.078439999999999996 0.094835000000000017 -0.090809999999999988 0.24813000000000004 -0.38124499999999995 -0.090429999999999996 -0.062764999999999974 0.092235000000000011 0.084755000000000011 -0.31455999999999995 -0.45282499999999992 0.084020000000000011 0.095720000000000013 0.090070000000000025 0.15608500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 8 -4 10 13 -12 14 -10 -13 17 -17 -14 19 21 -21 -15 23 24 25 -22 27 28 29 -26
right_child=-2 -3 3 -5 5 -7 -8 -9 9 -11 11 12 15 18 -16 16 -18 -19 -20 20 22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0004085788399606827 0.00038554332092065704 -0.00035430315855431701 0.00047857387800745313 0.00039810409850490815 -0.00074202627327959536 0.00024027397379367834 0.00040716243108633804 -0.00046424101844119535 -0.00089421347947791227 -0.00043836116625849781 0.00094417885363024348 9.6618811747046292e-05 -0.00024509817109598467 -7.9934226814657453e-05 0.00098456152586732073 -0.0011639717814978213 -3.4554666199255736e-05 0.00061019427783321595 -0.00035076169170560723 -0.00098222392487279592 7.039466575926261e-05 0.0012600039504468443 0.00051945130134382368 -0.0011604430322768168 4.6847001026086262e-06 0.0010164583601830859 -0.00065733545115191118 -0.0005063831428771899 0.0011094209284783574 -0.00099920527361312193
leaf_weight=32 22 34 21 28 29 21 37 24 20 24 24 36 24 20 25 20 20 20 46 31 56 20 33 20 2318 21 22 31 20 22
leaf_count=32 22 34 21 28 29 21 37 24 20 24 24 36 24 20 25 20 20 20 46 31 56 20 33 20 2318 21 22 31 20 22
internal_value=0 -2.737e-06 1.16291e-06 -3.13557e-06 -6.87425e-06 -0.00032946 -1.41594e-06 -6.59668e-06 -2.80142e-06 -6.32001e-06 -2.68049e-06 0.000195879 7.20229e-05 -1.52016e-05 0.00046053 -0.000210107 -0.000599263 0.000143671 -8.5925e-06 -2.57116e-06 -1.17803e-05 0.000590035 4.97598e-08 -6.77903e-06 2.48735e-06 0.000328412 -7.91306e-06 -1.93762e-06 4.68858e-06 -4.75358e-06
internal_weight=0 3099 3065 3033 3005 50 2955 2918 2894 2873 2849 169 145 2680 61 84 40 44 2660 2614 2574 40 2543 2510 2490 77 2413 2391 2360 2340
internal_count=3121 3099 3065 3033 3005 50 2955 2918 2894 2873 2849 169 145 2680 61 84 40 44 2660 2614 2574 40 2543 2510 2490 77 2413 2391 2360 2340
is_linear=0
shrinkage=0.1


Tree=1773
num_leaves=31
num_cat=0
split_feature=33 132 399 15 1213 393 42 2 2 1213 13 1429 156 131 1204 393 0 1213 1210 12 12 2 1212 401 15 133 1208 1208 0 12
split_gain=0.000363527 0.000347337 0.00113102 0.0011056 0.00132085 0.00152712 0.00103183 0.00131287 0.00340945 0.00110981 0.000977987 0.000430625 0.000929539 0.000393675 0.000672696 0.000771779 0.000581228 0.000483329 0.00236824 0.00163265 0.00260109 0.0014833 0.000807017 0.00153378 0.00245012 0.00106256 0.000949748 0.00194523 0.000631269 0.000986717
threshold=-0.012019999999999998 -0.083449999999999983 0.091580000000000009 0.091295000000000015 0.087530000000000011 0.10317000000000003 -0.018024999999999996 0.10252500000000002 0.089320000000000024 -0.0020849999999999996 -0.020934999999999999 -0.23752499999999996 0.32232500000000003 0.13602500000000003 -0.082274999999999987 0.098330000000000015 -0.084269999999999984 0.060985000000000004 -0.062539999999999984 0.08401500000000002 0.095175000000000023 0.084655000000000022 0.11796000000000001 -0.06959499999999999 0.096055000000000015 0.41553500000000004 0.10837500000000001 0.098655000000000007 -0.081584999999999977 0.087385000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 11 4 5 6 7 8 9 -2 -8 -3 13 14 16 17 -13 22 -19 -20 21 -21 23 24 -16 26 27 -25 29 -23
right_child=1 2 -4 -5 -6 -7 10 -9 -10 -11 -12 12 -14 -15 15 -17 -18 18 19 20 -22 28 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00035870080298211959 0.00012393460948141696 -0.00045720489302766517 0.00055437529732252615 -0.00069355975599670464 0.00073802030266961088 -0.00094175766571424901 -3.8982853853937107e-05 -0.00084043048736930363 0.0011260529339779169 -0.00079286847265452268 0.00085921347966756332 -2.7007929747924209e-05 0.00062814148041070441 0.00033640636131167413 -0.00020676604472100735 0.00059478617781265211 -0.00078939077095128605 0.0011577947353500696 0.0007404518143560451 -0.0010615780892549085 0.00065524592815387639 0.00012781739613274112 -0.00055457609533159818 -5.8691394477002497e-06 0.0013225304126866502 -0.00058762688040587825 0.0005935415190134126 -0.00099621041284990506 0.00028070438936331562 -0.00084268052874408156
leaf_weight=28 23 20 38 29 20 20 27 24 20 31 22 20 24 35 20 22 20 21 26 25 31 20 27 2384 22 32 26 20 22 22
leaf_count=28 23 20 38 29 20 20 27 24 20 31 22 20 24 35 20 22 20 21 26 25 31 20 27 2384 22 32 26 20 22 22
internal_value=0 3.24722e-06 1.24293e-05 -0.000119053 -2.99588e-05 -0.000121932 -1.03914e-05 -0.000197732 1.07112e-05 -0.000402378 0.000364289 5.17538e-06 8.45583e-06 3.13474e-06 -1.09153e-06 4.89535e-06 -0.000408199 8.52695e-08 0.000164859 2.20397e-05 -0.000133616 -0.000408389 -1.07868e-05 -4.92327e-06 0.000594294 -1.51455e-05 -7.60665e-06 -1.41083e-05 -0.000153236 -0.000380539
internal_weight=0 3093 2877 216 187 167 147 98 74 54 49 2839 2819 2795 2760 2720 40 2698 167 146 120 89 2531 2504 42 2462 2430 2404 64 42
internal_count=3121 3093 2877 216 187 167 147 98 74 54 49 2839 2819 2795 2760 2720 40 2698 167 146 120 89 2531 2504 42 2462 2430 2404 64 42
is_linear=0
shrinkage=0.1


Tree=1774
num_leaves=31
num_cat=0
split_feature=2 49 4 0 479 49 15 13 13 4 133 51 13 157 4 403 13 0 42 0 15 15 15 133 0 0 3 47 16 10
split_gain=0.000314878 0.00256425 0.00524558 0.00189823 0.00161177 0.00152833 0.00216135 0.00165162 0.00437152 0.00343516 0.00382189 0.00221123 0.00219195 0.00193102 0.00180966 0.00215305 0.00543412 0.00197835 0.00272443 0.00203762 0.00153946 0.00584632 0.00401799 0.00394519 0.00153225 0.00131443 0.00241129 0.00130744 0.00650022 0.00504378
threshold=0.087625000000000022 0.091325000000000003 -0.0092149999999999992 -0.23001499999999997 0.10061500000000002 0.085805000000000006 -0.088429999999999995 -0.077799999999999994 -0.081029999999999977 -0.085719999999999977 0.10995500000000001 0.081440000000000026 -0.074044999999999986 -0.087624999999999981 -0.080924999999999983 -0.085164999999999977 -0.089109999999999981 -0.089964999999999976 0.091625000000000012 -0.08824499999999999 0.091650000000000023 0.090325000000000003 0.088990000000000014 0.017095000000000003 -0.087084999999999982 -0.10836499999999999 -0.077564999999999981 0.09550500000000002 -0.046599999999999996 -0.011559999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 7 -7 8 9 -5 11 13 -9 -11 15 -15 -17 -16 19 -19 21 22 25 -22 -21 26 -14 29 -29 -27
right_child=-2 2 -4 4 -6 6 -8 12 -10 10 -12 -13 20 14 17 16 -18 18 -20 24 23 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.00097407608554931366 -2.900252692783286e-05 -0.00048717677038993042 0.0014568972649535031 -0.001063351457938552 -0.00087657487629691055 -0.0010045064183941577 0.00026754750288091603 -0.00084137447394563684 0.0011414605435848422 0.00097334362508263441 0.0014581974888209343 0.00085340860566836512 0.00015120758756023386 -0.0002230009161091099 0.00016819828149981892 -0.00018613691435247247 0.0018819183105733828 -0.001435383785283193 0.00069549320614896719 0.00043126801028847694 0.0012021041030119009 -0.001496991460674378 0.0011974167293654038 -0.00019410115177743138 -0.00049189052552683281 -0.0016104727418028882 -0.0012816531176213176 0.0019066313619259746 -0.00015495648016580023 -2.0536679686074422e-05
leaf_weight=20 1702 23 35 25 21 34 22 35 42 20 21 34 23 36 121 27 24 20 22 21 34 28 26 50 125 21 24 20 65 400
leaf_count=20 1702 23 35 25 21 34 22 35 42 20 21 34 23 36 121 27 24 20 22 21 34 28 26 50 125 21 24 20 65 400
internal_value=0 3.47867e-05 0.000685971 7.03596e-06 -7.38671e-06 6.44128e-06 -0.000504771 2.90899e-05 0.000161878 7.89293e-05 0.00013956 7.80235e-05 -6.93121e-05 1.46506e-05 -3.37682e-05 0.000369107 0.000787066 -0.000147199 -0.000350194 -0.000488779 -3.02062e-05 -8.57314e-05 -1.7484e-05 0.00037103 -0.000359107 -7.46041e-05 -0.000580466 -2.76169e-05 0.000330123 -9.98447e-05
internal_weight=0 1419 58 1361 1341 1320 56 1264 538 496 471 450 726 416 396 87 51 309 188 166 691 607 579 84 146 553 47 506 85 421
internal_count=3121 1419 58 1361 1341 1320 56 1264 538 496 471 450 726 416 396 87 51 309 188 166 691 607 579 84 146 553 47 506 85 421
is_linear=0
shrinkage=0.1


Tree=1775
num_leaves=31
num_cat=0
split_feature=1375 457 457 447 147 16 457 12 0 3 3 4 1209 3 3 475 474 132 12 1211 400 13 2 15 4 1 4 12 15 4
split_gain=0.000328485 0.000495018 0.00116587 0.000725151 0.000667165 0.00135548 0.000851124 0.00111096 0.000779229 0.000502376 0.00492546 0.00836892 0.00165366 0.00128136 0.00138799 0.00143966 0.00334398 0.00107865 0.00933776 0.00711302 0.00147048 0.00137367 0.00136256 0.0010047 0.000962634 0.00182527 0.00111839 0.00267406 0.00307694 0.00282329
threshold=-0.4078199999999999 0.11612500000000002 0.098180000000000003 0.09290000000000001 0.090335000000000013 -0.004174999999999999 0.086460000000000023 0.082095000000000015 -0.24955499999999997 -0.081054999999999974 -0.080634999999999984 -0.077679999999999985 -0.092099999999999987 -0.080409999999999995 -0.079864999999999978 0.05680000000000001 -0.11464999999999999 -0.083284999999999984 0.091475000000000015 0.10406000000000001 -0.082934999999999995 -0.0087749999999999981 0.08542000000000001 -0.079929999999999987 -0.50940999999999981 0.088340000000000016 -0.068329999999999988 0.093105000000000007 0.094810000000000019 -0.07168999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 8 -8 -2 12 11 -11 -10 -12 23 16 -16 18 20 -19 21 -14 -22 -15 25 -18 27 -26 -29 -30
right_child=1 -3 -4 -5 5 -7 7 -9 9 10 13 -13 17 14 15 -17 24 19 -20 -21 22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.00033498965364334914 0.00053470408766534763 0.00036671823394056915 -0.00061140164042655914 0.00054133507702499629 -0.00068317686464303205 0.00028475709537894504 5.2837870182830722e-05 0.00099211077438667418 0.00085974531199705479 -0.0026071954917279076 0.00057777801226216571 4.3709878809750081e-07 0.00081749741836271517 7.6646905481105762e-07 0.0012914343643933535 -0.00075765278027392928 -0.0011739959314581939 3.3860256028014996e-05 0.0022226382412814669 -0.0014757762048247969 -0.001101046519553555 -0.0002764671014367857 -2.7038891049515871e-05 -0.0008950711881381369 -9.2223822660319438e-05 0.00014596811247015882 -4.6764811126073997e-05 0.0015860144555082788 -5.7364207246931844e-05 0.0011931032883003355
leaf_weight=29 27 37 31 25 39 23 34 20 24 20 36 32 24 21 20 25 20 1266 21 32 21 22 27 31 148 22 931 23 65 25
leaf_count=29 27 37 31 25 39 23 34 20 24 20 36 32 24 21 20 25 20 1266 21 32 21 22 27 31 148 22 931 23 65 25
internal_value=0 3.14188e-06 -1.2615e-06 4.99325e-06 5.2224e-07 -0.000324105 7.3751e-06 0.000400717 7.62402e-09 -5.04728e-06 -4.72531e-05 -0.0010025 3.66299e-05 -1.09161e-05 -2.68387e-05 -6.24799e-06 8.73217e-06 2.26492e-05 0.000316183 -3.35728e-06 -0.000109727 0.000294297 -0.000496917 -0.000533291 -1.20572e-05 -0.000482586 4.52188e-06 0.000187464 0.000553781 0.000289988
internal_weight=0 3092 3055 3024 2999 62 2937 54 2883 2856 1419 52 1437 1367 1331 1279 1254 1413 115 1298 94 46 48 52 1234 42 1192 261 113 90
internal_count=3121 3092 3055 3024 2999 62 2937 54 2883 2856 1419 52 1437 1367 1331 1279 1254 1413 115 1298 94 46 48 52 1234 42 1192 261 113 90
is_linear=0
shrinkage=0.1


Tree=1776
num_leaves=31
num_cat=0
split_feature=132 132 123 38 376 12 52 52 16 52 12 4 133 0 1 159 51 133 15 12 43 13 43 483 52 13 0 15 52 12
split_gain=0.000361631 0.000925036 0.00089893 0.000401962 0.000441514 0.000898416 0.000433945 0.00545826 0.00636323 0.00229592 0.00218536 0.00308589 0.00301338 0.00172974 0.00386145 0.00366257 0.00204061 0.00196097 0.00414123 0.00145144 0.00146963 0.00360432 0.00238313 0.00127025 0.00265667 0.00177611 0.00204065 0.00195602 0.000940218 0.00341256
threshold=-0.44750499999999993 -0.41127499999999995 -0.088149999999999992 0.10657000000000001 -1.0000000180025095e-35 -0.07983999999999998 0.094465000000000007 0.10160000000000001 -0.080509999999999984 0.10611000000000001 0.089005000000000015 -0.082769999999999982 0.092845000000000011 -0.085669999999999982 0.083135000000000014 -0.025879999999999997 1.0000000180025095e-35 -0.011534999999999998 -0.047714999999999987 0.090285000000000018 0.055925000000000009 -0.065824999999999981 -0.023869999999999995 0.10143000000000001 0.12603000000000003 -0.081224999999999978 -0.08095999999999999 0.12044500000000001 0.088185000000000013 0.087765000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 28 8 -8 -9 12 -12 13 15 -15 16 -11 -17 -19 -13 22 -22 23 24 -21 -26 -27 -28 -6 -30
right_child=1 2 3 -5 6 -7 7 9 -10 10 11 19 -14 14 -16 17 -18 18 -20 20 21 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.00031510988008247092 0.00066511103026901507 -0.00062367649664773366 -0.00073759754138033422 0.00036808737650668869 8.7104550525191862e-06 9.6190567416800027e-05 8.3539617101094984e-05 0.00081280211850432403 -0.0022441134196318066 -0.0011459072177575972 0.0013179319833094875 0.00075625015715895987 -0.0011927375965266644 -0.0013672024715267453 5.8868992568839497e-05 -0.00027606422602730166 3.8108846961461642e-06 0.00012877272111513923 0.0018997656272562301 0.0011409851309674031 0.00149942118790932 -0.00031825908687703003 -0.0010043211712467449 -0.00057635934828149699 -0.00084449941034266812 0.00073240744693773901 -0.00066599878195311739 0.00045963742752344562 0.00093064757986176846 -8.3425922164583188e-05
leaf_weight=36 21 23 24 30 2189 28 23 34 24 26 21 27 30 31 49 20 38 31 23 22 20 24 27 31 23 36 38 26 51 95
leaf_count=36 21 23 24 30 2189 28 23 34 24 26 21 27 30 31 49 20 38 31 23 22 20 24 27 31 23 36 38 26 51 95
internal_value=0 3.67714e-06 -8.56187e-07 3.85439e-06 2.25368e-07 -0.000288635 5.30165e-06 -6.87775e-05 -0.00110505 1.56328e-05 -3.4282e-05 0.000149658 -0.000253082 -0.000123772 -0.000493734 9.06993e-05 -0.000463262 0.000569801 0.000883085 6.01191e-05 -1.59762e-05 0.000507959 -0.000129539 4.66099e-06 0.000128879 -5.2148e-05 0.000130093 -0.000208709 2.50984e-05 0.000270805
internal_weight=0 3085 3064 3041 3011 52 2959 624 47 577 543 295 248 218 80 138 64 74 54 274 247 44 203 176 145 123 100 64 2335 146
internal_count=3121 3085 3064 3041 3011 52 2959 624 47 577 543 295 248 218 80 138 64 74 54 274 247 44 203 176 145 123 100 64 2335 146
is_linear=0
shrinkage=0.1


Tree=1777
num_leaves=31
num_cat=0
split_feature=132 13 132 1203 1185 15 52 16 13 2 2 16 1210 2 2 2 393 0 402 4 3 480 50 1 1427 50 16 16 16 15
split_gain=0.000328307 0.00127331 0.000590361 0.00927922 0.00605875 0.00171251 0.00109784 0.00118268 0.00147328 0.000502812 0.0038911 0.0107849 0.00232571 0.0021299 0.00153769 0.00236177 0.00128142 0.00120094 0.00115693 0.00198986 0.00259642 0.00114806 0.0010741 0.00192765 0.00123402 0.00123416 0.00114754 0.00319963 0.00291487 0.00251211
threshold=-0.40070499999999992 0.056795000000000005 -0.083284999999999984 0.089165000000000008 -0.087384999999999977 0.088655000000000025 0.087435000000000013 -0.089669999999999986 -0.0079349999999999993 0.089775000000000008 0.090545000000000014 -0.073849999999999985 -0.42132499999999995 0.089525000000000007 0.091265000000000013 0.090935000000000016 0.10159000000000001 -0.23194499999999998 -0.13813499999999998 -0.072334999999999997 -0.073309999999999986 -0.085744999999999988 0.12045500000000002 0.097115000000000021 0.089335000000000012 0.11690000000000002 -0.079504999999999978 -0.080509999999999984 -0.077589999999999978 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 7 -2 -9 12 11 -11 -6 16 15 -12 17 -14 19 -16 -21 -19 24 -24 25 26 27 -23 29 -28
right_child=2 -3 4 -5 9 -7 -8 8 -10 10 14 -13 13 -15 18 -17 -18 21 -20 20 -22 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00071275055705537574 -0.00022915323472047665 0.00018923376911141748 -0.0017400332218676338 0.0022053284058347346 0.0011170548724476249 -0.00093199592804358829 -0.00048203031986084733 0.00098514233793442463 -9.2247488844970416e-05 -0.0024139819070696832 -0.00011353621990682797 0.00028967612258081014 0.00077351897751213987 0.00092884696003658548 0.0010852237585932017 0.0011419573808811477 0.000740629392870081 -0.00057246783648484526 -4.8588593813937566e-05 -0.00086999506173015108 0.00068791522138306627 5.4716895045571122e-05 -0.0011388860526494683 0.00020056761623848054 0.00078352348562995243 0.00079063800687436021 -0.001591830601398175 0.001190493632412444 -3.1424134127378308e-05 -0.00011384548181566693
leaf_weight=29 34 34 20 20 20 21 29 30 22 25 31 36 20 26 25 29 24 35 1163 20 23 539 22 21 21 20 23 26 710 23
leaf_count=29 34 34 20 20 20 21 29 30 22 25 31 36 20 26 25 29 24 35 1163 20 23 539 22 21 21 20 23 26 710 23
internal_value=0 -0.000225965 4.65528e-06 0.000194163 -5.53189e-06 -0.000101597 5.00412e-05 0.000229461 0.000529324 6.50489e-06 -3.79289e-05 -0.00081838 4.57693e-05 3.158e-05 -1.0524e-06 0.000493286 1.58597e-05 3.94571e-06 -2.51469e-05 0.000375776 -3.66942e-05 -6.7428e-06 7.34999e-06 -0.000484734 2.28857e-05 1.09741e-05 -8.30011e-07 0.000106983 -8.14043e-05 -0.000852838
internal_weight=0 63 3058 156 2902 136 115 86 52 2882 1352 61 1530 1510 1291 60 1484 1460 1231 68 43 1440 1405 43 1362 1341 1321 565 756 46
internal_count=3121 63 3058 156 2902 136 115 86 52 2882 1352 61 1530 1510 1291 60 1484 1460 1231 68 43 1440 1405 43 1362 1341 1321 565 756 46
is_linear=0
shrinkage=0.1


Tree=1778
num_leaves=31
num_cat=0
split_feature=132 1203 1185 42 403 42 12 133 400 52 160 158 160 159 43 51 2 2 15 1208 403 13 160 2 16 133 42 2 16 152
split_gain=0.000355332 0.00132589 0.000879818 0.000746823 0.00180528 0.0016062 0.00168411 0.000928785 0.000668717 0.000632999 0.000400453 0.000594386 0.000506872 0.000487691 0.00143433 0.000747268 0.000818376 0.00328615 0.0072056 0.00216224 0.00271646 0.00329977 0.00196095 0.00182643 0.00239742 0.00161373 0.00191468 0.00262241 0.00186519 0.00175133
threshold=-0.083449999999999983 0.089005000000000015 -0.083264999999999992 -0.021469999999999996 -0.07687999999999999 -0.062154999999999995 0.110195 -0.015929999999999996 -0.016164999999999995 0.098380000000000009 0.51752500000000012 0.13769500000000004 0.3961050000000001 0.13610000000000003 -0.076124999999999984 -0.43587999999999999 0.089775000000000008 0.090675000000000019 0.035560000000000008 0.099975000000000008 -0.5341999999999999 -0.055129999999999992 -0.013324999999999998 0.089125000000000024 -0.077074999999999991 -0.093189999999999981 0.10892 0.099185000000000009 -0.06421499999999998 0.083250000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 7 6 8 -5 -1 -7 11 12 13 15 -15 -4 19 18 22 20 21 -17 -18 -22 -25 26 27 -19 -29 -27
right_child=2 -3 10 4 -6 9 -8 -9 -10 -11 -12 -13 -14 14 -16 16 17 25 -20 -21 23 -23 -24 24 -26 29 -28 28 -30 -31
leaf_value=0.00013928621549646116 0.00061216187168611214 -0.00082450607102752351 0.00044503060145009504 -0.00046935966642966815 0.0008803991420651213 -0.0011002566432580351 0.00081272099526937718 0.00034822439495959168 -0.00063188749602135358 -0.00032293683722276579 0.00035052958282352797 -0.00050613713639272061 0.00038806511173093255 -0.0009458682674448938 0.00025176493771141397 1.9126585483228647e-05 0.00054102791380137205 -0.0012051657657325566 -0.0023312049848027527 0.00091963112645316876 3.4974580847359422e-05 -0.00168939060080902 -0.00072445376245013906 0.001498321226099506 9.401685036268206e-05 3.3759008646962337e-05 0.00048730474634794523 0.00044623973080888392 -0.00082789064414100731 -0.00084832145145375532
leaf_weight=22 24 24 38 33 26 20 22 24 23 22 33 23 34 20 20 26 25 39 20 28 1336 20 24 20 31 1054 20 27 20 23
leaf_count=22 24 24 38 33 26 20 22 24 23 22 33 23 34 20 20 26 25 39 20 28 1336 20 24 20 31 1054 20 27 20 23
internal_value=0 -0.000123742 9.20078e-06 -3.61464e-05 0.000189866 -0.000208248 9.56828e-05 -0.000125114 -0.000254869 -0.000693089 4.17784e-06 1.64639e-07 4.28674e-06 -3.88451e-07 -0.000347052 4.65209e-06 -1.51613e-06 -6.08462e-05 -0.000731671 4.93266e-05 3.23213e-05 -0.000723707 -7.87998e-05 5.73951e-05 0.000644724 -2.17194e-05 -0.000394007 -0.000598963 -9.59434e-05 1.49216e-05
internal_weight=0 216 2905 192 83 109 67 57 45 42 2881 2848 2825 2791 40 2751 2713 1252 69 1461 1433 46 49 1387 51 1183 106 86 47 1077
internal_count=3121 216 2905 192 83 109 67 57 45 42 2881 2848 2825 2791 40 2751 2713 1252 69 1461 1433 46 49 1387 51 1183 106 86 47 1077
is_linear=0
shrinkage=0.1


Tree=1779
num_leaves=31
num_cat=0
split_feature=403 16 13 1208 12 403 2 0 2 1213 42 16 160 1186 132 399 400 133 403 1 1 4 1 1 3 133 4 15 13 1
split_gain=0.000320842 0.00288846 0.00177469 0.00164483 0.00452474 0.000500006 0.000354643 0.00173635 0.00133338 0.00504065 0.00420461 0.00224305 0.00212272 0.00163831 0.0029591 0.0109421 0.0064661 0.00156636 0.00155332 0.0013156 0.00241076 0.00346398 0.00305508 0.00379537 0.00230073 0.00229779 0.00157184 0.00211553 0.00120443 0.0022025
threshold=-0.53960999999999981 -0.080509999999999984 -0.051094999999999995 0.098655000000000007 0.096075000000000008 -0.51385999999999987 0.085155000000000022 -0.15599999999999997 0.083995000000000014 -0.088159999999999974 0.086950000000000013 -0.091114999999999988 -0.53908999999999996 0.060550000000000007 -0.083284999999999984 0.088015000000000024 -0.081749999999999975 -0.086649999999999991 -0.084674999999999986 0.088975000000000012 0.091345000000000023 -0.025314999999999994 0.09202500000000001 0.093700000000000019 -0.080409999999999995 0.083950000000000011 -0.074729999999999977 -0.016799999999999995 -0.077799999999999994 0.096575000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2 7 -7 12 -10 11 -11 -9 14 15 -14 -16 -18 -13 24 21 -21 -22 -24 25 26 -19 -28 -25 -30
right_child=3 2 -4 4 -6 6 -8 8 9 10 -12 18 13 -15 16 -17 17 19 -20 20 22 -23 23 28 -26 -27 27 -29 29 -31
leaf_value=0.0012393178825732321 0.00036369570910832602 0.00044005467144805677 -0.000642351646136817 -0.0017058277819887735 0.00042131688736844807 0.00088728012754775909 -2.6160649733981509e-05 -0.00082473881484474993 -0.00094033481509541166 0.0011390552965167445 0.0017342572119863082 -0.0004826698950423366 -0.00045692795192108263 -0.00079025283874943847 -0.0017480031914255097 0.0025835000292863696 0.00040574735813447426 -0.00081383161666815642 0.00037136347410412053 1.7336230126342605e-05 -0.0011787591226906941 0.0015771544645152365 0.0011323428903716407 0.00023357145240732627 -0.0010246615518223156 0.0007487080393520256 -0.00058760267850933206 0.00076999664624136967 -0.0009020897921547859 -5.3383178723370427e-05
leaf_weight=20 38 28 33 20 20 24 1957 32 28 24 24 34 29 25 21 20 97 37 57 35 22 24 29 99 33 26 24 22 36 203
leaf_count=20 38 28 33 20 20 24 1957 32 28 24 24 34 29 25 21 20 97 37 57 35 22 24 29 99 33 26 24 22 36 203
internal_value=0 0.000196423 -0.000145509 -5.23365e-06 -0.000642255 3.25998e-06 -1.36411e-06 4.69213e-05 2.6362e-05 0.000283755 0.000530334 0.000279081 -2.64446e-05 6.22217e-06 3.25258e-05 0.000784063 -1.94873e-05 3.33494e-05 5.22741e-05 -2.78753e-05 5.61948e-05 0.000651839 -3.4147e-05 3.44673e-05 -0.000293111 -7.16321e-05 -0.000328606 6.1684e-05 -5.97291e-05 -0.000181222
internal_weight=0 81 61 3040 40 3000 2962 1005 981 167 139 115 814 782 757 49 708 687 91 590 448 59 389 367 142 109 83 46 338 239
internal_count=3121 81 61 3040 40 3000 2962 1005 981 167 139 115 814 782 757 49 708 687 91 590 448 59 389 367 142 109 83 46 338 239
is_linear=0
shrinkage=0.1


Tree=1780
num_leaves=31
num_cat=0
split_feature=132 1203 2 1213 42 12 4 1203 1203 133 1213 16 403 1211 1213 2 1211 402 403 1210 16 1212 0 1212 2 1212 402 133 403 16
split_gain=0.000351058 0.0010945 0.000840343 0.00138667 0.00124367 0.00112276 0.00106813 0.000777169 0.00158355 0.000743116 0.000525575 0.00129638 0.00141292 0.000666458 0.00215301 0.00248735 0.000902917 0.000926515 0.000935577 0.00233107 0.00211997 0.000980277 0.00179789 0.000728353 0.00231805 0.00125756 0.000646443 0.00127311 0.000816435 0.0025871
threshold=-0.083449999999999983 0.089005000000000015 0.088665000000000008 0.0065300000000000002 -0.062154999999999995 0.088485000000000022 0.018150000000000003 0.089480000000000018 0.10250500000000001 -0.015164999999999998 0.12389500000000002 -0.082779999999999979 -0.121015 0.090815000000000021 -0.0057349999999999996 0.084145000000000011 0.085535000000000014 0.2506000000000001 -0.54856499999999986 -0.099939999999999987 -0.076669999999999988 0.091685000000000016 -0.081459999999999991 0.087615000000000012 0.084755000000000011 0.085870000000000016 -0.45015499999999992 0.50628500000000021 -0.037174999999999993 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 9 -6 10 -9 -1 13 -12 -13 16 15 -15 17 18 20 -20 -2 23 -23 25 -25 26 -21 28 29 -28
right_child=7 -3 3 -5 6 -7 -8 8 -10 -11 11 12 -14 14 -16 -17 -18 -19 19 21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00025644534712711828 0.00019630066882301536 -0.00075968281210710609 0.00048607835240006727 0.00086831291423136888 -0.00086465323375622667 -0.0007549133085558424 0.00014508997381199151 0.00106510055983173 -2.2125477285904659e-05 0.0004274709637077952 -0.00022964847545760373 0.0011501953294298249 6.4157715067267418e-05 0.00085003442225223865 -0.0011842934449668974 -0.00067150063907981598 0.00062578864896710483 -0.00064973640890622685 0.0010352842223999854 -0.00049514243426663736 -0.0010816517007770016 0.0010470599115360529 -8.475270060444019e-05 -0.0011923322908669002 0.00015164504232719386 0.00057885042404302877 -0.00077512302758415378 0.00060448602067909255 3.3175560933809595e-06 8.6961548652692258e-05
leaf_weight=47 27 24 27 22 22 30 20 21 37 24 33 23 25 21 20 22 23 22 22 27 25 25 32 21 33 37 56 34 2227 92
leaf_count=47 27 24 27 22 22 30 20 21 37 24 33 23 25 21 20 22 23 22 22 27 25 25 32 21 33 37 56 34 2227 92
internal_value=0 -0.000122995 -4.34094e-05 0.000176994 -4.34269e-05 -0.00024199 -0.000383823 9.14527e-06 0.000371525 -2.52624e-05 1.76274e-06 0.00025284 0.000584551 -5.58984e-06 -0.000327114 7.15746e-05 1.90405e-06 -3.45018e-06 1.89906e-06 1.02797e-05 -0.0004181 1.55288e-06 0.000411656 -7.69758e-06 -0.000371013 2.35712e-07 -8.55277e-06 -3.09909e-06 -1.17971e-05 -0.000239233
internal_weight=0 216 192 91 69 101 42 2905 58 71 2847 81 48 2766 63 43 2703 2680 2658 2606 52 2584 57 2527 54 2473 2436 2409 2375 148
internal_count=3121 216 192 91 69 101 42 2905 58 71 2847 81 48 2766 63 43 2703 2680 2658 2606 52 2584 57 2527 54 2473 2436 2409 2375 148
is_linear=0
shrinkage=0.1


Tree=1781
num_leaves=31
num_cat=0
split_feature=47 47 47 13 132 49 47 47 47 48 160 47 4 4 132 15 394 2 403 42 130 43 15 49 49 3 151 51 13 51
split_gain=0.00032691 0.00226846 0.00091657 0.00186975 0.000972321 0.000901 0.00152236 0.00199401 0.00181366 0.00107989 0.000858981 0.00135227 0.000857795 0.000865584 0.000852434 0.00968083 0.00558431 0.00144428 0.000803089 0.00220208 0.00131448 0.00101132 0.000781421 0.000690661 0.00234764 0.00240601 0.00149412 0.00148024 0.00169169 0.00119848
threshold=0.09364500000000002 0.096300000000000011 0.088915000000000008 -0.016469999999999995 -0.44750499999999993 -0.008624999999999999 0.10094500000000002 0.10397500000000001 0.107145 0.10607000000000001 -0.080719999999999986 0.11328000000000001 0.41257000000000005 0.010840000000000001 -0.083284999999999984 0.091650000000000023 0.11233000000000001 0.083865000000000009 -0.084674999999999986 -0.021469999999999996 0.096010000000000012 -0.0095349999999999983 -0.066844999999999988 0.10969000000000002 0.11475 -0.087044999999999983 -0.40381499999999992 -0.44986999999999994 -0.06977499999999999 -0.41904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 9 -7 -8 -9 -3 -10 -12 13 -13 15 17 23 -6 21 20 -20 -19 -15 29 -25 -26 -27 -28 -29 -16
right_child=1 5 3 -5 14 6 7 8 10 -11 11 12 -14 22 16 -17 -18 18 19 -21 -22 -23 -24 24 25 26 27 28 -30 -31
leaf_value=-0.00057279897636958752 -0.0011000684246287816 7.1259261882084476e-05 -6.656880798419156e-05 0.0011555194145157226 -0.00080390194442853417 0.00068283387428175158 -0.00092669663496528073 0.00095989967769128282 0.00047666218813025843 -0.00087819887325167655 -0.00069152886427379127 0.00022210297873876382 0.0006207464003819041 -0.00073477216044141522 0.00074091266597742624 0.0022914060190669262 -0.0015910832082723079 0.00022907051825313829 -0.00056353279453885208 0.0010422863361891361 0.00045674677796499885 -0.00074112045642157854 2.6559453041185266e-05 -0.0010823365913238377 0.00098490381787996739 -0.00098909293941687785 -0.00077711549099712153 0.00086343551696093843 -0.00016131418107056096 1.5528846409350944e-05
leaf_weight=29 21 23 31 21 22 33 23 20 27 25 34 46 20 28 23 20 22 21 28 25 23 22 26 25 20 20 21 24 49 2349
leaf_count=29 21 23 31 21 22 33 23 20 27 25 34 46 20 28 23 20 22 21 28 25 23 22 26 25 20 20 21 24 49 2349
internal_value=0 -9.47652e-05 1.10531e-05 0.000426967 3.16851e-06 -2.55476e-05 4.87314e-05 -4.46855e-05 5.62412e-05 -0.00042325 -4.36106e-05 -0.000134827 2.29049e-05 -9.66634e-05 9.32291e-06 0.000232494 -4.75094e-06 -5.95503e-05 7.80609e-05 0.000273466 -0.000103407 -0.000267306 -0.000368205 9.03781e-06 -0.000192727 -2.67549e-05 -0.000204239 -3.72486e-05 0.00017559 2.25625e-05
internal_weight=0 326 2795 52 2743 305 257 224 201 48 181 154 120 100 2714 161 2553 141 119 76 51 43 54 2531 159 134 114 94 73 2372
internal_count=3121 326 2795 52 2743 305 257 224 201 48 181 154 120 100 2714 161 2553 141 119 76 51 43 54 2531 159 134 114 94 73 2372
is_linear=0
shrinkage=0.1


Tree=1782
num_leaves=31
num_cat=0
split_feature=151 49 376 123 124 43 33 44 158 3 1455 14 2 9 2 14 13 1 1 43 1 1212 1 1 1 1 1 12 1 160
split_gain=0.000345591 0.00038224 0.000356784 0.000926619 0.000982848 0.00162756 0.000766462 0.000582162 0.000722402 0.00106918 0.000681404 0.0004977 0.00199172 0.00126614 0.00249544 0.000788983 0.000732609 0.000584044 0.00257285 0.00162809 0.00817237 0.00268543 0.00146939 0.00336162 0.0025899 0.00385143 0.00210423 0.00294944 0.0025835 0.00167157
threshold=-0.5666199999999999 0.51130000000000009 0.080200000000000007 0.083805000000000004 -0.087424999999999989 -0.084004999999999982 -0.009184999999999997 0.099360000000000018 -0.47144999999999992 -0.076969999999999997 0.11456500000000001 0.078235000000000013 0.082850000000000021 0.088235000000000022 -0.15339499999999998 0.093890000000000015 0.27266500000000005 0.089625000000000024 0.089175000000000018 0.062770000000000006 0.096325000000000008 0.091685000000000016 0.090965000000000004 0.090275000000000008 0.092695000000000013 0.091785000000000019 0.094090000000000021 0.092465000000000006 0.096255000000000021 0.11205000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 -2 8 9 -8 11 13 -13 16 -15 -14 17 18 -10 21 -21 22 23 -19 25 -24 27 -26 -28 -30
right_child=1 -3 3 4 5 -7 7 -9 10 -11 -12 12 15 14 -16 -17 -18 19 -20 20 -22 -23 24 -25 26 -27 28 -29 29 -31
leaf_value=0.00040430142599645825 -0.00059573474467139356 -0.00041808510908264326 0.00066827295959228652 -0.00059239530403699199 0.0007682297784354418 -8.6777965338160929e-05 -8.0590447483007747e-05 -0.0004743120525605404 2.2210921574130026e-05 0.00094103617593646052 -0.0005866529794002418 -0.00098908370820572603 0.00039039794620989332 -9.9593335025635875e-05 0.001275161975038076 -0.0003413867814323077 -0.00047874410339829868 -0.00041003178805112841 0.0011356778570362144 -0.0020964728496239886 6.8765518638732231e-05 0.0010028178928041598 -7.8429690782084234e-05 0.0011600604379782453 0.0014890865744313314 -0.0017350454919126249 -0.00087702841510211953 -0.00020773919299244882 -6.0096659161356955e-05 0.00082961432741616265
leaf_weight=21 22 22 28 21 31 79 21 26 1757 20 20 25 34 31 23 26 32 25 21 23 72 25 36 30 21 23 38 20 526 22
leaf_count=21 22 22 28 21 31 79 21 26 1757 20 20 25 34 31 23 26 32 25 21 23 72 25 36 30 21 23 38 20 526 22
internal_value=0 -2.73882e-06 2.29869e-07 0.000146107 3.4499e-05 0.000154179 -7.71616e-06 -3.25071e-06 1.01526e-06 0.000417764 -5.02244e-06 -8.82724e-07 -0.000239172 6.55015e-06 0.000485951 7.32912e-05 -3.14196e-06 2.6251e-06 3.53621e-05 -6.49781e-05 -0.00045545 -1.65515e-05 -5.09431e-05 0.000446382 -9.08162e-05 -0.000724229 -3.12127e-05 0.000661367 -7.96696e-05 -2.43783e-05
internal_weight=0 3100 3078 159 131 110 2919 2897 2871 41 2830 2810 85 2725 54 60 2671 2639 1778 861 95 766 741 55 686 59 627 41 586 548
internal_count=3121 3100 3078 159 131 110 2919 2897 2871 41 2830 2810 85 2725 54 60 2671 2639 1778 861 95 766 741 55 686 59 627 41 586 548
is_linear=0
shrinkage=0.1


Tree=1783
num_leaves=31
num_cat=0
split_feature=9 132 15 0 2 49 3 399 403 399 1 40 130 50 133 0 474 43 1420 1429 1427 1 1 39 1446 1456 2 403 1447 403
split_gain=0.000425467 0.000344604 0.00123574 0.000869778 0.00134949 0.0013915 0.00117287 0.000772418 0.000708784 0.00143342 0.000444879 0.00105952 0.000683441 0.000489788 0.00207441 0.00182155 0.00110283 0.000865375 0.000861544 0.00106615 0.000512827 0.000581697 0.000919128 0.000858134 0.000606282 0.00238943 0.00228002 0.00372039 0.00232023 0.00181292
threshold=0.10860500000000002 -0.083449999999999983 0.091475000000000015 -0.073309999999999986 0.088665000000000008 0.094245000000000009 -0.084319999999999992 0.091580000000000009 -0.089609999999999981 0.088015000000000024 0.16540500000000002 -0.24452499999999996 -0.22229499999999999 -0.099524999999999988 0.090665000000000009 -0.067094999999999988 -0.26322499999999993 -0.064334999999999989 1.0000000180025095e-35 0.11181500000000001 0.094380000000000006 0.14627000000000004 0.13756000000000004 0.089790000000000023 0.083715000000000026 0.090820000000000026 0.083715000000000026 -0.085284999999999986 -0.082824999999999982 -0.54856499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 8 10 -1 -10 11 -3 -13 14 15 -14 -15 -17 19 20 21 22 24 -24 29 26 28 -28 -26 -18
right_child=-2 7 -4 -5 5 -7 -8 -9 9 -11 -12 12 13 16 -16 17 18 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00051177432330365739 -0.00042851208987564824 -0.00072242815826029983 -0.00075147184974479458 -0.00056537180834521472 0.00084160230322075742 -0.00014701519400356727 -0.00069934021007141166 0.00046018210062021881 -0.00062248601371438477 0.0004346359201008454 0.000454271241853183 0.0005631843358225359 -0.00062281119274249419 -0.00058834892479353584 0.00085896245676421511 0.00083787481649778795 -0.0006864973505435047 -9.2380387941375387e-05 0.00059867014739817639 -0.00062835481345515569 0.0004954620742951409 -0.00037437085638663214 0.00070825272871713561 -0.00011287319372058845 0.0014254646652261727 0.00089959479145262683 -0.0013895346781778659 2.7881515277716288e-05 2.5393824486447305e-05 -7.2030057834660475e-06
leaf_weight=23 23 20 27 26 35 24 29 38 29 23 22 22 34 32 34 20 40 20 24 27 21 41 35 20 20 36 22 117 29 2208
leaf_count=23 23 20 27 26 35 24 29 38 29 23 22 22 34 32 34 20 40 20 24 27 21 41 35 20 20 36 22 117 29 2208
internal_value=0 3.18134e-06 -0.000118645 -2.82406e-05 5.74368e-05 0.000439453 -0.000159284 1.23119e-05 4.95379e-05 -0.000154913 6.32774e-06 2.83562e-06 8.01238e-06 3.61893e-06 0.000212398 -8.46715e-05 -4.81976e-06 0.000372747 2.25332e-06 -3.2184e-06 3.30099e-06 -7.23697e-07 5.33864e-06 0.000409661 -3.65721e-06 0.00015323 1.0309e-05 -0.000196458 0.000596851 -1.92901e-05
internal_weight=0 3098 216 189 163 59 104 2882 75 52 2844 2822 2802 2780 108 74 2672 40 2640 2616 2589 2568 2527 55 2472 224 188 139 49 2248
internal_count=3121 3098 216 189 163 59 104 2882 75 52 2844 2822 2802 2780 108 74 2672 40 2640 2616 2589 2568 2527 55 2472 224 188 139 49 2248
is_linear=0
shrinkage=0.1


Tree=1784
num_leaves=31
num_cat=0
split_feature=403 42 403 403 402 402 401 130 132 1204 133 130 12 12 15 16 3 1203 394 42 12 12 4 16 403 3 3 43 43 3
split_gain=0.000456026 0.00184889 0.000927902 0.000964218 0.000921511 0.000428547 0.000549875 0.000507596 0.00086457 0.000746447 0.000734415 0.000524371 0.00119122 0.00365797 0.00139323 0.0008661 0.000641528 0.000563619 0.00150221 0.000515227 0.00205487 0.00282546 0.000673474 0.00273891 0.00264711 0.0019394 0.00270517 0.0045248 0.00166027 0.00386237
threshold=-0.5492149999999999 0.091205000000000008 -0.5425549999999999 -0.5335399999999999 0.31115000000000004 0.13597000000000001 0.12828500000000001 0.13302000000000003 -0.43443999999999999 0.053645000000000005 -0.54084999999999994 0.09364500000000002 0.09474500000000001 0.090545000000000014 -0.052074999999999989 -0.079109999999999986 -0.086424999999999988 0.089005000000000015 0.12358500000000001 -0.14609499999999997 0.089300000000000004 0.085250000000000006 -0.078629999999999992 -0.15241499999999997 -0.43370499999999995 0.084940000000000015 -0.080409999999999995 -0.041049999999999996 0.0034250000000000005 -0.082334999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 7 8 -5 10 -10 17 13 14 -13 -14 -17 18 19 20 21 -12 23 -21 -24 26 28 -28 29 -25
right_child=2 -3 3 4 -6 -7 -8 -9 9 -11 11 12 15 -15 -16 16 -18 -19 -20 22 -22 -23 24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.00021482032170752066 -0.00068408041137445251 0.00094627823963643705 0.00069134899997152393 -0.00053979613352566952 -0.00066541098945197604 0.00032865989226429985 -0.00052757373050553729 0.00040106218432136361 0.00048743741004727789 0.0005672319134211411 0.00052860316614356093 0.00060750303313224804 -0.000479909849818796 -0.0015597881982102992 -0.00055871274205856027 0.00065823172964155682 -5.1241915431231835e-05 -0.00038796959545564009 0.00086842905366211207 -0.0011880650642772462 0.0010731675378999419 -0.00080283630855514532 0.00102544878072177 -7.341346671906297e-05 9.0335305514186058e-06 0.00033574950980605706 0.00011248783266637474 -0.001452000652141961 -0.00048491742186403532 0.00087202852331150411
leaf_weight=32 20 24 20 30 21 39 20 31 30 23 37 21 20 22 20 25 26 37 20 22 22 28 26 433 1767 108 36 38 75 48
leaf_count=32 20 24 20 30 21 39 20 31 30 23 37 21 20 22 20 25 26 37 20 22 22 28 26 433 1767 108 36 38 75 48
internal_value=0 0.000282793 -5.16686e-06 -7.07659e-07 -5.28324e-06 -6.68499e-07 -5.00031e-06 -1.45142e-06 -5.73348e-06 -1.78043e-07 -4.73953e-06 -9.95512e-06 -0.000203035 -0.000519556 3.86173e-05 7.78212e-05 0.000296539 -3.6196e-07 5.02957e-06 -1.51133e-06 0.0002378 -4.494e-05 -9.66647e-06 -8.85558e-05 2.37724e-05 -5.57791e-05 -0.000122898 -0.000690898 -4.73012e-05 2.09342e-05
internal_weight=0 56 3065 3045 3025 3004 2965 2945 2914 2884 2861 2831 134 63 41 71 51 2697 2660 2640 87 65 2553 760 1793 738 630 74 556 481
internal_count=3121 56 3065 3045 3025 3004 2965 2945 2914 2884 2861 2831 134 63 41 71 51 2697 2660 2640 87 65 2553 760 1793 738 630 74 556 481
is_linear=0
shrinkage=0.1


Tree=1785
num_leaves=31
num_cat=0
split_feature=403 43 16 1208 12 403 1212 1212 1211 2 401 52 403 400 130 130 393 1213 403 15 2 1213 403 42 1210 52 52 52 402 13
split_gain=0.000387772 0.00277294 0.00486724 0.00133747 0.00362776 0.000398907 0.00039516 0.00197453 0.00162642 0.00264551 0.000736427 0.00254956 0.000631687 0.000426729 0.00171395 0.00255877 0.000986745 0.000585913 0.00177102 0.00254471 0.00149466 0.00132998 0.000989798 0.00120525 0.000730694 0.000733018 0.00728984 0.00229493 0.00124356 0.00128113
threshold=-0.53960999999999981 -0.040344999999999992 -0.067914999999999989 0.098655000000000007 0.096075000000000008 -0.52917499999999984 0.11006000000000002 0.11796000000000001 0.11789500000000001 0.090935000000000016 -1.0000000180025095e-35 0.10263500000000002 -0.44023999999999991 -0.082934999999999995 0.087230000000000016 0.0029050000000000005 0.11213000000000002 -0.09280999999999999 0.068400000000000002 0.085465000000000013 0.093840000000000021 -0.087969999999999979 0.4024950000000001 0.087665000000000007 -0.081959999999999991 0.084505000000000011 0.085540000000000019 0.08257500000000001 0.095250000000000015 -0.077799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2 10 -8 9 -9 11 -7 -12 14 15 -14 17 18 19 -15 22 -19 -20 -24 -23 27 -27 -26 29 -28
right_child=3 2 -4 4 -6 6 7 8 -10 -11 12 -13 13 16 -16 -17 -18 21 20 -21 -22 24 23 -25 25 26 28 -29 -30 -31
leaf_value=0.00085398867030980416 0.00044701622216962282 -0.0014212993758043187 0.00068438936672780837 -0.0015325168240815402 0.00037215138989267873 0.00024893015731997309 0.0010824378131655977 -0.0012846878761774861 0.00046199620701372626 0.0003418150724610314 0.00040996136927247255 -0.0010938415536656976 8.2349485728627777e-05 7.7855588524075955e-06 -0.00063917405728716411 0.0013781851797830314 -0.0006964445335879213 -0.00062281864437762941 -0.0002774419503815983 0.0015501064428826794 -0.00079246184849623774 0.00045680288484701041 -8.1003472388891347e-05 0.00094370683315598094 4.9032548825669434e-06 -0.0019386114874145107 7.729892643637807e-05 0.0010565781252114988 0.00056173699031205617 -0.00020612325055325141
leaf_weight=37 20 21 23 20 20 31 20 20 35 20 37 26 64 23 20 20 21 36 31 20 21 33 22 24 1739 21 293 21 32 350
leaf_count=37 20 21 23 20 20 31 20 20 35 20 37 26 64 23 20 20 21 36 31 20 21 33 22 24 1739 21 293 21 32 350
internal_value=0 0.000215941 -0.000320598 -5.7537e-06 -0.000580183 1.90536e-06 -1.08196e-06 0.000199591 -3.58345e-05 -0.000471436 -7.68992e-06 -0.000363562 -5.17106e-07 -5.95878e-06 0.000192794 0.000390882 -1.36515e-05 -8.27314e-06 0.000190111 0.000725144 -4.46481e-05 -1.93512e-05 0.000159301 0.000453628 -1.06229e-05 -1.69035e-05 -0.000103778 1.74516e-05 -4.66948e-05 -7.69744e-05
internal_weight=0 81 44 3040 40 3000 2980 95 75 40 2885 57 2828 2791 104 84 2687 2666 141 43 98 2525 77 46 2489 2456 696 1760 675 643
internal_count=3121 81 44 3040 40 3000 2980 95 75 40 2885 57 2828 2791 104 84 2687 2666 141 43 98 2525 77 46 2489 2456 696 1760 675 643
is_linear=0
shrinkage=0.1


Tree=1786
num_leaves=31
num_cat=0
split_feature=132 132 13 132 1203 1185 15 43 133 12 403 43 16 403 2 2 2 4 13 0 480 1452 160 479 456 1427 1455 52 1 52
split_gain=0.00036846 0.000605037 0.00122326 0.00046976 0.00862697 0.0055065 0.00136787 0.00070486 0.000731498 0.000683993 0.000414163 0.00267467 0.00394246 0.00128105 0.000448541 0.00186859 0.00168233 0.00221961 0.00323449 0.00174719 0.00140162 0.00136786 0.00232508 0.00146714 0.0011073 0.00125929 0.00105412 0.00107702 0.00259446 0.00124
threshold=-0.46452999999999994 -0.40070499999999992 0.05868000000000001 -0.083284999999999984 0.089165000000000008 -0.087384999999999977 0.088655000000000025 1.0000000180025095e-35 -0.015164999999999998 0.087925000000000017 -0.53960999999999981 -0.040344999999999992 -0.067914999999999989 -0.53255499999999989 0.085155000000000022 0.08542000000000001 0.084550000000000014 -0.082249999999999976 -0.088464999999999988 -0.15599999999999997 -0.087719999999999979 0.086765000000000023 -0.54784999999999984 0.085120000000000015 0.091255000000000017 0.089335000000000012 -0.088559999999999986 0.092320000000000013 0.098700000000000024 0.086040000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 7 8 9 -3 11 -7 -13 -12 16 -16 19 -18 -19 -15 -17 22 -21 24 25 26 -24 29 -29 -28
right_child=1 3 -4 5 -6 10 -8 -9 -10 -11 13 12 -14 14 15 20 17 18 -20 21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00040780056283851586 -0.00091754940360607134 -4.79317075145003e-05 0.00017521458095870913 -0.0016604298262973317 0.002110462181881303 0.0008828157031010571 -0.0008560596575816385 0.00044795200650194855 0.00032089397808214505 -0.00074237456972933496 -0.00077986303783421015 -0.0012791694191816663 0.00061595037215105876 0.00091893647581205845 -0.00083515080690891154 0.00080026768014899324 0.0010397107727700271 -0.00086161792718154504 0.00081705130724003545 0.00096768102981150154 -2.1457935533035847e-05 -0.00071854651390682337 -0.00062897847499698411 -0.00079885566317344737 -0.00072225741518195719 0.00077703740773193367 2.4630899829977856e-05 0.0011729893339280453 -6.6953998951551816e-05 -0.00058020357715172903
leaf_weight=22 21 37 20 20 20 35 21 29 26 23 21 21 23 21 28 21 39 22 24 25 1798 26 25 23 20 22 580 27 45 36
leaf_count=22 21 37 20 20 20 35 21 29 26 23 21 21 23 21 28 21 39 22 24 25 1798 26 25 23 20 22 580 27 45 36
internal_value=0 -2.89499e-06 -0.000384494 2.22128e-06 0.000171268 -6.86599e-06 -0.000113908 2.16153e-05 -0.000122149 -0.000314135 4.60913e-06 0.000230416 -0.000288539 -1.75503e-06 4.11854e-06 -2.44504e-05 6.05537e-05 0.000484734 1.42095e-05 1.81358e-05 -1.19713e-05 -4.68308e-06 1.84308e-05 -1.20721e-05 1.18961e-05 3.18731e-05 8.88066e-06 3.20587e-05 0.000398025 -1.07166e-05
internal_weight=0 3099 41 3058 156 2902 136 115 86 60 2882 79 44 2803 2782 1847 935 85 46 850 1819 829 803 778 755 735 713 688 72 616
internal_count=3121 3099 41 3058 156 2902 136 115 86 60 2882 79 44 2803 2782 1847 935 85 46 850 1819 829 803 778 755 735 713 688 72 616
is_linear=0
shrinkage=0.1


Tree=1787
num_leaves=31
num_cat=0
split_feature=9 11 11 1429 156 155 475 1426 475 156 475 1371 2 475 475 1429 1429 12 13 474 1429 49 52 484 16 16 1 482 483 483
split_gain=0.000358257 0.000351975 0.000503878 0.000765465 0.000812202 0.000597858 0.000650358 0.000491411 0.000768443 0.00298661 0.00287723 0.00158627 0.00507912 0.000725218 0.00101862 0.000603635 0.00266695 0.000644395 0.00105683 0.000579381 0.000685451 0.001474 0.000614429 0.000683316 0.000534499 0.0030437 0.00591368 0.00176778 0.00197492 0.0046047
threshold=0.10860500000000002 0.096435000000000007 0.092630000000000018 0.12365500000000001 0.15608500000000003 0.12509500000000004 -0.10664 -0.049534999999999989 -0.086304999999999979 0.085790000000000019 -0.085774999999999976 0.083235000000000017 0.087995000000000004 -0.084894999999999984 -0.084049999999999986 0.057970000000000008 0.08759500000000002 0.091625000000000012 -0.082574999999999982 0.10970500000000001 -0.072014999999999982 0.086815000000000017 0.51775000000000004 0.055320000000000008 0.0028900000000000006 -0.0007049999999999999 0.085110000000000005 0.098465000000000011 0.098395000000000024 0.106785
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 9 -9 -10 13 -13 -12 -15 19 -17 18 -18 20 21 -16 24 -24 25 27 -27 28 -22 -30
right_child=-2 -3 -4 -5 -6 -7 7 8 10 -11 11 12 -14 14 15 16 17 -19 -20 -21 22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00038343459666727791 -0.00039321228218993742 0.00024911805562544289 -0.00044879057857906451 0.00058971849661743775 -0.00059426953154362988 0.00048923577414825556 -0.00040565576953291568 -0.00023453316954306932 -0.0011945148500672076 0.0012224618136921588 -0.00043974169671560665 0.0017671255080495031 -0.00045957308750422231 0.00054990234613582932 0.0010130349776729765 -0.0011611512464393551 -0.00020540378172881902 -0.00029689980956391085 0.00076406598394817638 -0.00050251486391061917 -3.2101813646970742e-06 -0.00012340868148021401 0.00063449396620853806 -8.9477276990444156e-05 -9.1271845876411586e-05 0.00212244263937464 -0.00012897207883984916 -0.00086858409897262322 0.0017114048135805538 -0.00025432314499854468
leaf_weight=44 23 57 25 22 23 25 29 34 20 24 37 20 21 34 21 24 22 32 23 22 1819 25 32 22 522 20 28 23 22 26
leaf_count=44 23 57 25 22 23 25 29 34 20 24 37 20 21 34 21 24 22 32 23 22 1819 25 32 22 522 20 28 23 22 26
internal_value=0 2.91927e-06 -1.69544e-06 2.01058e-06 -2.30791e-06 2.27476e-06 -1.85763e-06 3.92782e-06 8.06215e-06 0.000368361 6.38581e-07 9.19066e-06 0.000626621 -1.29779e-09 5.98707e-06 -9.05632e-07 -0.000240731 4.61538e-05 0.000290103 8.47559e-06 1.28669e-05 0.000395403 5.86746e-06 0.000339543 -1.45712e-06 2.27345e-05 0.000809117 2.76283e-06 1.34972e-05 0.000646636
internal_weight=0 3098 3041 3016 2994 2971 2946 2902 2873 58 2815 2795 41 2754 2717 2683 101 77 45 2582 2560 46 2514 54 2460 1938 48 1890 1867 48
internal_count=3121 3098 3041 3016 2994 2971 2946 2902 2873 58 2815 2795 41 2754 2717 2683 101 77 45 2582 2560 46 2514 54 2460 1938 48 1890 1867 48
is_linear=0
shrinkage=0.1


Tree=1788
num_leaves=31
num_cat=0
split_feature=1208 16 402 1209 401 402 401 1210 131 15 131 1203 398 399 15 1203 42 394 133 133 15 129 128 130 120 129 47 48 48 49
split_gain=0.000351037 0.0027911 0.00198494 0.00123587 0.000454387 0.000481974 0.00295319 0.000817489 0.000378094 0.00258662 0.00126313 0.000752339 0.000566777 0.00156676 0.00151281 0.000949647 0.00279198 0.00106275 0.000591075 0.000769228 0.00157229 0.000763498 0.00153221 0.000828001 0.00199282 0.000615694 0.000591729 0.000623748 0.00128138 0.00172098
threshold=0.10233500000000001 -0.079734999999999986 -0.13813499999999998 -0.097919999999999993 -0.47144999999999992 -0.45015499999999992 -1.0000000180025095e-35 0.0028200000000000005 0.11863000000000001 0.093115000000000017 0.11657500000000001 -0.093454999999999996 0.099290000000000003 0.091580000000000009 0.084735000000000019 0.089005000000000015 -0.064119999999999996 0.11233000000000001 -0.46007999999999999 -0.37971999999999995 -0.07490999999999999 0.10311000000000002 0.10378000000000003 -0.22699999999999995 0.09852000000000001 0.095970000000000014 0.14174500000000004 0.083685000000000009 0.089025000000000007 -0.004729999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 -6 8 10 -10 11 -7 13 15 -14 17 -17 18 -13 20 -20 23 -23 -21 25 26 27 -25 -29 -30
right_child=1 2 -4 4 5 7 -8 -9 9 -11 -12 12 14 -15 -16 16 -18 -19 19 21 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.00078824925934895874 0.0012060336594004184 0.0004780728090554476 -0.0009139320477732412 0.00041667591184914971 -0.0010881486408179626 0.00060717383166775107 0.00042017730711786834 0.00048964968120665563 0.00022193497939952068 -0.0011486039136625117 0.00077441912587909473 0.00034757008733045635 0.00025652398297097538 0.00074144545443622137 -0.00094516189287374318 0.00024747107678127511 -0.0012518521313525169 0.00072385508174193096 -0.00087214619154110564 -0.00065545017074327924 0.0002016374432714656 0.0009657426431658678 -6.0185410925564742e-05 -3.3240378447202633e-05 0.00098475152306491502 -0.00049238958637471558 -0.00054079520577077005 0.00036210961588669586 -0.0002386408307388809 0.00019701798577406761
leaf_weight=20 20 20 21 26 25 20 27 34 40 21 21 46 20 28 22 27 23 20 30 20 25 24 37 1941 20 27 21 130 168 197
leaf_count=20 20 20 21 26 25 20 27 34 40 21 21 46 20 28 22 27 23 20 30 20 25 24 37 1941 20 27 21 130 168 197
internal_value=0 0.000237534 -0.000234905 -4.73514e-06 4.19555e-07 -3.17124e-06 -0.000304979 2.12721e-06 -3.53391e-06 -0.00024989 1.70771e-06 -3.99396e-06 -8.31928e-06 -2.81868e-06 -0.000372931 -1.03801e-05 -0.000442218 -2.40088e-06 -7.8086e-06 -1.40008e-05 -0.000384063 -6.12714e-06 0.000343458 -1.45759e-05 -9.45712e-06 -1.7462e-05 -1.2243e-05 -7.68655e-06 9.25154e-05 -3.50443e-06
internal_weight=0 61 41 3060 3040 3014 52 2962 2928 61 2867 2846 2826 2784 42 2756 50 2706 2686 2640 55 2585 61 2524 2504 2484 2457 2436 495 365
internal_count=3121 61 41 3060 3040 3014 52 2962 2928 61 2867 2846 2826 2784 42 2756 50 2706 2686 2640 55 2585 61 2524 2504 2484 2457 2436 495 365
is_linear=0
shrinkage=0.1


Tree=1789
num_leaves=31
num_cat=0
split_feature=402 1212 402 401 130 132 400 398 399 1203 132 399 399 1211 1211 402 402 9 3 16 15 3 0 484 43 0 3 39 129 0
split_gain=0.000363737 0.000659256 0.000585668 0.000516132 0.000529658 0.000581526 0.00057813 0.000686889 0.00076373 0.00066812 0.00208298 0.00136213 0.000400761 0.000385883 0.000665971 0.000481993 0.00127215 0.000409965 0.000450383 0.0011755 0.00452247 0.0089326 0.00156906 0.00255689 0.00375225 0.00190302 0.0015684 0.0015073 0.00140366 0.00119404
threshold=0.31278000000000006 0.15049500000000002 0.13597000000000001 0.12828500000000001 0.13302000000000003 -0.43443999999999999 0.12955000000000003 0.099290000000000003 0.091580000000000009 0.089005000000000015 -0.020824999999999996 0.088190000000000018 0.086815000000000017 0.12711000000000003 0.10678000000000001 -0.45015499999999992 -0.41217999999999994 0.10860500000000002 -0.094299999999999981 -0.14158499999999996 0.050935000000000008 -0.013929999999999998 -0.09595999999999999 0.090535000000000018 -0.082144999999999982 -0.10224499999999999 -0.078724999999999976 0.089790000000000023 -0.082959999999999992 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 11 -11 12 13 14 15 -7 -17 18 -18 20 22 -22 25 24 -24 -20 -26 -28 -21 -30
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 10 -12 -13 -14 -15 -16 16 17 -19 19 28 21 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=-0.00044284892772642099 0.00041478035949521225 -0.00056120485588464705 0.00039115369191246205 -0.00051020555882132614 0.00041069816582040079 -0.00038314343687626679 0.0005103700296868655 -0.00043829773041781871 0.0004870460790698417 -0.0010286761650349944 0.00018144625831734051 0.00065143369974975942 -0.00035115378471373615 -0.00042760401875490236 0.00040773971421003812 0.00075866902704795156 8.5096161031343614e-05 -0.0004348019178327046 -0.00012741016282787946 0.00082619724950442708 -0.0025623665588103573 0.00025614514825460704 0.0014106818515366676 -0.00076976538191295487 -0.00067547187042821732 -0.0011545116879278794 0.00074075294527978664 -0.00026999787962995471 1.7172651067550446e-05 -0.00051056765832155099
leaf_weight=30 21 21 38 20 31 33 22 36 32 25 33 32 33 21 40 22 490 22 184 21 22 23 28 22 21 20 36 25 1673 44
leaf_count=30 21 21 38 20 31 33 22 36 32 25 33 32 33 21 40 22 490 22 184 21 22 23 28 22 21 20 36 25 1673 44
internal_value=0 -2.80981e-06 9.98661e-07 -3.87667e-06 -5.24612e-07 -4.78813e-06 -3.4832e-07 -4.17262e-06 1.2128e-06 -4.20415e-06 -0.000340158 2.7252e-06 -4.74195e-06 -5.8047e-07 2.70915e-06 -3.32258e-06 1.40191e-06 -4.93023e-06 -1.3054e-06 -2.1285e-05 -0.000180362 -0.00112179 -5.42774e-05 0.000214367 0.000411194 -0.000228106 6.99055e-05 0.000326511 1.35875e-05 3.64873e-06
internal_weight=0 3100 3079 3041 3021 2990 2960 2938 2902 2870 58 2812 2780 2747 2726 2686 2653 2631 2609 2119 381 45 336 132 110 204 82 61 1738 1717
internal_count=3121 3100 3079 3041 3021 2990 2960 2938 2902 2870 58 2812 2780 2747 2726 2686 2653 2631 2609 2119 381 45 336 132 110 204 82 61 1738 1717
is_linear=0
shrinkage=0.1


Tree=1790
num_leaves=31
num_cat=0
split_feature=129 390 132 1203 394 15 0 16 12 0 13 393 1429 472 133 2 394 16 155 51 3 51 4 2 400 401 403 133 43 133
split_gain=0.00044483 0.000847513 0.000362587 0.00736653 0.00679062 0.00170652 0.000755001 0.001727 0.00145184 0.000674655 0.00107818 0.000601971 0.000436189 0.000895212 0.000433744 0.000668843 0.000446942 0.00165095 0.000412198 0.000999084 0.000890386 0.00216582 0.00152272 0.00121893 0.00080325 0.000442828 0.00258998 0.00142036 0.000818995 0.000693052
threshold=-0.084544999999999981 0.087590000000000015 -0.083284999999999984 0.089165000000000008 0.11233000000000001 0.091475000000000015 -0.073309999999999986 -0.082039999999999988 0.091200000000000017 -0.086074999999999985 -0.0093149999999999986 0.098330000000000015 -0.23752499999999996 -0.19476999999999997 -0.49970500000000001 0.089775000000000008 -0.09095499999999998 -0.08595499999999999 0.11562500000000002 -0.08824499999999999 -0.16726499999999997 0.0038750000000000004 -0.35136499999999998 0.10045500000000002 -0.090784999999999991 -0.06959499999999999 -0.072624999999999981 0.51114000000000004 0.05259500000000001 0.40945500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 11 6 7 9 -9 10 -2 12 -4 -14 15 -15 17 -16 20 -20 21 22 -18 -24 -22 26 -26 29 -28 -27
right_child=1 -3 4 -5 -6 -7 -8 8 -10 -11 -12 -13 13 14 16 -17 18 -19 19 -21 24 -23 23 -25 25 27 28 -29 -30 -31
leaf_value=-0.0003967901592009834 -0.00027457701828953918 0.00051555649379224637 -0.00046807476959656922 0.0019018718363007622 -0.0018472632496559526 -0.00084199220081791282 -0.00050016192399198194 0.00012548748200060799 0.001279114677454345 -0.00044116683829751972 0.00057184971843121776 0.00046324216611018143 0.00054391778015997264 0.00055742223348440327 -0.0009361831656530162 -0.00015440595928918231 -0.00070931850175838919 0.00030341247287911496 7.4504993002240863e-05 -0.00074839057214558127 -0.00051679987265097521 0.0011463506521186386 -0.00021859026144490851 0.00079278233102880995 0.0010053935026267677 -1.222114142082187e-05 0.00023145404610169443 -0.00070805676112850689 -0.00054146905654463273 0.00035019906019981674
leaf_weight=28 34 32 20 21 20 25 22 24 20 37 27 28 30 33 22 22 20 21 36 25 31 23 22 26 28 2306 26 29 29 54
leaf_count=28 34 32 20 21 20 25 22 24 20 37 27 28 30 33 22 22 20 21 36 25 31 23 22 26 28 2306 26 29 29 54
internal_value=0 3.59202e-06 -1.76011e-06 0.000125053 -1.11009e-05 -7.23716e-05 4.49487e-05 0.000129402 0.000649863 -0.000104274 0.000100071 1.87089e-06 -2.73788e-06 6.06256e-07 -5.31432e-06 0.000272691 -1.09816e-05 -0.000330799 -5.80187e-06 -0.000262747 2.40411e-07 0.000307506 2.37792e-05 0.000329237 -1.09307e-05 -4.58682e-06 0.000222485 -1.24759e-05 -0.000176087 -3.92848e-06
internal_weight=0 3093 3061 210 2851 189 164 142 44 98 61 2831 2803 2783 2753 55 2698 43 2655 61 2594 91 68 48 2503 2472 83 2389 55 2360
internal_count=3121 3093 3061 210 2851 189 164 142 44 98 61 2831 2803 2783 2753 55 2698 43 2655 61 2594 91 68 48 2503 2472 83 2389 55 2360
is_linear=0
shrinkage=0.1


Tree=1791
num_leaves=31
num_cat=0
split_feature=129 390 130 400 133 401 12 1209 1213 14 2 142 15 1 1 132 13 400 399 1455 15 3 0 12 43 43 15 43 52 15
split_gain=0.000360312 0.000686485 0.000363448 0.000472362 0.000811571 0.000379597 0.00248736 0.00142989 0.00113739 0.000459018 0.00189277 0.00169988 0.000641173 0.000558298 0.00334572 0.00281269 0.00652229 0.00518308 0.00132094 0.00135055 0.00117472 0.00204361 0.00211836 0.00438473 0.00225112 0.00303773 0.00206403 0.00162169 0.00244469 0.00153546
threshold=-0.084544999999999981 0.087590000000000015 0.13302000000000003 0.11741500000000001 -0.54084999999999994 0.11769000000000002 0.092255000000000018 -0.092684999999999976 -0.085714999999999986 0.078235000000000013 0.082850000000000021 -0.057499999999999989 0.094035000000000007 0.081315000000000012 0.078340000000000007 -0.083284999999999984 -0.01163 -0.077004999999999976 0.09141500000000001 0.10861000000000001 0.09006500000000002 -0.068334999999999993 -0.082619999999999985 0.088795000000000013 0.055925000000000009 -0.027014999999999997 0.11728000000000001 -0.092909999999999979 0.10744000000000002 0.088990000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -6 -8 11 -11 -9 -12 14 18 16 -15 -17 19 20 29 22 23 -22 25 27 -23 -24 -29 -13
right_child=1 -3 -4 -5 5 6 8 9 -10 10 12 13 -14 15 -16 17 -18 -19 -20 -21 21 26 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00035711116465141199 0.00057860889204069585 0.00046400087203437581 0.00035075034809716301 -0.00036007017148910345 -0.00079625846891481767 0.00098188149859197433 -0.00072449125373563934 0.00087796560388100756 0.00027001241586454536 -0.0010325721332761035 0.00031374556970518286 2.2566724407144785e-05 -0.00032051011341016942 0.0019406219284230084 0.0013221309403888882 -0.0016373051469036866 -0.00055453792039770631 -5.2921807740252313e-05 -0.00064826653306854188 -0.00071032925679901391 0.00023325228174860858 -0.0010093744621490655 -0.0003283590951468796 0.0021097034844569863 0.0010689304370316676 -0.00092036577148569957 0.00022467010386401055 0.0012936627962281582 -5.2027826852820542e-05 -0.00072706956738589467
leaf_weight=28 24 32 29 37 23 27 23 22 23 22 37 1131 28 22 20 21 20 1230 29 24 33 23 27 20 24 27 33 27 27 28
leaf_count=28 24 32 29 37 23 27 23 22 23 22 37 1131 28 22 20 21 20 1230 29 24 33 23 27 20 24 27 33 27 27 28
internal_value=0 3.23282e-06 -1.5841e-06 -4.95405e-06 -5.66975e-07 -5.24561e-06 0.00021997 -1.09187e-05 -0.000227239 -4.63602e-06 -0.000230831 2.42243e-06 4.05277e-05 -4.5414e-06 3.75511e-05 -5.24937e-05 0.000752451 -7.95182e-05 1.98694e-05 3.34761e-05 4.6227e-05 0.000247107 0.000407321 0.000941347 0.000192901 -1.77247e-06 -0.00028217 0.000304425 0.000620817 4.45644e-06
internal_weight=0 3093 3061 3032 2995 2971 73 2898 46 2875 87 2788 65 2766 1473 1293 42 1251 1453 1424 1400 241 185 53 132 108 56 81 54 1159
internal_count=3121 3093 3061 3032 2995 2971 73 2898 46 2875 87 2788 65 2766 1473 1293 42 1251 1453 1424 1400 241 185 53 132 108 56 81 54 1159
is_linear=0
shrinkage=0.1


Tree=1792
num_leaves=31
num_cat=0
split_feature=1185 12 12 2 129 390 394 3 1186 132 393 393 3 3 49 4 3 33 120 40 10 15 3 43 4 45 123 1 14 0
split_gain=0.000345525 0.00103517 0.00116086 0.000691024 0.000645956 0.000651767 0.000522453 0.00175682 0.000853428 0.000616144 0.00195966 0.000907954 0.000742395 0.0010372 0.000944499 0.00159996 0.000762842 0.000512816 0.000530646 0.00143813 0.00078034 0.00194148 0.00270782 0.00244077 0.000606939 0.00053755 0.000500667 0.000697149 0.00114683 0.0008872
threshold=1.0000000180025095e-35 0.086420000000000011 0.087765000000000024 0.085625000000000021 -0.084544999999999981 0.087590000000000015 -0.088469999999999979 -0.084724999999999981 0.068350000000000008 -0.083174999999999985 0.10317000000000003 0.098330000000000015 -0.073309999999999986 -0.080564999999999984 0.09567500000000001 0.010840000000000001 -0.08867499999999999 -0.018454999999999996 1.0000000180025095e-35 -0.24134999999999998 -0.011239999999999998 -0.098289999999999975 -0.010424999999999999 -1.0000000180025095e-35 0.62736500000000006 0.094030000000000016 0.11135500000000001 0.12811000000000003 -1.0000000180025095e-35 -0.09595999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 7 -6 9 10 12 17 13 16 15 -14 -8 -11 19 -19 21 23 -23 -21 25 26 27 -22 -29 -30
right_child=1 2 3 -5 5 -7 8 -9 -10 11 -12 -13 14 -15 -16 -17 -18 18 -20 20 24 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00052250277998003487 -0.00042378105932757966 0.00094051548706678063 -0.00030500495328021279 0.00047016647108450902 -0.0010280854575103148 0.00045451636887587339 -0.00038383250963257477 0.00029736453696386893 0.0004757283081621486 0.0004794813502071934 -0.0011196108628064394 0.00059244888207803559 0.00095742891851561857 -0.00087724845063695241 -0.00032769042835570876 -0.00021613583778075523 0.00028292188835621346 0.00082428204557453738 -0.0003763260953986135 -1.621157895318571e-05 1.1952157723001524e-05 -0.00060117820809994435 0.0007661850700969808 -0.0014895214299347414 0.0004674770415087031 -0.00041452910635627867 0.00047941697749510323 -0.00089110329096332534 -0.00051665602577193037 0.00014603487868263419
leaf_weight=24 21 24 23 23 20 31 37 20 37 22 20 26 26 21 25 21 32 21 38 22 2314 28 30 23 28 31 22 22 31 58
leaf_count=24 21 24 23 23 20 31 37 20 37 22 20 26 26 21 25 21 32 21 38 22 2314 28 30 23 28 31 22 22 31 58
internal_value=0 0.000191997 0.00037673 8.25808e-05 -5.76623e-06 -1.64059e-06 -6.39382e-06 -0.00036536 -1.5016e-06 -7.5946e-06 -0.000185718 4.34151e-06 -7.04227e-05 -0.000261895 0.000168917 0.00043307 -7.46131e-05 -1.3428e-06 -5.30762e-06 5.31075e-08 -6.58116e-06 -0.000276341 0.000106079 -0.000769237 4.50632e-06 -7.24989e-07 4.51732e-06 2.08951e-07 -0.0002446 -8.479e-05
internal_weight=0 91 70 46 3030 3006 2975 40 2935 2898 182 2716 162 90 72 47 69 2690 2668 2630 2609 103 58 45 2506 2478 2447 2425 111 89
internal_count=3121 91 70 46 3030 3006 2975 40 2935 2898 182 2716 162 90 72 47 69 2690 2668 2630 2609 103 58 45 2506 2478 2447 2425 111 89
is_linear=0
shrinkage=0.1


Tree=1793
num_leaves=31
num_cat=0
split_feature=471 471 156 474 1419 474 159 158 159 482 482 484 1 482 483 482 52 482 0 12 4 475 472 4 1 4 155 155 49 159
split_gain=0.000333188 0.000548753 0.000638365 0.000576869 0.000467707 0.00107591 0.000667552 0.000977752 0.000839685 0.000982426 0.00111884 0.00233162 0.00187678 0.00127345 0.00220544 0.00108339 0.000666862 0.0006442 0.000594118 0.0014132 0.00136773 0.000691572 0.00233567 0.00128252 0.00194277 0.00083962 0.000731618 0.00107889 0.000755241 0.000619009
threshold=0.10693500000000002 0.094575000000000006 -0.094124999999999986 0.11902500000000001 0.091465000000000005 0.11134000000000001 -0.47115499999999993 -0.47144999999999992 -0.45371999999999996 0.11816500000000001 0.098465000000000011 0.0069400000000000009 0.16540500000000002 0.089745000000000005 0.086310000000000012 0.085875000000000021 0.53076500000000015 0.08326500000000002 0.12500000000000003 0.096830000000000013 -0.35136499999999998 -0.24039999999999997 -0.086459999999999981 -0.50940999999999981 0.085345000000000018 -0.49013999999999996 0.099270000000000011 0.086670000000000011 0.055245000000000009 -0.092414999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 16 -8 -9 10 12 -12 13 15 -15 17 -4 18 21 20 -20 -10 -23 24 -24 -25 27 29 -28 -27
right_child=-2 -3 3 -5 -6 -7 7 8 9 -11 11 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 23 25 -26 26 28 -29 -30 -31
leaf_value=0.00051474888993349548 0.00039698015011492235 -0.00047900521700891362 -0.00077610679429860534 -0.0005253240162606484 -0.00038582659420377069 0.00064508628297167334 0.00070187110874940116 -0.00055479945925374823 -0.00043007710577315977 0.00070390527107520038 0.00022817655104021966 -0.0012277278538146098 0.00087099418742582208 4.6462491962067306e-05 -0.0012808075110938046 0.00058844308805419134 -2.8039659194361704e-05 -0.0005485537326811547 -0.00034114839968663692 0.00093747986526147506 0.00068051292200834725 0.001081806214642711 -0.0012354018423052151 0.00052372326946727209 6.92971083772136e-05 0.00022750892047517245 -0.00082915100508779746 0.00061481627374726901 -8.1898626108580327e-05 -1.0309087377417143e-05
leaf_weight=24 21 24 22 21 31 26 20 27 37 20 22 22 25 31 21 32 26 21 38 23 20 20 21 31 25 115 21 29 38 2267
leaf_count=24 21 24 22 21 31 26 20 27 37 20 22 22 25 31 21 32 26 21 38 23 20 20 21 31 25 115 21 29 38 2267
internal_value=0 -2.68923e-06 1.02715e-06 -3.0126e-06 6.06187e-07 4.59933e-06 -1.00009e-06 5.06805e-06 2.72433e-07 5.47804e-06 5.92225e-07 -0.000499776 8.41325e-06 6.84031e-07 -0.00048955 9.99455e-06 -0.000370904 3.15406e-06 7.46909e-06 0.000274181 1.11486e-05 -8.27243e-07 5.35984e-06 -3.09282e-06 -0.000526326 6.53083e-06 3.97481e-08 8.5535e-06 -0.00034787 1.17247e-06
internal_weight=0 3100 3076 3052 3031 3000 2974 2926 2906 2879 2859 44 2815 2790 52 2738 48 2706 2685 81 58 2604 2567 2547 46 2501 2470 2411 59 2382
internal_count=3121 3100 3076 3052 3031 3000 2974 2926 2906 2879 2859 44 2815 2790 52 2738 48 2706 2685 81 58 2604 2567 2547 46 2501 2470 2411 59 2382
is_linear=0
shrinkage=0.1


Tree=1794
num_leaves=31
num_cat=0
split_feature=156 475 1425 52 157 52 1375 1375 52 484 1373 150 0 154 130 121 1452 2 124 151 49 133 133 2 133 124 3 3 2 4
split_gain=0.000393067 0.000852619 0.000461092 0.000415432 0.000889906 0.000398128 0.0026469 0.00210266 0.00209933 0.00172695 0.00138629 0.002928 0.00155259 0.00153539 0.00125048 0.00214991 0.00107918 0.00102446 0.000999156 0.000918606 0.00155367 0.00215734 0.00212804 0.00194933 0.00165783 0.00125501 0.00107424 0.00221701 0.00143773 0.00128764
threshold=0.3248100000000001 0.12365000000000002 0.10129000000000002 -0.56368999999999991 -0.081749999999999975 -0.020999999999999994 -0.15308499999999997 -0.090674999999999992 -0.026204999999999996 -0.096419999999999992 1.0000000180025095e-35 0.088690000000000005 -0.23091999999999999 1.0000000180025095e-35 -0.22562499999999999 -0.052794999999999988 -0.069739999999999983 0.096015000000000017 -0.088289999999999993 -0.14960499999999996 0.11787000000000002 0.095000000000000015 0.10995500000000001 0.12198500000000001 0.091410000000000005 -0.086724999999999983 0.092670000000000016 0.084940000000000015 0.11728500000000001 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 -7 -8 10 17 12 -12 -5 16 -11 -16 -14 -9 -18 -20 21 24 -23 -22 25 -21 27 29 -28 -27
right_child=-2 -3 -4 5 -6 6 7 9 -10 14 11 -13 13 -15 15 -17 18 -19 19 20 23 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00014366647678385066 -0.00041187306607911445 0.00053358026857798307 -0.00048071445897221568 -0.00092520908956430505 0.00075578077868902424 0.0011379762372512017 -0.0010107799666002394 0.00023590740919774233 -0.00080643392785633393 -0.00074564607030796733 -0.0003077628026949242 0.001403378057293594 -0.00078037825005594641 0.00083198014996014539 0.00097362229995348539 1.0516695270304971e-06 0.00064397423047921629 0.0011193887372168579 0.00044557674816003007 -0.00068272485908481382 -0.0012670542705260838 0.0012940283113414847 4.0993924013684705e-05 -2.842909425790249e-05 -0.00098782856890466063 -0.00048565019163876195 -0.00061730951072663191 0.0010338456756601641 0.00023572152086075976 4.1872646530637649e-05
leaf_weight=22 23 30 20 20 22 21 20 35 36 22 20 20 20 20 23 1928 21 21 35 31 24 23 33 27 20 52 62 21 29 420
leaf_count=22 23 30 20 20 22 21 20 35 36 22 20 20 20 20 23 1928 21 21 35 31 24 23 33 27 20 52 62 21 29 420
internal_value=0 3.0578e-06 -2.12983e-06 1.01048e-06 0.000306057 -3.45758e-06 2.09964e-05 9.54858e-06 -5.76543e-05 1.9606e-05 -2.76364e-05 0.000547808 -5.44636e-05 -3.36821e-05 4.06321e-06 1.25171e-05 -5.48474e-05 0.000567213 -3.66637e-05 -5.50593e-05 -7.86742e-05 -3.93624e-05 0.000555633 -0.000611312 -9.18344e-05 -6.26964e-05 -2.97839e-05 2.84857e-05 -0.000345464 -1.62443e-05
internal_weight=0 3098 3068 3048 44 3004 2070 2049 934 2029 898 40 858 838 1973 1951 818 56 798 777 742 691 56 51 635 615 584 493 91 472
internal_count=3121 3098 3068 3048 44 3004 2070 2049 934 2029 898 40 858 838 1973 1951 818 56 798 777 742 691 56 51 635 615 584 493 91 472
is_linear=0
shrinkage=0.1


Tree=1795
num_leaves=31
num_cat=0
split_feature=130 2 11 1 45 1429 1426 33 52 1375 151 52 484 1373 1375 34 16 160 1429 42 403 2 472 2 0 475 13 4 49 51
split_gain=0.000383665 0.000724246 0.000597758 0.000747517 0.000535968 0.000866293 0.000690045 0.000535969 0.000452767 0.00209626 0.00197911 0.00169016 0.0012224 0.00119401 0.00126909 0.00117988 0.0010639 0.0010492 0.00269969 0.00184765 0.0010214 0.00110657 0.00180509 0.00133439 0.00210645 0.00190683 0.00164697 0.00213288 0.00181962 0.00176845
threshold=-0.23123999999999997 0.31358000000000003 -0.072629999999999986 0.15799000000000005 0.084355000000000013 -0.23752499999999996 -0.089244999999999977 0.085305000000000006 -0.020999999999999994 -0.15308499999999997 -0.23821999999999996 -0.026204999999999996 -0.096419999999999992 1.0000000180025095e-35 -0.4078199999999999 -0.057544999999999992 -0.0083599999999999976 -0.081969999999999987 0.032755000000000006 0.082810000000000009 -0.085444999999999979 0.10644500000000001 -0.082054999999999975 0.11067500000000001 -0.069824999999999984 -0.073459999999999984 0.10002500000000002 -0.0065699999999999986 0.10969000000000002 -0.063174999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 11 -10 -11 13 16 14 -8 -14 -12 18 19 -16 -19 22 -22 24 -23 -25 27 29 -29 -27
right_child=1 -3 3 -5 -6 6 7 -9 9 10 12 -13 15 -15 17 -17 -18 20 -20 -21 21 23 -24 25 -26 26 -28 28 -30 -31
leaf_value=0.00040691697200679266 0.00054667379445163535 -0.00049197664061163468 -0.00065829625411424793 -0.00054638339717348573 0.00035321741780471928 0.00056002785726873706 -0.00080063467414054855 -0.00037035994449606503 0.0010241786515550865 -0.00077291880133411586 0.00016194660487156866 -0.00072579051985586476 0.0006625067900001471 0.00052921629221354784 -0.00049482829498401768 8.3609209733156964e-06 0.0010531040622611596 0.00051013394006172591 -0.0012379944217391313 0.00065253811562433848 -0.00096895618461847175 -9.654314338189105e-05 -6.2377169911507745e-05 -0.00065355112222305529 0.001195027618554637 0.00013978828887047714 0.00090967386360996626 0.00070808481268242612 -0.00032690686952824202 -0.0011594684831586412
leaf_weight=23 20 30 20 25 43 22 22 39 21 31 37 36 28 37 32 1809 21 38 25 25 23 23 487 33 28 20 26 49 26 22
leaf_count=23 20 30 20 25 43 22 22 39 21 31 37 36 28 37 32 1809 21 38 25 25 23 23 487 33 28 20 26 49 26 22
internal_value=0 -3.02101e-06 1.76017e-06 -1.81538e-06 2.68816e-06 -2.36981e-06 2.06212e-06 -2.11597e-06 2.83798e-06 3.04723e-05 1.96375e-05 -5.36789e-05 3.26028e-05 -2.7264e-05 -5.06881e-05 1.83316e-05 0.000484607 -3.14362e-05 -0.000371597 8.40259e-06 4.55492e-06 -2.15129e-05 -0.000103262 0.000162153 0.000612555 3.16385e-05 0.000189759 2.97781e-05 0.000349288 -0.000540775
internal_weight=0 3098 3068 3048 3023 2980 2960 2938 2899 1947 1926 952 1895 916 879 1837 58 857 82 57 775 737 510 227 51 176 143 117 75 42
internal_count=3121 3098 3068 3048 3023 2980 2960 2938 2899 1947 1926 952 1895 916 879 1837 58 857 82 57 775 737 510 227 51 176 143 117 75 42
is_linear=0
shrinkage=0.1


Tree=1796
num_leaves=31
num_cat=0
split_feature=156 475 1425 1426 1429 1 1 1210 33 1 1 0 1375 1374 1375 150 1456 483 483 457 0 50 50 402 131 4 131 131 3 43
split_gain=0.000350647 0.000741057 0.000427637 0.000419642 0.000414216 0.000325518 0.00323694 0.00213205 0.00198594 0.00162145 0.00232769 0.00110205 0.00111357 0.00110395 0.00110572 0.000905466 0.000928237 0.00151433 0.00161057 0.000857802 0.00141541 0.000764594 0.00154341 0.000872103 0.000849416 0.00211561 0.00124032 0.00147073 0.00129384 0.00119153
threshold=0.3248100000000001 0.12365000000000002 0.10129000000000002 1.0000000180025095e-35 -0.094049999999999981 0.091345000000000023 0.09202500000000001 -0.42132499999999995 -1.0000000180025095e-35 0.090740000000000015 0.090130000000000016 -0.26609999999999995 0.093520000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12068000000000002 -0.074164999999999995 0.10143000000000001 0.09567500000000001 0.10487 -0.23001499999999997 0.13276000000000002 0.11768500000000003 -0.40883999999999993 0.10488000000000001 0.62931500000000018 0.092855000000000007 0.090150000000000022 -0.075944999999999985 -0.0095349999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6 -8 10 19 -10 13 -13 -15 16 -16 18 21 20 -9 22 23 -18 25 26 27 29 -28 -25
right_child=-2 -3 -4 -5 5 6 8 9 11 -11 -12 12 -14 14 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00042512227032009682 -0.00038901353381452677 0.000497485856564405 -0.0004628438805229962 0.00040110574157622004 0.0010265335540420243 -0.00097664440011916071 0.00088737117378817263 0.00075815253971646044 -0.00071749925264157359 0.00075581773115996405 -0.00085707399928416569 0.00068358620862810592 -0.00075473523960681635 -0.00073512917650597439 0.00049440368927796102 0.00063258567613295536 -0.00066028047552787366 -0.00068231765696379759 0.00087590107577852907 -0.00048136656885831413 1.5169109345626671e-05 -0.00045874839837779292 0.00068060760484865658 -0.00017016154330245137 0.00048227781735477038 -0.0010578397949575445 -0.0011191033897921443 0.00071948289927416329 1.8367094453424217e-05 0.0001296286589765463
leaf_weight=23 23 30 20 26 21 36 24 26 23 29 31 23 20 21 34 22 22 35 20 34 1854 40 31 251 32 20 20 29 20 281
leaf_count=23 23 30 20 26 21 36 24 26 23 29 31 23 20 21 34 22 22 35 20 34 1854 40 31 251 32 20 20 29 20 281
internal_value=0 2.88809e-06 -1.94826e-06 1.07599e-06 -2.3657e-06 8.76515e-07 -4.55647e-05 2.42484e-05 -1.09378e-05 1.35858e-05 2.51915e-06 -3.37762e-05 -1.67016e-05 -3.19099e-07 -1.82346e-05 -6.6777e-07 -1.73523e-05 -3.90748e-05 -9.68377e-06 1.64415e-05 2.54444e-05 -3.3426e-05 -9.32841e-06 -4.10144e-05 -2.01509e-05 -4.60409e-05 -1.23704e-05 2.59895e-05 -0.000550368 -1.18137e-05
internal_weight=0 3098 3068 3048 3022 2999 1004 1995 968 1974 1945 944 921 901 878 857 835 801 766 1914 1880 746 706 675 653 621 601 561 40 532
internal_count=3121 3098 3068 3048 3022 2999 1004 1995 968 1974 1945 944 921 901 878 857 835 801 766 1914 1880 746 706 675 653 621 601 561 40 532
is_linear=0
shrinkage=0.1


Tree=1797
num_leaves=31
num_cat=0
split_feature=33 49 0 120 14 0 2 9 9 1 160 1 133 0 1 42 13 457 49 484 13 0 15 1446 1205 49 49 12 157 1429
split_gain=0.000421267 0.000375978 0.0012675 0.00113779 0.00107395 0.00115836 0.00203025 0.00102876 0.00234869 0.000977825 0.00173048 0.00157106 0.00115084 0.00159187 0.000992913 0.000896861 0.000895069 0.000829811 0.000798242 0.000702814 0.00127547 0.00110583 0.00108314 0.000695916 0.000624581 0.00062932 0.00107027 0.00148742 0.00071253 0.00481188
threshold=-0.012019999999999998 -0.0097999999999999979 -0.24955499999999997 0.091385000000000008 0.078235000000000013 -0.23051499999999997 0.10644500000000001 0.091600000000000015 0.10629500000000001 0.087695000000000009 0.088405000000000011 0.081315000000000012 0.086990000000000012 0.010870000000000003 0.099195000000000019 0.15665000000000004 -0.079969999999999986 0.09061000000000001 -0.0090649999999999984 0.085740000000000011 -0.085804999999999979 -0.094654999999999975 -0.011389999999999999 0.11655500000000001 0.09993500000000001 -0.008624999999999999 -0.0049799999999999992 0.085355000000000014 -0.087424999999999989 0.057970000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 7 5 6 -2 15 -9 11 12 17 13 14 16 18 -11 19 -4 20 21 -7 -22 24 25 -20 27 -27 29 -28
right_child=1 2 3 -5 -6 9 -8 8 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 23 -21 22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00038613814324760048 -0.0011323298250790687 0.00067649505991570992 0.00056614307966083291 -0.00072140157599711707 -0.00079280227771960198 -0.00042980459121312814 0.00020141817540639923 0.0012871040188474582 -0.00024544038111343978 0.00074216007159256777 0.00087135429286198419 -0.00098549936554350316 -0.00048059314463494554 0.00093604772105622533 -0.00011790031953714789 0.00064528336019562134 -0.00011589937581447884 0.00053648448230887876 -0.0005356097749123971 0.00024923635261503104 -0.00025116484210794345 0.00040522338317324673 -0.0011941790458790604 -0.00043822234274557562 -0.00055177006070152859 -0.00015946197866772613 4.6219598971219966e-05 0.0009538727472058131 1.8211515914471157e-05 -0.00157144862936217
leaf_weight=28 25 29 25 21 20 29 21 20 20 31 28 21 36 22 125 22 20 20 21 34 29 35 21 36 20 21 112 28 2179 22
leaf_count=28 25 29 25 21 20 29 21 20 20 31 28 21 36 22 125 22 20 20 21 34 29 35 21 36 20 21 112 28 2179 22
internal_value=0 3.4956e-06 1.9115e-05 1.16301e-05 -7.43294e-05 -4.5417e-05 -0.000523445 1.77242e-05 0.000520832 3.33977e-06 0.000128401 -0.000170025 3.95006e-05 0.000134063 3.3815e-05 9.6291e-06 0.000405666 -6.80912e-05 3.95362e-06 -0.000149791 -0.000268799 2.68513e-05 -0.000647231 -1.80888e-06 4.72915e-06 9.39973e-06 1.42453e-05 0.000476729 4.44774e-06 -0.000219368
internal_weight=0 3093 2576 2547 517 497 46 2526 40 451 262 189 234 198 176 2486 51 168 2464 148 114 64 50 2439 2403 2383 2362 49 2313 134
internal_count=3121 3093 2576 2547 517 497 46 2526 40 451 262 189 234 198 176 2486 51 168 2464 148 114 64 50 2439 2403 2383 2362 49 2313 134
is_linear=0
shrinkage=0.1


Tree=1798
num_leaves=31
num_cat=0
split_feature=151 12 130 12 52 46 47 47 48 47 15 15 0 150 47 131 394 3 1456 400 133 403 0 0 402 1213 1212 52 12 43
split_gain=0.000416014 0.00034347 0.000944325 0.000617834 0.00123357 0.000719261 0.000472176 0.00172255 0.00107349 0.00099366 0.000914241 0.0042062 0.00193036 0.000834616 0.000723303 0.00131623 0.000723324 0.00169769 0.000704798 0.000693044 0.000788964 0.000687797 0.00333008 0.00514232 0.00172864 0.00365696 0.00083782 0.00224374 0.00134958 0.000658212
threshold=-0.5666199999999999 0.23631000000000002 -0.22562499999999999 0.12757000000000002 0.095415000000000014 -0.043074999999999995 0.092165000000000011 0.09550500000000002 0.12649500000000002 0.088915000000000008 -0.11345499999999999 -0.097454999999999986 -0.092089999999999991 0.13879000000000002 0.085770000000000027 -0.13752999999999996 0.013605000000000001 -0.083924999999999986 -1.0000000180025095e-35 0.11741500000000001 -0.54084999999999994 -0.53960999999999981 -0.086409999999999987 -0.070499999999999993 0.13775000000000001 -0.083944999999999978 0.11006000000000002 0.085540000000000019 0.095175000000000023 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 8 -8 9 13 29 -12 -13 14 15 -7 19 -18 -14 20 -17 22 -22 -24 26 -26 -23 28 -28 -9
right_child=1 -3 3 4 -6 6 7 10 -10 -11 11 12 18 -15 -16 16 17 -19 -20 -21 21 24 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00044358657490062926 0.00061196857725735754 -0.0003880074728563752 0.00052506306349711781 -0.00068598568962664329 0.00021281653294303958 0.00076224710551880135 -0.00091549513326026502 -8.5636817987376294e-06 -0.00065521883855884275 0.00052427227308630552 0.0013570308141187643 -0.0010107709059957416 0.00056113401343199339 0.0006370315206281487 -0.00054237256602694586 0.00057135304535525691 0.00086586855322821074 -0.00026252405756774049 -6.2395943631626439e-05 -0.00044116304165476731 -0.00079186415416188549 -1.3382957612424348e-05 0.0018835073024754158 -0.00014396117887748727 0.00031904647725501233 -0.0015061634924242518 -0.00052646375895294901 0.0010773324335996922 0.00053403254215871651 -0.00047632575316059123
leaf_weight=21 25 23 26 37 26 23 25 56 24 38 23 20 22 21 24 24 30 24 103 36 20 2215 22 29 21 23 28 26 21 65
leaf_count=21 25 23 26 37 26 23 25 56 24 38 23 20 22 21 24 24 30 24 103 36 20 2215 22 29 21 23 28 26 21 65
internal_value=0 -3.00495e-06 -1.27123e-07 -5.14101e-06 -0.000315051 1.39106e-06 -3.20411e-06 -0.000119152 1.05398e-05 1.66267e-05 -5.0264e-05 0.000100681 -9.86017e-05 9.17e-06 4.03162e-06 9.19043e-06 2.31457e-06 0.000364361 4.73453e-05 -5.61667e-06 8.38527e-07 -4.85476e-06 0.000301761 0.000730633 -1.4182e-05 -0.000635041 -2.2528e-06 0.000326458 -7.19653e-05 -0.000259841
internal_weight=0 3100 3077 3052 63 2989 2963 314 2649 2625 289 168 145 2587 2566 2542 2519 54 125 2465 2429 2405 71 51 2334 44 2290 75 49 121
internal_count=3121 3100 3077 3052 63 2989 2963 314 2649 2625 289 168 145 2587 2566 2542 2519 54 125 2465 2429 2405 71 51 2334 44 2290 75 49 121
is_linear=0
shrinkage=0.1


Tree=1799
num_leaves=31
num_cat=0
split_feature=447 457 1375 148 456 456 48 150 150 456 12 148 151 151 151 150 0 1374 1365 148 16 16 13 403 403 1208 1208 403 160 42
split_gain=0.000366911 0.000617087 0.000542821 0.000456402 0.000472985 0.000871445 0.000622594 0.000428896 0.000993533 0.000930175 0.00141043 0.000744787 0.000656401 0.000880913 0.000783337 0.000683564 0.000693326 0.000633681 0.000582686 0.000502314 0.000525266 0.00218699 0.00423841 0.00142491 0.00110448 0.00123761 0.00414912 0.00211088 0.000916767 0.00174343
threshold=0.10419500000000002 0.51278000000000012 -0.23832499999999998 0.10530000000000002 0.091580000000000009 0.089235000000000023 0.094925000000000023 0.10921500000000002 0.10314000000000002 -0.085409999999999986 0.083815000000000014 -0.079184999999999992 0.095500000000000015 0.084350000000000008 0.13982000000000003 0.090735000000000024 -0.24955499999999997 0.091490000000000016 0.085025000000000017 -0.08670499999999999 -0.0087049999999999992 -0.0048099999999999992 -0.085584999999999981 -0.55327499999999985 -0.54856499999999986 0.099975000000000008 0.11332500000000002 -0.52800499999999995 -0.083899999999999988 0.094165000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -6 8 12 -9 11 -11 13 15 -14 16 -4 18 19 -18 23 22 -22 -21 -25 27 -27 -26 29 -23
right_child=-2 -3 3 -5 6 -7 -8 9 -10 10 -12 -13 14 -15 -16 -17 17 -19 -20 20 21 28 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0004393111072464048 -0.00042694243777077648 0.00053048855360512709 0.00051527302689814518 -0.00047313060087617487 0.00056920947198009616 -0.00051881693350424034 -4.0528644383426361e-05 0.00035847081580077828 0.00055033827118356436 -0.00043626213649986309 -0.00085910244559989123 0.00039813246817768389 -0.00083822428328858231 0.00065753103699535138 4.6839199494570497e-05 0.00042304122885420493 0.00038365129779170584 -0.00053810491544109855 0.00045457486713920459 0.00070677965995855638 -0.0018359304306795822 0.00052075807569152051 -0.00012744988179172584 -0.00067674953379141898 -0.00081112811758723719 0.001575572077196003 -0.00029858878805060635 2.2194330620764318e-05 -6.571006086672375e-05 -0.00033581748322051555
leaf_weight=28 20 22 26 20 34 32 33 23 34 20 33 23 20 21 20 39 33 22 28 30 20 74 53 23 31 21 27 1564 712 35
leaf_count=28 20 22 26 20 34 32 33 23 34 20 33 23 20 21 20 39 33 22 28 30 20 74 53 23 31 21 27 1564 712 35
internal_value=0 2.75358e-06 -1.01718e-06 3.00518e-06 6.14696e-06 2.07742e-07 0.000268891 5.8724e-06 1.30221e-05 -0.000198725 -0.00036735 1.0042e-05 6.49523e-06 1.23261e-05 -0.000395693 7.37753e-06 1.37128e-06 -3.62739e-06 8.08105e-07 -4.03576e-06 -8.97541e-06 -7.10028e-05 -0.000595527 2.37207e-05 1.14207e-05 2.10542e-05 0.000521357 5.99809e-06 -2.43643e-05 0.000245711
internal_weight=0 3101 3079 3051 3031 2964 67 2932 2833 99 76 43 2799 2759 40 2738 2699 2673 2651 2623 2590 894 73 1696 1666 1643 48 1595 821 109
internal_count=3121 3101 3079 3051 3031 2964 67 2932 2833 99 76 43 2799 2759 40 2738 2699 2673 2651 2623 2590 894 73 1696 1666 1643 48 1595 821 109
is_linear=0
shrinkage=0.1


Tree=1800
num_leaves=31
num_cat=0
split_feature=1209 44 0 1 447 147 147 16 160 160 160 160 481 16 481 13 481 1451 1420 157 49 49 474 13 12 483 47 47 52 51
split_gain=0.000327187 0.000313252 0.000719704 0.00329266 0.000567067 0.00047256 0.00108836 0.00078293 0.000459199 0.000531248 0.000412326 0.000606426 0.000404769 0.00133659 0.00114459 0.003851 0.000696599 0.000873496 0.000904611 0.000882684 0.00050181 0.00263729 0.00207562 0.0039098 0.00129546 0.00104751 0.00137332 0.00120019 0.00298855 0.0010654
threshold=-0.14444499999999996 0.099360000000000018 -0.24955499999999997 0.10723500000000001 0.094580000000000011 0.092070000000000013 0.090335000000000013 -0.0013749999999999997 0.51752500000000012 0.50959500000000013 0.3961050000000001 0.26691500000000007 -0.15689499999999998 -0.039889999999999988 -0.086484999999999992 -0.085744999999999988 -0.084329999999999988 0.087145000000000014 0.056520000000000008 0.63334000000000013 0.08610000000000001 0.084945000000000007 0.083685000000000023 -0.085669999999999982 0.087445000000000009 0.10083000000000002 0.11069000000000002 1.0000000180025095e-35 0.08709500000000002 -0.41109999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -7 9 10 11 12 13 -4 15 -14 -16 18 19 20 21 -18 25 -24 -25 26 27 29 -29 -22
right_child=1 -3 4 -5 -6 7 -8 -9 -10 -11 -12 -13 14 -15 16 -17 17 -19 -20 -21 22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.00040316875907592481 0.001302587132557251 -0.00030905515397369694 -0.00087328489337648672 -0.00044801251867532059 -0.00048923069765199521 -9.7726165486991805e-05 -0.0007412340775772464 0.00074592924495598051 0.00038179763932050503 -0.00050627075362994921 0.00039495410702119658 -0.00052808023359499534 -0.0003854894526011776 0.00025496342430068625 -0.00043698847293853764 0.0011915669118025109 -1.4408295205977042e-05 0.00058823223516810694 -0.0006756410642992706 0.00064517998557892583 0.00061000165296718487 -0.0010909420282468605 0.0017290698002657987 -0.00051829101983457803 0.00050165590329208614 0.00068277745906795777 -0.00061249996330221433 0.0011173439265891626 -0.0002402407774592147 -0.00013278043660420736
leaf_weight=20 21 33 21 22 24 22 20 22 31 21 26 22 30 21 37 32 2148 25 20 21 21 23 21 20 33 21 38 31 34 240
leaf_count=20 21 33 21 22 24 22 20 22 31 21 26 22 30 21 37 32 2148 25 20 21 21 23 21 20 33 21 38 31 34 240
internal_value=0 -2.60026e-06 6.96031e-07 0.000406931 -5.07856e-06 -1.20663e-06 -6.0472e-06 0.000324102 -1.04082e-06 -5.12478e-06 -1.47692e-06 -5.0821e-06 -1.02642e-06 -0.000309161 3.60386e-06 0.000428475 -6.03464e-06 -1.20214e-07 -5.62707e-06 -5.72268e-07 -5.72846e-06 -2.58133e-05 8.92698e-05 0.000574315 0.00011677 -3.95965e-06 -4.35791e-05 2.27368e-05 0.000407223 -7.30164e-05
internal_weight=0 3101 3068 43 3025 3001 2957 44 2937 2906 2885 2859 2837 42 2795 62 2733 2696 2671 2651 2630 2171 459 74 53 385 364 326 65 261
internal_count=3121 3101 3068 43 3025 3001 2957 44 2937 2906 2885 2859 2837 42 2795 62 2733 2696 2671 2651 2630 2171 459 74 53 385 364 326 65 261
is_linear=0
shrinkage=0.1


Tree=1801
num_leaves=31
num_cat=0
split_feature=33 130 10 16 0 16 42 45 2 16 48 50 132 1211 1209 4 4 2 50 2 0 42 42 3 15 456 16 50 51 157
split_gain=0.000315244 0.000305485 0.000651322 0.00418511 0.0049018 0.00224272 0.000704484 0.00050544 0.000809682 0.00084482 0.00080662 0.000498813 0.00262964 0.00477776 0.00251273 0.00147814 0.00474938 0.000926485 0.00228702 0.00146983 0.000848915 0.00098748 0.00197314 0.00186019 0.00169838 0.00222539 0.00156698 0.000969612 0.000811823 0.000760404
threshold=-0.012019999999999998 -0.23647499999999996 -0.0097449999999999985 -0.056919999999999991 -0.061629999999999997 -0.15012499999999998 0.084755000000000011 0.094030000000000016 0.15609500000000001 0.029300000000000003 0.15068000000000001 0.089465000000000017 -0.083284999999999984 0.11048500000000001 -0.094304999999999986 -0.081224999999999978 -0.083644999999999983 0.091185000000000002 0.115 0.098630000000000009 -0.09595999999999999 0.088200000000000014 0.086555000000000007 -0.076514999999999986 -0.0088349999999999974 0.08733500000000001 -0.07550999999999998 0.10352000000000001 0.095375000000000015 -0.081579999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 8 10 -10 11 14 -13 15 -4 16 28 20 -19 -20 -17 22 24 27 25 29 -26 -23 -14 -22
right_child=1 2 7 4 -6 -7 -8 -9 9 -11 -12 12 13 -15 -16 17 -18 18 19 -21 21 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00033403139542705117 -0.00038653341645840557 -0.00020143411845007601 -0.0011089205109913434 0.0021733735996531324 1.0275809141934257e-05 -0.00091394373972174692 0.00053689958429978496 -0.00037620868453005748 0.00090719371335580947 -9.3902344815433032e-07 -0.00062299065535799381 0.00098243262806546779 -0.00042250471204802718 -0.0011891344883285153 -1.017014781322755e-05 -0.00070180630427785218 0.0017955582921526264 0.0012111196686635682 -0.00056274187475166939 0.00033815944165160714 0.00048323460976548846 -0.0011775991635832248 0.00096287732311187342 0.00035802991359170332 -5.8483899812455532e-05 -0.0012010785784306271 0.0011093571770470591 -0.00030311440698369555 0.00034674059617613884 -0.00029611692823950324
leaf_weight=28 20 24 21 20 22 28 28 36 20 21 21 31 23 30 2345 20 21 21 27 55 21 21 24 28 27 21 20 32 34 31
leaf_count=28 20 24 21 20 22 28 28 36 20 21 21 31 23 30 2345 20 21 21 27 55 21 21 24 28 27 21 20 32 34 31
internal_value=0 3.02389e-06 5.55925e-06 0.000231983 0.00104032 -0.000192396 0.00019613 -3.80153e-06 7.97668e-07 0.000442053 -5.4972e-06 -9.52033e-07 9.12119e-05 3.06245e-05 -1.99224e-05 0.000116523 0.000509978 2.83348e-05 0.000279983 4.15212e-05 -7.74602e-05 -2.19628e-05 0.000135158 -0.000301289 -3.03856e-05 -0.000332251 0.00043847 -0.000649608 3.63434e-05 1.86212e-05
internal_weight=0 3093 3073 122 42 80 52 2951 2915 41 2874 2853 487 456 2366 426 78 348 103 82 245 225 144 81 120 73 47 53 57 52
internal_count=3121 3093 3073 122 42 80 52 2951 2915 41 2874 2853 487 456 2366 426 78 348 103 82 245 225 144 81 120 73 47 53 57 52
is_linear=0
shrinkage=0.1


Tree=1802
num_leaves=31
num_cat=0
split_feature=402 1212 402 402 402 402 13 1374 13 157 160 12 12 4 43 1429 52 43 3 133 133 16 43 42 42 42 2 43 13 13
split_gain=0.000354781 0.000542932 0.000482702 0.000472868 0.000674127 0.000830625 0.000349091 0.00298796 0.00223963 0.00490684 0.00655852 0.00182833 0.00377248 0.00175416 0.00484808 0.00234861 0.00179314 0.00156689 0.00207398 0.00148791 0.00148167 0.00135103 0.00185796 0.00162515 0.00247823 0.00230717 0.00129193 0.00132372 0.0011086 0.00143206
threshold=0.31278000000000006 0.15049500000000002 0.13597000000000001 0.11844500000000001 0.11320500000000001 0.10913500000000002 -0.085804999999999979 0.088460000000000011 -0.084774999999999989 -0.086244999999999988 -0.014869999999999998 0.085955000000000018 0.086700000000000013 -0.0082299999999999995 0.0034250000000000005 0.083960000000000021 0.092650000000000024 -0.0047449999999999992 -0.084964999999999985 -0.020859999999999997 0.086910000000000015 -0.07550999999999998 0.054355000000000007 0.090310000000000015 0.094725000000000018 0.087505000000000013 0.087505000000000013 -0.081944999999999976 -0.091559999999999989 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 11 9 -8 -11 13 -13 14 15 16 17 18 20 -19 -1 23 -23 25 -25 -14 27 -15 29 -28
right_child=-2 -3 -4 -5 -6 -7 8 -9 -10 10 -12 12 21 26 -16 -17 -18 19 -20 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00025087131471082105 0.00040964178984896057 -0.00050951698296038172 0.00035488323206472595 -0.00034971204525694101 0.00052861400266313767 -0.00064578423247439785 -0.0018054382256443868 0.0011829877635413457 1.8726295526657983e-06 0.00078529800046357875 -0.0011926045344929056 0.0013623063609918098 9.7760376312097923e-05 0.0010170660408524176 -0.0017057439635126768 -0.0010661258883677268 -0.00089952766473288647 0.0011386298447968845 -0.00064577304669497112 0.00010895825220763476 0.00086031149209399391 -0.0007497470916455819 0.00037243146914988761 -0.00078946027326686624 0.00041843415124387281 0.0011856701413385704 -0.00013249488288533646 0.00016381144250226501 -0.00055425411705166481 0.00076673719222130992
leaf_weight=24 21 21 38 39 24 20 22 23 2153 38 30 27 44 24 22 24 20 23 44 36 24 36 25 29 41 35 77 75 39 23
leaf_count=24 21 21 38 39 24 20 22 23 2153 38 30 27 44 24 22 24 20 23 44 36 24 36 25 29 41 35 77 75 39 23
internal_value=0 -2.77499e-06 6.81189e-07 -3.74488e-06 7.49697e-07 -3.50441e-06 8.38248e-07 6.16842e-05 -1.85576e-05 -0.000507294 -8.73061e-05 2.44155e-05 0.000249635 -9.28968e-05 -0.000298527 -0.000139764 -9.74865e-06 0.000108103 -0.000149864 0.000510356 0.00030472 0.000106577 -0.000289838 0.000268868 -8.19793e-05 0.000579746 9.45898e-05 0.000370661 -0.000102036 7.43285e-05
internal_weight=0 3100 3079 3041 3002 2978 2958 715 2243 90 68 692 237 455 217 195 171 151 92 59 48 210 61 149 70 79 238 99 139 100
internal_count=3121 3100 3079 3041 3002 2978 2958 715 2243 90 68 692 237 455 217 195 171 151 92 59 48 210 61 149 70 79 238 99 139 100
is_linear=0
shrinkage=0.1


Tree=1803
num_leaves=31
num_cat=0
split_feature=12 130 12 15 142 0 11 33 9 1 34 34 2 147 49 447 0 12 48 151 50 1209 1209 402 133 3 12 12 12 471
split_gain=0.000321652 0.00084351 0.000568817 0.00119074 0.000789507 0.000475439 0.000471929 0.000511596 0.000480548 0.00185454 0.000599089 0.000771184 0.00051389 0.000447533 0.00210802 0.000782086 0.00089872 0.000630241 0.000489527 0.000559942 0.000457688 0.00227336 0.00124928 0.00134988 0.000770481 0.000903594 0.000859016 0.0029335 0.0015375 0.00176232
threshold=0.23631000000000002 -0.22562499999999999 0.12757000000000002 -0.068899999999999975 -0.057499999999999989 -0.046359999999999991 -0.014494999999999999 -0.044254999999999996 0.091905000000000014 0.13332000000000002 -0.097449999999999981 -0.084564999999999987 -0.080614999999999978 0.095485000000000014 -0.049784999999999989 0.08870500000000002 -0.26343999999999995 0.082850000000000021 -0.08595499999999999 -0.081779999999999978 0.089465000000000017 -0.094304999999999986 -0.025744999999999997 -0.46140499999999995 0.12599500000000005 -0.077564999999999981 0.091840000000000019 0.094070000000000015 0.089735000000000023 0.086110000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 -6 -8 10 -10 -9 -12 -13 15 -15 16 -14 -17 19 -18 21 -20 -22 -24 26 -26 28 -28 29 -25
right_child=-2 2 3 5 6 -7 7 8 9 -11 11 12 13 14 -16 17 18 -19 20 -21 22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=0.00058128241403028371 -0.00037258306022166561 0.00058792837896718363 -0.00091415087115906543 -0.00034478502377169209 -0.00046165687354831871 0.00032888251917029265 0.00050726977729937067 0.00055000898908474482 -0.00099651734691135418 0.00034898926853202286 -0.00055218351399526002 0.00041058008960868811 0.00067065733699564597 -0.00040674135920458612 0.00097902612052048034 -0.00080139573520599796 0.0006549082662483368 -2.5770837819436565e-05 -0.0010884796897880735 -5.2161836009916097e-05 0.00085375744441989814 -1.7419474061722969e-05 0.00085065091408978346 -1.636754175517315e-05 8.6154890595935288e-06 -0.00085913717907498644 0.0011189762301646331 -4.698299076473734e-05 -0.00056744220369081533 0.00090151998877484839
leaf_weight=25 23 23 21 20 22 22 20 20 21 20 25 31 20 21 23 22 24 20 20 21 20 2167 20 231 28 21 31 71 45 23
leaf_count=25 23 23 21 20 22 22 20 20 21 20 25 31 20 21 23 22 24 20 20 21 20 2167 20 231 28 21 31 71 45 23
internal_value=0 2.76611e-06 -1.94033e-06 -0.000299325 4.28399e-06 8.08845e-06 -2.10093e-07 3.2138e-06 -2.09336e-07 -0.000340173 4.59042e-06 8.08046e-07 5.64358e-06 1.20474e-06 0.000317637 -3.79634e-06 2.76335e-06 -0.000432051 -2.14403e-06 0.000324942 -7.6423e-06 -2.72143e-05 7.97125e-05 4.67745e-05 1.10466e-05 -0.000363279 5.67871e-05 0.000307377 -2.86985e-05 6.67483e-05
internal_weight=0 3098 3073 63 3010 42 2987 2965 2945 41 2904 2884 2859 2828 44 2784 2742 42 2722 45 2677 2187 490 470 450 49 401 102 299 254
internal_count=3121 3098 3073 63 3010 42 2987 2965 2945 41 2904 2884 2859 2828 44 2784 2742 42 2722 45 2677 2187 490 470 450 49 401 102 299 254
is_linear=0
shrinkage=0.1


Tree=1804
num_leaves=31
num_cat=0
split_feature=1209 106 105 34 11 30 1 47 47 376 40 9 10 16 0 52 2 52 52 52 12 0 12 13 52 13 1452 132 393 394
split_gain=0.000403585 0.000351791 0.000709975 0.000866096 0.00092225 0.000672102 0.000366138 0.000639956 0.000602827 0.000630443 0.000363228 0.000520761 0.00141872 0.00321685 0.000429637 0.0010653 0.000715744 0.000609726 0.003969 0.00132111 0.00493082 0.00180622 0.00187131 0.00157166 0.00117472 0.00102821 0.000992715 0.000883934 0.00747341 0.00550528
threshold=-0.14444499999999996 0.085275000000000004 0.079510000000000011 -0.057544999999999992 -1.0000000180025095e-35 0.085875000000000021 0.15618500000000002 0.13975500000000002 0.13283000000000003 0.11357500000000002 0.10214500000000001 0.092235000000000011 -0.010699999999999999 -0.08231999999999999 0.13134000000000004 0.095415000000000014 -1.0000000180025095e-35 0.095415000000000014 0.10160000000000001 0.088185000000000013 0.086095000000000019 -0.089604999999999976 0.092995000000000008 -0.0090849999999999976 0.087765000000000024 -0.15078499999999997 0.10052000000000001 -0.083284999999999984 0.10358500000000001 0.086685000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3 7 8 9 10 11 12 13 -6 16 -16 -14 19 -19 24 -21 -22 23 -23 27 -20 -27 28 -18 -29
right_child=1 5 -4 4 6 -7 -8 -9 -10 -11 -12 -13 14 -15 15 -17 17 18 25 20 21 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00044777147268177943 0.00049091201142541002 0.00071027387821231969 -0.00060142501761220048 -0.00065451481019739412 0.00028734734702690425 -2.7372954392399734e-06 -0.00032162754214368764 0.00050302175281103701 -0.00052657348675314681 0.0005203403924774055 -0.00033515868629117244 0.00038187482354779998 0.00050921377486601066 -0.0013334851522231476 -3.1482037512533784e-05 0.00080512148206648624 -5.1191315550135729e-05 -0.0011828456174953319 0.00059041394508676604 0.0016165054666998913 -0.00079500967459309672 0.00029831470510121005 0.00084276966341404304 -0.0006865641343980455 -0.00076796010820544324 -3.344071488142848e-05 -0.00066835520220383151 2.4486599546863171e-06 0.0020343017578852598 -0.001626262041584899
leaf_weight=20 35 20 20 22 24 39 36 25 22 23 33 35 27 25 45 23 122 32 25 24 21 43 33 26 20 466 26 1768 20 21
leaf_count=20 35 20 20 22 24 39 36 25 22 23 33 35 27 25 45 23 122 32 25 24 21 43 33 26 20 466 26 1768 20 21
internal_value=0 -2.88793e-06 -7.57863e-06 -3.64847e-06 -9.44346e-06 0.000238961 -4.65709e-06 -7.61245e-07 -5.09822e-06 -1.11749e-06 -5.3125e-06 -1.4608e-06 -6.26794e-06 -0.000539608 3.26293e-06 0.000251487 -3.04941e-06 -8.27462e-06 -0.000102097 1.62767e-05 0.000305369 4.95371e-05 0.000223414 -7.27991e-05 -5.50527e-06 -3.52036e-05 -6.69931e-05 2.39173e-06 0.00024254 -1.66698e-05
internal_weight=0 3101 3042 3022 2987 59 2965 2929 2904 2882 2859 2826 2791 49 2742 68 2674 2647 549 2098 147 123 102 69 1951 517 492 1931 142 1789
internal_count=3121 3101 3042 3022 2987 59 2965 2929 2904 2882 2859 2826 2791 49 2742 68 2674 2647 549 2098 147 123 102 69 1951 517 492 1931 142 1789
is_linear=0
shrinkage=0.1


Tree=1805
num_leaves=31
num_cat=0
split_feature=448 0 48 447 0 3 148 483 160 158 159 159 158 160 159 16 158 106 33 16 1374 1375 151 49 1213 3 481 150 4 2
split_gain=0.000330863 0.00090589 0.000415836 0.000688979 0.000455821 0.000797194 0.000447356 0.000411664 0.000619454 0.000336993 0.00235009 0.00230904 0.00128824 0.00117563 0.00105899 0.0013933 0.00125587 0.000512301 0.000646414 0.000550186 0.00261869 0.00205594 0.00164262 0.00214517 0.00162849 0.00435289 0.00341516 0.00126172 0.0012462 0.00115892
threshold=0.068920000000000023 -0.26609999999999995 -0.11278499999999998 0.094580000000000011 -0.23051499999999997 0.097915000000000016 -0.08670499999999999 -0.47356499999999996 0.51262000000000008 0.10380000000000002 0.10713500000000002 -0.018454999999999996 0.102205 -0.012569999999999998 0.11109000000000001 0.51026500000000008 0.11817500000000002 0.089100000000000026 -0.009184999999999997 -0.010264999999999998 0.087110000000000007 -0.15308499999999997 -0.10142999999999999 0.13087000000000001 0.04198000000000001 -0.084964999999999985 -0.085804999999999979 0.10846000000000001 -0.17966999999999997 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 -8 9 12 11 -11 17 -13 -12 16 -16 18 -9 21 24 -20 23 -23 26 -26 -21 29 -24 -28
right_child=-2 2 3 -5 6 -7 7 8 -10 10 14 13 -14 -15 15 -17 -18 -19 19 20 -22 22 28 -25 25 -27 27 -29 -30 -31
leaf_value=0.0006420260930264538 -0.00040542749178712256 0.00035111869047713384 -0.00061041408528884249 -0.00057658845575393313 0.00037019813563815801 7.4672341246956168e-05 -0.00042146013179065095 -0.00049891898032421113 0.00049890613633760952 6.6774368633559789e-05 0.00078637218558350985 -0.001615021494217217 0.00078750162917588437 -0.00053075740055646742 -0.00090610052546253423 0.00067099475958717198 0.00015704563306644559 0.00048181049827359279 0.00090212969247389734 0.00096360332681797453 -0.0011906067453674042 -0.0013452863403654192 0.00070019168363484954 5.6998512316871108e-05 -0.0017208049196051436 0.00025848771235905592 -0.00015706867263178394 0.00067073773000932613 2.7198244177234028e-05 8.5542390423474707e-05
leaf_weight=22 20 33 33 21 33 35 23 26 25 32 23 20 21 20 20 21 25 22 27 35 20 20 28 24 20 25 517 24 1588 318
leaf_count=22 20 33 33 21 33 35 23 26 25 32 23 20 21 20 20 21 25 22 27 35 20 20 28 24 20 25 517 24 1588 318
internal_value=0 2.61481e-06 -1.95389e-06 -5.77904e-06 -1.81639e-06 -0.000257796 4.07019e-06 -6.19013e-08 3.27907e-06 -1.02923e-06 -0.000141598 -0.000566372 7.3065e-06 -0.00107289 0.00020204 -1.5906e-06 -0.000315464 1.2248e-06 -2.73212e-06 2.14349e-06 -5.8336e-05 3.6524e-05 2.24448e-05 -0.000580404 -3.42195e-05 -0.000621198 -4.6736e-06 -4.41261e-05 3.8859e-05 -6.46731e-05
internal_weight=0 3101 3079 3046 3025 68 2957 2924 2901 2876 161 72 2715 40 89 66 45 2694 2672 2646 959 1687 1660 44 939 45 894 859 1616 835
internal_count=3121 3101 3079 3046 3025 68 2957 2924 2901 2876 161 72 2715 40 89 66 45 2694 2672 2646 959 1687 1660 44 939 45 894 859 1616 835
is_linear=0
shrinkage=0.1


Tree=1806
num_leaves=31
num_cat=0
split_feature=130 40 12 52 142 43 16 16 12 133 2 3 43 131 133 160 12 13 2 15 3 12 43 3 43 1372 43 49 13 0
split_gain=0.000328009 0.000705725 0.000426593 0.00085318 0.00071594 0.000395473 0.000613124 0.00213148 0.00197871 0.00153192 0.00132049 0.000589261 0.000556013 0.00119522 0.00227583 0.00207814 0.00190593 0.00174673 0.00205847 0.00143241 0.00142239 0.0010287 0.000978469 0.00122046 0.000839613 0.00233102 0.00222549 0.000852635 0.000722776 0.00101012
threshold=-0.23647499999999996 -0.23755499999999996 0.12757000000000002 0.095415000000000014 -0.057499999999999989 -0.15879999999999997 -0.054549999999999994 -0.0034149999999999996 0.08493500000000001 0.2590050000000001 0.097845000000000015 -0.10831999999999999 -0.088704999999999992 0.097310000000000021 0.10397500000000001 0.10210000000000001 0.092755000000000018 -0.0013449999999999996 0.09678500000000001 -0.073184999999999986 -0.087909999999999988 0.087535000000000016 -0.11180499999999999 -0.089519999999999988 -0.085739999999999997 -0.065504999999999994 -0.086304999999999979 -0.013914999999999999 0.11596500000000001 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 8 -8 -6 -10 11 -9 13 14 15 16 17 18 22 -18 -15 -17 -7 -24 26 -26 27 -14 29 -27
right_child=1 2 3 -5 5 12 7 10 9 -11 -12 -13 24 20 -16 21 19 -19 -20 -21 -22 -23 23 -25 25 28 -28 -29 -30 -31
leaf_value=-0.00040367529087234296 0.00051162593342639784 0.00055922259830960841 -0.00058601474230402222 0.00017023364064068749 0.00079934774735011165 -0.00040863513750082352 -0.0011356967671758867 0.00055977039349575835 -0.00068856407435002138 0.00026236122830596286 -0.00069878965926667056 -0.00015638271637726577 -0.00038517488808591021 -0.00085225220257416378 0.0011916086577746848 -3.1736846791491625e-05 0.00030364886393230835 -0.00047935516060813545 0.0011420346700976118 0.0014729642019665336 0.00015445232315869362 -0.0010338393825804816 0.00093323755704443018 4.7470848852147662e-05 0.0010785934385785369 4.2925894210900488e-06 -0.0012377159702009523 0.00030797220749913582 0.00056494635222903032 -0.0002947625818568431
leaf_weight=20 27 23 35 26 25 28 24 27 36 32 21 20 36 25 22 21 22 39 23 20 32 20 21 60 20 2220 20 35 22 119
leaf_count=20 27 23 35 26 25 28 24 27 36 32 21 20 36 25 22 21 22 39 23 20 32 20 21 60 20 2220 20 35 22 119
internal_value=0 2.60352e-06 -1.8674e-06 -0.000263679 3.43315e-06 -8.42158e-07 -0.000142455 -0.000325491 3.86123e-05 -0.00024107 -3.95358e-05 0.000255024 8.49774e-06 0.000129803 0.000215899 0.000131389 0.000256882 0.000108634 0.000282358 0.000860466 -0.000287085 -0.000520567 0.000100958 0.000277114 -7.84308e-06 3.55039e-06 -0.000305952 -4.34827e-05 -5.55628e-06 -1.09223e-05
internal_weight=0 3101 3074 61 3013 2990 185 92 93 68 68 47 2805 333 276 254 213 171 132 42 57 41 109 81 2472 2381 91 71 2361 2339
internal_count=3121 3101 3074 61 3013 2990 185 92 93 68 68 47 2805 333 276 254 213 171 132 42 57 41 109 81 2472 2381 91 71 2361 2339
is_linear=0
shrinkage=0.1


Tree=1807
num_leaves=31
num_cat=0
split_feature=45 150 150 151 1371 1375 2 150 457 447 147 457 0 150 150 151 0 0 0 0 0 12 0 2 480 158 158 51 1456 403
split_gain=0.000334129 0.000359865 0.000662738 0.000356542 0.0006833 0.000454782 0.0020617 0.00541106 0.000440379 0.00085173 0.000701324 0.000836253 0.00081396 0.000445992 0.000636142 0.00148923 0.000549694 0.000440361 0.00153909 0.00216255 0.00153852 0.00220037 0.00149736 0.00145214 0.00126598 0.00112561 0.00196282 0.00107325 0.0016237 0.00442818
threshold=-1.0000000180025095e-35 0.13251500000000002 0.14635000000000001 0.22564000000000003 0.084775000000000017 -0.022119999999999997 0.087545000000000026 0.10874500000000002 0.10378500000000002 0.09290000000000001 0.090335000000000013 0.09228500000000002 -0.06563999999999999 0.11156000000000001 0.10314000000000002 0.092070000000000013 -0.24955499999999997 -0.084509999999999988 -0.084044999999999995 -0.083804999999999977 -0.082974999999999979 0.089735000000000023 -0.085034999999999986 0.08622500000000001 -0.08342999999999999 0.11817500000000002 0.10930500000000001 0.11548000000000001 0.091180000000000011 -0.5341999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 -8 9 10 11 13 -12 14 15 16 -7 22 23 -20 21 -21 25 -19 -22 26 27 28 29 -18
right_child=1 2 -4 -5 -6 8 7 -9 -10 -11 12 -13 -14 -15 -16 -17 17 18 19 20 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00037974079402730522 -0.00042164696105515009 -0.00065054747367115776 0.00013654589653015137 0.00042769999185111375 -0.00052737707980365185 0.00048403899369683744 -0.00023052749938556346 0.001907559371320531 -0.00046565308140998239 0.00056424384475340717 -0.00063463438903757681 0.00063560069050124315 0.00016102886454973488 -0.00045691504672590999 0.00046366275501592705 -0.0007836114077993747 -0.0012718782544618957 4.7664204903412613e-05 -0.00098596820774089029 4.5946577858344159e-05 -0.00077411909354850649 0.0013294313965492291 -0.00062265036137622981 0.0012527124432381244 2.7048442128316274e-05 0.00067107877592839627 -0.00099324106579713007 -0.00040430230481216492 0.00090111911355052155 2.6919745960377823e-05
leaf_weight=23 29 23 20 20 24 24 29 20 20 27 36 21 20 21 30 24 27 20 21 34 20 22 43 20 1426 23 21 67 20 946
leaf_count=23 29 23 20 20 24 24 29 20 20 27 36 21 20 21 30 24 27 20 21 34 20 22 43 20 1426 23 21 67 20 946
internal_value=0 2.81926e-06 -0.000284458 6.86276e-06 4.08953e-06 8.32573e-06 0.000246643 0.000642161 1.98795e-06 5.19867e-06 -3.14856e-08 6.90297e-06 -0.000350469 2.20284e-06 5.66105e-06 6.79156e-07 7.56393e-06 3.34423e-06 3.78762e-05 2.17945e-05 3.58844e-05 0.000550173 -4.37121e-05 0.000650188 1.59673e-05 -2.11628e-05 -3.58914e-05 -1.6925e-05 9.21223e-06 -9.1209e-06
internal_weight=0 3098 43 3055 3035 3011 78 49 2933 2913 2886 2830 56 2809 2788 2758 2734 2710 1563 1523 1502 56 1147 40 1446 1104 1081 1060 993 973
internal_count=3121 3098 43 3055 3035 3011 78 49 2933 2913 2886 2830 56 2809 2788 2758 2734 2710 1563 1523 1502 56 1147 40 1446 1104 1081 1060 993 973
is_linear=0
shrinkage=0.1


Tree=1808
num_leaves=31
num_cat=0
split_feature=12 130 12 0 46 403 15 3 402 1212 1212 52 12 401 52 133 133 42 132 128 399 1211 394 129 43 12 42 43 13 403
split_gain=0.000320475 0.000786896 0.000413986 0.00116029 0.000683727 0.000411989 0.00240499 0.00312672 0.00106782 0.00332502 0.00073685 0.00175847 0.000933686 0.000752887 0.00222079 0.000895547 0.000872558 0.00070682 0.000505773 0.000735598 0.000654277 0.000659294 0.000571928 0.000448808 0.000860741 0.00113498 0.000683948 0.00161332 0.00300391 0.00148555
threshold=0.23631000000000002 -0.22562499999999999 0.12757000000000002 -0.04917499999999999 -0.043074999999999995 -0.53960999999999981 0.089740000000000014 -0.085784999999999986 0.13775000000000001 -0.089544999999999986 0.11006000000000002 0.085540000000000019 0.095175000000000023 -1.0000000180025095e-35 0.10263500000000002 0.50628500000000021 0.41553500000000004 0.120215 -0.41094499999999995 0.11787500000000002 -0.087854999999999989 0.10809000000000001 0.10276 0.090795000000000015 -0.095049999999999982 0.086420000000000011 -0.027559999999999998 -0.052894999999999991 0.0036400000000000004 0.0050100000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 -6 10 -10 13 12 -12 14 -7 16 17 18 -15 20 -20 22 23 26 -25 -26 27 -22 29 -29
right_child=-2 2 3 -5 5 8 -8 -9 9 -11 11 -13 -14 15 -16 -17 -18 -19 19 -21 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0005615260421764106 -0.0003719006151305107 0.00051411381327153114 0.00016690713491698264 -0.00069150709821241764 0.00077270866138860587 0.00017436410321352015 0.00094888282674846468 -0.00084147727349773063 0.00049744172545615592 -0.0012037331544518196 -0.00041490964630308254 0.00092241647332135977 0.0004219083895804943 0.00038716544695489575 -0.0010981642873957754 0.00047516321059307441 -0.00066555063298437747 0.00048843490537898288 0.00054850850248753678 -0.00053207781187396633 2.6482417388251635e-05 -0.00058385397860547526 0.00041263960338255856 -0.00020874488808933462 -0.00012206516893846648 0.00059448413854018643 -5.3669683824040314e-07 -1.4681054484466777e-05 -0.0013184681426380474 -0.00096291602705605344
leaf_weight=25 23 26 32 31 20 32 29 30 20 27 30 29 24 32 24 39 20 29 21 27 208 20 32 43 35 60 2009 95 29 20
leaf_count=25 23 26 32 31 20 32 29 30 20 27 30 29 24 32 24 39 20 29 21 27 208 20 32 43 35 60 2009 95 29 20
internal_value=0 2.76104e-06 -1.78472e-06 -0.000255487 3.52533e-06 -9.23499e-07 0.000224398 -0.000195803 -7.05101e-06 -0.000479829 7.23856e-07 0.00029432 -4.29905e-05 -8.05759e-06 -0.000371005 -5.82389e-07 -7.50555e-06 -2.55785e-06 -7.96978e-06 -1.28349e-05 -7.38401e-06 -1.19602e-05 -7.44104e-06 -1.28202e-05 0.000162469 0.000330492 -2.30659e-05 -0.000151648 -0.000408949 -0.000179591
internal_weight=0 3098 3073 63 3010 2984 79 50 2905 47 2858 83 54 2775 56 2719 2680 2660 2631 2599 2572 2551 2531 2499 138 95 2361 352 144 115
internal_count=3121 3098 3073 63 3010 2984 79 50 2905 47 2858 83 54 2775 56 2719 2680 2660 2631 2599 2572 2551 2531 2499 138 95 2361 352 144 115
is_linear=0
shrinkage=0.1


Tree=1809
num_leaves=31
num_cat=0
split_feature=402 401 1213 401 1212 1212 1212 1212 52 1209 1209 0 0 0 1211 0 0 12 12 0 2 2 0 4 403 1212 51 16 4 15
split_gain=0.000388869 0.000388949 0.000842835 0.000561007 0.000512075 0.00100172 0.00116595 0.00161326 0.000854029 0.000583954 0.000510672 0.000485386 0.00256223 0.00152252 0.00148665 0.00143285 0.0037203 0.00109899 0.00197462 0.00106604 0.000987993 0.0024157 0.00237269 0.0018456 0.00169104 0.00362122 0.00177663 0.00173335 0.00444026 0.00372095
threshold=0.31278000000000006 0.11602000000000001 -0.084954999999999989 0.11135000000000002 -0.14780999999999997 -0.089079999999999979 -0.082209999999999991 -0.064959999999999976 0.085815000000000016 -0.084519999999999984 -0.065739999999999979 -0.085754999999999984 -0.085939999999999989 -0.085544999999999982 0.09993500000000001 -0.086409999999999987 -0.086834999999999982 0.12302 0.11351500000000002 -0.087319999999999995 0.08647500000000001 0.086950000000000013 -0.23001499999999997 -0.080744999999999997 -0.021474999999999998 0.041590000000000009 0.10736500000000002 -0.072804999999999981 0.16173500000000005 -0.091964999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 -6 -7 -8 -1 -9 -11 12 14 -13 15 16 17 18 19 20 22 -22 -12 -23 25 -24 27 28 29 -26
right_child=-2 2 -4 -5 5 6 7 9 -10 10 11 13 -14 -15 -16 -17 -18 -19 -20 -21 21 23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=7.950073340907694e-05 0.00042887028539553287 6.9050325619173238e-05 -0.00062563756816797975 0.0005175847920500452 0.00050763068937111457 -0.00074498805195270551 0.00089785482967272398 -0.00047515849000774325 -0.00076485014116928066 0.00049222540110349655 0.001173297394416295 0.0008231620421914462 -0.0010741120432309495 2.0795797772689692e-05 -0.00086407628398211221 0.00060587712072851399 -0.0011152381028589461 0.00066500006917825276 -0.0010035169742332072 0.00056785883007250961 -0.001018145931151661 -0.00073668206878701808 -0.0011689359200141964 -8.3120061358964202e-06 0.001992732391227037 0.00046721023827558386 -0.0007337035217677199 -6.1319470253276789e-05 -0.00017145814730726657 0.00050449420398633398
leaf_weight=25 21 40 31 21 39 21 20 26 23 21 20 24 24 1618 21 36 31 24 20 32 27 37 31 582 24 24 21 118 63 56
leaf_count=25 21 40 31 21 39 21 20 26 23 21 20 24 24 1618 21 36 31 24 20 32 27 37 31 582 24 24 21 118 63 56
internal_value=0 -2.90525e-06 -0.000234264 2.51782e-06 -1.07806e-06 4.17609e-06 -2.54583e-06 2.83048e-06 -0.000325084 -3.38497e-06 9.12896e-07 -2.72902e-06 -5.13307e-05 3.25234e-05 -3.02966e-05 -1.50179e-05 -3.5155e-05 -4.12393e-06 -1.93457e-05 -3.27907e-07 -1.84555e-05 -9.22365e-05 0.000115053 -5.18495e-05 5.22491e-05 -0.000454981 0.000151177 0.000222374 0.000456471 0.000950966
internal_weight=0 3100 71 3029 3008 2960 2921 2900 48 2880 2854 2833 1191 1642 1167 1146 1110 1079 1055 1035 1003 646 357 619 337 55 282 261 143 80
internal_count=3121 3100 71 3029 3008 2960 2921 2900 48 2880 2854 2833 1191 1642 1167 1146 1110 1079 1055 1035 1003 646 357 619 337 55 282 261 143 80
is_linear=0
shrinkage=0.1


Tree=1810
num_leaves=31
num_cat=0
split_feature=1209 130 40 12 4 148 4 457 1374 457 457 1375 15 49 457 16 1 2 49 456 1 1 1455 0 1 42 42 481 401 2
split_gain=0.000391779 0.000343024 0.000632931 0.000351932 0.000880064 0.000622394 0.00146131 0.000545955 0.000656275 0.000572381 0.000672885 0.000478673 0.000430786 0.000828163 0.000461817 0.000580275 0.00117367 0.00160516 0.000641033 0.000483236 0.000476785 0.00248282 0.00133575 0.00148251 0.00122949 0.00112971 0.00462736 0.00294456 0.0029808 0.00239942
threshold=-0.14444499999999996 -0.22699999999999995 -0.23755499999999996 0.12757000000000002 0.022185000000000003 0.085390000000000008 -0.0070899999999999991 0.31508000000000008 -0.096434999999999979 0.11612500000000002 0.097575000000000009 -0.082704999999999987 0.19724500000000003 -0.18481499999999998 0.091945000000000013 -0.51370499999999997 0.10984500000000001 0.096325000000000008 -0.0072499999999999986 0.091580000000000009 0.090405000000000013 0.090840000000000018 0.10861000000000001 -0.23001499999999997 0.089175000000000018 0.089015000000000025 0.089625000000000024 -0.086219999999999977 0.10076500000000001 0.086000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 7 -7 8 -4 10 11 -10 13 -13 15 16 17 -15 -18 20 22 -22 23 -17 25 -25 -27 -28 29 -29
right_child=1 2 3 4 -6 6 -8 -9 9 -11 -12 12 -14 14 -16 19 18 -19 -20 -21 21 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.00044117361831013118 -0.00036454436127454615 0.00050132575328461822 -0.00052090039049896111 6.2951908330433073e-05 -0.00072894393992812743 -0.0002067395293297956 0.00097297395214333111 -0.00042201614827894033 0.00035259859899106701 0.00047127119782649411 -0.00049690914392057394 -0.00062918438786818166 0.00045105030904302288 -8.0128708102095584e-05 0.00036745583953127022 0.0008579171578524191 -0.00025856725511733781 -0.0010725261510482855 0.00046276422882718707 0.00037022647112381593 -0.0011090947331963848 -3.2464162050052386e-05 -0.0006540005748027918 -2.9629585297079761e-05 0.00051521976230444627 0.0014284659418518897 -0.0010235844929095195 0.0010068273152117743 -0.00067650732432808492 0.00014655324612943661
leaf_weight=20 26 25 24 36 23 21 21 31 39 26 27 21 21 39 34 22 22 28 28 36 22 812 28 1250 51 27 23 37 39 262
leaf_count=20 26 25 24 36 23 21 21 31 39 26 27 21 21 39 34 22 22 28 28 36 22 812 28 1250 51 27 23 37 39 262
internal_value=0 -2.84536e-06 2.12905e-07 -3.89458e-06 -0.000245753 8.76289e-07 0.000383117 -4.56763e-06 -1.32776e-07 4.18596e-06 -4.84248e-08 4.67359e-06 -1.69051e-07 -3.57632e-06 1.18374e-06 -3.38458e-06 -0.000221255 -0.000494862 0.000145378 6.38577e-06 1.29511e-06 -6.08645e-05 3.1106e-05 4.23175e-05 3.1694e-05 1.66392e-05 0.000165701 7.12558e-05 0.000145757 0.000253009
internal_weight=0 3101 3075 3050 59 2991 42 2949 2918 2894 2868 2841 2802 2781 2760 2726 117 67 50 2609 2573 834 1739 1711 1689 1638 388 361 338 299
internal_count=3121 3101 3075 3050 59 2991 42 2949 2918 2894 2868 2841 2802 2781 2760 2726 117 67 50 2609 2573 834 1739 1711 1689 1638 388 361 338 299
is_linear=0
shrinkage=0.1


Tree=1811
num_leaves=31
num_cat=0
split_feature=45 12 130 43 11 1 1 1 1 44 0 4 4 475 4 52 1 42 475 472 475 402 402 1212 1211 1212 2 1213 2 132
split_gain=0.000376951 0.00037078 0.000689878 0.000401774 0.000559749 0.000562433 0.000744983 0.000625309 0.000905579 0.000616241 0.000601403 0.000609066 0.00123389 0.000643794 0.00229429 0.00141821 0.00114601 0.00273397 0.000963972 0.000930125 0.000824389 0.000537584 0.000754422 0.000626564 0.00100863 0.00103393 0.000709994 0.00361958 0.00489128 0.00254212
threshold=-1.0000000180025095e-35 0.23631000000000002 -0.22562499999999999 -0.15879999999999997 -0.011194999999999998 0.15618500000000002 0.14754500000000001 0.14262000000000002 0.13968000000000003 0.10049500000000001 -0.26609999999999995 -0.52556499999999995 -0.50940999999999981 -0.10664 -0.49405499999999997 -0.56022499999999986 0.10234000000000001 0.083995000000000014 0.10142500000000002 -0.085844999999999991 0.062280000000000009 0.27918000000000004 0.13775000000000001 0.13713500000000003 0.11986000000000001 0.11930500000000001 0.083865000000000009 0.04198000000000001 0.083585000000000007 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 9 10 -6 -12 -13 16 15 -15 17 -14 19 -16 21 22 23 24 25 26 27 28 29 -21
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11 11 12 13 14 18 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00040334107394775622 0.00052915718499571085 -0.00039702046703061334 -0.00013567848521841682 0.00053846006048843267 0.00054366300159710505 -0.00049608843930234959 0.00056626644002714488 -0.00047217895927907975 0.00068186712509486823 -0.00054653755680192265 0.0003889210036460299 -0.00061667438603763003 -0.0013253986854882291 0.0001844931277446449 0.00069021822651848207 0.0013611168449278923 0.00026426329161040486 0.0001840078456249709 -0.00056888716865395161 0.00076390573310411794 0.00061490129284555396 0.0004709462795290165 -0.00055116338476727839 0.00049903732090024282 -0.00063603989407420164 0.00071844603371573612 3.1085632216751523e-05 0.00096296286886377687 -0.0015752868547165039 -0.00013887618574675469
leaf_weight=23 25 23 199 20 21 22 24 27 20 20 41 32 24 21 20 20 25 24 29 33 22 24 25 25 25 20 1664 31 23 569
leaf_count=23 25 23 199 20 21 22 24 27 20 20 41 32 24 21 20 20 25 24 29 33 22 24 25 25 25 20 1664 31 23 569
internal_value=0 2.99447e-06 5.98646e-06 1.69817e-06 1.12871e-05 7.56278e-06 1.15074e-05 6.72667e-06 1.1415e-05 6.51763e-06 1.05872e-05 6.43645e-06 5.32133e-07 8.05904e-06 1.64382e-05 0.000758456 -0.000284751 -0.000570695 4.31754e-06 1.10176e-05 5.49793e-06 1.05175e-09 -4.67915e-06 1.03721e-06 -4.22706e-06 2.52308e-06 -3.64867e-06 -9.17552e-05 -0.000144069 -8.93881e-05
internal_weight=0 3098 3075 3050 2851 2831 2809 2785 2758 2738 2718 2697 2656 2624 2551 41 73 48 2510 2481 2461 2439 2415 2390 2365 2340 2320 656 625 602
internal_count=3121 3098 3075 3050 2851 2831 2809 2785 2758 2738 2718 2697 2656 2624 2551 41 73 48 2510 2481 2461 2439 2415 2390 2365 2340 2320 656 625 602
is_linear=0
shrinkage=0.1


Tree=1812
num_leaves=31
num_cat=0
split_feature=130 40 376 40 39 123 9 33 43 52 14 2 9 4 15 13 1 0 16 1208 403 402 1210 132 0 1186 1204 0 51 4
split_gain=0.000359549 0.000557139 0.000350185 0.000775846 0.000750045 0.00073972 0.000731735 0.000642252 0.000633756 0.000574708 0.000465563 0.0015961 0.00127871 0.00231283 0.000843035 0.000663356 0.000539091 0.00290844 0.00217077 0.00145642 0.0020963 0.00145037 0.00196098 0.00114471 0.0088117 0.00450273 0.00187136 0.00110832 0.00120135 0.00109059
threshold=-0.22699999999999995 -0.23755499999999996 0.080200000000000007 -0.083564999999999987 0.093225000000000016 0.083805000000000004 -0.085744999999999988 -0.009184999999999997 -0.084999999999999978 -0.082554999999999976 0.078235000000000013 0.082850000000000021 0.088235000000000022 0.49041500000000005 1.0000000180025095e-35 0.27266500000000005 0.081315000000000012 -0.13455999999999999 -0.42170999999999997 0.10233500000000001 -0.45015499999999992 0.2506000000000001 -0.14175499999999996 -0.083284999999999984 -0.082284999999999983 0.049580000000000006 -0.064464999999999981 -0.26609999999999995 -0.17684999999999998 -0.078809999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 -7 -5 -8 -10 12 -12 15 -14 -13 16 17 18 -9 20 -18 22 -19 24 -22 26 -25 -28 -29 -30
right_child=1 2 5 7 -6 6 8 10 9 -11 11 14 13 -15 -16 -17 19 21 -20 -21 23 -23 -24 25 -26 -27 27 28 29 -31
leaf_value=-0.00037031899936174832 0.00047327633481472733 -0.00081965680475822543 0.0006318097173999167 -0.00055296582799027898 -2.0516415133897681e-05 -0.00047822613586586988 0.00062037173901563101 0.00012847083213273435 -0.00032415074771658206 0.00021658525292878039 -0.00089947372721508158 -0.00045456250941026071 0.0012459011854725364 -0.00013073480295133777 0.00033492862605367252 -0.0004599311019128729 -0.00098880878964943491 -0.00095066632188501817 0.0015841771464606394 0.00075722765349465516 -0.00074545905367342819 0.00082676634615795174 2.2443695944938758e-05 0.00092244843195658181 0.0018755511006178416 -0.0014504211563768838 -0.00071197748836129913 0.00036746292321100448 -0.00025854078794105184 -2.8469797741640234e-06
leaf_weight=26 25 23 26 21 24 22 23 20 30 57 25 21 23 26 38 31 24 21 21 22 29 22 1492 20 23 23 25 68 225 645
leaf_count=26 25 23 26 21 24 22 23 20 30 57 25 21 23 26 38 31 24 21 21 22 29 22 1492 20 23 23 25 68 225 645
internal_value=0 3.11092e-06 -7.17793e-07 -8.58485e-06 -0.000411585 0.000144275 4.82455e-05 -1.97368e-06 0.00015354 3.01246e-05 2.09483e-06 -0.000229826 9.15328e-06 0.000515441 5.39233e-05 2.37489e-09 5.3225e-06 4.28604e-05 0.000874077 -4.82642e-05 -6.46421e-05 2.06585e-05 8.93721e-06 -4.3678e-05 0.000413834 -6.73267e-05 -3.49654e-05 -5.48494e-05 -3.73353e-05 -6.89747e-05
internal_weight=0 3095 3070 2912 47 158 132 2865 110 87 2844 84 2760 49 59 2711 2680 1576 41 1104 1082 1535 1513 1058 52 1006 983 963 938 870
internal_count=3121 3095 3070 2912 47 158 132 2865 110 87 2844 84 2760 49 59 2711 2680 1576 41 1104 1082 1535 1513 1058 52 1006 983 963 938 870
is_linear=0
shrinkage=0.1


Tree=1813
num_leaves=31
num_cat=0
split_feature=33 9 0 34 9 1 121 42 12 130 0 128 47 1 13 43 52 52 42 16 52 4 4 4 403 4 12 159 1452 52
split_gain=0.000353818 0.000618259 0.00123103 0.000557688 0.000558503 0.00100879 0.00139432 0.000549528 0.00167182 0.00238225 0.00115525 0.000548949 0.000598489 0.00106115 0.000450164 0.000657407 0.000555441 0.00172327 0.00434987 0.00428761 0.00179452 0.00141587 0.00455453 0.0020478 0.00408462 0.00342454 0.00202623 0.00176283 0.00129114 0.00126838
threshold=-0.044254999999999996 0.091905000000000014 -0.0058249999999999994 -0.097449999999999981 -0.090799999999999978 0.16540500000000002 -0.094339999999999993 -0.14609499999999997 0.092755000000000018 0.088310000000000013 -0.084889999999999979 0.099470000000000017 0.10323000000000002 0.094385000000000011 0.27020000000000005 -0.50216499999999986 0.091275000000000009 0.10160000000000001 -0.050249999999999996 -0.080509999999999984 0.092965000000000006 -0.082769999999999982 -0.081114999999999979 -0.072334999999999997 -0.079154999999999989 -0.069999999999999993 0.090020000000000017 -0.016814999999999997 0.10052000000000001 0.088185000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 9 10 -8 14 13 -13 15 -9 29 18 -18 20 -20 26 -23 24 -24 -25 27 -19 -27 -17
right_child=1 2 -4 4 5 -7 7 11 -10 -11 -12 12 -14 -15 -16 16 17 21 19 -21 -22 22 23 25 -26 28 -28 -29 -30 -31
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leaf_weight=22 20 28 25 29 21 20 23 33 28 37 29 39 21 22 20 1990 24 22 20 29 26 20 20 25 34 343 20 28 23 80
leaf_count=22 20 28 25 29 21 20 23 33 28 37 29 39 21 22 20 1990 24 22 20 29 26 20 20 25 34 343 20 28 23 80
internal_value=0 -2.8369e-06 -0.000341448 3.05489e-06 -4.23761e-07 3.80228e-06 -9.53079e-07 4.81524e-06 0.000217205 5.17983e-06 0.000441593 -3.93768e-06 -0.000258911 -0.000417424 3.64586e-06 7.10003e-06 1.68585e-06 -8.02089e-05 -0.000463467 -0.000838436 -0.000238097 -9.28819e-06 -7.24069e-05 -6.0585e-06 0.000571179 -8.57793e-05 0.00041 6.97287e-05 -8.43251e-06 2.67686e-05
internal_weight=0 3099 53 3046 3026 2997 2977 2956 117 89 52 2839 82 61 2757 2737 2704 634 99 75 46 535 465 445 54 391 70 50 366 2070
internal_count=3121 3099 53 3046 3026 2997 2977 2956 117 89 52 2839 82 61 2757 2737 2704 634 99 75 46 535 465 445 54 391 70 50 366 2070
is_linear=0
shrinkage=0.1


Tree=1814
num_leaves=31
num_cat=0
split_feature=106 34 34 52 1 10 15 15 45 2 48 16 132 1203 1185 2 4 1213 3 15 42 129 2 0 2 12 133 42 133 15
split_gain=0.000333902 0.000617337 0.00153157 0.000554686 0.000530534 0.000473393 0.00229393 0.00257849 0.000414074 0.000606316 0.000918016 0.000697637 0.000380067 0.00135798 0.000805568 0.000747202 0.00146985 0.00107696 0.00101563 0.000646038 0.00124424 0.000427953 0.00164646 0.000884022 0.000919032 0.000827756 0.00172337 0.0018364 0.0011042 0.00205131
threshold=0.085275000000000004 -0.081364999999999993 -1.0000000180025095e-35 0.048770000000000008 0.10708500000000001 -0.010699999999999999 -0.098289999999999975 -0.040804999999999994 0.094030000000000016 0.15609500000000001 0.15068000000000001 0.029300000000000003 -0.083449999999999983 0.089005000000000015 -0.083264999999999992 0.088665000000000008 -0.00059999999999999995 0.0065300000000000002 -0.073309999999999986 0.084655000000000022 -0.015274999999999999 0.083780000000000007 0.083715000000000026 -0.067094999999999988 0.11067500000000001 0.089210000000000025 -0.085499999999999979 -0.14803999999999998 0.091935000000000003 0.087065000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 -1 6 -4 -8 9 10 12 -11 13 15 -14 16 19 18 -17 20 -7 -16 -23 24 25 26 -24 -28 29 -27
right_child=3 2 5 -5 -6 8 7 -9 -10 11 -12 -13 14 -15 21 17 -18 -19 -20 -21 -22 22 23 -25 -26 28 27 -29 -30 -31
leaf_value=-0.00075857039541006089 0.00045520828399532598 0.00075047559050829115 -0.00091008791745069535 -0.00019253402871981964 -3.8916290421704099e-05 0.0008047919992047051 0.00097106722942870969 -0.00059778026261483321 -0.00034167548674823986 0.00080885997042059912 -0.00067625693976879119 -1.6383648229142031e-05 0.00059072416479466483 -0.00083372096099386308 -4.3832772315145244e-06 -0.00046343482300189556 -0.00088436544220894591 0.0007852527598681098 0.00033681348269705533 -0.00033919090610652348 -0.00027133974892256611 0.00075919794411068631 -0.0010089687405343284 0.00050974042364941856 -0.00068247832809685777 0.0012484783338467505 -0.0006668561961435315 0.00051600460328959995 -0.00029625325079541656 -1.4109141287213613e-05
leaf_weight=20 39 27 31 20 21 21 22 20 35 20 20 21 24 24 2348 29 25 22 35 32 22 36 20 32 21 22 21 35 25 31
leaf_count=20 39 27 31 20 21 21 22 20 35 20 20 21 24 24 2348 29 25 22 35 32 22 36 20 32 21 22 21 35 25 31
internal_value=0 -4.54031e-06 6.90572e-07 0.000235635 -0.000389967 -6.07102e-06 -0.000257601 0.000223997 2.15073e-07 4.36136e-06 -1.14104e-06 0.000386174 3.63854e-06 -0.000125795 1.40328e-05 -3.44498e-05 -0.000220321 0.000181679 -2.5799e-05 1.02731e-06 0.000254213 8.69103e-06 0.000135022 2.64699e-05 -6.18996e-05 2.27248e-05 -0.000212147 7.24318e-05 0.000251574 0.000509984
internal_weight=0 3062 3021 59 41 2994 73 42 2921 2886 2845 41 2825 210 2615 186 100 86 64 75 43 2591 243 207 175 154 76 56 78 53
internal_count=3121 3062 3021 59 41 2994 73 42 2921 2886 2845 41 2825 210 2615 186 100 86 64 75 43 2591 243 207 175 154 76 56 78 53
is_linear=0
shrinkage=0.1


Tree=1815
num_leaves=31
num_cat=0
split_feature=45 40 120 33 9 3 15 15 132 12 1186 1447 1456 401 402 1447 1455 484 15 52 403 4 4 52 1209 131 4 479 16 0
split_gain=0.000312706 0.000303694 0.000767577 0.000496783 0.000348341 0.00160176 0.000322946 0.00254037 0.00210768 0.00840662 0.00754204 0.00166966 0.00334125 0.00130681 0.0028129 0.0012108 0.00188472 0.00123407 0.00118492 0.0019679 0.0011719 0.00111387 0.00416759 0.00186932 0.00134091 0.00125647 0.00213691 0.00138498 0.00120019 0.00159941
threshold=-1.0000000180025095e-35 -0.24290999999999999 0.091385000000000008 -0.012019999999999998 0.091600000000000015 -0.012304999999999998 0.087575000000000014 0.087260000000000018 -0.083284999999999984 0.091840000000000019 0.049580000000000006 -0.085709999999999995 0.089050000000000004 0.11444000000000001 0.10874500000000002 -0.082824999999999982 -0.065979999999999983 0.056480000000000009 0.085935000000000025 0.088005000000000014 -0.085994999999999988 -0.081984999999999988 -0.080924999999999983 0.092965000000000006 -0.074484999999999982 0.08956500000000002 -0.064054999999999987 0.086465000000000014 -0.080509999999999984 -0.079119999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 13 9 -8 11 -10 15 14 18 -13 -17 21 -5 20 -20 23 -23 28 -24 27 -27 -26 -18 -30
right_child=1 2 -4 4 5 -7 8 -9 10 -11 -12 12 -14 -15 -16 16 17 -19 19 -21 -22 22 24 -25 25 26 -28 -29 29 -31
leaf_value=-0.00036736538775427186 -0.00033760324362307214 -0.00042596011038835131 0.00055745202495018022 -1.57541747684068e-05 -0.00029231488037824064 0.00091564092103258842 -0.00074052025752496863 -0.0010641281508192745 0.00074573338597214655 0.0019991717859132526 -0.00180785773687107 0.00081301885657012471 -0.0010320417381340771 0.00065915985604956878 -0.00086937816928471686 -0.00079244477394968278 -0.00059977833470502111 0.00078156290018523578 0.00055800457041533223 0.0010526306361758285 -0.00043802821504262588 0.0011394287581328842 -0.00062363475902072558 -0.0010604523528378368 0.00011068743888481314 0.00027028954112514236 -0.0010785864949233973 0.00096944159071426844 0.0007302441324422797 -0.00019907746596879367
leaf_weight=23 26 27 25 2042 23 21 21 23 35 24 22 22 28 29 38 25 27 25 21 28 27 38 28 21 308 24 23 20 31 46
leaf_count=23 26 27 25 2042 23 21 21 23 35 24 22 22 28 29 38 25 27 25 21 28 27 38 28 21 308 24 23 20 31 46
internal_value=0 2.72738e-06 5.60778e-06 1.08002e-06 4.89792e-06 0.000284209 7.68317e-07 -1.86597e-05 5.6624e-05 0.000720649 1.52946e-05 7.2512e-05 3.71325e-05 -7.65481e-06 -1.6624e-05 8.40555e-05 5.80211e-05 9.39968e-05 -1.32438e-06 0.000386381 -2.26387e-06 6.36273e-05 0.000138314 -0.000199868 4.39163e-05 9.37601e-05 -0.000389799 0.00016305 -2.60963e-05 0.000175065
internal_weight=0 3098 3072 3047 3020 44 2976 2208 768 45 723 701 666 2185 2156 638 616 591 2118 76 48 566 441 125 403 375 47 328 104 77
internal_count=3121 3098 3072 3047 3020 44 2976 2208 768 45 723 701 666 2185 2156 638 616 591 2118 76 48 566 441 125 403 375 47 328 104 77
is_linear=0
shrinkage=0.1


Tree=1816
num_leaves=31
num_cat=0
split_feature=33 9 3 34 9 1 121 50 50 474 0 4 1456 1456 15 403 42 1456 11 155 11 43 16 16 2 3 13 3 16 457
split_gain=0.000353212 0.000502348 0.00123354 0.000474637 0.000482157 0.000813219 0.00112857 0.000539271 0.00195259 0.000902946 0.000699439 0.000820817 0.00062654 0.000895229 0.00269078 0.00223169 0.000864347 0.00060245 0.000486123 0.002057 0.00147689 0.00082835 0.000610768 0.00155915 0.000931172 0.000692219 0.00237864 0.00136975 0.00364234 0.002516
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 -0.097449999999999981 -0.090799999999999978 0.16540500000000002 -0.094339999999999993 -0.099524999999999988 -0.24386999999999998 -0.45463999999999999 -0.067094999999999988 0.057560000000000007 0.10959500000000001 0.091180000000000011 -0.013104999999999999 -0.56738999999999995 0.087505000000000013 0.088020000000000001 0.090070000000000025 0.11332500000000002 0.086080000000000018 -0.53814999999999991 -0.5435399999999998 -0.5335399999999999 0.10774000000000002 0.0068900000000000012 -0.14179999999999995 0.088060000000000013 -0.011989999999999999 0.31508000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 10 -9 11 -8 13 15 -15 -11 -14 18 20 -20 21 -17 24 -24 -23 26 -25 28 -27 -29
right_child=1 2 -4 4 5 -7 7 9 -10 12 -12 -13 16 14 -16 17 -18 -19 19 -21 -22 22 23 25 -26 27 -28 29 -30 -31
leaf_value=0.00039927313839805057 0.00048802773540955973 0.00028747144297951659 -0.00069887476681742557 -0.00040652560680333916 -0.00073156973812729122 0.00063872191414702682 0.00011122479865496811 -0.00064252781290137636 0.00094254425306904274 -0.00096096785661454001 0.00026683898481895174 -0.00077393461251631381 4.0423355918998527e-05 -0.00022558123331422125 0.0012836918293032797 0.00061653232921592225 -0.00083806318524737094 0.00052876474358278999 -0.00014899804877264926 0.0010325504568122004 -0.00063941608281715577 3.0413292552111671e-05 -0.00074917592038608368 -0.00082536692352732646 0.0008734026396996341 -1.3996946654515342e-05 -5.6168209243545081e-06 0.00013002041408071818 0.0016691347036976369 -0.0010355868306214688
leaf_weight=22 20 21 32 29 21 20 22 22 28 24 42 20 24 27 21 22 21 22 41 23 36 38 28 36 20 36 2113 250 20 20
leaf_count=22 20 21 32 29 21 20 22 22 28 24 42 20 24 27 21 22 21 22 41 23 36 38 28 36 20 36 2113 250 20 20
internal_value=0 -2.83446e-06 -0.000308058 2.47639e-06 -7.32803e-07 3.19379e-06 -1.0758e-06 4.11377e-06 0.000219346 -4.36231e-06 -2.17203e-05 -0.00031028 6.12753e-07 6.61086e-06 0.000434726 -9.19194e-07 -0.000369537 7.5988e-06 3.32535e-06 0.000275621 -3.32868e-06 5.53665e-06 2.87954e-07 -7.14595e-06 0.000321099 1.24873e-06 -1.93493e-05 0.000137031 0.000587121 4.36791e-05
internal_weight=0 3099 53 3046 3026 2997 2977 2956 112 2844 84 42 2822 2777 48 2729 45 2705 2683 64 2619 2583 2561 2503 58 2475 2149 326 56 270
internal_count=3121 3099 53 3046 3026 2997 2977 2956 112 2844 84 42 2822 2777 48 2729 45 2705 2683 64 2619 2583 2561 2503 58 2475 2149 326 56 270
is_linear=0
shrinkage=0.1


Tree=1817
num_leaves=31
num_cat=0
split_feature=1185 12 12 2 129 390 402 402 403 133 4 133 1208 403 403 131 131 130 394 1186 132 15 0 0 133 394 42 48 33 129
split_gain=0.000335692 0.000886613 0.0010486 0.000651526 0.00054816 0.000712414 0.000468885 0.000671481 0.00185777 0.000621428 0.00186685 0.00113136 0.00104087 0.00145276 0.00131039 0.000528496 0.000874818 0.000565585 0.000958228 0.00103355 0.000853069 0.00176949 0.000938774 0.001226 0.000869194 0.000744297 0.000664547 0.000628085 0.0004832 0.000479887
threshold=1.0000000180025095e-35 0.086505000000000012 0.087765000000000024 0.085625000000000021 -0.084544999999999981 0.087590000000000015 -0.52461999999999986 -0.45454999999999995 -0.071919999999999984 0.41553500000000004 -0.07168999999999999 0.40945500000000007 0.10480500000000002 -0.53960999999999981 -0.52641999999999989 0.13052000000000002 0.11767000000000001 0.12303500000000002 -0.088469999999999979 0.068350000000000008 -0.083174999999999985 0.090750000000000011 -0.073309999999999986 -0.082084999999999977 -0.047229999999999987 0.090335000000000013 -0.065479999999999997 0.086035000000000014 -0.044254999999999996 0.083780000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 -6 8 -8 11 -11 12 13 -9 -15 16 17 18 -16 20 21 22 23 24 27 28 -19 -20 -22 -30
right_child=1 2 3 -5 5 -7 7 9 -10 10 -12 -13 -14 14 15 -17 -18 26 19 -21 25 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00048169942068246503 -0.00034746170873088135 0.00093860761050812219 -0.00027713830318332286 0.00047555328296173529 -0.0004894147903542035 0.00047502473293383032 0.0010799906094602887 0.00061895615496748203 -0.00013046627391304357 -0.00081341848579338869 0.00018520635904935309 0.00057960437129209326 -0.00063913594797038696 -0.00079877473236549467 -0.00070214656487223694 -0.00049392044840549884 0.0006411134304168324 -5.084558746602852e-05 0.00026436958741680609 0.00051744320182872281 0.00047185436927802159 -0.0010957800652942665 -0.0007404527272592532 0.0006210909457877279 -0.00063273502164520325 0.0005658775423754654 0.0007545889455026814 -0.00041917570473742671 -2.1435910910624667e-05 0.00016632045637944147
leaf_weight=24 23 22 23 23 20 31 21 37 32 36 39 33 26 21 20 22 21 20 41 37 21 21 20 25 28 23 21 20 2225 145
leaf_count=24 23 22 23 23 20 31 21 37 32 36 39 33 26 21 20 22 21 20 41 37 21 21 20 25 28 23 21 20 2225 145
internal_value=0 0.000189245 0.000370778 9.92075e-05 -5.68359e-06 -1.88307e-06 -6.85253e-06 -3.58646e-06 0.000349149 -1.00286e-05 -0.000294134 -2.49128e-06 -9.36642e-06 -3.45096e-06 -1.18834e-05 -5.78574e-06 -1.79059e-06 -6.85283e-06 -1.2607e-05 -7.31505e-06 -1.48729e-05 -0.000242285 -0.000108528 2.33625e-06 -0.000171471 -2.71048e-07 0.000361694 4.02564e-05 -5.71706e-06 -9.94871e-06
internal_weight=0 91 68 46 3030 3006 2975 2955 53 2902 75 2827 2794 2768 2731 2710 2688 2667 2626 2606 2569 155 134 114 89 2414 41 61 2391 2370
internal_count=3121 91 68 46 3030 3006 2975 2955 53 2902 75 2827 2794 2768 2731 2710 2688 2667 2626 2606 2569 155 134 114 89 2414 41 61 2391 2370
is_linear=0
shrinkage=0.1


Tree=1818
num_leaves=31
num_cat=0
split_feature=393 390 43 394 12 52 43 1186 130 130 3 39 367 1 13 42 15 3 3 403 151 13 2 2 1 130 12 12 52 52
split_gain=0.000322065 0.000413533 0.00110337 0.000403855 0.000897945 0.00128423 0.00138064 0.00143126 0.00102143 0.00184209 0.000551278 0.000446945 0.00110764 0.000826921 0.00056589 0.00212606 0.000565195 0.000460652 0.00124865 0.00130463 0.000858478 0.000970052 0.00406095 0.00128219 0.00237827 0.0018809 0.00155608 0.00223781 0.0019414 0.00143282
threshold=0.13251500000000002 0.088485000000000008 -0.0065949999999999993 -0.0060099999999999989 0.092755000000000018 0.086275000000000004 -0.0082299999999999995 -0.084204999999999988 -0.005069999999999999 -0.067864999999999995 -0.087909999999999988 -0.020804999999999994 -0.0098099999999999975 0.16540500000000002 0.24813000000000004 -0.11466499999999999 -0.5556049999999999 -0.094299999999999981 -0.096099999999999977 0.084620000000000015 -0.093064999999999981 0.11217000000000001 0.089605000000000018 0.10774000000000002 0.107145 0.091705000000000023 0.089085000000000011 0.080890000000000017 -0.012859999999999998 0.084505000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 8 7 -7 9 10 -1 12 -5 14 16 -16 -13 18 19 20 -18 23 -23 25 -25 26 27 -22 -28 -29
right_child=-2 2 -4 11 -6 6 -8 -9 -10 -11 -12 13 -14 -15 15 -17 17 -19 -20 -21 21 22 -24 24 -26 -27 28 29 -30 -31
leaf_value=-0.00042589935034357038 0.00038126256020570349 0.00016170399992362314 -0.00085388092789798978 0.00021631473093293606 0.00063373381769539971 0.00017213914792851679 -0.00023325518377532718 0.0013541627392260126 0.00046025904566271322 -0.0010008680987758218 0.00022272405629720246 0.00039259125118810013 -0.00080123414012158052 0.00056946103088557725 0.00017452505445562122 -0.00094425810484922144 -0.00046127792184388791 -2.4848686464751464e-05 0.00064267541558758637 -0.00064942873118875122 0.00061395190769589734 -0.00037147804234890553 0.0015289211380149937 -0.00087256923166883962 0.00020968782736518834 0.0010840004792303912 2.2921341409197672e-05 -0.00018151266208471921 0.00095976991185641564 -0.001142794709012378
leaf_weight=20 22 23 20 20 31 21 22 20 21 27 38 36 23 25 41 29 27 2234 37 26 29 23 22 37 45 21 55 69 37 20
leaf_count=20 22 23 20 20 31 21 22 20 21 27 38 36 23 25 41 29 27 2234 37 26 29 23 22 37 45 21 55 69 37 20
internal_value=0 -2.70661e-06 -0.000310661 1.62652e-06 0.000138999 4.82491e-05 0.000405818 0.000748736 -0.000164269 -0.000318564 -9.39187e-07 -7.99342e-06 -0.000327956 -3.10242e-06 -8.2366e-06 -0.000288971 -1.0065e-06 -6.28969e-06 8.62567e-05 3.61655e-05 8.24654e-05 0.000123474 0.000557606 6.10588e-05 -0.000278648 0.000181647 9.14119e-05 -0.000148946 0.000399697 -0.000397531
internal_weight=0 3099 43 3056 200 169 63 41 106 85 58 2856 43 2813 2788 70 2718 2682 448 411 385 358 45 313 82 231 210 118 92 89
internal_count=3121 3099 43 3056 200 169 63 41 106 85 58 2856 43 2813 2788 70 2718 2682 448 411 385 358 45 313 82 231 210 118 92 89
is_linear=0
shrinkage=0.1


Tree=1819
num_leaves=31
num_cat=0
split_feature=1209 15 132 1204 15 160 481 51 3 52 484 402 402 15 133 402 4 2 16 0 15 399 1208 484 484 2 481 42 481 50
split_gain=0.000308152 0.000309308 0.00309285 0.00730938 0.00158591 0.00121076 0.00100608 0.000887028 0.00113557 0.00110848 0.00119561 0.00088028 0.00129527 0.00217743 0.00125632 0.00179302 0.00215717 0.00158209 0.00137326 0.00124233 0.000774571 0.000921037 0.000599687 0.000586492 0.000705388 0.00158757 0.00063828 0.00199491 0.00166735 0.000654117
threshold=-0.14444499999999996 0.09116500000000001 -0.083284999999999984 -1.0000000180025095e-35 0.091915000000000011 -0.53908999999999996 -0.073474999999999985 0.10501000000000001 -0.12018999999999998 0.51358000000000004 0.0069400000000000009 0.13775000000000001 0.012085000000000002 0.093115000000000017 0.10397500000000001 -0.43418999999999991 -0.076229999999999978 0.094095000000000012 -0.071854999999999988 -0.07929499999999999 0.090455000000000021 0.10739000000000001 0.098655000000000007 -0.50340999999999991 -0.23687999999999995 0.094095000000000012 -0.087424999999999989 0.084145000000000011 -0.085749999999999979 -0.47313999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 -3 -4 -5 -6 -7 8 -8 10 11 12 13 -10 17 16 -16 19 -17 -15 21 22 23 -2 25 -25 27 -26 -28 -30
right_child=1 2 3 4 5 6 7 -9 9 -11 -12 -13 -14 14 15 18 -18 -19 -20 -21 -22 -23 -24 24 26 -27 28 -29 29 -31
leaf_value=0.00039126552728703247 -0.00052528292356080126 0.0010045993536054582 -0.0018679274764144792 0.00070332467975707633 -0.00052574166523603101 0.00057647717610077073 0.0006690414148083205 0.00048610506985967633 -0.0010991364611982136 0.00049133792509242237 -0.00081374815999879502 -0.00071044327065465044 0.00060576458545883415 -0.00036766187598307929 0.00049331106559332945 0.0012592466831531214 -0.00090851758806301014 -0.00073989061907363631 0.00012624189606867732 0.00061063052783720193 -0.00049093558610526519 0.00066548601258546117 -0.00053562948014587166 -0.0002105288015048824 0.00017738750797103751 0.00099082454742694444 0.00082350443214333302 -0.00099384714916455914 0.00052847267348128798 -1.9373887407616082e-05
leaf_weight=20 22 33 20 38 36 37 22 38 20 31 24 20 29 27 23 23 21 39 20 25 34 20 22 22 33 22 24 26 22 2328
leaf_count=20 22 33 20 38 36 37 22 38 20 31 24 20 29 27 23 23 21 39 20 25 34 20 22 22 33 22 24 26 22 2328
internal_value=0 -2.52348e-06 6.73545e-05 4.61805e-06 8.37955e-05 2.96757e-05 7.97885e-05 2.9022e-05 -2.45865e-05 -7.51157e-05 -0.000139913 -7.44391e-05 -1.84035e-05 -0.000109822 1.33683e-06 0.000273044 -0.000175744 -0.000258427 0.000732268 0.000102671 -1.67976e-05 -1.04534e-05 -1.58158e-05 -1.12396e-05 -6.67406e-06 0.000390148 -1.38504e-05 -0.00033875 -5.77587e-06 -1.42451e-05
internal_weight=0 3101 526 493 473 435 399 362 324 302 271 247 227 198 178 87 44 91 43 52 2575 2541 2521 2499 2477 44 2433 59 2374 2350
internal_count=3121 3101 526 493 473 435 399 362 324 302 271 247 227 198 178 87 44 91 43 52 2575 2541 2521 2499 2477 44 2433 59 2374 2350
is_linear=0
shrinkage=0.1


Tree=1820
num_leaves=31
num_cat=0
split_feature=132 1203 1203 1203 0 2 16 399 52 1429 156 1213 403 403 1211 1213 2 1211 402 403 1209 42 402 133 1210 1212 2 1212 2 1212
split_gain=0.00035929 0.000999985 0.000903615 0.0012964 0.000547825 0.00121111 0.0010044 0.000696144 0.000650045 0.000404528 0.000947173 0.000395282 0.00115989 0.00189671 0.000631046 0.00174141 0.00191507 0.000773463 0.000794004 0.000944388 0.00235683 0.00152432 0.000645659 0.000878747 0.000648307 0.000612854 0.00137033 0.00103338 0.00187215 0.00124472
threshold=-0.083449999999999983 0.089005000000000015 0.089165000000000008 0.10250500000000001 -0.082284999999999983 0.097385000000000013 -0.083539999999999989 0.08832000000000001 0.08709500000000002 -0.23752499999999996 0.32232500000000003 0.12389500000000002 -0.048229999999999988 -0.34918499999999997 0.090815000000000021 -0.0057349999999999996 0.084145000000000011 0.085535000000000014 0.2506000000000001 -0.54856499999999986 -0.092099999999999987 0.087995000000000004 -0.45015499999999992 0.50628500000000021 0.11995000000000001 0.091685000000000016 0.087015000000000023 0.087615000000000012 0.084885000000000002 0.085870000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 -4 6 -6 7 8 -1 -2 11 14 13 -13 17 16 -16 18 19 21 -21 -11 -22 24 25 27 -27 29 -29 -24
right_child=2 -3 3 -5 5 -7 -8 -9 -10 10 -12 12 -14 -15 15 -17 -18 -19 -20 20 22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00042074065954536842 -0.00044693322619423267 -0.00073300526758733522 0.0010045094468461519 3.5152505183391069e-05 -0.00066579613784277774 0.00014890971093943034 0.00051644132551233711 -0.00051584204816858151 -0.00027508383686654272 0.00023588784415984438 0.00062993619430926637 0.00054586777779539787 0.00078308204375207428 -0.0006180890859728347 0.00072137070972184167 -0.0010911524441326037 -0.00061370369935916233 0.00057735830525179274 -0.00060331613044995315 0.0010635663320066496 -0.00048659643205745074 -0.00086755361210840245 -4.4951036517256398e-06 0.00050996990415596351 -0.00055515455813812359 0.00084851233599086615 -9.9671551704107381e-05 -0.001121827322260841 6.0977182874921711e-05 0.00057253359363561404
leaf_weight=29 20 24 22 37 37 36 37 28 25 21 24 28 25 28 21 20 22 23 22 21 27 31 2303 34 21 27 35 23 32 38
leaf_count=29 20 24 22 37 37 36 37 28 25 21 24 28 25 28 21 20 22 23 22 21 27 31 2303 34 21 27 35 23 32 38
internal_value=0 -0.000124429 9.25187e-06 0.000396608 -4.83571e-05 -0.000264023 8.39423e-05 -0.00011121 9.85997e-05 1.22165e-06 4.39331e-06 -9.6466e-07 0.000216727 -3.61107e-05 -7.445e-06 -0.00032025 3.83094e-05 -3.08833e-08 -5.07071e-06 -3.38208e-08 8.53266e-06 -0.000421933 -1.90059e-07 5.03595e-06 -1.88932e-06 2.83752e-06 0.000313247 -5.19479e-06 -0.00043365 4.87145e-06
internal_weight=0 216 2905 59 192 73 119 82 54 2846 2826 2802 81 56 2721 63 43 2658 2635 2613 2561 52 2540 2513 2479 2458 62 2396 55 2341
internal_count=3121 216 2905 59 192 73 119 82 54 2846 2826 2802 81 56 2721 63 43 2658 2635 2613 2561 52 2540 2513 2479 2458 62 2396 55 2341
is_linear=0
shrinkage=0.1


Tree=1821
num_leaves=31
num_cat=0
split_feature=1211 43 1211 394 12 12 4 12 3 133 12 2 2 1210 131 12 483 1 15 0 0 0 13 129 42 129 131 0 471 12
split_gain=0.000305011 0.00144101 0.000666163 0.000532536 0.000408904 0.00245944 0.00300154 0.00139256 0.00168996 0.00134147 0.00128947 0.00251499 0.00266738 0.00114067 0.0011646 0.00220811 0.00144487 0.00154664 0.00107491 0.00130613 0.00178688 0.00100356 0.00103822 0.000863346 0.00117234 0.00110804 0.000901853 0.00096453 0.000854752 0.000980991
threshold=0.11716500000000001 0.062770000000000006 0.11088500000000003 0.15288500000000002 0.097825000000000009 0.096475000000000019 -0.072334999999999997 0.095780000000000018 -0.080289999999999986 0.048950000000000007 0.10061500000000002 0.095195000000000016 0.11067500000000001 -0.062079999999999989 0.12681500000000004 0.10149500000000002 0.10143000000000001 0.14000500000000002 0.091475000000000015 -0.080434999999999993 -0.063634999999999983 -0.088544999999999985 0.056795000000000005 0.10311000000000002 -0.14803999999999998 0.095170000000000018 0.11088500000000003 0.18019500000000002 0.09074500000000002 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -7 23 -9 -8 11 -6 -13 -12 15 -15 17 18 21 -20 -21 22 -17 25 -25 26 27 28 29 -1
right_child=1 -3 -4 -5 10 6 9 8 -10 -11 13 12 -14 14 -16 16 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=1.3540475322590111e-05 0.00064378096457486133 -0.00043194029130972923 -0.0005288911685056519 0.00045966429775580768 0.00020895282235441676 0.0016323706193361433 0.00062363600842092705 0.00010192019803630852 -0.00099130043564664753 -0.00042582772009717746 -0.00066978556453250353 -0.0015451990535698965 -3.3139347215183081e-05 0.00099481130988957988 -0.0007161536249623169 -0.00010201542584048906 -0.00076289954734460013 0.0008872499282006175 -0.00040202938027505297 0.0011837577997939662 0.00010073986799957662 -0.00023409014941405204 0.00083453012892277913 -7.2676860369168793e-05 0.00086812045839097763 -0.00066372953634709125 0.00033766277094999381 -0.00058935855018457271 0.0004714456745300834 -0.00022721068390859039
leaf_weight=1988 33 20 24 25 34 20 29 26 31 21 25 28 20 24 20 29 23 21 20 25 39 168 20 26 27 25 79 28 38 185
leaf_count=1988 33 20 24 25 34 20 29 26 31 21 25 28 20 24 20 29 23 21 20 25 39 168 20 26 27 25 79 28 38 185
internal_value=0 0.000237848 -4.10885e-06 2.87219e-08 -3.77747e-06 1.25403e-05 0.000597007 -4.13829e-06 -0.000492638 0.000182861 -8.67811e-05 -0.000449073 -0.000915174 -1.50228e-05 2.7057e-05 6.73394e-05 2.81966e-06 5.75139e-05 -3.74677e-07 0.00030336 0.000523794 -0.000117949 0.000280248 7.48295e-06 0.000406597 -1.54524e-06 5.59652e-06 -6.11997e-06 1.26613e-06 -6.95606e-06
internal_weight=0 53 3068 3044 3019 2523 70 2453 57 50 496 82 48 414 389 369 345 322 301 84 64 217 49 2396 53 2343 2318 2239 2211 2173
internal_count=3121 53 3068 3044 3019 2523 70 2453 57 50 496 82 48 414 389 369 345 322 301 84 64 217 49 2396 53 2343 2318 2239 2211 2173
is_linear=0
shrinkage=0.1


Tree=1822
num_leaves=31
num_cat=0
split_feature=132 15 2 2 47 15 52 4 1203 1203 129 1186 13 3 393 11 11 11 156 155 474 1426 1429 52 133 133 1371 151 1447 402
split_gain=0.000295565 0.000906461 0.00074841 0.00156103 0.00132563 0.00101735 0.00108033 0.000838658 0.00074475 0.00106184 0.000386677 0.000516953 0.00163454 0.000606316 0.000594039 0.000398345 0.000871332 0.00125001 0.001581 0.00144659 0.00054916 0.000452839 0.000577106 0.00110287 0.000424649 0.00640133 0.00363382 0.00213959 0.00126523 0.00224808
threshold=-0.083449999999999983 0.091475000000000015 0.088665000000000008 0.10252500000000002 0.085770000000000027 0.084905000000000022 0.086450000000000013 -0.085034999999999986 0.089480000000000018 0.10250500000000001 -0.082959999999999992 0.062435000000000011 -0.0093149999999999986 -0.087044999999999983 0.098330000000000015 0.10458500000000001 0.095720000000000013 0.090070000000000025 0.15608500000000003 0.12509500000000004 -0.11464999999999999 -0.081389999999999976 -0.066319999999999976 -0.085264999999999994 0.085760000000000017 0.086085000000000009 0.083235000000000017 -0.50641499999999995 -0.086279999999999982 0.10874500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 10 -10 -2 14 -13 -14 15 16 17 18 19 20 -12 -22 23 -23 27 -26 28 -24 -27 -30
right_child=8 -3 3 -5 -6 -7 -8 -9 9 -11 11 12 13 -15 -16 -17 -18 -19 -20 -21 21 22 24 -25 25 26 -28 -29 29 -31
leaf_value=0.00037597672614668101 0.00039271598821505912 -0.0006548529715035801 0.00066070998208440305 -0.00023987978093851456 -0.00091659051000273655 -0.00061007365685604193 0.00077679211040958772 -0.00046662357743588036 0.00093107915461240797 4.0784743111077197e-05 -0.00045433434004533209 -0.0010090848182915666 -0.00029233683263345695 0.00040467806405407222 0.00048980993102304643 0.00037536133355128452 -0.00050680796163814028 0.00064450340199982746 -0.00084884066706184642 0.00068149272973964654 -0.00046342073390925567 0.00073889239253636843 -0.0010364767704491638 -0.00021267233699161028 0.0017777909386149122 -0.00061580078576558412 -0.0012581728377633475 -2.0565011560204444e-05 3.6659960176455518e-05 0.00098256813877154727
leaf_weight=21 25 27 38 39 21 23 20 27 21 37 27 21 26 24 25 28 34 30 22 31 21 29 21 21 21 28 22 1618 747 26
leaf_count=21 25 27 38 39 21 23 20 27 21 37 27 21 26 24 25 28 34 30 22 31 21 29 21 21 21 28 22 1618 747 26
internal_value=0 -0.000112856 -3.54281e-05 0.000204567 -0.000200425 -3.51558e-05 0.000159302 -9.79859e-05 8.39138e-06 0.000363133 1.16447e-06 -2.30427e-06 -0.000268722 4.22303e-05 4.57165e-06 1.2156e-07 -3.7727e-06 2.64742e-06 -4.66301e-06 2.44721e-06 -5.7087e-06 -9.65986e-07 2.86802e-06 0.000339235 -3.90538e-06 5.37241e-05 9.73212e-06 -3.35816e-05 4.4556e-05 6.84758e-05
internal_weight=0 216 189 77 112 91 68 48 2905 58 2847 2822 71 50 2751 2726 2698 2664 2634 2612 2581 2554 2533 50 2483 844 823 1639 801 773
internal_count=3121 216 189 77 112 91 68 48 2905 58 2847 2822 71 50 2751 2726 2698 2664 2634 2612 2581 2554 2533 50 2483 844 823 1639 801 773
is_linear=0
shrinkage=0.1


Tree=1823
num_leaves=31
num_cat=0
split_feature=402 402 403 133 4 133 1208 403 403 1204 1203 403 403 128 132 403 1186 12 12 1447 1213 12 15 2 42 43 402 132 1 105
split_gain=0.000301473 0.000569943 0.00153838 0.000576244 0.00153584 0.000870738 0.000821656 0.00108731 0.00142114 0.000335536 0.000880875 0.00036837 0.00142172 0.00118018 0.00135153 0.0075518 0.0062534 0.000822187 0.00166773 0.000996686 0.00140624 0.00113301 0.00224024 0.000872293 0.000807383 0.000613338 0.000551676 0.000519671 0.00136366 0.000815851
threshold=-0.52461999999999986 -0.45454999999999995 -0.071919999999999984 0.41553500000000004 -0.07168999999999999 0.40945500000000007 0.10480500000000002 -0.53960999999999981 -0.52641999999999989 0.057120000000000011 -1.0000000180025095e-35 -0.054954999999999997 -0.021474999999999998 0.10296000000000001 -0.083284999999999984 -0.078754999999999978 1.0000000180025095e-35 0.083785000000000012 0.084535000000000013 -0.082659999999999997 -0.082414999999999974 0.091715000000000005 0.086355000000000015 0.097845000000000015 -0.077669999999999989 -0.0090299999999999981 -0.092414999999999983 0.10859000000000001 0.077565000000000009 0.079510000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -3 -9 10 -10 13 -13 14 16 17 25 24 -19 -20 -21 22 26 -23 -16 -12 -22 29 -29 -14
right_child=1 3 -4 4 -6 -7 -8 8 9 -11 11 12 27 -15 15 -17 -18 18 19 20 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00037761443208659162 0.00099272775724308475 0.00054172057016576463 -0.00010877381137106568 -0.00074785378650024843 0.00015792064398574906 0.00050697099770117995 -0.00055112022026959401 -0.00080449422821402558 0.00058492959763568181 -0.00036242023715749385 -0.00063139474190797458 0.00083427186667298287 6.6997592384438787e-06 0.00056371261867193081 -7.8324488872154189e-05 -0.001660534727676405 0.0017162178241137771 -0.00093870964306204223 0.00063048756024727489 -0.00071360467227350461 0.00019343313267555738 -0.00084351878401569343 0.00079877076652617421 3.7250432733739932e-05 0.00078854342434732697 -1.1371681392073441e-05 -0.00044069389036849316 0.00089414022058127056 -0.00014505227739261632 -0.00060517070153516463
leaf_weight=21 21 37 32 36 39 34 27 22 26 25 27 21 2302 26 22 33 21 23 20 32 23 22 39 23 21 39 34 23 28 22
leaf_count=21 21 37 32 36 39 34 27 22 26 25 27 21 2302 26 22 33 21 23 20 32 23 22 39 23 21 39 34 23 28 22
internal_value=0 2.55803e-06 0.00032767 -3.09702e-06 -0.000276851 3.81131e-06 -2.0115e-06 3.08157e-06 -3.85289e-06 2.32316e-06 5.5487e-06 1.70651e-07 1.50804e-05 -8.8036e-05 -0.000132747 -0.000235824 0.000213212 -5.42968e-05 -0.000133792 -3.78695e-05 -0.000115136 2.06864e-05 0.000214765 -0.000393348 0.00034503 -0.000265017 -0.000184818 7.83699e-06 0.000323603 9.07526e-07
internal_weight=0 3100 53 3047 75 2972 2938 2911 2874 2852 2827 2801 2396 405 379 292 87 259 216 193 173 141 96 45 43 66 57 2375 51 2324
internal_count=3121 3100 53 3047 75 2972 2938 2911 2874 2852 2827 2801 2396 405 379 292 87 259 216 193 173 141 96 45 43 66 57 2375 51 2324
is_linear=0
shrinkage=0.1


Tree=1824
num_leaves=31
num_cat=0
split_feature=1204 399 131 1204 1203 394 130 400 1204 0 1186 129 129 393 1211 1212 1211 403 1212 0 12 160 402 12 12 475 2 2 2 12
split_gain=0.000296281 0.000622838 0.000424584 0.000433168 0.000783203 0.000950988 0.00182461 0.000514324 0.000562667 0.000964781 0.000591669 0.000621066 0.000434775 0.000609163 0.000390938 0.000890989 0.00102781 0.00135899 0.000596414 0.00402981 0.00107722 0.00096177 0.000582333 0.000546286 0.00505814 0.0017246 0.00179624 0.00523433 0.00452156 0.00217002
threshold=-0.098194999999999991 -0.065739999999999979 0.13857500000000003 0.053645000000000005 0.089005000000000015 0.013605000000000001 -0.098119999999999985 -0.38516499999999992 -0.016569999999999994 -0.086074999999999985 -0.089559999999999987 -0.082304999999999975 -1.0000000180025095e-35 0.089155000000000026 0.11817500000000002 0.11796000000000001 0.087635000000000005 -0.073254999999999987 0.087615000000000012 -0.084384999999999988 0.088845000000000021 -0.57146499999999989 0.2506000000000001 0.097145000000000023 0.096525000000000014 0.05680000000000001 0.097845000000000015 0.095195000000000016 0.10381000000000001 0.10345000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 -3 9 -9 -10 -12 -13 14 15 16 18 -18 21 -20 -21 -14 23 24 -23 26 27 -25 29 -28
right_child=1 2 -4 -5 -6 6 -8 8 10 -11 11 12 13 -15 -16 -17 17 -19 19 20 -22 22 -24 25 -26 -27 28 -29 -30 -31
leaf_value=-0.00031274755504758411 0.00035311056557111448 0.00050066530006006357 -0.00045081277390376532 0.00041492286557331682 -0.00049513794128870365 -0.00012416617707155335 0.0011691095460264478 7.1776250449663678e-05 -0.00049556616262028304 -0.00066061926995254392 0.00053230403311979233 -0.0004162619233829901 0.00065899287464245314 0.00043641685847433114 0.00031188805983103332 -0.0005011550558265299 -0.00014510383902926975 0.00092749335324495211 -0.001111091076537767 0.00064732335590487046 -0.00017979238818952581 3.3815157902394681e-06 -0.00047589216757422457 -5.2590101782628674e-05 0.0013813477307040658 -0.0010086057118314784 0.0017813274173975168 -0.0014745221306164298 -8.3596003599767203e-05 0.00036015912456522611
leaf_weight=30 50 20 21 25 32 24 20 37 24 35 22 25 22 32 39 36 21 27 35 31 32 1991 26 157 27 20 21 31 186 22
leaf_count=30 50 20 21 25 32 24 20 37 24 35 22 25 22 32 39 36 21 27 35 31 32 1991 26 157 27 20 21 31 186 22
internal_value=0 3.03541e-06 -2.72051e-06 3.95359e-07 -3.0648e-06 2.24952e-06 0.000463686 -4.70602e-06 -8.19254e-06 -0.000284249 -1.16174e-06 3.07148e-06 -1.11518e-06 2.65066e-06 -2.44498e-06 -7.01071e-06 -2.95271e-07 0.000458232 -8.75714e-06 -0.00025076 0.000227201 7.18021e-07 -5.11916e-06 -1.33377e-07 2.18181e-05 -0.000101502 -5.7996e-05 -0.000287058 0.000130055 0.00105422
internal_weight=0 3091 3041 3020 2995 2963 44 2919 2899 72 2827 2803 2781 2756 2724 2685 2649 48 2601 98 63 2503 2481 2455 2018 437 417 188 229 43
internal_count=3121 3091 3041 3020 2995 2963 44 2919 2899 72 2827 2803 2781 2756 2724 2685 2649 48 2601 98 63 2503 2481 2455 2018 437 417 188 229 43
is_linear=0
shrinkage=0.1


Tree=1825
num_leaves=31
num_cat=0
split_feature=1208 16 16 403 1209 403 403 402 13 133 43 133 401 42 15 133 484 160 15 16 42 42 42 153 482 482 34 1 9 10
split_gain=0.000281784 0.00225274 0.00201847 0.00111089 0.00326846 0.000744614 0.000477054 0.000476924 0.00133491 0.00062179 0.00100327 0.000597072 0.000415845 0.000454952 0.00139354 0.00174282 0.00173823 0.00293152 0.00202541 0.00114767 0.00075624 0.000577157 0.000657661 0.00126739 0.000635546 0.000652618 0.000559173 0.00187157 0.00141426 0.000804118
threshold=0.10233500000000001 -0.079734999999999986 -0.071359999999999993 -0.5341999999999999 -1.0000000180025095e-35 -0.51385999999999987 -0.45015499999999992 -0.45454999999999995 -0.068269999999999983 0.15630500000000003 0.054355000000000007 0.31868000000000002 0.13729500000000003 0.10077000000000001 -0.040439999999999997 0.017095000000000003 0.090535000000000018 -0.061284999999999992 -0.089964999999999976 -0.08231999999999999 0.10892 0.099210000000000007 0.097640000000000018 0.082840000000000011 0.11958000000000001 0.11434500000000002 -0.057544999999999992 0.10089500000000001 0.091905000000000014 -0.0087699999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5 -7 8 -8 12 11 -11 13 21 16 20 17 -15 19 -19 -16 22 23 24 25 26 27 -9 -28 -29
right_child=1 2 -4 5 -6 6 7 9 -10 10 -12 -13 -14 14 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 28 29 -30 -31
leaf_value=-0.0014013163893568244 0.0010829150560311973 -0.00089635802044843644 0.00050735373661154888 0.00046289629602272594 0.00012306211350593144 -0.00047599456724821637 0.00089532901114249734 0.0010934359644306825 -0.00012319638988100775 -0.00032922069953028339 -0.00082768066305383711 0.00023002175348145622 0.00043870221283710137 0.0011619104554743641 -0.0002572246091194057 0.0011037727824129565 -0.00087331953783921729 0.00055366942259882184 -0.00080238998681682382 -0.00039593245601281528 0.00047962083830498158 -0.00051947804697027259 0.00044540631652125742 -0.00078442396129719877 -0.00051637795792582139 0.0005429339890146035 -3.2995171059950308e-06 0.00031605474231056227 -0.0005958267279599634 -0.00035335957620512043
leaf_weight=22 20 21 20 35 39 21 22 20 31 42 23 35 22 21 26 28 22 35 31 20 30 22 32 21 24 22 2301 38 41 34
leaf_count=22 20 21 20 35 39 21 22 20 31 42 23 35 22 21 26 28 22 35 31 20 30 22 32 21 24 22 2301 38 41 34
internal_value=0 0.000212817 -0.000211621 -4.24244e-06 -0.000426714 4.35067e-06 -1.064e-06 2.3249e-06 0.000299588 -3.12663e-06 -0.000248132 -7.50196e-05 5.65491e-06 2.21306e-06 0.000142625 0.0004596 -6.37769e-05 0.000102671 -0.00015598 0.00020836 0.000137514 -9.49254e-06 -5.06314e-06 -1.08268e-05 -4.27622e-06 7.28028e-07 -4.17277e-06 0.000237658 -1.36725e-05 -5.75748e-08
internal_weight=0 61 41 3060 61 2999 2964 2943 53 2890 100 77 2790 2768 213 84 129 107 86 55 56 2555 2533 2501 2480 2456 2434 92 2342 72
internal_count=3121 61 41 3060 61 2999 2964 2943 53 2890 100 77 2790 2768 213 84 129 107 86 55 56 2555 2533 2501 2480 2456 2434 92 2342 72
is_linear=0
shrinkage=0.1


Tree=1826
num_leaves=31
num_cat=0
split_feature=472 1426 1428 474 155 3 155 475 475 133 156 475 1372 475 15 15 12 1429 51 157 42 16 16 1 130 12 4 2 12 131
split_gain=0.000280479 0.000338542 0.000431483 0.00137479 0.00049118 0.00133879 0.000829503 0.000389517 0.000866001 0.00298378 0.0044158 0.00227489 0.00134491 0.000698784 0.00127922 0.00120618 0.0010708 0.000432059 0.00231955 0.00121964 0.00210609 0.000448607 0.00225673 0.00473268 0.000946914 0.00103669 0.00312903 0.00159127 0.00148393 0.00127782
threshold=-0.39904999999999996 -0.08286499999999998 -0.071779999999999997 -0.42010499999999995 0.11562500000000002 -0.081924999999999984 0.10924000000000002 -0.10664 -0.085719999999999977 0.08622500000000001 0.086765000000000023 -0.086304999999999979 -0.065504999999999994 -0.08230999999999998 -0.015039999999999998 -0.077844999999999984 0.08493500000000001 0.057970000000000008 -0.079189999999999983 -0.06482499999999998 0.08623500000000002 0.0013750000000000001 -0.0007049999999999999 0.087505000000000013 -0.22461999999999996 0.11527000000000001 0.16173500000000005 0.10252500000000002 0.11232500000000002 -0.076979999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 -5 9 10 -9 -11 -10 14 15 -14 -16 21 -19 20 -20 22 24 -24 -15 28 27 -27 29 -26
right_child=1 2 3 4 5 -7 -8 8 12 11 -12 -13 13 17 16 -17 -18 18 19 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.00036422915401912876 -0.00035502047372843934 -0.00040501841680312418 0.00081041179378406108 -0.00032348445828255217 -0.00087941305193288085 0.0002510471490677446 0.00064512589829973882 0.00010770551010258108 -0.00063214432799106688 0.00039289087406359615 0.0019609482660598587 -0.001115382994976244 7.8072732067084884e-05 -0.00059559789907115586 0.00034000529346733609 0.0011199758993461729 -0.00050077689141159816 -0.0011747483897488564 -0.00030185885714470516 -0.00061738644959405072 0.00098560796856569737 -8.0386457067950531e-05 0.0016873554617632181 -0.00032003965866549507 0.00076425815466129947 0.00058336787624284629 0.0014127378282691575 -0.00045588541936868914 -0.00080152908770327015 -2.4208987479841411e-06
leaf_weight=21 27 26 21 37 22 20 20 36 34 20 20 20 20 26 33 25 28 20 27 20 24 568 24 23 22 26 21 34 23 1833
leaf_count=21 27 26 21 37 22 20 20 36 34 20 20 20 20 26 33 25 28 20 27 20 24 568 24 23 22 26 21 34 23 1833
internal_value=0 -2.46736e-06 6.30242e-07 4.09164e-06 -1.50411e-06 -0.000341099 3.27571e-06 -1.05527e-06 3.02054e-06 0.000298401 0.000769578 -0.000361246 -6.9959e-06 6.03326e-07 0.000252446 0.000656908 -4.59275e-05 -9.3169e-06 -0.000223498 4.44602e-05 0.000304008 -1.82057e-06 2.01408e-05 0.000705013 3.92464e-06 1.18816e-05 0.00036216 -5.54232e-06 -3.2263e-06 6.67179e-06
internal_weight=0 3100 3073 3047 3026 42 2984 2964 2927 96 56 40 2831 2797 106 45 61 2691 91 71 51 2600 2032 47 1985 1959 81 60 1878 1855
internal_count=3121 3100 3073 3047 3026 42 2984 2964 2927 96 56 40 2831 2797 106 45 61 2691 91 71 51 2600 2032 47 1985 1959 81 60 1878 1855
is_linear=0
shrinkage=0.1


Tree=1827
num_leaves=31
num_cat=0
split_feature=1429 156 1428 1419 157 1426 52 471 475 474 474 2 1420 156 1429 49 157 49 13 157 1374 3 1373 1375 457 1348 16 3 16 42
split_gain=0.000333495 0.000580543 0.00111863 0.000543313 0.00222706 0.000417979 0.000446747 0.000599639 0.00121474 0.000738797 0.00061044 0.00160527 0.00053046 0.000708982 0.000572239 0.00109686 0.000638378 0.0038956 0.00469349 0.00254121 0.000995857 0.00257075 0.00149731 0.000868602 0.00104712 0.000905238 0.000521066 0.00135803 0.00287043 0.00286198
threshold=0.12521000000000002 0.3248100000000001 0.094820000000000015 0.090190000000000006 -0.06482499999999998 -0.061919999999999996 -0.56741999999999992 0.094575000000000006 0.093020000000000005 0.11134000000000001 0.098370000000000027 0.093320000000000014 -0.08341999999999998 -0.0011799999999999998 -1.0000000180025095e-35 0.086815000000000017 -0.087424999999999989 -0.0069299999999999995 -0.080519999999999994 -0.086394999999999986 0.088460000000000011 -0.081334999999999977 1.0000000180025095e-35 -0.4078199999999999 0.11612500000000002 -0.047944999999999995 0.15891500000000003 -0.094874999999999987 0.25084500000000004 -0.088249999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 8 9 10 12 -12 -8 -14 15 -15 17 -16 -19 -18 22 -22 23 -21 25 -25 -27 -28 -29 -30
right_child=-2 -3 -4 4 -6 6 7 -9 -10 -11 11 -13 13 14 16 -17 19 18 -20 20 21 -23 -24 24 -26 26 27 28 29 -31
leaf_value=-0.00038501920956020644 0.000407036803662777 -0.00052662614311668136 0.00054748188263761843 0.00041242018009402925 -0.00098447867855429652 0.0003937349221187419 0.00046695312418402568 -0.00052080766075629406 0.00077989807236008343 0.00052853569057053674 0.00020061520652076147 -0.0010086632461198384 -0.00059845211391802884 0.00069512510185631982 0.00062036844113511807 -0.0002221209817269648 0.0010254804423311726 -0.0019623339389606069 -1.310505341583242e-05 -0.00058284489563308083 -0.0011865529307196994 0.00013344518396883763 0.00064166397367241895 -0.00067799952579662205 0.00068500744263556878 1.3659376925541639e-05 0.00024551221260480814 -0.0013172035044788019 -0.0010987468556357691 3.7165078788799921e-05
leaf_weight=28 20 21 37 21 25 29 24 22 20 26 23 21 20 32 30 22 24 21 30 26 25 36 36 20 22 2190 70 23 26 151
leaf_count=28 20 21 37 21 25 29 24 22 20 26 23 21 20 32 30 22 24 21 30 26 25 36 36 20 22 2190 70 23 26 151
internal_value=0 -2.62519e-06 9.47542e-07 -5.6978e-06 -0.000346764 -4.62882e-07 3.16379e-06 -6.88787e-07 3.2326e-06 -2.12741e-06 -6.93146e-06 -0.00037654 -1.18083e-06 -5.18768e-06 -9.25721e-07 0.000321432 -7.30203e-06 -0.000283841 -0.000815729 1.15385e-06 -8.21142e-06 -0.000407538 1.28893e-06 -7.83033e-06 -1.85496e-06 -7.94809e-06 -2.50052e-06 -0.000133575 -0.000266256 -0.000129692
internal_weight=0 3101 3080 3043 46 2997 2969 2940 2918 2898 2872 44 2828 2804 2784 54 2730 81 51 2649 2625 61 2564 2528 2502 2480 2460 270 200 177
internal_count=3121 3101 3080 3043 46 2997 2969 2940 2918 2898 2872 44 2828 2804 2784 54 2730 81 51 2649 2625 61 2564 2528 2502 2480 2460 270 200 177
is_linear=0
shrinkage=0.1


Tree=1828
num_leaves=31
num_cat=0
split_feature=471 1429 156 471 52 1 0 52 475 3 475 157 484 475 2 475 1429 475 156 2 12 16 16 4 130 1455 158 4 3 0
split_gain=0.00032553 0.00047013 0.0010312 0.000430683 0.000673618 0.00114914 0.00129839 0.000857649 0.000446119 0.000633511 0.000401318 0.00271233 0.00215896 0.00152525 0.00126031 0.000664883 0.000791942 0.00196671 0.000509783 0.000596117 0.000482754 0.000456752 0.0018063 0.00464751 0.00102154 0.00137233 0.00153943 0.00100255 0.00189646 0.00197752
threshold=0.10693500000000002 -0.23752499999999996 0.32232500000000003 0.094575000000000006 -0.55692499999999978 0.10325000000000002 -0.014954999999999998 -0.55061999999999989 0.055635000000000011 -0.078344999999999984 -0.085719999999999977 -0.086394999999999986 0.085740000000000011 -0.084894999999999984 0.086950000000000013 -0.084144999999999984 0.057970000000000008 -0.054724999999999989 0.091555000000000011 0.091265000000000013 0.084655000000000022 0.0013750000000000001 -0.0007049999999999999 -0.0070899999999999991 0.09833500000000002 -0.088874999999999982 -0.4686749999999999 -0.07712999999999999 -0.094874999999999987 -0.069824999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -6 10 -10 11 -9 14 -12 -13 -15 21 18 19 -18 -16 22 -17 -24 25 -23 -27 -28 29 -29
right_child=-2 2 -4 -5 7 -7 -8 8 9 -11 13 12 -14 15 20 16 17 -19 -20 -21 -22 24 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.00047420331310214737 0.00039239199804363864 0.00047868054596340073 0.00065348700300091886 -0.00042652126624792195 -0.00060384208045434213 0.00086631058202328863 -0.00059303389833075936 0.0011746295875954358 0.000658797213206223 -0.00010325177485356109 -0.00079385562194511303 0.00072202851598766372 -0.00098118981812149279 0.00043694001029838218 -0.00049455735832452778 3.2337222071200075e-06 0.00011476937246957928 -0.0011777760178665632 0.00035403418199469647 -0.00052177972015230009 0.00012460584437255475 -0.0008933122948457657 -0.00047610650238181867 0.0015240441174962773 0.00043774051857846125 0.0006950738791298743 8.9268152704961889e-05 -0.00030141419598034454 -0.00032092466301704751 0.0010552550306205046
leaf_weight=21 21 26 24 24 24 24 20 22 24 20 25 28 20 33 20 2014 28 20 21 31 34 22 21 26 35 24 148 21 278 22
leaf_count=21 21 26 24 24 24 24 20 22 24 20 25 28 20 33 20 2014 28 20 21 31 34 22 21 26 35 24 148 21 278 22
internal_value=0 -2.65814e-06 5.57983e-07 -4.57141e-06 -1.23034e-06 0.000305378 1.27177e-05 -8.47876e-06 -3.61369e-06 0.000312411 -8.42015e-06 0.000167583 -4.9623e-05 -1.63018e-05 0.000177588 -9.21772e-06 -1.46486e-05 -0.000290824 -6.90864e-05 -0.000219689 -0.000104714 -4.07124e-06 1.7535e-05 0.00063036 -8.50357e-05 -0.000120564 -8.60805e-05 -0.000126054 -0.000225331 0.000392696
internal_weight=0 3100 3079 3055 3031 70 46 2961 2937 44 2893 124 102 2769 82 2744 2711 100 80 59 54 2611 2061 47 550 515 493 469 321 43
internal_count=3121 3100 3079 3055 3031 70 46 2961 2937 44 2893 124 102 2769 82 2744 2711 100 80 59 54 2611 2061 47 550 515 493 469 321 43
is_linear=0
shrinkage=0.1


Tree=1829
num_leaves=31
num_cat=0
split_feature=33 120 40 12 9 13 0 4 4 1 49 0 16 52 15 13 48 15 12 13 42 13 2 12 131 12 12 2 1 147
split_gain=0.000418224 0.000409218 0.000696628 0.000418267 0.00103291 0.00283035 0.000932982 0.000404323 0.00142179 0.00529972 0.00191958 0.00153638 0.00141971 0.00141695 0.00128989 0.00343237 0.00092604 0.00232989 0.000918381 0.00112592 0.00112862 0.00110217 0.00135728 0.00105605 0.00106814 0.00105534 0.00211163 0.00162598 0.00124742 0.000841828
threshold=-0.009184999999999997 0.09852000000000001 -0.24134999999999998 0.12757000000000002 0.091600000000000015 -0.0021749999999999994 -0.04917499999999999 0.056795000000000005 0.033845000000000007 0.094220000000000012 0.11428500000000001 -0.10224499999999999 -0.18708499999999997 -0.43320999999999993 -0.013104999999999999 -0.083499999999999977 0.11270000000000001 -0.07490999999999999 0.10742000000000002 -0.117405 -0.094469999999999985 -0.49353499999999995 0.12595500000000001 0.097325000000000009 0.095715000000000008 0.087995000000000004 0.084100000000000022 0.10005000000000001 0.090275000000000008 0.094075000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 -5 8 12 10 11 -10 -4 -9 18 -16 29 -18 19 21 -21 -15 -23 24 25 26 -22 28 -27 -14
right_child=1 -3 3 6 5 -7 -8 13 9 -11 -12 -13 16 14 15 -17 17 -19 -20 20 23 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00036547361368936821 0.00055502834324927433 -0.00042608181012672669 -0.00073727100075652403 0.00010362895396114751 -0.00018094159625304333 0.0013766250795015367 -0.00068118293981699811 0.00088058099638493284 -0.00013837229115389556 -0.001757556311151182 -0.00080619949032552547 0.00097834548531946803 1.9340854270908511e-06 -0.00027751625267505325 -0.00028833436482618083 0.0012373452561829862 0.0012743917538318784 -5.3144652823296694e-05 0.00046067505083136404 0.00045837087945983513 -0.00017579650662927663 0.00017133988855805781 0.0012040238150075313 -0.00075109762380764426 0.00042846588220334417 -0.0013346668703015895 0.00077786816120631276 0.00020189739602972709 -0.00027510340441949666 -0.00059363529241333412
leaf_weight=31 23 22 26 33 28 20 28 21 28 22 20 22 2136 23 29 30 20 39 39 32 217 35 20 28 33 25 26 21 20 24
leaf_count=31 23 22 26 33 28 20 28 21 28 22 20 22 2136 23 29 30 20 39 39 32 217 35 20 28 33 25 26 21 20 24
internal_value=0 3.66657e-06 6.74821e-06 2.60685e-06 7.90591e-06 0.000468045 -0.000256613 3.83204e-07 -1.84043e-05 -0.000403707 2.17884e-05 0.000352984 -2.61465e-06 7.36829e-05 4.43665e-05 0.000487435 5.99331e-06 0.000396868 -6.0016e-06 -4.39191e-05 -0.000111382 0.000303776 0.000546861 -0.000160658 -0.000112318 -0.000170072 -7.37583e-05 -0.00052468 -0.00086375 -4.68335e-06
internal_weight=0 3090 3068 3045 2984 48 61 2936 2337 92 70 50 2245 599 578 59 2219 59 519 480 402 78 55 370 342 309 243 66 45 2160
internal_count=3121 3090 3068 3045 2984 48 61 2936 2337 92 70 50 2245 599 578 59 2219 59 519 480 402 78 55 370 342 309 243 66 45 2160
is_linear=0
shrinkage=0.1


Tree=1830
num_leaves=31
num_cat=0
split_feature=33 120 482 482 12 4 0 482 0 40 1370 1366 13 48 1373 150 1375 457 457 150 147 123 39 9 150 1 132 1204 1208 1
split_gain=0.000338761 0.000331466 0.000584687 0.0019973 0.00100273 0.00107813 0.00101365 0.000964697 0.00216276 0.000794691 0.000475912 0.000422856 0.000562482 0.000396071 0.000454262 0.00224245 0.000687023 0.000953116 0.000531915 0.000723671 0.000987532 0.00054053 0.000533448 0.000809283 0.000525692 0.000607271 0.00268829 0.00484898 0.00156409 0.00257263
threshold=-0.009184999999999997 0.09852000000000001 0.098105000000000012 0.10337000000000002 0.08815000000000002 -0.012889999999999999 -0.077809999999999976 0.089605000000000018 -0.071924999999999989 -0.24134999999999998 0.077860000000000026 -0.079979999999999982 -0.083619999999999986 0.15068000000000001 1.0000000180025095e-35 0.090480000000000019 -0.4078199999999999 0.11612500000000002 0.098180000000000003 0.12068000000000002 0.094705000000000011 0.11679000000000002 0.11536 0.091600000000000015 -0.11226499999999999 0.08592000000000001 -0.083284999999999984 -0.078604999999999994 0.10233500000000001 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 -5 6 -6 9 -9 -2 11 12 -11 14 16 -16 -13 18 19 20 21 22 23 24 -18 -26 -27 -28 29 -29
right_child=1 -3 3 4 5 -7 -8 8 -10 10 -12 13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.00032892617117238025 0.00061818924787942142 -0.00038347361868628391 0.0010607836869261835 -0.00060748054936993873 0.00039200483952299696 0.00075772721040424506 -0.00051783834956586363 6.4054533953929093e-05 -0.0012464737155096373 0.00064130373114797601 -0.00047352437825230438 -0.00049618105404078958 -3.6457758396863938e-05 -0.00041408134901481071 -0.00022438149640543591 0.0010235201124184337 0.00046140403549846571 0.00058212765153647136 -0.00044596367386273212 0.00047281209426728313 -0.0005492136801353119 0.0005065871776813376 -0.00039629228377795222 0.00047320569509692081 2.8515526994033804e-05 0.00073703650634389568 -0.0016506910501630047 -0.00039502057777479279 0.00079862914164550612 9.6145719302412374e-06
leaf_weight=31 21 22 23 20 24 23 25 34 20 24 21 28 25 23 36 24 24 28 27 32 33 21 34 36 1571 39 20 213 20 599
leaf_count=31 21 22 23 20 24 23 25 34 20 24 21 28 25 23 36 24 24 28 27 32 33 21 34 36 1571 39 20 213 20 599
internal_value=0 3.2999e-06 6.07337e-06 0.00022729 1.8916e-05 0.000192915 -7.22009e-05 -2.54155e-06 -0.000421326 5.2592e-06 7.86814e-07 4.27318e-06 0.000295507 -8.08897e-07 2.60413e-06 0.000274779 -3.38872e-06 1.7274e-06 -4.36147e-06 1.51497e-07 -5.64358e-06 1.31716e-06 -2.83412e-06 2.47023e-06 -4.34653e-06 -8.88675e-06 -7.4834e-05 -0.000111997 -7.50092e-05 -9.65274e-05
internal_weight=0 3090 3068 115 92 72 49 2953 54 2899 2878 2857 49 2808 2785 60 2725 2697 2669 2642 2610 2577 2556 2522 2486 2462 891 852 832 812
internal_count=3121 3090 3068 115 92 72 49 2953 54 2899 2878 2857 49 2808 2785 60 2725 2697 2669 2642 2610 2577 2556 2522 2486 2462 891 852 832 812
is_linear=0
shrinkage=0.1


Tree=1831
num_leaves=31
num_cat=0
split_feature=132 393 1203 1200 50 49 4 130 12 132 51 51 12 1375 15 3 160 52 51 51 51 133 4 12 15 13 43 2 160 130
split_gain=0.000355075 0.000885219 0.000767832 0.000946729 0.000725523 0.00066824 0.00116929 0.00130889 0.00119132 0.000792051 0.000352651 0.00132333 0.00502679 0.000941546 0.000828994 0.00187907 0.00180439 0.00300286 0.000957168 0.00248851 0.00164045 0.00121098 0.000887697 0.00171055 0.00119769 0.00193039 0.000872707 0.000828769 0.00073009 0.000532718
threshold=-0.083449999999999983 0.10389500000000002 0.089480000000000018 0.085780000000000009 0.09227500000000001 0.10347500000000003 -0.068329999999999988 0.11417500000000001 0.087145000000000014 -0.41094499999999995 0.082455000000000014 0.024995000000000003 0.082480000000000012 1.0000000180025095e-35 -0.074054999999999996 0.11296500000000002 0.092070000000000013 -0.10286999999999999 0.10501000000000001 0.095375000000000015 0.123935 -0.0042999999999999991 -0.0029599999999999995 0.084225000000000008 -0.09551999999999998 -0.080344999999999986 -0.077944999999999987 0.11215000000000001 -0.42113499999999993 -0.22562499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 5 6 8 9 -1 -8 11 29 -13 14 16 18 17 -12 19 21 -20 -16 23 -19 25 -24 -23 -22 -25 -2
right_child=2 -3 3 -5 -6 -7 7 -9 -10 -11 13 12 -14 -15 15 -17 -18 22 20 -21 27 26 24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.00027956891898065807 -0.00048218145915914493 -0.00065930561610945957 0.00083357350248843432 1.7743068835415848e-05 -0.00052710310491319338 0.00057398055854719133 0.00045912405592389409 -0.0009407980815487227 0.0005962699214450834 -0.00033839772588566342 0.0012322259355145931 0.00057787212601397183 -0.0016126292363465343 -0.00053824343178902109 0.00083128838756238118 -0.00080315411625498973 0.00096141595952963876 0.00090878547693137076 0.00086838571249459441 -0.001008890354326771 -0.00032028989885207813 0.00034536848368588841 0.0006909909033614289 -0.00055241840981623341 -0.00080597785468293861 -0.00050359376182314015 -0.00058881957666017119 0.00047871418507947099 0.00019751100061351763 1.438556601550169e-06
leaf_weight=25 23 27 25 33 27 20 20 23 41 33 22 20 22 23 20 27 31 25 34 24 34 20 24 21 26 31 20 21 34 2345
leaf_count=25 23 27 25 33 27 20 20 23 41 33 22 20 22 23 20 27 31 25 34 24 34 20 24 21 26 31 20 21 34 2345
internal_value=0 -0.000123697 9.19746e-06 0.000369394 -4.71816e-05 3.28053e-05 -4.34166e-05 -0.000310829 0.000264513 -3.74461e-05 1.85941e-06 -1.31275e-05 -0.000569533 8.45101e-05 0.000119108 -2.72676e-05 0.000255907 0.000136394 9.38245e-05 -0.000148293 0.00032234 0.000195946 -1.33467e-05 0.000222928 -0.000246704 1.76795e-05 -0.000121726 -1.52156e-05 -8.88257e-05 -3.25877e-06
internal_weight=0 216 2905 58 189 162 142 76 66 53 2847 2410 42 437 414 200 214 183 173 84 89 60 161 80 81 55 40 55 55 2368
internal_count=3121 216 2905 58 189 162 142 76 66 53 2847 2410 42 437 414 200 214 183 173 84 89 60 161 80 81 55 40 55 55 2368
is_linear=0
shrinkage=0.1


Tree=1832
num_leaves=31
num_cat=0
split_feature=12 130 12 15 142 11 33 31 33 9 10 123 31 2 1 2 376 0 1420 16 0 3 3 8 376 4 40 13 0 16
split_gain=0.000313731 0.000888239 0.00037364 0.000976632 0.000723454 0.000555981 0.000493328 0.00105111 0.000460875 0.00052375 0.000626255 0.00127582 0.000896309 0.000910805 0.00071642 0.000847834 0.000614104 0.000731147 0.000875178 0.00161925 0.00109013 0.000807234 0.000580877 0.000501074 0.000435897 0.0013732 0.000794285 0.000500335 0.00296672 0.00086777
threshold=0.23631000000000002 -0.22562499999999999 0.12757000000000002 -0.068899999999999975 -0.057499999999999989 -0.014494999999999999 0.085305000000000006 -0.051829999999999994 -0.044254999999999996 0.088235000000000022 -0.0087699999999999983 0.083805000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.15618500000000002 0.14122000000000004 0.089985000000000023 0.12500000000000003 0.056520000000000008 0.6352000000000001 0.10455500000000001 -0.116045 0.14121000000000003 0.091215000000000004 0.081970000000000015 1.0000000180025095e-35 -0.083564999999999987 -0.17933499999999997 -0.14116499999999996 -0.087874999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 8 -8 -7 10 11 -10 -12 -14 15 16 17 18 19 20 24 -19 -17 -11 26 -26 -15 28 -28 -30
right_child=-2 2 3 -5 5 6 7 -9 9 23 12 -13 13 14 -16 22 -18 21 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00059638880100101237 -0.00036796692090675884 0.00056164336350301037 -0.00079993501726892738 3.5286246849777639e-05 -0.00050221148509411832 0.00048558578419033438 0.0001520158517884002 -0.00086094075057189905 0.00074101835780311382 -0.00069214892462782923 -0.00055131311059210871 -0.00013182538625022228 0.00062089510623385049 -0.00062010563089556639 -0.00059415192401502282 7.4220004524139585e-05 -0.00052825345747723157 4.7020404627694327e-05 -0.00064847573992751891 0.00067524097710182623 -0.00058062172853775944 0.00081408833964656958 0.00067704940672903781 7.2388154512736944e-06 0.00089688640700409281 -0.00021039478039407792 -0.001299679069488775 5.671214757009519e-06 0.0006480206787819044 -0.00017770269070751968
leaf_weight=25 23 23 21 42 22 20 21 20 34 21 29 33 24 21 20 33 22 34 21 35 33 23 31 20 21 24 20 2350 20 35
leaf_count=25 23 23 21 42 22 20 21 20 34 21 29 33 24 21 20 33 22 34 21 35 33 23 31 20 21 24 20 2350 20 35
internal_value=0 2.73185e-06 -2.09777e-06 -0.000243121 2.9469e-06 -1.35508e-06 2.36122e-06 -0.000342109 7.19135e-06 3.89662e-06 8.97874e-06 0.00031111 1.73882e-06 7.53517e-06 2.16855e-06 6.54843e-06 -2.10847e-06 2.28106e-06 -5.54557e-06 -2.69468e-07 -9.63669e-06 0.000356539 0.000366215 -0.000350984 -2.07246e-06 0.000306336 -7.74637e-06 -2.44347e-06 -0.000256703 0.00012256
internal_weight=0 3098 3073 63 3010 2987 2965 41 2924 2904 2863 67 2796 2767 2743 2723 2659 2637 2580 2559 2524 57 64 41 2491 45 2446 2425 75 55
internal_count=3121 3098 3073 63 3010 2987 2965 41 2924 2904 2863 67 2796 2767 2743 2723 2659 2637 2580 2559 2524 57 64 41 2491 45 2446 2425 75 55
is_linear=0
shrinkage=0.1


Tree=1833
num_leaves=31
num_cat=0
split_feature=33 1429 16 12 475 9 16 1 121 50 50 475 1429 3 52 474 1456 0 1456 403 1456 1456 0 0 1420 156 475 51 1371 151
split_gain=0.000361001 0.000304209 0.000687454 0.00159897 0.000719225 0.000426651 0.00232007 0.000721601 0.000902736 0.000767292 0.00189618 0.000861053 0.00157011 0.000693159 0.000925835 0.000485875 0.000807816 0.00124807 0.00112058 0.0020655 0.000571187 0.000973048 0.00109636 0.000793773 0.000537272 0.00113806 0.000543687 0.00366036 0.00189188 0.0015325
threshold=-0.009184999999999997 0.12521000000000002 0.63167000000000006 0.090695000000000012 0.12365000000000002 0.091600000000000015 -0.42170999999999997 0.16540500000000002 -0.094339999999999993 -0.099524999999999988 -0.24464999999999995 0.016915000000000003 -0.047929999999999993 -0.078084999999999988 -0.013374999999999998 0.11134000000000001 0.10880000000000002 -0.080689999999999984 0.091180000000000011 -0.56738999999999995 0.085405000000000023 0.081770000000000023 -0.089964999999999976 -0.084889999999999979 -0.083279999999999979 -0.077649999999999983 -0.085774999999999976 -0.085734999999999992 0.083235000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 8 -2 10 13 15 -13 -10 -15 16 18 -18 19 -11 21 24 -23 -22 -21 -26 27 29 -28 -27
right_child=1 -3 3 -5 -6 6 -8 -9 9 11 -12 12 -14 14 -16 -17 17 -19 -20 20 23 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.00033955142843619652 -0.00065919185789035896 0.00039214817290485372 0.00018288028214181611 -0.00077338601230520811 0.00050369421871186335 -0.00046285176345997538 0.00088204692824390442 0.00059681244776584215 -0.00046444370411336422 -0.00093134247193423425 0.0011199245093155782 -0.00096501797782436302 0.00011416626033938624 -0.0002332942170323804 0.000717384966888598 0.00037346511530546089 0.00011452034689552551 -0.00096326645791784617 0.00053210392107781116 -0.00040609945390315263 4.0787233211587941e-05 2.7406486597101318e-05 -0.0010196636931505054 0.0007822717296552252 0.0006915589407678151 0.00087827244016807542 -1.7550787885346324e-06 -0.0012722460571094416 0.00076078484452216696 -0.0001636095677326921
leaf_weight=31 21 20 34 36 29 23 29 20 20 24 21 26 28 20 21 34 21 22 39 32 42 20 20 22 24 20 2316 25 33 48
leaf_count=31 21 20 34 36 29 23 29 20 20 24 21 26 28 20 21 34 21 22 39 32 42 20 20 22 24 20 2316 25 33 48
internal_value=0 3.40649e-06 8.73975e-07 -0.000308914 8.10236e-06 3.26487e-06 0.000287188 -1.79302e-06 -5.92276e-06 -1.15603e-06 0.00030035 -9.9985e-06 -0.000405441 1.82021e-05 0.000253639 -2.21079e-06 -6.92755e-06 -0.000436905 1.01834e-08 -7.8922e-06 6.25406e-07 -6.81471e-06 -0.000496129 0.000295673 1.02058e-06 6.30356e-06 -4.31132e-07 -0.000237569 8.95749e-06 0.000142826
internal_weight=0 3090 3070 70 3000 2971 52 2919 2899 2878 82 2796 54 61 41 2742 2708 43 2665 2626 2602 2538 40 64 2498 2466 2442 93 2349 68
internal_count=3121 3090 3070 70 3000 2971 52 2919 2899 2878 82 2796 54 61 41 2742 2708 43 2665 2626 2602 2538 40 64 2498 2466 2442 93 2349 68
is_linear=0
shrinkage=0.1


Tree=1834
num_leaves=31
num_cat=0
split_feature=46 44 12 130 1 1 15 51 15 1420 1 0 457 13 34 9 43 3 9 160 43 14 1 159 474 43 16 159 47 131
split_gain=0.000312797 0.000529284 0.00039134 0.000749281 0.000414322 0.0027756 0.00263501 0.00563377 0.00382525 0.00152051 0.00142745 0.00104903 0.000898146 0.00104733 0.000853044 0.00130373 0.000765386 0.00132348 0.00129321 0.00163229 0.000920782 0.00103164 0.000952935 0.000822865 0.00146437 0.00111673 0.00110677 0.000722632 0.000785247 0.000688808
threshold=0.096120000000000011 0.082070000000000018 0.23631000000000002 -0.22461999999999996 0.10337500000000001 0.107145 -0.015039999999999998 -0.063174999999999995 -0.090344999999999995 1.0000000180025095e-35 0.10781 -0.23194499999999998 0.091015000000000013 0.10935500000000002 -0.057544999999999992 0.086220000000000005 -0.05647499999999999 -0.14847999999999997 0.09055500000000001 0.089015000000000011 0.097930000000000017 -0.36617499999999997 0.11282000000000002 -1.0000000180025095e-35 0.032465000000000008 -0.077824999999999991 0.10994000000000002 0.088800000000000004 0.12119500000000001 0.09172000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 6 8 -8 -6 11 -7 -5 13 16 -13 -16 23 -18 19 20 21 -19 -23 -12 25 26 -25 28 -24 -27
right_child=-2 -3 -4 4 5 10 7 -9 -10 -11 12 14 -14 -15 15 -17 17 18 -20 -21 -22 22 27 24 -26 29 -28 -29 -30 -31
leaf_value=0.00052747653691632751 0.00029726805647702092 -0.00050369640812277796 -0.00043014778666907832 0.0006682963417915744 -0.00074355038858343371 0.00071166256488400649 -0.0001748203105567622 -0.0023723070263804401 0.00098292319092988271 0.00088622833485715088 0.00047491164473087894 0.00053350481806167707 -0.0004961350446309724 -0.0004632333419024127 4.0578913688862834e-06 -0.0007875228220308643 0.00078592742267515395 0.00088527968764537954 -0.00067860146256862211 -0.00069396641920320694 -0.00023027480765449584 0.00081056120106950404 -0.00025778024881017498 -7.3058450937099853e-05 -0.00096678630332462483 -0.00011342943497848783 0.0006497772884488639 0.00058713110990103582 0.00045098407717887313 -0.00092429223237559203
leaf_weight=27 35 21 21 24 33 28 28 20 21 20 23 30 37 42 2258 21 31 30 20 20 32 23 54 87 20 22 28 23 22 20
leaf_count=27 35 21 21 24 33 28 28 20 21 20 23 30 37 42 2258 21 31 30 20 20 32 23 54 87 20 22 28 23 22 20
internal_value=0 -3.37148e-06 5.65262e-08 3.02443e-06 -1.66905e-06 -7.14293e-05 -0.000551342 -0.00109044 -7.2144e-05 1.80168e-05 1.56723e-05 1.05739e-05 -2.08216e-05 1.45639e-05 3.7375e-06 -3.23618e-06 5.86683e-05 0.000173531 8.87798e-05 0.000164013 0.000257272 0.000359913 0.000230725 -8.77819e-05 -0.0001609 -5.82396e-05 0.000102936 9.60155e-05 -5.26116e-05 -0.000499555
internal_weight=0 3086 3065 3044 3017 664 102 48 54 2353 562 2333 534 497 2309 2279 455 255 224 204 184 152 122 200 177 157 115 99 76 42
internal_count=3121 3086 3065 3044 3017 664 102 48 54 2353 562 2333 534 497 2309 2279 455 255 224 204 184 152 122 200 177 157 115 99 76 42
is_linear=0
shrinkage=0.1


Tree=1835
num_leaves=31
num_cat=0
split_feature=472 1425 1426 43 132 393 43 43 34 43 484 481 42 43 42 42 403 43 401 1210 52 9 133 2 51 13 16 4 13 133
split_gain=0.000308709 0.000297268 0.000426575 0.000332047 0.00522325 0.00899507 0.00509876 0.00156182 0.00157046 0.00137722 0.00543472 0.00660031 0.0035381 0.00205499 0.00189832 0.00192889 0.00164672 0.00198105 0.00118717 0.00128708 0.0011214 0.00185294 0.00163627 0.00311706 0.00453832 0.00398749 0.00405894 0.00331447 0.00310244 0.00136494
threshold=-0.39904999999999996 0.10129000000000002 1.0000000180025095e-35 -0.011694999999999999 -0.083284999999999984 0.11146500000000002 -0.010739999999999998 -0.0095349999999999983 -0.057544999999999992 -0.032879999999999993 -0.081614999999999979 -1.0000000180025095e-35 0.090990000000000015 -0.040344999999999992 0.075730000000000006 -0.089234999999999995 -0.53960999999999981 -0.04652499999999999 0.11769000000000002 -0.08453999999999999 0.0031350000000000002 0.091905000000000014 -0.020859999999999997 0.09678500000000001 0.045645000000000005 -0.088854999999999976 -0.026164999999999997 -0.072334999999999997 -0.080519999999999994 -0.012979999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 9 -5 -8 -9 13 -11 -12 14 16 15 -13 -6 18 19 -18 21 -10 -22 24 25 -24 29 -25 -29 -27
right_child=1 -3 -4 6 5 -7 7 8 20 10 11 12 -14 -15 -16 -17 17 -19 -20 -21 22 -23 23 27 -26 26 -28 28 -30 -31
leaf_value=0.00038211910564097621 0.0011701945576649637 -0.0003329526544634805 0.00039604464244028485 -0.0016249602159950881 0.00072516514655944779 -0.0021085281830164606 0.00070949119459516531 0.00080524598544632849 6.03025247297677e-05 -0.001090657153500892 0.0022462357761105522 -0.00041731025345283207 0.0013212295991252177 -0.00071982260866580196 -0.00090733644552528866 0.00074228498974662218 -0.00077401632068878302 -0.0009642876573793945 0.00076045586178051538 1.4903001848757427e-05 1.6482535906447995e-05 -0.00074133361049462116 0.00081983766629656948 0.00093059704370261902 -0.0019918428988949881 -0.0010872749326517805 -0.0019054820389664247 -0.0013502837880514564 0.00012767885066806436 -0.00014903825704359276
leaf_weight=21 39 27 27 20 32 20 29 22 742 23 20 26 24 39 20 32 21 21 21 1355 256 30 22 32 21 20 21 20 49 69
leaf_count=21 39 27 27 20 32 20 29 22 742 23 20 26 24 39 20 32 21 21 21 1355 256 30 22 32 21 20 21 20 49 69
internal_value=0 -2.58855e-06 3.14101e-07 -3.19369e-06 2.63222e-05 -6.49437e-07 -4.01267e-05 -1.63482e-05 -3.24904e-05 2.51508e-05 0.000319348 0.000585168 0.000259469 -3.49835e-06 -6.72266e-05 0.000222466 1.57683e-05 -2.40651e-07 1.42511e-05 2.86281e-06 -4.68665e-05 2.91509e-05 -0.000161936 -0.000341759 -0.000626383 -0.00040915 -0.000654948 8.94029e-05 -0.000300716 -0.000359878
internal_weight=0 3100 3073 3046 1693 1654 1353 1333 1304 1634 145 122 102 1489 78 58 1450 1418 1397 1376 1282 772 510 254 153 132 110 101 69 89
internal_count=3121 3100 3073 3046 1693 1654 1353 1333 1304 1634 145 122 102 1489 78 58 1450 1418 1397 1376 1282 772 510 254 153 132 110 101 69 89
is_linear=0
shrinkage=0.1


Tree=1836
num_leaves=31
num_cat=0
split_feature=132 1203 393 2 48 131 400 42 403 130 131 131 128 38 15 130 39 2 4 15 15 43 42 39 39 403 12 3 1208 1209
split_gain=0.00031932 0.000822952 0.000744453 0.00148019 0.000486325 0.00155804 0.0011048 0.000921707 0.00181443 0.000693516 0.000376035 0.000422114 0.000415679 0.000827254 0.000435223 0.000903383 0.0013457 0.00164554 0.000852278 0.00155991 0.000771871 0.000753385 0.000687614 0.000648336 0.000845677 0.000565004 0.00210084 0.00138448 0.00123135 0.000479544
threshold=-0.083449999999999983 0.089005000000000015 0.098330000000000015 0.088055000000000008 0.086125000000000021 -0.076979999999999979 0.11741500000000001 -0.021469999999999996 -0.084674999999999986 0.086750000000000008 0.13602500000000003 0.12681500000000004 0.11976500000000002 0.10914000000000001 0.11728000000000001 -0.22461999999999996 0.10940500000000002 0.10005000000000001 -0.069999999999999993 0.11923500000000002 0.11601500000000002 -0.08076499999999999 0.09796500000000001 0.10484500000000001 0.096775000000000014 -0.53960999999999981 0.092355000000000007 -0.085384999999999975 0.098655000000000007 -0.087714999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 5 -1 7 9 -9 -7 11 12 13 14 15 -2 20 -18 -16 -20 23 -21 -23 24 25 26 27 -17 29 -27
right_child=2 -3 3 -5 -6 6 -8 8 -10 -11 -12 -13 -14 -15 18 16 17 -19 19 21 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00075989413987069088 -0.00058235706744232672 -0.00066938828288887935 0.00088647208349020403 -0.00024856572446878999 -0.00045043584227991796 -0.00074854077372167799 -0.00080016819061711441 -0.00024541913067771342 0.00081238670484913935 -2.5430019094427637e-05 0.00032799530782670318 -0.00045958797727962524 0.00043442656804638154 -0.00062723200729427242 -0.00025414981087984364 0.0003589794361254289 -4.9647568637738012e-05 0.0011096013211120712 0.0010350522241028756 0.00045681805773384462 -0.00062973572988994425 -0.00038894228919941401 0.00032450902098472319 -0.00054650153562595897 0.00048683435743441806 0.0003439973835300311 0.00087304496137221579 -0.00080356918857432907 -0.00064275020136377752 -1.4154388139168618e-05
leaf_weight=24 27 24 27 20 26 21 20 34 31 36 35 20 22 21 37 21 25 24 23 39 20 35 22 22 35 38 32 20 31 2309
leaf_count=24 27 24 27 20 26 21 20 34 31 36 35 20 22 21 37 21 25 24 23 39 20 35 22 22 35 38 32 20 31 2309
internal_value=0 -0.000117304 8.72208e-06 0.000403477 -4.82934e-05 1.46927e-05 -0.000111257 1.67951e-06 0.000259073 -0.000291839 2.2303e-06 -1.80858e-06 1.45777e-06 -1.96737e-06 2.79008e-06 -6.9294e-06 -9.00473e-07 0.000518148 0.000165031 0.000295364 -1.09611e-05 0.000118147 -0.000113575 -6.02673e-06 -1.24377e-06 -8.21347e-06 0.000265817 -0.000208117 -1.66257e-05 -8.3556e-06
internal_weight=0 216 2905 47 192 166 142 122 65 57 2858 2823 2803 2781 2760 2604 2577 49 156 119 2528 96 57 2508 2486 2451 73 41 2378 2347
internal_count=3121 216 2905 47 192 166 142 122 65 57 2858 2823 2803 2781 2760 2604 2577 49 156 119 2528 96 57 2508 2486 2451 73 41 2378 2347
is_linear=0
shrinkage=0.1


Tree=1837
num_leaves=31
num_cat=0
split_feature=132 132 16 131 402 402 1210 1208 1208 403 1210 402 1212 1212 1201 1203 133 133 132 132 15 133 160 403 1213 403 1213 1210 1209 1210
split_gain=0.000332628 0.00113493 0.000852015 0.00042328 0.000425377 0.000549199 0.000535649 0.000399502 0.00142094 0.000700363 0.00226052 0.00077793 0.000471368 0.000613438 0.000615518 0.000607444 0.000499294 0.000625982 0.000500407 0.0020655 0.00110525 0.000869502 0.00143587 0.000747234 0.000512424 0.00194395 0.00106524 0.00114214 0.000801402 0.00085214
threshold=-0.44750499999999993 -0.41127499999999995 0.67964000000000013 0.13602500000000003 -0.47157999999999994 -0.45454999999999995 0.15724500000000002 0.10837500000000001 0.098655000000000007 -0.5335399999999999 -0.053799999999999994 0.31115000000000004 0.12799000000000002 0.11006000000000002 -0.08126499999999999 -1.0000000180025095e-35 0.31868000000000002 0.26753000000000005 0.093160000000000007 0.090050000000000005 -0.070929999999999979 -0.0036349999999999998 0.010565000000000001 0.025280000000000004 -0.09411499999999999 0.109085 -0.087969999999999979 -0.083289999999999989 -0.069599999999999981 -0.052634999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 9 10 -7 12 13 14 -11 -16 17 18 19 24 -21 23 -23 -20 25 -17 -26 -28 -29 -30
right_child=1 2 -4 -5 5 6 -8 -9 -10 11 -12 -13 -14 -15 15 16 -18 -19 21 20 -22 22 -24 -25 26 -27 27 28 29 -31
leaf_value=-0.0003022101075556647 0.00073616790108471403 -0.00038165563972393887 -0.00055059443922281009 0.00034442659618636959 0.00038606189895585273 0.001178671578167095 -0.00040852528080108645 0.00042737568887373938 -0.00076662533053119361 -0.00048112576052797241 -0.00012032434083143803 -0.00062251324998214847 -0.00039765490359498253 0.00050072530610486871 0.00054350119815873242 0.00078477693381361091 0.0003634674545058883 -0.0005328069827307693 -0.00051908951158427801 -0.00020388767311704301 -0.0012426067038904876 0.0008445198767156782 -0.00014347859438809489 0.00022341905835977137 -0.00052324012780072509 -8.5648900091958558e-05 0.00073790215364646266 0.0005601141387596726 -0.00047257574434087689 -1.0506942276520391e-06
leaf_weight=36 21 29 28 36 37 21 32 22 24 26 37 20 29 25 21 39 38 22 23 21 20 38 24 33 39 75 21 25 39 2220
leaf_count=36 21 29 28 36 37 21 32 22 24 26 37 20 29 25 21 39 38 22 23 21 20 38 24 33 39 75 21 25 39 2220
internal_value=0 3.52659e-06 -1.49477e-06 3.56939e-06 -5.20899e-07 3.19937e-06 -1.62883e-06 2.85797e-06 -3.84871e-07 6.05412e-06 0.000350002 -1.0756e-06 3.39839e-06 7.62922e-06 3.10374e-06 7.77015e-06 3.56756e-06 -1.61479e-06 2.85072e-06 -6.65134e-06 -0.00071058 0.000204085 0.000462069 -8.15398e-05 5.09035e-06 0.000212128 -4.97891e-06 3.78994e-06 -2.95978e-06 -9.19123e-06
internal_weight=0 3085 3064 3036 3000 2971 2934 2902 2880 2856 58 2798 2778 2749 2724 2698 2677 2639 2617 2499 41 118 62 56 2458 114 2344 2305 2284 2259
internal_count=3121 3085 3064 3036 3000 2971 2934 2902 2880 2856 58 2798 2778 2749 2724 2698 2677 2639 2617 2499 41 118 62 56 2458 114 2344 2305 2284 2259
is_linear=0
shrinkage=0.1


Tree=1838
num_leaves=31
num_cat=0
split_feature=132 1185 15 0 13 16 130 400 403 1185 1212 51 51 51 51 51 12 51 1374 1375 51 43 42 51 4 0 0 4 42 403
split_gain=0.000281114 0.000884872 0.000802285 0.00059242 0.00104098 0.000796152 0.000825818 0.000677558 0.000832771 0.000326412 0.000688881 0.000289355 0.0014388 0.00247403 0.00134812 0.0012202 0.00184054 0.00116784 0.000950513 0.000604343 0.000648123 0.00594478 0.00241786 0.000760111 0.000567516 0.00344088 0.00728726 0.00225159 0.0034955 0.00181278
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.073309999999999986 0.056795000000000005 -0.081299999999999983 0.087380000000000013 -0.08725999999999999 -0.084674999999999986 0.085905000000000009 0.087210000000000024 0.10027500000000002 0.095820000000000016 0.094075000000000006 0.090560000000000015 0.11144500000000002 0.087695000000000009 0.089355000000000004 -0.24112999999999998 0.097315000000000026 0.078435000000000019 -1.0000000180025095e-35 0.086555000000000007 0.012085000000000002 -0.085719999999999977 -0.082724999999999979 -0.08841499999999998 -0.084369999999999987 0.085730000000000015 -0.11087499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 -9 11 -11 12 13 14 17 16 -13 18 -3 20 23 22 -22 24 25 26 -20 28 -26 -27
right_child=1 9 -4 -5 -6 -7 -8 8 -10 10 -12 15 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 27 29 -28 -29 -30 -31
leaf_value=0.00043561587067828943 0.00065507794552970499 -0.00069747954607009884 -0.00058937851029137772 -0.00046754287236749578 0.00069548432754042253 0.00033454352738580817 -0.00067639901988311778 -0.00060671868933630854 0.00015786020300985349 -4.7599800907644549e-05 0.00063570696802344178 -1.9833226517597537e-05 -0.00072473109363012812 0.0011038679889679771 -0.00059611886498691421 -8.7491146612158388e-06 0.0011510148868837859 0.00063859830219631223 9.3919821206088136e-05 0.00047427585316024939 0.0011296560484749666 -0.0016589101657948713 -0.00037047231101248394 0.0004541848750098628 -7.7286827843636285e-05 0.00087522519799835142 -0.0020787489544510699 -4.6723483440604555e-06 0.0016963947348995136 -5.2191451536528473e-05
leaf_weight=22 21 20 30 27 21 38 27 28 29 36 25 29 28 20 39 218 25 28 38 26 21 22 22 36 25 23 26 1899 20 252
leaf_count=22 21 20 30 27 21 38 27 28 29 36 25 29 28 20 39 218 25 28 38 26 21 22 22 36 25 23 26 1899 20 252
internal_value=0 8.30513e-06 -0.000108453 -3.33085e-05 3.7748e-05 -5.81719e-05 -0.000198957 -3.57801e-05 -0.000217722 3.5858e-06 0.000232444 -1.36995e-06 -1.18476e-05 -3.91719e-06 -1.27901e-05 9.66651e-05 0.000522226 -3.5347e-06 -1.09338e-05 -5.23629e-06 -1.04659e-05 -0.000321902 0.000362149 -1.73652e-06 -8.92582e-06 -0.00012832 -0.000788727 1.18945e-05 0.000711016 2.53743e-05
internal_weight=0 2899 222 192 165 144 106 79 57 2878 61 2817 2545 2517 2497 272 54 2458 2430 2410 2384 65 43 2319 2283 339 64 1944 45 275
internal_count=3121 2899 222 192 165 144 106 79 57 2878 61 2817 2545 2517 2497 272 54 2458 2430 2410 2384 65 43 2319 2283 339 64 1944 45 275
is_linear=0
shrinkage=0.1


Tree=1839
num_leaves=31
num_cat=0
split_feature=97 30 96 34 38 376 12 2 13 3 10 4 45 1 1 0 2 12 12 43 52 52 2 1 4 0 1 51 4 51
split_gain=0.000295848 0.000634303 0.000473852 0.000768726 0.000353323 0.000503965 0.000868556 0.00038045 0.00261388 0.00072022 0.000456934 0.00256457 0.000538637 0.000558957 0.000726366 0.000703393 0.00123972 0.000416623 0.0035227 0.00375002 0.0010817 0.0017508 0.00177677 0.00132902 0.00105217 0.00103076 0.00122058 0.00160353 0.00382725 0.00332096
threshold=-0.086464999999999986 0.096890000000000018 0.083725000000000008 -0.080814999999999984 0.10657000000000001 -1.0000000180025095e-35 -0.07983999999999998 -0.080614999999999978 -0.087324999999999986 -0.023499999999999997 -1.0000000180025095e-35 0.053180000000000012 0.094030000000000016 0.15799000000000005 0.13501500000000002 -0.050064999999999991 0.14445500000000003 0.080890000000000017 0.082850000000000021 -0.008069999999999999 0.10744000000000002 0.08257500000000001 0.082275000000000015 0.083135000000000014 0.08184000000000001 -0.26343999999999995 0.087325000000000014 0.092545000000000016 0.0045450000000000013 0.085720000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -7 -10 11 -9 13 14 17 16 -16 20 19 -19 21 22 -12 -22 -25 -24 -27 29 -29 -28
right_child=1 -3 -4 4 -6 7 -8 10 9 -11 12 -13 -14 -15 15 -17 -18 18 -20 -21 23 -23 25 24 -26 26 27 28 -30 -31
leaf_value=-0.00034974583395523955 -0.00050940410243735339 0.00050438046356430274 0.00035433197902150557 -0.00080955905196744777 0.00032983124856400536 0.0012008302067988553 1.8101251862390202e-05 -0.000933730529167016 -0.00042783862002331507 0.00033266011276282374 0.00083344972039002096 0.00052816720368961494 -0.00040078867847720786 0.00050766986804030075 -0.0011125188619535906 0.00015131208085222172 -2.5927207233118159e-05 -8.3496793237058085e-05 9.116086612556864e-06 -0.0019048497523181142 -0.00077243578154593704 0.0010031104938167594 -0.00051656171328431813 0.0005869933247595327 -0.00033714836213870775 -0.00018520149838265846 0.00019717329813662734 -0.0013436630606884136 0.00052938479714915347 0.0015033257586765103
leaf_weight=24 30 25 37 21 32 20 32 28 33 20 31 21 33 22 21 20 21 26 2129 20 30 23 30 22 28 107 169 20 24 22
leaf_count=24 30 25 37 21 32 20 32 28 33 20 31 21 33 22 21 20 21 26 2129 20 30 23 30 22 28 107 169 20 24 22
internal_value=0 2.71033e-06 -1.37227e-06 -5.70869e-06 -6.80122e-07 -4.23759e-06 -0.00030984 1.30929e-06 0.000226728 -0.000140858 -4.47067e-06 -0.000307203 8.30931e-07 5.62422e-06 1.59761e-06 -0.000336792 -0.000569223 9.42311e-06 -9.5907e-06 -0.000875389 9.11524e-05 0.000154513 0.000106082 -0.000246242 6.9474e-05 4.54678e-05 9.47686e-05 0.000222244 -0.000322001 0.00034762
internal_weight=0 3097 3072 3035 3005 2973 53 2920 73 53 2847 49 2798 2765 2743 62 42 2681 2175 46 506 426 403 80 50 372 342 235 44 191
internal_count=3121 3097 3072 3035 3005 2973 53 2920 73 53 2847 49 2798 2765 2743 62 42 2681 2175 46 506 426 403 80 50 372 342 235 44 191
is_linear=0
shrinkage=0.1


Tree=1840
num_leaves=31
num_cat=0
split_feature=1375 42 457 1 457 456 1374 1371 151 150 150 447 150 151 0 151 1375 147 447 150 160 48 2 2 52 2 1447 42 133 2
split_gain=0.000284802 0.00140162 0.0011493 0.00159423 0.000520787 0.000551285 0.000506453 0.000541818 0.00109279 0.000682325 0.000570205 0.00139243 0.000505195 0.000647844 0.000634429 0.000520162 0.000449977 0.000439887 0.000748832 0.000458616 0.00122518 0.000477407 0.000457617 0.00351951 0.00389587 0.00292973 0.00120816 0.00150601 0.00133991 0.00227391
threshold=0.08517000000000001 0.088380000000000014 -0.107555 0.088875000000000023 0.51278000000000012 -0.11319999999999998 -0.096434999999999979 0.086910000000000015 0.13340000000000005 0.12416000000000001 0.11117000000000002 0.089595000000000022 0.10348 0.095500000000000015 -0.24955499999999997 0.084350000000000008 0.084145000000000011 0.094075000000000006 0.087750000000000009 0.087170000000000011 0.088020000000000015 0.092475000000000016 0.090935000000000016 0.090175000000000019 0.084735000000000019 0.091265000000000013 -0.073059999999999986 0.086730000000000015 -0.084614999999999982 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1 -7 8 9 10 12 -12 13 14 -8 16 17 18 19 22 21 -21 23 -16 -25 -24 27 -27 -28 -30
right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 11 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 25 24 -26 26 28 -29 29 -31
leaf_value=-0.00049700229918182067 0.00026219348772428932 0.00054646599642832634 -0.00017408399848312502 -0.0013025442360057719 0.00049006340946520642 -0.00045209726619456589 0.0005041039721058601 0.00047270235279574995 -0.00068140194204676415 0.00059268895187415183 -0.00095460334864799822 6.0033287062603783e-05 0.00037515361159182106 -0.00052047311594082121 -1.5532766466623307e-05 0.00050358047249444233 0.00047656106034992267 -0.00044485277189365162 0.00052811211030024828 0.00020191726290957174 0.00091162241937126965 -0.00037551425990559875 0.0011837549142497169 -3.6545733153751051e-05 -0.0017876013051136399 9.315031028173897e-05 -0.00021042027765573874 -0.00093503871226105191 0.00048250654063010661 2.4184254990585163e-05
leaf_weight=22 20 21 31 21 22 24 26 25 23 20 21 38 38 23 1467 21 20 22 27 45 20 21 22 27 24 28 171 29 129 673
leaf_count=22 20 21 31 21 22 24 26 25 23 20 21 38 38 23 1467 21 20 22 27 45 20 21 22 27 24 28 171 29 129 673
internal_value=0 -0.00017237 -0.00038203 -0.000629808 5.29406e-06 1.74618e-06 5.42328e-06 9.1329e-06 5.18427e-06 1.06072e-05 6.58171e-06 -0.000301109 1.29897e-05 8.06578e-06 1.24512e-05 7.79608e-06 3.97536e-06 4.81195e-07 4.13283e-06 -1.19376e-06 0.000225964 1.81891e-05 -8.79516e-06 -4.39234e-05 -0.000860572 4.18937e-05 1.75044e-05 -0.000429963 4.37179e-05 9.79044e-05
internal_weight=0 93 72 52 3028 3006 2984 2960 2935 2912 2892 59 2833 2795 2772 2746 2725 2705 2683 2656 86 66 2570 1518 51 1052 1030 57 973 802
internal_count=3121 93 72 52 3028 3006 2984 2960 2935 2912 2892 59 2833 2795 2772 2746 2725 2705 2683 2656 86 66 2570 1518 51 1052 1030 57 973 802
is_linear=0
shrinkage=0.1


Tree=1841
num_leaves=31
num_cat=0
split_feature=1210 1210 13 402 1209 1209 1210 403 42 402 403 1203 4 403 131 1203 131 160 132 132 105 34 97 13 9 1 3 0 0 12
split_gain=0.000264816 0.000403618 0.000895413 0.00176809 0.00064832 0.000543485 0.000474055 0.000364278 0.00160365 0.00246362 0.000616271 0.000369334 0.000804487 0.000371048 0.000616894 0.000505835 0.000474016 0.000934347 0.000516781 0.000753144 0.00053314 0.000514988 0.00211825 0.000943654 0.000855953 0.00097858 0.000466049 0.00141419 0.00143619 0.00100928
threshold=-0.42132499999999995 -0.08453999999999999 -0.088464999999999988 -0.088189999999999991 -0.087714999999999987 -0.074484999999999982 -0.080859999999999974 -0.52641999999999989 0.085730000000000015 -0.087759999999999991 -0.45015499999999992 0.089165000000000008 -0.069389999999999993 -0.41825499999999993 0.13612500000000002 -1.0000000180025095e-35 0.11657500000000001 -1.0000000180025095e-35 0.11297500000000001 0.10859000000000001 0.079510000000000011 -0.057544999999999992 -0.079444999999999988 -0.012119999999999997 0.091905000000000014 0.13210500000000003 -0.092644999999999991 0.10455500000000001 0.051010000000000007 0.10832500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 -6 -7 8 -8 -10 -9 13 -13 -12 15 -15 18 -18 19 20 21 22 23 -17 26 -26 29 28 -28 -23
right_child=1 4 3 -5 5 6 7 10 9 -11 11 12 -14 14 -16 16 17 -19 -20 -21 -22 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0003241574394342024 -0.00068059956954259965 0.00054431642965937501 0.00068712388671448698 -0.00044811203594744096 -0.00037630324460271946 0.00042942158559946208 -0.00047293729042973028 -0.00039970890017381562 -7.6738964819994117e-05 0.0013995243003591896 0.00034466019792792697 0.00059491965294000693 -9.8806343370857317e-05 0.00044296869449317452 -0.00054885872218403083 -0.00046515149350108751 -0.00022660211480797444 0.00066185849387568002 -0.00046718115359544761 0.00060094568281783729 -0.00050525605435144505 0.00012786862758695441 0.00094281228209313532 0.00036925853001657351 -0.00090625094371321417 5.0179481622762988e-05 -3.0220816809480207e-05 -0.00068161071429847543 0.00082158958794025243 -0.00037067511875648056
leaf_weight=25 28 22 23 34 38 26 22 39 26 20 30 32 35 25 21 33 20 29 25 20 22 416 28 23 23 20 1918 33 20 45
leaf_count=25 28 22 23 34 38 26 22 39 26 20 30 32 35 25 21 33 20 29 25 20 22 416 28 23 23 20 1918 33 20 45
internal_value=0 -2.61756e-06 -0.000217515 9.96562e-06 3.44895e-06 -5.32006e-07 4.3068e-06 5.27999e-07 0.000229274 0.000565115 -4.91644e-06 5.47336e-07 0.000232525 -5.10244e-06 -8.9587e-06 -4.75948e-06 -8.94385e-06 0.000299222 -1.46941e-05 -1.03449e-05 -1.50818e-05 -1.08677e-05 0.000232639 -0.000122447 -1.91322e-05 -0.0004614 -1.13125e-05 -3.24835e-05 -2.14302e-05 7.92038e-05
internal_weight=0 3096 85 57 3011 2989 2951 2925 68 46 2857 2818 67 2751 2721 2700 2675 49 2626 2601 2581 2559 84 56 2475 43 2432 1971 1938 461
internal_count=3121 3096 85 57 3011 2989 2951 2925 68 46 2857 2818 67 2751 2721 2700 2675 49 2626 2601 2581 2559 84 56 2475 43 2432 1971 1938 461
is_linear=0
shrinkage=0.1


Tree=1842
num_leaves=31
num_cat=0
split_feature=33 9 3 34 34 33 9 4 484 1 46 45 2 0 1420 16 12 0 2 43 4 1427 1454 159 1446 1456 133 403 159 1212
split_gain=0.000297821 0.000272605 0.00118129 0.000461841 0.000608937 0.000621345 0.000462727 0.000411207 0.00317105 0.00045237 0.000508578 0.000365666 0.000349974 0.000358916 0.000819492 0.00102224 0.00145039 0.000739573 0.000586151 0.000717861 0.000435228 0.000605421 0.000689537 0.00106343 0.000469384 0.000812299 0.00260307 0.00192223 0.000630826 0.00171517
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 -0.097449999999999981 -0.084564999999999987 0.078905000000000017 -0.036024999999999995 0.53859500000000016 0.090535000000000018 0.15618500000000002 0.096120000000000011 1.0000000180025095e-35 -0.0091949999999999983 0.12500000000000003 0.056520000000000008 0.6352000000000001 0.090695000000000012 0.10455500000000001 0.11093500000000002 -0.014584999999999999 0.51164000000000009 0.089335000000000012 0.096235000000000015 -0.020314999999999996 0.11655500000000001 0.091180000000000011 0.09635500000000001 -0.56738999999999995 -0.016814999999999997 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 9 -9 10 11 12 -8 14 15 17 -17 20 19 -15 21 22 24 -24 25 27 -27 -14 29 -29
right_child=1 2 -4 4 5 -7 7 8 -10 -11 -12 -13 13 18 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00036663176354274836 0.00048027119570178919 0.00035533390882413926 -0.00060989781522948763 -0.00047463491145107486 -0.00035303602690456087 0.00052016302032153246 -0.0003716082048340468 0.0011499988871788525 -0.00044786799246341821 -0.00040209126496587746 0.00042591273252453124 -0.00039948223097978727 -0.00088810742405864103 0.00080220583246652189 -0.00062409473175648609 0.0010541092839875174 -0.00010775415326601693 -0.00045499197795935387 -0.00021913079690421002 7.3730338255934913e-05 -0.00044152467268180446 0.0004123687350430474 -0.00077180560971289104 5.822534897588687e-05 -0.00044205467945531655 -9.2032908524256643e-05 0.0012453445680545305 7.6228459175371638e-05 -8.6116817577454024e-06 0.0009563562264399176
leaf_weight=22 20 21 32 27 37 23 25 23 27 28 28 23 24 24 21 22 21 36 22 31 22 36 29 33 23 43 22 286 2066 24
leaf_count=22 20 21 32 27 37 23 25 23 27 28 28 23 24 24 21 22 21 36 22 31 22 36 29 33 23 43 22 286 2066 24
internal_value=0 -2.60275e-06 -0.000227448 1.30952e-06 -1.85612e-06 2.40031e-06 -1.60122e-06 2.8231e-06 0.000287151 -2.09776e-06 1.81689e-06 -2.37467e-06 8.75677e-07 4.21934e-06 -1.83414e-06 3.02908e-06 0.000486688 -4.83677e-06 0.000217113 0.000391611 1.37703e-06 5.14495e-06 -6.04095e-07 -0.000330015 7.6047e-06 1.18003e-05 0.000360618 2.35316e-06 1.13477e-05 0.000144367
internal_weight=0 3099 53 3046 3026 2999 2976 2939 50 2889 2861 2833 2810 2785 2708 2687 43 2644 77 55 2608 2586 2550 62 2488 2465 65 2400 2376 310
internal_count=3121 3099 53 3046 3026 2999 2976 2939 50 2889 2861 2833 2810 2785 2708 2687 43 2644 77 55 2608 2586 2550 62 2488 2465 65 2400 2376 310
is_linear=0
shrinkage=0.1


Tree=1843
num_leaves=31
num_cat=0
split_feature=402 401 1213 401 401 12 1212 1212 132 132 16 131 11 11 11 1428 475 16 11 50 51 42 159 132 43 1185 393 15 16 133
split_gain=0.000265346 0.000361818 0.00123312 0.000975599 0.000416218 0.00115185 0.000599595 0.00113231 0.000387667 0.000913603 0.000828131 0.000454298 0.000407065 0.000628106 0.000846769 0.00131027 0.000988917 0.000644722 0.00077542 0.000458295 0.00106228 0.000877337 0.000790601 0.000554551 0.00599825 0.00500428 0.001886 0.000760579 0.00132723 0.00050512
threshold=0.31278000000000006 0.11655000000000001 -0.084954999999999989 0.11186000000000001 0.10192000000000001 0.086095000000000019 0.14135500000000004 0.12799000000000002 -0.44750499999999993 -0.41127499999999995 0.67964000000000013 0.13834500000000002 0.10458500000000001 0.095720000000000013 0.090070000000000025 0.096340000000000023 -0.49524999999999991 0.62925500000000012 0.086595000000000019 -0.099524999999999988 -0.41904999999999998 0.094525000000000012 0.084250000000000005 -0.083284999999999984 -0.011694999999999999 -0.087384999999999977 0.10389500000000002 0.084655000000000022 -0.089669999999999986 -0.11008499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 8 -1 -10 11 12 13 14 15 16 -11 18 19 21 -21 22 -18 24 -22 -25 27 28 -26 -27
right_child=-2 2 -4 -5 5 -7 -8 -9 9 10 -12 -13 -14 -15 -16 -17 17 -19 -20 20 23 -23 -24 25 26 29 -28 -29 -30 -31
leaf_value=-0.00036587774489557244 0.00035426666879738195 0.00013668437018984547 -0.00072435966675553137 0.00068194631908443716 0.00030771094915551313 -0.00063424557678552133 0.00049070798140019186 -0.00069999642133631787 0.00066519221457253617 0.0007081596390344203 -0.00056983168015722191 0.00047163571511018318 0.00036515411207332249 -0.00043290711958737424 0.00053434898067886627 -0.00064626436909043889 0.00034413735359726898 -0.00056328482809476555 0.00055004793170015682 -0.00065495842695236211 0.0013954832199033263 0.00070069406129833725 -0.00041168890934204682 -0.0015863776568949108 -0.00035037102286217058 0.00015132883514252612 -0.00099021272418957037 -0.00037818417975878614 0.0006408395641483367 -1.2236098526682285e-05
leaf_weight=28 21 39 29 21 21 34 25 23 21 20 25 21 31 33 30 31 31 20 26 25 32 27 25 20 22 207 22 28 35 2148
leaf_count=28 21 39 29 21 21 34 25 23 21 20 25 21 31 33 30 31 31 20 26 25 32 27 25 20 22 207 22 28 35 2148
internal_value=0 -2.39987e-06 -0.000230526 2.71641e-06 -2.02083e-06 -0.000274589 3.05064e-06 -1.10884e-06 4.41882e-06 8.01892e-06 3.19183e-06 8.24674e-06 4.78738e-06 7.7179e-07 5.97783e-06 1.48064e-07 7.60297e-06 2.35142e-06 6.6236e-06 1.23495e-06 -6.32404e-06 0.000232467 6.71491e-06 1.26183e-07 0.000194265 -1.12361e-05 -0.000164978 4.86125e-05 0.000258267 2.14095e-06
internal_weight=0 3100 68 3032 3011 55 2956 2931 2908 2880 2859 2834 2813 2782 2749 2719 2688 2668 2648 2622 2539 83 56 2514 139 2375 107 85 57 2355
internal_count=3121 3100 68 3032 3011 55 2956 2931 2908 2880 2859 2834 2813 2782 2749 2719 2688 2668 2648 2622 2539 83 56 2514 139 2375 107 85 57 2355
is_linear=0
shrinkage=0.1


Tree=1844
num_leaves=31
num_cat=0
split_feature=472 132 1185 1203 132 49 131 133 12 399 15 1204 2 43 51 51 2 1375 481 481 4 4 51 1 133 43 48 51 51 13
split_gain=0.000302257 0.000276622 0.000822911 0.000782048 0.00050571 0.000545692 0.000597793 0.00127087 0.00108542 0.000847563 0.000551642 0.000329047 0.00131825 0.00196556 0.000395098 0.00109252 0.00448856 0.000796269 0.000718028 0.00105561 0.00130727 0.00121297 0.00122848 0.00184802 0.000724654 0.00106974 0.00138879 0.00166017 0.00181096 0.00118528
threshold=-0.39904999999999996 -0.083449999999999983 -0.083264999999999992 0.089005000000000015 -0.085099999999999981 0.10347500000000003 -0.076979999999999979 -0.37971999999999995 0.10016000000000001 0.086815000000000017 0.084370000000000014 -0.0076699999999999989 0.080205000000000012 -0.029804999999999995 0.082455000000000014 0.0038750000000000004 0.091545000000000015 1.0000000180025095e-35 -0.080074999999999993 -0.050084999999999991 0.033845000000000007 0.0045450000000000013 0.090230000000000019 0.086105000000000015 0.11101000000000001 -0.0040649999999999983 0.10096000000000001 0.11548000000000001 0.097935000000000008 -0.087184999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 8 -8 -9 -11 12 -4 -14 15 -13 -17 18 -16 -20 21 22 23 -21 25 29 27 28 -27 -24
right_child=1 2 11 -5 -6 -7 7 9 -10 10 -12 14 13 -15 17 16 -18 -19 19 20 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00037810503494083175 0.0002034412964183668 0.00058873132123456651 0.00080704060988500716 -0.00064990272512659435 0.00041867469858732965 0.00035183677859806824 -0.00022387593676934819 0.00052414749861782182 -0.0012532353628193962 5.8844496078532319e-05 -0.00058215334592387079 -1.060279418983206e-05 -0.00061635074525838722 0.00044736493942572884 -0.000383663325057434 -0.0012295991801445118 0.00049180384885403325 -0.00049007684751616227 0.00082238302953059747 5.836465847882996e-05 -0.00048119877050981715 0.00079969284041518619 0.00097188200743403286 0.0011713210206944498 -0.00052641264122465386 -0.00072756142448633914 0.0004833062174535978 -0.0011703926033806056 0.00043384051985350227 0.00012409891902241221
leaf_weight=21 33 24 25 24 21 23 21 20 20 29 25 2273 32 38 27 33 28 23 22 37 34 28 20 25 23 25 24 20 29 94
leaf_count=21 33 24 25 24 21 23 21 20 20 29 25 2273 32 38 27 33 28 23 22 37 34 28 20 25 23 25 24 20 29 94
internal_value=0 -2.56135e-06 5.61373e-06 -0.000111714 -4.44402e-05 -0.000101314 -0.000171736 -0.000279396 -0.000726002 -3.19513e-05 -0.000237914 7.20432e-07 0.000183712 -3.89051e-05 -5.56681e-06 -2.18108e-05 -0.000439447 8.23995e-05 0.000114671 0.000149987 0.000108781 0.000170502 0.000111185 0.000507137 6.72036e-06 6.45603e-05 -0.000177716 -0.000392102 -0.000103846 0.000272833
internal_weight=0 3100 2884 216 192 171 148 115 41 74 54 2860 95 70 2765 2334 61 431 408 381 359 325 297 62 235 212 98 74 54 114
internal_count=3121 3100 2884 216 192 171 148 115 41 74 54 2860 95 70 2765 2334 61 431 408 381 359 325 297 62 235 212 98 74 54 114
is_linear=0
shrinkage=0.1


Tree=1845
num_leaves=31
num_cat=0
split_feature=153 473 157 475 475 1420 1454 1429 49 1419 4 1420 484 484 475 150 484 4 42 12 1454 1429 4 12 43 158 1456 1456 1456 0
split_gain=0.000275791 0.000565676 0.00050739 0.000355264 0.000417218 0.000400291 0.000347951 0.000375351 0.000642603 0.000399105 0.0011372 0.000490715 0.000521553 0.00258991 0.0019435 0.00221013 0.00126662 0.00300384 0.00137166 0.000859504 0.000724885 0.000813275 0.000621708 0.000617764 0.000763741 0.00057635 0.0011723 0.000887752 0.00194241 0.00161108
threshold=0.086100000000000024 -0.07576999999999999 0.42235000000000006 -0.40040499999999996 -0.10664 1.0000000180025095e-35 0.12106000000000001 0.094630000000000006 -1.0000000180025095e-35 0.086505000000000012 -0.012164999999999999 -0.085109999999999991 0.085845000000000019 0.085435000000000025 -0.085734999999999992 0.10389500000000002 0.090535000000000018 -0.012889999999999999 0.094165000000000013 0.087830000000000005 0.088250000000000009 0.084855000000000014 -0.0052149999999999992 0.083535000000000012 -0.08287499999999999 -0.47144999999999992 -0.090954999999999994 -0.077769999999999992 -0.063824999999999979 -0.09515499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 9 -9 11 -11 -6 13 20 -14 16 17 -16 19 23 21 25 -22 -18 -25 -13 -27 29 -29 -28
right_child=-2 2 -4 4 5 -7 -8 8 -10 10 -12 12 14 -15 15 -17 18 -19 -20 -21 22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.00053266689181327828 -0.00034500097413199359 0.00042256520246155562 -0.00049074624188333044 -0.00037136260226058464 -0.00048447960289195181 0.0004493035963969305 0.00040605020415872181 0.00012629654811462389 -0.00064120146780624057 -0.0001234722004093263 0.00086381937435362497 0.00044239942498248204 0.0010123935619365354 -0.0010259613033849746 -7.1325231983792038e-05 -0.00088214800571617875 0.00027068944092025052 0.0014670718907754318 -0.00057433752119777641 0.00060654089993477105 -0.00069078948459743317 0.00056143036009206513 -4.5559297359432097e-05 -0.00065526559413663804 9.5399225194176497e-05 -0.00062730625621043156 -0.00030585876363329592 -0.00090403744810222037 2.3932673404466042e-07 0.00068412849911207263
leaf_weight=20 23 20 21 30 21 20 21 20 24 28 20 29 23 25 30 23 50 22 32 32 28 26 32 23 33 30 25 24 2318 48
leaf_count=20 23 20 21 30 21 20 21 20 24 28 20 29 23 25 30 23 50 22 32 32 28 26 32 23 33 30 25 24 2318 48
internal_value=0 2.56134e-06 -8.83139e-07 2.48197e-06 -2.8447e-07 3.41767e-06 4.32163e-07 -2.43971e-06 -0.000292339 1.92564e-06 0.000287899 -2.85054e-06 6.94577e-07 -1.30723e-05 0.000133483 5.09733e-05 0.000147648 0.000579535 1.55414e-05 0.000152325 -3.1808e-06 5.06286e-06 -0.000346667 1.52032e-05 -0.00021291 -7.84173e-07 -6.04075e-06 1.67684e-06 -9.02739e-06 0.000345092
internal_weight=0 3098 3078 3057 3037 3007 2987 2966 44 2922 48 2874 2853 2585 268 245 222 52 170 138 2560 2500 60 106 56 2474 2445 2415 2342 73
internal_count=3121 3098 3078 3057 3037 3007 2987 2966 44 2922 48 2874 2853 2585 268 245 222 52 170 138 2560 2500 60 106 56 2474 2445 2415 2342 73
is_linear=0
shrinkage=0.1


Tree=1846
num_leaves=31
num_cat=0
split_feature=1208 4 2 1208 403 16 402 15 42 2 4 2 159 130 130 401 0 1213 133 1204 130 12 402 1212 1212 52 2 42 1203 0
split_gain=0.000265916 0.00211963 0.00184849 0.00121341 0.000475725 0.0022469 0.000686711 0.000412938 0.000918365 0.00117223 0.000883511 0.00120938 0.000975392 0.000695917 0.000860787 0.000490186 0.00138004 0.00157393 0.000594258 0.000664923 0.000684721 0.00128809 0.000609527 0.000665035 0.00226361 0.00151722 0.00176208 0.00213814 0.000675893 0.00118805
threshold=0.10233500000000001 -0.078809999999999977 0.094215000000000007 0.089655000000000012 -0.5335399999999999 -0.079109999999999986 0.31115000000000004 0.11728000000000001 0.10194000000000002 0.14122000000000004 -0.069999999999999993 0.10327000000000001 -0.087844999999999993 -0.22562499999999999 -0.14723999999999998 -1.0000000180025095e-35 -0.072594999999999979 -1.0000000180025095e-35 0.50628500000000021 0.058775000000000008 0.12031000000000001 0.097145000000000023 -0.10234999999999998 -0.040879999999999993 -0.087464999999999987 0.087765000000000024 0.08734500000000002 0.086730000000000015 0.089005000000000015 -0.082084999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 13 10 -10 -9 12 -12 -6 -15 16 17 -16 19 20 22 -22 -17 24 25 26 27 -24 -25 -30
right_child=1 2 -4 -5 6 -7 -8 8 9 -11 11 -13 -14 14 15 18 -18 -19 -20 -21 21 -23 23 28 -26 -27 -28 -29 29 -31
leaf_value=0.0010390972931180959 0.0010202897376508364 -0.00090017210080986846 0.00045941978256450969 -0.00076164792380517446 -0.00054542463913094259 -0.00028442262495257731 -0.00058810754911974071 -0.0004716557618190438 0.0011093969276407733 8.2261494128033525e-05 8.6583347971706348e-05 -0.00034724633967984594 0.00089966311131138359 0.00063318933049837751 0.00054636512566127028 -0.00045805876405211168 -0.00080455953720957049 -0.0005613584372559158 0.00040140716236136448 -0.00058205039982567547 -0.00015316365487788889 0.00092896150202829053 -0.00050216734505099611 -9.9316117885940893e-06 0.0011131227646293828 -0.0005246176289594067 0.0010788887095441169 0.00062370961165851774 -0.00097564044699538499 5.8401483111083512e-05
leaf_weight=23 21 20 20 21 24 29 20 29 20 25 36 31 25 21 29 30 29 23 36 20 22 22 37 2354 23 35 20 31 20 25
leaf_count=23 21 20 20 21 24 29 20 29 20 25 36 31 25 21 29 30 29 23 36 20 22 22 37 2354 23 35 20 31 20 25
internal_value=0 0.000206738 -0.000220376 -4.12125e-06 1.11338e-06 0.00030098 -4.10693e-06 -1.70292e-07 0.000153075 0.000538766 9.63574e-06 0.000161347 0.000419813 -9.25229e-06 -4.61846e-06 -9.47839e-06 -0.000251838 5.64105e-05 -2.13965e-06 -7.64464e-06 -3.25819e-06 0.000387899 -9.94204e-06 -4.65972e-06 0.000202553 3.22843e-05 0.000253779 1.11001e-05 -1.72704e-05 -0.000401173
internal_weight=0 61 40 3060 3039 52 2987 2967 166 45 121 92 61 2801 2777 2756 81 52 2675 2639 2619 44 2575 2545 146 123 88 68 2399 45
internal_count=3121 61 40 3060 3039 52 2987 2967 166 45 121 92 61 2801 2777 2756 81 52 2675 2639 2619 44 2575 2545 146 123 88 68 2399 45
is_linear=0
shrinkage=0.1


Tree=1847
num_leaves=31
num_cat=0
split_feature=402 401 1209 402 1209 1210 43 43 1210 0 0 0 0 2 1212 4 12 402 12 0 15 12 16 1213 15 1212 402 3 33 481
split_gain=0.000277454 0.000352981 0.000320677 0.00208481 0.00106853 0.000294212 0.00110963 0.000347426 0.00306873 0.0021377 0.00185409 0.00212889 0.00101238 0.00108337 0.00100378 0.00320024 0.00097785 0.000912274 0.000885538 0.000776241 0.00103948 0.00281117 0.00183156 0.00189223 0.00140399 0.00071212 0.0012886 0.000704802 0.000654104 0.000647207
threshold=0.31278000000000006 0.13699500000000003 -0.084519999999999984 -0.0065149999999999991 -0.067109999999999989 0.0028200000000000005 -0.035139999999999991 0.0034250000000000005 -1.0000000180025095e-35 -0.13843999999999998 -0.10151999999999999 -0.097274999999999986 -0.088774999999999979 0.089320000000000024 -0.014129999999999998 -0.081984999999999988 0.087625000000000022 0.098505000000000023 0.08815000000000002 -0.084674999999999986 0.091915000000000011 0.095175000000000023 -0.072804999999999981 -1.0000000180025095e-35 0.088990000000000014 0.11579500000000002 0.11174500000000002 -0.078724999999999976 0.085305000000000006 -0.087424999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 14 -9 -10 16 -12 13 -13 15 -6 -11 19 -17 -14 24 -22 -23 -24 -21 26 28 -20 29 -16
right_child=-2 -3 4 -5 5 6 -8 8 9 10 11 12 17 -15 25 18 -18 -19 27 20 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00022732192131419047 0.00036225965471073455 -0.0004015872641254894 0.00063110361462114038 -0.0010264254036536885 0.0013270183825322118 -0.00017984134242664477 0.00065456832138200598 -0.001044940900605833 -0.00076956550732055421 0.00024815560666158692 -0.0010166021147077638 2.0770670731696461e-05 -0.00053638211835641415 0.00093979668074651917 -0.0002598462824111762 0.00040714532650750265 0.0010943837622603909 -0.00070300608640536675 -0.00073838742682710292 7.2257697235590345e-05 -0.0012111060164298497 0.00086531075427219981 0.00034087651050261538 -0.00095892788972594737 0.00088328147880383781 0.00051779036260156256 -0.00072254093887750062 0.00010113742639077828 -0.00042966173396312765 1.6812060184045157e-05
leaf_weight=36 21 22 27 21 24 34 30 31 35 36 21 29 25 23 88 29 22 20 20 146 22 21 24 21 25 26 25 20 35 2162
leaf_count=36 21 22 27 21 24 34 30 31 35 36 21 29 25 23 88 29 22 20 20 146 22 21 24 21 25 26 25 20 35 2162
internal_value=0 -2.45402e-06 3.98786e-07 -0.000234585 4.83244e-06 -8.15294e-07 0.000211288 -5.44827e-06 -8.12698e-05 -1.77085e-05 4.27858e-05 -3.81916e-05 1.95236e-05 0.000427263 1.01905e-05 0.000332373 0.000569139 -5.02213e-05 -1.35911e-05 -4.25052e-06 4.71135e-05 -0.000232151 9.41678e-05 -0.000265699 0.000190828 -2.6361e-06 -8.49372e-06 -0.000318625 -6.81383e-07 5.99165e-06
internal_weight=0 3100 3078 57 3021 2994 64 2930 501 470 435 377 356 52 2429 93 58 304 69 284 259 88 66 45 171 2336 2310 40 2285 2250
internal_count=3121 3100 3078 57 3021 2994 64 2930 501 470 435 377 356 52 2429 93 58 304 69 284 259 88 66 45 171 2336 2310 40 2285 2250
is_linear=0
shrinkage=0.1


Tree=1848
num_leaves=31
num_cat=0
split_feature=15 132 1204 15 1210 15 132 4 15 3 160 43 51 1 1 52 1213 4 403 2 0 133 133 15 43 43 4 131 12 1212
split_gain=0.000272353 0.00553655 0.00625554 0.00194201 0.00132738 0.000811718 0.000902344 0.000886544 0.00182475 0.00273858 0.00141229 0.00328673 0.00100209 0.00096701 0.00157327 0.00114192 0.00372522 0.00235768 0.00158775 0.00143732 0.000493349 0.00047205 0.000783983 0.00113508 0.00108499 0.00106136 0.00336422 0.00105253 0.000771001 0.000651046
threshold=0.091650000000000023 -0.083284999999999984 -1.0000000180025095e-35 0.091295000000000015 -0.26954499999999992 0.092715000000000006 0.090440000000000006 -0.050494999999999991 0.14654000000000003 -0.068334999999999993 -0.33012999999999998 -0.082389999999999977 0.10501000000000001 0.096575000000000008 0.094385000000000011 0.008405000000000001 -0.064789999999999986 -0.076779999999999987 -1.0000000180025095e-35 0.097070000000000004 -0.097734999999999989 -0.46007999999999999 -0.37971999999999995 -0.07490999999999999 0.13895500000000002 0.084740000000000024 0.0049200000000000008 -1.0000000180025095e-35 0.097145000000000023 0.11473500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -4 7 10 9 -9 11 -7 13 14 15 17 -17 18 -12 -18 -10 28 23 -23 25 29 -27 -26 -6 -24
right_child=1 2 5 -5 21 6 -8 8 20 -11 12 -13 -14 -15 -16 16 19 -19 -20 -21 -22 22 24 -25 27 26 -28 -29 -30 -31
leaf_value=0.00075172559641625575 0.0014604193893588942 -0.0017426329728914428 0.00050702652875579104 -0.00090827286136724674 1.89778340929228e-05 0.00037151198326186704 -0.00048597829170375921 0.0016271666194024011 -0.00042674150099628608 4.76808851564546e-05 0.00079074081468639805 -0.0013043931354768574 0.00069234256394944777 0.00047773160142635274 -0.00078750914631032013 0.0014470873918894325 0.00037360562486962105 -0.0011384598129162832 -0.00031517691086799677 -0.00062260526215790642 0.00022823906771879157 -0.0008019486614891018 -3.6465097026847139e-06 0.00015662879006759752 -0.00012027951852360275 -0.0013382326657883825 8.2517748865939213e-05 0.00081020057907388104 0.00067431763589131434 -0.0005502434413012287
leaf_weight=23 27 20 38 24 58 22 32 21 23 23 21 25 24 37 27 21 30 21 34 28 23 30 2294 21 20 25 50 31 26 22
leaf_count=23 27 20 38 24 58 22 32 21 23 23 21 25 24 37 27 21 30 21 34 28 23 30 2294 21 20 25 50 31 26 22
internal_value=0 6.7877e-05 -1.21201e-05 -1.28563e-05 -4.5909e-06 6.47916e-05 2.4003e-05 6.69488e-05 0.000341129 0.000801526 -1.81416e-05 -0.000519927 7.89115e-05 1.16861e-05 -8.30594e-05 3.96512e-05 0.000305874 -0.00023708 0.000107083 -0.000107324 -9.92512e-05 -1.13411e-05 -1.91974e-05 -0.00040724 -1.10933e-05 -2.08283e-05 -0.000391066 0.000445306 0.000221821 -8.83871e-06
internal_weight=0 497 470 2624 2600 450 412 380 90 44 290 47 243 219 182 155 79 76 55 58 46 2577 2493 51 2442 2391 75 51 84 2316
internal_count=3121 497 470 2624 2600 450 412 380 90 44 290 47 243 219 182 155 79 76 55 58 46 2577 2493 51 2442 2391 75 51 84 2316
is_linear=0
shrinkage=0.1


Tree=1849
num_leaves=31
num_cat=0
split_feature=132 15 1203 15 1213 393 133 0 12 49 13 51 51 51 1374 51 51 51 2 2 159 160 1 12 484 3 12 1375 51 52
split_gain=0.000292824 0.000740501 0.000683913 0.00117506 0.000590912 0.000897896 0.000599867 0.000872121 0.000950573 0.000507718 0.00043028 0.000362876 0.00104211 0.000991994 0.000840301 0.000836215 0.000864291 0.000840383 0.00151089 0.000554035 0.00112415 0.00099037 0.00103039 0.00245691 0.00333095 0.000852391 0.000662774 0.000534527 0.000637655 0.00483042
threshold=-0.083449999999999983 0.091475000000000015 0.089480000000000018 0.089595000000000022 0.087530000000000011 0.10317000000000003 -0.0042999999999999991 -0.073309999999999986 0.11201500000000002 0.085805000000000006 -0.015874999999999997 0.094075000000000006 0.090560000000000015 0.089355000000000004 -0.24112999999999998 0.096070000000000016 0.10027500000000002 0.11144500000000002 0.10005000000000001 0.084985000000000019 -0.26590999999999992 -0.42113499999999993 0.11212500000000002 0.094375000000000014 -0.0082299999999999995 0.14121000000000003 0.091085000000000013 0.097315000000000026 0.078435000000000019 0.029970000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 -4 5 6 7 8 9 10 -1 12 13 14 -2 -13 -17 18 -18 26 -21 -22 23 24 -23 -24 -19 28 -16 -30
right_child=2 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 15 -14 -15 27 16 17 19 -20 20 21 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00014403866999782621 -0.00065550299827009438 -0.00060220644119437106 9.1985536651132079e-06 0.0009457536350791565 0.00045777160973687258 -0.00073375438922084878 -0.00051497518406471332 -0.00051050612925213176 0.00072017341433092954 -0.00039530480240831495 0.00040596140174646719 0.00066956463936852133 -0.00052417400099026665 0.00058864163108540072 -9.7249313303302897e-07 -0.00051942295105315383 0.00091531642096778082 -0.00072433409099062376 -0.00015439845889847243 0.00064171744372522939 -0.00060853974136989566 -2.3001793835481459e-05 -0.0006008163331365535 -0.00041080295027663504 0.0017601267911959439 0.00019597997842356565 8.9775247033685446e-05 0.00044633339144079052 0.00025621916869163723 -0.0016115693755273241
leaf_weight=25 20 27 37 21 21 20 21 22 25 22 33 24 39 28 2350 24 31 20 23 31 24 22 29 26 20 25 20 26 45 20
leaf_count=25 20 27 37 21 21 20 21 22 25 22 33 24 39 28 2350 24 31 20 23 31 24 22 29 26 20 25 20 26 45 20
internal_value=0 -0.000112332 8.35238e-06 0.000348296 -4.23498e-05 -0.000104865 -1.98799e-05 6.19863e-05 0.000181937 1.37382e-05 0.000168892 1.42694e-06 -1.12552e-05 -3.21828e-06 -9.95216e-06 0.00010193 5.57493e-05 0.000106687 0.000459697 1.88413e-05 9.48007e-05 -2.13254e-05 9.41922e-05 0.000353171 0.000826107 -0.000231929 -0.000317279 -4.66293e-06 -9.51838e-06 -0.000318485
internal_weight=0 216 2905 58 189 168 148 127 105 80 58 2847 2528 2489 2461 319 295 271 54 217 177 146 122 68 42 54 40 2441 2415 65
internal_count=3121 216 2905 58 189 168 148 127 105 80 58 2847 2528 2489 2461 319 295 271 54 217 177 146 122 68 42 54 40 2441 2415 65
is_linear=0
shrinkage=0.1


Tree=1850
num_leaves=31
num_cat=0
split_feature=130 40 120 33 9 3 50 132 1211 50 4 0 3 50 1208 1208 1429 42 15 3 2 51 0 13 475 480 3 403 160 480
split_gain=0.00026796 0.000649921 0.000919609 0.00046571 0.000417776 0.00150757 0.000353045 0.00263626 0.00410894 0.00187399 0.000919884 0.0012115 0.00119649 0.000954574 0.00083443 0.000750648 0.000722627 0.000838926 0.00164639 0.00206286 0.00222907 0.00149288 0.00116862 0.00245514 0.000813347 0.000603226 0.00266668 0.00196673 0.00185013 0.00162935
threshold=-0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.009184999999999997 0.091600000000000015 -0.011549999999999998 0.090980000000000019 -0.083284999999999984 0.11048500000000001 0.089915000000000009 -0.080094999999999986 -0.07384499999999998 0.10542000000000001 0.094920000000000018 0.10837500000000001 0.098655000000000007 0.083985000000000018 0.088060000000000013 -0.0092699999999999987 -0.082689999999999986 0.090050000000000005 0.11444000000000001 -0.092404999999999973 -0.083254999999999982 -0.084264999999999993 0.086995000000000017 -0.085709999999999995 -0.5335399999999999 -0.063384999999999983 0.11191000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 9 -8 10 14 11 -9 13 -12 15 25 17 18 19 20 -15 -21 -19 -24 -18 27 -27 -5 29 -28
right_child=1 2 -4 4 5 -7 7 8 -10 -11 12 -13 -14 16 -16 -17 24 22 -20 21 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=0.00034006724182172155 -0.00057073488482274116 -0.00039583900700866556 0.00060520035517401993 0.00072244203875999197 -0.00018049536711573481 0.0009320426918704817 0.00098102900141384453 0.00072521873838961759 -0.0011604772644724498 -0.00084863407860717016 -0.0005322208527941257 2.1431890234132022e-05 -0.00070211031177843167 -0.0010870438084979966 0.00053182538062433846 -0.00059869153946320614 -0.00069145935576671042 0.0006305546164055288 0.00090973610435990068 0.0010649307965650224 0.00026897875654362404 3.2292107685602136e-05 -0.0011110523882962298 0.00011856738799965129 0.00017860448874887965 -0.0012254502152989682 -0.00075026808901586467 -1.259729857022424e-05 0.00062916356048757028 0.00030060735065490013
leaf_weight=23 20 30 25 37 29 21 30 47 28 27 25 51 22 22 28 22 22 21 37 28 27 28 22 62 21 22 36 2252 31 25
leaf_count=23 20 30 25 37 29 21 30 47 28 27 25 51 22 22 28 22 22 21 37 28 27 28 22 62 21 22 36 2252 31 25
internal_value=0 -2.52471e-06 1.16737e-06 -3.77886e-06 1.11912e-07 0.000286771 -4.70912e-06 7.25803e-05 1.37175e-05 -2.00735e-05 8.92978e-05 0.000358962 1.08791e-05 6.06752e-05 -1.09536e-05 -1.72207e-05 0.000111787 0.00017765 0.000336126 0.000133997 -0.000339848 0.000548611 -3.66698e-05 -0.000203476 -0.000266544 -1.18972e-05 -0.000236406 -7.15929e-07 1.0438e-07 -0.000319581
internal_weight=0 3098 3078 3053 3023 50 2973 493 463 2480 435 98 337 315 2453 2425 290 247 142 105 49 56 105 84 43 2403 114 2289 92 61
internal_count=3121 3098 3078 3053 3023 50 2973 493 463 2480 435 98 337 315 2453 2425 290 247 142 105 49 56 105 84 43 2403 114 2289 92 61
is_linear=0
shrinkage=0.1


Tree=1851
num_leaves=31
num_cat=0
split_feature=33 132 1185 15 50 133 0 403 0 403 120 40 12 4 9 8 9 153 471 473 16 3 51 16 12 52 0 13 43 52
split_gain=0.000324452 0.000286026 0.000870061 0.000676703 0.00055285 0.000802066 0.00104157 0.0007815 0.00157812 0.000978437 0.000328115 0.000697568 0.000327436 0.00110577 0.000985503 0.00201844 0.00140772 0.000415982 0.00045856 0.000454765 0.000479481 0.00132513 0.00192135 0.000912472 0.000399119 0.00124993 0.00245904 0.0016209 0.00136774 0.00109889
threshold=-0.018454999999999996 -0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.09227500000000001 -0.45516499999999999 -0.09595999999999999 -0.084674999999999986 -0.082974999999999979 -0.089609999999999981 0.093680000000000013 -0.24134999999999998 0.12757000000000002 -0.011884999999999998 0.092235000000000011 0.098655000000000007 0.085355000000000014 0.086100000000000024 0.10338500000000002 -0.07576999999999999 0.62682500000000008 -0.094874999999999987 -0.11063499999999998 0.51791000000000009 0.099815000000000015 0.10473500000000001 -0.047369999999999995 -0.064619999999999983 -0.05647499999999999 0.086965000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7 9 -9 -8 11 -4 14 -14 16 -16 17 18 19 -13 23 22 -22 24 -21 26 27 -26 -27 -29
right_child=1 2 10 -5 -6 6 7 8 -10 -11 -12 12 13 -15 15 -17 -18 -19 -20 20 21 -23 -24 -25 25 28 -28 29 -30 -31
leaf_value=0.00035880531719885769 0.00053275966425784507 0.00064686728874221446 0.00055229579523691664 -0.00055394501541741195 -0.00048181924130767586 -0.00063017728453915981 0.00017627458769961128 0.00095732044706971437 -8.708720232766027e-05 -0.00069385421932868969 -0.00038386880068256608 0.00047833371289016216 0.00024453681554794976 -0.0007699471342758361 0.0011749426876555109 -0.00022876195842400196 -0.0007360389100190683 -0.00042974219818874693 0.00048391740303486584 1.2611624689383875e-05 0.0007998138630119641 -0.00073748410632106247 -0.00052317420315533961 0.00050693027895047432 0.00045217309490072773 0.00091973392028150904 -0.0013033813166839537 -0.00016384541692483862 -8.1269802877870508e-05 -0.0009624381463730797
leaf_weight=25 26 21 23 30 25 27 28 23 39 24 22 20 21 22 21 20 26 22 20 2290 21 32 23 36 37 21 20 96 39 21
leaf_count=25 26 21 23 30 25 27 28 23 39 24 22 20 21 22 21 20 26 22 20 2290 21 32 23 36 37 21 20 96 39 21
internal_value=0 -2.89733e-06 5.55031e-06 -0.00011226 -4.32467e-05 2.24079e-05 -7.16995e-05 6.05715e-05 0.000300354 -0.000225323 8.29785e-07 3.81932e-06 -6.73189e-07 -0.000274501 3.58526e-06 0.000490209 -3.7391e-06 3.3179e-06 6.87819e-06 3.28603e-06 -3.18281e-07 -0.000247847 0.000108252 7.03024e-06 -9.98702e-08 -0.000124499 -0.000260216 -0.00012474 0.000269082 -0.000307183
internal_weight=0 3096 2874 222 192 167 141 114 62 52 2853 2831 2808 43 2765 41 2724 2698 2676 2656 2636 76 44 2560 2524 234 174 154 60 117
internal_count=3121 3096 2874 222 192 167 141 114 62 52 2853 2831 2808 43 2765 41 2724 2698 2676 2656 2636 76 44 2560 2524 234 174 154 60 117
is_linear=0
shrinkage=0.1


Tree=1852
num_leaves=31
num_cat=0
split_feature=1426 1426 15 132 15 15 402 160 481 158 400 131 1213 1210 401 2 402 2 0 0 43 3 484 484 2 1456 480 1419 154 474
split_gain=0.000280061 0.000380942 0.000291512 0.00509048 0.00568271 0.00150382 0.00107391 0.000829862 0.000980228 0.000707572 0.000508158 0.000740502 0.000890897 0.00102624 0.00129375 0.00288367 0.00217741 0.000893735 0.00190318 0.00121946 0.0012065 0.00116984 0.000453571 0.000560226 0.00135985 0.0005323 0.000671876 0.0006786 0.000451938 0.000885398
threshold=-0.10090499999999998 -0.052649999999999995 0.091650000000000023 -0.083284999999999984 0.092145000000000019 0.091295000000000015 0.23460000000000003 -0.53908999999999996 -0.073474999999999985 0.11399500000000001 -0.060504999999999996 0.09901500000000002 -0.16396999999999998 -0.061049999999999993 -0.06959499999999999 0.091895000000000018 -0.087759999999999991 0.096540000000000015 -0.079829999999999998 -0.088774999999999979 -0.06984499999999999 -0.05647499999999999 -0.50340999999999991 -0.23687999999999995 0.094095000000000012 0.11510000000000002 0.11303500000000001 0.10120500000000002 1.0000000180025095e-35 -0.26322499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 22 -6 -9 10 -10 12 -12 -14 15 -15 -16 18 19 -18 -20 -19 -3 24 -24 26 27 28 29 -25
right_child=1 2 3 4 7 -7 -8 8 9 -11 11 -13 13 14 16 -17 17 21 20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00036395721506865119 -0.00032141442486160511 -0.00046272618409685414 0.0014067660478219667 -0.0016545928095001727 -0.00039217316726636553 -0.0008000236648513237 0.00070742924650576673 0.00060697717069868107 0.00057045815847232004 -0.00051800601067952812 -0.0004812472771964563 -0.00035228972349279122 -0.00052296460838988426 -8.3007082520496282e-05 -0.00075476948381401595 0.0015947912038973299 0.00047716383104993694 -0.00045123872970829587 0.0013810001037199982 -0.00041718420999435087 0.00041477139218061766 0.00034040566737530758 -0.00019466047828166705 -0.00060313302175200086 0.00090504671838557863 0.00048822541083652708 -0.0005675314586948265 -0.00054148094156213728 0.00045478802404388605 -4.8538418807983763e-06
leaf_weight=21 37 22 27 20 36 24 21 36 21 20 23 38 20 21 25 20 31 35 24 30 28 40 23 25 22 21 22 24 21 2343
leaf_count=21 37 22 27 20 36 24 21 36 21 20 23 38 20 21 25 20 31 35 24 30 28 40 23 25 22 21 22 24 21 2343
internal_value=0 -2.46552e-06 1.38728e-06 7.1654e-05 -5.37166e-06 -1.21571e-05 -4.72443e-06 6.82543e-05 0.000108486 6.07579e-05 9.32727e-05 6.33596e-05 0.00011654 0.00016672 0.000221025 0.000735431 0.000122008 0.000238601 0.000416231 3.73205e-05 0.000860723 -2.90284e-05 -1.0652e-05 -6.67533e-06 0.000342974 -1.30818e-05 -1.74052e-05 -1.23895e-05 -7.07423e-06 -1.11701e-05
internal_weight=0 3100 3063 495 468 2568 2544 448 412 376 356 335 297 274 254 41 213 188 113 61 52 75 2523 2501 45 2456 2435 2413 2389 2368
internal_count=3121 3100 3063 495 468 2568 2544 448 412 376 356 335 297 274 254 41 213 188 113 61 52 75 2523 2501 45 2456 2435 2413 2389 2368
is_linear=0
shrinkage=0.1


Tree=1853
num_leaves=31
num_cat=0
split_feature=132 132 0 1185 3 400 15 0 15 399 1185 1212 2 2 0 1446 403 12 484 2 129 42 1209 130 2 2 158 159 1 3
split_gain=0.000324777 0.00325268 0.00510139 0.00492176 0.000501111 0.000816622 0.00118407 0.000752867 0.000924492 0.000580482 0.000287554 0.000514649 0.000304463 0.00168663 0.00156026 0.00155384 0.00424814 0.0039859 0.00505633 0.00150787 0.00117527 0.00151947 0.00328193 0.00191225 0.00178534 0.00301437 0.00122567 0.00144523 0.00360153 0.00133495
threshold=-0.086059999999999984 -0.083284999999999984 -0.086234999999999992 -0.087384999999999977 -0.073309999999999986 -0.016164999999999995 0.084370000000000014 -0.07384499999999998 -0.10653 0.08759500000000002 0.085905000000000009 0.087210000000000024 0.085155000000000022 0.085485000000000019 -0.15931499999999996 0.083715000000000026 -0.54448499999999989 0.083985000000000018 -0.077774999999999983 0.085730000000000015 0.086095000000000019 -0.087819999999999981 -0.087714999999999987 0.084355000000000027 0.084885000000000002 0.084655000000000022 0.086925000000000016 0.0089800000000000019 0.09253500000000002 -0.014944999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 9 -7 8 -6 -1 12 -12 14 -14 -5 16 -16 -17 -19 -15 21 23 -23 -18 25 26 27 29 -29 -24
right_child=1 3 -4 10 7 6 -8 -9 -10 -11 11 -13 13 19 15 17 20 18 -20 -21 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00028151329698933601 -0.00019617128529630251 -0.001567866643308662 0.0020354044128907847 0.0009217027648992372 0.00038191930041648454 -6.9179903342349772e-05 -0.0010525386800291018 0.00051116714032832533 -0.00047970436474618813 0.00040398962668231915 -2.0958724376719654e-05 0.00056964918045559901 -0.00069019283707618621 0.00079634206384703856 -0.0013251397065687344 0.0013892043630817329 -0.00012034820312441424 -0.0010962411293383831 0.00072346094876175404 -1.8467078024891938e-05 0.00059166367972336188 0.0012210197741692158 6.2671253527143706e-05 -0.0012340320202167193 -0.00087974278047278697 0.0010512370984153156 0.00034852976670926328 -0.0015338307836579837 0.00017594138418124724 -0.00037509729230632299
leaf_weight=30 21 20 20 20 20 24 25 25 33 21 36 25 37 23 24 29 58 26 37 1813 35 23 408 21 22 28 83 22 28 84
leaf_count=30 21 20 20 20 20 24 25 25 33 21 36 25 37 23 24 29 58 26 37 1813 35 23 408 21 22 28 83 22 28 84
internal_value=0 7.93343e-06 0.000892402 -4.56252e-06 -0.000131169 -0.000279354 -0.000570894 5.88118e-05 -0.000154563 7.52613e-07 6.28623e-06 0.000221094 1.64133e-06 -2.1731e-05 4.78189e-05 2.89852e-05 -1.39408e-05 0.000419051 -2.75272e-05 -8.25977e-06 2.48139e-05 -7.19903e-07 4.63259e-05 -0.000416391 6.29933e-06 3.61507e-05 -9.3252e-06 -6.41259e-05 -0.000576358 -1.20697e-05
internal_weight=0 2943 41 2902 178 100 49 78 53 51 2882 61 2821 1873 948 928 836 92 63 1836 812 777 698 79 675 653 625 542 50 492
internal_count=3121 2943 41 2902 178 100 49 78 53 51 2882 61 2821 1873 948 928 836 92 63 1836 812 777 698 79 675 653 625 542 50 492
is_linear=0
shrinkage=0.1


Tree=1854
num_leaves=31
num_cat=0
split_feature=132 1185 15 0 15 4 52 4 13 1429 156 1425 3 147 14 14 159 2 1 16 12 2 97 34 43 10 9 0 43 0
split_gain=0.000345241 0.00104549 0.000831166 0.000477843 0.000808207 0.000636529 0.000799147 0.000715375 0.000527235 0.000315077 0.000918026 0.000328684 0.000305313 0.00122214 0.00104883 0.00115739 0.000830256 0.00177288 0.00330397 0.00132128 0.00096576 0.000862672 0.000767869 0.00101984 0.00150576 0.00105629 0.00100285 0.000643392 0.00313086 0.00103962
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.073309999999999986 -0.23032499999999997 -0.00059999999999999995 0.086040000000000019 0.055260000000000011 -0.0087749999999999981 -0.23752499999999996 0.28241000000000005 0.10129000000000002 -0.13309499999999996 0.085610000000000006 0.019675000000000002 0.085220000000000004 0.10569000000000002 0.095545000000000005 0.081315000000000012 -0.15012499999999998 0.086565000000000017 0.086590000000000014 -0.086464999999999986 -0.057544999999999992 -0.075574999999999989 -0.0087699999999999983 0.091905000000000014 0.10455500000000001 -0.014584999999999999 0.048635000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 8 -7 -6 -3 11 12 13 16 22 -16 17 19 -19 -11 -20 -21 -14 24 25 -24 27 29 -29 -25
right_child=1 9 -4 -5 5 7 -8 -9 -10 10 -12 -13 14 -15 15 -17 -18 18 20 21 -22 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=0.00059966338476875707 0.0007122315754670473 -0.0003914555237861351 -0.00060969346552155915 -0.00043369188335620697 0.00015941241203108804 -0.00082631492492510014 0.00048178809774981348 1.9483358119032346e-05 -0.00038200651721814901 0.00031187129965418896 0.00059834409487218812 -0.00039274019613263334 -0.00059968107809600917 0.00070694778764542813 -0.00098142581536313114 1.5142404008656741e-06 -0.00043585490661137029 0.0015066883799071159 -0.0004986557009397074 -0.00016228525850098008 0.0002880477535449834 -0.00089761231318806066 0.00057165775741893979 3.6153772530253776e-06 0.0010259199390626843 -0.0003903783929999918 -0.0006210845698101016 0.00032182410419597456 -0.0012814509233326785 0.00061665997460035472
leaf_weight=21 21 20 30 27 35 20 32 20 37 33 26 21 21 30 23 25 33 21 20 39 71 27 21 2294 24 25 26 29 21 28
leaf_count=21 21 20 30 27 35 20 32 20 37 33 26 21 21 30 23 25 33 21 20 39 71 27 21 2294 24 25 26 29 21 28
internal_value=0 9.20379e-06 -0.000120188 -4.3703e-05 2.01134e-05 -6.44043e-05 6.59847e-05 -0.000403416 -0.000118817 4.07398e-06 6.84186e-06 1.4114e-06 4.35597e-06 0.000104639 -6.47474e-06 -0.000469478 3.05845e-05 0.000103535 0.00037606 -0.000204777 0.000115146 -0.000463101 2.4542e-06 7.57772e-06 0.00038382 4.8812e-05 -3.40518e-06 3.36534e-06 -0.000351551 1.10078e-05
internal_weight=0 2899 222 192 165 144 104 40 72 2878 2858 2832 2811 274 2537 48 244 211 112 99 91 66 2489 2468 70 46 2398 2372 50 2322
internal_count=3121 2899 222 192 165 144 104 40 72 2878 2858 2832 2811 274 2537 48 244 211 112 99 91 66 2489 2468 70 46 2398 2372 50 2322
is_linear=0
shrinkage=0.1


Tree=1855
num_leaves=31
num_cat=0
split_feature=132 1185 15 2 399 132 47 0 1204 403 0 3 1428 474 0 11 12 1426 16 40 120 33 9 154 471 156 1446 3 41 41
split_gain=0.000279645 0.00084685 0.000673245 0.000421812 0.0010855 0.000940886 0.000864425 0.000736182 0.00108564 0.000331274 0.000281967 0.000336559 0.000604998 0.000715571 0.000486732 0.000372731 0.00134363 0.00115369 0.000713756 0.000388189 0.000849369 0.000571059 0.000770437 0.000428034 0.000432349 0.00054681 0.000686103 0.000504786 0.000641495 0.000658217
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.088665000000000008 0.091255000000000017 -0.41094499999999995 0.085770000000000027 -0.086074999999999985 -0.016569999999999994 -0.085604999999999987 0.22582000000000002 -0.24210499999999999 -0.071779999999999997 -0.24402999999999997 0.12113000000000002 0.08976000000000002 0.10149500000000002 -0.082379999999999995 0.0073350000000000004 -0.24290999999999999 0.091385000000000008 -0.012019999999999998 0.091600000000000015 0.085530000000000009 0.094575000000000006 -0.092624999999999985 0.11787500000000002 -0.16726499999999997 0.088520000000000015 0.079395000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 7 9 -9 -1 11 14 -13 -14 -3 17 -17 -15 -18 -19 21 -21 23 24 25 -23 27 -27 29 -29
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leaf_value=1.3477976545286567e-05 0.00064100840494834958 -5.1631135019389069e-05 -0.00054872411536052831 0.00029886073605060422 0.00075446082863934527 -0.00051483770875569875 -0.00074142241750710782 -0.00081768485780974679 0.00012103715926059522 0.0005699576015103958 -0.00033766374156887958 -0.0004109231715223619 0.00047759690714883619 -0.00076078251384387847 0.00061356345606988977 0.00087811117079003131 0.00024361057158169008 -0.00042665588137294567 -0.00052262821602198526 -0.00048551795359041234 0.00065419690654380249 -0.00047691241319019659 0.00050006130871723493 -0.00045109172476389049 0.00041604906553402546 0.00037480309389398568 0.00055868160409524778 -7.1296774315396664e-06 -0.00041533568642319695 0.00046424688053472589
leaf_weight=23 21 22 30 30 21 27 21 22 28 20 24 35 32 20 22 22 31 21 20 24 20 24 31 21 25 35 22 2359 38 30
leaf_count=23 21 22 30 30 21 27 21 22 28 20 24 35 32 20 22 22 31 21 20 24 20 24 31 21 25 35 22 2359 38 30
internal_value=0 8.2834e-06 -0.000108169 -3.93327e-05 0.000139857 -8.65754e-05 -0.000161936 -3.10847e-05 -0.000292001 0.000272306 3.66658e-06 6.53691e-06 2.2398e-06 7.45086e-06 0.000280966 1.96611e-06 0.000224901 -4.12913e-06 -5.68752e-05 1.58146e-06 5.00215e-06 2.55719e-08 4.53352e-06 -1.48111e-06 2.24642e-06 -1.87841e-06 2.71129e-06 -2.25676e-06 -7.69438e-06 -1.21034e-06
internal_weight=0 2899 222 192 78 57 114 93 50 43 2878 2854 2810 2775 44 2743 73 2670 51 2650 2629 2609 2585 2554 2533 2508 2484 2462 2427 2389
internal_count=3121 2899 222 192 78 57 114 93 50 43 2878 2854 2810 2775 44 2743 73 2670 51 2650 2629 2609 2585 2554 2533 2508 2484 2462 2427 2389
is_linear=0
shrinkage=0.1


Tree=1856
num_leaves=31
num_cat=0
split_feature=33 9 3 34 34 33 9 45 1 13 0 0 52 1420 471 4 4 1424 11 11 4 3 15 51 160 4 3 43 0 2
split_gain=0.00032699 0.000407892 0.000979597 0.000413038 0.000504966 0.000520104 0.000405483 0.000406276 0.000401717 0.000509522 0.00039005 0.000625608 0.00111642 0.000867723 0.000958571 0.000430704 0.00136608 0.000443879 0.000433111 0.00102713 0.000702742 0.000578056 0.00133333 0.00191751 0.00118129 0.00192931 0.000684086 0.00057769 0.00341135 0.000779917
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 -0.097449999999999981 -0.084564999999999987 0.078905000000000017 -0.036024999999999995 0.094030000000000016 0.15471500000000002 0.11217000000000001 0.22582000000000002 0.12500000000000003 0.096795000000000006 0.056520000000000008 -0.081099999999999992 -0.52556499999999995 -0.50690499999999983 1.0000000180025095e-35 0.08976000000000002 0.086080000000000018 1.0000000180025095e-35 -0.12018999999999998 -0.045854999999999993 0.078435000000000019 -0.013084999999999998 -0.111605 -0.11171999999999999 0.084740000000000024 -0.11437499999999999 0.10497000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 10 -10 11 13 -13 14 -8 -16 -17 18 19 21 -20 22 -18 24 -24 -26 -23 -28 -29 -30
right_child=1 2 -4 4 5 -7 7 -9 9 -11 -12 12 -14 -15 15 16 17 -19 20 -21 -22 26 23 -25 25 -27 27 28 29 -31
leaf_value=0.00038416704681532628 0.0004550076434134099 0.00025293969014282563 -0.00062603643946204104 -0.00043146499492986885 -0.00032969975755140944 0.00047664747613927597 0.00069380719825858257 -0.00033524738616376584 0.00067912255472037943 -3.4685207065194849e-05 -0.00043696394655853518 2.0151035485988751e-05 0.00091314598297079414 -0.0006412326103253734 0.00036370395791891498 -0.00067638517143980923 -0.00035757221739913804 -0.00045575661185596675 0.00063451758329132911 -0.00062544403761141719 -8.0502595045362359e-05 -0.00043164760163809 0.00013265418139429044 -0.0004033724646433257 0.001677003260992933 0.00040031567999715759 1.7778919122622526e-05 -0.0013964922787272373 -0.0001400228128715506 0.0003019015740752572
leaf_weight=22 20 21 32 27 37 23 20 35 20 20 20 42 21 21 32 30 32 21 28 26 27 37 31 24 20 29 2168 20 162 53
leaf_count=22 20 21 32 27 37 23 20 35 20 20 20 42 21 21 32 30 32 21 28 26 27 37 31 24 20 29 2168 20 162 53
internal_value=0 -2.72722e-06 -0.000277763 2.05836e-06 -9.35357e-07 2.9407e-06 -7.20338e-07 3.42129e-06 7.50304e-06 0.000322219 3.10757e-06 6.2023e-06 0.000317816 -8.56905e-07 4.01552e-06 -1.01946e-06 -5.32934e-06 2.18809e-06 5.80753e-06 -6.2382e-08 0.000283508 6.2497e-06 0.000206899 0.000380582 0.000615769 0.000921413 -4.93403e-06 1.63626e-06 -0.000147288 -3.10833e-05
internal_weight=0 3099 53 3046 3026 2999 2976 2939 2904 40 2864 2844 63 2781 2760 2740 2708 2678 2657 2602 55 2576 136 104 80 49 2440 2403 235 215
internal_count=3121 3099 53 3046 3026 2999 2976 2939 2904 40 2864 2844 63 2781 2760 2740 2708 2678 2657 2602 55 2576 136 104 80 49 2440 2403 235 215
is_linear=0
shrinkage=0.1


Tree=1857
num_leaves=31
num_cat=0
split_feature=1208 2 1209 1208 1211 2 1211 1212 1212 481 1447 13 0 15 481 481 1213 132 1203 1211 15 0 16 16 0 52 1456 2 15 3
split_gain=0.000274555 0.00193378 0.00098824 0.000332165 0.000299797 0.00120539 0.000659989 0.000289521 0.000373385 0.000400695 0.00215021 0.00221972 0.00420111 0.00116279 0.00081021 0.000619448 0.000525259 0.000485145 0.00848618 0.0081566 0.00137478 0.000626109 0.00134257 0.000530876 0.000788132 0.000763356 0.000489266 0.000887333 0.00130963 0.00115065
threshold=0.10233500000000001 0.089775000000000008 -0.097919999999999993 1.0000000180025095e-35 0.11789500000000001 0.087470000000000006 0.11088500000000003 0.11579500000000002 0.10654500000000001 -0.086484999999999992 -0.085684999999999997 -0.081224999999999978 -0.086234999999999992 0.087485000000000021 -0.084329999999999988 -0.081334999999999977 0.12439000000000001 -0.083284999999999984 0.089165000000000008 0.09030500000000001 0.091475000000000015 -0.073309999999999986 -0.082039999999999988 -0.085254999999999984 -0.09595999999999999 0.086450000000000013 0.081770000000000023 0.10327000000000001 -0.0092699999999999987 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 8 9 10 -4 12 -12 -13 -11 -16 17 18 20 26 21 22 23 24 -17 -26 -19 28 -28 -29
right_child=1 -3 3 -5 5 -7 -8 -9 -10 14 11 13 -14 -15 15 16 -18 19 -20 -21 -22 -23 -24 -25 25 -27 27 29 -30 -31
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leaf_weight=20 27 34 32 26 26 21 26 35 25 37 21 20 20 20 30 24 27 2306 22 22 23 24 36 26 23 21 57 29 40 21
leaf_count=20 27 34 32 26 26 21 26 35 25 37 21 20 20 20 30 24 27 2306 22 22 23 24 36 26 23 21 57 29 40 21
internal_value=0 0.00021007 -4.18767e-06 4.21778e-07 -2.64834e-06 0.000247935 -6.61781e-06 -2.18326e-06 -5.6266e-06 -2.2875e-06 0.00018229 -9.18882e-05 -0.000608952 0.000438103 -9.82265e-06 -3.52533e-06 -8.54459e-06 -4.11334e-06 0.000146103 -1.61913e-05 -8.41234e-05 2.35811e-05 0.000110217 -8.86595e-05 5.82888e-05 0.000309723 1.00082e-06 -0.000175886 -0.00035228 0.000166319
internal_weight=0 61 3060 3040 3014 47 2967 2941 2906 2881 113 81 41 40 2768 2731 2701 2674 199 2475 177 154 130 94 68 44 2453 147 97 50
internal_count=3121 61 3060 3040 3014 47 2967 2941 2906 2881 113 81 41 40 2768 2731 2701 2674 199 2475 177 154 130 94 68 44 2453 147 97 50
is_linear=0
shrinkage=0.1


Tree=1858
num_leaves=31
num_cat=0
split_feature=1453 1447 1447 1447 4 3 159 16 1447 483 160 158 159 158 402 158 158 43 484 42 158 1453 1453 2 33 2 13 16 52 49
split_gain=0.000278529 0.000450074 0.00347164 0.00222895 0.00211094 0.00226258 0.000732253 0.000687025 0.000513456 0.00078604 0.000476914 0.000339557 0.000800053 0.000753994 0.00127909 0.001218 0.00116153 0.000776975 0.00142543 0.00269398 0.00120635 0.000507487 0.000716915 0.000453689 0.000645868 0.00209987 0.000420911 0.000418548 0.00204778 0.00433185
threshold=-0.15520499999999995 -0.085684999999999997 -0.086279999999999982 -0.084549999999999986 -0.085594999999999991 -0.085274999999999976 -0.092414999999999983 -0.13088499999999997 -0.082954999999999987 -0.47356499999999996 0.51262000000000008 0.11399500000000001 0.12693000000000002 0.085030000000000008 0.089460000000000026 0.082560000000000008 0.088055000000000008 0.016310000000000002 0.090535000000000018 0.090395000000000017 0.096590000000000023 -0.080524999999999985 -0.076539999999999983 -0.15339499999999998 0.085305000000000006 -0.080614999999999978 -0.013634999999999998 -0.18708499999999997 0.084735000000000019 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -6 7 -7 -5 -10 11 13 -13 15 16 21 -15 18 19 20 -18 -11 -23 26 25 -25 -24 28 -27 -30
right_child=1 3 -4 8 5 6 -8 -9 9 10 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 22 23 24 -26 27 -28 -29 29 -31
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leaf_weight=20 21 27 21 33 20 20 22 20 23 22 25 25 39 23 26 26 36 24 26 21 38 22 20 28 29 233 28 2148 31 24
leaf_count=20 21 27 21 33 20 20 22 20 23 22 25 25 39 23 26 26 36 24 26 21 38 22 20 28 29 233 28 2148 31 24
internal_value=0 2.39912e-06 0.000189067 -5.3761e-06 -4.98501e-05 0.000179248 -0.000119094 0.000135775 2.90202e-06 -1.53539e-06 3.09235e-06 -6.97097e-07 -0.000228452 4.49945e-06 0.000194704 -9.63292e-06 0.000295718 0.000190995 0.000294089 0.000473647 0.000189966 -2.78314e-06 -6.8882e-06 -1.96703e-06 3.8962e-06 9.41811e-06 -0.000306488 -4.79172e-07 -0.000113681 -0.000662517
internal_weight=0 3101 124 2977 103 82 62 40 2950 2917 2894 2869 64 2805 194 2611 168 145 121 95 74 2585 2563 2541 2493 2464 48 2436 288 55
internal_count=3121 3101 124 2977 103 82 62 40 2950 2917 2894 2869 64 2805 194 2611 168 145 121 95 74 2585 2563 2541 2493 2464 48 2436 288 55
is_linear=0
shrinkage=0.1


Tree=1859
num_leaves=31
num_cat=0
split_feature=33 34 9 9 16 3 447 0 147 40 130 0 16 1375 1371 151 3 1447 403 456 150 0 1201 13 13 52 52 52 4 13
split_gain=0.00027168 0.000323851 0.000564538 0.00169288 0.000361479 0.000624454 0.000468539 0.000425195 0.000477068 0.000438949 0.0010017 0.000361792 0.00033764 0.00173822 0.00162884 0.00109808 0.00101563 0.000946351 0.00245359 0.00104919 0.00188811 0.00103209 0.000824906 0.000780538 0.00150637 0.0030039 0.00129239 0.0020334 0.00268158 0.00283673
threshold=-0.009184999999999997 -0.112215 0.091600000000000015 0.10530000000000002 -0.5435399999999998 -0.14847999999999997 0.094580000000000011 -0.26343999999999995 0.092070000000000013 -0.24290999999999999 -0.21482499999999996 -0.22491999999999998 -0.010699999999999999 -0.15308499999999997 0.083235000000000017 -0.29526499999999994 -0.16726499999999997 -0.085684999999999997 -0.42244999999999994 0.041000000000000002 0.085395000000000013 -0.081674999999999984 -0.08261499999999998 -0.099939999999999987 -0.085744999999999988 -0.085984999999999992 -1.0000000180025095e-35 0.10160000000000001 -0.0070899999999999991 0.021350000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 -6 9 -9 -11 -7 14 -14 15 -12 -17 -15 -19 23 21 -21 -18 -20 25 -25 -26 28 29 -28
right_child=1 2 3 -5 6 11 -8 8 -10 10 12 -13 13 17 -16 16 22 18 19 20 -22 -23 -24 24 26 -27 27 -29 -30 -31
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leaf_weight=31 22 26 21 25 20 22 28 20 33 24 28 22 22 36 30 32 21 20 61 35 29 28 1659 25 606 24 20 103 28 20
leaf_count=31 22 26 21 25 20 22 28 20 33 24 28 22 22 36 30 32 21 20 61 35 29 28 1659 25 606 24 20 103 28 20
internal_value=0 2.95519e-06 5.69662e-06 0.000353383 4.04247e-07 0.000225001 -4.92156e-06 -1.02299e-06 -4.18761e-06 -8.53304e-06 -5.25807e-06 0.000454595 -1.07196e-05 -5.54407e-05 1.59868e-05 3.39062e-06 1.355e-05 -3.67444e-05 -5.48964e-05 -3.24967e-05 0.000288947 -1.84142e-05 2.91996e-06 -6.5837e-05 -9.13293e-05 -0.000629089 -5.74166e-05 -0.000300203 -0.000724606 -0.00125001
internal_weight=0 3090 3068 46 3022 70 2952 2924 2904 2871 2851 44 2827 1057 1770 1740 1712 1035 999 979 92 63 1680 887 826 49 777 171 68 40
internal_count=3121 3090 3068 46 3022 70 2952 2924 2904 2871 2851 44 2827 1057 1770 1740 1712 1035 999 979 92 63 1680 887 826 49 777 171 68 40
is_linear=0
shrinkage=0.1


Tree=1860
num_leaves=31
num_cat=0
split_feature=132 1203 48 131 13 1203 15 16 130 403 484 484 150 151 2 1 2 1456 52 1455 16 3 52 158 1456 12 1455 160 159 1420
split_gain=0.000271521 0.000986235 0.000627759 0.00143355 0.000995888 0.000579577 0.000894613 0.000551923 0.000790865 0.000410104 0.000325337 0.00172156 0.0017136 0.00160308 0.000976417 0.00277041 0.00209235 0.000688438 0.00116136 0.000840422 0.000795461 0.00130287 0.000850833 0.000490377 0.000542023 0.000948545 0.000772372 0.00104068 0.000557123 0.000439133
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 10 -7 8 9 -5 11 23 13 -12 16 -16 17 18 19 -15 22 -22 -19 -2 25 -25 27 -26 -28 -30
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leaf_weight=24 23 24 26 33 21 37 21 36 32 20 25 20 27 21 20 26 24 22 20 21 20 29 44 20 21 30 38 21 38 2337
leaf_count=24 23 24 26 33 21 37 21 36 32 20 25 20 27 21 20 26 24 22 20 21 20 29 44 20 21 30 38 21 38 2337
internal_value=0 -0.000108168 -3.26213e-05 3.89401e-05 -8.18728e-05 8.04282e-06 0.000320984 2.84533e-05 -0.000110538 0.000126478 1.66749e-06 -9.91252e-06 0.000100349 2.4924e-05 0.000102159 -0.000313453 0.000197274 7.84683e-05 -0.000190127 -0.000488787 0.000223276 0.000528512 -3.33758e-06 -2.60133e-06 -6.82156e-06 -0.000332768 -1.83151e-07 0.000424966 -7.58318e-06 -1.50523e-06
internal_weight=0 216 192 166 142 2905 58 121 85 53 2847 2548 299 272 247 46 201 177 62 42 115 49 66 2528 2505 50 2455 42 2413 2375
internal_count=3121 216 192 166 142 2905 58 121 85 53 2847 2548 299 272 247 46 201 177 62 42 115 49 66 2528 2505 50 2455 42 2413 2375
is_linear=0
shrinkage=0.1


Tree=1861
num_leaves=31
num_cat=0
split_feature=132 132 120 40 33 12 15 9 2 132 1203 132 1204 132 42 403 4 1210 403 1209 15 12 1212 12 3 1210 3 1210 13 1212
split_gain=0.000244287 0.000931619 0.000697192 0.000680503 0.000457649 0.000362902 0.00108887 0.000930261 0.00273517 0.000367644 0.00671992 0.00455076 0.000779072 0.00227926 0.00133753 0.000353822 0.00165962 0.00178688 0.00104624 0.000456873 0.00149255 0.000720353 0.000473966 0.00118692 0.00140703 0.000851235 0.00181533 0.000906161 0.000804294 0.000688404
threshold=-0.44750499999999993 -0.41127499999999995 0.09852000000000001 -0.24134999999999998 -0.009184999999999997 0.12757000000000002 0.14654000000000003 0.091600000000000015 -0.18970999999999996 -0.083284999999999984 0.089165000000000008 -0.076764999999999986 -0.082884999999999986 -0.095229999999999995 -0.015274999999999999 -0.53960999999999981 -0.081839999999999982 -0.053799999999999994 -0.52800499999999995 -0.067109999999999989 0.087960000000000024 0.11586 -0.08867499999999999 0.087005000000000013 -0.080564999999999984 -0.08453999999999999 -0.082404999999999992 -0.080859999999999974 -0.091559999999999989 -0.022679999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 9 -9 10 12 -11 14 -14 -6 16 -13 -18 -17 20 -20 22 23 -21 -25 26 -24 -27 -26 -29
right_child=1 2 -4 4 5 6 -8 8 -10 11 -12 15 13 -15 -16 18 17 -19 19 21 -22 -23 25 24 28 27 -28 29 -30 -31
leaf_value=-0.00025898774814171098 0.00066680561306254411 0.00054440935365045857 -0.00056244624297092244 -0.00039022934826789425 0.00073986630989869204 -0.00078647187223065311 0.00017814562597777696 -0.00020853382776732799 0.0013343880709726363 -0.001511828269576654 0.0018597381387371568 -0.00030712343586076585 4.1263794649721067e-05 -0.0011764959442767909 -0.00021867372451123558 -0.00053215545234018688 0.0012846715227212936 2.1568749980360737e-05 -0.00012233424698933961 0.0007310635457190896 0.00092879586842503745 -0.00043503081818160259 0.00018147990291860578 -0.00063648169198131659 0.00078664498665602888 0.00067313119478058076 -0.0010617670314588949 -0.00048704039694837716 -2.1741510411743548e-05 3.2309269385639651e-06
leaf_weight=36 21 23 22 30 24 22 25 27 20 20 20 35 51 22 37 37 21 24 35 31 22 38 24 24 20 20 23 29 32 2306
leaf_count=36 21 23 22 30 24 22 25 27 20 20 20 35 51 22 37 37 21 24 35 31 22 38 24 24 20 20 23 29 32 2306
internal_value=0 3.02223e-06 -1.52719e-06 2.52942e-06 -1.59885e-06 2.30176e-06 -0.000273377 6.70588e-06 0.000448029 -4.58947e-07 0.000149884 -8.90581e-06 -0.000105318 -0.000325732 0.000158457 2.14103e-06 0.00020933 0.000611017 -4.13506e-06 3.36754e-06 0.000283365 -2.8986e-06 3.64624e-06 0.000209576 -3.1367e-06 -5.52712e-06 -0.000426918 2.88279e-06 0.000289176 -2.8581e-06
internal_weight=0 3085 3064 3042 3019 2989 47 2942 47 2895 154 2741 134 73 61 2721 80 45 2641 2604 57 2547 2509 107 76 2402 47 2355 52 2335
internal_count=3121 3085 3064 3042 3019 2989 47 2942 47 2895 154 2741 134 73 61 2721 80 45 2641 2604 57 2547 2509 107 76 2402 47 2355 52 2335
is_linear=0
shrinkage=0.1


Tree=1862
num_leaves=31
num_cat=0
split_feature=33 9 1 34 34 104 9 4 1 47 47 47 49 16 49 39 39 12 40 16 39 0 12 12 16 2 0 16 1 15
split_gain=0.000298837 0.000486968 0.000835316 0.000375626 0.000396656 0.000475169 0.000649768 0.000533754 0.000433542 0.000488644 0.00043167 0.000555171 0.000842293 0.000357997 0.00035482 0.000369575 0.000751308 0.000459851 0.00117536 0.00160137 0.000641066 0.00137309 0.000622259 0.00217069 0.00399397 0.00190689 0.000955837 0.00152728 0.00214192 0.00425603
threshold=-0.018454999999999996 0.091905000000000014 0.13332000000000002 -0.097449999999999981 -0.084564999999999987 0.079665000000000014 -0.036024999999999995 0.62736500000000006 0.15618500000000002 0.13975500000000002 0.13283000000000003 0.12431000000000002 0.27293500000000009 -0.55248999999999981 0.15266500000000002 0.10713500000000002 0.11593500000000001 -0.010834999999999999 -0.065259999999999999 -0.052894999999999991 0.085330000000000003 -0.13455999999999999 0.079890000000000017 0.082850000000000021 -0.07550999999999998 0.084755000000000011 -0.23051499999999997 0.083160000000000026 0.10708500000000001 -0.015744999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 9 10 11 12 13 -8 15 17 -17 18 20 -20 -15 -22 25 24 -24 -19 -27 28 29 -28
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leaf_value=0.00034435073407075838 0.00043440072633529783 -0.00070785292493663013 8.6282924921424306e-05 -0.00038197688775619973 -0.00042855812885266335 0.00048883142299018802 0.00034764420066494498 0.00039878550258650006 -0.00039133291575126354 0.0004442506806881284 -0.00044103706181472676 0.00040529329365680876 -0.00056776368426373952 0.00047682985557912622 0.00034233674761101915 0.00067419220237449444 -6.1140214105156104e-05 0.00080697076281885036 7.4431687919838762e-05 -0.00092222696489682818 -0.00072787931193306582 0.00013712594254816328 -0.0014986485721439952 -1.2505732157961666e-06 0.00025544316324521785 -0.00028028462906334336 -6.185393712873901e-06 -0.0002140919037250947 1.8634757776284418e-05 0.0016946736149423356
leaf_weight=25 20 26 27 27 35 20 30 34 28 25 22 34 26 25 30 24 33 37 28 38 25 69 27 2090 25 69 31 77 86 28
leaf_count=25 20 26 27 27 35 20 30 34 28 25 22 34 26 25 30 24 33 37 28 38 25 69 27 2090 25 69 31 77 86 28
internal_value=0 -2.7806e-06 -0.000303293 2.45343e-06 -4.04308e-07 3.03443e-06 -2.30335e-07 4.86707e-06 2.59839e-07 4.06831e-06 2.12476e-07 3.64026e-06 -1.24044e-06 4.07327e-06 3.14289e-07 -3.46915e-06 0.000248473 -8.87808e-06 -0.000160946 -0.000499402 2.67685e-05 -9.29286e-05 2.51165e-06 -1.71294e-05 -0.000655335 0.000130777 4.48006e-05 0.000145841 0.000336977 0.000801002
internal_weight=0 3096 53 3043 3023 2996 2976 2941 2907 2879 2854 2832 2798 2772 2742 2712 57 2655 185 66 119 94 2470 2142 52 328 291 222 145 59
internal_count=3121 3096 53 3043 3023 2996 2976 2941 2907 2879 2854 2832 2798 2772 2742 2712 57 2655 185 66 119 94 2470 2142 52 328 291 222 145 59
is_linear=0
shrinkage=0.1


Tree=1863
num_leaves=31
num_cat=0
split_feature=132 1203 393 2 48 131 13 16 52 0 1186 1186 1 1185 133 33 0 16 4 43 1 3 1 3 13 16 1 15 13 9
split_gain=0.000279401 0.00121434 0.000735634 0.00111752 0.000510285 0.00117825 0.00088707 0.000735203 0.000686699 0.00073152 0.000430383 0.000375532 0.000920586 0.000563652 0.000678742 0.000408377 0.000351592 0.000386453 0.00330839 0.000894377 0.00239139 0.0010237 0.00132215 0.000918583 0.000847372 0.00255619 0.00110633 0.00126896 0.00104488 0.000973443
threshold=-0.083449999999999983 0.089005000000000015 0.098330000000000015 0.088055000000000008 0.086425000000000016 -0.076979999999999979 0.01128 -0.076354999999999992 0.087435000000000013 -0.087414999999999979 0.090275000000000008 0.057025000000000006 0.081315000000000012 0.085905000000000009 -0.0054649999999999985 -0.044254999999999996 0.22582000000000002 -0.18708499999999997 0.018150000000000003 -0.093959999999999988 0.12500000000000003 -0.080884999999999985 0.07635500000000002 -0.074479999999999977 -0.096404999999999991 -0.11676499999999999 0.11374000000000002 -0.083359999999999976 -0.094514999999999988 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 5 -1 7 8 9 -7 11 13 -13 15 -15 -2 17 18 -17 20 -20 22 -21 -23 25 -19 -27 -28 -26 -30
right_child=2 -3 3 -5 -6 6 -8 -9 -10 -11 -12 12 -14 14 -16 16 -18 24 19 21 -22 23 -24 -25 28 26 27 -29 29 -31
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leaf_weight=24 21 24 27 20 25 25 27 31 23 37 31 24 21 27 20 20 22 22 35 28 23 23 57 226 26 123 27 30 2032 20
leaf_count=24 21 24 27 20 25 25 27 31 23 37 31 24 21 27 20 20 22 22 35 28 23 23 57 226 26 123 27 30 2032 20
internal_value=0 -0.000109727 8.1587e-06 0.000400569 -2.58972e-05 3.71793e-05 -7.16381e-05 4.8523e-05 -0.000103513 6.9605e-05 1.70549e-06 -2.35814e-06 -0.000288929 2.27727e-06 0.000345643 -3.62334e-06 -7.02239e-06 -3.76861e-06 -9.28998e-05 -2.88921e-05 -0.000391366 3.40524e-05 0.000333695 -6.82352e-05 1.23376e-05 0.000207869 8.35047e-05 -0.000280679 -6.66984e-06 1.31209e-06
internal_weight=0 216 2905 47 192 167 143 116 85 62 2858 2827 45 2782 47 2735 2714 2692 412 392 58 334 85 249 2280 202 180 57 2078 2052
internal_count=3121 216 2905 47 192 167 143 116 85 62 2858 2827 45 2782 47 2735 2714 2692 412 392 58 334 85 249 2280 202 180 57 2078 2052
is_linear=0
shrinkage=0.1


Tree=1864
num_leaves=31
num_cat=0
split_feature=106 34 34 30 40 2 13 9 40 130 124 374 4 12 13 3 39 45 0 1420 16 12 0 2 52 13 13 13 49 0
split_gain=0.000280947 0.000762731 0.00125043 0.000619883 0.000582641 0.000294025 0.00251948 0.00510822 0.000326451 0.000788931 0.00028476 0.00032061 0.000348885 0.000650005 0.00110674 0.000940472 0.000530961 0.000509574 0.000447623 0.000670027 0.000839417 0.00133842 0.000718374 0.000643183 0.000554328 0.000438424 0.000512259 0.0011882 0.000521273 0.00113956
threshold=0.085275000000000004 -0.081364999999999993 -1.0000000180025095e-35 0.085875000000000021 -0.07632499999999999 -0.0091949999999999983 -0.090639999999999984 0.092235000000000011 -0.24290999999999999 -0.22229499999999999 -0.091229999999999992 0.092550000000000007 0.62931500000000018 -0.094384999999999983 -0.091559999999999989 -0.0080949999999999998 0.091820000000000013 0.094030000000000016 0.12500000000000003 0.056520000000000008 0.6352000000000001 0.090695000000000012 0.10455500000000001 0.11093500000000002 0.024145000000000003 -0.42195999999999995 -0.40078499999999995 -0.17933499999999997 -0.012034999999999999 -0.13455999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 -1 6 -4 -8 -7 -10 -11 12 13 14 16 -16 -12 18 19 20 22 -22 25 24 -20 -15 -27 -28 -29 -30
right_child=3 2 5 -5 -6 8 7 -9 9 10 11 -13 -14 17 15 -17 -18 -19 23 -21 21 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-4.6300913672894247e-05 0.00066877657140139489 0.0006791334316841569 0.00073315559309862911 -1.5976068038397874e-05 -0.00080046819140469389 -0.00037465787330723331 -0.0015007752480284712 0.00042699528081963464 0.0005869210177637718 -0.00030757035002655663 0.00095988751905362905 0.00040111214329954239 -0.00040676329309852536 -0.00035100597802334557 0.00040266611530179425 -0.00052293911968540085 0.00025537821318721404 -0.00041611968533288745 0.00010484449727379759 -0.00057080234012876947 0.001030685445002746 -0.00011236197037977122 -0.00045442143762354845 -0.0002214234694838524 0.00079185423952973604 0.00047023358208167813 -0.00068979325890541074 -0.00010941175360815433 0.00025630497354911687 -1.2038837379086669e-06
leaf_weight=20 20 27 21 39 21 23 28 27 23 30 23 20 21 36 21 23 20 30 23 21 20 21 36 20 24 23 25 352 189 1894
leaf_count=20 20 27 21 39 21 23 28 27 23 30 23 20 21 36 21 23 20 30 23 21 20 21 36 20 24 23 25 352 189 1894
internal_value=0 -4.16475e-06 1.64958e-06 0.000216143 -0.000432582 -4.45999e-06 -0.000198639 -0.000554415 5.97445e-07 3.57875e-06 -1.09286e-06 2.1423e-06 -6.85272e-07 2.35923e-06 0.000271418 -8.1173e-05 0.000632209 -6.26572e-06 -1.68464e-06 -8.21897e-06 -3.66802e-06 0.000445222 -1.08713e-05 0.000253544 0.000455658 -4.5324e-06 4.90974e-07 -3.90093e-06 3.14109e-06 2.21611e-05
internal_weight=0 3062 3021 59 41 2994 76 55 2918 2895 2872 2842 2822 2801 87 44 43 2714 2684 2617 2596 41 2555 67 47 2519 2483 2460 2435 2083
internal_count=3121 3062 3021 59 41 2994 76 55 2918 2895 2872 2842 2822 2801 87 44 43 2714 2684 2617 2596 41 2555 67 47 2519 2483 2460 2435 2083
is_linear=0
shrinkage=0.1


Tree=1865
num_leaves=31
num_cat=0
split_feature=130 121 33 47 2 402 1453 0 150 133 47 15 2 47 133 16 42 2 43 47 48 1375 151 156 42 457 13 151 3 131
split_gain=0.000277256 0.000852128 0.000490593 0.000333437 0.00184173 0.00135559 0.000786784 0.000697931 0.000670024 0.000838037 0.00122484 0.00107312 0.0013062 0.00175253 0.0009309 0.000729616 0.000662974 0.00115678 0.00114573 0.000669952 0.000588842 0.000665607 0.000494199 0.00200096 0.0050385 0.00411398 0.00202867 0.00107427 0.000630641 0.000564984
threshold=-0.22699999999999995 -0.088279999999999983 -0.012019999999999998 0.079365000000000005 -1.0000000180025095e-35 0.088505000000000014 -1.0000000180025095e-35 -0.26343999999999995 1.0000000180025095e-35 -0.0054649999999999985 0.087235000000000021 -0.053579999999999996 0.11548000000000001 0.13283000000000003 -0.42035499999999998 0.40737000000000007 0.088200000000000014 0.089775000000000008 -0.079109999999999986 0.10397500000000001 0.12649500000000002 -0.42382999999999993 -0.088279999999999983 0.087575000000000014 0.083715000000000026 0.032140000000000009 -0.011914999999999999 -0.08688499999999999 -0.017889999999999996 -0.076979999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 -5 6 -6 -4 9 14 -11 12 15 -14 -8 16 17 19 -18 -12 21 -9 23 24 26 -26 -23 -24 -28 -29
right_child=1 2 3 4 5 -7 8 20 -10 10 11 -13 13 -15 -16 -17 18 -19 -20 -21 -22 22 27 -25 25 -27 28 29 -30 -31
leaf_value=-0.0003251900891952503 0.00060914517785220048 -0.00042619499911409177 0.00056259865190700763 0.00091623967094346887 0.0005097687858829482 0.00079588523380648857 9.8892220994457598e-05 0.00056311516018467953 -0.00058465058629570364 0.00070994780578005775 -0.00044851818333725159 0.00043291604430932139 0.00080656549267117846 -0.00039410093377227899 -0.00071008916420396424 -0.00081043409823905682 0.00056964253760977753 -0.0009518194365919835 -0.00030872674577756589 0.00023725644735220287 -0.00049920368683524432 -0.00084066839015297138 -0.00075694169499911372 -0.00057166019968766103 0.00024479755258653311 0.0022730918042361734 -0.00010122056529715857 0.00045191320590674876 0.00057612720281920496 -2.5999757531019351e-05
leaf_weight=26 23 27 21 25 27 22 25 20 22 26 29 45 31 20 33 20 27 23 33 28 25 26 20 30 20 20 28 25 27 2347
leaf_count=26 23 27 21 25 27 22 25 20 22 26 29 45 31 20 33 20 27 23 33 28 25 26 20 30 20 20 28 25 27 2347
internal_value=0 2.7318e-06 -1.8084e-06 1.95463e-06 8.29028e-05 3.22133e-05 -1.09764e-05 -1.15729e-05 -4.98165e-05 -1.52096e-05 5.59907e-05 -1.04269e-05 -0.000104979 0.000335716 -0.00036139 -0.00024545 -0.000164738 -0.000353196 8.65394e-05 -0.000111646 -1.6232e-05 -1.1521e-05 -1.60403e-05 0.000159416 0.000340675 0.00125894 -0.000112792 -2.71164e-05 0.000231296 -2.09627e-05
internal_weight=0 3095 3072 3045 436 411 389 2609 362 340 282 256 211 51 58 160 140 80 60 57 2588 2563 2543 151 121 40 81 2392 55 2372
internal_count=3121 3095 3072 3045 436 411 389 2609 362 340 282 256 211 51 58 160 140 80 60 57 2588 2563 2543 151 121 40 81 2392 55 2372
is_linear=0
shrinkage=0.1


Tree=1866
num_leaves=31
num_cat=0
split_feature=132 132 120 40 33 9 9 0 41 42 3 33 13 13 13 12 42 16 52 1420 1186 129 394 43 51 12 13 132 132 394
split_gain=0.000257921 0.000867435 0.000637124 0.000586047 0.000398254 0.000349611 0.00198092 0.000645991 0.000425439 0.000800279 0.000445274 0.000505714 0.000446191 0.00104277 0.000714443 0.000656718 0.000641634 0.00104374 0.000661742 0.000619934 0.000512462 0.000522253 0.000917818 0.000560824 0.00398033 0.00114517 0.00155118 0.000886837 0.00655754 0.00616245
threshold=-0.44750499999999993 -0.41127499999999995 0.09852000000000001 -0.24134999999999998 -0.012019999999999998 0.092410000000000006 0.086220000000000005 -0.0058249999999999994 0.08690500000000001 0.094165000000000013 -0.52915999999999996 0.085305000000000006 0.19762500000000002 0.11217000000000001 0.10591500000000001 0.095110000000000014 -0.025789999999999997 -0.065999999999999989 -0.029369999999999997 1.0000000180025095e-35 -0.090804999999999983 0.10596500000000002 -0.16013499999999997 0.084740000000000024 0.081440000000000026 0.09141500000000001 -0.051094999999999995 -0.083284999999999984 -0.085749999999999979 0.0066850000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 8 -7 10 -10 -6 12 13 14 19 -15 17 -14 -19 20 -12 22 -22 27 25 -25 -27 28 -24 -29
right_child=1 2 -4 4 5 7 -8 -9 9 -11 11 -13 16 15 -16 -17 -18 18 -20 -21 21 -23 23 24 -26 26 -28 29 -30 -31
leaf_value=-0.00026611713724883482 0.00064361491947368321 0.00050546159846303251 -0.00053749576591971245 -0.00038357551298017997 -0.00046521308734857788 -0.00067858537686766966 0.00097415771867547711 8.8539316430282991e-05 0.00072650535819221939 1.3937012085484134e-06 0.0003564812616968993 -0.00047004476832428383 0.00027428970962268471 9.7269078833051029e-05 -0.00047679238510505871 0.00080802067274747145 -0.00068996304050112191 -9.8549772872391989e-05 -0.00081663292450165109 0.00050169689860194919 -0.00066815321292129485 0.00036369588756076016 -0.00018795077829219571 -0.00026528739208304107 -0.0015039691817946732 0.00073589142301824654 -0.00014261898203668269 1.2758685204299122e-05 0.0017728321254253387 -0.0017505733380676247
leaf_weight=36 21 23 22 27 21 21 21 23 23 45 40 23 45 26 31 26 21 33 21 25 21 38 66 86 20 37 44 2192 23 20
leaf_count=36 21 23 22 27 21 21 21 23 23 45 40 23 45 26 31 26 21 33 21 25 21 38 66 86 20 37 44 2192 23 20
internal_value=0 3.10541e-06 -1.2845e-06 2.59342e-06 -1.23764e-06 2.2126e-06 6.38874e-06 -0.000277588 -5.54599e-07 0.000246652 -6.4343e-06 -3.03953e-06 7.76147e-07 9.17717e-06 4.52116e-07 0.000452645 -0.000187897 -8.13979e-05 -0.000377804 6.1162e-06 1.32705e-06 -4.25056e-06 -9.82328e-06 -4.26664e-06 -0.000170809 -1.11495e-05 0.000258676 9.26813e-06 0.000318768 -3.18464e-06
internal_weight=0 3085 3064 3042 3019 2992 2948 44 2927 68 2859 2838 2815 2695 2643 52 120 99 54 2612 2587 2547 2509 2488 187 167 81 2301 89 2212
internal_count=3121 3085 3064 3042 3019 2992 2948 44 2927 68 2859 2838 2815 2695 2643 52 120 99 54 2612 2587 2547 2509 2488 187 167 81 2301 89 2212
is_linear=0
shrinkage=0.1


Tree=1867
num_leaves=31
num_cat=0
split_feature=33 9 3 40 130 34 9 4 0 4 151 151 1373 484 157 157 51 2 447 15 48 151 13 13 156 1348 1426 1427 1427 1
split_gain=0.000300024 0.000406738 0.000806483 0.000350623 0.000822981 0.000342966 0.000383525 0.000441662 0.00100649 0.000420723 0.000333384 0.0009171 0.000913481 0.00181668 0.00149659 0.000948444 0.000908979 0.000950169 0.00107718 0.00105212 0.000836605 0.00110536 0.000832499 0.000695032 0.000672529 0.000571618 0.000535964 0.000552465 0.000674427 0.000644748
threshold=-0.018454999999999996 0.091905000000000014 -0.13309499999999996 -0.24290999999999999 -0.22229499999999999 -0.097449999999999981 -0.090799999999999978 0.59999500000000017 -0.11013499999999998 0.51388000000000011 -0.081519999999999981 -0.083694999999999978 0.081220000000000014 0.091180000000000011 -0.086244999999999988 -0.083699999999999983 -0.021449999999999997 0.10699500000000002 0.085730000000000015 -0.10469999999999999 0.086425000000000016 -0.088279999999999983 -0.083364999999999981 -0.075129999999999988 0.087985000000000022 0.087660000000000016 -0.089244999999999977 0.089335000000000012 0.078535000000000008 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6 -7 9 -9 10 11 12 13 14 -8 -16 24 18 20 -19 21 -18 -13 -22 -17 26 -12 28 -28 -29
right_child=1 2 -4 4 5 6 7 8 -10 -11 25 22 -14 -15 15 16 17 19 -20 -21 23 -23 -24 -25 -26 -27 27 29 -30 -31
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leaf_weight=25 23 21 32 23 20 29 31 21 20 23 26 20 32 23 30 20 35 21 26 20 29 25 30 24 21 27 2365 20 33 26
leaf_count=25 23 21 32 23 20 29 31 21 20 23 26 20 32 23 30 20 35 21 26 20 29 25 30 24 21 27 2365 20 33 26
internal_value=0 -2.78612e-06 -0.00027743 1.99735e-06 4.95966e-06 3.86543e-07 -2.38619e-06 1.17375e-06 0.000327094 -3.42299e-06 -2.56299e-08 8.63375e-05 2.70419e-05 8.03704e-05 1.0671e-05 9.1631e-05 2.00112e-05 0.000116803 -7.97853e-06 0.000539841 0.000125553 0.000381284 0.00048599 -0.000163954 -0.000404926 -1.34107e-05 -8.40833e-06 -1.32129e-05 -1.97979e-05 0.000330066
internal_weight=0 3096 53 3043 3020 2997 2977 2948 41 2907 2884 387 337 305 282 251 221 180 139 41 113 60 50 53 41 2497 2470 2444 2398 46
internal_count=3121 3096 53 3043 3020 2997 2977 2948 41 2907 2884 387 337 305 282 251 221 180 139 41 113 60 50 53 41 2497 2470 2444 2398 46
is_linear=0
shrinkage=0.1


Tree=1868
num_leaves=31
num_cat=0
split_feature=132 1203 394 130 48 131 13 42 16 399 130 121 33 9 16 394 52 130 3 13 2 130 129 129 51 51 51 12 2 2
split_gain=0.00025871 0.00103824 0.000688641 0.000885275 0.000374895 0.00104039 0.000820448 0.00134779 0.000676571 0.000813757 0.000344779 0.000683293 0.000392473 0.000418267 0.00159298 0.00037578 0.000819804 0.00129214 0.000912985 0.00216867 0.00119688 0.000670441 0.000373521 0.000577282 0.000399075 0.00116509 0.00121422 0.000888522 0.00218364 0.00177153
threshold=-0.083449999999999983 0.089005000000000015 0.013605000000000001 -0.095314999999999983 0.086425000000000016 -0.076979999999999979 -0.0087749999999999981 -0.058859999999999989 -0.080344999999999986 0.090005000000000016 -0.22699999999999995 -0.088279999999999983 -0.009184999999999997 0.091600000000000015 -0.4179199999999999 -0.0074349999999999998 0.085815000000000016 -0.0089599999999999975 -0.08824499999999999 -0.0095349999999999983 0.097845000000000015 -0.0034949999999999994 0.10260500000000002 0.093120000000000022 0.094075000000000006 0.090560000000000015 0.089355000000000004 0.086700000000000013 0.085235000000000019 0.098260000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 5 -1 8 -8 9 -7 -2 -12 -13 15 -15 16 18 -18 -14 -20 -21 -17 23 24 25 26 -23 28 -26 -30
right_child=2 -3 3 -5 -6 6 7 -9 -10 -11 11 12 13 14 -16 21 17 -19 19 20 -22 22 -24 -25 27 -27 -28 -29 29 -31
leaf_value=0.00063525156971688075 -0.0004120000713373884 -0.00072569428448332474 -7.1286055026575926e-07 0.00089189410573453642 -0.00038922641356475655 0.00021984390332363546 0.00010843362401975619 -0.00083179898171996088 0.00054029949360820298 -0.00057976869633421298 0.00055979841907339341 -0.00035944293224019928 -0.00042353928887151645 -0.00025572422612458469 0.00089744337728125576 -0.00051613559212105784 0.00086178941137129159 -3.0035286454221935e-05 -0.00040166274152029103 0.0010741007841156365 4.5133269304642459e-05 -1.9932107445633301e-05 -0.0003051044942744406 0.00040843351453077051 -0.00091422575702745229 -0.00061065684809970364 0.00069537757966221152 0.00029466761585684835 0.0006791878465599822 -0.00013923604066762003
leaf_weight=24 20 24 25 20 25 35 31 30 27 20 22 30 38 25 23 26 33 32 37 26 20 2114 41 34 25 33 24 132 38 87
leaf_count=24 20 24 25 20 25 35 31 30 27 20 22 30 38 25 23 26 33 32 37 26 20 2114 41 34 25 33 24 132 38 87
internal_value=0 -0.000105586 7.85079e-06 0.000396001 -2.80724e-05 2.59926e-05 -7.62607e-05 -0.000353976 0.000130332 -7.09243e-05 1.74353e-06 4.65721e-06 3.23251e-07 4.19448e-06 0.000296835 -9.32074e-07 0.000136297 0.000422737 -1.75763e-05 0.000168286 0.000626724 -1.0926e-05 -5.73004e-06 -7.94638e-07 -6.46678e-06 -2.10037e-05 -1.19024e-05 0.000105447 -6.10669e-05 0.000109565
internal_weight=0 216 2905 45 192 167 143 61 82 55 2860 2840 2818 2788 48 2740 186 65 121 83 46 2554 2528 2487 2453 2171 2138 282 150 125
internal_count=3121 216 2905 45 192 167 143 61 82 55 2860 2840 2818 2788 48 2740 186 65 121 83 46 2554 2528 2487 2453 2171 2138 282 150 125
is_linear=0
shrinkage=0.1


Tree=1869
num_leaves=31
num_cat=0
split_feature=33 9 2 10 40 130 471 471 11 11 16 1420 156 1428 42 155 475 16 3 133 133 12 52 484 1456 1 1 481 0 4
split_gain=0.000296148 0.000403065 0.00140641 0.000428492 0.000298242 0.000704989 0.00024926 0.000417814 0.000667142 0.00129918 0.00121626 0.000608027 0.000595368 0.000359652 0.00134965 0.00046366 0.000453088 0.000386644 0.00125992 0.00125594 0.00229813 0.00282283 0.00235973 0.000982483 0.00102912 0.00120774 0.00114256 0.000829308 0.000822065 0.000809357
threshold=-0.018454999999999996 0.088235000000000022 -0.14451499999999998 0.10223 -0.24290999999999999 -0.22229499999999999 0.10693500000000002 0.094575000000000006 0.094350000000000003 0.089270000000000002 0.51747500000000002 -0.086219999999999977 -0.092624999999999985 0.081935000000000022 0.084435000000000024 0.12509500000000004 0.062280000000000009 0.071345000000000006 0.12178000000000001 0.10209000000000001 0.089405000000000012 0.090695000000000012 0.10024500000000001 -0.078424999999999981 -0.033364999999999992 0.10060500000000001 0.11634000000000001 -0.078899999999999984 -0.052984999999999997 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 7 8 9 11 -10 -7 -13 15 -15 16 17 29 19 20 22 -22 23 27 -25 -26 -27 -19 -28 -14
right_child=1 2 -4 -5 5 6 -8 -9 10 -11 -12 12 13 14 -16 -17 -18 18 -20 -21 21 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=0.0003427978912368417 -0.0003562129193754948 0.00037038388893605493 -0.00092247063903847621 -0.00025439201285951726 0.0005567777018966254 0.00053704942381175766 0.00035285406716866418 -0.00041691211336001291 -2.5419222989252634e-05 -0.00080784214980667468 0.00092344747655178348 -0.00052121677032449627 0.00040303195676712612 -0.00067502913952921517 0.00031699830597062831 0.00039066818407586506 0.00035922821819050506 -1.3794451660942286e-06 0.00060977796820225203 0.00032990418036933991 7.4035716243088241e-05 -0.0014702459508232001 -0.00095238269206110383 0.00062514814255278442 0.0001946142615427972 -0.00095446315244771549 -0.00050624228024389597 -0.00084168500919907315 0.00038957687904171294 3.9634855098836079e-06
leaf_weight=25 23 23 21 21 23 21 20 24 35 20 22 22 52 32 24 31 35 24 24 50 20 29 29 31 113 21 20 23 21 2242
leaf_count=25 23 23 21 21 23 21 20 24 35 20 22 22 52 32 24 31 35 24 24 50 20 29 29 31 113 21 20 23 21 2242
internal_value=0 -2.76807e-06 -0.000249158 7.21954e-05 2.51579e-06 5.25873e-06 1.00917e-06 -1.36416e-06 2.02692e-06 -4.66886e-06 0.00034081 9.39889e-07 -3.02012e-06 1.02112e-06 -0.000249875 6.10255e-06 1.74207e-06 -2.89372e-06 -9.29727e-05 -0.00013724 -0.000207806 -0.000839927 -9.79696e-05 -3.28667e-08 9.40949e-05 2.25955e-08 -0.000354636 -0.000412593 -4.74081e-05 1.30095e-05
internal_weight=0 3096 65 44 3031 3008 2985 2965 2941 2884 57 2864 2843 2821 56 2765 2734 2699 405 381 331 49 282 253 206 175 62 47 41 2294
internal_count=3121 3096 65 44 3031 3008 2985 2965 2941 2884 57 2864 2843 2821 56 2765 2734 2699 405 381 331 49 282 253 206 175 62 47 41 2294
is_linear=0
shrinkage=0.1


Tree=1870
num_leaves=31
num_cat=0
split_feature=16 2 12 13 155 156 475 2 154 471 14 13 4 16 14 104 34 13 9 1 2 30 40 13 0 0 52 16 3 1
split_gain=0.000258333 0.000985376 0.00181901 0.00174739 0.000753672 0.000426975 0.000631968 0.00142258 0.000515946 0.000421609 0.000399127 0.00154215 0.00102548 0.00102443 0.000639925 0.000413463 0.000619766 0.00205813 0.00063296 0.00124174 0.00053883 0.00038631 0.000355084 0.000359789 0.000409421 0.0011016 0.000977879 0.00053209 0.000327354 0.0025217
threshold=0.62682500000000008 0.10613000000000002 0.089410000000000003 0.097995000000000013 0.12509500000000004 0.12159000000000002 0.055635000000000011 0.10060500000000001 0.084190000000000001 0.094575000000000006 -0.23960999999999996 -0.117405 0.50996500000000011 -0.074319999999999983 -0.073114999999999986 0.086600000000000024 -0.057544999999999992 -0.0097949999999999982 0.091905000000000014 0.13471500000000003 -0.080614999999999978 0.086430000000000021 0.10214500000000001 0.41383500000000001 0.11070500000000001 0.056435000000000006 0.095415000000000014 0.071345000000000006 0.10732000000000001 0.10658000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 8 -8 9 10 11 -1 13 -13 -12 16 17 21 20 -20 -18 -16 23 24 25 28 27 -26 -22 -30
right_child=1 2 3 -5 -6 -7 7 -9 -10 -11 14 12 -14 -15 15 -17 18 -19 19 -21 22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.00089283432559265441 0.0004630365634329792 -0.00098491421236691109 0.00059896799279018659 -0.0005976137538116588 0.00057538129318424546 -0.00037461380571282159 -7.3278658847148359e-05 0.00090320049412548559 -0.00047393901034450649 0.00044800941860081539 -0.000475892343694858 -0.00024166819417760488 -0.00051955523457662722 0.00072436957384722873 -0.0004753100260304997 -0.00045668213468161414 0.00040567089945398038 0.00090401459561807349 -0.0009601504367310554 0.00015418411087011921 2.3283548747839489e-06 0.00013878448487957939 -0.0003749011124734982 0.00041900569689460096 0.00037255858042044569 -0.00073486131067121668 0.000766152282923703 -0.00029790720547115878 -0.00088313326620360986 6.5039081510897057e-05
leaf_weight=24 20 27 26 23 23 30 37 25 23 21 29 21 27 23 21 20 32 31 20 20 2276 20 26 20 20 21 23 29 36 127
leaf_count=24 20 27 26 23 23 30 37 25 23 21 29 21 27 23 21 20 32 31 20 20 2276 20 26 20 20 21 23 29 36 127
internal_value=0 -0.000161499 -0.00032585 3.73072e-05 5.12525e-06 7.56198e-07 4.54526e-06 0.000320463 -2.18563e-06 1.57271e-06 -1.69846e-06 0.000199847 -3.44017e-05 0.000263306 -8.60819e-06 -3.66608e-06 -3.37532e-07 0.000289148 -8.20279e-06 -0.000402983 -2.15252e-06 -0.000175752 -7.21472e-06 -3.46869e-06 -6.80577e-06 -1.36852e-05 0.000228241 -2.42477e-05 -7.47581e-06 -0.000144373
internal_weight=0 96 76 49 3025 3002 2972 62 2910 2887 2866 95 71 44 2771 2742 2722 72 2650 40 2610 41 2578 2552 2532 2460 72 49 2439 163
internal_count=3121 96 76 49 3025 3002 2972 62 2910 2887 2866 95 71 44 2771 2742 2722 72 2650 40 2610 41 2578 2552 2532 2460 72 49 2439 163
is_linear=0
shrinkage=0.1


Tree=1871
num_leaves=31
num_cat=0
split_feature=130 10 2 10 0 34 123 376 9 0 14 14 158 158 159 15 4 482 484 50 159 43 46 15 15 132 12 1204 484 15
split_gain=0.000257164 0.000757969 0.000934059 0.000607877 0.000657499 0.000475359 0.00228123 0.000624564 0.000530987 0.00143435 0.000308683 0.00132017 0.000848012 0.000629423 0.000453663 0.000699848 0.000439079 0.000393769 0.00055845 0.000384273 0.000536722 0.000786393 0.000415574 0.000370141 0.0020358 0.00166173 0.00799114 0.0072365 0.00138583 0.00383166
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.086389999999999981 -0.072894999999999988 -0.057544999999999992 0.083805000000000004 0.084145000000000011 0.088235000000000022 -0.0058249999999999994 -0.31455999999999995 -0.44847999999999993 -0.47382999999999992 -0.4686749999999999 -0.45371999999999996 -0.0058549999999999991 0.51303500000000013 0.11562500000000002 0.18587500000000004 0.14101500000000003 -0.26157999999999998 -0.05647499999999999 0.084955000000000017 0.087575000000000014 0.087260000000000018 -0.083284999999999984 0.091840000000000019 -0.078604999999999994 -0.081614999999999979 0.087960000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -5 -8 10 -10 11 16 -12 -14 15 -15 -7 18 19 20 21 -16 23 24 -22 26 -25 -27 -29 -30
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leaf_value=-0.00035743284475756813 -3.6382000516390517e-05 -2.6352566666901114e-05 0.00091851040895562619 0.00088221693700743899 -0.00079560497892089193 0.00015524138809843479 -0.00057293583067012546 0.00014244271957208044 -0.00080246232287858486 0.0002765395435165953 -0.00065329656237736347 0.00089780980779323731 0.00048067316507782655 -3.4978277908521705e-05 0.00079153359571743445 -0.00075946852070046594 -0.00042362555861473082 0.00034485298189489795 -0.00046389860127909251 -0.00043483767571160568 -1.5505550017188117e-05 -8.4633782153105129e-05 0.00043222214021211997 -0.00068622332598481869 -0.00096212864509257292 -0.0018526207120157781 0.0021067809499800204 -0.00042995311125604513 0.0013608574970324604 6.9648734869323103e-05
leaf_weight=20 21 25 20 33 20 38 23 26 28 22 20 20 27 40 21 20 20 33 26 20 1857 20 22 21 23 20 20 49 24 542
leaf_count=20 21 25 20 33 20 38 23 26 28 22 20 20 27 40 21 20 20 33 26 20 1857 20 22 21 23 20 20 49 24 542
internal_value=0 2.30527e-06 0.000429419 -3.4175e-06 -0.000368243 2.02765e-06 0.000239502 -0.000193347 -4.61159e-06 -0.000327702 9.91776e-07 0.000197216 -4.46473e-06 1.94745e-07 -4.509e-06 -0.000276475 -4.43679e-05 1.53917e-06 -2.71199e-06 1.83172e-06 5.16635e-06 0.000364135 -5.42619e-07 -4.26751e-06 -2.70866e-05 5.91938e-05 0.000676218 1.93545e-05 8.02317e-05 0.0001244
internal_weight=0 3101 41 3060 45 3015 82 49 2933 50 2883 78 2805 2785 2758 60 58 2698 2665 2639 2619 41 2578 2556 1880 676 41 635 615 566
internal_count=3121 3101 41 3060 45 3015 82 49 2933 50 2883 78 2805 2785 2758 60 58 2698 2665 2639 2619 41 2578 2556 1880 676 41 635 615 566
is_linear=0
shrinkage=0.1


Tree=1872
num_leaves=31
num_cat=0
split_feature=132 132 16 131 11 11 11 156 475 400 132 12 394 3 12 403 128 38 52 393 1 1 1 1 9 10 9 39 47 3
split_gain=0.000312174 0.000742535 0.000611912 0.000396463 0.000363657 0.000826972 0.000646682 0.00121473 0.000945695 0.000337223 0.000584105 0.00769099 0.00415592 0.00115866 0.000669028 0.000766054 0.000501882 0.000820287 0.000474828 0.000462634 0.000393615 0.00110455 0.00057362 0.000568163 0.00116632 0.000612644 0.00231248 0.00044836 0.000457079 0.000482169
threshold=-0.44750499999999993 -0.41127499999999995 0.67964000000000013 0.13602500000000003 0.10458500000000001 0.095720000000000013 0.090070000000000025 0.15608500000000003 -0.41754499999999994 0.11741500000000001 -0.083284999999999984 0.091475000000000015 0.11233000000000001 -0.083924999999999986 0.088045000000000012 -0.089609999999999981 0.11876500000000001 0.10914000000000001 0.08568000000000002 0.098330000000000015 0.16540500000000002 0.14627000000000004 0.13968000000000003 0.13743000000000002 0.092235000000000011 1.0000000180025095e-35 0.085555000000000006 0.10661000000000002 0.12958500000000003 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 -3 10 11 13 16 14 15 -10 17 19 -17 20 21 22 23 24 25 26 27 28 29 -12
right_child=1 2 -4 -5 -6 -7 -8 -9 9 -11 12 -13 -14 -15 -16 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0002927708087049218 0.00059602204045014723 0.00060297870888741903 -0.0004659870071398993 0.00033352950316232945 0.00034041714726857123 -0.00050167723410678188 0.00046363261644728483 -0.00074329272399402489 0.00042754051537485793 -0.00033088460744869327 5.5465489502296563e-07 0.0019164274880577896 -0.0013784270504732955 -0.00062306780054121084 0.00056485953349952724 -1.8988731001930623e-05 0.00048860087288717514 -0.00062470777109930556 -0.00067873005027649933 0.00040708447164174036 0.00041960499709768395 -0.00049080437051800447 0.00041784685983491891 -0.00045806227760665399 0.00074523501985129857 0.00039519108676789699 -0.0010300398497334257 0.00034531795640391097 0.00033848307545045637 -0.00018902953521395753
leaf_weight=36 21 26 28 36 31 33 30 22 20 31 2168 22 22 33 21 24 21 21 20 28 22 46 33 27 21 38 22 37 38 143
leaf_count=36 21 26 28 36 31 33 30 22 20 31 2168 22 22 33 21 24 21 21 20 28 22 46 33 27 21 38 22 37 38 143
internal_value=0 3.41645e-06 -6.45145e-07 3.64655e-06 -3.1205e-07 -3.86968e-06 1.72557e-06 -3.04291e-06 2.60393e-06 -2.85784e-06 7.39196e-07 0.000199876 -9.63639e-06 -0.000120159 7.50886e-05 -8.56175e-05 1.66319e-06 -2.20432e-06 -0.000318871 2.77951e-06 -1.58294e-06 -5.18423e-06 3.65571e-06 -1.82477e-06 3.16851e-06 -3.20246e-06 -9.4894e-06 -7.94679e-08 -5.51996e-06 -1.11764e-05
internal_weight=0 3085 3064 3036 3000 2969 2936 2906 2884 2858 2827 140 2687 118 85 64 2665 2644 44 2623 2595 2573 2527 2494 2467 2446 2408 2386 2349 2311
internal_count=3121 3085 3064 3036 3000 2969 2936 2906 2884 2858 2827 140 2687 118 85 64 2665 2644 44 2623 2595 2573 2527 2494 2467 2446 2408 2386 2349 2311
is_linear=0
shrinkage=0.1


Tree=1873
num_leaves=31
num_cat=0
split_feature=132 1203 394 130 130 2 52 1204 2 43 1186 391 1213 12 1212 1212 401 1213 402 1212 0 13 0 1212 394 43 52 52 42 2
split_gain=0.000318187 0.000839235 0.000802993 0.000849536 0.000397593 0.00175628 0.000645661 0.000395166 0.00125884 0.00170261 0.000490284 0.000440417 0.000422617 0.000869027 0.00125856 0.000623111 0.000796737 0.00219967 0.00105607 0.000531348 0.00212904 0.00301029 0.00108358 0.000934106 0.000698672 0.000547916 0.00274239 0.00431437 0.000724398 0.00108793
threshold=-0.083449999999999983 0.089005000000000015 0.013605000000000001 -0.095314999999999983 0.10923000000000001 0.097385000000000013 0.088785000000000017 -0.016569999999999994 0.080205000000000012 -0.029804999999999995 -0.089559999999999987 -0.086514999999999981 0.12275000000000001 0.087625000000000022 0.12799000000000002 0.11796000000000001 -0.06959499999999999 -0.060974999999999994 -0.40883999999999993 0.087615000000000012 -0.084269999999999984 -0.085584999999999981 -0.081459999999999991 0.085870000000000016 -0.088469999999999979 0.084740000000000024 0.070205000000000017 0.11639500000000001 0.081660000000000024 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 6 -6 -1 8 -2 -10 -9 -12 15 -14 -15 16 17 -13 -18 23 21 -21 -22 24 -20 -26 28 -28 29 -27
right_child=2 -3 3 -5 5 -7 -8 10 9 -11 11 12 13 14 -16 -17 18 -19 19 20 22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-5.4721082574915052e-05 0.00084664877200418202 -0.00067461495539949587 3.9222863677423448e-05 0.00091362709870736582 -0.0010104197268810823 0.00022595312739549962 0.00053347521488004447 -0.00046436776528539867 -0.00057063150530060143 0.00044312536507228246 0.00043501611799001694 -0.00019901307025941572 -0.0002814311931918686 0.0008635169889349792 -9.0113204903900633e-05 -0.00043040562516710322 -0.00063531714431182664 0.0011655944417552314 -0.00042369143758640767 1.6604965552687645e-05 0.00057722326882574105 -0.0015872735676980068 -0.00022427435740954369 0.00053179520058840737 1.5916329965254232e-05 0.00027709489989071948 -0.001928411676781252 -5.3858428665470075e-06 0.00031636976664231045 -0.00072917461407736748
leaf_weight=123 23 24 25 20 20 27 22 23 30 37 23 27 24 31 25 35 27 21 39 25 31 22 37 33 2192 22 20 28 64 21
leaf_count=123 23 24 25 20 20 27 22 23 30 37 23 27 24 31 25 35 27 21 39 25 31 22 37 33 2192 22 20 28 64 21
internal_value=0 -0.000117096 8.70659e-06 0.000427847 -4.74057e-05 -0.000300163 3.45225e-05 2.11173e-06 0.000208329 -1.07956e-05 -4.58847e-06 -7.38848e-07 -4.41813e-06 0.000222023 0.000437789 -1.12696e-05 -5.64685e-06 0.000398003 -1.32123e-05 -6.58374e-06 -0.000216601 -0.000734147 0.000141114 3.40055e-06 -3.90751e-06 3.06802e-06 -0.000178632 -0.000806647 0.000103094 -0.000214339
internal_weight=0 216 2905 45 192 47 145 2860 90 67 2770 2747 2724 80 56 2644 2609 48 2561 2534 115 47 68 2419 2386 2347 155 48 107 43
internal_count=3121 216 2905 45 192 47 145 2860 90 67 2770 2747 2724 80 56 2644 2609 48 2561 2534 115 47 68 2419 2386 2347 155 48 107 43
is_linear=0
shrinkage=0.1


Tree=1874
num_leaves=31
num_cat=0
split_feature=367 12 130 39 128 12 15 46 149 13 153 473 157 16 475 1429 1425 14 13 2 52 14 105 33 474 42 3 47 2 160
split_gain=0.000268453 0.000597258 0.00076418 0.000290482 0.000459143 0.000412932 0.001591 0.000892767 0.000410746 0.000349262 0.000344183 0.000382323 0.000548807 0.000356346 0.000788587 0.000595581 0.000484177 0.000426943 0.00167605 0.0010824 0.00160495 0.000732183 0.00047166 0.000637473 0.000408426 0.000484752 0.0007196 0.00126834 0.00190201 0.00141086
threshold=-0.0098099999999999975 0.23631000000000002 -0.22562499999999999 -0.020804999999999994 0.13051500000000002 0.12757000000000002 -0.043924999999999992 -0.043074999999999995 0.10022500000000002 0.27266500000000005 0.086100000000000024 -0.07576999999999999 0.42235000000000006 0.63636000000000015 0.12365000000000002 0.11023000000000001 0.089180000000000009 -0.23960999999999996 -0.117405 0.10402500000000002 -1.0000000180025095e-35 -0.073114999999999986 0.079510000000000011 -1.0000000180025095e-35 0.11134000000000001 -0.16797499999999996 -0.097604999999999983 0.085270000000000026 0.11548000000000001 0.08325500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 -5 9 10 11 -9 13 14 15 16 17 18 -13 -20 -21 -19 23 -23 25 -25 27 28 29 -27
right_child=1 -3 3 4 -6 6 -8 8 -10 -11 -12 12 -14 -15 -16 -17 -18 21 19 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00026775870874926852 0.0005511322626844049 -0.00052238895600153644 -0.00036606584405738182 0.00060771001056612785 0.00046458482670242948 -0.00098365102829120585 0.00015331257454818115 0.00044120590013335459 -0.00041669040571529577 -0.00031081549087603994 -0.00041076921937928997 0.00097694586729630824 -0.00050686581740765611 -0.0003308980355805327 0.00053804249120210966 -0.00052586406208796521 0.00039542258637084162 -0.00057774101442191754 0.00053085567127234988 0.00022172012226656082 -0.00098013446870027121 0.00048891745218834673 -0.0004594224327857691 -0.00037297774272571717 0.00041989701921525213 0.00042629655211931094 -1.8936786159503239e-05 -0.00040779920834481615 -0.00049787611474819257 -0.00018257610877589424
leaf_weight=37 25 22 22 24 21 20 32 20 24 36 20 22 21 31 28 21 32 22 23 25 20 27 22 35 23 200 2149 37 33 47
leaf_count=37 25 22 22 24 21 20 32 20 24 36 20 22 21 31 28 21 32 22 23 25 20 27 22 35 23 200 2149 37 33 47
internal_value=0 -3.21241e-06 5.17799e-07 -4.01475e-06 -1.37292e-06 -4.64116e-06 -0.000283981 2.96186e-07 -4.69968e-06 -1.28303e-06 2.61591e-06 5.52912e-06 2.43702e-06 6.26089e-06 1.00396e-05 4.64002e-06 8.74034e-06 4.13184e-06 0.000218253 -2.7206e-05 -0.000312437 -3.29434e-06 1.61737e-06 5.59341e-06 4.23141e-07 -3.43448e-06 1.81046e-06 0.00014246 0.000215173 0.000310438
internal_weight=0 3084 3062 3037 3015 2994 52 2942 2918 2894 2858 2838 2818 2797 2766 2738 2717 2685 90 68 45 2595 2573 2551 2524 2501 2466 317 280 247
internal_count=3121 3084 3062 3037 3015 2994 52 2942 2918 2894 2858 2838 2818 2797 2766 2738 2717 2685 90 68 45 2595 2573 2551 2524 2501 2466 317 280 247
is_linear=0
shrinkage=0.1


Tree=1875
num_leaves=31
num_cat=0
split_feature=33 10 16 34 10 15 31 43 14 2 142 13 1453 1453 1453 1455 1455 1453 3 3 2 160 16 160 13 158 42 16 42 12
split_gain=0.000251625 0.000298956 0.00393515 0.00450899 0.00138797 0.00236674 0.000331902 0.00138773 0.000331861 0.00158703 0.0011915 0.000663509 0.000399826 0.00074389 0.000544507 0.000530812 0.000541742 0.000617112 0.000533461 0.00252293 0.00189165 0.0037364 0.00636366 0.00164178 0.00145444 0.000909474 0.000868745 0.0012425 0.000987357 0.00165439
threshold=-0.012019999999999998 -0.0097449999999999985 -0.056919999999999991 -0.081364999999999993 -0.38124499999999995 -0.10324499999999999 -1.0000000180025095e-35 -0.081779999999999978 0.078235000000000013 0.082850000000000021 -0.057499999999999989 -0.036034999999999991 -0.083254999999999982 -0.079499999999999987 -0.076539999999999983 -0.24112999999999998 -0.097209999999999977 -0.048199999999999993 -0.0043399999999999992 -0.0080949999999999998 0.08647500000000001 -0.046074999999999991 -0.095964999999999981 0.10830500000000001 -0.15416999999999995 0.085030000000000008 -0.018024999999999996 0.38525000000000004 0.086375000000000021 -0.042789999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 7 -3 10 -10 -8 -11 -12 -14 -15 -16 -17 -18 19 24 21 -20 -23 25 -19 26 -22 28 29 -28
right_child=1 6 3 -5 5 -7 8 -9 9 11 12 -13 13 14 15 16 17 18 20 -21 23 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0002984289171373738 0.00019503947006365381 0.00023635607212781908 -0.00014280485120252707 0.001931812695957805 -0.0012984022914679372 0.00015526968082191337 0.00075675164532315522 -0.00089151062536984682 -0.00090443732396638759 0.00046621594816679141 -0.00030189142210495682 -0.00019373437759126179 0.00052772792761162333 -0.00048426123963587965 0.00041578777928671408 -0.00051890317758079613 0.00047915162285789848 -0.00080121319447441601 -0.0005752523706871129 -0.0010411248586024158 -0.00062143138200553959 -8.8825981839801428e-05 0.0020823076477864996 -0.00079425559088122102 -1.7719351826139855e-06 0.0006549734181438301 0.00080626063673452551 0.00064806362726130837 -0.00058469581999816007 -3.8925711206107771e-05
leaf_weight=28 39 24 20 22 24 21 21 20 23 25 43 39 27 23 31 20 27 23 21 24 20 27 27 24 2157 24 26 32 27 212
leaf_count=28 39 24 20 22 24 21 21 20 23 25 43 39 27 23 31 20 27 23 21 24 20 27 27 24 2157 24 26 32 27 212
internal_value=0 2.70159e-06 0.000153566 0.0009439 -0.000241601 -0.000620022 -3.70519e-06 -0.000276311 3.98346e-07 -0.00019198 6.29995e-06 6.40587e-05 7.01557e-07 5.39546e-06 2.57763e-07 4.35179e-06 -3.87906e-07 3.49465e-06 -1.36266e-06 -2.14324e-05 9.91684e-05 0.000556583 0.000996741 5.17911e-06 -1.02064e-05 6.14443e-05 1.65084e-05 5.94673e-05 -1.16085e-05 5.34056e-05
internal_weight=0 3093 126 42 84 45 2967 44 2923 87 2836 64 2815 2772 2745 2722 2691 2671 2644 2204 440 75 54 365 2180 341 317 297 265 238
internal_count=3121 3093 126 42 84 45 2967 44 2923 87 2836 64 2815 2772 2745 2722 2691 2671 2644 2204 440 75 54 365 2180 341 317 297 265 238
is_linear=0
shrinkage=0.1


Tree=1876
num_leaves=31
num_cat=0
split_feature=130 121 33 9 3 4 474 4 3 160 2 1420 15 12 12 45 447 151 13 16 13 13 13 42 49 3 42 3 159 1455
split_gain=0.000254709 0.00069721 0.000423976 0.00031114 0.00163312 0.000275613 0.00130327 0.0011357 0.00364998 0.00242296 0.00222901 0.000792446 0.000716176 0.000668858 0.00102643 0.000633511 0.000636897 0.000628787 0.000923539 0.000580586 0.000812458 0.00469578 0.00153067 0.00157425 0.00375223 0.00303658 0.00568272 0.00309988 0.00261231 0.00174231
threshold=-0.23647499999999996 -0.088279999999999983 -0.009184999999999997 0.091600000000000015 -0.011549999999999998 0.056795000000000005 -0.26322499999999993 0.08184000000000001 -0.078084999999999988 -0.046074999999999991 0.10276500000000001 1.0000000180025095e-35 -0.085319999999999993 -0.095379999999999979 -0.092484999999999984 0.094030000000000016 0.089095000000000021 0.085465000000000013 -0.075974999999999987 -0.18708499999999997 -0.081659999999999996 -0.081029999999999977 -0.082574999999999982 0.083995000000000014 0.079765000000000016 -0.086424999999999988 0.086555000000000007 -0.085854999999999987 0.050895000000000003 -0.065979999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 8 12 -10 -11 13 -7 -8 -15 16 17 19 -19 -16 22 -22 23 24 -21 26 -25 -27 29 -29
right_child=1 2 3 4 -6 7 11 -9 9 10 -12 -13 -14 14 15 -17 -18 18 -20 20 21 -23 -24 25 -26 27 -28 28 -30 -31
leaf_value=-0.00035572217733715662 0.00052825585613027219 -0.00037607528637939445 -0.00069636101501860794 -0.00021703209831978331 0.00092511141140546129 2.5451960279427184e-05 0.00040578142758710561 -9.198131053876026e-06 0.00013615454099635826 0.0020500886091031133 0.00055710145737975837 0.00056161674049993353 -0.00074059848784995474 -0.00070257657961602413 -0.00039701239573052872 -0.00055019014583773576 -0.00046858303704842304 2.4263466392377661e-05 0.00076161309754332667 5.2754313845727486e-05 -0.0014692690368974582 -2.8323986358988366e-05 0.00065054731871482961 -0.0020883742751902903 0.0011794981925049798 0.0012324186973273754 -6.2495109935601547e-05 -0.00080730487402020539 -0.00092818078510704103 0.00010955272065283726
leaf_weight=20 25 30 28 31 21 26 37 509 32 20 20 24 23 22 39 22 30 49 26 133 23 1354 44 20 38 21 45 22 29 358
leaf_count=20 25 30 28 31 21 26 37 509 32 20 20 24 23 22 39 22 30 49 26 133 23 1354 44 20 38 21 45 22 29 358
internal_value=0 2.29423e-06 -1.98049e-06 1.70396e-06 0.000244218 -2.50804e-06 -1.81709e-05 5.62649e-05 0.000331642 0.000784733 0.0013036 -1.00419e-05 -0.000334123 -1.59761e-05 -2.28354e-05 -1.61979e-05 -1.09322e-05 -4.69433e-06 0.000279878 -1.47333e-05 -7.58964e-06 -5.23921e-05 7.93018e-05 4.15619e-05 0.000303142 -4.88021e-05 -0.000685843 4.74947e-05 -1.33449e-05 5.64715e-05
internal_weight=0 3101 3076 3046 52 2994 2364 630 121 72 40 2336 49 2312 2275 2253 2231 2201 75 2126 2087 1377 710 666 171 495 65 430 409 380
internal_count=3121 3101 3076 3046 52 2994 2364 630 121 72 40 2336 49 2312 2275 2253 2231 2201 75 2126 2087 1377 710 666 171 495 65 430 409 380
is_linear=0
shrinkage=0.1


Tree=1877
num_leaves=31
num_cat=0
split_feature=33 9 3 1186 52 16 1185 393 42 393 1204 1203 4 4 4 15 0 0 4 120 43 39 39 9 13 43 43 42 2 1
split_gain=0.000265657 0.000332008 0.00076078 0.000306233 0.00174889 0.000954315 0.00076937 0.000651693 0.00114612 0.000426715 0.000354557 0.00104937 0.000349651 0.00117354 0.00106199 0.000932788 0.003223 0.00118278 0.000762836 0.000664678 0.00158589 0.000628246 0.00096064 0.00100061 0.000833466 0.00120028 0.00196836 0.00107694 0.00186888 0.00100697
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 0.068350000000000008 0.085815000000000016 -0.08595499999999999 -0.10973499999999999 0.10358500000000001 -0.015274999999999999 0.091220000000000009 0.057120000000000011 -1.0000000180025095e-35 0.056795000000000005 0.058735000000000009 0.053925000000000008 -0.013104999999999999 -0.13455999999999999 -0.088099999999999984 0.061775000000000004 1.0000000180025095e-35 -0.23229999999999998 0.10508500000000001 0.090880000000000016 -0.036024999999999995 -0.097224999999999992 0.097930000000000017 -1.0000000180025095e-35 -0.0098899999999999978 0.10222000000000002 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 -5 -2 9 -9 10 11 -8 14 -14 -13 18 -17 -18 -15 20 -20 22 23 -22 25 26 -25 28 -26 -29
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 -12 12 13 15 -16 16 17 -19 19 -21 21 -23 -24 24 27 -27 -28 29 -30 -31
leaf_value=0.0003462684827602723 -0.0006218934297794477 0.00021709452252945908 -0.00055751527252141393 -0.00059986351379848202 0.00085852948813462053 0.00019061064633119496 0.00068906406813766812 0.00084830810616646579 -0.00017668332511675545 -0.00042527560726739471 -0.0004214245072216727 -1.6142137777091936e-05 0.00077978967006360608 -0.00061517047870438555 -0.00074815345345996325 0.0014141966663633607 -0.00054653113242238757 0.00045882513672536746 0.00090987934469012556 -0.00055023784399963914 -0.00070461490307934579 -0.00032360367702082997 0.00043524326422441479 -1.7888757779642391e-06 0.00091855175344756365 -0.00021270751834702516 0.0012296189081389458 -0.00051979230094915138 -0.00025803320168051871 -2.7247705022870964e-05
leaf_weight=22 20 21 32 24 27 42 22 24 20 24 20 2192 22 20 20 21 25 22 20 20 20 53 54 27 27 29 25 59 27 140
leaf_count=22 20 21 32 24 27 42 22 24 20 24 20 2192 22 20 20 21 25 22 20 20 20 53 54 27 27 29 25 59 27 140
internal_value=0 -2.45817e-06 -0.000250594 1.85936e-06 0.000180529 -9.68345e-05 -3.76756e-06 4.47416e-07 0.000382403 -5.36984e-06 -1.8523e-06 1.09724e-06 -4.26417e-06 6.26986e-05 -2.27607e-05 3.59143e-05 0.00038425 -7.59388e-05 -9.54991e-06 1.46266e-05 3.81136e-05 2.93004e-07 4.23678e-05 -1.75623e-05 2.35785e-05 0.000302761 0.000590234 -6.5804e-05 0.000330259 -0.000173279
internal_weight=0 3099 53 3046 93 66 2953 2933 44 2889 2865 2845 2823 611 2212 589 68 47 521 501 481 461 408 354 334 81 52 253 54 199
internal_count=3121 3099 53 3046 93 66 2953 2933 44 2889 2865 2845 2823 611 2212 589 68 47 521 501 481 461 408 354 334 81 52 253 54 199
is_linear=0
shrinkage=0.1


Tree=1878
num_leaves=31
num_cat=0
split_feature=106 34 34 1 159 10 4 13 13 1 4 0 47 1 147 49 3 0 3 157 3 1375 4 2 1 1 403 49 50 50
split_gain=0.000260431 0.000465369 0.00111143 0.00066085 0.000421525 0.000330523 0.00215648 0.000318579 0.00136033 0.00108158 0.000935479 0.000631736 0.000537976 0.00130383 0.00091967 0.00176796 0.000821503 0.000848208 0.000678955 0.0015806 0.000727492 0.000873685 0.000541496 0.00145616 0.000525375 0.00291608 0.00263372 0.000961665 0.000791212 0.00117559
threshold=0.085275000000000004 -0.081364999999999993 -1.0000000180025095e-35 0.10708500000000001 0.076905000000000015 -0.010699999999999999 0.053180000000000012 -0.17933499999999997 -0.40078499999999995 0.14804000000000003 -0.059649999999999988 -0.10836499999999999 0.13975500000000002 0.13686500000000004 0.095485000000000014 -0.048674999999999989 0.11924500000000002 -0.24955499999999997 0.097915000000000016 -1.0000000180025095e-35 0.095270000000000007 -0.23256999999999997 -0.51843499999999987 0.095195000000000016 0.090840000000000018 0.090275000000000008 -0.52336499999999997 -0.087004999999999985 0.13276000000000002 0.11768500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 -4 8 10 12 -7 -12 13 14 16 -16 17 -9 20 -20 21 -19 23 -23 25 -24 -26 -28 29 -29
right_child=4 2 5 -5 -6 7 -8 9 -10 -11 11 -13 -14 -15 15 -17 -18 18 19 -21 -22 22 24 -25 26 -27 27 28 -30 -31
leaf_value=-0.00075004157784860589 0.0004990925969280026 0.00063924932511764824 -0.00073702085355762401 5.314933313500314e-05 -3.7421226397782452e-05 0.00052462478352967518 0.00035092644306132574 0.00063768880458415621 -0.00065006336677843378 0.00069063199923181419 2.0305590061027382e-05 -0.00062478648847900334 0.00051876659426852711 -0.00065738678754617783 -0.00017492654680443761 0.001092842551059386 -0.00046361528955841144 0.00058495848361053509 -0.00035504927260002921 0.00073116260857598208 -0.00059429005376018936 0.00019622482121287087 7.2816493847610391e-06 -0.00098274376076005858 -0.001185799238183314 0.0010355233923162036 -0.00061605774514776265 -1.7657414269599352e-05 -0.00051342232710643052 0.00073004363935483122
leaf_weight=20 27 27 38 21 32 29 35 21 39 23 63 20 20 30 22 22 38 25 21 37 21 22 1843 20 21 28 28 476 30 22
leaf_count=20 27 27 38 21 32 29 35 21 39 23 63 20 20 30 22 22 38 25 21 37 21 22 1843 20 21 28 28 476 30 22
internal_value=0 -4.00981e-06 5.31828e-07 -0.000338651 0.000208102 -5.22815e-06 -0.000215402 2.44056e-08 -0.000141423 7.73506e-06 3.56932e-05 -0.000135138 2.01732e-06 -1.77255e-06 5.52015e-06 0.000458958 -2.00011e-06 4.70787e-06 -4.16492e-07 0.000337879 -8.15353e-06 -3.25935e-06 -9.16515e-06 -0.000365189 -3.05691e-06 2.26696e-05 -8.64784e-05 -4.49573e-05 -1.46717e-05 1.53736e-05
internal_weight=0 3062 3021 41 59 2994 73 2921 151 2770 112 83 2747 2727 2697 44 2653 2615 2594 58 2536 2515 2490 42 2448 1871 577 556 528 498
internal_count=3121 3062 3021 41 59 2994 73 2921 151 2770 112 83 2747 2727 2697 44 2653 2615 2594 58 2536 2515 2490 42 2448 1871 577 556 528 498
is_linear=0
shrinkage=0.1


Tree=1879
num_leaves=31
num_cat=0
split_feature=448 475 52 147 150 13 475 0 15 1 48 456 1374 1 457 447 0 14 16 16 16 12 150 0 0 133 160 15 0 0
split_gain=0.000265615 0.000939365 0.00116664 0.000427059 0.000474564 0.00249117 0.00087046 0.000739248 0.00331175 0.00131243 0.000591447 0.000510544 0.000501443 0.0004918 0.000477544 0.000338648 0.000493321 0.000328265 0.000758483 0.000782332 0.000554479 0.00120206 0.000486047 0.000474791 0.00284603 0.000797034 0.00079669 0.00106965 0.000539555 0.00222404
threshold=-1.0000000180025095e-35 -0.080004999999999979 -0.14813999999999997 0.095485000000000014 0.10921500000000002 -0.066634999999999986 -0.082759999999999986 -0.23001499999999997 -0.096999999999999989 0.099660000000000012 -0.080894999999999981 -0.014244999999999999 0.086765000000000023 0.087695000000000009 0.10021000000000001 0.09290000000000001 -0.082009999999999986 0.096015000000000017 -0.54165499999999989 -0.52595999999999987 -0.50690499999999983 0.087005000000000013 -0.089939999999999978 -0.14116499999999996 -0.14723999999999998 0.086085000000000009 -0.076689999999999994 -1.0000000180025095e-35 -0.11242999999999999 -0.10836499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 8 9 -2 -9 -12 14 -8 17 16 -4 18 -13 -20 21 -21 -22 24 25 26 -24 -28 -25 -30
right_child=3 2 15 -5 5 -7 13 10 -10 -11 11 12 -14 -15 -16 -17 -18 -19 19 20 22 -23 23 28 -26 -27 27 -29 29 -31
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leaf_weight=22 22 20 35 31 21 25 20 27 33 21 29 35 21 28 24 29 26 20 22 33 28 22 27 80 33 21 30 24 23 2289
leaf_count=22 22 20 35 31 21 25 20 27 33 21 29 35 21 28 24 29 26 20 22 33 28 22 27 80 33 21 30 24 23 2289
internal_value=0 -0.000138821 -0.000258122 6.13059e-06 2.26102e-06 -0.00021883 9.10425e-05 9.5175e-06 0.000317232 -0.000261056 1.12929e-06 -3.42541e-06 1.00498e-06 0.000325973 -2.76566e-06 -0.000104602 -0.00023835 1.20089e-06 4.22768e-06 -1.922e-06 3.08346e-06 0.000317233 -3.67906e-06 -8.27019e-06 -0.000190728 7.04338e-05 0.000212767 0.000434529 2.02738e-06 -6.80724e-06
internal_weight=0 132 110 2989 2958 94 69 2864 76 43 2788 2761 2732 48 2711 90 61 2687 2667 2632 2610 55 2555 2527 135 102 81 54 2392 2312
internal_count=3121 132 110 2989 2958 94 69 2864 76 43 2788 2761 2732 48 2711 90 61 2687 2667 2632 2610 55 2555 2527 135 102 81 54 2392 2312
is_linear=0
shrinkage=0.1


Tree=1880
num_leaves=31
num_cat=0
split_feature=1429 156 1428 155 3 1428 1429 1429 156 1446 52 2 475 13 484 1372 1429 52 160 0 1374 484 484 403 16 16 12 2 49 157
split_gain=0.000238036 0.000594915 0.000886802 0.000354837 0.00121287 0.000523553 0.000307924 0.000446298 0.00035296 0.000368483 0.000348504 0.000699247 0.000402068 0.00269317 0.00260943 0.00128561 0.00104994 0.000469426 0.00181133 0.00147283 0.000829285 0.000790288 0.00202237 0.00419447 0.00119395 0.00373171 0.00106143 0.0010881 0.00106986 0.000862606
threshold=0.12521000000000002 0.3248100000000001 0.10256000000000001 0.11562500000000002 -0.24163499999999996 -0.018864999999999996 -0.081904999999999992 -1.0000000180025095e-35 -0.092624999999999985 0.11787500000000002 -0.54906499999999991 0.091185000000000002 -0.085719999999999977 -0.086254999999999984 0.085790000000000019 -0.065504999999999994 0.084105000000000027 -0.080114999999999978 -0.085834999999999981 -0.21861499999999998 -0.26569999999999994 -0.085934999999999984 -0.081614999999999979 -0.55327499999999985 0.15891500000000003 0.23311500000000004 0.086505000000000012 0.096015000000000017 -0.004729999999999999 -0.084489999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 -8 -9 10 11 -10 13 -12 16 -14 -15 18 -17 -20 -19 26 -23 -24 29 -26 28 -28 -22 -25
right_child=-2 -3 -4 4 -6 6 7 8 9 -11 12 -13 15 14 -16 17 -18 20 19 -21 21 22 23 24 25 -27 27 -29 -30 -31
leaf_value=0.00036523469726746093 0.00034388273197691891 -0.00053266507651035988 0.00062001562375529754 -0.00087314187927404422 0.00011956069338339149 -0.00030277213021797842 0.00039026043899678464 -0.00035731898008504819 -8.036891813389957e-05 0.00038964716804912314 0.001065333151536134 0.00066377576718957209 -0.00062698479947250558 0.00082938209857924712 -0.0009768682532012463 -0.00094166350051333816 -8.060396621658584e-05 0.00063791761765190011 -0.0007850444526411593 -1.1992005550307612e-05 0.00012940360360186209 -0.00072148398127562063 0.0014465288538485768 0.00038514354337480501 -0.0015669931750744584 7.4690876192309792e-05 -0.00026536405698317006 0.00055118424142710869 0.0010948425825821082 -6.6055799151434205e-06
leaf_weight=39 20 21 23 20 32 34 29 28 28 24 26 23 34 21 24 24 32 21 26 473 22 39 20 58 20 45 47 25 24 1819
leaf_count=39 20 21 23 20 32 34 29 28 28 24 26 23 34 21 24 24 32 21 26 473 22 39 20 58 20 45 47 25 24 1819
internal_value=0 -2.21787e-06 1.39881e-06 -3.25549e-06 -0.000262248 1.22625e-06 -3.56011e-06 -9.03903e-08 -3.98986e-06 -5.48746e-07 -3.83345e-06 0.000255226 -8.55203e-06 0.000185355 -0.000111781 -1.59574e-05 0.000279957 -8.15611e-06 -9.30847e-05 -5.22713e-05 1.25998e-05 6.40269e-06 -8.42743e-06 5.74647e-06 -9.09166e-06 -0.000430443 0.000257886 1.81597e-05 0.000633111 5.49961e-06
internal_weight=0 3101 3080 3057 52 3005 2966 2932 2903 2875 2851 51 2800 103 77 2697 53 2663 523 499 2140 2119 2001 1962 1942 65 118 72 46 1877
internal_count=3121 3101 3080 3057 52 3005 2966 2932 2903 2875 2851 51 2800 103 77 2697 53 2663 523 499 2140 2119 2001 1962 1942 65 118 72 46 1877
is_linear=0
shrinkage=0.1


Tree=1881
num_leaves=31
num_cat=0
split_feature=49 2 49 130 130 1447 1447 2 1447 13 43 4 479 481 480 1132 123 376 151 1375 2 475 484 1375 3 1375 52 2 4 150
split_gain=0.000255311 0.00124942 0.000455628 0.000319594 0.000752097 0.000288865 0.00215394 0.00120168 0.000962662 0.000900385 0.000844368 0.00083762 0.000389513 0.000666566 0.000602575 0.000351068 0.000416415 0.000385664 0.000412457 0.000421063 0.00111087 0.000446627 0.00198949 0.00153663 0.00420965 0.00142921 0.00133958 0.000970789 0.00102758 0.000940849
threshold=-0.23803499999999997 0.10327000000000001 -0.16230499999999995 -0.22562499999999999 -0.14750499999999997 -0.085804999999999979 -0.086359999999999978 0.083935000000000023 -0.084334999999999979 -0.085034999999999986 -0.082064999999999985 -0.0047449999999999992 0.10713500000000002 -0.15265499999999996 0.11144000000000001 0.085085000000000008 -0.078164999999999998 -0.083489999999999981 0.26665000000000005 0.089070000000000024 0.090935000000000016 -0.085774999999999976 0.085790000000000019 -0.15308499999999997 0.088060000000000013 -0.090674999999999992 -0.54663499999999987 0.086950000000000013 -0.015624999999999998 0.12706500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 7 -6 9 -7 -9 -12 13 -10 15 16 -15 -18 19 21 -21 22 26 24 -23 -25 -19 -28 -29 -27
right_child=2 -3 3 4 5 8 -8 10 12 -11 11 -13 -14 14 -16 -17 17 18 -20 20 -22 23 -24 25 -26 29 27 28 -30 -31
leaf_value=0.00069815684938266025 -0.00042874353355728092 -0.00032578838244345129 -0.00034918937949791705 0.00061411161965224898 0.00065466492017731076 0.00096680365240899848 -0.0010007302199179927 0.00026694453569281652 -0.0004455069858950618 1.7917476652655749e-05 -0.00090458785416558385 -1.9719219404657412e-05 0.0003629570732551531 -0.00046196575043722988 0.00054688545787939802 0.00037679797217909559 -0.00033379109809175136 -0.00046570107613661096 -0.00039603707185821032 0.00014263381947655167 -0.00079530173831659817 0.0014368207975236987 -0.00095309571815260612 -0.00077558034808253469 -0.00046677950359437438 1.07203764105747e-05 0.00070545982076698148 0.00033613906637059918 -0.00055868538717428846 0.00069949199249094826
leaf_weight=26 25 22 26 20 25 20 24 29 34 20 20 23 29 20 20 24 35 40 26 28 23 26 26 23 21 2363 29 33 21 20
leaf_count=26 25 22 26 20 25 20 24 29 34 20 20 23 29 20 20 24 35 40 26 28 23 26 26 23 21 2363 29 33 21 20
internal_value=0 0.000228849 -3.5746e-06 -8.73194e-08 2.91621e-06 -1.15572e-06 -0.000152519 5.73476e-05 5.20144e-06 0.000492361 -0.000150054 -0.000431286 -1.65754e-06 -5.41779e-06 -3.15292e-08 -3.99757e-06 -7.34033e-06 -3.9901e-06 3.18609e-07 4.20298e-06 -0.000280357 9.78044e-06 -0.000158322 1.99913e-05 0.000586276 8.92924e-06 9.67876e-06 0.000238777 -1.18482e-05 1.65011e-05
internal_weight=0 48 3073 3048 3022 3002 121 97 2881 40 72 43 2841 2812 2778 2758 2734 2714 2679 2653 51 2602 149 2453 47 2406 123 83 54 2383
internal_count=3121 48 3073 3048 3022 3002 121 97 2881 40 72 43 2841 2812 2778 2758 2734 2714 2679 2653 51 2602 149 2453 47 2406 123 83 54 2383
is_linear=0
shrinkage=0.1


Tree=1882
num_leaves=31
num_cat=0
split_feature=472 1427 376 33 4 15 39 133 39 34 9 4 484 475 484 484 15 484 159 2 0 0 133 13 13 376 2 2 2 4
split_gain=0.00025481 0.000286211 0.000252769 0.000535773 0.000464317 0.00117485 0.000573721 0.000559387 0.000406245 0.000371222 0.000561796 0.00213585 0.000322039 0.00199542 0.00151454 0.00437234 0.00213596 0.00128953 0.000805217 0.00152773 0.00142955 0.0018654 0.000873576 0.00113069 0.000511975 0.000581824 0.00060058 0.00318157 0.00166293 0.00308675
threshold=-0.39904999999999996 0.096900000000000014 0.080200000000000007 -0.009184999999999997 1.0000000180025095e-35 -0.091604999999999978 0.090455000000000021 0.087625000000000022 0.10661000000000002 -0.084564999999999987 0.085555000000000006 0.41816000000000003 0.085845000000000019 -0.085734999999999992 0.090535000000000018 0.094140000000000015 -0.015744999999999999 0.085130000000000011 0.11109000000000001 0.11474000000000002 -0.074824999999999989 -0.080869999999999984 0.088625000000000009 -0.085384999999999975 0.27266500000000005 -0.11750499999999998 0.11067500000000001 0.10882500000000002 0.113445 -0.023539999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -6 -7 -8 -5 12 -12 17 -14 16 -16 -15 24 19 20 21 22 23 -17 25 -11 27 -27 29 -28
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leaf_weight=21 22 21 20 32 39 32 20 28 21 21 20 31 26 20 21 25 37 30 21 25 24 20 25 33 37 1976 23 30 391 29
leaf_count=21 22 21 20 32 39 32 20 28 21 21 20 31 26 20 21 25 37 30 21 25 24 20 25 33 37 1976 23 30 391 29
internal_value=0 -2.35175e-06 1.57637e-07 -6.55047e-06 0.000122539 0.000292891 -4.78135e-05 7.16395e-05 0.00021337 -2.81702e-06 9.66146e-07 0.000329896 -4.99528e-06 9.73842e-05 1.10014e-05 -0.000122148 0.000464178 -1.61735e-05 4.32543e-05 -3.69359e-05 0.000103724 -5.82276e-05 0.000150675 -6.23191e-05 -8.37448e-06 -2.84353e-06 -7.33784e-06 -3.06095e-05 9.80413e-05 0.000629319
internal_weight=0 3100 3079 2919 160 80 80 60 41 2897 2865 51 2814 277 251 194 57 2537 173 152 127 103 83 58 2507 2470 2449 2006 443 52
internal_count=3121 3100 3079 2919 160 80 80 60 41 2897 2865 51 2814 277 251 194 57 2537 173 152 127 103 83 58 2507 2470 2449 2006 443 52
is_linear=0
shrinkage=0.1


Tree=1883
num_leaves=31
num_cat=0
split_feature=33 9 1 34 9 1 121 50 50 157 15 12 1451 1453 1453 1453 1456 52 1444 16 1 447 3 3 2 1 51 4 13 11
split_gain=0.000269634 0.000270204 0.000708062 0.000348386 0.000346711 0.000493025 0.000790513 0.000469531 0.00162568 0.000721553 0.000611535 0.0010259 0.000392336 0.000402056 0.000523972 0.000654403 0.000396124 0.000972263 0.000531963 0.000539182 0.000831168 0.000670922 0.000423547 0.00193357 0.00186969 0.00298904 0.0011225 0.00101407 0.000670398 0.00291146
threshold=-0.044254999999999996 0.091905000000000014 0.13332000000000002 -0.097449999999999981 -0.090799999999999978 0.16540500000000002 -0.094339999999999993 -0.099524999999999988 -0.24386999999999998 0.63604500000000008 -0.067579999999999987 0.096395000000000022 0.091400000000000009 -0.087504999999999986 -0.081719999999999973 -0.077384999999999995 0.10959500000000001 -0.034054999999999995 -0.081774999999999987 -0.5435399999999998 0.099400000000000002 0.097325000000000009 -0.0049599999999999991 -0.0087149999999999988 0.084755000000000011 0.094220000000000012 -0.16666999999999996 -0.51843499999999987 -0.13710499999999998 0.081365000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 10 12 -8 -12 13 -9 -15 -16 18 -18 -17 20 -20 22 23 27 25 -24 -26 -21 29 -29
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leaf_weight=22 20 26 27 29 21 20 36 33 28 20 22 26 21 31 25 21 22 21 20 34 34 21 21 31 20 34 327 24 2059 25
leaf_count=22 20 26 27 29 21 20 36 33 28 20 22 26 21 31 25 21 22 21 20 34 34 21 21 31 20 34 327 24 2059 25
internal_value=0 -2.47651e-06 -0.000226329 1.4185e-06 -1.33095e-06 1.99874e-06 -1.32568e-06 3.01764e-06 0.000203851 -4.89141e-06 -1.61108e-05 0.000217558 -6.52519e-07 -3.87875e-06 2.55049e-07 -4.37195e-06 3.19339e-07 -0.000300782 5.16673e-06 1.19398e-06 0.000313946 -5.31164e-06 -7.20669e-07 -1.81646e-05 9.35723e-05 0.000635268 7.71281e-06 -6.81659e-06 1.92173e-06 -0.00036364
internal_weight=0 3099 53 3046 3026 2997 2977 2956 112 2844 84 48 2824 2803 2770 2739 2714 43 2671 2650 54 2596 2575 2173 402 55 347 2142 2108 49
internal_count=3121 3099 53 3046 3026 2997 2977 2956 112 2844 84 48 2824 2803 2770 2739 2714 43 2671 2650 54 2596 2575 2173 402 55 347 2142 2108 49
is_linear=0
shrinkage=0.1


Tree=1884
num_leaves=31
num_cat=0
split_feature=15 33 9 9 15 43 14 106 10 16 10 4 2 15 2 2 15 13 0 49 1 1 1 13 150 38 1 1 1 2
split_gain=0.000251881 0.000305519 0.000307834 0.00151753 0.000280265 0.00107313 0.00118783 0.000377391 0.000386574 0.00151955 0.00342496 0.000531941 0.000686403 0.00219666 0.000698859 0.00047872 0.000844443 0.000401767 0.000341622 0.00150011 0.00050591 0.00259287 0.00195395 0.00254095 0.0006751 0.000609039 0.000909057 0.00280885 0.00121688 0.0018444
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -7 8 9 10 -6 12 14 -14 18 -16 17 -17 19 -10 21 25 23 -22 -24 26 27 -20 -28 -30
right_child=1 2 3 -5 7 6 -8 -9 11 -11 -12 -13 13 -15 15 16 -18 -19 20 -21 22 -23 24 -25 -26 -27 28 -29 29 -31
leaf_value=0.00022493813595822444 -0.00035898209704707067 0.00024797212043326471 0.00088541333264272135 -0.00025751937601643684 0.00020591703790705652 -2.0651231964372775e-05 -0.0010854672477580607 0.00031740511110763545 -0.00032165026492466932 0.00043970081658864567 -0.0015497783874161542 0.00042770976463637859 -0.0011447507469884363 0.00021892300671121727 0.00055201152056854751 8.8478037594960865e-05 -0.00029163465360397821 0.00064993379730731251 -8.3352908251283066e-06 0.00087362097276906894 -1.6224152243107951e-05 -0.00086779793434996276 2.5142211710536693e-05 0.0011561625126180134 -0.00052130589901935311 -0.00052456202139855243 0.00084145892447290514 -0.00079016031100144718 -0.00013326722277616639 0.00061500121955759823
leaf_weight=49 24 31 21 26 25 22 20 37 21 22 20 29 21 27 35 26 32 25 2062 21 38 36 139 36 27 23 26 47 105 48
leaf_count=49 24 31 21 26 25 22 20 37 21 22 20 29 21 27 35 26 32 25 2062 21 38 36 139 36 27 23 26 47 105 48
internal_value=0 -3.58788e-06 -7.89497e-07 0.000253153 -4.7666e-06 -0.000198309 -0.000527706 5.87342e-08 -4.00277e-06 -0.000241406 -0.000574392 1.62968e-06 -2.79119e-06 -0.000377684 3.75954e-06 0.000241838 0.000111042 0.000363701 -6.92636e-06 0.000275985 -1.15194e-05 -2.56607e-05 0.00012677 0.000554126 -6.37379e-05 -1.25421e-05 -7.39509e-06 -2.57586e-05 0.000208966 0.000101484
internal_weight=0 3072 3048 47 3001 73 42 2928 2891 67 45 2824 2795 48 2747 118 83 51 2629 42 2587 2347 240 74 166 2311 2288 2109 179 153
internal_count=3121 3072 3048 47 3001 73 42 2928 2891 67 45 2824 2795 48 2747 118 83 51 2629 42 2587 2347 240 74 166 2311 2288 2109 179 153
is_linear=0
shrinkage=0.1


Tree=1885
num_leaves=31
num_cat=0
split_feature=474 2 1446 472 1425 1426 16 16 4 2 2 12 12 43 2 12 2 51 1420 42 0 0 0 4 42 0 3 2 16 15
split_gain=0.000279996 0.000855736 0.000585281 0.000532915 0.000408452 0.000354674 0.000308458 0.00112883 0.00225609 0.000778259 0.00224528 0.00252604 0.001253 0.00150495 0.00101102 0.000994226 0.00088187 0.0010174 0.00084757 0.000878817 0.00303642 0.00155233 0.00140132 0.0017809 0.0013871 0.0011755 0.00114776 0.000959577 0.000681818 0.000667089
threshold=0.10970500000000001 0.11067500000000001 -0.093534999999999993 -0.15279499999999999 0.10129000000000002 1.0000000180025095e-35 0.0028900000000000006 -0.0007049999999999999 -0.0070899999999999991 0.10060500000000001 0.097220000000000015 0.09202500000000001 0.089410000000000003 -0.082144999999999982 0.10467500000000002 0.097325000000000009 0.12198500000000001 -0.20636999999999997 -0.078734999999999986 0.086950000000000013 -0.047369999999999995 0.10455500000000001 -0.076234999999999983 -0.041644999999999995 0.084050000000000014 -0.078244999999999995 -0.07908999999999998 0.088850000000000012 0.51990500000000017 -0.067579999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 7 -5 -9 10 18 -12 13 -11 -14 29 -17 -18 -8 21 22 24 25 -24 -20 26 27 -21 -15 -16
right_child=1 -3 3 4 -6 -7 9 8 -10 12 11 -13 14 28 15 16 17 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00054378794971853505 -0.00052101355992674242 0.00016955182466464228 0.00044332811677897423 3.3688216970597578e-06 -0.00045334100926993411 0.00036087835862956666 0.00052010667226884682 -0.00023484890069219684 0.00099773132453926587 -0.00082926408547252686 -7.9947088670451189e-06 -0.0015446452368253275 0.00088370055732825263 0.00014504109049890828 0.00012801934041947659 -0.0003722815964249007 0.00070198330283164983 -0.00019147393976219553 -1.186894875442113e-05 0.00062823451124131683 0.0012154544159420767 -0.0010875566145114137 -0.0011875980713574048 -6.236743938643485e-05 -0.00070940255746892132 0.00071865644691010509 -0.00070959824952296921 -0.00023155033791058319 -0.00050857598165748635 0.00089978041554180299
leaf_weight=20 38 34 27 2171 20 27 23 27 33 27 20 23 22 79 21 42 25 26 137 25 20 20 22 39 36 26 20 27 20 24
leaf_count=20 38 34 27 2171 20 27 23 27 33 27 20 23 22 79 21 42 25 26 137 25 20 20 22 39 36 26 20 27 20 24
internal_value=0 -0.000194913 4.60275e-06 1.04259e-06 -2.93533e-06 8.55044e-08 -3.21108e-06 1.5194e-05 0.00044307 -5.99263e-05 -0.000143706 -0.000829924 6.83796e-05 -0.000167487 0.000254125 0.000153758 -3.29523e-05 0.000246495 -6.90038e-05 -0.000105427 5.41715e-05 -0.000253449 -9.19018e-05 -0.000468188 -0.00015702 0.000142317 -6.5805e-05 0.000181808 1.29972e-05 0.000539625
internal_weight=0 72 3049 3029 3002 2982 2955 2231 60 724 438 43 286 126 160 138 93 51 395 372 179 193 159 61 173 98 72 52 99 45
internal_count=3121 72 3049 3029 3002 2982 2955 2231 60 724 438 43 286 126 160 138 93 51 395 372 179 193 159 61 173 98 72 52 99 45
is_linear=0
shrinkage=0.1


Tree=1886
num_leaves=31
num_cat=0
split_feature=1447 0 0 12 1447 4 480 479 481 475 157 475 133 151 11 2 2 1429 1429 472 484 474 480 474 474 474 13 475 367 153
split_gain=0.000249516 0.00165549 0.0038315 0.00143123 0.000855931 0.000502749 0.000453708 0.000342248 0.000527308 0.0002918 0.0031236 0.00136721 0.00385298 0.000988907 0.000868285 0.00181367 0.00091715 0.00052136 0.00191316 0.000856009 0.000857973 0.000535151 0.000655298 0.000531112 0.00068369 0.00143865 0.00142569 0.000456581 0.000465096 0.000779529
threshold=-0.085754999999999984 -0.087414999999999979 -0.084674999999999986 0.084290000000000018 -0.084334999999999979 -0.067104999999999984 0.086995000000000017 0.10713500000000002 -0.27443499999999993 -0.085774999999999976 -0.086244999999999988 -0.084144999999999984 0.085760000000000017 -0.081779999999999978 0.087575000000000014 0.098260000000000014 0.085785000000000014 0.057970000000000008 0.08759500000000002 -0.065034999999999996 0.085505000000000012 0.11085000000000002 0.11191000000000002 0.10280500000000001 0.088985000000000022 0.081755000000000008 -0.082574999999999982 -0.008964999999999999 -0.0098099999999999975 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -4 -5 8 -6 10 -10 12 -11 -12 15 16 -15 21 -19 -20 -21 22 23 24 25 27 -26 -13 -29 -30
right_child=4 2 5 6 7 -7 -8 -9 9 11 13 17 -14 14 -16 -17 -18 18 19 20 -22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=0.0008985221639574905 0.00049053374370689406 -0.0015302474246076917 -0.00025941243913534678 0.00024688543708180078 -0.00050277345624289457 0.00044114327873103322 -0.00039801687710981545 0.00033601144435427467 -0.0012998730730032549 -0.00051997364462295079 0.00060662698512896904 0.00037085945968459732 0.0010984675217370846 0.00015297380577976584 -0.00068614641146268706 0.00063453150849620058 -0.00064117602843466698 -0.0010268008760328446 0.00040121559251212716 -0.00076860061932165996 2.418891607978663e-05 -0.00040649295720692369 0.00055492104729637504 0.00052003767217684066 -0.0010184706945437938 0.00067639288208738442 5.7807128177955748e-05 0.00041694759207670226 -2.9964711187158513e-06 -0.00062998039997182783
leaf_weight=21 36 23 21 20 21 20 24 30 20 24 25 33 38 26 20 33 33 23 33 20 43 31 22 20 20 32 32 26 2331 20
leaf_count=21 36 23 21 20 21 20 24 30 20 24 25 33 38 26 20 33 33 23 33 20 43 31 22 20 20 32 32 26 2331 20
internal_value=0 -0.000136172 -0.000497195 0.000219296 5.87105e-06 8.23221e-05 -0.000104879 -3.14689e-08 -3.47688e-06 1.32488e-07 -0.000132463 7.70798e-06 0.000471974 3.7962e-05 -8.89721e-05 4.08484e-05 -0.000291212 -3.00851e-06 -0.000207632 -1.13727e-05 -0.00022749 6.47734e-06 1.15255e-05 6.77023e-06 2.65421e-06 1.02945e-05 -0.000356146 1.45005e-06 -3.67848e-06 -8.33023e-06
internal_weight=0 129 64 65 2992 41 44 2956 2926 2905 157 2748 62 137 112 92 59 2686 119 96 63 2567 2536 2514 2494 2442 52 2410 2377 2351
internal_count=3121 129 64 65 2992 41 44 2956 2926 2905 157 2748 62 137 112 92 59 2686 119 96 63 2567 2536 2514 2494 2442 52 2410 2377 2351
is_linear=0
shrinkage=0.1


Tree=1887
num_leaves=31
num_cat=0
split_feature=479 160 1212 483 482 482 482 3 3 15 52 3 42 13 481 160 156 1371 151 47 12 482 1455 160 1447 12 1447 12 42 133
split_gain=0.000261025 0.000345673 0.00101214 0.00104134 0.0017243 0.001562 0.00150767 0.000802233 0.001374 0.00136364 0.0015977 0.00313141 0.00110183 0.00121896 0.00125931 0.000790142 0.00331914 0.000969358 0.000855164 0.0007422 0.000902521 0.00060016 0.000709252 0.000585315 0.000557769 0.00337442 0.00208072 0.000517464 0.000414438 0.00316709
threshold=0.10769500000000001 -0.089549999999999991 0.087615000000000012 0.098395000000000024 0.089745000000000005 0.098465000000000011 0.085875000000000021 -0.068334999999999993 -0.073884999999999992 -0.092489999999999989 0.0031350000000000002 -0.084074999999999997 0.088200000000000014 -0.085669999999999982 -1.0000000180025095e-35 -0.085579999999999976 0.087610000000000007 0.083235000000000017 -0.54279999999999984 0.079365000000000005 0.090995000000000006 0.11958000000000001 -0.16496999999999998 -0.24185499999999996 -0.085709999999999995 0.083985000000000018 -0.084149999999999989 0.089005000000000015 -0.16797499999999996 0.089405000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 7 8 9 -1 11 -11 13 -12 -15 16 -3 18 -17 20 23 22 -20 -9 25 -24 -26 -16 29 -28
right_child=-2 15 -4 5 -6 -7 -8 19 -10 10 12 -13 -14 14 27 17 -18 -19 21 -21 -22 -23 24 -25 26 -27 28 -29 -30 -31
leaf_value=-0.00050713629204048114 -0.00025065585657834966 -0.001048369999454521 -0.00053602103155571965 0.00091665433938032954 -0.0008008051134476608 -0.00016856254244755424 0.00091329301067162312 -0.00043836408257010148 0.00077607302378202166 -4.0276848281232209e-05 -0.00039732233070446043 0.0016240838830708527 -0.00044720011840884883 0.0010096591269678397 -0.00027907195966690783 -0.00062861050577008764 0.00033890873883917399 0.00061790020964690487 0.00059541096561588347 0.00034860751678934322 -0.00089227409903070939 -0.00051087325707118477 0.0011771512229461223 0.00023313382640480996 -0.0009779013100672852 -0.0003734221482773137 0.00020277856817119754 0.00040336298639886086 6.4769917149132576e-06 -0.001237013865664432
leaf_weight=35 41 34 25 36 22 21 22 27 31 26 26 20 39 23 20 22 35 25 20 20 21 23 25 25 22 32 50 25 2306 22
leaf_count=35 41 34 25 36 22 21 22 27 31 26 26 20 39 23 20 22 35 25 20 20 21 23 25 25 22 32 50 25 2306 22
internal_value=0 3.33665e-06 8.28824e-05 0.000118127 5.86341e-05 0.000516838 0.000111155 5.89452e-05 0.000153864 6.37305e-05 0.000175352 0.000683358 -3.48796e-07 0.000185047 0.000407718 -1.07724e-05 -0.000344678 -1.72665e-06 -7.86887e-06 -0.000191108 -0.000338976 -2.40634e-06 2.31499e-06 -0.000115529 -2.51282e-06 0.000306654 -9.85553e-06 0.000100059 -8.99678e-07 -0.000237158
internal_weight=0 3080 464 439 382 57 360 338 245 214 179 46 133 94 68 2616 69 2547 2522 93 73 2500 2477 52 2457 57 2400 45 2378 72
internal_count=3121 3080 464 439 382 57 360 338 245 214 179 46 133 94 68 2616 69 2547 2522 93 73 2500 2477 52 2457 57 2400 45 2378 72
is_linear=0
shrinkage=0.1


Tree=1888
num_leaves=31
num_cat=0
split_feature=1447 2 2 1447 483 42 479 481 160 1 1447 483 483 158 16 484 160 43 158 2 2 3 1 1 2 2 157 14 16 4
split_gain=0.000259104 0.00147006 0.00324741 0.000878264 0.000772096 0.000653305 0.000315142 0.000480191 0.000440222 0.000783498 0.00045803 0.000417889 0.000625952 0.000345525 0.000831852 0.0011414 0.0018895 0.000838889 0.000823514 0.000715117 0.000440937 0.000488026 0.00163586 0.00161177 0.00163367 0.00317811 0.00158911 0.00115737 0.000927155 0.00281118
threshold=-0.085754999999999984 0.083715000000000026 0.086950000000000013 -0.084334999999999979 0.087520000000000014 0.084435000000000024 0.10713500000000002 -0.15265499999999996 -0.53327999999999987 0.079415000000000013 -0.083214999999999983 -0.47356499999999996 -0.30192499999999994 0.085030000000000008 -0.50690499999999983 0.090535000000000018 -0.11201999999999999 -0.078844999999999985 0.082560000000000008 0.084305000000000005 -0.15339499999999998 -0.13309499999999996 0.11866500000000001 0.10337500000000001 0.095545000000000005 0.10497000000000002 -0.04831499999999999 0.062655000000000016 -0.16927999999999996 0.052250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -4 7 -5 9 -9 -10 -12 -13 18 -15 16 -16 19 20 -18 -14 22 23 24 -22 -26 -25 28 29 -23
right_child=3 2 4 6 -6 -7 -8 8 10 -11 11 12 13 14 15 -17 17 -19 -20 -21 21 27 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.00043700922449881383 0.00049692762469122603 -0.0011402980121078365 0.00022293031825029177 -0.0003769218969597098 0.00054592373907444587 -0.00058534223207971079 0.00032246486700993656 0.00072262328214255046 -0.00048084794805618007 -8.6110578849911702e-05 -0.00045608451706357305 0.00051115594930403556 -0.00030365821487289302 0.0006725413986335601 0.0010716690252593254 -0.00046126435902099026 0.00061470873038550582 -0.00017085849527468194 -0.00057229504544431206 -3.9350391944026342e-05 -7.5825338262802697e-05 -0.001327751681674272 0.00093949036419634601 -0.0010309982330496 0.0014781480965701541 -1.0311627556802705e-05 -1.9981571608266952e-05 -0.00065351775951317647 1.5777052896946309e-05 -8.8984107524167264e-05
leaf_weight=33 36 33 20 34 23 20 30 23 20 25 20 24 49 24 20 36 35 85 26 32 64 20 23 22 26 32 53 28 1987 218
leaf_count=33 36 33 20 34 23 20 30 23 20 25 20 24 49 24 20 36 35 85 26 32 64 20 23 22 26 32 53 28 1987 218
internal_value=0 -0.000138764 -0.000336686 5.98279e-06 8.42541e-05 -0.000181206 3.75808e-09 -3.30241e-06 1.09008e-06 0.000301408 -3.97857e-06 -6.01312e-07 2.6475e-06 -1.7425e-06 0.000115093 5.07716e-05 0.000157942 3.77146e-05 -1.23805e-05 0.000302322 -6.60823e-06 -7.22487e-07 0.000141438 4.82643e-05 0.000272533 0.000656929 -0.000316546 -1.46041e-05 -6.56385e-06 -0.000193082
internal_weight=0 129 96 2992 63 40 2956 2926 2892 48 2844 2824 2804 2780 232 208 172 152 2548 67 2522 2473 220 197 122 58 75 2253 2225 238
internal_count=3121 129 96 2992 63 40 2956 2926 2892 48 2844 2824 2804 2780 232 208 172 152 2548 67 2522 2473 220 197 122 58 75 2253 2225 238
is_linear=0
shrinkage=0.1


Tree=1889
num_leaves=31
num_cat=0
split_feature=1429 156 474 474 1446 471 475 475 2 1456 471 155 155 154 1429 51 160 156 49 133 3 52 12 51 474 156 124 16 16 52
split_gain=0.000279364 0.00053956 0.000808262 0.000648501 0.000439876 0.000334215 0.000402571 0.000639807 0.000947227 0.000537586 0.000623969 0.000907852 0.000764112 0.000808848 0.000687366 0.00048822 0.00105305 0.00251859 0.0013755 0.00154635 0.00117984 0.000995455 0.0011003 0.000913557 0.000635575 0.000615103 0.000845626 0.000550864 0.000807788 0.00295189
threshold=0.12521000000000002 0.3248100000000001 0.11568500000000002 0.10970500000000001 -0.093534999999999993 -0.081099999999999992 -0.50059999999999982 -0.10664 0.093680000000000013 0.11510000000000002 0.094575000000000006 0.11245500000000001 0.10626500000000001 1.0000000180025095e-35 -0.13895999999999997 -0.086719999999999978 -0.088854999999999976 0.08549000000000001 0.10969000000000002 0.089405000000000012 -0.072199999999999986 -0.43320999999999993 0.096395000000000022 -0.085384999999999989 0.084075000000000011 0.091710000000000014 -1.0000000180025095e-35 0.31475000000000003 0.19444000000000003 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 -8 10 11 12 13 14 -9 16 17 -16 20 -20 21 -18 24 -17 -23 26 -22 28 -25 -30
right_child=-2 -3 -4 -5 5 6 7 9 -10 -11 -12 -13 -14 -15 15 23 18 -19 19 -21 25 22 -24 27 -26 -27 -28 -29 29 -31
leaf_value=0.00046829997154418379 0.00037254106428008527 -0.00050756953950483537 0.00053586942563664964 -0.00045167290827521358 -0.00040965900796436478 0.00044763835030607883 2.5434371827241896e-05 0.00051942051644437016 -0.00088995180645724771 0.00039287066103757496 -0.00055802958231652153 0.00057959488153250683 -0.00054264732081299785 0.00063564692274667325 0.00023375978991680313 0.00064857751422096052 0.00092875941196325596 -0.0013006241723854581 6.1316022006592343e-05 -0.0010748475103173406 0.00018488126890068608 0.0007250688161955874 -0.00036929288055814269 7.3587061465359453e-06 6.3005489385526241e-05 0.00026285108919678763 -0.000575941319902995 0.00045048552759302161 9.1624560162140904e-05 -0.0011707593247087466
leaf_weight=20 20 21 28 32 20 20 26 25 20 35 20 27 26 20 20 22 20 23 23 25 21 29 28 2338 29 22 48 27 59 27
leaf_count=20 20 21 28 32 20 20 26 25 20 35 20 27 26 20 20 22 20 23 23 25 21 29 28 2338 29 22 48 27 59 27
internal_value=0 -2.40271e-06 1.04161e-06 -3.86507e-06 8.79912e-07 -2.23622e-06 4.9816e-07 -2.52306e-06 -0.00037256 3.31829e-06 -1.4175e-06 2.47625e-06 -3.02594e-06 1.97412e-06 -2.57486e-06 -7.30137e-06 -0.000130524 -0.000586957 -5.04152e-05 -0.000530436 6.65441e-05 0.000293294 0.000145511 7.04885e-06 0.000394037 -0.000197582 -0.000344387 1.29054e-06 -3.71287e-06 -0.000304705
internal_weight=0 3101 3080 3052 3020 3000 2980 2960 46 2914 2879 2859 2832 2806 2786 2761 288 43 245 48 197 106 86 2473 58 91 69 2451 2424 86
internal_count=3121 3101 3080 3052 3020 3000 2980 2960 46 2914 2879 2859 2832 2806 2786 2761 288 43 245 48 197 106 86 2473 58 91 69 2451 2424 86
is_linear=0
shrinkage=0.1


Tree=1890
num_leaves=31
num_cat=0
split_feature=33 9 2 3 42 2 2 4 12 3 42 401 47 401 401 1209 471 47 1212 1212 3 403 1212 403 403 0 42 4 12 4
split_gain=0.0002759 0.000279806 0.00122584 0.000466807 0.000268442 0.000706077 0.00196692 0.000903565 0.000781625 0.00102891 0.0006742 0.000553356 0.000732524 0.000559961 0.00103155 0.0010024 0.000537674 0.000484319 0.000503223 0.0020865 0.00112978 0.00131322 0.000549512 0.000779242 0.000899817 0.00194415 0.000617173 0.00100512 0.00254561 0.00162345
threshold=-0.044254999999999996 0.088235000000000022 -0.14451499999999998 -0.14186499999999996 0.120215 0.09358000000000001 0.11362000000000001 -0.074729999999999977 0.13043000000000002 -0.049509999999999992 0.11799500000000002 0.13729500000000003 0.14174500000000004 0.11916500000000001 0.11444000000000001 -0.092684999999999976 0.10277000000000001 0.13148500000000005 -0.089079999999999979 -0.082209999999999991 -0.082484999999999989 0.13075000000000003 -0.040879999999999993 0.15011500000000003 0.10301500000000001 -0.088099999999999984 -0.093284999999999993 -0.0096849999999999974 0.090695000000000012 -0.018869999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 10 7 -7 -6 -8 -10 11 12 13 14 15 -2 17 18 20 -20 -17 -22 -21 24 26 -26 27 29 -29 -24
right_child=1 2 -4 -5 5 6 8 -9 9 -11 -12 -13 -14 -15 -16 16 -18 -19 19 22 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00035288129848512739 -0.00070402000179456089 0.00041793749762953004 -0.00083639827540277374 -0.00023349934225817297 -0.00063710363617494961 0.001098260617531512 -0.00049790086341090507 0.00029160186008084568 0.00068112398590892563 -0.00028117473295424133 -0.00045382381332191558 0.00052493171504465865 -0.00057771287320065314 -0.00039594600276489345 0.00072213617531815546 -0.00030311910687977128 0.00047775333308284947 0.00038313273513322752 -0.0010027207561679895 0.00046465572714805603 0.0010147253261843267 4.3732773629017179e-05 0.00014741314165011771 -0.00047507603868975176 -0.00024092609703075141 0.0011367009353957006 -2.3899240216945615e-05 0.00022481794639013904 -0.0010349788070332421 0.0010083409276446149
leaf_weight=22 20 22 21 22 22 23 20 20 25 20 33 20 22 35 20 26 24 33 21 25 26 30 139 35 20 21 2252 53 23 26
leaf_count=22 20 22 21 22 22 23 20 20 25 20 33 20 22 35 20 26 24 33 21 25 26 30 139 35 20 21 2252 53 23 26
internal_value=0 -2.50512e-06 -0.000207796 9.22191e-05 1.893e-06 0.00014248 0.000303484 -0.000194863 2.22552e-05 0.000253436 -4.40048e-06 7.6531e-07 -2.91176e-06 1.55824e-06 6.53771e-06 1.37838e-06 6.5011e-06 2.35823e-06 -2.30086e-06 -9.94997e-06 0.000241631 0.000494551 -1.91289e-06 -6.45326e-06 1.9431e-08 0.000464688 -7.62253e-06 0.000144474 -0.000156436 0.000283074
internal_weight=0 3099 65 44 3034 130 88 42 65 45 2904 2871 2851 2829 2794 2774 2754 2730 2697 2615 82 56 2594 2569 2534 41 2493 241 76 165
internal_count=3121 3099 65 44 3034 130 88 42 65 45 2904 2871 2851 2829 2794 2774 2754 2730 2697 2615 82 56 2594 2569 2534 41 2493 241 76 165
is_linear=0
shrinkage=0.1


Tree=1891
num_leaves=31
num_cat=0
split_feature=472 156 157 2 475 0 154 1446 133 403 133 1208 403 403 403 0 52 3 0 13 480 403 160 160 160 481 42 133 402 12
split_gain=0.00026286 0.000305445 0.00139009 0.00118077 0.000496421 0.00108394 0.000388227 0.000364909 0.0021855 0.00169682 0.00429898 0.00121709 0.00287466 0.00181486 0.000713004 0.00109143 0.00131679 0.00262512 0.00186661 0.00142879 0.000931884 0.000450188 0.00039263 0.000989003 0.000466002 0.000473269 0.000353681 0.00116762 0.00212257 0.000908029
threshold=-0.39904999999999996 0.11969000000000002 -0.04831499999999999 0.10060500000000001 0.051590000000000004 -0.080499999999999988 0.084190000000000001 0.083715000000000026 0.10995500000000001 -0.54856499999999986 0.40431 0.099975000000000008 -0.5335399999999999 -0.52800499999999995 -0.085444999999999979 -0.080689999999999984 0.008405000000000001 -0.081574999999999995 -0.084044999999999995 -0.084419999999999981 0.085815000000000016 -0.49218499999999993 -0.54913999999999985 -0.53327999999999987 -0.52336499999999997 0.11244000000000001 0.11839500000000001 0.51114000000000004 -0.45015499999999992 0.10345000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 6 -6 7 9 14 10 -2 13 -13 -11 -9 16 18 -18 19 -16 -17 -15 -23 -24 -25 26 27 -26 -29 -28
right_child=1 2 3 -5 5 -7 -8 8 -10 11 -12 12 -14 21 15 20 17 -19 -20 -21 -22 22 23 24 25 -27 29 28 -30 -31
leaf_value=0.00035260352846567655 -0.0017156844219425695 -0.00084593281533908214 -0.00043147917498241768 0.0005730211646296084 -0.00010689577051784404 0.00069299679817049766 -0.00041299792912626721 -0.00055748258018866186 0.0009646877146291512 -0.00077090351842343816 0.00023442839558881066 0.0014176463853800671 -0.00012009159338870837 0.00039061940062373626 -0.00010938592774725361 -0.00079164392588174223 0.0013570471076527612 1.5376625981714045e-05 -0.00083046763902530076 0.00088958237340028236 2.3232610288283065e-05 0.0003887030086480081 -0.00064842378681836033 0.0004656822585751624 -1.3898525416653174e-06 -0.00049186237269168483 0.00049894027670234215 -0.0010413305061178861 0.00029777441726764665 -7.6431181878433566e-05
leaf_weight=21 20 23 22 25 36 32 23 20 27 31 26 20 31 29 41 23 25 35 22 22 36 25 24 21 2280 20 48 29 20 64
leaf_count=21 20 23 22 25 36 32 23 20 27 31 26 20 31 29 41 23 25 35 22 22 36 25 24 21 2280 20 48 29 20 64
internal_value=0 -2.3886e-06 -0.000208907 0.00010283 2.38244e-06 0.000269524 -3.75046e-06 -5.47773e-07 0.000114763 -1.13153e-05 -0.000613447 -8.31528e-07 0.000482943 -1.03539e-05 1.23168e-05 6.81795e-05 0.000215725 0.000574406 -3.74623e-05 0.00023946 -0.000294431 -1.14413e-06 -5.63293e-06 -9.56684e-06 -3.38934e-06 -7.39198e-06 -3.42254e-06 -1.17698e-05 -0.000494757 0.000170157
internal_weight=0 3100 70 47 3030 68 2962 2939 251 2688 46 2642 51 2591 224 204 145 60 85 63 59 2560 2531 2506 2482 2461 2441 2329 49 112
internal_count=3121 3100 70 47 3030 68 2962 2939 251 2688 46 2642 51 2591 224 204 145 60 85 63 59 2560 2531 2506 2482 2461 2441 2329 49 112
is_linear=0
shrinkage=0.1


Tree=1892
num_leaves=31
num_cat=0
split_feature=479 13 479 15 132 16 400 15 403 1209 483 1456 1456 15 403 15 1212 15 1209 1212 1211 1212 401 401 13 483 1213 1210 52 15
split_gain=0.000263709 0.000376391 0.000296781 0.00033144 0.00152627 0.00663431 0.00460221 0.00109865 0.00546345 0.00111879 0.000948669 0.000953008 0.000972857 0.000932955 0.00315313 0.00150149 0.000930294 0.00168933 0.00092281 0.000787545 0.000803484 0.00093492 0.000733814 0.00166412 0.000713395 0.000692189 0.000640478 0.00179816 0.00114025 0.000685919
threshold=0.10769500000000001 -0.076384999999999995 0.093525000000000011 0.088235000000000022 -0.083284999999999984 -0.073849999999999985 -0.080934999999999993 0.088850000000000012 -0.084339999999999984 -0.074484999999999982 0.11494000000000001 -0.15308499999999997 -0.063824999999999979 0.087685000000000013 -0.080194999999999975 0.087485000000000021 0.089590000000000017 0.086885000000000004 0.087485000000000021 0.086920000000000011 0.078255000000000005 0.082415000000000016 0.11444000000000001 0.10817500000000001 -0.012549999999999997 -1.0000000180025095e-35 -0.088159999999999974 -0.065674999999999983 0.086275000000000004 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 13 5 -5 -6 8 -8 -9 11 -11 -13 15 -15 16 17 19 -18 20 21 22 23 26 -21 -14 28 -28 -1 -29
right_child=1 -3 -4 4 6 -7 7 9 -10 10 -12 12 25 14 -16 -17 18 -19 -20 24 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=3.1635504253952401e-06 -0.00054762874815856948 5.8530772512312986e-05 0.00033343755985023801 0.0017968669463500745 -0.0014327517703696642 -0.00069344093848485496 0.0017748265111004005 -0.0005296126868801586 -0.00046306622607517056 0.00077613563393242658 -0.00053140450734645128 -0.00050049812979133484 0.00057950582182645022 -0.0013279249050273476 0.00032949679407465741 0.00079556962545725791 0.00052361627985803472 -0.00090166223976253113 -0.00011483213606374598 -0.00088292429616558359 -0.00042619995156596615 0.00063035168846988171 0.00048876736630612365 -0.00084561262095424672 -3.8296927232295279e-05 7.5036612109477272e-05 0.00088060632115229966 8.0671433798884564e-06 -0.00092404490902221628 -0.00021803412425877721
leaf_weight=36 21 20 27 23 21 20 20 33 24 20 25 28 29 22 24 23 61 22 36 20 46 23 29 24 20 438 23 1797 21 145
leaf_count=36 21 20 27 23 21 20 20 33 24 20 25 28 29 22 24 23 61 22 36 20 46 23 29 24 20 438 23 1797 21 145
internal_value=0 -0.000251941 3.35376e-06 4.3458e-07 6.19272e-05 0.000638584 2.30616e-05 7.26111e-05 0.000554158 3.56337e-05 7.01766e-05 9.93796e-05 7.20359e-05 -1.72199e-05 -0.000463183 -8.40035e-06 -1.64296e-05 -2.9757e-05 0.000286666 -2.09741e-05 -1.27719e-05 -3.70723e-06 -1.07353e-05 -1.78153e-05 -0.000460611 0.000106363 -7.98981e-06 1.59575e-06 -0.00033844 -8.81477e-06
internal_weight=0 41 3080 3053 681 43 638 617 44 573 540 515 495 2372 46 2326 2303 2206 97 2184 2144 2098 2075 2046 40 467 2022 1965 57 1942
internal_count=3121 41 3080 3053 681 43 638 617 44 573 540 515 495 2372 46 2326 2303 2206 97 2184 2144 2098 2075 2046 40 467 2022 1965 57 1942
is_linear=0
shrinkage=0.1


Tree=1893
num_leaves=31
num_cat=0
split_feature=1209 15 132 1204 15 160 481 52 131 3 4 42 403 0 3 1213 1213 42 2 1209 15 133 1455 12 1455 1211 1211 12 1210 131
split_gain=0.000284379 0.00028671 0.00193657 0.00655334 0.0015327 0.00065693 0.000745583 0.000658198 0.00129597 0.000670831 0.000712712 0.00150548 0.00118526 0.000962829 0.00208248 0.0008674 0.0014063 0.000971506 0.00171585 0.000656926 0.000438095 0.000714127 0.000427544 0.00068269 0.000608919 0.000417481 0.000569723 0.000878655 0.000630995 0.000427728
threshold=-0.14444499999999996 0.09116500000000001 -0.083284999999999984 -1.0000000180025095e-35 0.091915000000000011 -0.53908999999999996 -0.080074999999999993 0.51358000000000004 0.097310000000000021 -0.12018999999999998 -0.078629999999999992 0.090090000000000017 -0.34918499999999997 -0.072594999999999979 -0.063814999999999997 -0.082414999999999974 -1.0000000180025095e-35 0.090395000000000017 0.092875000000000013 -0.089214999999999989 0.090455000000000021 -0.54084999999999994 -0.097209999999999977 0.087625000000000022 -0.08045999999999999 0.10809000000000001 0.087635000000000005 0.087830000000000005 -0.14175499999999996 0.10370500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 -3 -4 -5 -6 -7 8 9 -8 11 -11 -12 15 -15 -14 -17 -18 -19 -2 21 -21 23 -23 -24 26 28 -28 -26 -30
right_child=1 2 3 4 5 6 7 -9 -10 10 12 -13 13 14 -16 16 17 18 -20 20 -22 22 24 -25 25 -27 27 -29 29 -31
leaf_value=0.00037587031359180405 -0.00053690474821147904 0.00080648839216199565 -0.0017578503420372727 0.00069922785623930403 -0.0003721430487227432 0.00061423496493565228 0.00058878637646557768 0.00046580698308940614 -0.00065372933147175773 5.2654111308549787e-05 0.00063321581413523136 -0.00090198524637041073 -0.00035272276059172499 -0.00091962870651984526 0.00037059578806458216 0.0010362924699438736 0.00048713529221357834 0.00039409745798405752 -0.00084119731433350943 0.00053635460450702046 -0.00037326072536719344 -0.00071251156497799623 0.00043405953047406532 9.4742061919532729e-05 -0.00057365379427210428 -0.00035991069299223669 0.00070192740531638265 -0.00011371165845775979 -2.0408828182783395e-05 0.00016052864124268133
leaf_weight=20 24 33 20 38 36 24 22 33 28 53 36 24 27 29 22 20 36 23 22 24 33 22 31 20 20 34 28 25 2175 139
leaf_count=20 24 33 20 38 36 24 22 33 28 53 36 24 27 29 22 20 36 23 22 24 33 22 31 20 20 34 28 25 2175 139
internal_value=0 -2.42419e-06 6.48527e-05 1.52098e-05 9.01806e-05 3.69765e-05 7.38895e-05 3.93074e-05 -1.84605e-06 5.62837e-05 1.61636e-05 -0.000244896 0.000109659 4.36302e-06 -0.000363061 0.000150759 0.000285353 9.99354e-05 -0.000209824 -1.6167e-05 -1.12678e-05 -6.52369e-06 -1.17479e-05 -0.000328105 -6.32901e-06 -1.1968e-05 -7.01199e-06 0.000317192 -1.43739e-05 -9.54007e-06
internal_weight=0 3101 526 493 473 435 399 375 342 314 292 77 215 179 51 128 101 81 45 2575 2551 2518 2494 42 2452 2421 2387 53 2334 2314
internal_count=3121 3101 526 493 473 435 399 375 342 314 292 77 215 179 51 128 101 81 45 2575 2551 2518 2494 42 2452 2421 2387 53 2334 2314
is_linear=0
shrinkage=0.1


Tree=1894
num_leaves=31
num_cat=0
split_feature=132 15 394 15 1213 393 0 0 12 3 3 1204 2 43 1186 129 1186 1213 16 402 1212 1 158 43 43 15 1212 402 133 132
split_gain=0.000318373 0.00109118 0.000765221 0.00108979 0.000462414 0.000567787 0.000586742 0.000756228 0.0006912 0.000665676 0.000898612 0.000366649 0.00110811 0.00143558 0.000436605 0.000402623 0.000418202 0.000385957 0.000701644 0.000632503 0.000420436 0.00215639 0.0021838 0.00101456 0.00121206 0.00125986 0.000950303 0.000690778 0.000649868 0.000452369
threshold=-0.083174999999999985 0.091295000000000015 0.013605000000000001 0.088060000000000013 0.087530000000000011 0.10317000000000003 -0.086234999999999992 -0.09595999999999999 0.11418000000000002 -0.080104999999999996 -0.089519999999999988 -0.016569999999999994 0.080205000000000012 -0.029804999999999995 -0.089559999999999987 -0.082959999999999992 0.093055000000000013 0.12389500000000002 -0.082779999999999979 -0.06482499999999998 0.087615000000000012 0.091785000000000019 0.10398500000000001 -0.0019149999999999998 -0.011694999999999999 0.087260000000000018 0.085870000000000016 -0.45015499999999992 0.50628500000000021 0.093160000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 -4 5 6 7 -1 9 10 -8 12 -2 -14 -13 -16 17 20 -19 -20 26 22 23 24 25 -22 27 -17 29 -29
right_child=2 -3 3 -5 -6 -7 8 -9 -10 -11 -12 14 13 -15 15 16 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-9.8435371546656833e-05 0.00080018041113836939 -0.00065564004871703223 -6.5344496674480898e-05 0.00096608164094504902 0.00043039722018875189 -0.00055195131280925123 0.00028744352282956243 0.0006131844420711527 -0.00067248642278302997 0.00046821508771245136 -0.00059693475120217992 -0.00043757957527818892 -0.00051505892615144459 0.00042764744467733962 0.0004361208672413514 -0.00048886805467692948 -0.00045902183599537242 -0.0001470981828582984 9.7613696364177221e-05 0.00083923546949138297 0.0003133244771917184 0.00080276723863789809 -0.0012742896110285074 -0.00055675960951096686 0.00060863175162079717 -0.00070270942053936715 0.00053652486989669724 -1.4994646763277846e-05 0.00041798125839213261 0.000174822144788237
leaf_weight=32 23 32 21 20 20 22 20 28 21 20 27 23 30 35 21 29 20 31 23 23 23 20 20 39 27 26 33 2242 37 133
leaf_count=32 23 32 21 20 20 22 20 28 21 20 27 23 30 35 21 29 20 31 23 23 23 20 20 39 27 26 33 2242 37 133
internal_value=0 -0.000115417 8.83839e-06 0.00043779 -2.44318e-05 -7.7941e-05 -7.48006e-06 0.000233654 -0.00017189 -1.49861e-05 -0.000220604 2.68478e-06 0.000203637 -7.4478e-06 -3.69926e-06 -6.64752e-08 -3.42669e-06 -5.93898e-08 0.000220617 0.000468425 -6.52271e-06 -0.00016629 -0.000309854 -0.000142127 7.06457e-05 -0.000225796 3.48699e-06 -3.71918e-06 2.11387e-06 -4.36491e-06
internal_weight=0 222 2899 41 190 170 148 60 88 67 47 2858 88 65 2770 2747 2726 2706 77 46 2629 155 135 115 76 49 2474 2441 2412 2375
internal_count=3121 222 2899 41 190 170 148 60 88 67 47 2858 88 65 2770 2747 2726 2706 77 46 2629 155 135 115 76 49 2474 2441 2412 2375
is_linear=0
shrinkage=0.1


Tree=1895
num_leaves=31
num_cat=0
split_feature=132 15 1203 1203 0 13 12 403 403 52 1429 472 471 1446 52 480 1446 154 1446 12 3 13 1447 13 479 1428 157 1420 0 1446
split_gain=0.000262355 0.000760855 0.000611761 0.000888516 0.000535726 0.000980712 0.000906001 0.00051245 0.000790369 0.000772186 0.000311127 0.000805915 0.000337909 0.000424072 0.00190891 0.00154339 0.000479167 0.000751825 0.000666506 0.00247627 0.00177786 0.00187668 0.00147892 0.00239485 0.000747495 0.00056273 0.000846815 0.000615684 0.000542148 0.000551278
threshold=-0.083449999999999983 0.091295000000000015 0.089480000000000018 0.10250500000000001 -0.073309999999999986 0.056795000000000005 0.091325000000000003 -0.084674999999999986 -0.089609999999999981 0.084505000000000011 -0.23752499999999996 -0.15279499999999999 0.10338500000000002 0.10734500000000001 0.008405000000000001 -0.075014999999999984 0.089705000000000021 1.0000000180025095e-35 0.083715000000000026 0.083785000000000012 -0.085709999999999995 -0.08645499999999999 -0.082659999999999997 -0.076384999999999995 0.10713500000000002 -0.020064999999999996 -0.39489999999999997 -0.078999999999999987 -0.080689999999999984 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 5 6 7 8 -1 -9 -2 -12 13 16 -15 -16 17 18 22 -20 -21 -22 23 -13 25 -24 -27 -28 29 -18
right_child=2 -3 3 -5 -6 -7 -8 9 -10 -11 11 12 -14 14 15 -17 28 -19 19 20 21 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00023088868183549494 -0.00039167177747003736 -0.00058291817951048241 0.00084894716717480207 3.4550355583731391e-05 -0.00045360624275277725 0.00067285423532926613 -0.00058041167967193936 -2.7408063835583821e-05 -0.00057252146990504119 0.00068454060354270049 0.00049542661810957013 -0.001049798178315969 -0.00038338279321222852 -0.00049867390136403792 7.3204944651065906e-05 0.001286975179682486 -0.00043291768749689009 0.00058438299244947063 0.0010909572418313473 -0.0005425489394346605 -0.00023841279882775703 0.0010534774051682856 -0.00047923049156088388 0.00027141530160367005 0.00052184275997138618 0.00056527249773632949 -0.00047469123611725608 -2.9800514604344243e-06 -0.00067490450561639265 0.0002601044296170585
leaf_weight=24 20 29 21 37 26 21 27 39 25 25 33 34 23 22 22 20 22 22 26 37 23 22 25 23 27 26 28 2346 22 24
leaf_count=24 20 29 21 37 26 21 27 39 25 25 33 34 23 22 22 20 22 22 26 37 23 22 25 23 27 26 28 2346 22 24
internal_value=0 -0.000106327 7.9059e-06 0.000329418 -3.24174e-05 3.56007e-05 -5.99873e-05 6.43619e-05 -0.000179014 0.000250697 1.35595e-06 4.13648e-06 -1.66616e-06 1.50218e-06 0.000255925 0.000651191 -4.51298e-06 2.2406e-06 -2.65322e-06 0.000240589 -2.90403e-05 0.000393178 -1.31236e-05 -0.000516677 -1.41781e-06 -7.24381e-06 -2.32728e-06 -8.54362e-06 -0.000266611 -7.13409e-05
internal_weight=0 216 2905 58 187 161 140 113 49 64 2847 2827 2794 2771 64 42 2707 2639 2617 108 82 45 2509 57 2452 2425 2400 2374 68 46
internal_count=3121 216 2905 58 187 161 140 113 49 64 2847 2827 2794 2771 64 42 2707 2639 2617 108 82 45 2509 57 2452 2425 2400 2374 68 46
is_linear=0
shrinkage=0.1


Tree=1896
num_leaves=31
num_cat=0
split_feature=34 43 40 9 9 1 2 11 11 1429 16 12 11 11 3 2 12 16 42 16 0 0 13 12 12 2 42 45 1373 457
split_gain=0.000250651 0.000954448 0.000665268 0.000770799 0.000649218 0.00139471 0.000395343 0.00028929 0.000579225 0.000683844 0.000622871 0.00252035 0.000745892 0.000557233 0.000434566 0.00223429 0.000451024 0.000800952 0.000747782 0.00128328 0.000628608 0.000988267 0.000605763 0.00219967 0.000616676 0.00143211 0.00236155 0.000838969 0.000536701 0.000866829
threshold=-0.057544999999999992 -1.0000000180025095e-35 -0.07632499999999999 -0.08619499999999998 0.091905000000000014 0.13332000000000002 -0.080614999999999978 0.096435000000000007 0.092630000000000018 0.12365500000000001 0.63167000000000006 0.090695000000000012 0.086595000000000019 0.082485000000000017 -0.15956499999999998 0.10527500000000002 -0.095379999999999979 -0.4714549999999999 0.093655000000000002 -0.11118499999999999 0.13134000000000004 0.051010000000000007 -0.17933499999999997 0.082480000000000012 -0.010834999999999999 0.10699500000000002 -0.0041849999999999986 0.084355000000000013 -1.0000000180025095e-35 0.11612500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -2 8 9 10 12 -12 13 14 15 -8 17 -16 19 -19 21 22 23 -18 25 26 -24 28 -26 -30
right_child=4 -3 -4 -5 5 -7 7 -9 -10 -11 11 -13 -14 -15 16 -17 20 18 -20 -21 -22 -23 24 -25 27 -27 -28 -29 29 -31
leaf_value=0.00058543234302375761 0.00033968527726863291 0.00073748237945520404 -0.00044739445535621302 -0.00013787035534144654 -0.00088907298143021767 0.00017817280919795548 0.00075859470165788058 0.0002376593710564799 -0.00053064661277901564 0.00055184536401859741 0.00024740518544734061 -0.0012223919871030377 0.00048609139053188571 -0.00050844305766407742 -0.00023313374821877769 -0.00038539282339174424 1.66713770678533e-05 0.0012014139839448036 -0.00014999210514361039 0.00019192172707441975 0.00037055024199284295 -0.00061497073106043642 3.821647127291986e-05 -0.0010927278720676745 -0.00048209826314514042 8.5174714552556889e-05 -0.0011319546929478427 0.00055926176072615722 -4.0136806445667208e-06 0.00052853802541991883
leaf_weight=26 34 22 24 34 25 24 38 49 21 22 28 20 31 22 31 31 70 20 20 34 41 28 35 24 23 79 34 27 2173 31
leaf_count=26 34 22 24 34 25 24 38 49 21 22 28 20 31 22 31 31 70 20 20 34 41 28 35 24 23 79 34 27 2173 31
internal_value=0 0.00015114 -2.42641e-06 0.000175561 -5.31371e-06 -0.00036634 6.50659e-07 -3.28085e-06 -7.37591e-06 -3.5364e-06 -7.83865e-06 -0.00036501 -1.69817e-06 -7.17498e-06 -3.14873e-06 0.000244629 -9.55198e-06 0.000193587 0.000372348 0.000565808 -1.78676e-05 -2.41771e-05 -1.75496e-05 -0.000266579 -7.80405e-06 -0.000205541 -0.00053839 5.17957e-06 -1.53808e-06 3.47684e-06
internal_weight=0 106 84 60 3015 49 2966 2932 2883 2862 2840 48 2792 2761 2739 69 2670 105 74 54 2565 2524 2496 94 2402 148 69 2254 2227 2204
internal_count=3121 106 84 60 3015 49 2966 2932 2883 2862 2840 48 2792 2761 2739 69 2670 105 74 54 2565 2524 2496 94 2402 148 69 2254 2227 2204
is_linear=0
shrinkage=0.1


Tree=1897
num_leaves=31
num_cat=0
split_feature=376 33 4 15 1 39 44 0 9 2 13 2 4 16 2 147 447 456 16 16 12 3 484 2 160 133 3 3 48 157
split_gain=0.000233456 0.000522334 0.000487628 0.00106322 0.000447233 0.000396689 0.000379316 0.000773592 0.000367945 0.00282516 0.000381756 0.000457238 0.00222277 0.000363818 0.000723096 0.000477983 0.000642876 0.000411174 0.000445422 0.00172051 0.00140117 0.00124089 0.00099985 0.00135815 0.0011499 0.00115257 0.000851995 0.00119602 0.00277422 0.00322468
threshold=0.080200000000000007 -0.009184999999999997 1.0000000180025095e-35 -0.091604999999999978 0.10871500000000002 0.090455000000000021 0.10049500000000001 -0.26609999999999995 0.091600000000000015 -0.15339499999999998 -0.53104499999999988 -0.0091949999999999983 0.053180000000000012 -0.54165499999999989 0.10045500000000002 0.094075000000000006 0.086765000000000023 -0.11319999999999998 -0.0068949999999999992 -0.0048099999999999992 0.085250000000000006 -0.16726499999999997 0.027540000000000002 0.11215000000000001 -0.087874999999999995 0.087720000000000006 0.11658 -0.0080949999999999998 0.081275000000000014 -0.00078499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -4 7 -3 10 -10 -9 12 -12 14 -13 16 17 -15 21 20 -20 -19 26 24 -24 -26 27 -21 29 -29
right_child=2 6 5 4 -6 -7 -8 8 9 -11 11 13 -14 15 -16 -17 -18 18 19 22 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00049180627199596288 0.00092366540819057265 0.00060535360271820715 -0.00028523748870401712 -0.0001411637549608713 0.00041613178327679637 0.00016026054516082584 -0.00039058414788451044 0.00039719225580642079 -0.00036027349725676082 0.0011520212593798837 -0.00095307850753198616 -0.00014861561148427429 0.00028799752359308541 -0.00044273342963689096 0.00057958085099623225 -0.00037316027123274079 0.0004020430889987007 0.00069290805215671384 -0.00011252325176346031 -6.2125047431478618e-05 -0.0012411472885022787 9.7054982898611933e-06 0.00082778800155431254 -0.00054884085437238576 -5.3235026918055026e-05 0.00074559058587813829 0.00047309837066747537 3.1802086265419014e-06 0.00046682065516333326 -0.0016146679525263609
leaf_weight=22 20 21 39 36 24 41 25 23 30 21 27 25 31 22 30 36 38 27 22 562 22 1729 33 21 73 24 26 22 21 28
leaf_count=22 20 21 39 36 24 41 25 23 30 21 27 25 31 22 30 36 38 27 22 562 22 1729 33 21 73 24 26 22 21 28
internal_value=0 -6.35764e-06 0.000117656 0.000292232 8.17545e-05 -5.69197e-05 -2.72379e-06 6.03765e-07 -3.78605e-06 0.000262436 -8.56344e-06 -1.1874e-05 -0.000289745 -6.03677e-06 0.000248582 -1.1212e-05 -6.33176e-06 -1.22277e-05 -8.59896e-06 -6.78368e-05 -0.000676835 2.02103e-05 -3.47554e-05 0.000197347 0.000317885 0.000144413 -8.79381e-05 -0.000110982 -0.000497711 -0.000902815
internal_weight=0 2961 160 80 60 80 2939 2914 2893 51 2842 2819 58 2761 55 2706 2670 2632 2610 854 44 1756 810 151 130 97 659 633 71 50
internal_count=3121 2961 160 80 60 80 2939 2914 2893 51 2842 2819 58 2761 55 2706 2670 2632 2610 854 44 1756 810 151 130 97 659 633 71 50
is_linear=0
shrinkage=0.1


Tree=1898
num_leaves=31
num_cat=0
split_feature=33 483 479 479 129 4 128 42 129 49 130 12 42 0 133 13 15 1447 403 15 1209 42 1213 132 400 402 16 15 1212 133
split_gain=0.000266369 0.000253009 0.000288341 0.000284283 0.000257583 0.00110667 0.00116605 0.000962195 0.000784942 0.0010464 0.00115682 0.000540657 0.000557408 0.000583534 0.00107414 0.000459798 0.000416851 0.00210073 0.00306242 0.00165955 0.00290248 0.00277364 0.0023115 0.00204131 0.00516193 0.00199913 0.00111605 0.000960102 0.0026314 0.0037152
threshold=-0.044254999999999996 -0.47181499999999993 0.10769500000000001 0.093525000000000011 0.083780000000000007 -0.087894999999999987 0.086950000000000013 -0.16797499999999996 0.085885000000000017 0.098895000000000025 0.087100000000000025 0.086420000000000011 -0.11051499999999999 -0.083804999999999977 -0.054584999999999995 0.0049450000000000006 0.087575000000000014 -0.085709999999999995 -0.54631999999999992 0.090325000000000003 -0.077594999999999983 0.088295000000000012 -0.085049999999999987 -0.083284999999999984 -0.059294999999999994 0.13924000000000003 -0.086989999999999984 0.086355000000000015 0.041590000000000009 0.061605000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 -6 -3 -7 10 11 -10 -13 -14 -15 -16 27 -18 -19 20 -20 22 -22 -21 -25 -26 -24 -9 29 -29
right_child=1 2 -4 -5 5 8 -8 16 9 -11 -12 12 13 14 15 -17 17 18 19 23 21 -23 26 24 25 -27 -28 28 -30 -31
leaf_value=0.00034673255656591872 0.00028179093909960605 -0.00070484941417817029 -0.00027206448052311319 0.00032743282141522149 0.0010622594426174393 0.0005798982771617982 3.2672552995129745e-05 -1.8357693582619408e-05 -0.00036797065863777931 0.00049266066815671996 -0.00075763961735733415 0.00054718862622394227 -0.00051211160141974689 0.00063815148496360052 -0.0005313515430316329 0.00013039061921604333 0.00097934436635114261 -0.00083206828850775202 0.0014717517650708379 0.00069289633354760319 0.001401030361497154 -0.00061424965350588253 -0.0003651773042688349 -0.0016401850851252677 6.2709239090499269e-05 -0.00089805806334049493 0.00051739655793521945 2.9598197421443692e-05 0.00051211468720187747 -0.0018100877336802938
leaf_weight=22 31 20 40 26 22 21 22 2003 38 29 27 20 20 24 21 21 24 39 21 38 21 31 23 20 371 23 38 23 21 21
leaf_count=22 31 20 40 26 22 21 22 2003 38 29 27 20 20 24 21 21 24 39 21 38 21 31 23 20 371 23 38 23 21 21
internal_value=0 -2.46148e-06 -5.33365e-06 -1.81013e-06 -4.66167e-06 8.94769e-05 0.000547466 -1.37763e-05 -1.70649e-06 -6.2775e-05 -0.000156972 -4.43464e-05 7.16698e-05 -3.8916e-05 0.000104477 -0.00020048 -8.68926e-06 6.12302e-05 2.59747e-05 8.30799e-05 0.000392154 0.000191521 0.000496142 -8.54834e-06 -7.29321e-05 6.62384e-06 0.000184623 -3.06321e-05 -0.000408872 -0.000848434
internal_weight=0 3099 3068 3028 3002 265 44 2737 221 200 171 144 106 86 66 42 2717 649 625 586 134 113 82 452 414 394 61 2068 65 44
internal_count=3121 3099 3068 3028 3002 265 44 2737 221 200 171 144 106 86 66 42 2717 649 625 586 134 113 82 452 414 394 61 2068 65 44
is_linear=0
shrinkage=0.1


Tree=1899
num_leaves=31
num_cat=0
split_feature=1209 1210 1210 403 3 1210 3 43 0 1210 43 403 3 403 402 403 1210 1209 131 131 0 4 15 481 0 131 481 481 1374 1456
split_gain=0.000287927 0.000284254 0.000520799 0.00127004 0.00142722 0.000447123 0.00218326 0.00264042 0.00136791 0.000361251 0.00105709 0.00035233 0.00119579 0.000618222 0.00045504 0.0016327 0.000798759 0.000392536 0.000350169 0.0019843 0.00435674 0.00142167 0.00164502 0.00122757 0.00109062 0.000816659 0.000728839 0.000838703 0.000519181 0.000507489
threshold=-0.14444499999999996 -0.38516499999999992 -0.08453999999999999 0.0033700000000000002 -0.082404999999999992 -0.05860499999999999 -0.082334999999999978 0.0034250000000000005 -0.082084999999999977 -0.0091799999999999989 -0.035139999999999991 -0.52641999999999989 -0.085709999999999995 -0.45015499999999992 -0.45454999999999995 -0.071919999999999984 0.13089000000000003 0.082105000000000011 0.089415000000000008 0.090690000000000007 -0.08095999999999999 -0.052259999999999994 -0.0072999999999999992 -0.24133999999999997 -0.076234999999999983 0.11130500000000002 -0.13925499999999996 -0.087234999999999993 -0.26569999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 -8 -4 10 -7 12 -11 -13 15 -15 17 18 23 20 -20 24 29 -16 25 -21 -25 -28 -29 -23
right_child=1 2 5 -5 -6 9 7 -9 -10 11 -12 13 -14 14 16 -17 -18 -19 19 21 -22 22 -24 26 -26 -27 27 28 -30 -31
leaf_value=0.00037820773446583188 0.00032061285002984936 -3.9101231838382473e-05 -0.00076612106737835965 0.00038212171348277484 -0.0011541837032630364 0.00015693816106553035 0.0015867986233206466 -1.8678617752378897e-05 0.00024676357357141871 -0.00026155148337308608 -0.00082743741981175848 -0.00041287846895126702 0.00065146701090270656 0.0010004120826488361 0.00067785142325899668 -0.00015135484054553674 -0.00062134751365409188 0.00043915792462939868 -0.0017226938996993176 -0.00053704381266254052 0.0002674506326333027 0.0004920267088402852 0.00087294113584973198 -0.00050743834248610906 -0.00096183967088227696 0.00035582515862188303 0.00047812129985784951 0.00050544216093840078 -6.3027350457383135e-06 -4.42352274806126e-05
leaf_weight=20 27 24 24 20 22 24 20 21 30 26 20 37 32 20 27 32 21 20 22 21 22 20 26 28 23 20 37 20 2265 150
leaf_count=20 27 24 24 20 22 24 20 21 30 26 20 37 32 20 27 32 21 20 22 21 22 20 26 28 23 20 37 20 2265 150
internal_value=0 -2.43926e-06 -5.27674e-06 -0.000283152 -0.000572402 8.20256e-07 0.000214313 0.000764481 -0.000203407 -6.14226e-06 -0.000290505 -1.78116e-06 0.000242183 -6.81493e-06 -1.3988e-06 0.000291632 -6.99675e-06 -2.22023e-06 -5.51287e-06 -0.00010657 -0.000727622 -1.46927e-06 0.000132152 7.41159e-06 -0.000410683 -0.000101498 -2.91335e-07 5.82413e-06 -1.82357e-06 1.88544e-05
internal_weight=0 3101 3074 66 46 3008 95 41 54 2913 44 2869 58 2811 2774 52 2722 2701 2681 304 44 260 196 2377 64 41 2350 2322 2285 170
internal_count=3121 3101 3074 66 46 3008 95 41 54 2913 44 2869 58 2811 2774 52 2722 2701 2681 304 44 260 196 2377 64 41 2350 2322 2285 170
is_linear=0
shrinkage=0.1


Tree=1900
num_leaves=31
num_cat=0
split_feature=1209 1209 403 403 1212 43 16 1212 1212 401 130 132 1204 1213 402 1203 132 394 130 403 399 1186 42 42 42 43 42 1455 1456 13
split_gain=0.000233221 0.000250539 0.000326147 0.000621891 0.000443711 0.000755427 0.000782936 0.000696067 0.00088915 0.000451117 0.00041875 0.000688115 0.000567688 0.000374803 0.000520675 0.0003666 0.00161829 0.000783583 0.00109129 0.000566695 0.000522232 0.000462111 0.000411823 0.00169841 0.00161493 0.0018793 0.00147385 0.00110813 0.00101803 0.000941802
threshold=-0.14444499999999996 -0.089214999999999989 0.50894000000000006 0.62877000000000016 -0.08867499999999999 -0.0024749999999999993 -0.087989999999999985 -0.082209999999999991 -0.063924999999999996 0.11769000000000002 0.13302000000000003 -0.43443999999999999 0.053645000000000005 -0.42295499999999991 0.11353000000000001 0.089005000000000015 -0.078039999999999984 0.013605000000000001 -0.12279499999999997 -0.55157999999999985 0.10695000000000002 -0.091099999999999987 0.090240000000000015 0.089810000000000015 0.091295000000000015 -0.020444999999999994 0.089390000000000011 -0.066404999999999978 -1.0000000180025095e-35 -0.069964999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 -6 -9 10 11 -10 13 -13 15 17 -17 19 -19 -15 21 -21 23 26 25 -24 -23 -26 -29 -30
right_child=1 2 3 -5 7 -7 -8 8 9 -11 -12 12 -14 14 -16 16 -18 18 -20 20 -22 22 24 -25 27 -27 -28 28 29 -31
leaf_value=0.00034038691810565073 -0.00030548449334067605 -0.00043321451539668487 -0.00058628775893269523 0.00015542276436463 -0.00057557341517947079 0.0005605357779897627 0.00041395237480173819 0.00056303066438496377 -0.00052602912520524115 -0.00047649265878135343 0.00038492022775764263 -0.00043448618496768178 0.00049571034943927895 -0.00042453394307813143 0.00038323123685716251 -0.00090809113323263345 0.00016007714289731373 -0.00010552966472459958 0.00091510097184006813 0.00039860011181320132 0.0004631837759613215 -3.1664585732330057e-05 0.00017453328295910763 -0.00080661708572214198 -0.00062623138548116445 0.0012401858152335755 0.00079168628541414045 0.00052243020760122305 -0.00011687364388855064 0.00016003291651573874
leaf_weight=20 27 24 26 20 21 38 20 28 25 20 28 20 23 32 35 23 37 20 22 28 24 1848 59 28 27 23 22 39 311 203
leaf_count=20 27 24 26 20 21 38 20 28 25 20 28 20 23 32 35 23 37 20 22 28 24 1848 59 28 27 23 22 39 311 203
internal_value=0 -2.19533e-06 4.68565e-07 -0.000263805 4.48329e-06 0.00023393 -4.81387e-05 -1.90321e-06 2.21545e-06 -3.20493e-06 8.5218e-08 -3.69694e-06 9.27101e-07 -3.13574e-06 -3.3614e-08 -4.91864e-06 -0.000249387 5.42319e-07 0.000429086 -6.26511e-06 -1.14084e-06 -5.44679e-06 -9.86605e-06 -3.35534e-05 5.80472e-05 0.000473436 -2.19781e-05 -6.80156e-07 2.98621e-05 -7.51171e-06
internal_weight=0 3101 3074 46 3028 82 44 2946 2925 2897 2877 2849 2824 2801 2781 2746 60 2686 42 2644 2612 2588 2560 1898 662 82 1870 580 553 514
internal_count=3121 3101 3074 46 3028 82 44 2946 2925 2897 2877 2849 2824 2801 2781 2746 60 2686 42 2644 2612 2588 2560 1898 662 82 1870 580 553 514
is_linear=0
shrinkage=0.1


Tree=1901
num_leaves=31
num_cat=0
split_feature=403 42 403 403 403 1209 16 0 401 0 1213 402 1210 401 401 130 400 132 399 393 50 1204 403 132 12 1204 1200 130 4 4
split_gain=0.00024532 0.00134207 0.000979275 0.000836149 0.000688563 0.000503605 0.00108241 0.000972724 0.000436079 0.00106863 0.0011739 0.00055203 0.00030398 0.000393972 0.000536749 0.000347282 0.000690518 0.000447915 0.00614454 0.00486256 0.00124873 0.000542904 0.00099913 0.000985696 0.00144354 0.000435583 0.000711532 0.000435178 0.000327984 0.00180549
threshold=-0.5492149999999999 0.091205000000000008 -0.5425549999999999 -0.5335399999999999 -0.52800499999999995 -0.067109999999999989 -0.080344999999999986 -0.085034999999999986 -1.0000000180025095e-35 -0.072594999999999979 -1.0000000180025095e-35 -0.45015499999999992 0.11265500000000002 0.13571500000000003 0.11916500000000001 0.13302000000000003 0.11741500000000001 -0.083284999999999984 0.091580000000000009 0.11170000000000001 0.09227500000000001 -0.082884999999999986 -0.084674999999999986 -0.41127499999999995 0.086305000000000007 -0.016569999999999994 0.090100000000000013 0.10737500000000001 0.24564500000000003 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 7 -6 9 10 -7 -10 13 14 15 16 17 18 20 25 21 22 -13 -23 -25 26 -19 28 29 -27
right_child=2 -3 3 4 5 8 -8 -9 11 -11 -12 12 -14 -15 -16 -17 -18 19 -20 -21 -22 23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.00021654441516147927 -0.00070124373858561741 0.00077269463654374706 0.00064525134745053959 -0.00054853721825486935 0.00048031020327471196 0.00045372333955920991 0.00088817953655961901 -0.00050595759705174715 0.00047919302693723396 -0.00066356372476815634 -0.00048917941401115334 -0.00012230168422684075 -0.00038148173147679442 0.00043191391540901917 -0.00049483620572242544 0.00034529812190408726 -0.00052573151251999659 0.00053232970607687579 0.0015763888330324197 -0.0015239214058965446 -0.00080265857991651589 0.00034176833995540318 0.00081334149105140622 0.00028688553443533324 -0.000761845565035141 -4.8917041531768446e-06 -0.00018228123398413037 -0.00044516602594574744 -8.229753603395659e-05 0.0004098627382788707
leaf_weight=32 20 24 20 23 20 31 20 20 24 34 23 25 21 21 22 29 25 38 26 21 21 30 21 21 35 1928 22 22 391 111
leaf_count=32 20 24 20 23 20 31 20 20 24 34 23 25 21 21 22 29 25 38 26 21 21 30 21 21 35 1928 22 22 391 111
internal_value=0 0.000207415 -3.78964e-06 7.91342e-07 -3.46955e-06 7.06517e-07 0.000287511 -1.28237e-05 -5.14265e-06 -0.000224396 5.21166e-05 1.6178e-06 -2.43231e-06 4.01451e-07 -2.84882e-06 1.06431e-06 -2.58303e-06 2.2395e-06 0.000155117 -8.56393e-06 -8.64062e-05 2.7543e-05 0.00030484 -0.000120778 -0.000368571 4.10426e-06 0.000270306 -2.40964e-06 1.59886e-06 1.76869e-05
internal_weight=0 56 3065 3045 3025 3002 60 40 2942 88 54 2854 2830 2809 2788 2766 2737 2712 179 2533 153 132 46 86 56 2512 60 2452 2430 2039
internal_count=3121 56 3065 3045 3025 3002 60 40 2942 88 54 2854 2830 2809 2788 2766 2737 2712 179 2533 153 132 46 86 56 2512 60 2452 2430 2039
is_linear=0
shrinkage=0.1


Tree=1902
num_leaves=31
num_cat=0
split_feature=132 15 393 15 0 13 12 1213 42 1204 131 128 128 128 128 129 1186 3 33 393 129 129 128 128 400 11 11 11 1428 155
split_gain=0.00024829 0.000761943 0.000651706 0.00116621 0.00032413 0.000932342 0.000628011 0.000452536 0.000428314 0.000549231 0.000314323 0.000358567 0.000700966 0.000350463 0.000555487 0.000288733 0.000408778 0.000924938 0.000470069 0.000447604 0.000502305 0.000513576 0.000502544 0.000405815 0.000851319 0.000487774 0.000524397 0.000941897 0.00115074 0.000599115
threshold=-0.083449999999999983 0.091475000000000015 0.098330000000000015 0.088345000000000021 -0.073309999999999986 0.056795000000000005 0.091325000000000003 0.087020000000000014 -0.011544999999999998 -1.0000000180025095e-35 0.13602500000000003 0.11976500000000002 0.11059000000000001 0.10692000000000002 0.10332500000000001 -0.082959999999999992 0.084100000000000022 -0.085384999999999975 -0.018454999999999996 -0.088754999999999987 0.10327000000000001 0.097955000000000014 0.090375000000000025 0.086950000000000013 -0.090784999999999991 0.10458500000000001 0.095720000000000013 0.090070000000000025 0.096340000000000023 0.12509500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 5 6 7 8 9 -1 11 12 13 14 15 -2 18 -18 -17 -20 21 22 23 24 -21 26 27 28 29 -26
right_child=2 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 17 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00051689779539892987 0.00034524193130588781 -0.00060035423073848647 -7.0635288452299742e-05 0.0009313009668230302 -0.00036034511979848437 0.00064176397364852688 -0.00048724587679065861 0.00045327927288044953 0.00019601948511799015 0.00012805736902088901 0.00029945408160399114 0.00040006255598696455 -0.00059513270618481327 0.00041610711195971817 -0.00051636615216488115 0.00045224871655986845 -0.00077066726702138444 0.00010282925957451678 0.00043742880914815827 -0.00063801936505894583 -0.00049275922788399927 0.00049081388195710521 -0.00036669598867822636 0.00043744919045517845 -2.6763929362658761e-06 0.00045000362479186151 -0.00039896404187223227 0.0005897147560500782 -0.00061969179014946963 0.00040838486747816208
leaf_weight=31 24 27 26 21 26 21 29 21 38 23 35 22 20 20 21 23 22 27 23 21 21 21 38 21 2349 24 33 27 30 36
leaf_count=31 24 27 26 21 26 21 29 21 38 23 35 22 20 20 21 23 22 27 23 21 21 21 38 21 2349 24 33 27 30 36
internal_value=0 -0.000103438 7.69106e-06 0.000377038 -3.24496e-05 1.98528e-05 -7.212e-05 3.44168e-05 -6.11932e-05 -0.000242195 1.61712e-06 -2.07551e-06 -5.23404e-06 -9.91692e-07 -4.01305e-06 -8.62582e-08 -3.13776e-06 -0.000289353 2.12079e-06 -1.79485e-06 -5.64916e-06 -1.71481e-06 -5.72532e-06 -3.27094e-07 -3.97523e-06 1.35287e-06 -2.99768e-06 2.35322e-06 -4.21356e-06 3.52831e-06
internal_weight=0 216 2905 47 189 163 142 113 92 54 2858 2823 2801 2781 2761 2740 2716 49 2667 2644 2621 2600 2579 2541 2520 2499 2475 2442 2415 2385
internal_count=3121 216 2905 47 189 163 142 113 92 54 2858 2823 2801 2781 2761 2740 2716 49 2667 2644 2621 2600 2579 2541 2520 2499 2475 2442 2415 2385
is_linear=0
shrinkage=0.1


Tree=1903
num_leaves=31
num_cat=0
split_feature=33 9 2 130 130 0 42 13 1186 2 0 2 2 2 484 44 0 475 12 13 49 51 1428 403 12 403 3 12 12 49
split_gain=0.000227 0.000296564 0.00218504 0.000252075 0.000628881 0.000566501 0.000766567 0.000495225 0.000493031 0.000416811 0.000344447 0.000302872 0.00214866 0.00124058 0.00100184 0.000785427 0.00130441 0.000733015 0.000711391 0.000781184 0.000713004 0.00077245 0.000837285 0.000673135 0.00181312 0.00112696 0.00107765 0.000618003 0.00306712 0.00465222
threshold=-0.009184999999999997 0.091600000000000015 -0.15339499999999998 -0.067864999999999995 -0.026574999999999998 -0.081674999999999984 -0.031659999999999994 0.0015850000000000003 -0.090804999999999983 0.089125000000000024 0.22582000000000002 0.10912000000000001 0.11018500000000002 0.10803500000000001 0.10785500000000002 0.083555000000000018 -0.23811499999999999 0.036560000000000002 -0.095379999999999979 -0.090204999999999994 -0.23803499999999997 -0.44986999999999994 -0.070379999999999984 -0.53960999999999981 0.092355000000000007 -0.53101999999999994 -0.085384999999999975 0.083935000000000023 0.083715000000000026 0.10247500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 7 -7 9 -6 -2 11 13 -13 15 17 16 -10 -14 19 -18 -20 -22 -23 24 26 -25 -24 28 29 -27
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leaf_value=-0.00026925550177580709 0.00030508008108712562 -0.0002724476846527647 0.0010323998763591849 -0.0004978089942596853 0.00046780597238632094 0.00066621874039940725 -2.9016767527129307e-05 -0.00036178442589457956 0.00074195554075033772 -0.00023007597350938755 -0.00042095693017472511 0.0010786679148441179 2.769810696889297e-05 -0.00069483406367470274 -0.00058239225987703183 -0.00063668465329101307 0.00075293740245979289 0.0005934053544478957 0.00048630938464258279 -9.8516924732268373e-06 -0.00062030412796461451 0.00055059562743190328 0.00035792127426248049 -0.00073830785948540212 0.00087737834466428588 -0.00013844896428915826 -0.00068017749232240031 -3.8231865140120728e-06 -0.0010099226949072595 0.0013905270701451671
leaf_weight=31 43 33 21 26 22 35 29 31 23 22 20 20 502 27 26 20 25 24 27 29 22 25 20 23 29 380 20 1508 37 21
leaf_count=31 43 33 21 26 22 35 29 31 23 22 20 20 502 27 26 20 25 24 27 29 22 25 20 23 29 380 20 1508 37 21
internal_value=0 2.70127e-06 0.000234993 -1.4304e-06 -8.22682e-06 0.000120735 0.00035119 -3.29015e-05 -3.76045e-06 0.00012395 -7.42893e-06 -4.48358e-06 6.04499e-05 -2.10945e-05 2.35579e-05 -1.28595e-05 -7.15989e-06 5.35098e-05 -1.51145e-05 0.000343291 -2.42783e-05 -3.08902e-05 -2.46046e-05 -3.16606e-05 0.000275346 -4.24191e-05 -0.000161128 -3.41943e-05 -0.00013876 -5.83779e-05
internal_weight=0 3090 54 3036 2876 160 64 96 2850 65 2828 2808 572 2236 552 2209 2189 526 2166 54 2112 2085 2063 2038 69 1969 40 1946 438 401
internal_count=3121 3090 54 3036 2876 160 64 96 2850 65 2828 2808 572 2236 552 2209 2189 526 2166 54 2112 2085 2063 2038 69 1969 40 1946 438 401
is_linear=0
shrinkage=0.1


Tree=1904
num_leaves=31
num_cat=0
split_feature=376 33 13 13 13 34 34 9 9 2 376 106 46 472 484 49 49 484 484 159 484 159 42 42 13 4 474 472 1 1
split_gain=0.000223714 0.000452337 0.000445127 0.000745662 0.000546828 0.000404334 0.000547175 0.000442048 0.00149671 0.000422076 0.000389444 0.000280855 0.000278776 0.000512681 0.000263721 0.00212375 0.00257118 0.00119918 0.000699072 0.00206223 0.00110218 0.000933908 0.000497 0.000646882 0.000463812 0.000444606 0.000402047 0.000397857 0.000399121 0.00213162
threshold=0.080200000000000007 -0.009184999999999997 -0.073839999999999975 -0.012549999999999997 -0.091559999999999989 -0.084564999999999987 -1.0000000180025095e-35 0.091600000000000015 0.10530000000000002 -1.0000000180025095e-35 0.087010000000000018 0.083930000000000018 0.10253500000000002 0.094800000000000009 0.085845000000000019 0.11560500000000001 0.10542000000000001 0.085130000000000011 0.090535000000000018 0.087410000000000015 0.096295000000000006 0.10713500000000002 0.08623500000000002 0.088575000000000015 0.27266500000000005 -0.0065699999999999986 0.11325 -0.15279499999999999 0.081315000000000012 0.07863500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -3 -7 9 -9 -8 11 -5 13 14 17 16 18 24 19 -16 -20 22 25 -24 26 -22 27 -11 29 -29
right_child=2 5 3 10 -6 6 7 8 -10 12 -12 -13 -14 -15 15 -17 -18 -19 20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
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leaf_weight=22 24 32 20 28 38 26 22 21 21 27 29 21 25 20 39 27 21 30 26 22 27 22 32 33 36 22 31 1391 962 24
leaf_count=22 24 32 20 28 38 26 22 21 21 27 29 21 25 20 39 27 21 30 26 22 27 22 32 33 36 22 31 1391 962 24
internal_value=0 -6.22359e-06 0.000115175 0.000247843 -9.45252e-05 -2.84198e-06 1.04957e-06 -3.07193e-06 0.000318976 -7.8363e-06 0.000108165 -6.37347e-05 -4.42884e-06 -1.45206e-06 -5.09192e-06 8.86099e-05 0.000181732 -1.52451e-05 8.21162e-05 0.000370653 -2.65303e-05 8.75174e-05 -2.76001e-05 0.000153687 -7.61538e-06 -0.000268083 -2.34749e-06 2.26677e-06 -2.06897e-06 3.17178e-05
internal_weight=0 2961 160 98 62 2939 2907 2881 42 2839 78 49 2817 2792 2772 271 244 2501 223 61 162 136 114 65 2471 49 2435 2404 2377 1415
internal_count=3121 2961 160 98 62 2939 2907 2881 42 2839 78 49 2817 2792 2772 271 244 2501 223 61 162 136 114 65 2471 49 2435 2404 2377 1415
is_linear=0
shrinkage=0.1


Tree=1905
num_leaves=31
num_cat=0
split_feature=33 9 3 34 151 157 484 157 150 151 151 16 123 39 34 49 151 13 3 1348 147 38 131 15 132 15 15 400 1210 160
split_gain=0.000261257 0.000306721 0.000691508 0.000379736 0.000300213 0.000677455 0.00202047 0.00143256 0.00125849 0.00076132 0.00110524 0.00106755 0.000597053 0.000859312 0.000585901 0.000540373 0.0011297 0.000843179 0.000544695 0.000407489 0.000422705 0.000364721 0.000411604 0.00044728 0.00603634 0.00470114 0.00189982 0.00111222 0.000807352 0.000662435
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 -0.097449999999999981 -0.080889999999999976 -0.087424999999999989 0.091040000000000024 -0.086244999999999988 0.10846000000000001 -0.083694999999999978 -0.085134999999999975 -0.004174999999999999 0.084995000000000015 0.084020000000000011 -0.084034999999999985 -0.011734999999999997 -0.090769999999999976 -0.075129999999999988 -0.085709999999999995 0.087660000000000016 0.092780000000000015 0.10657000000000001 0.13857500000000003 0.091650000000000023 -0.083284999999999984 0.092145000000000019 0.091295000000000015 -0.052894999999999991 -0.26954499999999992 -0.53908999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 -7 9 10 12 -11 13 15 -6 17 -17 -9 -18 20 21 22 23 26 -25 -26 28 -27 -16 -29
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leaf_weight=22 20 21 32 25 21 21 27 22 31 24 29 20 24 22 23 87 20 33 20 27 29 29 21 24 20 20 23 36 1986 362
leaf_count=22 20 21 32 25 21 21 27 22 31 24 29 20 24 22 23 87 20 33 20 27 29 29 21 24 20 20 23 36 1986 362
internal_value=0 -2.43774e-06 -0.000240938 1.71213e-06 -1.15837e-06 7.897e-05 0.000112143 4.83716e-05 9.90369e-05 3.65551e-05 -2.92501e-05 0.000420917 4.47091e-05 0.000100214 -1.35399e-05 2.88569e-05 0.000142251 -0.000232981 0.000582107 -9.29075e-06 -5.23535e-06 -9.56287e-06 -1.36287e-05 -9.91652e-06 7.88977e-05 -5.71475e-06 -3.01095e-05 6.59476e-05 -1.97636e-05 2.93814e-05
internal_weight=0 3099 53 3046 3026 405 380 353 332 301 257 44 228 204 2621 182 127 55 40 2600 2573 2544 2515 2494 462 438 2032 418 2009 398
internal_count=3121 3099 53 3046 3026 405 380 353 332 301 257 44 228 204 2621 182 127 55 40 2600 2573 2544 2515 2494 462 438 2032 418 2009 398
is_linear=0
shrinkage=0.1


Tree=1906
num_leaves=31
num_cat=0
split_feature=132 15 393 15 52 47 15 400 130 42 130 1186 129 393 394 131 393 401 16 402 16 1212 1212 1210 1212 1213 4 401 52 403
split_gain=0.000261873 0.000984648 0.000508246 0.000932714 0.000323328 0.000494576 0.000629896 0.000533856 0.000773772 0.000790687 0.000980055 0.000289136 0.000387263 0.000275465 0.000442078 0.000317734 0.000307671 0.000305872 0.00154942 0.00130793 0.000492346 0.000357332 0.000764108 0.000720644 0.000737349 0.00204314 0.000425194 0.000382923 0.00117232 0.00107796
threshold=-0.083449999999999983 0.091475000000000015 0.098330000000000015 0.088345000000000021 0.092320000000000013 0.085770000000000027 0.084905000000000022 -0.08725999999999999 -0.0089599999999999975 -0.019989999999999997 0.096505000000000021 0.090275000000000008 -0.077709999999999987 0.087760000000000019 -0.10421499999999999 0.13602500000000003 -0.088754999999999987 0.11769000000000002 -0.082179999999999989 0.22872000000000001 -0.065229999999999996 -0.14780999999999997 -0.08867499999999999 -0.095909999999999981 -0.063924999999999996 -0.060974999999999994 -0.078629999999999992 0.087110000000000007 0.085540000000000019 0.095105000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_value=0.00054458516976973483 -0.00038495390416266255 -0.00067111771484767947 -6.6287498339079323e-05 0.00082975151904282119 0.00028169042067521989 -0.00051030922860935911 -0.00047445011853900116 -0.00050236299466632772 -0.00059326517810491389 0.00059148440464363943 0.00037285378951180194 0.00030627472010711509 0.00046299760863240368 -0.00030931474175304179 0.00037991784019617458 0.00030623695724095934 -0.00062615933944471186 0.00082996506756171588 -0.00052345087548019372 -0.00081531042758797411 0.00016209016413003239 0.00045854868048991195 -0.00046967646767646356 -0.00026761848906365536 -1.2957114195220938e-05 0.0011446467519272119 2.5909725663950667e-05 0.00049702008116236397 0.00087093697569798681 -0.00045825762081895608
leaf_weight=21 26 27 26 21 29 23 24 24 21 26 21 31 21 28 21 34 20 25 20 20 22 36 33 21 2392 20 20 21 20 27
leaf_count=21 26 27 26 21 29 23 24 24 21 26 21 31 21 28 21 34 20 25 20 20 22 36 33 21 2392 20 20 21 20 27
internal_value=0 -0.000106229 7.89864e-06 0.00033407 -2.5531e-05 -8.12149e-05 -9.17716e-06 8.96419e-05 -1.42039e-05 0.000158088 -0.000110206 2.53472e-06 -7.95995e-07 2.76991e-06 5.92115e-06 2.43328e-06 -1.36706e-06 -4.33591e-06 0.000206658 -9.71104e-06 -0.000164358 -3.53787e-06 1.07827e-06 -5.42091e-06 7.04812e-07 0.000421291 -0.000300125 -6.30496e-06 0.000227694 -4.03236e-05
internal_weight=0 216 2905 47 189 160 137 113 92 68 42 2858 2827 2801 2773 2752 2718 2697 67 2630 42 2610 2570 2534 2501 41 40 2460 68 48
internal_count=3121 216 2905 47 189 160 137 113 92 68 42 2858 2827 2801 2773 2752 2718 2697 67 2630 42 2610 2570 2534 2501 41 40 2460 68 48
is_linear=0
shrinkage=0.1


Tree=1907
num_leaves=31
num_cat=0
split_feature=448 0 14 142 13 2 447 448 150 0 150 483 16 0 0 15 43 1 49 48 160 158 484 159 15 4 1 50 133 3
split_gain=0.000221175 0.000602307 0.00029588 0.0012392 0.00098448 0.000800768 0.000290832 0.00053763 0.000630772 0.000773449 0.000707241 0.000514 0.000451322 0.000394851 0.000969196 0.00394357 0.00101329 0.000963243 0.00133333 0.000604117 0.000527468 0.000429392 0.00166718 0.00144033 0.0012307 0.000995492 0.000633148 0.000490364 0.00247454 0.00109823
threshold=0.068920000000000023 -0.26609999999999995 0.078235000000000013 -0.057499999999999989 -1.0000000180025095e-35 0.087955000000000019 0.09290000000000001 -0.083689999999999987 -0.088479999999999989 -0.23194499999999998 -0.094239999999999977 -0.47181499999999993 -0.026164999999999997 -0.15599999999999997 -0.14116499999999996 -0.036009999999999993 -0.081374999999999989 0.11212500000000002 -0.046979999999999987 0.090085000000000012 0.08443500000000001 0.10667500000000002 0.090535000000000018 0.10862000000000001 -0.068899999999999975 0.62736500000000006 0.15618500000000002 -0.099524999999999988 0.090665000000000009 -0.071799999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 7 -5 10 -10 12 -11 -9 17 15 16 -15 18 19 -13 -18 25 23 -23 -25 26 27 28 29 -16
right_child=-2 2 4 6 5 -7 -8 8 9 11 -12 13 -14 14 21 -17 20 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00052351475275248631 -0.00033148001675726847 0.00075156882678790928 0.00019217637807741994 -0.00038844653123912092 -0.00085906567311702447 -6.641495367512107e-05 0.00036910037313299697 -0.00016978717497389379 -0.00059781568184420894 0.00044884196249768139 0.00079586351756006474 0.00048290751292370262 0.00040398458412920055 -0.0005019573312893044 -0.00070235996594419708 -0.0015012078294107183 1.4972823447789308e-06 -0.0002083333193858823 0.001032328760558575 -0.00027647189589598303 0.00066972910038505995 -0.00053583895754335186 -0.00097359936229291964 0.00074702660203911368 -0.00011317434305405745 0.00062209667784582758 -0.00049080599923259931 -2.4725740011639541e-06 0.0011443554794161835 0.00026786666000719252
leaf_weight=22 20 22 40 36 26 25 21 29 22 25 20 20 26 24 20 22 27 39 23 22 21 35 22 29 39 26 26 2342 22 28
leaf_count=22 20 22 40 36 26 25 21 29 22 25 20 20 26 24 20 22 27 39 23 22 21 35 22 29 39 26 26 2342 22 28
internal_value=0 2.13789e-06 -1.58744e-06 3.82239e-06 -0.00017922 -0.000470511 -1.72394e-06 -4.36819e-06 3.84931e-07 -7.19029e-06 0.000286627 -2.56946e-06 0.00010145 -6.61872e-06 -1.40293e-05 -0.000329455 2.858e-05 0.000184561 0.000420297 8.51373e-05 0.000293849 -2.57702e-06 -0.000183389 -1.46057e-05 0.000253676 6.59565e-06 3.16503e-08 5.3226e-06 0.000266127 -0.000136394
internal_weight=0 3101 3079 2988 91 51 2966 2945 2909 2834 75 2812 55 2787 2683 94 72 104 65 42 48 2589 125 103 68 2464 2438 2412 70 48
internal_count=3121 3101 3079 2988 91 51 2966 2945 2909 2834 75 2812 55 2787 2683 94 72 104 65 42 48 2589 125 103 68 2464 2438 2412 70 48
is_linear=0
shrinkage=0.1


Tree=1908
num_leaves=31
num_cat=0
split_feature=132 15 1185 48 15 16 2 1204 399 16 51 43 402 482 160 159 129 4 16 1 3 12 2 4 2 158 151 1 13 16
split_gain=0.000218362 0.000942042 0.000648315 0.000306011 0.000489735 0.000528006 0.000423124 0.000513552 0.000489685 0.000267579 0.00139644 0.000989882 0.00125231 0.00133419 0.000954998 0.00093503 0.000844696 0.000782079 0.00140399 0.000974468 0.000801928 0.000832002 0.000977206 0.000953098 0.000723678 0.000624147 0.000613863 0.000897681 0.000577766 0.00192488
threshold=-0.083174999999999985 0.091475000000000015 -0.083264999999999992 0.086425000000000016 -0.10653 -0.089669999999999986 0.08647500000000001 -0.016569999999999994 0.087805000000000008 -0.18708499999999997 0.0053700000000000006 -0.23229999999999998 0.090045000000000014 0.085875000000000021 0.10493500000000001 0.085035000000000013 -0.082959999999999992 0.2623950000000001 -0.42170999999999997 0.094825000000000007 -0.13309499999999996 -0.087484999999999993 -1.0000000180025095e-35 0.41257000000000005 0.092635000000000009 0.092880000000000004 -0.080284999999999981 0.12000500000000001 -0.096404999999999991 -0.11676499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 7 -7 -8 10 11 -4 13 14 15 17 -11 18 24 -19 -21 -22 -23 -24 -13 -17 -25 -28 29 -18
right_child=2 -3 9 -5 5 6 8 -9 -10 16 -12 12 -14 -15 -16 25 28 19 -20 20 21 22 23 26 -26 -27 27 -29 -30 -31
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leaf_weight=24 21 30 21 28 32 31 20 37 20 21 22 22 29 20 22 20 22 21 26 43 35 21 22 20 29 21 20 27 2212 182
leaf_count=24 21 30 21 28 32 31 20 37 20 21 22 22 29 20 22 20 22 21 26 43 35 21 22 20 29 21 20 27 2212 182
internal_value=0 -9.55849e-05 7.31971e-06 -1.41579e-05 3.80066e-05 -3.35418e-05 7.21689e-05 -7.96402e-05 0.000330244 3.28016e-06 -6.83984e-05 -2.76232e-05 7.68311e-06 5.74111e-05 1.18916e-05 5.47984e-05 1.62511e-05 -9.22635e-06 0.000263213 -0.000109599 -3.74313e-05 -0.000149902 -0.000285021 -0.00014024 -4.1674e-05 0.00050141 4.72802e-05 -0.000150173 1.07622e-05 0.000171792
internal_weight=0 222 2899 192 164 140 108 68 40 2878 441 419 398 369 349 327 2437 286 77 209 188 145 110 89 51 41 67 47 2416 204
internal_count=3121 222 2899 192 164 140 108 68 40 2878 441 419 398 369 349 327 2437 286 77 209 188 145 110 89 51 41 67 47 2416 204
is_linear=0
shrinkage=0.1


Tree=1909
num_leaves=31
num_cat=0
split_feature=130 40 120 33 9 16 43 132 394 43 43 52 52 0 0 159 133 0 43 13 4 16 12 0 133 43 12 12 1212 12
split_gain=0.000220244 0.00048221 0.000760263 0.000385319 0.000276953 0.00147394 0.000233206 0.00385375 0.00747435 0.00376519 0.000961706 0.000948408 0.00155341 0.00438656 0.00187862 0.00143922 0.00328081 0.00142101 0.00162406 0.0058005 0.00276627 0.00220574 0.0018203 0.00141234 0.0018009 0.00235868 0.00100779 0.00100513 0.000957881 0.00112621
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.012019999999999998 0.091600000000000015 -0.4179199999999999 -0.011694999999999999 -0.083284999999999984 0.0041850000000000004 -0.010739999999999998 -0.0095349999999999983 0.048520000000000008 0.084960000000000022 -0.085939999999999989 -0.086074999999999985 -0.014584999999999999 -0.0084449999999999994 -0.084509999999999988 0.055925000000000009 -0.073839999999999975 -0.069999999999999993 -0.065999999999999989 0.09320500000000001 -0.086834999999999982 -0.047229999999999987 0.064745000000000011 0.087695000000000009 0.11149500000000002 -0.091904999999999987 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 -5 -9 -8 -11 28 13 -13 15 -14 23 -16 21 -20 -21 22 26 24 25 -17 -19 -22 29 -12
right_child=1 2 -4 4 5 -7 9 8 -10 10 11 12 14 -15 17 16 -18 18 19 20 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00030830569202130987 -0.00049172577448189261 -0.00037942381351496334 0.00058664215638683269 0.0010034840759964518 -0.00024783908167072305 0.00084595132238146934 -0.0013967394293285908 2.1644338693206712e-05 -0.0019236682123300855 0.00055522260994746771 0.0010464040537772235 -0.0014640330413260079 -0.00031060838882694957 0.00043371535194594232 -0.0009414859784387605 0.0009461157410441956 0.0013700504647567869 -0.00013482369065872935 0.0016525034199003131 -0.0010500857165815043 0.00063860226806718861 -0.0010816849341167005 0.00052287410154739137 0.0007712503196671606 -0.00089965552990850571 -0.00032678161341873177 -0.00097349830532988089 -0.00031251230655470868 1.3318829491402925e-05 -2.1174126665019211e-06
leaf_weight=23 20 27 22 39 28 22 20 1588 20 29 20 29 46 21 27 24 25 38 20 28 25 35 28 24 21 37 23 20 771 21
leaf_count=23 20 27 22 39 28 22 20 1588 20 29 20 29 46 21 27 24 25 38 20 28 25 35 28 24 21 37 23 20 771 21
internal_value=0 -2.28891e-06 8.9132e-07 -3.32547e-06 2.70047e-08 0.000233429 -3.89045e-06 2.12712e-05 -2.55109e-06 -3.50025e-05 -1.42443e-05 -2.71162e-05 -0.000140005 -0.000666979 -7.74193e-05 0.000170601 0.000339575 -0.000257336 -0.000172211 0.000143683 -0.000269693 -0.000409131 -0.000144644 9.65387e-05 -0.000100938 0.00017403 -0.000451045 0.000215885 3.83651e-05 0.000509356
internal_weight=0 3098 3078 3056 3029 50 2979 1647 1608 1332 1312 1283 471 50 421 177 131 244 217 93 73 124 89 106 82 61 61 45 812 41
internal_count=3121 3098 3078 3056 3029 50 2979 1647 1608 1332 1312 1283 471 50 421 177 131 244 217 93 73 124 89 106 82 61 61 45 812 41
is_linear=0
shrinkage=0.1


Tree=1910
num_leaves=31
num_cat=0
split_feature=130 130 130 1 4 43 16 33 1186 1204 1203 1186 130 52 43 43 2 43 133 1209 13 1 1 1 1 1 401 13 13 12
split_gain=0.000269324 0.000494974 0.000402143 0.00086299 0.000690619 0.000812264 0.000439888 0.000398368 0.000369499 0.000354476 0.000700614 0.000510667 0.000545196 0.00107692 0.000372578 0.00212576 0.00316611 0.00155917 0.00216601 0.00107455 0.000898477 0.000819747 0.0062108 0.00366688 0.00147402 0.00131469 0.00112181 0.00124587 0.00367376 0.00172309
threshold=-0.067864999999999995 -0.026574999999999998 -0.23647499999999996 0.12500000000000003 -0.0035949999999999997 -0.0043399999999999992 -0.082039999999999988 -0.044254999999999996 -0.090804999999999983 0.058775000000000008 -1.0000000180025095e-35 -0.084639999999999979 -0.0038699999999999997 0.085815000000000016 -0.011694999999999999 -0.0084099999999999991 0.084145000000000011 -0.014584999999999999 -0.023589999999999996 -0.087714999999999987 0.11217000000000001 0.092235000000000025 0.090405000000000013 0.093700000000000019 0.096255000000000021 0.098220000000000016 0.11602000000000001 -0.064619999999999983 -0.050064999999999991 0.097325000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 -3 -9 10 -10 -12 13 -13 17 16 -16 -14 -19 -17 21 22 26 -23 -25 -26 27 29 -29 -21
right_child=1 7 3 -5 -6 -7 -8 8 9 -11 11 12 14 -15 15 19 -18 18 -20 20 -22 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00029771404966595584 -0.00044140104079045935 0.00043083129477010861 -0.00019436307933681427 0.00072891410867062707 -0.00029517687653424218 0.00078494874906027696 0.00031431940724895176 0.00040198349187531594 0.00053156096146267373 -0.00042893284873571249 -0.00041466540630696527 -2.0015260766691379e-05 1.3796515142164057e-06 0.00089076301199384031 -0.001660801600664854 0.00060589183748771362 0.00011855420634674375 -0.00020432338753293848 0.0011292183603127969 1.4687056162059471e-05 0.00057454451927459681 0.0012715936544776449 -0.0017108078255356912 -0.00061860430122530829 0.00080262113354235371 -8.05537337068431e-06 -0.00071282376033755454 -0.0014929111010860653 -8.9348988323789845e-05 0.00075600047651581308
leaf_weight=20 26 21 34 24 36 20 34 22 24 20 31 37 1484 20 20 26 20 21 29 243 23 23 24 38 21 422 26 20 276 36
leaf_count=20 26 21 34 24 36 20 34 22 24 20 31 37 1484 20 20 26 20 21 29 243 23 23 24 38 21 422 26 20 276 36
internal_value=0 -7.00669e-06 0.000123159 0.000180034 7.37994e-05 0.000224744 5.99782e-05 -3.14805e-06 -6.28417e-06 -9.39855e-06 -6.46884e-06 -1.10156e-05 -6.56091e-06 0.000299556 -1.29013e-05 -5.4194e-05 -0.000771124 1.98852e-05 0.000569131 -2.985e-05 -4.41983e-05 -5.68034e-05 -0.000133322 3.8086e-05 -2.08966e-05 3.0374e-05 -7.03278e-05 -4.12758e-05 -0.000184184 0.00011034
internal_weight=0 2953 168 148 124 88 68 2927 2906 2884 2864 2840 2809 57 2752 1218 40 1534 50 1178 1152 1129 625 504 481 443 601 575 296 279
internal_count=3121 2953 168 148 124 88 68 2927 2906 2884 2864 2840 2809 57 2752 1218 40 1534 50 1178 1152 1129 625 504 481 443 601 575 296 279
is_linear=0
shrinkage=0.1


Tree=1911
num_leaves=31
num_cat=0
split_feature=130 130 130 15 403 2 16 33 132 132 4 3 402 15 13 16 42 131 1204 0 14 14 45 11 9 132 52 160 1203 1200
split_gain=0.000218152 0.000400929 0.000389614 0.000335132 0.000612915 0.00051437 0.000382393 0.000322678 0.000300046 0.00144411 0.000837925 0.0015216 0.00109922 0.000567344 0.00118952 0.000810904 0.00063859 0.000464608 0.000618447 0.000460583 0.00064422 0.00102655 0.000749686 0.000445963 0.00101588 0.000454147 0.000965284 0.000686694 0.000472977 0.00125428
threshold=-0.067864999999999995 -0.026574999999999998 -0.076894999999999977 0.088990000000000014 -0.0031149999999999997 0.086885000000000004 -0.08231999999999999 -0.044254999999999996 0.093160000000000007 0.090050000000000005 -0.088784999999999989 -0.090809999999999988 -0.043079999999999993 -0.26481999999999994 -0.06532499999999998 -0.077074999999999991 -0.082179999999999989 0.13052000000000002 0.053645000000000005 0.18019500000000002 -0.31455999999999995 -0.45282499999999992 0.094030000000000016 0.10221500000000001 0.091905000000000014 1.0000000180025095e-35 0.088785000000000017 -1.0000000180025095e-35 0.089005000000000015 0.084780000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7 -3 9 17 -10 12 -12 -13 -15 -16 -17 18 19 20 21 -9 23 24 25 28 27 -27 -22 -30
right_child=1 7 -4 -5 5 6 -8 8 10 -11 11 13 -14 14 15 16 -18 -19 -20 -21 22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00035373865732155437 -0.00039726094512913666 0.00038774817422520196 0.00051375681110325138 0.00039510363694716943 0.00047587562133638383 0.00025160313618835062 -0.00027036930823669535 6.8460396376055654e-05 -0.00042422994503249359 -0.00068198391890064161 0.00020540456545339631 -0.00046719517573365018 0.0012285736941564773 0.00070014814252947243 -0.00046746403604629454 0.00061286290641874078 -0.00013873950419320653 -0.00048639322165399795 0.00055137916817329827 -0.00045234471605078364 -4.2012911116946335e-06 0.00089747583260759713 -0.00047124603747371503 0.00043309980512434696 -0.0005876629446477941 0.00044363243121717298 0.00073255040180391425 -0.00026186493912088761 -0.00086906699368476191 0.0001987584252757105
leaf_weight=37 26 21 21 24 29 25 32 59 25 32 21 20 21 26 32 20 26 20 20 23 2324 20 35 23 30 22 26 37 22 22
leaf_count=37 26 21 21 24 29 25 32 59 25 32 21 20 21 26 32 20 26 20 20 23 2324 20 35 23 30 22 26 37 22 22
internal_value=0 -6.30604e-06 0.000110843 5.32844e-05 -1.3412e-05 0.000133008 -4.1434e-05 -2.83326e-06 -5.65577e-06 -1.41785e-05 0.000115492 0.000196775 0.000716989 2.05736e-05 0.000114375 -8.08823e-05 0.000188044 -6.2136e-06 -2.6073e-06 -6.7994e-06 -2.88813e-06 0.000278338 -1.16315e-05 -5.21227e-06 -9.27235e-06 -2.19868e-06 0.000224908 1.20188e-06 -1.03508e-05 -0.000335154
internal_weight=0 2953 168 147 123 86 57 2927 2906 2715 191 166 42 124 104 78 46 2683 2663 2643 2620 79 2541 2506 2483 2453 85 59 2368 44
internal_count=3121 2953 168 147 123 86 57 2927 2906 2715 191 166 42 124 104 78 46 2683 2663 2643 2620 79 2541 2506 2483 2453 85 59 2368 44
is_linear=0
shrinkage=0.1


Tree=1912
num_leaves=31
num_cat=0
split_feature=33 3 3 9 13 150 150 4 4 3 3 52 4 13 3 48 2 3 39 1 16 15 160 16 2 0 157 48 124 13
split_gain=0.000246366 0.000265516 0.00130308 0.00113291 0.00110701 0.000939807 0.000718544 0.000749733 0.000989432 0.00217645 0.00224604 0.000896575 0.000672864 0.00152281 0.000648813 0.0013129 0.00171691 0.00130906 0.00319561 0.00114731 0.00206308 0.00249677 0.00143186 0.00172353 0.0010211 0.00102515 0.000933132 0.000885944 0.00064859 0.00078184
threshold=-0.012019999999999998 -0.03694999999999999 -0.045649999999999989 0.091600000000000015 -0.16152999999999998 0.12765500000000005 0.12820000000000001 0.26450500000000005 0.076415000000000025 0.0022600000000000003 0.10542000000000001 0.51307000000000014 0.42051500000000003 -0.0044799999999999987 -0.011549999999999998 0.086665000000000006 0.098035000000000011 -0.0037349999999999996 0.086175000000000015 0.087325000000000014 -0.089669999999999986 -0.083359999999999976 -0.087874999999999995 -0.018494999999999998 0.09580000000000001 -0.030209999999999997 -0.028564999999999997 0.095930000000000015 1.0000000180025095e-35 -0.49353499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 -6 7 8 11 -10 -11 14 13 -9 15 16 -3 18 -16 22 -21 -22 -19 -24 -23 27 -25 -26 29 -14
right_child=1 3 -4 -5 5 -7 -8 12 9 10 -12 -13 28 -15 17 -17 -18 19 -20 20 21 24 23 26 25 -27 -28 -29 -30 -31
leaf_value=-0.00029529377955311376 -0.00069714882411062726 0.00016031449708594559 -0.00078014447300864221 0.00068989637721743845 7.769405078973836e-06 -0.00053800732075615088 0.00059341680025681853 4.3290555447292254e-05 -0.0002327135812568789 0.0016521148232277482 0.00020312863862668369 -0.00063103080261498693 -0.00045794307155554875 -0.00086530972492515244 -0.0014171085526911719 -0.00026126259214867824 0.0013279722543666139 0.00045175316411553436 0.00021476298591421384 0.00096131917125603656 -0.00067378732697654731 0.0009182807679859583 -0.0010237722204432689 -0.00059283932030666623 1.5329278539866209e-05 -0.00033998869351177876 0.0002728011915513145 0.00082598083491365506 -0.00054460822255350658 0.0001874881030891415
leaf_weight=28 23 34 22 27 2247 32 22 39 30 20 23 20 23 35 21 27 20 27 28 32 34 22 28 20 28 28 33 26 20 102
leaf_count=28 23 34 22 27 2247 32 22 39 30 20 23 20 23 35 21 27 20 27 28 32 34 22 28 20 28 28 33 26 20 102
internal_value=0 2.6732e-06 -1.41807e-05 5.36075e-05 -6.86047e-06 1.0602e-07 3.04542e-05 1.32525e-05 8.07193e-05 0.000420998 0.000877076 2.26812e-05 -0.000141089 -0.000386453 5.47259e-05 0.000308099 0.00059278 -8.03636e-06 -0.000484611 7.59641e-05 0.000237886 7.01337e-05 -0.000178913 -0.000389135 0.000313339 0.000151037 -5.38556e-05 0.000405643 -1.58694e-05 6.87288e-05
internal_weight=0 3093 2324 769 2302 2279 742 720 501 73 43 428 219 74 408 81 54 327 49 278 170 138 108 81 104 82 53 54 145 125
internal_count=3121 3093 2324 769 2302 2279 742 720 501 73 43 428 219 74 408 81 54 327 49 278 170 138 108 81 104 82 53 54 145 125
is_linear=0
shrinkage=0.1


Tree=1913
num_leaves=31
num_cat=0
split_feature=106 33 9 33 10 4 30 13 13 1 16 2 4 45 12 484 0 43 403 484 2 16 16 16 16 1429 1 1 133 2
split_gain=0.000217286 0.000428094 0.000557563 0.000677166 0.00103973 0.00347124 0.000394748 0.000389865 0.00118787 0.000883103 0.00258146 0.000953842 0.000684042 0.000475546 0.000489171 0.00139301 0.00340914 0.00560228 0.0028865 0.00207304 0.00140079 0.00175682 0.00250477 0.00285527 0.00231729 0.00296513 0.00182189 0.00294682 0.00201821 0.00177458
threshold=0.085275000000000004 0.085305000000000006 -0.036024999999999995 -0.012019999999999998 -0.0093599999999999985 0.053180000000000012 0.085875000000000021 -0.17933499999999997 -0.40078499999999995 0.13842500000000005 -0.061854999999999993 -0.0091949999999999983 -0.059649999999999988 0.094030000000000016 0.08493500000000001 -0.081614999999999979 -0.087414999999999979 -0.08287499999999999 -0.16567999999999997 -0.09490999999999998 0.10584500000000001 -0.0087049999999999992 -0.010264999999999998 -0.013024999999999998 1.0000000180025095e-35 0.083715000000000026 0.096325000000000008 0.090475000000000014 0.082925000000000013 0.086825000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -2 8 12 11 -11 -9 -6 14 15 16 19 -18 -17 -13 21 22 23 26 25 -23 27 28 29 -20
right_child=6 -3 3 4 7 -7 -8 9 -10 10 -12 13 -14 -15 -16 18 17 -19 20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00045215810424889687 0.00055128683306975295 -0.00036189085168933328 -0.00054845404705371366 -0.0002222728045631407 0.00042691057124415996 0.0012940790778464782 4.8517283665625233e-06 -0.00050345636916825098 -0.00063199469900260177 0.0012650524347832073 -0.00021324395051191527 -0.00028071882944085005 -0.00013726265660588102 -0.00044498457206392904 -1.6854500522201388e-05 0.0013124258007155731 7.2484602320141021e-05 -0.0020599574184002865 -0.00037479747189844866 0.0008812135043886624 -0.00012062859394374056 0.0019883331259916304 -0.00092139416437930777 0.0011636149915866555 0.00022676181195706971 0.00028700049484281672 -0.00070220875145580444 0.0011652043361682445 0.00061275429717447293 0.00026989663646141389
leaf_weight=27 20 33 22 36 29 26 39 37 39 21 27 34 83 23 1843 20 28 22 112 28 211 20 24 25 102 21 29 25 46 69
leaf_count=27 20 33 22 36 29 26 39 37 39 21 27 34 83 23 1843 20 28 22 112 28 211 20 24 25 102 21 29 25 46 69
internal_value=0 -3.66262e-06 2.40162e-07 4.30903e-06 8.38984e-06 0.000413617 0.000190084 -2.20194e-07 -0.00015669 8.31863e-06 0.000433511 8.12485e-07 8.81791e-06 7.76921e-06 1.16855e-05 7.61452e-05 -0.000251428 -0.00086579 0.000128259 0.000244025 9.36344e-05 0.000189215 6.23491e-05 0.000139505 0.000481982 0.00111692 4.83925e-05 0.000134771 2.12874e-05 -0.00012903
internal_weight=0 3062 3029 3002 2980 62 59 2918 151 2767 48 2719 112 2682 2659 816 112 50 704 62 684 473 330 306 143 41 281 252 227 181
internal_count=3121 3062 3029 3002 2980 62 59 2918 151 2767 48 2719 112 2682 2659 816 112 50 704 62 684 473 330 306 143 41 281 252 227 181
is_linear=0
shrinkage=0.1


Tree=1914
num_leaves=31
num_cat=0
split_feature=33 9 2 10 2 2 1447 0 132 0 1203 399 481 49 401 402 4 42 1213 1213 42 4 1213 1212 133 43 4 1 0 15
split_gain=0.000251371 0.000291075 0.0014066 0.00037726 0.000263138 0.00168361 0.00169407 0.0015123 0.00133929 0.00677097 0.0058453 0.0013929 0.00114844 0.0010279 0.0010031 0.00234115 0.00083565 0.00402102 0.00261501 0.00182747 0.00184625 0.00130376 0.00115465 0.00313097 0.00150535 0.00111047 0.00114505 0.00195735 0.0019177 0.00143252
threshold=-0.044254999999999996 0.088235000000000022 -0.14451499999999998 0.10223 0.085625000000000021 0.085485000000000019 1.0000000180025095e-35 -0.15931499999999996 -0.083284999999999984 -0.082284999999999983 0.088730000000000017 0.08832000000000001 -0.086484999999999992 0.091325000000000003 0.11769000000000002 0.10874500000000002 -0.081984999999999988 0.088200000000000014 0.0036000000000000003 -0.086979999999999988 0.085505000000000012 -0.083854999999999985 -0.082414999999999974 0.081560000000000007 -0.022174999999999997 -0.089499999999999982 -0.0083799999999999986 0.08592000000000001 -0.087634999999999977 -0.065449999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 -2 9 11 12 -9 -10 14 15 16 17 19 22 -14 21 -21 24 25 -18 -24 28 -28 -27 -29
right_child=1 2 -4 -5 -6 -7 -8 8 10 -11 -12 -13 13 -15 -16 -17 18 -19 -20 20 -22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=0.00033682937580372459 0.00090410035845707177 0.00038939500733724112 -0.00088513252513145011 -0.00019684155454992186 -1.9501578744677123e-05 0.00095106543158181018 -0.00086426605647873318 0.00023865530307184122 0.00060827791722576057 0.0018709478110236967 -0.0016585137578658761 -0.00073444731488052644 0.00064005513344646292 0.00068190618330845611 0.0006008943138742605 -0.00083015773426398359 3.213132084864709e-05 0.0012875207275750914 -0.00092561585260586023 -0.00012413050356399529 -0.001029361622640863 0.0007241667082001057 0.00037864698071145189 0.0012661114113871009 -0.0010822230021321131 -0.0009061802938554643 0.00090502606651100988 0.0001457976315358447 -9.6957888067692558e-05 -0.00054819214361486964
leaf_weight=22 20 23 21 21 1973 20 21 38 33 23 21 24 38 22 26 35 27 28 33 132 20 21 62 20 22 36 26 116 157 40
leaf_count=22 20 23 21 21 1973 20 21 38 33 23 21 24 38 22 26 35 27 28 33 132 20 21 62 20 22 36 26 116 157 40
internal_value=0 -2.39117e-06 -0.000211775 0.0001096 2.09464e-06 4.22542e-05 2.47939e-05 4.30981e-05 2.5878e-05 0.000405576 -9.39447e-06 -0.00013803 2.93432e-05 7.1541e-06 -1.0539e-05 -3.00929e-05 5.89976e-06 0.000161539 -6.31126e-05 1.21191e-05 -0.000125809 -7.69755e-06 -6.86241e-06 4.26017e-05 -0.000468191 -1.33942e-05 -7.82116e-05 0.000101734 -0.000247901 -3.21485e-05
internal_weight=0 3099 65 44 3034 1061 1041 1020 1000 85 915 62 894 861 839 813 778 239 539 211 173 153 506 457 49 437 375 182 193 156
internal_count=3121 3099 65 44 3034 1061 1041 1020 1000 85 915 62 894 861 839 813 778 239 539 211 173 153 506 457 49 437 375 182 193 156
is_linear=0
shrinkage=0.1


Tree=1915
num_leaves=31
num_cat=0
split_feature=400 132 43 1211 393 43 402 2 1211 2 1211 399 400 398 1211 13 1213 1213 402 1208 1209 2 401 402 1213 1209 402 402 131 132
split_gain=0.0002409 0.00124603 0.00699528 0.00501021 0.00102449 0.000912284 0.000507182 0.000465276 0.000415733 0.00080459 0.000708579 0.00037398 0.000776056 0.000317969 0.000308244 0.000628632 0.000361211 0.000523318 0.000504849 0.000583415 0.00217468 0.00163781 0.000455629 0.000687959 0.00070184 0.000585724 0.000374664 0.000935893 0.00048784 0.000524349
threshold=-0.064794999999999978 -0.083284999999999984 -0.011694999999999999 0.091735000000000011 0.10389500000000002 -0.03898999999999999 0.087195000000000009 0.087545000000000026 0.11817500000000002 0.087470000000000006 0.11048500000000001 0.08579500000000001 0.093555000000000013 0.10586000000000002 0.087635000000000005 -0.089109999999999981 0.23509000000000002 0.12389500000000002 0.2506000000000001 0.10383000000000002 -0.092099999999999987 0.090935000000000016 0.10947000000000001 0.11191000000000001 -0.41330499999999998 -0.077594999999999983 -0.45015499999999992 -0.41103999999999991 0.11863000000000001 -0.41127499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 7 -4 -3 10 -10 11 14 -13 -14 16 -16 17 18 19 20 -2 -21 25 -24 -25 -22 -27 -28 29 -29
right_child=8 3 4 -5 -6 -7 -8 -9 9 -11 -12 12 13 -15 15 -17 -18 -19 -20 21 22 -23 23 24 -26 26 27 28 -30 -31
leaf_value=0.0019296211254020983 0.00095125095152373746 0.00025612128004220063 0.00041141659094137142 -0.001550704319961369 -0.00070073740429333644 0.00060142044285644907 -0.00024792171341687209 -0.00038055322268822544 0.00074292616364324379 -0.00013244590583451015 -0.00059041820294667216 -0.00069673972223730136 -0.00025225993990898133 0.00025732313121504073 0.0006620588133089422 -4.6554416598331544e-05 -0.0004007791465087591 0.0005068276345264166 -0.00048367107996124436 -0.00091101177758537227 0.00046544670002293529 0.0002455108553022001 -0.00071801343781937091 -0.00048476483604066416 0.00025375963052811718 -0.00036656830696821479 0.00065061917557613931 0.00035093086445981287 -0.00038642273469701073 -5.5124093152166227e-06
leaf_weight=22 24 22 28 20 21 35 20 24 21 21 21 24 25 24 21 31 23 20 22 25 27 24 22 22 31 28 22 42 33 2376
leaf_count=22 24 22 28 20 21 35 20 24 21 21 21 24 25 24 21 31 23 20 22 25 27 24 22 22 31 28 22 42 33 2376
internal_value=0 0.000108513 0.000376895 -0.000133297 -0.000118178 0.00021668 0.000136692 -7.60567e-05 -7.11315e-06 0.00030524 -1.16573e-05 -7.41652e-06 -0.000230856 -2.66823e-06 -1.57653e-06 0.000239616 -6.15224e-06 -2.81286e-06 -6.59078e-06 -2.66859e-06 3.70837e-06 -0.000344552 -5.0281e-06 -0.000247928 -5.27977e-05 2.17818e-06 -2.82312e-06 1.2953e-06 -4.53298e-06 6.78913e-07
internal_weight=0 192 91 101 69 81 48 46 2929 42 2887 2866 73 49 2793 52 2741 2718 2698 2676 2627 49 2603 75 53 2528 2501 2473 2451 2418
internal_count=3121 192 91 101 69 81 48 46 2929 42 2887 2866 73 49 2793 52 2741 2718 2698 2676 2627 49 2603 75 53 2528 2501 2473 2451 2418
is_linear=0
shrinkage=0.1


Tree=1916
num_leaves=31
num_cat=0
split_feature=132 1203 1203 1200 132 3 3 0 15 131 131 15 3 131 402 43 2 401 0 158 15 15 15 130 130 394 403 2 133 1209
split_gain=0.000301519 0.000749404 0.000723249 0.000935189 0.000525705 0.0004409 0.000863576 0.000598364 0.000550629 0.000323382 0.000719964 0.000995708 0.000744833 0.000401424 0.00141693 0.000773093 0.00127024 0.000461619 0.000325762 0.000321744 0.00030944 0.00122265 0.000953319 0.000594321 0.000779517 0.000531 0.000519209 0.00187147 0.00279093 0.00166881
threshold=-0.083449999999999983 0.089005000000000015 0.089480000000000018 0.090100000000000013 -0.085099999999999981 -0.073309999999999986 -0.083924999999999986 -0.07384499999999998 -0.10091499999999999 0.11657500000000001 0.11863000000000001 0.093115000000000017 -0.082284999999999983 0.099565000000000015 0.31278000000000006 -0.074359999999999996 0.086285000000000014 0.13485500000000003 -0.081304999999999975 -0.47460999999999992 0.12044500000000001 0.13592500000000005 0.11601500000000002 -0.22562499999999999 -0.092879999999999976 0.0034050000000000005 -0.53960999999999981 0.083715000000000026 0.40431 -0.089214999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 -4 5 6 -1 8 -7 13 -11 12 -12 14 17 16 -15 19 -17 -2 22 -22 23 -21 -25 26 27 -26 -29 -28
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leaf_weight=73 20 24 35 23 21 22 22 25 29 23 26 20 26 20 20 38 23 24 27 23 27 79 36 34 26 22 24 21 21 2267
leaf_count=73 20 24 35 23 21 22 22 25 29 23 26 20 26 20 20 38 23 24 27 23 27 79 36 34 26 22 24 21 21 2267
internal_value=0 -0.000113987 8.47549e-06 0.000358059 -4.81327e-05 -0.00010612 -0.000249741 7.34059e-05 -0.000123048 1.35367e-06 0.000182749 2.71559e-05 0.000257784 -4.90817e-06 2.81079e-06 -0.00019388 -0.000522827 -3.58033e-06 2.37316e-05 4.4943e-07 -2.6478e-06 0.000164664 -9.81636e-06 -2.27319e-06 2.54517e-06 -4.24396e-06 3.16566e-07 0.000272628 -0.000140134 -7.76599e-06
internal_weight=0 216 2905 58 192 171 95 76 51 2847 95 72 52 2752 2644 108 43 2624 65 2600 2580 106 2474 2438 2415 2381 2359 68 42 2291
internal_count=3121 216 2905 58 192 171 95 76 51 2847 95 72 52 2752 2644 108 43 2624 65 2600 2580 106 2474 2438 2415 2381 2359 68 42 2291
is_linear=0
shrinkage=0.1


Tree=1917
num_leaves=31
num_cat=0
split_feature=132 15 394 130 1213 0 2 15 132 12 131 4 1186 391 1208 1208 1208 403 0 402 15 42 2 482 130 40 4 2 43 402
split_gain=0.00024423 0.000688601 0.000592409 0.000820183 0.000484418 0.000736978 0.000630184 0.000579728 0.000376051 0.000826047 0.000335386 0.000711101 0.000361688 0.00034164 0.000327759 0.00108807 0.000992395 0.00053352 0.00135959 0.000707662 0.000456587 0.00104433 0.00124901 0.000801662 0.00072478 0.000898335 0.000604673 0.001278 0.000669814 0.000391351
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 5 6 7 -1 9 -7 12 -12 -2 -14 15 16 17 18 -15 20 23 26 -23 24 -19 -26 -22 28 -28 -27
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leaf_weight=28 25 29 25 20 20 38 25 22 33 21 33 38 23 21 26 28 22 21 23 20 31 25 27 23 20 2349 23 24 24 34
leaf_count=28 25 29 25 20 20 38 25 22 33 21 33 38 23 21 26 28 22 21 23 20 31 25 27 23 20 2349 23 24 24 34
internal_value=0 -0.000102589 7.62793e-06 0.000367638 -3.22757e-05 -8.79745e-05 0.000144691 -6.02778e-05 -0.000277648 -0.000126445 1.96344e-06 0.000216591 -3.50036e-06 -7.54908e-08 -3.296e-06 8.79502e-08 -6.37436e-06 -8.5268e-07 0.000344477 -6.64989e-06 -2.09347e-06 0.000164919 0.000529637 -1.26042e-05 -7.02884e-06 -1.9171e-06 -2.1016e-05 0.000139868 0.000443042 -7.51848e-06
internal_weight=0 216 2905 45 187 167 75 50 92 59 2860 71 2789 2764 2741 2715 2687 2665 44 2621 2601 154 52 2447 2424 2403 102 71 47 2383
internal_count=3121 216 2905 45 187 167 75 50 92 59 2860 71 2789 2764 2741 2715 2687 2665 44 2621 2601 154 52 2447 2424 2403 102 71 47 2383
is_linear=0
shrinkage=0.1


Tree=1918
num_leaves=31
num_cat=0
split_feature=1211 2 1211 1211 3 43 1186 394 42 1204 1203 132 3 49 132 1212 402 1208 1208 2 1211 1212 12 1212 12 52 1186 2 2 481
split_gain=0.000230189 0.00121113 0.000583838 0.000444971 0.000752136 0.00156771 0.000363721 0.000556324 0.000831579 0.000553829 0.000641463 0.000344383 0.000908561 0.000379326 0.00134503 0.000371883 0.000386033 0.000473972 0.00194433 0.00134682 0.000349266 0.000342784 0.00168173 0.000866399 0.000711992 0.000651393 0.000550489 0.00058825 0.0021822 0.00178658
threshold=0.11716500000000001 0.087470000000000006 0.11088500000000003 0.087635000000000005 -0.083344999999999989 0.05259500000000001 -0.10142499999999997 0.0041850000000000004 -0.013389999999999997 0.058775000000000008 -1.0000000180025095e-35 -0.096579999999999985 -0.080104999999999996 0.09567500000000001 -0.41127499999999995 0.11796000000000001 0.2506000000000001 0.10383000000000002 0.086590000000000014 0.090935000000000016 0.078255000000000005 0.08815000000000002 0.086305000000000007 0.087505000000000013 0.088845000000000021 0.008405000000000001 -0.084204999999999988 0.08647500000000001 0.086825000000000013 -0.087424999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 -1 9 -9 10 -8 12 -12 14 -14 16 17 18 20 -19 21 23 -23 26 -24 -26 -13 29 -29 -28
right_child=1 -3 -4 4 5 -7 7 8 -10 -11 11 15 13 -15 -16 -17 -18 19 -20 -21 -22 22 24 -25 25 -27 27 28 -30 -31
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leaf_weight=26 27 26 24 26 22 26 24 24 22 21 30 20 28 27 21 20 26 26 23 25 29 20 31 21 30 22 47 24 1504 879
leaf_count=26 27 26 24 26 22 26 24 24 22 21 30 20 28 27 21 20 26 26 23 25 29 20 31 21 30 22 47 24 1504 879
internal_value=0 0.000206626 -3.56949e-06 3.03995e-07 0.000242522 0.00047716 -5.73106e-06 -2.44236e-06 0.000342594 -7.91914e-06 -4.18424e-06 -8.51507e-06 -0.000185382 -1.44123e-06 0.000164397 -1.69021e-06 -4.84119e-06 -1.14977e-06 4.66157e-06 -0.000303112 -3.35329e-06 4.99079e-07 -0.000178276 7.87938e-06 2.00752e-05 -0.000206065 2.45021e-06 6.70867e-06 -3.14056e-05 6.96013e-05
internal_weight=0 53 3068 3044 74 48 2970 2944 46 2898 2877 2853 106 76 49 2747 2727 2701 2650 51 2627 2598 103 2495 83 52 2474 2454 1528 926
internal_count=3121 53 3068 3044 74 48 2970 2944 46 2898 2877 2853 106 76 49 2747 2727 2701 2650 51 2627 2598 103 2495 83 52 2474 2454 1528 926
is_linear=0
shrinkage=0.1


Tree=1919
num_leaves=31
num_cat=0
split_feature=480 133 3 483 0 12 0 12 3 130 1455 1455 51 1456 1456 403 1456 0 1456 0 159 131 4 52 484 0 0 2 1447 160
split_gain=0.000221335 0.00116935 0.00100199 0.000477014 0.0018969 0.00123143 0.000815192 0.00183561 0.000862688 0.000795869 0.000361519 0.000566599 0.000498838 0.000460511 0.00105691 0.00130033 0.000437835 0.000463598 0.000365501 0.000752082 0.000384719 0.00178762 0.00180199 0.00109078 0.00053916 0.000952711 0.00143426 0.00087663 0.000477037 0.000433751
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 6 9 8 -8 -5 -1 -11 -12 -13 14 15 -14 18 -18 20 -20 24 22 -22 -24 25 26 -17 -27 -26 -30
right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 11 12 13 -15 -16 16 17 -19 19 -21 21 -23 23 -25 28 27 -28 -29 29 -31
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leaf_weight=25 25 24 36 20 23 20 28 28 32 26 20 20 24 37 35 33 35 21 20 20 34 22 22 34 20 38 20 25 52 2302
leaf_count=25 25 24 36 20 23 20 28 28 32 26 20 20 24 37 35 33 35 21 20 20 34 22 22 34 20 38 20 25 52 2302
internal_value=0 -0.000159155 7.34952e-05 4.45592e-06 0.000191116 -3.96147e-06 1.55105e-05 -0.000249233 0.000300619 1.45947e-06 -3.45114e-06 -4.57267e-08 -3.81529e-06 -7.3775e-06 -2.67435e-06 -9.6952e-06 -3.17641e-06 0.000273522 -9.04133e-06 -0.000309028 -4.4297e-06 -0.000185734 1.17891e-05 -0.00033687 3.72537e-06 0.000214234 0.000526687 -4.86224e-05 -6.56066e-06 -2.42878e-06
internal_weight=0 85 61 3036 131 2905 108 56 52 2885 2860 2834 2814 2794 2757 2722 2698 56 2642 40 2602 112 90 56 2490 116 53 63 2374 2354
internal_count=3121 85 61 3036 131 2905 108 56 52 2885 2860 2834 2814 2794 2757 2722 2698 56 2642 40 2602 112 90 56 2490 116 53 63 2374 2354
is_linear=0
shrinkage=0.1


Tree=1920
num_leaves=31
num_cat=0
split_feature=402 401 1210 403 403 1208 1209 1209 1212 52 1212 401 52 1213 1186 132 1186 1211 12 130 52 13 132 393 16 16 50 16 133 43
split_gain=0.000205766 0.000355866 0.00025913 0.000332099 0.000934338 0.00152199 0.00225937 0.000265294 0.000297465 0.0011884 0.000874667 0.000410319 0.000803099 0.000323714 0.000390905 0.000385642 0.00835198 0.0080965 0.00101745 0.00150817 0.00130521 0.000661782 0.00042731 0.000339511 0.000296543 0.00114274 0.00243026 0.00172219 0.0011973 0.00241063
threshold=0.31278000000000006 0.13699500000000003 0.258635 -0.55327499999999985 -0.54856499999999986 0.10233500000000001 -0.089214999999999989 -0.067109999999999989 0.11006000000000002 0.085540000000000019 0.13592000000000001 -0.099524999999999988 0.087435000000000013 0.12439000000000001 -0.091754999999999989 -0.083284999999999984 0.049580000000000006 0.091735000000000011 0.110195 0.096010000000000012 0.08568000000000002 -0.014169999999999999 -0.10047999999999999 0.098330000000000015 -0.14158499999999996 -0.094359999999999986 0.097115000000000021 -0.091354999999999978 -0.091869999999999993 -0.077044999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8 11 10 -10 12 -9 14 -13 16 18 23 20 -20 22 -22 -16 24 -17 26 28 -27 -26 -30
right_child=-2 -3 -4 4 5 -7 7 8 9 -11 -12 13 -14 -15 15 17 -18 -19 19 -21 21 -23 -24 -25 25 27 -28 -29 29 -31
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leaf_weight=33 21 22 25 22 27 33 39 23 30 31 28 36 27 29 37 502 20 22 20 22 21 32 36 26 20 43 52 1775 24 43
leaf_count=33 21 22 25 22 27 33 39 23 30 31 28 36 27 29 37 502 20 22 20 22 21 32 36 26 20 43 52 1775 24 43
internal_value=0 -2.11334e-06 7.51097e-07 -1.87452e-06 -5.32218e-06 -5.57382e-07 -8.0742e-06 2.94094e-07 -3.19126e-06 0.0001768 -9.03488e-05 -8.89205e-06 -0.0002928 -3.7488e-06 -2.19694e-07 -4.59236e-06 0.000133545 -1.49513e-05 -9.64277e-05 0.000329821 -0.00023851 -0.000616237 3.57295e-05 1.95778e-06 -1.84299e-06 1.57452e-05 0.000292101 -5.38431e-06 0.000615367 0.000412683
internal_weight=0 3100 3078 3053 3020 2998 2965 2938 2899 89 58 2810 50 2760 2731 2695 188 2507 168 42 126 53 73 2485 2459 1957 139 1818 87 67
internal_count=3121 3100 3078 3053 3020 2998 2965 2938 2899 89 58 2810 50 2760 2731 2695 188 2507 168 42 126 53 73 2485 2459 1957 139 1818 87 67
is_linear=0
shrinkage=0.1


Tree=1921
num_leaves=31
num_cat=0
split_feature=132 132 128 132 1 394 15 132 394 16 3 130 12 3 12 42 1208 1209 1208 402 1213 402 1 1 1 13 1456 1456 16 16
split_gain=0.000243988 0.000722768 0.000596242 0.000438909 0.0055873 0.00438728 0.0012448 0.00208683 0.000317869 0.000315002 0.000653764 0.000303352 0.000727406 0.000715376 0.00058205 0.00213408 0.000464829 0.000757827 0.0015773 0.000807052 0.00209983 0.000444524 0.000396762 0.000645692 0.000776149 0.000628519 0.000543343 0.000609134 0.000927685 0.00051261
threshold=-0.44750499999999993 -0.41127499999999995 0.11787500000000002 -0.083284999999999984 0.089475000000000013 0.11233000000000001 0.084905000000000022 -0.097939999999999985 0.013605000000000001 -0.089669999999999986 -0.086049999999999988 -0.22699999999999995 0.13043000000000002 -0.049509999999999992 0.11586 0.10369500000000002 0.11846000000000001 0.11677000000000001 0.10233500000000001 0.13775000000000001 -0.051744999999999992 0.12629000000000004 0.14262000000000002 0.13756000000000004 0.13604000000000002 -0.11122999999999998 0.11510000000000002 0.094080000000000011 0.0047850000000000011 -0.39185999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 8 9 -8 11 -3 -11 -5 14 -14 16 -16 17 18 19 21 -21 22 23 24 26 29 27 -13 -29 -24
right_child=1 2 -4 5 -6 -7 7 -9 -10 10 -12 12 13 -15 15 -17 -18 -19 -20 20 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00025882947674189279 0.00058768490375119399 -0.00019943897670600562 -0.00041136338795435488 -0.00038572142546399851 0.0014752465854312672 -0.0014810447477793787 0.00015225020910293098 -0.0012923359889828135 0.0003928547439586726 -3.6739172822145079e-05 0.0006183465416543186 7.8954677336482654e-06 0.00070640388675483653 2.0666247786493843e-05 0.00022860155289958196 -0.001134277334494982 0.00046139267664826051 -0.00058464795795523303 0.00082921782336400256 0.00025569080316927283 -0.0011760320267421775 0.00044212234851843479 -0.00029323839873541147 0.00042224797730710097 -0.0005899318935751746 -0.00049241447985234746 0.00038188205301259204 -0.00080952366703928897 7.9226263157276355e-05 0.00042272933322237807
leaf_weight=36 21 25 35 20 27 20 20 20 21 39 25 2348 29 32 27 20 22 22 23 21 20 23 20 37 22 41 38 23 24 20
leaf_count=36 21 25 35 20 27 20 20 20 21 39 25 2348 29 32 27 20 22 22 23 21 20 23 20 37 22 41 38 23 24 20
internal_value=0 3.02038e-06 -9.86791e-07 3.7551e-06 0.000167114 -5.11508e-06 -0.000106681 -0.000570043 5.23143e-06 0.000101571 0.000219154 2.35711e-06 5.11727e-06 0.000346673 -2.4563e-06 -0.000351347 3.608e-06 -1.47131e-07 4.68709e-06 -2.5045e-06 -0.000442711 4.44791e-06 5.35546e-07 7.61522e-06 1.36618e-06 -0.000217274 6.71289e-06 7.60311e-07 -0.000355694 6.47455e-05
internal_weight=0 3085 3064 3029 156 2873 129 40 2853 89 64 2832 2812 61 2751 47 2704 2682 2660 2637 41 2596 2573 2492 2455 81 2433 2395 47 40
internal_count=3121 3085 3064 3029 156 2873 129 40 2853 89 64 2832 2812 61 2751 47 2704 2682 2660 2637 41 2596 2573 2492 2455 81 2433 2395 47 40
is_linear=0
shrinkage=0.1


Tree=1922
num_leaves=31
num_cat=0
split_feature=132 1185 1203 132 42 2 42 1213 42 2 130 16 1447 1447 1447 42 160 4 1212 1211 403 479 481 52 52 52 52 52 4 3
split_gain=0.000256416 0.000756562 0.000638724 0.000382588 0.000282481 0.000858746 0.000662067 0.000277739 0.00145379 0.00388831 0.00229036 0.00306907 0.000368491 0.00340191 0.00159796 0.000911418 0.000934235 0.000601577 0.000345319 0.000739144 0.000799513 0.000386776 0.000506275 0.000411536 0.00365581 0.00139064 0.00122641 0.0018641 0.00163939 0.00107158
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.085099999999999981 -0.062154999999999995 0.089320000000000024 -0.046564999999999995 0.093235000000000026 0.089905000000000013 0.086000000000000007 0.092225000000000015 -0.08595499999999999 -0.085754999999999984 -0.086359999999999978 -0.084334999999999979 0.087665000000000007 -0.090764999999999985 -0.015624999999999998 0.11796000000000001 0.087635000000000005 -0.072624999999999981 0.10713500000000002 -0.15265499999999996 0.10347000000000002 0.096795000000000006 0.10744000000000002 0.088185000000000013 0.089575000000000016 -0.081839999999999982 -0.07928499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -6 12 10 -10 11 -9 13 15 -14 16 -3 -18 19 21 -21 22 -16 24 26 -25 -24 -28 -29 -30
right_child=1 7 -4 -5 6 -7 -8 8 9 -11 -12 -13 14 -15 18 -17 17 -19 -20 20 -22 -23 23 25 -26 -27 27 28 29 -31
leaf_value=-0.00025517707462485478 0.00060597683574693903 -0.00058147705136574451 -0.0005594225141168054 0.00033342506940243767 -0.0006117821548416812 0.00046478289790684356 -4.2952996682288362e-05 0.00038316113516754873 0.0015341488528658534 -0.00015961818897983795 0.00051555773748345119 -0.0011930646033336718 0.00071804032214136141 -0.0013306096980592148 -0.00039432009729995014 0.00062261671992018823 -0.00021240770419472425 0.00048968276700739246 -0.00031176257653997813 -5.119056557305157e-05 0.0008133156624946582 0.00036266348428658343 -2.6092787967821373e-05 0.00089890573479351583 -0.0010845904210100344 4.3933669051348734e-05 0.0010764335505409691 -0.00041824784938297759 0.00087553930019826766 -6.9440873977284708e-05
leaf_weight=37 21 26 27 24 28 30 76 21 23 33 34 30 31 21 34 23 23 26 36 20 23 28 1894 20 32 390 25 36 28 21
leaf_count=37 21 26 27 24 28 30 76 21 23 33 34 30 31 21 34 23 23 26 36 20 23 28 1894 20 32 390 25 36 28 21
internal_value=0 7.93191e-06 -0.000103579 -4.04625e-05 -9.2938e-05 6.71931e-05 -0.000196099 3.56814e-06 0.000140436 0.000536036 -0.000120195 -0.00054403 -3.48277e-06 -0.000175585 4.34007e-06 7.192e-05 -9.69604e-05 0.00016013 -4.21219e-06 1.27994e-07 0.00041122 -6.92023e-06 -1.10929e-05 -5.766e-06 -2.41728e-05 8.56396e-05 -7.24001e-06 0.000317371 9.41167e-05 0.000470548
internal_weight=0 2899 222 195 171 67 104 2878 141 56 85 51 2737 119 2618 98 75 49 2587 2551 43 2508 2480 2446 2036 410 2004 110 85 49
internal_count=3121 2899 222 195 171 67 104 2878 141 56 85 51 2737 119 2618 98 75 49 2587 2551 43 2508 2480 2446 2036 410 2004 110 85 49
is_linear=0
shrinkage=0.1


Tree=1923
num_leaves=31
num_cat=0
split_feature=1208 16 16 1209 0 1209 403 3 403 1210 401 401 401 401 401 52 390 1186 42 1186 1186 43 132 15 394 43 0 49 3 394
split_gain=0.000251781 0.00174496 0.000918558 0.000466574 0.00197252 0.000480512 0.000420172 0.00220523 0.000519338 0.00032961 0.000367697 0.000453155 0.000300108 0.000371562 0.000552685 0.00127658 0.000425201 0.000530538 0.000716017 0.000513325 0.000439216 0.00211476 0.000462486 0.00805414 0.00565798 0.000911659 0.000678634 0.00128501 0.00108631 0.000466967
threshold=0.098655000000000007 -0.072359999999999994 -0.079734999999999986 -0.087714999999999987 -0.082724999999999979 -0.074484999999999982 -0.51931999999999989 -0.085709999999999995 -0.44023999999999991 0.0028200000000000005 0.13571500000000003 0.11916500000000001 0.11249500000000001 0.10493000000000001 0.087110000000000007 0.077655000000000016 0.089375000000000024 -0.087469999999999978 -0.016354999999999998 0.090275000000000008 0.062435000000000011 -0.012164999999999999 -0.083284999999999984 0.091650000000000023 0.055520000000000007 -0.010739999999999998 -0.073309999999999986 0.09567500000000001 -0.071329999999999991 -0.091729999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 7 -7 -8 10 11 12 13 14 16 -16 17 18 -10 20 22 -22 23 25 29 -19 27 28 -27 -24
right_child=1 -3 -4 5 -6 6 8 -9 9 -11 -12 -13 -14 -15 15 -17 -18 19 -20 -21 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00029548639916659645 -0.0001420336664127915 0.00049133791835629379 -0.0010686684460233665 -0.00034930099724218822 0.0010316084227746441 -0.0003264625565082367 -0.00041498666204764354 0.00096569491503760224 2.4967703828940906e-05 0.0003888292280449109 0.00040752540066519443 -0.00045496479698075827 0.00033882581298642504 -0.00032627118127753161 -9.1680785586100284e-05 0.00071356698004819928 -0.00040095613146183534 -0.00067101171589456499 0.00078324447677005085 0.00041737231866656135 0.00031284699006290696 -0.00096353490964975216 0.00040940818316475663 0.0020347781272721478 -0.0016931934401509354 7.9840475238740391e-05 -0.00048130241819940834 -0.0005441631868631124 0.00093441197061024247 -8.8863443701756583e-06
leaf_weight=24 23 24 20 39 21 28 30 25 33 22 22 22 26 35 45 35 27 24 20 28 27 25 27 20 20 51 23 22 21 2312
leaf_count=24 23 24 20 39 21 28 30 25 33 22 22 22 26 35 45 35 27 24 20 28 27 25 27 20 20 51 23 22 21 2312
internal_value=0 -0.000191762 -0.000573027 4.20696e-06 0.000323825 -5.72964e-07 4.00629e-06 0.000283046 -1.06367e-06 3.23757e-06 2.76658e-07 -2.87476e-06 6.50937e-07 -2.49488e-06 1.61098e-06 0.000260615 -6.12048e-06 -2.10218e-06 0.00031111 -8.48689e-06 -1.3123e-05 -0.000300798 -7.18684e-06 0.000156797 -1.83786e-05 -0.000109584 5.58094e-06 0.000124712 0.00032909 -4.05781e-06
internal_weight=0 67 43 3054 45 3009 2970 53 2917 2887 2865 2843 2821 2795 2760 80 2680 2653 53 2600 2572 52 2520 161 2359 141 117 94 72 2339
internal_count=3121 67 43 3054 45 3009 2970 53 2917 2887 2865 2843 2821 2795 2760 80 2680 2653 53 2600 2572 52 2520 161 2359 141 117 94 72 2339
is_linear=0
shrinkage=0.1


Tree=1924
num_leaves=31
num_cat=0
split_feature=132 394 15 15 0 13 12 12 43 399 403 16 1208 403 403 1209 133 1210 43 12 4 52 43 0 403 1212 43 1212 1212 52
split_gain=0.000259264 0.000889998 0.00083781 0.000703167 0.000392618 0.000573177 0.000531309 0.00042084 0.000592585 0.000539716 0.000299867 0.00208488 0.000992965 0.00241655 0.00155742 0.000439896 0.00108009 0.000340308 0.000285374 0.00214989 0.00472993 0.00620078 0.00119565 0.00293301 0.00222408 0.00144867 0.00124141 0.000847172 0.00319395 0.000669903
threshold=-0.083174999999999985 0.013605000000000001 0.091475000000000015 0.088060000000000013 -0.073309999999999986 0.056795000000000005 0.091325000000000003 0.087145000000000014 -0.0082299999999999995 0.086815000000000017 -0.54448499999999989 -0.074319999999999983 0.10233500000000001 -0.52641999999999989 -0.52800499999999995 -0.067109999999999989 -0.054584999999999995 -0.15347999999999998 0.0034250000000000005 0.087765000000000024 -0.077679999999999985 0.084735000000000019 0.055925000000000009 -0.072269999999999987 -0.072624999999999981 0.12799000000000002 0.097930000000000017 -0.014129999999999998 -0.089544999999999986 0.091820000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 4 -3 5 6 7 9 -9 -1 11 -2 14 -14 -12 16 -16 -17 27 20 21 -20 23 -21 -24 26 -26 28 -19 -28
right_child=1 3 -4 -5 -6 -7 -8 8 -10 -11 12 -13 13 -15 15 17 -18 18 19 22 -22 -23 24 -25 25 -27 29 -29 -30 -31
leaf_value=0.00020141847675073554 -0.00072818933246405029 6.6429866655241872e-05 -0.00059561099080989756 0.00089493775623850536 -0.00038086712798017459 0.0005185441413362112 -0.0004232016778932403 0.00052023897076265496 -7.9045938654224198e-05 -0.00046582952307761406 -0.00072984515332038809 0.0003811599901382579 0.0012441157352267988 -0.00029179357218936272 -0.00019356075813098311 0.00037585499424797796 0.00068041581069983004 -3.6236198045246838e-05 7.3849884502124054e-05 0.00029095843068892963 1.8829584977416726e-06 -0.002288501350209117 0.0011845934786833823 -0.0012396645021258987 0.00070814868392787779 -0.00066336460930125967 0.00019134865469373993 -1.5937249695548849e-06 0.0013005840941559656 -0.00035527903286962218
leaf_weight=22 36 21 30 20 27 21 29 33 33 27 29 32 21 20 26 24 31 70 20 31 97 25 21 21 37 22 81 2159 24 31
leaf_count=22 36 21 30 20 27 21 29 33 33 27 29 32 21 20 26 24 31 70 20 31 97 25 21 21 37 22 81 2159 24 31
internal_value=0 7.97585e-06 -0.000104153 0.00047058 -2.73628e-05 3.04834e-05 -4.06921e-05 5.57668e-05 0.000220597 -0.000166249 1.33947e-06 -0.000206143 6.39638e-06 0.000494892 -8.89285e-07 6.88267e-06 0.00028176 9.99081e-07 -2.40999e-06 -8.18565e-05 -0.000391218 -0.00123857 9.81815e-05 -0.000327178 0.000213383 9.41115e-05 0.000205954 1.12013e-05 0.00030508 4.00499e-05
internal_weight=0 2899 222 41 192 165 144 115 66 49 2858 68 2790 41 2749 2720 57 2663 2639 386 142 45 244 52 192 171 149 2253 94 112
internal_count=3121 2899 222 41 192 165 144 115 66 49 2858 68 2790 41 2749 2720 57 2663 2639 386 142 45 244 52 192 171 149 2253 94 112
is_linear=0
shrinkage=0.1


Tree=1925
num_leaves=31
num_cat=0
split_feature=1208 16 402 1209 0 401 1210 1209 403 42 403 399 1204 1203 0 0 394 481 481 481 483 1446 4 3 13 160 13 50 1 2
split_gain=0.000247994 0.00136367 0.000968453 0.000407761 0.00166119 0.00038779 0.00037747 0.000315112 0.000325439 0.00183848 0.000645722 0.000419274 0.000334528 0.000402773 0.000299467 0.0030929 0.00171301 0.00133777 0.0011832 0.00120933 0.0009076 0.0008556 0.000944076 0.00183725 0.000868581 0.000839935 0.00122723 0.00192223 0.00174624 0.00116412
threshold=0.098655000000000007 -0.072359999999999994 -0.12951499999999996 -0.087714999999999987 -0.082724999999999979 0.13699500000000003 0.0028200000000000005 -0.076689999999999994 -0.51931999999999989 0.085730000000000015 -0.43370499999999995 -0.087854999999999989 0.057120000000000011 -1.0000000180025095e-35 -0.082394999999999982 -0.082619999999999985 0.0047000000000000011 -0.15447499999999997 -0.15265499999999996 -0.095944999999999989 -0.47181499999999993 0.037915000000000011 -0.078629999999999992 -0.078084999999999988 -0.077799999999999994 -1.0000000180025095e-35 -0.082574999999999982 0.091320000000000012 0.080000000000000016 0.088745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 7 -5 9 -9 -10 -12 13 -13 15 18 17 -16 -15 -20 -19 24 -23 -24 25 29 27 -27 -28 -22
right_child=1 -3 -4 5 -6 -7 -8 8 10 -11 11 12 -14 14 16 -17 -18 20 19 -21 21 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00026536908893225094 -8.4815986970763492e-05 0.00041355906432727352 -0.001036284781730501 -0.00031820233646524896 0.00095250051817856733 -0.00043916282855207102 0.00034425191261107103 -0.00047219313703299989 -0.00048891290180445477 0.00073963439396222035 0.00041863925289362672 0.00040160620692768136 -0.0003809202810731696 -0.00062568811380544738 0.00082991525167017241 -0.0012089789013605863 0.00090863212972180918 0.00067370329081313692 0.00077091253944672645 -1.2155168529557256e-05 0.00041119703342576094 7.6680363532719448e-05 -0.0011967829992063344 -7.0922011942726662e-06 -2.9551645145396624e-05 0.00037562905384013248 8.096597506664694e-05 -0.00047541407054975735 0.0013586033095160256 -0.00038519606832414867
leaf_weight=24 23 24 20 31 21 20 32 21 27 31 24 25 23 31 20 22 22 20 20 1418 29 38 25 27 873 101 20 36 23 50
leaf_count=24 23 24 20 31 21 20 32 21 27 31 24 25 23 31 20 22 22 20 20 1418 29 38 25 27 873 101 20 36 23 50
internal_value=0 -0.000190314 -0.00052736 4.1752e-06 0.00030297 -2.93322e-07 2.64324e-06 -1.05357e-06 2.30651e-06 0.000250243 -2.17945e-06 2.43656e-06 -1.10182e-06 2.01812e-06 -1.58178e-06 -3.20668e-05 3.38179e-05 1.85676e-05 -1.44412e-05 -1.2641e-06 5.50242e-06 -5.43377e-06 -0.000302191 -0.000579059 1.816e-05 0.00017898 0.000298282 0.000151997 0.000764353 -9.28492e-05
internal_weight=0 67 43 3054 45 3009 2989 2957 2926 52 2874 2847 2823 2800 2775 1491 1284 1262 1469 1438 1242 1222 90 52 1132 259 180 137 43 79
internal_count=3121 67 43 3054 45 3009 2989 2957 2926 52 2874 2847 2823 2800 2775 1491 1284 1262 1469 1438 1242 1222 90 52 1132 259 180 137 43 79
is_linear=0
shrinkage=0.1


Tree=1926
num_leaves=31
num_cat=0
split_feature=479 479 46 44 43 0 0 52 13 42 0 13 3 12 3 12 15 33 132 394 1185 43 403 4 43 1211 3 43 401 402
split_gain=0.00023318 0.000309533 0.000229718 0.000269874 0.000300177 0.00212951 0.000867663 0.000720998 0.00167663 0.00118885 0.001552 0.000941189 0.000933625 0.00137437 0.000881904 0.000671106 0.000651353 0.0006269 0.000500389 0.00459278 0.00445335 0.000529759 0.00168959 0.00307138 0.00145461 0.000740122 0.00153348 0.000603749 0.000468355 0.00165096
threshold=0.10769500000000001 0.088785000000000017 0.096120000000000011 0.082070000000000018 0.084740000000000024 -0.13843999999999998 -0.10151999999999999 0.10347000000000002 0.056795000000000005 -0.074124999999999983 -0.09515499999999999 -0.026374999999999999 -0.076234999999999983 0.090165000000000009 -0.061964999999999992 0.087005000000000013 -0.028889999999999996 0.085305000000000006 -0.083284999999999984 0.0057250000000000009 -0.087384999999999977 0.055925000000000009 0.0033700000000000002 -0.077679999999999985 0.05259500000000001 0.087635000000000005 -0.082974999999999979 0.016310000000000002 0.11769000000000002 0.22872000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 17 -6 15 8 9 -8 -11 -9 13 -12 -14 -7 -16 18 19 -1 -20 24 23 -23 25 27 -27 28 29 -22
right_child=-2 -3 -4 -5 5 6 7 11 -10 10 12 -13 14 -15 16 -17 -18 -19 20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-6.8266445350673169e-05 -0.00023690942691201799 0.00030321063797386806 0.00025828074003049337 -0.00036034662447318193 -0.00099808186932932581 3.6352901467277358e-05 0.00043699562006319559 -8.362796545364237e-05 0.00070916568230521611 -0.0010716381645761431 0.00012591942304425175 -0.00092305249523964123 0.0006933552912960295 -0.00093528616696578236 -0.00052345915115438403 0.00075432746047938612 0.00028360542899463331 -0.00041629576791071007 -0.0014797563164029271 0.0015975072385481328 1.5255610279550731e-05 -0.00019224004667753785 -0.00031691175827290867 0.0013045545667911688 -0.00083961533615365628 -0.00017395301234770429 0.00086485131336909655 -0.0003926626447512693 0.0002812520577037958 -0.0008756010022590914
leaf_weight=96 41 34 34 21 24 30 30 34 28 20 23 22 20 26 20 23 20 34 20 20 2215 26 32 29 20 27 30 37 64 21
leaf_count=96 41 34 34 21 24 30 30 34 28 20 23 22 20 26 20 23 20 34 20 20 2215 26 32 29 20 27 30 37 64 21
internal_value=0 3.15366e-06 -1.95628e-07 -3.11336e-06 -6.05199e-07 -9.21308e-05 -1.86754e-05 -9.86338e-05 -4.37175e-06 -0.000130026 -0.000261892 -0.000413402 -0.000113314 -0.000437169 0.000151167 0.000347927 -0.000119927 1.03601e-05 1.58611e-05 0.000218936 6.51694e-06 1.84024e-05 0.000260835 0.000596979 9.66515e-06 1.67602e-05 0.000372786 8.07667e-06 1.45233e-05 6.88889e-06
internal_weight=0 3080 3046 3012 2991 320 296 243 187 159 129 56 109 49 60 53 40 2671 2637 116 2521 2501 87 55 2414 2394 57 2337 2300 2236
internal_count=3121 3080 3046 3012 2991 320 296 243 187 159 129 56 109 49 60 53 40 2671 2637 116 2521 2501 87 55 2414 2394 57 2337 2300 2236
is_linear=0
shrinkage=0.1


Tree=1927
num_leaves=31
num_cat=0
split_feature=132 1185 15 52 47 132 2 15 42 131 12 1208 1208 1208 1209 1212 129 1209 129 12 12 133 49 129 52 124 51 51 43 484
split_gain=0.00022452 0.000902482 0.000747102 0.000331336 0.0004567 0.000413346 0.000604997 0.00047236 0.000625433 0.000290043 0.00064726 0.000338462 0.000732249 0.00107055 0.000411071 0.000541452 0.000372872 0.00135018 0.000908871 0.000742758 0.00132981 0.00101266 0.000809248 0.000680916 0.000617875 0.000491656 0.000419498 0.00160576 0.00429336 0.00101184
threshold=-0.083174999999999985 -0.083264999999999992 0.091295000000000015 0.092320000000000013 0.085770000000000027 -0.41094499999999995 0.10381000000000001 0.084905000000000022 -0.015274999999999999 0.11925000000000001 0.095330000000000012 0.11332500000000002 0.10233500000000001 0.086590000000000014 -0.087714999999999987 -0.088009999999999991 0.083780000000000007 -0.074484999999999982 0.086435000000000012 0.092995000000000008 0.090545000000000014 -0.082724999999999979 0.08734500000000002 0.099425000000000013 0.086275000000000004 0.10545000000000002 0.088210000000000011 0.078435000000000019 -1.0000000180025095e-35 -0.070054999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -7 11 -11 12 13 14 15 -3 17 -16 -18 20 21 -20 24 -21 -23 26 27 -19 -29 -28
right_child=1 9 -4 -5 -6 6 -8 -9 -10 10 -12 -13 -14 -15 16 -17 18 25 19 23 -22 22 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.00038000674815165164 0.00066059926494268617 -4.840363428229466e-05 -0.00054393117134168281 0.00030282825275746832 -0.00048835693198033493 0.00044011228396934835 -0.00056991606349280732 -0.00034133507928905043 -0.00015868723390722705 0.00048363245931748108 -0.0001217358661630318 -0.00036151922876552609 0.00050083125202820221 -0.00069908668159438425 -0.00065045922019635327 0.00068743027979508049 0.00063014818864758125 -5.4931096256350897e-06 -0.00050263894518138847 0.00074902069606347756 -0.00081719374841971641 -0.00013085623653876549 0.00072319081624631183 7.2035755968103435e-05 0.00050219698667725813 -0.00042306025238108961 -0.00029282875660679899 0.00030414192830600467 -0.0016537543247631264 0.00017499761879474231
leaf_weight=23 21 20 32 27 23 37 21 26 33 38 33 26 29 22 33 20 30 1997 27 24 21 58 22 39 21 28 55 24 21 290
leaf_count=23 21 20 32 27 23 37 21 26 33 38 33 26 29 22 33 20 30 1997 27 24 21 58 22 39 21 28 55 24 21 290
internal_value=0 7.4222e-06 -9.69233e-05 -2.16377e-05 -7.53836e-05 -7.53799e-06 -8.3722e-05 2.2633e-05 0.000157821 2.65614e-06 0.000202264 -2.39272e-06 9.64809e-07 -4.30268e-06 1.29631e-06 0.000319513 -3.43554e-06 -1.51415e-05 0.000114978 4.20766e-05 -7.96352e-05 4.13705e-05 0.000186799 0.000329935 3.74237e-05 -6.4601e-06 -1.57329e-06 -1.88047e-05 -0.000609543 0.000100417
internal_weight=0 2899 222 190 163 140 117 96 70 2878 71 2807 2781 2752 2730 40 2690 2448 242 212 149 128 101 63 79 2415 2387 2042 45 345
internal_count=3121 2899 222 190 163 140 117 96 70 2878 71 2807 2781 2752 2730 40 2690 2448 242 212 149 128 101 63 79 2415 2387 2042 45 345
is_linear=0
shrinkage=0.1


Tree=1928
num_leaves=31
num_cat=0
split_feature=1208 16 403 3 1210 403 403 1200 1213 0 1212 1212 1211 1204 132 42 128 133 1186 133 3 43 43 43 43 133 42 10 52 42
split_gain=0.00021419 0.00113486 0.000383643 0.00237491 0.000797493 0.000349571 0.000265429 0.000402178 0.000374393 0.000922407 0.000509909 0.00041098 0.000316114 0.000353941 0.000365708 0.00117167 0.000834549 0.00048546 0.000378209 0.000379642 0.000748136 0.00038637 0.000347939 0.00192989 0.000622086 0.000540678 0.000862467 0.000500846 0.00136858 0.00136344
threshold=0.10383000000000002 -0.072359999999999994 -0.53960999999999981 -0.085709999999999995 -0.40154499999999999 -0.51385999999999987 -0.43370499999999995 0.091775000000000009 0.22676500000000002 -0.081459999999999991 0.13631000000000001 0.11006000000000002 0.10406000000000001 0.058775000000000008 -0.41127499999999995 -0.054814999999999996 0.11738000000000001 -0.54084999999999994 -0.091099999999999987 -0.40071499999999999 -0.080409999999999995 0.24789500000000006 0.070450000000000013 0.08845500000000002 0.05259500000000001 0.09635500000000001 0.090690000000000007 -0.086389999999999981 -0.075329999999999994 0.094525000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -6 -7 8 10 -10 11 12 13 14 15 -8 17 -16 -19 20 -20 22 24 -24 27 26 -25 28 -21 -30
right_child=1 -3 4 -5 5 6 7 -9 9 -11 -12 -13 -14 -15 16 -17 -18 18 19 21 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.00050328372938868897 -0.00054895735179473254 0.00035529073135441417 -0.00063067094422876837 0.00079596654960529558 0.00032172126555130541 -0.0002918402015629615 -0.00022497169529309588 0.00041883418022695444 -0.00019508266177976823 0.00066670545795070087 -0.0004746930289041737 0.00034890355980292734 -0.0003465872557609584 -0.00042190564410702789 0.00043198137976175466 0.00084450123918941252 -0.00050399879405493701 0.00031966857972697151 0.00016780497539912176 0.00030890770323350336 -0.0005614161056548576 0.00042623226943847145 -0.0009948992929623827 0.00010888997014011819 0.00039524839030491421 0.00043254217162029822 -0.00058423272634032541 5.8508772099429662e-06 -0.0011585908650886267 -7.9183284193277368e-05
leaf_weight=24 35 23 20 34 34 31 21 23 23 27 23 33 27 20 26 20 33 36 24 27 34 21 23 58 40 24 26 2284 22 25
leaf_count=24 35 23 20 34 34 31 21 23 23 27 23 33 27 20 26 20 33 36 24 27 34 21 23 58 40 24 26 2284 22 25
internal_value=0 -0.000190376 3.6049e-06 0.000258346 -1.3119e-06 2.90492e-06 -7.68333e-07 2.32181e-06 -9.84981e-07 0.000270283 -5.74908e-06 -1.92978e-06 -6.07793e-06 -2.75169e-06 3.03373e-07 0.000296722 -4.19281e-06 1.98457e-06 -2.24384e-06 -6.68742e-06 -0.000259669 -9.33318e-07 -4.48036e-06 -0.000163176 4.18902e-06 1.39498e-05 -0.000105648 -2.44473e-06 -0.000258487 -0.000584438
internal_weight=0 58 3063 58 3005 2985 2951 2920 2897 50 2847 2824 2791 2764 2744 41 2703 2670 2644 2608 58 2550 2529 131 2398 108 84 2358 74 47
internal_count=3121 58 3063 58 3005 2985 2951 2920 2897 50 2847 2824 2791 2764 2744 41 2703 2670 2644 2608 58 2550 2529 131 2398 108 84 2358 74 47
is_linear=0
shrinkage=0.1


Tree=1929
num_leaves=31
num_cat=0
split_feature=34 43 9 1 40 9 2 120 40 10 4 14 43 160 45 150 16 1371 1 0 2 4 0 2 4 3 4 1 2 150
split_gain=0.000236291 0.00109717 0.000576971 0.00118228 0.000564875 0.000666225 0.000439199 0.000336909 0.000568995 0.00031307 0.00268432 0.000349534 0.000921869 0.000999118 0.000763438 0.000341283 0.00105225 0.000478211 0.000417069 0.000686597 0.000352835 0.000747019 0.000949224 0.000453827 0.00053123 0.000512044 0.00100185 0.00274035 0.000662479 0.00105817
threshold=-0.057544999999999992 -1.0000000180025095e-35 0.091905000000000014 0.13332000000000002 -0.07632499999999999 -0.08619499999999998 -0.080614999999999978 0.093680000000000013 -0.24134999999999998 -0.0082499999999999987 0.053180000000000012 -0.31455999999999995 -0.05647499999999999 -0.061914999999999991 0.094030000000000016 0.12820000000000001 -0.014754999999999999 0.087810000000000013 0.13534000000000004 -0.050064999999999991 0.12992500000000004 0.08184000000000001 -0.043914999999999989 0.12358500000000001 0.42051500000000003 0.10732000000000001 -0.059649999999999988 0.10658000000000002 0.11928500000000002 0.11213000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 5 -1 -2 8 -8 10 -10 12 -11 -14 15 17 -17 18 20 -20 23 22 -22 24 25 28 -27 -28 29 -13
right_child=2 -3 3 -5 -6 -7 7 -9 9 11 -12 14 13 -15 -16 16 -18 -19 19 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00052716223365748124 0.00035780840397124208 0.00077540070024869321 -0.00082678566686809072 0.00015582826163154098 -0.00042792259676692387 -0.00014528780885645094 0.00051791381445668997 -0.00039354133940915667 -0.001021572060515451 -0.0003658370600896888 0.00052349854800426833 8.6317705247871523e-06 7.2272973193321382e-05 0.00094769813342116492 -0.00049956385683476727 0.00079142216778737271 -0.00016877102991566062 -0.00044950632815622768 -0.00056582005095013742 0.00012894493393832818 0.00099161289632320403 -0.00013249372729930926 8.9603909613547992e-05 -0.00038223807369509053 0.00050358555814628263 0.00020345631504564414 -0.0013965389979559751 2.5304256095772699e-06 0.00042757014397884138 -0.00059920678744172871
leaf_weight=26 34 22 25 24 24 34 21 22 23 20 22 2310 32 22 31 21 25 24 33 25 20 37 28 31 21 35 21 42 37 29
leaf_count=26 34 22 25 24 24 34 21 22 23 20 22 2310 32 22 31 21 25 24 33 25 20 37 28 31 21 35 21 42 37 29
internal_value=0 0.000146746 -5.15923e-06 -0.000345505 -1.79013e-05 0.000146107 4.63481e-07 -3.68036e-06 -7.32953e-07 -4.50297e-06 -0.000266204 -3.62128e-07 0.000214126 0.000428928 -6.09215e-06 -5.07034e-07 0.000269578 -5.12044e-06 -1.12447e-06 -0.000266352 4.76723e-06 0.000205164 0.000465441 -1.97611e-06 2.74858e-06 -1.50266e-06 -0.000225511 -0.000463826 7.73674e-06 1.09551e-06
internal_weight=0 106 3015 49 84 60 2966 2932 2910 2889 45 2844 74 54 2770 2739 46 2693 2669 58 2611 85 48 2526 2495 2474 98 63 2376 2339
internal_count=3121 106 3015 49 84 60 2966 2932 2910 2889 45 2844 74 54 2770 2739 46 2693 2669 58 2611 85 48 2526 2495 2474 98 63 2376 2339
is_linear=0
shrinkage=0.1


Tree=1930
num_leaves=31
num_cat=0
split_feature=12 12 133 156 12 403 159 15 1209 12 43 133 157 1455 157 156 12 1419 156 482 10 16 12 43 2 43 2 3 2 49
split_gain=0.000225249 0.0022528 0.00394013 0.00124005 0.00119374 0.00207948 0.00181811 0.00148438 0.00136133 0.0017156 0.00194361 0.00180778 0.00134998 0.00100687 0.00134982 0.0011944 0.000998193 0.000912152 0.000993861 0.000847595 0.00103247 0.000829199 0.00172374 0.0014997 0.00186918 0.0026194 0.010305 0.00323803 0.001374 0.00131915
threshold=0.090165000000000009 0.089570000000000025 1.0000000180025095e-35 -0.091389999999999985 0.09141500000000001 -0.074254999999999988 -1.0000000180025095e-35 0.090615000000000015 -0.076689999999999994 0.092200000000000018 -0.083879999999999996 -0.0054649999999999985 -0.37756999999999991 -0.079434999999999992 -0.06482499999999998 -0.064074999999999979 0.089795000000000014 0.087610000000000007 -0.087794999999999998 0.090355000000000005 -0.15282499999999996 -0.066924999999999985 0.092995000000000008 -0.079734999999999986 0.10060500000000001 0.055925000000000009 0.094215000000000007 -0.074084999999999998 0.10731 0.09567500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 16 -2 5 -5 -7 -8 -6 10 -10 -12 -11 -14 -15 -16 -3 18 -1 20 -17 29 -23 -24 25 26 -25 -27 -26 -22
right_child=3 2 -4 4 8 6 7 -9 9 12 11 -13 13 14 15 19 -18 -19 -20 -21 21 22 23 24 28 27 -28 -29 -30 -31
leaf_value=-0.00051982821731488349 0.00074558125576004394 0.00055131607356167448 0.0017667387409164804 0.00038062415190105297 -0.00068954001195881327 0.00018860038412226875 -0.0005445389188470371 -0.0015799379721283915 -0.00025022687779990241 -0.00069258282640172794 0.00019594300235621631 0.0013760545847213103 -0.00064933889273864533 0.00057458674030385736 -0.00078362646163441249 -0.00071410527535980314 -0.00038034576370947715 0.00065605039209393526 3.6339049068809128e-06 0.00049499820081771095 0.00017982570565488922 -0.00084618749598779812 0.00032220238063018769 -0.00014654884071205743 0.00070654966777259818 -0.00054780669764753563 -0.0027470590255688878 0.0011309686454478653 -6.5063651698083611e-05 -0.00039368703064215173
leaf_weight=37 20 23 20 29 29 22 45 20 26 30 25 27 24 40 20 21 23 21 1840 33 313 29 85 64 29 27 20 20 113 46
leaf_count=37 20 23 20 29 29 22 45 20 26 30 25 27 24 40 20 21 23 21 1840 33 313 29 85 64 29 27 20 20 113 46
internal_value=0 2.06196e-05 0.000594956 -3.50016e-05 -4.87322e-05 -0.000352722 -0.00059717 -0.000863123 -1.41947e-05 5.54823e-06 0.00045572 0.000808693 -3.2869e-05 -1.04806e-05 7.34804e-06 -2.03221e-05 8.54852e-05 6.47945e-07 -6.68474e-06 -1.23954e-06 -2.25901e-05 -3.12381e-06 -0.000104667 -4.45999e-05 -0.000158806 -0.000431234 -0.000765718 0.000166566 9.25194e-05 0.000106339
internal_weight=0 1964 66 1157 1137 116 87 65 1021 992 78 52 914 884 860 820 46 1898 1877 800 767 746 387 358 273 131 84 47 142 359
internal_count=3121 1964 66 1157 1137 116 87 65 1021 992 78 52 914 884 860 820 46 1898 1877 800 767 746 387 358 273 131 84 47 142 359
is_linear=0
shrinkage=0.1


Tree=1931
num_leaves=31
num_cat=0
split_feature=132 1203 1203 393 50 13 13 1203 16 3 132 1213 130 42 2 1212 401 15 133 403 3 43 403 403 48 48 51 48 0 42
split_gain=0.000229552 0.000509046 0.00089107 0.000496517 0.000338539 0.000392139 0.00129037 0.000477636 0.00046123 0.000415348 0.000312276 0.000276252 0.00108371 0.00275811 0.00310899 0.00043656 0.0005952 0.00182328 0.0011151 0.000395888 0.00239747 0.00248263 0.00153909 0.000538971 0.000310738 0.000876858 0.00159194 0.00133662 0.000672626 0.000625836
threshold=-0.083449999999999983 0.089480000000000018 0.10250500000000001 0.10389500000000002 0.09227500000000001 0.0036400000000000004 0.056795000000000005 0.084795000000000023 -0.069894999999999985 -0.084854999999999986 -0.030684999999999994 0.093235000000000026 0.092225000000000015 0.089905000000000013 0.086000000000000007 0.11796000000000001 -0.06959499999999999 0.095175000000000023 0.51114000000000004 -0.53101999999999994 -0.081164999999999987 -0.040344999999999992 -0.44023999999999991 -0.23730999999999999 0.083685000000000009 0.089025000000000007 0.088210000000000011 0.091085000000000013 -0.24955499999999997 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 -3 4 5 7 -7 8 9 -1 -2 15 13 -13 -15 16 17 -12 19 20 21 -18 -21 -24 28 26 -26 -27 -25 -30
right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 11 12 -14 14 -16 -17 18 -19 -20 22 -22 -23 23 24 25 27 -28 -29 29 -31
leaf_value=4.1455389184289073e-05 -0.00035045110282953834 0.00082095224587690272 5.3857786681603741e-06 -0.00050059168500377353 -0.00036998352249308178 -0.00083708051301073288 0.00024057134438771753 0.00043133178978953794 0.00036394374328665437 -0.00049695738960745873 -0.00025947014091070745 -0.00063017715042522652 0.00082538064965774537 0.0013576439516011464 -0.00015690244664173488 -0.0003579831935199122 0.0009042807670775802 0.00094826522655785082 -0.00069713098017255902 0.00078982432745397101 -0.00094030387739747257 -0.00051961479548481295 -0.0003775453390050176 0.00045057559074203096 0.00013492815940783961 -0.00055134979178173807 0.0010611987911508314 6.4559094522113284e-05 -7.8139241544239327e-05 3.65213043954591e-05
leaf_weight=38 25 21 37 27 27 20 25 33 23 23 25 39 20 23 33 34 25 25 23 25 29 24 37 31 96 39 23 365 923 983
leaf_count=38 25 21 37 27 27 20 25 33 23 23 25 39 20 23 33 34 25 25 23 25 29 24 37 31 96 39 23 365 923 983
internal_value=0 7.39515e-06 0.000300677 -9.9458e-05 -4.21531e-05 1.24853e-05 -0.000238385 0.000108974 -1.76668e-05 -0.000161553 1.42032e-06 4.53753e-06 0.000156337 1.54855e-05 0.000465143 -1.91127e-06 2.61789e-06 0.000344398 -3.89716e-06 2.23529e-06 -0.000219648 0.000206863 9.09766e-06 1.28101e-06 6.97881e-06 7.53769e-05 0.000313955 5.10254e-06 -1.1489e-05 -1.90042e-05
internal_weight=0 2905 58 216 189 162 45 117 84 61 2847 2822 115 95 56 2707 2673 50 2623 2600 78 49 2522 2497 2460 523 119 404 1937 1906
internal_count=3121 2905 58 216 189 162 45 117 84 61 2847 2822 115 95 56 2707 2673 50 2623 2600 78 49 2522 2497 2460 523 119 404 1937 1906
is_linear=0
shrinkage=0.1


Tree=1932
num_leaves=31
num_cat=0
split_feature=481 1447 2 16 481 481 1452 1455 1455 1456 475 157 475 133 151 11 474 4 2 0 2 49 43 130 130 400 1208 403 1209 1456
split_gain=0.000226633 0.00197092 0.00340385 0.00116733 0.000568165 0.000539138 0.00028078 0.000463269 0.000467798 0.000513546 0.000442825 0.00396347 0.00143552 0.00301084 0.00114085 0.000581372 0.000899478 0.000919416 0.000325527 0.00263474 0.00127276 0.000959316 0.00161835 0.000892333 0.00161067 0.00122634 0.000963342 0.00286784 0.00112814 0.000951344
threshold=-0.086484999999999992 -0.085684999999999997 0.085485000000000019 -0.032969999999999992 -0.084329999999999988 -0.081334999999999977 -0.069739999999999983 -0.22060499999999997 -0.088874999999999982 0.12676500000000004 -0.085774999999999976 -0.086244999999999988 -0.084144999999999984 0.085760000000000017 -0.081779999999999978 0.087575000000000014 -0.10160499999999999 -0.043364999999999994 0.08647500000000001 -0.15931499999999996 0.086825000000000013 0.079765000000000016 -0.071629999999999985 0.091705000000000023 0.087445000000000009 -0.090569999999999998 0.10233500000000001 -0.5341999999999999 -0.080224999999999977 -0.083354999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6 -7 -8 -9 10 11 -10 13 -12 -13 16 -16 -18 19 -14 -20 23 -23 24 25 -21 27 -27 -29 -30
right_child=4 2 3 -5 5 6 7 8 9 -11 12 14 18 -15 15 -17 17 -19 20 21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.00076476701077938614 -0.00039476238322291667 -0.00089712494997965073 0.00094675426186189399 -4.2983404665182417e-05 0.00041438571117337672 -0.00032583431651194892 0.00037652744431397882 -0.00039888987919160481 -0.001475346572115086 -0.00048320766787087041 -0.00037618163345462606 0.00069479983130391206 0.001125766221031716 0.0011052367106244407 0.00051881587604293605 -0.00058260220917873086 -0.00072647221940791331 0.00010612036969380119 -0.00073671410826500511 0.00064075249026465273 -1.7400734234746654e-05 0.00084871161296697605 -0.00019283861127825311 0.00062581074360588745 -0.00090632816572906456 -0.0011910325564843203 0.00061919484489961815 0.00054779599254418704 0.00063280803851306535 -4.889747911743014e-05
leaf_weight=35 37 34 22 26 31 27 32 30 20 22 23 22 22 34 25 20 21 36 25 29 1532 35 26 22 20 21 23 35 21 813
leaf_count=35 37 34 22 26 31 27 32 30 20 22 23 22 22 34 25 20 21 36 25 29 1532 35 26 22 20 21 23 35 21 813
internal_value=0 0.000136544 -0.0001316 0.000410646 -5.31811e-06 -4.61543e-07 -4.84174e-06 -1.86244e-06 -6.07115e-06 -1.93186e-06 1.81613e-06 -0.000169018 1.09918e-05 0.000507471 4.16804e-05 -9.91885e-05 1.87172e-05 -0.000200624 2.07032e-07 4.27545e-05 -2.89504e-05 1.99542e-05 0.000404772 -3.90135e-06 -1.83023e-05 5.51803e-07 -1.97832e-05 -3.62961e-05 -8.39105e-06 -3.17322e-05
internal_weight=0 117 82 48 3004 2967 2936 2909 2877 2847 2825 144 2681 57 124 102 82 57 2624 1067 1557 1045 61 984 962 942 913 890 869 834
internal_count=3121 117 82 48 3004 2967 2936 2909 2877 2847 2825 144 2681 57 124 102 82 57 2624 1067 1557 1045 61 984 962 942 913 890 869 834
is_linear=0
shrinkage=0.1


Tree=1933
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 403 42 1210 402 402 401 1205 48 402 1213 48 160 48 160 42 16 2 159 150 0 160 52 52 48 13 48 49
split_gain=0.000235237 0.000533266 0.00101784 0.000421198 0.00178863 0.00121109 0.000587077 0.000311112 0.000332167 0.00051408 0.000293057 0.000861437 0.000759549 0.00071779 0.00117465 0.0010867 0.000733995 0.00101576 0.000987529 0.00080473 0.000589454 0.000628315 0.000559341 0.000531854 0.000448178 0.00072334 0.00069924 0.000553908 0.00148739 0.00139803
threshold=0.12461500000000002 0.10837500000000001 0.098655000000000007 -0.5335399999999999 0.086325000000000013 -0.052634999999999994 0.31115000000000004 0.13597000000000001 0.12053500000000002 1.0000000180025095e-35 0.083685000000000009 0.089940000000000006 0.0065300000000000002 0.08955500000000001 0.088405000000000011 0.091085000000000013 0.086075000000000013 0.087405000000000024 -0.0083599999999999976 0.087505000000000013 0.10333000000000002 0.099590000000000026 -0.24955499999999997 0.092865000000000017 0.14295500000000003 0.061605000000000007 0.11077000000000002 -0.0095349999999999983 0.11280000000000003 -0.0020949999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 9 10 22 12 13 14 16 -15 17 18 19 -12 21 23 -5 24 25 27 -26 -17 29 -29
right_child=-2 -3 -4 6 5 -7 -8 -9 -10 -11 11 -13 -14 15 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.001039156314218417 -0.00034185520755272594 0.00048192897545801402 -0.00065006677317190533 0.00040357044819111547 0.00044257144210860136 -0.0006447428496834445 -0.00054156241705641153 0.00028263006608586949 -0.00039796721289998718 0.00050642354806768714 -0.00020914638273255984 0.00070587658847216523 -0.00047949238211947016 -0.00053230975771189802 0.0009567349156852635 -0.00011602824173451154 -0.00040769017359707508 -0.00035371990055864448 0.0010448015894507991 0.00065817567054182301 0.00051934972964227195 -0.00039179408143836023 -2.4084754291638026e-05 0.00051310182987738997 -0.0005797774934243145 0.00056693145457689686 0.00018357051469917811 3.4138194772552833e-05 -0.00027366091537834637 0.001051772052327309
leaf_weight=20 20 23 24 31 20 21 20 39 21 20 23 20 27 35 21 128 20 20 20 20 25 34 2277 24 28 27 21 27 38 27
leaf_count=20 20 23 24 31 20 21 20 39 21 20 23 20 27 35 21 128 20 20 20 20 25 34 2277 24 28 27 21 27 38 27
internal_value=0 2.20481e-06 -1.37988e-06 3.71786e-06 0.000263852 -0.000114346 -1.5839e-06 2.04865e-06 -1.68096e-06 1.17589e-06 -2.31701e-06 6.09012e-05 3.80702e-05 6.40445e-05 0.0002751 8.29841e-07 0.000136126 0.000267166 0.000464273 0.000194259 5.00644e-05 1.69227e-05 -1.83407e-05 6.03489e-05 2.36392e-05 7.84453e-05 -0.000252628 1.84948e-05 0.000205657 0.000542955
internal_weight=0 3101 3078 3054 61 41 2993 2973 2934 2913 2893 585 565 538 124 414 103 83 63 43 379 354 2308 320 296 247 49 220 92 54
internal_count=3121 3101 3078 3054 61 41 2993 2973 2934 2913 2893 585 565 538 124 414 103 83 63 43 379 354 2308 320 296 247 49 220 92 54
is_linear=0
shrinkage=0.1


Tree=1934
num_leaves=31
num_cat=0
split_feature=123 376 34 43 9 15 40 9 120 40 2 11 11 1429 16 11 50 14 13 16 15 133 0 0 3 11 3 4 51 4
split_gain=0.000222779 0.000315537 0.000229111 0.000910384 0.000481282 0.000964504 0.00039456 0.000520401 0.000359874 0.000564796 0.000358573 0.000296442 0.000495525 0.000543236 0.000670523 0.000637248 0.000552738 0.000482561 0.00101995 0.00147094 0.000610599 0.000636663 0.00107806 0.000473194 0.000449402 0.000441483 0.000470366 0.000664126 0.00100325 0.00107535
threshold=0.13162000000000004 0.11283000000000001 -0.057544999999999992 -1.0000000180025095e-35 0.091905000000000014 -0.42198999999999992 -0.07632499999999999 -0.08619499999999998 0.093680000000000013 -0.24134999999999998 -0.080614999999999978 0.096435000000000007 0.092630000000000018 0.12365500000000001 0.63167000000000006 0.086595000000000019 -0.26046999999999992 -0.23960999999999996 -0.117405 -0.078844999999999985 -0.23060499999999998 0.088820000000000024 -0.18113999999999997 -0.24955499999999997 -0.045649999999999989 0.082485000000000017 -0.12018999999999998 -0.35136499999999998 0.078435000000000019 -0.111605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 8 -6 7 -1 9 -4 -11 12 13 14 15 17 -16 18 -12 -20 21 22 -19 -22 -24 26 27 -25 29 -29
right_child=-2 -3 4 -5 5 -7 -8 -9 -10 10 11 -13 -14 -15 16 -17 -18 20 19 -21 23 -23 24 25 -26 -27 -28 28 -30 -31
leaf_value=0.00046183062838211369 -0.00033267964949118328 0.00039806350214348645 0.00053211371006909756 0.00071667779438112954 0.00021078205318190158 -0.00069845793893494248 -0.00037003093113360759 -0.00013248701216070913 -0.00042311323893954981 0.00032169981637065684 0.00081382357854057447 0.00024682608953140596 -0.00049304463900625708 0.0005012335282074111 -4.4028082193108276e-05 0.00044746684209038054 -0.00078749130159849301 -0.0007044005669221017 -0.00067444219857861756 0.00040634346934144991 0.00035349025630340399 -0.00069889154937118297 -0.0002018597285496071 -0.00022765450929214506 0.00042355719671360463 -0.00045765468226322405 -1.8915101777832762e-05 0.001011521030553316 -0.00023802449758132473 0.00022986137432092098
leaf_weight=26 20 20 20 22 20 28 22 34 20 34 22 46 21 21 20 31 20 21 20 34 36 25 20 34 27 22 2316 24 29 66
leaf_count=26 20 20 20 22 20 28 22 34 20 34 22 46 21 21 20 31 20 21 20 34 36 25 20 34 27 22 2316 24 29 66
internal_value=0 2.14562e-06 -4.24438e-07 0.000145474 -5.52132e-06 -0.000319608 -7.77613e-06 0.000125051 -3.74115e-07 2.53231e-06 -1.13388e-06 -4.97849e-06 -9.10202e-06 -5.45683e-06 -9.30233e-06 -3.34036e-06 -0.00041576 -8.52397e-06 0.000239881 6.05248e-06 -1.57296e-05 -0.000267375 -0.000108729 -6.46844e-06 0.000157422 -1.16706e-05 -7.69663e-06 0.00016212 0.000273484 0.000438304
internal_weight=0 3101 3081 104 2977 48 82 60 2929 2909 2889 2855 2809 2788 2767 2727 40 2696 76 54 2620 93 68 2527 47 2491 2469 153 119 90
internal_count=3121 3101 3081 104 2977 48 82 60 2929 2909 2889 2855 2809 2788 2767 2727 40 2696 76 54 2620 93 68 2527 47 2491 2469 153 119 90
is_linear=0
shrinkage=0.1


Tree=1935
num_leaves=31
num_cat=0
split_feature=130 10 0 40 121 33 9 3 30 9 9 10 43 43 0 1210 52 13 15 3 15 52 4 2 16 16 132 1186 394 52
split_gain=0.000233235 0.000619768 0.000791845 0.00057946 0.000628696 0.000387184 0.000500054 0.00124006 0.000242927 0.000677405 0.000314193 0.000322643 0.000275953 0.00159987 0.00138021 0.000934571 0.000794024 0.00123564 0.000981377 0.001248 0.00119849 0.000899638 0.000783421 0.00122102 0.000717624 0.00083446 0.000624335 0.00508282 0.003986 0.000547542
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 -0.081149999999999986 -0.012019999999999998 0.091600000000000015 -0.011549999999999998 0.096890000000000018 -0.085744999999999988 -0.013509999999999999 -0.010699999999999999 0.060960000000000007 0.055925000000000009 -0.13843999999999998 0.13089000000000003 0.10347000000000002 0.056795000000000005 0.090750000000000011 -0.077354999999999993 -0.15914499999999995 0.089575000000000016 0.0045450000000000013 0.10188000000000001 -0.11676499999999999 -0.081299999999999983 -0.083284999999999984 1.0000000180025095e-35 0.09759000000000001 -0.012859999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 8 -8 9 -7 -11 -12 13 15 -14 26 17 18 20 -20 -16 24 23 -18 -22 -26 27 -13 -28 -27
right_child=1 3 -4 4 5 6 7 -9 -10 10 11 12 14 -15 16 -17 22 -19 19 -21 21 -23 -24 -25 25 29 28 -29 -30 -31
leaf_value=-0.00034039691332509391 -4.046450814625825e-05 -0.00052646752862658887 0.000838734927965561 0.00052148093464379406 -0.00038031886085971363 -0.00043291994339056519 -0.00010933705925708637 0.00092163669789442799 0.00031169529459778764 0.00039267665488296188 -0.00037809097936943823 -7.3127677125583393e-05 -0.00081653509309944641 0.00077539910529998864 -0.00053455040055828604 -0.00054418270301539453 -0.0010457613478647544 0.00060991951288408882 -0.00087006284510217878 2.564044685901276e-05 0.00051728817804056848 0.00077645230997839708 0.00012762112168426636 2.5333535450045021e-06 -0.00050056749865429347 -8.7111722166662584e-05 1.004616835681714e-05 0.0016841294785263018 -0.0013424564739001324 0.00051869420742150401
leaf_weight=20 21 21 20 23 27 37 28 20 24 20 23 93 24 27 26 31 25 34 28 35 30 23 24 20 28 37 2285 20 22 25
leaf_count=20 21 21 20 23 27 37 28 20 24 20 23 93 24 27 26 31 25 34 28 35 30 23 24 20 28 37 2285 20 22 25
internal_value=0 2.1954e-06 0.000388413 -2.97942e-06 6.37975e-07 -3.33397e-06 7.13794e-08 0.000320235 -5.15401e-06 -7.76093e-06 -2.29882e-06 -5.06088e-06 -2.03667e-06 9.83425e-06 -8.39758e-05 1.40086e-06 -3.14939e-05 4.69173e-05 -3.55917e-05 -0.00037245 8.99827e-05 0.000203534 -0.000333775 -0.000579853 9.37248e-05 -4.7463e-05 8.38974e-06 0.000237891 -2.85156e-06 0.000157165
internal_weight=0 3101 41 3060 3039 3016 2989 48 2941 2917 2880 2860 2837 2478 359 2451 335 266 232 63 169 143 69 45 120 90 2420 113 2307 62
internal_count=3121 3101 41 3060 3039 3016 2989 48 2941 2917 2880 2860 2837 2478 359 2451 335 266 232 63 169 143 69 45 120 90 2420 113 2307 62
is_linear=0
shrinkage=0.1


Tree=1936
num_leaves=31
num_cat=0
split_feature=33 402 401 132 1204 43 132 50 132 132 4 133 12 399 394 120 40 12 9 13 9 43 0 13 2 43 43 43 1210 1212
split_gain=0.000254535 0.000223996 0.000303199 0.000239962 0.000520894 0.000264431 0.000339087 0.00548225 0.00424584 0.000607615 0.000806216 0.000437165 0.000407701 0.000446457 0.00031131 0.000278416 0.000491933 0.000401267 0.000906639 0.00132229 0.00124276 0.000314615 0.00157565 0.000515902 0.00112657 0.00051496 0.00106237 0.00144765 0.000992868 0.000673103
threshold=-0.044254999999999996 0.31278000000000006 0.13699500000000003 -0.43443999999999999 0.053645000000000005 0.51292500000000019 -0.083284999999999984 0.08461500000000001 -0.066044999999999979 -0.088184999999999986 -0.084369999999999987 -0.52400999999999998 0.086915000000000006 0.090005000000000016 0.013605000000000001 0.090440000000000006 -0.24134999999999998 0.12757000000000002 0.092235000000000011 -0.052719999999999996 0.085355000000000014 0.084740000000000024 -0.11756999999999999 -0.10278499999999999 0.098035000000000011 0.066275000000000014 0.062770000000000006 0.055925000000000009 0.13089000000000003 0.12349500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 9 -8 12 -11 -10 -5 -14 15 16 -13 18 20 -20 21 25 -23 -24 -25 26 27 28 29 -18
right_child=1 -3 -4 4 -6 -7 8 -9 11 10 -12 14 13 -15 -16 -17 17 -19 19 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00033894247634717352 -0.00026614511561467009 0.00032308129371986507 -0.00037453585484234449 -0.00022012587287463249 0.00046502919576596469 -0.0003563124614412941 -0.0014597968102498273 0.0016870507023122629 0.00038209698274537613 2.3484661042774943e-05 -0.00084275671705697853 0.00045844001655021439 0.00057642966911027385 -1.2597734307599887e-05 0.00031342966615357593 -0.0003247847714832191 -1.966539298763213e-07 -0.000333055392253005 -0.00010391324409283697 0.0010459945700131358 -0.00069659189097225093 -0.0008845908030101177 0.00019213032195042237 -0.00055373776465272287 0.0002538957289465132 0.00043355977603433919 -0.00072356965916696946 0.00062058883126347184 -0.00059352441218964364 0.00051148692276071345
leaf_weight=22 34 21 22 32 24 21 20 20 30 22 21 23 22 31 31 27 2294 37 20 20 26 24 67 39 31 28 20 38 28 26
leaf_count=22 34 21 22 32 24 21 20 20 30 22 21 23 22 31 31 27 2294 37 20 20 26 24 67 39 31 28 20 38 28 26
internal_value=0 -2.40617e-06 -4.62685e-06 -1.96389e-06 1.00837e-06 -2.70628e-06 -2.11908e-07 0.000147342 -7.93126e-06 -9.3237e-05 -0.000399563 2.40598e-06 6.17282e-05 0.000231904 -1.69288e-06 -5.24775e-06 -2.07704e-06 -6.00287e-06 -1.45536e-06 0.000471041 -8.66629e-06 -1.77377e-06 -0.000137158 -6.22098e-06 -0.000196072 7.18139e-06 2.21938e-06 8.30311e-06 -1.60611e-06 5.53773e-06
internal_weight=0 3099 3078 3056 3022 2998 2977 148 2829 128 43 2809 85 53 2779 2748 2721 2698 2661 40 2621 2595 161 137 70 2434 2406 2386 2348 2320
internal_count=3121 3099 3078 3056 3022 2998 2977 148 2829 128 43 2809 85 53 2779 2748 2721 2698 2661 40 2621 2595 161 137 70 2434 2406 2386 2348 2320
is_linear=0
shrinkage=0.1


Tree=1937
num_leaves=31
num_cat=0
split_feature=402 52 1213 402 401 133 1209 1213 1212 1211 1211 15 3 1204 1213 132 132 1210 1210 1209 1213 1213 15 42 41 41 43 1447 1447 1447
split_gain=0.000258374 0.00104182 0.000586465 0.000408591 0.000261128 0.000945274 0.000699911 0.000628819 0.000291863 0.000377549 0.000723594 0.000831942 0.00051038 0.000441759 0.000504812 0.000677703 0.000454627 0.000450612 0.000371828 0.000512847 0.00125134 0.000491952 0.000997929 0.000588006 0.00040424 0.00101554 0.000476413 0.000426809 0.00250499 0.00159549
threshold=-0.43418999999999991 0.092320000000000013 -1.0000000180025095e-35 -0.41217999999999994 0.11769000000000002 -0.038089999999999992 -0.092684999999999976 -0.40446999999999994 0.13713500000000003 0.11013500000000002 0.087635000000000005 0.084050000000000014 -0.082484999999999989 0.058775000000000008 0.11076500000000002 -0.43176999999999993 -0.40070499999999992 -0.14310999999999999 -0.083289999999999989 -0.084519999999999984 0.093235000000000026 0.052820000000000013 0.084655000000000022 -0.015274999999999999 0.085095000000000018 0.089785000000000018 0.097930000000000017 -0.085804999999999979 -0.086424999999999988 -0.084334999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 6 7 -5 -6 9 10 13 -12 -13 14 15 -8 -17 -18 -19 -20 21 24 23 -23 27 -26 -27 28 -21 -29
right_child=3 -3 -4 4 5 -7 8 -9 -10 -11 11 12 -14 -15 -16 16 17 18 19 20 -22 22 -24 -25 25 26 -28 29 -30 -31
leaf_value=0.00047841112745632217 0.00045542718631622851 -0.00062456705718432208 -0.00017540399764102939 -0.00055224512455068816 0.00025059719861019402 0.00056572198759697917 0.00051153852946299598 -0.00054238411627011379 0.00037302738277330286 -0.00031016081696949327 -0.00016587384216975245 0.00025419166311621669 0.00096860064484644676 -0.00047263699962059037 -0.00041600061050648318 -0.00046492457456354585 -0.00042041275836527352 0.00031263206873495037 -0.00050287501537241044 3.9666134144163248e-05 0.00077426446119456419 0.00029651774403949581 -0.00078289116402932763 -0.00030680962869415198 0.00084659953485243021 -0.0003165858259308152 0.00031350182556100968 0.00069002253234537111 -0.0011469189368654043 -7.9752067347938215e-08
leaf_weight=23 20 32 34 23 20 35 26 20 21 39 21 20 20 20 29 21 25 39 20 93 21 30 24 35 20 24 24 34 22 2286
leaf_count=23 20 32 34 23 20 35 26 20 21 39 21 20 20 20 29 21 25 39 20 93 21 30 24 35 20 24 24 34 22 2286
internal_value=0 -0.000167937 8.84161e-05 4.92956e-06 1.93821e-06 0.000186194 -2.76699e-06 -0.000145893 1.57e-06 -1.12637e-06 3.09659e-06 0.000343811 0.000611396 -4.34473e-06 -9.67212e-07 3.41907e-06 -1.44152e-06 2.16735e-06 6.12114e-06 1.58109e-06 5.44222e-06 -7.86663e-07 -0.000231822 -2.83508e-05 7.42835e-06 0.000247911 -1.542e-06 7.12602e-07 -0.000187333 1.00338e-05
internal_weight=0 89 57 3032 3012 75 2937 40 2914 2893 2854 61 40 2793 2773 2744 2718 2697 2672 2633 2613 2592 89 65 2503 68 48 2435 115 2320
internal_count=3121 89 57 3032 3012 75 2937 40 2914 2893 2854 61 40 2793 2773 2744 2718 2697 2672 2633 2613 2592 89 65 2503 68 48 2435 115 2320
is_linear=0
shrinkage=0.1


Tree=1938
num_leaves=31
num_cat=0
split_feature=132 132 393 50 13 399 12 2 390 394 129 394 159 1213 16 33 120 40 12 12 12 401 12 43 4 402 1212 3 4 475
split_gain=0.000214375 0.000707693 0.000446226 0.000367424 0.000359554 0.000543379 0.000356728 0.000609379 0.000242414 0.000278336 0.000909027 0.000341115 0.000428722 0.000711678 0.000462689 0.000310014 0.000331891 0.000646297 0.0002636 0.00432412 0.00127751 0.00160186 0.00126751 0.00469291 0.00331679 0.00115744 0.00274185 0.00111655 0.00121069 0.0014452
threshold=-0.083449999999999983 -0.076764999999999986 0.10389500000000002 0.09227500000000001 0.054800000000000008 0.083635000000000015 0.087145000000000014 0.088225000000000012 0.087590000000000015 -0.093064999999999981 0.097140000000000018 -0.0060099999999999989 0.078675000000000009 -0.074014999999999984 -0.090054999999999982 -0.044254999999999996 1.0000000180025095e-35 -0.24134999999999998 0.092550000000000007 0.092355000000000007 0.092200000000000018 0.11769000000000002 0.094070000000000015 -0.03898999999999999 -0.041644999999999995 0.11174500000000002 -0.089544999999999986 -0.045649999999999989 -0.50052499999999989 0.061570000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 -8 9 10 -3 12 13 -11 -15 -13 17 -17 19 20 21 25 23 24 -20 -19 -27 28 -24 -30
right_child=1 8 -4 -5 -6 6 7 -9 -10 11 -12 15 -14 14 -16 16 -18 18 22 -21 -22 -23 27 -25 -26 26 -28 -29 29 -31
leaf_value=0.00047925894247912641 0.00054791987737795968 -0.00066532654057785596 -0.00047639046754705271 -0.00038331837298486522 -0.00028514350051409568 -0.00027128504427512075 0.00046326814170180147 -0.00014896385231672008 0.0002440622569027743 -0.00015067389758769423 0.00024751254793272895 0.0003784303109915484 -0.00013766325992588518 0.00080426663218531765 0.00024099715103927468 0.00054931307871205115 -0.00031320924405008554 8.4914458514269877e-06 -0.0014595110764882217 0.0014393058954738081 -0.00077932479978785744 0.00080006678542122252 0.00071058335667476067 0.00055720805413895158 -0.00013781199546379817 0.00044991450087677337 -0.00099543170566903424 -0.00055172580433073958 3.2172068360278372e-05 -0.00077694738264772638
leaf_weight=28 24 24 27 27 32 36 29 37 41 26 20 21 33 25 35 21 35 1732 39 21 21 25 25 37 37 21 35 35 549 23
leaf_count=28 24 24 27 27 32 36 29 37 41 26 20 21 33 25 35 21 35 1732 39 21 21 25 25 37 37 21 35 35 549 23
internal_value=0 7.14651e-06 -9.6114e-05 -4.17888e-05 1.51328e-05 8.90469e-05 -1.80701e-05 0.000120047 2.64163e-06 -8.43666e-07 -0.0002504 3.08354e-06 0.000168749 0.000286326 0.000475693 -4.28076e-06 -7.30671e-06 -3.22178e-06 -7.68457e-06 1.24941e-05 -3.84344e-06 5.13897e-06 -5.79281e-05 -0.000366401 -0.000816052 -5.97579e-06 -0.000453427 -2.77396e-06 2.94091e-05 -3.62455e-07
internal_weight=0 2905 216 189 162 130 102 66 2881 2840 44 2796 119 86 60 2677 2656 2621 2600 1855 1834 1813 745 113 76 1788 56 632 597 572
internal_count=3121 2905 216 189 162 130 102 66 2881 2840 44 2796 119 86 60 2677 2656 2621 2600 1855 1834 1813 745 113 76 1788 56 632 597 572
is_linear=0
shrinkage=0.1


Tree=1939
num_leaves=31
num_cat=0
split_feature=12 130 403 0 403 403 401 12 3 13 402 43 129 132 43 4 0 3 0 0 11 33 9 8 9 16 16 1209 0 1213
split_gain=0.00024239 0.000641023 0.000225947 0.00103939 0.000687065 0.000393217 0.000245908 0.0015472 0.00183152 0.00133165 0.000505947 0.00032859 0.000664475 0.00125185 0.000569799 0.000485578 0.000700284 0.000666688 0.000702132 0.000396131 0.000680565 0.000589961 0.00051186 0.00135824 0.000388 0.000380353 0.00142513 0.000752663 0.000769405 0.000771504
threshold=0.23631000000000002 -0.22562499999999999 -0.5492149999999999 -0.086234999999999992 -0.53762499999999991 -0.52917499999999984 -1.0000000180025095e-35 0.097325000000000009 -0.078244999999999995 -0.063184999999999977 -0.45015499999999992 -0.14792499999999997 0.085395000000000013 0.090440000000000006 -0.14169499999999999 0.10637500000000001 -0.09595999999999999 -0.088084999999999983 -0.074229999999999977 0.18019500000000002 -0.011194999999999998 -0.012019999999999998 0.091600000000000015 0.097795000000000007 1.0000000180025095e-35 -0.088909999999999989 -0.088159999999999988 -0.077594999999999983 -0.23194499999999998 0.11146500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 7 8 -7 -9 -8 12 13 15 -13 16 -12 18 -18 20 -16 -22 24 -24 25 -23 -27 -28 -29 -30
right_child=-2 2 4 -5 5 6 10 9 -10 -11 11 14 -14 -15 19 -17 17 -19 -20 -21 21 22 23 -25 -26 26 27 28 29 -31
leaf_value=0.00050672248192131517 -0.00032343523698332517 0.00077533280709758407 -0.00048979398993181131 -0.00012378704122966157 0.00037919993176021514 -2.9788364966710411e-05 0.00045819105895740606 0.00087658109230687837 -0.0012474316619946399 -0.00027739123725041283 0.00049520047812786131 0.00051366532994010915 0.00034304623768548486 -0.00086218592041404924 0.00057316063653810746 -0.00053893539921513625 -0.00019571003252237394 -0.00047231365559226209 0.00038869976967415666 -0.00041993721732234756 -0.00052630156871081072 -5.6105507756130895e-05 0.00092547951124808097 -0.00018686839510970144 -0.00037706805893254503 0.0006706925441154882 0.00062667264253832408 0.00057172152616355258 -9.0206226560302904e-06 0.00044682207701139546
leaf_weight=25 23 20 29 36 27 30 24 20 21 20 22 22 27 24 21 21 52 37 34 22 21 737 21 23 27 34 20 24 1619 38
leaf_count=25 23 20 29 36 27 30 24 20 21 20 22 22 27 24 21 21 52 37 34 22 21 737 21 23 27 34 20 24 1619 38
internal_value=0 2.40122e-06 -1.70163e-06 0.000197327 -5.3959e-06 -6.94575e-07 -4.15866e-06 -0.000165999 -0.000531171 0.000299595 9.72867e-07 -2.8828e-06 -0.000121153 -0.000187118 6.87932e-06 -8.95179e-05 -2.44298e-05 -0.000117372 3.53357e-05 2.60264e-06 6.19873e-06 1.55512e-06 5.91414e-06 0.000344025 -3.89876e-08 4.07905e-06 2.96445e-05 1.68311e-05 9.57535e-06 1.43322e-06
internal_weight=0 3098 3073 56 3017 2988 2961 91 51 40 2870 2846 217 190 2629 166 145 123 86 2607 2585 2564 2543 44 2499 2472 1735 1701 1681 1657
internal_count=3121 3098 3073 56 3017 2988 2961 91 51 40 2870 2846 217 190 2629 166 145 123 86 2607 2585 2564 2543 44 2499 2472 1735 1701 1681 1657
is_linear=0
shrinkage=0.1


Tree=1940
num_leaves=31
num_cat=0
split_feature=130 121 33 47 2 402 39 0 49 48 49 47 3 43 51 42 16 43 12 1348 1426 1428 157 155 1 155 448 15 15 15
split_gain=0.000288223 0.000629527 0.000348613 0.000299057 0.00133918 0.00111731 0.000492491 0.000472273 0.000462377 0.00074774 0.0010447 0.000729644 0.000938914 0.000794443 0.000698659 0.000589063 0.000539762 0.000526316 0.000488152 0.000439168 0.000919288 0.000597642 0.000954761 0.00050616 0.00111785 0.000629922 0.000425887 0.000469563 0.00262509 0.000980586
threshold=-0.23647499999999996 -0.088279999999999983 -0.012019999999999998 0.079365000000000005 -1.0000000180025095e-35 0.088505000000000014 0.10076500000000001 -0.26343999999999995 -0.008624999999999999 0.10697000000000002 0.14233500000000002 0.087235000000000021 -0.078084999999999988 -0.078844999999999985 -0.18912999999999996 0.089015000000000025 -0.096824999999999981 -0.085154999999999995 0.091325000000000003 0.087660000000000016 -0.089244999999999977 -0.071779999999999997 0.63334000000000013 0.11562500000000002 0.103565 0.10772000000000002 1.0000000180025095e-35 0.083195000000000005 0.081070000000000017 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 -5 6 8 -4 17 11 -11 -10 13 15 -14 -13 -16 -6 -18 20 -9 -22 23 25 -25 26 27 28 -23 -29
right_child=1 2 3 4 5 -7 -8 19 9 10 -12 12 14 -15 16 -17 18 -19 -20 -21 21 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.00037840207194676627 0.00050222137937089425 -0.00035936775880313857 0.00046105381555943976 0.00078876703220885256 0.0001001564312609844 0.00072835344895297164 -0.00046372025072659285 0.00066496953302703338 0.00038621030345032189 0.00069488577180891302 -5.9063358639832587e-05 -0.00037830375121201444 0.00063019703430611468 -0.00072534347336841167 0.00036392528216730663 0.00023959619338037791 -0.00058429174008779229 -0.00051653287384045051 2.6066170501412431e-05 -0.0003721237959325663 -0.0005601542386284564 -4.0307280459870733e-05 0.00063000113561587491 -0.00090557038085535178 0.00010670378081461725 0.00054769990558270368 0.00044373611595801784 0.00047616302506364087 -0.0010956949511031174 9.0916900384382271e-06
leaf_weight=20 25 27 21 25 25 22 22 20 38 40 34 36 21 32 26 27 20 31 38 34 20 1309 23 20 24 20 20 47 24 1030
leaf_count=20 25 27 21 25 25 22 22 20 38 40 34 36 21 32 26 27 20 31 38 34 20 1309 23 20 24 20 20 47 24 1030
internal_value=0 2.44052e-06 -1.62141e-06 1.54656e-06 7.8114e-05 3.49918e-05 -4.12087e-06 -1.12635e-05 2.33552e-05 7.0844e-05 0.000348477 -1.54788e-05 -9.17998e-05 -0.000319588 0.000114294 -0.000113489 -1.46817e-05 -0.000241225 -0.000184402 -1.50917e-05 -1.03443e-05 -1.5668e-05 -1.13415e-05 -1.72561e-05 -0.000353421 -1.12188e-05 -1.5819e-05 -1.96327e-05 -5.9309e-05 2.94746e-05
internal_weight=0 3101 3076 3049 437 412 390 2612 368 312 74 238 200 95 105 63 84 56 58 2591 2557 2537 2517 2494 44 2450 2430 2410 1333 1077
internal_count=3121 3101 3076 3049 437 412 390 2612 368 312 74 238 200 95 105 63 84 56 58 2591 2557 2537 2517 2494 44 2450 2430 2410 1333 1077
is_linear=0
shrinkage=0.1


Tree=1941
num_leaves=31
num_cat=0
split_feature=12 130 33 9 3 1210 1210 1208 1209 41 41 15 3 394 403 1204 1203 400 97 104 9 45 12 12 4 12 51 52 0 2
split_gain=0.000239872 0.00057332 0.000236943 0.000302846 0.0010848 0.00022861 0.000230647 0.000320907 0.000631352 0.000242343 0.00119328 0.000443022 0.000425898 0.000272581 0.00151876 0.000322044 0.00052734 0.000340998 0.000251504 0.000478476 0.000489287 0.000332022 0.000391279 0.00169039 0.00376406 0.000881856 0.000672532 0.00171996 0.00119018 0.00137472
threshold=0.23631000000000002 -0.22562499999999999 -0.044254999999999996 0.088235000000000022 -0.13309499999999996 -0.42132499999999995 -0.14310999999999999 0.11846000000000001 0.11495000000000001 0.086565000000000017 0.090905000000000014 -0.11713499999999999 -0.52915999999999996 0.013605000000000001 -0.074254999999999988 0.058775000000000008 -1.0000000180025095e-35 -0.10835999999999998 -0.086464999999999986 0.077525000000000011 -0.085744999999999988 0.094030000000000016 0.079890000000000017 0.082850000000000021 -0.07533999999999999 0.083370000000000014 0.092545000000000016 -0.080114999999999978 -0.14116499999999996 0.11728500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -7 8 9 12 -11 -12 -8 15 -15 16 -14 -18 -19 20 -20 22 26 24 -24 -25 -22 -28 -29 -30
right_child=-2 2 3 4 -6 6 7 -9 -10 10 11 -13 13 14 -16 -17 17 18 19 -21 21 -23 23 25 -26 -27 27 28 29 -31
leaf_value=0.00047933465335518125 -0.00032175052670620224 0.00032551074400544167 0.00030174353532493118 0.0002768156802048907 -0.00058565820301217702 -0.00027326391709427681 -0.00046282980474643409 0.00036510786934134862 -0.00056197881262050938 0.00084175919313565827 0.00032695871176201762 -0.00025450150175234548 0.00045608216663822531 0.0008108298260291728 -0.00027324912225594743 -0.00040382846571446868 -0.00039740998922339215 -0.00033881288122343409 -0.00049641464938758877 0.00041189260997011193 0.00012042888359237888 -0.00031035334789468087 -0.0014310979134629284 0.00065812840439321012 0.00027049834819850869 -9.4221911111490014e-06 -0.00084516543838954357 0.00061772630088617684 -0.00084973646400612792 0.0002136641129430744
leaf_weight=25 23 22 25 25 35 31 20 24 20 20 20 38 25 24 28 20 22 22 20 28 515 34 26 20 26 1878 27 27 20 31
leaf_count=25 23 22 25 25 35 31 20 24 20 20 20 38 25 24 28 20 22 22 20 28 515 34 26 20 26 1878 27 27 20 31
internal_value=0 2.38873e-06 -1.49141e-06 -3.84934e-06 -0.000226294 6.12943e-07 -1.92524e-06 9.40684e-07 -2.06173e-06 1.81179e-06 0.000175683 -5.3998e-05 -3.00939e-06 2.83276e-07 0.000227095 -4.01961e-06 -1.08092e-06 -5.32019e-06 -2.09432e-06 6.9897e-07 -3.68877e-06 9.56095e-08 4.20272e-06 -1.77989e-05 -0.0005803 -2.38794e-06 7.34014e-05 -0.000157257 8.0865e-05 -0.000203356
internal_weight=0 3098 3073 3051 60 2991 2966 2935 2911 2891 78 58 2813 2793 52 2741 2721 2696 2674 2652 2624 2604 2570 1950 52 1898 620 105 78 51
internal_count=3121 3098 3073 3051 60 2991 2966 2935 2911 2891 78 58 2813 2793 52 2741 2721 2696 2674 2652 2624 2604 2570 1950 52 1898 620 105 78 51
is_linear=0
shrinkage=0.1


Tree=1942
num_leaves=31
num_cat=0
split_feature=130 121 33 9 3 481 1447 2 0 481 481 481 42 481 0 12 1446 0 0 0 50 2 4 16 47 4 42 160 16 2
split_gain=0.000297572 0.000536606 0.000327185 0.000275044 0.00114601 0.0002218 0.00164918 0.00270149 0.00103967 0.000420921 0.00053656 0.000346524 0.000595067 0.000312474 0.00124734 0.00140633 0.000580807 0.000353369 0.00283885 0.00182411 0.000687333 0.000747252 0.00166135 0.00289854 0.00211255 0.0035189 0.00189204 0.00280964 0.00164008 0.00154106
threshold=-0.23647499999999996 -0.088279999999999983 -0.012019999999999998 0.091600000000000015 -0.011549999999999998 -0.086484999999999992 -0.085684999999999997 0.085485000000000019 -0.084044999999999995 -0.084329999999999988 -0.081334999999999977 -0.075999999999999998 0.084695000000000006 -0.050084999999999991 -0.082619999999999985 0.089570000000000025 0.037915000000000011 -0.087414999999999979 -0.087184999999999985 -0.087794999999999998 0.12024000000000001 0.08647500000000001 -0.0082299999999999995 -0.0051099999999999991 0.092165000000000011 0.065520000000000009 0.089535000000000017 -0.013904999999999999 -0.14771999999999999 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 -8 -9 -7 -11 12 -12 14 -13 -16 17 19 -19 20 21 22 -15 24 26 -26 27 -24 -29 -23
right_child=1 2 3 4 -6 9 7 8 -10 10 11 13 -14 16 15 -17 -18 18 -20 -21 -22 29 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00038448987135780043 0.00046390369092114267 -0.00034784766979067136 0.00070747838777606385 -0.00015657229270155153 0.00080019409291534919 -0.0003427540881848718 -0.00079445703777309979 0.0008765475136566569 -5.7502701103938027e-05 0.00041739369354521237 9.5684670800851159e-05 0.00084545516708333572 -0.0006243356081540697 -0.00013842361330354287 -0.0007024099666159601 0.00046927310925509247 -0.00046141088615903373 0.0011035757620751006 8.2944458689673697e-06 -0.00081961099718076485 -0.00059301455898786944 -0.00090088659781031313 2.2019615094263027e-05 0.0014554387647694967 -0.0013852183893322944 0.00035150309746053874 -0.00031586612568935382 0.00061812837200704964 0.0018987830234073043 -4.8187690299096216e-05
leaf_weight=20 25 27 35 31 21 37 34 22 26 30 22 21 24 143 20 21 28 24 1691 30 21 22 34 20 20 28 25 20 20 579
leaf_count=20 25 27 35 31 21 37 34 22 26 30 22 21 24 143 20 21 28 24 1691 30 21 22 34 20 20 28 25 20 20 579
internal_value=0 2.47978e-06 -1.27041e-06 1.79865e-06 0.000229814 -2.15757e-06 0.000132813 -0.00011247 0.000370604 -7.64077e-06 -3.27947e-06 -7.76585e-06 -0.000279978 -3.24045e-06 0.000218727 -0.00010228 -8.32807e-06 -3.58907e-06 2.3622e-05 -5.20994e-05 -2.73941e-05 -1.43557e-05 0.000111749 0.000325968 0.000172299 -0.000372131 0.000436265 0.000690363 0.00125846 -7.94013e-05
internal_weight=0 3101 3076 3049 52 2997 117 82 48 2880 2843 2813 46 2767 62 41 2705 2677 1715 962 932 911 310 167 147 48 99 74 40 601
internal_count=3121 3101 3076 3049 52 2997 117 82 48 2880 2843 2813 46 2767 62 41 2705 2677 1715 962 932 911 310 167 147 48 99 74 40 601
is_linear=0
shrinkage=0.1


Tree=1943
num_leaves=31
num_cat=0
split_feature=160 1212 1455 160 43 131 13 1447 15 159 15 15 48 1 160 2 13 12 4 1447 481 403 403 403 403 12 482 1455 483 151
split_gain=0.000267895 0.000760217 0.000913655 0.000608162 0.00310337 0.000546979 0.00176495 0.00128147 0.000789049 0.00111039 0.000909484 0.00108949 0.0010291 0.00105701 0.000895312 0.000575336 0.00110377 0.00105749 0.0014794 0.000444934 0.00293582 0.000816381 0.000466084 0.00109266 0.000649652 0.00043576 0.00035881 0.000485053 0.000349766 0.00032516
threshold=-0.089549999999999991 0.087615000000000012 -0.092919999999999989 -0.086829999999999977 -0.080884999999999985 0.089415000000000008 -0.081029999999999977 0.0030850000000000005 0.093115000000000017 0.10713500000000002 -0.092489999999999989 -0.086254999999999984 0.088875000000000023 0.083835000000000007 -0.53327999999999987 0.097070000000000004 -0.085669999999999982 0.083715000000000026 -0.0096849999999999974 -0.086279999999999982 -0.086219999999999977 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 -0.53255499999999989 0.096210000000000004 0.11958000000000001 -0.16496999999999998 0.095250000000000015 -0.5666199999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 7 -7 8 9 10 12 -12 13 -4 -10 16 -13 -18 -19 20 -5 -21 -23 -24 -25 -17 27 -26 -15 -29
right_child=3 -3 5 19 -6 6 -8 -9 14 -11 11 15 -14 28 -16 25 17 18 -20 21 -22 22 23 24 26 -27 -28 29 -30 -31
leaf_value=0.00071085323680840113 -0.001154045935254544 -0.00045929765922035306 -0.00096701239791317773 -0.0010849806510123017 0.00051054555834049271 -0.00075073143441019763 0.00028541989391669633 0.00080263899639248853 -0.00080364537362973866 0.00074722395925513971 0.00066593180802699767 -0.00034796209119331955 0.00037570653835048334 0.00013930133876177326 5.371548267530984e-05 2.0105934244283062e-05 -0.00019109642155291072 0.0012065433064708487 0.00014818600590972762 0.00050113501783926044 0.00049606380476768179 -0.00045526679757091661 0.00073313013113875071 -0.0005628318159974047 0.00049001602601492775 -0.00056206598819699141 -0.000388984714209073 0.00039701148984022438 -0.00042693074501585219 -7.8985976408133058e-06
leaf_weight=23 24 26 22 24 21 31 35 25 21 26 38 26 23 24 29 36 21 25 28 32 23 23 20 21 20 20 24 20 20 2370
leaf_count=23 24 26 22 24 21 31 35 25 21 26 38 26 23 24 29 36 21 25 28 32 23 23 20 21 20 20 24 20 20 2370
internal_value=0 6.71586e-05 9.6097e-05 -1.27811e-05 -0.000377237 6.46761e-05 -0.000201257 0.000110383 6.21762e-05 0.000121813 6.43542e-05 0.000185777 -0.000200319 -0.000401055 -0.000306376 6.88157e-05 0.000212528 0.000409456 0.000647411 -6.41696e-06 -0.000311278 -7.53534e-07 -7.18285e-06 -3.01884e-06 -9.01598e-06 -0.000187813 -4.23778e-06 -4.06276e-07 -0.000118077 -4.51023e-06
internal_weight=0 499 473 2622 45 450 66 384 359 309 283 194 89 66 50 156 100 74 53 2577 47 2530 2498 2475 2455 56 2434 2410 44 2390
internal_count=3121 499 473 2622 45 450 66 384 359 309 283 194 89 66 50 156 100 74 53 2577 47 2530 2498 2475 2455 56 2434 2410 44 2390
is_linear=0
shrinkage=0.1


Tree=1944
num_leaves=31
num_cat=0
split_feature=130 130 52 133 402 401 402 16 13 133 1208 403 403 1204 15 132 50 15 132 403 4 13 2 3 12 16 13 133 1203 394
split_gain=0.000273453 0.0004859 0.00112765 0.000317392 0.0009734 0.000686601 0.00243983 0.000679076 0.00107348 0.00056032 0.000576088 0.000875643 0.00132503 0.000501714 0.000487982 0.00774989 0.00513148 0.00190344 0.000905381 0.000706472 0.00116575 0.00180054 0.00151163 0.00134699 0.00100839 0.00100126 0.000791651 0.000621548 0.000769869 0.000878547
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 -7 8 -5 10 11 -8 -13 14 27 -16 17 -17 19 -19 21 -21 23 -22 25 -23 -27 -14 29 -29
right_child=1 3 -4 7 5 6 9 -9 -10 -11 -12 12 13 -15 15 16 -18 18 -20 20 22 24 -24 -25 -26 26 -28 28 -30 -31
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leaf_weight=26 35 24 23 29 22 24 36 31 23 35 25 23 25 20 21 34 23 45 24 39 23 21 37 23 33 25 28 2290 31 23
leaf_count=26 35 24 23 29 22 24 36 31 23 35 25 23 25 20 21 34 23 45 24 39 23 21 37 23 33 25 28 2290 31 23
internal_value=0 2.71301e-06 0.000289429 -2.76263e-06 2.65624e-06 -2.53907e-06 -6.74956e-06 -0.000195622 2.52287e-05 1.60628e-06 -3.27921e-06 9.51719e-07 -5.37584e-06 9.1174e-07 4.54774e-06 0.00011038 -4.00819e-08 0.00010003 1.91513e-05 7.0738e-05 -4.42428e-07 -0.000170559 0.0002988 0.000681541 4.14552e-05 0.00024646 1.49175e-05 -1.22497e-05 -1.75395e-05 -1.09048e-05
internal_weight=0 3095 58 3037 2954 2930 2908 83 52 2884 2849 2824 2788 2765 2745 376 355 332 298 274 229 146 83 46 107 74 53 2369 2344 2313
internal_count=3121 3095 58 3037 2954 2930 2908 83 52 2884 2849 2824 2788 2765 2745 376 355 332 298 274 229 146 83 46 107 74 53 2369 2344 2313
is_linear=0
shrinkage=0.1


Tree=1945
num_leaves=31
num_cat=0
split_feature=132 15 1185 2 2 4 15 1203 131 128 38 402 401 12 42 130 0 43 1208 1208 402 1212 401 16 3 3 43 16 129 13
split_gain=0.000257705 0.00084685 0.000743557 0.000381365 0.000600477 0.000545327 0.000393452 0.000410496 0.000275204 0.000331006 0.000558351 0.000316037 0.000905573 0.000884689 0.000459719 0.000824655 0.00158338 0.000898457 0.000602891 0.00134552 0.000919616 0.00170398 0.000492661 0.000293307 0.000969012 0.00216899 0.00359258 0.000985443 0.000841045 0.000738623
threshold=-0.083174999999999985 0.091475000000000015 -0.083264999999999992 0.088665000000000008 0.10252500000000002 -0.00059999999999999995 0.084905000000000022 0.084545000000000009 0.13602500000000003 0.11976500000000002 0.10914000000000001 -0.43418999999999991 -0.06959499999999999 0.096475000000000019 0.12074000000000001 -0.22461999999999996 -0.047369999999999995 0.066275000000000014 0.11332500000000002 0.10233500000000001 0.13775000000000001 -1.0000000180025095e-35 0.12053500000000002 -0.14158499999999996 -0.13309499999999996 -0.080289999999999986 -0.04652499999999999 -0.43320999999999993 -0.082959999999999992 0.11596500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 6 7 -1 9 10 11 12 13 -4 18 -16 17 -17 19 20 22 -22 23 24 29 26 27 -26 -25 -13
right_child=2 -3 8 4 -6 -7 -8 -9 -10 -11 -12 14 -14 -15 15 16 -18 -19 -20 -21 21 -23 -24 28 25 -27 -28 -29 -30 -31
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leaf_weight=40 21 30 27 38 40 26 25 23 35 22 22 82 24 28 28 23 33 20 20 23 20 22 21 20 30 285 23 33 2017 20
leaf_count=40 21 30 27 38 40 26 25 23 35 22 22 82 24 28 28 23 33 20 20 23 20 22 21 20 30 285 23 33 2017 20
internal_value=0 -0.000103839 7.95183e-06 -2.66359e-05 0.000143747 -0.000143213 -2.43299e-05 0.00010887 3.62572e-06 1.94666e-07 -2.81861e-06 1.12561e-06 -0.000196043 2.76085e-05 6.85221e-06 0.00021304 0.00038396 0.00078382 -1.34487e-06 2.86882e-06 -3.93788e-06 -0.000468031 3.76339e-06 -2.72147e-07 -7.12119e-05 -0.000146261 -0.000586426 -0.000195902 1.62004e-05 0.000201762
internal_weight=0 222 2899 192 78 114 88 63 2878 2843 2821 2799 79 55 2720 104 76 43 2616 2596 2573 42 2531 2510 473 371 86 63 2037 102
internal_count=3121 222 2899 192 78 114 88 63 2878 2843 2821 2799 79 55 2720 104 76 43 2616 2596 2573 42 2531 2510 473 371 86 63 2037 102
is_linear=0
shrinkage=0.1


Tree=1946
num_leaves=31
num_cat=0
split_feature=12 130 1210 34 10 9 1 96 295 2 10 4 0 1420 471 0 0 16 13 1 46 1454 12 43 1452 158 158 1456 1 0
split_gain=0.000272032 0.000625122 0.000244991 0.000249745 0.000805045 0.000628439 0.00129218 0.000593488 0.000619904 0.000410868 0.000335087 0.00239006 0.000358109 0.00058012 0.000715756 0.00050994 0.001145 0.0011267 0.000505503 0.000421448 0.000435148 0.000451044 0.000808526 0.00118114 0.000403823 0.000509785 0.000364403 0.000420782 0.00116192 0.0012505
threshold=0.23631000000000002 -0.22562499999999999 -0.42132499999999995 -0.057544999999999992 0.0036750000000000007 0.091905000000000014 0.13332000000000002 0.083725000000000008 0.084575000000000011 -0.080614999999999978 -0.0082499999999999987 0.053180000000000012 0.12500000000000003 0.056520000000000008 -0.081099999999999992 0.10455500000000001 0.056435000000000006 0.62925500000000012 0.097995000000000013 0.15799000000000005 0.084955000000000017 0.096235000000000015 0.089735000000000023 -0.032879999999999993 -0.075859999999999997 -0.47144999999999992 0.13634500000000002 -0.090954999999999994 0.079415000000000013 -0.084674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 9 -7 -4 -9 -5 11 -11 13 14 -12 16 19 -17 -14 20 21 24 23 -23 -16 -26 27 28 29 -27
right_child=-2 2 3 5 -6 6 -8 8 -10 10 12 -13 18 -15 15 17 -18 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
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leaf_weight=25 23 25 31 34 25 23 23 27 21 26 20 22 50 21 21 21 20 21 21 23 36 32 24 20 34 26 25 2358 22 21
leaf_count=25 23 25 31 34 25 23 23 27 21 26 20 22 50 21 21 21 20 21 21 23 36 32 24 20 34 26 25 2358 22 21
internal_value=0 2.54382e-06 -1.50782e-06 -4.06497e-06 0.000148233 -9.44505e-06 -0.000376164 -8.28008e-06 0.000211989 -3.62412e-06 -7.72668e-06 -0.000269719 -3.26091e-06 -8.99612e-06 -4.95972e-06 -9.36822e-06 -3.91344e-06 -0.000355097 0.000218474 -9.61965e-06 -5.8768e-06 -1.0689e-05 -0.000250692 -2.91055e-05 -3.41323e-06 -7.10196e-06 -1.24344e-05 -1.6347e-05 -0.000259758 -0.000540512
internal_weight=0 3098 3073 3048 104 2944 46 79 48 2898 2864 48 2816 2745 2724 2704 2662 42 71 2642 2619 2583 76 52 2507 2486 2452 2427 69 47
internal_count=3121 3098 3073 3048 104 2944 46 79 48 2898 2864 48 2816 2745 2724 2704 2662 42 71 2642 2619 2583 76 52 2507 2486 2452 2427 69 47
is_linear=0
shrinkage=0.1


Tree=1947
num_leaves=31
num_cat=0
split_feature=130 121 33 9 1 448 0 457 3 49 3 0 4 15 0 51 15 16 13 3 47 2 3 15 159 123 4 42 150 4
split_gain=0.000250036 0.000510406 0.000308171 0.000306854 0.00135119 0.000217794 0.000537128 0.000314326 0.000580786 0.00104916 0.000940379 0.000824884 0.000780314 0.00166748 0.000905956 0.000690165 0.000650532 0.000950676 0.000509735 0.000466304 0.00124607 0.00136455 0.00107696 0.000587197 0.00231456 0.00112399 0.00115206 0.000459738 0.0004102 0.000387273
threshold=-0.22699999999999995 -0.088279999999999983 -0.009184999999999997 0.091600000000000015 0.12408500000000001 0.068920000000000023 -0.26609999999999995 0.31508000000000008 0.090900000000000009 -0.031119999999999998 0.10893000000000001 -0.23001499999999997 -0.059649999999999988 -0.026084999999999994 -0.030209999999999997 -0.12463499999999998 -0.42198999999999992 -0.11227499999999999 -0.17933499999999997 -0.011549999999999998 0.094160000000000008 -0.0091949999999999983 -0.013929999999999998 -0.028889999999999996 0.076905000000000015 0.08592000000000001 0.053180000000000012 0.10755000000000002 0.10375000000000002 -0.50427999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 8 11 10 -10 -8 14 16 -11 -16 -14 -18 -13 22 21 -21 29 25 -25 26 -23 -27 -12 -20
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leaf_weight=26 23 30 22 21 31 20 24 30 24 37 35 22 45 22 20 33 37 26 65 27 21 34 28 20 22 37 35 20 20 2264
leaf_count=26 23 30 22 21 31 20 24 30 24 37 35 22 45 22 20 33 37 26 65 27 21 34 28 20 22 37 35 20 20 2264
internal_value=0 2.59423e-06 -9.196e-07 2.22573e-06 0.000243061 -1.96271e-06 2.52038e-07 -3.4217e-06 -1.10816e-07 0.000131927 0.000444522 -1.5185e-05 1.96767e-05 -0.000137025 0.000246023 -1.9068e-05 2.4619e-05 0.000232043 -9.78782e-06 -5.6896e-06 -0.000146316 -0.000225136 7.19769e-06 -0.000119088 -0.000442903 -1.11492e-05 0.000260313 -0.000339761 0.000216613 -2.13959e-07
internal_weight=0 3095 3072 3042 52 2990 2970 2948 2918 299 79 2619 220 130 90 53 108 63 2595 2573 216 195 2357 168 42 126 69 57 55 2329
internal_count=3121 3095 3072 3042 52 2990 2970 2948 2918 299 79 2619 220 130 90 53 108 63 2595 2573 216 195 2357 168 42 126 69 57 55 2329
is_linear=0
shrinkage=0.1


Tree=1948
num_leaves=31
num_cat=0
split_feature=33 160 1212 1455 157 157 157 1371 1373 150 1375 1 155 457 49 148 3 3 13 3 151 0 160 150 1447 481 1447 0 48 40
split_gain=0.0002552 0.000257405 0.000634065 0.000751326 0.000495999 0.00369641 0.00285242 0.00165866 0.000887413 0.00337631 0.000749462 0.000692141 0.000851828 0.000685649 0.000666131 0.000967226 0.000872494 0.00196316 0.00160381 0.000992662 0.000977071 0.000876414 0.00098915 0.000904714 0.000852347 0.00263237 0.00224836 0.000710106 0.000741779 0.000621833
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=22 23 41 26 449 20 20 27 28 34 20 23 37 20 26 23 29 27 20 23 30 23 20 27 23 21 23 29 24 1881 82
leaf_count=22 23 41 26 449 20 20 27 28 34 20 23 37 20 26 23 29 27 20 23 30 23 20 27 23 21 23 29 24 1881 82
internal_value=0 -2.40932e-06 6.34554e-05 8.99385e-05 -1.50201e-05 -0.000215337 -5.50041e-06 -1.51587e-05 -6.35886e-06 0.000394504 -1.54503e-05 3.7506e-05 0.000244482 -9.44165e-06 -1.51452e-05 -0.000147469 -0.000100163 -0.00033857 -0.000121907 -0.000449045 2.02212e-05 -6.61662e-05 2.08856e-05 -0.000343469 6.47897e-06 0.000431959 -3.53233e-06 7.64251e-06 1.66242e-07 0.000199491
internal_weight=0 3099 498 472 2601 118 2483 2463 2435 54 2381 98 61 2354 2328 327 304 102 82 53 202 175 152 50 2001 46 1955 1934 1905 102
internal_count=3121 3099 498 472 2601 118 2483 2463 2435 54 2381 98 61 2354 2328 327 304 102 82 53 202 175 152 50 2001 46 1955 1934 1905 102
is_linear=0
shrinkage=0.1


Tree=1949
num_leaves=31
num_cat=0
split_feature=12 130 34 43 9 1 40 34 2 10 4 45 1 0 42 0 1420 157 475 0 52 403 160 0 16 1 4 457 0 0
split_gain=0.000245055 0.000584503 0.000228001 0.000789467 0.000565958 0.00120896 0.000350086 0.000487001 0.000333824 0.000291908 0.00200206 0.000371262 0.000365251 0.000289362 0.000498101 0.00052571 0.000466639 0.000690781 0.000419341 0.000993906 0.0002921 0.000849955 0.000805378 0.000569996 0.00274679 0.00143085 0.00132524 0.00130486 0.00112503 0.00101705
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 8 -6 7 -3 -4 10 -10 12 13 16 15 -15 17 18 19 20 21 -11 -23 24 25 -22 -27 29 -25 -28
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leaf_weight=25 23 33 34 22 23 23 24 25 26 45 22 35 32 25 25 20 21 21 22 26 22 25 580 23 30 31 33 28 1711 86
leaf_count=25 23 33 34 22 23 23 24 25 26 45 22 35 32 25 25 20 21 21 22 26 22 25 580 23 30 31 33 28 1711 86
internal_value=0 2.41439e-06 -1.5034e-06 0.000144034 -6.60139e-06 -0.000354636 1.32418e-06 0.000134239 -1.12428e-06 -4.79043e-06 -0.000249338 -6.58677e-07 3.37866e-06 -4.96358e-07 0.000200238 1.41203e-06 -5.69289e-06 -2.01764e-06 -6.52441e-06 -1.01476e-05 -4.02824e-06 -6.21351e-05 -9.33218e-05 1.52026e-05 0.000163122 2.92797e-05 -6.47539e-05 6.05484e-05 -4.41761e-06 -8.39722e-05
internal_weight=0 3098 3073 104 2969 46 82 58 2923 2889 48 2841 2806 2774 70 45 2704 2683 2662 2640 2614 650 605 1964 230 200 178 147 1734 119
internal_count=3121 3098 3073 104 2969 46 82 58 2923 2889 48 2841 2806 2774 70 45 2704 2683 2662 2640 2614 650 605 1964 230 200 178 147 1734 119
is_linear=0
shrinkage=0.1


Tree=1950
num_leaves=31
num_cat=0
split_feature=130 121 33 9 1 1446 3 15 0 403 4 403 133 16 481 1208 3 403 480 403 133 402 16 403 402 402 0 402 1212 132
split_gain=0.000254448 0.000495453 0.000324683 0.000306614 0.00127368 0.00023627 0.00156165 0.00410209 0.00132971 0.00300804 0.00193542 0.00120629 0.00264729 0.000951308 0.00196055 0.000912724 0.00220276 0.00130755 0.000462275 0.000331757 0.000317382 0.00118234 0.00111137 0.000587011 0.000276066 0.000387428 0.00137463 0.00107148 0.000777286 0.000399788
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 11 7 -7 10 -10 -8 12 -4 -11 -15 17 -17 -13 -12 -19 21 -21 -22 -23 -25 26 -26 -27 -28 -29
right_child=1 2 3 4 -6 6 8 -9 9 13 18 15 -14 14 -16 16 -18 19 -20 20 22 23 -24 24 25 27 28 29 -30 -31
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leaf_weight=26 23 30 22 21 31 39 20 25 22 36 25 31 23 27 28 21 30 29 36 23 34 20 27 20 20 23 20 2295 40 54
leaf_count=26 23 30 22 21 31 39 20 25 22 36 25 31 23 27 28 21 30 29 36 23 34 20 27 20 20 23 20 2295 40 54
internal_value=0 2.61704e-06 -8.4494e-07 2.38355e-06 0.000243125 -1.80325e-06 8.9671e-05 0.000518015 -5.16384e-05 -0.000273295 0.000257587 -1.04417e-05 -0.000523909 -1.96113e-05 -0.000281195 -1.84254e-06 0.000417167 -9.94932e-06 -2.23081e-05 -2.26629e-06 -6.05274e-06 -5.86184e-07 -0.000231436 -7.17326e-06 -2.8077e-06 -5.82583e-06 -0.000222271 1.47417e-06 1.70541e-05 -5.17638e-06
internal_weight=0 3095 3072 3042 52 2990 258 64 194 113 81 2732 45 91 55 2687 51 2636 61 2605 2576 2515 61 2492 2472 2452 80 2372 60 2349
internal_count=3121 3095 3072 3042 52 2990 258 64 194 113 81 2732 45 91 55 2687 51 2636 61 2605 2576 2515 61 2492 2472 2452 80 2372 60 2349
is_linear=0
shrinkage=0.1


Tree=1951
num_leaves=31
num_cat=0
split_feature=33 9 15 1 40 12 16 12 12 4 52 12 3 3 1204 3 0 0 51 471 471 132 132 131 2 15 2 52 52 160
split_gain=0.000235398 0.000239955 0.00109859 0.00181354 0.000266301 0.00052555 0.00106173 0.00067385 0.000449813 0.00102871 0.000895019 0.000698413 0.000475268 0.000444041 0.000324213 0.000347065 0.00134859 0.000690032 0.000961978 0.000681359 0.000686578 0.000632484 0.00103743 0.000839347 0.000867681 0.00275177 0.00179099 0.00174681 0.00128986 0.000881756
threshold=-0.044254999999999996 0.088235000000000022 -0.098289999999999975 0.13332000000000002 -0.24290999999999999 0.12477500000000001 -0.080509999999999984 0.11586 0.10866500000000003 -0.064054999999999987 0.089575000000000016 0.10711000000000002 -0.069009999999999974 -0.064674999999999983 0.053645000000000005 -0.094299999999999981 0.10455500000000001 0.047850000000000011 -0.12463499999999998 0.09074500000000002 0.086855000000000016 0.10833500000000001 0.097095000000000015 0.080385000000000012 0.08839000000000001 0.040760000000000005 0.087195000000000009 0.10744000000000002 1.0000000180025095e-35 -0.083899999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 7 -7 8 11 -10 12 14 -11 -9 15 21 17 19 -19 20 -17 22 23 24 26 27 29 28 -26 -6
right_child=1 2 -4 -5 5 6 -8 13 9 10 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00032595255883775695 -0.0003372182035768081 -0.001087374531830985 0.00042424428567755968 0.00018259811596098272 0.00062595234697007326 0.00075240646464018414 -3.8858585710756398e-05 -0.00062990195302908055 0.00080189230629121484 -5.2263009129092099e-05 -0.00049403431687758046 -0.00046719711222067419 0.00062887693207552993 -3.6903038246395148e-05 0.00036861839180346578 -1.4729160724620205e-05 -0.00062364813939994848 -7.1261103426956623e-05 0.00085367869495795194 0.00045089295693492935 -0.00050457349736524493 -0.00047100308380322538 0.00080762892375787489 -0.00044860708008415937 8.186028748680436e-05 0.0010030371814010372 -0.00096858892240561558 -0.00081010781927034255 0.00091152678859154034 -7.7327082672514315e-05
leaf_weight=22 23 23 20 22 22 28 43 28 23 20 22 32 21 23 24 2148 36 23 22 31 29 20 20 29 174 38 20 20 21 94
leaf_count=22 23 23 20 22 22 28 43 28 23 20 22 32 21 23 24 2148 36 23 22 31 29 20 20 29 174 38 20 20 21 94
internal_value=0 -2.31395e-06 -0.000192424 -0.000466499 1.75894e-06 4.34827e-06 0.00027319 -2.14415e-06 4.21676e-06 0.000229487 2.05143e-05 -2.69487e-06 0.000296614 -0.000362471 2.66929e-06 -5.27938e-07 -1.64275e-05 -6.72493e-06 0.000380932 -1.46255e-05 -2.12544e-05 7.89353e-05 0.000104047 7.03824e-05 0.000109073 0.000218573 -9.46292e-05 7.99237e-05 0.000171209 5.60535e-05
internal_weight=0 3099 65 45 3034 3011 71 2940 2889 86 63 2803 41 51 2771 2747 2289 2253 45 2208 2177 458 438 418 389 253 136 215 195 116
internal_count=3121 3099 65 45 3034 3011 71 2940 2889 86 63 2803 41 51 2771 2747 2289 2253 45 2208 2177 458 438 418 389 253 136 215 195 116
is_linear=0
shrinkage=0.1


Tree=1952
num_leaves=31
num_cat=0
split_feature=1209 1210 1210 402 1212 1211 1212 401 1211 401 132 15 1211 2 2 52 52 0 2 1212 12 15 15 1209 1213 1447 52 15 12 13
split_gain=0.000223507 0.000399238 0.00044279 0.000333133 0.000246981 0.000898434 0.000556231 0.000531983 0.00105025 0.000401247 0.000270454 0.0016882 0.000484366 0.000346847 0.000670654 0.000529009 0.000332869 0.00032649 0.00037751 0.000268742 0.00140277 0.000386704 0.00192839 0.0014797 0.0017719 0.00203454 0.00506773 0.000911974 0.00206615 0.00164438
threshold=-0.14444499999999996 -0.38516499999999992 -0.095909999999999981 0.13775000000000001 0.13713500000000003 0.11986000000000001 0.11930500000000001 -0.46360499999999999 0.11048500000000001 0.13274500000000003 -0.083284999999999984 0.091475000000000015 0.088310000000000013 0.088665000000000008 0.10252500000000002 0.08709500000000002 0.085540000000000019 -0.082284999999999983 0.084055000000000005 0.094820000000000002 0.089300000000000004 0.087485000000000021 0.086885000000000004 -0.077594999999999983 0.04198000000000001 -0.084334999999999979 0.11639500000000001 0.085730000000000015 0.085495000000000015 -0.0030199999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 9 10 11 13 19 15 -15 17 -14 18 -9 21 -21 22 27 -23 25 26 -25 -12 -29 -30
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 12 -13 16 14 -16 -17 -18 -19 -20 20 -22 23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.00033322267845505851 0.00038070676468864636 -0.00037555456456175309 -0.0004899049876257777 -0.00039853180226470745 0.00031414928636513652 -0.00058675228859871053 0.00051648585414070458 -0.00014689884488829053 0.00072585701942443851 -0.00043682071125312224 -1.1982640023976833e-05 -0.00089703856841272993 0.00064411263534566395 0.00049756071950303688 -0.00011865064852588006 -0.00049071337969702918 6.7164532374590642e-05 -0.00033241172088310122 0.00036610031174859618 -0.00080543718865121031 0.00023258480097865686 0.00088829299407238566 -0.00096351215435701992 0.0018146896485466805 -0.00077034780391841199 2.8739538115974947e-05 -0.00033171007149080241 -0.00044612532132305206 0.0014398763330927978 0.00015754186018966722
leaf_weight=20 27 32 22 21 25 26 21 26 20 21 1974 24 20 33 38 28 20 20 32 23 30 22 21 22 25 446 22 20 20 20
leaf_count=20 27 32 22 21 25 26 21 26 20 21 1974 24 20 33 38 28 20 20 32 23 30 22 21 22 25 446 22 20 20 20
internal_value=0 -2.14913e-06 -5.51188e-06 -1.61926e-06 1.13982e-06 -1.47208e-06 3.65159e-06 -3.32844e-10 3.6819e-06 -1.28662e-06 1.88254e-06 -0.000110003 1.02583e-05 -3.28582e-06 0.000167757 -0.000117853 0.000355639 1.59949e-05 0.000136135 5.03516e-06 -0.000217878 9.59317e-06 -1.01516e-05 8.5153e-05 5.08441e-05 9.27416e-05 0.00074149 -3.08689e-07 0.000383764 0.000798709
internal_weight=0 3101 3074 3042 3021 2996 2970 2949 2927 2907 2886 201 2685 177 71 106 40 78 58 2645 53 2592 2055 537 515 490 44 2034 60 40
internal_count=3121 3101 3074 3042 3021 2996 2970 2949 2927 2907 2886 201 2685 177 71 106 40 78 58 2645 53 2592 2055 537 515 490 44 2034 60 40
is_linear=0
shrinkage=0.1


Tree=1953
num_leaves=31
num_cat=0
split_feature=1447 1447 42 160 1447 0 4 479 481 160 1 2 2 1374 151 151 0 1455 1456 1456 0 1447 2 2 130 130 2 13 400 2
split_gain=0.000208718 0.00142953 0.000763345 0.000666077 0.000586077 0.00110129 0.000557795 0.000283351 0.000468856 0.000465357 0.00054153 0.000349803 0.00215122 0.0011441 0.00109246 0.00107636 0.000941184 0.000731144 0.00135967 0.00129325 0.000830486 0.000750065 0.000917688 0.000821079 0.000807175 0.00187993 0.00138599 0.00133419 0.00103492 0.00117058
threshold=-0.085804999999999979 -0.086359999999999978 0.087665000000000007 -0.090764999999999985 -0.084334999999999979 -0.086284999999999987 -0.015624999999999998 0.10713500000000002 -0.15265499999999996 -0.53327999999999987 0.079415000000000013 0.087625000000000022 0.087415000000000007 0.087855000000000016 -0.16239999999999996 -0.52488999999999986 -0.26609999999999995 -0.088559999999999986 -0.077944999999999987 -0.062944999999999987 -0.16360999999999995 -0.076814999999999981 0.08708500000000001 0.086590000000000014 0.091705000000000023 0.087570000000000023 0.086000000000000007 -0.086254999999999984 -0.090569999999999998 0.085485000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -5 8 -6 10 -10 12 13 14 -11 -13 -17 -16 -19 -20 -21 -22 23 24 25 26 28 -28 -23 -30
right_child=4 -3 -4 6 7 -7 -8 -9 9 11 -12 15 -14 -15 17 16 -18 18 19 20 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00050431522208132921 0.00091020823223516342 -0.00082034545484930286 0.00053066909980164687 -0.00025163351535371952 -0.00037218135548755527 -0.00013921461970312521 0.00042442587011744487 0.00030590137299441267 0.00066029915748083083 0.00075828090077266095 -1.2054638005793096e-05 -0.00067343315831049739 0.00079717906515320972 -0.00073722610846743925 -0.0004662592013764586 -0.00065956732217708363 -1.5068970095979484e-05 0.00060628137449757799 -0.00079127260352834143 0.00065863965312018991 0.00052878094095460792 0.00059498791515286413 -0.00056983388827315398 0.00046045207793026633 0.00059159993146419185 -0.00098041091812774541 2.5392530559379932e-05 -0.0010299534672521986 -2.018721023078407e-05 0.00050359954216724467
leaf_weight=28 20 24 24 23 34 20 26 30 23 20 25 26 36 20 31 23 1526 39 20 20 27 31 28 39 22 20 23 25 823 45
leaf_count=28 20 24 24 23 34 20 26 30 23 20 25 26 36 20 31 23 1526 39 20 20 27 31 28 39 22 20 23 25 823 45
internal_value=0 -0.000126604 3.82449e-05 -0.000115238 5.28224e-06 0.000385497 0.000107092 1.37254e-07 -2.99772e-06 1.34262e-06 0.000310115 -3.86873e-06 3.52024e-05 1.29549e-05 2.5324e-05 -3.53489e-05 -2.46387e-05 1.30363e-05 2.58231e-05 5.66466e-06 2.0115e-05 8.32324e-06 -4.98392e-06 1.04011e-05 -7.3461e-06 -2.09726e-05 -7.09903e-07 -0.000524267 2.72442e-05 6.96763e-06
internal_weight=0 125 101 77 2996 40 49 2956 2926 2892 48 2844 1269 1233 1213 1575 1549 1193 1162 1123 1103 1083 1056 1028 989 967 947 48 899 868
internal_count=3121 125 101 77 2996 40 49 2956 2926 2892 48 2844 1269 1233 1213 1575 1549 1193 1162 1123 1103 1083 1056 1028 989 967 947 48 899 868
is_linear=0
shrinkage=0.1


Tree=1954
num_leaves=31
num_cat=0
split_feature=474 2 474 472 1446 1446 0 0 2 2 52 0 13 4 157 34 49 9 2 1426 1429 0 50 4 50 50 1452 50 50 1452
split_gain=0.000210048 0.000826124 0.000421579 0.000378023 0.000335537 0.000637505 0.000417828 0.00149486 0.00117605 0.000587235 0.000783481 0.000536492 0.00103162 0.000823977 0.00113206 0.000418015 0.00101081 0.000925198 0.000496487 0.000357102 0.000511683 0.00084269 0.000399655 0.000616663 0.00040925 0.00150997 0.000708154 0.000740582 0.000740314 0.000495945
threshold=0.10970500000000001 0.11067500000000001 0.10523500000000001 -0.19476999999999997 0.11655500000000001 0.10734500000000001 0.10455500000000001 0.12113000000000002 0.10882500000000002 0.093680000000000013 -0.13993999999999998 0.0059850000000000016 -0.092094999999999982 0.50822500000000004 -0.00078499999999999989 -0.057544999999999992 -1.0000000180025095e-35 0.091905000000000014 -0.080614999999999978 -1.0000000180025095e-35 -0.060529999999999994 -0.080499999999999988 0.14101500000000003 -0.17966999999999997 0.12213000000000002 0.11916500000000001 0.11609000000000001 0.11768500000000003 0.11534500000000002 0.096800000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 11 -8 9 -9 -11 15 -13 14 -14 16 -5 18 -17 -20 21 -21 23 -22 25 26 27 28 29 -25
right_child=1 -3 -4 4 -6 -7 7 8 -10 10 -12 12 13 -15 -16 17 -18 -19 19 20 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00039576745657541327 -0.00048922897273625599 0.00018928319195230656 0.0003973789660786106 -0.00019073278982109662 -0.00031505156760377919 0.00043796303498586922 -0.00093037808308674196 -0.00021739119256380945 -0.00066332869553108415 -7.5622048685685382e-05 0.00066873994937557133 0.00075176732664624952 0.00034828674727256892 0.00056260991375893358 -0.0004059059168260622 0.00049037860851967711 0.00057428318513512541 -0.00058387195614549071 -0.000341766591054693 -4.3168708712242e-05 0.00046726212690204939 0.00081324950733687731 -0.00043612841648361857 -1.4178680925503005e-05 0.00021507562215016438 -0.0008858921148203081 0.00052712254218931773 0.00057222796105114483 -0.00060163691470568837 -0.00050242371050574419
leaf_weight=24 38 34 27 31 34 33 22 30 23 26 31 27 34 25 48 20 39 28 32 27 27 20 22 2235 76 20 24 21 22 21
leaf_count=24 38 34 27 31 34 33 22 30 23 26 31 27 34 25 48 20 39 28 32 27 27 20 22 2235 76 20 24 21 22 21
internal_value=0 -0.00016882 3.98658e-06 4.7182e-07 -2.69265e-06 8.9041e-07 -4.03057e-06 -0.000177893 -2.73957e-05 0.000140724 0.000329206 4.16872e-06 0.000199412 6.00328e-05 -9.31919e-05 -5.6484e-06 0.00023549 -1.21531e-05 -5.91698e-06 -9.81408e-06 -5.59043e-06 0.000321265 -1.1815e-05 -7.99859e-06 -1.33033e-05 -2.07112e-05 -1.32624e-05 -1.89036e-05 -2.43531e-05 -1.87235e-05
internal_weight=0 72 3049 3022 2998 2964 2931 132 110 87 57 2799 134 107 82 2665 70 2595 2567 2547 2515 47 2468 2446 2419 2343 2323 2299 2278 2256
internal_count=3121 72 3049 3022 2998 2964 2931 132 110 87 57 2799 134 107 82 2665 70 2595 2567 2547 2515 47 2468 2446 2419 2343 2323 2299 2278 2256
is_linear=0
shrinkage=0.1


Tree=1955
num_leaves=31
num_cat=0
split_feature=33 120 40 132 1185 0 15 52 42 42 1210 130 1209 42 12 2 2 12 0 13 0 3 3 1210 1210 12 1210 1213 402 4
split_gain=0.000210046 0.000219128 0.000456321 0.000208612 0.00059471 0.000521603 0.0025521 0.000417015 0.000266088 0.00131428 0.00138214 0.000525323 0.000484627 0.00225238 0.000473376 0.00123302 0.00118538 0.00155256 0.000927694 0.000987111 0.00115175 0.000558418 0.000429174 0.000401227 0.000643533 0.000529688 0.000509627 0.000523538 0.000920664 0.000824207
threshold=-0.044254999999999996 0.093680000000000013 -0.24134999999999998 -0.083174999999999985 -0.083264999999999992 -0.073309999999999986 0.091295000000000015 0.090645000000000017 -0.091729999999999992 -0.088934999999999986 -0.42132499999999995 0.087380000000000013 -0.077594999999999983 0.092145000000000019 0.085250000000000006 0.084245000000000014 0.084755000000000011 0.089300000000000004 -0.069444999999999993 0.066795000000000007 -0.079634999999999997 -0.03694999999999999 -0.089089999999999989 -0.086074999999999985 -0.079004999999999978 0.088245000000000004 -0.051429999999999997 -0.42295499999999991 0.11353000000000001 -0.064054999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -4 14 11 -11 -10 13 -12 15 -6 17 -16 19 20 22 -17 -18 25 -25 -14 -26 -28 -29 -30
right_child=1 -3 3 4 8 -7 -8 -9 9 10 12 -13 23 -15 16 21 18 -19 -20 -21 -22 -23 -24 24 26 -27 27 28 29 -31
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leaf_weight=22 23 25 142 21 30 36 21 20 34 23 34 21 25 25 27 26 37 39 21 46 21 26 24 20 34 23 33 2191 28 23
leaf_count=22 23 25 142 21 30 36 21 20 34 23 34 21 25 25 27 26 37 39 21 46 21 26 24 20 34 23 33 2191 28 23
internal_value=0 -2.18581e-06 2.12231e-07 -3.133e-06 4.13851e-06 -9.71645e-05 -0.000165615 -3.11601e-05 1.77684e-07 -1.03972e-05 4.16187e-07 -0.000493856 -6.86869e-06 0.00027624 8.96907e-05 0.000294117 1.17234e-05 -0.000341079 0.000167998 0.000269066 0.00047706 -4.17808e-07 0.000257164 -1.38958e-05 -7.99764e-06 -0.000300079 -1.28898e-05 -7.14651e-06 -1.32652e-06 0.000418692
internal_weight=0 3099 3074 3051 2832 219 183 162 2811 2514 2459 55 2436 59 297 82 215 66 149 128 82 52 61 2377 2329 48 2309 2275 2242 51
internal_count=3121 3099 3074 3051 2832 219 183 162 2811 2514 2459 55 2436 59 297 82 215 66 149 128 82 52 61 2377 2329 48 2309 2275 2242 51
is_linear=0
shrinkage=0.1


Tree=1956
num_leaves=31
num_cat=0
split_feature=12 130 129 390 1186 43 393 132 393 1204 1203 33 9 9 9 0 12 16 13 43 39 31 10 2 11 11 2 3 4 45
split_gain=0.00022695 0.000534229 0.000206126 0.000676268 0.000293957 0.00193388 0.000363557 0.00640806 0.000347824 0.000304041 0.000603067 0.000272277 0.000276736 0.00113014 0.000698472 0.000271364 0.000363658 0.000558053 0.00070936 0.00058009 0.000365651 0.00037202 0.000841185 0.000834835 0.000420077 0.000527982 0.0022793 0.000919233 0.00104297 0.000406542
threshold=0.23631000000000002 -0.22562499999999999 -0.084544999999999981 0.087590000000000015 0.062435000000000011 -0.012164999999999999 0.10358500000000001 -0.083284999999999984 0.091220000000000009 0.057120000000000011 -1.0000000180025095e-35 -0.044254999999999996 0.092235000000000011 0.085355000000000014 0.10750500000000002 0.18019500000000002 -0.095379999999999979 -0.4714549999999999 -0.087074999999999986 0.055925000000000009 0.11536 -1.0000000180025095e-35 -0.0087699999999999983 -1.0000000180025095e-35 0.096435000000000007 0.086080000000000018 0.11093500000000002 -0.16726499999999997 -0.14723499999999998 0.094030000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 8 -8 9 10 -4 -12 13 15 -14 16 17 -13 19 -19 21 22 -18 -23 25 27 -27 28 -25 -29
right_child=-2 2 3 -5 5 -7 7 -9 -10 -11 11 12 14 -15 -16 -17 20 18 -20 -21 -22 23 -24 24 -26 26 -28 29 -30 -31
leaf_value=0.00046272248856257651 -0.00031296471323635756 -0.00027150672685820608 0.000523447803623805 0.00045834996119538119 0.00026896739234669235 -0.00083912131786486764 0.0014758188064054897 -0.000716450996308898 -0.00038310035136722344 -0.0003893578546558274 0.00035658815010849922 -0.00013449965044856071 0.00065942151760238976 -0.00066493538011295301 -0.00014686215356711976 -0.00032404673133546916 8.3975594550851865e-05 0.00094234115930031173 -2.7691405041203383e-05 0.00020595968084307972 -0.00034298174869036303 0.00061608880244999782 -0.00070459526518789066 0.00093942961631744931 0.00032730458379343248 -0.00078174959486111608 0.00038889246442804821 -3.9109049266644054e-06 -4.5826301045183632e-05 -0.00040155007020355421
leaf_weight=25 23 28 22 32 36 28 24 30 24 20 21 38 21 26 22 26 31 23 31 20 32 22 24 22 38 39 29 2317 21 26
leaf_count=25 23 28 22 32 36 28 24 30 24 20 21 38 21 26 22 26 31 23 31 20 32 22 24 22 38 39 29 2317 21 26
internal_value=0 2.32349e-06 -1.42203e-06 1.06151e-06 -3.79519e-06 -0.000215821 8.06265e-07 0.000257891 -3.9891e-06 -8.19937e-07 1.90569e-06 -2.15014e-06 -4.83301e-06 -8.74791e-06 0.000246904 -2.51904e-06 5.62317e-07 0.000176997 0.000336954 0.000599838 -7.03501e-06 -2.85038e-06 -0.000260128 2.7782e-06 -2.63626e-06 -7.74536e-06 -0.000282505 8.51763e-08 0.000458258 -8.32346e-06
internal_weight=0 3098 3073 3045 3013 64 2949 54 2895 2871 2851 2829 2808 2765 43 2739 2713 112 74 43 2601 2569 55 2514 2492 2454 68 2386 43 2343
internal_count=3121 3098 3073 3045 3013 64 2949 54 2895 2871 2851 2829 2808 2765 43 2739 2713 112 74 43 2601 2569 55 2514 2492 2454 68 2386 43 2343
is_linear=0
shrinkage=0.1


Tree=1957
num_leaves=31
num_cat=0
split_feature=130 10 0 1 482 133 12 12 3 482 0 1370 1373 150 1375 150 151 1373 9 12 33 9 49 49 0 49 1 1 3 150
split_gain=0.000266055 0.000674216 0.000931871 0.000535545 0.0002254 0.00053205 0.000887905 0.00169507 0.000967708 0.00052297 0.000479744 0.000318875 0.000283534 0.00132405 0.000675599 0.000484252 0.000636275 0.000468162 0.000376457 0.00142613 0.000800948 0.000909984 0.000448807 0.000804906 0.000757667 0.000645647 0.000662932 0.00104719 0.00064993 0.000781074
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 0.16540500000000002 0.088575000000000015 -0.059434999999999995 0.08493500000000001 0.088045000000000012 -0.082284999999999983 0.096475000000000019 -0.077809999999999976 0.077860000000000026 1.0000000180025095e-35 0.090480000000000019 -0.4078199999999999 0.13251500000000002 0.13340000000000005 0.08789000000000001 0.092235000000000011 -1.0000000180025095e-35 -0.018454999999999996 0.085555000000000006 -0.012034999999999999 -0.0094199999999999978 -0.24955499999999997 -0.054319999999999993 0.10920500000000001 0.094825000000000007 -0.083654999999999993 0.083095000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 11 -6 9 -8 -9 -7 -10 12 14 17 -3 16 18 -14 20 -20 -16 22 25 -24 -25 28 27 -27 29 -22
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leaf_value=-0.00036355905918753709 -6.0084695689424521e-05 -0.00049690797552882167 0.0008936886693118141 -0.00049466144198297786 -0.00033541139134246373 0.00094562959566246718 -0.00065367559609175836 0.00086488370172446607 0.00031323528076908965 0.00022246286098379642 -0.00025137421810844294 -0.00039438841936533295 0.00023591833931277509 0.00081486012786626818 0.00062301962752826518 0.00046407755779165945 -0.00053071938847373855 -0.00041917591379008932 -0.00027569208683891466 0.00083791253981990341 -0.00071355998135494208 -0.00063846035956648063 0.00059795859522874595 0.00052031289046031561 -3.1406243964512844e-06 -0.0005264173769606522 -0.00082315866179256286 0.00028809299951212275 8.1972163336883712e-05 -6.0572451113858415e-05
leaf_weight=20 21 28 20 22 23 20 27 20 34 20 27 21 20 23 20 22 23 24 23 23 26 23 23 28 2223 38 22 27 168 62
leaf_count=20 21 28 20 22 23 20 27 20 34 20 27 21 20 23 20 22 23 24 23 23 26 23 23 28 2223 38 22 27 168 62
internal_value=0 2.34478e-06 0.000405171 -3.05256e-06 5.07482e-07 0.000112039 0.000181576 3.25123e-05 0.000261242 0.000584046 6.33262e-05 -6.14475e-06 -3.27998e-06 0.000199999 -8.18091e-06 -3.20659e-06 -6.97363e-06 -0.000121406 -2.52199e-06 0.00028111 -7.4269e-06 -1.2203e-05 -6.69903e-06 9.38443e-06 3.37057e-06 -0.000113328 -0.000348676 -0.000188082 -3.33466e-05 -0.000253501
internal_weight=0 3101 41 3060 3038 171 148 108 81 40 61 2867 2846 67 2779 2751 2729 44 2706 46 2660 2640 2617 2274 2251 343 87 65 256 88
internal_count=3121 3101 41 3060 3038 171 148 108 81 40 61 2867 2846 67 2779 2751 2729 44 2706 46 2660 2640 2617 2274 2251 343 87 65 256 88
is_linear=0
shrinkage=0.1


Tree=1958
num_leaves=31
num_cat=0
split_feature=33 47 2 402 39 44 1453 49 47 48 13 42 12 157 3 47 131 13 484 131 1209 1208 1208 1209 0 1348 1426 1428 51 133
split_gain=0.000273786 0.000280704 0.00135879 0.000867818 0.000483227 0.000502204 0.00121511 0.000585241 0.00151655 0.000817553 0.00074825 0.000812322 0.000692043 0.000596976 0.00070067 0.000647799 0.000453265 0.000638209 0.000400716 0.000388061 0.000377236 0.000377812 0.000887692 0.00072172 0.00036486 0.000432061 0.000726495 0.000448341 0.000797221 0.00255981
threshold=-0.012019999999999998 0.079365000000000005 -1.0000000180025095e-35 0.088505000000000014 0.10076500000000001 0.10049500000000001 -1.0000000180025095e-35 0.098895000000000025 0.11002500000000003 0.12737000000000001 -0.076599999999999988 -0.069529999999999995 0.091625000000000012 -0.062424999999999994 -0.077774999999999983 0.097970000000000015 0.089255000000000015 -0.086134999999999975 -0.51117999999999986 0.13767000000000004 0.14268500000000003 0.11253500000000001 0.10233500000000001 -0.097919999999999993 -0.26343999999999995 0.087660000000000016 -0.089244999999999977 -0.071779999999999997 -0.43587999999999999 0.090665000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 18 -3 4 5 6 -4 10 -9 -10 12 -12 16 -13 -15 -16 17 -8 -2 20 21 22 23 -20 -25 26 -26 -28 29 -29
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leaf_weight=28 22 25 24 22 23 23 45 20 20 24 38 25 24 23 22 38 21 23 20 21 20 20 24 21 20 34 20 20 2388 23
leaf_count=28 22 25 24 22 23 23 45 20 20 24 38 25 24 23 22 38 21 23 20 21 20 20 24 21 20 34 20 20 2388 23
internal_value=0 2.81804e-06 7.67916e-05 3.366e-05 -5.54074e-07 2.70926e-05 5.70868e-05 6.07783e-06 0.000276864 -5.13273e-05 -6.08345e-05 -0.000210367 0.000132367 -0.000350283 -0.000479315 -0.000299426 3.85678e-06 0.000129268 -9.45048e-06 -5.89662e-06 -2.4517e-06 -5.7925e-06 -2.42323e-06 -8.12935e-06 -3.3918e-06 -6.87159e-06 -1.99999e-06 -6.89804e-06 -3.01872e-06 0.000423737
internal_weight=0 3093 440 415 393 370 347 323 64 44 259 146 113 108 83 60 89 68 2653 2631 2610 2590 2570 2546 2526 2505 2471 2451 2431 43
internal_count=3121 3093 440 415 393 370 347 323 64 44 259 146 113 108 83 60 89 68 2653 2631 2610 2590 2570 2546 2526 2505 2471 2451 2431 43
is_linear=0
shrinkage=0.1


Tree=1959
num_leaves=31
num_cat=0
split_feature=33 10 16 40 13 51 33 31 39 1366 454 45 1375 1375 1 48 12 12 4 2 1 39 0 12 16 157 51 52 0 49
split_gain=0.000221767 0.00024865 0.00317093 0.00369055 0.00107241 0.000472376 0.00051165 0.000250682 0.00097803 0.000248961 0.000410889 0.000346317 0.000310456 0.000304843 0.000565808 0.000512747 0.00048766 0.00152488 0.00224752 0.000682875 0.00139565 0.00235342 0.00115577 0.00108986 0.00237864 0.00402182 0.00386666 0.00594378 0.00208631 0.00134406
threshold=-0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 -1.0000000180025095e-35 -0.013304999999999999 0.087305000000000008 0.082285000000000011 -1.0000000180025095e-35 0.091400000000000009 -0.079979999999999982 -0.037229999999999992 0.094030000000000016 0.08517000000000001 0.089070000000000024 0.088875000000000023 -0.11155999999999998 0.079890000000000017 0.082850000000000021 -0.07712999999999999 0.10584500000000001 0.10089500000000001 0.084020000000000011 0.024095000000000002 -0.010834999999999999 -0.095964999999999981 -0.0036449999999999994 0.090560000000000015 -0.068719999999999989 -0.09515499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=28 21 21 24 21 21 21 21 22 20 22 24 32 28 20 23 70 30 2099 25 27 211 28 24 20 64 23 24 21 59 27
leaf_count=28 21 21 24 21 21 21 21 22 20 22 24 32 28 20 23 70 30 2099 25 27 211 28 24 20 64 23 24 21 59 27
internal_value=0 2.53624e-06 0.000138445 0.000815824 -0.000224436 -1.81458e-05 -0.00021177 -3.37883e-06 -0.000248931 6.54614e-08 -3.78461e-06 -4.6255e-07 0.00022129 3.2508e-06 -0.000260969 7.34355e-06 1.1357e-05 -1.0823e-05 -0.000530604 9.12497e-05 -1.88779e-05 -0.000472341 8.72518e-05 0.000194941 0.000354631 0.000572152 0.00110765 0.00166457 -2.66443e-05 -0.000256277
internal_weight=0 3093 129 45 84 63 42 2964 41 2923 2873 2851 50 2819 43 2776 2752 2154 55 598 290 55 235 308 179 132 68 44 129 47
internal_count=3121 3093 129 45 84 63 42 2964 41 2923 2873 2851 50 2819 43 2776 2752 2154 55 598 290 55 235 308 179 132 68 44 129 47
is_linear=0
shrinkage=0.1


Tree=1960
num_leaves=31
num_cat=0
split_feature=130 10 0 10 42 34 1 9 0 10 15 49 49 2 13 13 3 49 15 52 1373 150 3 1 1452 0 3 3 13 42
split_gain=0.000206682 0.000598038 0.000654237 0.000551965 0.000501137 0.000432292 0.00157885 0.000403022 0.0011399 0.000366957 0.000222957 0.000664481 0.000309441 0.000632343 0.000334926 0.00148151 0.000864202 0.00062551 0.000607171 0.000577216 0.000457185 0.000635591 0.000771201 0.000607436 0.000446157 0.000420837 0.000418456 0.003608 0.00104532 0.00309927
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.086389999999999981 0.084755000000000011 -0.057544999999999992 0.10612500000000001 0.088235000000000022 -0.0058249999999999994 -0.0087699999999999983 0.19724500000000003 -0.18481499999999998 -0.12164499999999999 0.09580000000000001 -0.17933499999999997 -0.40078499999999995 0.14121000000000003 -0.061079999999999988 -0.24436499999999997 -0.069804999999999992 -1.0000000180025095e-35 0.14500000000000005 0.11924500000000002 0.111945 0.11609000000000001 -0.24955499999999997 -0.072624999999999981 -0.073309999999999986 -0.081224999999999978 0.089810000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -5 10 -9 -8 11 -7 13 -13 15 17 20 -14 -19 -20 -16 22 24 -24 25 -22 27 -27 29 -28
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leaf_weight=20 21 20 20 22 25 21 29 28 22 31 33 35 20 23 24 32 23 23 20 36 27 20 20 24 29 1847 26 24 513 63
leaf_count=20 21 20 20 22 25 21 29 28 22 31 33 35 20 23 24 32 23 23 20 36 27 20 20 24 29 1847 26 24 513 63
internal_value=0 2.06666e-06 0.000381453 -3.01662e-06 -0.000350659 2.17207e-06 0.000228634 -4.15928e-06 -0.000285638 -3.70714e-05 7.22422e-07 -2.27e-06 1.89018e-06 0.000230491 -2.89468e-06 -0.000158966 4.84976e-06 3.22284e-05 0.000158702 0.000336371 -5.13978e-07 3.50716e-06 -8.57826e-07 -0.000415919 6.36348e-06 1.83973e-06 -2.4473e-06 2.08859e-05 -7.49663e-05 -0.000391332
internal_weight=0 3101 41 3060 45 3015 82 2933 50 60 2883 2850 2829 58 2771 131 2640 99 79 56 2617 2593 2573 44 2529 2500 2473 1871 602 89
internal_count=3121 3101 41 3060 45 3015 82 2933 50 60 2883 2850 2829 58 2771 131 2640 99 79 56 2617 2593 2573 44 2529 2500 2473 1871 602 89
is_linear=0
shrinkage=0.1


Tree=1961
num_leaves=31
num_cat=0
split_feature=33 9 2 40 39 43 43 2 157 402 51 13 43 52 1374 133 15 133 1371 43 15 160 43 457 1447 12 12 12 12 43
split_gain=0.000207975 0.000291173 0.0022427 0.000224888 0.000496772 0.000224592 0.00126874 0.00120555 0.00223465 0.00103508 0.000910563 0.00165206 0.00108313 0.00185937 0.000889959 0.000883095 0.00153518 0.000880359 0.000747369 0.000782076 0.00187997 0.00302304 0.00108157 0.000735971 0.000749851 0.000963701 0.00183133 0.00171522 0.00138266 0.00187086
threshold=-0.009184999999999997 0.091600000000000015 -0.15339499999999998 -0.24290999999999999 0.15009500000000003 -0.082389999999999977 -0.082144999999999982 0.087625000000000022 -0.087319999999999995 0.095250000000000015 -0.014904999999999998 -0.082759999999999986 -0.14169499999999999 0.061605000000000007 0.085820000000000021 0.086910000000000015 -0.0072999999999999992 0.083950000000000011 0.083235000000000017 -0.081154999999999991 -0.092489999999999989 -0.082179999999999989 -0.080554999999999974 0.084365000000000009 -0.084114999999999981 0.088795000000000013 0.087215000000000015 0.090285000000000018 0.094435000000000005 -0.10131
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=31 23 33 21 32 21 22 22 21 33 21 94 46 29 34 26 44 21 23 23 37 20 33 2038 33 150 22 27 25 92 24
leaf_count=31 23 33 21 32 21 22 22 21 33 21 94 46 29 34 26 44 21 23 23 37 20 33 2038 33 150 22 27 25 92 24
internal_value=0 2.5856e-06 0.000232756 -1.50834e-06 8.69575e-07 -2.53222e-06 -1.90415e-05 4.29356e-05 0.000179821 -6.75661e-05 0.000101084 -0.000194141 0.000196278 0.000362173 -0.000101823 0.000173008 -4.02843e-05 0.00025114 -1.13917e-05 -5.32597e-06 0.000311911 0.000634477 -1.67924e-05 -6.44297e-05 -0.000105752 -0.00014157 -0.000303132 3.3868e-05 -9.42672e-05 -0.000523353
internal_weight=0 3090 54 3036 3013 2992 2195 797 356 441 324 79 245 151 420 117 73 52 2173 2150 75 53 2075 394 361 340 177 163 141 49
internal_count=3121 3090 54 3036 3013 2992 2195 797 356 441 324 79 245 151 420 117 73 52 2173 2150 75 53 2075 394 361 340 177 163 141 49
is_linear=0
shrinkage=0.1


Tree=1962
num_leaves=31
num_cat=0
split_feature=97 30 9 150 33 34 9 2 4 1 47 41 44 0 147 147 48 151 15 0 15 160 3 151 3 3 0 2 12 0
split_gain=0.000202449 0.00039985 0.000243116 0.0021123 0.000592348 0.000495883 0.000409964 0.000914858 0.000293718 0.000299684 0.000451095 0.000341896 0.000259348 0.000421049 0.000349013 0.000438011 0.00029651 0.00043412 0.000296746 0.00087769 0.00150878 0.00237265 0.00113167 0.0024768 0.00278233 0.00142461 0.00187846 0.00274486 0.00124148 0.00226508
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 -7 9 10 11 12 13 -9 15 16 17 -15 -18 20 21 -20 25 -24 -25 26 -22 -28 29 -26
right_child=1 -3 4 -5 -6 6 -8 8 -10 -11 -12 -13 -14 14 -16 -17 18 -19 19 -21 22 -23 23 24 28 -27 27 -29 -30 -31
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leaf_weight=24 27 25 28 20 21 33 35 21 32 27 25 23 21 31 59 21 566 21 22 1626 130 27 33 27 49 28 22 24 45 28
leaf_count=24 27 25 28 20 21 33 35 21 32 27 25 23 21 31 59 21 566 21 22 1626 130 27 33 27 49 28 22 24 45 28
internal_value=0 2.24206e-06 -9.99375e-07 -0.000226688 2.50719e-06 6.20705e-06 2.26609e-06 -1.78286e-06 4.15854e-06 8.06195e-07 3.94868e-06 2.04766e-07 3.35775e-06 6.00242e-06 2.60713e-06 -2.65049e-06 9.15527e-07 0.000237378 -3.76511e-06 -2.1378e-05 -0.000147545 -0.000670259 -8.11906e-05 -0.000262469 -0.000436079 8.05381e-05 -2.48657e-05 -0.000574075 -0.00023279 -0.000476656
internal_weight=0 3097 3072 47 3025 3004 2976 2941 2908 2876 2849 2824 2801 2780 2759 2700 2679 52 2627 2061 435 49 386 182 149 204 176 46 122 77
internal_count=3121 3097 3072 47 3025 3004 2976 2941 2908 2876 2849 2824 2801 2780 2759 2700 2679 52 2627 2061 435 49 386 182 149 204 176 46 122 77
is_linear=0
shrinkage=0.1


Tree=1963
num_leaves=31
num_cat=0
split_feature=448 0 457 1374 3 49 2 475 475 2 2 1 15 16 48 0 15 11 49 151 160 43 1 13 1212 150 147 1 1 1
split_gain=0.00020829 0.00039864 0.000333167 0.000398777 0.000306764 0.000946485 0.000869459 0.000544522 0.00164233 0.000540111 0.000741564 0.000526535 0.000557495 0.00174168 0.000691568 0.000490279 0.00159992 0.00532331 0.00118806 0.00101778 0.000942549 0.00119087 0.00080865 0.000554021 0.000452715 0.000433702 0.000556457 0.00052199 0.000757745 0.000540728
threshold=0.068920000000000023 -0.26343999999999995 0.31508000000000008 -0.096434999999999979 0.092670000000000016 -0.066894999999999982 0.10327000000000001 -0.080004999999999979 -0.011519999999999997 1.0000000180025095e-35 0.10045500000000002 0.10439500000000002 -0.43375999999999998 -0.11227499999999999 0.13252500000000003 -0.14116499999999996 -0.015039999999999998 1.0000000180025095e-35 -0.087004999999999985 -0.087374999999999994 -0.046074999999999991 -1.0000000180025095e-35 0.078340000000000007 -0.15416999999999995 -0.47386499999999993 0.12765500000000005 0.092070000000000013 0.14804000000000003 0.13820500000000002 0.13332000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 15 6 -6 -7 -9 -10 -11 -12 -13 -14 -15 16 18 -18 -5 -20 -21 -22 -19 -17 -25 26 27 28 29 -26
right_child=-2 2 -4 4 5 7 -8 8 9 10 11 12 13 14 -16 23 17 22 19 20 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00034778327240157086 -0.00032167922894586813 -0.00040443575053359385 -0.00033898523176723191 -0.00067834784334991132 0.0010059372102841737 0.00043455171388424266 0.00016543992933293339 -0.00069577552521877812 -0.0003017422413611184 0.00058444898968446068 -0.00041186205177967043 -0.00022536560310982168 0.00085523648641913424 -0.00051984927744011989 0.00029263635282404725 0.00053119346033781768 -0.0018754829103792355 0.00050756842043483638 -0.00024961813618320713 -0.00019046287876941885 0.00022130239192004564 0.0011203160640434362 -0.00029826660377721333 -0.00038334971410222354 3.6068527276113561e-06 -0.00037038141104858371 0.0004723211445917304 0.0004920309504748069 -0.00048848164353271824 0.00042405692454908168
leaf_weight=33 20 24 29 20 20 28 32 32 31 32 21 30 31 22 20 20 21 20 43 24 41 23 33 30 2301 30 26 22 31 31
leaf_count=33 20 24 29 20 20 28 32 32 31 32 21 30 31 22 20 20 21 20 43 24 41 23 33 30 2301 30 26 22 31 31
internal_value=0 2.07467e-06 -1.64384e-06 1.57528e-06 4.80721e-06 0.000100944 0.000488708 1.93089e-05 -3.37815e-05 7.95009e-05 0.000155261 4.45024e-05 0.000137548 0.00028669 -0.000132951 -5.77628e-06 -0.000147145 -0.000528062 3.95299e-05 0.00014913 0.000343972 0.000544385 5.82208e-06 6.99284e-06 2.75002e-06 7.4952e-06 1.21971e-05 7.18108e-06 2.66703e-06 9.19603e-06
internal_weight=0 3101 3068 3039 3015 299 52 247 219 187 156 124 103 73 42 2716 225 74 151 131 88 64 53 2491 2471 2441 2411 2385 2363 2332
internal_count=3121 3101 3068 3039 3015 299 52 247 219 187 156 124 103 73 42 2716 225 74 151 131 88 64 53 2491 2471 2441 2411 2385 2363 2332
is_linear=0
shrinkage=0.1


Tree=1964
num_leaves=31
num_cat=0
split_feature=34 34 97 123 11 9 9 9 160 1372 1372 1429 51 457 1212 1456 483 42 16 133 52 16 43 1 43 1 12 159 43 457
split_gain=0.000214665 0.00037804 0.00106948 0.000756703 0.000442311 0.000246286 0.000658679 0.000454891 0.000227153 0.00168016 0.00133311 0.00089508 0.00250792 0.000838475 0.000632397 0.000650211 0.000946547 0.00198734 0.0009365 0.00083736 0.000980883 0.00179444 0.000655583 0.00125797 0.00176175 0.00111005 0.00214437 0.000934201 0.00078392 0.000531454
threshold=-0.112215 -0.057544999999999992 -0.079444999999999988 0.085110000000000005 -1.0000000180025095e-35 0.092235000000000011 0.10629500000000001 0.085355000000000014 -0.085764999999999994 -1.0000000180025095e-35 -0.065504999999999994 0.032755000000000006 -0.085164999999999977 -0.14786499999999997 0.087615000000000012 -0.087454999999999991 0.10143000000000001 0.10571500000000002 -0.022939999999999999 -0.093189999999999981 -0.012859999999999998 -0.0064149999999999997 -0.079584999999999975 0.092695000000000013 -0.083434999999999995 0.092945000000000014 0.089005000000000015 -0.056644999999999994 -0.090869999999999992 -0.08798499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 7 -7 8 9 -6 -10 14 -13 -12 15 18 17 19 -11 -17 21 -21 23 24 28 26 -24 -27 -22 -15
right_child=1 4 -4 -5 5 6 -8 -9 10 11 13 12 -14 29 -16 16 -18 -19 -20 20 22 -23 25 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00026183772265099954 0.00030221304696169686 -0.00044963756128440358 0.00075843179877119844 -0.00048150050795150247 0.00095831319456920029 0.00063686026343410574 -0.00015517085363777976 -0.00044601473618177288 -0.00077049645453529511 9.7975764300725935e-05 0.00053849765182738859 -0.0011326351275480798 0.00017309933142601759 -0.00042329054284040939 -0.00041684921551495794 -0.00044951321132487011 -0.00045915059621840941 0.00097922618351731217 0.00092611851571498198 7.0513706077690591e-06 -0.00032693890209296064 0.0011966969014056738 -9.9530105590757388e-05 0.00045603172067890579 -0.00090579867760157769 -0.0006598476244582107 0.0010092382634259898 0.00024145603149562428 0.00039479873177899414 -6.4628798938549995e-06
leaf_weight=31 28 22 25 22 20 21 21 23 23 36 28 24 38 31 25 32 33 24 22 32 34 21 37 26 34 23 33 23 27 2302
leaf_count=31 28 22 25 22 20 21 21 23 23 36 28 24 38 31 25 32 33 24 22 32 34 21 37 26 34 23 33 23 27 2302
internal_value=0 2.62686e-06 0.000224397 -4.26209e-05 -2.8898e-06 3.94009e-07 0.000240845 -3.0282e-06 4.51547e-07 5.87595e-05 -1.28536e-05 2.44254e-05 -0.000332346 -5.47294e-06 7.23038e-05 0.000100287 5.25696e-05 0.000101375 0.000412099 3.59454e-05 8.95132e-05 0.00047842 2.54243e-06 -0.000160303 -0.000328984 0.000172407 0.000423175 -0.000209196 -7.48126e-06 -1.20015e-05
internal_weight=0 3090 75 50 3015 2993 42 2951 2928 544 2384 524 62 2361 462 437 379 346 58 322 290 53 237 121 95 116 70 46 61 2333
internal_count=3121 3090 75 50 3015 2993 42 2951 2928 544 2384 524 62 2361 462 437 379 346 58 322 290 53 237 121 95 116 70 46 61 2333
is_linear=0
shrinkage=0.1


Tree=1965
num_leaves=31
num_cat=0
split_feature=151 132 132 4 4 15 15 12 16 42 12 121 33 402 43 133 133 131 131 1204 131 480 131 131 0 13 3 51 481 481
split_gain=0.000227532 0.000214582 0.000902162 0.000844927 0.00127763 0.000687468 0.000587916 0.00135861 0.00060153 0.000548441 0.000320344 0.000537409 0.000314855 0.000319646 0.00134651 0.000387702 0.000292765 0.000388507 0.000562864 0.000570351 0.000374617 0.00133312 0.00105585 0.00123805 0.000575096 0.000850288 0.000827025 0.000616996 0.000460081 0.000788503
threshold=-0.5666199999999999 0.093160000000000007 0.090050000000000005 -0.088784999999999989 -0.084369999999999987 -0.070929999999999979 -0.26481999999999994 0.085325000000000012 -0.077074999999999991 -0.080354999999999982 0.23631000000000002 -0.081149999999999986 -0.012019999999999998 -0.45015499999999992 0.055925000000000009 0.50628500000000021 0.41484500000000007 0.11863000000000001 0.11029000000000001 0.053645000000000005 0.089415000000000008 -0.095389999999999989 0.090495000000000006 0.091440000000000007 -0.064339999999999994 -0.082199999999999981 -0.074939999999999993 -0.011165 -0.13925499999999996 -0.086484999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -3 -5 -4 -6 -8 9 -9 11 -2 -13 14 -14 16 17 18 19 20 21 -15 -22 -24 25 -25 27 -27 -23 -30
right_child=1 3 5 4 6 -7 7 8 -10 -11 -12 12 13 15 -16 -17 -18 -19 -20 -21 22 28 23 24 -26 26 -28 -29 29 -31
leaf_value=0.00032805391598404168 0.00045285212377516124 -0.00041513607762421346 -7.5411919377594522e-05 0.00088934932040997828 -0.00031447827763434865 -0.00089461866635247127 0.00092778440506663179 -0.00064060810022056099 0.00022800434905100644 6.8431989863408183e-05 -0.00039170889982155391 -0.0003807083158542148 -0.00076599318199441777 0.00078282959181127487 0.00020983635725814009 0.00033467348116183923 -0.00037222810039695887 -0.00038205163839917923 0.00046064603687867659 0.00047706566005945202 -0.00064251851245524666 -0.00037581969363600367 0.00068676750220003592 -0.0005481559439571216 -0.00058221030461330279 0.00027204840218708398 0.00066819849074818195 -0.0003256428486798914 0.0003987924871325959 -2.6309255176141228e-06
leaf_weight=21 26 28 21 22 31 20 20 20 63 24 21 22 26 22 31 35 21 26 27 25 34 32 21 26 24 31 20 39 50 2292
leaf_count=21 26 28 21 22 31 20 20 20 63 24 21 22 26 22 31 35 21 26 27 25 34 32 21 26 24 31 20 39 50 2292
internal_value=0 -2.2223e-06 -9.27813e-06 9.58808e-05 0.000175372 -0.000475025 7.59579e-05 0.000171261 2.9855e-05 -0.000253859 -2.58027e-06 3.07261e-07 -3.88895e-06 -9.09066e-07 -0.000235279 3.99335e-06 -3.09182e-07 2.61712e-06 6.40122e-06 1.71292e-06 -2.87366e-06 7.97394e-06 -0.00013616 -2.92272e-05 -0.000136626 -4.44367e-05 0.000101082 -6.0951e-05 7.93308e-07 5.93917e-06
internal_weight=0 3100 2892 208 180 41 158 127 107 44 2851 2830 2804 2782 57 2725 2690 2669 2643 2616 2591 2396 195 161 140 116 90 70 2374 2342
internal_count=3121 3100 2892 208 180 41 158 127 107 44 2851 2830 2804 2782 57 2725 2690 2669 2643 2616 2591 2396 195 161 140 116 90 70 2374 2342
is_linear=0
shrinkage=0.1


Tree=1966
num_leaves=31
num_cat=0
split_feature=158 484 42 12 43 160 160 3 40 106 4 33 160 42 479 13 479 1447 12 1447 1447 2 2 484 474 0 484 3 1371 0
split_gain=0.000216475 0.000673995 0.0015094 0.000696366 0.00131238 0.000721864 0.000530533 0.000416016 0.000396121 0.000346555 0.000405421 0.000405964 0.000329805 0.000910423 0.000791806 0.000883006 0.000692462 0.000476094 0.00215797 0.0026255 0.00160624 0.000350072 0.00168621 0.00145645 0.00436747 0.0012736 0.00104794 0.000983258 0.000936913 0.000932386
threshold=0.10667500000000002 0.090535000000000018 0.097640000000000018 0.097325000000000009 -0.011694999999999999 0.31396500000000005 -0.016279999999999996 -0.084074999999999997 -0.24134999999999998 0.088100000000000012 0.62931500000000018 0.085305000000000006 -0.54913999999999985 0.089535000000000017 0.10061500000000002 -0.077799999999999994 0.081240000000000021 -0.085684999999999997 0.083985000000000018 -0.086849999999999997 -0.084094999999999989 0.087625000000000022 0.087470000000000006 0.085790000000000019 0.08393500000000001 -0.16360999999999995 0.082450000000000009 0.086245000000000016 0.081810000000000008 -0.26609999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 6 -2 -6 -1 10 11 12 13 -10 16 -16 17 18 -14 -20 -19 22 23 25 -25 -22 27 -27 29 -23
right_child=1 -3 -4 -5 7 -7 -8 -9 9 -11 -12 -13 14 -15 15 -17 -18 20 19 -21 21 28 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0003949806312868112 0.00033983865636400879 -0.00060052193027028509 0.00077883000776637348 -0.0006817202189094609 -0.00018712677230637166 0.00064576832024613399 -0.00037179185310378673 -0.00082439504272770149 -0.0001168978354447366 0.00035952815040353155 -0.00037907612942425267 -0.00035089144130324713 0.00095819290020569641 0.00076101369534929599 -0.00090893262531608352 -4.0702137124279273e-07 0.00058152028387190686 -0.00089528279961086825 0.00036985229818560001 -0.0010393874283181504 0.00084978938481071974 -0.00064964119506918873 0.00082685559237789775 8.6755195316381102e-05 -0.0015132528254374242 4.5451556097665016e-05 0.00074291380454572691 -0.00057778071652417285 -0.00067548326438885526 -7.8567918994642692e-06
leaf_weight=26 20 24 20 21 21 25 22 20 27 27 28 32 28 21 20 23 21 20 39 20 20 23 27 59 24 960 21 26 22 1434
leaf_count=26 20 24 20 21 21 25 22 20 27 27 28 32 28 21 20 23 21 20 39 20 20 23 27 59 24 960 21 26 22 1434
internal_value=0 -0.000108717 -2.95002e-05 -0.000154823 -5.23704e-05 0.000220322 -3.29202e-05 -0.000497989 6.37993e-06 2.92216e-06 -4.03703e-07 3.29453e-06 7.29239e-06 0.000267188 2.81625e-06 -0.000422977 9.48867e-06 5.07711e-06 0.00023524 -0.000107856 -2.51931e-06 4.30609e-06 4.60279e-05 2.70348e-05 -0.000375898 5.9599e-05 4.3905e-05 2.90174e-05 -2.77681e-05 -1.79879e-05
internal_weight=0 173 149 129 108 67 42 41 2948 2922 2895 2867 2835 48 2787 43 2744 2723 87 59 2636 2616 1137 1110 83 1027 1007 986 1479 1457
internal_count=3121 173 149 129 108 67 42 41 2948 2922 2895 2867 2835 48 2787 43 2744 2723 87 59 2636 2616 1137 1110 83 1027 1007 986 1479 1457
is_linear=0
shrinkage=0.1


Tree=1967
num_leaves=31
num_cat=0
split_feature=130 15 1 158 42 1447 2 158 484 158 1452 3 15 483 151 1456 156 482 484 484 1447 12 159 403 133 403 1209 1212 1210 43
split_gain=0.000225214 0.000386543 0.000687735 0.000239881 0.000656328 0.00137827 0.000683881 0.00116309 0.00118773 0.000550787 0.000601524 0.000571359 0.000539449 0.000521512 0.000475071 0.000357725 0.000720461 0.000769484 0.000493612 0.000420229 0.000348708 0.00181302 0.00151527 0.00113924 0.00316614 0.000810388 0.00059364 0.000501858 0.000391829 0.00147273
threshold=-0.22699999999999995 -0.5556049999999999 0.13075500000000004 0.096590000000000023 0.087550000000000017 -0.082229999999999984 0.083795000000000022 0.11651000000000002 -1.0000000180025095e-35 0.08673500000000002 -1.0000000180025095e-35 -0.081054999999999974 0.092715000000000006 -0.065184999999999979 -0.016164999999999995 -0.077944999999999987 -0.084204999999999988 0.11325 -0.077099999999999988 -0.011659999999999998 -0.085684999999999997 0.083985000000000018 -0.092414999999999983 -0.54856499999999986 0.40431 -0.53960999999999981 -0.089214999999999989 -0.47386499999999993 -0.0061249999999999994 0.0034250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 6 -6 -5 8 -8 10 -3 -11 13 -7 -13 16 -12 18 -18 -20 21 -17 -23 24 -22 -25 -27 -28 29 -29
right_child=1 3 -4 4 5 12 7 -9 -10 11 15 14 -14 -15 -16 20 17 -19 19 -21 23 22 -24 25 -26 26 27 28 -30 -31
leaf_value=-0.00029308585541842219 -7.2277935093249346e-05 -0.00054743328928452684 0.00071133482380814506 6.9558576797135174e-05 0.00078145959222721017 -0.00035115946527747885 -0.00020279270413863871 6.0241212902058445e-05 -0.0012229282521875576 -7.7543879412517592e-05 -0.00037352098928143587 0.00017290879797656091 -0.00054801351812091615 0.00027589997175204599 0.00085390805913145105 0.00084248584592795195 0.00051111607742495842 0.00079478281065596755 -0.0003550018352024895 0.00017904230704383426 -0.0014132248514908412 0.00040851065869285395 -0.0005452754233071271 0.00063098922808421784 0.00023766393826987883 -0.0004056705950878913 -0.00048879208375832866 0.00027711976283611165 -9.3891646520333857e-06 -0.00046120436904443932
leaf_weight=26 24 20 21 39 22 21 21 28 25 26 21 20 21 36 21 29 25 22 23 41 21 31 36 20 26 37 21 149 2215 33
leaf_count=26 24 20 21 39 22 21 21 28 25 26 21 20 21 36 21 29 25 22 23 41 21 31 36 20 26 37 21 149 2215 33
internal_value=0 2.46211e-06 0.000293408 -1.83054e-06 -0.00010418 8.24188e-05 -0.000269313 -0.000447907 -0.000757214 5.85382e-06 -9.98847e-07 0.000289166 -0.000114747 4.48781e-05 0.000521713 2.97522e-06 0.000163598 0.000265215 0.00013431 -1.28798e-05 -5.12338e-06 0.000181938 -0.000103971 -1.22439e-05 -0.000499967 -2.98204e-06 -8.14678e-06 -2.06391e-06 2.20029e-06 0.000143248
internal_weight=0 3095 45 3050 213 100 113 74 46 2837 2770 67 78 57 41 2750 132 111 89 64 2618 96 67 2522 47 2475 2455 2418 2397 182
internal_count=3121 3095 45 3050 213 100 113 74 46 2837 2770 67 78 57 41 2750 132 111 89 64 2618 96 67 2522 47 2475 2455 2418 2397 182
is_linear=0
shrinkage=0.1


Tree=1968
num_leaves=31
num_cat=0
split_feature=1447 2 1446 3 481 0 481 0 1447 481 16 160 154 474 1420 0 0 12 2 2 1 12 1 46 1 41 33 1 13 11
split_gain=0.000257127 0.000438157 0.000299044 0.00178578 0.0031793 0.00170903 0.0028934 0.00186283 0.00129117 0.00118715 0.00141397 0.000905561 0.000508688 0.000746061 0.000373572 0.000328389 0.00168149 0.000872427 0.00110745 0.000502759 0.000420798 0.000568448 0.00109684 0.000666029 0.000433874 0.000528057 0.00109047 0.000613438 0.00163076 0.000557691
threshold=-0.092374999999999985 0.088300000000000003 0.083715000000000026 -0.086049999999999988 -0.085474999999999982 -0.087414999999999979 -0.085629999999999984 -0.090644999999999989 -0.085594999999999991 -0.078899999999999984 -0.018494999999999998 -0.090764999999999985 0.084190000000000001 -0.45463999999999999 1.0000000180025095e-35 0.10455500000000001 0.12113000000000002 0.098150000000000015 0.10774000000000002 0.10005000000000001 0.16540500000000002 0.12757000000000002 0.13501500000000002 -0.043074999999999995 0.14754500000000001 0.088180000000000008 -1.0000000180025095e-35 0.076935000000000017 -0.11122999999999998 0.097680000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 -4 7 -7 11 -2 -8 -11 -5 13 -10 15 20 -17 18 19 -18 21 23 -23 -15 25 26 -25 -27 -29 -28
right_child=2 -3 3 5 -6 6 9 -9 12 10 -12 -13 -14 14 -16 16 17 -19 -20 -21 -22 22 -24 24 -26 27 29 28 -30 -31
leaf_value=-0.00053306157096812969 -0.00073560642740631019 5.9464576546675892e-05 0.0014438782775541767 -0.00050075297033236852 -4.1655574836220379e-05 -0.0013300744171085006 0.00061117291805290041 0.0011418995275744239 -0.00058273904935710811 0.00018776813212166273 -0.00081220845279928583 0.00034973852847131992 0.00049132021210555518 0.00055774369380246348 0.00038671913836151365 -0.00097593529111084847 -0.00022023017425251763 0.00050675973896152128 -0.00080690882830822372 0.00032014601571118517 0.00041459175338968632 -1.8557680469593438e-05 -0.00090561194490874181 0.00065236709420927455 0.00037096312330504589 0.00011473267066041726 6.3130817876407862e-06 8.3790594109577001e-05 -0.0011350525130096468 -0.00045938502701644147
leaf_weight=24 24 26 25 21 34 22 21 20 22 31 26 31 21 22 25 21 36 26 20 33 25 46 20 26 32 26 2345 23 21 26
leaf_count=24 24 26 25 21 34 22 21 20 22 31 26 31 21 22 25 21 36 26 20 33 25 46 20 26 32 26 2345 23 21 26
internal_value=0 -0.000224948 3.66246e-06 0.000113078 0.000587808 -4.97648e-05 -0.000317236 0.000321723 -5.23722e-06 -3.15638e-05 -0.000268362 6.27081e-06 9.87513e-07 -2.69656e-06 1.90529e-06 -1.59556e-06 -0.000153092 -2.83384e-06 -0.000151704 3.82106e-05 6.29247e-06 2.34678e-06 -0.000287362 9.93139e-06 5.10871e-06 3.6313e-07 8.26938e-06 -0.00027037 -0.00049793 1.20631e-06
internal_weight=0 50 3071 231 59 172 100 72 2840 78 57 52 2816 2795 2773 2748 136 115 89 69 2612 2587 66 2521 2499 2467 2397 70 44 2371
internal_count=3121 50 3071 231 59 172 100 72 2840 78 57 52 2816 2795 2773 2748 136 115 89 69 2612 2587 66 2521 2499 2467 2397 70 44 2371
is_linear=0
shrinkage=0.1


Tree=1969
num_leaves=31
num_cat=0
split_feature=1447 0 0 1447 1447 0 2 403 403 403 4 2 2 484 120 15 471 51 3 15 156 1428 51 131 132 2 15 15 1204 398
split_gain=0.000276247 0.00130707 0.00302238 0.000929088 0.000536626 0.000702391 0.000359671 0.000282206 0.000949213 0.00039291 0.000263475 0.00022319 0.00162896 0.00124799 0.00121311 0.0026139 0.00106568 0.00102261 0.000847935 0.0012805 0.00166647 0.000768558 0.000718689 0.000804549 0.000803965 0.000703215 0.00236628 0.00183949 0.000806705 0.000725501
threshold=-0.085804999999999979 -0.087414999999999979 -0.084674999999999986 -0.086789999999999992 -0.084334999999999979 -0.086284999999999987 0.087470000000000006 -0.5492149999999999 -0.53762499999999991 -0.52917499999999984 -0.067104999999999984 0.10912000000000001 0.11018500000000002 0.10126500000000001 0.093680000000000013 -0.5556049999999999 0.094575000000000006 -0.44986999999999994 -0.16726499999999997 -0.031204999999999997 1.0000000180025095e-35 -0.070379999999999984 -0.43587999999999999 0.10156500000000002 0.095345000000000013 0.10584500000000001 -0.018314999999999994 -0.077219999999999983 -0.098194999999999991 0.10071000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -2 -1 -6 -9 -10 -4 16 -13 14 15 -14 17 -11 19 -19 -21 -20 -17 24 -24 28 27 -27 -23 -30
right_child=4 2 10 -5 7 -7 -8 8 9 11 -12 12 13 -15 -16 22 -18 18 21 20 -22 25 23 -25 -26 26 -28 -29 29 -31
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leaf_weight=23 20 21 20 21 38 20 20 29 27 28 20 21 21 30 21 33 29 26 21 35 32 26 424 35 20 24 23 20 1969 24
leaf_count=23 20 21 20 21 38 20 20 29 27 28 20 21 21 30 21 33 29 26 21 35 32 26 424 35 20 24 23 20 1969 24
internal_value=0 -0.000145652 -0.000476875 0.000170044 6.07695e-06 0.000369898 -9.62208e-05 1.15381e-06 -2.37217e-06 3.34214e-06 3.31474e-05 -2.39806e-07 5.36977e-05 2.25819e-05 5.65996e-05 8.59721e-05 -1.4698e-05 -6.85852e-06 7.84492e-07 0.000296287 0.000527438 -1.22586e-05 4.11228e-05 1.00254e-05 -2.6362e-05 -1.83184e-05 -0.000337044 9.26237e-05 -7.74152e-06 -5.21769e-07
internal_weight=0 125 61 64 2996 40 43 2956 2918 2889 40 2862 605 584 554 533 2257 2228 2200 93 67 2107 512 479 444 2086 67 44 2019 1993
internal_count=3121 125 61 64 2996 40 43 2956 2918 2889 40 2862 605 584 554 533 2257 2228 2200 93 67 2107 512 479 444 2086 67 44 2019 1993
is_linear=0
shrinkage=0.1


Tree=1970
num_leaves=31
num_cat=0
split_feature=1209 1210 1210 402 402 1208 1208 1447 2 4 133 480 1447 1456 133 12 0 1446 1447 154 474 402 402 12 12 15 132 2 394 52
split_gain=0.00024715 0.000265537 0.000332355 0.000307288 0.000277526 0.000263042 0.000652343 0.00023841 0.00118597 0.00244743 0.000626664 0.00138724 0.000474192 0.00141825 0.00396062 0.00101608 0.00177265 0.0012948 0.00055318 0.000409441 0.000605369 0.00039525 0.000398498 0.000427569 0.00187381 0.00246335 0.00171477 0.0078038 0.00522292 0.00125936
threshold=-0.14444499999999996 -0.38516499999999992 -0.095909999999999981 0.13775000000000001 0.12933500000000003 0.11846000000000001 0.10233500000000001 -0.085804999999999979 0.083715000000000026 -0.081609999999999988 0.086990000000000012 0.08610000000000001 -0.051529999999999992 0.091180000000000011 0.087170000000000011 0.089300000000000004 -0.082619999999999985 0.088645000000000015 -1.0000000180025095e-35 0.084190000000000001 -0.45463999999999999 0.11844500000000001 0.11191000000000001 0.090165000000000009 0.09141500000000001 0.091475000000000015 -0.083284999999999984 0.087545000000000026 0.0034050000000000005 0.086965000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 -4 -10 11 -11 13 14 15 16 17 -9 -14 20 -20 22 23 -22 25 29 27 -26 -28 -25
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leaf_weight=20 27 32 30 21 25 23 25 25 26 21 22 25 22 33 20 26 26 21 22 21 1650 20 23 48 20 22 724 55 21 25
leaf_count=20 27 32 30 21 25 23 25 25 26 21 22 25 22 33 20 26 26 21 22 21 1650 20 23 48 20 22 724 55 21 25
internal_value=0 -2.25994e-06 -5.00241e-06 -1.62997e-06 1.01992e-06 -1.74878e-06 -4.35498e-06 -4.13159e-08 -0.000135754 -0.000310466 5.05133e-06 0.000214991 5.91773e-06 0.000178325 1.62545e-05 0.000277978 8.44821e-05 0.00045752 -3.82171e-06 3.22484e-07 -3.18926e-06 1.2172e-06 4.63948e-06 9.23685e-07 -5.39028e-05 -0.000474337 -5.19402e-06 0.000450573 -5.10767e-05 -0.000194792
internal_weight=0 3101 3074 3042 3021 2996 2973 2948 124 94 68 46 2824 151 118 98 72 46 2673 2651 2630 2608 2588 2565 915 95 820 75 745 73
internal_count=3121 3101 3074 3042 3021 2996 2973 2948 124 94 68 46 2824 151 118 98 72 46 2673 2651 2630 2608 2588 2565 915 95 820 75 745 73
is_linear=0
shrinkage=0.1


Tree=1971
num_leaves=31
num_cat=0
split_feature=132 132 1203 1185 132 1204 12 43 403 393 124 15 376 376 376 97 30 33 34 9 13 41 42 12 1 13 13 51 13 13
split_gain=0.0002494 0.000317495 0.00611139 0.00400269 0.000804978 0.00162622 0.000620186 0.00101716 0.00049955 0.000312228 0.000264987 0.000910852 0.000264275 0.000297601 0.000378385 0.00025742 0.000445515 0.000722525 0.000640202 0.0004977 0.000363396 0.000315061 0.000687757 0.00166997 0.000833257 0.000408922 0.00216723 0.000911056 0.000696899 0.00069625
threshold=-0.43443999999999999 -0.083284999999999984 0.089165000000000008 -0.087384999999999977 -0.092774999999999982 -0.082884999999999986 0.11418000000000002 0.41370500000000004 -0.085604999999999987 0.098330000000000015 0.091025000000000009 -0.093959999999999988 0.11357500000000002 0.089985000000000023 0.087010000000000018 -0.086464999999999986 0.086065000000000016 0.085305000000000006 -0.057544999999999992 -0.085894999999999985 -0.53104499999999988 0.077300000000000021 0.090690000000000007 0.085325000000000012 0.081670000000000006 -0.17933499999999997 -0.39067499999999994 0.095375000000000015 -0.10278499999999999 -0.097984999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 6 8 7 -2 -6 10 12 -12 13 14 15 -5 17 18 -17 -18 -20 25 23 -23 -24 26 27 -22 -27 -30
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leaf_weight=39 54 20 21 23 20 20 25 20 20 35 21 25 22 21 24 21 20 24 23 21 73 31 21 28 37 63 20 21 23 2285
leaf_count=39 54 20 21 23 20 20 25 20 20 35 21 25 22 21 24 21 20 24 23 21 73 31 21 28 37 63 20 21 23 2285
internal_value=0 3.17992e-06 0.000132054 -4.81362e-06 -7.97068e-05 -0.000368732 9.54599e-05 0.000240938 -6.04039e-07 4.96991e-06 1.32045e-06 -0.000236745 5.23012e-06 2.49713e-06 5.35265e-06 1.88228e-06 4.70859e-06 -3.14863e-07 4.63943e-06 0.000331846 2.39876e-07 -3.25825e-06 0.000157108 0.000397496 -8.74241e-05 -1.08087e-05 -0.000195808 5.31012e-06 -1.91376e-06 -1.08709e-05
internal_weight=0 3082 180 2902 159 60 99 74 40 2882 2847 46 2801 2779 2758 2734 2711 2670 2646 41 2625 2602 117 59 58 2485 114 94 2371 2308
internal_count=3121 3082 180 2902 159 60 99 74 40 2882 2847 46 2801 2779 2758 2734 2711 2670 2646 41 2625 2602 117 59 58 2485 114 94 2371 2308
is_linear=0
shrinkage=0.1


Tree=1972
num_leaves=31
num_cat=0
split_feature=132 393 2 1203 2 49 131 16 2 4 1176 33 9 2 403 3 403 403 403 1210 42 13 43 1213 1210 131 12 403 131 131
split_gain=0.000250412 0.000668203 0.000889259 0.000620516 0.000321953 0.000582061 0.00130257 0.000905535 0.000528783 0.000356208 0.000252251 0.000245386 0.000341855 0.00163237 0.000226594 0.00118144 0.000832735 0.000661028 0.000904 0.000254828 0.00125964 0.00122935 0.00112854 0.000911137 0.00030962 0.000298109 0.0005779 0.000447894 0.000289508 0.00110359
threshold=-0.083449999999999983 0.098330000000000015 0.088055000000000008 0.089005000000000015 0.10559 0.09567500000000001 -0.076979999999999979 -0.072804999999999981 0.085235000000000019 -0.084369999999999987 0.086510000000000017 -0.009184999999999997 0.091600000000000015 -0.15339499999999998 -0.5492149999999999 -0.085709999999999995 -0.5425549999999999 -0.5335399999999999 -0.52800499999999995 -0.056299999999999996 0.088465000000000002 -0.088464999999999988 -0.03898999999999999 -0.082254999999999981 -0.0091799999999999989 0.11925000000000001 0.10016000000000001 -0.45015499999999992 0.089415000000000008 0.088495000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 -3 4 5 6 -1 8 9 -8 11 -2 14 -14 15 -13 -16 -18 -19 20 21 -20 23 -23 -21 27 -27 -26 29 -29
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leaf_value=0.00065602830854123056 -0.00028072771721429402 0.00075608457501167084 -0.00012367961404379456 -0.00058327478521581115 0.00023519409793045594 -0.00060819765611086051 -2.7912577934330333e-06 -0.00067494975187906269 0.00030354332640964652 -0.00052661350775798344 0.00035547048159060071 -0.00039287425810471174 -0.00021533532126341017 0.00095900474421341643 -0.00064929349049634765 0.00059293790705381875 0.00057112865673843768 -0.00065944480122111389 -0.00057609870300145689 -0.00037342351851807706 0.00063170434378490264 -0.00059974153423570991 0.00073861520165034267 0.00024796442030492475 -0.000415158429812571 0.00045532468549837985 -0.00021186254103668035 -2.0351422266905888e-06 -0.00010673815666669823 0.00061907228503922196
leaf_weight=23 31 27 20 24 34 20 34 27 33 21 20 20 29 20 20 31 20 21 31 23 37 21 24 32 27 37 20 2112 253 29
leaf_count=23 31 27 20 24 34 20 34 27 33 21 20 20 29 20 20 31 20 21 31 23 37 21 24 32 27 37 20 2112 253 29
internal_value=0 7.72385e-06 0.000381717 -0.000103879 -4.39542e-05 -0.000104024 -3.09554e-05 -0.000168352 -1.29188e-05 -0.000202796 1.57351e-06 -9.20477e-07 2.16966e-06 0.000263987 -2.48192e-06 0.000206345 -6.41622e-06 -1.63113e-06 -5.92629e-06 -7.39637e-07 0.000128145 -4.43704e-05 0.000169702 -8.79191e-05 -8.21197e-06 -4.82219e-06 0.000221224 -1.01442e-05 -5.57639e-06 6.3778e-06
internal_weight=0 2905 47 216 192 158 138 115 88 55 2858 2838 2807 49 2758 51 2707 2687 2667 2646 145 108 77 53 2501 2478 57 2421 2394 2141
internal_count=3121 2905 47 216 192 158 138 115 88 55 2858 2838 2807 49 2758 51 2707 2687 2667 2646 145 108 77 53 2501 2478 57 2421 2394 2141
is_linear=0
shrinkage=0.1


Tree=1973
num_leaves=31
num_cat=0
split_feature=132 132 124 132 1203 1185 16 12 0 0 0 0 483 483 401 131 10 12 13 12 51 51 51 16 0 157 157 133 1 51
split_gain=0.000219935 0.000322471 0.00053481 0.000309205 0.00555849 0.003352 0.000618639 0.00108599 0.000276173 0.00389114 0.00132706 0.00131075 0.000730388 0.00108647 0.000719663 0.000812627 0.000664892 0.000641966 0.00108623 0.00221603 0.000596221 0.0015464 0.0009504 0.00246445 0.00204875 0.00120667 0.00160834 0.000906804 0.00145531 0.0023132
threshold=-0.43443999999999999 -0.41094499999999995 -0.24044499999999999 -0.083284999999999984 0.089165000000000008 -0.087384999999999977 -0.046599999999999996 0.090695000000000012 -0.070889999999999995 -0.071719999999999992 -0.072269999999999987 -0.070154999999999981 0.10143000000000001 0.088070000000000009 -0.078179999999999986 0.11669000000000002 1.0000000180025095e-35 0.12757000000000002 0.11217000000000001 0.086305000000000007 0.012085000000000002 0.090230000000000019 -0.065634999999999985 0.19444000000000003 0.11070500000000001 -0.0045449999999999996 -0.077234999999999984 0.090665000000000009 0.10205500000000002 -0.18912999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -5 7 -4 9 10 16 -10 13 14 -13 17 -7 18 20 -20 22 -22 25 -24 -25 26 -16 28 29 -27
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leaf_weight=39 21 20 85 20 20 2021 29 24 22 22 20 25 35 29 44 26 26 43 37 21 29 76 179 26 21 33 27 20 61 20
leaf_count=39 21 20 85 20 20 2021 29 24 22 22 20 25 35 29 44 26 26 43 37 21 29 76 179 26 21 33 27 20 61 20
internal_value=0 2.9862e-06 3.06984e-07 3.69679e-06 0.000139907 -3.76807e-06 -8.58939e-05 -0.000195105 5.24419e-06 2.41494e-05 1.00692e-05 -4.57803e-05 -2.35221e-05 -1.74786e-06 -2.70207e-05 -4.68809e-05 1.79893e-05 -6.92478e-05 -4.22376e-05 0.000368851 -8.67211e-05 0.00012696 -0.000138778 -0.000280206 -0.000924648 1.71386e-05 0.000350443 -0.000159463 -0.000268423 -0.000651735
internal_weight=0 3082 3061 3041 158 2883 138 109 2863 2089 2067 774 752 717 688 663 2047 637 594 58 536 105 431 226 47 205 71 134 114 53
internal_count=3121 3082 3061 3041 158 2883 138 109 2863 2089 2067 774 752 717 688 663 2047 637 594 58 536 105 431 226 47 205 71 134 114 53
is_linear=0
shrinkage=0.1


Tree=1974
num_leaves=31
num_cat=0
split_feature=1204 1203 132 1185 1203 1212 42 133 1213 4 12 12 1210 1429 52 156 43 52 43 16 16 1 3 12 155 401 402 1212 1446 1446
split_gain=0.00025793 0.000441926 0.00028398 0.000844886 0.000562109 0.000543591 0.000483549 0.000559574 0.0006348 0.00045414 0.000223522 0.00386103 0.00116609 0.000968519 0.00138915 0.000860699 0.000852762 0.001842 0.00128337 0.00282432 0.0048642 0.00137481 0.000953257 0.000823047 0.0014714 0.000836119 0.00106951 0.00246015 0.000915163 0.00308716
threshold=0.057120000000000011 -1.0000000180025095e-35 -0.083449999999999983 -0.083264999999999992 0.087075000000000014 0.055770000000000007 -0.069529999999999995 -0.37971999999999995 0.067955000000000002 -0.0063549999999999987 0.092550000000000007 0.092355000000000007 -0.14175499999999996 -0.067934999999999982 -0.55692499999999978 -0.092624999999999985 0.055925000000000009 0.12603000000000003 -0.0047449999999999992 -0.065999999999999989 0.22339500000000004 0.096860000000000016 -0.07793499999999999 0.092200000000000018 0.11378500000000001 0.11769000000000002 0.11174500000000002 -0.089544999999999986 0.083715000000000026 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 9 -8 -9 -3 11 15 -12 -14 -15 -5 18 -18 -16 21 -21 22 -20 24 25 26 28 -28 -17 -30
right_child=-2 2 3 10 -6 -7 7 8 -10 -11 12 -13 13 14 16 23 17 -19 19 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
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leaf_weight=26 27 20 24 36 24 25 33 27 35 20 20 22 37 23 474 1676 98 26 20 25 32 31 22 22 23 26 24 37 28 158
leaf_count=26 27 20 24 36 24 25 33 27 35 20 20 22 37 23 474 1676 98 26 20 25 32 31 22 22 23 26 24 37 28 158
internal_value=0 2.68551e-06 -7.93645e-07 6.89106e-06 -0.000121243 -5.35496e-05 2.57698e-05 -9.70368e-05 8.00263e-05 0.000317435 1.93286e-06 1.94755e-05 -4.26184e-05 -2.34798e-05 1.12799e-06 5.19554e-06 -2.30463e-05 0.00021582 -7.20852e-05 -0.000350425 -0.000877909 6.14462e-05 0.000434281 1.39447e-05 2.07306e-05 1.1347e-05 3.73103e-06 -0.000408299 1.72293e-05 0.000227675
internal_weight=0 3094 3068 2884 184 160 135 95 62 40 2860 2052 808 788 751 2030 728 124 604 130 57 73 42 1994 1972 1949 1923 61 1862 186
internal_count=3121 3094 3068 2884 184 160 135 95 62 40 2860 2052 808 788 751 2030 728 124 604 130 57 73 42 1994 1972 1949 1923 61 1862 186
is_linear=0
shrinkage=0.1


Tree=1975
num_leaves=31
num_cat=0
split_feature=1447 1447 4 403 43 403 483 403 133 483 160 12 42 160 160 130 42 1456 158 1455 1455 474 474 474 2 3 1429 4 475 2
split_gain=0.000250893 0.000995186 0.000635279 0.00046313 0.00106223 0.00067523 0.000381615 0.000358677 0.000350139 0.000333173 0.00111615 0.000969941 0.000616652 0.000725144 0.000802037 0.000606043 0.000391762 0.000335621 0.000345024 0.000465773 0.00078592 0.00036607 0.00178971 0.00110388 0.00205659 0.000508043 0.000781075 0.000908227 0.000922866 0.000527748
threshold=-0.085804999999999979 -0.086359999999999978 -0.081714999999999996 -0.5492149999999999 -0.041049999999999996 -0.53762499999999991 0.087520000000000014 -0.52917499999999984 0.085265000000000021 0.098395000000000024 -0.14835999999999996 0.23631000000000002 0.096610000000000015 -0.063384999999999983 -0.072884999999999991 -0.22562499999999999 0.088295000000000012 0.12034500000000002 0.13634500000000002 -0.097209999999999977 -0.072959999999999983 0.08708500000000001 0.085860000000000006 0.089190000000000005 0.08839000000000001 0.10542000000000001 -0.047929999999999993 -0.021294999999999998 -0.077819999999999986 0.10402500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 8 -7 -4 11 -11 15 13 14 16 -9 -12 18 19 -17 -21 22 -22 24 -23 26 -25 -28 -29 -30
right_child=3 -3 6 5 -6 7 -8 9 -10 10 12 -13 -14 -15 -16 17 -18 -19 -20 20 21 23 -24 25 -26 -27 27 28 29 -31
leaf_value=0.00048824140900424458 -0.00011002347298647063 -0.00071763905046585324 -6.4647784443770757e-05 -0.00047932647115697463 0.00084620488674512929 0.0003683844727843448 0.00021406936588312461 0.00049969001653759433 -0.00056983696843456962 0.00084294421511003741 -0.00032344300249990613 -0.00069955317252606624 0.00045532341505999542 0.00026996661786382137 -0.00077023060188036077 -0.00039665700537928699 0.00029496968898456549 -0.00034341126121379886 0.00036837731441482905 0.00048454929651184516 -8.6576682713846681e-06 0.0013144979090429843 -0.0008592381746275351 -0.00050672540673986084 -5.8529075734744168e-05 -0.00044629105462015353 0.00058780146201671513 -0.00044502575220840596 0.00063130643474800137 -2.2317579326530297e-05
leaf_weight=21 26 24 34 29 21 27 23 24 23 20 21 20 28 38 22 30 20 29 25 33 2354 20 25 20 24 22 36 31 21 30
leaf_count=21 26 24 34 29 21 27 23 24 23 20 21 20 28 38 22 30 20 29 25 33 2354 20 25 20 24 22 36 31 21 30
internal_value=0 -0.000138808 -1.26346e-06 5.79136e-06 0.000317227 8.27815e-07 -0.000129758 5.59647e-06 -0.000268496 2.21062e-06 0.000147844 -5.69729e-06 4.0076e-05 -7.50421e-05 -0.000283143 -6.02904e-07 -2.17783e-05 -5.04995e-06 -1.37624e-06 -4.86976e-06 -3.76784e-07 -6.57212e-06 -1.75961e-05 0.000121987 0.000565574 3.17048e-10 7.11482e-05 0.000169093 -1.47304e-05 0.000246822
internal_weight=0 125 101 2996 47 2949 80 2920 57 2893 149 2744 129 101 63 2724 41 2700 2671 2646 2616 2583 2379 204 44 160 138 118 82 51
internal_count=3121 125 101 2996 47 2949 80 2920 57 2893 149 2744 129 101 63 2724 41 2700 2671 2646 2616 2583 2379 204 44 160 138 118 82 51
is_linear=0
shrinkage=0.1


Tree=1976
num_leaves=31
num_cat=0
split_feature=39 394 394 391 374 39 128 128 471 1204 130 133 130 132 399 399 1 403 130 129 1186 42 52 12 12 12 43 130 131 42
split_gain=0.000237683 0.000354002 0.000559933 0.000467628 0.000248138 0.000331307 0.000488173 0.000426136 0.00031187 0.000279439 0.000682435 0.000467119 0.000563704 0.000616481 0.0059235 0.00396172 0.000978721 0.000536159 0.000598072 0.000458004 0.000310068 0.000615073 0.000896181 0.000988897 0.000796611 0.001425 0.000790136 0.000669989 0.000575049 0.000725724
threshold=-0.083889999999999978 -0.16013499999999997 -0.12099999999999998 -0.085594999999999991 0.092550000000000007 -0.020804999999999994 0.11976500000000002 0.11170500000000001 0.10693500000000002 0.057120000000000011 0.12303500000000002 -0.54084999999999994 0.10923000000000001 -0.083284999999999984 0.091580000000000009 0.091580000000000009 0.088135000000000005 -0.088034999999999988 0.0084900000000000028 -0.075474999999999987 0.057025000000000006 -0.095859999999999987 -0.087769999999999987 0.090695000000000012 0.084795000000000023 0.087445000000000009 -0.11720999999999999 0.09833500000000002 0.13602500000000003 -0.088934999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 8 9 10 11 -7 13 14 16 19 17 -13 -19 -15 21 22 23 -21 -24 -26 -27 28 29 -23
right_child=1 2 3 4 -6 6 -8 -9 -10 -11 -12 12 -14 15 -16 -17 -18 18 -20 20 -22 27 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00033529226853889192 -0.00031850166156280986 0.00052872946485877043 -0.00040890930873242076 -0.00034312100116429587 0.00034419844880522718 0.00047939807704096889 0.00042575305006822519 -0.00043015725159025554 0.00039550414454424758 -0.00034054901043418796 0.00055691347224637864 -0.00034009784364818851 -0.00039876982668324171 0.000466133827077491 0.0016997216518079353 -0.0013464936499737882 -0.00069452949632566594 -8.7766314960469543e-05 0.00065035820561682898 0.00024583382553593707 -0.00027226753079611672 -0.00028795357677356356 0.00086224474810781741 -0.00059043421172716014 -0.00046362128468108887 6.8096227939882931e-05 0.00077393902557689994 -0.00044551858226311332 0.00051617899222210759 1.547154767034789e-06
leaf_weight=21 35 20 28 28 21 20 27 23 20 24 22 22 36 21 22 22 23 23 21 31 42 90 24 26 23 29 35 35 21 2286
leaf_count=21 35 20 28 28 21 20 27 23 20 24 22 22 36 21 22 22 23 23 21 31 42 90 24 26 23 29 35 35 21 2286
internal_value=0 -2.27134e-06 1.33978e-06 -2.1242e-06 1.65107e-06 -7.49961e-07 2.47995e-06 -1.40593e-06 1.97354e-06 -7.42337e-07 2.0953e-06 -2.18451e-06 -5.58551e-06 -5.23055e-07 0.000230418 -1.00704e-05 -0.00013278 6.2981e-05 0.00026452 9.70318e-07 -2.72705e-06 1.62707e-06 0.000186683 -0.000135622 0.000352191 0.000211487 0.000454104 -1.11564e-05 -4.81405e-06 -9.41878e-06
internal_weight=0 3100 3065 3045 3017 2996 2968 2941 2918 2898 2874 2852 2832 2796 111 2685 89 66 44 2663 2642 2600 168 57 111 87 64 2432 2397 2376
internal_count=3121 3100 3065 3045 3017 2996 2968 2941 2918 2898 2874 2852 2832 2796 111 2685 89 66 44 2663 2642 2600 168 57 111 87 64 2432 2397 2376
is_linear=0
shrinkage=0.1


Tree=1977
num_leaves=31
num_cat=0
split_feature=132 1185 1203 42 42 42 2 12 133 133 4 42 52 52 133 403 51 1209 402 52 42 1212 403 1212 12 15 16 16 50 1213
split_gain=0.000260897 0.00115873 0.000786287 0.000316036 0.000704115 0.000698633 0.000876035 0.000251828 0.000246512 0.00106405 0.00170272 0.000580018 0.000619254 0.000868425 0.000760911 0.00109249 0.000722003 0.000929859 0.000633775 0.000599458 0.0021579 0.0019933 0.00129227 0.00115408 0.000742568 0.00100907 0.0007356 0.000668387 0.000636267 0.00054134
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.021469999999999996 -0.013389999999999997 -0.062154999999999995 0.089320000000000024 0.088105000000000003 -0.0061299999999999992 -0.0089749999999999986 -0.079329999999999984 0.10892 0.091820000000000013 0.089325000000000015 -0.082724999999999979 -0.036149999999999995 0.092790000000000011 0.087100000000000025 0.097825000000000009 0.008405000000000001 0.086950000000000013 -0.04353499999999999 0.089965000000000017 0.0025400000000000002 0.095175000000000023 0.092400000000000024 -0.090764999999999985 -1.0000000180025095e-35 0.091130000000000017 -0.21306999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_value=-0.00027268420011308548 0.00074812070621798439 -0.00038028782070614398 -0.00061024635199121097 0.00062866336957085884 0.00010388965903718888 -0.00046729173232701473 0.00045448714745361941 -0.00029879204221651889 -0.00050681501816143284 0.0011242681527105362 -0.00013734885782469065 0.00044411361056019468 -0.00053549727535644176 0.00068446741040263865 -0.00039911577709558928 0.00055020767494742937 0.00059724441158496558 -0.0005948334202694242 8.9243891588094735e-05 -0.00086156657955143616 0.0011686989216832444 -0.00046241352748539711 0.00092791814628678066 0.00044609793955620769 0.00073495555469500165 -0.00074939518526662141 -2.6146497011205514e-05 -7.2802280901669287e-05 0.00054688641102984548 -8.2983568627355198e-06
leaf_weight=37 21 50 27 20 41 42 30 25 22 23 20 31 62 21 22 27 21 25 22 20 20 27 21 29 21 23 123 20 23 2205
leaf_count=37 21 50 27 20 41 42 30 25 22 23 20 31 62 21 22 27 21 25 22 20 20 27 21 29 21 23 123 20 23 2205
internal_value=0 8.00092e-06 -0.00010448 -3.44513e-05 0.000108871 -0.000147532 5.29149e-05 -4.86413e-05 2.60046e-06 5.67311e-05 0.00053747 2.27315e-05 9.22347e-08 5.67919e-05 -0.000189191 0.000123981 2.56308e-05 -4.22966e-06 -0.000371875 3.4935e-05 0.000222911 2.79033e-05 0.000258934 8.06563e-06 -4.96542e-05 -0.000122777 -4.9245e-05 0.000340927 6.41258e-05 -1.32231e-05
internal_weight=0 2899 222 195 86 109 67 66 2878 651 43 608 577 444 133 49 423 402 84 377 117 97 77 56 260 219 196 41 146 2227
internal_count=3121 2899 222 195 86 109 67 66 2878 651 43 608 577 444 133 49 423 402 84 377 117 97 77 56 260 219 196 41 146 2227
is_linear=0
shrinkage=0.1


Tree=1978
num_leaves=31
num_cat=0
split_feature=1209 1209 3 1210 1213 13 402 16 12 1209 401 12 3 133 12 1203 12 131 131 1210 132 1211 15 393 1204 15 479 15 3 130
split_gain=0.000232031 0.000249933 0.000900209 0.000301266 0.00205091 0.000925298 0.000981345 0.00060785 0.00100674 0.000406125 0.000283095 0.000962024 0.00141992 0.000457847 0.00106138 0.000349395 0.000393322 0.000364131 0.000474665 0.000464788 0.000355745 0.00707598 0.00674029 0.000850565 0.000529241 0.000360934 0.000746717 0.00060456 0.000502502 0.000489025
threshold=-0.14444499999999996 -0.084519999999999984 -0.081734999999999988 -0.05860499999999999 0.027540000000000002 -0.088464999999999988 -0.094749999999999987 -0.081414999999999987 0.095330000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.097325000000000009 -0.078244999999999995 0.50628500000000021 0.095110000000000014 0.090185000000000001 0.090285000000000018 0.13052000000000002 0.11684000000000001 0.11995000000000001 -0.083284999999999984 0.11013500000000002 0.091650000000000023 0.10389500000000002 -0.016569999999999994 0.12044500000000001 0.11327500000000001 0.13592500000000005 -0.063074999999999978 -0.22461999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 -8 -9 -5 11 12 -11 15 -15 17 -17 18 19 20 22 24 23 -12 -22 26 29 -27 -29 -26
right_child=1 3 -4 9 -6 6 7 8 -10 10 13 -13 -14 14 -16 16 -18 -19 -20 -21 21 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.00033951747638639063 -0.00066166679583451091 -0.00055517003033310171 0.0002044593231403269 -0.00039946142754230938 0.0010560553121779647 0.00071659397997956903 -0.00037883646364207381 0.0005190542332403472 -0.00030757045348694262 8.6049964819620897e-06 2.8637406998765187e-06 0.00023679063615418273 -0.0010877746298709619 -0.00017308875837403797 0.00077755024491731701 -4.2753367840001984e-05 0.00050893138863362507 -0.00040358645871848512 0.00042120377161504273 -0.00047674957355151753 0.00050092100517802119 -0.0018876250251196325 0.0017297852933710522 -0.00061435520840825996 -0.00044637425406835975 0.00056483121358002694 -0.00062026592728216213 -0.00036305328679230552 0.00018545043186335176 -1.6346439196102124e-06
leaf_weight=20 24 25 24 26 21 22 32 34 26 27 129 32 21 23 24 24 28 23 26 21 21 20 23 27 25 29 20 23 61 2240
leaf_count=20 24 25 24 26 21 22 32 34 26 27 129 32 21 23 24 24 28 23 26 21 21 20 23 27 25 29 20 23 61 2240
internal_value=0 -2.18973e-06 -0.000228604 1.37001e-06 0.000134945 -4.21538e-06 0.000116608 -2.68669e-05 0.00016085 -6.01749e-06 -2.44946e-06 -0.00018792 -0.000471061 2.87443e-06 0.000312344 -2.43399e-06 0.000254308 -7.40071e-06 -3.98147e-06 -8.17049e-06 -4.41184e-06 -1.43981e-05 0.000131659 -0.000103963 1.08947e-06 -3.28771e-06 -1.19152e-05 0.000171171 3.52649e-05 -6.54347e-06
internal_weight=0 3101 48 3053 160 139 114 92 60 2893 2867 80 48 2787 47 2740 52 2688 2665 2639 2618 2439 179 156 2419 2398 2285 113 84 2265
internal_count=3121 3101 48 3053 160 139 114 92 60 2893 2867 80 48 2787 47 2740 52 2688 2665 2639 2618 2439 179 156 2419 2398 2285 113 84 2265
is_linear=0
shrinkage=0.1


Tree=1979
num_leaves=31
num_cat=0
split_feature=132 394 16 1203 42 42 2 0 16 133 133 42 42 42 12 403 1176 12 51 402 42 403 42 1212 2 403 13 43 3 16
split_gain=0.000251996 0.000643004 0.000701071 0.000547154 0.000291739 0.000662955 0.000678362 0.00065159 0.000231818 0.000218581 0.000743786 0.000469742 0.000462881 0.000851643 0.000537714 0.00186796 0.000672987 0.00144292 0.000510315 0.000562308 0.000682741 0.00175816 0.000703986 0.000592838 0.000551574 0.000836585 0.000781882 0.00175687 0.00113799 0.000629819
threshold=-0.083449999999999983 0.013605000000000001 -0.086989999999999984 0.089005000000000015 -0.021469999999999996 -0.062154999999999995 0.089320000000000024 -0.086284999999999987 -0.090764999999999985 -0.0061299999999999992 -0.0089749999999999986 0.10892 0.09832500000000001 0.094725000000000018 0.09364500000000002 0.072365000000000027 0.085295000000000024 0.09202500000000001 0.081440000000000026 0.10842 0.089390000000000011 -0.0038999999999999994 0.087745000000000004 -0.04353499999999999 0.084755000000000011 0.088465000000000002 -0.085384999999999975 -0.0098449999999999979 -0.081644999999999981 0.0013750000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 -3 4 5 6 -1 8 -6 10 11 12 13 14 16 -16 17 18 19 20 22 -22 24 -21 26 29 28 -28 -2 -26
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leaf_value=-0.0002467588958884212 0.00078363957476209516 2.9780162672977898e-05 0.00082411246199626481 -0.00055437314173711156 0.00014069136640977204 -0.00046698963823950011 0.00039313284864571563 0.0004657382744092805 -0.00028689765597391672 -1.2847210424254551e-05 0.00048272615225103339 0.00041881618310761606 -0.00035154498288166535 0.00061112526139671299 -0.00016779168400740349 0.00092646984043172917 0.00052852355642244223 -0.00089412471366813418 0.00036592987641098819 -3.4564118721478039e-05 -0.00030215393751859671 0.0010079201909580402 -0.00063963156469981197 -0.00079530266550136746 -0.00013342262213066137 -0.00052028005051066761 -0.00072216386885244274 0.00033874221144533542 -0.00011081021698191763 0.00046204386795263574
leaf_weight=37 33 25 20 24 21 42 30 30 32 2230 38 29 34 24 39 26 20 20 31 21 20 21 20 20 78 44 27 37 25 23
leaf_count=37 33 25 20 24 21 42 30 30 32 2230 38 29 34 24 39 26 20 20 31 21 20 21 20 20 78 44 27 37 25 23
internal_value=0 7.74826e-06 0.000382817 -0.000104207 -4.7936e-05 -0.000155501 3.97598e-05 9.33246e-05 -0.000117476 1.84683e-06 5.38591e-05 2.63304e-05 6.11358e-06 2.91011e-05 1.44053e-06 0.000269913 -3.82202e-05 -6.5208e-05 -2.37621e-05 -5.65005e-05 -1.2856e-05 0.00036886 -6.73868e-05 -0.000405656 -2.45221e-05 -0.000156361 0.000132171 -0.000108828 0.000398101 2.17866e-06
internal_weight=0 2905 45 216 192 109 67 83 53 2860 630 592 563 529 505 65 440 420 400 369 328 41 287 41 267 145 122 64 58 101
internal_count=3121 2905 45 216 192 109 67 83 53 2860 630 592 563 529 505 65 440 420 400 369 328 41 287 41 267 145 122 64 58 101
is_linear=0
shrinkage=0.1


Tree=1980
num_leaves=31
num_cat=0
split_feature=132 1185 15 2 2 47 0 1204 390 129 2 133 42 3 3 12 403 12 133 42 130 130 12 12 13 13 0 13 13 52
split_gain=0.000210851 0.000811112 0.000557215 0.000364312 0.000530124 0.000500796 0.00033659 0.000319696 0.000250988 0.000264622 0.000904824 0.00130046 0.000557047 0.000543265 0.000831046 0.00154897 0.000428717 0.000669797 0.000715505 0.00060482 0.000318691 0.000705746 0.000335558 0.00234381 0.000908667 0.00140595 0.00443287 0.00265191 0.00181578 0.00248867
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.088665000000000008 0.10252500000000002 0.085770000000000027 -0.082284999999999983 -0.084344999999999989 0.088485000000000008 0.083780000000000007 0.083935000000000023 -0.020859999999999997 -0.14899999999999999 -0.089819999999999983 -0.095524999999999985 0.089410000000000003 -0.081224999999999992 -0.029094999999999999 -0.095184999999999978 -0.098769999999999983 -0.22699999999999995 -0.13392499999999996 0.097145000000000023 0.096525000000000014 -0.15078499999999997 -0.069964999999999986 -0.069954999999999976 -0.064619999999999983 -0.046499999999999993 0.061605000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 -1 9 12 11 -11 -3 14 15 -12 -15 -18 -19 -20 -14 -22 23 -23 -24 26 -26 -27 29 -29
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leaf_value=-0.0001442829379331872 0.00062642299706654051 -0.00051641856608468861 -0.00049472410484061892 0.0004027004605584233 -0.00011887134329299442 -0.00058631554046379667 -0.00037753635993379689 0.00028330645068576013 -0.00025609666859177318 -1.5673062840836464e-05 -0.00041470959183061498 0.0010845025494096003 -0.00038724702532081648 -0.0001608874638667189 -0.00052506754170616131 0.00076599797641392804 -0.00018395175394834951 -4.7677032754026275e-05 0.0010591354165808298 0.00032767616369080944 0.00052225010709102771 4.6984889044078243e-07 0.00036942554697116768 0.00082557258246067377 -0.001627504868520191 0.0008747831767582934 0.00015864323455995572 -0.00017189893014102171 -4.9596607189442064e-06 -0.0015439244580920785
leaf_weight=36 21 21 30 38 40 21 23 34 37 22 25 21 21 33 38 20 25 22 20 26 26 2105 39 35 24 28 33 39 198 20
leaf_count=36 21 21 30 38 40 21 23 34 37 22 25 21 21 33 38 20 25 22 20 26 26 2105 39 35 24 28 33 39 198 20
internal_value=0 7.19272e-06 -9.39265e-05 -3.13019e-05 0.000135228 -0.000145243 -4.56463e-05 6.34033e-05 2.67436e-06 6.04449e-06 0.000103868 0.000521622 -3.47714e-06 1.79185e-05 -0.000180727 0.000110049 0.000148772 0.000258652 0.000421373 0.000645702 7.1747e-07 3.91623e-06 -1.42953e-06 1.39645e-05 -8.78948e-05 -0.000140045 -0.000593419 -4.93706e-05 -0.000150057 -0.000636992
internal_weight=0 2899 222 192 78 114 93 70 2878 2841 252 43 2589 209 83 45 126 93 68 46 2568 2547 2521 2140 381 342 57 285 257 59
internal_count=3121 2899 222 192 78 114 93 70 2878 2841 252 43 2589 209 83 45 126 93 68 46 2568 2547 2521 2140 381 342 57 285 257 59
is_linear=0
shrinkage=0.1


Tree=1981
num_leaves=31
num_cat=0
split_feature=153 473 16 50 1420 52 1429 475 4 155 475 13 16 13 475 475 132 4 4 132 403 15 12 131 16 400 1447 2 159 1446
split_gain=0.000209221 0.000287747 0.000365267 0.0010565 0.000763584 0.000283576 0.00121523 0.00112218 0.00088989 0.00051011 0.000348024 0.00213746 0.00243919 0.00122194 0.000969488 0.000479001 0.00029586 0.000827668 0.00100081 0.000775346 0.00069117 0.000644406 0.000646182 0.000927668 0.000334703 0.000317308 0.000301559 0.00127521 0.0014795 0.000561417
threshold=0.086100000000000024 -0.07576999999999999 0.63636000000000015 -0.23771499999999998 1.0000000180025095e-35 -0.56022499999999986 -0.0091699999999999993 0.11922500000000001 -0.50052499999999989 0.12016500000000001 -0.085719999999999977 -0.085744999999999988 -0.0087049999999999992 -0.01163 -0.084894999999999984 -0.084049999999999986 0.093160000000000007 -0.088784999999999989 -0.084369999999999987 0.090050000000000005 -0.0031149999999999997 -0.26481999999999994 0.095330000000000012 0.083410000000000026 -0.077074999999999991 -0.090569999999999998 -0.085804999999999979 0.083715000000000026 -0.08569499999999998 0.037915000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 9 -8 10 11 -7 -13 -14 -12 -16 19 -18 -19 25 24 -22 23 -23 -20 -17 27 -27 -29 -28
right_child=-2 2 3 -5 -6 7 8 -9 -10 -11 14 12 13 -15 15 16 17 18 20 -21 21 22 -24 -25 -26 26 29 28 -30 -31
leaf_value=0.00038031101983506234 -0.0003004918560770381 -0.00077573798777545266 0.00019522945700979716 -0.00074307664484270697 0.0006199605466099457 0.00079975311087469598 0.00054189196747282274 0.00073314575877572816 -0.00033777695023910265 -0.00045961366813571661 -0.00061150848375221426 -0.00091398124081584124 0.00086125537401087404 -0.00012669570822899619 0.00036438232402562996 0.0003022961901451433 -0.000422406159399543 0.00082323757987151939 -0.00040957784593298008 -0.00050111779773942544 -0.00012869168650857837 0.00020155118863013658 -2.4811862676870077e-05 0.0011198836122771768 7.0869551012131934e-05 0.00039620264813912897 -1.6086998564702231e-05 -7.5871272656513611e-05 -0.0010968381274406884 0.00017961236810649798
leaf_weight=20 23 24 24 24 20 37 23 21 23 24 26 26 21 31 36 33 25 22 29 32 28 22 20 22 29 26 2211 40 22 157
leaf_count=20 23 24 24 24 20 37 23 21 23 24 26 26 21 31 36 33 25 22 29 32 28 22 20 22 29 26 2211 40 22 157
internal_value=0 2.2309e-06 -2.25763e-07 -0.000273924 4.11004e-06 1.80145e-08 -0.000198901 4.75418e-06 0.000102058 -4.86047e-07 3.32019e-06 0.000173793 -0.000123137 0.000272285 -3.73172e-06 2.00618e-06 -2.7935e-06 0.000115231 0.000193376 -1.20164e-05 0.000100996 0.000271434 0.00044649 0.000660717 -0.000169354 -5.72819e-06 -9.86695e-06 -0.000191637 -0.00043815 -3.112e-06
internal_weight=0 3098 3078 48 3030 3010 70 2940 46 2919 2895 115 78 52 2780 2754 2718 197 172 2521 150 92 64 44 58 2489 2456 88 62 2368
internal_count=3121 3098 3078 48 3030 3010 70 2940 46 2919 2895 115 78 52 2780 2754 2718 197 172 2521 150 92 64 44 58 2489 2456 88 62 2368
is_linear=0
shrinkage=0.1


Tree=1982
num_leaves=31
num_cat=0
split_feature=130 40 120 33 3 4 4 1 2 13 4 0 0 1375 16 15 151 16 151 157 4 0 157 2 33 3 16 3 13 48
split_gain=0.000208128 0.000422938 0.000656938 0.000373935 0.000249796 0.00102197 0.00378765 0.00725285 0.00163516 0.000893129 0.000736531 0.000726038 0.00106208 0.000683017 0.000655673 0.00124337 0.00183704 0.000864639 0.000643757 0.000637906 0.000717895 0.000690622 0.000796749 0.000561683 0.000412233 0.000613854 0.00115917 0.000497614 0.000584525 0.000717938
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.012019999999999998 -1.0000000180025095e-35 0.26450500000000005 0.053180000000000012 0.094220000000000012 0.083935000000000023 -0.16152999999999998 0.41257000000000005 -0.09515499999999999 -0.12333499999999999 1.0000000180025095e-35 -0.095964999999999981 -0.074054999999999996 -0.033849999999999991 -0.034884999999999992 -0.077959999999999988 -0.081889999999999991 -0.062539999999999984 -0.030209999999999997 -0.0045449999999999996 0.116525 0.085305000000000006 -0.0080949999999999998 -0.13088499999999997 -0.017889999999999996 -0.0095349999999999983 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 9 6 8 -8 -6 -5 -7 12 18 14 -10 16 -16 -17 -12 -19 21 -21 -23 -20 25 27 -27 -11 29 -29
right_child=1 2 -4 4 5 10 7 -9 13 24 11 -13 -14 -15 15 17 -18 19 23 20 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00029970560420264049 -0.00046059575382969339 -0.00037366739049536629 0.00054524748702533543 -0.00063291511994422128 -0.00070237703561172669 -0.00058744286656898723 0.0022793822949650983 1.8045895047032754e-05 -0.0002964561463911729 -3.8611587784323499e-06 0.00040799505775794391 -0.00038985820549608373 0.0007223577111620795 -0.00041494706286660703 -3.617179008079288e-05 -0.00055014246056089182 0.0011605642587929996 -0.00034055602265566239 0.00013524211466401105 0.00086643921410238056 -0.00018498060121950962 0.000697249524819199 -0.00012318654234745894 -0.00053906919120587794 -0.00041936954342721339 5.1968796024084445e-05 -0.00077839698873315784 0.0002950340997286778 0.00053307501626764678 -0.00042278666647193453
leaf_weight=23 20 27 22 23 29 30 23 37 29 2317 20 41 22 24 23 20 29 21 21 24 26 20 29 30 24 40 29 38 38 22
leaf_count=23 20 27 22 23 29 30 23 37 29 2317 20 41 22 24 23 20 29 21 21 24 26 20 29 30 24 40 29 38 38 22
internal_value=0 -2.22505e-06 7.53314e-07 -3.16647e-06 1.3611e-07 6.48763e-05 0.000165258 0.000884892 7.6738e-06 -1.26022e-05 -0.000139559 -3.92866e-05 0.000115266 9.17206e-05 0.000146743 0.000213685 0.000631239 5.85936e-05 -7.28463e-05 0.00016005 0.000266239 0.000426947 0.000211685 -0.000261412 -6.91351e-06 -2.92843e-06 -0.000297026 5.47434e-06 0.000226192 3.18332e-05
internal_weight=0 3098 3078 3056 3029 498 334 60 274 2531 164 134 93 245 221 192 52 140 71 120 99 73 49 51 2508 2484 69 2415 98 60
internal_count=3121 3098 3078 3056 3029 498 334 60 274 2531 164 134 93 245 221 192 52 140 71 120 99 73 49 51 2508 2484 69 2415 98 60
is_linear=0
shrinkage=0.1


Tree=1983
num_leaves=31
num_cat=0
split_feature=33 43 1374 1375 43 151 151 1371 401 402 4 1 4 4 15 4 4 151 159 2 2 16 43 12 43 42 3 13 43 13
split_gain=0.000201446 0.000218082 0.00139956 0.00154238 0.000885471 0.000774559 0.000860912 0.000757579 0.000721909 0.000575127 0.000695741 0.000790394 0.000714915 0.000865297 0.000982784 0.000603547 0.000839444 0.000542897 0.000485957 0.000741144 0.00123546 0.00120489 0.000898891 0.000888611 0.0008215 0.000690856 0.000648525 0.000581334 0.00045963 0.000375406
threshold=-0.044254999999999996 -0.085594999999999991 0.088035000000000016 -0.092319999999999985 -0.085254999999999984 -0.091874999999999984 -0.15034499999999998 0.083235000000000017 0.11769000000000002 0.088090000000000016 0.00063500000000000004 0.11751000000000002 0.16173500000000005 0.060330000000000002 -0.071579999999999991 -0.0065699999999999986 -0.010024999999999997 -0.53100499999999984 0.095130000000000006 0.090310000000000015 0.088225000000000012 -0.070454999999999976 -0.091274999999999981 0.086565000000000017 -0.45785999999999999 -0.093284999999999993 -0.095524999999999985 -0.0057949999999999989 -0.092909999999999979 0.11596500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -5 17 9 10 15 12 13 14 -12 16 18 -6 19 20 23 -21 25 27 -25 -23 -22 28 -7 -19
right_child=1 4 -4 5 7 8 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 29 -20 21 26 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00030153118617900793 -0.0008444320224225522 -0.00067866315599530947 0.00078259917534887792 9.1125701005840987e-05 0.00051425198354991151 -0.00014483335111435737 0.00093265397859795492 -0.00053725822125906477 0.00058977911941751485 -0.00048635222483426336 -0.00090012775268405682 0.00016857044719573524 -0.00070763891278201145 0.00040386530978139498 7.9354158203516693e-05 0.00056925144296352914 -0.00049599198005475609 -1.3069029817748817e-05 -0.00030495429891743699 0.0009769845594469783 -7.0274937170324849e-05 0.00042335160372507138 0.00069761313231235067 -0.00063217743707355122 0.00010206342079754904 -0.00023849657629161021 -0.00086594051958638297 0.00083778235407821328 0.00051064685644435133 0.00037650262005627159
leaf_weight=22 20 20 25 31 20 20 20 27 21 24 20 45 34 20 21 24 26 2341 28 23 20 24 24 20 64 46 21 22 23 25
leaf_count=22 20 20 25 31 20 20 20 27 21 24 20 45 34 20 21 24 26 2341 28 23 20 24 24 20 64 46 21 22 23 25
internal_value=0 -2.1406e-06 4.85623e-05 1.99338e-05 -1.60198e-05 4.77716e-05 0.000421137 -1.05275e-05 1.43653e-05 -7.64509e-06 1.42387e-05 -0.000176663 -0.000340195 -0.00013539 -0.000398442 8.36576e-05 5.13743e-05 -4.56706e-06 9.38565e-05 0.00013023 8.30359e-06 0.00032823 0.000169493 0.000142067 -7.27558e-05 -1.15772e-05 -0.000477811 0.000419683 0.000205772 -8.95268e-06
internal_weight=0 3099 666 641 2433 621 51 2413 570 549 525 140 95 61 41 385 361 2386 335 307 190 117 94 149 84 70 41 65 43 2366
internal_count=3121 3099 666 641 2433 621 51 2413 570 549 525 140 95 61 41 385 361 2386 335 307 190 117 94 149 84 70 41 65 43 2366
is_linear=0
shrinkage=0.1


Tree=1984
num_leaves=31
num_cat=0
split_feature=1213 401 1212 401 1213 1211 15 15 132 1186 132 403 1208 1209 131 159 15 1447 1213 160 43 15 160 43 43 43 13 1456 1212 1212
split_gain=0.000194683 0.000227293 0.000626955 0.00060215 0.00051926 0.000375538 0.000313264 0.00178026 0.00176366 0.00573031 0.000858884 0.000897738 0.00156881 0.00162272 0.000868055 0.00109963 0.00160049 0.00100322 0.000789701 0.000895213 0.000798502 0.000600895 0.000558015 0.000609989 0.00146855 0.00141365 0.00079397 0.000657657 0.000513833 0.00204004
threshold=0.51370000000000016 0.11916500000000001 -0.084689999999999988 0.11444000000000001 0.26538000000000006 0.11986000000000001 0.087485000000000021 0.087685000000000013 -0.083284999999999984 0.049580000000000006 -0.014954999999999998 -0.54631999999999992 0.10233500000000001 -0.074484999999999982 0.08956500000000002 -0.10296999999999999 0.093115000000000017 1.0000000180025095e-35 -0.086979999999999988 -0.53379499999999991 0.05259500000000001 0.086885000000000004 -0.11922499999999998 0.055925000000000009 0.0068900000000000012 0.08845500000000002 -0.083894999999999983 -0.062944999999999987 0.087490000000000012 0.086860000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 21 -8 -9 10 -10 -12 13 -13 17 -16 -17 18 20 -20 -15 28 -21 24 26 -25 -24 -28 29 -1
right_child=-2 2 -4 -5 -6 -7 7 8 9 -11 11 12 -14 14 15 16 -18 -19 19 22 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-6.9516406365347896e-06 0.00031099450832698498 5.3935847126922461e-05 -0.00059257000169428886 0.00052319372982972045 -0.00040256160900753457 -0.00042944906308548528 0.00097134824484653251 0.00068828173638254295 0.00065118540325942301 -0.0016286725711064981 -0.00044846918616393535 -0.00086216383686405602 0.00078954987917053852 0.00083333653534422279 0.00024845417023503354 4.6173226170746302e-05 -0.0010970974552910774 0.00078763393962401015 -0.00047854851422926006 0.00044712728558806705 1.4757691744968972e-05 -0.00043601991862735967 0.00046051815283135509 0.00099525384546723223 -0.00087050729081965999 -8.5399391382258949e-06 -0.00049616044391235668 3.2413814152823761e-05 0.00021775611994227654 -0.0010216354083968325
leaf_weight=2133 20 40 24 22 32 20 21 39 23 21 37 20 28 26 28 24 25 21 32 36 22 33 35 20 20 47 29 125 98 20
leaf_count=2133 20 40 24 22 32 20 21 39 23 21 37 20 28 26 28 24 25 21 32 36 22 33 35 20 20 47 29 125 98 20
internal_value=0 -2.00577e-06 -0.000188504 1.92439e-06 -1.87924e-06 2.41906e-06 5.33414e-06 6.49693e-05 3.60423e-05 -5.05192e-06 5.19649e-05 2.7996e-05 6.07641e-05 2.07523e-05 5.67897e-05 -0.000251462 -0.000537128 0.00011426 7.81868e-05 2.5168e-05 0.000458155 -1.23945e-05 7.68312e-05 2.85318e-05 -5.56408e-05 0.0002911 3.05884e-05 -6.71229e-05 -6.18412e-06 -1.63774e-05
internal_weight=0 3101 64 3037 3015 2983 2963 679 658 619 598 575 538 510 490 77 49 413 392 344 48 2284 312 276 209 67 189 154 2251 2153
internal_count=3121 3101 64 3037 3015 2983 2963 679 658 619 598 575 538 510 490 77 49 413 392 344 48 2284 312 276 209 67 189 154 2251 2153
is_linear=0
shrinkage=0.1


Tree=1985
num_leaves=31
num_cat=0
split_feature=132 1185 1203 42 42 42 12 1429 155 16 2 155 155 12 4 400 390 11 9 133 129 1213 4 12 1212 1212 1213 52 42 42
split_gain=0.000230141 0.000699118 0.0005708 0.000266009 0.000674449 0.000532843 0.000499953 0.000264778 0.000639304 0.000262166 0.000975171 0.000734282 0.000414227 0.00038469 0.000266659 0.000256374 0.000244643 0.000307469 0.000338907 0.000253707 0.000850056 0.000563474 0.000549773 0.00102507 0.000667682 0.00145526 0.00113666 0.000901042 0.000669874 0.00100883
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.021469999999999996 -0.013389999999999997 -0.062154999999999995 0.110195 -0.23752499999999996 0.14786500000000002 0.62682500000000008 0.11067500000000001 0.11854500000000001 0.10626500000000001 0.093765000000000015 -0.50262499999999988 -0.016164999999999995 0.088485000000000008 0.10553000000000001 0.10860500000000002 -0.0061299999999999992 0.10596500000000002 -0.21306999999999995 0.058735000000000009 0.092655000000000015 -0.087464999999999987 -0.030914999999999995 -0.088569999999999996 0.087435000000000013 0.091735000000000025 0.090470000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 15 -3 9 11 14 12 16 -14 -11 -1 17 18 19 20 22 -21 24 -24 26 -26 27 -9 29 -27
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leaf_value=8.5899897914549177e-05 0.00058240715990818691 -0.00035926682154240551 -0.00052905349326061294 0.00060175214894115931 -6.1130725203618178e-05 -0.00042146157717243542 0.00042352791695686231 0.00047968599793614088 0.00050932978931814436 -0.00015397088980535046 -0.0006599973342788333 0.00052516138099168461 -0.00061329243527281853 -4.8660760512575515e-07 0.00035054661143063147 -0.00039159411364538677 -0.00025676200449067569 0.0003656634372115756 -0.00040397236967692156 -0.00052292873428779699 0.00070757749679614798 -2.2218235536732843e-06 -0.00038501090479149387 0.00035475366659319175 0.00097777018949273052 9.6052992985524069e-05 -0.00056430844960208887 -0.0002992635420351117 0.00045804854959462086 -0.00063777074217796336
leaf_weight=22 21 20 27 20 66 42 22 33 25 20 27 27 21 20 22 23 35 24 20 21 20 2002 67 26 20 296 39 27 46 20
leaf_count=22 21 20 27 20 66 42 22 33 25 20 27 27 21 20 22 23 35 24 20 21 20 2002 67 26 20 296 39 27 46 20
internal_value=0 7.51454e-06 -9.81291e-05 -3.84627e-05 9.30281e-05 -0.000142208 3.2847e-05 3.3197e-06 5.85705e-06 1.41412e-06 -0.000191121 6.22052e-06 1.10126e-06 -0.000314363 0.0001103 -0.000158153 5.89875e-06 9.35351e-06 6.11065e-06 9.24464e-06 6.67051e-05 -7.62709e-06 4.4375e-05 -0.000178195 8.74083e-05 0.000147387 -0.000144025 0.000129159 0.00010151 4.96085e-05
internal_weight=0 2899 222 195 86 109 67 2878 2858 2833 69 2764 2737 41 42 45 2696 2661 2637 2617 594 2023 574 93 481 382 99 60 362 316
internal_count=3121 2899 222 195 86 109 67 2878 2858 2833 69 2764 2737 41 42 45 2696 2661 2637 2617 594 2023 574 93 481 382 99 60 362 316
is_linear=0
shrinkage=0.1


Tree=1986
num_leaves=31
num_cat=0
split_feature=156 474 160 474 474 1451 13 160 1455 1455 158 159 1455 1455 1455 1447 1447 12 1447 481 1452 1453 158 158 16 159 159 11 156 1420
split_gain=0.000200057 0.000624944 0.000968582 0.00070581 0.000341584 0.000331212 0.00061409 0.000513689 0.00036014 0.000681995 0.000749653 0.00066686 0.000411321 0.000420471 0.000559187 0.000444455 0.000803474 0.00362378 0.00162974 0.0010157 0.000417653 0.000770631 0.000452787 0.000891357 0.000829334 0.00105836 0.000878201 0.000407931 0.00073585 0.00115303
threshold=0.3248100000000001 0.11381000000000001 -0.046074999999999991 0.10970500000000001 0.10523500000000001 0.083235000000000017 -0.079969999999999986 -0.57146499999999989 -0.092919999999999989 -0.088559999999999986 -0.47144999999999992 -0.017094999999999996 0.10994000000000001 0.090900000000000022 0.098910000000000012 -0.092374999999999985 -0.085709999999999995 0.083985000000000018 -0.084149999999999989 -0.081434999999999994 0.081315000000000012 -0.048199999999999993 0.10667500000000002 0.10398500000000001 -0.021269999999999997 0.11109000000000001 0.11245500000000001 0.095720000000000013 -0.065739999999999979 -0.053334999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 -1 11 -10 -11 -9 13 15 -15 -12 17 -17 -18 -19 21 -20 23 27 25 -24 -26 28 29 -23
right_child=-2 2 -4 -5 -6 6 -8 8 9 10 12 -13 -14 14 -16 16 18 19 20 -21 -22 22 24 -25 26 -27 -28 -29 -30 -31
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leaf_weight=20 23 22 20 25 27 21 20 21 21 25 37 27 23 28 39 22 27 22 22 20 25 31 20 20 21 23 23 57 2369 20
leaf_count=20 23 22 20 25 27 21 20 21 21 25 37 27 23 28 39 22 27 22 22 20 25 31 20 20 21 23 23 57 2369 20
internal_value=0 2.18148e-06 0.000385299 -3.08388e-06 1.28072e-06 -1.90192e-06 -0.00028418 2.00405e-06 -1.4284e-06 -5.9328e-06 -1.7839e-06 0.000270243 -6.56811e-06 -3.14026e-06 0.000244385 -9.15122e-06 -4.47177e-06 0.000345658 -1.29023e-05 -0.000198942 -4.96992e-06 -1.06753e-06 -6.08519e-06 1.72841e-06 -0.000230344 8.19736e-05 -0.000535564 -3.64028e-06 2.58788e-06 0.000378412
internal_weight=0 3098 42 3056 3031 3004 41 2963 2943 2895 2874 48 2849 2826 67 2759 2722 64 2658 42 2631 2606 2584 2497 87 43 44 2477 2420 51
internal_count=3121 3098 42 3056 3031 3004 41 2963 2943 2895 2874 48 2849 2826 67 2759 2722 64 2658 42 2631 2606 2584 2497 87 43 44 2477 2420 51
is_linear=0
shrinkage=0.1


Tree=1987
num_leaves=31
num_cat=0
split_feature=1209 15 132 1204 15 15 1210 42 42 0 12 12 13 1446 3 13 160 0 4 50 43 12 12 481 1447 403 42 484 484 1
split_gain=0.00019002 0.000224951 0.00193912 0.00561856 0.00123901 0.000529271 0.001443 0.000784324 0.00104 0.000517005 0.0012898 0.00155353 0.000869307 0.0012933 0.00277705 0.00107161 0.00118393 0.00114352 0.000855726 0.00172022 0.00136054 0.000808812 0.000710246 0.000435747 0.00167735 0.0011163 0.000435423 0.000318806 0.000368636 0.000789061
threshold=-0.14444499999999996 0.09116500000000001 -0.083284999999999984 -1.0000000180025095e-35 0.091915000000000011 0.089485000000000023 -0.00092999999999999995 -0.050249999999999996 0.089390000000000011 -0.076579999999999995 0.096475000000000019 0.095330000000000012 -0.081224999999999978 0.037915000000000011 -0.075634999999999994 -0.078944999999999987 -0.013084999999999998 -0.082084999999999977 -0.072334999999999997 0.090515000000000012 0.031595000000000005 0.090345000000000023 0.091715000000000005 -0.087424999999999989 -0.085324999999999984 -0.54631999999999992 0.094010000000000024 -0.50340999999999991 -0.13719999999999996 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 23 -7 -8 -9 12 11 26 13 14 21 -14 -17 22 19 -12 -20 -6 -18 24 -2 -25 -11 -27 29 -29
right_child=1 2 3 4 9 6 7 8 -10 10 18 -13 15 -15 -16 16 17 -19 20 -21 -22 -23 -24 25 -26 27 -28 28 -30 -31
leaf_value=0.00030724761789315382 -0.0009048426978988573 0.0007997330294033005 -0.0016338055004598573 0.00062494944830081972 -0.00034012452088063585 -0.00097871769020067812 0.00042879610324841151 -0.00078250355242441094 0.00022508764523081483 0.00013035072244688749 0.0010135471355170011 -0.0010800084519360098 0.00084729775803030606 0.00041322245721376553 -0.0013321600398921874 -0.0003242666416969899 0.0004695766265649581 0.00085554127455300969 0.00020512520876945931 -0.00018478899399506981 -0.00068672342481127446 0.00048085646509813773 -0.00036309096834711023 0.00057881653703974959 0.00013441084287833514 -0.00040437641524476936 -0.00046812295564450327 0.00053970110114991057 -1.0322734130874739e-05 -0.00013288300022285318
leaf_weight=20 25 33 20 38 24 21 24 21 20 31 25 24 28 34 20 35 20 30 50 23 26 24 21 33 41 20 20 37 2300 33
leaf_count=20 25 33 20 38 24 21 24 21 20 31 25 24 28 34 20 35 20 30 50 23 26 24 21 33 41 20 20 37 2300 33
internal_value=0 -1.9816e-06 5.76105e-05 7.935e-06 7.73532e-05 -1.41546e-05 -0.000258056 -2.52264e-05 -0.000290996 2.95172e-05 -8.92051e-05 -0.000416557 0.000129626 -9.03536e-05 -0.000342142 0.000297074 0.000151731 0.000386378 0.00010879 0.000439344 -9.99809e-05 7.0366e-05 4.30883e-05 -5.72732e-06 -0.000259246 1.17826e-06 -0.000104345 -6.7975e-06 -3.4424e-06 0.000222626
internal_weight=0 3101 526 493 473 2575 86 65 41 435 199 75 236 102 68 134 106 71 124 48 76 48 41 2489 66 2423 51 2390 2370 70
internal_count=3121 3101 526 493 473 2575 86 65 41 435 199 75 236 102 68 134 106 71 124 48 76 48 41 2489 66 2423 51 2390 2370 70
is_linear=0
shrinkage=0.1


Tree=1988
num_leaves=31
num_cat=0
split_feature=132 15 393 2 52 2 399 12 1429 472 471 1446 51 1427 51 1427 1426 1429 2 157 157 484 157 1371 151 49 52 2 45 11
split_gain=0.000217066 0.000672904 0.000562406 0.000289418 0.000411345 0.000386686 0.000329705 0.000302117 0.000239256 0.000556742 0.000374439 0.000360494 0.00078797 0.000281555 0.000824491 0.000439901 0.000360438 0.000298273 0.00144162 0.00168623 0.000445682 0.00302706 0.00180593 0.00129346 0.000693731 0.000559754 0.000412023 0.000313954 0.000288124 0.000647218
threshold=-0.083174999999999985 0.091475000000000015 0.12069000000000002 0.088665000000000008 0.08709500000000002 0.10252500000000002 0.089300000000000004 0.087505000000000013 -0.23752499999999996 -0.19476999999999997 0.10338500000000002 0.11353000000000001 0.020580000000000005 0.088755000000000014 -0.066639999999999991 0.08486500000000001 -0.061919999999999996 -1.0000000180025095e-35 0.10060500000000001 -0.076494999999999994 -0.087424999999999989 0.085740000000000011 -0.086394999999999986 0.083235000000000017 -0.54279999999999984 -0.00064499999999999985 -0.56368999999999991 0.087470000000000006 0.094030000000000016 -0.011194999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 6 -5 7 -1 -2 -10 11 13 -13 15 -15 16 -11 18 19 -18 21 25 -22 24 -24 -19 -26 -27 29 -28
right_child=2 -3 -4 5 -6 -7 -8 -9 9 10 -12 12 -14 14 -16 -17 17 20 -20 -21 22 -23 23 -25 26 27 28 -29 -30 -31
leaf_value=-0.00012511379483233517 -0.00034113305453502111 -0.00053574429242871698 0.00052292589486266177 0.00035038577947201898 -0.00045324580092585224 -9.5069879753282302e-05 -0.00034044404139580288 0.00031660688227930223 0.00043447125237435104 -0.0003326143882077304 -0.00040043871609352365 -0.00014613663134652944 0.00071024653575891129 0.00015767128930019682 -0.00067194981687783222 0.00047172718506772072 0.00037642303194540246 0.00045795678591821341 0.00082233112747780992 -0.000791926647625154 0.00085332225682213908 -0.0013086638048775967 0.00059444524512400679 -0.00059592041264598574 0.00043382344143041838 0.00018643255961333955 0.0005429734571159564 -0.00029565395579473784 -0.00029897494714532514 -1.9773614450998742e-06
leaf_weight=30 20 30 21 38 29 40 23 32 30 32 23 21 22 25 23 20 30 25 25 21 25 20 20 36 22 22 22 35 32 2327
leaf_count=30 20 30 21 38 29 40 23 32 30 32 23 21 22 25 23 20 30 25 25 21 25 20 20 36 22 22 22 35 32 2327
internal_value=0 -9.53009e-05 7.29797e-06 -2.64816e-05 -0.000128038 0.000121947 -1.70848e-05 0.000102871 3.53557e-06 5.94753e-06 1.40166e-06 4.69661e-06 0.000292013 2.23548e-07 -0.000239855 4.4696e-06 1.00073e-06 5.01113e-06 0.00020027 -0.000104662 -7.27335e-07 -0.000205595 7.68512e-06 -9.12247e-07 7.92815e-06 6.34457e-05 3.04661e-06 -0.000109585 -9.33684e-07 3.12648e-06
internal_weight=0 222 2899 192 114 78 85 62 2878 2858 2828 2805 43 2762 48 2714 2694 2662 76 51 2586 102 2484 2459 2423 82 2403 57 2381 2349
internal_count=3121 222 2899 192 114 78 85 62 2878 2858 2828 2805 43 2762 48 2714 2694 2662 76 51 2586 102 2484 2459 2423 82 2403 57 2381 2349
is_linear=0
shrinkage=0.1


Tree=1989
num_leaves=31
num_cat=0
split_feature=156 475 1425 153 474 0 48 148 14 14 14 142 16 1374 1371 402 150 16 482 482 1429 49 475 3 3 0 16 52 52 2
split_gain=0.000213426 0.000529316 0.000298766 0.000301339 0.000285315 0.000265115 0.000283262 0.00039822 0.000381837 0.000538388 0.00051095 0.00125981 0.00024983 0.00197234 0.00194381 0.00133555 0.000889304 0.0015658 0.000862715 0.00149082 0.000794394 0.000929042 0.000652856 0.0006155 0.00193546 0.00135306 0.00157524 0.000791503 0.00159836 0.00248218
threshold=0.3248100000000001 0.13528000000000004 0.10129000000000002 0.086100000000000024 -0.25711499999999993 -0.26609999999999995 -0.089814999999999992 -0.079549999999999996 0.097795000000000007 0.085220000000000004 0.078235000000000013 -0.057499999999999989 -0.0094449999999999968 0.087110000000000007 0.083235000000000017 0.10874500000000002 0.10846000000000001 -0.0083599999999999976 0.098465000000000011 0.090355000000000005 0.083960000000000021 0.084620000000000015 -0.082549999999999998 -0.082234999999999989 -0.081644999999999981 -0.087184999999999985 0.0013750000000000001 0.5140450000000002 0.10024500000000001 0.095545000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 9 10 11 -8 14 15 18 16 17 -14 19 20 22 -22 -13 25 -25 26 -19 28 -26 -30
right_child=-2 -3 -4 -5 5 6 8 -9 -10 -11 -12 12 13 -15 -16 -17 -18 23 -20 -21 21 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=0.00035490233694081725 -0.00030349641456268729 0.00050259991465801638 -0.0003864043820067309 -0.00036740499358116227 0.00033238781907130033 -0.0001227823069452175 0.00075264913400381129 0.00042804032069398095 -0.00043044388058617535 0.00051455748608532305 -0.00036558041168833512 0.00041958457624882857 -0.00072293244767934089 -0.001031411090225447 0.00085644840857841903 0.00058744996820357361 0.00054939571467305841 0.0010584689079594144 -0.00058165914556593636 0.00080980220420473351 4.0847213240340354e-05 -0.0009230208564213172 5.6178708756033148e-07 -0.00099038539968508612 -1.9467988957996928e-05 -2.7352406825804413e-05 2.1317043501767333e-05 0.00044617008014548836 -0.0012060139230602692 3.1222932567984302e-05
leaf_weight=23 23 21 20 22 24 21 22 35 21 20 39 38 35 20 27 34 24 27 25 23 20 20 1729 24 355 304 32 28 31 34
leaf_count=23 23 21 20 22 24 21 22 35 21 20 39 38 35 20 27 34 24 27 25 23 20 20 1729 24 355 304 32 28 31 34
internal_value=0 2.2532e-06 -1.16158e-06 1.35881e-06 4.0319e-06 1.35261e-06 -1.30631e-06 0.000221482 -5.56147e-06 -2.49636e-06 -6.07335e-06 -1.15723e-06 -7.01721e-06 -4.88807e-05 1.40702e-05 -2.77054e-05 -5.11006e-05 -6.7666e-05 1.80919e-06 9.78007e-06 -4.02838e-07 -0.000441087 9.57303e-06 -4.01998e-05 -0.000115493 5.77016e-05 0.000495946 -6.86233e-05 -0.000102943 -0.000558844
internal_weight=0 3098 3077 3057 3035 3012 2988 56 2932 2911 2891 2852 2830 948 1882 928 894 870 1855 1830 1807 40 1767 835 472 363 59 448 420 65
internal_count=3121 3098 3077 3057 3035 3012 2988 56 2932 2911 2891 2852 2830 948 1882 928 894 870 1855 1830 1807 40 1767 835 472 363 59 448 420 65
is_linear=0
shrinkage=0.1


Tree=1990
num_leaves=31
num_cat=0
split_feature=132 132 120 40 33 9 16 132 1 1185 15 132 16 3 4 12 133 133 1213 1213 1212 13 13 16 403 2 1210 1210 13 42
split_gain=0.000199006 0.000405814 0.000434115 0.000572544 0.000338399 0.000265021 0.00128988 0.00030603 0.0054678 0.00380359 0.000755434 0.00167656 0.00038598 0.000398675 0.000279899 0.00039045 0.000229262 0.000916341 0.000407133 0.000577292 0.000612684 0.00222988 0.00146592 0.000805284 0.000655913 0.00420403 0.00089283 0.00132808 0.000595594 0.000372158
threshold=-0.43443999999999999 -0.41094499999999995 0.093680000000000013 -0.24134999999999998 -0.012019999999999998 0.091600000000000015 -0.42170999999999997 -0.083284999999999984 0.089475000000000013 -0.087384999999999977 0.084905000000000022 -0.097939999999999985 -0.089669999999999986 -0.086049999999999988 0.62931500000000018 -0.23059999999999997 -0.0081349999999999981 -0.0097699999999999992 -0.22748999999999997 -0.090324999999999989 0.041590000000000009 -0.084154999999999994 -0.068269999999999983 -0.080509999999999984 -0.5492149999999999 0.083935000000000023 -0.078184999999999991 -0.0061249999999999994 -0.0060599999999999994 0.10755000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 8 10 -9 12 -12 -6 -14 15 -11 17 29 -18 -20 24 -22 -23 -24 25 -21 -26 -28 -25 -17
right_child=1 2 -4 4 5 6 -8 9 -10 14 11 -13 13 -15 -16 16 18 -19 19 20 21 22 23 28 26 -27 27 -29 -30 -31
leaf_value=-0.00022447594896314116 0.00044093653559684753 0.00050028998015003037 -0.00041516843577846886 -0.00035297617497336535 -0.00030505182535853236 -0.0003350984706643927 0.00069642595782945006 -0.0013828874187311159 0.0014283276921897023 0.00036923356926841925 0.00014899946851073764 -0.0011458217789186164 -3.4333701030566142e-05 0.00049060551075102846 -0.00032540835779330406 1.0972575367261042e-05 -0.00045324434350255789 0.00068843689454793503 0.00052395346734556379 -0.00062692872452316814 -0.0010163528462206679 0.00059307106923119264 -0.00069405758381785396 -0.00044053988071027559 -0.00052619434004141528 0.0012868636103424555 0.00057594747600094888 -1.3835009860233749e-05 0.00025510384775770948 0.00035686501377671397
leaf_weight=39 21 23 25 27 25 22 27 20 27 29 20 20 39 23 26 542 21 22 20 22 28 29 26 20 33 24 39 1817 32 33
leaf_count=39 21 23 25 27 25 22 27 20 27 29 20 20 39 23 26 542 21 22 20 22 28 29 26 20 33 24 39 1817 32 33
internal_value=0 2.84056e-06 -1.65004e-07 3.25235e-06 -5.4183e-07 2.64495e-06 0.000233293 -1.2031e-06 0.00013602 -8.79645e-06 -0.000138723 -0.000498411 2.66508e-05 0.000160402 1.14992e-06 4.25204e-06 3.43449e-07 5.50574e-05 -1.51299e-05 -1.07278e-05 -1.58938e-05 -0.000221865 -1.39618e-05 -0.000239653 -1.52371e-06 0.000371572 -1.06091e-05 -1.44195e-06 -1.24514e-05 3.08238e-05
internal_weight=0 3082 3061 3036 3013 2986 49 2937 154 2783 127 40 87 62 2763 2737 2708 597 2111 2090 2070 135 107 78 1935 46 1889 1856 52 575
internal_count=3121 3082 3061 3036 3013 2986 49 2937 154 2783 127 40 87 62 2763 2737 2708 597 2111 2090 2070 135 107 78 1935 46 1889 1856 52 575
is_linear=0
shrinkage=0.1


Tree=1991
num_leaves=31
num_cat=0
split_feature=132 1185 15 0 15 13 1 1203 403 33 129 2 133 3 12 2 42 394 391 13 129 0 2 130 12 0 12 403 15 0
split_gain=0.000227296 0.000546791 0.000447109 0.00027562 0.000546965 0.000306555 0.000525349 0.000437714 0.000324671 0.000209026 0.00022197 0.000951061 0.000968951 0.000503335 0.000738045 0.00124375 0.000477026 0.000402804 0.000581739 0.000347562 0.000477078 0.000434567 0.000425168 0.000328042 0.000527716 0.000646545 0.000409806 0.00035117 0.00183826 0.00141103
threshold=-0.083449999999999983 -0.083264999999999992 0.091475000000000015 -0.073309999999999986 -0.23032499999999997 0.0036400000000000004 0.086455000000000018 0.085595000000000018 -0.084674999999999986 -0.044254999999999996 0.083780000000000007 0.083935000000000023 -0.020859999999999997 -0.089819999999999983 0.090545000000000014 0.088930000000000023 -0.14899999999999999 -0.11103499999999998 -0.085594999999999991 0.0015850000000000003 0.096450000000000022 -0.10011499999999998 0.10699500000000002 -0.22699999999999995 0.13043000000000002 -0.043914999999999989 0.11586 -0.53960999999999981 0.089740000000000014 -0.086234999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 -6 -3 16 12 -12 14 15 -13 -11 -18 -19 20 21 -15 -21 -20 26 -26 27 28 29 -25
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leaf_value=0.0004799847139067771 0.00048269804973794336 0.0003104594977313272 -0.00047962069317388043 -0.00034695428828574506 -0.00021731438382397382 -0.00039260030534933322 -0.0004540218598516991 0.00048985450465062811 0.00019914143631467597 -0.00048231135207017707 4.4741279478850108e-05 -0.00042086554960155028 0.001005371299453102 -0.00014805410502958695 -0.00059404456987977028 0.0005316283464848171 0.00043240870762106386 -0.00054455951445561376 -0.00039672217542482984 0.00056370552382788684 -0.00032622277086092851 0.00048309773361931247 -1.110647043043917e-05 0.00046159074641764167 0.00069626447707378254 -8.9244567789137366e-08 -0.00032819645581558016 -8.1357758533993291e-06 0.00086955969691862936 -0.00065564682859425936
leaf_weight=21 24 22 27 26 39 24 21 22 36 21 21 29 21 20 29 26 21 20 21 31 29 24 22 20 24 30 39 2358 27 26
leaf_count=21 24 22 27 26 39 24 21 22 36 21 21 29 21 20 29 26 21 20 21 31 29 24 22 20 24 30 39 2358 27 26
internal_value=0 7.35874e-06 -9.89682e-05 -4.45893e-05 3.64075e-06 -6.68045e-05 -5.40926e-07 9.76354e-05 -1.74156e-05 3.39896e-06 1.03613e-06 9.06573e-05 0.000525056 3.7775e-06 -0.000185834 2.94043e-05 -7.62691e-06 -3.77216e-06 -7.34324e-06 0.000130185 -1.13315e-05 0.000196211 0.000325104 -3.1215e-06 1.53311e-07 0.000309401 -6.60758e-06 -1.4484e-06 0.000214563 -0.000169891
internal_weight=0 2905 216 189 163 142 118 97 75 2881 2859 252 42 210 84 55 2607 2586 2565 126 73 44 53 2545 2524 54 2470 2431 73 46
internal_count=3121 2905 216 189 163 142 118 97 75 2881 2859 252 42 210 84 55 2607 2586 2565 126 73 44 53 2545 2524 54 2470 2431 73 46
is_linear=0
shrinkage=0.1


Tree=1992
num_leaves=31
num_cat=0
split_feature=1204 1203 132 1203 15 15 1212 132 1 1204 130 1208 3 1208 1213 2 15 1213 403 403 12 1213 1213 1210 1210 129 1186 3 4 4
split_gain=0.000202511 0.000353077 0.000227316 0.00055232 0.000680457 0.000369276 0.00034444 0.000495173 0.000979679 0.000373808 0.000338531 0.000228655 0.000813549 0.000420762 0.000242009 0.000836382 0.000625616 0.000477576 0.000296076 0.000489907 0.00115613 0.000347774 0.00074861 0.000601913 0.00165528 0.000340469 0.000282236 0.000582032 0.000335705 0.00174147
threshold=0.057120000000000011 -1.0000000180025095e-35 -0.083449999999999983 0.089480000000000018 0.088235000000000022 0.091295000000000015 0.055770000000000007 -0.41127499999999995 0.089625000000000024 -0.084344999999999989 0.086750000000000008 0.098655000000000007 -0.081924999999999984 1.0000000180025095e-35 -0.24064499999999997 0.09358000000000001 0.088060000000000013 -0.15413999999999997 0.15011500000000003 0.10301500000000001 0.087215000000000015 -0.09411499999999999 -0.087969999999999979 -0.083289999999999989 -0.14310999999999999 -0.077709999999999987 -0.052704999999999995 -0.096544999999999978 -0.080584999999999976 -0.081374999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 11 -5 6 7 -3 9 -9 -11 13 -13 14 15 16 -4 -16 19 21 -21 -19 -23 24 -24 -25 27 -27 29 -28
right_child=-2 2 3 4 -6 -7 -8 8 -10 10 -12 12 -14 -15 17 -17 -18 18 -20 20 -22 22 23 25 -26 26 28 -29 -30 -31
leaf_value=0.00036933684677933345 -0.0002726811853116723 0.00039222891942632419 0.0003274641737251924 -1.8985635984723492e-05 0.00070503378869034349 -0.00051416562055237589 -0.00036530827327320979 -0.0001554029668064637 -0.00063502355897799136 0.00056687961845281766 1.7098224937702377e-05 0.00028198620319649898 -0.00046789343970699406 0.00042135756860564773 0.00045031959283126826 -0.00068067965102786932 -0.00028829655370138813 0.00030837320189473555 -0.00035500931385879246 -0.00019062432249830594 0.00084670462476258931 -0.00046391297181669095 -0.00027350771595679578 -0.00040570223964529024 0.00095446531498885677 -0.00022758984268875793 -3.0989990460394634e-05 0.00043311005076247967 1.4188134474582923e-05 -0.00079072184344113343
leaf_weight=26 27 27 33 27 25 20 30 37 25 21 24 23 39 24 24 23 33 36 23 21 22 35 21 21 23 20 528 40 1811 32
leaf_count=26 27 27 33 27 25 20 30 37 25 21 24 23 39 24 24 23 33 36 23 21 22 35 21 21 23 20 528 40 1811 32
internal_value=0 2.37957e-06 -7.30239e-07 6.14517e-06 0.000329101 -0.000108495 -5.90228e-05 9.54859e-06 -8.70156e-05 8.006e-05 0.000273663 2.15199e-07 -0.000189712 4.46628e-06 8.2266e-07 -0.000161383 1.95838e-05 6.25597e-06 2.2083e-06 5.35619e-06 0.000340102 -2.51158e-07 -4.64092e-06 1.7992e-06 0.000368387 -4.77906e-06 -1.31571e-06 0.000212877 -6.73602e-06 -7.44032e-05
internal_weight=0 3094 3068 2884 52 184 164 134 107 82 45 2832 62 2770 2746 89 66 2657 2633 2610 43 2567 2531 2496 44 2452 2431 60 2371 560
internal_count=3121 3094 3068 2884 52 184 164 134 107 82 45 2832 62 2770 2746 89 66 2657 2633 2610 43 2567 2531 2496 44 2452 2431 60 2371 560
is_linear=0
shrinkage=0.1


Tree=1993
num_leaves=31
num_cat=0
split_feature=1209 15 132 1204 15 1456 0 13 2 13 43 13 0 12 12 12 4 50 43 15 1210 42 42 481 133 403 15 50 12 15
split_gain=0.000200186 0.000226679 0.00210005 0.00499399 0.000941105 0.000507748 0.000512095 0.000986499 0.00164354 0.00211521 0.00162443 0.00149771 0.000910139 0.00127615 0.000761109 0.00154151 0.00065489 0.00166036 0.00127191 0.000496892 0.00121945 0.000665022 0.000896077 0.00036579 0.00145125 0.000858289 0.00342316 0.000389169 0.000353276 0.000338744
threshold=-0.14444499999999996 0.09116500000000001 -0.083284999999999984 -1.0000000180025095e-35 0.091915000000000011 0.075120000000000006 -0.076579999999999995 -0.081029999999999977 0.089775000000000008 -0.084319999999999992 -0.013024999999999998 -0.078944999999999987 -0.078244999999999995 0.091715000000000005 0.096475000000000019 0.095330000000000012 -0.072334999999999997 0.090515000000000012 0.031595000000000005 0.089485000000000023 -0.00092999999999999995 -0.050249999999999996 0.089390000000000011 -0.087424999999999989 0.087035000000000015 -0.52917499999999984 0.087485000000000021 0.099260000000000015 0.094835000000000017 0.11295500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 -3 -4 -5 6 7 8 9 -6 -10 -9 13 -13 15 29 17 -16 -18 23 -21 -22 -23 24 27 26 -25 -2 -15 -8
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leaf_weight=20 25 33 20 38 29 27 25 20 24 24 21 29 28 21 24 24 50 20 24 21 24 21 20 31 20 2370 22 21 22 23
leaf_count=20 25 33 20 38 29 27 25 20 24 24 21 29 28 21 24 24 50 20 24 21 24 21 20 31 20 2370 22 21 22 23
internal_value=0 -2.03392e-06 5.77867e-05 6.09087e-06 7.15371e-05 2.98468e-05 5.76395e-05 0.00016223 -7.31649e-05 -0.000450516 0.00037127 0.00035447 0.000196476 8.34274e-06 -6.23647e-05 -0.00031859 9.39759e-05 0.000399491 -8.76818e-05 -1.42536e-05 -0.000250576 -3.65412e-05 -0.000281264 -6.08815e-06 -0.000238366 2.38858e-07 0.000398233 7.08306e-05 -0.000337397 8.59404e-06
internal_weight=0 3101 526 493 473 435 408 218 98 53 45 120 100 72 190 72 118 44 74 2575 86 65 41 2489 66 2423 53 46 43 48
internal_count=3121 3101 526 493 473 435 408 218 98 53 45 120 100 72 190 72 118 44 74 2575 86 65 41 2489 66 2423 53 46 43 48
is_linear=0
shrinkage=0.1


Tree=1994
num_leaves=31
num_cat=0
split_feature=400 130 133 132 50 399 399 49 16 12 42 132 399 390 394 129 1429 1426 1419 3 52 1 474 475 157 484 475 0 12 1419
split_gain=0.000192293 0.000611522 0.000297297 0.000199518 0.00474386 0.00430606 0.00049531 0.000344331 0.000635895 0.000499401 0.000772445 0.000236194 0.000297486 0.000227319 0.000221222 0.000605059 0.000207523 0.000529731 0.000213227 0.000612363 0.0003188 0.000780973 0.000437704 0.000357246 0.00185031 0.00178472 0.0010904 0.000734906 0.00120984 0.000369866
threshold=0.10782000000000001 0.093505000000000019 -0.54084999999999994 -0.083284999999999984 0.10450500000000001 0.091580000000000009 0.090145000000000017 0.09567500000000001 -0.090764999999999985 0.086305000000000007 -0.021469999999999996 -0.015269999999999997 -0.065739999999999979 0.087590000000000015 -0.093064999999999981 0.097140000000000018 -0.23752499999999996 -0.089244999999999977 0.091465000000000005 -0.080934999999999993 -0.55692499999999978 0.10337500000000001 -0.25711499999999993 -0.085684999999999997 -0.086844999999999992 0.085790000000000019 -0.084894999999999984 -0.087634999999999977 0.091325000000000003 0.086505000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 11 7 8 -4 -10 -11 -5 -13 14 15 -14 -16 -18 20 -20 21 -19 -22 24 -24 27 -25 -26 -29 -28
right_child=1 -3 3 5 -6 -7 -8 -9 9 10 -12 12 13 -15 16 -17 17 18 19 -21 22 -23 23 26 25 -27 29 28 -30 -31
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leaf_weight=25 28 24 28 21 20 22 20 22 21 27 36 39 22 40 20 20 22 36 21 27 21 24 20 20 32 20 2370 29 22 22
leaf_count=25 28 24 28 21 20 22 20 22 21 27 36 39 22 40 20 20 22 36 21 27 21 24 20 20 32 20 2370 29 22 22
internal_value=0 -0.000190692 3.23101e-06 4.10385e-07 0.000104387 -5.89341e-06 -8.37814e-05 -1.44961e-05 5.65497e-05 -8.10201e-05 -0.000221795 4.87225e-06 2.39019e-06 -1.4465e-06 -4.89153e-06 -0.000232634 -1.35672e-06 1.03291e-06 -3.00279e-06 -0.000211861 8.2948e-07 0.000228677 -4.51906e-06 -7.5263e-07 0.000165486 -5.42412e-06 -9.22995e-06 0.000198911 0.000434615 -3.08189e-06
internal_weight=0 52 3069 3044 174 2870 154 134 112 84 63 2848 2827 2788 2748 42 2706 2686 2664 48 2616 60 2556 2535 123 103 2412 83 51 2392
internal_count=3121 52 3069 3044 174 2870 154 134 112 84 63 2848 2827 2788 2748 42 2706 2686 2664 48 2616 60 2556 2535 123 103 2412 83 51 2392
is_linear=0
shrinkage=0.1


Tree=1995
num_leaves=31
num_cat=0
split_feature=1203 1204 1203 132 1203 1185 1212 133 132 13 16 156 474 474 474 483 12 483 1456 43 130 483 1455 1456 11 52 471 4 1455 157
split_gain=0.000213723 0.000292684 0.000297611 0.000246447 0.000855567 0.000659696 0.000295406 0.000279007 0.000462076 0.000767021 0.000623087 0.000187444 0.000603557 0.000453235 0.000285015 0.00031805 0.000931483 0.000799463 0.000759132 0.000931993 0.000612082 0.000552568 0.000470823 0.00044836 0.000447993 0.000748113 0.00053678 0.000710201 0.00047744 0.00037418
threshold=0.10970500000000001 0.057120000000000011 -1.0000000180025095e-35 -0.083174999999999985 0.089005000000000015 -0.083264999999999992 0.055770000000000007 -0.012979999999999998 -0.41127499999999995 -0.0087749999999999981 -0.090344999999999995 0.3248100000000001 0.11381000000000001 0.10970500000000001 0.10523500000000001 0.098395000000000024 0.23631000000000002 0.10357500000000001 -0.045159999999999999 -0.078469999999999984 -0.22562499999999999 0.12236500000000002 -0.097209999999999977 -0.16480999999999998 0.095720000000000013 -0.090859999999999982 0.086465000000000014 -0.0052149999999999992 -0.072959999999999983 -0.087424999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 7 8 -4 10 -10 12 13 14 15 16 20 -17 23 -20 -7 -21 -22 -19 26 -26 28 -28 -24 -30
right_child=-2 -3 3 5 -6 11 -8 -9 9 -11 -12 -13 -14 -15 -16 17 -18 18 19 21 22 -23 24 -25 25 -27 27 -29 29 -31
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leaf_weight=26 20 23 27 21 20 25 27 24 21 34 37 23 39 24 27 32 20 20 23 23 34 29 34 20 21 29 23 29 113 2253
leaf_count=26 20 23 27 21 20 25 27 24 21 34 37 23 39 24 27 32 20 20 23 23 34 29 34 20 21 29 23 29 113 2253
internal_value=0 -2.10156e-06 5.54132e-07 -2.31589e-06 -0.000112604 5.0058e-06 -3.98189e-05 1.74606e-05 -4.52689e-05 -0.00015202 6.90531e-05 8.78077e-07 3.19864e-06 -2.28384e-06 1.48548e-06 -1.7144e-06 -9.86313e-06 0.00014136 1.83422e-05 -0.000169291 -4.55424e-06 -0.000403734 -9.40819e-06 0.000370154 -4.38535e-06 -0.00030071 1.65716e-06 0.000319521 -5.2299e-06 -1.05766e-05
internal_weight=0 3101 3078 3052 190 2862 170 143 119 92 58 2841 2818 2779 2755 2728 2581 147 115 75 2561 52 2536 40 2502 50 2452 52 2400 2366
internal_count=3121 3101 3078 3052 190 2862 170 143 119 92 58 2841 2818 2779 2755 2728 2581 147 115 75 2561 52 2536 40 2502 50 2452 52 2400 2366
is_linear=0
shrinkage=0.1


Tree=1996
num_leaves=31
num_cat=0
split_feature=1203 132 1204 1185 131 129 1210 1204 12 12 16 129 2 0 2 130 40 120 131 398 133 12 1210 1210 15 3 0 475 2 2
split_gain=0.000195546 0.00613735 0.00427645 0.000253518 0.000224805 0.000259665 0.000852393 0.000576272 0.000435419 0.000845007 0.000872565 0.000496469 0.000574009 0.000491082 0.000751097 0.00039002 0.000353865 0.000671118 0.000333368 0.000343717 0.000393839 0.000321915 0.0020002 0.00192458 0.000882514 0.0012783 0.00357449 0.0012177 0.00161134 0.00246772
threshold=0.089165000000000008 -0.083284999999999984 -0.080654999999999991 -0.091084999999999985 0.13857500000000003 0.083780000000000007 -0.0097899999999999984 -0.098194999999999991 0.092995000000000008 0.090545000000000014 0.064860000000000015 0.099425000000000013 0.097220000000000015 -0.084889999999999979 0.084855000000000014 -0.082104999999999984 -0.24290999999999999 0.093680000000000013 0.11925000000000001 0.099290000000000003 -0.50375999999999987 0.093965000000000007 -0.062539999999999984 -0.42132499999999995 0.11728000000000001 -0.065229999999999996 -0.063634999999999983 0.061570000000000007 0.097605000000000011 0.10188000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 7 -7 -5 9 10 13 -10 -13 15 -15 -8 -9 18 19 20 -18 23 -23 -22 25 27 -27 28 -24 -30
right_child=1 2 -4 4 -6 6 8 16 11 -11 -12 12 -14 14 -16 -17 17 -19 -20 -21 21 22 24 -25 -26 26 -28 -29 29 -31
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leaf_weight=22 23 21 37 21 22 20 22 22 24 20 22 20 24 20 42 43 22 20 37 35 21 25 240 1970 77 45 22 23 25 134
leaf_count=22 23 21 37 21 22 20 22 22 24 20 22 20 24 20 42 43 22 20 37 35 21 25 240 1970 77 45 22 23 25 134
internal_value=0 0.000153346 -0.000394802 -4.08585e-06 -1.62027e-06 7.18481e-07 9.68277e-05 -8.29943e-06 4.3923e-05 -4.20556e-05 3.98679e-05 0.000257605 5.80464e-05 -6.0852e-05 -0.000262195 0.000131198 -4.2676e-06 -1.00814e-06 -5.32146e-06 -9.50072e-06 -5.31669e-06 -8.90651e-06 -7.37154e-05 1.03311e-05 -3.50515e-05 -8.46015e-05 -0.000490373 -2.01781e-05 2.06061e-05 0.000267502
internal_weight=0 81 58 3040 3018 2996 257 2739 237 169 149 68 44 127 62 65 2718 2696 2676 2639 2604 2582 591 1991 566 489 67 422 399 159
internal_count=3121 81 58 3040 3018 2996 257 2739 237 169 149 68 44 127 62 65 2718 2696 2676 2639 2604 2582 591 1991 566 489 67 422 399 159
is_linear=0
shrinkage=0.1


Tree=1997
num_leaves=31
num_cat=0
split_feature=1213 43 0 43 43 43 1211 13 13 16 42 43 132 15 1211 398 133 4 42 12 16 43 33 13 160 13 13 160 13 42
split_gain=0.000233786 0.000219459 0.0011557 0.00111277 0.00100862 0.00093096 0.000899109 0.00058769 0.000871642 0.000730934 0.000721015 0.00105692 0.000515037 0.0047338 0.00399737 0.000438121 0.000874764 0.000892437 0.000697854 0.00190109 0.000418292 0.000394122 0.000378792 0.000451541 0.00170352 0.00126177 0.00143903 0.00120067 0.00322673 0.00108079
threshold=0.51370000000000016 0.060960000000000007 -0.13843999999999998 0.055925000000000009 0.05259500000000001 0.066275000000000014 0.11541000000000001 -0.051094999999999995 -0.092534999999999992 -0.23935499999999996 0.090690000000000007 0.18116500000000002 -0.083284999999999984 0.086195000000000008 0.099430000000000004 0.10071000000000001 -0.46007999999999999 -0.069999999999999993 -0.065479999999999997 0.11418000000000002 -0.081779999999999978 0.016310000000000002 0.085305000000000006 -0.088069999999999996 0.085330000000000003 -0.087404999999999997 -0.087714999999999987 -0.030779999999999998 -0.089109999999999981 0.08426500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -4 12 8 10 -9 -7 -12 13 -1 21 16 -11 -18 -19 -20 -10 22 23 24 27 26 -25 -14 -29 -26
right_child=-2 2 5 -5 -6 7 -8 9 20 15 11 -13 14 -15 -16 -17 17 18 19 -21 -22 -23 -24 25 29 -27 -28 28 -30 -31
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leaf_weight=94 20 27 26 30 20 55 20 23 20 35 22 30 100 20 21 26 22 21 20 25 21 38 35 22 25 2013 20 224 24 22
leaf_count=94 20 27 26 30 20 55 20 23 20 35 22 30 100 20 21 26 22 21 20 25 21 38 35 22 25 2013 20 224 24 22
internal_value=0 -2.19799e-06 -7.41418e-05 7.6389e-06 9.04172e-07 -2.49705e-05 6.18806e-06 2.17857e-05 0.00016788 -0.000103923 1.76562e-05 -0.000249312 1.16187e-06 0.000209107 -8.1564e-06 -0.000184916 -0.000106077 -0.000274262 -9.04019e-05 0.000131731 0.000559927 3.27975e-06 8.16723e-06 1.28337e-05 0.000110754 -5.98797e-06 -0.000548465 0.000187073 0.000305023 -0.000454334
internal_weight=0 3101 373 2728 2698 346 2678 320 148 172 107 52 2658 114 2544 149 123 88 66 45 41 2523 2485 2450 395 2055 42 348 248 47
internal_count=3121 3101 373 2728 2698 346 2678 320 148 172 107 52 2658 114 2544 149 123 88 66 45 41 2523 2485 2450 395 2055 42 348 248 47
is_linear=0
shrinkage=0.1


Tree=1998
num_leaves=31
num_cat=0
split_feature=132 1203 1185 133 42 16 42 13 0 376 2 123 33 9 106 3 3 2 4 4 0 0 13 150 12 40 133 131 4 4
split_gain=0.00022098 0.000691903 0.00057324 0.000265256 0.000644072 0.000423547 0.000403385 0.000308976 0.000200277 0.000194361 0.000404525 0.000269223 0.000236067 0.000293654 0.0010199 0.00035165 0.00236031 0.000978761 0.00372651 0.00521349 0.00106893 0.00084884 0.000808579 0.000616343 0.00047623 0.000458679 0.000623008 0.0006584 0.00062763 0.00114962
threshold=-0.083174999999999985 0.089005000000000015 -0.083264999999999992 -0.37971999999999995 -0.058859999999999989 -0.082039999999999988 -0.05332499999999999 0.01128 -0.086074999999999985 -0.083489999999999981 0.098035000000000011 -0.043329999999999994 -0.044254999999999996 -0.036024999999999995 0.085275000000000004 -0.042499999999999989 -0.049509999999999992 0.081135000000000013 0.053180000000000012 0.27044500000000005 0.056435000000000006 -0.26609999999999995 -0.16152999999999998 0.12558000000000002 0.13043000000000002 -0.083564999999999987 -0.084614999999999982 0.092410000000000006 0.00063500000000000004 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 8 -7 -6 -5 10 -4 -11 -13 14 -14 16 22 18 -17 -20 21 -19 -15 25 -24 -23 -27 28 29 -28
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leaf_value=0.00021602486570676169 0.00052793426300576406 -0.00057059634601938788 -0.00047079958213726059 5.5626849178224807e-05 -0.00016834187055272715 -4.7399645804294527e-06 0.0006079958926420659 -0.00071754036238417032 -0.00025126763620441175 -0.00034988255495028129 0.00013258448045235129 0.00035184066102374347 -0.00070672710385406401 -0.00062876740263163823 9.3118939747166056e-05 -0.00030155273531981487 -0.00099342471294221473 -0.00056944340933114286 0.0022244579775724561 -6.35220183705149e-06 0.00066849817940965294 -0.000361296146593304 3.9095794364350642e-06 0.00055792377208403895 0.00038130388133782514 -0.00046470269145781158 5.7945010937922024e-05 0.0006190813524881378 -9.0152243397312207e-05 0.00074128185655793243
leaf_weight=24 21 27 25 50 21 21 22 20 37 21 20 20 25 20 44 39 24 25 20 22 25 32 2019 21 34 24 163 20 206 29
leaf_count=24 21 27 25 50 21 21 22 20 37 21 20 20 25 20 44 39 24 25 20 22 25 32 2019 21 34 24 163 20 206 29
internal_value=0 -9.61562e-05 7.36345e-06 -3.04645e-05 -0.000195406 5.20062e-05 0.000308753 -0.000436244 -7.48915e-05 3.56498e-06 -0.000202629 6.84021e-06 9.50422e-06 7.05195e-06 -0.00019668 1.22145e-05 -7.42001e-06 7.79868e-05 0.000402332 0.00105594 2.97815e-05 -9.26061e-07 3.99538e-06 2.77869e-05 1.01597e-05 4.29986e-06 3.07684e-05 5.92164e-05 3.10825e-05 0.000161157
internal_weight=0 222 2899 195 65 130 43 41 87 2878 45 2833 2812 2792 69 2723 2097 626 81 42 545 520 2073 495 2053 474 442 418 398 192
internal_count=3121 222 2899 195 65 130 43 41 87 2878 45 2833 2812 2792 69 2723 2097 626 81 42 545 520 2073 495 2053 474 442 418 398 192
is_linear=0
shrinkage=0.1


Tree=1999
num_leaves=31
num_cat=0
split_feature=123 123 16 11 11 11 475 471 33 9 475 475 1426 475 12 0 1371 2 151 475 0 484 1429 1429 475 474 448 151 457 49
split_gain=0.000212242 0.000342364 0.000255565 0.000274678 0.000442456 0.000765314 0.000851723 0.000567751 0.000247732 0.000349608 0.000223161 0.000524638 0.000263736 0.000244846 0.00245074 0.00291161 0.00126678 0.0029327 0.000541905 0.000371859 0.000662755 0.000772588 0.000529767 0.00135892 0.000348463 0.000466923 0.000465781 0.000385236 0.000670048 0.000607056
threshold=0.13162000000000004 0.11410500000000003 0.64105000000000001 0.10458500000000001 0.095720000000000013 0.08976000000000002 0.12927000000000002 0.10277000000000001 -0.012019999999999998 0.091600000000000015 -0.40672499999999995 -0.10664 1.0000000180025095e-35 -0.085774999999999976 0.083715000000000026 -0.085384999999999975 0.083235000000000017 0.087995000000000004 -0.5145249999999999 -0.083344999999999989 -0.085754999999999984 0.085595000000000018 0.057970000000000008 0.088440000000000019 -0.082139999999999991 -0.084054999999999977 -0.083689999999999987 -0.081519999999999981 0.09228500000000002 -0.0072499999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 10 -10 -12 13 14 -13 -16 18 -18 -15 20 -20 -22 24 -24 -21 -26 -27 28 29 -28
right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 -11 11 12 -14 16 15 -17 17 -19 19 22 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.00031431630451697856 -0.00032471691825776362 0.00039517938857898117 -0.00026559200454762003 0.00029856617892942125 -0.0003541073144879192 0.00049779877261889565 -0.000652035789389629 0.00053374679642729465 0.00028409965086245427 0.00031596186915911471 -0.0003952078930417295 0.00046032065382699814 0.0003530462932152053 -0.00040281563719070303 -0.0015611841989448295 7.2516405877346796e-05 0.0014206193247810006 -0.00027138455909499459 0.00055490048369833723 -0.00039562000496185976 -0.0004455308214781563 0.00035755245946347716 -0.000855091304513805 2.225576859597244e-05 0.00047365454208504943 -0.00039149929808142284 -5.0626139710587276e-05 -7.5263091799967687e-06 0.00052703499919112395 0.0003894939865326373
leaf_weight=25 20 22 36 31 35 31 20 20 27 35 34 34 21 34 20 24 20 21 33 22 23 25 26 55 21 30 133 2166 36 41
leaf_count=25 20 22 36 31 35 31 20 20 27 35 34 34 21 34 20 24 20 21 33 22 23 25 26 55 21 30 133 2166 36 41
internal_value=0 2.09427e-06 -7.14388e-07 2.41923e-06 -6.28765e-07 3.52701e-06 -1.67408e-06 2.77132e-06 -8.83024e-07 1.83681e-06 -2.02629e-06 -4.76677e-06 -1.60634e-10 -2.6825e-06 -0.000177338 -0.000670075 2.38941e-06 0.000553983 -6.16081e-06 -9.95638e-07 0.000209918 -2.72583e-05 -7.74819e-06 -0.000259362 5.73858e-07 4.16523e-06 6.74448e-08 5.01147e-06 0.00013433 5.30803e-05
internal_weight=0 3101 3079 3043 3012 2977 2946 2926 2906 2881 2846 2819 2785 2764 78 44 2686 41 2645 2611 81 48 2530 81 2449 2427 2406 2376 210 174
internal_count=3121 3101 3079 3043 3012 2977 2946 2926 2906 2881 2846 2819 2785 2764 78 44 2686 41 2645 2611 81 48 2530 81 2449 2427 2406 2376 210 174
is_linear=0
shrinkage=0.1


Tree=2000
num_leaves=31
num_cat=0
split_feature=448 0 48 14 49 160 154 474 471 14 142 0 33 10 15 15 51 0 0 51 160 1 376 0 1 150 2 2 12 2
split_gain=0.000198217 0.000483448 0.000305034 0.000674158 0.000387865 0.000381607 0.000251909 0.000561925 0.000312323 0.00023802 0.000423444 0.0002842 0.00143172 0.00114566 0.00130969 0.00172381 0.0029499 0.00106665 0.000931067 0.00087524 0.000811838 0.00130979 0.000866549 0.000733923 0.000651049 0.000740588 0.000861542 0.000968261 0.000622495 0.000585787
threshold=0.068920000000000023 -0.26609999999999995 -0.089814999999999992 0.097795000000000007 -0.016249999999999997 -0.57146499999999989 0.085530000000000009 -0.45463999999999999 -0.086614999999999984 0.083150000000000016 -0.057499999999999989 -0.10224499999999999 -1.0000000180025095e-35 -0.014199999999999999 -0.07490999999999999 0.083195000000000005 0.067785000000000012 -0.10096999999999999 -0.14794999999999997 -1.0000000180025095e-35 0.096485000000000015 0.090475000000000014 -1.0000000180025095e-35 -0.11756999999999999 0.117245 0.094605000000000009 0.086825000000000013 0.093175000000000022 -0.083994999999999986 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 7 -7 -9 10 -10 13 -13 -12 20 16 18 -14 -16 -20 22 -22 -15 24 25 26 -24 -28 -26 -17
right_child=-2 2 3 -5 -6 6 -8 8 9 -11 11 12 17 14 15 29 -18 -19 19 -21 21 -23 23 -25 28 -27 27 -29 -30 -31
leaf_value=0.00046913233183493668 -0.00031380451207951415 3.6081523894854645e-05 0.00039537329860953225 -0.00058429724493180401 0.00058267155662178999 -0.00051088204120539808 0.00034872495707986677 0.00035566347699689992 0.0004233537945369987 -0.00032698251028626189 -0.00081840585189638668 0.00065100888956187513 -0.00072976503292011331 -0.00061030099845776854 0.00021719121902536313 0.00033323383892221924 -0.0016094358144549744 3.6559442872145961e-06 -8.3717819070443521e-05 -0.001019260531757027 -8.6140369636599322e-05 0.00099313424738205008 -0.0005938165082150828 0.00043411193724158544 -0.00014045616702787811 -0.00069142382766585798 0.00067224324362045583 -7.1199465987034313e-05 0.00057978382819176967 -0.00028092408791417257
leaf_weight=22 20 37 24 20 20 22 20 24 23 23 20 34 20 21 26 41 21 2329 20 20 22 23 23 43 20 20 22 86 30 25
leaf_count=22 20 37 24 20 20 22 20 24 23 23 20 34 20 21 26 41 21 2329 20 20 22 23 23 43 20 20 22 86 30 25
internal_value=0 2.02389e-06 -1.31369e-06 -5.63643e-06 0.000227868 -1.78126e-06 -4.98197e-06 -7.3735e-06 -3.60061e-06 -6.56158e-06 -4.01063e-06 -7.44029e-06 6.73676e-06 -7.73862e-05 -4.53768e-05 -0.000284779 -0.000577135 -2.58859e-06 -0.000248676 -0.000551489 7.27801e-05 0.000465489 6.09368e-06 5.9144e-05 -2.1073e-05 -0.000124636 -3.81037e-05 8.02426e-05 0.000291688 0.000100598
internal_weight=0 3101 3079 3022 57 3002 2978 2958 2936 2912 2889 2866 2383 483 463 153 87 2349 66 40 310 45 265 244 201 151 131 108 50 66
internal_count=3121 3101 3079 3022 57 3002 2978 2958 2936 2912 2889 2866 2383 483 463 153 87 2349 66 40 310 45 265 244 201 151 131 108 50 66
is_linear=0
shrinkage=0.1


Tree=2001
num_leaves=31
num_cat=0
split_feature=33 120 12 1213 133 402 401 402 0 0 403 43 403 403 131 3 131 3 131 16 1204 1203 128 16 160 3 43 133 2 132
split_gain=0.000281752 0.00020918 0.000481828 0.000205377 0.000219142 0.000730733 0.000677851 0.00186372 0.000677347 0.000846205 0.000308044 0.00166433 0.00105718 0.000296088 0.000276887 0.000459937 0.000341026 0.000458733 0.000449364 0.000407441 0.000327569 0.00098666 0.000314552 0.000696701 0.00163807 0.00156591 0.00177025 0.000797078 0.000495722 0.0011378
threshold=-0.009184999999999997 0.093680000000000013 0.22926500000000002 0.51370000000000016 0.51314000000000015 -0.45454999999999995 -0.06959499999999999 -0.26424499999999995 -0.072594999999999979 -0.07929499999999999 -0.53960999999999981 -0.040344999999999992 -0.52800499999999995 -0.51385999999999987 0.11863000000000001 -0.074479999999999977 0.10488000000000001 -0.07359499999999998 0.099565000000000015 -0.079109999999999986 0.058775000000000008 -1.0000000180025095e-35 0.081870000000000012 -0.081779999999999978 -0.022194999999999996 -0.094874999999999987 -0.016814999999999997 -0.0089749999999999986 0.085155000000000022 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 9 -6 11 -9 -12 -14 16 -16 18 19 20 -18 21 -15 28 27 -25 -26 -27 -24 29 -23
right_child=1 -3 -4 -5 8 6 7 10 -10 -11 12 -13 13 14 15 -17 17 -19 -20 -21 -22 22 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.00029997490987185424 0.00055409286239106834 -0.00028507939889095725 0.00047166455445800566 0.00032138355396455154 -0.00038908793217630992 0.00054076172198857305 -0.00088182704312202988 0.00085693452530540525 -0.00060872048270539387 0.00033675760930944104 -0.00056453452861839623 -0.00018828399762964976 0.00037023036222142932 0.00068977683993233811 6.2637868474914952e-05 -0.00059995610965415838 0.00031928009619670259 0.00051631953121310898 -0.00036193982014083305 -0.00019935431742906627 -0.00039913264702590829 0.00057311524406858632 -0.00016072178067530485 0.00047522426050688538 2.4334859523561694e-05 -0.0015698201666098266 -0.00031260841975987814 0.00049903876361592368 -1.9188836236012141e-05 4.8237150826090623e-05
leaf_weight=31 24 25 22 20 29 23 24 25 24 36 33 39 22 21 22 20 28 30 34 33 20 44 47 21 31 21 24 30 1645 673
leaf_count=31 24 25 22 20 29 23 24 25 24 36 33 39 22 21 22 20 28 30 34 33 20 44 47 21 31 21 24 30 1645 673
internal_value=0 3.00947e-06 5.35929e-06 1.98804e-06 -1.2506e-07 4.56425e-06 3.20555e-08 -4.2758e-06 -0.000154714 1.29188e-05 3.08055e-06 0.000220004 -1.87948e-06 4.83332e-06 1.90375e-06 -0.000252883 5.86417e-06 0.000196162 -7.68193e-07 3.87074e-05 3.99697e-06 7.15012e-06 1.49745e-06 -0.000128261 -0.000306544 -0.000522558 -0.000899307 9.63278e-05 1.10563e-05 8.04472e-05
internal_weight=0 3090 3065 3043 3023 2934 2910 2887 89 65 2863 64 2799 2766 2744 42 2702 91 2611 61 2577 2557 2536 174 97 76 45 77 2362 717
internal_count=3121 3090 3065 3043 3023 2934 2910 2887 89 65 2863 64 2799 2766 2744 42 2702 91 2611 61 2577 2557 2536 174 97 76 45 77 2362 717
is_linear=0
shrinkage=0.1


Tree=2002
num_leaves=31
num_cat=0
split_feature=33 132 1203 132 120 40 43 1213 12 12 130 15 9 12 151 157 484 157 150 151 151 447 151 4 49 484 52 16 47 47
split_gain=0.000228219 0.00021044 0.000527102 0.000498716 0.000281189 0.000389739 0.000245688 0.000443774 0.000295304 0.000867625 0.000763337 0.000412275 0.000230088 0.000960331 0.00022125 0.000782511 0.00164382 0.00122854 0.000874789 0.000742977 0.00103161 0.000450128 0.000448166 0.000483827 0.000660041 0.00108915 0.000399446 0.000498873 0.000345226 0.00073595
threshold=-0.009184999999999997 -0.083174999999999985 0.089005000000000015 -0.050879999999999988 0.093680000000000013 -0.24134999999999998 -0.0095349999999999983 0.085835000000000009 0.10866500000000003 0.089505000000000015 0.096010000000000012 -0.03241999999999999 0.091600000000000015 0.095330000000000012 -0.081519999999999981 -0.087424999999999989 0.091040000000000024 -0.086244999999999988 0.10846000000000001 -0.083969999999999975 -0.085164999999999977 0.092655000000000015 -0.10142999999999999 -0.018869999999999994 -0.067649999999999988 -0.084724999999999981 -0.029369999999999997 -0.011734999999999997 0.14174500000000004 0.13148500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -3 5 -5 -2 8 9 11 -10 -8 14 -14 15 -7 17 -17 19 20 22 28 26 -24 -25 -26 27 -19 29 -16
right_child=1 3 -4 4 -6 12 7 -9 10 -11 -12 -13 13 -15 21 16 -18 18 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00026997739820921373 0.00020624047378078105 0.0004377197413877757 -0.00050519142848012659 0.00041864574039051234 -0.00035021869804371486 -0.00046905380790121851 -0.00014901862666412291 -0.00044785260470234792 -0.00021793592033511096 -0.00062052573013352235 0.00052093984639464783 0.00042505578047976917 0.00068141030218533201 -0.00024273760764944284 -7.7184118927854511e-06 -0.000691688480964374 0.00085995368275756923 -0.00020734241295334262 0.00061187853881468379 0.00041638853578155656 -0.0007140685990452767 -0.00042358966535315499 -0.00017598008271306755 -8.3766474027039583e-06 7.5996032683178784e-06 0.00099766609072685238 -0.00032044113863126508 0.00039112688128415573 -0.00039071673729821395 0.00049922573540745114
leaf_weight=31 35 27 27 23 22 25 29 28 27 25 29 22 23 22 2288 21 27 30 30 45 20 26 29 38 20 25 49 26 23 29
leaf_count=31 35 27 27 23 22 25 29 28 27 25 29 22 23 22 2288 21 27 30 30 45 20 26 29 38 20 25 49 26 23 29
internal_value=0 2.70852e-06 -9.10905e-05 9.96911e-06 5.9039e-06 8.68315e-06 -3.37535e-05 -8.62521e-05 -9.54902e-06 -0.00013794 0.000164696 9.86213e-05 5.31078e-06 0.000229605 1.64185e-06 7.19448e-05 0.000109514 4.86677e-05 9.84993e-05 4.38845e-05 -2.68441e-05 -9.79797e-06 3.64946e-05 0.000175642 0.000298498 0.000557637 -0.000111929 7.05183e-05 -5.20028e-06 -1.37341e-06
internal_weight=0 3090 222 2868 2841 2819 195 160 132 76 56 51 2796 45 2751 385 360 333 312 282 237 2366 217 112 83 45 105 56 2340 2317
internal_count=3121 3090 222 2868 2841 2819 195 160 132 76 56 51 2796 45 2751 385 360 333 312 282 237 2366 217 112 83 45 105 56 2340 2317
is_linear=0
shrinkage=0.1


Tree=2003
num_leaves=31
num_cat=0
split_feature=1203 132 400 1185 130 10 0 40 15 1 4 12 4 147 33 10 16 9 4 14 45 14 147 3 2 4 0 1 13 51
split_gain=0.000202023 0.00553304 0.00383412 0.000319435 0.000186745 0.00047513 0.000517408 0.000493033 0.00045329 0.00031509 0.000954436 0.0010828 0.00132534 0.00066451 0.000254514 0.000717489 0.0034288 0.000501029 0.000297459 0.000543617 0.000937199 0.000712483 0.000309807 0.000351571 0.000705104 0.00444259 0.000735983 0.000703819 0.00125235 0.00257549
threshold=0.089165000000000008 -0.083284999999999984 -0.077734999999999985 -0.091084999999999985 -0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 -0.5556049999999999 0.13686500000000004 0.51164000000000009 -0.029094999999999999 0.27044500000000005 0.10479500000000001 -0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 -0.036024999999999995 0.51388000000000011 -0.31455999999999995 0.094030000000000016 -0.46825999999999995 0.093875000000000014 -0.042499999999999989 0.081135000000000013 0.04735000000000001 -0.23051499999999997 0.087325000000000014 -0.0021749999999999994 0.082455000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 -6 -7 -9 13 11 -11 -13 14 -10 16 -16 -17 19 21 22 -19 23 -21 25 -25 -26 -28 -29 -30
right_child=1 2 -4 4 5 7 -8 8 9 10 -12 12 -14 -15 15 17 -18 18 -20 20 -22 -23 -24 24 26 -27 27 28 29 -31
leaf_value=-0.00038382006036541004 0.001468335016271221 -0.0014046580760887911 0.00027099454386593107 -0.00030593997075811785 -7.9510894595711907e-06 -0.00048685606133013994 0.00070274510493618437 0.00033806262151392147 -0.00034130185006440365 2.0902845114635835e-05 0.00027713486539141739 -0.00018794764037011191 -0.0012901706551201643 0.00056213069141709381 -0.00040057206286542952 -0.00043581283470201827 0.0011654007576268029 -1.9837025320157411e-07 -0.00038704675855115054 -1.3800065104575089e-05 -0.0006715153432672932 0.00077034399090778263 -0.00029202038001838242 -0.00036685922449188578 -0.00025379144577267914 0.0015845346200512721 -4.9488417234664297e-05 1.9096047369802887e-06 0.00019645058938873593 0.0015215988934505732
leaf_weight=22 23 22 36 20 21 21 20 39 22 42 35 24 20 21 29 27 27 28 20 2081 21 21 36 28 70 20 156 94 55 20
leaf_count=22 23 22 36 20 21 21 20 39 22 42 35 24 20 21 29 27 27 28 20 2081 21 21 36 28 70 20 156 94 55 20
internal_value=0 0.000155865 -0.000364598 -4.15297e-06 -1.38535e-06 6.46368e-07 0.00033873 -4.0413e-06 -5.87923e-07 -5.1469e-06 -0.000163112 -0.000342282 -0.000688958 1.73845e-06 -2.53314e-06 1.93864e-07 0.000354451 -7.21681e-06 -2.84998e-06 7.16658e-08 -6.19263e-06 0.000330034 -7.34909e-07 3.41972e-06 8.43099e-05 0.000446222 4.03308e-05 0.00010368 0.000245067 0.000549823
internal_weight=0 81 58 3040 3018 2998 41 2957 2936 2897 121 86 44 2776 2755 2733 56 2677 2650 2630 2581 49 2560 2524 443 48 395 325 169 75
internal_count=3121 81 58 3040 3018 2998 41 2957 2936 2897 121 86 44 2776 2755 2733 56 2677 2650 2630 2581 49 2560 2524 443 48 395 325 169 75
is_linear=0
shrinkage=0.1


Tree=2004
num_leaves=31
num_cat=0
split_feature=132 1203 1203 2 16 15 132 400 42 42 400 33 9 3 40 12 16 0 0 0 0 50 52 13 52 0 13 0 403 52
split_gain=0.000217914 0.000692949 0.000535066 0.000391072 0.000210392 0.000363111 0.000319717 0.000389973 0.000486919 0.000786889 0.000524896 0.000209631 0.000271895 0.00140706 0.000202966 0.000595854 0.000530559 0.000240561 0.00276492 0.00102406 0.000911044 0.000663702 0.00100128 0.00110931 0.00110099 0.000566301 0.00165257 0.000998661 0.000960928 0.000834604
threshold=-0.083174999999999985 0.089005000000000015 0.088155000000000011 0.082275000000000015 -0.089669999999999986 -0.10091499999999999 -0.43443999999999999 0.083760000000000015 -0.021469999999999996 -0.0093649999999999983 -0.016164999999999995 -0.044254999999999996 0.088235000000000022 -0.13309499999999996 -0.24290999999999999 0.13043000000000002 -0.071854999999999988 -0.070889999999999995 -0.071719999999999992 -0.070154999999999981 -0.072269999999999987 0.13303500000000004 0.12445000000000002 -0.055129999999999992 0.10744000000000002 -0.067094999999999988 -0.047864999999999991 -0.069444999999999993 -0.34918499999999997 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 -4 5 -1 -6 8 10 -10 -8 -2 14 -14 -13 17 -17 18 20 -19 -16 22 24 -24 25 26 27 -21 -27 -30
right_child=2 -3 3 -5 6 -7 7 -9 9 -11 -12 12 13 -15 15 16 -18 19 -20 21 -22 -23 23 -25 -26 28 -28 -29 29 -31
leaf_value=6.4316259425443908e-05 0.00030798726101321258 -0.00057028560010992271 0.00065322386042680595 0.0001314799257171199 -0.00029899776968902547 -0.00042371007340637245 0.00014395816746400671 0.00044125757326751399 0.00069985769019695007 -0.00017658614628349566 -0.00055651559251482078 -0.0002931204342293432 0.00040171881201272102 -0.00059429975293381649 1.0965742616953327e-05 0.0007511817514023278 4.6939571747434857e-05 -0.0007238014961000194 0.0011313931064002893 -0.00043407632987336483 -0.00066736856388160959 -0.00059696751530282201 0.00099258245696546513 4.3207598901062744e-05 -0.00074367515890943732 0.00058426726848535642 -0.00098148312282991487 0.00051973345752744733 1.6758680870582281e-05 -0.00052907281400014952
leaf_weight=30 22 27 20 51 23 31 20 27 20 21 23 23 23 37 1974 20 23 22 22 21 20 20 20 32 22 28 23 23 423 30
leaf_count=30 22 27 20 51 23 31 20 27 20 21 23 23 23 37 1974 20 23 22 22 21 20 20 20 32 22 28 23 23 423 30
internal_value=0 -9.54868e-05 7.3122e-06 0.00027845 -2.97455e-05 -0.000183697 4.0337e-05 0.00011065 4.38273e-06 0.000250947 -0.000230714 5.04993e-07 -1.90577e-06 -0.000212493 2.69554e-06 5.19417e-06 0.000374494 -7.31163e-07 1.64631e-05 -5.29355e-05 4.16199e-06 -2.99463e-05 -1.17141e-05 0.000408352 -5.00359e-05 -2.21891e-05 -0.000294565 6.45061e-05 1.5751e-05 -1.93891e-05
internal_weight=0 222 2899 71 195 61 134 111 84 41 43 2828 2806 60 2746 2723 43 2680 2016 664 1994 642 622 52 570 548 67 44 481 453
internal_count=3121 222 2899 71 195 61 134 111 84 41 43 2828 2806 60 2746 2723 43 2680 2016 664 1994 642 622 52 570 548 67 44 481 453
is_linear=0
shrinkage=0.1


Tree=2005
num_leaves=31
num_cat=0
split_feature=1213 403 3 403 401 401 1212 1212 1212 1212 133 52 133 4 131 400 132 399 1211 1203 1204 43 1210 16 4 1210 402 400 132 15
split_gain=0.000201832 0.00021031 0.000522915 0.000281165 0.00032363 0.000355093 0.000374672 0.000568582 0.000497099 0.000688589 0.000273612 0.00187671 0.00112393 0.000520238 0.000305146 0.000732763 0.00037054 0.00571403 0.00509066 0.000924299 0.000499468 0.000800084 0.000365345 0.00315041 0.00181315 0.0015094 0.000477035 0.000327071 0.000284568 0.000601005
threshold=0.51370000000000016 0.50894000000000006 -0.076514999999999986 0.4024950000000001 0.12006000000000001 0.11186000000000001 -0.121045 -0.08867499999999999 -0.082209999999999991 -0.063924999999999996 0.51114000000000004 0.092320000000000013 0.42433500000000007 -0.076229999999999978 -0.076979999999999979 0.11741500000000001 -0.083284999999999984 0.091580000000000009 0.11048500000000001 0.089005000000000015 -0.016569999999999994 -0.008069999999999999 -0.079504999999999978 -0.082404999999999992 -0.081839999999999982 -0.05860499999999999 0.11174500000000002 -1.0000000180025095e-35 -0.41127499999999995 -0.028889999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -8 -9 -10 12 13 14 -12 -11 16 17 19 20 28 21 -18 23 -22 -25 -24 27 -27 -16 -30
right_child=-2 2 -4 -5 -6 -7 7 8 9 10 11 -13 -14 -15 15 -17 18 -19 -20 -21 22 -23 25 24 -26 26 -28 -29 29 -31
leaf_value=-0.00043333817782695408 0.00031665307586081331 -0.00045568568839371437 0.00017763835864818909 0.00028738435077470704 -0.00034645976287450784 0.00036232225414736336 0.00039593005365329899 -0.00050076945859473204 0.00053291176385149199 0.00033533138646886919 0.00038485067086773653 -0.00088952954527205571 0.0006679147145478055 -0.00021607033431064339 0.00034651796186586752 -0.00054778507933951918 -2.0204034711544713e-05 0.0016791343428416269 -0.0014050484034949197 -0.00072347656765487051 -0.0013002279712236488 0.00078458576747271718 0.00080815948110640702 -0.0004871388036335702 0.00064188643644394526 -0.00038538242274212698 -0.00048035831856569049 2.0130878324429217e-06 -0.00041879708503162675 0.00012502092199688148
leaf_weight=20 20 32 22 34 27 27 36 20 24 26 34 26 25 25 21 25 30 21 26 20 20 21 23 25 33 22 21 2325 31 59
leaf_count=20 20 32 22 34 27 27 36 20 24 26 34 26 25 25 21 25 30 21 26 20 20 21 23 25 33 22 21 2325 31 59
internal_value=0 -2.04227e-06 -0.000197665 1.42462e-06 -1.80227e-06 1.31419e-06 -1.97991e-06 9.55503e-07 -3.94256e-06 -4.95966e-07 -4.97368e-06 -0.000181701 4.41547e-07 0.000130223 -5.6286e-06 -8.88418e-06 -3.89066e-06 0.000147781 -1.29457e-05 -9.77033e-05 1.41729e-06 0.00031118 -4.98121e-06 -0.000217959 0.000155238 1.96661e-06 -5.86381e-06 -1.61823e-06 1.50487e-05 -6.22942e-05
internal_weight=0 3101 54 3047 3013 2986 2959 2939 2903 2883 2859 85 2774 59 2749 2723 2698 152 2546 131 2520 51 2469 78 58 2391 2368 2347 111 90
internal_count=3121 3101 54 3047 3013 2986 2959 2939 2903 2883 2859 85 2774 59 2749 2723 2698 152 2546 131 2520 51 2469 78 58 2391 2368 2347 111 90
is_linear=0
shrinkage=0.1


Tree=2006
num_leaves=31
num_cat=0
split_feature=132 1185 1203 133 133 52 1213 132 131 12 2 132 4 16 4 16 1447 403 42 4 3 130 133 160 42 0 3 43 43 2
split_gain=0.000213073 0.000497011 0.000435088 0.000220735 0.000514802 0.00138481 0.000384867 0.000420093 0.000668284 0.00172106 0.00064214 0.000630329 0.000503477 0.00269032 0.00501333 0.0019964 0.00149791 0.00267776 0.00383883 0.00111586 0.000763787 0.00171997 0.000649333 0.00114205 0.00219307 0.00247502 0.00189304 0.00113794 0.00170439 0.00137892
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.0061299999999999992 -0.0089749999999999986 0.077655000000000016 -0.21306999999999995 0.093160000000000007 0.10033500000000002 0.086565000000000017 0.085515000000000022 0.090440000000000006 -0.078629999999999992 -0.082404999999999992 -0.081224999999999978 -0.081299999999999983 -0.085684999999999997 -0.43370499999999995 0.089905000000000013 -0.076229999999999978 -0.083489999999999995 -1.0000000180025095e-35 0.089405000000000012 -0.085764999999999994 0.090395000000000017 -0.085669999999999982 -0.087129999999999985 0.055925000000000009 -0.050459999999999998 0.09678500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 -5 11 9 -9 -10 12 13 14 20 -15 -17 18 -18 -14 21 -8 -21 24 25 -24 -25 28 -28 -29
right_child=1 3 -4 6 5 -7 7 8 10 -11 -12 -13 19 15 -16 16 17 -19 -20 22 -22 -23 23 26 -26 -27 27 29 -30 -31
leaf_value=-4.2327493634403281e-05 0.0004919544510942485 3.1267077499825592e-05 -0.00047064479284152322 -0.00042746666109782057 -0.00019154670867248486 0.00094374687178060417 -0.00045457841638821153 0.0010916374482052482 -0.00049205462531641715 9.5814003800161376e-07 0.00014555774895208223 -0.00053907256198885002 0.0005447577509002235 0.00098335111797496219 -0.0019875857059378178 0.00064141377918228203 -0.0017962892223814771 2.0349733734669493e-05 -0.00011928986305764949 4.0192377019587043e-05 -0.0006930614900986918 0.00073488254100084315 -4.4770661988877689e-05 -0.00092379889613243213 -0.00029277361796370578 0.0015284505055751653 -0.00010699942168459025 -0.00021621840229878823 -0.0010062680422076179 0.00092975619329427849
leaf_weight=195 21 608 27 22 21 22 31 23 22 39 56 23 39 20 20 30 21 328 39 1118 22 20 20 33 42 20 173 21 24 21
leaf_count=195 21 608 27 22 21 22 31 23 22 39 56 23 39 20 20 30 21 328 39 1118 22 20 20 33 42 20 173 21 24 21
internal_value=0 7.23051e-06 -9.44201e-05 3.69361e-06 5.4916e-05 0.000389301 -1.12798e-05 -7.12737e-06 0.000160508 0.000405565 -3.42816e-05 -1.84925e-05 -1.26289e-05 -9.63909e-05 -0.000584875 7.32824e-06 -3.93714e-05 -9.20094e-05 -0.00070624 1.6807e-05 -0.00020057 1.18769e-05 2.81914e-06 -0.000115213 0.000211916 0.00074184 -0.000213832 -0.000115804 -0.000216555 0.000356769
internal_weight=0 2899 222 2878 651 43 2227 2205 140 62 78 2065 2042 531 93 438 418 388 60 1511 73 51 1472 354 82 40 272 239 197 42
internal_count=3121 2899 222 2878 651 43 2227 2205 140 62 78 2065 2042 531 93 438 418 388 60 1511 73 51 1472 354 82 40 272 239 197 42
is_linear=0
shrinkage=0.1


Tree=2007
num_leaves=31
num_cat=0
split_feature=1203 132 1204 1185 33 1208 1208 1208 403 15 402 1210 15 12 1210 1210 1212 0 401 1213 402 12 12 16 403 403 52 52 52 43
split_gain=0.000234826 0.00536203 0.00340397 0.00028842 0.000201052 0.000198424 0.000674108 0.000688284 0.000393665 0.00133491 0.000523132 0.000278491 0.0011022 0.00112297 0.000910673 0.000559384 0.000423296 0.000493142 0.000332033 0.000666279 0.00064902 0.000440305 0.00104094 0.000337482 0.00029845 0.000618798 0.000264418 0.00199854 0.00118095 0.000569756
threshold=0.089165000000000008 -0.083284999999999984 -0.080654999999999991 -0.091084999999999985 -0.009184999999999997 0.11332500000000002 0.10233500000000001 0.086590000000000014 -0.5335399999999999 0.087575000000000014 0.31115000000000004 -0.065674999999999983 0.085935000000000025 0.088435000000000014 -0.051429999999999997 -0.0087899999999999975 0.087490000000000012 -0.086074999999999985 0.10237 -0.42295499999999991 0.10565000000000001 0.09474500000000001 0.088485000000000022 -0.079734999999999986 0.12089000000000001 0.10301500000000001 0.084505000000000011 0.085540000000000019 0.081010000000000013 -0.24021999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 7 8 9 -6 11 12 16 -14 -13 -16 17 -10 20 -20 24 22 -21 -22 25 26 28 -28 -17 -29
right_child=1 2 -4 4 5 -7 -8 -9 10 -11 -12 14 13 -15 15 18 -18 -19 19 21 23 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.00036524224772372033 0.0014600721940160324 -0.0013611940506269181 0.00023283536413785174 -0.0002552040248467106 -0.00021894606854766605 -0.00025089950424679103 0.00049175747127654698 -0.00057169016221277644 6.7139234161004425e-05 0.00083668717162926572 -0.00051153907319530841 -0.00060554031346691769 0.0011081826002919115 4.8481492558494214e-05 0.00052769206376979128 6.2422885585627142e-06 0.00018524411949329079 -0.00062669124731439213 -0.00066672759183513178 -0.00033804188265507536 0.00069264545643818573 -0.0003045662972340324 0.00061426250298003042 0.00011867085397084123 -0.00030118135336758289 0.00048683603594187072 -0.001016076836025431 0.00036150868311071667 0.00062895733994551963 -4.7119948648557184e-05
leaf_weight=22 23 21 37 31 25 31 28 21 20 23 20 25 20 20 20 1731 35 21 22 22 20 37 24 21 33 26 21 36 31 654
leaf_count=22 23 21 37 31 25 31 28 21 20 23 20 25 20 20 20 1731 35 21 22 22 20 37 24 21 33 26 21 36 31 654
internal_value=0 0.000168043 -0.000344313 -4.47747e-06 -1.84765e-06 7.81764e-07 3.42118e-06 -1.2487e-06 2.87214e-06 0.000286878 -1.89607e-06 1.69423e-06 0.00015344 0.000578332 -4.77017e-06 7.96642e-07 -7.01867e-05 -0.000288237 -3.13835e-06 -0.000177444 3.97477e-06 -4.77539e-05 0.000158813 0.000398658 -2.41624e-06 1.52904e-06 -3.57326e-06 -5.50489e-05 1.71981e-05 -2.58002e-05
internal_weight=0 81 58 3040 3018 2987 2956 2928 2907 48 2859 2839 116 40 2723 2698 76 41 2678 105 2573 83 46 41 2532 2499 2473 711 1762 690
internal_count=3121 81 58 3040 3018 2987 2956 2928 2907 48 2859 2839 116 40 2723 2698 76 41 2678 105 2573 83 46 41 2532 2499 2473 711 1762 690
is_linear=0
shrinkage=0.1


Tree=2008
num_leaves=31
num_cat=0
split_feature=1213 33 9 15 1 43 1375 43 13 13 457 43 133 3 1375 1375 481 481 403 1446 150 31 0 1452 13 156 43 159 3 3
split_gain=0.000236651 0.000205616 0.000243382 0.000984221 0.00141847 0.000205462 0.0010097 0.00101354 0.000980132 0.00223583 0.000975721 0.000939369 0.000875282 0.00161941 0.00061754 0.000661226 0.000574918 0.000599175 0.00193075 0.00118443 0.000495521 0.000502292 0.000490812 0.000490154 0.000531841 0.000686626 0.000648483 0.000484396 0.000589538 0.00076417
threshold=0.51370000000000016 -0.044254999999999996 0.088235000000000022 -0.098289999999999975 0.13332000000000002 -0.082389999999999977 -0.15308499999999997 -0.08287499999999999 -0.085669999999999982 -0.08645499999999999 0.085130000000000025 -0.082144999999999982 0.087625000000000022 -0.085709999999999995 -0.15308499999999997 -0.07273499999999998 -0.24133999999999997 -0.087424999999999989 -0.55327499999999985 0.085270000000000012 0.12820000000000001 -1.0000000180025095e-35 -0.094654999999999975 0.083830000000000002 -0.083894999999999983 0.087400000000000019 -0.084154999999999994 0.10684 -0.16726499999999997 -0.15121499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3 8 9 12 23 -7 13 -8 -13 -16 -17 19 -19 -18 21 -20 -14 24 25 -10 27 28 -26 -30
right_child=-2 2 3 -5 -6 11 7 -9 10 -11 -12 14 22 -15 15 16 17 18 20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.00030241715100022375 0.00034288093156646941 0.00066808190941810609 -0.0010043549817055463 0.00038785068638389928 0.00011880486900653605 -0.0006664377326325683 3.950357332931682e-05 0.00069206582054241825 0.00077922024356666961 -0.001185799629421949 0.00063420348014915369 -0.00040926310435966841 -2.9854976760578299e-05 -0.00092845534812659039 0.00055580258208681786 0.00046857878577429804 -0.00095081282528553857 0.00097209227620624009 -0.00041966083301832118 5.6772005544709309e-05 0.00047997255227528513 -1.396749316511585e-05 0.00066233436877155332 0.0004832349406332587 0.00055671538215219276 -3.9484565301487848e-05 -0.00043646201871417678 -0.00038226823772078962 -0.00057438363354387028 4.3141308323186229e-05
leaf_weight=22 20 25 23 20 22 22 56 22 20 21 28 38 21 25 21 25 20 20 31 28 20 1964 20 23 21 21 34 29 21 438
leaf_count=22 20 25 23 20 22 22 56 22 20 21 28 38 21 25 21 25 20 20 31 28 20 1964 20 23 21 21 34 29 21 438
internal_value=0 -2.21142e-06 -4.38804e-06 -0.000195838 -0.000455255 -2.59235e-07 4.22702e-05 2.27136e-05 3.78594e-06 -0.000232736 5.70499e-05 -1.62879e-05 -6.8684e-05 -0.000259249 -9.68743e-06 -2.5555e-06 -8.11789e-06 -1.38392e-05 -5.60214e-06 -0.000363055 -1.53063e-05 -2.02715e-05 0.000307798 3.04267e-05 1.25935e-05 0.000359884 -1.36291e-05 1.46151e-05 3.85935e-05 1.48885e-05
internal_weight=0 3101 3079 65 45 3014 825 800 778 143 635 2189 122 81 2167 2129 2108 2083 2035 48 2015 1995 41 607 584 41 543 509 480 459
internal_count=3121 3101 3079 65 45 3014 825 800 778 143 635 2189 122 81 2167 2129 2108 2083 2035 48 2015 1995 41 607 584 41 543 509 480 459
is_linear=0
shrinkage=0.1


Tree=2009
num_leaves=31
num_cat=0
split_feature=1211 1 1 13 42 1212 1186 393 43 481 403 160 402 1212 401 1213 34 51 51 4 4 1419 157 157 157 1429 52 133 133 133
split_gain=0.000211991 0.000516876 0.00138307 0.00102962 0.000825253 0.000398964 0.000305751 0.000459773 0.00025098 0.000632485 0.0016272 0.00118608 0.000701161 0.000606163 0.000559318 0.000875366 0.000558978 0.000495019 0.000934863 0.000556626 0.00166565 0.00109027 0.00139167 0.00235265 0.00150906 0.00147251 0.00187444 0.000976114 0.00273587 0.0022894
threshold=0.087635000000000005 0.094385000000000011 0.089475000000000013 -0.011914999999999999 0.087075000000000014 0.12044000000000001 -0.10142499999999997 0.11333500000000001 -0.072534999999999988 -0.087424999999999989 -0.55327499999999985 -0.014214999999999998 0.13775000000000001 0.10242000000000001 0.11769000000000002 0.084705000000000016 -0.057544999999999992 0.035765000000000012 0.088785000000000017 -0.015039999999999998 -0.013514999999999998 0.086505000000000012 -0.087424999999999989 -0.086394999999999986 -0.092234999999999998 0.083725000000000008 -0.016949999999999996 0.092470000000000011 0.090445000000000011 0.095530000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 -1 8 14 11 -11 -10 13 16 15 17 -12 19 -19 -8 -21 22 24 -24 -22 27 -27 28 -25 -29
right_child=1 -3 -4 -5 5 -7 7 -9 9 10 12 -13 -14 -15 -16 -17 -18 18 -20 20 21 -23 23 25 -26 26 -28 29 -30 -31
leaf_value=-0.00034729565164665337 0.00064491245211684145 -0.00033242548286745497 0.00093454763853168573 -0.0004743018076883995 0.00021212665868612629 -0.0003644753684056923 9.2370191217621583e-05 0.0004749722569249571 -0.0009719444246729836 0.00087488305522128947 0.00041318507971612107 9.2088126984890556e-05 -0.00044614230617298747 0.00049904917673715822 0.00053952454181853686 -0.00063711937982589015 -3.7708744066662578e-05 0.00066171773007337115 7.6516712346623363e-05 -0.00095596479261075742 -8.6285249562934054e-06 0.00067957131624487904 0.0010527798093971797 3.0336070287805262e-06 -0.0012370661094610114 -0.0011557390985007469 8.3578867539156078e-05 -0.0012112526516873568 0.00115213115085763 4.5691732755246555e-06
leaf_weight=26 30 22 21 28 30 20 409 20 20 20 28 22 40 22 21 20 1523 33 158 20 20 21 20 356 20 26 23 21 22 59
leaf_count=26 30 22 21 28 30 20 409 20 20 20 28 22 40 22 21 20 1523 33 158 20 20 21 20 356 20 26 23 21 22 59
internal_value=0 0.000115585 0.00019199 4.76038e-05 0.000230271 -1.85142e-05 -5.87656e-06 -2.86131e-06 -6.12967e-06 -3.14287e-05 -2.15739e-05 -0.000414594 -3.26893e-05 -2.21756e-05 2.77982e-05 1.90472e-05 -2.95688e-05 2.99109e-05 0.000177625 2.16916e-06 -5.85088e-05 -2.79831e-05 -5.41888e-05 -1.10269e-05 -0.000622847 -5.29917e-05 -0.000574018 2.75136e-06 6.99123e-05 -0.000314584
internal_weight=0 151 129 108 80 50 2970 2944 2924 1675 1633 42 1613 1573 1249 1228 1551 1208 191 1017 608 588 567 527 40 507 49 458 378 80
internal_count=3121 151 129 108 80 50 2970 2944 2924 1675 1633 42 1613 1573 1249 1228 1551 1208 191 1017 608 588 567 527 40 507 49 458 378 80
is_linear=0
shrinkage=0.1


Tree=2010
num_leaves=31
num_cat=0
split_feature=33 34 9 10 10 2 4 97 11 11 11 156 155 155 1429 48 1425 0 1 12 1373 43 1 1429 157 1374 151 1429 156 472
split_gain=0.00019826 0.000197066 0.000333128 0.00134468 0.000251439 0.000240287 0.00223346 0.00181274 0.000219683 0.000480782 0.000355898 0.000332038 0.000783743 0.000361199 0.000272099 0.000265023 0.000311281 0.000313056 0.00110975 0.000237551 0.000198208 0.000644348 0.0007824 0.000360827 0.0017724 0.00109716 0.000805779 0.000690473 0.000518858 0.00059982
threshold=-0.009184999999999997 -0.112215 0.091600000000000015 0.09820000000000001 0.069930000000000006 -0.0091949999999999983 0.053180000000000012 -0.071434999999999985 0.096435000000000007 0.10553000000000001 0.092630000000000018 0.15608500000000003 0.12509500000000004 0.10626500000000001 -0.13895999999999997 -0.11155999999999998 0.082985000000000017 -0.24955499999999997 0.10538500000000002 0.094070000000000015 0.081220000000000014 -0.084154999999999994 0.09697500000000002 0.083780000000000007 -0.087184999999999985 0.087855000000000016 -0.52488999999999986 0.032755000000000006 -0.084204999999999988 -0.065034999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 -3 10 -10 11 12 13 14 -7 -16 17 18 -17 -15 23 -22 -23 25 -25 26 -19 -28 -26 -30
right_child=1 2 3 -5 -6 8 -8 -9 9 -11 -12 -13 -14 19 15 16 -18 20 -20 -21 21 22 -24 24 28 -27 27 -29 29 -31
leaf_value=-0.00025163398747662865 -0.00029569968881498266 1.5524368659085172e-05 0.00086166236758886269 -0.0002237839756999165 0.00033743327949196103 0.00029840676110207798 0.00067307469529623634 -0.0012999001270509326 0.00051911478699912558 -0.00010749391549325082 -0.00041149718953030446 -0.00036871306244089892 0.00048204518241297644 -0.00049481545866001395 -0.00029512142641275815 0.00081756358616985386 0.00039679641224211082 0.00062972300289402487 -0.0001818244920432335 -5.4360843503673093e-05 -0.00064862658851780005 0.00044367847503567847 -0.00038115330060701011 0.0010223948990460486 -0.00036519814031115469 -0.00059183405919611693 -1.9255241658788961e-06 -0.00052017799193541014 0.00058625027622011576 2.2860501268218314e-05
leaf_weight=31 22 22 21 25 22 31 20 20 25 24 21 24 34 24 30 20 20 20 25 25 20 23 23 20 28 32 2287 26 22 134
leaf_count=31 22 22 21 25 22 31 20 20 25 24 21 24 34 24 30 20 20 20 25 25 20 23 23 20 28 32 2287 26 22 134
internal_value=0 2.52447e-06 4.66298e-06 0.000271746 5.97518e-07 -1.87261e-06 -0.000196693 -0.000610868 2.23864e-06 0.000212204 -1.32256e-06 1.68081e-06 4.8065e-06 -9.67921e-07 3.80831e-06 4.63049e-07 3.74732e-06 8.14119e-07 0.000262348 -0.000270094 -3.6523e-06 -0.000174764 3.12626e-05 7.43726e-07 0.000128349 -1.02632e-05 -2.28626e-06 -7.7511e-06 3.11699e-05 0.000102313
internal_weight=0 3090 3068 46 3022 3000 62 42 2938 49 2889 2868 2844 2810 2761 2730 2700 2680 45 49 2635 66 46 2569 204 2365 2333 2313 184 156
internal_count=3121 3090 3068 46 3022 3000 62 42 2938 49 2889 2868 2844 2810 2761 2730 2700 2680 45 49 2635 66 46 2569 204 2365 2333 2313 184 156
is_linear=0
shrinkage=0.1


Tree=2011
num_leaves=31
num_cat=0
split_feature=97 34 10 96 9 0 2 1366 454 44 0 1 1 1 13 475 15 1428 160 150 16 156 150 11 483 482 39 3 14 3
split_gain=0.000194542 0.00029726 0.001267 0.000905692 0.000505267 0.000747965 0.000561234 0.000218464 0.000254688 0.00022313 0.000655188 0.000277381 0.00226318 0.00133664 0.00166608 0.000946405 0.00230061 0.00085769 0.000815843 0.00078054 0.000780215 0.000730004 0.000651785 0.000610468 0.000535205 0.00146143 0.000887819 0.000870131 0.000718482 0.000572351
threshold=-0.086464999999999986 -0.057544999999999992 0.0036750000000000007 0.083725000000000008 0.091905000000000014 -0.0058249999999999994 -0.080614999999999978 -0.079979999999999982 -0.037229999999999992 0.099360000000000018 -0.24955499999999997 0.107145 0.10337500000000001 0.11146500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.015039999999999998 -0.070379999999999984 0.09389500000000002 0.11235000000000002 -0.015314999999999997 -0.094124999999999986 0.099590000000000026 0.085875000000000021 0.10143000000000001 0.090355000000000005 0.10308000000000002 0.0051600000000000005 -0.36617499999999997 -0.080634999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -3 -8 -9 10 -10 12 17 14 20 -14 -17 -12 19 22 -13 -19 24 -23 25 26 28 -28 -15 -30
right_child=1 4 -4 -5 5 -7 7 8 9 -11 11 13 15 18 -16 16 -18 21 -20 -21 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00028361227062608429 -0.00056362594721742266 0.00041241544619851722 0.0008199383858996242 0.00024261090467115012 -0.00068890711409039804 9.3959983559730256e-05 0.00020494263578439131 -0.00034483579830438515 0.00042338416581818211 -0.00028419140955000848 0.00053828191265548129 0.00046541227668058129 -1.1341084332560145e-06 0.00058676720266521445 0.00098365547918629909 -0.00013139006914570929 -0.0014616894146176774 0.00048943646914518342 -0.00056215152179356668 0.00053554604071125926 -0.00041788526024902242 -8.4527591229597963e-06 -0.00054033571584361862 -0.0004026796165271662 -0.00043930228743904639 0.00079165685409680008 -0.00085658331782641748 -2.2581476188296903e-05 -0.00027585356717226001 0.00012877029594910412
leaf_weight=24 22 33 23 38 26 23 50 22 36 28 29 20 21 25 33 26 26 29 25 28 20 2182 22 40 23 25 22 29 49 122
leaf_count=24 22 33 23 38 26 23 50 22 36 28 29 20 21 25 33 26 26 29 25 28 20 2182 22 40 23 25 22 29 49 122
internal_value=0 2.19783e-06 0.000188892 -5.30093e-05 -2.94338e-06 -0.000321439 2.32012e-06 -2.29555e-06 -5.89094e-06 -3.28367e-06 -5.06333e-07 -5.96415e-06 -1.96308e-05 6.66262e-05 0.000457687 -0.000567724 -0.00079654 -2.08214e-06 -1.05291e-05 2.94435e-05 2.37635e-05 -9.04373e-06 -1.52596e-05 -1.55496e-05 2.38987e-05 6.30664e-05 -1.06776e-05 -0.000382347 8.60323e-05 1.28254e-05
internal_weight=0 3097 83 60 3014 49 2965 2932 2882 2860 2832 2796 2353 443 73 73 52 2280 370 345 40 2251 317 2222 295 272 247 51 196 171
internal_count=3121 3097 83 60 3014 49 2965 2932 2882 2860 2832 2796 2353 443 73 73 52 2280 370 345 40 2251 317 2222 295 272 247 51 196 171
is_linear=0
shrinkage=0.1


Tree=2012
num_leaves=31
num_cat=0
split_feature=448 0 453 1365 46 1429 156 471 152 97 447 34 0 150 11 1 1426 1425 1419 474 0 12 4 16 1429 52 50 9 2 10
split_gain=0.000209094 0.00035267 0.000272089 0.000229512 0.000222454 0.000273411 0.000282153 0.00024498 0.000408759 0.000354209 0.000292053 0.000441276 0.00115155 0.000810805 0.000486577 0.000411835 0.000357468 0.000499855 0.0003414 0.000512632 0.000372217 0.00123277 0.00091108 0.000772512 0.000502493 0.00096136 0.00036966 0.000335473 0.000647619 0.00078592
threshold=0.068920000000000023 -0.26609999999999995 0.089215000000000017 0.08617000000000001 0.084955000000000017 -0.23587499999999997 0.28241000000000005 0.10338500000000002 0.084430000000000019 -0.086464999999999986 0.089095000000000021 -0.057544999999999992 -0.07384499999999998 0.083770000000000011 -1.0000000180025095e-35 0.10022000000000002 0.087965000000000015 0.08789000000000001 0.091465000000000005 0.11134000000000001 0.11070500000000001 0.086565000000000017 -0.50940999999999981 0.38525000000000004 -1.0000000180025095e-35 -0.085264999999999994 0.14026500000000003 0.092235000000000011 -0.080614999999999978 -0.0082499999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 9 -7 11 12 -11 -14 -13 -12 17 18 19 20 22 -22 -16 -23 25 -24 27 28 -26 -30
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 10 15 14 13 -15 16 -17 -18 -19 -20 -21 21 23 24 -25 26 -27 -28 -29 29 -31
leaf_value=0.00040103652863763276 -0.00032229969350737524 -0.00036423536844917446 0.00026168331612785926 -0.00031883412878454221 0.00024890126993081402 -0.00041491545215692553 0.00033935160608962179 -0.00032310569125305243 0.00040868951958448937 0.00073445254298537196 -0.00059019657172029846 -0.0004839297933531704 -0.00045328514342691053 0.00040095380751154158 -0.00057586357298922467 -4.2915778811386026e-05 -0.00042191772823571235 0.0004666078224545345 -0.00030322849634103479 0.00048335344604724515 -0.00022120136469311547 0.00021250652434332551 0.0007072141778605458 0.0010047601899714209 0.00051809123226279476 -0.00012908848595408792 -0.00043714253321013534 0.00030189631456908374 -0.00042441408267736936 -6.9725808847826649e-06
leaf_weight=22 20 21 39 23 35 21 24 24 24 29 20 21 25 20 28 44 20 23 37 22 40 32 28 20 23 27 20 35 46 2308
leaf_count=22 20 21 39 23 35 21 24 24 24 29 20 21 25 20 28 44 20 23 37 22 40 32 28 20 23 27 20 35 46 2308
internal_value=0 2.07869e-06 -7.71939e-07 -4.13896e-06 -1.7399e-06 -4.68169e-06 -2.13167e-06 -4.92213e-06 -2.30064e-06 -5.71489e-06 -2.71865e-06 2.1024e-06 0.000243055 -7.36234e-05 -4.42892e-06 -0.000213941 -7.11854e-07 2.42095e-06 -1.58366e-06 2.66163e-06 -1.39484e-06 0.000196167 -8.62176e-06 0.000517219 -2.23544e-06 0.000296666 -8.99513e-06 -5.44498e-06 -9.97041e-06 -1.51299e-05
internal_weight=0 3101 3079 3040 3017 2982 2961 2937 2913 2889 2868 2804 74 45 2730 64 2709 2689 2666 2629 2607 92 2515 52 2487 55 2432 2412 2377 2354
internal_count=3121 3101 3079 3040 3017 2982 2961 2937 2913 2889 2868 2804 74 45 2730 64 2709 2689 2666 2629 2607 92 2515 52 2487 55 2432 2412 2377 2354
is_linear=0
shrinkage=0.1


Tree=2013
num_leaves=31
num_cat=0
split_feature=33 132 1203 1203 2 1213 42 0 2 402 12 42 402 1208 42 42 0 130 12 12 1447 4 52 3 1447 47 43 51 43 2
split_gain=0.00024124 0.000192479 0.000634507 0.000488716 0.000397458 0.000260687 0.00103848 0.00291688 0.002217 0.000350934 0.0013867 0.000418319 0.000789998 0.000686209 0.000613362 0.000971615 0.000481403 0.00113004 0.000322158 0.00142471 0.000280136 0.00202019 0.00100399 0.00120989 0.000728597 0.000310405 0.000329067 0.00167233 0.00132458 0.000965893
threshold=-0.009184999999999997 -0.083174999999999985 0.089005000000000015 0.088155000000000011 0.085235000000000019 0.093235000000000026 0.089905000000000013 -0.082724999999999979 0.086000000000000007 -0.43418999999999991 0.096990000000000007 0.120215 -0.088779999999999984 0.10383000000000002 0.11551500000000002 0.11275500000000001 -0.050064999999999991 -0.22461999999999996 0.11650500000000001 0.12757000000000002 -0.085804999999999979 -0.085594999999999991 0.11639500000000001 -0.083489999999999995 -0.084334999999999979 0.13910500000000003 0.016310000000000002 0.080335000000000018 0.05259500000000001 0.11585500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 9 7 -7 -8 10 -3 13 -13 14 15 18 17 -14 20 -20 21 -11 23 -23 -22 26 -26 28 -28 -30
right_child=1 3 -4 4 -6 6 8 -9 -10 11 -12 12 16 -15 -16 -17 -18 -19 19 -21 24 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00027757258170412017 -2.4014007192305051e-05 0.00010278836513559025 -0.00054125818294576474 0.00059992178534381928 9.9749066817395865e-05 -0.00086002362398270135 0.0012132988635288635 0.00053523525674526969 -6.5658883734916654e-05 -0.00099500775091734763 -0.00092137611376529093 0.00072878557495476514 -0.00029369461311337853 -0.00045236836098518009 0.00039862144989647759 -0.00061429748703421177 -0.00020377028010373647 0.0006695200331360584 0.0008044269362774989 -0.00027423413388896734 0.00046215648792841585 0.00086664309947872935 -0.00039451899920095457 -6.7016387058954153e-05 1.1620826140595313e-05 -0.00039647397818043828 -0.00077437834351301376 -0.00099022999231237921 0.00017892844780969123 -0.000476270687876321
leaf_weight=31 195 39 27 24 47 29 23 31 33 23 20 22 21 34 38 26 39 29 24 25 34 23 32 35 1994 20 21 20 135 27
leaf_count=31 195 39 27 24 47 29 23 31 33 23 20 22 21 34 38 26 39 29 24 25 34 23 32 35 1994 20 21 20 135 27
internal_value=0 2.78471e-06 -8.69221e-05 9.72854e-06 0.000268822 3.15164e-06 0.00014992 -0.00013914 0.000459627 -3.19866e-06 -0.000244386 2.22852e-06 0.000192205 -6.16948e-06 -4.48283e-08 -6.25611e-06 5.95669e-05 0.00026497 2.95516e-07 0.00025409 -4.96502e-06 -0.000158607 5.51401e-05 0.000303228 2.74778e-06 -4.29773e-06 -7.27622e-07 -0.000122022 -2.71361e-05 6.97286e-05
internal_weight=0 3090 222 2868 71 2797 116 60 56 2681 59 2622 111 2511 2477 2439 89 50 2413 49 2364 113 90 58 2251 2217 2197 203 183 162
internal_count=3121 3090 222 2868 71 2797 116 60 56 2681 59 2622 111 2511 2477 2439 89 50 2413 49 2364 113 90 58 2251 2217 2197 203 183 162
is_linear=0
shrinkage=0.1


Tree=2014
num_leaves=31
num_cat=0
split_feature=51 51 51 51 13 51 13 133 4 50 48 0 42 12 51 3 51 43 46 1428 473 1453 16 1447 1447 12 1447 472 12 1453
split_gain=0.000247044 0.00118397 0.000915492 0.000758392 0.000592721 0.00136894 0.000666039 0.0006193 0.000729379 0.000566606 0.000549618 0.000954882 0.000630811 0.000670989 0.000529393 0.00208365 0.000848306 0.00436372 0.000613457 0.000448471 0.000818903 0.000429647 0.000634361 0.000569473 0.00214688 0.00208892 0.00112909 0.000478522 0.00071512 0.000702266
threshold=0.094075000000000006 0.095820000000000016 0.097935000000000008 0.090560000000000015 -0.080344999999999986 0.10681500000000001 0.10002500000000002 0.085075000000000026 -0.0070899999999999991 0.13612500000000002 0.12649500000000002 -0.11991499999999998 0.10024000000000001 0.090285000000000018 0.088210000000000011 -0.079724999999999976 0.078435000000000019 -1.0000000180025095e-35 0.084955000000000017 -0.071779999999999997 -1.0000000180025095e-35 -0.082429999999999989 -0.021269999999999997 -0.085684999999999997 -0.084149999999999989 0.083985000000000018 -0.087229999999999988 -0.082054999999999975 0.092255000000000018 -0.064249999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 14 5 -4 9 8 -7 10 11 -6 13 -13 16 -16 18 -18 19 -1 -21 22 -22 25 -25 -23 -27 28 -26 -29
right_child=1 2 4 -5 6 7 -8 -9 -10 -11 -12 12 -14 -15 15 -17 17 -19 -20 20 21 23 -24 24 27 26 -28 29 -30 -31
leaf_value=-0.00039642519510254778 0.00082683441094559378 -0.0006213331944309175 0.0009678096137194685 -0.00044213815177499786 0.00045279506695173363 0.00019302622203052605 0.00037946514511890149 0.00045473695635640376 -0.00052699554386587512 0.00026881219481208156 -0.00068922034617571628 -0.00082476301344845877 0.00018561819306341933 -0.00015808566361859752 -0.00024253740770551044 0.001075179187007182 0.00029030061291955968 -0.0014973388495325875 0.00055058241588994865 0.00063642754568718376 0.00012824051331595651 0.0009988286220714846 -0.00058836983967921704 -0.0010405505568269293 -0.00063391122164140491 0.00025853959078256812 -0.00068836695543723187 0.00045785526573822343 8.124768889198701e-05 6.4880104740793234e-08
leaf_weight=29 20 20 22 40 23 34 33 30 24 31 20 26 22 36 28 21 36 22 20 20 21 26 30 20 29 34 20 34 27 2323
leaf_count=29 20 20 22 40 23 34 33 30 24 31 20 26 22 36 28 21 36 22 20 20 21 26 30 20 29 34 20 34 27 2323
internal_value=0 8.03315e-05 3.38204e-05 -9.8536e-06 7.73522e-05 0.000262263 -2.91409e-05 8.58762e-05 -0.000104914 -0.000114483 -0.000208043 -0.000118103 -0.00027442 -0.00043766 -3.54288e-06 0.000322198 -9.47425e-06 -0.00038777 -1.14112e-06 -5.36404e-06 -9.75192e-07 -5.94713e-06 -0.000293295 -1.1556e-07 -8.74762e-06 0.000262407 -9.21665e-05 -1.95583e-07 -0.000289102 6.66856e-06
internal_weight=0 341 321 2780 301 110 191 88 58 158 127 107 84 62 2740 49 2691 58 2633 2613 2584 2564 51 2513 2433 80 54 2413 56 2357
internal_count=3121 341 321 2780 301 110 191 88 58 158 127 107 84 62 2740 49 2691 58 2633 2613 2584 2564 51 2513 2433 80 54 2413 56 2357
is_linear=0
shrinkage=0.1


Tree=2015
num_leaves=31
num_cat=0
split_feature=130 40 120 33 50 132 1211 51 1 3 50 51 51 1 51 1208 52 1210 50 50 1375 1210 42 1213 403 1212 1429 13 1429 16
split_gain=0.000209521 0.00032908 0.000596559 0.000369534 0.000246664 0.00404202 0.00350998 0.000425794 0.00146822 0.000966331 0.000756753 0.00042818 0.00113618 0.000779673 0.000603644 0.000553202 0.00164425 0.00109764 0.000860601 0.000779037 0.00046748 0.000475018 0.00224095 0.00137249 0.00213579 0.000936392 0.000495537 0.00158825 0.00157117 0.00065764
threshold=-0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.009184999999999997 0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.10501000000000001 0.11146500000000002 -0.081814999999999985 0.094500000000000015 0.095820000000000016 0.094075000000000006 0.10171500000000001 0.090560000000000015 0.10233500000000001 0.087765000000000024 -0.14310999999999999 0.090980000000000019 0.089915000000000009 0.097315000000000026 -0.05860499999999999 0.090990000000000015 -0.087969999999999979 -0.081904999999999992 0.087490000000000012 0.083985000000000018 -0.086254999999999984 0.052280000000000007 -0.0048099999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 -6 -7 10 9 -9 11 12 14 -13 15 17 -17 -5 19 20 21 22 23 -19 25 -25 28 -28 -23 -29
right_child=1 2 -4 4 5 6 -8 8 -10 -11 -12 13 -14 -15 -16 16 -18 18 -20 -21 -22 26 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.00030070689353261349 -0.00040655627351952721 -0.00035282759835051063 0.00048689815634861584 -0.00062450342731357655 0.001390596037907182 6.9275777584090775e-05 -0.0012601293529206446 8.9946293592220179e-05 -0.00040092546816753306 0.0010503662887706676 -0.00050893242643665403 -0.00077918963797856127 0.00074415097362361853 9.3226311063127857e-05 -0.000397924332837647 0.00089122807327657945 -0.00028034922415036303 -0.00067245820607058715 0.00046653048109299947 -0.00063467126601608477 0.00040580495972082848 -2.5246156875380855e-05 0.0010453083610627802 -0.00071390251174480428 0.00089816214287431512 0.00015674779870702575 0.00085981281008571395 -0.0003222889623126927 -0.00066636348212621396 0.00015139755008012517
leaf_weight=23 20 30 25 29 22 366 21 20 23 22 31 20 20 21 40 25 23 25 38 20 27 1924 24 21 27 30 26 42 39 97
leaf_count=23 20 30 25 29 22 366 21 20 23 22 31 20 20 21 40 25 23 25 38 20 27 1924 24 21 27 30 26 42 39 97
internal_value=0 -2.23249e-06 3.94696e-07 -3.58912e-06 -1.23305e-07 7.20913e-05 -2.86249e-06 -1.14224e-05 0.000241318 0.000593023 -1.78673e-05 -1.18216e-05 -6.51628e-06 -0.000332342 -1.26267e-05 -6.25026e-06 0.000329847 -1.30602e-05 -5.48246e-06 -1.32742e-05 -7.82808e-06 -1.27807e-05 0.000175093 -2.76757e-05 0.000178985 -0.000201755 -2.39931e-05 0.000142452 -3.79836e-05 8.26925e-06
internal_weight=0 3098 3078 3053 3023 409 387 2614 65 42 2549 2518 2477 41 2457 2417 48 2369 2340 2302 2282 2255 127 103 78 51 2128 165 1963 139
internal_count=3121 3098 3078 3053 3023 409 387 2614 65 42 2549 2518 2477 41 2457 2417 48 2369 2340 2302 2282 2255 127 103 78 51 2128 165 1963 139
is_linear=0
shrinkage=0.1


Tree=2016
num_leaves=31
num_cat=0
split_feature=1211 4 1212 1211 3 43 399 15 399 399 33 9 0 34 34 9 1209 403 16 16 16 2 457 0 121 15 4 12 12 43
split_gain=0.000215986 0.000766211 0.000364767 0.000274776 0.000685503 0.00103045 0.0002755 0.000808042 0.000633799 0.0003368 0.000219279 0.000224667 0.000377337 0.000311654 0.000386884 0.000408512 0.000200068 0.000282983 0.0002477 0.00157787 0.00129833 0.00283363 0.000805474 0.00120542 0.000796829 0.000727605 0.00122752 0.00122366 0.000942756 0.00212671
threshold=0.11716500000000001 -0.077519999999999992 0.13613500000000003 0.087635000000000005 -0.083344999999999989 0.05259500000000001 0.09141500000000001 0.090750000000000011 0.10695000000000002 0.088015000000000024 -0.044254999999999996 0.091905000000000014 -0.0058249999999999994 -0.097449999999999981 -0.084564999999999987 0.082870000000000013 -0.14444499999999996 -0.55157999999999985 -0.084119999999999986 -0.08231999999999999 -0.08595499999999999 0.086285000000000014 0.11612500000000002 -0.26343999999999995 -0.082399999999999987 -0.089964999999999976 -0.0057249999999999992 0.11418000000000002 0.088365000000000013 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 9 8 -8 10 -1 13 -13 -12 -15 16 -16 -18 20 -20 22 -22 23 -19 -21 26 -25 -28 29 -27
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 11 12 -14 14 15 -17 17 18 19 24 21 -23 -24 25 -26 28 27 -29 -30 -31
leaf_value=0.00030989542528087359 0.00066950508737049651 -0.00010786458387883613 -0.00039178366350824947 -0.00019311095129523892 0.00081407673008340817 -2.9427192930597813e-05 -0.00026392693013598721 -0.00068842176368217115 0.00044759260514789888 0.00030321018388753556 0.00039003240177407864 -0.00048030362694799597 7.574440760831552e-05 -0.00038282418962033401 0.00030928071413654839 0.00043693609616076134 -0.00028665898911034069 -0.0006795907025142307 0.00066367481674722124 -0.00059433061965550725 0.00013917518237856433 -0.0014226205741232705 0.00057843743720282375 0.00085349548637168491 1.1409586544436746e-05 -0.00013872955075235445 1.451745174005285e-07 0.00078769367766134176 7.5646205869157944e-05 -0.0012125490367179738
leaf_weight=22 21 32 24 33 28 30 31 23 21 36 20 26 23 27 20 21 36 28 37 22 26 21 22 20 1686 237 326 21 181 20
leaf_count=22 21 32 24 33 28 30 31 23 21 36 20 26 23 27 20 21 36 28 37 22 26 21 22 20 1686 237 326 21 181 20
internal_value=0 0.00020015 -3.45761e-06 -3.95905e-07 0.000170755 0.000377782 -5.6701e-06 -0.00019488 2.34175e-05 -7.39339e-07 -4.58951e-06 -7.04294e-06 -0.000219301 -3.28954e-06 -6.14902e-06 -2.41546e-06 -5.82884e-06 -8.17778e-06 -4.39035e-06 1.7603e-05 -4.69385e-05 -0.000558648 -1.88094e-05 -3.4583e-05 3.60731e-06 -1.2148e-05 9.17134e-05 4.78066e-05 -9.91733e-05 -0.000222295
internal_weight=0 53 3068 3044 91 58 2953 75 52 2878 2842 2820 49 2771 2751 2724 2703 2683 2647 1745 902 47 855 833 1708 805 367 347 438 257
internal_count=3121 53 3068 3044 91 58 2953 75 52 2878 2842 2820 49 2771 2751 2724 2703 2683 2647 1745 902 47 855 833 1708 805 367 347 438 257
is_linear=0
shrinkage=0.1


Tree=2017
num_leaves=31
num_cat=0
split_feature=132 1203 394 15 1201 403 3 1208 1208 403 403 1210 1209 133 401 0 4 403 403 4 1443 1456 483 13 160 0 12 130 12 482
split_gain=0.000220851 0.000484451 0.000479793 0.000609179 0.000303838 0.00029143 0.00116842 0.00112345 0.000628129 0.00154598 0.000924635 0.000278431 0.000271461 0.000865763 0.000246309 0.000915612 0.000951329 0.000517533 0.000273434 0.000438418 0.000309789 0.000346554 0.000294348 0.00108426 0.00145616 0.000798505 0.000675725 0.000732298 0.000584956 0.000581746
threshold=-0.083174999999999985 0.089005000000000015 0.013605000000000001 0.088060000000000013 -0.080364999999999978 -0.54448499999999989 -0.085784999999999986 0.097165000000000015 0.099975000000000008 -0.52641999999999989 -0.52800499999999995 -0.15347999999999998 -0.067109999999999989 -0.054584999999999995 -1.0000000180025095e-35 -0.072594999999999979 -0.077679999999999985 -0.44023999999999991 -0.23730999999999999 -0.031404999999999995 0.093200000000000019 0.12676500000000004 0.098395000000000024 -0.074044999999999986 -0.072884999999999991 -0.076234999999999983 0.23631000000000002 -0.22461999999999996 0.088045000000000012 0.11191500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 -6 -8 10 -10 -7 -12 13 -13 15 16 -14 -16 19 -19 21 22 26 25 -25 28 27 -20 -24 -30
right_child=2 -3 3 -5 5 8 7 -9 9 -11 11 12 14 -15 17 -17 -18 18 20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-4.1159767931672736e-05 0.00029964352314196089 -0.00049312207007056309 -2.91518296026403e-05 0.0007419994856172707 0.00042935228382702919 -0.00057373772007330063 -5.2752516393621385e-05 -0.0010496562377375087 0.00099435222662231401 -0.00021905741114096601 0.00031759453538273064 -0.000174927334592212 -0.00026693737965009253 0.00064926379919052124 0.00043709959653723577 -0.00060250941084720379 0.00062344118967303083 -0.00053173774178139868 0.00060074059627368125 4.9419601122348542e-05 0.00037531091683459556 -0.00037974981520771207 -0.00022290592949668117 0.0011494628982507578 7.097398225713762e-05 -0.00060548640044760847 -0.00058550285299133979 -7.0875449889970794e-06 0.00069455905097790742 -5.0627330347197136e-05
leaf_weight=195 34 27 21 20 20 28 26 20 21 21 28 26 30 25 27 31 20 25 20 27 22 24 33 21 31 21 20 2215 22 20
leaf_count=195 34 27 21 20 20 28 26 20 21 21 28 26 30 25 27 31 20 25 20 27 22 24 33 21 31 21 20 2215 22 20
internal_value=0 -9.61282e-05 7.36131e-06 0.00034702 2.48867e-06 -1.08897e-06 -0.000208752 -0.000486189 3.88049e-06 0.000387647 -2.05405e-06 3.90099e-06 5.98953e-07 0.000229088 -3.86749e-06 -0.00017552 8.9214e-05 1.63244e-06 -3.06872e-06 -0.000229983 1.74939e-06 -1.63683e-06 2.13958e-06 0.000138754 0.000506518 -6.04516e-05 -6.82668e-06 -1.64837e-06 9.21581e-05 0.000339708
internal_weight=0 222 2899 41 2858 2824 66 46 2758 42 2716 2688 2660 51 2609 81 50 2528 2501 52 2449 2427 2403 148 52 96 2255 2235 75 42
internal_count=3121 222 2899 41 2858 2824 66 46 2758 42 2716 2688 2660 51 2609 81 50 2528 2501 52 2449 2427 2403 148 52 96 2255 2235 75 42
is_linear=0
shrinkage=0.1


Tree=2018
num_leaves=31
num_cat=0
split_feature=33 132 1203 394 15 120 40 12 9 8 4 153 403 2 403 403 1 0 1455 1455 1 15 2 52 9 479 15 131 159 52
split_gain=0.000186422 0.000189301 0.000392405 0.000381834 0.000493435 0.000266716 0.000622991 0.00025537 0.000798603 0.001887 0.000727068 0.000331244 0.00025148 0.00147639 0.000738859 0.000754333 0.000253114 0.00103563 0.000904892 0.00057311 0.000704915 0.0019 0.00311251 0.00267474 0.0015024 0.00144987 0.000939134 0.000851038 0.00065529 0.00173587
threshold=-0.009184999999999997 -0.083174999999999985 0.089005000000000015 0.013605000000000001 0.088060000000000013 0.093680000000000013 -0.24134999999999998 0.12757000000000002 0.091600000000000015 0.097795000000000007 -0.011884999999999998 0.086100000000000024 -0.54856499999999986 0.083715000000000026 -0.5335399999999999 -0.52800499999999995 0.080270000000000022 -0.15350499999999997 0.10861000000000001 0.10701500000000001 0.09253500000000002 -0.095244999999999982 0.086825000000000013 0.084735000000000019 1.0000000180025095e-35 0.093525000000000011 -0.036009999999999993 0.089415000000000008 -0.087844999999999993 0.51358000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -3 8 11 -10 -9 12 13 -8 -14 -16 17 -17 -19 20 21 22 -18 26 25 28 27 -23 29 -22
right_child=1 3 -4 4 -6 -7 7 10 9 -11 -12 -13 14 -15 15 16 19 18 -20 -21 24 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0002440055529962504 -3.70437893453084e-05 0.00052596954628825188 -0.00044380973106146688 -2.6236648859810971e-05 0.00066779953704099171 -0.00034189020357602699 0.00046719223305228213 0.00018244540009445268 0.001115116720376093 -0.00019599179820785218 -0.00064017720548938757 -0.00038616857531120665 0.00047114681647679609 -0.00058260061557882951 -0.00058113766797098594 0.00071739923851882022 -0.0014776193478610367 3.5878991170686648e-05 -0.00064192839576207919 0.00043845062811250011 -0.00081835324494664648 0.00080311186310219856 0.00015922666338848927 -0.00084982618316548498 0.00087035173812182636 0.00083403277327306576 -4.0177225361860892e-05 -5.097296671010554e-05 -1.9096921982469689e-06 0.00025564132741204016
leaf_weight=31 195 23 27 21 20 22 21 21 21 23 22 22 34 37 22 22 26 1297 20 26 34 28 21 38 20 20 224 20 736 27
leaf_count=31 195 23 27 21 20 22 21 21 21 23 22 22 34 37 22 22 26 1297 20 26 34 28 21 38 20 20 224 20 736 27
internal_value=0 2.44795e-06 -8.65153e-05 9.33423e-06 0.000312318 4.94006e-06 7.6603e-06 3.37521e-06 7.17137e-06 0.000429765 -0.000238431 2.71893e-07 3.45247e-06 -0.000202503 8.02051e-06 1.91966e-06 6.93227e-06 3.69524e-05 2.55858e-05 -2.60161e-05 -3.61301e-05 -0.000153781 -0.000746263 -6.3953e-05 1.40507e-05 -6.91135e-06 4.58381e-05 0.000447243 -2.80141e-05 -0.000342979
internal_weight=0 3090 222 2868 41 2827 2805 2782 2739 44 43 2695 2673 58 2615 2581 2559 1339 1317 1220 1194 357 47 310 837 817 272 48 797 61
internal_count=3121 3090 222 2868 41 2827 2805 2782 2739 44 43 2695 2673 58 2615 2581 2559 1339 1317 1220 1194 357 47 310 837 817 272 48 797 61
is_linear=0
shrinkage=0.1


Tree=2019
num_leaves=31
num_cat=0
split_feature=33 9 2 10 130 42 1 132 12 400 1 3 1374 0 13 13 1375 13 1374 151 42 2 13 42 13 51 0 15 1213 1212
split_gain=0.000204779 0.000299038 0.00096261 0.000377396 0.00021241 0.000598095 0.000189262 0.000952462 0.0056782 0.00356856 0.000917579 0.00139436 0.00125181 0.000882582 0.000852384 0.00236012 0.00429802 0.00513328 0.00177474 0.00174498 0.000981085 0.00127816 0.0021461 0.00122802 0.00179977 0.00108751 0.000901978 0.000849885 0.00116694 0.00133749
threshold=-0.044254999999999996 0.088235000000000022 -0.14451499999999998 0.10223 -0.22699999999999995 0.15432000000000004 0.08592000000000001 -0.083284999999999984 0.091840000000000019 -0.077734999999999985 0.087695000000000009 -0.07928499999999998 -0.26569999999999994 -0.23051499999999997 -0.086254999999999984 -0.085744999999999988 -0.15308499999999997 -0.085384999999999975 0.086000000000000007 -0.091299999999999978 0.083935000000000023 0.089005000000000015 -0.090799999999999978 0.086325000000000013 -0.088464999999999988 0.093135000000000009 -0.091794999999999988 0.089740000000000014 -0.0057349999999999996 -0.089544999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 13 8 -8 -9 11 -11 -12 -6 18 -16 -17 -18 19 -15 21 22 -21 26 25 27 -22 28 29 -25
right_child=1 2 -4 -5 5 -7 7 9 -10 10 12 -13 -14 14 15 16 17 -19 -20 20 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00030401519619441719 -0.00028789390041492876 0.00033131809914661777 -0.00077142511727288374 -0.00025502465155330444 0.00068237473707995384 0.00051279013771462546 -0.00066756471885310025 -0.0013718931726180018 0.0014637639007996769 -0.00091448982836612102 0.00077872197347460313 0.00012424343609988381 -1.9704277395120213e-05 -0.00079685967426658389 -0.00084825615665656243 -0.0014584697497775779 0.0015331853818762202 -7.8994555137527618e-06 0.0010557687084656209 0.00022712030347772977 -0.00061276678346697928 4.2198942329767831e-05 0.0014637383799392569 0.0003915591719851364 0.00087237963294187052 0.00068741275145756933 -1.6072461776753986e-05 -0.0006549713896155092 0.00049070069572836571 -0.00065089308391179661
leaf_weight=22 25 23 21 21 20 23 25 20 25 28 20 24 1081 21 34 20 22 1233 20 36 38 56 23 20 33 22 76 21 36 32
leaf_count=22 25 23 21 21 20 23 25 20 25 28 20 24 1081 21 34 20 22 1233 20 36 38 56 23 20 33 22 76 21 36 32
internal_value=0 -2.15822e-06 -0.000214387 5.14727e-05 2.38853e-06 4.80031e-06 8.87464e-07 -2.93399e-05 0.0003981 -4.75598e-05 -2.45878e-05 -0.000435074 -5.20062e-06 2.18563e-05 1.42772e-05 -2.59893e-05 -4.06223e-06 1.91156e-05 0.000135726 9.12797e-05 0.000138738 0.000384395 0.000709192 3.71165e-05 0.000212348 4.60802e-05 -0.000214971 -8.3363e-05 5.30435e-05 -0.00024995
internal_weight=0 3099 65 44 3034 3009 2986 1223 50 1173 1153 52 1101 1763 1743 1309 1275 1255 434 414 393 115 59 278 164 131 114 109 88 52
internal_count=3121 3099 65 44 3034 3009 2986 1223 50 1173 1153 52 1101 1763 1743 1309 1275 1255 434 414 393 115 59 278 164 131 114 109 88 52
is_linear=0
shrinkage=0.1


Tree=2020
num_leaves=31
num_cat=0
split_feature=1203 132 132 393 1186 1213 42 0 2 1186 1213 129 1443 1447 4 52 43 1447 43 51 0 43 42 402 12 12 13 132 12 12
split_gain=0.000196888 0.00545759 0.00310659 0.000269759 0.000259331 0.000228804 0.000800144 0.00200192 0.00197482 0.000374589 0.000315019 0.000406851 0.000280882 0.000277712 0.00175101 0.00131289 0.00113674 0.00071757 0.000302814 0.00142149 0.00246807 0.000542872 0.00125256 0.00112637 0.000522486 0.00097008 0.000979412 0.0010531 0.000383556 0.000466472
threshold=0.089165000000000008 -0.083284999999999984 -0.020824999999999996 0.11170000000000001 -0.091099999999999987 0.088165000000000007 0.089905000000000013 -0.082724999999999979 0.086000000000000007 -0.084639999999999979 0.085435000000000025 -0.082959999999999992 0.093200000000000019 -0.085804999999999979 -0.085594999999999991 0.11639500000000001 -0.078469999999999984 -0.084334999999999979 0.070450000000000013 0.035765000000000012 -0.079459999999999989 0.055925000000000009 0.11275500000000001 -0.43418999999999991 0.09141500000000001 0.098150000000000015 -0.051094999999999995 -0.41094499999999995 0.085885000000000017 -0.042789999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 9 7 -7 -8 -6 11 -11 13 14 -13 16 -16 -15 21 24 -21 23 -23 -19 28 -26 -27 -28 29 -20
right_child=1 2 -4 -5 5 6 8 -9 -10 10 -12 12 -14 17 15 -17 -18 18 19 20 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.00026566019485522297 0.0014573617837690426 -0.0012341175436934768 0.00025185469395878234 -0.0003024829055842323 -0.00033071613142965361 -0.00060292479796083404 0.0011205741444744331 0.0004683824665280003 -8.6507585012551521e-05 0.00043621473735020984 -0.00029999949563514546 -0.00098557793957990635 0.00035870943240643967 0.00044790129769862932 -2.1265102507796411e-05 -0.0005398326081506509 0.00088347513022502737 -0.00060217533825761499 -0.00023424070459441282 -0.0014436927697215652 0.00012731753643038246 0.00077959057837558379 -0.00019424880666338141 4.7841328872258072e-06 0.00065164836622508509 0.00045966372747768347 0.0001805524399969727 -0.00067217350471764808 -0.00041121383459540083 0.00024988657391719139
leaf_weight=36 23 24 34 30 36 37 23 33 33 21 36 21 21 35 41 28 21 31 48 20 20 28 25 2228 28 28 28 30 40 34
leaf_count=36 23 24 34 30 36 37 23 33 33 21 36 21 21 35 41 28 21 31 48 20 20 28 25 2228 28 28 28 30 40 34
internal_value=0 0.000153871 -0.00036303 -4.09985e-06 -1.12593e-06 -4.35536e-06 0.000127515 -9.78799e-05 0.000409258 -1.01895e-05 -6.08603e-06 -2.27447e-06 -5.61686e-06 -8.41526e-06 -0.000163345 2.85088e-05 0.000285179 -1.85894e-06 -7.94148e-06 -0.000106944 -0.000658188 3.87713e-06 0.000320232 -3.5451e-06 -1.35126e-05 0.000140412 -2.60367e-05 -0.000260513 -0.000157344 -3.3505e-05
internal_weight=0 81 58 3040 3010 2974 126 70 56 2848 2812 2776 2755 2734 111 90 62 2623 2588 276 40 2312 53 2259 236 114 86 58 122 82
internal_count=3121 81 58 3040 3010 2974 126 70 56 2848 2812 2776 2755 2734 111 90 62 2623 2588 276 40 2312 53 2259 236 114 86 58 122 82
is_linear=0
shrinkage=0.1


Tree=2021
num_leaves=31
num_cat=0
split_feature=158 484 15 0 12 1456 484 40 1447 1456 1447 481 484 43 158 15 158 2 158 2 39 4 160 1 14 47 46 1 47 47
split_gain=0.000204475 0.000749403 0.00107129 0.000815692 0.000813448 0.000805143 0.00060141 0.000529155 0.000308376 0.00188382 0.00148844 0.000963342 0.00125522 0.000546884 0.000338553 0.000809748 0.000769233 0.000418913 0.000753976 0.000362793 0.000318459 0.000595066 0.0012932 0.000778662 0.000585952 0.000544659 0.000758067 0.000589672 0.000571171 0.000530793
threshold=0.10667500000000002 0.090535000000000018 -0.091964999999999977 -0.082284999999999983 0.097325000000000009 -1.0000000180025095e-35 -0.0076649999999999991 -0.24134999999999998 -0.085684999999999997 0.088395000000000015 -0.084149999999999989 -0.086354999999999987 -0.081614999999999979 -0.078844999999999985 0.085030000000000008 -0.14712999999999996 0.082560000000000008 0.083215000000000011 0.089460000000000012 -0.15339499999999998 0.10616500000000001 0.51164000000000009 -0.061284999999999992 0.14326500000000003 -0.31455999999999995 0.13148500000000005 0.083550000000000013 0.12456000000000002 0.10843500000000002 0.11328000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 6 5 -5 -4 -1 9 11 -10 -9 -13 -14 16 -16 19 -17 -19 -12 21 23 -23 24 -21 26 28 -27 -26 -30
right_child=1 -3 3 4 -6 -7 -8 8 10 -11 14 12 13 -15 15 17 -18 18 -20 20 -22 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.00045533999022714293 0.00057504555932246155 -0.00062424848608012937 -0.00014580257171157586 0.00078206695296103136 -0.00036884362925775353 -3.1748209749498675e-05 -0.00089559406600528749 -0.00051556829442103789 -0.00082364874665059201 0.0010447190867853352 -0.00027055158869337238 0.00084582221970777029 -0.0004793265318897154 0.00021289792202878744 -0.00017596163583220915 0.00062280674591743117 -0.00058186071698361518 0.0005931876702771451 -0.00010202307625709533 0.00053493165649429316 -0.00018976388254952504 -0.00032944799517281359 0.00065958695986176818 -0.00052139353740910473 1.3041477084887342e-05 1.172403970723162e-05 -0.00056123754572278512 0.00075416251725982878 -0.00067779216472197074 -9.9526514608633547e-05
leaf_weight=26 25 24 23 20 30 31 20 28 22 20 49 20 21 25 50 31 23 26 39 21 82 20 39 28 2232 23 24 20 22 57
leaf_count=26 25 24 23 20 30 31 20 28 22 20 49 20 21 25 50 31 23 26 39 21 82 20 39 28 2232 23 24 20 22 57
internal_value=0 -0.000105661 -2.213e-05 -0.000142528 4.43437e-05 0.000287395 -0.000494543 6.20059e-06 2.20414e-06 0.000163434 -4.34153e-06 -2.40732e-05 0.00018444 -0.000103118 2.12823e-06 0.000150362 -6.06956e-06 0.000320323 0.000176061 -1.00911e-06 4.13403e-06 1.05297e-05 0.000324321 2.90148e-06 9.0208e-06 4.37651e-06 -2.11801e-06 0.000357044 3.68851e-06 -0.000260563
internal_weight=0 173 149 124 81 51 43 2948 2922 114 2808 94 66 46 2786 146 2640 96 65 2617 2568 2486 59 2427 2399 2378 2335 43 2311 79
internal_count=3121 173 149 124 81 51 43 2948 2922 114 2808 94 66 46 2786 146 2640 96 65 2617 2568 2486 59 2427 2399 2378 2335 43 2311 79
is_linear=0
shrinkage=0.1


Tree=2022
num_leaves=31
num_cat=0
split_feature=132 1204 132 399 1203 42 133 403 130 121 33 9 10 1201 1204 394 52 12 4 130 130 151 157 484 157 150 133 1 456 13
split_gain=0.000188834 0.00036054 0.000202095 0.000708835 0.000356704 0.00031557 0.000676665 0.000437575 0.000257245 0.000459045 0.000334333 0.00031511 0.000940437 0.000283641 0.000469206 0.000273115 0.000406259 0.000862579 0.000829177 0.0011677 0.000719937 0.000310417 0.000535606 0.00145612 0.00103204 0.000724851 0.00130972 0.000739736 0.000563419 0.00100277
threshold=-0.43443999999999999 0.053645000000000005 -0.083449999999999983 0.091580000000000009 0.085960000000000023 -0.074124999999999983 -0.37971999999999995 -0.084674999999999986 -0.22699999999999995 -0.088279999999999983 -0.009184999999999997 0.091600000000000015 0.094860000000000014 -0.080364999999999978 -0.082274999999999987 -0.0074349999999999998 0.085815000000000016 0.088845000000000021 -0.083439999999999986 -0.011824999999999999 -0.079354999999999981 -0.081519999999999981 -0.087424999999999989 0.091040000000000024 -0.086244999999999988 0.085395000000000013 0.086695000000000008 0.10612500000000001 0.088285000000000016 -0.083764999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 8 5 -2 -7 -8 -4 -10 -11 13 -13 -12 -15 16 18 -18 -16 20 -20 22 -17 24 -24 28 27 -27 -26 -30
right_child=1 -3 3 -5 -6 6 7 -9 9 10 11 12 -14 14 15 21 17 -19 19 -21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.00021866402373864102 0.00023108934595560037 0.00038884388692774033 -0.00032522596569227371 0.00048941526309742285 -0.00041372962802979017 -0.00048796575352111284 -0.00015307691820243448 0.00037062492789388034 0.00044848309531200515 -0.00033213643003061108 0.00029048858965380174 0.00077996118452574594 -0.00012476446303211292 -0.0004753164741920219 -0.00043315995799882026 -0.00038134391385635054 0.00081249950048716164 -7.5462917548379515e-06 0.0002138278069819703 0.00063055105274543175 -0.00055681285554204482 -2.3521341892097384e-05 -0.00062888807290056284 0.00082690700924453828 -9.0886204055674508e-05 -0.00017258182603032573 0.0010057333359410141 0.00050480925939544777 0.00083825439563952383 -9.597140166011674e-05
leaf_weight=39 33 24 24 30 31 34 39 27 23 30 33 20 27 21 30 24 23 29 27 34 22 2150 21 26 165 38 22 28 20 27
leaf_count=39 33 24 24 30 31 34 39 27 23 30 33 20 27 21 30 24 23 29 27 34 22 2150 21 26 165 38 22 28 20 27
internal_value=0 2.767e-06 -2.63033e-07 5.8567e-06 -0.000108254 -3.70527e-05 -0.00012554 6.11647e-05 7.91488e-07 3.54656e-06 -8.6215e-08 3.48806e-06 0.000260225 -9.15824e-07 -4.46822e-06 -7.86983e-07 0.000123855 0.000355166 1.74107e-05 0.000180268 -0.000132174 -8.94482e-06 7.55283e-05 0.000107128 4.88276e-05 9.62677e-05 0.00033753 0.000114796 -3.87907e-06 0.000301571
internal_weight=0 3082 3058 2894 164 133 100 66 2864 2840 2817 2787 47 2740 2707 2686 165 52 113 83 49 2521 371 347 321 300 88 66 212 47
internal_count=3121 3082 3058 2894 164 133 100 66 2864 2840 2817 2787 47 2740 2707 2686 165 52 113 83 49 2521 371 347 321 300 88 66 212 47
is_linear=0
shrinkage=0.1


Tree=2023
num_leaves=31
num_cat=0
split_feature=33 9 2 10 40 40 151 1375 1365 1375 457 1374 484 484 1373 484 484 158 1375 457 457 150 150 12 12 483 457 484 43 3
split_gain=0.000212455 0.000245533 0.000867077 0.00023863 0.000187528 0.000386035 0.000178595 0.000304638 0.000216214 0.000272139 0.000333545 0.000301271 0.000292948 0.00194278 0.000997762 0.000868014 0.000957474 0.000771087 0.000512686 0.000689946 0.000855741 0.000839604 0.000834188 0.000488548 0.00109303 0.000493863 0.000486937 0.000483317 0.000735659 0.00110692
threshold=-0.044254999999999996 0.088235000000000022 -0.14451499999999998 0.10223 -0.24290999999999999 -0.13022999999999998 0.29373000000000005 0.10380000000000002 0.087370000000000017 0.089070000000000024 -0.10142499999999997 0.086765000000000023 0.089765000000000011 0.094140000000000015 1.0000000180025095e-35 0.087020000000000014 0.085790000000000019 -0.47356499999999996 -0.4078199999999999 0.11612500000000002 0.098180000000000003 0.11857000000000002 0.11117000000000002 0.090695000000000012 0.087625000000000022 0.095345000000000013 0.091945000000000013 0.056480000000000009 -0.011694999999999999 -0.086869999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 7 8 9 10 -7 12 14 -14 15 16 17 -12 -19 20 21 22 26 24 -15 -25 27 -20 29 -29
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 11 -13 13 23 -16 -17 -18 18 19 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.00030966097163565628 -0.00028253572831011338 0.00028034344468323978 -0.00072318061833075696 -0.00018590308969751711 0.00043134654059983973 -0.00032970015745377169 0.00027867777708983661 -0.00034866188885644082 0.00026459626340863087 -0.00032297969306595265 0.00062095593144476883 0.00028898122532032051 -0.00092104073958650513 -2.830004965641415e-05 0.00057481262464857393 0.00047227733675987487 -0.00067553774320653509 -0.00043584143201803307 -9.9037096401523931e-06 0.00058725169452372944 -0.00063809748971834781 0.0006179747679694133 -0.00058922180566393467 -0.00063946956790806285 0.0007389553420414979 5.486751160788117e-05 0.00049464664451079451 -0.00011567555345772277 -0.00012631507286439754 0.00080772468919509694
leaf_weight=22 23 23 21 21 21 30 23 25 31 26 20 37 26 119 31 39 21 27 2274 20 21 22 24 21 22 20 20 21 36 34
leaf_count=22 23 23 21 21 21 30 23 25 31 26 20 37 26 119 31 39 21 27 2274 20 21 22 24 21 22 20 20 21 36 34
internal_value=0 -2.19831e-06 -0.000194506 5.78167e-05 1.92165e-06 4.09452e-06 1.09375e-06 -1.05806e-06 1.89575e-06 -9.0182e-07 2.00079e-06 5.48626e-06 1.76401e-06 -0.000112448 1.0866e-05 4.08726e-06 -3.10149e-06 2.50437e-06 -2.44522e-06 2.28848e-06 -2.48284e-06 3.00787e-06 -2.60827e-06 3.06484e-06 9.14136e-05 -0.000300769 3.29476e-06 -8.60434e-07 0.000225122 0.000455154
internal_weight=0 3099 65 44 3034 3011 2990 2967 2942 2911 2885 2855 2818 208 2610 2579 2540 2519 2499 2472 2452 2431 2409 182 141 41 2385 2365 91 55
internal_count=3121 3099 65 44 3034 3011 2990 2967 2942 2911 2885 2855 2818 208 2610 2579 2540 2519 2499 2472 2452 2431 2409 182 141 41 2385 2365 91 55
is_linear=0
shrinkage=0.1


Tree=2024
num_leaves=31
num_cat=0
split_feature=1211 43 1212 1211 3 43 1186 393 1210 3 1209 1210 1209 12 12 4 12 401 133 13 43 47 2 52 402 403 12 402 12 52
split_gain=0.000180535 0.000704139 0.000325369 0.000249008 0.000531786 0.000839279 0.000264207 0.000453208 0.00019728 0.00182506 0.000207828 0.000393975 0.000315515 0.000211704 0.00114502 0.00108008 0.000713061 0.00049796 0.00050051 0.000488808 0.000728656 0.00121797 0.00152253 0.000723934 0.000393928 0.000450833 0.00116714 0.000624213 0.000508707 0.000419624
threshold=0.11716500000000001 0.062770000000000006 0.13613500000000003 0.087635000000000005 -0.083344999999999989 0.05259500000000001 -0.10142499999999997 0.11333500000000001 -0.14310999999999999 -0.082794999999999994 -0.087714999999999987 -0.083289999999999989 -0.074484999999999982 0.10866500000000003 0.11351500000000002 -0.00059999999999999995 0.10711000000000002 -1.0000000180025095e-35 0.50628500000000021 -0.051094999999999995 -0.24021999999999996 0.088915000000000008 0.10444500000000002 1.0000000180025095e-35 0.13294000000000003 0.11224000000000002 0.091545000000000015 0.11174500000000002 0.087145000000000014 0.084505000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 -1 8 9 -8 -10 -12 -13 16 15 -15 17 -14 24 -16 -21 22 -22 -24 25 27 28 29 -27 -19
right_child=1 -3 -4 4 5 -7 7 -9 10 -11 11 12 13 14 19 -17 -18 18 -20 20 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00032266003444629651 0.00046674738264162883 -0.00028521334563265556 -0.00036991727683926006 -0.00015782459575513548 0.00073875230258896155 -2.2497969475807625e-05 0.00041816661409525705 0.0004719293679227121 0.00022672454551166785 -0.00088515430938319439 0.0003277130890013983 -0.00030402030727903675 -0.00042023732969718021 0.0010398519532331689 0.00028810907108261466 4.8947661310773006e-05 -0.00048333262843698322 1.9084027109779691e-05 0.00038948346136749026 0.00030691230672346141 -0.00096050710407941933 0.00046803465811535717 0.00019281494032059399 -0.00053923646284436636 -0.00045057169409119525 0.00031490772716307011 0.00089065833861241112 -0.00056888240593252711 -0.00029937066412912829 -7.4934722398259184e-05
leaf_weight=26 33 20 24 33 28 30 22 20 39 21 35 36 29 22 39 22 32 1659 32 32 31 20 35 22 20 26 20 20 28 665
leaf_count=26 33 20 24 33 28 30 22 20 39 21 35 36 29 22 39 22 32 1659 32 32 31 20 35 22 20 26 20 20 28 665
internal_value=0 0.000182989 -3.16114e-06 -2.69499e-07 0.000162658 0.000345002 -5.2903e-06 -2.47117e-06 -5.73502e-06 -0.000218339 -2.54299e-06 -5.7081e-06 -9.8908e-06 -6.04597e-06 8.73602e-05 0.0005444 -1.42758e-05 -8.26943e-06 -3.43256e-06 -2.49847e-05 -0.000112204 -0.000236386 -0.000396482 -8.97312e-05 -8.58978e-06 -4.93402e-06 0.000238086 -1.26062e-05 -3.60699e-06 -7.81893e-06
internal_weight=0 53 3068 3044 91 58 2953 2927 2907 43 2864 2825 2790 2754 223 44 2531 2499 2470 179 140 108 88 57 2438 2418 74 2344 54 2324
internal_count=3121 53 3068 3044 91 58 2953 2927 2907 43 2864 2825 2790 2754 223 44 2531 2499 2470 179 140 108 88 57 2438 2418 74 2344 54 2324
is_linear=0
shrinkage=0.1


Tree=2025
num_leaves=31
num_cat=0
split_feature=33 15 15 132 1204 12 1447 403 133 1209 1453 394 402 12 15 13 1209 1212 0 2 1211 16 1210 15 1213 15 1213 1213 1210 1212
split_gain=0.00017079 0.000183933 0.00143472 0.00113406 0.00508828 0.0047672 0.000751036 0.00200089 0.00126899 0.000986148 0.000585565 0.000595454 0.000498619 0.0013535 0.000888978 0.00127983 0.000530898 0.000717714 0.000661521 0.000562599 0.000554373 0.000545036 0.000472627 0.000517564 0.000862493 0.000636528 0.000466169 0.000740745 0.000653891 0.000465528
threshold=-0.044254999999999996 0.087575000000000014 0.087260000000000018 -0.083284999999999984 -0.078604999999999994 0.091840000000000019 -0.085709999999999995 -0.54631999999999992 0.40431 -0.083969999999999989 -0.064249999999999988 0.0016050000000000003 0.10874500000000002 0.085565000000000016 0.085935000000000025 -0.064619999999999983 0.087100000000000025 0.089590000000000017 -0.085754999999999984 0.085485000000000019 0.078255000000000005 -0.090054999999999982 -0.13847499999999999 0.088990000000000014 -0.086179999999999993 0.089595000000000022 -0.38619999999999993 -0.082994999999999985 0.0028200000000000005 0.086920000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 5 -5 -3 -6 8 -8 -9 -11 22 14 -14 16 -16 17 20 -18 -20 29 -19 -12 24 -24 -25 -27 -28 -29 -2
right_child=1 3 -4 4 6 -7 7 9 -10 10 11 -13 13 -15 15 -17 18 21 19 -21 -22 -23 23 25 -26 26 27 28 -30 -31
leaf_value=0.00027764120670987976 1.6944357135597387e-06 -0.00057290946352579687 -0.00080193659447578961 -0.0015628778017708102 0.00050611994067107193 0.0014902027416004179 -0.0011889486091344484 0.00066612901918469344 -7.5944687414448704e-05 0.00056735903324027146 0.0004361331667751074 0.00056621060517500162 -0.00087585386051311314 8.3385507796743987e-05 0.00095760949973381412 6.9273067717652096e-05 -0.00067099831541310309 0.00078459364947775607 0.00034948236401760374 -0.00036865142671255549 -0.00037558717015532996 5.516975264375409e-05 0.00028896326984977349 0.00051981604145839811 -0.00049030922248731468 -0.00045864009038528564 0.00048670702835806878 -4.9067246934227084e-05 0.00045228060064671032 -0.0004018900049388698
leaf_weight=22 1978 21 23 20 35 24 21 27 20 21 25 20 24 38 23 55 27 20 20 24 41 21 20 25 49 21 32 367 28 29
leaf_count=22 1978 21 23 20 35 24 21 27 20 21 25 20 24 38 23 55 27 20 20 24 41 21 20 25 49 21 32 367 28 29
internal_value=0 -1.97099e-06 -1.60517e-05 4.01805e-05 1.01864e-05 0.000527417 5.44358e-05 3.10497e-05 -0.00064602 7.4766e-05 4.85049e-05 2.99428e-05 -8.19287e-06 -0.000287933 -4.43144e-07 0.000331218 -1.24198e-05 -3.27997e-06 -0.000281337 -4.2227e-05 -1.15734e-05 0.000410986 1.10268e-05 -8.58141e-06 -0.000264433 2.87416e-05 1.33786e-06 2.39597e-05 -1.35287e-05 -4.13713e-06
internal_weight=0 3099 2323 776 731 45 711 676 41 635 608 587 2300 62 2238 78 2160 2089 71 44 2048 41 567 542 69 473 448 427 395 2007
internal_count=3121 3099 2323 776 731 45 711 676 41 635 608 587 2300 62 2238 78 2160 2089 71 44 2048 41 567 542 69 473 448 427 395 2007
is_linear=0
shrinkage=0.1


Tree=2026
num_leaves=31
num_cat=0
split_feature=400 132 43 1204 12 16 1204 1208 1208 1208 403 16 402 403 2 52 1 402 1211 1212 1212 1209 1212 13 13 12 42 160 52 52
split_gain=0.00019036 0.000799462 0.00636891 0.003715 0.000664273 0.00059325 0.000656323 0.000241017 0.000643077 0.000538998 0.00034054 0.00148359 0.000447076 0.00033708 0.000889194 0.000783807 0.00120249 0.000483853 0.00033104 0.000928816 0.000840959 0.000423384 0.000388475 0.000276156 0.00156281 0.0030542 0.00200175 0.000939455 0.000796365 0.00361054
threshold=-0.064794999999999978 -0.083284999999999984 -0.011694999999999999 -0.082199999999999981 0.088485000000000022 -0.077074999999999991 -0.0076699999999999989 0.11332500000000002 0.10233500000000001 0.086590000000000014 -0.5335399999999999 -0.079109999999999986 0.31115000000000004 0.15011500000000003 0.093840000000000021 0.089325000000000015 0.086105000000000015 0.11375000000000002 0.11817500000000002 0.11796000000000001 0.10909000000000001 0.089440000000000006 -0.092764999999999986 -0.087714999999999987 -0.089109999999999981 0.085440000000000016 0.084145000000000011 0.10580000000000002 0.089325000000000015 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 6 -5 8 9 10 11 -2 13 17 15 16 -15 18 19 20 21 22 -12 24 27 26 -26 28 29 -24
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leaf_value=0.0017930160371840678 0.00091963479877449578 -0.0012464963025360539 5.8446414720453077e-05 0.00042613952294535311 -0.00059974945426169467 0.0006255657775327563 -0.00027546016266569498 -0.0002931793320699242 0.0004823017680017209 -0.00051278635274641042 -0.000441316772630671 -0.00019990940385594452 -0.00047998009074945008 0.00076709775636448873 -0.00070095353003125644 -0.0004620186817192007 -0.00016189566269627232 0.00040101350675589254 0.00029414788185857946 -0.0006263100185606163 0.00061430065913803205 -0.0003933408947237435 4.5242299400025556e-05 -1.5514425397660048e-05 0.00073817369001600045 0.0015167369756714576 -0.00059607327895481955 -0.00062307669381287116 0.00025871761139441925 -0.0012850377687507056
leaf_weight=22 20 22 46 24 23 25 30 29 27 21 20 29 20 22 25 28 38 30 37 24 22 28 281 2003 22 21 23 23 114 22
leaf_count=22 20 22 46 24 23 25 30 29 27 21 20 29 20 22 25 28 38 30 37 24 22 28 281 2003 22 21 23 23 114 22
internal_value=0 9.64605e-05 0.000311436 -9.723e-05 -0.000160952 0.000222819 3.63619e-05 -6.32311e-06 -3.45455e-06 -8.01961e-06 -4.30289e-06 0.000257047 -8.87162e-06 -5.48601e-06 -0.000174657 -2.5141e-05 0.000178735 1.67367e-06 -2.86429e-06 -7.08613e-06 -1.32367e-06 -6.6204e-06 -2.3388e-06 1.16043e-06 6.71678e-05 0.000520934 5.62252e-05 -8.97048e-07 3.34198e-05 -5.13457e-05
internal_weight=0 192 91 101 69 79 54 2929 2900 2873 2852 49 2803 2783 113 88 60 2670 2640 2603 2579 2557 2529 2509 506 66 45 440 417 303
internal_count=3121 192 91 101 69 79 54 2929 2900 2873 2852 49 2803 2783 113 88 60 2670 2640 2603 2579 2557 2529 2509 506 66 45 440 417 303
is_linear=0
shrinkage=0.1


Tree=2027
num_leaves=31
num_cat=0
split_feature=1453 2 1447 3 1447 1447 3 1447 483 132 1203 1203 1203 483 12 133 4 2 130 12 2 1453 1208 16 403 402 1209 402 403 1210
split_gain=0.000199462 0.000500866 0.000315381 0.00171278 0.00139528 0.00119367 0.000623925 0.000310574 0.0004908 0.000232908 0.000695515 0.000825691 0.000535175 0.000308014 0.0013387 0.00149196 0.000269538 0.000443477 0.000700377 0.000621037 0.00044657 0.000256696 0.00025248 0.00091782 0.000376424 0.000724804 0.000535731 0.00320247 0.000839601 0.000283411
threshold=-0.083254999999999982 0.083995000000000014 -0.085684999999999997 -0.085784999999999986 -0.084149999999999989 -0.086849999999999997 -0.080289999999999986 -0.082954999999999987 -0.47356499999999996 -0.083449999999999983 0.089165000000000008 0.10250500000000001 0.089480000000000018 -0.095689999999999983 0.091625000000000012 0.086695000000000008 -0.085034999999999986 0.097385000000000013 0.10797500000000002 0.11418000000000002 0.085485000000000019 -0.076539999999999983 0.10383000000000002 -0.074319999999999983 -0.53960999999999981 -0.041189999999999997 -0.084519999999999984 -0.0078149999999999973 -0.51385999999999987 -0.15347999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 6 -5 -6 -9 12 13 -12 16 14 15 -11 -10 18 20 -19 -18 -15 24 -24 25 -23 27 -26 -28 -30
right_child=2 -3 4 5 7 -7 -8 8 9 10 11 -13 -14 21 -16 -17 17 19 -20 -21 -22 22 23 -25 26 -27 28 -29 29 -31
leaf_value=-0.00055782687188845801 0.00078735944732670764 6.2001489641261284e-05 -0.00083538869948824874 0.00052975090108632757 0.0003536594898905605 -0.00068631766505701389 -0.00012100142923693913 -0.00046042686613952322 0.00020408902005458784 3.5191014736752822e-05 0.00083595944637305695 6.2348573805433554e-05 -0.00059036691003711895 -0.00026386009554403859 -0.00032467101079722245 0.0011590398265980185 -0.00026953616039946261 0.00038890465631779723 -0.00074516227704450675 -0.00028390576607426223 0.0002431960292177302 -0.00011527635891980028 -0.00056502773997283752 0.00027952050890731202 0.00035300088082646744 0.0007360779575537891 0.00060946929860738628 -0.0012043793516805519 0.00034417475011044494 -1.2463058329279411e-06
leaf_weight=22 32 32 20 26 25 23 34 23 35 27 22 37 20 37 30 21 49 34 21 23 26 20 31 22 31 20 23 23 24 2308
leaf_count=22 32 32 20 26 25 23 34 23 35 27 22 37 20 37 30 21 49 34 21 23 26 20 31 22 31 20 23 23 24 2308
internal_value=0 -0.000190521 3.35447e-06 0.000165823 -2.97476e-06 -7.38052e-05 0.000160991 2.70337e-06 -3.14831e-07 3.35458e-06 1.12775e-05 0.000350814 -9.85763e-05 3.62265e-06 0.000199357 0.000526875 -4.62582e-05 -0.000103527 -0.000234714 0.00011742 -9.1789e-05 -2.39046e-06 1.47619e-06 -0.000214461 6.14939e-06 0.000310401 1.09747e-06 -0.000310328 8.23843e-06 2.30863e-06
internal_weight=0 54 3067 115 2952 83 60 2932 2907 2884 2676 59 208 2617 78 48 188 153 96 57 75 2539 2502 53 2449 40 2409 54 2355 2332
internal_count=3121 54 3067 115 2952 83 60 2932 2907 2884 2676 59 208 2617 78 48 188 153 96 57 75 2539 2502 53 2449 40 2409 54 2355 2332
is_linear=0
shrinkage=0.1


Tree=2028
num_leaves=31
num_cat=0
split_feature=1209 1209 3 1209 1209 1208 1209 1208 43 1213 1213 2 52 402 401 403 401 133 133 131 131 131 3 12 1204 1203 402 16 1210 132
split_gain=0.00025173 0.0001896 0.000791585 0.00029245 0.000194461 0.000211648 0.000434205 0.000266705 0.000578075 0.00020523 0.000606363 0.000535583 0.000554341 0.000242402 0.000906235 0.000726461 0.000459929 0.00114757 0.000579049 0.000486419 0.000317234 0.000410538 0.000401056 0.000468292 0.000319833 0.000898221 0.000340582 0.000766179 0.0007377 0.000294764
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 7 9 -9 11 -11 12 -6 15 -15 -12 -16 18 19 20 21 24 23 -22 25 -18 27 -27 -28 -30
right_child=1 3 -4 4 5 -7 -8 8 -10 10 13 -13 -14 14 16 -17 17 -19 -20 -21 22 -23 -24 -25 -26 26 28 -29 29 -31
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leaf_weight=20 24 30 24 21 35 22 22 21 23 21 20 25 22 20 22 20 21 22 25 31 27 34 30 29 20 26 21 30 154 2259
leaf_count=20 24 30 24 21 35 22 22 21 23 21 20 25 22 20 22 20 21 22 25 31 27 34 30 29 20 26 21 30 154 2259
internal_value=0 -2.28079e-06 -0.000199482 8.19664e-07 -2.26355e-06 -1.42252e-07 -2.42367e-06 8.68269e-07 0.000245231 -2.82149e-06 1.69432e-06 -0.000158782 1.04717e-05 -2.30511e-06 -5.83328e-06 0.000242109 -9.57193e-07 -4.62841e-06 1.21755e-06 -3.24778e-06 1.35746e-06 -4.97673e-06 0.000190278 3.22189e-05 -3.39841e-07 2.8327e-06 -2.65991e-06 -0.000246484 2.94986e-06 -2.18597e-06
internal_weight=0 3101 48 3053 3023 3002 2980 2958 44 2914 2832 82 57 2811 2771 40 2751 2729 2707 2682 2651 2565 86 56 2531 2511 2490 56 2434 2413
internal_count=3121 3101 48 3053 3023 3002 2980 2958 44 2914 2832 82 57 2811 2771 40 2751 2729 2707 2682 2651 2565 86 56 2531 2511 2490 56 2434 2413
is_linear=0
shrinkage=0.1


Tree=2029
num_leaves=31
num_cat=0
split_feature=1209 132 1203 1200 15 50 133 0 403 52 403 393 51 51 0 1 1 43 3 1 0 403 16 49 2 51 151 16 1453 16
split_gain=0.000203901 0.000190671 0.000596688 0.000695422 0.000536684 0.000319505 0.000333894 0.000624477 0.000338134 0.000745431 0.000354344 0.000218335 0.000246624 0.000740967 0.000688364 0.0004554 0.00183521 0.00334551 0.00123837 0.000976239 0.000935193 0.000858999 0.00056409 0.000569086 0.000823253 0.000470614 0.000640811 0.000454564 0.000373856 0.000510381
threshold=-0.14444499999999996 -0.083449999999999983 0.089165000000000008 0.090100000000000013 0.091475000000000015 0.09227500000000001 -0.45516499999999999 -0.09595999999999999 -0.084674999999999986 0.08568000000000002 -0.089609999999999981 0.11213000000000002 0.082455000000000014 0.045645000000000005 -0.23051499999999997 0.10337500000000001 0.087325000000000014 -1.0000000180025095e-35 -0.012939999999999998 0.10871500000000002 -0.067094999999999988 -0.08989999999999998 -0.14322499999999996 0.088930000000000009 0.094565000000000024 0.10501000000000001 -0.0033899999999999994 -0.082179999999999989 -0.082429999999999989 -0.021269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 11 -4 5 6 -2 -8 10 -10 -9 12 13 28 -14 16 18 -18 20 -17 21 -16 -23 24 27 26 -21 -24 29 -3
right_child=1 2 3 -5 -6 -7 7 8 9 -11 -12 -13 14 -15 15 19 17 -19 -20 25 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00031827243044972424 0.00034540406017745579 0.00010461273154110782 0.00059389554824317914 -0.00011004336142239322 -0.00050971914186245869 -0.00037401133583140717 -0.00047673007033558357 0.00011752288264688104 -3.5379554265091433e-05 0.00070036807807073709 -0.00041057001011116274 -0.00031563940309834755 -0.0004004496384556566 -0.00050586059289950446 -0.00052689624988653866 -0.0006679389700626156 1.9079082475010574e-05 0.0016887873110439007 -0.00062121206186323741 0.00073200004851622957 0.00071107578626833855 0.00063705669279443108 0.00022937862212919367 -0.00036070124222896996 0.00064148143045949168 -7.1579863838340364e-05 -4.0286084615879441e-05 -0.00030108972947346047 2.5352287625463988e-07 -0.0005381665761039282
leaf_weight=20 26 21 36 23 27 24 27 27 40 21 24 22 29 30 22 21 28 21 24 21 25 20 35 25 27 82 22 30 2291 30
leaf_count=20 26 21 36 23 27 24 27 27 40 21 24 22 29 30 22 21 28 21 24 21 25 20 35 25 27 82 22 30 2291 30
internal_value=0 -2.05271e-06 4.73222e-06 0.000319479 -9.26755e-05 -3.30978e-05 1.64896e-05 -4.5034e-05 5.90356e-05 0.000217911 -0.000130991 -1.83892e-06 6.23135e-07 -1.20334e-05 7.01167e-05 0.000103979 0.000184101 0.000734668 5.44002e-05 -3.70586e-05 0.000142524 5.31286e-05 0.000146271 6.23763e-05 0.000177343 6.89293e-05 0.000336877 -1.54529e-05 -5.70765e-06 -0.000273493
internal_weight=0 3101 2885 59 216 189 165 139 112 61 51 2826 2804 2372 432 403 257 49 208 146 184 159 137 117 92 125 43 65 2342 51
internal_count=3121 3101 2885 59 216 189 165 139 112 61 51 2826 2804 2372 432 403 257 49 208 146 184 159 137 117 92 125 43 65 2342 51
is_linear=0
shrinkage=0.1


Tree=2030
num_leaves=31
num_cat=0
split_feature=402 1212 402 401 130 132 132 15 1185 49 15 402 15 130 1185 3 1208 16 16 12 16 133 49 1 0 4 49 16 0 2
split_gain=0.000177611 0.000359683 0.000256385 0.000316408 0.00018873 0.000438731 0.000332432 0.00415166 0.00370585 0.000251737 0.000349722 0.000352736 0.000283253 0.000301991 0.000231434 0.000351325 0.000197081 0.000200036 0.00109571 0.00199114 0.000432628 0.00122852 0.000854458 0.000848844 0.00274754 0.00184483 0.000762531 0.000671683 0.000596043 0.000538137
threshold=0.31278000000000006 0.15049500000000002 0.13597000000000001 0.12828500000000001 0.13302000000000003 -0.43443999999999999 -0.083284999999999984 0.090750000000000011 -0.087384999999999977 0.097685000000000008 -0.028889999999999996 0.085720000000000018 0.084905000000000022 -0.0089599999999999975 0.085905000000000009 -0.087784999999999988 0.11531000000000001 -0.18708499999999997 -0.29154999999999992 0.082480000000000012 -0.094359999999999986 -0.13941499999999998 0.085805000000000006 0.077565000000000009 -0.090644999999999989 -0.00027999999999999998 0.091860000000000011 -0.092804999999999985 -0.23194499999999998 0.088665000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 9 -8 10 11 -7 13 -12 16 -16 17 18 -10 -20 21 29 23 24 -23 -25 -24 -22 -29 -19
right_child=-2 -3 -4 -5 -6 6 8 -9 14 -11 12 -13 -14 -15 15 -17 -18 20 19 -21 27 22 26 25 -26 -27 -28 28 -30 -31
leaf_value=-0.00038279147275413077 0.00028984084714292772 -0.00041441654653421472 0.00025899094306575869 -0.00039881487056845797 0.00024571954676385732 -0.00060798273695003124 -0.0013630714523606004 0.001490800948231481 -3.2410759037080235e-06 0.00025459395231640277 -0.00012131841541976546 -5.3629309938211615e-05 -0.00024547974193970173 0.00035373196092223228 1.975248048368555e-05 0.00052707994901062363 -0.00028071693051606419 0.0009351280922904456 0.00027166532563569493 -0.0010164658134453931 -0.00055112628668377349 0.0011562735233123281 -0.00066962957394867703 -0.00051480467296450541 -0.00035687387869637907 0.00048416252854318985 2.5413435038277194e-05 0.00049980314647655175 -1.5642762549000107e-06 0.00024196160486012345
leaf_weight=30 21 21 38 20 31 22 20 20 380 24 23 24 26 32 39 21 25 24 20 30 22 28 27 38 21 36 38 24 1975 21
leaf_count=30 21 21 38 20 31 22 20 20 380 24 23 24 26 32 39 21 25 24 20 30 22 28 27 38 21 36 38 24 1975 21
internal_value=0 -1.96343e-06 8.49661e-07 -2.37604e-06 2.48509e-07 -2.29651e-06 1.55986e-06 0.000136902 -6.73825e-06 -4.24228e-05 -9.8552e-05 -0.000318755 2.65016e-05 0.000155075 3.0583e-06 0.000197317 -1.24422e-06 1.35892e-06 -6.11448e-05 -0.000501213 1.32829e-05 0.000142311 2.99696e-05 0.000184948 0.000507782 -2.88206e-05 -0.000263297 -1.59275e-06 4.45514e-06 0.00061165
internal_weight=0 3100 3079 3041 3021 2990 2960 171 2789 151 127 46 81 55 2769 60 2709 2684 430 50 2254 233 188 123 49 74 65 2021 1999 45
internal_count=3121 3100 3079 3041 3021 2990 2960 171 2789 151 127 46 81 55 2769 60 2709 2684 430 50 2254 233 188 123 49 74 65 2021 1999 45
is_linear=0
shrinkage=0.1


Tree=2031
num_leaves=31
num_cat=0
split_feature=132 15 1203 1203 2 47 2 15 3 399 128 124 131 132 1208 16 1209 3 1209 133 133 401 1212 133 131 15 484 1456 403 133
split_gain=0.000180676 0.000608579 0.000467949 0.000670573 0.000278801 0.000504054 0.000442971 0.000276893 0.000386755 0.000249126 0.000194087 0.000358024 0.000212442 0.000281307 0.000192944 0.000690241 0.000305598 0.00276759 0.000330847 0.000227507 0.000522251 0.000369955 0.00105706 0.000493299 0.000265141 0.000248569 0.000789119 0.0032297 0.0025189 0.000883887
threshold=-0.083449999999999983 0.091295000000000015 0.089480000000000018 0.10250500000000001 0.088665000000000008 0.085770000000000027 0.10252500000000002 0.084905000000000022 -0.085274999999999976 0.087170000000000011 0.11976500000000002 -0.19228999999999999 0.13602500000000003 -0.030684999999999994 0.10383000000000002 -0.074319999999999983 -0.087714999999999987 -0.081924999999999984 -0.074484999999999982 0.55672500000000014 0.51757000000000009 -0.078179999999999986 0.11579500000000002 0.41171500000000005 0.11863000000000001 0.085935000000000025 -0.081614999999999979 0.085790000000000019 -0.34918499999999997 0.098785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 5 7 -6 8 9 -1 11 -2 13 -13 16 -16 17 -15 -18 20 21 22 -20 24 25 -23 27 -27 -28 -30
right_child=2 -3 3 -5 6 -7 -8 -9 -10 -11 -12 12 -14 14 15 -17 18 -19 19 -21 -22 23 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.00015419208683029173 -0.00042312105724704455 -0.0005144760540509918 0.00073909100361301428 3.1590701994876299e-05 0.0003800287454093147 -0.00056366607868334369 -0.00010641749488571899 -0.00032007850822992625 0.00040421629698054562 -0.00032219734301021244 0.00029014843160478886 -0.00037520271573157518 0.00025371032340141636 0.0011448045622091741 -0.00050159683703289687 0.00023584870081818241 -0.00028867045109972169 -0.00041988543212377973 0.00061798294143844759 0.00033257493002262589 -0.00050693028955720368 -9.3152386394966436e-06 -0.00028958556053805209 -0.00048214053812054253 -0.00032621620218075504 0.00024326103574940532 0.0010693471866453856 -0.0011877581207954792 0.00011073752054598394 -0.00030374841062131072
leaf_weight=21 20 29 21 37 36 21 39 23 24 23 23 20 33 20 30 22 39 26 33 21 20 1917 21 21 24 46 26 24 402 59
leaf_count=21 20 29 21 37 36 21 39 23 24 23 23 20 33 20 30 22 39 26 33 21 20 1917 21 21 24 46 26 24 402 59
internal_value=0 -8.82369e-05 6.56081e-06 0.000287755 -2.21356e-05 -0.000122055 0.000127077 -2.01442e-05 8.13042e-05 -9.48297e-05 8.32241e-07 -1.52409e-06 1.48302e-06 -1.52077e-06 1.19593e-06 -0.000189601 4.87189e-06 0.000260415 4.41076e-07 4.75452e-06 2.09959e-06 6.0563e-06 0.00026504 5.04452e-07 4.56192e-06 7.77076e-06 6.65748e-05 -0.000247374 0.000111701 5.76905e-05
internal_weight=0 216 2905 58 187 112 75 91 68 44 2847 2824 2804 2771 2751 52 2699 46 2653 2614 2593 2573 54 2519 2498 2474 557 70 487 461
internal_count=3121 216 2905 58 187 112 75 91 68 44 2847 2824 2804 2771 2751 52 2699 46 2653 2614 2593 2573 54 2519 2498 2474 557 70 487 461
is_linear=0
shrinkage=0.1


Tree=2032
num_leaves=31
num_cat=0
split_feature=1183 33 9 2 1204 400 400 133 132 1186 399 1213 0 0 12 400 132 394 1186 130 130 2 2 13 13 1 1 1 1 402
split_gain=0.000174229 0.000164802 0.000231474 0.00174314 0.00016373 0.000410364 0.000379203 0.000608826 0.000256027 0.00443291 0.00395443 0.000407421 0.000619881 0.000598545 0.000415016 0.000578359 0.000234887 0.000214664 0.000297128 0.000215933 0.000464018 0.000232592 0.0012994 0.000779052 0.00149475 0.00160742 0.00212885 0.00201262 0.00208496 0.000950416
threshold=-0.082229999999999984 -0.009184999999999997 0.091600000000000015 -0.15339499999999998 0.057120000000000011 0.12955000000000003 0.10782000000000001 -0.54084999999999994 -0.083284999999999984 1.0000000180025095e-35 0.090310000000000015 0.085855000000000015 -0.086234999999999992 -0.09595999999999999 0.11418000000000002 -0.0031999999999999993 -0.013219999999999997 0.0041850000000000004 -0.080334999999999976 -0.22461999999999996 -0.084874999999999992 1.0000000180025095e-35 0.080205000000000012 -0.066634999999999986 -0.051094999999999995 0.08864000000000001 0.090840000000000018 0.092695000000000013 0.095025000000000012 -0.012254999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 -3 9 11 16 12 13 -9 15 -14 -10 18 -18 -20 -21 23 -23 29 -25 -26 -27 -28 -29 -22
right_child=1 2 3 -5 -6 -7 -8 8 10 -11 -12 -13 14 -15 -16 -17 17 -19 19 20 21 22 -24 24 25 26 27 28 -30 -31
leaf_value=0.00027421447788504382 -0.0002314481450382793 0.00054839562206325358 -0.00024774144491829882 0.00091771649666562947 -0.00025325433503334917 0.0004106187191306769 -0.00041818013041847738 -0.00011518193413908391 0.00033096629582966369 0.0014726341710359391 -0.0014134502360502667 -0.00045958137343404815 -0.00034817437041783706 0.00057902288821491384 -0.00054969571520695876 0.00037329859012970703 -0.00027482641893495784 0.00026584922437403543 -0.00032293633225240876 0.00046718874447313808 0.00061698711293642057 0.00066423132705191771 1.2082510303587163e-06 -0.00084856103682297193 -0.0007776995637686924 0.00098540445498656497 -0.0010208588341594719 0.00097342834167648109 -0.00013653526725565 -1.2697520459300979e-05
leaf_weight=23 31 20 33 21 26 24 22 23 21 21 20 24 25 27 23 20 41 29 21 21 26 30 2010 31 30 20 21 20 110 307
leaf_count=23 31 20 33 21 26 24 22 23 21 21 20 24 25 27 23 20 41 29 21 21 26 30 2010 31 30 20 21 20 110 307
internal_value=0 -2.03582e-06 2.82986e-07 0.000205492 -3.39484e-06 -1.21997e-06 -4.55582e-06 -1.46173e-06 -5.22658e-06 0.000116555 -1.2424e-05 -8.39923e-05 -7.60132e-06 0.000259689 -0.000204138 -2.75197e-05 -2.19001e-06 -4.76501e-06 -7.68459e-06 -3.54676e-06 -9.92621e-07 -4.76683e-06 1.09586e-05 -6.15453e-05 -0.000202227 -0.000102544 1.59049e-05 -0.000112506 3.42284e-05 3.6467e-05
internal_weight=0 3098 3067 54 3013 2987 2963 2941 2921 163 2758 142 118 50 68 45 2738 2717 2688 2647 2626 2605 2040 565 232 201 171 151 130 333
internal_count=3121 3098 3067 54 3013 2987 2963 2941 2921 163 2758 142 118 50 68 45 2738 2717 2688 2647 2626 2605 2040 565 232 201 171 151 130 333
is_linear=0
shrinkage=0.1


Tree=2033
num_leaves=31
num_cat=0
split_feature=33 9 2 3 448 0 457 3 0 49 4 15 0 16 2 52 13 15 16 15 4 3 12 403 133 133 160 160 160 16
split_gain=0.000174095 0.000207288 0.000869628 0.000197781 0.00015855 0.000383701 0.000302791 0.000251103 0.000647129 0.000636964 0.000703039 0.00106556 0.000786049 0.000685953 0.000554251 0.000447997 0.000409861 0.000407905 0.000776193 0.000372017 0.000342846 0.00152759 0.00414506 0.00113799 0.000588568 0.00115033 0.000978911 0.00259226 0.00188981 0.00136087
threshold=-0.018454999999999996 0.088235000000000022 -0.14451499999999998 -0.14186499999999996 0.068920000000000023 -0.26609999999999995 0.31508000000000008 0.090900000000000009 -0.23001499999999997 -0.031119999999999998 -0.059649999999999988 -0.026084999999999994 -0.036484999999999997 -0.087659999999999988 0.10613000000000002 -0.080979999999999983 -0.17933499999999997 -0.41942499999999994 -0.11227499999999999 -0.47006499999999996 -0.085719999999999977 -0.087044999999999983 0.083645000000000011 -0.55327499999999985 0.089405000000000012 0.089755000000000015 -0.085764999999999994 -0.15135499999999999 -0.063384999999999983 0.51222500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 7 8 -7 13 12 17 -11 -9 -14 -15 -10 19 -19 -12 21 -18 -23 -22 -25 -26 27 -27 -28 -30
right_child=1 2 -4 -5 -6 6 -8 9 16 10 11 -13 14 15 -16 -17 20 18 -20 -21 23 22 -24 24 25 26 28 -29 29 -31
leaf_value=0.00026283103803871198 0.00041962615002624017 0.00028589109232680959 -0.00070826912165752485 -0.00013813829229382629 -0.00027896054671145977 -0.00052302901543347009 -0.00031562872657862808 0.00072103159397776282 -0.00042169524012538407 0.00062534228444189558 1.4713993480724568e-05 -0.00078027998639630496 0.00022011627001120363 0.00036442036407293175 -0.00042462281444386466 -0.00024205600410433754 4.5298798117657417e-06 0.00046130931769896829 -0.00026001243207317135 -0.00055117894607108274 0.00070360789153104026 -3.6932757157720281e-05 -0.0017222014951403253 4.1561377673701826e-05 -0.00082357059320202106 -3.9448158834905676e-05 -0.00082870297560208106 0.0012535414253648015 -9.6859238256958408e-05 0.00071255900706587868
leaf_weight=25 22 22 21 22 20 24 30 29 23 31 26 22 40 29 20 21 377 35 26 21 24 54 20 1600 20 69 34 20 372 22
leaf_count=25 22 22 21 22 20 24 30 29 23 31 26 22 40 29 20 21 377 35 26 21 24 54 20 1600 20 69 34 20 372 22
internal_value=0 -2.12234e-06 -0.000178817 7.38764e-05 1.66688e-06 3.5309e-06 4.683e-07 3.67307e-06 -6.1118e-06 9.03996e-05 3.28034e-06 -0.000145945 0.000216459 0.000334113 5.20324e-06 0.0001097 -1.40363e-06 -1.67286e-05 0.000153861 -0.000238132 2.29725e-06 -7.70081e-05 -0.000492411 1.88482e-05 1.11579e-05 -7.94297e-05 -5.06428e-05 0.000251111 -0.000113391 -5.16633e-05
internal_weight=0 3096 65 44 3031 3011 2989 2959 2659 300 221 130 91 79 60 50 2635 108 61 47 2612 451 74 2161 2137 537 517 89 428 394
internal_count=3121 3096 65 44 3031 3011 2989 2959 2659 300 221 130 91 79 60 50 2635 108 61 47 2612 451 74 2161 2137 537 517 89 428 394
is_linear=0
shrinkage=0.1


Tree=2034
num_leaves=31
num_cat=0
split_feature=132 1185 15 131 12 483 15 158 2 12 13 0 52 129 2 133 0 2 128 3 49 42 158 43 1455 3 13 15 4 2
split_gain=0.000173771 0.000580391 0.000568666 0.0002355 0.000663642 0.000272167 0.000626959 0.000436576 0.000225226 0.000425513 0.000289198 0.000413244 0.00028588 0.00020956 0.000589918 0.000885925 0.000615373 0.000601174 0.000738956 0.000983629 0.00090786 0.000500189 0.000403138 0.000961916 0.000403544 0.00038382 0.000329216 0.0018139 0.000938541 0.000602092
threshold=-0.083174999999999985 -0.083264999999999992 0.091295000000000015 0.11925000000000001 0.095330000000000012 0.12440000000000002 -0.066844999999999988 -0.47356499999999996 0.088665000000000008 0.090165000000000009 -0.049279999999999997 -0.081784999999999983 0.08568000000000002 0.083780000000000007 0.083935000000000023 -0.020859999999999997 -0.067094999999999988 0.11093500000000002 0.089035000000000017 -0.089819999999999983 0.082865000000000008 -0.14899999999999999 -0.073714999999999989 -0.06984499999999999 0.10679000000000001 -0.52915999999999996 0.24813000000000004 -0.56020999999999987 0.62931500000000018 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 5 -5 7 -7 -3 9 12 -10 -12 -1 21 15 -15 17 18 20 -20 -16 -9 23 -23 25 -24 27 -27 -29 -28
right_child=1 3 -4 4 -6 6 -8 13 10 -11 11 -13 -14 14 16 -17 -18 -19 19 -21 -22 22 24 -25 -26 26 29 28 -30 -31
leaf_value=0.00016254233014478814 0.00053033759939439954 0.00043590408534763139 -0.00047525901354674718 0.00046747757763736632 -0.000145503674580003 0.0001215727927046828 -0.00064232080240756101 -0.00050829236437493813 -0.00018235848539283642 -0.00045528511206309008 0.00057372657657569191 7.0319896856803575e-06 -0.00020195879396618321 -2.033602557441389e-05 4.7776884191368556e-06 0.00088771830418235857 0.00041640104718680964 -0.000562572966737207 -0.00085142865340458228 0.00010746610344579929 0.00074168263714195098 0.00010160461740899617 -0.00043018199503421786 -0.00082085190544603406 0.00042570595370224594 0.00086973889492583114 3.1969380916052618e-05 1.8265971556007113e-06 -0.00068618877907283609 -0.00064761289712888278
leaf_weight=48 21 23 32 38 33 22 21 20 23 27 22 31 39 22 82 21 32 21 20 23 21 26 21 20 22 24 32 2292 20 22
leaf_count=48 21 23 32 38 33 22 21 20 23 27 22 31 39 22 82 21 32 21 20 23 21 26 21 20 22 24 32 2292 20 22
internal_value=0 6.52971e-06 -8.52685e-05 2.70762e-06 0.000182571 -1.84182e-06 -0.000251492 2.04202e-06 -1.95859e-05 -0.000108483 0.00011376 0.000242264 -8.54725e-07 -1.59856e-06 8.72551e-05 0.000423132 1.46787e-05 -6.22981e-05 9.65927e-06 -0.000338531 0.00015502 -1.0203e-05 -6.18457e-06 -0.000299463 -6.39637e-07 -4.52997e-06 -7.89935e-07 4.85296e-06 -4.12509e-06 -0.000244897
internal_weight=0 2899 222 2878 71 2807 43 2764 190 114 76 53 87 2741 242 43 199 167 146 43 103 2499 2479 46 2433 2411 2390 2336 2312 54
internal_count=3121 2899 222 2878 71 2807 43 2764 190 114 76 53 87 2741 242 43 199 167 146 43 103 2499 2479 46 2433 2411 2390 2336 2312 54
is_linear=0
shrinkage=0.1


Tree=2035
num_leaves=31
num_cat=0
split_feature=151 1375 151 142 456 1365 1372 49 151 151 48 3 43 1348 48 16 457 457 457 483 151 43 2 2 16 52 50 1 1 1210
split_gain=0.000175474 0.000246704 0.00026086 0.000418406 0.000397176 0.000300864 0.00026989 0.000245066 0.000255804 0.000635083 0.00062592 0.00100928 0.000716426 0.000541413 0.000535297 0.00036986 0.000338798 0.000508745 0.00085957 0.000325997 0.000292721 0.000680366 0.000275494 0.00128958 0.00199346 0.000677638 0.000437712 0.000383553 0.00382183 0.000913436
threshold=0.29373000000000005 0.10380000000000002 0.13340000000000005 -0.057499999999999989 -0.087384999999999977 0.087370000000000017 -1.0000000180025095e-35 0.41663000000000006 -0.088279999999999983 -0.08688499999999999 0.086665000000000006 -0.082974999999999979 -0.084569999999999992 0.087660000000000016 -1.0000000180025095e-35 -0.105305 0.41022000000000008 0.097000000000000017 0.087855000000000003 0.087175000000000016 -0.085134999999999975 -0.085254999999999984 0.12198500000000001 0.11824000000000001 -0.056919999999999991 -0.42635499999999998 -0.47248999999999991 0.091345000000000023 0.09202500000000001 -0.42132499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 10 -10 11 12 -8 16 -13 -12 17 18 20 -17 21 -11 23 26 -25 -24 -22 29 -29 -28
right_child=-2 -3 -4 4 5 -7 7 -9 9 13 15 14 -14 -15 -16 19 -18 -19 -20 -21 22 -23 25 24 -26 -27 27 28 -30 -31
leaf_value=0.00042793699945120709 0.00027519207354128851 -0.00031490939250215891 -0.00033501011253658525 -0.00043357768583865398 0.00033410534439705467 0.00037128133381801576 0.00022461030918445127 -0.00032774303832886056 -0.00053103574318811295 -0.00012142012807695818 -0.00048102174798259512 0.00023263360199052841 -0.00048775804025353865 -0.00044892477949529336 0.00092077039153082296 0.00021083438700503286 0.00038327053182950731 -0.00049244035631307358 0.00065480682984343742 -0.00029796787464874802 0.00037068823139028008 0.00064847798891026873 0.00064766739240440085 0.0001545963786338689 -0.0012248398318082433 4.3016073771723887e-05 0.00068272808362962684 -0.0012450607939778517 -2.7416027918348426e-05 2.7804697632292325e-06
leaf_weight=23 23 25 23 21 24 22 48 23 23 24 20 20 20 27 26 34 23 21 20 20 30 22 20 20 22 253 20 27 569 1628
leaf_count=23 23 25 23 21 24 22 48 23 23 24 20 20 20 27 26 34 23 21 20 20 30 22 20 20 22 253 20 27 569 1628
internal_value=0 -2.04307e-06 5.02212e-07 3.03231e-06 -1.9624e-07 2.83137e-06 1.1492e-07 -2.59311e-06 -4.6822e-08 -7.76462e-06 0.000112805 0.000259814 1.50902e-05 -3.34964e-06 0.00062158 -0.000113668 1.10777e-06 -2.17689e-06 1.7009e-06 2.23891e-05 -3.25626e-06 0.000246792 -7.69899e-06 -1.88986e-05 -0.000567965 8.73129e-05 -8.7575e-06 -1.38303e-05 -8.25778e-05 1.10323e-05
internal_weight=0 3098 3073 3050 3027 3006 2984 2960 2937 2749 188 114 68 2726 46 74 2699 2676 2655 54 2635 46 2589 2316 42 273 2274 2244 596 1648
internal_count=3121 3098 3073 3050 3027 3006 2984 2960 2937 2749 188 114 68 2726 46 74 2699 2676 2655 54 2635 46 2589 2316 42 273 2274 2244 596 1648
is_linear=0
shrinkage=0.1


Tree=2036
num_leaves=31
num_cat=0
split_feature=129 390 1185 1186 52 394 3 16 1185 129 0 129 13 2 129 129 3 1204 399 40 130 0 1204 4 51 51 13 13 4 4
split_gain=0.000160991 0.000470464 0.000232179 0.000579881 0.000516318 0.000185109 0.000582057 0.000729979 0.000208142 0.000284957 0.000483203 0.00044414 0.00043988 0.000517559 0.000339887 0.000363106 0.0011353 0.000633409 0.000412217 0.00034738 0.000547996 0.000684203 0.000469879 0.000271736 0.000248063 0.000826341 0.000805837 0.000563324 0.000755617 0.00176733
threshold=-0.084544999999999981 0.087590000000000015 -0.10973499999999999 -0.087469999999999978 0.085815000000000016 -0.09095499999999998 -0.083924999999999986 -0.08595499999999999 0.087675000000000017 0.10532000000000001 -0.074229999999999977 0.090795000000000015 -0.0065549999999999992 0.098035000000000011 0.088375000000000023 0.083780000000000007 -0.095524999999999985 -0.098194999999999991 -0.065739999999999979 -0.24290999999999999 -0.082344999999999988 -0.083264999999999992 -0.065099999999999977 -0.080584999999999976 0.082455000000000014 0.045645000000000005 0.10002500000000002 0.0015850000000000003 -0.0052149999999999992 -0.0096849999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -5 9 11 -11 14 -13 -14 15 17 -17 -7 23 -20 21 -21 -22 -19 25 -24 27 28 29 -26
right_child=1 -3 3 5 -6 8 -8 -9 -10 10 -12 12 13 -15 -16 16 -18 18 19 20 22 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0002387066939783316 -0.00034143052878789605 0.00038360430371540136 1.0373186457648196e-05 -0.00076928949755434271 0.00068799843564825694 -0.00050927333207800981 0.000252248482006094 3.6434235864197203e-05 0.00024121582832386984 -0.00056031784667235729 9.6516201682832268e-05 0.00061584295260465967 -0.00016922908139349602 0.00046967172418676672 -0.00036652757726887312 0.00084848214872181417 -0.00011788999036070891 1.6074152663350107e-05 -0.00040446887763788582 1.0242484547364127e-05 -0.00039867054250451825 0.00077604899823199966 -1.3383306683251701e-05 0.00050636199553344755 8.3975765649322136e-05 -0.00058059935864338723 0.00065453928949533622 -0.00038378939580676767 -0.00010106152926926456 0.0010031130116355295
leaf_weight=28 20 32 22 23 23 25 22 22 35 24 21 22 32 21 26 20 31 20 22 28 31 20 2113 26 163 26 22 30 147 24
leaf_count=28 20 32 22 23 23 25 22 22 35 24 21 22 32 21 26 20 31 20 22 28 31 20 2113 26 163 26 22 30 147 24
internal_value=0 2.16095e-06 -1.8267e-06 4.06799e-07 0.000356715 -4.94496e-06 -0.000169293 -0.00037538 -1.18554e-06 -4.11714e-06 -0.000253795 -1.73473e-07 0.000239951 8.39203e-05 -6.66566e-06 -3.26085e-06 0.000261079 -8.2595e-06 -3.57187e-06 -8.77035e-06 -5.42728e-06 0.000329329 -1.17138e-05 0.000293193 -6.96301e-06 -2.02779e-05 6.6821e-05 3.12995e-05 6.8583e-05 0.00020194
internal_weight=0 3093 3061 3041 45 2996 67 45 2929 2894 45 2849 75 53 2774 2748 51 2697 2672 2626 2604 48 2556 46 2525 2139 386 364 334 187
internal_count=3121 3093 3061 3041 45 2996 67 45 2929 2894 45 2849 75 53 2774 2748 51 2697 2672 2626 2604 48 2556 46 2525 2139 386 364 334 187
is_linear=0
shrinkage=0.1


Tree=2037
num_leaves=31
num_cat=0
split_feature=33 9 2 0 11 11 51 13 475 16 11 43 11 11 1 120 39 46 475 1427 4 1446 50 42 159 475 13 471 474 42
split_gain=0.000165197 0.000162212 0.000696949 0.000205016 0.00018717 0.000586025 0.000482318 0.00115398 0.000347783 0.000417942 0.000686217 0.00041127 0.000409997 0.000406541 0.000317711 0.000803255 0.000561246 0.000318508 0.000602092 0.000267246 0.000599358 0.000339789 0.000332609 0.00128345 0.000556584 0.000550833 0.00122955 0.000335445 0.000502334 0.000727509
threshold=-0.044254999999999996 0.088235000000000022 -0.14451499999999998 1.0000000180025095e-35 0.094350000000000003 0.088710000000000011 -0.057604999999999996 0.086705000000000018 -0.49524999999999991 0.63167000000000006 0.086595000000000019 -0.04890499999999999 0.081365000000000007 0.079915000000000014 0.16540500000000002 1.0000000180025095e-35 0.13128000000000004 0.10253500000000002 0.11922500000000001 0.089335000000000012 -0.0096849999999999974 0.11655500000000001 -0.099524999999999988 0.094525000000000012 0.084250000000000005 0.016915000000000003 -0.070999999999999994 0.092925000000000021 0.088435000000000014 0.087195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 8 -6 -8 -2 10 12 -11 13 14 15 16 17 18 19 21 -21 22 23 24 -10 27 -27 28 -24 -30
right_child=1 2 -4 -5 6 -7 7 -9 9 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=0.00027305751627864082 0.00041738534986507147 -0.00013828757674554768 -0.00063222721953588054 0.00029387416628499832 0.00053759837300395186 -0.00048440905021561779 0.00052579905663151293 -0.00051281377059437898 0.00021367572440669455 -1.2953010376631505e-06 0.00055988251221027565 -0.00062714306806724166 -0.00034594310632468585 0.00045265361246492835 0.00039733760815579444 -0.00047870129745985785 0.00047505465103313326 -0.00037988203317085707 0.00054880072755622686 -0.00015042388667574241 0.00058110969196908024 -0.00033516124371559393 -8.3905485911545295e-06 0.00084631489983373544 -0.00046231661260771081 0.00021476673113780139 -0.00079234467045386772 -0.0003903494942774573 0.00034446558229117531 -0.00021724124897211312
leaf_weight=22 20 23 21 21 23 25 20 23 29 21 22 21 34 20 20 35 25 22 20 21 24 31 2343 22 21 22 27 22 90 31
leaf_count=22 20 23 21 21 23 25 20 23 29 21 22 21 34 20 20 35 25 22 20 21 24 31 2343 22 21 22 27 22 90 31
internal_value=0 -1.93846e-06 -0.000158247 6.79714e-05 1.41027e-06 -2.29356e-06 0.00016797 -2.9738e-05 1.80189e-06 -1.04165e-06 3.52393e-06 -0.000314219 -7.57244e-07 3.3972e-06 1.93951e-07 -2.65807e-06 3.40066e-06 -9.26437e-07 2.15792e-06 -1.91694e-06 0.000239727 -6.039e-06 -2.12539e-06 0.000209818 -7.02411e-05 -8.14507e-06 -0.000340172 -1.60069e-06 1.87028e-06 0.000200557
internal_weight=0 3099 65 44 3034 2968 66 43 2943 2923 2881 42 2859 2825 2805 2785 2750 2725 2703 2683 45 2638 2607 72 50 2535 49 2486 2464 121
internal_count=3121 3099 65 44 3034 2968 66 43 2943 2923 2881 42 2859 2825 2805 2785 2750 2725 2703 2683 45 2638 2607 72 50 2535 49 2486 2464 121
is_linear=0
shrinkage=0.1


Tree=2038
num_leaves=31
num_cat=0
split_feature=33 9 2 132 1203 393 15 48 132 1 403 4 399 131 12 483 13 158 128 38 367 124 484 1375 151 484 2 1 2 484
split_gain=0.000180699 0.000246252 0.00170737 0.000183009 0.00431268 0.0033926 0.000677365 0.000240797 0.00030731 0.000345282 0.000321348 0.000404525 0.000284276 0.000180899 0.000550494 0.000246564 0.000493673 0.000408916 0.000229514 0.000326417 0.000228052 0.000460692 0.000235474 0.00166666 0.00138453 0.000975468 0.000896883 0.00175247 0.00117286 0.000478096
threshold=-0.009184999999999997 0.091600000000000015 -0.15339499999999998 -0.083284999999999984 0.089165000000000008 0.12679500000000002 0.091475000000000015 0.086125000000000021 -0.41127499999999995 0.086455000000000018 -0.084674999999999986 -0.085034999999999986 0.088190000000000018 0.11925000000000001 0.095330000000000012 0.12440000000000002 -0.073839999999999975 -0.47356499999999996 0.11976500000000002 0.10914000000000001 -0.0098099999999999975 0.10545000000000002 0.085845000000000019 -0.15308499999999997 -0.098364999999999994 0.085435000000000025 0.11411 0.12873500000000002 0.10402500000000002 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 13 7 8 -2 10 11 -10 -12 15 -15 17 -17 -5 19 20 -19 22 25 -24 -25 -22 28 -28 29 -26
right_child=1 2 -4 5 -6 -7 -8 -9 9 -11 12 -13 -14 14 -16 16 -18 18 -20 -21 21 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=-0.00024023099784596614 0.00034693014699612454 -0.00023447617352234594 0.00091896052500011318 0.00043019586605210365 0.0013816000126889382 -0.0013059285155031831 -0.00055288906628265979 -0.00027439536822315019 0.00021476791516761295 -0.00039489924627559962 -3.3002246345859022e-05 -0.00038343661581166091 0.00046847087428781941 0.00041820335505977522 -0.00014008242808014268 -0.00058733609025477483 9.0512597869912327e-05 0.00026730562507685634 0.00031895018143007872 -0.0004078441020101309 -5.1166961308213626e-06 -0.00043273994245100766 0.00094272934404129741 -0.00063428661850248953 0.00033470047320323913 -0.00065963679681653572 -0.0009569847223853382 0.00035097088606562466 0.00086617621152823706 -3.506728512547852e-05
leaf_weight=31 29 33 21 22 23 20 25 26 20 20 20 26 26 38 33 21 22 31 22 20 2279 25 21 29 55 23 21 20 23 96
leaf_count=31 29 33 21 22 23 20 25 26 20 20 20 26 26 38 33 21 22 31 22 20 2279 25 21 29 55 23 21 20 23 96
internal_value=0 2.41009e-06 0.000214083 -1.35484e-06 8.7579e-05 -8.13285e-06 -6.74339e-05 5.23901e-06 5.68028e-05 -1.83195e-05 6.35457e-05 -0.000123348 0.000250439 1.13381e-06 0.000158718 -2.96455e-06 -0.00024053 8.37206e-07 -2.70722e-06 -5.38465e-06 -2.31596e-06 -5.5406e-06 -1.38011e-06 8.78863e-05 1.43137e-05 -1.16562e-05 0.000101799 -0.000318958 0.000200943 9.96163e-05
internal_weight=0 3090 54 3036 215 2821 192 167 141 112 92 46 46 2801 71 2730 43 2687 2665 2643 2623 2592 2567 265 244 2302 215 41 174 151
internal_count=3121 3090 54 3036 215 2821 192 167 141 112 92 46 46 2801 71 2730 43 2687 2665 2643 2623 2592 2567 265 244 2302 215 41 174 151
is_linear=0
shrinkage=0.1


Tree=2039
num_leaves=31
num_cat=0
split_feature=1204 400 400 133 132 50 399 399 49 132 15 15 130 12 3 12 16 16 12 12 43 401 10 1177 12 1 133 12 159 1
split_gain=0.000170625 0.000365343 0.000301483 0.000453301 0.000203997 0.00395641 0.00299124 0.000614752 0.000232346 0.000605404 0.000534158 0.000277556 0.000212201 0.000408103 0.000500241 0.000329205 0.000229292 0.00108494 0.00232968 0.000516615 0.000700026 0.000538384 0.000501001 0.000470082 0.000435585 0.00129492 0.000761693 0.000588295 0.000583143 0.000860637
threshold=0.057120000000000011 0.12955000000000003 0.10782000000000001 -0.54084999999999994 -0.083284999999999984 0.10450500000000001 0.090310000000000015 0.090145000000000017 0.09567500000000001 -0.41127499999999995 -0.028889999999999996 0.084655000000000022 -0.22699999999999995 0.13043000000000002 -0.049509999999999992 0.11734000000000001 -0.18708499999999997 -0.29154999999999992 0.082480000000000012 0.10742000000000002 -0.036954999999999995 0.11916500000000001 -0.15282499999999996 -0.081144999999999981 0.090455000000000021 0.11230000000000001 0.092845000000000011 0.086915000000000006 0.085035000000000013 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 12 8 9 -5 -11 -12 -6 15 -15 16 17 22 -19 21 -21 23 -14 -18 26 -26 27 28 29 -24
right_child=-2 -3 -4 4 6 -7 -8 -9 -10 10 11 -13 13 14 -16 -17 19 18 -20 20 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00047644049962400462 -0.00025029554790644736 0.00039083004861216372 -0.00035389222575759054 0.00046510493266396227 -0.00029495632164374308 0.0014254016515769764 -0.0012261163673247212 -0.00058971421596652361 -0.00030497737407131353 -0.0005079906873149975 0.00029821729795316814 -0.00014732429774960988 -0.00043441470524367806 0.00056042372799028871 -4.9313449862358326e-06 -0.00030683355605495827 0.00049414837849326432 0.00023219745802634863 -0.0012590375596615063 3.2612520247793703e-05 0.00063516937211276062 -0.00035418785181075404 -0.00065892215453249481 7.1153312757049291e-06 0.00060329629800551818 -0.00038639613951090723 -0.00052592934707718086 0.00042442420037787089 0.00024501776296264412 -2.94667532877859e-05
leaf_weight=20 27 24 24 28 24 20 20 20 20 21 29 27 26 29 34 35 20 20 22 51 31 41 26 2176 39 20 28 32 55 132
leaf_count=20 27 24 24 28 24 20 20 20 20 21 29 27 26 29 34 35 20 20 22 51 31 41 26 2176 39 20 28 32 55 132
internal_value=0 2.18423e-06 -8.54047e-07 1.92761e-06 -1.20863e-06 0.000106908 -7.44397e-06 -7.49528e-05 7.40905e-06 6.69112e-05 -7.78865e-05 8.34026e-05 1.13521e-06 3.65782e-06 0.000255311 -2.09896e-06 1.8237e-06 -6.80977e-05 -0.000548926 1.38843e-05 0.000260408 4.84766e-06 -1.16877e-05 1.1551e-05 2.14174e-05 0.000267807 -3.18317e-05 2.46366e-05 -3.54254e-05 -0.000133048
internal_weight=0 3094 3070 3046 3026 165 2861 145 125 105 77 56 2841 2817 63 2754 2719 400 42 2319 82 2237 358 2196 332 59 273 245 213 158
internal_count=3121 3094 3070 3046 3026 165 2861 145 125 105 77 56 2841 2817 63 2754 2719 400 42 2319 82 2237 358 2196 332 59 273 245 213 158
is_linear=0
shrinkage=0.1


Tree=2040
num_leaves=31
num_cat=0
split_feature=132 399 1203 42 42 2 4 43 130 121 33 9 3 51 51 1375 13 13 4 4 51 51 1 4 0 0 4 4 12 9
split_gain=0.000160336 0.000664416 0.000627374 0.000238091 0.000424433 0.000408707 0.000393519 0.000367147 0.000171422 0.000339029 0.000307125 0.000345115 0.00101193 0.00018414 0.000653245 0.000523719 0.000443026 0.0006865 0.000540622 0.000740283 0.000711604 0.000764619 0.0006939 0.000620397 0.00135079 0.00091564 0.000649459 0.00104981 0.000350462 0.000345264
threshold=-0.083449999999999983 0.091580000000000009 0.089005000000000015 -0.021469999999999996 -0.058859999999999989 0.089320000000000024 0.10637500000000001 -0.0082299999999999995 -0.22699999999999995 -0.088279999999999983 -0.012019999999999998 0.091600000000000015 -0.012304999999999998 0.082455000000000014 0.067785000000000012 1.0000000180025095e-35 0.10002500000000002 0.0061450000000000003 0.033845000000000007 0.0045450000000000013 0.090560000000000015 0.094785000000000022 0.086105000000000015 -0.078439999999999996 -0.097024999999999986 -0.07403499999999999 -0.011559999999999999 -0.0047449999999999992 0.094435000000000005 -0.036024999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 -1 7 -5 -2 -10 -11 13 -13 14 29 16 17 18 19 20 22 -22 -15 25 -25 -23 28 -28 -26 -12
right_child=1 -3 -4 6 -6 -7 -8 -9 9 10 11 12 -14 15 -16 -17 -18 -19 -20 -21 21 23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-0.0002009483866827764 -0.000265460713126231 0.00042158299214574261 -0.00056515980553134191 0.00019798288695580728 -0.00038440751511818516 0.00028310930638602286 0.00049120112817035988 -0.00028783924785134982 0.00038529718471893475 -0.00033584722097859616 -0.00024206680570133641 -0.00012762022638020831 0.0008108647371500411 0.00011054756889481927 -0.00054293450236360993 -0.00040524305001346641 0.00048461956142161334 -0.00039298983375638566 -0.00028043196498936813 0.00061175410441743829 -0.00048255269565353437 0.00073101330858965727 0.00079633896023733545 -0.00077043620165733796 8.0773977242643016e-05 7.6719433266026462e-06 0.00083447182187623898 -3.0429954697158083e-05 -0.00051122468546964232 -9.3453733486882787e-07
leaf_weight=37 24 38 24 35 39 33 20 28 23 27 61 27 20 36 23 23 26 31 34 30 28 30 25 22 20 42 23 36 20 2236
leaf_count=37 24 38 24 35 39 33 20 28 23 27 61 27 20 36 23 23 26 31 34 30 28 30 25 22 20 42 23 36 20 2236
internal_value=0 6.18047e-06 -8.31217e-05 -2.28669e-05 -0.00012004 2.72502e-05 0.000104746 -1.79381e-05 6.74615e-07 2.92127e-06 -1.97396e-07 3.04734e-06 0.000271735 -1.55147e-06 -1.26479e-05 5.888e-05 8.53684e-05 5.78338e-05 9.82255e-05 0.000139489 8.92486e-05 5.79144e-06 0.00039161 7.66393e-05 -6.16631e-05 0.000309064 9.5842e-05 0.000306735 -0.000215225 -7.33814e-06
internal_weight=0 2905 216 192 109 70 83 63 2867 2843 2820 2793 47 2746 2320 426 403 377 346 312 282 221 61 193 121 72 99 59 40 2297
internal_count=3121 2905 216 192 109 70 83 63 2867 2843 2820 2793 47 2746 2320 426 403 377 346 312 282 221 61 193 121 72 99 59 40 2297
is_linear=0
shrinkage=0.1


Tree=2041
num_leaves=31
num_cat=0
split_feature=33 9 2 2 2 1447 0 132 0 1203 481 49 4 403 0 400 2 15 2 2 4 13 2 4 2 130 1 3 12 1
split_gain=0.000193572 0.000191346 0.000708207 0.000181491 0.00122302 0.00121712 0.00107439 0.000882138 0.0053255 0.00321526 0.000829899 0.000769455 0.000753407 0.000718853 0.000680461 0.000540415 0.000526417 0.000632425 0.000505613 0.00109845 0.00149948 0.00132963 0.000910954 0.00198897 0.0015595 0.000488126 0.000709841 0.00132362 0.0017776 0.000973127
threshold=-0.044254999999999996 0.088235000000000022 -0.14451499999999998 0.085625000000000021 0.085485000000000019 1.0000000180025095e-35 -0.15931499999999996 -0.083284999999999984 -0.082284999999999983 0.088730000000000017 -0.086484999999999992 0.091325000000000003 -0.085034999999999986 -0.5341999999999999 -0.26609999999999995 -0.014055 0.085955000000000018 -0.0088349999999999974 0.085155000000000022 0.084550000000000014 -0.081984999999999988 -0.0060599999999999994 0.084145000000000011 -0.082249999999999976 0.083865000000000009 -0.054004999999999991 0.088975000000000012 -0.080409999999999995 0.088615000000000013 0.093700000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 8 12 10 -9 13 -8 -12 -5 -15 17 -16 19 22 21 -21 24 -24 25 -17 27 28 -27 -28
right_child=1 2 -4 14 -6 -7 7 9 -10 -11 11 -13 -14 15 16 18 -18 -19 -20 20 -22 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=0.00029557885943425142 0.00076123946335428629 5.6173396693669605e-05 -0.00064965751056054923 -0.00053479396531474772 0.00080947702808771289 -0.00073357458514649242 0.0003009915237983122 0.00051325360193114845 0.0016287442220820358 -0.0012307018392242581 -0.00045022194891417813 0.0005860455574954607 -0.00042063814367000491 0.00051984286255901679 -0.00072992123135587794 0.00035631385981105268 -2.0271088265723695e-06 4.7046191757544878e-05 -0.00040235135534350138 0.0013629642588784919 -0.00012617460571081292 0.00022367677610461776 -0.0011667872855295649 0.0002266302943826304 0.00082649793793362642 6.4892674667164341e-05 0.00027837702961624685 -0.00073971786141076962 -0.00095105838030576709 -7.1608992144978e-05
leaf_weight=22 20 44 21 25 20 21 23 33 23 21 36 22 39 20 22 31 1906 20 31 20 33 21 21 20 22 124 109 38 20 293
leaf_count=22 20 44 21 25 20 21 23 33 23 21 36 22 39 20 22 31 1906 20 31 20 33 21 21 20 22 124 109 38 20 293
internal_value=0 -2.09833e-06 -0.000171864 1.53871e-06 3.4891e-05 2.00094e-05 3.55243e-05 2.101e-05 0.000329165 -7.61639e-06 2.11138e-05 2.25131e-06 -0.000152937 -1.30568e-05 -1.63968e-05 6.54217e-06 -9.74385e-06 -0.000359937 -6.56896e-06 9.74654e-06 0.000375578 0.000779427 -3.01819e-05 -0.000487071 -7.74582e-07 -3.03681e-05 -5.0894e-05 -0.000214746 -7.62116e-05 2.32877e-05
internal_weight=0 3099 65 3034 1061 1041 1020 1000 85 915 894 861 62 839 1973 803 1948 42 783 752 74 41 678 41 637 615 584 182 144 402
internal_count=3121 3099 65 3034 1061 1041 1020 1000 85 915 894 861 62 839 1973 803 1948 42 783 752 74 41 678 41 637 615 584 182 144 402
is_linear=0
shrinkage=0.1


Tree=2042
num_leaves=31
num_cat=0
split_feature=132 132 1203 42 42 2 52 394 0 1447 481 1447 403 16 481 403 15 402 1447 403 1210 1210 1210 1429 49 1429 151 1429 1420 472
split_gain=0.000177338 0.000620288 0.00060499 0.000234311 0.000389875 0.000594371 0.000699864 0.000356423 0.000587263 0.000158838 0.00142897 0.00134201 0.00117889 0.00201603 0.00104068 0.000744402 0.000564589 0.000550263 0.000451984 0.000279424 0.000233221 0.000209886 0.000410301 0.000235758 0.00139851 0.00121574 0.000978074 0.00178754 0.000474633 0.00110463
threshold=-0.083449999999999983 -0.050879999999999988 0.089005000000000015 -0.021469999999999996 -0.049004999999999993 0.097385000000000013 0.08709500000000002 -0.0074349999999999998 -0.08841499999999998 -0.086279999999999982 -0.086354999999999987 -0.085709999999999995 -0.54856499999999986 -0.077589999999999978 -0.081334999999999977 -0.53960999999999981 -0.091964999999999977 0.23460000000000003 -0.084334999999999979 -0.52641999999999989 -0.094799999999999982 -0.08453999999999999 -0.080859999999999974 0.083985000000000018 0.10737500000000001 0.083715000000000026 -0.54526999999999981 0.052280000000000007 -0.069964999999999986 -0.065034999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -5 -9 10 -3 -11 13 -13 -12 -14 -16 18 -17 -20 -21 -22 -23 25 28 26 -24 -28 -25 -30
right_child=1 9 -4 7 -6 -7 -8 8 -10 11 14 12 15 -15 16 17 -18 -19 19 20 21 22 23 24 -26 -27 27 -29 29 -31
leaf_value=3.9484105137590735e-05 0.0004375809200362049 -0.00076222498229561522 -0.00056077879247216813 -0.00013842991418439648 -0.000500742024847899 0.00032176119434992753 -0.00069830924507925836 -2.4518794142986063e-05 0.00069041908078361315 0.00073548018094152213 0.00071584203898254371 7.9803881278537486e-05 0.00061604419395735023 -0.0012266010844281742 -0.00053498169900627714 0.00043153540392813739 0.00011110490802246588 -0.00043729717706030772 0.00026998525807777279 0.00030425036093220117 -0.000285344162526039 0.00045137573175452422 0.00069107897114008667 -0.00037392150606373669 0.00089391391142271462 -0.00073585287748795497 -2.3156940029004673e-06 -0.00088840982547401873 0.0007740936579648406 -2.1857101883677602e-05
leaf_weight=36 33 26 24 36 22 31 20 27 20 25 20 27 20 21 21 25 38 28 39 25 26 20 20 27 20 23 2242 23 20 136
leaf_count=36 33 26 24 36 22 31 20 27 20 25 20 27 20 21 21 25 38 28 39 25 26 20 20 27 20 23 2242 23 20 136
internal_value=0 6.49992e-06 -8.7418e-05 -2.82479e-05 -0.000124647 -2.95421e-05 -0.000224014 9.83482e-05 0.00027971 1.54669e-06 -0.000119178 6.12784e-06 -5.21978e-07 -0.000491748 9.24584e-05 8.23038e-06 -0.000118858 3.68428e-06 8.35075e-06 4.31427e-06 3.01426e-07 -2.67031e-06 2.33493e-07 -3.35983e-06 9.99591e-05 -1.24472e-05 -5.1657e-06 -1.13136e-05 1.31881e-05 8.01879e-05
internal_weight=0 2905 216 192 109 87 56 83 47 2872 105 2767 2742 48 79 2694 59 2674 2646 2621 2582 2557 2531 2511 203 2308 2285 2265 183 156
internal_count=3121 2905 216 192 109 87 56 83 47 2872 105 2767 2742 48 79 2694 59 2674 2646 2621 2582 2557 2531 2511 203 2308 2285 2265 183 156
is_linear=0
shrinkage=0.1


Tree=2043
num_leaves=31
num_cat=0
split_feature=158 484 42 43 3 1456 3 40 160 42 159 483 133 1453 52 51 2 1447 1446 3 403 1209 0 16 132 43 394 51 133 52
split_gain=0.000180909 0.00059662 0.00108313 0.000602049 0.000737154 0.00119127 0.000423509 0.000373566 0.000278022 0.000707544 0.00067826 0.000275168 0.000855914 0.000346223 0.000698065 0.000338301 0.000355384 0.00108949 0.00220914 0.00345435 0.00206114 0.000725812 0.000709151 0.00141075 0.000891049 0.00493941 0.00271868 0.000832253 0.000732845 0.000603264
threshold=0.10667500000000002 0.090535000000000018 0.097640000000000018 -0.011694999999999999 -0.087429999999999994 -0.049894999999999995 -0.083924999999999986 -0.24134999999999998 -0.54913999999999985 0.089535000000000017 0.12895000000000004 -0.096724999999999992 0.086695000000000008 -0.013154999999999998 -0.10925999999999998 -0.43587999999999999 0.085625000000000021 -0.086279999999999982 0.083715000000000026 -0.083154999999999993 -0.5341999999999999 -0.080224999999999977 -0.10324499999999999 -0.059624999999999991 -0.083284999999999984 -0.011694999999999999 0.0034050000000000005 0.087505000000000013 -0.016679999999999997 0.51358000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -6 -5 -1 9 -9 11 12 -10 14 -13 -15 17 -17 20 -20 -19 -22 23 -23 25 -24 27 29 -27 -26
right_child=1 -3 -4 6 5 -7 -8 8 10 -11 -12 13 -14 15 -16 16 -18 18 19 -21 21 22 24 -25 26 28 -28 -29 -30 -31
leaf_value=0.0003832075494126632 -0.00046261108522726728 -0.00056210045774302377 0.00065988738875603307 -0.00010973003543609673 0.0008442445186665282 -0.00010098181206558366 -0.00071022694610292094 -9.7439850947854146e-05 -0.00021795839082915339 0.00067649766944149255 -0.00053089678015870348 -0.00062038284948492354 0.00056296351990567926 0.00037075184565037492 2.3640944197756689e-06 -0.0006316886609926335 -2.6725788166730441e-05 -0.00072312485276987512 0.0016497543356804687 -2.4717927278418628e-05 0.00048683486878106028 4.4489261868406063e-05 0.0014900839483598248 0.00091053870377503772 -3.796424968459178e-05 -0.00050319959630018497 -0.0011217356529827653 0.00047581219187122772 0.00024190806206289301 0.00048390095851019672
leaf_weight=26 22 24 20 23 20 40 24 27 25 21 24 27 32 25 54 23 1691 35 22 28 38 62 25 27 600 33 22 36 22 23
leaf_count=26 22 24 20 23 20 40 24 27 25 21 24 27 32 25 54 23 1691 35 22 28 38 62 25 27 600 33 22 36 22 23
internal_value=0 -9.93857e-05 -2.48545e-05 -0.000131016 3.25387e-05 0.000214094 -0.000416367 5.83234e-06 2.47445e-06 0.000241158 -1.51191e-06 2.94607e-06 0.000220454 -1.49287e-06 -0.000205218 4.59185e-06 1.18508e-06 4.85719e-05 6.4652e-05 0.00071205 2.95817e-05 5.92492e-05 4.01336e-05 0.000307223 8.89713e-06 0.000324606 -2.81906e-05 8.31625e-06 -0.000205157 -1.8698e-05
internal_weight=0 173 149 129 82 60 47 2948 2922 48 2874 2850 57 2793 81 2712 2687 996 973 50 923 888 850 89 761 80 681 659 55 623
internal_count=3121 173 149 129 82 60 47 2948 2922 48 2874 2850 57 2793 81 2712 2687 996 973 50 923 888 850 89 761 80 681 659 55 623
is_linear=0
shrinkage=0.1


Tree=2044
num_leaves=31
num_cat=0
split_feature=132 132 1203 131 13 43 16 16 399 133 151 3 16 150 0 1371 43 1375 1374 484 3 3 15 124 16 0 133 43 13 49
split_gain=0.000183884 0.000697738 0.000592229 0.000211005 0.000275049 0.000566898 0.000402465 0.000622889 0.000356547 0.000226103 0.000165688 0.000610321 0.00128836 0.000402335 0.00036517 0.000339156 0.000276466 0.00220602 0.00120589 0.00090763 0.00195482 0.0019937 0.00087308 0.00108308 0.000839807 0.00124295 0.00158966 0.000827024 0.000775304 0.000673698
threshold=-0.083174999999999985 -0.050879999999999988 0.089005000000000015 0.096845000000000014 0.056795000000000005 0.51084000000000007 -0.080344999999999986 -0.0019699999999999995 0.089300000000000004 -0.016679999999999997 0.099460000000000007 -0.082094999999999987 -0.083134999999999987 0.12640500000000002 -0.26609999999999995 0.084775000000000017 -0.082389999999999977 -0.15308499999999997 0.086765000000000023 0.090535000000000018 -0.094874999999999987 -0.082484999999999989 -0.098289999999999975 -0.087424999999999989 -0.0060749999999999997 -0.099059999999999995 0.087495000000000003 -0.082144999999999982 -0.090639999999999984 0.088930000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 8 -8 9 -1 13 -12 -13 14 -3 16 17 -16 27 22 -21 -22 24 -24 25 -19 -27 -18 -25 -30
right_child=1 10 -4 -5 -6 -7 7 -9 -10 -11 11 12 -14 -15 15 -17 18 19 -20 20 21 -23 23 28 -26 26 -28 -29 29 -31
leaf_value=-0.0001290671325599154 0.00051269588983376263 0.00040797869071618399 -0.00052665333561081851 -0.00033464268868556247 0.00025034389266668746 -0.00053509324179252702 0.00064420749331475238 -0.00012687983689829707 -0.00041796168813016272 0.00030500595588819126 -0.00017091364085596679 -0.00014430711380555294 0.00089185376248982124 -0.00032976968780260637 0.0010395546237387781 -0.00036052083148835947 -0.00061891906979409141 3.7064268918974067e-05 -0.00073784164832550628 0.00048313988605514174 -0.0014136688428975288 -6.6000793151982614e-05 -0.0006963887595615927 -0.00040154916791116676 -0.00014413406325761101 0.0014393473108859989 0.00025034308327240464 -2.2018549955615828e-06 0.00010449082281266484 -0.00026215190713888399
leaf_weight=30 27 22 27 20 37 21 22 20 25 20 36 24 24 37 22 26 22 35 23 20 21 23 21 38 29 22 23 1871 477 56
leaf_count=30 27 22 27 20 37 21 22 20 25 20 36 24 24 37 22 26 22 35 23 20 21 23 21 38 29 22 23 1871 477 56
internal_value=0 6.71704e-06 -8.77149e-05 -2.69388e-05 8.22741e-06 -5.66879e-05 2.91798e-05 0.000277023 -0.000109612 4.45621e-05 1.96027e-06 0.000140336 0.000373773 -2.20887e-06 2.19671e-06 -1.07452e-06 2.38297e-06 5.22839e-05 -1.81139e-05 2.38918e-05 -0.000336598 -0.000709206 5.68038e-05 8.91653e-06 0.000316889 0.00048401 0.000831634 -9.3692e-06 3.48559e-05 6.59693e-05
internal_weight=0 2899 222 195 175 138 117 42 75 50 2872 84 48 2788 2751 2729 2703 787 1916 765 64 44 701 592 109 80 45 1893 571 533
internal_count=3121 2899 222 195 175 138 117 42 75 50 2872 84 48 2788 2751 2729 2703 787 1916 765 64 44 701 592 109 80 45 1893 571 533
is_linear=0
shrinkage=0.1


Tree=2045
num_leaves=31
num_cat=0
split_feature=15 15 132 12 1186 1456 1456 132 1209 4 50 133 2 481 1210 13 13 481 1 16 3 403 52 42 42 15 42 2 3 132
split_gain=0.00017533 0.00116919 0.00109018 0.00425936 0.00414283 0.00078042 0.00175638 0.000536729 0.000583135 0.00366325 0.00051579 0.000858128 0.000948653 0.00191823 0.00174238 0.00091081 0.00204473 0.00153226 0.000963328 0.000858031 0.000836978 0.000604299 0.000575319 0.000516021 0.00180605 0.00120394 0.00090474 0.000876876 0.0010677 0.000668501
threshold=0.087575000000000014 0.087260000000000018 -0.083284999999999984 0.091840000000000019 0.049580000000000006 0.091180000000000011 0.055170000000000004 -0.014954999999999998 -0.077594999999999983 -0.079764999999999989 0.11700000000000001 0.51114000000000004 0.083995000000000014 -0.073474999999999985 0.014175000000000002 -0.081029999999999977 -0.077799999999999994 -0.07496499999999999 0.096860000000000016 -0.080954999999999985 -0.084319999999999992 0.022375000000000003 0.091820000000000013 0.090395000000000017 0.093175000000000022 0.093115000000000017 0.087075000000000014 0.096540000000000015 -0.063814999999999997 0.019705000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 -4 9 -9 11 12 15 -14 23 17 -17 -10 19 -18 -21 -19 -13 26 -25 -26 29 -27 -29 -15
right_child=2 -3 4 -5 -6 -7 -8 8 10 -11 -12 22 13 14 -16 16 18 21 -20 20 -22 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=-6.6069862061426807e-06 -0.00052114949517306829 -0.00072311192204284932 0.00049704655927295489 0.0014289792520382131 -0.0013396610311412422 0.00057114029831219725 -0.00089079786546335531 0.0013420588941135932 -0.001181290066742804 -0.00050442976908842948 0.00042718164800919172 -7.2435199344909049e-05 0.00096972153522074218 0.00012693729019921539 0.00094028183500215938 0.00090737662699428342 0.00013076531860860998 0.00016038615119344155 0.00029836782112917199 -0.0002394078038791618 -0.0011332387718721293 -0.0005593158585543279 -0.00083093327935785061 -0.0009379237540997565 -0.00056692914012819527 0.00070273412969142491 0.00065162321015332751 -0.00052702267136985699 0.00043744374694748941 -0.00037729211223503468
leaf_weight=2322 21 23 27 24 22 28 20 21 20 22 29 20 25 116 21 21 20 28 28 22 20 20 20 24 25 26 26 22 24 34
leaf_count=2322 21 23 27 24 22 28 20 21 20 22 29 20 25 116 21 21 20 28 28 22 20 20 20 24 25 26 26 22 24 34
internal_value=0 -1.36345e-05 4.12023e-05 0.000518919 1.17943e-05 5.37294e-05 3.24556e-05 6.03906e-05 4.17949e-05 0.000397344 1.59258e-05 -5.29558e-06 2.89105e-05 0.000126297 5.99898e-05 -0.000157701 1.88538e-05 -0.000445902 -0.000188468 -0.00040833 -0.000665042 -0.00013949 -0.000451684 -2.25307e-06 -0.000161224 3.09486e-05 0.00010704 0.000238545 -2.38228e-05 1.26453e-05
internal_weight=0 2345 776 45 731 709 681 661 634 43 591 562 522 343 318 179 111 68 90 62 42 48 40 297 121 97 176 72 46 150
internal_count=3121 2345 776 45 731 709 681 661 634 43 591 562 522 343 318 179 111 68 90 62 42 48 40 297 121 97 176 72 46 150
is_linear=0
shrinkage=0.1


Tree=2046
num_leaves=31
num_cat=0
split_feature=132 132 15 50 403 15 2 132 400 1185 3 1186 129 1184 394 132 15 12 12 13 132 4 132 16 376 33 42 42 457 151
split_gain=0.000190127 0.000489649 0.000398706 0.000305984 0.000262934 0.000479854 0.000469973 0.000558575 0.000302506 0.000183041 0.000288306 0.000174492 0.000417748 0.000211474 0.000174593 0.000195823 0.000500647 0.000766971 0.0014313 0.000799824 0.000779501 0.000455114 0.000437965 0.000426128 0.000285935 0.000283196 0.000247907 0.00322158 0.00494937 0.00197563
threshold=-0.083449999999999983 -0.076764999999999986 0.091475000000000015 0.09227500000000001 -0.084674999999999986 0.084050000000000014 0.089320000000000024 -0.41094499999999995 -0.087079999999999977 0.085905000000000009 -0.087784999999999988 0.090275000000000008 -0.077709999999999987 0.081725000000000006 0.013605000000000001 0.093160000000000007 -0.26481999999999994 0.086565000000000017 0.089085000000000011 -0.014169999999999999 0.10676500000000001 -0.078439999999999996 0.090050000000000005 -0.069144999999999984 0.11690000000000002 -0.018454999999999996 0.083715000000000026 0.083995000000000014 -1.0000000180025095e-35 -0.52488999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 8 6 -6 -8 -1 11 -11 12 -3 14 15 22 -17 20 -19 -20 -18 -21 24 -23 25 -14 29 28 -28 -27
right_child=1 9 -4 -5 5 -7 7 -9 -10 10 -12 -13 13 -15 -16 16 17 18 19 21 -22 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00011382890648250891 0.00045654677863543234 -0.0004020940375574775 -0.00044997358771204878 -0.00037278596622248493 -0.00032019699724514797 0.00047334819061618945 0.00053589415215158276 -0.00011912535782660902 -0.00036787202407140285 1.1080672459520897e-05 0.0004638201488308947 0.00025713965654946294 0.00036518647364573557 0.00031675348422833768 0.00026674292263730118 -0.00032543673293548636 0.00097648231960192802 -0.00072264554116935917 0.00054872948538487484 0.00034062237255452407 0.00011388816697448916 -0.00055121039433288384 -0.00035312832726442533 6.2759871434536768e-05 0.00037005425721872601 -0.0010325752024073155 -0.00021216846071183684 -1.0896998739059146e-05 0.0020125497828121296 -2.9575309355385852e-05
leaf_weight=22 24 26 27 24 32 26 23 30 32 39 22 26 20 21 24 25 20 21 38 23 22 20 37 26 20 20 20 1305 20 1086
leaf_count=22 24 26 27 24 32 26 23 30 32 39 22 26 20 21 24 25 20 21 38 23 22 20 37 26 20 20 20 1305 20 1086
internal_value=0 6.73021e-06 -9.05151e-05 -3.91639e-05 9.36294e-06 9.74104e-05 -1.75823e-05 0.000165128 -0.000171623 2.98304e-06 0.000174364 -7.2413e-07 -3.12372e-06 6.23832e-07 -1.79289e-06 -4.15971e-06 9.23964e-05 0.000153842 3.21721e-05 0.000180314 0.000524647 -2.25817e-05 -1.16077e-05 -0.000204184 -6.5349e-06 -9.58297e-06 -1.26411e-05 1.61985e-05 0.000900191 -4.77127e-05
internal_weight=0 2905 216 189 165 111 85 53 54 2881 61 2820 2794 2768 2747 2723 195 170 128 107 42 69 2528 46 2491 2471 2451 1345 40 1106
internal_count=3121 2905 216 189 165 111 85 53 54 2881 61 2820 2794 2768 2747 2723 195 170 128 107 42 69 2528 46 2491 2471 2451 1345 40 1106
is_linear=0
shrinkage=0.1


Tree=2047
num_leaves=31
num_cat=0
split_feature=1204 400 400 133 43 0 43 42 43 43 43 16 4 0 159 52 132 42 42 1211 42 52 10 52 10 1 4 1 34 123
split_gain=0.000176287 0.000220013 0.000259245 0.000452908 0.00019701 0.00146354 0.000840558 0.00154406 0.000727709 0.00064645 0.000603578 0.00130206 0.0005239 0.000489842 0.00058012 0.000519848 0.000462857 0.00049807 0.000655306 0.000443431 0.000688058 0.000656026 0.000351914 0.000906429 0.000965273 0.000555425 0.000998336 0.000576624 0.000459858 0.00218767
threshold=0.057120000000000011 0.12955000000000003 0.10782000000000001 -0.54084999999999994 0.062770000000000006 -0.13843999999999998 0.055925000000000009 0.11688500000000002 0.05259500000000001 0.066275000000000014 0.10366000000000002 -0.080789999999999987 -0.083644999999999983 -0.10151999999999999 -0.08760999999999998 0.089325000000000015 -0.41127499999999995 0.096235000000000015 -0.058859999999999989 0.087635000000000005 -0.016354999999999998 0.048520000000000008 -0.086389999999999981 -0.075329999999999994 -0.38124499999999995 0.13756000000000004 0.51303500000000013 0.13534000000000004 -0.057544999999999992 0.083805000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 8 -8 19 -7 11 -11 -12 -14 -15 16 -16 18 -18 22 -21 -22 23 -5 -25 27 -27 28 29 -24
right_child=-2 -3 -4 4 5 9 7 -9 -10 10 12 -13 13 14 15 -17 17 -19 -20 20 21 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.00047674877176177692 -0.00025441438181722471 0.00030381778584948429 -0.00032751274738984648 0.00024592261977010859 -0.00090290457432274708 -0.00055540661283192186 0.0010844747679948342 -0.00015812573052244262 -0.0005996006831992418 0.00074097586621064699 0.00035389662128485123 -0.00016112512059862638 0.00017288920531023503 0.00028356784051062451 0.00023106011339341819 -0.0006056660708660881 -0.00011094886285718532 2.8599030338227751e-05 -0.00092045872006565335 -0.00010120626445108605 0.0009314404649194331 0.0001214858889579773 0.0010125870110641699 -1.8174121625792316e-05 -0.00092475079776098337 6.953812661616693e-05 0.00087326809400110515 -0.00047196032515225506 -5.4679001296922764e-06 -0.00022700161644024776
leaf_weight=20 27 24 24 27 20 21 20 20 20 32 27 32 45 21 23 36 20 29 20 31 20 20 24 23 24 68 20 26 2322 35
leaf_count=20 27 24 24 27 20 21 20 20 20 32 27 32 45 21 23 36 20 29 20 31 20 20 24 23 24 68 20 26 2322 35
internal_value=0 2.22017e-06 -1.37598e-07 2.44185e-06 -6.93025e-07 -7.41246e-05 8.17316e-06 0.000463175 1.33104e-06 -1.9956e-05 1.94982e-05 0.000289925 -5.88155e-05 -0.000116255 -0.00020358 -0.000283503 -0.000157439 -0.000286939 -0.000515704 5.88355e-06 0.00025241 0.000526463 -9.29762e-07 -0.000215839 -0.000481107 5.44431e-06 0.000252204 -3.57723e-06 1.53741e-06 0.000277238
internal_weight=0 3094 3070 3046 3026 326 2700 40 2660 306 285 64 221 194 149 128 92 69 40 2640 71 40 2569 74 47 2495 88 2407 2381 59
internal_count=3121 3094 3070 3046 3026 326 2700 40 2660 306 285 64 221 194 149 128 92 69 40 2640 71 40 2569 74 47 2495 88 2407 2381 59
is_linear=0
shrinkage=0.1


Tree=2048
num_leaves=31
num_cat=0
split_feature=33 9 2 40 130 50 132 1211 1209 1209 456 456 1452 394 13 50 2 1 160 52 0 15 403 12 49 1429 1429 49 157 475
split_gain=0.000177798 0.00023343 0.0017083 0.000173897 0.000403958 0.000205082 0.00156795 0.00306241 0.00152344 0.00109936 0.000403457 0.000646312 0.000588331 0.00035225 0.000349376 0.000754656 0.000457134 0.00141419 0.000716375 0.000635159 0.000561758 0.000554228 0.000477555 0.000434579 0.000308499 0.000277189 0.00144727 0.00130858 0.000448137 0.000796162
threshold=-0.012019999999999998 0.091600000000000015 -0.15339499999999998 -0.24290999999999999 -0.22229499999999999 0.089465000000000017 -0.083284999999999984 0.11048500000000001 -0.094304999999999986 -1.0000000180025095e-35 0.091255000000000017 0.088200000000000014 0.083330000000000015 0.11233000000000001 -0.088069999999999996 0.10647500000000001 0.085785000000000014 0.082535000000000011 0.043720000000000009 -0.016329999999999997 -0.068944999999999992 -0.076244999999999993 -0.062634999999999982 0.089735000000000023 0.08610000000000001 0.083985000000000018 0.052280000000000007 0.10737500000000001 -0.06482499999999998 -0.073459999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 8 -7 9 -6 -8 11 12 14 25 15 -11 17 -16 19 -18 22 24 -19 -24 -21 26 -10 28 29 -27
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leaf_value=-0.00025085739964976841 -0.00027531631766696988 -0.00024032061319854677 0.00091343135818966578 0.00041818406088682623 -0.00086277049323100422 0.00074394704837862761 0.00079897431307472298 -0.00096854542566385748 -2.5294661921092311e-06 -0.00048806532267917649 -0.00035764035037573195 0.00061872883896285213 -0.00036176440994227857 -0.00040571564509677549 0.0010333063357393258 0.00015016886792099368 -0.00051341465894236336 0.00054185230198499723 0.0005243863070221699 -0.00033479675556599112 -0.00029704612726345658 0.0003433938868929053 0.00037984449602663519 -0.00017289612581159667 7.3561476499496689e-05 -8.9190344721267121e-06 -0.00061707183933601938 0.00087871602139784951 -0.00027401844660441079 0.00065935486742422329
leaf_weight=28 23 33 21 23 21 31 20 30 2204 32 24 20 34 22 20 44 27 33 23 37 25 37 25 33 37 94 39 20 39 22
leaf_count=28 23 33 21 23 21 31 20 30 2204 32 24 20 34 22 20 44 27 33 23 37 25 37 25 33 37 94 39 20 39 22
internal_value=0 2.27094e-06 0.000208361 -1.39107e-06 6.97885e-07 -2.51033e-06 5.37899e-05 1.10856e-05 -1.46809e-05 7.34825e-05 4.13099e-05 6.37333e-05 3.64608e-05 -7.38175e-06 7.27602e-05 -0.000118561 0.000121718 0.000256703 7.69291e-06 -7.84227e-05 0.000122806 2.73862e-05 0.00023815 6.53541e-05 -0.000130618 -3.75754e-06 -1.32148e-05 0.000117457 1.92303e-05 0.000117823
internal_weight=0 3093 54 3039 3016 2993 532 501 2461 471 451 427 407 2440 373 76 297 136 161 138 116 111 91 58 74 2418 2243 175 155 116
internal_count=3121 3093 54 3039 3016 2993 532 501 2461 471 451 427 407 2440 373 76 297 136 161 138 116 111 91 58 74 2418 2243 175 155 116
is_linear=0
shrinkage=0.1


Tree=2049
num_leaves=31
num_cat=0
split_feature=132 1185 1203 42 131 42 42 16 34 34 97 123 11 9 9 150 15 44 473 153 473 475 484 1371 2 2 52 0 1375 1374
split_gain=0.000194749 0.000630545 0.000467674 0.000257618 0.000428929 0.000855632 0.000379561 0.000333152 0.000190919 0.00027831 0.000902419 0.000536214 0.000317748 0.000326189 0.000410617 0.000218883 0.000442248 0.000264145 0.000432113 0.000303472 0.000405917 0.000273658 0.00173611 0.00135292 0.00088177 0.000876392 0.000623554 0.000738997 0.000599229 0.00174884
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.021469999999999996 -0.076979999999999979 -0.058859999999999989 -0.013389999999999997 -0.082039999999999988 -0.112215 -0.057544999999999992 -0.079444999999999988 0.085110000000000005 -1.0000000180025095e-35 0.092235000000000011 0.085355000000000014 -0.091839999999999991 -0.13578499999999996 0.10049500000000001 0.047060000000000005 1.0000000180025095e-35 -0.072684999999999986 -0.085774999999999976 0.085790000000000019 0.083235000000000017 0.087505000000000013 0.084550000000000014 -0.56368999999999991 -0.050064999999999991 -0.090674999999999992 -0.23605499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -5 -6 -3 10 11 -10 -11 14 15 16 -14 18 19 20 -17 22 24 28 25 -22 -26 -28 29 -23
right_child=1 8 -4 6 5 -7 -8 -9 9 12 -12 -13 13 -15 -16 17 -18 -19 -20 -21 21 23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.00018355221875632804 0.00055288355672798522 -0.00024389788483066726 -0.00048032796012194013 0.00047477454314503125 -0.00024967982062662486 -0.00065944469077976469 -2.2507590906708645e-05 0.00028291970805224522 0.00024069823786183927 -0.00037805602637077263 0.00068625252950005235 -0.00041902782951100647 -0.00015465412288904191 0.0002944539873983319 -0.00042130676928259757 0.00043807948601343443 0.0003493799575858712 -0.00031899051598604556 0.00035549454367034793 -0.00033077644870250621 -6.6437708613063614e-05 0.00031935867104355411 -0.00089473265456035738 0.00064052569725776484 0.00028298076663521072 0.00084715887067085592 -6.9491008488351802e-05 -0.00082398139223057256 3.4548162524175835e-06 -0.00083965426601935185
leaf_weight=30 21 31 27 20 24 32 66 23 28 22 25 22 27 38 23 21 49 26 34 28 21 23 25 33 21 21 34 21 2275 30
leaf_count=30 21 31 27 20 24 32 66 23 28 22 25 22 27 38 23 21 49 26 34 28 21 23 25 33 21 21 34 21 2275 30
internal_value=0 6.91262e-06 -9.02689e-05 -3.62607e-05 -0.000138356 -0.0002606 9.31394e-05 1.0954e-05 2.92881e-06 5.61642e-06 0.000195697 -4.95812e-05 4.73559e-07 3.5018e-06 -5.74968e-07 3.02371e-06 0.000170315 -1.84203e-06 1.3454e-06 -3.37104e-06 2.59591e-07 -3.41222e-06 -0.00013774 4.72371e-06 2.26393e-05 0.000390361 -0.000180575 -0.000357569 -4.28895e-06 -0.000336686
internal_weight=0 2899 222 195 109 79 86 47 2878 2847 75 50 2772 2750 2712 2689 76 2613 2587 2553 2525 2504 143 2361 118 42 76 55 2328 53
internal_count=3121 2899 222 195 109 79 86 47 2878 2847 75 50 2772 2750 2712 2689 76 2613 2587 2553 2525 2504 143 2361 118 42 76 55 2328 53
is_linear=0
shrinkage=0.1


Tree=2050
num_leaves=31
num_cat=0
split_feature=402 401 1213 401 130 132 1204 1212 52 1212 1212 1212 1209 1209 1210 43 42 4 12 4 4 12 0 15 13 1186 1451 1456 1186 43
split_gain=0.000185423 0.000304452 0.00108269 0.000367029 0.000207551 0.000490371 0.000296804 0.000212444 0.000431073 0.000402332 0.000388476 0.00052801 0.000276605 0.000279657 0.00022477 0.000992774 0.000224797 0.000642723 0.00110755 0.000832957 0.000829186 0.000799698 0.000690676 0.000411618 0.000504601 0.000347567 0.000322114 0.000343619 0.000305092 0.000733031
threshold=0.31278000000000006 0.11655000000000001 -0.084954999999999989 0.11186000000000001 0.13302000000000003 -0.43443999999999999 0.053645000000000005 -0.14780999999999997 0.085815000000000016 -0.089079999999999979 -0.083344999999999989 -0.063924999999999996 -0.084519999999999984 -0.065739999999999979 0.0028200000000000005 -0.035139999999999991 -0.094219999999999984 -0.0096849999999999974 0.090695000000000012 -0.018869999999999994 0.056795000000000005 0.085250000000000006 -0.083804999999999977 0.086495000000000002 0.01128 0.089315000000000019 0.091400000000000009 -0.50091499999999989 0.062435000000000011 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 8 -7 -9 -11 -12 -13 -14 16 -16 17 19 20 21 -19 -15 -23 24 -24 26 27 -18 -29 -30
right_child=-2 2 -4 -5 -6 6 -8 9 -10 10 11 12 13 14 15 -17 25 18 -20 -21 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00041941416067337359 0.00029614628070876716 0.00013281617146462967 -0.00067399997105581106 0.00041929843525091812 0.00025719697943948688 8.5344635274099277e-05 0.00035888081006503302 0.00032924169507758644 -0.0005338202295661177 -0.0004311630796153276 0.00045806713448837404 -0.00032820112038070174 0.00037207932749879548 0.00063605259386784619 -0.00013005602916510886 0.00075785111577715732 -0.0004268176559846671 -0.00041195995436282828 -0.00069619799591600891 0.00072112859511085287 0.00039111078298851177 -0.00043056729106144206 0.0007201007115509128 -9.4668065675681374e-05 9.7478984389454124e-06 0.00032795360291794199 0.00032979940274694509 -1.5693033805376962e-05 0.00013810774488818078 -0.0006878818136597561
leaf_weight=28 21 39 29 21 31 23 23 37 22 21 25 26 20 23 34 20 21 20 25 26 36 29 20 38 20 29 26 2345 21 22
leaf_count=28 21 39 29 21 31 23 23 37 22 21 25 26 20 23 34 20 21 20 25 26 36 29 20 38 20 29 26 2345 21 22
internal_value=0 -2.00616e-06 -0.000211267 2.68703e-06 -2.18594e-07 -2.89641e-06 1.0543e-06 -1.75553e-06 -0.000217358 1.60859e-06 -2.64938e-06 5.34907e-07 -3.54874e-06 -5.06956e-07 -3.21176e-06 0.000198798 -7.25047e-06 8.57702e-05 -0.000142767 0.000204434 0.0001043 0.000101095 -1.38959e-05 0.00014102 0.000364924 -1.61977e-05 -2.02964e-05 -2.40749e-05 -2.05332e-05 -0.000284492
internal_weight=0 3100 68 3032 3011 2980 2952 2929 45 2884 2847 2826 2801 2775 2755 54 2701 237 81 156 56 130 107 78 40 2464 2435 2409 2388 43
internal_count=3121 3100 68 3032 3011 2980 2952 2929 45 2884 2847 2826 2801 2775 2755 54 2701 237 81 156 56 130 107 78 40 2464 2435 2409 2388 43
is_linear=0
shrinkage=0.1


Tree=2051
num_leaves=31
num_cat=0
split_feature=401 401 402 133 12 0 133 1208 403 403 1204 132 13 123 132 1203 399 2 400 394 12 33 9 40 34 33 2 0 3 4
split_gain=0.000178516 0.000238833 0.000234702 0.000237705 0.00128286 0.000681194 0.000488966 0.000456664 0.000828099 0.000832627 0.000237168 0.000249707 0.000537733 0.000387934 0.000225696 0.000723111 0.000721434 0.000247494 0.000408342 0.000349321 0.000256785 0.000210454 0.000250476 0.000783507 0.000359851 0.000358839 0.000437113 0.00172247 0.000751477 0.000399074
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.41553500000000004 0.097575000000000009 -0.068944999999999992 0.40945500000000007 0.10383000000000002 -0.53960999999999981 -0.52641999999999989 0.057120000000000011 -0.41127499999999995 0.056795000000000005 -0.088149999999999992 -0.083174999999999985 0.089005000000000015 0.089505000000000015 0.10559 -0.016164999999999995 -0.0074349999999999998 0.087830000000000005 -0.044254999999999996 -0.036024999999999995 -0.07632499999999999 -0.085114999999999982 0.088310000000000013 -1.0000000180025095e-35 -0.086554999999999979 -0.13309499999999996 0.62736500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 -6 7 8 -4 -10 11 12 -11 -13 15 17 21 18 19 -15 -20 -16 23 24 -23 26 27 -24 -29 -28
right_child=1 2 3 4 5 -7 -8 -9 9 10 -12 13 -14 14 16 -17 -18 -19 20 -21 -22 22 25 -25 -26 -27 29 28 -30 -31
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leaf_weight=20 23 33 37 25 24 25 34 27 22 21 25 23 26 26 21 20 30 23 21 36 22 21 21 24 28 22 2360 20 34 27
leaf_count=20 23 33 37 25 24 25 34 27 22 21 25 23 26 26 21 20 30 23 21 36 22 21 21 24 28 22 2360 20 34 27
internal_value=0 -1.92068e-06 4.7829e-07 -2.39637e-06 -0.000179432 0.000117971 2.01313e-06 -2.35178e-06 1.44646e-06 -4.60734e-06 1.21669e-07 2.83444e-06 0.000231407 -1.03131e-06 2.38187e-06 -0.000117746 9.19897e-06 -3.03725e-05 -9.54524e-05 6.87788e-05 -0.000332251 3.5253e-06 9.36005e-07 -0.000181635 4.76454e-05 6.30143e-06 9.89429e-06 0.000247605 -5.12486e-05 2.42538e-06
internal_weight=0 3101 3078 3045 74 49 2971 2937 2910 2873 2851 2826 47 2779 2756 148 2608 128 105 62 43 2578 2557 73 49 2484 2462 75 54 2387
internal_count=3121 3101 3078 3045 74 49 2971 2937 2910 2873 2851 2826 47 2779 2756 148 2608 128 105 62 43 2578 2557 73 49 2484 2462 75 54 2387
is_linear=0
shrinkage=0.1


Tree=2052
num_leaves=31
num_cat=0
split_feature=472 1427 1426 1428 471 1419 1419 471 448 448 147 150 13 52 0 15 49 484 1375 157 130 15 15 2 15 52 4 1366 1429 2
split_gain=0.000173341 0.00020127 0.000184486 0.000308152 0.000270338 0.000424248 0.000291091 0.000281536 0.000215162 0.000466741 0.000335602 0.000321466 0.00160033 0.000707243 0.000529629 0.00195612 0.000496045 0.00033369 0.00302841 0.00177589 0.000598648 0.000897993 0.000526623 0.000947037 0.000966025 0.00122179 0.000886561 0.000348726 0.000315704 0.000721871
threshold=-0.39904999999999996 0.096900000000000014 -0.082379999999999995 0.091025000000000009 0.10338500000000002 0.111085 0.087610000000000007 0.088635000000000005 -1.0000000180025095e-35 -0.066849999999999979 0.095485000000000014 0.10921500000000002 -0.066634999999999986 -0.023194999999999997 -0.23001499999999997 -0.096999999999999989 -0.015259999999999998 0.091180000000000011 -0.13067499999999996 -0.078254999999999977 -0.23123999999999997 -0.54354999999999987 -0.56020999999999987 0.12595500000000001 -0.067579999999999987 0.11008000000000001 0.0033150000000000007 -0.082084999999999991 -0.069929999999999978 0.087195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 -4 11 14 13 -13 15 -10 -15 18 -16 -19 -20 -22 -21 24 26 -26 -24 -23 29 -29
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leaf_value=0.00028633562781448874 -0.00025535167192824055 -0.00031047429712045761 -4.2295550821498704e-05 0.00032693120201343092 -0.00036703817255329341 0.00046087005937806686 -0.00027998312835808141 0.00034336339595029134 -0.00023733983240422927 -0.00055873446149884594 0.00033241818957556522 0.00053610501173269852 -0.00086568717192858462 0.0001287226489727834 -0.0012341235986968969 0.00083581320765061364 -0.00052834847865597119 0.0010215007765873453 0.00054632866216707042 -0.00041123012645887989 -0.00065410569853459799 0.0003359053912948096 6.0139839071780441e-05 0.00071256977084669336 0.00081778006759755651 -0.00013774210710835178 -0.00080014246644998866 0.00070480362628586599 -6.6673144202745199e-06 -0.00012529205679046837
leaf_weight=21 28 21 105 29 20 20 37 24 35 21 31 22 25 27 20 33 20 20 20 24 21 31 25 21 23 32 23 20 2300 22
leaf_count=21 28 21 105 29 20 20 37 24 35 21 31 22 25 27 20 33 20 20 20 24 21 31 25 21 23 32 23 20 2300 22
internal_value=0 -1.93969e-06 1.64634e-07 2.50959e-06 -6.03657e-07 1.83761e-06 -1.24108e-06 2.26095e-06 -5.41675e-07 -0.000128369 5.22083e-06 1.55111e-06 -0.000180206 6.81573e-05 7.95003e-06 0.000283455 -0.000150882 7.50055e-07 -8.65827e-06 0.000137059 1.49472e-06 -3.05695e-06 1.75396e-05 0.000100527 -2.42581e-05 0.00026184 -0.000352079 2.70455e-06 -1.70588e-06 0.000269992
internal_weight=0 3100 3079 3051 3022 3002 2982 2945 2921 126 2795 2764 94 69 2670 68 47 2602 2434 168 2414 2394 148 124 103 55 48 2373 2342 42
internal_count=3121 3100 3079 3051 3022 3002 2982 2945 2921 126 2795 2764 94 69 2670 68 47 2602 2434 168 2414 2394 148 124 103 55 48 2373 2342 42
is_linear=0
shrinkage=0.1


Tree=2053
num_leaves=31
num_cat=0
split_feature=130 10 2 40 120 33 12 9 3 4 132 1203 1185 15 153 471 11 51 11 157 16 11 155 13 16 13 403 0 0 402
split_gain=0.000192679 0.000455122 0.000516574 0.000402401 0.00036168 0.000306284 0.000227483 0.000688627 0.00160627 0.00051771 0.000228735 0.00442428 0.00288452 0.00045316 0.00023008 0.000239741 0.000247749 0.000641025 0.000617221 0.000289866 0.000433991 0.00057785 0.000348714 0.000207352 0.000336451 0.000263114 0.00020633 0.00126793 0.00220694 0.000605495
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 0.093680000000000013 -0.012019999999999998 0.12757000000000002 0.091600000000000015 -0.13927999999999999 0.022185000000000003 -0.083284999999999984 0.089165000000000008 -0.087384999999999977 0.091475000000000015 0.086100000000000024 0.10338500000000002 0.094350000000000003 -0.057604999999999996 0.089270000000000002 0.41580000000000006 0.63167000000000006 0.086595000000000019 0.12016500000000001 -0.0087749999999999981 -0.083539999999999989 -0.015874999999999997 -0.53960999999999981 -0.086409999999999987 -0.070499999999999993 0.13775000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 10 -9 -8 11 13 -12 23 15 16 18 -18 19 20 21 22 26 24 25 -7 27 -14 -29 -28
right_child=1 3 -4 4 -6 6 9 8 -10 -11 12 -13 14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.00030938970514398533 -1.3441205789734211e-05 -0.00043867798165246358 0.00069668154785176742 -0.00033752944081142131 0.00042442675272468482 -0.00029497533933653571 3.8233926291771542e-05 -0.00029487882045941665 0.00088751099947667513 -0.00057750219513598661 -0.0012055598379629375 0.0014056523784149802 -0.00047990603012625473 -0.00047418615528537584 -0.00032218831421976739 0.00034745648677926512 0.00062602716286412705 -8.4641699795611207e-05 -0.00055780781374778607 0.00036130655366419396 -0.00035811897472312387 0.0005118186326316473 -0.0003993110969366337 -0.00015112212405271703 0.00033213284373882095 0.00014680181863825834 2.2238790039110896e-06 0.0010873505570298922 -0.00018144261427143396 -0.00037646144367943979
leaf_weight=20 21 21 20 27 20 26 36 20 27 22 20 23 22 24 22 20 22 30 20 22 34 22 22 59 35 28 2338 26 29 43
leaf_count=20 21 21 20 27 20 26 36 20 27 22 20 23 22 24 22 20 22 30 20 22 34 22 22 59 35 28 2338 26 29 43
internal_value=0 1.99543e-06 0.00033296 -2.43907e-06 5.75415e-07 -2.23248e-06 7.93264e-07 4.6701e-06 0.000384366 -0.000195321 -1.51131e-06 0.000103072 -9.08701e-06 -7.11101e-05 -1.31372e-07 2.54231e-06 -8.06129e-08 0.000216026 -4.43963e-06 -1.13058e-07 -3.2484e-06 1.57398e-06 -2.95238e-06 -5.74638e-06 9.06263e-05 -6.59057e-05 5.95172e-07 0.000161706 0.000418351 -4.61504e-06
internal_weight=0 3101 41 3060 3039 3019 2992 2934 47 58 2887 195 2692 172 2672 2650 2630 52 2578 2558 2536 2502 2480 148 89 54 2458 77 55 2381
internal_count=3121 3101 41 3060 3039 3019 2992 2934 47 58 2887 195 2692 172 2672 2650 2630 52 2578 2558 2536 2502 2480 148 89 54 2458 77 55 2381
is_linear=0
shrinkage=0.1


Tree=2054
num_leaves=31
num_cat=0
split_feature=402 1212 1212 52 1213 402 401 402 403 2 12 402 1213 3 1186 1213 1204 132 132 132 1211 12 12 43 133 43 43 484 13 2
split_gain=0.000195376 0.000245649 0.000207197 0.000818495 0.000811961 0.000277966 0.00118627 0.000392854 0.000278221 0.00120397 0.00201081 0.00100406 0.000329463 0.000561404 0.000433517 0.000330785 0.000281673 0.000426186 0.000265355 0.000411504 0.00520816 0.00478767 0.00134063 0.000353613 0.000213667 0.000251616 0.00128009 0.000421398 0.000932683 0.000738008
threshold=0.31278000000000006 0.15049500000000002 0.11006000000000002 0.084735000000000019 0.0036000000000000003 -0.45015499999999992 -1.0000000180025095e-35 -0.41906499999999997 -0.53960999999999981 0.083715000000000026 0.092355000000000007 0.13924000000000003 0.104315 -0.082094999999999987 -0.091099999999999987 0.093235000000000026 0.057120000000000011 -0.43176999999999993 -0.40070499999999992 -0.083284999999999984 0.090815000000000021 0.091840000000000019 0.088435000000000014 -0.0087399999999999995 -0.51151499999999983 0.070450000000000013 0.08845500000000002 -1.0000000180025095e-35 -0.10278499999999999 0.10327000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 -1 -7 9 -9 -11 12 14 -14 -10 16 17 -16 -19 21 24 22 23 -20 -21 -26 -27 -28 29 -29
right_child=-2 -3 3 -5 -6 7 -8 8 11 10 -12 -13 13 -15 15 -17 -18 18 19 20 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.00069744832017696115 0.00030399045042161436 -0.00034291627581686563 0.00041230584094591904 0.00059405071806395426 -0.00041027205860397469 0.0004418975306907669 0.00023995331829172319 0.00071752355473075078 0.00033729113024731449 -0.00083440626178690714 0.00053363196705256337 -0.00069655919450313042 -0.00061733225884381688 8.1364791833987948e-05 0.00043512863816100767 0.00036683327246767782 -0.00037087243732198012 -0.00036088629872427279 -0.00021384159600446848 0.00027514025384464604 -0.0015809340003345694 0.0013231874050688931 -0.00089294095778313931 0.00022593412531267217 5.7540765741062819e-06 -0.00083221721615700517 0.00041315369599033148 0.0004938696609529229 -0.00039160527808403627 -0.00016998250679479856
leaf_weight=27 21 21 20 28 30 20 27 27 38 21 22 21 23 23 22 24 21 21 33 28 21 28 20 41 2330 22 20 34 54 33
leaf_count=27 21 21 20 28 30 20 27 27 38 21 22 21 23 23 22 24 21 21 33 28 21 28 20 41 2330 22 20 34 54 33
internal_value=0 -2.05929e-06 2.65493e-07 0.000161171 -8.12409e-05 -3.91667e-06 -0.000228748 2.03069e-07 -2.815e-06 0.00019415 -0.00013448 -7.64089e-06 -2.53959e-06 -0.000267984 1.83691e-06 -2.79509e-06 -6.04695e-06 -3.21676e-06 -6.80841e-06 -4.01726e-06 -1.26274e-05 0.000175385 -0.000166514 2.98179e-05 4.36605e-07 -2.64871e-06 -0.000122762 -1.20671e-05 -8.23516e-05 0.000166898
internal_weight=0 3100 3079 78 50 3001 54 2947 2927 70 43 2857 2836 46 2790 2752 2728 2707 2685 2664 2542 122 94 74 2521 2493 163 141 121 67
internal_count=3121 3100 3079 78 50 3001 54 2947 2927 70 43 2857 2836 46 2790 2752 2728 2707 2685 2664 2542 122 94 74 2521 2493 163 141 121 67
is_linear=0
shrinkage=0.1


Tree=2055
num_leaves=31
num_cat=0
split_feature=1211 50 1 4 3 3 1186 1185 400 130 1211 124 33 34 9 2 124 49 16 4 43 43 120 15 150 457 457 1348 148 457
split_gain=0.000203382 0.000652444 0.0010598 0.000611355 0.000647174 0.00058494 0.000250891 0.00058491 0.000192788 0.000586176 0.000178816 0.000214688 0.000311822 0.000474716 0.000447644 0.000285271 0.000273026 0.000614416 0.000320078 0.000317156 0.000412361 0.000327364 0.000271602 0.00048407 0.000340611 0.000376802 0.000375509 0.000566775 0.000365241 0.000502104
threshold=0.087635000000000005 0.096900000000000014 0.087325000000000014 -0.078439999999999996 -0.082794999999999994 -0.076669999999999988 -0.10142499999999997 -0.083264999999999992 0.10782000000000001 0.093505000000000019 0.078255000000000005 -0.082254999999999981 0.085305000000000006 -0.057544999999999992 0.091905000000000014 -0.080614999999999978 -0.087424999999999989 -0.053364999999999996 -0.026164999999999997 -0.0086549999999999978 -0.08076499999999999 -0.084154999999999994 1.0000000180025095e-35 -0.5556049999999999 0.14500000000000005 0.31508000000000008 0.11612500000000002 -0.047944999999999995 -0.08670499999999999 0.098180000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -5 -1 -8 10 -10 11 16 13 -13 15 -15 17 -9 -19 21 -21 -18 23 -17 25 26 27 -25 -29 -30
right_child=1 -3 -4 5 -6 -7 7 8 9 -11 -12 12 -14 14 -16 22 19 18 -20 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.00031503209365837395 9.0089700910646252e-05 0.00053067393368110059 -0.00058526511371989425 -0.00052517207337587034 0.00077691249848019499 0.00023964140302268789 0.00051066921825457191 -0.0004682317346083912 0.00013178023727959955 -0.0005828408529685641 -0.00024251756004823913 0.00039124674236518337 -0.00030906221684691605 0.0003632744194917558 -0.00034953809081343938 0.00047461494243526388 0.00071995749560301199 -8.4386982489377264e-05 0.00038572585409773249 -0.00027322830130949367 0.00027629993742771654 0.00014780032564885916 -0.00032836327400918191 -0.00054163169668754564 0.00038422341002098456 -0.0004053048146488436 0.00034448475295600174 0.00034566009000690402 -7.146701921512373e-06 -0.00051032430317718544
leaf_weight=26 34 30 24 20 23 20 22 23 24 22 31 30 34 21 38 21 20 30 28 22 36 20 26 20 22 24 30 29 2351 20
leaf_count=26 34 30 24 20 23 20 22 23 24 22 31 30 34 21 38 21 20 30 28 22 36 20 26 20 22 24 30 29 2351 20
internal_value=0 0.000113214 9.71125e-06 0.000156922 0.000367229 -0.000142765 -5.75598e-06 -3.02461e-06 -6.89225e-06 -0.000209995 -3.64374e-06 -1.04089e-06 -8.15891e-06 -4.27186e-06 -8.83203e-06 -3.78257e-06 0.000104974 -3.08718e-05 0.000142564 0.000217254 6.78582e-05 0.000433879 -6.81371e-06 -3.49218e-06 -7.51472e-06 -1.09982e-05 -7.13565e-06 -1.14946e-05 -7.07677e-06 -1.13911e-05
internal_weight=0 151 121 97 57 40 2970 2944 2922 46 2876 2845 2666 2632 2602 2564 179 81 58 98 58 40 2543 2517 2496 2474 2450 2420 2400 2371
internal_count=3121 151 121 97 57 40 2970 2944 2922 46 2876 2845 2666 2632 2602 2564 179 81 58 98 58 40 2543 2517 2496 2474 2450 2420 2400 2371
is_linear=0
shrinkage=0.1


Tree=2056
num_leaves=31
num_cat=0
split_feature=401 402 401 1210 1204 15 132 1211 15 133 15 42 0 403 42 403 403 1454 400 1456 131 480 1209 1212 1213 1213 1212 42 133 12
split_gain=0.000179433 0.000366753 0.00131804 0.000349507 0.00016779 0.000226327 0.00214504 0.0036444 0.000921703 0.000795386 0.000772798 0.00495017 0.00113499 0.000880884 0.000913821 0.00232612 0.00118934 0.000842822 0.000543944 0.000548618 0.000800732 0.000662667 0.000534635 0.000521662 0.00137955 0.00106634 0.000748565 0.000837471 0.00223272 0.00163464
threshold=-0.47144999999999992 -0.45015499999999992 -1.0000000180025095e-35 0.258635 0.057120000000000011 0.087575000000000014 -0.083284999999999984 0.11013500000000002 0.087260000000000018 0.41553500000000004 0.088850000000000012 0.085730000000000015 -0.083264999999999992 -0.54856499999999986 0.11551500000000002 -1.0000000180025095e-35 -0.25088999999999995 0.088250000000000009 -0.062539999999999984 -0.075669999999999987 0.08956500000000002 -0.068944999999999992 -0.087714999999999987 -0.089544999999999986 -0.41330499999999998 -0.082414999999999974 0.089125000000000024 0.090395000000000017 0.086695000000000008 0.09364500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 -7 9 22 10 11 12 -8 -12 16 -16 -15 18 -18 -20 21 -21 -3 24 -23 -25 27 28 -27 -29
right_child=1 3 -4 -5 -6 6 7 -9 -10 -11 13 -13 -14 14 15 -17 17 -19 19 20 -22 23 -24 25 -26 26 -28 29 -30 -31
leaf_value=0.00025667404439041596 -0.00078877981635741893 0.00049504565817880492 0.00021887885911079744 0.00039939842182238038 -0.00025862493086606261 0.00078207297299645465 -0.00082149302361358425 -0.0010490158492053349 -0.00064341820568939595 -0.00054307993421042779 -0.00059846848654117259 0.0013265326347512505 0.00011806442501741306 -0.00072018496963816394 0.0013078329052586925 -3.723289151417299e-05 0.00059296779043506833 -0.00055113852246325805 0.00038508393433100236 0.00062547679553972559 -0.00041258893324993553 -0.00025237180386847329 -1.1861600236219486e-05 -0.00058840496962754216 0.00085746772868636385 -7.4585082283567118e-05 0.00056295372243039311 -0.00093520141410408553 0.0010809475311543794 0.00024669386171312493
leaf_weight=27 25 21 27 22 25 38 20 31 23 21 21 33 36 21 20 36 20 22 45 20 39 21 2259 30 24 102 25 25 20 22
leaf_count=27 25 21 27 22 25 38 20 31 23 21 21 33 36 21 20 36 20 22 45 20 39 21 2259 30 24 102 25 25 20 22
internal_value=0 -2.23988e-06 -0.000265572 2.26153e-06 -6.31517e-07 1.52202e-06 5.16712e-05 9.23193e-06 -1.35467e-05 6.18895e-05 8.29931e-05 0.000355012 -0.000217492 3.58008e-05 6.28733e-05 0.000443148 1.40307e-05 5.11838e-05 8.49016e-05 5.76594e-05 1.27384e-05 7.01355e-05 -7.19272e-06 2.88461e-05 0.000339543 -3.35706e-05 5.22286e-05 -2.33225e-05 0.000114846 -0.000381974
internal_weight=0 3094 52 3042 3020 2995 692 654 2303 623 602 89 56 513 492 56 436 415 393 373 328 289 2280 269 45 224 194 169 122 47
internal_count=3121 3094 52 3042 3020 2995 692 654 2303 623 602 89 56 513 492 56 436 415 393 373 328 289 2280 269 45 224 194 169 122 47
is_linear=0
shrinkage=0.1


Tree=2057
num_leaves=31
num_cat=0
split_feature=1211 2 1212 1212 402 401 402 1204 400 400 133 403 2 403 1208 403 130 49 13 52 1211 1211 399 42 1451 1456 1453 158 1456 1456
split_gain=0.000291661 0.000699584 0.000266776 0.000247818 0.000314125 0.00123253 0.000329379 0.00021071 0.000270219 0.000311762 0.000315756 0.000239537 0.00102908 0.000788144 0.000506644 0.000925466 0.000235814 0.000614708 0.000891844 0.000492597 0.00031066 0.000327752 0.000293738 0.000283145 0.000267224 0.00032023 0.00030462 0.000443023 0.000271133 0.000712115
threshold=0.11716500000000001 0.087015000000000023 0.13613500000000003 0.11006000000000002 -0.45015499999999992 -1.0000000180025095e-35 -0.41906499999999997 0.058775000000000008 0.12955000000000003 0.10782000000000001 -0.54084999999999994 -0.5492149999999999 0.083935000000000023 -0.5425549999999999 0.099975000000000008 -0.52800499999999995 0.094540000000000013 0.099465000000000012 0.01128 0.089325000000000015 0.087635000000000005 0.092860000000000012 0.09141500000000001 -0.11466499999999999 0.091400000000000009 -0.50091499999999989 -0.087504999999999986 -0.47356499999999996 -0.23007499999999997 -0.090954999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -6 8 9 10 -8 12 -12 -13 15 -15 20 18 -18 23 22 -22 24 -20 25 -17 -27 -28 -29 -30
right_child=1 -3 -4 -5 6 -7 7 -9 -10 -11 11 13 -14 14 -16 16 17 -19 19 -21 21 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.00081134064093930653 0.00060281987893036923 -0.00012393723418763667 -0.00033611282124184076 0.00025237442950080887 0.00040399833698756993 0.0001969910082321062 0.00039530084512080072 -0.00031882808453658423 0.00036538205400574956 -0.00038736001754711784 -0.00020225808821851387 -0.00063260581286158409 0.00076011862547602509 -0.00061327527835965167 0.00036003666762936568 -0.00039923589269164951 -0.00068524236154520303 0.00020873666754386459 -0.00011222710360016208 -0.0003937552313100941 0.00051755688909906896 2.1760348851482076e-05 -0.0003820014497978264 0.00040765280189754613 0.00030995878783609708 -0.00029925561816939578 0.00044342596703917601 0.00028284416394479408 -0.0005324549339711667 4.0860919393986343e-06
leaf_weight=22 26 27 24 38 20 27 20 21 20 21 25 20 20 25 38 20 33 39 20 26 24 30 20 22 28 33 23 34 25 2350
leaf_count=22 26 27 24 38 20 27 20 21 20 21 25 20 20 25 38 20 33 39 20 26 24 30 20 22 28 33 23 34 25 2350
internal_value=0 0.000232585 -4.01794e-06 -1.39958e-06 -4.60763e-06 -0.000255729 -4.46335e-07 -3.20047e-06 -9.27431e-07 -3.45719e-06 -6.53033e-07 -3.42679e-06 0.000225465 -7.09232e-06 -2.60835e-06 -7.6158e-06 -2.06337e-06 -0.000128472 -0.000258681 -5.16738e-05 4.77746e-06 0.000242114 -2.82232e-07 0.000160091 2.75572e-06 -7.05719e-07 2.52779e-06 6.62271e-06 2.45232e-06 -1.56171e-06
internal_weight=0 53 3068 3044 3006 49 2957 2937 2916 2896 2875 2855 45 2810 2790 2752 2727 140 101 68 2587 54 2533 42 2513 2485 2465 2432 2409 2375
internal_count=3121 53 3068 3044 3006 49 2957 2937 2916 2896 2875 2855 45 2810 2790 2752 2727 140 101 68 2587 54 2533 42 2513 2485 2465 2432 2409 2375
is_linear=0
shrinkage=0.1


Tree=2058
num_leaves=31
num_cat=0
split_feature=1211 43 1212 401 15 402 401 133 1209 130 132 132 1211 15 1185 0 15 16 132 52 159 483 483 133 133 133 12 15 0 4
split_gain=0.000236245 0.000621081 0.000216088 0.000266103 0.00111249 0.000776703 0.000242638 0.00104005 0.000513069 0.00023544 0.000445132 0.000258564 0.00386806 0.00378097 0.000389486 0.00025652 0.000753587 0.000272396 0.000388792 0.000332007 0.000220474 0.000700345 0.00217696 0.000510658 0.00151186 0.00142642 0.00190375 0.000986881 0.000963183 0.000456145
threshold=0.11716500000000001 0.062770000000000006 0.13613500000000003 -0.06959499999999999 0.096455000000000013 -0.43418999999999991 0.11769000000000002 -0.038089999999999992 -0.092684999999999976 0.13302000000000003 -0.43443999999999999 -0.083284999999999984 0.10326000000000002 0.090750000000000011 -0.083264999999999992 -0.073309999999999986 -0.10653 -0.090344999999999995 -0.1075 0.084960000000000022 0.0089800000000000019 0.10143000000000001 0.095790000000000014 0.085355000000000014 0.083950000000000011 0.098785000000000012 0.083985000000000018 0.093115000000000017 -0.083389999999999978 -0.093124999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 8 -8 -7 10 -10 13 14 15 -13 16 -12 -18 -19 -20 -16 22 23 24 27 26 -25 29 -28 -22
right_child=1 -3 -4 5 -6 6 7 -9 9 -11 11 12 -14 -15 20 -17 17 18 19 -21 21 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=-9.9368230439722549e-05 0.00047582475791304289 -0.0002303953267983161 -0.00030250154813984411 -0.00049553834451216978 0.00079567248605945634 -0.00047503111956124805 -0.00019324943622840303 0.00058926366160228633 -0.00038688384306927523 0.00028265487698231952 0.00049282470664184074 0.00044290653269854377 -0.0013927065499592575 0.0014111668558325621 1.4538540957432709e-05 -0.00036880948702508416 -0.00044093730615540633 0.0002726037579122931 -0.00047945475114671436 2.554003938106083e-05 -0.00025012886791507164 -0.00063852191175101331 0.00098719433211954307 -0.00011814801501006717 -0.00096171535995034961 -0.0003961274894754752 0.0013207131379749627 -0.00062452165002468973 0.00033929433557204907 3.6632680602258807e-05
leaf_weight=41 33 20 24 32 21 23 35 33 30 29 25 20 20 20 2071 22 21 27 23 30 73 20 20 45 21 40 20 31 20 231
leaf_count=41 33 20 24 32 21 23 35 33 30 29 25 20 20 20 2071 22 21 27 23 30 73 20 20 45 21 40 20 31 20 231
internal_value=0 0.000209327 -3.61613e-06 -1.25961e-06 0.000203791 -5.5229e-06 -2.07478e-07 0.0001865 -4.61278e-06 -8.28371e-07 -3.73332e-06 3.71861e-07 -7.30558e-06 0.000120652 3.30239e-06 -5.37421e-05 1.26966e-06 -0.000120402 -3.6262e-05 -0.000193609 -8.96203e-08 -5.82373e-05 -3.50722e-05 -7.75781e-05 -0.000138633 9.63071e-05 0.000328041 -8.70371e-05 0.000830004 -3.22278e-05
internal_weight=0 53 3068 3044 62 2982 2950 68 2882 2859 2830 2800 2632 168 2612 148 126 101 80 53 2592 521 501 481 356 125 85 335 40 304
internal_count=3121 53 3068 3044 62 2982 2950 68 2882 2859 2830 2800 2632 168 2612 148 126 101 80 53 2592 521 501 481 356 125 85 335 40 304
is_linear=0
shrinkage=0.1


Tree=2059
num_leaves=31
num_cat=0
split_feature=1211 50 1 1211 3 399 15 399 394 15 130 40 131 1212 1212 0 0 0 160 2 1213 42 0 1213 1213 1210 12 0 4 15
split_gain=0.000226605 0.000453771 0.000963368 0.000490612 0.000462393 0.000245419 0.000876231 0.000308829 0.000219105 0.000381224 0.000235876 0.000396823 0.000206036 0.000321626 0.00020231 0.00119062 0.00180525 0.000684055 0.0005398 0.000325917 0.000253996 0.00111643 0.00181133 0.00032685 0.000302648 0.000420614 0.00165385 0.00153754 0.000848378 0.00123643
threshold=0.087635000000000005 0.096900000000000014 0.087325000000000014 0.11986000000000001 -0.082974999999999979 0.09141500000000001 0.090750000000000011 0.10054500000000001 0.0041850000000000004 0.086495000000000002 -0.22461999999999996 -0.23755499999999996 0.13857500000000003 0.11796000000000001 0.087615000000000012 -0.084269999999999984 -0.086729999999999988 -0.082619999999999985 -0.57146499999999989 0.087505000000000013 0.087530000000000011 0.090990000000000015 -0.082724999999999979 0.085435000000000025 0.060985000000000004 -0.062539999999999984 0.092655000000000015 -0.081094999999999987 -0.079164999999999985 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 8 7 -7 10 -10 -1 -12 13 14 18 16 -16 -17 -13 -19 23 22 -22 24 25 26 27 28 29 -20
right_child=1 -3 -4 -5 -6 6 -8 -9 9 -11 11 12 -14 -15 15 17 -18 19 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00032389094653215421 2.5403090738550283e-05 0.00046764903692140554 -0.00053407641923210278 -0.00021868941566935974 0.0005310881398327183 -0.00025344262119341739 -0.00069861550633188178 0.00024323023745607991 -6.0567284769300993e-05 0.00051573733853729211 0.0004415062133921311 0.00049288423337698491 -0.00031033756174358795 0.00034696380070482313 0.00011907111565094618 0.00060062346114136749 -0.0011633231043916843 0.00014217260320687535 -5.1421680109342563e-05 -0.00030308442416548308 -0.00066617941327142319 0.00073814294689024493 0.00055209714343579003 -0.0003379593939947275 0.00027796813543269259 -1.2044284255349116e-06 -0.00102376620285213 0.00063048298515451073 0.00026250125723890964 -0.0011063107023255726
leaf_weight=23 33 30 24 24 40 21 23 31 24 22 20 22 22 26 21 20 23 35 25 31 26 24 23 30 37 2355 20 26 20 20
leaf_count=23 33 30 24 24 40 21 23 31 24 22 20 22 22 26 21 20 23 35 25 31 26 24 23 30 37 2355 20 26 20 20
internal_value=0 0.000119503 3.31855e-05 0.000173539 0.000302491 -6.07573e-06 -0.000184671 4.26508e-05 -1.44891e-06 0.000215057 -4.94462e-06 -2.3488e-06 -5.51242e-06 -3.1036e-06 -6.40373e-06 -0.000128177 -0.000551271 8.82895e-05 -3.79921e-07 -6.69633e-05 -4.54409e-06 0.000179356 -9.43353e-05 -9.84401e-06 -5.91135e-06 -1.01707e-05 -0.000200401 -1.94415e-05 -0.000279411 -0.000520261
internal_weight=0 151 121 97 73 2970 75 52 2895 46 2849 2826 2806 2784 2758 130 44 86 2628 66 2606 73 49 2533 2503 2466 111 91 65 45
internal_count=3121 151 121 97 73 2970 75 52 2895 46 2849 2826 2806 2784 2758 130 44 86 2628 66 2606 73 49 2533 2503 2466 111 91 65 45
is_linear=0
shrinkage=0.1


Tree=2060
num_leaves=31
num_cat=0
split_feature=1211 43 1212 1211 132 15 50 1211 52 1212 0 12 12 0 130 10 10 0 2 11 33 10 3 1 4 1 2 51 471 471
split_gain=0.000198014 0.000511706 0.000217466 0.000217405 0.000233844 0.000955984 0.000378717 0.000312236 0.000786703 0.000273578 0.000348566 0.000684347 0.000175006 0.000197553 0.000161327 0.000364917 0.000472191 0.000454849 0.000402576 0.000364993 0.00059296 0.000874626 0.000456526 0.000295956 0.000641129 0.000403353 0.000271059 0.000952543 0.000797328 0.000676761
threshold=0.11716500000000001 0.062770000000000006 0.13613500000000003 0.11048500000000001 -0.083284999999999984 0.091295000000000015 0.09227500000000001 0.087635000000000005 0.088785000000000017 0.055770000000000007 -0.073309999999999986 0.090345000000000023 0.086305000000000007 -0.087084999999999982 -0.23647499999999996 -0.38124499999999995 -0.086389999999999981 -0.072894999999999988 0.31765000000000004 -1.0000000180025095e-35 -0.012019999999999998 -0.0097449999999999985 0.42240500000000009 0.13842500000000005 0.41257000000000005 0.13604000000000002 0.10912000000000001 -0.44986999999999994 1.0000000180025095e-35 0.094575000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 9 14 -9 10 11 12 -1 -14 -6 18 17 -17 -16 -18 -21 -22 23 25 -25 26 27 -23 -28 -29
right_child=1 -3 -4 -5 7 -7 -8 8 -10 -11 -12 -13 13 -15 15 16 19 -19 -20 20 21 22 -24 24 -26 -27 28 29 -30 -31
leaf_value=0.00025830732089768087 0.00043353882199770663 -0.00020748789387653235 -0.000303147551312577 0.00030533688436464772 -0.00028318520722677934 -0.00062742722996821012 -0.0003894520562122731 0.00054477232677692725 -0.00025005246832733976 -0.00021096445320706284 -0.00026684392103648168 0.00062446284976501313 0.00012078171355694526 -0.00025832602526928961 -7.8451223089359711e-06 -3.4041592213422217e-05 0.0003830421369057149 -0.00067975462530739611 0.00061904475918026945 -0.00053011610372258094 0.00051494469999494019 -0.00060633456655691763 -0.0004675149580829644 -7.0580156736670889e-05 0.00056121936469370954 -0.00041282655714288313 4.0136929431825363e-05 -9.1632704039495056e-07 0.00067160717721673712 -0.00046453124059553375
leaf_weight=24 33 20 24 23 20 30 24 33 20 35 21 26 28 27 21 24 25 20 20 21 33 27 21 36 29 24 418 1961 21 32
leaf_count=24 33 20 24 23 20 30 24 33 20 35 21 26 28 27 21 24 25 20 20 21 33 27 21 36 29 24 418 1961 21 32
internal_value=0 0.000191642 -3.31063e-06 -9.46603e-07 -3.27845e-06 -0.000103789 -1.88748e-05 4.42282e-06 0.000244838 3.63666e-05 0.00010507 0.000179452 3.29932e-05 -6.53257e-05 -2.05592e-07 1.86524e-06 -2.64429e-06 -0.000327548 0.000297955 2.7544e-06 -8.70149e-07 3.40124e-06 -3.16977e-06 6.57251e-07 0.0002113 -4.85695e-06 -8.75137e-07 -1.63529e-05 7.03439e-05 -8.36022e-06
internal_weight=0 53 3068 3044 3021 215 185 2806 53 161 126 105 79 55 2753 2733 2692 44 41 2648 2623 2602 2569 2548 65 2483 2459 2020 439 1993
internal_count=3121 53 3068 3044 3021 215 185 2806 53 161 126 105 79 55 2753 2733 2692 44 41 2648 2623 2602 2569 2548 65 2483 2459 2020 439 1993
is_linear=0
shrinkage=0.1


Tree=2061
num_leaves=31
num_cat=0
split_feature=484 1451 1453 1447 15 1447 4 15 51 1453 1447 483 1212 3 15 15 4 403 13 403 1213 1201 132 4 3 132 131 131 479 479
split_gain=0.000185346 0.000242262 0.000240041 0.000265784 0.00179265 0.00163322 0.00096238 0.000671745 0.000696924 0.000248474 0.000289244 0.000338626 0.000247231 0.000412027 0.00104359 0.000789265 0.000865797 0.000718731 0.000740573 0.00041339 0.000321799 0.000290574 0.000246313 0.000804355 0.00155952 0.000662876 0.000441798 0.00146533 0.00110807 0.00151201
threshold=-0.52850499999999989 0.091400000000000009 -0.087504999999999986 -0.085684999999999997 0.087575000000000014 -0.084549999999999986 -0.085594999999999991 -0.092489999999999989 -0.011165 -0.081719999999999973 -0.082954999999999987 -0.47356499999999996 0.087490000000000012 -0.078244999999999995 0.091475000000000015 0.086495000000000002 -0.08713499999999999 -0.028309999999999998 -0.069964999999999986 -0.082969999999999988 -0.078514999999999988 -0.08126499999999999 0.093160000000000007 -0.08835999999999998 -0.090809999999999988 0.090050000000000005 0.089415000000000008 0.090690000000000007 0.091680000000000011 0.10769500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 -4 -8 -9 -7 -11 -12 21 14 15 16 -14 18 -15 -17 -18 -13 25 -24 -25 26 28 -28 -23 -30
right_child=1 -3 3 5 -6 9 7 8 -10 10 11 12 13 17 -16 19 20 -19 -20 -21 -22 22 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.000303445392055437 -0.00026876434673216534 0.00031843981159909165 -0.00066396502777934076 -0.00082500068335017809 0.00092032395896239909 0.00035458612743241249 -0.00028330171156155237 -2.972206060329209e-05 0.00075754782142625624 0.00032666206997991718 -0.00038434047474647347 -0.00033436831619366314 -0.00017115815467799882 -0.0007881014799932019 0.00071691447956254714 3.6575027325218831e-05 0.00082115648685777108 0.00037679815085582611 1.4751409293643924e-05 -0.00048583217514013612 0.00031076069077244032 -2.4762428885153935e-06 -0.00043818701771037335 0.0007915631671922337 1.9102942392197069e-05 -0.00043282639801602913 -0.00071524259747584933 -2.4919297920660228e-05 0.001115072969072831 -9.9837967627536283e-05
leaf_weight=20 33 24 20 24 24 20 26 23 22 27 23 27 28 20 30 33 21 21 27 28 30 2103 23 34 113 37 37 182 21 20
leaf_count=20 33 24 20 24 24 20 26 23 22 27 23 27 28 20 30 33 21 21 27 28 30 2103 23 34 113 37 37 182 21 20
internal_value=0 1.95707e-06 -5.11435e-07 2.39669e-06 0.000151522 -3.45836e-06 -5.12385e-05 0.000121361 0.000355165 3.32891e-06 8.9385e-07 -2.18374e-06 9.16653e-07 9.84656e-05 0.000181681 6.69882e-05 0.000275629 -0.000109573 -0.000326888 -0.000203218 0.000520924 -8.02314e-06 -4.59461e-06 0.000111726 0.000197767 -1.2834e-05 -6.25775e-06 -0.000141549 7.56168e-06 0.000522433
internal_weight=0 3101 3077 3044 115 2929 91 71 45 2905 2885 2858 2835 238 170 140 79 68 47 61 51 2597 2570 170 147 2400 2363 219 2144 41
internal_count=3121 3101 3077 3044 115 2929 91 71 45 2905 2885 2858 2835 238 170 140 79 68 47 61 51 2597 2570 170 147 2400 2363 219 2144 41
is_linear=0
shrinkage=0.1


Tree=2062
num_leaves=31
num_cat=0
split_feature=33 9 3 97 30 9 15 2 0 0 0 1429 16 4 3 1454 12 1454 483 475 2 3 154 1456 160 403 45 0 0 52
split_gain=0.000192023 0.000175298 0.000802393 0.000161713 0.000310605 0.000317914 0.00105675 0.000348103 0.000213949 0.000576047 0.000676131 0.000520925 0.000880083 0.000659908 0.000234172 0.000219575 0.000789854 0.000994142 0.000327122 0.000252445 0.000681927 0.00104822 0.00029406 0.000326471 0.00159247 0.000974326 0.000299089 0.000244735 0.000930707 0.000816208
threshold=-0.018454999999999996 0.088235000000000022 -0.13309499999999996 -0.086464999999999986 0.096890000000000018 -0.036024999999999995 -0.092489999999999989 -1.0000000180025095e-35 0.12411500000000002 0.10455500000000001 0.056435000000000006 -0.0065149999999999991 0.38525000000000004 -0.39518999999999993 0.42240500000000009 0.096235000000000015 0.089735000000000023 0.11390500000000002 -0.47181499999999993 0.051590000000000004 0.10060500000000001 -0.081734999999999988 0.084190000000000001 0.091180000000000011 -0.063384999999999983 -0.56738999999999995 0.094030000000000016 -0.14226499999999997 -0.14051499999999997 -0.080114999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5 -7 9 10 14 -10 13 -13 15 18 17 -17 -9 22 21 -21 23 25 -25 -20 27 29 -29 -27
right_child=1 2 -4 4 -6 7 -8 8 11 -11 -12 12 -14 -15 -16 16 -18 -19 19 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00027603244694182649 -0.00025729234694154001 0.00026559305960500545 -0.00045159222716346188 -0.00077416375695195589 0.00038656090088937036 0.00030522641978964924 0.00022904504661536997 0.00035671455194600501 -0.00029968193432848371 -0.00039652229697330278 0.00055284767811165448 -0.00022309888441148881 0.00076658502851690473 0.00048597564261096225 -0.00033639684995813738 -0.00029969139860909445 -0.00063045924849575391 0.00056814400794048033 -0.00064136445143958554 0.00047653789399191735 0.00067977847636939263 -0.00054728947579860685 -0.0003864454803988338 -0.00022451713464559158 0.0007712133714511734 -0.00019965498251717933 -0.00038622205582214522 -0.000642724953001522 -3.1207670286879124e-06 0.00017754066565096291
leaf_weight=25 24 26 39 21 21 38 21 26 21 37 22 35 24 21 21 33 25 22 24 20 20 20 20 36 29 76 20 23 2097 234
leaf_count=25 24 26 39 21 21 38 21 26 21 37 22 35 24 21 21 33 25 22 24 20 20 20 20 36 29 76 20 23 2097 234
internal_value=0 -2.22894e-06 -0.000164718 1.25565e-06 3.31922e-06 6.23953e-07 -0.000272559 4.52127e-06 5.8913e-07 -4.55962e-06 6.79765e-07 0.000143582 0.000259938 4.28041e-05 -3.74401e-06 -1.18045e-06 -0.000164402 4.74428e-05 3.7563e-06 2.5232e-07 0.000203009 -3.53758e-05 -4.50165e-06 -1.49303e-06 0.000219732 -7.30532e-06 -1.09413e-06 2.07564e-06 -1.00599e-05 8.50669e-05
internal_weight=0 3096 65 3031 3007 2986 42 2944 2906 2805 2768 101 80 56 2746 2725 80 55 2645 2619 60 40 2559 2539 65 2474 2450 2430 2120 310
internal_count=3121 3096 65 3031 3007 2986 42 2944 2906 2805 2768 101 80 56 2746 2725 80 55 2645 2619 60 40 2559 2539 65 2474 2450 2430 2120 310
is_linear=0
shrinkage=0.1


Tree=2063
num_leaves=31
num_cat=0
split_feature=158 158 130 400 46 159 2 482 482 1 43 40 150 45 1371 1429 49 151 1429 1429 42 1429 3 159 97 9 150 1 1 1
split_gain=0.000171962 0.000373338 0.000225103 0.000346449 0.000219888 0.00029533 0.00054593 0.000218979 0.000643211 0.00117571 0.000709472 0.000560494 0.000264093 0.000329961 0.000271707 0.00027225 0.00208588 0.0011928 0.000522136 0.00124637 0.000492687 0.000600891 0.000467598 0.000473496 0.000323317 0.000440993 0.00035424 0.0015118 0.00166481 0.00110098
threshold=-0.47382999999999992 -0.4686749999999999 0.13302000000000003 0.11741500000000001 0.10123000000000001 -0.45371999999999996 0.092875000000000013 0.11562500000000002 0.098465000000000011 0.16540500000000002 -0.083684999999999996 -0.24452499999999996 0.12965000000000002 -1.0000000180025095e-35 0.084775000000000017 0.083985000000000018 0.10299000000000001 -0.54279999999999984 0.083715000000000026 0.052280000000000007 0.087195000000000009 0.084855000000000014 -0.084524999999999975 0.076905000000000015 -0.086464999999999986 -0.087589999999999987 0.099310000000000009 0.090405000000000013 0.10723500000000001 0.11751000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 9 11 -10 -7 13 -13 15 17 20 -15 19 24 21 -17 -23 -24 -19 -26 -27 -28 -29 -30
right_child=1 2 -4 -5 -6 7 -8 -9 10 -11 -12 12 -14 14 -16 16 -18 18 -20 -21 -22 22 23 -25 25 26 27 28 29 -31
leaf_value=-0.00025610186029762893 0.00037237724361518674 1.5221035573631526e-05 0.00026699790534856277 -0.00030797180040059865 0.00026928278345925112 -0.00052920271467883141 -0.0006332651910183597 0.00026167112269206429 -0.00082073080768168454 0.00070118489972325433 2.1570589160546662e-05 -0.00040623923880048099 0.00026389793596248831 -0.00075438788952028732 -0.00031424139591830751 -0.00032127497308406859 0.0010356675457759675 -0.00039528676657937475 0.00051132326945662503 -0.00073440728643301713 -0.00045484819981668679 -2.9687876455379111e-06 0.00072689073626103597 7.6687314763798243e-05 0.00047606914073185187 1.264095308711846e-05 -0.00089149446474671697 0.00070569279126357284 -0.00075203033257611638 0.00013704232968545207
leaf_weight=26 27 34 31 37 30 20 21 32 20 24 20 20 38 21 27 31 22 20 20 23 21 60 24 21 20 2327 23 25 26 30
leaf_count=26 27 34 31 37 30 20 21 32 20 24 20 20 38 21 27 31 22 20 20 23 21 60 24 21 20 2327 23 25 26 30
internal_value=0 2.15141e-06 -1.10677e-06 -3.84343e-06 -9.25123e-08 -2.81347e-06 -0.000232383 1.51802e-06 -1.36956e-06 4.23312e-06 -0.00039958 -1.70049e-06 2.06873e-06 -1.53486e-06 1.41811e-06 4.55842e-06 0.000123749 -3.85778e-06 2.41156e-06 -1.66952e-06 -4.036e-06 6.55747e-05 0.000179787 0.000423462 5.15078e-06 8.41832e-06 4.57093e-06 -0.000175996 2.71704e-05 -0.000275741
internal_weight=0 3095 3068 3037 3000 2970 55 2915 2883 2843 40 2819 2799 2761 2741 2714 179 2535 2514 2494 157 136 105 45 2471 2451 2431 104 81 56
internal_count=3121 3095 3068 3037 3000 2970 55 2915 2883 2843 40 2819 2799 2761 2741 2714 179 2535 2514 2494 157 136 105 45 2471 2451 2431 104 81 56
is_linear=0
shrinkage=0.1


Tree=2064
num_leaves=31
num_cat=0
split_feature=402 401 1213 401 130 132 1204 132 1203 399 133 52 0 3 1212 1211 1211 402 52 133 1212 1212 1210 3 1212 1213 16 1210 1209 1209
split_gain=0.000162141 0.000226811 0.000895347 0.000273338 0.000190654 0.000388397 0.000376028 0.000191033 0.000441647 0.000378836 0.000183628 0.000288597 0.000397879 0.000200196 0.000172302 0.00058153 0.00041246 0.000344931 0.00119458 0.000535539 0.000330959 0.000469242 0.000421432 0.00262581 0.000553596 0.000336415 0.000767504 0.000414952 0.00095086 0.000260078
threshold=0.31278000000000006 0.11655000000000001 -0.084954999999999989 0.11186000000000001 0.13302000000000003 -0.43443999999999999 0.053645000000000005 -0.083174999999999985 0.088730000000000017 0.089505000000000015 -0.37971999999999995 0.087435000000000013 -0.087414999999999979 -0.087044999999999983 0.13795000000000002 0.11986000000000001 0.10809000000000001 -0.45015499999999992 0.086965000000000015 0.42433500000000007 -0.121045 -0.08867499999999999 -0.090569999999999998 -0.082794999999999994 -0.075499999999999998 -0.090324999999999989 -0.088394999999999987 -0.079504999999999978 -0.077594999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 8 10 14 -7 12 -12 -14 15 16 17 18 -9 20 -19 -22 23 -23 -24 26 -26 -27 -29 -30
right_child=-2 2 -4 -5 -6 6 -8 9 -10 -11 11 -13 13 -15 -16 -17 -18 19 -20 -21 21 22 24 -25 25 27 -28 28 29 -31
leaf_value=-0.00037358732120732646 0.00027693074385059022 0.00013040749278540414 -0.00060329316615464232 0.00036170119211809446 0.00024638173406034885 -0.00023569757771395883 0.00040337826383462101 0.00020736715346372322 -0.00053593036857256223 0.00034042687286935032 -0.00012807158911982698 -0.00022617669956161992 0.00012129475377150811 0.00056872724904678763 0.00024202289328215934 -0.00049308616968725503 0.0003375607450531485 -0.00031881556137567247 -0.00084935908482293605 0.00036919894881952457 0.00036354292799452591 0.00041317681427007424 0.00052423784683924173 -0.0011535272464243463 -0.00022717279767675791 -0.00033723040277867483 0.00057256898539587077 0.00066576480943088734 -0.0003604914207244292 -6.9712234524038943e-06
leaf_weight=28 21 39 29 21 31 37 23 23 21 33 32 32 20 20 29 24 36 33 20 39 35 23 20 20 20 38 30 21 21 2302
leaf_count=28 21 39 29 21 31 37 23 23 21 33 32 32 20 20 29 24 36 33 20 39 35 23 20 20 20 38 30 21 21 2302
internal_value=0 -1.87598e-06 -0.000182494 2.17482e-06 -3.32668e-07 -2.89916e-06 6.16853e-07 -2.54584e-06 -0.000108092 3.63358e-06 -4.4371e-05 2.36971e-05 0.000134752 0.000345011 -4.31596e-07 -3.03092e-06 1.35599e-06 -3.21995e-06 -0.000284133 1.42236e-06 -4.17393e-06 -6.99113e-08 -5.17069e-06 -0.000315523 2.7186e-07 -4.03707e-06 0.000252672 -9.4256e-06 -4.11135e-06 -1.01671e-05
internal_weight=0 3100 68 3032 3011 2980 2952 2929 162 2767 141 104 72 40 2734 2705 2681 2645 43 2602 2563 2530 2495 43 2452 2432 50 2382 2344 2323
internal_count=3121 3100 68 3032 3011 2980 2952 2929 162 2767 141 104 72 40 2734 2705 2681 2645 43 2602 2563 2530 2495 43 2452 2432 50 2382 2344 2323
is_linear=0
shrinkage=0.1


Tree=2065
num_leaves=31
num_cat=0
split_feature=1456 1446 474 49 1 0 12 157 14 474 43 472 1429 1429 474 160 157 2 49 157 1372 13 132 1186 394 1213 13 13 16 12
split_gain=0.000157207 0.000243891 0.000179559 0.000746327 0.000732611 0.00127898 0.000719282 0.000578421 0.000507119 0.000436389 0.000896388 0.000319224 0.000473334 0.000455995 0.000942652 0.000566043 0.000460572 0.00268824 0.000901285 0.000808768 0.000474368 0.000311234 0.000286722 0.00512181 0.00282319 0.000477844 0.000304085 0.000857445 0.000314035 0.000447454
threshold=0.12676500000000004 0.11787500000000002 0.091180000000000011 0.10299000000000001 0.107145 -0.064754999999999993 0.091930000000000012 -0.073574999999999988 -0.46596499999999991 0.088585000000000011 -0.081289999999999987 -0.15279499999999999 0.093705000000000024 0.084990000000000024 0.085860000000000006 -0.013084999999999998 -0.087319999999999995 0.087625000000000022 0.097180000000000016 -0.086284999999999987 -0.077034999999999978 -0.06884499999999999 -0.083284999999999984 0.049580000000000006 0.11233000000000001 0.087385000000000004 0.056795000000000005 0.0036400000000000004 -0.046599999999999996 0.090165000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 7 8 -4 -6 11 -11 -1 13 14 16 -15 17 -13 21 -18 -21 -19 23 25 -24 26 27 28 29 -22
right_child=-2 -3 3 -5 6 -7 -8 -9 -10 10 -12 12 -14 15 -16 -17 19 18 -20 20 22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00036374071302513284 -0.00023588450359446662 0.00030136992249430887 -0.00042369658289029949 0.00035737385582857925 0.00018579598316656692 -0.0010782687307801099 0.00056694338098168379 0.0001693223815828819 -0.00050916470077243595 0.00081438379304017879 -7.6098443913416797e-05 0.00087146922134054012 -0.00041920292251570909 4.4095850690999736e-05 -0.00050553806626388949 0.00071099024640716387 -0.00058374445967880704 0.00037022425050963647 -0.00072889565395598769 0.0004419687199212301 0.00010179022575007716 -0.00012970598040600167 -3.8752469834029417e-06 0.0016285857152070094 -0.0011420608617217195 -0.00051849173922164488 0.00028698585442422578 -0.00066884450083307459 0.00039055702980563402 -0.00038906296070378564
leaf_weight=24 28 27 38 30 21 20 20 29 21 20 26 39 27 35 37 20 24 20 20 24 65 33 2314 20 22 20 30 20 21 26
leaf_count=24 28 27 38 30 21 20 20 29 21 20 26 39 27 35 37 20 24 20 20 24 65 33 2314 20 22 20 30 20 21 26
internal_value=0 2.1354e-06 -4.9974e-07 -9.7688e-05 -0.000189311 -0.0003765 7.33568e-05 -0.000167017 -0.000161684 5.52614e-06 0.000311068 5.78964e-07 -2.51507e-06 1.5174e-06 -4.21558e-06 0.000286603 2.65948e-06 0.000201193 -0.0001569 -5.93901e-06 -5.26316e-07 5.89469e-05 -4.71067e-06 0.000109589 -1.45945e-05 -5.73336e-05 -4.0055e-07 -6.57156e-05 4.19859e-05 -3.84535e-05
internal_weight=0 3093 3066 179 149 87 62 67 42 2887 46 2841 2817 2790 2735 55 2698 112 73 2586 2562 53 2538 202 2336 182 162 132 112 91
internal_count=3121 3093 3066 179 149 87 62 67 42 2887 46 2841 2817 2790 2735 55 2698 112 73 2586 2562 53 2538 202 2336 182 162 132 112 91
is_linear=0
shrinkage=0.1


Tree=2066
num_leaves=31
num_cat=0
split_feature=33 1211 4 1212 1212 1447 1447 1447 2 0 4 151 42 42 150 42 15 151 457 16 1 151 15 483 483 483 43 1446 42 154
split_gain=0.000155152 0.000158762 0.000481928 0.000197405 0.000190717 0.000203237 0.00140066 0.000959084 0.000614813 0.000575746 0.000834475 0.000200133 0.000832027 0.00591489 0.00191359 0.0019035 0.00114038 0.000636108 0.000405866 0.000542801 0.000536186 0.000300721 0.000559333 0.000305253 0.00131244 0.000839453 0.000504333 0.000686948 0.000578129 0.000322071
threshold=-0.018454999999999996 0.11716500000000001 -0.077519999999999992 0.13613500000000003 0.11006000000000002 -0.085804999999999979 -0.086359999999999978 -0.084334999999999979 0.083935000000000023 -0.082009999999999986 -0.0047449999999999992 -0.085134999999999975 0.083715000000000026 0.083995000000000014 0.10389500000000002 0.082250000000000004 -0.016799999999999995 -0.083969999999999975 0.09228500000000002 -0.026164999999999997 0.10471500000000002 -0.081519999999999981 -0.013104999999999999 0.098395000000000024 0.10357500000000001 0.095250000000000015 -0.078469999999999984 0.088690000000000005 0.096235000000000015 0.084190000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 8 -7 -2 10 -10 12 15 -14 16 18 -15 -13 19 20 -9 22 -19 25 -25 29 -26 28 -28 -23
right_child=1 2 -4 -5 -6 7 -8 11 9 -11 -12 17 13 14 -16 -17 -18 21 -20 -21 -22 23 -24 24 26 -27 27 -29 -30 -31
leaf_value=0.00024812029705208264 0.00045272076013498012 0.00054182026180483046 -7.4695699640869872e-05 -0.00029065523898073783 0.00021989301787566788 0.00049234309535210903 -0.00087504295023834518 -0.00069076580672117421 -0.00071572920856124262 0.00032646851025111535 6.6541951770583799e-05 -0.0005081082845348506 0.0017964300438983458 -2.1738131908932701e-05 -0.0008692296250956133 -0.00099382906017126522 0.00083726773271337147 -3.9297942794291889e-05 0.00042324437551239199 0.00013298547247056074 2.4645739176776261e-05 -2.166337863345156e-05 0.00054976386600174014 0.00076789502009677775 0.00031940995890181515 -0.0005419409740903986 -0.00029653622966309613 -0.0006673028547083959 0.00035831667147039509 0.00037177864384527008
leaf_weight=25 25 21 32 24 38 39 21 20 25 21 30 26 21 68 22 20 20 40 24 75 22 2253 27 26 30 31 28 20 26 21
leaf_count=25 25 21 32 24 38 39 21 20 25 21 30 26 21 68 22 20 20 40 24 75 22 2253 27 26 30 31 28 20 26 21
internal_value=0 -2.00356e-06 0.000169584 -4.99211e-06 -2.72119e-06 -5.55894e-06 -0.000131959 -1.65156e-07 2.25434e-05 -0.000118962 -0.000289036 -6.97644e-06 7.14083e-05 0.000258543 -3.50535e-05 -8.08566e-05 0.00017349 -1.60304e-05 4.8643e-05 -2.81983e-05 -0.000316026 -1.09169e-05 0.000198085 -1.66676e-05 0.000132421 -2.50761e-05 -2.64475e-05 -0.00016666 1.87633e-05 -1.803e-05
internal_weight=0 3096 53 3043 3019 2981 122 2859 101 76 55 2820 292 131 110 161 88 2528 141 117 42 2502 67 2435 130 2305 104 74 54 2274
internal_count=3121 3096 53 3043 3019 2981 122 2859 101 76 55 2820 292 131 110 161 88 2528 141 117 42 2502 67 2435 130 2305 104 74 54 2274
is_linear=0
shrinkage=0.1


Tree=2067
num_leaves=31
num_cat=0
split_feature=484 1451 158 484 43 3 52 484 40 12 0 46 1452 1452 484 160 3 12 1375 146 50 43 474 1419 471 1425 1420 471 16 1426
split_gain=0.0001537 0.000240391 0.000181034 0.000549016 0.00121792 0.00106654 0.00151053 0.000551587 0.000460769 0.000335478 0.000582593 0.000539466 0.000308915 0.00051949 0.000283614 0.000405209 0.00160712 0.000503284 0.00040916 0.000327494 0.000286525 0.00132715 0.000467079 0.000435551 0.000502321 0.000475383 0.000336325 0.000458023 0.000410191 0.000461014
threshold=-0.52850499999999989 0.091400000000000009 0.10667500000000002 0.090535000000000018 -0.011694999999999999 -0.087429999999999994 -0.013374999999999998 -0.0032549999999999996 -0.24134999999999998 0.12757000000000002 -0.071339999999999987 -0.043074999999999995 0.096800000000000011 0.088360000000000008 -0.23687999999999995 0.10830500000000001 0.088060000000000013 0.086305000000000007 0.10659 0.086030000000000009 -0.099524999999999988 -0.064334999999999989 -0.45463999999999999 0.091465000000000005 -0.085064999999999988 0.10034500000000002 -0.085599999999999996 0.088960000000000025 0.55700000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 -4 -7 -6 -2 11 -11 -10 13 14 -13 18 17 -17 19 20 21 -16 -22 24 -24 26 -26 28 29 -28
right_child=1 -3 3 -5 7 6 -8 -9 9 10 -12 12 -14 -15 15 16 -18 -19 -20 -21 22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00027632846977212468 0.00042398786485696644 0.00031704036858476079 -0.00042651819094317037 -0.00055696432271202948 -0.00014304966155985564 3.4246817775942291e-05 0.0010560441046001633 -0.00082568829326191929 0.00045915107296493193 0.00017281138803809881 -0.00051519765984266999 0.00028847762595807366 -0.00029805424890261799 0.00050069605488152729 0.00064234151941491293 0.00040974721031607653 -0.00099468607291782981 -0.0002592705070459157 0.00044354528155443932 -0.00039294173045726938 -0.0004605121010999111 -0.00026234294148913079 0.00050637524691410363 -0.00034310173925607363 -0.00039086055309910865 -0.00043066256679594514 -0.00040852298099909807 0.00039298180753605504 0.00045711472688708454 7.051972428722591e-06
leaf_weight=20 26 24 20 23 29 39 23 20 26 20 32 34 34 21 34 23 20 22 21 21 22 31 20 36 21 25 27 31 20 2356
leaf_count=20 26 24 20 23 29 39 23 20 26 20 32 34 34 21 34 23 20 22 21 21 22 31 20 36 21 25 27 31 20 2356
internal_value=0 1.78218e-06 -6.76768e-07 -0.000106351 -2.72361e-05 0.000208467 0.000413301 -0.000421678 4.89076e-06 1.12945e-06 -0.000250579 5.73009e-06 1.54813e-06 5.20575e-06 1.44117e-06 -2.13364e-06 -0.000248823 8.26719e-05 3.88317e-06 3.9115e-07 3.54021e-06 0.000210877 -1.7283e-06 2.25168e-06 7.22477e-06 3.19936e-06 7.61751e-06 1.10555e-05 6.12843e-06 2.3434e-06
internal_weight=0 3101 3077 154 131 82 62 49 2923 2897 52 2845 2819 2785 2764 2730 65 45 2665 2644 2623 65 2558 2536 2500 2480 2455 2434 2403 2383
internal_count=3121 3101 3077 154 131 82 62 49 2923 2897 52 2845 2819 2785 2764 2730 65 45 2665 2644 2623 65 2558 2536 2500 2480 2455 2434 2403 2383
is_linear=0
shrinkage=0.1


Tree=2068
num_leaves=31
num_cat=0
split_feature=33 3 2 47 2 16 2 2 1 2 2 2 2 16 150 52 159 13 15 16 1 16 160 160 42 160 52 43 12 2
split_gain=0.000149306 0.000197936 0.000830235 0.00250097 0.0019619 0.000955257 0.00131314 0.00112832 0.000884095 0.000865293 0.00192825 0.00174248 0.000915118 0.000578448 0.00053798 0.000503079 0.000507248 0.000496201 0.000433159 0.000758217 0.000413462 0.000361069 0.000654861 0.00124692 0.00108064 0.00113798 0.000926488 0.00179957 0.000941527 0.00143481
threshold=-0.009184999999999997 -1.0000000180025095e-35 0.092480000000000021 0.094160000000000008 -0.045829999999999989 -0.018494999999999998 0.084755000000000011 0.086000000000000007 0.093575000000000019 0.10644500000000001 0.10402500000000002 0.11215000000000001 0.11448000000000001 -0.5335399999999999 0.10635000000000001 0.060015000000000006 0.099035000000000026 -0.16152999999999998 -0.059484999999999989 -0.11676499999999999 0.08776500000000001 -0.0068949999999999992 -0.090764999999999985 -0.084454999999999988 0.086035000000000014 -0.14835999999999996 -0.0087299999999999982 -1.0000000180025095e-35 0.094225000000000017 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 4 -3 7 -7 8 -6 10 20 -11 -13 -14 15 16 18 -2 19 -15 -4 -19 24 -24 -23 -26 -25 28 -28 -30
right_child=1 2 9 -5 5 6 -8 -9 -10 11 -12 12 13 14 -16 -17 -18 21 -20 -21 -22 22 23 26 25 -27 27 -29 29 -31
leaf_value=-0.00021836838812657424 -0.00047157629683763089 -0.00080849240555173972 -0.0003093594581393215 0.0010636564565841885 -0.00085631873691454545 0.0011464145447548835 0.00016108668471737905 0.00039254413186946689 7.2683413357784357e-05 0.00075940748323656375 -0.0011430833741628919 -0.00062449538872897401 -0.00045204104512363712 0.00062690194701479581 0.00058007660743896849 0.00029490316483133939 -0.0004997139752958901 2.0831651069317306e-05 -0.00037529631757934114 -0.0001182554865307692 0.00019998074730050148 0.00072602519023887537 -0.00084944177284515239 -1.0409585434030248e-05 -0.00039335556153673683 0.0005377882735393499 -0.00037407423751039249 -0.001065845157019794 0.00075512113301859547 -0.00031711256910616962
leaf_weight=31 23 22 30 30 20 21 38 35 21 31 21 24 22 22 20 48 24 1732 20 36 34 27 21 569 35 21 68 25 24 26
leaf_count=31 23 22 30 30 20 21 38 35 21 31 21 24 22 22 20 48 24 1732 20 36 34 27 21 569 35 21 68 25 24 26
internal_value=0 2.19075e-06 5.85222e-05 0.000227047 6.71859e-05 0.000209889 0.000511797 -2.44866e-05 -0.000380488 -3.64002e-05 -0.000311602 5.83049e-05 -4.23163e-05 3.04561e-05 9.28969e-05 2.79396e-05 -9.76904e-05 -9.1807e-06 2.60092e-05 0.00016439 -3.87725e-05 -5.0068e-06 -5.98502e-05 -8.99953e-05 0.000206371 -4.41766e-05 -6.75959e-05 -0.000295141 -0.000131857 0.00019756
internal_weight=0 3090 519 187 157 135 59 76 41 332 85 247 216 192 170 150 102 2571 78 58 64 2548 816 733 83 56 712 143 118 50
internal_count=3121 3090 519 187 157 135 59 76 41 332 85 247 216 192 170 150 102 2571 78 58 64 2548 816 733 83 56 712 143 118 50
is_linear=0
shrinkage=0.1


Tree=2069
num_leaves=31
num_cat=0
split_feature=33 1210 1209 402 1209 3 3 0 13 0 9 9 16 1429 157 11 472 2 15 2 1 52 12 43 2 12 3 16 15 43
split_gain=0.000155425 0.000150557 0.000196456 0.000606465 0.000409406 0.000190672 0.00100192 0.000529496 0.00130992 0.000584039 0.00060432 0.00114058 0.00038948 0.000549211 0.000780259 0.00105616 0.000623604 0.000615322 0.000949298 0.000787982 0.000929761 0.000864099 0.000710849 0.00052122 0.000571911 0.0004763 0.000519492 0.000570481 0.000325467 0.000325244
threshold=-0.018454999999999996 -0.42132499999999995 -0.087714999999999987 -0.0088649999999999979 -0.074484999999999982 -0.094299999999999981 -0.096099999999999977 0.10455500000000001 -0.029529999999999997 0.051010000000000007 0.092235000000000011 0.084755000000000011 0.63636000000000015 0.088275000000000006 -0.051074999999999988 0.084110000000000004 -0.0062899999999999996 0.11548000000000001 -0.072289999999999979 0.093175000000000022 0.081315000000000012 0.039215000000000007 0.090545000000000014 0.0047850000000000011 0.090175000000000019 0.08598500000000002 -0.13309499999999996 -0.08231999999999999 0.050935000000000008 -0.40263499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 12 9 -9 10 11 -7 13 14 15 -6 -16 19 -19 23 21 -21 -22 24 25 -18 -27 -28 -25 -29
right_child=1 2 4 -5 5 7 -8 8 -10 -11 -12 -13 -14 -15 16 -17 17 18 -20 20 22 -23 -24 28 -26 26 27 29 -30 -31
leaf_value=0.0002483380943303928 0.00024240542063489555 0.00057310827079080895 -0.00032888062847539405 -0.00018774524913169445 8.641617243439415e-05 -1.1614213957079966e-05 0.00056097656730950507 -0.00093570375604377616 0.00011735270473528308 0.00046345132029203414 0.00046640324116406891 -0.00073502435063181278 -0.00040688260879029434 -0.00039629562275617249 -0.00053710418898845092 0.0009452958607157185 -0.00031367571019042147 4.2929965555329649e-05 -0.00079886190720745141 0.00028366734331939373 -0.00036106740790273765 0.0011442812005407177 0.00044615715625695885 3.2262354562546882e-05 -0.00051211334249711847 0.00040103022537722781 -0.00048341303905048835 -0.00013018333196194599 0.00059592686237010641 0.00040162611530040917
leaf_weight=25 25 22 39 20 41 2339 36 21 27 26 26 22 21 28 20 22 38 37 21 28 24 20 20 21 27 37 22 23 20 23
leaf_count=25 25 22 39 20 41 2339 36 21 27 26 26 22 21 28 20 22 38 37 21 28 24 20 20 21 27 37 22 23 20 23
internal_value=0 -2.00531e-06 -3.99498e-06 0.000210797 -6.97328e-06 -2.77449e-06 5.16928e-05 -1.44824e-05 -0.000343359 -7.94031e-06 -1.30749e-05 -1.8355e-05 1.45037e-05 3.32519e-05 6.03404e-05 0.000386342 6.43461e-06 3.65476e-05 -0.000261857 9.36679e-05 0.00033789 0.000642256 5.85285e-06 -1.28174e-05 -9.00031e-05 -1.03039e-05 9.94878e-05 -6.45868e-05 0.000307221 0.000135721
internal_weight=0 3096 3071 42 3029 2990 529 2461 48 2413 2387 2361 493 472 444 63 381 361 58 303 92 48 44 211 170 143 105 68 41 46
internal_count=3121 3096 3071 42 3029 2990 529 2461 48 2413 2387 2361 493 472 444 63 381 361 58 303 92 48 44 211 170 143 105 68 41 46
is_linear=0
shrinkage=0.1


Tree=2070
num_leaves=31
num_cat=0
split_feature=39 394 394 391 13 130 2 16 11 1 1 104 129 47 1 4 147 34 13 9 2 0 1420 471 1186 132 50 393 0 15
split_gain=0.000159497 0.000196948 0.000288188 0.000297507 0.000192846 0.00169516 0.00110185 0.00064832 0.000469993 0.000555568 0.00040803 0.000376272 0.00027542 0.000269303 0.000582721 0.00166228 0.000623923 0.000295211 0.00120256 0.00109143 0.000528721 0.000336576 0.000517899 0.000697197 0.000354296 0.000368696 0.00519057 0.00308094 0.000615571 0.00120927
threshold=-0.083889999999999978 -0.16013499999999997 -0.12099999999999998 -0.085594999999999991 0.24813000000000004 -0.23123999999999997 0.31765000000000004 -0.10850999999999998 -0.011194999999999998 0.15618500000000002 0.14754500000000001 0.077525000000000011 -0.047864999999999991 0.13975500000000002 0.13743000000000002 0.50500500000000004 0.10479500000000001 -0.057544999999999992 -0.0097949999999999982 0.091905000000000014 -0.080614999999999978 0.12500000000000003 0.056520000000000008 -0.076454999999999981 0.057025000000000006 -0.083284999999999984 0.10022000000000002 0.106645 -0.073309999999999986 0.090750000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 8 -6 -7 10 11 12 -10 14 16 -16 17 18 -14 20 -19 22 23 -22 25 26 28 -27 29 -25
right_child=1 2 3 4 7 6 -8 -9 9 -11 -12 -13 13 -15 15 -17 -18 19 -20 -21 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.00027466286611299784 -0.00023773263630573637 0.00037918981855227684 -0.00032611409062935441 0.00092349590500816713 -0.00062909126084248002 0.00044550251162339314 -0.00073999392508994788 -3.1184816739718934e-06 0.00032900127340466359 -0.00048837558070258442 0.00041566931710500894 -0.00038463826093357062 -0.00013342009258802791 0.00036761463247785291 -0.00081162354958172326 0.00027260785987332035 0.00051364024135788593 0.00041298700239314072 0.00075504645670298499 -0.00067500040410474569 0.00058373379459226277 0.00021863913640498059 -0.0005030043037896533 -1.2983688529615861e-05 -0.00033454320633388831 -4.3572331970401168e-06 0.0016509923338890076 -0.0012511376786278562 0.00045519702049205083 -0.00085657719158916735
leaf_weight=21 35 20 28 20 21 24 20 78 26 23 24 25 39 20 31 26 24 31 25 24 20 67 21 113 33 2202 20 20 20 20
leaf_count=21 35 20 28 20 21 24 20 78 26 23 24 25 39 20 31 26 24 31 25 24 20 67 21 113 33 2202 20 20 20 20
internal_value=0 -1.86062e-06 8.32865e-07 -1.65224e-06 1.35901e-06 6.01586e-06 -3.15953e-07 -0.000135901 4.82427e-06 1.1185e-06 5.09531e-06 1.58488e-06 5.05561e-06 1.99952e-06 -6.73102e-07 -0.000317062 6.05857e-06 1.47026e-06 0.000213637 -3.77045e-06 2.50518e-06 -2.51254e-06 -8.51383e-06 -4.27187e-06 -9.11541e-06 -4.63144e-06 0.000135983 -1.55794e-05 -6.20573e-05 -0.00013984
internal_weight=0 3100 3065 3045 3017 2918 2898 99 2878 2854 2831 2807 2782 2756 2736 57 2679 2655 64 2591 2567 2536 2469 2448 2428 2395 173 2222 153 133
internal_count=3121 3100 3065 3045 3017 2918 2898 99 2878 2854 2831 2807 2782 2756 2736 57 2679 2655 64 2591 2567 2536 2469 2448 2428 2395 173 2222 153 133
is_linear=0
shrinkage=0.1


Tree=2071
num_leaves=31
num_cat=0
split_feature=33 9 2 11 156 156 155 2 155 3 2 1 1204 399 394 403 398 399 131 131 12 132 483 131 15 15 15 0 0 131
split_gain=0.000184119 0.000220374 0.00118995 0.00018842 0.000903076 0.000894423 0.000557603 0.000449398 0.00029608 0.000191168 0.00105384 0.00106559 0.000441827 0.000266097 0.000238196 0.00119752 0.000371766 0.000401721 0.00030331 0.000327515 0.000454238 0.00028785 0.000273789 0.000364746 0.000257158 0.000731853 0.000616589 0.000405907 0.00158142 0.000692178
threshold=-0.012019999999999998 0.091600000000000015 -0.15339499999999998 0.090070000000000025 0.11896500000000002 0.15608500000000003 0.12509500000000004 0.11018500000000002 0.112835 -0.16726499999999997 0.10584500000000001 0.086105000000000015 -0.098194999999999991 -0.065739999999999979 0.013605000000000001 -0.074254999999999988 0.099290000000000003 0.088080000000000006 0.13857500000000003 0.11925000000000001 0.095565000000000011 -0.084389999999999979 0.13605000000000003 0.11684000000000001 0.087575000000000014 0.088060000000000013 0.086885000000000004 -0.070889999999999995 -0.073309999999999986 0.08956500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 7 6 8 -5 9 10 11 -2 -11 -14 16 -16 17 18 19 22 -21 -19 23 24 26 -26 -15 28 29 -27
right_child=1 2 -4 4 -6 -7 -8 -9 -10 12 -12 -13 13 14 15 -17 -18 21 -20 20 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00025527783363941129 0.00099400993868974693 -0.00017191827999230361 0.00079101188935705327 -0.0003125537051669052 0.00071334971552936455 -0.00064058411146768115 0.00042128574559389948 0.00024013662793679813 -0.00038851655670441693 -0.00039493695708344985 -0.00025649243590819158 -2.5902959459926934e-05 0.00022602864500368016 -2.4261518430863215e-05 0.00069600586922696002 -0.00022425550428564631 -0.0003446429662069546 6.9840772603466008e-05 -0.00040008328651310878 0.00059605877669084641 -6.9840966025367374e-05 0.00057037618214963006 -0.00035713152850328937 0.0004148121579783037 0.00046128496122456951 4.7969317341043222e-05 -0.0004365770059725824 -0.00013178285586390201 0.00073855475129676058 -0.00042356019206208126
leaf_weight=28 21 33 21 31 21 22 31 28 20 29 34 20 50 1836 26 31 33 27 20 21 20 20 23 20 39 369 37 144 32 34
leaf_count=28 21 33 21 31 21 22 31 28 20 29 34 20 50 1836 26 31 33 27 20 21 20 20 23 20 39 369 37 144 32 34
internal_value=0 2.31095e-06 0.000202555 -1.24718e-06 0.000150188 -5.34139e-06 -5.8302e-07 -5.026e-05 -5.08334e-06 -2.42615e-06 0.000155139 0.000496491 -6.63012e-06 -2.58235e-06 -6.7663e-06 0.000195513 -1.10765e-05 -6.91012e-06 -1.21579e-05 -9.14489e-06 0.00027123 0.000282835 -1.36813e-05 -1.05354e-05 -1.39505e-05 4.19851e-05 -3.24066e-05 1.37421e-05 6.19158e-05 8.18767e-06
internal_weight=0 3093 54 3039 80 2959 2937 59 2906 2886 75 41 2811 2782 2732 57 2675 2642 2595 2575 41 47 2534 2511 2491 618 1873 579 435 403
internal_count=3121 3093 54 3039 80 2959 2937 59 2906 2886 75 41 2811 2782 2732 57 2675 2642 2595 2575 41 47 2534 2511 2491 618 1873 579 435 403
is_linear=0
shrinkage=0.1


Tree=2072
num_leaves=31
num_cat=0
split_feature=130 10 1 0 0 42 0 0 11 1429 34 34 97 123 4 1429 12 51 475 45 4 49 484 484 475 50 0 16 2 9
split_gain=0.000188559 0.000405347 0.000392871 0.000358379 0.000203864 0.000389275 0.000362727 0.000277117 0.00121745 0.000429488 0.000268376 0.000394141 0.0010665 0.000381491 0.000258036 0.000679645 0.000815654 0.00122291 0.000990384 0.000458651 0.000379158 0.000355311 0.000753724 0.00194838 0.000527911 0.00046708 0.000796108 0.000684196 0.000387661 0.00087397
threshold=-0.23647499999999996 -0.38124499999999995 0.16540500000000002 -0.067624999999999977 0.13134000000000004 0.082810000000000009 0.16094000000000003 0.10455500000000001 0.077695000000000014 -0.0091699999999999993 -0.112215 -0.057544999999999992 -0.079444999999999988 0.085215000000000013 -0.15289999999999995 -0.026244999999999997 0.085355000000000014 0.087305000000000008 -0.024084999999999999 0.094030000000000016 -0.14098499999999997 0.10969000000000002 0.091180000000000011 0.015535000000000002 0.055635000000000011 -0.23848499999999997 -0.068189999999999987 0.51222500000000004 -0.14451499999999998 0.087755000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 7 6 -6 10 -9 -10 -3 12 13 -12 15 -13 17 18 -17 20 -16 24 23 -23 25 26 -22 28 -27 -30
right_child=1 2 -4 -5 5 -7 -8 8 9 -11 11 14 -14 -15 19 16 -18 -19 -20 -21 21 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.00030606438318500298 2.5790933397642918e-05 -0.00032447793695610021 -0.00042327353793635589 0.00061726894236926457 0.00028709923552179881 0.0004430723450301836 -0.00025990992801746838 -0.0008411241751760134 -0.00026240169144540023 0.0002775129964528092 0.0002619144902564585 -0.0003944473653642821 0.00083313802268613875 -0.00035573486013163347 -0.00041815317778276626 0.00024381579520335296 -0.00018415662476190149 -1.6336948233111664e-05 0.0011085274207828291 -0.00048547207916271873 -0.00013120354158672855 -8.1724456996293434e-05 0.00039999827616460002 -0.0011275354429380968 0.00037941158600580439 0.00031137781810684832 0.00073145965807666277 -0.00057060985016592206 3.5191901907835304e-06 -0.00062988372678360479
leaf_weight=20 21 25 22 20 22 30 27 21 26 34 20 22 21 20 22 26 39 47 27 20 20 163 24 20 38 40 23 21 2218 22
leaf_count=20 21 25 22 20 22 30 27 21 26 34 20 22 21 20 22 26 39 47 27 20 20 163 24 20 38 40 23 21 2218 22
internal_value=0 1.97397e-06 -2.21102e-06 0.000314317 8.38151e-07 0.000159377 -1.4314e-05 -3.39455e-06 -0.00018581 4.355e-05 1.73945e-06 4.59799e-06 0.000256057 -4.69102e-05 -8.95922e-07 0.000121998 0.000203737 0.000355016 0.000684329 -8.41622e-06 -4.76202e-06 -1.24923e-06 -0.000126917 -0.000196021 9.67152e-06 3.67744e-06 0.000330221 -2.42485e-06 2.80844e-06 -2.70173e-06
internal_weight=0 3101 3060 41 3038 79 49 2959 81 60 2878 2853 61 40 2792 161 139 100 53 2631 2611 2589 207 183 2382 2344 43 2301 2280 2240
internal_count=3121 3101 3060 41 3038 79 49 2959 81 60 2878 2853 61 40 2792 161 139 100 53 2631 2611 2589 207 183 2382 2344 43 2301 2280 2240
is_linear=0
shrinkage=0.1


Tree=2073
num_leaves=31
num_cat=0
split_feature=151 457 13 1374 16 150 149 447 150 150 147 447 150 150 151 150 49 0 0 1 1 15 456 43 43 52 48 3 151 483
split_gain=0.000172658 0.000156667 0.000635033 0.000302002 0.000431327 0.00025732 0.000234211 0.00021083 0.000513173 0.000455765 0.000341988 0.000543015 0.000266974 0.000445414 0.000205743 0.000688189 0.000483046 0.000555916 0.000442212 0.00118113 0.00129963 0.00106461 0.00041578 0.000592089 0.000789046 0.000444063 0.000488047 0.000372095 0.000395117 0.000314193
threshold=-0.5666199999999999 -0.14786499999999997 -0.082759999999999986 0.08926000000000002 -0.089669999999999986 0.12706500000000001 0.097720000000000015 0.10121000000000001 0.116995 0.10801000000000001 0.094075000000000006 0.086765000000000023 0.099590000000000026 0.092390000000000014 -0.088279999999999983 0.083095000000000016 -0.0097999999999999979 -0.14649999999999996 -0.15599999999999997 0.082005000000000008 0.099195000000000019 -0.30407999999999996 0.089295000000000013 -0.11180499999999999 -0.087734999999999994 -0.13993999999999998 0.085845000000000019 -0.10023499999999998 -0.10142999999999999 0.098395000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 8 9 10 11 12 13 14 15 27 17 -16 19 -18 -21 -22 23 -19 -25 -26 -27 -3 -29 -20
right_child=1 3 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 16 -17 18 22 29 20 21 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.00028577059551718691 -0.00017759294347817324 -0.00040021840977715333 0.00058299780683314785 -8.5663805657532075e-06 -0.00060809907066868615 0.000257993404643218 -0.00034494124382035809 0.00031414577360486706 -0.00036415981256794063 0.00036498959217330114 -0.00037920593919504126 0.00048379290978039575 -0.00027854660178750884 0.00037630553500005799 -0.00057243089933716818 0.00051239985151562111 0.00083593174071132164 0.0004610036436047051 -1.6475869555006159e-05 -0.00046989679021862689 -0.00015101581011549571 0.00080279787187464535 -0.00047987774159992115 -0.00056148311918756617 -0.00038785250037021586 0.00047531097219756773 -4.5397412490004812e-05 -8.3072033336137284e-05 0.00038446093593457983 0.00014474299310904826
leaf_weight=21 23 20 21 30 20 38 20 21 39 34 24 23 35 31 28 33 23 21 2174 32 22 25 24 30 21 27 54 51 28 128
leaf_count=21 23 20 21 30 20 38 20 21 39 34 24 23 35 31 28 33 23 21 2174 32 22 25 24 30 21 27 54 51 28 128
internal_value=0 -1.93587e-06 0.000185416 -4.63334e-06 -0.000248379 -5.79018e-07 -3.88958e-06 -1.5758e-06 -3.84097e-06 1.02483e-06 -3.31112e-06 -1.23316e-07 -4.08843e-06 -6.23048e-07 -4.88601e-06 0.000116917 -1.10485e-05 -0.000158398 1.5166e-06 0.000205268 2.1657e-05 0.000356332 -9.29008e-05 -3.21986e-05 -0.000110663 2.19317e-05 0.000128172 -1.49105e-05 8.26359e-05 -7.51148e-06
internal_weight=0 3100 44 3056 50 3006 2968 2948 2927 2888 2854 2830 2807 2772 2741 132 2609 205 2404 102 79 47 177 153 132 102 81 99 79 2302
internal_count=3121 3100 44 3056 50 3006 2968 2948 2927 2888 2854 2830 2807 2772 2741 132 2609 205 2404 102 79 47 177 153 132 102 81 99 79 2302
is_linear=0
shrinkage=0.1


Tree=2074
num_leaves=31
num_cat=0
split_feature=484 1451 12 0 4 46 153 147 0 147 147 147 2 2 15 1208 159 13 13 1209 2 4 2 1213 160 13 1209 12 403 13
split_gain=0.000158119 0.000209012 0.000184135 0.000554384 0.00113098 0.000466119 0.000301949 0.000239479 0.000604434 0.000281203 0.000530155 0.000282094 0.000208588 0.0013028 0.00465159 0.0010815 0.000964517 0.000966749 0.00159782 0.00117742 0.000929113 0.000966055 0.000899005 0.000804833 0.000912082 0.00232027 0.000718984 0.000675766 0.00157592 0.00107133
threshold=-0.52850499999999989 0.091400000000000009 0.12757000000000002 -0.050064999999999991 -0.050494999999999991 -0.043074999999999995 0.086100000000000024 0.097985000000000017 -0.26609999999999995 0.092070000000000013 0.090335000000000013 0.088610000000000008 0.090675000000000019 0.089775000000000008 0.082685000000000022 0.10233500000000001 0.13810000000000003 -0.088069999999999996 -0.087404999999999997 -0.089214999999999989 0.091265000000000013 -0.012509999999999999 0.089525000000000007 -0.0068949999999999992 -0.013904999999999999 -0.091559999999999989 -0.080224999999999977 0.085250000000000006 0.0033700000000000002 -0.093219999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 7 8 -7 10 11 12 13 15 -15 16 17 23 -19 -20 21 -14 26 27 -25 -26 -21 -10 -29 -30
right_child=1 -3 3 4 -6 6 -8 -9 9 -11 -12 -13 20 14 -16 -17 -18 18 19 22 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.00028027311978803484 0.00042537181826236733 0.00029577063348066684 9.013029541202574e-05 9.9190014721402405e-05 -0.00092679417755876098 0.00055367568684232542 -0.00038713401532731952 -0.0002611160942572443 0.00028433777004370075 0.00035029412399086615 -0.00051382274948991841 0.00037708087154896935 0.00084351201050074972 7.1751195355318495e-05 -0.0016916479682549835 0.00062399755654580624 -0.00070432716340292252 -0.00077553558030872256 -0.00078579770262877002 0.00056919722759630532 1.3981056688936557e-05 -5.3731602903488762e-05 0.00054783444024256568 -4.0568734074176678e-07 0.00022545641357737622 0.0013465331251306149 -3.5434909778825253e-05 -0.00091315864727063017 -0.0003985379323629397 0.00060002157485789876
leaf_weight=20 26 24 49 22 21 20 20 34 38 23 20 20 28 52 21 27 20 29 20 20 1105 21 28 62 80 24 1181 23 21 22
leaf_count=20 26 24 49 22 21 20 20 34 38 23 20 20 28 52 21 27 20 29 20 20 1105 21 28 62 80 24 1181 23 21 22
internal_value=0 1.80763e-06 -4.85223e-07 -0.000139827 -0.000401872 3.80941e-06 1.05243e-07 2.74042e-06 5.82859e-06 2.03069e-06 -7.68077e-07 2.84244e-06 1.90149e-07 -2.24235e-05 -0.000435528 -3.51655e-06 -1.4322e-05 -5.40716e-06 -4.17307e-05 -2.46928e-05 3.28761e-05 0.000458979 -1.2307e-05 0.000166524 0.000303182 0.000484166 -2.53661e-05 -5.16023e-05 -0.000245022 0.000112353
internal_weight=0 3101 3077 92 43 2985 2959 2939 2905 2885 2862 2842 2822 1668 73 1595 1568 1548 1278 1249 1154 49 1229 270 166 104 1201 104 66 43
internal_count=3121 3101 3077 92 43 2985 2959 2939 2905 2885 2862 2842 2822 1668 73 1595 1568 1548 1278 1249 1154 49 1229 270 166 104 1201 104 66 43
is_linear=0
shrinkage=0.1


Tree=2075
num_leaves=31
num_cat=0
split_feature=402 1212 402 401 448 0 453 1365 16 16 150 151 132 42 0 1 2 2 1429 3 11 16 2 52 1428 475 49 49 160 475
split_gain=0.000164634 0.000182293 0.000288966 0.00020159 0.000152511 0.000375763 0.000215207 0.000227811 0.000217305 0.00146903 0.000651595 0.000708508 0.00049636 0.000606604 0.00110923 0.000660083 0.000626904 0.00155465 0.000734544 0.000808649 0.000797232 0.00151463 0.00135346 0.000661212 0.000631165 0.000833775 0.000831692 0.00307401 0.0023733 0.00276762
threshold=0.31278000000000006 0.15049500000000002 0.13597000000000001 0.12828500000000001 0.068920000000000023 -0.26609999999999995 0.089215000000000017 0.08617000000000001 -0.073404999999999984 -0.074319999999999983 0.13251500000000002 0.085465000000000013 -0.40070499999999992 0.11839500000000001 -0.066689999999999985 0.14804000000000003 0.12198500000000001 0.11824000000000001 0.091545000000000015 -0.080934999999999993 0.090070000000000025 0.6352000000000001 0.10559 -0.42635499999999998 -0.079254999999999978 0.05680000000000001 0.08610000000000001 0.006170000000000001 -0.085764999999999994 -0.085774999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 -7 11 12 -10 15 -15 16 17 18 20 -20 21 24 -22 -18 -14 26 27 -26 -28 -30
right_child=-2 -3 -4 -5 -6 6 -8 -9 10 -11 -12 -13 13 14 -16 -17 23 -19 19 -21 22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.000412380587791135 0.00027905148398574617 -0.000295519897328978 0.00027416560035482308 -0.00031974862955394203 -0.00027644601173960838 1.3198425580674334e-05 0.00023094020313389288 -0.00031900568814624265 -0.0004331646315404214 0.00083722774738403559 -0.00051500486693435558 0.00039592167282535232 0.00040536688136247302 0.00070965988298637734 -0.00011176354829720887 -0.00059254192913483301 0.00072279972984688355 -0.00079784769337425978 1.359159068670124e-06 0.00077871944155523799 -0.00012462685629725456 -0.00088492683239151538 0.00097905618284130466 8.5819455861465871e-05 -5.0389077852286793e-05 -0.00053287490158658742 0.00096597692036690824 -0.0011535522022033827 -0.0011033148034766784 0.00016507853121240957
leaf_weight=22 21 21 38 20 20 1302 39 23 30 22 27 40 30 31 35 21 20 27 32 23 25 22 20 88 887 36 30 26 20 123
leaf_count=22 21 21 38 20 20 1302 39 23 30 22 27 40 30 31 35 21 20 27 32 23 25 22 20 88 887 36 30 26 20 123
internal_value=0 -1.89034e-06 1.12326e-07 -3.31221e-06 -1.2173e-06 6.16945e-07 -2.42394e-06 -5.51959e-06 -3.04781e-06 2.68908e-05 -2.79308e-05 -1.9533e-05 -3.0423e-05 -2.23467e-05 0.000274057 -3.60268e-05 -2.77324e-05 -4.69509e-05 -3.1037e-05 0.000326437 -4.71659e-05 -6.29989e-05 0.000365899 0.000203779 -4.73023e-05 -5.94058e-05 -4.37107e-05 -8.18045e-05 0.000157328 -1.23191e-05
internal_weight=0 3100 3079 3041 3021 3001 2979 2940 2917 1324 1593 1566 1526 1496 66 1430 1409 1301 1274 55 1219 1174 45 108 1152 1122 1086 913 173 143
internal_count=3121 3100 3079 3041 3021 3001 2979 2940 2917 1324 1593 1566 1526 1496 66 1430 1409 1301 1274 55 1219 1174 45 108 1152 1122 1086 913 173 143
is_linear=0
shrinkage=0.1


Tree=2076
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 0 1209 403 3 403 15 132 1204 12 394 1210 15 42 1213 402 401 16 403 2 16 15 52 15 15 15 15
split_gain=0.00014868 0.000275376 0.000559276 0.000280638 0.00111776 0.000401357 0.000233081 0.0013894 0.000234464 0.000202208 0.00106738 0.00406025 0.00381556 0.000950273 0.000905349 0.000384198 0.000758888 0.00104542 0.000431241 0.000815197 0.000654673 0.000366284 0.00124368 0.00284873 0.000991465 0.00101867 0.000468609 0.000389205 0.000679716 0.000849232
threshold=0.12461500000000002 0.10837500000000001 0.098655000000000007 -0.087714999999999987 -0.082724999999999979 -0.074484999999999982 -0.52641999999999989 -0.085709999999999995 -0.44023999999999991 0.085935000000000025 -0.083284999999999984 -0.080654999999999991 0.091840000000000019 0.0047000000000000011 -0.065104999999999982 0.084905000000000022 -0.019989999999999997 -0.086979999999999988 0.10708500000000001 0.093690000000000009 -0.088159999999999988 -0.084339999999999984 0.083995000000000014 -0.071854999999999988 0.088990000000000014 0.088185000000000013 0.087825000000000014 0.090455000000000021 0.091475000000000015 0.092400000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 -7 -8 15 12 -12 -11 14 -13 18 -17 -18 19 -10 -20 22 -16 -24 25 26 -23 -26 -29 -30
right_child=-2 -3 -4 5 -6 6 8 -9 9 10 11 13 -14 -15 21 16 17 -19 20 -21 -22 24 23 -25 27 -27 -28 28 29 -31
leaf_value=-0.00021536231900730251 -0.0002717783230764326 0.0003464857496589463 -0.00048167083004955206 -0.00031946485305058724 0.00078363601073977494 -0.00031600728225384956 -0.00025742572778004357 0.00076001906612267094 -4.684579266331084e-06 -0.00031162382431459805 -0.0013877032703021543 0.00050817734323441318 0.0014411186748791648 0.00067643824925956624 -0.00029907435165378343 0.00021414857130201364 -5.8358810201752931e-06 -0.0010282915871357545 -0.00073825591796776284 0.00058155528424019094 -8.9261800439999206e-06 -0.00035456783337464845 -9.6236329033760543e-05 0.0014345512870932 0.00034849318480054435 7.9760038660782755e-05 -0.00098165520241970893 -0.000548534073112976 0.00062471488794392863 -3.029334519537743e-06
leaf_weight=24 20 23 24 39 21 24 35 24 2032 27 20 38 23 24 31 22 20 20 20 24 32 26 31 20 36 33 22 21 23 342
leaf_count=24 20 23 24 39 21 24 35 24 2032 27 20 38 23 24 31 22 20 20 20 24 32 26 31 20 36 33 22 21 23 342
internal_value=0 1.75283e-06 -8.23144e-07 2.95562e-06 0.000250837 -7.51478e-07 3.43365e-06 0.000222006 -1.56862e-07 2.96209e-06 4.90032e-05 1.55974e-05 0.000494638 5.8976e-05 3.51894e-05 -1.22506e-05 -0.000257601 -0.000517064 -5.03439e-06 2.15869e-06 -0.000289438 4.46538e-06 0.000200444 0.000504073 -2.74834e-05 -0.000347939 -0.000641983 3.40259e-05 4.6974e-06 3.65272e-05
internal_weight=0 3101 3078 3054 45 3009 2970 48 2922 2887 717 667 50 647 623 2170 62 40 2108 2056 52 585 82 51 503 81 48 422 386 365
internal_count=3121 3101 3078 3054 45 3009 2970 48 2922 2887 717 667 50 647 623 2170 62 40 2108 2056 52 585 82 51 503 81 48 422 386 365
is_linear=0
shrinkage=0.1


Tree=2077
num_leaves=31
num_cat=0
split_feature=132 393 2 50 16 3 3 15 13 1213 3 51 51 51 3 51 43 51 51 130 130 12 12 2 12 12 2 2 43 160
split_gain=0.000155851 0.000632465 0.000948504 0.000398608 0.000312184 0.000939992 0.000953151 0.0007271 0.000234403 0.000234845 0.000244427 0.000173917 0.000609177 0.000594917 0.00131 0.000640748 0.00303319 0.000383512 0.000342079 0.00033724 0.000775898 0.000307887 0.00103149 0.00094789 0.000912033 0.000910135 0.00070895 0.00120905 0.000555385 0.000522245
threshold=-0.083174999999999985 0.098330000000000015 0.088055000000000008 0.09227500000000001 -0.073404999999999984 -0.065819999999999976 -0.083924999999999986 0.086885000000000004 -0.015874999999999997 0.085835000000000009 -0.08824499999999999 0.094075000000000006 0.090560000000000015 0.088210000000000011 -0.079724999999999976 0.078435000000000019 -1.0000000180025095e-35 0.012085000000000002 0.096070000000000016 -0.22562499999999999 -0.088284999999999988 0.086700000000000013 0.093965000000000007 0.085235000000000019 0.095330000000000012 0.091545000000000015 0.098260000000000014 0.11728500000000001 -1.0000000180025095e-35 -0.08538999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 -3 4 7 6 -6 8 -1 10 -10 12 13 15 -15 17 -17 19 -13 -2 -21 23 25 -20 -24 29 -25 -28 -26 -23
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 -12 18 -14 14 -16 16 -18 -19 21 20 -22 22 24 26 28 -27 27 -29 -30 -31
leaf_value=-0.00028100780468305641 -0.00038693948502085458 0.0008445225866704608 -0.00010699730366468431 -0.00041336002365325491 -1.882583906990476e-05 0.00026538248594778661 -0.0009951205278048293 0.00061874267150415115 -8.5291888681240393e-05 -0.00018364566769580256 0.00036912935967597276 0.0004417614169003924 -0.00040557620662806773 -0.00015908081860170175 0.00093333454888557931 0.00023746714064413135 -0.0012910918559230465 0.0003229769601603039 -0.00063900291752361227 0.00058892814803667456 -7.7480482544321809e-06 -0.00016459080684201225 -0.00068174185108091487 0.00046035351068337242 -0.00012865630805291323 0.00094186942391704927 -0.00066456563931401784 0.00016061253726158093 0.00046157900505932052 0.00051691255132688889
leaf_weight=29 23 22 20 31 20 26 20 20 20 27 29 23 38 23 21 34 21 36 24 22 2322 23 20 31 44 23 26 56 25 22
leaf_count=29 23 22 20 31 20 26 20 20 20 27 29 23 38 23 21 34 21 36 24 22 2322 23 20 31 44 23 26 56 25 22
internal_value=0 6.18387e-06 0.000391418 -8.07524e-05 -2.6769e-05 -0.000202712 -0.000506973 6.61289e-05 -3.91309e-05 5.31642e-05 0.000183651 5.20644e-07 -8.19558e-06 -2.16022e-06 0.000362299 -8.68431e-06 -0.000346164 -9.60044e-07 7.03604e-05 -5.88684e-06 -2.14785e-06 4.13052e-05 0.0001369 -6.82446e-05 -8.71488e-05 0.000430139 5.29784e-05 -0.000101029 8.51971e-05 0.000168589
internal_weight=0 2899 42 222 191 66 40 125 105 76 49 2857 2540 2502 44 2458 55 2403 317 2367 2344 294 157 137 89 68 113 82 69 45
internal_count=3121 2899 42 222 191 66 40 125 105 76 49 2857 2540 2502 44 2458 55 2403 317 2367 2344 294 157 137 89 68 113 82 69 45
is_linear=0
shrinkage=0.1


Tree=2078
num_leaves=31
num_cat=0
split_feature=33 9 43 9 1 121 33 9 9 2 15 49 12 52 52 403 52 0 52 1210 12 52 1210 4 13 4 49 12 484 42
split_gain=0.000141889 0.000152441 0.0010291 0.000497052 0.000268747 0.000601538 0.000256472 0.000314278 0.000439069 0.000515281 0.000208591 0.000250305 0.000225219 0.000250933 0.000744678 0.00237081 0.000635076 0.00213163 0.00162375 0.000745198 0.000744687 0.000596084 0.00070937 0.0012296 0.000500961 0.000457157 0.000455609 0.000630056 0.0011646 0.00114017
threshold=-0.018454999999999996 -0.036024999999999995 -0.074974999999999986 -0.087824999999999986 0.16540500000000002 -0.094339999999999993 0.085305000000000006 0.092235000000000011 0.085355000000000014 -1.0000000180025095e-35 0.23208000000000004 -0.18481499999999998 0.14786000000000002 0.091275000000000009 0.088185000000000013 -0.012799999999999999 0.10160000000000001 -0.070499999999999993 0.10611000000000001 -1.0000000180025095e-35 0.094435000000000005 0.087765000000000024 -0.14175499999999996 -0.079764999999999989 -0.15078499999999997 -0.082594999999999988 0.13441 0.089005000000000015 0.10455500000000001 0.088200000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 7 8 9 -7 11 -11 13 14 21 25 17 20 -18 -20 -15 22 23 -13 -21 -16 27 28 29 -26
right_child=1 4 -4 -5 -6 6 -8 -9 -10 10 -12 12 -14 16 15 -17 18 -19 19 24 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00023727839766070249 0.00040688276864015143 -0.00051021007783002344 -0.00072237862940793015 -0.00016691481028424784 0.0003500218312679367 0.00051135675137629736 -0.00031576583301648497 0.00030375481682962607 -0.00046462996815535009 -0.00029265337497204672 0.00030874210298696366 0.00098104806675110008 0.00029560049957721139 -0.00021124737890715011 0.00015946534916292876 0.00089757723019973047 0.00061186793594597251 -0.0010091666830703617 -0.00062708233864131307 0.00033811443153193549 0.00044336813036352399 -0.00052586211393299031 1.2753549871627597e-06 -0.00012782538775354623 -0.0001821756148122707 -0.00043944403385886785 0.00040636563215230132 1.9056749789299267e-05 0.0002529817181848324 -0.00082336213732233797
leaf_weight=25 26 23 22 36 22 20 25 35 20 29 22 20 26 57 25 38 39 29 22 34 25 21 1988 20 96 26 20 252 39 39
leaf_count=25 26 23 22 36 22 20 25 35 20 29 22 20 26 57 25 38 39 29 22 34 25 21 1988 20 96 26 20 252 39 39
internal_value=0 -1.91601e-06 -0.000134789 7.371e-05 1.78962e-06 -7.72621e-07 3.17651e-06 5.88676e-06 2.30045e-06 5.53516e-06 2.00659e-06 -3.65357e-07 2.64471e-06 -8.53425e-08 1.6476e-05 0.000299652 -5.43925e-05 -0.000272277 -9.6879e-06 -5.79761e-05 -1.16695e-05 4.17606e-06 9.66462e-06 0.000426611 -3.18921e-05 -0.000145861 -6.00988e-05 -8.19986e-05 -0.000228355 -0.000367407
internal_weight=0 3096 84 62 3012 2990 2967 2942 2907 2887 2867 2845 2816 2790 2138 89 652 111 541 502 82 2049 2028 40 480 51 446 426 174 135
internal_count=3121 3096 84 62 3012 2990 2967 2942 2907 2887 2867 2845 2816 2790 2138 89 652 111 541 502 82 2049 2028 40 480 51 446 426 174 135
is_linear=0
shrinkage=0.1


Tree=2079
num_leaves=31
num_cat=0
split_feature=33 9 4 2 41 42 41 97 34 41 2 43 9 43 12 43 1210 0 0 2 13 4 15 1 43 0 132 399 1204 1185
split_gain=0.000155814 0.000160129 0.00240326 0.00338616 0.000181329 0.000488787 0.000222623 0.00021526 0.000227307 0.000376488 0.000212365 0.00110082 0.000470672 0.000251967 0.00120654 0.000891081 0.000666846 0.000614195 0.000666426 0.000437349 0.00116717 0.000722342 0.000656673 0.00054025 0.00122924 0.000451204 0.000397363 0.00385956 0.00279321 0.00043368
threshold=-0.012019999999999998 0.086220000000000005 0.053180000000000012 -0.15339499999999998 0.08690500000000001 0.094165000000000013 0.079300000000000009 -0.086464999999999986 -0.084769999999999984 0.077300000000000021 -0.0091949999999999983 -0.080554999999999974 -0.036024999999999995 0.060960000000000007 0.084100000000000022 0.055925000000000009 0.15724500000000002 -0.10151999999999999 -0.09595999999999999 0.087675000000000017 -0.055129999999999992 -0.068329999999999988 -0.067579999999999987 0.094220000000000012 0.07827000000000002 -0.059114999999999994 -0.083284999999999984 0.09141500000000001 -0.081919999999999979 -0.083264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 6 -6 7 -2 -9 10 11 -10 -12 15 -15 16 26 -16 -19 23 25 -22 -23 24 -20 -21 27 -14 -28 -30
right_child=1 2 3 -5 5 -7 -8 8 9 -11 12 -13 13 14 17 -17 -18 18 19 20 21 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.00023483705564493514 -0.00031387504211372952 -0.00077479787796619348 -0.0001496974644639219 0.0015301243196881842 0.00046697803923355732 -3.8148560817614266e-05 -0.00024278145884193528 0.00032791868420428645 0.00024180890594228309 0.00043006202351534737 -0.00048523763427510858 -0.00074958998621219681 -9.2047058175975357e-05 -0.00061907726739190289 0.00038699607470976736 0.00058371475046172872 -0.00047060798869693075 -0.00050805664342381835 -0.0010029396240133794 0.00081765432138733256 0.00032029706891425406 7.0567575263946007e-05 -0.00055901168820423047 0.00013201356793207856 5.8571790699109749e-05 0.00017453390042646789 -0.00087080818144992609 0.0014519235896295868 0.00048061867183150757 1.2885218697972297e-05
leaf_weight=28 22 20 30 20 30 53 39 21 24 20 20 21 85 37 34 27 29 30 20 24 29 30 37 29 24 20 36 20 20 2242
leaf_count=28 22 20 30 20 30 53 39 21 24 20 20 21 85 37 34 27 29 30 20 24 29 30 37 29 24 20 36 20 20 2242
internal_value=0 2.12591e-06 0.000151651 0.000522231 -1.33647e-06 0.000144427 -5.45157e-06 -2.26099e-06 1.20217e-07 -2.28838e-06 -5.33525e-06 -0.000220844 -1.86303e-06 1.62326e-06 -8.27318e-05 1.23949e-05 6.05213e-06 -1.109e-05 -6.67892e-05 -4.63889e-06 9.88328e-05 -9.66436e-05 -0.000277111 -0.000203078 -0.000423933 0.000525327 1.18046e-05 0.000202043 3.11225e-06 1.70208e-05
internal_weight=0 3093 70 50 3023 83 2940 2901 2879 2858 2838 45 2793 2773 314 2459 2432 277 243 213 140 96 67 73 44 44 2403 105 2298 2262
internal_count=3121 3093 70 50 3023 83 2940 2901 2879 2858 2838 45 2793 2773 314 2459 2432 277 243 213 140 96 67 73 44 44 2403 105 2298 2262
is_linear=0
shrinkage=0.1


Tree=2080
num_leaves=31
num_cat=0
split_feature=132 393 1203 131 50 13 130 42 1213 1185 3 151 475 484 48 3 151 16 16 151 124 15 1348 3 3 3 0 16 16 1
split_gain=0.000174776 0.00054398 0.000413951 0.000214075 0.000208885 0.000322123 0.000417748 0.000461634 0.000240405 0.000201284 0.00028707 0.00017572 0.000732236 0.00100842 0.000495705 0.000694698 0.000607926 0.000367556 0.000345264 0.000259697 0.000248236 0.000502037 0.000242765 0.000312439 0.00133992 0.000670544 0.00126371 0.000729985 0.000802054 0.000548042
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 0.096845000000000014 0.090390000000000012 0.056795000000000005 0.09364500000000002 -0.015274999999999999 0.085435000000000025 0.085905000000000009 -0.087784999999999988 -0.088279999999999983 -0.085684999999999997 0.088605000000000003 0.087555000000000008 -0.082039999999999988 -0.11344499999999999 -0.008069999999999999 -0.105305 -0.08688499999999999 0.091025000000000009 -0.093959999999999988 0.087660000000000016 -0.042499999999999989 -0.049509999999999992 -0.014944999999999998 -0.060129999999999996 0.27776000000000006 0.62682500000000008 0.09202500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 5 6 7 -1 -9 11 -11 12 -2 14 15 17 -17 -14 -16 -13 22 -22 23 24 -21 26 -25 29 -29 -27
right_child=1 -3 -4 -5 -6 -7 -8 8 -10 10 -12 19 13 -15 18 16 -18 -19 -20 20 21 -23 -24 25 -26 27 -28 28 -30 -31
leaf_value=0.00039273340459630799 0.00064542021247602653 0.00051365972349664104 -0.00045248729745960898 -0.00034463779633647106 -0.00026689748733770105 0.00037300043227151038 -0.00030765511433451646 9.4197055758823739e-05 -0.00032696090208407004 2.3580717746741498e-05 0.00048217354342341425 -0.00034303256657237756 0.00024235191888311101 -0.0005701207237289055 -0.00035444905475616971 0.00022995145336608404 0.00095180958393029872 -0.00027300094952806834 7.3329221885177077e-05 -8.234868664901894e-06 -0.00061017169413389637 7.4879444297909254e-05 -0.00024899284949359034 0.00086051940392092646 -0.00077621834458588409 -0.000161500984471707 -1.6017601783938805e-05 0.00068290598750481331 -0.00011963619788730285 6.4580564532386978e-05
leaf_weight=33 21 21 27 20 25 25 36 33 23 39 21 23 31 25 29 28 20 25 54 1855 20 23 39 29 23 161 38 33 20 321
leaf_count=33 21 21 27 20 25 25 36 33 23 39 21 23 31 25 29 28 20 25 54 1855 20 23 39 29 23 161 38 33 20 321
internal_value=0 6.54857e-06 -8.5515e-05 -3.47034e-05 7.1768e-07 4.53202e-05 -2.02158e-05 9.60517e-05 -7.87785e-05 2.84832e-06 0.000184088 -1.01059e-06 8.21643e-05 2.63701e-05 0.000106115 0.000251565 0.000530726 1.22837e-05 -7.61355e-05 -8.50759e-06 -5.50443e-06 -0.000243749 -1.43754e-06 2.45547e-06 -1.76404e-05 6.51466e-05 0.000363379 2.77979e-05 0.00038006 -1.09363e-05
internal_weight=0 2899 222 195 175 150 125 89 56 2878 60 2818 233 212 187 104 48 56 83 2585 2562 43 2519 2480 1878 602 67 535 53 482
internal_count=3121 2899 222 195 175 150 125 89 56 2878 60 2818 233 212 187 104 48 56 83 2585 2562 43 2519 2480 1878 602 67 535 53 482
is_linear=0
shrinkage=0.1


Tree=2081
num_leaves=31
num_cat=0
split_feature=9 33 97 10 0 9 1 151 51 475 150 150 9 150 43 151 42 151 12 4 484 1373 457 457 1 3 16 3 13 159
split_gain=0.00015659 0.000183945 0.000172237 0.000285788 0.000708775 0.000689444 0.000563419 0.000228457 0.000865491 0.00217619 0.0020946 0.000968795 0.00068341 0.000604349 0.000805847 0.000405 0.000365116 0.000372626 0.000511684 0.000297142 0.00243073 0.000302477 0.000762462 0.000597716 0.000281003 0.000307174 0.00129842 0.00115566 0.000776808 0.000693945
threshold=0.10860500000000002 0.090175000000000019 -0.086464999999999986 0.0036750000000000007 -0.080119999999999983 0.088235000000000022 0.10727500000000002 -0.085134999999999975 -0.085734999999999992 -0.085774999999999976 0.10874500000000002 0.10335500000000002 -0.036024999999999995 0.084495000000000015 -0.081454999999999986 -0.083969999999999975 0.086555000000000007 -0.090769999999999976 0.083715000000000026 0.53859500000000016 0.090535000000000018 1.0000000180025095e-35 -0.085769999999999999 0.31508000000000008 0.15618500000000002 -0.0043399999999999992 -0.5335399999999999 -0.0087149999999999988 -0.15416999999999995 0.10545500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 -6 8 -4 -10 11 13 -9 16 -15 -14 17 -11 -19 21 -21 23 -23 24 25 27 -27 28 -17 -28
right_child=-2 -3 3 4 6 -7 -8 12 9 10 -12 -13 15 14 -16 19 -18 18 -20 20 -22 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.00028562996317521626 -0.00025996288193551743 0.00027770129072450799 0.00059361831925343724 0.00065514535298975916 -0.00040018868693594075 -0.00058789939183043324 0.00034143428201787178 -0.0004535314305565621 -0.00086117785284295682 -6.7939689068507374e-05 0.00098560719145461919 -0.00064408203295897694 -0.00039504267389509968 0.000804761036488344 -6.4779427484609197e-06 -0.00047829579775947529 -0.00029649256283716699 0.00064210177912503831 -4.8001631096537622e-05 0.0010685682791518047 -0.00043881339203993695 -0.0001483686015252834 0.0006750866721796973 -0.00046681221655100151 -0.00032923344859647421 -0.000604163421667181 0.00019619063585558775 -0.00063980743871070453 3.6097768196182765e-06 -0.00028213661203421107
leaf_weight=21 23 24 30 23 21 20 20 34 25 71 25 20 26 24 25 34 35 22 21 20 23 23 22 28 26 25 281 29 2066 34
leaf_count=21 23 24 30 23 21 20 20 34 25 71 25 20 26 24 25 34 35 22 21 20 23 23 22 28 26 25 281 29 2066 34
internal_value=0 1.93e-06 -2.23059e-07 1.74011e-06 0.000210829 -2.73688e-06 -3.84214e-05 1.20494e-06 8.42524e-05 2.72338e-05 0.000118634 1.92107e-05 -8.06055e-06 8.62099e-05 0.000390864 -2.3169e-06 -1.39782e-05 7.27587e-05 0.000305075 1.59381e-06 0.000262294 -2.7715e-06 0.00025421 -7.35499e-06 -2.19876e-06 1.24511e-06 8.95083e-05 -1.28505e-05 -4.1925e-06 0.000144562
internal_weight=0 3098 3074 3053 64 2989 41 2969 298 268 243 218 2671 198 49 2637 149 114 43 2611 43 2568 45 2523 2495 2469 340 2129 2100 315
internal_count=3121 3098 3074 3053 64 2989 41 2969 298 268 243 218 2671 198 49 2637 149 114 43 2611 43 2568 45 2523 2495 2469 340 2129 2100 315
is_linear=0
shrinkage=0.1


Tree=2082
num_leaves=31
num_cat=0
split_feature=448 0 15 14 2 142 3 3 3 4 52 52 12 160 12 52 1209 16 3 43 132 4 1211 16 1213 15 130 15 16 43
split_gain=0.000168813 0.000331438 0.00111449 0.00018852 0.000929006 0.000848385 0.000547487 0.000219271 0.00159805 0.00486585 0.000808411 0.00250978 0.0010741 0.00191357 0.00107943 0.0009877 0.0011084 0.000633989 0.00185877 0.00275843 0.00110538 0.0055349 0.00375424 0.00136927 0.000720417 0.000676363 0.000659598 0.000845956 0.000698813 0.000613115
threshold=0.068920000000000023 -0.24955499999999997 -0.10324499999999999 0.078235000000000013 0.082850000000000021 -0.057499999999999989 -0.14989499999999997 -0.081054999999999974 -0.080634999999999984 -0.077679999999999985 0.10611000000000001 0.098380000000000009 0.089085000000000011 -1.0000000180025095e-35 0.091545000000000015 0.092650000000000024 -0.087714999999999987 -0.088159999999999988 -0.082334999999999978 -0.0047449999999999992 -0.083284999999999984 -0.082349999999999993 0.091735000000000011 -0.086989999999999984 -0.0086699999999999989 0.084840000000000013 -0.0089599999999999975 0.086195000000000008 -0.083134999999999987 -0.15879999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3 -6 10 9 -9 11 15 13 -12 -14 16 -7 18 24 -20 21 25 23 -22 -18 -19 27 -25 -28 -26
right_child=-2 3 -4 4 6 7 -8 8 -10 -11 12 -13 14 -15 -16 -17 17 20 19 -21 22 -23 -24 26 29 -27 28 -29 -30 -31
leaf_value=-0.0001942352895487905 -0.00028959519331692721 0.00062093454603613782 0.00080330213393262117 -0.00064906708038716505 0.00036214585096815664 0.0006555013033432951 -0.00021891727800025631 -0.0018038967001484708 -8.82318846119929e-06 0.00014149558571969261 -0.00014657177180468816 0.00097274111542682137 0.00072172654909081764 -0.0012037364278828888 -0.00011992328112455653 -0.00057821394204018777 -0.00038296886434016582 9.5756033351790401e-05 4.3339278225017633e-06 0.0015895328345885947 -0.00078584514148215842 0.0016932087926596234 -0.0013610929738552798 2.3190141928353117e-05 -0.00039508087385911497 -0.00063461469558422415 -0.00059359983031754388 0.00082872508395336227 5.4304423899219819e-06 0.00019301771237270518
leaf_weight=24 20 22 21 26 31 29 34 20 1443 36 67 29 20 23 64 26 33 32 23 21 22 22 21 32 20 21 20 22 741 156
leaf_count=24 20 22 21 26 31 29 34 20 1443 36 67 29 20 23 64 26 33 32 23 21 22 22 21 32 20 21 20 22 741 156
internal_value=0 1.86776e-06 0.000271282 -2.0994e-06 -0.000143873 2.25182e-06 5.82051e-05 -2.37306e-06 -2.91634e-05 -0.000553287 2.54377e-05 5.31329e-05 -0.000176706 -0.000416736 8.04695e-05 3.16433e-05 4.46938e-05 2.97583e-05 0.000170162 0.000760906 -8.31476e-06 0.000359838 -4.0496e-05 -7.36272e-06 4.57951e-05 -0.000193636 1.36515e-05 0.000351371 -1.03128e-05 0.000126188
internal_weight=0 3101 45 3056 91 2965 65 2943 1499 56 1444 1270 174 90 84 1241 1215 1186 253 44 933 75 858 837 209 53 815 54 761 176
internal_count=3121 3101 45 3056 91 2965 65 2943 1499 56 1444 1270 174 90 84 1241 1215 1186 253 44 933 75 858 837 209 53 815 54 761 176
is_linear=0
shrinkage=0.1


Tree=2083
num_leaves=31
num_cat=0
split_feature=132 132 1203 1213 42 42 42 2 402 12 42 2 2 42 16 403 42 1208 2 2 1213 52 16 13 160 2 0 160 160 1
split_gain=0.000209269 0.000466373 0.000365635 0.000228062 0.000687998 0.000975242 0.00164467 0.00173378 0.000289801 0.00105145 0.000269479 0.00064882 0.00150927 0.00049047 0.000471235 0.000284221 0.00184065 0.000696939 0.000205163 0.000927508 0.00239842 0.00207782 0.000962147 0.00116124 0.000765285 0.000746618 0.00073684 0.000549746 0.00117418 0.000475303
threshold=-0.083174999999999985 -0.050879999999999988 0.089005000000000015 0.093235000000000026 -0.088934999999999986 -0.067534999999999998 0.089905000000000013 0.086000000000000007 -0.43418999999999991 0.096990000000000007 0.120215 0.09358000000000001 0.13501500000000002 0.11747 -0.08231999999999999 -0.54856499999999986 0.11551500000000002 0.098655000000000007 0.085155000000000022 0.083995000000000014 -0.088159999999999974 0.08709500000000002 -0.091114999999999988 -0.084419999999999981 -0.53908999999999996 0.08542000000000001 -0.26609999999999995 -0.55248999999999981 -0.52954999999999985 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 8 -5 -6 -7 -8 9 -3 13 -12 -13 15 -14 -10 17 18 19 24 -21 22 -22 -24 -17 -20 -27 -28 -29 -26
right_child=1 3 -4 4 5 6 7 -9 10 -11 11 12 14 -15 -16 16 -18 -19 25 20 21 -23 23 -25 29 26 27 28 -30 -31
leaf_value=-4.5819229334227156e-05 0.00042083473289730375 8.0172503620792087e-05 -0.00043846517391675326 -0.00037883088542995129 0.0007974053691820397 -0.00052101305879962941 0.0010630395040567711 -6.7978605952565419e-05 -0.000268461109431556 -0.00081164012910448955 -0.00019738892167677275 0.00095540942903608091 0.00036145310573787855 -0.00046444929447834907 -0.00024787133646896113 -0.00045587234801334694 0.00089405875136751843 -0.00057830451973824807 -0.00056281493388814858 -0.00057316561039813139 0.00079498821499080158 0.0012059263591975746 -0.00053934973558645422 0.00035238950113125611 0.00010061514571667248 -0.00055069224932231017 -0.00046868060913402595 0.00059412902769646761 -8.841851035371952e-06 -6.8624467651275464e-05
leaf_weight=195 27 39 27 22 24 30 23 33 39 20 36 25 22 23 30 36 23 21 25 27 22 29 23 40 338 25 25 33 1513 326
leaf_count=195 27 39 27 22 24 30 23 33 39 20 36 25 22 23 30 36 23 21 25 27 22 29 23 40 338 25 25 33 1513 326
internal_value=0 7.16567e-06 -9.35735e-05 3.27672e-06 0.000131664 0.000233763 7.64677e-05 0.000396547 -2.90837e-06 -0.000222137 1.91613e-06 0.000153054 0.000316897 -4.73439e-06 9.91977e-06 -5.79794e-07 3.58915e-06 -4.65926e-06 2.33733e-07 4.03111e-05 0.000274303 0.000475019 0.00022565 2.68339e-05 -6.82152e-06 -2.0559e-05 -1.2065e-05 -3.49362e-06 4.02881e-06 1.75246e-05
internal_weight=0 2899 222 2872 132 110 86 56 2740 59 2681 113 77 2568 52 2545 2506 2483 2462 841 141 114 85 63 700 1621 1596 1571 1546 664
internal_count=3121 2899 222 2872 132 110 86 56 2740 59 2681 113 77 2568 52 2545 2506 2483 2462 841 141 114 85 63 700 1621 1596 1571 1546 664
is_linear=0
shrinkage=0.1


Tree=2084
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1201 130 40 120 33 4 9 4 42 403 51 16 402 0 43 52 124 133 43 133 52 132 131 13 52 2 2
split_gain=0.000169507 0.000437323 0.000296164 0.000189474 0.000178368 0.000286211 0.000442978 0.000248212 0.000201302 0.000729364 0.000714601 0.00137185 0.00176634 0.00172647 0.00259645 0.000548576 0.000448024 0.000453467 0.000533991 0.000536645 0.00041241 0.00102398 0.000622012 0.000726824 0.00051988 0.00083353 0.000714853 0.000573934 0.00041762 0.0010719
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.080364999999999978 -0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.012019999999999998 0.24564500000000003 0.085555000000000006 0.076415000000000025 0.091465000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.43320999999999993 0.089220000000000008 -0.26343999999999995 -0.11278499999999998 0.23925500000000002 1.0000000180025095e-35 -0.0061299999999999992 0.084740000000000024 -0.0089749999999999986 0.084735000000000019 0.092605000000000007 0.097925000000000012 -0.067149999999999987 0.086040000000000019 0.10912000000000001 0.10613000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 7 -7 9 10 20 12 -12 -14 -15 16 -10 -18 19 -19 22 24 -9 -24 28 26 -26 -27 29 -22
right_child=1 3 -4 4 5 6 -8 8 15 -11 11 -13 13 14 -16 -17 17 18 -20 -21 21 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=-4.1237306521417432e-05 0.00046113615285971069 0.00023110783788272079 -0.00039461852629082625 0.00028387821829793132 -0.00037891816667979584 -0.00030453978591443351 0.00044768123321277517 3.8202971008751714e-05 -0.00040506645746063441 0.00058397441528293046 -0.00036577570484951143 -0.00021845507752408998 6.2882675914666982e-05 0.00027511447111464802 0.0018494184705725111 -0.00052062000916339461 -0.00034592831179104585 0.00013243319621841662 -0.00037410196891869419 -0.00036428919484023938 -4.0174824582857526e-05 -0.00055958532308674576 2.2178859508130701e-05 0.00087471873650656572 0.00013724157834076324 -0.00031980606808377035 0.00090258392080178735 0.00031511141569353642 8.6329908891499179e-05 -0.0005315765238502418
leaf_weight=195 21 36 27 22 20 27 22 486 30 22 20 45 26 20 22 25 34 232 28 24 1268 36 20 20 26 35 23 24 239 46
leaf_count=195 21 36 27 22 20 27 22 486 30 22 20 45 26 20 22 25 34 232 28 24 1268 36 20 20 26 35 23 24 239 46
internal_value=0 6.44912e-06 -8.42161e-05 3.13139e-06 2.43581e-07 -1.96917e-06 7.23321e-07 -2.8163e-06 1.44997e-07 1.08584e-05 5.50671e-06 0.000230665 0.000460329 0.000703301 0.00109975 -6.81564e-05 -3.56519e-05 -8.01437e-07 4.05166e-05 8.58655e-05 -7.96431e-06 -3.19442e-05 6.94004e-05 0.000448449 -2.05082e-05 0.00019164 0.000496484 -6.15345e-05 -3.52617e-05 -5.73776e-05
internal_weight=0 2899 222 2878 2842 2820 2800 2778 2751 2378 2356 133 88 68 42 373 348 318 284 256 2223 1697 526 40 1661 108 49 59 1553 1314
internal_count=3121 2899 222 2878 2842 2820 2800 2778 2751 2378 2356 133 88 68 42 373 348 318 284 256 2223 1697 526 40 1661 108 49 59 1553 1314
is_linear=0
shrinkage=0.1


Tree=2085
num_leaves=31
num_cat=0
split_feature=33 9 0 34 34 33 9 4 45 150 16 150 13 12 1375 0 147 447 4 156 156 156 11 1428 4 3 1 15 0 150
split_gain=0.000190484 0.000218833 0.000441348 0.000365775 0.000371679 0.000348103 0.00020876 0.000276866 0.000231514 0.000164068 0.000897763 0.000299523 0.00129305 0.000507093 0.000430619 0.000330909 0.000213652 0.000385737 0.000270991 0.000269453 0.00178776 0.00120372 0.000570107 0.00137337 0.000574541 0.000877378 0.000495149 0.000442998 0.000374546 0.000365141
threshold=-0.018454999999999996 0.091905000000000014 -0.0058249999999999994 -0.097449999999999981 -0.084564999999999987 0.078905000000000017 -0.036024999999999995 0.62736500000000006 0.094030000000000016 0.12820000000000001 -0.071854999999999988 0.10980500000000001 -0.079969999999999986 0.083815000000000014 -0.15308499999999997 -0.24955499999999997 0.094075000000000006 0.086765000000000023 0.51388000000000011 0.087575000000000014 0.086860000000000007 0.088080000000000006 0.090070000000000025 0.081935000000000022 -0.50052499999999989 -0.10831999999999999 0.10325000000000002 -0.047714999999999987 -0.084269999999999984 0.10194500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 9 11 -11 14 13 -13 -8 -16 17 18 19 20 29 -21 23 24 -23 -26 27 -27 -29 -17
right_child=1 2 -4 4 5 -7 7 -9 -10 10 -12 12 -14 -15 15 16 -18 -19 -20 21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0002749240676057525 0.00042753464520501445 -0.00047634479815314993 0.00010172426466306206 -0.00037089486938418344 -0.00023725060226924318 0.00038933762394742152 0.00040912464565525839 0.00028547813906377138 -0.00025718431720244035 0.0006984114114311524 -0.0001724816846725499 0.00051720733555901623 -0.00061825040918213412 -0.00015433685899631162 0.00039562479249157369 -7.7290492501652931e-06 -0.0002776707030274598 0.0003627275045173833 -0.00036177536073539939 0.00083948894898639998 -0.00095355055542313506 0.00045454375324291456 0.00047780649161163291 -0.00063533872594088016 -0.00060074357925692492 0.000186843477064846 0.00044519235570107652 8.7290229437542166e-05 -0.00043890596528898081 0.00042141216516029096
leaf_weight=25 20 28 25 27 37 23 26 34 35 20 29 22 38 23 21 2294 28 29 21 20 20 34 26 31 21 58 31 24 31 20
leaf_count=25 20 28 25 27 37 23 26 34 35 20 29 22 38 23 21 2294 28 29 21 20 20 34 26 31 21 58 31 24 31 20
internal_value=0 -2.21999e-06 -0.000203671 1.28868e-06 -1.53134e-06 1.79737e-06 -1.20075e-06 1.77399e-06 -1.5499e-06 1.57085e-06 0.000182985 -1.58361e-06 -0.000188731 0.000173974 4.09582e-06 2.08503e-07 -2.88069e-06 1.18396e-08 -3.98617e-06 -1.1074e-06 -1.21565e-05 9.23293e-05 3.39574e-05 -1.62168e-05 8.02293e-05 3.09788e-06 9.11581e-05 -5.96635e-06 -0.000209293 -4.01996e-06
internal_weight=0 3096 53 3043 3023 2996 2973 2936 2902 2867 49 2818 83 45 2735 2709 2688 2660 2631 2610 2334 276 256 230 199 165 144 113 55 2314
internal_count=3121 3096 53 3043 3023 2996 2973 2936 2902 2867 49 2818 83 45 2735 2709 2688 2660 2631 2610 2334 276 256 230 199 165 144 113 55 2314
is_linear=0
shrinkage=0.1


Tree=2086
num_leaves=31
num_cat=0
split_feature=481 1447 13 2 15 1456 1456 403 403 1208 1208 403 160 484 1456 16 154 1428 471 1447 1446 481 43 1447 1447 471 15 42 133 1209
split_gain=0.00017722 0.00175068 0.00212851 0.00269031 0.00060608 0.000326754 0.000912155 0.000544737 0.000539671 0.000577064 0.00149389 0.000880077 0.000431727 0.000442264 0.000780511 0.000465227 0.000216727 0.000474934 0.000384226 0.000312793 0.000483904 0.00032752 0.00125803 0.000356023 0.000520024 0.000326162 0.000637745 0.000266124 0.00139678 0.000639044
threshold=-0.086484999999999992 -0.085684999999999997 -0.081224999999999978 0.085515000000000022 0.087485000000000021 0.085790000000000019 0.08814000000000001 -0.55327499999999985 -0.54856499999999986 0.099975000000000008 0.11332500000000002 -0.52800499999999995 0.010565000000000001 -0.077314999999999981 0.11510000000000002 -0.018494999999999998 0.085530000000000009 -0.020064999999999996 0.093985000000000013 -0.086304999999999979 0.085345000000000018 -0.073474999999999985 -0.011694999999999999 -0.080594999999999986 -0.010529999999999999 0.086855000000000016 -0.07879499999999999 -0.16797499999999996 0.089405000000000012 -0.067109999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 7 -7 -2 -9 11 -11 -10 13 15 -15 -8 17 -13 19 20 -19 22 -21 -23 -25 27 -27 28 -26 -29
right_child=5 2 4 -5 -6 6 12 8 9 10 -12 16 -14 14 -16 -17 -18 18 -20 21 -22 23 -24 24 25 26 -28 29 -30 -31
leaf_value=0.00071282789801313951 0.00048737476058506775 -0.0014295243404506307 8.3617866039276126e-07 0.00017116385861299933 0.00077934735571034259 -0.00074453098985197196 -9.4258830649778254e-05 -0.00049461661044254224 -0.00053337458690117694 0.00093307207161674548 -0.00015460823882936634 -0.00036594638609260854 -0.00046901087829610334 -0.00044790588144678624 0.00032748712436018865 0.00054726034795749001 0.00033043624367564919 7.190562221997728e-06 0.00037331711791921407 0.00072273212904942091 -0.00062783155968645595 -0.00032109074852675859 -0.00020927603754292555 0.00050022590384330779 8.8802365663858454e-05 -0.00064877588711996482 0.00012166078092940595 0.00035462442333568416 -0.00085158415498550648 3.4322732426674394e-06
leaf_weight=35 23 21 20 21 20 22 20 22 31 23 28 35 20 34 21 26 20 30 28 28 20 34 30 21 56 22 21 53 22 2314
leaf_count=35 23 21 20 21 20 22 20 22 31 23 28 35 20 34 21 26 20 30 28 28 20 34 30 21 56 22 21 53 22 2314
internal_value=0 0.000120744 -0.000131974 -0.00062918 0.000390092 -4.70276e-06 -0.000152223 2.67067e-06 -1.25752e-06 2.59685e-06 0.000335914 -3.55114e-06 -4.45305e-05 3.9525e-05 -0.000151847 0.000268339 2.45637e-06 3.94183e-08 4.82087e-06 9.28791e-07 -0.000246818 5.69133e-06 0.000240659 3.32254e-07 4.68793e-06 5.05331e-07 -0.000272516 5.30693e-06 -0.000176435 1.12959e-05
internal_weight=0 117 82 42 40 3004 143 2861 2838 2816 51 2765 121 101 55 46 2734 2714 2679 2651 50 2601 58 2543 2509 2488 43 2445 78 2367
internal_count=3121 117 82 42 40 3004 143 2861 2838 2816 51 2765 121 101 55 46 2734 2714 2679 2651 50 2601 58 2543 2509 2488 43 2445 78 2367
is_linear=0
shrinkage=0.1


Tree=2087
num_leaves=31
num_cat=0
split_feature=153 473 3 52 1 475 0 1 447 147 147 3 403 403 16 16 401 15 401 3 4 52 3 2 50 132 394 1 42 42
split_gain=0.000165074 0.000170847 0.000199883 0.000462301 0.000616369 0.000448487 0.000254889 0.00128067 0.000296221 0.000317426 0.000399089 0.000240791 0.00144196 0.000672484 0.00324713 0.00110947 0.000785189 0.00119908 0.000591116 0.000570555 0.00226122 0.00375397 0.00115421 0.000766773 0.000970084 0.00056014 0.00395005 0.00335761 0.000532597 0.000744006
threshold=0.086100000000000024 -0.07576999999999999 -0.24210499999999999 0.0031350000000000002 0.10337500000000001 0.12927000000000002 -0.24955499999999997 0.10781 0.094580000000000011 0.092070000000000013 0.090335000000000013 -0.081054999999999974 -0.53762499999999991 -0.5335399999999999 -0.079504999999999978 -0.071359999999999993 0.10022000000000002 0.085315000000000016 0.091505000000000017 -0.079864999999999978 -0.078629999999999992 0.086635000000000004 -0.080734999999999987 0.09167500000000002 0.082190000000000013 -0.083284999999999984 0.10969000000000002 0.082535000000000011 0.11839500000000001 0.11603500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -4 9 10 11 13 -13 14 -8 -16 18 -18 25 20 21 -14 -22 24 -24 27 -27 -15 29 -21
right_child=-2 2 5 -5 -6 -7 8 -9 -10 -11 -12 12 19 16 15 -17 17 -19 -20 28 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00029330968405702154 -0.00026691254258722716 0.00076804036041721712 0.00063685673279299717 -0.00021788566940813327 9.9897389935160228e-07 -0.0004534213525899263 0.0013055744150693976 -0.0003962103827143437 -0.00036153288510040911 0.00029385827413837739 -0.00045008288952885778 -0.00085296979384674211 -0.0018147326351027006 -4.1665800345959376e-05 -0.00068418148910582427 0.00027735807192844471 -0.00088841660472098742 6.7141169585801402e-05 0.00048163549571264802 -5.534724700402006e-06 0.00060698685127944278 9.9580335899233997e-05 0.00053561593440067752 -0.00062087429881406333 -0.00038283468102631366 2.1788773681696781e-05 -0.0013959157855424566 0.001403418257541489 0.0002264127023019163 -0.00060603382700632905
leaf_weight=20 23 20 30 20 22 22 23 20 23 36 20 21 20 82 21 28 24 29 28 1179 27 21 23 24 23 1133 20 20 98 21
leaf_count=20 23 20 30 20 22 22 23 20 23 36 20 21 20 82 21 28 24 29 28 1179 27 21 23 24 23 1133 20 20 98 21
internal_value=0 1.98161e-06 8.86364e-08 0.000177824 0.000366257 -3.56507e-06 -2.59512e-07 0.00022363 -4.06198e-06 -1.24725e-06 -4.92968e-06 -1.82215e-06 -3.03211e-05 2.76686e-05 0.000325367 -0.00013473 1.1625e-05 -0.000365564 2.72065e-05 -1.82908e-05 -0.000211608 -0.000834231 5.15632e-05 -0.000162672 7.63906e-05 1.70678e-05 -2.80281e-06 0.000241684 2.26217e-06 -1.60435e-05
internal_weight=0 3098 3078 62 42 3016 2994 50 2944 2921 2885 2865 1457 1408 72 49 1336 53 1283 1436 138 41 97 70 46 1255 1153 102 1298 1200
internal_count=3121 3098 3078 62 42 3016 2994 50 2944 2921 2885 2865 1457 1408 72 49 1336 53 1283 1436 138 41 97 70 46 1255 1153 102 1298 1200
is_linear=0
shrinkage=0.1


Tree=2088
num_leaves=31
num_cat=0
split_feature=1456 132 132 12 3 16 130 1446 1213 4 2 3 133 3 3 4 157 16 481 402 12 1209 3 403 1210 43 1211 16 0 13
split_gain=0.000158756 0.0001615 0.00042632 0.000265776 0.000525013 0.000684698 0.000438641 0.000189724 0.000169628 0.000706416 0.0014136 0.0011181 0.000751433 0.000225914 0.00103866 0.00159329 0.00121939 0.00108291 0.000862998 0.00230074 0.0015951 0.000805969 0.000802614 0.00060662 0.000491905 0.000642484 0.000500165 0.000592977 0.000470103 0.00140095
threshold=0.12676500000000004 -0.083174999999999985 -0.050879999999999988 0.088365000000000013 -0.073309999999999986 -0.073404999999999984 0.096010000000000012 0.11787500000000002 0.093235000000000026 -0.081114999999999979 0.084415000000000004 -0.081644999999999981 -0.040449999999999993 -0.082234999999999989 -0.082879999999999995 -0.081224999999999978 -0.078754999999999978 -0.021269999999999997 -0.086729999999999988 0.10874500000000002 0.083715000000000026 -0.080689999999999984 -0.082094999999999987 -0.52641999999999989 -0.049339999999999995 -0.0043399999999999992 0.08517000000000001 -0.070454999999999976 0.10455500000000001 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -6 8 13 10 -10 -11 -13 14 18 -16 -17 -18 20 23 -4 -15 -23 -20 25 -24 28 -28 -26 -30
right_child=-2 2 7 4 6 -7 -8 -9 9 11 -12 12 -14 21 15 16 17 -19 19 -21 -22 22 24 -25 26 -27 27 -29 29 -31
leaf_value=3.6519587121557169e-05 -0.0002370444543755314 0.00040398862340090868 -0.00026761391462059697 -9.9639384394609621e-05 -0.00030427985835731743 -0.00075825558613157936 0.0002838967924617464 0.00027363854729068969 0.00046789811749476941 0.00094373198080575102 -0.00061745978076942264 0.00044340862941074499 -0.00025322666069769187 -0.00054139238161345332 0.0011099693632180183 0.00081522625474462996 0.00025526696791578282 -0.00059216493740677834 0.00040012532377467751 -0.00084065675259670106 0.0009016726186798354 -0.00055829107554422489 0.00072153610942353105 -7.5884486542908361e-06 3.3661272463005305e-06 -2.8756099985912447e-05 -0.0007178615268044683 8.9341507797750328e-07 -0.00095583592541515828 0.00013208141939810895
leaf_weight=104 28 27 20 38 21 27 32 26 20 20 30 30 32 30 21 20 38 25 38 33 28 27 21 920 1345 25 22 24 20 29
leaf_count=104 28 27 20 38 21 27 32 26 20 20 30 30 32 30 21 20 38 25 38 33 28 27 21 920 1345 25 22 24 20 29
internal_value=0 2.14589e-06 8.50003e-06 -8.00286e-05 -0.000182749 -0.000373218 5.08457e-05 4.74539e-06 2.26447e-06 0.000112938 -0.000183317 0.000293581 8.38549e-05 -3.17443e-06 3.05216e-05 0.000331826 0.000134946 -8.10155e-05 3.62148e-07 -1.96955e-05 0.00041447 -2.81353e-05 -1.79583e-05 8.58391e-06 -8.14069e-06 0.000313769 -1.84239e-05 -0.000342859 -7.71802e-06 -0.000311966
internal_weight=0 3093 2871 222 118 65 53 2844 2818 132 50 82 62 2686 1143 104 83 63 1039 991 48 1543 1513 958 1486 46 1440 46 1394 49
internal_count=3121 3093 2871 222 118 65 53 2844 2818 132 50 82 62 2686 1143 104 83 63 1039 991 48 1543 1513 958 1486 46 1440 46 1394 49
is_linear=0
shrinkage=0.1


Tree=2089
num_leaves=31
num_cat=0
split_feature=33 9 3 34 34 9 10 2 2 149 43 1375 43 43 13 13 43 1374 1373 457 1 1 0 0 2 1 4 16 403 52
split_gain=0.000162677 0.000180458 0.000420922 0.000289512 0.00031257 0.000320807 0.000163101 0.000305769 0.000243558 0.000242387 0.000175086 0.000970386 0.0011327 0.000702778 0.000665716 0.00156535 0.000783836 0.000642852 0.0013673 0.000579924 0.000533121 0.000973482 0.000748285 0.000649997 0.000669989 0.00182485 0.000916323 0.000820208 0.000694866 0.00064577
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 -0.097449999999999981 -0.084564999999999987 0.082870000000000013 -0.40288499999999994 0.31098000000000003 0.17025000000000004 0.10022500000000002 -0.082389999999999977 -0.15308499999999997 -0.08287499999999999 -0.082144999999999982 -0.085384999999999975 -0.08645499999999999 -0.085594999999999991 0.088460000000000011 1.0000000180025095e-35 0.085130000000000025 0.10658000000000002 0.094090000000000021 -0.026509999999999995 -0.014954999999999998 0.084305000000000005 0.076935000000000017 -0.08835999999999998 -0.077589999999999978 0.085640000000000008 0.084505000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 9 10 11 -8 14 -12 15 16 -13 18 -15 20 21 23 -22 24 25 -16 29 -27 -28 -26
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leaf_weight=22 20 21 32 27 25 21 24 23 20 23 21 84 21 2055 21 22 30 34 24 25 48 35 25 36 23 20 252 45 20 22
leaf_count=22 20 21 32 27 25 21 24 23 20 23 21 84 21 2055 21 22 30 34 24 25 48 35 25 36 23 20 252 45 20 22
internal_value=0 -1.9236e-06 -0.000184862 1.2595e-06 -1.24689e-06 1.80264e-06 -9.43867e-07 -3.09716e-06 -2.46177e-07 -2.63638e-06 -6.03657e-08 4.1397e-05 2.07994e-05 -1.4689e-05 -6.68374e-07 -0.000199533 -5.04952e-05 -8.96795e-06 -1.91424e-06 4.6614e-05 2.5088e-05 -1.36549e-05 0.000276651 2.68099e-05 -9.55838e-06 0.000237991 -7.67169e-05 -2.38374e-05 -7.56302e-06 -0.000494714
internal_weight=0 3099 53 3046 3026 2999 2978 2953 2930 2910 2887 753 729 2134 708 136 114 2113 2079 572 547 474 73 439 403 86 317 65 272 45
internal_count=3121 3099 53 3046 3026 2999 2978 2953 2930 2910 2887 753 729 2134 708 136 114 2113 2079 572 547 474 73 439 403 86 317 65 272 45
is_linear=0
shrinkage=0.1


Tree=2090
num_leaves=31
num_cat=0
split_feature=1209 1208 2 402 1209 1209 1209 1205 106 34 34 1 30 9 9 9 120 40 15 132 13 400 12 12 13 159 0 13 1213 13
split_gain=0.000153537 0.000199071 0.000738273 0.000214465 0.00104043 0.000265696 0.000339256 0.000163481 0.000146836 0.000439023 0.000723338 0.00042113 0.000220919 0.000210975 0.00090283 0.000728752 0.000162256 0.000406971 0.00017087 0.000923912 0.00398021 0.00324748 0.000542459 0.00133622 0.00350309 0.00157582 0.00131967 0.000639537 0.000462881 0.000422062
threshold=0.14268500000000003 0.10383000000000002 0.090935000000000016 0.2506000000000001 -0.092099999999999987 -0.084519999999999984 -0.067109999999999989 1.0000000180025095e-35 0.085275000000000004 -0.081364999999999993 -1.0000000180025095e-35 0.10708500000000001 0.085875000000000021 0.092235000000000011 0.085355000000000014 0.10629500000000001 0.093680000000000013 -0.24134999999999998 0.085935000000000025 -0.083284999999999984 -0.01163 -0.082199999999999981 0.083715000000000026 0.086345000000000019 -0.085584999999999981 -0.017094999999999996 -0.086554999999999979 -0.094514999999999988 0.12439000000000001 -0.081829999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7 8 9 11 -11 -8 -10 14 16 -15 17 -12 28 20 -20 -21 26 24 -24 -26 -23 -25 -19 -29
right_child=-2 2 -4 -5 5 6 7 -9 12 10 13 -13 -14 15 -16 -17 -18 18 19 21 -22 22 23 27 25 -27 -28 29 -30 -31
leaf_value=0.0006596098469647889 0.0002632441983388906 -0.00058698956369577604 0.00023565899296954741 -0.00026488420243064566 -0.00029754114793225506 0.00033613622867657497 -0.00065635830047540379 -0.00027987056826185878 0.00042651317518902941 0.00051675594187583094 0.00043900502939885929 -1.5185159732243934e-05 1.7727552226577432e-05 0.00063564856252577601 -0.00065990377278510662 -0.00019744763572123789 -0.00027218288450967524 -1.3008308553211728e-05 0.0012769249818693088 -0.0010878450796903613 -0.00051323547149481987 0.00013157823097794695 0.0015068952823639849 -0.00041098169848473553 -0.00056607539199831085 0.00059225456434828432 -0.00070210132511302592 0.00026244142453757071 -0.00047428700967099176 1.341020353874512e-05
leaf_weight=24 22 24 20 30 30 30 20 21 20 27 21 21 39 21 21 21 22 1947 27 26 23 49 23 31 24 23 31 83 22 378
leaf_count=24 22 24 20 30 30 30 20 21 20 27 21 21 39 21 21 21 22 1947 27 26 23 49 23 31 24 23 31 83 22 378
internal_value=0 -1.86879e-06 -0.000213058 1.17289e-06 3.81147e-06 -1.43316e-06 1.55682e-06 -1.8561e-06 1.43323e-07 -3.07694e-06 1.64643e-06 -0.000327953 0.000156299 -3.33315e-06 -6.72908e-06 0.0002191 -1.70466e-06 4.92723e-07 -2.93443e-06 3.88255e-05 0.000453451 7.7906e-06 5.21621e-05 8.68432e-05 0.000495638 7.66927e-07 -0.000191473 2.86814e-05 -1.81623e-05 5.82466e-05
internal_weight=0 3099 44 3055 3025 3001 2971 2941 2920 2861 2820 41 59 2793 2751 42 2730 2708 2687 718 50 668 642 562 70 47 80 492 1969 461
internal_count=3121 3099 44 3055 3025 3001 2971 2941 2920 2861 2820 41 59 2793 2751 42 2730 2708 2687 718 50 668 642 562 70 47 80 492 1969 461
is_linear=0
shrinkage=0.1


Tree=2091
num_leaves=31
num_cat=0
split_feature=400 130 130 400 1213 43 400 15 400 3 132 131 4 402 16 43 401 1209 16 1209 15 403 47 47 45 11 4 4 2 15
split_gain=0.000167509 0.000832024 0.00102595 0.000427344 0.000231762 0.000277664 0.000210652 0.000482082 0.000203898 0.000184285 0.000170129 0.000364561 0.00107944 0.00074865 0.000613609 0.000341419 0.000279399 0.000262069 0.000895763 0.000724772 0.000243064 0.000344702 0.000210652 0.000479093 0.00037189 0.000657086 0.000329352 0.000582436 0.0020846 0.000637397
threshold=-0.082934999999999995 0.087820000000000023 0.0084900000000000028 -0.081749999999999975 0.085855000000000015 -0.03898999999999999 -0.064794999999999978 0.084510000000000016 -0.0031999999999999993 -0.085274999999999976 0.10859000000000001 0.098515000000000005 -0.050494999999999991 0.31278000000000006 0.042200000000000008 -0.074359999999999996 0.13699500000000003 -0.084519999999999984 -0.08231999999999999 -0.069599999999999981 0.086495000000000002 0.048950000000000007 0.13302500000000003 0.12958500000000003 0.094030000000000016 -0.011194999999999998 0.24564500000000003 0.065520000000000009 0.084055000000000005 0.094810000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 -1 7 -5 9 -8 11 13 14 16 -13 -14 17 18 -10 -19 21 -12 23 24 25 -21 27 -27 -29 -30
right_child=3 -3 -4 6 -6 -7 8 -9 10 -11 20 12 15 -15 -16 -17 -18 19 -20 22 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-5.5438930401578555e-05 -0.00042502925292258928 -0.00039101029061175028 0.00084709148134358913 -0.00013432193675726013 -0.00018469140898863166 0.00039932709247484033 -0.0004230152326106856 0.00054403573607983576 0.00013912293380902461 -3.6010594340041286e-06 0.00044814723611731708 -0.00098704737756634127 -0.00020300047472119332 0.00061058711842633786 -0.00020371559217892356 0.0002838102942940382 -0.00037588228275126312 0.00060344314813846726 -0.0006903649173577636 0.00055924798860879879 -8.1858225377280709e-05 -2.9689695936842608e-05 -0.00022573098347759412 0.00047842007036143474 -0.0004307044245069847 -1.1262217793532843e-06 -9.3904979202146519e-05 0.0011566686381411274 -7.7651635280723676e-05 0.00052554153953678908
leaf_weight=25 24 26 22 20 24 29 22 22 30 20 36 20 25 20 20 34 20 20 23 21 35 26 41 21 20 2007 340 20 86 22
leaf_count=25 24 26 22 20 24 29 22 22 30 20 36 20 25 20 20 34 20 20 23 21 35 26 41 21 20 2007 340 20 86 22
internal_value=0 0.00011295 0.000243979 -4.7518e-06 7.38708e-05 0.000188787 -1.35676e-06 0.000221008 -4.54534e-06 -0.000223294 -1.36299e-06 -5.88934e-06 -0.000194351 1.04402e-06 -0.000595381 7.75345e-05 -3.52014e-06 -7.10919e-07 -0.000220843 3.77985e-06 0.000128828 0.000247764 -8.72306e-07 2.7616e-06 -1.20853e-06 2.23295e-06 -2.49324e-06 1.20641e-05 0.000218885 4.5221e-05
internal_weight=0 126 100 2995 78 54 2971 42 2929 42 2887 2790 99 2691 40 59 2671 2651 53 2598 97 62 2578 2537 2516 2496 2475 2135 128 108
internal_count=3121 126 100 2995 78 54 2971 42 2929 42 2887 2790 99 2691 40 59 2671 2651 53 2598 97 62 2578 2537 2516 2496 2475 2135 128 108
is_linear=0
shrinkage=0.1


Tree=2092
num_leaves=31
num_cat=0
split_feature=480 133 3 483 0 12 130 13 42 0 12 0 46 1455 51 153 1455 1456 1456 403 159 131 4 43 1 1 1 13 2 3
split_gain=0.000141047 0.000589901 0.000664106 0.000242487 0.00125097 0.000721289 0.000480082 0.000465144 0.00102918 0.00066242 0.000263982 0.000570188 0.000414155 0.000260791 0.000347715 0.000379054 0.000272639 0.000298988 0.000668859 0.000894107 0.000324957 0.000966959 0.00103576 0.00085146 0.000315373 0.00131993 0.000879663 0.00109114 0.00191915 0.00119145
threshold=0.10344000000000002 0.091935000000000003 -0.076669999999999988 0.098395000000000024 -0.064339999999999994 0.23631000000000002 -0.22562499999999999 -0.085384999999999975 0.088295000000000012 -0.077809999999999976 0.12757000000000002 -0.04917499999999999 -0.043074999999999995 -0.23327999999999996 -0.46280499999999997 1.0000000180025095e-35 -0.092919999999999989 0.10959500000000001 0.091180000000000011 -0.56738999999999995 0.11389500000000001 0.089485000000000023 -0.020529999999999996 -0.050459999999999998 0.102705 0.10171500000000001 0.107145 0.095710000000000017 0.10699500000000002 -0.011549999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 7 6 -1 -5 -9 -10 12 -12 -8 -14 -15 16 -16 18 19 -18 24 22 -22 -24 25 -21 27 28 29 -26
right_child=1 -3 -4 4 -6 -7 10 8 9 -11 11 -13 13 14 15 -17 17 -19 -20 20 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00043801697244634855 -0.00033207206067379085 -0.00054704080927573773 0.00033222470759510008 0.00032866853037072971 0.00080627457329841422 -0.00060091035833465868 0.00040741959260776647 -0.00066355919744819406 0.00048895072878804059 -0.00021924896847329886 9.56211387629396e-05 -0.00053703582665808167 -0.00031664652068194793 0.00040691232231135176 0.00035223840704103087 -0.00043531236617127433 -0.00061070838807305954 -0.00030038068706000399 0.00044988534963605082 2.0109379814623021e-05 0.00049446477434550483 -0.00075940956567964435 -0.00076244371656295179 4.7424274260479519e-05 -0.00014847683376588284 0.00081724510760284924 7.4711714935954137e-06 -0.00088744750758633015 0.00054649065038704853 -0.0010862439995980822
leaf_weight=25 27 24 34 30 23 20 25 25 25 28 29 28 26 21 22 20 24 33 33 1917 27 22 21 34 42 21 442 25 28 20
leaf_count=25 27 24 34 30 23 20 25 25 25 28 29 28 26 21 22 20 24 33 33 1917 27 22 21 34 42 21 442 25 28 20
internal_value=0 -0.00012705 3.81917e-05 3.55708e-06 0.000136643 -2.44437e-06 1.70444e-06 -5.96414e-06 -0.000134669 0.000114807 -2.10948e-06 -0.000215158 2.22293e-06 -1.42355e-06 1.55457e-06 -1.56242e-06 1.6375e-06 -1.23093e-06 2.48592e-06 -3.14282e-06 2.46763e-06 -0.000170725 -1.27847e-05 -0.000261798 9.68687e-06 2.87471e-05 -5.66303e-05 -0.000303003 -0.000140657 -0.000450982
internal_weight=0 85 61 3036 131 2905 2885 108 78 53 2860 57 2803 2778 2752 2731 2711 2689 2656 2623 2599 104 82 55 2495 1938 557 115 90 62
internal_count=3121 85 61 3036 131 2905 2885 108 78 53 2860 57 2803 2778 2752 2731 2711 2689 2656 2623 2599 104 82 55 2495 1938 557 115 90 62
is_linear=0
shrinkage=0.1


Tree=2093
num_leaves=31
num_cat=0
split_feature=130 121 33 34 9 9 16 3 147 3 147 132 129 13 132 52 52 52 42 4 13 13 15 3 52 13 151 160 13 52
split_gain=0.000160545 0.000335213 0.00025651 0.00018188 0.000308515 0.000991003 0.000174537 0.000338056 0.000299409 0.000803447 0.000397447 0.000183857 0.000413496 0.000420867 0.000267969 0.000227544 0.000791986 0.00166772 0.00140264 0.00274882 0.000807999 0.000680685 0.00205819 0.00063519 0.000603951 0.00180023 0.000594424 0.000537188 0.000712997 0.000834394
threshold=-0.22699999999999995 -0.088279999999999983 -0.012019999999999998 -0.112215 0.091600000000000015 0.10530000000000002 -0.5435399999999998 -0.14847999999999997 0.094075000000000006 0.12178000000000001 0.090635000000000007 0.10859000000000001 0.080675000000000011 -0.050064999999999991 0.10240500000000001 0.091275000000000009 0.10160000000000001 0.10611000000000001 -0.031659999999999994 -0.081714999999999996 -0.097224999999999992 -0.085669999999999982 -0.03241999999999999 -0.24210499999999999 0.088185000000000013 -0.07692499999999998 -0.078349999999999989 -0.54913999999999985 -0.081224999999999978 0.41173500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 -5 10 -10 11 14 13 -13 15 23 18 -18 -17 -20 -19 22 -22 -8 -25 -26 -23 -28 29 -29
right_child=1 2 3 4 5 -7 8 -9 9 -11 -12 12 -14 -15 -16 16 17 20 19 -21 21 26 -24 24 25 -27 27 28 -30 -31
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leaf_weight=26 23 27 20 26 21 25 35 43 23 22 20 25 35 61 22 38 36 47 20 42 42 25 25 1956 23 59 35 23 275 21
leaf_count=26 23 27 20 26 21 25 35 43 23 22 20 25 35 61 22 38 36 47 20 42 42 25 25 1956 23 59 35 23 275 21
internal_value=0 2.07876e-06 -7.68868e-07 1.95214e-06 3.93938e-06 0.000260939 -2.90541e-08 0.000157163 -3.75629e-06 -0.000259699 2.6375e-07 -2.8591e-06 0.000117758 0.000235689 -8.21692e-06 -5.38678e-06 -5.80691e-05 -9.2819e-06 -0.000316153 -0.000609357 -5.72621e-05 -9.88209e-05 -0.000392645 1.05983e-05 3.34424e-06 0.000269219 -4.68783e-05 -8.01594e-05 -0.000120963 -0.000494719
internal_weight=0 3095 3072 3045 3025 46 2979 69 2910 45 2865 2845 121 86 2724 2702 629 529 100 62 493 446 67 2073 2038 82 379 354 319 44
internal_count=3121 3095 3072 3045 3025 46 2979 69 2910 45 2865 2845 121 86 2724 2702 629 529 100 62 493 446 67 2073 2038 82 379 354 319 44
is_linear=0
shrinkage=0.1


Tree=2094
num_leaves=31
num_cat=0
split_feature=33 9 1 34 9 1 121 50 50 2 43 157 0 12 4 0 156 1456 52 52 47 41 41 43 1 12 481 1456 4 0
split_gain=0.000169725 0.000194709 0.000379764 0.00028074 0.000264081 0.000274952 0.000590491 0.000224063 0.000861289 0.000490795 0.00100198 0.000395114 0.000344544 0.00105402 0.0011892 0.000530951 0.000605181 0.000275511 0.000475475 0.000571105 0.00021736 0.000334446 0.000450752 0.000894705 0.000444875 0.000230335 0.000226302 0.00118707 0.00108705 0.000640646
threshold=-0.044254999999999996 0.091905000000000014 0.13332000000000002 -0.097449999999999981 -0.090799999999999978 0.16540500000000002 -0.094339999999999993 -0.099524999999999988 -0.24386999999999998 0.11474000000000002 -0.077824999999999991 0.63604500000000008 0.12411500000000002 0.086345000000000019 -0.49405499999999997 0.10455500000000001 0.085320000000000021 0.094080000000000011 -0.034054999999999995 0.15915500000000002 0.13975500000000002 0.088520000000000015 0.077300000000000021 -0.15879999999999997 0.077565000000000009 0.082480000000000012 -0.087424999999999989 0.088395000000000015 -0.050494999999999991 -0.085544999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 9 10 -8 12 15 -14 -15 17 -17 20 -19 -20 21 22 26 -24 -23 -25 28 -28 -9 -30
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leaf_weight=22 20 26 27 29 21 20 27 33 28 25 32 20 37 35 27 20 22 30 21 25 21 27 20 21 37 20 2346 27 31 24
leaf_count=22 20 26 27 29 21 20 27 33 28 25 32 20 37 35 27 20 22 30 21 25 21 27 20 21 37 20 2346 27 31 24
internal_value=0 -1.96483e-06 -0.000191989 1.34156e-06 -1.12656e-06 1.7794e-06 -7.03228e-07 3.0506e-06 0.000141786 -1.83186e-05 0.000139027 -2.41297e-06 7.23773e-07 0.000183979 0.000436044 -5.93393e-06 -0.000358735 -4.11144e-07 -0.000188093 -0.000390087 5.06022e-06 2.45817e-06 8.18701e-06 0.000276714 -0.000223294 0.000544198 1.53113e-06 7.37069e-06 -0.000155938 0.000116306
internal_weight=0 3099 53 3046 3026 2997 2977 2956 112 84 59 2844 2824 99 62 2725 42 2683 76 46 2607 2586 2522 61 64 41 2461 2373 88 55
internal_count=3121 3099 53 3046 3026 2997 2977 2956 112 84 59 2844 2824 99 62 2725 42 2683 76 46 2607 2586 2522 61 64 41 2461 2373 88 55
is_linear=0
shrinkage=0.1


Tree=2095
num_leaves=31
num_cat=0
split_feature=153 157 132 1185 15 1213 132 50 133 52 42 2 13 130 39 4 12 402 1446 403 4 16 402 403 403 133 42 12 12 42
split_gain=0.000152129 0.000184858 0.00014556 0.000429593 0.000297357 0.000210353 0.000216205 0.000315966 0.000231712 0.000231164 0.000398438 0.000422049 0.000190637 0.00134097 0.000697383 0.000612869 0.000217207 0.000204377 0.00118206 0.00108721 0.000682254 0.000529195 0.000464029 0.000480391 0.000506116 0.000321004 0.000283534 0.000937954 0.00144453 0.00156677
threshold=0.086100000000000024 0.63334000000000013 -0.083174999999999985 -0.083264999999999992 0.091295000000000015 0.087530000000000011 -0.085314999999999988 0.09227500000000001 -0.45516499999999999 0.08734500000000002 -0.018024999999999996 0.085485000000000019 0.24813000000000004 -0.23123999999999997 0.15009500000000003 0.055260000000000011 0.090995000000000006 0.095250000000000015 0.083715000000000026 -0.51385999999999987 0.181285 -0.092124999999999985 0.10686000000000002 0.23383500000000004 -0.0031149999999999997 -0.054584999999999995 -0.095859999999999987 0.089210000000000025 0.085250000000000006 -0.14803999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 -1 10 11 -10 13 -5 17 16 -14 26 19 -19 21 -21 -23 24 -24 -25 27 28 -15 -30
right_child=-2 -3 3 12 -6 -7 -8 -9 9 -11 -12 -13 15 14 -16 -17 -18 18 -20 20 -22 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.00033389670610300861 -0.00025623369324223507 0.00027835753383745522 0.00045643879400034039 0.00080330706821855761 -0.00036026093639520698 0.00027601093886914896 -0.00036723920910888065 -0.00035684247462389375 5.6234211660921582e-06 0.000240995132480748 0.00012948064552777372 -0.00063624879691079035 0.00025909149693082633 0.00038598931106903099 -0.00058719615626614543 -0.00056175678514409813 -0.00011342831977850034 -0.00066459596848636427 0.00074546867050230515 0.0006251913885948439 -0.00044961643421629564 -0.00034815552691725316 0.00011115434360059833 0.00016644979548753982 0.00078338147941394711 -0.00031127325783018026 -1.1406399492736328e-05 0.00037692803925302223 -0.00098859534672765927 0.00017273538216527198
leaf_weight=22 23 24 21 21 32 20 21 24 20 25 37 21 24 34 20 25 45 21 25 22 20 20 24 39 21 22 2324 77 26 21
leaf_count=22 23 24 21 21 32 20 21 24 20 25 37 21 24 34 20 25 45 21 25 22 20 20 24 39 21 22 2324 77 26 21
internal_value=0 1.90232e-06 -2.56081e-07 5.81506e-06 -7.82511e-05 -3.07547e-05 -6.68448e-05 -2.45073e-05 3.93011e-05 -2.36223e-05 -0.000108436 -0.00032314 2.47239e-06 7.28145e-06 1.12661e-06 -0.000137553 1.61438e-05 5.49103e-06 9.9258e-05 1.37804e-05 9.85775e-05 0.000172658 9.36439e-05 0.000177002 0.00042486 -5.84376e-06 -2.59364e-06 0.000127032 -0.000110523 -0.000469703
internal_weight=0 3098 3074 2852 222 190 170 149 125 103 78 41 2831 2737 2716 94 69 2696 214 189 168 148 126 106 45 61 2482 158 81 47
internal_count=3121 3098 3074 2852 222 190 170 149 125 103 78 41 2831 2737 2716 94 69 2696 214 189 168 148 126 106 45 61 2482 158 81 47
is_linear=0
shrinkage=0.1


Tree=2096
num_leaves=31
num_cat=0
split_feature=130 121 33 10 16 34 9 48 9 44 0 16 1375 1375 0 16 3 150 151 1212 402 133 2 2 157 2 2 0 133 133
split_gain=0.000204657 0.000371786 0.000239219 0.000180208 0.00279811 0.00363005 0.00112506 0.000352535 0.000214061 0.000215082 0.000374346 0.000237066 0.000994349 0.000946579 0.000862107 0.00108349 0.00119276 0.000805366 0.000769741 0.000663651 0.00101091 0.000914314 0.000483178 0.00150911 0.0016512 0.00150493 0.00098445 0.00101294 0.000920338 0.00108005
threshold=-0.22699999999999995 -0.088279999999999983 -0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 -0.082914999999999989 0.082870000000000013 0.086125000000000021 -0.036024999999999995 0.10049500000000001 -0.26609999999999995 -0.010264999999999998 -0.15308499999999997 -0.15308499999999997 -0.010949999999999998 -0.39185999999999993 -0.13309499999999996 0.10545000000000002 -0.5145249999999999 0.041590000000000009 0.10874500000000002 -0.0047949999999999989 0.10060500000000001 0.10613000000000002 -0.0036449999999999994 0.098035000000000011 0.10912000000000001 0.12113000000000002 0.085355000000000014 0.048950000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 7 -4 -5 10 -10 12 -12 -13 18 16 -16 19 -14 20 22 -21 25 24 -24 28 27 -25 29 -15
right_child=1 2 3 8 5 -7 -8 -9 9 -11 11 13 14 17 15 -17 -18 -19 -20 21 -22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00027938981469420609 0.00040290259892018462 -0.00029699804248661235 -0.00021231851838599664 -0.00024187099259359311 -0.00019891290867235512 0.0016625498851433143 -0.00088648964669118873 0.00031180193674074314 0.00042344854113512812 -0.00028612970602877726 0.00054202068208218819 -0.00067251912804077503 -0.0006198324953584234 -0.0001216096820295342 0.00052827567711506999 0.00093613059169993815 -0.00047658631474838505 0.00043421722947813748 4.2526582053560154e-06 2.5976330410533894e-05 0.00050347530136800095 -0.00091876956401392817 -0.00024146842246078781 -0.00079564372817912958 0.00081186073644937064 -0.00089355477526702968 3.5262057498858955e-05 0.0001115587820459041 0.00010340730826023512 -0.00086177902606626364
leaf_weight=26 23 27 33 37 20 22 20 21 21 26 36 23 20 322 27 22 21 37 1669 21 35 20 22 32 46 23 229 20 199 21
leaf_count=26 23 27 33 37 20 22 20 21 21 26 36 23 20 322 27 22 21 37 1669 21 35 20 22 32 46 23 229 20 199 21
internal_value=0 2.34705e-06 -6.51897e-07 1.9758e-06 0.000124219 0.000776139 -0.00024579 -8.4939e-06 -2.8655e-06 1.92313e-07 2.78979e-06 -3.15247e-07 2.17626e-05 -3.80578e-05 1.11149e-05 0.000355 8.86486e-05 -2.38488e-05 -3.13734e-06 -4.09684e-05 -2.39503e-05 -0.000434875 -4.41472e-05 4.83635e-05 0.000471078 -0.000101291 -5.39303e-05 -0.00044672 -6.76709e-05 -0.000166926
internal_weight=0 3095 3072 3045 116 42 74 54 2929 2892 2866 2845 1795 1050 1759 70 48 1027 1689 990 949 41 914 349 68 565 281 52 542 343
internal_count=3121 3095 3072 3045 116 42 74 54 2929 2892 2866 2845 1795 1050 1759 70 48 1027 1689 990 949 41 914 349 68 565 281 52 542 343
is_linear=0
shrinkage=0.1


Tree=2097
num_leaves=31
num_cat=0
split_feature=33 130 42 41 1208 1208 402 1210 1209 43 1208 1209 401 401 43 133 12 402 42 12 0 9 13 9 41 43 1453 131 132 40
split_gain=0.000171838 0.000163015 0.00029131 0.000173342 0.000149977 0.000351959 0.000248548 0.00118657 0.000167553 0.00100166 0.000253742 0.000215032 0.00021164 0.000734039 0.000429862 0.000363561 0.000608852 0.000374764 0.000289917 0.000316995 0.000520012 0.000421981 0.000917435 0.00060148 0.000368945 0.000356594 0.000292068 0.000281758 0.00035278 0.00043194
threshold=-0.018454999999999996 -0.22699999999999995 0.15432000000000004 0.11457000000000002 0.11846000000000001 0.10383000000000002 0.2506000000000001 -0.14175499999999996 -0.084519999999999984 -0.0047449999999999992 1.0000000180025095e-35 -0.067109999999999989 -1.0000000180025095e-35 -0.41128499999999996 0.05259500000000001 0.50628500000000021 0.095110000000000014 -0.10234999999999998 0.12961500000000001 0.12757000000000002 -0.07929499999999999 0.092235000000000011 -0.0075049999999999987 0.085355000000000014 0.08690500000000001 -1.0000000180025095e-35 0.10676500000000001 0.11863000000000001 -0.41094499999999995 0.10214500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 9 -9 11 -10 13 14 -13 17 -17 -14 19 21 -21 23 -23 24 26 -26 27 28 -19 -30
right_child=1 2 -4 -5 -6 -7 -8 8 10 -11 -12 12 15 -15 -16 16 -18 18 -20 20 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00026112194207962607 -0.00025145084465083735 0.00077136913547292362 0.00033996654744260013 -0.0002650235062465072 0.00023852025646752177 -0.00033256017559324391 -0.00029044996381030768 -0.00054845204305214188 0.00027006323497485497 0.00036517454296699727 0.00035659286027112103 0.00035872412060954328 -0.00036754539521228124 -0.00065603783917719165 -0.00019179847741553034 -9.3099865956570622e-05 0.0006427460165350172 0.00039286829338854425 0.00033251249920935016 7.8136569645721461e-05 -0.00064298229372070645 -0.00011882079618416079 0.00080724715488031504 -0.0004825052057500356 2.1392988188987752e-05 0.00058565119370108563 -0.00037556032447831796 -0.00027874099695408301 4.2882591746585254e-06 -0.00036558501287800029
leaf_weight=25 26 20 25 25 26 32 29 30 29 20 20 23 28 22 37 22 23 23 26 20 20 23 20 26 24 21 21 36 2367 32
leaf_count=25 26 20 25 25 26 32 29 30 29 20 20 23 28 22 37 22 23 23 26 20 20 23 20 26 24 21 21 36 2367 32
internal_value=0 -2.10855e-06 3.14793e-09 -2.78801e-06 -6.17189e-07 -2.69387e-06 8.69847e-07 3.75027e-06 -1.52003e-06 -0.000183001 1.6494e-06 -8.47567e-07 -3.63947e-06 -0.000161936 1.92352e-05 1.11173e-06 0.000282999 -3.60912e-06 2.23228e-07 -3.05802e-06 -0.000282423 1.25151e-06 0.000311908 -3.98702e-06 9.42244e-07 0.000284713 -4.20891e-06 -1.03626e-06 3.09148e-06 -6.4544e-07
internal_weight=0 3096 3070 3045 3020 2994 2962 2933 2913 50 2863 2843 2814 82 60 2732 45 2687 2659 2633 40 2593 43 2550 2524 45 2479 2458 2422 2399
internal_count=3121 3096 3070 3045 3020 2994 2962 2933 2913 50 2863 2843 2814 82 60 2732 45 2687 2659 2633 40 2593 43 2550 2524 45 2479 2458 2422 2399
is_linear=0
shrinkage=0.1


Tree=2098
num_leaves=31
num_cat=0
split_feature=1210 106 9 33 33 10 4 44 2 158 3 16 454 158 12 52 1455 41 15 41 1 14 2 147 48 3 13 3 2 13
split_gain=0.000173476 0.000160758 0.000308165 0.00039537 0.000389202 0.000697479 0.00306683 0.000189838 0.000338856 0.000318053 0.000748299 0.000274412 0.000259812 0.000234568 0.000617414 0.000579713 0.000214026 0.000241878 0.000429662 0.000246816 0.000462941 0.00027229 0.000752199 0.000614508 0.00037453 0.000352888 0.00187047 0.00114306 0.00100203 0.000717128
threshold=-0.42132499999999995 0.085275000000000004 -0.036024999999999995 0.085305000000000006 -0.012019999999999998 -0.0093599999999999985 0.053180000000000012 0.099360000000000018 0.15609500000000001 -0.47144999999999992 -0.076969999999999997 0.029300000000000003 -0.086934999999999985 -0.14117999999999997 0.096525000000000014 0.51307000000000014 0.10701500000000001 0.083975000000000008 -1.0000000180025095e-35 0.077300000000000021 0.080000000000000016 0.082295000000000021 0.090675000000000019 0.10271500000000001 -0.11155999999999998 -0.0037349999999999996 -0.13710499999999998 -0.0080949999999999998 0.081135000000000013 -0.10278499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 9 10 -7 -10 -11 14 15 -14 17 19 -19 21 -21 23 -23 24 -15 26 -26 29 -27 -28
right_child=1 -3 3 -5 5 7 -8 -9 11 12 -12 -13 13 16 -16 -17 -18 18 -20 20 -22 22 -24 -25 25 28 27 -29 -30 -31
leaf_value=0.00026236341660842299 -0.00029212738989716289 0.00016136799859249536 -0.00041761591167993503 -0.00041477293735110634 -0.00026128032934341015 -0.00014451134602062494 0.0011640088871130363 -0.00025280457494469979 0.00055057982186554008 -0.00036728544102516026 0.00071017139103787493 3.3010284615946673e-05 -5.1207097130827611e-05 -0.00041402730937327518 0.00022764128728092398 -0.000812595637389677 0.00030949071290458302 -3.4746774097010005e-05 -0.00056387829743990937 -9.2001863421224385e-05 0.00053582860321815438 -0.0006802684797245699 0.00015645038537596438 0.00050519124924903742 -0.00095365822212659709 0.00060231128287601418 0.00043995502330929147 -0.000618063786920781 3.6696192859039152e-05 -4.2636778513270307e-06
leaf_weight=25 37 59 22 23 36 21 26 30 20 20 20 21 20 22 22 20 22 57 21 23 24 21 22 24 21 35 37 30 298 2042
leaf_count=25 37 59 22 23 36 21 26 30 20 20 20 21 20 22 22 20 22 57 21 23 24 21 22 24 21 35 37 30 298 2042
internal_value=0 -2.11856e-06 -5.29462e-06 -1.75702e-06 1.4339e-06 4.55373e-06 0.000336422 -2.55855e-06 6.36623e-08 -4.08311e-06 0.000272407 0.000285483 -8.15938e-06 -5.55796e-06 -0.00019787 -0.000431901 -1.14027e-06 -3.69308e-06 -0.000177205 1.51429e-06 0.000228592 -2.66779e-06 -0.00025218 1.60842e-06 -3.25516e-06 4.13938e-07 -1.45525e-05 -5.20152e-06 9.61452e-05 3.64209e-06
internal_weight=0 3096 3037 3000 2977 2955 62 2893 2863 2822 41 41 2781 2761 62 40 2699 2677 78 2599 47 2552 43 2509 2485 2463 2130 2109 333 2079
internal_count=3121 3096 3037 3000 2977 2955 62 2893 2863 2822 41 41 2781 2761 62 40 2699 2677 78 2599 47 2552 43 2509 2485 2463 2130 2109 333 2079
is_linear=0
shrinkage=0.1


Tree=2099
num_leaves=31
num_cat=0
split_feature=33 9 1 34 9 1 121 96 50 133 3 0 474 1429 155 475 475 4 3 12 4 472 474 3 475 42 133 52 3 1429
split_gain=0.000186379 0.000201225 0.00041518 0.000298914 0.000245323 0.00021211 0.00054295 0.000212514 0.000191396 0.000809571 0.00077637 0.000470484 0.000360365 0.000276386 0.000193167 0.000260461 0.000507951 0.0004019 0.000813405 0.000835202 0.0005287 0.000373955 0.000356765 0.000623641 0.000364138 0.00115289 0.00255095 0.00158839 0.00128675 0.000798249
threshold=-0.018454999999999996 0.091905000000000014 0.13332000000000002 -0.097449999999999981 -0.090799999999999978 0.16540500000000002 -0.094339999999999993 0.083725000000000008 -0.099524999999999988 0.090665000000000009 -0.078084999999999988 -0.064339999999999994 -0.45463999999999999 0.11023000000000001 0.14721000000000004 -0.10664 -0.091889999999999986 -0.50940999999999981 -0.098469999999999988 0.088365000000000013 -0.50052499999999989 -0.082054999999999975 0.10451000000000001 -0.082234999999999989 -0.084049999999999986 0.083715000000000026 0.086365000000000011 -0.026204999999999996 -0.086554999999999979 0.057970000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 9 10 -8 -12 -10 14 15 -14 -17 18 19 -18 -19 -22 24 -24 25 28 -27 -28 -23 -26
right_child=1 2 -4 4 5 -7 7 -9 12 -11 11 -13 13 -15 -16 16 17 20 -20 -21 21 22 23 -25 29 26 27 -29 -30 -31
leaf_value=0.00027194565522950146 0.00038649303074635101 -0.00048058916100462046 7.9281307989731431e-05 -0.00029083316953017793 -0.00050743701673733701 0.00032599443040453479 -0.00048053254959759886 0.00023780102308496441 -0.00040842839450554251 0.00054357505216489006 0.00043537567567076017 -0.00019077926002864843 -0.00022469521393527522 -0.00027359513525781852 0.00029667770891550889 0.00049331743267386978 -0.00036626509361667561 0.00041027308052434821 -0.0005553873985550844 0.00054762860163464215 -0.00035579070842278932 0.00030862960755422887 0.00070236265062703759 -1.8540252543364962e-05 2.8474857042257003e-07 0.0012106734780200686 0.000570056629974557 -0.00059288450526461629 -0.00077293230675753554 -0.00039226362181202522
leaf_weight=25 20 26 27 29 21 20 27 38 22 33 30 20 51 37 22 21 20 32 38 20 29 22 20 30 2293 26 23 24 22 53
leaf_count=25 20 26 27 29 21 20 27 38 22 33 30 20 51 37 22 21 20 32 38 20 29 22 20 30 2293 26 23 24 22 53
internal_value=0 -2.19594e-06 -0.000195372 1.16861e-06 -1.38067e-06 1.42298e-06 -7.5975e-07 2.84344e-06 -2.19471e-07 0.000129175 -4.84246e-05 0.000184914 -5.29378e-06 -2.10694e-06 1.55113e-06 -8.32418e-07 3.43881e-06 -4.40315e-07 -0.00022407 9.06818e-05 6.33634e-06 1.25138e-06 5.37164e-06 0.000269821 3.20013e-09 0.000172179 0.000415885 -2.37857e-05 -0.000232151 -8.58356e-06
internal_weight=0 3096 53 3043 3023 2994 2974 2953 2915 110 77 50 2805 2783 2746 2724 2673 2652 78 40 2574 2542 2513 50 2463 117 73 47 44 2346
internal_count=3121 3096 53 3043 3023 2994 2974 2953 2915 110 77 50 2805 2783 2746 2724 2673 2652 78 40 2574 2542 2513 50 2463 117 73 47 44 2346
is_linear=0
shrinkage=0.1


Tree=2100
num_leaves=31
num_cat=0
split_feature=153 157 124 12 15 34 9 13 13 16 14 45 376 159 39 1456 15 16 1 15 16 457 1 11 16 11 11 11 41 132
split_gain=0.000153216 0.000183411 0.000154909 0.000262079 0.000636543 0.000509164 0.000647315 0.000330644 0.000751004 0.000716466 0.000675767 0.000303491 0.000301478 0.000306678 0.000404763 0.000261507 0.000242256 0.000966361 0.000596118 0.000422032 0.000305614 0.000294017 0.000348285 0.000232959 0.000891435 0.000879191 0.000394733 0.000380349 0.000318962 0.00056986
threshold=0.086100000000000024 0.63334000000000013 -0.082254999999999981 -0.010834999999999999 -0.016799999999999995 -0.057544999999999992 0.091905000000000014 -0.11122999999999998 -0.074044999999999986 -0.15241499999999997 -0.073114999999999986 0.084355000000000013 0.087010000000000018 0.085035000000000013 0.094675000000000009 0.12676500000000004 -0.10469999999999999 -0.090764999999999985 0.10312500000000001 -0.47006499999999996 -0.014034999999999997 0.083995000000000014 0.10797500000000002 0.08976000000000002 0.6352000000000001 0.095720000000000013 0.086595000000000019 0.082485000000000017 1.0000000180025095e-35 0.081240000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 7 -5 11 10 9 -9 -4 15 13 14 -10 23 18 -18 -1 -20 -19 22 -22 24 26 -25 27 28 -7 -30
right_child=-2 -3 3 5 -6 6 -8 8 12 -11 -12 -13 -14 -15 -16 -17 17 20 19 -21 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.00050457964534871285 -0.00025714697878119415 0.00027728026980184951 0.00062926568658440386 0.0005058962680050172 -0.00052072408934691341 -2.1809567517093646e-06 -0.00046243365077922743 -9.0949128395920902e-05 -0.00049086333710874903 -0.00085046543903761476 -6.9342795371388395e-05 0.00031577205189668966 0.00036193885343064643 0.0002666689874049986 5.6146458917928318e-05 -0.00030857545708487229 0.00079018197332819315 -0.00030651742923510028 -0.00019714855200921499 0.00040558508659999532 0.00046770032095082574 -0.00018548877200200446 -4.2463774646065484e-05 0.00070682575037194926 -0.00062039143914539049 -6.1784065632230557e-05 0.00038532980718257562 -0.00041305620814620689 6.9104757474050075e-06 0.00056462220480690513
leaf_weight=21 23 24 20 20 32 2315 30 27 24 23 45 31 22 21 31 27 21 20 21 26 32 21 23 22 23 46 27 22 53 28
leaf_count=21 23 24 20 20 32 2315 30 27 24 23 45 31 22 21 31 27 21 20 21 26 32 21 23 22 23 46 27 22 53 28
internal_value=0 1.90909e-06 -2.40852e-07 -5.92151e-06 -0.000104866 3.24691e-06 -5.84256e-07 -4.23893e-05 -0.000124958 -0.000440327 0.000145614 4.7571e-06 3.59441e-05 -5.84228e-05 -0.000182549 9.95314e-07 8.84696e-05 0.000175709 -6.16335e-05 0.000136279 4.1293e-05 0.000132822 0.000254359 4.29122e-06 -7.39697e-07 0.000186884 5.08934e-06 8.43476e-07 4.64389e-06 0.0001997
internal_weight=0 3098 3074 2889 245 2644 2624 213 148 50 65 2594 98 76 55 2563 185 117 68 47 96 76 55 2536 2468 68 2445 2418 2396 81
internal_count=3121 3098 3074 2889 245 2644 2624 213 148 50 65 2594 98 76 55 2563 185 117 68 47 96 76 55 2536 2468 68 2445 2418 2396 81
is_linear=0
shrinkage=0.1


Tree=2101
num_leaves=31
num_cat=0
split_feature=33 120 40 12 15 9 13 9 153 12 12 0 1208 1208 403 3 403 12 132 41 0 16 447 43 150 0 51 50 12 12
split_gain=0.000153232 0.000156087 0.000408763 0.000211826 0.000621755 0.00038648 0.000923845 0.000505067 0.000236205 0.000183808 0.000201998 0.000474873 0.000432385 0.000305943 0.000290326 0.00193497 0.00119942 0.000269427 0.000408339 0.000295618 0.000565316 0.000253115 0.000401565 0.000729707 0.000429515 0.000243356 0.000286231 0.000514175 0.000522328 0.00109216
threshold=-0.018454999999999996 0.09852000000000001 -0.24134999999999998 0.12757000000000002 -0.059484999999999989 0.092235000000000011 -0.0075049999999999987 0.086220000000000005 0.086100000000000024 0.12069000000000002 0.11351500000000002 -0.070499999999999993 0.11846000000000001 0.10383000000000002 -0.53960999999999981 -0.085709999999999995 -0.52800499999999995 0.110195 -0.40070499999999992 0.08690500000000001 -0.086234999999999992 -0.5335399999999999 0.090660000000000018 -0.00045499999999999995 1.0000000180025095e-35 -0.23811499999999999 0.094075000000000006 0.10672000000000002 0.087215000000000015 0.093965000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 7 -7 8 9 10 12 -12 13 14 15 -4 -16 18 -18 21 -21 22 23 -20 -25 -23 -27 28 -28 -30
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11 11 -13 -14 -15 16 -17 17 -19 19 20 -22 25 -24 24 -26 26 27 -29 29 -31
leaf_value=0.00024658063193783164 0.00041990018381392997 -0.00026740474065511743 -0.00045624064053602825 -0.00061280874493108563 5.2052549607395079e-05 -0.00011391161591745914 0.00079793293261900546 -0.0005047563515836374 -0.00032694705448441461 0.00029673819274952018 -0.00050236210070299706 7.2999790700123415e-05 0.00043541883351281289 -0.00030737249300045734 -0.0007538962355327039 0.00072384113322407231 -0.00042754850397944794 0.00030795155466405741 0.00014940783622916098 4.7390772279624536e-06 0.00064276708206827083 0.00030458862494453097 0.00023782022588420663 -0.00024761011456056231 -0.00085436854686122383 -9.4235901448899628e-06 7.7314247842185155e-05 -3.8815284536405383e-05 0.00098018725305640459 8.1645341255822247e-05
leaf_weight=25 23 22 24 22 39 25 20 20 22 21 26 32 23 32 21 33 22 29 27 41 21 27 20 28 20 2180 84 137 24 31
leaf_count=25 23 22 24 22 39 25 20 20 22 21 26 32 23 32 21 33 22 29 27 41 21 27 20 28 20 2180 84 137 24 31
internal_value=0 -1.99112e-06 -9.16096e-08 -3.25772e-06 -0.000187733 5.0583e-07 0.000291353 -3.93835e-06 -5.13952e-07 1.95988e-06 -1.88056e-07 -0.000184921 3.60604e-06 6.02681e-08 3.61312e-06 0.000226965 -1.08121e-06 4.7936e-06 1.49097e-06 5.0663e-06 0.000220845 -1.23107e-07 -0.000160316 -0.000266486 -0.000500426 6.00591e-06 2.72344e-06 9.86674e-05 0.000234172 0.000473736
internal_weight=0 3096 3074 3051 61 2990 45 2945 2925 2903 2882 58 2824 2801 2769 57 2712 2691 2662 2640 62 2578 95 75 48 2483 2456 276 139 55
internal_count=3121 3096 3074 3051 61 2990 45 2945 2925 2903 2882 58 2824 2801 2769 57 2712 2691 2662 2640 62 2578 95 75 48 2483 2456 276 139 55
is_linear=0
shrinkage=0.1


Tree=2102
num_leaves=31
num_cat=0
split_feature=1210 1210 1208 1209 133 133 0 1371 133 1447 402 157 0 12 1446 3 3 3 1456 2 2 133 1 12 12 12 16 2 2 4
split_gain=0.000155733 0.000210474 0.000169298 0.000317232 0.000167432 0.00143473 0.00222495 0.0017873 0.00100522 0.000779671 0.000905651 0.000728703 0.00144791 0.00111807 0.000829215 0.000507477 0.00180206 0.00132352 0.000726995 0.000665268 0.00118124 0.000600329 0.00169248 0.000643531 0.00223581 0.00119502 0.000817087 0.0008456 0.00141086 0.000636258
threshold=-0.42132499999999995 -0.14310999999999999 0.11846000000000001 0.11495000000000001 0.085355000000000014 0.085895000000000013 -0.085754999999999984 0.083235000000000017 0.085075000000000026 -0.086279999999999982 0.012085000000000002 -0.06482499999999998 -0.085544999999999982 0.089735000000000023 0.095780000000000018 -0.082094999999999987 -0.083489999999999995 -0.081164999999999987 -0.074164999999999995 0.10981000000000002 0.095545000000000005 0.091250000000000012 0.09253500000000002 0.097575000000000009 0.10149500000000002 0.096210000000000004 -0.039889999999999988 0.08734500000000002 0.10005000000000001 0.057560000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 6 -6 9 -3 -7 11 12 -11 -14 15 16 19 -17 -19 20 -13 22 -20 25 -25 26 27 -23 -29 -26
right_child=1 2 -4 -5 5 7 -8 -9 -10 10 -12 14 13 -15 -16 17 -18 18 21 -21 -22 23 -24 24 29 -27 -28 28 -30 -31
leaf_value=0.00024858429725281892 -0.00026126602174518932 -6.5846788490841558e-06 0.00026516798100904756 -0.00039842763973865661 -0.00010171356288165872 -0.00047665309223169787 0.0013373291197543344 -0.00088058933913337317 -0.00064444269503292169 0.00083535024796219668 0.00060984963066792791 4.2943765023798134e-05 -0.00021796465346900128 0.00059091137236100624 -0.00058609558036550882 0.00083728173737075522 -0.00072318421608099769 -0.00048183239204809073 0.00096019713067410834 0.00052490310247420627 -0.00077108677875003205 0.00027777536566385869 2.4388042412979037e-05 0.0010826754842789589 -0.00029863744316066412 -0.00065455902864307389 0.00039296960077570892 -0.001062722228380153 7.9422079579671845e-06 0.00032273630674283665
leaf_weight=25 31 2105 24 20 22 29 21 22 25 32 28 164 54 25 24 22 39 25 27 23 20 28 68 22 45 34 39 20 32 26
leaf_count=25 31 2105 24 20 22 29 21 22 25 32 28 164 54 25 24 22 39 25 27 23 20 28 68 22 45 34 39 20 32 26
internal_value=0 -2.0073e-06 6.1489e-07 -1.473e-06 1.15497e-06 3.75544e-05 0.000601075 8.97967e-06 -1.40713e-05 3.26728e-05 5.12054e-05 3.08646e-05 0.000267873 3.80088e-05 -9.11706e-06 1.27244e-05 -9.96357e-05 8.3963e-05 3.86815e-05 1.78445e-05 -4.55378e-05 7.68424e-05 0.000290355 -5.61161e-06 0.000201842 -0.000131711 1.76742e-05 -0.000165282 -0.000403852 -7.10921e-05
internal_weight=0 3096 3065 3041 3021 891 43 848 2130 826 797 769 111 79 658 634 246 388 366 207 184 341 95 246 93 153 119 80 52 71
internal_count=3121 3096 3065 3041 3021 891 43 848 2130 826 797 769 111 79 658 634 246 388 366 207 184 341 95 246 93 153 119 80 52 71
is_linear=0
shrinkage=0.1


Tree=2103
num_leaves=31
num_cat=0
split_feature=401 401 402 133 12 16 133 1208 403 1210 1211 1211 1186 42 1204 132 42 128 133 1212 130 12 130 16 1451 50 50 160 16 1456
split_gain=0.000171784 0.000257467 0.000333547 0.000229295 0.000957975 0.000637541 0.000366769 0.000305608 0.000446518 0.000495485 0.000218761 0.000268412 0.000174959 0.000399439 0.000164302 0.000279661 0.000467649 0.000315283 0.000258563 0.000175804 0.000177259 0.000571936 0.00126191 0.000778371 0.000258541 0.000307604 0.000269703 0.00045894 0.00031519 0.000246971
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.41553500000000004 0.097575000000000009 -0.073404999999999984 0.40945500000000007 0.106285 -0.53960999999999981 -0.40154499999999999 0.11716500000000001 0.10809000000000001 -0.090804999999999983 -0.019989999999999997 0.058775000000000008 -0.41127499999999995 -0.054814999999999996 0.11787500000000002 -0.54084999999999994 0.11579500000000002 0.093930000000000013 0.090695000000000012 0.098975000000000021 -0.010264999999999998 0.091400000000000009 -0.47248999999999991 -0.16990499999999997 0.041220000000000007 0.51791000000000009 -0.50091499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 -6 7 8 -4 -10 11 12 13 -11 15 16 -14 18 -17 20 24 -22 -23 -24 25 -20 27 28 -27 -28
right_child=1 2 3 4 5 -7 -8 -9 9 10 -12 -13 14 -15 -16 17 -18 -19 19 -21 21 22 23 -25 -26 26 29 -29 -30 -31
leaf_value=0.00029213282683485884 -0.00033521881699055922 0.00031682060127808873 0.00034589602409805346 -0.00068041613619425345 -0.00031929709148244002 0.0004059049188206835 0.00032806650453815514 -0.00035041169401665688 -0.00049972623521171049 -8.3374140422165518e-05 0.000277892970396871 -0.00035093453268266535 -7.9874350194586452e-05 0.00051382091894213648 -0.0002821101133512067 0.00030581810192584441 0.00053811677731573592 -0.00033358249116833486 0.00037575212551192163 0.00029013307910645385 0.00018118514419303468 -0.00094871233228505363 -0.00038765561204917478 0.00037375883152708414 0.00030024091642449744 -0.00067894701590245996 -0.00035310679508256728 0.00015880613831210542 -0.00013105919074621938 -2.2020622477360374e-07
leaf_weight=20 23 33 37 25 22 27 34 25 20 24 28 22 24 21 21 27 25 29 21 20 39 21 29 25 28 21 20 22 21 2367
leaf_count=20 23 33 37 25 22 27 34 25 20 24 28 22 24 21 21 27 25 29 21 20 39 21 29 25 28 21 20 22 21 2367
internal_value=0 -1.88413e-06 6.06678e-07 -2.82027e-06 -0.000176696 8.0304e-05 1.51053e-06 -2.26983e-06 7.19029e-07 -3.72325e-06 -2.48622e-07 -3.00347e-06 -2.74602e-07 0.000195317 -3.46359e-06 -1.3272e-06 0.000235427 -5.63983e-06 -2.06586e-06 -5.22184e-06 -7.48164e-06 -0.000129428 -0.000290947 -3.51489e-05 -1.92089e-06 -5.34343e-06 -8.60863e-06 -0.000211194 -0.000405003 -3.17694e-06
internal_weight=0 3101 3078 3045 74 49 2971 2937 2912 2875 2855 2827 2805 45 2760 2739 49 2690 2661 2634 2614 114 75 54 2500 2472 2451 64 42 2387
internal_count=3121 3101 3078 3045 74 49 2971 2937 2912 2875 2855 2827 2805 45 2760 2739 49 2690 2661 2634 2614 114 75 54 2500 2472 2451 64 42 2387
is_linear=0
shrinkage=0.1


Tree=2104
num_leaves=31
num_cat=0
split_feature=1210 1210 130 130 1208 1209 401 402 401 1210 4 131 4 131 1204 132 1203 400 12 1213 132 12 1212 52 1212 15 16 1210 16 1213
split_gain=0.000161664 0.000176676 0.000150736 0.000304763 0.000148115 0.000262676 0.000177502 0.000227961 0.00139878 0.000331304 0.000770775 0.000190665 0.000684748 0.000586403 0.000205251 0.000188654 0.000456362 0.000406097 0.0015288 0.000212817 0.000260645 0.000329435 0.000205249 0.000465044 0.000326577 0.00141735 0.00138478 0.000264639 0.00053873 0.000449827
threshold=-0.42132499999999995 -0.14310999999999999 -0.22699999999999995 -0.14845499999999998 0.11846000000000001 0.11495000000000001 -0.47144999999999992 -0.45015499999999992 -1.0000000180025095e-35 0.0028200000000000005 -0.07533999999999999 0.11863000000000001 -0.065794999999999979 0.11657500000000001 0.053645000000000005 -0.083174999999999985 0.089005000000000015 -0.064794999999999978 0.089005000000000015 0.087020000000000014 -0.41127499999999995 0.089505000000000015 -0.121045 0.086450000000000013 -0.030914999999999995 0.085035000000000013 -0.087989999999999985 -0.078184999999999991 -0.079504999999999978 0.093235000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 8 -8 11 -11 13 -13 14 15 16 19 18 -17 20 -9 -22 23 -19 25 -24 -27 28 -26 -29
right_child=1 2 3 4 -6 -7 7 9 -10 10 -12 12 -14 -15 -16 17 -18 22 -20 -21 21 -23 24 -25 27 26 -28 29 -30 -31
leaf_value=0.00025327384099364282 -0.00023957770449229549 -0.00023940006680137372 0.00038204334497485043 0.00026035278308252319 0.00024720119326957505 -0.00036340963910333815 -0.00074859939998714255 0.00013585746904986131 0.0002894659786424772 -8.3554968888940371e-05 0.00073550513130612679 -0.00063332351010536689 0.00010624161732266658 0.00052727104436295737 0.00027649383387492543 -0.000298998024031196 -0.00055431526056054275 5.305553684199884e-05 0.00083070067502558239 0.00024100601678417826 -4.7101298337687517e-05 -0.00041846238050816787 -0.00050855215386036434 -0.0004871062839681274 -0.00045521958996283095 0.0010632047009573359 3.1861181584342071e-05 -8.4778106912078021e-06 0.00017289202713238245 0.00024893278009975416
leaf_weight=25 31 26 21 26 24 20 25 37 27 27 20 21 31 21 26 23 20 37 25 22 71 36 20 28 36 23 30 2250 22 70
leaf_count=25 31 26 21 26 24 20 25 37 27 27 20 21 31 21 26 23 20 37 25 22 71 36 20 28 36 23 30 2250 22 70
internal_value=0 -2.04517e-06 3.57278e-07 2.40851e-06 -2.33085e-07 -2.21653e-06 2.12479e-07 -2.08184e-06 -0.000209604 1.64439e-06 0.000264981 -2.69989e-06 -0.000192429 8.27433e-07 -3.15503e-06 -5.79898e-06 -0.000103045 1.25549e-06 0.000289387 -4.86746e-05 -9.29313e-05 -0.000172045 -4.24145e-06 -0.00017963 4.09808e-07 0.000208747 0.000479425 -5.98573e-06 -0.00021697 -7.11112e-07
internal_weight=0 3096 3065 3039 3018 2994 2974 2948 52 2896 47 2849 52 2797 2776 2750 186 2564 48 166 144 107 2516 65 2451 73 53 2378 58 2320
internal_count=3121 3096 3065 3039 3018 2994 2974 2948 52 2896 47 2849 52 2797 2776 2750 186 2564 48 166 144 107 2516 65 2451 73 53 2378 58 2320
is_linear=0
shrinkage=0.1


Tree=2105
num_leaves=31
num_cat=0
split_feature=480 3 15 4 403 403 1208 1208 1209 154 157 0 50 481 15 403 1209 4 1420 1425 12 12 12 3 12 12 130 43 51 43
split_gain=0.000142458 0.000815964 0.00129348 0.000926012 0.000589686 0.000630131 0.000565164 0.00148283 0.000621089 0.000349345 0.000344426 0.000329367 0.000822306 0.000702986 0.000765926 0.000282755 0.000358521 0.00198366 0.000259653 0.000239812 0.000206478 0.00150901 0.00111412 0.00119139 0.000554713 0.00121149 0.000480624 0.000423763 0.00142061 0.000756405
threshold=0.086995000000000017 -0.085709999999999995 0.035560000000000008 -0.083439999999999986 -0.55327499999999985 -0.54856499999999986 0.099975000000000008 0.11332500000000002 -0.089214999999999989 0.084190000000000001 0.63604500000000008 -0.079829999999999998 -0.13200999999999999 -0.051484999999999996 -0.091184999999999988 0.55673500000000009 -0.067109999999999989 -0.081114999999999979 -0.085924999999999987 0.10034500000000002 0.09857500000000001 0.097575000000000009 0.10061500000000002 -0.081334999999999977 0.096990000000000007 0.096525000000000014 0.12031000000000001 0.060960000000000007 0.081440000000000026 0.066275000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 -6 8 -8 -7 10 15 13 -13 14 -5 16 17 -10 -18 20 21 24 23 -22 25 27 -24 -20 29 -29
right_child=1 3 -4 11 5 6 7 -9 9 -11 -12 12 -14 -15 -16 -17 18 -19 19 -21 22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00049926217567796511 8.1457421349893726e-05 0.00065825649682665249 -0.0010284458239939772 0.00052350068913905744 -0.00053161973694593396 -0.00040736663524168417 0.00093047616158045189 -0.00015316937746579894 -0.00038940275695668316 0.0004113808107961502 -0.00041151315381284805 -0.00025569090882883124 0.00060981381961721043 -0.00052236195737754719 -0.00022557756646375104 -0.00034416909682318951 0.00035363792960110699 0.00098507821946571179 1.8762097173114286e-05 -0.00027148022963956463 -3.0447749997533508e-05 0.00071999268936148546 -3.5189556286034155e-05 -0.001108883429260459 -0.000493661533321508 0.00074933213925925724 0.00045861345882128394 -0.00058506637325753336 -0.00088887775319480269 2.283043083421475e-05
leaf_weight=24 21 20 21 21 22 37 23 28 21 21 20 23 21 36 39 23 21 21 1938 32 21 30 321 20 22 22 21 23 22 186
leaf_count=24 21 20 21 21 22 37 23 28 21 21 20 23 21 36 39 23 21 21 1938 32 21 30 321 20 22 22 21 23 22 186
internal_value=0 -8.12152e-05 -0.000473494 2.17581e-05 5.62022e-06 1.52785e-06 5.61043e-06 0.000335534 -3.52035e-07 5.05534e-06 1.96821e-06 -6.91703e-05 0.000157391 -0.000173011 3.65998e-05 4.98192e-06 7.93322e-06 0.000297838 3.38824e-06 6.2103e-07 3.93681e-06 1.55239e-05 -6.39218e-05 -0.000556514 5.97394e-06 1.09908e-05 -4.86832e-06 3.50188e-06 -0.000124525 -4.40673e-05
internal_weight=0 202 42 160 2919 2895 2873 51 2822 2785 2764 140 44 96 60 2744 2721 42 2679 2658 2626 2243 383 41 2213 2191 342 2169 231 209
internal_count=3121 202 42 160 2919 2895 2873 51 2822 2785 2764 140 44 96 60 2744 2721 42 2679 2658 2626 2243 383 41 2213 2191 342 2169 231 209
is_linear=0
shrinkage=0.1


Tree=2106
num_leaves=31
num_cat=0
split_feature=15 132 15 1204 1456 403 133 1209 15 400 1212 1212 1211 1212 403 403 1212 1210 12 401 42 0 0 42 42 4 4 160 50 15
split_gain=0.000141201 0.00102411 0.00366246 0.00342513 0.000678365 0.00176165 0.00110937 0.000889367 0.000676886 0.000415234 0.000343021 0.00104912 0.000342276 0.000411383 0.000614846 0.000335307 0.000684488 0.000572474 0.00130592 0.000924121 0.000471709 0.00200778 0.00204711 0.00144892 0.00122938 0.000976136 0.00187334 0.00123377 0.000641977 0.000375461
threshold=0.087575000000000014 -0.083284999999999984 0.092400000000000024 -0.078604999999999994 0.091180000000000011 -0.54631999999999992 0.40431 -0.077594999999999983 0.087260000000000018 -0.07520499999999998 0.087490000000000012 0.086860000000000007 0.078255000000000005 0.041590000000000009 -0.53255499999999989 0.50657000000000008 -0.089544999999999986 -1.0000000180025095e-35 0.096395000000000022 1.0000000180025095e-35 0.089625000000000024 -0.082284999999999983 -0.087974999999999984 0.087665000000000007 0.094525000000000012 -0.076229999999999978 -0.07168999999999999 -0.067824999999999983 0.096900000000000014 0.089165000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -3 5 6 -5 -7 10 -9 11 12 13 14 -1 16 -11 18 -18 20 23 22 -22 29 -23 28 -27 -28 -26 -19
right_child=1 3 -4 4 -6 7 -8 9 -10 15 -12 -13 -14 -15 -16 -17 17 19 -20 -21 21 24 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0005022268734173849 0.001508628404699266 -0.0012821519840508699 -0.00030691855237819255 -0.0010924392662921244 0.00052719996892847121 0.00057170843373927657 -6.3387567643076174e-05 0.00046518042852932763 -0.00055206152224538687 0.00050270712973239521 0.00015775575352260302 -0.00073683125490788372 -0.00027914001472274086 0.0003271022800691827 -3.3250635040315299e-06 -0.00035159599501639606 -0.00074756433785860919 -0.00027980121132615648 0.00027416021846213631 0.00054033142281696201 0.00010951142378515847 0.00068253449800457545 -0.0011194642126969429 0.00074268578929120616 1.5118867486307865e-05 -0.0010264949326443931 -0.00046036714457268655 0.00045751321636089415 0.00073734179692110059 7.3464163291623807e-05
leaf_weight=25 20 20 25 22 28 33 20 22 23 30 120 20 46 37 2074 23 29 37 22 35 23 28 33 31 32 23 27 32 20 161
leaf_count=25 20 20 25 22 28 33 20 22 23 30 120 20 46 37 2074 23 29 37 22 35 23 28 33 31 32 23 27 32 20 161
internal_value=0 3.69754e-05 0.000499991 8.47234e-06 4.47768e-05 2.49996e-05 -0.000602415 6.61094e-05 -1.22358e-05 3.86674e-05 -6.88865e-06 -1.58611e-05 -9.25275e-06 -3.44058e-06 -9.2672e-06 2.26549e-05 3.7944e-05 1.17848e-05 -0.00030682 4.54961e-05 6.75061e-06 -9.85359e-05 -0.000614706 0.00010698 7.98934e-05 -4.60316e-05 -0.000260962 3.74663e-05 0.000292897 7.44993e-06
internal_weight=0 776 45 731 711 683 42 641 2345 608 2322 2202 2182 2136 2099 586 563 533 51 482 447 218 56 229 162 134 82 59 52 198
internal_count=3121 776 45 731 711 683 42 641 2345 608 2322 2202 2182 2136 2099 586 563 533 51 482 447 218 56 229 162 134 82 59 52 198
is_linear=0
shrinkage=0.1


Tree=2107
num_leaves=31
num_cat=0
split_feature=1210 484 50 50 133 43 2 483 13 0 0 158 3 158 1456 1447 3 403 1456 160 483 1453 52 15 159 1455 1455 1446 51 159
split_gain=0.000171035 0.000142593 0.000225481 0.000185722 0.000597522 0.000727729 0.000428164 0.000198426 0.000536661 0.000791094 0.000951015 0.000231272 0.000845391 0.000533378 0.000491672 0.000334371 0.00170888 0.00154065 0.00103761 0.000896613 0.000315413 0.000358516 0.000283631 0.000788443 0.000586888 0.000385549 0.000484461 0.000403791 0.000898861 0.00127838
threshold=-0.42132499999999995 -0.52850499999999989 -0.47382999999999992 -0.16990499999999997 0.091250000000000012 -0.077824999999999991 0.11177500000000001 -0.096724999999999992 -0.083894999999999983 -0.082284999999999983 -0.073574999999999988 0.10722000000000002 -0.049509999999999992 0.10490000000000001 -0.0083149999999999977 -0.085684999999999997 -0.085784999999999986 -0.55327499999999985 0.085790000000000019 -0.090764999999999985 -0.069964999999999986 -0.081019999999999995 0.51358000000000004 0.11295500000000001 -0.44792999999999994 0.092240000000000016 0.087765000000000024 0.037915000000000011 -0.022999999999999996 -0.017094999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 8 -5 -10 -11 13 14 15 -13 16 -9 -17 19 -18 21 -19 24 -24 -22 26 27 -26 -29 -30
right_child=1 2 3 7 -6 6 -8 11 9 10 -12 12 -14 -15 -16 17 18 20 -20 -21 22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.00026051138015463948 -0.00026825419889064511 0.00031155975581065792 0.00041208643837867736 0.00047734369463796615 -0.00062633156776428225 -0.00058106657039995002 5.0208113812418153e-05 0.00087656269382792881 -0.00054569131229072806 0.00063722258025033325 -0.00029646018971106968 -0.00022946161504175204 -0.00071622396589234656 0.00049221645418914383 0.00032926263530888328 -0.00086224833143032386 -0.00015948472145412649 1.1074825722192015e-05 -0.00064135046989328905 0.00063409188975735269 -0.00042977481260209061 -0.0005805157998111099 -1.5725678827038793e-05 0.00062864227605772345 -7.2594436516849349e-06 0.00042790020342657782 -0.00049256786543992346 -0.00041756798338610679 0.0001156634343214387 0.0010067448469011911
leaf_weight=25 20 23 26 32 20 21 22 26 20 24 20 36 21 22 28 21 35 21 22 24 32 20 64 27 2318 21 20 20 69 21
leaf_count=25 20 23 26 32 20 21 22 26 20 24 20 36 21 22 28 21 35 21 22 24 32 20 64 27 2318 21 20 20 69 21
internal_value=0 -2.10361e-06 -3.73116e-07 -2.72309e-06 -0.000145058 -5.55902e-06 -0.000258089 1.55082e-06 0.000142972 -2.42139e-05 0.000212821 -3.18294e-06 -0.00016567 1.77984e-06 1.49802e-05 -2.12803e-06 0.000171188 -9.11554e-06 -5.5228e-05 0.000163326 -2.31121e-06 -0.000277506 2.04179e-06 0.00017546 -4.26812e-06 1.24675e-06 -2.41327e-06 1.62425e-06 0.000188828 0.000323582
internal_weight=0 3096 3076 3053 89 69 43 2964 96 64 44 2868 85 2783 64 2761 107 2654 81 59 2633 41 2592 91 2501 2469 2448 2428 110 90
internal_count=3121 3096 3076 3053 89 69 43 2964 96 64 44 2868 85 2783 64 2761 107 2654 81 59 2633 41 2592 91 2501 2469 2448 2428 110 90
is_linear=0
shrinkage=0.1


Tree=2108
num_leaves=31
num_cat=0
split_feature=12 130 12 15 148 0 153 157 1 1 15 4 47 49 1 475 1446 1452 0 131 124 51 50 51 479 3 3 4 47 47
split_gain=0.000145045 0.000525167 0.000258203 0.000450011 0.000366058 0.000257381 0.000192129 0.000221135 0.000210457 0.00123632 0.00106231 0.00189544 0.00139381 0.00127452 0.00102435 0.000643686 0.000630363 0.000591567 0.00068066 0.000466813 0.000488035 0.000453272 0.00102088 0.000534321 0.000513738 0.000664895 0.0014034 0.00371123 0.00122116 0.00191272
threshold=0.23631000000000002 -0.22562499999999999 0.12757000000000002 -0.068899999999999975 0.10090000000000002 -0.046359999999999991 0.086100000000000024 0.63334000000000013 0.102705 0.107145 -0.015039999999999998 -0.49405499999999997 0.084210000000000021 -0.045154999999999994 0.10124500000000002 0.036560000000000002 -0.088809999999999986 0.10669000000000002 -0.23194499999999998 0.10488000000000001 -0.087984999999999994 0.10501000000000001 0.099450000000000011 0.095820000000000016 0.10713500000000002 -0.081054999999999974 -0.080634999999999984 -0.070499999999999993 0.096770000000000009 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -5 7 8 14 10 12 -12 13 -10 16 19 -3 18 -18 20 -11 23 -23 24 25 -20 27 -27 29 -28
right_child=-2 2 3 5 -6 -7 -8 -9 9 15 11 -13 -14 -15 -16 -17 17 -19 21 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.00045833488559583204 -0.0002501961721345256 -0.00053913643960619255 -0.00058018572384580262 -0.00027286521159112452 0.00039132102732158578 0.00022279774473810739 -0.00030969157407525929 0.00031016275543547443 -0.00030693779815919701 0.00039740019477903839 -2.3832366952609102e-05 -0.001285012756796697 -0.00079787045222474257 0.00071328681636562878 0.00063747643465691137 0.00056906660553067933 0.0005165406418166607 -0.00041553531300451144 4.6128053079480884e-05 0.0003497332391870099 -5.5931792522193363e-05 0.00064487637428101152 2.2181394086480713e-05 -0.00046945860224241188 0.00048577530463014476 -0.0015953619583992157 -3.5527021183581013e-05 0.00016324315116175318 0.00053028570125914279 -0.00094420090002434647
leaf_weight=25 23 21 21 20 24 22 20 23 25 25 22 26 20 24 26 20 27 32 1212 34 474 36 98 24 22 21 666 28 36 24
leaf_count=25 23 21 21 20 24 22 20 23 25 25 22 26 20 24 26 20 27 32 1212 34 474 36 98 24 22 21 666 28 36 24
internal_value=0 1.85751e-06 -1.85611e-06 -0.000202217 2.33749e-06 -1.32322e-05 -7.8897e-07 1.29399e-06 -1.11987e-06 -5.03747e-05 -0.000345698 -0.000706972 -9.43764e-05 0.000192764 1.33987e-05 1.21078e-05 6.1775e-06 1.1322e-05 1.75478e-05 -8.79125e-06 -3.32198e-05 1.13305e-05 0.000189473 -4.11252e-07 5.1921e-06 -1.289e-07 -7.24688e-05 -0.000590445 -3.7509e-05 -6.71331e-05
internal_weight=0 3098 3073 63 3010 42 2986 2966 2943 670 117 48 69 49 2273 553 2247 2226 2194 533 499 2167 134 2033 2009 1987 775 49 726 690
internal_count=3121 3098 3073 63 3010 42 2986 2966 2943 670 117 48 69 49 2273 553 2247 2226 2194 533 499 2167 134 2033 2009 1987 775 49 726 690
is_linear=0
shrinkage=0.1


Tree=2109
num_leaves=31
num_cat=0
split_feature=1210 33 34 130 4 33 2 0 1 4 1 1 15 1 0 1185 457 0 16 1374 402 16 0 49 150 160 160 2 16 49
split_gain=0.000142354 0.000140717 0.00015337 0.000142384 0.000316707 0.000221175 0.000192815 0.000594737 0.00032754 0.000265882 0.000198567 0.000835747 0.00230947 0.000743984 0.000564979 0.000541525 0.000501608 0.000955776 0.00056066 0.00196432 0.00104996 0.00220237 0.000570227 0.00053314 0.000829142 0.000520399 0.00105607 0.000818813 0.000553982 0.0014867
threshold=-0.42132499999999995 -1.0000000180025095e-35 -0.112215 -0.22699999999999995 0.63113500000000011 0.085305000000000006 -0.013254999999999998 -0.066689999999999985 0.13559000000000002 -0.018869999999999994 0.089625000000000024 0.090540000000000023 0.082685000000000022 0.089175000000000018 -0.26609999999999995 -0.091084999999999985 0.10487 -0.23001499999999997 -0.0094449999999999968 0.086765000000000023 0.10874500000000002 -0.0083599999999999976 -0.046359999999999991 0.10910000000000002 0.08882000000000001 -0.090484999999999996 -0.085579999999999976 0.087195000000000009 0.38525000000000004 0.10969000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5 9 -9 13 12 -12 15 -13 -8 17 -17 19 22 21 -20 23 24 -19 27 -27 -23 -28 -30
right_child=1 2 3 4 -6 -7 10 8 -10 -11 11 14 -14 -15 -16 16 -18 18 20 -21 -22 25 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.00023766641411930323 0.00019745546467934868 -0.00026728147369629531 -0.00023996030248235915 0.00058222483671472778 0.00034718188690021636 -0.00027816853920551788 -0.00048642001241784203 0.00010215557647271731 0.00032652278785549459 -0.00036460214648216679 0.00014982898719608786 -0.00048903866182081399 -0.0012088942492317241 0.00060532764515041238 -6.9627681937977922e-06 0.00057969767163740477 -0.00035702606934743625 2.0653004591671021e-05 -0.00097540732396602693 0.00096639779386232085 0.00055629188998584423 0.00074117005453445018 0.00053727052909380291 -0.00047593022574714966 0.00065505369829701359 -0.00078273820025580277 -0.00012017342371022789 -2.5084009394049644e-06 0.000558403525853161 -0.00016417160048149527
leaf_weight=25 35 22 25 23 26 29 22 23 21 26 29 25 22 21 882 30 36 1086 27 23 26 20 22 21 21 21 357 57 48 70
leaf_count=25 35 22 25 23 26 29 22 23 21 26 29 25 22 21 882 30 36 1086 27 23 26 20 22 21 21 21 357 57 48 70
internal_value=0 -1.91914e-06 -4.19882e-06 -2.29431e-06 -3.2296e-07 -3.34676e-06 -6.53344e-07 0.000141055 -3.90141e-06 -0.000145512 -5.25168e-06 -4.23985e-05 -0.000436287 1.33996e-05 -2.02504e-05 6.81217e-06 1.26305e-05 1.99064e-05 1.05713e-05 5.13537e-05 -6.58467e-05 -9.28061e-05 3.30528e-05 2.32188e-05 3.26877e-05 -5.12175e-05 -8.87662e-05 0.000190655 -5.80854e-05 0.000129757
internal_weight=0 3096 3061 3039 3014 2988 2959 93 70 49 2866 958 51 1908 907 1887 1865 1829 1799 1173 626 600 1150 1128 1107 573 496 77 475 118
internal_count=3121 3096 3061 3039 3014 2988 2959 93 70 49 2866 958 51 1908 907 1887 1865 1829 1799 1173 626 600 1150 1128 1107 573 496 77 475 118
is_linear=0
shrinkage=0.1


Tree=2110
num_leaves=31
num_cat=0
split_feature=481 4 403 480 2 0 1208 403 2 48 157 15 14 14 402 403 42 132 12 394 3 16 16 2 133 51 1 15 0 1
split_gain=0.000144417 0.000864992 0.000731331 0.000672142 0.000232502 0.000718472 0.000677673 0.00123749 0.000604175 0.00105718 0.000673575 0.000661148 0.00055836 0.000553483 0.000517754 0.000643666 0.00104962 0.000465864 0.00539794 0.00224864 0.000665675 0.000465746 0.000977654 0.00117694 0.000696677 0.000667832 0.000773034 0.00164749 0.00156742 0.00093112
threshold=-0.087424999999999989 -0.050494999999999991 -0.55327499999999985 -0.039079999999999997 0.088125000000000023 -0.23001499999999997 0.10233500000000001 -0.5341999999999999 0.089125000000000024 0.078735000000000013 -0.0021849999999999994 0.088235000000000022 0.083150000000000016 0.076975000000000002 0.14968500000000004 0.104315 -0.012324999999999997 -0.083284999999999984 0.091840000000000019 0.084995000000000015 -0.084319999999999992 -0.083134999999999987 -0.08595499999999999 0.090545000000000014 -0.085499999999999979 0.067785000000000012 0.10337500000000001 -0.074054999999999996 -0.067094999999999988 0.13021500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 -4 7 -7 9 10 -6 -12 13 17 15 21 -17 18 20 -19 -9 22 23 -10 -25 -23 28 -28 -27 -29
right_child=2 3 4 -5 8 6 -8 12 14 -11 11 -13 -14 -15 -16 16 -18 19 -20 -21 -22 25 -24 24 -26 26 27 29 -30 -31
leaf_value=-0.00051264819000304367 0.00048721987602015539 0.00056389488634609039 0.00057080846308963371 -0.00011440977079170505 0.00040305404516402635 -0.00077089136873837566 0.00055729548127957335 2.7807761047818312e-05 -0.00067375962962008395 -0.00091251401594490741 -0.00058677528977568727 4.2119287318200808e-05 -0.00050294420478167021 0.00051568446114011435 -0.00051605037238914523 0.00082886564365859759 -1.3931359197678312e-07 2.0831527849429436e-05 0.0016205928928684445 -0.0010231595225853934 -0.00060389977668158035 -1.6964387431811062e-05 -0.00078285361407324681 -0.000341354032959013 2.6412571789658435e-05 7.3272616524870204e-05 0.00052281789001540346 -0.00092434312828117984 0.00094003021470544972 -8.9151277206838133e-06
leaf_weight=36 31 21 24 48 20 20 23 69 30 20 32 35 20 23 20 24 42 1175 22 21 22 734 20 60 364 54 32 20 34 25
leaf_count=36 31 21 24 48 20 20 23 69 30 20 32 35 20 23 20 24 42 1175 22 21 22 734 20 60 364 54 32 20 34 25
internal_value=0 -0.000115288 4.01366e-06 9.20308e-05 -1.00456e-06 2.83142e-05 1.8981e-05 9.95679e-06 -2.75712e-05 -0.000256933 -0.000106225 -0.000258248 2.15078e-05 2.93824e-05 -1.07503e-05 -3.72737e-06 0.000301317 2.08378e-05 0.00021492 2.50058e-06 -0.000124913 -1.83908e-05 -9.86011e-05 -6.84578e-05 -2.56299e-05 2.39002e-05 0.000205686 -2.57087e-05 0.000408156 -0.000415772
internal_weight=0 105 3016 69 2985 1419 1395 1372 1566 107 87 67 1352 1332 1459 1439 66 1309 113 1196 91 1373 474 454 424 899 165 77 88 45
internal_count=3121 105 3016 69 2985 1419 1395 1372 1566 107 87 67 1352 1332 1459 1439 66 1309 113 1196 91 1373 474 454 424 899 165 77 88 45
is_linear=0
shrinkage=0.1


Tree=2111
num_leaves=31
num_cat=0
split_feature=1429 156 1428 474 155 3 155 155 15 15 401 401 15 133 15 132 43 394 399 1456 484 402 4 402 401 1213 403 1213 1455 159
split_gain=0.000158392 0.00052729 0.000196902 0.000824882 0.000314418 0.000602876 0.000401104 0.000355068 0.000150926 0.00190559 0.000489257 0.000713834 0.000440707 0.00113892 0.000616211 0.000630916 0.00403673 0.002214 0.0005326 0.000368622 0.00277488 0.00048088 0.00162375 0.000642754 0.000548039 0.000826305 0.000621197 0.00046252 0.0006879 0.000525941
threshold=-0.23752499999999996 0.28241000000000005 -0.071779999999999997 -0.42010499999999995 0.11562500000000002 -0.081924999999999984 0.10857000000000001 0.104145 0.083195000000000005 0.081070000000000017 0.10711000000000001 0.093690000000000009 0.084050000000000014 -0.015929999999999996 0.084510000000000016 -0.083284999999999984 -0.011694999999999999 0.11233000000000001 0.08832000000000001 0.085790000000000019 -0.081614999999999979 0.10668000000000001 -0.081114999999999979 0.13924000000000003 0.085900000000000018 -0.009329999999999998 0.109085 -0.086979999999999988 -0.079434999999999992 -0.46267499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 8 9 10 11 -5 13 -10 -14 16 -16 19 -18 21 -21 24 -23 -24 26 -26 27 -17 -29 -30
right_child=1 -3 3 4 5 -7 -8 -9 12 -11 -12 -13 14 -15 15 17 18 -19 -20 20 -22 22 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.00026737392684233124 -0.00028139586397446693 0.00045034267834405633 0.00062497179273382898 -5.0806351140750922e-06 -0.00064150386818007316 8.3225473402611305e-05 0.00041605677270917631 -0.00040341010092313149 -0.00014183280128054321 -0.00088485302439949014 -0.00035161500309186525 0.00056812160278654625 -0.00038531636402350727 0.00083323276181624317 0.0014169509315093897 0.00032701889697710939 0.00013053635680989828 -0.0010335747266071848 -0.00048783231625118507 -0.00096366565302014354 0.00057622489098734647 0.00091361369500022943 0.00029448153907555695 -0.00029516974609578028 3.7549728793757303e-06 -0.00074190050148425384 -0.0005060439734370448 -0.0004414868891311424 0.00056137532577849925 3.978722123046532e-05
leaf_weight=22 25 26 21 1745 22 24 23 22 25 25 40 22 37 23 23 59 30 20 26 25 22 27 38 36 42 23 20 29 20 579
leaf_count=22 25 26 21 1745 22 24 23 22 25 25 40 22 37 23 23 59 30 20 26 25 22 27 38 36 42 23 20 29 20 579
internal_value=0 1.8981e-06 -1.89609e-06 3.96391e-07 -3.93664e-06 -0.000263384 6.69119e-08 -3.16763e-06 -1.68535e-07 -1.77691e-05 -5.7729e-06 2.05601e-06 2.90382e-05 0.000325386 1.55678e-05 3.0124e-05 0.000301548 7.31276e-06 -0.000156563 2.99407e-05 -0.000242866 4.46279e-05 0.000249819 7.62416e-06 1.77829e-05 -0.000260092 4.33302e-05 5.93236e-05 3.41739e-05 5.72025e-05
internal_weight=0 3099 3073 3048 3027 46 2981 2958 2936 1832 1807 1767 1104 48 1056 1019 79 940 56 920 47 873 101 74 772 65 707 687 628 599
internal_count=3121 3099 3073 3048 3027 46 2981 2958 2936 1832 1807 1767 1104 48 1056 1019 79 940 56 920 47 873 101 74 772 65 707 687 628 599
is_linear=0
shrinkage=0.1


Tree=2112
num_leaves=31
num_cat=0
split_feature=132 394 2 52 12 2 12 1201 51 51 12 0 151 40 51 4 51 133 120 130 1 1 0 403 0 13 4 1453 1453 42
split_gain=0.000159373 0.000568499 0.000284865 0.000587333 0.00046956 0.00028193 0.000555257 0.000216656 0.000165412 0.00047604 0.00221762 0.000455459 0.000388615 0.000384589 0.000649955 0.000907683 0.000683909 0.000551379 0.000319197 0.0010158 0.000307745 0.0010772 0.000806627 0.000522776 0.000417816 0.000777952 0.000553629 0.000274086 0.000492907 0.000688923
threshold=-0.083449999999999983 0.12358500000000001 0.097385000000000013 0.093665000000000012 0.11418000000000002 0.089320000000000024 0.090165000000000009 -0.080364999999999978 0.082455000000000014 0.024995000000000003 0.082480000000000012 -0.23051499999999997 -0.088279999999999983 -0.081369999999999984 0.090230000000000019 -0.07958999999999998 0.092790000000000011 -0.040449999999999993 1.0000000180025095e-35 -0.11198999999999999 0.10337500000000001 0.085475000000000009 -0.014954999999999998 -1.0000000180025095e-35 -0.087519999999999987 -0.08459499999999999 -0.010384999999999998 -0.082429999999999989 -0.048199999999999993 0.086835000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 5 -4 6 -1 -2 9 18 -11 -10 -13 -14 15 -15 -16 -18 19 -9 21 23 -22 -19 25 -25 -26 -21 29 -29
right_child=1 -3 4 -5 -6 -7 -8 8 11 10 -12 12 13 14 16 -17 17 20 -20 27 22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-1.5184168668658756e-05 0.00024608168265937515 0.0005125723485269357 0.00030945891242784761 -0.00064720958471298218 -0.00026023959913088575 0.00026793649245519189 -0.00053500697007014724 0.00056750545336399234 -0.00032710576809316487 0.00039143040063208904 -0.0010977359436219558 0.00051290160299686247 -0.00028304460545768966 -1.7628926201723516e-05 -0.00049025001872391642 0.00081858411258845421 0.00046096461671616209 -0.00050103588757338007 -0.00032939276871426652 -0.00024033602171402891 4.5025278553505671e-05 0.00058179934701026496 -0.00066525633322141533 0.00024240551151292908 7.9283252489403828e-06 -0.00059856385355901284 0.00064199449940739825 -4.2939483059204321e-05 -1.0868784601053817e-05 0.00067928820452652875
leaf_weight=86 36 22 39 21 23 20 27 31 29 20 20 20 30 25 23 27 33 20 30 50 67 37 21 22 40 22 21 28 2206 25
leaf_count=86 36 22 39 21 23 20 27 31 29 20 20 20 30 25 23 27 33 20 30 50 67 37 21 22 40 22 21 28 2206 25
internal_value=0 6.1619e-06 -8.28718e-05 -0.000155738 9.81191e-05 -7.81376e-05 -0.00013939 2.29751e-06 -7.85109e-07 -1.10492e-05 -0.000353153 5.58203e-05 8.30381e-05 6.08801e-05 8.97006e-05 0.000416559 3.41562e-05 7.67757e-05 -5.27534e-06 -1.11999e-06 2.60628e-05 0.000107836 -0.000124474 -3.24575e-05 5.67956e-05 -0.000178079 0.000226213 -8.7542e-06 -3.62844e-06 0.000297734
internal_weight=0 2905 216 154 62 133 113 2883 2847 2410 40 437 408 388 358 52 306 283 2370 2340 250 162 88 125 105 44 61 2309 2259 53
internal_count=3121 2905 216 154 62 133 113 2883 2847 2410 40 437 408 388 358 52 306 283 2370 2340 250 162 88 125 105 44 61 2309 2259 53
is_linear=0
shrinkage=0.1


Tree=2113
num_leaves=31
num_cat=0
split_feature=15 132 133 1204 394 0 0 0 15 3 42 0 13 1213 1213 1212 401 401 1213 1177 402 13 403 1208 402 484 0 12 12 0
split_gain=0.000144936 0.000874009 0.00401497 0.00247528 0.000768961 0.000488755 0.00372319 0.00208312 0.00125453 0.000602068 0.00189571 0.000763713 0.000520365 0.00038306 0.000862393 0.00065414 0.000382242 0.00137433 0.0003855 0.00041765 0.000373857 0.000355723 0.000308737 0.000836905 0.00120064 0.000314079 0.000706958 0.00077916 0.00131936 0.00127118
threshold=0.085465000000000013 -0.083284999999999984 -0.022174999999999997 -0.082199999999999981 0.013605000000000001 -0.086284999999999987 -0.086934999999999985 -0.084509999999999988 0.088235000000000022 -0.085784999999999986 0.089625000000000024 -0.097734999999999989 -0.091559999999999989 0.104315 0.052820000000000013 0.12799000000000002 0.11444000000000001 0.10711000000000001 0.12439000000000001 -0.079504999999999978 0.10565000000000001 -0.089109999999999981 -0.54631999999999992 0.099975000000000008 0.13924000000000003 0.062030000000000009 -0.083389999999999978 0.090840000000000018 0.089795000000000014 -0.080689999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 -2 -3 5 6 9 8 -7 11 21 -5 -9 14 22 -15 17 18 19 -1 -21 -11 -14 24 25 26 -24 28 -28 -29
right_child=1 3 -4 4 -6 7 -8 12 -10 10 -12 -13 13 15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.00042876236058708109 -0.00025005736687021317 -0.0010903812386095525 0.0015455330445547589 -9.2092835984658453e-06 0.00058151580567937348 -0.0011020013379703206 0.001383267412628894 0.00051393734214467588 -0.00019041281209663592 -0.00018577755380766063 -0.0009176141468342394 0.00071382560362551542 -0.00027458114182632979 0.00057239443787341683 -0.00058157782722264531 -0.00012299846092294803 0.00038294553329857689 -0.00070213873294615672 -0.00041629360968490009 -5.084604926301663e-06 -0.00043950948762358174 0.0003176843614104049 0.00055421521860158209 0.00051936689474934932 -0.00073344257072589943 -0.00022705521207684891 -4.6415828231995497e-06 0.00084466509844945831 -0.00084008980872264747 5.8399371623308231e-05
leaf_weight=22 33 20 20 48 25 26 22 22 36 23 25 21 33 31 25 24 24 29 23 2081 20 36 28 34 21 39 89 23 24 194
leaf_count=22 33 20 20 48 25 26 22 22 36 23 25 21 33 31 25 24 24 29 23 2081 20 36 28 34 21 39 89 23 24 194
internal_value=0 3.32804e-05 0.000427524 9.23565e-06 3.51395e-05 1.85625e-05 0.000166878 -2.143e-05 -0.000572692 -8.02816e-06 -0.000187817 0.000210845 3.67953e-05 1.82163e-05 -8.82363e-06 0.00026895 -1.39539e-05 -1.83335e-05 -9.09284e-06 -4.68134e-06 -9.22002e-06 0.00012142 2.06998e-05 4.22579e-05 3.45e-06 4.24292e-05 7.17864e-05 3.08531e-05 -0.000182082 0.000141736
internal_weight=0 922 53 869 849 824 175 649 62 153 84 69 587 565 510 55 2199 2175 2146 2123 2101 59 485 452 418 397 358 330 113 217
internal_count=3121 922 53 869 849 824 175 649 62 153 84 69 587 565 510 55 2199 2175 2146 2123 2101 59 485 452 418 397 358 330 113 217
is_linear=0
shrinkage=0.1


Tree=2114
num_leaves=31
num_cat=0
split_feature=132 393 1203 131 1201 2 130 130 2 16 4 43 2 129 158 133 1 147 49 0 42 15 1 3 43 15 13 16 14 13
split_gain=0.000156257 0.000453343 0.000291593 0.000211956 0.00020818 0.000207492 0.000671204 0.000655579 0.000284718 0.000172852 0.000715464 0.000562471 0.000580626 0.000444484 0.000414057 0.000572603 0.000630189 0.000702135 0.000556105 0.000918414 0.000689138 0.000959119 0.000870929 0.000408895 0.000305904 0.000401389 0.0002885 0.000796582 0.000536452 0.000526362
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 0.096845000000000014 -0.080364999999999978 0.097385000000000013 0.10797500000000002 0.096010000000000012 0.087015000000000023 -0.18708499999999997 0.018150000000000003 -0.23229999999999998 0.17025000000000004 -0.082959999999999992 0.085030000000000008 -0.085499999999999979 0.13686500000000004 0.095485000000000014 -0.0072499999999999986 -0.15090499999999998 0.089810000000000015 -0.24436499999999997 0.10672000000000002 -0.083654999999999993 0.016310000000000002 -0.14712999999999996 -0.096404999999999991 -0.11676499999999999 -0.073114999999999986 -0.093219999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 -2 6 8 -7 -1 10 -6 -12 14 -11 15 -13 17 18 19 -17 21 -20 -23 -21 25 -16 27 -15 -29 -28
right_child=1 -3 -4 -5 9 7 -8 -9 -10 13 11 12 -14 26 24 16 -18 -19 20 23 -22 22 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-5.1874295188879069e-05 0.00024177952752021763 0.0004691323908489375 -0.00038885518329657824 -0.00034660794422961775 -0.00060088648562036133 -0.00018638695660878771 -0.00057635059955910863 0.00049791587381540537 0.00037160588457481938 0.00046836405195963812 -0.00053217348024537346 -0.00054449958872282878 0.00049815905685219068 0.00068862904544485823 8.8551902244317127e-05 -0.00075194610143080362 -0.00041487069758705991 0.00045438807701430055 -0.00022713002678453146 -0.00031914053222324045 -0.00024363113931796855 0.00015390418178867551 0.0010274597759624678 0.00020559776321258115 -6.4149836040381644e-05 0.00067087857953083583 -0.00035071679048150842 -0.0003689654470340779 0.00012211743334195161 2.655068416040694e-06
leaf_weight=77 36 21 27 20 23 28 22 28 20 21 21 25 22 22 29 25 39 32 24 27 38 25 21 33 34 20 43 26 154 2138
leaf_count=77 36 21 27 20 23 28 22 28 20 21 21 25 22 22 29 25 39 32 24 27 38 25 21 33 34 20 43 26 154 2138
internal_value=0 6.19192e-06 -8.08575e-05 -3.82116e-05 2.81397e-06 -2.96632e-06 -7.76632e-05 0.000155764 3.54412e-05 -2.13041e-07 -5.79901e-05 -2.79018e-05 -1.0244e-06 1.03137e-05 -3.0546e-05 -8.70851e-05 -4.37693e-05 2.05549e-05 -5.1376e-05 -0.000242714 9.92144e-05 0.000285331 0.000552701 -3.05345e-05 0.000166319 0.000326236 6.27719e-06 0.000120608 5.11832e-05 -4.31191e-06
internal_weight=0 2899 222 195 2878 175 119 56 97 2842 438 415 394 2404 372 289 264 225 193 85 108 70 46 60 83 49 2383 202 180 2181
internal_count=3121 2899 222 195 2878 175 119 56 97 2842 438 415 394 2404 372 289 264 225 193 85 108 70 46 60 83 49 2383 202 180 2181
is_linear=0
shrinkage=0.1


Tree=2115
num_leaves=31
num_cat=0
split_feature=402 401 1213 1212 1212 1212 1211 15 12 1211 1213 133 403 42 1209 1209 401 3 133 131 132 13 123 34 43 9 2 15 129 12
split_gain=0.000150485 0.000153184 0.000502351 0.000202831 0.000182599 0.000206044 0.000216665 0.000631944 0.000996655 0.00050862 0.000262678 0.000472306 0.000220665 0.000819749 0.00067079 0.000559603 0.000256906 0.00120365 0.00065035 0.000197976 0.000226126 0.000931251 0.000329736 0.000199993 0.00110044 0.000419593 0.000582337 0.000564943 0.000264524 0.00038272
threshold=0.31278000000000006 0.11602000000000001 -0.084954999999999989 -0.42670499999999995 0.14560000000000003 0.12799000000000002 0.087635000000000005 0.091650000000000023 0.090285000000000018 0.092635000000000009 0.11076500000000002 0.12599500000000005 -0.5492149999999999 0.091205000000000008 -0.085894999999999985 -0.069599999999999981 -1.0000000180025095e-35 -0.073309999999999986 0.42433500000000007 0.11863000000000001 -0.41127499999999995 0.056795000000000005 -0.088149999999999992 -0.057544999999999992 -1.0000000180025095e-35 0.091905000000000014 -0.080614999999999978 -0.42198999999999992 0.090795000000000015 0.086420000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 10 8 9 -8 12 -12 13 -1 -14 -16 17 -17 19 20 21 -18 -22 24 -24 26 -25 -27 -28 -30
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 11 -13 14 -15 15 16 18 -19 -20 -21 22 -23 23 25 -26 27 28 -29 29 -31
leaf_value=-0.00015954942388746602 0.00026679110014811159 -0.0001380176293241675 -0.00044915135649423448 0.00031234960842994045 0.00029544806124509447 -0.00026571865922145159 0.00059801092526565007 0.00055003341424578265 -0.00061403113330015923 -7.1779626035472253e-06 -0.0005384198199026287 7.0331554777042652e-05 -0.00044416880666497439 0.00068047744044590563 0.00050507131602650841 -0.00080494034584262415 -0.00026363393117208035 0.00027902838057365274 0.00043706043233054091 -0.00023935328977781219 -0.00038063020506144869 0.00067919251053932719 -3.785861933768805e-05 0.00041700644307473504 0.00078112975741619485 8.7762209768698089e-05 -1.4344723868364708e-05 -0.0006252938832039946 -9.7036598801460806e-05 0.00025028261865372769
leaf_weight=26 21 20 31 20 21 29 21 28 20 41 25 26 34 21 22 20 20 21 34 35 23 22 75 33 21 20 2227 25 49 90
leaf_count=26 21 20 31 20 21 29 21 28 20 41 25 26 34 21 22 20 20 21 34 35 23 22 75 33 21 20 2227 25 49 90
internal_value=0 -1.8073e-06 -0.000147001 8.7166e-05 1.59605e-06 -4.55445e-07 2.12684e-06 0.000139857 -2.03533e-07 0.000197805 -3.15385e-06 -0.000228076 9.16782e-07 0.000215782 -2.72763e-06 2.75612e-06 -1.31421e-06 -0.000249737 2.49481e-06 -3.10186e-06 7.23387e-08 0.000230228 -3.69923e-06 -2.86071e-07 0.000141295 -5.84736e-06 -1.72507e-07 -0.00030838 -5.99115e-06 0.000127846
internal_weight=0 3100 71 40 3029 3008 2979 110 82 62 2869 51 2818 47 2771 2737 2715 41 2674 2640 2605 42 2563 2540 96 2444 2399 45 2366 139
internal_count=3121 3100 71 40 3029 3008 2979 110 82 62 2869 51 2818 47 2771 2737 2715 41 2674 2640 2605 42 2563 2540 96 2444 2399 45 2366 139
is_linear=0
shrinkage=0.1


Tree=2116
num_leaves=31
num_cat=0
split_feature=130 10 1 0 105 33 11 142 52 52 0 52 13 401 402 42 133 52 12 3 52 1210 16 3 0 1 1 480 1447 133
split_gain=0.000145633 0.000314261 0.000361807 0.000338052 0.000196938 0.000392466 0.000168287 0.000166576 0.000160147 0.000488761 0.00149635 0.00113772 0.000780119 0.000529592 0.00115911 0.000486882 0.000515714 0.00041532 0.00156951 0.000694707 0.000532956 0.000686535 0.000750282 0.000412739 0.000409707 0.000577011 0.000971197 0.000894933 0.000717575 0.000592964
threshold=-0.23647499999999996 -0.38124499999999995 0.16540500000000002 -0.067624999999999977 0.079510000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.057499999999999989 0.091275000000000009 0.10160000000000001 -0.070499999999999993 0.10611000000000001 -0.39067499999999994 -0.06959499999999999 -1.0000000180025095e-35 -0.050249999999999996 -0.012979999999999998 0.088185000000000013 0.087695000000000009 -0.084964999999999985 0.087765000000000024 -0.14175499999999996 -0.082039999999999988 0.10542000000000001 -0.08095999999999999 0.099990000000000009 0.092390000000000014 -0.080264999999999989 -0.022054999999999995 -0.089569999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 -3 -7 -8 17 10 15 -11 -13 -14 -15 -10 -17 20 -19 -20 21 22 -9 24 25 26 27 -16 -29 -30
right_child=1 2 -4 -5 -6 6 7 8 9 11 -12 12 13 14 23 16 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00026897970587015153 -3.4695823809930261e-06 0.00038269818216105236 -0.00040602378156274262 0.00057098931421933235 -0.00029713294722817163 -0.00028938057512277736 -0.00027897418005436305 0.00085627032793126993 0.00033235658505603814 0.00053394283278140474 -0.000863220745824427 0.00050632680227863608 0.00032833974262302945 -0.00063762437688031541 0.00071471217961516231 -0.00046977332932673845 0.00017229180560785937 0.00076169024075223952 0.00021516475884709508 -0.00050665965754888027 -0.00049347115545103973 4.9898280028752135e-06 -9.9179244716651749e-06 -0.00042685515751751766 -0.00013230517586252015 0.00050972510720244965 -0.0006346309687831395 -0.00036831761170059253 -0.00037603723420033932 0.00021806290425870216
leaf_weight=20 21 27 22 20 22 20 21 20 27 37 28 25 32 36 20 29 22 34 30 24 21 2115 20 27 190 26 21 39 20 105
leaf_count=20 21 27 22 20 22 20 21 20 27 37 28 25 32 36 20 29 22 34 30 24 21 2115 20 27 190 26 21 39 20 105
internal_value=0 1.7348e-06 -1.9501e-06 0.000276754 9.76041e-07 3.15058e-06 -2.77924e-07 1.66955e-06 3.66871e-06 -3.87352e-05 -0.000236128 -2.53513e-06 -3.92259e-05 -6.56577e-05 -9.17071e-05 -1.10177e-05 -0.000192804 1.64798e-05 0.000229461 -0.000105646 7.86656e-06 1.2752e-05 0.000423176 -4.78387e-05 -2.35313e-05 6.59364e-05 9.65106e-06 8.31832e-05 6.16752e-06 0.000123007
internal_weight=0 3101 3060 41 3038 3016 2989 2969 2948 684 106 578 541 516 484 78 51 2264 88 54 2176 2155 40 448 421 231 205 184 164 125
internal_count=3121 3101 3060 41 3038 3016 2989 2969 2948 684 106 578 541 516 484 78 51 2264 88 54 2176 2155 40 448 421 231 205 184 164 125
is_linear=0
shrinkage=0.1


Tree=2117
num_leaves=31
num_cat=0
split_feature=33 9 4 2 13 16 13 4 12 12 13 124 13 13 13 13 484 131 1373 457 48 457 457 49 133 16 150 3 1375 157
split_gain=0.000165275 0.000221446 0.00210252 0.00326856 0.00016684 0.000637984 0.000617284 0.000539933 0.00143856 0.00047054 0.000297744 0.00035041 0.000771974 0.000334925 0.000602347 0.000731618 0.000294008 0.000312062 0.000260188 0.000598605 0.000586664 0.000519589 0.000398618 0.000406117 0.00087797 0.0012192 0.0015013 0.000560988 0.000553164 0.000685763
threshold=-0.012019999999999998 0.086220000000000005 0.053180000000000012 -0.15339499999999998 -0.13710499999999998 0.23311500000000004 -0.11122999999999998 -0.033174999999999989 0.082095000000000015 -0.14757499999999998 -0.10278499999999999 -0.088289999999999993 -0.013634999999999998 -0.097984999999999989 -0.096404999999999991 -0.094514999999999988 0.036420000000000008 0.087580000000000005 -1.0000000180025095e-35 0.11612500000000002 0.092265000000000014 0.10021000000000001 0.091945000000000013 -0.010699999999999999 0.093615000000000018 -0.092804999999999985 0.11456000000000001 0.092670000000000016 0.083715000000000026 -0.077234999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 7 -6 8 -2 -8 -11 12 -12 -13 -15 -16 17 -9 -17 21 -21 22 23 24 25 26 -20 28 29 -27
right_child=1 2 3 -5 6 -7 9 16 -10 10 11 13 -14 14 15 18 -18 -19 19 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00024186212769044299 9.2317862034743206e-05 -0.00068851625110255554 -0.00013551140999576696 0.0015148815896827729 0.0005099756832350977 0.0003962520123459399 -0.0004709275239812476 -0.00016973866615182227 -0.00091258407503898666 0.00036252326586374856 0.00068821248233966214 -0.00038361616683212801 -0.00010712002773428909 0.0005207126557996328 -0.00049573232075393505 -0.00032677786512067545 0.00025817803279669198 0.00025938247810699974 -0.00096327834740400761 4.8690960102248934e-06 0.0007708091682388841 -0.00046513448614859954 0.00034245252138455677 1.2924771897638628e-05 0.00053013675853435421 0.00028007132599928546 7.1018341425414027e-05 0.00043016484546983111 -0.00053219582388499892 -0.00015937321659998993
leaf_weight=28 29 20 30 20 24 25 21 111 28 23 23 23 26 22 30 24 27 20 36 20 20 24 34 2164 20 49 23 22 26 129
leaf_count=28 29 20 30 20 24 25 21 111 28 23 23 23 26 22 30 24 27 20 36 20 20 24 34 2164 20 49 23 22 26 129
internal_value=0 2.18951e-06 0.000178028 0.000524646 -1.88217e-06 -8.18807e-05 5.01673e-06 -0.000137478 -0.000401318 6.24191e-07 4.24091e-06 1.20574e-06 0.000266199 -3.66473e-06 -3.58308e-07 -4.73204e-06 -4.22945e-05 -0.000104224 9.53023e-07 4.01712e-06 0.000387839 -2.05841e-06 2.38179e-06 -2.30124e-06 -0.000110331 -0.000155276 -0.000560078 -4.95979e-05 -0.000101337 -3.84025e-05
internal_weight=0 3093 70 50 3023 240 2783 215 57 2759 2738 2715 49 2666 2643 2621 158 131 2591 2567 40 2527 2503 2469 305 285 59 226 204 178
internal_count=3121 3093 70 50 3023 240 2783 215 57 2759 2738 2715 49 2666 2643 2621 158 131 2591 2567 40 2527 2503 2469 305 285 59 226 204 178
is_linear=0
shrinkage=0.1


Tree=2118
num_leaves=31
num_cat=0
split_feature=33 9 16 13 39 39 1 15 484 475 150 484 13 2 1455 12 13 484 157 474 2 474 1427 1446 45 47 47 13 47 38
split_gain=0.000133873 0.000179371 0.00179831 0.000975945 0.000148746 0.000198045 0.000300602 0.000419435 0.000203082 0.00154525 0.00100858 0.000716634 0.000517031 0.000735101 0.000804437 0.00101177 0.00062158 0.000445609 0.000586669 0.000258014 0.00106472 0.000321803 0.00039719 0.000838728 0.000228222 0.000313879 0.000281695 0.000488167 0.000425855 0.000836674
threshold=-0.012019999999999998 0.086220000000000005 -0.056919999999999991 -0.077799999999999994 -0.083889999999999978 -0.020804999999999994 0.16540500000000002 -0.56020999999999987 0.086135000000000017 -0.085684999999999997 0.10699000000000002 0.085130000000000011 -0.085384999999999975 0.113445 -0.069819999999999979 0.087830000000000005 -0.088589999999999988 0.093095000000000025 -0.080799999999999983 0.10970500000000001 0.11067500000000001 0.10008000000000002 0.089335000000000012 0.11655500000000001 0.094030000000000016 0.13975500000000002 0.10843500000000002 -0.067719999999999989 0.10397500000000001 0.10386000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 7 -7 11 -10 12 19 16 14 -14 17 -11 18 -16 21 -21 22 23 24 25 26 28 -28 29 -9
right_child=1 2 -4 -5 5 6 -8 8 9 10 -12 -13 13 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00021767589999269278 0.00027011676160327625 0.00021806084332638421 0.00084024198539555067 -0.00071541631838218083 -0.00023343063595176146 -0.00041130929696373643 0.00035947904841083546 6.7779840926335201e-06 0.00078597047332940354 -1.7491973786880927e-07 -0.00066098043410290437 -0.00045150369733164557 -0.00039542394766143733 -0.00057678515579374066 -0.0001676679129013792 0.00062666180036363326 0.00067228873021021082 -0.0002597338502080395 0.00059827542165294292 -0.00061993442038234714 0.00031502739404372523 0.00032235462985549785 0.00031906098431710761 -0.00059500264190622454 -0.00029011685009444827 0.00039675087959039956 4.1699022570907405e-05 -0.00036913530448146048 0.00033860619579699188 -0.00064288245863281196
leaf_weight=28 20 24 25 21 37 25 23 2248 28 28 21 36 31 21 20 35 27 39 20 29 21 31 38 24 27 20 61 55 38 20
leaf_count=28 20 24 25 21 37 25 23 2248 28 28 21 36 31 21 20 35 27 39 20 29 21 31 38 24 27 20 61 55 38 20
internal_value=0 1.97056e-06 0.000160225 -0.000217562 -1.69395e-06 -3.50421e-06 -6.35948e-07 -3.4503e-06 4.40342e-08 8.26613e-05 1.28666e-06 -8.37993e-06 6.4217e-05 -2.38249e-05 5.6259e-05 0.000179085 0.000329944 -1.92085e-05 0.000215304 -2.27256e-06 -0.00022725 2.11811e-06 -1.80418e-06 -6.69503e-06 -9.76365e-07 2.22052e-06 -1.03737e-06 -0.000153093 6.61158e-06 1.04906e-06
internal_weight=0 3093 70 45 3023 3003 2966 2943 2918 270 242 2648 221 166 145 114 55 79 40 2612 50 2562 2531 2493 2469 2442 2422 116 2306 2268
internal_count=3121 3093 70 45 3023 3003 2966 2943 2918 270 242 2648 221 166 145 114 55 79 40 2612 50 2562 2531 2493 2469 2442 2422 116 2306 2268
is_linear=0
shrinkage=0.1


Tree=2119
num_leaves=31
num_cat=0
split_feature=33 9 0 34 34 9 11 11 475 52 11 1428 2 16 0 3 11 11 42 400 13 4 2 16 400 1213 1210 12 42 2
split_gain=0.000139475 0.00015976 0.000394584 0.000207853 0.000258455 0.000308027 0.000140943 0.00041079 0.000282342 0.000520475 0.00109337 0.00080341 0.00021462 0.00019334 0.000525956 0.000415229 0.000700899 0.000286227 0.000271597 0.00022542 0.000642628 0.00128728 0.000518333 0.000449647 0.000384117 0.000214965 0.000727722 0.00053766 0.000585714 0.00112588
threshold=-0.044254999999999996 0.091905000000000014 -0.0058249999999999994 -0.097449999999999981 -0.084564999999999987 0.082870000000000013 0.096435000000000007 0.092630000000000018 -0.49524999999999991 -0.56022499999999986 0.079300000000000009 0.10256000000000001 0.11093500000000002 0.62925500000000012 -0.064339999999999994 -0.16726499999999997 0.076160000000000019 0.083010000000000014 0.075730000000000006 -0.082934999999999995 -0.0097949999999999982 -0.077999999999999986 0.08542000000000001 -0.08595499999999999 -0.081749999999999975 0.060985000000000004 -0.062539999999999984 0.08401500000000002 0.09858500000000002 0.084655000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 8 -6 10 -10 13 -8 15 -15 16 18 19 -11 20 21 -17 23 -22 -21 -26 -27 -28 29 -29
right_child=1 2 -4 4 5 -7 12 -9 9 11 -12 -13 -14 14 -16 17 -18 -19 -20 24 22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.00025090027821451341 0.00032252983946818859 -0.00043173248455527106 0.00011485382553655655 -0.00030891957540343692 0.0003648017738236203 0.0003835072618953529 0.00034328700737738663 -0.00044442146373469205 5.0344267455169331e-05 -0.00021907220462985015 -0.00085440325677733529 0.00061900173812838534 -6.576038962837471e-05 0.0001138819284476441 -0.0005872989748604596 0.001028844086395111 0.0007099276633446359 -0.00034146334354591092 0.00027239384587367319 -0.00043373770798401284 -0.00015657536887374592 -6.8117940352986693e-05 -0.00033228577504975396 0.00049174719353449416 -1.2467784743990087e-05 0.00065375114680223524 0.00041119461743316301 -0.0006972427712753416 0.00042782850879510603 3.3890350102464091e-05
leaf_weight=22 20 28 25 27 21 21 29 21 34 23 22 21 23 23 20 20 22 25 22 21 20 23 34 23 2346 21 30 28 21 85
leaf_count=22 20 28 25 27 21 21 29 21 34 23 22 21 23 23 20 20 22 25 22 21 20 23 34 23 2346 21 30 28 21 85
internal_value=0 -1.78116e-06 -0.000173909 1.21384e-06 -9.09862e-07 1.86315e-06 -8.28095e-07 -3.72826e-06 -5.4253e-07 -3.2028e-06 -0.000305092 2.7752e-06 0.000162362 -1.83497e-06 -0.000212249 1.43847e-06 0.000247349 -4.67055e-06 2.12001e-05 -1.51942e-06 0.000132426 0.000442097 -4.0507e-05 0.000190202 -7.8178e-06 -4.28389e-06 9.94967e-05 2.85251e-05 -5.71472e-05 -0.000147275
internal_weight=0 3099 53 3046 3026 2999 2978 2926 2905 2884 56 2828 52 2807 43 2764 67 2697 45 2672 120 43 77 43 2552 2531 185 164 134 113
internal_count=3121 3099 53 3046 3026 2999 2978 2926 2905 2884 56 2828 52 2807 43 2764 67 2697 45 2672 120 43 77 43 2552 2531 185 164 134 113
is_linear=0
shrinkage=0.1


Tree=2120
num_leaves=31
num_cat=0
split_feature=33 34 9 1 129 129 2 4 0 12 43 130 42 133 1213 130 39 0 3 15 132 13 394 15 42 12 4 52 4 403
split_gain=0.000136005 0.000184859 0.000308118 0.000959902 0.000131988 0.000528462 0.000471388 0.000664929 0.000584825 0.000486186 0.0006235 0.000499854 0.000434428 0.000281966 0.000324597 0.000270798 0.000399429 0.000234479 0.000279353 0.000198168 0.000798801 0.00380337 0.00248704 0.000990356 0.00228233 0.00077465 0.000754174 0.00158939 0.00120106 0.00106663
threshold=-0.009184999999999997 -0.112215 0.088235000000000022 0.12000500000000001 0.083780000000000007 0.086435000000000012 0.11177500000000001 0.057560000000000007 -0.059114999999999994 0.092995000000000008 -0.03898999999999999 0.087100000000000025 -0.16797499999999996 -0.082724999999999979 -0.0057349999999999996 -0.22699999999999995 0.14059500000000003 0.18019500000000002 0.51139500000000016 0.087485000000000021 -0.083284999999999984 -0.01163 0.0066850000000000008 0.088850000000000012 0.085730000000000015 0.090285000000000018 -0.081839999999999982 0.048770000000000008 -0.081114999999999979 -0.53762499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 12 -6 7 9 -8 11 -11 13 -3 -7 -15 -14 17 18 19 -17 21 -21 23 24 25 -22 27 -25 -28 -30
right_child=1 2 3 -5 5 6 8 -9 -10 10 -12 -13 15 14 -16 16 -18 -19 -20 20 22 -23 -24 26 -26 -27 28 -29 29 -31
leaf_value=-0.00020841498647519811 -0.00028674882616376801 -0.00047079233627300709 0.00076752543183309697 -0.00010811244724355939 0.00047848888515155909 -0.00028347725582716525 -0.00065772909715416895 0.00063180892204400157 8.0049767844188465e-05 -4.3089342615266724e-05 0.00062094143633238186 -0.00053872128843241145 -0.00036964845538022933 -0.00013962834872755 0.00030720375220266152 -2.0123864272789387e-05 0.00042403761233965109 -0.00030264972715835593 0.00036240444065437522 0.0013365049034093871 -0.00048195974080347999 -0.00054905283606785813 -0.001083399797207676 1.0397752128866208e-06 0.00098311077778427203 0.00036071235022973271 0.00071807842200192129 -0.00086912981421156824 -0.00066010994196403778 5.4988988032431318e-05
leaf_weight=31 22 20 21 31 28 25 21 20 22 31 26 21 20 29 37 1950 22 26 21 23 24 20 20 76 35 20 26 29 22 402
leaf_count=31 22 20 21 31 28 25 21 20 22 31 26 21 20 29 37 1950 22 26 21 23 24 20 20 76 35 20 26 29 22 402
internal_value=0 2.09089e-06 4.1621e-06 0.000245511 9.20432e-10 6.811e-05 1.85815e-05 8.65721e-05 -0.000280261 2.2047e-05 0.000259802 -9.89532e-05 -6.42446e-06 2.53171e-06 0.000110868 -3.02996e-06 -3.30267e-07 -3.79578e-06 -8.83411e-07 -3.76556e-06 4.20001e-05 0.000459501 1.45498e-05 4.91854e-05 0.000380457 -9.8927e-05 2.03144e-06 -0.000239293 5.83404e-05 1.78848e-05
internal_weight=0 3090 3068 52 3016 260 232 189 43 169 57 112 2756 91 66 2736 2716 2694 2668 2647 697 43 654 634 79 44 555 105 450 424
internal_count=3121 3090 3068 52 3016 260 232 189 43 169 57 112 2756 91 66 2736 2716 2694 2668 2647 697 43 654 634 79 44 555 105 450 424
is_linear=0
shrinkage=0.1


Tree=2121
num_leaves=31
num_cat=0
split_feature=132 394 15 15 1201 128 128 128 128 13 133 394 390 128 12 130 14 14 142 52 10 1 0 52 9 13 13 4 12 51
split_gain=0.000146772 0.000450978 0.000492338 0.000252884 0.000210347 0.000162674 0.000274165 0.000228415 0.000192631 0.000915249 0.000578203 0.000269228 0.000401447 0.000218691 0.000472281 0.000342984 0.00021586 0.0008577 0.000776288 0.00029956 0.000213662 0.00148841 0.00121641 0.000461515 0.000442761 0.000320426 0.00119657 0.000497249 0.0004931 0.000342853
threshold=-0.083174999999999985 0.013605000000000001 0.087960000000000024 0.091295000000000015 -0.080364999999999978 0.11976500000000002 0.11059000000000001 0.10670500000000001 0.089290000000000022 0.0036400000000000004 -0.015929999999999996 -0.11103499999999998 0.088485000000000008 0.079650000000000012 0.23631000000000002 -0.22229499999999999 0.078235000000000013 0.085220000000000004 -0.057499999999999989 -0.014264999999999998 -0.011559999999999999 0.093400000000000025 -0.098289999999999975 -0.063789999999999986 0.08925000000000001 -0.17933499999999997 -0.40078499999999995 -0.15289999999999995 -0.12529499999999996 0.012085000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 -1 -2 6 7 8 11 10 -10 -6 13 14 15 -13 18 -18 -17 -19 21 -20 -23 -24 25 26 27 -22 -27 -30
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 -12 12 -14 -15 -16 16 17 19 20 -21 24 22 23 -25 -26 28 -28 -29 29 -31
leaf_value=-3.4564174290464605e-05 0.00024852318473516359 -1.9785053082159722e-05 0.00067347972321191011 -0.00033843254932435234 0.00034162810872025466 0.00026316228993338253 -0.00036384106497280302 0.00031978592821608554 -0.00029245417152362114 -0.0005844312343528615 0.0003778714781454314 0.00041490114992484453 -0.00036571958257506292 0.00023720883383738023 -0.00048543082346441229 0.0006097118059794109 -0.00058346260474839565 -0.00011635595513292141 -0.00091518577391980216 0.00039425967843271793 0.00044813576414959419 0.00072428267762006729 0.00011187228288430821 -0.0004526319156017659 0.00036339191026533681 0.00047975312432258356 -0.00070632582190834612 -0.00010489925593396442 -1.3710282300254608e-05 9.3639036327311238e-05
leaf_weight=190 34 20 21 32 23 23 21 22 22 31 31 20 30 39 20 21 30 27 20 20 21 20 28 30 34 22 30 72 1811 356
leaf_count=190 34 20 21 32 23 23 21 22 22 31 31 20 30 39 20 21 30 27 20 20 21 20 28 30 34 22 30 72 1811 356
internal_value=0 6.00105e-06 0.000335302 -7.8365e-05 1.277e-06 -1.69976e-06 -3.87463e-06 -1.15546e-06 -3.71555e-06 -0.000152826 9.96231e-05 9.68536e-07 -1.98702e-06 2.17627e-06 -1.37379e-06 2.40495e-06 -8.40497e-07 -0.000165718 4.30984e-06 0.000100927 -8.92061e-07 -0.000145557 5.17836e-05 -0.000180113 5.15107e-06 -1.17182e-07 -0.000157168 1.99796e-05 8.70751e-06 3.92532e-06
internal_weight=0 2899 41 222 2858 2824 2801 2780 2758 84 53 2674 2651 2621 2582 2562 2542 77 2465 47 2444 98 78 58 2346 2312 123 93 2189 2167
internal_count=3121 2899 41 222 2858 2824 2801 2780 2758 84 53 2674 2651 2621 2582 2562 2542 77 2465 47 2444 98 78 58 2346 2312 123 93 2189 2167
is_linear=0
shrinkage=0.1


Tree=2122
num_leaves=31
num_cat=0
split_feature=130 12 374 1 46 471 152 2 48 2 13 48 2 150 156 42 158 159 474 156 157 16 43 43 151 147 150 3 13 1429
split_gain=0.000136647 0.00028596 0.000163986 0.000158382 0.000276397 0.000266932 0.000227984 0.000174492 0.000673361 0.000629868 0.00090285 0.000468055 0.00088411 0.000448875 0.0004751 0.000684683 0.000454813 0.000680913 0.000426992 0.000406423 0.000688263 0.000430925 0.000370947 0.000463998 0.000349821 0.00105141 0.000502999 0.000357135 0.000937769 0.000755202
threshold=-0.23647499999999996 0.23631000000000002 0.092550000000000007 0.15618500000000002 0.096120000000000011 0.10338500000000002 0.083555000000000004 0.113445 0.12474000000000002 0.11510000000000002 -0.061684999999999997 0.11156500000000001 0.11237500000000002 0.11235000000000002 0.10541000000000002 0.088795000000000013 0.107145 0.10620500000000001 -0.24402999999999997 0.11969000000000002 -0.04831499999999999 0.51524500000000006 -0.052894999999999991 0.11268500000000002 0.13340000000000005 0.095485000000000014 0.12187000000000002 0.013900000000000001 -0.15416999999999995 -0.026244999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 11 10 -9 12 18 14 16 -16 17 22 -2 21 -21 24 -11 -24 25 26 27 28 -20 -29
right_child=1 -3 -4 -5 -6 -7 -8 9 -10 13 -12 -13 -14 -15 15 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0002605486661195755 0.00044036564650014044 0.00036092927662552529 0.00026513147269092177 -0.00021439193167939916 0.00029662334126178102 -0.00032253724835195154 0.00028853677644359842 -7.2582943782132746e-06 0.00057057177857911619 6.0381527294436457e-05 -0.0009169903027941473 -0.00035108677526983923 0.00066941179029527125 0.00033127937033372514 0.00061293634207686414 -0.00017929196154000239 0.00033955876927145508 -0.00066677215099017223 -0.00062058322667144243 -0.00073761715728323915 4.2670009917436314e-05 0.00031002838407908311 -0.00025620850545911473 0.00021280046308675083 -0.00034167471186568341 0.00070636137797486134 -0.00049162907706063591 -0.0004465815152616415 -4.3759800258211196e-06 0.00020430234409997601
leaf_weight=20 22 22 23 35 31 26 27 24 21 103 20 37 20 33 24 20 22 22 25 20 26 45 135 25 30 21 21 20 2037 164
leaf_count=20 22 22 23 35 31 26 27 24 21 103 20 37 20 33 24 20 22 22 25 20 26 45 135 25 30 21 21 20 2037 164
internal_value=0 1.68042e-06 -8.86477e-07 -2.88858e-06 -4.38189e-07 -3.51809e-06 -7.19677e-07 -3.37883e-06 6.68835e-06 -6.23941e-05 -0.000420773 1.92888e-06 7.25797e-06 -2.13299e-05 -5.44812e-05 0.000252833 -9.85262e-05 -0.000132343 1.81038e-06 -2.19469e-06 -0.000296585 3.53615e-06 -8.76382e-05 -0.000182926 -2.41387e-06 2.03448e-06 -4.48995e-06 6.47828e-08 -1.1847e-05 0.000133554
internal_weight=0 3101 3079 3056 3021 2990 2964 2937 2509 428 44 2488 2451 384 351 44 307 285 2431 2409 46 2363 263 160 2318 2288 2267 2246 2062 184
internal_count=3121 3101 3079 3056 3021 2990 2964 2937 2509 428 44 2488 2451 384 351 44 307 285 2431 2409 46 2363 263 160 2318 2288 2267 2246 2062 184
is_linear=0
shrinkage=0.1


Tree=2123
num_leaves=31
num_cat=0
split_feature=132 132 393 50 131 13 13 16 402 390 42 394 129 394 12 52 129 131 43 12 130 130 133 12 13 13 43 43 3 3
split_gain=0.00012147 0.000404765 0.000244458 0.000218578 0.000243818 0.00026039 0.000611558 0.000255035 0.000301138 0.00016498 0.000231263 0.000156899 0.000509545 0.000164947 0.000265952 0.000325957 0.000177941 0.000302125 0.000206164 0.00034758 0.000268564 0.000350522 0.000226294 0.000207246 0.00095963 0.00168717 0.000477028 0.000888732 0.000677956 0.00125762
threshold=-0.083174999999999985 -0.050879999999999988 0.10389500000000002 0.09227500000000001 0.096845000000000014 0.056795000000000005 0.0036400000000000004 -0.087874999999999981 0.087195000000000009 0.087590000000000015 -0.012324999999999997 -0.093064999999999981 0.097140000000000018 -0.0088999999999999982 0.090285000000000018 0.08257500000000001 0.10532000000000001 0.13602500000000003 -0.50775499999999985 0.090345000000000023 -0.22699999999999995 -0.092879999999999976 0.51834500000000017 0.099815000000000015 -0.063184999999999977 -0.052719999999999996 -0.064334999999999989 -0.097804999999999989 -0.13309499999999996 -0.064674999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 -9 11 -11 12 -3 14 15 -13 17 18 19 -15 -20 -22 23 -23 -25 -26 27 -27 -28 -30
right_child=1 9 -4 -5 -6 -7 -8 8 -10 10 -12 13 -14 16 -16 -17 -18 -19 20 -21 21 22 -24 24 25 26 28 -29 29 -31
leaf_value=-0.00010747138868383547 0.000390837821571579 -0.00052495399206897925 -0.00032698889474431781 -0.00029176112730056047 -0.00030260731201408258 0.00036272433174720699 -0.0005025471598492005 0.00039640562036089629 -5.9823149216675155e-05 0.00044395465396519286 -3.6943616796634162e-05 -0.00013063665642403067 0.0001724581717280671 -4.0423728261465356e-05 0.00038767450018245396 0.00027068775962106882 -0.00021795031810286581 0.00032098904846171884 -0.00034754948396964567 0.00050656675746376138 0.00034756735258270057 5.7560217099468764e-06 -0.00026071256377950444 0.00018706220100611563 -0.00097625218237226371 -0.00012966891737514229 6.7995500121469386e-05 0.00062640921486573379 -0.00099689416959881797 -3.6553249932088271e-05
leaf_weight=36 27 22 32 27 21 24 20 39 23 20 20 50 20 26 28 34 38 29 23 21 28 2194 35 89 25 53 40 22 25 30
leaf_count=36 27 22 32 27 21 24 20 39 23 20 20 50 20 26 28 34 38 29 23 21 28 2194 35 89 25 53 40 22 25 30
internal_value=0 5.45932e-06 -7.1291e-05 -2.8226e-05 1.5427e-05 6.24603e-05 1.38961e-06 0.000104234 0.000227159 1.83634e-06 0.000203506 -1.0121e-06 -0.000192853 1.87583e-06 0.000120772 3.18042e-05 -3.09667e-06 -4.077e-09 -3.5693e-06 0.000203976 -7.37376e-06 -4.29464e-06 -8.21511e-06 -4.64876e-06 -8.50294e-05 -0.000209215 -9.64152e-05 9.2114e-05 -0.000245254 -0.000473072
internal_weight=0 2899 222 190 163 142 118 98 62 2872 40 2832 42 2790 112 84 2678 2640 2611 47 2564 2541 2513 2478 284 195 170 75 95 55
internal_count=3121 2899 222 190 163 142 118 98 62 2872 40 2832 42 2790 112 84 2678 2640 2611 47 2564 2541 2513 2478 284 195 170 75 95 55
is_linear=0
shrinkage=0.1


Tree=2124
num_leaves=31
num_cat=0
split_feature=130 40 120 33 12 15 9 3 153 481 13 13 481 43 403 15 1210 50 132 1211 132 393 50 1212 4 43 150 4 16 403
split_gain=0.000129357 0.000305422 0.000367061 0.000243709 0.000195325 0.000513822 0.00036606 0.00117834 0.000183899 0.000175891 0.000773573 0.00162244 0.0006931 0.000405686 0.000198515 0.000844852 0.000525428 0.000228194 0.0025984 0.00282814 0.000849872 0.000460073 0.00044908 0.0003624 0.000910086 0.000350817 0.000516697 0.000512883 0.00103539 0.00181051
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.012019999999999998 0.12757000000000002 -0.059484999999999989 0.091600000000000015 -0.13927999999999999 0.086100000000000024 -0.087424999999999989 -0.081224999999999978 -0.086589999999999986 -0.085894999999999985 -0.074974999999999986 -0.53960999999999981 0.089740000000000014 -0.40154499999999999 1.0000000180025095e-35 -0.083284999999999984 0.11048500000000001 -0.0063199999999999992 0.11170000000000001 0.086580000000000004 0.11006000000000002 -0.077999999999999986 -0.089499999999999982 0.10375000000000002 0.16173500000000005 -0.077879999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 8 -8 9 10 11 -5 -11 -12 15 -14 -16 21 -19 20 -20 23 -22 25 -25 26 27 28 29 -18
right_child=1 2 -4 4 5 -7 7 -9 -10 12 13 -13 14 -15 16 -17 17 18 19 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00023627848498543482 -0.00039127310621552171 -0.00030126039454006351 0.000407781954113902 0.00011681120780329885 -0.00056272059049330308 4.4545337971756356e-05 -0.00030820584473985948 0.0006967838484602648 -0.00028840718388726763 0.00057889453157605167 0.00053756037261337047 -0.00089463286231279953 -0.0001486538289201336 -9.9374098936095835e-05 -0.00051257812709081918 0.00057661129670844372 7.4787375051528219e-05 0.0011003973005521718 0.0007132633609580807 -0.00089620352814563382 0.00037129571605757332 -0.00046742249985320754 1.6187329170728536e-05 0.00076526696627427426 -5.1268388648541312e-05 -3.4082748526006155e-05 0.00048575810157802028 -0.00029299383794550971 -1.8381415531497993e-05 0.0011468317565310787
leaf_weight=23 20 27 22 35 22 38 20 28 22 21 20 29 36 20 20 29 50 23 20 32 39 22 410 21 39 1705 28 41 236 23
leaf_count=23 20 27 22 35 22 38 20 28 22 21 20 29 36 20 20 29 50 23 20 32 39 22 410 21 39 1705 28 41 236 23
internal_value=0 -1.75417e-06 7.76818e-07 -2.15319e-06 5.12998e-07 -0.000178119 4.12294e-06 0.000278038 -3.78236e-07 1.80756e-06 -0.000125887 -0.000341499 6.55899e-06 0.000219093 2.22624e-06 0.000174926 -1.91754e-06 1.88061e-06 6.1094e-05 1.33814e-05 7.54427e-05 -1.24509e-05 4.70319e-05 -7.78021e-06 0.000234519 -1.47595e-05 7.23994e-05 3.93307e-05 8.34255e-05 0.000412555
internal_weight=0 3098 3078 3056 3029 60 2969 48 2921 2899 104 64 2795 40 2774 65 2709 2689 524 501 469 2165 449 2143 60 2083 378 350 309 73
internal_count=3121 3098 3078 3056 3029 60 2969 48 2921 2899 104 64 2795 40 2774 65 2709 2689 524 501 469 2165 449 2143 60 2083 378 350 309 73
is_linear=0
shrinkage=0.1


Tree=2125
num_leaves=31
num_cat=0
split_feature=33 9 0 34 9 1 121 50 133 3 474 12 1456 52 16 156 156 1425 44 0 16 150 0 48 1375 1452 1373 49 1427 2
split_gain=0.000144866 0.000257767 0.00036992 0.000191649 0.000236488 0.0002313 0.000487115 0.000238402 0.000811976 0.000665542 0.000458137 0.000413413 0.000259716 0.000640531 0.000276874 0.000223929 0.00023635 0.000272326 0.000177259 0.000592399 0.000260242 0.000379684 0.000204793 0.00042069 0.000410947 0.000239526 0.000275206 0.00044898 0.000398909 0.000534924
threshold=-0.044254999999999996 0.091905000000000014 -0.0058249999999999994 -0.097449999999999981 -0.090799999999999978 0.16540500000000002 -0.094339999999999993 -0.099524999999999988 0.090665000000000009 -0.078084999999999988 -0.45463999999999999 1.0000000180025095e-35 0.10959500000000001 -0.034054999999999995 -0.56967999999999985 0.28241000000000005 0.12734000000000004 0.08789000000000001 0.10049500000000001 -0.26609999999999995 -0.54165499999999989 1.0000000180025095e-35 -0.23051499999999997 0.092205000000000023 0.097315000000000026 0.11609000000000001 0.081220000000000014 -0.0069299999999999995 0.089335000000000012 0.087955000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 9 -8 -9 -11 14 -14 -12 16 17 18 19 -16 21 -21 23 -22 25 26 28 -28 -24 -30
right_child=1 2 -4 4 5 -7 7 10 -10 11 12 -13 13 -15 15 -17 -18 -19 -20 20 22 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00025570291830015116 0.00031052642430722698 -0.00047009124308325617 5.9137100470252336e-05 -0.00028424397731151687 -0.00047949714741359159 0.00034163681659265421 -0.00043229119662471392 -0.00045637296054999092 0.00055476034587413517 -9.7475613494260382e-05 0.00036733068367798946 0.00047205956190009605 0.00014918371836591344 -0.00060556258388754468 0.00054531171335838737 0.00030696936152404912 -0.00025801848458026404 0.00034615098227969496 -0.00025925633336345736 0.00054659524660867953 -0.00042036332690093496 -5.4739502125552718e-05 -8.6372992414160266e-06 0.00015218369288569583 0.00039461877307845635 0.00033968254167120903 8.201924131505869e-05 -0.00053739466238766909 0.00067716910474700852 -2.3078437944453378e-05
leaf_weight=22 20 28 25 29 21 20 27 22 34 26 21 25 22 23 20 24 35 23 26 21 33 21 2395 21 26 20 22 25 20 24
leaf_count=22 20 28 25 29 21 20 27 22 34 26 21 25 22 23 20 24 35 23 26 21 33 21 2395 21 26 20 22 25 20 24
internal_value=0 -1.81525e-06 -0.000220455 1.98906e-06 -5.01861e-08 2.69977e-06 4.22733e-07 3.83218e-06 0.000146939 -3.083e-05 -1.80351e-06 0.000181708 1.74026e-06 -0.000236576 5.60205e-06 2.84578e-06 1.74121e-07 3.52478e-06 5.77738e-07 3.12898e-06 -9.97221e-07 0.000245928 -5.00761e-06 -0.000197706 -8.97921e-07 -5.00145e-06 -7.77445e-06 -0.000247456 -3.15573e-06 0.000295216
internal_weight=0 3099 53 3046 3026 2997 2977 2956 112 78 2844 51 2822 45 2777 2756 2732 2697 2674 2648 2628 42 2586 54 2532 2506 2486 47 2439 44
internal_count=3121 3099 53 3046 3026 2997 2977 2956 112 78 2844 51 2822 45 2777 2756 2732 2697 2674 2648 2628 42 2586 54 2532 2506 2486 47 2439 44
is_linear=0
shrinkage=0.1


Tree=2126
num_leaves=31
num_cat=0
split_feature=480 3 15 4 403 154 474 403 1208 403 403 16 2 4 1447 2 15 15 1 0 12 52 52 13 13 12 2 13 42 133
split_gain=0.000131827 0.000738239 0.00103788 0.000665171 0.00052678 0.000378497 0.00037119 0.000376888 0.000369442 0.00127911 0.000687816 0.000302702 0.000724622 0.000541169 0.000429754 0.000354132 0.000193403 0.000233676 0.000571966 0.000508337 0.000270532 0.000224711 0.000515973 0.000977839 0.000455959 0.00110432 0.00178846 0.000965452 0.0016976 0.000853104
threshold=0.086995000000000017 -0.085709999999999995 0.035560000000000008 -0.083439999999999986 -0.55327499999999985 0.084190000000000001 -0.45463999999999999 -0.54856499999999986 0.099975000000000008 -0.5335399999999999 -0.53101999999999994 -0.040964999999999994 0.10327000000000001 -0.0057249999999999992 -0.050039999999999994 0.087750000000000009 -0.5556049999999999 -0.43375999999999998 0.13686500000000004 -0.068944999999999992 -0.087484999999999993 0.091275000000000009 0.088185000000000013 -0.07743499999999999 -0.077944999999999987 0.09141500000000001 0.097385000000000013 -0.039649999999999998 0.096235000000000015 0.093255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 -6 -8 10 -10 -9 13 15 -5 -15 -13 -12 18 19 20 -18 22 -19 -24 25 29 -27 28 -26 -23
right_child=1 3 -4 11 5 -7 7 8 9 -11 16 12 -14 14 -16 -17 17 21 -20 -21 -22 24 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.00047197570323381419 4.5850550356720181e-05 0.0005592755082761869 -0.00094835921911345347 0.00040758517633851933 -0.00041073565470552158 0.0004245389482959928 -0.00041069562311432412 -0.00054467258742079143 0.00089501714595826339 -0.00013073734909055694 0.00021243416942359709 -0.000182757777015881 0.00025981676964355365 0.0001242087409115845 -0.00048738329147454359 -0.0007641654525650665 0.00012941933140003432 1.2593484625731377e-05 -0.00045539212855816774 0.00045259225313202481 -0.00034186800259766617 -0.00013915494350813255 0.00082240116735983579 4.5911398827394641e-05 -0.00097145198308157201 0.0010301569062802528 -0.00010081855299208186 -1.0271603915323044e-05 -9.7341359308783846e-05 0.00049797882141623022
leaf_weight=24 21 20 21 30 22 21 22 23 20 31 44 22 21 27 20 20 21 1953 38 20 29 169 23 55 33 27 29 223 68 24
leaf_count=24 21 20 21 30 22 21 22 23 20 31 44 22 21 27 20 20 21 1953 38 20 29 169 23 55 33 27 29 223 68 24
internal_value=0 -7.81261e-05 -0.000451254 1.982e-05 5.40647e-06 1.53854e-06 -1.55228e-06 1.60411e-06 4.80927e-06 0.000271519 -8.53723e-08 -5.7245e-05 -0.000219807 7.57601e-05 -0.000136043 -0.000459619 4.45944e-06 1.08522e-06 -0.00014305 2.65068e-05 -0.000143927 7.06319e-06 2.26664e-05 0.000274876 -4.82424e-05 5.35133e-05 0.000444473 -0.000126444 -0.000382942 -5.99259e-05
internal_weight=0 202 42 160 2919 2895 2874 2852 2830 51 2779 140 63 77 47 42 2756 2712 108 70 50 2604 2031 78 573 249 56 324 101 193
internal_count=3121 202 42 160 2919 2895 2874 2852 2830 51 2779 140 63 77 47 42 2756 2712 108 70 50 2604 2031 78 573 249 56 324 101 193
is_linear=0
shrinkage=0.1


Tree=2127
num_leaves=31
num_cat=0
split_feature=447 148 147 447 1375 1 1374 1426 1425 155 155 1 1428 154 0 1456 1456 160 1429 457 1372 1429 12 484 474 3 16 1429 481 481
split_gain=0.000124152 0.000275411 0.00121365 0.000685735 0.000222974 0.000888375 0.000649338 0.000193777 0.000201633 0.000195529 0.000234152 0.000526214 0.000294689 0.000204319 0.000280114 0.000251537 0.000397423 0.000247708 0.00023321 0.00227663 0.00192712 0.000520526 0.000838299 0.000807088 0.000642224 0.00086167 0.000490086 0.000320916 0.000256959 0.000332321
threshold=0.088380000000000014 -0.079549999999999996 0.097985000000000017 0.090460000000000013 -0.22285999999999997 0.087325000000000014 -0.096434999999999979 -0.089244999999999977 0.10034500000000002 0.14547000000000002 0.11562500000000002 0.10293500000000001 -0.018864999999999996 0.085530000000000009 -0.26343999999999995 0.11510000000000002 0.10795500000000001 -0.57146499999999989 0.083985000000000018 0.041220000000000007 -0.082274999999999987 0.084770000000000012 0.086655000000000024 -0.081614999999999979 0.10674500000000002 -0.08323499999999999 0.052820000000000013 0.08103500000000001 -0.15447499999999997 -0.086484999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6 -8 9 10 12 -12 -9 14 -14 16 17 -16 20 21 -19 -20 23 -23 25 -24 -25 28 -22 -30
right_child=1 2 -4 -5 6 -7 7 8 -10 -11 11 -13 13 -15 15 -17 -18 18 19 -21 27 22 24 26 -26 -27 -28 -29 29 -31
leaf_value=-0.0001953305103816092 -0.00070858716741592324 0.00059081196863685779 -0.000472007820332822 4.1746698492527784e-05 -0.0005412199460393326 0.00066583163425093517 0.00027587573657421251 0.0003070115102673299 -0.00029325478548265023 0.00031559489812934774 0.00013166512449970467 -0.00058505296474322679 0.00035958177309525625 -0.00030892751944650498 0.00032094239189367122 0.00025351329606611474 -0.00043560759818536189 -0.00098724397406840586 -0.00049896703596459698 0.0010866412017050953 -0.00029667120659723881 0.00078165655484719373 -0.0009260189713677392 -0.00027248064203983327 0.00022103018820330148 2.2430877288570628e-06 0.00034333850157314115 0.00031293698884837795 0.00024787607955938887 -7.6720428843230276e-06
leaf_weight=25 21 22 21 29 22 23 26 32 23 20 20 21 22 21 24 39 21 20 20 21 30 22 20 24 21 20 28 32 52 2379
leaf_count=25 21 22 21 29 22 23 26 32 23 20 20 21 22 21 24 39 21 20 20 21 30 22 20 24 21 20 28 32 52 2379
internal_value=0 -0.000113806 7.17604e-05 -0.000273394 3.49536e-06 0.00021731 5.13711e-08 4.07705e-06 1.66683e-06 3.99863e-06 1.84151e-06 -0.000235434 5.25735e-06 1.82832e-06 4.16316e-06 1.3434e-06 -2.25376e-06 1.10062e-06 -1.75405e-06 0.000109526 -9.54766e-06 -2.2857e-05 4.76778e-05 0.000273924 -0.000226785 -0.000461888 5.91143e-05 -1.70413e-06 -5.79536e-06 -2.20577e-06
internal_weight=0 93 43 50 3028 48 2980 2958 2932 2909 2889 41 2848 2816 2795 2773 2734 2713 2689 176 2513 155 135 74 61 40 52 2493 2461 2431
internal_count=3121 93 43 50 3028 48 2980 2958 2932 2909 2889 41 2848 2816 2795 2773 2734 2713 2689 176 2513 155 135 74 61 40 52 2493 2461 2431
is_linear=0
shrinkage=0.1


Tree=2128
num_leaves=31
num_cat=0
split_feature=151 16 3 16 2 447 147 0 52 4 16 160 49 159 0 43 3 52 52 52 52 15 3 483 13 2 12 484 133 15
split_gain=0.000154677 0.000150495 0.000583238 0.000465108 0.000347374 0.000194878 0.000298924 0.000248885 0.000896035 0.00110047 0.00109676 0.000684541 0.0005882 0.000527224 0.000520498 0.0013357 0.000421606 0.000217607 0.000502222 0.00154685 0.000614434 0.00102158 0.000634905 0.00074789 0.000744396 0.000595652 0.000536456 0.000411604 0.000370699 0.000363954
threshold=-0.5666199999999999 -0.5335399999999999 0.10732000000000001 -0.54928499999999991 0.11263500000000001 0.091515000000000013 0.090755000000000016 -0.14794999999999997 -0.080114999999999978 -0.0029599999999999995 -0.0064149999999999997 0.095580000000000012 -0.009244999999999998 -0.041644999999999995 -0.14116499999999996 -0.010739999999999998 0.088060000000000013 0.091275000000000009 0.10160000000000001 0.096795000000000006 0.10611000000000001 0.091915000000000011 -0.081334999999999977 -0.067254999999999995 -0.085669999999999982 0.083795000000000022 0.089085000000000011 0.068975000000000009 -0.082724999999999979 -0.013104999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 8 9 -3 11 12 -10 -14 15 -9 -15 -16 19 28 21 -20 24 -24 -22 -26 27 -27 -19 -28
right_child=1 5 4 -5 -6 -7 -8 14 10 -11 -12 -13 13 16 17 -17 -18 18 20 -21 22 -23 23 -25 25 26 29 -29 -30 -31
leaf_value=0.00027048140487057114 -0.00015682060650512789 9.5402939619723329e-05 -0.00013279402101900253 0.00034888791663932709 -0.00071511958245537252 -0.00022874485774890572 0.00031422603811557978 8.3052219499797126e-05 -0.00037055889481742838 -0.00078912123304193801 0.00091929415357299153 0.00056247264708809812 -0.00018621269273959721 8.2195827047447286e-05 1.6712071132166006e-05 -0.0008581073998939246 0.00063823328749276699 -0.00030094429845727673 0.00087187246623216203 -0.00088664247166109688 -0.00062689753540325912 -0.0001388597714685602 -0.00055368202389217914 7.7370402572365471e-05 0.00036665022856576126 -0.0007410015782928288 -0.00026369187499171703 -0.00012675097706960515 0.00014369743026327342 0.00022189055898431408
leaf_weight=21 44 39 21 31 20 36 31 38 29 22 20 29 30 30 1992 25 25 30 20 28 33 20 20 308 23 24 29 20 50 33
leaf_count=21 44 39 21 31 20 36 31 38 29 22 20 29 30 30 1992 25 25 30 20 28 33 20 20 308 23 24 29 20 50 33
internal_value=0 -1.83229e-06 -0.000113583 5.22056e-05 -0.000416855 2.51191e-06 5.33594e-06 2.05326e-06 0.000103334 -0.000223606 0.000225685 0.000128677 1.83256e-05 0.000151004 -6.37111e-06 -0.000290424 0.00033494 4.33194e-07 -5.03936e-05 -0.000246939 -1.03428e-05 0.000366506 -4.1106e-05 3.88916e-05 -0.000203077 -9.46572e-05 -0.000194752 -0.000461797 -2.30432e-05 -5.23671e-06
internal_weight=0 3100 116 75 41 2984 2948 2917 224 61 163 143 114 85 2693 63 55 2630 638 108 530 40 490 328 162 129 106 44 80 62
internal_count=3121 3100 116 75 41 2984 2948 2917 224 61 163 143 114 85 2693 63 55 2630 638 108 530 40 490 328 162 129 106 44 80 62
is_linear=0
shrinkage=0.1


Tree=2129
num_leaves=31
num_cat=0
split_feature=151 1373 1374 1375 16 3 16 0 1 1 2 2 14 0 15 43 15 158 484 42 159 43 4 4 1 50 133 474 3 11
split_gain=0.000125288 0.000125434 0.00065635 0.000159863 0.00014418 0.000570895 0.000376737 0.000198984 0.000760505 0.000388008 0.000831832 0.00072978 0.000204642 0.000299494 0.00159324 0.000623143 0.000930196 0.000247041 0.00120874 0.000829686 0.00114422 0.000636563 0.000604493 0.000537344 0.000299682 0.000352584 0.00135973 0.000444895 0.000404455 0.000299162
threshold=-0.5666199999999999 -1.0000000180025095e-35 -0.08070999999999999 -0.16449999999999998 -0.5335399999999999 0.10732000000000001 -0.54928499999999991 -0.15599999999999997 0.083135000000000014 0.099195000000000019 0.090935000000000016 0.116525 0.080160000000000023 -0.14116499999999996 -0.015039999999999998 -0.081374999999999989 -0.11713499999999999 0.10667500000000002 0.090535000000000018 0.091735000000000025 0.13255000000000003 -0.013024999999999998 0.62736500000000006 -0.020529999999999996 0.15618500000000002 -0.099524999999999988 0.090665000000000009 -0.45463999999999999 -0.042499999999999989 0.090070000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 8 -6 10 -10 -11 13 14 15 -9 -17 22 19 21 -21 23 24 -19 25 26 28 -27 -15 -29
right_child=1 2 3 4 7 -7 -8 12 9 11 -12 -13 -14 17 -16 16 -18 18 -20 20 -22 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=0.00024343317186105112 -0.00023431132228680603 0.00050039924048738056 -0.00026681726487130737 -0.00014113856232143008 0.00068924528532079423 -0.00042878274735381924 0.00031399911165335065 -0.00027987285775452623 0.00012560380616074933 0.00056355168685670305 -0.00066634006922998076 -0.00011479675075471668 0.00024376506864262574 -0.00030602284372560401 -0.00077686156578091604 -0.00012915419468369622 0.00073418178051269938 0.00039434818912316888 -0.00080937796023631983 0.00082828517188318076 -0.00013154284000241507 -0.00056299830602872514 0.00048721101170835589 -0.00030529878273702474 -0.00032279770093737172 -0.00045859993856755041 0.00087890359255569917 -2.3627546704614116e-06 0.00027852380415424707 0.00021361439529838126
leaf_weight=21 23 26 23 44 20 38 31 32 36 29 21 35 33 29 31 26 24 21 22 23 27 31 26 23 28 21 22 2269 20 66
leaf_count=21 23 26 23 44 20 38 31 32 36 29 21 35 33 29 31 26 24 21 22 23 27 31 26 23 28 21 22 2269 20 66
internal_value=0 -1.64906e-06 9.00466e-08 -4.17349e-06 -2.1785e-06 -0.000113008 4.6985e-05 2.11779e-06 0.000118004 2.35844e-05 -0.000166165 0.00019258 -3.77262e-06 -6.75283e-06 -0.000166162 6.47125e-05 0.000285247 1.01516e-07 -0.000125857 -5.55684e-06 0.000309978 -0.000215913 7.56457e-06 2.86236e-05 2.48481e-06 6.23756e-06 0.000225798 -3.79091e-07 -6.74324e-05 3.74195e-06
internal_weight=0 3100 3077 3051 3028 113 75 2915 141 121 57 64 2774 2741 113 82 50 2628 147 125 50 75 2481 44 2455 2427 71 2356 49 2335
internal_count=3121 3100 3077 3051 3028 113 75 2915 141 121 57 64 2774 2741 113 82 50 2628 147 125 50 75 2481 44 2455 2427 71 2356 49 2335
is_linear=0
shrinkage=0.1


Tree=2130
num_leaves=31
num_cat=0
split_feature=484 1451 1420 157 1455 12 1455 1455 1454 1456 1456 1456 403 2 1456 1456 0 3 1446 157 157 1429 1374 3 1373 15 1375 4 150 151
split_gain=0.000140596 0.000178904 0.000246785 0.000548498 0.000189181 0.000567623 0.000425904 0.000294325 0.000260301 0.000201656 0.000384354 0.000654612 0.000729108 0.000537275 0.000299583 0.000405374 0.000379946 0.000343784 0.000222142 0.000260022 0.00169705 0.00152911 0.00065275 0.00170332 0.000782774 0.00058838 0.000439537 0.000394118 0.000374283 0.000359316
threshold=-0.52850499999999989 0.088880000000000015 0.056520000000000008 0.63397500000000007 -0.092919999999999989 0.086850000000000024 -0.088559999999999986 -0.037084999999999993 0.10725000000000003 0.11510000000000002 0.097040000000000015 0.091180000000000011 -0.55683499999999986 0.11293500000000002 0.085405000000000023 0.081770000000000023 -0.089964999999999976 -0.084524999999999975 -0.053294999999999988 -0.087424999999999989 -0.086394999999999986 0.057970000000000008 0.088460000000000011 -0.081334999999999977 1.0000000180025095e-35 -0.087679999999999994 -0.42089999999999994 -0.013514999999999998 0.12706500000000001 0.092070000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -8 9 10 11 12 -9 -12 15 18 -17 -16 -14 21 -21 25 24 -24 26 -20 -22 -27 29 -28
right_child=1 -3 -4 -5 6 -7 7 8 -10 -11 13 -13 14 -15 17 16 -18 -19 19 20 22 -23 23 -25 -26 27 28 -29 -30 -31
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leaf_weight=20 29 32 21 20 21 31 35 29 29 23 23 20 29 21 31 21 20 31 31 25 21 29 20 36 38 54 2272 25 29 55
leaf_count=20 29 32 21 20 21 31 35 29 29 23 23 20 29 21 31 21 20 31 31 25 21 29 20 36 38 54 2272 25 29 55
internal_value=0 1.70452e-06 -7.48128e-07 1.60564e-06 -1.84196e-06 0.000173957 -5.39586e-06 -2.19811e-06 -5.66278e-06 -2.66418e-06 -5.0359e-06 -4.53506e-07 -4.53127e-06 -0.000298309 6.96563e-07 -4.28501e-06 -0.000316332 0.000218038 5.17512e-07 -2.51189e-06 4.90121e-06 -0.000135628 -3.39268e-06 -0.000340914 4.43391e-06 3.46724e-05 -2.7645e-06 -0.000110205 1.2953e-06 -3.15422e-06
internal_weight=0 3101 3069 3048 3028 60 2968 2947 2912 2883 2860 2816 2796 44 2767 2705 41 62 2664 2635 2496 139 2471 56 2415 110 2377 79 2356 2327
internal_count=3121 3101 3069 3048 3028 60 2968 2947 2912 2883 2860 2816 2796 44 2767 2705 41 62 2664 2635 2496 139 2471 56 2415 110 2377 79 2356 2327
is_linear=0
shrinkage=0.1


Tree=2131
num_leaves=31
num_cat=0
split_feature=480 160 133 133 0 0 403 154 157 403 1210 1420 1420 1 1425 13 1 43 159 2 2 4 16 3 1455 403 52 4 4 1429
split_gain=0.000149624 0.000595753 0.00176684 0.00102281 0.000536939 0.00125417 0.000475829 0.000304722 0.000350177 0.000290711 0.000339364 0.000186214 0.000233391 0.000258143 0.000245955 0.000199256 0.00079169 0.00066617 0.000850751 0.00112676 0.00109075 0.000398877 0.000331997 0.000966931 0.000744373 0.000585203 0.000711292 0.000774597 0.000702671 0.000519862
threshold=0.086995000000000017 -0.025879999999999997 0.092470000000000011 0.10995500000000001 -0.079829999999999998 -0.092404999999999973 -0.55327499999999985 0.084190000000000001 0.63604500000000008 -0.54856499999999986 -0.41266499999999995 -0.085924999999999987 -0.073999999999999996 0.088485000000000022 0.10499500000000002 0.095710000000000017 0.13707500000000003 -0.23714499999999997 0.10275500000000001 0.11263500000000001 0.10584500000000001 0.022185000000000003 0.071345000000000006 0.12178000000000001 -0.037084999999999993 -0.083654999999999993 0.093665000000000012 -0.020529999999999996 0.0033150000000000007 -0.026244999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 5 -2 -1 8 9 -8 -11 -12 13 -13 15 22 17 21 19 20 -19 -17 -14 24 -24 -26 27 29 -29 -27
right_child=1 2 -4 -5 -6 -7 7 -9 -10 10 11 12 14 -15 -16 16 -18 18 -20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=0.00044919184698907587 0.00017497246765579361 4.7228826891417462e-06 -0.0011139882802854116 0.00067998203642976782 0.00024541739989737314 -0.00062700419430023965 -0.00035987603054805239 0.00038162715902130702 -0.00041766687922063284 0.00040554981346109086 0.00029872010428724544 -0.00043175678645359142 1.2779906071650264e-05 3.9636269000419858e-05 -0.00032941193573854188 8.3959946699498146e-05 -0.00038350060875076925 0.00062489497958107248 -0.00022788743415731009 0.0011288161487235423 -0.00027876606750810014 -0.00039271584738300933 0.0003979941309808055 0.00047337975299797111 0.00027388047265748563 -0.0004262348751459892 -0.00074266282038782565 -0.00090295979753136641 -0.00025159804535544923 3.248109036056641e-05
leaf_weight=24 39 48 20 21 35 39 22 21 20 21 21 26 2104 21 22 107 31 34 20 21 22 21 24 28 26 30 24 22 67 140
leaf_count=24 39 48 20 21 35 39 22 21 20 21 21 26 2104 21 22 107 31 34 20 21 22 21 24 28 26 30 24 22 67 140
internal_value=0 -8.3233e-05 -0.00032431 3.91044e-05 -7.99967e-05 -0.000226016 5.75989e-06 2.08377e-06 -6.89516e-07 2.23254e-06 5.04553e-06 2.0535e-06 -1.79472e-07 -0.000221134 3.60648e-06 6.29903e-06 9.027e-05 0.000155545 0.000353206 0.000504139 0.000269885 5.75532e-06 -2.4217e-06 -9.10205e-05 -0.000138478 -0.000180145 -0.000221858 -0.000173598 -0.000412609 -4.84688e-05
internal_weight=0 202 68 134 113 78 2919 2895 2874 2854 2832 2811 2790 47 2743 2721 256 225 97 77 56 128 2465 361 333 309 283 259 89 170
internal_count=3121 202 68 134 113 78 2919 2895 2874 2854 2832 2811 2790 47 2743 2721 256 225 97 77 56 128 2465 361 333 309 283 259 89 170
is_linear=0
shrinkage=0.1


Tree=2132
num_leaves=31
num_cat=0
split_feature=160 2 160 15 481 480 0 1447 133 1447 51 4 51 1373 150 1373 1374 1374 1372 150 1348 483 482 0 480 120 120 4 481 0
split_gain=0.00015123 0.000660457 0.000444907 0.000421269 0.000408383 0.000263872 0.00039429 0.000237792 0.00161349 0.00117166 0.000297625 0.000563944 0.000202818 0.000184806 0.000735006 0.000342764 0.000317581 0.00022268 0.000224126 0.000297374 0.000470264 0.000245857 0.000822032 0.000731322 0.000697146 0.000509337 0.000573875 0.000501535 0.000290455 0.000407078
threshold=-0.54913999999999985 0.083795000000000022 -0.53908999999999996 0.088990000000000014 -0.24133999999999997 0.10344000000000002 -0.07847999999999998 -0.085709999999999995 0.087720000000000006 -0.084549999999999986 -0.022999999999999996 -0.0047449999999999992 -0.46280499999999997 0.08789000000000001 0.090480000000000019 1.0000000180025095e-35 -0.41674499999999998 -0.08070999999999999 -0.065504999999999994 0.12416000000000001 -0.047944999999999995 0.10083000000000002 0.098465000000000011 -0.076234999999999983 0.092295000000000002 0.09852000000000001 1.0000000180025095e-35 0.63113500000000011 -0.073474999999999985 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -4 7 -7 8 10 -9 -6 -12 -11 15 -15 16 -14 -18 -19 20 -20 24 -23 -24 25 26 27 28 29 -22
right_child=2 3 4 -5 5 6 -8 9 -10 12 11 -13 13 14 -16 -17 17 18 19 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00058168658077034792 -0.00042333773209247738 0.00024721146386582406 0.00045063739031320443 -0.00038691848418569532 0.0002564872404729526 -0.00057358004622074085 -2.2481450483807037e-05 -0.00069964552361246506 0.00090870470157824459 0.00028558434156002475 -0.00047836189417769978 0.00016472334139689337 -0.00038854393219697248 -0.00053089651056715029 0.00024149960306451908 0.00030526337622841068 0.00030509428808045413 -0.00028752900985569728 -0.00048481781857844913 0.00029588657692810932 0.00047486157146825768 0.00056153466699249827 0.00019773345660773026 -0.00055281017692323077 -0.00059192264801822604 0.00049124915441054677 -0.00053681737983424683 0.00048763021449780186 -8.748837670439974e-06 -4.1866529312345292e-05
leaf_weight=23 25 20 20 22 21 20 37 24 22 25 30 25 21 28 22 37 24 27 20 34 30 33 37 20 20 21 20 21 2361 31
leaf_count=23 25 20 20 22 21 20 37 24 22 25 30 25 21 28 22 37 24 27 20 34 30 33 37 20 20 21 20 21 2361 31
internal_value=0 0.000150936 -3.21035e-06 -8.49518e-05 2.54904e-07 -2.73668e-06 -0.000215849 1.37552e-06 0.00015454 -3.88014e-06 -6.37703e-05 -0.00018605 2.01618e-06 -5.09369e-07 -0.000191042 2.94607e-06 -1.16634e-06 1.84772e-06 -8.72999e-07 2.04985e-06 -1.77205e-06 1.95228e-06 0.00016434 -6.56152e-05 -3.88433e-06 8.50281e-07 -3.33095e-06 1.03652e-06 -3.1825e-06 0.000212262
internal_weight=0 65 3056 42 3031 3011 57 2954 98 2856 76 55 2832 2807 50 2757 2720 2699 2675 2648 2614 2594 90 57 2504 2484 2463 2443 2422 61
internal_count=3121 65 3056 42 3031 3011 57 2954 98 2856 76 55 2832 2807 50 2757 2720 2699 2675 2648 2614 2594 90 57 2504 2484 2463 2443 2422 61
is_linear=0
shrinkage=0.1


Tree=2133
num_leaves=31
num_cat=0
split_feature=153 157 33 120 40 12 52 142 11 1 45 1456 2 160 481 13 160 403 402 403 402 1209 16 1209 2 16 48 43 1 3
split_gain=0.000141628 0.000180743 0.000138905 0.000195029 0.000387996 0.000227143 0.000560893 0.000411319 0.00037165 0.000285343 0.000310116 0.000262869 0.000377869 0.000273397 0.000200868 0.00079397 0.00178876 0.000618323 0.00124915 0.000440032 0.00026183 0.00122436 0.000236348 0.000974681 0.000710893 0.00177485 0.00106151 0.000775908 0.00085739 0.000871406
threshold=0.086100000000000024 0.63334000000000013 -0.012019999999999998 0.093680000000000013 -0.24134999999999998 0.12757000000000002 0.016565000000000003 -0.057499999999999989 -1.0000000180025095e-35 0.15799000000000005 0.084355000000000013 0.11027500000000001 0.098630000000000009 -0.57146499999999989 -0.087424999999999989 -0.081224999999999978 -0.014214999999999998 -0.5492149999999999 0.0043800000000000011 -0.5425549999999999 0.2506000000000001 -0.092099999999999987 -0.084119999999999986 -0.069599999999999981 0.086100000000000024 -0.08595499999999999 0.086565000000000017 -0.077044999999999988 0.077565000000000009 -0.078724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 -6 -9 10 11 13 -13 -10 15 16 -15 18 -16 -19 21 -21 24 -24 26 -26 27 28 -23 -30
right_child=-2 -3 3 -5 5 6 -8 8 9 -11 -12 12 -14 14 17 -17 -18 19 -20 20 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00022201269639481326 -0.00024723228599886289 0.00027519643889111953 0.00041319838128401899 -0.00027641774143557997 0.0004260320838353516 -0.00052903449139665574 8.9849228970706463e-05 -0.0004079798615190488 0.00035084518916891211 -0.00035417678415528415 0.00029497836899158636 -0.00052012723040799911 5.3092938406220845e-05 -0.0011299845785833896 -5.9514342283364392e-05 0.00024704363929819973 2.8276096563786272e-05 -0.00046427916051470673 0.00094607734184440546 0.000789141631394159 -0.00030916895529326915 0.00079787917781383531 0.0006593079320737161 1.7261186660544991e-05 -7.3209986180264495e-05 -0.00099013496503837163 0.00075809787016450653 -5.2458889528590054e-05 -0.0003329042751661123 0.00042321462645694349
leaf_weight=28 23 24 23 25 23 27 32 22 23 22 37 23 23 20 30 34 40 20 21 20 26 24 24 1596 522 22 21 284 27 35
leaf_count=28 23 24 23 25 23 27 32 22 23 22 37 23 23 20 30 34 40 20 21 20 26 24 24 1596 522 22 21 284 27 35
internal_value=0 1.83549e-06 -2.98755e-07 1.73932e-06 4.04119e-06 9.02222e-07 -0.000193369 4.80218e-06 1.47973e-06 4.59241e-06 7.34064e-06 3.58664e-06 -0.000233517 7.49728e-06 4.64225e-06 -0.000139034 -0.000357811 9.69672e-06 0.000354553 2.98644e-06 6.5794e-06 9.76754e-06 3.66677e-06 2.6773e-05 -3.63675e-05 -0.000110292 6.64832e-05 2.72294e-05 0.000290386 9.3937e-05
internal_weight=0 3098 3074 3046 3021 2998 59 2939 2916 2894 2872 2835 46 2789 2766 94 60 2672 51 2621 2601 2575 2555 1620 935 544 391 370 86 62
internal_count=3121 3098 3074 3046 3021 2998 59 2939 2916 2894 2872 2835 46 2789 2766 94 60 2672 51 2621 2601 2575 2555 1620 935 544 391 370 86 62
is_linear=0
shrinkage=0.1


Tree=2134
num_leaves=31
num_cat=0
split_feature=367 39 1 10 52 0 45 2 2 2 123 376 13 1 147 1 34 133 9 1 15 42 1 1375 48 3 1374 47 42 390
split_gain=0.000130356 0.000344829 0.000262886 0.000269787 0.00044795 0.000607219 0.000191557 0.000358451 0.000233894 0.000330486 0.000273553 0.000325226 0.000241809 0.000241119 0.000489878 0.000320149 0.000340721 0.000904797 0.000392398 0.00035157 0.000579926 0.000444509 0.000441773 0.000586986 0.000460949 0.000456092 0.000397737 0.000305256 0.000649559 0.000296429
threshold=-0.0098099999999999975 -0.020804999999999994 0.16540500000000002 -0.094984999999999986 -0.075329999999999994 -0.08867499999999999 0.094030000000000016 0.15609500000000001 0.14753000000000002 0.14285500000000004 0.089155000000000012 -0.079504999999999978 -0.071554999999999994 0.13707500000000003 0.10271500000000001 0.12958500000000003 -0.057544999999999992 0.085355000000000014 0.089995000000000006 0.11654500000000001 -0.064294999999999977 0.090395000000000017 0.11212500000000002 -0.27302499999999996 0.094925000000000023 -0.074939999999999993 -0.096434999999999979 0.10843500000000002 0.088200000000000014 0.087590000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 9 10 11 -5 -12 14 15 16 17 -13 19 22 21 -21 23 -18 25 -24 -25 29 -29 -28
right_child=1 2 -4 6 5 -7 -8 -9 -10 -11 12 13 -14 -15 -16 -17 18 -19 -20 20 -22 -23 24 26 -26 -27 27 28 -30 -31
leaf_value=0.00018658441022617391 -0.0003396180510268702 0.00013522905776335392 0.00033788038734042935 0.00039978271549140728 -6.1611513956449927e-07 -0.0007619427921202838 -0.00022955510428541209 0.00037543535872828219 -0.00024076914810277044 0.00036778132396284496 -0.0003583045355462207 0.00077135531630899228 -1.4348686326647531e-06 -0.00025990307213385891 0.00048917593667283652 -0.00033206744368986362 0.00052057719016870992 -5.4591418787216154e-05 -0.0003999304521736728 0.00058890214015264067 -0.00025320979660715574 9.1770490896148679e-05 -0.00044004297094596997 -0.00034851684358727653 -0.00063928227020715854 0.00016758969014820955 7.7475976232880121e-06 -0.00054873036259474859 8.5389434493013798e-05 0.00028581674962949296
leaf_weight=37 30 25 23 21 20 22 35 26 39 25 39 21 37 34 21 28 22 36 24 35 22 37 21 32 21 30 2254 30 35 39
leaf_count=37 30 25 23 21 20 22 35 26 39 25 39 21 37 34 21 28 22 36 24 35 22 37 21 32 21 30 2254 30 35 39
internal_value=0 -2.23854e-06 1.0756e-06 -1.48016e-06 -0.000199915 -0.000399406 3.00539e-06 5.78437e-06 2.47368e-06 5.78599e-06 2.59829e-06 7.74648e-06 -0.000184565 4.74401e-06 8.06676e-06 4.3067e-06 7.84881e-06 0.000249705 2.55066e-06 6.29757e-06 0.000196133 0.000333432 -8.86201e-07 6.40001e-06 -0.000244974 -8.2612e-05 1.667e-06 6.41928e-06 -0.000207281 1.24771e-05
internal_weight=0 3084 3054 3031 67 42 2964 2929 2903 2864 2839 2763 76 2742 2708 2687 2659 57 2602 2578 94 72 2484 2412 72 51 2390 2358 65 2293
internal_count=3121 3084 3054 3031 67 42 2964 2929 2903 2864 2839 2763 76 2742 2708 2687 2659 57 2602 2578 94 72 2484 2412 72 51 2390 2358 65 2293
is_linear=0
shrinkage=0.1


Tree=2135
num_leaves=31
num_cat=0
split_feature=33 9 3 120 40 34 9 43 123 44 0 49 1 448 457 1374 1375 42 16 16 403 2 3 13 13 0 160 52 43 160
split_gain=0.000126292 0.000190435 0.00036615 0.00017035 0.000294134 0.000167784 0.000261825 0.00115043 0.000210776 0.00015292 0.000348269 0.00179474 0.000213421 0.000184624 0.000226712 0.000271043 0.000313669 0.00323922 0.000198959 0.000765889 0.000686346 0.000546604 0.00050078 0.000488555 0.000734568 0.00192178 0.00056752 0.000434427 0.000716091 0.0026981
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 0.093680000000000013 -0.24134999999999998 -0.097449999999999981 -0.036024999999999995 -0.076834999999999987 0.083855000000000013 0.099360000000000018 -0.24955499999999997 -0.0072499999999999986 0.15170500000000001 1.0000000180025095e-35 0.31508000000000008 -0.096434999999999979 -0.085004999999999983 0.083995000000000014 -0.0087049999999999992 -0.0098449999999999979 -0.41175999999999996 -1.0000000180025095e-35 -0.16726499999999997 -0.090639999999999984 -0.085744999999999988 -0.086409999999999987 -0.0071899999999999993 -1.0000000180025095e-35 -0.014584999999999999 -0.063384999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 8 -7 10 11 -8 13 14 15 -12 17 -17 19 21 -20 -18 -23 26 25 -25 -22 -26 -29 -30
right_child=1 2 -4 -5 5 6 9 -9 -10 -11 12 -13 -14 -15 -16 16 18 -19 20 -21 23 22 -24 24 27 -27 -28 28 29 -31
leaf_value=0.0002387481499516236 0.00037658651376010053 0.00013483466117620644 -0.00040254701841888621 -0.00026954460367762848 0.00028970389794267252 0.00031089339958271015 -0.00031390487913639568 -0.00083454253035597503 -9.8229138529859483e-05 -0.0002287495975800929 -0.00033498732789970145 0.00098135249980259688 0.00027169071194105618 0.00030175728170434013 -0.00029707067028189506 0.001207291529281065 0.00049506267077168039 -0.00051587047055363662 -0.00053546363089009431 0.00060463562390809377 -6.5127075216624638e-05 0.00036812081777276725 -3.8579220645079516e-06 -0.001099342520794143 1.8035189592815354e-05 9.14208933174836e-05 0.00043759572694630446 -5.0701589833211368e-05 0.00026538741131800983 -0.0013575281683006323
leaf_weight=22 21 21 32 23 20 20 23 20 34 28 24 20 29 20 26 20 23 24 27 22 43 37 1657 23 602 33 47 139 21 20
leaf_count=22 21 21 32 23 20 20 23 20 34 28 24 20 29 20 26 20 23 24 27 22 43 37 1657 23 602 33 47 139 21 20
internal_value=0 -1.69489e-06 -0.000189622 1.57502e-06 3.63779e-06 1.02889e-06 -9.0723e-07 -0.000186659 5.32977e-05 3.81961e-06 6.0807e-06 0.00028854 1.79949e-06 -9.87844e-07 -3.15962e-06 -3.92894e-07 2.54e-06 0.000267385 -1.7856e-06 1.83533e-05 -3.84573e-05 1.08412e-05 4.26676e-06 -2.3997e-05 -4.77754e-05 -0.000397643 0.000197406 -2.27209e-05 -0.000159027 -0.000526279
internal_weight=0 3099 53 3046 3023 3002 2982 74 54 2908 2880 43 2837 2808 2788 2762 2738 44 2694 1739 955 1717 1694 928 838 56 90 782 180 41
internal_count=3121 3099 53 3046 3023 3002 2982 74 54 2908 2880 43 2837 2808 2788 2762 2738 44 2694 1739 955 1717 1694 928 838 56 90 782 180 41
is_linear=0
shrinkage=0.1


Tree=2136
num_leaves=31
num_cat=0
split_feature=33 34 9 15 40 12 16 12 3 1429 2 2 156 1428 50 50 1209 4 12 43 0 50 42 474 50 50 52 49 160 1185
split_gain=0.000147985 0.000173612 0.000214857 0.000861407 0.000152729 0.000270693 0.00060106 0.000361954 0.000236225 0.000212346 0.000534002 0.000561112 0.000392646 0.000715125 0.00030807 0.000254182 0.00143886 0.000636063 0.00160177 0.000602693 0.000428881 0.000647391 0.000992062 0.000600081 0.000700404 0.000857918 0.000778591 0.00059564 0.000550124 0.000299267
threshold=-0.012019999999999998 -0.112215 0.091600000000000015 -0.41942499999999994 -0.24290999999999999 0.12477500000000001 -0.080509999999999984 0.11586 -0.055119999999999995 0.091545000000000015 0.10327000000000001 0.116525 0.3248100000000001 0.10024500000000001 0.14101500000000003 0.089465000000000017 -0.094304999999999986 -0.081224999999999978 0.091840000000000019 -0.010344999999999998 -0.097024999999999986 0.096900000000000014 0.089165000000000008 0.088710000000000011 0.10954500000000002 0.11413000000000002 -0.0015799999999999998 0.092185000000000017 -0.41706499999999996 -0.089384999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 7 -7 9 -8 12 -11 -12 13 14 15 16 -6 18 19 -17 27 22 -22 24 26 -26 -23 -19 -27 -18
right_child=1 2 3 -5 5 6 8 -9 -10 10 11 -13 -14 -15 -16 17 29 20 -20 -21 21 23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.00022886177622629994 -0.00027784495468949902 -0.00025589235187710631 -0.00016096372061068765 0.00071197015247889803 -0.00085817389597650615 0.00055628348527534397 -0.00026806521332632243 -0.00026596799782732981 0.00020083006404872451 -0.00015823771402320938 0.00062828742365743373 -3.2057266005060889e-05 -0.00044347362039843575 0.00056907619489886035 -0.0003394616202934197 -0.00021941714371288463 -0.00037322996014898472 -0.00066788211309661471 0.0010702263605448284 0.0003633457214568302 6.6342489653355813e-06 6.3658314502390567e-05 -0.00081194804195547474 -0.00027818797188956524 -0.00035080308888083033 0.00066164742983389831 0.00071840119933421235 9.4651645049452789e-05 8.8721792106144978e-05 -2.5878110145129724e-06
leaf_weight=28 22 23 26 20 20 28 22 51 21 33 31 22 20 22 27 35 22 21 21 36 57 32 20 32 38 21 42 20 83 2225
leaf_count=28 22 23 26 20 20 28 22 51 21 33 31 22 20 22 27 35 22 21 21 36 57 32 20 32 38 21 42 20 83 2225
internal_value=0 2.07181e-06 4.07708e-06 0.000218573 8.15326e-07 2.78211e-06 0.000195717 -1.89152e-06 -3.90698e-05 2.78483e-06 0.000157556 0.000354182 -1.97906e-06 1.20403e-06 -3.33564e-06 -5.22144e-09 -1.37329e-05 6.79436e-05 0.000302996 7.60683e-05 8.85953e-06 4.73079e-05 -0.000205985 0.000125951 0.000185824 5.58309e-05 0.000435269 -0.000295914 0.000204409 -6.21671e-06
internal_weight=0 3093 3071 46 3025 3002 71 2931 43 2880 86 53 2794 2774 2752 2725 2267 458 92 71 366 325 77 248 216 142 74 41 104 2247
internal_count=3121 3093 3071 46 3025 3002 71 2931 43 2880 86 53 2794 2774 2752 2725 2267 458 92 71 366 325 77 248 216 142 74 41 104 2247
is_linear=0
shrinkage=0.1


Tree=2137
num_leaves=31
num_cat=0
split_feature=448 475 52 457 1366 1 1 3 1 43 1210 2 484 15 39 0 1 151 14 1373 151 160 1 16 1 1 1453 151 1 42
split_gain=0.000149425 0.000525417 0.000479499 0.000251484 0.000194127 0.000182181 0.00261217 0.00395683 0.00121798 0.00271645 0.000796515 0.000703637 0.000575512 0.00101307 0.000671598 0.000539634 0.000930114 0.000884797 0.00148388 0.000575631 0.000620456 0.000442435 0.000644418 0.000975535 0.000891244 0.000659986 0.000801806 0.000419074 0.000403219 0.000909617
threshold=-1.0000000180025095e-35 -0.080004999999999979 -0.14813999999999997 0.51278000000000012 -0.086289999999999992 0.091345000000000023 0.09253500000000002 -0.081054999999999974 0.093700000000000019 -0.0073899999999999999 -0.42132499999999995 -1.0000000180025095e-35 0.10126500000000001 -0.56020999999999987 0.15619500000000003 -0.15931499999999996 0.090475000000000014 -0.0096649999999999982 0.062655000000000016 0.081220000000000014 -0.29526499999999994 -0.52336499999999997 0.096255000000000021 -0.059624999999999991 0.096860000000000016 0.099195000000000019 -1.0000000180025095e-35 -0.14122499999999996 0.089475000000000013 0.087885000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 10 7 -7 9 -8 -6 -12 13 -10 21 17 19 -13 -19 20 -17 -15 23 -23 -24 -26 -27 -22 -29 -30
right_child=3 2 -4 -5 5 6 8 -9 12 -11 11 15 -14 14 -16 16 -18 18 -20 -21 27 22 24 -25 25 26 -28 28 29 -31
leaf_value=0.00034199682903073903 0.00029161229512006365 -0.00063624322763644169 -9.4923432200933651e-05 0.00035801106481812898 0.00062999125747453604 8.2583146149772804e-05 -0.00016895468576806779 -0.0016672266137902625 0.00053421332047560793 0.0013812120602233336 0.000600919257849455 -0.00025247168421628887 -0.0004957879825960845 0.00043669904338284623 -0.00058913740462490497 0.00049584850068920506 -0.00051556443038862202 0.0011223859439434653 -6.7754220799542972e-05 -0.00051571993390098214 -0.00041124941926682371 -1.3048649998381734e-05 0.00065828235587105154 -0.00077506930039297533 -0.00042971843425687909 0.00061233319032734954 -1.5855371854098786e-05 1.9881805727169758e-06 0.00078096466549184358 -0.00014978873982077599
leaf_weight=22 23 20 90 20 21 28 26 24 33 20 20 20 25 21 21 26 35 22 20 21 24 42 20 28 37 21 626 1723 21 21
leaf_count=22 23 20 90 20 21 28 26 24 33 20 20 20 25 21 21 26 35 22 20 21 24 42 20 28 37 21 626 1723 21 21
internal_value=0 -0.000104122 -0.000193345 4.59822e-06 2.21753e-06 -4.18317e-08 -3.54804e-05 -0.000725021 3.49366e-06 0.000505031 1.74082e-05 1.08212e-05 -2.2903e-05 -8.97827e-06 -3.09456e-05 4.71573e-06 -4.90244e-06 0.000294967 0.000555653 4.8324e-06 1.08553e-05 -1.62009e-05 -2.84889e-05 -0.000317857 2.83522e-07 -1.89562e-05 4.53406e-06 3.80679e-06 9.45061e-06 0.000315588
internal_weight=0 132 110 2989 2969 2946 972 52 920 46 1974 1953 874 849 816 1933 1871 62 42 1836 1815 795 774 70 704 684 647 1789 1765 42
internal_count=3121 132 110 2989 2969 2946 972 52 920 46 1974 1953 874 849 816 1933 1871 62 42 1836 1815 795 774 70 704 684 647 1789 1765 42
is_linear=0
shrinkage=0.1


Tree=2138
num_leaves=31
num_cat=0
split_feature=1429 472 471 1456 1456 1456 1456 13 403 133 403 402 160 12 160 160 481 1427 51 1427 1429 52 2 2 42 43 12 0 16 2
split_gain=0.000181172 0.000548801 0.000229906 0.000181277 0.000575821 0.000512003 0.000214798 0.00191834 0.000276184 0.000578724 0.000475465 0.000304913 0.000192088 0.000595578 0.000353949 0.000303746 0.000314174 0.000304468 0.000580803 0.000460582 0.000289497 0.000196918 0.000295849 0.000460632 0.000370715 0.000230043 0.000461206 0.000309185 0.0011332 0.000702752
threshold=-0.23752499999999996 -0.19476999999999997 0.10338500000000002 0.10620000000000002 0.094080000000000011 0.12034500000000002 0.086175000000000015 -0.085744999999999988 -0.54631999999999992 0.40945500000000007 -0.5335399999999999 0.30962000000000006 -0.54913999999999985 0.089625000000000024 -0.53908999999999996 -0.52439499999999983 0.095210000000000003 0.088755000000000014 -0.066639999999999991 0.08486500000000001 -0.092414999999999983 -0.54533999999999982 0.10774000000000002 0.10005000000000001 0.083865000000000009 -0.50775499999999985 0.090345000000000023 0.10455500000000001 0.18438500000000005 0.097070000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 8 -8 9 -3 -10 12 13 -12 -14 -16 17 19 -19 20 -17 22 23 24 -22 26 -23 -27 29 -29
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leaf_value=-0.0002859553951897066 0.00042766228551045066 -0.00055241667130893023 -0.00031710704706315682 0.00042897124475400368 -0.00044689017512578651 -0.00011589181372341153 -0.0003834621464678397 0.00073826267184960031 0.00040399627913098688 0.00011529000976588577 -4.2809730057786336e-05 -0.00037382582297802654 -0.00037854303070344029 0.00062281161663122484 0.00032135873856344098 -0.00036041433446701955 -0.00032052575655642059 9.2638063129184216e-05 -0.00056327681191356126 0.0004710145061835647 -0.00023999516320738783 -6.4035906065588029e-05 -0.00016961657295367966 0.00055179518932508751 0.00033418856143147094 9.0417506645584627e-07 0.00054031594456477176 -0.0002630036395298942 -0.00081162650233388637 0.00039723678315307812
leaf_weight=22 30 27 23 35 29 34 30 31 29 25 41 22 25 20 29 22 31 27 27 21 23 28 23 29 22 2305 23 38 22 28
leaf_count=22 30 27 23 35 29 34 30 31 29 25 41 22 25 20 29 22 31 27 27 21 23 28 23 29 22 2305 23 38 22 28
internal_value=0 2.03001e-06 -2.13062e-06 2.47734e-07 -3.46627e-06 0.000160488 8.95774e-07 0.000186595 -3.0279e-06 -0.000231404 1.16101e-06 -3.00229e-06 -7.19332e-08 0.000175427 -4.00341e-06 -5.32883e-07 -4.03039e-06 -3.11154e-07 -0.000235319 4.60001e-06 7.7843e-07 3.90564e-06 0.000143641 0.000241004 4.07169e-05 -1.64031e-06 0.000208515 -6.11917e-06 -0.000190083 1.70984e-05
internal_weight=0 3099 3069 3046 2977 69 2948 61 2887 52 2835 2806 2784 61 2723 2698 2669 2638 54 2584 2563 2541 97 74 45 2444 51 2393 88 66
internal_count=3121 3099 3069 3046 2977 69 2948 61 2887 52 2835 2806 2784 61 2723 2698 2669 2638 54 2584 2563 2541 97 74 45 2444 51 2393 88 66
is_linear=0
shrinkage=0.1


Tree=2139
num_leaves=31
num_cat=0
split_feature=33 9 1 34 34 9 1429 472 471 156 1446 481 1427 51 1427 1426 156 4 13 51 0 0 52 1 120 39 42 4 157 45
split_gain=0.00015607 0.000200963 0.00034543 0.000151877 0.000201725 0.000243382 0.000146477 0.000445196 0.000168053 0.000167628 0.000380483 0.000890192 0.000249346 0.000444022 0.000256713 0.000247345 0.000251894 0.000565804 0.000553848 0.000361793 0.000241429 0.000983278 0.000783886 0.000528481 0.000542464 0.000551302 0.000348786 0.000314539 0.000826278 0.00049
threshold=-0.044254999999999996 0.091905000000000014 0.13332000000000002 -0.097449999999999981 -0.084564999999999987 0.082870000000000013 -0.23752499999999996 -0.19476999999999997 0.10338500000000002 -0.092624999999999985 0.11353000000000001 -0.051484999999999996 0.088755000000000014 -0.066639999999999991 0.083935000000000023 -0.061919999999999996 0.10463000000000001 -0.050494999999999991 -0.068269999999999983 -0.13782999999999998 0.10455500000000001 0.13134000000000004 0.095415000000000014 0.16540500000000002 1.0000000180025095e-35 0.13128000000000004 0.086835000000000009 -0.39518999999999993 -0.071119999999999989 0.094030000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 -8 9 -9 12 -12 14 -14 15 -11 20 -18 -19 -20 23 -22 26 24 25 27 -23 28 -17 -29
right_child=1 2 -4 4 5 -7 7 8 -10 10 11 -13 13 -15 -16 16 17 18 19 -21 21 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00026540676123907111 0.00027613797778030857 -0.00045509447943634139 5.5586456976555019e-05 -0.00027245470426148836 -0.00025735984990288589 0.0003413510558727597 0.00038489603922547153 -0.00023150618991724426 -0.00027764118250078436 -0.00028170843707489584 0.00078220167473773471 -0.00014999859877640295 5.1611911961420759e-05 -0.00054630601257288261 0.00034212405523496934 -0.00017034350053614215 0.00056975589971989388 0.0003035783845572607 -0.00053445516125066211 5.9833116219600751e-05 -0.00078303529531694956 -0.00047569138013596577 0.00046149043855257333 0.00049007763445843013 -0.00040495475687114807 0.00051337319729056964 7.9773434918024578e-05 -2.5523897672833687e-06 0.00059218824802276986 -0.00049960083590121945
leaf_weight=22 20 26 27 27 22 21 30 31 22 31 20 21 27 23 22 27 25 37 20 21 20 26 25 22 33 21 20 2382 30 20
leaf_count=22 20 26 27 27 22 21 30 31 22 31 20 21 27 23 22 27 25 37 20 21 20 26 25 22 33 21 20 2382 30 20
internal_value=0 -1.88414e-06 -0.000194936 1.47494e-06 -3.40411e-07 2.10943e-06 -2.828e-07 1.63049e-06 -2.29909e-06 -2.13167e-07 2.28251e-06 0.000304733 -2.09619e-06 -0.00022343 1.88178e-06 -8.30298e-07 2.36033e-06 0.000155764 2.30743e-05 -0.000230064 -3.65665e-06 -0.000163692 1.07712e-05 2.08821e-06 -2.18389e-06 3.17556e-06 -0.000234185 -1.18155e-06 0.000230989 -6.69101e-06
internal_weight=0 3099 53 3046 3026 2999 2978 2956 2926 2904 2873 41 2832 50 2782 2760 2729 103 78 41 2626 91 71 2535 2513 2480 46 2459 57 2402
internal_count=3121 3099 53 3046 3026 2999 2978 2956 2926 2904 2873 41 2832 50 2782 2760 2729 103 78 41 2626 91 71 2535 2513 2480 46 2459 57 2402
is_linear=0
shrinkage=0.1


Tree=2140
num_leaves=31
num_cat=0
split_feature=15 132 12 1186 15 1456 1456 132 13 403 133 43 133 13 4 402 133 52 16 15 403 43 43 1213 1446 0 52 52 16 401
split_gain=0.00013237 0.000846286 0.0038187 0.00329661 0.000600971 0.000568408 0.00130704 0.000545564 0.000539027 0.000906407 0.00052466 0.000765713 0.000551505 0.000892277 0.000642016 0.00103157 0.000797873 0.000511871 0.00156146 0.00124644 0.00164057 0.000772944 0.00174477 0.00201117 0.000890025 0.00157696 0.00114465 0.000348903 0.000344697 0.000335277
threshold=0.087575000000000014 -0.083284999999999984 0.091840000000000019 0.049580000000000006 0.087260000000000018 0.091180000000000011 0.055170000000000004 -0.014954999999999998 -0.066634999999999986 -0.50388999999999984 0.41553500000000004 -0.041049999999999996 0.40945500000000007 -0.051094999999999995 -0.081839999999999982 0.13499500000000003 0.14779000000000003 0.0031350000000000002 -0.087989999999999985 0.098485000000000017 0.0071950000000000009 0.055925000000000009 -0.011694999999999999 -0.086729999999999988 0.037915000000000011 -0.082724999999999979 0.41423000000000004 0.029970000000000007 -0.076354999999999992 0.11444000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 29 6 7 -3 9 -9 12 -12 13 -10 16 -16 27 18 -11 20 -20 22 24 -24 25 -19 -27 28 -15 -1
right_child=1 3 -4 -5 -6 -7 -8 8 10 17 11 -13 -14 14 15 -17 -18 21 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.1081978218030956e-05 -0.00052809638187422282 0.00049347579392983957 0.0013184002263490887 -0.0011956649894273143 -0.00052050123100027277 0.00048887006539319246 -0.00076730533408408529 0.00074524760817770263 -0.00064446359224941418 -0.00024961028612798458 6.027737414115109e-05 -0.00079465404229598464 0.0004607211421345077 -0.00048585246439047513 3.5181686902398962e-05 0.0008181905047968031 -0.00074480951338955497 -0.00081730902544222776 0.0012698488604898255 -9.143124815360037e-05 0.00011742594319262675 0.00050518879688752347 0.00019612145195424093 -0.0010900945109765857 0.0005978066306601376 0.00078141027995364063 -0.00012944712086480011 0.00032307289715390654 1.6666145231097171e-05 0.00033107997457183704
leaf_weight=2293 21 27 24 22 23 28 20 22 23 41 20 22 23 21 106 20 20 20 30 23 21 24 20 31 29 22 37 20 39 29
leaf_count=2293 21 27 24 22 23 28 20 22 23 41 20 22 23 21 106 20 20 20 30 23 21 24 20 31 29 22 37 20 39 29
internal_value=0 3.58005e-05 0.000456702 9.89003e-06 -1.1847e-05 4.72979e-05 2.91423e-05 5.32405e-05 3.44923e-05 0.00012583 -5.85908e-05 -0.000387544 -7.79655e-06 -5.10733e-05 9.31599e-06 0.000159469 -0.000179877 8.01013e-05 0.00024543 0.000519709 0.000795322 -2.37939e-05 -0.00010364 -0.000585696 0.000123997 -4.99329e-05 0.000210195 -3.86433e-05 -0.000159215 -6.80864e-06
internal_weight=0 776 45 731 2345 709 681 661 634 320 314 42 272 249 226 126 100 298 115 74 51 183 159 51 108 79 59 80 60 2322
internal_count=3121 776 45 731 2345 709 681 661 634 320 314 42 272 249 226 126 100 298 115 74 51 183 159 51 108 79 59 80 60 2322
is_linear=0
shrinkage=0.1


Tree=2141
num_leaves=31
num_cat=0
split_feature=49 2 49 1 49 157 1429 157 1374 16 12 156 151 481 49 13 49 49 475 157 154 456 151 151 457 33 34 13 11 9
split_gain=0.00014528 0.000461546 0.000198509 0.000603928 0.000307813 0.000214063 0.0014003 0.00113473 0.0006694 0.00142112 0.000651028 0.000985408 0.000584836 0.00039352 0.000510003 0.000597178 0.000281188 0.000326013 0.000346369 0.000646342 0.00030788 0.000241616 0.000254827 0.000259879 0.000323936 0.000205582 0.000329622 0.000709442 0.000299039 0.000441775
threshold=-0.23803499999999997 0.10327000000000001 -0.14917999999999998 0.10871500000000002 -0.12164499999999999 -0.087424999999999989 0.057970000000000008 -0.086394999999999986 0.088460000000000011 -0.087659999999999988 0.094435000000000005 -0.092624999999999985 -0.53100499999999984 -0.055124999999999993 0.086815000000000017 -0.075974999999999987 0.27293500000000009 0.15665000000000004 0.05680000000000001 0.63334000000000013 0.084190000000000001 -1.0000000180025095e-35 0.10788000000000002 0.056735000000000001 0.26807500000000006 0.085305000000000006 -0.057544999999999992 -0.0097949999999999982 -1.0000000180025095e-35 0.092235000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 6 10 -7 12 -10 11 -6 -9 -13 15 -15 17 18 19 20 21 -14 23 24 25 26 27 -23 -28 -30
right_child=2 -3 4 -5 5 7 -8 8 9 -11 -12 13 16 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.00045787088075975097 -0.00059240248557960681 -0.00016447256196195007 0.00029123585188952148 0.00010774147626112349 -0.00047128492484002242 0.00066106341412076018 -0.00073142910065750286 0.00047638113498508643 6.03305726305253e-05 -0.0009711449817669664 -0.00040256723161746777 -9.0951360762119306e-05 0.00031725148169243768 0.00099366522765541006 9.9714256066363312e-07 0.00024813515146061865 -0.00036466327243639776 0.00037756213974005179 -0.00040507138972835881 0.00056899266201071441 -0.0003830103347787545 -0.00010931943252217025 -0.00032584161599515939 0.00026831532353147248 -0.00038432017694999974 -0.000218294990459288 -0.00038556509531133547 0.00063676308374851945 -1.9516307286663237e-06 0.00039760498610641139
leaf_weight=26 22 22 36 28 21 26 30 26 34 22 28 20 24 21 20 22 21 23 21 20 21 26 24 36 22 42 20 25 2364 28
leaf_count=26 22 22 36 28 21 26 30 26 34 22 28 20 24 21 20 22 21 23 21 20 21 26 24 36 22 42 20 25 2364 28
internal_value=0 0.00017263 -2.69646e-06 -0.000200322 5.72235e-07 -2.93091e-06 -0.000114721 3.47974e-06 -2.62858e-06 -0.000344892 2.54393e-05 0.000140672 4.35893e-06 0.000295504 0.000418189 0.000612231 -1.58025e-07 2.68122e-06 -5.44464e-07 2.6588e-06 -1.64465e-06 1.42264e-06 -1.50735e-06 1.52972e-06 -2.27095e-06 1.08438e-06 4.82532e-06 0.000256407 -4.94203e-07 2.72545e-06
internal_weight=0 48 3073 50 3023 2987 162 2825 2799 56 132 104 2743 83 63 43 2717 2696 2673 2652 2632 2611 2587 2563 2527 2505 2463 51 2412 2392
internal_count=3121 48 3073 50 3023 2987 162 2825 2799 56 132 104 2743 83 63 43 2717 2696 2673 2652 2632 2611 2587 2563 2527 2505 2463 51 2412 2392
is_linear=0
shrinkage=0.1


Tree=2142
num_leaves=31
num_cat=0
split_feature=483 482 482 482 1 12 482 0 482 483 483 153 1366 1132 10 40 9 34 34 2 484 9 51 3 12 3 51 2 2 474
split_gain=0.000144474 0.000164827 0.000287404 0.000267552 0.000897679 0.000832013 0.000490436 0.00105641 0.000504838 0.000293748 0.000331155 0.00026959 0.000221694 0.000226578 0.00021072 0.000812157 0.00057815 0.000250845 0.000805072 0.000431169 0.000208477 0.000207535 0.00020834 0.00081816 0.000787582 0.00142246 0.000587426 0.000318502 0.000554478 0.000293375
threshold=0.13726000000000002 0.11958000000000001 0.11524000000000002 0.098465000000000011 0.16540500000000002 0.089570000000000025 0.089925000000000019 -0.071924999999999989 0.088100000000000012 0.10761000000000003 0.10321500000000002 0.084695000000000006 -0.079979999999999982 0.085085000000000008 0.053330000000000009 -0.07632499999999999 0.092410000000000006 -1.0000000180025095e-35 -0.081829999999999986 -0.033169999999999991 -0.51117999999999986 0.088235000000000022 -0.17684999999999998 0.0051600000000000005 0.089085000000000011 -0.094874999999999987 -0.14660499999999996 0.096015000000000017 0.11682500000000001 -0.25711499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 8 -8 9 10 11 12 -1 14 17 -16 -17 18 19 -14 -19 22 23 24 -22 -26 -24 -27 -29 -28
right_child=-2 -3 -4 5 -6 -7 7 -9 -10 -11 -12 -13 13 -15 15 16 -18 20 -20 -21 21 -23 26 -25 25 27 29 28 -30 -31
leaf_value=0.0002322303097149948 0.00025535674874183973 -0.00026286064075975446 0.00035239460589566634 0.00012177008417590212 0.00059822990302927802 -0.00067765646355995995 5.4622662249922517e-05 -0.00087756743647332775 0.00047908072949873963 -0.00029841595343455224 0.00040713985381444221 -0.00036705172969959677 -0.00037868167232123337 0.00030392521499985985 0.0003323051901090713 -0.00077139443145943405 -5.4341618140990082e-05 -0.00028733081719390334 0.00070557918945615672 0.00019447589401222235 -0.00048517375488210332 -0.00030858183533630587 -0.00051042136100991429 0.00061225522389307761 0.00082523346645757556 0.00017972319831394338 -0.00036611002525949681 -0.00058279134732995021 7.9858875376105838e-05 7.5763130025968822e-07
leaf_weight=41 22 24 23 30 25 23 31 20 22 33 20 20 21 24 21 23 22 26 21 35 26 22 23 27 23 33 22 23 28 2367
leaf_count=41 22 24 23 30 25 23 31 20 22 33 20 20 21 24 21 23 22 26 21 35 26 22 23 27 23 33 22 23 28 2367
internal_value=0 -1.81279e-06 2.24658e-07 -2.42931e-06 1.50675e-06 -0.000225151 -3.50942e-06 -0.000310942 1.85462e-06 -1.76447e-06 1.64888e-06 -1.19867e-06 1.3887e-06 -2.00725e-06 -4.66465e-06 -0.0001812 -0.000420835 -3.44546e-07 0.000177552 -2.04582e-05 -5.5728e-06 -2.74871e-06 -1.32715e-07 0.000110372 8.48545e-06 0.00012844 -7.46302e-06 -6.23487e-05 -0.000218983 -2.62081e-06
internal_weight=0 3099 3075 3052 2999 53 2974 51 2923 2901 2868 2848 2828 2787 2763 66 45 2697 77 56 2620 2594 2572 160 133 107 2412 84 51 2389
internal_count=3121 3099 3075 3052 2999 53 2974 51 2923 2901 2868 2848 2828 2787 2763 66 45 2697 77 56 2620 2594 2572 160 133 107 2412 84 51 2389
is_linear=0
shrinkage=0.1


Tree=2143
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 1208 131 1204 1185 1186 400 132 0 16 3 2 128 40 13 393 376 33 9 40 34 13 51 2 4 1 1 9
split_gain=0.000142848 0.000330712 0.000360379 0.000170835 0.000129312 0.000205913 0.000240183 0.00031173 0.000168374 0.000136335 0.000309472 0.000196685 0.000191004 0.000312886 0.000189593 0.000332777 0.00030108 0.000216424 0.000169122 0.000173817 0.000181906 0.000600353 0.000318715 0.000208338 0.000628278 0.00151095 0.000599355 0.000543919 0.000510788 0.00103112
threshold=0.11531000000000001 0.10233500000000001 -0.097919999999999993 1.0000000180025095e-35 0.13857500000000003 0.053645000000000005 -0.10973499999999999 -0.092084999999999986 -0.19231499999999999 -0.084389999999999979 -0.087084999999999982 -0.083539999999999989 -0.067429999999999976 0.087545000000000026 0.11976500000000002 0.10214500000000001 -0.070999999999999994 0.098330000000000015 -0.18919999999999998 -0.044254999999999996 -0.036024999999999995 -0.07632499999999999 -0.085114999999999982 -0.17933499999999997 0.081440000000000026 0.11728500000000001 -0.059649999999999988 0.14554000000000003 0.13707500000000003 0.092235000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8 -9 10 12 -12 13 -10 15 17 -17 18 -11 -20 21 22 -21 24 26 -26 -22 28 29 -25
right_child=-2 -3 3 -5 -6 -7 7 8 9 14 11 -13 -14 -15 -16 16 -18 -19 19 20 23 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-0.00042437030933797362 -0.00022090773624046869 0.00032188094128287052 -0.00034682973986491564 0.00025674375624825752 -0.00024797207221300121 0.00027595544842942791 0.0003329615969310648 0.00028685371624305846 0.00023592618111121868 0.00028282661376232728 -0.00045286404899040167 -0.00012499863435302608 0.00029937079622565461 -0.00028766468149842695 0.00030044666869105728 -2.3998736793620757e-05 -0.00054771234814931331 0.00026181595426351124 0.00029157149780075999 0.00036276351180276835 0.00048886526942210778 -0.00052478085157677673 -0.00015990642225785582 3.9227534051225329e-07 -0.00097329894294186179 0.00014880716407787988 -0.00010212925802382718 0.0004105880181944513 -0.00043068340099934078 0.00070432766390565249
leaf_weight=20 29 32 20 26 21 27 28 20 21 21 24 77 24 25 21 23 21 32 20 20 22 28 28 2284 24 24 78 33 27 21
leaf_count=20 29 32 20 26 21 27 28 20 21 21 24 77 24 25 21 23 21 32 20 20 22 28 28 2284 24 24 78 33 27 21
internal_value=0 2.0719e-06 -1.2725e-06 1.51103e-06 -6.90708e-07 1.04431e-06 -1.45825e-06 8.86428e-07 -2.30004e-06 -4.29558e-06 -9.09117e-05 -0.000202907 7.06819e-05 -4.86341e-05 1.1358e-06 -1.18702e-06 -0.000273953 3.32151e-06 1.76334e-07 -2.09874e-06 -4.36734e-06 -0.000156789 5.78727e-05 2.42317e-07 -0.000114857 -0.000412246 2.78895e-05 7.44515e-06 1.7403e-06 6.80557e-06
internal_weight=0 3092 3060 3040 3014 2993 2966 2946 2918 2898 171 101 70 46 2727 2706 44 2662 2630 2609 2589 76 48 2513 148 48 100 2365 2332 2305
internal_count=3121 3092 3060 3040 3014 2993 2966 2946 2918 2898 171 101 70 46 2727 2706 44 2662 2630 2609 2589 76 48 2513 148 48 100 2365 2332 2305
is_linear=0
shrinkage=0.1


Tree=2144
num_leaves=31
num_cat=0
split_feature=33 47 47 9 16 47 49 43 47 47 47 484 131 47 43 0 43 49 43 475 1420 12 160 52 52 16 132 399 1204 132
split_gain=0.000151149 0.000182897 0.0020282 0.00092744 0.00167269 0.000570684 0.000359373 0.000576751 0.000348346 0.000683509 0.000866841 0.000293497 0.000288586 0.000279925 0.000354864 0.000259102 0.00026681 0.000384145 0.000333536 0.000228536 0.00063319 0.000387079 0.000227523 0.000275171 0.000559536 0.000689585 0.000552728 0.00538713 0.003141 0.000662264
threshold=-0.012019999999999998 0.094160000000000008 0.096850000000000006 0.088235000000000022 -0.088704999999999992 0.091340000000000018 -0.008624999999999999 -0.085154999999999995 0.10094500000000002 0.10397500000000001 0.107145 -0.51117999999999986 0.13767000000000004 0.11328000000000001 -0.072864999999999985 -0.036484999999999997 -0.0071849999999999995 0.14233500000000002 -0.077824999999999991 -0.24431999999999998 1.0000000180025095e-35 0.093535000000000021 0.51752500000000012 0.0031350000000000002 0.008405000000000001 0.19444000000000003 -0.083284999999999984 0.091580000000000009 -0.08130999999999998 -0.41094499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 11 7 -4 -8 -10 -11 -2 19 14 -12 16 18 -18 -15 21 22 -13 23 26 -25 -26 27 29 -28 -21
right_child=1 2 6 4 -6 -7 8 -9 9 10 13 12 -14 15 -16 -17 17 -19 -20 20 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=-0.00023129560775357407 -0.00036558034877419811 0.00087117202979125695 9.0848982169215256e-05 1.433346421565927e-05 -0.0011145743666150208 0.00053432821267051622 0.0004329040743565808 -0.00060242282379476821 -0.00050938690622823071 0.00069080872737686155 6.140028359368444e-05 -0.00053217940952717555 -0.0003515246483679537 0.00018773355299749205 -0.00053430421095981731 -0.00024332371198713943 0.00049935720047814718 -5.605286904028617e-05 -0.00027245001006771682 0.0001659080827101372 0.00056854893278796231 6.1637562770477456e-05 0.00031017671075043535 -0.00049619957482298978 -1.1337536071167377e-05 -0.00046287479344755413 -0.0012299986547441221 0.0015710732122027804 3.211715292348215e-05 -0.00054682394693372771
leaf_weight=28 22 29 24 35 21 20 21 24 23 20 20 21 23 36 20 23 33 20 28 22 20 23 24 26 1005 35 20 23 1400 32
leaf_count=28 22 29 24 35 21 20 21 24 23 20 20 21 23 36 20 23 33 20 28 22 20 23 24 26 1005 35 20 23 1400 32
internal_value=0 2.09384e-06 7.35529e-05 -6.18118e-06 -0.000409007 2.1245e-06 -5.66266e-06 -0.000255787 4.35421e-05 6.87574e-06 6.62459e-05 -1.8236e-06 1.16917e-06 -3.14992e-06 -0.000236452 6.35078e-05 0.000123825 0.000289768 -1.35968e-05 4.22913e-06 8.04355e-06 -0.000221775 3.7103e-06 8.40541e-07 -3.79888e-05 -2.65335e-05 2.84905e-05 0.000289432 1.43409e-05 -0.000256452
internal_weight=0 3093 321 2772 56 2716 292 48 244 223 200 2696 2674 180 40 140 117 53 64 2651 2607 44 2587 2563 1066 1040 1497 77 1420 54
internal_count=3121 3093 321 2772 56 2716 292 48 244 223 200 2696 2674 180 40 140 117 53 64 2651 2607 44 2587 2563 1066 1040 1497 77 1420 54
is_linear=0
shrinkage=0.1


Tree=2145
num_leaves=31
num_cat=0
split_feature=367 39 124 52 33 9 3 31 43 2 0 1 3 403 0 1209 132 12 399 15 12 12 12 1210 43 1 3 158 158 403
split_gain=0.000143453 0.000300183 0.000170767 0.000680089 0.000160497 0.000202637 0.000432889 0.000155756 0.000592374 0.000210959 0.00161371 0.000185734 0.000130899 0.00116522 0.000803923 0.000699652 0.000533271 0.00402251 0.00298599 0.000408706 0.000408677 0.00227732 0.00137989 0.000854483 0.000759608 0.00151158 0.000532444 0.000716121 0.000745255 0.000496615
threshold=-0.0098099999999999975 -0.020804999999999994 -0.087984999999999994 -0.080979999999999983 -0.044254999999999996 0.091905000000000014 -0.13309499999999996 -1.0000000180025095e-35 -0.079914999999999986 -0.0050599999999999994 -0.086554999999999979 0.111945 -0.081164999999999987 -0.53255499999999989 0.10455500000000001 -0.087199999999999986 -0.083284999999999984 0.091475000000000015 0.091580000000000009 0.084905000000000022 0.097575000000000009 0.096830000000000013 0.09857500000000001 0.0028200000000000005 0.062770000000000006 0.090475000000000014 -0.080884999999999985 0.077000000000000013 0.107145 -0.34918499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 7 -7 8 11 10 -9 -6 15 -14 20 -11 17 19 -18 -17 21 23 -22 24 26 -26 -15 -28 -29 -24
right_child=1 2 4 -5 5 6 -8 9 -10 12 -12 -13 13 14 -16 16 18 -19 -20 -21 22 -23 29 -25 25 -27 27 28 -30 -31
leaf_value=0.00019573326862882824 -0.00031713017034538401 0.00064332537585869436 0.00027290903817629443 -7.3909994898713205e-05 -0.00014292271710777035 0.00014608561288609746 -0.00044588888626700886 0.00091291816032025965 -0.00060696721069689377 0.00046779150074786132 -0.00021309773520832617 0.00026430481396216366 -0.00065078163611831082 0.0004285136603963717 -0.00054016474917131872 5.4523155343607267e-05 1.1197719112045838e-05 0.0014666389904700087 -0.0011146873346357703 -0.00042969067998970076 0.00088895726616361318 -0.00097024799836799508 0.00044230597652910675 0.00061235421824015009 -1.2475920066208347e-05 -0.00078544534901723358 3.1809846503845908e-05 -0.00052392582880565904 5.9291195420649815e-05 -4.3851292421745063e-06
leaf_weight=37 30 20 21 39 24 21 30 20 20 34 35 21 29 30 28 72 1273 21 24 23 21 25 28 22 80 37 743 50 39 224
leaf_count=37 30 20 21 39 24 21 30 20 20 34 35 21 29 30 28 72 1273 21 24 23 21 25 28 22 80 37 743 50 39 224
internal_value=0 -2.3483e-06 7.43863e-07 0.000169221 -2.57505e-06 -4.52029e-06 -0.000202135 -1.07235e-06 -0.00015414 2.40889e-06 0.000196363 4.71168e-05 -1.39684e-06 -2.37202e-05 -1.00166e-05 1.95227e-05 8.73631e-06 0.000214157 -9.63593e-06 -6.27076e-05 1.4108e-06 -2.75222e-05 0.000110148 -3.97759e-06 -1.78277e-05 -0.000256919 1.46244e-05 -2.99542e-07 -0.000268359 4.52472e-05
internal_weight=0 3084 3054 59 2995 2974 51 2923 65 2858 55 45 2803 1356 1327 1447 1413 116 1297 95 1299 1026 273 1001 979 117 862 832 89 252
internal_count=3121 3084 3054 59 2995 2974 51 2923 65 2858 55 45 2803 1356 1327 1447 1413 116 1297 95 1299 1026 273 1001 979 117 862 832 89 252
is_linear=0
shrinkage=0.1


Tree=2146
num_leaves=31
num_cat=0
split_feature=132 393 15 1 16 399 1 1212 399 400 33 9 2 1203 51 51 0 120 130 151 40 51 4 403 12 12 51 15 12 160
split_gain=0.000159718 0.000456475 0.000351227 0.000169015 0.000225981 0.00025666 0.000213434 0.000199698 0.000349017 0.000303505 0.000152747 0.00021416 0.00091381 0.000152419 0.000158002 0.000397177 0.000373871 0.000344235 0.000685953 0.00030667 0.000349815 0.000486629 0.000642682 0.000496744 0.000297748 0.000606459 0.00049925 0.000557706 0.000526335 0.000605728
threshold=-0.083174999999999985 0.12069000000000002 0.091295000000000015 0.088135000000000005 -0.081299999999999983 0.086340000000000014 0.11507500000000002 0.055770000000000007 0.08832000000000001 -0.086244999999999988 -0.012019999999999998 0.091600000000000015 -0.15339499999999998 0.10749000000000002 0.082455000000000014 0.045645000000000005 -0.23051499999999997 1.0000000180025095e-35 -0.16562999999999997 -0.088279999999999983 -0.081369999999999984 0.090230000000000019 -0.078809999999999977 -0.080719999999999986 0.086700000000000013 0.084290000000000018 0.11144500000000002 0.088990000000000014 0.094375000000000014 -0.083899999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 7 -6 -5 8 9 -1 -2 13 -13 14 15 17 -16 18 -12 -18 -21 22 -22 -23 25 -25 27 -26 29 -28
right_child=1 -3 -4 6 5 -7 -8 -9 -10 -11 11 12 -14 -15 16 -17 19 -19 -20 20 21 23 -24 24 26 -27 28 -29 -30 -31
leaf_value=-0.00010629356171989458 -0.00022955554343622809 0.00047079711165722645 -0.00038824019768526343 -0.00037805000713517613 -1.3940446039365875e-05 0.00046476652891474916 5.2956353611079978e-05 -0.0003119009782191521 -0.00032495995068789591 0.00037445327962531933 0.00058123196984524847 -0.00013876845972845333 0.00073387599361012695 0.00026988609350242076 -0.00029196334974679713 -0.00037231808101447921 0.00046151408474543138 -0.0003546129548340105 -6.9875683171236981e-06 -0.0002740836044942061 3.1151826416524793e-05 -0.00044392541898105272 0.00072159732282251268 5.5622327567232721e-05 0.00080884631249566812 -0.00052839062825244454 -2.6294039449684567e-05 9.680326433722671e-05 -0.00019547100713912478 0.00065102146953627791
leaf_weight=24 28 21 32 27 24 21 20 24 21 29 20 30 20 21 29 30 20 28 2267 29 28 20 26 116 22 21 31 22 47 23
leaf_count=24 28 21 32 27 24 21 20 24 21 29 20 30 20 21 29 30 20 28 2267 29 28 20 26 116 22 21 31 22 47 23
internal_value=0 6.26012e-06 -8.1748e-05 -3.01283e-05 2.3943e-05 0.000209456 -0.000194643 -6.12417e-05 2.00533e-05 0.000156757 2.87052e-06 5.154e-06 0.000210289 1.49087e-06 -5.37305e-07 -1.07953e-05 5.48887e-05 -6.1103e-06 -1.84354e-06 7.97251e-05 5.98919e-05 8.70977e-05 0.000363589 3.7659e-05 7.18139e-05 -3.38979e-05 0.000171693 0.000452825 4.92202e-05 0.000262192
internal_weight=0 2899 222 190 143 45 47 98 74 53 2878 2850 50 2800 2779 2345 434 2315 2287 405 385 356 54 302 282 137 145 44 101 54
internal_count=3121 2899 222 190 143 45 47 98 74 53 2878 2850 50 2800 2779 2345 434 2315 2287 405 385 356 54 302 282 137 145 44 101 54
is_linear=0
shrinkage=0.1


Tree=2147
num_leaves=31
num_cat=0
split_feature=367 12 130 10 1 0 1 33 0 52 4 43 51 0 13 49 52 48 16 16 132 1186 1185 43 1212 1 4 4 457 49
split_gain=0.000141704 0.000265347 0.000398827 0.000205951 0.00127345 0.000995341 0.000471359 0.000304033 0.000166262 0.000369608 0.000305268 0.000206873 0.00103319 0.00152382 0.000439147 0.000539055 0.000660511 0.000574966 0.000652284 0.00109452 0.000396572 0.00312665 0.00263446 0.000418487 0.000396105 0.000390976 0.000485972 0.00109333 0.000467114 0.000497994
threshold=-0.0098099999999999975 0.23631000000000002 -0.22562499999999999 -0.011559999999999999 0.093400000000000025 -0.094299999999999981 0.13842500000000005 -1.0000000180025095e-35 0.13134000000000004 0.095415000000000014 -0.35136499999999998 0.084740000000000024 0.035765000000000012 -0.079984999999999987 -0.097224999999999992 0.10671500000000002 0.11125500000000001 0.10061000000000002 -0.39185999999999993 -0.091744999999999979 -0.083284999999999984 1.0000000180025095e-35 -0.087384999999999977 0.066275000000000014 0.058525000000000008 0.13842500000000005 0.08184000000000001 0.066685000000000008 0.09228500000000002 -0.016249999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -5 11 10 -10 14 24 -14 15 16 17 18 -9 -20 21 -16 -22 25 -13 26 27 -24 29 -28
right_child=1 -3 3 7 5 6 -8 8 9 -11 -12 12 13 -15 20 -17 -18 -19 19 -21 22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00019453608488343105 0.00039793182612629608 -0.00034838547269993637 -0.00083752599589171869 0.00032979566676658581 0.00052071614242907218 1.523481875521707e-06 -0.00059824409312568604 -0.00041842507271212527 -0.00020666443248046562 0.00047946083055728161 0.00029770676424959678 -5.2731172152288797e-05 -0.0010947289932949429 6.9391697814518747e-05 -7.442429282149221e-05 -0.00033494283623440428 0.00064754373341766676 0.00061366375095531114 0.00075231640164375954 -5.3668616572625952e-05 -0.0011593367892783137 0.0012765298468106526 -6.9899418898855632e-06 0.00041786128321014669 0.00032985522140675571 0.00031593160698927631 -0.00046891721221618355 0.00065874189866008245 0.00021340527584305329 -0.00011517011074969419
leaf_weight=37 25 22 21 28 28 38 20 25 30 23 20 213 23 22 93 20 29 20 23 63 20 21 1864 23 31 36 50 25 33 195
leaf_count=37 25 22 21 28 28 38 20 25 30 23 20 213 23 22 93 20 29 20 23 63 20 21 1864 23 31 36 50 25 33 195
internal_value=0 -2.33393e-06 1.52399e-07 -3.12204e-06 -0.000139392 3.10821e-05 -0.000205293 1.85438e-06 -1.30977e-06 0.000147696 -4.91595e-06 -5.15474e-06 -8.53231e-05 -0.000525603 3.96678e-06 0.000154526 0.00021571 0.000120113 3.11849e-05 0.000161886 -7.51656e-06 0.000174436 -1.67519e-05 -6.48608e-06 -4.12388e-06 -1.09164e-05 -1.63463e-05 1.8207e-06 -0.00013979 -0.000187363
internal_weight=0 3084 3062 3037 107 86 58 2930 2902 73 50 2829 289 45 2540 180 160 131 111 86 2360 114 2246 2226 244 2203 2167 1889 278 245
internal_count=3121 3084 3062 3037 107 86 58 2930 2902 73 50 2829 289 45 2540 180 160 131 111 86 2360 114 2246 2226 244 2203 2167 1889 278 245
is_linear=0
shrinkage=0.1


Tree=2148
num_leaves=31
num_cat=0
split_feature=33 132 1185 12 12 130 3 9 16 130 130 1201 48 48 51 48 52 16 457 1375 1446 51 484 1 160 51 1 51 15 484
split_gain=0.000157484 0.000153286 0.000549487 0.000294449 0.000753298 0.000406023 0.00023638 0.000182499 0.000784073 0.000164698 0.000279733 0.000184296 0.000145552 0.000537346 0.00130156 0.000844121 0.000396469 0.000688194 0.000427165 0.000322924 0.000342047 0.000270125 0.000580439 0.00042242 0.00095822 0.000399581 0.00202931 0.000770149 0.000494631 0.000945569
threshold=-0.012019999999999998 -0.083174999999999985 -0.083264999999999992 0.090165000000000009 0.10866500000000003 0.096010000000000012 -0.080564999999999984 0.091600000000000015 -0.4179199999999999 -0.22699999999999995 -0.14750499999999997 -0.080364999999999978 0.083685000000000009 0.089350000000000013 0.088210000000000011 0.090885000000000007 -0.0073049999999999999 -0.018494999999999998 0.078435000000000019 0.099110000000000018 0.091725000000000015 0.10501000000000001 -0.070054999999999992 0.10022000000000002 -0.085764999999999994 0.081440000000000026 0.090475000000000014 0.090050000000000005 -0.067579999999999987 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 -5 9 -9 -4 -11 -12 21 14 16 -15 17 -14 -19 20 -17 25 -23 24 -24 28 27 -27 -13 -30
right_child=1 2 7 4 5 -7 -8 8 -10 10 11 12 13 15 -16 19 -18 18 -20 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00023609238788984451 2.6347265735299129e-05 0.00051798107063708205 -0.00025432980619370936 -0.00030004519448127774 -0.00026191959068118772 0.0002646361236656958 -0.00078041137123364024 -0.00018652459749808679 0.00060610608100735894 0.00035865950511916627 0.00023203134187497199 -0.00010386111578971531 -0.00051978424354191788 -0.00054099452120551304 0.00088799721625036914 7.7320518516205814e-05 0.00039674097422027479 0.00049564993026987873 -8.8479225955633142e-05 -0.00034326338844204492 -0.00032999275850174441 -0.00035154545862910299 8.1070609852312172e-05 -0.00010308664332114859 0.00077929353673728962 0.00037841790891076071 -0.0011191389634041117 -0.00023695956013672812 -3.2219921250302348e-06 0.00035660981908198689
leaf_weight=28 122 21 25 21 27 32 20 26 24 22 34 454 22 28 24 328 27 21 31 22 22 22 57 32 30 33 20 53 1416 77
leaf_count=28 122 21 25 21 27 32 20 26 24 22 34 454 22 28 24 328 27 21 31 22 22 22 57 32 30 33 20 53 1416 77
internal_value=0 2.13727e-06 8.32771e-06 -7.79202e-05 -0.000205126 2.36699e-05 -0.00053437 4.57237e-06 0.000193938 1.19084e-06 3.49282e-06 6.54586e-07 -2.23869e-06 4.50593e-05 0.000226036 -1.14959e-05 6.87381e-05 -5.09387e-05 0.000147419 2.83589e-05 5.1718e-05 -1.35566e-05 0.000120334 0.000207572 0.000321837 -2.27522e-05 -0.000211829 -8.26345e-07 -1.24583e-05 1.5336e-05
internal_weight=0 3093 2871 222 100 59 41 2850 50 2800 2775 2753 2719 525 125 400 101 74 52 372 350 2194 141 119 87 2053 106 86 1947 1493
internal_count=3121 3093 2871 222 100 59 41 2850 50 2800 2775 2753 2719 525 125 400 101 74 52 372 350 2194 141 119 87 2053 106 86 1947 1493
is_linear=0
shrinkage=0.1


Tree=2149
num_leaves=31
num_cat=0
split_feature=11 33 33 10 16 1 43 1 1 16 2 10 0 131 131 3 131 130 402 12 12 401 12 2 376 376 4 12 0 1
split_gain=0.00014816 0.000295866 0.000167038 0.000494273 0.00271158 0.000779842 0.000490805 0.000372776 0.000252739 0.00042275 0.000315261 0.000438601 0.000239 0.000197394 0.000279452 0.000403518 0.000239504 0.00141685 0.000658245 0.000476429 0.000627508 0.000321431 0.000304688 0.000221984 0.000268453 0.000276265 0.000605277 0.000258115 0.000575233 0.000309352
threshold=-0.011194999999999998 -0.012019999999999998 0.085305000000000006 -0.0093599999999999985 -0.056919999999999991 0.13686500000000004 -1.0000000180025095e-35 0.15799000000000005 0.13756000000000004 -0.4179199999999999 -0.020134999999999997 0.087010000000000018 -0.050064999999999991 0.13857500000000003 0.11925000000000001 -0.082284999999999983 0.099565000000000015 0.087230000000000016 0.31278000000000006 0.092200000000000018 0.096525000000000014 0.13699500000000003 0.086850000000000024 0.15109000000000003 0.089985000000000023 0.080200000000000007 1.0000000180025095e-35 -0.088589999999999988 -0.14723999999999998 0.11846000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -4 8 10 -10 11 -5 -11 14 16 -16 18 19 21 22 -21 23 -18 24 25 27 -27 28 -12 -29
right_child=1 2 6 7 -6 -7 -8 -9 9 12 13 -13 -14 -15 15 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00023323636959065444 -0.00035178006770972086 -0.0006096990120416498 0.00012639315264886651 -0.00058705179167604503 0.00098774920338802344 0.00014957420963553652 -0.00054226981287467345 -0.00040441020670265934 0.00055009091526947245 -0.00016198808012193007 -0.00062168753024057627 -2.599412308834297e-05 0.00028098288790455889 -0.00031306618795497344 0.00052135445707244795 -3.6191940523201122e-05 -8.1268492243092121e-05 -0.00090884106881276242 0.00057611436670413241 -0.00065047301607029076 9.1023176210001112e-05 -0.00039913899032399062 0.00034226295165575634 -0.00030592544834412959 -0.00030746209463190842 0.00052673686586786068 -0.00012089523284144148 3.3565904870505912e-06 -1.224689509954414e-05 0.00019658738688016204
leaf_weight=27 24 24 23 22 31 31 21 23 22 29 21 38 21 20 25 27 29 20 20 21 25 20 41 23 27 31 27 2263 59 86
leaf_count=27 24 24 23 22 31 31 21 23 22 29 21 38 21 20 25 27 29 20 20 21 25 20 41 23 27 31 27 2263 59 86
internal_value=0 -2.03536e-06 6.98804e-07 3.51155e-06 0.000239817 -0.000181745 -0.000192741 -3.40078e-06 -2.38897e-07 0.000184791 -4.92156e-06 -0.000231715 2.40597e-05 -3.55237e-08 2.22871e-06 0.000231859 -2.17261e-06 -0.000131509 4.65304e-06 2.51414e-06 -0.000247486 1.83263e-07 0.0001668 3.33125e-06 6.16057e-06 9.5654e-06 0.000225253 4.41518e-06 -0.000172225 1.0431e-05
internal_weight=0 3094 3070 3026 86 55 44 2940 2917 72 2845 60 50 2785 2765 52 2713 136 2577 116 46 2557 70 2537 2514 2487 58 2429 80 2349
internal_count=3121 3094 3070 3026 86 55 44 2940 2917 72 2845 60 50 2785 2765 52 2713 136 2577 116 46 2557 70 2537 2514 2487 58 2429 80 2349
is_linear=0
shrinkage=0.1


Tree=2150
num_leaves=31
num_cat=0
split_feature=33 9 3 39 130 1204 374 120 15 150 14 160 42 479 12 1446 480 1447 12 1447 1447 133 481 1446 1447 1447 1456 480 154 157
split_gain=0.000134675 0.000169958 0.000322279 0.000149001 0.000180143 0.000288268 0.00017888 0.000277552 0.00028404 0.000206473 0.000219506 0.000226063 0.000858046 0.000323038 0.000717099 0.00031421 0.000295073 0.000292311 0.00138488 0.00136446 0.00102353 0.00024538 0.000222619 0.000191122 0.00026264 0.000248803 0.000275851 0.000230429 0.000384622 0.000332174
threshold=-0.018454999999999996 0.091905000000000014 -0.13309499999999996 -0.083889999999999978 0.12884500000000002 0.053645000000000005 0.092550000000000007 1.0000000180025095e-35 -0.5556049999999999 0.14582500000000004 0.10189000000000002 -0.54913999999999985 0.089535000000000017 0.10061500000000002 0.09364500000000002 0.088360000000000008 -0.089354999999999976 -0.085709999999999995 0.083985000000000018 -0.086849999999999997 -0.084549999999999986 0.085075000000000026 0.0051300000000000009 0.11655500000000001 -0.082824999999999982 -0.08039499999999998 0.11510000000000002 0.092385000000000009 0.084190000000000001 0.63604500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 -5 10 11 12 15 16 -15 -10 -13 18 -18 21 -19 -20 23 24 -22 -26 27 28 29 -27
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 -12 13 -14 14 -16 -17 17 20 19 -21 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00023116752423811703 0.00027327524414431535 0.00012499781944262352 -0.00037916317469353092 0.00029659675120683463 -0.00021410306620125018 0.00036286135451849656 0.00029035924290794703 -0.00033431729860603811 0.00017927471830183134 0.00030943495387743627 -0.00030642816527688411 0.00033934471569955355 0.00070703401607239531 -0.0006298108220216818 0.00017355046147713438 -0.00036268249445129189 0.00077100362312328933 -0.0006760798032780219 -7.8432869155552581e-06 -0.00076784871169365953 0.00028836347744800152 0.00046446240280188658 0.00031823717817176312 -0.00026394605043167065 -0.00033667155661058372 -6.3953144674329504e-06 0.00030584984306187836 -0.00026094764438716492 0.00042002874023247777 -0.00041563967402908025
leaf_weight=25 20 21 32 32 39 22 21 25 23 21 24 25 21 25 20 20 27 23 22 20 30 22 21 29 23 2383 28 36 21 20
leaf_count=25 20 21 32 32 39 22 21 25 23 21 24 25 21 25 20 20 27 23 22 20 30 22 21 29 23 2383 28 36 21 20
internal_value=0 -1.86665e-06 -0.000179401 1.22547e-06 -5.74395e-07 2.21636e-06 -4.62298e-07 -2.53889e-06 3.05577e-07 -2.98198e-06 -5.27355e-06 -2.72768e-06 0.000183084 -7.01307e-06 -0.000272761 -7.27984e-05 -2.63261e-06 -5.79321e-06 0.000170393 -8.29899e-05 -1.19267e-05 0.00022831 -6.03108e-06 -8.68075e-06 -5.76745e-06 -9.28156e-06 -6.25504e-06 -9.80746e-06 -6.07765e-06 -9.80143e-06
internal_weight=0 3096 53 3043 3023 2984 2962 2941 2916 2884 2863 2839 64 2775 45 43 2730 2705 91 64 2614 44 2591 2570 2541 2511 2488 2460 2424 2403
internal_count=3121 3096 53 3043 3023 2984 2962 2941 2916 2884 2863 2839 64 2775 45 43 2730 2705 91 64 2614 44 2591 2570 2541 2511 2488 2460 2424 2403
is_linear=0
shrinkage=0.1


Tree=2151
num_leaves=31
num_cat=0
split_feature=46 481 97 30 9 150 11 33 12 9 16 0 52 16 483 4 1 1429 12 475 3 1429 474 16 52 160 130 12 484 160
split_gain=0.000129842 0.000155758 0.000152679 0.000286609 0.000218748 0.00125632 0.000341014 0.000463096 0.000238371 0.000287024 0.000180009 0.000174004 0.000329859 0.000253283 0.000172091 0.000163647 0.000830682 0.000235355 0.000758646 0.00104279 0.000717727 0.000535536 0.000246194 0.000435625 0.000241267 0.00137757 0.00056345 0.000738169 0.000466415 0.000599335
threshold=0.096120000000000011 0.13407000000000005 -0.086464999999999986 0.096890000000000018 -0.036024999999999995 0.084555000000000019 -0.011194999999999998 -0.009184999999999997 -0.14757499999999998 0.091600000000000015 -0.13088499999999997 0.13134000000000004 0.095415000000000014 0.071345000000000006 -0.47181499999999993 -0.50940999999999981 0.085475000000000009 -1.0000000180025095e-35 0.092655000000000015 0.061570000000000007 -0.082234999999999989 -0.084934999999999997 -0.25711499999999993 0.63636000000000015 -0.069804999999999992 -0.083259999999999987 -0.22461999999999996 0.14786000000000002 -0.09849999999999999 0.10493500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 -8 10 11 -9 14 13 -13 -10 16 -16 18 20 -20 -17 -22 -19 24 25 -24 -26 28 -28 -30
right_child=-2 -3 3 -5 6 -7 7 8 9 -11 -12 12 -14 -15 15 17 -18 22 19 -21 21 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=-0.00025690365241050881 0.00019152428272978538 -0.00026143270483969347 -0.00069250071281567224 0.00033891216423944574 0.00038579673222873521 0.00037083729475853036 -0.00045784261575053365 -5.8866383333224811e-05 0.00025485127900118154 0.00027945488901949783 -0.000446174118842464 0.00026537955744147655 0.00045896178792948676 -0.0001976753842124405 -0.00055394188945813644 0.00071109048841553257 0.00023101995846865555 -0.00032570363452274858 0.00024831576901488008 -0.00069567246431357819 -0.0001613815286845872 0.00045944336646546922 -0.00076285441324149298 0.00036271446920750351 -0.00051966479724796955 -3.1083915378952319e-05 0.00024851262406899607 0.00061821744631743061 3.8887480380305217e-06 -0.00049918609474843836
leaf_weight=23 35 23 25 25 23 20 22 30 26 38 20 21 24 27 28 29 26 24 25 22 33 24 27 32 20 545 77 20 1783 24
leaf_count=23 35 23 25 25 23 20 22 30 26 38 20 21 24 27 28 29 26 24 25 22 33 24 27 32 20 545 77 20 1783 24
internal_value=0 -2.17219e-06 -2.25404e-07 1.71657e-06 -1.07941e-06 -0.000219906 2.23614e-06 -7.57375e-07 2.68053e-06 6.44523e-06 -0.000213789 2.78842e-06 0.000156261 4.91115e-06 -1.20798e-06 -3.63863e-06 -0.000175997 -1.722e-07 0.000129517 -0.000193551 0.000306078 0.000100018 -6.93109e-06 -3.90476e-06 -8.60501e-06 -6.56255e-05 8.34704e-06 1.38934e-05 7.47805e-06 -2.79293e-06
internal_weight=0 3086 3063 3040 3015 45 2970 2947 2925 2875 50 2837 72 48 2765 2739 54 2685 133 47 86 57 2552 2528 2496 572 1924 1904 1884 1807
internal_count=3121 3086 3063 3040 3015 45 2970 2947 2925 2875 50 2837 72 48 2765 2739 54 2685 133 47 86 57 2552 2528 2496 572 1924 1904 1884 1807
is_linear=0
shrinkage=0.1


Tree=2152
num_leaves=31
num_cat=0
split_feature=33 9 1 34 34 9 50 132 130 1209 1209 42 42 42 4 1 4 4 43 43 0 52 159 50 13 2 130 393 1 42
split_gain=0.000131028 0.000173826 0.000316714 0.000137819 0.000179381 0.00028264 0.00012817 0.00177679 0.00242315 0.00115356 0.000742988 0.000320464 0.000708603 0.000656949 0.000778567 0.000483846 0.000438603 0.000420106 0.000401877 0.000695622 0.000355982 0.0003558 0.00032877 0.000549524 0.000454373 0.000562169 0.000273086 0.000256201 0.00024649 0.000214675
threshold=-0.018454999999999996 0.091905000000000014 0.13332000000000002 -0.097449999999999981 -0.084564999999999987 0.082870000000000013 0.089465000000000017 -0.083284999999999984 0.006490000000000001 -0.094304999999999986 -0.025744999999999997 0.088200000000000014 0.086555000000000007 0.089535000000000017 -0.077679999999999985 0.090840000000000018 -0.080094999999999986 -0.083644999999999983 0.062770000000000006 -0.025214999999999998 -0.097024999999999986 0.08257500000000001 -0.092414999999999983 0.115 -0.086254999999999984 0.085855000000000015 -0.23123999999999997 0.11170000000000001 0.16540500000000002 0.093775000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 9 -8 10 -6 -9 12 16 -13 15 -15 17 21 19 29 -18 -12 -22 24 25 -24 -11 28 -28 -16
right_child=1 2 -4 4 5 -7 7 8 -10 26 11 13 -14 14 18 -17 20 -19 -20 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00022801653450005689 0.0002629282753332518 -0.00043049452811269129 5.8498679168729321e-05 -0.0002570459912358611 -0.00074830413574264161 0.00036744494434623492 0.00077849789436039559 0.00064653934306988957 -0.00094161699302136321 0.00035509931102361799 -0.00010371483115926135 -0.00058331281736331137 0.00053106373625269045 -1.9482521747704595e-06 0.00028588730735161033 -0.00067447421176399555 -0.00037235785256295158 0.00062027753447182479 -0.00021695116550960315 0.00073356658209707936 0.00026300102244194198 0.00038463145645800982 0.00016135578216995957 -0.00055517300985229677 0.00026065472908764299 -0.00057035388114551713 -2.9776362608010614e-07 -0.00030251576305278741 -0.00032925984655182971 -0.00011843168588178554
leaf_weight=25 20 26 27 27 21 21 31 20 26 21 37 23 32 20 24 23 30 20 23 22 37 25 21 20 42 21 2355 29 23 29
leaf_count=25 20 26 27 27 21 21 31 20 26 21 37 23 32 20 24 23 30 20 23 22 37 25 21 20 42 21 2355 29 23 29
internal_value=0 -1.84122e-06 -0.000181385 1.2859e-06 -4.45114e-07 1.86738e-06 -7.1317e-07 4.40737e-05 -1.9205e-06 -1.03326e-05 5.01735e-05 2.36094e-05 8.76958e-05 -8.77604e-05 -6.92558e-06 -0.000361671 3.16177e-05 0.000221755 0.000148728 0.00026087 -5.95592e-05 9.3199e-05 6.99373e-06 -8.40858e-05 2.80778e-05 -0.000204499 -3.94979e-06 -7.08233e-06 -3.47948e-06 6.46562e-05
internal_weight=0 3096 53 3043 3023 2996 2975 526 495 2449 469 449 285 164 141 43 253 82 98 75 171 62 141 104 84 42 2428 2407 2378 53
internal_count=3121 3096 53 3043 3023 2996 2975 526 495 2449 469 449 285 164 141 43 253 82 98 75 171 62 141 104 84 42 2428 2407 2378 53
is_linear=0
shrinkage=0.1


Tree=2153
num_leaves=31
num_cat=0
split_feature=132 1185 12 12 130 3 15 1213 0 128 124 131 376 33 3 13 12 1373 49 151 1427 16 1427 131 130 402 50 131 13 4
split_gain=0.000144633 0.000469438 0.00025719 0.000589136 0.000390307 0.000199379 0.000125999 0.000147486 0.00015341 0.000125974 0.000289245 0.000155378 0.000158955 0.00044118 0.000324391 0.000327003 0.000435734 0.000168671 0.000564771 0.000273345 0.000197479 0.000599088 0.000432322 0.000189534 0.000826899 0.00054628 0.000455468 0.000306483 0.000350529 0.000355543
threshold=-0.083174999999999985 -0.083264999999999992 0.090165000000000009 0.10866500000000003 0.096010000000000012 -0.080564999999999984 0.085035000000000013 -0.015074999999999998 -0.086834999999999982 0.11976500000000002 -0.19228999999999999 0.13602500000000003 0.084075000000000011 -0.012019999999999998 -0.020429999999999997 -0.072309999999999985 -0.092484999999999984 0.081220000000000014 -0.0069299999999999995 -0.54526999999999981 0.089335000000000012 0.057265000000000003 0.078535000000000008 0.099565000000000015 0.088045000000000012 0.31278000000000006 0.082725000000000007 0.10488000000000001 -0.077799999999999994 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 -5 -4 7 -1 -9 10 -3 12 13 -12 -14 16 -16 19 -19 -15 22 -22 23 25 26 -21 27 -25 -29 -30
right_child=1 9 3 4 -6 -7 -8 8 -10 -11 11 -13 14 17 15 -17 -18 18 -20 20 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.00025464735967530445 0.00047704380399192731 -0.00037831657071365045 -0.00027263898879200933 -0.00027434940453127232 0.00024191485008486782 -0.00071381037356331954 0.00024915921501815323 -6.1125253032857804e-05 0.00023172966081161847 0.00023561517692818917 -0.00047232436947524547 0.00021580414040192196 -0.00015801962281605512 0.00033225772797595716 0.00037516358632793919 0.00040869381533242588 -0.00022742386333577869 9.2157909574990094e-05 -0.00049056149030642202 4.049866453676843e-06 0.00062149900499207432 -8.0496610345078578e-05 -0.00033431851946098064 -0.00044070828035252082 -0.0006321558964555152 0.00052895518107106917 0.00036124517522424598 0.00029318371069586227 -0.0003069486345846726 0.00019503825751598924
leaf_weight=22 21 20 21 27 32 20 20 53 27 23 20 34 33 25 21 43 28 39 29 2290 20 31 39 21 25 20 27 26 43 21
leaf_count=22 21 20 21 27 32 20 20 53 27 23 20 34 33 25 21 43 28 39 29 2290 20 31 39 21 25 20 27 26 43 21
internal_value=0 5.95714e-06 -7.77918e-05 -0.000196678 5.65833e-06 -0.000487845 1.96558e-05 -2.53449e-05 3.77133e-05 2.51975e-06 6.41924e-07 3.31535e-06 7.36052e-07 -4.41258e-06 0.000110958 0.000207439 3.08279e-05 -8.89151e-07 -0.000156355 3.19573e-06 -1.40079e-08 0.000194796 -3.96914e-06 1.24057e-06 -0.000102978 8.5945e-06 -7.11207e-06 -9.67125e-05 -1.64468e-05 -0.000142234
internal_weight=0 2899 222 100 59 41 122 102 80 2878 2855 2835 2801 2676 125 92 49 2656 68 2588 2563 51 2512 2473 163 2310 138 111 90 64
internal_count=3121 2899 222 100 59 41 122 102 80 2878 2855 2835 2801 2676 125 92 49 2656 68 2588 2563 51 2512 2473 163 2310 138 111 90 64
is_linear=0
shrinkage=0.1


Tree=2154
num_leaves=31
num_cat=0
split_feature=367 39 1 12 1 142 153 473 471 155 475 155 155 155 156 156 1 14 3 1 156 1456 156 474 474 474 3 4 2 133
split_gain=0.000140886 0.000262315 0.000244248 0.000193582 0.000686234 0.000490137 0.000171387 0.000193937 0.000222197 0.000288713 0.000268127 0.00017699 0.00022289 0.000356194 0.00020744 0.000257045 0.000286032 0.000240408 0.000793512 0.000838019 0.000192393 0.00023448 0.000359198 0.000343348 0.000830284 0.000826487 0.000609044 0.00045095 0.000429385 0.000394293
threshold=-0.0098099999999999975 -0.020804999999999994 0.16540500000000002 0.12757000000000002 0.13075500000000004 -0.057499999999999989 0.086100000000000024 -0.072684999999999986 -0.085064999999999988 0.14547000000000002 0.12365000000000002 0.13131500000000004 0.11245500000000001 0.10626500000000001 0.10463000000000001 0.11386000000000002 0.111945 -0.087574999999999986 0.097915000000000016 0.11654500000000001 0.097165000000000015 0.11027500000000001 0.091895000000000018 0.088820000000000024 0.08708500000000001 0.085860000000000006 -0.082404999999999992 -0.0043399999999999992 0.092875000000000013 0.087170000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 -7 -9 10 11 12 13 14 17 -16 -17 18 19 -10 21 22 23 24 25 -19 29 28 -28 -25
right_child=1 2 -4 4 -6 6 -8 8 9 -11 -12 -13 -14 -15 15 16 -18 20 -20 -21 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.00019397401133696928 -0.00029658500890946017 0.00049554545577848333 0.00032520934790069157 1.8404069021670966e-05 -0.00066241091015399438 0.00029014858458970634 -0.00027924637926678934 -0.00031797514529898765 -0.00087652941200014377 0.00037965974013786768 0.00036324312561191618 -0.00029342847077974254 0.00029522510609240275 -0.00040548515601337634 0.00038937194168587062 -0.00025706462523279093 0.00025339321531962767 8.5682136067020099e-06 0.00025930966410130541 -5.8061378187066392e-05 -0.00029535588824232536 -0.00022994536381258174 0.00034951462743871772 -0.00017068317413629434 0.00049298065165723009 -0.0005583674128641947 -0.00088864182672252704 -2.9761306082253305e-06 -0.00024121465947246181 0.00038168204312872455
leaf_weight=37 30 20 23 57 20 23 22 22 22 20 20 21 25 22 30 21 23 2337 27 29 22 43 30 28 35 26 21 21 20 24
leaf_count=37 30 20 23 57 20 23 22 22 22 20 20 21 25 22 30 21 23 2337 27 29 22 43 30 28 35 26 21 21 20 24
internal_value=0 -2.32719e-06 5.63356e-07 -1.90014e-06 -0.000158431 2.18005e-06 -1.18304e-06 9.1771e-07 -1.38492e-06 1.04444e-06 -1.61531e-06 -4.19655e-06 -2.03195e-06 -4.70416e-06 -1.50838e-06 0.00016366 9.76561e-06 -6.0605e-06 -0.000179052 -0.000411126 -8.8469e-07 1.62145e-06 5.53859e-06 1.4306e-06 9.49153e-06 2.33024e-06 -0.000168132 -0.000379811 -0.000572824 8.42546e-05
internal_weight=0 3084 3054 3031 77 2954 2934 2912 2889 2867 2847 2827 2806 2781 2759 74 44 2685 78 51 2607 2585 2542 2512 2398 2363 114 62 41 52
internal_count=3121 3084 3054 3031 77 2954 2934 2912 2889 2867 2847 2827 2806 2781 2759 74 44 2685 78 51 2607 2585 2542 2512 2398 2363 114 62 41 52
is_linear=0
shrinkage=0.1


Tree=2155
num_leaves=31
num_cat=0
split_feature=33 9 3 39 130 1204 1185 1186 1183 391 1184 129 2 42 0 0 129 129 4 130 42 1200 128 47 0 43 1374 484 13 131
split_gain=0.00013965 0.000146756 0.000263131 0.000124092 0.000137261 0.000234863 0.000169974 0.000236636 0.000144406 0.000320383 0.000239258 0.000193454 0.00109302 0.000373359 0.00032245 0.000374916 0.000602313 0.000383091 0.000342101 0.000198326 0.000376383 0.000176416 0.000328713 0.000990148 0.000714232 0.000212196 0.00104323 0.00114561 0.00208892 0.000573538
threshold=-0.018454999999999996 0.091905000000000014 -0.13309499999999996 -0.083889999999999978 0.12884500000000002 0.053645000000000005 -0.10973499999999999 -0.092084999999999986 -0.081039999999999987 -0.086514999999999981 0.081725000000000006 0.083780000000000007 0.083935000000000023 -0.14899999999999999 -0.067094999999999988 -0.07403499999999999 0.10260500000000002 0.089775000000000008 -0.018869999999999994 -0.22562499999999999 0.15432000000000004 0.091775000000000009 0.085955000000000018 0.10323000000000002 -0.08095999999999999 -0.085594999999999991 0.088035000000000016 0.090150000000000022 -0.080519999999999994 0.098515000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5 -8 -9 -10 11 13 -13 -11 15 16 17 18 -14 -15 21 22 25 24 -24 26 27 29 -29 -21
right_child=1 2 -4 4 -6 -7 7 8 9 10 -12 12 14 19 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00023539909404644277 0.000249242581485305 0.00010817803620392668 -0.00034737529290396196 -0.00029119139420799914 -0.00018705956623913761 0.00032729424591790041 0.00028556636765454733 -0.0002457875152079699 0.00038969419963125673 -0.00042604595627857467 -0.00025497280305874462 0.00071455885656177996 -0.00034847941479667846 -0.00030168928705362225 0.00032916432302534726 -0.00045517890670453197 -0.00033753103135885406 0.00035599100633084573 0.00022940997121622788 0.000125059144439781 0.00043196303897275357 0.00026632724232816449 -0.00088464846368879095 0.00037656961105075545 -0.00017551001323486812 -1.2794913406190581e-05 0.00070496280754923652 -0.0011445877240475967 0.00023345951531981966 -0.00029504566187420601
leaf_weight=25 20 21 32 20 39 22 29 24 21 21 37 25 21 22 26 20 35 45 20 334 20 24 20 23 49 2022 24 22 22 36
leaf_count=25 20 21 32 20 39 22 29 24 21 21 37 25 21 22 26 20 35 45 20 334 20 24 20 23 49 2022 24 22 22 36
internal_value=0 -1.90083e-06 -0.000166873 9.72494e-07 -6.70047e-07 1.76601e-06 -6.51824e-07 1.32329e-06 -1.50645e-06 5.2288e-07 -2.3267e-06 9.75279e-07 9.78896e-05 -6.07571e-06 5.57386e-06 -5.40953e-05 1.21995e-05 0.000154532 -6.65822e-05 -2.70696e-06 -1.73213e-07 -3.52831e-06 -6.06614e-06 -0.000191651 -0.000381057 8.74424e-07 6.39781e-05 2.68195e-05 -0.000455564 8.41841e-05
internal_weight=0 3096 53 3043 3023 2984 2962 2942 2913 2889 2868 2831 192 2639 167 141 121 86 41 2618 2596 2576 2552 92 69 2460 438 414 44 370
internal_count=3121 3096 53 3043 3023 2984 2962 2942 2913 2889 2868 2831 192 2639 167 141 121 86 41 2618 2596 2576 2552 92 69 2460 438 414 44 370
is_linear=0
shrinkage=0.1


Tree=2156
num_leaves=31
num_cat=0
split_feature=448 0 14 160 45 1429 475 155 475 1428 1447 481 160 1447 0 43 479 481 480 11 33 47 47 9 16 47 15 47 47 1447
split_gain=0.000126742 0.000323725 0.000193476 0.000214529 0.00018032 0.00037396 0.000465005 0.000193993 0.000177387 0.00047123 0.000174474 0.00121358 0.000867057 0.000625126 0.00131214 0.000220889 0.00021442 0.000412029 0.000249065 0.000177518 0.000220761 0.000264207 0.0015272 0.000674152 0.00152505 0.000359854 0.00098246 0.000552228 0.000838796 0.000383973
threshold=0.068920000000000023 -0.26609999999999995 0.10189000000000002 -0.57146499999999989 0.084355000000000013 -0.23752499999999996 0.13528000000000004 0.14721000000000004 0.061570000000000007 -0.066124999999999989 -0.086279999999999982 -0.086219999999999977 -0.090764999999999985 -0.084334999999999979 -0.086284999999999987 -0.078844999999999985 0.10713500000000002 -0.15265499999999996 0.11144000000000001 -0.011194999999999998 -0.012019999999999998 0.094160000000000008 0.096850000000000006 0.088235000000000022 -0.40995499999999996 0.088915000000000008 -0.10203999999999998 0.085770000000000027 0.079365000000000005 -0.083214999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 9 -7 11 -11 15 14 -12 -13 17 -15 19 -19 -21 23 -23 25 -25 27 -27 28 29 -22
right_child=-2 2 -4 4 -6 6 -8 -9 -10 10 13 12 -14 16 -16 -17 -18 18 -20 20 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00038385391182435509 -0.00025092823634622621 0.00029890908635934468 -0.00028393159197245648 -0.00043503316468559202 0.0002096656491085014 0.00045716009494340553 0.0004793907608836889 0.00029842811726710005 -0.00023037426439779146 -0.00078966475054833359 0.0008927281895328475 -0.00045796420541591946 0.00051809331075324178 -0.00038682522537218856 -0.00020058077636695955 6.3957869012180412e-06 0.00026145248125901383 0.00025471666851080953 0.0003437141832546331 -0.00031491989378385675 -0.00043553133436944339 0.00078266190737070118 2.4070266281115475e-06 5.8616500774082997e-05 -0.0010614159191027284 0.00076472902368377197 -0.00018131242282913226 -0.0005416810102178716 0.00061515466444515853 -1.5662414839712844e-05
leaf_weight=22 20 24 24 20 40 22 20 21 35 22 23 20 26 29 21 21 29 25 20 24 22 28 241 31 20 21 23 20 21 2186
leaf_count=22 20 24 24 20 40 22 20 21 35 22 23 20 26 29 21 21 29 25 20 24 22 28 241 31 20 21 23 20 21 2186
internal_value=0 1.61837e-06 -1.11277e-06 1.10905e-06 -1.24898e-06 -4.06964e-06 -1.16851e-06 -4.42543e-06 -6.59605e-06 -3.89062e-06 -7.42111e-06 -0.000145249 6.63501e-05 -3.01498e-06 0.000370922 -0.000220121 -9.0198e-06 -1.19131e-05 -7.85922e-06 -1.05006e-05 -1.3015e-05 -1.02421e-05 8.36231e-05 -2.10142e-05 -0.000380612 -1.30161e-05 0.000270207 -1.85572e-05 -1.38634e-05 -1.98459e-05
internal_weight=0 3101 3079 3055 3031 2991 2971 2951 2930 2895 2873 89 67 2784 44 41 2740 2711 2682 2662 2637 2613 269 2344 51 2293 44 2249 2229 2208
internal_count=3121 3101 3079 3055 3031 2991 2971 2951 2930 2895 2873 89 67 2784 44 41 2740 2711 2682 2662 2637 2613 269 2344 51 2293 44 2249 2229 2208
is_linear=0
shrinkage=0.1


Tree=2157
num_leaves=31
num_cat=0
split_feature=33 15 132 1204 15 403 16 1210 3 15 43 13 402 0 15 481 15 52 481 52 16 52 52 1212 133 1212 1212 1212 394 15
split_gain=0.000138275 0.000125993 0.00321668 0.00374948 0.000691112 0.000426319 0.00196123 0.0007685 0.000464219 0.000363529 0.00042203 0.000937178 0.00070261 0.000492426 0.000391452 0.00042214 0.00039959 0.000368476 0.0010891 0.000576195 0.000439233 0.000823526 0.000701119 0.000291894 0.000556034 0.000364535 0.000347357 0.000889028 0.000309118 0.000517095
threshold=-0.018454999999999996 0.091650000000000023 -0.083284999999999984 -1.0000000180025095e-35 0.091295000000000015 -0.5335399999999999 -0.079504999999999978 -0.14310999999999999 -0.084964999999999985 0.092715000000000006 0.055925000000000009 -0.073839999999999975 -0.17973499999999998 -0.072894999999999988 0.094810000000000019 -0.15265499999999996 0.097020000000000009 0.008405000000000001 -0.00058999999999999992 -1.0000000180025095e-35 -0.065999999999999989 0.51358000000000004 0.41423000000000004 -0.14780999999999997 -0.093189999999999981 -0.089079999999999979 -0.083344999999999989 -0.030914999999999995 0.0041850000000000004 0.086495000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 -2 -7 -8 -5 12 -12 -11 -13 -14 -16 -17 19 -19 -18 -20 22 -22 24 -9 -25 -27 -28 -29 -30
right_child=1 2 3 9 -6 7 8 23 -10 10 11 13 14 -15 15 16 17 18 20 -21 21 -23 -24 25 -26 26 27 28 29 -31
leaf_value=0.00023423698195256293 0.00085302546824095782 0.0011056734050658567 -0.0013564975842018613 0.00033876048805962599 -0.00054485183015155303 -0.00063008140888996421 0.0001059267672446921 -0.00064032704789756937 -0.00055281749693676825 -0.00057793506707226204 0.00076190363818212702 0.00033062220036694985 -0.00030399163741902965 -0.00029904293149701083 -0.00038502539592584419 0.00051052994123892861 5.4011019550243337e-05 0.00077770986782801953 0.00037331890946786319 -0.00047836339593953299 6.8949328528510208e-06 0.00036195557299363611 -0.00066721877665258948 0.00030902781127716065 7.1544057896567718e-06 -0.00040279692799561999 0.00064415644197392144 -1.4868972454935861e-05 -1.7605608536541695e-05 0.00063057642837520693
leaf_weight=25 30 27 20 38 24 20 23 21 20 22 23 23 36 27 21 20 68 23 28 29 36 29 27 37 36 22 21 2293 32 20
leaf_count=25 30 27 20 38 24 20 23 21 20 22 23 23 36 27 21 20 68 23 28 29 36 29 27 37 36 22 21 2293 32 20
internal_value=0 -1.89145e-06 4.42401e-05 -1.67358e-05 -1.07131e-05 -5.73469e-06 0.000232476 -1.26849e-05 -0.000200466 4.28092e-05 1.55127e-05 0.000233616 -3.14534e-05 -9.39697e-06 6.47273e-06 4.62475e-05 8.10811e-05 4.52937e-05 0.000147345 -0.000105152 2.65246e-05 -7.90215e-05 -0.000282011 -7.70988e-06 -0.000231391 -2.45222e-06 -7.27833e-06 -3.60064e-06 -9.40145e-06 0.000231695
internal_weight=0 3096 497 470 2599 2575 73 2502 43 450 412 73 339 50 317 281 260 240 143 97 120 92 63 2482 57 2425 2388 2366 2345 52
internal_count=3121 3096 497 470 2599 2575 73 2502 43 450 412 73 339 50 317 281 260 240 143 97 120 92 63 2482 57 2425 2388 2366 2345 52
is_linear=0
shrinkage=0.1


Tree=2158
num_leaves=31
num_cat=0
split_feature=132 393 15 0 16 3 15 1203 4 15 483 484 4 1456 1456 0 1455 43 1456 1453 0 4 51 473 154 50 16 472 1446 155
split_gain=0.000150499 0.00039459 0.000309449 0.000151927 0.000342741 0.00019536 0.00016185 0.00022098 0.000193426 0.000579875 0.000138983 0.000153315 0.0005843 0.000209801 0.00023168 0.000923451 0.000449665 0.00042829 0.000215635 0.0002179 0.000878424 0.000642189 0.000462769 0.000438249 0.000226914 0.000400023 0.000848528 0.000379416 0.000299792 0.000246507
threshold=-0.083174999999999985 0.12069000000000002 0.091295000000000015 -0.073309999999999986 -0.081299999999999983 -0.085709999999999995 0.084905000000000022 0.084375000000000019 -0.085034999999999986 -0.10091499999999999 0.13726000000000002 0.18587500000000004 -0.013514999999999998 -0.23785999999999999 -0.090954999999999994 -0.085669999999999982 -0.072959999999999983 -0.081454999999999986 0.12676500000000004 -0.048199999999999993 -0.09595999999999999 -0.013125 -0.44986999999999994 -0.07576999999999999 0.085530000000000009 -0.23848499999999997 0.63636000000000015 -0.15279499999999999 0.11353000000000001 0.11562500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 6 -6 7 8 -1 -10 11 13 -13 -2 15 -15 17 -16 19 20 -18 -22 -21 -24 25 -25 27 -27 29 -29
right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11 -12 12 -14 14 16 -17 18 -19 -20 22 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.00012823529735517998 0.00029243559209862725 0.00043797828132353191 -0.00036704052451526082 -0.00025061245267150097 1.5966746629849447e-05 0.00042455442275968376 -0.00033804351391847294 0.00021718505147593815 8.4082174698078946e-05 -0.0006134913311722234 0.00025924451432989112 -0.00052324300777399917 0.00018209495528540373 0.0001532244327730344 -3.5749760475785784e-05 -0.0006997510843740946 -0.00039195865022272547 0.00056166824880555014 -0.00031924048006268485 -0.00034470515413723217 2.6918762159766631e-06 0.00062361323887469354 0.00046866054981364869 0.00039171019687693427 -0.00032105477108747109 0.00042606852345800561 -0.00063554178590753251 -2.5140813045919085e-07 0.00030322797031772102 -0.00022687701097385464
leaf_weight=21 25 21 32 27 22 25 21 26 26 22 21 24 23 30 21 22 22 28 21 39 31 36 20 26 22 21 21 2344 32 49
leaf_count=21 25 21 32 27 22 25 21 26 26 22 21 24 23 30 21 22 22 28 21 39 31 36 20 26 22 21 21 2344 32 49
internal_value=0 6.07676e-06 -7.93538e-05 -3.09013e-05 5.49261e-06 0.000233301 -8.68089e-05 -3.12728e-05 -0.000124895 -0.000235639 2.92529e-06 1.04125e-06 -0.000178078 4.03719e-06 1.44833e-06 -0.00020765 5.42678e-06 0.000305632 -5.38611e-08 2.46319e-06 0.000156297 0.000336321 -2.85585e-06 2.40337e-06 -1.30444e-06 1.51727e-06 -2.59502e-06 2.83911e-06 -8.25971e-07 -4.89188e-06
internal_weight=0 2899 222 190 163 47 116 95 69 48 2878 2857 47 2810 2785 52 2733 49 2684 2663 89 67 2574 2535 2515 2493 2467 2446 2425 2393
internal_count=3121 2899 222 190 163 47 116 95 69 48 2878 2857 47 2810 2785 52 2733 49 2684 2663 89 67 2574 2535 2515 2493 2467 2446 2425 2393
is_linear=0
shrinkage=0.1


Tree=2159
num_leaves=31
num_cat=0
split_feature=156 475 1425 474 45 1 1426 1425 154 1456 1456 16 106 105 34 9 1 2 159 15 132 13 399 15 42 12 403 1208 403 1454
split_gain=0.000132877 0.000575008 0.000168693 0.000147129 0.000150396 0.000910236 0.00022115 0.000262997 0.000144526 0.000203643 0.000337053 0.000195116 0.00017551 0.000371032 0.000422127 0.000346993 0.000690726 0.000316691 0.000190235 0.000177141 0.000706442 0.00337433 0.00288207 0.000542079 0.00236353 0.000942124 0.00059918 0.000659638 0.000877103 0.000567101
threshold=0.3248100000000001 0.13528000000000004 0.10129000000000002 -0.42010499999999995 0.084355000000000013 0.10684 -0.082379999999999995 0.084030000000000007 0.085530000000000009 0.11510000000000002 0.10795500000000001 -0.56967999999999985 0.085275000000000004 1.0000000180025095e-35 -0.057544999999999992 0.091905000000000014 0.13332000000000002 -0.080614999999999978 0.076905000000000015 0.087575000000000014 -0.083284999999999984 -0.01163 0.091580000000000009 0.088850000000000012 0.085730000000000015 0.090285000000000018 -0.54631999999999992 0.099975000000000008 -0.45015499999999992 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 8 9 10 11 -8 13 14 -13 17 -17 -16 -14 -19 21 -21 23 24 25 -22 -25 28 -28 -30
right_child=-2 -3 -4 4 5 -7 7 -9 -10 -11 -12 12 18 -15 15 16 -18 19 -20 20 22 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=0.00024673492007423194 -0.0002394722503832663 0.00052327322773635385 -0.00029126033652573821 -0.00033610411337576808 0.00069092929014004769 -0.00018599269076667984 0.00029330910292628691 0.0003501758428423533 -0.00027287517528748142 0.00022383950567111756 -0.00041530261762090959 0.00034964252882866385 0.00040927008845929299 -0.00043814430649945278 0.00030720466187403875 -0.00066999799594708281 0.00010500611767739706 -2.5178325941793631e-05 1.4065857801048471e-05 0.0011909561295760796 -0.00041882316643176114 -0.00055171349085867403 -0.0011753875040449203 -0.00044515148776034564 0.00091782480195563832 0.00039206916420801501 -0.00064706608834967487 0.00047714961598807528 5.2191040589450301e-05 -0.0004563672567596571
leaf_weight=24 23 21 20 20 20 29 22 21 20 39 20 33 21 20 32 23 23 1928 29 25 38 20 20 28 35 23 20 31 470 23
leaf_count=24 23 21 20 20 20 29 22 21 20 39 20 33 21 20 32 23 23 1928 29 25 38 20 20 28 35 23 20 31 470 23
internal_value=0 1.77788e-06 -1.78124e-06 1.12637e-07 -1.83887e-06 0.000171935 -4.69239e-06 -2.45615e-06 -4.97238e-06 -3.13931e-06 -6.20872e-06 -3.35192e-06 -5.64838e-06 -8.97395e-06 -5.87749e-06 -1.01609e-05 -0.000282496 -5.50902e-06 0.000180052 -9.26957e-06 3.2575e-05 0.000416436 7.4678e-06 4.28826e-05 0.000262773 -0.000113077 5.978e-06 2.91979e-05 2.12869e-06 2.84652e-05
internal_weight=0 3098 3077 3057 3033 49 2984 2964 2943 2923 2884 2864 2842 2792 2772 2739 46 2693 50 2661 733 45 688 668 96 61 572 544 513 493
internal_count=3121 3098 3077 3057 3033 49 2984 2964 2943 2923 2884 2864 2842 2792 2772 2739 46 2693 50 2661 733 45 688 668 96 61 572 544 513 493
is_linear=0
shrinkage=0.1


Tree=2160
num_leaves=31
num_cat=0
split_feature=132 399 15 132 0 49 3 400 390 1186 13 1185 133 33 9 16 9 16 16 16 42 457 0 1209 1210 1213 484 10 10 1
split_gain=0.000143375 0.000499107 0.000268635 0.000419153 0.000147083 0.000372069 0.000640705 0.000252009 0.000131685 0.000198389 0.000913565 0.000251468 0.000363195 0.000171198 0.000221585 0.000664492 0.000550247 0.000144551 0.00133041 0.000823629 0.000974966 0.000475632 0.000759373 0.000404928 0.000475467 0.00129355 0.000402341 0.00120897 0.000850391 0.0005178
threshold=-0.083449999999999983 0.091580000000000009 0.084905000000000022 -0.1075 -0.073309999999999986 0.09567500000000001 -0.069009999999999974 -0.082454999999999987 0.087590000000000015 0.057025000000000006 -0.0082249999999999979 0.085905000000000009 -0.0054649999999999985 -0.044254999999999996 0.092235000000000011 -0.4179199999999999 0.085355000000000014 -0.083134999999999987 -0.08231999999999999 -0.086989999999999984 0.089015000000000025 0.11612500000000002 -0.26343999999999995 -0.084519999999999984 -0.05860499999999999 -0.053734999999999998 0.10126500000000001 -0.38124499999999995 -0.0093599999999999985 0.10439500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 -4 5 6 7 -1 9 11 -11 13 -13 -2 16 -16 17 19 -19 21 -21 22 -15 -20 25 -25 27 -24 -29 -30
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 -12 12 -14 14 15 -17 -18 18 23 20 -22 -23 26 24 -26 -27 -28 28 29 -31
leaf_value=0.00017116812960011886 0.00028315078372889686 0.00036588021122090715 -3.3602351102286555e-05 -0.00058284101178287531 -0.00022936224246362913 -0.00030070936902322704 0.00054636352422396438 -0.00018559145874441833 0.00018124418044862978 -0.00066498805839122115 0.00010842497861068254 0.00049117981956806034 -8.0550078127998868e-05 -0.00053400904102350719 -0.00014289258644263709 0.00062736505587097447 -0.00046499256546107625 0.00076934087100317299 -0.00036677125166973166 -0.00077021459801471801 4.5735917498219626e-05 0.00044882762634766878 0.0007387756944147193 -2.7435093504628018e-05 -2.6077405037284472e-06 0.0007703805183215688 -0.00043526856872977946 -0.00065673677423546913 -4.8257402982522361e-05 0.00014583178175762347
leaf_weight=36 21 38 33 24 26 27 26 44 40 24 42 25 20 28 24 21 26 23 29 32 27 22 22 63 1614 30 21 20 504 189
leaf_count=36 21 38 33 24 26 27 26 44 40 24 42 25 20 28 24 21 26 23 29 32 27 22 22 63 1614 30 21 20 504 189
internal_value=0 5.84446e-06 -7.86026e-05 -0.000264861 -1.18308e-05 3.06942e-05 0.000115108 -2.50496e-05 1.07245e-06 -1.47685e-06 -0.000172816 2.61891e-06 0.000237078 -1.26572e-06 -3.48195e-06 0.000216561 -7.21853e-06 -2.68266e-06 1.37763e-05 -3.61525e-05 -0.000396814 -9.75171e-06 -2.262e-05 3.76598e-06 1.0061e-05 0.000229925 -3.67968e-06 8.65144e-06 -1.38769e-05 4.67601e-06
internal_weight=0 2905 216 57 159 133 106 80 2867 2827 66 2761 45 2716 2695 45 2650 2624 1759 865 59 806 784 1736 1707 93 756 735 713 693
internal_count=3121 2905 216 57 159 133 106 80 2867 2827 66 2761 45 2716 2695 45 2650 2624 1759 865 59 806 784 1736 1707 93 756 735 713 693
is_linear=0
shrinkage=0.1


Tree=2161
num_leaves=31
num_cat=0
split_feature=1203 132 130 1185 1208 2 3 1208 403 15 15 42 52 403 2 390 1186 1213 43 1212 0 0 13 1375 13 16 402 483 16 0
split_gain=0.00013582 0.00436081 0.00238332 0.000152093 0.000133501 0.000758491 0.00192436 0.00026217 0.000141803 0.000685455 0.000520186 0.0003601 0.000450879 0.00021669 0.000528536 0.000297811 0.000253453 0.000193862 0.000269464 0.00104532 0.000749226 0.000439465 0.000390462 0.00146202 0.00125497 0.00105548 0.0019342 0.000625185 0.000909522 0.00155775
threshold=0.089165000000000008 -0.083284999999999984 0.0084900000000000028 -0.091084999999999985 0.098655000000000007 0.09358000000000001 -0.081054999999999974 1.0000000180025095e-35 0.15011500000000003 0.093575000000000019 0.09006500000000002 0.089810000000000015 0.089325000000000015 0.10301500000000001 0.090425000000000019 0.088485000000000008 -0.087469999999999978 -0.13595999999999997 0.0034250000000000005 -0.073259999999999978 -0.13843999999999998 -0.11242999999999999 -0.085804999999999979 -0.15308499999999997 -0.085669999999999982 -0.079109999999999986 -0.0063199999999999992 0.087520000000000014 -0.0083599999999999976 -0.087794999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 7 6 -6 8 13 10 11 12 -10 15 -15 16 -5 -18 22 -20 -21 -22 23 -19 -24 26 -25 28 29 -27
right_child=1 2 -4 4 5 -7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 17 18 19 20 21 -23 24 25 -26 27 -28 -29 -30 -31
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leaf_weight=22 23 28 30 37 23 21 20 24 35 22 24 25 21 29 26 26 21 21 21 32 22 335 23 29 1711 54 250 41 98 27
leaf_count=22 23 28 30 37 23 21 20 24 35 22 24 25 21 29 26 26 21 21 21 32 22 335 23 29 1711 54 250 41 98 27
internal_value=0 0.000127799 -0.000334253 -3.40518e-06 -1.49546e-06 -0.000144384 -0.000384965 1.60031e-06 -1.09593e-06 -0.000104448 1.8941e-06 -0.000119263 2.16159e-05 3.5868e-06 0.00020012 -3.46719e-07 2.87068e-06 -7.11388e-07 -3.09709e-06 -7.76678e-05 -4.05684e-05 9.81696e-07 1.04672e-05 8.6471e-05 -1.23251e-05 5.20729e-05 0.00018122 -0.000111709 -0.000192388 -0.00044033
internal_weight=0 81 58 3040 3018 64 43 2954 2930 127 105 81 56 2803 55 2748 2722 2685 2664 410 389 357 2254 520 1734 499 279 220 179 81
internal_count=3121 81 58 3040 3018 64 43 2954 2930 127 105 81 56 2803 55 2748 2722 2685 2664 410 389 357 2254 520 1734 499 279 220 179 81
is_linear=0
shrinkage=0.1


Tree=2162
num_leaves=31
num_cat=0
split_feature=132 1203 15 1203 133 43 401 1211 4 401 402 132 1186 394 403 0 0 403 1213 1213 133 48 48 51 160 3 48 4 1 1
split_gain=0.000158399 0.000509685 0.000561172 0.00037672 0.000156045 0.000230006 0.000130847 0.000270058 0.000452171 0.000234845 0.000432397 0.000207715 0.000160641 0.000327631 0.000149228 0.00104111 0.0015139 0.000479645 0.000179548 0.000386405 0.00097782 0.000195771 0.0004062 0.000751346 0.0005231 0.000550815 0.000485812 0.000381504 0.000503252 0.00113417
threshold=-0.083449999999999983 0.089480000000000018 0.088990000000000014 0.089480000000000018 -0.50375999999999987 0.27194500000000005 -0.47144999999999992 0.10406000000000001 -0.078809999999999977 -0.06959499999999999 -0.43418999999999991 -0.014954999999999998 -0.088589999999999988 0.0041850000000000004 -0.53960999999999981 -0.086409999999999987 -0.070499999999999993 -0.52800499999999995 0.14530000000000001 0.060985000000000004 -0.069129999999999983 0.083685000000000009 0.089350000000000013 0.088210000000000011 0.08325500000000001 -0.015584999999999998 0.091085000000000013 0.0016150000000000003 0.10060500000000001 0.11212500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 -1 -2 6 -6 9 -9 -8 -11 -12 -13 14 15 -14 -17 -16 19 21 -21 -19 23 24 -23 -26 -24 -28 -29 -30
right_child=1 2 -4 -5 5 -7 7 8 -10 10 11 12 13 -15 17 16 -18 18 -20 20 -22 22 26 -25 25 -27 27 28 29 -31
leaf_value=-4.0432141892469883e-05 0.00021311384017976443 5.6447820568747726e-05 0.00069750896423515364 -0.00049604220810579142 0.00022335735892948627 -0.0003321195448127886 0.00026370487642399145 -0.00060040563810616733 -1.2972501204594186e-05 -0.00039893432576381776 0.00029613870841179357 -0.00021863543125536208 -0.00047373006324050951 0.00038766238278846937 -0.00038273068247221867 0.00096051958765504741 -0.00011317938584272333 -1.6953681827705371e-05 -0.00026033575209462122 -9.0138919767923659e-05 0.00079956253147905789 0.00033148505667378097 -0.00035769552684060358 0.00072767738294873124 0.00027331794553901999 -0.00040418645871492722 0.00013276354906169611 -0.00027244131727760155 0.00063995375379678223 -0.00013983198878122493
leaf_weight=196 34 36 22 20 26 21 34 20 38 27 24 33 20 22 33 24 29 1873 26 30 21 47 34 23 20 30 194 72 26 66
leaf_count=196 34 36 22 20 26 21 34 20 38 27 24 33 20 22 33 24 29 1873 26 30 21 47 34 23 20 30 194 72 26 66
internal_value=0 6.14304e-06 0.000299609 -8.26183e-05 1.64459e-07 -2.40941e-06 7.05063e-08 -2.02836e-06 -0.000215536 2.54455e-06 -7.76117e-07 3.28519e-06 6.05628e-07 3.39905e-06 1.07071e-07 0.000141037 0.000373024 -4.01632e-06 1.05987e-06 3.84981e-06 0.000276209 -1.97422e-06 5.28237e-05 0.00021381 9.19646e-05 -0.000133185 3.54233e-06 3.78498e-05 -7.44261e-05 8.05422e-05
internal_weight=0 2905 58 216 2847 2813 2792 2766 58 2708 2674 2647 2623 2590 2568 73 53 2495 2462 2436 51 2385 512 120 97 50 392 358 164 92
internal_count=3121 2905 58 216 2847 2813 2792 2766 58 2708 2674 2647 2623 2590 2568 73 53 2495 2462 2436 51 2385 512 120 97 50 392 358 164 92
is_linear=0
shrinkage=0.1


Tree=2163
num_leaves=31
num_cat=0
split_feature=132 132 1203 42 13 0 131 42 133 130 121 33 9 9 4 11 1 46 44 1455 2 2 133 484 15 483 481 1447 13 2
split_gain=0.000129945 0.000426364 0.000343871 0.000180377 0.000278985 0.000598051 0.000268697 0.000541992 0.000232032 0.000118977 0.000392036 0.000235652 0.000253396 0.000690777 0.000147208 0.00028069 0.000182556 0.00017953 0.00013881 0.000145553 0.000506121 0.000819498 0.000523662 0.000719313 0.000508536 0.000397874 0.000211647 0.00154163 0.0018484 0.00378023
threshold=-0.083174999999999985 -0.050879999999999988 0.089005000000000015 -0.021469999999999996 -0.015874999999999997 -0.086284999999999987 -0.076979999999999979 -0.058859999999999989 -0.14717499999999997 -0.23647499999999996 -0.088279999999999983 -0.012019999999999998 0.091600000000000015 0.10629500000000001 0.62931500000000018 -0.011194999999999998 0.15618500000000002 0.096120000000000011 0.081805000000000017 0.083760000000000015 0.094835000000000017 0.083995000000000014 0.085635000000000003 -0.077774999999999983 -0.068899999999999975 -1.0000000180025095e-35 -0.086484999999999992 -0.085684999999999997 -0.081029999999999977 0.085515000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 -1 8 -8 -3 -11 -12 14 -14 15 -13 17 18 19 26 21 -21 23 -23 -22 -26 27 -17 29 -29
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leaf_weight=30 27 20 27 40 26 20 20 32 27 25 27 20 20 27 27 29 21 30 22 31 20 28 36 20 24 21 2358 20 26 20
leaf_count=30 27 20 27 40 26 20 20 32 27 25 27 20 20 27 27 29 21 30 22 31 20 28 36 20 24 21 2358 20 26 20
internal_value=0 5.64657e-06 -7.3736e-05 -2.74248e-05 8.08523e-05 0.000248807 -0.000112855 -0.000209608 6.51931e-06 1.92817e-06 3.63261e-06 1.46059e-07 2.9812e-06 0.000233218 -9.49471e-07 1.35188e-06 -1.40681e-06 8.90251e-07 -1.85843e-06 2.31653e-07 8.70271e-05 0.000213093 0.000375262 0.000591492 -0.000136013 -0.000322485 -6.13736e-06 0.000140204 -0.000126822 -0.000553483
internal_weight=0 2899 222 195 86 46 109 79 47 2872 2852 2827 2800 47 2753 2726 2706 2685 2655 2633 180 115 84 48 65 45 2453 95 66 40
internal_count=3121 2899 222 195 86 46 109 79 47 2872 2852 2827 2800 47 2753 2726 2706 2685 2655 2633 180 115 84 48 65 45 2453 95 66 40
is_linear=0
shrinkage=0.1


Tree=2164
num_leaves=31
num_cat=0
split_feature=33 367 12 130 10 13 123 9 10 44 158 3 1452 1456 13 4 1455 1455 1455 1453 42 158 0 2 1452 50 132 130 1209 402
split_gain=0.000125862 0.000125611 0.000231691 0.000404843 0.000211634 0.000387502 0.000553211 0.00031572 0.000589775 0.00023415 0.000313506 0.000619424 0.000163758 0.000164796 0.000447235 0.000341651 0.000247657 0.000392989 0.000263586 0.000186986 0.000588928 0.000968557 0.000226793 0.000374066 0.000235663 0.000244191 0.00175882 0.00298106 0.00084193 0.000528145
threshold=-0.018454999999999996 -0.0098099999999999975 0.23631000000000002 -0.22562499999999999 -0.086389999999999981 -0.15714499999999998 0.083745000000000014 0.092235000000000011 -0.011239999999999998 0.099360000000000018 -0.47144999999999992 -0.076969999999999997 0.107895 -0.23007499999999997 -0.08459499999999999 -0.0065699999999999986 -0.097209999999999977 -0.076939999999999995 -0.018454999999999996 -0.048199999999999993 0.086950000000000013 0.077000000000000013 0.13134000000000004 0.10584500000000001 0.081315000000000012 0.089465000000000017 -0.083284999999999984 0.006490000000000001 -0.094304999999999986 0.12317000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 8 -6 10 11 -10 13 14 -12 -16 -15 -18 -19 20 21 -20 24 -24 25 28 -27 29 -21 -28
right_child=1 2 -4 4 7 6 -8 -9 9 -11 12 -13 -14 16 15 -17 17 18 19 22 -22 -23 23 -25 -26 26 27 -29 -30 -31
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leaf_weight=25 37 25 22 25 30 25 27 36 20 29 21 20 28 27 20 21 36 24 27 21 26 30 39 24 21 28 337 21 2029 20
leaf_count=25 37 25 22 25 30 25 27 36 20 29 21 20 28 27 20 21 36 24 27 21 26 30 39 24 21 28 337 21 2029 20
internal_value=0 -1.80456e-06 -4.01982e-06 -1.67746e-06 -5.00377e-06 -0.000168657 -0.000324203 -7.10318e-07 -4.36521e-06 2.47059e-07 3.13389e-06 0.000281113 -8.37244e-07 1.59331e-06 0.000162793 0.000355009 -2.09467e-06 9.37912e-07 -3.52537e-06 -5.0687e-07 0.000147194 -3.271e-05 -5.33332e-06 0.000182033 -1.00988e-05 -7.2466e-06 6.36075e-05 6.95992e-06 -2.12792e-05 7.50706e-05
internal_weight=0 3096 3059 3037 3012 77 52 2935 2899 2869 2840 40 2800 2772 62 41 2710 2683 2647 2623 83 57 2540 63 2477 2456 406 378 2050 357
internal_count=3121 3096 3059 3037 3012 77 52 2935 2899 2869 2840 40 2800 2772 62 41 2710 2683 2647 2623 83 57 2540 63 2477 2456 406 378 2050 357
is_linear=0
shrinkage=0.1


Tree=2165
num_leaves=31
num_cat=0
split_feature=1209 403 0 403 2 3 1208 130 121 33 50 132 1211 403 393 1209 1209 401 12 47 47 9 3 49 48 49 47 131 402 48
split_gain=0.000162905 0.000161171 0.00119473 0.000147066 0.000650522 0.00117708 0.000147521 0.000140922 0.000361401 0.000214969 0.000155918 0.00144289 0.00221305 0.00080914 0.000497361 0.000370967 0.000292058 0.000383069 0.000899888 0.000327008 0.00254521 0.000750793 0.00170145 0.000470227 0.000374958 0.000805689 0.000346251 0.000451215 0.000461808 0.000304381
threshold=-0.14444499999999996 -0.55157999999999985 -0.086234999999999992 -0.52641999999999989 0.085485000000000019 -0.081164999999999987 0.10233500000000001 -0.22699999999999995 -0.088279999999999983 -0.012019999999999998 0.090515000000000012 -0.083284999999999984 0.11048500000000001 -0.065924999999999997 0.11170000000000001 -0.088289999999999993 -0.069599999999999981 -1.0000000180025095e-35 0.097325000000000009 0.094160000000000008 0.096850000000000006 0.088235000000000022 -0.13309499999999996 -0.008624999999999999 0.12474000000000002 0.12073000000000002 0.090100000000000013 0.13052000000000002 -0.16927999999999996 0.12649500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 7 -5 -9 -10 14 -12 13 -13 15 -11 -17 18 -18 21 -21 26 -23 -22 25 -25 27 28 -19 -30
right_child=1 3 -4 6 5 -7 -8 8 9 10 11 12 -14 -15 -16 16 17 19 -20 20 23 22 -24 24 -26 -27 -28 -29 29 -31
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leaf_weight=20 20 23 22 25 21 25 21 23 27 20 30 30 28 393 25 22 25 27 26 20 39 24 28 127 22 22 28 34 1902 22
leaf_count=20 20 23 22 25 21 25 21 23 27 20 30 30 28 393 25 22 25 27 26 20 39 24 28 127 22 22 28 34 1902 22
internal_value=0 -1.83478e-06 -0.000196396 8.36546e-07 0.000145173 0.000362289 -2.4943e-06 -6.2622e-07 1.38142e-06 -1.7276e-06 8.9272e-07 5.28809e-05 8.21078e-06 6.52031e-05 -9.47044e-06 -4.82518e-06 -1.20296e-06 -4.60384e-06 -0.000275673 1.41993e-06 0.000114525 -1.11778e-05 -0.000386341 1.18649e-05 8.33274e-05 2.64275e-05 -1.48653e-06 -6.41228e-06 -1.18345e-07 -5.88178e-06
internal_weight=0 3101 42 3059 69 46 2990 2969 2944 2921 2894 481 451 423 2413 2388 2368 2346 51 2295 230 2065 52 210 171 149 2013 1985 1951 1924
internal_count=3121 3101 42 3059 69 46 2990 2969 2944 2921 2894 481 451 423 2413 2388 2368 2346 51 2295 230 2065 52 210 171 149 2013 1985 1951 1924
is_linear=0
shrinkage=0.1


Tree=2166
num_leaves=31
num_cat=0
split_feature=132 393 1203 42 130 2 52 13 0 128 124 131 376 33 3 13 12 9 2 13 13 4 43 13 4 129 13 1428 157 0
split_gain=0.000171951 0.000385865 0.000284789 0.000201759 0.000306683 0.000333061 0.000552462 0.000235522 0.000447335 0.00016261 0.0002612 0.000148938 0.000155015 0.000334593 0.000286066 0.000276001 0.000358026 0.000177899 0.000964396 0.000184594 0.000200206 0.000590423 0.000748368 0.000470449 0.000358239 0.000263736 0.000252748 0.000345654 0.000704473 0.000318517
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 -0.021469999999999996 0.085870000000000016 0.097385000000000013 0.08709500000000002 -0.015039999999999998 -0.086834999999999982 0.11976500000000002 -0.19228999999999999 0.13602500000000003 0.084075000000000011 -0.012019999999999998 -0.020429999999999997 -0.072309999999999985 -0.092484999999999984 0.091600000000000015 -0.15339499999999998 0.27266500000000005 0.11217000000000001 -0.095774999999999985 -0.23229999999999998 0.24813000000000004 -0.034939999999999992 0.10596500000000002 0.10591500000000001 0.094820000000000015 -0.04831499999999999 0.16094000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 -1 6 -6 -5 -9 10 -2 12 13 -12 -14 16 -16 19 -19 20 25 -22 23 24 -23 26 27 29 -29 -15
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leaf_weight=29 20 21 27 43 25 34 21 22 21 23 20 34 33 2324 21 43 28 26 20 36 33 20 25 24 20 31 30 25 20 22
leaf_count=29 20 21 27 43 25 34 21 22 21 23 20 34 33 2324 21 43 28 26 20 36 33 20 25 24 20 31 30 25 20 22
internal_value=0 6.49543e-06 -8.48211e-05 -4.26757e-05 -0.000133027 -3.20355e-05 -0.000207455 7.18395e-05 0.000237327 3.379e-06 1.24552e-06 3.78604e-06 1.26076e-06 -3.82368e-06 0.000110108 0.000200711 3.84561e-05 -7.5525e-07 0.000194191 -4.19108e-06 -1.04597e-06 0.000123984 -9.97225e-06 -0.000191207 1.88035e-05 -7.26689e-06 -1.0978e-05 -7.3588e-06 0.000267171 -1.26247e-05
internal_weight=0 2899 222 195 109 80 46 86 43 2878 2855 2835 2801 2676 125 92 49 2656 46 2610 2574 122 89 64 40 2452 2421 2391 45 2346
internal_count=3121 2899 222 195 109 80 46 86 43 2878 2855 2835 2801 2676 125 92 49 2656 46 2610 2574 122 89 64 40 2452 2421 2391 45 2346
is_linear=0
shrinkage=0.1


Tree=2167
num_leaves=31
num_cat=0
split_feature=1211 2 1212 1200 1201 402 1213 133 12 16 133 1208 403 1213 1212 52 43 43 12 1212 160 131 400 1209 402 132 399 399 50 1212
split_gain=0.000168718 0.000549301 0.000267257 0.000162366 0.000239405 0.000180741 0.000566702 0.000205524 0.000795621 0.00056422 0.000326265 0.000429066 0.000433718 0.000595577 0.000261645 0.000658893 0.0010097 0.000430284 0.000492972 0.000319506 0.0004074 0.000314197 0.000538256 0.000261208 0.000311426 0.000357593 0.00426904 0.00317545 0.000406965 0.000240518
threshold=0.11716500000000001 0.087470000000000006 0.13613500000000003 0.089625000000000024 -0.080909999999999996 -0.45454999999999995 0.0036000000000000003 0.41553500000000004 0.097575000000000009 -0.073404999999999984 0.40945500000000007 0.098655000000000007 -0.5335399999999999 0.15777500000000003 0.089125000000000024 0.008405000000000001 -0.008069999999999999 -0.013024999999999998 0.088045000000000012 0.087615000000000012 -0.57146499999999989 -0.076979999999999979 0.11741500000000001 0.087170000000000011 -0.031734999999999992 -0.083284999999999984 0.091580000000000009 0.091580000000000009 0.088425000000000017 0.085235000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 10 -9 -10 11 12 -7 14 19 17 -17 -16 -19 20 -14 -22 23 24 -23 26 28 29 -26 -27
right_child=1 -3 -4 -5 5 7 -8 8 9 -11 -12 -13 13 -15 15 16 -18 18 -20 -21 21 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00033924164918495254 0.00049281435527114405 -0.00015116861725870807 -0.00033545019675026804 0.00022725475522043608 0.00050411627111875883 0.00033219529413588299 -0.00020391880068928005 -0.00065377526081410121 -0.0003093183073533943 0.00040044749160491239 0.00030851180447772253 -0.00036721659841987275 0.00042625840386873197 -0.00047099476462419802 0.0002158131294224101 0.00074168708942766795 -7.7419966907688869e-05 6.5874771680682895e-05 -0.00063624465168686582 -0.00033601637164949733 0.00037930572122734578 -0.00031297959785936684 -0.00050158136926422073 0.00033827212421535732 -7.6755993421845416e-06 -4.8471381649289687e-06 0.001396054140553568 -0.0012370924610877411 -0.00049506947328890904 0.00034344931307714435
leaf_weight=21 27 26 24 31 26 39 20 23 21 24 34 32 22 27 30 34 27 20 20 29 21 33 22 22 93 2288 23 21 21 20
leaf_count=21 27 26 24 31 26 39 20 23 21 24 34 32 22 27 30 34 27 20 20 29 21 33 22 22 93 2288 23 21 21 20
internal_value=0 0.000176898 -3.05594e-06 -4.35221e-07 -2.77787e-06 -4.16322e-07 0.000196275 -3.48754e-06 -0.00017532 6.92235e-05 5.72444e-07 -3.10897e-06 1.0345e-06 -3.623e-06 9.7242e-07 0.000138886 0.000379132 -7.04715e-05 -0.000285185 -5.93643e-06 -2.23483e-06 -5.91145e-06 -9.09256e-06 -4.79476e-06 -7.81496e-06 -3.73125e-06 0.000153277 -1.2967e-05 -9.74587e-05 -1.82897e-06
internal_weight=0 53 3068 3044 3013 2992 46 2946 68 45 2878 2844 2812 2773 2746 131 61 70 40 2615 2586 2564 2543 2521 2499 2466 137 2329 114 2308
internal_count=3121 53 3068 3044 3013 2992 46 2946 68 45 2878 2844 2812 2773 2746 131 61 70 40 2615 2586 2564 2543 2521 2499 2466 137 2329 114 2308
is_linear=0
shrinkage=0.1


Tree=2168
num_leaves=31
num_cat=0
split_feature=33 132 132 1203 42 394 13 130 2 16 1209 15 15 484 484 2 1456 154 484 1375 151 15 2 484 133 1371 1374 484 1428 1375
split_gain=0.000160886 0.000152179 0.000473939 0.000238189 0.000160798 0.000244654 0.000371823 0.000241897 0.000272279 0.00052821 0.000142263 0.00017301 0.000563697 0.000286035 0.000351041 0.0003683 0.000286477 0.000394334 0.000324739 0.000927698 0.000902023 0.000638621 0.000610897 0.00107563 0.000842536 0.00057407 0.000697274 0.000415715 0.000388243 0.000368036
threshold=-0.018454999999999996 -0.083174999999999985 -0.050879999999999988 0.089005000000000015 -0.021469999999999996 -0.021004999999999996 -0.019614999999999997 0.085870000000000016 0.097385000000000013 -0.082179999999999989 -0.14444499999999996 0.091475000000000015 0.092145000000000019 -0.50340999999999991 -0.23687999999999995 0.094095000000000012 0.11510000000000002 0.084190000000000001 0.085845000000000019 -0.15308499999999997 -0.098364999999999994 0.090750000000000011 0.11362000000000001 0.10126500000000001 0.088285000000000016 0.083235000000000017 0.085820000000000021 0.08764000000000001 -0.020064999999999996 0.089070000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 -6 -7 -2 9 -9 -4 13 -13 -12 15 -15 17 18 21 -20 -21 25 24 -24 27 26 28 -22 -16 -30
right_child=1 2 10 -5 5 6 -8 8 -10 -11 11 12 -14 14 16 -17 -18 -19 19 20 22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00025266387805459093 -0.0003713556340542333 0.00042111565600390794 0.00026593345122819304 -0.00036017931609724963 -0.00013981038128905413 -2.9974576694979173e-05 0.00052254124755217208 0.00011773080471903086 0.00018035051471088082 -0.00056257262892488928 -0.00038010798522182521 0.0005159469415957574 2.779739486289724e-05 -2.5856370761868589e-05 -0.00036073642001221225 0.00055962625986219125 0.00032899317435900838 0.00042375975288450724 0.00071881443783197371 -0.00048757540653847782 0.00045948527555447077 -0.00053849526040721689 0.00022567035757674604 -0.00075432077310757628 0.00069517245886985355 -0.00042001653597941872 0.00040756470297236697 1.2177710279531785e-05 -1.9646903882428562e-05 -0.00043111215557225727
leaf_weight=25 29 27 20 27 36 29 21 25 34 21 21 25 440 21 35 22 24 20 21 30 25 25 24 21 27 37 37 123 1827 22
leaf_count=25 29 27 20 27 36 29 21 25 34 21 21 25 440 21 35 22 24 20 21 30 25 25 24 21 27 37 37 123 1827 22
internal_value=0 -2.04024e-06 4.1216e-06 -8.18111e-05 -4.32678e-05 5.89643e-05 0.000202082 -0.000123928 -3.42355e-05 -0.000192843 1.66968e-07 -1.71323e-06 5.4042e-05 -1.26896e-05 -9.39366e-06 0.000273693 -1.46908e-05 -1.8318e-05 -2.22406e-05 8.04348e-05 2.68109e-05 -3.62724e-05 9.69545e-05 -0.000231659 0.000181455 -2.986e-05 -2.23453e-05 8.77364e-05 -3.07883e-05 -2.45427e-05
internal_weight=0 3096 2874 222 195 86 50 109 80 46 2847 2827 465 2362 2341 43 2298 2274 2254 271 250 1983 220 45 175 1958 1921 148 1884 1849
internal_count=3121 3096 2874 222 195 86 50 109 80 46 2847 2827 465 2362 2341 43 2298 2274 2254 271 250 1983 220 45 175 1958 1921 148 1884 1849
is_linear=0
shrinkage=0.1


Tree=2169
num_leaves=31
num_cat=0
split_feature=401 401 402 133 12 3 133 1208 133 403 403 12 2 0 0 2 1429 133 12 160 160 1203 2 49 1186 393 12 12 403 130
split_gain=0.00014444 0.000192002 0.000234571 0.000180929 0.000600769 0.00044078 0.000269351 0.000250925 0.000605246 0.000370915 0.000448661 0.000996581 0.000151405 0.000522412 0.000475203 0.00042809 0.00115641 0.000859657 0.000704419 0.000403842 0.000858189 0.000399961 0.000381652 0.000357661 0.000530701 0.000424964 0.000423943 0.00121346 0.00117577 0.000798454
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.41553500000000004 0.097575000000000009 -0.072624999999999981 0.41068500000000002 0.10737500000000001 0.39371500000000009 -0.5335399999999999 -0.23730999999999999 0.090020000000000017 0.085155000000000022 -0.15599999999999997 -0.26609999999999995 0.086590000000000014 0.032755000000000006 0.084760000000000016 0.085110000000000005 -0.55248999999999981 -0.52954999999999985 0.089480000000000018 0.085855000000000015 0.088930000000000009 0.062435000000000011 0.10358500000000001 0.085250000000000006 0.084535000000000013 -0.019354999999999994 0.083500000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 -6 7 8 9 -4 11 -11 13 -12 -14 16 17 18 -16 -17 -21 23 -19 24 25 26 27 -15 -29 -28
right_child=1 2 3 4 5 -7 -8 -9 -10 10 12 -13 14 21 15 19 -18 22 -20 20 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.00026787501643411816 -0.00028958158534647817 0.00026560273174916141 0.00034977536049458045 -0.00055580534378532327 0.000340483331179712 -0.00025949219289032047 0.00031580559379007256 0.00032751975718976772 -0.00051503598528063817 -0.00074094774362702784 0.00049518346556093708 7.6388168173642575e-05 -0.0004475353810703382 5.4860450192869701e-06 -0.00057189908110428535 -0.00039197249663993716 -0.00080300008315437792 3.6601608250445376e-05 -2.2450401533465735e-05 0.00053414317399954367 2.9285934435661783e-06 0.00044394421380605895 0.00064698295347625394 0.00032130349621487165 -0.00042864570836432647 0.00042864462617823551 -3.1082421989991322e-05 0.0011326148321677465 0.00016092646683594494 -0.00067628615448484203
leaf_weight=20 23 33 30 25 25 24 27 23 23 26 24 35 25 278 35 25 24 21 70 31 1603 22 20 36 28 24 468 20 33 20
leaf_count=20 23 33 30 25 25 24 27 23 23 26 24 35 25 278 35 25 24 21 70 31 1603 22 20 36 28 24 468 20 33 20
internal_value=0 -1.72767e-06 4.23284e-07 -2.45058e-06 -0.000156904 4.66178e-05 1.39645e-06 -1.48706e-06 -4.07767e-06 -2.24417e-08 -3.68141e-06 -0.000271985 2.14918e-06 3.45427e-05 -1.45018e-05 -8.58286e-06 -0.000159716 -5.39706e-05 -0.0002056 6.90395e-06 1.30067e-05 2.26424e-05 0.000334349 1.24234e-05 -3.43186e-07 1.38828e-05 1.72856e-06 8.90876e-05 0.000527601 -5.75252e-05
internal_weight=0 3101 3078 3045 74 49 2971 2944 2921 2898 2868 61 2807 953 1854 1829 170 146 105 1659 1634 929 41 907 871 843 819 331 53 488
internal_count=3121 3101 3078 3045 74 49 2971 2944 2921 2898 2868 61 2807 953 1854 1829 170 146 105 1659 1634 929 41 907 871 843 819 331 53 488
is_linear=0
shrinkage=0.1


Tree=2170
num_leaves=31
num_cat=0
split_feature=132 393 1203 128 124 1209 403 33 133 133 1371 1372 157 1446 2 481 12 43 0 1446 479 133 133 457 43 16 3 4 133 16
split_gain=0.000138145 0.000363676 0.000212118 0.000136986 0.000217182 0.000133518 0.000216343 0.000131277 0.000142663 0.00190174 0.00157466 0.000581426 0.000476235 0.00104461 0.000763164 0.000678128 0.00062502 0.000624339 0.000625809 0.000428673 0.000634388 0.000380106 0.00113428 0.000367595 0.00035362 0.00128848 0.000618607 0.000445891 0.00130318 0.000520273
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 0.11976500000000002 -0.19228999999999999 -0.14444499999999996 -0.55157999999999985 -0.018454999999999996 0.085760000000000017 0.086085000000000009 0.083235000000000017 -0.065504999999999994 -0.06482499999999998 0.10428500000000002 0.08708500000000001 -0.081614999999999979 0.089735000000000023 -0.085594999999999991 -0.084144999999999984 -1.0000000180025095e-35 0.10061500000000002 0.085355000000000014 0.085075000000000026 -0.22896499999999997 0.055925000000000009 -0.056919999999999991 -0.077104999999999993 -0.076229999999999978 0.51114000000000004 0.51222500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 -6 -7 -8 11 -10 12 -9 14 15 -11 -14 17 -16 -19 -13 21 22 23 -21 27 26 -26 -17 29 -29
right_child=1 -3 -4 -5 5 6 7 8 9 10 -12 19 13 -15 16 24 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-3.9654369786895146e-05 -0.00032753706698713365 0.00042045977136998165 -0.00033871982100040277 0.00024586641602977386 0.0002606195429689251 -0.0002388879144721589 0.00023264355834544406 -0.00052360483969096097 0.00091434502695240862 0.00078252265811897816 -0.00082337583087130697 0.00036226561196306124 0.00059845358933671385 -0.00066059694372993171 0.00039574330661534558 0.0001117603606829551 0.00049423771139619685 8.8337574823526673e-05 -0.00063444481777918081 0.00040365021400661638 -0.00057284628550405617 0.00039737984315370734 -0.00069464136225481834 -7.6272327527923127e-06 0.00040874259029806127 0.00089788487093755975 -0.00028489920132415138 -7.3009998903853274e-05 -0.00084814347875570607 0.00037634414976699712
leaf_weight=195 20 21 27 23 20 37 25 22 24 20 22 31 20 23 21 172 29 25 23 22 20 23 24 1784 20 20 36 323 21 28
leaf_count=195 20 21 27 23 20 37 25 22 24 20 22 31 20 23 21 172 29 25 23 22 20 23 24 1784 20 20 36 323 21 28
internal_value=0 5.82201e-06 -7.60272e-05 2.79651e-06 8.38328e-07 3.15491e-06 1.32568e-06 4.52506e-06 2.45352e-06 3.71933e-05 1.09771e-05 -1.24633e-05 3.448e-05 1.53649e-06 0.000219578 2.53319e-05 0.000104691 -5.90316e-05 -0.000257996 -6.55726e-06 -1.26616e-05 -6.6154e-06 -1.16929e-05 -2.61721e-06 6.84412e-06 0.000208897 -3.717e-05 -2.13839e-05 -8.29452e-05 -3.71641e-05
internal_weight=0 2899 222 2878 2855 2835 2815 2778 2753 827 803 1926 781 663 118 640 98 69 48 1904 1873 1853 1830 1806 620 76 56 544 372 351
internal_count=3121 2899 222 2878 2855 2835 2815 2778 2753 827 803 1926 781 663 118 640 98 69 48 1904 1873 1853 1830 1806 620 76 56 544 372 351
is_linear=0
shrinkage=0.1


Tree=2171
num_leaves=31
num_cat=0
split_feature=132 132 399 3 50 49 131 16 132 1447 4 2 2 43 1447 1447 160 160 160 483 12 1446 42 42 1 160 159 159 3 52
split_gain=0.000111898 0.000322557 0.000200948 0.000444144 0.000210383 0.000192515 0.000497062 0.000378419 0.000335319 0.000120693 0.00086247 0.000723378 0.000691427 0.000427221 0.00033803 0.000175022 0.00015897 0.000798045 0.000409107 0.000584967 0.00102505 0.000334632 0.000632579 0.00214153 0.000872261 0.000693868 0.000306914 0.000325073 0.000288549 0.000514418
threshold=-0.083174999999999985 -0.050879999999999988 0.090145000000000017 -0.083344999999999989 0.09227500000000001 0.09567500000000001 -0.076979999999999979 -0.072804999999999981 -0.097939999999999985 -0.085804999999999979 -0.085594999999999991 0.083795000000000022 0.086950000000000013 -0.082064999999999985 -0.084334999999999979 -0.083214999999999983 -0.090764999999999985 -0.088854999999999976 -0.24213499999999996 0.10143000000000001 0.085495000000000015 0.037915000000000011 0.090470000000000009 0.088200000000000014 0.085605000000000014 -0.4136149999999999 -0.47115499999999993 -0.46048499999999998 -0.082689999999999986 0.5140450000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 -1 8 -8 10 -3 -12 -13 -14 -11 -16 18 -18 21 20 -20 22 23 25 -24 28 -19 -28 -17 -30
right_child=1 9 3 -5 -6 -7 7 -9 -10 14 11 12 13 -15 15 16 17 26 19 -21 -22 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00051422128453850748 0.00034926464927762196 -0.00060637614394811238 -0.00054633984039537608 1.2450620433259193e-05 -0.00029227781873803746 -0.00023076751132738657 0.00044038009599760357 -0.00034735270205419515 -3.5791938775219023e-05 0.00030252695203097051 0.00051845606897889718 -0.00056816202755410059 0.00043784078983922625 -0.00015440592313976156 -0.00026665968810751415 -8.7977313149057224e-05 -0.00056703788158483806 -0.00036243337920535381 0.00010107448950385575 -0.00015451320945725753 0.00074488388013883703 0.00025552045165871582 -0.00013558832787176862 -0.0011282524039935586 0.00063779500545933841 -0.00048445470310980458 0.00034962179962787091 5.5716470796544818e-07 0.00065714206345243546 -4.2802151957792901e-05
leaf_weight=22 27 26 25 33 23 23 21 25 50 38 24 23 21 29 24 33 25 23 79 37 36 36 35 21 25 24 27 2244 21 21
leaf_count=22 27 26 25 33 23 23 21 25 50 38 24 23 21 29 24 33 25 23 79 37 36 36 35 21 25 24 27 2244 21 21
internal_value=0 5.23981e-06 -6.84245e-05 -0.000228407 -1.18452e-05 3.38992e-05 8.54867e-05 -1.27649e-05 0.000105048 2.0056e-06 -9.49079e-05 4.21866e-05 -0.000114395 9.43377e-05 6.34185e-06 2.19024e-06 4.59157e-06 -5.09782e-06 6.56506e-05 0.00019134 0.000302615 -2.27977e-05 -7.84613e-05 -0.000211019 0.000186655 -1.64548e-05 1.0262e-06 4.70721e-06 0.000133305 0.00030717
internal_weight=0 2899 222 58 164 141 118 96 71 2872 123 97 73 50 2749 2711 2687 2319 368 152 115 216 180 120 60 99 2294 2271 75 42
internal_count=3121 2899 222 58 164 141 118 96 71 2872 123 97 73 50 2749 2711 2687 2319 368 152 115 216 180 120 60 99 2294 2271 75 42
is_linear=0
shrinkage=0.1


Tree=2172
num_leaves=31
num_cat=0
split_feature=130 121 33 9 12 50 132 1211 1209 1209 1429 1429 13 0 4 3 0 42 0 50 15 42 159 15 42 16 16 157 475 475
split_gain=0.000112517 0.000262052 0.000196363 0.000195318 0.00143027 0.000148559 0.00139063 0.00222948 0.000749915 0.000561183 0.000269681 0.00113407 0.00106777 0.000410329 0.000259746 0.000533158 0.00045393 0.000402426 0.000686805 0.000967265 0.000578028 0.00047183 0.000350762 0.00064863 0.000795894 0.000451594 0.000358347 0.000307737 0.00025588 0.000253713
threshold=-0.23647499999999996 -0.081149999999999986 -0.012019999999999998 0.086220000000000005 0.08486500000000001 0.089465000000000017 -0.083284999999999984 0.11048500000000001 -0.094304999999999986 -1.0000000180025095e-35 0.083985000000000018 0.052280000000000007 -0.086254999999999984 -0.084674999999999986 -0.081839999999999982 0.10542000000000001 1.0000000180025095e-35 0.088200000000000014 -0.092404999999999973 0.11941000000000002 0.090615000000000015 0.086555000000000007 -0.092414999999999983 -0.0092699999999999987 0.083935000000000023 -0.07550999999999998 -0.088704999999999992 -0.073194999999999996 -0.084169999999999981 -0.073459999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 8 -7 9 -4 -8 11 -10 -12 -14 16 17 -11 21 -19 20 -20 22 26 24 -24 -25 -16 -21 -15 -30
right_child=1 2 3 4 -6 6 7 -9 10 14 12 -13 13 28 15 -17 -18 18 19 27 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.00023642773507162932 0.00026606206899757395 -0.00027015824070312426 -0.00060856122567894914 0.00060068158102997895 -0.00031815370939511925 0.00069473462532304478 0.00057618006554548639 -0.00083129025355447087 -8.1859102192095362e-06 0.00035193445745774674 0.00066556565860960773 -0.00055217874420729156 -0.00026709596108181669 0.00029678978018983759 -4.5778401302717003e-05 -0.00048104339703885753 -0.00010263286530451816 0.00038695505566217688 -0.00097726313921157274 -0.00026408868841826916 -0.00024934922669975402 0.00046389868061851307 2.926950641733306e-05 -6.7331169754782289e-05 -0.00066237223223392257 0.00051143752800551464 0.00045890701559769429 0.00022763601329643278 -0.00024486585139779242 0.00016731955829527579
leaf_weight=20 37 27 21 36 32 31 20 30 2206 59 29 39 41 42 24 22 35 22 20 20 24 32 41 28 28 26 34 35 28 32
leaf_count=20 37 27 21 36 32 31 20 30 2206 59 29 39 41 42 24 22 35 22 20 20 24 32 41 28 28 26 34 35 28 32
internal_value=0 1.52486e-06 -1.66962e-06 7.17339e-07 0.000168289 -3.1206e-06 4.48102e-05 4.51484e-06 -1.356e-05 5.78641e-05 -8.39035e-06 -1.76361e-05 0.000112289 8.54433e-08 3.48278e-05 -4.21196e-06 0.000182681 2.71961e-05 -0.000118439 -0.000230749 -0.000580219 0.000109928 4.73474e-05 -4.82461e-05 -0.000251397 0.000211335 0.000250072 4.8827e-05 0.000107482 -2.50336e-05
internal_weight=0 3101 3064 3037 68 2969 531 500 2438 470 2417 2245 172 143 450 356 94 334 121 99 44 213 181 123 69 54 58 55 102 60
internal_count=3121 3101 3064 3037 68 2969 531 500 2438 470 2417 2245 172 143 450 356 94 334 121 99 44 213 181 123 69 54 58 55 102 60
is_linear=0
shrinkage=0.1


Tree=2173
num_leaves=31
num_cat=0
split_feature=1211 2 1212 1209 403 42 1212 402 401 402 1204 1203 132 132 400 1211 4 16 1211 132 402 15 403 1213 1212 12 1213 0 12 1455
split_gain=0.000155422 0.000511755 0.000195045 0.000142913 0.000198171 0.000547537 0.000323516 0.000173007 0.00119066 0.000257014 0.000144828 0.000300295 0.000160671 0.000842218 0.00401706 0.00367865 0.00040504 0.000395557 0.00028229 0.000242112 0.000173804 0.000157598 0.000830371 0.000575869 0.000337072 0.000609653 0.000253527 0.000632377 0.000462684 0.000429723
threshold=0.11716500000000001 0.087470000000000006 0.13613500000000003 -0.14444499999999996 -0.55157999999999985 0.088380000000000014 0.11006000000000002 -0.45015499999999992 -1.0000000180025095e-35 -0.41906499999999997 0.058775000000000008 -1.0000000180025095e-35 -0.096579999999999985 -0.083284999999999984 -0.082339999999999983 0.09993500000000001 -0.082769999999999982 -0.046599999999999996 0.087635000000000005 -0.26631499999999991 0.13924000000000003 0.087485000000000021 -0.5335399999999999 0.096825000000000008 -0.084689999999999988 0.085635000000000003 -0.082994999999999985 -0.083264999999999992 0.087145000000000014 -0.079434999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 7 8 -6 -9 11 -11 17 14 16 18 -14 19 20 -13 21 23 -23 24 25 -15 27 28 -24 -28
right_child=1 -3 -4 4 6 -7 -8 9 -10 10 -12 12 13 15 -16 -17 -18 -19 -20 -21 -22 22 26 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00026573945418931547 0.00047471309253187093 -0.00014687147575806684 -0.00028689233610445321 0.00015365166167612189 -0.0007268438000747582 -0.00057744356010863121 0.00030278420957204489 0.00035724769568332707 0.00029164579197337538 0.00032532906329184438 -0.0002641270505375273 -6.191783868416679e-05 9.5756614518904834e-05 8.1260497404400672e-05 0.0015427603822172388 -0.0013265607260455866 -0.00047791156022867652 0.00016677130661264529 0.00033010857340951385 -0.00042923635368137373 -0.00027471310224981332 0.00056085507113796972 0.00024217633064836262 -0.00052008916675483558 1.7153951987998961e-06 -0.00053132424361661615 -0.00043211228887388565 0.0005659881715213747 -0.00034690196371229832 1.2356568571536139e-05
leaf_weight=20 27 26 24 20 22 21 35 20 24 28 21 34 32 32 20 21 20 32 26 38 23 30 30 22 1964 33 23 28 24 401
leaf_count=20 27 26 24 20 22 21 35 20 24 28 21 34 32 32 20 21 20 32 26 38 23 30 30 22 1964 33 23 28 24 401
internal_value=0 0.000169785 -2.93306e-06 -6.9422e-07 -2.45635e-06 -0.000220812 5.4485e-07 -3.04347e-06 -0.000195458 6.51391e-09 -2.47261e-06 -5.52039e-07 -3.77289e-06 8.76112e-07 0.00033835 -8.26883e-06 -0.000124885 -0.000125764 2.2335e-06 -0.00025578 -1.03269e-06 1.40049e-06 4.96817e-05 -1.12171e-05 -5.69952e-06 -0.000229744 1.93749e-05 0.000180333 -1.96362e-05 -1.17538e-05
internal_weight=0 53 3068 3044 3024 41 2983 2948 46 2902 2882 2861 2833 2729 72 2657 52 104 2636 72 2610 2587 536 2051 2029 65 506 82 54 424
internal_count=3121 53 3068 3044 3024 41 2983 2948 46 2902 2882 2861 2833 2729 72 2657 52 104 2636 72 2610 2587 536 2051 2029 65 506 82 54 424
is_linear=0
shrinkage=0.1


Tree=2174
num_leaves=31
num_cat=0
split_feature=132 393 2 50 393 1176 401 2 133 1213 1210 16 13 1208 13 399 1209 42 403 0 1213 403 43 1213 15 483 13 484 12 0
split_gain=0.000140611 0.0002846 0.000482229 0.0002342 0.000259877 0.000189732 0.0001717 0.000660663 0.000474178 0.000420862 0.000236809 0.000893318 0.000434618 0.000390254 0.000155985 0.000304868 0.000154933 0.000427009 0.000243919 0.00221323 0.000212941 0.000812042 0.000622558 0.0005277 0.000451355 0.000194455 0.000638976 0.000707912 0.000503055 0.000457122
threshold=-0.083174999999999985 0.098330000000000015 0.088055000000000008 0.09227500000000001 0.10389500000000002 0.086510000000000017 -0.06959499999999999 0.097385000000000013 0.51114000000000004 -1.0000000180025095e-35 0.0028200000000000005 -0.073404999999999984 -0.061684999999999997 0.098655000000000007 0.054800000000000008 0.083635000000000015 -0.087714999999999987 0.087405000000000024 -0.52800499999999995 -0.086234999999999992 0.060985000000000004 -0.048229999999999988 0.25787500000000008 0.14530000000000001 0.040760000000000005 0.098395000000000024 -0.074044999999999986 -0.035214999999999989 0.23631000000000002 -0.076234999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 4 14 6 7 9 10 -2 13 12 -12 16 15 -1 17 -8 19 -18 25 23 -23 24 -22 28 29 -28 -20 -27
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leaf_value=0.00035396084240346681 0.0001928920969546128 0.00058736891713289719 -9.1091961949132396e-05 -0.00033165146915933061 -0.00031676105344169111 0.00030899781333573631 -0.00013851984345819801 0.00062675541405388645 -0.00037559778968844672 -0.00032071071888182178 0.00025936968205232089 0.0007448359750560486 -0.0003623363692104645 -0.00039767208363628015 -0.00018490686343284324 -1.8168710402746513e-05 0.0004342461167442917 0.0005071133547019036 -8.3656151735056049e-06 -0.00087054562407222241 -0.00019565063383197414 0.00082998466627348373 6.7123884800821546e-05 -0.00044540183508070185 0.00047617923992220317 6.2901154170200857e-05 9.7073663512544181e-05 0.00083148585122433448 -0.00051211188358138318 -0.00046494971582519825
leaf_weight=28 39 22 20 31 28 20 20 21 34 27 22 20 23 25 32 103 26 21 2253 26 20 23 20 25 20 75 35 21 20 21
leaf_count=28 39 22 20 31 28 20 20 21 34 27 22 20 23 25 32 103 26 21 2253 26 20 23 20 25 20 75 35 21 20 21
internal_value=0 5.87375e-06 0.000264292 -7.67027e-05 -3.53236e-05 2.0748e-06 -8.89116e-08 0.000138224 -4.46462e-06 -1.72181e-05 1.81376e-07 0.000188756 -5.83912e-05 -4.44229e-06 1.30215e-05 6.13704e-05 -6.98666e-07 0.00019217 -3.75771e-06 -0.00021815 6.43548e-07 0.000138034 0.000475166 -8.49919e-05 0.000140264 -5.47528e-06 0.000104029 0.000372478 -1.27981e-05 -5.25662e-05
internal_weight=0 2899 42 222 191 2857 2837 87 2750 66 2716 65 45 2651 163 131 2626 41 2585 52 2533 108 43 65 40 2425 152 56 2273 96
internal_count=3121 2899 42 222 191 2857 2837 87 2750 66 2716 65 45 2651 163 131 2626 41 2585 52 2533 108 43 65 40 2425 152 56 2273 96
is_linear=0
shrinkage=0.1


Tree=2175
num_leaves=31
num_cat=0
split_feature=33 401 401 401 403 402 1211 1211 1204 400 400 133 399 399 130 12 399 10 9 9 52 13 4 13 13 13 1 12 12 43
split_gain=0.00013684 0.000136098 0.000123185 0.000214334 0.000666424 0.00034891 0.000136194 0.00021274 0.000121623 0.000328946 0.000309614 0.000314021 0.000146394 0.000226816 0.000133525 0.000303248 0.000147724 0.000135302 0.000515394 0.000505816 0.000326293 0.000617663 0.000198614 0.000194314 0.00119277 0.000358873 0.000199662 0.000192316 0.00109301 0.000627923
threshold=-0.018454999999999996 -0.47313999999999995 -0.46360499999999999 -0.06959499999999999 -0.069569999999999979 -0.43418999999999991 0.11541000000000001 0.10809000000000001 0.058775000000000008 0.12955000000000003 0.10782000000000001 -0.54084999999999994 0.091895000000000018 0.088015000000000024 -0.22699999999999995 0.23631000000000002 -0.065739999999999979 -0.086389999999999981 0.092235000000000011 0.037245000000000007 -0.075329999999999994 -0.11122999999999998 0.62736500000000006 -0.17933499999999997 -0.40078499999999995 -0.42195999999999995 0.13075500000000004 0.097145000000000023 0.096525000000000014 -0.064334999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 8 9 10 11 -7 13 14 -13 16 -16 20 19 22 -18 -22 23 24 25 26 -19 28 -25 -29
right_child=1 2 3 5 -6 6 -8 -9 -10 -11 -12 12 -14 -15 15 -17 17 18 -20 -21 21 -23 -24 27 -26 -27 -28 29 -30 -31
leaf_value=0.00023301805682422128 0.000258136399788782 -0.00023413324581823597 0.00059471518666807401 -0.00033358977216266797 -0.00015856199509016735 0.00039511103241238746 0.00021037613119309149 -0.00032880886275961531 -0.00024134213417710272 0.00040433633781503889 -0.00037633107620587748 -0.00023877117158311499 -0.00024845747211657001 0.00023021690432783331 0.00022803337638766541 0.00038609818060649561 0.00015919078141450884 -0.00020005699689770769 0.00038949723728530283 -0.00046515834377108454 6.4216886564211635e-05 -0.00062507622340210499 0.00026094112556945348 2.7881959948420358e-06 -0.00068993238543545643 0.0003975075828334825 0.00014307729278308608 7.5524190320852167e-05 0.00064326033289371822 -0.00018848519230694016
leaf_weight=25 20 23 23 32 24 20 30 20 21 20 22 24 24 42 27 20 25 43 33 24 26 26 28 2030 29 22 28 166 27 197
leaf_count=25 20 23 23 32 24 20 30 20 21 20 22 24 24 42 27 20 25 43 33 24 26 26 28 2030 29 22 28 166 27 197
internal_value=0 -1.8816e-06 -3.57223e-06 -1.83528e-06 0.000210063 -5.14839e-06 -1.61439e-06 -3.77462e-06 -1.5514e-06 1.83217e-07 -2.62048e-06 2.53211e-07 -2.5265e-06 -4.31241e-07 -3.92213e-06 -1.87329e-06 -4.71453e-06 -7.03856e-06 -3.20887e-06 -8.20474e-06 -0.000137696 -0.00028043 -3.93747e-06 -6.8551e-06 -0.000129993 4.46116e-05 -6.47364e-05 -6.47314e-07 1.1195e-05 -6.77536e-05
internal_weight=0 3096 3076 3053 47 3006 2974 2944 2924 2903 2883 2861 2841 2817 2775 2751 2731 2704 2627 2594 77 52 2570 2542 122 93 71 2420 2057 363
internal_count=3121 3096 3076 3053 47 3006 2974 2944 2924 2903 2883 2861 2841 2817 2775 2751 2731 2704 2627 2594 77 52 2570 2542 122 93 71 2420 2057 363
is_linear=0
shrinkage=0.1


Tree=2176
num_leaves=31
num_cat=0
split_feature=401 402 401 402 130 40 120 33 12 0 9 13 401 401 401 402 3 0 0 12 12 160 12 4 133 4 4 12 1429 4
split_gain=0.000112807 0.00013763 0.00108155 0.000246649 0.000114007 0.000251591 0.000349229 0.000182108 0.000137044 0.000466181 0.000375318 0.00106917 0.000203833 0.000212001 0.000258251 0.000429876 0.000174858 0.000645283 0.000408987 0.000369431 0.00160682 0.000757174 0.000595282 0.00071524 0.000637875 0.000696906 0.000573931 0.000542872 0.000542851 0.000675123
threshold=-0.47144999999999992 -0.45015499999999992 -1.0000000180025095e-35 -0.42072999999999994 -0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.012019999999999998 0.12757000000000002 -0.04917499999999999 0.091600000000000015 -0.0021749999999999994 0.13729500000000003 0.12828500000000001 0.11769000000000002 0.22872000000000001 -0.094299999999999981 0.10455500000000001 0.051010000000000007 0.089300000000000004 0.090545000000000014 0.10455000000000002 0.087075000000000014 -0.04890499999999999 0.081415000000000015 -0.08484499999999999 -0.081984999999999988 0.09202500000000001 -0.0091699999999999993 -0.50052499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 7 -7 10 -10 12 -12 13 14 15 16 19 18 -18 22 -21 27 24 -24 26 -26 -9 -22 -29 -30
right_child=1 3 -4 4 5 6 -8 8 9 -11 11 -13 -14 -15 -16 -17 17 -19 -20 20 21 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.00020351654923245037 -0.0006370415422134101 0.0003346015349300367 0.00027575289282982275 0.00022034088741866467 -0.0003566423778829631 -0.00026244404669139638 0.00037140463059768083 -0.00026048933367876868 9.7694450505514407e-05 -0.00047863357746246045 -0.00012872413693306348 0.00083593941002618527 0.0003072283635403784 -0.00032202437023876149 0.00031685918182483878 -0.00044626948921094563 -1.1736374342141704e-05 -0.00043422954331617802 0.000421593734856949 0.00095058349215833011 0.0005156560551830777 -0.00051593974141204469 -0.00077354802911444999 -5.425314992424791e-06 0.00081181738518353085 -1.2993691017895583e-05 0.00014896351203788074 -0.00039339489082218889 0.0006453389975441886 3.8669854382470512e-05
leaf_weight=27 25 22 27 23 20 27 25 70 32 25 27 20 21 21 25 22 2185 36 22 22 29 21 22 27 20 21 67 24 21 145
leaf_count=27 25 22 27 23 20 27 25 70 32 25 27 20 21 21 25 22 2185 36 22 22 29 21 22 27 20 21 67 24 21 145
internal_value=0 -1.776e-06 -0.000163091 9.81515e-07 -1.44883e-06 -3.15092e-06 -7.76103e-07 -3.92804e-06 -1.54174e-06 -0.000155081 1.50977e-06 0.000281771 -3.15959e-06 -5.4875e-06 -3.09553e-06 -5.99999e-06 -2.45463e-06 -1.42671e-05 -7.41682e-06 5.17283e-05 0.000132633 5.76544e-05 -4.16509e-05 -0.000350297 4.33134e-05 0.000389353 -6.0246e-05 0.000112657 5.11462e-05 0.000115417
internal_weight=0 3094 52 3042 3020 2997 2977 2952 2925 57 2868 47 2821 2800 2779 2754 2732 2243 2207 489 262 240 227 49 178 41 137 219 190 166
internal_count=3121 3094 52 3042 3020 2997 2977 2952 2925 57 2868 47 2821 2800 2779 2754 2732 2243 2207 489 262 240 227 49 178 41 137 219 190 166
is_linear=0
shrinkage=0.1


Tree=2177
num_leaves=31
num_cat=0
split_feature=33 9 1 120 40 34 9 43 2 15 123 11 2 11 475 475 11 11 43 472 0 2 4 13 12 13 41 133 1 52
split_gain=0.000137318 0.000157014 0.000271864 0.000151599 0.000348996 0.000150445 0.000155392 0.000852645 0.000198302 0.000611338 0.00018685 0.000162453 0.000265029 0.00025462 0.000323843 0.000366291 0.000463363 0.000720211 0.000240546 0.000220329 0.000250361 0.000491401 0.000422393 0.00027969 0.00114896 0.000466929 0.000552643 0.000803719 0.000318196 0.00051109
threshold=-0.018454999999999996 0.091905000000000014 0.13332000000000002 0.093680000000000013 -0.24134999999999998 -0.097449999999999981 -0.036024999999999995 -0.077319999999999986 -1.0000000180025095e-35 -0.077844999999999984 0.083855000000000013 0.096435000000000007 0.11093500000000002 0.092630000000000018 -0.49524999999999991 -0.24482499999999999 0.088065000000000018 0.085630000000000026 -0.53814999999999991 -0.096814999999999998 0.11070500000000001 0.10584500000000001 -0.50940999999999981 -0.17933499999999997 0.082480000000000012 -0.10278499999999999 0.075585000000000013 -0.093189999999999981 0.12811000000000003 -0.061194999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 10 9 -8 -7 13 -13 14 -10 -16 17 18 -17 -20 22 -22 -21 24 28 26 27 -25 29 -24
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leaf_value=0.00023342529262299649 0.00040927744065854881 -0.00040332382604202181 4.9725523287499401e-05 -0.0002546755855133676 0.00027354189180186947 0.00031010950886411597 0.00059923228829921718 -0.0006840017995619704 0.00038961726185377866 -0.00016380526871043481 -7.7248245978615057e-05 0.00042527681672135779 -5.478585068055469e-05 -0.00035111431110029421 -0.0004309732895490015 0.00029704287881031637 0.00047811499956878833 -0.00052877894195262347 0.0003277332398283761 -0.00035046477502570874 0.00042113928180984473 -0.00013096273261388499 -0.00011557420615905099 6.6671276605726834e-05 -0.00084688912123965566 -6.7326637857966762e-06 -4.135966522881063e-05 0.00090345686555586078 -0.00020418612448136429 0.00053704201002671779
leaf_weight=25 21 26 27 23 20 20 21 21 21 21 33 23 23 21 20 27 20 26 20 36 38 28 28 24 20 2360 40 22 45 21
leaf_count=25 21 26 27 23 20 20 21 21 21 21 33 23 23 21 20 27 20 26 20 36 38 28 28 24 20 2360 40 22 45 21
internal_value=0 -1.88488e-06 -0.000172525 1.08717e-06 3.03503e-06 1.90385e-07 -1.64481e-06 -0.000144744 2.0004e-06 0.000217714 6.89245e-05 -1.16409e-06 0.000185245 -4.20806e-06 -1.60254e-06 -4.56312e-06 -1.46758e-06 -4.97459e-06 5.26991e-08 -2.93713e-06 -5.42151e-06 0.000186914 -1.03114e-05 -5.52799e-06 -0.000158635 1.6078e-06 0.000230486 0.000466873 -1.21976e-05 0.000164118
internal_weight=0 3096 53 3043 3020 2999 2979 74 2905 42 53 2863 46 2817 2796 2775 2755 2735 2709 2682 2662 66 2596 2560 114 2446 86 46 94 49
internal_count=3121 3096 53 3043 3020 2999 2979 74 2905 42 53 2863 46 2817 2796 2775 2755 2735 2709 2682 2662 66 2596 2560 114 2446 86 46 94 49
is_linear=0
shrinkage=0.1


Tree=2178
num_leaves=31
num_cat=0
split_feature=402 133 43 1210 33 9 3 120 40 48 4 48 4 48 48 0 48 1375 1373 43 1371 475 157 16 133 4 4 3 475 1429
split_gain=0.00011513 0.000484109 0.000355481 0.000211631 0.000112103 0.000125833 0.000259857 0.000121987 0.000283891 0.0001307 0.000542262 0.000722911 0.000387447 0.000216336 0.000231693 0.0002506 0.000423177 0.000279065 0.000186349 0.000432653 0.000359302 0.000186559 0.00126266 0.000909983 0.00209491 0.000878276 0.000948196 0.000443363 0.000379341 0.000300035
threshold=-0.45454999999999995 0.51314000000000015 0.05259500000000001 0.26755500000000004 -0.018454999999999996 0.091905000000000014 -0.13309499999999996 0.093680000000000013 -0.24134999999999998 0.12474000000000002 0.033845000000000007 0.14174500000000004 0.11275500000000001 0.11714000000000001 0.11270000000000001 -0.24955499999999997 0.10911000000000001 0.097315000000000026 0.081220000000000014 -0.083684999999999996 0.086910000000000015 -0.083344999999999989 -0.087184999999999985 -0.0087049999999999992 0.085520000000000013 -0.016959999999999999 -0.0082299999999999995 0.084940000000000015 -0.082239999999999994 0.094035000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 7 -7 8 -6 13 11 -11 -12 14 15 -10 17 18 20 -20 21 22 -17 24 -24 27 -27 29 -23 -25
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leaf_value=0.00049242220908733247 0.00021008276131033199 0.00017293942138825642 -0.00036729817677821431 -0.00031935052136846244 0.00036834971896106648 0.0001180619512784428 -0.0003346483768837061 -0.00022920802913849121 0.00025769613335897807 0.00079440716806510915 -0.00039991863183483177 -1.7105051412490076e-05 0.00016829994080277781 -0.00030992555320667834 0.00033716675738105551 0.00072057044038687044 -0.00045504868474035036 0.00033506982532950739 -0.00055794373398384786 5.1026889039868758e-05 0.00037341299769468609 -0.00042028466407867637 0.00012865391541066963 -0.00023012708014193031 -0.0011416706700055372 0.00097234684286550397 0.00010206419002873104 0.00037261042159354393 -1.2180397434167955e-05 0.00020704349968582393
leaf_weight=24 25 29 21 21 21 21 32 23 36 21 24 23 24 23 20 27 21 24 20 28 25 23 34 73 21 21 31 21 2344 20
leaf_count=24 25 29 21 21 21 21 32 23 36 21 24 23 24 23 20 27 21 24 20 28 25 23 34 73 21 21 31 21 2344 20
internal_value=0 0.000123245 -5.39604e-05 -2.99314e-06 -7.97664e-07 -2.55441e-06 -0.000155273 1.91197e-07 1.99502e-06 -6.5424e-07 0.000116634 0.000370208 -0.000115809 -4.49154e-06 -1.97272e-06 -4.42226e-06 -7.87497e-06 -4.41235e-06 -7.44344e-06 -0.000202711 -3.89312e-06 -7.50025e-06 7.50171e-05 -3.85143e-06 -0.000356379 0.00011295 0.000453524 -4.23999e-05 -1.61459e-05 -0.000136112
internal_weight=0 74 50 3047 3026 3001 53 2948 2925 2904 92 44 48 2812 2789 2769 2733 2712 2688 48 2640 2615 248 221 55 166 52 114 2367 93
internal_count=3121 74 50 3047 3026 3001 53 2948 2925 2904 92 44 48 2812 2789 2769 2733 2712 2688 48 2640 2615 248 221 55 166 52 114 2367 93
is_linear=0
shrinkage=0.1


Tree=2179
num_leaves=31
num_cat=0
split_feature=44 45 1456 1456 160 1456 154 157 471 11 11 52 1425 0 150 447 483 14 475 12 1429 49 151 2 475 133 1429 1429 474 474
split_gain=0.000120303 0.000381905 0.00018057 0.000169609 0.000369393 0.000238363 0.000205834 0.000304589 0.000209339 0.000202867 0.000766168 0.000544934 0.000458572 0.000152308 0.000915071 0.000189404 0.000352432 0.000177385 0.000190244 0.00160422 0.00252612 0.00174052 0.000580097 0.000416701 0.000239726 0.000253395 0.000216516 0.000921028 0.000244233 0.00130177
threshold=0.10049500000000001 0.084355000000000013 0.12676500000000004 0.10620000000000002 -0.061914999999999991 0.094080000000000011 0.084190000000000001 0.63604500000000008 -0.085064999999999988 0.095720000000000013 0.090070000000000025 -0.090859999999999982 0.097335000000000019 -0.24955499999999997 1.0000000180025095e-35 0.094580000000000011 -0.47181499999999993 0.091685000000000016 -0.085719999999999977 0.083875000000000019 0.083725000000000008 0.08610000000000001 -0.5225749999999999 0.087815000000000018 -0.084049999999999986 0.085815000000000016 0.057970000000000008 0.08759500000000002 0.088820000000000024 0.086630000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 -1 10 12 -11 13 14 -10 16 -15 18 19 20 -18 23 -20 -21 25 -24 28 -28 29 -26
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 11 -12 -13 -14 15 -16 -17 17 -19 22 21 -22 -23 24 -25 26 -27 27 -29 -30 -31
leaf_value=0.00031618345861456228 -0.0001992871803425563 0.00042693317364902826 -0.00025844083036106357 0.00050030303620068092 -7.3992673727237471e-05 -0.0002868862752401238 0.00030594754736574197 -0.00038999202282866466 0.00067743564008196702 -0.00057793207194084648 0.00060487606450416412 5.3786292523404374e-05 -0.00047852632109425032 0.00039127188881494753 -0.00026770122571005711 -0.00029999909456819297 0.00022753877009646121 0.00023999351998403047 -0.00054696470780982056 -0.00010563630768207507 -0.0011967338993417798 0.0011813232741717781 -2.577159826884141e-05 0.0004529050797414543 -6.1439013357715496e-06 0.00039650236928234035 -0.00072575405146463627 1.7301325409578673e-05 -0.00017372373258695006 0.00080414507101522759
leaf_weight=21 30 21 27 21 24 29 22 20 20 22 21 36 20 23 21 21 33 30 20 34 20 21 27 22 2291 30 22 69 83 20
leaf_count=21 30 21 27 21 24 29 22 20 20 22 21 36 20 23 21 21 33 30 20 34 20 21 27 22 2291 30 22 69 83 20
internal_value=0 1.93419e-06 -9.72965e-07 1.3115e-06 0.000194012 -1.58093e-06 1.20581e-06 -1.06915e-06 1.58834e-06 -6.85064e-07 3.08546e-06 -0.000185831 -1.38486e-06 2.0148e-06 0.000193341 -8.21206e-07 1.46759e-06 -1.82613e-06 -4.521e-06 0.000113494 -0.000309923 0.000404936 -1.05093e-05 0.000113791 -6.28852e-06 0.000196478 -1.09395e-05 -0.000162338 -5.18456e-06 8.68552e-07
internal_weight=0 3091 3070 3043 45 2998 2969 2947 2927 2906 2848 58 2827 2807 41 2766 2745 2722 2692 130 53 77 2562 56 2542 57 2485 91 2394 2311
internal_count=3121 3091 3070 3043 45 2998 2969 2947 2927 2906 2848 58 2827 2807 41 2766 2745 2722 2692 130 53 77 2562 56 2542 57 2485 91 2394 2311
is_linear=0
shrinkage=0.1


Tree=2180
num_leaves=31
num_cat=0
split_feature=1209 15 132 1204 15 15 1209 50 402 160 133 12 13 131 133 2 16 42 0 1213 2 402 3 484 1456 154 474 1455 1455 4
split_gain=0.000113673 0.000128443 0.00141211 0.00334443 0.000471642 0.000290055 0.000242063 0.000240882 0.000280023 0.000333399 0.000494668 0.000932485 0.00180048 0.00087317 0.000490984 0.00158461 0.000402703 0.000788776 0.000537576 0.000888594 0.00083562 0.000488033 0.000447825 0.000186255 0.000186922 0.000255801 0.000347213 0.000231461 0.000413252 0.000408803
threshold=-0.14444499999999996 0.09116500000000001 -0.083284999999999984 -1.0000000180025095e-35 0.091915000000000011 0.090455000000000021 -0.089214999999999989 0.11700000000000001 -0.45015499999999992 -0.04016999999999999 0.099660000000000012 0.090840000000000018 -0.081434999999999994 0.09055500000000001 0.10397500000000001 0.09358000000000001 -0.088909999999999989 0.086665000000000006 -0.076579999999999995 -0.082414999999999974 0.089320000000000024 0.024785000000000005 -0.064674999999999983 -0.50340999999999991 0.11510000000000002 0.084190000000000001 -0.45463999999999999 -0.097209999999999977 -0.08045999999999999 -0.018869999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 6 -2 8 -6 10 11 12 -10 -13 16 -16 17 -11 19 -18 -21 22 -20 -8 25 26 -25 29 -29 -28
right_child=1 2 3 4 7 -7 23 -9 9 14 -12 13 -14 -15 15 -17 18 -19 21 20 -22 -23 -24 24 -26 -27 27 28 -30 -31
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leaf_weight=20 23 33 20 38 31 34 22 31 22 26 26 22 21 21 27 32 21 22 25 28 35 22 23 21 29 20 20 31 2354 21
leaf_count=20 23 33 20 38 31 34 22 31 22 26 26 22 21 21 27 32 21 22 25 28 35 22 23 21 29 20 20 31 2354 21
internal_value=0 -1.53267e-06 4.34971e-05 1.10604e-06 5.46638e-05 -1.0731e-05 -6.84868e-06 2.51501e-05 4.53683e-06 2.8538e-05 -0.000115786 -2.32092e-07 -0.000329517 0.000329053 9.04702e-05 0.000344254 1.63454e-05 -0.000236559 9.51728e-05 0.000265729 0.00045351 -0.000109495 -0.000288254 -3.89885e-06 -1.34547e-06 -4.31251e-06 -7.22366e-06 -3.719e-06 3.30867e-07 -0.000239303
internal_weight=0 3101 526 493 473 2575 2541 435 404 373 112 86 43 43 261 59 202 48 154 84 63 70 48 2518 2496 2467 2447 2426 2385 41
internal_count=3121 3101 526 493 473 2575 2541 435 404 373 112 86 43 43 261 59 202 48 154 84 63 70 48 2518 2496 2467 2447 2426 2385 41
is_linear=0
shrinkage=0.1


Tree=2181
num_leaves=31
num_cat=0
split_feature=132 399 15 50 393 1 1176 133 0 0 403 52 401 403 133 403 1210 1212 13 1213 481 403 4 480 403 1213 2 483 0 12
split_gain=0.000136308 0.00045255 0.000270277 0.000190546 0.000157376 0.000243823 0.000165398 0.000148986 0.000220586 0.00023672 0.000156777 0.000178169 0.000143462 0.000572309 0.000407256 0.00031493 0.000212963 0.000157031 0.000436445 0.000144744 0.000167914 0.0011333 0.000933723 0.000589525 0.000362488 0.000202883 0.00160294 0.00022865 0.000573998 0.000542278
threshold=-0.083449999999999983 0.091580000000000009 0.092400000000000024 0.09227500000000001 0.092175000000000021 0.08801500000000001 0.086345000000000019 -0.45516499999999999 -0.09595999999999999 -0.087084999999999982 -0.084674999999999986 0.084505000000000011 -0.06959499999999999 -0.072624999999999981 0.51114000000000004 0.03138500000000001 0.258635 0.11660500000000001 -0.084034999999999985 0.11395000000000001 -0.087424999999999989 -0.5492149999999999 -0.050494999999999991 -0.039079999999999997 -0.5341999999999999 0.060985000000000004 0.085730000000000015 0.098395000000000024 -0.061629999999999997 0.23631000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 6 -6 12 -1 -9 -10 -11 -12 13 -2 16 -15 17 19 -19 20 22 -22 -14 -24 -23 27 -27 29 -29 -26
right_child=1 -3 -4 -5 5 -7 -8 8 9 10 11 -13 14 15 -16 -17 -18 18 -20 -21 21 24 23 -25 25 26 -28 28 -30 -31
leaf_value=0.00022164971708732017 0.00047260543543680182 0.00034853137776257146 -0.00038583013485185802 -0.00029964364111947364 5.6525881664128978e-05 -0.0004313446415056076 0.0002770986829339315 -0.00029587628884689403 0.00024304455899469115 -0.00023900302035282509 -0.00015352358484802689 0.00023596524964280738 -0.00057317743303428868 -0.00026754474674817175 -0.00034611241939915894 0.0002175751898270708 0.00031936964317407857 -0.0001174822922621388 0.00049211625364082667 -0.00019479776786353727 0.0005694322247706753 -0.00034912783060766139 0.00052237020149948959 -0.00011493455385789276 -7.1146503697748375e-06 0.00088320617505814884 -0.00021065412949758104 3.7839891606048827e-05 0.00061547752663955186 -0.0005301957202755147
leaf_weight=26 31 38 25 24 20 21 22 27 34 33 23 24 32 32 34 23 21 24 23 39 35 30 21 47 2191 21 37 123 20 20
leaf_count=26 31 38 25 24 20 21 22 27 34 33 23 24 32 32 34 23 21 24 23 39 35 30 21 47 2191 21 37 123 20 20
internal_value=0 5.69861e-06 -7.66409e-05 -3.61711e-05 1.15461e-06 -0.000193359 3.97665e-06 1.69324e-06 -3.88661e-05 2.20047e-05 -7.19372e-05 4.53643e-05 1.83375e-06 0.000128995 -2.18975e-06 -6.46764e-05 2.16695e-06 -3.34464e-07 0.000180832 -3.58936e-06 -6.9564e-07 4.43325e-06 -0.000127738 8.18802e-05 -3.6646e-06 6.32202e-07 0.000185399 -3.92024e-06 0.000118628 -1.18463e-05
internal_weight=0 2905 216 191 2867 41 2826 167 141 114 80 47 2804 86 2718 55 2684 2663 47 2616 2577 2477 100 68 2442 2412 58 2354 143 2211
internal_count=3121 2905 216 191 2867 41 2826 167 141 114 80 47 2804 86 2718 55 2684 2663 47 2616 2577 2477 100 68 2442 2412 58 2354 143 2211
is_linear=0
shrinkage=0.1


Tree=2182
num_leaves=31
num_cat=0
split_feature=1203 132 4 1185 402 15 1210 132 132 132 484 49 51 484 49 484 15 2 42 52 13 3 157 0 1447 1447 481 160 403 16
split_gain=0.000112557 0.00418811 0.00227559 0.000155504 0.00013034 0.000424377 0.000213949 0.000118792 0.000361384 0.000277838 0.000124294 0.00235576 0.00103569 0.000671992 0.00265499 0.000892221 0.000338889 0.000818045 0.000630125 0.000459248 0.000410328 0.000297977 0.000223127 0.000362051 0.000221527 0.00171824 0.000949371 0.00102024 0.00087373 0.0011583
threshold=0.089165000000000008 -0.083284999999999984 -0.079764999999999989 -0.091084999999999985 -0.45454999999999995 0.095175000000000023 0.26755500000000004 -0.44750499999999993 -0.41127499999999995 -0.26056499999999994 0.091180000000000011 0.11236 -0.083574999999999997 0.085790000000000019 0.055245000000000009 0.085435000000000025 -0.56020999999999987 0.11411 0.08623500000000002 -0.0087299999999999982 -0.087184999999999985 -0.083784999999999984 -0.0045449999999999996 -0.080434999999999993 -0.086279999999999982 -0.085684999999999997 -0.086354999999999987 -0.090764999999999985 -0.54856499999999986 -0.078464999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 7 -6 -9 -10 13 12 -12 15 22 24 -14 18 20 -20 -18 -22 23 -15 26 -26 -11 -28 29 -27
right_child=1 2 -4 4 6 -7 -8 8 9 10 11 -13 16 14 -16 -17 17 -19 19 -21 21 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=-0.00026799999256829984 0.001258210813039509 -0.0011998641733953264 0.0001179497244026463 -0.00010973992437357083 -0.00018789785219055108 0.00038631181565399272 -0.00032239616460477314 0.0004237240989459679 -0.00033474751887843017 -0.00067981877364218244 -0.00070863307891635323 0.00098601256968686374 -0.00032199279648130355 -8.5195189561037467e-05 -0.0012907453635125422 0.0006693342834478244 0.00013011910539882426 0.00068550354102626444 0.00060421379818026682 3.3694995583446568e-05 -0.00011856215860461816 -0.00064633494855471604 -0.00024794777273200451 0.00045100561561412184 0.00090523304035221893 7.1400080501007323e-05 -0.00029780815448014975 0.00047787103768617573 4.5955136008650922e-06 -0.0010048427438596264
leaf_weight=22 23 20 38 35 34 34 21 20 25 25 21 25 23 34 20 20 22 20 21 43 20 23 25 20 21 20 39 30 2357 20
leaf_count=22 23 20 38 35 34 34 21 20 25 25 21 25 23 34 20 20 22 20 21 43 20 23 25 20 21 20 39 30 2357 20
internal_value=0 0.000116341 -0.000336469 -3.09989e-06 -1.16888e-06 0.000134691 -4.3477e-06 -2.06662e-06 1.16609e-07 -2.83125e-06 8.13176e-08 7.26436e-05 -4.56684e-05 -5.93106e-06 -0.000261516 4.0622e-06 3.52749e-05 9.04236e-05 -1.83684e-06 0.000220896 -0.000221143 -0.000400859 -9.52132e-07 0.000113398 -1.23455e-06 4.62062e-06 -0.00015185 3.94437e-05 -3.2696e-06 -0.000466721
internal_weight=0 81 58 3040 3018 69 2949 2928 2894 2874 2849 218 193 2631 99 2532 172 149 129 64 65 43 79 54 2512 2418 94 69 2397 40
internal_count=3121 81 58 3040 3018 69 2949 2928 2894 2874 2849 218 193 2631 99 2532 172 149 129 64 65 43 79 54 2512 2418 94 69 2397 40
is_linear=0
shrinkage=0.1


Tree=2183
num_leaves=31
num_cat=0
split_feature=151 132 1203 1203 1203 51 376 160 52 160 51 130 130 50 42 12 42 2 1 12 52 43 159 43 1209 3 401 4 1186 0
split_gain=0.000141633 0.000130676 0.000465042 0.000530417 0.000393134 0.000132853 0.000368027 0.000377614 0.00139434 0.000508016 0.00036618 0.000248353 0.000684277 0.000246056 0.000281123 0.000732101 0.000458022 0.000365765 0.000580219 0.000355083 0.000269256 0.000449832 0.000285732 0.000228216 0.000467877 0.00235092 0.000388263 0.000309744 0.000300184 0.000296441
threshold=-0.5666199999999999 -0.083449999999999983 0.089165000000000008 0.10250500000000001 0.089480000000000018 0.082455000000000014 0.083705000000000016 0.081905000000000019 -0.080114999999999978 0.05259500000000001 0.067785000000000012 -0.22562499999999999 -0.093639999999999987 0.10917 0.090690000000000007 0.096075000000000008 0.086375000000000021 0.090675000000000019 0.10337500000000001 0.084795000000000023 0.14295500000000003 -0.025214999999999998 -0.39962499999999995 -0.14169499999999999 -0.087714999999999987 -0.081644999999999981 0.091320000000000026 0.10637500000000001 -0.090804999999999983 -0.094654999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 5 -4 -2 10 7 9 -9 13 11 -3 -13 14 16 -16 17 19 -19 -7 -15 22 -22 26 25 -25 27 29 -26 -14
right_child=1 2 3 -5 -6 6 -8 8 -10 -11 -12 12 23 20 15 -17 -18 18 -20 -21 21 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.00025882498150513997 -3.3679920225226017e-05 -0.00033426856705615218 0.000670570561090823 5.0526297717304847e-05 -0.00049910979701962789 -0.00043914134788792581 0.00036985035800502045 -0.0006398466154288534 0.00022958276527694976 0.00055679046377917992 -0.00039985536604945085 0.00049645656685310389 0.00034776572138071063 0.00012636001549253708 -0.00039249524675142314 0.0003787583283701679 0.00057425062574717846 0.00051630283060886376 -4.7601388804549869e-05 0.00010856685041979854 0.00023991724776114217 -0.00052969912787655354 -0.00025854261602153598 0.001087342728195446 0.00036899519202831599 -0.00037608583958859999 -0.00048976277497179879 -0.00035269162025845921 -1.1014907579354411e-05 -5.900294419886644e-05
leaf_weight=21 196 23 22 37 20 20 33 35 39 20 24 27 21 40 32 20 24 37 36 29 23 26 23 21 21 23 24 30 2052 122
leaf_count=21 196 23 22 37 20 20 33 35 39 20 24 27 21 40 32 20 24 37 36 29 23 26 23 21 21 23 24 30 2052 122
internal_value=0 -1.75333e-06 3.86552e-06 0.000281729 -7.67753e-05 -1.93765e-06 4.87559e-05 2.25278e-05 -0.000181634 6.83095e-05 -1.12145e-05 -7.26889e-06 -4.05616e-06 3.67946e-05 0.000103801 -9.58593e-05 0.000174912 9.63538e-05 0.000238213 -0.000114988 -8.16621e-05 -0.00019723 -9.31268e-06 -9.8962e-06 -3.16234e-07 0.000322369 -0.000112844 -6.05551e-05 -7.16531e-06 7.32314e-07
internal_weight=0 3100 2884 59 216 2825 437 404 74 330 2388 2364 2341 310 198 52 146 122 73 49 112 72 46 2314 2117 44 197 173 2073 143
internal_count=3121 3100 2884 59 216 2825 437 404 74 330 2388 2364 2341 310 198 52 146 122 73 49 112 72 46 2314 2117 44 197 173 2073 143
is_linear=0
shrinkage=0.1


Tree=2184
num_leaves=31
num_cat=0
split_feature=151 49 150 44 0 448 14 481 484 3 133 1447 3 43 1447 160 160 484 3 159 43 52 3 0 484 159 43 16 2 2
split_gain=0.000114722 0.000115607 0.000193414 0.000127792 0.000378599 0.000354783 0.00017556 0.000221918 0.00127281 0.00219756 0.00092524 0.000231676 0.00135401 0.00053857 0.000328101 0.000177792 0.000635032 0.000397375 0.000489784 0.000686182 0.000826284 0.000744744 0.000567851 0.000374297 0.000317609 0.000262707 0.000234159 0.000230576 0.000622094 0.000228983
threshold=-0.5666199999999999 0.51130000000000009 -0.14718999999999996 0.10049500000000001 -0.26609999999999995 1.0000000180025095e-35 0.10189000000000002 -0.086484999999999992 -0.081614999999999979 -0.071329999999999991 0.087285000000000015 -0.085709999999999995 -0.085709999999999995 -0.072269999999999987 -0.084334999999999979 -0.089549999999999991 -0.087694999999999981 -0.084519999999999984 -0.084074999999999997 0.11084000000000001 -0.081289999999999987 0.26391000000000003 -0.087909999999999988 -0.097734999999999989 0.08660000000000001 -0.46267499999999995 -0.08076499999999999 -0.021269999999999997 0.092635000000000009 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 10 -10 -6 12 -9 -14 -13 17 -17 -16 22 20 21 -20 26 24 -22 -25 -19 28 -27 -18
right_child=1 -3 3 -5 5 -7 -8 11 9 -11 -12 14 13 -15 15 16 29 18 19 -21 23 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=0.0002329423898897533 0.00031002019597508478 -0.0002299980726093054 0.00042311871403788773 -0.00021462777856088777 0.00013114976280489149 0.0004168158894754015 -0.00027514389579058238 -0.00074613510223571218 0.0012292219115846346 -0.00020404073926329148 -0.00063198598703214281 0.00032510696900620441 -0.00011822999678605068 0.00048774598253658046 0.00049062793375924234 -0.0004909113353668155 -2.8045385240357687e-05 0.00016426806832896547 0.00086391532806576123 -0.00042713154610034753 0.00057422287098320558 0.00016490540107562475 -0.00049513333466496667 0.00023624652720592655 3.0522705161605374e-05 0.000273785461553676 -0.00022586456290446221 -0.00032260912121273577 -0.00036507761429270937 4.8765711008536903e-05
leaf_weight=21 20 22 21 28 47 20 24 28 23 20 24 30 44 22 20 28 1838 40 27 22 21 35 33 26 22 35 25 36 27 492
leaf_count=21 20 22 21 28 47 20 24 28 23 20 24 30 44 22 20 28 1838 40 27 22 21 35 33 26 22 35 25 36 27 492
internal_value=0 -1.57799e-06 5.46436e-08 -1.9726e-06 -7.46969e-09 -2.96049e-06 -5.7693e-06 -3.58887e-06 0.000133225 0.000562588 -0.000126812 -9.05951e-06 -0.000163441 8.3762e-05 -3.79585e-06 -7.41414e-06 -1.75149e-05 5.71323e-05 3.22902e-05 0.000106313 0.000157561 0.000469313 -0.000157299 4.18207e-05 0.000296051 -4.63397e-05 1.42171e-05 -0.000121312 -4.4291e-06 -1.1826e-05
internal_weight=0 3100 3078 3058 3030 3009 2989 2965 114 43 71 2851 94 66 2757 2727 2358 369 349 251 229 62 98 167 43 124 65 98 62 2330
internal_count=3121 3100 3078 3058 3030 3009 2989 2965 114 43 71 2851 94 66 2757 2727 2358 369 349 251 229 62 98 167 43 124 65 98 62 2330
is_linear=0
shrinkage=0.1


Tree=2185
num_leaves=31
num_cat=0
split_feature=33 33 11 51 11 2 4 11 1 14 2 2 12 52 475 157 52 52 0 151 454 475 0 1429 13 0 457 1455 1455 1456
split_gain=0.000116253 0.000301129 0.000129672 0.000228538 0.000206178 0.00102314 0.000972539 0.000242202 0.000329717 0.000302934 0.000412679 0.000910114 0.000273375 0.00038379 0.000195964 0.00098647 0.00103251 0.000458686 0.000558592 0.000423412 0.000245987 0.00024078 0.000353921 0.000273793 0.000986566 0.000328774 0.000267136 0.000220736 0.000288811 0.000614392
threshold=0.093560000000000018 0.085305000000000006 0.096435000000000007 -1.0000000180025095e-35 0.086080000000000018 0.11093500000000002 -0.50052499999999989 0.076160000000000019 0.078340000000000007 0.083150000000000016 -0.080614999999999978 -0.14451499999999998 0.092465000000000006 0.0046550000000000003 -0.085719999999999977 -0.086394999999999986 -0.026204999999999996 -0.54663499999999987 -0.085804999999999979 -0.52488999999999986 0.087240000000000012 -0.083449999999999983 -0.085544999999999982 0.057970000000000008 -0.082759999999999986 -0.066689999999999985 -1.0000000180025095e-35 -0.24112999999999998 -0.091604999999999978 -0.089834999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 6 -6 9 -9 10 11 -1 13 -10 15 -12 17 -17 -19 -16 21 22 -21 27 -25 -26 -24 -23 29 -29
right_child=-2 -3 3 -5 5 -7 -8 8 12 -11 14 -13 -14 -15 19 16 -18 18 -20 20 -22 23 26 24 25 -27 -28 28 -30 -31
leaf_value=-2.5638546839428066e-05 0.00021477557090111076 -0.0003545765751065725 -0.00011937660331438696 0.00028980219541177251 8.5852037300355734e-05 0.00030556257549725505 -0.00082716769902617675 0.00050069913241631268 0.00019548824910254389 -0.00031361560877778702 0.000666184845445409 0.00079090918048417991 0.00032488962703306851 -0.00040217963036238443 -0.00040511673841036916 -0.00017070648803686102 -0.00049869652430061255 -9.614190879801754e-05 0.00055980551020380718 0.00049565942811212796 0.00033380936090560728 0.00031444582619726485 -0.00025600205080991147 -0.00067866560493712313 0.00020728362851514249 -0.00027400208107957786 0.00025465973719422311 -0.00067097491817548873 -6.5934524855231639e-06 0.00010346944798671064
leaf_weight=39 25 24 21 39 20 29 28 22 22 31 26 21 24 21 27 27 32 20 37 23 21 21 20 28 40 22 21 20 2349 21
leaf_count=39 25 24 21 39 20 29 28 22 22 31 26 21 24 21 27 27 32 20 37 23 21 21 20 28 40 22 21 20 2349 21
internal_value=0 -1.7343e-06 1.02228e-06 0.00014659 -1.87747e-06 -0.000163407 -0.000446743 2.36027e-06 0.000164806 -2.71971e-06 7.0401e-07 0.000260153 5.45122e-05 -9.63961e-05 -4.94643e-06 0.000109461 -1.53224e-05 0.00016882 0.000329649 -1.11637e-05 -7.05053e-06 -9.84119e-06 0.000181687 -1.47424e-05 -0.000185993 3.65048e-05 5.55643e-06 -8.34977e-06 -1.11861e-05 -0.000274308
internal_weight=0 3096 3072 60 3012 77 48 2935 89 2846 2815 60 67 43 2755 142 116 84 57 2613 2586 2565 64 2501 90 62 41 2411 2390 41
internal_count=3121 3096 3072 60 3012 77 48 2935 89 2846 2815 60 67 43 2755 142 116 84 57 2613 2586 2565 64 2501 90 62 41 2411 2390 41
is_linear=0
shrinkage=0.1


Tree=2186
num_leaves=31
num_cat=0
split_feature=33 9 2 374 120 40 13 13 43 1374 484 13 0 401 401 43 42 2 16 0 129 49 15 1375 1 1371 157 42 48 2
split_gain=0.00012865 0.000161831 0.000769793 0.000106815 0.000282018 0.000296758 0.00012586 0.000286234 0.000203375 0.00102299 0.000905004 0.00175145 0.000759409 0.000448844 0.000581701 0.000442908 0.000374627 0.00064636 0.00059699 0.000486602 0.000425873 0.00049109 0.000363719 0.000360825 0.00189099 0.000448149 0.000354386 0.000514797 0.000338547 0.000432837
threshold=-0.012019999999999998 0.091600000000000015 -0.15339499999999998 0.092550000000000007 0.090440000000000006 -0.24134999999999998 0.23855500000000004 0.25761500000000009 -0.085594999999999991 0.088035000000000016 0.090150000000000022 -0.080519999999999994 0.10455500000000001 0.11769000000000002 0.080710000000000018 -0.085254999999999984 0.087745000000000004 0.090425000000000019 -0.08231999999999999 -0.090644999999999989 0.090540000000000023 0.0021350000000000002 0.088990000000000014 -0.15308499999999997 0.090740000000000015 0.081810000000000008 -0.081579999999999986 -0.091214999999999977 0.084670000000000009 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 8 -8 9 10 12 -12 13 14 16 -10 18 -18 19 -7 21 22 26 24 -17 -25 -20 -28 29 -29
right_child=1 2 -4 -5 -6 6 7 -9 15 -11 11 -13 -14 -15 -16 23 17 -19 20 -21 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-0.00021338724621143359 0.00038362071383744476 -0.00012766290323766458 0.0006468294356420215 0.00020901331930266075 -0.00037705413593357661 -4.8658679386587922e-05 -0.00045078292838297791 -3.0317248362253477e-05 -0.00048013882420491435 0.00069502727383223832 -0.0010417891444707162 0.00018160413810983301 0.00067235834365419588 0.00050492121015849995 -0.00038291695518913034 -0.00091758800756550681 7.077759577301689e-06 0.0005538793991798082 0.00026551296909539294 -0.00062996592005220013 -0.00032667098378927529 0.00043820511342253156 0.00041492076795649429 -6.3284667381174673e-06 0.00039490766967425036 0.00045777185365468973 0.00024093324773275527 -0.00015289904498358203 6.4539047441660219e-05 -0.00073032230409028544
leaf_weight=28 20 33 21 24 20 36 20 85 20 24 22 25 20 20 33 23 52 37 35 24 24 39 23 2258 21 21 32 34 26 21
leaf_count=28 20 33 21 24 20 36 20 85 20 24 22 25 20 20 33 23 52 37 35 24 24 39 23 2258 21 21 32 34 26 21
internal_value=0 1.93173e-06 0.000173529 -1.11737e-06 -2.79006e-06 -2.90796e-07 -2.87171e-06 -0.000110406 1.06247e-06 5.71916e-05 2.67581e-05 -0.000391048 6.98215e-05 4.21822e-05 1.99351e-05 -1.15624e-05 5.46456e-05 0.0002344 2.30191e-07 -0.000281182 7.23871e-05 0.000117994 4.4963e-05 -7.52817e-06 -0.00029117 -2.05198e-06 -1.25304e-05 -9.86501e-05 -0.000232806 -0.00037337
internal_weight=0 3093 54 3039 3015 2995 2975 105 2870 527 503 47 456 436 416 2343 383 89 294 60 234 210 171 2323 44 2279 148 113 81 55
internal_count=3121 3093 54 3039 3015 2995 2975 105 2870 527 503 47 456 436 416 2343 383 89 294 60 234 210 171 2323 44 2279 148 113 81 55
is_linear=0
shrinkage=0.1


Tree=2187
num_leaves=31
num_cat=0
split_feature=151 16 3 16 48 49 3 160 1 2 1 13 447 51 14 159 51 14 1 0 49 1375 50 132 130 50 50 4 455 3
split_gain=0.000131832 0.000122634 0.000404198 0.00115852 0.000380196 0.000233351 0.000203804 0.000601845 0.00116798 0.00235204 0.000498578 0.000491028 0.000336704 0.000307507 0.000349145 0.000560525 0.000422088 0.000624123 0.000386352 0.000359517 0.000451971 0.000270392 0.000240213 0.00263485 0.00212441 0.000527981 0.000308119 0.000299494 0.000278154 0.000280124
threshold=-0.5666199999999999 -0.5335399999999999 -0.13309499999999996 -0.54165499999999989 -0.072824999999999987 -0.046979999999999987 0.0068900000000000012 0.010565000000000001 0.087325000000000014 0.10402500000000002 0.080000000000000016 -0.15416999999999995 0.088125000000000023 -0.20636999999999997 -0.40349999999999991 0.10407500000000001 -0.10316499999999999 -0.073394999999999974 0.13927000000000003 -0.14051499999999997 -0.009244999999999998 0.097315000000000026 0.096900000000000014 -0.083284999999999984 0.006490000000000001 0.094500000000000015 0.10022000000000002 -0.51843499999999987 0.090605000000000019 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 11 10 -9 -10 -8 -3 13 -12 -15 16 -16 -18 19 20 -19 22 25 -24 26 27 -25 -13 29 -29
right_child=1 6 3 -5 -6 -7 7 8 9 -11 12 21 -14 14 15 -17 17 18 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.00024970973144739959 -8.2919829236786994e-05 -0.00041044611437731265 -0.00032811539782588153 -0.0008708283177665658 0.00021617904906937234 0.00039435849059373142 0.00046527680533472451 -0.00079604381978490638 0.00065779042274698445 -0.00054543600170732 0.00044774847396183759 -0.00033812698758473356 -0.00031154352298472081 -0.00025958712816376376 -0.00036685040097588422 0.00044962585831984016 0.00054776385648158167 -0.00043472254241177805 -0.00030358251761451055 0.00029654973476105941 0.00019457250670529904 0.00034556176410247149 0.0011297265250256963 0.00042955353697338573 -0.00092751557265570309 -0.00044279406810628953 4.1090592052133733e-05 -3.3619034238293035e-06 0.00034480308148142125 -0.00015717698686150097
leaf_weight=21 21 30 21 21 33 20 39 22 32 33 25 28 20 27 22 42 26 21 30 49 25 22 22 22 23 29 284 1963 22 126
leaf_count=21 21 30 21 21 33 20 39 22 32 33 25 28 20 27 22 42 26 21 30 49 25 22 22 22 23 29 284 1963 22 126
internal_value=0 -1.69159e-06 -0.000102569 -0.000240585 4.50899e-06 0.000149899 2.22994e-06 6.74353e-05 -0.000166242 4.69216e-05 0.000129797 -8.24451e-06 8.42092e-05 0.000113854 7.93603e-05 0.000121926 4.23685e-05 0.00010199 9.26881e-06 0.000108064 -9.27144e-05 -3.49596e-06 -6.5445e-06 7.02024e-05 -6.47271e-07 -1.89698e-05 6.90193e-05 -1.32238e-05 -8.91428e-06 -1.26394e-05
internal_weight=0 3100 116 75 54 41 2984 413 87 65 326 2571 287 267 242 215 173 151 125 95 46 2541 2519 351 329 2168 306 2139 2111 2089
internal_count=3121 3100 116 75 54 41 2984 413 87 65 326 2571 287 267 242 215 173 151 125 95 46 2541 2519 351 329 2168 306 2139 2111 2089
is_linear=0
shrinkage=0.1


Tree=2188
num_leaves=31
num_cat=0
split_feature=132 50 393 393 13 13 400 16 2 403 128 38 44 158 2 1452 1455 42 15 1447 1447 4 1447 484 159 1456 160 158 52 479
split_gain=0.000131597 0.000285262 0.000263953 0.0002378 0.000142185 0.000517614 0.000183037 0.000164675 0.000224992 0.000190142 0.000133546 0.000210508 0.000137064 0.000308906 0.00060467 0.000191005 0.000152751 0.000598266 0.000562156 0.000162803 0.00143411 0.00104454 0.000801786 0.000580205 0.000235315 0.000165102 0.000253106 0.000243135 0.000807693 0.000190523
threshold=-0.083174999999999985 0.09227500000000001 0.12069000000000002 0.10389500000000002 0.0036400000000000004 0.056795000000000005 -0.089464999999999989 -0.069894999999999985 0.088225000000000012 -0.085994999999999988 0.11976500000000002 0.10914000000000001 0.099360000000000018 -0.47144999999999992 0.091545000000000015 0.107895 -0.092919999999999989 0.08623500000000002 0.088495000000000018 -0.086279999999999982 -0.085684999999999997 -0.085594999999999991 -0.084149999999999989 -0.081614999999999979 -0.10296999999999999 0.12034500000000002 0.51752500000000012 0.11399500000000001 0.0060650000000000009 0.10713500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 6 -6 -1 8 9 -8 11 12 13 14 -2 16 17 -15 -19 21 -21 -18 -22 -23 -25 26 27 29 -29 -24
right_child=2 -3 -4 -5 5 -7 7 -9 -10 -11 -12 -13 -14 15 -16 -17 19 18 -20 20 22 23 25 24 -26 -27 -28 28 -30 -31
leaf_value=0.00035107994946883994 -0.00010692798154195773 -0.00035557583483281519 0.00035892630749869916 -0.00029775349570887298 -0.00051271571661345668 0.00016981854569166901 -0.00014418265724088996 0.00020105153040882821 -0.0003085760577814654 0.00029187009669840336 0.00024310349775710758 -0.00030013866584656921 -0.00020216883476678051 -0.00026224065712250941 0.00067067749158013614 -0.00026778972891266817 -0.00076996803243673645 0.00076360791746992623 2.2816828069543199e-05 0.00082868085647489701 -0.00056463130656629807 0.00037515351000512323 6.135618835803105e-06 4.6742729318793868e-05 -0.00041072047404114802 -0.00023700146609501515 0.00035289025981910527 0.00012113122175474983 -0.00064129514084925181 0.00027829936891346453
leaf_weight=20 20 31 21 28 20 25 20 33 25 20 23 23 32 22 20 26 20 20 21 21 25 31 2397 22 23 28 21 33 24 26
leaf_count=20 20 31 21 28 20 25 20 33 25 20 23 23 32 22 20 26 20 20 21 21 25 31 2397 22 23 28 21 33 24 26
internal_value=0 -7.42034e-05 5.68236e-06 -2.85356e-05 1.77104e-05 -0.00013353 7.53868e-05 1.91229e-05 -7.32408e-05 7.38437e-05 3.10483e-06 1.17139e-06 3.61847e-06 5.97033e-06 0.000281875 1.97171e-06 4.53711e-06 0.000158445 0.000384178 9.06943e-07 5.67389e-06 -0.000126957 -1.09319e-06 4.22569e-05 -0.000187072 4.47757e-06 7.18105e-06 4.25367e-06 -0.00019989 9.05607e-06
internal_weight=0 222 2899 191 163 45 118 98 65 40 2878 2855 2832 2800 40 2760 2734 63 41 2671 2575 96 2554 76 45 2529 2501 2480 57 2423
internal_count=3121 222 2899 191 163 45 118 98 65 40 2878 2855 2832 2800 40 2760 2734 63 41 2671 2575 96 2554 76 45 2529 2501 2480 57 2423
is_linear=0
shrinkage=0.1


Tree=2189
num_leaves=31
num_cat=0
split_feature=132 1203 15 1203 50 393 133 43 51 2 43 2 43 3 43 15 3 42 401 43 10 52 10 1 4 1 1 34 123 9
split_gain=0.000107414 0.000392467 0.000520167 0.000299456 0.000147952 0.000142541 0.000136897 0.000141152 0.00115618 0.00029231 0.000410665 0.000321315 0.000289905 0.000937881 0.000497116 0.000374421 0.000657566 0.000285794 0.000258335 0.000330344 0.000249918 0.000499256 0.000552257 0.000306111 0.000555866 0.000293076 0.000287786 0.000285537 0.00132909 0.000787071
threshold=-0.083449999999999983 0.089480000000000018 0.088990000000000014 0.089480000000000018 0.090390000000000012 0.11213000000000002 -0.51151499999999983 0.084740000000000024 0.081440000000000026 0.11585500000000001 0.15359500000000004 0.09142500000000002 0.055925000000000009 -0.074939999999999993 0.05259500000000001 0.088990000000000014 -0.078084999999999988 0.10194000000000002 -0.41128499999999996 0.016310000000000002 -0.086389999999999981 -0.075329999999999994 -0.38124499999999995 0.13756000000000004 0.51303500000000013 0.13534000000000004 0.14627000000000004 -0.057544999999999992 0.083805000000000004 0.091905000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 4 -1 6 -2 12 9 10 11 -9 14 15 18 -14 -17 -11 -8 20 21 -20 -23 25 26 27 -25 28 -22 -29
right_child=1 2 -4 -5 -6 -7 7 8 -10 17 -12 -13 13 -15 -16 16 -18 -19 19 -21 23 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=2.031890327871647e-06 0.00023475524719106033 2.8468381383896085e-05 0.00064566394986203786 -0.00043663220538292085 -0.00026301291575994891 -0.00025374375638255681 0.00033697943403951841 5.0400775216985499e-05 -0.0007833271683748103 -0.00049607316526817152 -8.794580425064152e-05 0.00052977932896788437 -0.00027345791168045255 0.00078602058041724379 -0.00049716067966073759 0.00060878257732838398 -0.00020212186704156922 3.8524016272276643e-05 0.00016661694831715 -0.00028845547151435405 0.00079763611526383711 -2.279427578247598e-05 -0.0007085190666581791 0.00030113552306180021 0.00065728643588954579 -0.00033029614009697422 -0.00011906941049696447 7.418274390533149e-06 -0.00016855710118501781 -0.00060772773216567235
leaf_weight=172 25 36 22 20 24 22 23 29 21 20 65 27 28 20 20 20 20 20 27 39 24 23 24 28 20 26 39 2181 35 21
leaf_count=172 25 36 22 20 24 22 23 29 21 20 65 27 28 20 20 20 20 20 27 39 24 23 24 28 20 26 39 2181 35 21
internal_value=0 5.05868e-06 0.000262577 -6.80346e-05 -3.04226e-05 -1.87567e-07 1.78703e-06 -2.93043e-07 -8.54487e-05 5.57891e-06 8.30511e-05 0.00028153 5.62687e-06 0.000184055 -5.79312e-07 7.00577e-06 0.00020333 -0.000228775 3.37751e-06 2.92331e-07 4.89248e-06 -0.000176082 -0.000372952 1.05336e-05 0.000194642 3.52997e-06 5.65386e-05 7.36875e-06 0.000224471 1.55176e-06
internal_weight=0 2905 58 216 196 2847 2825 2800 182 161 121 56 2618 88 2530 68 40 40 2510 2487 2448 74 47 2374 87 2287 67 2261 59 2202
internal_count=3121 2905 58 216 196 2847 2825 2800 182 161 121 56 2618 88 2530 68 40 40 2510 2487 2448 74 47 2374 87 2287 67 2261 59 2202
is_linear=0
shrinkage=0.1


Tree=2190
num_leaves=31
num_cat=0
split_feature=97 9 34 34 9 1 2 43 45 0 0 16 52 1 2 0 52 52 51 49 4 4 4 49 4 4 1453 1452 484 159
split_gain=0.000108856 0.000240047 0.000175092 0.00057301 0.000205718 0.000470503 0.000264063 0.000180877 0.000173826 0.000160861 0.000517611 0.000507915 0.00125865 0.000455104 0.000700862 0.000461417 0.000429517 0.000672811 0.000331845 0.000325943 0.000258309 0.000205169 0.00135397 0.00280294 0.00103985 0.000759563 0.00058056 0.000439657 0.000428183 0.000393927
threshold=-0.086464999999999986 -0.090659999999999977 -0.085739999999999983 -0.057544999999999992 0.091905000000000014 0.13332000000000002 -0.080614999999999978 -0.080419999999999978 0.094030000000000016 -0.14226499999999997 -0.14051499999999997 -0.0019699999999999995 -0.063789999999999986 0.077565000000000009 0.083865000000000009 -0.14723999999999998 -0.081429999999999989 -0.07167999999999998 0.089355000000000004 -0.049784999999999989 0.59999500000000017 -0.008819999999999998 -0.010655 -0.008624999999999999 -0.0082299999999999995 -0.011884999999999998 -1.0000000180025095e-35 0.10567500000000001 -0.011854999999999999 0.12895000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 6 -6 -5 -3 9 11 -11 13 -13 -8 -15 16 -16 -18 19 -19 21 22 25 -24 -23 27 28 -12 -26 -28
right_child=1 2 3 4 5 -7 8 -9 -10 10 20 12 -14 14 15 -17 17 18 -20 -21 -22 24 23 -25 26 -27 29 -29 -30 -31
leaf_value=-0.00021215077576925979 0.00031025964068248868 -0.00042129733214096632 0.00043681350895591705 0.00028225943167468139 -0.00050923527614213533 0.00011063868369092234 0.00042342572426423431 -5.7790759786836472e-06 -0.00022372733593718815 -0.0004521257408039394 1.3331252128797944e-05 -5.8129520340148233e-05 0.00097305671224603432 -0.00057735448655356391 0.00032279076153827194 0.0004727518474239679 -0.00062198697196436115 -0.00035423026629359815 0.00029300472621495528 6.6020387558914401e-06 0.00035430943942628803 -0.00065713703192563522 -9.5430361248230954e-05 0.0013160532126069789 0.00065573001262410324 -0.00047083853295429008 -3.0287596454577772e-05 -0.00043690662132576111 9.2099019093439002e-06 -0.00037358406263852625
leaf_weight=24 25 20 30 33 25 24 25 22 35 26 1532 29 20 21 32 21 20 32 30 115 20 27 34 24 21 34 743 22 20 35
leaf_count=24 25 20 30 33 25 24 25 22 35 26 1532 29 20 21 32 21 20 32 30 115 20 27 34 24 21 34 743 22 20 35
internal_value=0 1.64404e-06 -8.67481e-07 1.94329e-06 -2.40541e-06 -0.000205624 9.68937e-07 -0.000203645 -2.21221e-06 4.77013e-07 -8.23196e-06 6.45447e-05 0.000362763 1.51776e-05 -2.24837e-05 2.41254e-05 -1.7015e-05 -7.22118e-05 -1.00904e-05 -7.19465e-05 -3.63752e-06 -6.51029e-06 1.40606e-05 0.000488632 -4.65334e-05 -3.27266e-06 -2.64037e-05 6.95723e-06 0.000340354 -4.57315e-05
internal_weight=0 3097 3072 3030 3000 49 2951 42 2918 2883 2538 345 49 296 271 250 229 197 177 147 2512 2492 1646 58 846 1588 819 1554 41 778
internal_count=3121 3097 3072 3030 3000 49 2951 42 2918 2883 2538 345 49 296 271 250 229 197 177 147 2512 2492 1646 58 846 1588 819 1554 41 778
is_linear=0
shrinkage=0.1


Tree=2191
num_leaves=31
num_cat=0
split_feature=480 3 15 4 403 403 1210 154 0 0 1446 43 50 133 160 1428 158 52 158 133 133 13 3 0 129 1209 484 13 49 2
split_gain=0.000111295 0.000547638 0.000991473 0.000703173 0.000382297 0.00036859 0.00036927 0.000250737 0.000237737 0.000506869 0.000407245 0.000308139 0.000205232 0.00101974 0.000538424 0.000240376 0.000193398 0.000735143 0.0004011 0.00018845 0.000918298 0.000819447 0.00110186 0.00114255 0.000523594 0.000545511 0.000401002 0.000551387 0.000390244 0.000600362
threshold=0.086995000000000017 -0.085709999999999995 0.035560000000000008 -0.083439999999999986 -0.55327499999999985 -0.54856499999999986 -0.41266499999999995 0.084190000000000001 -0.092404999999999973 -0.082974999999999979 0.037915000000000011 -0.077044999999999988 -1.0000000180025095e-35 0.089405000000000012 0.043720000000000009 -0.070379999999999984 0.11817500000000002 0.008405000000000001 0.11136500000000001 0.09389500000000002 0.092470000000000011 -0.080759999999999985 -0.082039999999999988 -0.074824999999999989 0.086095000000000019 -0.038154999999999994 0.049355000000000003 -0.075974999999999987 0.10969000000000002 0.09358000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 -6 -7 12 11 -10 -11 -5 13 14 -8 -14 18 -18 19 20 -17 22 -21 -24 25 -23 27 -27 29 -29
right_child=1 3 -4 8 5 6 7 -9 9 10 -12 -13 15 -15 -16 16 17 -19 -20 21 -22 24 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00040243563998956235 9.2709583987016239e-05 0.00056722648478171325 -0.00087902065244547666 0.00041693184961332007 -0.00040608686186632522 0.00042259588593705787 -0.00015512122467736759 0.00034598479798573649 -0.00044926066759671813 0.00028003974059115973 -0.00022471476924803221 -0.00013817082970490446 0.00028073038462729706 -0.00075803162263972422 0.00047528206865536052 -3.8003915922530342e-06 -0.00013839063906220185 0.00056520408424721275 -0.00042853986696255483 -8.580254225601112e-05 -0.00058009465865325181 -0.00053585605415892564 0.001247218635689933 0.00020289197330343583 0.00040065663325267143 -0.00046808853911460134 0.00042412357390276157 -6.2802741875044455e-05 -0.00038012943417846189 0.00030775219813108381
leaf_weight=24 21 20 21 20 22 21 42 21 36 31 33 20 31 21 20 2212 33 27 22 31 28 21 20 22 29 27 20 138 23 64
leaf_count=24 21 20 21 20 22 21 42 21 36 31 33 20 31 21 20 2212 33 27 22 31 28 21 20 22 29 27 20 138 23 64
internal_value=0 -7.17848e-05 -0.000393156 1.25751e-05 4.96764e-06 1.67257e-06 4.79499e-06 1.71861e-06 -6.66609e-05 -0.000149077 1.97757e-05 0.000139381 -8.35111e-07 -0.00015576 4.82347e-05 3.84422e-06 6.85048e-07 0.000178227 -3.32418e-06 2.26008e-07 -1.10041e-05 6.39105e-05 0.000366413 0.00070019 -4.66916e-06 -4.47867e-05 -6.87329e-06 -4.10794e-05 1.01617e-05 5.46008e-05
internal_weight=0 202 42 160 2919 2895 2873 2852 140 100 64 40 2831 83 62 2748 2717 60 2657 2635 2240 395 73 42 322 293 272 252 225 202
internal_count=3121 202 42 160 2919 2895 2873 2852 140 100 64 40 2831 83 62 2748 2717 60 2657 2635 2240 395 73 42 322 293 272 252 225 202
is_linear=0
shrinkage=0.1


Tree=2192
num_leaves=31
num_cat=0
split_feature=33 9 16 9 40 120 15 16 148 49 454 148 148 148 147 3 160 1 2 13 1 1429 156 51 3 124 1 42 3 13
split_gain=0.00010439 0.00014718 0.000589258 0.000467595 0.000142696 0.000251246 0.000127703 0.000127612 0.00031597 0.00051787 0.000173865 0.000169223 0.000215104 0.000203609 0.000325156 0.000232765 0.000576285 0.00108304 0.00205193 0.000521237 0.000464359 0.000366997 0.000659388 0.000405262 0.000271213 0.000755855 0.00182834 0.0003612 0.000343627 0.00068358
threshold=-0.018454999999999996 0.092235000000000011 -0.4179199999999999 0.085355000000000014 -0.24290999999999999 0.093680000000000013 0.23208000000000004 -0.5335399999999999 -0.063899999999999985 -0.023059999999999997 0.087240000000000012 -0.10665499999999999 -0.086074999999999985 -0.079549999999999996 0.090755000000000016 0.0068900000000000012 0.010565000000000001 0.087865000000000013 0.10402500000000002 -0.15714499999999998 0.080000000000000016 -0.026244999999999997 0.091155000000000014 -0.090529999999999985 -0.0087149999999999988 -0.0066649999999999991 0.094220000000000012 0.093655000000000002 -0.013929999999999998 -0.0095349999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 8 -6 -10 11 -9 -13 -14 15 19 20 -18 -19 -15 -17 -22 23 -23 28 27 -27 -26 -21 -30
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leaf_value=0.00020352238160558048 -0.00024895977542695148 -0.00014124196810111505 0.00054187460052122804 -0.00042673113348428164 0.00014499844373858651 0.00035432476084679365 0.00023873927950097078 -0.00029145649867132309 -0.00066358661715639757 -5.7926331934747091e-05 0.00025336275753539263 0.00031191950362302704 -0.00025685318471533399 -0.00052166320267133415 0.0003528316357495407 0.00049253003894324037 -0.00077629129834046282 0.00075924178084581706 -0.00048130118744059782 -7.0137155222747619e-06 -0.00025738161157977841 -0.00028066517983900451 0.00054254377062213331 0.00013275911412235404 -0.00010994010636177675 0.00018074768238875551 -0.0011552200500383541 0.00037075793820390989 -6.1999234067452907e-05 0.00070934236326138491
leaf_weight=25 23 28 23 26 32 20 22 20 20 48 27 22 31 20 26 34 21 24 30 2216 26 29 34 130 54 20 21 22 27 20
leaf_count=25 23 28 23 26 32 20 22 20 20 48 27 22 31 20 26 34 21 24 30 2216 26 29 34 130 54 20 21 22 27 20
internal_value=0 -1.64344e-06 0.00016683 -4.46516e-06 -8.28556e-07 1.07632e-06 -1.29766e-06 -3.08534e-06 -0.000114122 -0.000236062 8.05239e-07 -1.60688e-06 4.58314e-07 -2.00206e-06 8.66633e-07 -2.48787e-06 7.65263e-05 -0.000166925 7.00512e-05 -1.32865e-05 0.000148696 9.53149e-05 0.000142828 5.73547e-05 -9.01441e-06 -0.000157477 -0.000503528 2.92093e-05 -1.33872e-06 0.000266231
internal_weight=0 3096 51 3045 3019 2996 2976 2954 100 68 2854 2827 2807 2785 2754 2728 328 75 54 2400 253 219 193 159 2380 117 41 76 2263 47
internal_count=3121 3096 51 3045 3019 2996 2976 2954 100 68 2854 2827 2807 2785 2754 2728 328 75 54 2400 253 219 193 159 2380 117 41 76 2263 47
is_linear=0
shrinkage=0.1


Tree=2193
num_leaves=31
num_cat=0
split_feature=132 1186 1185 15 15 0 16 3 2 1213 1201 130 40 120 33 9 3 4 12 1427 156 155 151 157 484 157 150 151 151 123
split_gain=0.000109795 0.00380865 0.00260046 0.00030756 0.000236118 0.000122232 0.000327007 0.000127005 0.000209921 0.000175327 0.000112513 0.000120507 0.000266131 0.000282213 0.00020154 0.000236769 0.000629261 0.000178645 0.000273925 0.000160156 0.000276598 0.000694046 0.000170957 0.000374189 0.00096985 0.000678364 0.0005098 0.000381985 0.000479174 0.000350456
threshold=-0.083284999999999984 0.049580000000000006 -0.087384999999999977 0.087685000000000013 0.093575000000000019 -0.073309999999999986 -0.081299999999999983 -0.088784999999999989 0.087545000000000026 0.085640000000000008 -0.080364999999999978 -0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.012019999999999998 0.091600000000000015 -0.012304999999999998 0.62931500000000018 -0.23059999999999997 0.094435000000000005 0.3248100000000001 0.14230000000000001 -0.081519999999999981 -0.087424999999999989 0.091040000000000024 -0.086244999999999988 0.10846000000000001 -0.083694999999999978 -0.085134999999999975 0.085215000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 6 7 -1 9 -9 -4 -12 -13 14 -14 17 -17 18 -16 20 21 22 23 -20 25 -25 27 28 29 -27
right_child=2 -3 10 4 -6 -7 -8 8 -10 -11 11 12 13 -15 15 16 -18 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00027113098555921829 -0.0011414916778448969 0.0013837283891916742 0.00017841235579301915 -0.00055388239095918842 -7.3782407257351153e-05 -0.00020843209337423709 0.0002895587875123916 0.00031526352366199721 -0.00020278509633499199 -8.196945884265006e-05 0.00023364724924745549 -0.00036479245260125027 -0.00027341605056318695 0.00035803980373946782 0.00030551130626479099 -9.828599610185707e-05 0.00064780655884533189 -0.00026355333471796117 -0.00032007003262697257 0.00024840954085811974 -0.00035898942296626047 0.0005696521412270765 -1.8303941210809409e-05 -0.00051511443231166119 0.00068082338072417777 7.6303792458020324e-05 0.00046397655518376268 0.00033970611369503402 -0.00040282855157524212 -0.00036273037097998899
leaf_weight=22 20 20 36 20 21 24 37 25 30 20 22 20 27 22 29 26 20 26 25 25 22 21 2202 21 25 200 30 35 28 20
leaf_count=22 20 20 36 20 21 24 37 25 30 20 22 20 27 22 29 26 20 26 25 25 22 21 2202 21 25 200 30 35 28 20
internal_value=0 6.82765e-05 -5.15249e-06 -6.39297e-05 -0.000307978 -6.00828e-07 3.66227e-05 -5.98581e-05 2.11528e-06 0.000138716 2.73327e-06 5.11051e-07 -1.30517e-06 1.28747e-06 -1.53372e-06 1.13082e-06 0.000226102 -2.68929e-06 -1.61346e-07 -3.5014e-06 -5.8969e-06 -2.91722e-06 -7.56685e-06 5.40036e-05 8.00533e-05 3.50855e-05 7.19999e-05 3.04476e-05 -1.31978e-05 3.63916e-05
internal_weight=0 219 2902 199 41 158 134 97 75 45 2882 2846 2824 2804 2782 2755 46 2709 2683 2654 2629 2607 2586 384 359 334 313 283 248 220
internal_count=3121 219 2902 199 41 158 134 97 75 45 2882 2846 2824 2804 2782 2755 46 2709 2683 2654 2629 2607 2586 384 359 334 313 283 248 220
is_linear=0
shrinkage=0.1


Tree=2194
num_leaves=31
num_cat=0
split_feature=130 10 2 10 9 43 34 9 2 45 2 454 16 48 48 1374 1348 3 3 52 0 52 2 13 1452 12 12 3 484 481
split_gain=0.000111162 0.000278749 0.000347426 0.000265742 0.000139398 0.000768972 0.000298054 0.000174084 0.000244547 0.00015965 0.000197368 0.000189404 0.000166757 0.000148571 0.000156966 0.000493011 0.000183665 0.000296898 0.000567133 0.000965954 0.00043672 0.000415798 0.00028018 0.000253356 0.000209388 0.000220773 0.000966509 0.000801101 0.000779542 0.00167674
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.15282499999999996 -0.036024999999999995 -0.077319999999999986 -0.057544999999999992 0.091905000000000014 -0.080614999999999978 0.094030000000000016 0.15609500000000001 -0.086934999999999985 0.029300000000000003 0.14257500000000004 0.12879500000000002 -0.26569999999999994 0.090205000000000021 0.10732000000000001 0.14121000000000003 -0.021869999999999997 -0.23194499999999998 0.060015000000000006 0.11682500000000001 -0.17933499999999997 0.11609000000000001 0.08493500000000001 0.085195000000000007 -0.045649999999999989 -0.081614999999999979 -0.085629999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -6 8 -8 10 11 -10 -12 14 15 -13 17 20 19 -19 -17 22 -20 -22 25 28 -27 -28 -25 -30
right_child=1 3 -4 4 6 -7 7 -9 9 -11 12 13 -14 -15 -16 16 -18 18 21 -21 23 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.00023499926785007117 -2.3552185822544354e-05 -0.00033340215838203828 0.00055881695501739162 5.9388862169047786e-05 0.00033494227121722096 -0.0006333355282384384 0.00027465960487130692 -0.00020869960181955371 -0.00030633807095000522 -0.00021139339905598068 0.0004279615479026689 0.00047418915783055128 2.4492885651332994e-05 0.00024042904120646059 -0.00023116396473126552 0.00039013685708251338 0.00027426022825238761 0.0001442148200502353 6.7353911230710751e-05 -0.00071366927653018916 -0.00035466629138682039 0.00041639979637693615 -0.00035170594602041772 -0.00020536830725354025 0.00029662446277143321 -0.00053914397590623209 -7.9380062699723886e-07 -0.00062222160687226626 0.00094947554779619987 5.9386883414904004e-05
leaf_weight=20 21 24 20 59 27 22 33 39 20 35 20 22 21 26 29 29 24 21 39 35 20 20 27 103 24 35 1706 21 22 557
leaf_count=20 21 24 20 59 27 22 33 39 20 35 20 22 21 26 29 29 24 21 39 35 20 20 27 103 24 35 1706 21 22 557
internal_value=0 1.51564e-06 0.00026053 -1.95482e-06 6.65317e-07 -0.000128759 4.21297e-06 1.16322e-06 3.99626e-06 8.68843e-07 3.50237e-06 2.90145e-07 0.000221307 2.51209e-06 2.49528e-07 2.73049e-06 -1.13537e-06 -3.62108e-06 -0.000144304 -0.000391963 4.31575e-06 1.69621e-05 -0.00010408 -1.81365e-07 2.69128e-06 -1.95129e-07 -1.88938e-05 -8.35025e-06 4.81144e-05 9.32072e-05
internal_weight=0 3101 41 3060 3036 81 2955 2928 2889 2856 2821 2780 41 2760 2734 2705 2683 2659 142 56 2517 86 66 2488 2468 2444 1762 1727 682 579
internal_count=3121 3101 41 3060 3036 81 2955 2928 2889 2856 2821 2780 41 2760 2734 2705 2683 2659 142 56 2517 86 66 2488 2468 2444 1762 1727 682 579
is_linear=0
shrinkage=0.1


Tree=2195
num_leaves=31
num_cat=0
split_feature=0 13 12 2 12 0 11 4 1429 160 156 160 475 2 154 1456 1429 157 484 157 49 1374 151 1373 456 1375 1375 4 49 0
split_gain=0.000115494 0.000769729 0.000485562 0.00101338 0.000251472 0.000340711 0.000196303 0.000182292 0.000443865 0.000406247 0.000536534 0.000464235 0.000203163 0.000555089 0.000293859 0.000298126 0.000310332 0.0001633 0.00119119 0.00114816 0.000540434 0.000450169 0.00112759 0.00055356 0.000720754 0.000392655 0.000434926 0.000312983 0.000220747 0.000656996
threshold=0.10455500000000001 -0.055129999999999992 0.098330000000000015 0.10882500000000002 0.086345000000000019 0.13134000000000004 -0.011194999999999998 -0.17966999999999997 -0.026244999999999997 0.010565000000000001 0.091155000000000014 -0.00363 0.055635000000000011 0.10060500000000001 0.084190000000000001 0.11510000000000002 0.11023000000000001 -0.087424999999999989 0.085790000000000019 -0.086394999999999986 -0.0069299999999999995 0.087855000000000016 -0.0062849999999999989 1.0000000180025095e-35 0.088760000000000019 -0.4078199999999999 -0.068444999999999992 -0.0047449999999999992 -0.0081349999999999981 -0.24955499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 -3 -1 8 -8 10 11 -10 14 -14 15 16 17 18 20 -19 -9 23 -23 25 -25 -21 -27 -22 -28 -30
right_child=1 2 -4 -5 -6 -7 7 12 9 -11 -12 -13 13 -15 -16 -17 -18 19 -20 21 27 22 -24 24 -26 26 28 -29 29 -31
leaf_value=0.0002836158219724894 -0.00053973620582837612 -0.00039647749537834897 0.00036054765701010183 -0.00070597461114327124 0.00026568136141773919 0.00014392751794990285 -0.00028479288051709199 0.00046403373536039994 -0.00013393089461065496 -0.00016818119977622041 0.00073681951378768481 0.0004419132441398688 -4.5565785704466917e-05 0.00060832146788015974 -0.0003795159143919591 0.0002818643093633 -0.00033900533463955594 0.00067499539378331982 -0.00082058174928533844 -0.00037768643830661731 -0.00028423555598307688 -0.00080929993624370895 6.1880409096678107e-05 0.00079417048485993288 -5.4801908845547587e-05 0.00036517012267722748 -7.8451603778111056e-05 0.0001874818638580936 0.00055034649895705195 8.6545034049587582e-07
leaf_weight=25 30 20 32 21 37 28 22 22 28 22 22 28 37 20 21 36 28 25 20 28 39 24 39 20 20 32 357 22 22 1994
leaf_count=25 30 20 32 21 37 28 22 22 28 22 22 28 37 20 21 36 28 25 20 28 39 24 39 20 20 32 357 22 22 1994
internal_value=0 -8.06512e-05 1.91499e-05 -8.39135e-05 6.97721e-05 -8.12412e-05 4.58834e-06 2.20594e-06 0.00012187 0.000211335 0.000318379 0.000153991 -2.99684e-06 0.000183868 -6.87145e-06 -4.00285e-06 -7.82574e-06 -4.34488e-06 -0.000127801 6.20354e-07 3.91344e-05 -6.02767e-06 -0.000269998 6.97009e-07 0.000369684 -5.36937e-06 -1.0347e-06 -0.000114108 -5.97298e-06 6.86177e-06
internal_weight=0 168 138 106 85 48 2953 2928 122 100 78 56 2806 57 2749 2728 2692 2664 103 2561 83 2536 63 2473 40 2433 2405 61 2373 2016
internal_count=3121 168 138 106 85 48 2953 2928 122 100 78 56 2806 57 2749 2728 2692 2664 103 2561 83 2536 63 2473 40 2433 2405 61 2373 2016
is_linear=0
shrinkage=0.1


Tree=2196
num_leaves=31
num_cat=0
split_feature=3 3 1209 1209 3 403 1375 403 132 132 399 1 131 0 13 151 484 15 160 1374 1456 1456 3 0 0 480 52 16 49 3
split_gain=0.000110256 0.000654031 0.000606667 0.000830159 0.000841839 0.000569216 0.000513828 0.000441365 0.000423182 0.00369546 0.00318027 0.000519093 0.000487998 0.000410113 0.000813084 0.000351509 0.000333701 0.00136544 0.00228382 0.000910197 0.000492593 0.000358422 0.000470393 0.00148093 0.00288378 0.00111408 0.000872179 0.00133944 0.000844892 0.000487618
threshold=-0.082234999999999989 -0.082094999999999987 -0.087199999999999986 -0.038154999999999994 -0.082334999999999978 -0.53762499999999991 0.086520000000000014 -0.51385999999999987 -0.083284999999999984 -0.040939999999999997 0.09141500000000001 0.085475000000000009 0.12108000000000001 0.10455500000000001 -0.033284999999999988 0.13340000000000005 0.091180000000000011 -0.067579999999999987 -0.081639999999999976 0.087855000000000016 -0.089834999999999984 -0.080829999999999985 -0.086274999999999977 -0.087414999999999979 -0.085754999999999984 0.086930000000000021 -0.0092699999999999987 -0.091354999999999978 0.10671500000000002 -0.086769999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -3 8 -7 10 -10 11 -5 16 15 -15 -9 19 -18 -19 20 -11 -22 25 26 -25 28 -24 -28 29 -23
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leaf_value=0.00051977684464266831 -0.00049590375596640765 -0.00047311659016906145 -0.00054701771571042345 6.6687769724618794e-05 0.00059834681381471454 0.00036049407525834713 0.00051529431570088494 -5.9676984655449644e-06 -0.0013613501484360314 -0.00044656851144585138 0.0013333840900304494 -0.00050668712297920139 0.00049955709284404297 -0.00078513721775379979 3.2681327561036713e-05 0.00036469007184048401 -0.00029521496264461541 -8.2471306814113643e-05 0.0013196439867550951 -0.00059834982586415633 0.00032166858921603615 7.0487269393817471e-06 -0.00018327034854640563 -0.0012174754201883585 -9.9416745081010722e-05 0.00071079783392633553 -1.5730231280031148e-05 0.0010521956162689173 0.00049595857413286084 -0.00049459688612842002
leaf_weight=24 28 26 26 75 25 33 20 1604 20 24 20 20 20 20 31 26 33 26 21 26 36 622 30 28 131 24 24 23 35 20
leaf_count=24 28 26 26 75 25 33 20 1604 20 24 20 20 20 20 31 26 33 26 21 26 36 622 30 28 131 24 24 23 35 20
internal_value=0 -1.64423e-05 2.14855e-05 1.2487e-05 2.36514e-05 -8.72678e-06 1.24093e-05 -1.68236e-06 4.4143e-06 -1.39828e-05 0.000187265 -5.40227e-05 1.00131e-05 -8.79231e-06 -0.000288032 -5.53659e-08 1.13647e-06 0.000197827 0.000544006 -1.4245e-05 9.87414e-07 1.20268e-05 1.30231e-07 -0.000121983 -0.000296308 4.12412e-05 0.000237985 0.000506872 1.75051e-05 -8.57886e-06
internal_weight=0 1768 1353 1329 1303 1740 1278 1714 1258 1143 115 95 1123 1681 51 1630 1103 80 47 1023 997 973 937 236 159 701 77 47 677 642
internal_count=3121 1768 1353 1329 1303 1740 1278 1714 1258 1143 115 95 1123 1681 51 1630 1103 80 47 1023 997 973 937 236 159 701 77 47 677 642
is_linear=0
shrinkage=0.1


Tree=2197
num_leaves=31
num_cat=0
split_feature=132 1185 1203 16 12 3 3 400 394 448 0 457 1374 1375 42 150 0 0 150 16 13 12 0 33 47 13 52 160 2 129
split_gain=0.000113959 0.000425545 0.000267537 0.000118636 0.000428561 0.000296629 0.000239536 0.000285966 0.000261612 0.000110911 0.000333653 0.000154634 0.000205432 0.000301342 0.00208879 0.00017445 0.000216259 0.000160457 0.000348113 0.00049587 0.000640829 0.000257378 0.000250473 0.00119065 0.00110318 0.00126487 0.00111214 0.00222907 0.000899357 0.000580291
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.046599999999999996 0.11351500000000002 -0.064674999999999983 -0.073309999999999986 -0.016164999999999995 -0.021004999999999996 0.068920000000000023 -0.26609999999999995 0.31508000000000008 -0.096434999999999979 -0.085004999999999983 0.083995000000000014 -0.14718999999999996 -0.23811499999999999 -0.15599999999999997 0.090480000000000019 -0.089669999999999986 -0.061684999999999997 -1.0000000180025095e-35 -0.10224499999999999 -1.0000000180025095e-35 0.092710000000000015 -0.020934999999999999 0.084240000000000023 -1.0000000180025095e-35 0.080205000000000012 0.080675000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 7 8 -1 10 -3 12 -12 14 -14 -15 -17 18 19 20 21 -18 24 -24 26 -26 28 -28 -19 -30
right_child=1 9 -4 5 -6 -7 -8 -9 -10 -11 11 -13 13 15 -16 16 17 22 -20 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.0001670777268233136 0.0004538105193725122 0.00039159149905158711 -0.00036407173611223702 -0.00013572439316362762 -0.00044076951408687125 0.00036683398521626773 0.00027564766622582772 -0.00028446802902475906 0.00025706415975340255 -0.00023265523705049418 -0.00028825283322172861 -0.00022518280433359906 0.00094171618326546877 0.0002541438392519787 -0.00037876997073180976 -0.00028832324236506026 -0.00028139272282714953 0.00058257197050542964 0.0004454699977959536 -0.00026356025235243678 0.00066633613314479598 0.00019576648751703596 0.00059525537234388624 -1.0889988421535077e-06 -6.2063191277654067e-05 -0.0011388490275567164 7.8345927988376582e-05 -0.0012595677684294061 8.620628190620653e-05 -0.00034799269566352259
leaf_weight=26 21 22 27 24 26 23 26 37 33 20 24 30 23 27 25 26 20 31 25 37 20 26 34 2191 24 20 33 20 162 38
leaf_count=26 21 22 27 24 26 23 26 37 33 20 24 30 23 27 25 26 20 31 25 37 20 26 34 2191 24 20 33 20 162 38
internal_value=0 5.28788e-06 -6.90519e-05 -2.8203e-05 -7.2158e-05 0.000110208 6.39851e-06 -6.65231e-05 7.01542e-05 2.01513e-06 3.65733e-06 6.4797e-07 3.06241e-06 5.57556e-06 0.000253963 1.21469e-06 -1.30806e-06 1.47538e-06 0.000110733 2.94861e-05 0.00019377 -1.1694e-05 -4.00248e-06 8.02368e-06 -8.55823e-05 -0.000551511 -1.33962e-05 -0.000426527 8.13915e-05 3.70848e-06
internal_weight=0 2899 222 195 148 47 122 96 59 2878 2858 2836 2806 2782 48 2734 2707 2681 128 103 66 46 2553 2225 328 44 284 53 231 200
internal_count=3121 2899 222 195 148 47 122 96 59 2878 2858 2836 2806 2782 48 2734 2707 2681 128 103 66 46 2553 2225 328 44 284 53 231 200
is_linear=0
shrinkage=0.1


Tree=2198
num_leaves=31
num_cat=0
split_feature=33 9 1 120 40 13 13 13 52 133 133 4 3 1 4 2 4 48 42 49 2 133 15 133 0 42 43 51 13 3
split_gain=0.000143907 0.000188267 0.00080458 0.00013198 0.00028755 0.000129667 0.00153282 0.00102191 0.000938137 0.000488279 0.00128597 0.0005116 0.00103139 0.00119801 0.000836559 0.00188994 0.00077705 0.000415635 0.000427152 0.00155716 0.00341729 0.00115411 0.00163866 0.000706441 0.00101981 0.00076425 0.00108158 0.000862602 0.00058944 0.000724735
threshold=-0.012019999999999998 0.091600000000000015 0.12408500000000001 0.093680000000000013 -0.24134999999999998 -0.081829999999999986 -0.081224999999999978 -0.082574999999999982 -0.0092699999999999987 0.11524500000000001 0.10722500000000001 -0.081984999999999988 -0.082334999999999978 0.088340000000000016 -0.080744999999999997 0.084655000000000022 -0.083439999999999986 0.11270000000000001 0.083995000000000014 0.0043850000000000009 0.087625000000000022 0.089405000000000012 -0.03241999999999999 0.087720000000000006 -0.085544999999999982 0.084695000000000006 -0.084999999999999978 -0.025069999999999999 -0.087714999999999987 -0.080289999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 7 -7 9 -9 10 11 12 16 -14 15 -13 -6 18 19 28 -21 23 -23 25 -25 26 -20 -27 29 -16
right_child=1 2 -4 -5 5 6 -8 8 -10 -11 -12 14 13 -15 17 -17 -18 -19 21 20 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.00022568610054025029 0.00036932250174383322 0.00067100260265371098 -0.00012079633289073227 -0.00023988383143897291 0.00016426832844748182 -0.00070351145204767824 -5.7067471769468473e-06 4.6386468013571139e-06 0.00091985554766627813 -0.00041394436689356725 0.00077297938564284277 0.00020690864489768588 0.0011518321056064452 8.2460874215361079e-05 0.00038077684670993636 -0.0011347122080180617 -0.00054250761292808298 0.0003310874492828069 0.00012035664192146876 0.0014788972203741257 -0.00021009423164650796 -2.2879272658047418e-05 -0.0011235047055076089 0.00073542994297375649 -0.00018644063910912899 0.00036770888157425713 -0.0007964423431399009 -7.1718562857562974e-05 -0.00040000865528536209 -0.00012449975674087456
leaf_weight=28 21 21 33 23 60 32 1934 21 24 27 22 21 20 22 44 21 21 35 22 23 25 31 24 28 21 52 31 317 37 80
leaf_count=28 21 21 33 23 60 32 1934 21 24 27 22 21 20 22 44 21 21 35 22 23 25 31 24 28 21 52 31 317 37 80
internal_value=0 2.04306e-06 0.000187125 -1.24567e-06 5.74186e-07 -2.01136e-06 -1.70647e-05 2.67495e-05 0.000492754 5.43825e-06 1.72704e-05 -5.11023e-07 0.000189547 0.000591685 -2.93005e-05 -0.000463902 -1.89699e-05 -5.595e-06 -2.16275e-05 9.93118e-05 0.000599214 -6.96813e-05 -0.000503152 -1.90637e-05 0.000340343 -6.07957e-05 -0.000415884 -9.79383e-06 -4.97275e-05 5.47919e-05
internal_weight=0 3093 54 3039 3016 2995 1966 1029 45 984 957 935 123 42 812 42 81 770 735 209 48 526 55 471 49 422 53 369 161 124
internal_count=3121 3093 54 3039 3016 2995 1966 1029 45 984 957 935 123 42 812 42 81 770 735 209 48 526 55 471 49 422 53 369 161 124
is_linear=0
shrinkage=0.1


Tree=2199
num_leaves=31
num_cat=0
split_feature=33 9 2 50 132 1211 50 50 50 50 1208 52 50 393 156 50 12 50 160 1208 130 1 1211 1211 43 43 475 3 159 12
split_gain=0.000116565 0.000152496 0.000688242 0.000117977 0.00250359 0.00185196 0.000314778 0.000285277 0.000625608 0.000548813 0.000283811 0.000944939 0.00048154 0.000317144 0.000227985 0.00035519 0.000583199 0.00062439 0.000607548 0.00022286 0.000224117 0.000227973 0.000198735 0.000237218 0.00017553 0.00043971 0.000213194 0.000254133 0.000209308 0.00038161
threshold=-0.012019999999999998 0.091600000000000015 -0.15339499999999998 0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.094500000000000015 0.090805000000000011 0.089915000000000009 0.09227500000000001 0.10233500000000001 0.087765000000000024 0.088895000000000016 0.11170000000000001 -0.092624999999999985 0.10954500000000002 0.085355000000000014 0.10156500000000002 -0.088854999999999976 1.0000000180025095e-35 -0.23123999999999997 0.16540500000000002 0.11986000000000001 0.10809000000000001 -0.079109999999999986 -0.076484999999999984 -0.082274999999999987 -0.091054999999999983 -0.087844999999999993 0.094375000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 -5 14 7 8 10 -9 12 -12 13 19 -6 16 18 -18 -16 20 -2 22 23 -22 26 -26 -17 -28 29 -27
right_child=1 2 -4 4 5 -7 -8 9 -10 -11 11 -13 -14 -15 15 24 17 -19 -20 -21 21 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=-0.00020311750710918987 0.00032075531947027363 -0.00011637810032080973 0.000615941697868125 0.0010865242474458435 -0.00026992692014160145 -0.00092339054321027587 -0.00030679312858930124 0.00056647291814442729 -0.00051790319266729055 -6.7926546810970947e-05 0.0007125059103021737 -0.0002042058106187893 -0.00049814153782790527 -0.00034629093026052472 -0.00041459714841988429 -8.6189573512702089e-05 2.9920376065369375e-05 0.00070454469941543777 0.00027362576380757421 0.00032269018497789237 -5.256297081692645e-06 -0.00032067299774928915 -0.00031819654075661676 0.00027776423259638248 -0.00049906671047210698 -0.00047225322506909092 -6.2658194383402585e-05 0.0003819305116242807 9.2974503943107182e-05 0.00012371506198265015
leaf_weight=28 21 33 21 22 22 21 35 25 24 30 22 23 20 27 23 37 23 34 29 21 2308 23 20 30 21 22 20 36 79 21
leaf_count=28 21 33 21 22 22 21 35 25 24 30 22 23 20 27 23 37 23 34 29 21 2308 23 20 30 21 22 20 36 79 21
internal_value=0 1.83877e-06 0.000168413 -1.12108e-06 4.87717e-05 -1.007e-05 -8.902e-06 -4.88265e-06 -9.76354e-06 0.000220437 -4.91449e-06 0.000243964 -9.44872e-06 -5.45939e-06 4.21909e-05 6.20941e-05 0.000211395 0.000432328 -3.07805e-05 -1.66144e-06 -4.49715e-06 -7.36582e-06 -4.30981e-06 -1.62472e-06 -6.86292e-06 -7.64124e-05 0.000100079 0.000223149 -3.6604e-06 -0.000181199
internal_weight=0 3093 54 3039 410 388 2629 2594 2539 55 2515 45 2470 2450 367 345 109 57 52 2423 2402 2381 2358 2338 236 143 93 56 122 43
internal_count=3121 3093 54 3039 410 388 2629 2594 2539 55 2515 45 2470 2450 367 345 109 57 52 2423 2402 2381 2358 2338 236 143 93 56 122 43
is_linear=0
shrinkage=0.1


Tree=2200
num_leaves=31
num_cat=0
split_feature=402 15 12 1210 130 10 0 10 132 1185 50 399 398 13 0 52 12 0 1204 13 130 43 12 2 15 15 13 15 16 42
split_gain=0.000123241 0.00039442 0.000312133 0.000202759 0.000116798 0.000254012 0.000299329 0.000276404 0.000129291 0.000366239 0.00025681 0.000259049 0.00065129 0.000148725 0.000295011 0.000129766 0.000237382 0.000241924 0.000125939 0.000415385 0.000233735 0.000176142 0.000699737 0.00148903 0.00343442 0.000537526 0.000507641 0.000662172 0.000425589 0.000618845
threshold=-0.45454999999999995 0.095175000000000023 0.093105000000000007 0.26755500000000004 -0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.15282499999999996 -0.083174999999999985 -0.083264999999999992 0.09227500000000001 0.09141500000000001 0.10586000000000002 0.054800000000000008 -0.082084999999999977 0.086450000000000013 0.086305000000000007 -0.087974999999999984 -0.016569999999999994 -0.013634999999999998 0.084685000000000024 0.0034250000000000005 0.086915000000000006 0.084145000000000011 0.035560000000000008 -0.093244999999999981 -0.095539999999999986 -0.07490999999999999 -0.080509999999999984 0.09858500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -6 -7 10 -10 11 13 -13 14 15 16 -9 -18 19 -11 -21 -20 23 -23 25 -25 -24 -28 29 -29
right_child=3 -3 -4 -5 5 7 -8 8 9 18 -12 12 -14 -15 -16 -17 17 -19 21 20 -22 22 26 24 -26 -27 27 28 -30 -31
leaf_value=0.00019400678706006148 -0.00024180698273994496 0.00037792357840825234 -0.00036468189631705178 -0.0003127519141084382 -1.5829248531233696e-05 -0.00034075186716412044 0.00052472828145255334 0.00022601094155106694 0.00042195374408038333 0.00047424656149814838 -0.0003405178233679767 -0.00064405295942422192 0.00013452231565183452 -0.00014963370734168328 0.00040841596694561941 0.0002173767779657448 5.6525911118528306e-05 -0.00039815579797141255 9.0137839253308757e-06 -0.00022678724701888443 0.00018557822935421158 0.00026233961725665724 0.00028942529558359336 -0.0002803010505672051 -0.0013283768372568904 0.00033781285431662888 -0.00056138654915478337 1.3692943185950364e-05 -0.00023165382803459319 0.0006444295810069889
leaf_weight=20 20 34 20 21 21 24 20 20 21 24 31 21 22 34 23 22 22 25 2279 28 27 39 60 34 31 24 22 70 42 20
leaf_count=20 20 34 20 21 21 24 20 20 21 24 31 21 22 34 23 22 22 25 2279 28 27 39 60 34 31 24 22 70 42 20
internal_value=0 0.000127512 -8.53376e-05 -3.09678e-06 -9.47815e-07 6.54708e-07 0.000247857 -2.76361e-06 -5.45873e-09 5.95642e-06 -7.3743e-05 -2.99863e-05 -0.000245712 3.35493e-05 8.91585e-05 6.65374e-06 -6.25389e-05 -0.000185326 2.72088e-06 0.00012712 -2.43533e-05 -1.02865e-06 -6.79489e-05 -0.0002529 -0.000478679 -2.45298e-05 4.26759e-05 -5.34602e-05 3.11942e-05 0.000153857
internal_weight=0 74 40 3047 3026 3006 41 2965 2941 2721 220 189 43 146 112 89 67 47 2700 79 55 2621 342 128 89 58 214 154 132 90
internal_count=3121 74 40 3047 3026 3006 41 2965 2941 2721 220 189 43 146 112 89 67 47 2700 79 55 2621 342 128 89 58 214 154 132 90
is_linear=0
shrinkage=0.1


Tree=2201
num_leaves=31
num_cat=0
split_feature=15 15 15 133 12 12 1447 12 402 13 12 132 43 1186 394 399 3 3 3 403 16 52 0 0 42 13 403 1455 131 1
split_gain=0.00011349 0.00140241 0.000475911 0.000897622 0.000454128 0.00226854 0.000941298 0.000722033 0.000445666 0.000943222 0.000368782 0.000341029 0.00310962 0.00221075 0.000408458 0.000397211 0.00028386 0.000698608 0.000496643 0.000494278 0.000478197 0.000486851 0.000413484 0.00130297 0.00101813 0.000457059 0.00067475 0.000378112 0.000522156 0.0005108
threshold=0.083195000000000005 0.081070000000000017 0.084050000000000014 -0.015929999999999996 0.083715000000000026 0.083985000000000018 -0.086279999999999982 0.081420000000000006 0.13924000000000003 -0.052719999999999996 0.084655000000000022 -0.083284999999999984 -0.011694999999999999 0.049580000000000006 0.013605000000000001 0.090145000000000017 -0.12018999999999998 -0.094874999999999987 -0.092174999999999993 -0.084339999999999984 -0.095564999999999983 0.070205000000000017 -0.086074999999999985 -0.084674999999999986 0.087075000000000014 -0.084319999999999992 0.017340000000000005 -0.079434999999999992 0.11697 0.087135000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 7 -6 -7 -4 10 -10 -8 12 -12 14 16 -14 -13 19 -19 -18 21 -20 24 -24 -22 26 -25 -27 29 -29
right_child=2 -3 4 -5 5 6 8 -9 9 -11 11 13 15 -15 -16 -17 17 18 20 -21 22 -23 23 25 -26 27 -28 28 -30 -31
leaf_value=-4.7770257169123933e-06 -8.1073891982669016e-05 -0.00075844177100225358 -6.6836109266767064e-06 0.00078455832073181543 0.0010867786017479376 -0.00060773700864350151 0.00042145081015769394 -0.00058271905254514422 0.00020433362488719549 -0.00069345599575899549 0.0010870393131751502 0.00030367571113553522 -6.8523244221861926e-06 -0.00086182186122251954 0.00045839064487549679 -0.00055498934452771211 3.1954655676837202e-06 0.00048139438638463621 -1.450558817904333e-05 -0.00062244897001489463 -8.9639779875024924e-05 -0.0006182334029951811 -0.00057205138514023824 0.00073708390021541472 0.00074225276719386919 -0.00037836553528904917 -5.2408938645385205e-06 0.00011055185441198939 0.00043134199256789595 -0.000146630017351366
leaf_weight=1990 25 25 68 23 20 24 25 32 22 25 28 36 39 28 23 20 23 25 34 28 31 22 34 24 28 21 25 220 34 119
leaf_count=1990 25 25 68 23 20 24 25 32 22 25 28 36 39 28 23 20 23 25 34 28 31 22 34 24 28 21 25 220 34 119
internal_value=0 -1.41277e-05 2.5739e-05 0.000333708 1.17668e-05 3.2934e-05 1.0464e-05 -0.000191015 2.66968e-05 -0.000273214 4.2955e-05 3.1717e-05 0.000219196 1.01134e-05 4.36955e-05 -0.000192661 3.01472e-05 1.54062e-05 4.48078e-05 -0.000340296 2.63709e-05 -0.000251684 5.54214e-05 2.45317e-05 0.000305157 7.03191e-05 0.000358347 3.44984e-05 5.77428e-05 2.02727e-05
internal_weight=0 2015 1106 48 1058 958 938 100 914 47 867 842 87 755 727 59 704 668 617 51 592 56 536 477 59 443 49 394 373 339
internal_count=3121 2015 1106 48 1058 958 938 100 914 47 867 842 87 755 727 59 704 668 617 51 592 56 536 477 59 443 49 394 373 339
is_linear=0
shrinkage=0.1


Tree=2202
num_leaves=31
num_cat=0
split_feature=132 132 131 15 390 42 1213 0 15 16 130 52 11 1 0 1208 1210 1 1374 1 1 13 13 1374 150 13 151 42 0 13
split_gain=0.000132427 0.000317568 0.000216423 0.000556035 0.000148501 0.000135144 0.000129977 0.000154595 0.000276671 0.000306964 0.000178999 0.00016077 0.00011191 0.000120868 0.000689582 0.000526544 0.000877707 0.000427258 0.000965662 0.000518484 0.000422423 0.000404632 0.00138974 0.00134174 0.00116922 0.00310763 0.000915075 0.000633763 0.000716789 0.000989864
threshold=-0.083174999999999985 -0.050879999999999988 -0.076979999999999979 0.091475000000000015 0.087590000000000015 -0.012324999999999997 -0.081869999999999984 -0.073309999999999986 -0.10653 -0.090344999999999995 0.087100000000000025 0.08568000000000002 0.106895 0.085760000000000017 -0.23051499999999997 0.10233500000000001 -0.065959999999999977 0.087695000000000009 -0.26569999999999994 0.086920000000000011 0.088305000000000008 -0.086254999999999984 -0.085744999999999988 0.086000000000000007 0.10874500000000002 -0.085384999999999975 -0.091299999999999978 0.083935000000000023 -0.086554999999999979 -0.091054999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 12 -6 -4 8 -8 -10 11 -11 13 14 -3 16 -15 19 -19 -18 -20 23 -23 26 25 -24 -16 28 29 -28
right_child=1 4 3 -5 5 -7 7 -9 9 10 -12 -13 -14 15 21 -17 17 18 20 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00014634318807086832 0.00034705404444442445 0.00059997599237249233 -0.00029022679984336719 -0.00056762019691329146 0.00037763389103929513 1.001402153633535e-05 0.00031379747721040568 -0.00027537036003195682 -0.0003917868764671896 -0.00018558413841460338 0.0002969633421889739 0.00017172595311421902 0.00022977857595487009 -0.00067464784009470832 -0.00059015568050589152 0.0004712879053147931 -6.5439437195083082e-05 0.00067941982546471992 0.00041230353963328525 -0.0007004712510388345 -3.0230964573335549e-05 -0.00065204386508626428 0.0011875936486334965 0.00089166411664336935 -0.00076033697128877979 -1.3351110708816883e-05 0.00023210504810396192 6.3688470279646235e-06 -1.0574527202508129e-05 0.0010696995080382164
leaf_weight=37 27 20 20 24 20 20 26 20 21 34 20 20 21 21 21 21 36 20 22 20 1104 34 22 20 20 1046 43 274 46 21
leaf_count=37 27 20 20 24 20 20 26 20 21 34 20 20 21 21 21 21 36 20 22 20 1104 34 22 20 20 1046 43 274 46 21
internal_value=0 5.70024e-06 -7.44369e-05 -0.000118593 2.49113e-06 0.000193824 -5.16572e-05 -1.78175e-05 2.47532e-05 -5.43537e-05 4.14044e-05 -5.32471e-05 -2.11307e-07 -1.92948e-06 1.65462e-05 -2.52023e-05 -3.37275e-05 -2.25301e-05 -9.35071e-06 -0.000292237 -2.15846e-05 9.00351e-06 -2.24728e-05 9.21008e-05 -2.79866e-06 1.13875e-05 5.26162e-05 8.77678e-05 0.000290525 0.000506941
internal_weight=0 2899 222 185 2872 40 161 141 121 95 74 54 2832 2811 1567 1244 1223 1202 1146 56 1126 1547 1122 425 1088 1068 405 384 110 64
internal_count=3121 2899 222 185 2872 40 161 141 121 95 74 54 2832 2811 1567 1244 1223 1202 1146 56 1126 1547 1122 425 1088 1068 405 384 110 64
is_linear=0
shrinkage=0.1


Tree=2203
num_leaves=31
num_cat=0
split_feature=1453 1447 15 0 1447 0 1212 1 1212 12 4 1 12 42 13 12 403 1209 1209 16 403 1209 16 401 1213 132 15 1204 43 1210
split_gain=0.000130121 0.000164921 0.00126017 0.00087964 0.000866306 0.000703214 0.000165291 0.000424003 0.00042129 0.000419846 0.00035731 0.000445912 0.000530977 0.00072734 0.00139477 0.000507483 0.000474704 0.000209208 0.00077467 0.000378522 0.000196862 0.000218122 0.00140727 0.000252613 0.000197303 0.000376727 0.00481056 0.00252371 0.000575234 0.000343205
threshold=-0.087504999999999986 -0.085709999999999995 0.087575000000000014 -0.087414999999999979 -0.084549999999999986 -0.088774999999999979 0.087490000000000012 0.091785000000000019 0.086680000000000021 0.08486500000000001 -0.064054999999999987 0.078340000000000007 0.088795000000000013 0.091545000000000015 -0.0097949999999999982 0.088435000000000014 -0.084964999999999985 0.082105000000000011 0.087485000000000021 -0.078844999999999985 -0.5341999999999999 -0.083969999999999989 -0.082779999999999979 0.13274500000000003 0.058610000000000009 -0.083284999999999984 0.091915000000000011 -0.077669999999999989 -0.0095349999999999983 -0.018549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -3 -2 8 9 17 -8 11 12 16 14 -14 -13 -11 20 -19 -20 -6 22 -22 24 25 26 28 -27 -23 -29
right_child=1 4 -4 -5 6 -7 7 -9 -10 10 -12 15 13 -15 -16 -17 -18 18 19 -21 21 23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-0.00018641633363881125 -7.5332837105861479e-05 -0.00057705092070906309 0.00073267118763256948 -0.00048927544204132342 -0.00023263651068861549 0.00065089731389889494 0.00041880725021474063 0.00043287781464944905 -0.00046181322089978495 0.00015465712893919479 -0.00030110281546108633 0.00011314913084788716 0.001124180779761859 -0.00017028089135973936 5.1536376769137058e-05 -0.00059922893895418387 -0.00045271813102193523 0.00069733550950331854 -0.00019645355388630298 0.00023440458056651743 -0.0001967011299307665 -0.00057488183208209069 0.0008184722224128067 -0.00033067634017243109 -0.00011537930147053265 -0.00109802856182103 0.0015519808434570829 0.00038778455523045169 1.0973082562376948e-05 -5.9000607927694504e-07
leaf_weight=37 40 26 26 31 38 20 25 30 20 31 36 20 22 21 27 20 22 20 44 38 36 21 22 24 151 21 21 23 83 2125
leaf_count=37 40 26 26 31 38 20 25 30 20 31 36 20 22 21 27 20 22 20 44 38 36 21 22 24 151 21 21 23 83 2125
internal_value=0 2.23652e-06 0.000118688 -5.67352e-05 -2.35562e-06 0.000166744 2.72499e-06 7.98321e-05 -4.56388e-06 3.25492e-05 -1.59757e-05 4.69972e-05 0.000141318 0.000322108 0.000533132 -0.00024304 -9.74609e-05 -1.13494e-06 0.000139315 3.21241e-06 -6.72009e-06 -3.32285e-06 0.000188365 -7.82583e-06 -4.65675e-06 2.63144e-06 0.000171439 -7.09697e-06 -0.000107325 3.56857e-06
internal_weight=0 3084 117 91 2967 60 2941 254 2687 224 199 163 123 70 49 40 53 2667 102 82 2565 2527 58 2469 2445 2294 125 2169 104 2148
internal_count=3121 3084 117 91 2967 60 2941 254 2687 224 199 163 123 70 49 40 53 2667 102 82 2565 2527 58 2469 2445 2294 125 2169 104 2148
is_linear=0
shrinkage=0.1


Tree=2204
num_leaves=31
num_cat=0
split_feature=132 399 15 50 133 1212 133 1213 42 484 52 3 484 1456 1456 1456 403 2 0 133 483 158 0 160 1452 1455 158 158 158 1453
split_gain=0.000128864 0.000382766 0.000225594 0.00020486 0.000156994 0.000199513 0.000158922 0.000152297 0.000181771 0.00012856 0.00046919 0.000433565 0.000433195 0.000360077 0.00032711 0.000315774 0.000743304 0.000293733 0.000504277 0.000283744 0.00023803 0.000302215 0.000906672 0.000850475 0.00035949 0.000315109 0.000422127 0.000267778 0.000328473 0.000339296
threshold=-0.083449999999999983 0.091580000000000009 0.091475000000000015 0.09227500000000001 -0.45516499999999999 0.055770000000000007 -0.14717499999999997 0.087020000000000014 -0.011544999999999998 -0.096419999999999992 -0.021869999999999997 -0.076234999999999983 -0.091749999999999984 0.11510000000000002 0.099575000000000011 0.091180000000000011 -0.55683499999999986 0.08919500000000001 -0.085804999999999979 0.085895000000000013 -0.22060499999999997 0.10667500000000002 -0.085669999999999982 -0.04016999999999999 0.081315000000000012 -0.097209999999999977 0.10312500000000001 0.096590000000000023 0.085030000000000008 -0.080524999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 -1 6 -6 8 -8 10 11 17 -11 14 15 16 -14 18 -2 -12 -18 25 24 -24 -23 -22 27 28 29 -27
right_child=1 -3 -4 -5 5 -7 7 -9 -10 12 19 -13 13 -15 -16 -17 20 -19 -20 -21 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00022935287085531922 0.00017548221340230497 0.00032083465548088212 -0.00034490568890490708 -0.00030887418797647119 0.00020674745545406814 -0.0002717049951978221 -0.00028659169296160519 0.00017411414993971232 8.2305214759385723e-05 -0.00046776834235060958 0.00014596146200729937 -0.00039254066358842881 -0.00055833052756497641 0.00038496689958265054 -0.00040701408629502113 0.00036001048792968506 0.0003360682386084504 0.00024902593033165551 -0.00048701919185987211 0.00059723078957176769 -0.00028088175937514997 0.00038223755764192906 -0.00094161087128503084 -9.681208533808017e-05 -0.00016050086921060703 0.00036106449730980854 0.00037597571771907354 -0.00029230391160429769 0.0002233232887469374 -2.2495890149246108e-06
leaf_weight=26 27 38 27 24 33 29 34 21 22 20 38 26 24 24 20 24 21 46 20 22 38 26 22 26 23 26 31 30 69 2264
leaf_count=26 27 38 27 24 33 29 34 21 22 20 38 26 24 24 20 24 21 46 20 22 38 26 22 26 23 26 31 30 69 2264
internal_value=0 5.54081e-06 -7.45187e-05 -3.5892e-05 3.81449e-06 -3.83726e-05 2.31424e-05 -5.55455e-05 -0.000141668 1.36182e-06 8.34211e-05 -3.15397e-05 -4.1027e-06 -6.26943e-07 -4.12704e-06 -1.05625e-06 -4.38918e-06 6.93853e-05 -0.000106433 0.000311427 7.71768e-07 -1.98409e-06 -0.000175112 -0.000484012 0.000127483 4.84806e-06 9.33473e-06 4.57714e-06 8.35266e-06 1.87537e-06
internal_weight=0 2905 216 189 165 139 110 77 56 2867 179 119 2688 2668 2644 2624 2600 93 47 60 2576 2555 97 48 49 2458 2420 2389 2359 2290
internal_count=3121 2905 216 189 165 139 110 77 56 2867 179 119 2688 2668 2644 2624 2600 93 47 60 2576 2555 97 48 49 2458 2420 2389 2359 2290
is_linear=0
shrinkage=0.1


Tree=2205
num_leaves=31
num_cat=0
split_feature=50 132 1211 1209 1209 42 0 0 16 3 42 159 403 133 2 160 42 42 1455 480 4 393 130 2 1 4 1 0 1 0
split_gain=0.000124381 0.00123945 0.00172156 0.000740305 0.00048284 0.00033492 0.000519381 0.000664511 0.000440506 0.00040607 0.000381031 0.000325973 0.000299623 0.000283951 0.000319024 0.000605779 0.00054662 0.000410424 0.00037467 0.000302915 0.000269911 0.000246632 0.000218725 0.000228413 0.000211954 0.000442579 0.00022427 0.000925232 0.000416574 0.000682694
threshold=0.089465000000000017 -0.083284999999999984 0.11048500000000001 -0.094304999999999986 -1.0000000180025095e-35 0.088060000000000013 -0.092404999999999973 -0.084144999999999984 -0.071359999999999993 -0.075944999999999985 0.086555000000000007 -1.0000000180025095e-35 -0.065924999999999997 0.087625000000000022 0.089725000000000013 0.032695000000000009 0.083935000000000023 -0.027559999999999998 0.078065000000000009 0.056320000000000009 -0.012509999999999999 0.11170000000000001 -0.23123999999999997 0.31358000000000003 0.14754500000000001 0.51164000000000009 0.13743000000000002 -0.09515499999999999 0.13332000000000002 -0.064754999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 -3 10 -7 -8 9 -9 12 -10 -6 14 15 16 17 -14 -16 -18 -15 22 -5 24 26 -26 28 -28 -24 -30
right_child=1 2 -4 21 5 6 7 8 11 -11 -12 -13 13 20 18 -17 19 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.00060041299965676105 0.00065759917755889134 0.00053345537889981642 -0.00072852074469362087 0.00031300872684699821 0.00037725383074128054 0.00030257859557254795 -0.00059952251100059645 -0.00061505660210968937 -5.9688353827975032e-05 2.2179970692377541e-05 0.00042904520320007582 0.00046150628132636491 -8.8399763571151598e-05 0.00051132203680892758 -2.4935629050520692e-05 -0.00062719569250475622 -0.00057013669080333788 0.00050900321233632935 0.0003983727544740153 -4.3190786558019073e-05 1.0107448179041967e-05 -0.00029421872037848268 -5.6930903695147189e-06 -0.00028769792770617643 -3.6738978178618711e-05 0.00055407219361292112 0.000264439285350818 -0.00053694710025892548 -6.3143319667964857e-05 0.00073571251443354418
leaf_weight=21 31 20 30 22 26 27 29 20 30 20 30 20 23 21 69 21 20 23 30 24 22 29 2330 28 32 21 25 34 23 20
leaf_count=21 31 20 30 22 26 27 29 20 30 20 30 20 23 21 69 21 20 23 30 24 22 29 2330 28 32 21 25 34 23 20
internal_value=0 4.38407e-05 6.16448e-06 -9.09039e-06 5.25656e-05 3.14276e-05 -9.33876e-05 -0.000183229 -4.90895e-05 -0.000296438 9.04018e-05 0.00014879 5.39886e-05 2.07676e-05 -2.7171e-05 -0.000143572 -3.0727e-05 0.000210302 0.00010334 -0.000282712 0.000254887 -4.24727e-06 -9.30038e-07 -3.67841e-06 -4.78188e-07 0.000197356 -4.78954e-06 -0.000197377 -1.24173e-09 0.000308418
internal_weight=0 536 505 2585 475 455 146 119 90 40 309 50 279 253 210 111 90 46 99 44 43 2564 2535 2513 2485 53 2432 59 2373 43
internal_count=3121 536 505 2585 475 455 146 119 90 40 309 50 279 253 210 111 90 46 99 44 43 2564 2535 2513 2485 53 2432 59 2373 43
is_linear=0
shrinkage=0.1


Tree=2206
num_leaves=31
num_cat=0
split_feature=402 4 1213 1210 1204 1203 132 1203 2 15 132 400 43 51 133 1208 12 1209 0 1209 42 484 160 42 48 42 3 16 42 133
split_gain=0.000139079 0.000329851 0.00041239 0.000174863 0.000133229 0.000244493 0.000175802 0.000360715 0.00068152 0.000225253 0.000240348 0.000176353 0.000232707 0.000222344 0.000299091 0.000129646 0.000747788 0.000214548 0.000685797 0.000185134 0.00018336 0.000444333 0.000527416 0.000541427 0.000545033 0.000367239 0.00100954 0.00062889 0.00042411 0.000893551
threshold=-0.45454999999999995 -0.074729999999999977 -1.0000000180025095e-35 0.26755500000000004 0.057120000000000011 -1.0000000180025095e-35 -0.083449999999999983 0.089480000000000018 0.087505000000000013 0.084905000000000022 -0.1075 -0.082934999999999995 1.0000000180025095e-35 0.035765000000000012 -0.37971999999999995 0.098655000000000007 0.093965000000000007 -0.087714999999999987 -0.082724999999999979 -0.074484999999999982 0.10077000000000001 0.090535000000000018 -0.11201999999999999 0.10369500000000002 0.095090000000000022 0.097020000000000009 -0.073309999999999986 0.051380000000000002 0.094725000000000018 0.097125000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 9 15 -9 11 -11 -7 -13 14 -14 17 -17 18 -8 -19 25 22 -22 -24 -25 28 -27 -28 -21 -30
right_child=3 -3 -4 -5 -6 6 7 8 -10 10 -12 12 13 -15 -16 16 -18 19 -20 20 21 -23 23 24 -26 26 27 -29 29 -31
leaf_value=0.000293750672090727 0.00030594205219620983 0.00048237442820436627 -0.00025932598821652519 -0.00029085565190706844 -0.00023118828493170443 0.00017422043897714768 -0.00014847853782829707 0.00072131162974983462 -4.8866977427948132e-05 -7.2192493164700201e-05 -0.00055117346913903021 -0.00032800530813889756 -0.00010687935043802788 -0.00029284955111506865 0.00034662777963183968 0.00029827048474544431 -0.00050848359589710727 -0.00021751795422273856 0.0006521903513930739 -8.1549998191332198e-06 0.00062281454753247093 -0.00027120083874662319 0.00050070706166917701 9.8878710713595178e-05 -0.00037629684422803435 -0.00067208385422418365 -0.0003184024206711911 0.00045639022269328556 0.00043038868620593954 -0.00027146518883595352
leaf_weight=26 26 20 28 21 25 31 23 20 27 22 20 31 33 20 26 20 27 39 20 2207 20 31 27 144 29 30 20 22 60 26
leaf_count=26 26 20 28 21 25 31 23 20 27 22 20 31 33 20 26 20 27 39 20 2207 20 31 27 144 29 30 20 22 60 26
internal_value=0 0.000135458 6.97018e-06 -3.28976e-06 -1.29409e-06 6.21057e-07 -2.04729e-06 4.17623e-06 0.000278869 -9.69985e-05 -0.000300279 -3.64469e-05 -9.58168e-05 -4.7049e-06 9.29712e-05 -5.27068e-07 -0.000165184 2.34131e-06 0.000223926 -1.24744e-06 1.97678e-06 8.32434e-05 0.000133188 8.42251e-05 1.9225e-05 -6.64813e-06 -0.000229027 8.74413e-05 3.34558e-07 0.0002182
internal_weight=0 74 54 3047 3026 3001 2975 2792 47 183 42 141 110 79 59 2745 47 2698 43 2655 2616 251 220 200 173 2365 72 42 2293 86
internal_count=3121 74 54 3047 3026 3001 2975 2792 47 183 42 141 110 79 59 2745 47 2698 43 2655 2616 251 220 200 173 2365 72 42 2293 86
is_linear=0
shrinkage=0.1


Tree=2207
num_leaves=31
num_cat=0
split_feature=1185 1211 2 1212 1200 1203 132 394 402 401 1205 403 15 43 1208 401 133 1213 1186 43 43 12 0 0 120 2 3 43 12 13
split_gain=0.000123745 0.000116525 0.000549029 0.000254892 0.000148755 0.000189065 0.00400008 0.000165777 0.000151343 0.000402695 0.000172377 0.000182522 0.000997781 0.000531 0.000435055 0.000174572 0.000782271 0.000458897 0.00019392 0.0001751 0.000767628 0.000571337 0.000402088 0.000653645 0.000296666 0.000248161 0.000286296 0.000235646 0.000201836 0.000439661
threshold=0.097245000000000012 0.11716500000000001 0.086375000000000021 0.13613500000000003 0.089625000000000024 0.089005000000000015 -0.083284999999999984 0.12358500000000001 -0.45454999999999995 -0.46360499999999999 1.0000000180025095e-35 -0.53960999999999981 0.089740000000000014 -0.032879999999999993 0.098655000000000007 0.11769000000000002 -0.038089999999999992 0.15777500000000003 -0.090804999999999983 -0.24021999999999996 -0.23229999999999998 0.11734000000000001 -0.094654999999999975 -0.083674999999999986 0.091385000000000008 0.097385000000000013 -0.10831999999999999 -0.15879999999999997 0.12757000000000002 0.11217000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 8 9 -1 11 12 13 -10 15 17 -17 18 -13 21 -21 22 -20 -24 27 26 -25 -22 29 -29
right_child=-2 2 -4 -5 -6 6 -8 -9 10 -11 -12 14 -14 -15 -16 16 -18 -19 19 20 24 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=-0.00011554606978527525 0.00023632912656963031 0.00049772562148670365 -0.00015407506944029593 -0.00033585209343784859 0.00021624197115963927 0.00073945204823520851 -0.0011060465000506763 0.00027919109762435606 -0.00046461061720037833 0.00049666525197348426 -0.00029811751155648384 0.00026873414692370434 0.00060890580854651617 0.00022394391375460794 -0.0003631528289962957 -0.00016581954025076068 0.00055281429862848858 -0.00043347367527894678 0.00039341397907422936 -0.00059978059461255652 -0.00028355679815802195 0.00059853387938346714 -0.00056416688478618329 0.00041292388282104017 0.00037711153330747041 -0.00021756868608506573 -6.7192774124281567e-05 -7.2746314693227682e-06 -0.00019910875366032038 0.00033561984233337606
leaf_weight=22 22 24 28 23 31 23 24 21 24 21 20 26 29 21 34 33 28 25 23 22 31 20 21 27 20 21 23 2343 53 38
leaf_count=22 22 24 28 23 31 23 24 21 24 21 20 26 29 21 34 33 28 25 23 22 31 20 21 27 20 21 23 2343 53 38
internal_value=0 -1.67772e-06 0.000146756 -4.21089e-06 -1.68848e-06 -3.9457e-06 -0.00020293 -7.71131e-07 -2.78112e-06 0.000183441 -5.55958e-06 -3.51515e-06 0.000151492 -0.000143285 -7.62941e-06 -3.24024e-06 0.000164045 -7.02947e-06 -3.03355e-06 -5.70803e-06 -1.1682e-05 0.000105232 1.94399e-05 -7.40537e-05 -6.47553e-06 7.09094e-05 0.00019207 -9.5878e-06 -6.09847e-06 -1.80215e-06
internal_weight=0 3099 52 3047 3024 2993 47 2946 2925 43 2882 2862 74 45 2788 2754 61 2693 2668 2642 2507 135 115 92 2485 71 50 2465 2434 2381
internal_count=3121 3099 52 3047 3024 2993 47 2946 2925 43 2882 2862 74 45 2788 2754 61 2693 2668 2642 2507 135 115 92 2485 71 50 2465 2434 2381
is_linear=0
shrinkage=0.1


Tree=2208
num_leaves=31
num_cat=0
split_feature=132 399 1203 130 121 33 9 9 394 129 4 3 16 15 0 132 1201 1211 1212 401 15 402 401 16 1213 403 12 1209 3 0
split_gain=0.000130546 0.000363908 0.000261743 0.000137815 0.000302973 0.000188011 0.000162897 0.000577167 0.000161284 0.000260639 0.000372759 0.000643725 0.000646225 0.000354205 0.000191064 0.000168284 0.000195697 0.000169168 0.000207574 0.000181492 0.00052957 0.000476586 0.000226207 0.000786147 0.000485097 0.000254705 0.000781115 0.00060219 0.000232941 0.000519982
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 -0.22699999999999995 -0.088279999999999983 -0.012019999999999998 0.091600000000000015 0.10629500000000001 -0.0088999999999999982 0.10311000000000002 0.16173500000000005 -0.085384999999999975 -0.072359999999999994 0.083490000000000023 0.22582000000000002 -0.020824999999999996 -0.080364999999999978 0.11817500000000002 0.13613500000000003 -0.06959499999999999 0.095175000000000023 -0.43418999999999991 0.11769000000000002 -0.082039999999999988 0.11395000000000001 -0.53960999999999981 0.092355000000000007 -0.085894999999999985 -0.092644999999999991 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 -6 8 -8 9 10 11 13 -13 -7 15 -10 -17 18 19 20 -18 -21 24 -24 25 26 -23 -27 -29 -30
right_child=1 -3 -4 4 5 6 7 -9 14 -11 -12 12 -14 -15 -16 16 17 -19 -20 21 -22 22 23 -25 -26 27 -28 28 29 -31
leaf_value=-3.9839361621240679e-05 -0.00023712342990620528 0.00031300583553298854 -0.0004196100967237726 0.00036498804512793081 -0.00026204763026153497 -0.00045764516922645274 0.00059486643476702739 -0.00011389951191463129 -0.00028589343350003698 0.00035070555450147369 -0.00035419128169970855 0.00080949365754349849 9.6928853807704799e-05 4.3249558924192877e-05 -0.00031427226218511351 0.00028872631449738273 -0.0001251711805317817 0.00020233939406656042 -0.00030022718807837614 -0.00046180150873070764 0.00050157648287355321 -0.0001567142790008802 0.00069813696682103916 -7.6430115950643088e-05 -0.00040878735036433984 -0.0004624092610199647 0.00054199653095565736 6.392510880527109e-05 -1.0826102690257527e-05 -0.00035894532765351787
leaf_weight=196 24 38 20 23 27 20 20 27 21 32 21 20 35 48 20 23 28 39 24 23 26 32 20 38 30 29 32 413 1728 44
leaf_count=196 24 38 20 23 27 20 20 27 21 32 21 20 35 48 20 23 28 39 24 23 26 32 20 38 30 29 32 413 1728 44
internal_value=0 5.57684e-06 -7.50033e-05 1.50209e-06 3.51651e-06 5.68342e-07 3.10706e-06 0.000187703 -5.24509e-08 9.25569e-05 3.51906e-05 0.00010167 0.000356043 -0.000104072 -6.39457e-06 -3.97984e-06 -1.63893e-06 -4.30389e-06 -7.57065e-06 -4.69559e-06 0.000176596 -8.79344e-06 -4.38973e-06 0.000190662 -9.29137e-06 -4.03023e-06 0.000192641 -9.7154e-06 -3.70711e-06 -1.94701e-05
internal_weight=0 2905 216 2867 2843 2820 2793 47 2746 176 144 123 55 68 2570 2550 2529 2506 2467 2443 54 2389 2366 58 2308 2278 64 2214 2185 1772
internal_count=3121 2905 216 2867 2843 2820 2793 47 2746 176 144 123 55 68 2570 2550 2529 2506 2467 2443 54 2389 2366 58 2308 2278 64 2214 2185 1772
is_linear=0
shrinkage=0.1


Tree=2209
num_leaves=31
num_cat=0
split_feature=33 9 2 10 1186 1186 1186 43 1186 129 120 4 39 0 394 97 34 43 150 43 1372 133 12 457 49 13 4 49 12 15
split_gain=0.000114007 0.000158199 0.000762718 0.000149984 0.000115173 0.000268995 0.000200055 0.000745566 0.00061139 0.000168839 0.00016456 0.000304709 0.00025574 0.000156743 0.000153277 0.000140313 0.00020732 0.000133896 0.000495707 0.000382535 0.00111835 0.000822036 0.000523647 0.000376862 0.00044623 0.000437526 0.000688869 0.000338055 0.000567567 0.000520631
threshold=-0.018454999999999996 0.088235000000000022 -0.14451499999999998 0.10223 0.090275000000000008 0.10211000000000002 0.062435000000000011 -0.012164999999999999 1.0000000180025095e-35 -0.077709999999999987 1.0000000180025095e-35 0.098655000000000007 0.15009500000000003 0.22582000000000002 -0.10421499999999999 -0.086464999999999986 -0.084769999999999984 -0.088704999999999992 0.10375000000000002 -0.085739999999999997 -0.077034999999999978 0.086910000000000015 0.086210000000000023 0.085360000000000005 -0.011734999999999997 -0.085804999999999979 -0.010384999999999998 0.096415000000000015 0.090695000000000012 0.084195000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 8 -8 9 -2 12 -12 13 14 -11 -16 -17 18 23 21 -21 -19 -23 24 25 -18 -27 29 -29 -26
right_child=1 2 -4 -5 5 -7 7 -9 -10 10 11 -13 -14 -15 15 16 17 19 -20 20 -22 22 -24 -25 27 26 -28 28 -30 -31
leaf_value=0.0002126913119573146 -0.00027697533210316165 0.00025699044028600759 -0.00065191922632428564 -0.00011264691960864834 0.00041802816281449938 -9.4407971027976606e-05 0.00020368589810095732 -0.00054764597568594451 0.00055379612953402105 0.00022820957684113334 7.5682447932194928e-05 -0.00047632169502321632 0.00035161157748440192 -0.00027083792513059009 -0.00025655163889972587 0.00030867097243158657 0.0001527142842678586 -0.00062564387128898698 0.00044878471074706139 0.00072390532669877378 -9.4033044113618028e-06 0.00040634666691489871 -0.00029984848584891076 0.00041719820595893038 0.00022217986701703288 -6.8128698554713852e-05 -0.00084875953558366751 0.00012365903151503792 -0.00047222350295933506 -3.7202080364193721e-05
leaf_weight=25 22 23 21 21 21 20 25 28 20 30 20 20 21 21 21 22 20 31 29 21 2154 21 21 23 149 26 20 33 31 161
leaf_count=25 22 23 21 21 21 20 25 28 20 30 20 20 21 21 21 22 20 31 29 21 2154 21 21 23 149 26 20 33 31 161
internal_value=0 -1.71747e-06 -0.000156079 8.05726e-05 1.59282e-06 0.000168059 -6.89834e-07 -0.000193244 2.78493e-06 -9.93002e-07 1.10427e-06 -0.00020032 3.92632e-06 1.34997e-06 3.38194e-06 9.58362e-07 2.91626e-06 4.61294e-07 4.77137e-05 -9.88043e-06 -2.32308e-06 -0.000235048 5.32491e-05 2.25926e-05 1.96553e-06 -0.000237761 -0.000407533 4.42703e-05 -0.000164972 8.74686e-05
internal_weight=0 3096 65 44 3031 41 2990 53 2937 2917 2895 40 2855 2834 2813 2783 2762 2740 492 2248 2175 73 42 463 440 66 46 374 64 310
internal_count=3121 3096 65 44 3031 41 2990 53 2937 2917 2895 40 2855 2834 2813 2783 2762 2740 492 2248 2175 73 42 463 440 66 46 374 64 310
is_linear=0
shrinkage=0.1


Tree=2210
num_leaves=31
num_cat=0
split_feature=130 12 50 132 1211 1209 1209 394 42 0 13 50 52 42 0 403 133 2 160 42 42 44 1455 43 43 484 52 3 160 158
split_gain=0.000106472 0.000320655 0.000117462 0.00109721 0.00163816 0.000666064 0.00037852 0.000243352 0.000215326 0.00039816 0.000618872 0.000438878 0.000330049 0.000294634 0.000254709 0.00022604 0.000239091 0.000270997 0.000467533 0.000406522 0.000371698 0.000370404 0.00104739 0.000302195 0.000251192 0.000162173 0.000562635 0.00044099 0.000403849 0.00038426
threshold=-0.23647499999999996 0.23631000000000002 0.089465000000000017 -0.083284999999999984 0.11048500000000001 -0.094304999999999986 -1.0000000180025095e-35 0.11233000000000001 0.088200000000000014 -0.092404999999999973 -0.083254999999999982 0.11235500000000001 0.15116000000000002 0.086555000000000007 -0.075684999999999988 -0.065924999999999997 0.087625000000000022 0.089725000000000013 0.032695000000000009 0.083935000000000023 -0.027559999999999998 0.099360000000000018 0.078065000000000009 -0.081374999999999989 -0.084359999999999991 -0.096419999999999992 -0.021869999999999997 -0.079379999999999992 0.26071000000000005 -0.46695499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 6 -2 -5 25 13 -10 -11 -12 -13 15 -14 -8 17 18 19 20 -17 22 -19 -21 -18 26 27 -7 -28 -27
right_child=1 -3 3 4 -6 7 8 -9 9 10 11 12 14 -15 -16 16 24 21 -20 23 -22 -23 -24 -25 -26 29 28 -29 -30 -31
leaf_value=-0.00022998835260295894 -0.00057104389360618029 0.00038190210404784672 0.00061879156057858056 0.00047695931367343298 -0.00071078307451292262 9.2706874622143173e-05 0.00032695382139466414 -0.00033665805928070436 0.00028484788329548723 -0.00056768368020938299 -0.0003880113422686312 0.00038872148098352435 0.000183403450937476 0.00036654015675594568 -0.00032128322200151164 -0.00011121629007823724 0.00045753366493559247 -4.4526596842465472e-05 -0.00055882089225287067 -0.00052638715534980985 0.00045730459402440596 -0.00025799376735053753 0.00076356273300758493 -1.7048831543196802e-06 -2.7038205807912167e-05 -0.00039826617180369793 0.00068598167398823025 -0.00045563121864688588 7.156220533943269e-05 -4.1425054874426923e-06
leaf_weight=20 21 22 31 20 30 55 26 22 26 27 24 26 20 32 20 23 23 53 21 21 23 23 23 23 20 25 23 20 20 2358
leaf_count=20 21 22 31 20 30 55 26 22 26 27 24 26 20 32 20 23 23 53 21 21 23 23 23 23 20 25 23 20 20 2358
internal_value=0 1.48332e-06 -1.23484e-06 4.13569e-05 5.84006e-06 -1.01918e-05 5.1196e-05 -5.52362e-06 3.24399e-05 -6.91225e-05 -0.000147783 -2.18123e-05 0.000111351 7.9139e-05 -6.89399e-05 4.61754e-05 1.73207e-05 -2.66684e-05 -0.000133951 -3.48146e-05 0.000173044 9.36179e-05 0.000200027 -0.000252121 0.000232151 -2.6108e-06 0.000111823 -5.35166e-05 0.000400205 -8.27725e-06
internal_weight=0 3101 3079 535 504 2544 474 2523 454 143 117 90 66 311 40 279 253 210 111 90 46 99 76 44 43 2501 118 75 43 2383
internal_count=3121 3101 3079 535 504 2544 474 2523 454 143 117 90 66 311 40 279 253 210 111 90 46 99 76 44 43 2501 118 75 43 2383
is_linear=0
shrinkage=0.1


Tree=2211
num_leaves=31
num_cat=0
split_feature=402 133 43 133 403 133 1208 403 2 402 12 1209 42 1209 1211 1211 1210 1213 402 402 401 4 12 13 0 52 1186 390 42 42
split_gain=0.000132168 0.000310526 0.0003863 0.000146395 0.000567749 0.000333877 0.000285947 0.000427924 0.000953216 0.000349982 0.000273905 0.00022247 0.000423418 0.000395912 0.000165777 0.000184002 0.000168399 0.00012831 0.000155955 0.000198595 0.000316801 0.000488465 0.000430981 0.000429703 0.000307613 0.000217316 0.000173713 0.000253117 0.000170943 0.000359004
threshold=-0.45454999999999995 0.51314000000000015 0.05259500000000001 0.41553500000000004 -0.44023999999999991 0.40945500000000007 0.098655000000000007 -0.5335399999999999 0.083935000000000023 0.30962000000000006 0.10345000000000001 -0.084629999999999997 0.087405000000000024 -0.064814999999999984 0.11541000000000001 0.10809000000000001 -0.094799999999999982 0.14530000000000001 0.13597000000000001 0.11679000000000002 0.087110000000000007 0.25615500000000008 0.090840000000000018 -0.0072999999999999992 -0.084384999999999988 0.086040000000000019 0.090275000000000008 0.087070000000000022 -0.093284999999999993 -0.088669999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 8 -2 11 -6 12 -9 -13 15 16 -15 18 19 20 26 22 23 25 -21 -22 27 28 -18 -30
right_child=3 2 -4 4 10 -7 -8 9 -10 -11 -12 13 -14 14 -16 -17 17 -19 -20 24 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00042772289695373433 -0.00016320243899826893 0.00022665694989976553 -0.00033651205954984543 -0.00047816015484083139 0.00032475026673637334 0.00031184504503685542 -0.00028343117792246631 -7.5682094558777134e-05 0.00081312550726579495 -0.00041113261443873246 -0.00016879976823970953 -0.00039322313028745931 0.00056006285187322642 0.00025696231215260922 0.00024540383127276546 -0.0003058095790038351 7.359480520147467e-05 -0.00024428886731171095 0.00023732282387316919 5.0676993781789432e-05 0.00055593764779835267 -0.00020279351905359096 0.00069124412271776242 -0.00022411632991861552 -0.00049058537143060847 0.00010048355819890277 0.00021318406617085986 -0.00034136305839638226 -0.00025586153089653769 -9.8473680460132496e-06
leaf_weight=24 20 29 21 30 23 34 36 22 20 21 22 26 20 25 27 20 232 22 27 21 22 27 20 20 21 20 35 23 61 2150
leaf_count=24 20 29 21 30 23 34 36 22 20 21 22 26 20 25 27 20 232 22 27 21 22 27 20 20 21 20 35 23 61 2150
internal_value=0 0.000132049 -9.87403e-06 -3.20697e-06 -0.000141189 2.75071e-07 -3.33057e-06 1.44143e-07 0.000324962 -4.39558e-06 8.34591e-05 -1.38908e-06 0.000227054 -4.81694e-06 -1.1752e-06 -3.59968e-06 -1.38244e-06 -3.77364e-06 -1.79852e-06 -4.23301e-06 -7.61639e-07 0.000166123 0.000287596 0.000157387 -0.000219954 0.000339055 -8.03491e-06 -1.11747e-05 -8.06607e-06 -1.66347e-05
internal_weight=0 74 50 3047 75 2972 2938 2902 40 2862 45 2841 42 2799 2773 2746 2726 2701 2679 2652 2610 109 82 62 42 42 2501 2466 2443 2211
internal_count=3121 74 50 3047 75 2972 2938 2902 40 2862 45 2841 42 2799 2773 2746 2726 2701 2679 2652 2610 109 82 62 42 42 2501 2466 2443 2211
is_linear=0
shrinkage=0.1


Tree=2212
num_leaves=31
num_cat=0
split_feature=1211 50 1211 4 2 1213 1186 393 1211 1212 402 403 1209 2 401 12 12 2 1210 1212 12 401 1210 1212 401 52 42 43 51 52
split_gain=0.000125775 0.000541026 0.000385648 0.00027421 0.000375125 0.000260353 0.000176774 0.000242351 0.000137112 0.000112408 0.000130259 0.000267118 0.00115446 0.000779148 0.00021173 0.000516963 0.000774681 0.000296385 0.000253977 0.000226942 0.000599224 0.000400364 0.000217158 0.000234347 0.000156315 0.000330707 0.000239447 0.000154097 0.000935936 0.000298526
threshold=0.087635000000000005 0.096900000000000014 0.092860000000000012 -0.081714999999999996 0.087545000000000026 0.099360000000000018 -0.10142499999999997 0.11333500000000001 0.078255000000000005 0.12349500000000001 0.2506000000000001 -0.54631999999999992 -0.092099999999999987 0.083715000000000026 0.10817500000000001 0.087075000000000014 0.092655000000000015 0.10060500000000001 0.258635 -0.089079999999999979 0.090545000000000014 0.076195000000000013 -0.08453999999999999 -0.063924999999999996 0.087110000000000007 0.084240000000000023 -0.016354999999999998 0.084740000000000024 0.035765000000000012 0.10347000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -5 -6 -1 8 9 10 11 13 -13 -8 18 -16 -17 -18 19 20 21 -14 -21 -24 27 26 -26 -25 29 -29
right_child=1 -3 3 4 5 -7 7 -9 -10 -11 -12 12 14 -15 15 16 17 -19 -20 22 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.00026413144762325549 0.00033603356065353956 0.00046917868176630389 0.00018567155185155571 -0.00052063676448597105 -0.00029251173913334721 0.00018510622484609485 0.00025390262904000424 0.00034468424448277804 -0.0002137971807256221 0.00023388747416902336 -0.00022682430213675478 0.00074093801252144787 0.00073527983091480574 -0.00052528170022979445 0.00030452897713985295 -0.0006631145760184155 0.00024383038424117409 -0.00025852093082600426 0.00035697091487236327 -0.00025264587053763012 -0.00023084608639526943 0.00010253655193082523 0.00027141713836763596 -9.8290083812451449e-07 0.00020816792466212065 0.00048614170620567168 -0.00024987280318912653 5.4521924564051541e-05 -0.00053373914931095594 -0.00026991506280918501
leaf_weight=26 26 30 25 24 21 25 21 20 31 20 26 21 20 33 20 30 23 24 20 35 22 20 31 2217 25 20 21 171 39 34
leaf_count=26 26 30 25 24 21 25 21 20 31 20 26 21 20 33 20 30 23 24 20 35 22 20 31 2217 25 20 21 171 39 34
internal_value=0 8.90308e-05 -5.22076e-06 -9.86167e-05 -0.000200148 -3.29368e-05 -4.52648e-06 -2.23378e-06 -4.60668e-06 -2.36509e-06 -4.00973e-06 -1.97489e-06 2.28422e-06 -0.000222266 -3.31165e-06 -0.000148446 -0.000266102 -1.26894e-05 1.95117e-06 -7.23178e-07 0.00018835 0.000418908 -5.24402e-06 -1.85893e-06 -5.21135e-06 0.000146662 -9.37625e-07 -9.28435e-06 -8.47118e-05 7.12863e-07
internal_weight=0 151 121 95 70 46 2970 2944 2924 2893 2873 2847 2793 54 2772 97 77 47 2675 2655 62 40 2593 2558 2527 66 46 2461 244 205
internal_count=3121 151 121 95 70 46 2970 2944 2924 2893 2873 2847 2793 54 2772 97 77 47 2675 2655 62 40 2593 2558 2527 66 46 2461 244 205
is_linear=0
shrinkage=0.1


Tree=2213
num_leaves=31
num_cat=0
split_feature=1210 1210 1208 1208 1209 401 1212 1211 1211 132 50 12 12 132 15 1210 403 403 52 403 403 1212 1209 403 133 16 133 133 133 16
split_gain=0.000112409 0.000150977 0.000134051 0.000215095 0.000119366 0.000160807 0.000174605 0.000367209 0.000373801 0.000153344 0.000788965 0.000233705 0.000429091 0.000222577 0.000394511 0.000230908 0.000214306 0.000191774 0.000842505 0.000640915 0.000223952 0.000175864 0.000164222 0.000209298 0.000251364 0.000224416 0.000195293 0.000717238 0.00074531 0.000512783
threshold=-0.42132499999999995 -0.14310999999999999 0.11846000000000001 0.098655000000000007 -0.087714999999999987 0.13274500000000003 0.13713500000000003 0.11986000000000001 0.11048500000000001 -0.083284999999999984 0.09227500000000001 0.110195 0.091545000000000015 -0.014954999999999998 0.087685000000000013 -0.083289999999999989 -0.5341999999999999 -0.41825499999999993 0.092965000000000006 -0.50388999999999984 -0.23730999999999999 0.10703000000000001 0.088500000000000009 -0.085804999999999979 0.15630500000000003 -0.080509999999999984 0.10397500000000001 0.099660000000000012 0.095000000000000015 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 9 10 11 12 -6 14 -11 -15 -17 18 19 -18 -19 22 23 25 26 -22 27 28 -25 -28
right_child=1 2 -4 -5 5 -7 -8 -9 -10 13 -12 -13 -14 15 -16 16 17 20 -20 -21 21 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.0002111950907856226 -0.00022128344336975244 0.00017977422134749391 0.00023592399090072527 -0.00027238357095108048 1.7398736317096516e-05 -0.00025875597960596985 0.00025427816662057821 -0.00039074175438145179 0.00032685532592170475 -4.572769324079639e-05 -0.00057842818514473036 0.00023268091551444464 -0.00043037027310044955 0.00027635913070601725 0.00051786939046629093 -0.00024161731204445903 -0.00049340882757124263 -0.0002549527005508675 0.00064370794855979818 0.0002630601086517951 3.5031655107693533e-05 0.00029512689026660159 -0.00022085334828315196 -9.9877695158735476e-06 -0.00028379535817748549 0.00036201710556724723 0.00055790412216496913 -0.00049423041501237702 0.00043128463693369089 2.6942987439475649e-05
leaf_weight=25 31 37 24 29 121 24 27 24 35 27 28 33 26 30 23 37 21 35 24 24 61 20 34 2061 32 32 22 30 39 105
leaf_count=25 31 37 24 29 121 24 27 24 35 27 28 33 26 30 23 37 21 35 24 24 61 20 34 2061 32 32 22 30 39 105
internal_value=0 -1.70538e-06 5.15477e-07 -1.3424e-06 1.26723e-06 -9.52861e-07 1.14381e-06 -1.19361e-06 2.03023e-06 -1.93796e-06 -8.46245e-05 -7.81061e-06 -6.17985e-05 4.53505e-06 0.000213527 5.26769e-07 -2.68432e-06 7.96202e-07 0.00016523 -8.99587e-05 -3.79542e-06 -1.86843e-07 -2.63149e-06 4.83345e-07 -5.49155e-06 0.000147543 -1.54572e-06 -8.72845e-06 -1.79271e-06 0.000118921
internal_weight=0 3096 3065 3041 3012 2975 2951 2924 2900 2865 208 180 147 2657 50 2607 2577 2540 69 45 2471 2436 2416 2382 2289 93 2257 2130 2100 127
internal_count=3121 3096 3065 3041 3012 2975 2951 2924 2900 2865 208 180 147 2657 50 2607 2577 2540 69 45 2471 2436 2416 2382 2289 93 2257 2130 2100 127
is_linear=0
shrinkage=0.1


Tree=2214
num_leaves=31
num_cat=0
split_feature=448 0 457 1374 1375 42 1365 3 0 3 51 159 483 15 15 3 13 16 49 4 3 12 403 130 132 124 16 129 52 42
split_gain=0.000101945 0.000299418 0.000233157 0.000161197 0.000202632 0.00165431 0.000224469 0.00014154 0.000487841 0.000410402 0.000415264 0.000360985 0.000530381 0.000596966 0.000380402 0.000795541 0.0006161 0.000589064 0.000241424 0.000230851 0.00100848 0.00248263 0.000646477 0.00045339 0.000518271 0.000353227 0.000320354 0.000312186 0.000433911 0.000417649
threshold=0.068920000000000023 -0.26343999999999995 0.31508000000000008 -0.096434999999999979 -0.085004999999999983 0.083995000000000014 0.087370000000000017 0.090900000000000009 -0.23001499999999997 0.10299500000000002 -0.091239999999999974 -0.087039999999999992 0.092420000000000016 -0.43375999999999998 -0.016799999999999995 0.11658 -0.13710499999999998 0.066275000000000014 0.092185000000000017 -0.085719999999999977 -0.087044999999999983 0.083645000000000011 -0.55327499999999985 0.091705000000000023 0.09654500000000002 -0.076164999999999983 -0.11118499999999999 0.10260500000000002 0.092965000000000006 -0.095284999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 -6 10 -9 -11 13 -13 16 -16 18 -17 -15 20 23 25 -21 24 26 -22 -10 28 29 -28
right_child=-2 2 -4 4 6 -7 -8 9 19 11 -12 12 -14 14 15 17 -18 -19 -20 22 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00030106315971352161 -0.00022504682128783317 -0.00025721553593029969 -0.00028397496604031468 0.00084142648768399599 -0.00049027138683457113 -0.00034755636216141284 0.00029225145027829478 1.8993719899859014e-05 0.0003670370763095641 -0.00040037686820141975 0.00056936745504572179 -0.00041819063849591969 0.00052135756717949084 0.00017036476059325247 -0.00053656300310480959 -0.0001484832172442613 0.0006034477533022356 0.00055696526425890629 -0.00023384819061324048 0.00051282652863301342 0.00024949919037601875 -0.001328811414956969 1.3505961172307358e-06 0.00041563013913522201 -0.00049253630109571684 -0.0002677250211784286 -0.00035508187174855267 0.00029729702509939671 -0.00042510552990153943 3.1023894287904523e-05
leaf_weight=33 20 24 29 22 21 25 26 26 22 20 29 30 21 45 27 29 27 20 22 25 23 21 2143 24 23 31 32 27 29 225
leaf_count=33 20 24 29 22 21 25 26 26 22 20 29 30 21 45 27 29 27 20 22 25 23 21 2143 24 23 31 32 27 29 225
internal_value=0 1.45144e-06 -1.77124e-06 9.21716e-07 2.97654e-06 0.000208989 -2.85783e-07 -2.87109e-06 -1.02073e-05 6.27084e-05 0.000309191 6.45721e-06 4.32748e-05 -6.92392e-06 6.56526e-05 -0.000100709 0.000200158 0.000139455 3.76381e-05 -6.36675e-06 -7.09578e-05 -0.000406214 7.24861e-06 -5.13529e-06 -3.3343e-05 -4.74258e-05 -1.81632e-06 -2.77421e-05 -5.84276e-05 -1.70515e-05
internal_weight=0 3101 3068 3039 3015 47 2968 2942 2646 296 55 241 221 200 170 76 94 49 67 2625 457 75 2168 382 358 54 335 313 286 257
internal_count=3121 3101 3068 3039 3015 47 2968 2942 2646 296 55 241 221 200 170 76 94 49 67 2625 457 75 2168 382 358 54 335 313 286 257
is_linear=0
shrinkage=0.1


Tree=2215
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 131 12 15 133 394 402 484 4 4 4 42 1213 4 16 13 401 1183 1186 375 42 42 42 42 480 483 50
split_gain=0.000100674 0.00325654 0.00242745 0.000498644 0.000160315 0.000251356 0.000562447 0.000150225 0.00015292 0.000106776 0.000939782 0.00128581 0.000539781 0.000865657 0.000506078 0.000472813 0.000479713 0.000920896 0.000397492 0.000203232 0.000171108 0.00018549 0.000168409 0.000148979 0.000986439 0.000636971 0.000895284 0.000541507 0.000472337 0.000557208
threshold=-0.083284999999999984 0.089165000000000008 -0.087384999999999977 0.10022000000000002 -0.076979999999999979 0.110195 0.088655000000000025 -0.015164999999999998 -0.081209999999999991 0.088375000000000023 -0.081614999999999979 -0.084369999999999987 -0.081714999999999996 -0.080584999999999976 0.099760000000000015 -0.24064499999999997 0.11275500000000001 -0.08595499999999999 -0.011289999999999998 0.10947000000000001 -0.081039999999999987 -0.087099999999999997 0.083605000000000013 0.090240000000000015 0.089810000000000015 0.091295000000000015 0.090835000000000013 -0.089354999999999976 -0.096724999999999992 -0.099524999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 8 -6 19 -11 -12 -13 -14 15 -15 17 -17 -19 20 -4 -22 23 24 27 26 -25 -23 -27 -30
right_child=2 -3 9 -5 5 -7 -8 -9 -10 10 11 12 13 14 -16 16 -18 18 -20 -21 21 22 -24 25 -26 28 -28 -29 29 -31
leaf_value=0.00018950940584545607 -0.0011028236756101251 0.0011910724427055001 -0.0002723001795264123 -0.00053987825129297562 -0.00029934995469981613 0.00027103236672701311 -0.00059665934968506924 0.00018040328473684246 5.8128333526278423e-06 -0.00044865615602702747 0.00066244989406856664 -0.00043835923927624458 0.00069027614275303983 -0.00025792196004961932 -0.00044994314356743074 0.00083575254709854642 -0.000162770613960381 -0.0001486401877627941 0.0003723543230013025 -0.00027655741847680743 0.00029765612770071522 0.00048875656218363235 -0.00027013823507687724 4.7397677932167428e-05 -0.00061329306271444605 -0.00038045982665304716 0.00073840033068942523 -1.0448725711547731e-05 0.00036858568799454425 -1.5169273246201067e-06
leaf_weight=32 20 23 23 20 24 20 20 28 52 32 38 22 21 33 21 23 31 32 27 27 21 22 23 50 27 30 30 1766 44 539
leaf_count=32 20 23 23 20 24 20 20 28 52 32 38 22 21 33 21 23 31 32 27 27 21 22 23 50 27 30 30 1766 44 539
internal_value=0 6.53791e-05 -4.93385e-06 -6.67176e-05 -1.29493e-05 -5.79401e-05 -0.000111 -1.76042e-05 -9.05544e-05 2.68509e-06 6.13617e-05 0.00012717 3.03103e-05 8.51546e-05 9.06149e-06 7.50827e-05 0.000172332 0.000299017 8.9781e-05 -3.62907e-06 -7.67292e-07 1.67991e-06 -7.7584e-07 1.69439e-06 -1.33657e-05 4.11374e-05 0.000306524 -4.30638e-06 6.50302e-06 2.64153e-05
internal_weight=0 219 2902 196 176 144 124 104 76 2882 280 248 210 188 167 146 113 82 59 2602 2575 2552 2531 2508 1815 693 80 1788 613 583
internal_count=3121 219 2902 196 176 144 124 104 76 2882 280 248 210 188 167 146 113 82 59 2602 2575 2552 2531 2508 1815 693 80 1788 613 583
is_linear=0
shrinkage=0.1


Tree=2216
num_leaves=31
num_cat=0
split_feature=50 132 1211 1209 402 42 50 15 1 52 50 2 16 133 0 13 157 130 1 49 13 394 40 120 15 1209 1456 15 402 133
split_gain=0.000102661 0.00122583 0.00143322 0.000642575 0.000403209 0.000298641 0.000433417 0.000279616 0.000510209 0.000283786 0.000437524 0.000669901 0.000421538 0.000425388 0.000368774 0.00035648 0.000227782 0.000209084 0.000196367 0.000264049 0.000191571 0.000187624 0.00018992 0.000399718 0.000179795 0.000768081 0.000641035 0.00112883 0.000429144 0.000912335
threshold=0.089465000000000017 -0.083284999999999984 0.11048500000000001 -0.094304999999999986 0.12317000000000002 0.088060000000000013 0.11413000000000002 -0.092489999999999989 0.099660000000000012 -0.016329999999999997 0.10517000000000001 0.082275000000000015 -0.037154999999999994 0.087495000000000003 -0.087974999999999984 -0.086589999999999986 -0.073574999999999988 -0.23123999999999997 0.10124500000000002 0.087520000000000014 -0.083764999999999992 0.11233000000000001 -0.24290999999999999 0.091385000000000008 0.087575000000000014 -0.077594999999999983 0.091180000000000011 0.087960000000000024 -0.45015499999999992 0.41068500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 5 7 20 8 -3 15 11 -11 13 14 -12 -9 -8 -5 19 -18 -7 22 -19 24 -24 -26 27 -27 -29 -30
right_child=1 2 -4 17 -6 6 16 9 -10 10 12 -13 -14 -15 -16 -17 18 21 -20 -21 -22 -23 23 -25 25 26 -28 28 29 -31
leaf_value=-0.00055916897725269551 0.00065020477512359415 -0.00046822794708229295 -0.0006679828232154251 0.00030321099508331495 0.00046277521012763666 -7.607357432182957e-05 -0.00024046473138566527 -0.00036323252867947781 0.0001304046589731505 0.00019424647634135614 -0.00052793957758694892 0.00088102539681131028 0.00048113515233126234 0.00030640940710257452 2.5625394252864155e-06 0.00011893660140112447 0.00047455993521725758 -0.00031079526874236766 -0.00010437936138971607 -4.5770668128336017e-07 -0.00043883708532194837 -0.00029717001489188989 -1.9731679301424727e-05 0.00042296206546862697 0.00065321679430780939 -0.00065684263198636475 0.00052733469371257042 -0.0003281177729443317 2.0427821793431478e-05 0.00060945478832893842
leaf_weight=21 31 24 30 22 22 24 21 23 35 49 20 20 20 26 38 46 25 20 23 22 37 22 1918 22 20 25 24 31 432 28
leaf_count=21 31 24 30 22 22 24 21 23 35 49 20 20 20 26 38 46 25 20 23 22 37 22 1918 22 20 25 24 31 432 28
internal_value=0 3.98294e-05 2.36084e-06 -8.25862e-06 4.46983e-05 2.43944e-05 -8.98638e-05 8.20928e-05 -0.000113107 0.000129683 0.000198072 0.000393313 6.85378e-05 -2.96996e-05 -0.000180369 -4.17864e-05 4.83895e-05 -3.74649e-06 0.000135046 0.000252211 -0.00029611 -6.40308e-06 -3.86464e-06 -1.4092e-06 -5.17682e-06 4.46736e-05 2.21349e-05 -1.36272e-06 3.2012e-05 5.62816e-05
internal_weight=0 536 505 2585 475 453 152 301 59 242 173 69 104 84 58 69 91 2564 70 47 61 2542 2520 2500 2478 560 540 516 491 460
internal_count=3121 536 505 2585 475 453 152 301 59 242 173 69 104 84 58 69 91 2564 70 47 61 2542 2520 2500 2478 560 540 516 491 460
is_linear=0
shrinkage=0.1


Tree=2217
num_leaves=31
num_cat=0
split_feature=1211 2 1212 1213 12 1213 1186 42 1204 1203 481 1447 2 43 481 1451 1420 157 13 13 13 133 4 12 4 15 52 49 49 13
split_gain=0.000142155 0.000571448 0.000118861 0.000120873 0.000358106 0.000160499 0.000192081 0.000198973 0.000183951 0.000205671 0.000164847 0.00117075 0.000748815 0.000427214 0.000336456 0.000179202 0.00015738 0.000469238 0.00017425 0.00274856 0.00141734 0.00100513 0.000550848 0.00113838 0.001122 0.000752946 0.000574689 0.000513245 0.000893056 0.000547484
threshold=0.11716500000000001 0.086375000000000021 0.13613500000000003 0.12389500000000002 0.087625000000000022 0.104315 -0.091099999999999987 -0.019989999999999997 0.057120000000000011 -1.0000000180025095e-35 -0.086729999999999988 -0.085684999999999997 0.085485000000000019 -0.074974999999999986 -0.084329999999999988 0.087145000000000014 0.056520000000000008 0.63397500000000007 -0.085804999999999979 -0.085384999999999975 -0.086354999999999987 0.10397500000000001 -0.081714999999999996 0.085440000000000016 -0.080924999999999983 0.084905000000000022 -0.21968999999999997 0.091005000000000016 0.08610000000000001 -0.087714999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 -1 9 -8 11 -11 -13 -14 -12 16 17 18 20 -20 21 22 23 25 -24 -16 -26 28 29 -28
right_child=1 -3 -4 4 -6 -7 8 -9 -10 10 14 12 13 -15 15 -17 -18 -19 19 -21 -22 -23 24 -25 26 -27 27 -29 -30 -31
leaf_value=-7.0338571458705707e-06 0.00052332431932882177 -0.00013633812235764646 -0.00022447579758591021 -0.00016254894362646157 0.00033343112434620811 -0.00024219907806712272 0.00027749262562093256 0.00043902979305130433 -0.00029953300157406683 0.00070030381477688658 -0.00030925694728786181 -0.0004372341592071197 0.00045519929531460203 -0.00015122296477091453 0.00020176366495434198 0.00022247855899074827 -0.00028801959007978439 0.00047610434703528883 -0.00095930771954778221 -1.0210866401409426e-05 0.00064421509127391297 0.00059657611596372184 -0.00076479256835723804 0.00065813686113174569 0.00049007191235432405 -0.0005673921789639281 -6.910537640194402e-06 -0.00034162325502100951 0.00063274038504459898 -0.00035146964177981303
leaf_weight=20 24 29 24 24 37 28 26 20 21 26 37 33 26 21 35 34 20 20 31 1942 36 27 22 34 20 20 355 56 20 53
leaf_count=20 24 29 24 24 37 28 26 20 21 26 37 33 26 21 35 34 20 20 31 1942 36 27 22 34 20 20 355 56 20 53
internal_value=0 0.000162377 -2.80508e-06 -1.05735e-06 0.000138291 -3.90692e-06 -1.64899e-06 0.000215998 -4.63557e-06 -2.49568e-06 -5.03393e-06 0.000117346 -7.21153e-05 0.000184245 -9.73062e-06 -5.66366e-06 -8.54617e-06 -6.45352e-06 -1.00941e-05 -2.51232e-05 3.3641e-05 -5.96778e-07 -2.68141e-05 0.000203264 -6.57438e-05 -7.79294e-05 -3.52297e-05 -5.69364e-05 -1.96877e-05 -5.16694e-05
internal_weight=0 53 3068 3044 61 2983 2955 40 2915 2894 2868 106 80 47 2762 2725 2691 2671 2651 1973 678 642 615 89 526 55 504 484 428 408
internal_count=3121 53 3068 3044 61 2983 2955 40 2915 2894 2868 106 80 47 2762 2725 2691 2671 2651 1973 678 642 615 89 526 55 504 484 428 408
is_linear=0
shrinkage=0.1


Tree=2218
num_leaves=31
num_cat=0
split_feature=132 1185 1203 16 130 12 0 16 12 4 42 42 2 130 13 475 156 1429 4 4 0 42 42 1208 1208 402 1213 1212 1211 13
split_gain=0.000120883 0.000389725 0.000379097 0.000120293 0.000302288 0.000401651 0.000298277 0.000287517 0.000772691 0.000433451 0.000308682 0.000447919 0.000465123 0.000612759 0.000649091 0.000369471 0.000728198 0.000310478 0.000687373 0.000562371 0.000335432 0.000210026 0.000235827 0.000308405 0.000762751 0.000533704 0.000806805 0.000298303 0.000255636 0.000229767
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.071345000000000006 -0.22562499999999999 0.13043000000000002 -0.050064999999999991 0.22339500000000004 0.10016000000000001 -0.51843499999999987 0.11066000000000001 0.097020000000000009 0.12198500000000001 0.089785000000000018 0.10591500000000001 -0.24615999999999996 0.15608500000000003 -0.011139999999999999 -0.50427999999999995 -0.49013999999999996 -0.050064999999999991 0.12961500000000001 0.12074000000000001 0.11332500000000002 0.10233500000000001 0.13775000000000001 -0.056829999999999992 0.13713500000000003 0.11986000000000001 -0.17933499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 21 -7 8 -5 -9 11 12 13 14 15 -11 17 18 -17 -19 -21 22 23 24 25 27 -27 28 29 -6
right_child=1 3 -4 7 5 6 -8 9 -10 10 -12 -13 -14 -15 -16 16 -18 19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.2493150023271881e-05 0.00043467696318874095 -0.00034070589220694581 -0.00042230223474756784 -5.984847874961657e-05 -0.00010998932712422886 0.00056439209982509853 3.6354220937937499e-05 0.00041323953798079558 -0.00070955034620551899 -0.00029812222510372521 0.00029613940641866067 -0.00045699922891799364 0.00033259377145013251 -0.00059237224282696847 -0.00054319576619573956 -0.00066229704078068618 0.00064139456066186545 0.00057734319707378743 6.8882385312463165e-05 7.3820238451714572e-05 -0.00035786389351068508 -0.00029720059352588248 0.00030704100036355497 -0.0003716954061452444 0.00062808622024022051 6.2977616228939354e-05 -0.000785763769055761 0.00038123405280533589 -0.00032800643206097781 2.3566824895468756e-05
leaf_weight=195 21 24 27 109 138 23 20 24 22 32 28 25 34 20 22 20 20 20 36 126 21 22 27 21 20 24 21 22 22 1935
leaf_count=195 21 24 27 109 138 23 20 24 22 32 28 25 34 20 22 20 20 20 36 126 21 22 27 21 20 24 21 22 22 1935
internal_value=0 5.44612e-06 -7.11186e-05 2.31413e-06 1.23517e-05 1.60438e-05 0.000318793 -3.93267e-05 -0.000168959 3.50433e-07 -2.41776e-05 -4.8031e-05 -1.89022e-05 -5.66021e-05 -2.05233e-05 2.12905e-05 6.3353e-05 1.15108e-05 -0.000192253 7.98388e-05 1.21511e-05 1.02631e-05 1.32964e-05 9.69625e-06 1.33668e-05 7.68025e-06 -0.000333102 1.49241e-05 1.10774e-05 1.4676e-05
internal_weight=0 2899 222 2878 2319 2295 43 559 131 428 404 376 351 317 297 275 243 223 56 167 147 2252 2230 2203 2182 2162 45 2117 2095 2073
internal_count=3121 2899 222 2878 2319 2295 43 559 131 428 404 376 351 317 297 275 243 223 56 167 147 2252 2230 2203 2182 2162 45 2117 2095 2073
is_linear=0
shrinkage=0.1


Tree=2219
num_leaves=31
num_cat=0
split_feature=1211 43 1209 1200 1211 128 47 42 12 130 394 1213 128 14 12 142 15 15 15 42 133 403 1454 483 52 131 52 481 484 3
split_gain=0.000116306 0.000482525 0.000117855 0.00010175 0.000179014 0.000166281 0.000514996 0.000905168 0.00038659 0.000282174 0.000334691 0.00020384 0.000180895 0.000207544 0.00106015 0.000533973 0.000335535 0.000168727 0.000467447 0.0017411 0.000777135 0.000416768 0.000324434 0.000439382 0.000360863 0.000840619 0.00103117 0.00063074 0.000448416 0.000391854
threshold=0.11716500000000001 0.062770000000000006 -0.14444499999999996 0.089625000000000024 0.11013500000000002 0.090375000000000025 0.10323000000000002 -0.098769999999999983 0.090345000000000023 0.089785000000000018 -0.078674999999999981 0.17417500000000002 0.087235000000000021 0.078235000000000013 0.087075000000000014 -0.057499999999999989 0.082685000000000022 0.087485000000000021 0.088495000000000018 0.085730000000000015 -0.0042999999999999991 -0.5335399999999999 0.094595000000000012 -1.0000000180025095e-35 0.51358000000000004 0.08956500000000002 0.2800700000000001 -0.085894999999999985 0.041405000000000004 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 11 7 9 -9 10 -7 12 13 15 16 -4 -15 21 19 20 -19 -17 23 -20 25 27 -27 -25 29 -29
right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 -12 -13 -14 14 -16 17 -18 18 22 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00023941965599078688 0.00038177195696555307 -0.00024070886531262658 0.00049284412657884375 0.00017612140950551557 -0.00025765204045455906 -0.00018086330499500036 0.00031950567138846965 -0.00084226858452893802 -0.00029113430664957766 -0.00022089636050006976 0.00032229012468656623 0.00027561961959926757 0.00029919421824160965 0.00036181921216969695 -0.00070317879811045711 -0.00042916744081746103 -0.00012364279087965512 0.0003394290418920877 0.00034621384096681143 0.00097909813941138659 -0.00048262323252856731 -1.0054183448040916e-05 -0.00038205392949748786 0.00057444765487161935 0.00038513432548864767 -1.4986732130637393e-06 -0.00096485443878918892 0.00023587945715657302 -0.00044002294942567299 -3.1685387112571855e-05
leaf_weight=20 33 20 22 31 28 20 25 20 35 31 39 27 20 24 25 24 35 23 40 24 23 2081 20 20 23 25 20 70 22 251
leaf_count=20 33 20 22 31 28 20 25 20 35 31 39 27 20 24 25 24 35 23 40 24 23 2081 20 20 23 25 20 70 22 251
internal_value=0 0.000146874 -2.53725e-06 -4.1249e-06 -5.97695e-06 -3.61933e-06 -9.96657e-05 -0.000171937 -0.000491547 2.33807e-05 0.00015173 2.17275e-06 -4.71615e-07 -2.63371e-06 -0.00015742 2.20338e-06 7.38333e-05 -1.84542e-06 4.68857e-05 0.000288641 -7.15971e-05 -1.48327e-05 1.24195e-05 2.917e-05 -2.54033e-07 -2.19794e-05 -0.000429657 2.85592e-05 -3.27106e-06 2.66621e-05
internal_weight=0 53 3068 3048 3017 2989 170 145 55 90 59 2819 2792 2772 84 2688 59 2666 561 70 46 2105 491 471 431 408 45 363 343 321
internal_count=3121 53 3068 3048 3017 2989 170 145 55 90 59 2819 2792 2772 84 2688 59 2666 561 70 46 2105 491 471 431 408 45 363 343 321
is_linear=0
shrinkage=0.1


Tree=2220
num_leaves=31
num_cat=0
split_feature=1211 50 12 132 50 400 43 2 401 15 402 401 133 402 1212 1212 12 15 1209 403 0 2 403 403 402 12 2 2 2 2
split_gain=0.000105894 0.00115633 0.000206892 0.000133985 0.000693365 0.000216443 0.000546191 0.000189071 0.000149399 0.000477682 0.00039536 0.000151028 0.000494976 0.000318492 0.000178959 0.000709958 0.000601042 0.00093263 0.000315316 0.00030216 0.00128426 0.000781267 0.00039118 0.00026244 0.000269837 0.000227558 0.000176907 0.000889004 0.000824187 0.000670331
threshold=0.11048500000000001 0.096900000000000014 0.096525000000000014 -0.083284999999999984 0.09227500000000001 -0.076444999999999985 -0.03898999999999999 0.087545000000000026 -0.06959499999999999 0.095175000000000023 -0.43418999999999991 0.11769000000000002 -0.047229999999999987 0.13628000000000004 -0.087464999999999987 -0.009474999999999999 0.085635000000000003 0.089165000000000008 -0.084519999999999984 -0.5335399999999999 -0.086234999999999992 0.089605000000000018 -0.52336499999999997 -0.41825499999999993 -0.086719999999999978 0.086305000000000007 0.085155000000000022 0.085485000000000019 0.083995000000000014 0.084415000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 7 -5 9 -7 -10 13 -13 14 16 -16 -12 -18 -17 20 -20 -22 -21 -24 25 -25 28 -28 -26 -30
right_child=1 -3 -4 5 -6 8 -8 -9 10 -11 11 12 -14 -15 15 18 17 -19 19 22 21 -23 23 24 26 -27 27 -29 29 -31
leaf_value=-9.6163923537100606e-06 -0.00025708215421457823 0.00073159280102779367 0.00013402519155836974 0.00015550034485109477 -0.00054319741463716915 -0.00010515476498295794 0.00050121603853767736 -0.00024997404904317358 -0.00041775917454050734 0.00053075934466462399 0.00018244148417248984 -0.00017101470501594513 0.00038309151821426654 -0.00040268045937409631 0.0005126807542924157 -0.00039834309893194586 -0.00076345102435745372 0.0001136699176330777 0.0008598827833165637 -0.00042543748435987667 -0.00039475181969464754 0.00041212853800971067 0.00028724046001556299 -0.00049360159504431068 -4.6258281163465006e-07 -7.0759076292493513e-05 -0.00063624617886608062 -9.9375006269077251e-06 0.00071813725906018778 0.00013714632424082431
leaf_weight=187 38 22 21 23 28 27 30 23 23 21 33 28 38 20 27 20 27 22 21 22 30 20 31 20 620 35 23 1549 29 63
leaf_count=187 38 22 21 23 28 27 30 23 23 21 33 28 38 20 27 20 27 22 21 22 30 20 31 20 620 35 23 1549 29 63
internal_value=0 0.000112845 -0.000117874 -3.00673e-06 -7.9106e-05 2.7849e-06 0.000169258 -4.72369e-05 -1.81748e-06 0.000173058 -4.92522e-06 -1.3796e-06 0.000148016 -5.15453e-06 -2.0872e-06 2.66209e-06 -0.000147462 -0.000369642 -2.88382e-06 3.27378e-07 0.000203628 -7.19997e-05 -5.70703e-06 -1.8108e-06 -5.64175e-06 -0.00022452 -3.71039e-07 -1.9101e-05 4.09823e-05 0.000320285
internal_weight=0 81 59 3040 215 2825 76 46 2749 48 2701 2678 66 2612 2592 2510 82 49 2483 2463 71 50 2392 2370 2339 55 2284 1572 712 92
internal_count=3121 81 59 3040 215 2825 76 46 2749 48 2701 2678 66 2612 2592 2510 82 49 2483 2463 71 50 2392 2370 2339 55 2284 1572 712 92
is_linear=0
shrinkage=0.1


Tree=2221
num_leaves=31
num_cat=0
split_feature=132 1186 393 0 12 2 12 16 399 399 43 1375 43 159 2 1452 1373 1371 43 2 13 43 3 482 15 4 2 457 133 160
split_gain=0.0001092 0.00329289 0.00237663 0.000213708 0.000326564 0.000740488 0.000492767 0.000139331 0.000222004 0.000117791 0.000105799 0.000958154 0.000571371 0.00160355 0.000836908 0.00056505 0.000637865 0.000493707 0.000602879 0.00117523 0.000845774 0.000492229 0.000792934 0.000363878 0.000970399 0.000421356 0.000512956 0.000620751 0.000618761 0.00093201
threshold=-0.083284999999999984 0.049580000000000006 0.12679500000000002 -0.087084999999999982 0.11418000000000002 0.097385000000000013 0.090165000000000009 -0.090054999999999982 0.087410000000000002 0.08832000000000001 -0.083434999999999995 -0.15308499999999997 -0.08231999999999999 0.080005000000000007 0.08708500000000001 0.088360000000000008 0.075690000000000021 0.083235000000000017 -0.081289999999999987 0.086330000000000004 -0.086589999999999986 -0.080554999999999974 -0.080734999999999987 0.098465000000000011 -0.47308999999999996 -0.015039999999999998 0.088125000000000023 0.084365000000000009 0.093615000000000018 0.041220000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 7 5 6 9 8 -1 -5 11 -2 13 14 -12 16 23 18 19 -14 -21 22 -20 24 -13 -26 -27 28 29 -28
right_child=2 -3 -4 4 -6 -7 -8 -9 -10 -11 12 15 17 -15 -16 -17 -18 -19 21 20 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.00020714275728789204 0.00066967255496147918 0.0012912368170509582 -0.001091473421547562 -0.00016257037854908656 -0.00045783772505819794 0.00043048376611902017 -0.00058148247092807044 0.00025077718867672457 -0.00023807411998859608 0.00014206837830980394 0.00044978006917517632 0.00070299932336811684 -0.00021859927279553539 -0.00099662093522386963 -0.00040410759181461556 0.00053901013860013336 -0.000467829016685885 -0.00044139772729249668 0.00011307469897226177 0.00015757597765237417 0.0010061826513265259 2.8529259970009144e-06 -0.00071008891146630054 -0.00032207252629935589 8.3667600708157923e-05 8.1475294670478138e-05 -0.00022276215711555005 0.00033581061812583358 8.0789883922989248e-05 -0.00091553314728662371
leaf_weight=21 23 20 20 30 25 24 24 29 24 22 24 21 29 22 22 20 28 25 22 23 24 1884 25 30 368 120 87 20 40 25
leaf_count=21 23 20 20 30 25 24 24 29 24 22 24 21 29 22 22 20 28 25 22 23 24 1884 25 30 368 120 87 20 40 25
internal_value=0 6.80912e-05 -5.13852e-06 -5.4838e-05 -0.000134572 -5.37558e-05 -0.000206674 7.98481e-05 -3.03062e-05 -3.36848e-05 2.40024e-06 3.37981e-05 -9.29174e-06 -0.000294431 4.1399e-05 1.45292e-05 3.34887e-07 2.50316e-07 5.75166e-06 0.000282016 0.000590907 -5.12153e-06 -0.000324778 1.87717e-05 3.37869e-05 1.24938e-05 -7.72048e-05 -0.000187912 -0.000256823 -0.000377399
internal_weight=0 219 2902 199 125 100 76 74 45 52 2882 782 2100 68 46 759 739 2032 2007 76 47 1931 47 711 681 660 292 172 152 112
internal_count=3121 219 2902 199 125 100 76 74 45 52 2882 782 2100 68 46 759 739 2032 2007 76 47 1931 47 711 681 660 292 172 152 112
is_linear=0
shrinkage=0.1


Tree=2222
num_leaves=31
num_cat=0
split_feature=130 10 0 40 121 33 9 3 43 43 1371 150 43 2 1371 1373 1375 9 474 474 3 3 2 0 150 4 12 4 133 12
split_gain=0.000114167 0.00025548 0.000302555 0.000260893 0.000290385 0.000177199 0.000136524 0.000636687 0.000124673 0.000676548 0.000655737 0.000691956 0.000702635 0.000365317 0.000363714 0.000403909 0.000480863 0.000435837 0.000358888 0.000417108 0.000334197 0.00101982 0.000673116 0.000584895 0.000531417 0.000516765 0.000348818 0.00246465 0.00401087 0.00105687
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 -0.081149999999999986 -0.012019999999999998 0.091600000000000015 -0.011549999999999998 -0.082389999999999977 -0.082144999999999982 0.083235000000000017 0.10699000000000002 -0.08287499999999999 0.087995000000000004 0.083235000000000017 1.0000000180025095e-35 -0.4078199999999999 -0.036024999999999995 0.10341500000000002 0.090440000000000006 -0.0049599999999999991 -0.0087149999999999988 0.081135000000000013 -0.26609999999999995 0.11235000000000002 -0.50940999999999981 0.083715000000000026 -0.07712999999999999 -0.0084449999999999994 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 8 -8 10 -10 11 12 18 -13 15 16 -11 -18 19 -7 21 25 -22 -24 -25 -19 27 28 -27 -28
right_child=1 3 -4 4 5 6 7 -9 9 14 -12 13 -14 -15 -16 -17 17 20 -20 -21 22 -23 23 24 -26 26 29 -29 -30 -31
leaf_value=-0.00023815439584723211 -1.5599010623104516e-05 -0.00035304448073951618 0.00052786338743544554 0.00035461674250773681 -0.00025709171583272381 2.3084349059685732e-05 -0.00014027251423353196 0.00059846380725502978 -0.00057961054179551344 -0.00048695585379997892 0.00054654478760009326 -0.0006897514947922901 0.00060845936254952989 -9.2575639913169058e-05 -0.00040477557631675155 0.00031813056553609822 -0.00035588799726351031 -0.00048130457368603422 0.00041860201321965591 -0.0004103421355071275 0.00051352679103288344 -0.00066748485842254017 -0.00042482145922258496 4.3409047422361499e-05 0.00054045795284606436 9.8576440592296424e-05 0.00066927993029821666 0.00012583480324117251 -0.0017760667406643432 1.7271452147074994e-08
leaf_weight=20 21 21 20 23 27 641 28 20 21 21 24 20 21 21 23 38 35 23 22 23 33 24 25 332 23 25 24 101 21 1400
leaf_count=20 21 21 20 23 27 641 28 20 21 21 24 20 21 21 23 38 35 23 22 23 33 24 25 332 23 25 24 101 21 1400
internal_value=0 1.53598e-06 0.000249505 -1.78648e-06 6.40775e-07 -2.05864e-06 2.45101e-07 0.000167534 -2.48522e-06 -1.47686e-05 3.2026e-05 1.55173e-05 3.86791e-05 -0.000383881 -9.2464e-06 -4.96538e-06 -1.08483e-05 -6.00886e-06 2.12368e-05 8.07108e-06 2.0564e-08 -2.04737e-05 8.03104e-05 4.26889e-05 7.56122e-05 -1.0732e-05 -3.84263e-06 -0.000150501 -0.000757239 1.1297e-05
internal_weight=0 3101 41 3060 3039 3016 2989 48 2941 2169 772 748 707 41 2148 2125 2087 2066 686 664 2031 1618 413 380 355 1594 1571 147 46 1424
internal_count=3121 3101 41 3060 3039 3016 2989 48 2941 2169 772 748 707 41 2148 2125 2087 2066 686 664 2031 1618 413 380 355 1594 1571 147 46 1424
is_linear=0
shrinkage=0.1


Tree=2223
num_leaves=31
num_cat=0
split_feature=1453 1455 1455 1456 1446 3 15 1446 1 1447 2 43 16 154 474 156 156 1455 131 13 42 15 15 52 15 131 2 3 16 16
split_gain=0.000112108 0.000158566 0.000196446 0.000210858 0.000198312 0.000940811 0.00199811 0.000572447 0.000492548 0.000686954 0.00127951 0.00065997 0.000655536 0.000253125 0.000215782 0.000258265 0.000215444 0.000208146 0.000219515 0.000568268 0.000438646 0.000195835 0.000177858 0.000452123 0.000321994 0.000614134 0.000919834 0.000299725 0.000292433 0.000654462
threshold=-0.15520499999999995 -0.24112999999999998 -0.097209999999999977 0.12676500000000004 0.083715000000000026 -0.085784999999999986 0.040760000000000005 0.057835000000000004 0.086560000000000012 -0.086359999999999978 0.086285000000000014 -0.065269999999999981 -0.021269999999999997 1.0000000180025095e-35 -0.26322499999999993 0.32232500000000003 0.12734000000000004 -0.088874999999999982 0.11669000000000002 -0.014169999999999999 -0.082179999999999989 0.081070000000000017 0.123935 0.17829500000000004 0.11171000000000002 0.082070000000000018 0.096540000000000015 -0.063074999999999978 0.071345000000000006 0.25084500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 6 -6 13 9 -7 -11 -12 -10 14 -4 16 17 -16 22 -20 -21 -22 24 27 28 26 -26 -24 -19 -30
right_child=1 2 3 -5 5 8 -8 -9 12 10 11 -13 -14 -15 15 -17 -18 18 19 20 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00023599795415066183 0.00021955616442331425 -0.00030562702006483011 -0.00026482438026446731 -0.00030036047759020458 -8.7295724980292796e-05 0.00021423603250493922 0.0011142833661288022 -0.00051178157657638874 0.00048435744222453134 -0.0010026401457434986 -0.00046725050233362711 0.0002264554043449607 -0.00021225352310549089 0.0003236895257335467 -0.00029232287561171689 0.00035853264402248899 -0.00026863533596042542 1.4085958170858204e-05 0.00048075345518608468 0.0003243972695402234 2.7246408080827678e-06 -0.00043450791854411365 -0.00027966978358681839 0.00055524952709674837 0.0003555044516800873 -0.00066635336871037176 -0.00037851336579287345 0.00016088264795221317 -0.00031735341768985063 -1.8535551865423884e-06
leaf_weight=20 33 21 31 23 31 36 25 22 35 20 24 32 22 24 24 20 30 2036 34 23 20 21 23 20 31 21 38 47 90 244
leaf_count=20 33 21 31 23 31 36 25 22 35 20 24 32 22 24 24 20 30 2036 34 23 20 21 23 20 31 21 38 47 90 244
internal_value=0 1.52207e-06 -8.23147e-07 1.27757e-06 3.57177e-06 9.38938e-05 0.000449124 -3.68884e-06 -2.38155e-05 -0.000145605 -0.000316056 -7.08471e-05 0.00021549 3.36382e-07 -2.48253e-06 5.05195e-07 -2.1449e-06 8.47136e-07 3.50427e-06 0.000150373 -2.51412e-05 -0.000221224 -2.14011e-06 0.000135934 -7.19161e-06 -0.000192848 -4.87372e-05 1.61297e-05 -1.41377e-07 -8.68685e-05
internal_weight=0 3101 3068 3047 3024 225 56 2799 169 112 76 56 57 2777 2753 2722 2702 2672 2648 98 64 41 2550 90 2460 90 69 70 2370 334
internal_count=3121 3101 3068 3047 3024 225 56 2799 169 112 76 56 57 2777 2753 2722 2702 2672 2648 98 64 41 2550 90 2460 90 69 70 2370 334
is_linear=0
shrinkage=0.1


Tree=2224
num_leaves=31
num_cat=0
split_feature=448 475 52 43 147 148 448 2 483 151 42 43 12 484 48 151 151 2 31 34 97 9 0 151 2 160 160 3 160 0
split_gain=0.000111857 0.000498239 0.000372128 0.000585374 0.000196119 0.000200419 0.00015373 0.000184011 0.000151846 0.000132371 0.000620009 0.00138132 0.00117219 0.000792514 0.000343612 0.000153112 0.000427528 0.00031604 0.000199421 0.000455465 0.000768295 0.000316016 0.000862795 0.000172127 0.000244645 0.000165156 0.000781497 0.00133719 0.000477566 0.000468532
threshold=-1.0000000180025095e-35 -0.080004999999999979 -0.083374999999999991 -0.09225499999999999 0.095485000000000014 -0.098399999999999974 -0.079159999999999994 0.10803500000000001 -0.47181499999999993 -0.088279999999999983 0.083715000000000026 -0.085594999999999991 0.083815000000000014 0.085790000000000019 0.086665000000000006 -0.085764999999999994 -0.085134999999999975 0.089125000000000024 -0.08539999999999999 -0.057544999999999992 -0.049229999999999996 0.088235000000000022 -0.079829999999999998 -0.083969999999999975 -0.045829999999999989 -0.090484999999999996 -0.085834999999999981 -0.082094999999999987 -0.10151499999999998 -0.090644999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2 -4 -8 -7 10 12 -12 14 -13 -10 17 -17 -11 -18 20 -20 23 -23 -21 -25 28 27 -27 -26 -30
right_child=4 2 6 -5 -6 8 7 -9 9 15 11 13 -14 -15 -16 16 18 -19 19 21 -22 22 -24 24 25 26 -28 -29 29 -31
leaf_value=0.00034434052438221197 -0.00027506118925745026 -3.7738383398391313e-05 0.00019637992903881243 -0.00080283569288440058 0.00025419448821565075 0.00024439918813116561 -0.00033951319283400869 4.5398827555968808e-05 0.00032401669412562037 7.5298218178518475e-05 0.00073891410138458022 0.00024291276709943437 -0.00077853411225078158 -0.00053414605596723659 -0.00012271853346545767 0.00043808764990403281 -0.00029774256576986421 -0.00048014322528615598 -3.206647026153015e-05 -0.00029562315525254239 0.00069376468413975096 -0.00074545146697866066 9.6195676877837766e-05 0.00032355184919889208 1.745942458345215e-05 -0.0010354698414448648 -6.6512118134905823e-06 8.2554933665644225e-05 5.4831601433265452e-05 0.00072358801204245541
leaf_weight=22 26 20 20 20 31 26 23 27 33 21 37 35 20 21 36 22 23 20 35 20 25 21 29 23 370 20 2030 23 22 20
leaf_count=22 26 20 20 20 31 26 23 27 33 21 37 35 20 21 36 22 23 20 35 20 25 21 29 23 370 20 2030 23 22 20
internal_value=0 -9.00866e-05 -0.000176972 -0.000420287 3.9784e-06 1.35612e-06 -3.79348e-05 -0.000131661 3.8073e-06 1.65472e-06 8.42236e-05 0.000264782 -0.000104449 -4.84843e-05 9.09374e-05 -3.862e-06 -9.31229e-07 -0.000195649 -4.56085e-06 -2.00468e-06 0.000270363 -8.34373e-06 -0.000257296 -3.41983e-06 -1.08966e-06 -4.09439e-06 -1.55874e-05 -0.000437457 5.37331e-05 0.000373287
internal_weight=0 132 110 40 2989 2958 70 50 2932 2906 182 93 89 56 69 2724 2683 41 2661 2638 60 2578 50 2528 2508 2485 2073 43 412 42
internal_count=3121 132 110 40 2989 2958 70 50 2932 2906 182 93 89 56 69 2724 2683 41 2661 2638 60 2578 50 2528 2508 2485 2073 43 412 42
is_linear=0
shrinkage=0.1


Tree=2225
num_leaves=31
num_cat=0
split_feature=1453 1455 1455 1456 1447 1447 4 1447 481 1446 1447 1452 1452 1452 1452 51 13 154 50 1446 16 1428 158 16 16 158 1456 1456 50 479
split_gain=0.000112162 0.000123777 0.000164884 0.000172095 0.000152451 0.00156076 0.000873017 0.000534435 0.000499825 0.00031667 0.000257615 0.000148729 0.000434677 0.000434211 0.000349413 0.000185 0.000452119 0.000278888 0.000334453 0.00030511 0.000260161 0.000213716 0.000188468 0.000507282 0.000677835 0.000281029 0.000184727 0.000691091 0.000205456 0.000208544
threshold=-0.087504999999999986 -0.24112999999999998 -0.097209999999999977 0.12676500000000004 -0.086279999999999982 -0.085684999999999997 -0.085594999999999991 -0.084549999999999986 -0.081334999999999977 0.037915000000000011 -0.083354999999999985 0.094585000000000016 0.087590000000000015 0.11609000000000001 0.081315000000000012 -0.43587999999999999 -0.069964999999999986 0.085530000000000009 -0.23848499999999997 0.11229000000000001 0.63636000000000015 -0.042789999999999995 0.10722000000000002 -0.14158499999999996 -0.021269999999999997 0.10490000000000001 -0.062944999999999987 -0.14739999999999998 0.14026500000000003 0.10713500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4 -7 -8 -10 -9 12 14 -13 15 16 -12 18 -17 20 21 -20 25 -24 -25 26 27 -23 29 -28
right_child=1 2 3 -5 5 7 8 10 9 -11 11 13 -14 -15 -16 17 -18 -19 19 -21 -22 22 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00017307413218077273 0.00019470755699633931 -0.00027924856154381167 -0.00070768570641121197 -0.00027057131000733729 0.00088843280027504088 -0.00050064652958618739 0.00036102491067140367 0.00035463302102427757 0.00013007529807509854 -0.0003991987636254635 -0.00010426358832046389 -0.00052731301577296113 0.00047061535158718473 8.2753384776879113e-05 -0.00040361639139952052 0.0003621435016751863 0.00049714769012643959 -0.00035227403757909833 0.00032690029533114287 0.00030866071429045408 -0.00030518701616009432 -0.00016721493664062433 -0.0005484200345919184 0.00043585361140272157 -0.00030024611674136776 0.00035922208917327225 -3.7944010272870625e-06 0.00049527912703979389 -0.00026873033152539927 0.00030551368995061654
leaf_weight=37 33 21 20 23 20 21 29 21 20 26 25 20 20 28 21 26 25 22 20 32 28 31 23 22 29 22 2373 32 29 22
leaf_count=37 33 21 20 23 20 21 29 21 20 26 25 20 20 28 21 26 25 22 20 32 28 31 23 22 29 22 2373 32 29 22
internal_value=0 2.07645e-06 -7.07397e-09 1.92826e-06 4.01256e-06 8.07947e-06 -0.000120649 1.99128e-06 3.58941e-05 -0.00016908 5.66783e-06 3.09651e-06 6.08645e-06 -0.000171441 2.74691e-06 5.83769e-06 0.000196442 2.3223e-06 5.22342e-06 1.73866e-06 -1.99433e-06 1.26706e-06 -1.2543e-06 -0.000158541 1.72871e-05 3.38468e-06 2.36943e-07 0.00016929 -4.15676e-06 -9.53158e-07
internal_weight=0 3084 3051 3030 3007 2912 95 2892 75 46 2871 2850 2802 48 2782 2761 50 2711 2689 2663 2631 2603 2583 74 51 2509 2487 63 2424 2395
internal_count=3121 3084 3051 3030 3007 2912 95 2892 75 46 2871 2850 2802 48 2782 2761 50 2711 2689 2663 2631 2603 2583 74 51 2509 2487 63 2424 2395
is_linear=0
shrinkage=0.1


Tree=2226
num_leaves=31
num_cat=0
split_feature=1447 1447 42 1447 160 157 1453 1453 1453 52 15 159 0 482 482 1 482 12 482 1420 0 2 0 51 51 0 157 4 157 1371
split_gain=0.000107561 0.000785091 0.000409904 0.000404894 0.000341274 0.000138088 0.000103755 0.00014542 0.000325925 0.000182173 0.000376186 0.0002985 0.000267896 0.000195981 0.000440641 0.000838255 0.00054112 0.000840702 0.000481252 0.000171675 0.000241606 0.00051535 0.000370512 0.00186054 0.000685821 0.000361967 0.000249808 0.00134485 0.00100959 0.000877482
threshold=-0.085754999999999984 -0.086359999999999978 0.087665000000000007 -0.084334999999999979 -0.090764999999999985 -0.082009999999999986 -0.083254999999999982 -0.079499999999999987 -0.076539999999999983 0.51358000000000004 0.11295500000000001 -0.44792999999999994 -0.083914999999999976 0.11562500000000002 0.098465000000000011 0.16540500000000002 0.089605000000000018 0.08493500000000001 0.087425000000000017 -0.08341999999999998 0.12500000000000003 0.093680000000000013 0.10455500000000001 1.0000000180025095e-35 -0.09798999999999998 0.15398500000000004 -0.087424999999999989 -0.0094449999999999968 -0.086394999999999986 0.083235000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 -6 -5 -8 -9 11 12 -10 -11 14 15 16 18 -18 19 -13 22 -22 26 24 -24 -23 27 -21 -28 -30
right_child=3 -3 -4 6 5 -7 7 8 9 10 -12 13 -14 -15 -16 -17 17 -19 -20 20 21 25 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.00035048511303362569 0.00033719727620741151 -0.00055794620028401759 0.000401330595559557 -0.00021656142721026715 0.00028930382130511135 -5.2252742321358937e-05 0.00024656261472652357 -0.00037555328994842615 -0.00028831618441876752 0.00016130693062829475 0.00044644573562046776 0.00025686983851930847 -0.00025751022709907069 0.00029219587348684994 -0.00034848195759372582 0.00060482752678976594 -1.6346828612898079e-05 -0.00082909014454344296 0.00048184209555897513 0.0001285365228531807 -0.00022423649090039059 0.00062449226509973723 -0.00025474279078480322 0.00041779921404947975 -0.001082886004660395 0.00012027168762870135 0.00062565560857854923 -0.00063329208406267341 5.4787108818700999e-06 -0.00059021558437962092
leaf_weight=28 36 28 24 22 20 29 24 23 36 42 28 26 24 23 36 23 35 20 21 62 24 24 20 26 20 35 26 37 2274 25
leaf_count=28 36 28 24 22 20 29 24 23 36 42 28 26 24 23 36 23 35 20 21 62 24 24 20 26 20 35 26 37 2274 25
internal_value=0 -8.94062e-05 4.04861e-05 3.85474e-06 -7.19849e-05 8.71581e-05 -2.04916e-07 1.41739e-06 -6.04427e-07 2.3827e-06 0.00013931 -2.22567e-06 9.00978e-06 1.51001e-06 -9.35408e-07 3.70198e-06 -1.46658e-06 -0.00031189 5.04994e-06 1.19745e-06 -1.3861e-06 0.000166454 -6.98076e-06 -0.000240754 -0.000668814 0.000325378 -6.15634e-07 -0.000156187 6.00871e-06 -9.99044e-07
internal_weight=0 129 101 2992 77 49 2956 2934 2910 2887 94 2793 66 2757 2734 2698 2675 55 2620 2599 2573 83 2490 66 40 59 2424 99 2325 2299
internal_count=3121 129 101 2992 77 49 2956 2934 2910 2887 94 2793 66 2757 2734 2698 2675 55 2620 2599 2573 83 2490 66 40 59 2424 99 2325 2299
is_linear=0
shrinkage=0.1


Tree=2227
num_leaves=31
num_cat=0
split_feature=147 150 1375 142 11 1 47 41 1 33 33 41 12 41 9 9 132 1203 132 50 0 130 2 133 12 1210 1 1 9 9
split_gain=0.000103036 0.00013855 0.00036221 0.000123644 0.000182729 0.000203088 0.000276297 0.000222326 0.000175989 0.00020588 0.00017452 0.000186859 0.000605212 0.000293498 0.000285907 0.000629935 0.000171707 0.00341054 0.00214244 0.000331393 0.00033781 0.000466886 0.000225854 0.000158505 0.00019836 0.000154702 0.000141154 0.000583565 0.000250412 0.000362029
threshold=0.11204500000000002 0.12820000000000001 -0.062154999999999995 -0.057499999999999989 -0.014494999999999999 0.15799000000000005 0.13975500000000002 0.11457000000000002 0.14804000000000003 0.085305000000000006 -0.044254999999999996 0.086565000000000017 0.08486500000000001 0.081560000000000007 0.092235000000000011 0.037245000000000007 -0.083284999999999984 0.089165000000000008 -0.076764999999999986 0.090390000000000012 -0.073309999999999986 0.10923000000000001 0.088745000000000004 -0.015164999999999998 0.087830000000000005 -0.42132499999999995 0.14173500000000003 0.13820500000000002 -0.08619499999999998 -0.036024999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 8 9 10 -6 13 -13 14 15 16 17 19 -18 20 21 22 23 24 -12 -20 27 28 -27 -30
right_child=-2 2 -4 4 5 -7 -8 -9 -10 -11 11 12 -14 -15 -16 -17 18 -19 25 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00024679737653059418 -0.00020640158763853835 -7.750532833877236e-05 0.000480878745882018 -0.00028981247133660047 0.00029705353706958708 -0.00025114102004408778 0.00034006060692869751 -0.00032483101628410322 0.00029015857851066228 -0.00023161236788023657 2.2431143882456055e-05 0.00060589639262096696 -7.3157216039752322e-05 -0.00038470661762403326 0.00035881483623101802 -0.00054872087591017289 -0.001036607920541428 0.0013273498450871559 0.00027276390409540561 -0.00039889480982916825 0.00036306811016402208 -0.00044755658099165886 0.00031101952646049146 0.00015312901337165386 -0.0003964625485605211 0.00034640615312604326 0.00024156374602171129 -0.00050349328641617749 -0.00038686665911882303 3.4464226983587698e-06
leaf_weight=20 24 26 21 22 20 32 24 21 21 38 26 21 35 20 22 21 20 20 21 24 22 25 23 25 20 21 24 23 24 2415
leaf_count=20 24 26 21 22 20 32 24 21 21 38 26 21 35 20 22 21 20 20 21 24 22 25 23 25 20 21 24 23 24 2415
internal_value=0 1.59949e-06 0.000171985 -1.02613e-06 -2.66192e-06 -5.61753e-07 2.13265e-06 -6.14735e-07 1.70821e-06 -3.73394e-07 2.68618e-06 6.21888e-07 0.000181488 -3.00061e-06 -2.50564e-07 -3.11891e-06 1.07342e-06 9.40959e-05 -5.68057e-06 -5.53894e-05 3.07955e-06 -6.3473e-05 3.86769e-05 -4.95467e-05 -0.000159697 2.4755e-06 2.11418e-07 -2.12143e-06 2.5662e-06 -3.94296e-07
internal_weight=0 3097 47 3050 3030 3008 2976 2952 2931 2910 2872 2852 56 2796 2776 2754 2733 185 2548 165 141 119 94 71 46 2528 2507 2483 2460 2439
internal_count=3121 3097 47 3050 3030 3008 2976 2952 2931 2910 2872 2852 56 2796 2776 2754 2733 185 2548 165 141 119 94 71 46 2528 2507 2483 2460 2439
is_linear=0
shrinkage=0.1


Tree=2228
num_leaves=31
num_cat=0
split_feature=132 1203 393 2 129 51 0 51 51 403 1 43 120 40 1453 1452 150 51 3 0 4 51 1 0 0 10 15 34 9 34
split_gain=0.000101269 0.000493274 0.000432156 0.000355074 0.000140413 0.000107638 0.000329017 0.000313835 0.000259719 0.000456974 0.000404736 0.000847155 0.000247721 0.000598011 0.000217044 0.000221385 0.000214661 0.000330788 0.000446106 0.000345086 0.000733856 0.000325273 0.000258363 0.000387995 0.000304138 0.000207023 0.00101229 0.000843141 0.000207649 0.000343101
threshold=-0.083174999999999985 0.089005000000000015 0.098330000000000015 0.088055000000000008 -0.082959999999999992 0.082455000000000014 -0.23051499999999997 0.067785000000000012 0.090230000000000019 -0.080719999999999986 0.087325000000000014 -0.0047449999999999992 1.0000000180025095e-35 -0.16692999999999997 -0.082429999999999989 0.089640000000000011 0.093625000000000014 0.11508500000000001 -0.082689999999999986 -0.07847999999999998 -0.0047449999999999992 0.12547500000000003 0.10022000000000002 -0.082284999999999983 -0.036484999999999997 -0.0091199999999999979 -0.098289999999999975 -0.080814999999999984 0.092235000000000011 -0.028109999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 7 -7 12 10 -10 11 -8 13 -6 15 -15 17 18 -11 20 -20 -19 23 -23 -24 26 -16 -28 29 -27
right_child=2 -3 3 -5 5 6 8 -9 9 16 -12 -13 -14 14 25 -17 -18 21 19 -21 -22 22 24 -25 -26 28 27 -29 -30 -31
leaf_value=-9.6271825453023226e-06 0.00024116417086285461 -0.00046568660241232633 0.00060065315152645462 1.8472391711839013e-05 0.00052849275983005227 -0.0002813797780304569 0.00050605650292709478 -0.00036983864265494049 -0.00043279307219563635 -8.4166901880442825e-05 0.00052841276990185529 -0.00040333032506861772 -0.00029193626327469248 -0.00037891651314097429 -0.0005299250663180526 4.7823868394516472e-05 -0.00017343041503668896 -0.00028940055933617258 0.00087543236418591384 8.2389644239810886e-05 0.00012409727351041512 -6.7045058841035972e-05 8.5542568290532622e-05 0.00040692301649519671 -0.00038166269659996034 0.00030864747719484462 -0.00029659638530574742 0.00057104682055069138 -0.00024600312524743266 1.4830293611343021e-06
leaf_weight=195 24 27 22 20 21 29 20 24 20 35 29 21 30 31 39 20 35 32 26 32 26 31 38 39 22 37 21 24 33 2118
leaf_count=195 24 27 22 20 21 29 20 24 20 35 29 21 30 31 39 20 35 32 26 32 26 31 38 39 22 37 21 24 33 2118
internal_value=0 -6.50939e-05 4.98476e-06 0.000323424 3.0347e-07 -1.737e-06 4.40286e-05 -1.00389e-05 6.72721e-05 3.07658e-05 0.000242502 4.0273e-05 -6.40153e-06 -2.74708e-06 -7.54951e-06 -0.000211567 6.01049e-05 8.91929e-05 0.000215785 0.000340765 0.000499765 -3.7974e-06 6.65049e-05 0.000197023 -8.5766e-05 -2.96988e-06 -0.000157029 0.000166147 2.94466e-06 6.75685e-06
internal_weight=0 222 2899 42 2857 2833 435 2398 406 336 70 41 2374 2344 2323 51 316 281 119 84 52 162 130 70 60 2272 84 45 2188 2155
internal_count=3121 222 2899 42 2857 2833 435 2398 406 336 70 41 2374 2344 2323 51 316 281 119 84 52 162 130 70 60 2272 84 45 2188 2155
is_linear=0
shrinkage=0.1


Tree=2229
num_leaves=31
num_cat=0
split_feature=155 16 2 155 155 12 1429 1429 1429 157 484 157 1446 1374 1375 150 157 16 51 52 12 157 157 150 151 4 151 457 15 447
split_gain=0.000103086 0.000195562 0.000556658 0.000361329 0.000167911 0.000492298 0.000234818 0.000233693 0.00037137 0.00014756 0.00168265 0.000803955 0.000530236 0.000360888 0.00125067 0.000443775 0.000419722 0.000942728 0.000312741 0.000378655 0.000297382 0.000199417 0.000207479 0.000200934 0.000242188 0.000321908 0.000195269 0.000402175 0.000569641 0.000300509
threshold=0.14721000000000004 0.62925500000000012 0.11067500000000001 0.12509500000000004 0.10626500000000001 0.094070000000000015 -0.13895999999999997 -0.081904999999999992 -0.066319999999999976 -0.087424999999999989 0.085790000000000019 -0.086394999999999986 0.085345000000000018 0.087855000000000016 -0.081379999999999994 0.090480000000000019 -0.082414999999999988 -0.008069999999999999 0.078435000000000019 -0.015539999999999998 0.084795000000000023 -0.081889999999999991 -0.080544999999999992 0.12706500000000001 0.092070000000000013 0.063160000000000008 0.056735000000000001 0.10378500000000002 -0.052074999999999989 0.094005000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 -1 -8 -9 10 12 -11 18 16 -15 -16 17 -13 19 -10 -19 -18 -23 24 26 -26 27 29 -29 -24
right_child=-2 2 -4 -5 5 -7 7 8 9 11 -12 13 -14 14 15 -17 21 20 -20 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00027177739380022107 0.00018447642835477988 0.00011639778613243835 -0.00047817976296608963 0.00042547784298221816 -0.00046181446302617936 0.00011598914318407575 -0.00029905647644717161 0.00043151011399459091 9.3011031626870306e-05 0.00056847026571631436 -0.00092406237824997389 0.00080667061556596311 -0.00040805030337651263 -0.00089274057419970639 -0.00023683665832504631 0.00037897651914549487 -0.00027717929031216326 0.00023978429116224025 -4.5753063340014657e-05 0.0006670931198550534 -0.00029300506459549068 0.00027691066088327384 -1.1458195169563906e-06 0.00025994743457353065 -1.4791758313191221e-05 -0.00050862337203315378 0.00024924588675099998 4.0907086377442084e-05 -0.00067945936898468069 0.00037882157346411121
leaf_weight=32 30 32 31 20 29 30 26 20 27 25 21 21 20 20 25 22 26 22 39 20 20 27 2356 29 33 22 31 23 21 21
leaf_count=32 30 32 31 20 29 30 26 20 27 25 21 21 20 20 25 22 26 22 39 20 20 27 2356 29 33 22 31 23 21 21
internal_value=0 -1.79046e-06 -0.000176172 1.8377e-06 -9.7906e-07 -0.000168016 2.36281e-06 -5.92713e-07 2.0915e-06 -8.99922e-07 -0.00010628 3.97735e-06 5.57338e-05 -1.21291e-06 -0.000230422 5.14163e-05 4.5778e-06 0.000259607 0.000163591 0.000337301 -1.39249e-05 -1.628e-06 1.16729e-06 -1.76846e-06 -4.79589e-06 -0.000212324 -1.40889e-07 -3.33419e-06 -0.000302904 2.21107e-06
internal_weight=0 3091 63 3028 3008 59 2949 2917 2891 2871 127 2744 106 2719 67 47 2652 63 86 47 42 2589 2563 2536 2507 55 2452 2421 44 2377
internal_count=3121 3091 63 3028 3008 59 2949 2917 2891 2871 127 2744 106 2719 67 47 2652 63 86 47 42 2589 2563 2536 2507 55 2452 2421 44 2377
is_linear=0
shrinkage=0.1


Tree=2230
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 131 400 394 42 130 393 129 394 129 2 12 3 43 12 130 42 394 13 10 10 0 0 42 42 16 1210
split_gain=9.68459e-05 0.0028889 0.00196676 0.000433859 0.000143559 0.000233743 0.000138874 0.000154629 0.000298235 0.000110397 0.000117626 0.000102495 0.000128399 0.00045456 0.000331882 0.000728758 0.000635536 0.000401993 0.000358828 0.000321541 0.00025008 0.000199684 0.000492101 0.000895817 0.000617927 0.00027055 0.000235402 0.000279518 0.000738955 0.000590603
threshold=-0.083284999999999984 0.10450500000000001 -0.087384999999999977 0.089480000000000018 -0.076979999999999979 0.10782000000000001 -0.0074349999999999998 -0.021469999999999996 0.087230000000000016 0.098330000000000015 -0.082959999999999992 -0.13579999999999995 0.083780000000000007 0.083715000000000026 0.089410000000000003 -0.094874999999999987 -0.09225499999999999 0.095330000000000012 0.086880000000000013 -0.14899999999999999 -0.08151499999999999 0.24813000000000004 -0.38124499999999995 -0.15282499999999996 -0.062764999999999974 -0.078704999999999983 -0.095859999999999987 -0.087819999999999981 -0.081414999999999987 -0.42132499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 -6 8 -8 10 -4 -12 19 -14 18 -16 -17 -18 20 -13 -15 22 24 -24 -21 -23 -25 28 -28 -29
right_child=2 -3 9 -5 5 -7 7 -9 -10 -11 11 12 13 14 15 16 17 -19 -20 21 -22 25 23 26 -26 -27 27 29 -30 -31
leaf_value=0.00019028115523269664 -0.00099307035387028006 0.0012097843356605154 0.00022029787990807869 -0.00049275043333182108 -0.0001446615245691242 -0.00029780804276595456 -0.00030726366371492905 0.00025411030305001666 0.00019520415592490248 0.00017853800912104949 -0.00019239912819882325 -0.00039622995148723325 0.00042115283144994464 -0.00024676839038247951 0.00065370618269133211 -0.00040002305524047604 0.00055626514342293381 -3.0731777282458749e-05 -0.00046832504515557298 -4.4588576129171999e-05 0.0001210222295234345 8.0960701710025146e-06 -0.00067167049041017891 0.00023502604661708966 0.00074149449803371679 -0.000474491353573588 -0.00068034742778929128 0.00050720656012265904 -1.4777401731302288e-05 -2.0804358507740147e-06
leaf_weight=32 20 20 24 20 36 29 21 34 27 35 28 21 32 29 22 26 20 28 22 20 51 26 20 42 20 21 22 23 69 2281
leaf_count=32 20 20 24 20 36 29 21 34 27 35 28 21 32 29 22 26 20 28 22 20 51 26 20 42 20 21 22 23 69 2281
internal_value=0 6.4124e-05 -4.83912e-06 -5.10178e-05 -1.66215e-06 -4.34457e-05 1.9067e-05 9.09479e-05 -2.46255e-05 2.01884e-06 -1.51226e-07 -2.0254e-06 -1.18252e-07 7.1458e-05 1.49417e-05 0.000148393 -1.83495e-06 0.00021385 -0.00011066 -6.5364e-06 -1.23019e-05 -3.31959e-06 5.24147e-07 -5.14014e-06 0.000348453 -0.000207528 3.29949e-07 -3.78581e-06 -0.000175684 3.00359e-06
internal_weight=0 219 2902 199 179 147 118 82 48 2882 2847 2823 2795 230 198 96 74 48 102 2565 80 2544 2497 2457 40 47 2437 2395 91 2304
internal_count=3121 219 2902 199 179 147 118 82 48 2882 2847 2823 2795 230 198 96 74 48 102 2565 80 2544 2497 2457 40 47 2437 2395 91 2304
is_linear=0
shrinkage=0.1


Tree=2231
num_leaves=31
num_cat=0
split_feature=130 42 1205 401 401 401 1209 1212 1212 12 3 1212 403 1212 1211 1211 1213 43 1210 16 1210 42 4 4 49 1374 16 151 4 2
split_gain=0.000106165 0.000230252 0.000125926 0.000118856 0.00013951 0.000342515 0.000292374 0.000157622 0.000757702 0.000521464 0.000935335 0.000310214 0.000277686 0.000229187 0.000221662 0.000334206 0.0001514 0.000190633 0.000149032 0.000595717 0.000332816 0.00024738 0.000143815 0.00139181 0.00176751 0.000917484 0.000626152 0.000776114 0.000609803 0.000511346
threshold=-0.23647499999999996 0.15665000000000004 0.09993500000000001 0.13571500000000003 0.11916500000000001 0.11444000000000001 -0.092684999999999976 -0.089079999999999979 -0.082209999999999991 0.087005000000000013 -0.080564999999999984 -0.040879999999999993 0.15011500000000003 0.13713500000000003 0.11986000000000001 0.11048500000000001 -0.09280999999999999 -0.0043399999999999992 -0.079504999999999978 -0.081414999999999987 -0.05860499999999999 0.084145000000000011 -0.010655 -0.008819999999999998 -0.008624999999999999 0.086000000000000007 -0.15241499999999997 -0.14960499999999996 -0.0082299999999999995 0.08647500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 9 -9 -8 -11 -10 13 14 15 16 17 -13 19 -18 -20 -21 25 24 -24 26 -22 -28 -25 -30
right_child=1 -3 -4 -5 -6 -7 7 8 11 10 -12 12 -14 -15 -16 -17 18 -19 20 21 22 -23 23 28 -26 -27 27 -29 29 -31
leaf_value=-0.0002296570660566033 -0.00035710816560110647 0.00033148310141682273 -0.00025087662157602608 0.00018962110413915732 -0.00021576666503581997 0.00039407935275283473 0.00047088406544692894 -0.00060168013449237194 0.00036697437146516603 -0.00057457538149763082 0.00026519402828044906 -5.0132731792893119e-06 -0.00028169249469231418 0.00030943087088720255 -0.00032458282020386486 0.00035163531924977347 -0.00046334466209042478 0.00040007655154026693 0.00028892446858569599 0.00031516855063576566 -0.0005137091085780412 -0.00016103003057651224 -1.2284591117777918e-05 -0.00044317168616426865 0.0010504207234620919 -0.00070066472515463831 0.00047026396796079074 -2.1153151820193941e-05 0.00010307519203116819 -3.9727967448663628e-05
leaf_weight=20 23 21 20 33 30 22 30 21 23 21 36 26 35 24 21 27 33 21 39 24 25 20 34 31 29 20 33 1231 370 778
leaf_count=20 23 21 20 33 30 22 30 21 23 21 36 26 35 24 21 27 33 21 39 24 25 20 34 31 29 20 33 1231 370 778
internal_value=0 1.48118e-06 -7.6883e-07 8.65861e-07 -1.19193e-06 9.55969e-07 -1.95116e-06 8.15983e-07 -3.2107e-06 0.000133419 -4.41947e-05 1.20838e-06 -1.77376e-06 1.74281e-06 -9.30802e-07 1.54884e-06 -1.93397e-06 0.000175984 -5.06939e-06 -0.000142168 -9.93483e-07 9.87147e-05 -5.42578e-06 1.89498e-05 0.000476897 -2.85537e-05 -1.81253e-05 -8.32343e-06 -5.52066e-06 6.29744e-06
internal_weight=0 3101 3080 3060 3027 2997 2975 2952 2865 87 57 2844 2821 2786 2762 2741 2714 47 2667 77 2590 44 2551 1242 63 1309 1289 1264 1179 1148
internal_count=3121 3101 3080 3060 3027 2997 2975 2952 2865 87 57 2844 2821 2786 2762 2741 2714 47 2667 77 2590 44 2551 1242 63 1309 1289 1264 1179 1148
is_linear=0
shrinkage=0.1


Tree=2232
num_leaves=31
num_cat=0
split_feature=33 9 2 40 130 374 4 11 1 46 44 39 376 47 0 1 47 47 0 132 132 15 132 50 15 15 160 3 15 124
split_gain=0.000107146 0.000135693 0.000901468 0.000107452 0.000222063 0.000109012 0.00011897 0.000265883 0.000305609 0.000184631 0.000187041 0.00012662 0.000145424 0.000158126 0.00071494 0.00200239 0.000662116 0.000407106 0.000313195 0.000260617 0.000330273 0.00426795 0.00178113 0.000439542 0.000285451 0.000502339 0.000540576 0.00052462 0.000337951 0.000343963
threshold=-0.012019999999999998 0.091600000000000015 -0.15339499999999998 -0.24290999999999999 -0.22229499999999999 0.092550000000000007 0.62931500000000018 -0.014494999999999999 0.15618500000000002 0.096120000000000011 0.082070000000000018 -1.0000000180025095e-35 -0.10865999999999999 0.092165000000000011 -0.10224499999999999 0.10781 0.088915000000000008 0.09585500000000001 -0.26343999999999995 -0.44750499999999993 -0.083284999999999984 0.091650000000000023 -0.076764999999999986 0.087730000000000016 -0.11713499999999999 -0.41396999999999995 0.084770000000000026 -0.082594999999999988 -0.10653 -0.088289999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 -6 9 10 11 -9 -13 16 15 -15 18 -16 -14 -20 21 23 -22 -21 25 -24 27 -27 -26 -30
right_child=1 2 -4 4 5 -7 -8 8 -10 -11 -12 12 13 14 17 -17 -18 -19 19 20 22 -23 24 -25 28 26 -28 -29 29 -31
leaf_value=-0.00019473878648048931 -0.00021635386434631392 -0.00016704289856451479 0.0006710757927586591 0.00031014938703383848 0.00036191213788697499 0.00021510343978424436 -0.00020499807603833878 -0.00020596920924807212 -0.00037525031776484952 0.00024160943125494787 -0.00030849442526232457 0.00026925671321805569 0.00038509594520465251 -0.0009841771774768734 0.00042449774733871568 0.0001130525003342579 0.00043855327755279314 -2.9292539652371306e-05 -0.00032396366672765001 1.2805826810546461e-05 -0.00094837244076188647 0.0015038600404477622 -2.8521157969891573e-05 -0.00049755619882489558 -0.0003836651167148375 0.00013646297926698026 -3.6803593091597718e-05 0.00081219477870035921 0.00037012698521721177 -1.0658550885889184e-05
leaf_weight=28 23 33 21 23 20 23 29 30 22 31 20 20 21 29 22 39 35 195 25 108 20 20 94 20 24 20 27 27 24 2048
leaf_count=28 23 33 21 23 20 23 29 30 22 31 20 20 21 29 22 39 35 195 25 108 20 20 94 20 24 20 27 27 24 2048
internal_value=0 1.76291e-06 0.000158892 -1.02912e-06 6.12942e-07 -1.76572e-06 -3.44518e-06 -1.45775e-06 -3.94573e-06 -1.12797e-06 -3.7517e-06 -1.61165e-06 5.6391e-07 -1.3567e-06 -7.1948e-05 -0.000354884 6.64908e-06 1.67138e-05 5.48743e-07 -2.73798e-06 5.64088e-07 0.000145332 -8.81666e-06 -6.69382e-05 -5.16694e-07 0.000124904 0.000319795 0.000524649 -1.05695e-05 -6.24791e-06
internal_weight=0 3093 54 3039 3016 2993 2970 2941 2921 2899 2868 2848 2818 2798 285 68 2513 217 2478 2457 2432 148 2284 128 2264 168 74 47 2096 2072
internal_count=3121 3093 54 3039 3016 2993 2970 2941 2921 2899 2868 2848 2818 2798 285 68 2513 217 2478 2457 2432 148 2284 128 2264 168 74 47 2096 2072
is_linear=0
shrinkage=0.1


Tree=2233
num_leaves=31
num_cat=0
split_feature=130 12 147 142 11 33 1 45 1429 155 1419 157 474 0 12 4 0 3 1429 1429 1455 1456 1456 51 150 50 13 51 1 33
split_gain=0.000105541 0.000223323 0.000106724 0.000192654 0.000159103 0.000152314 0.000147501 0.000222699 0.000287682 0.000463696 0.00017152 0.000882437 0.00025672 0.000195308 0.000571464 0.000972091 0.000398517 0.000275524 0.000236706 0.00033139 0.000289285 0.00023803 0.000401583 0.000202405 0.000454831 0.000309401 0.00027603 0.000394247 0.000273966 0.000286504
threshold=-0.23647499999999996 0.23631000000000002 0.11204500000000002 -0.057499999999999989 -0.014494999999999999 -0.044254999999999996 0.15799000000000005 0.084355000000000013 -0.23752499999999996 0.14786500000000002 0.091465000000000005 -0.06482499999999998 0.11147000000000001 0.12411500000000002 0.086345000000000019 -0.49405499999999997 0.10455500000000001 -0.24462999999999999 0.087700000000000014 0.092020000000000005 -0.24112999999999998 -0.16130999999999998 -0.12206499999999998 0.123935 0.12820000000000001 0.11669000000000002 -0.078279999999999975 0.14431500000000003 0.14754500000000001 0.085305000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 8 -7 10 12 -12 13 16 17 -16 18 -15 20 -20 -10 -22 -23 24 28 -25 -27 -28 29 -24
right_child=1 -3 -4 4 5 6 -8 -9 9 -11 11 -13 -14 14 15 -17 -18 -19 19 -21 21 22 23 25 -26 26 27 -29 -30 -31
leaf_value=-0.00022898089591762984 0.00031010028465971117 0.00031895146795167507 -0.00022545697173059342 -0.00026923303455326028 0.00027571850347158034 -0.00038017595041310419 -0.00023831422866596067 0.0002414399315488194 0.00034699634549421415 0.00042920699296519163 0.00031065650407981595 -0.00056572620664223068 0.00031884618934691392 0.000126904524222482 0.00082625584806616343 -7.3786473876680247e-05 -0.0003382663438161318 -0.00039799909784051126 -0.00038919886983175941 5.8046487004806599e-05 -0.00025361147038622861 0.00044819663162343204 -7.112768530623417e-08 -0.00038072975534825156 0.00039105061698743764 0.00026669887922015854 0.00014742828013064962 -0.00045832743139313109 0.0003427471732720733 -0.0003060707456297091
leaf_weight=20 20 22 21 22 20 20 26 38 24 25 20 27 25 20 24 24 36 20 37 30 37 20 2358 35 30 23 21 22 23 31
leaf_count=20 20 22 21 22 20 20 26 38 24 25 20 27 25 20 24 24 36 20 37 30 37 20 2358 35 30 23 21 22 23 31
internal_value=0 1.47682e-06 -7.91592e-07 7.51238e-07 -1.28529e-06 6.69233e-07 -1.16688e-06 9.09161e-07 -2.20822e-06 3.87709e-07 -3.32566e-06 -0.000192797 -1.90031e-07 -3.02339e-06 0.000143607 0.000376235 -7.75512e-06 -0.000135547 -3.33357e-06 -0.00018894 1.40562e-06 -1.78445e-06 1.85097e-06 -1.65941e-06 4.07813e-06 -0.000140383 -1.29263e-05 -0.000162493 -7.34962e-07 -4.04182e-06
internal_weight=0 3101 3079 3058 3038 3016 2996 2970 2932 2912 2887 47 2840 2815 88 48 2727 40 2691 67 2624 2600 2563 2543 2442 101 66 43 2412 2389
internal_count=3121 3101 3079 3058 3038 3016 2996 2970 2932 2912 2887 47 2840 2815 88 48 2727 40 2691 67 2624 2600 2563 2543 2442 101 66 43 2412 2389
is_linear=0
shrinkage=0.1


Tree=2234
num_leaves=31
num_cat=0
split_feature=156 474 1425 1426 447 447 151 153 0 147 474 155 155 472 474 42 1420 474 1427 1427 3 3 403 16 133 4 132 2 399 401
split_gain=0.000120745 0.000432913 0.000211088 0.00026008 0.00017614 0.000303541 0.000350903 0.00021233 0.000271559 0.000288219 0.000184408 0.000190752 0.000297231 0.000205184 0.000318227 0.000259366 0.000190953 0.000234747 0.000298793 0.000813681 0.000166709 0.00111525 0.000524292 0.00218533 0.000860263 0.000510271 0.000376392 0.00269963 0.00219992 0.000496616
threshold=0.3248100000000001 0.11986500000000001 0.10129000000000002 1.0000000180025095e-35 0.088380000000000014 0.090460000000000013 -0.08212499999999999 0.086100000000000024 -0.26343999999999995 0.092780000000000015 -0.42010499999999995 0.11562500000000002 0.10772000000000002 -0.082054999999999975 0.11134000000000001 0.085935000000000025 -0.084814999999999988 0.10135500000000001 0.089335000000000012 0.078535000000000008 -0.081164999999999987 -0.080934999999999993 -0.5335399999999999 -0.079504999999999978 0.40431 -0.51843499999999987 -0.083284999999999984 0.083935000000000023 0.091255000000000017 0.10997500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 8 -1 10 -10 12 13 15 16 -12 -15 18 19 20 22 -22 23 -18 -25 -23 27 -24 29 -28
right_child=-2 -3 -4 -5 5 6 -8 -9 9 -11 11 -13 -14 14 -16 -17 17 -19 -20 -21 21 25 26 24 -26 -27 28 -29 -30 -31
leaf_value=0.00034669495438245814 -0.00022827780491712949 0.00045418984677997375 -0.00032521129818633202 0.00030971548489846845 -0.00044420373402923974 0.00024035025292375525 -0.00022365125717045979 -0.00032250490046862982 0.00030125105618935779 0.0003269169479608536 8.4088194062528412e-06 -0.00024249096503340162 0.0003295343354154654 0.0002969280969063264 0.00038732059523075203 -0.00048398433980764824 0.0011172125969592757 -0.00027938571208412007 0.00028764787720449804 -0.00055261353295969057 -0.0007314766809114107 -0.00042130666523007679 0.0011766013100648046 -0.00043046532012120785 0.00042204493147437463 -4.129375323362194e-06 2.0632446524147008e-05 -6.1897179545088548e-05 -0.0010474053361394908 -0.000482418389437953
leaf_weight=23 23 21 20 27 24 28 39 20 20 27 23 33 27 21 21 20 22 31 35 27 22 30 22 29 20 1293 1045 88 20 20
leaf_count=23 23 21 20 27 24 28 39 20 20 27 23 33 27 21 21 20 22 31 35 27 22 30 22 29 20 1293 1045 88 20 20
internal_value=0 1.69477e-06 -1.39343e-06 7.25103e-07 -2.02828e-06 -0.000139049 -2.97402e-05 2.21429e-06 4.43916e-06 1.72097e-06 -1.33944e-06 -3.46362e-06 -6.62521e-07 -3.85912e-06 -4.64968e-07 -0.000220611 -3.45341e-06 -5.78625e-06 -2.61319e-06 -6.46427e-06 -8.16614e-07 -2.53316e-05 2.52281e-05 0.000289241 -8.2502e-05 -1.35892e-05 9.54202e-06 0.000185803 -8.32771e-06 1.11855e-05
internal_weight=0 3098 3077 3057 3030 91 67 2939 2919 2896 2869 2849 2816 2789 2746 43 2725 2704 2673 2638 2611 1345 1266 71 49 1323 1195 110 1085 1065
internal_count=3121 3098 3077 3057 3030 91 67 2939 2919 2896 2869 2849 2816 2789 2746 43 2725 2704 2673 2638 2611 1345 1266 71 49 1323 1195 110 1085 1065
is_linear=0
shrinkage=0.1


Tree=2235
num_leaves=31
num_cat=0
split_feature=132 1185 15 132 0 13 132 2 403 16 130 44 0 1 447 483 457 1374 484 49 151 160 15 2 42 52 120 12 33 52
split_gain=0.000130245 0.000563907 0.0003129 0.000153273 0.000131542 0.0002892 0.000168585 0.000128519 0.000186725 0.000222395 0.000166122 0.000107849 0.000255585 0.00115122 0.000158887 0.000146153 0.000146995 0.000199136 0.000164599 0.00173234 0.00107208 0.000522467 0.000495228 0.00091902 0.000514001 0.000439341 0.000403861 0.000663629 0.000310186 0.000307498
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.050879999999999988 -0.073309999999999986 0.056795000000000005 -0.26625499999999996 0.085955000000000018 -0.089609999999999981 -0.085254999999999984 0.0084900000000000028 0.099360000000000018 -0.24955499999999997 0.10781 0.094580000000000011 -0.47181499999999993 0.41022000000000008 -0.096434999999999979 0.091180000000000011 0.11236 -0.5145249999999999 -0.077609999999999985 -0.56020999999999987 0.10222000000000002 0.086555000000000007 -0.43851499999999993 0.091385000000000008 0.22926500000000002 -0.012019999999999998 0.11808500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 6 -1 8 -8 -10 -9 12 13 -5 15 -14 17 -17 20 21 -19 22 -20 24 29 -23 27 28 -22 -24
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leaf_value=-0.00029214225126096333 0.00052196871727660653 0.00025354235385748324 -0.00037416350969579073 0.00072630609565353752 -0.00023151002635670551 0.00035327001380556751 0.00016947582850910048 -5.0771739662867846e-05 5.9458787322712504e-05 -0.00035094840873611132 0.00033359408513537015 -0.00017996255483012649 0.00022362147514098162 -0.00031106773501960567 -0.00026361569053614918 -0.00029111008552717976 0.00023457408364125655 -0.00070373321825834207 -0.00036409855849342423 0.00094468860216217034 -0.00037739156396128238 -4.9380310464095186e-06 -0.00046091445660947461 0.00073777778332283651 0.00029423108583279448 -0.00059826413853443234 -0.00045007316541159528 0.00057479879040329258 -1.7947039059872777e-07 6.2026027378372171e-05
leaf_weight=23 21 24 30 23 27 21 22 23 23 31 22 33 29 20 23 24 26 22 20 21 22 26 23 23 38 24 20 20 2395 22
leaf_count=23 21 24 30 23 27 21 22 23 23 31 22 33 29 20 23 24 26 22 20 21 22 26 23 23 38 24 20 20 2395 22
internal_value=0 5.6531e-06 -7.38213e-05 1.88568e-06 -2.68929e-05 6.58993e-06 -4.39676e-05 3.20611e-06 -7.60971e-05 -0.000176145 0.00013714 -2.30562e-07 1.87194e-06 0.000243807 -1.87291e-06 3.12238e-07 -2.06339e-06 -4.34212e-06 -1.77021e-06 8.6208e-05 -8.76162e-06 -1.62244e-05 9.23114e-05 0.000178427 2.34256e-05 -0.000289735 -2.53884e-06 1.13399e-06 -3.61293e-06 -0.000205255
internal_weight=0 2899 222 2878 192 165 144 121 76 54 45 2854 2821 43 2778 2755 2726 2700 2676 197 2479 176 126 106 83 50 2457 2437 2417 45
internal_count=3121 2899 222 2878 192 165 144 121 76 54 45 2854 2821 43 2778 2755 2726 2700 2676 197 2479 176 126 106 83 50 2457 2437 2417 45
is_linear=0
shrinkage=0.1


Tree=2236
num_leaves=31
num_cat=0
split_feature=12 130 12 133 142 447 147 483 147 11 33 9 9 483 50 133 0 157 12 2 131 483 132 483 0 43 45 1456 132 1
split_gain=0.000118006 0.000352989 0.000208101 0.000369262 0.000299493 0.000137674 0.000228599 0.000149627 0.000196259 0.000155703 0.000161628 0.000232189 0.000724036 0.000146943 0.000185924 0.0010879 0.00068949 0.000267255 0.000267567 0.000595373 0.000342434 0.000327964 0.000293811 0.000268785 0.000239312 0.000218894 0.000199 0.000201278 0.000190158 0.00357332
threshold=0.23631000000000002 -0.22562499999999999 0.12757000000000002 0.017095000000000003 -0.057499999999999989 0.094580000000000011 0.097430000000000003 -0.47181499999999993 0.090335000000000013 -0.014494999999999999 -0.018454999999999996 0.092235000000000011 0.084755000000000011 -0.24282999999999996 -0.099524999999999988 0.090665000000000009 -0.067094999999999988 0.63604500000000008 0.11351500000000002 0.10444500000000002 -0.076979999999999979 -0.096724999999999992 -0.26056499999999994 -0.088009999999999991 -0.26343999999999995 -0.064334999999999989 0.084355000000000013 0.12676500000000004 -0.083284999999999984 0.089475000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 -6 9 -9 -11 12 13 -12 15 16 -15 18 20 -20 -16 -22 -23 -24 -25 -18 27 28 29 -26
right_child=-2 2 3 -5 5 -7 -8 8 -10 10 11 -13 -14 14 17 -17 25 -19 19 -21 21 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=0.00037591625942150133 -0.00022567432416785189 0.000361866619863102 -0.00041953187546823757 6.4731533389168636e-05 0.00022915991347482697 -0.00022107224129805608 0.00029692817398217113 -0.00027167246173900953 -0.00024940162256825715 0.00026564227338657593 -0.00019955607325149082 0.00025181733637711864 -0.00052902221751327701 -0.00037886719841885179 0.0003827450521688055 0.00066779102697702396 0.00045830248098354792 -0.0003655433625681326 -0.00047624687198953732 9.8872906831578197e-05 0.00029873425421002948 -0.00037366147125361579 -0.00036311681469669566 0.00034947119478601963 -0.00012229875141402078 -9.5588510157540456e-06 0.00024984301265078556 -0.00031710253839264626 -5.2921511205926356e-06 0.0012793261602796107
leaf_weight=25 23 23 32 31 28 28 26 21 32 23 36 36 26 36 24 28 20 20 36 36 37 21 20 20 105 20 32 20 2234 22
leaf_count=25 23 23 32 31 28 28 26 21 32 23 36 36 26 36 24 28 20 20 36 36 37 21 20 20 105 20 32 20 2234 22
internal_value=0 1.67543e-06 -1.36915e-06 -0.000181244 2.39566e-06 -3.72281e-07 1.71613e-06 -9.00822e-07 -3.11828e-06 -3.75126e-07 1.62251e-06 -5.23997e-07 -3.77652e-06 1.15893e-06 3.80475e-06 0.00013494 -6.1373e-05 -1.38676e-06 1.40692e-06 -0.000188687 6.80604e-06 3.21284e-06 -1.20685e-06 1.98172e-06 4.98294e-06 0.000224372 2.12767e-06 -1.20156e-06 1.47443e-06 0.000120502
internal_weight=0 3098 3073 63 3010 2987 2959 2933 2905 2873 2852 2829 2793 2767 2731 104 76 2627 2607 72 2535 2511 2474 2453 2433 40 2413 2381 2361 127
internal_count=3121 3098 3073 63 3010 2987 2959 2933 2905 2873 2852 2829 2793 2767 2731 104 76 2627 2607 72 2535 2511 2474 2453 2433 40 2413 2381 2361 127
is_linear=0
shrinkage=0.1


Tree=2237
num_leaves=31
num_cat=0
split_feature=44 0 150 447 457 1374 1375 151 1429 484 48 13 160 457 151 457 151 150 49 12 31 34 4 9 2 1 16 16 160 3
split_gain=0.000116344 0.000197498 0.00101471 0.000138138 0.000115209 0.00016423 0.000126188 0.000157014 0.00145322 0.0017906 0.000537665 0.00103015 0.000470617 0.000314601 0.000295646 0.00021634 0.000206299 0.000354509 0.00020022 0.000185431 0.000185176 0.000278755 0.00054939 0.000259503 0.000455384 0.000347851 0.000206675 0.000561468 0.000952511 0.000441656
threshold=0.099360000000000018 -0.24955499999999997 1.0000000180025095e-35 0.094580000000000011 0.41022000000000008 -0.096434999999999979 0.097315000000000026 -0.088279999999999983 0.083985000000000018 0.085790000000000019 0.087555000000000008 -0.08231999999999999 0.085130000000000011 0.097000000000000017 -0.08688499999999999 0.08457000000000002 0.26665000000000005 0.12558000000000002 0.15266500000000002 0.083370000000000014 -0.08539999999999999 -0.057544999999999992 0.08184000000000001 0.09055500000000001 -0.080614999999999978 0.13332000000000002 -0.0087049999999999992 -0.0048099999999999992 -0.013324999999999998 -0.16726499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 8 9 10 11 -7 -13 14 -9 16 17 20 19 -12 -16 22 -22 24 -23 -25 29 28 -28 -26
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leaf_value=0.00068941900972276928 -0.00018676957591775466 -0.00026146985601371853 -0.00028239726754171506 -0.00023997370699362365 0.00021048350043621701 0.00087431864154970519 0.00019563281587607259 -0.00036092928949864989 0.00087141643210391837 -0.00077349636797477547 -0.00041878397736581972 -0.00021477003481575391 0.00042523858144704723 -0.00037531345499345389 -0.0002946833011678378 0.00019016969138114105 -0.00031724963849964776 0.00041683961804665163 0.00016582751498693445 -1.026505301706493e-05 0.00054507093805619255 0.00045958583547893624 -5.5301017216282034e-05 -0.00048500048634685718 0.00038066993201937296 6.9719513994641609e-05 -0.00064622695055349102 -2.5623628366020934e-05 0.00018058631354837088 5.4267124645786111e-06
leaf_weight=22 33 24 21 24 26 23 33 23 21 26 20 27 20 23 22 58 21 20 24 25 27 21 35 26 32 20 38 781 22 1583
leaf_count=22 33 24 21 24 26 23 33 23 21 26 20 27 20 23 22 58 21 20 24 25 27 21 35 26 32 20 38 781 22 1583
internal_value=0 1.99591e-06 0.000214811 -1.00936e-06 8.89064e-07 -9.30454e-07 1.17421e-06 -1.00998e-06 8.79124e-05 -1.18063e-05 0.000130668 0.000325933 5.75741e-05 -7.01999e-06 -3.91602e-06 -8.81536e-07 -5.06619e-06 -2.57063e-06 -6.74267e-05 -0.000191829 -5.7882e-06 -3.32951e-06 0.000206151 -8.47728e-06 -4.1068e-06 -0.000243818 -8.0716e-06 -4.82708e-05 -0.000343062 1.28619e-05
internal_weight=0 3088 43 3045 3021 2995 2971 2938 186 165 139 70 47 2752 2729 2706 2648 2627 69 45 2607 2585 62 2523 2477 46 2456 841 60 1615
internal_count=3121 3088 43 3045 3021 2995 2971 2938 186 165 139 70 47 2752 2729 2706 2648 2627 69 45 2607 2585 62 2523 2477 46 2456 841 60 1615
is_linear=0
shrinkage=0.1


Tree=2238
num_leaves=31
num_cat=0
split_feature=132 132 1203 130 121 33 9 1 4 12 45 40 124 2 97 1 1 4 40 455 52 14 15 4 2 15 15 13 13 48
split_gain=0.000106403 0.00048872 0.000341051 0.000107204 0.000195983 0.000183488 0.000175181 0.000628559 0.000124485 0.000229376 0.000164071 0.000138267 0.000164841 0.000293731 0.000177989 0.000281896 0.000379816 0.000304603 0.000165704 0.000153117 0.000218797 0.000168371 0.000462451 0.000494078 0.000253894 0.000252409 0.00113062 0.0010473 0.000852286 0.00134866
threshold=-0.083174999999999985 -0.050879999999999988 0.089005000000000015 -0.23647499999999996 -0.081149999999999986 -0.012019999999999998 0.091600000000000015 0.12958500000000003 0.62931500000000018 -0.23059999999999997 0.094030000000000016 0.10214500000000001 -0.087144999999999986 0.092875000000000013 -0.084639999999999979 0.13756000000000004 0.13501500000000002 0.41257000000000005 -0.08440499999999998 0.079195000000000015 -0.016329999999999997 -0.23960999999999996 -0.23060499999999998 0.42051500000000003 -0.0091949999999999983 -0.10203999999999998 -0.096999999999999989 -0.013024999999999998 -0.016469999999999995 0.088120000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 8 -8 9 -7 11 12 13 -11 -14 16 18 -17 -16 21 -21 -20 23 -23 -24 28 27 -27 -26 -30
right_child=1 3 -4 4 5 6 7 -9 -10 10 -12 -13 14 -15 15 17 -18 -19 19 20 -22 22 24 -25 25 26 -28 -29 29 -31
leaf_value=-2.0602424442469598e-05 0.00042857335143640669 -0.00022958530447795059 -0.00039981841497744127 0.00023139712009012599 -0.0002596946012797869 0.00027607571838113168 0.0006185847927190481 -0.00012106342473998666 -0.000214690380272697 0.0004202468631494692 -0.00022025360449333677 -0.00023811060418665875 -0.00029804217534547207 -2.0848484554234249e-05 -0.00021043861280132487 -2.679977278906639e-05 -0.00043796534155262636 0.00040743921014447029 0.0001947540425029475 0.00035210825662943538 -2.1033060902757853e-05 -0.00069347936019767084 -0.00027856850820171534 -6.7332227693193332e-06 -1.4660835077485449e-05 -1.9666365551529454e-05 5.5386364850316942e-06 -0.001043045012629591 0.0010555455171429044 9.2700448086751362e-06
leaf_weight=195 27 20 27 37 27 30 20 27 27 26 34 24 20 36 37 30 20 35 43 30 33 20 32 22 133 20 2019 20 22 28
leaf_count=195 27 20 27 37 27 30 20 27 27 26 34 24 20 36 37 30 20 35 43 30 33 20 32 22 133 20 2019 20 22 28
internal_value=0 5.10954e-06 -6.67233e-05 1.1285e-06 2.74641e-06 -2.58942e-07 2.25353e-06 0.00019368 -1.02888e-06 1.09672e-06 -1.97682e-06 8.23713e-07 3.00742e-06 0.000164127 -8.88603e-07 1.44751e-06 -3.94268e-06 0.000207021 -4.1261e-07 2.79588e-06 0.000156653 -1.31307e-06 -4.95335e-06 -0.000333755 1.11951e-06 5.11149e-06 -4.89156e-06 -0.000531356 0.000117659 0.000469631
internal_weight=0 2899 222 2872 2852 2815 2788 47 2741 2714 2684 2650 2626 62 2564 2544 2479 65 2459 2422 63 2359 2316 42 2274 2242 2059 40 183 50
internal_count=3121 2899 222 2872 2852 2815 2788 47 2741 2714 2684 2650 2626 62 2564 2544 2479 65 2459 2422 63 2359 2316 42 2274 2242 2059 40 183 50
is_linear=0
shrinkage=0.1


Tree=2239
num_leaves=31
num_cat=0
split_feature=448 0 46 1428 473 471 475 471 153 40 120 16 16 52 11 156 15 1429 156 2 2 2 42 12 0 11 4 2 47 47
split_gain=0.000107024 0.000226725 0.000138897 0.000225842 0.000646279 0.000237413 0.000204238 0.000164592 0.000308812 0.000258194 0.000366876 0.000176924 0.000568026 0.00116874 0.00030414 0.000823299 0.000605771 0.000303853 0.000369734 0.000411329 0.000515075 0.000487936 0.000929917 0.000490501 0.000263552 0.000246562 0.000226529 0.000559521 0.000225363 0.000383934
threshold=0.068920000000000023 -0.26609999999999995 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 -0.50059999999999982 0.10338500000000002 0.08351500000000002 -0.24290999999999999 0.093680000000000013 0.15891500000000003 0.22339500000000004 -0.07278999999999998 0.090070000000000025 0.12734000000000004 0.040760000000000005 -0.026244999999999997 0.091155000000000014 0.11474000000000002 0.12437500000000001 0.10912000000000001 -0.088249999999999981 0.096830000000000013 -0.065229999999999996 0.10221500000000001 -0.17966999999999997 0.092635000000000009 0.13283000000000003 0.12282000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 8 9 -8 11 25 13 -13 15 16 17 -14 19 21 -21 22 -19 24 -24 26 27 -11 29 -28
right_child=-2 2 -4 4 5 6 7 -9 -10 10 -12 12 14 -15 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00032137112125796692 -0.00023058370090438984 -0.00026743193611764585 0.0001892035810382559 0.00056619906245032332 -0.00033144661997952925 0.00031675508347689179 -0.00035392695952915737 -0.00027035219068436518 0.0003803037838744266 -0.00015372083520372238 0.00042479794850805772 6.4538311213254926e-05 -0.00042545465665170927 -0.00094740789139732015 0.00031247463356703524 -0.00065502916972729429 0.00046394577072351247 -0.00069599935348378498 0.00026718956099725086 -0.00071376467676600444 -7.0630797832756912e-05 0.00042366645260093113 5.0176117999725194e-05 0.00034966815203208378 -0.00030653376160283668 0.00035464409247651932 -3.6830020207654318e-06 0.00042318329762565556 -0.00029588262237106953 0.0004258201659900979
leaf_weight=22 20 32 38 20 22 20 21 23 21 29 20 25 20 21 25 21 25 20 38 20 33 24 53 36 34 20 2331 40 26 21
leaf_count=22 20 32 38 20 22 20 21 23 21 29 20 25 20 21 25 21 25 20 38 20 33 24 53 36 34 20 2331 40 26 21
internal_value=0 1.48715e-06 -7.98477e-07 -3.17272e-06 -3.62388e-07 -4.15336e-06 -1.72652e-06 -3.88791e-06 -1.79192e-06 -4.55596e-06 -2.01023e-06 -4.99282e-06 -6.7129e-05 -0.000397437 -2.35927e-05 -4.95238e-05 -7.55811e-06 -4.99595e-05 -2.08514e-05 -7.06039e-05 -0.000313323 6.42663e-06 -6.35996e-05 3.92296e-05 -8.92277e-05 4.95602e-06 2.09793e-06 0.000180716 -3.08486e-06 1.51848e-07
internal_weight=0 3101 3079 3041 3009 2989 2967 2947 2924 2903 2882 2862 395 46 349 324 303 278 258 220 53 167 143 123 87 2467 2447 69 2378 2352
internal_count=3121 3101 3079 3041 3009 2989 2967 2947 2924 2903 2882 2862 395 46 349 324 303 278 258 220 53 167 143 123 87 2467 2447 69 2378 2352
is_linear=0
shrinkage=0.1


Tree=2240
num_leaves=31
num_cat=0
split_feature=33 9 3 34 33 9 43 45 12 12 133 156 484 159 16 12 403 15 132 2 393 1209 12 43 157 157 157 11 11 4
split_gain=9.94697e-05 0.000132649 0.000290064 0.000194373 0.000156355 0.000277965 0.000964871 0.000190697 0.000126296 0.00115178 0.00197222 0.000605103 0.00055966 0.000917569 0.000610616 0.000488297 0.00136236 0.00114475 0.000963154 0.00389 0.00268802 0.000654066 0.000713179 0.00090918 0.000772819 0.000644723 0.000585672 0.000693212 0.000670086 0.000558495
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 -0.097449999999999981 0.082285000000000011 -0.036024999999999995 -0.081779999999999978 0.094030000000000016 0.090165000000000009 0.089570000000000025 1.0000000180025095e-35 -0.087794999999999998 0.10126500000000001 -0.056644999999999994 -0.48836499999999994 0.09141500000000001 -0.074254999999999988 0.091475000000000015 -0.083284999999999984 0.087545000000000026 0.09389500000000002 -0.074484999999999982 0.092200000000000018 -0.083879999999999996 -0.37756999999999991 -0.06482499999999998 -0.04831499999999999 0.094350000000000003 0.087575000000000014 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5 8 9 -7 -11 -10 14 -14 -13 16 -16 -18 19 -17 21 -20 23 -23 -24 -26 -27 28 -28 -25
right_child=1 2 -4 4 -6 7 -8 -9 11 10 -12 12 13 -15 15 18 17 -19 20 -21 -22 22 24 29 25 26 27 -29 -30 -31
leaf_value=0.00021188390515321359 0.00031194762479572094 0.00013043663375789211 -0.00034786326759785882 0.00012276917537250978 0.00023025289330438808 4.7251166869879772e-06 -0.00072096919909160097 -0.00023088931027554543 0.00045451764890458435 6.9986411606647465e-05 0.0012594625336350873 0.00036862290647919648 7.8188808402046561e-05 -0.00087970950306043955 0.00036672184506382374 0.0015276916031871225 -0.00018396893963323568 -0.00098921575834258241 -0.00047866978646448721 -9.3252087505166668e-05 -0.0011325544399865479 -0.00015092431334778669 -0.00056998692033812404 0.00099148192835855301 0.00044938125511786591 -0.00054424294842950378 -1.0208704673530276e-05 0.00048835737893737304 -0.00059868558484595276 0.00024415689040324651
leaf_weight=22 20 21 32 33 29 1715 23 35 26 46 20 39 20 20 28 20 55 26 29 57 22 25 25 20 30 21 595 27 20 20
leaf_count=22 20 21 32 33 29 1715 23 35 26 46 20 39 20 20 28 20 55 26 29 57 22 25 25 20 30 21 595 27 20 20
internal_value=0 -1.50417e-06 -0.000158348 1.2249e-06 -8.28791e-07 -3.06482e-06 -0.000223766 1.13759e-06 3.93213e-06 2.0501e-05 0.000430434 -2.22982e-05 -3.35786e-05 -0.00040076 -1.97096e-05 -3.45576e-05 -0.000234584 -0.000442443 -1.06247e-05 0.000327772 -4.18675e-05 -1.23169e-05 4.95541e-06 0.000322149 -2.37599e-05 -4.0547e-06 -2.45722e-05 -7.57359e-06 -2.93462e-05 0.000617819
internal_weight=0 3099 53 3046 3026 2997 56 2941 2906 1781 66 1125 1099 40 1059 1020 109 81 911 77 834 812 783 65 718 693 663 642 615 40
internal_count=3121 3099 53 3046 3026 2997 56 2941 2906 1781 66 1125 1099 40 1059 1020 109 81 911 77 834 812 783 65 718 693 663 642 615 40
is_linear=0
shrinkage=0.1


Tree=2241
num_leaves=31
num_cat=0
split_feature=132 399 1203 4 2 131 3 12 403 130 15 33 9 12 41 42 16 16 2 13 15 0 1 1 1 13 38 1 1 1
split_gain=0.000119099 0.000507557 0.000265751 0.000114433 0.000184511 0.000466278 0.000387868 0.000229554 0.000167896 0.000113465 0.000187433 0.000158768 0.00015006 0.00145346 0.000144657 0.000513712 0.000217573 0.000332503 0.000671285 0.000435172 0.000246843 0.000356667 0.000179797 0.00135862 0.00064923 0.000948379 0.000520414 0.000426912 0.00121878 0.00079019
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 -0.085034999999999986 0.089320000000000024 -0.076979999999999979 -0.073309999999999986 0.091325000000000003 -0.085604999999999987 -0.22699999999999995 -0.5556049999999999 -0.012019999999999998 0.086220000000000005 0.08486500000000001 0.08690500000000001 0.095885000000000012 -0.5335399999999999 -0.5435399999999998 0.10774000000000002 -0.029529999999999997 -0.49307999999999996 -0.23811499999999999 0.107145 0.10557500000000002 0.11146500000000002 -1.0000000180025095e-35 0.088570000000000024 0.096255000000000021 0.095285000000000022 0.09697500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 -1 7 -6 -7 8 -5 -2 -11 -12 14 -14 16 -16 17 18 19 -13 -18 -22 23 26 25 -24 27 28 -23 -29
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leaf_weight=36 24 38 20 21 23 26 32 25 33 38 24 20 28 31 20 38 23 28 22 26 24 1867 45 34 329 34 25 23 20 144
leaf_count=36 24 38 20 21 23 26 32 25 33 38 24 20 28 31 20 38 23 28 22 26 24 1867 45 34 329 34 25 23 20 144
internal_value=0 5.32672e-06 -7.16395e-05 -3.62074e-05 -7.24517e-05 3.36011e-05 -0.000117487 -0.000181189 -6.52043e-05 5.14482e-07 2.34231e-06 -6.46239e-07 1.5639e-06 0.000159343 -1.856e-06 0.000154379 -5.25752e-06 -0.000153065 -3.36425e-05 -0.000250928 2.67998e-07 3.21536e-06 -4.37285e-07 -1.21723e-05 6.03376e-05 0.000317764 -1.91791e-06 3.60181e-06 -9.96074e-06 0.000156851
internal_weight=0 2905 216 196 160 81 58 79 54 2867 2843 2805 2781 59 2722 58 2664 96 68 46 2568 2545 2521 2113 408 79 2079 2054 1887 167
internal_count=3121 2905 216 196 160 81 58 79 54 2867 2843 2805 2781 59 2722 58 2664 96 68 46 2568 2545 2521 2113 408 79 2079 2054 1887 167
is_linear=0
shrinkage=0.1


Tree=2242
num_leaves=31
num_cat=0
split_feature=33 9 3 34 34 33 120 1 120 1 448 475 147 447 3 16 13 48 16 12 1 47 123 3 12 12 43 47 0 2
split_gain=0.000103726 0.000126457 0.000305016 0.000173447 0.000130511 0.000266248 0.000130058 0.000272885 0.000535331 0.000414419 0.000139269 0.000404985 0.000374089 0.000298757 0.000250236 0.000219958 0.000558856 0.000215757 0.00021771 0.000352887 0.000227843 0.00027705 0.000197085 0.000368294 0.000296304 0.0012091 0.0010164 0.000557716 0.00209984 0.00100822
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 -0.097449999999999981 -0.084564999999999987 0.082285000000000011 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 -1.0000000180025095e-35 -0.080004999999999979 0.095485000000000014 0.090460000000000013 -0.087784999999999988 -0.52595999999999987 -0.087324999999999986 -0.080894999999999981 -0.50690499999999983 0.087005000000000013 0.14262000000000002 0.13148500000000005 0.086445000000000008 -0.0043399999999999992 0.079890000000000017 0.082850000000000021 -0.013199999999999998 0.092165000000000011 -0.10224499999999999 0.10584500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 8 9 10 11 -6 15 14 -13 16 -12 -17 19 -19 21 22 24 -24 27 26 -26 29 -29 -20
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leaf_value=0.00021637014499653812 0.00029464883409673352 0.00014145883753718366 -0.00034901351709777374 -0.00021968603940439172 0.00029210071370471268 0.00034776235777165063 -0.00024364305228862741 0.00036853039782727139 -0.00051770541176665574 0.00045506887909141369 0.00011136782250105172 -0.00013099814904853703 0.00038768228830303995 1.8933295920890358e-05 -0.00057005899682365088 0.00032306849863657379 -0.00043845486476416952 -8.6481727934865784e-06 0.00027246519109632507 0.00050839991150000566 -0.00026806416663021081 0.00028398969169596538 2.6041539682659744e-05 -0.00038521748915388204 -8.1069214002127413e-05 -1.5708979766026438e-06 -0.0010336951979081192 -0.00097463046785421857 0.00040844352903229229 -7.926227215831604e-05
leaf_weight=22 20 21 32 27 20 22 22 20 20 20 36 25 25 35 27 21 38 33 197 22 32 34 51 38 24 2033 21 21 23 139
leaf_count=22 20 21 32 27 20 22 22 20 20 20 36 25 25 35 27 21 38 33 197 22 32 34 51 38 24 2033 21 21 23 139
internal_value=0 -1.53603e-06 -0.000154675 1.12858e-06 -8.11409e-07 1.15912e-06 -1.40228e-06 4.01209e-07 -2.10734e-06 1.43021e-06 -1.70373e-06 -0.000113662 2.5931e-06 -0.000206941 -0.000358972 -8.91239e-07 -0.000170974 3.78935e-06 1.27628e-06 0.000198171 -2.86808e-06 4.19898e-07 -3.36549e-06 -0.000149552 1.92769e-06 -1.29196e-05 -0.000525628 8.31188e-05 -0.00025166 0.000126959
internal_weight=0 3099 53 3046 3026 2999 2977 2955 2935 2915 2895 107 2788 87 52 2763 74 2689 2668 55 2613 2581 2547 89 2458 2078 45 380 44 336
internal_count=3121 3099 53 3046 3026 2999 2977 2955 2935 2915 2895 107 2788 87 52 2763 74 2689 2668 55 2613 2581 2547 89 2458 2078 45 380 44 336
is_linear=0
shrinkage=0.1


Tree=2243
num_leaves=31
num_cat=0
split_feature=147 142 40 120 33 11 9 16 3 1 45 1429 472 12 12 1428 16 3 12 42 1204 12 12 12 0 471 16 12 12 1185
split_gain=0.000103102 0.000135653 0.000114493 0.000345255 0.000165552 0.000330694 0.000176653 0.00174931 0.000384387 0.000157044 0.000267644 0.000269214 0.000412693 0.000204307 0.00060458 0.000638831 0.000550646 0.000664914 0.000526987 0.00122723 0.000388301 0.000391958 0.00138513 0.000846426 0.000575869 0.000369 0.000391881 0.00139136 0.000636137 0.000435153
threshold=0.11204500000000002 -0.057499999999999989 -0.24290999999999999 0.093680000000000013 -0.012019999999999998 -1.0000000180025095e-35 0.085555000000000006 -0.056919999999999991 -0.0043399999999999992 0.15799000000000005 0.084355000000000013 -0.23752499999999996 -0.19476999999999997 0.098150000000000015 0.097325000000000009 -0.020064999999999996 0.46043000000000006 -0.094874999999999987 0.10061500000000002 0.080840000000000009 0.053645000000000005 0.096830000000000013 0.096475000000000019 0.095330000000000012 -0.076579999999999995 0.09074500000000002 0.19444000000000003 0.092550000000000007 0.094835000000000017 -0.091084999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 9 8 -8 10 11 -7 -13 14 15 -14 20 -18 19 -15 21 22 23 25 -25 26 28 -28 29 -17
right_child=-2 2 3 -5 5 6 7 -9 -10 -11 -12 12 13 18 -16 16 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00026119253918295728 -0.00020646791745093651 -0.00022739835231649604 -0.00024776265210541031 0.0004056253794780267 -0.00038531825597270988 -0.00036661487305536869 0.00010185555103817025 0.00093728003674186766 -0.00051813393496559002 -0.00026584124015326696 0.00027720554902251548 0.00037049727339763197 -0.00048014920148826035 -0.0006901803884643297 0.00046286829275576848 -0.00045117319026584965 0.00062335410752453876 6.5812395748081698e-05 -1.7005316317408872e-05 0.00015276529704879655 0.00042677129476076175 -0.00043524180987982878 0.00080709570043143775 -1.4591182907284037e-05 -0.0006705917247018079 0.00038301042310195043 -1.5201054057714911e-05 -0.00084165707271313293 0.00051958120784547648 6.533112260291947e-06
leaf_weight=20 24 22 27 21 22 20 20 20 20 22 35 30 27 39 29 21 31 69 360 31 21 21 21 23 32 25 110 25 24 1909
leaf_count=20 24 22 27 21 22 20 20 20 20 22 35 30 27 39 29 21 31 69 360 31 21 21 21 23 32 25 110 25 24 1909
internal_value=0 1.60002e-06 -8.72882e-08 1.54965e-06 -1.24718e-06 9.66291e-07 3.81328e-06 0.000173667 -0.000208139 3.29096e-07 2.34623e-06 -1.00805e-06 1.55942e-06 -2.36824e-06 9.05759e-06 3.47874e-06 9.0782e-06 0.00023865 -6.58215e-05 -0.000316876 -1.20729e-06 -5.27221e-06 -1.14922e-06 -8.97455e-06 -0.000396264 1.10158e-06 -3.46889e-06 -0.000168248 7.91557e-06 1.55289e-06
internal_weight=0 3097 3077 3055 3034 3007 2985 60 40 2925 2903 2868 2848 2818 2388 2359 2332 100 430 70 2232 2211 2190 2169 55 2114 2089 135 1954 1930
internal_count=3121 3097 3077 3055 3034 3007 2985 60 40 2925 2903 2868 2848 2818 2388 2359 2332 100 430 70 2232 2211 2190 2169 55 2114 2089 135 1954 1930
is_linear=0
shrinkage=0.1


Tree=2244
num_leaves=31
num_cat=0
split_feature=130 40 120 12 15 142 33 11 9 9 1 45 1428 473 471 474 52 472 474 474 474 50 474 52 2 156 51 448 147 150
split_gain=0.000106428 0.000214075 0.000186616 0.000157954 0.000418816 0.000213763 0.000136045 0.000268825 0.000169368 0.000848959 0.000141433 0.000167978 0.000145748 0.000508766 0.000189215 0.000188946 0.000394987 0.000220241 0.000288871 0.000267905 0.000555675 0.000422805 0.000547868 0.000530232 0.000364882 0.000798777 0.000366346 0.000269981 0.000419065 0.000309148
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 0.12757000000000002 -0.059484999999999989 -0.057499999999999989 -0.009184999999999997 -1.0000000180025095e-35 0.085555000000000006 0.092890000000000014 0.15799000000000005 0.084355000000000013 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 -0.084054999999999977 -0.55692499999999978 -0.082054999999999975 0.10381000000000001 0.087440000000000004 0.085860000000000006 0.10877000000000002 0.088820000000000024 -0.53299999999999992 0.10327000000000001 0.091335000000000013 -0.069944999999999993 -1.0000000180025095e-35 0.095485000000000014 0.10980500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -7 -8 10 -10 11 12 -9 -14 -15 16 -16 18 -17 20 27 22 -21 -24 25 -25 -26 -19 29 -29
right_child=1 2 -4 4 -6 6 7 8 9 -11 -12 -13 13 14 15 17 -18 19 -20 21 -22 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=0.0002143179069642666 -0.00032769901212304831 0.00030534470696812091 0.00029073318688791584 -0.00050944215968642818 3.8814766058318422e-05 -0.00021256744939212999 -0.00034678639276535255 -0.00020602727343109161 0.00069870151157374499 -0.00011388763883183452 -0.00026427299788338136 0.00021142592733284753 0.00050482326230849139 -0.00029346462529660628 0.00053918754339974838 9.0340668416152215e-09 -1.239782782126772e-05 -0.00016687254707600612 -0.00050550063839182268 0.00060594057476219651 -0.00042203687116852966 -0.00018508236887435873 0.00057672022201586519 -0.00045914350574353843 -2.3374620407897362e-05 0.00023791590187278007 0.00055612266958632978 6.3445694135438529e-06 0.00043863977837397465 -0.00021658339092027747
leaf_weight=23 20 23 22 22 38 30 22 34 20 36 20 38 20 22 20 26 37 96 20 26 32 38 20 35 24 31 20 2220 22 64
leaf_count=23 20 23 22 22 38 30 22 34 20 36 20 38 20 22 20 26 37 96 20 26 32 38 20 35 24 31 20 2220 22 64
internal_value=0 -1.59114e-06 5.27823e-07 -1.56135e-06 -0.000162213 1.65597e-06 -6.93459e-07 1.46632e-06 4.08924e-06 0.000176323 7.22721e-07 2.58561e-06 -2.41586e-07 2.28157e-06 -1.36929e-06 9.83725e-07 0.000181141 -2.85657e-06 -0.000219778 9.40373e-07 -8.07365e-06 0.000114034 0.000186895 0.000103086 1.69712e-05 -0.000131737 0.000240033 -2.55874e-06 4.28174e-06 9.79015e-08
internal_weight=0 3098 3078 3056 60 2996 2973 2943 2921 56 2865 2845 2807 2773 2753 2731 57 2674 46 2628 2434 194 156 130 110 66 44 2402 2306 2284
internal_count=3121 3098 3078 3056 60 2996 2973 2943 2921 56 2865 2845 2807 2773 2753 2731 57 2674 46 2628 2434 194 156 130 110 66 44 2402 2306 2284
is_linear=0
shrinkage=0.1


Tree=2245
num_leaves=31
num_cat=0
split_feature=33 120 40 9 16 15 43 1374 1375 1374 1375 1373 456 1375 401 1213 151 49 4 42 4 4 43 12 159 12 12 0 42 12
split_gain=0.000122888 0.000137128 0.000256869 0.000162949 0.000538812 0.000174636 0.000115272 0.000889814 0.0006575 0.000370344 0.000625346 0.000451957 0.00172174 0.000397556 0.000336727 0.000357789 0.000297907 0.000510995 0.000250432 0.000432833 0.000719074 0.000552635 0.000522438 0.000797245 0.000377504 0.000278251 0.000668271 0.000701216 0.000479932 0.000389485
threshold=-0.044254999999999996 0.093680000000000013 -0.24134999999999998 0.088235000000000022 -0.059624999999999991 -0.41942499999999994 -0.085594999999999991 0.088035000000000016 -0.092319999999999985 0.088460000000000011 -1.0000000180025095e-35 1.0000000180025095e-35 0.089295000000000013 -0.4078199999999999 0.11769000000000002 0.031805000000000007 -0.091874999999999984 -0.0049799999999999992 -0.010024999999999997 0.088670000000000013 -0.0065699999999999986 0.00063500000000000004 -0.095049999999999982 0.087535000000000016 0.094385000000000011 0.086565000000000017 0.093965000000000007 -0.084144999999999984 -0.094219999999999984 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 7 8 -4 11 -11 13 -13 -8 15 16 17 -10 24 20 -20 -22 23 -23 25 28 -27 -28 -18 -29
right_child=1 -3 3 4 -6 -7 9 -9 14 10 -12 12 -14 -15 -16 -17 18 -19 19 -21 21 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=0.00023550844251241706 0.00033316143735251185 -0.00023492848963860524 -0.00054896543751965516 -0.00015768614975968377 -0.00057426316197961569 0.0002602081290388014 -0.00044303478526195423 0.00062363768845534657 0.00064560272315117935 -0.00067133785017755481 0.0001012689748313278 0.00093917773364492771 -0.00031191008191936738 -5.9104793799197459e-06 0.00042729658986597017 -0.00032900567272398416 0.00064956537694559394 -6.9529127878403023e-06 -0.00070015694641153373 0.00024677127667018797 0.00041397338325623425 -2.8969095146749173e-05 0.00014411970690291907 -0.00076000760018359872 -0.00028449689723726937 -0.00017847570862761851 -0.00023407190293861881 0.00072830523688184178 0.00012459744811720014 0.0001985668811305784
leaf_weight=22 23 25 20 20 21 20 21 25 21 22 20 22 22 2252 21 28 21 28 21 32 20 35 35 26 28 86 24 23 102 35
leaf_count=22 23 25 20 20 21 20 21 25 21 22 20 22 22 2252 21 28 21 28 21 32 20 35 35 26 28 86 24 23 102 35
internal_value=0 -1.67188e-06 2.25134e-07 -2.28471e-06 -0.000164083 5.1261e-05 1.0162e-06 3.89806e-05 1.4861e-05 -9.13874e-06 -0.00030343 -3.80416e-06 0.000313634 -9.94902e-06 3.41043e-05 1.949e-05 3.76611e-05 0.000272714 1.40595e-05 -8.43614e-05 -0.000161706 -6.42281e-05 -0.000163853 -0.000340559 6.6201e-05 9.99451e-05 1.62751e-05 0.000220526 0.000214226 0.000408636
internal_weight=0 3099 3074 3051 61 40 2990 631 606 2359 42 2317 44 2273 586 565 537 49 488 169 137 116 96 61 319 291 168 82 123 58
internal_count=3121 3099 3074 3051 61 40 2990 631 606 2359 42 2317 44 2273 586 565 537 49 488 169 137 116 96 61 319 291 168 82 123 58
is_linear=0
shrinkage=0.1


Tree=2246
num_leaves=31
num_cat=0
split_feature=448 0 14 481 1447 13 0 1447 1447 484 1447 13 14 142 160 157 475 160 483 482 482 484 160 160 1374 12 2 0 0 4
split_gain=0.000119383 0.000237183 0.00016607 0.000170021 0.000907235 0.00132173 0.00148269 0.000196961 0.00117022 0.000671155 0.000410065 0.000250322 0.000166129 0.000206012 0.000150962 0.000491976 0.000747532 0.00048963 0.000375838 0.000740069 0.000788572 0.000663411 0.000353569 0.000669104 0.00102037 0.000351348 0.000707759 0.000522121 0.000881164 0.000711383
threshold=0.068920000000000023 -0.26609999999999995 0.10189000000000002 -0.086484999999999992 -0.085684999999999997 -0.081224999999999978 -0.086729999999999988 -0.085684999999999997 -0.086359999999999978 -0.081614999999999979 -0.084334999999999979 -0.080759999999999985 0.083150000000000016 -0.057499999999999989 -0.089549999999999991 -0.087624999999999981 -0.0029899999999999996 -0.087694999999999981 0.098395000000000024 0.089745000000000005 0.085875000000000021 0.090535000000000018 -0.085764999999999994 -0.083899999999999988 0.088035000000000016 0.085355000000000014 0.087625000000000022 -0.080689999999999984 -0.07384499999999998 -0.0039549999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 9 -5 -9 -11 13 -12 15 16 -15 -16 19 20 25 -20 -19 -24 -25 26 -17 29 -29 -27
right_child=-2 2 -4 7 5 -7 -8 10 -10 11 12 -13 -14 14 17 18 -18 22 21 -21 -22 -23 23 24 -26 27 -28 28 -30 -31
leaf_value=0.0003287489068249918 -0.00024353413078642916 0.00055409701017197224 -0.00026279092987048595 0.00050450771337967712 0.00014349614534044772 0.00035779918594366444 -0.0010448143843123467 0.00038223223673412577 -0.00080445092646100206 -0.0003298862407973502 0.00029812392717956204 0.00010261975112371147 -0.00024472311893727498 0.00082216424532816741 -0.00042737805561046118 -0.00048981970380520493 3.2896489816873027e-05 0.00035306364664359504 0.00069037171890072178 -0.00060240255891888712 0.00061803043725376487 -7.925885705238519e-05 -0.00053618270564281074 -1.33174811978371e-05 0.0005553174058604782 0.00053135481370517469 0.0001017803887244111 -0.00056273115410779924 0.00015814400554891342 -3.8454248016932981e-05
leaf_weight=22 20 34 24 22 21 39 21 28 21 32 23 23 28 20 28 42 30 27 21 21 20 24 24 2277 32 39 39 30 39 50
leaf_count=22 20 34 24 22 21 39 21 28 21 32 23 23 28 20 28 42 30 27 21 21 20 24 24 2277 32 39 39 30 39 50
internal_value=0 1.57069e-06 -7.67053e-07 1.2914e-06 0.000120572 -6.14014e-05 -0.000450659 -3.37434e-06 -0.000142759 3.77021e-05 1.43204e-06 -0.00014902 -2.35702e-06 7.88203e-08 -2.40219e-06 5.65833e-05 0.000348604 -1.1665e-05 1.16571e-05 -3.14537e-05 1.48395e-05 0.000279902 -6.7328e-06 -1.08968e-05 -5.43688e-06 -3.56368e-05 -0.000204975 5.1176e-05 -0.00015528 0.000211237
internal_weight=0 3101 3079 3055 115 81 42 2940 98 77 2842 55 2814 2786 2763 375 50 2388 325 280 259 45 2360 2333 2309 239 81 158 69 89
internal_count=3121 3101 3079 3055 115 81 42 2940 98 77 2842 55 2814 2786 2763 375 50 2388 325 280 259 45 2360 2333 2309 239 81 158 69 89
is_linear=0
shrinkage=0.1


Tree=2247
num_leaves=31
num_cat=0
split_feature=44 0 421 10 10 11 2 10 1 9 2 4 0 15 154 157 1456 160 1456 16 3 3 4 1209 132 12 1211 1456 403 4
split_gain=0.000126205 0.000184732 0.000115398 0.00015142 0.000203826 0.000312986 0.000168348 0.000343809 0.000262688 0.000481803 0.000222464 0.000745842 0.00106039 0.000165888 0.000142443 0.000277528 0.000252336 0.000664393 0.000215999 0.000178287 0.000169031 0.000827775 0.00274652 0.00042278 0.000386655 0.00346087 0.00213628 0.000300154 0.000616326 0.000387307
threshold=0.099360000000000018 -0.26343999999999995 -1.0000000180025095e-35 0.11485500000000001 0.053330000000000009 -1.0000000180025095e-35 0.16394500000000004 -0.38124499999999995 0.14754500000000001 0.088235000000000022 -0.0050599999999999994 0.053180000000000012 -0.06563999999999999 -0.09095499999999998 0.085530000000000009 0.63604500000000008 0.11510000000000002 -0.00067499999999999993 0.10795500000000001 -0.56967999999999985 -0.081054999999999974 -0.080634999999999984 -0.077679999999999985 -0.087199999999999986 -0.083284999999999984 0.091475000000000015 0.11048500000000001 0.091180000000000011 -0.55157999999999985 -0.008819999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 13 9 10 11 12 -7 -8 15 16 18 -18 19 -12 23 22 -22 -21 25 -25 27 28 -26 -30
right_child=-2 2 3 -5 -6 6 7 -9 -10 -11 14 -13 -14 -15 -16 -17 17 -19 -20 20 21 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.00024109881819640578 -0.00019452392523155803 -0.00023984287465282248 0.00036134722258793775 0.00021100173813893517 -0.00023448123152971872 0.0009619354916503653 0.00023171968234237284 -0.00043427573944899013 0.0003073136101842725 -0.00039911731776858992 0.00028898290979019031 -0.00028080703151594529 -1.4972642413340509e-05 -0.00015823387147975156 0.00025878101441776383 -0.00037380323657998816 0.00063912672603258958 -0.00016621408904029524 -0.00033110535463492857 0.00035832912524508883 -0.0013459588045952842 -1.2730870890431266e-05 0.00011560937435004032 -6.6651507942414688e-05 -0.0004056900028704799 0.0013820084091275932 -0.00088473339823799007 0.00038053561637008734 5.358043083394797e-05 -7.8729905493600129e-05
leaf_weight=32 33 20 24 34 37 20 20 27 28 30 21 23 25 24 21 20 21 20 20 36 20 1159 36 94 35 20 27 22 876 296
leaf_count=32 33 20 24 34 37 20 20 27 28 30 21 23 25 24 21 20 21 20 20 36 20 1159 36 94 35 20 27 22 876 296
internal_value=0 2.07878e-06 -4.2405e-07 1.15315e-06 -1.22355e-06 1.68725e-06 -1.24775e-06 -0.000153361 2.51534e-06 -4.87594e-07 3.76521e-06 0.000182439 0.000419209 1.90177e-05 -6.62557e-07 -2.66341e-06 8.27257e-08 0.000246278 -3.70916e-06 -1.23076e-06 -3.55601e-06 -3.08743e-05 -0.000406379 2.00512e-05 1.11622e-05 0.000187499 -4.84296e-06 1.44874e-05 7.81546e-06 2.01642e-05
internal_weight=0 3088 3056 3036 3002 2965 2941 71 2870 2842 2812 68 45 44 2744 2723 2703 41 2662 2642 2621 1215 56 1406 1370 114 1256 1229 1207 1172
internal_count=3121 3088 3056 3036 3002 2965 2941 71 2870 2842 2812 68 45 44 2744 2723 2703 41 2662 2642 2621 1215 56 1406 1370 114 1256 1229 1207 1172
is_linear=0
shrinkage=0.1


Tree=2248
num_leaves=31
num_cat=0
split_feature=1211 4 1212 1213 12 1213 1186 42 1213 1213 42 132 394 15 50 133 2 12 1447 1447 1447 42 160 160 159 14 2 142 15 484
split_gain=0.000134366 0.000468985 0.000148338 0.000130943 0.000295112 0.000122647 0.00018922 0.000191111 0.000149224 0.00013456 0.000216 0.000207531 0.00338448 0.00288349 0.000508995 0.000211212 0.000221246 0.000551125 0.000141563 0.0011686 0.000548334 0.000421609 0.000259194 0.000194924 0.000269116 0.000150212 0.000454994 0.000452759 0.00038667 0.000205176
threshold=0.11716500000000001 -0.077519999999999992 0.13613500000000003 0.12389500000000002 0.087625000000000022 0.104315 -0.091099999999999987 -0.019989999999999997 0.093235000000000026 0.085435000000000025 -0.015274999999999999 -0.083284999999999984 0.084995000000000015 0.091915000000000011 0.09227500000000001 -0.45516499999999999 0.089320000000000024 0.088435000000000014 -0.085754999999999984 -0.086359999999999978 -0.084334999999999979 0.087665000000000007 -0.090764999999999985 -0.54913999999999985 0.16394500000000004 0.078235000000000013 0.082850000000000021 -0.057499999999999989 1.0000000180025095e-35 -0.096419999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 -1 9 11 -11 13 18 14 15 -8 17 -17 19 21 -20 22 -13 -22 25 27 -27 -25 -28 -29
right_child=1 -3 -4 4 -6 -7 8 -9 -10 10 -12 12 -14 -15 -16 16 -18 -19 20 -21 23 -23 -24 24 -26 26 28 29 -30 -31
leaf_value=-4.3281254693283702e-06 0.00052506924881267226 -8.3111540925528976e-05 -0.00025036395527422428 -0.00012883840803018149 0.00032140928920312405 -0.00021204621695817749 0.00028058448224328459 0.00043283430219162263 0.00023853356263134633 3.0233174934087754e-05 -0.00038579189067604607 -0.0003319761035247491 -0.0012458189272861505 0.0010933621989679524 -0.00051552912442606291 4.8143474850803619e-05 0.00016939597005995015 -0.00058182587662962588 0.00042961779542868806 -0.00078392988043127676 0.00022430639016276567 0.00041264202390384918 5.8647162350840822e-05 0.00046563227494646398 -0.00036037074002836437 -0.00049793530815804847 -0.0002721499654442249 0.00011989562708754933 0.00031542231687732661 -7.9654777424841913e-06
leaf_weight=20 21 32 24 24 37 28 23 20 25 26 24 26 22 25 22 41 29 21 30 21 38 23 49 21 21 24 21 133 24 2226
leaf_count=20 21 32 24 24 37 28 23 20 25 26 24 26 22 25 22 41 29 21 30 21 38 23 49 21 21 24 21 133 24 2226
internal_value=0 0.000157866 -2.72714e-06 -7.74686e-07 0.000144263 -3.74059e-06 -1.76679e-06 0.000214253 -4.73105e-06 -6.83541e-06 -0.000169459 -3.97232e-06 -1.05992e-05 0.000106297 -7.51483e-05 9.83741e-06 -5.85932e-05 -0.000165233 -3.71568e-07 -0.00010697 4.62655e-06 3.80928e-05 -7.67689e-05 -4.57082e-07 -3.91498e-06 -8.58399e-07 -0.000146311 3.35851e-06 4.12219e-05 -7.56691e-07
internal_weight=0 53 3068 3044 61 2983 2955 40 2915 2890 50 2840 2679 161 136 114 91 62 2657 119 2538 98 75 2508 2470 2449 69 2380 45 2359
internal_count=3121 53 3068 3044 61 2983 2955 40 2915 2890 50 2840 2679 161 136 114 91 62 2657 119 2538 98 75 2508 2470 2449 69 2380 45 2359
is_linear=0
shrinkage=0.1


Tree=2249
num_leaves=31
num_cat=0
split_feature=421 147 147 1348 447 1426 1426 1420 2 1429 15 2 39 39 1 40 42 376 157 51 151 1446 13 481 1447 13 2 52 475 157
split_gain=0.000128619 0.000154773 0.000377942 0.000363528 0.000198103 0.000187582 0.00019304 0.000178039 0.000170268 0.0001696 0.000370754 0.000591716 0.000155207 0.000282242 0.000360537 0.000214967 0.000259917 0.000215437 0.000156296 0.00146503 0.000749813 0.000482994 0.000664931 0.000191541 0.00120971 0.00116426 0.00127699 0.000210709 0.000214975 0.000315346
threshold=-1.0000000180025095e-35 0.11252000000000001 0.097985000000000017 0.089175000000000018 0.08870500000000002 -0.089244999999999977 -0.052649999999999995 -0.086589999999999986 0.091265000000000013 -1.0000000180025095e-35 -0.079249999999999987 0.10060500000000001 -0.082829999999999987 -0.020804999999999994 0.16540500000000002 -0.09083999999999999 0.097640000000000018 -0.0016099999999999997 -0.087424999999999989 -0.085534999999999986 -0.54526999999999981 0.085345000000000018 -0.082574999999999982 -0.086484999999999992 -0.085684999999999997 -0.081224999999999978 0.085515000000000022 -0.55692499999999978 -0.24431999999999998 0.11933000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 -6 10 -9 -12 -11 -14 15 16 -15 -17 19 -19 -20 22 -21 24 -22 26 -26 -25 -29 -30
right_child=1 -3 -4 -5 8 6 7 9 -10 12 11 -13 13 14 -16 17 -18 18 20 21 23 -23 -24 27 25 -27 -28 28 29 -31
leaf_value=-0.00025277957226535361 0.00027053318968123328 0.00027891642341273834 -0.00041316513035615735 0.0004174329601006494 1.3349276305234525e-05 -0.00024747744619455788 -0.00029396450590866155 0.00040761911430198591 -0.00037475078783105487 0.00027183748794154132 -0.00026982954695995435 0.00035622843413595829 -0.00029632426658281479 -1.7312022351563491e-05 0.00038827635726192968 0.00026069602463394407 -0.00048591121681965891 -0.00079322815645718964 0.00058622883093035355 0.00066235938796862257 0.00073554028826765716 -0.00035769253992752755 -7.9178991856881316e-07 0.00030255644643065437 -0.00095838188994786747 0.00043193323158279614 0.00015812247642315927 -0.00026181024679152126 -8.6469384615468951e-06 0.00034154101779747113
leaf_weight=20 26 20 22 21 20 31 20 33 26 21 36 26 32 29 24 32 20 25 22 21 25 21 54 22 21 27 20 33 2345 26
leaf_count=20 26 20 22 21 20 31 20 33 26 21 36 26 32 29 24 32 20 25 22 21 25 21 54 22 21 27 20 33 2345 26
internal_value=0 1.63031e-06 -1.69667e-07 2.80055e-06 -6.55702e-08 3.10071e-06 7.56396e-07 3.37829e-06 -0.000206012 5.41837e-06 0.000136837 -7.2891e-06 9.91154e-07 -1.04092e-06 2.37399e-06 -1.00248e-06 -0.000208577 2.77301e-06 -3.27494e-07 -0.000111367 4.96012e-06 6.62005e-05 0.000184891 -1.16461e-07 0.000140722 -7.79614e-05 -0.000413746 -5.51546e-06 -8.33475e-06 -4.80683e-06
internal_weight=0 3101 3081 3059 3038 2992 2966 2935 46 2915 95 62 2820 2799 2767 2743 49 2694 2662 121 2541 96 75 2519 93 68 41 2426 2404 2371
internal_count=3121 3101 3081 3059 3038 2992 2966 2935 46 2915 95 62 2820 2799 2767 2743 49 2694 2662 121 2541 96 75 2519 93 68 41 2426 2404 2371
is_linear=0
shrinkage=0.1


Tree=2250
num_leaves=31
num_cat=0
split_feature=132 399 15 0 13 12 1213 1373 52 4 484 475 150 484 484 3 43 3 159 12 0 42 1447 1447 481 52 2 1447 1447 483
split_gain=0.000124789 0.000446288 0.000379387 0.000147125 0.000278927 0.000187265 0.000119143 0.000115303 0.00040671 0.000546252 0.000192073 0.0015805 0.000713306 0.000699692 0.000656706 0.00105556 0.000665848 0.000495946 0.000317138 0.000334642 0.00037344 0.000318295 0.000214523 0.0012926 0.00088028 0.000791234 0.00065181 0.00059896 0.00024622 0.000317962
threshold=-0.083449999999999983 0.091580000000000009 0.092400000000000024 -0.073309999999999986 0.056795000000000005 0.091545000000000015 0.087020000000000014 0.081220000000000014 -0.081429999999999989 -0.010384999999999998 0.086430000000000021 -0.085684999999999997 0.10389500000000002 0.085655000000000023 0.090535000000000018 -0.082284999999999983 -0.095049999999999982 -0.087429999999999994 0.10713500000000002 0.083935000000000023 -0.080689999999999984 0.086555000000000007 -0.086279999999999982 -0.085684999999999997 -0.086354999999999987 0.11639500000000001 0.087470000000000006 -0.084149999999999989 -0.082954999999999987 -0.47356499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 5 6 -1 10 -9 -10 13 -12 14 22 15 -13 -16 -18 19 -19 21 -21 24 -24 -2 26 -26 -25 -29 -30
right_child=1 -3 -4 -5 -6 -7 -8 8 9 -11 11 12 -14 -15 16 -17 17 18 -20 20 -22 -23 23 27 25 -27 -28 28 29 -31
leaf_value=-3.4567844305720725e-05 -0.00065529581953887835 0.00034590505743644349 -0.00043965156812919305 -0.00024648009745690684 0.00034992304738677509 -0.00027230713336215168 0.00021962138283845932 0.00027151349175255748 6.9864567506426422e-05 -0.00053947960925964462 0.00087713976124929177 -8.2684750727442718e-05 -0.00056174779354478232 -0.00056587800394151022 -0.00047825658419040139 0.00091995817049229066 0.00047765650961082432 -0.00033870222394250817 0.00026841462681806015 -7.4777715393714095e-05 -0.00028293425671290607 0.00044069043069612236 0.0007873603120970075 -0.00044464925513845326 0.00068677828253601637 -0.00046207993429908087 -8.3793962783048574e-05 0.00034590212273455807 -0.00037642132480290126 5.5571847895865404e-06
leaf_weight=93 25 38 25 26 21 28 23 20 28 31 23 21 20 22 27 21 24 37 31 23 25 25 21 30 21 21 23 21 22 2305
leaf_count=93 25 38 25 26 21 28 23 20 28 31 23 21 20 22 27 21 24 37 31 23 25 25 21 30 21 21 23 21 22 2305
internal_value=0 5.45249e-06 -7.3331e-05 -2.53833e-05 9.45616e-06 -4.01953e-05 1.58317e-05 9.4004e-07 -0.000118195 -0.000250299 4.31581e-06 8.33419e-05 1.14626e-05 -4.40192e-06 6.0455e-05 0.000418637 -1.78973e-05 5.74342e-05 -1.4093e-05 -9.37088e-05 3.0466e-05 0.000193695 5.60902e-07 6.24722e-06 -0.000151011 4.29447e-05 0.000283979 -6.50753e-07 5.02214e-06 1.94587e-06
internal_weight=0 2905 216 191 165 144 116 2867 79 59 2788 277 254 2511 234 42 192 165 141 110 73 48 2489 2399 90 65 44 2378 2348 2327
internal_count=3121 2905 216 191 165 144 116 2867 79 59 2788 277 254 2511 234 42 192 165 141 110 73 48 2489 2399 90 65 44 2378 2348 2327
is_linear=0
shrinkage=0.1


Tree=2251
num_leaves=31
num_cat=0
split_feature=147 132 394 15 393 0 13 12 156 474 471 1425 1426 16 13 12 51 12 133 1429 156 12 12 12 43 16 160 12 124 2
split_gain=0.000106544 0.000106184 0.000373856 0.000307304 0.000126163 0.000119172 0.000225931 0.000151685 0.000102951 0.000457165 0.000209996 0.000195087 0.000230844 0.000154999 0.000314977 0.000745356 0.00100076 0.000635977 0.000604518 0.000665502 0.000458041 0.000447987 0.000909106 0.000829459 0.000962807 0.000551093 0.000590454 0.00026333 0.000238749 0.000336909
threshold=0.11204500000000002 -0.083449999999999983 0.12358500000000001 0.092400000000000024 0.098330000000000015 -0.073309999999999986 0.056795000000000005 0.091545000000000015 0.3248100000000001 0.11787500000000002 0.10338500000000002 0.10129000000000002 1.0000000180025095e-35 0.071345000000000006 0.095710000000000017 0.098330000000000015 -0.26631499999999991 0.095780000000000018 0.10209000000000001 -0.026244999999999997 0.091155000000000014 0.087995000000000004 0.084735000000000019 0.090345000000000023 -0.079914999999999986 0.38525000000000004 -1.0000000180025095e-35 0.089570000000000025 -1.0000000180025095e-35 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 8 6 7 -1 9 10 11 12 13 -3 15 18 -17 -16 19 -15 21 22 28 -23 -25 -26 -27 -22 -21 -30
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 17 16 -18 -19 -20 20 27 23 -24 24 25 26 -28 -29 29 -31
leaf_value=1.4248575217638502e-05 -0.00020988532238940631 1.2097937003005272e-05 0.00041735073247599016 -0.00039568640218931258 0.00019223048242045999 -0.00022183208851716841 0.00031493076288218922 -0.00024507642987308439 -0.00020950785230683248 0.00043750083495979202 -0.00031585473916493359 -0.00030961160664446654 0.00030039851338257837 -0.00044272433255966278 -0.00013760020887102221 -1.9975818241409101e-05 -0.00075113584995657832 0.00042701073536208201 0.00049771028293651488 0.00026171369605608994 0.00055305290401780186 0.00058107842431546987 -0.00067887478174364746 -0.00065113842734024815 -0.00029643274232512342 -4.5014297065790742e-05 0.00071419295785571683 5.2262752502602299e-05 4.8058463926281553e-05 -0.00042369565477808166
leaf_weight=116 24 2230 22 25 35 26 21 28 23 24 21 20 26 39 42 39 36 38 21 21 21 26 29 21 20 20 21 21 41 24
leaf_count=116 24 2230 22 25 35 26 21 28 23 24 21 20 26 39 42 39 36 38 21 21 21 26 29 21 20 20 21 21 41 24
internal_value=0 1.6265e-06 6.69657e-06 -6.59979e-05 3.53659e-06 -2.2845e-05 8.51055e-06 -3.61757e-05 1.19796e-06 2.92814e-06 -8.27623e-07 1.5728e-06 3.84754e-06 1.0024e-06 -5.05456e-05 -8.67727e-05 -0.000370933 0.00013059 -2.11974e-05 -5.70429e-05 -2.82293e-07 -5.73383e-05 -0.000194693 8.89189e-05 -6.71317e-05 0.00013392 0.000343848 0.000302658 -3.14222e-05 -0.000126128
internal_weight=0 3097 2881 216 2859 191 165 144 2824 2801 2777 2756 2736 2710 480 400 75 80 325 304 265 223 115 108 82 61 41 42 86 65
internal_count=3121 3097 2881 216 2859 191 165 144 2824 2801 2777 2756 2736 2710 480 400 75 80 325 304 265 223 115 108 82 61 41 42 86 65
is_linear=0
shrinkage=0.1


Tree=2252
num_leaves=31
num_cat=0
split_feature=1211 2 1212 1 1 33 1 1210 1 483 160 1375 457 0 50 483 42 3 16 1374 402 16 1429 159 13 12 3 2 13 1456
split_gain=0.00010257 0.000378138 0.000128188 0.0001157 0.00179579 0.00119174 0.000529765 0.000562365 0.00081515 0.000527083 0.000586844 0.000533303 0.000357369 0.000509532 0.00031884 0.000317572 0.00057077 0.000658629 0.000352805 0.00140109 0.000872321 0.00122094 0.000414111 0.000437196 0.00160165 0.000611196 0.000850205 0.000850334 0.000827321 0.000567795
threshold=0.11716500000000001 0.087470000000000006 0.13613500000000003 0.091345000000000023 0.09202500000000001 -1.0000000180025095e-35 0.090740000000000015 -0.42132499999999995 0.090130000000000016 -0.096724999999999992 0.11205000000000002 -0.095009999999999997 0.10487 -0.23001499999999997 -0.23771499999999998 -0.096724999999999992 0.091295000000000015 -0.083654999999999993 -0.0094449999999999968 0.086765000000000023 0.10874500000000002 -0.0083599999999999976 -0.069929999999999978 0.03981500000000001 -0.080344999999999986 0.084795000000000023 -0.094874999999999987 0.095040000000000013 0.084330000000000016 -0.05618999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 7 -1 12 -7 11 -11 13 -9 -13 16 17 -15 19 -17 21 -20 -23 25 -25 28 27 -27 -24 -28
right_child=1 -3 -4 4 5 9 -8 8 -10 10 -12 14 -14 15 -16 18 -18 -19 20 -21 -22 22 23 24 -26 26 29 -29 -30 -31
leaf_value=0.00053489056735998017 0.00040004359187959285 -0.00013426789871748323 -0.00023258666478795931 -0.00073167770330785848 0.00069314804277382798 -0.00049312354341331547 0.0004378857278236959 0.00039973462835940369 -0.00050677913935824983 -0.00050667097556552937 0.00052730317171153737 0.00029204988437841702 -0.0003019407485327166 0.00012844827989200977 -1.9948305430312694e-05 1.6270582733280827e-05 -0.00026728980637017233 0.00082054889007849858 -0.00074440476406986526 0.00080455611029680337 0.0005273417132836282 0.00034214509511366485 0.00031592845775882123 -0.00084752338025282379 -1.8817004608937953e-05 -4.4881876072560612e-05 -0.00057648300470177535 0.00070543004751569879 -0.00039811697741242829 -0.00012692648419437724
leaf_weight=20 27 26 24 35 24 23 29 34 31 22 20 34 36 44 894 1146 20 20 27 23 24 25 86 32 86 44 33 23 20 189
leaf_count=20 27 26 24 35 24 23 29 34 31 22 20 34 36 44 894 1146 20 20 27 23 24 25 86 32 86 44 33 23 20 189
internal_value=0 0.000137929 -2.38272e-06 -5.67712e-07 -2.73952e-05 -3.1574e-06 1.36002e-05 7.33214e-06 1.90179e-06 -1.99865e-05 -8.76782e-06 -2.00535e-05 1.01492e-05 1.61382e-05 -8.51734e-06 9.05767e-06 0.000199011 0.00034473 -1.85897e-08 3.178e-05 -6.313e-05 -8.8212e-05 -5.52804e-05 -7.46481e-05 -0.000243551 -2.4191e-05 -9.95258e-05 0.000212688 0.000181203 -0.000193752
internal_weight=0 53 3068 3044 1052 1017 1992 1963 1943 993 970 950 1912 1876 928 1842 84 64 1758 1169 589 565 538 513 118 395 289 67 106 222
internal_count=3121 53 3068 3044 1052 1017 1992 1963 1943 993 970 950 1912 1876 928 1842 84 64 1758 1169 589 565 538 513 118 395 289 67 106 222
is_linear=0
shrinkage=0.1


Tree=2253
num_leaves=31
num_cat=0
split_feature=33 9 16 13 39 39 1 15 9 44 0 9 150 484 150 49 1374 151 133 43 1374 159 160 484 0 1455 160 15 159 1213
split_gain=0.000119798 0.000155336 0.00170312 0.00099061 0.000120362 0.000168125 0.000306419 0.000233519 0.000172311 0.000182056 0.000264501 0.000198685 0.000399066 0.000164151 0.000941381 0.000596847 0.000497871 0.00104328 0.00046704 0.000623067 0.000404334 0.000345624 0.000505044 0.000208832 0.000168387 0.000482968 0.000330751 0.00016533 0.00045763 0.000378567
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.077799999999999994 -0.083889999999999978 -0.020804999999999994 0.16540500000000002 -0.56020999999999987 -0.092544999999999975 0.10049500000000001 -0.26609999999999995 -0.036024999999999995 0.080470000000000014 0.086135000000000017 0.10874500000000002 0.11560500000000001 0.088460000000000011 -0.0062849999999999989 0.090445000000000011 -0.090869999999999992 0.081125000000000017 0.087410000000000015 -0.085024999999999989 0.088375000000000009 -0.085669999999999982 -0.041319999999999989 -0.39198499999999997 -0.10203999999999998 0.097495000000000012 -0.0086699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 7 -7 -9 10 -10 12 -12 16 15 18 20 -18 19 -15 27 23 -23 -21 26 -26 -25 28 29 -13
right_child=1 2 -4 -5 5 6 -8 8 9 -11 11 13 -14 14 -16 -17 17 -19 -20 21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0001956033395535703 0.00024323444871697576 0.00027172036180590195 0.00091975700081093248 -0.00068848626272353746 -0.00021474745259871962 -0.00030742426197684835 0.00036332577456841652 0.00027831391092728486 0.00035332775331057962 -0.00027129846555180848 -0.00046865487814871953 -0.00037560287561394615 0.0001174495923762498 -0.00044503612947524883 0.0006471109547419474 -0.00047091034003128498 -0.00087999759653030203 4.0688170793146133e-05 0.00045392106209571169 -0.00029481971259450634 0.00043615480563381596 0.0006756941422714764 4.1790444811340421e-06 0.00046914402204989029 -0.00043172060118411624 0.00023873887654520909 -5.7688841060063663e-05 -1.4793015099699024e-05 0.00043326609205299367 5.4822934538240188e-05
leaf_weight=31 20 22 20 21 37 25 23 22 21 25 26 22 21 26 26 23 20 32 27 21 21 21 24 22 21 22 26 2136 30 287
leaf_count=31 20 22 20 21 37 25 23 22 21 25 26 22 21 26 26 23 20 32 27 21 21 21 24 22 21 22 26 2136 30 287
internal_value=0 1.96236e-06 0.000157377 -0.000197218 -1.27224e-06 -2.89849e-06 -2.59297e-07 -3.09691e-06 -4.93155e-07 -2.60824e-06 -2.71806e-07 -2.87363e-06 -0.000206778 5.40527e-07 7.63896e-05 1.2704e-05 -7.16941e-06 -0.000313422 6.56713e-05 8.38854e-06 -7.89154e-07 8.3478e-05 0.000317553 -1.05699e-05 5.50262e-05 -8.86948e-05 0.000183776 -4.49656e-06 6.03802e-05 2.41777e-05
internal_weight=0 3090 63 43 3027 3007 2970 2947 2922 2900 2875 2854 47 2807 259 233 2548 52 210 183 2496 157 45 112 91 43 48 2475 339 309
internal_count=3121 3090 63 43 3027 3007 2970 2947 2922 2900 2875 2854 47 2807 259 233 2548 52 210 183 2496 157 45 112 91 43 48 2475 339 309
is_linear=0
shrinkage=0.1


Tree=2254
num_leaves=31
num_cat=0
split_feature=158 482 2 2 0 0 16 0 15 52 157 132 13 1186 1 133 13 15 1208 1210 15 15 15 1447 481 403 15 12 0 12
split_gain=0.000102626 0.000193556 0.00011165 0.00113898 0.000779273 0.000443003 0.000364545 0.000590399 0.000896217 0.00123374 0.000560906 0.000542966 0.00348577 0.00260406 0.00051119 0.000639163 0.00040651 0.000413139 0.000371266 0.000788178 0.000426565 0.000843488 0.000921772 0.000681335 0.00113158 0.000772412 0.000970161 0.00103336 0.000972131 0.000482697
threshold=-0.47382999999999992 0.12278000000000001 0.08647500000000001 0.086675000000000016 -0.23001499999999997 -0.26609999999999995 -0.093244999999999981 -0.091354999999999978 -0.10203999999999998 -1.0000000180025095e-35 -0.087754999999999986 -0.083284999999999984 -0.01163 0.049580000000000006 0.077565000000000009 0.076280000000000014 -0.0090849999999999976 -0.099734999999999976 0.10233500000000001 -0.12043 0.087575000000000014 0.086355000000000015 0.085730000000000015 -0.085684999999999997 -0.085784999999999986 0.022375000000000003 0.088495000000000018 0.089300000000000004 -0.076234999999999983 0.089300000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -5 14 8 -8 -10 -9 12 -12 18 15 -6 -16 -18 19 -13 21 22 -21 -22 -25 26 -26 -28 -29 -27
right_child=1 -3 3 5 6 -7 7 10 9 -11 11 13 -14 -15 16 -17 17 -19 -20 20 23 -23 -24 24 25 29 27 28 -30 -31
leaf_value=-0.00019784473406616601 0.00064195648592431105 0.00031174687421298586 -0.00076655620025121605 -0.00046438987067501462 0.00014236881033866667 -2.409459021838042e-06 0.00017423270253597627 0.00040429201305544539 -8.1944674893748011e-05 -0.00093028615437409218 0.0013504923843789757 -0.00062804432323900991 -0.00014645530890751009 -0.0010343441641889513 0.00011646093171029993 0.00079771365318182788 5.3377203015691559e-05 -0.0005680689095606794 0.00039902091241895944 -4.413293691504805e-05 0.00067951017175801095 -0.00051071573252556843 0.00057033582124859099 -0.00064635135058779272 0.00086588873838825916 0.00010531908861594275 -0.00030474241987879703 0.00071903663841579619 3.3781451718900919e-05 -0.00058944523858372132
leaf_weight=26 20 20 20 21 46 1792 35 35 40 30 21 20 60 25 138 22 23 20 23 400 20 36 26 20 22 20 36 37 47 20
leaf_count=26 20 20 20 21 46 1792 35 35 40 30 21 20 60 25 138 22 23 20 23 400 20 36 26 20 22 20 36 37 47 20
internal_value=0 1.66201e-06 -3.54798e-07 -1.60399e-05 2.27939e-05 -7.76058e-06 1.26603e-05 -1.49698e-05 -0.000238935 -0.00044552 1.21228e-05 -4.3549e-06 0.000241642 -3.08519e-05 0.000120629 0.000354392 3.28061e-05 -0.000235668 3.65605e-06 -9.2607e-06 8.83239e-06 -4.59095e-05 -6.63015e-06 0.000122755 6.76305e-05 0.00014609 0.000255429 0.000143511 0.00033562 -0.000242063
internal_weight=0 3095 3075 1833 1242 1813 1222 973 105 70 868 833 81 752 249 68 181 43 727 704 684 462 426 222 202 182 142 120 84 40
internal_count=3121 3095 3075 1833 1242 1813 1222 973 105 70 868 833 81 752 249 68 181 43 727 704 684 462 426 222 202 182 142 120 84 40
is_linear=0
shrinkage=0.1


Tree=2255
num_leaves=31
num_cat=0
split_feature=1429 155 16 50 155 1 40 150 147 10 43 9 150 475 1 160 1 1 448 1 1 0 1 42 3 4 0 3 1 160
split_gain=0.000112635 0.000395605 0.000185502 0.000503013 0.000350278 0.000152051 0.000295698 0.000142856 0.000223085 0.000144682 0.000571543 0.00048807 0.000157066 0.00035348 0.00057565 0.00110924 0.00109098 0.000417292 0.000387734 0.000232718 0.00124487 0.00454767 0.00175562 0.0026503 0.00174636 0.0013634 0.000944097 0.000777372 0.000676443 0.000538287
threshold=-0.23752499999999996 0.14721000000000004 0.62925500000000012 -0.23771499999999998 0.12509500000000004 0.16540500000000002 -0.24452499999999996 0.14582500000000004 0.11204500000000002 0.053330000000000009 -0.074974999999999986 0.091600000000000015 0.095565000000000011 -0.085684999999999997 0.090275000000000008 -0.082459999999999992 0.097115000000000021 0.11846000000000002 -0.052389999999999999 0.089625000000000024 0.09253500000000002 -0.095504999999999993 0.094090000000000021 0.086730000000000015 -0.082794999999999994 -0.081374999999999989 -0.23001499999999997 -0.080409999999999995 0.089175000000000018 0.11055500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 9 11 -11 12 19 -14 15 -15 -16 18 -18 26 21 -21 23 -22 25 -23 -8 -26 -28 -24
right_child=1 -3 3 -5 -6 -7 7 -9 -10 10 -12 -13 13 14 16 -17 17 -19 -20 20 22 24 29 -25 27 -27 28 -29 -30 -31
leaf_value=-0.00022547007141507825 -0.00037694649489865349 0.00037578081745388256 0.00016544398833782627 -0.00040850376252500294 0.00041884811176714728 0.00025507985416840274 0.00064975416933758313 0.00026598490498145114 -0.00033502341102575883 0.00015452758013976344 -0.00042555253356113104 0.00048386642502875818 0.00047250297918383566 0.00013522277467262295 0.00079086020477521035 -0.00069023143829933067 0.00019462627976241968 0.00030087766033830125 -0.00032306019767509918 -0.0017251069477060808 0.0014612982259131968 -0.00016285587626043709 -2.9568664680527573e-05 1.0555880769114832e-05 -0.00090990467786988523 0.00099080803475295564 -1.7679611386317772e-06 -0.00015178308230564367 0.00056915447584331223 -0.00055686455794784712
leaf_weight=22 21 28 26 37 20 23 23 20 20 33 35 21 21 41 23 27 23 35 39 20 20 20 605 34 21 21 1763 38 21 20
leaf_count=22 21 28 26 37 20 23 23 20 20 33 35 21 21 41 23 27 23 35 39 20 20 20 605 34 21 21 1763 38 21 20
internal_value=0 1.60063e-06 -1.81098e-06 -0.000171636 1.74587e-06 -1.04598e-06 -3.03279e-06 -3.65603e-07 -2.18743e-06 1.04833e-07 -0.000144043 3.56113e-06 -2.19647e-08 8.33876e-05 3.99226e-05 -0.000192531 0.000171646 2.48224e-05 -0.000131015 -6.71137e-06 -5.16515e-05 -0.000348567 8.22579e-07 0.000547868 -7.3259e-05 0.000428045 1.31598e-05 -0.000421623 4.95254e-06 -4.64421e-05
internal_weight=0 3099 3071 63 3008 2988 2965 2944 2924 2904 68 2836 2815 209 188 68 120 97 62 2606 799 120 679 54 100 41 1807 59 1784 625
internal_count=3121 3099 3071 63 3008 2988 2965 2944 2924 2904 68 2836 2815 209 188 68 120 97 62 2606 799 120 679 54 100 41 1807 59 1784 625
is_linear=0
shrinkage=0.1


Tree=2256
num_leaves=31
num_cat=0
split_feature=1373 48 4 151 1429 157 150 48 52 43 49 151 1348 448 474 2 472 0 0 12 3 0 9 474 13 12 9 33 2 0
split_gain=0.000107738 0.000317767 0.000615906 0.000141292 0.00111339 0.00157066 0.000498089 0.000844079 0.000268492 0.000195543 0.00031084 0.000177657 0.000164277 0.00018067 0.000150365 0.000572493 0.000164606 0.000170603 0.000715628 0.000421969 0.000373333 0.000349948 0.000219932 0.000222578 0.000199987 0.000313315 0.000180893 0.000260876 0.000518101 0.00154254
threshold=0.081220000000000014 0.093265000000000015 -0.0094449999999999968 -0.088279999999999983 0.083985000000000018 -0.086244999999999988 0.083095000000000016 0.086125000000000021 -0.0046699999999999997 -0.11180499999999999 -0.0020949999999999996 -0.08688499999999999 0.087660000000000016 -0.083859999999999976 0.10799000000000002 0.11067500000000001 -0.19476999999999997 0.10455500000000001 0.12358500000000001 0.086565000000000017 -0.24462999999999999 0.056435000000000006 -0.087589999999999987 0.10250500000000001 0.086705000000000018 0.099100000000000008 -0.036024999999999995 0.085305000000000006 -1.0000000180025095e-35 -0.080119999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 8 -8 9 -7 -11 -5 13 -13 16 -16 -15 21 -19 20 -20 22 -18 26 25 -21 -24 28 29 -28
right_child=1 -3 -4 11 -6 6 7 -9 -10 10 -12 12 -14 14 15 -17 17 18 19 24 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00083607287175254904 2.0721323006520314e-05 0.00020753173064969651 -0.00065450465362201532 -0.00026827113656327132 0.00073869223681116562 -0.00020065641816472635 0.00060977915082520884 -0.00015404103345170608 -0.00028989701511755842 -5.5721509270370013e-05 0.00041668427774521448 0.00029452295420924203 -0.00020701905366302912 0.00026441751494227597 -0.0004151623709225937 0.00018773722389856372 0.00026340521071688272 -0.00066068081010598693 9.1547365882433952e-05 0.00030261362671375367 -0.0004784859930320333 0.00034098913774575906 -0.0002400295859843027 0.00026581554796599276 0.00041232217493719268 -0.00025042812543688345 0.00083872253505562966 -0.00033586615818026271 -5.1456036552198209e-06 -0.00015708557729210174
leaf_weight=20 35 22 22 25 23 20 39 23 29 30 26 21 38 24 36 28 32 20 20 21 27 31 32 31 21 20 28 23 2319 35
leaf_count=20 35 22 22 25 23 20 39 23 29 30 26 21 38 24 36 28 32 20 20 21 27 31 32 31 21 20 28 23 2319 35
internal_value=0 -0.000115293 -0.000239892 2.99413e-06 8.21377e-05 1.38497e-06 0.000101679 0.000326427 -3.10285e-05 6.77502e-05 0.00016361 -2.87457e-06 -5.10866e-07 2.32312e-06 9.0153e-08 -0.000151394 3.70229e-06 1.34997e-06 -0.000110827 -9.93656e-06 -0.000235919 7.06741e-06 2.92678e-06 -4.50569e-07 0.000161372 3.28372e-05 -3.83762e-06 -6.94944e-07 2.54139e-06 0.000285496
internal_weight=0 79 57 3042 210 187 167 62 105 76 56 2832 2807 2769 2748 64 2684 2660 129 109 47 2531 2500 2468 62 41 2437 2405 2382 63
internal_count=3121 79 57 3042 210 187 167 62 105 76 56 2832 2807 2769 2748 64 2684 2660 129 109 47 2531 2500 2468 62 41 2437 2405 2382 63
is_linear=0
shrinkage=0.1


Tree=2257
num_leaves=31
num_cat=0
split_feature=156 475 1425 153 474 475 475 1375 3 484 1375 474 2 16 0 475 484 155 155 2 475 13 13 133 16 482 2 1429 49 42
split_gain=0.000124408 0.000369421 0.00015723 0.000157782 0.000189695 0.000168275 0.00106891 0.000774181 0.00206582 0.000567985 0.000533977 0.000219241 0.000451535 0.000291428 0.000188711 0.000170321 0.000263228 0.000170394 0.000230539 0.000165902 0.000143119 0.000662732 0.000959047 0.000483229 0.000554453 0.000328681 0.000286954 0.000269802 0.000701142 0.000250039
threshold=0.3248100000000001 0.13528000000000004 0.10129000000000002 0.086100000000000024 -0.10160499999999999 -0.085774999999999976 -0.086304999999999979 -0.15308499999999997 0.092670000000000016 0.085655000000000023 -0.090674999999999992 0.089190000000000005 0.08708500000000001 -0.004174999999999999 -0.26609999999999995 -0.084144999999999984 0.085595000000000018 0.11245500000000001 0.10626500000000001 0.094565000000000024 -0.010194999999999997 -0.082904999999999993 -0.085804999999999979 0.087720000000000006 0.26435500000000006 0.095830000000000012 0.089525000000000007 -1.0000000180025095e-35 0.086815000000000017 0.084635000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 19 6 9 8 -7 11 -9 12 -6 -14 -12 16 -16 18 20 -1 21 22 29 24 25 26 -23 28 -22 -17
right_child=-2 -3 -4 -5 5 7 -8 10 -10 -11 14 -13 13 -15 15 17 -18 -19 -20 -21 27 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.3211915654626311e-05 -0.00023171524795622604 0.00041971803709332437 -0.00028060341777745638 -0.00026614252545352268 0.00014788759181101342 0.00088523699348002087 -0.00078410639573121452 -0.00048231788070710459 -0.00041032474953681233 0.00045263820894710398 0.00029321954246949071 0.00018201407598098741 -0.00013807031015555064 -0.00067144543092581446 8.2421472069580813e-06 -0.00026769826044550259 0.00045151316582979191 0.00028635282065806676 -0.0003366509965243971 0.00041196955703309786 0.00056225958453848897 -0.00025590601893512671 -0.00075757615964297054 0.00049553456206229477 -0.00046153438510689585 0.00043539207240211826 0.00023062526202424619 -2.3393464147463493e-06 -0.00020212564375556428 0.0002147126378986286
leaf_weight=23 23 21 20 22 24 32 20 23 20 23 22 20 21 20 37 21 21 20 21 21 28 27 30 21 23 21 22 2431 21 22
leaf_count=23 23 21 20 22 24 32 20 23 20 23 22 20 21 20 37 21 21 20 21 21 28 27 30 21 23 21 22 2431 21 22
internal_value=0 1.72029e-06 -1.13247e-06 6.95927e-07 2.63018e-06 -4.0209e-07 -0.00011258 4.6132e-06 0.000386944 1.17766e-05 -2.45944e-06 -0.000107515 -0.000196601 -0.000398253 1.49922e-06 -8.21044e-07 0.000168737 -4.45264e-06 -6.61637e-06 0.000208755 -4.01767e-06 -8.83787e-05 -0.000323634 6.22672e-05 -3.55674e-05 0.000104393 -3.74634e-05 2.34342e-06 0.000234666 -2.08834e-05
internal_weight=0 3098 3077 3057 3035 2991 128 2863 52 108 2811 85 65 41 2788 2766 58 2708 2688 44 2667 187 73 114 93 70 49 2480 49 43
internal_count=3121 3098 3077 3057 3035 2991 128 2863 52 108 2811 85 65 41 2788 2766 58 2708 2688 44 2667 187 73 114 93 70 49 2480 49 43
is_linear=0
shrinkage=0.1


Tree=2258
num_leaves=31
num_cat=0
split_feature=33 9 2 43 43 1371 150 43 43 158 158 1374 151 1375 3 474 474 481 13 1429 401 12 12 133 12 0 12 4 12 16
split_gain=0.000109545 0.000138958 0.000684766 0.00011585 0.000453935 0.00045231 0.000517664 0.000672133 0.000632307 0.000345131 0.000589205 0.000334703 0.000748187 0.00034487 0.00128911 0.000318026 0.00038654 0.000299333 0.000262903 0.000253229 0.000272127 0.000370213 0.000629534 0.000983003 0.00062003 0.000713687 0.000672893 0.00107286 0.000567516 0.000744159
threshold=-0.009184999999999997 0.091600000000000015 -0.15339499999999998 -0.082389999999999977 -0.082144999999999982 0.083235000000000017 0.10699000000000002 -0.08287499999999999 -0.088704999999999992 0.10667500000000002 0.093160000000000007 0.086000000000000007 -0.0038099999999999996 -0.084629999999999997 0.090900000000000009 0.10341500000000002 0.089435000000000014 -0.27443499999999993 0.11217000000000001 0.085090000000000013 0.11769000000000002 0.093965000000000007 0.10408500000000002 0.047850000000000011 0.090695000000000012 -0.080689999999999984 0.088435000000000014 -0.0070899999999999991 0.084655000000000022 -0.081299999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 7 9 -8 10 15 13 -13 14 -6 16 19 -15 -19 20 21 24 23 -23 26 -26 28 -28 -2 -30
right_child=1 2 -4 4 11 -7 8 -9 -10 -11 -12 12 -14 17 -16 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0001870454804438557 4.552587545472245e-05 -0.00012318715896319853 0.0006072811860316766 -0.0004648589371671816 0.0008590739358623978 0.00045878905852987374 0.00010780043623526581 0.0005956522065042962 -0.000646570815355517 -0.00028006460739157368 0.00054674181288150571 -0.00071291336013625071 0.00011266407951631625 0.00037668595905415714 -0.00026271598901422252 0.00039486451311280364 -0.00037731021083891393 -1.5947401629570294e-05 0.00031030133808963005 0.00034932789554738481 0.00036498377199417782 0.0009613608317158651 -4.5652304558914061e-05 9.1201226250386505e-05 3.4286801659116717e-05 -0.00063654072672112046 -1.5781918244267054e-05 0.00091240960260620353 -0.00078224974728072997 -0.00011232690257455352
leaf_weight=31 221 33 21 22 20 24 20 21 25 36 22 21 23 20 21 22 25 2059 25 23 21 20 74 37 29 35 33 20 20 97
leaf_count=31 221 33 21 22 20 24 20 21 25 36 22 21 23 20 21 22 25 2059 25 23 21 20 74 37 29 35 33 20 20 97
internal_value=0 1.87652e-06 0.000160884 -9.51677e-07 -1.28841e-05 3.10273e-05 1.82105e-05 3.78239e-05 -0.000311295 2.18859e-05 3.7437e-05 -8.34167e-06 -0.000281362 -2.74126e-06 0.000284499 2.08865e-05 8.32539e-06 -8.33862e-06 -1.20337e-05 2.36284e-05 1.12872e-05 -1.38791e-06 0.000146743 0.00039652 -4.40367e-05 -0.000332572 3.19157e-06 0.000334479 -4.87559e-05 -0.000226844
internal_weight=0 3090 54 3036 2211 825 801 756 45 735 699 2189 44 2145 41 677 655 2104 2084 630 607 586 131 57 455 64 391 53 338 117
internal_count=3121 3090 54 3036 2211 825 801 756 45 735 699 2189 44 2145 41 677 655 2104 2084 630 607 586 131 57 455 64 391 53 338 117
is_linear=0
shrinkage=0.1


Tree=2259
num_leaves=31
num_cat=0
split_feature=10 1 0 0 33 10 45 2 150 52 147 147 16 2 13 447 16 3 3 13 52 2 0 2 0 2 48 0 51 160
split_gain=0.000124706 0.00112155 0.000721115 0.000283356 0.000251881 0.000162053 0.00012477 0.000144911 0.000185535 0.000560334 0.000314587 0.000154423 0.00016748 0.000313742 0.000391391 0.000245026 0.000142603 0.000323637 0.000209081 0.000423365 0.000246685 0.000201214 0.000197525 0.000704249 0.000592864 0.000466834 0.000558205 0.000573706 0.000755149 0.000799315
threshold=-0.011559999999999999 0.093400000000000025 -0.094299999999999981 -0.014954999999999998 -1.0000000180025095e-35 -0.38851999999999992 0.094030000000000016 0.15609500000000001 0.12765500000000005 -0.013374999999999998 0.10479500000000001 0.093875000000000014 -0.52595999999999987 0.096325000000000008 -0.087324999999999986 0.086765000000000023 -0.50690499999999983 0.31534000000000006 0.14121000000000003 -0.17933499999999997 -0.061194999999999992 0.096540000000000015 -0.11242999999999999 0.080205000000000012 -0.10836499999999999 0.083865000000000009 0.089670000000000014 -0.13843999999999998 0.089355000000000004 0.087570000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -2 -4 7 8 10 -10 11 12 13 -6 -15 16 21 18 19 -18 -20 -14 23 -21 -24 -25 27 28 29 -27
right_child=4 2 3 -5 6 -7 -8 -9 9 -11 -12 -13 15 14 -16 -17 17 -19 20 22 -22 -23 24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00076374615198888246 0.00030252359980035442 0.00046014901569739372 -0.00020500812166747418 -0.00043005868408892476 9.6901831380414991e-05 0.00016538025628068246 -0.00018385108657336486 0.00019013755747171053 8.3182532155963912e-05 -0.0006001510849455372 0.0003993722042650916 -0.00020158311037104452 -8.5514483944280071e-05 3.6928050791506068e-05 -0.0005145790905038255 0.00029270723966571193 -0.00044579196754576905 -0.00033021086621437437 -2.6549868510171238e-05 0.00055249181622739655 0.00037988678323017669 0.00031422022250219878 -0.00047011699665475772 -0.00042004390616923393 1.3103708303553115e-06 0.00010990337877256725 -0.00021908595419740685 0.00066796507208891857 0.00060270915989046143 -0.00058830441805184824
leaf_weight=21 28 29 21 22 36 27 36 41 30 20 20 37 20 22 31 30 21 29 28 29 32 34 27 21 2225 91 49 20 24 20
leaf_count=21 28 29 21 22 36 27 36 41 30 20 20 37 20 22 31 30 21 29 28 29 32 34 27 21 2225 91 49 20 24 20
internal_value=0 -9.99629e-05 4.08397e-05 -0.000132874 3.99718e-06 3.33534e-06 1.18563e-06 3.4537e-06 8.10735e-07 -0.000190151 4.16565e-06 1.36872e-06 4.06116e-06 -0.000130911 -0.000285652 8.51024e-06 5.31701e-06 1.99664e-06 5.72066e-06 1.34007e-06 0.000190216 0.00016617 5.08699e-06 8.86833e-05 -4.34173e-06 2.89036e-05 7.51188e-05 0.000168125 9.40751e-05 -1.58998e-05
internal_weight=0 120 99 70 3001 48 2973 2937 2896 50 2846 2826 2789 89 53 2700 2670 2616 2587 2527 60 54 2506 254 2252 225 204 155 135 111
internal_count=3121 120 99 70 3001 48 2973 2937 2896 50 2846 2826 2789 89 53 2700 2670 2616 2587 2527 60 54 2506 254 2252 225 204 155 135 111
is_linear=0
shrinkage=0.1


Tree=2260
num_leaves=31
num_cat=0
split_feature=33 34 9 1 1186 1186 129 393 132 1204 1203 393 394 367 39 1 15 12 0 12 46 0 159 147 2 147 31 159 1 1
split_gain=0.000115693 0.000118833 0.000223603 0.000709579 0.000109372 0.000213958 0.00018022 0.000122033 0.00249928 0.000134655 0.000141873 0.000131198 0.000229895 0.000114629 0.000279761 0.000188085 0.000252178 0.000117738 0.000242611 0.000256182 0.000203664 0.000290697 0.000170302 0.000121263 0.000443677 0.000310776 0.000153181 0.000409021 0.000166534 0.000607429
threshold=-0.009184999999999997 -0.112215 0.088235000000000022 0.11866500000000001 0.090275000000000008 0.10211000000000002 -0.077709999999999987 0.10483000000000002 -0.083284999999999984 0.057120000000000011 -1.0000000180025095e-35 0.091220000000000009 -0.10421499999999999 -0.0098099999999999975 -0.020804999999999994 0.16540500000000002 -0.56020999999999987 -0.095379999999999979 -0.15090499999999998 -0.10022999999999999 0.10253500000000002 -0.26609999999999995 0.078675000000000009 0.094075000000000006 0.11982500000000001 0.090635000000000007 -1.0000000180025095e-35 0.078675000000000009 0.14326500000000003 0.13820500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -6 -3 9 -9 10 -8 12 -12 -14 -15 16 -16 18 -18 22 21 -19 -20 25 -25 26 27 -23 29 -28
right_child=1 2 3 -5 5 -7 7 8 -10 -11 11 -13 13 14 15 -17 17 20 19 -21 -22 23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00019222259476420382 -0.00022965360813858833 -0.00022776960241701873 0.00067645027676917387 -8.2847279918496505e-05 0.0003851929005967187 -7.1822988793428529e-05 0.00023669106606394056 0.00096992774025156088 -0.00041465239860372094 -0.00026086753940035128 0.00030785601569126211 -0.00020717298443008578 0.00018520250414439944 -0.00036875797665873381 -0.00035845227685058493 0.00029575499883365062 -0.00020709259275463409 0.000358263931279494 -5.2218821991501551e-05 0.00047286408728475427 -0.00032403112505562603 -0.00046277072466909891 0.00030829135212115947 -0.00050033624450277002 0.00014970202852661413 0.0003790962286681558 -1.3006413465323591e-06 0.00012843744083180684 0.0002640400086934476 -0.00050690299782824402
leaf_weight=31 22 35 20 32 21 20 25 22 32 20 24 31 32 21 20 21 20 22 38 22 20 25 20 21 21 21 2393 22 23 24
leaf_count=31 22 35 20 32 21 20 25 22 32 20 24 31 32 21 20 21 20 22 38 22 20 25 20 21 21 21 2393 22 23 24
internal_value=0 1.92845e-06 3.58908e-06 0.00020919 4.42286e-08 0.000162258 -2.19133e-06 4.94129e-07 0.000149436 -2.29272e-06 -4.88292e-07 -2.5754e-06 -3.18277e-07 -2.97304e-06 -5.15954e-06 -2.3657e-06 -4.67416e-06 -2.04579e-06 0.000104427 0.000182307 -6.15353e-06 -3.6817e-06 7.2095e-05 -6.80436e-06 -0.000175317 -3.98238e-06 -7.21706e-06 -0.000186035 -3.77262e-06 -6.3211e-06
internal_weight=0 3090 3068 52 3016 41 2975 2940 54 2886 2866 2841 2810 2786 2754 2733 2712 2692 100 80 2592 2572 58 2550 42 2508 2487 47 2440 2417
internal_count=3121 3090 3068 52 3016 41 2975 2940 54 2886 2866 2841 2810 2786 2754 2733 2712 2692 100 80 2592 2572 58 2550 42 2508 2487 47 2440 2417
is_linear=0
shrinkage=0.1


Tree=2261
num_leaves=31
num_cat=0
split_feature=132 393 15 49 0 16 0 16 399 10 1 47 0 33 123 1429 155 16 50 155 11 11 13 14 160 14 41 14 13 9
split_gain=0.000121008 0.000494484 0.000303341 0.000136455 0.000214253 0.000444749 0.000235728 0.000268393 0.000225732 0.000121488 0.000916306 0.000625519 0.000316031 0.000230255 0.000135388 0.000121381 0.000296415 0.000181425 0.000467694 0.000281204 0.000166634 0.00025951 0.000692007 0.000223274 0.000670118 0.000499487 0.000281414 0.0002653 0.000409809 0.000308816
threshold=-0.083174999999999985 0.12069000000000002 0.091475000000000015 0.10347500000000003 -0.073309999999999986 -0.081299999999999983 -0.09595999999999999 -0.090764999999999985 0.088080000000000006 -0.011559999999999999 0.093400000000000025 0.07813500000000001 -0.040504999999999992 -1.0000000180025095e-35 0.084180000000000019 -0.23752499999999996 0.14721000000000004 0.62925500000000012 -0.23771499999999998 0.12509500000000004 0.10221500000000001 0.085630000000000026 0.095120000000000024 -0.31455999999999995 -0.067824999999999983 -0.087574999999999986 0.08690500000000001 0.078235000000000013 -1.0000000180025095e-35 0.085555000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 5 6 -1 -8 -9 10 -2 12 14 -11 -12 -15 17 19 -19 20 21 23 -23 24 -17 -25 27 29 -29 -27
right_child=1 -3 -4 -5 -6 -7 7 8 -10 13 11 -13 -14 15 -16 16 -18 18 -20 -21 -22 22 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.00042003121863152572 -0.00069645428519011371 0.00048893926515510043 -0.00036687421399013453 0.00019809586777531273 -0.00036401570658199493 0.00027450718887102533 0.00024643503334711726 -0.00031314986432285827 6.3183786655177503e-05 0.0002914934873323156 0.00018170364948067195 0.00053037475940072906 -0.00038956578541547065 -0.00024218808470322984 -0.00014077732339501381 -5.32848437279953e-05 0.00032875447525709334 0.0001530082051176578 -0.0004204050073343696 0.00037909924838459125 0.00025458647858333562 6.6583487851959143e-05 -0.00063562508389029826 -0.00045357277031143894 0.00065059774871250361 3.3768557078158593e-06 0.00035300643168106356 9.354108367713505e-05 -0.00042183927224767918 0.00037160820881937352
leaf_weight=21 21 21 30 24 20 39 23 37 28 28 30 20 25 20 23 38 28 25 33 20 26 36 23 24 21 2328 23 27 36 23
leaf_count=21 21 21 30 24 20 39 23 37 28 28 30 20 25 20 23 38 28 25 33 20 26 36 23 24 21 2328 23 27 36 23
internal_value=0 5.44894e-06 -7.11554e-05 -2.49494e-05 -5.6813e-05 -1.52991e-05 -0.000118991 -4.71522e-05 -0.000151037 1.92104e-06 -9.70081e-05 3.14447e-05 -9.64861e-05 6.18801e-06 4.17591e-05 3.26287e-06 5.07365e-06 1.69569e-06 -0.000173244 5.56103e-06 2.69317e-06 1.53727e-07 -0.000207159 5.00747e-06 0.00019725 3.98661e-07 4.86945e-06 1.55249e-06 -0.000200962 6.97929e-06
internal_weight=0 2899 222 192 168 148 109 88 65 2878 119 98 78 2759 53 2731 2711 2683 58 2625 2605 2579 59 2520 59 2461 2437 2414 63 2351
internal_count=3121 2899 222 192 168 148 109 88 65 2878 119 98 78 2759 53 2731 2711 2683 58 2625 2605 2579 59 2520 59 2461 2437 2414 63 2351
is_linear=0
shrinkage=0.1


Tree=2262
num_leaves=31
num_cat=0
split_feature=33 156 475 11 0 52 2 52 156 47 47 47 49 43 43 4 1 16 1 12 131 400 0 130 1428 157 16 3 16 3
split_gain=0.000120956 0.000119339 0.000325629 0.00017992 0.000617372 0.000316846 0.00075296 0.000190081 0.000254428 0.000167267 0.00110829 0.000754089 0.000272041 0.000306558 0.000286011 0.000399662 0.000415374 0.000590652 0.000386048 0.000223015 0.000209122 0.000210029 0.000205153 0.000195085 0.000173033 0.000357717 0.000195744 0.00062155 0.000998029 0.000829042
threshold=-0.009184999999999997 0.3248100000000001 0.13528000000000004 0.090920000000000015 0.024095000000000002 -0.55692499999999978 0.10060500000000001 -0.55061999999999989 -0.094124999999999986 0.094160000000000008 0.096850000000000006 0.090920000000000015 -0.0087049999999999992 -0.085154999999999995 -0.087324999999999986 -0.0065699999999999986 0.10781 -0.15012499999999998 0.12000500000000001 0.086305000000000007 0.13767000000000004 -0.090569999999999998 -0.26343999999999995 0.083500000000000005 -0.071779999999999997 0.25201500000000004 0.15891500000000003 -0.094874999999999987 0.22339500000000004 -0.082484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -7 -9 11 -11 20 13 -12 -14 19 17 -17 -18 -16 21 23 -23 -10 -24 26 -26 -28 -29 -30
right_child=1 -3 -4 4 -6 7 -8 8 9 10 12 -13 14 -15 15 16 18 -19 -20 -21 -22 22 24 -25 25 -27 27 28 29 -31
leaf_value=-0.00019654641810414053 -6.6998471406155401e-05 -0.00022496469242943695 0.00039610192844910286 4.2235091581969931e-05 -0.00055882801767438651 -0.00028610003507270924 0.00065155247721122584 0.00028746387566394745 0.00036408508971362612 0.00065772634652916926 4.9728044610847496e-05 -0.00059175114967563956 -0.00019505811823108116 -0.00048442938687830151 0.0001462610463022429 -0.00063992095412686474 0.00040368930751676947 7.7077139576431367e-05 -2.9650687960943641e-05 0.00056167832299252045 -0.00030391520938238782 0.0003059289911540137 -0.00027515524404104021 -1.8424975921031242e-05 8.2890710282312285e-07 0.00040560988418292254 0.0002263505004372505 -0.00082323553339977342 -0.00066944352650104766 -1.3972190127631644e-05
leaf_weight=31 35 23 21 54 25 23 25 31 30 29 21 22 39 22 28 20 34 27 52 24 23 21 24 24 2143 21 49 21 22 157
leaf_count=31 35 23 21 54 25 23 25 31 30 29 21 22 39 22 28 20 34 27 52 24 23 21 24 24 2143 21 49 21 22 157
internal_value=0 1.97182e-06 3.67366e-06 9.6815e-07 -0.000147975 4.93394e-06 0.000232398 2.39121e-07 2.52269e-06 -5.73415e-07 7.05929e-05 -8.81167e-06 6.82183e-06 -0.000223562 5.10473e-05 0.000102929 1.10245e-05 -0.000228028 0.00014167 0.000337992 -3.75263e-06 -1.00433e-06 -5.29016e-06 0.000194081 -7.97199e-06 -5.31455e-06 -8.92216e-06 -9.2844e-05 -0.000171047 -9.45329e-05
internal_weight=0 3090 3067 3046 79 2967 60 2907 2884 2853 296 2557 267 43 224 185 133 47 86 52 2535 2512 2458 54 2437 2413 2392 249 200 179
internal_count=3121 3090 3067 3046 79 2967 60 2907 2884 2853 296 2557 267 43 224 185 133 47 86 52 2535 2512 2458 54 2437 2413 2392 249 200 179
is_linear=0
shrinkage=0.1


Tree=2263
num_leaves=31
num_cat=0
split_feature=1 1 33 1375 1 1374 483 0 1210 1 4 1 159 457 0 1 1 50 2 1 1 2 43 13 1 12 52 1 2 42
split_gain=0.000115038 0.00198843 0.000968873 0.000457689 0.000462412 0.000583671 0.000487417 0.00046898 0.000426811 0.000410894 0.00102993 0.000694126 0.000383429 0.000300479 0.000374503 0.000267856 0.000346589 0.000685789 0.000543774 0.000300205 0.00115018 0.00084269 0.000551746 0.00059864 0.00110828 0.000963129 0.0011557 0.00060676 0.000607286 0.00036007
threshold=0.091535000000000019 0.09202500000000001 -1.0000000180025095e-35 0.093520000000000006 0.092695000000000013 -1.0000000180025095e-35 -0.096724999999999992 -0.26609999999999995 -0.42132499999999995 0.090540000000000023 -0.076229999999999978 0.090130000000000016 0.12363500000000001 0.10487 -0.23001499999999997 0.093700000000000019 0.096255000000000021 0.096900000000000014 0.089525000000000007 0.10337500000000001 0.104035 0.10731 -0.24021999999999996 0.097995000000000013 0.10557500000000002 0.098330000000000015 -0.075329999999999994 0.10781 0.10699500000000002 -0.011544999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 -4 -6 -7 -8 -1 11 -11 13 15 14 -10 -9 17 18 -17 21 -21 29 -22 24 -24 -25 -27 28 -26 -18
right_child=1 2 3 -5 5 6 7 12 9 10 -12 -13 -14 -15 -16 16 19 -19 -20 20 22 -23 23 25 27 26 -28 -29 -30 -31
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leaf_weight=21 24 24 21 20 23 22 24 34 34 25 23 26 21 36 1898 26 23 25 20 25 27 26 22 22 23 23 22 448 20 93
leaf_count=21 24 24 21 20 23 22 24 34 34 25 23 26 21 36 1898 26 23 25 20 25 27 26 22 22 23 23 22 448 20 93
internal_value=0 -2.6809e-05 -5.92286e-06 -2.08445e-05 -1.12765e-05 -1.21544e-06 -1.3317e-05 -2.24105e-06 1.37489e-05 9.13623e-06 0.000298257 2.17646e-06 9.39285e-06 8.95804e-06 1.42919e-05 -6.95871e-07 -1.17689e-05 -0.000223225 -0.000452342 7.62823e-06 -2.18923e-05 0.000139015 5.48564e-06 -1.50848e-05 2.16306e-05 -0.000296204 -3.11036e-05 -9.48205e-06 -0.000368299 2.36839e-05
internal_weight=0 1058 1034 1010 990 969 946 924 2063 2042 48 1994 900 1968 1932 879 845 71 46 774 632 142 607 580 513 67 45 491 43 116
internal_count=3121 1058 1034 1010 990 969 946 924 2063 2042 48 1994 900 1968 1932 879 845 71 46 774 632 142 607 580 513 67 45 491 43 116
is_linear=0
shrinkage=0.1


Tree=2264
num_leaves=31
num_cat=0
split_feature=33 156 475 1425 1426 1428 474 16 13 3 12 43 0 475 1 42 2 49 16 2 1 130 130 11 4 2 2 47 47 47
split_gain=0.000145761 0.000107673 0.000274111 0.000164456 0.000135247 0.000172925 0.000391021 0.000166385 0.000318387 0.000402786 0.000594366 0.000955908 0.000575911 0.000633559 0.000501591 0.000480133 0.000532576 0.000491732 0.00036205 0.000358241 0.000337996 0.000218295 0.000287805 0.000229919 0.000223353 0.000366216 0.00084214 0.00026584 0.000301046 0.000300735
threshold=-0.009184999999999997 0.3248100000000001 0.13528000000000004 0.10129000000000002 1.0000000180025095e-35 -0.071779999999999997 -0.42010499999999995 0.15891500000000003 -0.074519999999999989 -0.094874999999999987 0.089410000000000003 -0.092909999999999979 -0.019414999999999998 -0.0070399999999999994 0.13408500000000004 0.096035000000000023 0.11870500000000002 0.097940000000000013 0.38525000000000004 0.099185000000000009 0.10060500000000001 -0.22562499999999999 -0.14750499999999997 0.10458500000000001 -0.17966999999999997 0.092635000000000009 0.11585500000000001 0.13283000000000003 0.12431000000000002 0.10843500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 21 18 10 -10 -12 14 -14 15 16 17 20 19 -9 -11 -8 -23 24 25 -24 -27 28 29 -26
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leaf_weight=31 23 23 21 20 26 20 24 48 23 35 24 30 20 20 23 21 26 31 34 21 39 20 31 20 2311 21 36 25 20 54
leaf_count=31 23 23 21 20 26 20 24 48 23 35 24 30 20 20 23 21 26 31 34 21 39 20 31 20 2311 21 36 25 20 54
internal_value=0 2.16459e-06 3.78111e-06 1.29883e-06 3.18786e-06 1.21973e-06 3.33002e-06 3.49447e-07 -6.00625e-05 -0.000113384 8.28701e-05 0.000264191 -0.000183671 -0.000526003 -0.000105424 -0.00017128 -0.000100121 -0.000200454 9.11029e-05 -4.05046e-05 -6.03879e-05 9.66354e-06 1.25021e-05 9.5009e-06 6.79707e-06 0.00016328 0.000313722 1.08318e-06 4.48356e-06 1.21639e-06
internal_weight=0 3090 3067 3046 3026 3000 2977 2957 395 292 77 54 215 40 175 152 131 105 103 69 74 2562 2538 2518 2498 88 57 2410 2385 2365
internal_count=3121 3090 3067 3046 3026 3000 2977 2957 395 292 77 54 215 40 175 152 131 105 103 69 74 2562 2538 2518 2498 88 57 2410 2385 2365
is_linear=0
shrinkage=0.1


Tree=2265
num_leaves=31
num_cat=0
split_feature=33 2 4 1 9 4 9 394 1375 3 52 159 3 4 402 1209 0 2 1 0 1453 2 2 13 2 16 2 15 2 2
split_gain=0.000118066 0.000110936 0.00054671 0.00480218 0.00101866 0.000901111 0.000483864 0.000494965 0.000381799 0.00048695 0.000802713 0.000462267 0.00104564 0.000442421 0.000425788 0.000940738 0.00035456 0.000361385 0.000351401 0.000552475 0.000348856 0.000389026 0.000395992 0.000912728 0.000545226 0.00081693 0.000616905 0.0031366 0.000992474 0.00104626
threshold=-0.009184999999999997 0.088125000000000023 0.053180000000000012 0.094220000000000012 0.085555000000000006 0.060330000000000002 -0.013509999999999999 0.10276 0.086520000000000014 -0.065819999999999976 -0.010034999999999999 0.080005000000000007 -0.082404999999999992 -0.016304999999999997 0.2506000000000001 -0.092099999999999987 -0.26609999999999995 0.088300000000000003 0.087325000000000014 -0.21861499999999998 -0.082234999999999989 0.088555000000000009 0.089125000000000024 -0.077799999999999994 0.089775000000000008 -0.079109999999999986 0.090935000000000016 0.082685000000000022 0.091265000000000013 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -5 -2 8 9 11 18 14 -13 -12 15 -8 -3 -18 19 -11 -19 -22 23 -23 25 -24 27 -26 -28 -30
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leaf_weight=31 33 25 30 20 20 161 21 22 22 20 20 77 20 29 20 915 21 20 22 22 28 23 26 38 71 36 30 25 21 1252
leaf_count=31 33 25 30 20 20 161 21 22 22 20 20 77 20 29 20 915 21 20 22 22 28 23 26 38 71 36 30 25 21 1252
internal_value=0 1.94813e-06 2.17875e-05 0.000170789 -3.10503e-06 -2.34337e-05 8.28679e-06 -2.01684e-06 -1.07204e-05 -1.85074e-05 -0.000215781 2.66242e-06 -0.000205343 -0.000520383 2.37676e-05 3.3523e-05 -1.61479e-05 -1.02763e-05 1.74305e-05 -0.000152159 -4.7643e-06 5.90246e-07 -6.20484e-06 -0.000255834 4.21775e-06 0.000294404 -8.64253e-06 -0.000253288 9.38199e-06 -4.01582e-06
internal_weight=0 3090 1474 211 1263 181 1243 1210 1188 1166 113 1053 97 49 956 936 1616 1591 64 42 1570 1550 1522 61 1461 62 1399 96 1303 1273
internal_count=3121 3090 1474 211 1263 181 1243 1210 1188 1166 113 1053 97 49 956 936 1616 1591 64 42 1570 1550 1522 61 1461 62 1399 96 1303 1273
is_linear=0
shrinkage=0.1


Tree=2266
num_leaves=31
num_cat=0
split_feature=130 2 11 1 33 9 3 46 471 1446 133 403 133 1208 1208 403 403 2 4 160 2 154 474 471 2 403 1425 52 157 43
split_gain=0.000124541 0.000227715 0.000263491 0.000248815 0.000235977 0.000160923 0.000479267 0.000164086 0.00015603 0.000129991 0.00120437 0.0006102 0.00113694 0.000443696 0.000968122 0.000513521 0.000379069 0.000573434 0.000437654 0.00034201 0.000564833 0.000258901 0.000387606 0.000275888 0.00024146 0.000211354 0.000204081 0.000175067 0.000296636 0.000145992
threshold=-0.23123999999999997 0.31358000000000003 -0.011194999999999998 0.15799000000000005 -0.012019999999999998 0.091600000000000015 -0.020429999999999997 0.096120000000000011 0.10338500000000002 0.083715000000000026 0.10995500000000001 -0.54856499999999986 0.40945500000000007 0.099975000000000008 0.11332500000000002 -0.52800499999999995 -0.085284999999999986 0.085155000000000022 -0.015039999999999998 -0.090764999999999985 0.089725000000000013 1.0000000180025095e-35 -0.26322499999999993 -0.086614999999999984 0.09142500000000002 -0.49218499999999993 0.10129000000000002 -0.55692499999999978 -0.083944999999999978 -0.081454999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 8 9 11 16 12 -6 15 -15 -13 -11 18 -18 20 -19 22 -17 -24 29 -25 27 28 -27 -21
right_child=1 -3 3 -5 5 6 -8 -9 -10 10 -12 13 -14 14 -16 21 17 19 -20 24 -22 -23 23 25 -26 26 -28 -29 -30 -31
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leaf_weight=23 26 30 24 25 22 27 20 31 25 22 29 31 23 23 28 27 36 21 28 25 26 22 22 29 39 20 23 2351 23 20
leaf_count=23 26 30 24 25 22 27 20 31 25 22 29 31 23 23 28 27 36 21 28 25 26 22 22 29 39 20 23 2351 23 20
internal_value=0 -1.72122e-06 9.59726e-07 -1.74961e-06 8.53795e-07 3.35817e-06 0.000186937 4.29374e-07 -2.0044e-06 1.47413e-07 6.96772e-05 -6.32169e-06 -0.000371414 -3.61543e-10 0.000292048 -5.84591e-06 -1.12104e-05 3.31835e-05 0.000278525 -8.66777e-05 -0.000302688 -8.63736e-07 -3.87536e-06 2.47219e-07 3.41851e-05 -2.92364e-06 -6.1435e-06 -3.29534e-06 0.00019666 0.000192022
internal_weight=0 3098 3068 3042 3017 2993 47 2946 2915 2890 246 2644 45 2599 51 2548 217 195 64 131 47 2517 2495 2468 84 2446 2417 2394 43 45
internal_count=3121 3098 3068 3042 3017 2993 47 2946 2915 2890 246 2644 45 2599 51 2548 217 195 64 131 47 2517 2495 2468 84 2446 2417 2394 43 45
is_linear=0
shrinkage=0.1


Tree=2267
num_leaves=31
num_cat=0
split_feature=1209 457 13 456 1375 1374 457 1375 150 1348 0 148 150 148 0 160 1212 483 482 482 52 16 1 158 160 4 15 15 4 49
split_gain=0.000113417 0.000102648 0.000379079 0.000192499 0.000165746 0.000221144 0.000170185 0.000162581 0.000178503 0.00039396 0.000193899 0.000231106 0.000213674 0.000159789 0.000167269 0.000133384 0.000414148 0.000434874 0.00121427 0.000978086 0.000448303 0.000604012 0.000491218 0.000475883 0.000412375 0.00038133 0.000642589 0.000560988 0.000486557 0.000463619
threshold=-0.14444499999999996 -0.14786499999999997 -0.082759999999999986 -0.087384999999999977 0.093520000000000006 0.086765000000000023 0.51278000000000012 -0.13067499999999996 0.12416000000000001 -0.047944999999999995 -0.26343999999999995 0.090290000000000023 -0.10247999999999999 -0.08670499999999999 -0.23091999999999999 -0.090484999999999996 0.087615000000000012 0.098395000000000024 0.098465000000000011 0.089605000000000018 -0.0055649999999999996 -0.010699999999999999 0.12958500000000003 0.10380000000000002 -0.088244999999999976 -0.050494999999999991 0.11601500000000002 -0.0072999999999999992 0.0045450000000000013 0.08610000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 -5 9 -9 -11 12 -12 -14 -15 16 17 19 -19 20 21 -16 23 25 -17 26 -22 28 29 -27
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leaf_weight=20 23 31 21 39 35 34 21 20 21 25 22 24 25 28 20 24 26 24 22 20 58 24 20 22 2286 51 22 37 40 36
leaf_count=20 23 31 21 39 35 34 21 20 21 25 22 24 25 28 20 24 26 24 22 20 58 24 20 22 2286 51 22 37 40 36
internal_value=0 -1.53092e-06 0.00015012 -3.71367e-06 -1.17379e-06 1.35792e-06 -1.55778e-06 -3.58671e-06 -8.5638e-07 -2.9775e-06 1.19692e-07 -2.32886e-06 3.13068e-07 -2.13912e-06 -4.41881e-06 -1.92656e-06 4.977e-05 7.5154e-05 0.000364215 3.71632e-05 7.83172e-05 0.000375474 3.26008e-05 -3.33511e-06 -1.13707e-05 3.68279e-05 -0.000142164 0.000124141 2.43125e-05 -0.000108407
internal_weight=0 3101 44 3057 3026 2991 2957 2936 2897 2876 2856 2831 2807 2785 2760 2732 422 396 46 350 330 44 286 266 2310 244 80 164 127 87
internal_count=3121 3101 44 3057 3026 2991 2957 2936 2897 2876 2856 2831 2807 2785 2760 2732 422 396 46 350 330 44 286 266 2310 244 80 164 127 87
is_linear=0
shrinkage=0.1


Tree=2268
num_leaves=31
num_cat=0
split_feature=132 1185 1203 131 48 132 2 3 16 51 129 133 133 482 3 151 11 15 43 15 4 2 16 12 2 13 16 13 14 12
split_gain=0.000104405 0.000400835 0.000262259 0.000133418 0.000186146 0.000265017 0.00031065 0.000241676 0.000130462 0.000605906 0.000479043 0.000417632 0.00030684 0.000321588 0.000338767 0.000491775 0.000502107 0.000422532 0.00123015 0.00040427 0.000511617 0.000454333 0.000579565 0.000704292 0.00116186 0.000213808 0.000545321 0.000314793 0.000298445 0.000231959
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -7 9 11 -10 -3 -13 14 15 -14 -17 18 -16 20 -19 -21 23 24 -23 26 -12 -27 -28 -29
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leaf_value=-1.3838580780429768e-05 0.00044036729557860998 -0.00032769259198222505 -0.00035818887150122059 -0.0002703270765778143 -0.00025031641300301996 3.4137770647551709e-05 0.00054352091385680981 -0.00035016807669308037 0.00049874163640197368 -0.00045928943560063617 0.00060174369195010514 0.00039683480761596005 -0.00021012991492170842 0.000385538263944909 0.00012138827839711061 0.0006120986478545719 -2.1439480373043229e-05 0.00054751197522273285 -0.00080902035697363319 0.00017146225458087758 -1.45093259482604e-05 -0.00080669458984630185 -0.00059329354022840319 0.00035934817312339035 7.7625918082701865e-05 -0.00034110205928704497 -0.00027696952408102029 -0.00024574111019909334 0.00010198480201999643 6.8192668681367507e-06
leaf_weight=20 21 39 27 20 25 90 20 20 20 33 20 20 24 20 30 29 22 25 27 44 46 24 29 26 39 27 24 37 155 2118
leaf_count=20 21 39 27 20 25 90 20 20 20 33 20 20 24 20 30 29 22 25 27 44 46 24 29 26 39 27 24 37 155 2118
internal_value=0 5.06136e-06 -6.6094e-05 -2.56501e-05 2.313e-06 4.44179e-05 0.000264841 -3.5736e-05 1.88505e-06 -4.58825e-05 1.13749e-05 -1.51563e-05 1.49398e-05 -4.89889e-06 -2.62927e-05 0.000163148 0.000338808 -7.52859e-05 -0.000319332 -1.55837e-05 0.000183385 -0.000102786 -0.000205048 -7.85416e-05 -0.000259258 7.28109e-06 0.000106509 -1.76855e-06 5.11753e-05 2.48296e-06
internal_weight=0 2899 222 195 175 150 40 110 2878 477 2401 444 405 385 365 75 51 290 57 233 71 162 118 89 63 2381 199 2182 179 2155
internal_count=3121 2899 222 195 175 150 40 110 2878 477 2401 444 405 385 365 75 51 290 57 233 71 162 118 89 63 2381 199 2182 179 2155
is_linear=0
shrinkage=0.1


Tree=2269
num_leaves=31
num_cat=0
split_feature=484 484 2 13 157 481 481 484 484 1 1456 484 403 403 403 402 1456 42 481 154 474 471 2 2 1375 12 49 2 49 42
split_gain=0.000105472 0.000124218 0.000253236 0.000403344 0.000197636 0.000169817 0.000205116 0.00173735 0.000197758 0.000315978 0.000180339 0.000851628 0.000423447 0.000307056 0.000328231 0.000238467 0.000223018 0.000310827 0.000161998 0.00014614 0.000291276 0.000184142 0.000151176 0.000420461 0.00110634 0.00104109 0.00073961 0.00144865 0.00125057 0.00137563
threshold=-0.52850499999999989 -0.23687999999999995 0.094095000000000012 -0.083364999999999981 -0.52541999999999989 -0.15689499999999998 -0.086484999999999992 -0.081614999999999979 -0.13719999999999996 0.083835000000000007 0.085790000000000019 -0.085034999999999986 -0.55327499999999985 -0.54631999999999992 -0.5335399999999999 0.31115000000000004 0.11510000000000002 0.086835000000000009 -0.082949999999999982 0.085530000000000009 -0.45463999999999999 -0.076454999999999981 0.088125000000000023 0.087545000000000026 -0.15308499999999997 0.084100000000000022 0.08610000000000001 0.086375000000000021 1.0000000180025095e-35 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -6 7 -7 9 -8 12 -12 -10 -14 -15 18 17 -13 -16 20 -20 -22 23 24 -23 -25 28 -28 -26 -30
right_child=1 4 -4 -5 5 6 8 -9 10 -11 11 16 13 14 15 -17 -18 -19 19 -21 21 22 -24 25 26 -27 27 -29 29 -31
leaf_value=-0.00022890589287271725 0.00031096328355488371 -0.00028751906853964707 0.00034767381035752837 -0.00029153983586002144 -0.00021839232017685259 -0.00020867335283233283 0.00050248633735463957 0.0009195040757601549 0.00042841655281929136 -4.6708827664009405e-05 -0.0006855624503673012 0.00011177636367981049 -0.00033802279945963098 0.00033550520642291245 -0.00026432962192262966 -0.00033839450639096047 0.00027898408449761081 -0.00034753646110542691 -0.00036217171026774772 0.00027150684094522152 0.00028492820413742701 -0.00069213171566595772 -2.3114278081000825e-05 0.00087209376273676752 2.3850169326181657e-05 3.8989715433975411e-05 4.6602308942022286e-05 0.0010092802411897784 5.4369976278394465e-05 -0.0011044538252809573
leaf_weight=20 20 24 31 25 35 39 20 21 23 22 22 34 27 29 23 21 23 26 22 20 23 22 1308 20 1044 60 54 22 20 21
leaf_count=20 20 24 31 25 35 39 20 21 23 22 22 34 27 29 23 21 23 26 22 20 23 22 1308 20 1044 60 54 22 20 21
internal_value=0 1.47633e-06 0.000127745 -2.37607e-05 -1.69605e-06 5.89775e-07 3.17385e-06 0.000186189 -6.04845e-07 0.000214813 -3.7639e-06 -0.000132393 1.13138e-06 -2.46056e-06 8.83911e-07 -2.73699e-06 1.42299e-05 -8.72592e-05 -8.60672e-08 2.21955e-06 1.60777e-07 3.23376e-06 7.13738e-07 2.53907e-05 1.03865e-05 0.000247266 2.36987e-05 0.000325272 2.5746e-06 -0.000539174
internal_weight=0 3101 76 45 3025 3001 2966 60 2906 42 2864 105 2759 2736 2709 2680 83 60 2659 2636 2616 2594 2571 1263 1183 80 1161 76 1085 41
internal_count=3121 3101 76 45 3025 3001 2966 60 2906 42 2864 105 2759 2736 2709 2680 83 60 2659 2636 2616 2594 2571 1263 1183 80 1161 76 1085 41
is_linear=0
shrinkage=0.1


Tree=2270
num_leaves=31
num_cat=0
split_feature=402 1212 402 401 1365 1375 457 0 48 48 0 447 457 0 0 1186 403 13 13 131 43 403 12 481 42 13 43 160 2 3
split_gain=0.000111319 0.0001673 0.00013566 0.000147855 0.000107634 0.00010265 0.00032908 0.000920005 0.000179392 0.000168697 0.000181935 0.000192101 0.000254521 0.000156458 0.000463855 0.000311493 0.000602681 0.000330742 0.000622779 0.000594637 0.000656705 0.00112939 0.00109067 0.000613686 0.000779879 0.000673151 0.00056756 0.00056373 0.000556651 0.000497156
threshold=0.31278000000000006 0.15049500000000002 0.13597000000000001 0.12828500000000001 0.087370000000000017 0.08517000000000001 -0.09139499999999999 -0.089604999999999976 -0.11155999999999998 -0.089814999999999992 -0.26343999999999995 0.094580000000000011 0.41269500000000009 -0.084674999999999986 -0.085034999999999986 0.021560000000000003 -0.074254999999999988 -0.077944999999999987 -0.079969999999999986 0.08956500000000002 0.055925000000000009 -0.084119999999999986 0.095175000000000023 -0.073474999999999985 0.087195000000000009 -0.084419999999999981 -0.077319999999999986 -0.074254999999999988 0.092875000000000013 -0.081814999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -7 -8 -1 -10 -11 12 13 14 -12 17 -17 18 19 20 21 -15 -22 26 25 -25 -23 -21 -20 -26
right_child=-2 -3 -4 -5 -6 6 7 -9 9 10 11 -13 -14 15 -16 16 -18 -19 28 27 22 23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=-0.00024652919942284293 0.00022946122612449386 -0.00028284949117473197 0.00018813864716273537 -0.00027298293171043044 0.00017942253969412185 0.00017340804527824123 -0.00079391597479116182 5.6296521174122716e-05 0.00027317740529289716 0.00026984472083859144 -1.705230588376838e-05 -0.00028282575076445939 0.00034009737269529567 -0.00069191465736366813 -0.00036759206868737239 0.00067379362409978759 -2.0039092769072723e-05 -1.6309847257217722e-05 0.00075412841618526731 -0.00069177442317595709 2.9832222000030536e-05 8.7827326904516665e-05 0.00099671528543694883 2.5739720149431379e-05 -0.00055482990068672481 0.00059840484265199243 0.00078425121451304721 2.0515561103820802e-05 7.9889491523014544e-05 -4.3146936063826389e-05
leaf_weight=29 21 21 38 20 33 27 20 35 23 25 1177 24 22 20 39 21 31 1124 25 20 28 25 20 65 28 30 22 25 24 59
leaf_count=29 21 21 38 20 33 27 20 35 23 25 1177 24 22 20 39 21 31 1124 25 20 28 25 20 65 28 30 22 25 24 59
internal_value=0 -1.55442e-06 3.64125e-07 -1.98228e-06 -1.88173e-07 -2.17182e-06 -0.000112511 -0.000252872 9.41676e-07 3.43617e-06 1.26236e-06 -1.11111e-06 1.29928e-06 -1.37897e-06 -2.82949e-05 1.9508e-05 0.000260163 1.12479e-05 9.04675e-05 4.26966e-05 9.4023e-05 2.87359e-05 0.0004327 9.16748e-05 8.48528e-06 0.000206581 0.000413813 -0.000296058 0.000423889 -0.000207827
internal_weight=0 3100 3079 3041 3021 2988 82 55 2906 2877 2854 2829 2805 2783 1216 1567 52 1515 391 342 297 249 48 229 182 95 47 45 49 87
internal_count=3121 3100 3079 3041 3021 2988 82 55 2906 2877 2854 2829 2805 2783 1216 1567 52 1515 391 342 297 249 48 229 182 95 47 45 49 87
is_linear=0
shrinkage=0.1


Tree=2271
num_leaves=31
num_cat=0
split_feature=33 9 2 0 1429 156 12 12 12 12 12 2 160 40 3 3 0 0 42 15 1213 2 48 16 51 155 12 16 4 155
split_gain=9.78883e-05 0.000128973 0.000703402 0.000111573 9.87952e-05 0.000274677 0.00011695 0.00139814 0.00120428 0.000590516 0.0005346 0.000973919 0.000297583 0.000330635 0.000370052 0.000659851 0.00028018 0.000593409 0.000499823 0.000363313 0.000352737 0.000346248 0.000293685 0.000381239 0.000221891 0.000220763 0.000325938 0.000497667 0.000703539 0.000361601
threshold=-0.044254999999999996 0.088235000000000022 -0.14451499999999998 1.0000000180025095e-35 -0.23752499999999996 0.28241000000000005 0.098150000000000015 0.097575000000000009 0.097145000000000023 0.096525000000000014 0.10061500000000002 0.095195000000000016 0.084770000000000026 -0.24290999999999999 -0.05647499999999999 -0.042499999999999989 -0.074229999999999977 -0.068189999999999987 0.11839500000000001 0.090455000000000021 -0.053734999999999998 0.11293500000000002 0.086425000000000016 -0.095964999999999981 -0.097539999999999974 0.12509500000000004 0.095330000000000012 -0.072359999999999994 -0.076779999999999987 0.10626500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 7 8 9 25 11 -8 13 -12 16 -16 19 -18 20 22 -19 -22 23 -15 -23 26 29 -28 -29 -6
right_child=1 2 -4 -5 5 -7 10 -9 -10 -11 12 -13 -14 14 15 -17 17 18 -20 -21 21 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00021019287153401162 -0.00020964903603519567 -6.5765543790210199e-05 -0.00061703859024592449 0.00025304532720751708 1.0870440012785999e-05 0.00032666081617487811 8.3270218601683163e-05 0.00084151861796271992 -0.00077079205686459318 0.00039435662016062571 -0.00042051154192449761 -0.00066304062282951143 0.00030759606703088203 0.00042292114651900194 0.00052926093521818982 -0.0001729462526070521 0.0004272449981613136 -0.00021743478111388602 -0.00044560773083223749 -0.00043089427752420308 0.00047299138247035451 0.0002485974747105502 -0.00032927359705874033 -9.367115574423224e-05 -0.00020683608511361576 0.00029777466552332048 -0.00063024740171385935 0.00032818703524147474 -0.00034708860330283646 -0.00031299508617459133
leaf_weight=22 22 23 21 21 2297 26 34 20 20 39 20 36 29 20 32 23 32 34 26 35 25 20 28 50 23 25 20 27 36 35
leaf_count=22 22 23 21 21 2297 26 34 20 20 39 20 36 29 20 32 23 32 34 26 35 25 20 28 50 23 25 20 27 36 35
internal_value=0 -1.49217e-06 -0.000140869 8.63942e-05 1.49381e-06 3.03602e-06 2.18125e-07 8.7393e-06 2.0744e-06 8.30971e-06 -4.57451e-05 -0.000300547 -8.17868e-07 -2.51222e-05 -2.3987e-06 0.000235611 -4.70762e-05 4.20798e-05 -5.42116e-05 -0.000154332 4.55561e-05 0.000177052 -5.55591e-05 5.39266e-05 4.99348e-06 2.13928e-06 -9.21124e-07 -0.000195652 -5.76848e-05 6.00968e-06
internal_weight=0 3099 65 44 3034 3012 2986 2519 2499 2479 467 70 397 368 348 55 293 160 128 133 102 68 98 70 43 2440 2415 83 63 2332
internal_count=3121 3099 65 44 3034 3012 2986 2519 2499 2479 467 70 397 368 348 55 293 160 128 133 102 68 98 70 43 2440 2415 83 63 2332
is_linear=0
shrinkage=0.1


Tree=2272
num_leaves=31
num_cat=0
split_feature=156 1429 1429 49 471 474 1455 1456 43 1456 42 484 15 130 2 484 13 484 49 484 11 2 160 33 1420 1426 1428 9 1 13
split_gain=0.000123418 0.000279195 0.000123214 0.000390448 0.000312068 0.000239598 0.000226443 0.000240402 0.000396774 0.000271268 0.000209568 0.000173653 0.00114364 0.000994951 0.000688117 0.000332075 0.000599655 0.000478888 0.00159854 0.000439096 0.000313309 0.000257562 0.000384491 0.000232491 0.000207256 0.000229353 0.000214637 0.000234544 0.000542509 0.000231521
threshold=0.3248100000000001 -0.23166999999999996 0.087700000000000014 0.093350000000000002 0.088635000000000005 0.089745000000000019 -0.24112999999999998 -0.16130999999999998 -0.070064999999999975 -0.12206499999999998 0.087195000000000009 0.10126500000000001 -0.067579999999999987 -0.23123999999999997 0.31765000000000004 0.091180000000000011 -0.084419999999999981 0.085790000000000019 0.055245000000000009 0.085435000000000025 -0.011194999999999998 0.086590000000000014 -0.088244999999999976 -0.009184999999999997 -0.08341999999999998 -0.081389999999999976 1.0000000180025095e-35 0.088235000000000022 0.12000500000000001 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 -3 8 -8 -9 -7 13 -13 -11 15 17 -17 19 21 20 -15 -19 -23 -22 -25 -26 27 29 -29 -27
right_child=-2 2 3 -5 -6 10 7 9 -10 11 -12 12 -14 14 -16 16 -18 18 -20 -21 23 22 -24 24 25 26 -28 28 -30 -31
leaf_value=0.00034146321971396297 -0.00023079115131701615 0.00030301296757534148 -0.00029731418708252023 -0.00039334622084755794 0.00035660151712363586 0.00024117667899527413 6.3916050116642433e-05 0.00037119630665984006 -0.00055843958434707017 0.00067508068274367951 -0.00017460671793246134 -0.00054848513750852467 0.00033255089785178341 0.00039797080680727961 -0.00058452351542655375 0.00063338931181731268 -7.4128779815509928e-05 -0.00024665983229944549 -0.0010156552572152578 0.00046282071036785055 -0.00033073118566313668 0.00042814290452794095 -0.00016368575050451216 0.0002646572246703727 -0.00032121092464711348 -0.00011277060013684525 0.0002328703398234211 0.00061534343931270998 -7.1813077536515062e-05 3.9417714234680174e-06
leaf_weight=24 23 25 32 33 20 27 21 20 20 22 22 34 26 20 20 23 25 27 20 21 21 23 21 30 22 184 40 20 27 2228
leaf_count=24 23 25 32 33 20 27 21 20 20 22 22 34 26 20 20 23 25 27 20 21 21 23 21 30 22 184 40 20 27 2228
internal_value=0 1.71343e-06 -9.39141e-07 -9.47166e-05 2.85543e-06 -8.44893e-05 3.33507e-06 7.64934e-07 -0.000239672 4.19497e-06 5.44984e-05 1.62313e-06 -0.000166703 5.23786e-06 -7.83521e-08 4.16907e-06 0.00026489 -4.59119e-07 -0.000225967 7.3944e-06 3.70461e-06 -3.52013e-06 0.000145679 6.38774e-07 3.36663e-06 2.57265e-07 3.08732e-06 -6.50512e-07 0.000220594 -4.96166e-06
internal_weight=0 3098 3074 134 101 81 2940 2915 41 2874 49 2854 60 2794 2772 2752 48 2704 91 2613 2592 71 44 2572 2551 2521 2499 2459 47 2412
internal_count=3121 3098 3074 134 101 81 2940 2915 41 2874 49 2854 60 2794 2772 2752 48 2704 91 2613 2592 71 44 2572 2551 2521 2499 2459 47 2412
is_linear=0
shrinkage=0.1


Tree=2273
num_leaves=31
num_cat=0
split_feature=151 1429 1426 1426 1429 2 15 11 52 52 2 475 156 156 374 156 156 1420 52 2 2 484 158 0 2 3 1 3 130 3
split_gain=0.000130271 0.00010583 0.000271376 0.000126596 0.000133295 0.000793823 0.000747064 0.000149057 0.000419394 0.000186561 0.000345625 0.00017613 0.000189573 0.000226465 0.000153073 0.000142598 0.000173894 0.000191396 0.000197777 0.000191811 0.000654923 0.000618164 0.000694139 0.000612909 0.000449445 0.000403652 0.000535307 0.00035271 0.000347081 0.000456077
threshold=-0.5666199999999999 -0.23752499999999996 -0.089244999999999977 -0.052649999999999995 -0.012159999999999999 0.10060500000000001 -0.07490999999999999 0.095720000000000013 -0.090859999999999982 -0.56176499999999996 0.09580000000000001 -0.24039999999999997 0.11715000000000002 0.11048500000000001 0.092550000000000007 -0.092624999999999985 -0.086029999999999981 -0.073999999999999996 -0.54663499999999987 0.113445 0.10912000000000001 0.10126500000000001 0.10654500000000001 -0.070499999999999993 0.11448000000000001 -0.16726499999999997 0.086105000000000015 -0.011549999999999998 0.086880000000000013 -0.063814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 9 -9 10 -6 -11 13 14 15 -13 -17 -18 -19 20 25 22 24 27 -21 26 -20 -22 29 -26
right_child=1 2 3 4 7 -7 -8 8 -10 11 -12 12 -14 -15 -16 16 17 18 19 21 23 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00024822626118769961 -0.00022022928143004803 0.00034983936791170643 -0.00020369407565956336 0.0003259205178398153 -9.2093219824495142e-05 0.00063384381514465949 -0.00045647510873655288 -0.00051983089942950753 3.7015890656651835e-05 -0.00022064554497184283 0.00045137035360676234 -0.00022008566777609914 0.00023723456331274726 -0.00030971570413385052 0.00026775483884626912 0.00025165216346202353 -0.00027880296538933182 0.00029777412526693138 0.00067992138378031091 -0.00049285632630926559 -0.00015587828664272955 -0.00059456706013796595 0.00044209763998099205 0.00068937366147740536 -0.00030625123132873948 -8.4923479537374622e-06 -8.2219003860910361e-06 0.00036538661224767567 0.00024401709815720097 -1.3408812896912047e-05
leaf_weight=21 22 22 31 23 22 22 26 21 38 37 25 30 33 24 21 27 25 22 20 24 27 21 28 26 69 2094 26 25 37 232
leaf_count=21 22 22 31 23 22 22 26 21 38 37 25 30 33 24 21 27 25 22 20 24 27 21 28 26 69 2094 26 25 37 232
internal_value=0 -1.68153e-06 -1.19462e-07 -2.6388e-06 -5.78398e-07 0.000134822 -8.92282e-05 -3.83278e-06 -0.000161184 -6.25973e-07 0.000196983 -3.88708e-06 -1.03398e-06 -3.86438e-06 -1.19901e-06 -3.26562e-06 -8.59179e-07 -3.40694e-06 -8.09843e-07 -3.30845e-06 8.31891e-06 -6.60566e-05 -3.75984e-05 0.000292944 -7.47019e-05 -2.05529e-06 0.000290971 9.47298e-05 -4.50105e-05 -8.05388e-05
internal_weight=0 3100 3078 3056 3025 71 49 2954 59 2895 47 2848 2811 2778 2754 2733 2703 2676 2651 2629 2218 411 390 78 362 2140 46 52 338 301
internal_count=3121 3100 3078 3056 3025 71 49 2954 59 2895 47 2848 2811 2778 2754 2733 2703 2676 2651 2629 2218 411 390 78 362 2140 46 52 338 301
is_linear=0
shrinkage=0.1


Tree=2274
num_leaves=31
num_cat=0
split_feature=156 474 153 474 156 1425 16 12 155 1 40 10 13 9 34 34 9 9 42 42 457 1371 49 42 10 15 15 49 4 4
split_gain=0.00011157 0.000270837 0.000158987 0.00012004 0.000237738 0.000153716 0.000127476 0.000294489 0.000156048 0.000134671 0.000224364 0.000131129 0.000501518 0.000490164 0.00028212 0.000890608 0.000291434 0.000182753 0.000158873 0.00119997 0.00202915 0.00105111 0.000628571 0.00186155 0.000514326 0.000492239 0.00114391 0.000671128 0.000420511 0.00126494
threshold=0.3248100000000001 0.11986500000000001 0.086100000000000024 -0.42010499999999995 0.12734000000000004 0.08789000000000001 0.52822500000000006 0.089085000000000011 0.10772000000000002 0.16540500000000002 -0.24452499999999996 0.053330000000000009 -0.085584999999999981 0.092890000000000014 -1.0000000180025095e-35 -0.081364999999999993 1.0000000180025095e-35 -0.085744999999999988 0.083715000000000026 0.083995000000000014 -1.0000000180025095e-35 0.081810000000000008 0.005085000000000001 0.084695000000000006 -0.010699999999999999 -0.092489999999999989 -0.088184999999999986 0.092185000000000017 0.061775000000000004 0.08184000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 -8 9 10 -5 14 -13 -14 15 16 17 -12 21 20 -20 24 -21 -24 -16 27 -27 -25 -26 -30
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 -11 11 12 13 -15 18 -17 -18 -19 19 22 -22 -23 23 25 28 26 -28 -29 29 -31
leaf_value=0.00023933376692834179 -0.00021943417858615841 0.00035953366036881648 -0.00027502401748539081 -0.00032632619300524573 -0.00026752097645922651 0.00025988540247730589 -0.00038787918124904132 6.3858210717538196e-05 0.00026860698919997297 0.00024228452149026967 -3.043296054346246e-05 0.00024918849471166894 -0.00062363065790850677 2.3568806566552007e-05 -0.00042306714225560428 0.00074957171427307741 -0.00031648760428652171 0.00036839337408309806 -0.00012955738084634679 4.2349926924523204e-05 0.0012778656922455413 -0.00074371661990880978 -0.00091921600321290525 -0.00067713485780889946 -3.1675151160022627e-05 0.0005801833298927009 -8.877316526266141e-05 -5.1442285684970567e-05 0.00085395653330210962 4.4462505490274342e-05
leaf_weight=21 23 21 21 21 33 23 27 31 22 23 27 23 25 22 30 21 20 20 21 1007 20 20 27 24 1091 34 103 60 21 239
leaf_count=21 23 21 21 21 33 23 27 31 22 23 27 23 25 22 30 21 20 20 21 1007 20 20 27 24 1091 34 103 60 21 239
internal_value=0 1.62911e-06 -8.13529e-07 1.07077e-06 -5.77836e-07 2.35658e-06 3.68276e-07 -0.000146433 3.2832e-06 1.2697e-06 -6.57743e-07 1.73772e-06 -0.000133442 -0.000320686 5.1354e-06 0.000181334 3.23023e-06 0.00013928 -6.13769e-07 2.46211e-05 0.00055699 -2.39574e-05 7.22898e-06 -0.000135379 -1.35337e-05 -3.96162e-05 7.72452e-05 -0.000230212 -4.43965e-06 0.000109845
internal_weight=0 3098 3077 3056 3035 3002 2979 58 2921 2899 2876 2855 70 47 2785 88 67 47 2697 1296 41 1401 1255 248 1381 221 137 84 1351 260
internal_count=3121 3098 3077 3056 3035 3002 2979 58 2921 2899 2876 2855 70 47 2785 88 67 47 2697 1296 41 1401 1255 248 1381 221 137 84 1351 260
is_linear=0
shrinkage=0.1


Tree=2275
num_leaves=31
num_cat=0
split_feature=474 2 1446 472 155 3 475 475 157 475 475 42 457 1372 457 1 1 1 33 1210 1 42 1 0 150 0 16 1 1373 475
split_gain=0.000106932 0.000347949 0.000244743 0.000135238 0.000144482 0.000352111 0.000230654 0.000139146 0.000378592 0.000156829 0.000209305 0.000879915 0.0015849 0.000337129 0.000333159 0.00020026 0.00180907 0.00120892 0.000981677 0.000470312 0.000557262 0.00182248 0.000527699 0.000348992 0.000332076 0.000968123 0.000367094 0.000358955 0.00031902 0.000276081
threshold=0.10970500000000001 0.11067500000000001 -0.093534999999999993 -0.19476999999999997 0.11562500000000002 -0.081924999999999984 0.093020000000000005 0.061570000000000007 0.23903500000000003 -0.10664 -0.085719999999999977 0.083995000000000014 0.032140000000000009 -0.065504999999999994 -0.22896499999999997 0.091345000000000023 0.09202500000000001 0.090740000000000015 -1.0000000180025095e-35 -0.42132499999999995 0.089625000000000024 0.087825000000000014 0.089105000000000018 -0.26609999999999995 0.10389500000000002 -0.23001499999999997 -0.013024999999999998 0.088485000000000022 0.085550000000000015 -0.083449999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 7 8 9 -5 11 12 -11 -12 -15 17 -17 19 -18 -16 22 -22 24 -20 25 -21 -26 29 -25 -27
right_child=1 -3 3 4 5 -7 -8 -9 -10 10 13 -13 -14 14 15 16 18 -19 23 20 21 -23 -24 28 26 27 -28 -29 -30 -31
leaf_value=0.00035151147079886874 -0.00032839411601583526 0.00011195060942554847 0.00023697948906071056 -0.00024190357736962915 -0.00040543228949837645 7.9337772800617163e-05 0.00031722144510991791 -0.00025124285993198022 0.00040530526356356541 1.2583767657697141e-05 -0.0003177030561560327 -0.00033497960668885048 0.0010610403497204452 0.00032510261329251434 0.00048677976708859209 -0.00080688270312748503 0.00061369464759385064 0.00069142294943538634 -0.00044771037646569313 0.00066801667007067333 -0.0010394411072844551 0.00018378885278221349 0.00047432650026166815 -1.4853418939093216e-05 -0.00057103276541013096 0.00023684178187977523 2.7593351551331582e-05 -0.00041058351219232594 -0.0004192703946682741 -1.88968971741039e-06
leaf_weight=20 38 34 24 27 29 31 23 22 23 46 34 27 21 31 20 30 24 26 20 22 21 29 24 789 21 50 20 21 20 1554
leaf_count=20 38 34 24 27 29 31 23 22 23 46 34 27 21 31 20 30 24 26 20 22 21 29 24 789 21 50 20 21 20 1554
internal_value=0 -0.000120454 2.84442e-06 5.42231e-07 -1.34612e-06 -0.000154968 1.78369e-06 -6.99219e-07 1.20146e-06 -2.02913e-06 2.43369e-07 0.000146981 0.000341204 -4.76148e-06 -8.52589e-07 -4.60755e-06 -4.3643e-05 1.44568e-05 -1.67999e-05 4.5796e-06 -8.93727e-07 -0.000329968 8.71708e-06 -3.5053e-05 2.09704e-06 9.0951e-06 -0.00027902 1.74312e-07 -2.48514e-05 5.55206e-06
internal_weight=0 72 3049 3029 3005 60 2945 2922 2900 2877 2850 94 67 2756 2722 2691 883 1808 853 1782 1762 50 1712 829 1688 1647 41 1625 809 1604
internal_count=3121 72 3049 3029 3005 60 2945 2922 2900 2877 2850 94 67 2756 2722 2691 883 1808 853 1782 1762 50 1712 829 1688 1647 41 1625 809 1604
is_linear=0
shrinkage=0.1


Tree=2276
num_leaves=31
num_cat=0
split_feature=1429 155 16 51 155 155 52 11 52 15 42 12 0 4 156 12 13 133 130 130 11 13 11 14 149 2 14 16 4 4
split_gain=0.000113263 0.000264187 0.000164786 0.000392853 0.000314836 0.000208638 0.000174941 0.000124228 0.000160505 0.000296135 0.000411918 0.000472107 0.000778615 0.000405823 0.000320419 0.000423521 0.00030413 0.000217142 0.000207037 0.000292038 0.000191845 0.000498261 0.00022796 0.000372671 0.000346507 0.00031299 0.000299487 0.000188092 0.00091676 0.000439967
threshold=-0.23752499999999996 0.14786500000000002 0.62682500000000008 -0.21316999999999997 0.11854500000000001 0.10626500000000001 -0.53964499999999982 0.10553000000000001 -0.21968999999999997 -0.079929999999999987 -0.10071499999999999 0.097575000000000009 -0.057069999999999989 -0.018869999999999994 0.083635000000000015 0.087075000000000014 -0.074044999999999986 0.086910000000000015 -0.22562499999999999 -0.14723999999999998 0.086080000000000018 -1.0000000180025095e-35 0.078065000000000009 0.078235000000000013 0.099660000000000012 0.085235000000000019 0.085220000000000004 -0.14158499999999996 -0.0063549999999999987 0.065520000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 8 9 13 -11 14 -13 -2 15 17 -17 -12 -10 -20 22 -22 23 24 27 -24 -25 28 -21 -29
right_child=1 -3 3 -5 -6 6 -8 -9 18 10 11 12 -14 -15 -16 16 -18 -19 19 20 21 -23 25 26 -26 -27 -28 29 -30 -31
leaf_value=-0.00022609811249739407 5.3859298168390525e-05 0.0003253676658496261 7.3158515136272309e-05 -0.00039119723710298007 0.00034251982406540603 -0.00041624358431859449 -1.2729625173267865e-05 0.0002203195808061327 -0.00029291890704189431 -0.00041366253222804524 -0.00011022244684032298 0.00080851023318246013 -6.3313358125361406e-05 0.00057831901684403419 0.0003033638594691487 -9.1860027962618255e-05 -0.00063066062590223749 0.00025641268426018847 0.00036764473819251485 -0.00062962366199051899 3.4207648383705199e-05 -0.00057565516271140609 0.00051525868817407176 -0.00056818119622307898 0.00037658662622561682 -1.5486890049942304e-05 -4.5854652948353601e-05 -3.903367895694832e-06 -2.7433690936350082e-05 0.00019920540612193024
leaf_weight=22 36 25 38 35 27 22 21 26 25 20 35 20 21 25 24 22 20 30 21 27 37 21 20 21 24 25 23 1898 397 113
leaf_count=22 36 25 38 35 27 22 21 26 25 20 35 20 21 25 24 22 20 30 21 27 37 21 20 21 24 25 23 1898 397 113
internal_value=0 1.60509e-06 -1.02798e-06 -0.000149478 2.58309e-06 -5.03087e-07 -0.000219179 2.70505e-06 7.57381e-07 7.68596e-05 1.5878e-05 6.58245e-05 0.000361966 0.000268802 -2.68611e-05 -0.00010093 -0.000348432 5.89938e-05 -6.50275e-06 -3.77705e-06 -6.77009e-06 -0.000186605 -2.67652e-06 -6.68709e-06 -1.52555e-06 0.0002204 -0.000295147 -5.25232e-06 -6.57807e-05 7.50951e-06
internal_weight=0 3099 3074 73 3001 2974 43 2931 2905 253 192 172 41 61 131 107 42 65 2652 2627 2606 58 2548 2503 2459 45 44 2435 424 2011
internal_count=3121 3099 3074 73 3001 2974 43 2931 2905 253 192 172 41 61 131 107 42 65 2652 2627 2606 58 2548 2503 2459 45 44 2435 424 2011
is_linear=0
shrinkage=0.1


Tree=2277
num_leaves=31
num_cat=0
split_feature=156 1428 157 1419 157 14 14 14 1456 1427 105 34 97 133 9 1 2 48 48 13 48 48 132 1203 1185 15 49 3 160 13
split_gain=0.000120797 0.000242065 0.000463622 0.000128564 0.000473117 0.000143926 0.000330589 0.000228953 0.000285443 0.000180874 0.000173433 0.000267147 0.00116621 0.000305089 0.000218923 0.00037615 0.000182289 0.000150895 0.000434706 0.000900709 0.000504472 0.000318497 0.000270175 0.00299359 0.00196958 0.000385948 0.000224347 0.000732024 0.00108647 0.00133817
threshold=0.3248100000000001 0.094820000000000015 -0.059399999999999988 0.090190000000000006 -0.06482499999999998 -0.41348999999999997 -0.46166999999999997 -0.23960999999999996 0.12676500000000004 0.089335000000000012 0.079510000000000011 -0.057544999999999992 -0.049229999999999996 0.086910000000000015 0.091905000000000014 0.13471500000000003 -0.080614999999999978 0.087555000000000008 0.089575000000000016 -0.0034749999999999994 0.091085000000000013 0.086425000000000016 -0.083284999999999984 0.089165000000000008 -0.087384999999999977 0.091475000000000015 0.10969000000000002 -0.087429999999999994 -0.081969999999999987 -0.077799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 -1 -7 9 10 11 12 13 -9 16 -16 -13 21 19 -19 -20 22 23 25 -24 -18 -26 -28 -29 -30
right_child=-2 2 -4 4 -6 7 -8 8 -10 -11 -12 14 -14 -15 15 -17 17 18 20 -21 -22 -23 24 -25 26 -27 27 28 29 -31
leaf_value=-5.0563860496734845e-06 -0.00022832689700526712 -8.5103833199744782e-05 0.00058763959716088719 0.00019207732527450259 -0.00044079070837512889 0.00024531449292762542 -0.00046141766069922601 -0.00033583786544940351 -0.00033504456878290516 0.00027213001396739857 -0.00027151657521481748 0.00024364668971693683 0.00084432577976258473 0.00014492011308020941 -0.00053977777803083883 7.3533152171876285e-05 3.3212440080171137e-05 -5.1800371147692209e-05 -0.00037389181554317477 0.00084855395427439371 5.3488121031331577e-05 -0.00038077234968786008 -0.0010044500604271889 0.0012639964252593927 1.4871817956861234e-06 -0.00039555421762634072 0.00039146456666375428 -0.00083477877227172345 0.00061945324358973839 -0.00030230294427065744
leaf_weight=57 23 21 20 21 27 39 22 22 25 25 23 31 20 33 20 20 131 25 30 20 348 23 20 20 1900 25 22 24 21 63
leaf_count=57 23 21 20 21 27 39 22 22 25 25 23 31 20 33 20 20 131 25 30 20 348 23 20 20 1900 25 22 24 21 63
internal_value=0 1.69514e-06 0.000243064 -1.54206e-06 -0.000163911 1.04807e-06 -0.000132144 4.63927e-06 1.39252e-06 4.32725e-06 1.97066e-06 4.20281e-06 0.000190406 -4.73831e-05 -8.88414e-07 -0.000233122 2.54827e-06 -2.48905e-07 5.45465e-05 0.000348357 1.95691e-05 -1.0555e-05 -6.72978e-06 0.00011217 -1.69378e-05 -3.55002e-05 -7.20857e-06 -0.0001343 -0.000241401 -7.18639e-05
internal_weight=0 3098 41 3057 48 3009 79 2930 2891 2866 2841 2818 75 55 2743 40 2703 2672 423 45 378 2249 2226 176 2050 156 2030 130 108 84
internal_count=3121 3098 41 3057 48 3009 79 2930 2891 2866 2841 2818 75 55 2743 40 2703 2672 423 45 378 2249 2226 176 2050 156 2030 130 108 84
is_linear=0
shrinkage=0.1


Tree=2278
num_leaves=31
num_cat=0
split_feature=132 1185 1203 390 448 448 448 1366 454 48 147 0 0 48 51 51 51 2 160 0 51 43 43 42 47 10 13 4 402 402
split_gain=0.00011712 0.00046898 0.000356006 0.000118555 0.00012028 0.000205907 0.000178016 0.000157157 0.000124166 0.000124385 0.000526951 0.000298712 0.000191527 0.000149456 0.000154987 0.00027873 0.000338979 0.000387069 0.000298699 0.000371649 0.00025612 0.000211352 0.000590685 0.000761542 0.000447781 0.00126109 0.000955368 0.000452341 0.000404628 0.000359545
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.088485000000000008 -0.083689999999999987 -0.087679999999999994 -0.076874999999999985 -0.079979999999999982 -0.037229999999999992 -0.078514999999999988 0.090115000000000015 -0.24955499999999997 -0.23091999999999999 -0.031249999999999997 0.082455000000000014 0.090230000000000019 0.094075000000000006 0.09358000000000001 0.085130000000000011 -0.080869999999999984 0.045645000000000005 -0.036954999999999995 -0.023869999999999995 0.085730000000000015 0.096770000000000009 -0.010699999999999999 -0.063184999999999977 -0.50940999999999981 0.12933500000000003 0.10874500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 -6 -8 -9 10 -10 -11 -13 -14 20 18 17 -17 19 -16 21 28 23 -23 25 -24 -26 -27 -15 -29
right_child=1 3 -4 -5 6 -7 7 8 9 11 -12 12 13 14 15 16 -18 -19 -20 -21 -22 22 24 -25 26 27 -28 29 -30 -31
leaf_value=-2.2881757117246684e-05 0.00047621745824082086 3.416429634463774e-05 -0.000410322937252069 -0.00017592326621524991 0.00029035770046241603 -0.00036964601675445801 0.00019445631803327438 -0.00024647075930261052 8.4769810524044773e-05 0.00031532640953833662 -0.00055542622118082369 -0.00024007012125366601 0.0002029427152592689 -2.4448007300506737e-05 -0.00018308313940550484 -0.00053320353009357038 5.9451986240878953e-05 7.4641336686909207e-05 0.00056832430513168223 0.00036875750341166104 -0.00031963952396136641 -7.5023725102338107e-05 -0.00066515449559249526 0.0007111919778773362 -6.3224120869211127e-05 -0.00038554145786393848 0.0007984263012820686 5.0898243756991357e-05 -0.00044817096685342817 -0.00018777858589917585
leaf_weight=195 21 28 27 37 22 23 43 20 36 31 20 32 38 1119 23 22 302 20 20 26 26 22 28 28 31 27 22 740 23 69
leaf_count=195 21 28 27 37 22 23 43 20 36 31 20 32 38 1119 23 22 302 20 20 26 26 22 28 28 31 27 22 740 23 69
internal_value=0 5.3607e-06 -7.0003e-05 1.92498e-06 4.2412e-06 -0.000147946 7.02312e-06 4.77119e-06 1.77799e-06 3.61347e-06 -0.000143872 6.73131e-06 3.07721e-06 6.08599e-06 3.15014e-06 5.92255e-05 2.24327e-05 -0.000243754 0.000242656 0.00010973 -7.69722e-06 -3.85156e-06 3.05505e-05 0.000365257 1.23004e-05 -5.00691e-06 0.000294442 1.71033e-05 -3.29818e-05 3.05414e-05
internal_weight=0 2899 222 2878 2841 51 2790 2768 2725 2705 56 2649 2618 2586 2548 413 344 42 69 49 2135 2109 967 50 917 864 53 836 1142 809
internal_count=3121 2899 222 2878 2841 51 2790 2768 2725 2705 56 2649 2618 2586 2548 413 344 42 69 49 2135 2109 967 50 917 864 53 836 1142 809
is_linear=0
shrinkage=0.1


Tree=2279
num_leaves=31
num_cat=0
split_feature=33 10 16 40 16 9 45 43 0 13 13 2 13 402 52 14 147 3 1 2 3 2 159 4 1 51 51 1 1 2
split_gain=0.000105207 0.000119868 0.00162194 0.0019627 0.000726906 0.000139775 0.000131709 0.000144731 0.000548107 0.000303763 0.000829122 0.000470588 0.000307569 0.000607106 0.000307562 0.000252829 0.000407637 0.00052368 0.000371145 0.000328438 0.000244734 0.00114233 0.000410625 0.000374806 0.000391162 0.00099589 0.000403161 0.000313713 0.000239446 0.000426027
threshold=-0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 -1.0000000180025095e-35 -0.11118499999999999 -0.036024999999999995 0.094030000000000016 0.084740000000000024 -0.13843999999999998 -0.097224999999999992 -0.13710499999999998 0.090935000000000016 -0.094514999999999988 0.087575000000000014 0.11434500000000002 0.078235000000000013 0.095485000000000014 0.11924500000000002 0.11374000000000002 0.087955000000000019 -0.0037349999999999996 0.081135000000000013 0.10545500000000001 0.0067750000000000006 0.087325000000000014 0.085720000000000005 0.084305000000000019 0.096255000000000021 0.13604000000000002 -0.0091949999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -3 7 9 -9 10 14 -12 13 -11 -7 16 17 20 -19 -17 28 -22 23 24 26 -26 -23 -25 29 -14
right_child=1 5 3 -5 -6 6 -8 8 -10 12 11 -13 15 -15 -16 19 -18 18 -20 -21 21 22 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-0.00019296880782349035 5.0187655539378869e-05 -0.00019550621187050098 -3.7199004327703737e-05 0.0012865882677336536 -0.00056853835761510967 -4.2245812084391133e-05 -0.00019274244783446193 -0.00052116486754130167 -2.3628228938731001e-05 -0.00064672363334379742 0.00022370995462147724 0.0008636987769932603 -0.00038280692352945437 0.00012311500893702032 0.00037920743518043309 -0.00045583075455700358 0.00033075233920662407 -0.00065314204781316229 -8.0149512975297583e-05 2.8831939060433674e-05 0.00081494582395645837 0.00026466168152789273 -0.00039178873150376605 -0.00041930178011257557 6.0633853461374259e-05 0.00094993359874933963 -0.00034325602464377883 6.0100612963418457e-05 0.0003454148794480716 3.3070734933323659e-06
leaf_weight=28 55 37 24 21 29 129 35 24 286 21 27 20 29 20 20 27 39 20 26 29 21 24 20 21 34 20 20 39 20 1956
leaf_count=28 55 37 24 21 29 129 35 24 286 21 27 20 29 20 20 27 39 20 26 29 21 24 20 21 34 20 20 39 20 1956
internal_value=0 1.74689e-06 9.61107e-05 0.000580568 -0.00016342 -2.36004e-06 8.15065e-08 2.41513e-06 -6.21472e-05 1.01666e-05 0.00012984 0.000496046 3.35961e-07 -0.000271193 1.43251e-05 5.08337e-06 1.02192e-05 4.66332e-06 -0.000329277 -0.000204845 1.1633e-05 0.000117405 3.51112e-05 8.91492e-05 0.000209663 0.000390004 -1.16645e-05 -0.00010769 1.13493e-06 -2.33389e-06
internal_weight=0 3093 129 45 84 2964 2927 2892 310 2582 196 47 2386 41 149 2345 2289 2250 46 56 2204 199 178 158 98 54 44 60 2005 1985
internal_count=3121 3093 129 45 84 2964 2927 2892 310 2582 196 47 2386 41 149 2345 2289 2250 46 56 2204 199 178 158 98 54 44 60 2005 1985
is_linear=0
shrinkage=0.1


Tree=2280
num_leaves=31
num_cat=0
split_feature=1365 445 40 130 120 33 12 9 13 15 132 1203 1185 393 48 131 52 4 15 12 12 16 12 11 11 157 2 16 52 1428
split_gain=0.000114466 0.000104722 0.000113523 0.00025998 0.000337996 0.000154329 0.000125863 0.000364703 0.000854163 0.000283636 0.000106722 0.00255912 0.00178195 0.000300356 0.00015485 0.000274339 0.00032366 0.000137965 0.000152568 0.000118758 0.000145066 0.000354699 0.000169514 0.000201055 0.000281404 0.000176778 0.00107564 0.000330934 0.000329543 0.000269141
threshold=0.087370000000000017 -1.0000000180025095e-35 -0.24452499999999996 -0.22699999999999995 0.093680000000000013 -0.012019999999999998 0.12757000000000002 0.091600000000000015 -0.0021749999999999994 -0.052074999999999989 -0.083284999999999984 0.089165000000000008 -0.087384999999999977 0.10389500000000002 0.086125000000000021 -0.076979999999999979 0.087435000000000013 0.098655000000000007 0.084370000000000014 0.11586 0.10742000000000002 -0.082039999999999988 0.10589000000000003 0.093970000000000012 0.088710000000000011 0.11933000000000001 0.10060500000000001 0.63167000000000006 -0.023194999999999997 -0.070379999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 10 -9 -8 11 13 -12 14 15 -7 17 18 -17 20 22 -22 23 24 25 27 28 29 -27 -14
right_child=-2 2 3 4 -6 6 9 8 -10 -11 12 -13 19 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00022452984675986785 0.00018525596979915545 0.0002312514344729217 -0.00036140897776931529 -0.00024047463084571065 0.00040011341964903596 0.00036598412636002262 -0.00040997000008549851 -8.0520276657937629e-05 0.00077513159456430011 3.3842377282174617e-05 -0.00094752479606540873 0.0010601513707787608 0.00029786050009230773 -0.0003834266580815893 -0.00024084440034736568 0.00032372333438875751 -0.00032050939626060426 -0.00014570952920621495 -1.268249022989319e-05 -0.00017557426717279383 -0.00016838235233780535 0.00028118130764967107 -0.00024638205047397479 0.00022930896712320022 -0.00037605435645673426 -0.00047779098706087099 0.00058708746091724613 -0.00032351151576222038 9.6267418339266445e-05 -3.5949972158756288e-06
leaf_weight=21 33 21 20 27 21 21 24 28 20 36 20 23 30 25 24 28 28 20 26 38 26 54 28 38 20 20 32 32 20 2317
leaf_count=21 33 21 20 27 21 21 24 28 20 36 20 23 30 25 24 28 28 20 26 38 26 54 28 38 20 20 32 32 20 2317
internal_value=0 -1.97974e-06 -4.55917e-07 -2.05337e-06 3.21745e-07 -2.47214e-06 -3.14294e-07 2.63365e-06 0.000276001 -0.000143683 -1.93835e-06 6.94834e-05 -7.1448e-06 -6.29896e-05 -8.4935e-06 3.68433e-05 -3.0921e-05 7.86529e-05 0.00016175 -6.09609e-08 2.48757e-06 0.000135073 -1.69329e-06 1.03739e-06 -2.47306e-06 5.75343e-07 0.000154949 -4.09675e-06 -0.000190762 2.5829e-07
internal_weight=0 3088 3067 3046 3026 3005 2978 2918 48 60 2870 195 2675 172 147 123 102 74 54 2655 2617 80 2537 2509 2471 2451 72 2379 40 2347
internal_count=3121 3088 3067 3046 3026 3005 2978 2918 48 60 2870 195 2675 172 147 123 102 74 54 2655 2617 80 2537 2509 2471 2451 72 2379 40 2347
is_linear=0
shrinkage=0.1


Tree=2281
num_leaves=31
num_cat=0
split_feature=33 43 1375 150 150 43 457 457 1452 158 158 4 4 2 484 129 52 2 43 97 34 9 129 42 130 1213 2 51 133 52
split_gain=0.000113983 0.000108608 0.00052113 0.000407579 0.000603011 0.000584784 0.000285975 0.000314636 0.000287242 0.00029294 0.000547656 0.000295958 0.000355735 0.000325791 0.000345956 0.000461563 0.000677564 0.00029552 0.000280954 0.000253175 0.000308357 0.00034975 0.000248206 0.000554001 0.000627055 0.000664516 0.000312704 0.000262973 0.000334119 0.000517605
threshold=-0.044254999999999996 -0.082389999999999977 -0.15308499999999997 0.10699000000000002 0.11857000000000002 -0.08287499999999999 0.085360000000000005 0.083925000000000013 0.088360000000000008 0.10667500000000002 0.093160000000000007 -0.015039999999999998 -0.018869999999999994 0.087955000000000019 0.055320000000000008 0.090795000000000015 -0.090114999999999987 0.086950000000000013 -0.082144999999999982 -0.079444999999999988 -0.078549999999999995 -0.036024999999999995 0.084115000000000009 -0.11051499999999999 0.092225000000000015 0.031805000000000007 0.10584500000000001 -0.014565 0.039215000000000007 0.088185000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 8 9 10 11 12 22 17 15 16 -15 -13 -3 -20 -21 -22 23 -4 25 26 27 -25 29 -29
right_child=1 18 3 4 -6 -7 -8 -9 -10 -11 -12 13 -14 14 -16 -17 -18 -19 19 20 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00022681520051926125 0.00047884343378245831 -0.00036862455715229523 -0.00049438886677048038 -0.00066760133209061768 8.1560680039481011e-05 0.00055249936717917164 0.00031995236757211389 -0.00038624806416919454 0.00036355143731824405 -0.0002733638071933658 0.00052203417792389664 -3.1587526678950304e-05 0.00039740883489841887 -0.00085845199886534827 0.00020490729685185388 9.8491753306007013e-05 -0.00020770064526004717 0.00037297112968466854 -0.00036371151112689408 0.00036620164649899716 -0.00042632364260498435 -6.2266081242223259e-06 0.00026900382646813224 -0.0001355483564607725 0.00053824373361472365 -0.00054575010823706787 -0.00031586144124792721 -0.00022915292231780109 0.00026003158261262701 0.00037426738556297056
leaf_weight=22 25 22 21 21 22 21 30 20 23 36 21 84 29 20 21 32 80 23 20 22 20 2177 39 44 23 21 22 44 95 21
leaf_count=22 25 22 21 21 22 21 30 20 23 36 21 84 29 20 21 32 80 23 20 22 20 2177 39 44 23 21 22 44 95 21
internal_value=0 -1.61018e-06 2.91401e-05 1.53115e-05 -0.000284309 3.20436e-05 1.74514e-05 4.82966e-06 1.60193e-05 4.19497e-06 1.98077e-05 2.76928e-06 6.16142e-05 -7.8482e-05 -0.000172093 -0.000232071 -0.000337851 5.53737e-05 -1.30072e-05 -9.51299e-06 -6.32058e-06 -1.00509e-05 3.2105e-05 3.55652e-07 3.88358e-05 -7.66779e-06 4.2331e-05 8.09596e-05 0.000140499 -3.42017e-05
internal_weight=0 3099 838 813 43 770 749 719 699 676 640 619 359 260 153 132 100 107 2261 2239 2219 2197 330 291 270 247 226 204 160 65
internal_count=3121 3099 838 813 43 770 749 719 699 676 640 619 359 260 153 132 100 107 2261 2239 2219 2197 330 291 270 247 226 204 160 65
is_linear=0
shrinkage=0.1


Tree=2282
num_leaves=31
num_cat=0
split_feature=156 1429 1425 1426 1428 474 1429 1429 155 475 157 49 157 157 12 51 457 151 0 151 154 156 1455 159 1455 1447 159 1446 402 1447
split_gain=0.000103272 0.000236676 0.000105773 0.000127592 0.000116444 0.000322837 0.000139304 0.000182214 0.000194983 0.000289179 0.000195859 0.00130582 0.000664091 0.000334253 0.000231982 0.00024261 0.00020991 0.000178453 0.000291647 0.000172175 0.000166845 0.000149753 0.000237935 0.000467027 0.000366984 0.000225648 0.00130716 0.000594587 0.00170214 0.00112948
threshold=0.3248100000000001 -0.23166999999999996 0.10129000000000002 1.0000000180025095e-35 -0.071779999999999997 -0.42010499999999995 -0.081904999999999992 -0.012159999999999999 0.11562500000000002 0.051590000000000004 -0.087424999999999989 0.0093850000000000027 -0.086394999999999986 -0.085474999999999982 0.089735000000000023 1.0000000180025095e-35 -0.14786499999999997 0.092070000000000013 -0.09595999999999999 0.13340000000000005 0.084190000000000001 -0.084204999999999988 -0.092919999999999989 -0.017094999999999996 -0.079434999999999992 -0.086279999999999982 -0.08569499999999998 0.083715000000000026 0.094195000000000015 -0.079489999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8 9 10 11 14 -12 -14 15 -9 -15 20 -19 -20 21 -18 23 -23 -24 26 -26 29 -29 -27
right_child=-2 2 -4 -5 5 6 7 8 -10 -11 12 -13 13 16 -16 -17 17 18 19 -21 -22 22 24 -25 25 27 -28 28 -30 -31
leaf_value=0.00031437857275401862 -0.00021111631080123557 -0.00022514786029679946 -0.00022453496958838688 0.00025241399911465125 0.00040114860938047061 -0.00021636553826586652 0.000245409839990316 0.00043364020930312112 -0.00030591746492843544 0.00028559879640982088 0.00051434052787953984 -0.00074917425139434416 -0.00037495515437816119 0.00023326259179157205 -0.00016348311718320476 -3.1780214478550037e-05 -0.00019158342140890923 -0.00046356043749256064 0.00019720646712812598 -0.00021773319778731093 -0.00026762126489420949 -7.6343318739115313e-05 -0.00040548440354706893 0.00048164510701705391 0.00015689062303863468 -0.0006990999613544378 -0.00080277270780325946 4.4660633997262617e-05 0.00099964566317161676 5.1979605583699733e-06
leaf_weight=24 23 23 21 20 20 30 30 24 21 35 25 26 24 38 25 21 39 22 20 20 23 30 22 30 40 23 22 99 23 2278
leaf_count=24 23 23 21 20 20 30 30 24 21 35 25 26 24 38 25 21 39 22 20 20 23 30 22 30 40 23 22 99 23 2278
internal_value=0 1.56736e-06 -8.74886e-07 6.63556e-07 -9.9652e-07 7.16264e-07 -1.96221e-06 2.10794e-07 -2.29978e-06 -1.07968e-07 -3.58735e-06 -0.000144017 1.26551e-06 -3.39372e-06 8.07558e-05 0.000216444 -1.26053e-07 -3.42177e-06 -0.000171111 -1.02634e-05 5.3286e-07 2.89953e-06 5.85428e-06 0.000202651 1.14435e-06 4.74428e-06 -0.000183635 9.56455e-06 0.000224699 -1.84196e-06
internal_weight=0 3098 3074 3053 3033 3010 2990 2960 2930 2909 2874 96 2778 2753 70 45 2729 2691 62 40 2629 2606 2567 60 2507 2485 62 2423 122 2301
internal_count=3121 3098 3074 3053 3033 3010 2990 2960 2930 2909 2874 96 2778 2753 70 45 2729 2691 62 40 2629 2606 2567 60 2507 2485 62 2423 122 2301
is_linear=0
shrinkage=0.1


Tree=2283
num_leaves=31
num_cat=0
split_feature=1429 156 1427 51 471 483 0 12 130 42 13 484 484 374 158 4 39 1 4 1 12 123 10 9 3 13 13 15 151 42
split_gain=0.000108274 0.000258656 9.9724e-05 0.000163058 0.000138325 0.000128464 0.000976064 0.000456945 0.000365005 0.00023943 0.000285865 0.000537835 0.000183641 0.000148445 0.000144803 0.00032998 0.000133945 0.000143191 0.00045798 0.000366474 0.000338991 0.000227796 0.000310639 0.000573721 0.000314745 0.00022095 0.000354156 0.000319369 0.000211469 0.000424545
threshold=-0.23752499999999996 0.28241000000000005 0.092125000000000026 -0.067899999999999974 0.10338500000000002 0.098395000000000024 -0.064339999999999994 0.23631000000000002 -0.22562499999999999 0.096610000000000015 -0.085384999999999975 0.10785500000000002 -0.077774999999999983 0.092550000000000007 -0.25150999999999996 -0.020529999999999996 0.13507500000000003 0.13756000000000004 0.51164000000000009 0.14262000000000002 -0.064509999999999984 0.08592000000000001 1.0000000180025095e-35 0.088235000000000022 -0.017889999999999996 -0.071554999999999994 -0.0060599999999999994 -0.093244999999999981 -0.085134999999999975 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 9 8 -2 10 -7 12 -12 14 15 -10 17 21 19 -19 -21 22 23 28 -24 27 -27 -23 29 -16
right_child=1 -3 3 -5 -6 6 -8 -9 13 -11 11 -13 -14 -15 16 -17 -18 18 -20 20 -22 25 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00022106250531082466 0.00038180009089410307 0.00031565291613403065 4.3949327009613631e-05 -0.00035985459177481974 -0.00023814136326526147 0.00018336945729970468 0.00065068799706820691 -0.00047828488577579266 8.1592467352587349e-05 0.00028150300475483 0.00018552615185035395 -0.00059959965239448308 -0.00017378600549074525 0.00026946485333610324 -2.7166135033776177e-05 -0.0003914612226011135 -0.00024634520364501939 0.00028266357713500445 0.00041047176548870214 5.6960608873685659e-05 -0.00051188238081522296 -0.00046156515119138118 4.3051668908447034e-06 -0.00047826125263236469 0.00051129831893679991 0.0002758688232671165 -0.00023667178050215754 -1.1260524583381736e-05 -7.1565319545828481e-06 0.00022671809309031236
leaf_weight=22 25 26 20 20 24 30 26 20 29 22 25 22 33 20 146 30 22 23 35 22 20 36 25 25 24 26 28 28 2147 120
leaf_count=22 25 26 20 20 24 30 26 20 29 22 25 22 33 20 146 30 22 23 35 22 20 36 25 25 24 26 28 28 2147 120
internal_value=0 1.56934e-06 -1.08805e-06 -0.000157953 9.80718e-07 2.88797e-06 9.06586e-05 -1.9762e-06 1.38875e-06 -1.96502e-05 -7.98808e-05 -0.0001786 -1.89101e-05 -2.00052e-06 -3.9493e-06 -0.000158943 -5.95928e-07 1.40277e-06 0.000118833 -3.82039e-05 -0.000213917 -3.10509e-06 3.33619e-06 -1.6742e-06 0.000252628 -0.000138863 1.0107e-05 -0.000264557 3.26351e-06 8.73681e-05
internal_weight=0 3099 3073 40 3033 3009 158 2851 2831 132 110 80 58 2806 2786 59 2727 2705 100 65 42 2605 2487 2438 49 118 54 64 2413 266
internal_count=3121 3099 3073 40 3033 3009 158 2851 2831 132 110 80 58 2806 2786 59 2727 2705 100 65 42 2605 2487 2438 49 118 54 64 2413 266
is_linear=0
shrinkage=0.1


Tree=2284
num_leaves=31
num_cat=0
split_feature=156 475 45 44 1425 1426 43 1374 484 3 482 376 457 401 12 12 402 2 16 12 12 15 13 2 51 0 2 133 151 13
split_gain=0.000111369 0.000234877 0.000121555 0.000135529 0.000112959 0.000125029 0.000114579 0.000680741 0.000548526 0.00140964 0.000563744 0.000321085 0.000282763 0.000293425 0.00029714 0.000418174 0.000435417 0.000371055 0.000446324 0.000443527 0.000552649 0.000410972 0.00040949 0.000380838 0.000367 0.000554163 0.000649919 0.000248063 0.000245412 0.000236703
threshold=0.3248100000000001 0.13528000000000004 0.10526500000000001 0.083555000000000018 0.10129000000000002 1.0000000180025095e-35 -0.085594999999999991 0.088035000000000016 0.090535000000000018 -0.094874999999999987 0.076555000000000012 0.080200000000000007 0.09228500000000002 0.11769000000000002 0.093965000000000007 0.092200000000000018 0.086055000000000006 0.088225000000000012 -0.086989999999999984 0.089410000000000003 0.083535000000000012 0.085465000000000013 -0.0018299999999999998 0.10559 0.10501000000000001 -0.085669999999999982 0.090425000000000019 0.088625000000000009 -0.52488999999999986 0.095710000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 10 -10 11 12 13 14 15 16 17 18 -1 20 23 22 -20 -19 25 26 -16 -22 -8 -30
right_child=-2 -3 -4 -5 -6 -7 28 -9 9 -11 -12 -13 -14 -15 24 -17 -18 19 21 -21 27 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00052115559715492147 -0.00021923646917971579 0.00033492607541293619 0.0002105998093072601 -0.00024434645968975257 -0.00023754694993840533 0.00022359706251882019 -0.00032300568424398083 0.00054772003047401092 0.00037021919284597972 -0.00069372613965463115 0.00048159867411803659 0.00036462360003497452 0.00036411055701873491 0.0003554972564978969 -0.00055501532755442896 -0.00045633934830591362 -0.00049677771370625122 0.00025778612401120845 2.9077882846863367e-05 0.00024466834205668422 -0.00028405172119424344 0.00035611269413493574 -0.00047619382021366622 -0.00024526681603781659 -0.00028684359805827793 0.00030070731869315308 0.0002326249303719537 -0.00074516527180094275 -1.3676584027988174e-05 0.00017307364307011348
leaf_weight=21 23 21 27 23 20 25 25 25 20 33 28 26 21 21 20 27 20 27 81 25 28 29 20 34 22 86 22 20 2231 70
leaf_count=21 23 21 27 23 20 25 25 25 20 33 28 26 21 21 20 27 20 27 81 25 28 29 20 34 22 86 22 20 2231 70
internal_value=0 1.62765e-06 -6.47058e-07 -2.51711e-06 -6.79625e-07 8.95815e-07 -9.71231e-07 3.59394e-05 1.56628e-05 -0.000292237 4.38959e-05 2.16128e-05 4.5932e-06 -1.04165e-05 -2.63588e-05 -7.91345e-05 -4.57426e-05 -1.4091e-05 9.33971e-05 -0.000135216 -0.000222345 2.42977e-05 -7.09759e-05 -2.2604e-05 9.04514e-05 0.000155299 -0.000142442 -0.000476182 -1.13811e-05 -7.99535e-06
internal_weight=0 3098 3077 3050 3027 3007 2982 656 631 53 578 550 524 503 482 332 305 285 151 134 109 130 101 61 150 128 42 48 2326 2301
internal_count=3121 3098 3077 3050 3027 3007 2982 656 631 53 578 550 524 503 482 332 305 285 151 134 109 130 101 61 150 128 42 48 2326 2301
is_linear=0
shrinkage=0.1


Tree=2285
num_leaves=31
num_cat=0
split_feature=474 474 474 49 49 2 1429 2 0 0 13 151 456 157 1 3 1451 482 482 0 482 4 1455 1446 160 4 475 472 12 155
split_gain=0.000104249 0.000764685 0.000453452 0.000275471 0.000839635 0.000460173 0.000372743 0.000225625 0.000204067 0.000308558 0.000439293 0.000367875 0.000431624 0.000267494 0.000175102 0.000172675 0.000150663 0.000168322 0.000726767 0.000464816 0.000242242 0.000184981 0.000172914 0.000365195 0.000649324 0.000216207 0.000197549 0.000434699 0.000383257 0.000252139
threshold=0.08393500000000001 0.081755000000000008 0.084510000000000016 0.08610000000000001 0.0065400000000000015 0.090175000000000019 -0.047929999999999993 0.10444500000000002 -0.090644999999999989 -0.085754999999999984 -0.085964999999999986 -0.083804999999999977 0.041000000000000002 -0.075754999999999989 0.086720000000000005 -0.085709999999999995 0.084085000000000007 0.090355000000000005 0.098465000000000011 -0.077809999999999976 0.087870000000000018 0.62931500000000018 0.086165000000000005 0.086550000000000002 -0.016279999999999996 -0.020529999999999996 -0.24039999999999997 -0.096814999999999998 0.093765000000000015 0.11562500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 -2 4 6 -5 -4 -7 14 -10 -11 -12 13 15 -8 -13 17 20 -19 -20 21 22 26 24 -24 -26 28 -28 -1 -29
right_child=2 -3 3 5 -6 7 8 -9 9 10 11 12 -14 -15 -16 -17 -18 18 19 -21 -22 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=-0.00052030901757201973 -0.00049005187545183378 0.00050057622917642401 -0.00040901387692429127 0.00041996747443537227 -0.00064730751883752943 -0.00029613401724914599 -0.00037281899449659425 0.00016212089380825915 0.00044472990952272085 -0.00033898284956295459 0.00049887229324667719 5.6496052379121212e-05 -0.00037469551538205927 -8.5687238606624308e-05 -5.55502220402773e-06 0.0004303736066503916 -0.00021461275998717612 0.00054124162452353632 0.00018241321409328117 -0.00036083719387534078 -0.00034778632456436756 -0.00028073589375075564 0.00052229373883164957 -0.00018089435425595028 0.00020843130885623399 -0.00023675362172070891 0.00046664354769745844 2.287311793051985e-06 7.0568663068115719e-05 -0.00028032713225911721
leaf_weight=21 22 31 22 34 23 22 21 21 20 27 20 21 21 34 34 30 32 30 36 28 20 23 40 29 20 24 20 2340 23 32
leaf_count=21 22 31 22 34 23 22 21 21 20 27 20 21 21 34 34 30 32 30 36 28 20 23 40 29 20 24 20 2340 23 32
internal_value=0 6.72315e-06 -4.96826e-05 -2.20023e-05 -6.91183e-05 0.000145045 -1.59249e-05 -7.23351e-05 2.20048e-05 7.53477e-05 2.70625e-05 0.000105501 3.12797e-05 0.00013158 -0.000145783 0.000276424 1.09054e-06 3.66034e-06 0.000135114 -5.52588e-05 -1.10687e-06 1.58893e-06 4.13639e-06 0.000125065 0.000230694 -3.43968e-05 -1.47319e-06 2.38909e-06 -0.000211441 -1.52536e-06
internal_weight=0 2749 372 350 273 77 250 43 228 173 153 126 106 85 55 51 2718 2686 94 64 2592 2572 2549 113 84 44 2436 2392 44 2372
internal_count=3121 2749 372 350 273 77 250 43 228 173 153 126 106 85 55 51 2718 2686 94 64 2592 2572 2549 113 84 44 2436 2392 44 2372
is_linear=0
shrinkage=0.1


Tree=2286
num_leaves=31
num_cat=0
split_feature=14 14 14 1428 473 471 474 156 156 475 49 154 0 1 447 147 147 147 0 15 1455 15 0 15 15 15 51 4 2 0
split_gain=9.78274e-05 0.000304107 0.000255318 0.000242976 0.000361638 0.00019314 0.000170782 0.00030617 0.000179995 0.000127922 0.000142643 0.00013973 0.0001395 0.000721781 0.000185263 0.000168368 0.000240376 0.000156469 0.000149523 0.000441987 0.000606667 0.000424614 0.00119413 0.00048689 0.000406012 0.000684824 0.000724613 0.00135392 0.000699456 0.000426331
threshold=-0.41348999999999997 -0.46166999999999997 -0.23960999999999996 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 -0.082254999999999981 0.12488500000000001 0.12159000000000002 0.058495000000000012 0.08734500000000002 0.084190000000000001 -0.24955499999999997 0.10781 0.094580000000000011 0.092070000000000013 0.090335000000000013 0.088520000000000015 -0.087634999999999977 -0.091604999999999978 0.077080000000000023 -0.088429999999999995 -0.092404999999999973 -0.086849999999999997 -0.082809999999999981 -0.07490999999999999 0.081440000000000026 -0.081114999999999979 0.10672500000000001 -0.090809999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6 7 -7 9 11 -11 12 13 -8 15 16 17 18 19 20 -14 22 -21 -23 -25 -26 28 -28 29 -27
right_child=2 -3 3 4 5 6 8 -9 -10 10 -12 -13 14 -15 -16 -17 -18 -19 -20 21 -22 23 -24 24 25 26 27 -29 -30 -31
leaf_value=5.9655515477580985e-06 0.00025717712019403017 -0.00042589278865224597 -0.00027442456312201104 0.00042640375075279739 -0.00029545243848009374 -6.2103729097933477e-06 0.0005615440895780921 0.00047677227828119484 -0.0002205559831251063 0.00035895342252409879 -9.6256439671075611e-06 -0.00025814328484037623 9.288845161440312e-06 -0.00025986249442212284 -0.00027864661525806391 0.00021227343299747069 -0.00034789913894201163 0.00027196836017537865 1.5046612491823698e-05 -4.0924372634191702e-05 0.00054815433805660259 0.00039071244854395364 -0.00098343000689055777 -0.00051013685336907984 0.00044827178713452063 0.00010597178136214055 4.4102409716557579e-06 -0.0010661849518198453 -0.0004542658426866335 -0.00018347297207658078
leaf_weight=63 39 22 32 20 22 35 23 21 37 21 21 21 415 20 24 37 20 21 1731 41 22 22 20 22 24 168 27 21 36 73
leaf_count=63 39 22 32 20 22 35 23 21 37 21 21 21 415 20 24 37 20 21 1731 41 22 22 20 22 24 168 27 21 36 73
internal_value=0 -0.00010581 2.96239e-06 -3.45712e-07 2.61231e-06 -2.65734e-07 1.95599e-06 0.000174908 -1.42221e-06 1.44279e-06 0.000174664 -1.16671e-06 7.83595e-07 0.000179495 -2.03747e-06 4.21283e-07 -2.52221e-06 9.13087e-08 -2.0862e-06 -3.53711e-05 3.64171e-05 -0.000104471 -0.000349943 -6.63701e-05 -9.34748e-05 -6.72095e-05 -0.000105276 -0.000463975 -4.31185e-05 1.82976e-05
internal_weight=0 85 3036 2997 2965 2945 2923 56 2867 2830 42 2788 2767 43 2724 2700 2663 2643 2622 891 437 454 61 393 371 349 325 48 277 241
internal_count=3121 85 3036 2997 2965 2945 2923 56 2867 2830 42 2788 2767 43 2724 2700 2663 2643 2622 891 437 454 61 393 371 349 325 48 277 241
is_linear=0
shrinkage=0.1


Tree=2287
num_leaves=31
num_cat=0
split_feature=156 474 473 1429 151 1429 49 1429 49 49 157 154 157 4 43 156 1429 1429 0 4 11 33 51 33 10 4 1 31 13 133
split_gain=0.000104865 0.000245557 0.00010998 0.000100498 0.000685499 0.000640283 0.000437455 0.000381034 0.000200046 0.000436365 0.00020141 0.000165616 0.000224443 0.000231214 0.000468914 0.000272633 0.000180284 0.00057406 0.000198423 0.000235264 0.000218639 0.000198079 0.000163093 0.000160439 0.000395879 0.00146381 0.000238557 0.000190324 0.000174842 0.000638693
threshold=0.3248100000000001 0.11986500000000001 0.084020000000000011 0.083715000000000026 -0.54526999999999981 0.083985000000000018 0.10737500000000001 0.057970000000000008 0.093350000000000002 0.08610000000000001 -0.084489999999999996 0.084190000000000001 0.39282000000000006 -0.50940999999999981 -0.014584999999999999 -0.090519999999999975 -1.0000000180025095e-35 -0.07700499999999999 0.16094000000000003 -0.39518999999999993 -0.011194999999999998 -0.012019999999999998 -0.10056999999999998 0.085305000000000006 -0.0097449999999999985 0.053180000000000012 0.15799000000000005 -1.0000000180025095e-35 -0.084154999999999994 0.11269500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 8 11 9 10 -7 12 13 14 -6 -15 17 22 19 -18 -21 -22 -17 24 25 -23 27 -26 29 -29
right_child=-2 -3 -4 5 7 6 -8 -9 -10 -11 -12 -13 -14 15 -16 16 18 -19 -20 20 21 23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.00058962457667803396 -0.00021273823272760799 0.00034237180176811913 -0.00022881255506598835 -0.00051049969894977824 8.0155866099458598e-05 -0.00028669701183817409 0.00044299321752987457 -0.00043283474044073953 -0.00033937962115964011 0.00040428993174414658 -1.288398719907491e-05 0.00027850206930782985 -0.00030143374096951452 0.00031549450892459299 -0.00042678320573435893 0.0001761877841124294 0.00030410585190670993 0.00053245063563399191 -0.00028404666300048121 0.00032301097443061219 -0.00030683747620947714 -0.00021511982528560716 -0.00014189705042554125 -0.00020225553550852439 -0.00025389091375661247 0.00068667082410279871 -0.0003461967379553244 -2.1538874494062382e-05 2.12931226007656e-05 -0.0005698694891179912
leaf_weight=20 23 21 21 28 37 34 20 20 21 22 128 22 24 29 36 27 26 27 24 21 21 36 40 38 29 36 20 617 1631 22
leaf_count=20 23 21 21 28 37 34 20 20 21 22 128 22 24 29 36 27 26 27 24 21 21 36 40 38 29 36 20 617 1631 22
internal_value=0 1.5794e-06 -7.46452e-07 8.20756e-07 6.26893e-06 -5.95398e-05 -3.42035e-06 2.07665e-06 -4.69729e-05 -1.36004e-05 -7.03509e-05 5.22476e-06 3.03136e-06 5.72078e-06 -0.000169841 1.0568e-05 7.18641e-06 0.000143163 2.11626e-06 4.86673e-06 1.71812e-06 -1.03582e-06 -1.37136e-05 1.608e-06 4.84799e-06 0.000235775 -2.32182e-06 6.69696e-07 3.92179e-06 -4.04172e-05
internal_weight=0 3098 3077 3056 2803 253 225 2783 205 184 162 2763 2741 2717 73 2644 2615 94 2521 2497 2471 2450 67 2429 2391 72 2319 2299 2270 639
internal_count=3121 3098 3077 3056 2803 253 225 2783 205 184 162 2763 2741 2717 73 2644 2615 94 2521 2497 2471 2450 67 2429 2391 72 2319 2299 2270 639
is_linear=0
shrinkage=0.1


Tree=2288
num_leaves=31
num_cat=0
split_feature=1429 155 16 51 155 156 1428 10 43 9 1 120 39 45 1429 1429 484 484 49 157 1372 43 1447 481 160 1447 1455 0 2 4
split_gain=0.000111054 0.000259774 0.00012894 0.000436125 0.000254239 0.000135345 0.000124427 0.000116888 0.000452107 0.000344505 0.000150369 0.000316714 0.000342722 0.000130486 0.0001121 0.000146389 0.000145714 0.00129521 0.000582542 0.000739101 0.000274663 0.000201315 0.000176687 0.000571215 0.000606673 0.000426226 0.000216481 0.000172117 0.000490834 0.00112199
threshold=-0.23752499999999996 0.14721000000000004 0.62925500000000012 -0.21316999999999997 0.12509500000000004 0.11969000000000002 -0.070379999999999984 0.053330000000000009 -0.074974999999999986 0.091600000000000015 0.16540500000000002 1.0000000180025095e-35 0.12768500000000002 0.094030000000000016 -0.081904999999999992 -0.012159999999999999 0.085790000000000019 0.086925000000000016 0.11560500000000001 -0.086844999999999992 -0.075959999999999986 -0.090869999999999992 -0.086279999999999982 -0.086219999999999977 -0.090764999999999985 -0.085644999999999985 -0.092609999999999984 -0.14226499999999997 0.086285000000000014 -0.081114999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 9 -9 10 11 12 13 14 -8 -16 20 -18 19 -19 -17 -21 23 -22 -25 -24 -27 28 29 -28
right_child=1 -3 3 -5 -6 -7 7 8 -10 -11 -12 -13 -14 -15 15 16 17 18 -20 21 22 -23 25 24 -26 26 27 -29 -30 -31
leaf_value=-0.00022388186864025721 0.0002239088620990515 0.00030480215646093716 7.7795134524962672e-05 -0.00045663147242381593 0.00035714124300284316 -0.0001933133662937002 -0.00020574952539811 0.00014144715661292567 -0.00035744898780252794 0.00038033580797976663 0.0002730887012148742 -0.00028882151275052154 0.00037042903155088427 -0.00019915862993167885 0.00023035303269612736 0.00033791683276649569 -0.00078709024288084201 0.00063360923610161996 -0.00043806757495514365 -0.00028291956367193846 -0.0005891385449407001 3.2763275442678612e-05 0.00045819526144658172 -0.00022821122022125768 0.00044811144277142988 0.00029825248313136401 -6.7911695921793575e-05 -7.8674884369954844e-06 1.7050162714400131e-05 0.00093697032920317727
leaf_weight=22 25 28 37 26 20 36 26 34 39 24 20 38 25 33 28 25 23 20 27 23 21 166 21 36 21 25 25 1981 226 20
leaf_count=22 25 28 37 26 20 36 26 34 39 24 20 38 25 33 28 25 23 20 27 23 21 166 21 36 21 25 25 1981 226 20
internal_value=0 1.58934e-06 -1.17521e-06 -0.000142762 1.7902e-06 -5.88322e-07 1.76198e-06 -1.35411e-07 -0.000125086 3.0606e-06 -1.38905e-07 -2.08359e-06 1.84717e-06 -1.50724e-06 8.9604e-07 2.89484e-06 5.00547e-07 -7.07612e-05 -9.49517e-07 5.55203e-05 8.18768e-06 -5.65315e-06 4.71831e-06 -0.000143297 2.09603e-05 9.74233e-06 5.6064e-06 2.35766e-06 7.71031e-05 0.000378703
internal_weight=0 3099 3071 63 3008 2988 2952 2927 73 2854 2830 2810 2772 2747 2714 2688 2660 259 236 209 2401 189 2376 78 57 2298 2277 2252 271 45
internal_count=3121 3099 3071 63 3008 2988 2952 2927 73 2854 2830 2810 2772 2747 2714 2688 2660 259 236 209 2401 189 2376 78 57 2298 2277 2252 271 45
is_linear=0
shrinkage=0.1


Tree=2289
num_leaves=31
num_cat=0
split_feature=484 1452 1452 1420 157 51 51 43 51 2 51 2 2 2 15 0 43 0 484 52 12 12 16 51 157 16 43 15 0 43
split_gain=0.00010469 0.000136937 0.000228348 0.000150187 0.000246303 0.000119339 0.000312091 0.00221988 0.000366274 0.000296783 0.000527662 0.000374579 0.000414982 0.000524532 0.000364218 0.000353545 0.000341007 0.000281675 0.000479572 0.000895702 0.00136129 0.000912881 0.000495258 0.000536114 0.000655728 0.000736927 0.00100547 0.00112263 0.000477403 0.000418388
threshold=-0.52850499999999989 0.11769000000000002 0.10669000000000002 0.056520000000000008 0.63397500000000007 0.088210000000000011 0.078435000000000019 -1.0000000180025095e-35 0.020580000000000005 0.086100000000000024 0.10302500000000002 0.088665000000000008 0.092875000000000013 0.094565000000000024 0.040760000000000005 1.0000000180025095e-35 -0.036954999999999995 -0.068604999999999985 0.10126500000000001 0.12445000000000002 0.12757000000000002 0.10463500000000002 -0.11118499999999999 -0.065634999999999985 -0.04831499999999999 0.26435500000000006 -0.0030899999999999994 0.099260000000000015 -0.069824999999999984 -0.036954999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 17 10 -7 -11 16 -14 15 -15 -13 28 19 20 22 -21 -19 -24 -25 26 29 -28 -2 -26
right_child=1 -3 -4 -5 -6 9 7 -9 -10 11 -12 12 13 14 -16 -17 -18 18 -20 21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.00022805562664871107 6.1912272499189123e-06 0.00023456539190374313 -0.00033721976215019824 -0.00025855617211411962 0.00035343912168173119 0.00062962125040307319 0.00023805847819728245 -0.0010826197068672628 0.00035826436246030164 -0.00023585263997198615 5.7665376381784752e-05 -1.7548203431942965e-05 -0.00046657691550949088 3.9925471219248722e-05 0.00033117302957327561 -0.00039928595104443264 0.00050574839714858115 0.00017514394569005093 -0.00053742950050426387 -4.3987747423151247e-05 -0.00086141366747059789 0.00079648574367941676 1.0823261139281792e-05 -0.00076776646135840571 -0.00016401510998144257 0.00039170251554986908 -0.0011879970488371328 -0.00019951327919477116 0.00041493755286802327 0.00035299870851304151
leaf_weight=20 1947 25 20 22 20 23 35 20 28 52 54 20 22 144 37 21 33 77 21 28 22 24 197 20 72 21 20 27 29 20
leaf_count=20 1947 25 20 22 20 23 35 20 28 52 54 20 22 144 37 21 33 77 21 28 22 24 197 20 72 21 20 27 29 20
internal_value=0 1.47085e-06 -4.23615e-07 1.78055e-06 3.66829e-06 1.34732e-06 -6.50375e-06 -0.000242188 -1.42633e-06 5.17798e-05 0.000228509 1.04175e-05 5.66488e-05 -2.88851e-06 4.76122e-05 -1.59742e-05 0.000308278 -5.41498e-06 -6.87802e-05 -5.01408e-05 -9.31898e-05 0.000343923 -5.5963e-05 -0.000103165 -0.000227919 -0.000160439 -0.000243855 -0.000620145 1.219e-05 -5.16208e-05
internal_weight=0 3101 3076 3056 3034 3014 2608 55 2553 406 77 329 277 224 202 165 53 2525 549 528 476 52 454 377 180 160 139 47 1976 92
internal_count=3121 3101 3076 3056 3034 3014 2608 55 2553 406 77 329 277 224 202 165 53 2525 549 528 476 52 454 377 180 160 139 47 1976 92
is_linear=0
shrinkage=0.1


Tree=2290
num_leaves=31
num_cat=0
split_feature=39 130 1204 132 1203 1185 133 1212 130 132 4 42 15 14 142 2 3 97 34 11 43 150 9 9 16 51 402 129 49 16
split_gain=0.000108759 0.000142644 0.000193078 0.000127935 0.000713352 0.000316347 0.000172933 0.000126709 0.000167124 0.000390609 0.000263195 0.000217739 0.000212411 0.000114954 0.000610028 0.000376257 0.000263423 0.000135977 0.000169625 0.000793341 0.000576464 0.000245015 0.00021319 0.00021385 0.000156318 0.00103147 0.000556893 0.000408944 0.000277817 0.000710321
threshold=-0.083889999999999978 0.12884500000000002 0.053645000000000005 -0.083174999999999985 0.089005000000000015 -0.083264999999999992 -0.53082999999999991 0.055770000000000007 0.11417500000000001 -0.41127499999999995 0.071150000000000005 -0.015274999999999999 0.084655000000000022 0.078235000000000013 -0.057499999999999989 0.082850000000000021 -0.14989499999999997 -0.086464999999999986 -0.057544999999999992 -1.0000000180025095e-35 -0.075574999999999989 0.084555000000000019 0.092235000000000011 0.085355000000000014 -0.15241499999999997 0.081440000000000026 0.090045000000000014 -0.082959999999999992 0.088930000000000009 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -5 -7 8 9 -2 11 12 -11 14 -8 -15 -17 -16 20 -20 21 -19 23 24 25 26 -21 -26 -29 -30
right_child=1 -3 -4 5 -6 6 13 -9 -10 10 -12 -13 -14 15 17 16 -18 18 19 22 -22 -23 -24 -25 27 -27 -28 28 29 -31
leaf_value=0.00022680699858894862 0.00047594858682714402 -0.00019157676535355562 0.00028953001212515952 0.00040035414494923318 -0.00064552231458947073 0.00027432477483829568 0.00055282413726672527 -0.00019436598068978128 -0.00022715516639767552 0.00044779671668286695 -0.00029680615059533014 -0.00011384988010831876 3.1635192932472344e-06 -0.00045094061824784153 -0.00024360883234412936 0.00024205163478784798 -0.000174967249481459 -0.0002277460119330499 -0.00063125416287221022 1.7415184260929982e-05 0.00050031327095423654 0.0002184318945546693 0.00026602544230020918 -0.00030566067289328203 0.00046073508565314114 -0.00075873419380513953 -0.00048288206893024228 2.191463057301328e-05 -0.00056895078006265166 -3.4095980496368821e-05
leaf_weight=21 20 39 23 20 20 23 20 32 22 22 24 32 21 24 23 28 33 32 20 305 29 20 30 23 20 20 24 1815 27 309
leaf_count=21 20 39 23 20 20 23 20 32 22 22 24 32 21 24 23 28 33 32 20 305 29 20 30 23 20 20 24 1815 27 309
internal_value=0 -1.53644e-06 8.84852e-07 -1.30041e-06 -8.0089e-05 4.04447e-06 1.23874e-06 -1.4721e-05 2.60495e-05 7.28604e-05 -8.57154e-06 8.36635e-05 0.00023065 -1.00287e-06 2.57969e-06 -0.000115518 1.64513e-05 -1.50073e-06 5.81728e-07 -3.86977e-06 0.000143085 -5.61391e-05 1.00691e-06 -2.11954e-06 6.50875e-07 -6.14677e-05 -1.90807e-05 1.06368e-05 6.45176e-06 -7.70754e-05
internal_weight=0 3100 3061 3038 193 2845 2825 173 141 119 99 75 43 2802 2717 85 61 2697 2674 2593 81 52 2573 2543 2520 349 329 2171 2151 336
internal_count=3121 3100 3061 3038 193 2845 2825 173 141 119 99 75 43 2802 2717 85 61 2697 2674 2593 81 52 2573 2543 2520 349 329 2171 2151 336
is_linear=0
shrinkage=0.1


Tree=2291
num_leaves=31
num_cat=0
split_feature=33 9 3 34 34 33 9 4 1 47 41 131 1204 400 44 0 50 153 133 474 471 1429 43 1 1 15 1 3 13 156
split_gain=0.000101677 0.000123385 0.000286887 0.000149982 0.000148739 0.00018691 0.000106381 0.000109977 0.000124722 0.000188019 0.00016649 0.000165167 0.000173864 0.000171344 0.00013147 0.000222049 0.000155712 0.000646784 0.000387865 0.000318265 0.000222655 0.000268065 0.000204023 0.000149444 0.0011461 0.000878673 0.000550726 0.00103896 0.000663129 0.000369857
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 -0.097449999999999981 -0.084564999999999987 0.082285000000000011 -0.036024999999999995 0.62736500000000006 0.15618500000000002 0.13975500000000002 0.11457000000000002 0.13857500000000003 0.053645000000000005 -0.38516499999999992 0.10049500000000001 -0.26609999999999995 -0.099524999999999988 0.08351500000000002 0.089405000000000012 -0.26322499999999993 -0.086614999999999984 0.11023000000000001 -0.077824999999999991 0.107145 0.10337500000000001 -0.015039999999999998 0.11146500000000002 -0.0049599999999999991 0.00084500000000000016 -0.094124999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 9 10 11 12 13 -8 15 -15 17 18 22 -18 -21 23 -17 24 29 -26 27 28 -25 -22
right_child=1 2 -4 4 5 -7 7 -9 -10 -11 -12 -13 -14 14 -16 16 19 -19 -20 20 21 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.00021422242643893697 0.00027405527333030478 0.00013441026267606678 -0.0003412629725971783 -0.00023435261316114556 -0.00016924112388625037 0.00029181737415704198 0.00029256454552523792 0.00017758977306844568 -0.00021077154742670247 0.00027435271278955042 -0.00026904775434598814 -0.00027831315036608084 0.00027699515548706781 0.00032464450979161833 -0.00025044726956236575 0.0003875697121574459 -0.00032007340687414401 0.00062921561839175417 -0.0003002277122818512 0.00031401547603309159 0.00037633307281514418 -0.0002930949236997549 3.019432070023204e-06 -0.00022946798089833466 -0.00010492065276422011 -0.00084741018030659435 -1.1336821320762767e-05 0.00087635653200612233 0.00048372903565905293 -3.1379404872962028e-06
leaf_weight=22 20 21 32 27 37 22 20 35 28 25 23 21 23 21 21 22 32 20 29 22 26 32 37 32 37 28 243 22 22 2119
leaf_count=22 20 21 32 27 37 22 20 35 28 25 23 21 23 21 21 22 32 20 29 22 26 32 37 32 37 28 243 22 22 2119
internal_value=0 -1.52077e-06 -0.000152789 1.11127e-06 -6.92719e-07 1.41092e-06 -7.35179e-07 1.38547e-06 -7.3747e-07 1.30666e-06 -1.0868e-06 1.09174e-06 3.18131e-06 9.20008e-07 -1.18954e-06 7.18048e-07 -1.7801e-06 0.000115889 -7.76716e-07 -6.63984e-06 -2.7568e-06 -5.478e-06 0.000146411 -1.83872e-06 -1.10743e-05 -0.000424762 6.21444e-05 0.000297091 6.10938e-05 1.46171e-06
internal_weight=0 3099 53 3046 3026 2999 2977 2940 2905 2877 2852 2829 2808 2785 2765 2744 2723 108 88 2615 2583 2561 59 2529 2210 65 319 76 54 2145
internal_count=3121 3099 53 3046 3026 2999 2977 2940 2905 2877 2852 2829 2808 2785 2765 2744 2723 108 88 2615 2583 2561 59 2529 2210 65 319 76 54 2145
is_linear=0
shrinkage=0.1


Tree=2292
num_leaves=31
num_cat=0
split_feature=1429 156 1425 471 51 160 129 133 133 484 1 3 158 160 4 2 2 0 12 51 2 130 40 51 43 12 46 147 2 52
split_gain=0.000103871 0.000286346 0.00034635 0.000142963 0.000102268 0.000241348 0.000368694 0.00023592 0.0002279 0.000250508 0.000214774 0.000206022 0.000300324 0.000334194 0.000788117 0.000246242 0.000359243 0.000816219 0.00058243 0.000307254 0.000266359 0.000168221 0.000489037 0.00016082 0.00129697 0.000165341 0.000267506 0.000228429 0.000510453 0.000295163
threshold=0.12521000000000002 0.3248100000000001 0.095135000000000011 -0.071899999999999978 0.082455000000000014 0.11055500000000001 0.10119500000000002 -0.14643999999999999 -0.059434999999999995 -0.070054999999999992 0.09697500000000002 -0.10831999999999999 0.081640000000000018 0.0030550000000000004 -0.0070899999999999991 0.14753000000000002 0.094215000000000007 -0.07847999999999998 0.094225000000000017 0.10027500000000002 0.11728500000000001 -0.22562499999999999 -0.16692999999999997 0.024995000000000003 -0.064334999999999989 0.12757000000000002 -0.043074999999999995 0.093875000000000014 0.10731 -0.56368999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 21 6 7 -6 -9 -10 -7 -11 13 15 -15 16 17 19 20 -13 -18 -5 -23 25 -25 26 -24 29 -29 -28
right_child=-2 -3 -4 4 5 10 -8 8 9 11 -12 12 -14 14 -16 -17 18 -19 -20 -21 -22 22 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.00026218587389892145 0.00022716220344591424 -0.00036947547203107251 0.00035114687509901288 -0.00027730975429142787 0.00039301747347053606 2.2515172895509752e-05 -0.00034085587068970896 -0.00021597912407462271 -0.0001621172607078084 -0.00011158963966676418 -0.00042119240883039307 -1.1743354947871663e-05 -0.00022326914622681216 0.00087836491819914613 8.9961013418360391e-05 -0.00013924487467457152 -1.961806220231879e-05 -0.00042848213348339344 0.00077423603395887074 0.00043863482812109099 0.00042100578382656833 0.00046378948639109942 0.00033592692292902781 0.00034270877755867939 -0.00078249662899906977 -0.00022884764175890298 0.00031493263547951035 -0.00061069212163175743 2.954915054777468e-05 -6.0575115934868246e-06
leaf_weight=21 20 21 28 23 24 24 21 26 35 34 20 28 20 21 32 31 34 27 21 33 23 22 23 21 20 33 29 20 33 2353
leaf_count=21 20 21 28 23 24 24 21 26 35 34 20 28 20 21 32 31 34 27 21 33 23 22 23 21 20 33 29 20 33 2353
internal_value=0 -1.46509e-06 1.04407e-06 -2.16788e-06 -3.6637e-07 4.33964e-05 6.72816e-05 8.93148e-05 6.93453e-05 9.12286e-05 -0.00017917 0.000120397 0.00014961 0.00017944 0.000402347 0.00011947 0.000167784 2.92854e-05 0.000324039 0.000231904 0.000158178 -8.07623e-06 -5.65166e-06 -9.73053e-06 -0.000206172 -6.49725e-06 -3.51207e-06 -6.71827e-06 -0.000212051 -2.14957e-06
internal_weight=0 3101 3080 3052 3031 454 410 389 365 339 44 304 270 250 53 197 166 88 78 61 57 2577 2554 2532 41 2491 2458 2435 53 2382
internal_count=3121 3101 3080 3052 3031 454 410 389 365 339 44 304 270 250 53 197 166 88 78 61 57 2577 2554 2532 41 2491 2458 2435 53 2382
is_linear=0
shrinkage=0.1


Tree=2293
num_leaves=31
num_cat=0
split_feature=33 1204 132 15 132 1203 1212 42 42 403 9 2 133 48 48 51 48 2 43 123 13 16 34 13 3 13 13 402 13 1210
split_gain=9.56912e-05 9.0182e-05 0.000159639 0.00389422 0.0018133 0.000451097 0.000107673 0.000118251 0.000108617 0.000162247 0.000104518 0.000464658 0.000105553 0.000109354 0.00025736 0.000652142 0.000460053 0.000572745 0.000234154 0.000225413 0.000313059 0.000397077 0.000193908 0.000175925 0.0011253 0.000269224 0.00125722 0.0011304 0.000684351 0.000632658
threshold=-0.012019999999999998 0.057120000000000011 -0.083284999999999984 0.091915000000000011 -0.066044999999999979 0.087075000000000014 0.055770000000000007 -0.069529999999999995 -0.018024999999999996 -0.084674999999999986 0.091600000000000015 -0.15339499999999998 -0.53082999999999991 0.083685000000000009 0.089350000000000013 0.088210000000000011 0.091635000000000008 0.090050000000000005 -0.23714499999999997 0.084785000000000013 -0.081029999999999977 -0.018494999999999998 -0.085644999999999985 -0.15416999999999995 -0.073309999999999986 -0.087934999999999985 -0.088464999999999988 -0.086719999999999978 -0.087404999999999997 -0.079504999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 -2 -9 -10 12 -12 -6 22 15 19 17 -16 -18 20 -15 -22 -14 24 -24 26 27 -25 -27 -29
right_child=1 -3 4 -5 10 -7 -8 8 9 -11 11 -13 13 14 16 -17 18 -19 -20 -21 21 -23 23 25 -26 28 -28 29 -30 -31
leaf_value=-0.00018403481319962471 0.00018478021604670703 -0.00018029323098205541 -0.00092861281972589154 0.0013451008433714214 0.00021032015841531879 -0.00047791593979522789 -0.00017067849126291431 -0.00016301707165049657 -0.00012834984663641081 0.00022314697828200035 -0.00010690023010628748 0.0005196423880988732 -0.00029884011008740027 0.00044647844953705438 -0.00067959206045911527 0.00063495312272910569 -0.00029051233534119089 6.1440879703852631e-06 6.1630452180573358e-05 -0.00021282448184744377 -0.00030688952588800184 0.00024949609904634321 -0.00077067264914644929 -0.00065578674882338177 2.3816078619541047e-05 -0.00048827753673928481 0.00083445193685336219 0.00060413070446388298 -6.6578738005671564e-06 4.2043407233598992e-05
leaf_weight=28 38 27 21 22 24 23 31 35 24 29 29 20 23 23 21 24 20 29 338 24 23 29 22 22 94 30 21 22 1782 223
leaf_count=28 38 27 21 22 24 23 31 35 24 29 29 20 23 23 21 24 20 29 338 24 23 29 22 22 94 30 21 22 1782 223
internal_value=0 1.66601e-06 3.26839e-06 8.91883e-05 -2.79161e-06 -6.43121e-05 -3.72049e-06 3.73565e-05 -2.63038e-05 6.39786e-05 4.04703e-06 0.000148831 1.50786e-06 -3.01342e-07 4.04983e-05 0.000167293 2.27351e-06 -0.000281865 4.19577e-05 5.39207e-05 0.000139279 3.40246e-06 -9.97737e-06 -6.97924e-06 -0.000126863 -3.57105e-07 8.94539e-05 3.08586e-05 -1.46317e-05 9.25166e-05
internal_weight=0 3093 3066 202 2864 180 157 126 88 53 2843 49 2794 2770 531 123 408 50 358 99 75 52 2239 2216 116 2100 288 267 1812 245
internal_count=3121 3093 3066 202 2864 180 157 126 88 53 2843 49 2794 2770 531 123 408 50 358 99 75 52 2239 2216 116 2100 288 267 1812 245
is_linear=0
shrinkage=0.1


Tree=2294
num_leaves=31
num_cat=0
split_feature=33 9 2 0 39 39 1 121 153 42 130 394 3 128 128 15 52 52 52 403 150 12 12 13 12 42 0 12 0 4
split_gain=9.88393e-05 0.000124297 0.000640172 0.000114567 9.92291e-05 0.000134859 0.000215932 0.000149531 9.05725e-05 9.77128e-05 0.000507999 0.000639949 0.000480491 0.00020781 0.000254478 0.000256898 0.000146789 0.0015063 0.000411904 0.000542983 0.0002943 0.000236377 0.000765846 0.000509872 0.00122621 0.0011228 0.000318463 0.000434461 0.000719595 0.000396623
threshold=-0.044254999999999996 0.088235000000000022 -0.14451499999999998 1.0000000180025095e-35 -0.083889999999999978 -0.020804999999999994 0.16540500000000002 -0.085749999999999979 0.08351500000000002 -0.14609499999999997 0.088310000000000013 -0.078674999999999981 -0.091354999999999978 0.099470000000000017 0.11976500000000002 0.083840000000000012 0.096795000000000006 0.10160000000000001 0.10611000000000001 -0.44023999999999991 0.08882000000000001 0.089005000000000015 0.087925000000000017 -0.078944999999999987 0.091715000000000005 0.089810000000000015 -0.072269999999999987 0.09364500000000002 -0.076234999999999983 -0.046564999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 7 -7 9 10 11 -9 -12 16 15 -15 -11 -18 -19 -20 21 22 -21 24 25 -23 27 -25 29 -29
right_child=1 2 -4 -5 5 6 -8 8 -10 13 12 -13 -14 14 -16 -17 17 18 19 20 -22 23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.00021121141716403974 0.00022343981007907134 -7.5705458901053219e-05 -0.00059259010234936373 0.00024735391295204557 -0.0001897804783594266 -0.00027256461442448204 0.00030753528015971509 -0.00010096139426009773 -0.00018401600066751529 1.6631753535781032e-05 -0.00042971971359712866 0.00059965983236907059 0.00016230284577588842 -0.00055908703146823914 8.1150895958075886e-05 -0.00010896120616052941 -0.00075564768194453797 0.00030952627600457235 -0.00050245709438889242 -2.444449095570255e-05 0.0003521631990390068 0.00049054498614912686 -0.00057694738919461346 -0.00056780051901504137 0.00075754889539287739 -0.00045683689040115809 0.00012482902745813914 0.00040015668150615591 -0.00048631301162660955 -0.00012284701600759131
leaf_weight=22 20 23 21 21 37 20 23 22 26 2141 26 32 29 21 29 32 28 39 23 186 22 22 29 21 30 29 62 29 27 29
leaf_count=22 20 23 21 21 37 20 23 22 26 2141 26 32 29 21 29 32 28 39 23 186 22 22 29 21 30 29 62 29 27 29
internal_value=0 -1.4994e-06 -0.000138326 7.8482e-05 1.43195e-06 -4.12226e-08 2.31697e-06 -5.94714e-08 1.7981e-06 3.45943e-06 9.63489e-05 0.000314222 -0.000117562 -1.57915e-07 -0.000157003 -0.000287313 4.57571e-06 -4.02368e-05 -3.68293e-06 -2.76813e-05 -5.21246e-06 -2.2157e-05 -9.89681e-05 4.41659e-05 0.000250249 -4.81624e-05 -5.51957e-05 -0.000160493 -5.98644e-05 0.000138655
internal_weight=0 3099 65 44 3034 3014 2977 2954 2934 2908 109 54 55 2799 82 53 2717 576 548 509 486 464 215 249 81 51 168 106 85 58
internal_count=3121 3099 65 44 3034 3014 2977 2954 2934 2908 109 54 55 2799 82 53 2717 576 548 509 486 464 215 249 81 51 168 106 85 58
is_linear=0
shrinkage=0.1


Tree=2295
num_leaves=31
num_cat=0
split_feature=33 158 482 483 483 52 12 130 15 12 12 12 13 13 13 42 43 156 0 156 13 42 159 403 13 9 1419 1420 1428 1425
split_gain=9.24452e-05 9.21276e-05 0.000200862 0.000124557 0.00029512 0.000495373 0.000404522 0.000343828 0.00024845 0.000149685 0.00105762 0.000597503 0.000476869 0.000996703 0.00072457 0.000805825 0.000698612 0.00035895 0.000510015 0.000261101 0.00026879 0.000339292 0.000271867 0.00028594 0.000295227 0.000247617 0.000255093 0.000674296 0.000344028 0.00025128
threshold=-0.012019999999999998 -0.47382999999999992 0.12278000000000001 0.10761000000000003 0.098395000000000024 0.024145000000000003 0.23631000000000002 -0.22461999999999996 -0.072289999999999979 0.096990000000000007 0.096525000000000014 0.097575000000000009 -0.063184999999999977 -0.053889999999999993 -0.069964999999999986 0.10306000000000001 -0.036954999999999995 -1.0000000180025095e-35 0.12113000000000002 0.10749500000000002 -0.010094999999999998 -0.050249999999999996 -0.26590999999999992 -0.036149999999999995 0.0027400000000000007 0.091600000000000015 0.086505000000000012 -0.081459999999999991 0.093045000000000017 0.08789000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 -3 -5 10 25 -11 14 -14 15 16 -13 -15 19 20 21 -19 -22 -24 -25 26 28 -28 29 -9
right_child=1 2 -4 8 5 -7 -8 9 -10 11 -12 12 13 17 -16 -17 -18 18 -20 -21 22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00018088657525368036 -0.00018580806891595086 0.00035820649013826539 0.00031910029065329581 5.682515311491443e-05 -1.8864003608801535e-05 0.00056396039645187563 -0.00044826282544818246 -4.7164876355616775e-06 -0.0002978825666650664 -0.00049943495146830431 0.00067045716932625512 -0.00027721947657742671 -0.00073313159760304695 -0.0004179961121933403 0.0005492075756068736 -0.00053949695876716374 0.00044492093572468574 0.00046054671341456315 0.00044437837457972704 -0.00039374810119625187 0.00028246016314369625 -7.118962991323011e-05 8.1299237239076524e-05 -0.00054074433093774131 -0.00012306970783439202 0.00030434348100917075 0.00062687802340445598 -7.4188779827262107e-05 -0.00038209386129892667 0.00034282730193808676
leaf_weight=28 26 27 20 39 35 25 20 2225 40 28 24 21 22 23 33 21 37 24 23 20 20 24 57 20 110 27 23 34 24 21
leaf_count=28 26 27 20 39 35 25 20 2225 40 28 24 21 22 23 33 21 37 24 23 20 20 24 57 20 110 27 23 34 24 21
internal_value=0 1.63751e-06 3.22655e-06 1.15321e-06 4.45181e-06 0.000223979 -7.76522e-08 3.02612e-06 -0.000122774 -3.25806e-07 9.98274e-06 -5.10789e-05 -2.34877e-05 -8.19877e-05 0.000155669 -8.72115e-06 0.000183456 -3.7361e-05 -7.98317e-06 -4.5817e-05 -1.85283e-05 0.000194679 -6.79676e-05 -0.000105447 -0.000187327 3.24893e-06 -2.44645e-07 0.000208698 -5.49122e-06 -1.46697e-06
internal_weight=0 3093 3067 3047 2968 60 2908 2888 79 2861 2378 483 455 343 112 79 58 321 298 275 255 48 207 187 130 2354 2327 57 2270 2246
internal_count=3121 3093 3067 3047 2968 60 2908 2888 79 2861 2378 483 455 343 112 79 58 321 298 275 255 48 207 187 130 2354 2327 57 2270 2246
is_linear=0
shrinkage=0.1


Tree=2296
num_leaves=31
num_cat=0
split_feature=33 9 3 34 9 1 121 50 50 474 12 2 158 1456 52 52 1456 13 403 4 403 402 47 401 128 128 133 133 133 43
split_gain=9.60215e-05 0.000113325 0.000259971 0.000151291 0.000152847 0.000136542 0.000243996 0.00014731 0.000522647 0.000263913 0.000202012 0.000391533 0.00066314 0.000140743 0.000297136 0.000305827 0.00019235 0.00101563 0.00021901 0.000388825 0.000299317 0.000276879 0.000177501 0.000168426 0.00015228 0.000397132 0.000189803 0.000644642 0.000635619 0.000524371
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 -0.097449999999999981 -0.090799999999999978 0.16540500000000002 -0.094339999999999993 -0.099524999999999988 -0.24386999999999998 -0.45463999999999999 0.089085000000000011 0.11474000000000002 0.11245500000000001 0.094080000000000011 -0.034054999999999995 0.15915500000000002 0.086175000000000015 -0.085744999999999988 -0.54631999999999992 -0.081839999999999982 -0.5335399999999999 0.31115000000000004 0.13975500000000002 0.13699500000000003 0.11059000000000001 0.11976500000000002 0.09389500000000002 0.092470000000000011 0.098785000000000012 0.055925000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 10 -9 -8 12 -12 16 -15 -16 18 -18 19 -11 -20 22 23 24 26 -26 27 -22 -28 -30
right_child=1 2 -4 4 5 -7 7 9 -10 13 11 -13 -14 14 15 -17 17 -19 20 -21 21 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.00020817893931631594 0.00027517719645402393 0.00012694628426938184 -0.00032586371690968008 -0.00022924203297187545 -0.0003399657213040406 0.00026185727801930625 -0.00027045621325007892 -0.00034733372581699355 0.00048875728067027276 -0.00053532459728774574 0.00063453035796886658 -0.00028190876037115231 -0.00016108082723803818 9.7452618116649866e-05 -0.0005751492207526185 -6.6326321555405026e-05 -0.00023545474832644688 0.00056165759090094289 0.00032936471221286677 2.1974526950338436e-05 2.0493139994727207e-06 -0.00036098375040594316 0.00028643166436020034 -0.00028789161849999804 -0.00044761550284769892 7.496095627588644e-05 0.00052398440388185864 -0.00050875751953572031 -2.69883455632592e-05 0.00030121848291552551
leaf_weight=22 20 21 32 29 21 20 22 22 28 21 22 20 20 34 21 27 31 33 28 31 2102 21 22 20 26 33 29 25 258 60
leaf_count=22 20 21 32 29 21 20 22 22 28 21 22 20 20 34 21 27 31 33 28 31 2102 21 22 20 26 33 29 25 258 60
internal_value=0 -1.47787e-06 -0.000146448 1.0446e-06 -7.67251e-07 1.44355e-06 -3.05955e-07 2.10705e-06 0.000114599 -2.32299e-06 -1.0121e-05 8.22561e-05 0.000255668 3.66673e-07 -0.000128726 -0.000288936 4.23004e-06 0.000175556 1.3255e-07 -0.000203089 4.1598e-06 6.52195e-07 3.60146e-06 1.16422e-06 3.44654e-06 -0.000155327 7.23298e-06 -3.95453e-06 7.58088e-05 3.49375e-05
internal_weight=0 3099 53 3046 3026 2997 2977 2956 112 2844 84 62 42 2822 82 48 2740 64 2676 52 2624 2596 2575 2553 2533 59 2474 2127 347 318
internal_count=3121 3099 53 3046 3026 2997 2977 2956 112 2844 84 62 42 2822 82 48 2740 64 2676 52 2624 2596 2575 2553 2533 59 2474 2127 347 318
is_linear=0
shrinkage=0.1


Tree=2297
num_leaves=31
num_cat=0
split_feature=402 1212 33 480 3 15 4 403 402 402 157 133 160 481 480 154 157 16 471 9 10 1425 3 12 12 52 4 133 0 15
split_gain=9.11606e-05 0.000144557 9.09228e-05 9.33159e-05 0.000597397 0.000764037 0.000501628 0.00046037 0.000303363 0.000257895 0.000197001 0.000579545 0.000417124 0.000241525 0.000210638 0.000179121 0.000227293 0.000125288 0.000247733 0.000163405 0.000553871 0.000150694 0.000148114 0.000382634 0.000426085 0.000482433 0.000461013 0.000358393 0.000357942 0.000526818
threshold=0.31278000000000006 0.15049500000000002 -0.012019999999999998 0.086995000000000017 -0.085709999999999995 0.035560000000000008 -0.083439999999999986 -0.55327499999999985 0.13924000000000003 0.13116000000000003 -0.06482499999999998 0.091935000000000003 -0.52439499999999983 -0.051484999999999996 0.095525000000000013 0.084190000000000001 0.63604500000000008 0.63636000000000015 -0.085064999999999988 0.091600000000000015 0.094860000000000014 0.10129000000000002 -0.094299999999999981 0.10832500000000002 0.089300000000000004 0.10024500000000001 -0.39518999999999993 0.09389500000000002 -0.078704999999999983 -0.012384999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -5 -6 -4 9 15 -8 12 -12 14 -14 16 17 18 -9 21 -21 22 23 24 26 28 -20 -28 29 -26
right_child=-2 -3 3 4 6 -7 10 8 -10 -11 11 -13 13 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00017900311379759974 0.00020764803463992266 -0.0002628843222434322 0.00046233506039822133 1.6924986820889726e-05 0.00049201326233742296 -0.00084669859395944511 0.0001934136865851802 0.00035698646737728271 -0.00035090667061012939 0.00035526477260559446 0.00040478327760605937 -0.00053845827666615766 -0.00016974166501313448 -0.00038694193173709906 0.00026565966691123323 0.00029445758970853475 -0.00033459733713243623 -0.00017194069470860996 -0.00038586457760954676 0.00057393627617524808 -0.00010040669640775063 -0.00025451655610990914 -8.0925371347417563e-06 -0.00022384823990829651 3.4123656538164097e-05 0.00065203102283357159 -1.4862650069907041e-05 0.00034828492229501014 -2.4101948816323565e-06 0.00056775876681156761
leaf_weight=28 21 21 22 21 20 20 28 20 24 21 21 24 25 21 20 21 20 40 28 21 29 23 2174 44 37 21 154 33 82 37
leaf_count=28 21 21 22 21 20 20 28 20 24 21 21 24 25 21 20 21 20 40 28 21 29 23 2174 44 37 21 154 33 82 37
internal_value=0 -1.40665e-06 3.76736e-07 2.02296e-06 -6.40069e-05 -0.000404355 2.37558e-05 6.65501e-06 3.11137e-06 6.1404e-06 -4.36194e-05 -0.000103412 1.66014e-05 -0.000106911 2.377e-05 3.50692e-06 1.29557e-06 3.74466e-06 6.34452e-06 3.73071e-06 0.000182817 3.29902e-07 2.57568e-06 5.57699e-05 8.71556e-05 0.00020206 -7.44025e-06 4.92222e-05 0.000141487 0.000300941
internal_weight=0 3100 3079 3051 200 41 159 2851 2829 2805 139 111 87 66 45 2784 2763 2743 2703 2683 50 2633 2610 436 392 177 215 187 156 74
internal_count=3121 3100 3079 3051 200 41 159 2851 2829 2805 139 111 87 66 45 2784 2763 2743 2703 2683 50 2633 2610 436 392 177 215 187 156 74
is_linear=0
shrinkage=0.1


Tree=2298
num_leaves=31
num_cat=0
split_feature=49 0 49 456 48 447 147 16 3 49 447 4 147 0 48 4 16 13 48 34 1 295 151 156 456 475 51 1 52 49
split_gain=9.51594e-05 0.000305991 0.000160628 0.000261926 0.000131048 0.000131488 0.00028073 0.000196215 0.00021719 0.000152203 0.000150504 0.00018146 0.000132098 0.000191252 0.000133178 0.000672323 0.000547763 0.000382335 0.000312435 0.000135009 0.000694012 0.000169975 0.000166476 0.000458853 0.00121669 0.000501928 0.000611538 0.000370681 0.000750184 0.00035399
threshold=-0.23803499999999997 -0.10011499999999998 -0.14917999999999998 0.060100000000000008 -0.11155999999999998 0.094580000000000011 0.097430000000000003 -0.53943499999999989 0.088060000000000013 -0.12164499999999999 0.086460000000000023 -0.0035949999999999997 0.085835000000000009 -0.23811499999999999 0.11270000000000001 0.033845000000000007 -0.007794999999999999 -0.07743499999999999 0.10891500000000001 -0.057544999999999992 0.10124500000000002 1.0000000180025095e-35 -0.06568499999999998 0.087515000000000009 0.041000000000000002 -0.085684999999999997 -0.022999999999999996 0.08776500000000001 -0.0087299999999999982 -0.020744999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 6 7 8 -6 -9 12 -12 13 -11 18 16 -16 -17 19 20 -15 -22 23 25 -25 -21 -27 28 -28 -24
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leaf_value=-0.00012351880283423944 -0.00039119926097757549 0.00038188805081881588 -0.00023703163131595713 6.8028764444929754e-05 -4.1147200067320632e-05 -0.00019010998404285473 0.0003528637808417641 0.00021960224257782103 -0.00042453633081591263 0.00026767446607765225 0.00040919314167695123 -1.6788391067166232e-05 -0.00023781988344600668 0.00063509030384011577 0.00066566874571705105 0.00012870293765445239 3.976225147951106e-05 -0.00047541308429737751 -0.00038819121844079792 0.00045380838571298612 -0.00021916523545424473 0.0001406051852730646 -0.00021782950992396433 -0.00077887914625794771 0.00028527182479262013 -0.00045311547936372723 8.1221036551084141e-05 -1.7602923986598807e-05 0.0007286392686655746 -6.2027457156146281e-06
leaf_weight=23 27 25 23 23 45 35 23 33 22 27 20 20 23 20 27 20 29 22 21 38 29 24 82 21 22 21 63 98 25 2190
leaf_count=23 27 25 23 23 45 35 23 33 22 27 20 20 23 20 27 20 29 22 21 38 29 24 82 21 22 21 63 98 25 2190
internal_value=0 0.000139714 -2.18232e-06 -0.000179954 7.58003e-07 2.58106e-06 4.85566e-06 2.13499e-06 -0.000167036 6.07742e-06 3.59807e-06 0.000196202 8.4854e-07 2.82384e-06 2.25383e-07 0.000114705 0.000341539 -0.000187739 -4.00184e-06 -9.37661e-07 0.000133158 -5.62503e-05 -4.76148e-06 6.68633e-05 -0.00023443 0.000119743 5.84174e-05 0.000116171 0.000265147 -1.38407e-05
internal_weight=0 48 3073 50 3023 3000 2965 2942 67 2875 2842 40 2802 2779 2752 98 56 42 2654 2633 73 53 2560 288 43 245 207 186 88 2272
internal_count=3121 48 3073 50 3023 3000 2965 2942 67 2875 2842 40 2802 2779 2752 98 56 42 2654 2633 73 53 2560 288 43 245 207 186 88 2272
is_linear=0
shrinkage=0.1


Tree=2299
num_leaves=31
num_cat=0
split_feature=130 42 1205 401 401 1208 1208 1210 1208 132 1186 1185 15 16 4 133 133 43 1 42 1177 129 0 4 41 394 16 49 52 403
split_gain=9.082e-05 0.000275613 0.000100787 0.000103713 0.000113292 0.000105469 0.000488016 0.000207237 0.000173926 9.80641e-05 0.00280115 0.00164854 0.000249736 0.000127606 0.000549863 0.000375798 0.000590409 0.00042573 0.00045846 0.000480775 0.000368175 0.000516362 0.000308142 0.000264312 0.000240911 0.000236408 0.000241274 0.000617227 0.000464695 0.000822357
threshold=-0.23647499999999996 0.15665000000000004 0.09993500000000001 0.13571500000000003 0.11857000000000002 0.098655000000000007 0.10837500000000001 -0.13847499999999999 0.12241500000000001 -0.083284999999999984 0.049580000000000006 -0.087384999999999977 0.092400000000000024 -0.15241499999999997 -0.073104999999999989 -0.085499999999999979 -0.15129499999999999 -0.092909999999999979 0.07635500000000002 0.084835000000000008 -0.079504999999999978 -0.077709999999999987 -0.10011499999999998 0.40945500000000007 0.077565000000000009 -0.10198999999999998 -0.094359999999999986 0.085805000000000006 0.091275000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -8 10 12 -11 -9 14 -13 16 -16 23 19 -19 -15 -22 -21 -17 -20 -23 27 28 29 -27
right_child=1 -3 -4 -5 -6 6 8 9 -10 11 -12 13 -14 20 15 17 -18 18 24 22 21 25 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00021241233866021504 0.0002450401695179088 0.00036241753093366115 -0.00022484676490421409 0.00017669238767473763 -0.00018582468407905915 -0.00053409401105454892 0.00027941753753111696 -1.3113219750748078e-05 -0.00013762672613665928 -0.00090940731854061607 0.0011917502248252278 -0.0004839027382398921 -0.00038668828929075974 0.00040138470018670589 8.7746180662210899e-06 -0.00044518675577516357 -0.00069747863883094395 0.00064503161823571036 -3.3168251647570408e-05 -0.00018998082031473695 -0.00048591250351386235 0.00029112242186480822 0.00032504383573093667 2.4132078833645211e-05 0.00032795533974422147 -0.00012794147852608669 -2.1283065147813385e-06 -0.00017124569839560772 -8.7258503356549364e-05 0.00050715428760061824
leaf_weight=20 35 21 20 33 33 20 20 170 20 20 20 27 20 24 29 30 20 24 242 21 21 30 26 20 20 28 1943 54 35 75
leaf_count=20 35 21 20 33 33 20 20 170 20 20 20 27 20 24 29 30 20 24 242 21 21 30 26 20 20 28 1943 54 35 75
internal_value=0 1.36996e-06 -1.09173e-06 3.70721e-07 -1.55152e-06 4.7955e-07 -0.000130768 3.16354e-06 7.08954e-05 2.43336e-07 6.60571e-05 -4.89645e-06 -5.24369e-05 1.88145e-06 -4.60975e-05 -1.87347e-05 -0.000279492 1.46259e-05 5.54796e-05 0.000280877 1.18463e-05 7.56958e-06 9.49264e-05 -0.000257459 -5.60157e-06 1.23562e-05 8.43915e-06 0.00011538 0.000227537 0.000334507
internal_weight=0 3101 3080 3060 3027 2994 60 2934 40 2899 210 2689 190 2669 459 432 49 383 333 71 2210 2186 47 50 262 2165 2135 192 138 103
internal_count=3121 3101 3080 3060 3027 2994 60 2934 40 2899 210 2689 190 2669 459 432 49 383 333 71 2210 2186 47 50 262 2165 2135 192 138 103
is_linear=0
shrinkage=0.1


Tree=2300
num_leaves=31
num_cat=0
split_feature=39 130 1204 132 1203 1185 133 4 2 133 403 390 52 16 47 47 45 11 33 33 9 9 43 12 43 13 0 402 403 43
split_gain=8.98327e-05 0.000136813 0.000168821 0.000117565 0.00049608 0.000374083 0.00011622 0.00030329 0.000319046 0.000756501 0.000375488 0.000199799 0.000170708 0.000332124 0.000144752 0.000182292 0.0002787 0.000433873 0.000178021 0.000179547 0.000435816 0.000613468 0.000173684 0.00109543 0.000326647 0.00107719 0.000537488 0.000385077 0.00109729 0.000227425
threshold=-0.083889999999999978 0.12884500000000002 0.053645000000000005 -0.083174999999999985 0.089005000000000015 -0.083264999999999992 -0.14032999999999998 0.24564500000000003 0.084145000000000011 -0.14868999999999996 0.10323500000000001 0.088565000000000019 0.091820000000000013 -0.08231999999999999 0.14174500000000004 0.13148500000000005 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.085305000000000006 0.085555000000000006 0.094575000000000006 0.084740000000000024 0.087005000000000013 0.055925000000000009 -0.078279999999999975 -0.072894999999999988 -0.43418999999999991 -0.43370499999999995 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 8 9 -7 12 14 13 -10 15 16 17 -8 -19 20 22 -22 24 -24 27 -26 -27 28 -20 -29
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leaf_value=0.0002061301485636726 -2.2084821233286314e-05 -0.00018751147758732073 0.00027088064987607221 0.00043501549866050478 -0.00054812206726637667 3.8661031961768262e-05 0.00040606538132124118 -0.00023292737552827901 0.00043544915328051764 0.0007901249267715252 -0.00023186776491526803 -0.00031222112759548637 -8.3530288732921098e-05 1.6046569025337061e-05 -0.00027049617710872553 0.0002367599569339518 -0.00035779378390130164 -0.00028149070896451239 -0.00084751725778914983 -0.00022365910699591042 0.00072242055524839087 -2.0627887221053245e-05 -0.00068264710560190286 0.00010740032747788873 0.00079012199447871267 0.00028408052998461894 -0.00043138676812218149 -3.3039753048102588e-06 0.00014624235365772622 0.00030623517110749772
leaf_weight=21 173 39 23 20 20 37 26 29 35 21 39 21 27 41 20 32 22 23 20 36 20 25 26 54 22 21 21 2158 25 24
leaf_count=21 173 39 23 20 20 37 26 29 35 21 39 21 27 41 20 32 22 23 20 36 20 25 26 54 22 21 21 2158 25 24
internal_value=0 -1.39636e-06 9.74916e-07 -1.06848e-06 -7.65965e-05 4.05521e-06 1.00417e-06 6.92954e-05 0.000113118 0.000310743 3.23977e-05 -5.01999e-06 0.000132459 0.000209192 -2.51466e-06 -4.16955e-07 -3.42514e-06 -3.07947e-07 -4.57692e-06 -1.97944e-06 1.32373e-06 0.000309616 -4.52745e-06 -0.000149365 5.30175e-07 0.00022327 -7.36531e-05 -5.87096e-06 -0.000295429 1.00672e-07
internal_weight=0 3100 3061 3038 193 2845 2825 229 200 58 142 2596 103 76 2575 2555 2523 2501 2475 2452 2416 45 2371 80 2291 64 42 2227 45 2182
internal_count=3121 3100 3061 3038 193 2845 2825 229 200 58 142 2596 103 76 2575 2555 2523 2501 2475 2452 2416 45 2371 80 2291 64 42 2227 45 2182
is_linear=0
shrinkage=0.1


Tree=2301
num_leaves=31
num_cat=0
split_feature=393 390 43 1177 1184 1186 52 367 39 0 0 12 1209 133 42 133 12 1212 402 0 12 403 160 3 475 1429 0 52 0 0
split_gain=9.53087e-05 0.000114059 0.000563563 0.000124693 0.000113146 0.000144179 0.000282429 9.54548e-05 0.000188946 0.000111821 0.000457813 0.000483381 0.000362175 0.00039575 0.0005908 0.000553672 0.000306189 0.000324539 0.000567524 0.000514998 0.000393859 0.000339708 0.00038259 0.000459805 0.000336773 0.00138466 0.00121863 0.000489279 0.000670912 0.00100183
threshold=0.13251500000000002 0.088485000000000008 -0.0065949999999999993 -0.078779999999999989 0.081725000000000006 -0.087469999999999978 0.085815000000000016 -0.0098099999999999975 -0.020804999999999994 -0.084674999999999986 -0.085134999999999975 0.085785000000000014 -0.079679999999999987 0.11524500000000001 0.088670000000000013 0.10722500000000001 0.12302 -0.08867499999999999 -0.086719999999999978 -0.087319999999999995 0.11201500000000002 0.099885000000000015 0.10830500000000001 0.088060000000000013 -0.085774999999999976 0.083725000000000008 -0.085754999999999984 -0.14488499999999996 -0.086934999999999985 -0.087414999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5 -7 -9 10 12 -12 -10 15 -15 16 17 19 -19 -14 21 22 24 -24 25 -20 27 -26 29 -29
right_child=-2 2 -4 4 -6 7 -8 8 9 -11 11 -13 13 14 -16 -17 -18 18 20 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=0.00024967809993540872 0.00020740481082942675 0.00017438459981349298 -0.00055143159232102341 -8.1619308366498452e-05 -0.00017706567604262901 0.00017016851994640093 0.00038984857706560031 -0.0002718613982814042 0.00033178742916788905 1.6516858955891375e-05 -1.5456455154586973e-05 -0.00065699725901535917 -7.7908522619579286e-05 -0.00058792111311300565 0.00010853945748836158 0.00048881603314922283 0.00037012853688793261 -0.00048045243199469823 0.00026092229099958789 0.00057169756062490785 -0.00045289232595158483 -0.00030873527962524492 -2.4872890789993108e-05 -0.0006004490516953293 0.0002520017515152712 -0.00066227868982506077 0.00063379143921338255 -1.4413291005159484e-05 -0.00037308586278231819 0.0007036442548269406
leaf_weight=20 22 23 20 24 36 32 27 26 30 1606 24 23 26 29 21 22 20 28 32 23 21 38 35 23 73 33 32 682 50 20
leaf_count=20 22 23 20 24 36 32 27 26 30 1606 24 23 26 29 21 22 20 28 32 23 21 38 35 23 73 33 32 682 50 20
internal_value=0 -1.47238e-06 -0.000163204 8.03299e-07 -8.36192e-07 1.27856e-06 0.000167981 -1.6044e-06 -3.48878e-06 -1.07519e-06 -2.30618e-05 -0.000329402 -1.14318e-05 -1.99554e-05 -0.000295408 -8.06199e-06 -1.76846e-05 -2.46347e-05 -3.61909e-05 0.000227009 -2.42185e-05 -1.53756e-05 -4.00039e-06 -0.000253119 1.16708e-05 -0.00020778 2.83153e-05 4.83013e-06 -1.91639e-05 6.04419e-06
internal_weight=0 3099 43 3056 3036 3000 51 2949 2917 2891 1285 47 1238 1208 50 1158 1136 1116 1067 49 1039 1018 980 58 922 65 857 825 752 702
internal_count=3121 3099 43 3056 3036 3000 51 2949 2917 2891 1285 47 1238 1208 50 1158 1136 1116 1067 49 1039 1018 980 58 922 65 857 825 752 702
is_linear=0
shrinkage=0.1


Tree=2302
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 132 33 9 2 129 2 3 3 12 1204 403 12 133 42 131 1 131 402 42 128 128 1212 401 403 133 1208
split_gain=9.68833e-05 0.00262938 0.00151625 0.000312493 9.22102e-05 9.06382e-05 0.000116701 0.000683237 0.00011092 0.000297756 0.000287291 0.000343761 0.000912799 0.000245638 0.000199201 0.000371673 0.000198553 0.000190743 0.000149705 0.000306038 0.000290072 0.000448995 0.000278189 0.000277704 0.000223962 0.000219357 0.000160479 0.000470412 0.000348528 0.000154838
threshold=-0.083284999999999984 0.10450500000000001 -0.087384999999999977 0.089480000000000018 -0.050879999999999988 -0.044254999999999996 0.088235000000000022 -0.14451499999999998 0.083780000000000007 0.083715000000000026 -0.089819999999999983 -0.094874999999999987 0.089410000000000003 -0.085624999999999993 -0.081224999999999992 -0.029094999999999999 -0.095184999999999978 -0.098769999999999983 0.11029000000000001 0.078340000000000007 0.10548500000000001 0.31278000000000006 0.096235000000000015 1.0000000180025095e-35 0.096925000000000011 0.13631000000000001 -0.06959499999999999 -0.072624999999999981 0.41553500000000004 0.10233500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=2 -3 4 -5 5 6 7 -9 9 10 14 -13 -14 18 15 16 17 -19 19 22 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-3.8246230335123107e-06 -0.00087253968638833612 0.001157126650614373 0.00018865279237686013 -0.00042060319290612827 0.00020166732534893195 -0.00032377320791662594 9.8538898892002185e-05 -0.00061730169865768401 0.00032637202624558802 -0.00032195700212092751 -9.8346335380483662e-05 -0.00035707668010016077 0.00053224842787048235 0.00054095795508363241 -0.00014701327190778102 6.3634607464667755e-05 0.00066107047605328266 0.00025029766370432931 0.00033659622978377278 -0.00018665490758557542 -0.00034626556123839696 0.00046796497103059661 0.00023563206766714128 -0.00048225483624264598 -8.0666509307864142e-05 -0.0002803853912545102 -1.7014707472737022e-06 -6.8147250658512348e-05 -0.00033583038546625648 0.00020194018556809936
leaf_weight=179 20 20 26 20 22 24 40 20 37 29 32 36 22 21 24 22 20 26 39 39 25 20 26 21 41 28 2141 32 31 38
leaf_count=179 20 20 26 20 22 24 40 20 37 29 32 36 22 21 24 22 20 26 39 39 25 20 26 21 41 28 2141 32 31 38
internal_value=0 6.41364e-05 -4.84007e-06 -4.57119e-05 1.18144e-06 -5.25228e-07 -2.09482e-06 -0.000140075 8.89599e-07 6.47074e-05 1.8823e-05 -0.000120483 4.65238e-05 -5.37596e-06 0.000116562 0.000191313 0.000310722 0.000428895 -2.32179e-06 0.000115136 -7.41587e-06 -3.84603e-06 -1.77401e-05 -7.85632e-06 -0.000216688 -2.20482e-06 1.23709e-06 0.000173196 -2.88682e-06 1.84988e-06
internal_weight=0 219 2902 199 2882 2856 2834 60 2774 248 211 87 51 2526 124 92 68 46 2502 104 2398 2373 65 2353 62 2291 2263 53 2210 2179
internal_count=3121 219 2902 199 2882 2856 2834 60 2774 248 211 87 51 2526 124 92 68 46 2502 104 2398 2373 65 2353 62 2291 2263 53 2210 2179
is_linear=0
shrinkage=0.1


Tree=2303
num_leaves=31
num_cat=0
split_feature=393 390 43 1177 1184 1186 52 51 153 4 129 129 49 130 1204 3 42 4 2 399 130 130 4 15 49 402 394 47 47 47
split_gain=9.22427e-05 9.02693e-05 0.000447452 0.000103828 9.80423e-05 0.00014735 0.000241572 8.93027e-05 0.000156911 0.000111269 0.000110703 0.000357901 0.000383241 0.000529222 0.00026978 0.000202882 0.000310689 0.000226165 0.000238287 0.000186944 0.000160787 0.000528143 0.000399085 0.000758113 0.000814693 0.000265192 0.000187377 0.000166156 0.0013051 0.000940971
threshold=0.13251500000000002 0.088485000000000008 -0.0065949999999999993 -0.078779999999999989 0.081725000000000006 -0.087469999999999978 0.085815000000000016 -0.46280499999999997 0.086100000000000024 0.057560000000000007 0.083780000000000007 0.08653000000000001 0.10000000000000002 0.097445000000000018 -0.098194999999999991 -0.08867499999999999 -0.080354999999999982 -0.087894999999999987 0.088225000000000012 -0.065739999999999979 0.09833500000000002 0.092560000000000017 -0.068329999999999988 -0.011389999999999999 0.09567500000000001 0.31115000000000004 -0.084244999999999987 0.092165000000000011 0.09550500000000002 0.088915000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5 9 10 -7 14 -12 13 15 -9 17 -17 -13 -19 -16 21 25 -22 24 -24 26 -21 29 -29 -28
right_child=-2 2 -4 4 -6 7 -8 8 -10 -11 11 12 -14 -15 19 16 -18 18 -20 20 22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00022767608636058866 0.00020404154096137397 0.00015547946791427778 -0.00049125852012366523 -6.1267138759527978e-05 -0.00016496592908070955 0.0003133202905519284 0.00037476727307808621 -0.0003161925436870661 -0.00026995914310894229 -2.0250319503247739e-05 0.00039396189064879361 0.00014080846835738689 0.00041834476412207423 -0.00048015532045847861 0.0001935063737464395 0.00034570016311287569 -9.0904973395871443e-05 -0.00044236353132873777 1.7978957409716468e-05 -0.00028293433351791466 0.00018715090778035422 0.00037779265498506402 0.00036330840510065453 -0.00075733015380267596 -0.00037568609086780012 -0.00035366295223039661 -5.7259645092173702e-08 -0.00079577530755752543 -1.1176199414269016e-05 0.00058353547272775228
leaf_weight=20 22 23 20 24 36 20 27 28 22 20 29 29 21 23 47 39 28 23 22 24 30 36 26 21 35 22 2082 23 271 28
leaf_count=20 22 23 20 24 36 20 27 28 22 20 29 29 21 23 47 39 28 23 22 24 30 36 26 21 35 22 2082 23 271 28
internal_value=0 -1.4485e-06 -0.000145329 5.75993e-07 -9.20055e-07 1.0485e-06 0.000169575 -1.866e-06 -3.90657e-06 0.000146535 -1.87915e-06 6.73278e-05 1.61257e-05 -3.5378e-05 -7.41985e-06 3.71744e-05 0.000163238 -7.69646e-05 -0.000217307 -4.15118e-06 -7.72697e-06 -2.44661e-06 -0.000124932 -0.000239109 -6.07048e-05 -8.0338e-06 -4.90207e-06 -2.12637e-06 -7.25564e-05 7.6871e-06
internal_weight=0 3099 43 3056 3036 3000 51 2949 2909 40 2887 214 185 164 2673 141 67 74 45 2645 2598 2486 112 82 61 2450 2428 2404 294 2110
internal_count=3121 3099 43 3056 3036 3000 51 2949 2909 40 2887 214 185 164 2673 141 67 74 45 2645 2598 2486 112 82 61 2450 2428 2404 294 2110
is_linear=0
shrinkage=0.1


Tree=2304
num_leaves=31
num_cat=0
split_feature=49 2 49 1 48 48 448 0 1 447 483 150 1429 133 51 1 0 15 15 447 1374 3 403 3 1209 1209 160 160 1447 1447
split_gain=9.69159e-05 0.00030977 0.000121811 0.00023686 0.000101159 0.000134522 0.000140016 0.00015463 0.000389625 0.000159692 0.000222318 0.000123759 0.000394662 0.00142391 0.000750492 0.000430308 0.00079628 0.000397043 0.000318409 0.00027972 0.000261893 0.000144204 0.000521928 0.000478387 0.000364921 0.000523525 0.000361285 0.00107069 0.000993225 0.000672542
threshold=-0.23803499999999997 0.10327000000000001 -0.14917999999999998 0.10871500000000002 -0.11155999999999998 -0.089814999999999992 -0.083689999999999987 -0.24955499999999997 0.10538500000000002 0.094580000000000011 -0.47181499999999993 0.090480000000000019 0.083715000000000026 0.08622500000000001 -0.083574999999999997 0.090405000000000013 -0.14920999999999998 -0.083359999999999976 -0.090644999999999989 0.089635000000000006 0.091490000000000016 -0.081644999999999981 -0.52800499999999995 -0.081814999999999985 -0.087199999999999986 -0.076689999999999994 -0.015149999999999999 -0.025879999999999997 -0.086264999999999994 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -6 -7 8 -8 10 -9 20 14 -14 -13 -16 -17 18 -18 -19 21 23 -23 24 -12 -26 27 28 -27 -28
right_child=2 -3 4 -5 5 6 7 9 -10 -11 11 12 13 -15 15 16 17 19 -20 -21 -22 22 -24 -25 25 26 29 -29 -30 -31
leaf_value=0.00037467882900203291 -0.00040255488076416609 -0.0001351713933796749 -0.00020856223658404858 3.591587581987759e-05 0.00024287366996640744 -0.0002224670066165605 0.00050958915438968687 0.00028202668561009761 -0.00011461068090284244 -0.00026292801932235627 0.00038281556223340046 0.00068776249337877909 0.00042212110540434798 -0.00062369492728369855 -0.00022367254221955171 0.00064756155240432308 5.3783620039567998e-05 0.00043897821978344624 -0.00049178354616742582 -5.8460042710066779e-05 -0.00035084858265525495 -0.00038700742879882455 -1.5947822158962314e-05 0.00048287580535874114 -0.00047917108961635017 0.00060125185586714551 0.00052730120717439731 -0.00072420197493556777 -8.7695457490855833e-05 2.9085435250075761e-05
leaf_weight=26 22 22 23 28 23 28 20 28 20 23 26 22 23 30 39 26 23 26 20 20 22 39 1353 22 22 23 28 24 232 838
leaf_count=26 22 22 23 28 23 28 20 28 20 23 26 22 23 30 39 26 23 26 20 20 22 39 1353 22 22 23 28 24 232 838
internal_value=0 0.000140997 -2.20236e-06 -0.000157011 3.58155e-07 1.95988e-06 9.86023e-08 2.21181e-06 0.000197489 -4.73343e-07 1.61829e-06 -1.12889e-06 6.93785e-05 -0.00016985 0.000141419 6.33698e-05 0.000160715 1.84897e-05 -0.000199969 0.000222701 -7.27045e-06 -4.37106e-06 -2.63439e-05 2.08027e-05 1.22817e-05 4.02645e-06 1.33106e-05 -8.56538e-05 -2.55551e-05 4.5194e-05
internal_weight=0 48 3073 50 3023 3000 2977 2949 40 2909 2886 2858 229 53 176 154 115 89 43 46 2629 2607 1392 1215 1193 1167 1145 279 255 866
internal_count=3121 48 3073 50 3023 3000 2977 2949 40 2909 2886 2858 229 53 176 154 115 89 43 46 2629 2607 1392 1215 1193 1167 1145 279 255 866
is_linear=0
shrinkage=0.1


Tree=2305
num_leaves=31
num_cat=0
split_feature=1366 44 0 47 47 128 132 1 394 15 129 1 52 3 15 393 1213 12 1213 13 401 401 12 47 47 3 47 484 47 47
split_gain=9.63602e-05 0.000122888 0.000227073 0.000100842 0.000335551 0.000295705 0.000225166 0.00407805 0.00149284 0.0005047 0.000249862 0.000221832 0.000387349 0.000279866 0.000238781 0.000175128 0.000136647 0.000426711 0.000301841 0.000249805 0.000227001 0.000459013 0.000217526 0.000171575 0.00103553 0.000757464 0.000682814 0.000183404 0.000175431 0.000349551
threshold=-0.079979999999999982 0.10049500000000001 -0.26609999999999995 0.10843500000000002 0.10648500000000001 0.11787500000000002 -0.083284999999999984 0.089475000000000013 0.11233000000000001 0.091475000000000015 -0.082959999999999992 0.11654500000000001 -0.07278999999999998 -0.034684999999999994 -0.12563999999999997 0.098330000000000015 -0.24064499999999997 0.094435000000000005 -0.15413999999999997 -0.087404999999999997 0.11769000000000002 0.10947000000000001 0.087445000000000009 0.096475000000000019 0.092165000000000011 -0.078344999999999984 0.090100000000000013 -0.51117999999999986 0.087235000000000021 0.079365000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 9 10 -4 -8 12 -5 -13 -14 16 17 19 -18 22 21 23 -12 24 26 -25 27 -20 29 -29
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leaf_value=0.0001363283278324696 0.00032738321627091084 -0.00020714208763694905 3.7751073463807877e-06 5.7437177511511023e-05 0.00038216503326902573 -0.00027479634098619078 0.00031601882260292772 0.0013264843979413855 -0.00086588214850053197 -0.00049129897462686742 6.2948270933702591e-05 0.00025296681036707014 -0.00010171747358981519 -0.00013654870167673113 -0.00054779357179844136 0.00024705690593691544 0.00037751076348026155 -0.00053283212240785361 -0.00029854573242898497 0.00021522451590561984 0.00027982720618768196 -0.0004720316312159412 -0.00040344889217522003 -9.9059057617056608e-05 -0.00060046905997171115 0.00066478121407271835 0.0005684630036176671 -4.4473737344563439e-06 -0.00026506130280904474 0.00027411687447254183
leaf_weight=51 21 29 145 37 23 39 25 24 20 24 20 35 20 39 30 28 21 20 21 29 28 21 20 37 29 20 21 2173 25 46
leaf_count=51 21 29 145 37 23 39 25 24 20 24 20 35 20 39 30 28 21 20 21 29 28 21 20 37 29 20 21 2173 25 46
internal_value=0 -2.26473e-06 -3.10955e-07 -2.58962e-06 1.74672e-06 -1.33848e-06 2.47449e-06 0.000106693 -5.24988e-06 -6.65313e-05 1.41136e-06 -7.95934e-05 -0.00018785 4.76816e-05 -0.000369363 -1.66218e-06 -4.41372e-06 -0.000126125 2.21225e-08 -8.23915e-06 -3.25225e-06 -6.56451e-06 -0.00017025 -2.44359e-06 -6.66378e-06 0.000168955 8.69188e-07 -4.39327e-06 -1.64051e-06 1.32728e-06
internal_weight=0 3070 3041 3020 2859 2836 2797 193 2604 169 2584 161 87 74 50 2559 2531 89 2442 69 2421 2393 40 2372 2315 57 2286 2265 2244 2219
internal_count=3121 3070 3041 3020 2859 2836 2797 193 2604 169 2584 161 87 74 50 2559 2531 89 2442 69 2421 2393 40 2372 2315 57 2286 2265 2244 2219
is_linear=0
shrinkage=0.1


Tree=2306
num_leaves=31
num_cat=0
split_feature=394 1365 49 1375 457 0 150 48 0 52 16 0 131 0 1 15 43 48 51 51 0 1210 4 43 51 1 1 160 12 12
split_gain=9.8602e-05 9.41344e-05 0.00010171 0.000100323 0.000254293 0.000652336 0.000177448 0.000112066 0.000110671 0.0006441 0.00102836 0.000413807 0.000216983 0.00018715 0.000914115 0.00169791 0.000663559 0.000147935 0.000163714 0.000335809 0.000218292 0.000442537 0.000300649 0.00052928 0.00022716 0.000266008 0.00039265 0.000347031 0.000227101 0.000268812
threshold=0.15288500000000002 0.087370000000000017 0.51130000000000009 0.08517000000000001 -0.09139499999999999 -0.089604999999999976 -0.11226499999999999 -0.11155999999999998 -0.15599999999999997 -0.080979999999999983 -0.095964999999999981 -0.22491999999999998 0.077860000000000013 -0.14116499999999996 0.077565000000000009 -0.015039999999999998 -0.081374999999999989 -0.083559999999999982 0.012085000000000002 0.084745000000000015 -0.083804999999999977 -0.00092999999999999995 0.0045450000000000013 -0.0040649999999999983 0.091000000000000011 0.10022000000000002 0.10781 -0.41869999999999991 0.089300000000000004 0.087145000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1 -8 9 -9 11 -11 -13 14 -10 16 -16 -15 -19 -20 22 -22 23 28 -23 27 -27 -26 29 -21
right_child=-2 -3 -4 4 5 -7 7 8 13 10 -12 12 -14 17 15 -17 -18 18 19 20 21 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0002980367172858678 0.0001868128967186879 0.00016630059460911789 -0.00020437987404875457 0.00014038561698894396 -0.00068992705899290747 2.5998765403138741e-05 -0.00021166140655986965 -0.00030285491486413071 0.00034392763882351574 -0.00025340847632354495 0.00061704605905106298 0.00026494177023314661 -0.00012369343428872526 0.00022257794878290343 -0.0003428408903225015 -0.00088424365437071359 0.00028629117416705029 -1.1643593875519227e-05 0.00034079329227671752 -8.5010687341665573e-05 0.00047446381302926549 -0.00019545890380478733 0.00025880847606458702 -0.00045858112474282583 -0.00012039777899520812 -0.00037936013201639676 8.9358359374663065e-05 0.00034605109610530579 -0.00022626167035195977 0.00040984367030129463
leaf_weight=20 28 33 25 27 20 35 25 36 32 38 38 51 20 30 30 31 38 2164 38 23 26 35 22 36 22 24 70 58 25 21
leaf_count=20 28 33 25 27 20 35 25 36 32 38 38 51 20 30 30 31 38 2164 38 23 26 35 22 36 22 24 70 58 25 21
internal_value=0 -1.69117e-06 -3.50284e-06 -1.84817e-06 -0.000110953 -0.000234338 1.1815e-06 -8.42741e-07 9.69662e-07 7.62493e-05 0.000169091 1.29233e-05 0.000155467 -4.08581e-06 -0.000120703 -0.000270886 8.73291e-06 1.80347e-06 -7.79698e-07 5.7994e-05 2.83079e-05 8.53943e-05 -7.73244e-05 -0.000147752 3.69933e-05 8.37509e-05 -3.03144e-05 0.000217778 1.44193e-05 0.00015117
internal_weight=0 3093 3060 3035 82 55 2953 2933 2908 183 147 109 71 2725 131 99 68 2594 2564 400 362 235 127 105 209 174 94 80 69 44
internal_count=3121 3093 3060 3035 82 55 2953 2933 2908 183 147 109 71 2725 131 99 68 2594 2564 400 362 235 127 105 209 174 94 80 69 44
is_linear=0
shrinkage=0.1


Tree=2307
num_leaves=31
num_cat=0
split_feature=49 2 49 4 157 130 40 34 34 43 9 1 2 3 0 1 157 16 16 157 3 43 132 42 129 52 16 0 51 3
split_gain=9.13779e-05 0.000246283 0.000100115 0.000221277 0.000102259 9.41694e-05 0.000332642 9.5926e-05 0.000234497 0.000453068 0.000243932 0.000538208 0.000169876 0.000140942 0.000413202 0.000294188 0.000523866 0.00051772 0.000505854 0.000497168 0.00042371 0.000396168 0.000574481 0.00034867 0.000617393 0.000787828 0.000293418 0.000253039 0.000573096 0.000220858
threshold=-0.23803499999999997 0.10327000000000001 -0.14917999999999998 -0.046564999999999988 -0.52541999999999989 -0.22562499999999999 -0.15892999999999999 -0.112215 -0.057544999999999992 -0.078139999999999973 0.091905000000000014 0.13332000000000002 -0.080614999999999978 -0.095524999999999985 0.10455500000000001 0.10389500000000002 -0.04831499999999999 0.26676500000000009 0.22339500000000004 0.00087500000000000013 -0.16726499999999997 -0.14169499999999999 0.079970000000000013 1.0000000180025095e-35 0.080675000000000011 -0.016949999999999996 0.62682500000000008 0.047850000000000011 -0.12463499999999998 -0.088784999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -6 -7 -8 9 -9 12 -12 -10 15 27 17 -17 18 20 -19 -14 22 -22 24 25 -23 -18 29 -29 -15
right_child=2 -3 4 -5 5 6 7 8 10 -11 11 -13 13 14 -16 16 26 19 -20 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00034527318493928762 -0.00040013470163103193 -0.00010933787740544756 -0.00022518677345942709 2.9280893310594067e-05 -0.00018780352635915803 0.00039074468892398399 -0.00019077837429134749 1.2082603362531782e-05 0.00022378233856322957 0.00058610718231648211 -0.00057129843208594659 0.00012054199641252954 0.00042526016904957946 -0.00011342145371219113 -0.00037952732668297055 -0.00052919392315247521 -9.1523963880414772e-05 0.0007096538243349642 -0.00043753394187660887 4.0736107039265341e-05 9.8762784133333271e-06 5.223046073634005e-05 -0.00057489098204920692 -5.6478758437597025e-05 -0.0001706590092825619 0.00078570476459844947 0.00034278653828161105 -0.0001149917034856623 0.00062463427719194452 -1.0781356259178971e-06
leaf_weight=26 20 22 20 30 26 22 26 44 34 20 23 22 32 191 30 22 60 25 20 20 84 27 21 49 22 32 21 22 20 2088
leaf_count=26 20 22 20 30 26 22 26 44 34 20 23 22 32 191 30 22 60 25 20 20 84 27 21 49 22 32 21 22 20 2088
internal_value=0 0.00013691 -2.13852e-06 -0.000142485 1.82799e-07 1.68376e-06 3.33867e-06 4.54432e-07 2.15196e-06 0.000191465 -2.07703e-06 -0.000233065 1.60895e-06 -1.10242e-06 -1.07774e-05 5.11868e-05 -9.64581e-05 9.69923e-05 4.75448e-05 0.000412357 8.38803e-05 3.73945e-05 -0.000107077 0.000154083 0.00028146 0.000450047 2.10751e-05 -6.01111e-06 0.000237211 -1.04935e-05
internal_weight=0 48 3073 50 3023 3003 2977 2955 2929 64 2865 45 2820 2786 2351 435 103 332 287 45 267 235 105 130 81 59 81 2321 42 2279
internal_count=3121 48 3073 50 3023 3003 2977 2955 2929 64 2865 45 2820 2786 2351 435 103 332 287 45 267 235 105 130 81 59 81 2321 42 2279
is_linear=0
shrinkage=0.1


Tree=2308
num_leaves=31
num_cat=0
split_feature=1429 156 1428 1419 157 1419 1419 475 484 1371 15 2 156 15 151 44 475 153 474 448 1429 453 457 474 160 475 3 3 12 0
split_gain=8.65028e-05 0.000239644 0.000348342 0.000191404 0.000529712 9.80356e-05 0.000227967 0.000125566 0.00109076 0.000584475 0.00105354 0.000364999 0.00024913 0.000466605 0.00015629 0.000123715 0.000263405 0.000171702 0.00014873 0.000197421 0.000137617 0.000131392 0.000148959 0.000129416 0.000872246 0.000234869 0.000225376 0.000367327 0.000661116 0.000178993
threshold=0.12521000000000002 0.3248100000000001 0.094820000000000015 0.090190000000000006 -0.06482499999999998 0.086505000000000012 0.083675000000000013 -0.085774999999999976 0.085790000000000019 0.083235000000000017 -0.045854999999999993 0.08708500000000001 0.094150000000000011 -0.011859999999999997 -0.52488999999999986 0.10049500000000001 0.093020000000000005 0.082840000000000011 -0.084054999999999977 -0.083689999999999987 -0.066319999999999976 0.086430000000000021 -0.086894999999999986 0.085295000000000024 -0.088854999999999976 -0.008964999999999999 0.095270000000000007 -0.082974999999999979 0.08493500000000001 -0.075684999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 11 14 -11 -1 13 -13 -9 16 17 18 -16 -20 -21 23 -23 25 -25 -22 27 28 -26 -29
right_child=-2 -3 -4 4 -6 -7 -8 9 -10 10 -12 12 -14 -15 15 -17 -18 -19 19 20 21 22 -24 24 26 -27 -28 29 -30 -31
leaf_value=0.00032508117296718855 0.00020730228774482387 -0.00033800207422159264 0.00030594293525241113 0.00016506876806185271 -0.00051620082900626595 0.00016438468147599554 -0.00032234145875752965 -0.00022386583753564819 -0.0006741103248294587 -0.00012256701434539124 0.00085608558195169541 0.00012707318761385976 0.0001707924222573638 -0.0005333616700701659 0.00025090954659390263 -0.00021949891292024406 0.00030910443019820382 -0.00027742505494230004 -0.00024603162819403224 0.00020997166445795303 0.00024737608007107602 -1.6421478940173986e-05 0.00036490843915435974 -0.00068926818591232106 0.00027165468835102567 -5.5021729987489146e-08 -0.00029026463650682542 0.00040521957318208389 -0.00047318241139202239 3.7031482244619053e-05
leaf_weight=33 20 21 37 21 25 36 22 31 26 22 22 20 25 23 24 25 28 22 32 32 39 20 21 21 22 2350 21 31 26 23
leaf_count=33 20 21 37 21 25 36 22 31 26 22 22 20 25 23 24 25 28 22 32 32 39 20 21 21 22 2350 21 31 26 23
internal_value=0 -1.337e-06 9.58444e-07 -2.74988e-06 -0.000205186 3.57256e-07 -1.637e-06 7.63647e-07 -9.64979e-05 5.15633e-06 0.000366759 5.21944e-05 -8.02359e-05 -0.000226183 -5.91696e-07 1.93717e-06 3.97843e-06 7.95296e-07 3.09464e-06 8.40067e-07 3.87149e-06 1.30925e-06 0.000178894 -1.56519e-06 -9.36319e-05 3.98425e-06 8.06206e-06 6.94823e-05 -0.000131799 0.000248399
internal_weight=0 3101 3080 3043 46 2997 2961 2939 127 2812 44 101 68 43 2768 2737 2712 2684 2662 2638 2606 2574 41 2533 144 2389 123 102 48 54
internal_count=3121 3101 3080 3043 46 2997 2961 2939 127 2812 44 101 68 43 2768 2737 2712 2684 2662 2638 2606 2574 41 2533 144 2389 123 102 48 54
is_linear=0
shrinkage=0.1


Tree=2309
num_leaves=31
num_cat=0
split_feature=1429 155 16 2 155 475 1456 153 474 156 1 1366 1375 1 1456 1456 1456 13 1456 43 157 472 1455 1455 1429 156 475 1372 475 15
split_gain=9.98661e-05 0.000294765 0.000146275 0.00035882 0.000190425 0.000174837 0.000186554 0.000224562 0.000162926 0.000254656 0.000140428 0.000119251 0.000149095 0.00035503 0.000164189 0.000198846 0.000248748 0.00107126 0.000219453 0.000782191 0.000900859 0.00015572 0.0001851 0.000210409 0.00020208 0.000229879 0.000238453 0.000321921 0.00022613 0.000358966
threshold=-0.23752499999999996 0.14721000000000004 0.62925500000000012 0.11067500000000001 0.12509500000000004 -0.10664 0.11510000000000002 0.084695000000000006 -0.084054999999999977 0.11969000000000002 0.088340000000000016 -0.079979999999999982 0.089070000000000024 0.093205000000000024 0.10620000000000002 0.092265000000000014 0.086175000000000015 -0.085744999999999988 0.056325000000000007 -0.014584999999999999 -0.081579999999999986 -0.082054999999999975 -0.24112999999999998 -0.091604999999999978 -1.0000000180025095e-35 -0.092624999999999985 -0.086304999999999979 -0.065504999999999994 -0.082449999999999982 -0.015039999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 10 7 8 -7 11 -2 -10 14 -14 15 16 18 -18 21 20 -20 -13 -23 -24 -25 -26 -27 -28 29 -29
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12 12 13 -15 -16 -17 17 -19 19 -21 -22 22 23 24 25 26 27 28 -30 -31
leaf_value=-0.00021230562944600189 -0.00034045430258157906 0.00032449639514067844 8.2652881701505976e-05 -0.00039471468652106613 0.00030925884959287942 0.00021352234673233602 0.00021997584367338091 -0.00033412609518563842 0.00015660501815787308 -0.00035613043794000985 9.1512402286753067e-06 -0.00027452238864498216 4.5682832909127079e-05 -0.00049824561814602929 0.0002878381285700016 -0.0002648475874074003 -0.00029004776999658058 0.00062382570781508177 1.2921694239291052e-05 0.00032577995332844911 -0.00087298996728680904 0.00027636838302714752 -0.00023710505904293519 0.00021638200399845824 -0.00033511131507111712 0.00028087548430888882 -0.00028699782836299982 0.00041206536997508793 4.6286218155701879e-07 -9.0594120289703525e-06
leaf_weight=22 27 28 32 31 20 36 39 20 49 20 20 20 30 20 20 28 23 29 24 21 22 25 36 45 20 31 38 35 2262 48
leaf_count=22 27 28 32 31 20 36 39 20 49 20 20 20 30 20 20 28 23 29 24 21 22 25 36 45 20 31 38 35 2262 48
internal_value=0 1.50717e-06 -1.4377e-06 -0.000152242 1.72077e-06 -3.37717e-07 2.72021e-06 -1.99488e-07 2.11784e-06 -5.56288e-07 -0.000191686 1.96016e-06 -7.68539e-07 -0.000171889 2.36897e-06 2.59856e-07 3.03067e-06 0.000219612 -1.25645e-06 -0.000179915 -0.000410775 3.41937e-06 5.60789e-06 2.91644e-06 6.40202e-06 2.5199e-06 5.31717e-06 1.73249e-06 6.41127e-06 0.000168523
internal_weight=0 3099 3071 63 3008 2988 2941 2902 2882 2846 47 2826 2777 50 2727 2707 2679 52 2627 67 46 2560 2540 2515 2479 2434 2414 2383 2345 83
internal_count=3121 3099 3071 63 3008 2988 2941 2902 2882 2846 47 2826 2777 50 2727 2707 2679 52 2627 67 46 2560 2540 2515 2479 2434 2414 2383 2345 83
is_linear=0
shrinkage=0.1


Tree=2310
num_leaves=31
num_cat=0
split_feature=394 132 43 390 130 130 1204 1203 481 4 403 43 42 1446 4 403 1210 4 15 51 48 159 150 160 132 4 150 52 1 1
split_gain=8.28776e-05 0.00208568 0.00274018 0.000116414 0.000109893 0.000276005 0.00011127 0.000238846 0.00010098 0.000508678 0.000507822 0.000709275 0.00034711 0.00114723 0.00048253 0.000257608 0.000113907 0.000329033 0.000443539 0.000116269 0.000120352 0.000225046 0.000221943 0.000387013 0.000241115 0.000238932 0.000199564 0.000215194 0.00022665 0.00037098
threshold=0.0041850000000000004 -0.083284999999999984 -0.010344999999999998 0.088485000000000008 -0.22699999999999995 -0.095314999999999983 0.057120000000000011 -1.0000000180025095e-35 -0.087424999999999989 -0.080584999999999976 -0.5492149999999999 -0.041049999999999996 0.090545000000000014 0.037915000000000011 -0.015039999999999998 -0.53762499999999991 0.0028200000000000005 -0.072334999999999997 0.090455000000000021 -0.46280499999999997 0.083180000000000018 0.10333000000000002 0.10980500000000001 0.098320000000000005 0.091440000000000007 -0.51843499999999987 0.08926000000000002 0.14295500000000003 0.088770000000000016 0.10658000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 -7 9 -9 11 -10 13 -11 -15 -12 19 18 -18 -17 -21 22 23 24 25 -22 27 28 -27 -30
right_child=1 2 -4 -5 5 6 -8 8 10 12 15 -13 -14 14 -16 16 17 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00023399898935167588 0.00089511575794819264 -0.0010935299808889714 0.00038647957799498576 -0.00017883815199712518 0.00033206634782254697 0.00032825806505239934 -0.00023667290501180107 -0.00055244553048396485 -8.7078143736686218e-05 -0.00070935182711331273 -0.00030092790959691953 0.00069145096326246863 0.00037231264868751172 0.00055137694376753647 -0.00012729579651601274 0.0001716566671667671 -3.0903198712621816e-05 -0.00018672505885617633 0.00063508421240840115 -1.7859206462681403e-05 0.00029452983073194143 0.00034790932999881493 -0.00029708521010163519 0.00035077172760793478 0.00023108245966593839 0.000109190735733328 -0.00026590422335588795 -0.00020485766867843307 -0.00022198716099162334 7.1328812295437936e-05
leaf_weight=20 23 22 29 37 25 22 20 20 22 21 29 25 20 20 22 37 20 21 20 2089 24 22 21 36 45 152 33 49 77 98
leaf_count=20 23 22 29 37 25 22 20 20 22 21 29 25 20 20 22 37 20 21 20 2089 24 22 21 36 45 152 33 49 77 98
internal_value=0 0.000104566 -0.000251956 -2.53952e-06 -3.72392e-07 1.19033e-06 -1.59952e-06 -3.09667e-09 -2.47376e-06 -9.97283e-05 1.07845e-06 0.000327033 9.36019e-06 -0.000105863 0.000195882 -4.44621e-06 -1.31284e-06 0.00013381 0.000302091 -4.38495e-06 -6.84661e-06 3.44556e-05 2.15659e-05 3.45847e-05 1.07715e-05 -1.21246e-05 -3.0119e-05 -9.42506e-06 1.986e-05 -5.77302e-05
internal_weight=0 74 51 3047 3010 2990 2965 2945 2923 103 2820 47 83 63 42 2773 2744 61 40 2683 2646 557 535 514 478 433 409 376 327 175
internal_count=3121 74 51 3047 3010 2990 2965 2945 2923 103 2820 47 83 63 42 2773 2744 61 40 2683 2646 557 535 514 478 433 409 376 327 175
is_linear=0
shrinkage=0.1


Tree=2311
num_leaves=31
num_cat=0
split_feature=130 40 120 33 9 3 15 3 1 157 2 2 12 52 49 130 160 0 0 15 0 133 14 43 160 158 3 43 16 0
split_gain=9.85725e-05 0.000173773 0.000263858 0.000134555 0.000114731 0.000462625 8.81403e-05 9.50682e-05 0.000229981 0.000536914 0.000455605 0.000581328 0.000356006 0.000323715 0.000285908 0.000313475 0.000297553 0.000431175 0.000287351 0.000385637 0.000224479 0.000738175 0.00023333 0.000483898 0.000370528 0.000362236 0.000281252 0.000218224 0.000216042 0.000235983
threshold=-0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.012019999999999998 0.091600000000000015 -0.011549999999999998 0.23208000000000004 -0.095524999999999985 0.10337500000000001 -0.04831499999999999 0.10981000000000002 0.10497000000000002 0.078300000000000008 -0.5425549999999999 -0.067649999999999988 0.089120000000000019 1.0000000180025095e-35 0.041630000000000007 -0.082974999999999979 0.086715000000000014 0.10455500000000001 0.086910000000000015 -0.31455999999999995 -0.05647499999999999 -0.075414999999999982 -0.47382999999999992 -0.092984999999999984 -0.14169499999999999 -0.0064149999999999997 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 8 10 -10 11 12 -5 -11 -14 16 17 18 28 -20 22 -22 23 -9 -25 -24 -27 -17 29 -16
right_child=1 2 -4 4 5 -7 -8 20 9 13 -12 -13 14 -15 15 27 -18 -19 19 -21 21 -23 25 24 -26 26 -28 -29 -30 -31
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leaf_weight=23 20 27 25 25 29 21 23 25 28 21 31 23 24 72 20 30 22 20 43 28 20 25 20 20 20 37 2306 22 34 37
leaf_count=23 20 27 25 25 29 21 23 25 28 21 31 23 24 72 20 30 22 20 43 28 20 25 20 20 20 37 2306 22 34 37
internal_value=0 -1.53128e-06 3.77829e-07 -2.27163e-06 -2.88577e-07 0.000149935 -2.81249e-06 -4.3313e-06 3.63952e-05 -8.28331e-05 7.65808e-05 4.19477e-05 7.85062e-05 3.27507e-05 4.62235e-05 7.71634e-05 0.000133032 0.000175022 0.00012094 -2.98386e-05 -1.22362e-05 -0.000233543 -8.13452e-06 0.000178777 0.000394482 -1.3276e-05 -9.6586e-06 -0.000142013 0.000238581 0.000357582
internal_weight=0 3098 3078 3053 3026 50 2976 2953 480 121 359 328 305 93 280 256 204 182 162 71 2473 45 2428 65 40 2363 2343 52 91 57
internal_count=3121 3098 3078 3053 3026 50 2976 2953 480 121 359 328 305 93 280 256 204 182 162 71 2473 45 2428 65 40 2363 2343 52 91 57
is_linear=0
shrinkage=0.1


Tree=2312
num_leaves=31
num_cat=0
split_feature=33 43 1375 484 133 4 40 480 43 49 49 151 13 0 0 52 15 4 0 16 16 403 12 133 12 133 4 4 4 2
split_gain=9.81875e-05 9.3119e-05 0.000367232 0.00041394 0.000819698 0.000780263 0.000502692 0.000398283 0.000286686 0.000273107 0.000515447 0.000283088 0.000340615 0.000398474 0.000604702 0.000358454 0.000269499 0.000509673 0.000509246 0.000346925 0.000606595 0.00044916 0.00033422 0.000786684 0.000457561 0.000321476 0.000521906 0.000483439 0.000340378 0.000252859
threshold=-0.044254999999999996 -0.082389999999999977 -0.15308499999999997 0.090535000000000018 0.089755000000000015 -0.0092149999999999992 -0.24134999999999998 -0.080004999999999979 -0.082144999999999982 -0.0081349999999999981 -0.0049799999999999992 -0.090769999999999976 -0.090639999999999984 -0.089964999999999976 -0.087414999999999979 -0.018574999999999998 -0.098289999999999975 0.0045450000000000013 -0.070499999999999993 -0.11118499999999999 -0.083134999999999987 -0.49218499999999993 0.09364500000000002 0.024320000000000005 0.091325000000000003 0.039215000000000007 -0.087394999999999987 -0.083644999999999983 -0.0078799999999999981 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 -4 -8 -3 11 -11 -9 -13 15 -15 -14 29 19 -19 -18 -21 -22 24 -24 25 27 -27 -23 -28 -12
right_child=1 8 3 4 -6 -7 7 9 -10 10 16 12 13 14 -16 -17 17 18 -20 20 21 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=0.00021051386826332998 0.00040448455535806719 -0.00037127410598920759 0.00053149673309235376 8.6651388846803448e-06 0.00028123009410178798 -0.00082213749947886064 0.00046333893566043123 0.00021418777308507086 -8.5178594550488791e-06 0.00051613731718490547 0.0003929533199374823 -0.00045053940029228458 -7.3609959080760535e-05 -0.00063641398861047653 -6.3757544147290086e-05 0.00041963886637509299 0.00042337049595847606 -0.00066336263024078862 -1.522280034367685e-05 -0.00041449747028915836 0.0004633047772222199 -0.00037950362399753529 0.00056562393447165957 -0.00012518466922783238 -0.00042482348716086043 0.00047087382469814454 -0.0002497756140655838 0.00018010217832992428 0.00027611167781287804 4.0762245307052314e-05
leaf_weight=22 25 22 20 20 22 26 20 29 2239 23 36 27 34 23 93 26 22 22 27 30 25 38 32 34 28 31 32 26 20 47
leaf_count=22 25 22 20 20 22 26 20 29 2239 23 36 27 34 23 93 26 22 22 27 30 25 38 32 34 28 31 32 26 20 47
internal_value=0 -1.49445e-06 2.69788e-05 1.53703e-05 -0.000220812 -0.000460919 3.69279e-05 2.32846e-05 -1.20476e-05 1.08008e-05 5.43907e-05 -7.80699e-05 -0.000119821 -6.90858e-05 -0.000177301 0.000140131 3.07903e-05 -6.01225e-06 -0.000306224 4.02468e-05 1.17714e-05 5.98469e-05 1.79944e-05 0.000209753 -5.43259e-05 1.6245e-05 0.000146102 -0.000152164 -4.75113e-05 0.00019352
internal_weight=0 3099 838 813 68 46 745 725 2261 705 473 232 203 176 116 60 450 367 49 318 296 266 241 66 175 147 83 64 52 83
internal_count=3121 3099 838 813 68 46 745 725 2261 705 473 232 203 176 116 60 450 367 49 318 296 266 241 66 175 147 83 64 52 83
is_linear=0
shrinkage=0.1


Tree=2313
num_leaves=31
num_cat=0
split_feature=1365 475 484 1371 475 151 1 2 0 1373 150 14 457 12 16 1 1 3 479 1 480 1 1210 1 0 15 0 483 483 3
split_gain=9.66688e-05 9.06278e-05 0.00092467 0.000694259 0.000476412 0.000306411 0.000157994 0.000373602 0.00031166 0.0001203 0.000340393 0.00019761 0.000149672 0.000490097 0.000247815 0.000187035 0.00168003 0.00279781 0.00085922 0.000832056 0.000446306 0.00072235 0.000423973 0.000522816 0.000316852 0.000695226 0.000277226 0.000265859 0.00068696 0.00026342
threshold=0.088010000000000019 -0.085774999999999976 0.085790000000000019 0.083235000000000017 -0.08663499999999999 -0.5413699999999998 0.10234000000000001 0.08708500000000001 -0.036484999999999997 -1.0000000180025095e-35 0.14500000000000005 0.097795000000000007 -0.086004999999999984 0.084795000000000023 -0.010699999999999999 0.091345000000000023 0.09253500000000002 -0.081054999999999974 0.093525000000000011 0.090740000000000015 0.095525000000000013 0.093205000000000024 -0.42132499999999995 0.090130000000000016 -0.15931499999999996 -0.093959999999999988 -0.26609999999999995 0.10143000000000001 0.095345000000000013 -0.16726499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 -3 7 -1 -9 -7 11 12 13 14 -11 19 17 -17 20 22 21 -18 -14 24 25 -24 -23 28 -28 -26
right_child=-2 3 -4 -5 -6 9 -8 8 -10 10 -12 -13 15 -15 -16 16 18 -19 -20 -21 -22 26 23 -25 29 -27 27 -29 -30 -31
leaf_value=0.00015511139784340393 0.00017864263810527824 -0.00039307009166805073 -0.00059816596071219209 0.00043886458491518472 0.00048269143109791913 -0.00022807105839171488 0.00014869118876958964 -9.6480386855546388e-05 -0.00058201387815643108 -0.00012915388648772414 0.00038469718533831287 -0.0003147886287479196 0.00047335583018139011 -0.00043382448780131673 0.00027842143026646227 0.00017845957585119654 0.00056136086667803208 -0.001398934052786385 0.00064684125245548793 0.00059649335942231127 -0.00044139430301584073 -0.00036165725449909984 -0.00013243669192256082 -0.00041075314270685721 0.00028980892365132498 0.0006223258510597309 -1.3718884431041384e-05 -0.00027462618893170859 0.00054158949364057696 4.4556504658176161e-06
leaf_weight=34 30 20 28 36 20 23 32 39 20 35 23 20 20 33 26 22 22 23 20 25 24 23 23 29 33 26 709 36 23 1644
leaf_count=34 30 20 28 36 20 23 32 39 20 35 23 20 20 33 26 22 22 23 20 25 24 23 23 29 33 26 709 36 23 1644
internal_value=0 -1.73382e-06 -7.20574e-05 2.43546e-06 2.9536e-05 -3.01612e-06 -4.29689e-05 -0.000108916 -0.000261068 -2.90374e-07 1.55498e-06 -1.57438e-06 6.66067e-07 -0.000123379 4.45667e-05 4.98148e-06 -3.2185e-05 -0.000627764 -9.1189e-07 2.3606e-05 -1.63899e-05 -3.84361e-06 1.55372e-05 1.03199e-05 1.73947e-05 0.00026805 -1.95636e-05 -9.31859e-06 3.72933e-06 1.00708e-05
internal_weight=0 3091 173 2918 145 2882 125 93 59 2862 2839 2816 2796 94 61 2702 902 45 857 1800 837 813 1775 1755 1726 49 791 768 732 1677
internal_count=3121 3091 173 2918 145 2882 125 93 59 2862 2839 2816 2796 94 61 2702 902 45 857 1800 837 813 1775 1755 1726 49 791 768 732 1677
is_linear=0
shrinkage=0.1


Tree=2314
num_leaves=31
num_cat=0
split_feature=33 9 15 1 120 40 1186 1186 129 1186 1186 132 394 128 47 0 16 128 128 1429 156 157 1429 1372 3 1 42 51 157 150
split_gain=9.6785e-05 9.15499e-05 0.000406669 0.000717684 8.71229e-05 0.000207172 8.75178e-05 0.000242053 0.000187379 0.000191686 0.000486412 0.00037897 0.00016686 0.000109261 0.000212382 0.000344634 0.000314406 0.000153414 0.000303563 0.000130192 0.000285955 0.000120245 0.000785987 0.000491763 0.000366109 0.000675386 0.00107513 0.000670488 0.000138424 0.000175297
threshold=-0.044254999999999996 0.088235000000000022 -0.098289999999999975 0.13021500000000003 0.093680000000000013 -0.24134999999999998 0.090275000000000008 0.10211000000000002 -0.077709999999999987 0.062435000000000011 1.0000000180025095e-35 0.082230000000000011 -0.10421499999999999 0.10091000000000001 0.10323000000000002 -0.076899999999999982 -0.080954999999999985 0.092940000000000009 0.089035000000000017 -0.23752499999999996 0.32232500000000003 -0.087424999999999989 0.083960000000000021 -0.082994999999999985 -0.082234999999999989 0.10205500000000002 0.084755000000000011 -0.025069999999999999 -0.085474999999999982 0.12820000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 8 -8 -7 10 12 -11 -10 17 15 16 -15 18 19 -14 21 22 24 -23 27 26 -26 -21 -25 -30
right_child=1 2 -4 -5 -6 6 7 -9 9 11 -12 -13 13 14 -16 -17 -18 -19 -20 20 -22 23 -24 28 25 -27 -28 -29 29 -31
leaf_value=0.00020900492143647917 0.00031550688242229323 -0.00073215740783325609 0.00025628220289945606 7.1531335997860872e-05 -0.00019285555083669074 -0.00023170552409802829 0.0003825321444310248 -0.0001035648406832479 0.00023531036470861487 -0.00049743452823763207 0.00049560066196136182 0.00010401729741715826 -0.00025195364850560514 -0.00010964073384564151 0.00017822092853575237 0.000167537140216501 -0.00058237236589775421 0.00020151352031174804 -0.00037076739933003078 0.00054419556119163258 0.00034775607488578926 0.00045686022931477058 -0.00066945349624802485 -0.00018738896132593878 -0.00091188390702882319 0.00034096762631504265 2.5611049346076066e-06 -0.00012586960165208438 1.367689031212263e-06 0.00020747701665164812
leaf_weight=22 21 20 20 25 23 35 21 20 30 22 20 20 20 34 21 21 24 38 22 28 24 24 20 38 20 21 36 32 2357 42
leaf_count=22 21 20 20 25 23 35 21 20 30 22 20 20 20 34 21 21 24 38 22 28 24 24 20 38 20 21 36 32 2357 42
internal_value=0 -1.48373e-06 -0.000118911 -0.000285664 1.03201e-06 2.51305e-06 3.14769e-07 0.000145412 -1.70252e-06 1.06005e-06 4.16163e-06 -0.000211029 7.15349e-07 -1.77857e-06 -0.000104438 -0.000179575 -0.000305254 1.9929e-06 -8.3191e-07 2.22541e-06 4.14955e-06 9.99604e-07 -8.38508e-05 6.41265e-06 1.63861e-06 -0.000142664 -0.000324026 0.000186827 1.97657e-06 4.97611e-06
internal_weight=0 3099 65 45 3034 3011 2990 41 2949 2914 2872 42 2852 2822 100 79 58 2722 2684 2662 2642 2618 157 2461 137 77 56 60 2437 2399
internal_count=3121 3099 65 45 3034 3011 2990 41 2949 2914 2872 42 2852 2822 100 79 58 2722 2684 2662 2642 2618 157 2461 137 77 56 60 2437 2399
is_linear=0
shrinkage=0.1


Tree=2315
num_leaves=31
num_cat=0
split_feature=132 1185 1203 16 16 16 3 130 12 12 1183 129 1177 403 1210 12 43 1208 1210 12 4 12 0 1210 403 403 1212 1212 15 43
split_gain=9.04834e-05 0.000623813 0.000253832 0.000129339 0.000224221 0.000274587 0.000243865 0.000184766 0.000305761 0.000132936 9.6337e-05 0.000131136 0.000126035 0.000124248 0.000132417 0.000738853 0.000798753 0.000277845 0.000117337 0.000829568 0.00098004 0.00315926 0.000682851 0.000247309 0.000130067 0.000230731 0.000115765 0.000299675 0.000940696 0.000204752
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.083539999999999989 -0.073404999999999984 -0.046599999999999996 -0.064674999999999983 0.096505000000000021 0.088485000000000022 0.085955000000000018 -0.081039999999999987 -0.082959999999999992 -1.0000000180025095e-35 0.55673500000000009 0.0028200000000000005 0.096990000000000007 -0.036954999999999995 0.098655000000000007 -0.065674999999999983 0.085440000000000016 -0.081714999999999996 0.087765000000000024 -0.083554999999999977 -0.061049999999999993 -0.55157999999999985 -0.51385999999999987 -0.121045 -0.063924999999999996 0.085315000000000016 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -5 -6 -7 8 9 -1 -3 -12 -13 14 17 16 -16 18 19 -14 21 -21 -22 -20 -25 -26 29 28 -28 -27
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leaf_weight=21 21 27 27 34 23 24 23 21 20 29 21 20 29 33 22 20 25 26 21 21 22 29 38 27 25 22 25 2368 31 26
leaf_count=21 21 27 27 34 23 24 23 21 20 29 21 20 29 33 22 20 25 26 21 21 22 29 38 27 25 22 25 2368 31 26
internal_value=0 4.71184e-06 -6.15298e-05 -2.17409e-05 5.4441e-05 -4.78911e-05 9.06587e-05 -0.000108806 -0.000186852 -5.46703e-05 7.49352e-07 2.52982e-06 6.82348e-07 2.46274e-06 4.75498e-06 0.000143632 0.000360257 1.32149e-06 4.47295e-06 9.39398e-05 0.000219376 0.000546352 -5.31047e-05 -4.13447e-07 2.42997e-06 4.79051e-06 1.73356e-06 4.77878e-06 0.000233421 -0.00015205
internal_weight=0 2899 222 195 104 70 47 91 70 50 2878 2851 2830 2810 2777 67 47 2710 2684 139 110 50 60 2545 2524 2497 2472 2424 56 48
internal_count=3121 2899 222 195 104 70 47 91 70 50 2878 2851 2830 2810 2777 67 47 2710 2684 139 110 50 60 2545 2524 2497 2472 2424 56 48
is_linear=0
shrinkage=0.1


Tree=2316
num_leaves=31
num_cat=0
split_feature=12 130 10 1 0 1 33 43 12 52 12 0 0 13 2 2 0 50 2 52 50 12 0 43 43 43 1209 1212 403 0
split_gain=8.46489e-05 0.000315879 0.000111736 0.000825212 0.000567138 0.000347807 0.000225649 0.000103557 0.000417708 0.00114317 0.000321104 0.000266776 0.000407833 0.000255138 0.000221016 0.000834067 0.000550724 0.000380558 0.000356617 0.000350736 0.000360961 0.000358206 0.000374365 0.000193804 0.000315813 0.00026085 0.000196831 0.000202249 0.00064425 0.000318944
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -4 23 9 10 -9 -10 -13 -14 16 -16 17 19 -17 20 21 22 -15 24 25 26 -8 28 -28 -30
right_child=-2 2 6 4 5 -7 7 8 11 -11 -12 12 13 14 15 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
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leaf_weight=27 23 21 28 28 37 21 33 38 24 29 30 39 32 24 33 21 31 20 31 22 23 26 41 39 21 22 26 2240 45 46
leaf_count=27 23 21 28 28 37 21 33 38 24 29 30 39 32 24 33 21 31 20 31 22 23 26 41 39 21 22 26 2240 45 46
internal_value=0 1.41901e-06 -1.57506e-06 -0.000101968 3.52626e-05 -0.000143164 2.04912e-06 -6.45388e-07 -4.39941e-05 -0.000228549 -4.35979e-06 4.78456e-06 -1.77682e-05 2.1288e-05 -1.01345e-05 0.000123568 -7.09082e-05 5.59236e-06 -0.000125976 -5.43031e-05 1.62441e-05 0.000105702 0.000231183 7.49127e-06 3.94625e-06 7.308e-06 4.15285e-06 7.54851e-06 0.000135721 1.02911e-05
internal_weight=0 3098 3071 107 86 58 2964 2936 464 97 68 367 343 304 272 85 187 156 52 136 114 91 65 2472 2433 2412 2390 2357 117 91
internal_count=3121 3098 3071 107 86 58 2964 2936 464 97 68 367 343 304 272 85 187 156 52 136 114 91 65 2472 2433 2412 2390 2357 117 91
is_linear=0
shrinkage=0.1


Tree=2317
num_leaves=31
num_cat=0
split_feature=130 130 33 9 1 48 48 402 1213 0 154 474 1420 1456 15 15 403 15 12 132 12 1204 394 3 12 1456 0 403 402 1210
split_gain=0.000102319 0.00020035 8.88957e-05 0.000127882 0.000457657 9.83696e-05 0.000217409 0.000194522 0.000215171 0.000192876 0.00019635 0.000351341 0.000210796 0.000196583 0.00020908 0.00115573 0.00123951 0.000332914 0.000679776 0.000377725 0.00250907 0.00172239 0.00077439 0.000355012 0.000299887 0.000681352 0.000538157 0.000487233 0.000694706 0.00122718
threshold=-0.23647499999999996 -0.16562999999999997 -0.009184999999999997 0.088235000000000022 0.11507500000000002 0.083685000000000009 0.085325000000000012 0.089220000000000008 0.0065300000000000002 -0.24955499999999997 0.085530000000000009 -0.25711499999999993 1.0000000180025095e-35 0.11510000000000002 0.083195000000000005 0.050935000000000008 -0.0064299999999999991 0.084050000000000014 0.085785000000000014 -0.083284999999999984 0.091840000000000019 -0.082199999999999981 0.013605000000000001 -0.084964999999999985 0.083715000000000026 0.086355000000000015 -0.086834999999999982 -0.54631999999999992 0.2506000000000001 -0.094799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 9 -7 8 -8 -4 11 -11 13 14 15 -13 -17 18 -16 20 23 -21 24 -19 26 27 -23 -26 29 -29
right_child=1 2 3 4 -6 6 7 -9 -10 10 -12 12 -14 -15 17 16 -18 19 -20 21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00022545868137967772 0.00030928330972009076 -0.00016913041524070828 0.00023727641110458681 0.00049647602439938999 -6.8693986318784921e-05 0.00031279059190907261 2.1802918579767676e-05 0.00026926938177590878 -0.000285045905612454 -0.00033554262156351749 0.00029825367499142891 -2.8066276567595342e-05 0.00028948833604100282 0.00022045508226645845 0.00071650683719781238 -4.3798307954354891e-05 -0.0011315352494420949 7.5597665698816331e-05 -5.2685541299137256e-05 -0.0007376503856903583 0.0010261437334030724 3.099083179070779e-05 0.00059505789386920778 -0.00039752993229897054 -0.00033731000645585902 0.00057539767460964089 -0.00048463983423841585 0.00070956514593070513 -0.00051166564905239897 9.1855584586760548e-06
leaf_weight=20 21 31 31 23 38 27 478 30 24 34 20 1196 23 35 20 22 20 35 27 32 26 48 22 29 41 21 35 26 24 662
leaf_count=20 21 31 31 23 38 27 478 30 24 34 20 1196 23 35 20 22 20 35 27 32 26 48 22 29 41 21 35 26 24 662
internal_value=0 1.4541e-06 -6.44736e-07 1.0683e-06 0.000144403 -1.85787e-06 3.59644e-05 2.1915e-05 7.13286e-06 -1.05621e-05 -1.37661e-05 -1.63903e-05 -1.17609e-05 -1.47462e-05 -1.83472e-05 -4.61725e-05 -0.000561768 1.45227e-05 0.00027463 2.3098e-06 0.000197748 -1.6998e-05 9.23736e-06 -0.000138788 -5.80121e-06 1.357e-05 -0.000186444 -2.09848e-06 1.72044e-05 3.56534e-05
internal_weight=0 3101 3080 3049 61 2988 559 532 502 2429 2398 2378 2344 2321 2286 1238 42 1048 47 1001 90 911 879 64 857 774 83 753 712 688
internal_count=3121 3101 3080 3049 61 2988 559 532 502 2429 2398 2378 2344 2321 2286 1238 42 1048 47 1001 90 911 879 64 857 774 83 753 712 688
is_linear=0
shrinkage=0.1


Tree=2318
num_leaves=31
num_cat=0
split_feature=132 1185 15 16 130 12 12 0 13 480 3 15 3 480 13 16 2 154 474 1420 16 13 157 43 51 133 1 3 12 157
split_gain=8.8137e-05 0.00046873 0.000274479 9.38659e-05 0.000169469 0.000208375 0.000206813 0.000120047 9.16431e-05 8.68689e-05 0.000525381 0.000648005 0.000383702 0.000350718 0.000250524 0.000248056 0.000306398 0.000164381 0.000198437 0.000196183 0.000130129 0.000285558 0.00029013 0.000562019 0.000883525 0.000734648 0.000984927 0.00056458 0.000478329 0.000462935
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.081299999999999983 0.096505000000000021 0.088485000000000022 0.087145000000000014 -0.073309999999999986 -0.014169999999999999 0.086995000000000017 -0.085709999999999995 0.035560000000000008 -0.080484999999999987 0.085075000000000026 -0.081224999999999978 -0.040964999999999994 0.10327000000000001 0.084190000000000001 -0.26322499999999993 1.0000000180025095e-35 0.071345000000000006 -0.095539999999999986 -0.0045449999999999996 -0.096754999999999994 -0.17083999999999996 0.093615000000000018 0.10022000000000002 -0.079979999999999982 0.088930000000000023 -0.071119999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 -5 13 11 -11 -12 17 -14 -16 -17 18 -3 20 -20 -22 29 28 -25 26 27 -26 -24 -23
right_child=1 9 -4 7 -6 -7 -8 -9 -10 10 12 -13 14 -15 15 16 -18 -19 19 -21 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00020051038767345938 0.00047538151016591915 -0.00024752813660597898 -0.00034202588342547343 7.838551010493011e-06 0.00015048435204705502 -0.00038111066434066743 0.00014753914175314768 -0.0001133421243613829 0.00028637302872354029 6.5884915654480985e-06 0.00030213039620296492 -0.00078875818318920217 -0.0002959754909919438 0.00035797594963306832 0.00026877521013375373 -0.00030581917831554048 0.00016470981249585748 0.00028086875875790919 1.0910412893037512e-05 0.00029378285272168404 0.00021486887064958482 -7.1821122441917854e-05 -0.00017964732655349912 -3.387742791736465e-05 -0.00055837126288679436 5.8790480882938339e-05 -0.00015238684497523571 -0.0013097569195088001 0.00030939700334177661 0.00032379990596035941
leaf_weight=38 21 32 30 21 27 25 31 23 27 21 37 20 34 28 28 31 25 21 2117 23 38 100 36 112 20 21 27 20 45 42
leaf_count=38 21 32 30 21 27 25 31 23 27 21 37 20 34 28 28 31 25 21 2117 23 38 100 36 112 20 21 27 20 45 42
internal_value=0 4.65034e-06 -6.07267e-05 -1.67737e-05 -7.03336e-05 -0.00013376 -4.41403e-05 7.45044e-05 0.000164514 1.21554e-06 -6.30515e-05 -0.000381385 2.1153e-05 5.91216e-06 -6.69501e-05 2.57507e-05 -9.57616e-05 2.19784e-06 -2.47507e-08 3.02027e-06 4.26193e-07 -4.77193e-05 -7.13088e-05 -0.000130182 -0.000220183 -0.0004573 -0.00061906 -0.000934064 9.2044e-05 4.51935e-05
internal_weight=0 2899 222 192 121 94 69 71 48 2878 196 41 155 2682 118 84 56 2654 2633 2601 2578 461 423 281 200 88 67 40 81 142
internal_count=3121 2899 222 192 121 94 69 71 48 2878 196 41 155 2682 118 84 56 2654 2633 2601 2578 461 423 281 200 88 67 40 81 142
is_linear=0
shrinkage=0.1


Tree=2319
num_leaves=31
num_cat=0
split_feature=12 130 12 133 0 142 401 12 3 402 132 1203 393 15 2 4 4 2 0 33 10 2 1 130 1213 43 160 159 160 15
split_gain=8.65801e-05 0.000268581 0.000135152 0.00030549 0.000322808 0.000241042 0.000123761 0.000454216 0.000744598 0.000256356 0.00012729 0.00282489 0.00160491 0.000286155 0.000122213 0.000288931 0.000196927 0.000135368 0.000115977 0.000887858 0.000807889 0.000533365 0.00141021 0.000359168 0.00033302 0.000397002 0.000327922 0.000387818 0.00037993 0.000266476
threshold=0.23631000000000002 -0.22562499999999999 0.12757000000000002 0.13334500000000002 -0.065229999999999996 -0.057499999999999989 -1.0000000180025095e-35 0.097325000000000009 -0.078084999999999988 -0.43995499999999993 -0.083284999999999984 0.089165000000000008 0.12679500000000002 0.091475000000000015 0.089320000000000024 0.10528000000000001 -0.00059999999999999995 0.085235000000000019 -0.10224499999999999 -1.0000000180025095e-35 -0.014199999999999999 0.080205000000000012 0.097115000000000021 0.084580000000000016 -0.023164999999999995 0.084740000000000024 0.10830500000000001 0.10497500000000001 0.092865000000000017 -0.0040799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 7 8 -7 -8 11 13 18 14 16 -16 17 -11 20 -20 -12 22 -22 24 -23 26 27 28 29 -26
right_child=-2 2 3 -5 -6 6 9 -9 -10 10 12 -13 -14 -15 15 -17 -18 -19 19 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0003278785306029022 -0.00019330320495140294 0.00032430403655820083 -2.9076694918330762e-05 0.0001442196637230075 -0.00059723854959884196 -4.1020701305129597e-06 0.00030399345521021004 0.00014923114354747373 -0.00078672089854080706 -9.7781098804261991e-05 -0.00064852762221735683 0.0011457811657402835 -0.00089824507711455226 -0.0003767708937933397 0.00029915739432908597 -0.00018252754482091406 -0.00034262154686508613 0.00017379228144097304 0.0005183712949955781 3.1962155961908258e-06 0.00081193474341909261 0.00031638465132765794 -0.00021082253557064441 -0.00044480430697149134 -9.5059206599768515e-05 -0.00036517609496021996 -0.00032318981027470512 0.00041302197608853353 0.00040132681948307442 0.0001401721627250178
leaf_weight=25 23 23 20 23 20 31 28 37 20 50 21 22 20 24 33 20 21 29 34 2079 26 26 28 22 244 37 33 22 20 60
leaf_count=25 23 23 20 23 20 31 28 37 20 50 21 22 20 24 33 20 21 29 34 2079 26 26 28 22 244 37 33 22 20 60
internal_value=0 1.43511e-06 -1.22063e-06 -0.000146179 -0.000313158 1.81337e-06 -6.69816e-07 -0.0001175 -0.000311011 2.87661e-06 -6.00929e-08 7.70965e-05 -5.80641e-06 -5.57344e-05 -5.37574e-06 0.000117389 -7.04413e-05 1.9104e-06 9.23898e-07 1.14858e-05 -4.04812e-05 -1.58307e-05 0.000281616 -5.04473e-05 -3.08187e-05 -5.25189e-05 -2.19957e-05 6.73093e-06 -2.08567e-05 -4.8632e-05
internal_weight=0 3098 3073 63 40 3010 2987 88 51 2899 2871 199 2672 177 153 53 100 79 2652 2113 539 518 54 464 442 416 379 346 324 304
internal_count=3121 3098 3073 63 40 3010 2987 88 51 2899 2871 199 2672 177 153 53 100 79 2652 2113 539 518 54 464 442 416 379 346 324 304
is_linear=0
shrinkage=0.1


Tree=2320
num_leaves=31
num_cat=0
split_feature=33 9 16 13 130 42 132 393 1203 131 133 43 16 12 12 129 129 131 42 2 1208 403 2 403 1209 401 401 4 402 16
split_gain=0.000124923 0.000113063 0.0014167 0.000598913 0.000113842 0.00027394 0.000107519 0.000473754 0.00032245 0.00010312 0.000251028 0.000247271 0.00019214 9.81869e-05 0.000176317 0.000131357 0.000131904 0.000195799 0.000114832 0.000891042 0.000177905 0.000210075 0.000835099 0.000642701 0.000162368 0.000560957 0.000225408 0.000761927 0.000274657 0.00015132
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.077799999999999994 -0.22699999999999995 0.15432000000000004 -0.083174999999999985 0.12069000000000002 0.089005000000000015 -0.076979999999999979 -0.37971999999999995 0.50194500000000009 -0.081299999999999983 0.14786000000000002 0.11903500000000002 0.11266500000000002 0.10532000000000001 0.13602500000000003 0.120215 0.09358000000000001 0.106285 -0.53960999999999981 0.083715000000000026 -0.52800499999999995 -0.067109999999999989 0.10022000000000002 -1.0000000180025095e-35 -0.076229999999999978 -0.17105499999999998 -0.14158499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 8 13 9 -6 11 -11 -12 14 15 16 17 18 20 -20 21 22 -8 -23 25 -25 27 -26 -28 -30
right_child=1 2 -4 -5 5 -7 7 -9 -10 10 12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 23 -24 24 26 -27 28 -29 29 -31
leaf_value=-0.00019974386831886332 -0.00021326648234389723 0.00017581331318400442 0.0008299202187481569 -0.00057079867437139571 0.00012890496388232958 0.00034480471842233902 0.00066791799935427584 0.00047684664328006052 -0.0003927860051556275 -1.1279260972514749e-05 -4.8202369070120199e-05 -0.00044773143675195539 0.00026672867625165964 0.0001973325280705467 -0.00022475215373560787 0.00024450227708092083 -0.00019370743618180443 0.00025154348566561131 -0.00038227732460654812 0.00046361510277082826 -0.00025057718258126286 -0.00054382816289779096 -0.0001324312846918474 0.00059203882396104742 0.00012308611044823517 -6.8491272961384512e-05 0.00033687340032884094 -0.00055927909736055883 -5.7344997614754015e-05 9.0202711225694415e-06
leaf_weight=31 25 22 20 21 36 23 22 21 27 25 76 27 26 25 35 22 35 31 20 33 29 22 32 20 36 36 24 30 421 1868
leaf_count=31 25 22 20 21 36 23 22 21 27 25 76 27 26 25 35 22 35 31 20 33 29 22 32 20 36 36 24 30 421 1868
internal_value=0 2.0039e-06 0.000134596 -0.000188811 -7.55687e-07 1.01406e-06 -1.64025e-06 3.68483e-06 -6.94185e-05 -2.34662e-05 -5.90855e-05 -0.000237899 3.20742e-05 5.97287e-08 -1.75611e-06 1.15506e-06 -8.58338e-07 1.71396e-06 -1.27282e-06 0.00014441 -4.31266e-06 -1.46851e-06 0.000193637 -5.75654e-06 -8.95112e-07 0.000167412 -4.85695e-06 -0.00018708 3.42665e-07 -3.18584e-06
internal_weight=0 3090 63 43 3027 3002 2979 2762 217 190 154 52 102 2741 2716 2681 2659 2624 2593 53 2540 2511 54 2457 2435 56 2379 66 2313 2289
internal_count=3121 3090 63 43 3027 3002 2979 2762 217 190 154 52 102 2741 2716 2681 2659 2624 2593 53 2540 2511 54 2457 2435 56 2379 66 2313 2289
is_linear=0
shrinkage=0.1


Tree=2321
num_leaves=31
num_cat=0
split_feature=33 130 10 0 40 4 10 10 4 1 47 131 47 376 45 1203 132 1185 15 131 3 131 131 131 402 401 47 49 131 49
split_gain=0.000101188 9.74347e-05 0.00020666 0.000243445 0.000229771 0.000198172 0.000181215 0.000482085 9.51132e-05 0.000139206 0.000114642 0.000147448 0.000143859 0.000237702 0.000209048 0.000140485 0.000157651 0.000409022 0.000351291 0.000132217 0.000221871 0.000157212 0.000181078 0.000342846 0.000372361 0.000253353 0.000119054 0.000189061 0.000146641 0.000141458
threshold=-0.009184999999999997 -0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.63113500000000011 -0.086389999999999981 -0.012054999999999998 0.6227450000000001 0.15799000000000005 0.13975500000000002 0.13857500000000003 0.13283000000000003 0.11357500000000002 0.094030000000000016 -0.093454999999999996 -0.083174999999999985 -0.083264999999999992 0.091295000000000015 0.11925000000000001 -0.082284999999999983 0.11495000000000001 0.11029000000000001 0.10258000000000002 0.31278000000000006 0.13485500000000003 0.12431000000000002 0.27293500000000009 0.097570000000000004 0.15266500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 -8 9 10 11 12 13 14 15 -9 18 -18 -17 21 -21 22 23 24 25 26 27 28 29 -19
right_child=1 2 4 -5 5 -7 7 8 -10 -11 -12 -13 -14 -15 -16 16 17 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017976945631333717 -0.00021820106325321832 -1.1558299108097951e-05 -0.00032941245728926294 0.00047593423820217143 -0.00022273676877375694 0.00029492821891123996 0.00044934500838280658 0.00026582788355881346 0.00019758200666425787 -0.000252903991415885 0.00021724596920951931 -0.00026623056480838431 -0.00025499303942937829 0.00034524010436143727 -0.00030097600955860288 -3.7591702744474882e-05 0.00044587357096177244 -1.500014493963821e-07 -0.00045444988354574893 0.0003712099664844573 -7.5650308572221563e-05 -0.00020218954787675389 0.00026032165522472635 -0.00029042883805232124 0.00043445413815788923 -0.00032210571710796409 0.00022603955197458467 -0.00028311499627307061 0.00025091330414094649 0.00024391920662007274
leaf_weight=31 20 21 21 20 36 23 24 20 24 22 24 21 22 20 23 167 21 2249 23 25 20 38 27 40 20 24 24 23 24 24
leaf_count=31 20 21 21 20 36 23 24 20 24 22 24 21 22 20 23 167 21 2249 23 25 20 38 27 40 20 24 24 23 24 24
internal_value=0 1.8035e-06 3.23676e-06 0.000226243 2.18185e-07 2.51946e-06 2.66397e-07 2.98871e-06 -6.73696e-07 -2.31387e-06 -3.98973e-07 -2.22856e-06 -2.72302e-07 1.72053e-06 -7.40207e-07 1.75363e-06 -1.67613e-07 6.35772e-06 -8.80535e-05 2.72106e-06 0.000172605 -3.45445e-07 2.77882e-06 -8.51222e-08 4.77826e-06 1.14924e-06 4.45902e-06 2.1668e-06 5.02335e-06 2.42706e-06
internal_weight=0 3090 3070 41 3029 3008 2985 2949 2925 2901 2879 2855 2834 2812 2792 2769 2749 2559 190 2538 45 2493 2455 2428 2388 2368 2344 2320 2297 2273
internal_count=3121 3090 3070 41 3029 3008 2985 2949 2925 2901 2879 2855 2834 2812 2792 2769 2749 2559 190 2538 45 2493 2455 2428 2388 2368 2344 2320 2297 2273
is_linear=0
shrinkage=0.1


Tree=2322
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1213 13 13 50 15 4 400 156 475 1425 1428 474 154 471 16 3 402 52 15 133 50 43 1453 130 12 4 12
split_gain=9.19605e-05 0.00244401 0.00165252 0.000159737 0.000148046 0.000314961 0.000103893 9.92987e-05 0.000196271 0.000220609 8.8283e-05 0.000306545 0.00011579 0.000100109 0.000394009 0.000133829 0.000162026 0.000117524 0.000278243 0.000239184 0.000417229 0.000229646 0.000483048 0.00051314 0.000461387 0.000458175 0.000216979 0.000285719 0.000473301 0.000214145
threshold=-0.083284999999999984 0.049580000000000006 -0.087384999999999977 0.087385000000000004 0.056795000000000005 0.0036400000000000004 0.087730000000000016 -0.09551999999999998 -0.067104999999999984 -0.016164999999999995 0.3248100000000001 0.13528000000000004 0.10129000000000002 -0.071779999999999997 -0.42010499999999995 0.085530000000000009 0.10189500000000001 0.071345000000000006 0.12178000000000001 0.088505000000000014 0.10024500000000001 -0.067579999999999987 0.089200000000000015 -0.23452499999999996 -0.081154999999999991 -1.0000000180025095e-35 -0.22562499999999999 0.11650500000000001 0.16173500000000005 0.11201500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 -1 9 -9 11 12 13 -4 -15 16 17 26 19 20 21 22 23 -19 -25 -23 -16 29 -29 -28
right_child=2 -3 10 -5 -6 -7 -8 8 -10 -11 -12 -13 -14 14 15 -17 -18 18 -20 -21 -22 25 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.00011426691447107668 -0.00091056723933434123 0.0011162435085861945 -0.00017960558948592128 -0.00030426086803864958 0.00017169485411224221 -0.00042580691253533585 -0.00020648655103286731 0.00017449785382874931 0.00035442541967230766 -0.00024241073723797773 -0.0001935640223445776 0.00039326888392679396 -0.00023937293517519722 0.0004355689947260544 -0.00028910452868634214 -0.00024488373680717565 0.00028633130787056874 0.00039264545717742299 0.00024877483738237064 0.0001881669090139707 -0.0004343749447798473 0.0004438863360389535 -0.00051144122884462344 0.00013971269229212058 -0.00040412649305392569 -4.4614101195098298e-05 1.0959231080506616e-05 2.9861671355320143e-05 0.00062566028718720197 -0.00025806771838688292
leaf_weight=29 20 20 30 21 35 20 20 30 22 22 23 20 20 21 24 22 20 20 30 34 32 21 31 26 39 224 2155 40 20 30
leaf_count=29 20 20 30 21 35 20 20 30 22 22 23 20 20 21 24 22 20 20 30 34 32 21 31 26 39 224 2155 40 20 30
internal_value=0 6.24857e-05 -4.71549e-06 -4.34196e-05 -1.26462e-05 -5.77647e-05 2.07957e-06 4.25778e-05 0.000104044 -1.88655e-06 1.57078e-06 3.1406e-06 3.92246e-07 2.09331e-06 4.04776e-06 7.73939e-07 2.74206e-06 6.61438e-07 -4.56044e-05 -6.62867e-05 -8.83005e-05 -5.76236e-05 -0.000173536 -5.02999e-05 -0.000186591 -2.74264e-06 9.97985e-06 1.31772e-05 0.000228461 7.2655e-06
internal_weight=0 219 2902 199 178 143 123 103 74 52 2882 2859 2839 2819 2789 2768 2746 2726 457 427 393 361 116 85 65 245 2269 2245 60 2185
internal_count=3121 219 2902 199 178 143 123 103 74 52 2882 2859 2839 2819 2789 2768 2746 2726 457 427 393 361 116 85 65 245 2269 2245 60 2185
is_linear=0
shrinkage=0.1


Tree=2323
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1209 1213 1213 1213 43 133 401 43 43 1452 1455 1213 13 1213 1210 1213 1213 1213 4 1212 132 132 50 1204 394 132 3
split_gain=8.76824e-05 0.000247493 0.00014052 0.000627861 0.000121703 0.000844077 0.000359203 0.000224124 0.000241661 0.000471718 0.000231472 0.000447478 0.000222978 0.000191103 0.000189421 0.000540383 0.000353514 0.000642741 0.000382623 0.000216354 0.0013456 0.000658136 0.000331352 0.000249177 0.000270676 0.00230291 0.00160248 0.000486393 0.000295196 0.000695091
threshold=0.11846000000000001 0.106285 0.2506000000000001 -0.092099999999999987 -0.088159999999999974 -0.086979999999999988 -0.091914999999999983 -0.03898999999999999 -0.093189999999999981 0.10493000000000001 -0.008069999999999999 -0.00067499999999999993 -0.069739999999999983 -0.24112999999999998 -0.082414999999999974 -0.015874999999999997 -0.07797999999999998 -0.079504999999999978 -0.074014999999999984 -0.020279999999999996 -0.012019999999999998 -0.076779999999999987 -0.020729999999999995 -0.43443999999999999 -0.083284999999999984 0.096530000000000019 -0.082199999999999981 0.013605000000000001 -0.1075 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5 9 -9 -10 -12 -7 -14 15 -15 17 -16 -18 21 -21 -20 -22 -24 25 28 -26 -28 -25 -30
right_child=-2 -3 -4 4 5 12 -8 8 10 -11 11 -13 13 14 16 -17 18 -19 19 20 22 -23 23 24 26 -27 27 -29 29 -31
leaf_value=0.00050227016466669735 0.00018287445642412283 -0.00030876602305887412 -0.00021429879338635753 -0.00026300984368390348 0.00062128731568174614 -0.00026725909894242164 -0.00043150036345468836 8.5184477854433462e-05 0.00039682390947396367 -0.00048413006378806049 -0.00029842379656408664 0.00033938368380239065 0.00025345209556689954 -0.00045823389241817381 -4.959653082411164e-05 0.00018150519921935324 -0.00043710906815249469 0.00070444472605231574 0.00050084122604775161 -0.00081986815785057849 0.00029284048223650105 -0.00010959213154580397 -0.00034392461446779117 0.00015056822660751228 -0.00081928133586188783 0.0011310988708282822 -3.5370597771224476e-06 0.00037752451411078629 3.4916542387330784e-05 -0.00065696115167611423
leaf_weight=25 26 26 30 32 22 31 25 43 26 22 22 22 30 31 26 23 20 20 33 20 39 38 21 56 24 20 2261 34 53 20
leaf_count=25 26 26 30 32 22 31 25 43 26 22 22 22 30 31 26 23 20 20 33 20 39 38 21 56 24 20 2261 34 53 20
internal_value=0 -1.53626e-06 1.06654e-06 3.19255e-06 -9.4711e-07 4.29434e-06 -7.79855e-05 -2.50641e-05 3.13379e-05 -0.000107507 0.000160265 2.04799e-05 -5.53463e-07 2.43241e-06 -3.16987e-07 -0.000185752 3.41244e-06 0.000278247 -1.37817e-06 1.94929e-06 -2.84853e-06 0.00017413 3.61523e-06 -9.16623e-07 2.002e-06 0.000132652 -6.3925e-06 2.1083e-06 -2.21459e-05 -0.000154639
internal_weight=0 3095 3069 3039 3014 2822 192 167 135 65 70 44 2800 2769 2739 54 2685 46 2639 2619 2548 71 2528 2489 2468 149 2319 2295 129 73
internal_count=3121 3095 3069 3039 3014 2822 192 167 135 65 70 44 2800 2769 2739 54 2685 46 2639 2619 2548 71 2528 2489 2468 149 2319 2295 129 73
is_linear=0
shrinkage=0.1


Tree=2324
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1183 390 131 13 16 3 133 3 1204 2 43 4 4 49 4 12 151 16 1429 43 157 12 4 2 1 1 42
split_gain=8.58651e-05 0.000452321 0.000233566 9.13618e-05 9.93021e-05 8.91432e-05 0.000304695 0.000136065 0.000296796 0.000146806 0.000182668 8.79883e-05 0.000467344 0.000454047 9.71067e-05 0.000594631 0.0011287 0.00048429 0.000731373 0.000720071 0.000440293 0.000395994 0.00128708 0.000540942 0.000336941 0.000316244 0.00029652 0.000824317 0.00103172 0.000923505
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.081039999999999987 0.087590000000000015 -0.076979999999999979 0.054800000000000008 -0.080344999999999986 -0.084074999999999997 -0.015164999999999998 -0.084964999999999985 -0.016569999999999994 0.080205000000000012 -0.029804999999999995 -0.011559999999999999 -0.008819999999999998 -0.008624999999999999 -0.015039999999999998 0.083715000000000026 -0.084304999999999977 -0.18708499999999997 0.057970000000000008 -0.08231999999999999 -0.06482499999999998 0.085195000000000007 -0.010384999999999998 0.087955000000000019 0.082005000000000008 0.087695000000000009 0.083595000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 11 -1 7 9 -9 10 -7 12 -5 -14 17 16 25 20 -19 -20 -13 26 -23 24 -24 -16 27 29 -29 -17
right_child=1 3 -4 4 -6 6 -8 8 -10 -11 -12 14 13 -15 15 21 -18 18 19 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00012032195558680946 0.00046700817239027294 -0.00018186950207261059 -0.00033559242547198664 0.00048699142289874346 0.00016352320580106033 -1.2559727555425424e-05 -0.00040880907382372588 -0.00014307087808860657 0.00034775064123095947 0.00012466302488554413 -0.00036040745734890856 -0.00047030074529175181 -0.00030770353532716399 0.00021346571921770064 0.00024729115975787865 0.00075450052895843431 0.0006709799162285307 0.00014890213955588867 -0.00092840729397721585 -0.00020726159562602537 2.3120755652331679e-06 -0.00075190255332111932 -4.0745812384557213e-06 -0.00036833248436561833 0.00055167932237964133 -0.00025187039515003564 -2.5071809195150805e-05 -0.00051039559134681317 6.8060211150654831e-05 0.0001177426491082862
leaf_weight=36 21 27 27 23 38 36 21 22 28 26 26 20 32 35 22 34 39 33 20 45 1369 29 24 21 20 30 654 35 259 69
leaf_count=36 21 27 27 23 38 36 21 22 28 26 26 20 32 35 22 34 39 33 20 45 1369 29 24 21 20 30 654 35 259 69
internal_value=0 4.59001e-06 -5.99389e-05 1.21587e-06 2.94975e-06 -2.17715e-05 -5.39436e-05 5.76319e-08 0.000131789 -7.47898e-05 -0.000158431 7.8061e-07 9.80621e-05 -3.54509e-05 -2.43472e-06 1.82785e-05 0.000264313 -1.96516e-05 -0.000234502 -0.000429153 -4.493e-06 -1.27538e-06 -0.000197919 4.92433e-05 0.000248541 -4.06867e-05 1.63121e-05 8.44862e-05 -8.03575e-07 0.000327935
internal_weight=0 2899 222 2878 2851 195 159 138 50 88 62 2813 90 67 2723 1236 91 1487 98 65 1389 1145 94 65 44 52 1051 397 294 103
internal_count=3121 2899 222 2878 2851 195 159 138 50 88 62 2813 90 67 2723 1236 91 1487 98 65 1389 1145 94 65 44 52 1051 397 294 103
is_linear=0
shrinkage=0.1


Tree=2325
num_leaves=31
num_cat=0
split_feature=1429 156 1428 1419 157 482 482 482 42 39 0 1370 132 1203 1185 50 13 2 130 42 3 394 1204 3 1203 1204 1186 129 403 1210
split_gain=8.58065e-05 0.000245802 0.000270916 0.000148464 0.000425615 0.000100427 0.00024609 9.85928e-05 0.000629734 0.000235299 0.000124886 0.000123565 0.000113858 0.00251804 0.00153288 0.000397419 0.000150822 0.00018958 0.000529897 0.000160682 0.000202377 0.000155251 9.71578e-05 0.000419999 0.000101243 0.000167101 0.000116064 0.000111861 0.000111204 0.000122252
threshold=0.12521000000000002 0.3248100000000001 0.094820000000000015 0.090190000000000006 -0.06482499999999998 0.11816500000000001 0.11191500000000001 0.090355000000000005 0.089015000000000025 0.15619500000000003 -0.080869999999999984 0.077860000000000026 -0.083284999999999984 0.089165000000000008 -0.087384999999999977 0.093975000000000017 0.056795000000000005 0.10497000000000002 0.09364500000000002 -0.015274999999999999 -0.086049999999999988 -0.021004999999999996 -0.081079999999999985 -0.087784999999999988 0.10304500000000001 -0.016569999999999994 -0.089559999999999987 -0.082959999999999992 0.55673500000000009 0.0028200000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 9 10 11 -9 12 13 15 -14 16 17 18 19 20 -1 -21 23 -16 25 -24 -27 -28 29 -29
right_child=-2 -3 -4 4 -6 -7 -8 8 -10 -11 -12 -13 14 -15 22 -17 -18 -19 -20 21 -22 -23 24 -25 -26 26 27 28 -30 -31
leaf_value=-5.2719140658155087e-05 0.00020646632039643007 -0.00034229499454210913 0.00026995610261675777 0.00015132057804813877 -0.0004593507262179628 0.00017134567786021817 -0.00029655857672748558 4.6188642826403828e-05 0.00048756993632635166 -0.00033542495315638614 -0.00024495424622728024 -0.00024111600172805733 -0.00087542912835488103 0.0010603338922880105 -0.00014273664381579256 -0.00047011500530061315 0.00023945562690800139 0.00024879560020053761 -0.00048382850856376955 -0.00029237537607762287 0.00039175685773703406 5.0574332878265216e-05 0.00028336315590422602 0.00041503598406928142 -0.00021299761032092979 -0.00021008448241515841 0.00023212031838262364 -7.2144508225709731e-07 -0.00018485690573015747 0.00014749989558639068
leaf_weight=20 20 21 37 21 25 34 28 34 29 21 26 21 20 23 27 20 23 20 26 22 21 33 21 27 22 26 21 2343 32 57
leaf_count=20 20 21 37 21 25 34 28 34 29 21 26 21 20 23 27 20 23 20 26 22 21 33 21 27 22 26 21 2343 32 57
internal_value=0 -1.3316e-06 9.93148e-07 -2.27719e-06 -0.000180566 4.59311e-07 -1.50159e-06 1.31327e-06 0.000104957 -1.92786e-06 -7.99733e-05 5.51234e-07 2.36115e-06 7.35502e-05 -3.34274e-06 -4.9131e-05 1.89731e-06 -3.65804e-05 -8.33634e-05 2.50959e-05 0.000174939 -8.66056e-05 3.42811e-06 0.00013615 5.86335e-07 2.46587e-06 8.63483e-08 2.314e-06 3.29658e-07 2.79881e-06
internal_weight=0 3101 3080 3043 46 2997 2963 2935 89 2846 60 2825 2804 208 2596 185 165 142 122 96 41 55 2576 54 2522 2500 2479 2453 2432 2400
internal_count=3121 3101 3080 3043 46 2997 2963 2935 89 2846 60 2825 2804 208 2596 185 165 142 122 96 41 55 2576 54 2522 2500 2479 2453 2432 2400
is_linear=0
shrinkage=0.1


Tree=2326
num_leaves=31
num_cat=0
split_feature=132 1185 1203 34 43 34 1 9 0 9 1429 472 51 156 474 42 1429 1429 160 1429 12 2 151 1429 15 457 1374 0 401 475
split_gain=8.7426e-05 0.000518073 0.000334326 8.39314e-05 0.000283357 0.000248812 0.00059914 0.000191207 0.00048751 0.000164735 9.23169e-05 0.000362985 0.000433505 0.000249693 0.000368947 0.000203553 0.000174875 0.000179657 0.000329318 0.000164255 0.00133374 0.00105988 0.000597088 0.000360292 0.000126224 0.000508498 0.000456871 0.000325297 0.000315138 0.000289765
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.085739999999999983 -0.084794999999999995 -0.057544999999999992 0.11146500000000002 0.091905000000000014 -0.0058249999999999994 0.082870000000000013 0.091270000000000004 -0.065034999999999996 -0.063174999999999995 0.3248100000000001 0.11568500000000002 0.087505000000000013 0.087700000000000014 0.085090000000000013 -0.013904999999999999 0.083725000000000008 0.083875000000000019 0.087625000000000022 -0.54917999999999989 0.057970000000000008 -0.074054999999999996 0.10378500000000002 -0.08070999999999999 -0.23051499999999997 0.10711000000000001 0.05680000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 -5 9 -9 10 13 -12 15 14 16 -13 17 19 -19 22 -21 -22 -7 24 26 27 -24 -26 -28 -29
right_child=1 3 -4 5 -6 7 -8 8 -10 -11 11 12 -14 -15 -16 -17 -18 18 -20 20 21 -23 23 -25 25 -27 28 29 -30 -31
leaf_value=-1.4817343082820746e-05 0.0004995197133255369 -0.00040849205951893795 -0.00039027630420470678 0.00061765693773684852 6.7257073932259738e-05 0.00054426479327958084 -6.0257169843680464e-05 -0.0005271652474260444 0.00013128468351417477 0.0002690649829278498 0.00038502557199535662 0.00031899743263728365 -0.00042316666214901487 -0.00035522106889857241 0.00042731836088933056 -0.0001053449841128895 -0.00023992694008366898 -6.9919023163882751e-05 0.00049707027414115147 -0.0007648587799243008 0.00068402762907291098 -0.00024225416127592327 0.00046103062801800362 -0.00041678962186865866 0.0003476898892549798 -0.00046473314292961736 2.8842195202051882e-05 -9.782206320326035e-06 -0.00035502429765818473 -0.00032368849063762659
leaf_weight=195 21 21 27 22 31 20 32 23 22 23 30 26 20 20 20 20 31 21 20 24 21 30 24 21 25 25 767 1487 22 30
leaf_count=195 21 21 27 22 31 20 32 23 22 23 30 26 20 20 20 20 31 21 20 24 21 30 24 21 25 25 767 1487 22 30
internal_value=0 4.63155e-06 -6.04813e-05 1.02048e-06 -0.000124872 3.33698e-06 0.00021593 -8.04442e-07 -0.000205256 2.56935e-06 3.02563e-07 9.6609e-05 -3.44894e-05 -3.24246e-06 -5.22379e-07 0.000134501 -3.85447e-06 -9.69865e-07 0.000206661 -4.38047e-06 -0.000150129 0.000139156 1.34656e-07 -4.39787e-06 -7.59123e-07 -1.73471e-05 3.1213e-05 -1.00937e-05 1.81387e-05 -1.599e-05
internal_weight=0 2899 222 2878 52 2826 54 2772 45 2727 2704 96 66 2608 2588 46 2568 2537 41 2496 75 51 2421 2401 2380 1567 813 1542 789 1517
internal_count=3121 2899 222 2878 52 2826 54 2772 45 2727 2704 96 66 2608 2588 46 2568 2537 41 2496 75 51 2421 2401 2380 1567 813 1542 789 1517
is_linear=0
shrinkage=0.1


Tree=2327
num_leaves=31
num_cat=0
split_feature=480 481 1447 403 43 403 2 1208 1208 403 50 132 1211 403 393 456 49 401 12 403 403 403 403 1213 1213 1213 3 1212 1212 402
split_gain=8.13603e-05 0.00015158 0.000392045 0.000291745 0.00075307 0.00032162 0.000281092 0.00027087 0.000611357 0.000342742 0.000100229 0.00121812 0.00146291 0.000518859 0.000351582 0.000213645 0.000188443 0.000153206 0.000837101 0.00052429 0.000156852 0.000209182 0.000160687 0.000178641 0.000341213 0.000336191 0.00067904 0.000633034 0.00044656 0.000307059
threshold=-0.095389999999999989 -0.087424999999999989 -0.085324999999999984 -0.5492149999999999 -0.041049999999999996 -0.5425549999999999 0.08708500000000001 0.099975000000000008 0.11531000000000001 -0.52800499999999995 0.090515000000000012 -0.083284999999999984 0.11048500000000001 -0.065924999999999997 0.11170000000000001 0.091255000000000017 -0.0094199999999999978 -1.0000000180025095e-35 0.097325000000000009 -0.44023999999999991 0.55673500000000009 0.4024950000000001 0.23383500000000004 -0.09280999999999999 -0.087969999999999979 -0.085049999999999987 -0.086769999999999986 -0.087464999999999987 -0.063924999999999996 0.024785000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 -4 9 -9 -7 14 -12 13 -13 17 16 -15 18 -11 -19 21 22 23 29 -25 26 -26 -27 -29 -21
right_child=1 3 6 5 -6 7 -8 8 -10 10 11 12 -14 15 -16 -17 -18 19 -20 20 -22 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=0.0001796759020071477 -0.00052049703226657589 -0.00013744017163005014 0.0001766170472754831 -0.00040151668581529522 0.00063124094810336831 -0.00035737823927775028 -0.00024847389057478203 0.0006329340913604635 -0.00013959475909359754 -0.00056379344283915016 0.00065956833641394046 0.00045705693370297828 -0.00069828415050454044 0.00030117755589526501 -0.00038048893946688624 -0.00028462741333483296 1.5806949530342304e-05 0.00041566294018290746 0.00022365477507938289 -3.6843751357602222e-06 -0.00028391509666107599 0.00024354698167264682 -0.00022210604836479485 -0.00030458537320986298 -9.6056865194164539e-05 -0.0005678669063490816 0.0007006582070607693 0.00046767851323238581 -7.1395221430163481e-06 0.00048749820060038477
leaf_weight=25 20 26 35 20 25 27 28 21 20 27 30 29 28 25 25 22 311 30 27 35 20 34 34 38 23 20 20 20 2056 20
leaf_count=25 20 26 35 20 25 27 28 21 20 27 30 29 28 25 25 22 311 30 27 35 20 34 34 38 23 20 20 20 2056 20
internal_value=0 -1.45088e-06 -0.000134766 2.22161e-06 0.000239364 -1.86154e-06 -1.23123e-05 8.55356e-07 0.000256091 -2.7519e-06 5.79663e-07 4.42098e-05 -2.73995e-07 5.0228e-05 -7.4135e-06 1.72726e-05 3.70399e-05 -3.53376e-06 -0.000170069 2.93011e-07 -5.07815e-06 -2.65348e-06 -6.34758e-06 -3.06093e-06 -7.55765e-06 -2.28086e-06 0.000274508 -7.95927e-06 -2.56517e-06 0.000174927
internal_weight=0 3096 83 3013 51 2962 63 2942 41 2901 2874 445 415 387 2429 358 336 2404 54 2350 2320 2300 2266 2232 2177 2139 43 2096 2076 55
internal_count=3121 3096 83 3013 51 2962 63 2942 41 2901 2874 445 415 387 2429 358 336 2404 54 2350 2320 2300 2266 2232 2177 2139 43 2096 2076 55
is_linear=0
shrinkage=0.1


Tree=2328
num_leaves=31
num_cat=0
split_feature=401 401 401 15 402 14 14 14 1456 104 34 13 96 9 1 9 475 45 47 43 1 4 1211 52 13 13 13 16 52 0
split_gain=9.47736e-05 0.000140364 0.000181874 0.000516275 0.000260135 0.000109269 0.000244632 0.000241375 0.000227969 0.000157139 0.000133334 0.000857067 0.000255104 0.000127956 0.000259159 0.000153844 0.000119272 0.000117671 0.000135454 0.000115732 0.000752588 0.00125781 0.000365594 0.000319877 0.000442687 0.000384031 0.000338944 0.000257894 0.000297369 0.000273929
threshold=-0.47313999999999995 -0.46360499999999999 -0.06959499999999999 0.092400000000000024 -0.43418999999999991 -0.41348999999999997 -0.23960999999999996 -0.46413499999999996 0.12676500000000004 0.086600000000000024 -0.057544999999999992 -0.0069799999999999992 0.083725000000000008 0.091905000000000014 0.13471500000000003 0.082870000000000013 -0.069854999999999987 0.094030000000000016 0.13975500000000002 0.062770000000000006 0.089625000000000024 -0.062539999999999984 0.11048500000000001 0.10347000000000002 0.056795000000000005 -0.039649999999999998 -0.011914999999999999 -0.085589999999999986 -0.087284999999999988 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 7 -7 16 9 10 11 12 -8 15 -15 17 -6 18 19 22 23 -22 -12 24 26 -25 27 29 -29 -21
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leaf_value=0.00021698649208701682 -0.00024752009751113213 -8.9603040342572737e-05 -0.00028619587428693196 0.00058073292952030896 0.00014679992269395434 0.0002524500871144343 -0.00029079867952667109 -0.00035830477745211857 -0.00030035198380210204 -0.0002763759634763119 5.2163321951282979e-06 0.00067951587261632089 0.00013634319896890044 -0.00043080287898192185 7.8273965045809758e-05 0.00026727043282748626 -0.00014255304579689567 -0.0002141914943676966 0.00025674519025155215 0.00024916558526456357 -0.001016096932507935 -7.2197803948862804e-05 0.00037534453763833479 4.2726032006612513e-05 0.00045993349361837045 -0.00050039491734423793 -0.00023479253032770108 -1.6625405481571087e-05 0.00044894088213742874 -0.00015624441532418134
leaf_weight=20 23 27 32 20 29 39 27 27 25 20 2300 21 29 20 20 22 28 25 21 25 20 48 27 30 27 23 39 23 34 50
leaf_count=20 23 27 32 20 29 39 27 27 25 20 2300 21 29 20 20 22 28 25 21 25 20 48 27 30 27 23 39 23 34 50
internal_value=0 -1.39946e-06 4.39647e-07 0.000195646 -2.58731e-06 4.38854e-07 3.67912e-06 -0.000112006 3.05663e-07 2.94209e-06 4.91537e-06 0.000134704 -6.96002e-05 1.28656e-06 -0.000176264 3.90338e-06 4.66162e-06 1.75104e-06 3.77525e-06 1.76756e-06 -5.47176e-05 -0.000349815 9.5109e-06 2.52292e-05 8.36355e-05 -0.000192968 2.422e-05 0.000100746 0.000261081 -2.11077e-05
internal_weight=0 3101 3078 47 3031 2999 2915 84 2876 2851 2831 77 56 2754 40 2714 57 2692 2667 2646 319 68 2327 251 198 53 171 132 57 75
internal_count=3121 3101 3078 47 3031 2999 2915 84 2876 2851 2831 77 56 2754 40 2714 57 2692 2667 2646 319 68 2327 251 198 53 171 132 57 75
is_linear=0
shrinkage=0.1


Tree=2329
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 16 12 3 16 16 133 403 2 403 1208 403 403 403 401 133 43 1 42 42 42 52 3 3 41 133 12
split_gain=8.82726e-05 0.000427616 0.000259895 9.06171e-05 0.000201525 0.000126243 0.000508335 0.000142159 8.96262e-05 0.000160175 8.51286e-05 0.00050865 0.000491834 0.00023832 0.000110987 0.000113167 0.000165296 0.000134679 0.000191597 0.000295518 0.000273241 0.000100762 0.000546882 0.000354599 0.000545374 0.000385545 0.000484408 0.000450331 0.000793591 0.000393601
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.11242999999999999 -0.092124999999999985 0.11418000000000002 -0.073309999999999986 -0.072804999999999981 -0.083539999999999989 -0.015164999999999998 -0.54856499999999986 0.083715000000000026 -0.53960999999999981 0.098655000000000007 -0.51385999999999987 -0.44023999999999991 -0.41825499999999993 -0.47144999999999992 0.15630500000000003 0.05259500000000001 0.088770000000000016 0.087825000000000014 0.087550000000000017 0.088295000000000012 -1.0000000180025095e-35 -0.088084999999999983 -0.084524999999999975 0.083975000000000008 0.039215000000000007 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 8 9 -6 11 -3 -12 14 -14 -16 -17 -18 21 20 -20 22 -19 24 -23 27 -27 28 29 -25
right_child=1 10 -4 4 5 -7 -8 -9 -10 -11 12 -13 13 -15 15 16 17 18 19 -21 -22 23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.00018113475554855542 0.00045426689764662158 0.00027453540768917827 -0.00035154872813210309 -0.00030045015524732526 -0.0002548285023531998 -0.00019439346543987523 0.00046806735016339781 -0.00025460744905103638 0.00015035536062593262 0.00013211927376687526 0.0004979780466237571 -0.00034165238045986643 0.00018067476073546071 -0.00024841604727522567 -0.00020616992207158968 0.00026472858893005955 0.00024752049807416784 -2.1541803378126504e-06 -0.00018190879497625349 -0.00047360696674635013 0.00025493772818230184 -4.8081267564355033e-05 -0.00044002652465333715 -0.00015911802414242024 0.00063335717362254709 -0.00045288737822678135 4.8926139225715133e-06 -8.205233094294703e-05 0.00087698995717801166 0.00041359534867903378
leaf_weight=20 21 21 27 26 23 27 23 26 30 20 20 37 35 38 26 24 22 1735 45 21 21 23 29 24 24 24 627 38 20 24
leaf_count=20 21 21 27 26 23 27 23 26 30 20 20 37 35 38 26 24 22 1735 45 21 21 23 29 24 24 24 627 38 20 24
internal_value=0 4.65392e-06 -6.07734e-05 -2.05122e-05 -4.35576e-05 1.26928e-06 4.45717e-05 -5.38162e-05 1.76985e-05 -7.48528e-05 1.37321e-06 -0.00011855 3.83972e-06 3.10159e-07 3.73217e-06 1.46118e-06 3.45985e-06 1.11751e-06 -9.24249e-07 -0.000146873 -4.29122e-05 4.02028e-06 -9.35276e-06 3.33611e-05 0.000299887 1.68133e-05 -1.19841e-05 0.000193672 0.000347754 0.000127239
internal_weight=0 2899 222 195 175 149 122 99 73 43 2878 58 2820 2800 2762 2727 2701 2677 2655 87 66 2568 1764 804 47 757 651 106 68 48
internal_count=3121 2899 222 195 175 149 122 99 73 43 2878 58 2820 2800 2762 2727 2701 2677 2655 87 66 2568 1764 804 47 757 651 106 68 48
is_linear=0
shrinkage=0.1


Tree=2330
num_leaves=31
num_cat=0
split_feature=123 123 123 13 15 13 16 33 120 15 1 9 10 33 15 2 1 1 1373 1374 15 1184 1 151 160 133 475 160 42 1
split_gain=8.37775e-05 0.000175498 0.00011453 0.000181324 0.000183094 0.000145166 0.000174639 0.000113683 0.000154383 0.000370826 0.000191604 0.000683092 0.000515624 0.000642238 0.000455425 0.000263573 0.00019108 0.000266137 0.000179819 0.000238942 0.000174929 0.000172702 0.000158526 0.000135172 0.000448514 0.000977797 0.000631702 0.000643136 0.000568522 0.000361771
threshold=0.13162000000000004 0.11410500000000003 0.08592000000000001 -0.07965499999999999 -0.093244999999999981 -0.0060599999999999994 -0.101115 -0.044254999999999996 1.0000000180025095e-35 -0.5556049999999999 0.13707500000000003 0.092235000000000011 -0.011239999999999998 0.078905000000000017 -0.43375999999999998 0.15950500000000004 0.11846000000000002 0.12082500000000002 -1.0000000180025095e-35 -0.067869999999999986 -0.064294999999999977 0.081725000000000006 0.12500000000000003 -0.085134999999999975 -0.085764999999999994 0.090445000000000011 -0.085684999999999997 -0.022194999999999996 0.083795000000000022 0.10612500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 6 -5 -1 9 -9 11 12 13 -11 -12 -16 18 -18 -14 -20 22 23 -19 24 28 26 -26 -28 -21 -29
right_child=-2 -3 3 5 -6 -7 -8 8 -10 10 14 -13 16 -15 15 -17 17 20 19 21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.00024114733067108322 -0.00020401058282004669 0.00028275139352031559 -0.00036845286060789871 0.00027642339503342685 1.0835202410817147e-05 -0.00015983667668907026 -8.7206237978534778e-05 0.00034245129663759146 -0.00026198614230617587 -0.00075746648653876039 -0.00050580418416939219 0.0005476608895190546 -0.00027751552988775074 -9.8137827148160863e-06 -0.00016960524090314896 0.00022236788113489108 0.00046746014035306869 -4.4836357951031204e-05 0.0002839103676766778 3.1263155688066038e-05 -0.00013683921625388081 -0.00023081469545331858 0.00030875601282787102 -4.5015002472387148e-06 0.00059485500842749225 -0.00056391587162439604 -0.00049177624847895158 1.4017278614198364e-05 0.00072197382370094685 0.00043032522878126695
leaf_weight=20 20 22 35 28 20 34 25 32 22 20 25 23 23 27 42 29 20 21 30 26 29 32 32 2274 22 26 21 92 22 27
leaf_count=20 20 22 35 28 20 34 25 32 22 20 25 23 23 27 42 29 20 21 30 26 29 32 32 2274 22 26 21 92 22 27
internal_value=0 1.31576e-06 -6.95147e-07 -8.84077e-05 -0.00023053 1.43968e-06 0.0001049 3.54564e-06 1.91655e-06 3.92203e-06 1.38261e-07 4.95688e-06 4.0798e-07 -0.000327964 -0.000138749 -9.50354e-06 6.13044e-06 0.000140387 8.53297e-07 3.3426e-06 6.06133e-05 3.14129e-08 0.000168653 2.97447e-06 7.50099e-05 5.35142e-06 9.67153e-05 1.84362e-05 0.000347839 0.000108474
internal_weight=0 3101 3079 142 55 87 53 2937 2917 2895 2863 2767 2744 47 96 71 2697 102 2595 2572 82 2542 53 2510 236 188 162 140 48 119
internal_count=3121 3101 3079 142 55 87 53 2937 2917 2895 2863 2767 2744 47 96 71 2697 102 2595 2572 82 2542 53 2510 236 188 162 140 48 119
is_linear=0
shrinkage=0.1


Tree=2331
num_leaves=31
num_cat=0
split_feature=10 0 11 9 2 34 11 12 11 1429 153 1428 13 13 15 13 3 13 4 52 52 51 13 52 13 4 13 0 401 51
split_gain=9.93761e-05 0.000283632 0.000184031 0.000173695 0.000239374 9.0915e-05 9.07786e-05 0.000300946 0.000192739 0.000181861 0.000149004 0.00013156 0.000101432 0.000607923 0.000847054 0.000355253 0.000574027 0.000345706 0.000369258 0.000346662 0.000773407 0.000342318 0.000283711 0.000918392 0.000409524 0.000556538 0.000309756 0.000675099 0.000251158 0.000237799
threshold=0.053330000000000009 -0.079829999999999998 -1.0000000180025095e-35 0.088235000000000022 -0.080614999999999978 -0.085114999999999982 0.094350000000000003 0.10149500000000002 0.089270000000000002 0.11475 0.084695000000000006 0.096340000000000023 -0.089109999999999981 -0.091559999999999989 0.087065000000000017 -0.092879999999999976 -0.080564999999999984 -0.095304999999999987 -0.078439999999999996 0.10347000000000002 0.084735000000000019 -0.076794999999999988 -0.088069999999999996 0.086965000000000015 -0.087404999999999997 -0.015039999999999998 -0.086919999999999983 -0.088544999999999985 0.078085000000000016 0.095375000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 8 -8 9 10 11 12 13 15 -15 17 -17 19 -19 20 21 -7 23 -14 25 -24 27 -26 29 -23
right_child=1 -3 3 -5 5 6 7 -9 -10 -11 -12 -13 22 14 -16 16 -18 18 -20 -21 -22 28 24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00027300068270415067 -0.00040612277858283208 1.5615201660833779e-05 0.00034795753708749544 -0.00022091322836266565 0.00020816642208956184 0.00038518469227710739 0.0003783255392381062 -6.8154611734725116e-05 -0.00029807380382077431 0.00022894682091753246 -0.00027569936948566463 -0.0002256782195987538 -7.0665749768118592e-05 -0.00062857542786667572 0.00012091158982366324 -0.00010951696487609298 0.00063070929159452643 5.0815018767025325e-06 -0.00059530687396458937 0.00020073645626735655 -0.00056585348020934576 -0.00013648399580334727 -0.00063860558034123296 0.00077450002194382253 -0.00014506248615881695 7.3427361037049974e-05 3.9434917739474734e-06 0.00063131835631793367 0.00023033442125926096 0.00017477352167285669
leaf_weight=25 23 52 20 35 21 22 26 36 22 34 20 26 36 38 25 20 22 20 21 71 26 135 23 20 21 21 2175 24 31 30
leaf_count=25 23 52 20 35 21 22 26 36 22 34 20 26 36 38 25 20 22 20 21 71 26 135 23 20 21 21 2175 24 31 30
internal_value=0 -0.000113718 2.80001e-06 5.63985e-07 3.16e-06 8.35e-07 -6.43424e-07 0.000119079 -3.2181e-06 -9.50772e-07 -3.71572e-06 -1.77783e-06 3.15452e-07 -4.25276e-05 -0.00033116 3.16042e-06 0.000278221 -2.92905e-05 -0.000302434 6.26157e-06 -5.03274e-05 1.11573e-05 8.82866e-06 0.000231179 3.32883e-06 -0.000298772 9.31641e-06 0.000269007 -3.08253e-05 -7.98917e-05
internal_weight=0 75 3046 3021 2986 2966 2945 62 2883 2861 2827 2807 2781 461 63 398 42 356 41 315 244 218 2320 56 2264 44 2220 45 196 165
internal_count=3121 75 3046 3021 2986 2966 2945 62 2883 2861 2827 2807 2781 461 63 398 42 356 41 315 244 218 2320 56 2264 44 2220 45 196 165
is_linear=0
shrinkage=0.1


Tree=2332
num_leaves=31
num_cat=0
split_feature=33 9 2 132 1203 1185 50 1186 129 394 129 129 128 12 11 2 11 11 157 1429 16 157 154 474 1429 4 2 1429 2 2
split_gain=9.11257e-05 0.000101968 0.000598629 8.8243e-05 0.00239761 0.00150819 0.000411403 0.000103991 0.000226585 0.000163113 9.9904e-05 0.000293226 0.000240647 0.000210568 0.000130238 0.000258913 0.000133728 0.000188543 0.000256125 0.000144266 0.000544298 0.000327779 0.000216409 0.000273413 0.000182813 0.000152734 0.000713794 0.000203304 0.000381081 0.000611564
threshold=-0.009184999999999997 0.091600000000000015 -0.15339499999999998 -0.083284999999999984 0.089165000000000008 -0.087384999999999977 0.10022000000000002 0.089315000000000019 -0.077709999999999987 -0.10421499999999999 0.10061000000000002 0.093120000000000022 0.10692000000000002 0.092755000000000018 0.096435000000000007 0.11093500000000002 0.092630000000000018 0.088215000000000002 -0.49695999999999996 0.09011000000000001 0.058835000000000005 -0.06482499999999998 1.0000000180025095e-35 -0.23491499999999996 0.087700000000000014 -0.50940999999999981 0.095195000000000016 -1.0000000180025095e-35 0.084145000000000011 0.087195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -5 -2 8 -7 -10 11 14 13 -12 16 -16 17 18 -11 22 21 -21 23 -20 25 26 -25 28 -27 -30
right_child=1 2 -4 5 -6 7 -8 -9 9 10 12 -13 -14 -15 15 -17 -18 -19 19 20 -22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=-0.00017059724608946953 -4.6211714720283101e-06 -0.0001276831213875663 0.00055529897328510526 -0.00087071965768700473 0.001025887167163645 -0.0002897996536274958 -0.00048380817948782354 0.00016291245078602328 0.00022939767420006494 -0.0003060021342597403 -0.00044457877738750544 0.00028149655373527893 0.00018342925619435846 -5.2738143176611635e-05 0.00043304471939336508 -6.4091126709668467e-05 -0.00025620623658012065 0.00030300858226837589 -0.00036010111547181049 0.00013959130200777455 0.00048636530024980733 -0.00036579194198739496 0.00030587997911921279 0.00010644176587890331 -0.00026463766146291701 -0.00021765239150475031 -0.00061284206931304657 -4.982711762802384e-06 0.00072734388304525061 7.4889464375184052e-05
leaf_weight=31 172 33 21 20 23 27 20 39 31 28 24 37 20 32 20 22 21 20 22 33 28 21 22 37 27 22 22 2175 20 51
leaf_count=31 172 33 21 20 23 27 20 39 31 28 24 37 20 32 20 22 21 20 22 33 28 21 22 37 27 22 22 2175 20 51
internal_value=0 1.7115e-06 0.000137921 -7.11204e-07 6.10437e-05 -5.4178e-06 -5.45365e-05 7.6072e-07 -1.52889e-06 1.31692e-06 -1.29791e-06 1.97085e-06 -0.000114328 -0.00022067 -2.02084e-06 0.00017264 -4.89874e-06 -2.81114e-06 -5.24989e-06 -1.8543e-06 0.000128575 -5.69466e-05 -6.31433e-06 -9.20502e-06 -5.92562e-06 -2.9238e-06 -0.000161766 1.20833e-06 0.000145999 0.000258679
internal_weight=0 3090 54 3036 215 2821 192 2801 2762 2735 2704 2628 76 56 2591 42 2549 2528 2508 2480 82 54 2398 2376 2354 2327 59 2268 93 71
internal_count=3121 3090 54 3036 215 2821 192 2801 2762 2735 2704 2628 76 56 2591 42 2549 2528 2508 2480 82 54 2398 2376 2354 2327 59 2268 93 71
is_linear=0
shrinkage=0.1


Tree=2333
num_leaves=31
num_cat=0
split_feature=1204 400 400 133 132 393 399 49 132 15 400 1186 129 394 401 133 403 0 1210 16 13 1208 0 13 12 1429 12 16 0 34
split_gain=8.98637e-05 0.000175432 0.000194931 0.000239305 9.1676e-05 0.000441789 0.000181454 0.000166983 0.000229202 0.000235246 0.000122963 9.14344e-05 0.000151641 9.72113e-05 8.7052e-05 0.000463609 0.000415659 0.000214775 0.000164171 0.000595885 0.000226987 0.000186047 8.9621e-05 0.000448495 0.000313043 0.000500681 0.000412346 0.000533795 0.000223848 0.000141023
threshold=0.057120000000000011 0.12955000000000003 0.10931000000000002 -0.54084999999999994 -0.083174999999999985 0.098330000000000015 0.090310000000000015 0.09567500000000001 -0.41127499999999995 -0.028889999999999996 -0.082934999999999995 0.090275000000000008 -0.077709999999999987 -0.10421499999999999 -0.06959499999999999 0.51114000000000004 -0.072624999999999981 -0.072594999999999979 0.0028200000000000005 -0.073404999999999984 -0.06532499999999998 0.098655000000000007 0.10455500000000001 -0.055129999999999992 0.098150000000000015 -0.0065149999999999991 0.092465000000000006 0.042200000000000008 0.056435000000000006 -0.112215
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 11 7 8 -5 -10 -11 12 -6 -14 16 18 -15 -18 21 20 -20 22 28 -24 25 -25 27 -27 29 -16
right_child=-2 -3 -4 4 5 -7 -8 -9 9 10 -12 -13 13 14 15 -17 17 -19 19 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0003463427507813322 -0.00018164501722182011 0.00027089883660664783 -0.00030414722402513563 0.0002269589976955054 -0.00024290503922831986 0.00037302684245332784 -0.00031509537203909044 -0.00026916498294061363 -0.00031491070322873485 -6.8759761577691993e-05 0.00023572341888211668 0.00017016264736734993 0.0001921812669024803 0.00038938465274822515 -0.00023724165005842225 -0.00042547990216497476 0.00012215242648900521 -0.00027698565709915085 0.00020015889705973677 0.00060966001998167488 -0.00025598921905232904 -0.00027653993852436545 -0.00043069380154865314 -0.00053091867128387095 0.00027582033526414308 0.00021266168610704233 0.00042158585041761397 -0.0003896943759173155 0.00027389453663696864 1.5366121036882742e-06
leaf_weight=20 27 24 21 37 26 32 26 24 27 36 21 31 26 31 25 26 28 26 20 20 24 25 29 20 32 28 20 31 30 2328
leaf_count=20 27 24 21 37 26 32 26 24 27 36 21 31 26 31 25 26 28 26 20 20 24 25 29 20 32 28 20 31 30 2328
internal_value=0 1.58515e-06 -5.20237e-07 1.57099e-06 -7.05478e-07 3.54997e-06 -7.18287e-05 -2.82085e-05 1.95846e-05 -7.17589e-05 4.34183e-05 -6.33774e-07 -2.52812e-06 -2.71057e-07 -2.09525e-06 -5.28098e-06 9.75243e-05 -7.00252e-05 -1.13008e-06 0.000157072 -4.86492e-05 -5.07282e-06 -2.40405e-06 -7.48533e-05 3.92058e-06 -8.39662e-05 2.91863e-05 -0.00010383 2.46036e-06 -1.00034e-06
internal_weight=0 3094 3070 3049 3029 2858 171 145 121 84 57 2826 2795 2769 2743 2658 85 54 2632 64 44 2568 2543 160 131 99 79 59 2383 2353
internal_count=3121 3094 3070 3049 3029 2858 171 145 121 84 57 2826 2795 2769 2743 2658 85 54 2632 64 44 2568 2543 160 131 99 79 59 2383 2353
is_linear=0
shrinkage=0.1


Tree=2334
num_leaves=31
num_cat=0
split_feature=402 133 43 1210 1208 43 1208 1204 132 15 132 1203 1209 1209 1209 401 1447 1447 1456 159 1447 479 481 480 153 42 42 1455 1455 4
split_gain=7.79829e-05 0.000394747 0.000399349 0.000222081 0.00011274 0.000698443 0.000349165 0.000109714 0.000136534 0.0038484 0.00137803 0.000401175 9.5928e-05 0.00011942 0.000134812 9.15047e-05 8.70106e-05 0.000597647 0.000293102 0.000231136 0.000208917 0.000149039 0.000233997 0.000210684 0.000257103 0.000125723 0.000495134 0.000426978 0.000495572 0.000469804
threshold=-0.45454999999999995 0.51314000000000015 0.05259500000000001 0.26755500000000004 0.10233500000000001 -0.040344999999999992 0.089655000000000012 0.057120000000000011 -0.083284999999999984 0.091650000000000023 -0.066044999999999979 0.087075000000000014 -0.093169999999999989 -0.084519999999999984 -0.069599999999999981 -0.099524999999999988 -0.085804999999999979 -0.086359999999999978 0.085550000000000015 -0.092414999999999983 -0.084334999999999979 0.10713500000000002 -0.15265499999999996 0.10272000000000002 0.084695000000000006 0.08623500000000002 0.085505000000000012 -0.11962499999999998 -0.088874999999999982 -0.064054999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 8 9 11 -10 -2 -12 -14 -15 -16 17 18 19 -17 -18 22 -22 24 25 26 -24 -27 -29 -30
right_child=3 2 -4 -5 5 -7 -8 -9 10 -11 12 -13 13 14 15 16 20 -19 -20 -21 21 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=0.00043479882248599708 -1.2648377863418623e-05 0.00018190807963476582 -0.00039069384608107316 -0.00032653725301359028 0.0005448046512395629 -0.00023451675129446971 -0.00040893418814188668 -0.00020833098603179677 -0.00081071905380148172 0.0013623270366224462 0.0002104403662749312 -0.00046879351390419872 -0.0001801366480423086 0.00022981623769737782 -0.00016980536245448036 8.5807935746353396e-05 0.00023975276087998953 -0.00052667149999858045 0.00027847525379911533 -0.00028915689692967723 -0.00025973653337132421 0.00022880720006751605 -4.4535487551549712e-06 0.00023804773065517354 -0.00035632580460514878 0.00048004693872783156 -0.00037491191431252301 -0.00046827264784951697 0.00015432848542036966 -1.4272183107344781e-05
leaf_weight=24 156 29 21 21 23 23 21 25 21 21 22 22 36 26 31 35 38 24 32 31 34 29 1448 38 20 21 37 20 235 557
leaf_count=24 156 29 21 21 23 23 21 25 21 21 22 22 36 26 31 35 38 24 32 31 34 29 1448 38 20 21 37 20 235 557
internal_value=0 0.000101432 -5.85847e-05 -2.46339e-06 -2.14364e-07 0.000155144 -2.61251e-06 2.71149e-07 2.0486e-06 8.20214e-05 -3.77026e-06 -6.90259e-05 2.47363e-06 7.74054e-07 3.22616e-06 9.86103e-07 3.02325e-06 -7.94221e-05 3.01084e-05 -9.03119e-05 7.08394e-06 3.45892e-06 7.4726e-07 4.47472e-06 6.78411e-07 3.75869e-06 -1.36838e-05 3.48537e-05 2.33401e-05 3.57545e-05
internal_weight=0 74 50 3047 3026 46 2980 2959 2934 199 2735 178 2714 2692 2656 2630 2599 122 98 66 2477 2439 2410 2376 2338 2318 1485 833 812 792
internal_count=3121 74 50 3047 3026 46 2980 2959 2934 199 2735 178 2714 2692 2656 2630 2599 122 98 66 2477 2439 2410 2376 2338 2318 1485 833 812 792
is_linear=0
shrinkage=0.1


Tree=2335
num_leaves=31
num_cat=0
split_feature=132 1203 394 130 130 0 403 16 1208 403 403 403 42 42 33 97 1453 42 4 15 1 16 16 42 42 1371 4 3 3 43
split_gain=7.87637e-05 0.000399172 0.000368068 8.49799e-05 0.000243671 0.000391578 0.000109736 0.000559283 0.000247305 0.000546972 0.000382584 9.7948e-05 8.96689e-05 0.000850494 0.00029213 0.000220183 0.000226192 0.00047061 0.00021353 0.000843031 0.00130794 0.0021128 0.000705618 0.000562469 0.00105724 0.000935053 0.000513281 0.000380401 0.000562053 0.00166467
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 -0.22699999999999995 -0.093639999999999987 -0.084804999999999978 -0.54631999999999992 -0.074319999999999983 0.099975000000000008 -0.52917499999999984 -0.52800499999999995 -0.49218499999999993 0.084695000000000006 0.084535000000000013 0.085305000000000006 -0.079444999999999988 -0.083254999999999982 0.084835000000000008 -0.017809999999999996 -0.0092699999999999987 0.091535000000000019 -0.0048099999999999992 -0.15241499999999997 0.083995000000000014 0.083715000000000026 0.081810000000000008 -0.021294999999999998 0.084940000000000015 -0.071329999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 7 -6 10 -10 -8 -12 13 14 18 -14 -17 -18 22 23 21 -21 -13 24 25 -20 27 28 -24 -30
right_child=2 -3 -4 4 6 -7 8 -9 9 -11 11 12 15 -15 -16 16 17 -19 19 20 -22 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.4833880527012113e-05 -0.00019022737846092282 -0.0004838242025289219 0.00041180748376064004 -5.6798841493825115e-05 -0.0004326706941840037 0.00056146863986214165 -0.00036943173181498424 0.00016801891953594265 0.0006083634103041342 -8.3916465111542502e-05 0.00018819167609243387 -0.0005739512945486543 -0.00029974762139664524 -0.00066370869819365908 -0.00036888265369932266 -0.0002232285588979721 0.00049286081663343472 2.5657335521041602e-05 1.1126214590661682e-05 0.00017426223255911498 -0.00015908179580276881 0.0014027344042135935 -4.4263808420257501e-06 -0.00038498372198503337 0.00060581758915414586 -0.00068475710530037761 -0.00047664505109423772 0.00014460956680617963 2.9771535659877016e-05 -0.0010278450498431497
leaf_weight=196 23 20 22 21 31 20 28 31 21 25 28 24 21 20 22 35 22 1078 559 42 38 21 461 37 29 20 24 134 46 22
leaf_count=196 23 20 22 21 31 20 28 31 21 25 28 24 21 20 22 35 22 1078 559 42 38 21 461 37 29 20 24 134 46 22
internal_value=0 -5.82589e-05 4.33182e-06 1.2224e-06 2.76203e-06 0.000244795 -7.58139e-07 -0.000132326 2.20058e-06 0.000232124 -1.70074e-06 2.13693e-06 1.7477e-07 -1.59639e-05 -7.20464e-06 2.11019e-05 2.70384e-05 3.50014e-05 -1.74347e-06 3.56301e-05 0.000304271 0.000583753 -4.09568e-05 -6.43609e-06 1.66005e-05 -1.29112e-05 -2.23369e-05 -5.89137e-06 -4.40145e-05 -0.000312399
internal_weight=0 216 2905 2883 2860 41 2819 62 2757 46 2711 2683 2655 1499 1479 1156 1135 1100 1457 746 101 63 711 645 608 579 687 663 529 68
internal_count=3121 216 2905 2883 2860 41 2819 62 2757 46 2711 2683 2655 1499 1479 1156 1135 1100 1457 746 101 63 711 645 608 579 687 663 529 68
is_linear=0
shrinkage=0.1


Tree=2336
num_leaves=31
num_cat=0
split_feature=33 9 2 48 4 48 150 160 51 1 1 3 48 16 52 15 0 50 3 1 4 151 0 154 474 156 1456 1429 12 1371
split_gain=9.43446e-05 0.000104701 0.000500007 8.77959e-05 0.000179022 0.000305173 0.000244458 0.000199904 0.000298703 0.000230729 0.000893919 0.000654137 0.000339713 0.000423875 0.000696578 0.000314675 0.000211459 0.000206613 0.000194843 0.000200834 0.000242064 0.000192013 0.000146319 0.000218435 0.000287981 0.000214627 0.000172454 0.000229009 0.000174971 0.00105723
threshold=-0.009184999999999997 0.091600000000000015 -0.15339499999999998 0.083685000000000009 -0.015039999999999998 0.089025000000000007 0.080470000000000014 0.11205000000000002 0.11508500000000001 0.088770000000000016 0.10022000000000002 -0.0043399999999999992 0.10866500000000003 -0.087659999999999988 0.08709500000000002 -0.18895499999999996 -0.091354999999999978 0.11863000000000001 -0.034684999999999994 0.10658000000000002 0.0045450000000000013 -0.0038099999999999996 -0.24955499999999997 0.085530000000000009 -0.25711499999999993 0.28241000000000005 0.11510000000000002 0.11023000000000001 0.083935000000000023 0.083235000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 22 5 -5 -7 8 9 12 11 -11 13 14 -6 -12 -15 -10 -17 -20 -21 -18 -2 24 -24 26 27 28 -26 -30
right_child=1 2 -4 4 7 6 -8 -9 17 10 15 -13 -14 16 -16 18 21 -19 19 20 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00017358411597313299 0.00020694878147614582 -0.00010297724090350765 0.00052121485792408094 0.00045607915562868585 0.00063880875887763167 0.00013785336518266537 -0.00021283867454621942 0.00027632777800317858 -0.0004777155242415823 -9.737421275912635e-05 0.0003989604681264609 -0.0007927652965008747 -0.00026086578999757364 -0.00016805113193232759 -7.8722703150443489e-06 -0.00025301581557394696 0.00035278476298908178 -4.4321440344157803e-05 -0.00016694675311252166 2.3104368104926641e-05 0.00044818203037028158 -5.5831991156320214e-05 -0.00030339141517288226 0.0003174302898696624 -6.0402305405888657e-05 0.00031592243416525892 0.00020726647536191325 -0.00031149140640291783 -6.4979605766089773e-06 0.00064860047627007594
leaf_weight=31 31 33 21 24 36 97 25 25 22 31 25 24 23 39 31 23 23 22 24 37 21 23 34 20 582 20 35 26 1688 25
leaf_count=31 31 33 21 24 36 97 25 25 22 31 25 24 23 39 31 23 23 22 24 37 21 23 34 20 582 20 35 26 1688 25
internal_value=0 1.74146e-06 0.000139764 -7.13493e-07 3.44675e-05 0.000130114 6.59902e-05 1.91633e-06 -1.50646e-05 1.49965e-05 -6.28668e-05 -0.000400818 9.7309e-05 0.000151507 0.000339598 8.01124e-05 3.24611e-06 -0.000261018 4.19618e-06 7.6341e-05 0.000177012 0.000148476 -8.93335e-06 -1.16874e-05 -1.44187e-05 -1.02835e-05 -1.30527e-05 -1.6375e-05 -1.30317e-05 3.06273e-06
internal_weight=0 3090 54 3036 575 146 122 429 404 360 185 55 175 152 67 130 85 44 105 82 58 46 2461 2430 2410 2376 2356 2321 2295 1713
internal_count=3121 3090 54 3036 575 146 122 429 404 360 185 55 175 152 67 130 85 44 105 82 58 46 2461 2430 2410 2376 2356 2321 2295 1713
is_linear=0
shrinkage=0.1


Tree=2337
num_leaves=31
num_cat=0
split_feature=374 120 40 12 0 142 33 11 1 9 3 3 13 2 0 159 1373 457 457 457 3 457 3 158 1 0 484 15 16 52
split_gain=8.10345e-05 8.91185e-05 0.00025861 0.000161586 0.000292079 0.000230034 0.000143226 0.000343003 0.000209479 0.000138087 0.000444679 0.000144265 0.000263018 0.00025256 0.000321282 0.000220657 0.000163782 0.000261761 0.000419586 0.000220409 0.000432874 0.000191379 0.000167511 0.000533714 0.000517664 0.000188668 0.00018591 0.000557936 0.000547649 0.000347586
threshold=0.092550000000000007 0.090440000000000006 -0.24134999999999998 0.12757000000000002 -0.04917499999999999 -0.057499999999999989 -0.009184999999999997 -1.0000000180025095e-35 0.15799000000000005 0.091600000000000015 -0.022174999999999997 0.14121000000000003 -0.17933499999999997 0.14445500000000003 -0.075359999999999996 0.086110000000000006 -1.0000000180025095e-35 0.11612500000000002 0.10021000000000001 0.091945000000000013 0.11924500000000002 0.088045000000000012 0.099930000000000005 -0.47382999999999992 0.10205500000000002 -0.23194499999999998 0.10948000000000001 -0.067579999999999987 1.0000000180025095e-35 0.19022000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7 -8 9 11 -11 12 -9 14 15 -13 -14 18 19 20 21 22 23 -18 -24 -25 -27 29 -29 -28
right_child=-2 -3 3 4 -6 6 7 8 -10 10 -12 13 16 -15 -16 -17 17 -19 -20 -21 -22 -23 24 25 -26 26 27 28 -30 -31
leaf_value=0.00034167559847860093 0.00018304294086798716 -0.00019752926183054628 0.00031587805917850982 3.4672492906930999e-05 -0.00040882074719303537 -0.00021898835179551195 -0.00039275133828844201 -0.00033081752541572011 -0.00031893342529656368 -0.00014309153480098757 0.00052375103259691966 -0.00026088943035574631 -0.0002640406353115712 0.00036318355239927774 0.00033560953460160501 0.00015549185671261513 -0.00048652824638834729 0.00026809828819209913 -0.00041596017399569973 0.00024980345293038731 -0.00037700022187588431 -0.0002955854429339005 -0.0001303366336147659 0.00028151820482526094 0.00050069667072071195 -1.1134879992299583e-07 -0.00027253207747090721 7.0507620694115755e-05 0.00079352629618369976 0.00025578836692147889
leaf_weight=22 24 23 23 33 27 30 22 24 20 20 20 35 23 30 23 20 22 37 24 36 30 21 26 25 26 2360 33 22 20 20
leaf_count=22 24 23 23 33 27 30 22 24 20 20 20 35 23 30 23 20 22 37 24 36 30 21 26 25 26 2360 33 22 20 20
internal_value=0 -1.41848e-06 4.88417e-08 -2.41374e-06 -0.000164899 8.44667e-07 -1.59581e-06 6.23239e-07 3.59007e-06 5.81667e-06 0.00019033 3.23336e-06 -1.22063e-06 0.000116604 2.17657e-05 -0.000109478 1.68224e-06 3.94413e-06 2.76695e-07 4.05923e-06 6.63153e-07 5.06311e-06 7.53517e-06 3.84311e-06 0.00018518 8.19318e-06 5.40982e-06 0.000142567 0.000414802 -7.31659e-05
internal_weight=0 3097 3074 3052 60 2992 2969 2939 2917 2897 40 2857 2749 108 78 55 2725 2702 2665 2641 2605 2575 2554 2502 52 2480 2455 95 42 53
internal_count=3121 3097 3074 3052 60 2992 2969 2939 2917 2897 40 2857 2749 108 78 55 2725 2702 2665 2641 2605 2575 2554 2502 52 2480 2455 95 42 53
is_linear=0
shrinkage=0.1


Tree=2338
num_leaves=31
num_cat=0
split_feature=33 9 2 16 132 50 393 1203 41 12 16 4 129 402 159 483 2 52 49 3 1 0 13 0 52 52 51 13 15 13
split_gain=9.83578e-05 0.000109571 0.000514075 0.000125701 8.26013e-05 0.00219659 0.0012972 0.000344387 0.00010175 0.000412566 0.000102997 0.000547022 0.00035892 0.000325982 0.000248063 0.000296548 0.000354613 0.00033629 0.00028408 0.000253863 0.000352005 0.000298529 0.00018281 0.000253277 0.000248161 0.000334438 0.000208533 0.000205856 0.000399046 0.000240122
threshold=-0.044254999999999996 0.088235000000000022 -0.14451499999999998 -0.40995499999999996 -0.083284999999999984 0.10450500000000001 0.12679500000000002 0.089480000000000018 0.086565000000000017 0.087075000000000014 -0.15241499999999997 -0.073104999999999989 -0.082959999999999992 0.099530000000000021 0.11084000000000001 0.096720000000000014 0.10497000000000002 0.048520000000000008 0.089420000000000013 0.10732000000000001 0.11061500000000002 -0.14920999999999998 -0.096404999999999991 0.041630000000000007 0.091275000000000009 -0.012859999999999998 -0.066639999999999991 -0.093219999999999983 0.085730000000000015 -0.091559999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 7 8 -2 10 -10 11 -6 -12 14 15 16 18 19 -13 21 -21 -18 23 24 25 26 -14 28 -24 -29
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leaf_value=0.0002106963413759579 3.5641967967551734e-06 0.0002186190236291926 -0.00053703537906542244 -0.00012083064512808051 -0.00053171072015009647 0.0010590658418368549 -0.00080579692032188186 -0.00043446845968901475 0.00036556739265934625 -0.00014322044742584694 0.00042948953865561639 4.5544162982706984e-05 0.000269570481249621 -0.00040243250976865447 -0.00032301228242100815 0.00039706233132164926 0.00041818777445725916 -0.00037915122481146164 0.00040022775652620042 -0.00050766112925928271 -2.0697203581221403e-06 -3.8426050968054268e-05 -0.00054650612146360804 0.00041970647243116141 -0.0001859605047326168 0.00037851505702646038 -8.4579401615580247e-05 0.00022632580161292067 7.0671035890964884e-05 -4.7088289932691466e-06
leaf_weight=22 175 24 21 20 22 20 20 20 34 30 20 138 23 21 22 20 21 35 27 21 40 45 20 22 33 36 60 46 22 2041
leaf_count=22 175 24 21 20 22 20 20 20 34 30 20 138 23 21 22 20 21 35 27 21 40 45 20 22 33 36 60 46 22 2041
internal_value=0 -1.49575e-06 -0.000129962 6.43237e-05 1.25648e-06 6.10032e-05 -3.30029e-06 -4.13622e-05 2.43388e-06 0.000127073 -4.82724e-07 -4.65624e-05 7.68982e-06 -1.9195e-05 2.61525e-06 2.32602e-05 3.97705e-07 -0.000104699 0.000103583 -2.90622e-05 -0.000176126 0.00010686 4.02677e-06 0.000102579 5.6679e-05 0.000123966 1.35585e-05 -4.02776e-06 -0.000223223 3.83453e-07
internal_weight=0 3099 65 44 3034 215 2819 195 2799 64 2735 412 2323 390 369 347 327 162 165 127 61 66 2303 174 152 119 83 2129 42 2087
internal_count=3121 3099 65 44 3034 215 2819 195 2799 64 2735 412 2323 390 369 347 327 162 165 127 61 66 2303 174 152 119 83 2129 42 2087
is_linear=0
shrinkage=0.1


Tree=2339
num_leaves=31
num_cat=0
split_feature=393 33 9 2 3 132 132 120 40 41 41 15 3 1210 40 43 3 43 43 456 1372 52 43 1 3 42 4 4 42 4
split_gain=0.000109468 8.12856e-05 8.58272e-05 0.000416401 0.000113214 7.82323e-05 0.000217706 0.000264065 0.000181594 8.91226e-05 0.000384719 0.000202581 0.000104466 0.000102435 8.85532e-05 0.000112431 0.000379724 0.000864613 0.000233509 0.000732642 0.000633356 0.000353326 0.00055151 0.000223113 0.000194485 0.000696305 0.000618432 0.000650303 0.000413943 0.000411964
threshold=0.12069000000000002 -0.044254999999999996 0.088235000000000022 -0.14451499999999998 -0.14186499999999996 -0.44750499999999993 -0.41127499999999995 0.093680000000000013 -0.24134999999999998 0.086565000000000017 0.090905000000000014 -0.098289999999999975 -0.52915999999999996 -0.42132499999999995 -0.09083999999999999 -0.088704999999999992 -0.081234999999999988 -0.10603999999999998 -0.085739999999999997 0.03981500000000001 -0.077034999999999978 0.029970000000000007 -0.087734999999999994 0.095025000000000012 -0.094299999999999981 0.087505000000000013 -0.0073899999999999999 -0.010024999999999997 0.088295000000000012 -0.081224999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -7 8 -8 12 -11 -12 -10 -14 -15 16 23 -18 19 21 -20 22 -17 24 28 26 27 29 -16 -26
right_child=-2 2 3 -5 -6 6 7 -9 9 10 11 -13 13 14 15 18 17 -19 20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00018962671019835399 0.0001840052215356991 -0.00014945058264337213 0.00021829826879514837 -0.00048333183824849713 -0.00010251557697219224 0.0003217706515681043 0.00029425035747754878 -0.00034650906348939652 -0.00022589716694104331 0.00048192846676101912 0.00017410211533569963 -0.00021753931443007398 0.00021290689473971725 -0.00015739790278776375 2.2864282276899598e-05 -0.00023279398751799903 3.766135859597639e-05 0.00081344373465981341 0.00055592173899640337 -0.00070239471620880077 -9.3894220995379337e-06 -0.00033502859872026859 0.00046235207025893037 -0.00026221480872883491 -0.00019249570756162539 -0.00060707197815645497 0.00036840081815362759 -0.0005722574412610139 0.00039467390669833057 0.00025858080392936249
leaf_weight=22 32 35 22 21 22 21 21 22 21 20 25 28 22 37 157 21 51 20 20 20 2185 23 25 29 41 20 38 23 37 40
leaf_count=22 32 35 22 21 22 21 21 22 21 20 25 28 22 37 157 21 51 20 20 20 2185 23 25 29 41 20 38 23 37 40
internal_value=0 -1.90618e-06 -3.28007e-06 -0.000116965 5.78913e-05 -8.18526e-07 9.34801e-07 -1.35222e-06 1.24472e-06 -8.74849e-07 0.000108219 -3.28028e-05 -3.68894e-06 -2.02772e-06 -3.72437e-06 -1.65676e-06 4.36947e-05 0.000256192 -1.06717e-05 -0.000169477 -4.26188e-06 -1.50077e-05 0.000145003 4.50695e-06 2.62343e-05 -5.46495e-05 2.31565e-05 -0.000102991 9.37764e-05 3.02581e-05
internal_weight=0 3089 3067 65 44 3002 2967 2946 2924 2903 73 53 2830 2809 2787 2750 456 71 2294 89 2205 69 46 385 356 162 142 104 194 81
internal_count=3121 3089 3067 65 44 3002 2967 2946 2924 2903 73 53 2830 2809 2787 2750 456 71 2294 89 2205 69 46 385 356 162 142 104 194 81
is_linear=0
shrinkage=0.1


Tree=2340
num_leaves=31
num_cat=0
split_feature=393 12 130 12 15 148 0 457 1374 457 1348 151 15 133 133 13 48 1375 3 49 1452 484 52 1452 2 1420 157 1456 13 13
split_gain=8.86688e-05 8.30746e-05 0.00032087 0.000156841 0.000297961 0.00019358 0.000139395 8.5263e-05 0.000125183 0.000140946 0.00023555 0.000158393 0.000510377 0.000861039 0.00116664 0.000399111 0.000192345 0.000149759 0.00032517 0.000199694 0.000154629 0.000442907 0.000447283 0.000335567 0.000199753 0.00014043 0.000285172 0.000148239 0.000373459 0.000533273
threshold=0.12069000000000002 0.23631000000000002 -0.22562499999999999 0.12757000000000002 -0.071579999999999991 0.10090000000000002 -0.046359999999999991 0.31508000000000008 -0.096434999999999979 0.11612500000000002 -1.0000000180025095e-35 -0.089594999999999994 -0.015039999999999998 0.09112000000000002 0.085760000000000017 -0.084774999999999989 0.086035000000000014 0.084795000000000023 -0.082334999999999978 -0.008624999999999999 0.081315000000000012 -0.070054999999999992 -0.15026499999999995 0.11609000000000001 0.088745000000000004 0.056520000000000008 0.63334000000000013 -0.075669999999999987 -0.085384999999999975 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 -6 8 -4 10 -10 12 13 14 15 -12 -17 20 -19 -20 25 22 -22 24 -23 26 27 28 -13 -30
right_child=-2 -3 3 4 6 -7 -8 -9 9 -11 11 17 -14 -15 -16 16 -18 18 19 -21 21 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00035649802291300148 0.00016560464467829661 -0.00019105776054461983 -0.00022791910335702903 -0.00047824883848079485 -0.00019533676594229684 0.00028293185969232584 0.00016485735502866112 -0.0001671947375495708 -0.00032664611657806251 0.00023319347223710232 -0.00036505171238576835 0.00042519515929078424 0.00047048304831453911 -0.00052737892644169431 0.00076512306929900028 0.00032269660199138651 -6.0017382051667258e-05 0.00046973778267524072 -0.00017541494561165954 0.00023252055171247947 4.3865156199206558e-05 8.7361658806912607e-05 -0.00053685600626825669 0.00039810234662581941 -0.0003043442501027881 -0.00025965829346595066 0.00036697030584383316 -8.6351517941448208e-06 -0.00044837793262558995 0.0001371288166150667
leaf_weight=25 32 23 24 20 21 24 22 31 22 26 26 28 30 24 23 24 29 21 28 21 21 30 36 20 23 21 21 2335 20 70
leaf_count=25 32 23 24 20 21 24 22 31 22 26 26 28 30 24 23 24 29 21 28 21 21 30 36 20 23 21 21 2335 20 70
internal_value=0 -1.71555e-06 -2.9518e-07 -3.22837e-06 -0.000159368 7.47871e-08 -1.10514e-05 -2.22331e-06 -4.73695e-07 1.40926e-06 -6.88334e-07 1.82695e-06 9.97955e-05 1.15366e-05 0.00013834 -4.41409e-05 0.000113287 -3.84396e-06 0.000140512 -5.85447e-07 -7.69344e-06 -0.000114021 -0.000322906 4.90819e-05 -8.26239e-05 -2.15335e-06 3.24252e-08 -3.10891e-06 0.000106245 7.01621e-06
internal_weight=0 3089 3066 3041 63 2978 43 2954 2923 2899 2873 2851 156 126 102 79 53 2695 70 49 2625 130 57 73 53 2495 2474 2453 118 90
internal_count=3121 3089 3066 3041 63 2978 43 2954 2923 2899 2873 2851 156 126 102 79 53 2695 70 49 2625 130 57 73 53 2495 2474 2453 118 90
is_linear=0
shrinkage=0.1


Tree=2341
num_leaves=31
num_cat=0
split_feature=474 474 1374 472 15 1 52 15 51 472 2 474 157 51 474 3 155 156 471 153 97 30 9 150 1 10 15 3 2 2
split_gain=8.50749e-05 0.000591518 0.00039773 0.000236109 0.000212499 0.000553913 0.00031263 0.000265802 0.000552274 0.000169436 0.000148297 0.000187408 0.000325131 0.000268834 0.000157701 0.000151569 0.000144546 0.000313127 0.000200932 0.000141564 0.000115731 0.000158576 0.000121016 0.000646042 0.000268866 0.000202771 0.000921204 0.000709106 0.000319734 0.00132861
threshold=0.08393500000000001 0.081755000000000008 0.079875000000000015 -0.082054999999999975 -0.088429999999999995 0.10022000000000002 -0.066844999999999988 -0.026084999999999994 -0.019375 -0.15279499999999999 0.084985000000000019 0.087035000000000015 -0.08266999999999998 -0.085164999999999977 0.091180000000000011 -0.082689999999999986 0.11562500000000002 0.013700000000000002 0.088960000000000025 0.082840000000000011 -0.086464999999999986 0.096890000000000018 -0.036024999999999995 0.084555000000000019 0.16540500000000002 -0.010699999999999999 -0.098289999999999975 -0.010424999999999999 -1.0000000180025095e-35 -0.15339499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 5 -5 -7 8 -6 -1 15 13 -13 -12 -14 -9 18 -18 19 20 -11 22 23 -22 25 26 -24 -28 29 -27
right_child=2 -3 -4 4 7 6 -8 10 -10 16 11 12 14 -15 -16 -17 17 -19 -20 -21 21 -23 24 -25 -26 28 27 -29 -30 -31
leaf_value=0.0002656472192029469 -0.0002831000087392186 0.00044042397623284598 -0.00046761524808105266 -0.00042543655169235235 0.00047269423064397024 -0.00015101411792618985 0.00039526340668089694 -0.00036190185180333048 -0.00015999595800001939 -0.00023808130486941082 -7.4677203554615739e-05 -0.0003881798788262088 0.00022858259767564315 0.00039512898766933457 -7.5344610300625821e-05 1.3691874086031352e-05 -0.00046581120723636734 1.7652580415439868e-05 0.00027881983181801982 -0.0002591467717485059 -0.00052658188404798828 0.00028388955586706289 -0.0006173834815074641 0.00025053390927496369 0.00036924487249052619 -7.5412797896399548e-05 -0.00021547485640743011 0.00054217847161150228 8.1398318867378216e-08 0.00088132771862936869
leaf_weight=24 31 31 21 36 37 22 20 21 22 20 21 21 31 29 38 22 21 37 26 21 23 20 28 20 20 47 30 21 2339 21
leaf_count=24 31 31 21 36 37 22 20 21 22 20 21 21 31 29 38 22 21 37 26 21 23 20 28 20 20 47 30 21 2339 21
internal_value=0 6.07349e-06 -4.48818e-05 -1.959e-05 5.93752e-06 -0.000137599 0.000109118 5.22015e-05 0.000236776 1.11953e-06 -7.30607e-06 4.25836e-05 -4.36535e-05 0.00019781 6.12024e-05 -0.000169738 -1.23707e-06 -0.000157395 2.19887e-06 -5.56739e-07 1.54075e-06 3.40624e-06 1.2055e-06 -0.000165133 4.05967e-06 1.12174e-06 -0.000156522 9.65e-05 6.29575e-06 0.000220051
internal_weight=0 2749 372 351 320 78 42 242 59 2718 183 140 90 50 69 43 2694 58 2636 2610 2589 2569 2549 43 2506 2486 79 51 2407 68
internal_count=3121 2749 372 351 320 78 42 242 59 2718 183 140 90 50 69 43 2694 58 2636 2610 2589 2569 2549 43 2506 2486 79 51 2407 68
is_linear=0
shrinkage=0.1


Tree=2342
num_leaves=31
num_cat=0
split_feature=33 9 16 13 11 156 156 13 155 475 475 475 484 1375 3 1375 0 1348 147 2 147 447 0 132 1203 394 15 393 2 2
split_gain=0.000112306 0.000114554 0.00127285 0.000512948 8.58511e-05 0.00039487 0.000370765 0.000304688 0.000225561 0.000112201 0.000155674 0.000155031 0.000945911 0.000488178 0.00127296 0.000471877 0.000360521 0.000153233 0.00020813 0.000748687 0.000144273 0.000176003 0.000231243 0.000111694 0.00243534 0.00122007 0.000367448 0.000137384 0.000121997 0.000598042
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.077799999999999994 0.090070000000000025 0.15608500000000003 0.11538000000000002 0.095120000000000024 0.12509500000000004 -0.10664 -0.091889999999999986 -0.085774999999999976 0.085790000000000019 -0.15308499999999997 0.092670000000000016 -0.090674999999999992 -0.083914999999999976 0.089175000000000018 0.093875000000000014 0.12043500000000001 0.090635000000000007 0.08870500000000002 -0.24955499999999997 -0.083284999999999984 0.089165000000000008 0.11233000000000001 0.091475000000000015 0.098330000000000015 0.083935000000000023 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 8 7 -6 9 -2 -11 12 16 14 -13 -15 -12 18 20 -20 21 22 -17 24 26 27 -24 28 -25 -30
right_child=1 2 -4 -5 6 -7 -8 -9 -10 10 11 13 -14 15 -16 17 -18 -19 19 -21 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.00018938845722943606 -0.000161821029938768 0.00016625841182593088 0.00079444130315096126 -0.00052469684499859188 0.00014792300733259051 -0.00042572622425557876 0.00045088470509323415 -0.00032444367177297616 0.00026783257738814784 0.00026407492650006053 0.0003302059244123046 0.00069533213209069808 -0.00072926764405565345 -0.00046639079201585531 -0.00032166188640985637 0.0003024784792214632 -0.00022996095649432393 0.00021279018167688542 -0.00067329707781027537 0.00014756703819148245 0.00026069869627029957 -0.00029797425461424609 5.9210276231169707e-06 -4.1021995491621e-05 0.0010878695827116081 -0.00075054021355588875 -0.00041368445973830606 0.0002067920212069904 0.00048545832597972967 1.9506505932721094e-06
leaf_weight=31 44 22 20 21 36 22 22 22 31 22 27 32 20 22 20 25 20 33 20 25 21 20 160 670 21 22 24 31 26 1589
leaf_count=31 44 22 20 21 36 22 22 22 31 22 27 32 20 22 20 25 20 33 20 25 21 20 160 670 21 22 24 31 26 1589
internal_value=0 1.90001e-06 0.000135363 -0.000171185 -8.77715e-07 -3.65245e-06 0.000101337 -3.12506e-05 -4.77879e-07 -3.35197e-06 -9.05432e-07 -2.96681e-06 -0.000153269 6.80508e-07 0.000304181 -5.14526e-06 9.1837e-05 -1.36878e-06 -4.03165e-06 -0.000217261 -3.5386e-07 -2.47214e-06 -1.7072e-07 -3.14604e-06 6.76302e-05 -9.35183e-06 -4.88101e-05 -2.31118e-06 -5.14802e-06 9.73468e-06
internal_weight=0 3090 63 43 3027 2947 80 58 2925 2894 2850 2828 67 2761 52 2709 47 2687 2654 45 2609 2588 2568 2543 205 2338 184 2316 2285 1615
internal_count=3121 3090 63 43 3027 2947 80 58 2925 2894 2850 2828 67 2761 52 2709 47 2687 2654 45 2609 2588 2568 2543 205 2338 184 2316 2285 1615
is_linear=0
shrinkage=0.1


Tree=2343
num_leaves=31
num_cat=0
split_feature=33 9 16 0 49 2 120 1 120 1 147 1 16 150 0 46 39 39 39 1454 43 12 158 15 9 15 43 1456 480 403
split_gain=9.09681e-05 9.27885e-05 0.00103101 0.000415918 7.91897e-05 0.000234066 9.7851e-05 0.000142599 0.00036335 0.000352879 0.000123652 0.000552442 0.000219501 0.000329822 0.000205209 0.000141706 0.000157895 0.00015896 0.000146322 0.000152847 0.00033908 0.000250931 0.000206664 0.000196371 0.000491639 0.00043389 0.000998664 0.00024039 0.000675233 0.000603324
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.062294999999999996 -0.23803499999999997 0.10327000000000001 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 0.095485000000000014 0.10781 -0.54165499999999989 1.0000000180025095e-35 -0.24955499999999997 0.084955000000000017 0.11402500000000002 0.10940500000000002 0.10484500000000001 0.096235000000000015 -0.013024999999999998 0.089735000000000023 0.13634500000000002 -0.10203999999999998 -1.0000000180025095e-35 -0.096999999999999989 -0.0095349999999999983 0.091180000000000011 0.086995000000000017 -0.56738999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 7 8 9 10 12 -12 13 -6 -14 16 17 18 19 22 21 -21 23 24 -16 26 -25 29 -29 -27
right_child=1 2 -4 -5 6 -7 -8 -9 -10 -11 11 -13 14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 25 -26 27 -28 28 -30 -31
leaf_value=-0.00017044960545571221 0.0003453869600889448 -0.00048758383432868875 0.00071499717036203946 0.00013594884923962957 2.815613042912446e-05 -0.00010618905309291388 -0.00021789792774056665 0.00025838539135986056 -0.00042790896375663581 0.00041838735400233416 0.00055141263321274888 -0.00016020866217634951 0.00030256670963188466 -0.00044532867915612385 0.00048585248430474447 0.00023788215579164296 -0.00022700066310790137 0.00026414629511154175 -0.00026259169548707592 0.00014525922259152238 -0.00046387831149015412 -0.00029438195721013475 0.0002810775022505998 0.00016069105677161133 3.3790069628114045e-05 -0.00053278200714637267 -0.00073385422892198015 0.00059718417044981231 -0.00011445122479926795 -6.360647402299457e-06
leaf_weight=31 24 20 20 23 31 22 21 21 20 20 20 24 22 28 26 24 32 22 22 37 23 20 26 24 322 22 26 24 30 2094
leaf_count=31 24 20 20 23 31 22 21 21 20 20 20 24 22 28 26 24 32 22 22 37 23 20 26 24 322 22 26 24 30 2094
internal_value=0 1.71001e-06 0.000121827 -0.000154066 -7.89949e-07 0.000129416 -2.79916e-06 -1.27312e-06 -3.12846e-06 -2.18006e-07 -3.10594e-06 0.000163256 -5.66983e-06 -0.000196549 -1.64198e-06 -4.0546e-06 -6.16605e-06 -3.56608e-06 -5.75068e-06 -3.63755e-06 -0.000139778 -9.00084e-06 5.6108e-07 -2.27904e-06 6.75648e-05 -1.32275e-05 -0.000304472 -6.51683e-06 0.000201831 -1.18338e-05
internal_weight=0 3090 63 43 3027 46 2981 2960 2939 2919 2899 44 2855 59 2796 2774 2750 2718 2696 2674 80 57 2594 2568 348 2220 50 2170 54 2116
internal_count=3121 3090 63 43 3027 46 2981 2960 2939 2919 2899 44 2855 59 2796 2774 2750 2718 2696 2674 80 57 2594 2568 348 2220 50 2170 54 2116
is_linear=0
shrinkage=0.1


Tree=2344
num_leaves=31
num_cat=0
split_feature=10 13 9 9 394 132 43 1204 1203 132 15 16 399 130 12 0 12 12 0 2 401 401 1209 42 43 51 43 4 1210 15
split_gain=9.2812e-05 0.000309549 0.000377137 0.000168584 8.34177e-05 0.00178262 0.00215945 0.000100364 0.000166308 9.49006e-05 0.000226353 0.000156467 9.89244e-05 0.000127948 0.000158692 0.000369218 0.000185661 0.000182906 0.000225344 0.000567843 0.0001533 0.000216024 0.000249687 0.000169799 0.000136449 0.000669162 0.000319039 0.00110391 0.000690329 0.000305873
threshold=0.053330000000000009 -0.085584999999999981 0.092890000000000014 0.091600000000000015 0.0041850000000000004 -0.083284999999999984 -0.010344999999999998 0.057120000000000011 -1.0000000180025095e-35 -0.096579999999999985 -0.067579999999999987 -0.092124999999999985 0.088080000000000006 -0.22562499999999999 0.13043000000000002 -0.043914999999999989 0.11734000000000001 0.10742000000000002 -0.063634999999999983 0.10327000000000001 0.13274500000000003 0.11683 -0.092684999999999976 0.12181500000000002 0.084740000000000024 0.081440000000000026 0.055925000000000009 -0.073934999999999987 0.12347000000000001 0.088990000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 7 -6 -7 8 -1 10 11 -10 13 -11 16 -16 17 20 19 -19 21 22 -15 24 26 -26 28 29 -24 -28
right_child=1 2 -4 -5 5 6 -8 -9 9 12 -12 -13 -14 14 15 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00026748075242326389 0.00017741093949734933 -0.00051741829733006081 3.2302359856354699e-05 0.00026131762145087124 0.00083629135719409371 -0.00097126619445837359 0.00034258581215218672 -0.00020157958775234876 -0.00012449530593585222 -0.00025299742817878727 -0.00023396686213215747 0.0002226894839959978 0.00017318610387684948 -0.000333506351782252 0.00045339212450198831 -6.3124764828018898e-05 -0.0002542758114126126 4.4066454200109355e-06 -5.5058217225855007e-05 0.00066029056985247414 -0.00024640558269591284 0.00026440664587426002 -5.8004593619295234e-07 0.00023007310960712212 -1.8670257182523917e-05 -0.00063544720527715978 -0.00032312359861944891 0.00081875647227293714 -0.00059076126388390559 0.00016442330794938422
leaf_weight=23 25 26 24 25 23 22 29 25 25 20 56 27 33 23 25 31 29 33 36 22 26 30 2192 31 146 20 22 21 20 31
leaf_count=23 25 26 24 25 23 22 29 25 25 20 56 27 33 23 25 31 29 33 36 22 26 30 2192 31 146 20 22 21 20 31
internal_value=0 -0.000109898 -0.000253552 2.70596e-06 5.65843e-07 0.00010543 -0.000224174 -2.06733e-06 -3.60346e-07 -2.48534e-06 -9.44621e-05 5.57737e-05 1.07378e-06 -9.85576e-07 8.5527e-07 0.000167463 -2.62349e-06 1.27325e-07 0.000139447 0.00026676 -4.8212e-06 -2.34439e-06 -5.53774e-06 -2.49977e-06 -5.44013e-06 -9.29807e-05 9.16712e-07 0.000205166 -5.91622e-06 -3.79547e-05
internal_weight=0 75 50 3046 3021 74 51 2947 2922 2899 108 52 2791 2758 2738 56 2682 2653 91 55 2562 2536 2506 2483 2452 166 2286 74 2212 53
internal_count=3121 75 50 3046 3021 74 51 2947 2922 2899 108 52 2791 2758 2738 56 2682 2653 91 55 2562 2536 2506 2483 2452 166 2286 74 2212 53
is_linear=0
shrinkage=0.1


Tree=2345
num_leaves=31
num_cat=0
split_feature=14 4 0 52 14 1428 473 471 11 11 1426 1 52 105 33 45 155 475 1372 133 1 475 1427 1419 50 132 130 1209 1209 403
split_gain=9.85419e-05 0.000221222 0.000237013 0.000198377 0.000168006 0.000234093 0.000372056 0.000151674 0.000142033 0.000586182 0.000341281 0.000274353 0.000213385 0.000130043 0.00029109 0.000137166 0.000107471 0.000165558 0.0004289 0.00039377 0.000154528 0.000114666 0.000102009 0.000229838 0.000117461 0.00112027 0.00162723 0.000536808 0.00041253 0.000300621
threshold=-0.41348999999999997 0.51164000000000009 -0.067624999999999977 -0.023194999999999997 -0.23960999999999996 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 0.090070000000000025 0.095720000000000013 -0.068029999999999993 0.11103500000000001 -0.56368999999999991 0.079510000000000011 -1.0000000180025095e-35 0.094030000000000016 0.12016500000000001 -0.086304999999999979 -0.095709999999999976 0.08622500000000001 0.087325000000000014 -0.091889999999999986 0.089335000000000012 0.088135000000000005 0.089465000000000017 -0.083284999999999984 0.006490000000000001 -0.094304999999999986 -0.025744999999999997 0.022375000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6 -7 -8 10 -10 -9 -11 -12 14 -14 16 17 19 -19 20 21 -16 23 24 27 -26 28 -20 -27 -30
right_child=4 2 -4 -5 5 6 7 8 9 11 12 -13 13 -15 15 -17 -18 18 22 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0002703628515952178 0.00020918929747914752 -3.3887443714775144e-05 -0.00052072737322305339 -0.00015049651847220957 -0.00026873254651036408 0.00043304554645146715 -0.00026131313464826568 -0.00036197760178206063 0.00055844193304200533 -0.00024454892438370736 0.00024055770116172281 0.00022037750062405727 0.00034038307657465339 -0.00024908945460559891 -0.00026237327471053941 -0.00022667806543823747 -0.00022551067886524836 -0.00045301518014942606 -0.00051067054543333756 0.00052681930479593576 0.0002162680523470044 7.2194164386019113e-05 0.00018406997454803789 -0.00029162496050250613 0.00067353175491680984 0.00049755332176573577 -0.00087096352777734872 -2.5716881907555945e-06 6.3430711632407239e-05 -0.00024289655306751636
leaf_weight=21 39 20 20 24 32 20 22 26 23 30 37 22 25 21 21 27 21 21 21 20 25 20 30 27 27 20 20 2112 291 36
leaf_count=21 39 20 20 24 32 20 22 26 23 30 37 22 25 21 21 27 21 21 21 20 25 20 30 27 27 20 20 2112 291 36
internal_value=0 -0.000106195 -0.000277307 4.59045e-05 2.97319e-06 2.897e-07 3.19314e-06 2.73943e-07 2.24278e-06 0.00013808 -1.33439e-06 -4.78493e-05 1.98833e-06 -1.18117e-06 7.02356e-07 -2.39805e-06 -1.65176e-07 1.59337e-06 -2.91338e-06 0.000138106 2.03143e-05 -9.91696e-05 7.44564e-07 -1.40883e-06 1.69202e-06 5.18559e-05 6.1195e-06 -7.57407e-06 5.66718e-05 2.97066e-05
internal_weight=0 85 40 45 3036 2997 2965 2945 2923 75 2848 52 2822 2785 2764 2739 2712 2691 2605 86 66 41 2584 2554 2527 394 367 2133 347 327
internal_count=3121 85 40 45 3036 2997 2965 2945 2923 75 2848 52 2822 2785 2764 2739 2712 2691 2605 86 66 41 2584 2554 2527 394 367 2133 347 327
is_linear=0
shrinkage=0.1


Tree=2346
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1209 1209 3 1213 0 0 133 12 1213 403 1213 401 4 401 403 402 1 403 2 4 4 3 130 0 1213 16 52
split_gain=0.000113732 0.000621387 0.000397108 0.000106508 0.000107892 0.000435301 0.000126397 0.000572971 0.000654612 0.000215763 0.000202301 0.000149401 0.000149721 0.000161422 0.000168511 0.000306846 0.000215213 0.000605165 0.000286664 0.000727081 0.00040225 0.000676683 0.000732473 0.000227495 0.00039492 0.000313689 0.000245986 0.000170261 0.000509071 0.0010634
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.14444499999999996 -0.084519999999999984 -0.082334999999999978 0.093235000000000026 -0.086729999999999988 -0.080869999999999984 -0.0097699999999999992 0.094435000000000005 0.065605000000000011 -0.55157999999999985 0.027540000000000002 0.11602000000000001 -0.055319999999999994 1.0000000180025095e-35 -0.028309999999999998 -0.45015499999999992 0.08864000000000001 -0.41825499999999993 0.094095000000000012 -0.079164999999999985 0.25615500000000008 -0.082794999999999994 0.087570000000000023 -0.087794999999999998 -0.088159999999999974 -0.08595499999999999 0.086450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 11 -8 9 -9 -10 12 -6 14 16 -16 18 -18 19 -14 21 22 -20 24 25 -19 -26 28 29 -22
right_child=1 3 -4 4 6 -7 7 8 10 -11 -12 -13 13 -15 15 -17 17 23 20 -21 27 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-1.9215923871692773e-05 0.00054727443095457394 0.00023129296056140447 -0.00042841230202207551 -0.00050526034086942676 -0.00022152276229462587 0.00010557098160331538 0.00044443211958943203 -0.00010625609221668648 0.00041625716427612743 -0.00056519644145737403 2.6737243533716541e-05 -0.00018731046247710259 -0.00069852484448347247 0.00027928887090335289 -0.00042446543858386579 0.00010104503075126559 0.00063127254965365863 -0.00028890965876334737 0.0003790124158383281 0.00013456112673421476 0.00011879249401057938 0.00065338523063110192 -0.00035808855783006247 -0.00020620522585071237 0.0005419541554147145 0.00018208912689050732 0.0001091526139573724 -6.8922495052202448e-07 8.3550608208800758e-05 -0.00087606782114810558
leaf_weight=195 21 20 27 20 30 28 35 21 24 20 30 43 20 21 25 20 20 31 28 22 21 25 26 29 24 26 29 2170 48 22
leaf_count=195 21 20 27 20 30 28 35 21 24 20 30 43 20 21 25 20 20 31 28 22 21 25 26 29 24 26 29 2170 48 22
internal_value=0 5.28259e-06 -6.89831e-05 1.32782e-06 -2.81451e-07 -0.000148942 2.25795e-06 9.85547e-05 -2.88739e-05 -0.000330129 0.000199857 -2.41316e-06 6.01849e-07 3.15794e-06 9.15581e-07 -0.000190905 4.31264e-06 0.000116956 -3.20635e-06 -0.000262146 1.4413e-06 0.000223249 2.41119e-05 4.29532e-05 0.00010864 -7.40681e-05 0.000305138 -6.30873e-06 -0.000140312 -0.000390206
internal_weight=0 2899 222 2878 2858 48 2810 130 95 41 54 2680 2637 2607 2586 45 2541 159 2382 42 2340 79 54 139 110 57 53 2261 91 43
internal_count=3121 2899 222 2878 2858 48 2810 130 95 41 54 2680 2637 2607 2586 45 2541 159 2382 42 2340 79 54 139 110 57 53 2261 91 43
is_linear=0
shrinkage=0.1


Tree=2347
num_leaves=31
num_cat=0
split_feature=132 393 1203 1429 472 471 1446 481 1427 131 1427 480 160 133 52 403 12 2 403 154 157 42 130 52 42 402 15 1210 1428 14
split_gain=9.2123e-05 0.000515841 0.000321658 8.96058e-05 0.000271547 0.000121191 0.000182595 0.000240109 0.000161121 0.000271901 0.000180555 0.000121045 0.000412221 0.000954454 0.0004618 0.000338111 0.000329767 0.000437222 0.000252732 0.000149485 0.000154787 0.00012871 0.000243688 0.000338958 0.000165407 0.000146853 0.000293834 0.000199733 0.000120106 0.000164026
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 -0.23752499999999996 -0.19476999999999997 0.10338500000000002 0.11353000000000001 -0.051484999999999996 0.088755000000000014 0.090495000000000006 0.08486500000000001 0.086995000000000017 -0.025879999999999997 0.089595000000000022 -0.0064899999999999992 -0.5492149999999999 0.09364500000000002 0.09167500000000002 -0.53762499999999991 1.0000000180025095e-35 0.42235000000000006 0.12074000000000001 -0.22699999999999995 0.11008000000000001 0.11649000000000002 -0.45454999999999995 0.088990000000000014 0.11446500000000001 0.090025000000000008 -0.41348999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 6 8 -8 10 -10 11 15 14 -14 -13 -6 17 -16 -17 20 21 24 -23 -24 25 26 -20 28 29 -27
right_child=1 -3 -4 4 5 -7 7 -9 9 -11 -12 12 13 -15 16 18 -18 -19 19 -21 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-1.7294329821500773e-05 -0.00020977920394216198 0.00049857544612937749 -0.00038557110976263949 0.00030190227194301167 0.00030463794166427907 -0.0002291588750465409 0.00043667926041631621 -3.6055397608184387e-05 -0.0003846206784601236 9.8140209447592508e-05 0.00030070823413552716 0.00046779287809840759 -3.6978043424777498e-07 -0.00083657176222740905 2.8936191494508153e-05 -0.00029863445875629889 0.00021614757299955403 -0.00052853206289000816 -6.9970653269344689e-05 0.0002630050918510692 -0.000251541214917476 -0.00017087383628519172 5.0264051998394778e-05 0.0004939201254343901 -0.0002053212384896305 -0.00018646434041019429 0.00045298391989836962 -0.00028807473572669553 -0.00020020063003075534 8.5892786429809136e-06
leaf_weight=195 20 21 27 30 37 23 22 21 28 20 20 20 39 21 34 28 28 24 22 22 24 23 51 26 39 44 21 24 29 2138
leaf_count=195 20 21 27 30 37 23 22 21 28 20 20 20 39 21 34 28 28 24 22 22 24 23 51 26 39 44 21 24 29 2138
internal_value=0 4.75432e-06 -6.20847e-05 1.15104e-06 2.62711e-06 -5.47664e-07 1.32687e-06 0.000205809 -1.8566e-06 -0.00018347 1.35544e-06 -8.6693e-07 -8.35866e-05 -0.00029304 3.49722e-05 4.56482e-06 -6.56838e-05 -0.00020174 1.07693e-07 3.50387e-06 1.16506e-06 3.67435e-06 0.000114753 0.00020007 -1.11972e-06 2.37627e-06 0.000185426 -1.14549e-06 1.96908e-06 4.65603e-06
internal_weight=0 2899 222 2878 2858 2828 2805 43 2762 48 2714 2694 166 60 106 2528 86 58 2491 2463 2441 2417 100 77 2317 2278 43 2235 2211 2182
internal_count=3121 2899 222 2878 2858 2828 2805 43 2762 48 2714 2694 166 60 106 2528 86 58 2491 2463 2441 2417 100 77 2317 2278 43 2235 2211 2182
is_linear=0
shrinkage=0.1


Tree=2348
num_leaves=31
num_cat=0
split_feature=12 130 12 15 148 0 132 1203 1185 15 2 132 2 132 16 1208 1208 403 3 403 1209 401 1212 402 52 403 3 402 1185 1185
split_gain=9.05756e-05 0.000337265 0.000176301 0.000261503 0.000164706 0.000125535 9.62575e-05 0.00209346 0.00119002 0.000224247 0.00011886 0.000120552 0.000146493 0.000104118 0.000100608 8.85931e-05 0.000240358 0.000184007 0.00103488 0.000363713 0.000120424 0.00043076 0.000121104 0.000387144 0.000346091 0.000578271 0.000277764 0.000224828 0.000133962 0.000285167
threshold=0.23631000000000002 -0.22562499999999999 0.12757000000000002 -0.068899999999999975 0.10090000000000002 -0.046359999999999991 -0.083284999999999984 0.089165000000000008 -0.087384999999999977 0.091475000000000015 0.10497000000000002 -0.26625499999999996 0.085235000000000019 -0.050879999999999988 -0.085254999999999984 0.11846000000000001 0.106285 -0.53960999999999981 -0.085709999999999995 -0.52800499999999995 -0.069599999999999981 0.10192000000000001 -0.089544999999999986 0.13775000000000001 0.086275000000000004 0.49982500000000007 -0.080884999999999985 0.11353000000000001 0.085905000000000009 0.090595000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -5 7 9 -8 10 11 -3 14 -10 -13 16 17 18 -15 -19 21 -21 24 27 25 -22 -26 28 -24 -30
right_child=-2 2 3 5 -6 -7 8 -9 13 -11 -12 12 -14 15 -16 -17 -18 19 -20 20 22 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.00036727863177657129 -0.00019771313072060762 -0.00022775347102391868 -0.00045519609952212448 -0.0002043299862998538 0.00026287874691964438 0.0001418328599336085 -0.00077356871392112228 0.00096460355460927221 0.00019975487011834048 -0.00033332658385916148 0.00019021713101560287 6.6054500754997968e-06 0.00014109576780659458 -0.00035975609508485918 -0.00026784163734315704 0.00018997946099261754 -0.00030558594875261546 -0.00039143305220932237 0.00051550595414093031 0.00051504448128980584 0.0005894443282159046 -7.3099432682449168e-05 -1.1116940522068499e-05 -0.00044612770536332389 -0.00035329308897337838 -2.4237303980900085e-05 0.00015626495049218648 0.00027737514012967171 0.00039384986320510509 -7.9168192678480415e-05
leaf_weight=25 23 28 21 20 24 22 20 23 26 24 26 34 45 22 22 24 26 24 35 20 28 33 2350 20 23 34 20 28 25 26
leaf_count=25 23 28 21 20 24 22 20 23 26 24 26 34 45 22 22 24 26 24 35 20 28 33 2350 20 23 34 20 28 25 26
internal_value=0 1.46785e-06 -1.50816e-06 -0.00016707 1.95708e-06 -2.30066e-05 -1.40077e-07 6.65147e-05 -4.97638e-06 -4.88822e-05 -4.83918e-06 -4.41529e-05 6.74633e-06 5.8507e-07 -0.000101213 -1.30624e-06 -2.99779e-06 -7.09697e-08 0.000177686 -3.92202e-06 -3.54602e-07 0.000148842 -3.45069e-06 -7.95957e-06 0.000101714 0.000252909 -0.000116289 -4.35176e-06 -7.63721e-06 0.000152703
internal_weight=0 3098 3073 63 3010 42 2986 202 2784 179 155 129 101 2764 56 2738 2714 2688 57 2631 2607 53 2554 2449 105 62 43 2429 2401 51
internal_count=3121 3098 3073 63 3010 42 2986 202 2784 179 155 129 101 2764 56 2738 2714 2688 57 2631 2607 53 2554 2449 105 62 43 2429 2401 51
is_linear=0
shrinkage=0.1


Tree=2349
num_leaves=31
num_cat=0
split_feature=474 474 1375 133 474 12 472 13 13 1 2 157 15 474 472 153 155 1 1428 157 1373 48 1375 150 1348 447 147 1348 0 150
split_gain=8.5137e-05 0.000530651 0.000378955 0.000216019 0.000310545 0.000789542 0.000253029 0.000288489 0.000418336 0.000332122 0.000370362 0.00023015 0.000475443 0.000195746 0.000129516 0.000120433 0.000117444 0.000310415 0.000309365 0.00011338 0.000101652 0.000484248 0.000359531 0.000120631 0.000244217 0.000242568 0.000402778 0.000307229 0.000182011 0.000158021
threshold=0.08393500000000001 0.081755000000000008 -0.090674999999999992 0.085355000000000014 0.08708500000000001 0.085250000000000006 -0.078554999999999986 -0.085669999999999982 -0.080344999999999986 0.10205500000000002 0.089885000000000007 -0.06482499999999998 -0.022504999999999997 0.087035000000000015 -0.15279499999999999 0.082840000000000011 0.11562500000000002 0.103565 -0.018864999999999996 -0.078064999999999982 1.0000000180025095e-35 0.094195000000000015 -0.42089999999999994 0.12558000000000002 -0.047944999999999995 0.089595000000000022 0.094705000000000011 0.088590000000000016 -0.24955499999999997 0.098740000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -2 4 5 -4 19 -8 -9 10 -10 12 -5 -14 -1 16 18 -18 -16 -6 22 -22 -20 24 -24 26 28 -27 -26 -30
right_child=2 -3 3 11 6 -7 7 8 9 -11 -12 -13 13 -15 15 -17 17 -19 20 -21 21 -23 23 -25 25 27 -28 -29 29 -31
leaf_value=0.00023265934069058858 -0.00045753323633800308 0.00041747257048207814 4.7421910026709417e-05 0.00052411706559583903 -0.00040711052218284755 -0.00076372025318310736 -0.00020804655442214641 0.00051508664804383777 0.00010091471090813034 0.00025801572483032944 -0.00044737239235969765 -0.00018132994382176549 0.00021439352111580473 -0.00012537125745812097 0.00034756212284824312 -0.0002336900956420736 -0.00039557743553954289 7.2956532746883891e-05 -0.00040441934496894565 -7.0390576220233931e-05 -0.00013860376348020508 0.00048066060604153038 -0.00034906548753497194 0.00018333972693653779 0.0002753768409699357 2.6067959529777563e-06 -0.00042846811318833554 0.00052393133693840355 1.9838709645352955e-06 -0.00019847576128086076
leaf_weight=24 21 31 28 26 20 21 34 22 28 36 22 25 30 39 26 22 26 31 22 20 28 23 20 36 24 26 22 20 2328 40
leaf_count=24 21 31 28 26 20 21 34 22 28 36 22 25 30 39 26 22 26 31 22 20 28 23 20 36 24 26 22 20 2328 40
internal_value=0 6.0757e-06 -4.48981e-05 -2.02106e-05 -7.67534e-05 -0.00030021 -1.65918e-05 4.59881e-05 0.000125962 2.64184e-05 -0.000140332 8.86343e-05 0.000159678 2.23526e-05 1.38354e-06 -6.76828e-07 1.24169e-06 -0.000140761 4.33697e-06 -0.000238751 8.90133e-07 0.000140672 -1.91873e-06 1.60075e-06 -1.03739e-06 1.7921e-06 -2.5426e-06 0.00022927 1.37478e-06 -1.40227e-06
internal_weight=0 2749 372 351 231 49 182 142 108 86 50 120 95 69 2718 2694 2672 57 2615 40 2589 51 2538 2516 2480 2460 2414 46 2392 2368
internal_count=3121 2749 372 351 231 49 182 142 108 86 50 120 95 69 2718 2694 2672 57 2615 40 2589 51 2538 2516 2480 2460 2414 46 2392 2368
is_linear=0
shrinkage=0.1


Tree=2350
num_leaves=31
num_cat=0
split_feature=33 34 9 9 97 30 2 374 120 40 39 15 42 12 12 3 3 2 42 128 47 15 50 52 52 52 13 13 15 43
split_gain=8.31833e-05 8.52246e-05 0.000156312 0.000497436 8.9344e-05 0.000258799 0.000119079 8.52859e-05 8.86437e-05 0.000206226 0.000102908 0.000101945 0.000103624 0.000299518 0.000698084 0.000637071 0.000598447 0.000324222 0.000132618 0.000142214 0.000546723 0.000259919 0.00016532 0.000140486 0.00117768 0.000463262 0.000447583 0.000450297 0.00124392 0.000293616
threshold=-0.009184999999999997 -0.112215 0.088235000000000022 0.099965000000000012 -0.086464999999999986 0.096890000000000018 -0.045829999999999989 0.092550000000000007 0.090440000000000006 -0.24134999999999998 0.13507500000000003 0.23208000000000004 -0.11466499999999999 0.085250000000000006 0.089300000000000004 -0.092644999999999991 -0.094874999999999987 0.087195000000000009 -0.10071499999999999 0.085185000000000025 0.10323000000000002 0.087485000000000021 0.09227500000000001 0.096795000000000006 0.10160000000000001 0.10611000000000001 -0.097224999999999992 -0.085669999999999982 -0.03241999999999999 -0.082689999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 -6 8 9 -8 11 12 13 17 15 -15 -16 -11 -14 23 21 -21 -23 -20 -25 -26 -27 28 -28 -29
right_child=1 2 3 -5 5 -7 7 -9 -10 10 -12 -13 18 14 16 -17 -18 -19 19 20 -22 22 -24 24 25 26 27 29 -30 -31
leaf_value=-0.0001629932422093266 -0.00019448372946829877 -0.00020070741177484957 0.00055072775548545738 -7.9619138259365556e-05 -0.00020991022357958611 0.00036007108872581744 0.00032099780917633331 0.00019286830818442547 -0.00021025769885454792 0.00059486715943421595 -0.0002272720288601704 0.00022533432876116423 -0.00018881275576019947 -0.00073990811040857817 0.00048891765184111359 4.8699707951441057e-05 -0.00012296049488565673 5.9318720552535244e-05 1.3673227659759079e-05 -0.00056038328475551682 0.00032578476183559924 1.7343360183682914e-05 -0.00033900593562461644 -0.00067515569088365214 0.00033159801780523082 0.00022282782951675722 1.0349243148950683e-05 0.00015481212387487793 -0.00090453108315831875 -7.1849148354836319e-05
leaf_weight=31 22 22 21 31 27 20 20 23 20 20 20 20 39 20 33 21 31 26 2007 20 21 30 23 28 37 59 42 71 23 293
leaf_count=31 22 22 21 31 27 20 20 23 20 20 20 20 39 20 33 21 31 26 2007 20 21 30 23 28 37 59 42 71 23 293
internal_value=0 1.63521e-06 3.04154e-06 0.000174944 7.76998e-08 1.55307e-06 -8.57941e-07 1.05737e-06 -4.51406e-07 9.93541e-07 -1.22563e-06 3.52908e-07 -1.22924e-06 7.93819e-05 -1.38377e-05 -0.000335987 0.000192539 0.000292166 -5.74921e-06 -3.05913e-06 -0.000123862 -0.000253212 -0.000137299 1.3766e-06 -4.32515e-05 -9.54994e-06 -3.54157e-05 -7.09317e-05 -0.000313378 -2.76377e-05
internal_weight=0 3090 3068 52 3016 2994 2974 2947 2924 2904 2884 2864 2844 151 105 41 64 46 2693 2654 94 73 53 2560 553 525 488 429 65 364
internal_count=3121 3090 3068 52 3016 2994 2974 2947 2924 2904 2884 2864 2844 151 105 41 64 46 2693 2654 94 73 53 2560 553 525 488 429 65 364
is_linear=0
shrinkage=0.1


Tree=2351
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 3 1209 10 43 9 11 9 2 42 133 12 13 52 12 128 47 0 12 15 132 13 400 12 52 2 1456 12
split_gain=8.51259e-05 0.00020339 0.00011352 0.000940713 0.000119902 8.5979e-05 0.000353652 0.000299801 0.000143916 0.000165917 0.000231814 9.35663e-05 0.000304884 0.000336179 0.000541014 0.000404046 0.000450298 0.000135413 0.000362916 0.000264349 0.000357606 0.000133762 0.000876536 0.00277255 0.00177309 0.000413313 0.000689095 0.000910256 0.00076609 0.000949864
threshold=0.11846000000000001 0.10383000000000002 -0.087714999999999987 -0.082334999999999978 -0.074484999999999982 0.053330000000000009 -0.074974999999999986 0.094575000000000006 -1.0000000180025095e-35 0.088235000000000022 -0.080614999999999978 -0.11466499999999999 0.091935000000000003 0.089300000000000004 0.056795000000000005 0.086965000000000015 0.084795000000000023 0.085185000000000025 0.10323000000000002 -0.077259999999999981 0.090345000000000023 0.085935000000000025 -0.083284999999999984 -0.01163 -0.082199999999999981 0.083715000000000026 -0.011499999999999998 0.08734500000000002 0.085790000000000019 0.08598500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 8 -7 -8 -6 10 -10 12 13 15 -15 16 -12 21 19 20 -19 -13 23 -23 -24 -26 27 -27 29 -28
right_child=-2 -3 4 -5 5 6 7 -9 9 -11 11 17 -14 14 -16 -17 -18 18 -20 -21 -22 22 24 -25 25 26 28 -29 -30 -31
leaf_value=0.00065565543204900768 0.0001801886940554071 -0.00025231659515156935 -0.00017552451552966467 -0.00023674059344490095 0.00024258733051829042 0.00013370555331194362 -0.0005663905569928743 -2.5406927452422682e-05 0.00034353340198094883 -0.00021478115975956565 6.9655011471835536e-05 -1.1805145480785352e-05 -0.0002691595103401183 0.00069435527750655367 4.4909605665076211e-05 0.00034712608228437605 -0.00050470454318981086 -0.00062527934836301331 0.00024413177333454687 6.3190401245568262e-05 -0.00011463799114608264 0.0013308117429551205 -0.00079763291152910561 -0.00031434496860518785 -0.0001633946515473171 0.00095327852701302621 0.00057136960984540308 8.7969966367499217e-05 -0.00048722869318086078 2.9047025563024071e-05
leaf_weight=21 26 32 39 27 25 34 21 20 20 35 39 1881 22 23 29 25 21 24 22 24 32 20 26 21 82 20 35 31 26 418
leaf_count=21 26 32 39 27 25 34 21 20 20 35 39 1881 22 23 29 25 21 24 22 24 32 20 26 21 82 20 35 31 26 418
internal_value=0 -1.5137e-06 1.10651e-06 0.000153683 -1.32256e-06 9.60327e-07 -0.000104751 -0.000302496 3.69331e-06 1.61669e-06 4.28263e-06 1.87745e-06 7.63959e-05 0.000131887 0.000332164 9.36355e-06 -0.000131371 -2.5735e-06 -0.000115565 -0.000214482 -0.000333484 1.92851e-06 3.99742e-05 0.000488171 1.11716e-05 4.55326e-05 7.78571e-05 0.000427307 4.06506e-05 7.09483e-05
internal_weight=0 3095 3063 48 3015 2976 75 41 2901 2876 2841 2821 159 137 52 85 60 2662 102 80 56 2560 679 41 638 612 530 51 479 453
internal_count=3121 3095 3063 48 3015 2976 75 41 2901 2876 2841 2821 159 137 52 85 60 2662 102 80 56 2560 679 41 638 612 530 51 479 453
is_linear=0
shrinkage=0.1


Tree=2352
num_leaves=31
num_cat=0
split_feature=132 1203 394 130 130 0 51 13 13 4 1374 0 15 4 0 16 0 12 1 2 48 43 51 43 43 133 34 403 1208 1209
split_gain=9.43958e-05 0.000444463 0.000439754 9.72123e-05 0.00027939 0.000349519 9.38899e-05 0.000368542 0.000258591 0.000252494 0.000247471 0.000221602 0.000271694 0.00047577 0.00040323 0.000641392 0.00043168 0.000411335 0.000459366 0.000210584 0.000536432 0.000201855 0.000162829 0.00014325 0.000404834 0.000932712 0.000366527 0.000325421 0.000687939 0.000764749
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 -0.22699999999999995 -0.093639999999999987 -0.084804999999999978 0.082455000000000014 0.10002500000000002 0.0061450000000000003 0.033845000000000007 -0.035729999999999991 -0.097024999999999986 -0.086254999999999984 -0.0047449999999999992 -0.083804999999999977 -0.082179999999999989 -0.075684999999999988 0.096075000000000008 0.088340000000000016 0.086675000000000016 0.08955500000000001 -0.04652499999999999 0.045645000000000005 -0.036954999999999995 -0.023869999999999995 0.11524500000000001 -0.057544999999999992 -0.54856499999999986 0.10233500000000001 -0.051604999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 22 8 9 10 -8 19 13 -13 -14 -16 -17 18 -18 -12 -21 -11 23 27 25 -25 -26 -6 29 -29
right_child=2 -3 -4 4 6 -7 7 -9 -10 21 11 12 14 -15 15 16 17 -19 -20 20 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-1.7956276964728853e-05 -0.00020342228716522777 -0.0005128383014766769 0.00045013479430053852 -2.278101940949758e-05 -0.00037908851249644966 0.00056133996404241773 0.00038736497821367311 0.00040732998391971572 -0.00025860881188794247 2.9574397340184082e-05 -0.00035685739950911907 0.00059258986519934199 -0.00031502542146232112 4.0504878632271212e-05 0.00062417906636255802 -0.00031482760348202038 -0.00039175308705694081 0.00052266467966546773 0.00019771196761538681 0.00033815959409198349 -0.00025508977888551144 -0.00041970887114075597 -0.00023997704546976215 0.00067919910309553549 0.0004315775194663729 -0.00020242460498896741 -5.3882323163505461e-07 -0.00064560151891782883 0.00049759910382272206 -2.1951708848829369e-05
leaf_weight=196 23 20 22 21 26 20 23 26 31 20 22 27 28 37 20 30 20 20 39 27 35 20 30 28 20 21 1059 20 25 1165
leaf_count=196 23 20 22 21 26 20 23 26 31 20 22 27 28 37 20 30 20 20 39 27 35 20 30 28 20 21 1059 20 25 1165
internal_value=0 -6.37787e-05 4.74224e-06 1.34347e-06 2.99019e-06 0.000262156 -7.79159e-07 4.2535e-05 1.87639e-05 4.21295e-05 7.10559e-05 4.72031e-05 9.97541e-05 0.000273416 2.8962e-05 0.000103626 8.11166e-06 0.000130747 -2.10669e-06 -9.10559e-05 3.26075e-06 -0.000195067 -8.46859e-06 -5.53067e-06 2.02372e-05 0.00030136 7.47075e-06 -2.9047e-05 -2.15254e-05 -3.24774e-05
internal_weight=0 216 2905 2883 2860 41 2819 425 399 368 328 305 221 64 157 129 109 79 59 84 62 40 2394 2364 1128 49 1079 1236 1210 1185
internal_count=3121 216 2905 2883 2860 41 2819 425 399 368 328 305 221 64 157 129 109 79 59 84 62 40 2394 2364 1128 49 1079 1236 1210 1185
is_linear=0
shrinkage=0.1


Tree=2353
num_leaves=31
num_cat=0
split_feature=12 130 12 0 142 11 33 9 1 9 1 2 2 46 45 376 124 47 47 128 47 15 15 132 2 399 0 0 1 34
split_gain=9.20476e-05 0.000276485 0.000151306 0.000248999 0.0001594 0.00016188 0.000134637 0.000127663 0.00174318 0.000516461 0.000114297 0.000111313 0.000215767 0.000150474 0.000242943 0.000151592 0.000132607 0.000128963 0.000220759 0.000229998 0.000206227 0.00021737 0.000259498 0.000188287 0.00277821 0.00117614 0.00041375 0.000433128 0.000188723 0.000232506
threshold=0.23631000000000002 -0.22562499999999999 0.12757000000000002 -0.04917499999999999 -0.057499999999999989 -0.014494999999999999 -0.044254999999999996 0.037245000000000007 0.093400000000000025 0.093320000000000014 0.15799000000000005 0.14122000000000004 0.14753000000000002 0.10253500000000002 0.081955000000000014 0.089985000000000023 0.098110000000000017 0.10843500000000002 0.10648500000000001 0.11787500000000002 0.11328000000000001 -0.12563999999999997 -0.066844999999999988 -0.083284999999999984 0.083795000000000022 0.091580000000000009 -0.073309999999999986 -0.081784999999999983 0.13820500000000002 -0.085114999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -7 10 -9 -10 11 13 -13 14 15 16 17 18 19 23 -19 -22 -23 24 -8 28 27 -26 29 -25
right_child=-2 2 3 -5 5 6 7 8 9 -11 -12 12 -14 -15 -16 -17 -18 20 -20 -21 21 22 -24 25 26 -27 -28 -29 -30 -31
leaf_value=0.00033269171640858987 -0.000199313241350667 0.0002642445848323405 4.1082726966124028e-05 -0.00035657813141663232 -0.00027028266657990488 0.00026056322967633606 0.0011853784768997382 -0.00092697130050510177 0.00056913823646027601 -7.1276125257046421e-05 -0.00022348947743673557 0.00035706754379834118 2.0352306055941317e-05 -0.00026504940514790915 0.00034247876083966168 -0.00024407186679309235 0.00025985107364249414 -0.00033173500379579592 0.00031463607497837233 -0.00027181723024114038 0.00022594214184209704 -0.00036009675445880193 3.7263779432534999e-05 0.00031983358139768829 -2.2964640408384152e-05 -0.0006125819320591438 0.0003814455723841093 -0.00050089882842376421 -0.00029830101237166679 6.9208578953763667e-06
leaf_weight=25 23 23 32 31 22 20 21 20 20 34 22 26 71 21 21 25 20 29 23 30 25 27 42 24 108 31 20 23 20 2242
leaf_count=25 23 23 32 31 22 20 21 20 20 34 22 26 71 21 21 25 20 29 23 30 25 27 42 24 108 31 20 23 20 2242
internal_value=0 1.47973e-06 -1.2148e-06 -0.000154592 1.99541e-06 -2.39133e-08 1.98138e-06 2.25306e-07 -0.00012946 0.000165914 3.56795e-06 5.32129e-06 0.000110606 1.61031e-06 3.66079e-06 1.03526e-06 3.31745e-06 1.39224e-06 6.23117e-06 3.41524e-06 -9.86122e-05 -2.66913e-05 -0.000118225 6.73263e-06 0.00010768 -7.6111e-07 -4.21983e-05 -0.000106877 7.53567e-06 1.0235e-05
internal_weight=0 3098 3073 63 3010 2987 2965 2945 74 54 2871 2849 97 2752 2731 2710 2685 2665 2542 2519 123 94 69 2489 172 2317 151 131 2286 2266
internal_count=3121 3098 3073 63 3010 2987 2965 2945 74 54 2871 2849 97 2752 2731 2710 2685 2665 2542 2519 123 94 69 2489 172 2317 151 131 2286 2266
is_linear=0
shrinkage=0.1


Tree=2354
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 10 2 40 121 33 10 10 31 43 44 0 16 1375 1375 151 0 16 1447 403 130 150 16 133 133 0 160
split_gain=9.78102e-05 0.000598497 0.000352527 9.83409e-05 0.000196202 0.000270247 0.000227811 0.000242805 0.000130294 0.000128666 0.000402836 0.000103395 0.000424872 0.000106731 0.00021625 0.000174485 0.000565152 0.000459567 0.000456828 0.000350135 0.000645738 0.000292707 0.000757607 0.000353386 0.000267054 0.000219198 0.000490279 0.000487773 0.000386395 0.000377636
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 -0.081149999999999986 -0.009184999999999997 -0.086389999999999981 -0.012054999999999998 -1.0000000180025095e-35 -0.081779999999999978 0.10049500000000001 -0.26609999999999995 -0.010699999999999999 -0.15308499999999997 -0.15308499999999997 -0.5145249999999999 -0.010949999999999998 -0.42170999999999997 -0.085684999999999997 -0.42244999999999994 0.10433000000000002 0.10545000000000002 0.26799500000000004 0.085355000000000014 0.076280000000000014 0.062580000000000011 -0.089549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -6 -8 -9 -10 -11 12 -12 14 -13 17 -17 -16 -19 -20 -21 -18 -23 24 25 26 27 28 -24 -28
right_child=1 3 -4 4 6 -7 7 8 9 10 11 13 -14 -15 15 16 21 18 19 20 -22 22 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-1.7081979305471461e-05 0.00053681434947066013 -0.00021995469971443525 -0.00040262563751538341 -3.0804351886867415e-05 -0.00032873216855694497 0.00048282222065608953 0.00032543965903839662 -0.00020808771912318963 -0.00018635663258868994 0.00039567366556394307 0.00010575356056255386 0.00032447184535807803 -0.00048486245214007795 -0.00019874886616330167 0.00038130982529505021 -0.00050975480589841025 0.00026127261085599052 -0.00045995486754691229 1.123147711049776e-05 -9.0406876426703971e-05 0.00055639020887831452 -0.00063817385562288116 -8.4557650236617815e-05 0.00038945154478174768 0.00023395149083195351 2.9444394218714904e-05 0.00031347122719688788 -0.00062829415808664637 -0.00046733415488390542 -2.1978127366680555e-05
leaf_weight=195 21 20 27 21 21 20 23 30 36 26 29 21 21 26 35 24 36 20 1463 29 33 20 291 21 38 316 42 20 29 167
leaf_count=195 21 20 27 21 21 20 23 30 36 26 29 21 21 26 35 24 36 20 1463 29 33 20 291 21 38 316 42 20 29 167
internal_value=0 4.89889e-06 -6.39724e-05 1.01764e-06 2.56399e-06 0.000219745 -5.96975e-07 1.86756e-06 -8.16234e-07 1.45068e-06 3.9483e-06 1.49399e-07 -0.000142305 2.85663e-06 4.86882e-06 2.27142e-06 -3.03268e-05 2.29857e-05 1.48684e-05 2.10956e-05 0.000253856 -1.85857e-05 -2.92583e-05 -1.60783e-05 -2.55092e-05 -3.69075e-05 -7.50991e-05 -0.000149191 -0.000119247 4.54327e-05
internal_weight=0 2899 222 2878 2858 41 2817 2796 2773 2743 2707 2681 50 2631 2605 2584 1004 1580 1545 1525 62 980 944 924 903 865 549 340 320 209
internal_count=3121 2899 222 2878 2858 41 2817 2796 2773 2743 2707 2681 50 2631 2605 2584 1004 1580 1545 1525 62 980 944 924 903 865 549 340 320 209
is_linear=0
shrinkage=0.1


Tree=2355
num_leaves=31
num_cat=0
split_feature=1204 1185 1186 1209 1209 1209 1209 1210 3 3 3 16 1429 157 51 472 2 16 2 43 403 14 0 1 12 0 0 0 13 0
split_gain=8.6716e-05 0.000165568 0.000196619 8.48274e-05 8.53942e-05 0.00015026 0.000225784 0.000104056 8.09612e-05 0.000493962 0.000284283 0.000203958 0.000235021 0.000268818 0.000463416 0.000397901 0.000248929 0.000382175 0.000378659 0.000469373 0.00025278 0.000339602 0.000514289 0.000279004 0.000319988 0.000290671 0.000272127 0.000203053 0.000590534 0.000231376
threshold=0.053645000000000005 -0.10973499999999999 -0.092084999999999986 -0.14444499999999996 -0.089214999999999989 -0.077594999999999983 -0.038154999999999994 -0.38516499999999992 -0.094299999999999981 -0.096099999999999977 -0.091869999999999993 0.63636000000000015 0.088275000000000006 -0.051074999999999988 -0.057604999999999996 -0.0062899999999999996 0.11548000000000001 -0.11676499999999999 0.10005000000000001 -0.11180499999999999 0.07955000000000001 0.081185000000000021 -0.0058249999999999994 0.078340000000000007 0.096295000000000019 -0.082974999999999979 0.12500000000000003 0.10455500000000001 -0.055129999999999992 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 9 11 -10 12 13 14 -9 -15 18 -18 20 -20 21 22 23 25 -25 -17 -24 29 -29 -12
right_child=-2 2 3 4 5 6 7 8 10 -11 27 -13 -14 15 -16 16 17 -19 19 -21 -22 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00028843165258876982 0.00016919655754463748 0.00025937662144785684 0.00020302271439504697 -0.00018064838001952957 0.00019299616314805092 -0.00030382892675697804 0.00020983680493056613 -3.8182158095878553e-05 -0.00025768095833684682 0.0003948656605955746 -6.9660359078836474e-06 -0.00029895318733733371 -0.00026117319710985092 -0.0004284835777070839 0.00050431832909629104 0.00037423222074134941 3.1341798280158803e-05 -0.00051386170685873377 -8.3123002841603021e-05 0.00052416045883936545 -0.00021702142708818428 -0.00030358854685049591 0.00066528731050701558 -0.00038912205686913163 6.9503263864589834e-05 -2.3710345154136627e-05 0.0001562008941878698 -0.00062832130926835815 6.4360793521700551e-05 0.00021053831448080017
leaf_weight=20 30 29 20 27 39 25 23 32 46 35 2240 21 28 20 31 31 36 20 20 35 40 23 21 29 32 45 21 20 32 50
leaf_count=20 30 29 20 27 39 25 23 32 46 35 2240 21 28 20 31 31 36 20 20 35 40 23 21 29 32 45 21 20 32 50
internal_value=0 -1.64216e-06 2.25567e-07 -2.24497e-06 -3.60346e-06 -2.0074e-06 -4.58018e-06 -2.02773e-06 -3.70341e-06 3.20532e-05 -1.14896e-05 5.8709e-06 1.96668e-05 3.77024e-05 0.000228763 5.4322e-06 3.00167e-05 -0.000163374 6.64809e-05 0.00030333 1.26515e-05 5.81313e-05 0.000104609 1.07577e-05 -0.000148532 0.000138608 0.000410744 -6.65409e-06 -0.000202055 -2.21703e-06
internal_weight=0 3091 3071 3042 3022 2995 2956 2931 2908 520 2388 485 464 436 63 373 353 56 297 55 242 202 179 137 61 76 42 2342 52 2290
internal_count=3121 3091 3071 3042 3022 2995 2956 2931 2908 520 2388 485 464 436 63 373 353 56 297 55 242 202 179 137 61 76 42 2342 52 2290
is_linear=0
shrinkage=0.1


Tree=2356
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 155 16 2 155 11 8 13 33 1 120 2 0 0 1208 401 12 12 3 0 133 42 12 3 12 160 482
split_gain=8.08155e-05 0.000487826 0.000272739 8.6235e-05 0.00020811 0.000142579 0.000339828 0.000202169 0.000119097 0.000131378 0.000279882 0.00016752 0.000121634 0.000284616 0.000247438 0.00012729 0.000545688 0.000502613 0.000315709 0.00035813 0.000350871 0.000603314 0.000372044 0.000571726 0.000359927 0.000371169 0.000805406 0.000531288 0.000314549 0.000339447
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.14721000000000004 0.62925500000000012 0.11067500000000001 0.12509500000000004 0.10553000000000001 0.080475000000000005 -0.039649999999999998 -0.018454999999999996 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 -0.070889999999999995 -0.070154999999999981 0.10233500000000001 -0.078179999999999986 0.12757000000000002 0.10866500000000003 -0.065229999999999996 -0.067094999999999988 0.092470000000000011 0.11326500000000002 0.099815000000000015 -0.071329999999999991 0.096525000000000014 0.10396000000000001 0.081345000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 7 -7 8 9 11 -11 -5 13 14 15 17 -17 -13 -18 20 22 -22 23 -20 25 27 -27 28 29 -24
right_child=1 3 -4 4 -6 6 -8 -9 -10 10 -12 12 -14 -15 -16 16 18 -19 19 -21 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.6905670728682218e-05 0.00048467718325333583 -0.0002059758926043287 -0.00035602386582198693 0.00028299123902494709 0.0002736840821203909 6.6338122360321e-05 -0.00041538631974415494 0.00031977659236872571 0.0002179545157123357 6.1212632345604315e-05 -0.0004176766670950557 4.7438661578264987e-06 0.00023915308383515196 -0.00028172085803817025 0.00034326618226172985 -0.00054298529312724162 0.00033107105267239 0.00043914806279914321 8.8004647447329873e-05 -0.00035374960177304116 0.00058937893384912367 -0.00015428629849338906 -3.9491935818603001e-05 -0.00055345406801665599 0.0003494497370691254 3.3098691669546237e-05 -0.00078084948836476542 0.00047856280553704975 -0.00041364071614225395 0.00032723763493517515
leaf_weight=195 21 20 27 21 28 32 27 20 25 26 23 1968 21 36 21 21 24 27 24 34 24 20 256 33 26 31 20 22 20 28
leaf_count=195 21 20 27 21 28 32 27 20 25 26 23 1968 21 36 21 21 24 27 24 34 24 20 256 33 26 31 20 22 20 28
internal_value=0 4.45301e-06 -5.81498e-05 9.48941e-07 2.39698e-06 -2.87132e-07 -0.000154112 2.9881e-06 6.85022e-07 -1.30754e-06 -0.000163572 1.66256e-06 -5.61803e-07 -2.47224e-06 1.39576e-06 -1.38906e-06 -4.24939e-05 1.0623e-05 -2.37922e-05 -3.96226e-05 -1.84315e-05 0.000251349 -4.42366e-05 -0.000283366 -1.04143e-05 -3.52325e-05 -0.000286097 4.01315e-06 -3.03293e-05 -3.3355e-06
internal_weight=0 2899 222 2878 2858 2830 59 2771 2751 2726 49 2677 2656 2635 2599 2578 583 1995 562 538 504 44 460 57 403 377 51 326 304 284
internal_count=3121 2899 222 2878 2858 2830 59 2771 2751 2726 49 2677 2656 2635 2599 2578 583 1995 562 538 504 44 460 57 403 377 51 326 304 284
is_linear=0
shrinkage=0.1


Tree=2357
num_leaves=31
num_cat=0
split_feature=156 475 1428 474 156 1425 44 154 1456 1456 160 42 160 159 0 0 1208 483 4 52 13 52 1210 0 12 403 50 0 12 159
split_gain=8.85188e-05 0.000271257 0.000110255 0.000311625 0.000121742 0.000128735 0.000100015 0.000144345 0.000132536 0.000198073 0.000127771 0.000524908 0.000285826 0.000251178 0.0001214 0.000637169 0.000415293 0.000412014 0.000762189 0.000326971 0.000597586 0.000448047 0.000297278 0.000271672 0.000704762 0.000446284 0.000320803 0.000284693 0.000293678 0.000309717
threshold=0.3248100000000001 0.13528000000000004 -0.071779999999999997 -0.42010499999999995 0.12734000000000004 0.08789000000000001 0.094585000000000016 0.085530000000000009 0.11510000000000002 0.10795500000000001 -0.54913999999999985 0.089015000000000025 -0.53908999999999996 0.14765500000000001 -0.070889999999999995 -0.070154999999999981 0.10233500000000001 0.10143000000000001 0.6227450000000001 0.10898500000000001 -0.067719999999999989 0.098380000000000009 -0.40154499999999999 -0.067094999999999988 0.090695000000000012 -0.14125499999999999 -0.23771499999999998 -0.052984999999999997 0.12757000000000002 0.10545500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 9 10 11 -5 -12 14 16 -16 22 18 19 21 -21 23 -14 24 -17 -25 -27 -28 29 -29
right_child=-2 -3 3 4 -6 -7 -8 -9 -10 -11 12 -13 13 -15 15 17 -18 -19 -20 20 -22 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=-0.00019176392668062667 -0.00019545542865829626 0.00035963292189297225 0.00038477325579151512 -0.00010729583021505581 -0.00019280039123259485 0.00023599940661528233 0.00016188611924597944 -0.00027129128458909692 0.00018138696438351571 -0.00031780971025000329 -0.0003726986122187338 0.00048236132357627732 -0.00036442627579989762 0.00032671587067180439 -0.00059879479456867565 0.00023894103636848743 0.00038227336574044756 -0.00043159317501704212 0.00058274671221928049 0.00062926493976817716 1.8512455484135048e-06 -0.00046552890797521779 5.1305595778029142e-06 0.00036784014042370535 -0.00049443776095263036 0.00031472965032056289 -0.00022777312759124607 5.8432370926973163e-05 -0.00038346445151546507 -0.00026183075600004355
leaf_weight=30 23 21 21 36 33 23 37 20 39 20 21 26 22 23 20 20 29 24 21 20 63 26 2056 29 38 24 81 220 20 35
leaf_count=30 23 21 21 36 33 23 37 20 39 20 21 26 22 23 20 20 29 24 21 20 63 26 2056 29 38 24 81 220 20 35
internal_value=0 1.45109e-06 -9.93439e-07 8.8484e-07 -1.77929e-06 3.26857e-07 -1.49822e-06 -3.55932e-06 -1.72113e-06 -4.2059e-06 -2.00826e-06 0.00013998 -5.16128e-06 -2.37591e-06 -5.13031e-06 -4.32373e-05 6.46273e-06 -2.53449e-05 -9.01332e-06 -3.05879e-05 0.000153035 -6.15021e-05 1.21802e-06 -3.90081e-05 -0.000241549 -1.0286e-05 -3.9143e-05 -6.29996e-05 -1.44663e-05 1.44747e-05
internal_weight=0 3098 3077 3047 3026 2993 2970 2933 2913 2874 2854 62 2792 2771 2748 641 2107 621 597 576 83 493 2078 467 58 409 380 356 275 255
internal_count=3121 3098 3077 3047 3026 2993 2970 2933 2913 2874 2854 62 2792 2771 2748 641 2107 621 597 576 83 493 2078 467 58 409 380 356 275 255
is_linear=0
shrinkage=0.1


Tree=2358
num_leaves=31
num_cat=0
split_feature=1210 1208 2 1209 43 43 132 393 34 403 43 403 394 43 15 12 0 0 3 2 403 0 15 3 0 0 0 0 1429 475
split_gain=9.60069e-05 0.00010611 0.000433121 0.0001384 9.52676e-05 0.00173457 0.00162422 0.00253071 0.000365066 0.000315768 0.00109283 0.000374531 0.00027231 0.000282326 0.000356223 0.000832666 0.00050582 0.000649164 0.00102412 0.000482136 0.000408751 0.000378825 0.000416644 0.000362649 0.000385227 0.00104065 0.000615471 0.000560471 0.000315092 0.000440157
threshold=-0.42132499999999995 0.098655000000000007 0.09358000000000001 -0.087714999999999987 -0.011694999999999999 -0.010739999999999998 -0.083284999999999984 0.11146500000000002 -0.057544999999999992 -0.14125499999999999 0.055925000000000009 -0.090774999999999981 0.090335000000000013 -0.0095349999999999983 -0.015039999999999998 -1.0000000180025095e-35 -0.15599999999999997 -0.10011499999999998 -0.081054999999999974 0.092480000000000021 -0.084674999999999986 -0.26609999999999995 -0.043924999999999992 0.11658 -0.087184999999999985 -0.086409999999999987 -0.085544999999999982 -0.088544999999999985 0.093705000000000024 -0.10023499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 -5 -8 -7 10 -10 -11 13 -13 21 -16 19 18 -18 -17 -19 -15 -23 24 27 -26 -27 -22 29 -28
right_child=1 2 -4 4 5 8 7 -9 9 11 -12 12 -14 14 15 16 17 20 -20 -21 23 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=0.0001951797497458756 0.00019062737992499025 -0.00035708541111879253 0.00020154017054111416 0.00065242386171564422 -0.00094540510606748278 0.00039680099444839553 1.3405809039187469e-05 -0.0011185624566132902 -0.00062206136574263153 0.00028670046645687717 0.00024481968833312684 0.00034294637194502036 0.00031301929375331388 -0.00034684528270736341 -0.00071261232485994705 0.00059973077247729061 0.00013446584143821385 -0.00040772785102793333 -0.00078336731624609277 -4.2147025174926971e-05 -4.2162316993413059e-05 2.0378134683600736e-05 0.0003118067476051775 0.00036932154868157921 -0.00076489981286050317 0.00049808217474492269 -0.00055161842597044601 0.00062498062703525653 0.000271360493847169 -6.8273928695886688e-05
leaf_weight=25 38 35 23 39 20 22 1582 20 33 43 26 21 25 25 20 22 20 30 31 25 34 454 55 22 21 20 20 20 25 325
leaf_count=25 38 35 23 39 20 22 1582 20 33 43 26 21 25 25 20 22 20 30 31 25 34 454 55 22 21 20 20 20 25 325
internal_value=0 -1.57606e-06 -0.000135561 9.81925e-07 -1.42025e-06 -2.10022e-05 1.47966e-05 -7.26129e-07 -7.19486e-06 -1.39435e-05 -0.000240046 -3.33929e-06 -1.36041e-05 -2.04659e-05 -2.69943e-05 -7.76161e-05 -5.69658e-05 -8.30535e-05 -0.000423433 0.000258306 -4.94764e-05 3.32021e-05 5.18685e-05 -2.74075e-05 -4.61775e-05 -7.91694e-05 -4.22455e-05 0.000204928 -7.14524e-05 -9.62939e-05
internal_weight=0 3096 58 3038 3000 1359 1641 1602 1339 1317 59 1258 1215 1190 1169 635 615 568 51 47 517 534 509 487 465 411 390 54 370 345
internal_count=3121 3096 58 3038 3000 1359 1641 1602 1339 1317 59 1258 1215 1190 1169 635 615 568 51 47 517 534 509 487 465 411 390 54 370 345
is_linear=0
shrinkage=0.1


Tree=2359
num_leaves=31
num_cat=0
split_feature=34 3 34 1 9 1 9 393 132 403 393 393 1204 1203 403 42 403 403 402 1210 2 2 51 484 158 50 471 3 51 2
split_gain=9.0159e-05 0.000286287 0.000167307 0.000454673 0.000213807 0.0002979 0.000126669 8.48008e-05 0.00136139 0.00262337 0.000150689 0.000121538 0.000101767 0.000187069 9.30097e-05 0.000359586 0.000300812 0.000249726 0.000180218 0.000129664 0.000125518 0.000622861 0.000539569 0.00040655 0.000447108 0.00031458 0.000533836 0.000334449 0.000537044 0.000310959
threshold=-0.085739999999999983 -0.011549999999999998 -0.057544999999999992 0.11146500000000002 0.091905000000000014 0.13332000000000002 0.082870000000000013 0.10483000000000002 -0.083284999999999984 -0.078754999999999978 0.092175000000000021 0.085075000000000012 0.058775000000000008 -1.0000000180025095e-35 -0.5492149999999999 0.091205000000000008 -0.5425549999999999 -0.5335399999999999 0.31115000000000004 -0.094799999999999982 0.10912000000000001 0.11018500000000002 -0.44986999999999994 0.10126500000000001 0.10654500000000001 -0.099524999999999988 0.094575000000000006 -0.16726499999999997 0.045645000000000005 0.10584500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 7 10 -9 -10 11 12 13 -4 15 -15 -16 -18 19 -19 22 -22 -21 24 -23 -24 27 28 -27 -29
right_child=2 -3 4 -5 5 -7 -8 8 9 -11 -12 -13 -14 14 16 -17 17 18 -20 20 21 23 25 -25 -26 26 -28 29 -30 -31
leaf_value=-0.00034780641763063617 0.00052663464845285164 0.00012286538391587481 0.00027798799577188524 -6.3920263596628504e-05 -0.00044968253819388342 4.3556948367040607e-05 0.00023627577288805142 0.00067795460219293509 0.00053356232265720056 -0.0010667225983343087 -0.00020521502948314368 0.00018860189559157282 -0.00022637520429270809 -0.0001249136348913173 -0.00039129051117924978 0.00041186378778850972 0.00035001393727725373 0.00020793759352366985 -0.00029645880373815696 -0.00045234572358562479 0.00058461330481804905 1.5250904877777632e-05 0.00028685911142799475 -0.00033530147305892545 0.00041904107252023476 3.4872940307616737e-05 -0.00047474942600820219 -1.0397169494043023e-05 0.00064148178906179968 -0.0002381447905199527
leaf_weight=28 22 24 24 32 25 24 23 26 21 20 36 34 20 26 20 24 20 29 21 28 20 504 35 31 29 54 25 1814 20 62
leaf_count=28 22 24 24 32 25 24 23 26 21 20 36 34 20 26 20 24 20 29 21 28 20 504 35 31 29 54 25 1814 20 62
internal_value=0 -0.000130573 2.21239e-06 0.000176676 -9.12336e-07 -0.000208096 2.51045e-06 6.83541e-07 0.000111898 -0.000247064 -1.90734e-06 6.69798e-07 -1.60736e-06 6.19699e-09 -2.40929e-06 0.00013274 -4.90097e-06 -2.03032e-06 -4.66538e-06 -2.35393e-06 -4.6798e-06 3.61928e-05 -1.63921e-05 1.67452e-05 3.72207e-05 -1.03191e-05 -1.55855e-05 -9.6988e-06 0.000198821 -1.7924e-05
internal_weight=0 52 3069 54 3015 49 2966 2943 67 41 2876 2840 2806 2786 2762 50 2712 2692 2672 2651 2622 584 2038 564 533 2010 1975 1950 74 1876
internal_count=3121 52 3069 54 3015 49 2966 2943 67 41 2876 2840 2806 2786 2762 50 2712 2692 2672 2651 2622 584 2038 564 533 2010 1975 1950 74 1876
is_linear=0
shrinkage=0.1


Tree=2360
num_leaves=31
num_cat=0
split_feature=132 399 393 50 130 120 10 1 16 0 9 33 14 43 160 45 31 43 3 3 3 160 13 4 39 159 3 475 4 4
split_gain=9.9772e-05 0.000450694 0.000275555 0.000200355 0.000109304 0.000211882 0.000131551 0.000642794 0.000532051 0.000200161 0.000141905 0.000587567 0.000110596 0.000366999 0.000375405 0.000249999 0.000133392 0.000367837 0.000160137 0.00074472 0.000310097 0.000855702 0.000675858 0.00186377 0.0015317 0.000349228 0.00044626 0.000676224 0.000395585 0.00032918
threshold=-0.083449999999999983 0.091580000000000009 0.10389500000000002 0.09227500000000001 -0.22699999999999995 0.091385000000000008 -0.011559999999999999 0.093400000000000025 -0.072804999999999981 -0.06563999999999999 0.092235000000000011 -1.0000000180025095e-35 -0.31455999999999995 -0.05647499999999999 -0.067824999999999983 0.094030000000000016 -1.0000000180025095e-35 -0.084154999999999994 -0.042499999999999989 -0.053259999999999995 0.088060000000000013 0.10830500000000001 -0.0025349999999999995 -0.018869999999999994 0.0046100000000000004 0.10668000000000001 0.10732000000000001 -0.011519999999999997 0.0033150000000000007 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 6 7 -6 9 -9 11 -8 13 -13 -15 16 17 -14 19 -18 22 25 -20 -24 -25 26 27 -22 -29 -28
right_child=1 -3 -4 -5 5 -7 10 8 -10 -11 -12 12 15 14 -16 -17 18 -19 20 -21 21 -23 23 24 -26 -27 29 28 -30 -31
leaf_value=1.915369489493228e-05 -0.00021217271035614736 0.00034700457605188272 -0.00036440125657935388 -0.00027507914609385708 -0.00060517766978591687 0.00029800478126465658 0.00050980151458845837 -1.3419480772268879e-05 0.00044965348518287234 -0.00039235684416780717 -0.00019612434611190112 -0.00021782337306914005 9.3572363342294326e-05 1.5033253886805917e-05 0.00055859308219320767 -0.00027902268980142255 -9.568714481117898e-07 -0.00048710302355175372 -4.0241392741370001e-06 -0.00057329896004850291 -0.00023116141522768887 -0.00057397271459922199 -0.00015960148635453411 0.00126246555074532 0.00020684509322563827 0.00044018977001542231 0.00018284105808026439 0.00063103291526673394 8.3673930139807268e-05 -0.00016869877540076728
leaf_weight=162 24 38 27 27 21 24 23 46 21 20 35 22 24 27 24 32 1968 20 135 23 25 25 42 27 28 20 34 31 23 123
leaf_count=162 24 38 27 27 21 24 23 46 21 20 35 22 24 27 24 32 1968 20 135 23 25 25 42 27 28 20 34 31 23 123
internal_value=0 4.87541e-06 -6.55698e-05 -2.28796e-05 3.4074e-07 2.13473e-06 -3.84203e-07 -0.000108615 1.12447e-05 -0.000128249 3.92747e-06 6.54399e-06 2.18104e-06 0.000123562 0.000270826 -1.25338e-06 2.23509e-06 -0.000170371 5.2681e-06 -7.56856e-06 5.50883e-05 -1.55565e-05 0.000140654 0.00034201 0.000725059 3.89763e-05 4.97514e-06 0.000198829 0.000397899 -9.25691e-05
internal_weight=0 2905 216 189 2867 2843 2819 108 87 66 2711 2676 2653 73 51 2580 2548 44 2504 1991 513 281 232 97 55 256 236 79 54 157
internal_count=3121 2905 216 189 2867 2843 2819 108 87 66 2711 2676 2653 73 51 2580 2548 44 2504 1991 513 281 232 97 55 256 236 79 54 157
is_linear=0
shrinkage=0.1


Tree=2361
num_leaves=31
num_cat=0
split_feature=33 9 16 13 1429 472 1428 474 1429 1429 1429 475 157 156 157 1371 1375 1375 1446 51 151 42 2 13 1446 479 481 483 158 481
split_gain=9.42529e-05 8.96981e-05 0.00108526 0.000526753 8.6919e-05 0.000196469 8.56115e-05 0.000195953 0.000109955 0.000232375 0.000110784 0.000202762 0.000208234 0.00132768 0.000443221 0.00040986 0.000212283 0.000377112 0.000197209 0.000227819 0.000156124 0.000491346 0.000343074 0.000160801 0.00011989 0.00022555 0.000197078 0.0001764 0.000251831 0.000219623
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.077799999999999994 -0.23752499999999996 -0.19476999999999997 -0.071779999999999997 -0.33653499999999997 -0.081904999999999992 -0.066319999999999976 -0.011139999999999999 0.051590000000000004 -0.087424999999999989 0.086860000000000007 -0.086394999999999986 0.083235000000000017 -0.068444999999999992 -0.4078199999999999 0.085345000000000018 0.22234000000000001 0.050660000000000004 0.090470000000000009 0.09678500000000001 -0.083254999999999982 -0.088809999999999986 0.10713500000000002 -0.16223499999999996 -0.47356499999999996 0.13509500000000002 -0.086484999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 -7 -8 -9 -10 -11 12 13 18 -14 16 17 -16 19 -12 24 22 23 -22 -18 26 -26 -28 29 -29
right_child=1 2 -4 -5 5 6 7 8 9 10 11 -13 14 -15 15 -17 20 -19 -20 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.00017349973711515627 -0.00019876153793037786 0.0001787354103395377 0.0007284165422606748 -0.00052145618468611731 0.00025536145452254765 -0.00018610888363036792 0.00030410600454723906 -0.00018124130592161024 0.0003310834029911175 -0.00022631964688612659 0.0003675618637923132 0.00022539593474984708 0.00042016867641359566 -0.00087482722505228595 -9.3943953809151755e-05 -0.00032465997560976603 -0.00023007958033386704 0.00038488640459131843 -0.000220544702551706 -3.2457761792881812e-05 -0.00024559406563639646 0.0002946174211419103 -3.192376268998487e-05 -0.00064659406387363567 -0.00026284025848976206 0.00026816003459657624 -0.00027160105275233153 0.00019577838807137974 0.00035143565841107852 -1.2570346564312936e-06
leaf_weight=31 22 22 20 21 30 25 21 34 21 22 24 39 25 20 29 39 22 38 22 35 20 22 40 20 28 32 23 58 21 2295
leaf_count=31 22 22 20 21 30 25 21 34 21 22 24 39 25 20 29 39 22 38 22 35 20 22 40 20 28 32 23 58 21 2295
internal_value=0 1.74061e-06 0.00011984 -0.000163219 -7.17357e-07 7.32551e-07 -1.83514e-06 -2.73494e-07 -2.4558e-06 -3.56072e-07 -2.77786e-06 -1.05349e-06 -4.19303e-06 -0.000145179 1.05755e-06 -2.84188e-06 1.89788e-06 0.000177631 3.49812e-05 0.000130262 -2.66397e-06 -0.000123913 -0.000239009 -0.000446094 2.3249e-06 4.40585e-06 9.25381e-07 4.0065e-06 6.67666e-06 3.59977e-06
internal_weight=0 3090 63 43 3027 3005 2975 2950 2929 2895 2874 2852 2813 101 2712 2687 2648 67 81 59 2581 102 80 40 2479 2457 2425 2397 2374 2353
internal_count=3121 3090 63 43 3027 3005 2975 2950 2929 2895 2874 2852 2813 101 2712 2687 2648 67 81 59 2581 102 80 40 2479 2457 2425 2397 2374 2353
is_linear=0
shrinkage=0.1


Tree=2362
num_leaves=31
num_cat=0
split_feature=156 475 1428 474 44 154 1 1 43 2 376 1 1 3 15 4 3 0 3 1210 13 457 1 3 1375 1 1 12 1185 3
split_gain=9.67173e-05 0.000236579 0.00010262 0.000202957 0.000106127 0.000117642 0.000107377 0.000721858 0.000315012 0.000274605 0.000235294 0.000302795 0.00131111 0.00285386 0.000956347 0.000698284 0.000764509 0.00101746 0.000686977 0.000476223 0.00037175 0.000338338 0.000496264 0.000325282 0.000273122 0.000546134 0.000340989 0.000326775 0.00028409 0.000263872
threshold=0.3248100000000001 0.13528000000000004 -0.071779999999999997 -0.42010499999999995 0.094585000000000016 0.085530000000000009 0.102705 0.10389500000000002 -0.24021999999999996 0.31765000000000004 -1.0000000180025095e-35 0.09253500000000002 0.091535000000000019 -0.081924999999999984 -0.10203999999999998 0.00063500000000000004 -0.077354999999999993 -0.080689999999999984 -0.0069549999999999994 -0.42132499999999995 -0.076599999999999988 -0.14032499999999998 0.091095000000000023 -0.068334999999999993 0.094365000000000018 0.090475000000000014 0.089370000000000019 0.090345000000000023 -0.091084999999999985 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 10 -8 -9 -10 -5 12 19 -14 -13 16 -16 -18 -17 -12 -19 -21 24 -22 25 26 28 -28 -23 -30
right_child=-2 -3 3 4 -6 -7 7 8 9 -11 11 14 13 -15 15 18 17 20 -20 21 23 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00018481270075426439 -0.00020430637118609056 0.00033602085064298343 0.00031085251553338912 -0.00026952368711742261 0.0001672174463778533 -0.00023904055678507403 -0.00050808680201542655 0.00031404926558025186 -1.6274630630567457e-05 -0.00038432167382866498 0.00048506354159187707 0.00060956566346302525 0.00027109554014584451 -0.0013775282327385088 -0.00015790904909105546 5.8768818664909555e-05 0.00084659868665039545 -0.0001416378409361862 -0.00075101544731296602 -0.00039291969151236119 0.00057906602107157758 -0.00035682122529992325 0.00047238280075480755 6.9142958643075467e-05 0.00037271579334628772 -0.00042940264543646887 5.8910991314665551e-05 0.0005507427656663244 1.1485696251761414e-05 -0.00021297508637535095
leaf_weight=30 23 21 21 30 37 21 31 28 585 21 21 34 21 21 60 22 25 33 20 21 22 22 23 29 20 29 35 22 1739 54
leaf_count=30 23 21 21 30 37 21 31 28 585 21 21 34 21 21 60 22 25 33 20 21 22 22 23 29 20 29 35 22 1739 54
internal_value=0 1.5168e-06 -7.66136e-07 1.04594e-06 -1.10407e-06 -3.18768e-06 -1.51891e-06 -3.69154e-05 -1.3877e-05 -2.90287e-05 8.70196e-06 1.23741e-05 -3.1188e-07 -0.000553216 0.000117383 3.80738e-05 0.000128763 0.000286564 -0.000326843 1.1381e-05 0.000119887 6.31871e-06 1.06315e-05 0.00028911 5.10295e-06 1.23538e-06 7.90659e-06 0.000248741 3.43198e-07 4.72558e-06
internal_weight=0 3098 3077 3047 3026 2989 2968 665 634 606 2303 2273 2028 42 245 211 169 109 42 1986 84 1965 1944 51 1921 1901 1872 57 1815 1793
internal_count=3121 3098 3077 3047 3026 2989 2968 665 634 606 2303 2273 2028 42 245 211 169 109 42 1986 84 1965 1944 51 1921 1901 1872 57 1815 1793
is_linear=0
shrinkage=0.1


Tree=2363
num_leaves=31
num_cat=0
split_feature=16 472 2 3 155 52 475 2 3 154 481 0 13 403 2 403 1208 1208 403 50 158 1456 52 52 97 30 10 9 39 1456
split_gain=9.60386e-05 0.000329722 0.000441037 0.000383305 0.000265856 0.000161563 0.000150291 0.0003503 0.000295685 0.000107876 9.6775e-05 0.000487111 0.000557701 0.000332751 0.00075178 0.000256816 0.000149523 0.000574237 0.000198864 0.000127348 0.000306175 0.00015486 0.000333259 0.000376799 0.000110506 0.000153163 0.000157439 0.000373693 0.00019417 0.000117969
threshold=0.62682500000000008 -0.38234499999999999 0.10981000000000002 -0.083154999999999993 0.11854500000000001 -0.56368999999999991 0.051590000000000004 0.10060500000000001 -0.081734999999999988 0.084190000000000001 -0.087424999999999989 -0.082844999999999988 -0.086254999999999984 -0.5492149999999999 0.083935000000000023 -0.5425549999999999 0.099975000000000008 0.11531000000000001 -0.52800499999999995 -0.099524999999999988 0.11245500000000001 0.092265000000000014 -0.034054999999999995 0.23925500000000002 -0.086464999999999986 0.096890000000000018 0.053330000000000009 0.091600000000000015 0.0046100000000000004 0.088020000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 -1 9 8 -8 10 11 12 -7 14 -12 -15 18 -18 -17 20 -20 24 -23 -24 -21 26 27 29 -28 -26
right_child=1 2 3 -5 -6 6 7 -9 -10 -11 13 -13 -14 15 -16 16 17 -19 19 21 -22 22 23 -25 25 -27 28 -29 -30 -31
leaf_value=-0.00020477418595538967 -0.00045973851985763758 -0.00025732631895354846 0.00053469365753699104 -8.4422936415649028e-05 0.0002944687966279866 9.3594399339735906e-05 0.00022451010628846352 0.00045686999504444733 -0.00030122825308353645 -0.00021639767396466241 -0.00014987779553242339 0.00023022273370739202 -0.00053994752946009885 -0.00035748289243201729 0.0006193285270893723 -0.00027071377391823468 0.00057297839794046013 -0.00018480575363355456 0.00039358489144366036 -0.0002255237130157184 -7.4363376439452695e-05 0.00010406802350189538 -0.00064376148729934364 -2.9921660898253323e-05 3.2489445224477229e-07 0.00026752379444587858 -0.00032050414725249128 0.00039913782281170526 3.7526244964932893e-05 0.00022315363667075873
leaf_weight=38 20 36 20 20 31 24 23 24 20 23 24 29 33 20 27 27 20 20 27 21 29 30 20 20 2364 22 33 24 28 24
leaf_count=38 20 36 20 20 31 24 23 24 20 23 24 29 33 20 27 27 20 20 27 21 29 30 20 20 2364 22 33 24 28 24
internal_value=0 -9.84698e-05 -3.39912e-06 0.000225135 3.12499e-06 1.08405e-07 2.74221e-06 0.000150807 -2.00194e-05 -6.91611e-07 1.03946e-06 -0.000103437 -0.000273193 4.27145e-06 0.000257349 -4.58108e-07 2.17773e-06 0.000194086 -6.98378e-07 2.06105e-06 0.000151255 -1.16974e-06 -0.00014788 -0.000336842 2.91203e-06 4.83474e-06 2.49783e-06 6.51038e-06 -0.000156162 2.56438e-06
internal_weight=0 96 76 40 3025 2994 2956 67 43 2889 2866 86 57 2780 51 2729 2709 40 2669 2642 56 2586 70 40 2516 2495 2473 2412 61 2388
internal_count=3121 96 76 40 3025 2994 2956 67 43 2889 2866 86 57 2780 51 2729 2709 40 2669 2642 56 2586 70 40 2516 2495 2473 2412 61 2388
is_linear=0
shrinkage=0.1


Tree=2364
num_leaves=31
num_cat=0
split_feature=33 9 3 34 34 9 132 393 2 1203 1186 129 393 394 13 10 3 10 42 14 470 16 15 43 1 1 2 39 4 45
split_gain=8.91915e-05 8.80865e-05 0.000249525 0.000180585 0.000219181 0.000130127 7.51752e-05 0.000477115 0.000409327 0.000239807 9.13999e-05 0.000157615 9.59812e-05 0.000213526 9.34809e-05 0.00044042 0.000483585 0.000465998 0.000221598 0.000153314 0.000289989 0.000225398 0.000146694 0.000231336 0.000154384 0.000253222 0.000244892 0.000150588 0.000333743 0.000181858
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 -0.097449999999999981 -0.084564999999999987 0.082870000000000013 -0.083174999999999985 0.098330000000000015 0.088055000000000008 0.089005000000000015 0.089315000000000019 -0.077709999999999987 0.088255000000000014 -0.10421499999999999 0.24813000000000004 -0.38124499999999995 -0.0063699999999999989 -0.074314999999999978 -0.11466499999999999 -0.31455999999999995 0.079700000000000007 -0.07550999999999998 -0.21699999999999997 -0.080419999999999978 0.13756000000000004 0.11507500000000002 0.094095000000000012 0.092870000000000022 0.08184000000000001 0.094030000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 9 10 -9 -6 11 -8 13 -13 15 16 -15 -17 -16 21 22 -19 23 -21 25 26 -25 29 -29 -24
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leaf_count=22 20 21 32 27 191 21 24 21 20 27 33 21 25 21 50 21 20 20 31 26 22 52 2177 22 27 20 24 36 27 20
internal_value=0 -1.42434e-06 -0.000129236 7.99566e-07 -1.17994e-06 1.37371e-06 -3.75508e-07 4.08977e-06 0.000342676 -5.69084e-05 -1.0158e-06 -3.04803e-06 -7.47921e-07 1.10094e-06 -1.4486e-06 1.93047e-06 0.000327018 -3.4138e-06 -0.000107201 5.69483e-07 -3.74223e-06 0.000144353 -4.0021e-07 -0.000108616 -0.000182337 -0.000264745 -0.000135589 5.29787e-06 0.000157733 9.26706e-07
internal_weight=0 3099 53 3046 3026 2999 2978 2760 41 218 2719 2686 2662 2637 2616 2535 41 2494 81 2473 2401 72 2379 119 93 66 46 2260 63 2197
internal_count=3121 3099 53 3046 3026 2999 2978 2760 41 218 2719 2686 2662 2637 2616 2535 41 2494 81 2473 2401 72 2379 119 93 66 46 2260 63 2197
is_linear=0
shrinkage=0.1


Tree=2365
num_leaves=31
num_cat=0
split_feature=130 121 33 3 2 47 2 2 2 2 160 160 16 1 13 1 0 147 1 1 1 13 13 1 4 43 0 15 0 124
split_gain=8.3001e-05 0.000192542 0.000136269 0.000102698 0.000380345 0.00135852 0.000933795 0.000483436 0.0010019 0.000915462 0.000411499 0.000392614 0.000593566 0.000556241 0.000316141 0.000273487 0.000227771 0.000215497 0.000206852 0.000478837 0.000591001 0.00058679 0.000941739 0.000417975 0.000280304 0.000577683 0.000452873 0.000585393 0.000234284 0.000215364
threshold=-0.23647499999999996 -0.088279999999999983 -0.009184999999999997 -1.0000000180025095e-35 0.092480000000000021 0.094160000000000008 -0.045829999999999989 0.10644500000000001 0.11215000000000001 0.10402500000000002 0.069910000000000014 -0.046074999999999991 -0.018494999999999998 0.090475000000000014 -0.16152999999999998 0.08776500000000001 -0.18901999999999997 0.096620000000000011 0.10254500000000001 0.107145 0.10557500000000002 0.090705000000000008 -0.010384999999999998 0.099990000000000009 -0.37944499999999992 -0.014584999999999999 -0.014954999999999998 1.0000000180025095e-35 0.12113000000000002 -0.086944999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 14 5 6 -5 9 -9 15 17 16 13 -13 -4 -6 -8 -10 23 20 21 22 -20 24 25 -16 -26 -28 29 -21
right_child=1 2 3 4 7 -7 11 8 10 -11 -12 12 -14 -15 18 -17 -18 -19 19 28 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00020306300226366147 0.00027770793286617843 -0.00021302136010490358 -0.00037617946461819963 -0.00056392168335150927 -0.00025989545577128113 0.00078529529471717111 -0.00031940594477498013 0.00058028403089396775 5.7983166064526229e-05 -0.00080073155556982837 -0.00045988297468284149 -0.00025098873627160044 0.00059045053177910368 0.000397975144078373 7.0267364450652772e-05 0.00015435049957458809 0.00012563523993341496 -0.00025138845432173606 -0.0003818090519780526 0.00027557149109530397 -0.00064141774070368895 -0.00049717042444778303 0.0005564452254000809 0.00034665531093701753 2.4360904685650277e-06 -0.00052389462129212919 0.00069207869085981992 -2.9451750817869374e-05 0.0003059626839372372 -5.7116161037382255e-05
leaf_weight=20 25 30 23 22 30 29 23 31 168 21 20 28 34 25 36 34 23 26 20 21 29 24 23 36 1958 30 22 23 22 265
leaf_count=20 25 30 23 22 30 29 23 31 168 21 20 28 34 25 36 34 23 26 20 21 29 24 23 36 1958 30 22 23 22 265
internal_value=0 1.30966e-06 -9.36753e-07 1.15206e-06 4.19056e-05 0.000157106 3.95743e-05 -2.23276e-05 4.89642e-05 -0.000227815 -2.80027e-05 0.000139401 0.000264333 5.51263e-05 -7.12097e-06 -3.98273e-05 -9.68854e-05 1.6521e-05 -3.73781e-06 -6.92791e-05 -0.000264283 -0.000101045 0.000120048 8.84113e-06 2.96326e-06 -0.000199806 9.64464e-06 0.000323296 -8.49871e-06 -3.2688e-05
internal_weight=0 3101 3076 3046 514 184 155 330 245 85 214 133 87 53 2532 64 46 194 2509 404 96 67 43 2105 2069 66 2003 45 308 286
internal_count=3121 3101 3076 3046 514 184 155 330 245 85 214 133 87 53 2532 64 46 194 2509 404 96 67 43 2105 2069 66 2003 45 308 286
is_linear=0
shrinkage=0.1


Tree=2366
num_leaves=31
num_cat=0
split_feature=33 1204 1185 1186 13 13 12 52 10 15 3 1 39 9 1 2 9 12 15 51 11 43 52 1 3 2 12 2 52 0
split_gain=8.83115e-05 7.60445e-05 0.000125251 0.000149558 8.02923e-05 0.000251746 0.00078091 0.000230053 0.000149602 0.000513162 0.000807 0.000192402 0.000708274 0.000197544 0.000174933 0.000152739 0.00015162 0.000147388 0.00018163 0.000114355 0.000315183 0.00032466 0.000562475 0.000751838 0.000482389 0.000554144 0.00136268 0.000527272 0.000306929 0.000268824
threshold=-0.044254999999999996 0.053645000000000005 -0.10973499999999999 -0.092084999999999986 -0.40078499999999995 -0.17933499999999997 0.088305000000000008 0.11277500000000001 -0.011239999999999998 -0.098289999999999975 -0.0087149999999999988 0.13756000000000004 0.089790000000000023 0.088235000000000022 0.13501500000000002 -0.033169999999999991 -0.036024999999999995 0.091545000000000015 -0.083359999999999976 0.012085000000000002 0.088215000000000002 -0.041049999999999996 -0.080114999999999978 0.089875000000000024 0.097915000000000016 0.093320000000000014 0.096525000000000014 0.089125000000000024 -0.160465 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 6 -6 17 9 -7 -11 13 -13 14 15 -10 -17 18 -5 -18 21 28 23 -23 25 27 -27 -24 -21 -30
right_child=1 -3 3 4 5 8 -8 -9 11 10 -12 12 -14 -15 -16 16 19 -19 -20 20 -22 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00019964624767784367 -0.00025240030285203832 0.00015702132281148807 0.00022468198309572222 -5.0422862182560222e-05 -0.00057497953800650847 -0.00041719881945126067 0.00024315933349498668 0.00033932731706814734 0.00023866035658607466 -0.00021559020985748519 0.00057283091868157502 0.0005203853454683365 -0.00017266857105604342 -0.00029463473272145447 -0.00028112176425400487 -0.00024069180455206572 -7.0729188060723725e-06 -0.00023713337373919784 0.00024842362984076537 0.00041110387809890057 0.00043776776728918779 5.7751996098973212e-05 -5.7460328828727928e-05 -0.00076983715508781054 0.0004144909015546243 -0.00089718188497830531 0.0001721682399735213 0.0005158928462111837 4.3859239499747327e-06 0.00033209948204814519
leaf_weight=22 20 30 29 53 28 37 20 26 27 37 20 30 29 23 22 26 2182 20 33 31 20 21 53 23 27 22 26 23 130 31
leaf_count=22 20 30 29 53 28 37 20 26 27 37 20 30 29 23 22 26 2182 20 33 31 20 21 53 23 27 22 26 23 130 31
internal_value=0 -1.41731e-06 -2.96607e-06 -1.3299e-06 -3.50021e-06 -6.98617e-06 -0.000234088 7.27683e-05 -3.14782e-06 -0.000127198 6.10488e-05 1.0986e-06 0.000179732 -2.82375e-06 -3.04359e-07 2.03401e-06 -4.09164e-07 7.38585e-06 6.42508e-05 2.00387e-06 5.06662e-05 3.06609e-05 -6.02241e-05 -0.000374851 3.14554e-05 -5.19475e-05 -0.000317951 0.000116054 0.000122966 6.74861e-05
internal_weight=0 3099 3069 3049 3020 2888 48 132 2840 94 57 2746 59 2687 2664 2642 2615 106 86 2589 407 387 195 44 151 124 48 76 192 161
internal_count=3121 3099 3069 3049 3020 2888 48 132 2840 94 57 2746 59 2687 2664 2642 2615 106 86 2589 407 387 195 44 151 124 48 76 192 161
is_linear=0
shrinkage=0.1


Tree=2367
num_leaves=31
num_cat=0
split_feature=34 13 34 3 11 9 3 9 0 52 0 12 1 42 4 2 51 1 12 156 51 2 1455 1455 4 52 4 4 0 1186
split_gain=8.18352e-05 0.000249074 0.000190987 0.000448227 9.93701e-05 0.000164702 0.000213201 0.000182854 7.6781e-05 0.000283608 0.000178861 0.000630293 0.000304301 0.000117258 0.000109622 0.000182766 0.000379867 0.000339404 0.000235708 0.000172554 0.000216797 0.000257995 0.000164674 0.000201503 0.000169661 0.00044995 0.0004319 0.000231978 0.00149746 0.0010746
threshold=-0.085739999999999983 -0.085584999999999981 -0.057544999999999992 -0.012939999999999998 -1.0000000180025095e-35 0.092235000000000011 -0.023499999999999997 0.085355000000000014 0.13134000000000004 0.095415000000000014 0.10455500000000001 0.097325000000000009 0.10337500000000001 0.082810000000000009 -0.111605 0.089005000000000015 0.082455000000000014 0.080270000000000022 0.085195000000000007 0.092385000000000009 0.11508500000000001 0.10188000000000001 0.10861000000000001 0.11922500000000001 -0.088784999999999989 0.084505000000000011 -0.087894999999999987 -0.085719999999999977 -0.084384999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 7 -7 8 10 13 14 12 -12 -10 15 16 18 -17 -6 20 21 -19 24 -24 25 -16 -26 28 29 -28
right_child=2 -3 4 -5 5 6 -8 -9 9 -11 11 -13 -14 -15 22 17 -18 19 -20 -21 -22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=0.00013117117328378795 0.00047661569546175161 -0.00031181869890133389 -0.00021298206940462643 -9.9596216373525027e-05 0.00028433426871613069 -1.786098714960231e-05 0.00043325971171725546 -0.000283332413021961 -0.00017600950543835228 0.00036656557995229377 0.00034862675121985378 -0.00057693092347032389 -0.00016208773366607992 0.00013658436101173895 4.3574519092241345e-05 0.00052215972726116894 -0.00041288013800069509 0.00054776632120289532 -0.00016514950140845031 -0.0001452464351637496 -4.089060642789783e-05 7.2315846104174856e-05 -0.00041977620626095728 1.8296250519120977e-05 0.00040891265492134089 -0.00045010828141433504 -0.0001161887596632975 5.6182302557042342e-06 0.00016567967123577189 -0.0011404034704901279
leaf_weight=22 27 30 22 27 28 22 20 23 28 26 20 24 28 21 48 20 21 21 20 27 35 25 21 21 26 30 21 2336 61 20
leaf_count=22 27 30 22 27 28 22 20 23 28 26 20 24 28 21 48 20 21 21 20 27 35 25 21 21 26 30 21 2336 61 20
internal_value=0 -0.0001244 2.10779e-06 0.00018851 -1.23075e-06 3.25723e-07 0.000196958 -2.47284e-06 -2.66638e-07 9.96095e-05 -2.89219e-06 -0.000158504 5.071e-05 -4.20407e-05 1.13658e-06 7.30419e-05 -5.81466e-05 0.000143761 9.70494e-05 7.36867e-05 0.000146664 0.000289369 -4.34536e-06 -0.00020074 -1.10044e-06 -0.000146303 3.49608e-06 -8.27476e-07 -0.000148447 -0.000615806
internal_weight=0 52 3069 54 3015 2993 42 2951 2928 75 2853 72 48 49 2781 197 69 128 48 108 81 46 2584 42 2542 78 2464 2438 102 41
internal_count=3121 52 3069 54 3015 2993 42 2951 2928 75 2853 72 48 49 2781 197 69 128 48 108 81 46 2584 42 2542 78 2464 2438 102 41
is_linear=0
shrinkage=0.1


Tree=2368
num_leaves=31
num_cat=0
split_feature=33 1365 445 0 52 16 151 160 0 2 2 15 130 42 47 48 48 13 4 47 43 47 38 47 13 47 47 131 1204 48
split_gain=8.28424e-05 7.22174e-05 8.50694e-05 8.33413e-05 0.000451097 0.000570173 0.00138815 0.000331815 0.000240518 0.000535125 0.000138699 0.000126567 0.000281411 0.000239788 0.000134213 0.000153854 0.000358224 0.000327231 0.000150176 0.000147374 0.000275823 0.00027542 0.000216754 0.000238993 0.00110715 0.000862859 0.000306339 0.000315965 0.000227635 0.000201917
threshold=-0.044254999999999996 0.087370000000000017 -1.0000000180025095e-35 -0.15599999999999997 -0.080114999999999978 -0.095964999999999981 -0.016164999999999995 0.083670000000000008 -0.22491999999999998 0.10644500000000001 0.11548000000000001 -0.56020999999999987 -0.22699999999999995 0.15432000000000004 0.14174500000000004 0.11270000000000001 0.10891500000000001 -0.080519999999999994 -0.0086549999999999978 0.10843500000000002 -0.077824999999999991 0.10397500000000001 0.10386000000000002 0.09550500000000002 -0.016469999999999995 0.092165000000000011 0.088915000000000008 0.13767000000000004 0.053645000000000005 0.10096000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 8 -7 -4 9 -6 -10 -5 -13 14 15 16 19 -17 -19 21 -21 22 23 25 -25 26 27 28 29 -14
right_child=1 -3 3 11 5 6 -8 -9 10 -11 -12 12 13 -15 -16 17 -18 18 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00019336540466280316 -0.00020353507674631795 0.00014577017246858413 3.4346364428410713e-05 0.00020930683536722361 -0.0005408129809352215 -0.00017255201227785817 0.00086774226711613359 -0.00051544822802368018 0.00029221759449380141 0.00012697244487104139 1.205935456477333e-05 -0.00037293704871055008 -1.0466264660978147e-05 0.00033114398788062057 -0.00025405871327331464 0.00035415438627145099 -0.00043180935574127944 0.0001162712593819985 -0.00025475622591329743 7.6750925800297422e-05 -0.00032656667306302836 0.00028842629335485982 -0.0003267335256428591 -0.00015148362319652937 0.0007367229716771324 -0.00061852564761901037 0.00028240627426704443 -0.00040335448909900156 0.00032356453787845871 0.00025063639826839791
leaf_weight=22 21 33 23 27 21 23 29 21 30 28 43 21 2324 21 22 36 20 24 20 30 39 32 21 36 23 23 37 20 21 30
leaf_count=22 21 33 23 27 21 23 29 21 30 28 43 21 2324 21 22 36 20 24 20 30 39 32 21 36 23 23 37 20 21 30
internal_value=0 -1.37271e-06 -2.95644e-06 -1.57314e-06 5.80028e-05 0.000130339 0.000407612 -0.000228056 1.21577e-05 -0.000159221 0.000127193 -6.16725e-06 -8.24504e-06 -5.48918e-06 -8.05238e-06 -6.07425e-06 -1.01898e-05 0.000130562 -5.23776e-05 -6.99086e-06 -0.000151211 -3.11428e-06 -6.79447e-06 -4.12195e-06 0.000194766 -8.90175e-06 -3.13639e-06 -7.5477e-06 -4.21459e-06 -7.1387e-06
internal_weight=0 3099 3066 3045 218 174 52 44 122 49 73 2827 2800 2779 2758 2736 2656 80 44 2636 69 2567 2535 2514 59 2455 2432 2395 2375 2354
internal_count=3121 3099 3066 3045 218 174 52 44 122 49 73 2827 2800 2779 2758 2736 2656 80 44 2636 69 2567 2535 2514 59 2455 2432 2395 2375 2354
is_linear=0
shrinkage=0.1


Tree=2369
num_leaves=31
num_cat=0
split_feature=130 40 120 33 9 2 15 160 15 479 480 2 483 158 1447 3 1447 1447 133 1212 1212 1213 1213 1209 43 1209 16 133 43 13
split_gain=9.37281e-05 0.000192327 0.000257069 0.000122051 0.00012013 0.000459443 0.00013164 7.90997e-05 0.00029782 0.000237954 0.000181323 0.000181267 0.000124266 0.000245762 0.000133108 0.000764123 0.000747134 0.000617184 0.000155231 0.000117872 0.000326933 0.000221786 0.000468131 0.000189723 0.000634769 0.00133646 0.000372806 0.000185706 0.000414554 0.000396035
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.009184999999999997 0.088235000000000022 -0.15339499999999998 0.23208000000000004 -0.54200499999999985 0.11295500000000001 0.10061500000000002 -0.089354999999999976 0.083995000000000014 -0.47356499999999996 0.13509500000000002 -0.085684999999999997 -0.085784999999999986 -0.086849999999999997 -0.084549999999999986 0.084415000000000018 0.087490000000000012 0.086680000000000021 -0.14366999999999999 -0.086179999999999993 0.082105000000000011 0.0034250000000000005 0.089440000000000006 -0.078464999999999993 -0.040449999999999993 0.062770000000000006 -0.069964999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 8 11 10 -9 -5 -12 14 15 -14 18 -16 -17 20 23 -21 -23 -19 25 -25 -27 28 -24 -29
right_child=1 2 -4 4 5 -7 -8 9 -10 -11 12 -13 13 -15 17 16 -18 19 -20 21 -22 22 27 24 -26 26 -28 29 -30 -31
leaf_value=0.00020112438262161883 -0.0003105929087632831 -0.00020264638471417128 0.00034112392961767253 -0.00024375038451778338 -8.1703068361902199e-05 0.00049046895254160406 0.00024094914935465732 0.0002640334668103606 0.00040716620020578959 -0.00025933824996369565 -0.00024882215518681777 0.00011021376420290042 0.00054703014492198619 0.00032825701028658927 -0.0005513926527263331 -8.3348984758014847e-06 -0.0005209643706621137 -1.6321194181138066e-05 0.00038093986437161222 -0.000258696390374098 -0.00041638975482783281 0.00049640922434628012 0.00054077018146580526 0.00091350389504276047 -0.00038078143941675083 -0.00026422868935956751 0.0002391646863191366 -0.0002932524463782708 -4.2630239702953867e-05 8.0415483702941302e-05
leaf_weight=23 20 30 22 23 36 23 22 25 22 37 21 39 28 22 21 21 24 2283 20 20 20 25 21 22 20 28 31 39 29 104
leaf_count=23 20 30 22 23 36 23 22 25 22 37 21 39 28 22 21 21 24 2283 20 20 20 25 21 22 20 28 31 39 29 104
internal_value=0 -1.49318e-06 5.15268e-07 -1.93676e-06 5.30936e-08 0.000141347 -2.75659e-06 -4.57715e-06 9.10683e-05 -7.38533e-06 -4.08425e-06 -2.10955e-05 -6.47901e-06 -4.64704e-06 -7.30448e-06 0.000110295 -7.78366e-05 -1.14114e-05 0.000181555 -7.11936e-06 -1.37654e-05 6.00108e-05 8.925e-05 -1.03876e-05 0.000123734 0.000248306 2.66135e-07 3.65091e-05 0.000202398 -2.1494e-05
internal_weight=0 3098 3078 3056 3026 59 2967 2945 84 2861 2824 62 2799 2778 2756 93 65 2663 41 2642 2404 238 218 2384 101 81 59 193 50 143
internal_count=3121 3098 3078 3056 3026 59 2967 2945 84 2861 2824 62 2799 2778 2756 93 65 2663 41 2642 2404 238 218 2384 101 81 59 193 50 143
is_linear=0
shrinkage=0.1


Tree=2370
num_leaves=31
num_cat=0
split_feature=33 130 40 4 9 3 132 393 15 1203 481 2 1447 481 42 124 51 51 43 51 51 3 51 457 1454 1455 4 474 1456 3
split_gain=8.1525e-05 7.70704e-05 0.000154248 0.00013363 0.000117559 0.000415841 7.87737e-05 0.000323945 0.00034273 0.000219091 9.60188e-05 0.000444307 0.00059982 0.000354072 0.000279179 8.86098e-05 8.91688e-05 0.000339821 0.00135304 0.000279481 0.000246412 0.000507343 0.000342746 0.000212945 0.000183977 0.000249294 0.000625808 0.000210598 0.000202062 0.000178246
threshold=-0.044254999999999996 -0.23123999999999997 -0.24290999999999999 0.63113500000000011 0.091905000000000014 -0.13309499999999996 -0.083449999999999983 0.098330000000000015 0.088345000000000021 0.089480000000000018 -0.087424999999999989 0.085485000000000019 1.0000000180025095e-35 -0.085894999999999985 0.086555000000000007 0.10281000000000001 0.088210000000000011 0.078435000000000019 -1.0000000180025095e-35 0.012085000000000002 0.090560000000000015 -0.082039999999999988 0.094075000000000006 0.10021000000000001 0.096235000000000015 0.090900000000000022 -0.012889999999999999 0.088010000000000019 0.098920000000000022 -0.0049599999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 9 10 -9 -4 11 14 -13 -12 -8 16 17 19 -19 24 21 -18 -22 -24 25 28 -27 -26 29 -15
right_child=1 2 3 -5 5 -7 7 8 -10 -11 13 12 -14 15 -16 -17 20 18 -20 -21 22 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.00019182184597329153 0.00018101197426364273 -0.00027953363660344622 -2.6502253596462607e-05 0.00021654390397348572 0.00016095338578452358 -0.00046907801826653834 -0.0006204276668722742 1.6873370710527524e-05 0.00056486713943914289 -0.00037446286951308143 0.00042232846673869064 -0.00021005521897417826 0.00040493380230177065 -1.4409914620121517e-05 -9.2054051056038598e-05 -0.0001913002544218519 -8.596527172596239e-05 0.00015331855483964319 -0.00087970308737740633 0.00028059024352322534 -0.00026924631364070938 0.00059386979796134101 7.9110300360050382e-05 -0.00024470959456679837 -0.00032285888517288039 -0.00010633032070472836 0.0006183442594853908 7.990301019162872e-05 -0.00031335043327306353 6.7646139145227806e-05
leaf_weight=22 23 20 190 28 20 22 20 25 21 20 20 35 29 1687 20 24 21 32 21 35 37 23 264 22 37 26 22 20 21 314
leaf_count=22 23 20 190 28 20 22 20 25 21 20 20 35 29 1687 20 24 21 32 21 35 37 23 264 22 37 26 22 20 21 314
internal_value=0 -1.36176e-06 -2.72541e-06 -9.13841e-07 -2.92468e-06 -0.000169063 -5.87836e-07 3.87947e-06 0.000267044 -5.96414e-05 -5.54812e-07 -9.47931e-05 6.86117e-05 3.1774e-06 -0.000356241 -3.94167e-08 1.73838e-06 -5.82602e-06 -0.000255992 3.06627e-07 4.73927e-05 0.000269403 1.71498e-05 5.42011e-05 -4.30547e-06 5.74873e-07 0.000225812 -0.000181539 -4.77201e-06 -1.53355e-06
internal_weight=0 3099 3076 3056 3028 42 2986 2776 46 210 2730 104 64 2626 40 2606 2582 2215 53 2162 367 44 323 286 2127 2070 48 57 2022 2001
internal_count=3121 3099 3076 3056 3028 42 2986 2776 46 210 2730 104 64 2626 40 2606 2582 2215 53 2162 367 44 323 286 2127 2070 48 57 2022 2001
is_linear=0
shrinkage=0.1


Tree=2371
num_leaves=31
num_cat=0
split_feature=34 43 34 123 9 0 9 1429 156 132 1203 393 50 12 130 43 0 0 0 0 401 43 1452 482 13 4 43 16 16 42
split_gain=7.91251e-05 0.000230996 0.000146915 0.000386779 9.99927e-05 0.000299112 0.000103313 7.74639e-05 0.000265226 7.8204e-05 0.00237457 0.001287 0.00036416 0.000114129 0.000142269 0.000101798 8.71428e-05 0.00109611 0.000427455 0.000365119 0.000246961 0.000247192 0.000218961 0.000321272 0.000334288 0.000389097 0.000260134 0.00052412 0.000696305 0.000406046
threshold=-0.085739999999999983 -0.084794999999999995 -0.057544999999999992 0.083965000000000012 0.091905000000000014 1.0000000180025095e-35 0.082870000000000013 -0.23752499999999996 0.28241000000000005 -0.083284999999999984 0.089165000000000008 0.12679500000000002 0.090390000000000012 0.10866500000000003 0.11417500000000001 0.51292500000000019 -0.070889999999999995 -0.071719999999999992 -0.072594999999999979 -0.070154999999999981 -0.078179999999999986 0.13895500000000002 0.086765000000000023 0.090355000000000005 0.24813000000000004 0.51164000000000009 -0.040344999999999992 0.26799500000000004 0.19444000000000003 0.10256000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 7 -4 9 10 12 16 13 14 -9 -15 17 18 -11 -18 -21 22 23 24 25 26 -22 28 29 -28
right_child=2 -3 4 -5 5 -7 -8 8 -10 11 -12 -13 -14 15 -16 -17 19 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00037840030043818327 0.00051450530154397713 5.1149282350501562e-05 -0.00018710765130394561 -3.9704040061812576e-05 -0.00036556405064874092 0.00013116711237340825 0.00021260171425123905 -5.0012927442490698e-06 0.00031920881615056155 7.5788332370214311e-06 0.0010163644769699718 -0.0008054324088152498 -0.00042355677614978052 0.00029942351131467148 -0.00028514462306206541 -1.5813993827794636e-05 -0.00043259087840190417 0.00071199527711459352 -0.00040056072052371188 0.00028985352558083836 2.6998192324676131e-05 0.00026474057619149487 -0.00034717410826883488 0.00031799274944933133 -0.00036746114208419329 0.00038214742770915938 -6.760104742523032e-05 5.5724841491164812e-05 -0.00079207761387806391 -0.00054299542951577516
leaf_weight=21 20 31 22 34 27 22 23 103 26 1968 23 20 24 20 22 21 22 22 26 25 233 27 23 25 31 22 98 98 20 22
leaf_count=21 20 31 22 34 27 22 23 103 26 1968 23 20 24 20 22 21 22 22 26 25 233 27 23 25 31 22 98 98 20 22
internal_value=0 -0.000122323 2.07259e-06 0.000165559 -8.55523e-07 -0.000142542 1.48522e-06 -1.64692e-07 1.2433e-06 -1.61235e-06 5.67093e-05 -6.24416e-06 -5.94595e-05 -6.81891e-06 -5.43065e-05 0.00013796 -2.39738e-07 1.00022e-05 2.25705e-06 -3.22022e-05 -1.8086e-05 -3.09382e-05 -4.48951e-05 -3.22313e-05 -4.89404e-05 -2.89118e-05 -4.8112e-05 -0.000121644 -0.000245803 -0.000154757
internal_weight=0 52 3069 54 3015 49 2966 2943 2921 2895 213 2682 190 166 125 41 2662 2016 1994 646 624 599 572 549 524 493 471 238 140 120
internal_count=3121 52 3069 54 3015 49 2966 2943 2921 2895 213 2682 190 166 125 41 2662 2016 1994 646 624 599 572 549 524 493 471 238 140 120
is_linear=0
shrinkage=0.1


Tree=2372
num_leaves=31
num_cat=0
split_feature=97 374 34 34 106 42 42 16 1452 1452 42 133 1374 0 133 159 1375 484 484 484 3 52 10 15 403 133 4 1212 4 4
split_gain=8.01799e-05 0.000118028 0.00011145 0.000370795 0.000272118 8.3003e-05 0.00065769 0.000311521 0.000275353 0.000245251 0.000252905 0.00169006 0.000615081 0.000524779 0.000624231 0.000694747 0.000258587 0.0002439 0.000666987 0.000411747 0.000248188 0.000405777 0.000241636 0.000236059 0.000233606 0.000648962 0.000459833 0.00115342 0.00167918 0.000632223
threshold=-0.086464999999999986 0.08987500000000001 -0.083689999999999987 -0.057544999999999992 0.083930000000000018 0.085730000000000015 0.086035000000000014 -0.53943499999999989 0.10567500000000001 0.088360000000000008 0.083995000000000014 0.088285000000000016 0.088460000000000011 -0.087634999999999977 0.085355000000000014 -1.0000000180025095e-35 0.083945000000000006 0.088000000000000009 0.091880000000000003 0.085595000000000018 -0.094874999999999987 0.10347000000000002 -0.010699999999999999 -0.087679999999999994 -0.54856499999999986 0.40304500000000004 -0.080744999999999997 0.087615000000000012 -0.081609999999999988 -0.078629999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 8 -7 -8 9 10 12 13 16 14 15 -12 17 19 -19 22 -20 -22 -5 -16 25 -9 27 28 -26 -28
right_child=1 -3 3 5 -6 6 7 24 -10 -11 11 -13 -14 -15 23 -17 -18 18 20 -21 21 -23 -24 -25 26 -27 29 -29 -30 -31
leaf_value=-0.00018207522304389083 -0.00035046905344141379 0.00019246771980760969 0.0003708635726542087 -0.0002592212135722447 0.00010474122159394029 0.00056091533818041417 0.00040019529078563212 -0.00060610891920408584 -0.00037483406243457774 0.00029427839785617273 2.465079989633523e-05 -0.00092813522914303068 0.00043134051165907297 0.00021517065742368541 0.00036403387639438733 -0.00075930299504901866 -0.00028431493524027138 -0.0006281928274446451 0.00025137020323503145 0.00032594035876219355 -0.00039799960916219606 0.00012240302880414794 3.3082823164370224e-06 -0.00011600638168775256 0.00013338420787418258 0.00017107333295002936 -0.0003632211481744889 -0.00039538661878924035 0.0010813723970469174 2.5137798053896808e-06
leaf_weight=24 29 32 27 36 24 22 20 22 21 26 20 23 32 62 20 26 34 23 24 39 29 31 1342 21 124 21 50 31 22 864
leaf_count=24 29 32 27 36 24 22 20 22 21 26 20 23 32 62 20 26 34 23 24 39 29 31 1342 21 124 21 50 31 22 864
internal_value=0 1.41098e-06 -5.83742e-07 1.94577e-06 -0.000144336 -1.39118e-06 1.92907e-05 8.96512e-06 -1.48361e-05 -1.0608e-05 -1.51069e-05 -0.000130296 -2.64618e-06 -7.13918e-06 -0.000165567 -0.000418454 -1.15599e-05 -5.47482e-06 -0.000151056 5.5183e-06 -2.0412e-05 -0.000129125 -3.55025e-06 0.00011816 2.06512e-06 -0.000226555 1.10758e-05 0.000158604 0.000276232 -1.74936e-05
internal_weight=0 3097 3065 3012 53 2985 1176 1154 1809 1788 1762 172 1590 149 87 46 1558 1524 107 1417 84 60 1378 41 1134 43 1091 177 146 914
internal_count=3121 3097 3065 3012 53 2985 1176 1154 1809 1788 1762 172 1590 149 87 46 1558 1524 107 1417 84 60 1378 41 1134 43 1091 177 146 914
is_linear=0
shrinkage=0.1


Tree=2373
num_leaves=31
num_cat=0
split_feature=33 9 43 1 33 9 9 2 0 2 0 2 4 0 3 132 1185 1203 1427 1419 475 1454 49 160 483 4 3 0 52 484
split_gain=7.88894e-05 7.28382e-05 0.000405806 0.000180607 0.000119075 0.000149551 0.000193503 0.000181262 0.000114468 0.000184499 0.000152157 0.000658697 0.000339491 0.00014461 0.000154903 9.0862e-05 0.000477546 0.000290133 0.000114329 0.000105551 0.000287034 0.000145412 0.000165437 0.000168565 0.000148928 0.000137913 0.000367714 0.00100567 0.00079725 0.000767653
threshold=-0.044254999999999996 -0.036024999999999995 -0.074974999999999986 0.111945 0.085305000000000006 0.092235000000000011 0.085355000000000014 -1.0000000180025095e-35 0.13134000000000004 0.10584500000000001 0.10455500000000001 0.10559 -0.50052499999999989 0.056435000000000006 0.42240500000000009 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.094435000000000005 0.089680000000000024 -0.06562999999999998 0.096235000000000015 0.084945000000000007 -0.046074999999999991 -0.47181499999999993 -0.082109999999999975 -0.085709999999999995 -0.087084999999999982 0.086040000000000019 -0.081614999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -3 10 -10 13 -12 -13 14 15 17 -17 -9 19 21 -21 24 23 -23 -18 26 29 -28 -29 -26
right_child=1 4 -4 -5 -6 -7 -8 8 9 -11 11 12 -14 -15 -16 16 18 -19 -20 20 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.00018869563820606513 -0.00015658213141486396 0.00027644522184952318 -0.00046216925779431634 0.00018764664277633918 -0.00020404108155552033 0.00020293976385555408 -0.00030935528484405951 -1.7099728382808895e-05 0.00027506669563368442 -5.667415617305476e-05 -0.00061676115479453338 0.00034423575363524088 -0.0001849631004949549 0.00025646432874385606 -0.0002714959582330526 0.00048132986994460226 0.00024990503491911418 -0.00036789170386597377 0.00023479929881259091 0.00041780748870223761 -0.00011153112100146246 -0.00042294846005881069 6.5644427086226638e-05 -4.2025984675135644e-05 -0.00045299228995905388 -1.2461771839768319e-05 0.0007724759318686363 0.00024850584730022374 -0.00030060607996347245 4.3841683028374741e-05
leaf_weight=22 27 24 22 35 28 37 20 186 38 30 21 22 27 22 21 21 24 27 21 21 20 26 25 21 35 1877 24 78 40 279
leaf_count=22 27 24 22 35 28 37 20 186 38 30 21 22 27 22 21 21 24 27 21 21 20 26 25 21 35 1877 24 78 40 279
internal_value=0 -1.33955e-06 -9.31882e-05 3.77406e-05 1.21942e-06 3.14352e-06 6.37602e-07 2.75359e-06 4.93236e-07 0.00012871 -2.57892e-06 -0.000148183 5.26364e-05 1.10326e-06 -9.426e-07 1.1424e-06 6.45966e-06 -6.15663e-05 2.45634e-06 4.80951e-07 0.000159594 -2.20477e-06 -0.000142196 -0.000252749 2.07158e-06 -4.7793e-07 4.88503e-05 0.000182385 6.23662e-05 -1.15379e-05
internal_weight=0 3099 84 62 3015 2987 2950 2930 2906 68 2838 70 49 2768 2746 2725 2512 213 2491 2470 41 2429 72 47 2357 2333 456 142 118 314
internal_count=3121 3099 84 62 3015 2987 2950 2930 2906 68 2838 70 49 2768 2746 2725 2512 213 2491 2470 41 2429 72 47 2357 2333 456 142 118 314
is_linear=0
shrinkage=0.1


Tree=2374
num_leaves=31
num_cat=0
split_feature=391 1183 132 1203 394 50 12 130 393 130 1213 399 129 394 130 481 403 402 4 15 403 403 402 483 483 12 130 2 12 1
split_gain=7.40618e-05 0.000120232 7.60211e-05 0.00234806 0.00104028 0.000334778 9.76712e-05 0.000112006 9.63032e-05 9.32826e-05 0.000114478 9.05656e-05 8.88776e-05 8.52705e-05 8.30767e-05 7.64277e-05 0.000383829 0.000716373 0.000365668 0.000385809 0.000189415 0.000192909 0.000169966 0.00010591 0.000353868 0.000311197 0.000306044 0.000242754 0.000337506 0.000226787
threshold=-0.095299999999999982 -0.082229999999999984 -0.083284999999999984 0.089165000000000008 0.10969000000000002 0.10022000000000002 0.10866500000000003 0.11417500000000001 0.098330000000000015 -0.07639 -1.0000000180025095e-35 0.087485000000000021 -0.075474999999999987 -0.13579999999999995 0.10887000000000001 -0.087424999999999989 -0.5492149999999999 -0.035114999999999993 -0.050494999999999991 -0.008624999999999999 -0.5425549999999999 -0.5335399999999999 0.31115000000000004 0.098395000000000024 0.10357500000000001 0.23631000000000002 -0.22562499999999999 0.096540000000000015 0.094225000000000017 0.081315000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 8 6 7 9 12 -3 -11 -12 -4 -14 -8 18 17 -17 -15 -20 -18 -22 23 25 -25 26 -23 28 29 -26
right_child=1 2 4 -5 -6 -7 14 -9 -10 10 11 -13 13 15 -16 16 20 -19 19 -21 21 22 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.00018716358338549202 0.00024566148465964948 -0.00020525849366094919 0.00018289862917019774 0.001061586115974933 -0.00068963001917423262 -0.0004388933724840172 -3.5447735285742968e-06 -0.00026193887571848576 0.00018862907481552275 -0.00014344596906994413 0.00025396329537034039 1.0143311896498721e-05 -0.00018310096286138736 -0.00034830324871498828 0.0002724146346736234 -0.00011626612051093783 -0.00030943007884616237 0.00068191325914560138 -0.0001097134552261931 0.00040584968159063946 0.00030887131084455176 0.00038724053898476997 -0.00028623451833568867 0.00037021576109426944 0.00017912830430543098 -0.00039840659213950856 -5.5884533625474187e-06 -0.00017256643247189158 0.00042177896384600901 -0.0002913895490928553
leaf_weight=21 20 20 26 21 22 20 24 21 27 26 25 39 26 35 20 22 20 23 47 21 20 20 21 33 21 20 2368 48 24 20
leaf_count=21 20 20 26 21 22 20 24 21 27 26 25 39 26 35 20 22 20 23 47 21 20 20 21 33 21 20 2368 48 24 20
internal_value=0 1.26788e-06 -3.19087e-07 5.68882e-05 -4.6336e-06 -5.131e-05 -7.01481e-06 -5.03115e-05 6.68974e-07 -9.90994e-06 3.35008e-05 0.000105385 -1.13384e-06 -2.84945e-06 0.000121891 -1.15328e-06 2.11947e-06 0.000291692 -8.56728e-05 4.95046e-05 -2.86361e-06 -5.00866e-07 -2.90376e-06 -5.74099e-07 8.21269e-05 -5.58836e-06 -2.29843e-06 -2.00522e-06 0.000123948 -5.03926e-05
internal_weight=0 3100 3080 216 2864 195 175 131 2842 110 90 64 2815 2789 44 2763 2660 45 103 68 2615 2595 2575 2554 146 2408 2388 113 65 41
internal_count=3121 3100 3080 216 2864 195 175 131 2842 110 90 64 2815 2789 44 2763 2660 45 103 68 2615 2595 2575 2554 146 2408 2388 113 65 41
is_linear=0
shrinkage=0.1


Tree=2375
num_leaves=31
num_cat=0
split_feature=39 39 128 128 131 132 15 1185 1203 128 400 12 3 1204 128 394 133 2 43 390 403 128 128 402 2 12 402 3 402 133
split_gain=7.61108e-05 0.00014145 0.000136107 0.000186798 9.72507e-05 0.000116911 0.00309435 0.00116168 0.000372161 0.000113415 0.000108007 0.000361428 0.000674626 0.000213266 0.000102748 0.000132935 0.000183097 0.000356869 0.000619348 0.000233582 0.000209253 0.000140674 0.000194776 0.00014802 0.00048481 0.000716306 0.000185832 0.000542574 0.000175804 0.000170365
threshold=-0.083889999999999978 -0.020804999999999994 0.11976500000000002 0.11059000000000001 0.13857500000000003 -0.083284999999999984 0.091915000000000011 -0.087384999999999977 0.089005000000000015 0.10670500000000001 -0.064794999999999978 0.089005000000000015 -0.082284999999999983 -0.081079999999999985 0.10091000000000001 -0.10198999999999998 -0.14757499999999998 0.085515000000000022 -0.00088499999999999983 0.088485000000000008 0.098420000000000021 0.093785000000000021 0.088865000000000013 0.11353000000000001 0.084415000000000004 0.09364500000000002 0.094750000000000015 -0.085784999999999986 0.088505000000000014 -0.10066499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 8 -7 -3 10 11 13 -13 -9 15 -12 17 18 -17 21 -19 22 23 26 -25 -26 28 -28 29 -18
right_child=1 2 -4 -5 -6 7 -8 9 -10 -11 14 12 -14 -15 -16 16 19 20 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.00018973503188352058 -0.00019563919096883084 -9.0286651466158226e-06 0.00019435781640469134 -0.00024952862368081695 -0.00021852557387319396 -0.00076185108089703139 0.001223614615099948 0.00014537296803609934 -0.00046825756682665086 0.00023453829767060513 -0.00023946389100392877 0.00074131995468633253 -5.2801499892350128e-05 -0.00030112179191074456 -0.00017766573879877495 0.00072217197286425462 -0.00022416681195734005 8.488690501932676e-05 4.5061546380955929e-05 -0.00031525820644067912 -0.00022760541748539253 0.00022960904394634643 -0.0003150203812401742 0.00043661671884365205 -0.00036501717943338008 0.00034162819949695126 0.00020145667556789706 -0.00047558196363689634 0.00026682112711569063 -1.7713726638905888e-06
leaf_weight=21 37 150 36 30 20 20 21 20 20 21 23 20 23 23 33 22 35 75 35 24 30 26 20 32 32 26 20 29 24 2173
leaf_count=21 37 150 36 30 20 20 21 20 20 21 23 20 23 23 33 22 35 75 35 24 30 26 20 32 32 26 20 29 24 2173
internal_value=0 -1.2853e-06 1.06243e-06 -1.23643e-06 1.24898e-06 2.72546e-06 7.84108e-05 -2.4633e-06 -6.30556e-05 3.02757e-06 1.25645e-06 0.000111554 0.000316557 -9.34498e-05 -2.31089e-06 -1.07272e-07 2.00767e-06 0.000104959 0.000306402 -4.82479e-06 -4.39662e-06 -1.74229e-06 -4.25803e-06 -1.63667e-06 0.00012415 -4.82451e-05 -6.59977e-06 -0.00019924 -2.37066e-06 -5.29666e-06
internal_weight=0 3100 3063 3027 2997 2977 191 2786 170 2766 2745 86 43 43 2659 2626 2603 162 57 2441 105 2417 2391 2371 90 58 2281 49 2232 2208
internal_count=3121 3100 3063 3027 2997 2977 191 2786 170 2766 2745 86 43 43 2659 2626 2603 162 57 2441 105 2417 2391 2371 90 58 2281 49 2232 2208
is_linear=0
shrinkage=0.1


Tree=2376
num_leaves=31
num_cat=0
split_feature=132 394 1203 130 130 0 1186 391 130 2 394 13 13 129 129 42 2 2 2 33 12 12 42 12 474 12 0 1210 12 12
split_gain=9.29919e-05 0.000437209 0.000354042 0.00010094 0.000289812 0.000281867 8.13715e-05 9.53023e-05 0.000103186 0.000463988 0.000181952 0.000206456 0.000389466 0.000114089 0.000344077 0.000237131 0.000206338 0.000652012 0.00014234 0.000110255 0.000100424 0.000669344 0.000759023 0.000640855 0.000581915 0.000502905 0.00123347 0.000795979 0.000396385 0.000359214
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.22699999999999995 -0.093639999999999987 -0.084804999999999978 -0.089559999999999987 -0.086514999999999981 -0.0094199999999999978 0.084655000000000022 -0.0065099999999999993 -0.0057949999999999989 -0.012549999999999997 0.083780000000000007 0.087270000000000014 -0.14803999999999998 0.11177500000000001 0.098630000000000009 0.093175000000000022 -1.0000000180025095e-35 0.085955000000000018 0.086850000000000024 0.088465000000000002 0.085635000000000003 0.032465000000000008 0.085355000000000014 -0.086409999999999987 -0.086074999999999985 0.087285000000000015 0.086305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -5 -6 -8 9 -9 11 12 -10 15 -15 -12 17 18 -16 -17 23 22 24 25 29 27 -27 -21 -23 -22
right_child=1 -3 -4 4 6 -7 7 8 10 -11 13 -13 -14 14 16 19 -18 -19 -20 20 21 28 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.240605730159067e-05 -0.0002073363995093488 0.00044880857173914347 -0.00046408944392169362 1.1071953589894944e-05 -0.00018045358858216788 0.00053562527071335361 0.0002034822084090632 -0.00040625740649843602 -3.2168415366738503e-05 5.7896696894350769e-05 -0.00033314628301675184 -8.1628565132395238e-05 0.00055199467041529716 0.00047143082356342352 3.5862131678893805e-05 0.00018103631973644954 -0.00024584434729109963 0.00050963748358649004 -0.00027853718662906125 -0.00063781506226708495 -0.00038930441147559105 -0.00028869529293539621 0.00076822849337274774 -0.00048359786097231942 0.00055373625142411101 -0.00022238473175093532 0.00088823143218178305 -1.5964164734024187e-05 4.6084204716679702e-06 0.00014635361674722404
leaf_weight=196 23 22 20 21 25 20 23 33 21 62 22 23 25 20 36 32 23 26 24 21 21 48 23 30 21 20 20 1039 1150 31
leaf_count=196 23 22 20 21 25 20 23 33 21 62 22 23 25 20 36 32 23 26 24 21 21 48 23 30 21 20 20 1039 1150 31
internal_value=0 4.70684e-06 -6.33027e-05 1.31792e-06 2.99591e-06 0.000266952 -8.43102e-07 7.64007e-07 -9.18606e-07 -0.000103336 2.71728e-06 0.000162998 0.000285312 -1.52491e-06 9.01621e-05 -6.29796e-06 2.02046e-05 9.13572e-05 -8.98976e-05 -3.37017e-06 -5.80457e-06 1.32161e-05 0.000267284 -2.75857e-05 0.000109452 -1.5149e-05 0.000332923 -2.82839e-05 -7.14331e-06 -6.99698e-05
internal_weight=0 2905 216 2883 2860 41 2819 2794 2771 95 2676 69 46 2607 129 2478 109 86 60 2456 2424 1294 96 1130 73 1100 40 1060 1198 52
internal_count=3121 2905 216 2883 2860 41 2819 2794 2771 95 2676 69 46 2607 129 2478 109 86 60 2456 2424 1294 96 1130 73 1100 40 1060 1198 52
is_linear=0
shrinkage=0.1


Tree=2377
num_leaves=31
num_cat=0
split_feature=132 1185 15 16 130 12 12 1 399 0 0 0 97 10 13 13 13 483 43 12 1210 10 13 13 42 0 1210 1209 4 2
split_gain=7.62783e-05 0.000521796 0.000307364 8.58857e-05 0.00013809 0.000161321 0.000141478 0.000123 0.000127185 7.89224e-05 0.000865254 0.000305897 0.000253652 0.000571466 0.0002507 0.000663995 0.000280428 0.000342799 0.000267107 0.000307729 0.000249485 0.000246934 0.000190909 0.000717034 0.000342495 0.000315658 0.000375456 0.000363002 0.000248069 0.000289623
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.081299999999999983 0.096505000000000021 0.088485000000000022 0.087145000000000014 0.091615000000000016 0.086340000000000014 -0.070889999999999995 -0.071719999999999992 -0.070154999999999981 -0.079444999999999988 1.0000000180025095e-35 -0.077799999999999994 -0.082199999999999981 -0.074044999999999986 0.098395000000000024 -0.036954999999999995 0.097145000000000023 -0.40154499999999999 -0.014199999999999999 -0.063184999999999977 -0.053889999999999993 0.094365000000000018 -0.067094999999999988 -0.00046999999999999993 0.10272000000000002 -0.51843499999999987 0.093680000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 -5 10 12 -11 -3 20 15 18 -16 21 -13 -20 -14 -18 24 -24 -23 26 -25 28 29 -27
right_child=1 9 -4 7 -6 -7 -8 -9 -10 11 -12 14 13 -15 16 -17 17 -19 19 -21 -22 22 23 25 -26 27 -28 -29 -30 -31
leaf_value=-0.00016894724559685863 0.00050098961470385322 -0.00035023783192627894 -0.00035416744404453011 1.2307913275435567e-05 0.00013811391545459628 -0.00033610770798986778 0.00011892270873255668 -0.00011281356185107775 0.00033814830088016136 -0.00039409800427330833 0.00063461471780266792 -0.00020175860091081917 -0.0003329136632435786 0.0005032831231010673 -0.00038534690747442455 0.00063947393173293678 -0.00039176522128400401 0.00030585099071874449 -1.2277693071464114e-05 0.00041932661697501321 5.6729183206481749e-06 -0.00011778008373666024 -0.000579336844617501 4.2957051191478969e-05 0.00030029560033188659 -2.670735221517344e-05 -0.00053834355522121768 0.00038505447851291496 -5.451639609473756e-05 0.00047945946018444372
leaf_weight=38 21 20 30 25 27 25 31 23 23 22 22 38 22 23 23 20 20 29 53 24 2014 36 25 20 43 26 25 23 330 20
leaf_count=38 21 20 30 25 27 25 31 23 23 22 22 38 22 23 23 20 20 29 53 24 2014 36 25 20 43 26 25 23 330 20
internal_value=0 4.32619e-06 -5.64939e-05 -9.98235e-06 -6.12149e-05 -0.000118469 -3.96144e-05 7.73295e-05 0.00016844 7.02171e-07 1.07727e-05 -2.65284e-05 4.17119e-06 7.61373e-06 -1.58178e-05 0.000107672 -4.27068e-05 -2.95062e-05 1.51852e-05 0.000122248 2.01432e-06 -4.66284e-05 -3.40321e-05 -5.82564e-05 0.00010978 -2.89162e-05 -0.000279988 -5.99899e-07 -2.41905e-05 0.000193365
internal_weight=0 2899 222 192 121 94 69 71 48 2878 2101 777 2079 2059 755 135 620 597 115 77 2036 568 548 469 79 444 45 399 376 46
internal_count=3121 2899 222 192 121 94 69 71 48 2878 2101 777 2079 2059 755 135 620 597 115 77 2036 568 548 469 79 444 45 399 376 46
is_linear=0
shrinkage=0.1


Tree=2378
num_leaves=31
num_cat=0
split_feature=33 9 16 13 49 0 120 40 49 456 49 150 49 1373 150 1374 1375 1429 1429 157 151 1429 156 474 474 474 157 148 457 457
split_gain=7.82363e-05 0.000114412 0.000964313 0.000399968 7.77084e-05 0.00018865 0.000107367 0.000137934 9.16477e-05 0.00021117 0.000108328 0.000153335 0.000120538 0.00011853 0.000164462 0.000154942 0.00015973 0.000114656 0.00125379 0.000836548 0.000278817 0.000881024 0.000274869 0.000175193 0.000529446 0.000402975 0.000304263 0.000172085 0.000401749 0.000189337
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.076384999999999995 -0.23803499999999997 -0.10011499999999998 0.093680000000000013 -0.23755499999999996 -0.14917999999999998 0.060100000000000008 -0.10069499999999999 0.10314000000000002 -0.087004999999999985 -1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.097315000000000026 0.083985000000000018 0.083715000000000026 -0.086844999999999992 -0.5413699999999998 0.052280000000000007 0.094415000000000013 0.087035000000000015 0.10135500000000001 0.085020000000000012 -0.06482499999999998 -0.10069499999999999 0.10378500000000002 0.091495000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 7 -6 9 -9 11 -10 -12 -14 15 -15 17 18 20 -19 -17 27 23 25 -25 -21 -26 -22 29 -29
right_child=1 2 -4 -5 6 -7 -8 8 10 -11 12 -13 13 14 -16 16 -18 19 -20 22 21 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.00015807228717735157 -7.4719368263765295e-05 0.00015254547166557094 0.00070863077911781152 -0.00045891432120697572 0.00026014517803560013 0.0003303034217780173 -0.00022849584430722255 -0.00037586908119486737 -3.2641168218106035e-06 6.2730676923503936e-05 -0.0001908575602582834 0.00035926853895944081 -0.00022751908830326539 -0.00026601355321790009 0.00027922123069098841 0.00036176079995043226 0.00025728175745219536 0.00066825302866553625 -0.00077700023262185008 -9.3784663184398492e-05 0.00027963758025593548 -0.00066518763313069948 0.00028709859429259919 -0.00047785603768011974 0.00033564655681229418 0.00042383099339314784 -0.00020934793050400916 -8.2938959939434976e-07 -0.0004172663315725716 0.00022713146447770401
leaf_weight=31 23 23 20 20 20 23 21 21 28 23 34 20 23 22 21 21 24 21 21 53 22 20 28 31 21 21 20 2385 23 37
leaf_count=31 23 23 20 20 20 23 21 21 28 23 34 20 23 22 21 21 24 21 21 53 22 20 28 31 21 21 20 2385 23 37
internal_value=0 1.58584e-06 0.000134966 -0.000131854 -1.19016e-06 0.000127792 -3.18049e-06 -1.58197e-06 -3.36243e-06 -0.000146601 -1.18615e-06 0.000147791 -3.69701e-06 -1.43565e-06 4.27453e-07 -1.68615e-06 4.30012e-07 -1.833e-06 -7.5299e-06 7.20514e-05 -1.08696e-06 -4.15082e-06 9.6013e-08 -5.49456e-05 -0.000165999 5.31063e-05 6.97956e-05 1.20822e-06 -1.29708e-06 2.65308e-06
internal_weight=0 3090 63 43 3027 46 2981 2960 2940 44 2896 48 2848 2814 2791 2770 2748 2724 2529 195 2508 2487 174 146 72 74 41 2467 2445 2422
internal_count=3121 3090 63 43 3027 46 2981 2960 2940 44 2896 48 2848 2814 2791 2770 2748 2724 2529 195 2508 2487 174 146 72 74 41 2467 2445 2422
is_linear=0
shrinkage=0.1


Tree=2379
num_leaves=31
num_cat=0
split_feature=484 42 480 484 147 1447 481 1447 484 403 133 403 1447 1208 15 403 52 1456 1456 0 2 4 160 0 52 16 1 13 49 13
split_gain=7.87415e-05 0.000279763 0.000106862 0.000101967 9.94231e-05 9.21885e-05 0.000578786 0.000505982 0.000486513 0.000450634 0.000971151 0.000405793 0.000296002 0.000271028 0.00105784 0.00018902 0.000183188 0.000149284 0.000223473 0.00012129 0.000539305 0.000671559 0.000585943 0.000300391 0.000846185 0.000276218 0.000392752 0.000296325 0.000505371 0.000222614
threshold=0.18587500000000004 0.08623500000000002 -0.095389999999999989 0.12955000000000003 -1.0000000180025095e-35 -0.086279999999999982 -0.086219999999999977 -0.085709999999999995 -0.081614999999999979 -0.54856499999999986 0.40431 -0.53960999999999981 -0.084334999999999979 0.098655000000000007 0.093115000000000017 -0.52917499999999984 0.11639500000000001 -0.23007499999999997 -0.090954999999999994 -0.14794999999999997 0.08622500000000001 -0.034939999999999992 0.10830500000000001 -0.14116499999999996 -1.0000000180025095e-35 -0.092484999999999984 0.098700000000000024 -0.091559999999999989 -0.049039999999999993 -0.085804999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -6 -7 -8 10 -9 -11 -13 15 -15 -14 -10 -17 -19 20 21 -20 25 24 -21 27 -27 -22 -29 -25
right_child=1 -3 3 -5 5 7 8 9 16 11 -12 12 13 14 -16 17 -18 18 19 23 22 -23 -24 29 -26 26 -28 28 -30 -31
leaf_value=0.00022693445429294593 -0.00033214391090762642 0.00011959806030902725 -0.00021777857942825428 0.00022016934873092745 -0.00055878884955919128 0.00046091022219722322 0.00044224180615163363 -0.00079298422642750668 4.4856121754631976e-05 0.00045383495229543767 0.00010976258151038986 0.00033765465285306653 0.00030873567768139763 -0.00077401148622811887 0.00025450027183978821 0.00023866560119621195 -0.00034722053890370516 -0.00026073908145807576 2.8311225105426277e-05 3.7623165969437523e-05 0.00016837291926397787 0.00081291045491525447 -0.00050080196898696688 5.4495965958538247e-05 -0.00073981995159383158 2.3997402026091153e-07 0.00047293475727201441 -0.000555234308227558 3.5391349229030311e-07 -1.760395810242622e-05
leaf_weight=21 29 26 21 21 21 24 21 22 26 20 26 26 20 20 20 26 22 33 24 42 48 20 21 564 21 39 32 22 64 1779
leaf_count=21 29 26 21 21 21 24 21 22 26 20 26 26 20 20 20 26 22 33 24 42 48 20 21 564 21 39 32 22 64 1779
internal_value=0 -0.000118593 2.12741e-06 5.77015e-07 -9.47931e-07 5.68367e-07 -9.9112e-05 3.64809e-06 4.07896e-05 -1.50557e-07 -0.000303996 4.98306e-06 1.80084e-06 -1.32338e-06 -0.000259756 2.42881e-06 -0.000134846 1.88906e-07 -2.09991e-06 1.08959e-06 6.46426e-05 0.000384947 2.28241e-06 -6.0423e-06 -0.000221525 5.38179e-05 0.000213286 -3.06762e-05 -0.000141773 -2.48279e-07
internal_weight=0 55 3066 3045 3024 3003 90 2913 69 2889 48 2841 2821 2795 40 2755 48 2735 2709 2676 270 44 226 2406 63 205 71 134 86 2343
internal_count=3121 55 3066 3045 3024 3003 90 2913 69 2889 48 2841 2821 2795 40 2755 48 2735 2709 2676 270 44 226 2406 63 205 71 134 86 2343
is_linear=0
shrinkage=0.1


Tree=2380
num_leaves=31
num_cat=0
split_feature=14 14 14 1 14 104 34 1 96 9 2 13 131 131 402 4 13 13 12 2 401 1213 401 1208 1208 1209 1209 401 401 3
split_gain=8.2696e-05 0.000173323 0.000144744 0.000132594 9.20366e-05 0.000110872 0.000123552 0.000648196 0.000155515 8.39296e-05 0.000164553 0.000805417 8.98565e-05 0.000491099 0.000399536 0.000176234 0.000159988 0.000233071 0.000186002 0.000181326 0.000120582 0.000324297 0.000188291 0.000122084 0.000256843 0.000426336 0.000147345 0.000105766 0.000221345 0.000171152
threshold=-0.41348999999999997 -0.46166999999999997 -0.2523999999999999 0.11634000000000001 -0.087574999999999986 0.086600000000000024 -0.057544999999999992 0.10312500000000001 0.083725000000000008 0.092235000000000011 -0.0091949999999999983 -0.0075049999999999987 0.099565000000000015 0.10583000000000002 0.31278000000000006 -0.085719999999999977 -0.0065549999999999992 -0.073839999999999975 0.095330000000000012 0.08839000000000001 0.11602000000000001 -0.084954999999999989 0.11061500000000002 0.11531000000000001 0.10233500000000001 -0.089214999999999989 -0.077594999999999983 0.097935000000000008 0.087110000000000007 -0.081644999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 7 -6 -9 10 11 -8 14 -14 20 -15 17 -17 -19 -18 22 -22 23 24 25 -12 -27 28 -28 -30
right_child=2 -3 4 -5 5 -7 9 8 -10 -11 12 -13 13 15 -16 16 19 18 -20 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.00019175896188244226 0.00026435079536375788 -0.000338927664349533 -0.00015584517669914343 0.00010477191765523075 0.00058744610393081202 -0.0002318081297562458 0.00016988847960924938 -0.00023954236862482503 0.00010360004081511371 0.00014877249756720728 -0.00041560964818927461 -0.00066737539433233913 -0.00039683286722467734 0.00025445797370048242 0.0004526379273738712 -0.00015716222219958178 5.0859723011275167e-05 0.00030433350097941789 -5.3118294575445669e-05 -0.00032208218162850245 6.6397905884047932e-05 -0.0003669207525578508 0.00029237551991726554 -0.00021951657242122262 0.00031975552029997256 0.00024473033547390237 3.2946677522764647e-06 -0.00016237591021677332 0.00035575067417994435 -6.5773854492528528e-06
leaf_weight=25 21 22 37 38 22 20 27 25 28 38 24 20 36 25 20 36 22 37 24 32 39 31 23 24 26 26 2282 37 32 22
leaf_count=25 21 22 37 38 22 20 27 25 28 38 24 20 36 25 20 36 22 37 24 32 39 31 23 24 26 26 2282 37 32 22
internal_value=0 -9.72829e-05 2.72367e-06 -1.28991e-05 9.01388e-07 2.84888e-06 4.43547e-06 0.000131147 -5.82596e-05 1.13911e-06 -8.32792e-07 -0.000186394 2.28421e-06 -6.03047e-05 7.41524e-06 8.53065e-06 -3.21858e-05 4.46151e-05 0.000163697 -0.000170143 3.94507e-06 -0.0001255 7.57535e-06 4.92659e-06 7.12611e-06 3.77144e-06 7.967e-06 5.37288e-06 8.02986e-06 0.000208136
internal_weight=0 85 3036 63 3015 2978 2958 75 53 2883 2845 47 2798 212 2586 176 151 97 61 54 2566 70 2496 2473 2449 2423 2399 2373 2336 54
internal_count=3121 85 3036 63 3015 2978 2958 75 53 2883 2845 47 2798 212 2586 176 151 97 61 54 2566 70 2496 2473 2449 2423 2399 2373 2336 54
is_linear=0
shrinkage=0.1


Tree=2381
num_leaves=31
num_cat=0
split_feature=33 9 16 0 132 50 393 1203 13 2 130 42 43 1213 484 52 3 160 475 158 52 12 484 160 403 484 403 13 50 51
split_gain=7.39919e-05 9.3889e-05 0.000814094 0.000366969 7.64884e-05 0.0021165 0.00110385 0.000303418 8.69534e-05 0.000128538 0.000518478 0.000166324 0.000246587 9.79427e-05 7.67864e-05 0.000316995 0.000196585 0.000248995 0.000248632 0.000295864 0.000194062 0.000221817 0.000180018 0.0012469 0.000841108 0.000329385 0.000218077 0.000158431 0.000151194 0.000266868
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.062294999999999996 -0.083284999999999984 0.10450500000000001 0.12679500000000002 0.089480000000000018 0.056795000000000005 0.10497000000000002 0.09364500000000002 -0.015274999999999999 -0.011244999999999998 0.085435000000000025 -0.085934999999999984 -0.020999999999999994 -0.076234999999999983 -0.0071899999999999993 -0.084264999999999993 0.097060000000000021 -0.0073049999999999999 0.091625000000000012 -0.081614999999999979 -0.025879999999999997 -0.5492149999999999 -0.079734999999999986 -0.5341999999999999 -0.083364999999999981 -0.47248999999999991 -0.44986999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 7 14 8 9 10 11 12 -2 -13 15 16 17 -6 -19 27 -17 -22 23 -16 -24 -26 -27 -20 -28 -30
right_child=1 2 -4 -5 6 -7 -8 -9 -10 -11 -12 13 -14 -15 22 20 -18 18 19 -21 21 -23 24 -25 25 26 28 -29 29 -31
leaf_value=-0.00015372464883013539 -7.5831745235312899e-05 -0.00043606756240478724 0.00064946101384066434 0.00014962578830106753 -0.00026932886198071927 0.0010362148057902231 -0.00074563792673870927 -0.00041294978218047617 0.00016694844522974634 0.00018072721419836553 -0.00046935197225628564 2.1541786058647134e-05 0.00039338744251532872 -0.00025471709931956696 0.00023873684104353958 0.00039423117238832431 -0.00024701305207118447 -0.00015936694021716162 0.00054589401813493832 -7.4251558748073882e-05 0.00026951933741656834 -0.0001196749126797335 0.00046589643772772677 -0.00065384361885913558 -0.00040255453260171979 -0.00025627991139224514 0.00026591571430409594 0.00016189218440558763 -0.00036733556160470474 -4.9858579749978239e-07
leaf_weight=31 21 20 20 23 23 20 20 20 26 24 26 33 24 21 34 33 34 27 22 25 32 27 38 29 21 34 21 21 20 2351
leaf_count=31 21 20 20 23 23 20 20 20 26 24 26 33 24 21 34 33 34 27 22 25 32 27 38 29 21 34 21 21 20 2351
internal_value=0 1.54223e-06 0.000122369 -0.00012279 -9.72509e-07 5.65159e-05 -5.36796e-06 -4.39661e-05 -1.7965e-06 -3.12419e-05 -7.194e-05 3.24308e-05 0.000174418 -8.58922e-05 -6.51652e-08 5.35255e-05 -3.515e-05 2.58953e-05 9.73706e-05 0.000199311 0.000200033 9.14135e-05 -5.19708e-06 -0.000172134 -9.64891e-07 -8.21488e-06 -4.80139e-06 0.000358358 -1.22686e-06 -3.59295e-06
internal_weight=0 3090 63 43 3027 215 2812 195 175 149 125 99 45 54 2792 244 152 118 95 68 92 59 2548 63 2485 2447 2426 43 2392 2371
internal_count=3121 3090 63 43 3027 215 2812 195 175 149 125 99 45 54 2792 244 152 118 95 68 92 59 2548 63 2485 2447 2426 43 2392 2371
is_linear=0
shrinkage=0.1


Tree=2382
num_leaves=31
num_cat=0
split_feature=14 15 1 4 484 0 4 393 132 33 9 9 132 132 2 2 132 13 16 484 484 403 13 16 1456 43 484 484 2 0
split_gain=7.53376e-05 0.000151521 0.000120704 0.00011947 0.000605741 0.0010881 0.000273838 9.3899e-05 0.00139143 9.3e-05 0.000124688 0.000253743 0.000102087 0.000299277 0.000298089 0.000391159 0.000311357 0.000243715 0.000149011 0.000121879 0.000386246 0.000777925 0.000751524 0.000263776 0.000292153 0.000290086 0.000247008 0.000236217 0.000243724 0.000269997
threshold=-0.41348999999999997 -0.44764999999999994 0.11634000000000001 0.51164000000000009 0.090535000000000018 -0.092404999999999973 0.50194500000000009 0.10483000000000002 -0.083284999999999984 -0.018454999999999996 0.092235000000000011 0.085355000000000014 0.093160000000000007 0.090050000000000005 0.082850000000000021 0.087195000000000009 0.10240500000000001 -0.0065549999999999992 -0.077074999999999991 -0.073334999999999984 -0.081614999999999979 -0.085079999999999975 -0.086134999999999975 -0.071359999999999993 -0.080829999999999985 -0.081374999999999989 -0.064309999999999992 -0.096419999999999992 0.08919500000000001 -0.085754999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 7 9 -9 -2 11 12 13 19 -14 -16 -17 18 -18 20 21 -11 -22 25 -25 -23 -21 28 29 -26
right_child=3 -3 -4 4 -6 -7 -8 8 -10 10 -12 -13 14 -15 15 16 17 -19 -20 26 22 23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.00018127873839694075 0.00021399641336756759 -0.000312063124526859 0.0001031576981453376 -2.0784988206484029e-06 -0.00019628947508241063 0.00091341774430475197 -0.00033737051101828306 0.00070396850924589677 -0.0002517247603790542 -0.00057873299851854388 0.00020757699603564107 -0.00032166125020012261 -0.000167048427847476 -0.00030134179910151835 0.00052952419950584454 0.00035709303395248883 -4.7358832291691847e-05 -0.00021092756196128159 0.00031667420249008999 -0.00027479006673924495 -0.00018265512604557444 9.3946699053049094e-06 0.00059419506115690728 0.00031506000884325695 9.2112590134955756e-05 0.00050149104325100788 -7.0234806678643192e-06 -0.00020492454225012779 0.0001821700455454242 -0.00029342708016081496
leaf_weight=25 20 23 37 37 38 20 24 25 39 21 28 25 40 34 22 28 23 39 22 35 20 23 33 27 39 25 2195 58 62 34
leaf_count=25 20 23 37 37 38 20 24 25 39 21 28 25 40 34 22 28 23 39 22 35 20 23 33 27 39 25 2195 58 62 34
internal_value=0 -9.28539e-05 -1.15344e-05 2.59966e-06 0.000112973 0.000319148 -9.65623e-07 1.80219e-06 0.000121593 -8.85016e-07 -2.402e-06 -4.49805e-06 -1.64586e-06 -6.59751e-06 7.2515e-05 0.000144026 6.83037e-05 -2.79595e-05 0.000130613 -2.7012e-06 5.28851e-05 7.37498e-06 0.000301044 5.33014e-05 6.96095e-06 0.000265695 -1.12261e-05 -3.6141e-05 3.63734e-05 -8.74538e-05
internal_weight=0 85 62 3036 95 57 2941 2917 64 2853 2833 2805 2780 2606 174 134 112 84 45 2572 342 289 53 268 220 48 2230 193 135 73
internal_count=3121 85 62 3036 95 57 2941 2917 64 2853 2833 2805 2780 2606 174 134 112 84 45 2572 342 289 53 268 220 48 2230 193 135 73
is_linear=0
shrinkage=0.1


Tree=2383
num_leaves=31
num_cat=0
split_feature=132 393 15 2 0 2 400 42 399 123 33 31 0 3 3 13 38 12 2 4 3 2 151 1 157 2 2 2 3 15
split_gain=9.56115e-05 0.000566443 0.000233848 7.70823e-05 0.000194708 0.000164906 0.00014389 0.000130706 8.34789e-05 7.626e-05 8.66914e-05 0.000116967 0.000415565 7.30048e-05 0.000898816 0.00030313 0.000283262 0.000257826 0.000194112 0.000418477 0.00124179 0.000539567 0.000428609 0.00032775 0.00040912 0.000283469 0.00087421 0.000563597 0.000539134 0.000358138
threshold=-0.083174999999999985 0.12069000000000002 0.091475000000000015 0.11585500000000001 -0.097274999999999986 0.089320000000000024 -0.016164999999999995 -0.049004999999999993 0.088015000000000024 -0.088149999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.078904999999999989 -0.042499999999999989 -0.049509999999999992 -0.16152999999999998 0.10777500000000002 0.14786000000000002 0.092480000000000021 0.052250000000000012 0.086245000000000016 0.083935000000000023 -1.0000000180025095e-35 0.086105000000000015 -0.0045449999999999996 0.10699500000000002 0.10559 0.11215000000000001 -0.011549999999999998 -0.09551999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 -1 6 8 -8 -6 -2 -11 12 -12 14 15 -13 18 -17 19 21 -21 22 -15 24 -23 26 28 -27 -20 -30
right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 11 13 -14 16 -16 17 -18 -19 25 20 -22 23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0003103301768229964 -0.00018440118424636735 0.00052231902677920606 -0.00032289454783798044 0.00014495956202154048 -6.0424915661082367e-05 0.00019358678272868876 -0.00038404070981501025 -2.683804661501199e-05 0.00016392253541939515 0.00016122228754444651 -0.00051247511102701536 -0.00038550979399587959 2.5359557470188056e-05 6.0544162115547808e-05 -0.00060130751633550976 1.9165993604250464e-06 0.0004034433313063346 0.00033862524812676664 0.00038243495207727674 0.00094089392944061686 -6.1733040007917836e-05 0.00030049416986562742 -0.00057243013434344909 0.00038670076416262117 -0.00022991098997987471 0.00039451727617490227 -0.00068171156453900039 -1.206495064010885e-05 0.00021742936051768167 -0.00024592177224817076
leaf_weight=24 22 21 30 24 43 33 21 20 27 34 20 20 51 20 25 2023 20 23 26 21 30 26 23 36 33 39 24 271 22 69
leaf_count=24 22 21 30 24 43 33 21 20 27 34 20 20 51 20 25 2023 20 23 26 21 30 26 23 36 33 39 24 271 22 69
internal_value=0 4.84351e-06 -6.32493e-05 -2.26797e-05 -4.66282e-05 -2.67788e-06 -6.10268e-05 -0.000209796 2.61091e-05 1.06763e-06 2.49631e-06 5.83951e-07 -0.000126143 3.85463e-06 -5.29757e-06 1.91455e-06 3.28505e-05 5.70169e-06 2.12694e-05 0.000106343 0.000351113 1.58841e-05 -0.000278023 0.000148916 3.82688e-06 -1.43822e-05 -0.000131936 3.90857e-05 -1.91611e-05 -0.000133903
internal_weight=0 2899 222 192 168 144 111 41 70 2878 2856 2822 71 2751 2091 2066 660 2046 640 189 51 138 43 95 59 451 141 310 117 91
internal_count=3121 2899 222 192 168 144 111 41 70 2878 2856 2822 71 2751 2091 2066 660 2046 640 189 51 138 43 95 59 451 141 310 117 91
is_linear=0
shrinkage=0.1


Tree=2384
num_leaves=31
num_cat=0
split_feature=10 13 9 9 132 393 1203 455 374 120 40 1 16 1 51 51 51 3 51 43 51 13 13 12 0 51 16 3 157 156
split_gain=8.64941e-05 0.000258447 0.000320907 0.000143121 7.55284e-05 0.000457573 0.000216365 7.54643e-05 9.38012e-05 0.000102673 0.000163828 0.000123659 0.000268382 0.000162715 9.00927e-05 0.000322054 0.000218475 0.000506943 0.00028596 0.00124902 0.000212459 0.000190057 0.000277542 0.000321889 0.000175204 0.000414806 0.000661155 0.00124961 0.00030454 0.000514992
threshold=0.053330000000000009 -0.085584999999999981 0.092890000000000014 0.091600000000000015 -0.083174999999999985 0.12069000000000002 0.089005000000000015 0.090605000000000019 0.092550000000000007 1.0000000180025095e-35 -0.23202499999999995 0.14627000000000004 -0.11118499999999999 0.13968000000000003 0.094075000000000006 0.090560000000000015 0.088210000000000011 -0.082039999999999988 0.078435000000000019 -1.0000000180025095e-35 0.012085000000000002 -0.10278499999999999 -0.11122999999999998 0.096210000000000004 -0.065229999999999996 -0.063174999999999995 0.19444000000000003 -0.10217499999999997 -0.0045449999999999996 0.094415000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 7 -1 8 9 10 -6 13 -13 14 15 16 18 -18 20 -20 21 22 23 -12 -23 28 -27 -28 29 -26
right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 11 12 -14 -15 -16 -17 17 -19 19 -21 -22 24 -24 -25 25 26 27 -29 -30 -31
leaf_value=-1.8600234523746528e-05 0.00015643335599452258 -0.00048075552432027722 2.6331043045502156e-05 0.0002408943936461583 0.00028494559257524087 0.00047008712426759307 -0.00032102923788544205 0.00012717784748987317 0.0002099137946580803 -0.00018622136432289458 -2.6310890791377599e-05 0.00010325854808880568 -0.00036347754402023778 0.00024956527407854224 5.2256999043245079e-05 -0.0003050483329894228 -0.00012862606229398145 0.00054281886398751774 0.0001404235804405592 -0.00086107538139913232 0.00024198077519291215 -8.8988478571157747e-07 0.00043928806927786879 0.00038638584918099581 -2.5563361518184786e-05 -7.9765850465404446e-05 -1.5589861071757262e-06 -0.0011060309759341181 -6.2711665338032285e-05 0.00058357539288092237
leaf_weight=191 25 26 24 25 20 21 27 47 21 30 106 22 28 26 275 36 22 23 33 20 35 1644 21 23 35 130 21 20 121 23
leaf_count=191 25 26 24 25 20 21 27 47 21 30 106 22 28 26 275 36 22 23 33 20 35 1644 21 23 35 130 21 20 121 23
internal_value=0 -0.000106092 -0.000237354 2.61223e-06 6.40353e-07 5.04993e-06 -5.6057e-05 1.53958e-06 -6.19469e-07 -2.2485e-06 -1.92174e-07 -2.33285e-06 -0.000158114 6.46892e-07 -1.85383e-06 -8.28724e-06 -3.59537e-06 0.000214557 -7.9936e-06 -0.000237501 -2.41128e-06 -6.40089e-06 0.000102153 4.72707e-05 -1.45669e-05 -7.881e-05 -0.000190193 -0.000540326 2.75944e-05 0.000215992
internal_weight=0 75 50 3046 3021 2803 218 2782 2735 2714 2684 2664 50 2614 2588 2313 2277 45 2232 53 2179 2144 150 129 1994 350 171 41 179 58
internal_count=3121 75 50 3046 3021 2803 218 2782 2735 2714 2684 2664 50 2614 2588 2313 2277 45 2232 53 2179 2144 150 129 1994 350 171 41 179 58
is_linear=0
shrinkage=0.1


Tree=2385
num_leaves=31
num_cat=0
split_feature=1204 1185 1186 8 16 33 1186 1186 1185 1185 129 1184 394 129 1204 2 3 43 4 2 40 4 399 130 12 12 13 13 3 13
split_gain=8.46969e-05 0.000107707 0.00013141 7.22153e-05 0.000190425 0.000128251 8.26087e-05 0.000178064 0.00010916 0.000165669 0.000134482 0.000147162 8.60155e-05 7.70702e-05 0.000323013 0.00024791 0.000242011 0.000265975 0.000223293 0.000339516 0.000152937 0.000129062 0.000112155 0.000108211 0.000107909 0.000709671 0.000267998 0.000453178 0.00169343 0.00081515
threshold=0.053645000000000005 -0.10973499999999999 -0.092084999999999986 0.080475000000000005 -0.034884999999999992 -1.0000000180025095e-35 0.089315000000000019 0.10211000000000002 0.090595000000000009 0.085905000000000009 -0.077709999999999987 0.084515000000000021 -0.088469999999999979 0.083780000000000007 -0.098194999999999991 0.08542000000000001 -0.092174999999999993 -0.096754999999999994 0.0037800000000000004 0.094565000000000024 -0.24290999999999999 0.63113500000000011 -0.065739999999999979 0.088525000000000006 0.097145000000000023 0.096525000000000014 -0.15078499999999997 -0.069964999999999986 -0.073309999999999986 -0.064619999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 8 -8 9 10 -7 12 -12 14 -14 -15 17 -17 19 -18 -16 22 23 -22 25 -24 -26 28 -28 -29
right_child=-2 2 3 4 -6 6 7 -9 -10 -11 11 -13 13 15 20 16 18 -19 -20 -21 21 -23 24 -25 26 -27 27 29 -30 -31
leaf_value=-0.00023293476930120961 0.00016721521834066759 0.00021174626659746444 0.00020237066435642664 4.7773032212827469e-05 -0.0003140901914985779 -0.0002231944863264549 0.00034223890066814854 -7.4683836282929411e-05 -0.00022598802500975912 0.00020785311349459949 -0.00015634462062145168 0.00026734088743978645 -0.00038031933186373311 0.00034613822684220329 -0.00027933887007748127 5.0660323797065609e-05 -1.7642689726926619e-05 -0.00043071365729371213 -8.4057744866835758e-05 0.00044300657355051954 0.00031126262633320457 0.00023943280069612562 -5.1666136307757893e-06 -1.0128461872227491e-05 0.00023979418068032326 0.00043675382870345418 -0.00085714738408569256 0.00046746367414016279 0.0002144967287112477 -7.9749998472265505e-05
leaf_weight=20 30 29 31 33 26 28 21 20 22 37 37 20 23 26 20 24 32 22 42 32 22 22 2033 20 29 37 30 30 29 294
leaf_count=20 30 29 31 33 26 28 21 20 22 37 37 20 23 26 20 24 32 22 42 32 22 22 2033 20 29 37 30 30 29 294
internal_value=0 -1.62292e-06 -1.16494e-07 -2.13622e-06 -0.000111692 3.06539e-08 -2.09419e-06 0.000138862 -4.07949e-06 -2.38963e-06 -5.11719e-06 -2.95495e-06 -4.88288e-06 -2.85755e-06 -7.2336e-06 6.07919e-05 1.19827e-05 -0.000179562 9.51058e-05 0.000212682 -3.8895e-06 -1.72572e-06 -3.82773e-06 0.000158219 -6.56987e-06 2.73245e-06 -5.33072e-05 -7.55003e-05 -0.000330407 -2.90821e-05
internal_weight=0 3091 3071 3042 59 2983 2952 41 2911 2889 2852 2824 2804 2767 2589 178 152 46 106 64 2566 2546 2524 42 2482 2070 412 383 59 324
internal_count=3121 3091 3071 3042 59 2983 2952 41 2911 2889 2852 2824 2804 2767 2589 178 152 46 106 64 2566 2546 2524 42 2482 2070 412 383 59 324
is_linear=0
shrinkage=0.1


Tree=2386
num_leaves=31
num_cat=0
split_feature=33 3 4 4 1 15 4 1 51 16 4 4 13 3 40 13 376 16 3 1 0 3 0 151 16 0 0 2 9 2
split_gain=8.43094e-05 7.70751e-05 0.000353388 0.000948209 0.00232412 0.000643296 0.000642255 0.000414462 0.000457588 0.000326873 0.000310011 0.000270336 0.000231288 0.000203741 0.000529763 0.000288007 0.00033162 0.000459224 0.00026845 0.000182469 0.000403036 0.000169938 0.000164504 0.00014799 0.000247882 0.00020503 0.000491784 0.000155197 0.000127943 0.000204792
threshold=-0.012019999999999998 -1.0000000180025095e-35 0.26450500000000005 0.053180000000000012 0.094220000000000012 -0.10469999999999999 0.018150000000000003 0.087325000000000014 0.086685000000000012 -0.087659999999999988 -0.0073899999999999999 0.41257000000000005 -0.16152999999999998 -0.011549999999999998 -0.0061149999999999998 -0.0087749999999999981 0.084075000000000011 -0.13088499999999997 -0.013929999999999998 0.099195000000000019 -0.026509999999999995 0.086245000000000016 -0.075684999999999988 -0.077959999999999988 -0.5335399999999999 -0.09515499999999999 -0.12333499999999999 0.13404500000000005 0.088235000000000022 -0.080614999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 5 -5 -3 7 8 21 -9 19 -4 -2 18 15 16 17 -15 28 -11 22 -7 -21 -13 -25 26 -26 -27 29 -14
right_child=1 2 11 4 -6 6 -8 9 -10 10 -12 23 13 14 -16 -17 -18 -19 -20 20 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-0.00017274366359093361 -0.00032121652589209944 -0.00043039762631765215 -0.0003522206404886674 0.0011718904156833351 -4.8690528470055704e-05 -0.00025220699739986148 0.00061069590548868292 0.00044945174083113674 -0.00056306495597319942 0.00033705152233998322 -0.00029707571569209299 0.00022305099382286984 0.00030635681812947788 -7.6654381161831591e-06 -0.00058653843284229797 0.00030558779835700991 0.00015258993231067767 -0.00063117236083295829 0.0003059516148165005 -1.5635818708688022e-06 -0.0003419567769742571 9.9086974923920951e-05 0.00035135695038012013 -0.00036029794364762698 -9.5703527202001878e-05 -0.00036444257362745704 0.00051322165846137246 1.2735960141678029e-05 -0.00018992679239350507 -1.7150364880671523e-07
leaf_weight=28 23 29 30 26 39 21 20 25 21 29 21 21 22 27 21 20 28 21 29 25 20 40 28 23 36 20 21 24 35 2348
leaf_count=28 23 29 30 26 39 21 20 25 21 29 21 21 22 27 21 20 28 21 29 25 20 40 28 23 36 20 21 24 35 2348
internal_value=0 1.56379e-06 3.67188e-05 9.55737e-05 0.000439542 1.54377e-05 6.71546e-05 1.98902e-05 -0.000160454 0.000119811 5.28104e-05 -7.89729e-05 -5.52458e-06 -2.67828e-06 -0.000131578 -3.20553e-05 -0.000120909 -0.00028045 3.5178e-06 0.000124846 4.05448e-05 -2.18503e-05 0.000184885 -2.24389e-05 -6.40138e-05 3.45683e-06 0.000128637 -0.000158709 -1.29014e-07 2.67391e-06
internal_weight=0 3093 519 344 65 279 250 230 82 148 123 175 2574 2551 117 96 76 48 2434 102 73 61 53 145 124 101 57 44 2405 2370
internal_count=3121 3093 519 344 65 279 250 230 82 148 123 175 2574 2551 117 96 76 48 2434 102 73 61 53 145 124 101 57 44 2405 2370
is_linear=0
shrinkage=0.1


Tree=2387
num_leaves=31
num_cat=0
split_feature=33 123 376 120 40 52 12 15 142 11 401 1213 13 402 401 401 147 1 148 14 9 14 1428 473 15 132 1 132 15 1
split_gain=7.00728e-05 6.74085e-05 0.000151349 7.85502e-05 0.000280631 0.000228146 0.000120343 0.000272001 0.000243264 0.000288477 0.000125569 0.000522017 0.000411326 0.000163882 0.000133942 0.000127309 0.00012101 0.000270919 0.000188643 0.00011988 0.000227976 0.0002179 0.00018659 0.000230468 0.000179061 0.00013203 0.00240869 0.00109044 0.000564041 0.000213611
threshold=-0.009184999999999997 0.13162000000000004 0.11283000000000001 1.0000000180025095e-35 -0.24134999999999998 -0.057699999999999994 0.12757000000000002 -0.059484999999999989 -0.057499999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.066634999999999986 -0.42321999999999993 0.13729500000000003 0.12828500000000001 0.095485000000000014 0.10781 -0.098399999999999974 -0.31058999999999998 0.091600000000000015 -0.23960999999999996 -0.071779999999999997 -0.072684999999999986 -0.44764999999999994 -0.083284999999999984 0.089475000000000013 -0.069704999999999989 0.091475000000000015 0.14804000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 8 -8 -6 -10 11 12 -11 -12 15 16 18 -18 -15 24 21 -21 -23 -24 -20 26 28 -27 -25 -29
right_child=1 -3 -4 5 6 -7 7 -9 9 10 13 -13 -14 14 -16 -17 17 -19 19 20 -22 22 23 25 -26 27 -28 29 -30 -31
leaf_value=-0.00014959815392015323 0.00037610835192026571 -0.00018149121984606609 0.00027688526570273097 0.00010513203051232267 0.00034217491317706716 -0.00036679391009134373 -0.00044062767585273833 1.9324463614288514e-05 -0.0003778840159066022 0.00043516257196426437 0.00022841774669800407 -0.00039325938743882275 -0.00015030462104082942 -0.00026156488769360026 0.00025583921454935555 -0.00024294999117652574 0.00038850666373036803 -9.2650838698980155e-05 -1.7681081070415012e-05 0.00033307657584373377 0.00027287643133604432 -0.00023824304894333183 0.00034287166636204347 8.1528409377349466e-06 -0.00036109692948891529 -0.00072170656418339132 0.00097480712902324744 5.0787985986794693e-06 -0.00056115641185897406 -0.00032317480610799976
leaf_weight=31 20 20 20 20 21 21 20 36 20 21 33 38 28 27 21 21 25 22 49 20 32 32 20 134 22 21 26 2260 20 20
leaf_count=31 20 20 20 20 21 21 20 36 20 21 33 38 28 27 21 21 25 22 49 20 32 32 20 134 22 21 26 2260 20 20
internal_value=0 1.50082e-06 2.69295e-06 8.94969e-07 2.76826e-06 -0.000136586 2.70164e-07 -0.000144944 3.04275e-06 5.97088e-07 3.21452e-06 -0.000115103 0.00010061 6.88427e-06 4.24696e-06 2.32641e-06 4.21315e-06 0.000163284 1.4266e-06 4.10008e-06 7.62101e-06 4.29623e-06 1.70025e-06 4.7703e-06 -0.000124092 2.04478e-06 8.45241e-05 -4.40732e-06 -6.57834e-05 2.19938e-06
internal_weight=0 3090 3070 3050 3009 41 2989 56 2933 2912 2892 87 49 2805 2772 2751 2730 47 2683 2656 2585 2553 2533 2501 71 2481 180 2301 154 2280
internal_count=3121 3090 3070 3050 3009 41 2989 56 2933 2912 2892 87 49 2805 2772 2751 2730 47 2683 2656 2585 2553 2533 2501 71 2481 180 2301 154 2280
is_linear=0
shrinkage=0.1


Tree=2388
num_leaves=31
num_cat=0
split_feature=1204 132 399 15 390 42 1186 13 132 1185 43 130 130 1446 402 403 1210 2 13 2 13 13 154 474 1420 3 0 133 11 3
split_gain=8.03875e-05 0.000101429 0.000349878 0.00018538 9.09982e-05 0.00013085 0.000111778 0.000706538 0.000158075 0.00011465 0.000259222 0.000108478 0.000187259 8.72477e-05 0.000513166 0.000439108 0.000279748 0.000225841 0.000330055 0.000329527 0.00025626 0.000221176 0.000146188 0.000205143 0.000187896 0.000120918 0.000297582 0.00056195 0.000298482 0.0002817
threshold=0.053645000000000005 -0.083449999999999983 0.091580000000000009 0.091650000000000023 0.087590000000000015 -0.012324999999999997 0.057025000000000006 -0.0082249999999999979 -0.029554999999999994 0.085905000000000009 -0.011694999999999999 -0.22699999999999995 -0.11198999999999999 0.083715000000000026 0.094195000000000015 -0.54856499999999986 -0.41266499999999995 0.085155000000000022 -0.084419999999999981 0.087625000000000022 -0.083894999999999983 -0.052719999999999996 1.0000000180025095e-35 -0.26322499999999993 1.0000000180025095e-35 -0.094299999999999981 0.10455500000000001 0.087035000000000015 -0.011194999999999998 -0.096099999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 -6 8 -8 -3 11 -11 -10 -13 15 17 -14 -17 18 -15 -19 -21 -22 23 -18 25 29 28 -28 -27 -25
right_child=-2 2 -4 -5 5 -7 7 -9 9 10 -12 12 13 14 -16 16 22 19 -20 20 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-3.8403194806868043e-05 0.00016290566030268869 0.00027385709690861407 0.00034287612220699278 -0.00035959343716967856 0.00033022472925949844 -3.1506654195254669e-05 -0.00056397135745100968 0.00011618598515009841 -0.00023616702848812564 -6.8510757030352311e-05 0.00042374504439067094 0.00030243864282965662 -0.00035238392423756577 -6.2278685187553304e-05 0.00045494166752177992 0.00035815618705653052 -0.00026635512617611959 -0.00033879314624105718 0.0003602591942675796 0.00021980130773161552 -0.00027458011912434208 7.131292787610284e-05 0.00025420210163463796 1.6559564553662837e-05 0.00027700799147841398 0.00034317415177255223 -0.00065197487184334366 6.3511691278899488e-05 -1.9362833425854356e-05 0.0003453439641037091
leaf_weight=177 30 21 30 20 20 20 24 42 20 23 20 20 37 38 28 21 31 35 36 39 36 38 21 376 23 23 21 23 1800 28
leaf_count=177 30 21 30 20 20 20 24 42 20 23 20 20 37 38 28 21 31 35 36 39 36 38 21 376 23 23 21 23 1800 28
internal_value=0 -1.5811e-06 3.14515e-06 -7.10113e-05 -4.13487e-07 0.000149359 -2.53491e-06 -0.000131144 5.42753e-07 -1.55429e-06 0.000160445 -4.14003e-06 -2.4046e-06 -4.70184e-06 5.15224e-05 -1.05488e-05 -5.20535e-06 6.40715e-07 0.00014328 -7.06791e-05 1.23651e-05 -9.69594e-05 -8.45795e-06 -1.08304e-05 -7.37733e-06 -1.02575e-05 -2.09913e-05 -0.000277971 -1.47889e-05 3.93466e-05
internal_weight=0 3091 2894 197 2864 40 2824 66 2758 2737 43 2694 2674 2654 250 2404 2367 222 74 148 113 74 2346 2325 2294 2271 1867 44 1823 404
internal_count=3121 3091 2894 197 2864 40 2824 66 2758 2737 43 2694 2674 2654 250 2404 2367 222 74 148 113 74 2346 2325 2294 2271 1867 44 1823 404
is_linear=0
shrinkage=0.1


Tree=2389
num_leaves=31
num_cat=0
split_feature=130 40 120 33 12 15 9 13 132 1203 1185 2 0 130 15 16 13 403 0 402 403 1209 1212 12 1456 153 1375 457 456 150
split_gain=7.09882e-05 0.000202551 0.000211197 0.000116637 9.60568e-05 0.000207389 0.000175101 0.000585232 0.000101113 0.00209403 0.00106004 0.000294334 0.0002366 0.000297296 0.000135633 0.00022238 0.000124582 0.000107443 0.00044618 0.000851782 0.000265876 9.99807e-05 0.000397513 0.000191141 0.000131404 0.000191289 0.00010518 0.000119559 0.000107628 0.000100961
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.012019999999999998 0.12757000000000002 -0.059484999999999989 0.091600000000000015 -0.0021749999999999994 -0.083284999999999984 0.089165000000000008 -0.087384999999999977 0.083865000000000009 -0.073309999999999986 0.10923000000000001 -0.10469999999999999 -0.089669999999999986 -0.013024999999999998 -0.53960999999999981 -0.086409999999999987 -0.035114999999999993 -0.52800499999999995 -0.067109999999999989 -0.087464999999999987 0.11586 0.11510000000000002 1.0000000180025095e-35 0.11259000000000001 0.41022000000000008 -0.11319999999999998 0.12416000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 8 -8 9 11 -10 -5 13 14 -13 -16 -17 18 -12 -20 -19 22 -22 24 25 26 27 28 -23 -30
right_child=1 2 -4 4 5 -7 7 -9 10 -11 17 12 -14 -15 15 16 -18 20 19 -21 21 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.000175034247734837 -0.00031850860081362954 -0.00020838425387207987 0.00030948877802901818 -0.00034095233181844755 -0.00036922741882418369 1.6575645330656124e-05 -0.00010274617083528679 0.00060551055852556604 -0.00073052169231232252 0.00096550356804231277 -0.00026398975493396973 0.0002579725955729373 0.00029486596952968592 -0.00038121401607482273 -0.00032120981944899546 0.00026743518894363662 -4.2342018400017264e-05 -0.00027311804329252076 -6.4771850338729572e-05 0.00073305140831507747 -0.00013725527351198254 -0.00021062976375105791 0.00039098901906982065 -0.00023792858735439092 0.00018290175908660809 -0.00029565556631661657 -0.00022229110181797297 0.00020791606844535899 -3.5886124789213586e-07 0.00016839416085632467
leaf_weight=23 20 27 22 29 22 38 28 20 20 23 22 20 24 22 20 20 37 36 32 23 28 24 29 34 39 22 21 28 2332 36
leaf_count=23 20 27 22 29 22 38 28 20 20 23 22 20 24 22 20 20 37 36 32 23 28 24 29 34 39 22 21 28 2332 36
internal_value=0 -1.29948e-06 7.61661e-07 -1.46085e-06 3.8363e-07 -0.000124885 2.91517e-06 0.000192361 -1.97937e-07 6.93659e-05 -5.17407e-06 -5.04665e-05 8.44321e-06 -4.93227e-05 2.59516e-05 -3.43136e-05 6.63517e-05 1.8696e-07 0.00011662 0.000268863 -3.2232e-06 5.23894e-07 0.000131501 -2.41998e-06 7.80373e-07 -2.1034e-06 5.42297e-07 2.47598e-06 7.11585e-08 2.20664e-06
internal_weight=0 3098 3078 3056 3029 60 2969 48 2921 195 2726 172 143 119 97 77 57 2706 77 55 2629 2593 57 2536 2502 2463 2441 2420 2392 2368
internal_count=3121 3098 3078 3056 3029 60 2969 48 2921 195 2726 172 143 119 97 77 57 2706 77 55 2629 2593 57 2536 2502 2463 2441 2420 2392 2368
is_linear=0
shrinkage=0.1


Tree=2390
num_leaves=31
num_cat=0
split_feature=9 32 33 9 97 374 9 43 4 1 0 52 16 4 3 1425 1429 12 52 475 1446 12 4 2 403 0 403 133 12 49
split_gain=7.55686e-05 9.07616e-05 0.000182599 0.000339037 7.79492e-05 9.36194e-05 9.2013e-05 0.000319103 0.00010457 0.000137347 9.46409e-05 0.000182672 0.000117497 0.000117014 0.000368785 0.000121269 0.000187058 0.000476911 0.000519149 0.0006795 0.000116651 0.000534903 0.000817477 0.000489583 0.00158658 0.000646616 0.000331717 0.000688203 0.000238361 0.0002375
threshold=0.10750500000000002 1.0000000180025095e-35 -0.012019999999999998 0.091600000000000015 -0.086464999999999986 0.08987500000000001 -0.036024999999999995 -0.076834999999999987 0.62736500000000006 0.15799000000000005 0.13134000000000004 0.095415000000000014 0.083160000000000026 -0.50940999999999981 0.083060000000000009 0.10499500000000002 -1.0000000180025095e-35 0.092655000000000015 -0.085264999999999994 -0.010194999999999997 0.083715000000000026 0.083785000000000012 -0.026489999999999996 0.083715000000000026 -0.085164999999999977 -0.086284999999999987 -0.54856499999999986 0.40431 0.085055000000000006 0.08610000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 9 10 13 12 -12 14 -8 16 17 18 19 -15 26 22 -22 25 -25 -23 27 -18 -26 -30
right_child=-2 -3 3 -5 5 -7 8 -9 -10 -11 11 -13 -14 15 -16 -17 20 -19 -20 -21 21 23 -24 24 28 -27 -28 -29 29 -31
leaf_value=-0.00026921166351530698 -0.00016977250665009848 0.00019933603423693137 -0.0001927482188745801 0.00038463773665210722 4.6882126580508285e-05 0.00017071656052394248 -0.00039014007058446219 -0.00044889597909786977 0.00018695145486465967 -0.00025552450623806745 0.0001815373550198274 0.00033964318286052733 -0.00014085879352373573 6.110599497333169e-05 0.00013396068371366709 -0.0002326884005345743 -0.00071594105222175133 -0.00018556763987622357 -2.9886932369242086e-06 0.00085033024467217428 0.00082924767747975976 0.00069766418921062728 -5.3106861152974453e-05 -0.00092881034652236849 0.00033455339368877257 -5.253247455348847e-05 -3.7574973194636219e-06 6.4312073048383291e-05 -0.00015284719020679694 0.00019866824517646758
leaf_weight=25 26 23 21 23 37 32 29 20 30 21 20 24 26 20 25 22 20 35 41 24 21 20 21 20 22 27 2334 26 57 29
leaf_count=25 26 23 21 23 37 32 29 20 30 21 20 24 26 20 25 22 20 35 41 24 21 20 21 20 22 27 2334 26 57 29
internal_value=0 1.4262e-06 -5.55455e-08 2.15282e-06 -7.56287e-07 5.86314e-07 -1.24612e-06 -0.000127075 1.21519e-06 -7.16884e-07 1.15212e-06 0.000115998 -6.86555e-07 -1.72622e-06 -0.000147501 1.14776e-06 3.04117e-06 0.000125105 0.00025303 0.000491592 -2.59907e-06 6.75895e-05 0.00038807 -9.32592e-06 -0.000110679 0.0002667 -8.99862e-06 -0.000274928 4.08265e-05 -3.43129e-05
internal_weight=0 3095 3072 3047 3024 3003 2971 57 2914 2884 2863 70 46 2793 54 2739 2717 120 85 44 2597 217 42 175 128 47 2380 46 108 86
internal_count=3121 3095 3072 3047 3024 3003 2971 57 2914 2884 2863 70 46 2793 54 2739 2717 120 85 44 2597 217 42 175 128 47 2380 46 108 86
is_linear=0
shrinkage=0.1


Tree=2391
num_leaves=31
num_cat=0
split_feature=33 9 1 1429 472 394 132 133 390 1186 3 48 48 0 1 1374 1186 12 0 160 9 16 13 15 13 133 13 13 42 13
split_gain=8.66134e-05 0.000104701 0.000184929 7.35394e-05 0.000222223 7.51727e-05 0.00137029 0.00184791 8.91992e-05 0.000187222 8.35871e-05 8.05396e-05 0.000269062 0.000186877 0.000775704 0.00021914 0.000166265 0.000351706 0.00015663 0.000148429 0.000137767 0.000355207 0.000163505 0.000525038 0.000284804 0.000437258 0.000580298 0.000210698 0.000395077 0.000356997
threshold=-1.0000000180025095e-35 0.091600000000000015 0.13021500000000003 -0.23752499999999996 -0.19476999999999997 0.0041850000000000004 -0.083284999999999984 -0.017654999999999997 0.090020000000000017 0.090275000000000008 -0.52915999999999996 0.083685000000000009 0.085130000000000025 -0.23051499999999997 0.099660000000000012 -1.0000000180025095e-35 0.057025000000000006 0.08598500000000002 -0.24955499999999997 -0.40957499999999997 -0.036024999999999995 -0.14771999999999999 -0.15416999999999995 0.082685000000000022 -0.10278499999999999 -0.11828999999999999 -0.13710499999999998 -0.093219999999999983 0.088915000000000008 -0.091559999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 8 -7 -8 9 10 -6 16 -13 14 -14 -15 18 -18 -12 -17 21 -20 23 -22 25 -24 -27 28 -26 -29
right_child=1 2 -4 4 5 6 7 -9 -10 -11 11 12 13 15 -16 19 17 -19 20 -21 22 -23 24 -25 27 26 -28 29 -30 -31
leaf_value=0.00015642624572917289 -0.00018152913319433787 -0.00036268678085517341 1.9021559661875172e-05 0.00027277496281991872 -0.000202783795213604 0.00073955776857948647 -0.00075772438323366701 0.00044825104238649757 -0.00019944112737784567 0.00028244303172433996 0.00021604961328839344 0.00039166855057374048 -0.00064113888889551175 0.00033732023591216166 0.00019440495222806931 -0.00020644424388323117 9.5512061016052037e-05 -0.00048390127485617999 4.2127187895987714e-05 3.5059536059293611e-05 -1.3506991296796309e-05 -0.00045736314779484631 -0.00012484415044309571 -0.00053812236480249955 -3.8659465791434127e-05 3.8624015750039173e-05 0.00079127363569568847 0.0002959780503806542 -0.00054979629232548182 -5.9874169375456692e-06
leaf_weight=35 22 22 30 30 21 23 27 24 23 23 31 20 20 23 25 27 20 22 35 443 93 24 25 24 62 21 20 40 20 1846
leaf_count=35 22 22 30 30 21 23 27 24 23 23 31 20 20 23 25 27 20 22 35 443 93 24 25 24 62 21 20 40 20 1846
internal_value=0 -1.77411e-06 -0.00014247 6.37298e-07 1.96786e-06 -7.56555e-07 9.87743e-05 -0.000190207 -3.28932e-06 -1.72554e-06 -4.00922e-06 -2.53992e-06 3.1517e-05 1.81284e-05 -0.000176948 3.59346e-05 -1.08639e-05 -0.00020799 -7.16948e-06 2.11859e-05 -1.03006e-05 -0.000161055 -6.16554e-06 -0.00012112 4.46908e-07 0.00020478 0.00040577 -6.40572e-06 -0.000163327 4.16941e-07
internal_weight=0 3086 52 3034 3012 2982 74 51 2908 2885 2862 2841 558 538 45 493 2283 42 2241 470 2210 59 2151 117 2034 66 41 1968 82 1886
internal_count=3121 3086 52 3034 3012 2982 74 51 2908 2885 2862 2841 558 538 45 493 2283 42 2241 470 2210 59 2151 117 2034 66 41 1968 82 1886
is_linear=0
shrinkage=0.1


Tree=2392
num_leaves=31
num_cat=0
split_feature=132 394 1203 156 475 52 52 2 156 475 157 2 12 475 1420 16 13 43 51 12 12 3 0 133 52 47 51 2 130 130
split_gain=8.41283e-05 0.000400479 0.000365776 7.85488e-05 0.000238586 8.20003e-05 0.000283164 0.000165485 0.000156491 0.000105707 0.000808267 0.00061589 0.00104903 0.00031849 0.000127307 0.000120434 0.000235587 0.000280252 0.00059795 0.000737934 0.000326481 0.000320815 0.0002796 0.000505357 0.000570571 0.000363571 0.000386017 0.000195548 0.000190176 0.000282081
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.3248100000000001 0.13528000000000004 -0.55692499999999978 -0.55061999999999989 0.10060500000000001 -0.094124999999999986 -0.085719999999999977 -0.086394999999999986 0.086950000000000013 0.084655000000000022 -0.084894999999999984 -0.083279999999999979 0.071345000000000006 -0.095539999999999986 -0.095589999999999994 -1.0000000180025095e-35 0.092550000000000007 0.088930000000000023 -0.094299999999999981 -0.080499999999999988 0.090665000000000009 -0.23375999999999997 0.080455000000000013 -0.23681499999999997 0.092120000000000021 -0.22562499999999999 -0.093639999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 7 -7 -2 -8 10 -10 -12 -13 -11 -15 28 -17 20 22 -20 27 -22 -19 25 -25 26 -24 -18 -16 -30
right_child=1 -3 -4 -5 -6 6 8 -9 9 13 11 12 -14 14 15 16 17 18 19 -21 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-1.8641408960506017e-05 -4.4127619993459024e-05 0.00042951505241200561 -0.00046758467855397608 -0.00018282952090806288 0.00034689199223066682 -0.00033745758328586816 0.00022776303875919742 0.00026124034432411592 0.00063739270580382172 -0.0003613002032507211 0.00028523550155679572 -0.0007627321837745789 0.00010184758282573764 -0.00024216696778735656 -0.0002912757531573464 0.0001920851075036418 6.6976041998714216e-05 -0.00037174005364332434 -0.00015465983866209043 -0.00086958853975044228 0.00048591254837810992 8.7237334810197365e-07 -0.00048457797602168289 0.00068904096489859519 -4.8953823782291944e-05 0.00014335542628032271 7.567305389481287e-06 -0.00037523253879044203 0.00030124515037503887 6.6284660475085259e-06
leaf_weight=196 36 22 20 23 20 25 30 35 22 25 37 23 36 22 21 35 20 22 42 22 25 30 34 20 22 36 30 20 33 2137
leaf_count=196 36 22 20 23 20 25 30 35 22 25 37 23 36 22 21 35 20 22 42 22 25 30 34 20 22 36 30 20 33 2137
internal_value=0 4.47691e-06 -6.02102e-05 1.23347e-06 2.7137e-06 2.89908e-07 -2.43101e-06 0.000106406 6.21341e-07 -1.88944e-06 9.06782e-05 -3.46106e-05 -0.000235192 -6.09706e-06 -2.64312e-06 -5.75825e-07 -5.43495e-05 -8.10529e-05 -0.00014118 -0.000400417 6.32511e-05 0.000221345 -4.00139e-05 1.13803e-05 0.000302472 -0.000110878 -0.000253885 -0.000154128 8.21056e-06 1.11088e-05
internal_weight=0 2905 216 2883 2860 2840 2769 71 2744 2714 118 96 59 2596 2571 2549 358 323 228 64 95 55 164 142 42 100 64 40 2191 2170
internal_count=3121 2905 216 2883 2860 2840 2769 71 2744 2714 118 96 59 2596 2571 2549 358 323 228 64 95 55 164 142 42 100 64 40 2191 2170
is_linear=0
shrinkage=0.1


Tree=2393
num_leaves=31
num_cat=0
split_feature=130 40 120 10 43 9 11 9 2 15 16 15 52 3 15 13 42 12 1 15 12 390 2 1184 2 12 1447 1212 398 1204
split_gain=7.40557e-05 0.000167326 0.000164489 9.42424e-05 0.000334565 0.000349492 0.000158325 0.000142994 0.000181012 0.000105147 0.000111722 0.000524812 0.00118163 0.000231814 0.000376037 0.000321381 0.000366791 0.000283434 0.000205984 0.000282237 0.000190597 0.000173698 0.000486078 0.000176299 0.000167671 0.000151898 0.000144019 0.000128544 0.000129617 0.000200589
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -6 -3 8 -8 10 11 13 20 14 15 16 -10 25 -15 -20 -13 23 -23 26 -21 -18 27 -12 29 -29
right_child=1 2 -4 4 5 -7 7 -9 9 -11 21 12 -14 18 -16 -17 17 -19 19 24 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00017877601753950689 -0.00028963763383217157 0.00025191025808453561 0.00027300377498084508 0.00012653880849029521 -0.0006028622179292143 -1.1683519842335956e-05 0.00030134229549730665 -0.00020780282008645096 0.00048816380135360219 0.00021725557069823318 -0.00021849618281703445 -0.00022392428116290832 -0.00085128764873661569 -0.00031264513020163795 0.00045749439513715717 -0.00021871910284971819 2.5896560227270781e-05 -0.00020113227412152544 -0.00026487655066434419 0.00029771191201199634 0.00019024652225198225 0.0005605513386399253 -0.00013664140569744632 -0.00025713351686555632 -4.1843699661760846e-05 0.00038672670678352011 -0.00023415475827641785 9.2924807926708045e-06 -0.00018739254658364438 0.0003060497376440174
leaf_weight=23 20 25 22 32 20 20 20 33 21 22 25 20 25 33 23 40 28 34 31 26 25 20 20 26 33 20 25 2353 33 23
leaf_count=23 20 25 22 32 20 20 20 33 21 22 25 20 25 33 23 40 28 34 31 26 25 20 20 26 33 20 25 2353 33 23
internal_value=0 -1.32727e-06 5.46092e-07 -1.41532e-06 -0.000114468 -0.000307273 1.31249e-06 -8.04763e-07 1.5298e-06 -5.33602e-07 -2.19496e-06 -5.43931e-05 -0.000300064 5.11208e-06 8.22059e-05 2.18449e-05 0.000115268 1.977e-05 -9.89333e-05 -2.05723e-05 6.17061e-06 5.22648e-06 0.000211955 1.89885e-06 0.000107791 0.000176242 4.63771e-06 7.09038e-06 9.43146e-06 1.21651e-05
internal_weight=0 3098 3078 3056 72 40 2984 2959 2926 2906 2884 359 70 289 166 143 103 82 123 90 45 2525 40 2485 59 48 2459 2434 2409 2376
internal_count=3121 3098 3078 3056 72 40 2984 2959 2926 2906 2884 359 70 289 166 143 103 82 123 90 45 2525 40 2485 59 48 2459 2434 2409 2376
is_linear=0
shrinkage=0.1


Tree=2394
num_leaves=31
num_cat=0
split_feature=33 9 1 34 34 9 120 40 40 123 40 481 1447 2 1447 1447 3 1456 1447 4 1447 160 15 0 0 0 159 482 2 2
split_gain=8.17542e-05 0.000117626 0.000204253 0.000179726 0.000124801 0.000122668 7.99931e-05 0.000173932 0.000111403 0.000221761 0.00014744 7.41924e-05 0.000831421 0.000723139 0.000291799 0.000113835 0.000931107 0.000395976 0.000240201 0.00020829 0.000114085 0.000152433 0.000239255 0.000104867 0.000772925 0.000443902 0.000289358 0.000247352 0.000289062 0.000694902
threshold=-0.044254999999999996 0.091905000000000014 0.13021500000000003 -0.097449999999999981 -0.084564999999999987 0.082870000000000013 0.093680000000000013 -0.24134999999999998 -0.083564999999999987 0.087505000000000013 -0.081564999999999985 -0.086484999999999992 -0.085684999999999997 0.085485000000000019 0.0030850000000000005 -0.085709999999999995 -0.085709999999999995 0.085405000000000023 -0.084334999999999979 -0.0047449999999999992 -0.082344999999999988 -0.52641999999999989 -0.0072999999999999992 -0.087414999999999979 -0.087974999999999984 -0.087184999999999985 -0.08760999999999998 0.086210000000000023 0.08647500000000001 0.085955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 -6 9 -9 -10 12 -12 -14 -15 16 -13 19 -17 -18 -20 22 -22 24 26 -25 -23 28 29 -28
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leaf_value=0.00019209124134662986 0.00029999186350323728 -0.00037326301604954774 2.2829970888172587e-05 -0.00021480195896906985 0.00028767426223826726 0.0002419988619207981 -0.00018631138075801099 -0.00032825761217585145 0.00021512139992410086 5.6242537296687571e-05 0.0004852694368621867 -0.00060890037722721767 -0.00044976338737315552 -0.00013871791829092928 0.00036139556073716713 0.00028116549908493955 -0.0002797001803173771 0.00045874089406424908 -0.00018020484146998367 0.00013273549405857921 -2.2500356938288515e-05 -0.00024307850496780686 0.0004093861561673491 0.00045649943321305649 -0.00047367651216183347 4.2820915128246244e-06 2.8632834540080223e-05 0.00027960214375202813 -5.2481818436084564e-05 0.00063035322153674701
leaf_weight=22 20 23 30 27 21 21 23 30 32 30 35 27 34 20 28 30 24 20 36 25 29 51 23 22 38 1628 223 31 497 21
leaf_count=22 20 23 30 27 21 21 23 30 32 30 35 27 34 20 28 30 24 20 36 25 29 51 23 22 38 1628 223 31 497 21
internal_value=0 -1.36368e-06 -0.000149059 1.2062e-06 -7.68585e-07 1.15836e-06 -5.3998e-07 9.05956e-07 -1.14658e-06 -0.000136008 1.66889e-06 -7.34515e-07 7.7241e-05 -9.69175e-05 0.000153015 -4.08245e-06 -0.000111041 8.37739e-05 -1.76787e-07 -6.92738e-05 -3.42429e-06 -9.41227e-07 0.000168526 -4.45071e-06 -3.2741e-05 1.03117e-05 -1.23818e-05 2.85847e-06 -8.7192e-06 8.04202e-05
internal_weight=0 3099 53 3046 3026 2999 2978 2955 2934 60 2874 2842 117 82 48 2725 96 69 2629 49 2599 2563 52 2511 861 1650 823 772 741 244
internal_count=3121 3099 53 3046 3026 2999 2978 2955 2934 60 2874 2842 117 82 48 2725 96 69 2629 49 2599 2563 52 2511 861 1650 823 772 741 244
is_linear=0
shrinkage=0.1


Tree=2395
num_leaves=31
num_cat=0
split_feature=1429 472 471 471 156 1446 2 1427 51 1426 52 156 157 475 475 1370 42 1 1373 457 1374 1374 481 1446 13 1456 15 403 403 1210
split_gain=6.87064e-05 0.000193019 0.000103435 0.000120245 0.000144487 0.000119719 0.000440095 0.000110764 0.000165124 8.73949e-05 0.000138905 0.000309193 0.000112509 0.000161755 0.000162217 0.000402938 0.00030648 0.000182043 0.000136223 0.000380774 0.000205254 0.000169884 0.000135808 0.000689931 0.00116478 0.000124574 0.000675247 0.000254123 0.000186295 0.000224648
threshold=-0.23752499999999996 -0.19476999999999997 0.10338500000000002 0.093985000000000013 -0.092624999999999985 0.10734500000000001 0.09142500000000002 0.088755000000000014 -0.066639999999999991 -0.061919999999999996 -0.55692499999999978 0.013700000000000002 0.32331500000000007 0.058495000000000012 -0.086304999999999979 0.077860000000000026 0.083935000000000023 0.081315000000000012 1.0000000180025095e-35 -0.084129999999999996 -0.41674499999999998 -0.067869999999999986 -0.086484999999999992 0.083715000000000026 -0.081224999999999978 0.085790000000000019 0.086195000000000008 -0.55327499999999985 -0.54856499999999986 -0.41266499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 9 -9 -6 11 -11 13 14 16 18 17 -12 20 -20 -16 -22 23 24 -23 27 -27 -24 -29 -30
right_child=1 2 -4 -5 5 6 -8 8 -10 10 12 -13 -14 -15 15 -17 -18 -19 19 -21 21 22 25 -25 -26 26 -28 28 29 -31
leaf_value=-0.00017609662212304431 0.00025367182034339447 -0.0002626692123677848 -0.00021248638893113189 0.00023884127883883638 -0.00016400078347942327 0.00049389782596501229 -8.010839724995415e-05 1.1311475204170816e-05 -0.00035478799201717431 -1.9664783113902169e-05 -0.00023953117959622648 0.0004732221629819833 -0.00021648874026141131 0.00023589751759447671 -0.00031723034307582399 -0.00044209879464081797 0.00038504302971095088 0.00014179666029503419 -0.00010682270663129467 0.00038493130450660833 0.00025099873309955003 -0.00058454460860230028 0.00032512869795976696 0.00049019665983054907 0.00041313222225818958 2.5596982775006337e-05 -0.00062202022582780398 -0.00029852349791988016 0.00031943805803339711 -9.1157364739822527e-06
leaf_weight=22 30 21 23 21 32 22 34 28 22 35 21 20 24 29 21 21 31 31 31 32 26 25 23 31 22 69 21 22 21 2310
leaf_count=22 30 21 23 21 32 22 34 28 22 35 21 20 24 29 21 21 31 31 31 32 26 25 23 31 22 69 21 22 21 2310
internal_value=0 1.25013e-06 -1.21733e-06 3.77935e-07 -1.27751e-06 5.49793e-07 0.000145394 -2.20166e-06 -0.000149772 3.44419e-07 2.1794e-06 0.000159567 -9.00044e-07 9.56478e-07 -1.5139e-06 -5.78587e-06 0.000136167 -1.22011e-05 -2.33351e-06 0.000142957 -5.86624e-06 -3.32202e-06 -5.92121e-06 0.000123992 -0.000117547 -1.00304e-05 -0.000125514 -5.65602e-06 -8.88936e-06 -6.15579e-06
internal_weight=0 3099 3069 3046 3025 3004 56 2948 50 2898 2866 55 2811 2787 2758 2675 83 52 2654 63 2591 2570 2544 78 47 2466 90 2376 2353 2331
internal_count=3121 3099 3069 3046 3025 3004 56 2948 50 2898 2866 55 2811 2787 2758 2675 83 52 2654 63 2591 2570 2544 78 47 2466 90 2376 2353 2331
is_linear=0
shrinkage=0.1


Tree=2396
num_leaves=31
num_cat=0
split_feature=156 475 1425 1426 1428 474 44 154 1456 1456 160 156 448 448 483 1455 482 1446 3 2 1456 481 481 1456 1456 1 2 475 13 15
split_gain=8.31213e-05 0.000197409 8.0716e-05 9.35972e-05 8.27207e-05 0.000171833 8.00757e-05 0.000106407 0.0001175 0.000170459 0.000157995 9.64772e-05 0.00010373 0.000105475 0.000145037 0.000145066 0.000483217 0.000115499 0.000664441 0.00181531 0.000546078 0.000498854 0.000421086 0.000256594 0.000241452 0.000189888 0.000226478 0.000121919 0.00108799 0.000833597
threshold=0.3248100000000001 0.13528000000000004 0.10129000000000002 1.0000000180025095e-35 -0.071779999999999997 -0.42010499999999995 0.094585000000000016 0.085530000000000009 0.11510000000000002 0.10795500000000001 -0.57146499999999989 0.12734000000000004 -0.087679999999999994 -0.083689999999999987 -0.47181499999999993 -0.097209999999999977 0.11562500000000002 0.083715000000000026 -0.085784999999999986 0.085785000000000014 0.090820000000000026 -0.086219999999999977 -0.081334999999999977 0.085405000000000023 0.081770000000000023 0.086560000000000012 0.09142500000000002 -0.085719999999999977 -0.085744999999999988 -0.015039999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 9 10 -7 12 -12 -14 -15 16 -16 20 19 -19 23 -20 -23 24 27 26 -24 28 -17 -30
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 -11 11 -13 13 14 15 17 -18 18 21 -21 -22 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00018991466751448689 -0.00018940266100284846 0.00030696603214545621 -0.00020091823767870665 0.00018955600596830036 0.0002925938242697157 0.00025901689865428997 0.00014469810813426266 -0.00022763125414799321 0.0001706894416994869 -0.00029498154370230625 0.00020891626342705896 -0.00022299381307675504 -0.00021758616658980432 0.00025318631722422489 -0.00050316025590291247 0.00073669735519658961 0.00015238396881613883 0.0011224305903306231 -0.00040037094096381527 -0.00011596610554612388 -0.00052754340431420137 0.00042960152877640216 -0.00043767978902906182 0.00033708052466284823 -0.00032159227036269539 0.00012432654083099667 3.8216938992263753e-05 -6.9339078314503877e-06 -0.00047101642994675787 0.0002808565191587369
leaf_weight=23 23 21 20 26 20 23 37 21 39 20 23 20 23 22 23 21 22 20 30 29 20 24 20 22 24 33 20 2393 30 29
leaf_count=23 23 21 20 26 20 23 37 21 39 20 23 20 23 22 23 21 22 20 30 29 20 24 20 22 24 33 20 2393 30 29
internal_value=0 1.40616e-06 -6.79237e-07 6.30799e-07 -9.89807e-07 4.54765e-07 -1.50065e-06 -3.33371e-06 -1.72612e-06 -4.05203e-06 -2.02535e-06 -4.13348e-06 -2.58567e-06 -4.31991e-06 -2.55675e-06 -4.59528e-06 -0.000182672 -1.64373e-06 7.66956e-05 0.000389502 -7.07411e-06 -4.39935e-05 6.62263e-05 -2.94176e-06 -5.93755e-06 -5.32395e-05 -0.000199731 -2.87418e-06 0.000118562 -0.000101452
internal_weight=0 3098 3077 3057 3031 3008 2988 2951 2930 2891 2871 2848 2828 2805 2782 2760 45 2715 176 49 2539 127 97 2519 2497 73 40 2473 80 59
internal_count=3121 3098 3077 3057 3031 3008 2988 2951 2930 2891 2871 2848 2828 2805 2782 2760 45 2715 176 49 2539 127 97 2519 2497 73 40 2473 80 59
is_linear=0
shrinkage=0.1


Tree=2397
num_leaves=31
num_cat=0
split_feature=49 16 4 403 2 0 402 132 4 15 12 12 51 475 45 11 4 3 0 133 3 12 15 42 11 13 0 403 0 1209
split_gain=6.91903e-05 0.000135288 7.0343e-05 0.000344243 0.00061062 0.000284749 0.00114704 0.000563614 0.000369158 0.000304341 0.000274518 0.000744029 0.000245178 0.000274184 0.000227149 0.000514691 0.000223322 0.00027911 0.000330249 0.000302539 0.000857215 0.000528754 0.00032656 0.000292052 0.000279825 0.000645232 0.000737576 0.000179952 0.000151231 0.000149675
threshold=-0.23803499999999997 0.013515000000000001 -0.085719999999999977 -0.5492149999999999 0.083935000000000023 -0.082724999999999979 0.10265000000000002 0.10434000000000002 -0.08713499999999999 0.090455000000000021 0.085700000000000012 0.089300000000000004 -0.17684999999999998 -0.24039999999999997 0.094030000000000016 -0.011194999999999998 -0.086849999999999997 0.084940000000000015 0.047850000000000011 0.048520000000000008 -0.089819999999999983 0.086305000000000007 0.040760000000000005 -1.0000000180025095e-35 0.090070000000000025 0.10443000000000001 0.12411500000000002 -0.5341999999999999 -0.033209999999999996 -0.077874999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 8 12 9 10 -2 -12 -7 -14 15 -5 17 19 28 20 21 23 -21 -15 25 26 -23 -17 -19 -29
right_child=2 -3 3 14 -6 7 -8 -9 -10 -11 11 -13 13 16 -16 27 -18 18 -20 22 -22 24 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-2.2753612834744025e-05 0.0003500275774058537 0.00031777704512933272 -9.2193438848924068e-05 0.00045461728796362879 0.00067039641878745033 0.00028441153140738607 -0.00085695944580947985 0.00051390841503494553 -0.000371855050670328 -0.00028541452378373259 -0.00044475556204071672 0.00036035727498529013 -0.0003992693516192958 -6.5301006543450058e-05 -0.00032709408525468981 -0.0002333730519956479 0.00025223651220065741 0.0001116746476674009 0.00032603469532123435 0.00030087437191854627 -0.00077271650281458978 0.00013301339817901506 -0.00012654908026515609 -0.00056947694662354753 0.0003898609246243723 0.00040506454692645504 -0.00068668912679727546 0.00016792937736201293 -0.00026783760523747851 -2.005162358968646e-06
leaf_weight=28 34 20 21 25 21 25 20 21 27 22 22 24 20 20 21 33 28 21 39 33 21 23 39 27 20 22 21 53 21 2349
leaf_count=28 34 20 21 25 21 25 20 21 27 22 22 24 20 20 21 33 28 21 39 33 21 23 39 27 20 22 21 53 21 2349
internal_value=0 0.000119134 -1.86087e-06 5.20315e-06 0.000289101 -3.42655e-05 -0.000152305 9.59477e-06 -4.30567e-05 4.39781e-05 0.000134561 -2.46967e-05 -1.82752e-05 -3.95912e-05 3.97129e-07 3.19279e-06 -1.81178e-05 -4.27756e-05 0.000116493 -9.98585e-05 -0.000178971 -8.52212e-05 6.93533e-05 -0.000354934 6.21799e-05 -3.71173e-05 -0.000258208 -1.44196e-06 -7.80815e-05 1.74443e-06
internal_weight=0 48 3073 2523 42 550 149 401 129 102 80 46 380 355 2481 2460 335 307 81 226 154 133 72 47 86 66 44 2435 42 2402
internal_count=3121 48 3073 2523 42 550 149 401 129 102 80 46 380 355 2481 2460 335 307 81 226 154 133 72 47 86 66 44 2435 42 2402
is_linear=0
shrinkage=0.1


Tree=2398
num_leaves=31
num_cat=0
split_feature=474 474 157 474 4 49 472 160 4 1 151 160 2 156 52 472 155 1 1428 367 39 1 12 132 15 394 50 133 0 12
split_gain=7.48691e-05 0.000418868 0.000345805 0.000994114 0.000421494 0.000309505 0.000169339 0.000195333 0.000430829 0.000247428 0.000394656 0.000223804 0.000177378 0.00028309 0.000118299 0.000104456 0.000140278 0.00025214 0.000143022 9.77407e-05 0.00019433 0.000235335 0.000134745 0.000117322 0.00185876 0.00100009 0.000414006 0.000197386 0.000148385 0.000141443
threshold=0.08393500000000001 0.081755000000000008 -0.086284999999999987 0.086080000000000018 -0.0047449999999999992 0.10815000000000001 -0.082054999999999975 -0.063384999999999983 -0.012164999999999999 0.08776500000000001 -0.083804999999999977 -0.073679999999999982 0.088055000000000008 0.089300000000000004 -0.066844999999999988 -0.15279499999999999 0.11562500000000002 0.103565 -0.018864999999999996 -0.0098099999999999975 -0.020804999999999994 0.16540500000000002 0.15120000000000003 -0.083284999999999984 0.091915000000000011 0.11233000000000001 0.09227500000000001 -0.45516499999999999 -0.09595999999999999 0.13043000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 -2 -5 6 -4 11 9 10 -9 12 13 -8 -14 -1 18 -18 -17 -20 -21 22 23 24 26 29 27 -22 -29 -25
right_child=2 -3 5 4 -6 -7 7 8 -10 -11 -12 -13 14 -15 -16 16 17 -19 19 20 21 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.00020922835404538396 -0.00067079320959296206 0.00037120397883559381 -0.00027920165170065088 -0.00019737074308068259 0.00036385573725767804 0.00036254142330068609 -0.00036138682867047089 0.00013845226292133979 0.00047438158513978131 0.00027648164134006946 -0.00046114827869349117 -0.00034447176976755146 -4.1379825456210205e-05 0.00010290983833935268 0.00021158680404034002 0.00022391492043268577 -0.00037756774345999245 4.0428082068120284e-05 0.00018988239699629721 -0.00025440257042646407 0.00029547675096962072 0.00032725227118300448 -0.00020513064500846668 -9.1908779151971082e-07 0.00086267631354880556 -0.00067587979780331484 -0.00047334097238490355 -0.00027160767918262121 1.4493625942511412e-05 0.00024832587071653943
leaf_weight=24 31 31 23 32 23 23 29 23 25 20 21 24 36 24 38 29 27 31 27 30 21 22 32 2259 26 22 20 22 103 23
leaf_count=24 31 31 23 32 23 23 29 23 25 20 21 24 36 24 38 29 27 31 27 30 21 22 32 2259 26 22 20 22 103 23
internal_value=0 5.69755e-06 -4.21037e-05 -0.000217928 3.7324e-05 1.07664e-05 -1.99972e-05 4.84325e-06 0.000122353 -1.51575e-05 -0.000147721 -6.44177e-05 -1.14942e-05 -0.000151139 8.8522e-05 1.52879e-06 -3.21543e-07 -0.000154156 3.06329e-06 6.06555e-07 -1.37424e-06 1.60256e-06 -1.23141e-06 1.38268e-06 7.64857e-05 -4.8759e-06 -4.66526e-05 1.17979e-05 -3.58602e-05 1.59302e-06
internal_weight=0 2749 372 86 55 286 263 240 89 64 44 151 127 53 74 2718 2694 58 2636 2607 2580 2550 2528 2496 192 2304 166 146 125 2282
internal_count=3121 2749 372 86 55 286 263 240 89 64 44 151 127 53 74 2718 2694 58 2636 2607 2580 2550 2528 2496 192 2304 166 146 125 2282
is_linear=0
shrinkage=0.1


Tree=2399
num_leaves=31
num_cat=0
split_feature=156 475 1428 474 156 1425 154 0 16 2 0 1456 51 51 3 4 1374 160 48 2 129 160 133 120 12 12 142 129 15 4
split_gain=7.53717e-05 0.000181769 8.07624e-05 0.000158428 8.0453e-05 0.000114098 8.3004e-05 0.00013571 0.000103536 0.000146154 0.000123337 0.000100885 0.000105641 0.000423151 0.000628676 0.000166013 0.000235063 0.000188718 0.000331082 0.000332545 0.00032546 0.000254744 0.000189382 0.000163112 0.000374887 0.000491325 0.000254594 0.000177607 0.000298526 0.000248208
threshold=0.3248100000000001 0.13528000000000004 -0.071779999999999997 -0.42010499999999995 0.12734000000000004 0.08789000000000001 0.085530000000000009 -0.26609999999999995 -0.54165499999999989 0.10045500000000002 -0.23194499999999998 0.11510000000000002 0.082455000000000014 0.0038750000000000004 -0.081054999999999974 0.033845000000000007 -0.035729999999999991 0.081905000000000019 0.092475000000000016 0.087955000000000019 0.10119500000000002 0.043720000000000009 -0.14643999999999999 1.0000000180025095e-35 0.14786000000000002 0.12757000000000002 -0.057499999999999989 0.10311000000000002 0.083490000000000023 -0.085719999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 9 -9 -10 12 13 23 -15 16 -14 20 19 -19 21 22 -18 24 25 26 -12 29 -29 -28
right_child=-2 -3 3 4 -6 -7 -8 8 10 -11 11 -13 15 14 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00016393585205150887 -0.0001803574157352357 0.00029454512834837219 0.00027466396568343043 0.00023727430428455897 -0.00015624038465885502 0.00022262908776452683 -0.00019906679420576744 -1.7859514318843139e-05 -0.00021728024962444411 0.00025987570613021188 0.0003505308061721735 0.00015930681660584494 0.00036877205939558541 6.0772879296564495e-05 -0.00073211812632507651 -0.00016579276800459614 0.0003536547907225957 2.8069374093320223e-05 0.0002372883369389456 -0.00048352139778284328 -0.00031726125249406325 0.00041915188143637201 4.7518836687055639e-05 -0.00023925771999832552 0.00035909744110540487 -0.00050251567205123143 -9.5875694342770684e-05 0.00038644780895689718 -4.343765779464905e-05 1.1553298432136714e-06
leaf_weight=30 23 21 21 24 33 23 21 40 27 36 20 38 23 20 20 36 22 24 20 27 20 23 248 30 28 20 308 30 35 1830
leaf_count=30 23 21 21 24 33 23 21 40 27 36 20 38 23 20 20 36 22 24 20 27 20 23 248 30 28 20 308 30 35 1830
internal_value=0 1.339e-06 -6.62077e-07 9.45476e-07 -9.54091e-07 7.58053e-07 -9.6014e-07 4.50589e-07 -1.49258e-06 0.000113699 -4.56544e-06 -2.53025e-06 -4.73924e-06 -1.32131e-05 -0.000335673 4.00404e-05 5.82468e-05 3.96477e-05 -0.000107544 -0.000242773 7.30362e-05 9.96777e-05 7.24632e-05 -7.60758e-06 -4.54747e-06 -9.08696e-06 -4.64765e-06 -7.87215e-06 0.000154971 -1.28229e-05
internal_weight=0 3098 3077 3047 3026 2993 2970 2949 2925 76 2849 2822 2784 2341 40 443 407 384 71 51 313 293 270 2301 2271 2243 2223 2203 65 2138
internal_count=3121 3098 3077 3047 3026 2993 2970 2949 2925 76 2849 2822 2784 2341 40 443 407 384 71 51 313 293 270 2301 2271 2243 2223 2203 65 2138
is_linear=0
shrinkage=0.1


Tree=2400
num_leaves=31
num_cat=0
split_feature=39 39 128 38 46 0 154 474 1420 1419 132 1203 399 50 393 129 48 148 448 160 160 160 1447 481 1447 4 480 160 484 50
split_gain=7.21057e-05 0.000176861 0.00014469 0.0001446 0.00010215 0.000178231 0.000107279 0.000226704 0.000134358 0.000107217 8.19437e-05 0.00216739 0.000957906 0.000380694 0.000222169 9.04421e-05 8.6047e-05 0.000235001 0.000111823 0.000107594 0.000120136 9.85703e-05 9.30629e-05 0.000105298 0.000752968 0.00113323 0.000275456 0.000108402 0.000130363 0.000227953
threshold=-0.083889999999999978 -0.020804999999999994 0.11976500000000002 0.10828500000000001 0.10253500000000002 -0.26609999999999995 0.084190000000000001 -0.26322499999999993 1.0000000180025095e-35 0.10408000000000002 -0.083284999999999984 0.089480000000000018 0.091580000000000009 0.088425000000000017 0.098330000000000015 -0.08341999999999998 -0.083559999999999982 -0.079549999999999996 -0.077994999999999981 0.51752500000000012 0.50959500000000013 0.40950000000000003 0.093155000000000016 -0.086484999999999992 -0.085684999999999997 -0.050494999999999991 0.089125000000000024 0.26691500000000007 -0.13719999999999996 0.041865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 9 10 11 13 14 -9 15 -12 17 -17 -18 20 21 22 23 24 -20 -26 -27 28 29 -25
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 12 -13 -14 -15 -16 16 18 -19 19 -21 -22 -23 -24 27 25 26 -28 -29 -30 -31
leaf_value=0.00018467537127954921 -0.00021857533594467555 0.00028626500650055027 0.000200671236921658 -0.00024050038261339067 -0.00020029668725328521 -0.00026574577677820346 0.00022579383027429383 1.6090576136546977e-06 0.00023751015857366534 0.00023064866894856098 0.00020461751458545528 0.0010475102762575262 -0.00052602410913095811 -0.00046130569156957788 0.00031705275548368013 -6.8276764180224682e-05 -0.00024242199142463506 0.00028603218807903534 0.00049143343665036809 0.00018321678401359047 -0.00024547220323473172 0.00021582706722256262 -0.00021182674205523323 0.00038077162759651877 -0.00072383836130029532 0.00046049284719629213 -6.4346279468736615e-05 -0.00022082073710407715 -1.0535476172875776e-05 -7.4925063069843285e-05
leaf_weight=21 37 22 36 25 25 32 21 159 24 20 21 20 35 20 22 39 20 36 32 30 21 20 22 23 20 20 20 24 2233 21
leaf_count=21 37 22 36 25 25 32 21 159 24 20 21 20 35 20 22 39 20 36 32 30 21 20 22 23 20 20 20 24 2233 21
internal_value=0 -1.25102e-06 1.37418e-06 -9.96053e-07 9.98487e-07 2.68891e-06 5.7768e-07 -1.0343e-06 1.88464e-06 -8.0266e-08 -1.69488e-06 6.02007e-05 -6.32716e-06 -5.01133e-05 6.04776e-07 -2.0708e-06 -3.7525e-06 0.000101792 -6.91124e-06 -5.01654e-06 -7.31581e-06 -5.26189e-06 -7.09286e-06 -5.21064e-06 9.9696e-05 -0.000109231 0.000198073 -9.40508e-06 -7.17672e-06 0.00016328
internal_weight=0 3100 3063 3027 3002 2977 2955 2934 2902 2878 2858 199 2659 179 2624 2602 2581 75 2506 2486 2456 2435 2415 2393 92 60 40 2301 2277 44
internal_count=3121 3100 3063 3027 3002 2977 2955 2934 2902 2878 2858 199 2659 179 2624 2602 2581 75 2506 2486 2456 2435 2415 2393 92 60 40 2301 2277 44
is_linear=0
shrinkage=0.1


Tree=2401
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 472 471 1446 52 480 1427 131 1427 480 481 1447 403 481 403 1208 3 403 12 0 154 157 403 155 1429 1428 475
split_gain=7.31421e-05 0.000520882 0.00043248 8.35205e-05 0.000177341 9.84372e-05 0.000112819 0.000536753 0.000663464 0.000102519 0.00016877 9.29738e-05 0.000103845 0.000378382 0.000625969 0.000332064 0.000262729 0.000183674 0.000210664 0.000699721 0.000332181 0.000174927 0.00033425 0.000145615 0.000156942 0.000105275 0.000103612 0.000286939 0.000132808 0.000181815
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 -0.19476999999999997 0.10338500000000002 0.10734500000000001 0.008405000000000001 -0.075014999999999984 0.088755000000000014 0.090495000000000006 0.08486500000000001 0.086995000000000017 -0.086219999999999977 -0.072479999999999989 -0.55327499999999985 -0.082949999999999982 -0.54856499999999986 0.10233500000000001 -0.080289999999999986 -0.52800499999999995 0.09364500000000002 -0.082394999999999982 1.0000000180025095e-35 0.42235000000000006 -0.49218499999999993 0.11245500000000001 -0.0065149999999999991 0.090025000000000008 -0.085774999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 9 -8 -9 11 -11 12 15 14 -14 -6 -15 -17 20 -20 -19 22 -18 24 25 -22 28 -28 29 -27
right_child=1 3 -4 4 5 -7 7 8 -10 10 -12 -13 13 16 -16 17 21 18 19 -21 23 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-3.3839910443370732e-06 0.00050046416872646666 -0.0002030265125176811 -0.00043041571515021603 0.00024389380492114774 0.00039998524706399101 -0.00020656076553480135 -0.00026772733578003349 -3.6947437733529529e-05 0.00075885819445829837 -0.00030523483292199671 7.5106927724846186e-05 0.00021548786055063828 -0.0006902685896341648 0.00035069772851784367 3.2605969579890371e-05 -0.00028700097078316586 3.65384787021737e-05 -0.00032608554939807005 0.00066122742493462288 -0.00011916743554778536 0.00019991972539746378 0.00013670318439835684 -0.00046088687879753044 0.00025945888638406441 -0.00025342529091479572 -0.00014184642615958204 -0.00013486444193404169 0.00036895150708285375 -0.0002407683877011194 6.4110804181359389e-06
leaf_weight=195 21 20 27 30 21 23 22 22 20 28 20 20 23 20 25 22 35 31 20 27 27 32 22 22 24 86 20 26 23 2167
leaf_count=195 21 20 27 30 21 23 22 22 20 28 20 20 23 20 25 22 35 31 20 27 27 32 22 22 24 86 20 26 23 2167
internal_value=0 4.23632e-06 -5.53203e-05 6.1548e-07 2.04055e-06 -5.25082e-07 1.16434e-06 0.000132411 0.000342008 -1.90017e-06 -0.000146759 6.81798e-07 -9.2543e-07 -7.98295e-05 -0.000313771 3.99824e-06 2.31908e-05 6.65279e-07 3.22438e-06 0.000212915 -8.38061e-07 -5.04063e-05 -0.00015545 3.37182e-06 9.97649e-07 3.59712e-06 1.3143e-06 0.000149901 -1.68878e-06 7.51895e-07
internal_weight=0 2899 222 2878 2858 2828 2805 64 42 2741 48 2693 2673 157 48 2516 109 2495 2473 47 2426 89 57 2395 2373 2349 2322 46 2276 2253
internal_count=3121 2899 222 2878 2858 2828 2805 64 42 2741 48 2693 2673 157 48 2516 109 2495 2473 47 2426 89 57 2395 2373 2349 2322 46 2276 2253
is_linear=0
shrinkage=0.1


Tree=2402
num_leaves=31
num_cat=0
split_feature=156 1428 157 394 132 43 130 42 1204 1203 1205 403 12 3 1208 401 47 47 45 11 33 9 0 401 401 1209 1210 1213 1210 1209
split_gain=8.36723e-05 0.000186455 0.000251366 6.93229e-05 0.00116014 0.001878 9.46264e-05 0.000146134 8.90096e-05 0.000165858 7.52522e-05 8.63329e-05 0.000482502 0.000329029 0.000221571 9.46184e-05 0.000109612 0.000119503 0.000139885 0.000296278 0.000135653 0.000104989 0.000448381 8.87053e-05 0.000263378 0.000257623 0.000112636 0.000530305 0.000114163 0.000326414
threshold=0.3248100000000001 0.094820000000000015 -0.059399999999999988 0.0041850000000000004 -0.083284999999999984 -0.010344999999999998 -0.22699999999999995 0.15432000000000004 0.057120000000000011 -1.0000000180025095e-35 0.09993500000000001 -0.53960999999999981 0.092355000000000007 -0.085384999999999975 0.098655000000000007 0.13571500000000003 0.13827000000000003 0.13148500000000005 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 -0.094299999999999981 0.11916500000000001 0.11444000000000001 -0.089214999999999989 -0.083289999999999989 -0.087969999999999979 -0.079504999999999978 -0.077594999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 -5 -6 -1 8 9 -8 11 12 13 -11 15 16 17 18 19 -13 -21 23 -23 24 25 -22 27 -27 -28 -30
right_child=-2 2 -4 4 5 -7 7 -9 -10 10 -12 14 -14 -15 -16 -17 -18 -19 -20 20 21 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.00022058766477130122 -0.00019002935555561084 -2.8391064621419428e-05 0.00046696840712684206 0.00068378280709072462 -0.00086842693437409421 0.00035681571863310172 0.0002647317604936214 0.00023841064900625498 -0.00018859247862005408 0.00014529359676609084 -0.00019817399277599181 0.0003400486870668829 0.00037434531430855194 -0.00042144717692281118 -0.00024620876117152971 0.00018320225989790979 -0.00018075149278502068 0.000206687211822201 -0.00024509144665595762 -0.00022883380631726514 -0.00036496553631877761 0.0005121733053238131 -7.551220383115957e-05 -0.00018043248562427271 0.00034812776610210894 -0.0001994588093467705 -0.00020148255192907528 0.00046589015470817688 0.00033423810408359195 -9.2168081856151864e-06
leaf_weight=20 23 21 20 23 22 29 23 25 26 21 20 25 35 20 38 27 35 27 24 27 20 20 37 29 21 23 30 25 28 2357
leaf_count=20 23 21 20 23 22 29 23 25 26 21 20 25 35 20 38 27 35 27 24 27 20 20 37 29 21 23 30 25 28 2357
internal_value=0 1.41081e-06 0.000213248 -1.43031e-06 9.41793e-05 -0.00017172 -3.80212e-06 -2.33884e-06 -4.38742e-06 -2.74273e-06 -4.87216e-06 -3.52464e-06 0.000101636 -0.000131165 -6.38614e-06 -3.07824e-06 -4.92193e-06 -2.63673e-06 -4.75667e-06 -2.57346e-06 -5.8465e-06 -3.52192e-06 0.000130693 -6.54216e-06 -4.52826e-06 -7.51085e-06 -4.60825e-06 0.000147077 -7.62312e-06 -5.18463e-06
internal_weight=0 3098 41 3057 74 51 2983 2963 2938 2912 2889 2869 76 41 2793 2755 2728 2693 2666 2642 2617 2590 57 2533 2504 2483 2463 48 2415 2385
internal_count=3121 3098 41 3057 74 51 2983 2963 2938 2912 2889 2869 76 41 2793 2755 2728 2693 2666 2642 2617 2590 57 2533 2504 2483 2463 48 2415 2385
is_linear=0
shrinkage=0.1


Tree=2403
num_leaves=31
num_cat=0
split_feature=130 40 120 10 43 9 9 50 132 1211 1213 1186 1213 4 4 4 43 480 13 0 50 1 49 4 4 475 479 480 160 403
split_gain=8.4114e-05 0.000166619 0.000161537 8.10775e-05 0.000268481 0.00028791 0.000119504 8.28985e-05 0.00199525 0.00118093 0.000194361 0.000184091 0.000180803 0.000144293 0.000295085 0.000417011 0.000308429 0.000253012 0.000240707 0.000413751 0.000217291 0.000184307 0.000428069 0.000384319 0.000205844 0.000180986 0.000137441 0.00016941 0.000783376 0.000527422
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 0.053330000000000009 -0.074974999999999986 0.094575000000000006 0.091600000000000015 0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.50180500000000017 -0.10142499999999997 0.17417500000000002 -0.023539999999999995 -0.010655 -0.0057249999999999992 -0.084004999999999982 0.089030000000000012 -0.086254999999999984 -0.075684999999999988 0.11700000000000001 0.10205500000000002 0.093350000000000002 0.08184000000000001 1.0000000180025095e-35 -0.084264999999999993 0.10713500000000002 0.086995000000000017 -0.025879999999999997 -0.55327499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -6 7 10 -9 13 11 -3 26 17 16 -16 25 18 -10 -20 -21 22 24 -23 -17 -15 27 29 -29 -13
right_child=1 2 -4 4 5 -7 -8 8 9 -11 -12 12 -14 14 15 21 -18 -19 19 20 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00019053032216185747 -0.00028911551868077368 -0.00026437048401459364 0.00027045683355853808 0.00010954840963677271 -0.0005473515167250298 -1.0778976138681175e-05 0.00022810489450500386 0.00096742088088913906 -2.4597407434320747e-05 -0.00074091611840274366 -0.00028485197341069577 0.00050872715040441109 0.00021756688818002018 -0.00020491814384946511 0.00037736267568106997 -0.00018833486368142379 -0.00040248622313169213 -0.00020379592645310498 0.0005927967439034816 -0.00011681542500414451 0.00032809624946302006 0.00045077460991229773 -0.00049039283423388204 -0.00012951586488634347 0.00020175478857709095 0.00021025375961991296 0.00019756904703998853 3.8987046248032989e-05 -0.00060638180142492417 -7.0107140995166012e-06
leaf_weight=23 20 27 22 32 20 20 23 22 39 21 25 20 37 21 33 24 34 21 27 23 21 21 22 25 31 21 33 68 26 2319
leaf_count=23 20 27 22 32 20 20 23 22 39 21 25 20 37 21 33 24 34 21 27 23 21 21 22 25 31 21 33 68 26 2319
internal_value=0 -1.41453e-06 4.54874e-07 -1.48886e-06 -0.000106348 -0.000279065 1.04126e-06 -7.22492e-07 4.12521e-05 -1.18096e-05 -7.39243e-06 -4.65074e-06 -1.84912e-06 3.03701e-05 -1.70061e-05 6.17119e-05 -0.000178585 0.000114273 0.000174995 0.000284631 9.55288e-05 -2.29749e-05 -0.000117588 0.000135399 3.15338e-05 2.66781e-06 -5.14125e-06 -7.89072e-06 -0.000139519 -2.60081e-06
internal_weight=0 3098 3078 3056 72 40 2984 2961 406 384 2555 2530 2503 363 232 156 76 131 110 71 44 123 77 46 55 42 2466 2433 94 2339
internal_count=3121 3098 3078 3056 72 40 2984 2961 406 384 2555 2530 2503 363 232 156 76 131 110 71 44 123 77 46 55 42 2466 2433 94 2339
is_linear=0
shrinkage=0.1


Tree=2404
num_leaves=31
num_cat=0
split_feature=132 394 15 1203 400 130 130 51 13 51 13 4 4 51 51 2 4 0 51 1 0 10 4 0 33 50 4 51 1452 12
split_gain=9.6181e-05 0.000476522 0.000353878 0.000339873 9.83388e-05 9.71013e-05 0.000177557 7.88893e-05 0.000215985 0.000202486 0.000197992 0.000202583 0.000206133 0.000361842 0.000407735 0.00028556 0.00029242 0.000247492 0.000217309 0.000203013 0.000198589 0.000128645 0.000602228 0.00091024 0.000270702 0.000120381 0.000219468 0.000133506 0.000116042 0.000140933
threshold=-0.083174999999999985 0.013605000000000001 0.088060000000000013 0.089005000000000015 0.091560000000000016 -0.22461999999999996 -0.093639999999999987 0.082455000000000014 0.10002500000000002 0.045645000000000005 0.016935000000000002 0.033845000000000007 0.0045450000000000013 0.090560000000000015 0.094785000000000022 0.086375000000000021 -0.077999999999999986 -0.097024999999999986 0.11218000000000002 0.122185 -0.07847999999999998 -0.0091199999999999979 0.053180000000000012 -0.10151999999999999 -1.0000000180025095e-35 0.11413000000000002 -0.010655 0.15466000000000005 0.11609000000000001 0.12757000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 -1 5 -2 -7 9 10 21 11 12 13 15 -15 -9 -17 -16 20 -13 -19 22 -8 -24 -23 27 -27 -20 29 -26
right_child=1 2 -4 -5 -6 6 7 8 -10 -11 -12 19 -14 14 17 16 -18 18 25 -21 -22 24 23 -25 28 26 -28 -29 -30 -31
leaf_value=-1.7396240802601171e-05 -0.00020303762250240771 5.6647989133905094e-05 0.00064440019137691719 -0.00039595696671986609 -0.00021559937957195397 0.00030016688368050387 -0.00044318176639665454 0.00056064437590976014 0.00032011650328058752 -0.00026411118465451486 -0.00022896137108608825 -0.00039538077093311582 0.0002976501702297745 -0.00035064587773376844 -0.00019054539697185065 0.00036822701298186314 -0.00012584476836491375 0.00049179436914114792 -0.00030424654974922307 5.518893507542089e-05 6.6900117566216406e-05 0.00035104440758004785 0.00062365239689825107 -0.00023130408351955175 -1.5935328821332556e-07 -4.8140292069763838e-05 0.00031329574153460271 5.6761603766409245e-05 0.00023833168539567852 -0.00018730548795358075
leaf_weight=195 23 21 20 27 21 20 35 20 26 30 29 20 35 32 39 23 25 22 20 20 22 22 20 33 2169 42 28 21 20 41
leaf_count=195 23 21 20 27 21 20 35 20 26 30 29 20 35 32 39 23 25 22 20 20 22 22 20 33 2169 42 28 21 20 41
internal_value=0 4.85792e-06 0.000343356 -6.34374e-05 1.9241e-09 1.59784e-06 3.27042e-06 1.14517e-06 4.08723e-05 -5.96212e-06 2.26302e-05 4.2403e-05 6.82387e-05 4.09278e-05 -1.99257e-05 0.000243176 0.000110898 3.46261e-05 9.12821e-05 -0.000170096 0.000279347 -2.65252e-06 -0.000121265 9.1321e-05 1.98244e-06 1.67338e-05 9.64341e-05 -0.00011934 -1.46122e-06 -3.6313e-06
internal_weight=0 2899 41 222 2858 2837 2814 2794 424 2370 398 369 329 294 226 68 48 194 155 40 44 2340 88 53 2252 111 70 41 2230 2210
internal_count=3121 2899 41 222 2858 2837 2814 2794 424 2370 398 369 329 294 226 68 48 194 155 40 44 2340 88 53 2252 111 70 41 2230 2210
is_linear=0
shrinkage=0.1


Tree=2405
num_leaves=31
num_cat=0
split_feature=1211 43 1185 1186 1212 1200 1201 128 52 2 128 12 42 376 15 402 401 402 403 16 12 15 15 42 403 4 4 4 402 131
split_gain=8.79465e-05 0.000339085 0.000125096 0.000119093 8.3182e-05 7.93843e-05 0.000113835 8.26153e-05 0.0002109 0.000303528 0.000151506 0.000740591 0.000249486 0.000161042 0.000242295 0.000157828 0.000193538 0.000543152 0.000151289 0.000279939 0.000305234 0.00014601 0.000490972 0.00140405 0.000463506 0.000311192 0.000806817 0.000648128 0.000467329 0.000438816
threshold=0.11716500000000001 0.062770000000000006 -0.10973499999999999 -0.092084999999999986 0.13613500000000003 0.089625000000000024 -0.079909999999999995 0.090375000000000025 -0.21968999999999997 0.099185000000000009 0.079650000000000012 0.089300000000000004 -0.14148999999999998 -0.0016099999999999997 -0.11713499999999999 -0.45454999999999995 -0.06959499999999999 -0.26424499999999995 -0.082599999999999993 -0.082179999999999989 0.09320500000000001 0.087575000000000014 0.088495000000000018 0.085730000000000015 -0.53255499999999989 -0.081839999999999982 -0.081114999999999979 -0.084564999999999987 0.13924000000000003 0.08956500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -5 10 -9 18 12 -12 -8 14 -14 -15 -17 -18 -10 -20 -21 24 23 -23 -19 27 -27 -24 29 -28
right_child=1 -3 3 4 -6 -7 7 8 9 -11 11 -13 13 15 -16 16 17 21 19 20 -22 22 25 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00025148604254354723 0.00032463118348625194 -0.00019718864042715724 0.00020111151254303849 -0.0002151723112910986 -0.00018793626077240333 0.00015817212171837568 -0.00027324983014047826 -0.00034429600685446839 -0.00028737875810682973 0.00033686370865325448 -0.00017562723514856772 0.00062281215117157747 -5.9330407715275545e-05 0.00020805654009260858 0.00039158467674357009 0.00026358770623186571 -0.00044358497493054272 -0.00048050907457114337 0.00020289700510950164 -0.00044842092849483543 4.5538475513177252e-05 -9.3166269717210746e-05 1.1346736690029503e-05 0.00090582093416742288 -8.2400956664959711e-06 0.0006418056497667832 9.3608715119178584e-05 -0.00055247201557254556 -0.00042857960400975899 -0.00022986282122901128
leaf_weight=20 33 20 29 25 24 31 33 24 28 20 26 21 22 36 26 27 28 21 34 22 29 34 75 24 1997 22 291 28 22 49
leaf_count=20 33 20 29 25 24 31 33 24 28 20 26 21 22 36 26 27 28 21 34 22 29 34 75 24 1997 22 291 28 22 49
internal_value=0 0.000127718 -2.20634e-06 -5.70644e-07 -2.50797e-06 -1.02207e-06 -2.68705e-06 -8.7959e-07 -7.14559e-05 -2.22216e-05 3.10333e-06 0.000181122 4.41389e-08 3.38193e-06 0.000184915 9.87308e-08 -2.76089e-06 -5.53642e-06 -8.57766e-05 -1.93664e-05 -0.000167542 -7.50875e-07 4.51774e-05 0.000320208 -1.31547e-05 1.24222e-05 5.38225e-05 -0.000141924 1.80887e-05 4.69908e-05
internal_weight=0 53 3068 3048 3019 2995 2964 2939 157 133 2782 47 2735 2702 48 2654 2618 2591 113 85 51 2563 545 58 2018 487 384 103 362 340
internal_count=3121 53 3068 3048 3019 2995 2964 2939 157 133 2782 47 2735 2702 48 2654 2618 2591 113 85 51 2563 545 58 2018 487 384 103 362 340
is_linear=0
shrinkage=0.1


Tree=2406
num_leaves=31
num_cat=0
split_feature=132 399 1203 133 43 1204 394 33 3 43 0 2 43 13 43 43 43 43 401 43 1 1 1 33 43 3 4 0 1 1
split_gain=7.54676e-05 0.00032916 0.000295511 8.27732e-05 0.00011773 0.000105636 0.000101941 8.8001e-05 0.00034045 9.14847e-05 0.000503111 0.00020735 0.000231942 0.000208684 0.00013591 0.000297824 0.00035676 0.000470975 0.000194841 0.000172833 0.000114941 0.00154637 0.00116167 0.0009596 0.000906367 0.00027447 0.000718361 0.000281909 0.000272389 0.000321937
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 -0.50375999999999987 0.27194500000000005 -0.082274999999999987 0.0041850000000000004 0.085305000000000006 -0.0063699999999999989 0.084740000000000024 -0.11437499999999999 0.095195000000000016 0.13895500000000002 -0.10278499999999999 0.066275000000000014 0.062770000000000006 0.055925000000000009 0.05259500000000001 -0.41128499999999996 0.016310000000000002 0.091450000000000017 0.09202500000000001 0.090275000000000008 -1.0000000180025095e-35 -0.041049999999999996 0.095270000000000007 -0.059649999999999988 -0.23001499999999997 0.092845000000000025 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -5 7 9 -9 14 -11 13 -13 -12 15 16 17 18 -7 20 22 -22 25 -23 -24 27 -27 -20 -25 -30
right_child=1 -3 -4 4 -6 6 -8 8 -10 10 11 12 -14 -15 -16 -17 -18 -19 19 -21 21 23 24 28 -26 26 -28 -29 29 -31
leaf_value=-1.9663412960505172e-05 0.00013198028326227591 0.00029662336302480025 -0.00042318883584812288 -0.00017025241047829493 -0.00023771899582892991 0.00030283617974915123 0.00017960575967208571 -0.00041050067795921405 0.00012790064483851894 -0.00054066580079961571 0.00010557788413106686 -2.1353762116259299e-05 0.00037904195791191384 -0.00029767248744257927 0.00022196885760861516 -0.00038011412761989054 0.00031138482889601671 -0.00048067150521092117 0.00031830327813319554 -0.00020769580509008131 -0.00079679937940090896 0.00063830414614842639 0.00015831616360628686 -0.00037211989595865212 0.0010164670570520684 0.00014750521323825841 -0.00066144943744542877 8.4586516600716594e-06 0.0002893045732655862 -2.0841304155742275e-05
leaf_weight=196 47 38 20 36 21 22 32 23 24 20 21 39 23 33 29 20 38 20 30 38 25 23 32 21 20 23 21 1386 35 765
leaf_count=196 47 38 20 36 21 22 32 23 24 20 21 39 23 33 29 20 38 20 30 38 25 23 32 21 20 23 21 1386 35 765
internal_value=0 4.24021e-06 -5.70269e-05 3.64882e-07 -1.82871e-06 -5.88991e-08 2.15861e-06 7.94009e-08 -0.000135572 2.45482e-06 -7.74574e-05 2.40614e-06 0.00012718 -0.000140853 6.72015e-06 4.2421e-06 7.31818e-06 2.62312e-06 6.58293e-06 3.88861e-06 7.26543e-06 -2.17163e-05 2.39222e-05 1.24235e-06 0.000488374 7.38012e-06 -0.000238587 1.50232e-05 -1.66047e-05 -7.27242e-06
internal_weight=0 2905 216 2867 2820 2799 2763 2731 47 2684 136 116 62 54 2548 2519 2499 2461 2441 2419 2381 869 1512 844 52 1460 44 1416 821 800
internal_count=3121 2905 216 2867 2820 2799 2763 2731 47 2684 136 116 62 54 2548 2519 2499 2461 2441 2419 2381 869 1512 844 52 1460 44 1416 821 800
is_linear=0
shrinkage=0.1


Tree=2407
num_leaves=31
num_cat=0
split_feature=33 400 2 130 13 403 400 1185 393 393 47 2 132 47 49 43 42 133 131 131 48 2 51 15 1 13 51 120 148 15
split_gain=8.7013e-05 7.70172e-05 0.00047388 0.000252868 0.000250078 0.000285011 0.000225259 0.000121187 0.000106855 0.000131234 0.000106594 0.000429108 0.000236436 0.000196966 0.000233991 0.000214318 0.000211025 0.000362039 0.000190508 0.000151277 0.000151153 0.000344239 0.000274131 0.000207969 0.000264768 0.000266846 0.000203698 0.000123601 0.000193315 0.000152915
threshold=-0.012019999999999998 -0.082934999999999995 0.080205000000000012 0.087820000000000023 -0.0097949999999999982 -0.087794999999999998 -0.081639999999999976 -0.083264999999999992 0.092175000000000021 0.085435000000000011 0.079365000000000005 -0.0050599999999999994 0.089825000000000002 0.085505000000000012 -0.0083799999999999986 -0.085154999999999995 -0.054814999999999996 -0.14717499999999997 0.13052000000000002 0.11684000000000001 0.10713500000000002 0.10402500000000002 0.080335000000000018 -0.11345499999999999 0.086255000000000012 -0.076599999999999988 -0.10201499999999998 1.0000000180025095e-35 -0.10069499999999999 -0.5556049999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -3 -8 9 10 18 -12 13 -13 15 -15 -16 -18 19 27 23 -22 -23 -19 -25 -26 -27 28 -9 -30
right_child=1 6 3 -5 5 -7 7 8 -10 -11 11 12 -14 14 16 -17 17 20 -20 -21 21 22 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.00017549150309475539 0.00044951305371122787 -0.00028918693596669649 0.00037184468004852539 -0.00029807925026398155 0.00015578756011241387 -0.00030881617561175046 0.00024629589461255819 0.00026518966322747965 -0.00014713082325345438 0.00020317553435234004 0.00045671785683225612 0.0002653712599287526 0.00030673090088250186 3.3578487636987121e-05 -0.00020542329868093428 -0.00038903033525760597 0.00043492696607824076 -0.00025985324981905124 -0.00027265758943502552 0.00019509811013326603 0.00048269357066601517 0.0002026887193065265 -0.00025420229139854199 -0.00030640326585853475 0.0003022577321745404 0.00012176548427507644 -0.00023435734449243494 -0.00020085741888386003 0.00020805009789910401 -1.2087150596955911e-05
leaf_weight=28 27 27 20 25 31 23 20 26 49 32 24 26 27 20 38 30 22 35 27 37 20 29 24 21 36 36 29 33 32 2267
leaf_count=28 27 27 20 25 31 23 20 26 49 32 24 26 27 20 38 30 22 35 27 37 20 29 24 21 36 36 29 33 32 2267
internal_value=0 1.58867e-06 7.8162e-05 -2.31156e-05 6.97775e-05 -4.20992e-05 -1.66318e-06 9.77341e-07 -7.02923e-07 1.79619e-06 -4.73668e-07 4.62247e-05 2.11564e-05 8.94812e-08 -2.01968e-05 -0.000219987 1.42498e-05 4.73751e-05 -8.51381e-06 -5.53599e-06 1.03049e-05 0.000129192 -4.20532e-06 -4.49736e-05 1.66722e-05 8.38463e-05 -3.71201e-05 -8.68419e-06 -5.95657e-06 -9.02304e-06
internal_weight=0 3093 126 99 74 54 2967 2940 2920 2871 2839 417 393 366 340 50 290 252 2422 2395 230 73 53 157 122 101 65 2358 2325 2299
internal_count=3121 3093 126 99 74 54 2967 2940 2920 2871 2839 417 393 366 340 50 290 252 2422 2395 230 73 53 157 122 101 65 2358 2325 2299
is_linear=0
shrinkage=0.1


Tree=2408
num_leaves=31
num_cat=0
split_feature=33 34 9 9 39 39 1 15 3 45 132 1186 1185 52 13 16 133 132 133 402 399 455 49 447 447 1348 160 160 12 12
split_gain=7.04805e-05 7.79733e-05 8.41346e-05 0.00033089 7.98038e-05 0.000139711 0.000151516 0.000219355 0.000124861 0.00011587 7.71972e-05 0.00203522 0.00111769 0.000243254 0.000215117 0.000180867 0.000189315 0.000116767 8.9987e-05 8.6006e-05 0.000102004 8.19318e-05 7.91501e-05 8.32311e-05 0.000142985 0.000196513 9.31418e-05 0.000104225 8.69641e-05 0.00104329
threshold=-0.012019999999999998 -0.112215 0.091600000000000015 0.10530000000000002 -0.083889999999999978 -0.020804999999999994 0.16540500000000002 -0.56020999999999987 0.32202000000000003 0.094030000000000016 -0.083284999999999984 1.0000000180025095e-35 -1.0000000180025095e-35 0.10347000000000002 0.056795000000000005 -0.046599999999999996 -0.24169999999999997 -0.050879999999999988 -0.016679999999999997 -0.52461999999999986 -0.087854999999999989 0.090605000000000019 -0.23803499999999997 0.094580000000000011 0.089635000000000006 0.085630000000000012 0.51752500000000012 0.50959500000000013 0.096990000000000007 0.096525000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 7 -7 9 10 11 13 -12 14 15 16 -9 -14 -18 -19 -21 22 -22 24 25 26 27 28 29 -24
right_child=1 2 3 -5 5 6 -8 8 -10 -11 12 -13 17 -15 -16 -17 18 19 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015794234963582962 -0.00018616095572228502 0.0001998257517334423 0.00042963120157808249 -0.00010881388629786671 -0.00019371109002669395 -0.00030126805165006469 0.00025748270310704477 -0.00035290668625384569 0.00020191733309465854 -0.0001921415467222687 -0.00066778994374908519 0.00099381882807522606 0.00023343280455182222 -0.00034251365941599947 0.00029720584302378401 0.0001496410807262042 8.8642770336291781e-05 -0.00020449341536732391 -0.00012980716803047637 0.00020469405059702695 0.00014674207676661254 0.00014746219944515219 -5.8744663868622932e-07 -0.00020578127444423447 0.00024193771945040985 -0.00028227128752041607 0.00018423398539905772 -0.00022434457551710133 -4.3550439736915163e-05 0.00062530953237674783
leaf_weight=28 22 20 21 25 37 24 23 25 31 31 25 21 22 24 21 35 33 20 44 25 36 38 1953 20 24 25 27 21 393 27
leaf_count=28 22 20 21 25 37 24 23 25 31 31 25 21 22 24 21 35 33 20 44 25 36 38 1953 20 24 25 27 21 393 27
internal_value=0 1.42981e-06 2.77367e-06 0.000136998 7.32577e-07 -5.92503e-07 1.81497e-06 -1.81753e-07 2.29208e-06 1.50773e-07 2.23579e-06 6.16732e-05 -2.30705e-06 -4.58821e-05 -8.24118e-07 -4.65075e-05 -0.000113813 4.01642e-06 -3.61858e-05 2.08191e-06 3.6777e-06 1.71771e-06 -4.74804e-07 -2.60324e-06 -9.58075e-07 -3.34135e-06 -4.61036e-07 -2.54406e-06 -5.81226e-07 7.94751e-06
internal_weight=0 3093 3071 46 3025 3005 2968 2945 2921 2890 2859 203 2656 182 158 137 102 2631 77 2609 2589 2564 2526 2490 2470 2446 2421 2394 2373 1980
internal_count=3121 3093 3071 46 3025 3005 2968 2945 2921 2890 2859 203 2656 182 158 137 102 2631 77 2609 2589 2564 2526 2490 2470 2446 2421 2394 2373 1980
is_linear=0
shrinkage=0.1


Tree=2409
num_leaves=31
num_cat=0
split_feature=132 1185 394 50 1429 155 16 2 155 13 1 120 4 40 33 11 11 16 153 4 12 9 483 160 11 12 1 12 16 4
split_gain=7.25272e-05 0.000465019 0.000284068 0.000102539 7.82044e-05 0.00018525 0.000104381 0.000268866 0.00022429 0.000113517 8.58232e-05 0.000164002 0.000820676 0.000268129 0.00010749 0.000118727 0.000239878 0.000140285 0.000301399 0.000228864 0.00016902 0.000298691 0.000104025 0.000149141 0.000116233 0.000206667 0.000435094 0.000367766 0.000146046 0.00063516
threshold=-0.083174999999999985 -0.083264999999999992 0.013605000000000001 0.09227500000000001 -0.23752499999999996 0.14786500000000002 0.62682500000000008 0.11067500000000001 0.11854500000000001 0.095120000000000024 0.16540500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.24134999999999998 -0.012019999999999998 0.10221500000000001 0.095165000000000013 0.51222500000000004 0.086100000000000024 0.058735000000000009 0.12757000000000002 0.091600000000000015 -0.47356499999999996 0.50657000000000008 0.076270000000000018 0.089300000000000004 0.098220000000000016 0.085635000000000003 -0.15241499999999997 -0.0060199999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 8 9 10 -8 11 13 -13 -6 -15 16 17 18 20 -19 21 22 -16 24 28 27 -27 -26 29 -24
right_child=1 4 -4 -5 5 -7 7 -9 -10 -11 -12 12 -14 14 15 -17 -18 19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=9.6115346517261307e-06 0.00047308263622523688 -0.00019625712702691091 -0.00040505117725669632 -0.00019984072493604835 0.00036617622361518449 0.00027319610514678062 -0.00013585817885541473 -0.00036790141430510966 0.00028962528018315359 0.00019331898947712035 0.00019670357604892081 0.00025036099737917538 -0.00065555049695831258 -0.00019985832817231617 -0.00021158855581787699 0.00023751334118146802 -0.00034620781487319622 0.00035593122452625943 -0.00037963776585673344 -1.5015536337159575e-05 -0.00021431619653513838 0.00031755023244234813 -0.00059812914169881314 0.00024030155338830529 0.00019886511835336151 0.00059546850638331054 -5.6247932370752096e-05 -0.0002976468958737454 5.4880838631421665e-06 -3.0571678305104599e-05
leaf_weight=174 21 20 21 27 20 25 20 27 27 22 22 20 20 27 23 21 20 29 21 39 36 30 21 26 35 21 20 26 1937 323
leaf_count=174 21 20 21 27 20 25 20 27 27 22 22 20 20 27 23 21 20 29 21 39 36 30 21 26 35 21 20 26 1937 323
internal_value=0 4.21848e-06 -5.50872e-05 -1.85238e-05 7.97307e-07 2.17627e-06 -2.15359e-07 -0.000121703 2.81743e-06 3.6568e-05 -1.18778e-08 -1.60589e-06 -0.000202595 1.39955e-06 -1.34829e-06 6.91192e-07 -1.21647e-06 1.45065e-06 -2.37538e-06 0.000143182 7.96166e-07 3.94159e-06 7.30665e-08 2.09391e-06 -5.0508e-07 0.000103935 0.000277558 -1.2763e-05 -5.17534e-06 -6.52191e-05
internal_weight=0 2899 222 201 2878 2858 2833 69 2764 42 2737 2715 40 2675 2655 2628 2607 2587 2519 68 2498 2462 2432 2409 2383 102 41 61 2281 344
internal_count=3121 2899 222 201 2878 2858 2833 69 2764 42 2737 2715 40 2675 2655 2628 2607 2587 2519 68 2498 2462 2432 2409 2383 102 41 61 2281 344
is_linear=0
shrinkage=0.1


Tree=2410
num_leaves=31
num_cat=0
split_feature=367 12 130 1 13 1 9 3 13 4 33 3 13 52 1 376 1373 457 457 457 3 1452 1 1 402 160 12 1 3 1
split_gain=8.9561e-05 0.000168126 0.000245597 0.000104323 0.000484302 0.000261518 0.000139442 0.00013639 0.000173348 0.000123855 0.000100373 9.25398e-05 0.000239447 0.000146501 0.000113785 0.000117408 0.000105052 0.000276085 0.00023511 0.000191476 0.000326628 0.00014269 0.000133022 0.000839146 0.00073496 0.0002954 0.000442907 0.000343783 0.00171455 0.000767604
threshold=-0.0098099999999999975 0.23631000000000002 -0.22562499999999999 0.13686500000000004 0.01128 0.13471500000000003 0.094575000000000006 -0.012939999999999998 -0.085584999999999981 0.59999500000000017 -0.044254999999999996 0.149315 -0.17933499999999997 -0.061194999999999992 0.12811000000000003 0.087010000000000018 -1.0000000180025095e-35 0.11612500000000002 0.10021000000000001 0.091945000000000013 0.11924500000000002 0.11609000000000001 0.090740000000000015 0.090275000000000008 0.10708500000000001 0.087570000000000023 0.089085000000000011 0.09253500000000002 -0.07908999999999998 0.093700000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 7 6 10 -5 9 -9 -4 12 -12 -13 15 16 -14 18 19 20 21 22 23 -18 25 27 -27 28 -24 -29
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 11 13 14 -15 -16 -17 17 -19 -20 -21 -22 -23 24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00015465679392257921 0.0003122722676635022 -0.0002773111270719462 0.00022386919619748368 0.00020779203335526597 -0.00050612863370865261 0.00031146870454971644 -0.00026433930073835657 -8.3507154930565459e-05 -0.0002448480211155997 0.0001952543691524105 -0.00028946947528813073 -3.6648652943161635e-05 -0.00021328576182460656 0.00027333806961729764 -0.00017975149727135432 0.0001984449774317909 4.0631260767304535e-06 0.00028879248348223912 -0.00030746774256112984 0.00022969118148871028 -0.00036972632951801646 0.00022147322409119655 0.00013139698196689345 0.0005873565787915141 -0.00060892103554744444 -0.00047263010479086509 0.00011484110325996188 0.00048021521128248422 -0.00098527064896188673 -5.4008254829245889e-06
leaf_weight=37 25 22 20 24 23 27 20 37 33 28 29 30 23 31 35 30 1835 33 25 36 24 29 44 25 22 33 21 35 20 465
leaf_count=37 25 22 20 24 23 27 20 37 33 28 29 30 23 31 35 30 1835 33 25 36 24 29 44 25 22 33 21 35 20 465
internal_value=0 -1.85548e-06 1.2363e-07 -2.44592e-06 -8.52178e-05 1.70412e-06 -1.21512e-06 -5.86572e-06 -5.81901e-05 3.65747e-05 6.34607e-07 -9.45815e-07 -3.63457e-06 0.000120886 -6.03778e-07 1.71851e-06 -4.91902e-07 1.35708e-06 -2.2716e-06 6.75448e-07 -2.55392e-06 9.3052e-07 -1.62778e-06 1.19031e-05 -4.09519e-05 -2.07329e-05 -0.000244169 6.59934e-07 -0.000217562 2.85923e-05
internal_weight=0 3084 3062 3037 145 2892 2865 122 98 65 2845 2825 2764 61 2735 2700 2670 2647 2614 2589 2553 2529 2500 1860 640 618 54 564 64 500
internal_count=3121 3084 3062 3037 145 2892 2865 122 98 65 2845 2825 2764 61 2735 2700 2670 2647 2614 2589 2553 2529 2500 1860 640 618 54 564 64 500
is_linear=0
shrinkage=0.1


Tree=2411
num_leaves=31
num_cat=0
split_feature=130 10 0 10 3 11 33 10 3 2 51 2 156 484 48 150 150 2 12 0 16 49 15 15 47 3 50 14 12 0
split_gain=9.2452e-05 0.000188374 0.000230372 0.00018488 0.000281862 0.000103666 0.000283376 0.000420564 0.000126574 9.11716e-05 0.000485979 0.000430605 0.000232029 0.000246727 0.000262507 0.000223789 0.000378915 0.000254855 0.000307504 0.000357477 0.000559455 0.000224747 0.000264018 0.000390793 0.000293744 0.000318826 0.000220067 0.0001936 0.000186331 0.000300812
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.086389999999999981 -0.049509999999999992 -1.0000000180025095e-35 -0.012019999999999998 -0.0097449999999999985 0.42240500000000009 0.10912000000000001 -0.44986999999999994 0.11018500000000002 0.15965000000000004 0.096935000000000007 -0.075224999999999986 0.11235000000000002 0.097810000000000022 0.11682500000000001 0.10911500000000002 -0.14116499999999996 0.51222500000000004 0.16460500000000003 -1.0000000180025095e-35 0.11728000000000001 0.13283000000000003 0.149315 -0.24165499999999998 -0.23083499999999998 0.10408500000000002 -0.064754999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 -7 -8 9 10 -9 -11 13 14 -13 16 17 18 19 -16 -21 22 24 -24 25 28 -12 -28 29 -19
right_child=1 3 -4 5 -6 6 7 8 -10 11 26 12 -14 -15 15 -17 -18 21 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00021431230503367261 -1.7020002373361161e-05 7.7144378446973865e-05 0.00045720208538114094 0.00020431898441165689 -0.00042651776736602192 -0.00036621389334045705 0.00035742865712205514 -0.00042229136409202642 -0.00023027429563929523 0.00048126127027596044 0.00031158927357120614 -0.00029520328507281931 -0.00031460208469070495 -0.00024535278416199923 0.0004043327901707662 0.00031719688783844258 -0.00037802624632604425 -1.6868873213892445e-05 0.00053176321477318804 -0.00014755947884653132 0.00045087291028245266 -0.00030282914438950167 -0.00047888986502419521 4.8212263209279627e-05 -0.00026306736530386845 0.00047154445326304999 -0.00025441069184389858 -2.8204149058597451e-06 -0.0001158775924704969 0.00032665800703762218
leaf_weight=20 21 20 20 25 25 21 33 28 24 21 22 21 20 30 31 33 20 52 21 61 21 21 22 39 20 25 31 2288 35 50
leaf_count=20 21 20 20 25 25 21 33 28 24 21 22 21 20 30 31 33 20 52 21 61 21 21 22 39 20 25 31 2288 35 50
internal_value=0 1.38221e-06 0.000214308 -1.47071e-06 -0.000202668 1.53223e-06 -1.6331e-07 2.4258e-06 -1.56436e-06 3.20616e-07 -8.15071e-06 3.72793e-05 1.9418e-05 3.27255e-05 5.04e-05 6.64924e-05 4.66999e-05 6.8043e-05 0.000180362 0.000115058 5.6976e-06 1.10324e-05 3.81562e-05 -0.00014189 9.85015e-05 0.00014314 -3.1973e-06 -6.18363e-06 8.32117e-05 0.000151527
internal_weight=0 3101 41 3060 45 3015 2990 2969 2936 2912 2369 543 522 502 472 451 418 398 134 113 82 264 243 61 182 162 2341 2319 137 102
internal_count=3121 3101 41 3060 45 3015 2990 2969 2936 2912 2369 543 522 502 472 451 418 398 134 113 82 264 243 61 182 162 2341 2319 137 102
is_linear=0
shrinkage=0.1


Tree=2412
num_leaves=31
num_cat=0
split_feature=130 130 457 13 456 1375 150 1348 0 48 142 48 483 3 483 1375 160 42 2 48 124 52 47 15 16 12 154 474 1456 481
split_gain=7.48861e-05 0.000157401 7.2484e-05 0.000221972 0.000180856 9.00429e-05 0.000115758 0.000214919 0.000179769 0.000247003 0.000127827 0.000112551 0.000200784 0.000296814 0.00021491 0.000184181 0.000171696 0.000208974 0.00020387 0.000169801 0.000232349 0.000177431 0.000347846 0.000228309 0.000212496 0.000194782 0.000152294 0.000225954 0.00016592 0.000468735
threshold=-0.23647499999999996 -0.16562999999999997 -0.14786499999999997 -0.082759999999999986 -0.087384999999999977 0.093520000000000006 0.12416000000000001 -0.047944999999999995 -0.24955499999999997 0.10607000000000001 -1.0000000180025095e-35 0.083685000000000009 0.08956500000000002 -0.081334999999999977 0.083095000000000016 0.084665000000000018 -0.046074999999999991 0.10410000000000001 0.092235000000000025 0.085700000000000012 -0.087424999999999989 -0.069804999999999992 0.085770000000000027 -0.090644999999999989 -0.090344999999999995 0.089085000000000011 0.085530000000000009 -0.25711499999999993 0.091180000000000011 -0.081539999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 -6 9 -9 -10 15 14 -14 16 26 18 19 -13 -18 -21 24 23 -23 -22 -24 27 -12 -29 -30
right_child=1 2 4 -5 5 -7 -8 8 10 -11 11 12 13 -15 -16 -17 17 -19 -20 20 21 22 25 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00019288109346234707 0.0002740903283438456 -8.7805758685926383e-05 -0.00024276481173376763 0.000361872256533908 -0.00032704303530408654 -0.00015944230536531125 0.0001753100490436497 0.00046092291886452587 -0.00024685598289666118 -3.6071187932975592e-05 -0.00026966369717710599 -0.00030969239887781443 -0.00044377102196449416 5.0348054707771353e-05 0.00037081819173181432 0.00024217884778847984 0.00034276633098040925 -0.00021426976752042285 5.3815016306341733e-05 -0.0002444320099173291 -0.00026558773295784542 0.00053591597465770869 0.00016322269157942589 0.00011654977417839248 7.3161365851883293e-05 -0.0001463688797347488 0.00026336509501561522 -1.526752873218816e-05 0.00055047494504833594 -3.1320671853161634e-06
leaf_weight=20 21 23 31 21 20 35 38 20 21 20 34 27 20 31 22 29 26 23 36 21 22 34 59 21 117 31 20 2193 20 65
leaf_count=20 21 23 31 21 20 35 38 20 21 20 34 27 20 31 22 29 26 23 36 21 22 34 59 21 117 31 20 2193 20 65
internal_value=0 1.24399e-06 -6.16323e-07 0.000126813 -2.46313e-06 1.58572e-08 1.89499e-06 -3.52541e-07 1.89121e-06 0.000212426 -1.04103e-06 7.69608e-07 4.43837e-05 -0.000143424 6.62019e-05 -8.28202e-06 5.0131e-05 7.72005e-05 -0.000101974 9.74538e-05 7.65419e-05 0.000100276 0.000177665 0.000375794 1.95464e-05 5.65856e-05 -1.13967e-05 -1.37735e-05 -9.95425e-06 0.000127128
internal_weight=0 3101 3080 44 3036 3005 2970 2932 2912 40 2872 2851 490 51 439 2361 417 354 63 331 305 284 145 55 139 90 2332 2312 2278 85
internal_count=3121 3101 3080 44 3036 3005 2970 2932 2912 40 2872 2851 490 51 439 2361 417 354 63 331 305 284 145 55 139 90 2332 2312 2278 85
is_linear=0
shrinkage=0.1


Tree=2413
num_leaves=31
num_cat=0
split_feature=132 1203 393 50 3 49 42 3 3 10 0 0 10 52 33 0 1420 157 0 12 52 42 31 43 43 12 16 3 13 13
split_gain=6.94939e-05 0.00200445 0.00110733 0.00030709 8.61019e-05 0.000163202 0.000218759 0.00014348 8.3255e-05 7.71134e-05 0.000550864 0.000737686 0.000223647 0.000319158 0.00019738 7.74282e-05 0.000321277 0.000287709 0.00016799 0.000450984 0.000150363 0.000135856 0.000113717 0.000199513 9.5749e-05 0.00057966 0.000498801 0.000235425 0.000229465 0.000226158
threshold=-0.083284999999999984 0.089165000000000008 0.12679500000000002 0.10022000000000002 -0.073309999999999986 0.09567500000000001 -0.035074999999999988 -0.083924999999999986 -0.085274999999999976 -0.011559999999999999 -0.10224499999999999 -0.087414999999999979 -0.38124499999999995 -0.049749999999999996 -1.0000000180025095e-35 0.12500000000000003 0.056520000000000008 0.51508000000000009 0.10455500000000001 0.095565000000000011 0.095415000000000014 0.075730000000000006 -1.0000000180025095e-35 -0.081154999999999991 0.084740000000000024 0.084100000000000022 -0.14158499999999996 -0.090809999999999988 -0.012119999999999997 -0.043669999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 7 6 -6 8 -1 10 -2 -12 -13 -14 -11 16 17 18 22 -20 21 -17 23 -16 -24 26 -26 -27 29 -29
right_child=2 -3 -4 -5 5 -7 -8 -9 -10 14 11 12 13 -15 15 20 -18 -19 19 -21 -22 -23 24 -25 25 27 -28 28 -30 -31
leaf_value=-5.5581986089237034e-05 -0.00050583325876990179 0.00093747886953085818 -0.00074561674264259645 -0.00042063510094521913 0.00044190271350089458 -0.00013104709896961968 -2.5813968386501076e-05 -0.00026509746418853933 0.00016579162285937778 0.0002685974998582554 0.00056999030726728967 0.00011019775286383397 -2.2537631297449549e-05 -0.0005495913233608008 5.84311959482875e-05 -9.8697846988216048e-05 -0.00039089703322609979 0.00037046000943519175 8.3512436010226211e-05 -0.00052151515079789203 0.00030159459030255675 0.00021068381062253717 1.0521040502950875e-05 -0.00038823780084385362 -0.00075329497893108057 0.00030939011089503766 -5.5494741536676885e-05 -6.1509050330122201e-05 -0.00033711268806655429 0.00027476349168864544
leaf_weight=65 24 23 20 20 20 22 20 26 23 28 20 28 27 20 20 40 21 21 28 22 25 22 2332 20 20 25 21 70 20 28
leaf_count=65 24 23 20 20 20 22 20 26 23 28 20 28 27 20 20 40 21 21 28 22 25 22 2332 20 20 25 21 70 20 28
internal_value=0 5.43192e-05 -4.0992e-06 -4.93169e-05 -7.12169e-06 8.77216e-05 0.000208044 -5.87031e-05 2.27703e-06 1.04665e-06 -7.77731e-05 3.03684e-05 -0.000113531 -0.000246816 4.44135e-06 1.73701e-06 -1.31279e-06 1.80151e-06 -1.16926e-06 -0.0001827 9.45632e-05 1.10827e-05 2.3818e-06 -0.000164903 5.04134e-06 -6.44079e-05 -0.000395885 3.06311e-05 -2.8428e-05 3.45688e-05
internal_weight=0 219 2902 196 176 62 40 114 88 2882 119 95 75 47 2763 2735 2648 2627 2606 50 87 62 2556 40 2516 184 41 143 118 98
internal_count=3121 219 2902 196 176 62 40 114 88 2882 119 95 75 47 2763 2735 2648 2627 2606 50 87 62 2556 40 2516 184 41 143 118 98
is_linear=0
shrinkage=0.1


Tree=2414
num_leaves=31
num_cat=0
split_feature=391 1183 132 50 393 1203 130 49 131 133 15 130 10 2 10 15 33 3 3 16 15 12 3 159 13 48 15 1 40 4
split_gain=7.26477e-05 0.000110097 6.5144e-05 0.0020139 0.000888753 0.000280171 7.48074e-05 7.75752e-05 0.000279152 0.000286234 0.00017307 6.50482e-05 0.000132883 0.000205626 0.000171767 0.00069916 0.000161038 7.95041e-05 0.000210188 0.000212086 0.00087168 0.00152659 0.000250785 0.00022866 0.000318517 0.000264568 0.000339482 0.000263829 0.000270615 0.000228383
threshold=-0.095299999999999982 -0.082229999999999984 -0.083284999999999984 0.10450500000000001 0.12069000000000002 0.089165000000000008 -0.0092949999999999994 0.09567500000000001 -0.076979999999999979 -0.37971999999999995 0.084655000000000022 -0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.011559999999999999 -0.098289999999999975 -1.0000000180025095e-35 -0.094299999999999981 -0.092174999999999993 -0.18708499999999997 0.050935000000000008 0.092655000000000015 -0.080884999999999985 0.097495000000000012 -0.096404999999999991 -0.072824999999999987 -0.055554999999999993 0.10781 -0.066419999999999993 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 11 6 -3 8 -8 -10 -11 -4 13 -13 15 -14 -16 -18 -19 20 22 -22 -20 24 -24 -26 27 -27 -29 -21
right_child=1 2 4 -5 -6 -7 7 -9 9 10 -12 12 14 -15 16 -17 17 18 19 29 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.00018536819005107863 0.00023512191815825646 -0.0001228435525618119 -0.00017929458266735312 0.0010085781748784938 -0.00066854084667284047 -0.0003995160007616505 0.00037931464561868623 -0.00011353991710072069 -0.00028183464299352774 0.000278216650573692 -7.4281850538682198e-05 -3.8146095938004906e-05 -0.00046706081710807569 0.00040988286560605052 0.00024173775475771564 0.00014791924287764187 3.7922845612522028e-05 -0.00025777445905601564 0.00027626051019911691 -6.371606889067055e-07 -0.0011075641557995585 9.8209898013530109e-05 -0.0003211624121005033 0.00023062173853619384 -0.00033248059361622759 -0.00025040323412718455 0.00039983394063628196 -0.00012161735469435957 0.00029294565329109903 0.00013974899785910478
leaf_weight=21 20 41 20 20 20 20 23 29 27 30 26 21 36 20 28 38 472 33 27 1770 21 21 44 26 22 36 22 31 32 124
leaf_count=21 20 41 20 20 20 20 23 29 27 30 26 21 36 20 28 38 472 33 27 1770 21 21 44 26 22 36 22 31 32 124
internal_value=0 1.25571e-06 -2.62898e-07 5.26939e-05 -4.25684e-06 -4.48454e-05 -4.54188e-06 3.13868e-05 7.10365e-05 -1.43899e-05 0.000114557 4.14633e-07 1.68736e-06 0.000180405 -9.45555e-07 -0.00015126 3.16049e-06 6.68825e-07 -7.29129e-06 -3.4926e-06 -8.44007e-05 -0.000504677 -1.08524e-05 -4.7247e-05 -8.58811e-05 -1.34869e-05 4.4512e-05 -3.44484e-05 8.89543e-05 8.55391e-06
internal_weight=0 3100 3080 216 2864 196 176 135 106 83 56 2844 2824 41 2783 74 2709 2681 2209 2176 282 42 240 213 187 143 121 99 63 1894
internal_count=3121 3100 3080 216 2864 196 176 135 106 83 56 2844 2824 41 2783 74 2709 2681 2209 2176 282 42 240 213 187 143 121 99 63 1894
is_linear=0
shrinkage=0.1


Tree=2415
num_leaves=31
num_cat=0
split_feature=33 132 393 1203 47 47 9 16 47 49 43 47 47 0 47 0 0 448 457 483 15 15 15 402 4 16 4 402 1446 160
split_gain=7.92998e-05 7.72548e-05 0.000498444 0.000269415 9.00851e-05 0.000896596 0.000452013 0.00116985 0.000224262 0.000156721 0.000197661 0.000150274 0.000328211 0.000324562 0.000222393 0.000119485 0.000111982 0.000100876 0.000135132 0.000123044 0.000122967 0.000630859 0.000503284 0.000377263 0.000329122 0.000430813 0.000347546 0.000353046 0.000342462 0.000504419
threshold=-0.009184999999999997 -0.083174999999999985 0.12069000000000002 0.089005000000000015 0.094160000000000008 0.096850000000000006 0.087755000000000014 -0.088704999999999992 0.091210000000000013 -0.0087049999999999992 -0.085154999999999995 0.10843500000000002 0.10621500000000002 -0.087519999999999987 0.11328000000000001 -0.14051499999999997 -0.26343999999999995 1.0000000180025095e-35 0.31508000000000008 -0.47356499999999996 0.089740000000000014 0.089485000000000023 0.090325000000000003 0.13924000000000003 -0.083644999999999983 -1.0000000180025095e-35 -0.080744999999999997 0.10306000000000001 0.037915000000000011 -0.53908999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 6 -6 8 -8 16 10 -7 12 13 -11 -13 -16 -3 18 19 -18 21 -21 -22 24 25 -24 -26 28 29 -28
right_child=1 2 -4 -5 5 9 7 -9 -10 11 -12 14 -14 -15 15 -17 17 -19 -20 20 22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00015914304343412722 -1.4243903523702801e-05 0.00022967998049266286 0.00049139905410508315 -0.00035128919434673328 0.00064055775389230507 4.1958457744761333e-05 7.3130548381331297e-05 -0.00089611069506645435 0.00032790996538962992 -0.00022160476717265109 -0.00037262478688954501 -0.00029002728743944317 0.0004900878110978131 0.00030696376616972325 0.00025398627192425052 -6.1326965150582766e-06 -0.00023697590168012539 0.00021094527626039713 -0.00021872726060321622 -5.1669939179579372e-06 0.00050053836312144993 -0.00054387030726171695 -0.00054850080559845085 -0.00033452088199347992 0.00037911582559380417 -2.3731070541543889e-06 -0.00042931967338797852 0.00044792700285879191 0.00031816466092398818 3.039927407959156e-05
leaf_weight=31 195 21 21 27 24 23 33 20 21 26 23 25 21 21 21 111 22 22 29 1830 23 22 20 28 35 52 26 21 36 291
leaf_count=31 195 21 21 27 24 23 33 20 21 26 23 25 21 21 21 111 22 22 29 1830 23 22 20 28 35 52 26 21 36 291
internal_value=0 1.59657e-06 5.99574e-06 -5.52359e-05 2.41531e-06 5.47346e-05 -3.63257e-06 -0.000292621 2.49643e-06 2.85363e-06 -0.000165333 3.72385e-05 0.000161417 1.45642e-05 -1.65459e-05 3.52499e-05 -2.61309e-07 -2.22662e-06 -4.15261e-06 -1.5663e-06 6.06108e-07 -1.15663e-05 4.29807e-05 2.23052e-05 4.30767e-05 -0.000154075 7.77832e-05 4.95836e-05 2.58861e-05 -7.30638e-06
internal_weight=0 3090 2868 222 2847 295 2552 53 2499 271 46 225 68 47 157 132 2478 2457 2435 2406 2384 1852 532 509 481 72 409 374 353 317
internal_count=3121 3090 2868 222 2847 295 2552 53 2499 271 46 225 68 47 157 132 2478 2457 2435 2406 2384 1852 532 509 481 72 409 374 353 317
is_linear=0
shrinkage=0.1


Tree=2416
num_leaves=31
num_cat=0
split_feature=130 2 11 33 10 16 13 1 45 1429 155 31 15 1 1 1 1 1 147 1 47 52 47 42 47 1428 393 47 124 12
split_gain=7.39032e-05 0.000140037 7.51721e-05 0.000151796 0.000115084 0.00123566 0.000713925 9.41732e-05 0.000113507 0.000156728 0.000206778 0.000100514 8.20189e-05 0.000157993 0.000196469 0.000329998 0.000173618 0.000299294 0.000159169 0.000203792 0.000194869 0.000189689 0.000275916 0.000168516 0.000154718 0.000131758 0.000129329 0.000169906 0.000201406 0.000134018
threshold=-0.23123999999999997 0.31358000000000003 -0.011194999999999998 -0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 -0.080344999999999986 0.15799000000000005 0.084355000000000013 -0.23752499999999996 0.14786500000000002 -1.0000000180025095e-35 -0.56020999999999987 0.14326500000000003 0.13686500000000004 0.13436000000000001 0.12811000000000003 0.12337000000000002 0.097985000000000017 0.11654500000000001 0.10843500000000002 -0.07278999999999998 0.12282000000000001 0.094935000000000005 0.09055500000000001 -0.071779999999999997 0.13251500000000002 0.10648500000000001 -0.091229999999999992 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 9 -6 11 -11 -13 14 15 16 17 18 19 20 25 -22 -23 24 -21 -14 27 28 -27 -30
right_child=1 -3 3 4 7 -7 -8 -9 -10 10 -12 12 13 -15 -16 -17 -18 -19 -20 23 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00017859177093234159 0.00017009078717539805 -0.00021633068992135424 -0.00025116881030650496 9.8538419479154982e-05 -0.00028161363967228682 0.00058519643772503033 -0.00065862946648849181 -0.00019529914588201793 0.00017131589851679136 -0.00016696894206295445 0.00028563445399049672 -0.00019793867851105809 -0.00024309985264236195 0.00022134856262709946 -0.00025246470436433166 0.00040541748021496462 -0.00021741407449676569 0.00035987522215177512 -0.00024863103955375174 0.00010315563473529343 2.5493700539098229e-05 -0.00045522712352976671 1.8251428264193238e-05 -7.6137903185250866e-05 0.00044640036806716427 -0.00031019590103044593 0.00024981892623015612 0.00029081305862291632 5.4741699596026424e-05 -9.7123659114991879e-06
leaf_weight=23 26 30 24 33 20 34 20 25 38 37 25 21 22 32 31 20 37 23 26 29 36 32 20 21 24 21 21 20 386 1964
leaf_count=23 26 30 24 33 20 34 20 25 38 37 25 21 22 32 31 20 37 23 26 29 36 32 20 21 24 21 21 20 386 1964
internal_value=0 -1.32588e-06 7.76511e-07 -6.7062e-07 1.32141e-06 0.000114665 -0.000187185 -2.04293e-06 -3.80369e-07 -2.65528e-06 -6.96308e-07 -3.232e-06 -1.05746e-06 4.37836e-07 -2.14875e-06 7.2312e-07 -2.29474e-06 7.14495e-07 -2.43604e-06 2.97063e-08 -4.76967e-06 -0.00015096 -0.00027312 0.000163598 0.000258587 5.15759e-07 2.73779e-06 5.67694e-07 -1.8806e-06 8.74557e-07
internal_weight=0 3098 3068 3042 3018 87 53 2931 2906 2868 2848 2823 2786 2765 2733 2702 2682 2645 2622 2596 2522 88 52 74 53 2434 2412 2391 2371 2350
internal_count=3121 3098 3068 3042 3018 87 53 2931 2906 2868 2848 2823 2786 2765 2733 2702 2682 2645 2622 2596 2522 88 52 74 53 2434 2412 2391 2371 2350
is_linear=0
shrinkage=0.1


Tree=2417
num_leaves=31
num_cat=0
split_feature=1209 1209 3 1209 1209 3 3 0 13 43 16 12 12 0 0 43 129 3 16 0 130 132 43 394 393 471 1453 43 3 2
split_gain=6.56382e-05 9.75951e-05 0.000321751 8.20259e-05 0.000103309 8.83217e-05 0.000320052 0.000195917 0.000508673 0.00020668 0.000488327 0.000210287 0.000357005 0.000244799 0.00021491 0.000380887 0.000202938 0.000226584 0.00030528 0.000299315 0.00024722 0.000195174 0.00259041 0.00101898 0.00044521 0.000171341 0.000180656 0.00016062 0.000614044 0.00027945
threshold=-0.14444499999999996 -0.084519999999999984 -0.081734999999999988 -0.067109999999999989 -1.0000000180025095e-35 -0.094299999999999981 -0.096099999999999977 0.10455500000000001 -0.055129999999999992 -0.24021999999999996 -0.071854999999999988 0.11586 0.10866500000000003 -0.072894999999999988 -0.057069999999999989 -0.05647499999999999 0.10596500000000002 -0.089089999999999989 -0.08595499999999999 -0.080434999999999993 0.11957000000000002 -0.083284999999999984 -0.011694999999999999 0.013605000000000001 0.10389500000000002 0.09074500000000002 0.091090000000000018 0.084740000000000024 -0.079864999999999978 0.091265000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 9 -9 10 -7 12 16 -14 15 -13 17 18 -11 -20 21 22 -19 25 -24 26 27 -23 -29 -30
right_child=1 3 -4 4 5 7 -8 8 -10 11 -12 14 13 -15 -16 -17 -18 20 19 -21 -22 23 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00018057903813314624 -0.00040155265948366533 0.00016559946724252464 0.00011625621555140243 -0.00022159999676833175 1.7034507645968085e-05 0.00058233825984643772 0.00032581109068511677 -0.00059466481405252131 4.8216819459412369e-05 -0.00037690385366946242 -4.3873564363545458e-05 -0.00062066680526186259 2.3398334115672001e-05 0.00044262727935953688 7.5970485017427973e-05 -8.8367286626613004e-05 0.00022456792942869691 0.0011265325067575933 8.5815168108638329e-05 -0.00027461638528620825 -0.00033664831161414361 7.785436369140013e-06 1.7712496821967226e-05 -0.00071693351917929255 -0.00051395725431142467 0.00023004173306162556 -0.00028819515494185247 -0.00054191381966050428 0.00023087675793379147 -0.00012810688824270311
leaf_weight=20 24 30 24 21 497 20 36 20 32 38 33 20 26 30 27 41 37 21 64 36 22 1726 63 20 21 32 22 26 35 57
leaf_count=20 24 30 24 21 497 20 36 20 32 38 33 20 26 30 27 41 37 21 64 36 22 1726 63 20 21 32 22 26 35 57
internal_value=0 -1.16466e-06 -0.000142648 1.05978e-06 -5.73095e-07 9.73063e-07 3.789e-05 -6.99644e-06 -0.000199045 -2.86465e-06 0.000192433 -7.24314e-06 -1.37856e-06 0.000247985 -0.000158923 -0.000262892 -7.66882e-06 -1.1605e-05 -0.000135626 -4.39402e-05 -3.23591e-06 3.89934e-07 0.000133143 -6.87754e-06 -0.000115205 6.04605e-07 -3.33001e-06 6.85997e-08 -0.000112806 8.46298e-06
internal_weight=0 3101 48 3053 3023 3002 533 2469 52 2417 53 2364 2276 56 88 61 2220 2183 138 100 2045 2023 105 1918 84 1898 1866 1844 118 92
internal_count=3121 3101 48 3053 3023 3002 533 2469 52 2417 53 2364 2276 56 88 61 2220 2183 138 100 2045 2023 105 1918 84 1898 1866 1844 118 92
is_linear=0
shrinkage=0.1


Tree=2418
num_leaves=31
num_cat=0
split_feature=132 394 130 1203 398 49 131 133 16 403 0 400 133 133 1213 402 401 12 12 403 133 13 15 42 158 1212 1213 403 0 15
split_gain=7.05556e-05 0.000370255 0.000412565 0.000278457 9.11267e-05 0.000168833 0.000233853 0.000214727 0.000176564 0.00014124 0.000177882 9.06378e-05 7.56782e-05 0.000221516 0.000200449 0.000203202 0.000226073 0.00018573 0.000465628 0.000284906 0.000374887 0.000353437 0.000184024 0.000367483 0.000341927 0.000315374 0.000574398 0.000430442 0.000281821 0.000247534
threshold=-0.083449999999999983 0.013605000000000001 -0.098119999999999985 0.089480000000000018 0.10586000000000002 0.09567500000000001 -0.076979999999999979 -0.37971999999999995 -0.082039999999999988 -0.089609999999999981 -0.087084999999999982 0.091560000000000016 -0.0061299999999999992 -0.0089749999999999986 -0.21306999999999995 0.11375000000000002 0.085410000000000014 0.092355000000000007 0.094375000000000014 0.03138500000000001 -0.14717499999999997 -0.06977499999999999 -0.10324499999999999 0.091625000000000012 0.084905000000000022 0.087685000000000013 -0.082254999999999981 -0.062634999999999982 -0.086074999999999985 -0.14712999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 -3 4 5 6 -1 -8 9 -9 -11 12 13 17 -14 16 -16 22 -19 20 -20 -21 24 25 29 27 -27 28 -24 -2
right_child=1 2 -4 -5 -6 -7 7 8 -10 10 -12 -13 14 -15 15 -17 -18 18 19 21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00026371587968983311 -0.00012009840855690918 5.4797013945062648e-06 0.00061240737060351037 -0.00041057862807065255 0.00016813482165478331 -0.00027862985007232055 -0.00030448906294558192 0.00014973417375585996 0.00023857345851138235 4.8914779086945124e-05 -0.00034239275864120624 -0.00020736609606371661 -0.00030784345045421188 0.00026592639482451454 -4.1717206501310067e-06 0.0002539882104611024 -0.00027617590000567538 0.00045988455503022363 0.00011059882321312804 -7.0695660251658414e-05 -0.00037882126895871402 0.00052380996217834771 3.1514499852908722e-05 0.00030992792867197611 0.0001184821380304819 -0.0005800263038229157 2.9957131501808027e-05 -3.0406000500145091e-05 0.00051367514035384248 -0.00057427718297514642
leaf_weight=27 28 24 21 20 23 26 28 20 25 21 26 21 22 38 2134 30 31 31 34 20 29 20 22 38 29 26 38 221 27 21
leaf_count=27 28 24 21 20 23 26 28 20 25 21 26 21 22 38 2134 30 31 31 34 20 29 20 22 38 29 26 38 221 27 21
internal_value=0 4.09989e-06 0.000288713 -5.51398e-05 -1.88705e-05 -4.37325e-05 -2.18603e-06 -6.2014e-05 1.17828e-05 -7.28406e-05 -0.000167553 -3.78277e-07 1.15281e-06 3.19769e-05 -7.49518e-06 -4.48486e-06 -8.06647e-06 1.67542e-05 0.000120099 1.78333e-05 -0.00011469 0.000226557 -1.40196e-05 1.52628e-05 -0.000153674 -1.82619e-05 -0.000217849 2.90475e-05 0.000297195 -0.000314746
internal_weight=0 2905 45 216 196 173 147 120 92 67 47 2860 2839 622 2217 2195 2165 584 134 103 63 40 450 372 78 334 64 270 49 49
internal_count=3121 2905 45 216 196 173 147 120 92 67 47 2860 2839 622 2217 2195 2165 584 134 103 63 40 450 372 78 334 64 270 49 49
is_linear=0
shrinkage=0.1


Tree=2419
num_leaves=31
num_cat=0
split_feature=1203 42 1200 1203 394 130 399 399 129 133 399 399 1186 1212 129 129 43 43 2 1186 394 129 129 43 403 4 403 13 13 52
split_gain=7.35028e-05 0.00023735 0.000164631 0.000101834 9.43584e-05 0.000179146 7.66614e-05 9.10095e-05 7.73411e-05 9.30611e-05 7.32838e-05 0.000171107 8.5671e-05 0.000199252 0.000121102 8.66091e-05 0.000200418 0.000338637 0.000227334 0.000117474 0.000120105 0.000128442 0.000183935 0.000132898 0.000106004 0.000345255 0.000364569 0.000179522 0.000458328 0.000395927
threshold=0.090185000000000001 -0.021469999999999996 0.088675000000000018 0.088520000000000015 0.0041850000000000004 -0.098119999999999985 0.10788500000000002 0.090310000000000015 0.11808 -0.50375999999999987 0.088080000000000006 0.087410000000000002 -0.084204999999999988 0.087440000000000004 -0.082304999999999975 0.090795000000000015 -0.03898999999999999 -0.008069999999999999 0.098630000000000009 0.085175000000000015 -0.086374999999999993 0.088075000000000014 0.085790000000000019 -0.52440999999999993 0.0050100000000000014 -0.085964999999999986 0.03138500000000001 -0.092534999999999992 -0.095539999999999986 0.087555000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 7 8 9 -1 11 12 13 -11 -14 19 18 -18 -17 20 -16 22 23 -22 -25 -26 -27 28 -28 -29
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 10 -12 -13 14 -15 15 16 17 -19 -20 -21 21 -23 -24 24 25 26 27 29 -30 -31
leaf_value=0.00018655987682555302 -0.00022527918097859419 0.00037358301005951944 0.00014027374106392797 -0.00021672804207562219 -5.8924841401416673e-05 0.00029003031198836623 0.00016139430881594309 -0.00018428435495090008 -0.00019910453382181008 -0.00032281943252970591 0.00016363779073939302 -0.00029647986179043078 0.00023303094838576563 8.6087222734931862e-05 0.00018839940481711894 -0.00020928172660725458 0.00055229321471415458 2.107038732598691e-05 0.00014862987817549665 -0.0002100676035687294 -0.00026388041798782071 -0.00025283595210307149 0.0002710244252133028 1.9571785738763697e-06 -0.00037862509232053848 -0.00043125860109284988 5.1836351429721203e-05 -4.5619447889199868e-05 -0.00049265510603039404 0.00030750136234564709
leaf_weight=26 22 22 28 22 28 31 28 28 20 26 26 20 22 22 32 35 20 30 36 28 20 21 24 2242 31 20 52 87 22 50
leaf_count=26 22 22 28 22 28 31 28 28 20 26 26 20 22 22 32 35 20 30 36 28 20 21 24 2242 31 20 52 87 22 50
internal_value=0 9.9866e-05 -2.05695e-05 -2.35826e-06 -8.00241e-07 0.000124424 -3.28955e-06 -4.85796e-06 -3.13271e-06 -1.77744e-06 -3.48602e-06 -5.01602e-06 -2.9489e-06 -0.000135404 -6.5531e-07 -2.5248e-06 8.01966e-05 0.00023356 -2.78054e-05 -6.33206e-06 -4.13883e-06 -6.53713e-06 -4.50719e-06 -7.12714e-06 -5.0764e-06 -6.52645e-05 -2.32118e-05 1.54657e-05 -0.000110039 8.32568e-05
internal_weight=0 72 50 3049 3027 59 2968 2940 2912 2892 2866 2840 2820 48 2772 2750 121 50 71 2629 2601 2569 2548 2524 2504 262 231 211 74 137
internal_count=3121 72 50 3049 3027 59 2968 2940 2912 2892 2866 2840 2820 48 2772 2750 121 50 71 2629 2601 2569 2548 2524 2504 262 231 211 74 137
is_linear=0
shrinkage=0.1


Tree=2420
num_leaves=31
num_cat=0
split_feature=130 2 40 12 15 46 0 147 1348 150 2 147 52 15 156 1429 150 0 0 12 483 4 1 13 1 40 40 33 4 13
split_gain=6.74655e-05 0.000106584 7.96106e-05 7.9286e-05 0.000212453 0.000206883 0.000134429 9.46633e-05 0.000233758 0.000105476 0.000109765 0.000284143 0.000255209 0.000321268 0.000254639 0.000231248 0.000208769 0.000145814 0.00022303 0.000490552 0.000157491 0.000136252 0.000251856 0.000207185 0.000181904 0.000135427 0.000117462 0.0001484 0.000124565 0.000117425
threshold=-0.23123999999999997 0.31358000000000003 -0.24134999999999998 0.12757000000000002 -0.068899999999999975 -0.043074999999999995 -0.046359999999999991 0.097985000000000017 0.089175000000000018 -0.15178999999999995 0.12043500000000001 0.090335000000000013 -0.43320999999999993 -0.028889999999999996 0.3248100000000001 -0.23166999999999996 0.094365000000000018 0.13134000000000004 0.10455500000000001 0.095565000000000011 -0.47181499999999993 0.6227450000000001 0.14804000000000003 -0.074044999999999986 0.11785500000000002 -0.041534999999999996 -0.084904999999999994 -1.0000000180025095e-35 -0.0057249999999999992 0.095120000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -6 8 9 -7 11 14 -12 16 15 -11 21 18 20 -20 -17 22 23 25 -25 -14 28 -28 -22 -19
right_child=1 -3 3 4 6 7 -8 -9 -10 10 12 -13 13 -15 -16 17 -18 29 19 -21 26 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00017063606333660733 0.00019942857230489608 -0.00018884069533669392 0.00028239996365580459 -0.0003806698186963331 -0.00016481877850310414 0.00021196496907024363 0.00020182628672046123 -0.00016681660815854284 0.00034171518404036761 0.00032819178803557801 0.00040414556395262485 -0.00029606976518955304 7.2401094924619733e-05 -0.00028522233982844876 -0.00035192918204258951 0.00026861022647825023 0.00037505241898110227 4.9368618391991523e-05 2.488009393144037e-05 -0.00057448856886449821 9.7250740509480244e-08 0.00028518449260445778 -0.00032279212260618808 -3.374598833535605e-05 0.00028473232994153302 -0.00025701580088934863 0.000234024482107578 -6.1900917471729168e-06 -0.00035284083278384063 0.00034739818598609421
leaf_weight=23 20 30 26 20 20 23 20 34 20 21 20 34 24 28 21 21 21 39 36 22 20 20 20 29 47 26 26 2370 20 20
leaf_count=23 20 30 26 20 20 23 20 34 20 21 20 34 24 28 21 21 21 39 36 22 20 20 20 29 47 26 26 2370 20 20
internal_value=0 -1.26683e-06 5.67331e-07 -7.37532e-07 -0.000114554 1.54794e-06 1.85038e-05 -9.17337e-07 1.00909e-06 -1.33414e-06 -3.03462e-06 -8.84322e-06 6.24665e-05 3.06824e-05 -5.11015e-06 -2.30352e-06 7.79837e-05 -4.99987e-06 -8.64533e-06 -0.000202467 -4.06998e-06 4.04027e-05 6.87095e-06 5.91984e-05 0.000163208 -9.88957e-05 -6.42067e-06 -3.58342e-06 -0.000176372 0.000150396
internal_weight=0 3098 3068 3048 60 2988 40 2962 2928 2908 2885 2650 235 215 2616 2595 187 2574 2515 58 2457 166 146 126 76 50 2436 2396 40 59
internal_count=3121 3098 3068 3048 60 2988 40 2962 2928 2908 2885 2650 235 215 2616 2595 187 2574 2515 58 2457 166 146 126 76 50 2436 2396 40 59
is_linear=0
shrinkage=0.1


Tree=2421
num_leaves=31
num_cat=0
split_feature=130 130 400 2 133 400 1185 13 2 393 3 393 33 34 34 9 9 13 400 1211 1212 401 15 133 402 131 131 131 4 1210
split_gain=6.86201e-05 0.000179048 6.95835e-05 0.000400204 0.000221979 0.000209261 0.00011523 9.93349e-05 0.000113747 8.24316e-05 0.000117905 8.54935e-05 7.6079e-05 8.91116e-05 0.000102128 9.57987e-05 0.000188173 0.000127327 7.67023e-05 9.02505e-05 0.000130136 0.000163841 0.000682136 0.000394125 0.000140634 0.000198832 0.000170522 0.000134312 0.00031356 0.000238844
threshold=-0.23647499999999996 -0.16562999999999997 -0.082934999999999995 0.080205000000000012 -0.0042999999999999991 -0.081639999999999976 -0.083264999999999992 -0.0097949999999999982 0.085485000000000019 0.092175000000000021 -0.088784999999999989 0.085435000000000011 -0.044254999999999996 -0.097449999999999981 -0.084564999999999987 0.092235000000000011 0.085355000000000014 -0.039649999999999998 -0.064794999999999978 0.11817500000000002 0.11796000000000001 -0.06959499999999999 0.095175000000000023 0.51114000000000004 -0.26616499999999993 0.11863000000000001 0.11355500000000002 0.099565000000000015 -0.049534999999999989 -0.42132499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 -4 -7 -5 -9 11 -11 12 -8 -14 -15 16 18 -17 -16 20 21 22 -20 24 -23 26 27 29 -29 -26
right_child=1 2 5 4 -6 6 9 8 -10 10 -12 -13 13 14 15 17 -18 -19 19 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00018463528453139589 0.00029219505306952797 0.00041324891547750062 -0.00028101766257788296 0.00023495563473261428 -0.0002719950051239441 0.00023786863486748188 0.0001869908170885451 0.00011316567608195454 -0.00019682856305735185 -0.00031837404327234254 1.9716958545527802e-06 0.00016433707983636733 0.00018021608814776231 -0.0001993197649156813 0.00015256953530854757 -2.8666903090197594e-05 -0.00030432822726046048 0.00032816190127050505 -0.00014436929007886998 0.00014343487287987955 -0.00019412867762651798 0.0002589317734236829 0.00056574821439122995 -0.00042103097075596452 0.0003107821909604051 -0.00027228083324319288 0.00024563727514490625 -0.00042725041497033089 1.8109235070580835e-05 -6.2962809874959902e-06
leaf_weight=20 21 27 27 24 26 20 21 29 20 20 27 31 26 27 31 20 21 20 31 40 37 20 24 23 24 28 27 25 43 2341
leaf_count=20 21 27 27 24 26 20 21 29 20 20 27 31 26 27 31 20 21 20 31 40 37 20 24 23 24 28 27 25 43 2341
internal_value=0 1.19081e-06 -7.93312e-07 7.19843e-05 -2.10879e-05 -3.89757e-06 -1.34129e-06 6.82763e-05 -1.33626e-05 -2.98704e-06 -0.000134346 -8.28347e-07 -2.63822e-06 -4.05638e-06 -5.77856e-06 -3.88178e-06 -6.1452e-06 0.000149747 -3.82083e-06 -5.64137e-06 -7.91474e-06 -5.25043e-06 0.0001655 -8.96093e-06 -5.18198e-06 -7.30508e-06 -4.2891e-06 -7.06263e-06 -0.000145626 -3.07857e-06
internal_weight=0 3101 3080 126 99 2954 2927 73 49 2907 47 2860 2829 2808 2782 2755 2715 40 2694 2663 2623 2586 55 2531 2508 2488 2460 2433 68 2365
internal_count=3121 3101 3080 126 99 2954 2927 73 49 2907 47 2860 2829 2808 2782 2755 2715 40 2694 2663 2623 2586 55 2531 2508 2488 2460 2433 68 2365
is_linear=0
shrinkage=0.1


Tree=2422
num_leaves=31
num_cat=0
split_feature=33 132 1203 1185 50 49 16 12 133 403 12 132 402 52 1213 402 393 393 13 130 42 42 401 3 3 3 3 133 49 2
split_gain=7.6555e-05 6.58956e-05 0.00193529 0.00103853 0.000326588 8.65417e-05 0.000123055 0.000291488 8.7526e-05 8.73801e-05 0.000171757 7.10636e-05 8.31115e-05 0.00034856 0.000528468 0.000166271 7.27832e-05 0.00010016 7.68517e-05 0.000733442 0.000463682 0.000227274 0.000136512 0.000110441 0.00154674 0.00109459 0.000482458 0.00143622 0.000414662 0.000434598
threshold=-0.009184999999999997 -0.083284999999999984 0.089480000000000018 -0.087384999999999977 0.10022000000000002 0.10211000000000002 -0.071854999999999988 0.10016000000000001 -0.14717499999999997 -0.089609999999999981 0.087145000000000014 -0.050879999999999988 -0.45015499999999992 0.11277500000000001 -1.0000000180025095e-35 -0.41596499999999997 0.092175000000000021 0.085435000000000011 0.24813000000000004 -0.23123999999999997 0.15432000000000004 -0.11466499999999999 0.13571500000000003 -0.086049999999999988 -0.086424999999999988 -0.085709999999999995 -0.087429999999999994 0.08622500000000001 0.11042000000000002 0.12198500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 6 7 8 -2 -10 -11 -5 13 14 -13 -14 17 18 19 -17 22 -20 23 24 26 -25 28 -28 29 -21
right_child=1 3 -4 11 -6 -7 -8 -9 9 10 -12 12 15 -15 -16 16 -18 -19 21 20 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.00015636450562235571 0.00018017939588996039 -0.00072054963267873971 0.00096723921070363201 0.0001671416519317203 -0.00042551329337584318 0.00019666309526655823 0.00012744992374791764 -0.00040382586673579437 0.00010185280966106804 -0.00032793118358392308 4.3943308992311361e-05 0.00040777795709965925 0.00026062700158217925 -0.00046045222843531524 -0.00022122453322962802 0.0006075146363946261 -0.00014172184052378207 0.00018212922605603273 2.4242177795923244e-05 -9.2218865359527915e-06 -0.00043790248467606339 -0.00033786192451281332 0.00023624126845970753 -0.00063223626166291074 0.00068288710330047513 -2.0486828536478459e-06 0.00012827459094772904 -0.00078671330411452802 0.00034542415628376869 0.00043441608659518152
leaf_weight=31 21 20 21 26 20 20 40 22 25 23 27 22 25 20 34 20 35 31 52 553 24 26 25 28 35 1762 42 29 39 23
leaf_count=31 21 20 21 26 20 20 40 22 25 23 27 22 25 20 34 20 35 31 52 553 24 26 25 28 35 1762 42 29 39 23
internal_value=0 1.5687e-06 5.44429e-05 -2.46454e-06 -4.23689e-05 6.81064e-07 -2.41268e-05 -7.55087e-05 -2.69378e-07 -5.0795e-05 -0.000127119 2.57288e-06 1.05827e-06 -0.0001021 2.58836e-05 3.91021e-06 1.55415e-06 3.41903e-06 1.33475e-06 4.29131e-06 -4.21374e-07 -9.64592e-05 3.71883e-06 1.40379e-06 3.44484e-05 -1.19064e-05 1.3648e-06 -0.000245453 2.98592e-05 8.49282e-06
internal_weight=0 3090 219 2871 198 178 158 118 96 75 50 2851 2825 76 56 2749 2724 2689 2658 2580 2560 78 2536 2511 721 1790 686 71 615 576
internal_count=3121 3090 219 2871 198 178 158 118 96 75 50 2851 2825 76 56 2749 2724 2689 2658 2580 2560 78 2536 2511 721 1790 686 71 615 576
is_linear=0
shrinkage=0.1


Tree=2423
num_leaves=31
num_cat=0
split_feature=130 42 401 12 1213 1213 133 12 133 402 1208 402 1210 4 131 131 1209 1209 132 13 128 401 131 131 0 480 0 4 3 15
split_gain=9.5196e-05 0.000173993 8.65323e-05 0.000330402 0.000612551 0.000584614 0.000179566 0.000375249 0.00010425 0.000124616 0.000334779 0.000221116 0.000181336 0.000153412 0.000132354 0.000130346 0.00011775 0.000190127 0.000114182 0.000280713 0.000194126 0.000145377 0.000110026 0.000569645 0.00137616 0.000438746 0.000314287 0.00022589 0.000294245 0.0002819
threshold=-0.23647499999999996 0.15665000000000004 -1.0000000180025095e-35 0.097325000000000009 -0.021674999999999996 -0.059794999999999994 0.50628500000000021 0.095110000000000014 0.41553500000000004 -0.10234999999999998 0.10233500000000001 0.23460000000000003 -0.094799999999999982 -0.081114999999999979 0.13052000000000002 0.11669000000000002 -0.087714999999999987 -0.074484999999999982 -0.41127499999999995 0.056795000000000005 0.11596500000000001 0.12463 0.089415000000000008 0.090690000000000007 -0.081674999999999984 -0.095389999999999989 -0.064339999999999994 -0.055319999999999994 -0.089519999999999988 -0.0072999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 8 -8 9 13 11 12 -11 -4 15 16 -14 -18 19 -19 21 22 25 24 -24 -20 27 28 -25 -29
right_child=1 -3 6 5 -6 -7 7 -9 -10 10 -12 -13 14 -15 -16 -17 17 18 20 -21 -22 -23 23 26 -26 -27 -28 29 -30 -31
leaf_value=-0.0002174694815766998 0.00016610417078481989 0.00028826997142806208 -0.00031262052839987783 -0.00026375959801953284 -0.00054373549984677904 0.00050084113550838091 -8.5373515563939384e-05 0.00047382884780139043 -0.00020832448957056236 0.00027191529053379783 0.00038392260198041026 -0.00026474834338577856 0.0001946327709887438 7.8970100389597071e-06 -0.00025493685563560576 0.00020079311313262829 -0.00023635630204807967 -8.9444745157379668e-05 0.00044158455313426324 0.00037986477254889909 -0.00023188046236302602 0.00027051207423028244 -0.0010008905082941055 8.9510473792740557e-05 0.00013331143671403762 2.6050058694304753e-06 -0.00024866540985474386 5.8915580901721746e-05 -0.0003991970662768422 0.00044214786435274974
leaf_weight=20 20 21 28 20 31 20 24 24 24 25 23 31 31 32 20 33 34 25 23 26 36 20 20 28 23 2257 41 116 22 23
leaf_count=20 20 21 28 20 31 20 24 24 24 25 23 31 31 32 20 33 34 25 23 26 36 20 20 28 23 2257 41 116 22 23
internal_value=0 1.40257e-06 -5.53339e-07 -9.66163e-05 -0.000265367 0.000118541 2.3713e-06 0.000194228 -7.59989e-07 9.47775e-07 3.94306e-06 8.59249e-07 3.79676e-06 -0.000141678 1.38388e-06 3.24263e-06 8.50272e-07 -1.37959e-06 1.62387e-06 0.000149811 -1.27285e-06 1.95368e-06 -1.50184e-07 -6.01442e-05 -0.000394224 7.03331e-06 2.31428e-06 5.67596e-05 -0.000125521 0.000122328
internal_weight=0 3101 3080 91 51 40 2989 48 2941 2917 2857 2834 2803 60 2778 2758 2725 2694 2660 51 2609 2573 2553 273 43 2280 230 189 50 139
internal_count=3121 3101 3080 91 51 40 2989 48 2941 2917 2857 2834 2803 60 2778 2758 2725 2694 2660 51 2609 2573 2553 273 43 2280 230 189 50 139
is_linear=0
shrinkage=0.1


Tree=2424
num_leaves=31
num_cat=0
split_feature=130 130 457 13 456 1 1 33 1 1374 483 159 1210 1 1 457 1375 0 48 402 156 14 0 16 12 16 1447 12 0 15
split_gain=7.71087e-05 0.000145855 6.4874e-05 0.000175494 0.000137665 9.47782e-05 0.00098581 0.00075856 0.000353003 0.000340361 0.000292929 0.00041702 0.0002626 0.000247237 0.000341833 0.000252671 0.000237053 0.000222593 0.000461506 0.000339671 0.00041225 0.000411971 0.000318251 0.000298643 0.000251215 0.000592803 0.000628798 0.000568307 0.00136599 0.000564782
threshold=-0.23647499999999996 -0.16562999999999997 -0.14786499999999997 -0.082759999999999986 -0.087384999999999977 0.091345000000000023 0.09202500000000001 -1.0000000180025095e-35 0.092695000000000013 0.086765000000000023 -0.096724999999999992 0.12638000000000002 -0.42132499999999995 0.090740000000000015 0.090275000000000008 0.10487 0.071870000000000003 -0.11242999999999999 0.086035000000000014 0.084450000000000011 0.086635000000000004 0.077685000000000018 -0.10324499999999999 -0.42170999999999997 0.083785000000000012 -0.095564999999999983 -0.085684999999999997 0.08401500000000002 -0.087414999999999979 0.050935000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 9 -7 -8 -9 12 -10 16 -6 14 15 17 -12 18 19 20 21 23 -19 -14 25 -24 -27 28 -26 -28
right_child=1 2 4 -5 5 6 7 8 10 -11 11 -13 13 -15 -16 -17 -18 22 -20 -21 -22 -23 24 -25 27 26 29 -29 -30 -31
leaf_value=-0.00019572251287172548 0.00026391135262591499 -7.0805410075041914e-05 -0.00021192898256554001 0.00032903249922951335 0.00035959544218799454 -0.00057125573621306101 0.000548047196934931 -0.00042663947679102423 -0.00038130194880068305 0.0003791735302656889 -5.8588305032483195e-06 0.00044805039200582539 0.0002322578853264846 0.00030457751795270101 -0.0003751808740200128 -0.00026160159796875506 -0.00035406567563768478 -0.00028755176919826469 -0.00032126190587102125 -0.00020478394377278165 -8.094458077515986e-05 7.1587151339642604e-05 0.0005990660356474109 0.00067449913036103388 0.00029148796951631087 0.00057918109159800231 7.3067947330366858e-05 2.175292537451204e-06 -0.00078276990740238847 -0.00040694112600855691
leaf_weight=20 21 23 31 21 21 32 24 21 21 25 871 20 26 27 24 35 20 38 21 20 31 37 22 37 20 20 134 1399 29 30
leaf_count=20 21 23 31 21 21 32 24 21 21 25 871 20 26 27 24 35 20 38 21 20 31 37 22 37 20 20 134 1399 29 30
internal_value=0 1.26232e-06 -5.2847e-07 0.000120026 -2.27564e-06 -1.12828e-07 -2.50913e-05 -7.20265e-06 -2.11859e-05 1.25141e-05 -1.20501e-05 -3.53825e-06 7.86341e-06 4.07553e-06 -1.4369e-07 4.59612e-06 -1.36749e-05 9.59446e-06 0.000117979 0.000179066 0.000237669 0.000336439 -1.42338e-06 0.000491987 5.15031e-06 0.000108475 4.98179e-05 -9.54926e-06 -0.000344297 -1.47386e-05
internal_weight=0 3101 3080 44 3036 3005 1009 977 953 1996 932 911 1971 1950 1923 1899 891 1864 172 151 131 100 1692 63 1654 206 184 1448 49 164
internal_count=3121 3101 3080 44 3036 3005 1009 977 953 1996 932 911 1971 1950 1923 1899 891 1864 172 151 131 100 1692 63 1654 206 184 1448 49 164
is_linear=0
shrinkage=0.1


Tree=2425
num_leaves=31
num_cat=0
split_feature=33 132 1185 1203 9 1 3 3 1375 3 49 49 1447 1454 1208 2 403 394 3 1209 43 3 1210 0 43 13 3 3 3 4
split_gain=9.39898e-05 6.80944e-05 0.00044446 0.000342959 6.62299e-05 0.000315943 6.31079e-05 0.0012342 0.000640519 0.000609865 0.000315686 0.00024819 0.000250715 0.000326586 0.000225535 0.000596087 0.000355226 0.000219765 0.000224544 0.000215548 0.000219159 0.00109016 0.000462095 0.000352898 0.000337702 0.00105684 0.000567667 0.00148166 0.000503833 0.000324071
threshold=-0.009184999999999997 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.088235000000000022 0.11230000000000001 -0.086049999999999988 -0.086424999999999988 -0.15308499999999997 -0.085709999999999995 0.11236 0.096415000000000015 -0.085644999999999985 0.07931500000000001 0.098500000000000018 0.09358000000000001 -0.54448499999999989 -0.09139499999999999 -0.084524999999999975 -0.087714999999999987 0.0034250000000000005 -0.080934999999999993 -0.083289999999999989 0.10455500000000001 0.055925000000000009 -0.069964999999999986 -0.072624999999999981 -0.075359999999999996 -0.063074999999999978 -0.076779999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 7 8 -4 -8 11 12 -10 -14 16 -16 -11 -18 -19 -20 22 -22 -21 -24 25 -23 27 29 -28 -26
right_child=1 2 4 -5 5 -7 9 -9 10 14 -12 -13 13 -15 15 -17 17 18 19 20 21 24 23 -25 26 -27 28 -29 -30 -31
leaf_value=-0.00017325747701820107 -5.3688973350336972e-06 0.00046423278011692068 -0.00056094785235472956 -0.0003856441992360892 0.00043047750665209611 -5.8381022133219698e-05 -0.00045696769220133625 0.00060452520809901357 -0.00025591887418105377 0.00035689681161394613 0.00030568748425659057 -0.00031136170367244634 1.0018326993987903e-05 0.00041055306210182609 -0.00046451052818584311 0.00019464668194300232 0.00024988601288735964 -0.0002056873058675344 0.00026525866346977032 0.00037454316462732525 -0.00058439109845111442 -0.00063874018066729021 9.3110118005553325e-06 -0.00031679492550371356 0.00020974408409639374 0.00031302979412430433 -0.00048820347466971726 0.0010021456658796525 2.6878470107706712e-05 -0.00026757302717305722
leaf_weight=31 195 21 20 27 20 39 30 35 34 28 35 25 665 21 34 23 34 55 30 34 38 28 1383 34 33 20 25 20 79 25
leaf_count=31 195 21 20 27 20 39 30 35 34 28 35 25 665 21 34 23 34 55 30 34 38 28 1383 34 33 20 25 20 79 25
internal_value=0 1.73818e-06 5.8683e-06 -5.16186e-05 2.48732e-06 0.000107334 2.6855e-07 2.32778e-05 -2.15172e-06 -9.56902e-06 1.21764e-05 -1.61273e-06 9.14244e-06 2.22796e-05 -2.58932e-06 -0.000198535 3.39616e-06 -1.98906e-06 -6.73615e-06 -4.79821e-07 -5.11749e-06 -8.81998e-05 1.02278e-05 1.48631e-06 -6.22032e-06 -0.000242169 5.6008e-05 0.000259938 -9.69393e-05 4.00395e-06
internal_weight=0 3090 2868 222 2847 59 2788 835 800 1953 780 745 720 686 1923 57 1866 1838 1804 1749 1719 268 1451 1417 230 48 182 78 104 58
internal_count=3121 3090 2868 222 2847 59 2788 835 800 1953 780 745 720 686 1923 57 1866 1838 1804 1749 1719 268 1451 1417 230 48 182 78 104 58
is_linear=0
shrinkage=0.1


Tree=2426
num_leaves=31
num_cat=0
split_feature=33 391 1183 132 1203 393 50 3 2 3 3 484 1451 1420 155 1452 1 1 1 13 1 43 1 16 52 4 131 4 4 482
split_gain=7.61318e-05 6.49574e-05 9.1474e-05 6.89745e-05 0.00194148 0.000934136 0.000265099 7.07976e-05 0.000132941 0.000121448 8.60075e-05 6.52766e-05 7.96403e-05 0.000140033 0.000219939 0.00011778 8.95338e-05 0.000383747 0.00121177 0.00264701 0.00102798 0.00084495 0.000728115 0.00112796 0.000544462 0.000635336 0.000499725 0.000370892 0.000319361 0.000276542
threshold=-0.009184999999999997 -0.095299999999999982 -0.082229999999999984 -0.083284999999999984 0.089165000000000008 0.12069000000000002 0.10022000000000002 -0.073309999999999986 0.10222000000000002 -0.083924999999999986 -0.085274999999999976 -0.52850499999999989 0.088880000000000015 0.056520000000000008 0.14721000000000004 -0.073879999999999987 0.085760000000000017 0.09253500000000002 0.094090000000000021 -0.081029999999999977 0.091785000000000019 0.042785000000000004 0.090275000000000008 -0.079109999999999986 -0.080979999999999983 -0.008819999999999998 0.085335000000000008 -0.078809999999999977 -0.081839999999999982 0.11562500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 11 7 9 -9 10 -4 -5 13 14 15 -13 -17 20 19 -19 21 22 24 -24 -18 27 -25 28 -26 -20
right_child=1 2 3 5 -6 -7 -8 8 -10 -11 -12 12 -14 -15 -16 16 17 18 29 -21 -22 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=-0.00015593173579433033 -0.00017371214981678698 0.00021592780838545881 -5.2363794987356347e-05 -0.00017796314408769832 0.00096941652359202549 -0.00068379462347365914 -0.00038744752935599542 0.00021105721160503372 -8.7463256652252035e-05 -0.00023954758826920833 0.00017263955672641043 0.00023691478418186307 0.00016019497911656799 -0.00025571970867791345 0.0003258792264248422 1.5389901230950414e-05 0.00022411595257128486 -0.00044308434939011932 -9.8536430586676306e-06 0.0010067570430692286 -0.00072220201243628542 -0.00068654891685582698 0.00083630782218002122 -0.00036527985450282525 -5.9715450697694911e-05 -0.00057302866722845169 0.00030136789478685548 0.00017914207552426628 -0.00053406139433553271 -0.00038612308213487268
leaf_weight=31 21 20 65 20 21 20 20 35 26 26 23 21 32 21 21 1505 36 20 836 34 26 20 23 22 40 36 23 35 22 20
leaf_count=31 21 20 65 20 21 20 20 35 26 26 23 21 32 21 21 1505 36 20 836 34 26 20 23 22 40 36 23 35 22 20
internal_value=0 1.56436e-06 2.76371e-06 1.36545e-06 5.5836e-05 -2.78761e-06 -4.25496e-05 -3.13267e-06 8.3819e-05 -4.96594e-05 6.4439e-06 2.05424e-06 3.3433e-06 1.52539e-06 3.49698e-06 1.00708e-06 -8.29115e-07 -2.12898e-05 1.03384e-05 0.000469779 -0.000122992 -6.23714e-05 -9.69818e-06 0.000266623 -0.000120881 -0.000214263 -2.45488e-05 -8.11134e-05 -0.000228032 -1.8645e-05
internal_weight=0 3090 3069 3049 216 2833 195 175 61 114 88 2813 2793 2761 2740 2719 2698 1193 910 54 283 257 237 68 169 133 45 97 62 856
internal_count=3121 3090 3069 3049 216 2833 195 175 61 114 88 2813 2793 2761 2740 2719 2698 1193 910 54 283 257 237 68 169 133 45 97 62 856
is_linear=0
shrinkage=0.1


Tree=2427
num_leaves=31
num_cat=0
split_feature=1213 1211 1211 1203 132 394 402 401 402 133 13 1375 13 151 133 480 42 42 52 42 13 42 133 456 4 0 4 4 49 12
split_gain=7.00466e-05 8.18232e-05 0.000130493 9.67742e-05 0.000708264 0.000176936 8.77173e-05 0.000815559 0.000170429 7.66037e-05 7.21405e-05 0.00084412 0.000565422 0.000272391 0.000680788 0.000257638 0.000218886 0.000457451 0.000558016 0.000357828 0.000616825 0.000315797 0.00064053 0.000227345 0.000306025 0.00053684 0.000393918 0.000318546 0.000313174 0.000430888
threshold=0.51370000000000016 0.11986000000000001 0.11048500000000001 0.089005000000000015 -0.081684999999999994 0.12358500000000001 -0.45015499999999992 -1.0000000180025095e-35 -0.41596499999999997 -0.0084449999999999994 -0.085804999999999979 -0.15308499999999997 -0.085669999999999982 -0.08688499999999999 0.085075000000000026 -0.088394999999999987 0.087075000000000014 0.088575000000000015 0.08709500000000002 0.086035000000000014 -0.092094999999999982 0.089905000000000013 0.091580000000000009 0.088285000000000016 -0.0086549999999999978 -0.10474999999999998 -0.080364999999999978 -0.0043399999999999992 -0.0087049999999999992 0.085495000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -8 -6 11 -10 -12 14 -13 -14 19 18 -18 23 -21 -19 -23 24 25 -15 -27 -26 -28 -30
right_child=-2 -3 -4 4 9 -7 8 -9 10 -11 12 13 15 16 -16 -17 17 21 -20 20 -22 22 -24 -25 27 26 28 -29 29 -31
leaf_value=-0.00058857250066163649 0.00018654453917406501 -0.00015782706699004242 0.00019826457902319926 -0.00055381971954678499 0.00026357572018501481 0.00029740499099716543 0.0002721938474480893 0.00028267374992455274 0.0006505340958635013 -9.8833313677459953e-06 -0.00050368192985289441 9.7748620530844414e-05 0.0003520438724808628 -0.00057083221839829572 -0.00059407101315446206 -8.5898574492254478e-06 7.1279846997640569e-05 -0.00023698698134614607 0.00070182417053729304 6.7654854210559274e-05 -0.00064992064840423516 1.1020671551401999e-05 0.00060220233918655485 0.00034187670637038538 0.00045574036859241988 0.00014260649784286932 2.522402735069461e-05 4.0067009706264487e-05 -0.00065983568416888138 -5.4130340989407471e-05
leaf_weight=21 20 33 33 24 21 20 23 22 21 20 23 33 20 21 25 2082 32 37 25 25 23 144 21 20 21 71 42 151 23 24
leaf_count=21 20 33 33 24 21 20 23 22 21 20 23 33 20 21 25 2082 32 37 25 25 23 144 21 20 21 71 42 151 23 24
internal_value=0 -1.20312e-06 4.81553e-07 -1.66897e-06 -0.000122373 9.72701e-07 -1.03701e-06 -0.000142819 1.06021e-06 0.000130181 -1.10209e-06 2.53616e-05 -1.05543e-05 7.57214e-06 -0.000200449 -5.15852e-06 2.53152e-05 9.76497e-05 0.000347834 -1.91852e-05 -0.000276183 2.7053e-05 8.6262e-05 1.3887e-05 -4.696e-06 -9.54605e-05 -3.3068e-05 9.08178e-05 -0.000173213 -0.000350539
internal_weight=0 3101 3068 3035 65 2970 2950 43 2907 41 2884 759 2125 738 58 2102 680 259 57 421 48 202 165 373 353 181 160 172 89 47
internal_count=3121 3101 3068 3035 65 2970 2950 43 2907 41 2884 759 2125 738 58 2102 680 259 57 421 48 202 165 373 353 181 160 172 89 47
is_linear=0
shrinkage=0.1


Tree=2428
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 480 16 51 481 1447 2 403 15 1208 403 403 483 1446 42 1446 1212 43 154 474 472 12 52 2 2 2 1456
split_gain=6.70597e-05 0.00205476 0.000930124 0.000380093 6.60946e-05 0.000251754 0.000154122 9.31713e-05 0.000654644 0.000632048 0.0001823 0.000349961 0.000176182 0.000477338 0.000278308 9.46575e-05 0.000173058 0.000348706 0.000106377 0.000262325 0.000340517 0.000130181 0.000168113 0.000167495 0.000496639 0.000121664 0.000117339 0.000462307 0.000319165 0.000258164
threshold=-0.083284999999999984 0.10450500000000001 -0.087384999999999977 0.089480000000000018 0.10344000000000002 -0.040964999999999994 -0.016074999999999996 -0.086484999999999992 -0.085684999999999997 0.085485000000000019 -0.54631999999999992 0.088850000000000012 0.10233500000000001 -0.52641999999999989 -0.52800499999999995 -0.47356499999999996 0.10734500000000001 0.087885000000000019 0.085345000000000018 0.087615000000000012 -0.011919999999999998 0.084190000000000001 -0.45463999999999999 -0.084114999999999981 0.092200000000000018 0.061605000000000007 0.089885000000000007 0.090545000000000014 0.089525000000000007 -0.086779999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 7 -6 -7 8 -4 -10 11 -9 14 -14 -12 -16 18 -18 21 20 25 22 -17 24 -24 -20 28 -28 -25 -29
right_child=2 -3 4 -5 5 6 -8 10 9 -11 12 -13 13 -15 15 16 17 -19 19 -21 -22 -23 23 26 -26 -27 27 29 -30 -31
leaf_value=2.4493447890360164e-06 -0.00068362723104655745 0.0010195670169196092 0.00046137480339067144 -0.00045720378497208001 0.00013261357964893252 -2.5620573829986497e-05 -0.00037662016010440785 0.00011735474710638467 -0.00045483255116441463 0.00018149714954700824 -0.0003026557072613893 -0.00040774251276161523 0.00051493826629113123 -0.00015304905176890317 -0.00021301317261531949 -0.00027173943923447622 -0.00012867705109307454 0.0003990883661073542 -0.00032621902051766443 -0.00042461335047846668 0.00032256043466207175 0.0002534904428535984 0.00049123615930371804 1.4863332870323021e-05 -0.00013299965451005847 -7.5301586766727271e-06 -0.00036012532998425648 -0.00027640249045881709 0.00033980596294455731 -1.1929820570242509e-07
leaf_weight=179 20 20 33 20 32 22 29 22 27 37 30 30 23 20 20 22 21 31 23 20 21 21 26 1213 25 25 39 35 31 1004
leaf_count=179 20 20 33 20 32 22 29 22 27 37 30 30 23 20 20 22 21 31 23 20 21 21 26 1213 25 25 39 35 31 1004
internal_value=0 5.33593e-05 -4.02677e-06 -4.37469e-05 6.89398e-07 -8.7253e-05 -0.000225209 3.29719e-06 9.95906e-05 -8.69544e-05 -1.59673e-07 -0.000185586 3.47888e-06 0.000204246 1.67409e-07 3.69271e-06 5.38771e-06 0.000185952 1.63946e-06 -0.000105728 -1.32974e-05 5.59463e-06 3.42102e-06 5.97202e-06 0.000185238 -0.000160235 2.03465e-06 -2.21139e-05 2.29608e-05 -9.42624e-06
internal_weight=0 219 2902 199 2882 83 51 2799 97 64 2702 52 2650 43 2607 2577 2557 52 2505 89 69 2416 2395 2373 51 48 2322 1078 1244 1039
internal_count=3121 219 2902 199 2882 83 51 2799 97 64 2702 52 2650 43 2607 2577 2557 52 2505 89 69 2416 2395 2373 51 48 2322 1078 1244 1039
is_linear=0
shrinkage=0.1


Tree=2429
num_leaves=31
num_cat=0
split_feature=1447 147 457 13 456 457 15 1373 42 457 150 142 454 1 1 1 0 0 483 1456 482 1 482 158 151 151 160 1447 1209 50
split_gain=6.59591e-05 6.45452e-05 7.47039e-05 0.000161046 0.000136071 0.000107022 0.000268102 9.74641e-05 0.000961791 0.00023047 0.00010695 0.000133534 0.00011517 8.33653e-05 0.001112 0.000486814 0.000356586 0.000299529 0.000282212 0.000336677 0.000528439 0.000569238 0.000486328 0.000361858 0.000224373 0.000267566 0.00021987 0.000216997 0.000212454 0.000196732
threshold=0.090670000000000014 -1.0000000180025095e-35 -0.14786499999999997 -0.082759999999999986 -0.087384999999999977 -0.08798499999999998 -0.081924999999999984 1.0000000180025095e-35 0.083995000000000014 0.31508000000000008 0.12416000000000001 -1.0000000180025095e-35 -0.075909999999999991 0.091535000000000019 0.09253500000000002 0.093100000000000002 -0.23001499999999997 -0.26343999999999995 -0.096724999999999992 -0.077349999999999988 0.098465000000000011 0.16540500000000002 0.089925000000000019 0.10654500000000001 -0.14960499999999996 -0.08688499999999999 -0.43215499999999996 1.0000000180025095e-35 -0.13441499999999998 -0.22547499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 9 -9 10 11 -7 -13 16 -15 -16 -14 -17 -19 -20 21 22 23 24 -21 -26 -27 28 -18 -28
right_child=-2 2 4 -5 5 7 -8 8 -10 -11 -12 12 13 14 15 17 27 18 19 20 -22 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-0.00016926718288397586 -0.00015011049801050204 -4.6953032775174667e-05 -0.00020766116508785936 0.00034104525206203108 -0.00039158710753089629 -0.00024733699697424612 8.1494928337633616e-05 0.00055180960863018065 -0.00031822777236811817 -0.0002728039080587526 0.00020029540922093605 0.00024488283204846087 0.00036395365474665346 -0.00057356120532079205 0.00045526805289504728 -0.00035199135309085252 0.00032318998322201274 -0.00037167166068684314 0.00037751934736055171 0.00027791980106225571 -0.00046469814357503011 0.00050178974431574987 -0.00039105612851281262 0.0004128384631423449 -0.000288614947330092 0.00032166641292081166 0.00030076832350459885 0.00033021607059275824 3.2919052816029894e-06 -1.8264148971367275e-05
leaf_weight=22 29 23 31 20 23 21 25 27 24 30 28 20 29 35 23 25 21 20 24 28 24 23 31 22 33 21 20 21 1822 576
leaf_count=22 29 23 31 20 23 21 25 27 24 30 28 20 29 35 23 25 21 20 24 28 24 23 31 22 33 21 20 21 1822 576
internal_value=0 1.40789e-06 2.63097e-06 0.000133511 7.71752e-07 2.92843e-06 -0.00014519 5.34014e-06 0.00014238 2.92762e-06 5.81285e-06 3.89474e-06 5.76694e-06 4.05775e-06 -2.09066e-05 1.32667e-06 1.59926e-05 -1.1e-05 -6.29175e-07 8.62376e-06 -2.75606e-06 1.19477e-05 -3.4646e-06 1.37002e-05 7.4878e-07 -1.11909e-05 3.64702e-06 1.05791e-05 6.93697e-06 -7.55836e-06
internal_weight=0 3092 3070 43 3027 2996 48 2948 51 2897 2867 2839 2818 2798 905 870 1893 847 822 802 778 754 731 700 678 650 617 1864 1843 596
internal_count=3121 3092 3070 43 3027 2996 48 2948 51 2897 2867 2839 2818 2798 905 870 1893 847 822 802 778 754 731 700 678 650 617 1864 1843 596
is_linear=0
shrinkage=0.1


Tree=2430
num_leaves=31
num_cat=0
split_feature=480 481 2 480 4 0 12 481 484 154 50 133 43 1456 160 1446 479 483 13 0 1455 483 160 160 160 483 482 42 4 2
split_gain=6.87185e-05 0.000350353 0.000623366 0.000279616 0.000218422 0.000175591 0.00037853 0.000282931 0.000123423 0.000104241 0.000148651 0.000543937 0.000234022 0.000111615 0.000143456 0.000502068 0.000170784 0.00010714 0.000343889 0.000674628 0.00022291 0.000129757 0.000115839 0.000418912 0.000246587 0.000335738 0.000750455 0.000429524 0.000308178 0.000551897
threshold=0.086995000000000017 -0.086219999999999977 0.084550000000000014 0.085075000000000026 -0.083644999999999983 -0.079829999999999998 0.088435000000000014 -0.039559999999999991 -0.074759999999999979 0.084190000000000001 -1.0000000180025095e-35 0.089405000000000012 -0.077824999999999991 0.10959500000000001 -0.54200499999999985 0.086320000000000022 1.0000000180025095e-35 -0.096724999999999992 -0.083894999999999983 -0.082284999999999983 -0.097209999999999977 -0.088629999999999987 -0.090764999999999985 -0.088854999999999976 -0.10151499999999998 0.10143000000000001 0.090355000000000005 0.099760000000000015 -0.023539999999999995 0.087195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 -3 6 8 -7 -6 10 11 12 -1 14 15 -12 17 18 -16 -20 -19 -22 24 -24 25 26 27 28 29 -23
right_child=1 4 -4 -5 5 7 -8 -9 -10 -11 13 -13 -14 -15 16 -17 -18 20 19 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00026064838493766729 -0.00071803905626438797 0.0002846623827980903 -6.3613907968829156e-06 0.00030263542396442655 0.00023002357989926602 -8.8814507665423053e-05 -0.00040620768536427934 0.00038976612002963006 -0.00010890729529571466 0.00022268280015504431 0.00053765150634758766 -0.00057267219672212382 -0.00013821777170769085 -0.00018884166696807371 0.00045472173872192136 -6.559524382110622e-05 -0.00026385216309184523 -0.00026171310273639394 -0.00044588298769667747 0.00025700102058989516 -0.00023795035270847043 0.00061750522183137951 -0.00040872456459328533 2.9143571379818741e-06 0.00033221903351894128 -0.00028070813069158853 0.00066013024443236647 -0.00036141501567236935 -1.2688540096860379e-05 -2.3640734785846596e-05
leaf_weight=24 20 26 32 31 21 30 30 21 22 21 22 21 38 30 22 37 24 32 22 36 22 25 25 2226 31 30 20 26 125 29
leaf_count=24 20 26 32 31 21 30 30 21 22 21 22 21 38 30 22 37 24 32 22 36 22 25 25 2226 31 30 20 26 125 29
internal_value=0 -5.64068e-05 -0.000280084 3.90345e-06 2.11345e-05 -3.41213e-05 -0.000133585 0.000108248 5.66171e-05 6.96837e-07 -9.2915e-07 -0.000132805 1.6182e-05 3.0025e-06 5.0923e-06 0.000159344 1.71536e-06 4.10159e-06 0.000118081 -9.61015e-06 5.82347e-07 3.86232e-06 5.95924e-06 -1.65738e-06 6.59068e-05 3.35316e-05 7.54302e-05 1.83863e-05 7.3553e-05 0.000273186
internal_weight=0 202 52 2919 150 124 73 51 43 2888 2867 83 62 2784 2754 59 2695 2671 80 58 2591 2559 2537 2251 286 255 225 205 179 54
internal_count=3121 202 52 2919 150 124 73 51 43 2888 2867 83 62 2784 2754 59 2695 2671 80 58 2591 2559 2537 2251 286 255 225 205 179 54
is_linear=0
shrinkage=0.1


Tree=2431
num_leaves=31
num_cat=0
split_feature=132 1185 1203 13 131 16 2 4 15 15 401 402 401 401 50 133 43 2 1 12 43 3 12 9 42 42 1427 1208 42 402
split_gain=6.0811e-05 0.000510747 0.000252429 6.97439e-05 0.000169241 0.000145153 0.000106905 8.3713e-05 0.000129593 0.000123952 6.08523e-05 0.000150842 0.000790304 0.000154237 6.83241e-05 0.000287764 0.0003054 0.000114936 7.30229e-05 0.000175841 0.000406465 0.000561603 0.000334663 0.000111062 0.000120365 0.000253884 0.000112313 0.000109041 0.000334302 0.000350866
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.054800000000000008 -0.076979999999999979 -0.080344999999999986 0.10045500000000002 -0.085034999999999986 -0.10091499999999999 0.084510000000000016 -0.47144999999999992 -0.45015499999999992 -1.0000000180025095e-35 -0.06959499999999999 -0.16990499999999997 0.089405000000000012 -0.077824999999999991 0.10774000000000002 0.16540500000000002 0.12757000000000002 -0.23714499999999997 -0.045649999999999989 0.11903500000000002 0.094575000000000006 0.12961500000000001 0.120215 0.094435000000000005 0.10383000000000002 0.11551500000000002 0.13775000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 7 -7 -1 -9 -10 -3 12 -12 -13 15 16 -15 -18 19 22 -21 -22 23 24 25 26 27 28 29 -16
right_child=1 10 -4 4 -6 6 -8 8 9 -11 11 13 -14 14 18 -17 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.6722146079409868e-05 0.00049523959889830581 0.00015257072277913373 -0.00033701050539363037 6.1454161550500433e-05 -0.00032727181706355794 3.6489972717390633e-05 0.00032284812835066331 9.7768475834527626e-05 -0.00037859109787942463 -4.9974528701568493e-05 -0.00057501061493530866 0.00020484000058393185 0.00020526267557956831 0.00025415831288696746 4.5533866392790836e-06 -0.00033570306367173251 -0.00032586302098934543 5.3643862801519306e-06 0.00018818422963487962 0.0001826642869590697 -0.00071133683585295718 2.9089996241964401e-05 0.00040258074434296718 -0.00019284340920296082 -0.00019185793772785769 0.00031138995114748404 0.00022301608139811002 -0.00017954560800827689 0.00032974133552465167 -0.00027735829468939404
leaf_weight=30 21 26 27 24 21 32 22 20 22 24 25 37 27 33 2333 31 20 22 21 22 21 20 21 29 31 27 23 33 31 45
leaf_count=30 21 26 27 24 21 32 22 20 22 24 25 37 27 33 2333 31 20 22 21 22 21 20 21 29 31 27 23 33 31 45
internal_value=0 3.86275e-06 -5.0442e-05 -1.07632e-05 -0.000119951 2.19932e-05 0.000153154 -5.1785e-05 -0.000114743 -0.000207139 2.77305e-07 -1.11106e-06 -0.000169869 2.02301e-06 -6.92965e-07 -7.94228e-05 2.65064e-05 -0.000152363 2.44793e-06 9.68241e-07 -0.00016409 -0.000350153 5.00969e-06 1.73815e-06 3.97472e-06 6.41084e-06 3.07029e-06 9.98732e-07 3.47194e-06 -7.81359e-07
internal_weight=0 2899 222 195 45 150 54 96 66 46 2878 2852 52 2800 2763 106 75 42 2657 2636 63 41 2573 2552 2523 2492 2465 2442 2409 2378
internal_count=3121 2899 222 195 45 150 54 96 66 46 2878 2852 52 2800 2763 106 75 42 2657 2636 63 41 2573 2552 2523 2492 2465 2442 2409 2378
is_linear=0
shrinkage=0.1


Tree=2432
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 394 403 3 2 403 402 403 402 401 1209 2 13 401 0 4 402 402 1212 4 12 390 401 159 484 15 2
split_gain=6.60354e-05 0.00187666 0.00090287 0.000320991 7.3293e-05 9.74814e-05 0.000546697 0.00109008 0.000201953 0.000198638 9.24064e-05 8.67503e-05 9.10634e-05 0.000221493 0.000220354 0.00022061 9.74737e-05 0.000678549 0.000313877 0.00024251 0.000102873 0.000108821 0.00088179 0.000375112 0.00010238 0.000140908 9.69455e-05 0.000299687 0.0006592 0.000637258
threshold=-0.083284999999999984 0.089480000000000018 0.11233000000000001 0.10022000000000002 0.013605000000000001 -0.54448499999999989 -0.085784999999999986 0.089885000000000007 -0.5335399999999999 0.31115000000000004 -0.52641999999999989 0.13597000000000001 0.10947000000000001 -0.069599999999999981 0.080205000000000012 -0.088069999999999996 -1.0000000180025095e-35 -0.072594999999999979 -0.077834999999999988 -0.42321999999999993 -0.09849999999999999 -1.0000000180025095e-35 -0.081984999999999988 0.087765000000000024 0.088485000000000008 0.093690000000000009 1.0000000180025095e-35 0.10126500000000001 -0.56020999999999987 0.17760500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 -2 -8 -7 10 -10 12 13 -12 -14 -16 17 18 -15 -18 -21 22 -22 -24 25 26 -23 28 -28 -30
right_child=2 -3 -4 -5 -6 8 7 -9 9 -11 11 -13 14 16 15 -17 19 -19 -20 20 21 24 23 -25 -26 -27 27 -29 29 -31
leaf_value=2.9583012762353918e-07 0.00032047647517174487 0.00095181249267798631 -0.00064218404612884951 -0.00042223069495776148 0.00018701603957673623 0.00028533883925410919 -0.00072208966817857733 0.00023854314973245245 0.00018980876518001494 -0.00030654749688914138 0.00028087749077323158 0.00015458855364443026 0.00013984323457060825 -0.00011040922545362264 -2.5334781390711214e-05 -0.00049502653837407706 0.00028917791335923791 -0.00045324986075523637 0.00038661444426300786 -0.00016075695047220508 0.00063707397075631891 7.7138571877420743e-06 -0.00035674413692114677 0.00016565337691982107 -0.00020025660414830783 0.00025116494628243594 0.00052497067081276334 -0.00035392301069805401 -2.2082872211316938e-05 -0.00058609176748653966
leaf_weight=178 20 21 22 20 21 25 27 21 26 21 28 36 21 27 20 20 29 34 24 40 23 1808 28 27 26 22 21 29 435 21
leaf_count=178 20 21 22 20 21 25 27 21 26 21 28 36 21 27 20 20 29 34 24 40 23 1808 28 27 26 22 21 29 435 21
internal_value=0 5.29503e-05 -3.9959e-06 -4.23836e-05 8.79144e-07 -4.88074e-07 -0.000118787 -0.000301813 2.39415e-06 -1.63192e-07 2.18073e-06 3.86569e-07 -1.68248e-06 1.12754e-06 -0.000122468 -0.000260181 -1.89212e-06 -0.000107209 0.000123484 1.67582e-06 -1.6861e-06 9.21622e-07 0.000117135 -0.000100294 -2.91607e-06 -7.19639e-07 -3.11439e-06 -4.18051e-05 -2.28293e-05 -4.8057e-05
internal_weight=0 219 2902 198 2880 2859 68 48 2791 2766 2745 2719 2683 2622 61 40 2594 85 51 2509 2480 2440 78 55 2362 2336 2314 506 477 456
internal_count=3121 219 2902 198 2880 2859 68 48 2791 2766 2745 2719 2683 2622 61 40 2594 85 51 2509 2480 2440 78 55 2362 2336 2314 506 477 456
is_linear=0
shrinkage=0.1


Tree=2433
num_leaves=31
num_cat=0
split_feature=1211 4 1211 1211 15 43 402 3 402 1204 1203 1186 394 0 1186 129 1211 394 129 129 4 3 129 2 129 3 42 0 3 0
split_gain=6.53481e-05 0.000289689 0.000145656 0.000107505 0.000222693 0.000386566 9.78734e-05 0.000192881 0.000150958 0.000118722 0.00012811 9.47697e-05 0.000198714 0.000267641 0.000113574 8.42901e-05 8.85185e-05 8.31616e-05 0.000122392 0.000223072 0.000242874 0.000186404 0.000114003 0.000110292 0.00010893 0.000488937 0.000217743 0.000108012 0.000121095 0.000201847
threshold=0.11716500000000001 -0.077519999999999992 0.11013500000000002 0.087635000000000005 0.084050000000000014 0.05259500000000001 -0.45015499999999992 -0.085274999999999976 -0.41596499999999997 0.058775000000000008 -1.0000000180025095e-35 -0.10142499999999997 0.0041850000000000004 -0.083554999999999977 -0.084639999999999979 -0.082304999999999975 0.078255000000000005 -0.13579999999999995 0.090795000000000015 0.095970000000000014 0.0037800000000000004 -0.08867499999999999 0.088375000000000023 0.085955000000000018 0.083780000000000007 -0.095524999999999985 -0.16797499999999996 0.22582000000000002 -0.090569999999999984 0.13134000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 7 -1 -8 10 -10 -12 14 -14 -13 -16 17 23 22 -20 21 -21 24 -17 26 -26 -19 28 29 -28
right_child=1 -3 -4 4 5 -7 8 -9 9 -11 11 12 13 -15 15 16 -18 18 19 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=7.8793613356538115e-05 0.00039869094228682419 -7.9299585286207738e-05 -0.00021756578193631986 -0.00014426153970167175 0.00051443550654221328 -6.7548773395607157e-05 0.00025488166606721835 -0.00034169081870156028 0.00021616599319882141 -0.00024512228614185008 -0.00019273474351323857 -0.00018066141375230576 -2.5735024279459719e-05 0.00047971107182092964 0.00018089823331683875 -0.00030349347216542812 -0.00019086485588923097 -0.0003338291894760914 0.00032471240292579755 1.3984989345772192e-05 -0.00018019802907499096 0.00039474812991102231 -0.000208772571231411 2.0605962379791198e-05 0.00051359941537070669 -0.00011133957738615386 3.0714886089635786e-05 -0.00023395709649776109 -1.1461928307453176e-05 0.00034112950895426119
leaf_weight=20 21 32 31 21 25 21 23 24 27 20 26 36 22 20 25 21 25 20 32 36 37 20 27 21 21 31 438 20 1956 22
leaf_count=20 21 32 31 21 25 21 23 24 27 20 26 36 22 20 25 21 25 20 32 36 37 20 27 21 21 31 438 20 1956 22
internal_value=0 0.000110093 -1.90187e-06 2.99512e-07 0.000125565 0.000248747 -2.52635e-06 -0.000150562 -3.00255e-07 -2.32202e-06 -6.37662e-07 -2.68728e-06 -9.41257e-07 0.000214954 -4.19362e-06 -1.88517e-06 -3.56086e-06 -1.82784e-06 3.76619e-07 9.69751e-05 1.86139e-05 0.000149972 -4.38662e-06 -0.000141444 -2.18629e-06 0.00014104 -5.21877e-06 -2.52081e-06 -6.04951e-07 4.55608e-05
internal_weight=0 53 3068 3037 67 46 2970 44 2926 2903 2883 2856 2830 42 2788 2752 2727 2702 2660 125 93 56 2535 42 2508 52 2456 2436 2416 460
internal_count=3121 53 3068 3037 67 46 2970 44 2926 2903 2883 2856 2830 42 2788 2752 2727 2702 2660 125 93 56 2535 42 2508 52 2456 2436 2416 460
is_linear=0
shrinkage=0.1


Tree=2434
num_leaves=31
num_cat=0
split_feature=374 51 51 43 1455 15 2 4 15 2 2 0 1 49 2 0 52 2 0 16 16 12 16 52 49 0 0 130 120 1186
split_gain=6.25342e-05 6.24485e-05 0.000267799 0.000253754 0.000503407 0.00030929 0.000657966 0.000250974 0.00022171 0.000157599 0.000454035 0.000244164 0.000390994 0.000200564 0.000251626 0.000342761 0.000169773 0.000167206 0.000149287 9.6324e-05 0.000168973 0.000464144 0.000185407 0.0008417 0.000158337 0.000155141 0.000147394 0.000128104 0.000159584 0.00012979
threshold=0.092550000000000007 -0.086719999999999978 -0.085384999999999989 -0.095049999999999982 -1.0000000180025095e-35 -0.084564999999999987 0.087015000000000023 0.055260000000000011 -0.076244999999999993 0.10060500000000001 0.09580000000000001 -0.070154999999999981 0.10205500000000002 0.005085000000000001 0.085785000000000014 -0.077259999999999981 -0.031059999999999997 0.12198500000000001 -0.053834999999999994 0.62682500000000008 0.38525000000000004 0.093965000000000007 0.15891500000000003 0.091275000000000009 0.093835000000000016 -0.065229999999999996 -0.082084999999999977 -0.22699999999999995 0.073910000000000017 0.062435000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 -5 6 -6 -1 -7 10 13 -11 17 14 15 -10 -16 -13 -17 20 22 -22 27 24 25 26 -24 -4 29 -29
right_child=-2 2 19 4 5 8 -8 -9 9 11 -12 12 -14 -15 16 18 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-6.9915116682750522e-05 0.00016079659035312944 0.00032388712727249817 -0.00023409062335056003 0.00044540512029451074 -0.00071006257145199935 0.0002935503222397529 -3.5144210694572677e-05 -0.00052148574271996043 0.00038238201793449537 0.00032167906500599831 -0.00052842732082353911 -0.00031606136842583511 0.00029165318652043685 0.00027450043591670692 -6.4629194166627716e-05 -0.00029415897257753054 -0.00047666469356045127 2.9097088961862029e-05 4.8799317664816047e-05 -0.00019805172475268287 -6.8961837096139794e-05 0.00054401072778827739 -3.572428492285932e-06 -0.00066526306593163019 -0.00020238099018267047 -9.2237111498803101e-05 0.0003370214959162426 9.9454848021892539e-06 0.00027641170983604916 -0.00012732915404317475
leaf_weight=32 24 26 22 23 20 25 52 20 21 29 20 32 28 20 20 22 20 25 30 24 30 21 24 23 30 37 27 2301 22 71
leaf_count=32 24 26 22 23 20 25 52 20 21 29 20 32 28 20 20 22 20 25 30 24 30 21 24 23 30 37 27 2301 22 71
internal_value=0 -1.24608e-06 4.52484e-06 -3.61871e-05 -8.31819e-06 -3.69875e-05 -0.000222622 -0.000243596 8.78525e-06 -1.78781e-05 -8.41955e-05 7.11267e-05 -1.43559e-05 -1.73937e-05 -6.90564e-05 4.14042e-05 -0.000270647 -0.000164676 -9.62984e-05 1.37005e-06 3.20522e-06 0.000183439 -3.8958e-07 -0.000111854 -3.98611e-06 6.36485e-05 0.000176742 6.11559e-06 8.32299e-06 5.83651e-06
internal_weight=0 3097 2658 439 387 364 72 52 292 267 153 114 85 133 113 73 40 57 52 2632 2608 51 2557 141 118 88 51 2416 2394 2372
internal_count=3121 3097 2658 439 387 364 72 52 292 267 153 114 85 133 113 73 40 57 52 2632 2608 51 2557 141 118 88 51 2416 2394 2372
is_linear=0
shrinkage=0.1


Tree=2435
num_leaves=31
num_cat=0
split_feature=130 40 120 33 50 132 42 42 1211 50 50 50 4 394 474 1 456 484 1447 1 1 1 0 480 52 160 481 160 159 43
split_gain=6.66182e-05 0.000143743 0.000172318 0.000105115 7.59248e-05 0.00179513 0.00109947 0.00205668 0.000726823 0.000190847 0.000167635 0.000602456 0.000209697 0.000169098 0.000120556 0.000295536 0.000132343 0.000164451 0.000206741 0.000143232 0.000258916 0.000143766 0.000141965 0.000102054 0.000632057 0.000521179 0.0002934 0.000744004 0.000270092 0.000155966
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.012019999999999998 0.096900000000000014 -0.083284999999999984 -0.021469999999999996 -0.095284999999999995 0.09030500000000001 0.094500000000000015 0.090630000000000016 0.089915000000000009 -0.081114999999999979 0.11233000000000001 0.087035000000000015 0.086720000000000005 0.085555000000000006 -0.070054999999999992 -0.081699999999999981 0.091345000000000023 0.086255000000000012 0.097115000000000021 -0.087974999999999984 0.086995000000000017 -0.0087299999999999982 -0.063384999999999983 -0.086484999999999992 -0.014869999999999998 -0.092414999999999983 -0.077044999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 9 -6 7 -7 14 10 11 13 -12 23 16 -16 17 18 -8 20 22 -21 -19 26 -25 28 27 -5 29 -26
right_child=1 2 -4 4 5 6 8 -9 -10 -11 12 -13 -14 -15 15 -17 -18 19 -20 21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00016956110864513272 -0.00026848095614695922 -0.00019796708473694271 0.00027934384276126034 0.00061493093067278664 0.0009189721977401694 0.00011787626471442099 6.1481540049296911e-05 -0.0012309654732234776 0.00059510655422775969 -0.0002379808751200991 0.0004175862183772205 -0.00054013705015504027 2.1946564398554934e-05 -0.000278303598447978 -0.00030604964139296074 0.00015808027693191948 0.00022893025148236617 -8.700410881930213e-05 -0.0003263412149863143 -0.00026905924394668548 0.00044572589606766333 4.1858610761821562e-05 0.00019192938241856708 -0.00057392259418107146 0.00024569910367063132 0.00041269596084021038 -5.2117113216540857e-07 -0.00015718118308238145 -0.00035258566484995318 -0.00014922683214535937
leaf_weight=23 20 27 22 26 22 26 27 20 23 35 21 21 37 22 34 23 33 36 28 20 22 58 37 22 20 25 2318 24 29 20
leaf_count=23 20 27 22 26 22 26 27 20 23 35 21 21 37 22 34 23 33 36 28 20 22 58 37 22 20 25 2318 24 29 20
internal_value=0 -1.25886e-06 4.7748e-07 -1.53007e-06 2.20941e-07 4.0292e-05 -9.65878e-06 -0.000468577 5.2248e-05 -6.03443e-06 -2.89396e-06 -6.75196e-06 0.000165195 -2.28226e-06 1.29847e-05 -0.000118769 4.17585e-05 1.46679e-05 -0.000135955 6.25539e-05 0.000145002 -3.78639e-05 5.43731e-05 1.62377e-07 -9.14176e-05 2.15092e-05 4.64856e-06 0.000244317 -0.000120225 4.82361e-05
internal_weight=0 3098 3078 3056 3029 409 387 46 341 2620 2585 2527 58 2506 318 57 261 228 55 173 95 78 73 2484 116 94 2368 50 69 40
internal_count=3121 3098 3078 3056 3029 409 387 46 341 2620 2585 2527 58 2506 318 57 261 228 55 173 95 78 73 2484 116 94 2368 50 69 40
is_linear=0
shrinkage=0.1


Tree=2436
num_leaves=31
num_cat=0
split_feature=132 1185 1203 13 131 132 0 52 13 1213 33 9 2 3 41 41 159 51 0 51 120 12 1 52 1 42 12 1 51 16
split_gain=7.09154e-05 0.000422283 0.000289941 6.98169e-05 0.000158248 0.000136587 0.000175012 9.13809e-05 0.000145401 7.45651e-05 6.88497e-05 9.15221e-05 0.000407906 8.49417e-05 7.56415e-05 0.000342392 9.79041e-05 8.95629e-05 0.000199657 0.00015475 0.000156972 0.000631671 0.000136627 0.000544759 0.000298384 0.000435918 0.000305135 0.00026226 0.000201663 0.000198167
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.054800000000000008 -0.076979999999999979 -0.26631499999999991 -0.10096999999999999 0.087435000000000013 -0.010739999999999998 1.0000000180025095e-35 -0.044254999999999996 0.088235000000000022 -0.14451499999999998 -0.14186499999999996 0.086565000000000017 0.091290000000000024 0.16394500000000004 0.082455000000000014 -0.23051499999999997 0.045645000000000005 1.0000000180025095e-35 0.14786000000000002 0.10337500000000001 -0.19683499999999995 0.086455000000000018 0.086665000000000006 0.080890000000000017 0.10871500000000002 0.10501000000000001 -0.085589999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 -7 8 -8 -10 -3 14 13 -13 16 -16 17 19 -19 20 21 -12 23 -20 26 -26 -25 -24 29 -29
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leaf_value=0.00022921949857845902 0.00045097169377619311 0.00017713856729890476 -0.00036159561800391034 5.4222848363375911e-05 -0.00032166612218134107 -0.00029377806895354298 0.00029269135047798044 -0.00011137612277707377 -0.00015008962920027053 0.00010115499371076348 -5.8109653702646007e-06 0.00020647834477131256 -0.00049186809832463035 -8.1478708030079453e-05 0.00044063755257021898 -5.1977973550471461e-05 -0.00018308100841687552 -0.00020875611908509047 0.00056009916637170438 -0.00024869976076353432 -0.00023863607237737078 0.00052097077049952729 -0.00035186923822038812 -0.00036706698519992645 0.00055653510051063046 -6.4447935287716973e-05 4.7083030567704763e-05 4.0052293029259002e-06 -5.7260971302942682e-05 0.00044383299813489431
leaf_weight=26 21 22 27 24 21 20 24 32 21 27 2209 20 20 21 21 43 29 29 24 26 28 23 20 20 26 20 161 21 75 20
leaf_count=26 21 22 27 24 21 20 24 32 21 27 2209 20 20 21 21 43 29 29 24 26 28 23 20 20 26 20 161 21 75 20
internal_value=0 4.17135e-06 -5.44717e-05 -1.19468e-05 -0.000121192 2.08267e-05 -2.28686e-05 2.92294e-05 9.17208e-05 -8.76453e-06 9.11166e-07 -4.46328e-07 -0.00012162 5.89881e-05 2.19826e-06 0.000109661 -3.20103e-07 1.64143e-06 4.43203e-05 -6.12515e-06 -3.33447e-06 -3.82659e-07 6.32847e-05 0.000107021 5.91189e-05 0.000286542 1.3206e-06 -1.74352e-05 4.02258e-05 0.000218555
internal_weight=0 2899 222 195 45 150 124 104 72 48 2878 2856 61 41 2795 64 2731 2702 416 2286 2260 2232 387 251 227 46 181 136 116 41
internal_count=3121 2899 222 195 45 150 124 104 72 48 2878 2856 61 41 2795 64 2731 2702 416 2286 2260 2232 387 251 227 46 181 136 116 41
is_linear=0
shrinkage=0.1


Tree=2437
num_leaves=31
num_cat=0
split_feature=1204 1185 1186 1186 1185 1185 129 1184 4 394 3 33 1 3 1 1208 403 399 0 1453 457 1446 1 52 15 49 1 12 481 1
split_gain=6.34724e-05 0.000108766 0.00017096 6.03864e-05 0.000166577 0.000174694 0.000147961 0.00011676 0.000100748 7.98111e-05 6.94795e-05 6.37666e-05 7.80706e-05 0.00043979 0.000417009 0.000294721 0.000579608 0.000265311 0.00022009 0.000214389 0.000220789 0.000223469 0.000255834 0.00149557 0.00102604 0.000441116 0.000353695 0.000260312 0.000231421 0.000321165
threshold=0.053645000000000005 -0.10973499999999999 -0.092084999999999986 0.087140000000000009 0.090595000000000009 0.085905000000000009 -0.077709999999999987 0.084515000000000021 -0.081114999999999979 -0.088469999999999979 -0.52915999999999996 -0.018454999999999996 0.085110000000000005 -0.16726499999999997 0.086255000000000012 0.10233500000000001 -0.45015499999999992 -0.085049999999999987 -0.23001499999999997 -1.0000000180025095e-35 0.41269500000000009 0.096495000000000011 0.09253500000000002 0.024145000000000003 -0.092919999999999989 -0.015259999999999998 0.093205000000000024 0.090345000000000023 -1.0000000180025095e-35 0.096575000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 9 -5 -8 -11 -12 13 -13 -14 16 -16 -15 -19 -18 21 22 23 24 -21 -26 -24 -27 -28 -30
right_child=-2 2 3 8 -6 -7 7 -9 -10 10 11 12 14 17 15 -17 19 18 -20 20 -22 -23 26 -25 25 27 28 -29 29 -31
leaf_value=-0.00023385079461149874 0.00014475531585048885 0.00024175980481608162 -0.00024699520191643389 0.00027360522570753736 -0.00028466856816694851 0.00021389940272972645 -0.00014830817151385801 0.00023811420347556123 -1.3998754378729342e-05 -0.00018815285147866234 0.00016119927628703107 0.00047834475670242686 -0.00036653767850058265 -0.00029863016747445469 -0.00053855331844672384 0.00036924508414813316 0.00022201815046196902 0.00034155820743762892 7.6086461286961179e-06 -0.00065317436759263121 0.00028364736693523208 0.00022215934520014948 0.00035589787814667667 -0.0009530172043014318 0.00042483290151442191 -0.00011560504455701449 0.00027512743413703552 0.00018587781183092243 -0.00021071919017717742 -6.4196825087305848e-06
leaf_weight=20 30 29 25 21 21 37 38 20 29 20 24 20 34 28 21 20 39 20 1490 24 24 36 26 20 26 95 26 41 86 731
leaf_count=20 30 29 25 21 21 37 38 20 29 20 24 20 34 28 21 20 39 20 1490 24 24 36 26 20 26 95 26 41 86 731
internal_value=0 -1.40493e-06 1.08881e-07 -2.19483e-06 -4.01618e-06 -2.03244e-06 -4.7555e-06 -2.67369e-06 0.000106795 -4.34062e-06 -2.42172e-06 -1.1096e-06 -2.49735e-06 1.24347e-05 -2.11236e-05 -1.14577e-05 -1.78293e-05 6.37607e-06 1.20318e-05 -8.51479e-06 -1.64362e-05 -2.29186e-05 -3.11259e-05 -0.000131322 -4.29678e-05 4.74331e-05 -7.37397e-06 -2.47168e-05 -1.85781e-05 -2.79249e-05
internal_weight=0 3091 3071 3042 2992 2971 2934 2909 50 2889 2851 2831 2807 1558 1249 1215 1195 1538 1510 1174 1135 1111 1075 206 186 162 869 136 843 817
internal_count=3121 3091 3071 3042 2992 2971 2934 2909 50 2889 2851 2831 2807 1558 1249 1215 1195 1538 1510 1174 1135 1111 1075 206 186 162 869 136 843 817
is_linear=0
shrinkage=0.1


Tree=2438
num_leaves=31
num_cat=0
split_feature=33 132 394 1203 9 2 133 130 130 42 2 1 13 13 16 0 4 4 403 133 1213 1213 1213 43 1212 1212 42 1209 1209 1209
split_gain=6.55269e-05 6.69217e-05 0.000361311 0.000290953 7.83713e-05 0.000298568 6.99484e-05 0.000225789 0.000285612 0.00015328 0.000204561 0.000352213 0.000247412 0.000257649 0.000194761 0.00017893 0.000172525 0.000232773 0.000231279 0.000368159 0.00010405 0.000369352 0.000344374 0.000320472 0.000272086 0.000331204 0.000204807 0.000132295 0.000245063 0.000139329
threshold=-0.009184999999999997 -0.083449999999999983 0.12358500000000001 0.089480000000000018 0.088235000000000022 -0.15339499999999998 -0.080849999999999991 0.095135000000000011 0.084975000000000009 -0.092459999999999987 0.084145000000000011 0.086105000000000015 -0.092534999999999992 -0.096404999999999991 -0.087989999999999985 -0.097734999999999989 0.0061450000000000003 -0.082349999999999993 0.064330000000000012 -0.093189999999999981 -0.087969999999999979 -0.092319999999999985 -0.085284999999999986 -0.03898999999999999 -0.087464999999999987 -0.069964999999999986 0.087825000000000014 -0.084519999999999984 -0.067109999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 6 -6 7 8 9 -3 11 -11 13 15 -13 -12 17 -14 -19 -20 21 23 -22 -8 -24 -26 -25 -27 -29 -30
right_child=1 2 -4 -5 5 -7 20 -9 -10 10 12 14 16 -15 -16 -17 -18 18 19 -21 22 -23 24 26 25 27 -28 28 29 -31
leaf_value=-0.00014466424350581701 -1.5155545956151068e-05 -0.0001923489149143839 0.00040918778924440798 -0.0004155564407119528 -6.9854159249059332e-05 0.00038808557486239205 -0.00025961284166745225 -0.00018911173015695592 0.00040516387063847933 0.00048117291059627734 0.00010473403731122658 -0.00012949363420678613 -7.819641588514881e-05 -0.00040839505533728264 0.00022255580997531952 -0.00023754688190820162 -0.00017004774141241797 3.7486427233185773e-05 0.00071154330180434044 0.00011873265863290397 0.00032390976621172741 -0.00042272598527941024 -0.00031624456551071489 0.00035012808308378086 0.00038351863987703505 -0.00021497833857817266 -3.9637828636581877e-05 0.00033641744050241654 -0.00026956361369229854 -4.3920595246275735e-06
leaf_weight=31 196 26 22 20 35 24 30 39 23 28 42 30 31 23 33 24 20 30 20 22 32 27 28 26 22 30 28 21 20 2138
leaf_count=31 196 26 22 20 35 24 30 39 23 28 42 30 31 23 33 24 20 30 20 22 32 27 28 26 22 30 28 21 20 2138
internal_value=0 1.45133e-06 5.48582e-06 -5.22297e-05 2.37171e-06 0.000116426 -3.76136e-08 3.91864e-05 6.44807e-05 4.0664e-05 6.06585e-05 0.00018607 6.82619e-06 -0.000120173 5.49132e-05 -1.97318e-05 9.87198e-05 0.000150908 0.00024955 0.000401023 -6.42253e-06 -0.000100978 -1.84129e-06 2.4415e-06 -6.45574e-06 -2.56776e-06 0.000148027 -6.41289e-06 -3.54141e-06 -6.84963e-06
internal_weight=0 3090 2874 216 2852 59 2793 391 352 329 303 91 212 89 63 66 123 103 72 42 2402 111 2291 84 2259 2231 54 2209 2179 2158
internal_count=3121 3090 2874 216 2852 59 2793 391 352 329 303 91 212 89 63 66 123 103 72 42 2402 111 2291 84 2259 2231 54 2209 2179 2158
is_linear=0
shrinkage=0.1


Tree=2439
num_leaves=31
num_cat=0
split_feature=132 1186 1185 52 2 132 12 4 1213 133 130 4 15 1211 130 12 12 52 390 393 481 4 15 403 43 0 43 13 43 0
split_gain=6.1791e-05 0.0019098 0.000955636 0.000187552 0.000141346 0.000339274 0.000255771 9.40434e-05 8.8316e-05 6.72189e-05 0.00025877 0.00022852 0.000310708 0.000237337 0.000267788 0.000250344 0.000658532 0.000449024 0.000115253 0.000110204 8.77555e-05 0.000448061 0.000313157 0.000250787 0.000108485 0.000541451 0.00019441 0.000680798 0.000348814 0.000280809
threshold=-0.083284999999999984 0.049580000000000006 -0.087384999999999977 0.10347000000000002 0.089320000000000024 -0.41094499999999995 0.090165000000000009 -0.086254999999999984 0.085835000000000009 -0.14032999999999998 0.09833500000000002 0.11275500000000001 -0.099734999999999976 0.091735000000000011 -0.004729999999999999 0.087765000000000024 0.090165000000000009 0.083680000000000018 0.089065000000000019 0.098330000000000015 -0.087424999999999989 -0.050494999999999991 -0.008624999999999999 -0.55327499999999985 0.084740000000000024 -0.097274999999999986 0.055925000000000009 -0.078279999999999975 0.05259500000000001 -0.072894999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -6 7 -1 -9 10 11 12 -4 14 -14 17 -17 -16 19 20 21 -11 -23 -22 26 -26 28 -28 -25 -29
right_child=2 -3 9 -5 5 -7 -8 8 -10 18 -12 -13 13 -15 15 16 -18 -19 -20 -21 23 22 -24 24 25 -27 27 29 -30 -31
leaf_value=-0.00015582298991553812 -0.00069272305001504724 0.00098272123825154283 0.00049368110429939068 -0.00027281642784752574 0.00036873339493718836 -9.0868289246120394e-05 -0.00035256930039031435 0.00017795054858045964 -8.4137616795487702e-05 -0.00042643351490400603 -0.00024044378431561337 -0.00015411304290561628 -0.00015483994218182208 -0.0002126896594468828 -0.00020237761946778084 0.00081213246870902366 8.0656369118514706e-05 0.00034505480755891267 -0.00023704534632131634 0.00019201935853022312 0.00030857325193490119 -0.00010041668766520007 0.00036407402547497655 -6.2000144274507425e-07 -0.0005309474940788831 2.5456215490982549e-05 0.00059467848283626767 0.0001855966966277698 -0.00042006413917988539 -0.00033154622901098005
leaf_weight=23 20 20 21 30 29 36 25 36 20 29 27 33 26 23 31 20 32 29 21 29 26 47 21 2285 23 73 24 21 20 21
leaf_count=23 20 20 21 30 29 36 25 36 20 29 27 33 26 23 31 20 32 29 21 29 26 47 21 2285 23 73 24 21 20 21
internal_value=0 5.12203e-05 -3.86535e-06 -4.23979e-05 -1.49517e-06 0.000114185 -7.37951e-05 1.44245e-05 8.43476e-05 9.15061e-07 5.13571e-05 8.80019e-05 0.000131902 8.47133e-05 0.00013428 0.000201398 0.000361993 6.22147e-05 -3.7088e-06 -1.83783e-06 -4.00843e-06 -9.73258e-05 4.3029e-05 -3.77548e-07 -3.63362e-06 -0.000107849 5.85979e-07 0.000169808 -4.25943e-06 -7.29748e-05
internal_weight=0 219 2902 199 169 65 104 79 56 2882 242 215 182 161 138 112 52 60 2640 2619 2590 97 68 2493 2467 96 2371 66 2305 42
internal_count=3121 219 2902 199 169 65 104 79 56 2882 242 215 182 161 138 112 52 60 2640 2619 2590 97 68 2493 2467 96 2371 66 2305 42
is_linear=0
shrinkage=0.1


Tree=2440
num_leaves=31
num_cat=0
split_feature=132 132 128 132 1 394 132 16 399 1204 1429 472 157 1429 157 1371 42 13 3 1373 150 1375 1375 484 52 3 484 3 403 159
split_gain=6.60988e-05 0.0002129 0.000131243 0.000135407 0.00212693 0.000890227 0.00046424 8.24855e-05 0.000112235 7.34084e-05 6.44881e-05 0.000246145 7.68008e-05 0.000595782 0.000549616 0.000369106 0.00059448 0.000218392 0.000241706 0.000165489 0.0007814 0.000182436 0.000152545 0.000131207 0.000412804 0.000356203 0.000347797 0.0009784 0.000559461 0.000186577
threshold=-0.44750499999999993 -0.41127499999999995 0.11787500000000002 -0.083284999999999984 0.089475000000000013 0.11233000000000001 -0.084999999999999978 -0.046599999999999996 0.090310000000000015 -0.0030749999999999996 -0.23752499999999996 -0.19476999999999997 -0.087424999999999989 0.057970000000000008 -0.086394999999999986 0.083235000000000017 0.084145000000000011 0.095120000000000024 -0.082234999999999989 1.0000000180025095e-35 0.090480000000000019 -0.4078199999999999 -0.066804999999999989 -0.085934999999999984 -0.069804999999999992 -0.084319999999999992 -0.081614999999999979 -0.084524999999999975 -0.55327499999999985 -0.08569499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 10 7 8 9 -3 -5 -12 13 17 -14 19 -17 18 -13 21 -21 -16 -23 24 25 -24 27 -25 -28 -26
right_child=1 2 -4 5 -6 -7 -8 -9 -10 -11 11 12 14 -15 15 16 -18 -19 -20 20 -22 22 23 26 29 -27 28 -29 -30 -31
leaf_value=-0.00013471815882439841 0.00031888998741383797 0.00013317157096356494 -0.00019313775360517738 -0.00017757998430170121 0.00089945730039660157 -0.00066814673187764139 -0.00050677895612482519 0.00016228284870381827 -0.00021382751538812254 -9.9555018697055478e-05 0.00028753901948524194 0.00030901407050285863 0.00046114784423620088 -0.00043238031993886187 -0.00025407208938434323 -0.00067019190464634448 9.1599172301357618e-05 -0.0002516009635821154 -1.4411433184089702e-05 -0.00010390288733150356 0.0006145457766251639 0.00021298081367550527 9.8621315178375155e-05 -0.00065511709586384571 3.921077262090806e-05 -0.00028712656186080708 0.00052503892889944838 0.0002606497424312693 -6.2791951672656718e-06 0.00031432434328718356
leaf_weight=36 21 33 35 20 27 20 21 26 26 23 30 35 26 35 28 21 20 22 68 41 24 34 54 28 39 43 20 20 2178 67
leaf_count=36 21 33 35 20 27 20 21 26 26 23 30 35 26 35 28 21 20 22 68 41 24 34 54 28 39 43 20 20 2178 67
internal_value=0 1.57209e-06 -6.02743e-07 1.62199e-06 9.23572e-05 -3.30481e-06 -7.65707e-05 7.08088e-06 -4.21295e-05 3.75874e-05 1.35585e-06 2.61907e-06 -4.30376e-07 -6.77064e-05 3.64233e-06 -9.03007e-07 -0.000298587 3.44024e-05 9.54904e-05 3.83497e-06 0.00016137 -2.43012e-07 2.61934e-06 -3.01157e-07 7.669e-05 -7.23803e-05 -7.25984e-06 -0.000273548 -1.44464e-06 0.000213103
internal_weight=0 3085 3064 3029 156 2873 129 108 82 56 2853 2833 2803 160 2643 2617 41 125 103 2576 65 2511 2483 2449 203 97 2246 48 2198 106
internal_count=3121 3085 3064 3029 156 2873 129 108 82 56 2853 2833 2803 160 2643 2617 41 125 103 2576 65 2511 2483 2449 203 97 2246 48 2198 106
is_linear=0
shrinkage=0.1


Tree=2441
num_leaves=31
num_cat=0
split_feature=132 1185 1203 398 49 131 133 16 403 0 401 2 133 1213 1210 133 0 12 16 2 4 402 133 132 12 1209 1209 1210 15 0
split_gain=7.98506e-05 0.000472655 0.000186595 6.97729e-05 0.000170796 0.000156843 0.000221969 0.000201211 0.000109444 9.73448e-05 6.36678e-05 0.000315964 0.000284165 0.000234646 0.000137672 7.70159e-05 0.000215249 0.000606011 0.000282495 0.000370009 0.000604344 0.0011068 0.000214209 0.000101677 0.000520388 0.000319863 0.000157554 9.78037e-05 0.000400511 0.000293384
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10586000000000002 0.09567500000000001 -0.076979999999999979 -0.37971999999999995 -0.081299999999999983 -0.089609999999999981 -0.087084999999999982 -0.06959499999999999 0.097385000000000013 0.51114000000000004 -0.0043299999999999996 0.258635 0.11667000000000001 -0.087084999999999982 0.087765000000000024 -0.082404999999999992 0.096540000000000015 -0.081839999999999982 -0.087759999999999991 0.11224500000000003 0.10833500000000001 0.089085000000000011 -0.092099999999999987 -0.069599999999999981 -0.064344999999999999 0.085935000000000025 -0.086234999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 8 -8 -10 11 13 14 -3 15 22 -17 -18 -19 20 -20 -22 23 25 -25 -12 -27 28 29 -28
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leaf_value=0.00021408519996502613 0.00047712446110034806 0.00013957677025533294 -0.00030418339813843853 0.00013989137470438753 -0.00028169809240632905 -0.00029909422945430773 0.00013243416476706486 0.0002943632839430523 1.5721480303909632e-05 -0.00026765326447612434 0.00037635942141565941 0.00042306854378520737 -0.00027693625542687603 -0.00024193507893609684 0.00025711507464404266 -0.00026988029503860537 0.00039120317049955411 -0.00033436691429980444 -0.00034567531169159342 -0.00026641830675208964 -0.00025388601258912656 0.00069267788921327641 0.00029626751296746084 -0.00037158496807803337 0.0002407370740357969 -0.00027784321161561821 -0.00035437425362033542 1.8947942427683239e-07 0.00041009532940044103 0.00013100844631535989
leaf_weight=27 21 38 27 23 26 28 21 21 22 27 23 21 37 28 21 39 31 37 20 38 21 30 25 35 23 20 20 2309 29 33
leaf_count=27 21 38 27 23 26 28 21 21 22 27 23 21 37 28 21 39 31 37 20 38 21 30 25 35 23 20 20 2309 29 33
internal_value=0 4.42633e-06 -5.78016e-05 -2.36872e-05 -4.55611e-05 -3.5093e-06 -5.28795e-05 2.28789e-05 -5.85664e-05 -0.000140424 9.77173e-07 8.52204e-05 -1.64882e-06 -2.22767e-05 2.04966e-06 8.97749e-08 -5.72143e-05 -1.03556e-05 -9.56181e-05 -1.4575e-05 0.000120214 0.000302916 5.0074e-06 2.08545e-06 -0.000128768 5.20356e-06 1.66288e-06 4.00086e-06 0.000111324 -5.21548e-05
internal_weight=0 2899 222 195 172 146 119 91 70 49 2878 87 2791 66 2754 2733 216 177 146 109 71 51 2517 2492 58 2434 2411 2391 82 53
internal_count=3121 2899 222 195 172 146 119 91 70 49 2878 87 2791 66 2754 2733 216 177 146 109 71 51 2517 2492 58 2434 2411 2391 82 53
is_linear=0
shrinkage=0.1


Tree=2442
num_leaves=31
num_cat=0
split_feature=1208 1208 1210 130 40 120 33 4 4 133 4 133 4 4 42 12 133 42 402 49 1209 4 13 1213 12 12 12 12 130 133
split_gain=7.36211e-05 0.000147868 0.000211894 6.69224e-05 0.000141727 0.000159065 9.34783e-05 6.99243e-05 0.00113743 0.000735806 0.000412949 0.000762047 0.000372573 0.000337408 0.000306774 0.000721043 0.0010945 0.0010466 0.000369697 0.000245408 0.000217657 0.000510854 0.000843828 0.000222329 0.000217536 0.000484989 0.000245862 0.000567414 0.000482018 0.000377987
threshold=0.11531000000000001 0.10233500000000001 -0.41266499999999995 -0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.012019999999999998 -0.081839999999999982 -0.082349999999999993 -0.016679999999999997 -0.081224999999999978 -0.023589999999999996 -0.082769999999999982 -0.083439999999999986 0.085730000000000015 0.083985000000000018 0.085760000000000017 0.091205000000000008 0.10607000000000001 0.10671500000000002 -0.077594999999999983 -0.080584999999999976 -0.080519999999999994 -0.42295499999999991 0.099100000000000008 0.10266500000000002 0.087145000000000014 0.085785000000000014 -0.0089599999999999975 -0.015929999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 8 12 -10 11 -9 13 14 18 16 -16 -17 19 24 -12 22 -22 -23 26 -26 27 28 -8 -30
right_child=-2 -3 3 4 5 -7 7 10 9 -11 20 -13 -14 -15 15 17 -18 -19 -20 -21 21 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00031730776051214584 -0.00015858969129802628 0.00021533408762479668 0.0001713694478182689 -0.00026517471400438808 -0.00018529013247677573 0.00026981597290035676 0.00044622095791220837 0.00011077230424827736 0.00091093022992540891 0.00010199727733958174 0.00024290105834047106 -0.00069473656597741256 -0.00037468604428935441 0.00036431571419458264 -3.6035667890246265e-05 -0.00046837383190230015 0.0010101499760639854 0.00035334562654175134 -0.00044434153158882895 0.000318493415085998 -0.00082046012437785975 -0.00027796976646641273 7.7020811758385138e-05 5.7328433832358706e-06 -0.00061092826901585793 6.3747359672561291e-06 7.658499544049846e-05 -0.0003634864770266983 -0.00042822883899688077 6.5670073263688037e-06
leaf_weight=21 29 32 23 20 27 22 22 23 23 22 36 24 26 26 20 31 20 31 21 21 20 28 22 2051 20 35 196 53 23 153
leaf_count=21 29 32 23 20 27 22 22 23 23 22 36 24 26 26 20 31 20 31 21 21 20 28 22 2051 20 35 196 53 23 153
internal_value=0 1.48743e-06 -7.48879e-07 1.4386e-06 1.42704e-07 1.91385e-06 -6.79429e-08 1.62904e-06 2.81589e-05 0.000515452 -7.31457e-06 -0.000300551 -3.25681e-06 1.1114e-05 -3.10158e-06 0.000156043 0.000487057 -5.75141e-05 -3.29412e-05 -1.64223e-05 -9.2508e-07 -5.06357e-06 -0.000350351 1.91193e-06 -3.04327e-05 -0.000218099 -7.34178e-06 -7.28782e-05 4.91086e-06 -5.02529e-05
internal_weight=0 3092 3060 3039 3016 2996 2974 2947 743 45 2204 47 698 672 646 102 40 62 544 523 2157 2121 42 2079 502 55 447 251 198 176
internal_count=3121 3092 3060 3039 3016 2996 2974 2947 743 45 2204 47 698 672 646 102 40 62 544 523 2157 2121 42 2079 502 55 447 251 198 176
is_linear=0
shrinkage=0.1


Tree=2443
num_leaves=31
num_cat=0
split_feature=33 9 3 34 104 33 9 43 45 152 12 400 2 400 0 15 1185 0 2 4 4 47 16 16 2 15 0 2 4 0
split_gain=6.96408e-05 8.40556e-05 0.000239467 0.000175383 9.15841e-05 0.000153538 0.00010529 0.000429534 0.00010278 6.87351e-05 0.000148118 6.82479e-05 0.000301733 0.000242863 0.000210569 0.000139405 0.000106885 8.91408e-05 0.00029452 0.000749748 0.00182038 0.00109613 0.000745128 0.00102488 0.000396628 0.000752677 0.000290859 0.000277665 0.000370115 0.000334604
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 -0.097449999999999981 0.086600000000000024 0.082285000000000011 -0.036024999999999995 -0.084359999999999991 0.094030000000000016 0.083250000000000018 0.22926500000000002 -0.08262499999999999 0.080205000000000012 -0.081639999999999976 -0.087414999999999979 0.084905000000000022 -0.083264999999999992 -0.089964999999999976 0.087470000000000006 0.053180000000000012 0.16173500000000005 0.09364500000000002 -0.054549999999999994 -0.073849999999999985 0.086285000000000014 -0.090644999999999989 -0.089019999999999974 0.089320000000000024 -0.00059999999999999995 -0.097024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 -5 9 10 11 12 -8 -13 -14 -16 -15 18 19 21 -21 22 23 24 25 -18 -19 28 -20 -29
right_child=1 2 -4 4 -6 -7 8 -9 -10 -11 -12 13 14 16 15 -17 17 26 27 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00017729007297682324 0.00029606742988107725 0.00013628004318369286 -0.00029830635276084649 0.00015204202672149141 -0.00020432607594888066 0.00027660055464366455 0.00037801439304110739 -0.00048024180397901331 -0.00016946922258024905 -0.00014057620975301799 0.00025732405929770527 -0.00033960742551493071 -0.00024931536172516643 0.00023210299361380748 0.00020306514599637709 -6.5104880680640548e-05 0.00072419521912588222 -0.00029757937555457053 -8.2675532828415586e-07 0.0010536054789554328 -5.794809874393704e-05 -0.00050651251217597316 -0.00011570686512868633 0.00093267523698159494 -0.00025111837778240442 3.075570789313096e-05 -6.5545405928829501e-06 -2.2600490376454714e-05 -0.00052390062119229703 0.00023556654438531646
leaf_weight=22 20 21 32 22 22 20 26 21 35 33 23 21 26 20 42 36 23 35 31 26 34 33 80 20 20 49 1826 421 24 57
leaf_count=22 20 21 32 22 22 20 26 21 35 33 23 21 26 20 42 36 23 35 31 26 34 33 80 20 20 49 1826 421 24 57
internal_value=0 -1.25859e-06 -0.000126112 9.13842e-07 -1.03694e-06 4.5186e-07 -1.399e-06 -0.000156748 8.72332e-07 2.92393e-06 4.57221e-06 2.53246e-06 7.33164e-05 -8.50596e-07 -2.85807e-06 7.92944e-05 1.78516e-06 6.57241e-08 2.75794e-05 0.000109638 0.000423725 2.58809e-05 0.000117386 0.000283881 0.000142839 0.000252271 -1.20279e-05 -1.62979e-05 -0.000229077 8.18512e-06
internal_weight=0 3099 53 3046 3026 3004 2984 43 2941 2906 2873 2850 130 2720 104 78 2699 2679 818 285 60 225 192 112 92 72 1861 533 55 478
internal_count=3121 3099 53 3046 3026 3004 2984 43 2941 2906 2873 2850 130 2720 104 78 2699 2679 818 285 60 225 192 112 92 72 1861 533 55 478
is_linear=0
shrinkage=0.1


Tree=2444
num_leaves=31
num_cat=0
split_feature=1208 16 16 1208 403 403 15 132 400 1211 131 159 480 403 133 12 42 133 42 403 43 2 394 133 133 1 120 2 4 4
split_gain=6.22662e-05 0.000346528 0.000349235 0.000110694 8.02326e-05 0.000188764 6.31558e-05 0.00173043 0.00137515 0.000307897 0.000188296 0.000796127 0.00044687 0.000260993 0.000494044 0.000584563 0.000230818 0.000408658 0.000351992 0.00018778 0.000497521 0.000270063 0.000167586 0.000125988 0.000119487 0.000135861 0.0001627 0.000163525 0.000122951 0.000731
threshold=0.098655000000000007 -0.072359999999999994 -0.079734999999999986 0.08400500000000001 -0.55157999999999985 -0.52917499999999984 0.091650000000000023 -0.083284999999999984 -0.059294999999999994 0.11013500000000002 0.08956500000000002 -0.10296999999999999 -0.080264999999999989 -1.0000000180025095e-35 0.51114000000000004 0.09320500000000001 0.090395000000000017 0.087285000000000015 0.093505000000000019 0.03138500000000001 0.016310000000000002 0.096540000000000015 0.10969000000000002 -0.45516499999999999 -0.37971999999999995 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 -0.010655 -0.008819999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 9 -8 -9 22 12 -12 -10 14 15 -14 17 -15 -18 20 21 -20 23 -7 -25 26 27 28 -26 -30
right_child=1 -3 -4 -5 5 6 7 8 10 -11 11 -13 13 16 -16 -17 18 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.00015002136542794427 4.8540279512172162e-07 0.00020904894035993495 -0.00057088049543381209 0.00023089141219056081 0.00027054081538853306 0.00012203821555120063 0.00084300149604678168 -0.00080201379120505099 0.00045297410290983796 -0.00030973195856803977 0.00021800717264081222 -0.00055838314292486755 5.2385871482935425e-05 -1.2243661424536358e-05 -0.00016602076110692516 0.00070712220715358858 -0.00051058323054348881 0.00048058678119559776 0.00031955544545780867 0.00014010960033320933 -0.00052606694643264227 -0.00017345277237473057 0.00027251870130633258 -0.00017201435350050983 -3.0396893857134402e-05 0.00022618908007279969 -0.00021620014866474211 0.00027295449427107259 0.00034994709732869055 -3.4061864505939796e-06
leaf_weight=35 23 24 20 21 26 76 25 21 26 33 28 25 30 106 28 25 20 20 20 34 23 25 22 44 1145 25 37 21 62 1051
leaf_count=35 23 24 20 21 26 76 25 21 26 33 28 25 30 106 28 25 20 20 20 34 23 25 22 44 1145 25 37 21 62 1051
internal_value=0 -9.53623e-05 -0.000265266 2.0921e-06 5.07929e-07 2.26528e-06 -8.16837e-08 3.416e-05 -1.27565e-05 -6.28765e-06 2.76688e-05 -0.000148215 5.37804e-05 2.24238e-05 0.000175916 0.000349993 -2.89467e-05 6.59834e-05 -0.000126989 -5.17747e-05 -0.000147717 4.5662e-05 -2.25476e-06 -4.71109e-06 -8.75006e-06 -5.68144e-06 -8.18436e-06 -4.80719e-06 -7.39045e-06 1.62775e-05
internal_weight=0 67 43 3054 3033 2998 2972 456 431 2516 410 53 357 331 83 55 248 126 122 102 68 45 2483 2461 2385 2341 2316 2279 2258 1113
internal_count=3121 67 43 3054 3033 2998 2972 456 431 2516 410 53 357 331 83 55 248 126 122 102 68 45 2483 2461 2385 2341 2316 2279 2258 1113
is_linear=0
shrinkage=0.1


Tree=2445
num_leaves=31
num_cat=0
split_feature=132 393 15 1 1 1212 2 2 1203 131 131 131 131 131 402 16 13 401 16 2 47 47 45 11 33 47 47 3 9 3
split_gain=8.28039e-05 0.000365767 0.00024449 0.000124857 0.000147253 7.69843e-05 9.75807e-05 0.000298518 9.32271e-05 6.85588e-05 0.000100486 0.000123287 0.000134527 7.89823e-05 0.000286653 0.000195118 0.000316825 0.000153989 0.000132708 0.000102528 9.97293e-05 0.000108294 0.000153993 0.000330925 0.000132693 9.54675e-05 0.000394536 0.00129839 0.000464054 0.00109538
threshold=-0.083174999999999985 0.12069000000000002 0.091475000000000015 0.089625000000000024 0.11507500000000002 0.055770000000000007 0.10252500000000002 0.089320000000000024 0.084375000000000019 0.13602500000000003 0.12681500000000004 0.11684000000000001 0.11863000000000001 0.099565000000000015 0.31278000000000006 0.029300000000000003 -0.0075049999999999987 0.13485500000000003 -0.25582999999999995 0.082850000000000021 0.14174500000000004 0.12958500000000003 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.10843500000000002 0.094160000000000008 -0.042499999999999989 0.088235000000000022 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 5 -5 6 7 8 -1 10 11 13 -13 14 17 16 18 20 -15 -20 21 22 23 -2 -25 26 28 -28 -26 -30
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 12 -14 15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.00010093075179611333 0.00038082321356658057 0.00042033565613175074 -0.00032434817490866407 -0.0003483053634805732 2.6607802137732506e-05 -0.00010456572617840721 -0.00012457783344540406 0.00044135912293789999 0.00012664965163872291 0.00014057752576523592 -0.00022359856262482936 0.00035909910933241919 7.5300109032964846e-07 -9.3708800109611328e-05 0.00037948267505271359 -0.00034262351120718375 -0.00028682136597732704 -0.00024753922893432903 5.0209935787799104e-05 0.00035912174194395035 -0.00022062211821321397 0.00017111551477635084 -0.00027534427132195558 -0.00023931459974214114 3.683808288442605e-06 -9.4247848623622716e-05 -2.3089437870768523e-06 0.00082455800613388428 0.00018381621498106556 -0.0008031735855341971
leaf_weight=36 23 21 30 22 20 35 22 21 36 35 20 20 22 22 20 23 30 25 21 22 20 38 20 23 2246 99 79 25 22 23
leaf_count=36 23 21 30 22 20 35 22 21 36 35 20 20 22 22 20 23 30 25 21 22 20 38 20 23 2246 99 79 25 22 23
internal_value=0 4.50745e-06 -5.88608e-05 -1.73784e-05 -0.000169775 2.52927e-05 6.48149e-05 0.000109617 1.28594e-05 1.47326e-06 -2.39245e-07 1.34318e-06 0.000171394 -1.22501e-06 2.32247e-06 -8.12838e-05 -1.80121e-05 -5.31561e-07 0.000106054 0.000208258 1.82718e-06 3.53965e-06 1.05219e-06 3.22854e-06 -2.21864e-07 1.98308e-06 5.96089e-06 0.000196457 -2.68669e-06 -0.000320645
internal_weight=0 2899 222 192 42 150 115 93 72 2878 2843 2823 42 2781 2663 118 95 2643 65 43 2618 2598 2560 2540 2517 2494 2395 104 2291 45
internal_count=3121 2899 222 192 42 150 115 93 72 2878 2843 2823 42 2781 2663 118 95 2643 65 43 2618 2598 2560 2540 2517 2494 2395 104 2291 45
is_linear=0
shrinkage=0.1


Tree=2446
num_leaves=31
num_cat=0
split_feature=1213 33 34 9 1 121 12 401 1212 1211 1211 401 1210 42 50 42 401 52 402 42 42 131 131 3 455 1 1 52 50 1
split_gain=6.77261e-05 6.79882e-05 6.71895e-05 0.000101075 9.86342e-05 0.000257169 9.8839e-05 0.000104825 0.000107267 0.000222424 0.00012622 8.99692e-05 0.000228932 0.000129569 0.000355911 0.000286604 0.00018131 0.000638421 0.000159931 0.000390229 0.000125398 0.000104934 0.000128763 0.000138156 0.000106507 0.000108907 0.000293556 0.00085539 0.00145423 0.000682077
threshold=0.51370000000000016 -0.044254999999999996 -0.097449999999999981 -0.090799999999999978 0.16540500000000002 -0.094339999999999993 0.14786000000000002 0.13485500000000003 0.14560000000000003 0.12248500000000002 0.11048500000000001 0.11683 -0.14310999999999999 0.12181500000000002 1.0000000180025095e-35 0.13393000000000002 -1.0000000180025095e-35 0.10263500000000002 -0.21830999999999998 -0.076394999999999977 0.11799500000000002 0.11863000000000001 0.11029000000000001 -0.082094999999999987 0.090605000000000019 0.088305000000000008 0.09253500000000002 -0.013374999999999998 0.081075000000000022 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 9 10 11 12 -7 16 15 -15 17 -14 19 -18 21 22 24 -24 25 -20 27 -27 -29 -28
right_child=-2 2 3 4 -6 6 -8 -9 -10 -11 -12 -13 13 14 -16 -17 18 -19 20 -21 -22 -23 23 -25 -26 26 29 28 -30 -31
leaf_value=0.00017398681904358621 0.00018342855910304936 0.00015176657891840609 -0.0001896515609054216 -0.00035236622996827859 0.0002042292479334561 -0.00025838228965377702 0.00017940477244944 -0.00017028679104515577 0.00022428921185478216 -0.00030569980178067152 0.00019152872409904377 0.00016185265695005938 0.00013326999713899568 0.00056478584872820647 -0.00022900577075688489 8.5044201378795239e-05 -5.2149876234276846e-05 -0.00062473953395965516 1.0414771960275331e-05 0.00051810486635076817 -0.00021899316311141273 -0.00017432247049457925 2.318116868082143e-05 0.00036248930220608602 0.00015283539258678842 0.00014121470664273754 0.00036593221025016295 -0.00081267313821277085 -2.8293134964769709e-05 -3.1431493045328873e-05
leaf_weight=22 20 28 29 21 23 35 30 37 21 24 34 33 25 20 20 33 30 20 1527 20 27 35 30 20 43 60 46 39 60 709
leaf_count=22 20 28 29 21 23 35 30 37 21 24 34 33 25 20 20 33 30 20 1527 20 27 35 30 20 43 60 46 39 60 709
internal_value=0 -1.18303e-06 -2.43465e-06 -3.84981e-06 -2.0668e-06 -3.64893e-06 -1.18987e-06 -3.02767e-06 -9.01743e-07 -2.53808e-06 6.09758e-10 -2.29881e-06 -4.23414e-06 -1.01591e-06 0.000130439 0.000266079 -4.58196e-06 -0.000203623 -1.1969e-06 0.000175952 -4.60886e-06 -2.3557e-06 1.95323e-08 0.000158904 -3.17863e-06 -5.92693e-06 -3.32287e-05 -0.000156723 -0.000337291 -7.22125e-06
internal_weight=0 3101 3079 3051 3022 2999 2978 2948 2911 2890 2866 2832 2799 2764 73 53 2691 45 2646 50 2596 2569 2534 50 2484 2441 914 159 99 755
internal_count=3121 3101 3079 3051 3022 2999 2978 2948 2911 2890 2866 2832 2799 2764 73 53 2691 45 2646 50 2596 2569 2534 50 2484 2441 914 159 99 755
is_linear=0
shrinkage=0.1


Tree=2447
num_leaves=31
num_cat=0
split_feature=401 401 401 0 402 1211 1211 394 1204 400 400 133 399 130 42 133 483 12 12 51 4 3 12 51 43 12 483 1456 2 12
split_gain=7.29774e-05 0.000108111 0.000155687 0.000402583 0.000213264 8.11515e-05 0.000228991 8.89753e-05 7.91251e-05 0.000128065 0.000141879 0.000221426 7.39231e-05 7.29738e-05 0.000152194 9.38626e-05 8.14599e-05 8.5233e-05 0.000296081 0.000747485 0.000518885 0.000502042 0.000443122 0.000436949 0.000440077 0.000377206 0.000277657 0.000336161 0.000529294 0.000403478
threshold=-0.47313999999999995 -0.46360499999999999 -0.06959499999999999 -0.073574999999999988 -0.43418999999999991 0.11541000000000001 0.10809000000000001 0.15288500000000002 0.058775000000000008 0.12955000000000003 0.10782000000000001 -0.54084999999999994 -0.065739999999999979 -0.22699999999999995 0.15021500000000002 0.42433500000000007 -0.47181499999999993 0.094375000000000014 0.091715000000000005 0.10501000000000001 -0.081114999999999979 -0.078244999999999995 0.092755000000000018 -1.0000000180025095e-35 -0.040344999999999992 0.091475000000000015 -0.096724999999999992 -0.033364999999999992 0.096540000000000015 0.095935000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 8 9 10 11 -6 -13 -14 15 16 -15 18 25 20 -20 23 -23 -22 -25 -18 -19 28 -28 -29
right_child=1 2 4 -5 5 -7 -8 -9 -10 -11 -12 12 13 14 -16 -17 17 26 19 -21 21 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.00019040715647861362 -0.00021722793574989065 -0.00015905873078054356 -0.00025920497073457228 0.00043288410988343126 0.00033261856719036587 0.00016397108052236339 -0.00033855860587209466 0.0002013126644173595 -0.00019395916138397037 0.00025302477229615766 -0.00025387678903247103 0.00015755676411509771 -0.00018863700818093051 0.00015823297636188729 0.00022249791979750928 0.00019721480370524501 -5.4225544139320463e-06 -0.00040836509826476687 0.00037145780232281258 0.00066744254198221667 0.00010806549064000138 0.00051526445889370123 -5.7078656203474003e-05 -0.00061227403261469708 -2.7470304948193104e-05 -0.00040431566534001223 0.00050635525071161932 -0.00027099100330466567 -0.00014910021563991905 -1.5678576015372744e-05
leaf_weight=20 23 20 32 27 20 30 20 22 21 20 22 29 21 30 30 23 1938 20 39 22 30 24 31 31 22 24 28 73 22 407
leaf_count=20 23 20 32 27 20 30 20 22 21 20 22 29 21 30 30 23 1938 20 39 22 30 24 31 31 22 24 28 73 22 407
internal_value=0 -1.22804e-06 3.85997e-07 0.000180994 -2.41458e-06 3.25429e-07 -1.32811e-06 9.5897e-07 -5.46934e-07 8.50745e-07 -8.96822e-07 1.04646e-06 -1.28527e-06 -2.92165e-06 -1.5258e-06 -3.95731e-06 -5.64537e-06 -7.45885e-06 1.48641e-06 0.000117712 4.93835e-05 -4.16375e-05 0.000192671 -0.000196902 -0.000369525 -1.0302e-05 -4.26056e-05 -2.88034e-05 0.000217955 -5.45073e-05
internal_weight=0 3101 3078 47 3031 2999 2969 2949 2927 2906 2886 2864 2844 2815 2794 2764 2741 2711 2161 199 177 138 55 83 53 1962 550 530 50 480
internal_count=3121 3101 3078 47 3031 2999 2969 2949 2927 2906 2886 2864 2844 2815 2794 2764 2741 2711 2161 199 177 138 55 83 53 1962 550 530 50 480
is_linear=0
shrinkage=0.1


Tree=2448
num_leaves=31
num_cat=0
split_feature=132 394 15 1 0 16 130 1204 16 15 10 0 3 13 9 130 130 4 9 14 16 45 9 2 12 15 151 49 150 150
split_gain=6.67079e-05 0.00030423 0.000201016 0.000134025 0.000368747 6.95272e-05 0.000133343 0.000217669 0.000102789 8.09002e-05 6.37491e-05 0.000341472 0.000223098 0.000303322 0.000200652 6.71799e-05 0.000203329 0.000110126 0.000116355 9.53466e-05 0.000260238 0.000231837 0.000130733 0.000174929 0.000104929 9.25427e-05 0.000118849 0.000232681 0.00021489 0.00016063
threshold=-0.083174999999999985 0.10969000000000002 0.092400000000000024 0.088135000000000005 -0.082284999999999983 -0.081299999999999983 0.096505000000000021 -0.0030749999999999996 -0.014754999999999999 0.084655000000000022 1.0000000180025095e-35 -0.080119999999999983 -0.13309499999999996 -0.033284999999999988 0.088235000000000022 -0.22699999999999995 -0.093639999999999987 0.62931500000000018 -0.08619499999999998 -0.31455999999999995 -0.046599999999999996 0.094030000000000016 -0.036024999999999995 -1.0000000180025095e-35 -0.064509999999999984 -0.43375999999999998 0.10280000000000002 -0.015259999999999998 0.10314000000000002 0.11213000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 5 -5 6 7 9 -7 -1 14 -12 -13 -14 15 -2 -17 18 -18 20 -20 22 -21 -24 -22 -25 29 28 -28 -27
right_child=1 -3 -4 4 -6 8 -8 -9 -10 -11 11 12 13 -15 -16 16 17 -19 19 21 24 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=0.00013957887720858581 -0.00017255019682290202 0.00036629492546047049 -0.00031994809606112544 -0.00043192849605111407 0.00011120807973202319 0.00029386920920972316 0.00017574949765380903 -0.00033471193880056188 -1.1170224752277135e-06 -0.00012185313657141704 0.00040577531314435575 0.00023216759849674419 9.8488614530651826e-05 -0.00045225797133753077 -0.00024655598055246765 0.00024237835430020432 0.00019132687862111197 -0.00020501883398257913 0.0003822561513516121 -0.00025495350535493345 -0.00014735116949720709 -0.00026316857630958755 0.00027041505769981691 -0.0001816334303709612 0.0001375964458323627 2.4027671019560682e-06 1.7286661923641251e-05 -0.0001451737888731129 0.00044737784885980482 -0.00013918864198172106
leaf_weight=29 22 23 25 25 25 21 26 24 27 20 24 20 20 20 33 35 32 26 24 20 28 34 24 28 24 2311 21 21 26 83
leaf_count=29 22 23 25 25 25 21 26 24 27 20 24 20 20 20 33 35 32 26 24 20 28 34 24 28 24 2311 21 21 26 83
internal_value=0 4.04571e-06 -5.28311e-05 -1.8933e-05 -0.00016036 2.91716e-05 -1.87159e-05 -8.79776e-05 0.000127939 3.28719e-05 1.14872e-06 8.6983e-05 -4.05339e-05 -0.000176885 -1.43369e-06 1.49819e-06 2.89719e-06 -2.04902e-07 1.78507e-06 -5.08932e-07 0.000109877 -3.7758e-06 -2.95388e-07 1.73053e-06 -1.58369e-05 -8.59198e-07 1.19672e-06 0.000131562 0.000255209 -2.50621e-06
internal_weight=0 2899 222 197 50 147 99 73 48 49 2876 84 60 40 2792 2759 2737 2702 2676 2644 76 2568 2534 2514 52 2490 2462 68 47 2394
internal_count=3121 2899 222 197 50 147 99 73 48 49 2876 84 60 40 2792 2759 2737 2702 2676 2644 76 2568 2534 2514 52 2490 2462 68 47 2394
is_linear=0
shrinkage=0.1


Tree=2449
num_leaves=31
num_cat=0
split_feature=46 44 1456 147 150 148 16 40 120 10 1 0 123 33 1 0 1429 4 52 0 156 41 4 132 13 1203 4 3 52 43
split_gain=6.92654e-05 0.000190746 0.000109137 6.89759e-05 0.000284681 0.000142283 0.00013221 8.32374e-05 0.000216368 9.59735e-05 0.000512569 0.000405442 0.000165317 0.000132141 9.52499e-05 9.76929e-05 0.000225321 0.000321583 0.000263149 0.000205796 0.000256542 9.70725e-05 8.46541e-05 0.000529112 0.00340603 0.00200072 0.000294878 0.000981769 0.00137824 0.000878239
threshold=0.084955000000000017 0.10049500000000001 0.12676500000000004 0.095485000000000014 0.12083000000000001 -0.098399999999999974 -0.012324999999999997 -0.24290999999999999 0.091385000000000008 -0.011559999999999999 0.093400000000000025 -0.094299999999999981 0.085290000000000019 -1.0000000180025095e-35 0.14754500000000001 0.12411500000000002 -0.0065149999999999991 -0.50052499999999989 -1.0000000180025095e-35 0.10455500000000001 0.10339000000000002 0.11457000000000002 -0.081714999999999996 -0.083284999999999984 -0.01163 0.088820000000000024 -0.078809999999999977 -0.081054999999999974 0.086635000000000004 -0.035139999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 6 -1 -5 -7 9 10 -9 -12 -13 -11 15 19 -17 -18 -19 21 -21 22 23 24 -15 -25 27 29 -29 -24
right_child=1 -3 -4 4 -6 7 -8 8 -10 13 11 12 -14 14 -16 16 17 18 -20 20 -22 -23 26 25 -26 -27 -28 28 -30 -31
leaf_value=-0.00021898738722181106 0.00035454988279525423 -5.2905461079380645e-05 -0.00020200738045214503 -0.00020404772952436665 0.00039476045851849696 -0.00020341852898127398 0.00014407922331884036 -0.00055010285519529144 0.00032907257549595674 0.00022263428890491248 0.0003230063513910864 -0.000320729074128731 3.2558760358369911e-05 0.0013635053802967638 0.00015971416985455624 -0.00018832309618698094 0.00045353023077175886 -0.00018011863794527018 0.00027113234512701946 -0.00048429808623041027 1.0556424967944622e-05 -0.00020648263617540185 0.00046906002696118777 3.5005949064511632e-05 -0.00012986008282171366 -0.00098426383163314319 1.7306184249538909e-06 -0.00099346402566879988 4.8039295870694337e-05 -0.00014178205814194248
leaf_weight=30 20 27 27 24 22 20 20 20 20 27 28 27 26 21 37 22 27 28 24 20 22 23 32 519 56 20 1792 27 24 89
leaf_count=30 20 27 27 24 22 20 20 20 20 27 28 27 26 21 37 22 27 28 24 20 22 23 32 519 56 20 1792 27 24 89
internal_value=0 0.00012048 -1.84208e-06 -6.8381e-08 0.000101048 -2.30712e-06 -4.58082e-05 -1.04339e-07 1.283e-06 -9.69078e-07 -9.67429e-05 1.51978e-05 -0.000147418 2.47333e-06 3.37379e-07 -1.81009e-06 9.47135e-05 0.000173534 2.8151e-05 -5.49586e-06 -0.000225089 -1.95269e-06 -1.29357e-07 3.22147e-05 0.000277421 -2.81482e-06 -1.02739e-05 -0.000135345 -0.000503345 1.9763e-05
internal_weight=0 47 3074 3047 66 2981 44 2951 2931 2911 101 81 53 2810 2783 2746 101 79 52 2645 42 2603 2580 616 77 539 1964 172 51 121
internal_count=3121 47 3074 3047 66 2981 44 2951 2931 2911 101 81 53 2810 2783 2746 101 79 52 2645 42 2603 2580 616 77 539 1964 172 51 121
is_linear=0
shrinkage=0.1


Tree=2450
num_leaves=31
num_cat=0
split_feature=1203 42 393 1200 393 393 1213 1212 402 16 133 4 133 133 50 1210 16 43 16 133 16 131 131 132 1213 133 4 133 133 133
split_gain=8.66132e-05 0.000160129 0.000117444 9.76371e-05 6.7237e-05 9.64866e-05 7.84969e-05 8.79909e-05 0.000106417 0.000330611 0.000144257 0.000578748 0.000108145 0.000113258 0.000343791 0.00105719 0.000571662 0.000805276 0.000589208 0.000161962 0.000137037 0.000133713 0.000137416 0.000194641 0.000366111 0.000173515 0.000541614 0.000539822 0.000496163 0.000285981
threshold=0.090185000000000001 -0.021469999999999996 0.11170000000000001 0.087860000000000008 0.10585500000000002 0.092175000000000021 0.27327000000000007 0.13631000000000001 -0.45454999999999995 -0.072359999999999994 0.41553500000000004 -0.07168999999999999 0.41068500000000002 0.11667000000000001 0.089465000000000017 -0.078184999999999991 -0.079109999999999986 -0.029804999999999995 -0.008069999999999999 0.11224500000000003 0.061255000000000011 0.11863000000000001 0.11368500000000002 0.10833500000000001 0.10210000000000001 0.098785000000000012 0.056795000000000005 0.10275500000000001 0.095000000000000015 0.092470000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 6 7 8 9 -1 12 -12 13 19 15 -15 17 -17 -18 21 -20 22 23 24 25 28 27 -27 29 -10
right_child=1 -3 -4 -5 -6 -7 -8 -9 10 -11 11 -13 -14 14 -16 16 18 -19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00011495138056084722 -0.00016166197528946216 0.00033323104977501898 -0.00018468724767444657 0.00012358220691870278 0.00017786526690802672 -0.0001579579739765718 0.00014712850471470222 -0.00016902238398136933 6.3733683838552119e-06 0.00037131255782602745 -0.00051090813445765759 0.00011584163996089687 0.00020013360597119945 -0.00076643209132548108 0.00021704063128709096 -9.3420277963477102e-05 -0.00064652635291250512 0.00069872102495061148 -0.00020169077958598792 0.00025759145774645732 0.00015621903465058576 -0.00023820643849751873 0.00024731744462927886 -0.00022282896499841869 0.00037144236616936895 -0.00071950189158087596 0.00023956351532043691 -0.00010113774818213035 0.00040398592039221718 -0.00024029507614310811
leaf_weight=27 20 22 35 30 21 39 36 31 2259 29 26 34 27 23 32 33 22 21 20 25 23 23 23 38 27 20 28 48 31 48
leaf_count=27 20 22 35 30 21 39 36 31 2259 29 26 34 27 23 32 33 22 21 20 25 23 23 23 38 27 20 28 48 31 48
internal_value=0 0.000108407 -2.55995e-06 9.48453e-06 -4.45004e-07 -1.6961e-06 3.66943e-07 -1.44369e-06 3.55738e-07 0.000136864 -2.34453e-06 -0.00015575 9.77133e-07 -9.82497e-07 -7.90616e-05 -0.000145789 -2.58326e-05 0.000214635 -0.000225606 4.30379e-06 -1.02506e-05 1.8157e-06 4.00464e-06 1.76527e-06 5.2332e-06 1.1709e-06 -0.000130592 -0.00028301 6.5812e-06 1.24113e-06
internal_weight=0 72 3049 50 3014 2993 2954 2918 2887 56 2831 60 2771 2744 174 142 119 54 65 2570 43 2545 2522 2499 2461 2434 96 68 2338 2307
internal_count=3121 72 3049 50 3014 2993 2954 2918 2887 56 2831 60 2771 2744 174 142 119 54 65 2570 43 2545 2522 2499 2461 2434 96 68 2338 2307
is_linear=0
shrinkage=0.1


Tree=2451
num_leaves=31
num_cat=0
split_feature=132 393 394 52 2 4 130 15 52 399 1365 1375 457 0 457 457 151 447 48 48 448 456 1371 474 150 474 49 0 2 157
split_gain=7.36546e-05 0.000277623 0.000180501 6.79161e-05 0.000136583 0.000384176 0.000226805 9.07647e-05 0.000133568 0.000135545 6.00267e-05 7.4415e-05 0.000193795 0.000443922 8.55516e-05 8.61868e-05 0.000436584 0.000279675 0.000106052 0.0001285 0.000110639 9.25299e-05 0.000163445 0.000104739 0.000519618 0.000421525 0.000263356 0.000524863 0.000546253 0.000367188
threshold=-0.083174999999999985 0.12069000000000002 0.013605000000000001 0.10347000000000002 0.097385000000000013 0.10528000000000001 0.10923000000000001 0.084905000000000022 0.086450000000000013 0.087410000000000002 0.087370000000000017 0.08517000000000001 -0.09139499999999999 -0.089604999999999976 0.41022000000000008 0.10378500000000002 -0.10959499999999998 0.094005000000000019 -0.11155999999999998 -0.089814999999999992 -0.083359999999999976 -0.11319999999999998 0.086910000000000015 0.08393500000000001 0.10389500000000002 0.059400000000000008 0.08610000000000001 -0.087974999999999984 0.08647500000000001 -0.06482499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 6 -6 7 8 9 -1 11 14 -13 -14 15 17 -17 18 -2 -20 -21 -22 23 25 26 -23 27 28 -25 -28
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 -12 12 13 -15 -16 16 -18 -19 19 20 21 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.00010805160962061361 -0.00019651692300276074 0.0003665272553917021 -0.00033448013581662618 -0.00017085620836171855 0.00044230660503010523 -0.00016326233118888923 -0.00036327640773379247 -0.00015693901999232671 0.0002722354650489121 -0.00018834882990901222 0.00013570220158505959 0.00012558626579077639 -0.00057736970484256744 1.322001268688057e-05 0.00017674794580671007 0.00017469525230878321 -0.00038963003143149323 0.00035868025615028192 0.00024906395424512172 -0.0002226047716579739 -0.00020645427454534608 5.1197382307894147e-06 0.00028906739738886249 1.088587785488926e-05 -0.00048114847433260784 0.00045524071084357621 0.00032782372079302811 1.7691494005703136e-05 -0.00069673822945333092 -0.0001652265672063273
leaf_weight=36 27 21 21 28 22 20 20 27 21 27 33 27 20 35 28 26 29 22 21 22 21 2239 20 20 26 21 44 150 24 23
leaf_count=36 27 21 21 28 22 20 20 27 21 27 33 27 20 35 28 26 29 22 21 22 21 2239 20 20 26 21 44 150 24 23
internal_value=0 4.25113e-06 -5.55138e-05 -2.6368e-05 -2.98265e-06 0.00015394 -5.32939e-05 2.55884e-06 5.3826e-05 -1.89772e-05 1.6077e-06 5.22966e-08 -9.38276e-05 -0.00020154 2.83845e-06 1.05803e-06 -0.000122858 3.60108e-06 6.62127e-07 2.68563e-06 7.03275e-07 2.60157e-06 4.3118e-06 2.07579e-06 -5.48296e-05 9.30228e-06 -1.23611e-05 -7.13932e-05 -0.000375091 0.000158568
internal_weight=0 2899 222 201 173 42 131 111 84 63 2878 2845 82 55 2763 2735 55 2680 2658 2631 2610 2588 2567 2547 287 2260 261 194 44 67
internal_count=3121 2899 222 201 173 42 131 111 84 63 2878 2845 82 55 2763 2735 55 2680 2658 2631 2610 2588 2567 2547 287 2260 261 194 44 67
is_linear=0
shrinkage=0.1


Tree=2452
num_leaves=31
num_cat=0
split_feature=1203 2 52 393 39 39 128 128 471 471 11 12 16 12 472 15 475 157 1375 3 151 1375 51 2 157 49 3 1348 150 150
split_gain=6.88792e-05 0.000155095 0.000115261 0.0001021 6.22468e-05 0.000113084 0.000144145 0.000121526 7.32217e-05 9.98288e-05 0.000150116 0.000543944 0.000158646 0.000839002 0.00020448 0.00014156 9.79797e-05 0.000903954 0.000469599 0.00112088 0.000367057 0.00035655 0.00019522 0.000118923 0.000102344 0.000431239 0.000250346 0.000117389 0.000137786 0.000329202
threshold=0.090185000000000001 0.085345000000000018 0.088005000000000014 0.11170000000000001 -0.083889999999999978 -0.020804999999999994 0.11976500000000002 0.11059000000000001 0.10693500000000002 0.094575000000000006 0.094350000000000003 0.10149500000000002 0.6352000000000001 0.090695000000000012 -0.096814999999999998 -0.062284999999999993 -0.085774999999999976 -0.086244999999999988 -0.15308499999999997 0.092670000000000016 -0.085134999999999975 -0.090674999999999992 -0.14097999999999997 0.087815000000000018 0.0026750000000000007 -0.008964999999999999 -0.073309999999999986 0.087500000000000008 0.12558000000000002 0.11117000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 8 9 10 12 -12 14 -14 -7 -13 17 -16 19 -18 -19 -20 -22 -24 27 -26 -27 28 29 -23
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 11 15 13 -15 16 -17 18 20 21 -21 22 24 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.00017552107125084148 0.00031089706798925558 -0.00015415168020990679 0.0001526536367236986 -0.00017209591809660198 -0.00017522519275017486 0.00029683721912316172 0.00020242290912262566 -0.00021695999972647629 0.00019088220782577993 -0.0002042181801092132 0.00054433185698302545 0.00010826197917426558 0.0002071452923701145 -0.00066982983989873903 -0.00070477193847182215 -0.00023346131046392575 0.00066603954294350851 0.00041472814453300091 -0.00039651767431717858 -0.00028827370028011501 -0.00027723757671732792 2.3813054221646839e-06 -9.2351226547699692e-05 0.00020771768596023323 -0.00047998078252535579 -0.00017517325975657311 0.00019052073503889218 0.00017743835709743987 0.00019175093396837397 -0.00027688417504514502
leaf_weight=20 23 25 24 35 37 23 35 26 20 24 23 27 24 20 20 22 32 20 23 20 28 2301 28 25 23 36 39 38 37 43
leaf_count=20 23 25 24 35 37 23 35 26 20 24 23 27 24 20 20 22 32 20 23 20 28 2301 28 25 23 36 39 38 37 43
internal_value=0 9.6674e-05 -3.87969e-06 -2.28289e-06 -3.1094e-07 -1.4855e-06 6.88447e-07 -1.72795e-06 2.04384e-07 -1.12161e-06 5.87478e-07 0.000143147 -3.1047e-06 -0.00019148 -7.52776e-08 -4.51648e-05 -2.59241e-06 -9.05489e-05 1.51358e-06 0.000298996 3.10794e-05 -4.57661e-06 -6.36487e-05 4.91907e-05 -9.95105e-07 -0.000101178 1.49876e-05 3.06358e-06 2.80617e-07 -2.74174e-06
internal_weight=0 72 49 3049 3014 2994 2957 2922 2896 2876 2852 72 2780 44 2736 49 2713 121 2592 52 101 2540 81 53 2517 98 75 2419 2381 2344
internal_count=3121 72 49 3049 3014 2994 2957 2922 2896 2876 2852 72 2780 44 2736 49 2713 121 2592 52 101 2540 81 53 2517 98 75 2419 2381 2344
is_linear=0
shrinkage=0.1


Tree=2453
num_leaves=31
num_cat=0
split_feature=1429 156 1428 1419 157 132 1203 1185 50 131 132 4 42 15 2 1420 12 1454 480 160 0 480 480 0 159 483 483 2 1 12
split_gain=6.82249e-05 0.00013866 0.000238755 0.000133813 0.000338567 6.3363e-05 0.00191257 0.00106725 0.000244695 8.82568e-05 8.06447e-05 0.000200013 0.000120259 0.000212787 7.86044e-05 7.05757e-05 0.000236234 8.0199e-05 8.28699e-05 0.000375442 0.000718602 0.000369671 0.000327191 0.000207616 0.000302241 0.00011688 0.00031002 0.000581048 0.000476732 0.000271083
threshold=0.12521000000000002 0.3248100000000001 0.094820000000000015 0.090190000000000006 -0.06482499999999998 -0.083284999999999984 0.089165000000000008 -1.0000000180025095e-35 0.093975000000000017 0.096845000000000014 -0.41127499999999995 0.071150000000000005 -0.015274999999999999 0.084655000000000022 0.097220000000000015 -0.083279999999999979 0.086850000000000024 0.12106000000000001 0.086995000000000017 -0.025879999999999997 -0.085804999999999979 0.091115000000000015 0.084710000000000021 -0.079829999999999998 -0.10296999999999999 0.092420000000000016 0.10143000000000001 0.096540000000000015 0.12656000000000003 0.094225000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 8 -7 9 10 14 12 13 -12 -1 16 -9 18 22 21 -21 -20 25 24 -23 -17 28 29 -27 -28
right_child=-2 -3 -4 4 -6 7 -8 15 -10 -11 11 -13 -14 -15 -16 17 -18 -19 19 20 -22 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-3.5744704655371605e-06 0.00018410275864880535 -0.00025727649626787751 0.00025305280240089006 0.00012423353009147659 -0.00042042178637348118 -0.00065439054602757106 0.00091413018222817263 0.00010597394845847572 -0.00037298281704785212 -0.00020867832878138871 0.00035886754952419629 -0.00026577103482041921 -0.00010934689846415554 -4.3669295694693074e-05 0.00027679026454279664 -2.1695052599530089e-06 -0.00037424449947138784 0.00020341813331469896 0.00040801311278344316 -0.00073931556086920735 6.1689497185094905e-05 2.3770186089677736e-05 0.00035972392741734019 0.0001303845651313572 -0.00044568055794419101 6.3937618315956278e-05 -2.8177157400932631e-05 -0.00045228597537061432 0.00064521449967287487 0.00043099874281324449
leaf_weight=20 20 21 37 21 25 25 23 21 21 20 24 27 31 29 20 2368 20 20 21 21 24 32 26 36 24 43 36 24 21 20
leaf_count=20 20 21 37 21 25 25 23 21 21 20 24 27 31 29 20 2368 20 20 21 21 24 32 26 36 24 43 36 24 21 20
internal_value=0 -1.18737e-06 5.58689e-07 -2.5114e-06 -0.000171775 8.65696e-08 5.23904e-05 -3.95561e-06 -5.08388e-05 -1.12773e-05 1.48686e-05 -2.90014e-05 4.71031e-05 0.000138612 0.000136608 1.94243e-06 -0.000128279 3.90821e-06 2.42817e-06 -6.78395e-05 -0.000312113 2.94375e-05 6.8026e-06 -5.69766e-05 -0.000177423 3.14975e-06 9.06219e-05 -4.06158e-05 0.000254669 0.000135814
internal_weight=0 3101 3080 3043 46 2997 215 2782 192 171 151 111 84 53 40 2757 41 2716 2696 158 45 113 2538 92 56 2512 144 80 64 56
internal_count=3121 3101 3080 3043 46 2997 215 2782 192 171 151 111 84 53 40 2757 41 2716 2696 158 45 113 2538 92 56 2512 144 80 64 56
is_linear=0
shrinkage=0.1


Tree=2454
num_leaves=31
num_cat=0
split_feature=132 1203 394 131 2 2 47 130 33 9 2 130 12 4 12 158 158 158 3 12 12 0 3 1456 43 1 151 484 50 133
split_gain=7.58226e-05 0.000321326 0.000306114 6.40739e-05 8.50665e-05 0.000144724 0.000150787 9.96607e-05 6.23276e-05 8.97725e-05 0.000351608 6.6462e-05 0.000142797 0.00012218 9.61293e-05 6.91869e-05 0.000259791 0.000407654 0.000256723 0.000188303 0.000320768 0.00030376 0.000355558 0.000245009 0.000190089 0.00017431 0.000163536 0.000131207 0.000129762 0.000818211
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 0.096845000000000014 0.10222000000000002 0.089320000000000024 0.085770000000000027 0.085970000000000005 -0.012019999999999998 0.091600000000000015 -0.15339499999999998 -0.22699999999999995 0.22926500000000002 0.62931500000000018 -0.23059999999999997 0.096590000000000023 0.085030000000000008 0.082560000000000008 -0.081459999999999991 0.084535000000000013 0.086305000000000007 -0.085669999999999982 -0.086554999999999979 -0.063824999999999979 -0.077944999999999987 0.088135000000000005 -0.016164999999999995 -0.23687999999999995 -0.099524999999999988 0.090665000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 5 6 7 -1 -2 11 -11 -10 13 14 -13 16 17 27 -18 21 -21 22 -17 -22 -25 -26 -20 -16 29 -29
right_child=2 -3 -4 -5 -6 -7 -8 -9 9 10 -12 12 -14 -15 15 19 18 -19 26 20 23 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-3.0479492826934644e-05 -0.00014705657096263688 -0.00043898126212297943 0.00037585342757996514 -0.00018781050050165505 -0.00012711809984466526 0.00020146533666915136 -0.00027127150082378648 0.00022897129196280732 -0.00017262422082818705 -8.0833760875975713e-05 0.00046046691422816369 0.00017708049384847045 0.00026165170174430216 -0.00021178575461143972 0.00017598305692149023 0.00022674692649313026 -6.3920431980827395e-05 -0.00042955557847480205 0.00010783935780636968 0.0003644007939411412 -0.00029769686496971799 -0.00051635621799505326 -0.00028965263559560604 -0.00019243255737092115 -8.0908023929540927e-06 0.00035052944954456865 0.00048223740990839103 -0.00012978974806862205 -3.9750601285435703e-06 0.00066408892045728869
leaf_weight=57 28 20 22 20 40 39 20 20 22 30 20 31 21 27 43 24 26 22 20 22 30 20 30 25 33 23 28 37 2301 20
leaf_count=57 28 20 22 20 40 39 20 20 22 30 20 31 21 27 43 24 26 22 20 22 30 20 30 25 33 23 28 37 2301 20
internal_value=0 -5.71609e-05 4.25017e-06 -1.81996e-05 1.07437e-06 3.8778e-05 -2.66323e-05 3.69103e-05 1.41449e-06 2.8706e-06 0.000135687 5.03113e-07 1.87171e-06 -1.03448e-07 1.98629e-06 -2.10807e-08 4.5845e-06 -1.05242e-06 0.000189155 -5.55773e-05 1.5566e-05 -0.000183443 -6.01417e-05 -5.35724e-05 3.6844e-05 0.0001392 0.000326238 2.87389e-06 -2.8289e-07 0.000148764
internal_weight=0 216 2905 196 176 136 97 77 2883 2855 50 2805 2783 2762 2735 2704 2497 2423 74 207 133 74 54 111 81 56 48 2401 2358 57
internal_count=3121 216 2905 196 176 136 97 77 2883 2855 50 2805 2783 2762 2735 2704 2497 2423 74 207 133 74 54 111 81 56 48 2401 2358 57
is_linear=0
shrinkage=0.1


Tree=2455
num_leaves=31
num_cat=0
split_feature=132 1185 1203 400 129 4 12 1186 390 133 133 402 133 16 133 1208 133 403 403 133 131 131 43 131 1456 4 160 16 131 0
split_gain=6.14163e-05 0.000281298 0.000260274 6.22309e-05 0.000136215 0.000208713 0.000273663 7.56756e-05 9.67757e-05 6.418e-05 9.73077e-05 0.000349315 0.000271766 0.00018979 0.00010809 8.78992e-05 0.000273518 0.000299189 0.000381159 0.00012107 7.43589e-05 0.000443522 0.00115425 0.000342069 0.000243563 0.000311182 0.000338686 0.000216459 0.000194595 0.000176233
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.064794999999999978 0.080675000000000011 -0.0083799999999999986 0.088615000000000013 -0.089559999999999987 0.087590000000000015 0.62223500000000009 0.51314000000000015 -0.45454999999999995 0.41553500000000004 -0.069894999999999985 0.41068500000000002 0.10233500000000001 0.31868000000000002 -0.5335399999999999 -0.42739999999999995 0.15630500000000003 0.089415000000000008 0.090690000000000007 -0.082389999999999977 0.088495000000000004 -0.065759999999999985 -0.052259999999999994 -0.24205499999999996 -0.065229999999999996 0.087205000000000019 -0.09515499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 -5 9 10 11 -9 14 -12 15 16 17 -13 -19 20 23 22 -22 28 -23 27 -27 -26 -20 -28
right_child=1 3 -4 7 -6 -7 -8 8 -10 -11 13 12 -14 -15 -16 -17 -18 18 19 -21 21 24 -24 -25 25 26 29 -29 -30 -31
leaf_value=-1.6379637549924119e-05 0.00036004758545790205 -5.796552823784833e-06 -0.00039508313493570314 -0.0001714557216193778 -0.00015339796511398165 -0.00013943785510491582 0.00043098092484115117 0.00039602421249417766 0.0001628355424574895 0.0001762753530056216 2.8272893799904494e-05 0.0003176674716463634 -0.00032581226853206039 -0.00034629566750178734 0.00020603480713907632 0.00017020974814056837 -0.00034087033030421785 -0.00044019385677529499 5.5160483665728642e-06 -0.00019512610058427529 0.00019670465324972094 0.00030870695372868799 -0.00082871894182576602 0.00034800158060408712 -6.4215417020022878e-05 0.00042217860406708498 0.0001665083628591004 -0.00050559207669721219 -0.0002751243160455488 -8.545835439999616e-05
leaf_weight=196 22 26 20 26 20 20 32 22 36 20 31 29 26 24 25 29 24 20 2113 32 21 24 23 29 25 20 38 20 25 103
leaf_count=196 22 26 20 26 20 20 32 22 36 20 31 29 26 24 25 29 24 20 2113 32 21 24 23 29 25 20 38 20 25 103
internal_value=0 3.82515e-06 -5.14448e-05 1.10684e-06 7.94282e-05 0.000139127 0.000235184 -1.64917e-06 -4.8966e-08 -2.20242e-06 -3.52301e-06 -7.88538e-07 -4.11294e-06 -0.000135175 -8.95947e-07 -2.90498e-06 -4.87683e-06 -1.67943e-06 -5.39426e-06 -1.87788e-06 6.55481e-07 -4.84282e-05 -0.000339312 6.86172e-06 7.21921e-06 -2.79056e-05 3.70725e-05 -0.000260383 2.23447e-06 -1.75524e-05
internal_weight=0 2905 216 2883 98 78 58 2785 2759 2723 2703 2648 2626 55 2600 2575 2546 2522 2493 2473 2441 274 44 2167 230 206 161 45 2138 141
internal_count=3121 2905 216 2883 98 78 58 2785 2759 2723 2703 2648 2626 55 2600 2575 2546 2522 2493 2473 2441 274 44 2167 230 206 161 45 2138 141
is_linear=0
shrinkage=0.1


Tree=2456
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 13 132 0 42 15 131 131 131 131 402 133 402 123 376 1 15 1 4 13 484 1 34 9 34 106 9
split_gain=6.08379e-05 0.00188083 0.00102887 0.000218518 6.52099e-05 0.0001205 0.00012492 7.45438e-05 0.000100569 6.35628e-05 8.24214e-05 0.000108106 7.32043e-05 7.2187e-05 0.000283592 0.000132042 7.33901e-05 0.000194888 0.000165113 0.000165198 0.000141026 0.00028592 0.00035425 0.00029981 0.000284554 0.000130913 0.000484762 0.000457692 0.000215677 0.000146442
threshold=-0.083284999999999984 0.10450500000000001 0.12679500000000002 0.089480000000000018 0.054800000000000008 -0.26631499999999991 -0.097024999999999986 -0.015274999999999999 0.084655000000000022 0.13602500000000003 0.12681500000000004 0.11697 0.11495000000000001 -0.46267499999999995 0.51114000000000004 -0.21830999999999998 0.089155000000000012 0.087010000000000018 0.13756000000000004 -0.14147499999999996 0.13707500000000003 0.50644500000000015 -1.0000000180025095e-35 0.090535000000000018 0.13265500000000002 -0.057544999999999992 0.091905000000000014 -0.084564999999999987 0.083930000000000018 0.082870000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 -1 -7 8 -8 10 11 12 13 -2 15 -15 17 20 19 -18 24 22 -22 -23 25 27 29 28 -17 -27
right_child=2 -3 -4 -5 -6 6 7 -9 -10 -11 -12 -13 -14 14 -16 16 18 -19 -20 -21 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0002321269522840537 0.00013691962571771768 0.00097523189411731449 -0.00071860110299894588 -0.00035557481849537 -0.00013169939004857204 -0.00023314569949765097 0.00024751133241807111 -8.0230006163841812e-05 -1.058960753855192e-05 0.00013506594721028316 -0.00020281171309761704 0.00016624878727060816 -0.00018309587586290118 0.00021778433718801744 -0.00028886637607202458 -0.00026990364394372418 -0.00033994806052457235 0.00028676619297887863 0.00010478047232835606 -5.0900255606895124e-05 -4.270709468983114e-05 0.00032889404493566281 -0.00053305477404837112 -0.00020049926097271965 0.00028437896323036207 -1.0847199348442799e-06 -0.00047019702178658919 0.00054044365650042893 0.00014515861398209501 0.00025252509595188519
leaf_weight=23 38 20 20 20 34 22 26 38 36 35 20 39 22 28 34 21 30 24 36 58 34 23 26 20 36 2262 22 20 31 23
leaf_count=23 38 20 20 20 34 22 26 38 36 35 20 39 22 28 34 21 30 24 36 58 34 23 26 20 36 2262 22 20 31 23
internal_value=0 5.08238e-05 -3.83542e-06 -4.20816e-05 -7.05439e-06 2.21727e-05 -1.74088e-05 3.00533e-05 9.76463e-05 1.12478e-06 -5.21843e-07 9.09285e-07 -1.40357e-06 4.15598e-08 -1.8651e-06 1.75704e-06 -5.11814e-07 3.15266e-06 -7.56335e-05 -0.000149439 4.49434e-07 -0.000114145 -0.000255191 8.26646e-05 5.33688e-06 1.1143e-06 -3.02986e-06 0.0001339 -2.24627e-05 1.46803e-06
internal_weight=0 219 2902 199 179 145 122 100 62 2882 2847 2827 2788 2766 2728 2694 2666 2542 124 88 2518 103 60 43 2415 2379 2307 72 52 2285
internal_count=3121 219 2902 199 179 145 122 100 62 2882 2847 2827 2788 2766 2728 2694 2666 2542 124 88 2518 103 60 43 2415 2379 2307 72 52 2285
is_linear=0
shrinkage=0.1


Tree=2457
num_leaves=31
num_cat=0
split_feature=33 374 120 12 10 1 0 123 132 393 15 0 16 49 15 1213 13 400 0 12 4 4 0 156 0 2 46 13 1427 14
split_gain=6.5188e-05 6.43298e-05 0.000125373 0.000165953 9.47904e-05 0.000410239 0.000402146 0.000135612 7.0615e-05 0.000348085 0.000168843 6.71569e-05 0.000138155 0.000102971 0.000117383 9.37605e-05 6.79248e-05 0.00014089 6.68058e-05 0.000226549 0.000463365 0.000331704 0.000176866 0.000321298 0.000162711 0.000160433 0.000144246 0.000139884 0.000110092 0.000147657
threshold=-0.044254999999999996 0.092550000000000007 0.090440000000000006 0.22926500000000002 -0.011239999999999998 0.093400000000000025 -0.098289999999999975 0.085290000000000019 -0.083174999999999985 0.12069000000000002 0.091475000000000015 -0.10224499999999999 -0.092124999999999985 0.097685000000000008 -0.028889999999999996 -0.081869999999999984 -0.012549999999999997 -0.087079999999999977 0.12411500000000002 0.086345000000000019 -0.50052499999999989 -0.39518999999999993 0.10455500000000001 0.087985000000000022 0.056435000000000006 0.15361500000000003 0.096120000000000011 0.084330000000000016 0.094380000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 10 18 11 -6 -13 14 -14 -16 -17 -18 22 21 -21 -20 24 -24 25 26 28 -22 29 -10
right_child=1 -3 -4 -5 8 6 7 -9 9 -11 -12 12 13 -15 15 16 17 -19 19 20 27 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00017152850103395228 -0.00049141027820518335 0.00016186662677076432 -0.00024035575309178309 0.00027936946860877685 0.0001542916169273667 0.00034915786624575655 -0.00026715764722800537 3.0027032169398028e-05 -0.0001374376207912484 0.00041062208821087895 -0.00027439587715586338 -0.00025643678204505705 -0.00020059337550719649 0.00020880300318822263 -0.00016917522647418083 0.00023213982225570365 0.00022162638986628739 -0.00011880441270477604 -0.00038100705985146178 0.0005450349245317436 0.00017624313564738259 0.00018803268602823666 -0.00049607064080191786 4.6629298386354399e-05 0.00023768232023375557 -0.00022663498802426003 0.00025154148722678023 -0.00019776703033130618 0.00022263543108816852 2.4108111190345031e-06
leaf_weight=22 21 24 22 21 20 24 34 28 78 21 30 25 32 20 20 20 20 31 21 24 20 20 20 24 29 31 23 20 22 2354
leaf_count=22 21 24 22 21 20 24 34 28 78 21 30 25 32 20 20 20 20 31 21 24 20 20 20 24 29 31 23 20 22 2354
internal_value=0 -1.21769e-06 -2.49055e-06 -7.76485e-07 -2.71681e-06 -9.51629e-05 1.59518e-06 -0.000132945 6.64979e-07 5.07428e-06 -5.40872e-05 -1.89316e-05 -3.95534e-05 -1.63668e-06 -3.58545e-05 2.20756e-05 7.59491e-05 1.46979e-05 1.90358e-06 8.0094e-05 0.000197662 -0.000103427 -1.27736e-06 -0.000200052 2.17006e-06 -5.53164e-07 2.27628e-06 -1.07619e-05 -5.99452e-08 -2.07446e-06
internal_weight=0 3099 3075 3053 3032 107 86 62 2925 2707 218 188 168 143 123 91 71 51 2686 105 64 41 2581 44 2537 2508 2477 40 2454 2432
internal_count=3121 3099 3075 3053 3032 107 86 62 2925 2707 218 188 168 143 123 91 71 51 2686 105 64 41 2581 44 2537 2508 2477 40 2454 2432
is_linear=0
shrinkage=0.1


Tree=2458
num_leaves=31
num_cat=0
split_feature=155 132 1203 132 50 16 472 155 2 156 157 484 157 1374 16 1373 456 3 484 3 1375 1375 132 132 16 0 12 132 40 120
split_gain=6.28732e-05 6.51693e-05 0.00195568 0.000979967 0.000341068 6.84251e-05 0.000103482 0.000117141 0.000252539 0.000119085 8.04533e-05 0.000479304 0.000459104 0.000316735 0.000678851 0.000253889 0.000376018 0.0001802 0.000248644 0.000217411 0.00016977 0.000137221 8.65329e-05 0.000453429 0.000248931 0.000615682 0.000306848 0.000149539 0.000135871 0.000167602
threshold=0.14721000000000004 -0.083284999999999984 0.089480000000000018 -0.076764999999999986 0.10022000000000002 0.6352000000000001 -0.096814999999999998 0.11562500000000002 0.10559 -0.094124999999999986 -0.087424999999999989 0.085790000000000019 -0.086394999999999986 0.087855000000000016 -0.087659999999999988 1.0000000180025095e-35 0.08777500000000002 -0.082689999999999986 -0.077774999999999983 -0.078584999999999988 -0.42089999999999994 -0.085004999999999983 0.094155000000000016 0.090050000000000005 -0.083134999999999987 -0.080604999999999996 0.085195000000000007 0.087210000000000024 -0.24290999999999999 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 -5 9 -9 -8 11 17 -12 15 -15 20 -17 -11 -19 -20 -14 -22 23 27 26 -26 -24 28 -23 -30
right_child=-2 3 -4 5 -6 -7 7 8 -10 10 12 -13 13 14 -16 16 -18 18 19 -21 21 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=-2.1420421760697363e-06 0.00014407039268310958 -0.00068602445743246271 0.00096877594436851466 0.00020000632522659055 -0.00043768201554485138 -0.00013194262193372619 0.00019708880727487287 -0.00039214642475480626 8.1763188989663664e-05 -0.00017153286274097971 0.00042196147282643674 -0.00046092591047594263 -0.00026909463669416375 6.3133280491456389e-05 -0.00057930845879158811 0.00056190173854702157 -5.1301637868164113e-05 -0.00019184496835805478 0.00047148374308432852 5.4756269834445358e-05 0.0002323753174166016 -0.00025442486037805098 0.00014216936049251671 -0.00035613935794521649 0.00064551778403776035 4.8854938641592786e-05 -0.00028070415627971177 0.00023129183513706915 -1.8744763986975415e-06 0.00025858617780613716
leaf_weight=178 30 21 21 26 20 39 31 23 22 34 26 26 23 38 29 20 20 20 21 31 26 21 32 36 21 98 37 28 2098 25
leaf_count=178 30 21 21 26 20 39 31 23 22 34 26 26 23 38 29 20 20 20 21 31 26 21 32 36 21 98 37 28 2098 25
internal_value=0 -1.39828e-06 5.11843e-05 -5.40789e-06 -4.6136e-05 -3.94581e-07 1.42988e-06 -4.23314e-07 -0.000160457 2.20402e-06 -2.52869e-08 -7.61704e-05 3.87353e-06 -3.85987e-07 -0.000214939 5.39873e-06 0.0002553 1.82036e-05 0.000107801 0.00022305 1.31036e-06 3.87821e-06 1.39869e-06 -4.14663e-06 6.65267e-05 0.000154148 -8.45889e-05 1.6875e-06 -1.31106e-06 1.19265e-06
internal_weight=0 3091 219 2872 198 2851 2812 2786 45 2741 2710 132 2578 2552 67 2485 40 106 72 52 2445 2422 2396 2208 188 119 69 2172 2144 2123
internal_count=3121 3091 219 2872 198 2851 2812 2786 45 2741 2710 132 2578 2552 67 2485 40 106 72 52 2445 2422 2396 2208 188 119 69 2172 2144 2123
is_linear=0
shrinkage=0.1


Tree=2459
num_leaves=31
num_cat=0
split_feature=484 1451 1420 155 1452 52 52 0 52 133 1210 12 52 12 4 52 1210 4 399 400 1185 13 43 131 2 2 481 160 13 43
split_gain=6.15837e-05 7.90255e-05 0.00010765 0.000251946 7.10384e-05 7.96832e-05 0.000271715 0.000742706 0.000326493 0.00042287 0.000363196 0.000262529 0.000254308 0.000885166 0.000291529 0.000268799 0.00027248 0.000369975 0.000219695 0.000515928 0.000419973 0.000184319 0.00024309 0.000422975 0.000277469 0.00129415 0.000593115 0.000400209 0.000323847 0.000339461
threshold=-0.52850499999999989 0.088880000000000015 0.056520000000000008 0.14721000000000004 -0.073879999999999987 0.091275000000000009 0.10160000000000001 -0.070499999999999993 0.10611000000000001 -0.030254999999999994 -1.0000000180025095e-35 0.09474500000000001 0.088185000000000013 0.087695000000000009 -0.084134999999999988 0.087765000000000024 -0.14175499999999996 -0.079764999999999989 0.091580000000000009 0.10782000000000001 -1.0000000180025095e-35 -0.39067499999999994 -0.082689999999999986 0.089305000000000009 0.091545000000000015 0.093680000000000013 -0.085749999999999979 -0.00067499999999999993 0.054800000000000008 0.055925000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 12 7 11 9 -8 -10 -7 15 -14 -15 16 17 -6 20 -20 -18 -12 23 -23 26 -26 -24 -28 29 -27
right_child=1 -3 -4 -5 5 6 8 -9 10 -11 21 -13 13 14 -16 -17 18 -19 19 -21 -22 22 24 -25 25 28 27 -29 -30 -31
leaf_value=-0.00017491299862740564 0.00018194220777201868 0.00015746311928523939 -0.00022613737188900511 0.00034623040770557492 0.00056571964290924365 -0.0001248334258950005 -5.4458581798826353e-05 -0.00060078678807864592 -0.00041422637435101461 0.00059582622430752973 0.00023682698856332691 0.00028598116755130745 0.00055563605447888319 0.00022237634564589828 -0.00025622403402979086 -0.00035649632059392476 -0.00046263503856607712 -4.2535774555290117e-05 0.00053637072182937122 -0.0001264159319638882 -2.2088218422304672e-06 1.7545364849339023e-05 -0.00065345434593923747 0.00051856204067007633 0.00075993668814633224 -0.00010337745679703005 8.560256336702303e-06 -0.00035907837493141413 -0.00045051569482893686 0.00026082585651293454
leaf_weight=20 21 32 21 21 20 60 20 30 23 20 29 21 36 20 35 21 20 20 24 23 2094 107 21 20 21 114 114 40 20 33
leaf_count=20 21 32 21 21 20 60 20 30 23 20 29 21 36 20 35 21 20 20 24 23 2094 107 21 20 21 114 114 40 20 33
internal_value=0 1.1281e-06 -5.01979e-07 1.0526e-06 -1.3421e-06 -2.62253e-06 -3.23673e-05 -0.000175748 -5.02148e-06 0.000270684 -2.53687e-05 -1.83259e-05 6.28932e-06 0.000170138 -8.21875e-05 -4.20967e-07 2.97639e-06 0.000261592 -1.81057e-06 0.000212028 -6.56479e-06 -8.13613e-06 -2.26339e-05 9.64456e-05 -6.42954e-05 2.00563e-05 -0.000154913 -8.69303e-05 -7.29826e-05 -2.16175e-05
internal_weight=0 3101 3069 3048 3027 3006 693 111 582 40 542 81 2313 91 55 2222 2201 40 2161 47 2114 519 490 127 363 188 175 154 167 147
internal_count=3121 3101 3069 3048 3027 3006 693 111 582 40 542 81 2313 91 55 2222 2201 40 2161 47 2114 519 490 127 363 188 175 154 167 147
is_linear=0
shrinkage=0.1


Tree=2460
num_leaves=31
num_cat=0
split_feature=3 1 40 147 150 447 49 0 1365 45 11 33 33 9 3 3 3 3 3 4 403 402 402 1184 1455 1455 158 3 49 150
split_gain=6.59248e-05 0.000133669 0.000151026 7.35173e-05 0.000320749 0.000129377 0.000115419 8.40364e-05 7.56911e-05 8.9089e-05 0.000251992 0.00012354 0.000124889 0.000381246 0.000413265 8.16332e-05 0.000855997 0.000592887 0.00052517 0.000451951 0.000223481 0.000341669 0.000270318 0.000176379 0.000162583 0.000200955 0.00026482 0.000186649 0.00018429 0.000350135
threshold=0.63141500000000017 0.16540500000000002 -0.24452499999999996 0.095485000000000014 0.12083000000000001 0.09227500000000001 -0.054984999999999992 -0.26343999999999995 0.087370000000000017 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.085305000000000006 0.085555000000000006 -0.080484999999999987 -0.083489999999999995 -0.084074999999999997 -0.08323499999999999 -0.084319999999999992 -0.080924999999999983 -0.5335399999999999 0.12629000000000004 0.10668000000000001 0.081725000000000006 -0.092919999999999989 -0.08045999999999999 -0.47144999999999992 -0.080734999999999987 -0.070909999999999987 0.090480000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 7 -5 -4 9 10 -9 -12 13 15 -15 16 18 -17 20 -18 -13 22 23 -22 27 -26 -27 -19 29 -28
right_child=-2 -3 3 4 -6 -7 -8 8 -10 -11 11 12 -14 14 -16 17 19 24 -20 -21 21 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.00026767920647952927 -0.00016867637244539092 0.00025894011414493437 0.00019130074651911856 0.00011108404254297387 0.00042780812142328138 -0.00024819146728120921 -0.00021667333231085821 0.00033655441154471853 0.00016016861070589775 -0.00019406099259716334 -0.00022911006999493111 0.00025441275914393676 -0.00019178552217507627 -6.0994517601405585e-06 0.00062905849015805872 -0.00050059410335961724 0.00079744747243239546 0.00040538582179578954 -0.00048412948870009133 0.00016514811644670913 8.3423754829834482e-06 -0.0003982918254873117 0.00035594642191344146 -0.00026627109987960773 -0.0003300143411615864 0.0002994678608417787 -1.0411150161298398e-05 -1.6709536376683075e-05 -2.8035468437235858e-05 0.00031113416540999123
leaf_weight=21 23 20 23 22 21 21 21 22 29 24 24 36 34 21 20 25 20 20 22 26 918 21 22 24 20 27 115 22 1409 48
leaf_count=21 23 20 23 22 21 21 21 22 29 24 24 36 34 21 20 25 20 20 22 26 918 21 22 24 20 27 115 22 1409 48
internal_value=0 1.25228e-06 -4.22109e-07 1.41381e-06 0.000107464 -8.53882e-07 -4.89835e-05 8.93793e-07 -5.91239e-07 -2.18783e-06 -5.97718e-07 -3.17856e-06 -1.27598e-06 1.02421e-06 0.000303734 -3.44826e-06 1.78928e-05 -1.72326e-05 -7.26272e-07 0.000440061 9.68986e-06 7.45672e-07 9.4384e-06 1.34585e-06 -9.95747e-06 -1.49966e-05 -1.10564e-05 0.000184288 -1.63898e-05 8.4277e-05
internal_weight=0 3098 3078 3057 64 2993 43 2972 2949 2920 2896 2874 2850 2816 41 2775 1089 1686 1043 46 1021 985 964 942 1661 1619 1599 42 1572 163
internal_count=3121 3098 3078 3057 64 2993 43 2972 2949 2920 2896 2874 2850 2816 41 2775 1089 1686 1043 46 1021 985 964 942 1661 1619 1599 42 1572 163
is_linear=0
shrinkage=0.1


Tree=2461
num_leaves=31
num_cat=0
split_feature=34 13 11 106 295 9 10 16 4 1 47 401 47 48 15 47 47 128 160 13 15 132 1 394 15 129 47 0 2 401
split_gain=6.73066e-05 0.00039968 0.000176354 0.000151004 7.45341e-05 7.34671e-05 0.000153507 0.000550937 0.000149574 0.000102265 9.6012e-05 9.46646e-05 9.35899e-05 9.16891e-05 0.000323423 0.000174559 0.000177058 0.000162313 0.000146861 0.000147534 0.000247273 0.000141216 0.00348501 0.00101575 0.000424606 0.000186257 0.000156701 0.00105679 0.000429551 0.000144877
threshold=-0.057544999999999992 -0.004174999999999999 -1.0000000180025095e-35 0.085275000000000004 0.084000000000000005 0.092235000000000011 -0.010699999999999999 -0.08231999999999999 0.50194500000000009 0.15799000000000005 0.13975500000000002 0.13837000000000002 0.13283000000000003 0.12474000000000002 -0.074054999999999996 0.10843500000000002 0.10621500000000002 0.11787500000000002 -0.016279999999999996 -0.074044999999999986 -0.065449999999999994 -0.083284999999999984 0.089475000000000013 0.11233000000000001 0.091475000000000015 -0.08341999999999998 0.092165000000000011 -0.10151999999999999 -1.0000000180025095e-35 0.11683
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 6 7 -4 -7 10 11 12 13 15 -15 16 17 21 -17 -20 -21 22 24 25 -8 -23 28 -28 -27 -30
right_child=2 -3 5 4 -6 8 9 -9 -10 -11 -12 -13 -14 14 -16 18 -18 -19 19 20 -22 23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0001714846925374837 -0.00028484573227946053 0.00048097902486915706 0.0001113373184801146 0.00023485571952981197 -1.1108595286454407e-05 0.00031936008086805014 3.8481426803424458e-07 -0.0004780596758415601 -5.8066695263343198e-05 -0.00021393216008039996 0.00019761053239926698 -0.00021601408905553402 -0.00020313230396079072 0.00037516453370959165 -8.6912376233764613e-05 6.8299791746539998e-05 0.00026073414720249953 -0.00020753478072745363 5.204040710602633e-07 -0.00055514552342091604 -8.6203375109977545e-05 0.00030226530340899315 0.0013369384671386797 -0.00070987846185744275 -0.00048116071080758478 0.00036650024398334087 -0.00071217332784410405 6.9134152353009473e-05 -7.6660982318348264e-07 0.00017310400853974138
leaf_weight=36 22 20 35 22 28 21 143 29 21 22 25 20 22 28 33 26 27 36 22 22 23 21 20 20 21 33 23 70 2181 49
leaf_count=36 22 20 35 22 28 21 143 29 21 22 25 20 22 28 33 26 27 36 22 22 23 21 20 20 21 33 23 70 2181 49
internal_value=0 7.832e-05 -2.75354e-06 -1.53217e-05 9.71157e-05 -6.80023e-07 -2.54913e-06 -0.000155733 0.000130647 8.46711e-07 2.49597e-06 7.78415e-07 2.31595e-06 3.93134e-06 0.000125189 1.22886e-06 5.96521e-06 3.33672e-06 -0.000133426 -0.000211708 -0.000315464 6.27798e-06 9.07034e-05 -2.02739e-07 -6.12765e-05 5.76845e-06 3.12565e-06 -0.000124092 8.35379e-06 3.05387e-06
internal_weight=0 106 3015 86 50 2993 2951 64 42 2887 2865 2840 2820 2798 61 2737 2644 2617 93 67 45 2581 184 2397 164 2377 2356 93 2263 2230
internal_count=3121 106 3015 86 50 2993 2951 64 42 2887 2865 2840 2820 2798 61 2737 2644 2617 93 67 45 2581 184 2397 164 2377 2356 93 2263 2230
is_linear=0
shrinkage=0.1


Tree=2462
num_leaves=31
num_cat=0
split_feature=130 4 484 4 9 42 3 33 9 34 9 2 13 1452 150 150 457 1186 132 400 400 130 147 129 2 42 1209 402 3 3
split_gain=6.66758e-05 0.000143185 0.000756923 8.92297e-05 8.81183e-05 0.000135553 0.000119633 0.000134409 0.00012843 0.000189857 0.000276684 0.000341635 7.52435e-05 0.00023415 0.000247143 0.00028674 0.000283963 0.000232687 0.000449832 0.00307281 0.00220576 0.00020977 0.000203002 0.000198728 0.000270663 0.0017524 0.00025405 0.000234466 0.00019328 0.000307099
threshold=-0.23123999999999997 0.62931500000000018 0.096295000000000006 0.6227450000000001 -0.08619499999999998 0.088575000000000015 0.42240500000000009 0.085305000000000006 -0.036024999999999995 -1.0000000180025095e-35 0.092235000000000011 -0.0091949999999999983 -0.011289999999999998 0.09921000000000002 0.10980500000000001 0.12820000000000001 0.096470000000000014 0.060550000000000007 -0.083284999999999984 -0.082094999999999987 -0.081749999999999975 -0.0024349999999999992 0.092780000000000015 -0.077709999999999987 0.080205000000000012 -0.021469999999999996 -1.0000000180025095e-35 0.10999000000000002 -0.096544999999999978 -0.088084999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 8 -6 -10 11 -11 17 14 16 -16 23 18 19 -13 -20 -22 -23 -14 25 28 -26 -28 -25 -30
right_child=1 2 -4 -5 6 -7 -8 -9 9 10 -12 12 13 -15 15 -17 -18 -19 20 -21 21 22 -24 24 26 -27 27 -29 29 -31
leaf_value=0.0001696344044909853 0.00031490703034003014 -0.0006062099830679862 0.00025338375533465299 0.00020189685892546549 -0.00020107214680343359 -4.4802679913118485e-05 -0.0002294312758275065 -0.00024128679724526593 0.00029620475477052174 -0.00032647820497686556 0.00033256020932458346 0.0012657644077470262 -0.00022614837417395079 -0.00029312952899050764 -0.00038443548866780476 9.0871139962638895e-05 0.00037301538040628658 -0.00029173627905226476 -0.0010613056542933921 -0.00013672752612648288 0.00022447902301792055 -1.4698010737185518e-05 0.00028459372646782712 0.00021554928763569997 -0.00033375314724253262 0.00089135648471441265 1.7662789363783422e-05 0.00033492374556468957 -0.00036383777998573214 5.1851996193783222e-05
leaf_weight=23 22 21 20 22 31 20 23 23 22 32 25 21 29 23 30 22 25 29 20 61 39 1545 23 28 20 27 792 24 27 52
leaf_count=23 22 21 20 22 31 20 23 23 22 32 25 21 29 23 30 22 25 29 20 61 39 1545 23 28 20 27 792 24 27 52
internal_value=0 -1.25939e-06 -0.000186896 1.23034e-06 -2.24249e-07 0.000143617 -2.24273e-06 -4.8336e-07 1.396e-06 3.54844e-06 1.32369e-06 -1.56265e-06 2.10224e-06 2.25823e-05 2.93308e-05 -0.000183344 4.01307e-05 -1.0848e-05 -6.08164e-06 0.000222447 -1.75994e-05 -4.60989e-06 -1.03079e-05 3.18002e-05 3.95121e-05 0.000171453 1.83637e-05 2.6994e-05 -1.0205e-05 -9.02192e-05
internal_weight=0 3098 41 3057 3035 42 2993 2970 2947 2916 2894 2869 2837 1099 1076 52 1024 1738 1709 82 1627 1607 1568 999 970 134 836 816 107 79
internal_count=3121 3098 41 3057 3035 42 2993 2970 2947 2916 2894 2869 2837 1099 1076 52 1024 1738 1709 82 1627 1607 1568 999 970 134 836 816 107 79
is_linear=0
shrinkage=0.1


Tree=2463
num_leaves=31
num_cat=0
split_feature=132 1203 394 131 131 131 3 131 402 12 12 42 401 47 47 45 11 33 12 9 124 16 0 97 9 12 447 447 1348 16
split_gain=8.28275e-05 0.000329545 0.000329542 6.67672e-05 7.41344e-05 8.8661e-05 0.000125457 7.06344e-05 0.000241603 0.000129271 0.000313479 0.000307605 0.000107907 8.1645e-05 0.000110839 0.000128663 0.000290676 0.000121052 0.000103782 0.000109014 9.66245e-05 0.000221603 0.000166365 0.000129913 0.000119487 9.88545e-05 0.000110383 0.000135472 0.000175073 0.000135085
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 0.13602500000000003 0.12681500000000004 0.11669000000000002 -0.076234999999999983 0.099565000000000015 0.31278000000000006 0.092200000000000018 0.089005000000000015 -0.079539999999999986 0.13485500000000003 0.14174500000000004 0.12958500000000003 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 -0.14757499999999998 0.091600000000000015 -0.087144999999999986 -0.090764999999999985 -0.084674999999999986 -0.084639999999999979 -0.082359999999999989 -0.092484999999999984 0.097325000000000009 0.089595000000000022 0.085630000000000012 -0.15241499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 8 12 10 11 -9 13 14 15 16 -2 -18 -19 20 21 -20 -23 -22 -25 -26 27 28 29 -27
right_child=2 -3 -4 -5 -6 6 -8 9 -10 -11 -12 -13 -14 -15 -16 -17 17 18 19 -21 23 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-2.0286552531541355e-05 0.00035649240754023401 -0.00044641576056164928 0.00039000332764606521 0.00013877614143504097 -0.00019203824907890524 -8.9296679943799984e-06 0.00032709338726590433 -0.00045336272291024215 0.00034848581388359891 -0.00026039691583719106 0.00030938733213009653 1.9619806434176019e-05 -0.00020716307144175519 -0.00019969275512266905 0.00017266328366914469 -0.00025202975364663872 -0.00022899290918797742 -0.00017204326076727526 0.00035603202389029322 0.00016973059380409096 -0.00025614076352212581 -0.00021439196028619667 0.00015308074551804957 0.0002431899731163867 -0.00017154487497785288 -6.2897941457489161e-05 -0.00023365821849438361 0.00019474388773675047 -0.00025877775453689257 1.1693149935827456e-05
leaf_weight=196 23 20 22 35 20 25 20 20 20 29 22 44 25 20 38 20 23 34 25 39 20 22 28 20 34 278 20 36 26 1917
leaf_count=196 23 20 22 35 20 25 20 20 20 29 22 44 25 20 38 20 23 34 25 39 20 22 28 20 34 278 20 36 26 1917
internal_value=0 -5.9743e-05 4.44216e-06 1.49996e-06 -1.8707e-07 1.16973e-06 0.000140414 -1.0818e-06 2.22576e-06 -7.78171e-05 -1.62496e-05 -0.000128187 -3.89494e-07 1.58128e-06 3.12776e-06 6.1612e-07 2.60155e-06 -6.25846e-07 1.47597e-06 3.86934e-06 1.20298e-06 0.000112939 -8.60725e-06 -2.36155e-06 -1.84123e-07 -2.29035e-06 2.3695e-07 2.30957e-06 -8.09582e-07 2.24608e-06
internal_weight=0 216 2905 2883 2848 2828 45 2783 2668 115 86 64 2648 2623 2603 2565 2545 2522 2499 2465 2426 75 50 2351 2331 2311 2277 2257 2221 2195
internal_count=3121 216 2905 2883 2848 2828 45 2783 2668 115 86 64 2648 2623 2603 2565 2545 2522 2499 2465 2426 75 50 2351 2331 2311 2277 2257 2221 2195
is_linear=0
shrinkage=0.1


Tree=2464
num_leaves=31
num_cat=0
split_feature=46 44 474 472 1425 155 155 1428 475 475 475 3 484 1375 3 151 0 472 453 1447 2 4 133 1447 52 475 1455 16 158 1212
split_gain=6.93552e-05 0.000203536 9.53554e-05 0.000115637 7.69885e-05 7.41775e-05 0.000140685 0.000100402 8.25604e-05 0.000127373 0.000114721 0.00106026 0.0012433 0.000398021 0.000944125 0.000340736 0.000119186 0.000109273 8.67462e-05 8.92249e-05 0.000628421 0.000935894 0.000281373 0.000145596 0.000126494 0.000247074 0.000176021 0.000354038 0.000131978 0.000118844
threshold=0.084955000000000017 0.10049500000000001 0.11902500000000001 -0.19476999999999997 0.10129000000000002 0.11245500000000001 0.104145 0.094820000000000015 -0.10664 -0.091889999999999986 -0.085774999999999976 -0.087429999999999994 -0.081614999999999979 -0.15308499999999997 0.092670000000000016 -0.52488999999999986 -0.24955499999999997 -0.082054999999999975 0.089215000000000017 -0.085804999999999979 0.083715000000000026 -0.081609999999999988 0.085195000000000007 -0.084334999999999979 -0.52017999999999986 -0.080004999999999979 -0.091604999999999978 -0.018494999999999998 -0.47144999999999992 0.087490000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 -5 -10 11 -11 -13 14 -12 -15 -17 -18 19 20 -19 -22 -23 -21 25 -25 27 -26 -28 -30
right_child=1 -3 -4 4 -6 -7 -8 -9 9 10 13 12 -14 15 -16 16 17 18 -20 23 21 22 -24 24 26 -27 28 -29 29 -31
leaf_value=0.00021845223380599543 0.0003623480359237874 -5.8545937106289244e-05 -0.00018894384513798825 -0.00016425514819979248 -0.00019747056416235867 0.00011137326444691882 -0.00019929692773277771 0.00022289143249508924 0.00024519536500087097 0.00044129285878235738 0.00061193309174996109 0.000131791999010602 -0.00096988805120677831 -0.00036450136719325273 -0.00026391043997136876 0.00019420003631122172 -0.00023022734288436674 0.00032348045586751633 0.00018054603368420011 0.00019751179210583658 -0.00081138030966810366 0.00023104303994235431 -0.00024378240688327846 0.00042530247417744255 0.00011719225018168799 -5.060180853130684e-05 0.0002141968799800712 -0.00044243903030292134 -1.1750693013902279e-05 6.2209909943207602e-05
leaf_weight=24 20 27 27 31 20 58 36 20 21 21 32 20 21 26 20 31 21 26 26 37 21 24 26 20 20 24 28 26 2125 242
leaf_count=24 20 27 27 31 20 58 36 20 21 21 32 20 21 26 20 31 21 26 26 37 21 24 26 20 20 24 28 26 2125 242
internal_value=0 0.000120558 -1.84327e-06 -1.85343e-07 -1.92114e-06 -6.18775e-07 -2.82439e-06 -3.92967e-07 -1.93872e-06 -1.78118e-07 -1.99442e-06 -0.000136527 -0.000432483 1.01135e-06 0.00027507 -4.22224e-06 -7.49025e-07 -3.01587e-06 -1.21193e-06 -3.01632e-06 -9.7132e-05 -0.000251159 -1.58662e-05 6.03513e-07 -2.32832e-06 0.000165718 -5.35743e-06 -0.000199121 -1.63587e-06 -4.18903e-06
internal_weight=0 47 3074 3047 3023 3003 2945 2909 2889 2858 2837 62 41 2775 52 2723 2697 2666 2645 2619 97 71 50 2522 2485 44 2441 46 2395 2367
internal_count=3121 47 3074 3047 3023 3003 2945 2909 2889 2858 2837 62 41 2775 52 2723 2697 2666 2645 2619 97 71 50 2522 2485 44 2441 46 2395 2367
is_linear=0
shrinkage=0.1


Tree=2465
num_leaves=31
num_cat=0
split_feature=132 399 1203 390 394 42 400 129 13 130 121 48 132 48 48 51 133 43 15 457 47 47 160 150 13 42 13 48 13 3
split_gain=6.68175e-05 0.000269838 0.000269345 7.38167e-05 0.000101586 8.55033e-05 7.9063e-05 0.000138123 0.00022117 7.23837e-05 0.000138231 8.74419e-05 0.000154505 0.000151095 0.000460422 0.000276934 0.000173607 0.000190838 0.00012153 0.000118455 0.00013273 0.000201185 0.000173489 0.000155632 0.000149955 0.000149927 0.000118149 0.00017072 0.000125731 0.000118034
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.087590000000000015 0.0047000000000000011 -0.012324999999999997 -0.064794999999999978 0.080675000000000011 -0.0065549999999999992 -0.22461999999999996 -0.081149999999999986 0.083685000000000009 0.093160000000000007 0.089670000000000014 0.091085000000000013 0.088210000000000011 0.085895000000000013 -0.080954999999999985 -0.093244999999999981 0.084740000000000024 0.10305500000000002 0.086785000000000015 -0.081399999999999986 0.090735000000000024 -0.080519999999999994 0.087505000000000013 -0.0021749999999999994 0.094195000000000015 -0.097984999999999989 -0.072894999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 6 -5 7 8 -2 -8 -11 -12 13 15 -15 16 17 -13 -19 20 21 23 -22 26 25 -24 27 -16 -29 -30
right_child=1 -3 -4 5 -6 -7 9 -9 -10 10 11 12 -14 14 19 -17 -18 18 -20 -21 22 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=-1.798830624985775e-05 0.00035979704454451079 0.00026871820453762716 -0.00040323414832528216 0.00028158094151876868 -0.00019095658218637774 -1.0828489575942514e-05 -0.00017910007939107069 -0.0001312985639378894 -1.7946511563364295e-05 0.00021620348723382478 -1.2331302335037191e-05 0.00034572467327234337 0.00022202332460437903 -0.00041290768427575971 0.0002941519308660645 0.00040914716303086605 -0.00016449771055098003 -0.00011995336234879991 0.00019828453761874698 -0.00013252002707146029 -0.00027134516337984962 0.00029808654196466182 -4.2417861914145766e-05 0.00023553372673397406 -0.00012040603793978406 0.00031899311931435175 -0.00020439710071793973 -0.00024807594789308499 -0.00010783061976932611 0.00023161609336966652
leaf_weight=196 31 38 20 20 28 20 23 20 31 29 2135 25 40 27 20 25 30 30 20 46 26 38 22 31 39 24 26 20 21 20
leaf_count=196 31 38 20 20 28 20 23 20 31 29 2135 25 40 27 20 25 30 30 20 46 26 38 22 31 39 24 26 20 21 20
internal_value=0 3.98982e-06 -5.36592e-05 4.81035e-07 -1.42763e-06 0.000135376 4.68333e-07 9.72121e-05 0.000170925 -2.45143e-06 -9.43293e-07 -3.30624e-06 3.30494e-05 1.7623e-05 -1.57464e-05 0.00011003 3.88121e-05 0.000120136 7.3418e-06 1.64559e-05 4.03336e-05 9.43404e-05 -4.52988e-05 3.82364e-05 2.38448e-05 0.000146144 -1.89245e-05 4.06099e-05 -4.25187e-05 5.77531e-05
internal_weight=0 2905 216 2867 2827 40 2799 82 62 2717 2694 2665 530 490 360 130 105 75 50 333 287 176 111 138 85 46 107 81 61 41
internal_count=3121 2905 216 2867 2827 40 2799 82 62 2717 2694 2665 530 490 360 130 105 75 50 333 287 176 111 138 85 46 107 81 61 41
is_linear=0
shrinkage=0.1


Tree=2466
num_leaves=31
num_cat=0
split_feature=33 9 3 34 9 1 121 124 41 10 16 16 47 47 2 132 1203 1185 43 49 16 399 400 13 4 13 14 0 158 482
split_gain=6.67355e-05 0.000101361 0.00019292 0.000136841 0.000140453 8.95937e-05 0.000214804 7.75749e-05 7.86227e-05 0.000131754 0.000785269 0.000125155 0.000100901 0.000121588 8.49653e-05 7.7796e-05 0.00181799 0.000938515 0.000207511 0.000108856 0.000265566 0.000364855 8.56861e-05 0.000131075 0.000113881 0.00014995 8.04766e-05 0.000229288 0.000220828 0.000127023
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 -0.097449999999999981 -0.090799999999999978 0.16540500000000002 -0.094339999999999993 0.098110000000000017 0.089785000000000018 -0.0093599999999999985 -0.056919999999999991 -0.052894999999999991 0.13148500000000005 0.13910500000000003 -0.020134999999999997 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 -0.011244999999999998 0.09567500000000001 -0.073404999999999984 0.086815000000000017 -0.064794999999999978 -0.013024999999999998 -0.078439999999999996 -0.0065549999999999992 -0.31455999999999995 -0.075684999999999988 -0.47382999999999992 0.12191
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 9 10 -8 -10 14 -14 -11 16 18 -17 -16 20 21 -20 23 -19 25 -25 27 -24 -28 -30
right_child=1 2 -4 4 5 -7 7 -9 11 12 -12 -13 13 -15 15 17 -18 22 19 -21 -22 -23 26 24 -26 -27 28 -29 29 -31
leaf_value=0.00017355256594865669 0.00026186683971900492 9.7177061720036113e-05 -0.00029289230433846572 -0.00021958575455536104 -0.00031856206353820328 0.00021249490455375054 -0.00017992666150402168 0.00015257554507971851 -5.4166602543167151e-06 -0.00016463458978250857 0.00052841228035535538 -0.00029561331207135131 0.00029647532964008865 -1.8638828320642159e-05 -0.00028271247170895576 -0.00065563121474538505 0.00093814260291678474 0.00032080336153740064 0.00050313661003284244 -0.0001713534701723672 -0.0001621681144522307 9.7081168202381152e-06 0.00038711378932930533 0.00032051331628198652 -0.0001184970263663369 -4.0925741996034051e-05 -0.00033705834888678513 -3.1195732605594558e-05 -5.6286626324965552e-06 0.00023580045296760297
leaf_weight=22 20 21 32 29 21 20 34 34 42 32 29 23 25 24 31 22 21 20 22 28 38 47 20 22 30 24 20 38 2308 22
leaf_count=22 20 21 32 29 21 20 34 34 42 32 29 23 25 24 31 22 21 20 22 28 38 47 20 22 30 24 20 38 2308 22
internal_value=0 -1.23206e-06 -0.000138337 1.15354e-06 -5.69615e-07 1.54966e-06 1.32494e-07 2.39656e-06 6.491e-07 3.1233e-06 0.000146134 -0.000108102 -1.01351e-07 0.000142134 -2.64034e-06 -7.29605e-07 6.15075e-05 -5.33703e-06 -4.93921e-05 4.1852e-06 5.01205e-05 0.000167033 3.76421e-07 9.30232e-05 3.30811e-05 0.000131936 -3.31714e-06 0.000113049 -6.18915e-06 -3.34907e-06
internal_weight=0 3099 53 3046 3026 2997 2977 2956 2922 2857 63 65 2794 49 2745 2713 187 2526 166 135 107 69 2504 96 76 46 2408 58 2350 2330
internal_count=3121 3099 53 3046 3026 2997 2977 2956 2922 2857 63 65 2794 49 2745 2713 187 2526 166 135 107 69 2504 96 76 46 2408 58 2350 2330
is_linear=0
shrinkage=0.1


Tree=2467
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 4 4 9 33 3 34 34 9 9 0 1 0 1 151 151 4 48 16 13 16 43 150 12 12 16 1177
split_gain=6.68132e-05 0.00040138 0.000312373 6.52108e-05 0.000159442 9.87726e-05 8.70397e-05 0.000111684 0.000137831 8.01584e-05 0.000347904 0.00012787 0.000238801 8.42052e-05 0.000306671 0.000249543 0.000328418 0.000285734 0.000385909 0.000350405 0.000226972 0.000103491 0.000642241 0.000521324 0.000349775 0.000215507 0.000273534 0.000264142 0.000338084 0.000184944
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23123999999999997 0.62931500000000018 0.6227450000000001 -0.092544999999999975 0.085305000000000006 0.42240500000000009 -0.085739999999999983 -0.057544999999999992 0.091905000000000014 0.082870000000000013 -0.15599999999999997 0.080585000000000004 -0.23051499999999997 0.087325000000000014 -0.080284999999999981 -0.0038099999999999996 0.033845000000000007 0.087555000000000008 -0.18708499999999997 -0.11122999999999998 -0.4179199999999999 -0.093959999999999988 0.099590000000000026 0.094375000000000014 0.087005000000000013 -0.50690499999999983 -0.079504999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 -5 8 9 -8 -11 12 13 14 -12 17 -17 -16 -19 -20 -18 22 23 -15 -24 26 27 28 -26 -23
right_child=1 3 -4 4 -6 -7 7 -9 -10 10 11 -13 -14 21 15 16 20 18 19 -21 -22 29 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-8.7334967382701469e-06 0.00043965028155417671 0.00016857838070237727 -0.00037165627684401076 0.00019434040776737359 -0.00020960041520083907 0.00022363042400684206 -0.00017172782603525917 -0.0001928972865061951 -0.00026046064180263785 0.00032740309574102978 0.00043367070815293119 -0.00020458232240343931 0.00033891427696549465 -7.1717049959261206e-05 0.00016942830105986574 -0.00018960530148393921 8.0706348671810712e-05 -0.00054913195543287497 0.00023347224278436247 -0.00033151373500004414 0.00044217331755476154 0.00027206170358113013 -0.00030743357171465101 -0.00079374504333827643 -0.00022845630512826826 -0.00017825130157039635 -0.00014498295110700252 0.00042873722293214605 0.00026656762614997258 -1.4927950682173432e-06
leaf_weight=195 21 23 27 23 36 20 26 30 20 33 20 30 21 20 29 23 38 22 23 21 32 25 29 20 22 28 28 35 37 2164
leaf_count=195 21 23 27 23 36 20 26 30 20 33 20 30 21 20 29 23 38 22 23 21 32 25 29 20 22 28 28 35 37 2164
internal_value=0 4.0489e-06 -5.28728e-05 8.70431e-07 -4.80632e-07 2.18993e-06 6.07647e-07 -9.97488e-07 1.09901e-06 3.01801e-06 4.70075e-06 7.07809e-07 3.04331e-06 3.47093e-07 6.13917e-05 2.17875e-05 0.000138231 -9.22043e-05 -0.000207164 -3.61802e-05 0.000245948 -4.92586e-06 -7.04685e-05 -0.000432731 1.0484e-05 7.1948e-05 0.000129371 0.000211093 8.19824e-05 1.6314e-06
internal_weight=0 2899 222 2878 2855 2819 2799 2776 2746 2726 2700 2667 2637 2616 208 188 93 95 66 44 70 2408 219 40 179 150 122 94 59 2189
internal_count=3121 2899 222 2878 2855 2819 2799 2776 2746 2726 2700 2667 2637 2616 208 188 93 95 66 44 70 2408 219 40 179 150 122 94 59 2189
is_linear=0
shrinkage=0.1


Tree=2468
num_leaves=31
num_cat=0
split_feature=49 2 16 16 4 1452 475 51 474 51 43 16 4 481 1446 481 49 42 4 3 4 52 3 43 13 1209 3 403 52 12
split_gain=6.31246e-05 0.000135588 6.45463e-05 0.000332029 0.000676102 0.000216981 0.000147504 0.000194275 0.000485782 0.000225807 0.000203403 0.00014592 0.000308988 0.000210127 0.000894828 0.000227055 0.000202787 0.000185714 0.000246597 0.000148796 0.000713509 0.00142326 0.000392291 0.00077178 0.00136626 0.000435556 0.000463347 0.00137448 0.000853659 0.000414359
threshold=-0.23803499999999997 0.10327000000000001 0.0039400000000000008 -0.0007049999999999999 -0.0070899999999999991 -0.069739999999999983 0.058495000000000012 -0.086719999999999978 0.085295000000000024 -0.085384999999999989 -0.084999999999999978 -0.0087049999999999992 -0.082594999999999988 -0.086484999999999992 0.037915000000000011 -0.082949999999999982 0.005085000000000001 0.087075000000000014 -0.010655 -0.081164999999999987 -0.078629999999999992 0.085310000000000011 -0.082334999999999978 -0.020444999999999994 -0.089109999999999981 -0.087199999999999986 -0.083489999999999995 -0.0014349999999999999 0.086040000000000019 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -4 7 8 10 -9 -2 13 -13 14 -11 -15 17 18 -14 22 21 -21 25 29 -25 -17 -27 28 -28 -24
right_child=2 -3 5 4 -6 -7 -8 9 -10 11 -12 12 16 15 -16 19 -18 -19 -20 20 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.00026839431758652119 -0.00026956300174457617 -6.8919030160362714e-05 -0.00034329427566955843 -8.250195417555293e-05 0.0005180410010350013 -1.7587325954350641e-05 0.00024633901969840132 0.00031488410085844603 -0.0005679083148217095 -0.00020537838877316973 9.8856623059118855e-05 -0.00046429639216512443 -8.9119273106916814e-05 -0.00028746804676268734 0.00052139320727696435 0.00044729685019278398 -0.00030855103415722789 -0.00020633770676946976 0.00030423514125526283 -0.00075602508379808188 5.5769200850861676e-06 4.2793238039680376e-05 0.00024389001740597783 -3.1983541557565328e-05 0.00091466922054795794 2.5673184799177073e-05 -0.0001933328057695631 0.00026189898255526918 -0.00099740382764771924 -0.00033604982532519251
leaf_weight=26 22 22 21 38 37 786 24 23 21 32 47 20 30 27 36 22 22 24 34 38 877 54 22 30 31 637 31 36 23 28
leaf_count=26 22 22 21 38 37 786 24 23 21 32 47 20 30 27 36 22 22 24 34 38 877 54 22 30 31 637 31 36 23 28
internal_value=0 0.000113792 -1.77744e-06 6.87147e-06 0.000213766 -2.6063e-05 -2.10719e-07 -2.94131e-06 -0.00014678 3.29147e-06 -1.86105e-05 -1.97642e-07 -0.000102736 6.73066e-06 0.000179383 4.0503e-07 -3.69983e-05 3.08899e-05 0.00011985 4.65466e-06 -2.22159e-05 -0.000287153 3.49309e-05 0.000210373 0.000449102 8.93072e-06 -4.33483e-06 -0.000216725 -0.000535808 -8.08763e-05
internal_weight=0 48 3073 2266 75 807 2191 2167 90 2077 69 2054 130 1924 68 1856 110 88 64 1829 969 92 860 111 61 749 727 90 54 50
internal_count=3121 48 3073 2266 75 807 2191 2167 90 2077 69 2054 130 1924 68 1856 110 88 64 1829 969 92 860 111 61 749 727 90 54 50
is_linear=0
shrinkage=0.1


Tree=2469
num_leaves=31
num_cat=0
split_feature=15 132 12 1204 15 403 15 403 15 393 15 16 15 402 4 16 4 402 1446 160 160 42 160 15 42 12 401 403 2 42
split_gain=6.84978e-05 0.000474258 0.00205215 0.0013341 0.000278026 0.000483703 0.000317394 0.000240966 0.000219561 0.000188911 0.000161147 0.000549886 0.000411876 0.000316801 0.000218607 0.000326986 0.000323753 0.000243122 0.000183879 0.00044507 0.000307253 0.000297724 0.000168554 0.000229201 0.000317071 0.000313015 0.000479992 0.000523987 0.000280849 0.000538505
threshold=0.088235000000000022 -0.083284999999999984 0.091840000000000019 -0.074224999999999985 0.087685000000000013 -0.080194999999999975 0.087485000000000021 -0.53255499999999989 0.088495000000000018 0.089155000000000026 0.089740000000000014 -0.079109999999999986 0.090325000000000003 0.13924000000000003 -0.083644999999999983 -0.0057949999999999989 -0.080744999999999997 0.10306000000000001 0.037915000000000011 -0.53908999999999996 -0.42113499999999993 0.090470000000000009 -0.067824999999999983 0.093115000000000017 0.091465000000000005 0.096830000000000013 -0.06959499999999999 -0.036149999999999995 0.09142500000000002 0.099210000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 7 -1 -5 10 11 -10 -12 14 15 -14 -16 18 19 -18 -21 -20 -22 24 -24 28 -27 -28 -25 -30
right_child=1 3 -4 8 5 -7 -8 -9 9 -11 12 -13 13 -15 16 -17 17 -19 21 20 22 -23 23 25 -26 26 27 -29 29 -31
leaf_value=-0.00028393989125634697 -0.00039173457866127138 -0.00079796561563853178 0.00099329891755073536 0.0003416928655827757 -0.00059027817546848389 5.8881451695924629e-05 0.0003663110091229496 -3.2662835260174456e-06 6.438667833572253e-05 0.00031526705854394962 0.00047467598837101831 -0.00051001020160038025 -0.00047209027572534977 -0.00031495634814616226 0.00035514368060188755 -1.0454166580789857e-06 -0.0004087506509117352 0.00036377275431559181 0.00046418254433691885 0.00038238441603342921 -0.00022973351277566208 -6.8912853312212984e-05 7.8139065764844422e-05 -1.2388419222238904e-05 -0.00043072377751135114 0.00029339895473741413 -0.00054505039825690569 3.1109682650391113e-05 0.00010887649586469419 0.0007398620268629332
leaf_weight=31 20 20 23 22 22 24 23 2302 50 21 20 25 20 28 34 56 26 21 22 22 30 20 25 39 24 27 27 38 38 21
leaf_count=31 20 20 23 22 22 24 23 2302 50 21 20 25 20 28 34 56 26 21 22 22 30 20 25 39 24 27 27 38 38 21
internal_value=0 2.70778e-05 0.000349097 6.59433e-06 -8.1053e-06 -0.000251586 -3.35143e-06 -6.99577e-06 3.11236e-05 2.03467e-05 1.02434e-05 -0.000127079 2.93869e-05 1.21943e-05 3.08886e-05 -0.000125005 5.95066e-05 3.30549e-05 1.37093e-05 -1.23411e-05 2.3077e-05 0.000210328 -6.30877e-06 2.17362e-05 -0.0001711 7.14676e-05 -6.10046e-05 -0.000208218 0.000195829 0.000333465
internal_weight=0 719 43 676 2402 46 2356 2333 656 634 613 75 538 518 490 76 414 380 359 317 291 42 269 239 49 190 92 65 98 59
internal_count=3121 719 43 676 2402 46 2356 2333 656 634 613 75 538 518 490 76 414 380 359 317 291 42 269 239 49 190 92 65 98 59
is_linear=0
shrinkage=0.1


Tree=2470
num_leaves=31
num_cat=0
split_feature=132 394 1203 132 130 401 13 4 104 34 13 9 0 1 9 14 45 157 160 482 160 157 157 1374 13 151 2 52 0 0
split_gain=7.28115e-05 0.000276906 0.000268592 5.85992e-05 0.000236303 0.000187259 0.000128532 0.000127761 0.000106546 0.000120418 0.000514227 0.000170213 0.000408149 0.000142186 9.47478e-05 9.35839e-05 0.000214707 0.000166473 9.23838e-05 0.000312029 0.000252688 0.00109126 0.000542436 0.000437122 0.000658899 0.000400005 0.000248292 0.00022833 0.000235125 0.000425181
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.10645500000000001 0.092225000000000015 0.082280000000000006 -0.061684999999999997 -0.078439999999999996 0.086600000000000024 -0.057544999999999992 -0.0069799999999999992 0.091905000000000014 -0.0058249999999999994 0.10871500000000002 0.082870000000000013 -0.31455999999999995 0.094030000000000016 -0.076119999999999979 -0.089549999999999991 0.090355000000000005 -0.085579999999999976 -0.086284999999999987 -0.0045449999999999996 0.088035000000000016 -0.0082249999999999979 -0.52488999999999986 0.11824000000000001 -0.018574999999999998 -0.073309999999999986 -0.080689999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 8 5 6 -5 -8 9 10 13 14 -13 -2 15 17 18 -11 19 26 21 -20 -23 25 -25 -22 27 -17 29 -29
right_child=1 -3 -4 4 -6 -7 7 -9 -10 11 -12 12 -14 -15 -16 16 -18 -19 20 -21 23 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-2.0393310487819767e-05 -0.00020526936635948146 0.00035759537161290862 -0.00040510043807444167 0.00028911583732614028 0.00033654849383030807 -0.00022775463488263392 0.00018829241080675274 -9.3657484669367684e-05 -0.00021612669503235298 0.00035570653883041812 0.00054584181995042378 -0.00052780053745664194 0.0001110650604869079 0.00010741875797093875 0.00020156365530767844 0.00029780802510989213 -0.00026284028667760139 1.3346706721361498e-05 -0.00077916251750800511 0.0003136718422817802 -0.00036758655896260134 0.00040498200275275551 -0.00029094726210349196 0.00072857476538047195 -8.3150958425903815e-05 -5.4658571192017857e-06 -0.00030525235355447009 2.5704773913591398e-05 0.00021232683662971371 -0.00031866114669745521
leaf_weight=196 26 22 20 21 26 27 25 45 23 20 21 20 20 33 23 30 32 49 22 38 31 24 21 20 20 1907 23 245 49 42
leaf_count=196 26 22 20 21 26 27 25 45 23 20 21 20 20 33 23 30 32 49 22 38 31 24 21 20 20 1907 23 245 49 42
internal_value=0 4.16492e-06 -5.60143e-05 1.46791e-06 6.36461e-05 3.51509e-06 7.21336e-05 7.03891e-06 -1.80104e-06 1.39415e-08 0.000120881 -3.65426e-06 -0.000208368 -3.0376e-05 -4.99969e-07 -2.30621e-06 -5.47205e-06 0.000112581 -2.14042e-06 4.0166e-05 -1.09741e-05 -0.000201969 8.0215e-05 -4.5046e-06 0.000322712 -1.12583e-05 1.34482e-05 3.34758e-05 9.87475e-06 -2.46902e-05
internal_weight=0 2905 216 2883 144 118 91 70 2739 2716 80 2636 40 59 2596 2573 2504 69 2472 427 2045 67 45 1978 40 1938 389 366 336 287
internal_count=3121 2905 216 2883 144 118 91 70 2739 2716 80 2636 40 59 2596 2573 2504 69 2472 427 2045 67 45 1978 40 1938 389 366 336 287
is_linear=0
shrinkage=0.1


Tree=2471
num_leaves=31
num_cat=0
split_feature=46 44 1456 39 394 394 391 374 39 128 38 123 0 3 3 132 394 16 2 130 132 51 51 51 403 133 1 160 48 48
split_gain=6.48824e-05 0.000147152 8.83852e-05 6.28811e-05 9.61773e-05 0.000196846 0.000189971 7.74552e-05 0.000113629 0.000180536 0.000197027 9.63666e-05 0.00011635 0.00017532 0.000117451 0.000103091 0.000263799 0.000152738 0.000354641 0.00025186 0.000152146 0.000103592 0.000170809 0.000162437 0.000333339 0.000310726 0.000324837 0.000231378 0.000250128 0.0003668
threshold=0.084955000000000017 0.10049500000000001 0.12676500000000004 -0.083889999999999978 -0.15150999999999998 -0.11103499999999998 -0.085594999999999991 0.092550000000000007 -0.020804999999999994 0.11976500000000002 0.10828500000000001 0.086445000000000008 -0.080119999999999983 -0.0043399999999999992 -0.017889999999999996 -0.083449999999999983 0.12358500000000001 -0.073404999999999984 0.097385000000000013 0.096505000000000021 -0.19186999999999996 0.082455000000000014 0.045645000000000005 0.090560000000000015 -0.072624999999999981 0.0033250000000000003 0.086105000000000015 0.11055500000000001 0.10142000000000002 0.095205000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 -7 8 -8 10 11 15 13 -13 -14 17 21 19 -19 20 -10 22 -17 25 -25 26 -23 28 29 -26
right_child=1 -3 -4 4 5 6 7 -9 9 -11 -12 12 14 -15 -16 16 -18 18 -20 -21 -22 23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=0.00017654523661803979 0.00032219529013673311 -3.5682941530399993e-05 -0.00018191545058033188 -0.00015944322742239149 0.00031332816593931056 -0.00027594753360608593 -0.00020861659868387505 0.00019224464522267227 -0.00031796371941232967 0.00025874812509519635 -0.00031382085369841667 -2.9393773503773356e-05 -0.00012935074848630598 -0.00038150931549563004 0.00012270791845175584 2.1515831860918494e-06 0.00037203938860329798 -0.00044187686786851074 4.0423712456568834e-05 0.00026609192524726193 -8.9284349087392911e-06 -0.0001787702440456737 -0.00025572090817149729 -0.00037078527238918472 9.1901052266364034e-05 0.0004758603080845205 0.00034889582835603508 -0.00020540052134874126 0.00037781519284163344 -0.0003476347506789136
leaf_weight=20 20 27 27 38 20 25 26 21 21 27 20 31 36 26 38 2129 20 30 31 27 66 28 26 20 198 25 20 31 26 21
leaf_count=20 20 27 27 38 20 25 26 21 21 27 20 31 36 26 38 2129 20 30 31 27 66 28 26 20 198 25 20 31 26 21
internal_value=0 0.000116606 -1.78286e-06 -1.86669e-07 -1.35437e-06 6.55456e-07 -1.45079e-06 8.80191e-07 -4.94647e-07 1.37321e-06 -1.04809e-06 1.14681e-06 -8.26273e-05 -0.000190008 8.47832e-08 5.183e-06 1.029e-05 -6.90583e-05 -0.000196773 -7.19586e-07 -8.35232e-05 7.42353e-06 -9.59639e-07 5.63821e-05 2.34329e-05 0.000189984 4.10906e-05 5.19995e-05 8.45685e-05 4.97538e-05
internal_weight=0 47 3074 3047 3027 2989 2969 2944 2923 2897 2870 2850 131 57 74 2719 2544 175 61 114 87 2524 2155 369 296 73 48 276 245 219
internal_count=3121 47 3074 3047 3027 2989 2969 2944 2923 2897 2870 2850 131 57 74 2719 2544 175 61 114 87 2524 2155 369 296 73 48 276 245 219
is_linear=0
shrinkage=0.1


Tree=2472
num_leaves=31
num_cat=0
split_feature=46 1446 479 1447 13 50 132 1211 12 2 50 50 50 12 1 50 4 0 2 393 480 481 1446 1429 1429 49 42 1429 157 2
split_gain=5.87492e-05 9.35225e-05 0.000158825 0.000161396 0.000435386 6.88995e-05 0.00194214 0.00108331 0.00024574 0.000336596 0.000260443 0.000283819 0.000203028 0.000253342 0.000223072 0.000187797 0.000167135 0.000157837 0.000133337 0.000128257 0.000120236 0.000173392 0.000954654 0.000126119 0.000660235 0.000387181 0.000223134 0.000219418 0.000155635 0.00017331
threshold=0.096120000000000011 -0.09143999999999998 0.10713500000000002 0.022105000000000003 -0.081224999999999978 0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.083875000000000019 0.090790000000000023 0.10954500000000002 0.10377500000000002 0.11413000000000002 0.088725000000000012 0.10205500000000002 0.094500000000000015 -0.023539999999999995 -0.084509999999999988 0.09358000000000001 0.11170000000000001 0.10344000000000002 -0.086484999999999992 0.083715000000000026 0.083985000000000018 0.052280000000000007 0.10299000000000001 0.088670000000000013 0.093705000000000024 -0.080544999999999992 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 15 -7 8 9 -8 11 17 13 -12 16 19 -14 -10 -18 20 21 22 -3 24 -23 26 27 28 29 -25
right_child=-2 2 -4 4 -6 6 7 -9 10 -11 12 -13 14 -15 -16 -17 18 -19 -20 -21 -22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00019809447500544289 0.00012883029279935597 -0.00032432481519208524 0.00020888497868630417 -0.00044822070063943377 0.00016736591816879809 0.00099903630150947713 -0.00037943365909262459 -0.00071081928245902081 0.00024807689741941261 6.4590046914465927e-05 5.8680118915314472e-05 0.00044736792531372939 0.00036503103619907052 -0.00043862296703082396 -0.00018761037894224643 -0.00024582608775745033 0.0002418539741214503 -0.00014445255510509014 -3.8092772972405606e-05 -0.00019797263243658979 -0.00020565248157384175 -8.7583440809441101e-08 0.00059464280219309823 -0.00010091480292049388 -0.00041505224787845063 0.00042904887479919664 -0.00025500124541576955 0.00024027005233620005 -0.00025683634752650424 0.00025296393387543503
leaf_weight=24 35 20 36 27 20 20 31 21 21 38 21 34 25 20 26 32 27 20 46 33 28 2273 26 31 39 27 25 48 22 25
leaf_count=24 35 20 36 27 20 20 31 21 21 38 21 34 25 20 26 32 27 20 46 33 28 2273 26 31 39 27 25 48 22 25
internal_value=0 -1.46114e-06 8.00789e-08 -2.40405e-06 -0.000186269 4.96805e-07 4.21774e-05 -1.5814e-05 3.14193e-05 -0.000134899 7.92358e-05 0.000233748 9.00315e-06 -0.000183907 7.27879e-05 -5.05215e-06 0.000141873 5.65991e-05 6.54492e-05 -2.08536e-06 4.35812e-07 2.71124e-06 0.000195092 -8.42781e-07 -7.08742e-06 8.02674e-05 1.79025e-05 7.205e-05 -3.147e-05 5.70668e-05
internal_weight=0 3086 3062 3026 47 2979 350 330 309 69 240 75 165 41 124 2629 98 41 73 2597 2564 2536 46 2490 2312 178 151 126 78 56
internal_count=3121 3086 3062 3026 47 2979 350 330 309 69 240 75 165 41 124 2629 98 41 73 2597 2564 2536 46 2490 2312 178 151 126 78 56
is_linear=0
shrinkage=0.1


Tree=2473
num_leaves=31
num_cat=0
split_feature=132 1185 1203 4 15 43 52 16 1429 156 157 157 160 160 51 1374 1375 2 1374 475 150 52 471 1446 456 1427 1420 50 50 51
split_gain=7.35549e-05 0.000306271 0.000173983 8.10547e-05 0.000132409 0.000111479 9.6259e-05 8.63529e-05 6.71569e-05 0.000218446 6.98725e-05 0.000436671 0.000410065 0.000980968 0.000388517 0.00030413 0.000649946 0.000239404 0.000212285 0.000197589 0.000147907 0.000128976 0.000145352 0.000182634 0.000113273 0.000148403 8.54531e-05 8.0399e-05 0.000218526 0.000199838
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.068329999999999988 -0.067579999999999987 0.0041500000000000009 0.08709500000000002 -0.081779999999999978 -0.23752499999999996 0.32232500000000003 -0.087424999999999989 -0.086394999999999986 -0.089549999999999991 -0.075414999999999982 -0.025069999999999999 0.087855000000000016 -0.081379999999999994 0.10402500000000002 0.078255000000000005 0.051590000000000004 0.090480000000000019 -0.56368999999999991 0.10338500000000002 0.11402000000000001 -1.0000000180025095e-35 0.088415000000000007 -0.085109999999999991 0.12213000000000002 0.11875500000000001 0.123935
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 -5 -7 -1 -3 10 12 -12 14 -14 -10 18 -17 19 21 -15 -18 -13 23 24 -23 26 -26 28 29 -28
right_child=1 8 -4 4 -6 6 -8 -9 9 -11 11 15 13 17 -16 16 20 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-5.2818507957469548e-06 0.00038475681489910044 -0.00018113468572209969 -0.00029338590580597093 -0.00018109187486697919 -0.0002382718394177833 0.00017833645427291393 -9.011387473120439e-05 0.00023516054599895142 0.00049480192413154463 0.00030317375858430752 0.00041187861844753989 0.00018563280360754826 -0.00081044992111856118 -6.6469233595477099e-05 -4.9268829586383492e-05 -0.00068764493422349918 -0.0001706055129034212 -0.00023760160299442603 0.00030157925005672349 0.00033095623326847667 0.00018169792919335042 0.00023034318098022293 -0.00026849520829273386 0.00023953056488608128 -0.0002006872037392376 -0.00020165183739516434 4.5083919942890799e-06 9.6283683603684333e-05 -0.00030834330511583102 -0.00028558336452230531
leaf_weight=59 21 20 27 25 35 34 22 20 21 24 26 38 20 29 35 20 26 34 24 22 22 21 20 32 21 37 2252 87 23 24
leaf_count=59 21 20 27 25 35 34 22 20 21 24 26 38 20 29 35 20 26 34 24 22 22 21 20 32 21 37 2252 87 23 24
internal_value=0 4.24826e-06 -5.54762e-05 -2.25348e-05 -7.57403e-05 -5.51065e-06 7.28738e-05 5.55896e-05 1.47179e-06 2.74965e-06 2.05479e-07 4.05908e-06 -6.37739e-05 -0.000180324 0.000154758 5.32961e-08 -0.000208695 -3.20591e-05 5.55733e-06 0.000104969 -9.1331e-06 2.7767e-06 1.60564e-08 2.16673e-06 -9.14669e-07 -2.90175e-06 1.53407e-07 1.92107e-06 -1.64985e-06 1.44943e-06
internal_weight=0 2899 222 195 116 81 56 79 2878 2858 2834 2673 161 105 56 2647 68 85 2579 51 48 2555 2517 2497 2465 2444 2407 2386 2299 2276
internal_count=3121 2899 222 195 116 81 56 79 2878 2858 2834 2673 161 105 56 2647 68 85 2579 51 48 2555 2517 2497 2465 2444 2407 2386 2299 2276
is_linear=0
shrinkage=0.1


Tree=2474
num_leaves=31
num_cat=0
split_feature=132 1185 15 1 1 13 16 133 399 1203 402 13 1208 1209 1208 403 3 403 1186 129 51 0 0 51 12 3 12 42 12 12
split_gain=5.95795e-05 0.000248079 0.000158943 8.52761e-05 0.000166865 6.69569e-05 0.000123155 0.000121483 9.01067e-05 6.22599e-05 6.11155e-05 0.000120722 6.01857e-05 0.00021447 0.000264073 0.00024662 0.000709253 0.00013328 6.73951e-05 8.51064e-05 7.33771e-05 0.000178266 0.00020344 0.00016841 0.000134221 0.000236962 0.000201454 0.000307424 0.000208982 0.000190029
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.089625000000000024 0.11507500000000002 0.0036400000000000004 -0.083539999999999989 -0.015164999999999998 0.088080000000000006 0.088155000000000011 -0.064959999999999976 -0.011914999999999999 0.11846000000000001 0.11677000000000001 0.10233500000000001 -0.5341999999999999 -0.082974999999999979 -0.50388999999999984 -0.089559999999999987 -0.082959999999999992 0.088210000000000011 -0.23051499999999997 -0.14116499999999996 0.081440000000000026 0.086655000000000024 -0.082689999999999986 0.092755000000000018 0.08733500000000001 0.095175000000000023 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 -1 -8 12 -11 -12 13 14 15 16 -3 -17 -19 -20 23 -22 -23 -21 25 -24 27 -26 -28 -30
right_child=1 9 -4 4 -6 -7 8 -9 -10 10 11 -13 -14 -15 -16 17 -18 18 19 20 21 22 24 -25 26 -27 28 -29 29 -31
leaf_value=-0.00016130485760309181 0.00034628114974891237 6.0879311179936248e-05 -0.00026398817552641658 -0.00033247473184019329 6.6624073369894176e-05 -0.00011484018391153466 4.6330544436761345e-05 0.00013135921193600591 0.0002936327253057523 0.00023295838440059348 0.00020706790050358643 -0.000118163734457994 0.00016013758014077727 -0.00032858337275683882 0.00034514352770532823 0.00020139436056717497 -0.00067038960461061274 -0.00016102809561813886 0.00020127383703809408 -4.0873747703964586e-06 -0.0002029040151683148 0.00029174473109057597 -0.00033794679749751762 -0.00021373149905300057 0.00048240894746933398 1.7745135604248693e-05 -0.00022663546042167582 5.0378788691887174e-05 0.00034024586308408866 -1.2432966133928858e-05
leaf_weight=37 21 36 30 22 20 30 34 23 26 22 21 25 23 20 22 33 21 26 21 2191 28 34 22 39 28 126 28 40 22 50
leaf_count=37 21 36 30 22 20 30 34 23 26 22 21 25 23 20 22 33 21 26 21 2191 28 34 22 39 28 126 28 40 22 50
internal_value=0 3.82344e-06 -4.99286e-05 -1.64818e-05 -0.000142428 1.87831e-05 5.21889e-05 -4.9117e-05 0.000153495 1.32462e-06 9.58738e-05 3.03116e-05 -9.63405e-07 -2.29291e-06 6.55346e-08 -2.70012e-06 -0.000208536 1.6647e-06 -8.17819e-07 7.66611e-07 -8.47903e-07 3.98932e-05 5.9317e-05 -7.7538e-06 3.43089e-05 -3.5128e-05 9.54796e-05 0.000228274 5.17968e-06 9.533e-05
internal_weight=0 2899 222 192 42 150 120 60 60 2878 68 46 2810 2787 2767 2745 57 2688 2655 2629 2608 378 350 2230 316 148 168 68 100 72
internal_count=3121 2899 222 192 42 150 120 60 60 2878 68 46 2810 2787 2767 2745 57 2688 2655 2629 2608 378 350 2230 316 148 168 68 100 72
is_linear=0
shrinkage=0.1


Tree=2475
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 2 43 130 129 130 16 130 130 402 133 2 0 403 12 12 390 1451 1456 158 159 159 43 15 481 160
split_gain=5.76998e-05 0.0018601 0.00108583 0.000346337 6.28435e-05 0.000294509 0.000302585 6.34253e-05 0.000157143 7.18537e-05 0.000218838 0.00011917 0.000133472 0.000159157 9.38471e-05 0.000159437 0.000215277 0.000155934 0.000242411 0.00039037 0.000105056 8.10724e-05 0.000130031 9.43281e-05 0.000106628 0.000247038 0.000233496 0.000202273 0.00030005 0.000134405
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.016569999999999994 0.080205000000000012 -0.029804999999999995 0.11155500000000002 0.10484500000000001 0.098975000000000021 -0.037154999999999994 0.096625000000000003 0.092560000000000017 0.31115000000000004 -0.14032999999999998 0.084145000000000011 -0.087794999999999998 0.104315 0.086655000000000024 0.089210000000000025 0.089065000000000019 0.091400000000000009 -0.50091499999999989 -0.47356499999999996 -0.10909999999999999 -0.094234999999999985 -0.082689999999999986 0.11657500000000001 0.10867000000000002 -0.4136149999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 9 -9 11 -11 12 13 14 15 16 -6 18 -17 -20 21 22 -16 -24 26 -26 -25 28 29 -28
right_child=2 -3 4 -5 7 6 -8 8 -10 10 -12 -13 -14 -15 20 17 -18 -19 19 -21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-1.0843135845625716e-06 -0.00070360398954521369 0.00094438390339876468 0.00038421166130622931 -0.0004399755802296568 0.00036337736927505049 -0.00024765308430687585 0.00017227286078048417 -0.00031560221201895426 7.6063271990278736e-05 -8.9669579407200222e-05 0.00032874465966597198 -0.00023323575997809796 0.00021382787283449756 -0.00026972686940677127 -0.00025890519586027952 -0.00011296341975718281 -5.0534245835071234e-06 -0.00019207078157999224 0.00051833822027496669 -1.2001884169876576e-05 -0.00022771933332218659 0.0001725478969791976 0.00018657549679539022 0.00018523447339517858 0.00034220374599542647 -2.4500446240888905e-06 1.6441331432101186e-05 -0.00035651546731969576 0.00024963559117168187 -0.00025531037188102345
leaf_weight=178 22 21 24 20 35 32 37 21 20 25 25 22 29 22 20 44 29 31 23 35 21 26 26 27 21 2150 28 32 23 52
leaf_count=178 22 21 24 20 35 32 37 21 20 25 25 22 29 22 20 44 29 31 23 35 21 26 26 27 21 2150 28 32 23 52
internal_value=0 4.94956e-05 -3.7352e-06 -4.54168e-05 1.61102e-06 8.24761e-05 -2.24754e-05 -1.08738e-06 -0.000124546 7.55953e-07 0.000119538 -1.44697e-06 4.60044e-07 -1.87934e-06 3.6719e-07 6.67451e-05 0.000196432 4.33931e-06 6.40326e-05 0.000198305 -5.02294e-06 -3.0784e-06 -4.99781e-06 -2.84514e-06 -4.95613e-06 8.83778e-07 -8.32181e-05 -0.000136909 -6.86812e-05 -0.000160197
internal_weight=0 219 2902 198 2880 93 69 2787 41 2746 50 2696 2674 2645 2623 197 64 133 102 58 2426 2405 2379 2359 2333 2171 162 135 103 80
internal_count=3121 219 2902 198 2880 93 69 2787 41 2746 50 2696 2674 2645 2623 197 64 133 102 58 2426 2405 2379 2359 2333 2171 162 135 103 80
is_linear=0
shrinkage=0.1


Tree=2476
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1186 403 4 0 15 16 33 3 3 3 376 13 33 4 4 1 2 51 3 1 51 2 3 43 39 4 4
split_gain=5.91591e-05 0.000302571 0.000227358 6.02831e-05 6.81616e-05 0.000136181 0.000179783 0.000188752 0.000126446 5.50745e-05 8.67132e-05 0.000400454 0.00022836 0.000397998 0.000228221 0.000236585 0.000201102 0.000467731 0.000242785 0.000367712 0.000289612 0.000240329 0.000266514 0.000605764 0.000293353 0.000165902 0.000223137 0.000160204 0.000152587 0.000150509
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.086839999999999987 -0.084674999999999986 -0.068329999999999988 -0.073309999999999986 -0.10653 -0.080344999999999986 -0.009184999999999997 -0.0025099999999999996 1.0000000180025095e-35 -0.0080949999999999998 0.081970000000000015 -0.16152999999999998 0.085305000000000006 0.26450500000000005 0.076415000000000025 0.087325000000000014 0.088125000000000023 0.086685000000000012 0.097915000000000016 0.111945 0.080335000000000018 0.11728500000000001 -0.017889999999999996 -0.06984499999999999 0.09116500000000001 0.41257000000000005 -0.011559999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 7 -7 -9 -3 12 -12 14 -14 -11 25 17 18 20 -20 -13 -21 23 -23 -24 -16 27 29 -18 -27
right_child=1 9 -4 4 5 6 -8 8 -10 10 11 16 13 -15 15 -17 28 -19 19 21 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00014795085506713287 0.00038201341577362094 -0.00013151894259687152 -0.0003217179042554495 -0.00014981702392297418 0.00018583548486687156 0.00022763632807944873 -0.00026969203577859198 -0.00027952553556090046 4.7650000329600455e-05 -0.00033707590773701668 0.00046729207017397997 -5.545481550974347e-06 -0.00042074664681208295 0.00011786365148904936 -3.4996239279132024e-07 -0.0003318581162775878 -0.00027640237079547915 0.00039199333235349817 0.00045766831259849526 -0.00022818653035626215 -0.0003949030192452483 -1.5232845200646099e-05 -0.00035127595315099743 0.00062552707071881737 9.5445365224470748e-05 0.00035106129355318404 0.00039135037746746099 -0.00015949948132038116 -2.4066423365170984e-05 -1.9221359980292619e-05
leaf_weight=21 21 31 27 38 31 29 28 21 27 20 21 81 34 23 2139 21 29 39 24 28 25 36 21 25 49 21 25 25 138 23
leaf_count=21 21 31 27 38 31 29 28 21 27 20 21 81 34 23 2139 21 29 39 24 28 25 36 21 25 49 21 25 25 138 23
internal_value=0 3.80992e-06 -4.97521e-05 -1.20953e-05 -3.14112e-05 1.67272e-06 -5.26991e-05 2.62074e-05 -9.54893e-05 1.05027e-06 2.49377e-06 3.9587e-05 -5.71736e-06 -0.000203413 -7.61935e-07 2.22222e-06 2.1442e-05 6.69226e-05 2.30549e-05 9.28122e-05 -9.73751e-05 3.77396e-05 9.45788e-05 0.000247374 -3.8571e-05 5.36404e-06 0.000135388 4.2648e-05 -6.78852e-05 0.000157504
internal_weight=0 2899 222 195 174 136 105 77 48 2878 2847 516 2331 57 2274 2254 495 328 289 183 106 159 131 61 70 2233 94 69 167 44
internal_count=3121 2899 222 195 174 136 105 77 48 2878 2847 516 2331 57 2274 2254 495 328 289 183 106 159 131 61 70 2233 94 69 167 44
is_linear=0
shrinkage=0.1


Tree=2477
num_leaves=31
num_cat=0
split_feature=33 34 9 4 484 11 9 9 1 47 47 123 52 52 3 12 43 133 402 403 52 403 52 1210 13 403 403 132 399 399
split_gain=6.38389e-05 6.2892e-05 0.000107749 7.68008e-05 0.000483004 0.000200476 7.4349e-05 0.000279087 6.4397e-05 0.000105429 8.45571e-05 7.9595e-05 6.67758e-05 0.000276729 0.000617415 0.000386215 0.000551792 0.000386713 0.000286617 0.000491686 0.000202743 0.00071528 0.000225686 0.000285322 0.000331318 0.000180214 0.000255294 0.00016951 0.00245542 0.00111763
threshold=-0.044254999999999996 -0.097449999999999981 -0.090799999999999978 0.62736500000000006 0.090535000000000018 -1.0000000180025095e-35 0.092235000000000011 0.085355000000000014 0.15618500000000002 0.13975500000000002 0.13283000000000003 0.11679000000000002 0.091275000000000009 0.10160000000000001 -0.071329999999999991 0.094435000000000005 -0.029804999999999995 -0.082724999999999979 -0.45015499999999992 -0.43370499999999995 0.088185000000000013 -0.011089999999999997 0.087765000000000024 -0.14175499999999996 -0.049279999999999997 0.5124200000000001 0.31426500000000007 -0.083284999999999984 0.091580000000000009 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 8 9 10 11 12 20 14 15 16 -14 -18 -15 -20 22 -22 23 24 -7 26 27 28 -25 -29
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leaf_value=0.00016974437782085841 0.00014798777166171413 -0.00019440934933111844 -0.00031829279643716293 0.00048444216062350849 -0.00015500449700522477 0.0005572806048439816 0.00014426189345873093 -0.00037463393760845065 -0.00015960765001364055 0.00020604832186290877 -0.00019549761792322072 0.00016907824560803421 -0.00061208822362459616 -0.00033651191406534057 -0.00064663977536838502 0.00031983696292930595 -0.00022679469798926483 0.00034893844436737712 0.00049091692282153033 -3.2194230493123359e-06 -8.6013282053989734e-05 0.00048476284060406646 -0.00032448604386965083 -9.7457906379425262e-05 -1.8321602838113903e-05 0.0002430426385641719 -0.00032143789157271387 3.2783848411570905e-07 0.00098217228425290584 -0.00075132923215278421
leaf_weight=22 28 29 20 21 27 20 35 20 25 25 22 28 20 24 22 21 28 20 21 490 52 38 21 111 20 30 25 1810 26 20
leaf_count=22 28 29 20 21 27 20 35 20 25 25 22 28 20 24 22 21 28 20 21 490 52 38 21 111 20 30 25 1810 26 20
internal_value=0 -1.20503e-06 -2.56531e-06 -7.36417e-07 0.000124753 -2.74828e-06 -6.26257e-07 -2.3517e-06 1.99049e-07 1.57955e-06 -2.02159e-07 1.30697e-06 -3.59431e-07 -2.85871e-05 -0.000172277 -5.50188e-05 -0.000170783 1.30941e-05 1.22514e-06 1.70876e-05 8.03224e-06 0.000154981 1.68303e-06 5.00483e-06 0.00026948 -2.27108e-07 -3.89081e-06 1.45122e-07 0.000107435 -7.88699e-06
internal_weight=0 3099 3071 3042 48 2994 2974 2939 2919 2894 2869 2847 2819 646 111 89 68 48 535 511 2173 90 2083 2062 40 2022 1992 1967 137 1830
internal_count=3121 3099 3071 3042 48 2994 2974 2939 2919 2894 2869 2847 2819 646 111 89 68 48 535 511 2173 90 2083 2062 40 2022 1992 1967 137 1830
is_linear=0
shrinkage=0.1


Tree=2478
num_leaves=31
num_cat=0
split_feature=132 132 1203 49 131 12 1212 13 4 3 1211 1211 1185 394 129 394 16 52 1186 3 402 1447 3 52 474 3 1454 0 133 402
split_gain=6.30634e-05 0.000288426 0.000171979 6.26511e-05 0.000137599 0.000146152 5.36275e-05 0.000240125 0.000251355 0.000292678 9.58217e-05 9.81829e-05 7.75483e-05 8.09611e-05 0.000173072 0.000249359 0.000368493 0.000145295 0.000115407 9.372e-05 0.000826955 0.000358119 0.000345627 0.000499734 0.00093025 0.000296678 0.000213572 0.000200225 0.000492595 0.000214032
threshold=-0.083174999999999985 -0.050879999999999988 0.089005000000000015 0.09567500000000001 -0.076979999999999979 0.096645000000000009 0.10167000000000001 -0.088464999999999988 -0.076229999999999978 -0.084319999999999992 0.091735000000000011 0.085535000000000014 0.090595000000000009 -0.0088999999999999982 0.10260500000000002 -0.10421499999999999 -0.088909999999999989 -0.065544999999999978 -0.0071649999999999995 -0.085784999999999986 0.10874500000000002 -0.085644999999999985 -0.084524999999999975 -0.0087299999999999982 0.081755000000000008 -0.087519999999999987 0.08950000000000001 0.10455500000000001 0.086910000000000015 -0.45015499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 10 -8 9 -9 11 12 13 14 15 -3 -17 -18 -15 20 21 25 23 24 -21 -20 -23 29 -29 -24
right_child=1 6 -4 -5 5 -7 7 8 -10 -11 -12 -13 -14 18 -16 16 17 -19 19 22 -22 26 27 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00021338331021575463 0.00032924829507397527 -0.00029424176871543754 -0.0002879030768073992 -0.00014196130513857282 1.8394976509689598e-05 -0.00024196869872631163 -0.00020660934589194279 4.2087242567307642e-05 -0.00010851982464373579 0.00044851581487284208 -0.00017688134825983716 0.00021532096884801008 -0.00017361380327761606 -0.00019909438599521919 0.00033896564633496818 0.0003844967354477073 0.00011018341818161196 -0.00018656105228618606 -1.6737656475080648e-05 -0.0009455998173507397 0.00057150187117427039 1.3578541954958854e-05 -0.00030915903546635743 7.6565725406301985e-05 1.8894920067396015e-05 -0.00055489556179963981 0.00030077167186256566 -0.00058624302808311772 5.885992221261278e-05 4.8455869167935422e-06
leaf_weight=27 27 20 27 34 107 27 26 37 30 34 31 21 26 30 21 30 33 33 21 20 27 632 22 30 20 20 27 20 29 1632
leaf_count=27 27 20 27 34 107 27 26 37 30 34 31 21 26 30 21 30 33 33 21 20 27 632 22 30 20 20 27 20 29 1632
internal_value=0 3.93364e-06 -5.13676e-05 -1.86166e-05 7.43141e-06 -3.40664e-05 8.75317e-07 6.44042e-05 0.00013417 0.000236715 -2.0639e-06 -6.70945e-08 -1.74669e-06 -7.11946e-08 7.48021e-05 2.69794e-05 9.39004e-05 -3.81888e-05 -4.1256e-06 -1.78597e-06 2.84506e-05 7.50439e-06 -1.41842e-05 -0.000231959 -0.000463352 -0.000279254 2.53452e-05 -5.23278e-06 -0.000204447 6.68984e-07
internal_weight=0 2899 222 195 161 134 2872 127 101 71 2745 2714 2693 2667 137 116 96 66 2530 2500 727 700 1773 70 40 41 659 1703 49 1654
internal_count=3121 2899 222 195 161 134 2872 127 101 71 2745 2714 2693 2667 137 116 96 66 2530 2500 727 700 1773 70 40 41 659 1703 49 1654
is_linear=0
shrinkage=0.1


Tree=2479
num_leaves=31
num_cat=0
split_feature=15 132 399 1204 15 133 15 401 403 15 393 12 12 12 12 12 403 12 12 12 12 401 43 12 0 3 13 4 403 52
split_gain=5.64708e-05 0.000456 0.00178548 0.00115064 0.000253596 0.00044225 0.000232085 0.000237228 0.000589991 0.000167419 0.000150546 0.000157578 0.00120256 0.000426392 0.00052645 0.000357078 0.000300391 0.00020605 0.00026057 0.00023951 0.000376368 0.00033362 0.000649574 0.000315307 0.000255209 0.00042128 0.000464554 0.00020564 0.000663193 0.000404339
threshold=0.088235000000000022 -0.083284999999999984 0.09141500000000001 -0.074224999999999985 0.087685000000000013 -0.0042999999999999991 0.087485000000000021 0.11444000000000001 -0.53255499999999989 0.088495000000000018 0.089155000000000026 0.089570000000000025 0.090455000000000021 0.091715000000000005 0.092465000000000006 0.089005000000000015 -0.53762499999999991 0.09320500000000001 0.094375000000000014 0.096475000000000019 0.097145000000000023 -0.06959499999999999 0.054355000000000007 0.095330000000000012 -0.075934999999999989 -0.064674999999999983 0.01128 -0.081609999999999988 -0.070544999999999983 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 7 8 -1 -5 11 15 -13 -14 -15 27 -16 -18 -19 23 -21 -22 24 -20 -23 26 -26 29 -29 -11
right_child=1 3 -4 9 5 -7 -8 -9 -10 10 -12 12 13 14 16 -17 17 18 19 20 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00045008427870925517 -0.0002892200361450457 -0.00074269447635742834 0.00099989132639685912 0.00029847695351980456 5.6968991740783775e-05 -0.00056375112709991461 0.00031328404717066369 0.00027829289385157736 -3.7007582855355764e-06 1.8230528166895964e-05 0.00028114631408936391 0.00070316121743347216 -0.00033241508375535239 0.00044165583777016612 -0.00032918121410497968 -0.00044272187488703904 -0.00027586856026790062 0.00033246254571512793 8.2914582112450798e-05 0.00047130454546450416 0.00034736262717230534 -0.00017093367633231753 -0.00054030931205488746 -0.00037234361807350071 0.00068199699691666124 -0.00012890978721164477 3.213435887697746e-05 0.00057424054414566077 -4.7336773941617833e-05 -0.00048447376223066386
leaf_weight=30 22 20 21 22 24 22 23 29 2274 48 21 26 35 29 26 22 21 29 29 21 26 34 22 32 22 30 22 21 94 24
leaf_count=30 22 20 21 22 24 22 23 29 2274 48 21 26 35 29 26 22 21 29 29 21 26 34 22 32 22 30 22 21 94 24
internal_value=0 2.4586e-05 0.000340346 4.50063e-06 -7.35941e-06 -0.000239897 -2.8192e-06 -5.93552e-06 -9.51304e-06 2.7281e-05 1.78704e-05 8.85114e-06 4.53182e-05 6.97118e-08 3.39967e-05 -6.16402e-05 -3.65331e-06 2.57346e-05 4.94562e-05 1.49723e-05 7.38637e-05 2.0362e-05 -4.50381e-05 -0.000155909 5.58505e-05 0.000160049 0.000357066 -1.6807e-05 6.61686e-05 -0.000149338
internal_weight=0 719 43 676 2402 46 2356 2333 2304 656 634 613 404 378 343 209 314 288 267 238 177 156 130 61 108 74 44 187 115 72
internal_count=3121 719 43 676 2402 46 2356 2333 2304 656 634 613 404 378 343 209 314 288 267 238 177 156 130 61 108 74 44 187 115 72
is_linear=0
shrinkage=0.1


Tree=2480
num_leaves=31
num_cat=0
split_feature=132 1203 1203 1203 400 43 394 133 393 1213 402 1213 133 1176 2 2 2 15 1208 133 479 3 15 3 4 43 1429 4 483 0
split_gain=6.5627e-05 0.000262961 0.000377879 0.000205837 7.17188e-05 0.000208603 0.000185659 7.51136e-05 0.000109602 7.70248e-05 0.00011839 0.000528171 0.000148777 7.42533e-05 7.42835e-05 0.000560775 0.000239035 0.00124456 0.000428267 0.000525214 0.000242225 0.000219658 0.000530355 0.00108088 0.000820132 0.000715618 0.00049729 0.000490863 0.000423109 0.000336415
threshold=-0.083449999999999983 0.089480000000000018 0.10250500000000001 0.089480000000000018 -0.08262499999999999 -0.03898999999999999 0.09759000000000001 0.55672500000000014 0.092175000000000021 0.27327000000000007 -0.45015499999999992 -1.0000000180025095e-35 0.50628500000000021 0.086510000000000017 0.090935000000000016 0.091265000000000013 0.089775000000000008 0.082685000000000022 0.10233500000000001 0.39371500000000009 0.10061500000000002 -0.082334999999999978 -0.011859999999999997 -0.081644999999999981 -0.0070899999999999991 -0.077319999999999986 0.057970000000000008 -0.064804999999999988 -0.23605499999999999 -0.083804999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 -1 5 -2 7 8 9 10 11 -6 13 14 16 -16 18 -18 19 20 21 28 26 -24 25 -25 -23 29 -12 -27
right_child=1 2 -4 -5 6 -7 -8 -9 -10 -11 12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 22 23 24 -26 27 -28 -29 -30 -31
leaf_value=-2.1995735434237369e-05 -2.2234678944209363e-05 0.00055355325374486185 2.244910047502836e-05 -0.00035877527392585767 0.00012209929253881926 0.00037169440813158874 -0.00030627247124357385 0.00016548311525386658 -0.00020646883959461076 0.00015167361989645571 -0.00048438528319820766 -0.00053641247712740941 0.00023888278810773046 0.00019042153464397416 0.00046642362388040598 5.1741057787580451e-06 4.131777185158661e-05 -0.00082884450556858528 0.0004109352002463614 -0.00051142500680206079 -0.00032902336476937585 -9.2013204944734528e-06 0.00063424146210309127 0.00044249572295892249 0.00051722422101781434 -0.00018476378466705985 -0.00052147095832879133 -0.00056061282666632908 -2.8040894460282289e-05 0.00012092991032659485
leaf_weight=196 41 21 37 20 29 20 20 27 26 33 21 21 26 20 27 1109 65 22 24 21 23 361 39 29 34 72 20 20 625 72
leaf_count=196 41 21 37 20 29 20 20 27 26 33 21 21 26 20 27 1109 65 22 24 21 23 361 39 29 34 72 20 20 625 72
internal_value=0 3.95411e-06 0.000214745 -5.3179e-05 -3.40198e-07 0.000106922 -2.68873e-06 -4.93623e-07 -2.12976e-06 -1.71476e-07 -2.04121e-06 -0.000154476 8.56782e-07 -1.51982e-06 -3.00544e-06 1.61369e-05 -1.80232e-05 -0.000178723 -7.75066e-06 -1.52663e-05 -7.34891e-06 -1.62693e-06 3.9558e-05 0.000147914 6.43599e-05 -1.54193e-05 -3.60921e-05 -9.6392e-05 -4.28756e-05 -3.19169e-05
internal_weight=0 2905 58 216 2847 61 2786 2766 2739 2713 2680 50 2630 2604 2584 1136 1448 87 1361 1337 1316 1293 647 266 227 193 381 164 646 144
internal_count=3121 2905 58 216 2847 61 2786 2766 2739 2713 2680 50 2630 2604 2584 1136 1448 87 1361 1337 1316 1293 647 266 227 193 381 164 646 144
is_linear=0
shrinkage=0.1


Tree=2481
num_leaves=31
num_cat=0
split_feature=160 159 157 51 157 1371 1 3 1212 1455 133 133 16 15 43 42 481 3 0 1455 151 1447 481 1446 1447 403 4 50 1211 50
split_gain=5.7365e-05 0.000201201 0.000214164 0.000994438 0.000536056 0.000321927 0.000227683 0.000281325 0.000166224 0.000242864 0.000170726 0.000237972 0.000756298 0.000360456 0.00040392 0.000329051 0.00101701 0.000701062 0.000415985 0.000292902 0.00015958 0.000127285 0.000839265 0.000201615 0.000888288 0.000321189 0.000634743 0.000151022 0.00053342 0.000319757
threshold=-0.089549999999999991 -0.47115499999999993 -0.087424999999999989 -0.085534999999999986 -0.086394999999999986 0.083235000000000017 0.10337500000000001 -0.082154999999999992 0.087615000000000012 -0.092919999999999989 0.099660000000000012 0.084760000000000016 -0.0083599999999999976 -0.092489999999999989 -0.081374999999999989 0.090395000000000017 -0.085749999999999979 -0.073884999999999992 -0.080604999999999996 0.079300000000000009 -0.5413699999999998 -0.086279999999999982 -0.086219999999999977 0.083715000000000026 -0.082954999999999987 -0.54856499999999986 -0.081839999999999982 0.096900000000000014 0.11048500000000001 0.094500000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 -4 20 7 -5 9 -1 11 15 13 -13 -15 16 -11 -17 -19 -18 -6 22 -22 25 -25 26 -23 29 -29 -27
right_child=1 2 4 6 5 -7 -8 -9 -10 10 -12 12 -14 14 -16 17 19 18 -20 -21 21 23 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.00036156055714894577 -0.00030038194925747006 -0.00065506792832041236 0.00051849401905201375 0.00043184473959792578 0.00028386700785631552 -0.00033846325832200821 -0.00017683750217353615 -3.2686410304449967e-05 -0.00021509593889976924 -0.00072263769106939435 -0.00015412985026752883 -0.00028875624872550058 0.00069670876056823717 -5.6214929631381641e-06 0.00048505950253456835 -0.00020150535619231286 -3.8370229312282135e-05 0.00078046238191745946 0.00013549331459216773 0.00032230840375772321 -0.00063473000829617377 -0.00068754892126889902 0.00028138411435065793 0.00063343321028999828 -2.888162228901135e-05 -1.0334134536096059e-06 6.8274295190349219e-05 2.3407851884593399e-05 0.00055283660546840774 -0.00038432564488175561
leaf_weight=23 23 28 20 22 20 28 33 32 26 21 46 24 22 51 25 27 168 20 20 26 20 20 20 27 81 2038 25 141 22 22
leaf_count=23 23 28 20 22 20 28 33 32 26 21 46 24 22 51 25 27 168 20 20 26 20 20 20 27 81 2038 25 141 22 22
internal_value=0 -5.9144e-06 -3.30849e-06 -0.000136721 2.86801e-06 -1.31726e-06 3.01032e-05 0.000156567 3.10773e-05 4.4609e-05 2.84092e-05 4.91934e-05 0.000165879 4.90964e-05 0.000155787 -1.2876e-06 -6.15887e-05 0.000192216 0.000457978 9.96814e-06 2.55798e-06 2.29262e-07 -0.000176673 3.20741e-06 0.000136697 -3.14924e-06 -0.000267647 2.20497e-06 9.48645e-05 -5.12683e-06
internal_weight=0 2622 2599 115 2484 2464 87 54 499 473 450 404 122 100 76 282 215 67 40 194 2436 2416 40 2376 108 2268 45 2223 163 2060
internal_count=3121 2622 2599 115 2484 2464 87 54 499 473 450 404 122 100 76 282 215 67 40 194 2436 2416 40 2376 108 2268 45 2223 163 2060
is_linear=0
shrinkage=0.1


Tree=2482
num_leaves=31
num_cat=0
split_feature=0 2 160 151 151 147 2 1 3 132 132 130 403 2 2 133 15 4 45 11 33 47 47 3 9 3 403 16 16 13
split_gain=6.16309e-05 0.00034706 0.00037857 0.000137959 0.000388794 0.000214312 0.000209318 0.000459869 0.000241042 7.85296e-05 0.000227023 0.000190755 0.000179321 0.000292691 0.000303716 0.000231809 0.000141906 0.000139694 0.000127905 0.000187054 0.00018902 0.000119749 0.000123952 0.00125108 0.000346391 0.000817141 0.000202366 0.000149732 0.000507526 0.000155453
threshold=-0.15599999999999997 0.08622500000000001 0.10830500000000001 -0.0096649999999999982 -0.077959999999999988 0.08598500000000002 0.092755000000000018 0.10205500000000002 0.10893000000000001 0.093160000000000007 0.090050000000000005 0.092225000000000015 -0.088584999999999983 0.082850000000000021 0.093320000000000014 0.31382500000000008 -0.070929999999999979 0.061775000000000004 0.094030000000000016 -1.0000000180025095e-35 -0.009184999999999997 0.13283000000000003 0.094160000000000008 -0.0049599999999999991 0.087755000000000014 -0.13309499999999996 -1.0000000180025095e-35 -0.072359999999999994 -0.18708499999999997 -0.063184999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -8 -9 10 18 12 15 -14 -15 -11 -12 -16 19 -2 -21 22 24 26 -22 -26 -24 28 -28 -29
right_child=9 2 -4 6 -6 -7 7 8 -10 11 16 -13 13 14 17 -17 -18 -19 -20 20 21 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=0.00033037249112247673 0.00028751645427705215 -7.5278180039247447e-05 -0.0004158130568976048 0.00036933566980587785 -0.00041357451250818985 0.00034458938316674905 -0.00037705828224716248 0.00039785582684325404 -7.8541229186157576e-06 -0.00034149862508962137 -6.0429110557639182e-05 0.00029372471095672972 -0.00016617033321712042 0.00052541483397362755 0.00020295206789317467 7.6845873655446883e-05 -0.00043262192564725416 -9.9510575315574776e-05 -0.00024497664205475961 -0.00030410586186917503 -1.7096085655795598e-06 -0.00021236715385586854 -0.00029682216281798904 0.0006708615500247107 0.00013946202046402807 -0.00068573555327020594 -0.00016412812318386777 2.0663433607613402e-05 0.00053974797367118299 -0.00025327426803953669
leaf_weight=37 22 31 20 25 22 20 20 27 32 27 21 29 33 20 37 26 20 26 22 21 2297 27 24 30 24 24 21 89 20 27
leaf_count=37 22 31 20 25 22 20 20 27 32 27 21 29 33 20 37 26 20 26 22 21 2297 27 24 30 24 24 21 89 20 27
internal_value=0 4.93592e-05 -3.41997e-06 4.31781e-05 -6.21983e-05 8.93758e-05 0.000117144 3.73368e-05 0.00017781 -4.00071e-06 -8.4761e-06 5.67787e-05 1.61193e-05 8.57468e-05 0.000185907 -0.000136273 -0.000241987 7.81262e-05 -4.86056e-06 -2.84893e-06 -5.30209e-06 -2.87279e-06 -6.59825e-07 7.27537e-05 -7.26547e-06 -0.000273137 -2.63802e-05 1.49612e-05 0.000179226 -4.30979e-05
internal_weight=0 234 197 177 73 51 104 79 59 2887 2689 198 169 116 83 53 41 63 2648 2626 2604 2583 2556 211 2345 48 181 157 41 116
internal_count=3121 234 197 177 73 51 104 79 59 2887 2689 198 169 116 83 53 41 63 2648 2626 2604 2583 2556 211 2345 48 181 157 41 116
is_linear=0
shrinkage=0.1


Tree=2483
num_leaves=31
num_cat=0
split_feature=33 132 130 402 13 9 30 97 4 1 1 9 13 9 14 45 124 3 3 13 15 15 2 0 0 12 52 48 0 51
split_gain=5.6617e-05 6.14674e-05 0.000174772 0.000148505 0.000121794 9.04718e-05 0.000335558 0.000165805 8.92511e-05 0.000636849 0.000217482 0.000452532 0.000391057 0.00028446 0.000131107 0.000257809 0.000120331 0.000115795 0.000310206 0.000262667 0.000205326 0.00032988 0.000406278 0.000266287 0.000276478 0.000281006 0.000249731 0.000521578 0.000862538 0.000179869
threshold=-0.044254999999999996 0.10645500000000001 0.09290000000000001 0.090045000000000014 -0.049279999999999997 -0.036024999999999995 0.086815000000000017 -0.079444999999999988 0.51164000000000009 0.14000500000000002 0.13707500000000003 0.092235000000000011 0.0027400000000000007 0.086220000000000005 -0.31455999999999995 0.094030000000000016 -1.0000000180025095e-35 -0.03694999999999999 -0.049509999999999992 -0.15416999999999995 -0.10469999999999999 -0.098289999999999975 0.079055000000000014 -0.11991499999999998 -0.23811499999999999 -0.086254999999999984 -0.0092699999999999987 -0.072824999999999987 -0.14051499999999997 0.092545000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 -2 -8 10 16 11 13 -12 14 -7 17 -10 18 19 -16 23 -22 -23 24 -19 -26 29 -28 -29 -24
right_child=1 2 -4 -5 -6 8 7 -9 9 -11 12 -13 -14 -15 15 -17 -18 20 -20 -21 21 22 26 -25 25 -27 27 28 -30 -31
leaf_value=0.00015985488644219004 -0.00042141676949540856 0.00027466669641646807 0.00030313510191626851 -0.00020992481234619241 5.3806643381263511e-06 0.0002145445502329884 -0.00011400173925721902 0.00024761770837358201 0.00011949104317119979 0.00052521986002102494 -4.4293489820608842e-05 0.00041568566803807001 -0.00054817376396385951 -0.0003792516171233729 -0.00028078742237566451 -0.0003363255279944734 -0.00016920644127475543 -0.00027799609500410346 -0.00030118283822149454 -5.4531760319037997e-07 0.000426923019811511 -0.00030771757100692728 6.4745491587981467e-05 -0.00041333426575874916 -7.569096536220363e-05 0.00041204701819446028 -0.00014524961500710836 0.00071745707976815011 8.1053003107132225e-05 -0.00015814994169530743
leaf_weight=22 24 22 25 24 71 28 32 21 22 25 67 26 20 20 34 23 42 24 36 2051 25 29 170 20 27 21 33 34 57 46
leaf_count=22 24 22 25 24 71 28 32 21 22 25 67 26 20 20 34 23 42 24 36 2051 25 29 170 20 27 21 33 34 57 46
internal_value=0 -1.13482e-06 6.31329e-05 1.18504e-05 6.90827e-05 -4.22106e-06 -0.000111196 2.92814e-05 -1.36097e-06 9.72205e-05 -4.50456e-06 5.02559e-07 -0.000160128 -3.52834e-06 -7.01232e-07 -2.99282e-06 -6.99667e-05 -5.2027e-08 -1.01404e-05 -5.11521e-06 4.39757e-05 7.53843e-05 5.15673e-05 -9.05354e-05 -8.69097e-07 0.000137694 8.22122e-05 0.000195325 0.00031883 1.7277e-05
internal_weight=0 3099 142 117 93 2957 77 53 2880 89 2791 2704 87 2678 2658 2630 64 2607 2121 2085 486 394 369 92 72 48 340 124 91 216
internal_count=3121 3099 142 117 93 2957 77 53 2880 89 2791 2704 87 2678 2658 2630 64 2607 2121 2085 486 394 369 92 72 48 340 124 91 216
is_linear=0
shrinkage=0.1


Tree=2484
num_leaves=31
num_cat=0
split_feature=46 51 1456 47 47 47 47 1 0 1 15 13 393 131 2 49 1 0 9 9 1 11 132 50 50 133 474 1420 1429 15
split_gain=7.26329e-05 0.000130084 9.12243e-05 6.3478e-05 7.27234e-05 0.000562786 0.00036365 0.000254226 0.000711238 0.000585619 0.000235053 0.000161392 0.000146212 0.000142219 0.000120713 0.000181394 0.000177399 0.000118093 0.000101176 0.000433117 0.000255509 8.92435e-05 9.23807e-05 0.00015676 0.000294923 0.000375572 0.000225434 0.000172806 0.000167588 0.000140859
threshold=0.084955000000000017 0.078435000000000019 0.12676500000000004 0.13975500000000002 0.092165000000000011 0.09550500000000002 0.089785000000000018 0.096325000000000008 -0.095504999999999993 0.10727500000000002 -0.065449999999999994 -1.0000000180025095e-35 0.12765500000000005 0.13767000000000004 0.092755000000000018 -0.008624999999999999 0.088875000000000023 -0.26343999999999995 0.092235000000000011 0.086220000000000005 0.13332000000000002 -1.0000000180025095e-35 0.10645500000000001 -0.099524999999999988 -0.23965499999999998 0.089405000000000012 -0.25711499999999993 1.0000000180025095e-35 0.094630000000000006 0.084195000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 12 8 -7 -9 11 -11 13 17 15 -10 -17 -1 19 21 -20 -19 23 24 25 -23 -25 28 -28 -24
right_child=1 -3 -4 -5 5 7 -8 9 14 10 -12 -13 -14 -15 -16 16 -18 18 20 -21 -22 22 29 26 -26 -27 27 -29 -30 -31
leaf_value=0.00023622548739824978 0.00031667250728787625 -1.9810549956336793e-05 -0.0001848890886187157 0.00015531896519510507 -0.00050293379276990897 0.00064791650904226115 0.00040828580835791813 -0.00042431465130320231 -0.00016638843074906617 2.7944352116300875e-05 -0.00026113107563684358 0.00035400224558543417 0.00025114224876945273 -0.00025527704366884956 -0.00022770618437789383 0.00038252948290305326 -1.1722835595719517e-05 -0.00019883429454437094 -0.00037804089236791096 0.00046442407183349137 7.4435654096305373e-05 0.00020610618456162345 0.00021242827230616968 -0.00029168461166721374 0.00045423955702322675 -0.00031062902701457714 -5.5677993867901652e-06 0.00027269749645545907 -0.00022605629606135022 -1.8494356014083939e-05
leaf_weight=21 20 27 27 26 25 20 22 39 25 63 22 20 23 22 20 21 25 23 24 20 26 39 50 28 21 22 2287 22 35 56
leaf_count=21 20 27 27 26 25 20 22 39 25 63 22 20 23 22 20 21 25 23 24 20 26 39 50 28 21 22 2287 22 35 56
internal_value=0 0.000123374 -1.88633e-06 -2.64711e-07 -1.60373e-06 -5.01479e-05 3.35518e-06 -5.75715e-06 0.000107969 -9.34209e-05 2.94824e-05 0.000106513 7.88016e-08 -2.06306e-06 -1.07009e-05 5.04273e-05 0.000168262 2.02261e-08 -1.84947e-06 8.57089e-07 -0.000142753 -2.73228e-06 -9.70425e-07 -4.91851e-06 0.000131016 1.97427e-05 -9.61777e-06 -6.24837e-06 -8.89127e-06 9.04314e-05
internal_weight=0 47 3074 3047 3021 280 2741 255 111 144 105 83 2719 2696 91 71 46 2674 2653 2603 50 2583 2560 2454 82 61 2372 2344 2322 106
internal_count=3121 47 3074 3047 3021 280 2741 255 111 144 105 83 2719 2696 91 71 46 2674 2653 2603 50 2583 2560 2454 82 61 2372 2344 2322 106
is_linear=0
shrinkage=0.1


Tree=2485
num_leaves=31
num_cat=0
split_feature=46 1446 479 1447 13 481 484 13 1446 1446 475 4 157 151 151 2 11 1446 1446 154 474 474 16 155 160 160 160 43 484 482
split_gain=6.00855e-05 8.28531e-05 0.000124208 0.000117186 0.000345811 8.17694e-05 0.000823696 0.000516237 7.79702e-05 0.000121011 7.18493e-05 0.000592492 0.000769681 0.000313778 0.000266206 0.000229624 0.000185957 8.27641e-05 0.000198249 0.00011389 0.000161082 0.000120061 0.000130782 0.00017246 0.00010269 0.000301674 0.000207752 0.00025824 0.000618444 0.000190648
threshold=0.096120000000000011 -0.09143999999999998 0.10713500000000002 0.022105000000000003 -0.081224999999999978 -0.086484999999999992 -0.081614999999999979 -0.084319999999999992 0.11655500000000001 0.10734500000000001 -0.085719999999999977 -0.0092149999999999992 -0.086244999999999988 -0.081779999999999978 -0.54279999999999984 0.098260000000000014 0.086945000000000008 0.089505000000000015 0.092110000000000011 0.084190000000000001 -0.090834999999999985 -0.025244999999999997 0.63636000000000015 0.11245500000000001 -0.090764999999999985 -0.088854999999999976 -0.16266999999999995 -0.0082299999999999995 0.049355000000000003 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 -3 9 10 11 12 -7 -14 -12 -15 -17 19 -19 20 -16 -22 23 24 26 -26 29 28 -28 -23
right_child=-2 2 -4 4 -6 8 -8 -9 -10 -11 14 -13 13 15 17 16 -18 18 -20 -21 21 22 -24 -25 25 -27 27 -29 -30 -31
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leaf_weight=24 35 29 36 27 20 20 20 25 22 33 21 30 20 37 23 29 20 20 34 21 26 175 39 31 23 2153 41 27 33 27
leaf_count=24 35 29 36 27 20 20 20 25 22 33 21 30 20 37 23 29 20 20 34 21 26 175 39 31 23 2153 41 27 33 27
internal_value=0 -1.47766e-06 -2.70161e-08 -2.22381e-06 -0.000158895 2.48008e-07 0.000104053 -9.89891e-05 -2.39624e-06 -9.65111e-07 -3.16969e-06 6.28123e-05 -3.2282e-05 7.50755e-05 -6.99047e-06 -7.89515e-06 0.000134096 -4.20422e-06 -0.000126748 -1.67753e-06 -3.55238e-06 -1.19907e-06 -3.37986e-06 -5.56381e-07 -3.48761e-06 -1.10824e-05 5.10547e-05 0.000168157 0.000264744 -7.49651e-06
internal_weight=0 3086 3062 3026 47 2979 74 54 2905 2883 2850 156 126 106 2694 86 49 2673 54 2619 2598 2575 2549 2510 2479 2176 303 101 74 202
internal_count=3121 3086 3062 3026 47 2979 74 54 2905 2883 2850 156 126 106 2694 86 49 2673 54 2619 2598 2575 2549 2510 2479 2176 303 101 74 202
is_linear=0
shrinkage=0.1


Tree=2486
num_leaves=31
num_cat=0
split_feature=1429 155 44 1428 154 1429 1 155 1429 1 156 1429 471 1419 1420 474 157 475 15 151 151 156 475 4 475 484 0 448 160 160
split_gain=5.92629e-05 0.000183446 6.57322e-05 6.53806e-05 7.29396e-05 7.08962e-05 0.000111619 8.68139e-05 0.000232877 0.0001788 9.48554e-05 0.000119527 0.000130283 9.10686e-05 0.00015453 0.000101001 0.000761682 0.000427029 0.000763986 0.000216526 0.00019397 0.000146738 0.00014448 0.000135246 0.000113429 0.000197583 9.87786e-05 8.54408e-05 9.05171e-05 0.000127917
threshold=-0.23752499999999996 0.14786500000000002 0.087770000000000015 -0.070379999999999984 0.085530000000000009 -0.081904999999999992 0.085475000000000009 0.11562500000000002 -1.0000000180025095e-35 0.103565 -0.092624999999999985 0.11475 0.091465000000000005 0.086325000000000013 -0.078999999999999987 0.08393500000000001 -0.086284999999999987 -0.085719999999999977 -0.015039999999999998 -0.52488999999999986 -0.085604999999999987 0.094150000000000011 -0.082014999999999991 0.51303500000000013 -0.084374999999999992 -0.0087999999999999988 -0.24955499999999997 -0.083359999999999976 0.51752500000000012 0.50959500000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -7 -9 -10 12 13 15 -15 17 -17 18 -12 -19 -18 22 24 -23 25 -22 -21 -28 29 -29
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leaf_value=-0.00016354756609706039 0.00014669722026281243 0.0002709503197402228 0.00012473813678697321 3.1942424539010974e-05 -0.00018989153613802046 0.00025043283000028365 -0.00030215134567697534 -0.00032022775709629058 -0.00020890756380719146 6.1898097434702013e-05 0.00076566045609069997 0.00022175961682175207 -0.00023435052741357747 0.00033703847633053861 -5.1356996118556714e-05 -0.00046875065629883931 0.00022522249459547717 -0.00030096471497624105 -9.7934502991847705e-05 0.00017271030034559471 -0.00038294296653475614 0.00029030731479313384 -0.00033595403969229667 -6.5257106543867847e-05 9.0267702128188931e-05 1.3168503873577507e-05 -0.00018538787923171187 4.0229459832777215e-07 0.00017305333261901981 -0.00025357555045047776
leaf_weight=22 29 25 41 20 21 37 20 25 22 24 20 24 24 21 20 39 36 24 21 33 20 23 20 20 39 34 25 2342 30 20
leaf_count=22 29 25 41 20 21 37 20 25 22 24 20 24 24 21 20 39 36 24 21 33 20 23 20 20 39 34 25 2342 30 20
internal_value=0 1.16104e-06 -1.03308e-06 -2.73325e-06 -4.17583e-06 -2.86841e-06 -0.000135104 -1.07111e-06 1.16374e-06 -0.000133064 -2.06446e-06 -4.59325e-07 -2.35661e-06 -3.58811e-07 0.000147577 -2.56762e-06 -6.5849e-05 3.24471e-06 0.000323331 -2.05988e-06 1.59904e-05 -3.22939e-05 -9.21219e-05 0.000124929 -3.96848e-05 -0.000133539 8.68166e-07 -1.47804e-06 4.4409e-07 -1.74824e-06
internal_weight=0 3099 3074 3033 3004 2983 40 2943 2894 49 2857 2835 2811 2787 41 2746 231 2515 41 2474 192 156 113 43 93 54 2450 2417 2392 2362
internal_count=3121 3099 3074 3033 3004 2983 40 2943 2894 49 2857 2835 2811 2787 41 2746 231 2515 41 2474 192 156 113 43 93 54 2450 2417 2392 2362
is_linear=0
shrinkage=0.1


Tree=2487
num_leaves=31
num_cat=0
split_feature=156 475 1425 52 157 46 471 44 1429 474 474 474 1456 52 12 51 42 1 157 42 156 157 1372 3 132 1203 132 50 3 130
split_gain=6.24291e-05 0.000166697 7.33554e-05 0.000102946 0.000187019 7.21205e-05 0.000128102 8.96643e-05 8.52989e-05 8.45923e-05 0.000373357 0.000310894 0.000295561 0.000261859 0.000164262 0.00043801 0.0001889 0.000165505 0.000133642 0.000762193 0.00109459 0.000493908 0.000210496 0.000114459 8.63635e-05 0.00182008 0.00101449 0.000223911 0.00010055 0.000217762
threshold=0.3248100000000001 0.13528000000000004 0.10129000000000002 -0.56368999999999991 -0.082509999999999986 0.084955000000000017 0.10338500000000002 0.10049500000000001 -0.13895999999999997 0.087745000000000017 0.085860000000000006 0.088820000000000024 0.085755000000000012 -0.53447999999999996 0.088615000000000013 -0.025069999999999999 0.08623500000000002 0.085605000000000014 -0.087319999999999995 0.083715000000000026 0.080810000000000007 -0.086244999999999988 -0.077034999999999978 0.11296500000000002 -0.083284999999999984 0.089480000000000018 -0.076764999999999986 0.088425000000000017 -0.13309499999999996 0.084580000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -7 -5 10 18 -11 13 -13 16 -16 17 -15 19 -10 -21 -20 -23 -19 25 27 -26 -24 29 -28
right_child=-2 -3 -4 5 -6 7 -8 -9 9 11 -12 12 -14 14 15 -17 -18 23 21 20 -22 22 24 -25 26 -27 28 -29 -30 -31
leaf_value=-7.3436365055385978e-05 -0.00016414339365640088 0.00028200602502606456 -0.00019158851311658511 -0.00018581071920925751 0.00034060927609971261 0.00028177253261674196 -0.00025582106492947785 1.3720228497941907e-07 -0.00022091675184767796 0.00037719444016046409 -0.00033443689043291243 0.00029466413649391723 0.00037863813588046469 -0.00032885486798477363 1.9555673262563208e-05 -0.00054548020201289783 0.00021368223754204038 0.00019430330401519315 -0.00044736363971605898 -2.8943196749813592e-05 0.0009261246529474323 0.00029404481208530344 -1.3145698917300994e-06 -0.00013279596273407703 -0.00071809317320003184 0.00096472320810789833 9.5208233994333188e-05 -0.00035596563786384651 -9.4497696498006927e-06 -0.00025143854436464607
leaf_weight=20 23 21 20 25 24 20 20 26 37 27 34 22 20 20 34 23 30 20 25 28 21 24 162 23 20 20 193 20 2099 20
leaf_count=20 23 21 20 25 24 20 20 26 37 27 34 22 20 20 34 23 30 20 25 28 21 24 162 23 20 20 193 20 2099 20
internal_value=0 1.21862e-06 -6.97708e-07 5.51169e-07 0.000152407 -1.66644e-06 -3.59285e-06 0.000122587 -1.88109e-06 -3.07427e-07 -5.15054e-06 5.94685e-05 1.47883e-05 -2.75198e-05 -7.47735e-05 -0.000208441 7.15192e-06 -9.11958e-05 -9.55807e-07 0.000121678 0.000380372 -5.03884e-06 -7.15889e-07 1.93432e-05 -3.50762e-06 5.92188e-05 -8.94104e-06 -4.02872e-05 -2.80651e-06 6.26592e-05
internal_weight=0 3098 3077 3057 44 3013 2967 46 2947 2922 2703 219 192 172 150 57 93 63 2669 86 49 2583 2558 43 2534 202 2332 182 2312 213
internal_count=3121 3098 3077 3057 44 3013 2967 46 2947 2922 2703 219 192 172 150 57 93 63 2669 86 49 2583 2558 43 2534 202 2332 182 2312 213
is_linear=0
shrinkage=0.1


Tree=2488
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1186 1203 1211 1211 1182 1212 1212 403 2 403 1208 403 401 402 403 2 2 160 160 43 15 47 4 3 43 3 133
split_gain=6.2432e-05 0.000301587 0.000240624 6.60046e-05 6.37888e-05 7.18364e-05 0.000104874 8.27086e-05 8.06267e-05 0.000120491 8.40397e-05 0.000285159 0.000172746 0.000122706 0.000330927 0.000127481 0.000637363 0.000441131 7.47807e-05 0.000383744 0.00022908 0.000367313 0.00021744 0.000444375 0.00100967 0.000994611 0.000682114 0.000578399 0.00177179 0.000570173
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.086839999999999987 0.088155000000000011 0.12711000000000003 0.11541000000000001 0.087185000000000012 0.13713500000000003 0.11006000000000002 -0.5492149999999999 0.083935000000000023 -0.5425549999999999 0.10233500000000001 -0.52800499999999995 -1.0000000180025095e-35 -0.45015499999999992 -0.44023999999999991 0.085155000000000022 0.084985000000000019 -0.55248999999999981 -0.54200499999999985 -0.0037449999999999996 -0.099734999999999976 0.092165000000000011 0.053180000000000012 -0.014944999999999998 0.0034250000000000005 -0.082334999999999978 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 9 10 11 -3 -12 14 -14 16 -16 -17 19 22 -20 -22 -19 24 -24 26 27 28 -25 -29
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leaf_weight=21 21 25 27 174 68 26 21 21 21 24 20 24 25 33 21 26 28 573 25 24 20 1628 39 23 26 24 29 37 24 23
leaf_count=21 21 25 27 174 68 26 21 21 21 24 20 24 25 33 21 26 28 573 25 24 20 1628 39 23 26 24 29 37 24 23
internal_value=0 3.9139e-06 -5.11098e-05 -1.237e-05 1.15874e-06 -1.1572e-06 3.87952e-07 -1.30412e-06 2.10006e-07 1.71644e-06 -2.68638e-07 0.000129498 -2.66991e-06 -4.41739e-07 -2.87848e-06 6.43614e-07 -0.000159108 3.74866e-06 -5.21543e-07 2.4177e-05 -1.26568e-05 -8.09915e-06 1.23278e-05 9.56295e-05 -0.000124859 0.000185203 8.04655e-05 0.000197057 0.00045975 -8.71947e-06
internal_weight=0 2899 222 195 2878 2810 2784 2763 2742 2721 2697 49 2648 2628 2595 2570 49 2521 2495 822 1673 1648 798 225 65 160 136 107 47 60
internal_count=3121 2899 222 195 2878 2810 2784 2763 2742 2721 2697 49 2648 2628 2595 2570 49 2521 2495 822 1673 1648 798 225 65 160 136 107 47 60
is_linear=0
shrinkage=0.1


Tree=2489
num_leaves=31
num_cat=0
split_feature=471 1420 157 1429 1426 1426 154 12 130 11 52 52 2 155 155 157 156 1429 1419 475 13 484 4 1372 151 15 147 1348 1375 1
split_gain=5.79879e-05 8.50016e-05 0.000243413 8.33935e-05 0.000127615 0.000120959 7.27488e-05 8.26394e-05 0.000241529 7.53015e-05 0.000251716 0.000158789 0.000272324 7.202e-05 7.74957e-05 0.00011222 8.88866e-05 0.000100803 0.00010359 0.000108649 0.00084884 0.000553489 0.00025486 0.000239646 9.89934e-05 0.0001465 0.000143095 0.000228776 9.03534e-05 0.000147977
threshold=0.10693500000000002 0.056520000000000008 0.63397500000000007 -0.23752499999999996 -0.085619999999999988 -0.061919999999999996 0.085530000000000009 0.23631000000000002 -0.22562499999999999 0.095165000000000013 -0.078224999999999975 -0.56176499999999996 0.09580000000000001 0.12016500000000001 0.087925000000000017 0.099625000000000005 -0.092099999999999987 0.11475 0.088135000000000005 -0.085719999999999977 -0.085804999999999979 0.085740000000000011 -0.029144999999999997 -0.065504999999999994 0.099460000000000007 -0.043924999999999992 0.097985000000000017 0.089175000000000018 0.08517000000000001 0.093205000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 6 -8 -9 9 10 -12 13 -14 -15 15 -17 17 -19 -20 23 21 -23 -24 24 25 -27 -28 -29 29 -31
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leaf_weight=21 21 20 20 22 24 25 20 21 23 20 35 21 22 21 36 41 25 22 28 31 20 20 20 2353 32 35 29 20 53 20
leaf_count=21 21 20 20 22 24 25 20 21 23 20 35 21 22 21 36 41 25 22 28 31 20 20 20 2353 32 35 29 20 53 20
internal_value=0 -1.1219e-06 2.12459e-07 -2.06029e-06 -6.87984e-07 -2.43786e-06 -6.44854e-07 6.33871e-07 2.04007e-06 -6.03465e-07 -0.000116508 1.61616e-06 0.000187986 -1.35046e-06 3.03393e-08 9.89657e-05 -2.76117e-06 -1.17188e-06 -2.91799e-06 -9.02376e-07 0.000110334 -9.36511e-05 0.000121114 -4.5771e-06 -1.20688e-06 0.000118734 -4.45375e-06 -1.83559e-06 -4.61241e-06 -0.000114179
internal_weight=0 3100 3080 3060 3039 3017 2993 2973 2952 2927 55 2872 45 2827 2806 77 2729 2708 2686 2658 85 60 40 2573 2542 67 2475 2446 2426 73
internal_count=3121 3100 3080 3060 3039 3017 2993 2973 2952 2927 55 2872 45 2827 2806 77 2729 2708 2686 2658 85 60 40 2573 2542 67 2475 2446 2426 73
is_linear=0
shrinkage=0.1


Tree=2490
num_leaves=31
num_cat=0
split_feature=479 479 12 12 52 52 52 0 12 0 52 403 13 403 52 12 43 52 1210 4 132 393 394 1210 52 52 52 43 52 1452
split_gain=5.80009e-05 0.000101728 7.49125e-05 0.000150648 0.000206945 8.58403e-05 0.000226099 0.000574655 0.000357782 0.000331376 0.000291296 0.000494566 0.00020124 0.000172061 0.000161227 0.00062932 0.000269107 0.000181463 0.00021257 0.000283865 0.000183831 0.00178953 0.00100506 0.000162361 0.000165781 0.00101247 0.000399415 0.0002465 0.000225148 0.000155468
threshold=0.10769500000000001 0.088785000000000017 0.13043000000000002 0.23631000000000002 0.095415000000000014 0.091275000000000009 0.10160000000000001 -0.063634999999999983 0.095110000000000014 -0.08095999999999999 0.10611000000000001 -0.44023999999999991 -0.39067499999999994 0.084620000000000015 0.088185000000000013 0.087695000000000009 -0.041049999999999996 0.087765000000000024 -0.14175499999999996 -0.079764999999999989 -0.083284999999999984 0.10358500000000001 0.086685000000000012 -0.091799999999999979 0.084505000000000011 0.085540000000000019 0.086450000000000013 -0.0057949999999999989 0.081010000000000013 -0.073879999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 14 7 8 9 13 -8 -12 -13 -7 17 -16 -17 18 19 -1 21 -20 23 -22 28 -26 -27 -28 29 -25
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leaf_weight=20 41 34 35 23 24 28 39 20 23 20 21 28 427 20 36 24 31 21 125 20 21 20 22 20 28 25 26 25 33 1841
leaf_count=20 41 34 35 23 24 28 39 20 23 20 21 28 427 20 36 24 31 21 125 20 21 20 22 20 28 25 26 25 33 1841
internal_value=0 1.57285e-06 -3.47232e-07 9.39382e-05 0.000178566 -2.95567e-06 -3.5844e-05 -0.000165295 -5.8626e-05 -0.000173944 -7.94297e-06 -2.94704e-05 -7.57201e-06 -3.14488e-05 5.85018e-06 0.00013634 -7.64173e-05 5.65542e-07 3.32573e-06 0.000231772 -8.54433e-07 0.000107944 -8.58385e-06 -1.25866e-06 1.6486e-06 -0.000121277 6.8108e-05 -9.23976e-05 8.39849e-06 3.80727e-06
internal_weight=0 3080 3046 82 59 2964 626 111 91 68 515 476 455 48 2338 91 55 2247 2226 40 2186 145 2041 2019 1998 104 76 51 1894 1861
internal_count=3121 3080 3046 82 59 2964 626 111 91 68 515 476 455 48 2338 91 55 2247 2226 40 2186 145 2041 2019 1998 104 76 51 1894 1861
is_linear=0
shrinkage=0.1


Tree=2491
num_leaves=31
num_cat=0
split_feature=132 132 1203 401 402 401 402 390 42 403 12 1209 1210 1212 403 1212 1210 12 3 3 3 1185 1185 484 132 131 0 11 4 3
split_gain=6.78038e-05 0.00030662 0.000198929 7.12857e-05 0.000138649 0.000602318 0.000156084 6.93076e-05 8.56084e-05 6.6849e-05 0.000417473 0.000196926 8.83082e-05 0.000245812 0.000712501 0.000194817 0.000125918 0.000534855 8.20812e-05 0.000380683 0.00028301 0.000167708 0.000192973 0.000138908 0.000147024 0.000226991 0.000244758 0.000288939 0.000163989 0.000333534
threshold=-0.083174999999999985 -0.050879999999999988 0.089005000000000015 -0.47144999999999992 -0.44724499999999995 -1.0000000180025095e-35 -0.41596499999999997 0.087590000000000015 -0.012324999999999997 -0.53960999999999981 0.092355000000000007 -0.089214999999999989 -0.065674999999999983 0.086680000000000021 -0.0076149999999999994 0.09198000000000002 -0.0091799999999999989 0.087075000000000014 -0.094299999999999981 -0.096099999999999977 -0.092174999999999993 0.085905000000000009 0.090595000000000009 0.088000000000000009 0.096135000000000012 0.080385000000000012 -0.10836499999999999 0.080150000000000013 -0.008819999999999998 -0.14847999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -6 9 -9 10 -8 -11 13 14 -13 -15 17 -14 19 23 -20 -22 -23 24 25 26 27 -18 -28 -30
right_child=1 3 -4 4 6 -7 7 8 -10 11 -12 12 16 15 -16 -17 18 -19 20 -21 21 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-1.8039443660270012e-05 0.0003394966171105841 0.00016575681640041207 -0.00030765764588270238 -0.0004728216543549808 0.00028090369665733305 0.00018351421717347372 -0.00013936715090844351 0.00027750932844355702 -1.5079870354384185e-05 -0.0002331308343265256 0.00032636437384721116 0.00057254236769573442 0.00021999652599333786 -0.00028835005121601915 -0.0001821456983221155 9.355618573916966e-05 0.00044453760025950535 -0.0004247126758620594 -0.00038445126735496158 0.0004008703491072757 -1.0684051868770038e-05 0.00041612104047089821 -1.3065837926908651e-05 -0.00017709447567930121 0.00026545548664580563 -0.00029668244136370382 3.2603751406297202e-05 2.2962259341462366e-05 6.4447765635122781e-05 -0.0004127950762200204
leaf_weight=195 27 26 27 29 20 27 39 20 20 37 38 29 22 22 22 34 29 31 20 27 1926 20 22 35 25 22 234 37 32 27
leaf_count=195 27 26 27 29 20 27 39 20 20 37 38 29 22 22 22 34 29 31 20 27 1926 20 22 35 25 22 234 37 32 27
internal_value=0 4.07879e-06 -5.32633e-05 9.2549e-07 -5.80347e-07 -0.000156374 2.54669e-06 5.36896e-07 0.000131215 -1.3778e-06 9.04744e-05 -4.04369e-06 -8.03545e-07 8.81657e-05 0.000246991 -5.64784e-05 -4.59777e-06 -0.000157098 -1.30686e-06 3.63716e-05 -1.01768e-05 -6.37323e-06 0.000191309 1.40553e-05 3.05338e-05 1.51189e-05 3.42266e-05 0.0002082 -4.96198e-06 -0.000153952
internal_weight=0 2899 222 2872 2846 56 2790 2770 40 2730 77 2653 2616 107 51 56 2509 53 2456 468 1988 1968 42 441 406 381 359 66 293 59
internal_count=3121 2899 222 2872 2846 56 2790 2770 40 2730 77 2653 2616 107 51 56 2509 53 2456 468 1988 1968 42 441 406 381 359 66 293 59
is_linear=0
shrinkage=0.1


Tree=2492
num_leaves=31
num_cat=0
split_feature=1208 16 16 1208 15 132 400 1211 131 42 159 479 481 403 403 401 3 42 4 43 393 4 42 3 1212 1212 52 1213 43 402
split_gain=5.65815e-05 0.000260516 0.000244436 0.000125006 7.73059e-05 0.00141556 0.000997443 0.000248714 0.000143712 0.00056167 0.000370704 0.000178028 0.000162178 0.000163683 0.000282718 0.000133493 0.000131984 0.000123103 0.000270082 0.00024205 0.00011395 0.000109943 0.00011175 0.000182205 0.000105916 0.000434013 0.000318322 0.000590387 0.000801243 0.000106181
threshold=0.098655000000000007 -0.072359999999999994 -0.079734999999999986 0.08400500000000001 0.091650000000000023 -0.083284999999999984 -0.059294999999999994 0.11013500000000002 0.08956500000000002 0.090545000000000014 0.13810000000000003 0.097110000000000016 -0.073474999999999985 -0.34918499999999997 -0.037174999999999993 0.12463 -0.12018999999999998 0.09858500000000002 -0.076779999999999987 0.058875000000000004 0.10781 -0.082349999999999993 0.090395000000000017 -0.074084999999999998 -0.087464999999999987 -0.064959999999999976 0.088005000000000014 -0.087049999999999975 -0.0047449999999999992 0.12006000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 7 -6 -7 20 10 -10 11 12 -8 -14 -15 16 -16 19 -19 21 24 -18 23 -23 26 -26 27 28 -1 -27
right_child=1 -3 -4 -5 5 6 8 -9 9 -11 -12 -13 13 14 15 -17 17 18 -20 -21 -22 22 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.00027879813087170277 -1.5890812020465407e-05 0.00017303705659893847 -0.0004939015922718682 0.00024513465551925556 0.00076980756735429176 -0.00067631406349218679 0.00026356372446890243 -0.00027922164749311795 -0.00052562480478151143 0.00013994574203479715 0.00045036473738119557 -0.00024182812585175507 0.0002915791071635405 -0.00025900201103973411 0.0002449107947303792 0.00028923508885782213 -0.00014831735419907743 0.00039822973793932417 -4.6587480667371079e-05 -0.00037487864181111081 0.00016453705247840845 0.00036777944743252277 -0.00010732450779566232 -2.6812481693923478e-05 0.00046275299482431372 -2.999201566456627e-06 -0.00035068737440659397 -0.00045443207265634557 0.00048541818143669796 -0.00022371819465082478
leaf_weight=23 23 24 20 21 25 21 31 33 21 32 22 23 21 36 23 20 35 21 39 21 40 22 24 25 20 2344 35 20 34 22
leaf_count=23 23 24 20 21 25 21 31 33 21 32 22 23 21 36 23 20 35 21 39 21 40 22 24 25 20 2344 35 20 34 22
internal_value=0 -9.09049e-05 -0.000238221 1.99431e-06 3.10844e-07 3.79726e-05 -3.89441e-06 -6.45684e-06 3.00498e-05 -0.000123771 5.25085e-05 2.68404e-05 4.62724e-05 2.28019e-05 1.58263e-06 4.23698e-05 1.88588e-05 -8.94438e-06 0.000109099 -6.47127e-05 -2.91025e-06 -3.26471e-06 6.82401e-05 0.00015789 -5.59156e-06 -1.13029e-06 -0.000100632 1.30288e-05 0.00017705 -5.05153e-06
internal_weight=0 67 43 3054 3033 462 437 2571 416 53 363 341 318 287 266 230 210 187 60 127 2538 106 71 47 2498 2386 112 77 57 2366
internal_count=3121 67 43 3054 3033 462 437 2571 416 53 363 341 318 287 266 230 210 187 60 127 2538 106 71 47 2498 2386 112 77 57 2366
is_linear=0
shrinkage=0.1


Tree=2493
num_leaves=31
num_cat=0
split_feature=132 132 15 1203 51 4 1374 43 150 13 13 150 4 15 51 0 1210 2 51 0 160 120 40 12 46 10 4 0 33 14
split_gain=7.50779e-05 0.000270415 0.000239006 6.3621e-05 5.70535e-05 0.000178114 0.000246708 0.000170664 0.000137136 0.000109596 0.000232085 0.000140818 0.000175671 0.000383185 0.000177153 0.000152968 0.000403479 0.000266794 0.000172276 0.000196209 0.000132972 9.3411e-05 0.000344116 0.000103456 0.000322818 9.79644e-05 0.000480432 0.000645558 0.00012757 0.000100555
threshold=-0.083174999999999985 -0.050879999999999988 0.091475000000000015 0.088310000000000013 0.082455000000000014 0.033845000000000007 -0.035729999999999991 -0.04652499999999999 0.098740000000000008 0.10002500000000002 0.030370000000000005 0.088135000000000005 -0.0047449999999999992 -0.089549999999999991 0.094785000000000022 -0.083804999999999977 -0.00046999999999999993 0.088745000000000004 0.095375000000000015 -0.026509999999999995 -0.40698999999999991 1.0000000180025095e-35 -0.16692999999999997 0.12757000000000002 -0.043074999999999995 -0.0091199999999999979 0.053180000000000012 -0.10011499999999998 -1.0000000180025095e-35 -0.31455999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 21 6 -6 -7 9 10 11 12 13 -8 -14 17 -17 -15 -18 -20 -16 22 -3 24 -24 26 -26 -28 -27 -30
right_child=1 3 -4 -5 5 7 8 -9 -10 -11 -12 -13 14 15 20 16 18 -19 19 -21 -22 -23 23 -25 25 28 27 -29 29 -31
leaf_value=-1.5033082905446805e-05 0.00031928579011474977 0.00039858162895792964 -0.00031854044869154071 0.00011430133079334249 0.00037152344031077841 4.8497481766389687e-05 0.0004429850497007675 -0.00035511924334886399 -0.00022070821019951837 0.00021638672823818137 -0.00024492251629583606 0.0003126577430521138 -0.00032686970035960579 -0.00031555794191482511 -0.00015383011145193292 0.00048300169014096764 -0.00021777660062070937 0.00011338955283181035 0.00023392688927766035 -0.00011675844857732213 0.0001900528478224508 -0.00017913912442670536 0.00038452888284588144 -0.0002026486622290341 -0.00039884066358873889 0.00023432058726691391 0.00050647748229537342 -0.00022154388194582588 0.00012107993378299012 -1.1270796758420707e-05
leaf_weight=192 27 21 30 49 23 20 26 22 20 35 28 20 23 29 23 22 25 29 39 27 22 31 21 27 35 22 21 29 59 2124
leaf_count=192 27 21 30 49 23 20 26 22 20 35 28 20 23 29 23 22 25 29 39 27 22 31 21 27 35 22 21 29 59 2124
internal_value=0 4.29202e-06 -5.60476e-05 1.33072e-06 -6.30156e-07 3.27694e-05 5.37898e-05 -0.000162921 3.39315e-05 4.85659e-05 2.98e-05 5.67903e-05 3.74796e-05 8.53148e-05 -0.000101102 3.09322e-05 9.86929e-05 -0.000101084 5.78303e-06 9.04647e-05 1.42904e-05 -6.6812e-06 -4.41491e-06 -8.03464e-06 -5.76091e-06 -9.33999e-06 -0.000114684 8.42251e-05 -5.27909e-06 -7.69375e-06
internal_weight=0 2899 222 2872 2823 433 391 42 368 348 313 285 265 197 68 171 113 58 91 66 45 2390 2359 2338 2311 2290 85 50 2205 2183
internal_count=3121 2899 222 2872 2823 433 391 42 368 348 313 285 265 197 68 171 113 58 91 66 45 2390 2359 2338 2311 2290 85 50 2205 2183
is_linear=0
shrinkage=0.1


Tree=2494
num_leaves=31
num_cat=0
split_feature=132 1185 15 130 42 399 132 402 402 403 1205 403 12 1209 402 403 1210 15 15 15 52 52 479 160 481 403 16 2 133 4
split_gain=6.08132e-05 0.000250657 0.000193595 5.94824e-05 0.00014713 5.87116e-05 0.000101406 5.75945e-05 5.64633e-05 0.00032069 0.000228929 5.53963e-05 0.000369367 0.000198422 0.000932963 0.000209802 0.000103959 7.42081e-05 0.000460361 0.000184392 0.000154049 0.000397632 0.000197266 0.000343345 0.000225139 0.000323132 0.000161057 0.00040457 0.000245073 0.000157843
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.23647499999999996 0.15665000000000004 -0.065739999999999979 -0.019049999999999997 -0.085044999999999996 -0.45454999999999995 -0.072624999999999981 1.0000000180025095e-35 -0.53960999999999981 0.092355000000000007 -0.084519999999999984 -0.0078149999999999973 -0.52917499999999984 0.10944500000000001 0.091475000000000015 0.092715000000000006 0.090750000000000011 0.51358000000000004 0.41423000000000004 0.106285 -0.53908999999999996 -0.073474999999999985 -0.048229999999999988 -0.082179999999999989 0.094095000000000012 -0.032969999999999992 -0.081114999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 -5 -8 9 -7 11 12 -10 14 -13 -15 17 19 -19 -17 21 22 23 -20 -25 -26 27 -27 -28 -30
right_child=1 3 -4 4 -6 8 7 -9 10 -11 -12 13 -14 15 -16 16 -18 18 20 -21 -22 -23 -24 24 25 26 28 -29 29 -31
leaf_value=-1.3529772573406262e-05 0.00034809527070527632 -0.00017050500729965279 -0.0002866864452759425 -8.5382854958879765e-05 0.00026627189612814359 0.00034255170009730919 7.0402866422227822e-05 0.00031039138557389381 -0.0001252513996848556 -0.00011756889064351774 -0.0003407283389242366 0.00019849920383484431 0.00032568840619847728 0.00032310480877640658 -0.00062645123068180578 -4.1374982310814539e-06 -0.00022914143395610156 0.00039778320007661188 -0.00038953568353982911 -0.00028286590065060107 0.00021419544849550222 -0.00036183705793519039 0.00031640516993190564 0.00027889218108612113 -0.00030899327483590851 0.0004957377505585707 -0.00033957272804400421 -4.7400543780895536e-05 -7.7685000982859897e-05 0.00019717607843071727
leaf_weight=192 21 20 30 20 21 28 20 20 39 33 20 29 34 20 26 2145 20 33 21 24 32 30 21 32 30 24 20 32 45 39
leaf_count=192 21 20 30 20 21 28 20 20 39 33 20 29 34 20 26 2145 20 33 21 24 32 30 21 32 30 24 20 32 45 39
internal_value=0 3.86282e-06 -5.04428e-05 1.35105e-06 2.55368e-06 6.01589e-07 9.84705e-05 0.000190397 -1.51297e-06 9.3634e-05 -3.64992e-06 -1.14934e-06 8.47754e-05 -3.54069e-06 -0.000191477 4.84434e-07 -2.04791e-06 -2.51282e-07 4.1862e-05 -7.22163e-06 5.83322e-06 -1.68457e-05 2.23579e-05 -3.05359e-06 3.35055e-05 -7.82275e-06 4.86467e-05 0.000185373 -2.49751e-05 4.99291e-05
internal_weight=0 2899 222 2878 2858 2837 60 40 2777 61 2716 2696 73 2623 55 2568 2548 2528 359 2169 326 294 264 243 222 190 160 56 104 84
internal_count=3121 2899 222 2878 2858 2837 60 40 2777 61 2716 2696 73 2623 55 2568 2548 2528 359 2169 326 294 264 243 222 190 160 56 104 84
is_linear=0
shrinkage=0.1


Tree=2495
num_leaves=31
num_cat=0
split_feature=1208 0 1209 3 1209 1209 0 0 0 2 0 4 4 4 13 3 400 483 481 1453 42 1455 481 484 2 2 0 4 1371 159
split_gain=5.35642e-05 0.000241899 9.83075e-05 0.000673332 0.00012644 9.09559e-05 7.35357e-05 0.000513607 0.000379153 0.000944385 0.0003533 0.000216049 0.000601072 0.000468805 0.000575827 0.000420019 0.000515132 0.00024852 0.000394456 0.000277346 0.000689206 0.000196951 0.000201901 0.000321258 0.00016725 0.000835913 0.000683124 0.000482109 0.00038199 0.000359095
threshold=0.10383000000000002 -0.067094999999999988 -0.087714999999999987 -0.082334999999999978 -0.074484999999999982 0.10656 -0.082394999999999982 -0.082619999999999985 -0.081894999999999982 0.085345000000000018 -0.081674999999999984 -0.085719999999999977 -0.086849999999999997 -0.082594999999999988 -0.085034999999999986 -0.085709999999999995 -0.084549999999999986 -0.096724999999999992 -0.15447499999999997 -0.076539999999999983 0.084755000000000011 0.0034400000000000008 -0.081334999999999977 -0.081684999999999994 0.08647500000000001 0.087015000000000023 -0.14832499999999996 -0.078809999999999977 0.083235000000000017 -0.087039999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 6 7 11 9 -8 -10 12 -6 14 -13 -16 -17 -15 -19 20 -20 22 23 -21 26 -26 -24 -27 29 -29
right_child=1 -3 4 -5 5 -7 8 -9 10 -11 -12 13 -14 17 15 16 -18 18 19 21 -22 -23 24 -25 25 27 -28 28 -30 -31
leaf_value=0.00056847232682186936 -0.00025485071835444411 0.00016603922069242057 -0.00017934634166662223 -0.00018652223106646151 -1.3405557452108811e-05 0.00017228310311874075 0.00073340049787657335 -0.0004554862845400119 -0.00037461028017181288 -6.2208297124409398e-05 1.2611517282790712e-05 0.00069368730415590111 -0.00050633477270594089 0.00024059081346135109 -0.00015264721492909501 -2.4478378261185505e-05 0.00067674704128876332 -0.00045953564587762228 0.00012472350335883677 -5.9893063735216856e-05 -0.0006413208439682975 0.00016958845968359143 0.00060156835756060897 0.00046914705413986344 -0.00057530190418313804 -0.00045799336949130525 1.1202802089529642e-06 -0.00032248384814010934 0.00040905867366139621 -5.3808211237811531e-06
leaf_weight=21 36 22 39 27 109 31 25 26 24 37 1293 20 32 38 37 22 20 20 24 24 23 63 20 22 29 25 360 38 21 593
leaf_count=21 36 22 39 27 109 31 25 26 24 37 1293 20 32 38 37 22 20 20 24 24 23 63 20 22 29 25 360 38 21 593
internal_value=0 -9.52028e-05 1.80274e-06 0.000143788 -4.57722e-07 1.88658e-06 9.29369e-08 -1.47354e-05 1.69321e-05 0.000258602 5.55508e-06 -7.29416e-06 -0.000125276 4.59679e-06 0.000214366 9.30186e-05 0.000309438 -1.13779e-05 -1.89649e-05 -1.18704e-05 -0.000250149 -2.49877e-06 -1.20761e-05 0.000193126 -2.07679e-05 -4.95589e-05 3.27228e-05 -2.70381e-05 -1.05138e-05 -2.44774e-05
internal_weight=0 58 3063 48 3015 2976 2945 1566 1379 62 1317 1540 141 1399 99 79 42 1300 1262 1242 47 1195 1132 46 1086 706 380 677 652 631
internal_count=3121 58 3063 48 3015 2976 2945 1566 1379 62 1317 1540 141 1399 99 79 42 1300 1262 1242 47 1195 1132 46 1086 706 380 677 652 631
is_linear=0
shrinkage=0.1


Tree=2496
num_leaves=31
num_cat=0
split_feature=1213 1211 1211 1212 1213 1186 1211 12 402 401 1204 132 123 34 1 9 1 9 10 2 471 1429 11 156 157 4 1428 52 0 52
split_gain=5.56654e-05 5.99433e-05 9.27125e-05 0.000118757 0.000129263 0.000214051 0.000281845 0.000174013 8.96859e-05 0.000119682 8.12856e-05 0.000147382 0.000131852 9.34086e-05 0.000436983 0.000189935 0.000260712 0.000176256 0.00017484 0.000104665 7.27059e-05 8.0686e-05 0.000177736 0.000368588 0.000258096 0.000147021 9.65278e-05 0.000347652 0.000266735 0.000202884
threshold=0.51370000000000016 0.11986000000000001 0.11048500000000001 0.11579500000000002 0.11076500000000002 -0.11456499999999999 0.09993500000000001 0.087445000000000009 -0.45015499999999992 -0.06959499999999999 0.057120000000000011 -0.41127499999999995 -0.088149999999999992 -0.057544999999999992 0.099400000000000002 0.091905000000000014 0.13332000000000002 0.082870000000000013 -0.0087699999999999983 -0.0091949999999999983 0.10693500000000002 -0.23752499999999996 0.088215000000000002 0.12734000000000004 -0.49695999999999996 -0.095774999999999985 0.093045000000000017 -0.55692499999999978 -0.038659999999999993 -0.54663499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -6 -7 -10 11 -11 -13 14 -14 17 -17 19 -16 -15 21 -21 24 25 -23 -24 27 28 -26 -29
right_child=-2 -3 -4 -5 7 6 -8 -9 9 10 -12 12 13 15 18 16 -18 -19 -20 20 -22 22 23 -25 26 -27 -28 29 -30 -31
leaf_value=0.00032544908041018064 0.00016629588175419487 -0.00013512974590853307 0.00016708023361967537 0.00018439848491278314 -0.00038093229294255645 -0.00018164273189742947 -0.00037692551231884865 -2.3885954868045445e-05 0.00020358864537135154 0.00019913439563105066 -0.00019660825374081642 -0.00024020842468851935 0.00051302830921486021 -0.00023000356912234569 0.000124148657778278 -0.00044277991166935592 3.3356669123547725e-05 0.00028212154819894666 -0.00018089541785336813 -0.00020190897046859391 0.00018956839252496141 -0.00033845096983460955 -0.00018817942485759926 0.00047430289547871029 3.430187251069583e-05 0.00014117433101725483 -0.00019353836049469046 -0.00026763023182364376 0.00055076537275454028 -1.497985253055017e-06
leaf_weight=20 20 33 33 34 21 27 20 39 29 37 21 23 20 20 42 23 23 22 34 20 20 23 23 24 20 33 26 29 20 2342
leaf_count=20 20 33 33 34 21 27 20 39 29 37 21 23 20 20 42 23 23 22 34 20 20 23 23 24 20 33 26 29 20 2342
internal_value=0 -1.07252e-06 3.69425e-07 -1.44325e-06 -3.54875e-06 -5.84383e-07 -2.81672e-06 -0.000148852 -2.37553e-07 1.46667e-06 -5.93624e-07 8.63992e-07 -1.76823e-06 2.15895e-07 9.71288e-05 -3.27123e-06 -0.000204712 2.62816e-07 -1.23184e-05 -2.12214e-06 -3.5562e-07 -1.8394e-06 -2.6405e-07 0.000146424 -5.03438e-06 5.90404e-06 -1.88765e-06 1.7909e-07 0.000292534 -4.75308e-06
internal_weight=0 3101 3068 3035 3001 2941 2921 60 2901 2874 2845 2824 2787 2764 96 2668 46 2622 76 2600 2580 2560 2540 80 2460 56 2437 2411 40 2371
internal_count=3121 3101 3068 3035 3001 2941 2921 60 2901 2874 2845 2824 2787 2764 96 2668 46 2622 76 2600 2580 2560 2540 80 2460 56 2437 2411 40 2371
is_linear=0
shrinkage=0.1


Tree=2497
num_leaves=31
num_cat=0
split_feature=156 1429 1426 156 52 52 156 475 157 16 42 475 1429 11 475 1429 51 157 133 154 1429 12 130 16 16 12 43 3 52 12
split_gain=6.37098e-05 0.000151511 6.01515e-05 0.000305315 6.22604e-05 0.000166557 0.00014916 0.000114503 0.000594178 0.000556201 0.000353055 0.000234081 0.000119011 9.69236e-05 9.56899e-05 0.000122283 0.000331578 0.000224421 0.000255128 9.00109e-05 0.000225424 7.44921e-05 0.000201572 0.00010431 0.00040771 0.000239738 0.00022571 0.000293181 0.000342592 0.000221826
threshold=0.3248100000000001 -0.23166999999999996 -0.061919999999999996 0.096220000000000014 -0.55692499999999978 -0.55061999999999989 0.11182500000000002 -0.085719999999999977 -0.086394999999999986 -0.0087049999999999992 0.083935000000000023 -0.084894999999999984 -0.069929999999999978 0.079300000000000009 -0.084144999999999984 0.057970000000000008 -0.083574999999999997 -0.06482499999999998 0.087625000000000022 0.085530000000000009 -0.0091699999999999993 0.23631000000000002 -0.22562499999999999 0.15891500000000003 0.22339500000000004 0.11418000000000002 -0.011919999999999998 -0.094874999999999987 -0.40967499999999996 0.097145000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 13 8 -7 -10 -11 -9 -13 -4 -14 19 -17 18 -18 20 -16 22 -22 -24 -25 26 27 -26 -29 -28
right_child=-2 2 4 -5 5 7 -8 11 9 10 -12 12 14 -15 15 16 17 -19 -20 -21 21 -23 23 24 25 -27 29 28 -30 -31
leaf_value=0.00025151165991701421 -0.00016581848967294009 0.00014527307620959445 0.0001200059661641717 -0.00040066216366540179 -0.0002582898153923452 0.00056623237588527533 0.00032495579071110118 -0.00030778675543842839 -0.00032148482310326976 -1.0564176045591012e-05 0.00048342914315466971 0.00019441858931977844 0.00016665299454788593 -0.00016822546720504761 -0.0003362196480156854 -0.00043598197638251195 -0.00010128568970390621 -0.00026941277504262802 0.00028762682697795809 0.00021117054891874433 0.00028490985080134124 -0.00018676250793283719 6.5546410539889097e-06 -0.00037254229797933176 0.00021470145011335263 -0.00031727459496798242 5.2781125865591585e-05 -0.00041695976089007068 -1.8600927432999015e-05 0.00044124240786394309
leaf_weight=24 23 21 28 20 25 22 20 25 36 39 23 31 33 20 20 24 37 26 31 20 25 21 2259 36 32 23 49 30 77 21
leaf_count=24 23 21 28 20 25 22 20 25 36 39 23 31 33 20 20 24 37 26 31 20 25 21 2259 36 32 23 49 30 77 21
internal_value=0 1.23106e-06 -7.2298e-07 -0.000121037 9.03418e-07 -1.26634e-06 9.55114e-05 9.19231e-07 9.65877e-05 -8.84272e-06 0.000172691 -3.15177e-06 -4.26947e-07 -9.04644e-08 -2.61226e-06 -4.65758e-06 -0.000104233 -1.95305e-05 7.60127e-05 -1.6089e-07 -1.7909e-06 8.08619e-07 2.35211e-06 -4.43275e-07 -5.94294e-05 -1.0843e-05 2.28792e-05 -5.08678e-05 -0.00013029 0.00016932
internal_weight=0 3098 3074 41 3033 2965 68 2940 120 98 62 2820 2795 48 2764 2731 118 94 68 2613 2593 2573 2552 2527 268 232 209 139 107 70
internal_count=3121 3098 3074 41 3033 2965 68 2940 120 98 62 2820 2795 48 2764 2731 118 94 68 2613 2593 2573 2552 2527 268 232 209 139 107 70
is_linear=0
shrinkage=0.1


Tree=2498
num_leaves=31
num_cat=0
split_feature=130 10 0 40 121 33 10 16 15 31 15 49 16 1374 1373 1371 1212 1209 481 481 1429 472 3 3 2 3 12 474 12 3
split_gain=6.16696e-05 0.000139196 0.000171577 0.000109637 0.000154017 8.95535e-05 8.84366e-05 0.00133944 0.000602446 8.84549e-05 7.83827e-05 8.57951e-05 7.31823e-05 0.000458409 0.000289036 0.000236437 0.000220876 0.000278098 0.000264292 0.000460606 0.000201815 0.00044021 0.000199249 0.000589264 0.00034277 0.000315657 0.000288978 0.000605028 0.00135143 0.000374589
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 -0.081149999999999986 -0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 -0.10324499999999999 -1.0000000180025095e-35 0.23208000000000004 -0.18481499999999998 -0.010264999999999998 0.087855000000000016 0.075690000000000021 0.083235000000000017 0.041590000000000009 0.08456000000000001 -0.082304999999999989 -0.089024999999999979 0.083960000000000021 -0.065034999999999996 0.0051600000000000005 -0.0087149999999999988 0.084755000000000011 -0.020429999999999997 0.08598500000000002 0.085960000000000023 0.085250000000000006 -0.063074999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 7 8 -7 -8 11 -11 15 14 16 20 18 -18 19 -14 -13 -22 23 25 -24 26 27 28 -20 -28
right_child=1 3 -4 4 5 6 9 -9 -10 10 -12 12 13 -15 -16 -17 17 -19 22 -21 21 -23 24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00017503491821116771 -1.5474687859837321e-05 -0.00022902886874882306 0.0003937824679451296 0.00025804231453271904 -0.00018301967243469674 -0.00063086656346885404 -0.00015246469754343615 0.00057474305792899999 0.00011794446063937531 -0.00017641252540800321 0.00019643308951344807 1.2487496568790575e-05 -2.4721596855670216e-05 -0.00047337788273580376 0.00035516372521496602 0.00028542626884201682 -0.00051360249395656873 1.3747674238402398e-05 -0.00010279129370412027 0.0005709364890381473 0.0001074368102005489 -0.00049823775904466556 0.00045439999123031855 -0.00056743944158023666 2.0944566557832104e-05 0.00035199246343663187 1.541789611396236e-05 0.00025555314270667596 -0.00094566365094025332 -0.00034853446139701798
leaf_weight=20 21 21 20 23 27 22 39 34 21 28 20 1721 34 22 21 31 20 20 110 21 24 24 21 21 139 21 493 29 23 30
leaf_count=20 21 21 20 23 27 22 39 34 21 28 20 1721 34 22 21 31 20 20 110 21 24 24 21 21 139 21 493 29 23 30
internal_value=0 1.12889e-06 0.000184163 -1.32352e-06 2.4996e-07 -1.71596e-06 -7.82247e-08 0.000105702 -0.000265168 -2.87529e-06 -8.44665e-07 -2.22761e-06 -5.0118e-07 -2.18301e-05 -1.19257e-05 1.16444e-05 -1.97759e-05 -0.000249927 -1.0003e-05 0.000202711 6.84667e-06 -0.0001954 -2.31927e-05 -4.54273e-05 7.78356e-05 -2.99e-05 -4.16077e-05 -0.00015831 -0.000248551 -5.45891e-06
internal_weight=0 3101 41 3060 3039 3016 2989 77 43 2912 2873 2853 2825 1025 1003 1800 982 40 942 55 1769 48 887 727 160 706 685 162 133 523
internal_count=3121 3101 41 3060 3039 3016 2989 77 43 2912 2873 2853 2825 1025 1003 1800 982 40 942 55 1769 48 887 727 160 706 685 162 133 523
is_linear=0
shrinkage=0.1


Tree=2499
num_leaves=31
num_cat=0
split_feature=132 132 15 131 131 131 131 131 402 42 13 16 16 401 1213 1208 15 1210 15 15 1209 15 1212 1209 1447 1456 401 1212 15 4
split_gain=5.68608e-05 0.000228241 0.000156995 5.53623e-05 8.98814e-05 9.12049e-05 0.000114506 6.20311e-05 0.000220754 0.000125828 0.000266871 0.000220521 0.000117629 9.58915e-05 0.000316813 8.21448e-05 0.000263705 0.000168675 8.76324e-05 0.000409168 0.000281444 0.000263644 0.00072942 0.000362777 0.000352463 0.000622718 0.000250157 0.000297934 0.000287941 0.00114751
threshold=-0.083174999999999985 -0.066044999999999979 0.091475000000000015 0.13602500000000003 0.12681500000000004 0.11684000000000001 0.11863000000000001 0.099565000000000015 0.31278000000000006 -0.090989999999999988 -0.0075049999999999987 -0.0068949999999999992 -0.25582999999999995 0.11602000000000001 -0.083944999999999978 0.098655000000000007 0.090750000000000011 -0.094799999999999982 0.085730000000000015 0.086355000000000015 0.085875000000000021 0.087575000000000014 0.041590000000000009 -0.069599999999999981 -0.085684999999999997 0.075120000000000006 0.10493000000000001 0.086140000000000008 0.050935000000000008 -0.081114999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -7 8 13 -9 11 12 -11 15 -15 17 -17 -3 20 -20 26 22 -21 -23 -25 -26 27 28 -19 -30
right_child=1 3 -4 -5 -6 6 -8 9 -10 10 -12 -13 -14 14 -16 16 -18 18 19 21 -22 23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-1.5534952816172642e-05 0.00031083926824067022 0.00024485712399774487 -0.00026151953827744973 0.00012617251636194333 -0.00021161336888326335 0.00032056475145509473 -1.0042839924360372e-05 0.00015655416216759477 0.00033304403361398725 -0.00012114734050729091 -0.00044456877367338166 -0.00031213474087832895 0.00017665839796892317 5.2935675251463083e-05 -0.00041729460746232102 0.00016580523923039438 -0.00029437211384047811 2.7287291572568429e-06 0.00038309721632003859 -0.00047575459364452405 -0.00034177154768258336 0.00042669071142723708 0.00024001842882247126 0.00033161902786506449 3.020811586058102e-05 -0.00041401864882038142 -0.00033172602188247051 0.00023152968480846743 2.0144277138905109e-06 -0.00084930557248299012
leaf_weight=192 24 29 30 35 20 20 22 20 20 21 20 21 36 38 23 20 33 1678 32 35 25 23 24 34 439 34 23 54 76 20
leaf_count=192 24 29 30 35 20 20 22 20 20 21 20 21 36 38 23 20 33 1678 32 35 25 23 24 34 439 34 23 54 76 20
internal_value=0 3.73519e-06 -4.87761e-05 1.17154e-06 -3.6897e-07 1.12922e-06 0.000147389 -1.08206e-06 2.06525e-06 -7.20298e-05 -0.00011868 -3.51182e-05 6.69405e-05 -4.42169e-07 -0.000124364 2.48891e-06 -0.00012072 5.07406e-06 2.28923e-06 3.48499e-05 -8.48912e-06 1.59299e-05 -0.000184593 3.82522e-05 2.06307e-05 -1.72362e-06 -3.98774e-06 1.35884e-07 -6.90767e-06 -0.000175344
internal_weight=0 2899 222 2875 2840 2820 42 2778 2660 118 98 78 57 2640 61 2579 53 2526 2497 621 1876 589 59 530 507 473 1851 1828 1774 96
internal_count=3121 2899 222 2875 2840 2820 42 2778 2660 118 98 78 57 2640 61 2579 53 2526 2497 621 1876 589 59 530 507 473 1851 1828 1774 96
is_linear=0
shrinkage=0.1


Tree=2500
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1204 2 12 13 393 4 393 33 12 12 4 12 9 9 11 1208 1208 403 2 402 1213 41 11 1212 43 15
split_gain=5.53835e-05 0.00168543 0.00108548 0.000211257 7.09268e-05 0.000256548 0.000247206 0.000160743 6.0337e-05 0.000136406 8.45808e-05 7.3762e-05 7.39869e-05 0.000161817 0.000151165 0.000110993 0.000104121 0.000309547 9.16042e-05 8.5888e-05 0.000192311 0.000147681 0.000502706 0.000201945 0.000847674 9.42354e-05 0.000214016 9.40709e-05 0.000269605 0.000355263
threshold=-0.083284999999999984 0.10450500000000001 -0.087384999999999977 0.089480000000000018 -0.016569999999999994 0.080205000000000012 0.093965000000000007 -0.0062949999999999994 0.092175000000000021 -0.07958999999999998 0.085435000000000011 -0.044254999999999996 0.11650500000000001 0.12757000000000002 -0.011884999999999998 0.11472500000000001 0.092235000000000011 0.086220000000000005 -1.0000000180025095e-35 0.11846000000000001 0.10383000000000002 -0.53960999999999981 0.083715000000000026 0.13775000000000001 -0.083944999999999978 0.08690500000000001 0.083010000000000014 0.10167000000000001 0.05259500000000001 0.089165000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 7 -7 10 -10 11 -6 15 -14 -15 16 17 18 -13 20 21 22 -20 25 -25 27 -27 -23 29 -29
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leaf_value=-5.0148205054786016e-06 -0.00073782445280812681 0.00092356591791030961 0.00036896377763090036 -0.00034769596459227614 0.00018525681038486906 2.5318986211329632e-05 0.00028566086955834181 -0.00034067660010242396 4.7117217858929352e-05 -0.00030996765401141601 0.00016740105420467446 -0.00021672557253623383 0.00025497997728442506 0.00013845390537942483 -0.00014551062547405691 -0.00022996172417399726 0.00017209519430638688 -0.0003985428635496646 0.00054128575526798766 0.00019952689957184098 -0.00025106759384206889 -6.530648333830031e-06 -0.00010595607569224999 0.00023574875667691232 -0.00065248583401130008 0.0003750116413963648 -7.1298438491463795e-05 -1.1613684764597566e-05 -8.5548386299418982e-05 0.00058442557361559021
leaf_weight=179 20 20 24 20 21 28 20 21 23 20 30 20 35 37 38 22 33 20 21 21 31 2225 28 21 22 21 22 20 38 20
leaf_count=179 20 20 24 20 21 28 20 21 23 20 30 20 35 37 38 22 33 20 21 21 31 2225 28 21 22 21 22 20 38 20
internal_value=0 4.8492e-05 -3.65945e-06 -3.94551e-05 1.43538e-06 8.73449e-05 -1.06096e-05 -0.000131536 -1.4293e-06 -0.000118969 4.11271e-07 -1.43324e-06 -2.88797e-06 7.74335e-05 -5.42146e-06 -6.3059e-06 -4.38611e-06 -6.68804e-06 -3.56569e-06 -1.85357e-06 -3.5664e-06 -4.19339e-07 0.000171433 -3.94415e-06 -0.000218697 -7.93462e-09 0.000146667 -2.74655e-06 0.000105197 0.000286406
internal_weight=0 219 2902 199 2882 93 69 49 2789 43 2746 2716 2695 110 75 2585 2563 2530 2510 2490 2469 2438 49 2389 43 2346 43 2303 78 40
internal_count=3121 219 2902 199 2882 93 69 49 2789 43 2746 2716 2695 110 75 2585 2563 2530 2510 2490 2469 2438 49 2389 43 2346 43 2303 78 40
is_linear=0
shrinkage=0.1


Tree=2501
num_leaves=31
num_cat=0
split_feature=132 1185 15 1213 12 12 12 1213 401 13 133 3 1210 401 1210 1212 1212 1210 1210 1204 130 402 0 402 16 403 403 4 2 0
split_gain=5.62824e-05 0.00027286 0.000126407 5.75912e-05 0.000266335 0.000240976 0.000315945 0.000167078 9.31757e-05 0.0003565 0.000220996 0.000135341 0.000103201 0.000160609 0.000261124 0.000114065 0.000170072 0.00027328 0.000208894 0.000120599 0.000123098 9.16427e-05 0.000260085 0.000249373 0.000149555 7.01518e-05 0.000178513 0.000377961 0.000177529 0.000316535
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.24064499999999997 0.094835000000000017 0.090345000000000023 0.087445000000000009 -0.15413999999999997 -0.06959499999999999 -0.066634999999999986 0.51114000000000004 -0.077354999999999993 0.24726500000000004 0.11683 -0.14310999999999999 -0.094469999999999985 -0.089079999999999979 -0.090569999999999998 -0.081959999999999991 -0.016569999999999994 0.086055000000000006 -0.087759999999999991 -0.068944999999999992 -0.019914999999999995 -0.080344999999999986 0.085640000000000008 0.0033700000000000002 -0.064054999999999987 0.085345000000000018 -0.080869999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 3 -4 7 -6 -7 -8 8 10 11 -12 -13 -14 -15 15 16 17 18 19 21 -22 23 -24 25 -26 28 27 -29 29 -31
leaf_value=-1.8699728104820679e-05 0.00036287055395188789 9.977448471545359e-05 -0.00023942470472926899 0.00026106249913573269 -0.000399710237106774 0.00029843298384332143 -0.00039251042875217867 0.00034554150660759273 -0.00028240304568360883 -0.00025774692916126122 -0.00024444092249157966 0.00010168180233449675 0.00021734073366546497 0.00022250831475503221 -0.00020374721751539729 0.00029334024904528635 -0.00033525270240109727 0.00031787242263644225 1.9578514603023051e-05 -0.00017011686662347832 0.00031722498921832689 0.00034413490682796001 -0.00041973704879637812 -1.7753162233009005e-06 0.0001793631510809064 0.00024461518697535214 -0.00051685873278897601 3.2599681750775012e-05 -0.00015283110069503892 0.0002414295208609474
leaf_weight=192 21 32 30 25 20 21 22 35 33 22 37 20 22 32 27 20 24 21 33 24 24 21 20 2138 25 40 21 31 56 32
leaf_count=192 21 32 30 25 20 21 22 35 33 22 37 20 22 32 27 20 24 21 33 24 24 21 20 2138 25 40 21 31 56 32
internal_value=0 3.71613e-06 -4.85274e-05 1.09548e-06 -7.5469e-05 1.09953e-05 -0.000100786 3.70907e-06 1.37628e-06 0.000109833 -1.73867e-06 -8.65904e-05 1.6577e-06 -1.52002e-07 -2.90302e-06 7.04139e-07 2.88603e-06 5.71655e-07 3.81372e-06 1.13817e-06 0.000144903 -2.26491e-06 -0.000115847 1.08575e-06 8.18926e-06 -2.02211e-06 -6.22789e-06 -0.000189297 6.9936e-05 -9.4636e-06
internal_weight=0 2899 222 2878 95 75 54 2783 2758 77 2681 42 2644 2622 2590 2557 2530 2510 2486 2465 57 2408 69 2339 49 2318 2190 52 128 88
internal_count=3121 2899 222 2878 95 75 54 2783 2758 77 2681 42 2644 2622 2590 2557 2530 2510 2486 2465 57 2408 69 2339 49 2318 2190 52 128 88
is_linear=0
shrinkage=0.1


Tree=2502
num_leaves=31
num_cat=0
split_feature=130 40 132 1203 1185 50 3 0 400 0 52 398 471 153 473 16 2 1 155 52 52 16 1 12 43 159 12 12 43 2
split_gain=5.67309e-05 0.000141882 5.74445e-05 0.00175629 0.000970069 0.000308143 6.04587e-05 0.000117928 0.000112198 0.000103749 9.17169e-05 7.79463e-05 5.45237e-05 0.000138727 8.28094e-05 7.96351e-05 0.00032009 0.000509978 0.000166131 7.88202e-05 0.000121852 7.32043e-05 0.000186447 0.000244968 0.00060825 0.000248972 0.000293984 0.000564776 0.000173232 0.000171912
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 6 8 9 10 -8 -3 -10 13 14 -6 18 -17 -18 19 -16 -21 -22 23 25 -25 26 27 29 -24 -23
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leaf_weight=20 27 45 22 23 20 20 21 20 23 21 22 24 30 20 38 20 35 25 26 35 2244 108 27 29 23 38 20 31 32 32
leaf_count=20 27 45 22 23 20 20 21 20 23 21 22 24 30 20 38 20 35 25 26 35 2244 108 27 29 23 38 20 31 32 32
internal_value=0 1.08274e-06 -9.21929e-07 4.84356e-05 -4.70802e-06 -4.85734e-05 -6.30581e-06 7.3169e-05 -4.9529e-05 -2.20017e-05 3.35617e-05 -0.000167977 4.28702e-07 -1.00652e-06 8.79421e-07 -5.88179e-07 -9.89049e-05 -0.000214391 2.34337e-06 -1.18172e-07 1.95649e-06 -5.53869e-07 -4.37947e-05 -7.77268e-05 -0.000273665 -3.32344e-05 1.32741e-05 -2.91548e-05 0.000117814 5.63631e-05
internal_weight=0 3101 3074 219 2855 196 176 62 114 42 67 47 2833 2803 2783 2763 80 60 2683 2657 2619 2584 340 281 52 229 191 171 59 140
internal_count=3121 3101 3074 219 2855 196 176 62 114 42 67 47 2833 2803 2783 2763 80 60 2683 2657 2619 2584 340 281 52 229 191 171 59 140
is_linear=0
shrinkage=0.1


Tree=2503
num_leaves=31
num_cat=0
split_feature=479 479 483 158 43 1374 1375 1371 151 49 401 1213 4 15 13 43 128 3 130 133 16 52 49 52 12 4 52 151 43 13
split_gain=5.65071e-05 9.19954e-05 6.35062e-05 0.00023961 6.59432e-05 0.00045567 0.000428657 0.000267984 0.000182401 0.000220886 0.00015051 0.000181536 0.000161545 0.000338703 0.000256026 0.000364293 0.000244517 0.000133021 0.000174937 0.00026159 0.000153327 0.000153976 0.000220819 0.000151738 0.00012517 0.000166668 0.000115356 0.000115307 0.000129577 0.00012024
threshold=0.10769500000000001 0.088785000000000017 -0.47356499999999996 0.13634500000000002 -0.085594999999999991 0.088035000000000016 -0.092319999999999985 0.083235000000000017 -0.090769999999999976 -0.0049799999999999992 0.11769000000000002 0.031805000000000007 -0.010024999999999997 -0.095869999999999983 -0.082759999999999986 -0.095049999999999982 0.086435000000000012 -0.10831999999999999 0.090185000000000015 -0.0036349999999999998 -0.078464999999999993 -0.0087299999999999982 -0.081604999999999997 0.092965000000000006 0.085355000000000014 -0.14098499999999997 -0.14715499999999998 -0.5413699999999998 -0.085154999999999995 0.11596500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 27 9 -8 11 12 17 -14 -15 16 -16 23 19 -19 -21 22 -22 24 -10 -26 -24 -6 -29 -30
right_child=-2 -3 3 -5 7 -7 8 -9 10 -11 -12 -13 13 14 15 -17 -18 18 -20 20 21 -23 26 -25 25 -27 -28 28 29 -31
leaf_value=-0.00015899962349794807 -0.00011662408466313871 0.00016513359548886965 -0.00044530155719257891 0.00034602133488078837 0.00022784909316604692 0.00044557061744853859 0.00041050126288050357 -0.00032228416573532205 0.00021800248469408721 1.2274064980980862e-05 0.00027025354294372457 -0.00025051615469107803 0.00011594214792877659 -0.00042975147599853315 -8.1527831879122045e-05 0.00020067801638409341 -0.00051159234193619339 -0.00026090447367592293 0.00030630501910179327 0.000302413394638279 0.00035387470947923784 -0.00010966235939505215 0.00014377708206526362 -0.00028232782380655408 -0.00028209882023345147 5.5670821423821819e-05 -0.00017134021798570064 -0.00022952076811074784 -7.4278903274434969e-06 0.00021309389441739768
leaf_weight=25 41 34 20 20 21 25 26 27 24 30 21 28 67 28 39 30 20 22 35 32 29 38 26 20 21 48 21 26 2252 25
leaf_count=25 41 34 20 20 21 25 26 27 24 30 21 28 67 28 39 30 20 22 35 32 29 38 26 20 21 48 21 26 2252 25
internal_value=0 1.55246e-06 -2.73462e-07 1.04006e-06 -1.25905e-06 2.69327e-05 1.01872e-05 -9.05344e-06 2.52446e-05 0.000197165 7.70811e-06 -2.73404e-06 1.11418e-05 -6.33479e-05 -0.000166018 -8.3046e-05 -0.000227312 5.45155e-05 0.000102922 6.05511e-05 0.00010899 5.46952e-05 0.000136874 -3.24458e-05 2.12923e-05 -4.71286e-05 2.97999e-06 -5.41436e-06 -7.54138e-06 -5.0067e-06
internal_weight=0 3080 3046 3021 3001 650 625 2351 605 56 549 528 500 184 117 89 59 316 203 168 146 114 76 113 93 69 47 2324 2303 2277
internal_count=3121 3080 3046 3021 3001 650 625 2351 605 56 549 528 500 184 117 89 59 316 203 168 146 114 76 113 93 69 47 2324 2303 2277
is_linear=0
shrinkage=0.1


Tree=2504
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1 1 1 1208 403 160 13 13 481 1374 151 0 13 42 403 1213 16 3 1374 42 4 13 4 2 1209 0 129
split_gain=5.45953e-05 0.000316633 0.000191251 5.5889e-05 0.000385481 0.000299464 0.000190325 0.000392278 0.000157233 0.00015227 0.000602302 0.00057737 0.000482641 0.000415957 0.000292601 0.000786897 0.000477931 0.000428841 0.00039936 0.00068101 0.000476975 0.000279071 0.00026784 0.000264521 0.00171456 0.000443618 0.000377298 0.00033143 0.000302196 0.000474974
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.081315000000000012 0.079415000000000013 0.083135000000000014 0.10233500000000001 -0.45015499999999992 -0.54200499999999985 -0.086254999999999984 -0.085744999999999988 -0.086484999999999992 0.086000000000000007 -0.091299999999999978 -0.097024999999999986 -0.10278499999999999 0.090990000000000015 -0.085994999999999988 -0.0096849999999999974 -0.079109999999999986 -0.081334999999999977 0.084595000000000017 0.087505000000000013 -0.085594999999999991 -0.053889999999999993 -0.084369999999999987 0.083995000000000014 -0.074484999999999982 -0.082724999999999979 0.085395000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 9 -5 7 -7 -9 12 -11 -12 13 -3 15 -15 17 -16 22 20 -20 23 -19 24 -13 -25 -27 -28 29 -26
right_child=1 3 -4 5 -6 6 -8 8 -10 10 11 21 -14 14 16 -17 -18 18 19 -21 -22 -23 -24 25 28 26 27 -29 -30 -31
leaf_value=-1.3257145019918263e-05 0.00039055187011226305 -0.00039693868205520604 -0.00029723116679599993 -0.00036395289995804587 0.00041165259296273391 -0.0004310521543216469 0.00029111498526097939 0.00024835601810385319 -9.9999319863826356e-06 -0.00042579346952740762 0.0003898639908780948 -0.00096228179283484459 0.00053964892515523388 0.00012098062456198881 -0.00029405842389678582 -0.00053438631236661291 0.00045034326127885534 6.0349399329326755e-05 0.00089335245022084577 6.2141063900852925e-05 0.000218597651374611 -0.00037301768593135339 -0.00037420969323568941 0.00038590543426835215 -0.00039671307171468078 -0.00040224930694834758 -0.00035580249582974082 2.9776939277482975e-05 8.2134404916270473e-05 0.0002026826795190573
leaf_weight=195 21 21 27 24 24 22 21 24 1274 34 37 21 20 53 30 28 36 37 20 103 22 21 23 32 39 22 23 725 122 20
leaf_count=195 21 21 27 24 24 22 21 24 1274 34 37 21 20 53 30 28 36 37 20 103 22 21 23 32 39 22 23 725 122 20
internal_value=0 3.66002e-06 -4.77945e-05 8.36972e-07 1.40732e-05 -1.38344e-05 -7.56831e-06 -1.23201e-05 -5.22293e-06 7.66495e-06 -1.14843e-05 1.77988e-06 6.10683e-05 3.54072e-05 6.12005e-05 -0.000105566 0.000111046 5.90684e-05 0.000110746 0.000200529 0.000539909 -1.2229e-05 -0.000106232 -4.68263e-06 -0.000106959 2.10777e-05 5.91602e-06 1.79209e-05 -7.72242e-06 -0.000193528
internal_weight=0 2899 222 2878 1513 1365 1341 1320 1298 1489 1096 1062 393 373 352 81 271 235 205 145 42 1025 60 1004 202 802 770 748 181 59
internal_count=3121 2899 222 2878 1513 1365 1341 1320 1298 1489 1096 1062 393 373 352 81 271 235 205 145 42 1025 60 1004 202 802 770 748 181 59
is_linear=0
shrinkage=0.1


Tree=2505
num_leaves=31
num_cat=0
split_feature=160 160 160 479 480 1447 12 1447 1447 2 1447 1447 1447 480 51 1419 1420 156 160 157 12 157 1371 159 1456 2 12 160 157 475
split_gain=5.87297e-05 8.60456e-05 8.34841e-05 0.000140946 0.000100908 7.88869e-05 0.000564097 0.000658737 0.00052525 9.36311e-05 8.50271e-05 0.000113638 6.2261e-05 0.000132858 0.000130073 7.52335e-05 0.000220678 0.000180486 9.79349e-05 0.000326808 0.00107066 0.000567197 0.000320851 0.00024642 0.000218344 0.000304059 0.000206998 0.000196857 0.000204574 0.000171016
threshold=-0.57146499999999989 -0.55248999999999981 -0.54200499999999985 0.10061500000000002 -0.089354999999999976 -0.085709999999999995 0.083985000000000018 -0.086849999999999997 -0.084549999999999986 0.087415000000000007 -0.082659999999999997 -0.075484999999999983 -0.051529999999999992 0.095525000000000013 -0.46280499999999997 0.086505000000000012 -0.078999999999999987 -0.077649999999999983 -0.089549999999999991 -0.087424999999999989 0.086305000000000007 -0.086394999999999986 0.083235000000000017 -0.47115499999999993 -0.077769999999999992 0.089725000000000013 0.092355000000000007 -0.085024999999999989 -0.07797999999999998 0.05680000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 9 -7 -8 -10 -12 -13 14 -14 16 -16 -17 -18 20 -20 -21 23 -23 25 -25 -22 28 -26 -29
right_child=1 2 3 -5 5 8 7 -9 10 -11 11 12 13 -15 15 17 18 -19 19 21 26 22 -24 24 27 -27 -28 29 -30 -31
leaf_value=0.00015265546673617794 -0.00018238600056905014 0.00015849843197925526 0.00020104233233723793 -0.00019540016073733569 0.00045581279619784316 -0.00047960093867479138 -1.2207019608467817e-05 -0.00055169961655337824 0.00015739355243139848 0.00027984676220828828 -0.00018906959035120964 0.00015755598404211925 0.00023821061113267207 -0.00020354545449663419 -0.00033396443017409184 0.0002541469980496913 5.3868730494633343e-05 -0.00011137483895502308 -0.00071819036588917872 0.00052979791653342547 0.00030039007206574924 -0.00035044106843997727 -0.00035435799009064795 0.00037411185775353161 0.00044278957284404896 -8.5401085076834227e-05 -0.00010623549650547156 -4.5057496512842055e-06 -9.5085977591224953e-06 -0.0002983279564068653
leaf_weight=25 26 33 25 37 29 23 21 20 34 23 32 25 23 32 20 35 294 22 27 20 21 20 26 36 20 24 31 2077 20 20
leaf_count=25 26 33 25 37 29 23 21 20 34 23 32 25 23 32 20 35 294 22 27 20 21 20 26 36 20 24 31 2077 20 20
internal_value=0 -1.23268e-06 3.01513e-07 -1.41745e-06 9.75001e-07 -7.06237e-07 8.99431e-05 -7.58416e-05 -3.63142e-06 0.000140457 1.97642e-07 -1.69427e-06 4.52526e-07 -9.664e-07 1.40295e-06 -6.04638e-07 -3.04416e-06 0.000113068 -5.33381e-07 -7.36268e-06 -0.000207294 -3.83187e-07 -5.11062e-06 -1.0148e-06 2.16614e-06 0.000190307 5.79787e-05 -3.11623e-06 0.00021664 -7.30806e-06
internal_weight=0 3096 3070 3037 3000 2975 93 64 2882 44 2859 2825 2793 2768 2736 2713 2656 57 2636 2342 79 2263 2243 2217 2197 60 52 2137 40 2097
internal_count=3121 3096 3070 3037 3000 2975 93 64 2882 44 2859 2825 2793 2768 2736 2713 2656 57 2636 2342 79 2263 2243 2217 2197 60 52 2137 40 2097
is_linear=0
shrinkage=0.1


Tree=2506
num_leaves=31
num_cat=0
split_feature=1209 1209 3 401 1209 1209 403 484 481 43 52 2 4 16 42 1211 1212 12 1210 43 131 403 132 43 1204 4 132 1 131 1210
split_gain=5.60727e-05 8.44184e-05 0.000296759 8.68655e-05 0.000230977 9.79445e-05 6.04529e-05 0.000565218 0.00111462 0.000282227 0.000468868 0.000372649 0.000429316 0.000280005 0.000313227 0.000203214 0.000196357 0.000461762 0.00015699 0.000148057 0.00018793 0.00014241 0.00012222 0.00251364 0.00199138 0.000350532 0.00014914 0.000225073 0.000102026 9.58517e-05
threshold=-0.14444499999999996 -0.084519999999999984 -0.081734999999999988 0.13699500000000003 -0.069599999999999981 -0.025744999999999997 -0.084339999999999984 -0.081614999999999979 -0.082049999999999984 0.055925000000000009 0.12603000000000003 0.094215000000000007 0.058735000000000009 -0.095564999999999983 0.11747 0.087635000000000005 0.086920000000000011 0.087075000000000014 -0.00092999999999999995 -0.0087399999999999995 0.10340500000000001 -0.083444999999999991 -0.083284999999999984 -0.011694999999999999 -0.082199999999999981 -0.069999999999999993 -0.41127499999999995 0.094385000000000011 -0.16990499999999997 -0.063274999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 7 -7 -9 10 11 13 -13 -10 15 16 18 -18 -15 20 -20 -8 23 -23 -24 -25 28 -28 -27 -26
right_child=1 3 -4 -5 5 6 21 8 9 -11 -12 12 -14 14 -16 -17 17 -19 19 -21 -22 22 24 25 29 26 27 -29 -30 -31
leaf_value=0.00016690327622200131 -0.00038130874090711589 0.00031148868753613594 0.00011598334118995506 -0.00018850540873245337 -0.00021518161582727253 -0.00044590148123540494 -0.00027008049684809518 0.00077311079173038408 -0.00034046095546121557 0.00034978496223629922 -0.00045619607636971141 0.00058759810781339183 6.3171206555260279e-06 0.00031660027646770084 -0.0003640476561849937 0.00031770269054231907 -0.00045537316920952158 7.3979611624963584e-05 -0.00012716536032966077 0.00024387990124523641 0.00016352773943383779 0.0011294785511563534 -0.00095473556932781575 -0.00045916800991108175 0.0001653467183600047 -3.6255904415156696e-05 2.0753418042975524e-05 -0.0003810744117072318 0.00026416629040725708 -1.3809457589320511e-06
leaf_weight=20 24 24 24 24 21 23 20 21 24 25 21 24 27 24 20 25 26 45 61 27 35 20 22 20 35 20 46 20 26 2327
leaf_count=20 24 24 24 24 21 23 20 21 24 25 21 24 27 24 20 25 26 45 61 27 35 20 22 20 35 20 46 20 26 2327
internal_value=0 -1.07645e-06 -0.000132663 9.92384e-07 2.49385e-06 2.60061e-08 1.54054e-06 3.63236e-05 6.37092e-05 2.49138e-05 2.29047e-06 3.07763e-05 0.000279861 -1.34861e-05 1.63519e-05 4.76605e-05 1.66923e-05 -0.000119868 8.265e-05 3.70011e-05 -2.11835e-05 -4.28385e-06 -2.18767e-06 8.47539e-05 -7.73092e-06 -7.35378e-05 -4.67523e-06 -0.000101013 0.000133548 1.08962e-06
internal_weight=0 3101 48 3053 3029 3005 2984 428 405 384 359 338 51 287 263 243 218 71 147 123 96 2556 2536 152 2384 132 112 66 46 2362
internal_count=3121 3101 48 3053 3029 3005 2984 428 405 384 359 338 51 287 263 243 218 71 147 123 96 2556 2536 152 2384 132 112 66 46 2362
is_linear=0
shrinkage=0.1


Tree=2507
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1204 2 13 42 150 151 151 1365 151 48 48 2 1374 48 151 42 15 151 48 43 16 15 16 4 16 3 47
split_gain=5.47099e-05 0.000258188 0.000170989 6.22657e-05 0.000186089 0.000211958 0.000171971 5.58863e-05 0.000144249 0.000170906 9.82947e-05 8.64881e-05 7.09156e-05 0.000249119 0.000330377 0.00022833 0.000209807 0.000145859 0.000484199 0.001265 0.00019038 0.000245208 0.00013671 0.000136633 0.000387454 0.000427297 0.000380606 0.000201608 0.000124882 0.000110114
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.016569999999999994 0.080205000000000012 -0.011914999999999999 -0.067534999999999998 -0.088479999999999989 -0.0064299999999999991 -0.081989999999999993 0.08617000000000001 -0.29526499999999994 0.087215000000000015 0.089025000000000007 0.088930000000000023 -0.096434999999999979 0.090225000000000014 -0.090064999999999992 0.083995000000000014 -0.026084999999999994 -0.08688499999999999 0.084670000000000009 0.097930000000000017 -0.073404999999999984 -0.083359999999999976 -0.087659999999999988 0.0067750000000000006 -0.059624999999999991 -0.023499999999999997 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 -7 8 9 11 12 -5 15 14 -14 -9 -15 18 19 -17 -19 29 23 24 25 26 -18 -25 -28 -22
right_child=1 3 -4 7 5 6 -8 10 -10 -11 -12 -13 13 16 -16 17 22 20 -20 -21 21 -23 -24 27 -26 -27 28 -29 -30 -31
leaf_value=-1.5188016486717972e-05 0.00035302906263885757 0.00032839917909333727 -0.00028369840675387188 -7.3074138699666944e-05 0.0002634736926795865 -0.00032257428445683965 6.0775171965360639e-05 -0.00027907941144921124 0.0002916147123829907 -0.00024529100039217156 -0.00021478295596104796 0.00018503278473429885 0.00052176293253939114 -0.00027071471163071694 -3.3962167399295141e-05 -0.00017483733458432434 0.00053296156402211643 -0.00028003897336580287 -0.00018762372571720998 0.00075919262129398957 -1.7647210016220678e-05 0.00026692841524891266 -0.00019142262636495828 -0.00027790448863621958 0.00050847630601228127 -0.00033444819178523336 0.00017255034617846832 3.1940520790656249e-05 -0.00010256024568275969 8.2635961308400948e-05
leaf_weight=195 21 23 27 20 21 22 25 31 23 20 22 37 23 25 20 29 20 26 33 29 1952 32 26 24 22 23 33 168 33 116
leaf_count=195 21 23 27 20 21 22 25 31 23 20 22 37 23 25 20 29 20 26 33 29 1952 32 26 24 22 23 33 168 33 116
internal_value=0 3.66385e-06 -4.78447e-05 1.11463e-06 8.25151e-05 -6.5158e-07 -0.000118665 -1.54323e-06 7.18605e-05 6.21961e-06 -4.27504e-06 9.4469e-05 -2.53726e-06 3.53377e-05 0.000263286 -9.563e-06 9.12973e-06 -5.79439e-06 0.000118184 0.000292178 -1.11011e-05 -7.77137e-06 2.91759e-05 4.6933e-05 0.000125672 4.84091e-05 0.000150801 -6.79011e-06 3.49951e-05 -1.2022e-05
internal_weight=0 2899 222 2878 91 68 47 2787 100 77 2687 57 2665 417 43 2248 374 2217 91 58 2126 2100 349 323 131 109 86 192 66 2068
internal_count=3121 2899 222 2878 91 68 47 2787 100 77 2687 57 2665 417 43 2248 374 2217 91 58 2126 2100 349 323 131 109 86 192 66 2068
is_linear=0
shrinkage=0.1


Tree=2508
num_leaves=31
num_cat=0
split_feature=33 47 47 9 16 47 393 133 124 4 1 1 4 15 49 48 16 1425 131 1203 130 49 130 130 133 2 2 131 402 52
split_gain=5.49676e-05 6.27323e-05 0.000549796 0.000353425 0.000889462 0.000181413 9.79611e-05 9.58486e-05 0.000107336 0.000159728 0.000216492 0.00014786 0.000424616 0.000406253 0.000128557 0.000208212 0.000112614 9.23642e-05 8.63483e-05 0.000118251 0.000100557 0.000265837 0.000445525 0.000249467 0.000151049 0.000301628 0.000210242 0.000149404 0.000142423 0.000133225
threshold=-0.012019999999999998 0.094160000000000008 0.096850000000000006 0.088235000000000022 -0.087484999999999993 0.091340000000000018 0.12765500000000005 -0.14717499999999997 -0.063929999999999987 0.08184000000000001 0.10984500000000001 0.099660000000000012 -0.00027999999999999998 -0.074054999999999996 -0.008624999999999999 0.10288500000000002 -0.29154999999999992 0.10499500000000002 0.13767000000000004 -0.093454999999999996 0.093505000000000019 0.11042000000000002 0.097765000000000005 0.091285000000000019 -0.082724999999999979 0.090675000000000019 0.094095000000000012 0.11684000000000001 0.31115000000000004 0.060015000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 17 -4 -9 11 -11 12 14 -13 -10 -16 -12 18 19 -2 23 22 -22 27 25 -24 -26 28 -21 -29
right_child=1 2 7 4 -6 -7 -8 8 9 10 16 13 -14 -15 15 -17 -18 -19 -20 20 21 -23 24 -25 26 -27 -28 29 -30 -31
leaf_value=-0.00013948173558934028 0.00024312181601999331 0.00045839289678983262 0.00018136045276790995 4.4799186444935109e-05 -0.00078694803065445748 0.00030160759910359048 0.00020481313442123001 0.00019002194116499437 -0.00013995160735686551 -0.00042483915379059245 0.00011222653708461187 0.00042150113791389489 -0.0004787260862940457 -5.5991655942622809e-05 -3.5692721634874147e-05 0.00037212294079966215 -0.00020806711122748397 -0.00021134625477272842 -0.00019371394338794863 2.979280059721092e-07 -0.00046239802604466077 0.00020248459147599834 0.0001035634119640842 0.00034771676873788241 -0.00012466753338230774 -0.00036541073695843811 0.00021293780158978339 0.00034249241559033787 -0.00025533924166335387 1.5764395608969679e-05
leaf_weight=28 20 29 27 36 20 20 23 23 27 22 23 28 20 49 31 21 21 21 23 2325 31 30 24 21 35 32 39 24 22 26
leaf_count=28 20 29 27 36 20 20 23 23 27 22 23 28 20 49 31 21 21 21 23 2325 31 30 24 21 35 32 39 24 22 26
internal_value=0 1.26268e-06 4.31131e-05 -3.58364e-06 -0.000252253 1.54358e-06 -6.82419e-07 1.86955e-06 -1.64182e-05 -3.60385e-05 -0.000168707 1.37121e-05 -6.71223e-05 0.000117642 3.70812e-05 0.000129002 -4.06409e-05 -2.45062e-06 -7.96468e-07 8.91285e-07 -9.65599e-07 -7.08179e-05 -0.000121744 4.55209e-06 -4.05109e-05 -0.000164422 5.32596e-05 1.54565e-06 -2.09833e-06 0.000172594
internal_weight=0 3093 321 2772 56 2716 2696 292 265 242 66 176 99 77 79 52 44 2673 2652 2629 2609 191 161 2418 130 56 74 2397 2347 50
internal_count=3121 3093 321 2772 56 2716 2696 292 265 242 66 176 99 77 79 52 44 2673 2652 2629 2609 191 161 2418 130 56 74 2397 2347 50
is_linear=0
shrinkage=0.1


Tree=2509
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 2 13 1213 12 12 2 130 4 9 97 9 33 2 0 1 2 1 2 1208 1210 402 133 133 4 1209
split_gain=5.10303e-05 0.00160837 0.000995571 0.000251223 6.35061e-05 0.000190058 0.000185322 0.000104509 6.08444e-05 9.61337e-05 6.44708e-05 5.78645e-05 0.000116335 9.16451e-05 0.000145137 0.000110954 0.000114311 0.000108967 0.000967504 0.000342651 9.53284e-05 0.00039309 0.0003127 0.000200723 0.000479795 0.000184891 0.000383177 0.000283367 0.000657989 0.000226578
threshold=-0.083284999999999984 0.089480000000000018 -0.087384999999999977 0.10022000000000002 -0.016569999999999994 0.080205000000000012 -0.013304999999999999 -0.011639999999999998 0.10866500000000003 0.091545000000000015 0.097385000000000013 -0.23123999999999997 0.62931500000000018 -0.08619499999999998 -0.084639999999999979 -0.036024999999999995 0.085305000000000006 -1.0000000180025095e-35 -0.080119999999999983 0.10727500000000002 0.079055000000000014 0.083835000000000007 0.081685000000000021 0.10233500000000001 -0.063274999999999984 -0.47056499999999996 0.51114000000000004 0.40945500000000007 -0.072334999999999997 -0.084519999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 5 -4 -7 -8 9 -1 -10 -6 13 14 -13 -15 17 18 -17 -20 21 -19 -22 24 -23 -24 27 29 -29 -27
right_child=2 -3 4 -5 11 6 7 -9 10 -11 -12 12 -14 15 -16 16 -18 20 19 -21 22 23 25 -25 -26 26 -28 28 -30 -31
leaf_value=-1.9772083648779684e-06 -0.0007066164701245726 0.00087868188709849392 0.00032505099722281253 -0.00037775050979689696 0.0001601941005570883 0.00025486784827080552 5.5433583276515665e-05 -0.00023818315821699798 -3.4523052345321052e-05 -0.0002396737621165812 0.00020857815446409709 -5.6075096945278351e-05 -0.00018121973656282838 -0.00017459130213938879 0.00030867402698883477 0.00062310964528408544 -0.00022721510166857944 -0.00046557326242604872 -0.00037130013131698233 0.00010283946454624779 0.000333208703673806 -0.00050388018245853131 0.0002976993143550187 0.00027891502707331838 -1.3773168340158277e-05 -0.00023954138167214413 -0.0003679168863657521 0.00065740684291259164 -0.00013420908771444201 3.9414316221500762e-06
leaf_weight=114 20 21 24 20 22 20 22 27 20 20 24 20 36 37 24 26 22 21 27 35 29 21 21 21 409 39 28 21 21 1909
leaf_count=114 20 21 24 20 22 20 22 27 20 20 24 20 36 37 24 26 22 21 27 35 29 21 21 21 409 39 28 21 21 1909
internal_value=0 4.65472e-05 -3.51269e-06 -4.17095e-05 1.36658e-06 8.26578e-05 -1.65289e-06 -0.000106355 -3.95204e-06 -3.74543e-05 9.80776e-05 -1.3441e-06 -2.62846e-06 -2.74274e-07 0.000142879 -2.61843e-06 -2.17298e-07 1.68299e-06 0.000111081 -0.000103641 -2.10718e-06 -4.26579e-05 7.14811e-06 -2.29656e-05 -3.77086e-05 2.51066e-06 -5.6117e-07 4.60765e-06 0.000261599 -9.33224e-07
internal_weight=0 219 2902 198 2882 93 69 49 178 134 44 2789 2767 2731 44 2687 2650 2628 88 62 2540 472 2068 451 430 2039 2018 1990 42 1948
internal_count=3121 219 2902 198 2882 93 69 49 178 134 44 2789 2767 2731 44 2687 2650 2628 88 62 2540 472 2068 451 430 2039 2018 1990 42 1948
is_linear=0
shrinkage=0.1


Tree=2510
num_leaves=31
num_cat=0
split_feature=1204 1203 132 1185 1203 43 2 2 49 2 1201 1211 1212 401 15 133 133 1209 1209 3 1210 52 0 133 43 1209 133 1212 403 403
split_gain=6.48572e-05 0.000137179 7.78776e-05 0.000294786 0.000281034 8.19548e-05 7.89356e-05 8.14898e-05 0.000179557 7.03383e-05 6.2054e-05 7.05764e-05 0.000388864 0.000142675 0.000346111 0.000303619 7.77674e-05 5.78645e-05 5.69139e-05 0.000288086 0.000138302 0.000845267 0.000549203 0.000371307 0.000270846 0.000105411 0.000105787 8.8202e-05 0.000135221 6.45876e-05
threshold=0.058775000000000008 -1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.011244999999999998 0.087545000000000026 0.10497000000000002 0.093350000000000002 0.084055000000000005 -0.081779999999999978 0.11671000000000002 0.13613500000000003 -0.06959499999999999 0.096455000000000013 0.51114000000000004 0.41892500000000005 -0.14444499999999996 -0.084519999999999984 -0.081734999999999988 -0.05860499999999999 0.088185000000000013 -0.086284999999999987 -0.019454999999999997 -0.050459999999999998 -1.0000000180025095e-35 0.41171500000000005 0.11473500000000002 -0.52641999999999989 -0.14125499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 9 8 -8 -7 -5 13 -13 14 -12 16 17 -15 19 -19 21 22 -20 -24 -25 -22 27 28 -27 -30
right_child=-2 2 3 10 -6 6 7 -9 -10 -11 11 12 -14 15 -16 -17 -18 18 20 -21 25 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=0.00022160894173534225 -0.00016375597091003631 -0.00021118339733220638 0.00037664745634953891 0.00017187517590909487 -0.00041732807178050278 -8.0199041723758196e-06 1.1988040979861493e-05 5.7780579825501068e-05 -0.00037233010109957834 0.0002039762145080925 -3.537417962089987e-05 -0.00035573059772261713 0.0002093045980256561 0.00016966460207186175 0.00045861598134607721 -0.00031307528082716974 0.00019813162100035698 -0.00037271684228802442 -0.00050780959078110764 0.00012826658761089978 -0.00022721089882820494 0.00057534797098046035 0.00045032415015157319 0.00016532266791909934 -0.00031017462948195476 0.00024287109478356563 -0.00021568077151997664 -0.00020427370860228884 -9.4714814671738491e-05 2.1023912960196064e-06
leaf_weight=28 24 20 21 21 20 34 31 36 20 29 37 29 21 20 23 31 20 22 20 24 21 29 20 25 23 23 23 21 71 2334
leaf_count=28 24 20 21 21 20 34 31 36 20 29 37 29 21 20 23 31 20 22 20 24 21 29 20 25 23 23 23 21 71 2334
internal_value=0 1.26903e-06 -7.41244e-07 3.35102e-06 -6.27498e-05 -2.10347e-05 4.31841e-06 -5.74123e-05 -0.000138725 8.95656e-05 6.08115e-07 -6.59636e-07 -0.000118416 1.45296e-06 0.000153989 -1.90316e-06 1.67486e-06 2.0657e-07 -1.06947e-06 -0.000111334 8.73894e-07 0.000107132 -4.71666e-05 8.83167e-05 -6.25198e-05 -4.11294e-06 -2.21769e-06 -2.12937e-07 1.552e-06 -7.5583e-07
internal_weight=0 3097 3069 2879 190 170 150 87 51 63 2858 2837 50 2787 60 2727 2696 2676 2656 46 2610 117 88 68 48 2493 2472 2449 2428 2405
internal_count=3121 3097 3069 2879 190 170 150 87 51 63 2858 2837 50 2787 60 2727 2696 2676 2656 46 2610 117 88 68 48 2493 2472 2449 2428 2405
is_linear=0
shrinkage=0.1


Tree=2511
num_leaves=31
num_cat=0
split_feature=1204 1203 132 399 43 130 12 3 50 12 15 12 0 2 16 401 401 1209 1208 42 403 1211 1211 132 133 133 399 1213 0 3
split_gain=5.28305e-05 8.89634e-05 6.47264e-05 0.000240963 0.000166005 7.85072e-05 0.000139514 0.000233812 7.14259e-05 6.24096e-05 6.87103e-05 6.66719e-05 0.000184259 0.000594924 0.000114967 0.000100174 0.000102715 0.000141491 8.50941e-05 0.000152604 0.000265969 0.000151667 0.000493472 0.000118895 0.000109972 0.000277066 8.50513e-05 7.78174e-05 0.000382867 0.000490142
threshold=0.057120000000000011 -1.0000000180025095e-35 -0.083449999999999983 0.091580000000000009 -0.010739999999999998 -0.22699999999999995 0.13043000000000002 -0.049509999999999992 0.09227500000000001 0.11734000000000001 0.23208000000000004 0.10742000000000002 -0.063634999999999983 0.10327000000000001 -0.037154999999999994 0.13485500000000003 0.11769000000000002 -0.092684999999999976 0.11332500000000002 0.11839500000000001 -0.069569999999999979 0.11013500000000002 0.12162000000000002 -0.014134999999999998 0.51114000000000004 0.41068500000000002 -0.065739999999999979 -0.086979999999999988 -0.086834999999999982 -0.082039999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 9 -8 -6 10 11 15 13 -13 -14 16 17 -7 19 21 -21 23 -23 -19 25 26 -25 28 29 -28
right_child=-2 2 3 -5 8 6 7 -9 -10 -11 -12 12 14 -15 -16 -17 -18 18 -20 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00018541412730253517 -0.00013927516529629768 -0.00027305482098502883 -0.00017953559805998037 0.00030637860741430467 1.4053660747459765e-05 -0.00025117817517046045 0.00035783542864072814 -2.8678867944536787e-05 -0.0001706277759835757 -0.00013394201033016935 0.00018511603368096986 -5.2587000994078283e-05 -0.00021483256574720145 0.00062067012740520859 0.00010683507309295237 -0.00020735787038574929 0.00018185010985083259 0.00022589188931464301 -0.00019350301200851707 0.00037323445872532141 -6.2908423313745996e-05 -0.00046791882476234739 0.00015528345538768918 0.00020213288866216319 -0.00018384697248234952 0.00037059412730741317 -0.00049602224361202068 -9.7898166964735027e-06 0.0001893151661289433 0.00010533733293414116
leaf_weight=26 27 30 24 26 129 23 29 34 25 35 20 35 25 21 20 24 30 23 23 29 27 27 24 20 33 20 23 2163 93 33
leaf_count=26 27 30 24 26 129 23 29 34 25 35 20 35 25 21 20 24 30 23 23 29 27 27 24 20 33 20 23 2163 93 33
internal_value=0 1.21539e-06 -3.45613e-07 3.32319e-06 -5.78501e-05 5.66211e-07 2.09142e-06 0.00014924 -1.59271e-05 -1.25408e-06 4.43315e-07 -9.16572e-07 7.88061e-05 0.000199884 -7.18692e-05 -3.99573e-06 -2.11202e-06 -4.26698e-06 -2.02941e-06 -2.78359e-07 0.000162951 -3.99567e-06 -0.000174647 -3.8137e-07 -2.56346e-06 -1.99415e-08 -3.19845e-06 -4.97467e-06 6.49257e-05 -0.00014165
internal_weight=0 3094 3068 2884 184 2858 2834 63 154 2771 2736 2716 101 56 45 2615 2591 2561 2538 2515 56 2459 51 2408 2385 2352 2332 2312 149 56
internal_count=3121 3094 3068 2884 184 2858 2834 63 154 2771 2736 2716 101 56 45 2615 2591 2561 2538 2515 56 2459 51 2408 2385 2352 2332 2312 149 56
is_linear=0
shrinkage=0.1


Tree=2512
num_leaves=31
num_cat=0
split_feature=1213 1211 1211 399 43 130 1212 1212 402 15 402 403 12 1210 1209 1213 1210 0 1212 1210 130 42 402 1212 401 3 1 1 15 47
split_gain=6.39649e-05 7.4131e-05 6.97585e-05 8.64832e-05 0.00036943 0.00013243 7.91033e-05 6.79345e-05 6.54486e-05 0.000222326 0.00011567 8.38502e-05 0.000266606 0.00017007 9.02887e-05 0.000159154 8.56504e-05 0.000948616 0.000470231 0.000129513 7.67695e-05 0.000105283 9.4447e-05 0.00017446 0.000143441 0.000217522 0.000141807 0.000131912 0.000126144 9.17797e-05
threshold=0.51370000000000016 0.11986000000000001 0.11048500000000001 0.091255000000000017 -0.008069999999999999 0.09364500000000002 0.11579500000000002 0.10654500000000001 -0.45015499999999992 0.086495000000000002 -0.41596499999999997 -0.53960999999999981 0.092355000000000007 -0.14310999999999999 -0.087714999999999987 0.104315 -0.064344999999999999 -0.086074999999999985 0.087490000000000012 -0.0091799999999999989 -0.22699999999999995 0.15021500000000002 0.11942500000000002 -0.35092999999999996 0.087110000000000007 -0.092984999999999984 0.086560000000000012 0.11690500000000002 0.085730000000000015 0.14174500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 8 9 -1 -10 12 -12 -13 -15 16 17 -16 -19 -18 -21 22 24 -24 29 -26 28 -28 -27 -22
right_child=-2 -3 -4 4 5 -7 -8 -9 10 -11 11 13 -14 14 15 -17 19 18 -20 20 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=0.0001265080650046002 0.00017826248658820988 -0.00015022978799000461 0.00014506216168890454 -0.00039688019429117306 0.00021324997058120342 -0.00010295109199500144 0.00015332731820629254 -0.00016764016075588491 0.00024281076081024368 -0.0003249325657331307 -8.1088589920130154e-05 -0.00025097146123395457 0.00031509650042139449 0.00016564817470321997 0.00061655290683847858 -0.00024698759303786437 -0.00019263702268030363 -0.00039541347282162555 0.0001743962820910383 -0.00018937584072340369 -4.4095449894143715e-07 0.00019205828476546671 1.6876747443651161e-05 -0.00036441485411160108 0.00041087505429459275 4.4167894744672456e-05 -0.0002770411537130713 8.1805622002797298e-05 0.00035306430800119415 -0.00021558148480835374
leaf_weight=20 20 33 33 28 26 27 34 24 20 24 35 27 33 33 25 26 35 30 28 21 2320 29 30 20 20 39 20 21 20 20
leaf_count=20 20 33 33 28 26 27 34 24 20 24 35 27 33 33 25 26 35 30 28 21 2320 29 30 20 20 39 20 21 20 20
internal_value=0 -1.1497e-06 4.53833e-07 -1.11851e-06 -0.00010306 5.21664e-05 1.67675e-06 -8.90393e-08 1.29951e-06 -0.000119732 3.16676e-06 1.47436e-06 0.000111178 -1.22457e-06 1.23914e-06 -7.67334e-07 1.62315e-06 0.000101621 -0.000120333 -1.57522e-06 1.03695e-06 2.61185e-06 4.23024e-07 -0.00013564 3.18853e-06 0.00010982 4.96093e-05 -9.32416e-05 0.000148879 -2.27976e-06
internal_weight=0 3101 3068 3035 81 53 2954 2920 2896 44 2852 2832 68 2764 2737 2704 2678 83 58 2595 2560 2539 2510 50 2460 120 100 41 59 2340
internal_count=3121 3101 3068 3035 81 53 2954 2920 2896 44 2852 2832 68 2764 2737 2704 2678 83 58 2595 2560 2539 2510 50 2460 120 100 41 59 2340
is_linear=0
shrinkage=0.1


Tree=2513
num_leaves=31
num_cat=0
split_feature=132 50 132 1203 130 40 130 1209 403 11 156 11 0 155 155 156 1429 1429 390 0 16 0 43 39 1 1 2 1 16 1209
split_gain=6.74961e-05 0.00164587 0.000929511 0.000261276 6.06729e-05 0.00011728 0.000110275 6.09853e-05 6.95754e-05 5.63584e-05 0.000277662 0.000259201 0.000213418 0.000151134 9.09403e-05 0.000104983 7.89759e-05 8.36576e-05 7.83227e-05 7.38224e-05 0.000598658 0.000214692 0.000737573 0.000176235 0.00017129 0.000281615 0.000367319 0.000434423 0.000146485 0.000102764
threshold=-0.083284999999999984 0.10450500000000001 -0.076764999999999986 0.089480000000000018 -0.23123999999999997 -0.24290999999999999 -0.092879999999999976 -0.14444499999999996 -0.55276999999999987 0.090070000000000025 0.15608500000000003 0.095720000000000013 0.024095000000000002 0.12509500000000004 0.104145 0.10691500000000002 -0.13895999999999997 -0.081904999999999992 0.087590000000000015 -0.14794999999999997 -1.0000000180025095e-35 -0.14116499999999996 -0.010739999999999998 0.085425000000000015 0.11212500000000002 0.10612500000000001 0.10402500000000002 0.090475000000000014 -0.095094999999999985 -0.074484999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 -7 -8 -9 10 13 -11 -13 14 16 -16 -10 -18 19 20 23 22 -21 24 25 26 27 28 -19 -23
right_child=2 -3 4 -5 5 6 7 8 9 11 -12 12 -14 -15 15 -17 17 18 -20 21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.9248556146338358e-06 -0.00066692849979431022 0.00091827678443223704 0.00016256013439725276 -0.00037617112255247778 -0.00024181852029869335 0.0001703982036671828 0.00017289098446781281 -0.00014245887735991607 0.0001640110837139093 0.00031725419500920301 -0.00035699500407211171 0.00011124440587890502 -0.00027373212554569667 0.00021924349214626299 4.9902200823583238e-05 -0.00023144054121075898 -0.00018397958012064921 6.8174521671608094e-05 0.00014427384232623957 8.3279261757111686e-05 0.00047631751638556156 -0.00013132183214109274 -0.00068632682334282438 -0.00021584600784562474 -0.00016710707770673457 0.00039026981069885858 -0.00029737788838623413 0.00039383353253859765 -0.00022446371040132365 3.6439437735242372e-07
leaf_weight=179 21 20 23 20 20 38 20 35 29 30 22 36 24 31 21 36 25 50 37 33 29 61 20 34 36 24 29 35 26 2077
leaf_count=179 21 20 23 20 20 38 20 35 29 30 22 36 24 31 21 36 25 50 37 33 29 61 20 34 36 24 29 35 26 2077
internal_value=0 5.35327e-05 -4.03987e-06 -3.33762e-05 7.9202e-07 -5.09823e-07 1.19073e-06 -1.10566e-06 -2.35743e-06 -5.71073e-07 -3.20921e-06 7.72539e-05 -4.27462e-05 -2.53155e-07 -2.86822e-06 -0.000127788 -7.04096e-08 -1.96165e-06 -1.34895e-07 -2.31221e-06 4.77489e-05 -8.32136e-06 -0.000207138 -5.36436e-06 3.04175e-05 7.37766e-05 1.95206e-05 0.000102314 -3.19386e-05 -3.39279e-06
internal_weight=0 219 2902 199 2881 2858 2838 2800 2780 2745 2655 90 60 2633 2602 57 2545 2516 2491 2454 263 2191 53 234 200 164 140 111 76 2138
internal_count=3121 219 2902 199 2881 2858 2838 2800 2780 2745 2655 90 60 2633 2602 57 2545 2516 2491 2454 263 2191 53 234 200 164 140 111 76 2138
is_linear=0
shrinkage=0.1


Tree=2514
num_leaves=31
num_cat=0
split_feature=1429 156 11 0 475 475 474 154 471 42 2 13 43 130 39 33 105 34 97 9 123 2 45 10 2 42 2 2 4 13
split_gain=5.55383e-05 0.000211256 8.00626e-05 0.000448835 0.000201335 0.000112748 0.000235722 0.000106575 8.65954e-05 7.99841e-05 0.000299794 0.000239021 0.000119946 0.000130241 0.000115783 8.67085e-05 8.6167e-05 0.000138452 0.000400362 0.000181398 0.000151747 0.000136898 0.000112541 8.1524e-05 9.62657e-05 0.000181847 0.000114839 0.000276852 0.000199991 0.000257117
threshold=-0.23752499999999996 0.32523500000000005 0.095720000000000013 0.024095000000000002 0.093020000000000005 0.061570000000000007 -0.26322499999999993 0.085530000000000009 0.093985000000000013 -0.16797499999999996 0.10005000000000001 0.0049450000000000006 -0.51144999999999985 -0.22699999999999995 0.15009500000000003 0.090175000000000019 1.0000000180025095e-35 -0.057544999999999992 -0.082154999999999992 0.091905000000000014 0.084880000000000025 -0.080614999999999978 0.094030000000000016 -0.015579999999999998 0.14285500000000004 0.12961500000000001 0.113445 0.11177500000000001 -0.052259999999999994 -0.064619999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 9 10 11 -8 -11 -14 15 16 17 18 20 21 -15 -19 23 -23 25 26 27 -25 29 -28
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leaf_value=-0.0001583247821227732 0.00034274543024366723 0.00032507810276001693 7.618514050374784e-05 -0.00049002745959331238 0.00026825410688096393 -0.00021702306821680395 -3.6688816671812673e-05 -0.00023178237737738529 0.00018901620169344826 0.00019048338897736166 0.00012431818358891178 -0.00051973103698054769 -0.000233239595172563 0.0001369098042645915 0.00023463680090138781 0.00018431968866934769 -0.00020454879521864878 0.0002141833600662408 0.00046767367433252124 -0.00024142156421476103 -0.00024368107151531151 -0.00016882359893221794 -0.0002036956114482434 1.3445517642082688e-06 9.9649129788303986e-05 -0.00030431314837187529 -1.5755688218632715e-05 0.00027024689007726599 -2.7100820046722552e-05 -0.00052282316552009443
leaf_weight=22 20 20 42 21 28 24 20 20 24 33 32 21 24 22 21 25 21 29 24 32 20 29 28 2096 93 20 20 39 231 20
leaf_count=22 20 20 42 21 28 24 20 20 24 33 32 21 24 22 21 25 21 29 24 32 20 29 28 2096 93 20 20 39 231 20
internal_value=0 1.12396e-06 -9.80324e-07 -0.000112552 1.35026e-06 -1.15085e-06 5.97106e-07 -1.72727e-06 -1.53707e-07 -1.71925e-06 -0.000105068 -0.000284101 9.49458e-07 -1.28913e-06 7.20548e-07 -1.06637e-06 -2.76779e-06 -1.20012e-06 0.000141857 -4.78062e-06 -4.43239e-05 -1.8737e-06 -4.30602e-06 -2.11493e-06 -1.95693e-07 -4.02322e-06 -1.52704e-06 6.25659e-06 -6.28482e-05 -0.000269289
internal_weight=0 3099 3079 63 3016 2988 2964 2944 2924 2900 73 41 2827 2794 2770 2749 2724 2703 66 2637 42 2605 2576 2548 2519 2426 2406 2135 271 40
internal_count=3121 3099 3079 63 3016 2988 2964 2944 2924 2900 73 41 2827 2794 2770 2749 2724 2703 66 2637 42 2605 2576 2548 2519 2426 2406 2135 271 40
is_linear=0
shrinkage=0.1


Tree=2515
num_leaves=31
num_cat=0
split_feature=40 4 150 14 160 160 1447 133 1447 479 160 4 42 481 483 158 448 0 15 15 9 15 15 39 39 13 13 4 4 15
split_gain=6.50405e-05 0.000213245 7.36947e-05 7.37209e-05 0.000100386 7.31441e-05 7.83287e-05 0.00051162 0.000455412 0.000124663 0.000166141 0.000118286 0.000162452 9.9332e-05 8.32266e-05 0.000173334 0.000101272 0.000185226 0.000104667 0.00102274 0.000569567 0.000321723 0.000160828 0.000138681 0.000219136 0.000184882 0.00037339 0.000364637 0.00059021 0.000407682
threshold=-0.24620999999999996 0.63556000000000001 0.14582500000000004 0.097795000000000007 -0.57146499999999989 -0.55248999999999981 -0.085709999999999995 0.087720000000000006 -0.08477999999999998 0.10713500000000002 -0.53908999999999996 -0.0047449999999999992 0.083795000000000022 -0.23316499999999998 -0.47356499999999996 0.13509500000000002 0.056825000000000007 -0.26343999999999995 -0.10203999999999998 -0.099734999999999976 0.08925000000000001 -0.10469999999999999 -0.096999999999999989 0.10076500000000001 0.10940500000000002 -0.0090849999999999976 -0.016469999999999995 0.053180000000000012 0.00063500000000000004 -0.21699999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 11 -8 10 -10 12 -7 -12 -15 16 17 -16 21 -20 22 23 -21 25 -25 26 -19 28 -27 -29
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leaf_count=20 24 21 21 27 26 23 20 25 27 28 23 40 24 21 30 21 21 238 22 31 24 22 2117 27 38 22 20 72 24 22
internal_value=0 -1.15934e-06 1.00599e-06 -2.75641e-07 1.18931e-06 -4.36012e-07 1.02006e-06 8.30625e-05 -2.18159e-06 1.15539e-06 -9.27888e-07 -3.15086e-05 -0.000139078 1.45691e-06 -2.60295e-07 1.25361e-06 -9.47923e-07 7.47849e-07 -2.01922e-06 -1.13125e-05 -4.44112e-06 4.0021e-05 -9.85403e-06 2.22672e-05 -0.000113159 4.43846e-05 9.4591e-05 -4.81387e-05 -0.000278841 6.47581e-05
internal_weight=0 3101 3080 3059 3032 3008 2982 112 2870 2850 2822 87 47 2795 2772 2751 2730 2709 2679 2194 2172 485 2148 463 65 398 258 140 46 94
internal_count=3121 3101 3080 3059 3032 3008 2982 112 2870 2850 2822 87 47 2795 2772 2751 2730 2709 2679 2194 2172 485 2148 463 65 398 258 140 46 94
is_linear=0
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Tree=2516
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 130 130 1213 1211 1212 401 15 133 1212 1212 15 1212 128 16 128 13 133 129 15 15 15 401 402 15 1
split_gain=6.6113e-05 0.00157099 0.000893002 0.000302061 6.43709e-05 8.55995e-05 6.78498e-05 6.22861e-05 6.41721e-05 0.000478537 0.000120456 0.000346137 0.000177882 6.35979e-05 7.28417e-05 0.000175363 0.000123866 8.7112e-05 0.000182613 9.91871e-05 0.000344269 0.000237126 9.7138e-05 8.39741e-05 0.00056683 0.000479829 0.000266351 0.000528263 0.000289274 0.000167479
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -6 8 10 -10 11 -4 13 14 16 -16 17 19 -19 22 21 -21 23 25 -25 26 27 28 -12 -26
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leaf_count=110 20 23 36 20 24 22 20 20 24 20 1856 23 39 20 24 20 28 27 22 21 25 26 23 27 356 23 26 28 38 130
internal_value=0 5.29814e-05 -3.99825e-06 -3.87674e-05 3.0809e-06 -3.18354e-05 0.00010783 6.22854e-07 -6.06081e-07 -0.000120441 1.26501e-06 0.000142647 -1.75837e-06 1.28207e-06 2.59812e-06 0.000130211 4.84041e-07 2.71314e-06 0.000134798 2.03572e-07 -0.000115518 4.39615e-05 3.52704e-06 1.63293e-06 3.76726e-05 -7.74728e-06 -2.38599e-06 -6.68672e-06 -3.12352e-07 1.28966e-05
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internal_count=3121 219 2902 196 176 132 44 2882 2862 44 2818 59 2759 2720 2700 44 2656 2628 49 2579 72 47 2507 2484 513 1971 1948 1922 1894 486
is_linear=0
shrinkage=0.1


Tree=2517
num_leaves=31
num_cat=0
split_feature=130 39 132 1186 393 1203 33 9 1 43 1375 43 13 13 457 1374 1373 151 43 133 3 133 457 2 2 1 2 43 43 16
split_gain=6.15406e-05 0.000115777 5.63973e-05 0.00148743 0.000795665 0.000139019 5.33054e-05 8.77087e-05 0.000203534 6.80436e-05 0.000255049 0.000286195 0.00025092 0.000391741 0.000216804 0.000213969 0.000863865 0.000429843 0.000193178 0.000191793 0.000515667 0.000187777 0.000153709 0.000134331 0.000133517 0.000572453 0.000198113 0.000170709 0.00025954 0.000172547
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 -4 9 -9 10 -8 12 13 19 24 16 18 -17 -11 20 21 -12 23 -20 25 -14 -26 -27 -29 -30
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leaf_weight=23 171 20 31 20 20 27 25 22 35 22 44 22 21 21 24 20 20 23 24 38 20 20 29 1828 25 54 382 24 20 46
leaf_count=23 171 20 31 20 20 27 25 22 35 22 44 22 21 21 24 20 20 23 24 38 20 20 29 1828 25 54 382 24 20 46
internal_value=0 -1.20992e-06 3.4838e-07 4.9377e-05 -3.38877e-06 -3.3641e-05 1.0375e-06 2.47674e-06 0.000125258 -6.63356e-08 2.48022e-05 1.44775e-05 3.89644e-06 -0.000115063 3.24388e-05 -1.00087e-05 -5.07549e-06 -0.000230626 -1.19466e-05 -4.63943e-05 -0.000130725 7.78093e-06 -8.50093e-06 -4.92381e-06 2.00845e-05 9.59642e-05 -1.06775e-05 2.48336e-05 0.000109171 6.76808e-06
internal_weight=0 3098 3078 218 2860 198 2840 2809 57 2752 786 761 739 143 596 1966 1923 43 1903 122 84 64 1881 1852 572 165 407 144 90 66
internal_count=3121 3098 3078 218 2860 198 2840 2809 57 2752 786 761 739 143 596 1966 1923 43 1903 122 84 64 1881 1852 572 165 407 144 90 66
is_linear=0
shrinkage=0.1


Tree=2518
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 16 1209 3 1209 1209 1426 1426 1429 3 0 1429 475 157 157 157 1371 160 52 474 472 151 4 154 1446 49 1375
split_gain=5.29057e-05 0.000385381 0.0001981 5.16514e-05 0.000231936 0.000122242 0.000574796 0.000119267 5.22873e-05 5.08303e-05 0.000137685 7.9943e-05 0.000186428 7.81475e-05 7.6336e-05 0.000159288 9.45053e-05 0.00074713 0.000364637 0.000234152 0.000533502 0.000152585 0.000220864 0.000150411 0.000137923 9.93447e-05 9.29295e-05 0.000101074 0.000102737 0.000271668
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_value=0 3.60294e-06 -4.70492e-05 4.88464e-07 -9.46115e-05 2.37564e-06 0.000160597 -3.62151e-07 2.1139e-06 8.688e-07 -3.4015e-07 2.32962e-06 0.000116447 -8.19532e-06 -3.08923e-07 1.44973e-06 -1.64307e-06 -9.64232e-05 2.2996e-06 -1.65315e-06 -0.000238583 2.45952e-06 -2.2191e-07 5.54208e-05 2.70669e-06 -2.73681e-05 4.28093e-07 2.31482e-06 -8.02784e-08 1.04615e-05
internal_weight=0 2899 222 2878 56 2822 48 2774 2735 2713 2692 2655 60 40 2595 2568 2529 101 2428 2403 41 2362 2336 77 2315 57 2295 2275 2246 1807
internal_count=3121 2899 222 2878 56 2822 48 2774 2735 2713 2692 2655 60 40 2595 2568 2529 101 2428 2403 41 2362 2336 77 2315 57 2295 2275 2246 1807
is_linear=0
shrinkage=0.1


Tree=2519
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 3 2 4 16 130 400 484 1452 158 131 131 3 158 3 1455 50 50 42 1427 160 1446 156 155 482 1 482
split_gain=5.31391e-05 0.00144887 0.000750939 0.000268153 5.84519e-05 0.000154291 7.851e-05 0.000126356 0.000110666 6.66263e-05 5.26232e-05 6.76638e-05 5.91857e-05 9.06311e-05 0.00016308 0.000150095 0.000119018 0.000118896 0.000105931 7.62674e-05 0.000125394 0.000172727 9.43249e-05 0.000226125 0.000155068 0.00011453 0.000273057 9.34844e-05 0.000555521 0.000326844
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_weight=0 219 2902 198 178 46 132 81 51 60 2880 2860 2835 2812 95 40 2717 55 2695 2674 2638 44 2594 45 2549 2523 2501 2480 2419 61
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is_linear=0
shrinkage=0.1


Tree=2520
num_leaves=31
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split_feature=132 1185 393 50 40 130 121 33 47 47 9 3 42 47 48 457 49 13 131 0 2 2 16 0 1374 1429 49 1375 16 475
split_gain=5.26507e-05 0.000413927 0.000143713 0.000152241 5.05106e-05 0.000225249 0.000176507 7.53423e-05 6.96835e-05 0.000526054 0.000406282 0.000868244 0.00013873 9.9943e-05 0.000103779 0.000206719 9.58198e-05 0.000134906 0.000126995 0.000109528 0.00025229 0.000198565 0.000128865 9.37716e-05 9.09405e-05 0.000102534 0.000720005 0.000526043 0.000201179 0.000190232
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_count=163 21 20 32 27 22 30 27 25 24 35 22 26 20 21 25 28 39 24 21 20 29 36 41 24 23 36 23 29 143 2065
internal_value=0 3.59424e-06 -4.69357e-05 -1.39162e-05 3.66475e-07 -7.41755e-07 1.73087e-06 -8.48684e-07 7.66467e-07 4.72471e-05 -4.62827e-06 -0.000292744 6.64493e-06 1.03493e-06 -8.49219e-07 1.26565e-06 -2.15799e-05 -0.000154287 9.81312e-06 3.92916e-05 -5.8017e-05 0.000107508 0.000217422 -1.92835e-06 -3.9839e-06 -1.97967e-06 6.60922e-05 -8.47496e-06 -1.58296e-06 -3.25068e-06
internal_weight=0 2899 222 190 2878 2858 2836 2806 2779 289 2490 48 265 2442 2421 2396 230 44 186 165 68 97 61 2368 2343 2319 202 2117 179 2094
internal_count=3121 2899 222 190 2878 2858 2836 2806 2779 289 2490 48 265 2442 2421 2396 230 44 186 165 68 97 61 2368 2343 2319 202 2117 179 2094
is_linear=0
shrinkage=0.1


Tree=2521
num_leaves=31
num_cat=0
split_feature=130 40 15 482 33 9 12 132 1203 399 50 393 1 0 1 1 43 1 16 2 16 52 4 3 1374 457 1 4 2 160
split_gain=6.69359e-05 0.000106563 0.000101206 0.00018385 6.64923e-05 9.11098e-05 0.000273097 5.85905e-05 0.0015432 0.00079294 0.000334119 0.000131486 7.40358e-05 0.000252318 0.000195815 0.000986501 0.000712204 0.000477359 0.000824198 0.000448376 0.000334345 0.000270308 0.0003673 0.000267117 0.000193595 0.000160229 0.000214448 0.000470606 0.000432806 0.0002054
threshold=-0.23123999999999997 -0.24290999999999999 -0.5556049999999999 0.087425000000000017 -0.012019999999999998 0.091600000000000015 0.095330000000000012 -0.083284999999999984 0.089480000000000018 0.091580000000000009 0.10022000000000002 0.098330000000000015 0.08592000000000001 -0.23051499999999997 0.09253500000000002 0.091785000000000019 0.042785000000000004 0.090275000000000008 -0.079504999999999978 -0.055814999999999997 -0.018494999999999998 -0.080979999999999983 -1.0000000180025095e-35 -0.07928499999999998 -1.0000000180025095e-35 0.10487 0.084525000000000003 -0.083439999999999986 0.079055000000000014 -0.55248999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 7 -7 8 10 11 -6 12 13 -9 15 16 17 21 -19 -16 -20 -14 23 -23 -21 26 28 -28 -15 -30
right_child=1 2 4 -5 5 6 -8 9 -10 -11 -12 -13 14 25 19 -17 -18 18 20 24 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00016996502619566974 -0.00023134329661843368 -3.1688199145719411e-05 -0.00016776421968340099 0.00037508516237721784 3.6545773836109466e-06 0.00040291654806337432 -9.5865948337039151e-05 0.00036412295070476831 0.00086155843871113438 -0.00050156120478277448 -0.00042831606748222845 0.00023723155261351446 0.0001517917687753932 -0.0003848937378539371 0.00039501137102238969 -0.00068159162274241682 -0.00060762726992834358 0.00075748170049683681 -0.00030591718054211018 0.00026796254005603262 0.00022941548221362091 -0.00015272312595395005 -0.00051078712251341051 0.00024020741415866229 -2.0275779462771154e-05 -0.00023950627689303542 -0.00010106458905197326 0.00056841007261980512 -0.00021141053728570116 1.8388655628803114e-05
leaf_weight=23 20 25 24 20 171 21 23 20 21 32 20 23 39 28 28 26 20 21 20 24 28 81 23 22 801 26 21 21 40 1409
leaf_count=23 20 25 24 20 171 21 23 20 21 32 20 23 39 28 28 26 20 21 20 24 28 81 23 22 801 26 21 21 40 1409
internal_value=0 -1.26184e-06 2.33163e-07 0.0001491 -1.97554e-06 -6.532e-07 0.000142189 -2.77295e-06 4.78837e-05 -6.67386e-06 -4.1578e-05 -8.538e-07 -2.88344e-06 1.12113e-05 -2.23524e-05 -9.49134e-05 -3.48597e-05 1.40947e-05 0.000234962 1.46603e-06 6.36021e-06 -7.82681e-05 -0.000149477 -6.87962e-05 -1.18907e-05 6.64289e-06 1.08561e-05 0.000233673 4.52009e-06 1.2045e-05
internal_weight=0 3098 3078 45 3033 3009 44 2965 212 2753 191 2721 2698 1565 1133 280 254 234 69 853 48 165 126 103 825 1545 1519 42 1477 1449
internal_count=3121 3098 3078 45 3033 3009 44 2965 212 2753 191 2721 2698 1565 1133 280 254 234 69 853 48 165 126 103 825 1545 1519 42 1477 1449
is_linear=0
shrinkage=0.1


Tree=2522
num_leaves=31
num_cat=0
split_feature=33 120 40 10 1 0 16 132 1185 1203 0 400 130 130 1186 2 15 128 38 45 142 4 3 447 457 483 160 160 3 16
split_gain=6.19206e-05 6.1337e-05 0.000152541 7.69589e-05 0.000501094 0.000296021 0.000272922 6.31228e-05 0.000349761 0.000198212 7.40191e-05 0.000186187 0.000110956 0.000153236 7.05009e-05 7.91769e-05 6.03034e-05 6.53628e-05 8.9404e-05 7.47648e-05 0.000113567 7.33899e-05 8.4489e-05 8.45606e-05 9.02921e-05 7.96685e-05 9.94356e-05 0.000307461 0.00017595 0.000420413
threshold=-0.044254999999999996 0.093680000000000013 -0.24134999999999998 -0.011239999999999998 0.093400000000000025 -0.040504999999999992 -0.48836499999999994 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.073309999999999986 0.10782000000000001 0.10923000000000001 0.085870000000000016 -0.010834999999999999 0.084145000000000011 0.23208000000000004 0.11976500000000002 0.11100500000000002 0.094030000000000016 -1.0000000180025095e-35 0.62736500000000006 0.31534000000000006 0.094580000000000011 0.41269500000000009 -0.47181499999999993 0.11055500000000001 0.14906500000000003 -0.094874999999999987 0.071345000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 9 -9 10 11 12 13 14 -5 -16 17 18 19 20 -10 22 23 24 25 -22 -27 -28 -29 -30
right_child=1 -3 3 7 5 -7 -8 8 16 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 27 28 29 -31
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leaf_weight=22 23 25 21 26 28 24 33 21 21 27 35 20 24 27 22 37 21 22 20 30 29 29 26 23 21 2347 22 22 47 26
leaf_count=22 23 25 21 26 28 24 33 21 21 27 35 20 24 27 22 37 21 22 20 30 29 29 26 23 21 2347 22 22 47 26
internal_value=0 -1.18678e-06 8.1947e-08 -1.85218e-06 -8.55662e-05 2.25042e-05 0.00013956 1.16096e-06 5.30035e-06 -5.06194e-05 -1.47684e-05 -4.42551e-05 -2.36053e-06 3.94517e-05 -2.64724e-05 -8.69297e-05 2.14542e-06 8.25207e-07 -5.92932e-07 1.00096e-06 2.80311e-06 9.26608e-07 -8.63278e-07 9.74749e-07 2.72099e-06 9.81629e-07 -9.57742e-07 -9.09312e-05 -1.29209e-05 -8.76315e-05
internal_weight=0 3099 3074 3051 106 85 61 2945 2727 218 191 156 136 112 85 59 2706 2685 2663 2643 2613 2592 2563 2537 2514 2493 2464 117 95 73
internal_count=3121 3099 3074 3051 106 85 61 2945 2727 218 191 156 136 112 85 59 2706 2685 2663 2643 2613 2592 2563 2537 2514 2493 2464 117 95 73
is_linear=0
shrinkage=0.1


Tree=2523
num_leaves=31
num_cat=0
split_feature=1213 132 15 1185 50 133 0 0 1213 132 3 1211 1213 1213 401 3 403 2 15 1208 403 1209 1210 1213 4 1212 43 2 2 2
split_gain=5.46596e-05 5.46354e-05 0.00143961 0.00077023 0.000277202 8.10726e-05 9.2465e-05 8.89638e-05 9.1299e-05 6.38168e-05 6.20576e-05 5.77485e-05 5.8524e-05 0.000112104 6.82541e-05 0.000139168 6.91793e-05 0.000326097 0.00060567 0.000223684 0.000262318 0.000117663 0.000108976 6.63724e-05 0.000309893 9.09687e-05 0.000601505 0.000431766 8.81161e-05 0.000484354
threshold=0.51370000000000016 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.09227500000000001 -0.45516499999999999 -0.09595999999999999 -0.087974999999999984 0.087020000000000014 -0.050879999999999988 -0.085854999999999987 0.11986000000000001 0.23509000000000002 0.12389500000000002 0.11602000000000001 -0.076514999999999986 -0.54448499999999989 0.089885000000000007 0.089165000000000008 0.10233500000000001 -0.52800499999999995 -0.067109999999999989 0.014175000000000002 0.060985000000000004 -0.081714999999999996 -0.022679999999999995 0.0034250000000000005 0.084655000000000022 0.088125000000000023 0.08839000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -7 -8 10 -5 -9 12 13 14 16 -16 17 18 -11 20 -18 -22 23 25 -25 26 27 -23 -27 -30
right_child=-2 3 -4 9 -6 6 7 8 -10 11 -12 -13 -14 -15 15 -17 19 -19 -20 -21 21 22 -24 24 -26 28 -28 -29 29 -31
leaf_value=0.00016156132078846825 0.00016478678800922354 -0.00059415558035570118 0.00074563031364680054 0.00015576679171107783 -0.00035768877586815509 -0.00019704654173606455 0.00018942804083301533 -2.2982052401997725e-06 0.00014927496318012433 9.1176130460909283e-05 -0.00018862464661872241 -0.00013735637693307288 -0.00013903882500017063 0.00019048407238217132 -0.00027525600453373047 2.5079161605390255e-05 -0.00032162489823531361 0.00022195315292005297 -0.00066126645120675683 0.00025172719992446623 0.00018339004099187959 -0.00017041049629164441 0.00022816428120547372 0.00041007644724145182 -7.8506556704215818e-05 2.2522031773135201e-05 -0.00041601287741434284 0.0003573758902935116 -0.00050479414834626369 -8.8404413211989591e-06
leaf_weight=26 20 22 26 26 25 27 22 39 21 23 33 31 30 31 27 36 25 21 20 36 36 31 21 21 34 1046 37 31 20 1277
leaf_count=26 20 22 26 26 25 27 22 39 21 23 33 31 30 31 27 36 25 21 20 36 36 31 21 21 34 1046 37 31 20 1277
internal_value=0 -1.06281e-06 4.70888e-05 -4.7218e-06 -4.70152e-05 -7.84015e-07 -3.05092e-05 8.59085e-06 -3.41878e-05 -1.8769e-07 -8.76978e-05 -1.61847e-06 -1.17261e-07 1.38568e-06 -7.52197e-07 -0.000103636 1.66724e-06 -0.000101051 -0.000258797 4.18119e-06 7.25716e-07 3.88107e-06 1.31462e-06 -5.93211e-07 0.000108043 -3.03998e-06 -9.69348e-05 9.34827e-05 9.27409e-07 -1.64881e-05
internal_weight=0 3101 219 2882 193 168 142 115 93 2860 72 2834 2803 2773 2742 63 2679 64 43 2615 2579 2554 2518 2497 55 2442 99 62 2343 1297
internal_count=3121 3101 219 2882 193 168 142 115 93 2860 72 2834 2803 2773 2742 63 2679 64 43 2615 2579 2554 2518 2497 55 2442 99 62 2343 1297
is_linear=0
shrinkage=0.1


Tree=2524
num_leaves=31
num_cat=0
split_feature=1208 403 42 403 1213 402 15 1209 402 1209 403 159 483 483 156 2 43 4 13 1 16 159 0 2 3 3 52 43 3 3
split_gain=5.5114e-05 0.000262364 0.000562688 9.41117e-05 0.000429345 0.000149465 8.68672e-05 5.90123e-05 0.000244415 0.000161049 6.08048e-05 5.84533e-05 0.000264229 0.00079939 0.00016621 0.000255699 0.000469217 0.00127977 0.00152286 0.000247233 0.000231476 0.00019293 0.000352685 0.000235478 0.000187044 0.000210947 0.000157459 0.000128153 0.000122947 0.000114798
threshold=0.098655000000000007 -0.54448499999999989 0.11603500000000001 -0.5335399999999999 0.04198000000000001 0.31115000000000004 0.089295000000000013 -0.084519999999999984 -0.012254999999999999 -0.064814999999999984 -0.50388999999999984 1.0000000180025095e-35 0.10143000000000001 0.095790000000000014 0.087575000000000014 0.089605000000000018 -0.082389999999999977 0.0012600000000000003 -0.079299999999999995 0.084785000000000013 -0.0098449999999999979 0.11109000000000001 -0.078244999999999995 0.11682500000000001 -0.080884999999999985 -0.0069549999999999994 -0.080114999999999978 -0.077824999999999991 0.092670000000000016 -0.095524999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 7 -1 8 -5 -9 -11 -12 13 14 15 16 20 18 -18 -16 -13 23 -23 24 -17 26 -26 -19 29 -21
right_child=1 2 -4 5 -6 -7 -8 9 -10 10 11 12 -14 -15 19 21 17 27 -20 28 -22 22 -24 -25 25 -27 -28 -29 -30 -31
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leaf_weight=20 20 27 20 21 21 20 20 26 23 20 2327 38 21 20 33 35 20 20 25 20 46 24 39 42 20 27 20 29 32 45
leaf_count=20 20 27 20 21 21 20 20 26 23 20 2327 38 21 20 33 35 20 20 25 20 46 24 39 42 20 27 20 29 32 45
internal_value=0 -8.97184e-05 3.93682e-05 1.96828e-06 0.000124932 -5.3782e-07 -6.72969e-05 1.29506e-06 0.000116245 -4.31736e-07 1.78739e-06 5.81971e-07 -2.85482e-05 -1.48902e-05 -3.8979e-05 -7.19905e-05 -0.000159874 -0.000313355 -0.000698384 5.8786e-05 1.18773e-05 3.58111e-06 0.000149538 -6.02752e-05 2.17824e-05 -7.60917e-05 -0.000221873 4.02436e-05 -2.16503e-05 5.73432e-05
internal_weight=0 67 47 3054 61 2993 40 2973 44 2929 2903 2883 556 535 515 385 178 94 45 130 84 207 63 144 102 67 40 49 97 65
internal_count=3121 67 47 3054 61 2993 40 2973 44 2929 2903 2883 556 535 515 385 178 94 45 130 84 207 63 144 102 67 40 49 97 65
is_linear=0
shrinkage=0.1


Tree=2525
num_leaves=31
num_cat=0
split_feature=12 130 50 132 1211 50 42 403 1213 456 2 2 1446 133 13 160 160 157 3 1 0 13 393 403 43 1209 1209 401 12 133
split_gain=5.51386e-05 0.000201795 6.97208e-05 0.000860821 0.000879987 0.000356483 0.000215637 0.000260187 0.000144147 0.000119743 0.000134852 0.000268044 0.000148988 0.000139639 0.000322552 0.000146235 0.000186123 0.000198447 0.000133303 0.000216718 0.000278475 0.000208936 0.000109232 9.64963e-05 0.00063014 0.000217945 9.64948e-05 9.3288e-05 0.000330776 0.000168394
threshold=0.23631000000000002 -0.22562499999999999 0.090630000000000016 -0.083284999999999984 0.11048500000000001 0.089915000000000009 -0.0072999999999999992 -1.0000000180025095e-35 -0.12977499999999997 0.091255000000000017 0.090175000000000019 0.093175000000000022 0.086940000000000003 0.087625000000000022 -0.066634999999999986 0.032695000000000009 -0.090764999999999985 -0.0066899999999999989 -0.080104999999999996 0.099660000000000012 -0.082284999999999983 -0.074044999999999986 0.11170000000000001 -0.53960999999999981 -0.040344999999999992 -0.089214999999999989 -0.069599999999999981 -1.0000000180025095e-35 0.097325000000000009 0.50628500000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 22 7 -5 -8 10 12 -12 13 15 -15 16 -10 -18 -13 20 -20 -21 23 24 -3 -25 -27 28 -28 -29
right_child=-2 2 3 4 -6 -7 8 -9 9 -11 11 18 -14 14 -16 -17 17 -19 19 21 -22 -23 -24 25 -26 26 27 29 -30 -31
leaf_value=0.00028410559578333054 -0.00015426164115880334 0.00054898223319138531 0.00055232347579779642 0.00049811260472779398 -0.00054383516337241293 -0.0004181599687962305 0.00026429660807480103 7.5884624298110055e-05 -0.00026874150137051143 -0.00024932325864938319 0.00041677398949104829 0.0002258713006740436 0.00016254071623344709 0.0002512023679628328 -0.00022298766953799014 -0.00037140432978048925 0.00026604203520123735 -0.00013760219218715192 -0.0004578331973226298 -0.000122997482928137 4.0802968699911918e-05 0.00029756958395376351 -0.0001974230225986785 -0.00026876260639138283 -0.000123515727280296 0.0001561765836269938 -0.00036649229115372976 -4.2842311715177287e-06 0.00011989298962160116 0.00024690949627525967
leaf_weight=25 23 22 30 20 28 21 20 54 35 20 20 25 28 32 26 24 21 29 21 21 24 27 29 31 38 38 29 2306 27 27
leaf_count=25 23 22 30 20 28 21 20 54 35 20 20 25 28 32 26 24 21 29 21 21 24 27 29 31 38 38 29 2306 27 27
internal_value=0 1.14526e-06 -1.15673e-06 3.28099e-05 -1.53393e-09 -7.83629e-06 3.40641e-05 0.00019 3.12771e-06 -1.16694e-05 2.60411e-06 7.82498e-05 -5.09297e-05 -8.67212e-05 3.86344e-05 -0.000153424 -9.18769e-05 3.19284e-05 2.08728e-05 -3.42343e-05 -0.000191894 0.000113571 -4.45317e-06 -2.23072e-06 0.000123067 -5.28925e-06 -1.92391e-06 -4.4387e-06 -0.000131985 -1.37715e-06
internal_weight=0 3098 3073 505 475 2568 447 74 373 353 333 138 195 167 58 109 85 50 118 93 45 48 2547 2518 60 2458 2427 2389 56 2333
internal_count=3121 3098 3073 505 475 2568 447 74 373 353 333 138 195 167 58 109 85 50 118 93 45 48 2547 2518 60 2458 2427 2389 56 2333
is_linear=0
shrinkage=0.1


Tree=2526
num_leaves=31
num_cat=0
split_feature=1211 50 1211 1204 132 15 1211 50 393 401 133 2 403 0 16 3 403 133 1210 43 0 13 52 52 15 2 13 160 13 158
split_gain=7.44732e-05 0.000273672 9.34394e-05 8.56136e-05 0.000110432 0.00177665 0.00143063 0.000338568 0.000133017 9.01247e-05 0.000224134 0.000216834 7.65264e-05 0.000120147 0.000123406 0.000262882 8.98216e-05 7.64963e-05 7.0636e-05 6.6818e-05 0.000255264 0.000165392 0.000244866 0.00022604 0.00015759 9.42199e-05 9.01183e-05 0.000466789 0.000424004 0.000312134
threshold=0.11716500000000001 0.090980000000000019 0.11088500000000003 0.058775000000000008 -0.083284999999999984 0.091915000000000011 0.10167000000000002 0.09227500000000001 0.12069000000000002 -0.06959499999999999 0.51114000000000004 0.093680000000000013 -0.085604999999999987 -0.073309999999999986 -0.092124999999999985 -0.084524999999999975 -0.089609999999999981 -0.50375999999999987 0.258635 0.084740000000000024 -0.11756999999999999 -0.10278499999999999 0.070205000000000017 0.039215000000000007 0.091295000000000015 0.097070000000000004 -0.087934999999999985 0.085130000000000011 -0.087404999999999997 0.080150000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 8 12 9 11 17 -6 16 14 -14 -16 -1 -11 19 26 -21 23 24 25 -23 -22 27 29 -28 -19
right_child=1 -3 -4 -5 6 -7 -8 -9 -10 10 -12 -13 13 -15 15 -17 -18 18 -20 20 21 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=4.1570881227959985e-05 -5.9374779371093166e-05 0.00040941864393971626 -0.00019857175675497274 -0.0001926838011612468 -7.3974114291005486e-05 0.00087998726218453758 -0.00080737473796365202 -0.00037790645670611413 0.00025916283939295684 0.00014203053328138164 -0.00026506741660341503 0.0003651573273766024 -4.3453557165256442e-05 -0.00013807307682740927 5.8623405089343177e-07 0.00045060447184368967 -0.00022735317973495949 5.3067617019755478e-05 0.00018636322056408972 -0.00036558978536049835 0.00012269291577727667 0.00018835160856094893 -0.00035335545982333216 0.00037473254501708741 -0.00018502001184970141 -0.00017686210270594096 -0.00037431281023365899 -0.00022090898072731806 -1.6144161707481808e-06 0.00036565241087893293
leaf_weight=27 33 20 24 23 23 24 22 25 20 38 32 22 28 22 27 25 23 366 20 24 21 26 27 21 20 21 31 59 1992 35
leaf_count=27 33 20 24 23 23 24 22 25 20 38 32 22 28 22 27 25 23 366 20 24 21 26 27 21 20 21 31 59 1992 35
internal_value=0 0.000117528 -2.03031e-06 -4.80708e-07 9.82605e-07 7.25968e-05 -4.12181e-06 -3.68799e-05 2.19397e-06 3.43946e-07 -1.96728e-06 0.000140712 1.921e-05 6.88886e-05 0.000125803 0.000216941 -8.21342e-05 1.14979e-06 -8.60525e-07 -2.27728e-06 -6.49136e-05 -1.18531e-05 -0.000114299 0.000106854 2.60161e-05 -2.70846e-05 1.7589e-06 4.17108e-05 -7.32556e-06 8.03506e-05
internal_weight=0 53 3068 3044 3021 201 2820 177 2798 2778 2733 45 152 102 80 52 50 2701 2663 2643 160 136 73 63 46 42 2483 460 2023 401
internal_count=3121 53 3068 3044 3021 201 2820 177 2798 2778 2733 45 152 102 80 52 50 2701 2663 2643 160 136 73 63 46 42 2483 460 2023 401
is_linear=0
shrinkage=0.1


Tree=2527
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 401 402 401 401 402 1208 403 3 403 1210 0 1210 42 13 43 1210 128 124 124 13 97 374 123 0 159 48
split_gain=7.87788e-05 0.000382239 0.000285527 9.3173e-05 6.84103e-05 6.35598e-05 0.00058269 0.000102458 5.78183e-05 0.00010669 0.000178489 0.000317976 0.000207887 0.000103609 8.9453e-05 8.65048e-05 0.000416988 0.000200483 0.000390202 0.000146313 5.79238e-05 0.000101253 5.85268e-05 0.000168293 8.85331e-05 0.000123293 9.9227e-05 0.000138149 0.00013654 0.00021875
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.47144999999999992 -0.45015499999999992 -1.0000000180025095e-35 -0.06959499999999999 -0.10234999999999998 0.10480500000000002 -0.53960999999999981 -0.085384999999999975 -0.52800499999999995 -0.0074649999999999985 -0.068189999999999987 -0.056299999999999996 0.088465000000000002 -0.088464999999999988 -0.03898999999999999 -0.082214999999999983 0.11976500000000002 -0.19228999999999999 -0.088289999999999993 -0.016469999999999995 -0.085969999999999977 0.08987500000000001 0.086445000000000008 -0.064754999999999993 0.085035000000000013 0.084670000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 -6 -7 13 10 11 -10 -12 -9 -15 16 17 -14 19 -19 21 -17 23 -23 -24 26 -26 28 29 -28
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leaf_weight=176 21 26 25 21 25 37 27 21 21 26 23 20 29 38 25 20 22 21 24 27 20 20 23 22 2193 27 24 57 29 31
leaf_count=176 21 26 25 21 25 37 27 21 21 26 23 20 29 38 25 20 22 21 24 27 20 20 23 22 2193 27 24 57 29 31
internal_value=0 4.39653e-06 -5.74124e-05 -1.70122e-05 1.29477e-06 -1.77294e-07 -0.000109723 1.85712e-06 -3.56503e-07 2.205e-06 4.18057e-06 0.00021121 9.30885e-07 -8.20503e-05 -1.79295e-05 3.58993e-06 8.54361e-05 -4.96961e-07 8.89181e-05 -7.56946e-05 -4.92421e-07 -1.87828e-06 -3.0943e-08 0.000116989 -2.09254e-06 -1.90517e-07 -2.64835e-06 -8.3964e-05 -0.000165502 -0.00025808
internal_weight=0 2899 222 197 2878 2852 52 2800 2763 2679 2653 41 2612 84 63 2589 123 101 72 48 2466 2446 2426 42 2384 2361 2334 141 84 55
internal_count=3121 2899 222 197 2878 2852 52 2800 2763 2679 2653 41 2612 84 63 2589 123 101 72 48 2466 2446 2426 42 2384 2361 2334 141 84 55
is_linear=0
shrinkage=0.1


Tree=2528
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 401 403 43 1210 130 10 3 40 121 12 142 11 10 4 9 1 2 123 40 4 4 1 43 159 15 0
split_gain=6.38108e-05 0.000309614 0.000231277 7.54701e-05 6.12162e-05 0.000301874 0.000162803 0.000156754 5.74131e-05 0.000122567 0.000168745 0.000115682 8.9456e-05 8.95233e-05 0.000199881 0.000131741 8.27016e-05 0.000743092 0.000165374 0.000126719 0.000136436 0.000123184 0.000104402 0.000108941 0.000152839 0.000125716 9.68903e-05 0.000117296 0.000136293 9.57515e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.06959499999999999 -0.072624999999999981 0.05259500000000001 0.26755500000000004 -0.23647499999999996 -0.38124499999999995 -0.0063699999999999989 -0.24134999999999998 -0.081149999999999986 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 -0.011559999999999999 0.053180000000000012 0.08925000000000001 0.14804000000000003 0.14122000000000004 0.086445000000000008 -0.0067649999999999993 0.0049200000000000008 0.25615500000000008 0.099660000000000012 -0.085474999999999982 0.085035000000000013 -0.094329999999999983 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 -7 8 -6 10 -10 -11 -13 14 -14 -16 17 -17 19 20 21 22 23 25 -25 -18 -23 28 -28 -22
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leaf_value=6.0690680821938834e-06 0.00038653637526468157 0.00033413141979009753 -0.00033818943798542025 -0.00019449568003654437 -0.00016821377124870198 0.00012188514519948513 -0.00021934235028938615 -0.00028036381525453185 0.00038132043626319505 -0.00023455946221864516 -2.4545869815656696e-05 0.00019743081888325673 0.00030166894063189502 -0.00015725979020418082 -0.00025668824644526467 -0.00049130034208896432 0.00039046906583410293 0.00021411198813439116 0.00022610225040063433 -0.00023817146065994166 0.00030478661227971318 8.1662581479494375e-05 -2.3904775918962043e-07 -0.00017240873040953795 0.00018572016969384015 8.0979708769258912e-05 -0.00035905180214767293 4.4994086519264704e-05 -6.3952301771396067e-05 2.8017433374770917e-05
leaf_weight=176 21 31 25 21 20 27 29 20 20 21 21 23 22 36 20 28 21 32 33 22 25 22 2212 26 22 35 34 22 29 25
leaf_count=176 21 31 25 21 20 27 29 20 20 21 21 23 22 36 20 28 21 32 33 22 25 22 2212 26 22 35 34 22 29 25
internal_value=0 3.95688e-06 -5.16711e-05 -1.53109e-05 1.1653e-06 8.37706e-05 -5.4822e-05 -1.40964e-06 6.03738e-07 1.83106e-06 0.000173438 -7.65207e-07 1.06063e-06 -6.33485e-07 1.51045e-06 -1.02156e-06 9.54223e-07 -0.00011508 3.70821e-06 7.66726e-07 2.89234e-06 -4.81778e-07 4.36467e-06 0.000102282 -8.26632e-06 0.000197038 -0.000105383 -0.000153794 -0.000223212 0.000166402
internal_weight=0 2899 222 197 2878 87 56 2791 2771 2751 41 2710 2689 2666 2630 2608 2588 60 2528 2495 2473 2423 2316 104 48 56 107 85 63 50
internal_count=3121 2899 222 197 2878 87 56 2791 2771 2751 41 2710 2689 2666 2630 2608 2588 60 2528 2495 2473 2423 2316 104 48 56 107 85 63 50
is_linear=0
shrinkage=0.1


Tree=2529
num_leaves=31
num_cat=0
split_feature=1211 43 1212 402 16 1210 1204 400 133 133 42 403 43 1210 13 13 1375 151 0 16 483 16 4 43 3 1209 12 3 13 403
split_gain=6.03569e-05 0.000220067 8.79624e-05 8.35168e-05 0.000225511 0.000139742 9.201e-05 0.000106915 7.49989e-05 0.000169415 0.000137028 9.5363e-05 0.000352576 0.000146715 6.60509e-05 0.000823362 0.000589434 0.000223164 0.000271348 0.00037521 0.000434379 0.000404643 0.000344174 0.000358585 0.000234968 0.000232474 0.000220959 0.00050594 0.000493657 0.000301517
threshold=0.11716500000000001 0.062770000000000006 0.13613500000000003 -0.45454999999999995 -0.072359999999999994 0.26755500000000004 0.058775000000000008 0.12955000000000003 0.41553500000000004 0.41068500000000002 -0.042239999999999993 -0.5425549999999999 -0.032879999999999993 -0.3960249999999999 -0.085804999999999979 -0.085669999999999982 -0.15308499999999997 -0.15130499999999997 -0.097024999999999986 -0.11676499999999999 0.0015150000000000003 -0.29154999999999992 -0.080584999999999976 -0.08231999999999999 -0.080734999999999987 -0.077594999999999983 0.097145000000000023 -0.080104999999999996 -0.090639999999999984 0.0033700000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 9 11 -10 12 -5 -13 16 -16 -15 -18 22 20 21 -20 -19 -24 -25 -21 27 29 -29 -27
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leaf_weight=30 33 20 24 24 24 21 21 20 32 22 26 22 22 21 21 2017 21 27 33 28 21 20 29 47 162 184 25 68 24 32
leaf_count=30 33 20 24 24 24 21 21 20 32 22 26 22 22 21 21 2017 21 27 33 28 21 20 29 47 162 184 25 68 24 32
internal_value=0 0.000105805 -1.82779e-06 -3.2429e-07 0.00012293 -2.55029e-06 -7.32134e-07 7.53659e-07 -8.20269e-07 1.45491e-06 -0.000113402 -6.80482e-07 -0.000143496 1.6641e-06 -3.71503e-07 -9.67223e-06 2.51742e-05 9.96316e-06 1.95993e-05 6.81945e-05 0.000273325 0.000425832 -6.017e-05 -2.17852e-05 2.39377e-05 2.61455e-05 2.87588e-06 -2.03316e-05 -0.000216716 6.33136e-05
internal_weight=0 53 3068 3044 54 2990 2969 2948 2928 2870 58 2848 46 2802 2780 2038 742 721 700 435 74 53 265 238 209 361 333 308 92 216
internal_count=3121 53 3068 3044 54 2990 2969 2948 2928 2870 58 2848 46 2802 2780 2038 742 721 700 435 74 53 265 238 209 361 333 308 92 216
is_linear=0
shrinkage=0.1


Tree=2530
num_leaves=31
num_cat=0
split_feature=1213 160 160 3 16 1212 483 484 52 12 0 0 1446 16 13 4 52 2 160 484 1374 1 151 475 482 4 1455 3 1447 12
split_gain=5.5696e-05 5.32041e-05 0.000172937 0.000215143 0.000219913 0.000154067 0.00031188 0.00033584 0.000452062 0.000303827 0.000227689 0.000356145 0.000493394 0.000792446 0.000207931 0.000218603 0.000175584 0.000414656 0.000135294 0.000845793 0.000361549 0.00095946 0.000302514 0.000240403 0.000114022 0.000173612 0.000128382 0.000787685 0.00010902 0.000640588
threshold=0.51370000000000016 -0.089549999999999991 -0.15135499999999999 -0.042499999999999989 -0.0048099999999999992 0.087615000000000012 0.098395000000000024 0.10126500000000001 0.26521500000000003 0.10463500000000002 -0.08095999999999999 -0.082724999999999979 0.037915000000000011 -0.042349999999999992 -0.097224999999999992 -0.0039549999999999993 0.26746000000000009 0.09580000000000001 -0.085579999999999976 0.085790000000000019 0.088035000000000016 0.095950000000000021 -0.54917999999999989 -0.028204999999999997 0.11614500000000001 -0.019614999999999997 -0.037084999999999993 -0.082334999999999978 -0.085709999999999995 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=22 20 20 86 30 27 22 21 24 31 30 32 20 21 21 21 41 23 27 21 29 20 24 31 20 20 20 26 28 2310 33
leaf_count=22 20 20 86 30 27 22 21 24 31 30 32 20 21 21 21 41 23 27 21 29 20 24 31 20 20 20 26 28 2310 33
internal_value=0 -1.07283e-06 2.88378e-05 0.000121724 0.000184924 -8.47327e-06 8.41047e-06 -1.66194e-05 -0.000240967 3.12068e-05 -8.15696e-06 6.67348e-05 4.50957e-06 -8.3987e-05 5.33729e-05 -4.03478e-05 -0.000141501 -0.000258565 -6.80895e-06 -0.000144968 -3.04545e-06 0.000281107 -8.06864e-06 0.000153142 -4.85278e-06 -0.000172314 -2.09394e-06 0.000143615 -5.72281e-06 0.000128507
internal_weight=0 3101 499 143 113 356 334 313 55 258 228 146 126 105 84 62 82 50 2602 69 2533 44 2489 40 2468 40 2428 59 2369 59
internal_count=3121 3101 499 143 113 356 334 313 55 258 228 146 126 105 84 62 82 50 2602 69 2533 44 2489 40 2468 40 2428 59 2369 59
is_linear=0
shrinkage=0.1


Tree=2531
num_leaves=31
num_cat=0
split_feature=34 34 9 39 9 1 120 40 9 40 40 16 43 1374 1375 42 3 42 3 2 474 0 43 401 2 0 1374 1373 457 43
split_gain=5.12861e-05 0.000268119 0.00022355 0.000332631 0.000134791 0.000253174 7.70911e-05 0.000120945 6.48403e-05 7.35338e-05 0.000158067 0.000157005 6.0887e-05 0.000302307 0.000322056 0.000233259 0.00042705 0.000294294 0.000288964 0.000425372 0.00035943 0.000257246 0.000239749 0.000255377 0.00022469 0.00032242 0.000187366 0.0005114 0.000199926 0.000201589
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=36 21 21 21 28 25 24 22 35 23 25 30 22 117 34 160 39 39 23 22 27 20 27 25 21 217 25 35 23 27 1907
leaf_count=36 21 21 21 28 25 24 22 35 23 25 30 22 117 34 160 39 39 23 22 27 20 27 25 21 217 25 35 23 27 1907
internal_value=0 6.83665e-05 -1.06852e-05 8.22108e-05 -2.4036e-06 -0.000166907 3.14088e-07 1.70775e-06 -1.02324e-08 -1.33663e-06 9.18096e-07 -0.000113796 -1.30281e-06 2.40489e-05 9.39378e-06 2.42906e-05 0.000134977 -8.38196e-06 3.25535e-05 0.000163039 -0.000172495 -0.000238489 1.72996e-05 -7.155e-05 7.7531e-05 0.00026864 -9.8255e-06 -5.95349e-06 -1.12119e-05 -7.60591e-06
internal_weight=0 106 85 64 3015 49 2966 2944 2923 2900 2843 57 2818 709 675 645 147 498 108 66 42 50 448 181 267 50 2109 2074 2051 2024
internal_count=3121 106 85 64 3015 49 2966 2944 2923 2900 2843 57 2818 709 675 645 147 498 108 66 42 50 448 181 267 50 2109 2074 2051 2024
is_linear=0
shrinkage=0.1


Tree=2532
num_leaves=31
num_cat=0
split_feature=130 10 2 1 15 132 2 400 15 15 403 1455 1455 1447 1456 15 401 403 132 131 4 159 13 13 4 160 15 160 43 13
split_gain=5.06253e-05 0.000107741 0.000173593 0.000108516 5.00194e-05 0.000303424 0.00147875 0.0010117 0.000260951 0.000202596 0.000355946 0.000180822 0.000452317 0.000170157 0.000363586 0.000165671 0.000209306 0.000410364 0.000156841 0.000168802 0.000384134 0.000308496 0.000155045 0.000358217 0.000214865 0.000336756 0.000172523 0.000158729 0.00014391 0.000606982
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 6 -6 -7 -9 15 -11 12 -10 -13 -15 16 17 -3 -16 21 -21 22 -20 -24 25 -25 -26 -27 -29 -30
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leaf_weight=20 21 30 20 22 20 21 23 22 21 22 24 22 21 37 20 23 29 2206 39 21 21 21 22 20 23 21 22 224 37 26
leaf_count=20 21 30 20 22 20 21 23 22 21 22 24 22 21 37 20 23 29 2206 39 21 21 21 22 20 23 21 22 224 37 26
internal_value=0 1.02283e-06 0.000162054 -1.13478e-06 4.67742e-07 2.38313e-05 0.000281229 7.08682e-06 2.94969e-05 -6.57937e-06 -0.000214364 1.74492e-05 -0.000182868 3.20556e-05 4.28867e-05 -2.40187e-06 -5.11347e-06 -8.57541e-06 2.12144e-05 1.01654e-05 -0.000181653 2.78718e-05 9.75906e-06 2.854e-05 5.41239e-06 -2.27e-05 0.000210321 3.12021e-06 -1.62985e-05 0.000117225
internal_weight=0 3101 41 3060 3038 704 43 661 640 2334 46 618 42 576 554 2288 2265 2236 517 497 42 455 434 395 373 328 45 308 287 63
internal_count=3121 3101 41 3060 3038 704 43 661 640 2334 46 618 42 576 554 2288 2265 2236 517 497 42 455 434 395 373 328 45 308 287 63
is_linear=0
shrinkage=0.1


Tree=2533
num_leaves=31
num_cat=0
split_feature=132 393 1203 1213 12 12 12 1213 402 13 402 133 1212 13 16 1212 1209 1209 402 1209 133 133 0 484 43 0 15 12 12 42
split_gain=5.85924e-05 0.000290761 0.000188589 5.2191e-05 0.000239014 0.00018436 0.000203692 0.000119035 8.75277e-05 0.000304042 0.000262297 0.000132271 0.000105649 0.000303109 0.00042761 0.000155157 7.34262e-05 9.82486e-05 7.22031e-05 0.000102234 6.14509e-05 0.000394425 0.000286614 0.000690324 0.000712153 0.000480373 0.000396691 0.000395422 0.000519065 0.000192868
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 -0.24064499999999997 0.094835000000000017 0.090345000000000023 0.087445000000000009 -0.15413999999999997 -0.46267499999999995 -0.066634999999999986 -0.44724499999999995 0.50628500000000021 -0.087464999999999987 -0.088464999999999988 -0.091114999999999988 -0.063924999999999996 -0.084519999999999984 -0.065739999999999979 -0.20792499999999997 0.10819500000000001 0.098785000000000012 0.095000000000000015 -0.087414999999999979 -0.081614999999999979 -0.027014999999999997 -0.097734999999999989 -0.065449999999999994 0.097325000000000009 0.092465000000000006 0.099760000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 -2 -5 9 -9 -10 12 13 14 -12 -14 -17 -18 -19 20 21 -20 25 -24 27 -22 -27 28 -25 -29
right_child=1 -3 -4 7 -6 -7 -8 8 10 -11 11 -13 15 -15 -16 16 17 18 19 -21 22 -23 23 24 -26 26 -28 29 -30 -31
leaf_value=-1.5216966695124238e-05 7.3374136081838525e-05 0.0003745406632030305 -0.00029720838485647826 0.00022079883632250132 -0.00037896077745244841 0.00026152394975291655 -0.0003218989153868858 0.00040504161031845883 -0.00035302268515806649 -6.5719953443690697e-05 2.9755365193566484e-05 0.00021798421271991436 0.00024601737375353248 0.0001033361984342004 -0.00060111045584728187 -0.00015503484105768925 0.00022309861560643185 -0.00017204090327140877 2.8286258139913137e-07 0.00017708075787540472 -0.00018866578941145105 0.00036539036661755136 -0.00056853727593469169 -9.2172947104420306e-05 0.00047185247737312848 3.6467926693148909e-05 0.00066630231915041803 0.00027929278548981528 -0.00065439822871364117 -8.7383167692678401e-05
leaf_weight=195 32 21 27 25 20 21 22 23 21 34 21 28 26 35 22 30 20 24 2157 33 28 30 28 52 24 20 20 26 24 32
leaf_count=195 32 21 27 25 20 21 22 23 21 34 21 28 26 35 22 30 20 24 2157 33 28 30 28 52 24 20 20 26 24 32
internal_value=0 3.79164e-06 -4.95132e-05 1.08638e-06 -7.18002e-05 1.01093e-05 -8.7663e-05 3.57442e-06 1.60538e-06 0.000124236 -9.82537e-07 1.77599e-06 -5.06755e-07 -0.000115164 -0.000293013 2.96771e-06 4.87612e-07 2.34054e-06 5.73062e-07 2.24757e-06 -1.16008e-07 5.2912e-06 -4.66733e-05 -0.000110902 -2.98022e-05 0.000129011 0.000351385 -0.000119651 -0.000269718 7.69888e-05
internal_weight=0 2899 222 2878 95 75 54 2783 2758 57 2701 2680 2652 78 43 2574 2548 2518 2498 2474 2441 2187 254 186 158 68 40 134 76 58
internal_count=3121 2899 222 2878 95 75 54 2783 2758 57 2701 2680 2652 78 43 2574 2548 2518 2498 2474 2441 2187 254 186 158 68 40 134 76 58
is_linear=0
shrinkage=0.1


Tree=2534
num_leaves=31
num_cat=0
split_feature=1209 1212 1212 52 43 12 401 1212 3 402 12 402 1213 2 4 16 403 12 1211 133 1186 3 1203 1204 401 133 1210 1186 129 399
split_gain=5.40344e-05 5.48603e-05 0.000440488 0.000294663 0.000368294 0.000528224 0.000197974 0.000298935 0.000154452 7.99988e-05 0.000371079 9.72052e-05 7.14856e-05 0.000274658 0.000575558 0.00036227 0.000647131 0.00041806 0.000237854 0.000188028 0.000153653 0.000128804 0.000127495 0.000263177 0.000108611 0.000232326 0.000190179 0.000102244 0.000108303 8.55625e-05
threshold=-0.14444499999999996 -0.087464999999999987 -0.089544999999999986 0.086275000000000004 -0.0047449999999999992 0.090285000000000018 0.11857000000000002 -0.069964999999999986 -0.080884999999999985 0.11320500000000001 0.090345000000000023 0.10842 0.0036000000000000003 0.084985000000000019 -0.081984999999999988 -0.084119999999999986 -0.49218499999999993 0.087765000000000024 0.11048500000000001 -0.023589999999999996 -0.091754999999999989 -0.085274999999999976 0.088820000000000024 -0.066239999999999979 -0.06959499999999999 0.51114000000000004 0.11875500000000001 -0.084639999999999979 -0.075474999999999987 0.10788500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -3 -5 11 -11 12 18 14 21 17 -17 -15 20 -18 -9 -14 24 -24 -22 26 27 -26 -29 -30
right_child=1 6 -4 8 5 -7 -8 9 -10 10 -12 -13 13 15 -16 16 19 -19 -20 -21 22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.00016384155365813059 -0.00011564443222155345 0.00038956810458330439 -0.00049700938383466563 -0.00033850675347450845 0.00067091963785721666 -3.0248866581435624e-05 -0.00029025578076708256 0.00023983364263686883 -1.1355736229057996e-05 -0.00012610671759690517 0.00043192134991675794 -0.00020092677089091163 -0.00015639255333763476 0.00016666700006074582 -0.00058989679712864859 0.00062895430795227494 0.00011675872248884364 -0.00040081405793042742 0.000276862488453844 -0.00020360060630732085 0.00018889738374479835 0.00017237369221137752 -0.00042214923021328152 8.4714872123186076e-05 -0.00017113774982884506 -0.00029118182581576685 0.00028996798766614952 0.00021486399517319421 -5.2932208749414529e-07 0.00019329252100642013
leaf_weight=20 33 20 20 27 22 21 23 27 31 26 22 24 26 21 26 21 53 34 32 28 31 22 21 20 34 27 23 24 2339 23
leaf_count=20 33 20 20 27 22 21 23 27 31 26 22 24 26 21 26 21 53 34 32 28 31 22 21 20 34 27 23 24 2339 23
internal_value=0 -1.0567e-06 -5.92413e-05 6.09723e-06 0.000135641 0.000328489 1.98383e-06 4.28256e-06 -0.00016365 1.62908e-06 0.000129656 -5.22633e-07 1.17571e-06 -5.21365e-05 -0.000210964 2.27246e-05 0.000134269 -0.000184139 5.91047e-06 6.01723e-06 2.53544e-06 -5.70802e-06 1.49618e-08 -0.000174898 2.88239e-06 5.47794e-07 3.77199e-06 1.05194e-06 3.50561e-06 1.35802e-06
internal_weight=0 3101 154 134 76 43 2947 2924 58 2904 48 2856 2832 231 74 157 102 55 2601 81 2569 48 2542 41 2501 2470 2443 2420 2386 2362
internal_count=3121 3101 154 134 76 43 2947 2924 58 2904 48 2856 2832 231 74 157 102 55 2601 81 2569 48 2542 41 2501 2470 2443 2420 2386 2362
is_linear=0
shrinkage=0.1


Tree=2535
num_leaves=31
num_cat=0
split_feature=12 130 43 43 130 0 2 133 3 1 3 129 42 42 401 42 403 43 13 13 0 3 11 33 9 4 3 11 156 4
split_gain=5.10732e-05 0.000177481 7.04299e-05 0.000145032 0.000240779 0.000278757 0.000295912 0.000175209 0.000143637 0.000130517 0.000212371 0.000121603 0.000165011 0.000321616 0.000223495 0.000145751 0.000171102 8.96173e-05 0.000164932 0.000129769 0.000139822 0.000152236 0.000170601 0.000154605 0.000165443 0.00012621 0.000576384 0.000174741 0.000283137 0.000574038
threshold=0.23631000000000002 -0.22562499999999999 -0.14792499999999997 -0.095589999999999994 0.091705000000000023 -0.08317999999999999 0.084885000000000002 0.089405000000000012 -0.090569999999999984 0.102705 -0.042499999999999989 0.085395000000000013 0.084145000000000011 0.095885000000000012 0.085410000000000014 -0.031659999999999994 -0.13252999999999998 -0.092909999999999979 0.11596500000000001 0.10591500000000001 0.16094000000000003 -0.24210499999999999 -0.011194999999999998 -0.012019999999999998 0.091600000000000015 -0.50427999999999995 -0.022174999999999997 0.090070000000000025 0.12734000000000004 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 8 -7 -8 -4 11 -11 12 14 -14 15 16 -3 -5 19 20 21 -19 -23 -24 25 26 -25 28 29 -27
right_child=-2 2 3 17 -6 6 7 -9 -10 10 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 22 23 24 -26 27 -28 -29 -30 -31
leaf_value=0.0002664692885009572 -0.00014846585842821262 0.00027492272471466673 0.00032181692747414945 -0.00016587807476753369 0.00038147569469947486 -0.00038833016195617941 0.00024613531758128058 -0.0001441920150840736 1.1533337747096085e-05 -0.00035890140784284734 5.9061001375084748e-05 0.00020624871831387281 0.0004051208642998799 -0.0001419988224039447 -0.00036933299223892394 -0.00021946006524861634 -6.1856427892810958e-05 0.0002696927650720768 0.00023307863894539576 -0.00022502982644185136 -0.00026388479647721397 0.00029025190087850206 -0.00027989494061330332 -0.00059166973869650974 0.0002183328659424767 0.00039758870977190481 3.2279073371012744e-05 0.00021893711430796736 -0.00027381064466776723 -4.8627985308536964e-06
leaf_weight=25 23 22 37 33 25 23 23 23 25 31 20 22 21 22 25 30 48 21 30 26 20 20 20 20 34 36 57 36 38 2285
leaf_count=25 23 22 37 33 25 23 23 23 25 31 20 22 21 22 25 30 48 21 30 26 20 20 20 20 34 36 57 36 38 2285
internal_value=0 1.10223e-06 -1.05663e-06 3.35968e-06 9.70869e-05 4.28142e-05 -9.54623e-05 5.09717e-05 0.000196703 -5.29528e-05 -0.000194995 -1.48258e-05 -4.3776e-05 0.000125199 -0.000101903 -3.50461e-05 4.39884e-05 -2.10424e-06 -5.93888e-08 -2.73606e-06 -5.01951e-07 1.55012e-06 -6.61587e-07 -2.96494e-06 -7.54804e-07 -3.76815e-06 -0.000129786 2.83353e-07 -3.05346e-06 1.37945e-06
internal_weight=0 3098 3073 2832 156 131 69 46 62 241 51 190 168 43 125 100 70 2676 2643 2613 2587 2567 2546 2526 2506 2472 77 2395 2359 2321
internal_count=3121 3098 3073 2832 156 131 69 46 62 241 51 190 168 43 125 100 70 2676 2643 2613 2587 2567 2546 2526 2506 2472 77 2395 2359 2321
is_linear=0
shrinkage=0.1


Tree=2536
num_leaves=31
num_cat=0
split_feature=130 12 33 34 104 47 47 47 1 0 1 15 1 131 132 1204 42 12 4 400 1425 156 474 132 1186 399 15 393 16 155
split_gain=6.44601e-05 0.000107079 5.38856e-05 7.3048e-05 0.000100192 5.48874e-05 0.000810511 0.00024808 0.00013474 0.000567956 0.000457912 0.000316687 0.000161267 0.000110403 0.000112196 0.000262242 0.000104781 0.00014192 0.000138489 9.56206e-05 8.22281e-05 0.000105443 0.000220588 8.26614e-05 0.0018688 0.00142997 0.000467243 0.000153783 8.47198e-05 7.67231e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.018454999999999996 -0.097449999999999981 0.086600000000000024 0.092165000000000011 0.09550500000000002 0.088915000000000008 0.096325000000000008 -0.095504999999999993 0.10060500000000001 -0.18895499999999996 0.10797500000000002 0.13767000000000004 -0.44750499999999993 0.053645000000000005 0.087885000000000019 0.086305000000000007 -0.029144999999999997 -0.14175499999999996 0.10034500000000002 0.12592000000000003 -0.082254999999999981 -0.083284999999999984 1.0000000180025095e-35 0.091580000000000009 0.088655000000000025 0.098330000000000015 -0.090054999999999982 0.11562500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 13 9 -8 -10 -12 -13 14 -5 19 17 -11 -18 -16 21 23 -23 24 26 27 28 29 -21 -25
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leaf_weight=20 25 22 26 29 22 24 22 38 21 32 22 20 127 22 24 20 23 20 20 32 28 20 22 2260 20 24 22 20 70 24
leaf_count=20 25 22 26 29 22 24 22 38 21 32 22 20 127 22 24 20 23 20 20 32 28 20 22 2260 20 24 22 20 70 24
internal_value=0 1.15415e-06 -4.1661e-07 -1.61354e-06 -3.04664e-06 -1.49047e-06 -3.99045e-05 3.26281e-06 3.84791e-06 8.82714e-05 -4.81392e-05 6.58514e-06 -4.6372e-05 -3.9289e-07 1.48388e-06 3.67737e-06 -1.7755e-05 7.7747e-05 -0.000133246 8.65968e-07 -1.00974e-06 8.88359e-07 0.000158007 -1.78113e-06 7.17443e-05 -6.32909e-06 -7.29343e-05 1.66992e-06 1.72169e-05 -7.47653e-07
internal_weight=0 3101 3079 3054 3028 3006 331 2675 307 117 190 169 147 2637 2615 2586 95 52 43 2566 2542 2514 42 2472 144 2328 124 2304 102 2284
internal_count=3121 3101 3079 3054 3028 3006 331 2675 307 117 190 169 147 2637 2615 2586 95 52 43 2566 2542 2514 42 2472 144 2328 124 2304 102 2284
is_linear=0
shrinkage=0.1


Tree=2537
num_leaves=31
num_cat=0
split_feature=132 393 1203 0 16 2 132 12 16 4 12 130 10 0 0 123 33 52 31 43 376 1 1 1 13 376 1427 1420 155 12
split_gain=5.80816e-05 0.00026975 0.000158981 5.59558e-05 8.96831e-05 8.88111e-05 0.000155542 0.000130732 7.07656e-05 7.45404e-05 5.58096e-05 0.000158863 6.62239e-05 0.000533676 0.000556659 0.000197315 0.000145933 0.000130314 6.01728e-05 0.000237947 7.0637e-05 9.71442e-05 0.000241014 0.000210643 0.00020903 9.47615e-05 9.19062e-05 0.000104887 0.000299008 0.000111714
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 -0.11242999999999999 -0.095094999999999985 0.097385000000000013 -0.41094499999999995 0.10016000000000001 -0.080344999999999986 -0.085034999999999986 0.23631000000000002 -0.22562499999999999 -0.011559999999999999 -0.10224499999999999 -0.087414999999999979 0.085290000000000019 -1.0000000180025095e-35 -0.049749999999999996 -1.0000000180025095e-35 -0.081779999999999978 -0.083489999999999981 0.13968000000000003 0.13686500000000004 0.13471500000000003 -0.13710499999999998 0.089985000000000023 0.094435000000000005 0.056520000000000008 0.14721000000000004 0.098150000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 -5 7 -7 8 9 -6 11 -2 13 -13 -15 17 -14 -16 19 -18 -20 22 23 25 -23 26 27 28 29 -22
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leaf_value=0.00014064835886529181 0.00025339526332390962 0.00036087701550318994 -0.0002767183867507373 -0.00021126961123081858 6.0904348546155864e-05 0.00031835352070629596 -7.1310667027275841e-05 -0.00027806997712191548 0.00014196963637368753 -0.00015733234913033599 -0.00015397926263571921 -0.00050376580130313939 0.00023035376530710245 0.00050039460315019822 -6.3143886687943123e-05 0.00013859444284621119 8.1912284206607316e-05 -0.00041583496611565353 -0.00015508077360988995 -0.00036338409353491095 9.2074812398178914e-06 -4.7685402013095368e-05 -0.0003207954334515228 0.00032763134149718101 0.00030312163157346237 -0.00019191123498603704 0.00020724063149166547 -0.00022613462351728231 0.00038887692673597487 -5.3162734372205343e-05
leaf_weight=20 25 21 27 25 29 20 21 21 25 34 23 23 28 20 22 22 28 20 28 21 2087 35 23 20 33 25 22 20 20 333
leaf_count=20 25 21 27 25 29 20 21 21 25 34 23 23 28 20 22 22 28 20 28 21 2087 35 23 20 33 25 22 20 20 333
internal_value=0 3.77507e-06 -4.9297e-05 -1.78078e-05 -3.59171e-05 -6.69171e-06 0.000118769 -5.38835e-05 -3.84464e-07 -5.68742e-05 1.16939e-06 2.41928e-06 2.02174e-07 -7.69674e-05 3.98941e-05 -0.000104012 3.23454e-06 -0.000231092 8.74863e-07 -0.000108929 2.90827e-06 4.59799e-06 1.45236e-06 4.38536e-06 0.000122559 1.80661e-06 3.75784e-06 1.93808e-06 3.80753e-06 6.25133e-07
internal_weight=0 2899 222 195 175 150 41 109 88 63 2878 2855 2830 107 84 64 2723 42 2695 49 2646 2618 2550 2527 68 2507 2482 2460 2440 2420
internal_count=3121 2899 222 195 175 150 41 109 88 63 2878 2855 2830 107 84 64 2723 42 2695 49 2646 2618 2550 2527 68 2507 2482 2460 2440 2420
is_linear=0
shrinkage=0.1


Tree=2538
num_leaves=31
num_cat=0
split_feature=130 12 1186 1186 2 52 129 394 3 1211 50 12 1212 1186 1212 401 4 133 52 402 1211 132 129 4 2 131 131 131 43 402
split_gain=6.84147e-05 0.000100618 5.50868e-05 0.000380214 0.00036804 0.000134707 0.000103253 0.000145307 9.43935e-05 6.21084e-05 0.000245924 0.000218767 0.000122387 0.000119567 9.91886e-05 8.81586e-05 0.000445324 0.00017374 0.000231306 7.75602e-05 6.94271e-05 6.34878e-05 0.000129281 0.000309625 8.91685e-05 8.68212e-05 0.000166932 0.000100061 0.000301858 0.000211857
threshold=-0.23647499999999996 0.23631000000000002 0.062435000000000011 1.0000000180025095e-35 0.084055000000000005 0.085815000000000016 -0.077709999999999987 -0.091729999999999992 -0.078244999999999995 0.087635000000000005 0.096900000000000014 0.087830000000000005 0.12267000000000002 -0.10142499999999997 0.10167000000000001 -1.0000000180025095e-35 -0.07168999999999999 0.50628500000000021 0.039215000000000007 -0.26424499999999995 0.078255000000000005 0.10859000000000001 0.080675000000000011 -0.064054999999999987 0.31358000000000003 0.11863000000000001 0.11029000000000001 0.098515000000000005 -0.074359999999999996 0.31278000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -4 8 -2 -8 -6 13 11 -11 14 -9 -13 16 -15 19 -19 -17 21 24 23 -23 25 26 27 29 -29 -21
right_child=1 -3 4 -5 5 -7 7 9 -10 10 -12 12 -14 15 -16 17 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00018435871781548487 -0.00021670205182586374 0.00021428763204973871 -0.0004237209721316543 0.00043661460280418395 -0.0001745396663994013 0.00025614477104682012 0.00020627916554825359 -0.00023709572296039288 9.2797813413199033e-05 0.00020538424969085358 0.00034091433906444134 -0.00012162249893208355 -0.00028946926721128759 -0.00047979477870588501 0.00016226262072450482 -0.00019105582422608596 0.00014485591612174175 -5.6957626899626723e-05 0.00038925977036902062 -2.2955117747980491e-06 -0.0001620422252960486 0.00048972879289067351 -7.7707659556836006e-05 -1.0050322291337781e-06 -0.00020897610137624378 -0.00019133328933094163 0.00025183663506490682 -0.00042658390256375162 2.8836373590016849e-05 0.00032454569620313125
leaf_weight=20 22 22 23 20 28 20 34 22 25 35 26 32 23 21 20 22 25 21 26 2363 27 20 32 36 21 24 26 22 43 20
leaf_count=20 22 22 23 20 28 20 34 22 25 35 26 32 23 21 20 22 25 21 26 2363 27 20 32 36 21 24 26 22 43 20
internal_value=0 1.18903e-06 -3.33593e-07 2.06595e-06 -7.48943e-05 3.501e-05 -8.6722e-07 7.47322e-07 -4.84371e-05 -1.65656e-06 6.43218e-05 -1.05465e-06 -9.73928e-05 -4.89476e-06 -1.24359e-05 -3.03648e-06 -0.000140311 -7.00326e-07 0.000189886 -4.0729e-06 -2.51116e-06 -8.5894e-07 8.26335e-05 0.000174257 -3.77571e-06 -2.05064e-06 -2.14434e-07 -2.89145e-06 -0.000125306 4.47595e-07
internal_weight=0 3101 3079 2983 96 73 2963 2941 53 2907 136 110 75 2771 52 2749 46 2703 47 2656 2634 2607 88 56 2519 2498 2474 2448 65 2383
internal_count=3121 3101 3079 2983 96 73 2963 2941 53 2907 136 110 75 2771 52 2749 46 2703 47 2656 2634 2607 88 56 2519 2498 2474 2448 65 2383
is_linear=0
shrinkage=0.1


Tree=2539
num_leaves=31
num_cat=0
split_feature=12 130 34 43 9 0 40 9 9 471 15 132 12 1203 15 1209 15 133 15 401 1209 1213 15 15 483 3 3 2 1 133
split_gain=5.80464e-05 0.000146017 5.58696e-05 0.000239869 0.000146301 0.000302624 0.000134834 0.000192878 5.80726e-05 5.72794e-05 5.67683e-05 0.000309818 0.00160826 0.000957074 0.000223283 0.000182581 0.000176547 0.000305249 0.000156162 0.00017525 0.000333337 0.000158713 0.00110069 0.000688715 0.000127113 0.000170493 0.000472131 0.000313589 0.000304736 0.000284069
threshold=0.23631000000000002 -0.22562499999999999 -0.057544999999999992 -1.0000000180025095e-35 0.091905000000000014 -0.0058249999999999994 -0.07632499999999999 -0.08619499999999998 0.082870000000000013 0.10693500000000002 0.088235000000000022 -0.083284999999999984 0.091840000000000019 0.088820000000000024 0.088850000000000012 -0.074484999999999982 0.087685000000000013 -0.0042999999999999991 0.087485000000000021 0.11444000000000001 -0.080224999999999977 0.04198000000000001 0.085465000000000013 0.086885000000000004 0.11494000000000001 -0.071329999999999991 -0.074479999999999977 0.091545000000000015 0.09253500000000002 0.017095000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 8 -6 7 -3 9 10 16 12 -12 14 -13 -16 18 -18 19 20 -4 23 -23 -22 25 26 -17 28 -27 -29
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leaf_weight=25 23 26 30 22 23 23 24 32 23 20 20 38 23 27 33 363 24 22 23 29 1879 130 28 20 26 20 34 45 21 45
leaf_count=25 23 26 30 22 23 23 24 32 23 20 20 38 23 27 33 363 24 22 23 29 1879 130 28 20 26 20 34 45 21 45
internal_value=0 1.17507e-06 -7.83102e-07 7.12604e-05 -3.30669e-06 -0.000180258 -7.40332e-06 7.50835e-05 -5.21959e-07 -1.77723e-06 -2.94839e-06 2.19453e-05 0.000281932 4.79901e-06 2.9981e-05 1.47734e-05 -1.08665e-05 -0.000204701 -6.69805e-06 -9.51507e-06 -1.29075e-05 -8.08108e-06 8.82182e-05 -1.60933e-05 2.83851e-05 3.90145e-05 7.16565e-05 -5.99081e-05 -0.00028914 4.45196e-05
internal_weight=0 3098 3073 104 2969 46 82 58 2923 2900 2880 695 43 652 625 587 2185 46 2139 2116 2087 2057 158 1899 554 528 397 131 41 90
internal_count=3121 3098 3073 104 2969 46 82 58 2923 2900 2880 695 43 652 625 587 2185 46 2139 2116 2087 2057 158 1899 554 528 397 131 41 90
is_linear=0
shrinkage=0.1


Tree=2540
num_leaves=31
num_cat=0
split_feature=130 10 2 40 2 149 142 11 33 10 16 15 31 39 15 1 2 39 44 158 3 12 475 2 2 4 0 2 2 13
split_gain=7.12267e-05 0.00011064 0.000174633 0.000101394 0.000100184 6.26745e-05 0.000110298 0.000123553 0.000195903 0.000163615 0.00161948 0.000375735 7.01983e-05 0.000228836 7.50375e-05 0.000116078 0.000109818 0.000103478 9.18021e-05 0.000155701 0.000350905 7.77937e-05 0.000219789 0.000311167 0.000984208 0.000895569 0.000521192 0.000365857 0.000287301 0.000299804
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 0.17025000000000004 0.10364000000000001 -0.057499999999999989 -1.0000000180025095e-35 -0.012019999999999998 -0.0097449999999999985 -0.056919999999999991 -0.10324499999999999 -1.0000000180025095e-35 0.091400000000000009 -0.56020999999999987 0.13968000000000003 -0.045829999999999989 0.099745000000000014 0.099360000000000018 -0.47144999999999992 -0.076969999999999997 0.094375000000000014 0.05680000000000001 0.097605000000000011 0.095195000000000016 -0.069389999999999993 -0.09595999999999999 0.093680000000000013 0.10097500000000002 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -8 -9 10 11 -10 13 -11 -14 16 -16 -17 19 20 -18 -21 23 24 26 -26 -23 -28 29 -25
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leaf_count=20 21 21 20 21 21 21 24 22 20 23 24 20 20 20 35 28 20 22 21 2003 20 29 30 20 22 21 215 36 261 20
internal_value=0 1.21322e-06 0.000164396 -9.73209e-07 5.3997e-07 -9.74581e-07 2.3171e-07 -1.3798e-06 4.574e-07 2.68964e-06 0.000160824 -0.000228825 -8.41626e-07 -0.00012765 1.08992e-06 2.46708e-06 -2.75405e-07 0.000153469 1.99103e-06 3.61273e-06 0.000199439 6.64652e-07 -2.92806e-05 -1.65695e-05 -8.47384e-05 -0.000530176 -1.63319e-05 3.00429e-05 5.65818e-05 0.000306142
internal_weight=0 3101 41 3060 3039 3018 2997 2976 2952 2930 64 40 2866 43 2823 2803 2753 50 2718 2697 40 2657 654 624 323 43 280 251 301 40
internal_count=3121 3101 41 3060 3039 3018 2997 2976 2952 2930 64 40 2866 43 2823 2803 2753 50 2718 2697 40 2657 654 624 323 43 280 251 301 40
is_linear=0
shrinkage=0.1


Tree=2541
num_leaves=31
num_cat=0
split_feature=1209 3 1209 130 42 132 394 15 1186 0 15 16 16 2 12 1204 401 1212 42 50 42 1210 52 0 43 1210 1212 47 47 45
split_gain=5.87929e-05 0.000537442 9.33935e-05 6.25175e-05 0.000117444 7.33156e-05 0.000289899 0.00020714 9.19917e-05 9.77343e-05 0.000120404 7.66015e-05 0.000131329 7.49988e-05 8.97703e-05 6.13102e-05 6.04038e-05 0.000357712 6.79512e-05 0.000220372 0.000109301 8.73618e-05 0.00031688 0.000283772 0.000397875 0.000127174 8.2877e-05 7.66362e-05 8.74061e-05 8.52895e-05
threshold=-0.087714999999999987 -0.081234999999999988 -0.074484999999999982 -0.22699999999999995 0.15021500000000002 -0.083174999999999985 0.10969000000000002 0.092400000000000024 0.049580000000000006 -0.073309999999999986 -0.23032499999999997 -0.081299999999999983 -0.0092699999999999987 0.088225000000000012 0.087145000000000014 -0.084154999999999994 0.11602000000000001 -0.089544999999999986 0.12181500000000002 1.0000000180025095e-35 0.11934000000000002 -0.065104999999999982 0.088185000000000013 -0.086409999999999987 -0.03898999999999999 -0.051429999999999997 0.13713500000000003 0.14174500000000004 0.13148500000000005 0.094030000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 7 16 8 9 10 -5 13 -13 14 -12 -16 18 -18 20 -20 21 22 23 -7 -25 -23 27 28 29 -27
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leaf_weight=33 39 20 25 21 30 21 20 25 21 24 24 22 22 20 21 21 30 23 29 21 23 25 20 36 22 2383 22 20 35 23
leaf_count=33 39 20 25 21 30 21 20 25 21 24 24 22 22 20 21 21 30 23 29 21 23 25 20 36 22 2383 22 20 35 23
internal_value=0 0.000104425 -1.80396e-06 1.75804e-07 1.48641e-06 -4.99488e-07 3.94909e-06 -5.59154e-05 -2.13392e-05 2.39294e-06 3.21864e-05 -3.70329e-06 0.000103614 -5.86098e-05 -7.20297e-06 8.09578e-05 1.17311e-06 -0.000104543 3.26377e-06 0.000118748 1.06824e-06 2.98306e-06 9.51206e-05 5.10224e-06 0.000119145 -6.53949e-07 1.60558e-06 -1.2179e-07 1.47553e-06 -8.0677e-07
internal_weight=0 53 3068 3029 3004 2974 2753 221 196 175 151 130 44 86 66 42 2733 53 2680 50 2630 2607 99 79 58 2508 2483 2461 2441 2406
internal_count=3121 53 3068 3029 3004 2974 2753 221 196 175 151 130 44 86 66 42 2733 53 2680 50 2630 2607 99 79 58 2508 2483 2461 2441 2406
is_linear=0
shrinkage=0.1


Tree=2542
num_leaves=31
num_cat=0
split_feature=1213 12 13 12 402 16 12 401 1209 1212 1211 15 1213 42 130 1186 1211 1209 401 2 133 133 133 1212 1210 1213 1213 402 402 12
split_gain=5.26956e-05 0.000194495 0.000137 0.00012708 8.4784e-05 0.000221281 0.000566031 0.000114954 9.28754e-05 8.56369e-05 0.000184705 0.000353081 0.000136818 0.000616618 0.000570676 0.000168132 0.000143788 0.000103683 0.000179192 0.000349018 0.000150149 0.000194762 9.59825e-05 7.98786e-05 0.000222575 0.000122249 0.00012434 0.000112083 0.000207015 0.000163108
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=20 30 21 37 20 29 22 28 29 36 25 26 24 21 20 25 24 30 21 34 20 20 21 31 26 34 30 35 2332 20 30
leaf_count=20 30 21 37 20 29 22 28 29 36 25 26 24 21 20 25 24 30 21 34 20 20 21 31 26 34 30 35 2332 20 30
internal_value=0 -7.21683e-05 1.40243e-06 -0.000126885 2.33956e-06 0.000104573 0.000232033 -4.03802e-07 1.56713e-06 -2.53066e-07 1.35775e-06 0.000191871 -2.03216e-06 -0.00014431 -0.000345856 1.38998e-06 -1.46406e-06 9.74827e-07 -8.963e-07 -0.000208334 2.35855e-06 0.000192219 -6.68003e-07 1.46572e-06 -5.99062e-07 2.45118e-06 -1.65392e-07 2.34597e-06 0.00011514 2.85736e-05
internal_weight=0 98 77 40 3023 79 50 2944 2915 2885 2860 50 2810 66 46 2744 2708 2678 2654 41 2613 41 2572 2541 2507 2481 2447 2417 85 65
internal_count=3121 98 77 40 3023 79 50 2944 2915 2885 2860 50 2810 66 46 2744 2708 2678 2654 41 2613 41 2572 2541 2507 2481 2447 2417 85 65
is_linear=0
shrinkage=0.1


Tree=2543
num_leaves=31
num_cat=0
split_feature=33 34 9 9 8 9 1 121 124 123 132 132 15 42 1 16 130 1186 39 376 1427 156 1425 3 447 151 147 0 0 52
split_gain=5.1312e-05 5.82997e-05 9.08188e-05 0.000303105 0.000141434 9.05641e-05 8.26743e-05 0.000205261 9.17902e-05 0.000159449 6.89672e-05 0.000253621 0.0001646 0.000131534 0.000334192 0.000132411 0.000153493 8.16179e-05 8.1138e-05 9.71574e-05 8.0888e-05 8.55264e-05 0.000238191 7.98337e-05 7.83907e-05 0.00018598 0.000131651 0.000101624 0.0003236 0.000436553
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 7 -7 10 -10 12 -12 13 15 17 16 -9 -15 19 -13 21 22 24 -20 26 -26 27 -21 29 -29
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internal_value=0 -1.15221e-06 -2.46315e-06 -4.51446e-06 0.000141844 -1.8051e-06 -9.02362e-08 -1.46214e-06 7.68355e-07 0.00012994 -1.65445e-06 2.63101e-06 -5.75535e-05 -2.41592e-05 -0.000117611 5.40353e-05 -4.04699e-05 -2.9517e-06 -4.20681e-07 -2.74812e-06 -9.23289e-07 -2.63972e-06 -9.34626e-07 0.000131231 -4.0575e-06 -0.000108393 -1.06057e-06 -3.42685e-06 -1.025e-05 -0.000261706
internal_weight=0 3096 3068 3025 43 3003 2974 2954 2933 54 2879 2674 205 180 82 98 59 62 2648 2602 2579 2555 2533 46 2507 70 2437 2412 2172 50
internal_count=3121 3096 3068 3025 43 3003 2974 2954 2933 54 2879 2674 205 180 82 98 59 62 2648 2602 2579 2555 2533 46 2507 70 2437 2412 2172 50
is_linear=0
shrinkage=0.1


Tree=2544
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 16 49 131 133 16 4 40 130 121 33 9 2 4 12 158 158 43 484 16 483 52 480 50 133 0 474
split_gain=5.67654e-05 0.00151963 0.000890875 0.000228644 6.20128e-05 9.17067e-05 0.000217823 0.000139197 8.9728e-05 6.1286e-05 5.36439e-05 0.000239629 0.000168701 6.99046e-05 7.60369e-05 0.000188856 5.64165e-05 8.00254e-05 5.8725e-05 0.00027048 0.000152125 0.000378599 0.000224162 0.000185276 0.000136276 0.000108055 9.10536e-05 0.00070098 0.0004591 0.000128462
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=2 -3 10 -5 5 -7 7 8 -10 -11 11 12 13 14 15 -17 -18 18 19 20 22 -23 -24 24 -26 26 29 -29 -30 -31
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leaf_weight=25 22 23 20 20 21 24 27 26 20 33 22 21 30 29 33 22 27 34 24 22 33 20 21 32 21 20 32 20 24 2373
leaf_count=25 22 23 20 20 21 24 27 26 20 33 22 21 30 29 33 22 27 34 24 22 33 20 21 32 21 20 32 20 24 2373
internal_value=0 4.90932e-05 -3.70483e-06 -4.11434e-05 -4.73423e-06 -2.88869e-05 4.99091e-06 -5.33009e-05 1.36923e-05 -4.83574e-05 1.13773e-06 -3.56346e-09 2.54498e-06 4.399e-07 2.07427e-06 0.000118488 -2.69331e-07 1.16636e-06 -6.2419e-07 -5.69719e-05 -6.78882e-06 6.93914e-05 -0.00014081 -3.36976e-05 6.75658e-05 3.2704e-06 8.32192e-07 0.000118554 -0.000104573 -2.30052e-06
internal_weight=0 219 2902 196 176 151 127 106 79 59 2880 2860 2838 2817 2787 55 2732 2705 2676 173 149 95 54 75 53 2503 2469 64 44 2405
internal_count=3121 219 2902 196 176 151 127 106 79 59 2880 2860 2838 2817 2787 55 2732 2705 2676 173 149 95 54 75 53 2503 2469 64 44 2405
is_linear=0
shrinkage=0.1


Tree=2545
num_leaves=31
num_cat=0
split_feature=472 130 39 160 157 51 157 2 1371 52 159 151 158 0 1455 2 2 42 42 4 42 157 157 2 43 4 15 3 50 1211
split_gain=5.3463e-05 5.38652e-05 0.000104096 5.26545e-05 0.000174 0.00064489 0.000498856 0.000269257 0.000244333 0.000216996 0.000183138 0.00013366 0.000131629 0.000349695 0.00019936 0.000133082 0.000372367 0.000272584 0.00121005 0.000334153 0.000242314 0.000224407 0.00017141 0.000157368 9.91881e-05 0.000105601 0.000229757 0.000103205 9.847e-05 0.000368524
threshold=-0.39904999999999996 -0.23123999999999997 0.15619500000000003 -0.089549999999999991 -0.087424999999999989 -0.085534999999999986 -0.086394999999999986 0.10402500000000002 0.083235000000000017 -0.026204999999999996 -0.47115499999999993 -0.5413699999999998 0.10380000000000002 -0.085669999999999982 -0.092919999999999989 0.093320000000000014 0.091545000000000015 0.090395000000000017 0.088200000000000014 -0.046564999999999988 0.086730000000000015 -0.087624999999999981 -0.00052499999999999986 0.095040000000000013 -0.079734999999999986 -0.047864999999999991 -0.086254999999999984 -0.081814999999999985 0.096900000000000014 0.11048500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 12 5 -5 -6 9 10 -7 -8 -12 14 -14 -3 16 17 18 20 -19 21 -16 -23 -17 27 -26 -27 -25 -13 -30
right_child=1 2 -4 4 6 7 8 -9 -10 -11 11 28 13 -15 15 23 -18 19 -20 -21 -22 22 -24 24 25 26 -28 -29 29 -31
leaf_value=0.00015901978851096438 0.00015138887329553457 0.00035745722649153325 -0.00022961429833230794 -0.00054341819694465291 0.00049628249013039755 -1.7954595283039714e-05 -0.000303127820516238 -0.00022846065139674467 -0.00029888884933565614 0.00041331822554639078 0.00025817003470820056 -7.8718837304541156e-06 0.000133745527108981 -0.00033751315750123472 0.00027545479214394517 -0.00029311779764525244 0.00049309376772725959 0.00055576123867511005 -0.00055759919421027675 -1.5375359216704967e-05 0.00043370165891246874 -0.00025523211958858631 5.5415120466652587e-05 -1.3330732410781134e-05 7.9123652540147305e-05 4.2027033934853255e-05 -0.00039186557165205314 0.00025920603123571106 1.8957803021781803e-05 0.00045082214564899918
leaf_weight=21 23 20 20 28 20 28 20 28 28 20 20 2159 31 32 36 21 20 21 33 20 20 23 78 33 29 26 23 24 194 22
leaf_count=21 23 20 20 28 20 28 20 28 28 20 20 2159 31 32 36 21 20 21 33 20 20 23 78 33 29 26 23 24 194 22
internal_value=0 -1.07723e-06 -2.21688e-06 -7.29167e-07 -6.46313e-06 -0.000133163 -1.11323e-06 1.79834e-05 -5.18524e-06 0.000161742 -1.77998e-06 7.36495e-07 2.93098e-05 -0.000105624 4.92181e-05 3.40712e-05 7.91515e-05 4.33123e-05 -7.14909e-06 0.000277158 0.000108551 6.10833e-05 -1.53263e-05 -3.84619e-05 1.15119e-06 -7.21233e-05 -0.000161637 0.000101422 -1.43137e-06 6.2944e-05
internal_weight=0 3100 3077 3057 2567 104 2463 76 2443 48 2415 2395 490 63 427 407 251 231 190 41 157 137 101 156 135 78 49 57 2375 216
internal_count=3121 3100 3077 3057 2567 104 2463 76 2443 48 2415 2395 490 63 427 407 251 231 190 41 157 137 101 156 135 78 49 57 2375 216
is_linear=0
shrinkage=0.1


Tree=2546
num_leaves=31
num_cat=0
split_feature=33 9 2 471 11 51 3 11 1428 4 11 12 12 133 12 403 159 132 2 1204 16 1209 2 12 12 1419 160 475 3 0
split_gain=5.17786e-05 5.26432e-05 0.000293338 5.24363e-05 5.95936e-05 0.00035825 0.000141375 0.000123539 7.30375e-05 0.000489563 0.00015321 7.24665e-05 0.000639229 0.000859246 0.000396634 0.000669017 0.000424908 0.000416287 0.00224459 0.00197181 0.000350461 0.000300989 0.000286823 0.00026009 0.000193287 0.000181503 0.000177165 0.000160706 0.000159899 0.000716131
threshold=-0.018454999999999996 0.088235000000000022 -0.14451499999999998 0.10693500000000002 0.094350000000000003 -0.057604999999999996 -0.16186999999999999 0.089270000000000002 0.090025000000000008 -0.041644999999999995 0.086595000000000019 0.090165000000000009 0.089570000000000025 1.0000000180025095e-35 0.09141500000000001 -0.074254999999999988 -1.0000000180025095e-35 -0.083284999999999984 0.087545000000000026 -0.077669999999999989 -0.074319999999999983 -0.076689999999999994 0.097385000000000013 0.091545000000000015 0.089795000000000014 0.086505000000000012 -0.53379499999999991 0.05680000000000001 -0.049509999999999992 -0.04917499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 -6 -7 8 10 -10 11 12 25 24 15 -13 -17 18 -16 -19 -18 -21 -20 -23 -14 -2 -25 28 -28 -30
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 -12 14 13 -15 17 16 20 19 22 21 -22 23 -24 26 -26 -27 27 -29 29 -31
leaf_value=0.00014333711926155959 -4.2355356276483056e-06 5.6559053932274267e-05 -0.00039770111907273532 0.00016213724156841636 0.00042083333682967354 -0.00026956388406688346 0.00010643490379152355 -0.00025005033065099273 -0.00049187839489604811 0.00018460854872777736 0.00024291207715368028 0.00021353852016859338 0.00028901545572028101 0.00086538795178057635 0.0011061166782643081 2.1039370103212806e-05 -0.0002939416242313471 -0.0010026226046056764 -0.00038126723732354799 -0.00031349397020300065 -0.00079102674967346145 0.00037059168549603784 7.0306365549372579e-05 0.00027244958885906575 -0.00013513011495392262 0.00025238286743842767 1.898766732114865e-05 -0.0002832385708461516 0.00012549692033349562 -0.00057588524832681294
leaf_weight=25 1761 44 21 20 22 20 20 20 20 23 26 29 21 20 21 23 37 20 22 29 23 20 39 24 22 28 640 20 37 24
leaf_count=25 1761 44 21 20 22 20 20 20 20 23 26 29 21 20 21 23 37 20 22 29 23 20 39 24 22 28 640 20 37 24
internal_value=0 -1.15743e-06 -9.02019e-05 7.5213e-07 -3.1984e-07 9.67057e-05 -8.15645e-05 -2.35971e-06 -6.68414e-07 -0.000130037 1.25911e-06 -9.37737e-07 1.08057e-05 0.000323877 -2.2514e-05 -0.000199937 -0.000344404 -3.36114e-07 0.000214421 -2.19701e-05 -0.000484491 2.73145e-06 -9.25562e-05 1.47191e-05 7.20107e-05 -2.19149e-07 5.16546e-06 -3.73166e-06 4.24286e-06 -0.000150457
internal_weight=0 3096 65 3031 3011 62 40 2949 2929 43 2886 2860 1852 63 1008 112 83 896 82 814 60 794 61 765 43 1789 745 721 701 61
internal_count=3121 3096 65 3031 3011 62 40 2949 2929 43 2886 2860 1852 63 1008 112 83 896 82 814 60 794 61 765 43 1789 745 721 701 61
is_linear=0
shrinkage=0.1


Tree=2547
num_leaves=31
num_cat=0
split_feature=132 1185 1203 399 13 0 12 2 133 130 4 4 9 1 13 147 2 147 4 1426 1427 1426 1348 160 3 3 4 160 160 16
split_gain=6.05942e-05 0.000277752 0.00019145 6.53019e-05 8.82127e-05 5.52461e-05 9.71546e-05 0.000220764 0.000196896 5.40069e-05 9.16284e-05 0.000108468 8.22903e-05 7.42588e-05 0.000295183 0.000228735 0.000102132 8.03947e-05 0.000130812 0.000107852 0.000108836 8.34146e-05 8.37121e-05 0.000141638 0.000116238 0.000158021 0.000470535 0.000353417 0.000164941 0.000161446
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.065739999999999979 -0.0090849999999999976 -0.11242999999999999 0.11418000000000002 0.097385000000000013 -0.40071499999999999 -0.23123999999999997 0.62931500000000018 0.6227450000000001 -0.092544999999999975 0.13707500000000003 0.01128 0.10479500000000001 0.14838000000000004 0.093875000000000014 0.51388000000000011 -0.089244999999999977 0.094380000000000006 -0.052649999999999995 0.085630000000000012 0.51752500000000012 0.0022600000000000003 0.088060000000000013 -0.00027999999999999998 0.11055500000000001 0.088020000000000015 -0.034884999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -3 -1 7 8 -7 -5 11 12 -11 15 16 17 -15 18 19 -14 21 -21 23 24 -23 26 -26 28 29 -27
right_child=1 3 -4 9 -6 6 -8 -9 -10 10 -12 -13 13 14 -16 -17 -18 -19 -20 20 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.00014165164524456488 0.00036621597939215248 0.00026968233966423818 -0.00029991872918428813 0.00015508097613664258 1.5468452370325208e-05 -0.00034439025432220661 -0.00018019998743612736 0.00024957343602777812 2.4890456794916345e-06 0.00018651588900905588 -0.00016072161197371317 0.000231889586430043 0.00020399140507484286 8.9132113812500439e-05 -0.00042106188983390374 0.00030731536559566546 -0.0001214460845360355 -0.00014532086650620048 -0.00025538362577208322 -0.00016566751398767662 0.00022595716956337649 -9.6093107982850868e-06 -0.00017907064421496428 0.00022493122347181532 -5.2516780430634854e-05 -7.1351425036222542e-05 0.0004636336990215844 -0.00038497409317642453 0.00030173846243997104 0.00011701715486776596
leaf_weight=20 21 21 27 22 39 20 36 29 90 23 36 20 26 51 21 24 42 39 20 31 21 2091 26 28 38 91 33 20 24 91
leaf_count=20 21 21 27 22 39 20 36 29 90 23 36 20 26 51 21 24 42 39 20 31 21 2091 26 28 38 91 33 20 24 91
internal_value=0 3.85586e-06 -5.0352e-05 1.21181e-06 0.000104443 -1.57966e-05 -3.37906e-05 4.12834e-06 -6.05799e-05 -9.86162e-07 -2.21416e-06 -1.4667e-07 -1.84036e-06 -3.43484e-06 -8.24324e-05 2.49068e-08 -5.96772e-06 -2.83472e-06 -6.46938e-07 1.37478e-06 -7.37501e-07 -2.66253e-06 -5.93257e-07 1.32744e-06 -1.29438e-06 5.72461e-05 0.000187384 1.6362e-05 5.53267e-05 2.28329e-05
internal_weight=0 2899 222 2878 60 195 175 139 110 2818 2796 2760 2740 2717 114 2603 93 2579 2540 2520 2494 2473 2442 2416 2388 297 71 226 206 182
internal_count=3121 2899 222 2878 60 195 175 139 110 2818 2796 2760 2740 2717 114 2603 93 2579 2540 2520 2494 2473 2442 2416 2388 297 71 226 206 182
is_linear=0
shrinkage=0.1


Tree=2548
num_leaves=31
num_cat=0
split_feature=1203 1204 400 133 12 3 4 399 400 393 130 42 43 0 43 0 13 4 42 12 42 42 42 132 43 12 43 43 1210 16
split_gain=5.15616e-05 8.11891e-05 0.000116814 6.99796e-05 0.000302978 0.000403008 0.000207553 7.55564e-05 0.000210021 0.00010413 7.45366e-05 0.000171176 6.28262e-05 0.000345143 0.000264471 0.000213479 0.000174269 0.000141936 0.000375799 0.000212059 0.000195396 0.000373947 0.00016187 0.000132037 0.000125373 0.000196623 0.000160308 0.000120378 0.000115561 0.000263952
threshold=0.10970500000000001 0.057120000000000011 0.12955000000000003 0.51114000000000004 0.097325000000000009 -0.078244999999999995 -0.036839999999999991 0.093190000000000009 0.10782000000000001 0.11170000000000001 -0.22699999999999995 0.15432000000000004 0.062770000000000006 -0.13843999999999998 0.05259500000000001 -0.10151999999999999 -0.117405 -0.077834999999999988 0.089390000000000011 0.088615000000000013 0.090690000000000007 0.10024000000000001 -0.018024999999999996 -0.41094499999999995 0.016310000000000002 0.093105000000000007 0.0051600000000000005 0.0034250000000000005 -0.0061249999999999994 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 -6 9 -9 10 -1 12 14 -14 24 16 -15 18 19 -17 22 -22 23 -19 26 -26 27 28 29 -12
right_child=-2 -3 -4 4 6 -7 -8 8 -10 -11 11 -13 13 15 -16 17 -18 20 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00017425715129017289 0.00016004867866286078 -0.0001882160432417194 0.00022488637376860107 -9.8023213589234132e-06 0.00034618244568264346 -0.00057329289986889553 -9.4291022516857921e-05 0.00033906388081326761 -0.00010402108469861559 -0.00019978340065930611 0.0001633083594413165 0.00027442049278128571 -0.00043366619148790575 2.1528376819333062e-05 0.0002913030411946238 -0.00029944223165512089 0.00040261096750327852 1.5160253497015219e-05 0.00041561617621309354 7.1823780453996738e-05 -0.00060875327268149714 -5.7543860111763938e-05 0.00016368246912558488 -0.0002752947454453157 -0.0003958406347373966 4.22712041264666e-05 0.00025681280473509104 -0.0002002314630803524 -1.8101644092831098e-06 -7.8204890809761959e-05
leaf_weight=24 20 23 23 30 20 22 23 23 20 26 128 23 21 30 32 25 20 34 21 40 20 32 30 29 20 21 25 29 2217 70
leaf_count=24 20 23 23 30 20 22 23 23 20 26 128 23 21 30 32 25 20 34 21 40 20 32 30 29 20 21 25 29 2217 70
internal_value=0 -1.03223e-06 3.66475e-07 -1.32385e-06 -8.58059e-05 -0.000248202 0.00011058 1.38756e-06 0.000132978 -5.52234e-07 1.23954e-06 2.70864e-06 5.11253e-07 -4.26099e-05 5.63422e-06 -1.3385e-05 0.000173961 -5.39362e-05 4.78469e-05 -7.09708e-05 -0.000114304 -0.000269547 -2.75013e-05 -0.000118541 1.99222e-06 -0.000171442 4.87226e-06 2.29512e-06 4.72712e-06 7.79249e-05
internal_weight=0 3101 3078 3055 95 52 43 2960 43 2917 2891 2867 2844 302 2542 281 50 231 86 65 145 52 93 63 2510 41 2469 2444 2415 198
internal_count=3121 3101 3078 3055 95 52 43 2960 43 2917 2891 2867 2844 302 2542 281 50 231 86 65 145 52 93 63 2510 41 2469 2444 2415 198
is_linear=0
shrinkage=0.1


Tree=2549
num_leaves=31
num_cat=0
split_feature=12 130 12 142 133 11 33 1 1 9 10 2 1 34 376 2 52 12 132 15 132 1 2 400 41 42 12 1 128 38
split_gain=4.86114e-05 0.000171888 5.43906e-05 0.000183973 0.000155202 0.000113165 7.52918e-05 6.58255e-05 7.65188e-05 0.000118739 0.000225167 8.22992e-05 0.000104234 0.00014221 9.98832e-05 9.45305e-05 0.00014247 8.47699e-05 8.42936e-05 0.00177136 0.000782125 0.000314441 8.24526e-05 9.21345e-05 7.44151e-05 0.00019718 0.000290988 0.000116559 7.57633e-05 0.000161498
threshold=0.23631000000000002 -0.22562499999999999 0.12757000000000002 -0.057499999999999989 0.017095000000000003 -0.014494999999999999 -0.044254999999999996 0.15799000000000005 0.14754500000000001 0.088235000000000022 0.087010000000000018 0.14122000000000004 0.13820500000000002 -0.086059999999999984 0.089985000000000023 0.14753000000000002 0.08709500000000002 0.11734000000000001 -0.083284999999999984 0.091915000000000011 -0.069704999999999989 0.088135000000000005 0.089320000000000024 -0.016164999999999995 0.077300000000000021 0.090690000000000007 0.085565000000000016 0.085475000000000009 0.11876500000000001 0.10208000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5 -7 8 9 11 -11 12 13 -8 17 -13 -17 18 19 21 -20 22 23 -15 28 26 -26 -27 29 -22
right_child=-2 2 4 5 -6 6 7 -9 -10 10 -12 15 -14 14 -16 16 -18 -19 20 -21 24 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.00026222765544662256 -0.00014484341499274193 0.0002826151484243936 -0.0002474922759120091 -0.00022725798798174684 6.6459406685504698e-05 0.00019375271938770311 0.00025351567660849964 -0.00016586621313763317 0.00017462450137827545 -0.00039154491499754259 5.1364278753377827e-05 0.00026178706000791864 -0.00021348133893258383 2.9636144631695061e-05 -0.00020485890954375919 0.00014341522216384945 -0.00017965389270102605 -0.00015026883144388637 -0.00059614327639627104 0.00093038100378526863 3.6230261663014664e-07 -0.00037379307527589845 0.00014488686158853985 -0.00019063624085565269 0.00042413717591747026 -0.00022892452834639699 -5.467749936294488e-05 8.9741050229955971e-05 0.00018832098645805759 -0.0002456261424985887
leaf_weight=25 23 23 32 22 31 20 22 24 25 22 24 25 23 64 24 39 21 37 22 21 2319 25 35 27 30 22 22 24 21 27
leaf_count=25 23 23 32 22 31 20 22 24 25 22 24 25 23 64 24 39 21 37 22 21 2319 25 35 27 30 22 22 24 21 27
internal_value=0 1.07534e-06 -1.04923e-06 8.7549e-07 -9.30081e-05 -1.29391e-06 3.82716e-07 -9.30493e-07 4.24679e-07 -1.07912e-06 -0.000160462 1.49338e-06 -1.48608e-06 2.92141e-07 -1.75599e-06 9.84134e-05 3.0341e-05 5.20478e-08 2.14376e-06 6.98474e-05 -2.53859e-06 -4.98295e-05 1.4449e-05 -3.57194e-05 2.7593e-06 8.81495e-05 0.000221562 -6.26642e-05 -7.76082e-07 -2.46877e-06
internal_weight=0 3098 3073 3010 63 2987 2965 2945 2921 2896 46 2850 2765 2742 2720 85 60 2696 2659 172 2487 151 126 91 2465 98 52 46 2367 2346
internal_count=3121 3098 3073 3010 63 2987 2965 2945 2921 2896 46 2850 2765 2742 2720 85 60 2696 2659 172 2487 151 126 91 2465 98 52 46 2367 2346
is_linear=0
shrinkage=0.1


Tree=2550
num_leaves=31
num_cat=0
split_feature=132 399 15 130 40 393 12 1177 403 481 4 403 15 403 403 402 131 1212 1212 1211 402 402 15 52 402 1213 402 4 1210 1209
split_gain=5.34493e-05 0.000309037 0.000246355 7.64934e-05 0.000109171 6.13023e-05 0.000195658 6.54129e-05 6.74379e-05 7.07311e-05 0.000372478 0.000253657 0.000224918 9.82213e-05 0.000182944 0.000134883 8.73088e-05 9.51014e-05 0.000156275 0.000299324 9.80143e-05 0.000180148 0.000271439 0.000136264 0.000111743 0.000494792 0.000397855 0.000228751 0.000111488 0.000316806
threshold=-0.083449999999999983 0.091580000000000009 0.092400000000000024 -0.22699999999999995 -0.23755499999999996 0.092175000000000021 0.090020000000000017 -0.074249999999999997 0.55673500000000009 -0.087424999999999989 -0.050494999999999991 -0.55327499999999985 -0.008624999999999999 -0.54856499999999986 -0.53960999999999981 0.23460000000000003 0.13602500000000003 0.13631000000000001 0.11006000000000002 0.11671000000000002 -0.45015499999999992 -0.16927999999999996 0.084735000000000019 0.087765000000000024 -0.088099999999999984 -0.021674999999999996 -0.064959999999999976 -0.081984999999999988 -0.078184999999999991 -0.069599999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 7 -7 -6 9 10 -9 -11 -12 -13 -15 16 17 18 20 -20 23 22 -22 -16 25 27 -26 -23 -28 -30
right_child=1 -3 -4 4 5 6 -8 8 -10 11 12 13 -14 14 15 -17 -18 -19 19 -21 21 24 -24 -25 26 -27 28 -29 29 -31
leaf_value=-9.3548108304016447e-06 -0.00017796579765748296 0.00028687348561729062 -0.00034318157797679307 0.00020936326810624452 0.00014570920488509847 0.00010193099969910691 -0.00033510398775217173 -0.00035642217970951497 -0.00014246209924970049 0.00031532150079818588 -6.8541152026266487e-05 -0.00019995100786521412 0.00032510711656262483 0.00030455534288194032 2.009207457211398e-05 -0.00023020880605326965 0.00017000544593752094 -0.00017582804769820844 0.00042063025647075849 -8.5123001058077946e-05 -5.8904431352857503e-05 0.0002119366977093441 0.00045011513118631475 -0.00034056041040457789 0.00042587914239530539 -0.00054681826324667784 -0.0002365103921329137 -0.0002096889087790094 0.00027952645912591838 -4.4832327680754545e-06
leaf_weight=191 24 38 25 25 31 20 21 33 33 26 47 24 21 20 22 25 31 30 25 22 20 31 22 20 22 20 20 22 40 2170
leaf_count=191 24 38 25 25 31 20 21 33 33 26 47 24 21 20 22 25 31 30 25 22 20 31 22 20 22 20 20 22 40 2170
internal_value=0 3.56844e-06 -4.79922e-05 -1.86567e-07 1.31421e-06 -5.31508e-07 -0.000121916 1.26063e-06 -3.7007e-07 1.35829e-06 -8.07536e-05 4.53337e-06 5.30267e-05 1.40866e-06 3.29493e-06 9.2467e-07 3.22039e-06 1.14061e-06 3.30228e-06 0.000183895 -2.21106e-07 2.4658e-06 0.000207725 -0.000151647 -1.24211e-06 -0.000123007 2.70496e-06 3.69223e-05 -1.46985e-06 6.57214e-07
internal_weight=0 2905 216 2867 2843 2818 41 2777 2746 2713 101 2612 68 2586 2562 2542 2517 2486 2456 47 2409 2367 42 42 2325 73 2252 53 2230 2210
internal_count=3121 2905 216 2867 2843 2818 41 2777 2746 2713 101 2612 68 2586 2562 2542 2517 2486 2456 47 2409 2367 42 42 2325 73 2252 53 2230 2210
is_linear=0
shrinkage=0.1


Tree=2551
num_leaves=31
num_cat=0
split_feature=133 133 1447 1447 160 133 160 483 42 1375 150 1372 133 160 2 4 4 15 2 4 3 51 3 13 3 13 16 42 1 42
split_gain=4.8134e-05 0.000424253 0.00035445 0.000762952 0.000346567 0.000845228 0.000673332 0.000558605 0.000403072 0.000202155 0.000527438 0.000232844 0.000239029 0.000305411 0.000764288 0.00019123 0.000429214 0.000482986 0.000321937 0.000302075 0.000245635 0.000178832 0.000178371 0.000351217 0.000308316 0.000963023 0.000273548 0.000239422 0.00025094 0.000160309
threshold=0.089405000000000012 0.089755000000000015 -0.085684999999999997 -0.065974999999999992 -0.085764999999999994 0.098785000000000012 -0.063384999999999983 0.055770000000000007 -0.14899999999999999 -0.15308499999999997 0.10980500000000001 -0.065504999999999994 0.087625000000000022 0.066685000000000008 0.08734500000000002 -0.080744999999999997 -0.081839999999999982 0.086355000000000015 0.086285000000000014 -0.078629999999999992 -0.090809999999999988 0.0053700000000000006 -0.073309999999999986 -0.06977499999999999 -0.077644999999999978 -0.069964999999999986 -0.080509999999999984 0.089015000000000025 0.090405000000000013 0.08426500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 -4 5 -5 -6 8 -8 10 -1 -11 -13 14 -14 16 17 -10 -19 -17 -20 22 24 -24 27 -26 -25 29 -29 -21
right_child=1 2 3 4 6 -7 7 -9 15 11 -12 12 13 -15 -16 19 -18 18 20 21 -22 -23 23 26 25 -27 -28 28 -30 -31
leaf_value=0.00054730892270526965 -0.00045549372205807068 0.0003855470384223736 -0.0006305791577324272 0.00056138906095709118 -0.0004776703368406743 -7.9344280507939404e-05 -0.00046555867680581292 0.00051330544149095656 0.00025090078803865861 -0.00029539221001099439 -8.1641671325390541e-05 -9.0025694499886029e-07 0.00053520438552368433 0.00041301164264382354 -0.0002219060141942464 -0.00035739503771702432 0.00042578358518464179 0.00013585033501096238 -0.00011159779087788396 -5.0698276568366016e-05 -0.00059077975762193095 0.00023132071409446119 0.00029643855485072634 0.00019932707932422916 -0.00080308301972267641 0.00012235918345496706 -0.00025039192692738178 0.00027960710569238255 -0.00013557921559671134 -0.00039602994112101445
leaf_weight=24 22 22 20 35 32 50 20 20 45 26 30 2268 20 32 40 29 30 22 23 41 20 26 39 21 22 23 38 37 24 20
leaf_count=24 22 22 20 35 32 50 20 20 45 26 30 2268 20 32 40 29 30 22 23 41 20 26 39 21 22 23 38 37 24 20
internal_value=0 -2.35072e-05 -9.08577e-06 -2.27152e-05 -3.01131e-06 0.000184487 -3.29688e-05 -4.50786e-06 -2.60834e-05 6.56082e-06 0.000197892 2.23061e-06 5.50951e-06 0.000163524 3.04641e-05 -6.97579e-06 9.05029e-05 -9.37286e-07 -0.000175287 -4.96227e-05 -0.000334473 -1.89513e-05 -4.35062e-05 6.35926e-05 -0.000106355 -0.000330079 -9.03225e-05 -2.38333e-05 0.000116255 -0.000163922
internal_weight=0 681 659 637 617 85 532 500 480 2440 54 2386 2360 92 60 460 140 110 65 320 43 291 265 98 167 45 59 122 61 61
internal_count=3121 681 659 637 617 85 532 500 480 2440 54 2386 2360 92 60 460 140 110 65 320 43 291 265 98 167 45 59 122 61 61
is_linear=0
shrinkage=0.1


Tree=2552
num_leaves=31
num_cat=0
split_feature=1210 1210 402 1208 1208 1209 1209 1213 1213 402 1210 1213 15 1213 1209 0 12 2 52 1213 160 402 1211 1 1186 1203 394 1186 13 12
split_gain=4.99926e-05 6.19489e-05 5.4037e-05 4.97816e-05 0.000125604 8.50977e-05 9.5993e-05 5.6993e-05 0.000201562 0.000177416 0.00017255 0.000161875 0.000411665 0.000383405 0.000263524 0.000162502 0.00020823 9.43606e-05 0.000268922 8.14066e-05 0.000286931 0.000707073 0.000221132 0.000207272 0.000118278 0.00010389 0.000102043 0.000108843 9.91589e-05 0.00016121
threshold=-0.42132499999999995 -0.14310999999999999 0.13775000000000001 0.11846000000000001 0.098655000000000007 -0.087714999999999987 -0.074484999999999982 -0.082414999999999974 -0.081399999999999986 0.11320500000000001 -0.080859999999999974 -0.086979999999999988 0.088495000000000018 -0.088159999999999974 0.086665000000000006 -0.088774999999999979 0.085565000000000016 0.086000000000000007 0.089575000000000016 0.0036000000000000003 -0.025879999999999997 0.094750000000000015 0.11048500000000001 0.087135000000000004 -0.091099999999999987 0.088820000000000024 0.0041850000000000004 -1.0000000180025095e-35 -0.014169999999999999 0.091930000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 11 -9 10 -10 13 -13 14 15 -8 -17 -18 -19 22 -21 23 24 28 -12 26 27 -26 -22 -30
right_child=1 2 -4 -5 -6 6 7 8 9 -11 19 12 -14 -15 -16 16 17 18 -20 20 21 -23 -24 -25 25 -27 -28 -29 29 -31
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leaf_weight=25 31 36 22 24 29 39 33 21 21 28 24 36 23 21 20 23 39 22 23 38 61 20 22 20 26 31 21 2248 71 23
leaf_count=25 31 36 22 24 29 39 33 21 21 28 24 36 23 21 20 23 39 22 23 38 61 20 22 20 26 31 21 2248 71 23
internal_value=0 -1.1373e-06 2.85295e-07 1.41429e-06 2.73886e-07 2.28267e-06 4.20287e-07 2.50539e-06 6.69367e-06 4.25191e-06 1.58212e-06 -4.41764e-05 -0.000188022 2.7125e-06 -5.00153e-05 -1.50861e-06 5.83229e-05 -1.4674e-05 8.39953e-05 -7.194e-07 -5.71228e-05 -0.00010611 4.82107e-06 -4.17363e-05 1.86683e-06 -4.12037e-07 2.04421e-06 1.78613e-08 -2.6431e-06 -6.7075e-05
internal_weight=0 3096 3065 3043 3019 2990 2954 2915 2675 2654 2626 240 59 181 160 140 107 84 45 2605 233 195 2372 175 2350 2326 2295 2274 155 94
internal_count=3121 3096 3065 3043 3019 2990 2954 2915 2675 2654 2626 240 59 181 160 140 107 84 45 2605 233 195 2372 175 2350 2326 2295 2274 155 94
is_linear=0
shrinkage=0.1


Tree=2553
num_leaves=31
num_cat=0
split_feature=1203 1204 1203 132 132 1203 0 12 16 42 11 156 1425 52 11 157 2 16 156 1 120 15 33 9 150 16 149 13 13 13
split_gain=5.39994e-05 7.41182e-05 8.25176e-05 6.734e-05 0.000285533 0.000200266 5.96096e-05 0.000157555 0.000166298 8.96798e-05 5.26131e-05 0.000246663 0.000222257 0.000140625 0.000116495 8.87736e-05 0.000367202 9.41646e-05 0.000237007 8.39382e-05 0.000194629 0.000133809 0.000134142 0.000116022 7.51115e-05 0.000539257 8.81714e-05 8.05607e-05 0.000351663 9.47247e-05
threshold=0.10970500000000001 0.057120000000000011 -1.0000000180025095e-35 -0.083174999999999985 -0.034244999999999991 0.089005000000000015 -0.087084999999999982 0.11418000000000002 -0.081299999999999983 -0.015274999999999999 0.090070000000000025 0.11467500000000001 0.10034500000000002 -0.22660999999999995 0.10553000000000001 0.23903500000000003 0.10060500000000001 0.6352000000000001 0.12640500000000002 0.16540500000000002 1.0000000180025095e-35 -0.5556049999999999 -0.012019999999999998 0.091600000000000015 0.12820000000000001 -0.071854999999999988 0.097720000000000015 -0.40078499999999995 -0.17933499999999997 -0.42195999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 9 8 -8 -4 12 13 15 -12 -15 17 -17 18 19 20 21 -6 -23 24 26 -26 27 29 -29 -24
right_child=-2 -3 3 4 10 -7 7 -9 -10 -11 11 -13 -14 14 -16 16 -18 -19 -20 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00017767639409822341 0.00016378855245420711 -0.0001799034502413554 0.00016008116419340826 0.00037911775754764679 0.0001955311022945406 -0.00035820219723973427 -0.00014775057792871236 -0.00029132215084973727 0.00015632004803462353 -6.1780880021519572e-05 -0.00024309110245667397 0.00035836076181705882 -0.00033475422562332822 -4.5331853363998515e-05 0.00025882453075610102 -9.9140883009697848e-05 0.00046187995467334987 -0.00017586457016154929 0.00034237949919770473 0.00019133755637416142 -0.00023253283796146061 -0.00025003204791573808 2.8265306853779383e-05 0.00021679141949183155 0.0005031156363353755 -0.00016227154658203101 -0.00019345893902936951 -0.00031827900324464688 -3.2894480552289261e-06 0.00026979136256903238
leaf_weight=26 20 23 35 20 34 20 37 25 35 38 20 23 20 34 20 28 20 31 20 22 37 22 62 24 21 29 25 36 2292 22
leaf_count=26 20 23 35 20 34 20 37 25 35 38 20 23 20 34 20 28 20 31 20 22 37 22 62 24 21 29 25 36 2292 22
internal_value=0 -1.05636e-06 2.80059e-07 -1.23118e-06 2.59606e-06 -5.88816e-05 -2.36674e-05 -7.50374e-05 6.15319e-08 4.45913e-05 -5.36316e-08 7.23266e-05 -2.61133e-06 -1.65759e-05 6.73187e-05 -1.73585e-07 0.000134618 -2.59046e-06 -5.6042e-07 -3.1723e-06 -4.81563e-06 -1.53337e-06 -4.17854e-06 -2.0245e-06 -4.13612e-06 0.000117191 -6.62539e-06 -4.68889e-06 -8.16042e-06 9.15221e-05
internal_weight=0 3101 3078 3052 2862 190 170 97 72 73 2842 97 2745 74 54 2725 48 2677 2646 2626 2604 2567 2533 2511 2487 50 2437 2412 2328 84
internal_count=3121 3101 3078 3052 2862 190 170 97 72 73 2842 97 2745 74 54 2725 48 2677 2646 2626 2604 2567 2533 2511 2487 50 2437 2412 2328 84
is_linear=0
shrinkage=0.1


Tree=2554
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 12 130 10 1 1 33 13 124 15 16 160 3 3 4 129 402 133 12 12 0 15 13 15 16 147 447
split_gain=5.45303e-05 0.00150151 0.000871446 0.000204449 5.18205e-05 0.000176264 5.56306e-05 0.000443351 0.000272811 0.000168057 0.000125601 0.000143957 5.41268e-05 5.81147e-05 0.000323251 0.000270881 0.00040758 0.000316291 0.000245999 0.000189852 0.000259013 0.000176365 0.000253539 0.000145653 0.000139119 0.000165102 0.000141526 0.000156967 0.000118769 0.000244177
threshold=-0.083284999999999984 0.10450500000000001 0.12358500000000001 0.089480000000000018 0.23631000000000002 -0.22562499999999999 -0.010699999999999999 0.093400000000000025 0.10956 -1.0000000180025095e-35 -0.11122999999999998 -0.058514999999999991 0.23208000000000004 -0.14158499999999996 0.10493500000000001 -0.13309499999999996 -0.15121499999999996 -0.0063549999999999987 -0.082304999999999975 0.09388500000000001 -0.020859999999999997 0.097325000000000009 0.088435000000000014 -0.23194499999999998 -0.040439999999999997 -0.090204999999999994 -0.092334999999999987 -0.36241499999999999 0.094075000000000006 0.087750000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -2 7 -7 -9 -8 -10 -12 13 14 15 16 -11 -17 -15 20 -19 22 24 -20 25 -22 27 -27 29 -25
right_child=2 -3 -4 -5 -6 6 9 8 10 12 11 -13 -14 18 -16 17 -18 19 23 -21 21 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=-1.0121574282061502e-06 0.00028409992539143953 0.00087406737817218537 -0.00066144563967100115 -0.00033812696347013116 -0.00014856812055728845 -0.00047176577870480042 0.0002558372624452414 0.00035467738351144365 9.8018922766766924e-05 -5.6096269154774131e-06 7.4874104029731832e-06 -0.0003585535644864043 0.00016029469788052318 0.00034634859825711747 -0.00035667885737172492 -0.00042784304047624276 0.00046029785792468049 0.00032456386252306403 0.00023330451329928582 -0.00030996888959965543 0.00013782805237860885 -0.00031803969031898307 0.00022113856903160922 -1.2631107687704386e-06 -0.00022403743746391951 -6.282389572654314e-05 0.00013723110023420305 -0.00036853074588262563 -0.00022161981021326938 0.00034139811093718026
leaf_weight=179 22 20 20 20 23 22 26 20 29 57 22 21 21 21 29 21 28 22 27 22 50 20 40 2138 39 71 24 22 24 21
leaf_count=179 22 20 20 20 23 22 26 20 29 57 22 21 21 21 29 21 28 22 27 22 50 20 40 2138 39 71 24 22 24 21
internal_value=0 4.8117e-05 -3.63116e-06 -3.4893e-05 9.33826e-07 2.13654e-06 -4.99978e-08 -6.84882e-05 2.79478e-05 2.81521e-06 -6.28105e-05 -0.000171277 3.75988e-07 -8.78979e-07 -3.38756e-05 -1.13725e-05 0.000147866 -5.22645e-05 5.7026e-06 -2.68221e-05 -5.19281e-06 -3.24659e-05 -9.24854e-06 2.46569e-06 -5.39839e-05 -1.42708e-05 -7.92703e-05 -0.000135142 -3.89393e-07 2.06986e-06
internal_weight=0 219 2902 199 2882 2859 2837 114 92 2723 72 43 2697 2676 445 416 85 331 2231 310 288 266 246 2210 206 167 117 93 2183 2159
internal_count=3121 219 2902 199 2882 2859 2837 114 92 2723 72 43 2697 2676 445 416 85 331 2231 310 288 266 246 2210 206 167 117 93 2183 2159
is_linear=0
shrinkage=0.1


Tree=2555
num_leaves=31
num_cat=0
split_feature=1203 12 1203 131 130 121 33 9 2 15 15 1209 12 1447 15 403 1447 1455 1446 160 1213 1213 401 3 3 0 0 15 1212 3
split_gain=5.94958e-05 0.000128195 8.72563e-05 5.5589e-05 5.42175e-05 0.000119034 8.21291e-05 8.18373e-05 0.000243165 6.38285e-05 0.000569632 0.000197239 0.000647891 0.000195734 0.000529625 0.000549686 0.000231152 0.00033285 0.000246428 0.000325897 0.000216635 0.000354961 0.000288369 0.000194259 0.00084471 0.000314221 0.000506734 0.000237548 0.000190343 0.000273311
threshold=0.091650000000000009 0.090455000000000021 0.088730000000000017 0.13857500000000003 -0.23647499999999996 -0.088279999999999983 -0.009184999999999997 0.088235000000000022 -0.15339499999999998 0.087575000000000014 0.087260000000000018 -0.077594999999999983 0.090695000000000012 -0.085684999999999997 0.088235000000000022 -0.080194999999999975 -0.082869999999999985 -0.065979999999999983 0.037915000000000011 -0.53908999999999996 -0.24064499999999997 -0.085049999999999987 0.11655000000000001 -0.069009999999999974 -0.073309999999999986 -0.070889999999999995 -0.067094999999999988 0.12044500000000001 0.11796000000000001 -0.076669999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7 9 -9 10 -8 12 -11 -13 15 -15 -16 -18 19 -19 -21 -22 23 24 25 28 -27 -25 29 -23
right_child=1 -3 -4 -5 5 6 7 8 -10 11 -12 13 -14 14 16 -17 17 18 -20 20 21 22 -24 27 -26 26 -28 -29 -30 -31
leaf_value=-0.00016352830891264603 -6.6712641323804224e-05 0.00021091244035722833 -0.00019610107613160559 -0.00015896785123252564 0.00021896001769346185 -0.00016478257457492874 -4.2153446147554225e-06 -4.1614893357414207e-05 0.00037244295109184868 0.00062601331266618919 -0.00051566478584639055 0.00023887481863008966 -0.0001692634919527336 -0.00067324733080686592 0.00035061485527659815 1.811939342271375e-05 -0.00033672599227149757 -0.0003330065736708303 0.00028618355946881429 -0.00020889184828515032 0.00038165162123429279 7.916492253136974e-05 -0.00032688058933920481 -0.00028740939950304374 0.00065279107129754274 -0.0004553371919610072 0.00016854625099095639 4.7047515370111264e-05 -0.00016802151745091227 0.00046084148211992301
leaf_weight=20 29 39 23 22 25 30 2144 37 23 21 22 36 20 23 21 23 26 26 35 35 30 176 22 35 24 30 23 54 26 21
leaf_count=20 29 39 23 22 25 30 2144 37 23 21 22 36 20 23 21 23 26 26 35 35 30 176 22 35 24 30 23 54 26 21
internal_value=0 9.25135e-05 -2.06057e-06 -5.87658e-07 5.70708e-07 1.6691e-06 -1.64274e-07 1.51951e-06 0.000117107 -8.94432e-07 -9.41012e-06 2.51947e-05 0.000238073 1.20895e-05 -8.69656e-07 -0.000327564 2.48631e-05 1.27125e-05 2.96313e-05 1.17442e-05 3.05751e-05 4.95805e-05 2.53417e-05 4.52617e-05 8.37519e-05 3.42702e-05 -0.000184595 -8.44805e-05 8.62876e-05 0.000119851
internal_weight=0 68 3053 3030 3008 2988 2963 2933 60 2873 2166 707 41 666 630 46 584 563 537 502 476 441 411 389 300 276 53 89 223 197
internal_count=3121 68 3053 3030 3008 2988 2963 2933 60 2873 2166 707 41 666 630 46 584 563 537 502 476 441 411 389 300 276 53 89 223 197
is_linear=0
shrinkage=0.1


Tree=2556
num_leaves=31
num_cat=0
split_feature=1213 1210 132 1203 1185 50 12 130 10 0 0 30 52 33 1 13 39 159 1 11 1427 156 16 11 3 51 16 52 1 1
split_gain=5.50205e-05 5.21656e-05 5.39805e-05 0.00154324 0.000763171 0.000266073 4.83739e-05 0.000146219 4.89578e-05 0.000426565 0.000457437 0.00016236 0.000180561 0.000157677 5.88848e-05 0.000207011 0.000406863 0.00016386 0.000123009 8.53389e-05 0.00015165 0.000118653 0.000285305 7.79991e-05 0.000122938 0.000343389 0.000161485 0.000204783 9.36654e-05 7.83775e-05
threshold=0.51370000000000016 -0.42132499999999995 -0.083284999999999984 0.089165000000000008 -0.087384999999999977 0.10022000000000002 0.23631000000000002 -0.22562499999999999 -0.010699999999999999 -0.10224499999999999 -0.087414999999999979 0.087020000000000014 -0.075329999999999994 -1.0000000180025095e-35 0.13756000000000004 -0.13710499999999998 0.089790000000000023 0.097885000000000014 0.13534000000000004 0.10553000000000001 0.094435000000000005 0.3248100000000001 0.6352000000000001 0.095165000000000013 -0.16726499999999997 0.024995000000000003 -0.014034999999999997 -0.091869999999999993 0.13265500000000002 0.12811000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 7 -6 9 -9 -11 12 -12 -10 18 17 -17 -16 19 20 21 22 23 24 25 26 -15 -28 29 -26
right_child=-2 2 4 -5 6 -7 -8 8 13 10 11 -13 -14 14 15 16 -18 -19 -20 -21 -22 -23 -24 -25 28 -27 27 -29 -30 -31
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leaf_count=25 20 176 20 23 25 20 23 23 26 20 24 21 26 27 21 27 21 23 28 20 22 21 35 23 2271 20 21 20 24 25
internal_value=0 -1.0663e-06 -2.23558e-06 4.56118e-05 -5.90326e-06 -4.5323e-05 -1.56375e-06 -3.83219e-07 -2.54139e-06 -6.67209e-05 3.05277e-05 -8.84679e-05 -0.00018647 1.93736e-07 -2.21155e-06 7.63902e-05 0.000220008 -8.0284e-05 -5.03962e-06 -2.73177e-06 -1.09169e-06 -3.40399e-06 -1.38834e-06 -5.46965e-06 -3.71905e-06 0.000112297 5.16638e-06 -0.000119889 -8.11964e-06 -1.01739e-05
internal_weight=0 3101 3076 219 2857 196 2837 2814 2789 114 91 71 50 2675 2649 92 48 44 2557 2529 2509 2487 2466 2431 2408 88 68 41 2320 2296
internal_count=3121 3101 3076 219 2857 196 2837 2814 2789 114 91 71 50 2675 2649 92 48 44 2557 2529 2509 2487 2466 2431 2408 88 68 41 2320 2296
is_linear=0
shrinkage=0.1


Tree=2557
num_leaves=31
num_cat=0
split_feature=130 10 2 1 33 10 4 4 31 39 45 142 52 52 13 43 2 0 4 133 13 481 13 13 1209 2 52 42 52 52
split_gain=5.76823e-05 0.0001189 0.000169898 8.67163e-05 5.47578e-05 9.47466e-05 0.000836597 0.000448258 0.000124351 6.85455e-05 7.51591e-05 8.78084e-05 6.81295e-05 0.000202618 0.000202195 0.000269449 0.00058232 0.000376453 0.000311752 0.00032894 0.000410801 0.000476214 0.000290692 0.000270345 0.000245684 0.000236144 0.000225742 0.000859282 0.000232735 0.000275291
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 0.16540500000000002 -0.009184999999999997 -0.0087699999999999983 0.053180000000000012 -0.011209999999999999 -1.0000000180025095e-35 0.10940500000000002 0.094030000000000016 -1.0000000180025095e-35 0.091275000000000009 0.090245000000000006 -0.077944999999999987 0.055925000000000009 0.092235000000000025 -0.074824999999999989 -0.081114999999999979 0.09635500000000001 -0.081029999999999977 -0.076669999999999988 -0.083499999999999977 -0.097224999999999992 0.10272000000000002 0.088930000000000023 0.10160000000000001 -0.010544999999999997 0.10744000000000002 0.11639500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 -6 -7 10 11 -10 13 -13 15 17 -17 18 -14 20 21 -20 23 -23 26 -25 27 -16 -28 -30
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leaf_count=20 21 31 20 22 27 34 35 21 20 62 33 2100 31 28 42 20 20 31 22 27 29 20 26 44 22 29 27 23 25 209
internal_value=0 1.09179e-06 0.000170256 -1.17479e-06 2.57748e-07 1.6209e-06 0.000106978 -0.000164124 -1.36975e-06 8.67046e-07 -1.41328e-06 3.58122e-07 -1.14661e-06 7.49316e-06 -2.95631e-05 3.07466e-05 0.000272305 -6.55974e-06 3.78951e-05 8.42809e-05 3.27838e-05 -3.77148e-05 4.13038e-05 -4.13359e-05 -8.13809e-05 -0.000130578 -0.000103208 -0.000269956 -6.16809e-05 -9.37572e-05
internal_weight=0 3101 41 3060 3038 3007 83 48 2924 2890 2828 2795 2775 2128 647 299 40 259 228 197 170 141 119 93 348 73 326 65 261 234
internal_count=3121 3101 41 3060 3038 3007 83 48 2924 2890 2828 2795 2775 2128 647 299 40 259 228 197 170 141 119 93 348 73 326 65 261 234
is_linear=0
shrinkage=0.1


Tree=2558
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 11 0 475 153 33 9 10 474 50 50 133 50 50 12 0 3 2 50 4 42 133 1201 484 15 121
split_gain=4.92694e-05 0.000289069 0.000246361 4.98226e-05 0.000201191 6.88965e-05 0.000352267 0.000184563 7.261e-05 5.84351e-05 9.7598e-05 0.000205249 6.07522e-05 8.99525e-05 6.85702e-05 8.60459e-05 8.44267e-05 0.00014725 0.00015099 0.000105473 0.000101597 0.000136774 0.000168067 0.000136539 9.17193e-05 0.000479043 0.000122145 0.000101992 0.000408758 0.000273982
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.23752499999999996 0.32523500000000005 0.095720000000000013 0.024095000000000002 0.093020000000000005 0.086100000000000024 -0.009184999999999997 0.088235000000000022 0.09820000000000001 0.11134000000000001 0.14101500000000003 0.13120500000000004 0.090445000000000011 0.10965000000000001 0.10583000000000002 0.087215000000000015 -0.07384499999999998 -0.078344999999999984 0.089725000000000013 0.11368500000000002 0.0045450000000000013 -0.16797499999999996 0.088820000000000024 -0.081779999999999978 0.10126500000000001 -0.56020999999999987 -0.085749999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 7 -7 8 9 -5 12 -12 13 14 16 -16 17 24 -19 20 21 22 -18 -22 25 -11 -26 28 -28 -30
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leaf_weight=196 22 20 20 29 20 39 21 27 20 40 21 26 39 30 36 23 20 31 21 34 33 24 24 21 23 20 22 98 20 2101
leaf_count=196 22 20 20 29 20 39 21 27 20 40 21 26 39 30 36 23 20 31 21 34 33 24 24 21 23 20 22 98 20 2101
internal_value=0 3.42606e-06 -4.60774e-05 6.7046e-07 1.7692e-06 -4.54212e-07 -0.000106475 1.83154e-06 -7.17388e-07 6.70376e-07 2.18301e-06 0.000145029 -3.40961e-07 -2.18444e-06 -1.91017e-07 0.00010638 -2.67431e-06 2.00463e-06 0.00016843 -7.39381e-05 -0.000117346 -3.60249e-05 -0.000140768 -0.00021975 -1.71919e-06 -0.000123752 1.51489e-06 -8.38225e-07 3.72387e-06 -7.24111e-07
internal_weight=0 2905 216 2883 2863 2843 60 2783 2756 2736 2707 47 2660 2621 2591 59 2532 2376 52 156 122 68 44 54 2324 60 2264 2241 2143 2121
internal_count=3121 2905 216 2883 2863 2843 60 2783 2756 2736 2707 47 2660 2621 2591 59 2532 2376 52 156 122 68 44 54 2324 60 2264 2241 2143 2121
is_linear=0
shrinkage=0.1


Tree=2559
num_leaves=31
num_cat=0
split_feature=40 130 42 132 1185 15 1 0 16 399 399 2 1204 10 0 1 33 48 39 1 13 16 159 1 2 4 12 42 50 133
split_gain=5.07308e-05 0.000237244 0.00023004 5.52334e-05 0.00028454 0.00016855 8.84497e-05 0.000164072 5.64231e-05 0.00010339 9.56739e-05 6.24701e-05 0.000114378 5.53959e-05 0.000432946 0.000315846 0.00016082 0.000105759 5.86886e-05 5.6635e-05 0.000249227 0.00038057 0.000140757 0.000102693 8.97154e-05 0.000137211 9.86089e-05 0.000153108 9.76571e-05 0.000598328
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.088135000000000005 -0.082284999999999983 -0.081299999999999983 0.090005000000000016 0.08764000000000001 0.089320000000000024 -0.0030749999999999996 -0.010699999999999999 -0.10224499999999999 0.096475000000000019 -1.0000000180025095e-35 0.086125000000000021 0.087690000000000004 0.13756000000000004 -0.13710499999999998 -0.065229999999999996 0.097885000000000014 0.13534000000000004 0.14285500000000004 0.08184000000000001 0.11586 0.10369500000000002 -0.099524999999999988 0.090665000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 8 -8 9 11 -10 12 -3 14 -6 -16 -15 18 -17 23 22 -22 -21 24 26 -26 28 -28 29 -18
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leaf_count=20 22 38 24 21 24 25 25 24 27 20 21 21 20 26 20 20 66 25 22 20 22 21 23 28 26 20 24 20 2379 27
internal_value=0 -1.0239e-06 1.31415e-06 -1.10853e-06 2.64631e-06 -4.92588e-05 -1.80692e-05 -0.000134423 2.07154e-05 -2.24239e-05 0.00010969 2.8995e-05 -2.4513e-05 -9.14614e-08 -6.9328e-05 3.44013e-05 2.75282e-06 -6.96999e-05 -0.000166632 3.48065e-07 8.01843e-05 0.000250419 -9.00504e-05 -2.30287e-06 -2.21207e-07 0.000138174 -2.75148e-06 -0.00015114 -1.10259e-07 0.000100417
internal_weight=0 3101 3079 3055 2834 221 196 49 147 99 48 79 58 2813 111 87 2702 67 42 2676 86 43 43 2590 2562 46 2516 44 2472 93
internal_count=3121 3101 3079 3055 2834 221 196 49 147 99 48 79 58 2813 111 87 2702 67 42 2676 86 43 43 2590 2562 46 2516 44 2472 93
is_linear=0
shrinkage=0.1


Tree=2560
num_leaves=31
num_cat=0
split_feature=132 1211 1185 15 33 47 47 9 0 124 47 1453 484 12 12 15 3 48 48 0 1348 147 16 0 47 47 0 391 1186 11
split_gain=5.98392e-05 0.00137622 0.000796079 0.000158357 5.18776e-05 6.50414e-05 0.000390311 0.000255784 0.000452623 9.52046e-05 9.13657e-05 8.3005e-05 0.000122157 0.00011194 0.000185465 0.000260169 0.000161724 0.000102459 0.00021198 8.20359e-05 0.000101399 0.000138038 0.000190192 7.85098e-05 7.65467e-05 0.000180334 0.000178599 9.37646e-05 9.40968e-05 9.14911e-05
threshold=-0.083284999999999984 0.085535000000000014 -0.087384999999999977 0.092400000000000024 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.08925000000000001 -0.0058249999999999994 -0.063929999999999987 0.091210000000000013 -1.0000000180025095e-35 -0.075319999999999984 0.086305000000000007 0.092995000000000008 -0.092919999999999989 -0.073884999999999992 0.13252500000000003 0.11156500000000001 -0.26343999999999995 0.087660000000000016 0.092070000000000013 -0.011734999999999997 -0.070499999999999993 0.087235000000000021 0.079365000000000005 -0.10151999999999999 -0.085594999999999991 0.084505000000000011 0.094350000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 7 -7 10 -9 -8 19 -11 -13 17 15 -15 23 18 -14 -6 21 24 -23 -16 25 27 -27 -21 29 -29
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leaf_weight=174 20 20 31 25 21 24 23 25 25 20 21 36 36 20 20 24 23 30 20 28 27 20 21 20 36 20 28 2185 46 52
leaf_count=174 20 20 31 25 21 24 23 25 25 20 21 36 36 20 20 24 23 30 20 28 27 20 21 20 36 20 28 2185 46 52
internal_value=0 5.04049e-05 -3.80381e-06 -2.90665e-05 5.5931e-07 1.95833e-06 4.63341e-05 -3.18266e-06 -0.000227138 1.22242e-05 1.2875e-06 -5.7566e-06 -2.28194e-05 8.72446e-06 7.70011e-05 0.000234538 -3.30249e-05 -7.62244e-05 -0.000156115 -4.68489e-07 -2.14653e-06 -1.04041e-08 0.000181927 -0.000154518 -3.12499e-06 -9.16485e-07 0.00019093 -4.90118e-06 -2.67046e-06 -5.58172e-06
internal_weight=0 219 2902 199 2882 2851 296 2555 50 272 2505 249 229 193 107 44 63 86 56 2484 2463 2436 41 40 2395 2359 48 2311 2283 2237
internal_count=3121 219 2902 199 2882 2851 296 2555 50 272 2505 249 229 193 107 44 63 86 56 2484 2463 2436 41 40 2395 2359 48 2311 2283 2237
is_linear=0
shrinkage=0.1


Tree=2561
num_leaves=31
num_cat=0
split_feature=132 1203 132 50 0 15 2 3 42 130 40 120 33 9 3 15 0 52 151 16 1 151 147 1 147 447 484 475 1375 150
split_gain=4.84698e-05 0.00135161 0.00069021 0.000220291 5.11872e-05 6.5899e-05 0.000120756 0.00011765 5.32215e-05 4.60835e-05 8.29902e-05 0.000106754 7.07948e-05 6.76979e-05 0.000195193 6.42734e-05 5.88764e-05 0.000258932 0.000474961 0.000928317 0.000425512 0.000225909 0.000211471 0.000207961 8.60646e-05 0.000114229 7.28363e-05 0.000584138 0.000467868 0.000333074
threshold=-0.083284999999999984 0.089480000000000018 -0.076764999999999986 0.10022000000000002 -0.11242999999999999 -0.097454999999999986 0.097385000000000013 -0.083154999999999993 -0.015274999999999999 -0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.012019999999999998 0.091600000000000015 -0.012304999999999998 -0.56020999999999987 -0.15599999999999997 -0.080114999999999978 -0.016164999999999995 -0.095964999999999981 0.089370000000000019 -0.077959999999999988 0.08598500000000002 0.10956 0.094075000000000006 0.086765000000000023 0.086135000000000017 -0.085684999999999997 -0.15308499999999997 0.10699000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 7 8 -7 -4 -11 12 -12 15 -15 -14 17 20 21 23 -17 22 -19 -20 25 26 28 -28 -18 -29
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leaf_weight=20 21 21 23 20 34 41 28 22 33 20 27 22 20 25 20 25 26 34 37 28 22 21 20 27 33 37 27 185 2182 20
leaf_count=20 21 21 23 20 34 41 28 22 33 20 27 22 20 25 20 25 26 34 37 28 22 21 20 27 33 37 27 185 2182 20
internal_value=0 4.53644e-05 -3.42343e-06 -3.55416e-05 -1.84966e-07 -1.9264e-05 1.45533e-05 -3.87417e-05 2.16191e-05 7.40278e-07 -3.94298e-07 1.03621e-06 -6.78066e-07 8.81996e-07 0.000122542 -1.11316e-06 1.98238e-07 5.05479e-05 0.000108903 0.00026117 -0.000156798 -7.78787e-05 3.03516e-05 5.1062e-05 -4.09453e-06 -1.95721e-06 -4.60164e-06 4.86993e-05 -1.02021e-05 -8.88697e-06
internal_weight=0 219 2902 198 178 158 124 96 74 2881 2858 2838 2816 2789 45 2744 2724 214 167 92 47 75 54 64 2510 2477 2440 232 2208 205
internal_count=3121 219 2902 198 178 158 124 96 74 2881 2858 2838 2816 2789 45 2744 2724 214 167 92 47 75 54 64 2510 2477 2440 232 2208 205
is_linear=0
shrinkage=0.1


Tree=2562
num_leaves=31
num_cat=0
split_feature=447 148 147 3 0 147 40 130 120 45 97 34 10 11 9 10 10 2 3 96 2 2 2 2 484 4 160 48 47 13
split_gain=5.14859e-05 0.000128471 0.000358364 0.000301771 7.71131e-05 8.69756e-05 6.671e-05 0.000148094 0.000107259 6.32188e-05 8.89129e-05 0.000169084 0.000358354 0.000200203 7.98367e-05 0.000238181 0.000347337 8.56183e-05 8.72361e-05 7.25421e-05 6.31079e-05 0.000566578 0.000420673 0.000240416 0.000210661 0.000198377 0.000170414 0.00016666 0.00016437 0.000153251
threshold=0.088380000000000014 -0.079549999999999996 0.097985000000000017 -0.086554999999999979 -0.26343999999999995 0.092780000000000015 -0.24452499999999996 -0.22699999999999995 0.091385000000000008 0.10331000000000001 -0.086464999999999986 -0.057544999999999992 1.0000000180025095e-35 -1.0000000180025095e-35 0.092235000000000011 -0.010699999999999999 -0.3960249999999999 -1.0000000180025095e-35 0.31534000000000006 0.083725000000000008 0.10912000000000001 0.11018500000000002 0.10774000000000002 0.10644500000000001 0.096675000000000011 -0.37944499999999992 0.11205000000000002 0.12230500000000001 0.12431000000000002 -0.17933499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 6 -6 -8 9 10 -9 12 19 -13 15 16 -15 -17 20 -12 22 -22 23 29 25 -23 27 -27 -29 -19
right_child=1 2 -4 -5 5 -7 7 8 -10 -11 11 13 -14 14 -16 17 -18 18 -20 -21 21 24 -24 -25 -26 26 -28 28 -30 -31
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leaf_weight=24 30 22 21 20 21 29 20 21 22 22 20 20 21 26 34 34 20 31 26 31 20 28 36 32 23 299 26 21 21 2100
leaf_count=24 30 22 21 20 21 29 20 21 22 22 20 20 21 26 34 34 20 31 26 31 20 28 36 32 23 299 26 21 21 2100
internal_value=0 -7.32882e-05 5.34513e-05 -0.000182284 2.25092e-06 8.24518e-07 -8.55462e-07 -2.11804e-06 -2.69409e-07 -1.9313e-06 -3.21685e-06 -1.71621e-06 0.000149593 -5.6112e-06 -3.34073e-06 -5.22846e-06 -0.000230861 -1.38007e-06 -3.39332e-06 6.43573e-06 -1.59612e-06 3.30666e-05 -8.50029e-06 -2.85765e-06 8.18833e-06 2.53188e-05 4.48934e-05 2.60774e-05 -0.000160453 -6.94306e-06
internal_weight=0 93 43 50 3028 3004 2975 2954 2934 2912 2890 2869 72 2797 2777 2743 46 2697 2663 51 2637 438 2199 2163 418 395 367 341 42 2131
internal_count=3121 93 43 50 3028 3004 2975 2954 2934 2912 2890 2869 72 2797 2777 2743 46 2697 2663 51 2637 438 2199 2163 418 395 367 341 42 2131
is_linear=0
shrinkage=0.1


Tree=2563
num_leaves=31
num_cat=0
split_feature=132 1185 1203 11 156 156 155 12 11 43 130 121 33 9 1210 1186 129 394 129 129 129 129 43 1374 49 1371 151 0 43 16
split_gain=4.96286e-05 0.00033235 0.000206591 5.39185e-05 0.00023442 0.000203852 0.000129839 0.000120958 6.27907e-05 0.000134145 0.000105751 0.000111145 9.02367e-05 7.97082e-05 6.46755e-05 5.8216e-05 0.000106677 0.000106893 0.000126028 0.000183316 0.000141342 9.47027e-05 7.06515e-05 0.000372406 0.000325476 0.000208508 0.000140648 0.000149974 0.000184751 0.000216071
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.090070000000000025 0.15608500000000003 0.11467500000000001 0.12509500000000004 0.099815000000000015 0.085630000000000026 -0.53814999999999991 -0.22699999999999995 -0.088279999999999983 -0.012019999999999998 0.091600000000000015 -0.42132499999999995 0.087140000000000009 -0.077709999999999987 -0.10421499999999999 0.099425000000000013 0.093120000000000022 0.10833500000000001 0.090180000000000024 -0.085594999999999991 0.088035000000000016 0.10969000000000002 0.083235000000000017 -0.09693499999999998 -0.077259999999999981 -0.11008499999999999 0.15273500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 7 8 -5 9 -3 -11 -12 -13 14 -14 16 -16 -18 19 21 -20 22 23 24 26 -24 -19 -28 29 -29
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leaf_value=-9.6728971673142862e-06 0.00039986738452820906 0.00022172635756389895 -0.00030481640682814438 -0.00018592418532352895 -0.00032709220606854869 0.0003339163235226727 0.00020413502342923876 8.438756735163875e-05 -0.00014318823753367929 -0.00021126109677425121 0.00022343122942732985 -0.00019529117810937653 0.00016833653260784395 0.00016156344538709771 -0.00021553870513647176 0.00011898713440275874 0.00018392426880988448 0.00021623708269448557 -0.00027052325565671563 0.00022480833219430809 4.1074784748632952e-05 -0.00020766569891154929 -8.8914438248544553e-06 0.0004227394367183518 -0.00030807465547695757 -0.00030558106263924858 -2.4033890368529331e-05 0.00016105187543012612 0.00028470913970522819 -0.0001788565378205931
leaf_weight=195 21 27 27 25 22 23 31 49 31 24 22 24 22 30 24 38 30 38 37 35 24 23 1819 23 30 24 286 45 40 32
leaf_count=195 21 27 27 25 22 23 31 49 31 24 22 24 22 30 24 38 30 38 37 35 24 23 1819 23 30 24 286 45 40 32
internal_value=0 3.48957e-06 -4.55687e-05 5.97308e-07 -1.95897e-06 7.38862e-05 6.33606e-07 -6.93397e-06 -1.67891e-06 -5.23659e-08 -2.29507e-06 -3.99689e-07 -2.27632e-06 -4.94644e-07 -2.38637e-06 -3.86043e-06 -5.72028e-06 -3.69468e-06 -5.98644e-06 -2.37124e-06 -0.000147927 -5.74043e-06 -3.75315e-06 2.98307e-05 1.06441e-05 -1.2755e-05 3.23256e-05 1.49841e-05 0.000110361 1.97912e-05
internal_weight=0 2899 222 2878 2781 97 2759 74 2728 2697 2670 2646 2624 2600 2570 2548 2510 2486 2456 2395 61 2360 2337 494 471 1843 441 403 117 77
internal_count=3121 2899 222 2878 2781 97 2759 74 2728 2697 2670 2646 2624 2600 2570 2548 2510 2486 2456 2395 61 2360 2337 494 471 1843 441 403 117 77
is_linear=0
shrinkage=0.1


Tree=2564
num_leaves=31
num_cat=0
split_feature=130 40 42 41 41 12 3 132 50 1185 1203 1212 1212 4 3 3 42 133 16 4 402 4 15 16 4 3 48 15 4 4
split_gain=5.97022e-05 8.62117e-05 6.84405e-05 5.43749e-05 5.82718e-05 0.000165091 0.000124744 6.55352e-05 0.00153132 0.000700122 0.000206533 6.5697e-05 0.000239608 0.00019803 9.39158e-05 0.000356764 0.000160174 7.3473e-05 7.99576e-05 0.000262685 0.00022742 0.000165101 0.000505373 0.000295563 0.000249285 0.000515464 0.0001816 0.000266331 0.000147682 0.000187144
threshold=-0.23123999999999997 -0.24290999999999999 0.15021500000000002 0.11457000000000002 0.085095000000000018 0.08486500000000001 -0.52915999999999996 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089165000000000008 -0.087464999999999987 -0.069964999999999986 -0.081609999999999988 -0.080409999999999995 -0.078724999999999976 0.092860000000000012 -0.50375999999999987 -0.14158499999999996 -0.07712999999999999 0.098505000000000023 0.056795000000000005 -0.052074999999999989 -0.101115 0.033845000000000007 -0.077354999999999993 0.11270000000000001 -0.074054999999999996 0.0033150000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 8 10 -9 -8 13 -13 -11 -15 -16 -17 -14 19 -19 -21 24 23 -23 26 -26 28 -28 29 -20
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leaf_weight=23 20 21 29 26 28 39 151 22 20 32 20 20 38 38 21 21 30 29 1594 401 20 31 28 132 29 33 20 37 117 51
leaf_count=23 20 21 29 26 28 39 151 22 20 32 20 20 38 38 21 21 30 29 1594 401 20 31 28 132 29 33 20 37 117 51
internal_value=0 -1.19171e-06 1.52984e-07 -1.30128e-06 -6.27995e-08 9.21571e-05 -2.15304e-06 -4.1538e-07 5.62227e-05 -4.35776e-06 -4.06125e-05 1.83356e-07 3.82807e-06 -6.60374e-05 -2.34326e-06 -6.94705e-05 7.33693e-05 1.13445e-06 -9.45072e-07 -3.91523e-05 -1.90998e-05 7.35284e-06 9.59374e-05 2.85196e-05 -1.64219e-06 -0.000198827 5.0788e-06 0.000180753 -6.04174e-07 7.11679e-06
internal_weight=0 3098 3078 3049 3023 67 2956 2935 191 2744 171 2722 2580 142 110 72 51 2560 2522 450 421 2072 191 163 1881 62 1819 57 1762 1645
internal_count=3121 3098 3078 3049 3023 67 2956 2935 191 2744 171 2722 2580 142 110 72 51 2560 2522 450 421 2072 191 163 1881 62 1819 57 1762 1645
is_linear=0
shrinkage=0.1


Tree=2565
num_leaves=31
num_cat=0
split_feature=394 132 43 40 4 150 147 142 150 11 33 1 1 2 123 34 49 2 39 3 147 151 475 150 51 475 13 13 2 49
split_gain=4.84599e-05 0.000908617 0.00126046 4.75648e-05 0.000149761 6.92884e-05 7.02183e-05 0.000127825 8.5386e-05 7.80715e-05 7.86506e-05 7.6297e-05 0.000108728 0.000103966 9.418e-05 0.000162562 0.000280711 0.000111764 0.000129263 8.43217e-05 8.1098e-05 9.2403e-05 0.000216102 0.000596479 0.000541526 0.000257504 0.000169425 0.000235067 0.000149874 0.000203393
threshold=0.0041850000000000004 -0.083284999999999984 -0.010344999999999998 -0.24620999999999996 0.63556000000000001 0.14582500000000004 0.11204500000000002 -0.057499999999999989 0.12820000000000001 -0.014494999999999999 0.085305000000000006 0.15618500000000002 0.13968000000000003 0.14838000000000004 0.086445000000000008 -0.0011599999999999998 -1.0000000180025095e-35 0.13404500000000005 0.093225000000000016 -0.010424999999999999 0.093875000000000014 -0.065174999999999983 -0.085774999999999976 0.10874500000000002 -0.085734999999999992 -0.08466499999999999 -0.083364999999999981 -0.085384999999999975 0.088475000000000012 -0.0094199999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 7 -5 9 -9 11 12 14 -14 15 16 -11 19 -19 -16 21 22 24 25 -17 -24 27 28 29 -27
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leaf_weight=20 23 22 29 20 21 21 20 22 28 25 35 23 35 21 31 20 29 21 23 52 32 2192 25 25 27 21 169 27 38 24
leaf_count=20 23 22 29 20 21 21 20 22 28 25 35 23 35 21 31 20 29 21 23 52 32 2192 25 25 27 21 169 27 38 24
internal_value=0 7.99586e-05 -0.000155359 -1.94188e-06 -2.95747e-06 -1.09834e-06 -2.37177e-06 -1.1121e-06 -2.82317e-06 -4.49142e-06 -3.06527e-06 -1.24189e-06 2.28747e-07 0.000138187 -2.54927e-06 1.47633e-06 0.000173207 -8.66747e-05 4.21687e-05 -0.000154977 -2.09039e-06 -1.18891e-07 4.56818e-05 7.43358e-05 -0.000154897 3.57229e-05 6.3273e-05 0.000159863 7.64871e-05 -4.69967e-05
internal_weight=0 74 51 3047 3027 3006 2985 2965 2945 2917 2895 2860 2837 56 2781 2654 54 127 44 83 2600 2568 376 329 47 304 279 110 83 45
internal_count=3121 74 51 3047 3027 3006 2985 2965 2945 2917 2895 2860 2837 56 2781 2654 54 127 44 83 2600 2568 376 329 47 304 279 110 83 45
is_linear=0
shrinkage=0.1


Tree=2566
num_leaves=31
num_cat=0
split_feature=132 1185 394 50 133 133 16 1186 52 130 40 12 3 42 130 4 133 43 49 130 3 42 42 43 41 2 133 43 0 43
split_gain=6.0256e-05 0.000382284 0.000156775 9.83934e-05 5.27569e-05 0.0001021 0.000176894 5.8956e-05 9.08668e-05 4.97831e-05 7.86747e-05 7.9135e-05 0.000128301 5.51178e-05 5.0932e-05 0.000455653 0.00025677 0.000493035 0.000345217 0.000226382 0.000158384 0.000200625 0.000279391 0.000110367 0.000153235 0.000288952 8.84225e-05 0.000134536 0.000481915 0.000252531
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_count=26 21 23 21 27 21 21 28 47 31 20 23 23 21 24 24 28 21 30 23 37 24 38 21 181 21 35 2134 20 42 65
internal_value=0 3.84508e-06 -5.02112e-05 -2.30485e-05 4.51233e-06 6.77757e-05 -4.98476e-06 -4.34144e-05 -8.34558e-05 7.43135e-07 -4.37339e-07 9.56951e-07 0.000134021 -1.1408e-06 1.67979e-07 -4.72964e-05 5.88547e-06 0.00019685 -6.67952e-05 4.04603e-06 6.26752e-06 -5.64719e-05 7.72575e-05 4.42025e-07 2.44973e-06 0.000166004 -1.30089e-06 -6.6848e-06 -0.000151958 -2.58887e-06
internal_weight=0 2899 222 201 174 75 54 99 78 2878 2855 2835 44 2791 2767 209 185 51 134 2558 111 87 49 2521 2498 56 2442 2261 62 2199
internal_count=3121 2899 222 201 174 75 54 99 78 2878 2855 2835 44 2791 2767 209 185 51 134 2558 111 87 49 2521 2498 56 2442 2261 62 2199
is_linear=0
shrinkage=0.1


Tree=2567
num_leaves=31
num_cat=0
split_feature=447 147 151 1426 0 448 48 48 3 150 43 457 150 482 49 49 130 4 43 1372 3 3 43 401 133 133 15 0 402 12
split_gain=4.93727e-05 0.000148849 0.000226062 8.3752e-05 7.09946e-05 7.55378e-05 0.000120879 0.000113201 0.000102141 6.89859e-05 6.85782e-05 0.000289518 0.000235976 0.000191485 0.000237863 0.000319336 0.000300767 0.00023107 0.00018444 0.000550024 0.000409732 0.000890153 0.000169538 0.00015335 0.000187479 0.00041753 0.000364472 0.000327636 0.000221556 0.00018895
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 8 7 -7 -6 -8 11 12 13 14 15 -11 -16 -17 20 -20 -12 -22 23 24 25 29 -26 28 -28 -18
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leaf_weight=26 20 39 34 24 20 25 34 31 20 24 23 20 25 25 26 24 105 20 20 2233 22 36 34 21 29 24 30 26 21 60
leaf_count=26 20 39 34 24 20 25 34 31 20 24 23 20 25 25 26 24 105 20 20 2233 22 36 34 21 29 24 30 26 21 60
internal_value=0 -7.17683e-05 -0.000179283 2.20425e-06 6.56497e-07 -7.24048e-07 1.13429e-06 0.000146647 -0.000137219 -1.69317e-06 -3.38362e-06 2.96832e-05 1.45821e-05 -1.37503e-06 1.37871e-05 -0.000158325 4.49137e-05 -0.000318373 -1.06657e-05 -5.33553e-06 -0.000158923 -0.000300554 2.05371e-05 -2.29233e-06 -2.08788e-05 3.8823e-05 -0.000127328 -1.35308e-05 -0.000160814 -1.78631e-05
internal_weight=0 93 54 3028 3002 2978 2938 56 40 2882 2848 514 494 469 444 68 376 44 2334 2253 81 58 350 316 295 189 106 77 51 165
internal_count=3121 93 54 3028 3002 2978 2938 56 40 2882 2848 514 494 469 444 68 376 44 2334 2253 81 58 350 316 295 189 106 77 51 165
is_linear=0
shrinkage=0.1


Tree=2568
num_leaves=31
num_cat=0
split_feature=130 10 2 40 121 33 3 3 13 2 47 47 1 1 2 4 39 3 1 484 151 160 0 402 43 3 1 3 147 15
split_gain=5.09881e-05 0.000115418 0.000153597 7.66441e-05 0.000101123 7.22506e-05 5.57251e-05 0.000413284 0.000223827 0.000223773 0.000577469 0.000521296 0.000323669 0.00044602 0.000385844 0.000476627 0.000266763 0.000464114 0.000226697 0.000317624 0.000236212 0.000213981 0.000147787 0.000326596 0.000274852 0.000211523 0.000204411 0.000145677 0.00014136 0.000149203
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 -0.081149999999999986 -0.009184999999999997 -0.0049599999999999991 -0.0080949999999999998 -0.16152999999999998 0.099515000000000006 0.094160000000000008 0.07813500000000001 0.10205500000000002 0.096125000000000016 0.11215000000000001 0.25615500000000008 0.085330000000000003 0.083060000000000009 0.087325000000000014 0.0038100000000000005 -0.0038099999999999996 1.0000000180025095e-35 -0.11242999999999999 0.087880000000000014 -0.079914999999999986 -0.087909999999999988 0.077565000000000009 -0.049509999999999992 0.096620000000000011 -0.083359999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 7 8 -7 10 11 16 13 -11 15 -14 17 -8 19 -19 -20 28 23 24 26 -26 -10 -28 29 -16
right_child=1 3 -4 4 5 6 9 -9 22 12 -12 -13 14 -15 21 -17 -18 18 20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00015915615978883581 -2.1192287316634541e-05 -0.00019159235463510934 0.00036602820891857847 0.00020899569473998704 -0.00015589899315576381 -0.00032718810668614295 0.0005536490748151361 -0.00041080459638033066 0.00028693099055722681 -4.6587656408253063e-05 0.00046897691625215685 -0.00045003538907621992 0.00065103536471724512 -0.00062260464394057633 -1.7518402042361294e-05 -3.9346671255771073e-05 -0.00012690845941607323 -0.00024194737258623813 -2.5506328616756944e-05 0.00021700217109173536 0.00037461807745179011 -0.00034577233654999875 -6.1013228227812231e-06 -0.00027817080207612541 0.0001755138838154835 0.00057381319231353701 -0.00024930894337012432 5.8408736445016989e-05 -0.00021271783804807523 0.00022681504977602651
leaf_weight=20 21 21 20 23 30 21 24 25 23 41 36 20 20 20 103 20 45 38 25 25 36 20 2239 21 40 20 25 40 26 33
leaf_count=20 21 21 20 23 30 21 24 25 23 41 36 20 20 20 103 20 45 38 25 25 36 20 2239 21 40 20 25 40 26 33
internal_value=0 1.02649e-06 0.000167696 -1.20666e-06 1.08937e-07 -1.48403e-06 6.73566e-08 -6.29326e-06 -2.12991e-06 2.94075e-05 9.85494e-05 3.5942e-05 -3.14276e-05 -0.000235446 2.46314e-05 0.000305844 8.63023e-05 0.00015113 7.3223e-05 -5.98245e-05 0.000210633 -3.71737e-05 7.04904e-07 9.08773e-05 0.000143242 0.00030828 3.07163e-05 -5.99442e-05 9.24922e-07 4.17684e-05
internal_weight=0 3101 41 3060 3039 3016 2986 2454 2429 532 249 213 283 61 222 40 193 148 124 63 61 182 2408 169 148 60 88 65 162 136
internal_count=3121 3101 41 3060 3039 3016 2986 2454 2429 532 249 213 283 61 222 40 193 148 124 63 61 182 2408 169 148 60 88 65 162 136
is_linear=0
shrinkage=0.1


Tree=2569
num_leaves=31
num_cat=0
split_feature=40 130 121 33 1 1 13 1 1210 1 16 1374 474 474 1 2 3 13 49 2 1 1 457 13 13 12 0 1375 147 4
split_gain=5.32944e-05 0.000174236 0.000156744 5.88692e-05 5.18271e-05 0.000820367 0.00235067 0.000476331 0.000289669 0.000255229 0.000428996 0.000262171 0.000172843 0.000237208 0.000132818 0.000465868 0.000603135 0.000643518 0.000612189 0.000323741 0.000293241 0.000245456 0.000219381 0.000190195 0.00018055 0.000133943 0.000126508 0.000128872 0.00013093 0.000165692
threshold=-0.24620999999999996 -0.22699999999999995 -0.085749999999999979 -0.009184999999999997 0.094090000000000021 0.092695000000000013 -0.049279999999999997 0.091785000000000019 -0.42132499999999995 0.096255000000000021 -0.059624999999999991 -1.0000000180025095e-35 -0.08539999999999999 -0.33653499999999997 0.107145 0.11293500000000002 -0.0087149999999999988 0.097995000000000013 -0.043469999999999995 0.10527500000000002 0.10254500000000001 0.10752500000000002 0.098180000000000003 -0.07692499999999998 -0.010094999999999998 0.095565000000000011 -0.23194499999999998 0.097315000000000026 0.090335000000000013 0.26790000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -7 8 -5 10 -6 -11 13 -13 15 16 17 19 -18 20 23 -16 -23 -14 -22 -25 -10 28 29 -28
right_child=1 2 3 4 9 6 -8 -9 26 11 -12 12 14 -15 21 -17 18 -19 -20 -21 24 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0001627158166957088 -0.00028147136604688555 0.00027322407071811281 -0.00014030912328356256 0.00036615400617434222 6.0707285133263979e-06 -0.00012096710091679018 0.0012529550173348981 -0.00037214853469135162 0.00022047171601465943 0.00033585803718200294 -0.0005152556198515446 -4.8284648007459263e-05 -0.0001341610637956321 0.00042158590651871197 0.00033705177590756346 0.00034788944050722585 -3.6497545740778814e-05 -0.00053763533492614949 -0.00073604580112291373 0.00041720501313989187 -0.00044066206593925018 1.5554287848394611e-06 -0.00032828410651182782 0.00042319343272538394 -3.7554857692157389e-05 7.5992598198354255e-05 -5.3974977537426982e-06 0.00023378758329351473 -0.00025266051837076833 0.00022404818801078364
leaf_weight=20 22 21 30 22 38 33 20 34 26 22 27 22 21 21 21 22 22 22 29 20 20 507 21 20 25 25 1912 23 21 32
leaf_count=20 22 21 30 22 38 33 20 34 26 22 27 22 21 21 21 22 22 22 29 20 20 507 21 20 25 25 1912 23 21 32
internal_value=0 -1.04945e-06 9.54213e-07 -9.15527e-07 4.65519e-07 9.00733e-06 0.000397494 -9.39434e-07 5.25954e-06 -1.95723e-05 -0.00021048 -4.79971e-06 -1.39617e-05 0.000181187 -2.47893e-05 -8.93115e-05 -0.000136461 -3.71875e-05 -0.00043428 4.68572e-05 -1.98722e-05 1.77181e-06 -1.15632e-05 0.000114338 -0.000216714 0.000230304 1.3173e-06 -1.54891e-06 -4.30348e-06 -1.62061e-06
internal_weight=0 3101 3079 3058 3028 2123 53 2070 2036 905 65 840 818 43 775 226 204 153 51 131 111 549 528 66 45 45 2014 1988 1965 1944
internal_count=3121 3101 3079 3058 3028 2123 53 2070 2036 905 65 840 818 43 775 226 204 153 51 131 111 549 528 66 45 45 2014 1988 1965 1944
is_linear=0
shrinkage=0.1


Tree=2570
num_leaves=31
num_cat=0
split_feature=130 39 130 1204 2 1185 1186 129 471 129 1420 157 155 52 475 1429 51 4 4 51 0 403 160 51 51 1 52 48 1375 13
split_gain=5.51286e-05 9.11447e-05 4.7963e-05 0.000118085 8.9706e-05 8.12444e-05 0.00012657 5.38671e-05 6.50878e-05 8.28171e-05 7.79933e-05 0.000198224 6.47976e-05 0.00014519 0.000104018 8.97285e-05 6.60314e-05 0.000183139 0.000286918 0.000187028 0.000205083 0.00016561 0.000173746 0.000199363 0.000132459 0.000790549 0.000124573 0.000115198 0.000235467 0.000110297
threshold=-0.23123999999999997 0.15619500000000003 0.12884500000000002 0.053645000000000005 0.099515000000000006 -0.10973499999999999 -0.092084999999999986 0.11266500000000002 0.10693500000000002 0.10532000000000001 0.056520000000000008 0.63397500000000007 0.11562500000000002 -0.54906499999999991 0.058495000000000012 -0.0065149999999999991 0.082455000000000014 -0.0070899999999999991 -0.0096849999999999974 0.090230000000000019 -0.079829999999999998 -0.0031149999999999997 0.066685000000000008 0.11704500000000002 0.0038750000000000004 0.077565000000000009 0.14295500000000003 0.12649500000000002 -1.0000000180025095e-35 -0.081659999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -7 8 9 10 11 12 14 -14 16 -16 24 18 19 20 -18 -21 23 -23 29 -26 -25 28 -19 -8
right_child=1 -3 4 -5 -6 6 7 -9 -10 -11 -12 -13 13 -15 15 -17 17 27 -20 21 -22 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.00015424765553451953 -0.00020091437967494132 -0.00021393183086729553 3.7154039282107817e-05 0.00022741482155296303 -0.00025876856576360295 0.00020920677935495847 2.2094752079650871e-05 0.00015171656433544148 0.00017786710581276568 -0.00015830829714318768 -0.00019811259764537681 0.00031377152947243303 -0.00023267373997239499 8.1024955608882026e-05 -1.2953967870998895e-05 0.00026650449500367459 1.4118038379820063e-05 0.000255144484604157 0.00043612635289491664 -0.00022746030706912281 0.00045656714296042492 0.00023979285929440436 -0.00022272734258876881 0.00011003216785818375 0.00023104322633868001 -0.00060744208795685244 -0.00015344762924702511 -0.00026840478749363684 -6.9390374041037074e-05 -2.3056904060059099e-05
leaf_weight=23 20 20 21 23 20 29 881 23 20 34 20 20 36 25 20 27 20 27 22 25 22 54 20 38 23 22 34 20 130 1402
leaf_count=23 20 20 21 23 20 29 881 23 20 34 20 20 36 25 20 27 20 27 22 25 22 54 20 38 23 22 34 20 130 1402
internal_value=0 -1.14515e-06 2.37475e-07 1.68788e-06 -0.000107198 -3.46574e-08 1.30722e-06 -7.26194e-07 -1.91796e-06 -3.14852e-06 -1.32185e-06 5.04688e-08 -2.15263e-06 -0.000104109 7.89181e-08 0.000147586 -2.45131e-06 3.44501e-05 9.23123e-05 5.68009e-05 0.000245877 1.03612e-05 5.1084e-05 9.45462e-05 -8.98197e-06 -0.000178883 -1.43888e-05 -4.23726e-05 -1.35786e-05 -5.63307e-06
internal_weight=0 3098 3078 3037 41 3014 2994 2965 2942 2922 2888 2868 2848 61 2787 47 2740 412 235 213 42 171 146 126 2328 45 72 177 157 2283
internal_count=3121 3098 3078 3037 41 3014 2994 2965 2942 2922 2888 2868 2848 61 2787 47 2740 412 235 213 42 171 146 126 2328 45 72 177 157 2283
is_linear=0
shrinkage=0.1


Tree=2571
num_leaves=31
num_cat=0
split_feature=33 9 2 12 120 40 15 16 160 1 16 42 403 16 133 1213 2 2 2 403 4 15 130 3 43 12 16 2 1 3
split_gain=4.96772e-05 7.2579e-05 0.00025947 7.42484e-05 6.1516e-05 0.000134269 5.51156e-05 6.078e-05 0.000276666 0.000400395 0.000226814 0.000586151 0.000324101 0.000182602 0.000453566 0.000186591 0.000310238 0.000241811 0.000616183 0.000274547 0.000391109 0.00049681 0.000352822 0.000412807 0.000270151 0.000227808 0.000210236 0.000201597 0.000576824 0.000315037
threshold=-0.044254999999999996 0.088235000000000022 -0.14451499999999998 0.096475000000000019 0.093680000000000013 -0.24134999999999998 0.23208000000000004 -0.084119999999999986 0.10493500000000001 0.08864000000000001 -0.082179999999999989 -0.088249999999999981 -1.0000000180025095e-35 -0.08595499999999999 -0.0054649999999999985 -0.087969999999999979 0.084985000000000019 0.085155000000000022 0.084655000000000022 -0.0059799999999999992 0.10924000000000002 -0.092489999999999989 -0.004729999999999999 -0.081574999999999995 -0.074974999999999986 0.088485000000000022 -0.091114999999999988 0.099185000000000009 0.088975000000000012 -0.0043399999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 7 8 13 -10 11 -9 -13 15 -15 16 26 18 19 -17 21 -21 -23 -24 -22 -18 -7 28 29 -19
right_child=1 2 -4 -5 -6 6 -8 10 9 -11 -12 12 -14 14 -16 17 25 27 -20 20 24 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00014973762603899974 0.00025439728148436794 -9.1715201858238768e-05 -0.00039482204038428052 0.00016835843354264009 -0.00016174419073175397 -0.00010974565989074661 0.00016208650790975384 -0.00014759388992388267 -0.00054102666563267128 6.4801941916812212e-05 3.2332827311990118e-06 0.00072179606850113491 0.00015249708281771745 7.0501911051740703e-05 -0.00048215675661022372 -0.00010911989940070318 0.00021506665769265967 -7.2708253621601621e-05 0.00055767841924814719 0.00069152327239862654 0.00010143937281100081 -0.00021743044259589321 0.00058842567425175648 3.6542986256818317e-05 -0.0003035550709228119 -0.00022063929645810276 -0.00054214406925232408 3.8000576185563016e-05 -0.0005623484045550551 0.00034190467762527991
leaf_weight=22 21 23 21 21 23 23 21 30 24 20 1889 20 20 33 27 78 30 219 26 20 40 21 23 33 28 20 22 280 23 20
leaf_count=22 21 23 21 21 23 23 21 30 24 20 1889 20 20 33 27 78 30 219 26 20 40 21 23 33 28 20 22 280 23 20
internal_value=0 -1.06299e-06 -0.000105618 3.24109e-05 1.17699e-06 2.42148e-06 6.51755e-07 -4.90088e-07 -2.04166e-05 -0.00026565 9.78342e-06 0.000186544 0.000437147 -9.24657e-06 -0.000178194 1.94203e-06 -0.000130654 1.74742e-05 9.49831e-05 4.54766e-05 0.000118559 0.000247465 0.000132126 0.000263209 -6.5323e-05 4.07843e-05 -0.00032114 -2.09942e-05 -8.40421e-05 -3.80126e-05
internal_weight=0 3099 65 44 3034 3011 2990 2969 1010 44 1959 70 40 966 60 906 95 811 269 243 165 97 77 56 68 50 45 542 262 239
internal_count=3121 3099 65 44 3034 3011 2990 2969 1010 44 1959 70 40 966 60 906 95 811 269 243 165 97 77 56 68 50 45 542 262 239
is_linear=0
shrinkage=0.1


Tree=2572
num_leaves=31
num_cat=0
split_feature=97 34 10 9 8 1 9 120 40 12 15 16 1 40 3 44 0 43 1371 150 43 1374 2 1375 150 52 49 43 159 43
split_gain=5.36852e-05 9.23031e-05 0.000374392 0.000142352 0.000185011 0.000122633 8.24128e-05 6.17446e-05 0.000109981 5.8583e-05 0.000109011 0.000107194 0.000216328 8.27789e-05 0.000183245 7.79193e-05 0.000151722 7.16466e-05 0.000279904 0.000262438 0.00032169 0.00018332 0.000322259 0.000227951 0.000183201 0.000430522 0.000299827 0.000177359 0.00071418 0.000330303
threshold=-0.086464999999999986 -0.057544999999999992 0.0036750000000000007 0.091905000000000014 0.089885000000000007 0.10871500000000002 0.085355000000000014 0.093680000000000013 -0.24134999999999998 -0.095379999999999979 -0.10324499999999999 -0.11676499999999999 0.13210500000000003 -0.083564999999999987 -0.012939999999999998 0.10049500000000001 -0.26609999999999995 -0.082389999999999977 0.083235000000000017 0.10699000000000002 -0.08287499999999999 0.086765000000000023 0.093840000000000021 -0.084629999999999997 0.083250000000000005 -0.013374999999999998 -0.053364999999999996 -0.080554999999999974 0.085240000000000024 -0.081289999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 6 -5 -2 7 8 -3 10 11 12 -10 14 -11 16 -15 18 19 20 24 23 -23 -19 26 -26 -18 28 29 -25
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leaf_value=-0.00014898594936312294 -0.00020140372143941934 0.00022895759528702392 0.0004482203568129436 -0.00039513644719374415 -2.4844947737230024e-06 9.0421292002752633e-05 0.00019848215244045215 -0.00016722573492932664 -0.00012200534348031161 2.245500013926968e-05 0.00020002129912893176 -0.00020098804670851678 0.00029061776132645415 0.00026808744185559803 -0.00036578940053004776 -0.00018450002500448255 -0.00033282999339602471 0.00023225512727199552 0.0003688287048134953 -0.00025666147013158908 0.0004231829517993902 -0.00050718084574327812 6.0497451841001748e-05 0.00013395320046106078 -2.1462460946557777e-05 0.00056014515459537509 1.4790048838156669e-05 -4.2611582884298839e-06 -0.00063076424463044689 -0.00026111069989080232
leaf_weight=24 24 21 23 21 28 36 21 22 27 31 41 20 24 21 20 23 26 39 23 34 20 20 20 59 35 20 543 1799 23 33
leaf_count=24 24 21 23 21 28 36 21 22 27 31 41 20 24 21 20 23 26 39 23 34 20 20 20 59 35 20 543 1799 23 33
internal_value=0 1.15456e-06 0.000105187 -1.71031e-06 -0.000170764 -2.63087e-05 1.08349e-06 -3.24586e-07 9.32028e-07 -7.18622e-07 7.01946e-05 -4.77576e-06 7.21702e-05 -3.56634e-06 -0.000129798 -1.21506e-06 3.3763e-07 -1.74951e-06 2.5748e-05 1.41096e-05 2.8405e-05 -1.14212e-05 -0.000223342 -7.08083e-06 1.57518e-05 0.000190031 -1.09417e-06 -1.19576e-05 -0.000132356 -7.7545e-06
internal_weight=0 3097 83 3014 49 60 2965 2944 2922 2901 112 71 51 2789 51 2738 2715 2694 701 678 644 1993 40 1953 624 55 569 1914 115 92
internal_count=3121 3097 83 3014 49 60 2965 2944 2922 2901 112 71 51 2789 51 2738 2715 2694 701 678 644 1993 40 1953 624 55 569 1914 115 92
is_linear=0
shrinkage=0.1


Tree=2573
num_leaves=31
num_cat=0
split_feature=12 130 132 1203 1204 130 1185 50 12 0 1185 3 394 43 133 133 2 0 52 43 0 43 13 43 0 401 10 15 3 33
split_gain=4.85319e-05 0.000160319 4.89022e-05 0.00128046 0.0006383 0.00160248 0.00026618 0.000241523 6.05752e-05 7.43241e-05 5.89651e-05 0.000159359 6.70236e-05 0.00020109 5.82111e-05 0.000145568 0.00012965 0.00023481 0.00012264 8.39163e-05 0.000513018 0.000142736 0.000431025 0.00030832 0.000165975 0.00012707 0.000105626 0.000345672 0.000399512 0.000144351
threshold=0.23631000000000002 -0.22461999999999996 -0.083284999999999984 0.089165000000000008 -0.082199999999999981 0.006490000000000001 -0.083264999999999992 0.10022000000000002 0.10866500000000003 -0.075684999999999988 0.085905000000000009 -0.08867499999999999 -0.090369999999999992 -0.011694999999999999 -0.14757499999999998 -0.14169499999999999 0.084055000000000005 -0.087084999999999982 0.087765000000000024 0.084740000000000024 -0.097274999999999986 0.055925000000000009 -0.078279999999999975 0.05259500000000001 -0.072894999999999988 -0.41128499999999996 -0.010699999999999999 -0.098289999999999975 -0.0063699999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -4 -6 8 9 -3 12 -12 13 -8 16 -16 17 -14 -18 21 -21 23 -23 25 -24 -17 27 -27 -29 -28
right_child=-2 2 4 -5 6 -7 10 -9 -10 -11 11 -13 14 -15 15 19 18 -19 -20 20 -22 22 24 -25 -26 26 29 28 -30 -31
leaf_value=0.00024368524946449151 -0.00014472504414658508 -3.3361848348691858e-07 0.00014361601768961499 0.00075034981959818303 0.0003650143533013761 -0.0010470047578564846 0.00010237060751850632 -0.00036765267438568119 0.00010068215577286372 -0.00019815561371733963 -7.81451839113446e-05 0.00029021045872165512 0.00042378844556641647 -0.00030841762351113949 -0.00025513412248350827 0.0002395849823766515 8.3402959353406922e-05 -4.4715712447214174e-05 -0.00012077049874884932 -0.00054418396591813687 2.8320433365378349e-05 0.00046398572381944046 0.00014469985291638989 -0.00039392460981616754 -0.00025288232801748173 -0.00034396340504187989 0.000241482698940672 -0.00015050516460079865 0.00039558975813200792 -1.8456346239022159e-07
leaf_weight=27 23 109 26 23 20 20 22 20 44 23 23 24 23 26 23 22 76 20 48 20 72 26 21 20 21 37 25 37 21 2179
leaf_count=27 23 109 26 23 20 20 22 20 44 23 23 24 23 26 23 22 76 20 48 20 72 26 21 20 21 37 25 37 21 2179
internal_value=0 1.07446e-06 -1.05856e-06 4.44797e-05 -4.55536e-06 -0.000374045 1.50185e-06 -3.83519e-05 -9.31413e-07 -3.48026e-05 -1.10772e-06 0.000109951 -3.01344e-06 -0.00012014 -9.24231e-07 -4.70744e-06 5.62543e-05 0.00020588 4.36807e-06 -2.40443e-06 -9.6137e-05 1.17523e-06 0.000143997 -2.97338e-06 -5.40912e-05 3.95442e-07 -1.89345e-06 -0.000105136 4.72189e-05 2.55667e-06
internal_weight=0 3098 3071 219 2852 46 2806 196 176 132 2786 47 2739 48 2691 2524 167 43 124 2501 92 2409 68 2341 42 2321 2299 95 58 2204
internal_count=3121 3098 3071 219 2852 46 2806 196 176 132 2786 47 2739 48 2691 2524 167 43 124 2501 92 2409 68 2341 42 2321 2299 95 58 2204
is_linear=0
shrinkage=0.1


Tree=2574
num_leaves=31
num_cat=0
split_feature=130 40 33 9 2 1213 1 1 13 1 12 16 1 4 1 15 4 50 1 1 51 2 0 15 1 43 475 124 131 0
split_gain=5.37129e-05 0.000102626 4.979e-05 5.76501e-05 0.000217824 4.94218e-05 4.92084e-05 0.000201045 0.000454872 0.000785146 0.000832324 0.000271314 0.000219565 0.000148313 0.000557161 0.000284874 0.000325152 0.00022749 0.000225193 0.00023588 0.000354826 0.000235305 0.000179215 0.000166989 0.000177186 0.000177789 0.000145306 0.000144946 0.000142222 0.000133171
threshold=-0.23647499999999996 -0.23755499999999996 -0.009184999999999997 0.088235000000000022 -0.15339499999999998 0.51370000000000016 0.092390000000000014 0.096255000000000021 -0.081029999999999977 0.094090000000000021 0.092465000000000006 -0.059624999999999991 0.09697500000000002 -0.013514999999999998 0.099660000000000012 -0.015039999999999998 0.10528000000000001 0.13159000000000001 0.10337500000000001 0.107145 -0.063174999999999995 0.10731 -0.26609999999999995 -0.043924999999999992 0.10672000000000002 -0.081674999999999984 0.016915000000000003 -0.086114999999999983 0.10488000000000001 -0.072594999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 8 -8 10 -10 -11 -9 18 -15 17 -17 22 21 20 -20 -14 -16 24 25 -24 29 -26 -29 -21
right_child=1 2 3 4 -6 -7 7 12 9 11 -12 -13 13 14 15 16 -18 -19 19 26 -22 -23 23 -25 27 -27 -28 28 -30 -31
leaf_value=-0.00016335349224391393 0.00019516343567779082 -0.00012674391992116018 6.2986006863757839e-06 -5.5062305071058092e-05 0.00033890862326623633 0.00015536709513980896 -0.0004647473763270682 0.00027194458997265822 0.00076220486633246773 -6.3457865447465644e-05 -0.0001501130543920226 -0.00052063650514901387 8.5762487213621495e-05 -0.0005248730847518385 -0.0002986650559164229 -0.00056205033295555042 -1.6105150522586578e-05 0.00031593404716907325 5.1445543347374329e-05 0.00014875137318489984 -0.0004942244545831768 0.00049279329163255171 -0.00042244808282703166 0.00022798071055149194 0.00022360061331459419 -4.2377697320716839e-05 0.00030116701631673743 -2.9219542825180577e-05 0.00024690608173841614 -7.2367901215118869e-05
leaf_weight=20 27 31 2042 36 23 20 32 28 20 27 20 25 49 23 21 20 24 22 26 45 22 20 20 30 29 32 21 277 20 69
leaf_count=20 27 31 2042 36 23 20 32 28 20 27 20 25 49 23 21 20 24 22 26 45 22 20 20 30 29 32 21 277 20 69
internal_value=0 1.05355e-06 -6.51382e-07 6.33162e-07 9.85196e-05 -1.30226e-06 -2.35941e-06 -2.15347e-05 -0.000139995 -2.70374e-05 0.000306046 -0.000283255 -3.12741e-06 -1.313e-05 -4.37412e-05 -2.13856e-05 -0.000264262 2.30972e-06 4.97929e-05 -8.25366e-06 -0.000198653 0.000203742 -1.37736e-05 8.8995e-07 -1.71331e-05 -0.000188559 5.9444e-05 1.02108e-05 -1.06252e-05 1.4916e-05
internal_weight=0 3101 3074 3043 59 2984 2964 922 124 92 40 52 798 770 518 495 44 451 252 183 48 69 429 408 378 52 135 326 297 114
internal_count=3121 3101 3074 3043 59 2984 2964 922 124 92 40 52 798 770 518 495 44 451 252 183 48 69 429 408 378 52 135 326 297 114
is_linear=0
shrinkage=0.1


Tree=2575
num_leaves=31
num_cat=0
split_feature=12 130 0 45 52 4 151 1 14 52 150 142 48 11 33 4 1 147 483 1426 453 1456 4 1456 474 0 2 4 51 4
split_gain=5.03905e-05 0.000141294 5.08612e-05 0.000255725 0.000231654 0.0005023 0.000317969 0.000264323 0.000242266 0.000196633 0.000196435 0.000150134 0.000108263 9.6213e-05 0.000102787 9.56152e-05 0.000147857 9.41054e-05 9.84003e-05 8.29239e-05 7.98662e-05 7.99031e-05 0.00029594 0.000213621 0.000136318 8.64573e-05 0.000157894 0.000139396 0.000321007 0.000115878
threshold=0.23631000000000002 -0.22562499999999999 -0.14794999999999997 0.084355000000000013 -0.080114999999999978 -0.0024449999999999997 0.056735000000000001 0.082005000000000008 0.077685000000000018 0.12418000000000001 0.10801000000000001 -1.0000000180025095e-35 0.11951500000000001 -0.011194999999999998 -0.012019999999999998 0.0049200000000000008 0.11181500000000001 0.094075000000000006 -0.47181499999999993 -0.085619999999999988 0.089215000000000017 -0.16130999999999998 -0.065794999999999979 -0.10108499999999998 0.098370000000000027 0.13134000000000004 0.10559 -0.50940999999999981 0.086310000000000012 -0.081714999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 -6 10 12 -4 15 -13 -15 -9 -17 18 -16 -20 21 22 -21 -23 -24 27 -27 28 -25 -29
right_child=-2 2 11 -5 6 -7 -8 9 -10 -11 -12 13 -14 14 17 16 -18 -19 19 20 -22 23 24 25 -26 26 -28 29 -30 -31
leaf_value=0.00023786824951457675 -0.00014747012376218387 4.0557527901866004e-05 -0.00025414902190069221 0.00037456992222793079 0.00049181928232428624 -0.00057072168128797791 0.00042093763278733769 -2.5685660089688362e-05 3.6125819912870485e-05 -0.00031232854715831904 -0.00021610910888768796 0.00019639848833321596 -0.00013100061762434919 -0.00021073829484521414 0.00018221125787461242 0.00040894435119948215 6.7456808392307724e-05 -0.00018862306372924382 0.00017825686457217672 -0.00039578356963829723 0.00018499112006380034 0.00029990225422965448 0.00020143567941583265 -0.00035625299703107363 -0.0001520584163699823 0.0002383961442606769 -8.1415400004166609e-05 3.4094975684863844e-05 0.00010762232302043301 -1.7784631122225347e-05
leaf_weight=25 23 41 24 21 20 20 22 28 28 23 31 24 21 24 29 21 32 27 25 24 22 23 24 35 20 38 26 565 26 1809
leaf_count=25 23 41 24 21 20 20 22 28 28 23 31 24 21 24 29 21 32 27 25 24 22 23 24 35 20 38 26 565 26 1809
internal_value=0 1.09484e-06 -8.31402e-07 3.7715e-05 1.30671e-05 -0.000159862 5.97426e-05 2.07902e-05 0.000225998 -4.23506e-05 4.33726e-06 -5.12518e-06 7.13357e-05 -2.94475e-06 -4.7056e-06 0.000123793 0.000202763 -2.86944e-06 -9.88211e-07 -3.00292e-06 -4.73779e-06 -6.34939e-06 -0.000113316 -3.46527e-06 4.07565e-05 -6.25737e-06 0.000108473 -9.27286e-06 -0.000158536 -5.43755e-06
internal_weight=0 3098 3073 308 287 61 226 204 48 156 133 2765 102 2741 2717 81 53 2693 2666 2637 2612 2590 68 2522 44 2499 64 2435 61 2374
internal_count=3121 3098 3073 308 287 61 226 204 48 156 133 2765 102 2741 2717 81 53 2693 2666 2637 2612 2590 68 2522 44 2499 64 2435 61 2374
is_linear=0
shrinkage=0.1


Tree=2576
num_leaves=31
num_cat=0
split_feature=130 10 3 40 2 132 1203 393 1 12 147 16 131 123 40 12 1 45 10 2 147 4 1 13 13 51 0 4 0 42
split_gain=5.74076e-05 9.57492e-05 0.000136651 9.02891e-05 8.75573e-05 5.05351e-05 0.000330208 0.000247172 6.21516e-05 0.000245542 0.000208296 0.000172355 0.000148483 5.91853e-05 9.76396e-05 0.00013023 0.000435115 0.000173875 0.000138345 0.000349793 0.000123042 9.10892e-05 0.000141896 0.00013473 9.60708e-05 7.89467e-05 7.84797e-05 0.00011545 0.000238986 0.000115128
threshold=-0.23647499999999996 -0.38124499999999995 -0.0063699999999999989 -0.24134999999999998 0.17025000000000004 -0.083449999999999983 0.089480000000000018 0.12679500000000002 0.13686500000000004 -0.029094999999999999 0.10479500000000001 -0.25582999999999995 0.09172000000000001 0.086445000000000008 -0.0061149999999999998 -0.010834999999999999 0.107145 0.084355000000000013 0.053330000000000009 -0.080614999999999978 0.093875000000000014 1.0000000180025095e-35 0.096575000000000008 -0.016469999999999995 -0.0097949999999999982 -0.066639999999999991 0.14486500000000005 -0.50940999999999981 0.041630000000000007 0.082810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 8 10 12 13 -11 -10 14 21 16 -16 18 19 -17 26 22 -7 -23 -24 -15 27 28 -21 -28
right_child=1 3 -4 4 -6 7 -8 -9 9 11 -12 -13 -14 25 15 17 -18 -19 -20 20 -22 23 24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00016887828634935432 0.00033996615762589501 -0.00020758402131919172 -2.5269993126303669e-05 -7.8100785107371518e-06 0.00020396734610022535 0.00037651137231891469 -0.00043467427385621707 0.00033650385898495601 0.00017898377141376074 -0.00046110214565747557 0.00031672770447108806 -7.2494749503675853e-05 -0.00013115083565935494 0.00011373528046533465 -0.00045413207016491261 0.00039060141919079522 8.9307773647734028e-05 0.00026532988351391396 -0.00024938527395451356 7.597084656178292e-05 -0.00021763867068959653 0.00012954634435256154 -8.3611485156738632e-05 -0.00017821820452809333 0.00020291398052358999 -0.00010372697862915783 -2.9677023412659765e-05 2.1222933409284963e-06 -0.00036163102598108643 0.00030962883282882104
leaf_weight=20 20 21 21 193 21 22 20 22 38 21 21 25 26 20 26 23 34 25 22 24 26 33 22 25 25 101 20 2158 26 20
leaf_count=20 20 21 21 193 21 22 20 22 38 21 21 25 26 20 26 23 34 25 22 24 26 33 22 25 25 101 20 2158 26 20
internal_value=0 1.08918e-06 0.000152894 -9.44803e-07 4.83109e-07 -9.32785e-07 -4.78912e-05 2.63304e-06 -6.25252e-09 -7.36732e-05 3.02531e-06 -0.000249902 5.29916e-05 5.4124e-07 3.80762e-06 -7.06794e-07 -0.000146183 3.017e-06 1.89129e-07 2.57948e-06 -1.3451e-06 8.92616e-05 0.000166908 -3.11079e-06 6.87957e-05 -6.77828e-05 1.15651e-06 -1.35833e-06 -0.000151582 0.000139976
internal_weight=0 3101 41 3060 3039 3018 213 2805 2783 110 2673 46 64 2652 2531 2404 60 2344 2319 2297 2274 127 69 58 47 121 2248 2208 50 40
internal_count=3121 3101 41 3060 3039 3018 213 2805 2783 110 2673 46 64 2652 2531 2404 60 2344 2319 2297 2274 127 69 58 47 121 2248 2208 50 40
is_linear=0
shrinkage=0.1


Tree=2577
num_leaves=31
num_cat=0
split_feature=130 12 1211 43 1211 132 1186 1211 1203 394 151 160 51 150 133 150 150 42 42 1 457 151 2 484 2 2 52 484 13 484
split_gain=4.65002e-05 0.000106466 4.53569e-05 0.000154726 0.000124606 7.66224e-05 0.00153285 0.00120367 0.000120523 9.12115e-05 5.42426e-05 0.000195348 0.000731765 0.000710752 0.000441297 0.000321826 0.000218694 0.000203397 0.000107259 0.000101083 0.000144704 8.87312e-05 8.27471e-05 6.69999e-05 0.000210427 0.0002279 0.000194541 0.00014864 0.000115089 0.000113532
threshold=-0.23647499999999996 0.23631000000000002 0.11716500000000001 0.062770000000000006 0.11088500000000003 -0.083284999999999984 0.0044650000000000011 0.10167000000000002 0.088730000000000017 0.013605000000000001 -0.085134999999999975 -0.085764999999999994 -0.085604999999999987 0.10874500000000002 0.087285000000000015 0.092390000000000014 0.085210000000000022 0.086555000000000007 0.083715000000000026 0.10672000000000002 0.082380000000000009 -0.14122499999999996 0.087625000000000022 -0.096419999999999992 0.09580000000000001 0.11144000000000001 -0.10925999999999998 -0.091199999999999989 -0.081659999999999996 -0.085934999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 8 9 -2 10 11 14 -13 15 21 16 17 18 19 20 -14 -7 -22 24 26 -26 -12 -25 -28 -29
right_child=1 -3 3 -5 -6 7 -8 -9 -10 -11 23 12 13 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 27 25 -27 28 29 -30 -31
leaf_value=-0.00015199044210021385 -3.8444618398248817e-06 0.00022018417677662167 0.00022413850343913177 -0.00012835175642976539 -0.00022914446341625687 -0.0001205783685387966 0.00086876435393822341 -0.00074157749728659514 -0.00026297489504941042 0.00016144493063620759 -0.00029201704862446474 -0.00055390724949327041 -0.00023088383375714468 0.00060418667618207457 0.00055624056893231516 -0.00038841536239488052 0.00034629991481779145 -0.00022067312024506359 0.00025094981436901118 0.00019589690929768205 -7.4518947180227514e-05 0.00015134564455365762 0.00020620655517892113 -0.00026873956667259339 0.00046930649596933191 1.9108449115541907e-05 0.0001913436400917073 0.00018250722228737188 -6.2399416511209728e-05 -1.0185814619357842e-05
leaf_weight=20 175 22 33 20 24 24 21 22 20 35 21 22 27 21 22 20 20 34 23 22 21 24 21 22 22 23 33 31 39 2237
leaf_count=20 175 22 33 20 24 24 21 22 20 35 21 22 27 21 22 20 20 34 23 22 21 24 21 22 22 23 33 31 39 2237
internal_value=0 9.80269e-07 -5.85981e-07 9.11233e-05 -2.19226e-06 -3.7785e-07 5.69989e-05 -4.8263e-06 -3.04219e-05 1.03785e-06 -1.0194e-06 3.9022e-05 -5.32502e-06 5.24205e-05 0.000185367 -9.21298e-06 3.59302e-05 -6.0117e-06 5.80101e-05 9.24515e-06 -5.0267e-05 1.53836e-05 6.58438e-05 -5.98335e-06 6.16858e-05 0.000239205 -2.42107e-05 -1.00612e-05 5.38995e-05 -7.552e-06
internal_weight=0 3101 3079 53 3026 3002 216 2786 195 2764 2729 301 231 209 70 188 168 148 114 91 69 48 42 2428 138 45 93 2290 72 2268
internal_count=3121 3101 3079 53 3026 3002 216 2786 195 2764 2729 301 231 209 70 188 168 148 114 91 69 48 42 2428 138 45 93 2290 72 2268
is_linear=0
shrinkage=0.1


Tree=2578
num_leaves=31
num_cat=0
split_feature=132 1185 393 403 403 50 4 4 132 133 2 34 34 97 123 9 0 9 120 40 130 4 4 130 133 13 130 15 16 1209
split_gain=5.34164e-05 0.000261033 0.0001738 6.25552e-05 0.000122309 7.85063e-05 7.71155e-05 0.000101989 0.000163661 4.66631e-05 7.87972e-05 5.12278e-05 0.000108612 0.000372153 0.000141144 0.00011252 0.000245059 6.19806e-05 6.00241e-05 9.34341e-05 5.59084e-05 0.000456139 0.000323403 0.000211897 0.000196521 0.000198903 0.000172548 0.000202576 0.000186888 9.07225e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.10389500000000002 -0.090484999999999996 -0.085994999999999988 0.09227500000000001 -0.068329999999999988 1.0000000180025095e-35 -0.41127499999999995 -0.50375999999999987 0.089775000000000008 -0.112215 -0.057544999999999992 -0.079444999999999988 0.084880000000000025 0.091905000000000014 -0.0058249999999999994 0.082870000000000013 0.091385000000000008 -0.24134999999999998 0.088310000000000013 -0.088784999999999989 -0.08484499999999999 0.085235000000000019 -0.085499999999999979 -0.0062949999999999994 0.097765000000000005 -0.067579999999999987 -0.037154999999999994 -0.087714999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -6 -8 -9 10 -3 -11 13 14 -13 17 -17 18 19 -14 23 -22 -23 29 -24 -26 27 -27 -28 -21
right_child=1 9 -4 4 5 -7 7 8 -10 11 -12 12 15 -15 -16 16 -18 -19 -20 20 21 22 24 -25 25 26 28 -29 -30 -31
leaf_value=0.00014759762376673861 0.00035490533780483974 0.00020455406438800157 -0.00026287615937690137 -0.00026383658463601027 0.00015860800248836831 -0.00015812846345047898 -0.00015911310511285137 0.00026146979683592994 -8.6360647729898424e-05 -0.0001306497139739804 -4.3298835178417077e-05 0.00012994111608713866 0.0002101365023658478 0.00043446401110850281 -0.00020608785049989819 -0.0003875947342274468 7.9243083746405318e-05 0.00016354104471089239 -0.00016581914096605035 0.00014104112408610739 -0.00050559986142616252 0.00037699603723012842 -0.00032717586231724872 0.00023994333145359683 0.00027778124356354097 -0.00043428272890326172 -0.00010725167881259147 -1.2980935862287879e-05 0.0002416216936710823 -3.8960569517813304e-06
leaf_weight=22 21 29 32 20 35 26 32 24 31 30 23 25 21 25 25 23 22 23 22 44 20 20 22 37 21 21 34 25 28 2338
leaf_count=22 21 29 32 20 35 26 32 24 31 30 23 25 21 25 25 23 22 23 22 44 20 20 22 37 21 21 34 25 28 2338
internal_value=0 3.62028e-06 -4.72757e-05 -1.0964e-05 -3.17281e-05 -3.62056e-07 3.32603e-05 -1.71669e-05 6.54199e-05 1.05704e-06 9.49268e-05 -6.70212e-07 7.24418e-07 0.000119439 -3.80734e-05 -2.54776e-06 -0.000159363 8.92643e-08 -1.32777e-06 4.76809e-08 -1.64269e-06 -5.37285e-05 -8.78085e-07 2.46992e-06 -5.09276e-05 -3.81554e-06 -5.85705e-05 -0.000205314 5.0304e-05 -1.2188e-06
internal_weight=0 2899 222 190 168 148 122 87 55 2878 52 2826 2796 75 50 2721 45 2676 2653 2631 2610 191 171 2419 151 129 108 46 62 2382
internal_count=3121 2899 222 190 168 148 122 87 55 2878 52 2826 2796 75 50 2721 45 2676 2653 2631 2610 191 171 2419 151 129 108 46 62 2382
is_linear=0
shrinkage=0.1


Tree=2579
num_leaves=31
num_cat=0
split_feature=12 130 10 1 1 33 13 123 44 0 154 474 11 11 1428 52 155 31 43 475 157 1375 3 151 1375 2 2 1429 1456 52
split_gain=4.74063e-05 0.000139524 5.40044e-05 0.000364625 0.000266066 0.000137226 0.000115211 0.000104757 5.95971e-05 0.000139656 8.68921e-05 0.000143625 0.000134874 0.00053305 0.000247478 0.000227711 0.000140609 6.64548e-05 0.000175182 6.95405e-05 0.00064976 0.000348541 0.000669548 0.000294543 0.000254509 0.000172375 0.000162801 8.1749e-05 9.0153e-05 0.000244179
threshold=0.23631000000000002 -0.22562499999999999 -0.010699999999999999 0.093400000000000025 0.10956 -1.0000000180025095e-35 -0.11122999999999998 0.086935000000000026 0.10049500000000001 -0.26609999999999995 0.084190000000000001 -0.26322499999999993 0.08976000000000002 0.095165000000000013 0.10482000000000001 -0.22660999999999995 0.12509500000000004 -1.0000000180025095e-35 -0.083434999999999995 -0.085774999999999976 -0.086244999999999988 -0.15308499999999997 0.088060000000000013 -0.085134999999999975 -0.090674999999999992 0.098260000000000014 0.085785000000000014 0.11475 0.11027500000000001 -0.034054999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 -6 -8 9 -7 11 -11 14 -14 16 -15 17 18 -13 20 -19 22 -21 -22 -23 26 -25 28 -26 -30
right_child=-2 2 5 4 6 8 7 -9 -10 10 -12 12 13 15 -16 -17 -18 19 -20 21 23 24 -24 25 27 -27 -28 -29 29 -31
leaf_value=0.00023634751621284521 -0.00014303692150861025 -0.00043418942580253562 0.00023048686338230395 0.00034166667406680066 8.0390352134903276e-05 0.00025808048501078576 -0.00034232784819323572 -2.9397375929756495e-05 -0.00014546102065651211 -0.0002129280126609956 0.00019723902200480966 6.7019433613908902e-05 0.00057453346467809755 -0.00027753354489422317 -0.00034545777047502012 0.00013780731580867944 0.00025093812479429868 -0.00056740458708604414 -0.00034190449317975438 0.00058525074047273461 0.0003555158927073618 -0.00034910977549207887 -0.00017231001227628441 7.0159784366336208e-05 1.3289819655157675e-06 0.00018496478660381401 -0.00026528999530968671 0.00018814564511716446 0.00011494341822981368 -0.00035816432003533315
leaf_weight=25 23 22 26 20 30 21 20 23 28 32 22 22 20 22 21 33 22 22 20 28 22 21 20 23 2405 22 39 23 20 24
leaf_count=25 23 22 26 20 30 21 20 23 28 32 22 22 20 22 21 33 22 22 20 28 22 21 20 23 2405 22 39 23 20 24
internal_value=0 1.06192e-06 -8.52213e-07 -6.80854e-05 1.85199e-05 1.76165e-06 -7.00135e-05 -0.000174946 -2.66606e-07 1.13334e-06 -7.38284e-07 -2.26065e-06 1.22293e-07 0.000132434 -3.48098e-06 -2.8329e-05 -8.53272e-07 -2.89658e-06 -0.000127706 -9.32548e-07 -7.28513e-05 2.69028e-06 0.0002696 2.97919e-05 -2.44879e-06 -5.55168e-05 -0.000140849 4.96147e-07 -1.26618e-06 -0.000143115
internal_weight=0 3098 3073 115 93 2958 73 43 2932 2904 2883 2861 2829 75 2754 55 2733 2711 42 2669 128 2541 48 106 2493 84 62 2472 2449 44
internal_count=3121 3098 3073 115 93 2958 73 43 2932 2904 2883 2861 2829 75 2754 55 2733 2711 42 2669 128 2541 48 106 2493 84 62 2472 2449 44
is_linear=0
shrinkage=0.1


Tree=2580
num_leaves=31
num_cat=0
split_feature=130 121 33 9 4 132 50 1185 1203 13 132 16 0 1213 1186 1185 1185 129 0 393 130 394 133 3 3 1375 49 3 0 0
split_gain=5.25591e-05 9.69208e-05 7.29537e-05 6.98978e-05 0.000208223 4.7244e-05 0.00136656 0.000757292 0.000249384 4.71215e-05 8.75812e-05 8.92825e-05 7.14102e-05 5.83299e-05 4.69659e-05 8.84133e-05 0.000151736 0.000130574 6.78936e-05 6.35e-05 6.85361e-05 0.000115302 0.00010586 6.6606e-05 0.000942444 0.000516995 0.000334123 0.000327868 0.000203321 0.000195927
threshold=-0.23647499999999996 -0.088279999999999983 -0.009184999999999997 0.088235000000000022 0.40945500000000007 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 0.056795000000000005 -0.40070499999999992 -0.046599999999999996 -0.087414999999999979 1.0000000180025095e-35 0.087140000000000009 0.090595000000000009 0.085905000000000009 -0.077709999999999987 0.22582000000000002 0.098330000000000015 -0.0060099999999999989 -0.0074349999999999998 -0.047229999999999987 -0.086049999999999988 -0.086424999999999988 -0.15308499999999997 0.11042000000000002 -0.085709999999999995 0.13134000000000004 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 8 -7 9 10 -4 12 -12 -14 15 16 17 -9 19 20 22 -22 -19 24 25 -23 28 -25 -27 -29
right_child=1 2 3 4 -6 7 -8 14 -10 -11 11 -13 13 -15 -16 -17 -18 18 -20 -21 21 23 -24 27 -26 26 -28 29 -30 -31
leaf_value=-0.00016158950311364608 0.00019714358111377808 -0.00015573128233275688 -0.00019880726995324949 0.0003714757043053396 -2.2095057337116111e-05 -0.00058906488517426303 0.00079069634365706322 -0.00024500042550657371 -0.00037547217678365999 0.00012448195717297493 -0.00015285883696792139 0.00017874883679905906 -4.8487674548596259e-05 0.00014391046380086875 0.00010894163017674613 -0.00020123740515290675 0.00023162497049530168 -9.0420496746901332e-06 -0.00018391029378108216 0.00016646591153086934 0.0002302696260316721 -0.00050006856352410986 -0.0002628103124443442 -0.00034313103553421543 0.00054836924881039356 -1.2859396142380036e-05 0.00032125838325180881 1.0387494071989916e-06 0.00029702766832997443 -0.00021261050483603453
leaf_weight=20 25 30 24 20 41 22 22 22 20 25 33 25 40 26 39 22 28 48 20 23 22 20 25 29 33 563 34 1754 22 44
leaf_count=20 25 30 24 20 41 22 22 22 20 25 33 25 40 26 39 22 28 48 20 23 22 20 25 29 33 563 34 1754 22 44
internal_value=0 1.04217e-06 -5.51634e-07 9.76728e-07 0.000106945 -1.18878e-06 4.39679e-05 -4.69372e-06 -4.11514e-05 -2.50163e-06 -2.39516e-05 9.89149e-06 -3.27493e-05 2.73055e-05 -1.53464e-08 -1.58394e-06 5.07359e-08 -2.3878e-06 -3.63732e-07 1.03899e-06 -4.27784e-07 2.3382e-06 -9.5949e-05 3.31601e-07 2.72505e-05 3.38314e-07 1.65065e-05 -9.56962e-06 -1.20552e-06 -4.1896e-06
internal_weight=0 3101 3076 3046 61 2985 215 2770 193 173 148 124 99 66 2748 2709 2687 2659 2637 2617 2594 2521 73 2499 672 639 619 1827 585 1798
internal_count=3121 3101 3076 3046 61 2985 215 2770 193 173 148 124 99 66 2748 2709 2687 2659 2637 2617 2594 2521 73 2499 672 639 619 1827 585 1798
is_linear=0
shrinkage=0.1


Tree=2581
num_leaves=31
num_cat=0
split_feature=132 1185 393 50 49 131 12 0 1213 403 403 1 403 42 401 1209 402 1209 1212 1212 401 1213 133 42 42 150 50 4 4 483
split_gain=5.17987e-05 0.00029687 0.000138281 9.24881e-05 5.1471e-05 0.000129298 0.000126384 6.42442e-05 6.65843e-05 4.66801e-05 7.54202e-05 9.48241e-05 8.35029e-05 0.000146604 7.53416e-05 0.00016239 0.000398119 0.000186721 7.71995e-05 0.000225597 7.91327e-05 0.000319664 0.000210471 7.44093e-05 0.000305318 0.000248303 0.000297249 0.000308434 0.000659216 0.000340131
threshold=-0.083174999999999985 -0.083264999999999992 0.10389500000000002 0.09227500000000001 0.09567500000000001 -0.076979999999999979 0.095780000000000018 -0.082084999999999977 -1.0000000180025095e-35 0.55673500000000009 0.4024950000000001 0.086105000000000015 0.12089000000000001 0.086950000000000013 0.11769000000000002 -0.084519999999999984 -0.014954999999999998 -0.069599999999999981 -0.089544999999999986 -0.030914999999999995 -0.06959499999999999 0.0036000000000000003 0.51114000000000004 0.097640000000000018 0.096450000000000022 0.091355000000000006 1.0000000180025095e-35 -0.064054999999999987 -0.078629999999999992 0.10143000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -7 10 12 -12 14 -14 15 16 -3 -17 -19 -20 21 -21 23 24 -22 26 27 28 -25 -29
right_child=1 9 -4 -5 -6 6 -8 -9 -10 -11 11 -13 13 -15 -16 17 -18 18 19 20 22 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=0.00025728650157954847 0.00037818839939843333 0.00014553280336604941 -0.00023886633116489977 -0.00018559152083104925 -9.9465931771192128e-05 -0.00015148446095519745 -0.00023075669977970392 0.00018336451935465449 6.6598632084995715e-05 -0.00011232539036427626 0.00027878151806197074 -1.8297897934514498e-05 4.3661887632749442e-05 -0.00027713613689511789 0.00019142146380285601 0.00029468181845996618 -0.00043501181407245226 0.0001418008783963533 -0.00025974521418957561 0.00033417240974226701 2.4748024106228937e-06 -0.00015194582704983379 -0.00023595006460783299 6.857594628606669e-05 -0.00031873891421128068 -0.00025540941358315195 -9.7313309105221137e-05 0.00013003019325493617 0.00078528729063691576 -0.00031594109361321899
leaf_weight=23 21 21 32 27 32 21 20 25 42 36 22 21 28 29 21 22 27 39 33 31 2172 24 37 33 30 24 69 118 21 20
leaf_count=23 21 21 32 27 32 21 20 25 42 36 22 21 28 29 21 22 27 39 33 31 2172 24 37 33 30 24 69 118 21 20
internal_value=0 3.56504e-06 -4.65544e-05 -1.4165e-05 1.42308e-05 4.20041e-05 -3.84308e-06 4.77282e-05 -6.09573e-06 8.31516e-07 2.26489e-06 0.000133696 2.45759e-07 -0.000119551 2.73607e-06 1.27984e-06 -0.000181024 4.55353e-06 2.14582e-06 6.06201e-08 3.38501e-06 0.000122048 7.99242e-07 4.32145e-06 -1.90141e-06 5.24012e-05 8.07056e-05 0.000144681 0.000347297 6.53967e-05
internal_weight=0 2899 222 190 163 131 108 88 63 2878 2842 43 2799 57 2742 2721 48 2673 2651 2612 2579 55 2524 2487 2202 285 261 192 54 138
internal_count=3121 2899 222 190 163 131 108 88 63 2878 2842 43 2799 57 2742 2721 48 2673 2651 2612 2579 55 2524 2487 2202 285 261 192 54 138
is_linear=0
shrinkage=0.1


Tree=2582
num_leaves=31
num_cat=0
split_feature=130 40 1186 2 1186 129 42 129 394 33 9 3 15 16 150 49 448 2 16 15 1212 4 4 0 124 16 31 2 39 45
split_gain=5.35303e-05 8.81105e-05 4.77163e-05 0.00031861 0.000294852 0.000148098 6.94855e-05 6.62509e-05 0.000104714 5.55118e-05 5.28379e-05 0.000260338 4.97534e-05 6.01171e-05 0.000190014 0.000205599 0.000279167 0.000108726 8.35622e-05 0.000141559 0.000112377 0.000103713 8.14208e-05 9.31063e-05 7.55153e-05 0.000162351 0.000111344 0.000242744 0.00010888 6.68209e-05
threshold=-0.23647499999999996 -0.23755499999999996 0.062435000000000011 0.084055000000000005 1.0000000180025095e-35 -0.080434999999999993 -0.035074999999999988 -0.077709999999999987 -0.10421499999999999 -0.044254999999999996 0.088235000000000022 -0.13309499999999996 0.23208000000000004 -0.52595999999999987 0.12068000000000002 -0.023059999999999997 -0.066849999999999979 0.096325000000000008 -0.50690499999999983 -0.11033999999999998 -0.47386499999999993 0.62931500000000018 0.59999500000000017 -0.23811499999999999 -0.087104999999999988 -0.072359999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085970000000000005 0.094030000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 7 -5 -7 -3 -9 -10 12 -12 13 14 15 16 -11 -17 19 -15 -20 22 23 -22 25 -25 -26 -28 -27 -29
right_child=1 2 3 5 -6 6 -8 8 9 10 11 -13 -14 18 -16 17 -18 -19 20 -21 21 -23 -24 24 26 28 27 29 -30 -31
leaf_value=-0.00016307549522025512 0.00018091112120870363 -0.00017376591586898112 -0.00039447709897776014 0.00024234497119007007 0.00038437816663645214 3.1988211618833398e-05 -0.0002086455677635968 0.00018628831074844735 0.00016049566440328602 -4.9234439542157239e-05 0.00016418834920446188 -0.00026890801780349907 0.00015642204292817043 0.0003347031576413429 0.00021234648185782133 0.0001526051912805997 -0.00056544947234215225 -0.0001173497904162375 -0.00021202989853918555 -2.2232330080441902e-05 0.00021112296471117241 -0.00018706164934475714 0.0001904188574332258 0.00033470296409740557 -0.00018568645380472653 -0.00015651251179287615 0.00030315900126319886 -2.4775649985882657e-06 0.00013957051576451502 -0.00018163995091093792
leaf_weight=20 27 22 23 23 20 30 20 30 21 22 23 35 20 20 20 25 20 37 25 25 21 29 23 21 33 23 26 2389 27 21
leaf_count=20 27 22 23 23 20 30 20 30 21 22 23 35 20 20 20 25 20 37 25 25 21 29 23 21 33 23 26 2389 27 21
internal_value=0 1.05175e-06 -5.28015e-07 -6.99198e-05 1.70893e-06 3.23379e-05 -6.42653e-05 -8.78423e-07 4.17055e-07 -1.50178e-06 -2.68097e-06 -9.71629e-05 -7.42531e-07 -1.86234e-06 -6.99357e-05 -0.000124221 -0.000295051 -8.49698e-06 1.28381e-06 0.000136406 -1.02115e-06 9.97683e-07 3.10826e-06 1.42604e-06 -3.0767e-07 0.000101372 -3.23162e-06 -7.59937e-07 3.37232e-06 -4.03873e-06
internal_weight=0 3101 3074 96 2978 73 50 2958 2936 2906 2885 58 2827 2807 124 104 42 62 2683 45 2638 2613 2584 2561 2540 71 2469 2436 50 2410
internal_count=3121 3101 3074 96 2978 73 50 2958 2936 2906 2885 58 2827 2807 124 104 42 62 2683 45 2638 2613 2584 2561 2540 71 2469 2436 50 2410
is_linear=0
shrinkage=0.1


Tree=2583
num_leaves=31
num_cat=0
split_feature=12 130 10 0 1 33 123 1186 1186 1186 0 4 129 394 31 43 44 156 15 11 51 11 157 475 160 4 4 2 157 1429
split_gain=5.31616e-05 0.000128144 4.5008e-05 0.000295328 0.000389775 0.00010436 8.69529e-05 4.95722e-05 0.000310797 0.000238138 0.000140958 5.62005e-05 5.29572e-05 8.58886e-05 4.98046e-05 0.000206786 5.38682e-05 0.000128837 0.000240155 6.74972e-05 0.000212827 0.000119673 0.000100503 0.000103232 0.000183862 0.000129732 0.000391161 0.000308561 0.00011996 8.81212e-05
threshold=0.23631000000000002 -0.22562499999999999 -0.011559999999999999 -0.10224499999999999 0.096860000000000016 -1.0000000180025095e-35 0.085290000000000019 0.062435000000000011 0.084505000000000011 1.0000000180025095e-35 -0.087974999999999984 0.62736500000000006 -0.077709999999999987 -0.10421499999999999 -1.0000000180025095e-35 -0.084154999999999994 0.10049500000000001 -0.094124999999999986 -0.074054999999999996 0.094350000000000003 -0.057604999999999996 0.088710000000000011 0.41580000000000006 -0.10664 -1.0000000180025095e-35 -0.50940999999999981 -0.50052499999999989 0.095195000000000016 -0.40452499999999997 -0.060529999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 -6 9 -9 11 -10 12 -7 -14 15 -15 17 18 -16 21 -21 22 23 24 -19 27 -27 -25 -28 -30
right_child=-2 2 5 4 6 7 -8 8 10 -11 -12 -13 13 14 16 -17 -18 19 -20 20 -22 -23 -24 25 -26 26 28 -29 29 -31
leaf_value=0.00022661101224366576 -0.00015147085207939634 -0.00037348830774135426 0.00019374452318256122 0.00040960852609714496 -0.00019894522912282912 -0.00015638931971890006 3.6019041830773602e-05 -0.00041029582518517385 -0.00011356823404120016 0.0003459403681335971 0.00017024035370143663 0.00013142947091182577 0.00016765949281155677 8.9898031653016619e-05 0.00042520532966591426 -0.00034547971270512792 -0.00014398923158296384 3.9605438756883484e-05 -5.3583843824030329e-05 0.00032556503219529991 -5.6453670965441102e-05 -0.00023165605696545832 0.00020556896646588071 3.3553087684725016e-05 -0.00037932752031338168 0.00037331745808322534 -0.00024058070973426637 -0.00044437504984671253 0.00012950864725276988 -3.3735810536092428e-06
leaf_weight=25 23 24 28 20 36 22 28 21 35 20 35 32 30 24 20 20 26 22 22 25 35 23 23 35 20 28 21 22 51 2325
leaf_count=25 23 24 28 20 36 22 28 21 35 20 35 32 30 24 20 20 26 22 22 25 35 23 23 35 20 28 21 22 51 2325
internal_value=0 1.12454e-06 -7.09872e-07 -6.41208e-05 2.42699e-05 1.59987e-06 -9.61484e-05 -2.3195e-07 -7.28867e-05 2.09116e-06 2.83361e-05 -3.42306e-07 -1.8515e-06 -6.25013e-07 -2.4662e-06 -0.000108001 -7.451e-07 6.48743e-07 0.000174411 -2.12617e-06 0.000102721 -4.57396e-06 -2.52335e-06 -4.4196e-06 -0.000159886 -1.78881e-06 1.71631e-06 -0.00015091 -2.62446e-06 -5.21311e-07
internal_weight=0 3098 3073 108 84 2965 64 2937 91 2846 70 2826 2794 2772 2742 44 2698 2672 42 2630 60 2570 2547 2524 42 2482 2425 57 2397 2376
internal_count=3121 3098 3073 108 84 2965 64 2937 91 2846 70 2826 2794 2772 2742 44 2698 2672 42 2630 60 2570 2547 2524 42 2482 2425 57 2397 2376
is_linear=0
shrinkage=0.1


Tree=2584
num_leaves=31
num_cat=0
split_feature=33 9 16 13 130 1204 1185 1186 129 129 394 394 3 2 129 129 129 130 4 160 483 51 51 51 4 4 0 4 1 51
split_gain=5.91817e-05 6.30793e-05 0.000775716 0.000324332 4.94207e-05 8.98407e-05 9.14604e-05 0.000101962 8.15106e-05 9.52962e-05 6.93379e-05 0.000120844 0.000100212 6.907e-05 6.08963e-05 7.57142e-05 7.3843e-05 7.51546e-05 0.000104037 6.42256e-05 0.00010344 6.75279e-05 0.000231567 0.000158291 0.000142151 0.000220453 0.00012624 0.000314543 0.000105599 9.90436e-05
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.077799999999999994 0.12884500000000002 0.053645000000000005 -0.10973499999999999 -0.092084999999999986 -0.085659999999999986 -0.077709999999999987 -0.13579999999999995 -0.086374999999999993 -0.088084999999999983 0.099515000000000006 0.11266500000000002 0.10532000000000001 0.097955000000000014 -0.22699999999999995 0.63113500000000011 0.62940000000000007 -0.47181499999999993 0.094075000000000006 0.090560000000000015 0.089355000000000004 0.033845000000000007 0.0045450000000000013 -0.097024999999999986 -0.059649999999999988 0.122185 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2 -8 -9 -10 -11 12 -12 -6 15 16 17 -13 19 20 -19 22 23 -22 25 26 27 -23 -26 -28
right_child=1 2 -4 -5 13 -7 7 8 9 10 11 14 -14 -15 -16 -17 -18 18 -20 -21 21 24 -24 -25 28 -27 29 -29 -30 -31
leaf_value=-0.00013748180434988407 -0.00021380259422585369 0.00012942990546930974 0.00061493456159951172 -0.00041999447400615153 1.6939599992751722e-05 0.00020215036908087893 0.00018735149504460298 0.00020009825529996306 -0.00019306386417995854 -0.00016331327358504776 1.5041142578411382e-05 -0.00018288282191623813 0.0003316033884038916 -0.00024272460577776656 0.00016792315034849925 -0.00016374334367794981 0.00016976794887159485 0.00022486135982035193 0.00022587976091017483 -0.00018157552487537034 -8.0768479272379945e-06 0.00011646941342265704 -0.0002608195158245508 0.00023548098074065317 -0.00029697903111809866 0.00032790290223884172 0.00018057694866817247 -0.00041102430085970809 2.7981629536952823e-05 2.3242032820721657e-05
leaf_weight=31 20 22 20 21 21 22 29 20 26 26 20 23 20 20 21 29 25 20 20 20 2280 26 36 27 20 29 58 20 20 129
leaf_count=31 20 22 20 21 21 22 29 20 26 26 20 23 20 20 21 29 25 20 20 20 2280 26 36 27 20 29 58 20 20 129
internal_value=0 1.37927e-06 0.000100417 -0.000138894 -6.81967e-07 8.15286e-07 -6.79103e-07 7.68746e-07 -1.08748e-06 -2.47736e-06 -7.50195e-07 7.36488e-07 0.000173322 -0.000109726 -1.72638e-06 -3.00699e-06 -1.3138e-06 -2.88163e-06 -1.35112e-06 -3.04371e-06 -1.70389e-06 -3.41705e-06 -9.15353e-06 -5.22637e-06 4.10882e-05 6.78954e-05 3.55339e-05 -0.000112876 -0.000134499 7.20411e-05
internal_weight=0 3090 63 43 3027 2986 2964 2944 2915 2895 2869 2843 40 41 2803 2782 2753 2728 2705 2685 2665 2645 2343 2307 302 262 233 46 40 187
internal_count=3121 3090 63 43 3027 2986 2964 2944 2915 2895 2869 2843 40 41 2803 2782 2753 2728 2705 2685 2665 2645 2343 2307 302 262 233 46 40 187
is_linear=0
shrinkage=0.1


Tree=2585
num_leaves=31
num_cat=0
split_feature=375 42 457 13 457 4 151 142 151 457 457 457 447 447 457 0 15 15 9 15 12 133 133 1374 2 4 0 132 1 1185
split_gain=5.15804e-05 0.000148803 5.06009e-05 0.000194731 0.00010086 0.000252054 8.5543e-05 0.000195407 8.6589e-05 8.52568e-05 0.000149463 0.000237418 0.000129714 9.71407e-05 0.000152393 0.000111052 9.6703e-05 0.00101156 0.000424722 0.000317667 0.000175311 0.000160726 0.000262335 0.000136287 0.000131316 0.000949985 0.000287069 0.0001259 0.00143022 0.000781673
threshold=0.083605000000000013 -0.079539999999999986 -0.14786499999999997 -0.082759999999999986 -0.08798499999999998 1.0000000180025095e-35 0.13340000000000005 -0.057499999999999989 0.10280000000000002 0.31508000000000008 0.11612500000000002 0.098180000000000003 0.09290000000000001 0.088380000000000014 0.090150000000000022 -0.24955499999999997 -0.10203999999999998 -0.098289999999999975 0.088665000000000008 -0.10469999999999999 0.11527000000000001 -0.37971999999999995 -0.14717499999999997 0.086765000000000023 0.083585000000000007 0.053180000000000012 -0.09515499999999999 -0.083284999999999984 0.089475000000000013 -0.083264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 7 -6 9 10 11 12 13 14 15 -9 19 -18 23 20 21 -17 -23 27 25 -24 -27 28 -19 -29
right_child=1 -3 4 -5 6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 16 17 18 -20 -21 -22 22 24 -25 -26 26 -28 29 -30 -31
leaf_value=-8.9240132491914161e-05 8.3789121199515654e-05 -0.00029734139153290366 4.7722536306965222e-05 0.00033741083541826816 0.0003009679075562004 -0.00037055384676204999 -0.00018550786430751034 0.00020619226105247015 0.00018007743594892047 -0.00016754022343472267 0.00023182844441700063 -0.00031353880312963157 0.00024418870308099116 -0.00015430238281624045 0.00025899098001663453 -0.00021599881098760911 -0.00064270277332980187 -5.7567334663348669e-05 0.00044456247345633102 0.00041975323110818866 0.00028495469232439066 0.00029861676568430088 -0.0006465335807054847 0.00022484010894550013 3.7097598437969996e-05 0.00031558887232980247 -7.8740391093864076e-05 -0.00063879857043502852 0.00075387200889123892 -1.0492447770044559e-05
leaf_weight=23 20 21 34 20 22 25 24 26 27 30 28 24 22 40 23 30 25 132 21 21 24 32 24 25 266 30 48 20 26 1988
leaf_count=23 20 21 34 20 22 25 24 26 27 30 28 24 22 40 23 30 25 132 21 21 24 32 24 25 266 30 48 20 26 1988
internal_value=0 -0.000111424 1.48324e-06 0.000109202 -4.19232e-08 -0.000129513 2.52316e-06 4.05083e-06 1.82294e-06 1.66183e-07 1.91616e-06 -3.45004e-07 2.31764e-06 4.17905e-07 2.65942e-06 5.06156e-07 -1.46576e-06 -1.01672e-05 -3.01825e-06 3.95132e-05 2.1925e-05 7.24431e-06 2.39875e-05 -7.30816e-06 1.06746e-07 -9.63596e-05 7.29247e-05 -9.98761e-06 7.59607e-05 -1.67505e-05
internal_weight=0 41 3080 43 3037 59 2978 2954 2932 2905 2875 2847 2823 2801 2761 2738 2712 2237 2212 475 454 430 400 2191 368 102 78 2166 158 2008
internal_count=3121 41 3080 43 3037 59 2978 2954 2932 2905 2875 2847 2823 2801 2761 2738 2712 2237 2212 475 454 430 400 2191 368 102 78 2166 158 2008
is_linear=0
shrinkage=0.1


Tree=2586
num_leaves=31
num_cat=0
split_feature=33 34 9 1 1213 132 1185 1203 120 1 120 2 147 148 447 3 0 12 12 12 12 15 3 4 16 12 1429 13 4 2
split_gain=5.64177e-05 6.22583e-05 9.7071e-05 0.000267986 5.34235e-05 4.90553e-05 0.000333531 0.000137385 5.03063e-05 0.000101755 0.000240616 0.000134229 7.41583e-05 0.000273809 0.000140641 0.000185526 9.51871e-05 7.21781e-05 7.88149e-05 6.67212e-05 0.000390552 0.000237975 0.000219061 0.000485063 0.000254805 0.000377233 0.00026722 0.000234538 0.000208392 0.000222772
threshold=-0.009184999999999997 -0.112215 0.088235000000000022 0.11866500000000001 0.51370000000000016 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.095485000000000014 -0.065034999999999996 0.08870500000000002 -0.086554999999999979 -0.26343999999999995 0.15120000000000003 0.13043000000000002 0.094580000000000011 0.094070000000000015 1.0000000180025095e-35 -0.063074999999999978 -0.046564999999999988 -0.077074999999999991 0.096075000000000008 -0.067934999999999982 -0.036034999999999991 -0.078439999999999996 0.10467500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 7 -7 -3 9 10 11 12 14 -14 16 -16 -8 18 19 20 -18 -22 24 -24 25 -21 -26 -27 29 -28
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leaf_value=-0.00013423302772289685 -0.00016627720244948499 -1.6705279163730401e-05 0.00042516852437984198 -4.1456101132553162e-05 0.00016310753009747715 0.00039972859002383688 0.00021764578545116822 -0.00025769518311049238 -0.00015833497469429857 0.00022557507880264897 -0.00034638895886018872 0.0002535837659490339 0.00035549940358032476 -0.00010800361503522883 2.6739329728115992e-05 -0.00040398776807705873 6.4950089222854595e-07 -0.00017044788121711464 0.00018066027623717674 -0.00048316785431234168 7.240527353133076e-05 0.00056023220491624676 -0.00060738252446753912 8.0740729685030175e-05 -0.00027966257195937664 0.00013973808054288384 0.00039066182073250224 -0.00016713390476511312 1.4712886110862235e-05 1.6792073874967173e-05
leaf_weight=31 22 191 20 32 20 21 20 27 20 20 20 21 25 26 20 20 1944 25 24 25 20 20 20 21 26 40 34 66 270 30
leaf_count=31 22 191 20 32 20 21 20 27 20 20 20 21 25 26 20 20 1944 25 24 25 20 20 20 21 26 40 34 66 270 30
internal_value=0 1.34667e-06 2.54867e-06 0.000138015 2.13041e-07 -8.74372e-07 2.71017e-06 -4.65527e-05 -3.13907e-07 8.40796e-07 -8.13486e-07 1.74918e-06 -2.27101e-07 0.000119204 -2.54747e-06 -0.000188624 3.31859e-07 -1.3626e-06 3.01629e-07 -1.4188e-06 7.0138e-06 0.000316319 -3.28667e-05 -0.000254929 -1.43238e-05 -0.000133744 2.9132e-05 -5.13332e-05 5.31699e-05 0.00021541
internal_weight=0 3090 3068 52 3016 2996 2778 218 2757 2737 2717 2697 2676 51 2625 40 2585 2565 2540 2516 1984 40 532 41 491 131 360 106 334 64
internal_count=3121 3090 3068 52 3016 2996 2778 218 2757 2737 2717 2697 2676 51 2625 40 2585 2565 2540 2516 1984 40 532 41 491 131 360 106 334 64
is_linear=0
shrinkage=0.1


Tree=2587
num_leaves=31
num_cat=0
split_feature=367 39 132 1203 394 50 2 399 16 133 129 129 394 16 155 472 2 11 11 156 1426 52 42 474 15 15 15 51 13 130
split_gain=6.02453e-05 0.000144352 7.45496e-05 0.0012921 0.000697123 0.000295922 0.000134846 8.75792e-05 0.000100619 0.000173249 5.7561e-05 0.000104868 5.73947e-05 4.72694e-05 0.000182089 0.000155039 0.000304211 6.98816e-05 0.000143949 7.22417e-05 9.13744e-05 7.52304e-05 0.000180849 0.000158363 0.000287559 0.000315923 0.000237662 0.000220819 0.000124184 0.000122962
threshold=-0.0098099999999999975 -0.020804999999999994 -0.083284999999999984 0.089165000000000008 0.12358500000000001 0.10022000000000002 0.10644500000000001 0.092445000000000013 -0.073404999999999984 -0.14717499999999997 -0.08341999999999998 -0.077709999999999987 -0.10421499999999999 0.62682500000000008 0.11854500000000001 -0.38234499999999999 0.10981000000000002 0.10221500000000001 0.095165000000000013 -0.094124999999999986 -0.068029999999999993 -0.21968999999999997 -0.10071499999999999 0.105645 -0.064294999999999977 -0.052074999999999989 -0.086849999999999997 -0.025069999999999999 -0.082574999999999982 -0.22562499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 10 6 7 8 9 -3 -4 -12 -13 14 17 -15 -17 18 19 -14 -21 22 -22 24 26 -26 -24 -27 -29 -23
right_child=1 2 4 -5 -6 -7 -8 -9 -10 -11 11 12 13 15 -16 16 -18 -19 -20 20 21 29 23 -25 25 27 -28 28 -30 -31
leaf_value=0.00012684428927329733 -0.00021980913491764418 0.00032071814694929692 0.00015807644661475459 0.0007655241164763499 -0.00059195446039666426 -0.00039203047682349283 0.00021960176958668012 -0.00017594102770090102 -0.0001439049740618994 -1.161172890973713e-05 -0.00022893483583175112 0.00013402362965280192 0.00014207913062169348 -0.00031751800786878454 0.00024266425020722372 -0.00020825939195804363 0.0002117302876499975 0.00015892836882913902 -0.0002574948992828881 -0.00018222486895475804 -0.0002200348526953762 -0.00024701291930839597 7.9112855104647353e-05 -0.0001732101933818988 -0.00032623526031701742 0.00027817107038572434 0.00044535505951136804 -0.00019203775132504793 9.648286993199561e-05 -3.9115779863036032e-06
leaf_weight=37 30 21 23 23 20 20 27 30 29 62 20 32 35 20 31 35 34 27 22 28 22 21 34 22 22 39 37 26 35 2257
leaf_count=37 30 21 23 23 20 20 27 30 29 62 20 32 35 20 31 35 34 27 22 28 22 21 34 22 22 39 37 26 35 2257
internal_value=0 -1.5218e-06 6.22472e-07 5.78272e-05 -3.64474e-06 -2.82946e-05 1.4751e-05 -2.41994e-05 1.64456e-05 7.24717e-05 5.24716e-07 -7.69922e-07 8.72143e-07 -6.78948e-07 1.72142e-06 -7.23664e-05 -1.30796e-06 -1.12183e-06 -2.78389e-06 -6.10253e-07 -2.57413e-06 -5.74038e-07 5.30464e-05 8.09896e-05 0.000109966 1.68477e-05 0.000269971 9.23259e-05 -2.64931e-05 -6.15264e-06
internal_weight=0 3084 3054 212 2842 189 169 142 112 83 2822 2799 2779 2747 2658 89 69 2627 2600 2578 2543 2515 237 215 193 122 71 100 61 2278
internal_count=3121 3084 3054 212 2842 189 169 142 112 83 2822 2799 2779 2747 2658 89 69 2627 2600 2578 2543 2515 237 215 193 122 71 100 61 2278
is_linear=0
shrinkage=0.1


Tree=2588
num_leaves=31
num_cat=0
split_feature=10 0 11 9 2 4 0 4 0 0 1429 16 2 4 1429 129 1429 51 15 2 2 2 4 4 4 0 1186 403 2 4
split_gain=5.33386e-05 0.000184088 0.000124942 0.000120905 0.00012925 0.000356623 0.00064178 6.59769e-05 5.98249e-05 0.000155897 0.000152946 0.000215842 0.000120902 7.52565e-05 0.000157172 0.000155579 0.000176823 0.000283371 0.000473029 0.000257296 0.000210052 0.000138178 0.000129297 0.000278255 0.000127938 0.000660537 0.000614204 0.000232061 0.00011304 0.000629257
threshold=0.053330000000000009 -0.079829999999999998 -1.0000000180025095e-35 0.088235000000000022 -0.0050599999999999994 0.053180000000000012 -0.06563999999999999 -0.0083799999999999986 0.12411500000000002 0.10455500000000001 -0.0065149999999999991 0.38525000000000004 0.10584500000000001 -0.095774999999999985 -0.026244999999999997 0.080675000000000011 0.052280000000000007 0.078435000000000019 0.035560000000000008 0.085730000000000015 0.090050000000000005 0.10188000000000001 -0.088784999999999989 -0.087894999999999987 -0.085719999999999977 -0.084384999999999988 -1.0000000180025095e-35 -0.55327499999999985 0.088125000000000023 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 -3 9 13 -10 12 -12 14 -6 16 17 18 -16 -20 -19 -22 -15 -24 25 26 -25 -26 -29 -30
right_child=1 7 3 -5 8 -7 -8 -9 10 -11 11 -13 -14 22 15 -17 -18 20 19 -21 21 -23 23 24 27 -27 -28 28 29 -31
leaf_value=0.00022468720516189935 -0.00031888202869120744 -0.00012159793820046618 0.00072901338615338328 -0.00018457216845750476 -0.00019506392462695344 -0.00015469623615866081 -2.4463970308156254e-05 0.00010993229480504851 -0.0001654854158654676 -0.00020754634865993837 0.00013973313974323295 0.00038865235352811094 -0.00016691772689227948 -0.00018660159055285382 0.00060536335573676203 -0.00018526407457102325 -0.00011089048470415537 -0.00022391590243205428 0.00038266707400907768 -7.4555926403263584e-05 0.00031263313949634529 -8.7051706032070804e-06 0.00032232848562548848 -4.9323733020130369e-05 0.00030127296643331651 9.0300170080398305e-05 -0.00082364954709191807 1.935372456578655e-05 -0.00038801476804782516 -1.1412850559026994e-05
leaf_weight=25 23 20 20 35 23 27 26 32 21 37 36 24 20 39 29 20 31 25 20 32 23 32 26 21 25 62 20 1051 46 1250
leaf_count=25 23 20 20 35 23 27 26 32 21 37 36 24 20 39 29 20 31 25 20 32 23 32 26 21 25 62 20 1051 46 1250
internal_value=0 -8.33122e-05 2.05135e-06 2.08952e-07 2.37484e-06 0.0001338 0.000303135 2.08822e-05 -9.18687e-07 -3.63465e-06 7.4698e-05 0.000137746 3.0215e-05 -9.15828e-07 5.32248e-05 8.01618e-05 0.00010781 0.00014992 0.000281767 0.000101299 1.64262e-05 0.000125673 -5.9249e-06 -3.10747e-06 -6.5262e-06 -0.000115633 -0.000427044 -1.78843e-06 -5.01661e-06 -2.47799e-05
internal_weight=0 75 3046 3021 2986 73 46 52 2913 2812 101 80 56 2775 235 212 192 161 81 52 80 55 2540 2501 2475 103 41 2372 2347 1296
internal_count=3121 75 3046 3021 2986 73 46 52 2913 2812 101 80 56 2775 235 212 192 161 81 52 80 55 2540 2501 2475 103 41 2372 2347 1296
is_linear=0
shrinkage=0.1


Tree=2589
num_leaves=31
num_cat=0
split_feature=132 1185 1203 472 52 52 484 482 482 1455 10 4 0 34 3 12 9 3 12 52 14 45 1374 1373 0 154 1375 133 51 0
split_gain=5.00638e-05 0.000295024 0.000182694 4.85654e-05 5.20179e-05 0.000277436 0.000182522 0.000190756 0.000507348 0.000283588 0.000181942 0.0004419 0.000747547 0.000360414 0.000181044 0.000352476 0.000348065 0.000267564 0.000254344 0.000278107 0.000170884 0.000318396 0.000159185 0.00030521 0.00024929 0.000214507 0.000209 0.000210459 0.000435652 0.000737973
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.39904999999999996 -0.015539999999999998 -0.013374999999999998 -0.096419999999999992 0.098465000000000011 0.090355000000000005 -1.0000000180025095e-35 -0.010699999999999999 0.053180000000000012 -0.10011499999999998 -0.057544999999999992 -0.13309499999999996 0.089300000000000004 0.088235000000000022 -0.15121499999999996 0.085565000000000016 0.10744000000000002 -0.31455999999999995 0.094030000000000016 0.087855000000000016 1.0000000180025095e-35 -0.23091999999999999 1.0000000180025095e-35 0.084665000000000018 0.085195000000000007 -0.085989999999999997 -0.069824999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 22 -6 -7 8 10 -9 11 -8 -13 -12 15 18 20 -17 19 -15 -16 -22 23 24 -5 26 27 -26 29 -29
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leaf_weight=195 21 21 27 20 28 48 21 22 20 21 26 20 26 36 22 29 20 20 20 22 1407 22 35 30 624 22 30 36 188 42
leaf_count=195 21 21 27 20 28 48 21 22 20 21 26 20 26 36 22 29 20 20 20 22 1407 22 35 30 624 22 30 36 188 42
internal_value=0 3.50483e-06 -4.57681e-05 7.79821e-07 -3.3389e-07 9.77448e-06 4.92096e-06 -3.43891e-07 4.88409e-06 -0.000208369 -1.03795e-06 -0.00016253 1.09927e-05 5.62458e-06 -3.84477e-07 0.000114169 -1.02745e-05 0.000324359 -1.78735e-05 8.81652e-05 -4.56364e-06 -8.82171e-06 -1.83459e-05 -1.09508e-05 -2.07461e-05 -1.33286e-05 -2.07079e-05 -2.94586e-05 -0.000103939 -0.000302622
internal_weight=0 2899 222 2878 2857 1830 1802 1754 1711 43 1691 67 46 1624 1598 127 1471 49 78 58 1451 1429 1027 992 962 942 920 890 266 78
internal_count=3121 2899 222 2878 2857 1830 1802 1754 1711 43 1691 67 46 1624 1598 127 1471 49 78 58 1451 1429 1027 992 962 942 920 890 266 78
is_linear=0
shrinkage=0.1


Tree=2590
num_leaves=31
num_cat=0
split_feature=160 12 160 481 160 481 13 403 43 52 130 403 403 402 42 52 52 403 13 13 16 133 3 0 13 159 12 13 1 12
split_gain=4.69982e-05 0.000222448 0.000142376 0.000115092 0.000100319 8.27287e-05 0.000262197 0.000174931 8.27531e-05 0.000129919 9.62531e-05 8.11585e-05 0.000162065 0.00014358 0.000113866 6.13348e-05 0.000294017 0.000416304 0.000199923 0.000480633 0.000389315 0.000236254 0.00027214 0.000469514 0.000166182 0.000450763 0.000237495 0.000642103 0.000316686 0.000309131
threshold=-0.54913999999999985 0.089625000000000024 -0.53908999999999996 -0.24133999999999997 -0.57146499999999989 -0.087424999999999989 -0.085964999999999986 -0.55327499999999985 -0.51144999999999985 0.061605000000000007 -0.22699999999999995 -0.54448499999999989 -0.5335399999999999 0.31115000000000004 0.15021500000000002 0.091275000000000009 0.088185000000000013 -0.011089999999999997 -0.087529999999999983 -0.084869999999999987 0.11346000000000002 -0.082009999999999986 -0.064674999999999983 -0.097734999999999989 -0.080759999999999985 -0.0083249999999999973 0.094225000000000017 -0.07692499999999998 0.099660000000000012 0.096830000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=2 -3 3 5 -6 7 -8 8 10 -11 11 12 13 -15 -16 18 17 -19 19 20 -22 22 -24 -25 26 -27 29 28 -30 -31
leaf_value=9.4178860465869244e-05 -0.00023945396278577392 0.00035191989743561 0.00023926577647216619 9.0948014258174228e-05 -0.00020906851044856013 0.00023733982115440851 -0.0003107862220724311 -7.8338891273296192e-06 -0.0002030945999043373 0.00032346492909709926 -0.00015556005545316594 0.0002533455458469689 -1.8684279932936231e-06 -0.00026937705988530072 0.00019328880390579193 -9.8933252175289042e-05 -1.4631222638854524e-05 0.00046519045407683628 -0.00051992385600566527 -5.574688912907377e-05 -0.00045947844555485064 2.4069560666768149e-05 -1.3531438614606755e-05 0.00069276660388346671 -0.00055022488716834539 0.0005233243359543849 0.00025145700213518771 -0.00013461601183735185 0.00021522773572036792 -4.8460059433411575e-05
leaf_weight=24 25 21 20 32 20 31 33 29 24 20 34 25 2103 20 30 47 40 33 22 41 21 21 37 21 30 20 48 92 36 121
leaf_count=24 25 21 20 32 20 31 33 29 24 20 34 25 2103 20 30 47 40 33 22 41 21 21 37 21 30 20 48 92 36 121
internal_value=0 8.41422e-05 -1.78967e-06 1.70608e-07 -4.36609e-05 -1.41754e-06 -0.000113009 1.0446e-06 -1.46831e-06 0.00012739 -3.6714e-06 -1.98732e-06 -1.27825e-07 -2.4048e-06 -4.72324e-07 -2.59923e-06 4.98012e-06 0.000202274 -3.2209e-05 -6.4602e-05 -4.01104e-05 7.85955e-05 0.000184214 0.000358418 -1.74126e-05 0.000134113 -4.56788e-05 -0.000133818 -3.62225e-05 3.67235e-05
internal_weight=0 65 3056 3031 44 3011 65 2946 2915 49 2866 2842 2808 2783 2763 2733 2176 73 557 431 409 126 79 42 388 61 327 158 128 169
internal_count=3121 65 3056 3031 44 3011 65 2946 2915 49 2866 2842 2808 2783 2763 2733 2176 73 557 431 409 126 79 42 388 61 327 158 128 169
is_linear=0
shrinkage=0.1


Tree=2591
num_leaves=31
num_cat=0
split_feature=130 40 120 33 46 1 1 42 1 1210 0 1 50 2 160 160 0 132 1203 399 1 4 0 15 474 474 1 1 51 42
split_gain=5.54371e-05 9.15209e-05 8.77512e-05 7.06545e-05 5.30608e-05 6.15078e-05 0.000690444 0.00212403 0.000607922 0.000237868 0.000166321 0.00016242 0.000304115 0.000415335 0.000210738 0.000195354 0.000137753 0.000137426 0.00173407 0.000952197 0.000170355 0.000896267 0.000149706 0.000290449 0.000124978 0.000215327 0.00016225 0.000564767 0.000276205 0.000368311
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.009184999999999997 0.10987500000000001 0.094090000000000021 0.09253500000000002 0.086730000000000015 0.091785000000000019 -0.42132499999999995 -0.26609999999999995 0.096255000000000021 0.095140000000000016 0.094835000000000017 0.11205000000000002 0.090980000000000019 -0.23051499999999997 -0.083284999999999984 0.089165000000000008 0.091580000000000009 0.090475000000000014 -0.072334999999999997 -0.073309999999999986 0.088235000000000022 -0.08539999999999999 -0.33653499999999997 0.107145 0.10557500000000002 -0.010009999999999998 -0.011544999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -8 9 -5 -7 12 13 -12 15 24 -11 18 22 20 -19 -22 23 -18 25 -13 27 28 -26 -30
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leaf_weight=23 20 30 22 22 20 24 22 37 28 36 22 22 23 20 30 29 117 1719 20 28 30 26 21 21 22 20 489 31 24 123
leaf_count=23 20 30 22 22 20 24 22 37 28 36 22 22 23 20 30 29 117 1719 20 28 30 26 21 21 22 20 489 31 24 123
internal_value=0 -1.14836e-06 2.37122e-07 -1.19548e-06 3.18493e-07 -7.61629e-07 8.434e-06 0.000345744 -1.18946e-06 5.16257e-06 -2.30132e-05 -1.57253e-05 -0.000167673 -0.000327739 -3.22327e-06 -1.34848e-05 1.5972e-06 -1.92398e-06 8.16467e-05 -1.02208e-05 -1.09343e-06 -0.000172735 -2.87417e-05 -6.65939e-05 -3.38658e-06 0.000164086 -1.35953e-05 -8.94744e-05 -1.75034e-05 3.19533e-05
internal_weight=0 3098 3078 3056 3026 3006 2127 59 2068 2040 879 855 65 42 790 760 2018 1982 179 1803 1775 56 159 138 731 42 689 200 169 147
internal_count=3121 3098 3078 3056 3026 3006 2127 59 2068 2040 879 855 65 42 790 760 2018 1982 179 1803 1775 56 159 138 731 42 689 200 169 147
is_linear=0
shrinkage=0.1


Tree=2592
num_leaves=31
num_cat=0
split_feature=1204 1203 132 399 1203 0 12 2 42 390 393 133 394 1186 1201 130 40 33 9 16 41 2 3 51 51 4 4 0 0 2
split_gain=5.41318e-05 0.00010036 7.18234e-05 0.000332111 0.000161354 6.32832e-05 0.000127751 0.000122717 6.30142e-05 6.20874e-05 7.71631e-05 6.90071e-05 6.72174e-05 0.000119493 5.52235e-05 5.15726e-05 0.000103833 4.9455e-05 6.05992e-05 0.000237821 6.32407e-05 0.000139838 8.963e-05 5.79648e-05 0.000197407 0.000136769 0.000231859 0.000156715 0.000206911 0.000184978
threshold=0.057120000000000011 -1.0000000180025095e-35 -0.083449999999999983 0.091580000000000009 0.087075000000000014 -0.087084999999999982 0.11418000000000002 0.085235000000000019 -0.015274999999999999 0.087590000000000015 0.092175000000000021 -0.089569999999999983 -0.093064999999999981 0.084505000000000011 -0.081779999999999978 -0.22461999999999996 -0.23755499999999996 -0.044254999999999996 0.088235000000000022 -0.088704999999999992 0.086565000000000017 0.094215000000000007 -0.38012499999999999 0.094075000000000006 0.090560000000000015 0.033845000000000007 0.0045450000000000013 -0.083804999999999977 -0.07847999999999998 0.095040000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 5 8 7 -7 -3 10 12 -11 -4 14 -14 -16 -17 -18 20 -20 22 -22 -19 24 -24 26 27 -25 -29 -30
right_child=-2 2 3 -5 -6 6 -8 -9 -10 11 -12 -13 13 -15 15 16 17 18 19 -21 21 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=0.00019687145652894219 -0.00014098000565691447 0.00014369539344710682 -0.00013176106189539976 0.00035922282846653477 -0.00030279097413767888 -0.00017221423149749171 -0.00027288825024152173 0.00011127366369937838 -4.3697940148041732e-05 0.00025525821669361906 -0.0001470217674472628 -7.4339022103231408e-06 0.0001656703029311757 0.00021551822333444414 -0.00015021535294616352 0.00022716807176038857 0.00015131159605170113 -0.00020390081154718329 5.6799267601009517e-05 -0.00037121438470508325 0.00030889109946743011 -1.2650655705664051e-05 -2.9049526079298544e-06 -6.1761382358800268e-05 -0.00024230181929721899 -0.00014167888342247654 0.00034363380888222583 0.00036425878771115098 -0.00015190442870582709 0.0001340071560434808
leaf_weight=26 27 34 38 26 24 26 25 37 38 20 36 20 20 26 23 20 21 22 34 21 21 38 2172 98 35 36 27 25 33 72
leaf_count=26 27 34 38 26 24 26 25 37 38 20 36 20 20 26 23 20 21 22 34 21 21 38 2172 98 35 36 27 25 33 72
internal_value=0 1.23028e-06 -4.27701e-07 3.43701e-06 -6.10028e-05 -2.47346e-05 -8.1621e-05 -5.72134e-06 4.47934e-05 2.00326e-07 -1.5557e-06 0.000123912 3.26682e-07 2.15589e-06 1.14892e-07 -1.11235e-06 1.69654e-07 -1.54032e-06 -2.75895e-06 -0.000106624 -5.43914e-07 0.000101796 -2.93998e-06 -1.17011e-06 -6.70146e-06 4.07807e-05 6.65397e-05 3.3726e-05 0.000105709 4.41492e-05
internal_weight=0 3094 3068 2884 184 160 88 63 72 2858 2818 40 2782 2744 2718 2698 2675 2655 2634 55 2579 59 2520 2498 2207 291 255 228 130 105
internal_count=3121 3094 3068 2884 184 160 88 63 72 2858 2818 40 2782 2744 2718 2698 2675 2655 2634 55 2579 59 2520 2498 2207 291 255 228 130 105
is_linear=0
shrinkage=0.1


Tree=2593
num_leaves=31
num_cat=0
split_feature=160 160 43 484 158 482 482 159 2 43 50 43 133 43 15 50 51 2 49 483 15 159 1447 481 1447 1446 483 1453 158 159
split_gain=4.96213e-05 0.000159014 0.000449782 0.000116965 0.00017695 0.000445707 0.000592562 0.000436307 0.000183015 0.000222516 0.000392752 0.000739922 0.00029663 0.000279145 0.000205846 0.000183646 0.000233578 0.000217854 0.000152444 0.000129024 0.000116629 0.000104463 8.95986e-05 0.000551517 0.00015943 0.000977855 0.000158912 0.000116159 0.000117998 0.000129768
threshold=-0.089549999999999991 -0.086154999999999995 -0.082144999999999982 -0.084519999999999984 0.10737500000000001 0.098105000000000012 0.089745000000000005 0.10713500000000002 0.090790000000000023 -0.077824999999999991 0.092620000000000022 -0.08287499999999999 -0.0081349999999999981 -0.0064299999999999991 0.11842000000000001 0.088280000000000011 0.11508500000000001 0.094215000000000007 0.08610000000000001 0.095085000000000017 -0.0063699999999999989 -0.47115499999999993 -0.086279999999999982 -0.086219999999999977 -0.082954999999999987 0.083715000000000026 -0.47356499999999996 -0.079499999999999987 0.13509500000000002 0.12895000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 7 8 9 10 11 -5 -11 -14 15 17 -17 -10 -12 20 -19 -3 23 -23 25 -24 -26 -28 29 -29
right_child=1 21 -4 4 -6 -7 -8 -9 14 12 18 -13 13 -15 -16 16 -18 19 -20 -21 -22 22 24 -25 26 -27 27 28 -30 -31
leaf_value=0.00023132956681971942 -0.00052131158762759621 -0.00021419375900776408 7.8307911286989616e-05 7.2494851533187239e-05 -0.00018959817387344391 0.00047399000488274561 -0.00050546003913041202 0.00046235720788979017 -0.00048426929395299384 0.00024450612819726722 -0.00019714027699332555 0.00077161546238736875 -0.00032879042061578827 9.6442240688842361e-05 0.00022767071086924435 0.00025028382436945461 -0.00014082630695082954 0.00016440852657979122 0.00016433801269158724 -0.00031742231632961196 -0.00017710161089780742 -0.00047225121791901376 -0.00030772789138030598 0.0002130141123653511 -0.00026269726779149931 0.00059812962734632992 0.00019066412982056137 -7.0831648186635623e-07 0.00023487558147670436 -0.00022119545939387064
leaf_weight=27 22 23 29 41 38 22 21 23 21 26 28 24 38 26 21 26 37 20 20 20 20 24 22 23 23 26 32 2350 21 27
leaf_count=27 22 23 29 41 38 22 21 23 21 26 28 24 38 26 21 26 37 20 20 20 20 24 22 23 23 26 32 2350 21 27
internal_value=0 -5.50074e-06 -0.000180351 2.89037e-05 1.73243e-05 3.54419e-05 1.20243e-05 3.98175e-05 1.34088e-05 7.69878e-05 0.000170424 0.000330632 -4.03264e-05 -0.00015604 -6.48126e-05 -0.000107466 2.05842e-05 -0.000207061 -4.65243e-05 -0.000110038 -6.34654e-06 -2.03229e-06 -1.17177e-07 -0.000136909 2.45347e-06 0.000182945 -1.07836e-06 1.39787e-06 -1.12779e-06 -3.2128e-06
internal_weight=0 2622 51 499 472 434 412 391 368 203 113 65 90 64 165 144 63 81 48 60 40 2571 2548 47 2501 48 2453 2430 2398 2377
internal_count=3121 2622 51 499 472 434 412 391 368 203 113 65 90 64 165 144 63 81 48 60 40 2571 2548 47 2501 48 2453 2430 2398 2377
is_linear=0
shrinkage=0.1


Tree=2594
num_leaves=31
num_cat=0
split_feature=33 120 40 12 9 13 133 130 1204 129 471 153 473 1182 390 1186 130 132 132 1185 399 403 128 16 0 128 3 49 402 3
split_gain=4.97959e-05 5.02239e-05 9.28599e-05 5.74566e-05 0.000148584 0.000283388 0.000147228 5.26126e-05 7.75515e-05 5.75541e-05 7.22201e-05 7.51253e-05 6.9124e-05 6.47287e-05 6.99489e-05 0.000127122 0.000607386 0.000181157 0.00185985 0.00125874 9.89181e-05 7.96474e-05 6.54169e-05 0.000250464 0.000288002 0.000157339 6.76743e-05 0.000466781 0.000461014 0.000499679
threshold=-0.009184999999999997 0.093680000000000013 -0.24134999999999998 0.12757000000000002 0.091600000000000015 -0.0021749999999999994 0.017095000000000003 0.12884500000000002 0.053645000000000005 0.11266500000000002 0.10277000000000001 0.082840000000000011 -0.07576999999999999 0.086795000000000011 0.087590000000000015 0.057025000000000006 -0.060079999999999988 -0.083284999999999984 -0.085534999999999986 -0.083264999999999992 0.089505000000000015 0.085640000000000008 0.093785000000000021 -0.082779999999999979 -0.078244999999999995 0.089035000000000017 -0.086274999999999977 0.11236 0.10874500000000002 -0.086769999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 -5 8 9 10 11 12 -4 14 15 17 21 18 -14 -19 22 -17 25 -24 -25 26 27 28 29 -21
right_child=1 -3 3 6 5 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 16 -18 19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001261096905856844 0.0002025937292352825 -0.00013989791698986665 0.00018383682312560269 -0.00025794201335821557 -2.7984105807783117e-05 0.00046486852210364304 5.5524012338625448e-05 -0.00012752553188875027 0.00018844228973400527 0.00015753018546409137 0.00016461060171982705 -0.00019125442985179172 -3.5097897614113483e-05 -0.00017358805449806493 0.00013336120001009765 -5.1266492384736642e-05 -0.00057091732014669105 -0.00079631825676187886 0.00097970196799169996 8.3413709019898686e-06 0.00019421904912283376 0.00021057497887384325 0.00031864456541370602 -0.0002586654424764371 0.00016085964307421818 -0.0002654157127203096 -1.2788645529847679e-05 0.00039766332332078494 0.00043478754766207813 -0.00043249509665959827
leaf_weight=31 23 25 20 29 28 20 31 32 22 23 26 21 129 22 38 26 22 20 21 539 26 21 30 30 36 23 1724 32 24 27
leaf_count=31 23 25 20 29 28 20 31 32 22 23 26 21 129 22 38 26 22 20 21 539 26 21 30 30 36 23 1724 32 24 27
internal_value=0 1.26518e-06 2.41659e-06 9.03092e-07 2.85254e-06 0.000177371 -9.59846e-05 -2.56788e-09 1.40361e-06 -2.51554e-08 -1.29354e-06 -2.81721e-06 -1.40896e-06 -2.73689e-06 -1.37896e-06 -3.25447e-06 -0.000137261 2.20344e-07 0.000106974 -6.15682e-06 1.8731e-07 6.57265e-05 -1.85927e-06 7.90658e-05 -2.98336e-05 -5.13864e-06 -2.5869e-06 2.56893e-05 5.51446e-06 -1.26879e-05
internal_weight=0 3090 3065 3042 2982 48 60 2934 2902 2880 2857 2831 2810 2790 2768 2730 69 2661 150 2511 2491 47 2465 96 66 2369 2346 622 590 566
internal_count=3121 3090 3065 3042 2982 48 60 2934 2902 2880 2857 2831 2810 2790 2768 2730 69 2661 150 2511 2491 47 2465 96 66 2369 2346 622 590 566
is_linear=0
shrinkage=0.1


Tree=2595
num_leaves=31
num_cat=0
split_feature=12 130 50 132 1211 50 4 4 3 42 42 3 50 50 16 15 159 2 393 480 160 52 403 2 1209 480 42 403 154 474
split_gain=5.32076e-05 0.000137052 5.68639e-05 0.000724484 0.000881976 0.000275062 0.000176923 0.000291286 0.000198277 0.000129916 0.000236822 0.000204642 0.000166541 0.00016098 0.000114406 0.000127089 0.000245271 0.000238536 9.04104e-05 8.62526e-05 0.000596246 0.000311449 0.000288944 0.000482721 0.000213654 0.000129075 0.000127168 0.000103377 9.70625e-05 0.000128381
threshold=0.23631000000000002 -0.22562499999999999 0.090630000000000016 -0.083284999999999984 0.11048500000000001 0.089915000000000009 -0.081114999999999979 -0.14723499999999998 0.10542000000000001 0.088200000000000014 0.089535000000000017 -0.079864999999999978 0.11235500000000001 0.11266000000000001 -0.082039999999999988 -0.0088349999999999974 -0.092414999999999983 0.088125000000000023 0.11170000000000001 0.086995000000000017 -0.025879999999999997 0.029970000000000007 -0.53960999999999981 0.089775000000000008 -0.092684999999999976 0.11387000000000001 0.088295000000000012 0.55673500000000009 1.0000000180025095e-35 -0.26322499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 18 7 -5 9 11 -11 14 -12 -13 -8 16 -16 -18 19 22 21 -21 23 -3 -24 26 -23 28 29 -26
right_child=-2 2 3 4 -6 -7 8 -9 -10 10 12 13 -14 -15 15 -17 17 -19 -20 20 -22 25 24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00023431694600731134 -0.00015153638890731837 0.00061901333217974754 0.00050650415815956266 4.697257343329565e-05 -0.00054464564366623692 -0.00036723589388808859 -0.00011995687547939869 0.0004405070531692428 -0.00028244304020241226 -0.00036516663891407442 -0.0001833248583628147 0.00039120273616087315 8.7963822604959015e-05 5.1238675251415072e-05 0.00026263735086434862 0.00022637312581269618 -0.00038019217847084456 8.039054636079212e-05 -0.00017939184754454644 0.00039558392050821574 -0.00046165291448320911 3.2469781508552842e-05 -0.00032000795410047953 -4.6188786897497878e-05 -0.00020507618047607441 0.00014289617367301783 -0.00030895458903614783 -0.00022598625713726508 0.0002216894960292848 3.1547290974425413e-06
leaf_weight=25 23 20 30 68 28 21 47 26 23 21 33 30 72 26 22 34 22 23 29 20 31 20 21 24 30 22 24 20 20 2266
leaf_count=25 23 20 30 68 28 21 47 26 23 21 33 30 72 26 22 34 22 23 29 20 31 20 21 24 30 22 24 20 20 2266
internal_value=0 1.12503e-06 -7.72075e-07 2.99032e-05 -1.97888e-07 -6.80441e-06 3.39062e-05 0.000155823 1.44125e-06 2.12271e-05 -5.86097e-05 7.05381e-05 2.70167e-06 0.000233362 8.92898e-06 6.89056e-05 -1.10033e-05 -0.000144783 -3.83265e-06 -1.81072e-06 -8.56527e-05 4.98823e-05 2.27487e-06 0.000256176 -2.4649e-06 -5.48757e-05 -0.000153762 3.89724e-07 2.34461e-06 4.33942e-07
internal_weight=0 3098 3073 505 475 2568 447 94 353 330 126 204 105 56 148 101 67 45 2547 2518 117 86 2401 44 2357 66 44 2336 2316 2296
internal_count=3121 3098 3073 505 475 2568 447 94 353 330 126 204 105 56 148 101 67 45 2547 2518 117 86 2401 44 2357 66 44 2336 2316 2296
is_linear=0
shrinkage=0.1


Tree=2596
num_leaves=31
num_cat=0
split_feature=132 1185 1203 401 402 401 1205 1212 1212 130 130 1213 133 12 12 1211 131 131 4 1446 133 403 1208 403 4 1447 3 16 16 1
split_gain=6.35299e-05 0.000359802 0.000220672 5.25823e-05 8.32706e-05 0.00043633 7.25694e-05 6.30322e-05 0.000140494 5.85678e-05 0.000154333 0.000182628 0.00014378 0.000294773 0.000245084 8.50395e-05 8.11052e-05 0.000211681 0.000116089 8.59102e-05 0.000397673 0.000348254 0.000155781 0.000248186 0.000130506 0.00038078 0.000303481 0.000245488 0.000221504 0.000401503
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.47144999999999992 -0.45015499999999992 -1.0000000180025095e-35 1.0000000180025095e-35 0.15049500000000002 0.11660500000000001 0.095135000000000011 0.092225000000000015 0.11395000000000001 -0.082724999999999979 0.090695000000000012 0.099100000000000008 0.087635000000000005 0.11863000000000001 0.11657500000000001 -0.040589999999999994 0.083715000000000026 0.10995500000000001 -0.54856499999999986 0.10233500000000001 -0.52800499999999995 -0.081609999999999988 -0.085684999999999997 -0.082879999999999995 -0.013324999999999998 -0.021269999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 7 8 9 10 11 15 -11 -14 -15 16 17 19 -18 21 24 -6 23 -23 25 -21 27 -26 29 -28
right_child=1 3 -4 4 6 -7 -8 -9 -10 12 -12 -13 13 14 -16 -17 18 -19 -20 20 -22 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-1.4458293832528095e-05 0.0004163718378722912 0.00014250591954735752 -0.00031949420970502415 -0.00042677323112729935 -0.00030500535096363913 0.00015299911686236523 0.00019178071204805746 -0.00016798360183284703 0.00020705256258335078 -0.00025827955988158162 0.000260564479622585 -0.00022019612370058895 0.00025827820670734771 -0.00039659273355606602 1.377021328026299e-05 0.00016306756033097346 -0.00029520051228411668 0.00032786955995106837 3.3505936170556758e-05 -0.00042959102264949643 0.00044444992272474337 -0.00034529480894672732 0.00020105501213325434 1.8690445966127231e-07 0.00052271524327807128 8.5929632655877769e-05 -0.00012147803082575129 4.4715149990571227e-05 -0.00027926713191845921 0.00033836584808605335
leaf_weight=195 21 26 27 25 38 27 20 22 33 30 23 37 29 22 43 33 22 20 21 23 24 21 38 2114 22 38 49 21 26 31
leaf_count=195 21 26 27 25 38 27 20 22 33 30 23 37 29 22 43 33 22 20 21 23 24 21 38 2114 22 38 49 21 26 31
internal_value=0 3.94816e-06 -5.15573e-05 9.38811e-07 -3.51773e-07 -0.000125738 1.97682e-06 6.11325e-07 1.95617e-06 -5.27564e-07 2.67344e-06 3.72632e-07 -6.76713e-05 -6.83886e-06 -0.000125122 3.58438e-06 1.48591e-06 3.86104e-06 -0.000134669 1.21066e-06 5.88302e-05 -4.88747e-06 3.60799e-07 -3.21128e-06 1.47593e-05 -0.000108447 6.51995e-05 0.000289273 -2.56984e-05 5.67115e-05
internal_weight=0 2899 222 2878 2852 52 2800 2780 2758 2725 2601 2578 124 94 65 2541 2508 2465 43 2445 234 2211 2173 2135 210 61 149 43 106 80
internal_count=3121 2899 222 2878 2852 52 2800 2780 2758 2725 2601 2578 124 94 65 2541 2508 2465 43 2445 234 2211 2173 2135 210 61 149 43 106 80
is_linear=0
shrinkage=0.1


Tree=2597
num_leaves=31
num_cat=0
split_feature=132 1203 394 129 15 15 15 402 1213 1213 1213 43 1455 13 13 13 160 13 1456 133 133 0 43 15 15 1210 15 4 12 1210
split_gain=5.20358e-05 0.000286577 0.000257044 4.85605e-05 4.61269e-05 0.000324298 0.000280262 0.000249219 0.000148052 0.000162193 0.000188523 0.000151776 0.000150594 0.00017605 0.000487918 0.000256675 0.000177624 0.000358314 0.000190374 0.000143075 0.000222061 0.000501123 0.000223481 0.00013016 0.000164772 0.000112418 0.000774094 0.000369334 0.00074385 0.000112482
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 -0.082304999999999975 0.089740000000000014 0.090325000000000003 0.089485000000000023 0.14968500000000004 0.23509000000000002 -0.082994999999999985 -0.16396999999999998 -0.25681499999999996 -0.065979999999999983 -0.082014999999999991 -0.090639999999999984 -0.079969999999999986 -0.52439499999999983 -0.076384999999999995 -1.0000000180025095e-35 -0.025314999999999994 0.41553500000000004 -0.072594999999999979 0.0068900000000000012 0.093575000000000019 0.11728000000000001 -0.063274999999999984 0.087575000000000014 -0.081714999999999996 0.085565000000000016 -0.018549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 25 8 9 10 -7 -11 -13 14 -14 -15 -17 -18 -19 -20 22 -22 23 -21 -25 26 27 28 -5 -27
right_child=2 -3 -4 4 5 7 -8 -9 -10 11 -12 12 13 15 -16 16 17 18 19 20 21 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=-1.0558972093238073e-05 0.00012967243055754808 -0.00040793793115881274 0.00034404039192436774 -0.00037853785033803433 0.00039321231274895937 -1.8787119412221588e-05 -0.00035391883803126607 -0.0003279542439226394 0.00027149736548460129 -0.00025312703238569159 0.00035516279567673339 -0.00021802135181912621 -7.1867004072474733e-05 -0.00032049490395002068 0.00041478015428813371 0.00028677078715356238 -0.00040485142242340817 0.00032155656062968777 -0.00019591364489315313 0.00024089514244406021 0.00013549377927120078 -0.0005303146231381106 0.00039224998154994951 -0.00022733975660790189 7.9070787695753906e-05 -0.00023844633611761745 0.00062634537038816647 -0.00030809963191131829 0.0003749042698856149 -5.8813131478333672e-06
leaf_weight=196 29 20 22 20 23 26 23 21 23 24 28 28 45 25 38 22 21 20 32 25 26 20 22 26 54 21 22 32 38 2149
leaf_count=196 29 20 22 20 23 26 23 21 23 24 28 28 45 25 38 22 21 20 32 25 26 20 22 26 54 21 22 32 38 2149
internal_value=0 -4.73533e-05 3.52094e-06 9.22456e-07 -3.85795e-07 2.56637e-05 -6.59021e-06 9.59219e-06 2.36288e-05 1.1801e-05 0.000175113 -8.80375e-06 5.71051e-06 2.23714e-05 0.000150935 -1.40477e-05 1.45387e-05 -9.80721e-06 2.70636e-05 -1.66743e-06 3.42625e-05 -0.000153988 0.000102448 4.17273e-05 -2.05126e-05 -3.08953e-06 9.46073e-05 -3.53731e-05 0.000115097 -8.13194e-06
internal_weight=0 216 2905 2883 2854 549 2305 526 505 482 54 428 404 376 83 293 268 246 225 205 173 46 127 105 80 2282 112 90 58 2170
internal_count=3121 216 2905 2883 2854 549 2305 526 505 482 54 428 404 376 83 293 268 246 225 205 173 46 127 105 80 2282 112 90 58 2170
is_linear=0
shrinkage=0.1


Tree=2598
num_leaves=31
num_cat=0
split_feature=130 10 12 40 121 33 10 10 15 15 132 1204 15 1203 1447 1456 1446 52 160 13 13 43 1 160 160 1456 1209 43 13 13
split_gain=5.16948e-05 8.72227e-05 0.000123561 0.000100387 9.06182e-05 6.15644e-05 5.23614e-05 0.000227572 4.99529e-05 0.000494411 0.00038452 0.00150024 0.00142268 0.000172992 0.0001679 0.000454163 0.000163849 0.000613817 0.000268149 0.000207914 0.000289602 0.000314606 0.000166976 0.000151866 0.000187171 0.000215962 0.000143906 0.000137621 0.000506606 0.000366111
threshold=-0.23647499999999996 -0.38124499999999995 -0.083994999999999986 -0.24134999999999998 -0.081149999999999986 -0.009184999999999997 -0.086389999999999981 -0.012054999999999998 0.087575000000000014 0.087260000000000018 -0.083284999999999984 -0.078604999999999994 0.092400000000000024 0.088520000000000015 -0.085684999999999997 0.075120000000000006 0.037915000000000011 0.008405000000000001 -0.53908999999999996 -0.093219999999999983 -0.086919999999999983 -0.0040649999999999983 0.081670000000000006 -0.11201999999999999 -0.067824999999999983 -1.0000000180025095e-35 -0.087714999999999987 0.055925000000000009 -0.080519999999999994 -0.066634999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 -7 -8 9 26 12 -12 -10 14 -13 16 18 -18 -16 22 21 -21 -20 -22 -25 -26 -9 28 -27 -29
right_child=1 3 -4 4 5 6 7 8 10 -11 11 13 -14 -15 15 -17 17 -19 19 20 23 -23 -24 24 25 27 -28 29 -30 -31
leaf_value=-0.00016025533623178492 -2.3494448716865875e-05 -0.00021879619028238398 0.00032380850612753423 0.00019833771932652503 -0.00014344895074221617 -0.00011769973616291944 0.00029654878017026931 0.00025712809451977679 0.0009336816731956789 -0.00046947931670887475 -0.00085018701836816037 0.00022932599324513426 -0.00019787224743049591 0.00030432446599826853 -0.00032884343527257444 -0.00034277913815458308 -0.00017079630399946058 0.00058504858806455475 -0.00039558289252454419 0.00051197587006474629 0.00021518899862193005 6.0541191870518228e-05 8.1495934518031947e-06 -0.00028559729530984029 0.0003113625030812767 -0.00052325132739497351 -5.9364831618509166e-06 0.00037113994858373189 1.0005182920712827e-07 -7.1316776504520222e-05
leaf_weight=20 21 21 20 23 30 37 26 21 20 23 20 36 25 22 22 35 21 22 20 26 35 38 21 22 23 20 2128 32 246 45
leaf_count=20 21 21 20 23 30 37 26 21 20 23 20 36 25 22 22 35 21 22 20 26 35 38 21 22 23 20 2128 32 246 45
internal_value=0 1.03357e-06 0.000145922 -9.07741e-07 5.97905e-07 -9.10058e-07 5.22014e-07 2.0053e-06 -6.14658e-07 -8.30164e-06 2.16172e-05 3.55198e-06 0.000305041 2.84423e-05 1.93017e-05 7.26205e-06 2.79221e-05 0.000215915 1.32245e-05 2.74774e-05 4.56849e-05 0.000243937 -0.000188793 1.56894e-05 -2.30668e-06 1.47217e-05 -3.36582e-06 -5.16965e-06 -3.92497e-05 0.000112561
internal_weight=0 3101 41 3060 3039 3016 2986 2949 2923 2172 751 706 45 686 664 628 593 43 550 528 487 64 41 423 388 366 2149 343 266 77
internal_count=3121 3101 41 3060 3039 3016 2986 2949 2923 2172 751 706 45 686 664 628 593 43 550 528 487 64 41 423 388 366 2149 343 266 77
is_linear=0
shrinkage=0.1


Tree=2599
num_leaves=31
num_cat=0
split_feature=132 1185 1203 10 0 0 33 123 10 398 4 2 52 130 1213 403 481 1447 2 1447 1447 3 1456 4 1447 1447 1446 479 45 484
split_gain=5.34889e-05 0.000282426 0.000182022 5.0507e-05 0.000360401 0.000283529 0.000118354 8.6834e-05 0.000105478 4.60687e-05 7.68605e-05 8.78327e-05 9.54981e-05 6.69543e-05 7.5527e-05 4.72986e-05 4.39313e-05 0.000467334 0.000409141 0.000231726 8.763e-05 0.000451546 0.000279363 0.000176132 0.000130313 0.000104259 0.000220556 9.24888e-05 6.16471e-05 6.73352e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.011559999999999999 -0.10224499999999999 -0.087414999999999979 -1.0000000180025095e-35 0.085290000000000019 -0.15282499999999996 0.10586000000000002 0.11275500000000001 0.097385000000000013 0.089325000000000015 0.085870000000000016 0.085835000000000009 -0.082969999999999988 -0.086484999999999992 -0.085684999999999997 0.085485000000000019 0.040965000000000008 -0.085709999999999995 -0.085709999999999995 0.085405000000000023 -0.0047449999999999992 -0.084334999999999979 -0.08193499999999998 0.093870000000000009 0.10061500000000002 0.094030000000000016 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 -3 -6 -5 8 -7 10 11 12 13 14 15 -1 17 -8 -19 -20 21 -18 23 -23 -22 26 -26 28 29 -27
right_child=1 3 -4 6 5 7 16 -9 -10 -11 -12 -13 -14 -15 -16 -17 20 18 19 -21 24 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.00011801777291111649 0.00036901891386757296 -0.00040906946293641042 -0.00029065184369553917 0.00020825678480572868 0.00035918385372497147 -2.4070907767798584e-05 0.00036747013480635364 0.00010243810775136809 -0.00031510729982983323 0.00011930472012508013 -0.00021064086904516445 0.00014061598685657372 -0.00022902711087068462 0.00013487003595330933 -0.00021729444684751798 -7.7129947102447561e-05 -0.00043260066691540745 -0.00033441704564371753 -0.00011008747716677254 0.0003297311996575445 0.00021701308266658869 -0.00028536565476552705 0.0003586111544427695 0.00010189050943457307 -0.00039649277692660695 8.1731581727634014e-06 6.2343681929633024e-05 0.00017725557830999608 -0.00013952517312587119 -4.648276938619275e-05
leaf_weight=23 21 24 27 28 20 33 35 22 20 23 21 32 23 26 20 27 28 34 23 25 28 23 20 24 20 2136 22 30 31 252
leaf_count=23 21 24 27 28 20 33 35 22 20 23 21 32 23 26 20 27 28 34 23 25 28 23 20 24 20 2136 22 30 31 252
internal_value=0 3.62274e-06 -4.73078e-05 9.56542e-07 -6.28306e-05 2.46403e-05 3.70778e-06 -6.45713e-05 -0.000133896 -1.3614e-05 -3.1388e-05 -6.45881e-06 -4.60083e-05 -2.16008e-06 -5.3057e-05 1.2638e-05 1.61061e-06 6.15602e-05 -6.90111e-05 0.000118985 -1.07267e-06 -9.5354e-05 4.55849e-05 -8.76178e-05 2.483e-06 7.15778e-08 -0.00015615 2.75075e-06 5.86576e-07 2.40545e-06
internal_weight=0 2899 222 2878 119 95 2759 75 53 195 172 151 119 96 70 50 2731 117 82 48 2614 95 67 47 2519 2491 42 2449 2419 2388
internal_count=3121 2899 222 2878 119 95 2759 75 53 195 172 151 119 96 70 50 2731 117 82 48 2614 95 67 47 2519 2491 42 2449 2419 2388
is_linear=0
shrinkage=0.1


Tree=2600
num_leaves=31
num_cat=0
split_feature=33 132 1185 1203 2 2 2 2 0 0 1212 0 13 1455 2 13 4 4 47 1 3 159 4 0 131 401 16 403 15 42
split_gain=4.44829e-05 4.5829e-05 0.000226945 0.000147438 5.55674e-05 0.000276652 0.000250513 0.000280322 0.000202056 0.0008669 0.000998638 0.000365618 0.000840206 0.000366965 0.000306134 0.000469465 0.000465403 0.00182748 0.000613989 0.000646439 0.000638225 0.000253391 0.000326917 0.000240243 0.000522696 0.000342549 0.000327824 0.000214659 0.000170549 0.000357627
threshold=-0.009184999999999997 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.085155000000000022 0.084985000000000019 0.085485000000000019 0.085730000000000015 -0.087414999999999979 -0.086554999999999979 -1.0000000180025095e-35 -0.085669999999999982 -0.085744999999999988 -0.079434999999999992 0.083585000000000007 -0.089109999999999981 0.053180000000000012 0.10637500000000001 0.093140000000000014 0.086560000000000012 -0.087519999999999987 -0.021869999999999997 -0.04890499999999999 -0.082724999999999979 0.087395000000000014 0.10765000000000001 -0.084119999999999986 0.022375000000000003 0.094810000000000019 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 8 -6 -8 14 10 -10 12 -11 -13 16 -16 18 -18 19 20 -4 22 -15 24 26 27 -23 28 -25 -30
right_child=1 2 4 -5 6 -7 7 -9 9 11 -12 13 -14 21 15 -17 17 -19 -20 -21 -22 23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.00011919221583558547 -1.2252596854803134e-05 0.00033211702026338097 0.00012420388856508696 -0.00026158663434519748 -0.00026191091161117106 0.00034357975438559576 0.00033700656194923795 -6.9861629778288497e-06 3.0200279849980563e-05 -0.0001589460446468919 -0.00094503497467875218 -0.00042048330221968215 0.00067854365750099537 0.00038186292646347095 -7.6807383725064864e-05 0.00052455136120603562 0.0010515014821430668 -2.7424242615194242e-05 -0.00054468163883332943 0.00035472336161104535 -0.00045969012127089725 -0.00022584056212508589 -4.1735404250045709e-05 -2.1038858814758249e-05 -0.00055852121231146157 0.0004139919170847861 0.00027001005122050022 -0.00028796636113558917 -0.0001624790523055708 0.00037043559692820593
leaf_weight=31 195 21 39 27 38 26 24 1832 21 23 21 21 25 38 21 34 20 73 24 37 36 30 35 280 25 20 24 26 20 34
leaf_count=31 195 21 39 27 38 26 24 1832 21 23 21 21 25 38 21 34 20 73 24 37 36 30 35 280 25 20 24 26 20 34
internal_value=0 1.19578e-06 4.58405e-06 -4.2577e-05 2.1681e-06 2.18633e-05 -7.74187e-06 -2.53798e-06 1.28399e-05 -1.81878e-05 -0.000457417 1.25071e-05 0.000277247 -1.0472e-05 8.30893e-05 0.000294942 3.22077e-05 0.000204603 -8.56801e-05 1.26774e-05 -0.000156065 5.71261e-06 0.000178768 -2.18103e-05 -0.000180481 1.11765e-05 -5.46251e-06 -1.12022e-05 1.03424e-05 0.00017306
internal_weight=0 3090 2868 222 2847 953 1894 1856 927 643 42 601 48 553 284 55 229 93 136 112 75 532 73 459 79 380 54 360 334 54
internal_count=3121 3090 2868 222 2847 953 1894 1856 927 643 42 601 48 553 284 55 229 93 136 112 75 532 73 459 79 380 54 360 334 54
is_linear=0
shrinkage=0.1


Tree=2601
num_leaves=31
num_cat=0
split_feature=46 46 1446 1456 153 1428 2 2 160 484 158 12 2 2 2 0 2 0 2 12 48 150 483 2 12 16 3 4 16 4
split_gain=4.79686e-05 8.16431e-05 5.36355e-05 5.48125e-05 0.000103255 6.0844e-05 7.46164e-05 0.000338082 0.000367028 0.000322755 0.000512582 0.000232371 0.000214151 0.000218042 0.000269233 0.000230564 0.000237995 0.000175901 0.000180067 0.000124198 0.000118483 0.000400647 0.000121794 0.000136837 0.000116796 0.000161188 0.000178864 0.000154528 0.000134054 0.000126019
threshold=0.096120000000000011 1.0000000180025095e-35 0.11655500000000001 0.11510000000000002 0.082840000000000011 -0.042789999999999995 0.113445 0.10912000000000001 0.081905000000000019 0.10126500000000001 0.10654500000000001 0.098330000000000015 0.10774000000000002 0.10644500000000001 0.10527500000000002 -0.23194499999999998 0.10444500000000002 0.11070500000000001 0.11448000000000001 0.087535000000000016 -0.075224999999999986 0.11235000000000002 0.086010000000000017 0.11682500000000001 -0.081419999999999979 1.0000000180025095e-35 -0.047929999999999993 0.42051500000000003 -0.080509999999999984 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 12 11 10 17 19 13 14 15 -7 -17 18 -8 -9 -20 22 23 -22 -25 26 28 -28 -26 -27
right_child=-2 -3 -4 -5 -6 6 9 8 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 20 -21 21 -23 -24 24 25 29 27 -29 -30 -31
leaf_value=0.00013461029433100896 0.00011641136258341638 -0.00019782244233370182 -0.00013302849620231428 0.00012399967419898735 -0.0001985479144842919 0.00033354561975491902 -0.00028034340575686659 0.00011141984647838399 0.00057214594606193716 -0.00039371134672971193 0.0004533740483483681 0.00031962433879795883 -0.00023912890496462382 0.00024093236436448551 -0.00027190151975244389 -3.0160813393521154e-06 0.0002903661356997743 -0.00030464445086787842 -0.00022801824590873291 -0.00021057110153260115 0.00018940029455252977 0.00038397575576359835 -0.00017103985718639099 0.00010031268571573922 0.00011295582803394346 0.00018086207952971263 -0.0004601607526183216 -0.00010099921558361055 -0.00020567776645412264 -6.7769583488660974e-05
leaf_weight=34 35 21 30 36 26 21 26 25 20 24 22 28 37 38 36 2214 28 24 23 23 34 26 48 57 31 36 25 23 23 47
leaf_count=34 35 21 30 36 26 21 26 25 20 24 22 28 37 38 36 2214 28 24 23 23 34 26 48 57 31 36 25 23 23 47
internal_value=0 -1.32029e-06 2.60513e-08 1.34125e-06 -1.31139e-07 1.60409e-06 6.53997e-08 7.00853e-06 0.000190987 -3.65008e-05 -1.72355e-05 9.06821e-05 -4.31208e-07 3.34792e-06 -5.79099e-07 3.73712e-06 6.47925e-07 -4.17116e-05 -2.58961e-05 -4.28675e-05 -8.15985e-06 6.28799e-06 -2.40203e-05 1.54833e-06 -2.48441e-05 -6.34059e-05 -0.000147607 -0.000288063 -2.27585e-05 4.00707e-05
internal_weight=0 3086 3065 3035 2999 2973 2939 2470 96 469 445 76 2374 2337 2299 2263 2242 423 399 48 373 350 324 276 242 185 102 48 54 83
internal_count=3121 3086 3065 3035 2999 2973 2939 2470 96 469 445 76 2374 2337 2299 2263 2242 423 399 48 373 350 324 276 242 185 102 48 54 83
is_linear=0
shrinkage=0.1


Tree=2602
num_leaves=31
num_cat=0
split_feature=1429 471 155 1428 46 3 1426 1446 483 42 39 15 2 47 131 1203 400 12 132 399 132 0 13 2 481 1447 13 0 481 50
split_gain=4.99496e-05 0.000128725 6.69522e-05 6.96031e-05 5.21951e-05 0.000108472 9.40315e-05 7.19e-05 5.90428e-05 0.000332318 0.000208662 0.000134248 0.000116929 0.000108434 6.96963e-05 6.89311e-05 6.77277e-05 0.000145595 8.12527e-05 0.000150734 0.000106584 0.000176383 0.0001104 8.60768e-05 6.76799e-05 0.000443652 0.000497751 0.000615755 0.000101118 7.13875e-05
threshold=0.12521000000000002 -0.085064999999999988 0.14547000000000002 0.094820000000000015 0.084955000000000017 0.10542000000000001 -0.021179999999999997 0.11655500000000001 0.098395000000000024 0.096610000000000015 0.16946000000000003 0.088990000000000014 0.085045000000000023 0.13975500000000002 0.13857500000000003 -0.093454999999999996 -0.090569999999999998 0.089300000000000004 -0.083449999999999983 0.091580000000000009 -0.41127499999999995 -0.081784999999999983 0.056795000000000005 0.085625000000000021 -0.086484999999999992 -0.085684999999999997 -0.081224999999999978 -0.086729999999999988 -0.085474999999999982 0.10956
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 8 10 11 13 12 -10 14 15 -8 17 -17 20 24 22 23 -18 -22 25 -20 27 -27 -26 -30
right_child=-2 2 -4 -5 5 -7 7 -9 9 -11 -12 -13 -14 -15 -16 16 18 -19 19 -21 21 -23 -24 -25 28 26 -28 -29 29 -31
leaf_value=-0.00022258901556667231 0.00015752700746816118 -0.00018594512577497623 0.00017880207881154051 0.00014634125720363046 0.00027887360898375845 -3.0893730903559258e-05 0.00018343244038987905 -0.00015331260623380302 0.00022438296680617065 0.00033546625614181883 -0.00032528916208320882 -0.00025658599566668271 -3.6941931284673046e-05 0.00021510509572101951 -0.00018441242088253302 -1.8930640209490727e-05 -0.0001058925574635277 0.00029984258909952706 0.00039042784886870297 0.00022586673038513884 -0.00014725026674568655 -0.00030891155175696546 0.00019768621296680067 5.8937834280474892e-05 -0.00022024758138947868 0.0001027498400071636 0.00027243221226784113 -0.00068195076444681039 2.1033034349686591e-07 -6.5873650829278136e-05
leaf_weight=26 20 28 21 32 20 26 20 31 23 34 20 20 67 23 21 38 23 23 31 29 40 36 25 41 22 20 26 20 2138 177
leaf_count=26 20 28 21 32 20 26 20 31 23 34 20 20 67 23 21 38 23 23 31 29 40 36 25 41 22 20 26 20 2138 177
internal_value=0 -1.01597e-06 8.57491e-07 -3.66096e-07 -1.91958e-06 0.000103788 -3.5535e-06 -1.82115e-06 -2.11196e-07 6.22211e-05 -3.45326e-06 -2.22366e-05 2.98411e-05 -1.11519e-06 -2.93682e-06 -1.53003e-06 -2.90573e-06 0.000101263 -5.32364e-06 -7.72545e-07 -7.32591e-05 -0.000124738 5.22214e-05 -4.28835e-05 -3.47285e-06 7.83761e-05 -6.81937e-05 -0.0002896 -6.87009e-06 -4.84231e-06
internal_weight=0 3101 3075 3054 3022 46 2976 2948 2917 144 2773 110 90 2753 2730 2709 2689 61 2628 2463 165 117 48 81 2434 97 66 40 2337 2315
internal_count=3121 3101 3075 3054 3022 46 2976 2948 2917 144 2773 110 90 2753 2730 2709 2689 61 2628 2463 165 117 48 81 2434 97 66 40 2337 2315
is_linear=0
shrinkage=0.1


Tree=2603
num_leaves=31
num_cat=0
split_feature=132 15 1185 50 1204 2 43 400 1208 0 1209 15 1209 0 1209 1186 129 129 1213 13 12 1212 1212 402 401 394 403 52 1213 52
split_gain=5.24867e-05 0.0013366 0.000781619 0.000280055 5.27527e-05 0.000172484 0.000194696 6.31699e-05 5.62364e-05 0.000166584 9.45877e-05 0.000227481 8.58847e-05 0.000418856 0.000121522 5.54319e-05 6.68583e-05 8.78477e-05 6.61741e-05 0.000215949 0.00023665 0.000131069 0.000170467 0.000108842 0.000123618 9.72882e-05 9.44106e-05 0.000244094 0.000323449 0.000558464
threshold=-0.083284999999999984 0.091915000000000011 -0.087384999999999977 0.09227500000000001 -0.016569999999999994 0.080205000000000012 -0.029804999999999995 -0.39724499999999996 0.098500000000000018 -0.067094999999999988 0.087170000000000011 0.085935000000000025 -0.087714999999999987 -0.082724999999999979 -0.074484999999999982 -0.089559999999999987 -0.08341999999999998 -0.077709999999999987 0.10210000000000001 -0.082574999999999982 0.090840000000000018 0.11796000000000001 0.097595000000000015 -0.45015499999999992 -0.06959499999999999 -0.10421499999999999 -0.0038999999999999994 -0.010034999999999999 -0.086179999999999993 0.008405000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 -6 10 -10 12 -12 13 -9 -14 -16 -17 -18 21 -20 -21 22 23 -19 -25 -26 27 -27 -29 -30
right_child=2 -3 4 -5 7 6 -8 8 9 -11 11 -13 14 -15 15 16 17 18 19 20 -22 -23 -24 24 25 26 -28 28 29 -31
leaf_value=3.0004766986600037e-06 -0.00062655197194544604 0.00072029240926405275 0.00030576530756055341 -0.0003557359432743397 -0.00016675119860219245 -0.00018609342296258547 0.00015074947791494985 -0.00015176915381427694 -0.00022287713886486786 0.00012289378567154267 -6.8120686942815407e-05 0.00033869042421159705 -0.00019103708567426488 0.00047396188019774857 -0.00014601159603514063 0.00018286249091033826 -0.00020944526244420561 -0.00020956065432255856 -9.584007036340025e-05 0.00049174301486345942 3.0240261578001083e-05 -0.00022529882217685763 0.00029116788296960292 0.00022599197376014978 0.00017679538568093754 0.00014414846327983672 2.3213207360561324e-06 9.3853869530337189e-05 -0.0004426464656981724 -2.7639781650508714e-05
leaf_weight=168 20 26 24 25 23 32 37 23 38 22 28 27 34 20 26 20 20 25 35 20 25 26 20 24 30 45 2071 53 55 79
leaf_count=168 20 26 24 25 23 32 37 23 38 22 28 27 34 20 26 20 20 25 35 20 25 26 20 24 30 45 2071 53 55 79
internal_value=0 4.72068e-05 -3.56247e-06 -4.3468e-05 7.60844e-07 7.48506e-05 -5.46752e-06 -1.7097e-06 -3.37339e-07 -9.60945e-05 1.78588e-06 0.000131587 -9.07081e-07 0.000139269 -3.21826e-06 -7.37358e-07 7.45032e-07 -6.9577e-07 9.68899e-07 9.04558e-05 0.000235353 -1.9796e-06 4.37678e-07 -2.00338e-06 1.98117e-07 -2.12467e-06 -4.45537e-06 -6.4949e-05 -0.000115267 -0.000197978
internal_weight=0 219 2902 193 2882 93 69 2789 2766 60 2706 55 2651 43 2608 2574 2548 2528 2508 80 45 2428 2402 2382 2357 2333 2303 232 187 134
internal_count=3121 219 2902 193 2882 93 69 2789 2766 60 2706 55 2651 43 2608 2574 2548 2528 2508 80 45 2428 2402 2382 2357 2333 2303 232 187 134
is_linear=0
shrinkage=0.1


Tree=2604
num_leaves=31
num_cat=0
split_feature=375 42 130 1210 130 52 1204 400 403 2 52 49 42 2 132 16 132 1186 400 42 132 1209 3 1209 15 403 128 16 42 403
split_gain=4.46831e-05 0.000101226 4.62763e-05 0.000258333 0.000233252 0.000117242 0.000116749 0.000141448 0.000109021 9.63972e-05 0.000197358 0.000175759 0.000128121 0.000230697 0.000163254 0.000136491 9.55153e-05 0.00128215 0.00126735 0.000238375 0.000156283 7.81638e-05 0.000606107 0.000114434 7.49914e-05 6.60228e-05 6.45122e-05 0.000115638 0.000101504 0.000132811
threshold=0.083605000000000013 -0.079539999999999986 0.087820000000000023 -0.047399999999999991 0.085870000000000016 0.084735000000000019 -0.098194999999999991 -0.090569999999999998 0.104315 0.10912000000000001 -0.14765999999999999 0.11136000000000001 -0.091729999999999992 0.090310000000000015 -0.088184999999999986 -0.010699999999999999 -0.083284999999999984 1.0000000180025095e-35 -0.080934999999999993 -0.021469999999999996 -0.014954999999999998 -0.087714999999999987 -0.081234999999999988 -0.074484999999999982 0.083840000000000012 -0.55327499999999985 0.10551000000000001 -0.080954999999999985 -0.088934999999999986 0.087735000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 6 -6 -1 -8 9 10 -5 -11 15 -14 -15 -12 17 19 -18 -9 -20 22 -22 -23 -21 -25 28 -28 29 -27
right_child=1 -3 3 8 5 -7 7 16 -10 11 12 -13 13 14 -16 -17 18 -19 20 24 21 23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.00023333798550690212 5.7301805863971825e-05 -0.00025704886467706059 -0.00033134929663329214 -0.0003362834756642216 0.00038825003025324449 6.8954342303028252e-05 0.0002060445582815994 -0.0003085563391354738 0.00019676987940329128 -6.30331912134352e-05 -1.2890889363161306e-05 0.00029937787539497746 7.3102216875004411e-05 -6.805280108459382e-05 -0.0004578552796209062 0.00028835428141367936 -0.00079593482252676056 0.00081433963525341831 0.0002626942984692426 0.0001523528329077332 0.00045973248966038225 -0.00020252577747409569 -0.00027884494003956208 -0.00015190976077324845 -8.2154519215691844e-05 -4.2619958035442434e-05 0.00030080091375566553 -1.6450220223136798e-05 5.3480144279643049e-06 -0.00032112720829900352
leaf_weight=21 20 21 27 23 23 23 34 29 24 32 53 23 37 21 22 21 20 20 23 30 25 28 20 28 25 119 20 27 2262 20
leaf_count=21 20 21 27 23 23 23 34 29 24 32 53 23 37 21 22 21 20 20 23 30 25 28 20 28 25 119 20 27 2262 20
internal_value=0 -0.000103707 1.38051e-06 -3.71546e-05 5.27949e-06 0.000228602 1.54527e-06 3.35207e-06 -6.1263e-06 -2.71156e-05 -6.30477e-05 8.85205e-05 -2.22397e-05 -0.000109964 -0.000267487 7.25976e-05 7.95854e-07 9.47633e-05 -2.97444e-06 -7.65644e-05 3.19166e-06 8.50126e-07 0.000131476 -1.49738e-06 4.57586e-05 7.75961e-07 2.52237e-06 0.00011855 2.51099e-07 -8.26929e-05
internal_weight=0 41 3080 283 2797 46 2751 2730 256 232 177 55 154 80 43 74 2696 104 2592 84 2572 2549 45 2504 55 2476 2448 47 2401 139
internal_count=3121 41 3080 283 2797 46 2751 2730 256 232 177 55 154 80 43 74 2696 104 2592 84 2572 2549 45 2504 55 2476 2448 47 2401 139
is_linear=0
shrinkage=0.1


Tree=2605
num_leaves=31
num_cat=0
split_feature=1204 1203 132 132 1203 1186 1185 1185 129 4 1212 1211 1212 1184 394 1427 3 156 1428 471 471 156 154 50 12 12 1 120 12 4
split_gain=4.62331e-05 7.25612e-05 5.98029e-05 0.000268808 0.000154172 4.92125e-05 7.18651e-05 0.000118174 0.00010906 5.30132e-05 5.06522e-05 8.46397e-05 0.000228713 6.0165e-05 7.01273e-05 5.3766e-05 0.000189058 7.77412e-05 0.000237696 9.28158e-05 8.32526e-05 0.000188047 7.44368e-05 8.72934e-05 0.000238877 0.000213846 0.000117212 0.000149289 0.000177642 0.000243691
threshold=0.057120000000000011 -1.0000000180025095e-35 -0.083174999999999985 -0.044384999999999994 0.089005000000000015 0.087140000000000009 0.090595000000000009 0.085905000000000009 -0.077709999999999987 -0.080744999999999997 0.15049500000000002 0.12711000000000003 0.12472500000000002 0.081725000000000006 -0.089794999999999986 0.089335000000000012 -0.076234999999999983 0.3248100000000001 0.094820000000000015 0.10338500000000002 0.089900000000000022 -0.087544999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 0.097145000000000023 0.089085000000000011 0.16540500000000002 1.0000000180025095e-35 0.11650500000000001 0.15285000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 8 -5 -7 11 12 13 14 -10 17 -17 18 19 20 21 -16 23 24 25 -23 27 28 -25 -30
right_child=-2 2 3 5 -6 9 -8 -9 10 -11 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 22 -24 26 -26 -27 -28 -29 29 -31
leaf_value=0.00016749092688909375 -0.00013028903162598404 -2.3713616215793403e-05 0.00036864995185169395 -0.00022328684307550167 -0.00031723503139801323 0.00022603809313295642 -0.00018972917794599198 0.00020870217790447729 -0.00017098370493234447 1.0857710466635498e-06 -0.00014752555555036374 -0.00019848460686348732 0.00033178599786922515 0.00017327515372016935 -0.00025213588278347746 0.0002521492562664207 -0.00013978175795273273 -0.00018847444232299247 0.00029007738199392669 -0.00020739457633515651 0.00014988045077188872 -0.00021304929654585673 0.00019188890291843563 -2.4080773811840949e-06 -0.0003470080917597645 0.00017925665109611477 0.00024281659694679546 -0.00020527690241578967 4.3856973146224243e-05 0.00044234951887379536
leaf_weight=26 27 170 20 22 20 20 20 27 24 22 23 21 21 20 30 32 20 22 28 22 36 24 20 2211 27 33 20 35 57 21
leaf_count=26 27 170 20 22 20 20 20 27 24 22 23 21 21 20 30 32 20 22 28 22 36 24 20 2211 27 33 20 35 57 21
internal_value=0 1.13698e-06 -2.72798e-07 3.31448e-06 -5.46106e-05 7.57898e-07 -8.44665e-07 5.0644e-07 -1.52364e-06 0.000108206 2.52406e-07 1.50016e-06 3.05387e-06 4.7991e-07 -8.18327e-07 7.29804e-07 0.000101407 -1.29463e-06 3.11435e-07 -2.88787e-06 -1.09824e-06 -3.29163e-06 -2.42069e-07 -1.8247e-06 -0.000101987 1.40752e-05 1.76475e-06 -3.09709e-07 2.82435e-06 0.000151143
internal_weight=0 3094 3068 2878 190 2858 2816 2796 2769 42 2747 2724 2703 2682 2662 2638 52 2586 2564 2536 2514 2478 2448 2428 84 57 2344 2324 2289 78
internal_count=3121 3094 3068 2878 190 2858 2816 2796 2769 42 2747 2724 2703 2682 2662 2638 52 2586 2564 2536 2514 2478 2448 2428 84 57 2344 2324 2289 78
is_linear=0
shrinkage=0.1


Tree=2606
num_leaves=31
num_cat=0
split_feature=472 367 12 130 39 132 1203 399 50 12 393 12 12 4 142 46 3 147 2 2 13 15 52 48 0 52 153 0 2 3
split_gain=4.93056e-05 4.59606e-05 0.000114422 0.000121753 6.32529e-05 7.70403e-05 0.0012559 0.000660874 0.000208403 0.000117721 0.000111824 8.62234e-05 7.32091e-05 0.000193162 0.000169091 6.78434e-05 0.000348686 6.48852e-05 8.10104e-05 0.000225362 0.000452255 0.000386028 0.000241588 0.000206151 0.000147175 0.00013605 0.000118639 0.000125736 0.000102325 0.000453174
threshold=-0.39904999999999996 -0.0098099999999999975 0.23631000000000002 -0.22461999999999996 -0.020804999999999994 -0.083284999999999984 0.089480000000000018 0.091580000000000009 0.10022000000000002 0.110195 0.098330000000000015 0.095175000000000023 0.12757000000000002 -0.011884999999999998 -0.057499999999999989 1.0000000180025095e-35 0.10299500000000002 0.10271500000000001 0.11411 0.12299 -0.064619999999999983 -0.037864999999999989 -0.061194999999999992 0.12474000000000002 0.18019500000000002 -0.24164999999999998 0.084695000000000006 -0.23811499999999999 0.11067500000000001 -0.064674999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 8 10 9 11 12 -6 14 -14 -7 17 -17 18 23 20 22 -22 -20 24 26 -21 27 -16 -29 -30
right_child=1 2 -4 4 5 7 -8 -9 -10 -11 -12 -13 13 -15 15 16 -18 -19 19 25 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00015271172765746348 0.00010975141550089404 0.00021067947034478292 -0.00022960881314330355 -0.00017556940010330263 1.7169145601719883e-06 0.00028954239365702961 0.0007907328141819952 -0.00043763125190577869 -0.00032944104289072134 0.00016961627820450846 0.0002192365182766124 -0.0002233944638282992 7.1281558027955981e-05 -0.00035811580222798516 0.00024537187502054233 -0.0004378661178634502 0.00011302986749797129 0.00016704669460127861 -0.00017745994844315445 0.00022777879778543677 -0.00014358125981743798 -0.00068067745685212967 0.00018178009532932311 0.00031692159841657574 0.0002595162132903087 -1.3865622957596583e-05 -0.00023696778696917351 -4.5021188177650457e-06 0.00033488100530010387 -0.0001717898052213
leaf_weight=21 37 27 22 21 114 20 21 35 20 37 23 20 22 20 21 20 27 23 36 27 32 23 39 21 22 170 21 2107 41 31
leaf_count=21 37 27 22 21 114 20 21 35 20 37 23 20 22 20 21 20 27 23 36 27 32 23 39 21 22 170 21 2107 41 31
internal_value=0 -1.0345e-06 -2.37275e-06 -7.28822e-07 -2.62266e-06 -1.4092e-06 5.66991e-05 -5.83889e-06 -2.40062e-05 1.17172e-05 -3.35343e-07 -3.18818e-05 -2.18997e-06 -0.000133193 -1.37699e-07 -2.31493e-06 -0.000121394 -1.73872e-07 -1.65827e-06 -4.81848e-05 -0.000150379 -0.000368185 9.34487e-06 5.06178e-06 2.142e-06 1.92532e-05 -4.07403e-07 1.85067e-06 -4.96249e-07 0.000116731
internal_weight=0 3100 3063 3041 3014 2993 212 2781 191 171 2746 134 2723 42 2681 2661 47 2614 2591 327 130 55 75 2264 2243 197 2221 2200 2179 72
internal_count=3121 3100 3063 3041 3014 2993 212 2781 191 171 2746 134 2723 42 2681 2661 47 2614 2591 327 130 55 75 2264 2243 197 2221 2200 2179 72
is_linear=0
shrinkage=0.1


Tree=2607
num_leaves=31
num_cat=0
split_feature=130 12 50 132 1211 50 4 4 3 42 12 3 50 50 393 456 1429 16 2 50 1209 15 1209 2 15 133 401 42 1210 480
split_gain=5.2851e-05 0.000101178 4.5332e-05 0.000714978 0.000811014 0.000232575 0.000170238 0.000242451 0.000149333 0.000104208 0.00019129 0.000158915 0.000127186 0.000108286 0.000103571 9.69298e-05 0.00011939 0.000125305 8.74396e-05 8.28729e-05 0.000112176 0.00033685 0.000202124 7.89106e-05 7.50537e-05 0.000111389 7.34903e-05 0.000276174 8.96733e-05 6.83081e-05
threshold=-0.23647499999999996 0.23631000000000002 0.090630000000000016 -0.083284999999999984 0.11048500000000001 0.089915000000000009 -0.081114999999999979 -0.14723499999999998 0.10542000000000001 0.088200000000000014 0.089085000000000011 -0.079864999999999978 0.11266000000000001 0.11657000000000002 0.11146500000000002 0.088285000000000016 0.083985000000000018 -0.07550999999999998 0.085855000000000015 0.088535000000000016 -0.084519999999999984 0.086195000000000008 -0.069599999999999981 0.085515000000000022 -0.013104999999999999 0.089755000000000015 -1.0000000180025095e-35 0.11387000000000001 0.11875500000000001 0.086995000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 6 14 7 -5 9 11 -11 15 -13 -12 19 16 17 23 -19 20 21 -2 -22 -8 25 -15 27 -24 29 -28
right_child=1 -3 3 4 -6 -7 8 -9 -10 10 13 12 -14 24 -16 -17 -18 18 -20 -21 22 -23 26 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0001620375742641045 0.00012679193653942396 0.00021473589476954659 0.00050037595666556931 4.9996343932434684e-05 -0.00052507671337350206 -0.00033728734325406897 -0.00022140725353286448 0.00040902956892610885 -0.00024850094300547982 -0.00032436064019830983 -0.00013152685783913908 0.00034298388888904206 4.0803348607509039e-05 0.00016148123667453944 -0.00018190396600630267 0.00020964314418961294 -0.0002138711227517989 0.00028853032438616669 2.4249719798453661e-05 0.00017022022106435284 0.00030205277401943354 -0.00038375430980782505 -0.00029428979257371639 3.2450263213831931e-05 0.00024042873028520264 -0.00015325918763913003 2.3066871114747728e-06 0.00016042064612106928 0.00020597603669600739 -7.6404775885246888e-05
leaf_weight=20 24 22 30 68 28 21 24 26 23 22 39 30 26 23 32 20 27 21 31 28 22 28 34 25 20 22 2226 22 21 116
leaf_count=20 24 22 30 68 28 21 24 26 23 22 39 30 26 23 32 20 27 21 31 28 22 28 34 25 20 22 2226 22 21 116
internal_value=0 1.04507e-06 -4.81787e-07 2.69123e-05 -2.9907e-06 -5.8563e-06 2.97127e-05 0.000149303 -2.13302e-06 1.50381e-05 -5.64646e-05 5.92015e-05 0.000202686 2.05706e-07 -3.13008e-06 4.91016e-06 -2.70794e-05 2.28551e-05 0.000130978 -8.60832e-07 -2.78232e-06 -0.000148118 3.1372e-07 -9.18881e-05 7.92452e-05 7.60814e-06 -2.4305e-06 -0.000115654 2.52742e-07 -1.59192e-06
internal_weight=0 3101 3079 505 475 2574 447 94 353 330 126 204 56 104 2553 148 128 101 52 2521 2493 52 2441 49 65 45 2419 56 2363 2342
internal_count=3121 3101 3079 505 475 2574 447 94 353 330 126 204 56 104 2553 148 128 101 52 2521 2493 52 2441 49 65 45 2419 56 2363 2342
is_linear=0
shrinkage=0.1


Tree=2608
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 121 33 16 51 160 43 3 3 12 3 15 3 3 52 52 4 0 3 4 2 3 40 160 49 52 0
split_gain=5.74153e-05 0.000261468 0.000169527 4.35333e-05 8.55933e-05 5.70635e-05 5.8593e-05 0.00020234 0.00018581 0.00013731 0.000180543 0.00024613 0.000230763 0.000167811 0.000139202 0.000117175 0.000452632 0.000271257 0.00110055 0.000271725 0.000202441 0.00023657 0.00039151 0.000202539 0.000196198 0.00085526 0.000180267 0.000198388 0.000211312 0.000154153
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23647499999999996 -0.088279999999999983 -0.009184999999999997 -0.18708499999999997 0.035765000000000012 0.10493500000000001 -0.14792499999999997 -0.13309499999999996 -0.15121499999999996 0.094375000000000014 -0.080884999999999985 -0.040804999999999994 -0.0037349999999999996 -0.0080949999999999998 -0.0027449999999999996 0.0060650000000000009 -0.059649999999999988 -0.098289999999999975 -0.070649999999999977 -0.0070899999999999991 0.088850000000000012 -0.045649999999999989 -0.041534999999999996 0.11055500000000001 -0.066894999999999982 -0.089199999999999988 -0.097024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 7 8 9 -7 11 -11 13 -12 -15 16 20 26 -19 -20 21 23 -23 -8 29 -26 27 28 -17 -22
right_child=1 3 -4 4 5 6 15 -9 -10 10 12 -13 -14 14 -16 17 -18 18 19 -21 24 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.649657423909864e-05 0.00035533068668363351 -0.00014583378739189357 -0.00028385682305303851 0.00018643901459290647 -0.00013659390543277065 -0.00023158401095315642 0.00014139811259652067 -0.00033483888934521624 -0.0002989818595034938 -1.9826447013266653e-05 0.00022258648421163396 0.00036388997403946632 -0.0002484073257571589 2.7477262001670564e-05 -0.00016272196959471333 1.1777902012302852e-05 -0.00041557570444778185 0.00082586425480919647 0.00019425118967774323 -0.00019339818241088794 -0.00024377169413492081 7.4079564489823381e-05 0.00062024208600632849 -0.00015881043080681641 2.3921846503591432e-05 -0.00069087503361515707 -0.00028048666732502172 -2.0366574221822833e-05 0.00039739583541328714 6.3217117599052486e-06
leaf_weight=195 21 20 27 25 30 24 55 21 22 35 34 32 38 167 50 30 26 22 40 33 25 35 21 38 70 22 20 175 27 1741
leaf_count=195 21 20 27 25 30 24 55 21 22 35 34 32 38 167 50 30 26 22 40 33 25 35 21 38 70 22 20 175 27 1741
internal_value=0 3.75335e-06 -4.90134e-05 1.18798e-06 2.21683e-06 5.91146e-07 2.05941e-06 -3.22355e-05 -1.64279e-05 -6.94642e-08 1.55383e-05 0.000163441 -1.87506e-05 1.60181e-05 -1.63474e-05 8.15468e-06 -1.01225e-06 6.18619e-05 0.000205862 1.90124e-05 4.35827e-06 0.00011651 0.000278891 1.87323e-05 -4.63558e-06 -0.000147008 7.57596e-06 3.24089e-05 0.000194439 2.78132e-06
internal_weight=0 2899 222 2878 2858 2833 2803 423 402 380 356 67 289 251 217 2380 2033 347 95 73 2007 149 56 93 1858 92 252 232 57 1766
internal_count=3121 2899 222 2878 2858 2833 2803 423 402 380 356 67 289 251 217 2380 2033 347 95 73 2007 149 56 93 1858 92 252 232 57 1766
is_linear=0
shrinkage=0.1


Tree=2609
num_leaves=31
num_cat=0
split_feature=1211 50 1212 1212 43 0 1204 132 15 1211 1186 1211 1212 1212 1212 52 1212 133 1446 402 1446 0 4 133 43 154 157 1420 1456 43
split_gain=5.21039e-05 0.000194765 0.00010525 6.71562e-05 0.000151002 0.000300681 6.21449e-05 7.58016e-05 0.00169827 0.00146363 0.000251607 0.000140971 8.6581e-05 8.41107e-05 0.000141129 0.000419028 0.000202918 7.50339e-05 7.68609e-05 0.000449838 0.000240386 0.000127361 0.000149067 0.000259162 0.000129762 9.27122e-05 8.97228e-05 8.84126e-05 8.63645e-05 8.36778e-05
threshold=0.11716500000000001 0.090980000000000019 0.13613500000000003 0.10242000000000001 0.05259500000000001 -0.080869999999999984 0.058775000000000008 -0.083284999999999984 0.091915000000000011 0.094920000000000018 1.0000000180025095e-35 0.087635000000000005 0.094820000000000002 0.091685000000000016 0.087615000000000012 0.0031350000000000002 0.087210000000000024 -0.51151499999999983 0.083715000000000026 0.095250000000000015 0.057835000000000004 -0.080689999999999984 -0.0060199999999999993 0.087035000000000015 -0.079734999999999986 0.084190000000000001 0.63604500000000008 -0.085404999999999995 0.090155000000000013 -0.078139999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 7 8 10 11 -1 12 13 14 16 -16 17 -9 20 21 25 22 23 -20 -23 26 27 -19 -26 -24
right_child=1 -3 -4 4 -6 -7 -8 9 -10 -11 -12 -13 -14 -15 15 -17 -18 18 19 -21 -22 24 29 -25 28 -27 -28 -29 -30 -31
leaf_value=-7.6028754481117571e-06 -5.0931144329352361e-05 0.00034454610577085989 -0.00021029102887647848 -1.6429830229126626e-05 -0.00011735317460514362 0.00048042502797519164 -0.00016612052311994259 0.00015974910461879739 0.0008466379011072908 -0.00085770000267075368 -0.00038534634637471754 0.00025299988761120899 -0.00019435632756263342 0.00019090493898028913 0.00019818695436697454 -0.00036389323299267242 0.0003195524598413613 0.0002001171000301838 0.00039685037396527056 0.00050731959898257632 -0.00034391871248815389 -0.00026999609846690737 -0.00012757745646160549 -4.7390806685143616e-05 0.00014186786378875537 0.00020510099989007273 -0.00021685387648176402 -6.0136359230595052e-06 -0.00014226589060854168 0.00011531604272338724
leaf_weight=149 33 20 24 29 23 21 23 29 24 20 20 22 23 23 21 36 20 21 29 20 21 27 37 24 23 21 20 2275 20 23
leaf_count=149 33 20 24 29 23 21 23 29 24 20 20 22 23 23 21 36 20 21 29 20 21 27 37 24 23 21 20 2275 20 23
internal_value=0 9.83056e-05 -1.69824e-06 -5.36166e-08 9.47033e-05 0.000192249 -2.38187e-06 -1.1044e-06 5.94796e-05 -5.34858e-06 -5.23062e-05 8.84341e-07 -1.16009e-06 4.91773e-07 -1.15034e-06 -0.000156811 2.24915e-06 -2.01067e-07 -2.01229e-06 5.70312e-05 -7.09534e-06 7.81931e-06 7.34795e-05 0.000195685 -9.8175e-05 -4.06869e-06 -5.9653e-06 -4.12829e-06 9.71263e-06 -3.44683e-05
internal_weight=0 53 3068 3044 73 50 2971 2948 193 2755 169 2735 2713 2690 2667 57 2610 2590 2561 203 2358 183 113 53 70 2337 2316 2296 43 60
internal_count=3121 53 3068 3044 73 50 2971 2948 193 2755 169 2735 2713 2690 2667 57 2610 2590 2561 203 2358 183 113 53 70 2337 2316 2296 43 60
is_linear=0
shrinkage=0.1


Tree=2610
num_leaves=31
num_cat=0
split_feature=132 132 15 43 1186 12 130 39 34 13 9 0 1 40 2 16 4 133 15 158 16 457 1 12 1 47 43 129 13 16
split_gain=5.37444e-05 0.000227798 0.000185234 9.44007e-05 0.000309599 4.56103e-05 0.000117184 5.77198e-05 4.92815e-05 0.000280591 0.000145555 0.000313087 0.000128225 8.71558e-05 4.92091e-05 5.32483e-05 0.000222951 0.000108495 0.000157433 0.000161544 0.00020531 0.000146267 0.00012205 0.000241904 0.000183735 0.000158786 0.000111874 0.000107902 9.17123e-05 0.000203101
threshold=-0.083174999999999985 -0.069704999999999989 0.092400000000000024 -0.011694999999999999 1.0000000180025095e-35 0.23631000000000002 -0.22461999999999996 0.13507500000000003 -0.057544999999999992 -0.0069799999999999992 0.091905000000000014 -0.0058249999999999994 0.10871500000000002 -0.07632499999999999 -0.080614999999999978 -0.18708499999999997 0.018150000000000003 0.10722500000000001 0.11171000000000002 0.085030000000000008 -0.50690499999999983 0.09228500000000002 0.10781 0.088365000000000013 0.094825000000000007 0.085505000000000012 -0.080084999999999976 -0.082959999999999992 -0.096404999999999991 -0.11676499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -3 8 9 12 14 -12 -8 -14 -10 16 -16 18 19 21 -21 22 23 24 -18 26 -24 -17 29 -29
right_child=1 5 -4 4 -6 -7 7 -9 10 -11 11 -13 13 -15 15 27 17 -19 -20 20 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00012671889914934965 0.00033179209498311618 0.00020970978869256753 -0.00030383777359384111 4.2090775613026469e-06 -0.00041659108028397896 -0.00013902037111541214 -0.00019051374743114517 -0.00016478395530049013 0.00012140228029559641 0.00036116052139550448 -0.00047008885421746528 8.9453029640935714e-05 0.00018159762854338623 -8.7901608858373953e-05 -0.00036045050714164975 0.00023145848258753263 -0.00046936358339735309 0.00017173456518711257 -0.00030512541619827973 0.00035064832754869716 -4.7051405865069547e-05 0.00016199441961362027 8.7189751965607615e-05 2.8006952116912644e-05 -8.3697759258224578e-05 0.00015657807057691941 -0.00018513145548695322 0.00035566670723545198 -2.4040685751420868e-06 3.287256217286963e-05
leaf_weight=38 21 27 25 139 20 23 29 21 34 25 20 20 30 20 20 21 30 28 20 25 27 28 22 36 21 37 48 22 2073 171
leaf_count=38 21 27 25 139 20 23 29 21 34 25 20 20 30 20 20 21 30 28 20 25 27 28 22 36 21 37 48 22 2073 171
internal_value=0 3.63138e-06 -4.74207e-05 -1.48804e-05 -4.87218e-05 1.23688e-06 2.36679e-06 3.87212e-07 1.62291e-06 6.91732e-05 -9.76142e-07 -0.000190318 -2.32279e-05 7.37979e-05 1.86789e-06 3.21995e-07 -3.64805e-05 -1.63582e-05 -3.42718e-05 -1.45014e-05 0.00014415 -5.16631e-05 -8.25003e-05 -0.000170463 -0.00031056 -1.09789e-05 -9.95448e-05 5.82548e-06 3.73444e-06 6.96677e-05
internal_weight=0 2899 222 197 159 2878 2855 2828 2807 104 2703 40 79 50 2663 2629 342 322 294 274 52 222 194 87 51 107 70 2287 2266 193
internal_count=3121 2899 222 197 159 2878 2855 2828 2807 104 2703 40 79 50 2663 2629 342 322 294 274 52 222 194 87 51 107 70 2287 2266 193
is_linear=0
shrinkage=0.1


Tree=2611
num_leaves=31
num_cat=0
split_feature=130 12 472 52 475 151 151 43 3 34 16 12 12 12 0 16 1447 133 47 1 2 2 3 3 3 2 3 133 16 52
split_gain=4.57171e-05 8.44458e-05 4.39181e-05 4.4863e-05 0.000263429 0.000316981 0.000259333 0.000370417 0.000235304 0.000164484 0.000350291 0.000155038 0.00077181 0.000730004 0.00028978 0.00029039 0.000287837 0.000619608 0.000225385 0.0012158 0.000388785 0.000541358 0.000517929 0.000735983 0.000436167 0.000381422 0.0003692 0.000365827 0.000296793 0.000186392
threshold=-0.23647499999999996 0.23631000000000002 -0.39904999999999996 -0.015539999999999998 -0.085734999999999992 -0.15747499999999998 -0.08422499999999998 -0.084999999999999978 -0.0043399999999999992 -0.057544999999999992 -0.40995499999999996 0.083715000000000026 0.082480000000000012 0.083985000000000018 0.11070500000000001 0.15891500000000003 -0.086279999999999982 0.085355000000000014 0.092165000000000011 0.099660000000000012 0.10584500000000001 0.099515000000000006 -0.0043399999999999992 0.084940000000000015 0.11924500000000002 0.11144000000000001 0.11924500000000002 0.048950000000000007 -0.11118499999999999 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 8 7 -7 -6 10 -8 12 18 -13 15 16 17 -15 20 -20 21 22 27 -24 25 -22 -21 28 -11 -18
right_child=1 -3 3 4 5 6 9 -9 -10 11 -12 13 -14 14 -16 -17 29 -19 19 26 24 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015070521585585085 0.00014369769231139105 0.00019619523700384889 -1.8089925090993293e-05 0.00026473598808456116 -0.00050619027904412223 0.00056479411898180843 -2.8105425485591695e-05 3.3111001692687801e-05 -3.2799415999934792e-05 -2.7880264254539119e-05 0.0005053841749031563 0.00057103952320808869 -0.00052149305666909752 4.2518870020902606e-05 0.00036305682918861171 -0.00028711275355557781 -0.00028130226086692088 -0.00066286337329074746 -0.00079615671943015934 0.00040146934122524484 -0.0005963694165291686 0.0006207698225625791 0.00069158350001089278 -2.7734443298840872e-05 0.00014476049297081775 -0.00011275886029779193 -0.00013417476936498839 0.00021590152103850748 -0.00052520021200355889 1.9098934594112132e-05
leaf_weight=20 21 22 1056 39 21 20 32 38 21 24 20 23 33 33 22 35 21 20 22 22 21 20 25 33 50 73 31 22 24 1257
leaf_count=20 21 22 1056 39 21 20 32 38 21 24 20 23 33 33 22 35 21 20 22 22 21 20 25 33 50 73 31 22 24 1257
internal_value=0 9.71979e-07 -4.22926e-07 -1.41264e-06 7.38418e-06 2.27123e-06 8.21301e-06 0.00021645 -0.000269495 1.73006e-06 0.000177083 -3.30492e-06 -5.82582e-05 1.22736e-05 3.01453e-06 -2.7841e-06 4.69261e-06 -0.000223663 -1.6605e-05 -0.000171234 2.31114e-05 0.00013693 6.13301e-05 0.000282316 -9.3869e-05 -0.0002208 8.81681e-05 -0.000121773 -0.00027654 1.41628e-05
internal_weight=0 3101 3079 3058 2002 1963 1921 58 42 1863 52 1811 400 1411 1388 1366 1331 53 367 75 292 148 128 58 144 94 53 70 48 1278
internal_count=3121 3101 3079 3058 2002 1963 1921 58 42 1863 52 1811 400 1411 1388 1366 1331 53 367 75 292 148 128 58 144 94 53 70 48 1278
is_linear=0
shrinkage=0.1


Tree=2612
num_leaves=31
num_cat=0
split_feature=12 130 33 9 16 132 1185 15 43 15 47 52 132 42 12 16 51 160 402 43 3 133 158 1 4 15 49 2 16 16
split_gain=4.75341e-05 0.000104523 4.44955e-05 5.1357e-05 0.00029608 4.50085e-05 0.000202517 0.000149036 7.42221e-05 0.000179406 5.50305e-05 0.000130119 8.43081e-05 0.000138929 9.47573e-05 4.98084e-05 0.000165912 0.000169663 0.00010743 0.000112211 0.000155351 0.000275082 0.000113087 0.000129214 0.000220717 0.000112594 0.000106938 0.000281261 8.89233e-05 0.000128998
threshold=0.23631000000000002 -0.22562499999999999 -0.044254999999999996 0.088235000000000022 -0.059624999999999991 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 -0.011694999999999999 0.084905000000000022 0.085770000000000027 0.086450000000000013 -0.41094499999999995 -0.074124999999999983 0.087830000000000005 -0.18708499999999997 0.035765000000000012 0.10493500000000001 0.089220000000000008 -0.11278499999999998 -0.080884999999999985 0.081415000000000015 0.085030000000000008 0.094825000000000007 0.26790000000000008 -0.040804999999999994 -1.0000000180025095e-35 0.09580000000000001 -0.5435399999999998 -0.45661999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 7 -7 8 -4 10 11 12 -10 -14 -15 16 17 18 19 -8 21 26 23 -22 -25 28 -21 -28 -26 -30
right_child=-2 2 3 4 -6 6 15 -9 9 -11 -12 -13 13 14 -16 -17 -18 -19 -20 20 22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=0.00020470984884013888 -0.00014322956228130827 0.00014111205541253598 0.0001114754094152503 6.978857216801352e-05 -0.00039594607064611325 0.00031302624903175805 -0.00016407701186835766 -0.00027326273155631501 0.00014712254522402708 -0.00030221142730189735 -0.0001186236304056365 0.00026414807420223953 0.00013346701307455079 -3.5414353042142467e-05 -0.00034324105152336418 6.7759579526373058e-06 -0.00030518473552850389 -0.00029229374375149963 -0.00018748342081380544 -0.0001233633160312741 -0.00021267999495778764 0.00047406562312971804 0.00017569931390296138 0.00026517675569834868 0.00016136261980611146 -0.00026083540353945208 0.00041629349958384416 -0.00010185359966602517 -0.00020158548124267589 6.8023762105440261e-05
leaf_weight=25 23 22 38 39 21 21 31 25 22 23 30 20 20 20 20 2361 21 21 28 23 35 20 28 26 23 22 20 22 35 36
leaf_count=25 23 22 38 39 21 21 31 25 22 23 30 20 20 20 20 2361 21 21 28 23 35 20 28 26 23 22 20 22 35 36
internal_value=0 1.06336e-06 -5.93383e-07 -1.61519e-06 -9.32186e-05 2.22394e-07 3.66187e-06 -4.35284e-05 -1.377e-05 -4.44754e-05 4.33187e-07 3.54499e-05 -2.03301e-05 -8.17295e-05 -0.000189328 1.30117e-06 -3.17576e-05 -1.62388e-05 3.71993e-07 1.67581e-05 3.60888e-05 0.000149753 -1.10405e-05 -4.05812e-05 1.83747e-06 -5.71869e-05 4.99651e-05 0.000144883 -9.52443e-06 -6.48822e-05
internal_weight=0 3098 3073 3051 60 2991 2773 218 193 155 132 102 82 60 40 2752 391 370 349 321 290 85 205 177 142 116 65 42 94 71
internal_count=3121 3098 3073 3051 60 2991 2773 218 193 155 132 102 82 60 40 2752 391 370 349 321 290 85 205 177 142 116 65 42 94 71
is_linear=0
shrinkage=0.1


Tree=2613
num_leaves=31
num_cat=0
split_feature=130 40 374 475 157 1371 15 151 0 3 1429 157 43 151 154 1456 475 0 484 1429 16 0 16 155 156 133 448 483 158 158
split_gain=4.91271e-05 9.48558e-05 4.22089e-05 4.5374e-05 0.000512128 0.000282377 0.000674419 0.000182568 0.000114557 0.000130564 0.000124934 9.25516e-05 8.99408e-05 8.14592e-05 7.3678e-05 8.57362e-05 6.84837e-05 0.000158975 0.000173628 0.000140587 0.000486256 0.00011475 0.000109951 0.000165916 0.00012106 0.000105508 7.06505e-05 0.000102327 7.29178e-05 0.000159824
threshold=-0.22461999999999996 -0.23755499999999996 0.092550000000000007 -0.085774999999999976 -0.086244999999999988 0.083235000000000017 -0.045854999999999993 -0.085134999999999975 -0.087414999999999979 -0.081924999999999984 0.086295000000000011 0.11933000000000001 -0.06984499999999999 -0.54279999999999984 0.085530000000000009 0.11510000000000002 -0.083449999999999983 -0.085754999999999984 0.085595000000000018 0.057970000000000008 -0.0048099999999999992 -0.064754999999999993 0.63636000000000015 0.11854500000000001 0.11769000000000002 0.087720000000000006 -0.083359999999999976 -0.47181499999999993 0.10380000000000002 0.107145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 11 -7 -6 -9 10 -10 13 -11 -5 15 16 17 -15 -19 22 -21 25 23 24 26 -22 -18 -28 -29 -30
right_child=1 2 -4 5 7 6 -8 8 9 12 -12 -13 -14 14 -16 -17 19 18 -20 20 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.00012326728842708691 0.00021835031649970914 -0.00049023915413746858 0.00013482218124883494 -0.00019548817984865643 0.00027583184343276789 -0.00013829265990352723 0.00064471949524224996 -0.00018739409408547491 -0.00024062813119962809 0.00028945309079616617 7.8792149724904459e-05 0.00018572302315078559 -5.039454845245928e-07 0.00027507009420740613 -0.00019354883879714181 0.00015239379117449266 -0.00015441883387493679 -0.00020558064250508326 0.00016711524059064687 -0.00049405405337053646 -2.3959861034105918e-05 -0.00016200909135827366 -0.00017222065747577093 0.00023134331324047618 -0.00022494749967639415 0.00027459707962407265 0.00021728237559066408 5.1089573207436338e-06 -0.00028242061741496271 -1.7300883750939356e-05
leaf_weight=32 20 23 23 22 23 22 22 34 25 23 24 26 20 29 20 36 29 25 25 26 29 26 37 31 24 20 22 2254 28 121
leaf_count=32 20 23 23 22 23 22 22 34 25 23 24 26 20 29 20 36 29 25 25 26 29 26 37 31 24 20 22 2254 28 121
internal_value=0 1.27696e-06 -1.37663e-07 -1.15673e-06 -5.10472e-05 1.82906e-06 0.000253213 1.67475e-05 -3.05456e-05 2.74201e-05 -8.41774e-05 -2.07939e-06 0.000154589 -3.82078e-06 -2.30508e-06 -9.20258e-07 -2.94495e-06 8.88025e-05 -1.92327e-05 -5.68316e-06 -0.000121391 7.79826e-06 -1.093e-06 1.4306e-06 -1.44563e-06 9.79001e-05 7.40209e-07 2.59572e-06 6.30215e-07 -6.7122e-05
internal_weight=0 3089 3069 3046 172 2874 44 149 126 92 49 2830 43 2804 2782 2762 2726 79 50 2647 101 75 2546 2509 2478 49 2454 2425 2403 149
internal_count=3121 3089 3069 3046 172 2874 44 149 126 92 49 2830 43 2804 2782 2762 2726 79 50 2647 101 75 2546 2509 2478 49 2454 2425 2403 149
is_linear=0
shrinkage=0.1


Tree=2614
num_leaves=31
num_cat=0
split_feature=12 4 10 15 3 33 43 4 31 43 13 1 1 1 2 2 13 13 13 12 12 12 2 2 2 2 15 42 156 2
split_gain=4.57617e-05 9.78014e-05 5.65306e-05 0.000257304 0.000287797 0.000120141 6.1818e-05 4.91342e-05 6.75742e-05 0.000195837 4.58219e-05 6.94413e-05 0.000197781 0.000136469 0.00011917 6.37716e-05 8.31886e-05 0.000126426 0.000210101 7.27636e-05 0.0004499 0.00042417 0.000205825 0.00066012 0.000559991 0.000171732 0.000319528 0.00018002 0.000144598 0.000147007
threshold=0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.098289999999999975 -0.0063699999999999989 -1.0000000180025095e-35 -0.085474999999999982 0.6227450000000001 -1.0000000180025095e-35 -0.084154999999999994 -0.53104499999999988 0.13686500000000004 0.13436000000000001 0.13968000000000003 0.14838000000000004 -0.0091949999999999983 -0.42195999999999995 -0.39067499999999994 -0.17933499999999997 0.096990000000000007 0.097575000000000009 0.096525000000000014 0.097385000000000013 0.095195000000000016 0.10097500000000002 0.089320000000000024 0.090455000000000021 0.11839500000000001 -1.0000000180025095e-35 0.113445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -4 -5 8 9 -7 -10 12 15 -13 -15 -12 -17 -18 -19 21 -21 -20 23 25 -24 27 -27 -22 -26 -30
right_child=-2 -3 5 4 -6 7 -8 -9 10 -11 11 13 -14 14 -16 16 17 18 19 20 22 -23 24 -25 28 26 -28 -29 29 -31
leaf_value=-0.0002799730659669302 -0.00014053379095655503 0.00018709007180015241 0.00021184274821145529 -0.00023611866978171748 0.00033165884366177995 6.3782397337490702e-05 9.5357988487064326e-06 0.00014552148856202384 0.00012363235204247759 -0.00035604247612354813 -0.00013639610982970813 -0.00031830844396608883 0.00030074100791766385 0.00010853838203355041 -0.000167401563697334 -0.00017005571990011959 0.00024760798738238273 -0.0003216151162632741 6.1779902661307565e-06 -0.00041358556140792271 -0.00013287302317261456 0.00038482196687255059 0.00048424615158216546 -0.00057422300645460682 -0.00023038889315406174 0.00036579990173777336 -0.00014347125239014117 0.00019550757615434123 0.00015199937662915686 -3.3666447891465079e-05
leaf_weight=38 23 28 27 20 23 25 21 23 30 20 34 20 22 34 29 28 21 20 2141 29 101 30 27 24 24 28 22 20 65 124
leaf_count=38 23 28 27 20 23 25 21 23 30 20 34 20 22 34 29 28 21 20 2141 29 101 30 27 24 24 28 22 20 65 124
internal_value=0 1.04334e-06 -6.535e-07 -7.38524e-05 4.85317e-05 1.8621e-06 -0.000110296 -6.5642e-08 -1.21318e-06 -0.000122806 6.91348e-07 -6.05954e-07 2.10427e-06 -9.0729e-05 -1.84816e-05 -2.95296e-07 1.41603e-06 3.2102e-06 1.27711e-06 3.72791e-06 -3.2217e-05 1.14103e-05 -6.79245e-06 -8.31043e-05 5.5211e-05 -1.41754e-05 0.000141721 -7.85952e-05 8.26228e-07 3.01869e-05
internal_weight=0 3098 3070 102 64 2968 41 2941 2918 45 2873 2843 2760 83 63 2738 2704 2676 2655 2635 464 2171 435 195 240 171 50 121 213 189
internal_count=3121 3098 3070 102 64 2968 41 2941 2918 45 2873 2843 2760 83 63 2738 2704 2676 2655 2635 464 2171 435 195 240 171 50 121 213 189
is_linear=0
shrinkage=0.1


Tree=2615
num_leaves=31
num_cat=0
split_feature=33 9 16 13 1429 156 474 474 471 471 52 2 52 475 0 157 160 4 157 4 1371 1373 150 1374 48 1374 1429 49 1375 49
split_gain=4.47744e-05 5.97899e-05 0.000710245 0.000359037 4.3401e-05 0.000125326 0.000189737 9.84357e-05 9.02056e-05 8.71793e-05 7.54486e-05 0.000166567 7.58037e-05 8.4933e-05 0.00034574 6.61476e-05 0.000425516 0.0010361 0.000376469 0.000279397 0.000221735 0.000139141 0.000482614 0.000157792 0.000127282 9.59376e-05 9.35849e-05 0.000104615 0.000172757 0.000166033
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.077799999999999994 0.12521000000000002 0.3248100000000001 0.11421000000000002 0.11085000000000002 -0.081099999999999992 0.10277000000000001 -0.55692499999999978 0.10060500000000001 -0.54663499999999987 0.037885000000000009 -0.080499999999999988 -0.087424999999999989 -0.089549999999999991 -0.0094449999999999968 -0.086394999999999986 -0.0047449999999999992 0.083235000000000017 1.0000000180025095e-35 0.090480000000000019 -0.41674499999999998 0.08832000000000001 -0.035729999999999991 -0.026244999999999997 -0.0087849999999999977 0.086520000000000014 -0.054984999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 8 -2 10 11 -10 -12 15 -15 16 19 -18 -17 -14 21 23 24 -20 -23 -25 -27 29 -29 -28
right_child=1 2 -4 -5 -6 -7 -8 -9 9 -11 12 -13 13 14 -16 18 17 -19 20 -21 -22 22 -24 25 -26 26 27 28 -30 -31
leaf_value=-0.00011958211412533156 -0.00021276262617902833 0.00015094651478813665 0.00058994665509089824 -0.00042712691255950464 0.00014601631957475547 -0.00024522170258153766 0.00024212154953602295 -0.00021343259934589946 -4.0984304587254886e-05 0.00020335344930312466 -0.00016429313249130342 0.0002997739462164016 -8.9844040309705229e-05 -8.3046894231360541e-05 0.00045024367733276455 0.0003849750701338053 0.00014002952470353034 -0.00084410804440267391 -0.00027811020014009306 0.00038910312869120392 -0.00024799569167756802 0.00010983796906657517 0.0004986791131235198 0.00020505658123345875 -0.00024692751663678791 -0.00016705524542235902 -4.418888977198278e-06 2.8628602163815704e-06 0.00027269367425712215 -0.00015222427872119799
leaf_weight=31 20 22 20 21 20 21 32 22 32 21 29 26 29 31 20 25 23 20 21 21 37 20 24 22 20 35 228 2090 24 114
leaf_count=31 20 22 20 21 20 21 32 22 32 21 29 26 29 31 20 25 23 20 21 21 37 20 24 22 20 35 228 2090 24 114
internal_value=0 1.19969e-06 9.76205e-05 -0.000131368 -8.07084e-07 -1.78363e-06 -7.15722e-08 -2.69519e-06 -1.11395e-06 3.39686e-07 -1.13499e-06 0.000111769 -3.44648e-06 -1.78295e-06 0.000126087 -4.15176e-06 -8.70515e-05 -0.000317709 -1.25339e-06 0.000111314 -4.91779e-06 -1.45594e-06 0.000144164 -5.1338e-06 -6.85448e-05 -2.85266e-06 -4.68887e-06 -2.37502e-06 5.92622e-06 -5.36874e-05
internal_weight=0 3090 63 43 3027 3007 2986 2954 2932 2912 2891 58 2833 2804 51 2753 93 43 2660 50 2635 2598 64 2534 40 2513 2491 2456 2114 342
internal_count=3121 3090 63 43 3027 3007 2986 2954 2932 2912 2891 58 2833 2804 51 2753 93 43 2660 50 2635 2598 64 2534 40 2513 2491 2456 2114 342
is_linear=0
shrinkage=0.1


Tree=2616
num_leaves=31
num_cat=0
split_feature=130 120 33 150 457 457 1348 3 3 2 13 160 47 47 1 0 40 160 123 133 0 51 1 15 51 48 3 16 0 402
split_gain=4.38946e-05 6.47857e-05 5.94835e-05 5.73294e-05 7.05695e-05 9.71594e-05 0.00015325 6.28285e-05 0.00023149 0.000189007 0.000161003 0.000121318 0.000145662 0.00050324 0.000351146 0.000184357 0.000133356 0.000131709 0.000131462 0.000129141 0.000144057 0.000261719 0.000111431 0.000263738 0.000145118 0.000118881 0.000116847 9.79115e-05 9.55425e-05 0.000281224
threshold=-0.22699999999999995 0.09852000000000001 -0.009184999999999997 0.14582500000000004 0.31508000000000008 0.11612500000000002 -0.047944999999999995 -0.0049599999999999991 -0.0080949999999999998 -0.055814999999999997 -0.16152999999999998 0.10580000000000002 0.092165000000000011 0.079365000000000005 0.103565 -0.24955499999999997 -0.069739999999999983 0.088405000000000011 0.086730000000000015 0.088285000000000016 0.047850000000000011 -0.12463499999999998 0.08592000000000001 -0.028889999999999996 0.095375000000000015 -0.031249999999999997 0.16158000000000003 -0.073404999999999984 -0.11242999999999999 0.087880000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 10 -9 -8 12 13 15 -14 -11 18 19 -17 20 22 -22 23 -18 25 -24 -27 -16 29 -12
right_child=1 -3 3 -5 -6 -7 7 9 -10 11 28 -13 14 -15 27 16 17 -19 -20 -21 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00012939049864563946 -0.00014023137647503368 0.00017613263958299373 -0.0002761709778860677 0.00017002158114337365 -0.00016078957662641726 0.00017224617297346634 -0.00026513855213441116 0.00028612107645845493 -0.00029627246267746496 0.00031633765403447407 0.00012071427143140075 -0.00021620018302374299 -0.00041250502044931636 0.00054462512343889102 0.00015966823935968934 2.4716134265128694e-05 9.0916751905751876e-05 0.00028917336559970865 -0.00025754940262149006 0.00025948648579374308 -6.5249314151633769e-05 0.00042937172212987207 0.00014321277049020865 -0.00040077443444109422 0.00025456330591623556 6.9155559864228453e-06 -0.00022302305102736379 -9.1796542304412775e-05 -4.8490793125531779e-06 -0.00027000907118365704
leaf_weight=26 30 21 20 20 27 33 23 28 27 21 150 21 24 20 32 33 20 20 33 21 23 20 28 24 20 51 39 30 2215 21
leaf_count=26 30 21 20 20 27 33 23 28 27 21 150 21 24 20 32 33 20 20 33 21 23 20 28 24 20 51 39 30 2215 21
internal_value=0 1.08696e-06 -1.08858e-07 1.27211e-06 1.56045e-07 1.60601e-06 -2.93834e-07 1.58033e-06 -5.09085e-06 3.35705e-05 -1.82729e-06 1.88384e-05 2.95917e-05 5.66414e-05 -8.77283e-05 2.89936e-05 1.08182e-05 4.23878e-05 -0.000116417 2.23239e-05 1.88742e-07 0.000164807 -3.87046e-05 -0.000177278 5.47839e-06 -3.67394e-05 -9.27245e-05 3.79917e-05 7.10913e-07 7.27307e-05
internal_weight=0 3095 3074 3044 3024 2997 2964 2944 2436 508 2409 480 459 373 86 353 332 266 66 246 225 43 182 44 138 118 90 62 2386 171
internal_count=3121 3095 3074 3044 3024 2997 2964 2944 2436 508 2409 480 459 373 86 353 332 266 66 246 225 43 182 44 138 118 90 62 2386 171
is_linear=0
shrinkage=0.1


Tree=2617
num_leaves=31
num_cat=0
split_feature=1208 1208 402 401 15 132 400 15 1456 160 479 481 484 12 15 4 0 12 133 2 15 42 1212 1212 15 16 52 3 130 130
split_gain=4.35273e-05 0.000132881 0.000119909 0.000360753 6.18801e-05 0.000619855 0.00116418 0.000136748 0.0001206 0.000115075 0.00033189 0.000147677 0.000124652 0.000161007 0.000239209 0.000355763 0.000176577 0.000170457 0.000279172 0.000159018 0.00015302 8.18354e-05 7.34216e-05 0.000336821 0.000263898 0.000244082 0.000275769 0.000266751 7.22409e-05 0.000112553
threshold=0.11332500000000002 0.10233500000000001 0.13924000000000003 0.11769000000000002 0.09116500000000001 -0.083284999999999984 -0.052894999999999991 0.091915000000000011 0.04871000000000001 -0.54913999999999985 0.10061500000000002 -0.07496499999999999 0.058970000000000009 0.096210000000000004 0.11773500000000002 -0.07533999999999999 -0.078704999999999983 0.097325000000000009 0.50628500000000021 0.12992500000000004 0.17980000000000004 0.097020000000000009 -0.087464999999999987 -1.0000000180025095e-35 0.085550000000000015 -0.088159999999999988 0.08568000000000002 -0.080409999999999995 -0.22562499999999999 -0.093639999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 22 -6 -7 -8 9 -9 11 -11 13 14 15 16 -13 -15 19 21 -16 -19 25 24 -24 27 -27 -1 -25 -30
right_child=-2 -3 3 -5 5 6 7 8 -10 10 -12 12 -14 17 20 -17 -18 18 -20 -21 -22 -23 23 28 -26 26 -28 -29 29 -31
leaf_value=0.00028459388812296783 -0.00011602930587741867 0.00021425317200141609 -0.00047139226725058896 6.5411911547867463e-05 0.00048295944394214588 -0.00073976299841888255 0.00023982932890760368 0.00027528261780389584 -0.00015230397941650155 0.00030641918208196083 -0.00032209846703335648 -0.00011238469663294381 -0.00016692020009806451 -0.0002250257665441642 -0.00021012774237897248 0.00050230826300321494 0.00026735837794452288 -2.5678607181039446e-05 0.00037721673928899692 0.00018510211878244512 0.0001397517227451317 -0.00027163920543292382 3.0052093134145252e-05 -0.00019494556894642304 0.00054376180181861858 2.3917289028126422e-05 -0.00043632436761981814 -0.0001788445754715687 0.00015815490649921622 -7.0131382285581405e-06
leaf_weight=27 32 29 21 31 29 20 32 20 35 22 25 25 27 31 25 32 24 31 20 22 25 24 20 20 20 23 30 23 42 2334
leaf_count=27 32 29 21 31 29 20 32 20 35 22 25 25 27 31 25 32 24 31 20 22 25 24 20 20 20 23 30 23 42 2334
internal_value=0 1.20199e-06 -8.17125e-07 -0.000151374 1.78559e-06 3.51575e-05 5.64332e-06 4.11389e-05 2.4752e-05 4.23071e-05 2.83146e-05 5.67572e-05 3.75525e-05 5.88682e-05 0.000136805 0.000242973 7.36119e-05 -2.08953e-05 4.43423e-05 -4.21186e-05 -3.5188e-05 -0.000133007 -4.37882e-06 -8.82099e-07 0.000286907 -8.70779e-05 -0.000236597 7.14122e-05 -5.68659e-06 -4.0935e-06
internal_weight=0 3089 3060 52 3008 469 440 420 388 353 333 308 286 259 131 81 49 128 97 77 50 55 2539 2436 40 103 53 50 2396 2376
internal_count=3121 3089 3060 52 3008 469 440 420 388 353 333 308 286 259 131 81 49 128 97 77 50 55 2539 2436 40 103 53 50 2396 2376
is_linear=0
shrinkage=0.1


Tree=2618
num_leaves=31
num_cat=0
split_feature=132 1203 399 393 133 1176 0 16 49 2 13 11 1425 156 11 475 156 51 1371 51 51 51 157 1429 156 475 157 482 12 42
split_gain=4.74617e-05 0.000224293 0.000206358 6.74742e-05 0.000162193 6.27959e-05 4.42438e-05 7.65079e-05 7.25551e-05 5.73378e-05 4.69757e-05 4.34906e-05 4.62505e-05 7.52498e-05 0.000228705 0.00026633 0.000211503 0.000629672 0.000244805 0.000169029 0.000298749 0.000180586 0.000579301 0.000160642 0.000454967 0.000173 0.000177743 9.5314e-05 0.000111934 0.000172806
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.092175000000000021 -0.020859999999999997 0.086510000000000017 -0.11242999999999999 -0.095094999999999985 0.097685000000000008 0.096540000000000015 -0.0013449999999999996 0.106895 0.10499500000000002 0.089090000000000016 0.088215000000000002 0.016915000000000003 0.08759500000000002 -0.085734999999999992 0.083235000000000017 -0.12463499999999998 -0.093639999999999987 -0.17684999999999998 -0.0045449999999999996 -0.069929999999999978 0.086860000000000007 0.05680000000000001 0.23903500000000003 0.095830000000000012 0.089625000000000024 0.087665000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 11 -1 -8 9 10 -9 12 13 16 15 19 18 -18 23 21 -21 -15 -23 -2 25 26 -25 28 29 -22
right_child=2 -3 -4 4 -6 -7 7 8 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 20 27 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0001282687482307665 0.00020865888709002841 -0.0003642267171380809 0.00023486709183328602 -0.00032117249530052677 7.6736533665098256e-05 0.00017870858660899103 -0.00019072639936348423 -2.6778003841711864e-05 0.00017554344405652957 -0.00015033699770962511 0.0001443573304641177 0.00014781992489588448 -0.00013839222835182834 0.00010218178546737608 0.00036746400160371284 -0.00024108822302271925 8.8213038707767884e-05 -0.00061131124860945747 0.0002662239550237941 0.00042884051864449345 6.8534210669817994e-05 0.00015719829427088489 -0.00056925015454734908 -2.4130805678661117e-06 -0.00042316496239016904 -0.00026416965737007561 0.00028319186848503624 0.00025231195544447041 0.00020894917922661358 -0.00025687289625057024
leaf_weight=20 35 20 38 21 20 20 25 81 20 30 20 20 24 41 21 33 31 22 34 27 47 23 21 2285 26 25 22 21 23 25
leaf_count=20 35 20 38 21 20 20 25 81 20 30 20 20 24 41 21 33 31 22 34 27 47 23 21 2285 26 25 22 21 23 25
internal_value=0 -4.52242e-05 3.36262e-06 2.94194e-07 -0.000127071 2.14202e-06 -1.26729e-05 -2.8689e-05 -1.86167e-06 -2.89464e-05 7.11018e-06 8.83526e-07 -1.71294e-07 1.02976e-06 4.99786e-05 2.44338e-05 -4.5362e-06 -0.000202156 -2.20652e-07 6.28646e-05 0.000129247 -4.88146e-05 -0.000189516 -4.00633e-06 -7.16293e-06 -2.52483e-06 3.10504e-07 5.95144e-05 1.6896e-05 -4.44544e-05
internal_weight=0 216 2905 2867 41 2826 196 176 151 131 101 2806 2786 2762 282 261 2480 53 2427 228 143 85 44 2393 2358 2332 2307 116 95 72
internal_count=3121 216 2905 2867 41 2826 196 176 151 131 101 2806 2786 2762 282 261 2480 53 2427 228 143 85 44 2393 2358 2332 2307 116 95 72
is_linear=0
shrinkage=0.1


Tree=2619
num_leaves=31
num_cat=0
split_feature=12 130 34 13 9 1 1 40 455 13 132 1186 1185 15 1204 3 1203 12 12 12 13 3 13 42 43 0 157 13 12 4
split_gain=4.45661e-05 0.000111313 4.73287e-05 0.00020762 0.000115806 0.00020129 0.000112946 7.75237e-05 4.67478e-05 8.31361e-05 4.70055e-05 0.00127968 0.000740356 0.000166131 6.22751e-05 0.000121406 0.000138362 5.82542e-05 0.000472714 0.000401603 0.000303612 0.000363014 0.000280306 0.000265714 0.000416647 0.00013541 0.000233349 0.000297136 0.00023704 0.000466272
threshold=0.23631000000000002 -0.22562499999999999 -0.057544999999999992 -0.0069799999999999992 0.091905000000000014 0.13332000000000002 0.10871500000000002 -0.07632499999999999 0.090605000000000019 -0.083499999999999977 -0.083284999999999984 0.0044650000000000011 -0.087384999999999977 0.092400000000000024 -0.016569999999999994 -0.087784999999999988 0.10304500000000001 0.096990000000000007 0.096525000000000014 0.097575000000000009 -0.063184999999999977 -0.053259999999999995 -0.069964999999999986 0.10194000000000002 -0.036954999999999995 -0.075934999999999989 -0.04831499999999999 -0.046499999999999993 0.10016000000000001 -0.065794999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 8 -6 -3 -8 10 -10 11 13 -12 -4 15 -14 -17 18 -16 -19 22 25 23 24 -21 -22 -27 -28 -29 -30
right_child=-2 2 4 -5 5 -7 7 -9 9 -11 12 -13 14 -15 17 16 -18 19 -20 20 21 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=0.00021118666662368925 -0.00013868594545309189 -0.00017085736105619965 -1.9363072902150837e-06 0.00031679501378675926 -0.00036962163861101985 4.8749548453918623e-05 0.00017887540463561893 -7.5295910210115846e-05 0.00025208286780980415 -2.6689837218525459e-05 -0.00061181795434094976 0.00078427931673234394 -5.3183773968321008e-05 -0.00027834224331309087 -2.892341365440202e-06 0.00031990707463895281 -1.0263857720102269e-05 -0.00040433998204077528 0.00041068207901844293 -0.0001564371428685263 -0.00013322383561858311 -0.00047806633148866239 0.00036880619174874433 -0.00026895908284297384 0.00043331684073200452 -0.0002456163502992476 -0.00023136927350424233 -0.00011500824266113342 0.00062891763399503279 8.5590085622503213e-05
leaf_weight=25 23 29 167 25 23 23 30 20 20 23 20 21 39 25 2132 30 22 28 28 23 89 20 34 22 25 27 25 25 22 56
leaf_count=25 23 29 167 25 23 23 30 20 20 23 20 21 39 25 2132 30 22 28 28 23 89 20 34 22 25 27 25 25 22 56
internal_value=0 1.02962e-06 -6.80083e-07 6.56284e-05 -3.00278e-06 -0.000160436 -1.38547e-05 7.72069e-05 -5.25211e-07 0.000102972 -2.07048e-06 4.31359e-05 -5.68089e-06 -3.79267e-05 -1.10108e-06 8.01895e-05 0.000180219 -3.99523e-06 2.46881e-06 -3.92536e-05 -1.14753e-05 -6.84852e-05 0.000133242 1.88252e-05 0.000150726 -3.4913e-05 2.15365e-05 7.7889e-05 0.000152952 0.000238836
internal_weight=0 3098 3073 104 2969 46 79 50 2923 43 2880 213 2667 192 2647 91 52 2556 2160 396 368 264 104 70 48 244 155 128 103 78
internal_count=3121 3098 3073 104 2969 46 79 50 2923 43 2880 213 2667 192 2647 91 52 2556 2160 396 368 264 104 70 48 244 155 128 103 78
is_linear=0
shrinkage=0.1


Tree=2620
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 11 51 155 13 128 38 15 15 133 1 4 1452 130 39 0 39 39 2 402 2 1208 403 475 4 2
split_gain=4.6111e-05 0.000238979 0.000125986 4.36716e-05 0.000199934 6.6259e-05 0.000363759 0.00024752 0.00011376 4.997e-05 8.88423e-05 6.05956e-05 0.000123899 0.000153956 0.000320783 0.000159076 9.69525e-05 9.13474e-05 0.000110124 0.000203745 0.000108147 9.49918e-05 9.02125e-05 0.00024308 0.000237441 0.000228236 0.000279772 0.00020163 0.000199996 0.000370249
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 0.092630000000000018 -1.0000000180025095e-35 0.13949000000000003 0.086705000000000018 0.11976500000000002 0.10828500000000001 0.11728000000000001 0.11842000000000001 0.017095000000000003 0.096575000000000008 -0.055319999999999994 -0.069739999999999983 -0.22562499999999999 0.10940500000000002 -0.046359999999999991 0.10308000000000002 0.096775000000000014 0.088555000000000009 0.13775000000000001 0.088930000000000023 0.10233500000000001 -0.5341999999999999 0.061570000000000007 -0.083644999999999983 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 7 -7 9 -8 10 11 16 -13 14 -14 -15 -5 -18 20 -20 21 22 25 24 -24 26 -19 -26 29 -28
right_child=1 3 -4 4 -6 6 8 -9 -10 -11 -12 12 13 15 -16 -17 17 18 19 -21 -22 -23 23 -25 27 -27 28 -29 -30 -31
leaf_value=-1.5892428718754487e-05 0.00033948145102753887 -0.00014634395454777405 -0.000246375150163658 -0.00017376833281049946 0.00031700906925834714 -0.00034392371956280181 0.0002290970605547325 0.00034431488160234519 -8.8130653275584342e-05 0.00015334792274405203 -0.00018914713175036016 0.00029312494065379728 -0.00031456597968034688 -5.1301975390347445e-05 9.8117925366144235e-05 0.00028921292396262289 -0.0001914321865187958 -0.00024070076659310957 0.00032960429827133861 -5.5398309982761187e-05 -0.00020940679624618496 0.00018277302463372638 -0.00026887630544176013 -0.00034473727292092725 -1.0485997389740243e-06 0.00030925698430599792 -2.3191688140557627e-05 -0.00028842192189767958 4.0824741237076818e-05 -0.00046144296433166829
leaf_weight=195 21 20 27 33 20 33 26 21 20 21 25 20 31 23 48 34 25 43 28 27 25 28 36 23 1044 26 235 25 917 21
leaf_count=195 21 20 27 33 20 33 26 21 20 21 25 20 31 23 48 34 25 43 28 27 25 28 36 23 1044 26 235 25 917 21
internal_value=0 3.36363e-06 -4.39241e-05 9.11069e-07 1.94155e-06 -2.78804e-07 -9.05769e-05 2.30675e-06 9.1172e-05 -3.16394e-07 -1.50408e-06 2.38516e-07 6.07302e-05 2.65545e-05 -6.38213e-05 0.000151812 -3.48258e-06 -1.2375e-06 6.81331e-07 0.000140603 -2.49477e-06 -3.37639e-07 -2.50097e-06 -2.29732e-05 -1.62759e-05 1.60922e-05 9.82385e-06 -7.76921e-06 1.90076e-05 -5.9142e-05
internal_weight=0 2899 222 2878 2858 2838 79 2759 46 2738 2717 2692 156 136 79 57 2536 2503 2478 55 2423 2398 2370 1128 1105 1242 1216 1069 1173 256
internal_count=3121 2899 222 2878 2858 2838 79 2759 46 2738 2717 2692 156 136 79 57 2536 2503 2478 55 2423 2398 2370 1128 1105 1242 1216 1069 1173 256
is_linear=0
shrinkage=0.1


Tree=2621
num_leaves=31
num_cat=0
split_feature=1208 16 1209 3 1209 401 401 132 15 1185 1186 50 16 52 13 159 484 52 2 156 1 474 483 133 4 42 160 158 3 133
split_gain=4.67623e-05 0.000179733 8.38427e-05 0.000431783 9.63713e-05 4.39699e-05 7.86395e-05 4.26957e-05 0.00137038 0.000687086 0.000241933 5.52587e-05 5.47379e-05 7.12255e-05 6.4889e-05 5.32646e-05 0.000202679 0.000476367 0.000417689 0.000144293 0.000237303 0.000217423 0.000159842 0.000162216 0.000229487 0.000278689 0.000253083 0.000300378 0.00012641 0.000114582
threshold=0.10383000000000002 -0.072359999999999994 -0.087714999999999987 -0.082334999999999978 -0.074484999999999982 0.13571500000000003 0.11916500000000001 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.0044650000000000011 0.09227500000000001 -0.083539999999999989 0.08734500000000002 -0.0079349999999999993 0.03981500000000001 0.10126500000000001 0.12445000000000002 0.17760500000000004 0.087575000000000014 0.084785000000000013 0.085860000000000006 0.09567500000000001 0.086910000000000015 -0.14098499999999997 0.083595000000000017 -0.016279999999999996 0.10584500000000001 0.090900000000000009 0.097125000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 6 7 8 10 -9 11 12 13 -6 -14 -11 17 18 19 21 -21 22 23 24 -17 -26 -27 -28 -22 -25
right_child=1 -3 4 -5 5 -7 -8 9 -10 15 -12 -13 14 -15 -16 16 -18 -19 -20 20 28 -23 -24 29 25 26 27 -29 -30 -31
leaf_value=0.0004728910133486525 -0.00023165499585697295 0.00012820228683109314 -0.00015657919843382236 -0.00013170029490504898 -0.00012303834380526538 0.00013645087674376554 -0.00017973026876916265 -0.00055792158554223456 0.00081191703765874819 1.0020234528656209e-05 -0.00035948164912129175 -0.00014365880942932563 0.0001765165139364104 8.514006791907984e-05 -7.2219151479657737e-06 -0.00038202241325961954 -0.00028257550177935128 0.00032947393147447941 -0.00048599360194202752 0.00033245440120351435 8.0513188924051757e-05 -0.00032907194847491786 0.00023188747132239356 0.00022055858562728672 3.6627812845229832e-05 3.4953927024616863e-05 -0.00064983747623045937 -0.00010177017499700015 -0.00019227730683633127 -4.7179638263074714e-05
leaf_weight=21 35 23 39 27 42 24 24 22 21 2182 21 23 37 27 40 24 29 38 20 28 53 26 22 33 120 24 20 20 25 31
leaf_count=21 35 23 39 27 42 24 24 22 21 2182 21 23 37 27 40 24 29 38 20 28 53 26 22 33 120 24 20 20 25 31
internal_value=0 -8.8953e-05 1.68439e-06 0.000132808 -4.03159e-07 1.6435e-06 5.47508e-07 2.02519e-06 4.53573e-05 -1.33994e-06 -3.93677e-05 4.09782e-07 2.31055e-05 -4.15772e-05 8.1068e-05 3.20358e-06 -2.57905e-05 -1.04046e-05 -3.93628e-05 -1.83943e-05 8.27263e-05 -5.18904e-05 -2.73778e-05 -4.83478e-05 -9.11849e-05 -5.32496e-05 -0.00022177 -0.000375804 -6.91966e-06 9.08729e-05
internal_weight=0 58 3063 48 3015 2976 2952 2928 211 2717 190 169 146 69 77 2695 513 484 446 426 106 320 294 272 208 184 64 40 78 64
internal_count=3121 58 3063 48 3015 2976 2952 2928 211 2717 190 169 146 69 77 2695 513 484 446 426 106 320 294 272 208 184 64 40 78 64
is_linear=0
shrinkage=0.1


Tree=2622
num_leaves=31
num_cat=0
split_feature=132 1185 15 1204 0 15 2 2 12 1213 1208 1208 1209 1209 1209 403 42 1210 3 15 15 1210 401 1213 0 1212 401 12 133 133
split_gain=4.52811e-05 0.000271097 0.000201134 6.46761e-05 0.000163429 0.00013371 8.90887e-05 9.17284e-05 5.84057e-05 5.07607e-05 4.15844e-05 8.82951e-05 0.000106821 6.124e-05 4.99662e-05 8.43544e-05 0.00023795 6.4172e-05 0.000406068 0.000792996 0.000386121 9.40953e-05 5.3596e-05 5.25034e-05 0.00017665 0.000120241 0.000137393 0.000285465 0.000187495 0.000215743
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 -0.082274999999999987 -0.084804999999999978 0.084510000000000016 0.089320000000000024 0.10252500000000002 0.088105000000000003 0.085505000000000012 0.11531000000000001 0.10233500000000001 -0.097919999999999993 0.10656 -0.087714999999999987 -0.5341999999999999 0.089810000000000015 -0.064344999999999999 -0.082334999999999978 0.089485000000000023 0.084905000000000022 -0.047399999999999991 0.13274500000000003 0.27327000000000007 -0.081674999999999984 0.11796000000000001 -0.06959499999999999 0.096475000000000019 0.51114000000000004 0.31868000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 9 6 8 -8 -5 -1 11 12 -3 14 -14 16 -16 18 20 -20 -17 -19 23 25 -25 26 27 -23 29 -28
right_child=1 10 -4 5 -6 -7 7 -9 -10 -11 -12 -13 13 -15 15 17 -18 21 19 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.00014084008304052987 0.00036132546540881908 -0.00023026951355859641 -0.0003107224270497682 -6.3049142292064577e-06 -0.00030522055818911888 0.00023038859810050645 0.00023497768146626188 -3.2125866409336997e-05 -0.00023696914394468363 -6.9351757648056036e-05 -0.00012279875661112816 0.0001670650519827177 0.00013574928964738288 0.00017178808683681945 8.5359009773872636e-05 0.00011073299712734298 -0.00039122711430536586 -0.00019895503816466469 0.00077422109181497951 -0.00010561682339314196 -0.00039662671091112616 -0.00010215368471108377 -0.00016309543163515628 -8.7214571877583776e-05 0.00031826653787339599 -0.00020307489512247387 -1.2790453191692259e-06 0.00040938964674145002 -0.00024578842154193307 0.00030004500546662409
leaf_weight=20 21 20 25 21 23 27 20 36 23 27 27 32 27 21 22 40 20 24 20 21 24 20 20 22 21 29 2389 24 31 24
leaf_count=20 21 20 25 21 23 27 20 36 23 27 27 32 27 21 22 40 20 24 20 21 24 20 20 22 21 29 2389 24 31 24
internal_value=0 3.33322e-06 -4.35271e-05 -9.61902e-06 -8.67967e-05 3.29199e-05 -2.03967e-05 6.32683e-05 -0.000126879 2.00916e-05 7.21043e-07 1.89082e-06 1.58377e-08 1.66132e-06 3.75265e-07 -9.53378e-07 -0.000141587 1.22698e-06 7.78738e-05 0.000323572 -7.95269e-05 -1.86361e-06 -3.0204e-08 1.24374e-06 0.000110811 -6.28087e-07 1.73162e-06 0.00017687 -1.42144e-06 1.71796e-06
internal_weight=0 2899 222 197 70 127 100 56 44 47 2878 2851 2819 2799 2778 2751 42 2709 105 41 64 2604 2580 2560 43 2517 2488 44 2444 2413
internal_count=3121 2899 222 197 70 127 100 56 44 47 2878 2851 2819 2799 2778 2751 42 2709 105 41 64 2604 2580 2560 43 2517 2488 44 2444 2413
is_linear=0
shrinkage=0.1


Tree=2623
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 1208 2 1209 0 1209 15 15 15 1456 52 52 2 2 13 13 12 16 12 2 2 3 133 1212 1455 1455 4
split_gain=3.98109e-05 0.00120153 0.0006391 0.000179522 4.20437e-05 0.000170064 6.87193e-05 0.000376838 7.43064e-05 4.8898e-05 0.000176383 0.000140203 9.71587e-05 0.000107843 0.000285395 0.000121487 0.000650056 0.000275927 0.000584587 0.00037354 0.000215988 0.000214796 0.000432123 0.000290189 0.000377284 9.70338e-05 0.000125168 8.25737e-05 0.000183903 0.000118299
threshold=-0.083284999999999984 0.10450500000000001 0.12679500000000002 0.089480000000000018 0.10383000000000002 0.09358000000000001 -0.087714999999999987 -0.082724999999999979 -0.074484999999999982 0.09116500000000001 0.091915000000000011 0.090455000000000021 0.04871000000000001 0.51358000000000004 0.41423000000000004 0.091545000000000015 0.093840000000000021 -0.081029999999999977 -0.083894999999999983 0.09202500000000001 -0.070454999999999976 0.097325000000000009 0.10045500000000002 0.113445 -0.063814999999999997 -0.51151499999999983 0.11387000000000001 -0.097209999999999977 -0.08045999999999999 -0.018869999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 -6 7 -2 -8 11 -11 25 13 14 15 17 -17 18 -12 -19 -21 22 -18 -23 -25 -10 27 29 -29 -27
right_child=2 -3 -4 -5 5 -7 8 -9 9 10 12 -13 -14 -15 -16 16 21 19 -20 20 -22 23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-1.3948174074362748e-06 -0.00015905458518924813 0.00077996298774451144 -0.00056643881223862992 -0.00031729030146379958 -0.0002148848513772666 0.00014880694798193874 -0.00013660283651776041 0.00040133094116754367 0.00016938804587191431 0.00027568408107591887 3.472555390065904e-05 -0.00023437961762493408 -0.0001430558241554536 0.00020981085713907716 -0.00029714505104089364 0.00050532915283838518 -0.00040595001327650004 0.00034633684377588319 -0.00063320571134681822 -0.00029293804452754562 9.4258243627657928e-05 0.00039129993344361609 0.00011125850547874248 -0.00033147551260877999 0.00021769687827427649 -0.00030746497690242475 -0.00025239624301320873 0.00024337280243901571 -1.9475878373632306e-06 3.2362196216126903e-05
leaf_weight=179 24 20 20 20 36 20 39 24 33 28 38 26 35 31 27 32 30 34 20 25 34 26 35 22 29 21 20 31 2142 20
leaf_count=179 24 20 20 20 36 20 39 24 33 28 38 26 35 31 27 32 30 34 20 25 34 26 35 22 29 21 20 31 2142 20
internal_value=0 4.11132e-05 -3.10261e-06 -3.31431e-05 8.06733e-07 -8.49949e-05 2.50698e-06 0.000121138 4.57195e-07 2.40876e-06 3.27047e-05 -3.48395e-06 1.64285e-05 3.10028e-05 1.52555e-05 4.12088e-05 9.81645e-05 -2.44223e-05 -0.000195596 8.2331e-05 -6.9808e-05 6.40911e-06 -0.000127453 0.00011941 -1.9201e-05 -8.35825e-07 -3.35032e-06 -1.10059e-06 1.55215e-06 -0.000141696
internal_weight=0 219 2902 199 2882 56 2826 48 2778 2739 446 2293 418 383 352 325 174 151 58 93 59 142 65 77 51 2267 2234 2214 2173 41
internal_count=3121 219 2902 199 2882 56 2826 48 2778 2739 446 2293 418 383 352 325 174 151 58 93 59 142 65 77 51 2267 2234 2214 2173 41
is_linear=0
shrinkage=0.1


Tree=2624
num_leaves=31
num_cat=0
split_feature=1455 42 159 1455 158 158 483 1455 1456 483 483 2 158 158 2 2 483 160 1 1453 1456 481 1446 158 3 158 1373 43 484 475
split_gain=4.43931e-05 0.00044385 0.000228405 0.000149754 0.000108288 6.26087e-05 9.87719e-05 6.74534e-05 9.07638e-05 8.97927e-05 0.000294812 0.000269538 8.38519e-05 0.000197859 0.000225273 0.000160288 0.000110445 0.000169605 0.000112349 9.46753e-05 8.49565e-05 0.000100702 0.000449538 8.52478e-05 0.000109032 0.000101843 9.12327e-05 0.000234464 0.000148262 0.000545912
threshold=-0.092919999999999989 0.08623500000000002 -0.017094999999999996 -0.088559999999999986 -0.47144999999999992 -0.25150999999999996 0.095345000000000013 0.10679000000000001 0.12034500000000002 0.10143000000000001 0.097880000000000009 0.11293500000000002 0.096590000000000023 0.10544500000000002 0.080205000000000012 0.10882500000000002 -0.096724999999999992 -0.037174999999999993 0.082535000000000011 -0.079219999999999985 0.099575000000000011 -0.086484999999999992 0.083715000000000026 0.085030000000000008 -0.017889999999999996 0.082560000000000008 0.081220000000000014 -0.083269999999999997 0.085845000000000019 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 -6 8 9 10 12 -11 19 14 -14 16 -15 -18 -19 -7 21 22 -21 25 -25 26 28 -28 -23 -30
right_child=3 2 -4 4 5 7 -8 -9 -10 11 -12 -13 13 15 -16 -17 17 18 -20 20 -22 23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.00027526479610363218 -0.00026796619800041388 4.6571261750964021e-05 0.00047918459249953941 0.0001748771081994554 -0.00025878193744877841 0.00018430744023825011 2.8115126057552215e-05 0.00015713478865951334 -0.00019137622987909709 5.9852655073788402e-06 0.00035949278356818705 -0.00041213377470350156 3.6919820870805001e-05 -0.00023482062621042133 -0.00037737035217495372 0.00023038983624428509 -0.00023807986927706573 -6.8081663783232211e-05 0.00021117321628159568 -0.00012888130721269893 -0.00018083762947935611 -3.3463365931386717e-06 0.00037086188486783715 1.5859822641769743e-05 0.00027738039963878688 -0.00019896299905107861 -0.00035681356750865236 3.5492975402098058e-05 0.00054778564498638327 1.7993664467154766e-05
leaf_weight=24 21 26 23 35 24 29 24 27 25 58 23 21 21 25 35 25 21 25 34 36 25 2170 36 44 25 26 25 39 23 126
leaf_count=24 21 26 23 35 24 29 24 27 25 58 23 21 21 25 35 25 21 25 34 36 25 2170 36 44 25 26 25 39 23 126
internal_value=0 7.7065e-05 0.000249635 -1.84572e-06 5.09323e-10 -2.04517e-06 -0.000115333 -1.98082e-07 -1.65437e-06 -1.43109e-08 2.9386e-06 -0.00010516 -7.37381e-10 -6.48669e-05 -0.000222012 2.82616e-06 -5.13557e-05 5.97713e-06 9.28449e-05 4.63256e-06 2.60904e-06 4.40753e-06 0.00012099 1.02014e-06 0.000110614 -2.1189e-06 2.87906e-08 -0.000117752 3.27931e-06 9.97736e-05
internal_weight=0 73 49 3048 3027 2992 48 2944 2917 2892 2813 79 2790 186 56 130 105 80 59 2604 2575 2550 72 2478 69 2409 2383 64 2319 149
internal_count=3121 73 49 3048 3027 2992 48 2944 2917 2892 2813 79 2790 186 56 130 105 80 59 2604 2575 2550 72 2478 69 2409 2383 64 2319 149
is_linear=0
shrinkage=0.1


Tree=2625
num_leaves=31
num_cat=0
split_feature=475 157 475 151 474 51 12 157 157 49 16 1426 457 1375 0 0 43 48 0 52 16 1 0 12 12 39 156 1454 42 128
split_gain=4.87606e-05 0.000443234 0.000267307 0.000139799 8.22608e-05 0.000138825 0.000102113 5.9535e-05 5.0424e-05 0.000197706 0.000139389 7.07315e-05 4.72975e-05 8.61822e-05 7.9497e-05 0.00022625 0.000494508 0.000190282 0.000309544 0.000143453 0.000215966 0.000593711 0.00013989 8.83198e-05 9.9857e-05 8.66977e-05 7.64511e-05 7.60422e-05 0.000174466 9.49496e-05
threshold=-0.085774999999999976 -0.086244999999999988 -0.085359999999999978 -0.085134999999999975 0.090215000000000004 -0.12463499999999998 0.087215000000000015 0.11933000000000001 0.0026750000000000007 0.097685000000000008 0.0065250000000000004 -0.094284999999999994 -0.14786499999999997 0.093520000000000006 -0.14794999999999997 -0.14116499999999996 -0.00045499999999999995 -0.072824999999999987 -0.24955499999999997 -0.080979999999999983 -0.095964999999999981 0.094465000000000007 -0.20211999999999997 -0.083994999999999986 0.087075000000000014 -0.020804999999999994 -0.092624999999999985 0.10234000000000001 0.086325000000000013 0.11976500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 -5 -7 8 11 10 -10 -4 -13 14 17 16 -16 -14 -19 -20 22 -22 -21 -24 -25 -17 -27 29 -29 -28
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leaf_weight=23 26 23 20 36 20 34 38 30 29 21 37 39 31 35 29 38 23 30 38 22 30 20 23 39 30 26 2252 25 22 32
leaf_count=23 26 23 20 36 20 34 38 30 29 21 37 39 31 35 29 38 23 30 38 22 30 20 23 39 30 26 2252 25 22 32
internal_value=0 -5.14402e-05 3.03718e-06 1.08496e-05 -2.99374e-05 -6.44355e-05 1.57335e-05 1.9576e-07 -1.25855e-06 -7.62349e-05 -0.000161268 1.06775e-06 -2.78415e-07 -1.83204e-06 1.81626e-07 -5.4334e-06 -0.000211795 5.24248e-05 8.35175e-05 3.9003e-05 7.95678e-05 0.000252844 3.56956e-06 5.77395e-05 0.000114308 -9.52897e-07 1.46291e-06 3.36499e-06 0.000129274 7.7405e-07
internal_weight=0 174 2947 151 128 108 72 2921 2891 87 66 2804 2784 2745 2710 2447 52 263 232 202 164 50 114 92 69 2395 2357 2331 47 2284
internal_count=3121 174 2947 151 128 108 72 2921 2891 87 66 2804 2784 2745 2710 2447 52 263 232 202 164 50 114 92 69 2395 2357 2331 47 2284
is_linear=0
shrinkage=0.1


Tree=2626
num_leaves=31
num_cat=0
split_feature=132 393 15 43 1186 50 1203 2 132 1429 156 11 0 475 1428 475 1429 1429 52 51 157 51 1371 474 2 2 0 133 151 2
split_gain=4.23366e-05 0.000255952 0.000160059 6.65465e-05 0.000265369 5.24321e-05 6.13948e-05 0.000109389 0.00012228 4.37566e-05 0.000164083 5.92531e-05 0.000313273 0.000133358 7.16029e-05 0.000143848 6.95926e-05 9.00075e-05 7.60934e-05 8.75224e-05 0.00101286 0.000302098 0.000228735 0.00014503 0.000153666 0.000355644 0.000342539 0.000180258 0.000116149 0.000110689
threshold=-0.083174999999999985 0.12069000000000002 0.092400000000000024 -0.011694999999999999 1.0000000180025095e-35 0.09227500000000001 0.084375000000000019 0.089320000000000024 -0.41094499999999995 -0.23752499999999996 0.32523500000000005 0.095720000000000013 0.024095000000000002 0.093020000000000005 -0.071779999999999997 0.055635000000000011 -0.081904999999999992 -0.066319999999999976 -0.56368999999999991 -0.085604999999999987 -0.086244999999999988 -0.089864999999999987 0.083235000000000017 0.089130000000000015 0.10981000000000002 0.097220000000000015 -0.067624999999999977 0.024320000000000005 -0.54917999999999989 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 -1 5 6 7 -5 -9 -2 11 13 -13 14 -11 16 -16 -18 -19 20 -20 23 28 24 25 29 -26 -28 -21 -22
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leaf_value=0.0001070477416521355 -0.00014671341865323483 0.00035107194448106123 -0.00028044436947675423 -0.00014360606255650054 -0.00038083285093307498 -0.00012240050721447915 0.00014553374264841701 0.00027533707623661035 -6.2753488410912137e-05 -0.00018428874273446303 0.00028714093845337633 6.9058290001778046e-05 -0.00041000715275350515 0.00022298860679560072 -0.00014555162413285651 0.000230746502940612 0.00021190728279179896 0.00014336239029135971 -0.00074120691693678974 -0.00024036416667513549 -8.574803223560666e-05 0.00032686149570872658 0.00024380992056252673 0.00022213920572539795 0.00027949163644783815 -0.00041468104900559415 3.0820084488838011e-05 -0.0003542466684302781 1.6935886780967794e-06 0.00015710451195406243
leaf_weight=38 20 21 25 35 20 25 36 20 23 21 20 39 21 27 33 27 20 36 20 20 102 25 39 20 37 32 31 20 2245 23
leaf_count=38 20 21 25 35 20 25 36 20 23 21 20 39 21 27 33 27 20 36 20 20 102 25 39 20 37 32 31 20 2245 23
internal_value=0 3.22302e-06 -4.20881e-05 -1.18398e-05 -4.02532e-05 8.75109e-06 3.75124e-05 -1.23436e-05 9.44979e-05 6.84861e-07 1.71634e-06 -2.95109e-07 -9.86146e-05 1.82842e-06 -3.4218e-07 1.07279e-06 -1.22139e-06 5.62463e-07 -1.03259e-06 -3.0212e-06 -5.29059e-05 -5.43685e-06 3.69072e-06 -3.67858e-05 -5.79225e-05 -0.000117215 4.786e-05 -0.000120186 -4.43787e-07 -4.10632e-05
internal_weight=0 2899 222 197 159 139 114 78 43 2878 2858 2838 60 2778 2751 2730 2703 2670 2650 2614 310 290 2304 265 245 157 88 51 2265 125
internal_count=3121 2899 222 197 159 139 114 78 43 2878 2858 2838 60 2778 2751 2730 2703 2670 2650 2614 310 290 2304 265 245 157 88 51 2265 125
is_linear=0
shrinkage=0.1


Tree=2627
num_leaves=31
num_cat=0
split_feature=156 475 1425 1426 1429 1429 1428 12 52 160 475 13 1374 42 484 484 403 133 1456 158 1447 158 12 34 4 156 1456 16 16 3
split_gain=4.72736e-05 0.000181958 5.92848e-05 4.41925e-05 5.571e-05 0.000105474 9.60411e-05 7.40472e-05 5.74132e-05 0.000326513 0.000125298 0.000630518 0.000226801 0.00026657 0.000133149 0.000372438 0.000521854 0.000164558 0.000173266 0.000129011 0.00022771 0.000184394 0.000120753 0.000118318 0.000275865 0.000121224 0.000118545 0.000115287 0.000495428 0.000128993
threshold=0.3248100000000001 0.13528000000000004 0.10129000000000002 1.0000000180025095e-35 -0.079324999999999993 -0.054654999999999988 0.090025000000000008 0.085250000000000006 -0.069804999999999992 -0.088854999999999976 -0.085684999999999997 -0.085744999999999988 0.084595000000000017 0.085935000000000025 -0.085934999999999984 -0.081614999999999979 -0.55327499999999985 0.048520000000000008 0.084415000000000004 0.10737500000000001 -0.082229999999999984 0.10412500000000001 0.087285000000000015 -0.057544999999999992 0.26450500000000005 -0.065739999999999979 0.11027500000000001 0.38525000000000004 0.15891500000000003 -0.16726499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 9 -7 11 -10 14 -14 17 -16 -17 22 -19 21 -21 23 -12 24 -18 -25 27 28 29 -27
right_child=-2 -3 -4 -5 5 8 -8 -9 10 -11 12 -13 13 -15 15 16 19 18 -20 20 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.00011258759262526165 -0.00014283650089055299 0.00029441902768753822 -0.00017255084690987133 0.00012999840288942393 0.00022991320671280846 -0.00037993271939922127 -0.0002750277896120679 -0.00015050563408294695 0.00053253381655667912 -1.2223107588427541e-05 0.00017270736182884623 -0.00012902038709880265 -0.00042924137764762586 -1.0990827418440446e-06 -0.00032016535726143048 0.0005171397038975556 0.00044573002596735026 0.00048260554554872218 8.7713376931787939e-05 6.1395632082801035e-05 -0.00029991618746960842 0.00031070631783222782 -0.00010705340882850579 0.00021135071812615797 -2.4937963903401841e-05 0.00016992593313182663 -0.00023283265730821191 0.00023946632121806034 -0.00042700164677053517 1.4786933295078943e-07
leaf_weight=23 23 21 20 26 20 25 20 20 25 709 27 34 26 33 35 20 20 20 25 33 37 20 36 27 33 46 22 20 27 1648
leaf_count=23 23 21 20 26 20 25 20 20 25 709 27 34 26 33 35 20 20 20 25 33 37 20 36 27 33 46 22 20 27 1648
internal_value=0 1.06044e-06 -9.41686e-07 1.81043e-07 -9.32534e-07 1.04267e-06 -9.39866e-05 -9.78135e-06 -5.10048e-07 -2.47473e-05 7.52524e-06 0.000151299 3.58897e-06 -0.000189772 9.03186e-06 3.15727e-06 8.95158e-06 0.000117168 0.000263221 3.69356e-06 -0.000129583 8.70128e-06 1.28441e-05 5.42396e-06 0.000152673 1.06409e-06 -2.15641e-06 7.58509e-07 -2.01555e-06 4.75814e-06
internal_weight=0 3098 3077 3057 3031 2968 63 43 2948 734 2214 59 2155 59 2096 1988 1953 108 45 1933 70 1863 63 1843 53 1790 1763 1741 1721 1694
internal_count=3121 3098 3077 3057 3031 2968 63 43 2948 734 2214 59 2155 59 2096 1988 1953 108 45 1933 70 1863 63 1843 53 1790 1763 1741 1721 1694
is_linear=0
shrinkage=0.1


Tree=2628
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 48 15 0 130 16 33 3 34 123 39 11 9 9 16 130 42 52 160 4 2 4 0 133 483 16 0
split_gain=4.03904e-05 0.00128322 0.000632549 0.000262071 4.48802e-05 0.00010287 9.84737e-05 0.00035205 7.30414e-05 4.36454e-05 0.000102201 5.43196e-05 0.000346921 0.000124683 0.000108803 0.000138709 6.3916e-05 4.89812e-05 0.00020197 0.000216132 0.000216823 0.000254076 0.00019796 0.000973852 0.000157543 0.000719409 0.000387325 0.000142438 0.000162871 0.000493578
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.086125000000000021 -0.10469999999999999 -0.073309999999999986 0.09364500000000002 -0.081299999999999983 0.085305000000000006 -0.010424999999999999 -0.057544999999999992 0.083805000000000004 0.089790000000000023 -1.0000000180025095e-35 0.092235000000000011 0.037245000000000007 -0.11227499999999999 0.089120000000000019 -0.090219999999999981 -0.07278999999999998 0.10493500000000001 0.065520000000000009 0.10188000000000001 0.053180000000000012 -0.080499999999999988 0.090665000000000009 0.098395000000000024 -0.23935499999999996 -0.10836499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 7 8 -7 11 -11 12 -4 -14 -13 16 17 18 19 -16 -21 27 24 -24 -19 -26 -27 28 -22 -30
right_child=2 -3 9 -5 -6 6 -8 -9 -10 10 -12 14 13 -15 15 -17 -18 22 -20 20 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.00021044116923197486 -0.00053729989211371339 0.00078469074990910801 0.00037110525574664483 -0.00038064056352595801 -0.00013256875102921515 -2.1900905188746177e-05 0.00015977062385865373 -0.00043530872862902471 0.00019261889551888176 -0.00025905744793514409 3.5084206697151614e-05 -0.00023205823410535231 7.6615747251628858e-05 -0.0002604046374298854 0.00024779947236917605 0.00021236288756030735 -0.00015346377018701148 6.0691733933511136e-06 -0.00029825705415322982 0.00028443148372129406 -2.0787451663275386e-06 -0.00036081121367412077 0.00066086157199202319 -2.4782209365685559e-05 -0.00060881248032471731 -0.00018071875698120904 0.00034831233588465698 0.00020525642973370849 -0.00056897882196525729 -3.3412005935052903e-05
leaf_weight=24 22 21 27 20 22 65 26 20 21 21 27 20 23 21 30 31 27 1979 26 21 282 24 27 89 23 31 25 25 22 79
leaf_count=24 22 21 27 20 22 65 26 20 21 21 27 20 23 21 30 31 27 1979 26 21 282 24 27 89 23 31 25 25 22 79
internal_value=0 4.14113e-05 -3.12511e-06 -3.74214e-05 1.14256e-06 1.99993e-05 -1.46265e-05 -5.74032e-05 3.04818e-05 9.55393e-07 -9.36028e-05 2.55807e-06 8.89226e-05 -8.42349e-05 3.37181e-07 2.03288e-06 -3.7311e-07 1.1675e-06 -2.67564e-05 -1.21414e-05 -2.9356e-05 -4.46096e-05 7.70533e-06 0.000134807 5.41173e-07 -0.000137939 5.54558e-05 -2.60095e-05 -4.11052e-05 -0.00015007
internal_weight=0 219 2902 198 178 156 132 106 86 2880 48 2832 71 44 2761 2741 2710 2683 509 483 453 432 2174 116 2058 79 56 408 383 101
internal_count=3121 219 2902 198 178 156 132 106 86 2880 48 2832 71 44 2761 2741 2710 2683 509 483 453 432 2174 116 2058 79 56 408 383 101
is_linear=0
shrinkage=0.1


Tree=2629
num_leaves=31
num_cat=0
split_feature=10 0 11 9 2 34 43 43 482 484 457 401 12 12 401 43 4 15 52 16 16 15 12 4 43 43 1372 133 13 15
split_gain=4.47534e-05 0.000165134 0.000102925 7.79084e-05 8.67724e-05 4.49534e-05 4.88586e-05 0.000166798 0.000153976 0.000245215 0.000130554 0.000124219 0.000137818 0.000239433 0.000208289 0.000213288 0.000159838 0.000141347 0.000267259 0.000165673 0.000162094 0.000337857 0.000147073 0.000247769 0.000111501 9.41836e-05 0.000431809 0.000312251 0.000410295 0.000163454
threshold=0.053330000000000009 -0.079829999999999998 -1.0000000180025095e-35 0.088235000000000022 -0.080614999999999978 -0.085114999999999982 -0.09002499999999998 -0.090869999999999992 0.089745000000000005 0.085740000000000011 -0.082129999999999981 0.11769000000000002 0.093965000000000007 0.10408500000000002 0.091320000000000026 -0.095049999999999982 -0.085719999999999977 0.09006500000000002 0.091275000000000009 -0.077879999999999991 -0.15241499999999997 0.084840000000000013 0.089410000000000003 -0.010024999999999997 -0.13868499999999997 -0.085739999999999997 -0.077034999999999978 0.087285000000000015 -0.082904999999999993 -0.015744999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 7 8 9 10 -7 12 14 16 15 17 -14 18 19 20 -12 -22 23 -21 -18 27 -27 28 -8 -29
right_child=1 -3 3 -5 5 6 25 -9 -10 -11 11 -13 13 -15 -16 -17 24 -19 -20 22 21 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00020394873898476365 -0.00029942637686516444 2.237131316528226e-05 0.00020954025218088645 -0.00014812276457502906 0.0001463359213500683 0.00025007201607381416 -0.00049176760912814641 0.00031087582203326747 -0.00023074997631056249 0.00035483803605364467 -9.6787038346519692e-05 0.00023707262201545142 0.00042567547630328184 -5.4755624760697461e-05 -0.00035846202933628648 -0.00026489197429548246 -4.9765251575687822e-05 0.00026176890905844631 -0.00034490670520674691 -9.6631433073277801e-06 0.00053193659696262332 4.0130257494402704e-06 0.00015251220282389905 -0.00043415782678493995 0.00026993641309672965 0.00046079348292551005 -5.8769503837152091e-06 -7.6575615908950582e-05 -1.136058916017646e-05 0.00028878361505727906
leaf_weight=25 23 52 20 35 21 22 32 20 24 22 20 21 22 76 21 33 24 20 22 44 22 27 23 20 20 20 2301 25 40 24
leaf_count=25 23 52 20 35 21 22 32 20 24 22 20 21 22 76 21 33 24 20 22 44 22 27 23 20 20 20 2301 25 40 24
internal_value=0 -7.63133e-05 1.87903e-06 2.06823e-07 1.94545e-06 5.45618e-07 -4.93973e-07 2.78863e-05 1.61683e-05 2.90791e-05 1.26793e-05 9.46387e-08 -1.25362e-05 6.62521e-05 -5.69327e-05 -2.9521e-05 0.000205594 9.70754e-06 -1.8614e-05 2.74017e-05 0.000143119 0.00024104 -6.43742e-05 -0.000142318 9.55537e-05 -6.33971e-06 -1.85566e-06 -9.23518e-05 -0.000224875 0.000102376
internal_weight=0 75 3046 3021 2986 2966 2945 503 483 459 437 415 394 142 252 231 66 198 178 156 69 49 87 64 44 2442 2321 121 72 49
internal_count=3121 75 3046 3021 2986 2966 2945 503 483 459 437 415 394 142 252 231 66 198 178 156 69 49 87 64 44 2442 2321 121 72 49
is_linear=0
shrinkage=0.1


Tree=2630
num_leaves=31
num_cat=0
split_feature=131 1204 1203 132 1185 1203 1211 1211 128 38 15 15 133 43 16 16 2 401 16 133 52 43 16 0 42 42 16 13 13 159
split_gain=4.14432e-05 4.88746e-05 0.000118469 5.74771e-05 0.000298929 0.000183115 5.22658e-05 8.43524e-05 4.96282e-05 7.7223e-05 5.32739e-05 0.000106461 0.000107403 0.00028178 0.000283781 0.000133905 9.7069e-05 8.95258e-05 0.000375837 0.000102227 8.41379e-05 0.000212634 0.000442248 0.000189737 0.000727072 0.000653931 0.000513615 0.000485068 0.000785595 0.000333843
threshold=0.13857500000000003 0.058775000000000008 -1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.12711000000000003 0.11789500000000001 0.11876500000000001 0.10828500000000001 0.11728000000000001 0.11842000000000001 0.017095000000000003 -0.079734999999999986 -0.034884999999999992 -0.029084999999999996 0.10060500000000001 -1.0000000180025095e-35 -0.069894999999999985 0.50628500000000021 0.084240000000000023 0.070450000000000013 -0.13941499999999998 -0.078904999999999989 0.090690000000000007 0.089625000000000024 -0.079734999999999986 -0.050064999999999991 -0.077799999999999994 0.04105000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 8 9 10 17 -12 13 -13 -15 -14 -16 18 -6 20 -19 23 -23 24 25 29 -26 28 -25 -22
right_child=-2 -3 3 4 6 -7 -8 -9 -10 -11 11 12 15 14 16 -17 -18 19 -20 -21 21 22 -24 27 26 -27 -28 -29 -30 -31
leaf_value=0.00021060304247334395 -0.00013373854466329287 -0.00014752629365168767 -1.9340168090115961e-05 0.00037963949781399047 0.00010439309266985219 -0.00033932908729184419 -0.00013751137873812156 0.00019733051674186505 0.00015770813524341066 -0.00017534265946596861 0.00027329171440214849 0.00027842023426273956 0.00029889756884725875 -0.00046293023951875516 -0.00015362795132941323 -1.1161795118823649e-05 0.00015419960418512347 9.73595540503723e-06 -0.00040746773803011126 0.00017819432287069503 -2.0796601921095658e-05 -0.00051168065580255921 3.0415903764900153e-05 -2.056794686583229e-05 0.00014276529144909648 -0.00050591787310420638 0.00075181716674705974 5.6682879727113209e-05 -0.00062826580413255018 0.00037293687257814508
leaf_weight=27 23 22 169 21 32 20 27 22 20 25 20 20 26 20 21 30 20 1801 26 32 338 27 34 52 45 27 20 95 36 23
leaf_count=27 23 22 169 21 32 20 27 22 20 25 20 20 26 20 21 30 20 1801 26 32 338 27 34 52 45 27 20 95 36 23
internal_value=0 9.92888e-07 2.05512e-06 2.08351e-07 3.73788e-06 -5.32014e-05 9.57346e-07 2.28688e-06 7.48903e-07 -3.84376e-07 1.20905e-06 5.77702e-05 2.63072e-05 -4.73135e-05 -0.000154111 0.000132794 -3.46817e-06 -2.22221e-06 -0.000125062 5.93875e-07 -1.68123e-06 -3.11825e-05 -0.000209528 -1.40769e-05 2.06386e-05 -3.12152e-05 0.000330166 -0.000100012 -0.000269172 4.28891e-06
internal_weight=0 3098 3076 3049 2860 189 2839 2812 2790 2770 2745 157 137 81 61 56 41 2588 58 2530 2498 697 61 636 453 388 65 183 88 361
internal_count=3121 3098 3076 3049 2860 189 2839 2812 2790 2770 2745 157 137 81 61 56 41 2588 58 2530 2498 697 61 636 453 388 65 183 88 361
is_linear=0
shrinkage=0.1


Tree=2631
num_leaves=31
num_cat=0
split_feature=130 10 3 1 376 376 1427 156 1428 52 52 1374 151 49 2 2 0 484 51 157 51 1375 1452 474 474 474 15 157 157 0
split_gain=4.17509e-05 0.000119165 0.000119681 7.51637e-05 5.23549e-05 6.85109e-05 4.89917e-05 0.00010573 0.000193347 6.19236e-05 0.000251475 0.00016543 0.000275778 0.000192093 0.000129868 0.000166518 0.000158912 0.000152121 0.000262057 0.000183388 0.000211315 0.000161097 0.000157288 0.000136808 0.000645828 0.000296631 0.000140101 0.000168672 0.000325483 0.000264528
threshold=-0.23647499999999996 -0.38124499999999995 -0.0063699999999999989 0.16540500000000002 -0.18919999999999998 -0.083489999999999981 0.094380000000000006 0.3248100000000001 0.094820000000000015 -0.015539999999999998 -0.013374999999999998 0.088460000000000011 -0.16761999999999996 0.26982 0.12198500000000001 0.11411 -0.067624999999999977 0.11492000000000001 -0.44986999999999994 0.41580000000000006 -0.26614999999999994 -0.23256999999999997 0.088360000000000008 0.088435000000000014 0.085860000000000006 0.089435000000000014 -0.0092699999999999987 -0.00078499999999999989 -0.082134999999999986 -0.014954999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 7 8 9 11 -11 12 13 -7 15 17 -17 18 -14 20 -20 -22 23 24 26 -25 -23 28 -28 -29
right_child=1 3 -4 -5 5 6 -8 -9 -10 10 -12 -13 14 -15 -16 16 -18 -19 19 -21 21 22 -24 25 -26 -27 27 29 -30 -31
leaf_value=-0.00014401968655874953 0.00034535302918811797 0.00014710637199944661 3.5474808620555067e-06 -0.00018551316772407684 -0.00018116938673691559 0.00040950991469435396 0.00012125536788627154 -0.00021967331095683305 0.00025729993930295237 0.00030563647783960087 3.7625731208551853e-06 -0.00025399856143242991 -0.00038640183889323719 1.3433840983149518e-05 8.572213181518388e-05 -7.7456809275176832e-05 -0.00043468386778840792 0.00018448371081376537 -0.0003232248694985174 0.00023271765788264863 0.00022730775575231142 -7.703003424409424e-05 0.00023224536368312936 0.00039777662715918967 -0.00051565923931775617 -3.7075489331806649e-05 -2.1958409723765727e-05 6.2872334609596423e-05 0.00047770149791507394 -0.00027183787072620666
leaf_weight=20 20 24 21 22 21 25 33 22 29 28 1912 30 21 24 90 33 20 32 25 26 24 315 21 21 30 62 32 83 22 33
leaf_count=20 20 24 21 22 21 25 33 22 29 28 1912 30 21 24 90 33 20 32 25 26 24 315 21 21 30 62 32 83 22 33
internal_value=0 9.28863e-07 0.000170282 -1.34025e-06 -6.538e-09 -1.17797e-06 8.4912e-08 -1.26597e-06 3.69478e-07 -2.19188e-06 8.11952e-06 -2.28359e-05 -1.54506e-05 0.000215513 -2.81666e-05 -4.0979e-05 -0.000212259 -2.88266e-05 -3.83734e-05 -2.78422e-05 -3.79838e-05 -2.68935e-05 -3.67495e-05 -4.61958e-05 -6.53975e-05 7.29473e-05 -3.75463e-05 3.56148e-05 0.000181607 -3.23469e-05
internal_weight=0 3101 41 3060 3038 3014 2993 2960 2938 2909 1940 969 939 49 890 800 53 747 715 694 668 643 619 598 515 83 485 170 54 116
internal_count=3121 3101 41 3060 3038 3014 2993 2960 2938 2909 1940 969 939 49 890 800 53 747 715 694 668 643 619 598 515 83 485 170 54 116
is_linear=0
shrinkage=0.1


Tree=2632
num_leaves=31
num_cat=0
split_feature=475 484 1371 0 475 474 1 4 133 475 11 12 1428 1 52 12 16 160 160 133 457 160 1447 52 160 13 160 13 43 133
split_gain=4.69428e-05 0.000444567 0.000203533 0.00062235 0.000165921 9.33365e-05 0.000107644 0.000290648 0.000122224 8.42593e-05 5.31616e-05 0.000231402 0.000191791 0.000112263 9.27404e-05 0.000194803 0.000190014 5.3409e-05 0.000175422 0.000301114 0.000293087 0.000269567 0.000407512 0.000369305 0.000300557 0.000261721 0.000198704 0.000522343 0.00017645 0.000167663
threshold=-0.085774999999999976 0.085790000000000019 0.083235000000000017 -0.089269999999999988 -0.08663499999999999 0.089190000000000005 0.10234000000000001 -0.065794999999999979 0.085355000000000014 -0.085444999999999979 0.090070000000000025 0.10149500000000002 0.090025000000000008 0.11669000000000002 -0.54533999999999982 0.09334000000000002 0.40737000000000007 -0.089549999999999991 -0.063384999999999983 0.085265000000000021 1.0000000180025095e-35 -0.025879999999999997 -0.085804999999999979 -0.012859999999999998 -0.014869999999999998 -0.079969999999999986 -0.0071899999999999993 -0.078279999999999975 -0.081944999999999976 0.084760000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 -4 5 6 7 -1 -9 -2 12 -12 14 -13 15 16 -11 29 19 28 25 23 -23 -20 -24 -21 27 -26 -19 -16
right_child=2 -3 3 -5 -6 -7 -8 8 -10 10 11 13 -14 -15 17 -17 -18 18 21 20 -22 22 24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00042907477367076682 -0.00020480221968682602 -0.00040789249896047773 -0.00012687697829581642 0.00062842928113241217 0.00028843973537732379 0.00017621653307287489 0.00010060235233443868 0.000121526730943129 -0.00019176123329089022 3.4314119589648077e-05 0.0003198267244173352 -0.00016728073644723434 -0.0002371914619074874 0.00012637053049452927 -1.418980788439141e-05 -0.00012031194819428492 0.00045971488774133222 -0.00022892010396446949 -3.6739727379013366e-05 -0.00068104187445160711 2.4925476117503075e-05 -0.00042197385512775763 0.00029614550187355188 0.00054954107105177608 -0.00058570759894791989 -0.00017558176012244075 8.8261040556157308e-07 0.00013702544667467011 3.3823582881146782e-05 0.00011380247870792696
leaf_weight=22 20 29 24 20 20 20 30 33 20 21 27 30 34 23 294 22 21 32 22 21 21 23 34 21 20 20 1893 20 127 157
leaf_count=22 20 29 24 20 20 20 30 33 20 21 27 30 34 23 294 22 21 32 22 21 21 23 34 21 20 20 1893 20 127 157
internal_value=0 -5.04723e-05 2.98004e-06 0.000216444 2.10118e-05 -2.17767e-05 -5.94897e-05 -0.000123527 3.30486e-06 -2.55375e-07 1.16361e-06 8.15428e-05 -1.13048e-06 -3.98472e-05 1.76807e-06 0.000120746 0.000247015 -1.04694e-06 -7.33237e-06 -9.19454e-05 -0.000278872 1.86561e-06 -3.48709e-06 0.000249583 1.40625e-06 -0.000434476 -3.77799e-06 -0.000224341 -1.90556e-05 3.03663e-05
internal_weight=0 174 2947 44 145 125 105 75 53 2903 2883 80 2803 53 2769 64 42 2705 2254 221 62 2033 1990 43 1967 41 1933 40 159 451
internal_count=3121 174 2947 44 145 125 105 75 53 2903 2883 80 2803 53 2769 64 42 2705 2254 221 62 2033 1990 43 1967 41 1933 40 159 451
is_linear=0
shrinkage=0.1


Tree=2633
num_leaves=31
num_cat=0
split_feature=132 1186 394 15 50 133 49 2 52 130 130 393 1176 390 481 0 481 484 0 133 133 484 42 1429 150 4 4 403 4 4
split_gain=4.34281e-05 0.00121644 0.000585838 0.000139213 5.03829e-05 4.86873e-05 6.04385e-05 6.963e-05 4.06942e-05 3.91668e-05 0.000125529 5.14167e-05 4.96052e-05 6.09825e-05 4.38244e-05 0.000347083 0.000107652 0.000868505 0.000321747 6.24405e-05 0.000304296 0.000227591 0.000209745 0.00025687 0.000357162 0.000207244 0.000221515 0.00033117 0.000263665 0.000678604
threshold=-0.083284999999999984 0.049580000000000006 0.11233000000000001 0.092400000000000024 0.09227500000000001 -0.45516499999999999 0.09567500000000001 0.089125000000000024 0.08568000000000002 -0.22699999999999995 -0.093639999999999987 0.092175000000000021 0.086510000000000017 0.087070000000000022 -0.15265499999999996 -0.082284999999999983 -0.086484999999999992 -0.081614999999999979 -0.087184999999999985 0.089405000000000012 0.089755000000000015 0.113085 -0.16797499999999996 0.083725000000000008 0.10081500000000002 -0.095774999999999985 -0.085594999999999991 -0.5492149999999999 -0.081839999999999982 -0.080094999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 -1 7 8 -7 -2 -11 12 13 14 15 -12 17 18 -16 -18 -21 22 -22 24 25 -24 -27 -28 -29 -30
right_child=2 -3 -4 -5 -6 6 -8 -9 -10 10 11 -13 -14 -15 16 -17 19 -19 -20 20 21 -23 23 -25 -26 26 27 28 29 -31
leaf_value=0.00015532754264684272 -0.00012928676973704409 0.00078636164456838745 -0.00051731380358846361 -0.00025243242876604201 -0.00013459807578328765 4.9772611546746278e-05 -0.00014948513980134919 0.00019232016209224683 -9.1515417958968712e-05 0.00017991145230972997 -0.00028849689688561765 -0.00013319983644860574 0.0001575669227167964 -0.00017447482563511587 0.00013831482509929282 0.00023944065542309546 8.0328211827687065e-06 0.00065575757429802003 -0.00042211908134049737 -0.00039350098906487056 -0.00031171359162544837 0.000263533512754423 0.00020124267429332023 -0.00026990567526514201 0.00041719079148606398 -0.00032920302863506857 0.00029775442024167149 -0.00031685041299169827 0.00047478940217003516 -5.5548609287333386e-05
leaf_weight=23 23 20 22 25 24 47 23 21 36 39 33 29 20 20 21 20 2013 21 20 22 25 28 41 37 20 24 31 32 26 335
leaf_count=23 23 20 22 25 24 47 23 21 36 39 33 29 20 20 21 20 2013 21 20 22 25 28 41 37 20 24 31 32 26 335
internal_value=0 4.29403e-05 -3.24049e-06 -3.17754e-05 -7.18244e-08 2.14524e-05 -2.79273e-06 2.96489e-05 -1.15089e-05 6.86456e-07 1.73279e-06 -7.33129e-07 6.44259e-07 -4.89166e-07 7.76645e-07 -8.92752e-05 2.54695e-06 0.000132793 -0.000135068 -5.18814e-07 -2.82393e-05 -1.4824e-05 -2.84738e-05 -1.5505e-05 2.98783e-06 -1.3953e-05 -3.36472e-05 -1.69177e-05 -4.17391e-05 -1.73525e-05
internal_weight=0 219 2902 199 174 150 127 104 83 2880 2857 2818 2789 2769 2749 53 2696 62 41 2634 621 599 571 546 509 489 448 424 393 361
internal_count=3121 219 2902 199 174 150 127 104 83 2880 2857 2818 2789 2769 2749 53 2696 62 41 2634 621 599 571 546 509 489 448 424 393 361
is_linear=0
shrinkage=0.1


Tree=2634
num_leaves=31
num_cat=0
split_feature=130 39 15 52 1213 1210 13 52 3 12 13 401 42 133 52 393 1447 403 484 0 1452 150 49 1447 3 0 0 1 48 0
split_gain=4.49227e-05 8.12243e-05 4.18892e-05 4.62882e-05 0.000131804 0.00033601 0.000531867 0.000153154 0.000414338 0.000479155 0.000161227 0.000156068 0.000142039 0.000123691 0.000111247 0.000112266 0.000114847 0.000466545 0.000423146 0.000314908 9.9553e-05 9.71745e-05 0.000251105 0.000103674 0.000110802 0.00012287 0.000275195 0.000358248 0.000174173 0.000171897
threshold=-0.23123999999999997 0.15619500000000003 0.23208000000000004 0.091275000000000009 0.104315 -0.05860499999999999 -0.051094999999999995 0.10898500000000001 -0.072624999999999981 0.095110000000000014 -0.39067499999999994 -0.06959499999999999 0.084145000000000011 0.14779000000000003 0.090245000000000006 0.11333500000000001 -0.085684999999999997 -0.55276999999999987 -0.081684999999999994 -0.087414999999999979 -0.073879999999999987 0.08882000000000001 -0.014169999999999999 -0.086304999999999979 0.11296500000000002 -0.08095999999999999 -0.082844999999999988 0.092390000000000014 0.082620000000000013 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 14 5 6 -5 8 9 12 -9 -12 -7 21 15 16 18 -18 19 -2 -19 22 -13 -24 25 26 27 28 29 -25
right_child=1 -3 -4 4 -6 7 -8 10 -10 -11 11 13 -14 -15 -16 -17 17 20 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00013923959771130719 0.00015971206213483434 -0.00020190668752547935 0.00012918844365049156 0.00063194295740686367 -0.00021550684391781141 -4.6147042004845278e-05 -9.7348869749112063e-05 0.00022532054159845368 -0.00047846450422555254 0.00036181665541928102 0.00023249464511932078 -0.0003113933925245268 -0.00034452107410524384 -0.00025073570501990615 0.00019722839892589644 0.00023359462031207628 -0.0004613528479405266 -0.00022063697597332068 0.00039004393817295379 -0.00032084215193754068 3.4915450884884187e-06 0.00018279762318177913 -0.00018903751323402199 0.00022746080344283352 -0.0002178266106056981 -4.0139618297308477e-05 0.00042945589113514872 -0.00034763166193096414 -0.00016668802200001665 -0.00010249113460304216
leaf_weight=23 30 20 25 20 34 39 20 28 27 23 23 30 27 25 30 21 22 20 34 25 2178 22 30 75 21 168 20 21 20 20
leaf_count=23 30 20 25 20 34 39 20 28 27 23 23 30 27 25 30 21 22 20 34 25 2178 22 30 75 21 168 20 21 20 20
internal_value=0 -1.03374e-06 2.71481e-07 -7.84177e-07 -2.3507e-05 -1.3601e-05 0.000267297 -3.17528e-05 -0.000135332 -3.12362e-05 -7.86562e-06 -2.16113e-05 -0.000168209 -3.45415e-05 5.88823e-06 3.42462e-06 1.33126e-06 -3.1342e-06 0.000112717 -5.87217e-05 1.45216e-06 -2.18838e-05 -3.30023e-05 -1.0731e-05 4.77396e-06 1.92018e-05 8.31079e-05 3.21744e-05 0.00010153 0.000157997
internal_weight=0 3098 3078 3053 693 659 40 619 116 89 503 475 66 452 2360 2330 2309 2220 89 55 2198 427 405 375 345 324 156 136 115 95
internal_count=3121 3098 3078 3053 693 659 40 619 116 89 503 475 66 452 2360 2330 2309 2220 89 55 2198 427 405 375 345 324 156 136 115 95
is_linear=0
shrinkage=0.1


Tree=2635
num_leaves=31
num_cat=0
split_feature=1446 1446 154 474 1420 0 0 52 11 42 3 11 33 4 1429 160 2 160 9 15 13 13 4 13 13 0 160 16 15 0
split_gain=4.09708e-05 6.38057e-05 6.36129e-05 0.000126312 0.000100577 5.87751e-05 0.000278724 0.000185542 0.000198759 0.000247496 0.000117023 6.97581e-05 8.06038e-05 6.28735e-05 0.000190089 0.000162725 0.000286271 0.000154701 6.11528e-05 0.000197801 7.29212e-05 6.7407e-05 0.000465468 0.000206491 0.000156603 9.17014e-05 0.000179966 0.000177908 0.000165668 0.000151072
threshold=0.11655500000000001 0.11061000000000001 0.084190000000000001 -0.26322499999999993 1.0000000180025095e-35 0.10455500000000001 0.12113000000000002 0.095415000000000014 0.090070000000000025 0.075730000000000006 -0.24163499999999996 -0.011194999999999998 -0.009184999999999997 -0.15289999999999995 -0.026244999999999997 0.010565000000000001 0.082850000000000021 -1.0000000180025095e-35 0.088235000000000022 -0.10324499999999999 -0.039649999999999998 -0.097984999999999989 -0.078629999999999992 -0.096404999999999991 -0.094514999999999988 -0.10151999999999999 0.085045000000000023 -0.11118499999999999 -0.11713499999999999 -0.16360999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 11 -7 8 9 10 -8 -5 -13 14 -14 16 -16 -18 21 20 -20 22 -15 -23 -25 26 28 -27 29 -24
right_child=-2 -3 -4 4 -6 6 7 -9 -10 -11 -12 12 13 18 15 -17 17 -19 19 -21 -22 23 25 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0001989515602872416 -0.00010460362949792448 0.00015430682089774767 0.00016933416812786494 0.00016855154267977923 0.00020467315043788404 -0.00039091180769901257 -0.00012179576508722015 0.00022696641357874294 0.00018934417080758564 0.0001194147676539036 -0.00044109467319988955 -0.000189892508966626 -0.00020847391239261592 -0.00045365251686374768 -0.00013663722240143334 -8.0303950724502264e-05 0.00012549864104351938 0.00040900800499672958 0.00010846946621313691 0.0003554072747283499 -0.00015833563686880683 0.00030643844240165147 1.7635026203303521e-05 -0.00022462932404690244 1.6551463951063161e-06 -0.0003373588333488442 -0.00022328624409451354 1.5145276102419126e-05 -1.699311289580931e-05 0.00034737150328069356
leaf_weight=32 37 27 22 25 24 22 22 27 22 22 24 22 22 26 23 34 39 38 20 20 21 22 24 31 2278 22 23 41 76 33
leaf_count=32 37 27 22 25 24 22 22 27 22 22 24 22 22 26 23 34 39 38 20 20 21 22 24 31 2278 22 23 41 76 33
internal_value=0 1.25498e-06 -9.68009e-08 -1.32497e-06 7.80945e-07 -8.61691e-07 -6.43529e-05 -2.94863e-06 -7.19231e-05 -0.000156451 -0.000288386 2.2458e-06 7.68839e-07 2.27065e-06 6.39573e-05 0.000108685 0.000172941 0.000265412 -1.37862e-06 9.75817e-05 -2.81868e-05 -3.72201e-06 -5.36182e-05 1.52233e-06 -1.38289e-06 -6.12556e-06 3.49964e-05 -0.000107951 7.96618e-05 0.000208535
internal_weight=0 3084 3057 3035 3003 2979 139 117 90 68 46 2840 2815 2793 156 134 100 77 2637 61 41 2576 245 2331 2309 219 156 63 133 57
internal_count=3121 3084 3057 3035 3003 2979 139 117 90 68 46 2840 2815 2793 156 134 100 77 2637 61 41 2576 245 2331 2309 219 156 63 133 57
is_linear=0
shrinkage=0.1


Tree=2636
num_leaves=31
num_cat=0
split_feature=33 9 16 132 1185 1203 41 41 159 484 52 3 12 2 483 1456 52 4 1456 158 50 43 43 474 1420 1429 1429 484 1456 480
split_gain=4.91638e-05 5.02197e-05 0.000196541 4.28266e-05 0.00023424 0.000136303 5.22622e-05 0.000221768 6.18772e-05 5.35143e-05 0.000170664 0.000101489 0.000145915 8.5943e-05 7.0567e-05 8.86784e-05 0.000237003 0.000285557 6.51573e-05 7.01134e-05 9.27176e-05 0.000282963 0.000701177 9.99497e-05 0.000105462 0.000102413 0.000102413 0.000102477 8.95028e-05 0.000286152
threshold=-0.044254999999999996 0.088235000000000022 -0.059624999999999991 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.086565000000000017 0.091290000000000024 0.16394500000000004 -0.12700499999999998 -0.020999999999999994 -0.085709999999999995 0.08598500000000002 0.090790000000000023 -0.22060499999999997 -0.16130999999999998 0.51358000000000004 -0.013514999999999998 -0.10108499999999998 0.11245500000000001 -0.099524999999999988 -0.095049999999999982 -0.064334999999999989 -0.26322499999999993 1.0000000180025095e-35 0.11023000000000001 0.09011000000000001 -0.091749999999999984 0.091180000000000011 0.086995000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 8 -8 9 10 11 13 -13 -6 -11 16 17 -16 -17 20 21 -20 -23 -22 25 26 27 -25 -29 -30
right_child=1 2 -4 4 6 -7 7 -9 -10 14 -12 12 -14 -15 15 18 -18 -19 19 -21 23 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.00014896196940257639 -1.2165510270100336e-05 4.5011342054505535e-05 -0.0003153064294868576 0.00033684391944137007 -3.1546737021847591e-05 -0.00025220473572786704 0.00035730596818688183 -3.9150725290731556e-05 -0.00014577589746954018 0.00018030921124764497 0.00023292120448143293 -0.00027829698583809657 4.4138616294731038e-05 0.00024491571490547028 -0.00047173810673666598 0.00017071539692882325 0.00016632062615826727 1.1174583778483794e-05 -0.00019360707645484416 -0.00013516075414372609 -0.00017905639861055534 0.00057909378592739817 -0.0001420886766932374 -0.00017799900021848525 0.00022753309531253763 -0.00019317503086183156 0.00019284560327866563 -3.2125237169878011e-06 0.00041522291598084849 -0.00011970898791332729
leaf_weight=22 191 41 24 21 23 27 21 43 29 21 41 25 32 22 25 22 21 24 22 39 32 28 26 33 20 28 27 2151 20 20
leaf_count=22 191 41 24 21 23 27 21 43 29 21 41 25 32 22 25 22 21 24 22 39 32 28 26 33 20 28 27 2151 20 20
internal_value=0 -1.05749e-06 -8.80291e-05 8.05779e-07 4.11146e-06 -4.18951e-05 1.6115e-06 9.09366e-05 -4.81798e-07 1.07761e-06 6.06108e-05 -8.65116e-06 -9.72805e-05 0.000103613 -2.24918e-06 -3.75971e-06 -0.00011475 -0.000235209 -6.11672e-07 -2.15263e-06 2.46171e-09 0.000108697 0.000231858 -3.54142e-06 -1.09841e-06 -3.10483e-06 -7.40558e-07 -3.09075e-06 -4.56349e-07 0.000147757
internal_weight=0 3099 65 3034 2816 218 2795 64 2731 2702 143 102 57 45 2559 2538 70 49 2468 2446 2407 76 54 2331 2299 2279 2251 2224 2191 40
internal_count=3121 3099 65 3034 2816 218 2795 64 2731 2702 143 102 57 45 2559 2538 70 49 2468 2446 2407 76 54 2331 2299 2279 2251 2224 2191 40
is_linear=0
shrinkage=0.1


Tree=2637
num_leaves=31
num_cat=0
split_feature=1429 156 475 471 46 1428 474 3 1 1 33 2 132 50 402 3 1 2 12 52 13 1 2 1212 402 13 15 160 160 457
split_gain=4.54748e-05 0.000132879 0.000143766 6.45766e-05 6.10394e-05 0.000100655 0.00013578 7.20703e-05 5.00065e-05 0.000758448 0.000548471 0.000202177 0.0011751 0.00171554 0.000607723 0.000688087 0.000418563 0.000388702 0.00032611 0.000433589 0.000459136 0.00034724 0.000211148 0.000495612 0.000223395 0.000206152 0.000195211 0.00018964 0.000349485 0.000161327
threshold=0.12521000000000002 0.3248100000000001 0.13528000000000004 -0.071899999999999978 0.084955000000000017 -0.071779999999999997 -0.25711499999999993 0.10893000000000001 0.091535000000000019 0.09202500000000001 -1.0000000180025095e-35 0.083715000000000026 -0.083284999999999984 0.10965000000000001 0.10708500000000001 -0.015584999999999998 0.089625000000000024 0.083865000000000009 0.086095000000000019 -0.04127999999999999 -0.012549999999999997 0.086255000000000012 0.084145000000000011 0.041590000000000009 0.23460000000000003 -0.087529999999999983 -0.036009999999999993 -0.55248999999999981 -0.53908999999999996 0.10487
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -6 11 -10 -11 12 -8 14 15 18 17 -13 19 -14 25 -20 23 -19 27 -21 -23 -24 -29 -30
right_child=-2 -3 -4 4 7 6 8 -9 9 10 -12 16 13 -15 -16 -17 -18 22 21 20 -22 26 24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00016443877708904138 0.00015030542140152649 -0.00025166302498075228 0.00026149520001906369 -0.0001973977375130814 0.00025733153895998842 0.00025359610666609591 0.00080112129594670563 2.6487816139706414e-06 -0.00058777959455493032 0.00046537341695511718 -1.9041265698245567e-05 -0.00041009241818835073 -0.00028042393416399136 -0.00086816925424500375 0.00047357117162189551 0.00056161859380233147 -0.0004622085447772406 0.0005279292094087396 -0.00037003067308331893 0.00032793174882086041 0.0006285637674967471 0.00020976904809780032 -0.00028256328280448268 -0.00013728561461903154 -0.0003115724987330158 -6.4927502321284811e-05 -8.5932144864591937e-05 0.00039358604420988778 5.2578127584499852e-06 -0.00024143641053847708
leaf_weight=24 20 21 21 26 20 21 21 25 23 24 895 23 20 20 36 23 20 24 36 22 22 29 23 21 23 34 97 23 1457 27
leaf_count=24 20 21 21 26 20 21 21 25 23 24 895 23 20 20 36 23 20 24 36 22 22 29 23 21 23 34 97 23 1457 27
internal_value=0 -9.69396e-07 7.39879e-07 -1.0502e-06 2.41831e-07 -1.49796e-06 2.20462e-07 0.000115841 -1.58752e-06 -2.05859e-05 -6.39061e-06 7.35624e-06 7.52212e-05 3.02539e-05 8.65814e-05 3.7353e-05 -7.53186e-06 -1.92203e-06 -9.02435e-06 0.000134968 0.000241479 -9.6131e-05 3.95276e-06 0.000217496 -2.2349e-06 8.94101e-05 -1.78739e-05 2.41528e-06 6.76465e-06 7.69441e-07
internal_weight=0 3101 3080 3059 3035 2990 2964 45 2943 942 919 2001 360 339 319 283 1641 1621 260 98 78 162 1598 45 1553 56 126 1530 1507 1484
internal_count=3121 3101 3080 3059 3035 2990 2964 45 2943 942 919 2001 360 339 319 283 1641 1621 260 98 78 162 1598 45 1553 56 126 1530 1507 1484
is_linear=0
shrinkage=0.1


Tree=2638
num_leaves=31
num_cat=0
split_feature=132 394 1203 1429 156 11 0 472 471 1429 475 1428 1426 52 2 1419 1455 12 1447 52 1447 52 475 160 1 1375 3 475 475 1447
split_gain=5.0259e-05 0.000223248 0.000115255 4.71325e-05 0.000181776 6.87347e-05 0.000278516 0.0001071 5.7166e-05 0.000182788 7.77161e-05 0.000122459 6.25127e-05 6.48061e-05 0.000137536 6.87878e-05 9.05606e-05 0.000194523 0.000101877 0.000459452 0.000302496 0.000292097 8.74674e-05 0.000585134 0.000449818 0.000219449 0.000622522 0.000199755 0.000115064 8.4419e-05
threshold=-0.083174999999999985 0.11233000000000001 0.089005000000000015 -0.23752499999999996 0.32523500000000005 0.095720000000000013 0.024095000000000002 -0.096814999999999998 0.093375000000000014 0.052280000000000007 0.061570000000000007 -1.0000000180025095e-35 -0.068029999999999993 -0.55692499999999978 0.10005000000000001 0.087255000000000013 -0.092919999999999989 0.086420000000000011 -0.086279999999999982 -0.0087299999999999982 -0.085644999999999985 0.11639500000000001 -0.085774999999999976 -0.085764999999999994 0.081315000000000012 -0.15308499999999997 0.092670000000000016 -0.084784999999999985 -0.084144999999999984 -0.082344999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 7 -7 -5 10 -10 11 -9 -13 14 -14 16 17 -15 19 -18 -20 -21 23 -22 -25 26 -24 -27 -29 -30
right_child=1 -3 -4 4 -6 6 -8 8 9 -11 -12 12 13 15 -16 -17 18 -19 20 21 22 -23 25 24 -26 27 -28 28 29 -31
leaf_value=-1.9045878362726982e-05 -0.0001517801707086619 0.00033645866438746451 -0.00023949456300316444 0.00021733417725440437 0.00030268898117356006 5.2356040508199779e-05 -0.00039935297574543043 0.00023587629177861596 0.00033420405094148009 -8.8213228168786454e-05 -0.00014127060505695856 -0.00015532737757334523 -2.4708931320266604e-05 -6.3455178945635756e-05 0.00031616415789812889 -0.00015220838860841468 -0.00050091618388912388 0.00029098727627570043 0.00037850285949562459 0.00029904489327729306 0.00034947419960753038 -0.00018474472694484018 0.00047753013204783202 -0.00059918460016585115 -4.0280936903198185e-05 -0.00030364361512263055 -0.00023366528534097598 0.00021694286224374084 -0.00012910946024931037 -1.7262527136808635e-07
leaf_weight=195 20 20 27 23 20 39 21 22 20 21 39 26 29 30 20 30 22 32 21 24 21 26 32 24 36 22 20 24 52 2163
leaf_count=195 20 20 27 23 20 39 21 22 20 21 39 26 29 30 20 30 22 32 21 24 21 26 32 24 36 22 20 24 52 2163
internal_value=0 3.51166e-06 -4.58572e-05 1.19873e-06 2.26889e-06 1.52506e-07 -0.000105742 2.43882e-06 6.4543e-07 0.000117844 -1.12442e-06 9.1807e-07 -1.02959e-06 4.96952e-07 0.000114423 -1.6676e-06 1.04165e-07 0.000119483 -2.8719e-06 -0.000120089 6.22783e-07 4.74743e-05 -2.69195e-06 -0.000104834 -0.000263842 8.85018e-07 0.000203993 -3.78621e-06 -8.39862e-07 -3.19958e-06
internal_weight=0 2899 222 2879 2859 2839 60 2779 2756 41 2715 2676 2654 2628 49 2579 2549 62 2487 72 2415 50 2394 81 60 2313 52 2261 2239 2215
internal_count=3121 2899 222 2879 2859 2839 60 2779 2756 41 2715 2676 2654 2628 49 2579 2549 62 2487 72 2415 50 2394 81 60 2313 52 2261 2239 2215
is_linear=0
shrinkage=0.1


Tree=2639
num_leaves=31
num_cat=0
split_feature=367 12 130 10 1 1 13 33 44 0 448 48 448 3 0 0 42 4 13 15 15 160 0 16 16 39 0 2 1375 48
split_gain=4.3566e-05 7.75812e-05 0.000103447 5.17941e-05 0.000295518 0.000208581 0.000128406 8.95158e-05 6.74466e-05 0.000126741 4.78752e-05 7.28691e-05 7.83978e-05 0.000100229 8.34949e-05 0.000216691 0.000428846 0.000902786 0.000535921 0.000193192 0.000556328 0.00100568 0.00018041 0.000205604 0.000165227 0.000148876 0.000180593 0.000202718 0.000208776 0.000154117
threshold=-0.0098099999999999975 0.23631000000000002 -0.22461999999999996 -0.011559999999999999 0.093400000000000025 0.11669000000000002 -0.11122999999999998 -1.0000000180025095e-35 0.10049500000000001 -0.26609999999999995 1.0000000180025095e-35 -0.11278499999999998 -0.083689999999999987 -0.087784999999999988 -0.09595999999999999 -0.10224499999999999 -0.074124999999999983 -0.00099499999999999979 -0.085964999999999986 -0.015039999999999998 0.083195000000000005 -0.010514999999999998 -0.092404999999999973 -0.13941499999999998 -0.0019699999999999995 0.085330000000000003 -0.10836499999999999 0.084145000000000011 1.0000000180025095e-35 0.12879500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -5 9 -9 11 -11 13 -13 15 19 -17 -18 -19 24 21 -21 23 -16 25 26 27 -14 29 -29
right_child=1 -3 3 7 5 6 -8 8 -10 10 -12 12 14 -15 22 16 17 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00010786569096003281 0.00019492441874549346 -0.00018841073787453672 -0.00040627581393415488 0.00017874650308970428 0.00024861480734006571 6.387739652252224e-05 -0.00023155551767089374 0.00024530388126593262 -0.0001612543473479141 0.00015526772564546012 0.00014242586539299027 1.4817641238637625e-05 -0.00023787891175463584 -0.00029414268515427555 0.0003478833021517858 0.00017347292705380824 9.9666080537385183e-05 -0.00023998922222982284 -0.00093035831602967601 6.631819069971917e-05 5.0750981285260467e-05 -0.00080504584766458729 8.4972514934045341e-07 3.8234335025803243e-05 0.00030513043831368643 -0.00011586702733920368 0.00033154051274149901 0.00012947088898390238 -0.00020145063312224077 -0.00015845728332697904
leaf_weight=37 27 22 21 28 26 28 31 21 26 29 23 21 26 21 32 28 35 23 22 27 86 26 2070 65 21 68 21 162 27 21
leaf_count=37 27 22 21 28 26 28 31 21 26 29 23 21 26 21 32 28 35 23 22 27 86 26 2070 65 21 68 21 162 27 21
internal_value=0 -1.2941e-06 5.03031e-08 -1.68334e-06 -7.03534e-05 1.26392e-05 -9.13501e-05 8.0182e-07 -9.15675e-07 5.34345e-07 -1.26669e-06 -2.4341e-06 -4.06627e-06 -0.000139663 -2.00285e-06 -3.52518e-05 -0.000163353 -0.000281242 -0.000577503 -6.72623e-06 -0.000106302 -0.000361143 7.09572e-06 0.000140387 3.32769e-05 1.57109e-05 5.05253e-05 2.55198e-05 5.8131e-05 9.643e-05
internal_weight=0 3084 3062 3035 106 85 59 2929 2901 2875 2854 2831 2802 42 2760 593 108 80 45 485 139 53 2167 97 346 325 257 236 210 183
internal_count=3121 3084 3062 3035 106 85 59 2929 2901 2875 2854 2831 2802 42 2760 593 108 80 45 485 139 53 2167 97 346 325 257 236 210 183
is_linear=0
shrinkage=0.1


Tree=2640
num_leaves=31
num_cat=0
split_feature=33 9 16 13 1452 1452 1420 157 1429 1455 42 0 1455 158 1456 42 1456 1456 158 13 1420 0 4 1 1429 16 1 4 12 1
split_gain=5.35161e-05 5.37434e-05 0.000666428 0.000292539 4.0657e-05 7.59691e-05 5.38658e-05 0.000144065 7.36664e-05 6.28458e-05 0.000177697 0.000172524 0.000123229 0.000131673 7.21627e-05 0.000231534 0.00016857 7.85354e-05 7.77106e-05 7.49461e-05 6.28883e-05 8.3367e-05 7.836e-05 0.000210711 0.000387578 0.000241397 0.000190042 0.000107388 0.000178056 0.000167925
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.077799999999999994 0.11769000000000002 0.10669000000000002 0.056520000000000008 0.63397500000000007 0.11893000000000002 -0.092919999999999989 0.08623500000000002 -0.084044999999999995 -0.088559999999999986 -0.4686749999999999 -0.082809999999999981 0.086135000000000003 -0.075669999999999987 -0.063824999999999979 0.13634500000000002 -0.086134999999999975 -0.08341999999999998 -0.079459999999999989 -0.46376499999999993 0.107145 -0.072014999999999982 0.38525000000000004 0.081670000000000006 -0.15289999999999995 0.089300000000000004 0.07863500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 8 9 10 -2 -12 -11 -14 15 19 -16 -18 20 -15 21 -19 23 24 -22 26 -26 28 29 -24
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 12 11 -13 13 14 16 -17 17 18 -20 -21 22 -23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00013073557758851224 -0.00014339725013477229 0.0001257470926248061 0.00056962508479045941 -0.00039605420107753685 0.00012157216853531147 -0.00018683420811695133 -0.00015621882192301035 0.00026831713796127588 -0.00019224947416660143 -0.00024325328413397074 0.00042780274729011577 3.3757872879505162e-05 0.00023311929483800975 0.00018126591123291292 0.00023266418933006562 -0.00031703660710869982 -0.00019449559095803472 -2.1804167026857616e-05 0.0001912575061959658 -5.5819621093178287e-05 -0.00052435697885119315 0.00026692923915106804 -0.00015393638423120138 0.00019989280765664514 -0.00031079512758376017 0.00022385367686486766 5.4725066001992678e-05 -4.4180615981508379e-06 0.00033100483042653654 0.00013417572710419667
leaf_weight=31 21 22 20 21 27 22 22 20 20 21 20 25 24 20 31 30 21 20 21 40 21 20 32 22 33 24 25 2365 25 55
leaf_count=31 21 22 20 21 27 22 22 20 20 21 20 25 24 20 31 30 21 20 21 40 21 20 32 22 33 24 25 2365 25 55
internal_value=0 1.31158e-06 9.2727e-05 -0.000129086 -5.91017e-07 -1.69049e-06 -3.22735e-07 8.3752e-07 -9.84548e-07 3.27283e-07 9.67979e-05 0.000208889 -1.90677e-06 -1.15229e-07 -2.11082e-06 -9.02063e-05 8.09473e-07 -1.86843e-06 -3.49405e-07 2.32089e-05 -1.8724e-06 0.000122563 -3.78531e-06 -8.10358e-05 -0.00014104 -4.28735e-05 -0.000153243 1.13083e-07 9.5793e-05 2.82035e-05
internal_weight=0 3090 63 43 3027 3000 2978 2956 2936 2916 66 45 2850 2829 2805 90 2715 2684 2663 60 2642 40 2602 125 103 82 58 2477 112 87
internal_count=3121 3090 63 43 3027 3000 2978 2956 2936 2916 66 45 2850 2829 2805 90 2715 2684 2663 60 2642 40 2602 125 103 82 58 2477 112 87
is_linear=0
shrinkage=0.1


Tree=2641
num_leaves=31
num_cat=0
split_feature=130 12 1429 156 1428 1416 33 9 2 11 11 12 12 132 50 1185 1203 16 4 129 3 2 42 1 3 4 4 4 13 16
split_gain=4.457e-05 0.000129291 4.29012e-05 0.000125004 0.000146743 7.12087e-05 4.28919e-05 5.20809e-05 0.000198814 4.8809e-05 0.000115681 9.48924e-05 8.85516e-05 5.41777e-05 0.00126344 0.000639623 0.00016561 6.94273e-05 0.000242147 0.000157733 0.000111266 0.000126237 0.000175512 0.000212521 0.0001086 0.00013887 9.51422e-05 0.000174466 9.20404e-05 0.000185552
threshold=-0.23647499999999996 0.23631000000000002 0.12521000000000002 0.3248100000000001 0.10024500000000001 0.087590000000000015 -0.009184999999999997 0.088235000000000022 -0.15339499999999998 0.077290000000000011 0.081365000000000007 0.089410000000000003 0.095565000000000011 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 -0.15241499999999997 -0.0060199999999999993 -0.082959999999999992 -0.081459999999999991 0.10497000000000002 0.089810000000000015 0.077565000000000009 -0.090569999999999984 0.19806500000000002 0.2623950000000001 0.41257000000000005 -0.096404999999999991 -0.096824999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 9 -9 13 -11 -12 -13 14 16 -15 -8 18 -17 -19 24 22 23 -22 25 -20 -23 -28 29 -21
right_child=1 -3 -4 -5 -6 -7 7 8 -10 10 11 12 -14 15 -16 17 -18 19 20 28 21 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00014880255737807603 -0.00011766202726228644 0.0002425205785998101 0.00014521757399052148 -0.00024486107840424493 0.00023651179554480431 -0.00016685923709211728 -3.2450011222603541e-06 -5.032784762685575e-05 0.00033124260441003242 0.0002050626415439183 -0.00012778074410193399 0.00021688491122823998 -1.3113085933195606e-05 -0.00054518796565720224 0.00080038758198497828 -0.00037304440574232667 -0.00030765064177103342 0.00028288553410675381 0.00015182287455030273 0.00029765912596606844 0.00035515963388795224 0.00010672178535363249 -0.00010763090919199919 3.3639201615187633e-05 -0.00026814927905434162 -0.00016633228665073951 -0.00031626817783237337 -2.7863233682434471e-05 -5.2681191719033291e-06 2.2145993180498464e-05
leaf_weight=20 31 22 20 21 26 26 168 36 22 38 37 26 47 22 20 21 20 20 23 30 34 30 34 52 32 34 27 94 1956 132
leaf_count=20 31 22 20 21 26 26 168 36 22 38 37 26 47 22 20 21 20 20 23 30 34 30 34 52 32 34 27 94 1956 132
internal_value=0 9.59705e-07 -7.6629e-07 -1.72074e-06 -4.00511e-08 -2.082e-06 -6.47234e-07 5.80332e-07 9.44058e-05 -1.29812e-06 5.46431e-05 2.68005e-06 6.8804e-05 -4.30987e-06 4.47576e-05 -8.32641e-06 -3.56286e-05 -3.63767e-06 -4.29648e-05 3.37059e-06 -2.37102e-05 8.14939e-06 8.47101e-05 0.000160752 -0.000120721 -3.79539e-05 -5.26936e-05 -9.22181e-05 7.31163e-07 7.31669e-05
internal_weight=0 3101 3079 3059 3038 3012 2986 2955 58 2897 148 110 73 2749 208 2541 188 2519 381 2138 360 271 120 86 89 57 151 121 2118 162
internal_count=3121 3101 3079 3059 3038 3012 2986 2955 58 2897 148 110 73 2749 208 2541 188 2519 381 2138 360 271 120 86 89 57 151 121 2118 162
is_linear=0
shrinkage=0.1


Tree=2642
num_leaves=31
num_cat=0
split_feature=132 1185 393 50 33 9 34 123 11 9 39 41 9 42 12 13 13 3 2 13 13 13 13 13 42 13 1213 151 13 12
split_gain=4.37381e-05 0.000265578 9.35566e-05 0.000111733 4.54505e-05 9.1411e-05 4.34104e-05 0.000267101 0.000108358 0.00011249 8.59463e-05 6.05252e-05 0.000286447 0.000124954 0.000156161 0.000111847 5.05447e-05 0.000386746 0.000146592 9.43126e-05 0.00016547 0.000177031 0.000190258 9.37451e-05 0.000237009 0.000186131 0.0001824 8.76429e-05 0.000118382 6.66531e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.10389500000000002 0.09227500000000001 0.085305000000000006 0.082870000000000013 -0.057544999999999992 0.083805000000000004 -1.0000000180025095e-35 0.092235000000000011 0.089790000000000023 0.077300000000000021 0.037245000000000007 0.090690000000000007 0.085325000000000012 -0.14819499999999997 -0.13710499999999998 -0.071799999999999989 0.10005000000000001 -0.10278499999999999 -0.097984999999999989 -0.096404999999999991 -0.094514999999999988 -0.091559999999999989 0.085935000000000025 -0.090799999999999978 -0.08342999999999999 -0.0033899999999999994 -0.41572999999999993 0.096830000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 -3 -8 11 -9 12 16 14 -13 -15 17 -10 -19 -18 -21 -22 -23 24 -24 -25 -26 -20 -29 -27
right_child=1 4 -4 -5 5 -7 8 10 9 -11 -12 13 -14 15 -16 -17 19 18 27 20 21 22 23 25 26 29 -28 28 -30 -31
leaf_value=1.507303780947342e-05 0.0003576056524512491 0.000327134293749825 -0.00020096303354648627 -0.00020455670579664273 2.5901737998563277e-05 -0.00025227978448605256 -0.00023157863121014088 6.1142414494458103e-05 -0.00045473697187151715 0.00019144446285340126 -0.0002186695263454957 0.0003267366674164453 -0.00038021398941054943 0.00014051172741649982 -2.2190013960762709e-06 -0.00015649460947315675 0.00015757491608569697 0.00021969714236127824 9.4386719325539713e-05 -0.00027218276141370139 0.00029239452603741525 -0.00024946206229894112 -0.00015383916854096408 -0.00028900066033450206 2.149345811977539e-05 1.1621398696154778e-05 0.00041444723028689624 -2.5850760175671896e-05 -0.00029703357980576009 -3.2968884011318296e-05
leaf_weight=163 21 27 32 27 27 21 20 23 21 31 21 31 20 21 27 32 39 26 33 22 21 30 22 22 21 1799 27 60 22 412
leaf_count=163 21 27 32 27 27 21 20 23 21 31 21 31 20 21 27 32 39 26 33 22 21 30 22 22 21 1799 27 60 22 412
internal_value=0 3.27593e-06 -4.2779e-05 -1.61375e-05 6.90483e-07 -9.58027e-05 2.32712e-06 7.9533e-05 3.40303e-07 2.03376e-06 -7.24042e-05 -1.34531e-07 -3.22532e-06 7.21788e-05 0.000173602 -3.88129e-05 -2.99523e-07 -5.43727e-05 5.25605e-06 3.32774e-06 7.95909e-07 3.34711e-06 7.45313e-07 4.00464e-06 0.000117957 4.32468e-07 0.00024253 -4.32263e-05 -9.86071e-05 3.3124e-06
internal_weight=0 2899 222 190 2878 48 2830 71 2759 2739 44 2708 2597 111 58 53 2577 162 141 2415 2376 2354 2333 2303 70 2233 48 115 82 2211
internal_count=3121 2899 222 190 2878 48 2830 71 2759 2739 44 2708 2597 111 58 53 2577 162 141 2415 2376 2354 2333 2303 70 2233 48 115 82 2211
is_linear=0
shrinkage=0.1


Tree=2643
num_leaves=31
num_cat=0
split_feature=105 33 33 9 40 1 121 124 376 10 132 1185 403 42 43 2 12 47 47 40 1 1 147 448 16 4 0 52 4 47
split_gain=4.34588e-05 0.000111007 4.99498e-05 4.93598e-05 0.000219627 9.62505e-05 0.000158888 6.8054e-05 7.29535e-05 6.86415e-05 5.97796e-05 0.000212196 9.70788e-05 0.000434553 0.000125773 8.80076e-05 0.000138866 5.86804e-05 0.000412874 0.000164563 9.70742e-05 0.000144942 0.000132539 0.000386529 0.000186694 9.48356e-05 9.82464e-05 0.000283207 0.00044296 0.000163289
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.085305000000000006 -0.036024999999999995 -0.07632499999999999 0.16540500000000002 -0.094339999999999993 0.098110000000000017 -0.083489999999999981 -0.062879999999999978 -0.083174999999999985 -0.083264999999999992 -0.074254999999999988 -0.027559999999999998 -0.0095349999999999983 0.089320000000000024 0.10866500000000003 0.091680000000000011 0.09585500000000001 -0.0061149999999999998 0.14754500000000001 0.13686500000000004 0.095485000000000014 -0.049344999999999993 -0.54656499999999986 0.51388000000000011 -0.15931499999999996 -0.080114999999999978 0.024790000000000003 0.087235000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 8 -8 -10 12 -12 14 15 -11 -14 -17 20 -19 -20 21 22 24 -24 -13 26 27 -26 -29 -28
right_child=-2 2 -4 5 -6 -7 7 -9 9 10 11 17 13 -15 -16 16 -18 18 19 -21 -22 -23 23 -25 25 -27 29 28 -30 -31
leaf_value=0.00020691968087563651 -0.00011977910552862645 5.0617975849538776e-05 -0.00011768100480872414 -0.00027301092645973853 -0.00035878376873370147 0.00021592221926853414 -0.00017605008381550485 0.00013968275964341753 0.00015323049083235674 0.00019000715282961592 0.0003218450901580842 -0.0002245421583833568 -0.00011993202271810333 -0.00048065317794680599 -5.735954580843815e-05 -0.00011676632351563534 0.00022088957818815633 0.00046181411797244275 0.00025977260568955295 -1.523806083667124e-05 0.00021687487351300662 -0.00020634051636859242 -9.2827885041165596e-05 0.00048399681011990952 -0.00012208711058729721 -0.00018723455346103207 1.4892586594634775e-07 2.668156009248277e-05 0.00055167647334747013 -0.00021770777484562132
leaf_weight=26 30 38 36 21 20 21 23 36 30 31 21 38 40 25 61 21 29 22 24 233 20 35 26 21 39 27 2022 45 25 35
leaf_count=26 30 38 36 21 20 21 23 36 30 31 21 38 40 25 61 21 29 22 24 233 20 35 26 21 39 27 2022 45 25 35
internal_value=0 1.16253e-06 -5.82878e-07 8.08847e-07 -9.0555e-05 2.59246e-06 1.07384e-06 3.03894e-06 1.33857e-06 2.76015e-06 1.17067e-06 5.23863e-06 -5.0573e-05 -0.000111825 2.59923e-05 -9.37307e-06 7.90741e-05 2.69318e-06 4.60358e-05 1.04439e-05 -2.4901e-06 -4.3869e-06 -1.28402e-06 0.000164902 -4.78503e-06 -9.77105e-07 1.34466e-06 9.38641e-05 0.00021418 -3.55792e-06
internal_weight=0 3091 3065 3029 58 2971 2950 2929 2893 2870 2840 2633 207 115 92 90 50 2612 279 257 2333 2313 2278 47 2231 2193 2166 109 70 2057
internal_count=3121 3091 3065 3029 58 2971 2950 2929 2893 2870 2840 2633 207 115 92 90 50 2612 279 257 2333 2313 2278 47 2231 2193 2166 109 70 2057
is_linear=0
shrinkage=0.1


Tree=2644
num_leaves=31
num_cat=0
split_feature=33 132 1203 1185 50 120 40 12 12 133 1203 12 3 13 51 2 0 43 12 474 12 43 13 3 52 12 0 43 42 9
split_gain=4.7822e-05 4.34572e-05 0.00133518 0.000679056 0.000235287 4.78564e-05 0.00013333 7.5196e-05 0.000157745 0.000141653 5.49979e-05 6.43105e-05 0.000275275 0.000250548 0.00013988 0.000286044 0.000227705 0.000194032 0.00012242 0.000114623 0.000177889 0.000362694 0.000715118 0.000343822 0.000285165 0.000186298 0.000239141 0.000406051 0.00021082 0.000129988
threshold=-0.009184999999999997 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.093680000000000013 -0.24134999999999998 0.12757000000000002 0.11650500000000001 0.13334500000000002 0.086700000000000013 0.099815000000000015 -0.065229999999999996 -0.087184999999999985 -0.057604999999999996 0.10774000000000002 -0.075934999999999989 -0.0071849999999999995 0.10463500000000002 -0.26322499999999993 0.096525000000000014 0.055925000000000009 -0.069964999999999986 -0.079724999999999976 -1.0000000180025095e-35 0.095110000000000014 -0.073309999999999986 -0.041049999999999996 0.09858500000000002 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 -5 8 10 -9 11 19 13 -13 17 16 18 -15 -16 -8 25 22 -22 24 -24 29 28 -28 -27 -21
right_child=1 3 -4 5 -6 -7 7 9 -10 -11 -12 12 -14 14 15 -17 -18 -19 -20 20 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.000123584832838406 -3.4706530056186324e-06 -0.00055547603710279377 0.00076497447336568375 0.00024316858755849791 -0.00036542688751069365 -0.00014467997719872403 -0.00020974778852541934 -0.00031557956685035259 0.00020854948338269055 4.7520287824392493e-05 8.6299968037789382e-05 0.00029683516874380681 -0.00031017990186228418 -6.460564078117707e-05 -5.1361426994844815e-06 -0.00036879761628956807 0.00016699072185075145 0.00031653021949089386 -0.00029587334013610547 2.991584763210238e-06 -0.00036466723033827883 0.00043199880782249868 0.00032960208758595403 0.00056509815913159407 -0.00019801068091986792 -0.00016631141740523664 -3.8730534120427017e-06 -0.00056275283747639218 0.00022995142918080092 0.00024200215426073716
leaf_weight=31 176 22 23 23 20 22 25 21 37 22 73 24 35 34 30 31 39 22 28 2133 31 29 20 20 21 29 26 26 25 23
leaf_count=31 176 22 23 23 20 22 25 21 37 22 73 24 35 34 30 31 39 22 28 2133 31 29 20 20 21 29 26 26 25 23
internal_value=0 1.23985e-06 4.41783e-05 -2.0355e-06 -4.0405e-05 2.23818e-06 3.38151e-06 1.41464e-06 3.4583e-06 -0.000129808 6.72555e-07 -1.68535e-06 -5.07152e-05 -7.05533e-06 -4.66932e-05 -0.000104364 -1.98546e-05 8.51263e-05 -0.000145492 3.26244e-06 5.49712e-06 0.000123629 2.6425e-05 0.000225177 5.93614e-05 -8.22024e-07 -0.00013025 -0.000283313 1.71436e-05 5.54133e-06
internal_weight=0 3090 219 2871 196 2849 2827 2804 2761 43 2724 2651 243 208 184 128 97 56 58 2408 2383 121 92 61 41 2262 106 52 54 2156
internal_count=3121 3090 219 2871 196 2849 2827 2804 2761 43 2724 2651 243 208 184 128 97 56 58 2408 2383 121 92 61 41 2262 106 52 54 2156
is_linear=0
shrinkage=0.1


Tree=2645
num_leaves=31
num_cat=0
split_feature=10 43 9 11 9 2 4 0 16 16 4 1209 1209 121 16 133 457 0 132 403 1204 2 1213 52 1213 2 1212 401 0 43
split_gain=3.94708e-05 0.00016599 0.000142002 8.64304e-05 8.67152e-05 8.44656e-05 0.000288967 0.000511957 5.30303e-05 0.000158978 0.000400245 0.000153996 0.000299518 0.000149168 0.000141158 0.000415114 0.000156098 0.000246577 0.000127985 0.00128331 0.000969614 0.000408331 0.000127527 0.000285213 0.00046922 0.000271016 0.000234382 0.000171338 0.000182399 0.000155768
threshold=0.053330000000000009 -0.074974999999999986 0.094575000000000006 -1.0000000180025095e-35 0.088235000000000022 -0.0050599999999999994 0.053180000000000012 -0.06563999999999999 -0.084119999999999986 -0.08231999999999999 -0.079764999999999989 -0.084519999999999984 -0.067109999999999989 -0.082399999999999987 -0.08595499999999999 -0.0054649999999999985 0.11612500000000002 -0.26343999999999995 -0.083284999999999984 -0.074254999999999988 -0.082199999999999981 0.097385000000000013 -0.087969999999999979 0.086450000000000013 -0.16066999999999995 0.084715000000000013 -0.030914999999999995 0.087110000000000007 -0.086554999999999979 0.062770000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 7 -5 14 10 -10 -11 -13 -14 16 -16 17 -7 19 -15 -20 -21 23 25 -25 -19 -24 29 -29 -28
right_child=1 2 -4 4 -6 8 -8 -9 9 11 -12 12 13 18 15 -17 -18 22 20 21 -22 -23 26 24 -26 -27 27 28 -30 -31
leaf_value=0.00018693591153714806 9.1698661665706087e-05 -0.00038876168511619441 -1.6442974883830177e-05 0.00064111130355740901 -0.00015625650445664569 -0.00030819105528020639 -0.00015138214874712977 -3.1855784268722907e-05 0.00038758135034835765 -0.00022471903779158563 -0.00013630201364867389 0.00039240602942300037 -0.0002616797605566847 0.00060916380071343416 6.984831834966881e-05 -0.00045886500463691643 0.00025972672266929989 -0.00020449419811344484 -0.00061847314223541618 -0.00035426971778035392 8.9658441621339986e-06 0.00012275559235122807 0.00024889859272853325 1.483186055598448e-05 -0.00066196087951539092 0.00023661316682895025 6.048062491129963e-06 -1.2826861659829905e-05 0.00040914001903729513 -0.00011211831138785234
leaf_weight=25 34 21 20 20 35 28 27 26 35 29 25 20 21 35 33 27 21 26 25 38 1662 34 38 21 20 30 565 21 20 139
leaf_count=25 34 21 20 20 35 28 27 26 35 29 25 20 21 35 33 27 21 26 25 38 1662 34 38 21 20 30 565 21 20 139
internal_value=0 -7.1668e-05 -0.000207143 1.76464e-06 2.32271e-07 2.06653e-06 0.00010831 0.000260739 -5.95946e-07 9.07763e-06 0.000169297 3.92037e-06 7.53375e-06 3.29273e-06 -1.94149e-05 -0.000168073 -9.81378e-06 -1.60476e-05 6.39441e-06 0.00011245 -3.32303e-07 -0.000129008 -6.75217e-06 -0.000114909 -0.000315311 3.18133e-05 6.64661e-06 -5.70987e-06 0.000193011 -1.72831e-05
internal_weight=0 75 41 3046 3021 2986 73 46 2913 1924 60 1864 1835 1815 989 60 929 908 1794 107 1687 72 880 97 41 56 783 745 41 704
internal_count=3121 75 41 3046 3021 2986 73 46 2913 1924 60 1864 1835 1815 989 60 929 908 1794 107 1687 72 880 97 41 56 783 745 41 704
is_linear=0
shrinkage=0.1


Tree=2646
num_leaves=31
num_cat=0
split_feature=132 1185 1203 398 49 132 43 16 1213 1211 1212 1211 1213 1212 402 1210 133 133 1 1208 403 3 1209 0 403 403 12 43 12 15
split_gain=4.58759e-05 0.000245605 0.000120919 4.35976e-05 7.1765e-05 0.000106735 0.000170366 0.000113412 4.00633e-05 4.51334e-05 0.000316658 8.13409e-05 5.87067e-05 8.73139e-05 6.53386e-05 0.000148865 6.53285e-05 0.000134962 0.000111311 0.00010876 0.00017959 0.000231067 5.31343e-05 0.000436446 8.19937e-05 4.97103e-05 9.42514e-05 6.3739e-05 0.000415176 0.000909979
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10586000000000002 0.09567500000000001 -0.41127499999999995 0.51518000000000008 -0.065229999999999996 0.51370000000000016 0.11671000000000002 0.13613500000000003 0.10326000000000002 0.23509000000000002 0.11796000000000001 -0.45454999999999995 0.26755500000000004 0.41553500000000004 0.41068500000000002 0.087135000000000004 0.10233500000000001 -0.5341999999999999 -0.08323499999999999 -0.077874999999999986 -0.086729999999999988 -0.23730999999999999 -0.11227499999999999 0.085635000000000003 0.0034250000000000005 0.087765000000000024 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -7 9 11 -11 12 13 14 -3 16 17 19 -18 20 21 -16 23 -22 -24 26 -26 -27 29 -29
right_child=1 8 -4 -5 -6 7 -8 -9 -10 10 -12 -13 -14 -15 15 -17 18 -19 -20 -21 22 -23 24 -25 25 27 -28 28 -30 -31
leaf_value=-7.3239788512832347e-05 0.00034410030348226429 0.00012967977395180101 -0.00024215022578438812 0.0001129549497778973 -0.00018670766260654021 -9.7625348730833234e-06 0.00032956715045397042 -0.00027472957561258232 0.00014190924455760977 -0.00034550950877019207 0.0001932575753380661 0.00016254299801902005 -0.00015944408096797618 0.00020916865447361487 1.1340805845659065e-05 -0.00026757773510845644 -0.00028789672582033314 0.00024839647028949752 2.7356236993606828e-05 0.00022633440762763799 0.00047213667421601717 -0.00045341477882175239 -0.00014667516847303457 -0.00011049326690732011 0.00026753174266559655 5.4922095061167034e-06 -2.1217637158070618e-05 1.6706869458122289e-05 6.062959468001641e-05 -0.00053545070338219855
leaf_weight=21 21 38 27 23 26 84 21 20 20 24 20 31 23 20 23 21 21 22 24 21 20 20 38 36 20 2112 26 85 167 46
leaf_count=21 21 38 27 23 26 84 21 20 20 24 20 31 23 20 23 21 21 22 24 21 20 20 38 36 20 2112 26 85 167 46
internal_value=0 3.35504e-06 -4.3812e-05 -1.63498e-05 -3.36405e-05 -6.38199e-06 0.000128164 -6.07177e-05 8.68708e-07 -1.1828e-07 -0.000100615 1.4531e-06 -3.41286e-07 9.8457e-07 -5.35021e-07 -2.36632e-06 -2.88944e-07 1.75062e-06 -0.000119762 -3.2521e-07 -2.16086e-06 -0.000204825 1.2566e-06 9.75889e-05 -9.06431e-07 1.34895e-06 0.000104326 -6.16581e-07 -4.39111e-05 -0.000177181
internal_weight=0 2899 222 195 172 146 42 104 2878 2858 44 2814 2783 2760 2740 2702 2681 2636 45 2614 2593 43 2550 56 2494 2456 46 2410 298 131
internal_count=3121 2899 222 195 172 146 42 104 2878 2858 44 2814 2783 2760 2740 2702 2681 2636 45 2614 2593 43 2550 56 2494 2456 46 2410 298 131
is_linear=0
shrinkage=0.1


Tree=2647
num_leaves=31
num_cat=0
split_feature=132 394 1203 0 49 132 43 15 16 133 130 121 33 9 0 1186 129 394 51 51 1212 4 0 51 1 51 402 0 1 16
split_gain=3.79272e-05 0.000231882 0.00017397 4.16926e-05 4.84881e-05 8.04271e-05 0.000141746 0.000121546 4.25566e-05 5.71539e-05 4.10941e-05 0.000106735 6.21109e-05 4.44349e-05 0.000174555 4.43165e-05 4.96227e-05 7.63934e-05 4.90239e-05 0.00018055 0.000107475 7.51744e-05 0.000233521 0.000121364 0.000113538 0.000127786 6.9868e-05 0.000376874 0.000264117 0.000203805
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.11242999999999999 0.09567500000000001 -0.41127499999999995 0.51518000000000008 -0.028889999999999996 -0.080344999999999986 -0.015164999999999998 -0.22699999999999995 -0.088279999999999983 -0.009184999999999997 0.088235000000000022 -0.082619999999999985 0.086365000000000011 -0.077709999999999987 -0.10421499999999999 0.10501000000000001 0.11144500000000002 0.15049500000000002 0.033845000000000007 -0.14051499999999997 0.12229000000000002 0.10022000000000002 0.307425 0.11232500000000002 -0.071339999999999987 0.08801500000000001 -0.082779999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 5 6 -5 -7 9 -9 -2 -12 -13 15 -15 16 -14 -18 20 -20 26 22 -21 -24 25 -25 -19 28 29 -28
right_child=1 -3 -4 4 -6 7 -8 8 -10 -11 11 12 13 14 -16 -17 17 18 19 21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.00012505854698247276 -0.00013259526382645837 0.00032642920493592764 -0.00032137324393261224 -7.1262056153500452e-05 -0.00014548057404461924 -0.00026490300411491526 0.00030522967346769292 -0.00010857440633472147 0.00012342927075223998 8.837611081696156e-05 0.0002161626506637296 -0.00014325555263591621 -0.00014510869762792331 0.0003268110618955689 -3.9869265133716374e-05 0.00010407649831904564 0.00016074965042834862 -8.3303177786482915e-06 0.00027475228055444514 0.00034761896347931939 -0.00023753267654683444 -0.00012760559605821449 -0.00016567181855616336 0.00025630872048038457 -8.6028445083113266e-05 -1.0237846652524094e-05 -0.00011392768740604101 0.00042264936170492251 -0.00034385822596959769 0.00026431210876737548
leaf_weight=20 23 22 20 20 29 21 20 41 22 23 23 30 24 20 37 40 29 2300 29 21 20 34 37 35 43 37 28 24 20 29
leaf_count=20 23 22 20 20 29 21 20 41 22 23 23 30 24 20 37 40 29 2300 29 21 20 34 37 35 43 37 28 24 20 29
internal_value=0 3.00597e-06 -4.04273e-05 -1.17594e-05 -2.73068e-05 -3.99365e-06 0.000116984 -4.92189e-05 3.44818e-06 -3.77953e-05 5.37944e-07 1.6086e-06 -1.30827e-07 1.39883e-06 8.87905e-05 -4.12563e-07 -1.95484e-06 -6.75726e-07 -2.43761e-06 4.10684e-05 -6.6786e-06 8.33011e-06 3.50458e-05 -8.13865e-06 4.25459e-05 0.000119333 -4.75562e-06 7.66485e-05 -3.1196e-05 7.85101e-05
internal_weight=0 2905 216 196 176 147 40 107 86 64 2883 2860 2837 2807 57 2750 2710 2686 2657 236 2421 207 173 152 115 72 2401 101 77 57
internal_count=3121 2905 216 196 176 147 40 107 86 64 2883 2860 2837 2807 57 2750 2710 2686 2657 236 2421 207 173 152 115 72 2401 101 77 57
is_linear=0
shrinkage=0.1


Tree=2648
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 49 2 12 133 399 52 1203 13 1203 1211 1213 2 12 1212 1211 403 402 401 1212 12 2 1212 1213 2 402 1209
split_gain=4.02596e-05 0.00121137 0.00063835 0.000178453 4.69158e-05 6.9105e-05 0.000106979 7.96657e-05 9.01661e-05 6.46794e-05 4.47984e-05 7.12628e-05 5.12913e-05 4.35213e-05 8.04427e-05 0.000237662 0.000246512 6.21339e-05 0.000119317 9.48003e-05 5.39173e-05 5.53788e-05 5.07743e-05 0.000319604 0.000438509 0.000135885 7.94401e-05 0.000585711 7.10655e-05 9.19515e-05
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.10211000000000002 0.10222000000000002 0.110195 -0.40071499999999999 0.086815000000000017 0.086040000000000019 0.086700000000000013 -0.012549999999999997 0.092795000000000016 0.12711000000000003 0.12389500000000002 0.084245000000000014 0.089085000000000011 0.11796000000000001 0.087635000000000005 -0.072624999999999981 -0.45015499999999992 -0.06959499999999999 0.087615000000000012 0.089300000000000004 0.084885000000000002 0.085870000000000016 0.060985000000000004 0.086000000000000007 0.2506000000000001 -0.092099999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 -1 -9 -10 13 -12 -13 14 17 -16 -17 18 20 -20 -4 -22 25 24 -24 26 28 -28 29 -23
right_child=2 -3 10 -5 -6 -7 -8 8 9 -11 11 12 -14 -15 15 16 -18 -19 19 -21 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00020965480292770304 -0.0005397384225778462 0.00072790712950771431 -0.00013681865707136846 -0.00032227968549705113 0.00013713891959923785 -0.00017436836054772497 0.00021696730007533918 0.00019383445011044386 -0.00012493743581996699 7.3443987531828943e-05 0.00023889897642220606 0.000141348322947687 -5.7423103220678643e-05 -0.00012983833036672038 0.00037721668274819174 -0.00028260186067200269 0.00020248210122107677 -0.00014805829552391641 1.2575032469612779e-05 0.00031678410429906637 0.00014613009156892078 0.00018631252932391364 -0.00046606282426182589 0.00018338982604980243 3.9456555748836622e-05 0.00019506263725426316 0.00052941985860733057 -0.00014615246680367626 -0.00018922836780326354 -6.4863215840386344e-06
leaf_weight=21 22 23 30 20 20 26 20 20 42 27 20 21 34 26 22 20 22 29 20 21 25 25 32 33 37 35 21 33 21 2353
leaf_count=21 22 23 30 20 20 26 20 20 42 27 20 21 34 26 22 20 22 29 20 21 25 25 32 33 37 35 21 33 21 2353
internal_value=0 4.13442e-05 -3.12006e-06 -3.92219e-05 -7.05625e-06 -2.55428e-05 4.2223e-06 -3.44586e-05 6.87982e-06 -4.73099e-05 9.79113e-07 7.72521e-05 1.84714e-05 -1.06027e-06 1.4456e-07 0.000110958 -2.85103e-05 -2.46763e-06 -8.95724e-07 0.000168389 -3.5198e-06 -1.99056e-06 -3.4203e-06 -7.25711e-05 -0.000194987 -5.85337e-07 -3.37689e-06 0.00011657 -6.07682e-06 -4.45942e-06
internal_weight=0 219 2902 196 176 156 130 110 89 69 2880 75 55 2805 2779 64 42 2715 2686 41 2645 2615 2590 102 69 2488 2453 54 2399 2378
internal_count=3121 219 2902 196 176 156 130 110 89 69 2880 75 55 2805 2779 64 42 2715 2686 41 2645 2615 2590 102 69 2488 2453 54 2399 2378
is_linear=0
shrinkage=0.1


Tree=2649
num_leaves=31
num_cat=0
split_feature=33 9 3 34 9 1 121 124 132 1185 1203 39 376 44 1455 1427 156 155 2 158 160 2 3 16 51 160 15 15 16 471
split_gain=3.94898e-05 6.34171e-05 0.000173489 9.98131e-05 0.000116709 8.67765e-05 0.000126651 7.18865e-05 5.59807e-05 0.000260234 0.000136043 5.24001e-05 8.64639e-05 5.17388e-05 0.000131461 5.20825e-05 7.3692e-05 0.000166042 7.0175e-05 0.000183623 0.000250504 0.000158157 0.000571238 0.000426251 0.000170232 0.000125851 0.000173941 0.000209617 0.000201869 0.000117415
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 -0.097449999999999981 -0.090799999999999978 0.16540500000000002 -0.094339999999999993 0.10634000000000002 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10713500000000002 -1.0000000180025095e-35 0.10049500000000001 0.11922500000000001 0.094435000000000005 0.3248100000000001 0.14230000000000001 0.113445 0.107145 0.089015000000000011 0.10912000000000001 -0.082334999999999978 -0.066924999999999985 -0.44986999999999994 -0.085764999999999994 -0.042209999999999991 0.11728000000000001 -0.06421499999999998 0.094575000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 10 -10 -8 12 -11 14 15 16 17 18 21 20 25 24 -23 -24 -14 -20 -27 28 -28 -26
right_child=1 2 -4 4 5 -7 7 -9 9 11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 22 23 -25 29 26 27 -29 -30 -31
leaf_value=0.00013350421465722982 0.0002236023166915402 0.00011394339006593718 -0.00025596124764888374 -0.00020017916521565299 -0.00024470807466492431 0.0002090016516740434 -1.8439497641200275e-05 0.00018610278500654246 0.00035493258370219603 -0.00018562705907970668 -0.00025881377428218171 9.4750307372601519e-05 -0.00025449242384638636 -0.0001419407272769604 0.00024601971169679681 0.00015033496469107416 -0.00018305218651552095 0.00028078135628242139 -0.00019789718740909404 0.00024395373461413242 -0.00040404597937595101 0.00057739606563700363 0.00022650131008545446 -0.00030396966398516922 5.6778606238291905e-06 4.64015536183879e-05 -0.00041178276723874137 7.4764372589665343e-05 -5.0897233285790978e-05 -0.00021237680775811898
leaf_weight=22 20 21 32 29 21 20 184 21 21 25 27 59 26 25 22 23 22 21 43 21 20 22 33 28 2018 173 31 35 31 25
leaf_count=22 20 21 32 29 21 20 184 21 21 25 27 59 26 25 22 23 22 21 43 21 20 22 33 28 2018 173 31 35 31 25
internal_value=0 -9.47752e-07 -0.000109395 9.39221e-07 -5.32446e-07 1.3994e-06 4.69687e-09 1.74318e-06 4.24086e-07 4.26782e-06 -4.91983e-05 1.54345e-06 -5.36429e-07 1.23038e-06 2.61021e-06 5.28166e-07 -8.23563e-07 7.62915e-07 -1.58361e-06 -4.28427e-05 -6.0929e-05 5.20344e-06 0.000140555 -1.69936e-05 -2.26341e-07 -3.90046e-05 -1.36995e-05 -0.00012089 -0.00023134 3.00955e-06
internal_weight=0 3099 53 3046 3026 2997 2977 2956 2935 2724 211 2703 2644 2619 2594 2572 2549 2527 2506 354 333 2152 83 61 2069 313 270 97 62 2043
internal_count=3121 3099 53 3046 3026 2997 2977 2956 2935 2724 211 2703 2644 2619 2594 2572 2549 2527 2506 354 333 2152 83 61 2069 313 270 97 62 2043
is_linear=0
shrinkage=0.1


Tree=2650
num_leaves=31
num_cat=0
split_feature=472 132 50 1185 1203 130 1 1429 16 15 155 52 1428 1429 1429 484 51 4 150 49 4 484 52 483 1455 133 1455 4 482 158
split_gain=4.20551e-05 4.21118e-05 0.00122206 0.000586386 0.000203562 3.89267e-05 7.83956e-05 3.91945e-05 8.10566e-05 0.000231499 4.79851e-05 0.000130851 6.85917e-05 5.67102e-05 7.01023e-05 6.83519e-05 0.000614116 0.000798438 0.000413532 0.000139055 0.000134142 0.000132365 0.000252401 0.000138384 0.000163535 0.000107224 0.000108618 0.000148418 9.11668e-05 8.54838e-05
threshold=-0.39904999999999996 -0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 -0.23123999999999997 0.16540500000000002 -0.23752499999999996 0.6352000000000001 -0.067579999999999987 0.11562500000000002 -0.54906499999999991 -1.0000000180025095e-35 -0.081904999999999992 -1.0000000180025095e-35 0.085790000000000019 -0.085604999999999987 -0.012509999999999999 0.10874500000000002 0.11042000000000002 -0.083249999999999977 0.073690000000000019 -0.080979999999999983 -0.47356499999999996 -0.092919999999999989 0.090665000000000009 -0.041319999999999989 -0.010024999999999997 0.088770000000000002 0.13634500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -5 7 -7 10 -10 12 -12 -9 -14 -15 21 17 -17 19 20 -18 23 -23 -16 -25 26 -22 -28 -29 -26
right_child=1 3 -4 5 -6 6 -8 8 9 -11 11 -13 13 14 15 16 18 -19 -20 -21 25 22 -24 24 29 -27 27 28 -30 -31
leaf_value=0.00014103720192603457 2.3743875149777941e-07 -0.00051846808227392932 0.00078645560975928682 0.00012935911705110062 -0.00033614524814765904 -0.00013921760080847889 -0.00018122996487477395 0.00015141865427722225 -0.00010708725200856862 0.0003629938518729019 -0.0002192385956401598 9.5609880703374404e-05 -0.00014482896540694466 0.00014350012317449642 -0.00023808972061942769 -9.3345857458189146e-06 -0.00023776019619877581 -0.00085703367629321294 0.00043000732707283035 -0.00027646159956930207 -0.00015158941880347106 2.4084146724290853e-06 0.00044129511312348776 0.00028798914696380961 -1.1584651192474433e-06 0.00023612229468364442 0.00022619589562275383 -9.3055016613537825e-05 0.00014659812363581958 0.00020155955273713473
leaf_weight=21 179 22 20 23 20 20 24 30 20 22 33 22 27 34 24 25 21 20 22 20 36 38 20 20 2203 22 33 57 22 21
leaf_count=21 179 22 20 23 20 20 24 30 20 22 33 22 27 34 24 25 21 20 22 20 36 38 20 20 2203 22 33 57 22 21
internal_value=0 -9.55408e-07 4.13183e-05 -4.16886e-06 -3.35699e-05 -2.11325e-07 -1.26214e-06 2.73856e-07 1.27308e-06 0.000139146 -8.32613e-07 -9.32992e-05 1.05446e-06 -6.38195e-07 8.37602e-07 -1.02512e-06 -4.78889e-05 -0.00038609 1.74289e-05 -2.55888e-05 6.806e-07 4.57597e-06 0.000153749 7.61147e-07 3.3157e-06 3.01351e-05 -4.84674e-07 4.80847e-05 -2.63162e-05 7.55689e-07
internal_weight=0 3100 219 2881 199 2859 2836 2812 2792 42 2750 55 2695 2665 2638 2604 278 45 233 211 191 2326 58 2268 2244 170 148 112 79 2224
internal_count=3121 3100 219 2881 199 2859 2836 2812 2792 42 2750 55 2695 2665 2638 2604 278 45 233 211 191 2326 58 2268 2244 170 148 112 79 2224
is_linear=0
shrinkage=0.1


Tree=2651
num_leaves=31
num_cat=0
split_feature=129 129 12 15 130 121 33 3 47 3 3 48 13 51 48 160 157 52 52 159 2 2 1 2 160 2 13 51 4 11
split_gain=3.95267e-05 4.27923e-05 0.000159907 0.000167561 6.55909e-05 0.000103773 5.5128e-05 5.44485e-05 0.000227072 0.0011295 0.000377968 0.000175437 0.000167695 0.000127344 0.000126641 0.000121872 0.000108472 0.000125199 0.00013296 0.000246722 0.000165975 0.000300288 0.000314208 0.000256578 0.000503852 0.000186155 0.000199406 0.000101114 0.000177869 0.000170744
threshold=0.12076500000000001 0.10311000000000002 0.095330000000000012 0.083490000000000023 -0.22699999999999995 -0.088279999999999983 -0.009184999999999997 -1.0000000180025095e-35 0.094160000000000008 0.10542000000000001 0.0041950000000000008 0.13252500000000003 -0.16152999999999998 0.123935 0.097690000000000013 0.10580000000000002 0.0026750000000000007 -0.23798499999999997 -0.089199999999999988 0.097495000000000012 0.097845000000000015 0.10644500000000001 0.10871500000000002 0.079055000000000014 -1.0000000180025095e-35 0.14445500000000003 -0.41572999999999993 0.012085000000000002 -0.51843499999999987 0.088215000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 -7 12 10 -10 -9 -11 -8 14 15 16 17 -12 19 -19 23 -22 -23 -20 -25 26 -24 28 -14 -29
right_child=-2 2 -4 -5 5 6 7 8 9 11 13 -13 27 -15 -16 -17 -18 18 20 -21 21 22 25 24 -26 -27 -28 29 -30 -31
leaf_value=-0.00016211892641149463 -0.00013356653874904044 0.00039532218042517175 -0.00013509571626064312 8.5303985542850572e-06 0.00021212663698900981 -0.00013597658811098274 -0.00027468153572914636 -0.00038624113270392023 0.00074535950447898356 -0.00018848626236462766 0.00029566352848632961 0.00014328402030514554 -0.00028815445371235354 -0.00018718644469454713 0.00027627407606425029 -0.00021625172099447808 -0.00017140014785147051 -0.00024144321933704306 -3.8764610705714274e-05 0.00016959346906767915 -0.00034619641290711508 0.00040431812574917624 7.5982282197357921e-05 2.901776636961938e-05 0.00061990226342998169 0.00014232417205885912 -0.00033832435751369653 2.955844961964973e-05 -8.5157164922357324e-06 0.00033081986810429959
leaf_weight=25 22 21 23 24 23 30 23 24 25 37 20 28 23 27 21 20 23 40 35 23 21 22 21 31 27 39 26 317 2060 20
leaf_count=25 22 21 23 24 23 30 23 24 25 37 20 28 23 27 21 20 23 40 35 23 21 22 21 31 27 39 26 317 2060 20
internal_value=0 9.48195e-07 7.94014e-05 0.000189033 -8.1189e-07 5.29653e-07 -1.10184e-06 2.68378e-07 2.99876e-05 0.000174133 -9.00595e-07 -4.55698e-05 -5.93581e-06 2.24534e-05 3.77929e-05 2.34018e-05 3.80148e-05 5.38067e-05 3.68343e-05 -9.13822e-05 7.32201e-05 -1.96035e-07 6.70818e-05 0.000175055 0.000304085 -1.91879e-05 -0.000153209 -3.38161e-06 -1.16034e-05 4.74375e-05
internal_weight=0 3099 68 45 3031 3006 2983 2953 510 90 420 65 2443 396 369 348 328 305 285 63 222 129 108 93 58 86 47 2420 2083 337
internal_count=3121 3099 68 45 3031 3006 2983 2953 510 90 420 65 2443 396 369 348 328 305 285 63 222 129 108 93 58 86 47 2420 2083 337
is_linear=0
shrinkage=0.1


Tree=2652
num_leaves=31
num_cat=0
split_feature=132 1185 1203 398 2 13 16 130 1186 130 40 120 12 4 142 11 1 33 2 3 1 52 52 12 52 403 52 403 52 1210
split_gain=3.97296e-05 0.00028195 8.9459e-05 4.55645e-05 6.0959e-05 9.84031e-05 0.000102072 7.69983e-05 6.9144e-05 3.90345e-05 6.91602e-05 8.61211e-05 5.80988e-05 0.000135476 0.000105618 8.90635e-05 8.18646e-05 7.36246e-05 6.98157e-05 6.44039e-05 0.000130385 5.32155e-05 0.000176866 0.000548577 0.000436471 0.000225028 0.000141605 0.000394005 0.000135071 0.000227057
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10586000000000002 0.10222000000000002 -0.039649999999999998 -0.073404999999999984 0.087230000000000016 -0.052704999999999995 -0.23123999999999997 -0.24290999999999999 0.086165000000000019 0.12757000000000002 -0.011884999999999998 -0.057499999999999989 -0.014494999999999999 0.15799000000000005 0.085305000000000006 0.14122000000000004 0.14121000000000003 0.12656000000000003 0.091820000000000013 0.10160000000000001 0.091545000000000015 0.10611000000000001 -0.44023999999999991 0.088185000000000013 -0.0091899999999999985 0.08734500000000002 -0.14175499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -7 -3 -11 12 14 -14 -12 -16 17 18 21 20 -20 26 23 -23 -24 -26 28 -28 29 -17
right_child=1 9 -4 -5 -6 6 -8 -9 -10 10 11 -13 13 -15 15 16 -18 -19 19 -21 -22 22 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00019404161170574039 0.00036821045879540699 0.0001302114480337047 -0.0002113683753931481 0.0001150387654374556 -0.00015476442203019841 0.0001056391605830175 -0.00019007214403686567 0.00017341124071010752 -0.00011844055574329105 -0.00018589183844596846 0.00022409343773255216 0.00016648279713755924 5.6962462275061459e-05 -0.00029813242657664456 -0.00020617730499777409 0.00024579799468110421 -0.00020101564623473678 -0.00013616050541474437 0.00016698275953617501 0.00019734485232869963 -0.00016097502812044697 7.0341383120235565e-05 0.00037285985228412881 -0.00046014222815366726 -0.00034685955144509324 -1.1894410506668754e-05 -5.1667560662881056e-05 0.00039150685693260004 -0.0001859103935154004 1.9721713871939049e-06
leaf_weight=21 21 23 27 23 34 21 33 23 40 20 21 31 22 21 21 39 20 38 27 35 22 44 29 35 21 446 47 35 37 1844
leaf_count=21 21 23 27 23 34 21 33 23 40 20 21 31 22 21 21 39 20 38 27 35 22 44 29 35 21 446 47 35 37 1844
internal_value=0 3.12221e-06 -4.07716e-05 -1.71505e-05 -3.4827e-05 -5.27716e-06 -4.10523e-05 1.74912e-05 -4.12984e-05 4.5826e-07 -5.87037e-07 7.20228e-07 -1.11238e-06 -0.000116456 6.83987e-07 -1.02828e-06 5.56178e-07 2.04986e-06 4.02355e-06 9.37399e-05 1.97364e-05 1.09915e-06 -2.57147e-05 -0.000164683 -3.58069e-06 -2.69571e-05 8.80044e-06 0.000137492 3.30423e-06 7.0222e-06
internal_weight=0 2899 222 195 172 138 117 84 61 2878 2855 2835 2804 43 2761 2740 2719 2699 2661 84 49 2577 575 79 496 467 2002 82 1920 1883
internal_count=3121 2899 222 195 172 138 117 84 61 2878 2855 2835 2804 43 2761 2740 2719 2699 2661 84 49 2577 575 79 496 467 2002 82 1920 1883
is_linear=0
shrinkage=0.1


Tree=2653
num_leaves=31
num_cat=0
split_feature=33 9 3 34 9 1 120 1 41 147 148 148 0 447 448 483 46 1429 156 1429 1428 11 11 11 11 132 1203 394 50 0
split_gain=3.8593e-05 4.81509e-05 0.000135957 9.46373e-05 8.59784e-05 9.55058e-05 0.000135562 0.000232039 5.62158e-05 4.51681e-05 0.000201757 0.00011155 6.38987e-05 9.1889e-05 7.84294e-05 6.25419e-05 5.06626e-05 6.48563e-05 0.000169181 8.488e-05 6.3715e-05 0.0001119 0.000207703 0.000140882 0.000147054 5.16989e-05 0.00137718 0.000559924 0.000192663 0.000107364
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 -0.097449999999999981 -0.090799999999999978 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 0.11457000000000002 0.095485000000000014 -0.065034999999999996 -0.098399999999999974 -0.26343999999999995 0.089595000000000022 -0.083689999999999987 -0.47181499999999993 0.084955000000000017 -0.12066499999999998 0.088250000000000009 -0.086994999999999989 -0.020064999999999996 0.094350000000000003 0.10177000000000001 0.087575000000000014 0.08326500000000002 -0.083284999999999984 0.089165000000000008 0.11233000000000001 0.090390000000000012 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 8 9 11 -11 -6 -13 14 -14 -16 17 18 -17 -19 -21 23 -23 24 25 26 28 -27 29 -22
right_child=1 2 -4 4 5 -7 -8 -9 -10 10 -12 12 13 -15 15 16 -18 19 -20 20 21 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00013197956246916546 0.00021752046843175776 0.00010227605851555599 -0.00022518130508615287 -0.00017208378284804299 -0.00020304207382314081 0.00021872637968044727 -0.00018574414049255257 0.00034138270755647683 -0.00014970937778707597 0.00030318575712347717 -0.0001027312302030623 0.00017094898648792878 -0.00014454352234392182 0.00019071219535544514 0.00015447159394870353 9.1679856705013666e-05 0.0001375515681082526 0.00017568959089018152 -0.00030212484624219846 -0.00018033164888038301 -4.3296717683747487e-05 0.00038625904841561957 -2.9776799653648468e-05 -0.00020623524597955542 0.00023528368440635793 -3.0016922691578368e-06 0.00083052797490381638 -0.00050992587824690743 -0.00032395622420153817 0.00019716942809860818
leaf_weight=22 20 21 32 29 27 20 39 20 25 24 25 22 38 25 26 20 26 27 24 20 119 21 28 34 26 2275 20 22 22 22
leaf_count=22 20 21 32 29 27 20 39 20 25 24 25 22 38 25 26 20 26 27 24 20 119 21 28 34 26 2275 20 22 22 22
internal_value=0 -9.36932e-07 -9.5434e-05 7.07306e-07 -7.25696e-07 9.32424e-07 -5.30754e-07 1.92783e-06 -3.98796e-07 8.91479e-07 9.60853e-05 -7.48639e-07 1.19028e-06 -1.45929e-07 -1.86848e-06 1.16024e-07 -1.36707e-06 -2.71479e-06 -0.000123123 -7.04941e-07 -2.53041e-06 -1.1569e-06 0.000148524 -4.04445e-06 -1.30124e-06 -3.78156e-06 4.73713e-05 -7.85687e-06 -4.87216e-05 -5.77718e-06
internal_weight=0 3099 53 3046 3026 2997 2977 2938 2918 2893 49 2844 2817 2795 2770 2732 2706 2680 44 2636 2609 2589 49 2540 2506 2480 183 2297 163 141
internal_count=3121 3099 53 3046 3026 2997 2977 2938 2918 2893 49 2844 2817 2795 2770 2732 2706 2680 44 2636 2609 2589 49 2540 2506 2480 183 2297 163 141
is_linear=0
shrinkage=0.1


Tree=2654
num_leaves=31
num_cat=0
split_feature=393 40 130 42 374 401 401 52 403 133 133 401 47 47 45 11 33 47 47 9 16 16 1 4 13 42 160 151 13 156
split_gain=3.92331e-05 3.94525e-05 0.000160135 0.000139507 4.54369e-05 4.03854e-05 9.25439e-05 0.000382607 0.00013193 0.000103264 8.01514e-05 5.73294e-05 6.69743e-05 6.18955e-05 8.74142e-05 0.000222929 9.77844e-05 5.61685e-05 0.00040222 0.000270089 0.000590749 6.36721e-05 0.000190547 0.000146037 9.19888e-05 0.00015845 0.000124189 6.28906e-05 0.000250146 0.000387894
threshold=0.12679500000000002 -0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.092550000000000007 -0.47313999999999995 -1.0000000180025095e-35 0.10263500000000002 -0.0091899999999999985 0.50628500000000021 0.41553500000000004 0.13571500000000003 0.13302500000000003 0.12958500000000003 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.094160000000000008 0.096850000000000006 0.088235000000000022 -0.4179199999999999 -0.13088499999999997 0.10781 0.060330000000000002 -0.075974999999999987 0.088200000000000014 -0.016279999999999996 -0.089594999999999994 -0.086354999999999987 0.087515000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -7 10 11 12 13 14 15 -8 -17 19 -19 27 -21 22 -20 24 25 -23 -26 28 -18 -30
right_child=-2 2 3 -5 -6 6 9 -9 -10 -11 -12 -13 -14 -15 -16 16 17 18 21 20 -22 23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.00013890934642404317 0.00011577114496974212 -0.00027082281277133997 0.00013859171065632836 0.000240089084157565 0.00013805508712286374 -9.5098988674214563e-05 0.00029601040878333155 -0.00044164162912541842 0.00024376325696721325 0.00016253424722603279 -0.00018538209066415828 0.00013564133376348764 -0.00013020696060266347 0.00016957178796430874 -0.00021106367465108635 -0.00020493360037410945 -0.00020868616291928839 0.00040771197274335906 -0.00030595501836311692 7.4441974020037044e-05 -0.00062363990840491503 -5.4279403977691095e-05 7.4965767732370812e-05 0.0002616883113353691 6.5069797090944596e-05 0.00028173401546866997 -0.00021864264587444874 -5.9888387325976932e-06 0.0002381040396691132 -0.00015285947350397085
leaf_weight=20 29 22 20 24 23 27 25 24 20 38 24 30 41 21 20 24 28 27 24 27 22 36 29 23 27 23 36 2265 86 36
leaf_count=20 29 22 20 24 23 27 25 24 20 38 24 30 41 21 20 24 28 27 24 27 22 36 29 23 27 23 36 2265 86 36
internal_value=0 -1.08582e-06 -1.99725e-06 -5.81803e-08 -1.96285e-06 -3.03525e-06 -3.98481e-06 -0.000116786 4.90977e-05 -1.23451e-06 -3.39986e-06 -1.86737e-06 -3.33023e-06 -1.45835e-06 -2.76061e-06 -1.23904e-06 -3.97817e-06 -2.18459e-06 4.56432e-05 -6.55198e-06 -0.000238983 -3.72984e-06 -9.75267e-05 3.05545e-05 -1.30199e-05 7.67089e-05 -9.70516e-05 -1.83599e-06 6.0872e-05 0.000122738
internal_weight=0 3092 3072 3050 3026 3003 2983 71 47 2912 2874 2850 2820 2779 2758 2738 2713 2689 225 2464 49 198 53 145 122 59 63 2415 150 122
internal_count=3121 3092 3072 3050 3026 3003 2983 71 47 2912 2874 2850 2820 2779 2758 2738 2713 2689 225 2464 49 198 53 145 122 59 63 2415 150 122
is_linear=0
shrinkage=0.1


Tree=2655
num_leaves=31
num_cat=0
split_feature=130 40 120 15 15 132 399 1204 1203 0 403 0 133 0 479 481 12 13 401 402 15 3 51 51 1208 402 402 2 3 12
split_gain=4.69338e-05 6.53955e-05 7.91972e-05 4.51298e-05 0.00035993 0.000266296 0.00125498 0.00116355 0.000188658 0.000158785 0.000732813 0.000441645 0.000273173 0.000222674 0.000248213 0.000280042 0.000133188 0.000118293 0.000109696 0.000204774 0.000255534 0.000247092 0.000107605 0.000122918 0.000158097 0.000247494 0.000134188 0.000144391 0.000256555 0.000260007
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 0.087575000000000014 0.087260000000000018 -0.083284999999999984 0.09141500000000001 -0.078604999999999994 0.088520000000000015 -0.086284999999999987 -1.0000000180025095e-35 -0.084674999999999986 -0.010614999999999998 -0.08317999999999999 0.10061500000000002 -0.081614999999999979 0.088245000000000004 -0.093839999999999993 0.11444000000000001 0.10874500000000002 0.086715000000000014 -0.085114999999999982 0.10501000000000001 0.090230000000000019 0.10233500000000001 0.13924000000000003 0.097495000000000012 0.097220000000000015 -0.074084999999999998 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 18 6 -5 -7 9 10 -9 12 -11 16 15 -15 -13 -12 19 20 -3 -21 23 24 25 26 27 28 -17 -30
right_child=1 2 -4 5 -6 7 -8 8 -10 11 17 13 -14 14 -16 22 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00014232216762257336 -0.00018129712876543635 -6.2451708314334764e-06 0.00018916853527612562 -0.00023814388978280477 -0.00040183090598514795 -0.00074694455310236668 0.0008204018650715063 0.00067380124524788702 0.00031487497809311294 -6.7257782575325109e-05 -0.00014359483382467067 5.9040714404545724e-05 -0.00057149190851348637 0.00038397111522499473 -0.00029959475548891468 -2.8921670144138098e-05 0.00041961945160957318 8.5549693852646647e-05 0.00018899969627141376 -0.00047951967131666613 0.00032184574265556879 1.7564147419761867e-05 0.00021615523463961754 -0.00024077489116197366 0.00019577155528263817 -0.00036057297445950102 0.00025286688662163215 -0.00016093912133659284 5.9535554927689111e-06 0.00050413833756465473
leaf_weight=23 20 2182 22 24 23 20 21 20 22 22 33 20 21 20 26 198 21 71 29 20 24 20 22 22 38 20 20 55 22 20
leaf_count=23 20 2182 22 24 23 20 21 20 22 22 33 20 21 20 26 198 21 71 29 20 24 20 22 22 38 20 20 55 22 20
internal_value=0 -1.05662e-06 1.14532e-07 -1.24646e-06 -8.2258e-06 1.99126e-05 0.000255844 5.02206e-06 2.67238e-05 1.72763e-05 0.000119447 -5.88492e-06 -0.000313512 2.0361e-05 5.81266e-07 1.84407e-05 0.000243727 1.28404e-05 -4.2465e-06 -6.74166e-06 -2.67573e-06 -0.000230978 9.09275e-07 -1.10791e-05 2.46863e-06 -1.94583e-05 2.19981e-06 -1.47946e-05 1.86969e-05 0.000243184
internal_weight=0 3098 3078 3056 2298 758 45 713 693 671 124 547 43 504 463 437 41 104 2275 2246 2206 40 417 395 373 335 315 295 240 42
internal_count=3121 3098 3078 3056 2298 758 45 713 693 671 124 547 43 504 463 437 41 104 2275 2246 2206 40 417 395 373 335 315 295 240 42
is_linear=0
shrinkage=0.1


Tree=2656
num_leaves=31
num_cat=0
split_feature=132 394 1203 129 0 0 159 159 52 13 160 1375 13 4 51 16 51 16 4 151 16 16 4 43 1213 52 48 1 16 16
split_gain=4.75989e-05 0.000269123 0.000220862 4.71286e-05 3.94231e-05 0.000353891 0.000116707 0.000157757 0.000159949 0.000158406 0.000144879 0.00023845 0.000114975 0.000288718 0.000124786 0.000306051 0.000257639 0.000175075 0.000523176 0.000882058 0.000315952 0.000195012 0.000172626 0.000259391 0.000145193 0.000132797 0.000129849 0.000180894 0.000800352 0.000424096
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.082304999999999975 -0.087634999999999977 -0.087974999999999984 0.11389500000000001 0.10713500000000002 -0.14488499999999996 -0.084774999999999989 0.11205000000000002 -0.14438999999999999 -0.17933499999999997 0.00063500000000000004 -0.086719999999999978 -0.0083599999999999976 -0.10316499999999999 -0.014034999999999997 -0.0070899999999999991 -0.0064299999999999991 -0.004174999999999999 -0.054549999999999994 -0.0057249999999999992 -0.078469999999999984 -0.0086699999999999989 -1.0000000180025095e-35 -0.072824999999999987 0.092390000000000014 -0.087659999999999988 -0.076669999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 7 8 9 -5 11 -10 13 -13 15 16 -14 21 20 -20 -19 22 23 -16 -24 -23 -26 28 -28 -29
right_child=1 -3 -4 4 -6 -7 -8 -9 10 -11 -12 12 14 -15 17 -17 -18 18 19 -21 -22 25 24 -25 26 -27 27 29 -30 -31
leaf_value=-1.2988137954454609e-05 0.00012754622042973943 0.00035179573195901788 -0.00036184288939693942 0.00033284225853024579 8.0581231267306805e-06 -0.00040429531749712472 -0.00017695665612383238 0.00027059028586899376 -0.00035162853713369591 2.7468633108620287e-05 0.00020057254592318024 -0.00043063115419657983 -0.00023790841740265026 -9.8149232793990195e-06 0.00037153263296329836 -0.00042116685760144423 0.00025284291812014369 0.0001082889973006856 2.1115777599334251e-05 0.00085518448170097093 -0.00034174802769065051 -4.135910450713709e-05 -0.00025176384871075343 1.2719424425581978e-05 -0.00020062936554578219 -0.00040140858502473706 1.4596364043665514e-05 2.2197115897295437e-05 -0.00065911794808926061 0.00051383204787271099
leaf_weight=196 29 22 20 26 1853 23 39 21 22 49 29 23 20 56 29 24 23 39 32 21 26 20 27 66 33 21 149 143 20 20
leaf_count=196 29 22 20 26 1853 23 39 21 22 49 29 23 20 56 29 24 23 39 32 21 26 20 27 66 33 21 149 143 20 20
internal_value=0 3.36749e-06 -4.52895e-05 7.0865e-07 -5.80169e-07 -1.65709e-05 -7.45267e-06 -4.12569e-07 -6.61198e-06 0.000133331 -1.90625e-05 -2.68873e-05 -1.78667e-05 -0.000132331 -5.18413e-06 -0.000135086 2.45865e-05 8.2887e-06 0.00011841 0.000351596 -7.17258e-05 -1.63218e-05 1.31183e-06 0.000122252 -2.79976e-05 -0.000225775 -1.1445e-05 7.35942e-06 -6.51331e-05 8.25204e-05
internal_weight=0 2905 216 2883 2854 1001 978 939 918 75 843 814 792 79 713 67 43 646 118 53 65 528 487 95 392 41 365 332 169 163
internal_count=3121 2905 216 2883 2854 1001 978 939 918 75 843 814 792 79 713 67 43 646 118 53 65 528 487 95 392 41 365 332 169 163
is_linear=0
shrinkage=0.1


Tree=2657
num_leaves=31
num_cat=0
split_feature=47 47 47 131 393 34 33 49 1 1 42 15 16 1 12 16 160 52 49 160 3 156 3 51 2 0 50 133 133 133
split_gain=4.0249e-05 0.000460762 0.000266178 9.50324e-05 9.23171e-05 8.38586e-05 0.000112007 7.87e-05 0.000115178 0.000346848 0.000256003 0.000304382 0.000159999 0.00022904 0.000111363 9.3894e-05 6.81224e-05 6.12875e-05 5.88665e-05 0.00023829 0.000491641 0.000436377 0.000262767 0.00014888 0.000108141 7.1455e-05 8.41131e-05 7.29307e-05 0.000236155 0.000226732
threshold=0.092165000000000011 0.09550500000000002 0.090100000000000013 0.13767000000000004 0.12679500000000002 -0.112215 -1.0000000180025095e-35 -0.0087049999999999992 0.096325000000000008 0.10727500000000002 0.087885000000000019 -0.11345499999999999 -0.073404999999999984 0.122715 0.091840000000000019 -0.011734999999999997 -0.016279999999999996 -0.07278999999999998 0.10969000000000002 -0.085764999999999994 -0.086424999999999988 0.086945000000000008 -0.073309999999999986 -0.41904999999999998 0.11018500000000002 -0.24955499999999997 -0.23848499999999997 0.093615000000000018 0.098785000000000012 0.091250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 15 10 14 11 -9 13 -11 -10 -3 -14 -18 23 -20 -21 22 -22 -8 -24 -25 -27 29 -29 -28
right_child=1 7 -4 -5 -6 6 18 8 9 12 -12 -13 16 -15 -16 -17 17 -19 19 20 21 -23 24 25 -26 26 27 28 -30 -31
leaf_value=-0.00017766120055547128 -0.00044570611126255248 -0.00026334178205022753 0.00035042203856970778 -0.00020580523851094769 0.00019040092984841278 0.00023284100461751223 0.00026387877323114399 2.6988803997832852e-05 -0.00042247974905995243 0.00040912365040276198 -7.7781711931889641e-05 0.00052084673079662031 8.011813370103483e-05 -7.3089667629184473e-06 -9.9834732081376402e-05 1.9405409420869547e-05 -1.2518234193678303e-05 -0.00023683529638912574 0.00020048065169248733 -0.00048514927678167753 -0.00037418054638817862 0.00032540298270760108 0.00017590394641696808 0.00017078801570460201 -0.0001096387961297296 0.00020013774171405075 -3.6813061345314342e-06 0.00029839618730420625 1.5501686446940597e-05 -0.00023320440126223154
leaf_weight=26 25 23 22 22 26 21 22 26 23 25 39 24 32 28 20 24 29 21 30 28 29 28 21 25 36 21 1970 32 379 44
leaf_count=26 25 23 22 22 26 21 22 26 23 25 39 24 32 28 20 24 29 21 30 28 29 28 21 25 36 21 1970 32 379 44
internal_value=0 -3.25319e-05 3.96417e-06 1.20255e-06 2.86587e-06 1.06796e-06 2.79803e-06 3.64121e-07 2.13688e-05 -2.50735e-05 0.000114253 0.000264041 5.37085e-05 0.000189122 -0.000272412 -0.00011896 -3.38145e-05 -0.000106731 9.8531e-07 -5.55972e-05 -0.000109698 -1.74822e-05 -0.000129119 4.88912e-06 -4.43884e-06 2.58326e-06 8.64081e-07 -8.61587e-07 3.75275e-05 -8.69571e-06
internal_weight=0 339 2782 2760 2738 2712 2686 314 267 178 89 50 135 53 43 47 82 50 2665 172 142 114 86 2493 57 2471 2446 2425 411 2014
internal_count=3121 339 2782 2760 2738 2712 2686 314 267 178 89 50 135 53 43 47 82 50 2665 172 142 114 86 2493 57 2471 2446 2425 411 2014
is_linear=0
shrinkage=0.1


Tree=2658
num_leaves=31
num_cat=0
split_feature=471 471 156 1419 11 1428 155 52 475 472 1420 475 157 2 475 52 483 42 3 151 0 39 1455 159 1428 1429 1447 12 1447 0
split_gain=4.08884e-05 5.09673e-05 7.36288e-05 6.63783e-05 5.22769e-05 0.000303511 0.00021129 0.000137735 0.000147632 0.000130293 7.79474e-05 7.56268e-05 0.000580915 0.000498308 0.000232805 7.98866e-05 6.59356e-05 0.0002383 0.000175113 0.000194837 0.000167311 0.000141801 0.000117827 9.93807e-05 6.9507e-05 0.000240707 7.40918e-05 0.000764333 0.000228074 0.000189375
threshold=0.10693500000000002 0.094575000000000006 -0.094124999999999986 0.091465000000000005 0.090070000000000025 0.093045000000000017 0.11332500000000002 -0.55692499999999978 -0.24039999999999997 -0.084114999999999981 -0.083279999999999979 -0.085719999999999977 -0.086394999999999986 0.086950000000000013 -0.084894999999999984 -0.54533999999999982 0.098395000000000024 0.096610000000000015 -0.076514999999999986 -0.0062849999999999989 -0.085669999999999982 0.16946000000000003 -0.14432499999999995 -0.087039999999999992 -0.071779999999999997 -0.060529999999999994 -0.085709999999999995 0.083985000000000018 -0.08477999999999998 -0.087414999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -6 -4 -9 -10 -11 12 -12 -14 -13 -16 21 18 19 -18 -21 22 -17 -20 -24 -26 27 -27 -28 -29
right_child=-2 -3 3 -5 6 -7 -8 8 9 10 11 14 13 -15 15 16 17 -19 23 20 -22 -23 24 -25 25 26 28 29 -30 -31
leaf_value=0.0001746591691850578 0.00013906702695835738 -0.00014610387687146915 0.00018771440908238175 -0.00014223863324855992 -7.0904364220304941e-06 -0.00034887484891805797 0.00036205264012096456 -0.00022215827363349187 0.00023285859582150201 -0.0001805792651794036 0.00055957918732019607 -0.00033393600828103011 0.00031697680624347417 -0.00031932133415466527 0.0001714610949555343 -0.00022828821042228652 -0.00015772679384099323 0.0003100290960226689 -0.00030837133341595868 0.00042277876096445005 3.237370781236045e-05 -0.00027031935460399838 -0.00016047827176171941 -7.7950646465813577e-06 0.00030350360471997055 0.00057136826293097565 -0.00033347828111367391 5.6147716939449312e-05 -2.4484510897214767e-06 -0.00034613233186643236
leaf_weight=24 21 24 39 33 69 25 20 30 24 24 20 21 20 32 27 23 20 31 22 21 23 20 27 22 26 23 21 25 2342 22
leaf_count=24 21 24 39 33 69 25 20 30 24 24 20 21 20 32 27 23 20 31 22 21 23 20 27 22 26 23 21 25 2342 22
internal_value=0 -9.42066e-07 1.90536e-07 -1.18143e-06 3.60432e-07 -1.93299e-06 7.58631e-05 1.05274e-06 -1.48732e-06 8.46999e-07 -1.13319e-06 4.11544e-07 0.000101567 -7.45913e-05 -2.27005e-06 3.14361e-07 -1.41763e-06 6.56378e-05 -4.51155e-06 0.000101069 0.000218703 -5.10316e-06 -2.98904e-06 -0.000158083 -9.0462e-07 8.47511e-07 -2.38679e-06 9.90036e-05 -5.39032e-06 -0.000132154
internal_weight=0 3100 3076 3052 3019 2930 89 2905 2866 2836 2812 2788 72 52 2716 2695 2668 139 108 64 44 2529 2509 44 2486 2459 2433 70 2363 47
internal_count=3121 3100 3076 3052 3019 2930 89 2905 2866 2836 2812 2788 72 52 2716 2695 2668 139 108 64 44 2529 2509 44 2486 2459 2433 70 2363 47
is_linear=0
shrinkage=0.1


Tree=2659
num_leaves=31
num_cat=0
split_feature=40 130 40 97 30 9 150 34 11 1 9 10 16 2 16 16 42 402 2 16 12 129 1213 1210 12 15 133 160 160 1
split_gain=4.03958e-05 0.000155676 0.000135443 4.10198e-05 0.000102268 4.46606e-05 0.000269147 6.23343e-05 8.82335e-05 6.78209e-05 6.47996e-05 0.000118114 0.000289009 0.00025086 4.87692e-05 0.000128209 0.000426766 0.000120584 0.000120315 0.000386826 0.000241598 0.000505452 0.000352233 0.000429221 0.000280597 0.00031518 0.000189827 0.000299873 0.000209102 0.000172947
threshold=-0.24620999999999996 -0.22699999999999995 -0.15322999999999998 -0.086464999999999986 0.096890000000000018 -0.036024999999999995 0.084555000000000019 -0.080814999999999984 -1.0000000180025095e-35 0.15799000000000005 0.092235000000000011 -0.010699999999999999 -0.080344999999999986 -1.0000000180025095e-35 -0.084119999999999986 -0.082179999999999989 -0.088249999999999981 0.14512000000000005 0.086100000000000024 -0.08595499999999999 0.085250000000000006 0.080675000000000011 -0.087969999999999979 -0.049339999999999995 0.084595000000000017 -0.092919999999999989 0.10466000000000002 0.099315000000000014 0.090980000000000019 0.097115000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 -7 -9 10 11 12 -10 -13 18 16 -16 -17 20 26 24 22 -22 -24 25 -15 27 28 -20 -25
right_child=1 2 3 4 -6 7 -8 8 9 -11 -12 13 -14 14 15 17 -18 -19 19 -21 21 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=0.00014166328175633681 -0.00026597897680899637 0.00025407431386979411 -0.00013380118806431395 -0.00030402779113366569 0.00021031605327785337 -0.000148319777326833 0.00017997402726905421 0.00020583896021846506 8.3456192967126051e-05 -0.00017091590827634639 0.00013481043649537445 0.0003056358149344171 -0.00044177911142469385 0.00037871772557082297 -0.00013853536478563913 6.9593926196306468e-06 0.00036600606889758067 -0.00019198648444744909 -4.8163839514958466e-05 -0.00044856169083884554 -0.00025692750271749296 -0.00043433813261799519 0.00052258926887589047 8.1838001997273086e-05 0.00040244936935778246 -9.2357916612539217e-05 0.00012149067327098034 -0.00035872021830679542 0.0002549321501495191 -0.00019483584619592876
leaf_weight=20 22 21 23 27 23 28 20 21 22 23 36 27 20 20 30 1770 38 31 441 23 36 27 20 117 32 49 72 30 24 28
leaf_count=20 22 21 23 27 23 28 20 21 22 23 36 27 20 20 30 1770 38 31 441 23 36 27 20 117 32 49 72 30 24 28
internal_value=0 -9.13663e-07 9.80275e-07 -7.57781e-07 2.50456e-07 -1.35363e-06 -9.80696e-05 1.79472e-07 1.5952e-06 1.24304e-07 1.48411e-06 -1.95884e-07 -0.000166656 2.28771e-06 -6.50022e-07 8.62424e-06 0.000143414 3.535e-06 -1.95114e-05 -4.65306e-05 2.89426e-05 -2.80925e-05 2.64778e-05 8.83117e-05 0.000157695 4.41857e-05 -3.02225e-05 -5.22899e-05 -3.25202e-05 2.84113e-05
internal_weight=0 3101 3079 3058 3035 3012 47 2965 2937 2916 2893 2857 42 2815 2788 1869 68 1801 919 590 329 228 201 165 101 69 567 495 465 145
internal_count=3121 3101 3079 3058 3035 3012 47 2965 2937 2916 2893 2857 42 2815 2788 1869 68 1801 919 590 329 228 201 165 101 69 567 495 465 145
is_linear=0
shrinkage=0.1


Tree=2660
num_leaves=31
num_cat=0
split_feature=130 39 1203 1204 132 15 399 15 393 1186 393 129 394 0 483 481 160 481 42 1213 4 403 42 2 403 15 4 43 52 2
split_gain=4.78005e-05 6.12193e-05 3.79798e-05 6.93349e-05 5.77581e-05 0.00149949 0.000652582 0.000175845 8.00043e-05 5.6263e-05 9.08923e-05 5.99095e-05 0.000114535 4.87024e-05 0.000242925 0.000203966 0.000170555 0.000169552 0.000443724 0.000149856 0.000513397 0.00049411 0.000218448 0.000224638 0.000163487 0.000268893 0.000151425 0.000371376 0.000931775 0.000390821
threshold=-0.23123999999999997 0.15619500000000003 0.10970500000000001 0.057120000000000011 -0.083284999999999984 0.091915000000000011 0.091580000000000009 0.084905000000000022 0.098330000000000015 0.089315000000000019 0.088255000000000014 -0.077709999999999987 -0.10421499999999999 -0.082284999999999983 -0.47181499999999993 -0.15447499999999997 0.35004500000000011 -0.086484999999999992 0.085730000000000015 0.04198000000000001 -0.082109999999999975 -0.51931999999999989 0.090990000000000015 0.087470000000000006 -0.092059999999999989 0.084050000000000014 -0.078809999999999977 0.0034250000000000005 0.088555000000000009 0.084550000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 8 -2 9 10 11 -6 -13 15 -15 -14 17 18 -17 21 -21 -19 23 -22 25 -23 27 29 -29 -26
right_child=1 -3 -4 -5 6 -7 -8 -9 -10 -11 -12 12 13 14 -16 16 -18 19 -20 20 22 24 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.00014363036569430614 2.7687600449513217e-06 -0.00017545687223901042 0.00013742221039137804 -0.00017380222561769187 -0.00015738119297263137 0.00083137153940862683 -0.00052243105225594877 -0.00025590818988945329 0.00018303792776350747 0.00013823480162657156 -0.00019554131889473563 0.00023973316485353279 -0.00026689755182052335 0.00035950676206994106 8.2193150437199821e-06 -0.00010642046151958683 -0.00024749992288857826 -0.00048782034374942836 0.00047824345865137729 0.0005478119325181026 -0.00039858252042904494 -4.3205416131381609e-05 0.00024316452138009481 7.5377894681878394e-05 -0.00018905542232201895 0.00039286829493133933 -1.5957461752914623e-06 -0.0008310994977884028 0.00012262479662240367 0.00013486304668670833
leaf_weight=23 147 20 20 23 24 22 24 32 24 29 24 20 31 20 1252 27 29 22 25 21 20 31 20 20 74 26 955 21 20 75
leaf_count=23 147 20 20 23 24 22 24 32 24 29 24 20 31 20 1252 27 29 22 25 21 20 31 20 20 74 26 955 21 20 75
internal_value=0 -1.06633e-06 6.68111e-08 -8.31524e-07 4.79292e-07 5.22792e-05 -3.19459e-06 -4.34752e-05 1.24017e-06 -3.25927e-07 -1.7834e-06 -8.19066e-08 1.31166e-06 -4.61646e-07 1.37427e-05 -1.32125e-05 -7.53843e-06 -2.41029e-06 0.000174668 -9.46628e-06 0.000122262 -1.81836e-05 -2.668e-05 -0.000161602 -9.58793e-06 0.000155705 -1.78165e-05 -9.93472e-05 -0.000365868 -2.60092e-05
internal_weight=0 3098 3078 3058 3035 201 2834 179 2810 2786 2757 2733 2709 2689 1272 1417 1386 1357 52 1305 81 1224 60 40 1202 57 1145 190 41 149
internal_count=3121 3098 3078 3058 3035 201 2834 179 2810 2786 2757 2733 2709 2689 1272 1417 1386 1357 52 1305 81 1224 60 40 1202 57 1145 190 41 149
is_linear=0
shrinkage=0.1


Tree=2661
num_leaves=31
num_cat=0
split_feature=132 132 15 1204 0 15 133 133 12 394 1186 129 394 13 40 2 4 11 33 9 3 43 150 43 1372 52 16 12 12 3
split_gain=4.50216e-05 0.000224226 0.000188654 6.09743e-05 0.000159879 9.86148e-05 8.88375e-05 6.74789e-05 0.000158529 4.83138e-05 4.88364e-05 5.77906e-05 8.2645e-05 4.54495e-05 0.000351957 0.000201319 0.000169906 6.41298e-05 9.31326e-05 6.90871e-05 0.000158711 7.39149e-05 0.000222643 0.00013633 0.000307305 0.000258028 0.000323038 0.000121348 0.000176527 0.000176976
threshold=-0.083174999999999985 -0.050879999999999988 0.092400000000000024 -0.082274999999999987 -0.084804999999999978 0.084510000000000016 -0.022174999999999997 -0.37971999999999995 0.11527000000000001 -0.14580499999999996 0.089315000000000019 -0.077709999999999987 -0.089309999999999987 0.24813000000000004 -0.24452499999999996 0.31765000000000004 0.055260000000000011 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 -0.011549999999999998 -0.088704999999999992 0.10375000000000002 -0.085739999999999997 -0.077034999999999978 -0.016949999999999996 -0.014754999999999999 0.093965000000000007 0.10408500000000002 -0.087784999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 -5 -3 11 -11 -13 14 -14 17 -15 -16 -19 21 -21 22 27 25 -25 -23 -27 -20 29 -29
right_child=1 9 -4 5 -6 -7 -8 -9 -10 10 -12 12 13 16 15 -17 -18 18 19 20 -22 23 -24 24 -26 26 -28 28 -30 -31
leaf_value=2.0221875208935285e-05 0.00029015682338029837 -0.00013008900651974338 -0.00030217575468122963 -0.00018814090480787104 -0.00030153809980813253 0.00020032567136459641 -0.00019785811392856496 0.00015166379147558474 0.00017782347465981731 -0.00014505861662554605 0.00012674175753002806 0.00019958071740499387 0.00042071406202580879 4.5343997149704623e-06 0.00016834761804405032 -0.00030875659181869462 -0.00032649019427481111 -0.00018412862662915832 -1.3462641775623849e-05 -2.7127705872713239e-05 0.00032892509195898176 7.1735483531180458e-05 0.00031608977226790525 0.0003877878368075472 -6.1516247876017211e-06 -4.9103047112347905e-05 -0.00056531915483488276 0.00030749593943069998 -7.1649902222686377e-05 -3.9478929414014734e-05
leaf_weight=47 27 28 25 29 23 27 21 30 20 27 31 21 20 69 23 21 20 27 295 31 21 36 27 20 2001 27 22 49 35 21
leaf_count=47 27 28 25 29 23 27 21 30 20 27 31 21 20 69 23 21 20 27 295 31 21 36 27 20 2001 27 22 49 35 21
internal_value=0 3.32365e-06 -4.34021e-05 -1.05628e-05 -8.54993e-05 3.07407e-05 -1.50472e-05 3.35481e-05 -3.87677e-05 6.27102e-07 1.91404e-06 5.38406e-07 1.94943e-06 4.48435e-07 2.78657e-06 -3.60477e-07 -6.98531e-05 2.09733e-06 6.3341e-07 2.56323e-06 0.000116663 2.20873e-07 3.81579e-05 -7.47102e-06 -2.25316e-06 -0.000131533 -0.000280874 1.93975e-05 0.000111719 0.000203403
internal_weight=0 2899 222 197 70 127 100 79 49 2872 2844 2813 2786 2765 2676 2656 89 2635 2612 2585 52 2533 427 2106 2021 85 49 400 105 70
internal_count=3121 2899 222 197 70 127 100 79 49 2872 2844 2813 2786 2765 2676 2656 89 2635 2612 2585 52 2533 427 2106 2021 85 49 400 105 70
is_linear=0
shrinkage=0.1


Tree=2662
num_leaves=31
num_cat=0
split_feature=33 9 3 34 34 33 120 1 120 1 132 1185 15 42 1 42 2 132 1186 1427 156 1428 12 12 12 12 12 42 160 16
split_gain=3.86608e-05 4.40975e-05 0.000139555 9.06978e-05 7.57912e-05 4.40354e-05 4.27752e-05 8.72902e-05 0.000160194 0.000191453 5.11698e-05 0.000212647 0.000141925 5.44933e-05 0.000205233 8.89921e-05 9.97016e-05 7.36829e-05 4.94392e-05 4.18179e-05 8.10451e-05 0.000169442 5.48295e-05 0.000347155 0.000333785 0.000290406 0.000210311 0.000441884 0.000130703 9.92773e-05
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 -0.097449999999999981 -0.084564999999999987 0.082285000000000011 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 -0.021469999999999996 0.088770000000000016 -0.049004999999999993 0.089320000000000024 -0.10047999999999999 -0.086839999999999987 0.094435000000000005 0.3248100000000001 0.094820000000000015 0.098330000000000015 0.097575000000000009 0.096990000000000007 0.096525000000000014 0.10061500000000002 0.080840000000000009 0.084770000000000026 0.6352000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 8 9 10 12 -12 13 15 18 16 17 -6 -15 20 21 22 23 24 25 29 27 -24 -28 -13
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11 11 19 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00013209553065032445 0.00021288834963343109 0.00010893870504289574 -0.00022282248239662296 -0.00016756140659574025 -0.00021968237073182267 0.00014169295807898213 -0.00013923005036221267 0.00020893307650112549 -0.00028273949003050804 0.0003095776437839959 0.00031981731188439187 -2.3184124014447157e-06 -0.00027195816580206157 0.0001422279587131925 -0.00034888346646247165 0.00020355410005836545 0.00011795418092788169 2.6858073496524329e-05 -4.8797861693726322e-05 0.00013175412320075945 -0.00019197752381759612 0.00024544013332550616 -0.00047776376789746184 0.0003538085968882245 -0.00034360058832265042 0.00033608482358081699 -2.3735044299863385e-05 8.5485926963603856e-05 0.00022953533304892267 0.00021120477150279014
leaf_weight=22 20 21 32 27 27 22 22 20 20 20 21 2130 25 20 21 23 32 22 42 24 22 28 30 28 28 26 276 26 22 22
leaf_count=22 20 21 32 27 27 22 22 20 20 20 21 2130 25 20 21 23 32 22 42 24 22 28 30 28 28 26 276 26 22 22
internal_value=0 -9.37752e-07 -9.13699e-05 6.35757e-07 -7.67103e-07 7.34547e-07 -3.07135e-07 7.27148e-07 -6.91632e-07 1.24352e-06 -8.86599e-07 2.85055e-06 -4.81827e-05 -1.82662e-05 -7.86928e-05 2.9959e-05 -1.93335e-05 -0.000108991 1.28234e-05 3.5006e-07 -8.45428e-07 7.61952e-07 -1.88526e-06 3.90883e-06 -5.32332e-07 3.8781e-06 -3.84502e-05 -0.000216255 -5.03723e-06 -1.35555e-07
internal_weight=0 3099 53 3046 3026 2999 2977 2955 2935 2915 2895 2683 212 187 83 104 81 49 62 2662 2638 2616 2588 2234 2206 2178 354 56 298 2152
internal_count=3121 3099 53 3046 3026 2999 2977 2955 2935 2915 2895 2683 212 187 83 104 81 49 62 2662 2638 2616 2588 2234 2206 2178 354 56 298 2152
is_linear=0
shrinkage=0.1


Tree=2663
num_leaves=31
num_cat=0
split_feature=367 39 1 12 1 142 11 33 10 16 1 44 0 147 147 147 49 16 133 43 49 42 49 1 1 1 9 2 4 16
split_gain=4.27141e-05 0.000100174 7.03572e-05 7.03736e-05 0.00027613 0.000110444 0.00011576 0.000139956 9.81435e-05 0.000932613 0.000339498 5.41632e-05 0.00011525 6.6841e-05 7.79517e-05 7.2822e-05 5.91302e-05 0.000131074 0.000256478 0.000133401 0.000114759 0.0012445 0.000147007 9.0644e-05 0.000108688 0.000103488 9.98905e-05 6.80379e-05 0.00012577 0.000166632
threshold=-0.0098099999999999975 -0.020804999999999994 0.16540500000000002 0.12757000000000002 0.13075500000000004 -0.057499999999999989 -1.0000000180025095e-35 -0.012019999999999998 -0.0097449999999999985 -0.056919999999999991 0.11061500000000002 0.10049500000000001 -0.26609999999999995 0.10271500000000001 0.093875000000000014 0.088610000000000008 0.12215500000000001 0.51222500000000004 0.09635500000000001 -0.080324999999999994 0.11136000000000001 0.083995000000000014 0.10858500000000001 0.14326500000000003 0.13820500000000002 0.13408500000000004 0.085355000000000014 0.12198500000000001 0.51164000000000009 0.054560000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -7 -8 9 10 -9 12 -10 14 15 16 20 18 19 -18 22 -22 23 24 25 26 27 -14 29 -29
right_child=1 2 -4 4 -6 6 7 8 11 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00010680591751003482 -0.00018312308970052984 0.00023583954782225192 0.00017474529335943415 1.6977564155240543e-05 -0.00041488876853691182 -0.000228478401748527 -0.00024949573787373745 -0.00045099735278199661 0.00023494288214438017 0.00056540514769343045 4.2513450961964939e-05 -0.00014931017405312257 -3.241044923778142e-06 0.00017338921045600067 -0.00019353956484424305 0.00013732926458224508 0.00018935672539685454 0.00012585843648524203 -0.0003802472793008097 -0.00012058023542233903 0.00063648722608815192 -0.00029215627094550481 -0.00024342037027236076 0.00019369107321836056 -0.00023376365395961333 0.00018185253260702257 -0.0002245860654556964 2.0417619634827136e-05 -0.00012233083300088767 0.00036898985102501078
leaf_weight=37 30 20 23 57 20 22 22 20 21 30 46 24 2298 22 21 38 21 26 28 41 27 31 25 24 20 31 20 32 20 24
leaf_count=37 30 20 23 57 20 22 22 20 21 30 46 24 2298 22 21 38 21 26 28 41 27 31 25 24 20 31 20 32 20 24
internal_value=0 -1.28139e-06 5.0487e-07 -8.1731e-07 -9.51955e-05 1.64279e-06 4.63517e-08 1.77284e-06 3.68561e-06 0.000103102 -0.000107035 2.69721e-07 1.56572e-06 -2.17081e-07 -1.61765e-06 -1.28229e-07 -2.08602e-06 -7.1913e-05 -0.000129047 -1.56016e-05 1.08793e-06 0.000140143 -2.14591e-06 2.97125e-07 -1.60122e-06 3.13521e-07 -2.03723e-06 -1.62349e-07 9.29277e-05 0.000169806
internal_weight=0 3084 3054 3031 77 2954 2934 2912 2890 96 66 2794 2770 2749 2727 2706 2668 116 90 62 2552 58 2494 2469 2445 2425 2394 2374 76 56
internal_count=3121 3084 3054 3031 77 2954 2934 2912 2890 96 66 2794 2770 2749 2727 2706 2668 116 90 62 2552 58 2494 2469 2445 2425 2394 2374 76 56
is_linear=0
shrinkage=0.1


Tree=2664
num_leaves=31
num_cat=0
split_feature=33 132 1186 1185 15 45 447 1373 1374 1375 1429 151 157 1429 49 156 474 160 1429 16 16 13 0 160 13 52 43 160 49 16
split_gain=4.54736e-05 4.3065e-05 0.0011036 0.000647795 0.000132387 4.26236e-05 4.18379e-05 4.24284e-05 9.71998e-05 5.88339e-05 5.54868e-05 0.000509316 0.000411968 0.00013011 0.000132042 0.000119895 0.000134956 0.00011595 8.01115e-05 7.77291e-05 0.000206314 0.0004396 0.000198201 0.000220611 0.000206177 0.000173625 0.000357184 0.000168191 0.000161294 0.000304774
threshold=-0.044254999999999996 -0.083284999999999984 0.049580000000000006 -0.087384999999999977 0.092400000000000024 -0.067109999999999989 0.097325000000000009 -1.0000000180025095e-35 -0.22591999999999998 -0.16449999999999998 0.083985000000000018 -0.54279999999999984 -0.086844999999999992 0.084855000000000014 0.093350000000000002 0.3248100000000001 0.11354000000000002 0.043720000000000009 0.083420000000000008 -0.0087049999999999992 -0.0048099999999999992 -0.085034999999999986 -0.14794999999999997 -0.079874999999999988 -0.079299999999999995 -0.057699999999999994 -0.011244999999999998 -0.061284999999999992 0.10969000000000002 0.51222500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -5 7 -7 -9 -10 11 -11 -12 -14 17 16 18 -15 19 -13 21 -21 -22 24 -24 28 27 -27 -25 -30
right_child=1 3 -4 5 -6 6 -8 8 9 10 12 15 13 14 -16 -17 -18 -19 -20 20 22 -23 23 25 -26 26 -28 -29 29 -31
leaf_value=0.0001432623540247071 1.482639190883141e-06 -0.00057140795164741572 0.00074983305708883571 -0.00014577595284208657 -0.00024461375336977653 -0.00013062300446714897 -0.00013990254060661841 0.00022257084216107615 -0.00014839706933484056 -0.00050400050473399462 0.00047231156661707379 1.2736140237709196e-05 -0.00018942159246197946 4.4498314360748526e-05 -0.00013767689952422216 -0.00024123176466673613 0.00025702537303524362 0.00030150140352946313 0.00018055276037193835 -0.00058447318166145125 0.00021669303886655319 -3.8304615762691749e-05 0.00037109650388036084 1.4528880874257748e-05 3.7751584591205757e-05 -0.00027208816563520838 -0.0004047305090352893 1.8559764173594029e-05 -0.0003505224380913003 9.3930503970585523e-05
leaf_weight=22 174 20 20 20 25 24 21 20 26 20 21 1677 29 107 33 20 21 21 25 20 37 56 23 331 96 26 38 85 36 27
leaf_count=22 174 20 20 20 25 24 21 20 26 20 21 1677 29 107 33 20 21 21 25 20 37 56 23 331 96 26 38 85 36 27
internal_value=0 -1.01702e-06 4.17319e-05 -4.26773e-06 -2.9434e-05 -3.01711e-07 7.22755e-07 1.77034e-06 2.90717e-06 1.324e-06 2.74006e-06 -1.35634e-06 5.20134e-05 5.5594e-06 4.06802e-05 2.63607e-06 4.58857e-06 8.66629e-05 2.44841e-06 6.32505e-07 -2.55582e-05 -0.000182033 -8.54518e-06 -2.1134e-05 0.00010218 -4.81586e-05 -0.000140111 -4.95199e-05 -1.33848e-05 -0.000160043
internal_weight=0 3099 219 2880 199 2860 2840 2819 2795 2775 2749 2538 211 190 161 2518 2498 128 2477 2452 775 76 699 662 119 543 149 111 394 63
internal_count=3121 3099 219 2880 199 2860 2840 2819 2795 2775 2749 2538 211 190 161 2518 2498 128 2477 2452 775 76 699 662 119 543 149 111 394 63
is_linear=0
shrinkage=0.1


Tree=2665
num_leaves=31
num_cat=0
split_feature=472 1425 1184 43 130 1186 132 50 399 1203 15 15 52 3 1212 132 12 33 3 4 52 3 11 16 14 158 157 14 1426 155
split_gain=4.29084e-05 4.37059e-05 4.10392e-05 0.000158116 5.57332e-05 0.000121779 0.000149516 0.00178229 0.000859611 0.00017386 0.000107406 0.000111266 0.000145769 9.81067e-05 5.87846e-05 7.60538e-05 8.34656e-05 5.67171e-05 5.47865e-05 0.000225188 9.61662e-05 5.6249e-05 0.000225942 6.98187e-05 0.000101333 0.000130804 0.000112463 8.50546e-05 0.00011998 9.37925e-05
threshold=-0.39904999999999996 0.10129000000000002 0.081725000000000006 -0.011694999999999999 -0.011824999999999999 0.062435000000000011 -0.083284999999999984 0.10022000000000002 0.087485000000000021 0.089165000000000008 0.088345000000000021 0.087260000000000018 0.085815000000000016 -0.092174999999999993 0.055770000000000007 -0.41127499999999995 0.096075000000000008 -0.044254999999999996 -0.24190499999999995 -0.35136499999999998 -0.56368999999999991 -0.16726499999999997 0.087830000000000005 0.52822500000000006 -0.31455999999999995 -0.47382999999999992 -0.075754999999999989 -0.23960999999999996 -1.0000000180025095e-35 0.11245500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 10 6 7 9 17 14 11 12 -2 -14 15 -6 -17 -8 19 -19 -20 22 -22 24 26 -26 -23 -27 -29 -30
right_child=1 -3 3 -5 5 -7 8 -9 -10 -11 -12 -13 13 -15 -16 16 -18 18 20 -21 21 23 -24 -25 25 27 -28 28 29 -31
leaf_value=0.00014246082247977723 -3.3644374504204624e-05 -0.00012763933024231207 0.00011492550664115697 -0.00026230682764435189 0.00018851959366656957 -0.00019003313791472466 0.00016310995318538819 0.00097823846470419091 -0.00065866871205798826 -0.00030022174303098839 0.00020708109093263644 -0.00019090311080534859 3.3869339700765486e-05 0.00031492261116875821 -0.00012964918581849855 5.4429341426363131e-05 -0.00018005165751674214 -0.00026468011809115789 0.00015613786564268268 0.00013067649173899556 0.00033892352208071816 0.00032041226688306779 -0.00010474723455142036 -0.00014240634819644686 -0.00025997448508860546 0.00019255242877989077 2.7450386867138534e-05 -0.00021457215364164398 -4.480121811965793e-06 0.00020783377473153884
leaf_weight=21 77 27 20 25 28 34 21 20 20 20 37 22 23 27 23 63 20 34 39 25 22 20 24 36 20 22 38 27 2265 21
leaf_count=21 77 27 20 25 28 34 21 20 20 20 37 22 23 27 23 63 20 34 39 25 22 20 24 36 20 22 38 27 2265 21
internal_value=0 -9.65064e-07 1.47922e-07 -9.4648e-05 1.55671e-06 -1.91404e-06 3.63758e-07 9.01435e-05 -5.56702e-06 -2.51935e-05 5.45883e-05 1.67209e-05 5.26873e-05 0.000185638 1.58555e-05 4.60051e-05 -2.0721e-06 -5.70069e-07 -1.89567e-06 -9.71561e-05 3.22313e-07 -2.11328e-06 0.000107443 -4.1711e-06 -2.10874e-06 -5.32474e-06 0.000128472 -3.14358e-06 -5.00494e-06 -2.52973e-06
internal_weight=0 3100 3073 45 3028 2842 2808 174 2634 154 186 149 127 50 134 111 83 2614 2593 59 2534 2495 46 2449 2413 2355 58 2335 2313 2286
internal_count=3121 3100 3073 45 3028 2842 2808 174 2634 154 186 149 127 50 134 111 83 2614 2593 59 2534 2495 46 2449 2413 2355 58 2335 2313 2286
is_linear=0
shrinkage=0.1


Tree=2666
num_leaves=31
num_cat=0
split_feature=132 1185 15 2 0 399 16 0 133 43 51 43 43 43 43 401 43 43 13 13 13 1209 160 13 160 15 1 15 52 1
split_gain=4.68666e-05 0.000243305 0.000100379 4.39569e-05 7.98669e-05 6.94793e-05 0.000129806 6.88132e-05 4.15056e-05 4.82187e-05 0.000279819 0.000113652 0.000131426 0.000167246 0.000243451 0.0001301 0.000102037 7.87129e-05 6.74713e-05 0.000324682 0.00030551 0.000301833 0.000180283 0.000234799 0.00019479 0.000142389 0.000186244 0.000159737 0.000135445 0.00016525
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.11585500000000001 -0.097274999999999986 0.088080000000000006 -0.083539999999999989 -0.087084999999999982 -0.51151499999999983 0.084740000000000024 0.081440000000000026 0.066275000000000014 0.062770000000000006 0.055925000000000009 0.05259500000000001 -0.41128499999999996 0.016310000000000002 0.10366000000000002 -0.087934999999999985 -0.087404999999999997 -0.088464999999999988 0.086665000000000006 -0.24438999999999997 -0.089109999999999981 0.085130000000000011 -0.09551999999999998 0.097115000000000021 -0.083359999999999976 0.085175000000000015 0.08592000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 -6 -3 11 17 12 13 14 15 -10 18 -11 20 -20 21 22 -17 24 25 26 -24 -27 29 -29
right_child=1 8 -4 -5 5 6 -8 -9 9 10 -12 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-0.00020467756172971955 0.00034253724789734758 9.8426610591474824e-05 -0.00021439458503058024 0.00010889113485366882 4.3307163361579374e-05 -9.4170865750956264e-05 0.00023042421375326478 -0.0001303474465980385 0.00023906011108762036 0.00012243232183233911 -0.00039365773942942427 0.00019974330948100726 -0.00024847741588018835 0.00020822336242207922 -0.00034795781190041455 -0.00020905784123377609 -0.00016248297807147825 -4.3612187373219061e-05 -0.00032095440187731585 9.1315817035093005e-08 0.00034105132480392295 -0.00036346336877613795 0.0004273367642391739 0.00038734537210984856 -0.00015643695280785955 -0.00024538159071068677 9.0894250536764865e-05 0.00026589164984660213 -7.4600703398681299e-05 1.3199237123794424e-05
leaf_weight=24 21 43 30 24 39 22 28 55 23 37 21 29 21 39 20 28 38 125 32 2020 31 20 21 20 46 21 76 43 59 65
leaf_count=24 21 43 30 24 39 22 28 55 23 37 21 29 21 39 20 28 38 125 32 2020 31 20 21 20 46 21 76 43 59 65
internal_value=0 3.39107e-06 -4.42825e-05 -1.77025e-05 -3.57873e-05 -7.63897e-06 8.76024e-05 -5.82993e-05 9.16407e-07 -5.62584e-07 -5.02095e-05 2.86328e-06 6.86565e-07 2.6975e-06 -4.29897e-07 2.30331e-06 1.42439e-07 -5.68844e-06 2.63227e-06 -4.91525e-06 3.86497e-05 1.51549e-05 3.51347e-05 5.46145e-05 3.45099e-05 6.53294e-05 0.000163732 1.45576e-05 4.72446e-05 0.000113808
internal_weight=0 2899 222 192 168 144 50 94 2878 2835 183 2652 2623 2602 2563 2543 2520 162 2482 2052 430 399 379 351 331 285 97 188 167 108
internal_count=3121 2899 222 192 168 144 50 94 2878 2835 183 2652 2623 2602 2563 2543 2520 162 2482 2052 430 399 379 351 331 285 97 188 167 108
is_linear=0
shrinkage=0.1


Tree=2667
num_leaves=31
num_cat=0
split_feature=132 132 1203 52 13 130 398 390 394 129 1186 2 33 15 1 1 403 1210 13 1 42 0 43 12 133 13 0 15 15 2
split_gain=3.7962e-05 0.000214584 9.86309e-05 4.53117e-05 0.000111375 5.83664e-05 5.51577e-05 4.34857e-05 5.476e-05 9.29368e-05 6.99218e-05 0.000102552 4.60982e-05 4.67257e-05 0.000167621 0.000454131 0.00039922 0.000634255 0.000187689 0.000279705 0.000275214 0.00034073 0.00015096 0.000381504 0.000341762 0.000197289 0.000222354 0.000151495 0.000440179 0.00031867
threshold=-0.083174999999999985 -0.050879999999999988 0.089005000000000015 0.10347000000000002 0.056795000000000005 0.09364500000000002 0.084375000000000019 0.087590000000000015 -0.093064999999999981 0.097140000000000018 0.021560000000000003 0.088125000000000023 -0.044254999999999996 0.087575000000000014 0.090840000000000018 0.091900000000000023 -0.5335399999999999 -0.052634999999999994 -0.081434999999999994 0.096575000000000008 0.090545000000000014 -0.076234999999999983 0.055925000000000009 0.088045000000000012 0.41553500000000004 -0.073839999999999975 -0.072594999999999979 0.09116500000000001 0.093575000000000019 0.087015000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 9 -3 12 -12 -10 -14 16 -16 17 -15 -17 20 -20 -22 24 -24 27 -25 -27 -18 29 -29
right_child=1 7 -4 -5 -6 -7 -8 -9 10 -11 11 -13 13 14 15 18 22 -19 19 -21 21 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=-2.559671923060368e-05 0.00028364994742096993 -0.00025621452765666288 -0.00021898306289653259 -0.00013277644970263023 0.00020902627299580236 -0.00014030289104474442 0.00015818677144125104 0.0001039515500087873 0.00014611082733608782 4.1631707936176106e-05 0.00027301780646666886 -1.4332127412436185e-05 -1.0153979547037637e-05 0.00071882045859555628 -0.00051139534545654899 0.00022418718521105896 -7.5066108038462131e-05 -2.4530717443364365e-05 -0.00051238728292446467 8.7348457221725858e-05 0.00024226172386988766 -0.00030675069904716044 -0.00023881986577180216 0.00049595943602743435 -0.00036313085330766625 0.00036867003116640266 -9.7227299868661392e-05 8.9100373059574684e-05 -4.8510610710262052e-07 0.0006337082658795962
leaf_weight=89 27 22 27 28 23 35 20 40 21 20 23 27 2044 22 20 29 112 24 20 67 20 26 20 23 25 20 21 22 183 21
leaf_count=89 27 22 27 28 23 35 20 40 21 20 23 27 2044 22 20 29 112 24 20 67 20 26 20 23 25 20 21 22 183 21
internal_value=0 3.05196e-06 -3.98543e-05 -1.50518e-05 4.68641e-06 -2.79512e-05 8.12502e-06 4.14029e-07 -1.04836e-06 -0.000114383 6.57748e-07 0.000117849 -1.48078e-06 -2.62069e-06 2.01912e-05 -6.18251e-05 5.04691e-05 0.000330985 -6.32256e-06 -5.65841e-05 -0.000202697 -6.80496e-05 2.16016e-05 0.000142408 -6.35363e-06 0.000261542 0.00013004 2.00352e-05 6.71651e-05 0.000355072
internal_weight=0 2899 222 195 167 144 109 2872 2832 42 2790 50 2740 2719 675 182 493 46 162 133 66 46 447 84 363 64 41 338 226 43
internal_count=3121 2899 222 195 167 144 109 2872 2832 42 2790 50 2740 2719 675 182 493 46 162 133 66 46 447 84 363 64 41 338 226 43
is_linear=0
shrinkage=0.1


Tree=2668
num_leaves=31
num_cat=0
split_feature=33 9 16 13 471 1419 1429 156 11 52 11 156 1419 484 480 481 1447 481 1456 483 0 475 4 484 1372 2 156 1456 1456 12
split_gain=3.86267e-05 4.99173e-05 0.000543436 0.0002623 3.98369e-05 4.7906e-05 6.74476e-05 0.000182387 8.76855e-05 0.000249982 0.000193986 6.32082e-05 8.36029e-05 6.07594e-05 6.84558e-05 8.35022e-05 0.00017464 0.00017058 0.000126354 0.000104122 7.61887e-05 7.13927e-05 0.000574488 0.000441552 0.000190183 0.000149494 0.000109349 9.95206e-05 0.000139997 0.000117764
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.077799999999999994 0.10189500000000001 0.091465000000000005 -0.23752499999999996 0.32523500000000005 0.095165000000000013 -0.090859999999999982 0.088710000000000011 -0.092624999999999985 0.086325000000000013 0.18587500000000004 -0.088394999999999987 -0.087424999999999989 -0.072479999999999989 -0.085629999999999984 -0.23007499999999997 -0.47356499999999996 -0.084044999999999995 -0.085719999999999977 -0.0092149999999999992 0.085790000000000019 -0.065504999999999994 0.086950000000000013 0.094150000000000011 -0.082809999999999981 -0.077944999999999987 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2 8 10 -10 11 -8 13 14 -13 16 -16 -17 -19 -20 -18 22 23 25 -23 -21 -27 29 -29 -26
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 -12 12 -14 -15 15 17 20 18 19 21 -22 24 -24 -25 27 26 -28 28 -30 -31
leaf_value=-0.00011106958648475307 -0.00018341434755711819 0.00013021730132591489 0.00051986430427859883 -0.00036388020758056972 0.00011026461177152669 -0.00010795346087044372 -0.00016275120210214786 0.00030180280795320873 -0.00040527674267650578 5.7617009900111181e-05 0.00031137899975874466 0.0001528121755811675 0.00015381463129805135 -0.00013077764492663846 -0.00034279708356321369 0.00023826089138916968 0.00013418163024735724 0.00023709375881563494 -0.00023086082608642758 0.00032490790450538046 -0.00012345477546962986 -0.00025141552605125454 0.00052115388958633927 -0.0004055602548760362 1.3249169703360368e-05 -0.00016794724547902922 0.00015877169069426601 0.00021252209957193344 -1.3922906082055673e-06 -0.00023914499255816305
leaf_weight=31 20 22 20 21 32 42 24 20 20 28 20 29 35 36 22 30 22 22 20 20 24 31 23 24 36 21 20 31 2337 38
leaf_count=31 20 22 20 21 32 42 24 20 20 28 20 29 35 36 22 30 22 22 20 20 24 31 23 24 36 21 20 31 2337 38
internal_value=0 1.11428e-06 8.92156e-05 -0.000111086 -7.19344e-07 -1.90515e-06 -3.96842e-07 8.51146e-07 -1.21512e-06 -0.000135255 1.03058e-06 -1.15113e-06 2.23702e-07 -1.70583e-06 -1.61653e-08 -1.64499e-06 -0.000111066 1.15961e-06 -1.55218e-06 -3.57072e-06 -2.37364e-07 -1.80946e-06 7.77759e-05 -4.2197e-05 -5.28509e-06 0.000100766 -8.57215e-06 -2.16058e-06 1.40811e-06 -0.000116359
internal_weight=0 3090 63 43 3027 2995 2953 2933 2913 48 2865 2845 2821 2786 2750 2721 68 2653 2623 2601 46 2581 108 85 2473 61 41 2442 2368 74
internal_count=3121 3090 63 43 3027 2995 2953 2933 2913 48 2865 2845 2821 2786 2750 2721 68 2653 2623 2601 46 2581 108 85 2473 61 41 2442 2368 74
is_linear=0
shrinkage=0.1


Tree=2669
num_leaves=31
num_cat=0
split_feature=97 374 376 51 9 39 1 12 15 4 1 0 10 9 0 12 12 0 45 1 38 147 48 475 157 151 151 1 4 3
split_gain=3.97729e-05 8.00399e-05 5.16496e-05 0.000146132 0.000137988 9.60982e-05 8.67686e-05 0.000105732 9.41659e-05 8.55366e-05 0.000160072 0.00024334 0.000123955 0.000124224 0.000103588 6.86953e-05 0.000243939 0.000157248 0.000151431 0.000126661 0.000153375 7.31398e-05 0.0002378 7.31495e-05 0.000368093 0.000315669 0.000180621 0.000123609 0.000199785 9.16038e-05
threshold=-0.086464999999999986 0.08987500000000001 0.083705000000000016 0.078435000000000019 -0.036024999999999995 0.091400000000000009 0.094715000000000008 -0.090609999999999982 -0.41396999999999995 0.53859500000000016 0.13707500000000003 -0.019414999999999998 0.0036750000000000007 0.088235000000000022 -0.080119999999999983 -0.010834999999999999 -0.054684999999999991 -0.14723999999999998 0.084355000000000013 0.10708500000000001 0.088570000000000024 0.093875000000000014 -0.072824999999999987 -0.085774999999999976 -0.086244999999999988 -0.5413699999999998 -0.085134999999999975 0.10234000000000001 -0.052259999999999994 -0.013929999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 5 -2 -4 -8 -9 10 12 -12 13 15 -11 16 17 -6 21 20 -19 23 -23 24 -17 -25 -26 28 -28 -27
right_child=1 -3 3 -5 9 -7 7 8 -10 14 11 -13 -14 -15 -16 18 -18 19 -20 -21 -22 22 -24 25 26 29 27 -29 -30 -31
leaf_value=-0.00012823658653360326 -0.00032756033732022683 0.00015832790925287556 -0.00017243441510469314 0.00025460332856406848 -0.00022863604012505115 -2.4690627778909402e-05 0.00023247319056637303 -0.00018935217743828184 7.9974351437532982e-05 3.2078707590699201e-07 -3.9692513644585041e-05 -0.00042372244232948025 0.00019106148461372975 -0.00022756818846877047 0.00030565571109967497 -0.00044074929597131407 -0.0003497591976920376 6.9882313065413064e-05 0.00023615704547929846 0.000197991188421535 -0.00025114474913359367 -0.00035907903035298331 0.00010079328684419718 0.00040465126439812596 0.00027772955130785706 -1.1003978218386506e-06 -0.00030884531440513515 0.0001439425900641184 5.6261554508919608e-06 6.4795582434561903e-05
leaf_weight=24 22 32 22 30 26 20 23 21 34 25 66 22 34 24 20 22 25 46 28 36 22 22 23 20 20 2062 31 26 58 235
leaf_count=24 22 32 22 30 26 20 23 21 34 25 66 22 34 24 20 22 25 46 28 36 22 22 23 20 20 2062 31 26 58 235
internal_value=0 9.93757e-07 -6.48884e-07 6.1032e-05 -3.38092e-06 -0.000183337 2.96058e-06 5.2431e-05 -2.28594e-05 -7.68354e-07 -2.92977e-06 -0.0001357 1.30349e-06 -1.06327e-06 0.000136025 9.48618e-07 -6.36867e-05 -8.67271e-06 4.88206e-06 4.63181e-05 -3.39794e-05 2.31131e-06 -0.000124033 4.60942e-06 -6.14476e-05 9.08544e-06 3.64523e-07 -4.78729e-05 -0.000103909 5.64125e-06
internal_weight=0 3097 3065 130 2935 42 100 78 55 2893 2848 88 2760 2726 45 2702 155 130 2547 104 68 2519 45 2474 157 2317 135 115 89 2297
internal_count=3121 3097 3065 130 2935 42 100 78 55 2893 2848 88 2760 2726 45 2702 155 130 2547 104 68 2519 45 2474 157 2317 135 115 89 2297
is_linear=0
shrinkage=0.1


Tree=2670
num_leaves=31
num_cat=0
split_feature=130 10 2 40 121 33 12 9 8 15 132 1203 1185 2 48 12 0 403 4 42 133 1213 1213 403 4 13 401 4 133 50
split_gain=3.75848e-05 0.000114854 0.000113493 9.63273e-05 8.86907e-05 4.79774e-05 4.88496e-05 0.000126277 0.000202658 8.21762e-05 5.62814e-05 0.00115046 0.000583153 0.000140659 6.67905e-05 0.000136542 7.85464e-05 4.85238e-05 7.91045e-05 7.69283e-05 4.1643e-05 0.000141396 0.000208696 0.000258453 0.000169253 0.000315682 0.000129731 0.000123716 0.000148759 0.000151953
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 -0.081149999999999986 -0.012019999999999998 0.12757000000000002 0.091600000000000015 0.097795000000000007 -0.059484999999999989 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.082850000000000021 0.086125000000000021 0.10866500000000003 -0.076234999999999983 -0.085604999999999987 -0.085034999999999986 -0.05332499999999999 -0.0061299999999999992 -0.074014999999999984 -1.0000000180025095e-35 -0.065924999999999997 -0.077679999999999985 -0.008624999999999999 -1.0000000180025095e-35 0.0033150000000000007 -0.0089749999999999986 0.096900000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 7 10 -9 -8 11 13 -12 -7 15 16 17 18 -15 -19 27 24 23 -23 25 -22 -24 28 29 -14
right_child=1 3 -4 4 5 6 9 8 -10 -11 12 -13 20 14 -16 -17 -18 19 -20 -21 21 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001366454429808073 4.7754205654980198e-06 -0.00021478343031568721 0.00033762810751795773 0.00019575397790227408 -0.00013406728985164253 -0.00026924053804991258 -0.00025520642615447288 0.00038555210498584944 -3.0597496777772902e-05 -2.3926717808030339e-06 -0.00051757383255542002 0.00075021772560527711 9.572804958093612e-06 7.6861885879355083e-05 -0.00016958268315647729 0.00023718620883300901 -0.00020097002736292778 -6.2986228294903418e-05 -0.00019761503651915562 0.00019379880562025523 -0.00053412049230907785 0.00047606559877749532 -0.00019317357321081029 2.9883390360172035e-05 4.4915894250152633e-05 -3.177834793138478e-05 -4.0747042991147617e-06 -5.7192521577841644e-05 0.00023952619049924653 0.0001947940694517456
leaf_weight=20 21 21 20 23 27 22 20 22 25 36 22 21 388 21 20 25 20 20 21 28 22 20 37 37 32 29 1864 150 37 50
leaf_count=20 21 21 20 23 27 22 20 22 25 36 22 21 388 21 20 25 20 20 21 28 22 20 37 37 32 29 1864 150 37 50
internal_value=0 8.81296e-07 0.000167143 -1.34639e-06 1.28498e-07 -1.36334e-06 -1.6461e-07 1.60186e-06 0.000164196 -9.26833e-05 -1.04607e-06 5.04076e-05 -4.83619e-06 -3.26207e-05 9.64044e-07 2.62302e-05 -2.17143e-05 1.81203e-05 -6.03766e-05 8.6805e-05 -6.05043e-07 -7.52111e-06 -2.10198e-06 0.000186439 -0.00013536 -0.000248475 -7.75522e-06 2.19801e-05 4.69819e-05 3.07168e-05
internal_weight=0 3101 41 3060 3039 3016 2989 2933 47 56 2886 198 2688 177 155 135 110 90 42 48 2666 2041 1958 57 83 51 1901 625 475 438
internal_count=3121 3101 41 3060 3039 3016 2989 2933 47 56 2886 198 2688 177 155 135 110 90 42 48 2666 2041 1958 57 83 51 1901 625 475 438
is_linear=0
shrinkage=0.1


Tree=2671
num_leaves=31
num_cat=0
split_feature=401 401 402 1210 1211 15 1203 400 1186 130 394 393 130 40 15 2 10 2 13 1186 133 133 1208 403 403 52 15 3 3 3
split_gain=4.02778e-05 0.000102513 0.000127038 0.000106455 4.14014e-05 0.000249405 6.2278e-05 0.000329869 7.82183e-05 5.60154e-05 5.1292e-05 4.74052e-05 4.31687e-05 6.81546e-05 7.54165e-05 4.80354e-05 8.20359e-05 0.000275225 7.03144e-05 5.30539e-05 4.44231e-05 0.000161913 0.000107835 0.00014933 0.000154973 8.32385e-05 4.84612e-05 0.000105347 5.1871e-05 0.000118978
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.11048500000000001 0.090750000000000011 0.088820000000000024 -0.081749999999999975 -0.091099999999999987 -0.050984999999999996 -0.15150999999999998 0.10585500000000002 -0.23123999999999997 -0.24290999999999999 -0.5556049999999999 -0.15339499999999998 0.053330000000000009 -0.090999999999999984 -0.039649999999999998 0.090275000000000008 0.41553500000000004 0.40945500000000007 0.097165000000000015 -0.5335399999999999 -0.42739999999999995 0.086450000000000013 -0.43375999999999998 0.084940000000000015 0.0022600000000000003 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 8 -8 9 -4 -10 12 -12 -14 -15 18 17 -17 -16 20 21 22 23 -19 -25 -22 27 -26 -28 -30
right_child=1 2 3 -5 5 -7 7 -9 10 -11 11 -13 13 14 15 16 -18 19 -20 -21 25 -23 -24 24 26 -27 28 -29 29 -31
leaf_value=0.00014145608107355657 -0.00021124613527006105 0.00019580991910047351 2.0608715602152408e-05 -0.00023140725083067084 -0.00010227052659805244 0.00033541910199109346 -0.00041169420574905499 7.0392523193731909e-05 -0.0001199810977444334 0.00025158066159097612 0.00013837478472851218 0.00012961141884651234 -0.00018619263399159537 0.00013714916332481573 4.676654865588283e-05 0.00034517363199721216 -0.00017443866926003938 0.00019460331761939943 -0.00018730710602760542 0.00015237199417738754 -0.0002474639117800897 0.00025140130450017751 -0.00019606718055754379 -0.00027565087463396292 8.2574792031664405e-06 2.5153195989939076e-05 -6.8039754780244689e-06 -0.0002169876326771566 0.00013542379967310065 3.7199346005854458e-06
leaf_weight=20 23 33 21 20 30 23 22 40 36 21 22 28 20 39 21 23 27 38 33 22 21 25 29 21 56 24 1951 33 88 311
leaf_count=20 23 33 21 20 30 23 22 40 36 21 22 28 20 39 21 23 27 38 33 22 21 25 29 21 56 24 1951 33 88 311
internal_value=0 -9.12319e-07 6.59376e-07 -1.45556e-06 6.47857e-08 8.76703e-05 -1.49749e-06 -0.000100671 6.15472e-07 0.000136095 -1.36853e-06 1.39254e-07 -1.15362e-06 -2.25701e-06 -9.25107e-07 -2.90267e-06 -1.01346e-06 7.58864e-07 -9.62785e-05 -2.26578e-06 -3.57576e-06 -1.83903e-06 -4.34437e-06 -2.11861e-06 -5.1574e-06 -0.000102068 -2.82843e-06 -7.52604e-05 -8.52605e-08 3.27674e-05
internal_weight=0 3101 3078 3045 3025 53 2972 62 2910 42 2868 2832 2804 2782 2762 2723 2669 2642 54 2619 2597 2552 2527 2498 2460 45 2439 89 2350 399
internal_count=3121 3101 3078 3045 3025 53 2972 62 2910 42 2868 2832 2804 2782 2762 2723 2669 2642 54 2619 2597 2552 2527 2498 2460 45 2439 89 2350 399
is_linear=0
shrinkage=0.1


Tree=2672
num_leaves=31
num_cat=0
split_feature=130 121 33 34 9 0 97 30 2 96 1 1 1 473 16 3 12 0 1 1 1 4 16 4 4 2 4 4 1 16
split_gain=3.69718e-05 0.000101293 3.95883e-05 5.28437e-05 7.11716e-05 0.000185002 4.09513e-05 0.000120764 6.06164e-05 4.17378e-05 5.09953e-05 0.000297593 0.000281469 0.000187878 0.00016278 0.000180746 0.000177612 0.000126626 0.000110742 0.000519468 0.00018031 0.000105734 0.000123884 0.000284068 0.000190551 0.000594001 0.000274546 0.000172722 0.00042938 0.000163958
threshold=-0.23647499999999996 -0.088279999999999983 -0.009184999999999997 -0.112215 0.088235000000000022 -0.055064999999999996 -0.086464999999999986 0.096890000000000018 -0.045829999999999989 0.083725000000000008 0.10337500000000001 0.10205500000000002 0.10471500000000002 0.084020000000000011 0.6352000000000001 -0.16726499999999997 0.083815000000000014 -0.26343999999999995 0.10612500000000001 0.107145 0.10797500000000002 0.27287000000000006 -0.096824999999999981 0.065520000000000009 0.053180000000000012 0.10060500000000001 0.038415000000000012 -0.080584999999999976 0.078340000000000007 -0.095094999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5 8 -8 10 11 13 -12 14 15 16 -10 -14 -19 -20 -21 22 27 24 26 -26 29 28 -17 -24
right_child=1 2 3 4 5 -7 7 -9 9 -11 12 -13 17 -15 -16 21 -18 18 19 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
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leaf_weight=20 25 30 20 22 21 31 27 20 30 30 32 35 23 22 21 33 20 23 27 26 425 20 33 25 20 28 22 280 20 1710
leaf_count=20 25 30 20 22 21 31 27 20 30 30 32 35 23 22 21 33 20 23 27 26 425 20 33 25 20 28 22 280 20 1710
internal_value=0 8.7408e-07 -7.55273e-07 3.70591e-07 1.4414e-06 0.000117423 -5.86516e-07 4.265e-07 -1.24399e-06 1.42199e-07 -1.08223e-06 5.43906e-06 -2.82816e-05 1.00453e-06 3.83303e-06 6.42985e-06 0.000194426 -1.06989e-05 -1.66115e-07 -1.04792e-05 1.50278e-05 2.13966e-06 3.11708e-08 1.0199e-05 5.5825e-06 -0.000191006 1.09288e-05 -5.60902e-05 -0.000221626 6.49786e-06
internal_weight=0 3101 3076 3046 3026 52 2974 2952 2932 2905 2875 2319 556 2284 2262 2241 50 524 501 478 451 2191 2171 1838 1813 48 1765 333 53 1743
internal_count=3121 3101 3076 3046 3026 52 2974 2952 2932 2905 2875 2319 556 2284 2262 2241 50 524 501 478 451 2191 2171 1838 1813 48 1765 333 53 1743
is_linear=0
shrinkage=0.1


Tree=2673
num_leaves=31
num_cat=0
split_feature=1452 1452 474 2 472 1446 1455 1446 1456 474 1456 0 1456 1447 481 3 1447 474 474 157 157 157 1447 479 481 157 2 157 12 157
split_gain=3.92294e-05 6.50017e-05 4.62964e-05 0.000117877 0.000160404 0.000111707 0.000107723 8.45887e-05 8.97054e-05 8.83697e-05 9.763e-05 0.000214384 0.000182889 8.68124e-05 0.000381472 0.000386841 0.000210033 8.06928e-05 0.000320463 0.000197606 0.0001048 0.000150207 0.00010415 8.53485e-05 7.90142e-05 8.1423e-05 0.00062826 0.000291556 0.000270375 0.000137316
threshold=0.11769000000000002 0.10669000000000002 0.10716000000000002 0.11067500000000001 -0.058439999999999992 -0.093534999999999993 -0.24112999999999998 0.11655500000000001 0.11510000000000002 0.10135500000000001 -0.16130999999999998 -0.085804999999999979 -0.11085999999999999 -0.086279999999999982 -0.086354999999999987 -0.081734999999999988 -0.085644999999999985 0.08708500000000001 0.085860000000000006 -0.08427999999999998 -0.081889999999999991 -0.079969999999999986 0.050705000000000007 0.10713500000000002 -0.097394999999999995 -0.087319999999999995 0.087625000000000022 -0.086284999999999987 0.086345000000000019 -0.0045449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -7 8 9 10 11 -8 -12 14 -14 -16 -15 18 22 -19 -21 -22 23 24 -18 26 -26 -27 -28 -29
right_child=-2 -3 3 -5 -6 6 7 -9 -10 -11 12 -13 13 16 15 -17 17 19 -20 20 21 -23 -24 -25 25 27 28 29 -30 -31
leaf_value=0.00023768474216922185 0.00011783378200302001 -0.00017234441951255908 -0.00039467524518840949 5.6885458388933333e-05 -3.3784010156523438e-06 0.00018909255809073028 8.3603560813658295e-05 -0.00015589807269861922 0.0001786227027228701 -0.0001884284227853641 0.00030403739248868077 -0.00035832187530341681 -0.00046742776709531128 0.00031853551446970203 0.00037103733193362133 -0.00017484447620090044 -0.00018750335062081417 0.00036870348474622012 -0.00035889201518148186 -0.00017429680142196872 0.00031292282925278415 -7.8883799519476117e-06 -0.00018754468724966564 0.00018329498931192434 0.00042767157610796859 -0.00034773840889101848 -0.00034223153760159711 0.0001330403423661408 6.6263596293770951e-05 -1.9024963792953753e-06
leaf_weight=20 28 22 20 36 22 30 21 35 28 25 20 23 21 21 21 34 22 20 25 21 20 54 29 26 36 24 26 78 43 2270
leaf_count=20 28 22 20 36 22 30 21 35 28 25 20 23 21 21 21 34 22 20 25 21 20 54 29 26 36 24 26 78 43 2270
internal_value=0 -1.06671e-06 1.60285e-07 -7.58968e-05 -0.00018971 2.1424e-06 5.57852e-07 -1.36401e-06 4.95925e-07 -1.23586e-06 4.03301e-07 -0.000147403 2.71688e-06 5.57651e-07 -0.000104854 3.35831e-05 3.5084e-06 1.05274e-06 -2.60188e-06 8.30115e-05 2.28658e-05 7.88174e-05 8.85689e-07 3.04984e-06 1.17454e-06 2.85032e-06 8.90237e-05 -9.64267e-07 -8.76621e-05 2.58027e-06
internal_weight=0 3093 3071 78 42 2993 2973 2943 2908 2880 2855 44 2811 2791 76 55 2715 2694 2579 115 95 74 2554 2525 2499 2477 105 2372 69 2348
internal_count=3121 3093 3071 78 42 2993 2973 2943 2908 2880 2855 44 2811 2791 76 55 2715 2694 2579 115 95 74 2554 2525 2499 2477 105 2372 69 2348
is_linear=0
shrinkage=0.1


Tree=2674
num_leaves=31
num_cat=0
split_feature=33 9 16 15 120 40 15 16 15 14 2 160 160 2 2 0 2 52 401 403 12 12 4 1 1 1 12 52 3 97
split_gain=3.8841e-05 6.16802e-05 0.000231826 3.91774e-05 3.8267e-05 9.8251e-05 3.85779e-05 3.79606e-05 0.000173426 0.000179812 0.000104788 0.000246191 0.000210909 0.000145886 0.0004257 0.000677629 0.000311946 0.000221 0.000178081 0.000135568 0.000208383 0.000540566 0.000459721 0.000226537 0.000276447 0.000236949 0.000134506 0.000180134 0.00013 0.000203097
threshold=-0.044254999999999996 0.088235000000000022 -0.059624999999999991 -0.41942499999999994 0.093680000000000013 -0.24134999999999998 0.23208000000000004 -0.084119999999999986 0.11171000000000002 0.081390000000000004 0.086100000000000024 0.099315000000000014 0.090980000000000019 0.090545000000000014 0.088555000000000009 -0.095504999999999993 0.087245000000000003 0.089325000000000015 0.087495000000000003 -0.082599999999999993 0.08598500000000002 0.087215000000000015 -0.081714999999999996 0.087865000000000013 0.089875000000000024 0.097115000000000021 0.086700000000000013 0.086450000000000013 -0.082689999999999986 -0.079444999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 7 8 9 10 19 12 13 14 16 -16 -12 -18 -15 26 22 -22 -21 -23 -25 -26 27 -7 -24 -30
right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 11 -13 -14 18 15 -17 17 -19 -20 20 21 23 28 24 25 -27 -28 -29 29 -31
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leaf_weight=22 21 21 24 20 23 25 21 1959 22 21 45 30 25 364 20 30 24 27 20 34 20 33 20 21 23 31 55 22 22 76
leaf_count=22 21 21 24 20 23 25 21 1959 22 21 45 30 25 364 20 30 24 27 20 34 20 33 20 21 23 31 55 22 22 76
internal_value=0 -9.39936e-07 -9.73258e-05 4.71642e-05 1.12502e-06 2.10657e-06 5.92708e-07 -3.62588e-07 -1.61103e-05 -9.92688e-06 -1.62137e-05 -4.28146e-05 -2.77321e-05 -4.11206e-05 -0.000126206 -0.000362813 -2.97417e-06 0.000166352 -8.77027e-06 2.45233e-05 6.04791e-05 -3.35298e-05 0.000139644 5.49048e-05 -4.11644e-05 7.85614e-05 -7.41787e-05 -0.000198402 4.62924e-05 9.37093e-05
internal_weight=0 3099 65 41 3034 3011 2990 2969 1010 988 967 585 555 530 146 50 96 51 384 382 280 128 152 108 75 54 102 47 118 98
internal_count=3121 3099 65 41 3034 3011 2990 2969 1010 988 967 585 555 530 146 50 96 51 384 382 280 128 152 108 75 54 102 47 118 98
is_linear=0
shrinkage=0.1


Tree=2675
num_leaves=31
num_cat=0
split_feature=12 130 10 1 0 33 124 16 16 2 14 0 2 4 124 4 3 4 160 2 2 13 51 4 16 157 12 4 2 42
split_gain=3.6923e-05 0.000116187 5.56602e-05 0.000273752 0.000169809 0.000115688 6.89699e-05 4.15641e-05 0.000148353 0.000353785 0.000113602 0.000217353 9.87135e-05 0.000120678 9.2739e-05 0.00016643 9.52619e-05 0.00034741 0.000153348 0.000118034 0.000263424 0.000551291 0.0001718 0.000188714 0.00017002 0.000116406 0.000403028 0.000252454 0.000239144 0.000115894
threshold=0.23631000000000002 -0.22461999999999996 -0.010699999999999999 0.093400000000000025 -0.098289999999999975 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0039400000000000008 -0.0007049999999999999 0.087625000000000022 -0.31455999999999995 -0.26609999999999995 0.15109000000000003 -0.17966999999999997 -1.0000000180025095e-35 0.50996500000000011 -0.094874999999999987 -0.012889999999999999 0.35004500000000011 0.10060500000000001 0.095040000000000013 -0.074044999999999986 -0.43587999999999999 -0.023539999999999995 0.037555000000000005 -0.04831499999999999 0.099815000000000015 -0.49405499999999997 0.10774000000000002 0.090690000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 -6 8 10 -10 -7 -12 13 -13 -9 16 17 25 19 20 24 -22 -21 29 -18 27 28 -16 -27 -24
right_child=-2 2 5 4 6 7 -8 14 9 -11 11 12 -14 -15 15 -17 18 -19 -20 22 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00020747335015416698 -0.00012623464360291586 -0.00038633465321088973 0.00021177429779737188 0.00022874374419916424 1.7495604212551066e-05 0.00019300171167537151 -0.00018599061149870977 0.00010563971620285884 0.00050393416455335688 -3.2209953542405859e-05 -0.00031993556310356197 0.00021578340550789749 -0.00020255550739618585 2.9360614857328233e-06 0.0001136612599588088 -0.00025575121245281247 -0.00020732730647848386 0.0003960949858689371 -0.00031364685441076295 0.00026585458340209529 9.3529660720378168e-05 -0.00052902518840379671 0.0001709414398391617 -0.00014213065696822014 1.3431251885361861e-05 3.5401337151927364e-05 0.00045254408061737197 -0.00035250773653388028 -0.00033897471605866616 -6.4540319349224313e-05
leaf_weight=27 23 22 26 25 36 31 31 55 20 32 21 27 23 1983 21 31 42 24 20 27 25 33 57 62 206 91 20 26 21 33
leaf_count=27 23 22 26 25 36 31 31 55 20 32 21 27 23 1983 21 31 42 24 20 27 25 33 57 62 206 91 20 26 21 33
internal_value=0 9.37184e-07 -8.78666e-07 -6.94442e-05 6.33398e-06 1.76471e-06 -7.66547e-05 -9.82187e-08 7.16048e-06 0.000173999 2.99952e-06 1.31908e-07 3.43806e-06 5.7952e-06 -1.96346e-05 -2.89581e-05 -1.90279e-05 3.88271e-05 -4.22844e-05 -3.10942e-05 -6.88252e-05 -0.000260683 3.34067e-05 -7.88335e-06 -2.39553e-05 -9.07475e-06 3.9045e-05 -0.000144219 -3.47942e-05 8.45981e-05
internal_weight=0 3098 3071 114 92 2957 67 2931 2137 52 2085 2054 2033 2010 794 739 708 203 505 485 306 58 179 152 248 179 132 47 112 90
internal_count=3121 3098 3071 114 92 2957 67 2931 2137 52 2085 2054 2033 2010 794 739 708 203 505 485 306 58 179 152 248 179 132 47 112 90
is_linear=0
shrinkage=0.1


Tree=2676
num_leaves=31
num_cat=0
split_feature=130 10 0 10 16 15 33 44 0 154 474 156 16 1374 1373 1371 1447 403 0 16 3 160 3 2 157 12 52 43 3 12
split_gain=4.52042e-05 8.82962e-05 0.000115258 7.75249e-05 0.000284854 0.000382567 9.36355e-05 3.49249e-05 0.000142535 5.2549e-05 9.33389e-05 7.78737e-05 5.96969e-05 0.000267948 0.000189413 0.000151353 0.000139127 0.0002884 0.000102145 0.000201685 0.000138458 9.11817e-05 0.000173659 0.000187791 0.00012247 0.000507758 0.000108566 0.000213187 0.000261189 0.000159251
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.010699999999999999 -0.056919999999999991 -0.10324499999999999 -1.0000000180025095e-35 0.10049500000000001 -0.26609999999999995 0.085530000000000009 -0.26322499999999993 0.16414500000000004 -0.010264999999999998 0.087855000000000016 0.075690000000000021 0.083235000000000017 -0.085684999999999997 -0.42244999999999994 -0.010949999999999998 -0.39185999999999993 -0.13309499999999996 -0.090764999999999985 -0.063074999999999978 0.087245000000000003 -0.087319999999999995 0.086305000000000007 -1.0000000180025095e-35 -0.014584999999999999 -0.020429999999999997 0.11418000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -5 8 -8 10 -10 12 15 14 16 18 -14 -18 -12 20 -20 22 23 -19 25 -23 29 -28 -29 -26
right_child=1 3 -4 6 -6 -7 7 -9 9 -11 11 -13 13 -15 -16 -17 17 21 19 -21 -22 24 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.00014985744841396811 -1.688127189741603e-05 -0.00052610187523532655 0.00031854947514148085 0.00019059687568257616 0.00011377598558384408 5.2864198888918126e-05 0.00026064337996233787 -0.00011116213333610045 -0.00017180832692247351 0.00015679145290050658 5.0356834824990277e-07 0.00017565179598750548 0.00017595670196377406 -0.00035856193848619866 0.00028382964831377781 0.00022475036544165051 -0.00040276552479554087 0.00032015795757829704 0.00015271898149943878 0.00036638529766249757 -0.00019442630567937161 -0.00056630669656669856 -0.00014775801802378348 1.1632467175467297e-05 1.1772432958583856e-05 3.3587493436603245e-05 -1.5843941534742723e-05 -0.00054910883703996661 -4.4162668518765717e-05 -0.00020802076957417219
leaf_weight=20 21 25 20 26 36 21 21 28 32 21 1717 25 35 23 21 32 20 34 27 23 20 21 28 47 567 43 91 20 21 35
leaf_count=20 21 25 20 26 36 21 21 28 32 21 1717 25 35 23 21 32 20 34 27 23 20 21 28 47 567 43 91 20 21 35
internal_value=0 9.66515e-07 0.000146743 -9.86706e-07 -9.69081e-05 -0.000261791 1.65451e-06 -9.61254e-09 1.05478e-06 -8.23061e-07 -1.97154e-06 -6.4597e-08 -1.61961e-06 -2.11668e-05 -1.32725e-05 9.19098e-06 -1.97581e-05 -2.71475e-05 5.33093e-06 0.000123739 4.99758e-06 -1.88649e-05 6.69254e-05 0.000141137 -3.05831e-05 -0.000163253 -1.90152e-05 -0.000101147 -0.000290478 -1.00624e-06
internal_weight=0 3101 41 3060 82 46 2978 2952 2924 2903 2882 2850 2825 1006 983 1819 962 927 1787 70 47 907 109 81 798 64 734 132 41 602
internal_count=3121 3101 41 3060 82 46 2978 2952 2924 2903 2882 2850 2825 1006 983 1819 962 927 1787 70 47 907 109 81 798 64 734 132 41 602
is_linear=0
shrinkage=0.1


Tree=2677
num_leaves=31
num_cat=0
split_feature=33 3 3 47 3 9 48 13 33 3 48 2 2 150 4 1 2 43 157 2 1 2 2 1 16 16 0 0 3 0
split_gain=4.28872e-05 3.98418e-05 0.000196343 0.000184182 0.000839058 0.00032545 0.000132783 0.000116489 9.69722e-05 0.000104095 0.000111214 8.60677e-05 0.000337171 0.000253934 0.000207565 0.000411484 0.000674107 0.000221315 0.000199634 0.000163895 0.000159187 0.000152616 0.000325158 0.000148356 0.000127257 8.63407e-05 0.000114193 8.45375e-05 8.39782e-05 0.000294767
threshold=-0.012019999999999998 -0.0049599999999999991 -0.0080949999999999998 0.094160000000000008 0.10542000000000001 0.086220000000000005 0.13252500000000003 -0.16152999999999998 0.085305000000000006 -0.017889999999999996 0.086425000000000016 0.11215000000000001 0.10731 0.10980500000000001 1.0000000180025095e-35 0.094220000000000012 0.090790000000000023 -0.074974999999999986 -0.00078499999999999989 0.11474000000000002 0.10937500000000001 0.099185000000000009 0.086885000000000004 0.08776500000000001 -0.4714549999999999 -0.11118499999999999 -0.073309999999999986 -0.081459999999999991 -0.045649999999999989 -0.094654999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 5 -5 11 -6 -2 9 28 27 12 13 14 18 16 -16 -17 23 -13 -21 22 -20 -3 -22 -26 -27 -11 -9 -30
right_child=1 3 -4 4 6 -7 -8 8 -10 10 -12 19 -14 -15 15 17 -18 -19 21 20 24 -23 -24 -25 25 26 -28 -29 29 -31
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leaf_weight=28 23 33 30 28 38 20 29 2263 21 28 27 27 24 20 31 22 25 21 26 25 34 21 25 23 28 40 26 43 33 59
leaf_count=28 23 33 30 28 38 20 29 2263 21 28 27 27 24 20 31 22 25 21 26 25 34 21 25 23 28 40 26 43 33 59
internal_value=0 1.11534e-06 -4.25603e-06 2.50967e-05 0.000152114 -5.226e-07 -4.00069e-05 -1.20071e-06 8.81848e-07 2.71368e-06 0.000103697 1.69823e-05 5.2585e-05 1.78155e-05 4.79119e-05 0.000156642 0.000335291 -7.6016e-05 -3.61844e-05 -3.66197e-05 3.46547e-06 -0.000146323 -5.28991e-05 0.000105423 -4.16134e-05 1.83536e-05 -4.40703e-05 0.00016939 -1.48859e-06 -9.51447e-05
internal_weight=0 3093 2527 566 95 471 67 2497 2474 2453 98 451 271 247 227 99 56 43 128 180 153 72 51 56 128 94 66 71 2355 92
internal_count=3121 3093 2527 566 95 471 67 2497 2474 2453 98 451 271 247 227 99 56 43 128 180 153 72 51 56 128 94 66 71 2355 92
is_linear=0
shrinkage=0.1


Tree=2678
num_leaves=31
num_cat=0
split_feature=132 15 394 50 129 49 0 12 13 3 1429 156 11 52 52 1420 2 1429 2 1447 2 1447 1447 479 481 480 153 1429 157 13
split_gain=3.84641e-05 0.000987362 0.000534597 0.000246508 4.42218e-05 4.02156e-05 7.32836e-05 6.97564e-05 9.11592e-05 8.78948e-05 3.8996e-05 0.000146535 6.70275e-05 0.000212804 0.000106377 0.000150937 0.000338367 4.97749e-05 8.71172e-05 5.25151e-05 0.000282808 0.000586368 0.00011313 6.76449e-05 0.000134852 9.67531e-05 0.000129906 9.72544e-05 6.23469e-05 0.000591886
threshold=-0.083284999999999984 0.091915000000000011 0.11233000000000001 0.09227500000000001 -0.082959999999999992 0.10211000000000002 -0.097274999999999986 0.087145000000000014 -0.011289999999999998 -0.084964999999999985 -0.23752499999999996 0.32523500000000005 0.095720000000000013 -0.090859999999999982 -0.55692499999999978 -0.078304999999999986 0.10060500000000001 -0.078659999999999994 0.08734500000000002 -0.085804999999999979 0.083715000000000026 -0.086849999999999997 -0.084334999999999979 0.10713500000000002 -0.15265499999999996 0.10272000000000002 0.084695000000000006 -1.0000000180025095e-35 -0.087424999999999989 -0.085034999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -2 6 -1 -8 -9 -10 -6 12 14 -14 15 -12 -17 18 -16 20 -19 -22 -21 24 -24 26 27 -26 29 -29
right_child=2 -3 -4 -5 10 -7 7 8 9 -11 11 -13 13 -15 17 16 -18 19 -20 22 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00018576870082012779 0.00013052775175310672 0.00061891807630532782 -0.0004941263105138205 -0.00033049065197701569 -0.0001396262037451379 0.00013211466350846669 -9.4809704154240308e-05 0.00021862071196462947 0.000134287225423927 -0.00011155927727073009 -0.00011553603606444085 0.00027022348600439725 -0.00033663082402502674 4.7791561438417475e-05 1.4589000122875653e-06 -3.5162149600052676e-05 0.00046582369370578539 0.0001824977750584367 -0.00026303631777409466 0.00017354231761266037 4.1307226205216941e-05 -0.00057037799865065604 -0.00020604435504196773 0.00015152572046519771 0.0001821838090234388 0.00015682443050676599 -0.00025575240055331961 -0.00053309614661636504 1.1098609952925576e-06 6.8170463188721447e-05
leaf_weight=21 26 26 22 25 20 22 39 27 26 33 20 20 24 36 33 28 26 30 20 38 42 25 32 29 29 39 20 22 2257 64
leaf_count=21 26 26 22 25 20 22 39 27 26 33 20 20 24 36 33 28 26 30 20 38 42 25 32 29 29 39 20 22 2257 64
internal_value=0 4.04118e-05 -3.04968e-06 -3.75217e-05 7.01598e-07 6.07484e-06 -1.29175e-05 1.61215e-05 6.64276e-05 -3.22014e-06 -4.81121e-07 5.00849e-07 -1.41616e-06 -0.000105977 8.61866e-07 0.000119137 0.000206053 -2.40395e-06 -9.83506e-05 -4.68212e-07 -7.26764e-05 -0.000186934 2.30025e-06 -3.1099e-07 -2.09875e-06 5.85844e-07 -1.96152e-06 1.78365e-07 -2.07437e-06 -8.56419e-05
internal_weight=0 219 2902 193 2880 168 146 125 86 59 2854 2834 2814 60 2754 74 54 2680 53 2627 97 67 2530 2492 2463 2431 2392 2372 2343 86
internal_count=3121 219 2902 193 2880 168 146 125 86 59 2854 2834 2814 60 2754 74 54 2680 53 2627 97 67 2530 2492 2463 2431 2392 2372 2343 86
is_linear=0
shrinkage=0.1


Tree=2679
num_leaves=31
num_cat=0
split_feature=156 475 1425 52 2 52 52 34 16 9 457 130 121 1374 151 49 49 3 133 133 2 49 1452 376 1452 52 471 42 42 42
split_gain=3.87169e-05 0.000129117 5.02e-05 6.71882e-05 0.000132934 5.04404e-05 0.00021858 0.000125851 0.000208605 9.85856e-05 9.70963e-05 9.36352e-05 0.000151521 9.34689e-05 0.000233776 0.000154093 0.000104668 0.000155061 0.000134989 0.000338167 0.000253341 0.000219788 0.000185104 0.000164806 0.00010196 0.000113344 0.000106545 0.000116427 0.000439318 0.000256747
threshold=0.3248100000000001 0.13528000000000004 0.10034500000000002 -0.56368999999999991 0.09580000000000001 -0.015539999999999998 -0.013374999999999998 -0.057544999999999992 -0.40995499999999996 0.091905000000000014 -0.089059999999999986 -0.22562499999999999 -1.0000000180025095e-35 0.088460000000000011 -0.16761999999999996 0.26982 0.11787000000000002 -0.073309999999999986 0.090665000000000009 0.089200000000000015 0.10882500000000002 0.0043850000000000009 0.088360000000000008 -0.079504999999999978 0.082765000000000019 -0.018574999999999998 0.089570000000000025 0.084695000000000006 0.083595000000000017 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 13 -7 8 -8 10 -9 -12 -13 14 15 -5 18 -18 19 22 21 -20 23 -16 25 26 27 28 -25 -29
right_child=-2 -3 -4 5 -6 6 7 9 -10 -11 11 12 -14 -15 16 -17 17 -19 20 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-3.5612243057888314e-05 -0.00012926485834886199 0.00024807819004525389 -0.00014791027632604116 0.00037203061487525702 0.0003134671903262643 0.00028506036064105241 3.5543030582416308e-06 -0.00015991970262297804 0.00041056402944377623 -0.00015785734330375607 -0.00019920591241150924 0.00028207556739289429 5.3285933267682562e-06 -0.00019089320032376677 0.00024533464546991687 1.7287298032897524e-05 -0.00037332816507495455 -2.7720070091377508e-05 0.00012242086466777925 -0.00041771710047297267 0.00041145381970636669 -0.00025463434338400315 0.0002153872465441964 -2.0241571533730483e-05 -0.00024154517571635858 -0.00026607356909153168 -0.0002405037711882456 0.00036000703719606543 -0.00044502235440841803 5.1934656709009785e-06
leaf_weight=24 23 21 23 25 20 28 34 36 20 39 22 20 1829 31 21 24 21 34 52 22 20 22 32 383 24 20 22 23 26 180
leaf_count=24 23 21 23 25 20 28 34 36 20 39 22 20 1829 31 21 24 21 34 52 22 20 22 32 383 24 20 22 23 26 180
internal_value=0 9.59682e-07 -7.26859e-07 3.81595e-07 0.00012306 -1.41171e-06 7.59628e-06 3.71178e-06 0.000154299 -4.6689e-07 2.7519e-06 5.88187e-06 8.32207e-06 -2.00148e-05 -1.44446e-05 0.000198279 -2.60005e-05 -0.00015968 -1.73201e-05 -3.14251e-05 9.56703e-05 1.03234e-05 -1.97994e-05 -3.05661e-05 -3.91117e-05 -3.1683e-05 -2.4289e-05 -1.65165e-05 -4.72448e-05 4.5394e-05
internal_weight=0 3098 3077 3054 44 3010 2028 2000 54 1946 1907 1871 1849 982 951 49 902 55 847 753 94 74 731 699 678 654 634 612 409 203
internal_count=3121 3098 3077 3054 44 3010 2028 2000 54 1946 1907 1871 1849 982 951 49 902 55 847 753 94 74 731 699 678 654 634 612 409 203
is_linear=0
shrinkage=0.1


Tree=2680
num_leaves=31
num_cat=0
split_feature=394 130 40 120 33 9 3 13 13 13 52 133 4 403 52 52 13 52 15 0 15 42 13 401 0 12 2 42 42 0
split_gain=3.73762e-05 4.33793e-05 6.12021e-05 6.43419e-05 5.06085e-05 5.62761e-05 0.000131776 4.39673e-05 0.000740317 0.000249854 0.000306331 0.000165843 0.000242271 0.000413404 0.00018025 0.000133797 0.000419687 0.000384322 0.000174217 0.000156388 0.000244405 0.000209967 0.000330772 0.000242043 0.000224284 0.00014208 0.000220157 0.000210865 0.000295865 0.000177714
threshold=0.15288500000000002 -0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.012019999999999998 0.091600000000000015 -0.011549999999999998 -0.081659999999999996 -0.081224999999999978 -0.082574999999999982 -0.0092699999999999987 0.11524500000000001 -0.082594999999999988 -0.084339999999999984 0.085540000000000019 0.048520000000000008 -0.17933499999999997 0.008405000000000001 0.096055000000000015 -0.086074999999999985 0.085935000000000025 0.088200000000000014 -0.088464999999999988 0.081905000000000019 -0.10096999999999999 0.093535000000000021 0.11928500000000002 0.090690000000000007 0.093655000000000002 -0.083804999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 9 -9 11 -11 12 13 -6 -15 17 -17 18 25 20 21 22 23 -18 -23 27 -27 29 -29 -14
right_child=-2 2 3 -5 5 6 -8 8 -10 10 -12 -13 15 14 -16 16 19 -19 -20 -21 -22 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00014219480744075206 0.00011501684249586625 -0.0001763815483718645 -0.0001384119296239482 0.00016952024928865617 0.00046460976323335981 -3.3833600173238669e-05 0.00029508966836147012 -0.00060213889477641464 -5.1105773777685929e-06 -3.188594704484925e-05 0.0004370811119830857 -0.00024700962637255611 -7.221539366981115e-06 -7.6522975119688565e-05 0.00023256438711039917 -0.00047696302138754859 -0.00023652273888920286 0.00041775637592249753 -0.00026883383891444004 -0.00015375604294271219 0.00027679182244502308 3.3404382993467155e-05 0.00032401371703599585 0.00017449054196375707 -0.0004200197160268242 0.00038181968545541165 -4.6879582172867073e-05 -0.00040833382392583162 -4.8496641956381103e-07 0.00016111620770262362
leaf_weight=21 28 20 27 22 30 29 21 21 1893 26 30 26 338 54 29 23 38 23 23 71 31 20 30 23 24 25 23 29 46 77
leaf_count=21 28 20 27 22 30 29 21 21 1893 26 30 26 338 54 29 23 38 23 23 71 31 20 30 23 24 25 23 29 46 77
internal_value=0 -1.04121e-06 -2.02036e-06 -8.77759e-07 -2.11497e-06 -8.89525e-07 0.000104314 -2.67083e-06 -1.1661e-05 1.38906e-05 0.000219346 2.18605e-06 8.95626e-06 0.000146464 3.14714e-05 -9.45412e-06 -6.91263e-05 1.71123e-05 6.86563e-07 -2.95472e-05 2.35783e-05 -3.45671e-05 5.2152e-05 -8.15505e-05 -0.000213918 1.22088e-05 0.000176401 -3.87535e-06 -0.000158187 2.40122e-05
internal_weight=0 3093 3072 3052 3030 3003 50 2953 1914 1039 56 983 957 113 83 844 260 584 561 237 166 135 91 61 44 538 48 490 75 415
internal_count=3121 3093 3072 3052 3030 3003 50 2953 1914 1039 56 983 957 113 83 844 260 584 561 237 166 135 91 61 44 538 48 490 75 415
is_linear=0
shrinkage=0.1


Tree=2681
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 42 2 2 2 42 133 2 1429 156 11 51 155 13 475 475 154 471 0 1 447 160 475 484 51 481 13
split_gain=3.76764e-05 0.000266643 0.000144279 6.883e-05 4.14857e-05 6.55502e-05 0.000128385 8.01336e-05 6.05908e-05 3.76933e-05 5.78575e-05 3.51457e-05 0.000132839 4.76638e-05 0.00028833 0.000163481 0.000105765 4.49351e-05 3.82924e-05 4.33252e-05 5.8481e-05 5.01807e-05 0.000272854 5.27809e-05 7.81099e-05 5.26905e-05 0.000426531 0.000358523 0.000443092 0.000202438
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.021469999999999996 0.10252500000000002 0.089125000000000024 0.085485000000000019 -0.0093649999999999983 -0.50375999999999987 0.091265000000000013 -0.23752499999999996 0.32523500000000005 0.092630000000000018 -1.0000000180025095e-35 0.13949000000000003 0.086705000000000018 0.10142500000000002 0.055635000000000011 0.085530000000000009 0.094575000000000006 -0.24955499999999997 0.10781 0.094580000000000011 0.51752500000000012 -0.085719999999999977 0.086135000000000017 -0.085734999999999992 -0.081334999999999977 -0.067719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 -6 10 -3 -11 13 15 -15 17 -16 18 19 20 21 22 -13 24 25 26 27 29 -29 -23
right_child=1 9 -4 -5 8 -7 -8 -9 -10 11 -12 12 -14 14 16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=1.7849055459211941e-05 0.00035807988689547142 0.00017514582393535726 -0.00026600582216633489 -0.00018210625982776815 0.00018277894470689458 -0.00018423729978332465 0.00019909492670558394 -0.00022795207582281104 -5.3969953197255648e-06 -0.00013319517735908449 -3.8359817782210571e-05 0.00030724961101508667 0.0002566386840771884 -0.00031366583941909942 0.00023266001637397418 0.00027808637920922287 -8.1771449176812892e-05 -0.00015134667773963884 0.00010455248254890434 -0.00014887733894283883 0.00016122025620213457 0.00035020133586247381 -0.00018007327307714152 -0.00016228038425435359 0.00015731133753433825 -8.4042933977841406e-06 0.00040257606056651901 7.042301702313125e-05 -0.00058725628297820335 -2.7593872545293306e-05
leaf_weight=36 21 30 25 21 28 22 25 21 44 20 22 27 20 31 23 21 20 20 34 20 22 23 20 21 30 2368 28 20 21 37
leaf_count=36 21 30 25 21 28 22 25 21 44 20 22 27 20 31 23 21 20 20 34 20 22 23 20 21 30 2368 28 20 21 37
internal_value=0 3.04046e-06 -3.97041e-05 -1.09856e-05 9.4322e-06 -3.09642e-05 1.01579e-05 -7.27093e-05 6.77825e-05 4.49836e-07 8.48165e-05 -1.10256e-06 -1.61058e-07 -2.00456e-06 -8.11877e-05 1.56043e-07 8.64128e-05 -2.01287e-06 -8.94681e-07 -2.25426e-06 -1.13371e-06 -2.51013e-06 9.98782e-05 -4.39876e-06 -3.08673e-06 -5.01382e-06 5.72238e-05 -3.85175e-05 -0.000266437 0.000117228
internal_weight=0 2899 222 197 176 104 82 57 72 2878 52 2826 2806 2786 74 2712 43 2691 2671 2637 2617 2595 47 2548 2527 2497 129 101 41 60
internal_count=3121 2899 222 197 176 104 82 57 72 2878 52 2826 2806 2786 74 2712 43 2691 2671 2637 2617 2595 47 2548 2527 2497 129 101 41 60
is_linear=0
shrinkage=0.1


Tree=2682
num_leaves=31
num_cat=0
split_feature=156 475 1425 52 2 475 157 1375 3 1375 475 42 1429 150 475 0 51 475 160 51 1429 43 3 49 49 0 1 147 148 3
split_gain=4.37498e-05 0.00011094 3.89917e-05 5.60717e-05 0.000110852 4.74238e-05 0.000359004 0.00018253 0.000526481 0.000158347 0.00015493 0.000109595 0.000136564 5.15214e-05 5.23794e-05 0.000150655 0.000240886 9.26996e-05 0.000353633 0.000123458 0.000103128 0.000157339 0.000112598 5.89238e-05 0.000183139 0.000142679 0.000129341 0.000196558 0.000238037 0.000137913
threshold=0.3248100000000001 0.13528000000000004 0.10034500000000002 -0.56368999999999991 0.09580000000000001 -0.085774999999999976 -0.086244999999999988 -0.15308499999999997 0.092670000000000016 -0.090674999999999992 -0.088274999999999978 0.084435000000000024 0.086825000000000013 0.13086 -0.082549999999999998 -0.085544999999999982 -0.025069999999999999 -0.010194999999999997 -0.088854999999999976 -0.0078149999999999973 0.088440000000000019 -0.077604999999999993 0.084940000000000015 -0.0087049999999999992 -0.0049799999999999992 -0.24955499999999997 0.13743000000000002 0.095485000000000014 -0.081759999999999985 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 8 -7 -9 11 12 -8 14 15 -11 -17 18 -16 20 21 -20 -23 26 -25 -26 27 28 -19 -30
right_child=-2 -3 -4 5 -6 7 10 9 -10 13 -12 -13 -14 -15 17 16 -18 23 19 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-3.2390775353026886e-05 -0.00013740989986969079 0.0002300849923076818 -0.00013025894392305182 -0.00043923333321886491 0.00028637984825763852 0.00043877073703697534 -0.00031839402602054179 -0.00026317103164847538 -0.00021526715747313574 0.00022888106047773632 0.00021985676233911094 6.3930826361810922e-05 1.5562655486670945e-05 0.00012645137375102422 -0.00043175498881282693 0.00012892213193588437 -0.0003084475037758239 -0.00032438470152555969 -0.00031186914987171936 0.00020814236538301757 7.8515171225189005e-05 0.00015836130450701431 -0.00016536502698727418 0.00025270986448352534 0.00024630719902537146 1.0816453253535377e-06 -0.0002827373625495966 0.00020377213272565446 -4.8609631078708098e-05 0.00013780778546711094
leaf_weight=24 23 21 23 21 20 32 25 23 20 37 27 43 24 32 24 34 20 28 28 21 37 21 22 30 24 2080 20 35 255 47
leaf_count=24 23 21 23 21 20 32 25 23 20 37 27 43 24 32 24 34 20 28 28 21 37 21 22 30 24 2080 20 35 255 47
internal_value=0 1.02016e-06 -5.4317e-07 4.33733e-07 0.000112505 -1.20452e-06 -5.80363e-05 1.56777e-06 0.000187218 -1.85799e-06 9.23371e-06 -5.25796e-05 -0.000154823 2.92345e-07 -1.16878e-06 7.34396e-05 -3.30666e-05 -3.70971e-06 -7.92866e-05 -1.37111e-05 -5.68492e-05 -0.000127391 -7.26612e-06 8.80709e-07 7.37699e-06 3.87889e-06 -3.51272e-05 -2.15596e-05 -4.54584e-05 -1.95976e-05
internal_weight=0 3098 3077 3054 44 3010 140 2870 52 2818 119 92 49 2795 2763 91 54 2672 153 129 108 71 43 2519 2134 2104 385 365 330 302
internal_count=3121 3098 3077 3054 44 3010 140 2870 52 2818 119 92 49 2795 2763 91 54 2672 153 129 108 71 43 2519 2134 2104 385 365 330 302
is_linear=0
shrinkage=0.1


Tree=2683
num_leaves=31
num_cat=0
split_feature=132 1186 1185 15 0 1212 132 4 130 156 474 155 11 157 1428 154 1447 1447 481 483 13 1446 0 42 15 43 43 43 481 160
split_gain=3.63828e-05 0.00100431 0.000546016 0.000127207 3.86588e-05 5.74541e-05 8.44041e-05 5.76837e-05 6.51243e-05 3.58314e-05 9.49503e-05 4.75889e-05 0.000110747 0.00013827 5.7511e-05 5.69132e-05 4.43983e-05 0.000253898 0.00020517 0.000154116 0.000206883 7.64241e-05 0.000242452 0.000480735 0.000907579 0.000198095 0.000317565 0.000136894 0.000117832 6.47503e-05
threshold=-0.083284999999999984 0.049580000000000006 -0.087384999999999977 0.092400000000000024 -0.096374999999999975 0.055770000000000007 -0.41127499999999995 -0.085034999999999986 0.0032450000000000001 0.3248100000000001 0.11787500000000002 0.11562500000000002 0.088065000000000018 0.13027500000000003 -0.018864999999999996 0.085530000000000009 -0.085804999999999979 -0.086359999999999978 -0.085894999999999985 0.087520000000000014 -0.080759999999999985 0.037915000000000011 -0.084044999999999995 0.085730000000000015 0.087485000000000021 -0.011694999999999999 -0.065269999999999981 -0.085594999999999991 -0.15265499999999996 -0.090764999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 -6 -8 -9 10 11 14 13 -13 -4 16 17 18 -16 20 -20 28 23 -23 -25 26 27 -24 -18 -30
right_child=2 -3 9 -5 5 -7 7 8 -10 -11 -12 12 -14 -15 15 -17 21 -19 19 -21 -22 22 25 24 -26 -27 -28 -29 29 -31
leaf_value=0.00010711822733042185 -0.00052366387331858287 0.00071480108934338213 0.00013117797763484036 -0.00023951340522398824 0.00018461859068813046 -0.00014007146946237153 0.00010710404407607554 -0.00016305060608398268 3.4043511647420625e-05 -0.00012366889935472736 0.00019567845072015187 -0.00019360314647201451 -0.00028043665144650732 0.00015916220759390855 0.00026323203358818623 -0.0001677584188291803 -0.00019724742572482988 -0.00037358696378457051 -0.00035052474765961961 0.00014973681695881256 7.0578872891928769e-05 -0.00013841759556761156 9.8085175241894015e-05 1.9271918885082145e-05 0.00090805180290772121 -0.00027089368019145554 0.00037770842595602434 -0.00023795962598443214 4.5061153979885829e-05 -4.1140453291184223e-06
leaf_weight=29 20 20 34 25 23 31 23 38 30 23 25 20 20 25 24 20 30 21 28 21 20 26 22 27 20 26 21 27 307 2095
leaf_count=29 20 20 34 25 23 31 23 38 30 23 25 20 20 25 24 20 30 21 28 21 20 26 22 27 20 26 21 27 307 2095
internal_value=0 3.93032e-05 -2.96603e-06 -2.8586e-05 1.71963e-06 -1.93601e-05 1.34649e-05 -2.97937e-05 -7.60973e-05 6.47422e-07 1.64752e-06 -6.41163e-08 -8.46422e-05 2.37761e-06 1.92128e-06 3.14437e-07 1.55254e-06 -5.95298e-05 1.13863e-05 -7.62122e-05 -0.000175065 4.22974e-06 6.92552e-05 0.00020661 0.000397476 -3.51916e-05 5.23549e-05 -8.70824e-05 -2.88887e-07 2.17104e-06
internal_weight=0 219 2902 199 174 145 114 91 68 2882 2859 2834 65 45 2769 2735 2715 114 93 69 48 2601 169 73 47 96 70 49 2432 2402
internal_count=3121 219 2902 199 174 145 114 91 68 2882 2859 2834 65 45 2769 2735 2715 114 93 69 48 2601 169 73 47 96 70 49 2432 2402
is_linear=0
shrinkage=0.1


Tree=2684
num_leaves=31
num_cat=0
split_feature=1184 43 400 130 130 400 1186 1204 1185 390 1186 402 403 1210 131 4 131 131 131 52 131 42 0 131 43 52 15 43 3 480
split_gain=3.91372e-05 0.000120828 4.88006e-05 0.000235401 0.000197406 0.000127574 0.00011196 0.000130533 7.87241e-05 4.43555e-05 7.34934e-05 3.82163e-05 0.000189034 9.07268e-05 5.40353e-05 0.00014631 9.00131e-05 4.69719e-05 0.00032387 0.000647448 0.000215146 0.000218691 0.000159154 0.000122517 0.000205034 0.000180488 0.00020934 0.00017389 8.16058e-05 7.68062e-05
threshold=0.081725000000000006 -0.011694999999999999 -0.08262499999999999 0.087820000000000023 0.0062100000000000011 -0.081639999999999976 -0.052704999999999995 -0.078604999999999994 -0.083264999999999992 0.089375000000000024 0.090275000000000008 -0.45454999999999995 -0.072624999999999981 0.26755500000000004 0.11863000000000001 -0.065794999999999979 0.11385000000000002 0.089415000000000008 0.090690000000000007 -0.013374999999999998 0.087705000000000019 0.087825000000000014 -0.064339999999999994 0.099565000000000015 -0.077824999999999991 0.084505000000000011 -0.065449999999999994 -0.077319999999999986 -0.074939999999999993 -0.088394999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -4 -1 -8 -7 10 11 12 -10 14 16 -16 17 20 19 -19 29 -22 23 24 25 26 -20 -25 -26 -13
right_child=1 -3 5 -5 -6 8 7 -9 9 -11 -12 13 -14 -15 15 -17 -18 18 22 -21 21 -23 -24 27 28 -27 -28 -29 -30 -31
leaf_value=0.00024599324342489126 9.0619174297899011e-05 -0.00023914618405979126 -0.00024678074308515839 -0.00019607130669572616 0.00038636986161388149 0.00019829545897664505 -0.00022596521041123196 0.00010852749633808604 0.00024868305472409703 -0.00013081206595346045 0.00018678080218489327 0.00016387093003556534 -8.9948622168295141e-05 -0.0002098224466040154 -0.00031434173390152862 3.0443864739027051e-05 0.00018591603382866686 9.6925867408225756e-05 0.00034182872872666589 -0.00068832370875281329 9.3322052081297769e-06 0.00045567456829649888 -0.00017205528307385977 -0.00029515261461104578 -0.00018002882032938628 0.00047961050877347593 -9.9578174327193266e-05 5.0973056842965584e-05 9.2626053637581034e-05 -2.7252989812880056e-06
leaf_weight=21 20 25 21 27 24 20 20 28 32 26 21 28 34 21 20 32 26 21 21 21 23 21 40 21 23 20 22 47 21 2374
leaf_count=21 20 25 21 27 24 20 20 28 32 26 21 28 34 21 20 32 26 21 21 21 23 21 40 21 23 20 22 47 21 2374
internal_value=0 -9.25838e-05 1.35444e-06 6.3869e-05 0.000139335 -1.18336e-06 5.34105e-05 -3.08445e-05 5.73896e-07 -7.82684e-07 3.87535e-07 -9.77269e-07 7.42364e-05 -2.7489e-06 -1.18524e-06 -0.000102166 7.38912e-07 -1.0423e-06 -4.17107e-05 -0.000295699 3.23072e-06 0.000222359 7.90556e-06 4.90395e-05 0.000115742 0.000231427 0.000115993 -5.59187e-05 -4.98981e-05 -7.83295e-07
internal_weight=0 45 3076 120 93 2956 69 48 2935 2915 2889 2868 66 2802 2781 52 2729 2703 257 42 2446 44 215 175 107 63 43 68 44 2402
internal_count=3121 45 3076 120 93 2956 69 48 2935 2915 2889 2868 66 2802 2781 52 2729 2703 257 42 2446 44 215 175 107 63 43 68 44 2402
is_linear=0
shrinkage=0.1


Tree=2685
num_leaves=31
num_cat=0
split_feature=40 130 42 47 47 47 39 3 47 1 3 13 4 393 47 47 47 4 160 9 10 151 1429 150 151 49 12 12 16 16
split_gain=3.51748e-05 0.000145405 0.000137881 4.45548e-05 0.000325591 0.000217988 9.31275e-05 9.57156e-05 0.000187312 0.000130956 9.57073e-05 0.00011383 8.26628e-05 7.91093e-05 7.78959e-05 6.66921e-05 0.000100099 0.000300261 6.6206e-05 5.58114e-05 0.000253912 5.4111e-05 0.000235464 0.000303181 0.00015691 8.16146e-05 6.88365e-05 0.00048311 0.000612448 0.000201915
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.092165000000000011 0.09550500000000002 0.090100000000000013 0.10076500000000001 -0.073884999999999992 0.10280000000000002 0.10727500000000002 -0.077644999999999978 0.016935000000000002 0.066685000000000008 0.12765500000000005 0.10397500000000001 0.087235000000000021 0.079365000000000005 -0.00099499999999999979 -0.016279999999999996 0.08925000000000001 0.053330000000000009 -0.089594999999999994 0.083725000000000008 0.10846000000000001 -0.10142999999999999 0.13173000000000004 0.089300000000000004 0.090165000000000009 -0.07550999999999998 0.63636000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 13 7 10 -9 -10 11 12 14 15 -6 16 19 -18 -16 21 -21 22 23 24 25 -3 -23 28 -28 -29
right_child=1 2 -4 4 6 -7 -8 8 9 -11 -12 -13 -14 -15 18 -17 17 -19 -20 20 -22 26 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.00013219183700130088 -0.00025702493836764586 -0.00013367669513123423 0.00023973001558867205 -0.00038246512028854347 -0.00014913747516653405 0.00032428011022386186 -0.0001923720357590355 0.00030171449318134235 -0.00017907548139596151 7.8686914754168719e-05 -0.00024209946000372016 -0.00022681704528319338 0.00021114810158906041 0.00018551120504170008 0.00016062202771065823 -0.00015156853543634623 0.00033454373576293417 -0.00016243582489551046 -4.1177767500787902e-05 0.000371829954452724 -6.8007355605784268e-05 -2.1316715141118887e-05 -0.00017989102564046556 0.00046658054870065487 0.0002592751968186349 8.8275753660127529e-05 2.5094278281161966e-05 -1.2826054271478139e-06 0.00057797610870417859 -0.00031520589012264588
leaf_weight=20 22 37 24 25 29 21 25 28 27 73 21 21 20 23 29 29 31 20 37 21 35 1447 33 21 25 30 51 842 33 21
leaf_count=20 22 37 24 25 29 21 25 28 27 73 21 21 20 23 29 29 31 20 37 21 35 1447 33 21 25 30 51 842 33 21
internal_value=0 -8.52574e-07 9.77823e-07 -8.97808e-07 -3.53093e-05 3.34038e-06 -7.3129e-06 8.92036e-06 7.31024e-05 9.09107e-06 -4.34064e-05 -1.27259e-05 2.6369e-05 8.43253e-07 -1.25318e-05 -7.43953e-07 9.08451e-07 0.00013965 4.74918e-05 -1.81721e-06 9.69316e-05 -3.99435e-06 5.51089e-05 0.000123737 4.54795e-05 -3.4295e-05 -7.59881e-06 1.33619e-05 0.000242298 -8.92153e-06
internal_weight=0 3101 3079 3055 335 2720 310 285 128 100 157 136 115 2699 95 2676 2647 51 66 2596 56 2540 146 113 92 67 2394 947 84 863
internal_count=3121 3101 3079 3055 335 2720 310 285 128 100 157 136 115 2699 95 2676 2647 51 66 2596 56 2540 146 113 92 67 2394 947 84 863
is_linear=0
shrinkage=0.1


Tree=2686
num_leaves=31
num_cat=0
split_feature=130 40 4 0 9 97 9 33 33 2 0 0 46 156 4 1 1 43 1 1212 483 1456 13 457 0 12 12 12 42 1
split_gain=3.97731e-05 5.68291e-05 6.71906e-05 0.000108832 5.57149e-05 0.000105758 8.49499e-05 8.27831e-05 6.43677e-05 0.00015833 0.000579725 0.000104115 5.09161e-05 8.03758e-05 0.000191711 5.32801e-05 0.000224566 0.000194215 0.000721954 0.000377916 0.000189578 0.000192304 0.00031646 0.000144493 0.000244175 0.000133388 0.00038411 0.000460367 0.000334376 0.000454361
threshold=-0.23123999999999997 -0.24290999999999999 0.62736500000000006 -0.12333499999999999 -0.08619499999999998 -0.084639999999999979 -0.036024999999999995 0.085305000000000006 -0.012019999999999998 -1.0000000180025095e-35 -0.073309999999999986 0.0059850000000000016 0.10253500000000002 -0.090519999999999975 -0.0047449999999999992 0.089625000000000024 0.089175000000000018 0.062770000000000006 0.095025000000000012 0.091685000000000016 -0.096724999999999992 -0.077349999999999988 -0.076599999999999988 0.11612500000000002 -0.26343999999999995 0.092995000000000008 0.091715000000000005 0.090455000000000021 0.097020000000000009 0.10374500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -6 8 -8 10 -10 -12 13 14 -11 16 -15 19 -19 20 -17 22 -22 24 -23 26 27 -26 -27 -30
right_child=1 2 3 -5 6 -7 7 -9 9 12 11 -13 -14 15 -16 17 -18 18 -20 -21 21 23 -24 -25 25 28 -28 -29 29 -31
leaf_value=0.00013101611092798007 -0.00016899385405849898 -5.9924673987552527e-05 -6.0654846241786375e-05 0.00023616476072978307 -0.00015832253064477949 0.00025143547603268722 -0.00017900746912346221 -0.00020436550810700284 0.00060413957529817711 -4.8294966772493138e-05 -0.00019021842485729038 0.00010459216494928114 -0.00014190126541787043 1.9435656941158247e-06 0.00030505163875724456 -0.00032564513861871097 0.00033079536678130915 -0.00069329052254033744 -6.2337310429519192e-06 0.00035886952973669396 -8.1657136324793096e-05 -0.0003360561372783895 0.00048089089676068403 0.00018522138051036652 6.2643592231794292e-06 -1.3130553102550598e-05 0.00032121941411686648 -0.00046451519619123164 -0.00053578984919140844 4.3203616793186444e-05
leaf_weight=23 20 20 21 30 35 24 20 20 20 34 23 25 26 1860 28 20 21 20 65 27 20 26 20 31 372 156 36 22 33 23
leaf_count=23 20 20 21 30 35 24 20 20 20 34 23 25 26 1860 28 20 21 20 65 27 20 26 20 31 372 156 36 22 33 23
internal_value=0 -9.72685e-07 1.19071e-07 0.000113945 -1.79871e-06 0.000109908 -3.44641e-06 -1.60765e-06 -2.22695e-07 1.00691e-06 0.000151803 -3.66712e-05 -2.60369e-06 -1.31665e-06 0.000111281 -3.85336e-06 5.61496e-06 -2.4301e-05 -0.000167894 -8.77251e-06 -2.18507e-05 -1.36289e-05 0.000199617 -2.58318e-05 -3.56262e-05 -2.34593e-05 8.54629e-06 -2.00228e-05 -8.83762e-05 -0.000297989
internal_weight=0 3098 3078 51 3027 44 2983 2948 2928 2908 68 48 2840 2814 62 2752 1881 871 85 786 759 739 40 699 668 642 430 394 212 56
internal_count=3121 3098 3078 51 3027 44 2983 2948 2928 2908 68 48 2840 2814 62 2752 1881 871 85 786 759 739 40 699 668 642 430 394 212 56
is_linear=0
shrinkage=0.1


Tree=2687
num_leaves=31
num_cat=0
split_feature=1208 1208 42 403 402 1213 50 16 2 16 133 1212 15 1211 401 1210 1203 400 394 403 402 1212 1212 16 399 399 403 1210 16 1210
split_gain=4.36957e-05 9.04737e-05 5.37968e-05 0.000263308 0.000153084 0.000413108 0.000121527 0.000128777 0.000305534 0.000246592 0.0001136 7.79259e-05 0.000146789 7.52806e-05 9.24675e-05 8.57336e-05 8.48651e-05 0.00022613 8.01068e-05 6.81469e-05 8.38832e-05 6.98942e-05 0.000236037 0.000235295 8.23082e-05 6.78462e-05 7.96573e-05 6.33777e-05 0.000208172 0.000194475
threshold=0.11846000000000001 0.10383000000000002 0.11551500000000002 -0.44023999999999991 0.13775000000000001 -0.083944999999999978 0.11916500000000001 -0.072359999999999994 0.093840000000000021 -0.094359999999999986 0.11667000000000001 0.11579500000000002 0.090615000000000015 0.11048500000000001 -1.0000000180025095e-35 0.079790000000000014 0.088820000000000024 -0.08131999999999999 0.10448000000000002 0.5124200000000001 0.11844500000000001 -0.087464999999999987 -1.0000000180025095e-35 -0.088159999999999988 0.10788500000000002 0.090310000000000015 -0.55157999999999985 -0.079504999999999978 -0.081414999999999987 -0.0061249999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 11 -6 7 9 -9 -5 -10 13 -13 14 -1 16 18 -18 19 20 21 23 -23 -16 25 26 -24 28 -28 -29
right_child=-2 -3 3 6 5 -7 -8 8 10 -11 -12 12 -14 -15 15 -17 17 -19 -20 -21 -22 22 24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.00015621858379185702 0.00012909704192469901 -0.0001683588377545675 0.00037776418691712685 8.1961907271761446e-05 0.00015288860401293884 -0.00043848390126152449 -0.00020391323942812567 0.00042649221953373244 0.00012171497927435363 -0.00034120812030908254 -0.0001774552575873465 -4.160378527255186e-05 0.00031600596984472678 0.00017454477007656049 5.570048859667485e-05 0.0001831921278499067 -0.00035015161565388555 4.3625372428713103e-05 0.00018984806675606788 0.00015066976810540554 -0.00018219413681296059 0.00026645796165350038 -0.00018395624950547548 -0.00036650065455680965 0.00018552691817801491 -0.00015399186115246268 -0.00030353913825170562 0.00023577506038626394 6.0016762694835459e-05 -1.7337531466454852e-06
leaf_weight=39 26 32 22 40 21 27 23 24 30 21 22 24 22 24 33 25 25 35 22 29 26 33 24 22 23 30 28 35 36 2298
leaf_count=39 26 32 22 40 21 27 23 24 30 21 22 24 22 24 33 25 25 35 22 29 26 33 24 22 23 30 28 35 36 2298
internal_value=0 -1.08449e-06 6.63068e-07 5.3391e-05 -2.66789e-06 -0.000179758 8.78968e-06 4.44989e-05 0.000131359 -6.37196e-05 -4.85704e-06 3.32588e-07 0.000129427 -1.79814e-06 -3.32989e-06 -1.14096e-06 -2.84838e-06 -0.000120448 -1.74638e-07 -1.77208e-06 -3.48027e-06 -1.66663e-06 7.79815e-07 -0.00011318 -2.76399e-06 -4.5309e-06 -2.67884e-06 -8.63801e-07 -9.90389e-05 1.82939e-06
internal_weight=0 3095 3063 182 2881 48 160 137 76 61 52 2833 46 2787 2763 2724 2699 60 2639 2617 2588 2562 2507 55 2474 2451 2421 2397 64 2333
internal_count=3121 3095 3063 182 2881 48 160 137 76 61 52 2833 46 2787 2763 2724 2699 60 2639 2617 2588 2562 2507 55 2474 2451 2421 2397 64 2333
is_linear=0
shrinkage=0.1


Tree=2688
num_leaves=31
num_cat=0
split_feature=132 1203 393 50 12 0 131 120 12 10 0 0 123 9 9 52 34 10 4 374 1 47 45 16 130 4 4 2 0 9
split_gain=3.71398e-05 0.00100299 0.000528805 0.000194204 3.85787e-05 6.1285e-05 3.74139e-05 3.69452e-05 0.000106736 5.22053e-05 0.000302226 0.000243604 9.97163e-05 8.84158e-05 9.09716e-05 5.92056e-05 5.74554e-05 7.83485e-05 4.90492e-05 5.17084e-05 7.17706e-05 8.7368e-05 6.86314e-05 4.91892e-05 0.000192439 0.000177199 0.00050588 0.000488889 0.000921482 0.000208868
threshold=-0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 0.10866500000000003 -0.075684999999999988 -0.41988499999999995 0.093680000000000013 0.22926500000000002 -0.011559999999999999 -0.10224499999999999 -0.087414999999999979 0.085290000000000019 0.08925000000000001 0.10629500000000001 -0.049749999999999996 -0.097449999999999981 1.0000000180025095e-35 0.62736500000000006 0.089165000000000008 0.14804000000000003 0.13975500000000002 0.094030000000000016 -0.11227499999999999 0.089120000000000019 0.056795000000000005 0.053180000000000012 0.10188000000000001 -0.070889999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 -1 -6 8 9 10 -2 -12 15 16 -15 -13 -11 18 19 20 21 22 23 24 -18 26 29 28 -27 -25
right_child=2 -3 -4 -5 6 -7 -8 -9 -10 13 11 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=7.3191107304893679e-06 -0.00038966353338606573 0.00069683620767180059 -0.00051542243076255548 -0.00032544049245188946 -1.2048127107499612e-05 -0.00017203194625123972 0.00017256790037525047 -0.00012567436863363305 0.00022099030171706215 0.00016917363449465484 0.0003240005386760459 -5.085296191585561e-05 9.9839380016506074e-05 0.00029364348975789093 -4.3592171277850874e-06 -0.00029126087960321459 -1.503501927412439e-05 -0.00017043560580566044 0.00014617530244362094 0.00015579004428305088 -0.00016707166589465208 0.00020304652183161429 -0.00016034897516537631 0.00031774903251235152 -0.00031261399275061435 0.00089257550716865814 -0.00043996223326897826 -1.1037104483722655e-05 -1.0285123866756643e-05 6.5010271891380132e-07
leaf_weight=111 23 21 20 20 21 23 23 23 22 20 20 21 21 21 20 20 394 27 23 21 26 21 27 21 23 20 26 101 26 1915
leaf_count=111 23 21 20 20 21 23 23 23 22 20 20 21 21 21 20 20 394 27 23 21 26 21 27 21 23 20 26 101 26 1915
internal_value=0 3.971e-05 -2.99672e-06 -2.99852e-05 3.21201e-06 -2.3465e-05 8.44557e-05 5.59322e-07 1.57484e-06 -1.26652e-07 -6.93215e-05 2.05306e-05 -7.73629e-05 2.53274e-06 0.000148276 -0.000168125 3.12194e-07 -9.52212e-07 7.78518e-07 -4.97379e-07 -1.7597e-06 -8.98823e-08 -1.7608e-06 -6.56816e-08 -3.14482e-05 6.13941e-06 -1.79477e-06 0.000112036 0.000382263 4.08971e-06
internal_weight=0 219 2902 198 178 134 44 2882 2859 2837 105 82 62 2732 41 41 2691 2671 2644 2621 2600 2574 2553 2526 417 2109 1962 147 46 1936
internal_count=3121 219 2902 198 178 134 44 2882 2859 2837 105 82 62 2732 41 41 2691 2671 2644 2621 2600 2574 2553 2526 417 2109 1962 147 46 1936
is_linear=0
shrinkage=0.1


Tree=2689
num_leaves=31
num_cat=0
split_feature=1204 400 400 133 132 50 1204 393 393 1176 42 13 0 1211 401 403 0 133 1210 402 0 16 43 402 402 402 1209 15 403 2
split_gain=3.77037e-05 6.20555e-05 5.3854e-05 0.000115688 5.45093e-05 0.00104785 0.000732608 0.000142495 0.000114002 5.13567e-05 4.72693e-05 7.92961e-05 7.44726e-05 4.59387e-05 6.0727e-05 0.000238061 0.000223132 0.00020291 9.20218e-05 4.8664e-05 0.000278928 0.000543082 0.000191022 0.000144035 0.000100984 0.000105395 0.000128713 0.000246957 0.000204789 9.88498e-05
threshold=0.057120000000000011 0.12955000000000003 0.10931000000000002 -0.54084999999999994 -0.083284999999999984 0.097510000000000013 -0.082199999999999981 0.10856500000000001 0.10389500000000002 0.086510000000000017 -0.021469999999999996 -0.015039999999999998 -0.082284999999999983 0.12711000000000003 -0.06959499999999999 -0.072624999999999981 -0.072594999999999979 0.51114000000000004 0.258635 -0.087759999999999991 -0.086284999999999987 -0.080954999999999985 -0.041049999999999996 -0.061769999999999999 -0.031734999999999992 -0.014954999999999998 -0.084519999999999984 0.087575000000000014 -0.5335399999999999 0.086825000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -6 9 10 13 12 -12 -5 14 15 -8 -17 18 19 20 -16 -22 29 -21 -25 -26 27 -27 -28 -23
right_child=-2 -3 -4 4 6 -7 7 -9 -10 -11 11 -13 -14 -15 17 16 -18 -19 -20 23 21 22 -24 24 25 26 28 -29 -30 -31
leaf_value=0.00024059130563728107 -0.00011765855209281046 0.00016120131925466316 -0.00015981652876299841 6.3301901143169182e-05 -0.00047975307189744858 0.00069802007879347504 0.00034582074664892085 0.00024405188814853319 -0.00022780779402603878 0.00015901847393251956 -2.5097382295467527e-05 0.0002272459641972091 -0.00015072594359898594 -0.00013160564861512588 -0.00036076578113716096 0.00016510711246392812 -0.00029159841801629227 -0.00028643753193318848 0.00020829394689783279 0.0002617897852490257 0.00047551610054142658 -0.00016414152813099681 -0.00036818760591337369 -0.00022500297620354104 0.00022923645039554685 -0.00042764894657011616 0.00025298265818491928 6.9298689340939758e-05 -1.6734999712942528e-06 0.00013015631621237844
leaf_weight=20 27 24 21 29 32 22 24 24 27 20 33 20 37 27 25 23 20 25 21 21 20 21 21 20 20 20 32 20 2400 25
leaf_count=20 27 24 21 29 32 22 24 24 27 20 33 20 37 27 25 23 20 25 21 21 20 21 21 20 20 20 32 20 2400 25
internal_value=0 1.02676e-06 -2.25416e-07 8.73768e-07 -7.09048e-07 5.46502e-05 -3.95978e-06 1.42211e-06 -4.2296e-05 -6.53863e-07 -2.05035e-07 7.01265e-05 -5.66834e-05 -1.80052e-06 -5.29769e-07 9.35103e-05 -4.73141e-05 -2.87116e-06 -2.12062e-07 -1.8675e-06 -6.63735e-05 1.8222e-05 -0.000118284 9.8472e-07 -1.19558e-06 6.0063e-07 -1.24917e-06 -0.000179175 1.67724e-06 -4.19705e-06
internal_weight=0 3094 3070 3049 3029 168 2861 2829 146 2805 119 53 66 2785 2758 67 43 2691 2666 2645 112 87 67 2533 2512 2492 2472 40 2432 46
internal_count=3121 3094 3070 3049 3029 168 2861 2829 146 2805 119 53 66 2785 2758 67 43 2691 2666 2645 112 87 67 2533 2512 2492 2472 40 2432 46
is_linear=0
shrinkage=0.1


Tree=2690
num_leaves=31
num_cat=0
split_feature=132 1185 1203 402 1212 1211 1212 1211 133 4 16 52 1 403 16 133 132 129 402 402 133 105 34 30 97 9 9 3 130 2
split_gain=4.34736e-05 0.000263133 0.000176288 3.68619e-05 7.32952e-05 3.9796e-05 0.000114541 6.23439e-05 4.38684e-05 0.000101886 0.000129307 0.000240659 0.000125845 0.000139283 0.000153186 5.80126e-05 5.22548e-05 0.000129944 0.000174371 7.13237e-05 0.000164281 6.27561e-05 8.51403e-05 0.000383188 0.000133197 0.000112153 6.57043e-05 4.90355e-05 4.85444e-05 6.44511e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.31278000000000006 0.15049500000000002 0.11671000000000002 0.11006000000000002 0.12463 -0.14032999999999998 0.11275500000000001 -0.094359999999999986 0.091275000000000009 0.085760000000000017 0.047855000000000002 -0.066924999999999985 -0.14868999999999996 0.11031000000000001 0.080675000000000011 -0.092954999999999996 -0.45015499999999992 0.50628500000000021 1.0000000180025095e-35 -0.057544999999999992 0.085875000000000021 -0.084639999999999979 0.091905000000000014 0.082870000000000013 -0.010424999999999999 -0.23123999999999997 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 8 -7 9 10 11 -3 13 14 -12 -15 19 18 -18 -10 21 22 23 -21 -25 26 28 -26 -24 -30
right_child=1 3 -4 -5 -6 7 -8 -9 16 -11 12 -13 -14 15 -16 -17 17 -19 -20 20 -22 -23 25 24 27 -27 -28 -29 29 -31
leaf_value=-9.4906714646360619e-06 0.00035596072418792621 0.00034386283920244561 -0.00028212976413434027 0.00013269712092421417 -0.00018641194550409205 -0.00020816599853392488 0.00018786924801216548 1.7852770319083133e-05 -0.00015676625086099753 -0.00011836824291315156 -0.00037890849722316489 -8.4693671669811021e-05 0.00019104856417529405 -1.773179387068272e-05 1.2481115281843816e-05 0.0001925063661820743 2.4401661128075306e-05 -9.2879651049315726e-05 0.00037325774069556602 0.00047558708909491544 0.00026790323423814369 -0.00017100157900764001 0.00014387461093671544 -0.00023274597081018286 -3.2456516419188122e-05 -0.00017895132694224902 0.00016244238049694106 0.00018898305454058574 -7.1716957806802969e-06 -0.00017919297166703145
leaf_weight=195 21 38 27 21 21 23 33 26 31 33 20 20 31 35 20 21 38 32 23 20 22 23 21 21 20 38 23 20 2182 22
leaf_count=195 21 38 27 21 21 23 33 26 31 33 20 20 31 35 20 21 38 32 23 20 22 23 21 21 20 38 23 20 2182 22
internal_value=0 3.26602e-06 -4.26495e-05 6.92497e-07 -2.77786e-07 1.1005e-06 2.67121e-06 -8.82377e-05 4.52061e-07 4.34988e-05 7.23724e-05 0.000196085 1.58738e-05 -4.0693e-05 -0.000183214 6.11075e-05 -3.24833e-06 7.0323e-05 0.000155938 -6.04904e-06 -4.11196e-06 -6.61587e-06 -5.01854e-06 9.57359e-05 -2.88055e-05 -8.58858e-06 -5.70878e-06 7.82633e-05 -7.44697e-06 -8.88879e-06
internal_weight=0 2899 222 2878 2857 2836 2787 49 2754 218 185 58 127 96 40 56 2536 93 61 2443 2412 2390 2367 81 61 2286 2248 40 2225 2204
internal_count=3121 2899 222 2878 2857 2836 2787 49 2754 218 185 58 127 96 40 56 2536 93 61 2443 2412 2390 2367 81 61 2286 2248 40 2225 2204
is_linear=0
shrinkage=0.1


Tree=2691
num_leaves=31
num_cat=0
split_feature=1184 43 400 130 130 1186 400 1204 1185 390 1186 367 12 130 130 1211 1211 400 1212 402 15 401 402 1212 12 133 403 403 160 402
split_gain=3.76758e-05 0.000105072 5.80341e-05 0.000185284 0.000169814 0.000112831 0.000111997 9.83488e-05 4.63028e-05 4.95569e-05 6.77789e-05 3.83252e-05 7.99507e-05 0.000138667 4.93826e-05 3.99324e-05 0.000152147 5.22398e-05 6.07224e-05 0.000118405 0.000207452 8.47623e-05 0.000374743 6.42556e-05 0.000199428 0.000184085 0.000300021 0.000154062 0.000106521 4.74673e-05
threshold=0.081725000000000006 -0.011694999999999999 -0.08262499999999999 0.087820000000000023 0.0062100000000000011 -0.065584999999999991 -0.081639999999999976 -0.078604999999999994 -0.083264999999999992 0.089375000000000024 0.090275000000000008 -0.0098099999999999975 0.23631000000000002 -0.22461999999999996 -0.098119999999999985 0.12711000000000003 0.11716500000000001 -0.064794999999999978 0.11796000000000001 -0.45454999999999995 0.09006500000000002 -0.06959499999999999 -0.41103999999999991 0.087615000000000012 0.084595000000000017 -0.0081349999999999981 -0.083919999999999981 -0.083444999999999991 -0.57146499999999989 -0.019914999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -4 -7 -8 10 11 -10 13 -13 -15 16 17 -16 19 20 -19 -21 -23 28 -25 26 -26 -27 -24 -30
right_child=1 -3 6 -5 -6 7 8 -9 9 -11 -12 12 -14 14 15 -17 -18 18 -20 21 -22 22 23 24 25 27 -28 -29 29 -31
leaf_value=0.00025691795184684451 8.0002299800980832e-05 -0.00022751164156943561 -0.00023155383512078387 -0.00016111371078295634 0.00036557513491667731 -0.00019553344376618045 0.00015184438496362418 9.2716052551685576e-05 0.00011152790636212255 -0.00013827465807900389 0.00017940457862226011 0.0002439242115107608 -0.00019198812164673159 -0.00013720960515220887 0.00014467084984062239 -0.00012465720193666552 0.00026799298606679906 -4.7104040938641198e-05 -0.00013252362380929603 0.00016267684729731022 0.00039789282949641346 -0.0004270989583649983 0.00021983167733362116 -0.0003455493561804443 0.00032682036883973828 -0.00032033156840717081 -0.00011678757641235397 2.4174714359105567e-05 5.7560485382474818e-05 -4.5652676763678302e-06
leaf_weight=20 20 25 21 27 24 20 20 29 30 26 21 23 22 27 24 26 21 22 36 30 20 21 22 22 30 27 31 25 130 2279
leaf_count=20 20 25 21 27 24 20 20 29 30 26 21 23 22 27 24 26 21 22 36 30 20 21 22 22 30 27 31 25 130 2279
internal_value=0 -9.08388e-05 1.32892e-06 6.95016e-05 0.000136454 5.67602e-05 -1.43858e-06 -2.49368e-05 2.07901e-07 -8.32486e-07 4.04446e-07 -9.06225e-07 -2.09475e-06 -6.11204e-07 -2.62492e-06 -1.31119e-06 -1.40752e-07 -2.21166e-06 -3.51971e-06 -1.77313e-06 0.000164799 -4.44644e-06 -6.38448e-06 -2.94137e-06 -7.00924e-05 -1.64636e-05 0.00010138 -0.000154704 7.87707e-07 -1.21269e-06
internal_weight=0 45 3076 120 93 69 2956 49 2935 2915 2889 2868 2838 2816 2793 2766 2740 2719 2695 2659 42 2617 2587 2566 135 113 61 52 2431 2409
internal_count=3121 45 3076 120 93 69 2956 49 2935 2915 2889 2868 2838 2816 2793 2766 2740 2719 2695 2659 42 2617 2587 2566 135 113 61 52 2431 2409
is_linear=0
shrinkage=0.1


Tree=2692
num_leaves=31
num_cat=0
split_feature=130 12 132 15 1185 50 47 132 4 403 3 1213 131 131 40 0 39 3 39 39 97 374 123 124 123 123 39 13 10 4
split_gain=4.45566e-05 0.000107646 3.50453e-05 0.000945316 0.000566008 0.000216171 4.76163e-05 7.65556e-05 0.000100637 0.000127667 4.63423e-05 7.57757e-05 3.73821e-05 4.32572e-05 3.6762e-05 9.23397e-05 5.44246e-05 5.33111e-05 4.39357e-05 5.1526e-05 3.84514e-05 0.000127797 9.23122e-05 7.16761e-05 6.94213e-05 9.30202e-05 9.22364e-05 0.000115173 7.93751e-05 0.000363838
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.09227500000000001 0.085770000000000027 -0.41094499999999995 0.071150000000000005 -0.0064299999999999991 -0.089519999999999988 0.087020000000000014 0.13602500000000003 0.12681500000000004 0.10214500000000001 -0.09515499999999999 0.10940500000000002 -0.011549999999999998 0.10308000000000002 0.096775000000000014 -0.086464999999999986 0.08987500000000001 0.089155000000000012 -0.072314999999999977 0.087590000000000015 0.08592000000000001 0.084020000000000011 -0.014169999999999999 -0.010699999999999999 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 -2 9 10 -9 -12 13 14 16 -16 18 -18 19 20 -6 22 24 -24 25 26 28 -28 29 -22
right_child=1 -3 4 -5 12 -7 -8 8 -10 -11 11 -13 -14 -15 15 -17 17 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00014878008878440598 0.00019677316453122664 0.00022137444558955558 -0.00050883700413661167 0.00060399337834006971 -0.00013528395557798269 -0.00031266698939725755 -0.00012190873948987667 0.000106296218582429 -0.00020498602229747037 0.00024847752250603994 -0.00015539566666120664 8.6198555436567403e-05 0.00010305697414358811 -0.00014747421359061265 7.062521326588467e-05 -0.00021765548468101771 6.0541056445799778e-06 0.00021701179654843618 -0.00014795355324167758 0.00014667967807326934 -0.00036591616006827004 0.00025238834670744838 -0.00027066953105293667 -4.6929697685603366e-05 0.00018273751761409501 -0.00019576812822682166 0.00030608930267755408 2.2466157111566424e-05 1.752474675509843e-06 0.00013945851047278017
leaf_weight=20 22 22 22 26 21 25 26 20 21 22 37 20 35 20 20 25 25 23 20 24 29 20 21 45 21 24 22 41 2374 28
leaf_count=20 22 22 22 26 21 25 26 20 21 22 37 20 35 20 20 25 25 23 20 24 29 20 21 45 21 24 22 41 2374 28
internal_value=0 9.59558e-07 -6.15346e-07 3.79388e-05 -3.56757e-06 -3.83173e-05 2.50855e-06 2.52892e-05 -6.14954e-06 3.60279e-05 -2.4672e-05 -7.06258e-05 3.49251e-07 -9.33222e-07 1.19894e-07 -8.95307e-05 1.59333e-06 0.000107138 -2.89991e-07 8.16103e-07 -5.06923e-07 5.71293e-07 -1.36204e-06 -0.00011812 1.67301e-06 1.62941e-07 2.0484e-06 0.000121509 -1.04745e-06 -0.000117662
internal_weight=0 3101 3079 219 2860 193 168 142 120 99 77 57 2838 2803 2783 45 2738 48 2690 2670 2646 2625 2605 66 2539 2518 2494 63 2431 57
internal_count=3121 3101 3079 219 2860 193 168 142 120 99 77 57 2838 2803 2783 45 2738 48 2690 2670 2646 2625 2605 66 2539 2518 2494 63 2431 57
is_linear=0
shrinkage=0.1


Tree=2693
num_leaves=31
num_cat=0
split_feature=132 394 1203 130 130 0 403 2 12 1208 403 403 403 402 403 1 401 1212 3 1213 2 129 15 43 393 3 403 403 403 1212
split_gain=3.85231e-05 0.000232391 0.000218233 4.05719e-05 7.86897e-05 0.00014652 4.74309e-05 0.000230099 0.000409819 0.000133443 0.000239008 0.000229106 5.43474e-05 0.000204348 4.76448e-05 6.97191e-05 4.89668e-05 4.3383e-05 0.000135043 8.94273e-05 0.000216211 5.3258e-05 0.00013743 9.28647e-05 5.48534e-05 5.31699e-05 5.30268e-05 7.70973e-05 8.92265e-05 7.64008e-05
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.22699999999999995 -0.093639999999999987 -0.084804999999999978 -0.54448499999999989 0.089885000000000007 0.09141500000000001 0.10233500000000001 -0.52641999999999989 -0.52800499999999995 -0.41825499999999993 -0.45015499999999992 -0.15148499999999998 0.084165000000000004 0.13699500000000003 0.13183500000000004 -0.078244999999999995 0.060985000000000004 0.085345000000000018 0.10311000000000002 0.087485000000000021 -0.027014999999999997 -0.089394999999999988 -0.077104999999999993 -0.092894999999999991 -0.08670499999999999 -0.085284999999999986 0.087110000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -5 7 8 -6 11 -11 -8 13 -13 15 -14 17 19 -19 21 -21 24 23 -23 -16 -22 -26 -28 -29 -30
right_child=1 -3 -4 4 6 -7 9 -9 -10 10 -12 12 14 -15 16 -17 -18 18 -20 20 25 22 -24 -25 26 -27 27 28 29 -31
leaf_value=-8.6351351661292314e-06 -0.00013172594685981851 0.00032680793024569127 -0.000355407173774438 -4.5321818500572897e-05 6.4839091268368074e-05 0.00033287281927186997 -0.00029090487309817777 0.00019076691325088698 -0.00053439341860385392 0.00041632920876422548 -6.6700249881250791e-05 -0.00012647024786565454 -0.00014484508705209012 0.00024362238876386293 -0.00015099395159631968 7.6069712631579025e-05 0.00015044367305976764 7.913355615788273e-05 -0.00027949263825402819 0.0003573777406321218 -7.2119508479010774e-05 4.737538300105371e-05 -0.00011616790919409444 0.00035211253940360622 0.00010085122930646248 0.00011899399347991374 -0.00015602728367825462 0.00020821730413445039 -4.9986028821810708e-07 -0.00010385010170414324
leaf_weight=196 23 22 20 21 25 20 27 21 21 21 20 25 50 37 25 20 22 21 21 24 37 20 21 20 49 24 33 20 2141 74
leaf_count=196 23 22 20 21 25 20 27 21 21 21 20 25 50 37 25 20 22 21 21 24 37 20 21 20 49 24 33 20 2141 74
internal_value=0 3.02948e-06 -4.07437e-05 5.58745e-07 1.62257e-06 0.000139163 -3.77843e-07 -8.35101e-05 -0.000208724 1.64609e-06 0.000180705 -1.06192e-06 1.85379e-06 9.43915e-05 -3.34367e-07 -8.17266e-05 1.89818e-06 6.06478e-07 -0.00010018 2.30785e-06 0.000103112 -1.25783e-06 9.09874e-05 0.000199744 -3.66046e-06 3.07269e-06 -2.07076e-06 -4.29438e-06 -2.05403e-06 -3.95264e-06
internal_weight=0 2905 216 2883 2860 41 2819 67 46 2752 41 2711 2684 62 2622 70 2552 2530 42 2488 85 2403 61 40 2342 61 2317 2268 2235 2215
internal_count=3121 2905 216 2883 2860 41 2819 67 46 2752 41 2711 2684 62 2622 70 2552 2530 42 2488 85 2403 61 40 2342 61 2317 2268 2235 2215
is_linear=0
shrinkage=0.1


Tree=2694
num_leaves=31
num_cat=0
split_feature=400 399 130 15 43 400 1185 33 9 16 0 120 40 475 475 49 4 0 1429 51 12 156 12 12 12 0 12 475 156 12
split_gain=3.65294e-05 0.000184317 9.9051e-05 0.00013362 0.000144391 8.57825e-05 6.37601e-05 3.33095e-05 5.81053e-05 0.000548568 0.000257872 3.62105e-05 8.30147e-05 3.71653e-05 0.000174336 0.000305804 0.000293075 0.000524256 0.000121168 0.000124598 0.0001035 7.16248e-05 6.48889e-05 0.000557937 0.000227163 0.000294951 0.000218338 0.000189205 0.000446608 0.000286376
threshold=-0.08262499999999999 0.090145000000000017 0.087820000000000023 0.084905000000000022 -0.0095349999999999983 -0.081639999999999976 -0.083264999999999992 -0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.062294999999999996 0.093680000000000013 -0.24134999999999998 -0.083344999999999989 -0.085774999999999976 0.093350000000000002 -0.0086549999999999978 -0.085544999999999982 0.093705000000000024 -0.12463499999999998 0.084535000000000013 0.088175000000000017 0.086420000000000011 0.086700000000000013 0.085785000000000014 -0.087319999999999995 0.086095000000000019 -0.011519999999999997 0.08956500000000002 0.085440000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -7 -8 11 10 -10 12 -9 14 15 18 17 -16 19 -14 -19 -21 24 -24 27 -26 -27 28 -15 -29
right_child=5 -3 -4 -5 -6 6 7 8 9 -11 -12 -13 13 22 16 -17 -18 20 -20 21 -22 -23 23 -25 25 26 -28 29 -30 -31
leaf_value=0.00026645258133482585 -0.00020367317158074698 0.00033111537642980691 -0.00018866199825424702 -0.00011599932167882798 -5.6089769465040232e-05 0.00017709869192913177 -0.00010516735450026668 0.00019607727410316116 -0.0003708171387552284 0.00052497816959657946 0.00013091178379476159 -0.00012799026609054239 -0.00017841919852799038 -0.00054511705873830417 0.00064285218579006266 -0.00035034792317310349 -0.00013213693870326368 0.00020916566791129299 0.00025688281486509369 4.4012080512142606e-08 -0.00010869600480960106 0.00020344841860882616 0.0003850321060637821 -3.3523087755545121e-06 0.00011165787329359556 -0.00056003262624195165 -0.00013310823135543614 -1.3428972144822027e-05 -1.5962217542531515e-05 0.00024487025030086646
leaf_weight=35 21 20 22 32 23 20 31 21 20 20 21 23 32 22 23 25 27 20 20 70 21 23 38 1389 21 23 25 930 58 45
leaf_count=35 21 20 22 32 23 20 31 21 20 20 21 23 32 22 23 25 27 20 20 70 21 23 38 1389 21 23 25 930 58 45
internal_value=0 5.14814e-05 1.54673e-06 4.80422e-05 0.000138548 -2.27352e-06 -8.48519e-07 -2.05576e-06 -9.59956e-07 9.56126e-05 -0.000113834 -3.0226e-06 -2.00804e-06 -3.48734e-06 3.24542e-05 -2.73415e-05 0.00014416 0.000260723 2.83492e-05 -8.21616e-06 4.63585e-05 5.03483e-05 -7.16462e-06 6.99009e-06 -2.51351e-05 -0.000200922 -0.000337676 -1.36381e-05 -0.00016148 -1.50747e-06
internal_weight=0 132 112 90 58 2989 2968 2948 2917 61 41 2856 2833 2812 261 170 91 64 145 125 41 93 2551 1427 1124 69 48 1055 80 975
internal_count=3121 132 112 90 58 2989 2968 2948 2917 61 41 2856 2833 2812 261 170 91 64 145 125 41 93 2551 1427 1124 69 48 1055 80 975
is_linear=0
shrinkage=0.1


Tree=2695
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 16 399 1213 132 133 13 484 2 15 39 133 42 51 52 1447 133 1447 1447 12 481 1455 484 150 150 1375 16
split_gain=3.70854e-05 0.000968655 0.00052874 0.00019665 4.51343e-05 6.32505e-05 4.22196e-05 8.62518e-05 7.66851e-05 3.96336e-05 3.86589e-05 0.000304855 0.000303453 0.000269718 0.00018884 0.000120055 9.05917e-05 7.75899e-05 7.5284e-05 0.00038831 0.000387139 0.00025861 0.000147735 0.000298195 8.15003e-05 7.34233e-05 0.000444457 0.000277949 0.000209144 0.000789478
threshold=-0.083284999999999984 0.089480000000000018 0.11233000000000001 0.10022000000000002 -0.12029499999999999 0.092445000000000013 -0.076559999999999975 -0.44750499999999993 -0.14717499999999997 -0.0087749999999999981 0.10126500000000001 0.11474000000000002 -0.56020999999999987 0.15619500000000003 0.090445000000000011 0.08623500000000002 1.0000000180025095e-35 0.11989500000000002 -0.086279999999999982 0.086990000000000012 -0.085684999999999997 -0.084549999999999986 0.083715000000000026 -0.081334999999999977 -0.092609999999999984 0.086135000000000017 0.10874500000000002 0.093200000000000019 -0.15308499999999997 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 -1 6 -6 -8 -9 -10 12 14 -2 18 15 16 -12 -17 19 22 -20 -22 -14 -24 -23 28 27 -27 29 -26
right_child=2 -3 -4 -5 5 -7 7 8 9 -11 11 -13 13 -15 -16 17 -18 -19 20 -21 21 24 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.00014227862914898044 0.00031975078709668502 0.00068546210563259335 -0.00049137408018395945 -0.00032612115290930888 0.0001525053320801817 -0.00013454616622338484 -0.00018185626646630807 0.00019593562518939903 4.2428010508317402e-05 -0.00012957476414850958 -0.00026036135395494941 -0.00038371414936947356 -0.00019250985606049655 -0.00036592271948393323 0.0002220916352371205 0.00020430718494545937 5.328174613948379e-06 -6.7529499868951038e-05 0.00043345471363170961 -0.00043203131996657861 -0.00032438191827471505 0.00018156463948588891 0.0004135999660190594 -8.8834737132654283e-05 0.0002144049857055176 7.9292934320359821e-05 0.00051038581703323873 -0.00031999309576349335 3.7788802252902355e-06 -0.00062351214114839777
leaf_weight=21 30 21 22 20 20 34 22 23 37 21 33 23 20 20 32 21 21 21 21 24 24 26 21 27 22 84 20 22 2345 23
leaf_count=21 30 21 22 20 20 34 22 23 37 21 33 23 20 20 32 21 21 21 21 24 24 26 21 27 22 84 20 22 2345 23
internal_value=0 3.96809e-05 -2.99452e-06 -2.8811e-05 4.59458e-06 -1.38218e-05 1.95492e-05 -6.2675e-06 4.14233e-05 -1.98489e-05 7.36156e-07 -4.85178e-05 3.46146e-06 -5.41678e-08 1.17127e-05 -5.84136e-05 -0.000157038 6.83888e-05 2.67721e-06 -8.62162e-05 5.83848e-06 2.33889e-06 3.58362e-05 0.00013098 5.42359e-06 3.60337e-06 7.80038e-05 -3.57775e-06 -3.18994e-07 -0.000213864
internal_weight=0 219 2902 198 178 157 123 103 81 58 2880 151 2729 2699 128 96 54 42 2679 92 2587 2566 68 48 2542 2516 126 106 2390 45
internal_count=3121 219 2902 198 178 157 123 103 81 58 2880 151 2729 2699 128 96 54 42 2679 92 2587 2566 68 48 2542 2516 126 106 2390 45
is_linear=0
shrinkage=0.1


Tree=2696
num_leaves=31
num_cat=0
split_feature=1204 132 15 132 1186 133 43 0 12 12 13 52 484 484 1453 1 2 43 1453 16 1453 1455 158 13 480 481 1447 403 158 1
split_gain=4.74863e-05 6.21212e-05 0.00120232 0.000523138 0.000157271 4.47746e-05 5.82225e-05 4.13428e-05 4.82371e-05 8.68201e-05 5.37816e-05 5.02309e-05 3.48686e-05 0.000118367 6.8312e-05 6.54177e-05 0.000117542 6.52191e-05 5.75469e-05 0.000151942 0.000106255 8.96913e-05 0.000153549 0.000134772 7.89182e-05 7.46956e-05 0.000199804 0.000150121 7.46387e-05 7.39762e-05
threshold=0.057120000000000011 -0.083284999999999984 0.091915000000000011 -0.066044999999999979 1.0000000180025095e-35 -0.50375999999999987 0.27194500000000005 -0.09515499999999999 0.11418000000000002 0.090695000000000012 -0.015039999999999998 0.085815000000000016 -0.23687999999999995 -0.30259499999999995 -0.085794999999999982 0.084785000000000013 0.09358000000000001 0.27194500000000005 -0.079499999999999987 -0.018494999999999998 -0.076539999999999983 -0.24112999999999998 0.11245500000000001 -0.073839999999999975 -0.080264999999999989 -0.087424999999999989 -0.072479999999999989 -0.55327499999999985 0.10812500000000001 0.16540500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 7 6 -5 -1 9 10 -9 -12 13 15 -14 16 -7 18 19 -16 -20 -22 24 -24 -23 26 -26 -27 29 -29
right_child=-2 3 -4 5 -6 12 -8 8 -10 -11 11 -13 14 -15 17 -17 -18 -19 20 -21 21 22 23 -25 25 27 -28 28 -30 -31
leaf_value=9.7699527517155121e-05 -0.000132043114475285 -0.00049988975848204323 0.00075261305305916314 -1.8007631613569256e-05 -0.00028772888416867882 -0.00019610825278003428 0.00020245349721517412 -0.00018338703957851977 -0.00014510053621891601 0.00018296023018509995 -6.4136137017547818e-05 0.00013452728904667311 -0.00013758838389106597 0.00026230202407036398 -7.9135213454719646e-05 0.00014008516425912437 0.00011901572175702312 -0.00018068999343086035 -0.00021526152393008767 0.00030599440603206558 0.00017253154044738039 0.0001906595470658927 -0.00035980926378132691 -3.1582617144710542e-05 -0.00032635640254011379 0.00022184005009025459 3.9597857461115851e-05 -3.0491550741988408e-06 0.00017965458988012121 0.00018117333840398883
leaf_weight=36 27 21 22 23 21 29 25 20 26 22 35 20 37 22 20 22 20 20 23 21 30 22 22 29 25 31 37 2368 23 22
leaf_count=36 27 21 22 23 21 29 25 20 26 22 35 20 37 22 20 22 20 20 23 21 30 22 22 29 25 31 37 2368 23 22
internal_value=0 1.15228e-06 5.47669e-05 -2.59259e-06 -3.05254e-05 1.04491e-06 9.68159e-05 3.44487e-06 -2.41419e-05 8.28005e-06 -4.29595e-05 8.10511e-06 -5.83505e-07 5.96311e-05 -2.63477e-06 -3.16833e-06 -6.74862e-05 -7.80601e-07 5.65523e-07 0.000118126 -1.26578e-06 6.20728e-07 -1.37901e-06 -0.000173171 2.08672e-06 4.31254e-07 -0.000107964 3.18106e-06 3.71931e-07 -1.35338e-06
internal_weight=0 3094 202 2892 180 2871 48 159 123 97 75 55 2823 93 2730 71 49 2693 2673 41 2632 2609 2579 51 2528 2506 62 2444 2413 2390
internal_count=3121 3094 202 2892 180 2871 48 159 123 97 75 55 2823 93 2730 71 49 2693 2673 41 2632 2609 2579 51 2528 2506 62 2444 2413 2390
is_linear=0
shrinkage=0.1


Tree=2697
num_leaves=31
num_cat=0
split_feature=132 1203 394 15 129 131 0 15 15 130 376 1452 1452 1453 484 12 484 475 150 484 484 3 159 12 160 1455 1455 158 1456 1455
split_gain=4.24569e-05 0.000262563 0.000254029 6.11603e-05 3.58686e-05 3.53676e-05 3.40528e-05 9.1052e-05 5.70468e-05 3.52228e-05 3.4043e-05 3.44128e-05 5.8001e-05 9.02803e-05 6.13795e-05 9.59538e-05 4.62258e-05 0.00035972 0.000292082 0.000261595 0.000182016 0.000386486 0.000324729 0.000218152 9.02792e-05 7.84458e-05 0.000232226 9.74245e-05 0.000104345 0.000130261
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 0.092400000000000024 -0.082959999999999992 0.13602500000000003 -0.073309999999999986 -0.23032499999999997 -0.099734999999999976 0.087230000000000016 0.11690000000000002 0.11769000000000002 0.09921000000000002 0.08154500000000002 0.17417500000000002 0.087145000000000014 0.086135000000000017 -0.085734999999999992 0.10699000000000002 0.085655000000000023 0.090535000000000018 -0.082284999999999983 0.11084000000000001 0.088045000000000012 -0.11201999999999999 0.098910000000000012 0.090900000000000022 -0.40433999999999992 -0.090954999999999994 -0.079434999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 -2 10 7 -1 -9 -10 11 12 13 14 16 -16 19 -18 20 25 21 -19 23 24 -22 26 27 -6 -29 -30
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leaf_weight=21 26 20 22 23 25 35 25 20 79 28 20 28 36 29 24 23 23 26 23 20 64 24 27 28 23 39 27 30 25 2258
leaf_count=21 26 20 22 23 25 35 25 20 79 28 20 28 36 29 24 23 23 26 23 20 64 24 27 28 23 39 27 30 25 2258
internal_value=0 -4.27734e-05 3.18039e-06 -7.55436e-06 5.97191e-07 -4.6687e-07 1.28136e-05 3.10481e-05 -8.46867e-07 2.8129e-05 -1.70596e-06 -2.63389e-06 -3.74729e-06 -2.08924e-06 -3.96801e-06 -0.00011725 -1.96791e-06 4.0087e-05 -1.23464e-07 -6.09706e-06 4.02175e-05 0.0002043 -1.75581e-05 5.57157e-05 -2.242e-05 -3.10069e-06 -7.80972e-07 -4.14841e-06 -6.27064e-06 -3.83589e-06
internal_weight=0 216 2905 196 2883 2857 173 148 127 107 2822 2802 2774 2738 2709 47 2662 238 215 2424 192 50 142 115 87 2404 2365 2338 2313 2283
internal_count=3121 216 2905 196 2883 2857 173 148 127 107 2822 2802 2774 2738 2709 47 2662 238 215 2424 192 50 142 115 87 2404 2365 2338 2313 2283
is_linear=0
shrinkage=0.1


Tree=2698
num_leaves=31
num_cat=0
split_feature=400 132 43 403 12 15 400 400 130 49 130 130 49 13 130 1209 13 1209 1209 484 130 1 484 160 42 483 474 1 474 482
split_gain=3.7193e-05 0.000480194 0.00188127 0.00120194 0.000207186 0.000192869 9.53659e-05 7.75405e-05 3.92741e-05 0.000194127 0.000313671 0.000193362 0.000157883 0.00010536 0.000144309 8.26531e-05 7.07041e-05 5.15585e-05 6.28583e-05 4.40919e-05 0.000403279 0.000191376 0.000149385 7.84217e-05 0.000147123 6.68386e-05 6.25733e-05 8.28915e-05 6.93473e-05 6.00347e-05
threshold=-0.082094999999999987 -0.083284999999999984 -0.011694999999999999 -0.075504999999999975 0.089300000000000004 0.084655000000000022 -0.077959999999999988 -0.064794999999999978 0.09364500000000002 0.11042000000000002 0.097765000000000005 0.091705000000000023 0.097685000000000008 0.021350000000000004 0.10797500000000002 -0.097919999999999993 -0.012549999999999997 -0.087714999999999987 -0.074484999999999982 0.10126500000000001 -0.23123999999999997 0.16540500000000002 0.10948000000000001 -0.077609999999999985 0.086555000000000007 1.0000000180025095e-35 0.10970500000000001 0.089475000000000013 0.10280500000000001 0.11614500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -4 -2 -8 11 10 -10 15 13 16 -15 -9 -12 -17 -19 20 -20 26 -21 24 -24 -25 28 -28 29 -22
right_child=6 3 5 -5 -6 -7 7 8 9 -11 12 -13 -14 14 -16 17 -18 18 19 22 21 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.0010567287547019078 -0.00021477501917009555 -6.3211509216300869e-05 7.7071891935316466e-05 -0.00077208701487896706 0.00034059884856105785 -0.00030517503515842362 0.0001780969277509333 -0.00019040172615938862 -0.00040853861878881268 0.00018635873091019071 -8.5699950407082536e-05 0.00031044025934534152 0.00022296461282253618 0.00020243082569019558 -0.00011242022084990971 0.00014291440707165748 -0.0003301027867564699 -0.00013852389866687273 0.00043980563114885061 -0.00028128254792439601 4.5401101595265937e-06 -0.00028128019491002 -7.8703440441232593e-05 -3.1917799788061531e-06 0.00021361546616500355 -0.00023919778953616821 7.5583199549538017e-06 -0.00025956241990483943 0.00016407305148378429 -0.00015124440242652782
leaf_weight=20 21 27 33 21 24 22 24 23 26 30 29 20 21 24 37 25 20 33 21 24 2355 24 36 28 33 21 26 21 27 25
leaf_count=20 21 27 33 21 24 22 24 23 26 30 29 20 21 24 37 25 20 33 21 24 2355 24 36 28 33 21 26 21 27 25
internal_value=0 4.91016e-05 0.000226188 -0.000135363 0.000126817 -7.58269e-05 -2.42702e-06 -9.16926e-07 -2.38375e-06 -4.67249e-05 -9.12631e-05 6.40241e-07 -2.82924e-05 -7.62597e-05 1.14556e-05 -1.63603e-06 -0.000185456 -2.74271e-08 -1.36383e-06 3.5002e-07 3.43006e-06 -2.68038e-07 -5.38544e-05 -7.59777e-06 6.11013e-05 -0.000104337 2.48025e-06 -0.000111793 4.7116e-06 2.90372e-06
internal_weight=0 147 75 72 51 55 2974 2953 2929 187 157 2742 131 110 61 2722 49 2699 2674 2641 2499 2478 142 118 69 49 2454 47 2407 2380
internal_count=3121 147 75 72 51 55 2974 2953 2929 187 157 2742 131 110 61 2722 49 2699 2674 2641 2499 2478 142 118 69 49 2454 47 2407 2380
is_linear=0
shrinkage=0.1


Tree=2699
num_leaves=31
num_cat=0
split_feature=130 10 2 40 40 40 39 1204 132 1186 394 43 50 1203 13 2 130 133 10 4 33 31 376 3 3 3 13 3 3 1
split_gain=5.31181e-05 0.000108401 0.000104544 6.8262e-05 7.62142e-05 0.000107937 7.56428e-05 4.69626e-05 5.06176e-05 0.00105562 0.000526763 0.00013652 5.53647e-05 5.71913e-05 8.05413e-05 0.000113613 0.000210019 5.34003e-05 4.92308e-05 0.000388171 0.000108899 5.1549e-05 5.92531e-05 7.14734e-05 0.000364135 0.000223216 0.000111122 0.000105316 0.000112604 0.000408176
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 -0.085734999999999992 -0.08440499999999998 0.093755000000000019 0.057120000000000011 -0.083284999999999984 0.0044650000000000011 0.10969000000000002 -0.011244999999999998 0.09227500000000001 0.084375000000000019 0.056795000000000005 0.10497000000000002 0.09364500000000002 -0.51151499999999983 -0.011559999999999999 0.053180000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.083489999999999981 -0.0049599999999999991 1.0000000180025095e-35 -0.0087149999999999988 -0.15416999999999995 -0.013929999999999998 -0.045649999999999989 0.10508500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 -5 8 9 11 17 -7 13 14 15 16 -13 -10 19 -19 -20 -22 -23 25 -25 26 -24 28 -28 -30
right_child=1 3 -4 4 5 7 -8 -9 10 -11 -12 12 -14 -15 -16 -17 -18 18 20 -21 21 22 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.00016244646016275513 6.7363969892972997e-06 -0.00018079018156554196 0.00032619626341329422 3.1587292398445504e-05 -0.00022801498056478089 -0.00022188126581265048 0.00027078797627837052 -0.0001317815188452153 0.00011872059193066026 0.00073855362439644533 -0.00050176482355233194 3.5355774525669406e-05 -0.00012109544953161207 0.00015965741127729416 0.00016900334303500132 0.00015381474579044153 -0.00037163329321802377 -0.00040074775291335147 0.00021801086762806058 0.0001214052191517112 -0.00013087013408949133 -0.00017047037577867742 -0.00018116384042862006 0.00043519538567951798 1.8081441656165204e-05 -0.00030248928954824809 2.6529349053752592e-06 0.00020936582131980686 -0.00046455885064421203 8.4219114654787889e-05
leaf_weight=20 21 21 20 39 21 30 20 27 38 20 21 32 26 30 22 20 21 24 23 35 30 20 34 22 430 25 1949 24 23 33
leaf_count=20 21 21 20 39 21 30 20 27 38 20 21 32 26 30 22 20 21 24 23 35 30 20 34 22 430 25 1949 24 23 33
internal_value=0 1.0477e-06 0.00016257 -1.1165e-06 1.25079e-07 -2.1032e-06 0.000112672 -4.9991e-07 7.09027e-07 4.91409e-05 -2.85553e-06 -2.70373e-05 1.16735e-05 3.92894e-05 1.27846e-06 -4.92688e-05 -0.000125904 1.01055e-06 -6.63466e-07 -9.0996e-05 1.37619e-06 -5.47594e-07 9.79623e-07 2.32962e-06 3.83834e-05 -5.47513e-06 -1.87583e-06 1.1285e-06 -1.36412e-06 -0.000141172
internal_weight=0 3101 41 3060 3039 2980 59 2959 2932 201 2731 181 151 125 95 73 53 2710 2672 59 2613 2590 2560 2540 452 2088 2063 2029 2005 56
internal_count=3121 3101 41 3060 3039 2980 59 2959 2932 201 2731 181 151 125 95 73 53 2710 2672 59 2613 2590 2560 2540 452 2088 2063 2029 2005 56
is_linear=0
shrinkage=0.1


Tree=2700
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 40 52 13 13 3 16 52 42 33 9 2 15 4 11 9 16 52 4 4 16 16 160 47 12 133 133
split_gain=5.19437e-05 0.00024266 0.00017778 4.36985e-05 9.41251e-05 3.86842e-05 7.83619e-05 5.04318e-05 5.28875e-05 5.27518e-05 5.48412e-05 6.08054e-05 3.82903e-05 4.70583e-05 0.000114104 3.93768e-05 4.55128e-05 6.14514e-05 5.00627e-05 4.03948e-05 0.000129296 0.000119106 0.000213774 0.00010601 8.46977e-05 0.000230086 0.00020174 0.000155978 0.000118793 0.000136566
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23647499999999996 -0.23755499999999996 0.10347000000000002 0.056795000000000005 -0.0087749999999999981 -0.084854999999999986 -0.090054999999999982 0.087435000000000013 -0.0093649999999999983 -0.009184999999999997 0.088235000000000022 -0.15339499999999998 -0.56020999999999987 0.6227450000000001 -1.0000000180025095e-35 -0.092544999999999975 -0.11118499999999999 -0.07278999999999998 -0.083644999999999983 -0.0086549999999999978 -0.101115 -0.29154999999999992 -0.012569999999999998 0.096850000000000006 0.087995000000000004 0.10722500000000001 0.092470000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 -5 6 7 9 -9 -1 11 -11 -6 15 -15 -14 17 -17 -19 20 -20 -22 -23 -21 28 27 -27 -26 29 -24
right_child=1 3 -4 4 12 -7 -8 8 -10 10 -12 -13 13 14 -16 16 -18 18 19 23 21 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=-8.871505269780755e-05 0.00034226664242201617 -0.00014620183239458129 -0.00028711121796934298 0.00018795680974748125 -0.00011017086029413247 -0.00012209550651342787 0.00017631739281806285 -8.6786279805690152e-06 -0.00021503393414288598 0.00025195655061080208 -6.5310415375279267e-05 1.6844633236442777e-05 -0.00013350243336224761 -2.4437585869401865e-05 0.00026957343857661313 -0.00017074117391270452 0.00014407206545001829 0.00015478471787424672 0.00021050143176663287 0.00018625787733768108 0.00013971723796982717 -0.00036327992593647825 -3.3660562010237386e-06 2.8926575779986294e-06 0.00017016299359966071 -0.00037067064067076256 1.6724651832191739e-05 -0.00014057441005813114 0.00021762027066539637 -0.00027543386535398899
leaf_weight=30 21 20 27 27 31 28 23 27 23 22 20 22 22 33 22 21 22 21 22 32 35 21 238 2143 35 41 20 30 22 20
leaf_count=30 21 20 27 27 31 28 23 27 23 22 20 22 22 33 22 21 22 21 22 32 35 21 238 2143 35 41 20 30 22 20
internal_value=0 3.57003e-06 -4.66194e-05 1.09865e-06 2.12944e-06 -1.33206e-05 4.91714e-06 -2.24593e-05 -0.000103602 2.07018e-05 7.19909e-05 0.000134401 3.57158e-07 1.58086e-06 9.31668e-05 -2.54194e-07 8.22361e-07 -3.44426e-07 9.90772e-07 -2.23847e-07 -2.63521e-05 -3.76309e-05 -5.21676e-05 5.59044e-06 -3.60756e-05 -0.000104163 -0.000243656 2.67457e-05 -5.43626e-06 -2.44566e-05
internal_weight=0 2899 222 2878 2858 195 167 144 50 94 64 44 2831 2800 55 2745 2723 2701 2680 2659 484 462 427 2175 406 126 61 65 280 258
internal_count=3121 2899 222 2878 2858 195 167 144 50 94 64 44 2831 2800 55 2745 2723 2701 2680 2659 484 462 427 2175 406 126 61 65 280 258
is_linear=0
shrinkage=0.1


Tree=2701
num_leaves=31
num_cat=0
split_feature=132 394 15 1186 42 403 13 2 2 0 130 130 1186 391 130 130 1185 133 33 34 9 14 16 158 1 9 9 158 483 483
split_gain=4.20744e-05 0.000226669 0.000169722 4.13362e-05 4.45679e-05 9.12781e-05 6.02484e-05 5.52419e-05 0.000126898 6.01941e-05 3.96673e-05 9.16412e-05 4.51645e-05 4.5646e-05 8.03042e-05 0.000162708 9.36839e-05 6.65577e-05 4.37325e-05 5.55555e-05 8.54147e-05 5.16379e-05 0.000147323 0.00012128 8.18759e-05 7.96958e-05 0.00016895 5.755e-05 7.48864e-05 0.000145664
threshold=-0.083174999999999985 0.10969000000000002 0.091475000000000015 1.0000000180025095e-35 -0.021469999999999996 -0.087644999999999987 -0.041739999999999992 0.10252500000000002 0.089320000000000024 -0.082084999999999977 -0.22699999999999995 -0.093639999999999987 -0.089559999999999987 -0.086514999999999981 -0.0094199999999999978 -0.054004999999999991 0.082795000000000021 -0.080849999999999991 -0.044254999999999996 -0.097449999999999981 -0.090799999999999978 -0.31455999999999995 -0.07550999999999998 -0.47382999999999992 0.12958500000000003 0.092235000000000011 0.085355000000000014 -0.4686749999999999 0.10761000000000003 0.10083000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 7 -6 -7 8 9 -1 -2 -12 -13 -14 15 17 18 -15 -16 -20 -21 22 -22 -23 -24 26 27 -25 29 -29
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 11 12 13 14 16 -17 -18 -19 19 20 21 23 24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.00015468276604743941 -0.00013008785112027038 0.00031589460647766198 -0.00026315593917388471 -0.00013979986792297236 -7.2514372004661712e-05 4.8957701867700304e-05 0.00028876987285912035 -0.00017345981415763329 0.00020996405463930305 5.3571153029738721e-05 0.00016030608148867034 -0.000134070543339476 0.00014123377091575253 7.6898487205676839e-05 0.00014451366951107047 -0.00029832317808608491 0.0001631943019876619 -0.00012518239379590211 0.00014507587475236507 -0.00017876538029802896 0.00031415393794304697 -0.00024181474575362658 0.00011003257637867137 0.00015092108471435496 -0.00012412041251081974 0.00016151783396101867 -0.00028488695153057399 -1.66756173257055e-06 -0.00010202992630689147 0.00019835169950965792
leaf_weight=35 23 23 30 21 27 22 20 22 22 23 36 25 23 39 21 27 36 28 26 27 20 21 32 25 28 30 21 2279 72 37
leaf_count=35 23 23 30 21 27 22 20 22 22 23 36 25 23 39 21 27 36 28 26 27 20 21 32 25 28 30 21 2279 72 37
internal_value=0 3.21302e-06 -4.19575e-05 -7.39524e-06 8.86498e-06 7.09359e-05 0.000163154 -3.31242e-05 5.46811e-06 -7.20993e-05 7.12437e-07 1.76691e-06 -2.59151e-07 9.39017e-07 -2.26306e-07 -9.10723e-05 2.96604e-06 -7.55322e-06 7.80279e-07 -3.72663e-07 -1.83164e-06 3.08231e-08 7.91094e-05 -2.51497e-06 7.61182e-07 -4.75478e-07 -2.47211e-06 -1.42925e-08 -1.59444e-06 1.52791e-06
internal_weight=0 2899 222 192 171 69 42 102 80 58 2876 2853 2817 2792 2769 94 2675 67 2639 2618 2592 2565 80 2485 60 2464 2434 2413 2388 2316
internal_count=3121 2899 222 192 171 69 42 102 80 58 2876 2853 2817 2792 2769 94 2675 67 2639 2618 2592 2565 80 2485 60 2464 2434 2413 2388 2316
is_linear=0
shrinkage=0.1


Tree=2702
num_leaves=31
num_cat=0
split_feature=1186 1186 2 403 129 394 130 33 120 40 4 34 9 4 3 9 12 12 403 12 12 133 1212 16 12 49 42 4 12 12
split_gain=3.59187e-05 0.000269202 0.000233916 9.57104e-05 5.49305e-05 7.0861e-05 4.20397e-05 3.6278e-05 4.70269e-05 0.0001365 0.000101535 4.62474e-05 6.76012e-05 4.61487e-05 5.07335e-05 4.91383e-05 4.01957e-05 0.000369997 0.000176351 0.00120533 0.000135609 0.000208296 0.000125707 0.000485907 0.000262112 0.000495982 0.000572805 0.000746295 0.000293073 0.000249593
threshold=0.062435000000000011 1.0000000180025095e-35 0.084055000000000005 0.092070000000000013 -0.077709999999999987 -0.10421499999999999 -0.081379999999999994 -0.044254999999999996 1.0000000180025095e-35 -0.24134999999999998 0.076415000000000025 -0.097449999999999981 -0.090799999999999978 0.62736500000000006 0.32202000000000003 0.091905000000000014 0.086420000000000011 0.086700000000000013 -0.23730999999999999 0.083985000000000018 0.087215000000000015 -0.0077049999999999992 -0.055019999999999993 -0.088159999999999988 0.08493500000000001 0.08610000000000001 0.084895000000000012 -0.079329999999999984 0.085355000000000014 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 6 -1 -6 -4 -7 9 -9 -10 -11 -13 15 -15 16 18 -18 19 -14 21 -19 23 -20 29 26 27 -26 -28 -24
right_child=2 -3 3 -5 5 7 -8 8 10 11 -12 12 13 14 -16 -17 17 20 22 -21 -22 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.00015791888647733934 -0.00033112858720111643 0.00036761536364792851 5.3411743341712281e-05 0.00020859431325724083 0.00015107868706059713 0.0001300623025079923 -0.00012217057102437444 0.00025368857258442965 5.306537217620644e-05 0.00013056827906089336 -0.00026176442236950005 -0.00016088884009082837 0.00029378898120326503 -7.8745756763964904e-06 0.00021736650989623741 -0.00012473517175142962 0.00030145024093577549 0.00010735572058448189 0.00042815525985133722 -0.00077884266502223918 6.8687858912849096e-06 -0.0002724786449627053 -3.2880691791512937e-06 -0.00017839325859677049 -0.00019920185581819775 0.0001814486909652038 -0.00033388452575309205 -0.00092115892995414987 9.9114286435527288e-05 0.0002948086192943798
leaf_weight=22 24 20 25 21 31 21 30 21 20 26 21 27 22 20 20 33 42 22 28 20 1433 42 893 25 45 41 22 21 54 29
leaf_count=22 24 20 25 21 31 21 30 21 20 26 21 27 22 20 20 33 42 22 28 20 1433 42 893 25 45 41 22 21 54 29
internal_value=0 1.95181e-06 -5.89643e-05 2.69823e-05 -4.85133e-07 6.7752e-07 -4.23604e-05 -9.04039e-07 -1.84367e-06 -3.32873e-07 -0.000108189 -2.19481e-06 -3.41067e-06 -1.89862e-06 0.000104746 -3.4375e-06 -1.97608e-06 8.72099e-06 -1.56951e-05 -0.000216988 5.08145e-07 -0.000141911 -8.39429e-06 0.000142047 -1.56101e-05 -0.000124931 -0.000213392 -0.000428915 -2.62275e-05 6.08807e-06
internal_weight=0 3021 100 76 3001 2979 55 2948 2927 2886 41 2865 2839 2812 40 2772 2739 1539 1200 42 1497 64 1158 53 1105 183 142 66 76 922
internal_count=3121 3021 100 76 3001 2979 55 2948 2927 2886 41 2865 2839 2812 40 2772 2739 1539 1200 42 1497 64 1158 53 1105 183 142 66 76 922
is_linear=0
shrinkage=0.1


Tree=2703
num_leaves=31
num_cat=0
split_feature=12 130 33 132 393 15 12 9 4 15 1429 1429 151 1429 157 1420 1429 2 474 1429 157 12 1451 157 50 50 159 52 157 155
split_gain=3.91794e-05 0.000103281 3.86003e-05 3.63609e-05 0.000198388 0.000141159 4.19399e-05 0.000103196 0.000176754 9.33651e-05 3.87218e-05 0.00041165 0.00024958 0.000264336 0.000211232 9.0898e-05 8.55311e-05 0.000127348 0.000235926 0.00018655 0.000127132 0.000111854 8.14652e-05 8.00743e-05 5.50337e-05 9.36757e-05 5.58163e-05 5.33034e-05 0.000241548 0.000189445
threshold=0.23631000000000002 -0.22562499999999999 -0.012019999999999998 -0.083174999999999985 0.12069000000000002 0.091475000000000015 0.12757000000000002 0.091600000000000015 0.50194500000000009 0.14654000000000003 0.083985000000000018 0.083725000000000008 -0.54917999999999989 0.052280000000000007 -0.087184999999999985 -0.08341999999999998 0.084885000000000002 0.089885000000000007 0.085515000000000022 0.09011000000000001 -0.06482499999999998 0.095175000000000023 0.084085000000000007 -0.50331999999999988 0.13767000000000004 0.13060500000000003 -0.41538999999999998 -0.55061999999999989 -0.04831499999999999 0.11854500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -4 7 10 -9 -8 11 12 -5 15 -12 -14 -16 18 -18 -19 -21 -22 23 -17 25 27 -26 28 -25 -29
right_child=-2 2 3 4 -6 -7 9 8 -10 -11 14 -13 13 -15 16 22 17 19 -20 20 21 -23 -24 24 26 -27 -28 29 -30 -31
leaf_value=0.00020339775516185909 -0.00013003450858773051 -0.00011755836011226556 -7.0541301591712613e-06 0.00035226721534854734 0.00030967261326233196 -0.00024030304687281995 -0.00024897906308372816 0.00033762662378649115 -6.4895582836470568e-05 3.7037745933048427e-05 0.00035023986281885306 -0.00044418016637098932 0.00019895780890732094 -0.0003079215241768907 -0.00013018249855021067 -0.00019796161992417184 -5.3742368618259209e-05 -0.0002548041093784074 0.0003310067562886295 0.0001990507019923605 9.8840411307967525e-05 -0.0002200407638156321 -0.00016454565076855945 -0.00037215961063338912 2.0080650713117351e-06 0.00015482929089202804 -0.00023141708985349396 1.5372838958799372e-06 6.3486467614503849e-05 0.0002730724753816433
leaf_weight=25 23 28 192 20 21 30 21 24 20 25 20 21 23 28 36 20 30 27 34 33 22 22 30 20 21 41 20 2183 35 26
leaf_count=25 23 28 192 20 21 30 21 24 20 25 20 21 23 28 36 20 30 27 34 33 22 22 30 20 21 41 20 2183 35 26
internal_value=0 9.65405e-07 -6.81458e-07 3.93273e-07 3.45767e-06 -3.85743e-05 1.1627e-06 2.74328e-06 0.000154662 -9.35351e-05 2.78527e-07 -3.30682e-06 4.46051e-07 -2.42948e-06 4.01015e-05 1.1066e-06 9.6958e-06 3.96697e-05 0.000150656 -2.86293e-05 5.06788e-05 -6.06002e-05 -7.92639e-07 1.28369e-06 2.98228e-06 5.02499e-06 -0.000111858 2.31211e-06 -9.49303e-05 4.73326e-06
internal_weight=0 3098 3073 3045 2823 222 2802 2756 44 46 2712 2488 2467 2447 224 2419 204 168 64 104 77 44 2396 2366 2346 2305 41 2264 55 2209
internal_count=3121 3098 3073 3045 2823 222 2802 2756 44 46 2712 2488 2467 2447 224 2419 204 168 64 104 77 44 2396 2366 2346 2305 41 2264 55 2209
is_linear=0
shrinkage=0.1


Tree=2704
num_leaves=31
num_cat=0
split_feature=130 10 0 40 12 12 148 14 15 160 481 160 160 42 52 484 1 484 1456 2 15 0 484 50 1211 50 52 393 481 403
split_gain=4.33422e-05 8.65888e-05 0.000108524 7.9668e-05 6.97268e-05 5.57749e-05 0.000103064 4.9042e-05 5.04424e-05 4.84732e-05 0.000234289 0.000112865 7.7642e-05 7.11044e-05 6.23523e-05 0.000138807 0.000216449 0.000347224 0.000156651 0.000240985 0.000342464 0.000146977 0.000113172 7.58849e-05 0.000212706 0.000141197 0.000115676 0.000102727 9.93734e-05 0.000178594
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.14786000000000002 0.12757000000000002 0.10090000000000002 0.097795000000000007 0.17980000000000004 -0.54913999999999985 -0.084744999999999987 -0.53908999999999996 -0.52439499999999983 0.088915000000000008 0.23074000000000003 -0.096419999999999992 0.099660000000000012 -0.053834999999999994 -0.0077899999999999992 0.10136500000000002 -0.062284999999999993 -0.077084999999999987 0.12438500000000001 0.096900000000000014 0.11048500000000001 0.09481500000000001 0.15116000000000002 0.11170000000000001 -0.087424999999999989 -0.55327499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 8 9 10 -5 -11 -13 -12 23 -16 17 -17 22 20 -20 -18 -19 25 -25 26 27 28 -14 -30
right_child=1 3 -4 4 -6 -7 -8 -9 -10 11 13 12 14 -15 15 16 21 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00014673865458462388 -1.3465854239517024e-05 -0.0001950929531761046 0.00031201852929370945 0.00035858543974643997 0.00016341344081201198 -0.00012477883533898017 0.00020683276670752093 -0.00013796897882667299 0.00013864695977715131 -0.00021474203965044579 -0.00016882189210382819 0.00014459086087299512 -0.00016389993964096634 8.8990268995985399e-05 0.00018927685367608712 -0.00052583792166842618 0.0003148233695537783 0.00021452315448550511 -4.023417831506647e-05 0.00013691006183979057 -0.00050067024392774328 -5.5839684437555472e-05 -0.00010462427584570834 2.4795963283395394e-05 0.0003505843375354413 -0.00023184134048211426 0.00023762818331306336 -0.00018182767703365244 0.00027265309175466732 -1.6381766694295442e-06
leaf_weight=20 21 21 20 21 26 36 24 26 26 25 23 36 37 20 21 20 20 25 35 21 30 23 20 225 22 27 20 32 24 2174
leaf_count=20 21 21 20 21 26 36 24 26 26 25 23 36 37 20 21 20 20 25 35 21 30 23 20 225 22 27 20 32 24 2174
internal_value=0 9.46397e-07 0.000145307 -9.87846e-07 3.53452e-07 -1.05364e-06 4.42536e-07 -1.23486e-06 -2.0281e-08 -1.26308e-06 8.47999e-05 -3.20458e-06 -1.32391e-06 -4.89093e-05 -3.21617e-06 -5.49413e-05 -8.13773e-05 -0.000137744 -7.84931e-05 -0.000157595 -0.000252743 0.000116562 7.26799e-05 1.12624e-06 5.38136e-05 -4.49769e-06 -1.8137e-06 -3.92612e-06 -1.37898e-06 1.35681e-06
internal_weight=0 3101 41 3060 3039 3013 2977 2953 2927 2901 64 2837 2812 43 2776 215 194 151 131 86 65 43 45 2561 247 2314 2287 2267 2235 2198
internal_count=3121 3101 41 3060 3039 3013 2977 2953 2927 2901 64 2837 2812 43 2776 215 194 151 131 86 65 43 45 2561 247 2314 2287 2267 2235 2198
is_linear=0
shrinkage=0.1


Tree=2705
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 400 13 3 13 403 403 2 15 402 402 1 15 1212 391 1212 42 12 1212 402 401 401 133 402 402 133 1209
split_gain=3.71171e-05 0.00105936 0.000567777 0.000184623 4.8403e-05 7.58214e-05 5.39955e-05 5.26337e-05 3.6815e-05 0.00017692 0.000165032 0.000307597 7.15878e-05 6.38395e-05 0.00013934 0.000133842 0.000234018 9.87253e-05 8.6521e-05 0.000287939 0.000269155 0.000124324 7.37326e-05 6.89662e-05 0.000129961 0.000118372 0.000107748 8.29453e-05 7.32661e-05 6.27858e-05
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.064794999999999978 -0.013024999999999998 -0.082284999999999983 -0.0065549999999999992 -0.54448499999999989 -0.5335399999999999 0.089885000000000007 0.089165000000000008 0.13924000000000003 0.10645 0.087865000000000013 0.084735000000000019 -0.14780999999999997 -0.087114999999999984 -0.087464999999999987 0.087075000000000014 0.090285000000000018 -0.063924999999999996 0.099740000000000009 -0.46360499999999999 -0.06959499999999999 0.51114000000000004 -0.11626999999999998 -0.088494999999999976 0.31326500000000007 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 7 -7 10 -10 11 -6 13 17 15 -15 -17 -11 19 -19 -21 -20 23 -23 -25 26 -26 -28 29 -29
right_child=2 -3 4 -5 8 6 -8 -9 9 12 -12 -13 -14 14 -16 16 -18 18 21 20 -22 22 -24 24 25 -27 27 28 -30 -31
leaf_value=4.3868469751277792e-07 -0.00050908289876216181 0.00071503868745085566 0.00024378666539632833 -0.00032000376937503462 4.1819898911786302e-05 0.00020862674195086585 -0.00010306020039538652 4.1827627094736432e-06 0.00027644030747267051 -0.00022440856177126991 0.00015883505998534107 -0.00047559978302160746 -0.00013658823606816346 -1.9351510543076855e-05 -0.00012792282565593876 1.1415411281632261e-05 0.00047912863652606541 -0.00031757377768371954 0.00019470007268175711 0.00032393785326608588 -0.00018236052239358071 -0.00015558128602449493 0.00019050134607823566 0.00021771396061888448 0.00020573083136696371 -0.00023380856771175538 -0.00015151444525550637 -6.9720604207263379e-07 0.0001631725870538503 -0.00015411688636285598
leaf_weight=178 22 21 20 20 27 20 23 34 23 20 21 20 39 28 24 20 23 35 33 21 21 29 20 27 25 22 37 2214 27 27
leaf_count=178 22 21 20 20 27 20 23 34 23 20 21 20 39 28 24 20 23 35 33 21 21 29 20 27 25 22 37 2214 27 27
internal_value=0 3.96978e-05 -2.99581e-06 -3.19292e-05 8.70137e-07 7.03103e-05 2.52515e-05 7.99028e-05 -1.55016e-06 2.70062e-07 -7.42253e-05 -0.000178359 -2.08949e-06 -1.12313e-07 8.03819e-05 0.000150795 0.000261588 -3.10174e-06 -1.35779e-06 -0.00010574 7.07887e-05 1.90812e-06 -7.12198e-07 -2.30035e-06 -4.31856e-07 -2.93608e-06 -7.56169e-07 -2.99572e-06 -5.728e-07 -2.54564e-06
internal_weight=0 219 2902 198 2880 97 77 54 2783 2715 68 47 2692 2653 95 71 43 2558 2538 77 42 2461 2428 2408 2379 2352 2330 2305 2268 2241
internal_count=3121 219 2902 198 2880 97 77 54 2783 2715 68 47 2692 2653 95 71 43 2558 2538 77 42 2461 2428 2408 2379 2352 2330 2305 2268 2241
is_linear=0
shrinkage=0.1


Tree=2706
num_leaves=31
num_cat=0
split_feature=43 1375 1452 1371 1373 482 15 13 3 13 151 4 43 0 1 43 159 51 43 2 49 43 3 4 4 159 484 12 13 3
split_gain=3.74035e-05 0.000192784 0.000180404 0.000159086 0.000157138 0.000115751 0.000254015 0.000119826 0.000134111 0.000124241 0.000113517 0.00013945 0.000178417 0.000187053 0.000174683 0.000109969 0.000448355 0.000254845 0.000168858 0.000369003 0.000246324 0.000145688 0.000197197 0.000104987 0.000180564 0.000150971 0.000126339 0.000133041 0.000184416 0.000372817
threshold=-0.083434999999999995 -0.15308499999999997 0.088360000000000008 0.083235000000000017 0.075690000000000021 0.098465000000000011 -0.47308999999999996 -0.090639999999999984 -0.098469999999999988 -0.087529999999999983 -0.091874999999999984 0.0045450000000000013 -0.095049999999999982 -0.094654999999999975 0.10658000000000002 -0.08231999999999999 0.080005000000000007 -0.013439999999999999 -0.081289999999999987 0.086330000000000004 0.08610000000000001 -0.080554999999999974 -0.080734999999999987 -0.0070899999999999991 -0.010024999999999997 0.09599000000000002 0.085740000000000011 0.093965000000000007 0.19762500000000002 -0.089819999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 15 5 6 -3 8 -8 -9 -11 23 13 -13 -15 16 17 -2 19 -17 -21 22 -20 24 25 26 27 -12 29 -29
right_child=3 2 -4 -5 -6 -7 7 9 -10 10 11 12 -14 14 -16 18 -18 -19 21 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0003040537835382249 -0.00020337550598751046 0.00036216758224847062 0.00030664531135698786 -0.00025235961757761498 -0.00023010191570002852 -0.00018094479897020696 -1.6945078152423014e-05 0.00026089336478478452 -0.00033835094072856011 0.00016792087601722665 -1.5931496331724493e-05 1.0285053518600763e-05 7.0787891938281885e-05 -0.00054737980528443589 -0.00012942853674758226 -0.00013383828589149776 -0.00049981597685473395 0.00027363651148940943 3.9239569080316211e-05 7.5721636577244763e-05 0.00053451904037501671 -1.1057364573357929e-06 -0.00037126525677740572 0.0001717506837766533 -0.00026300804431388238 -0.0001979028315937675 0.00025549793275646293 0.00059210364823229615 -1.7601007129997015e-05 3.8324096080501595e-05
leaf_weight=23 21 21 20 26 28 30 37 21 20 44 226 25 37 20 20 29 22 24 22 22 25 2113 25 44 23 28 26 20 48 31
leaf_count=23 21 21 20 26 28 30 37 21 20 44 226 25 37 20 20 29 22 24 22 22 25 2113 25 44 23 28 26 20 48 31
internal_value=0 1.87729e-05 1.02404e-05 -6.38392e-06 2.32576e-06 1.13521e-05 1.97007e-05 8.96667e-06 -0.000129719 2.18624e-05 1.33833e-05 9.7514e-07 -0.000104509 -0.000204293 -0.000338404 -3.60695e-06 -0.000129844 5.10309e-05 1.75653e-07 0.000146678 0.000319763 -4.97907e-06 -0.000179114 2.50992e-05 9.04785e-06 2.55578e-05 4.33838e-05 2.64146e-05 0.000123084 0.000255493
internal_weight=0 792 769 2329 749 721 691 670 57 613 592 548 102 65 40 2303 67 45 2236 76 47 2160 47 446 402 379 351 325 99 51
internal_count=3121 792 769 2329 749 721 691 670 57 613 592 548 102 65 40 2303 67 45 2236 76 47 2160 47 446 402 379 351 325 99 51
is_linear=0
shrinkage=0.1


Tree=2707
num_leaves=31
num_cat=0
split_feature=130 12 402 401 1209 402 1209 401 43 0 133 15 12 0 46 0 0 13 0 0 3 133 1374 1375 1210 0 52 132 1 1211
split_gain=3.77803e-05 7.57706e-05 3.75039e-05 6.1607e-05 4.5556e-05 0.000288795 0.000177554 4.3393e-05 0.000183737 0.000532609 0.000111757 0.000173787 6.18217e-05 0.000204712 9.25298e-05 6.25081e-05 0.000229078 0.000712085 0.000321251 0.000180651 0.000371818 0.000997397 0.000314371 0.000176448 0.000149707 0.000180448 0.000343858 0.000130443 0.00165235 0.000839132
threshold=-0.23647499999999996 0.23631000000000002 0.31278000000000006 0.13699500000000003 -0.084519999999999984 -0.0078149999999999973 -0.069599999999999981 -1.0000000180025095e-35 0.055925000000000009 -0.072269999999999987 0.42433500000000007 0.088345000000000021 0.12757000000000002 -0.04917499999999999 -0.043074999999999995 -0.086409999999999987 -0.087084999999999982 -0.084034999999999985 -0.087319999999999995 -0.085669999999999982 -0.086424999999999988 -0.0047949999999999989 0.088035000000000016 -0.095009999999999997 -0.077744999999999995 -0.087794999999999998 -0.0087299999999999982 -0.083284999999999984 0.089475000000000013 0.11013500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 8 9 -8 12 -12 14 -14 -9 16 18 -18 24 20 -17 -22 23 -21 -16 -26 -27 28 -25 -29
right_child=1 -3 -4 -5 6 -7 7 10 -10 -11 11 -13 13 -15 15 19 17 -19 -20 22 21 -23 -24 27 25 26 -28 29 -30 -31
leaf_value=-0.00013700033159693703 8.9757050341826737e-05 0.00018580748880842957 0.000132743286944571 -0.00016809071416487727 0.00027831995394080879 -0.00037260999696710234 6.1895740032014146e-05 0.00018860270909219534 9.8168002276859066e-05 -0.00059593755791866 1.1791225178230152e-05 0.00037766387962619776 5.4333035311146615e-05 -0.0003343042809991976 0.00025384561347891577 -0.00013748745274954542 -0.00069204805779008892 6.858932470095169e-05 0.00036065224659345723 0.00027270826720632616 -2.4709276454593762e-05 0.00087024309817934414 -0.00038983721358818005 -9.4516576054841999e-05 -1.3259199534223013e-05 -0.00052808983789873318 1.8978281231183147e-05 8.8411206530409915e-06 0.00090347811707206785 -0.00050931562054756796
leaf_weight=20 35 22 21 22 23 22 32 26 38 20 37 20 33 23 20 28 20 32 23 25 33 20 20 79 986 20 27 1341 21 32
leaf_count=20 35 22 21 22 23 22 32 26 38 20 37 20 33 23 20 28 20 32 23 25 33 20 20 79 986 20 27 1341 21 32
internal_value=0 8.83594e-07 -4.3772e-07 -1.3523e-06 -1.44055e-07 -8.87004e-05 1.55038e-06 -6.03108e-07 -6.89745e-05 -0.000191117 1.54393e-06 0.000140168 -1.26901e-06 -0.000105286 8.46847e-07 -9.43271e-07 -1.89691e-05 -0.000223964 -9.0623e-06 1.17729e-05 0.000157282 0.000313009 4.00859e-06 9.26688e-06 -1.71377e-05 -2.23843e-05 -0.000213817 4.79571e-06 0.000115062 -3.23537e-06
internal_weight=0 3101 3079 3058 3036 57 2979 2956 90 52 2866 57 2809 56 2753 2727 1128 52 1076 1599 81 53 1518 1498 1053 1033 47 1473 100 1373
internal_count=3121 3101 3079 3058 3036 57 2979 2956 90 52 2866 57 2809 56 2753 2727 1128 52 1076 1599 81 53 1518 1498 1053 1033 47 1473 100 1373
is_linear=0
shrinkage=0.1


Tree=2708
num_leaves=31
num_cat=0
split_feature=132 1185 1203 52 13 12 130 10 0 1 33 1 484 484 49 157 484 133 133 158 0 484 3 4 1447 1447 1447 403 133 403
split_gain=4.5164e-05 0.000235761 0.000116696 4.07968e-05 5.34172e-05 4.07145e-05 0.000102331 4.02573e-05 0.000298213 0.000219451 7.67668e-05 5.93153e-05 4.45576e-05 0.000358633 0.000180906 0.000295525 0.000141341 0.000135314 0.000153769 6.51317e-05 8.08674e-05 6.43133e-05 0.000134593 6.56488e-05 5.45846e-05 0.00033689 0.000303804 0.00026356 0.000512488 0.000121958
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10347000000000002 0.056795000000000005 0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 0.096860000000000016 -1.0000000180025095e-35 0.13842500000000005 0.085790000000000019 0.086925000000000016 0.11560500000000001 -0.087184999999999985 0.085130000000000011 0.090665000000000009 0.08784500000000002 0.10412500000000001 -0.14723999999999998 0.090150000000000022 -0.082484999999999989 -0.013514999999999998 -0.086279999999999982 -0.086849999999999997 -0.085684999999999997 -0.54856499999999986 0.40431 -0.53960999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -3 8 -8 -10 -9 -11 16 -14 15 -15 24 18 19 20 -17 -22 -23 -24 25 -12 -26 28 -28 -29
right_child=1 5 -4 -5 -6 -7 7 10 9 11 12 -13 13 14 -16 17 -18 -19 -20 -21 21 22 23 -25 26 -27 27 29 -30 -31
leaf_value=-2.0366179407776346e-05 0.00033717604487070016 0.00019571812299545854 -0.00023831495211063021 -0.00012819790696799569 0.00014375089118877205 -0.00013162301430660908 -0.00037897930419801372 0.00016719115644394021 0.0003165373627416557 9.9057537727276213e-06 2.8176336573753564e-05 -0.00019163361689804691 -0.00041515376347967469 0.00035074620436353145 -0.00023509447521064431 -0.00019694923350471071 0.00025193569574343124 0.00018043578991329279 -0.00028142499771396012 0.00015889377631538083 0.00012183224471300491 -0.00020107752546512836 -7.1337229227148261e-05 0.00016440781512722392 0.00038448499205211801 -0.00043575829753535796 -0.00059714979115164002 0.00025299707383965144 8.612396878838216e-05 4.9391337676092378e-06
leaf_weight=144 21 27 27 28 23 23 23 28 20 40 72 23 23 25 30 25 23 31 24 20 32 33 21 27 21 20 21 20 23 2203
leaf_count=144 21 27 27 28 23 23 23 28 20 40 72 23 23 25 30 25 23 31 24 20 32 33 21 27 21 20 21 20 23 2203
internal_value=0 3.32892e-06 -4.34707e-05 -1.64923e-05 2.23677e-06 8.92922e-07 1.96048e-06 1.10597e-07 -6.03502e-05 2.79446e-05 2.46506e-06 -6.36721e-05 7.52983e-07 -3.62036e-05 -3.6818e-06 2.54879e-05 5.22838e-06 -1.2688e-05 -4.55827e-05 -9.75856e-06 -3.42009e-05 1.80533e-06 -4.56127e-05 6.12694e-05 2.84423e-06 -7.2679e-05 5.88101e-06 2.37387e-06 -0.000239984 7.17087e-06
internal_weight=0 2899 222 195 167 2878 2855 2828 106 83 2722 63 2694 291 268 238 2403 213 182 158 138 113 81 48 2380 92 2288 2267 44 2223
internal_count=3121 2899 222 195 167 2878 2855 2828 106 83 2722 63 2694 291 268 238 2403 213 182 158 138 113 81 48 2380 92 2288 2267 44 2223
is_linear=0
shrinkage=0.1


Tree=2709
num_leaves=31
num_cat=0
split_feature=33 457 13 1375 150 2 1366 1373 1 1 1 473 47 0 2 475 155 43 43 0 0 1 1 1 16 1 1 43 1 1374
split_gain=4.43104e-05 4.2248e-05 0.000139698 6.39765e-05 9.96381e-05 0.000112288 9.23783e-05 9.65077e-05 5.12211e-05 0.000357109 0.000221538 0.000197808 0.000157244 0.000535326 0.000397779 0.000144603 0.000216998 0.000111291 0.000104962 0.000111291 0.000121511 0.000489607 0.000247557 0.000225227 0.000199964 0.000103437 0.000202705 0.000351105 0.000156225 0.000132136
threshold=-0.012019999999999998 -0.14786499999999997 -0.082759999999999986 0.08517000000000001 -0.089939999999999978 0.089125000000000024 -0.079979999999999982 0.086880000000000013 0.10337500000000001 0.10471500000000002 0.10205500000000002 0.084020000000000011 0.094160000000000008 -0.099059999999999995 -0.013254999999999998 0.055635000000000011 0.13131500000000004 -0.24021999999999996 -0.14792499999999997 -0.26343999999999995 -0.14794999999999997 0.11212500000000002 0.107145 0.10638500000000002 -0.50690499999999983 0.096255000000000021 0.099195000000000019 -0.05647499999999999 0.094385000000000011 -0.096434999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 -3 8 10 -10 11 12 14 -14 -8 16 25 -11 -19 -20 21 -21 23 -22 -23 28 27 -27 29 -16
right_child=1 3 -4 4 5 -7 7 -9 9 17 -12 -13 13 -15 15 -17 -18 18 19 20 22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00012523243536374399 -7.183756157325621e-05 0.00020166441454025713 0.00028489898818190258 7.6533881777625845e-05 -0.00034091537811698142 -4.1315539896584538e-05 -0.00037255305412275323 -0.00019923697958195894 -0.00033803362710065868 0.00019333504476687976 0.00025193802858986013 -0.00029314934191378682 0.00055332500487566001 1.6190211611425789e-05 -0.00021333665505086108 0.00020017882843125051 -0.00032447733843582683 -0.00017505383163408722 -0.00023496936017181728 0.00050873314472561976 -2.0548970219568308e-05 0.00019512863256513019 8.2130564047718469e-06 -0.00048944604845019052 -0.00018234498250725058 9.3975161479857681e-06 -8.9558143635518463e-05 0.00056670621368539289 -0.00019101210442253123 9.4842283802836864e-06
leaf_weight=28 23 23 21 24 22 29 28 24 34 27 37 22 23 96 27 38 20 38 20 23 21 23 418 20 36 26 28 20 41 1861
leaf_count=28 23 23 21 24 22 29 28 24 34 27 37 22 23 96 27 38 20 38 20 23 21 23 418 20 36 26 28 20 41 1861
internal_value=0 1.1337e-06 9.84231e-05 -2.70281e-07 -9.14863e-05 -0.000170555 2.03006e-06 4.74113e-07 2.11165e-06 -2.24053e-05 9.24937e-06 5.22269e-06 8.1956e-06 0.000120006 1.82631e-06 6.91249e-06 3.28218e-06 -5.26258e-06 -1.42144e-05 -3.31975e-06 5.24401e-06 0.000117371 -1.47873e-05 -0.000249279 -3.51943e-05 6.55487e-06 0.000122579 0.000251706 2.10397e-06 6.2977e-06
internal_weight=0 3093 44 3049 75 51 2974 2951 2927 660 2267 2230 2208 119 2089 2061 2023 626 599 561 541 82 459 41 59 2003 74 46 1929 1888
internal_count=3121 3093 44 3049 75 51 2974 2951 2927 660 2267 2230 2208 119 2089 2061 2023 626 599 561 541 82 459 41 59 2003 74 46 1929 1888
is_linear=0
shrinkage=0.1


Tree=2710
num_leaves=31
num_cat=0
split_feature=130 10 2 40 2 45 132 132 1203 0 52 4 4 51 33 10 16 31 4 1428 475 4 12 51 13 4 1 159 484 484
split_gain=4.33644e-05 8.72255e-05 9.13471e-05 6.14596e-05 6.25138e-05 6.15789e-05 4.32812e-05 0.000197139 0.000105016 3.82865e-05 9.01793e-05 8.73847e-05 7.10396e-05 0.000203176 4.54494e-05 8.24072e-05 0.000852454 5.91601e-05 4.74243e-05 0.000138231 0.000159707 0.000302916 0.000137824 0.000222882 4.85152e-05 0.000508359 6.05605e-05 7.0808e-05 5.96684e-05 0.000350549
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 -0.083174999999999985 -0.069704999999999989 0.089005000000000015 0.13134000000000004 0.095415000000000014 -0.35136499999999998 -0.50940999999999981 0.088210000000000011 -0.012019999999999998 -0.0097449999999999985 -0.056919999999999991 -1.0000000180025095e-35 -0.15289999999999995 0.093045000000000017 -0.10664 -0.50052499999999989 0.085440000000000016 0.084745000000000015 -0.17933499999999997 -0.0096849999999999974 0.11374000000000002 0.10407500000000001 0.085790000000000019 0.086925000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 8 -8 -7 12 11 -11 13 -9 -14 16 -16 -17 19 20 -19 -22 23 -23 25 -20 -27 -28 -26 -30
right_child=1 3 -4 4 -6 6 7 9 -10 10 -12 -13 14 -15 15 17 -18 18 24 -21 21 22 -24 -25 28 26 27 -29 29 -31
leaf_value=-0.00014677625527838246 1.7017059473714438e-07 -0.00017148114884981799 0.00029878728542826139 -0.0001758998197328765 0.00017212159804157203 -1.7212395012696412e-05 0.00030875070404449832 -0.00025438978878515329 -0.00023136317518387495 -0.00011185811133051676 0.00024757744921814827 0.00015599334243840228 -0.00013243145513115452 0.00011919947717918452 -0.00018566755774932414 -0.00012893469192931661 0.0005452918755542703 -0.00013483129916022773 -0.00050744258561670518 -0.00018798989393482252 0.00042993841358380727 0.00036579112179249652 -0.0001006180834264268 -2.0737942832056434e-05 6.8450063917918908e-06 0.00018665757372880102 -8.8357318466143249e-05 0.00014410279924049972 -0.00043643077549945916 -7.7332007401436785e-06
leaf_weight=20 21 21 20 20 21 192 21 37 26 29 21 21 25 24 39 35 27 27 21 21 27 26 37 35 1998 22 38 20 21 208
leaf_count=20 21 21 20 20 21 192 21 37 26 29 21 21 25 24 39 35 27 27 21 21 27 26 37 35 1998 22 38 20 21 208
internal_value=0 9.46638e-07 0.000145837 -9.94704e-07 1.83386e-07 -1.013e-06 1.53686e-07 3.51834e-06 -4.27533e-05 1.19507e-06 7.36775e-05 6.39499e-07 -7.19454e-07 -0.000107404 1.7578e-06 3.04709e-06 0.000113361 1.76137e-07 1.98297e-06 5.2497e-05 8.57221e-05 0.000133362 5.16518e-05 0.000144012 -1.77087e-06 -6.95579e-05 4.53868e-05 -8.19866e-06 1.30344e-06 -4.70461e-05
internal_weight=0 3101 41 3060 3039 3018 2998 2780 218 2759 71 50 2688 61 2627 2602 66 2536 2501 173 152 125 98 61 2328 101 80 58 2227 229
internal_count=3121 3101 41 3060 3039 3018 2998 2780 218 2759 71 50 2688 61 2627 2602 66 2536 2501 173 152 125 98 61 2328 101 80 58 2227 229
is_linear=0
shrinkage=0.1


Tree=2711
num_leaves=31
num_cat=0
split_feature=457 13 457 4 151 142 1374 484 484 484 51 42 2 15 2 0 2 2 133 159 148 148 1375 0 3 3 403 132 399 2
split_gain=4.19138e-05 0.000105813 5.25977e-05 0.000175749 6.30053e-05 0.000103521 9.38026e-05 0.000101264 0.000747819 0.000185383 0.000485316 0.000795219 0.000278533 0.000121532 0.000261557 0.000153496 0.000178043 9.50663e-05 9.35095e-05 0.000115776 9.2872e-05 9.41321e-05 8.50954e-05 7.30459e-05 7.05971e-05 0.000253984 0.000223113 0.000160524 0.000974574 0.000965442
threshold=-0.14786499999999997 -0.082759999999999986 -0.08798499999999998 1.0000000180025095e-35 0.13340000000000005 -0.057499999999999989 0.088035000000000016 0.090535000000000018 0.094140000000000015 0.085595000000000018 -0.085989999999999997 0.083865000000000009 0.086675000000000016 -0.56020999999999987 0.12844500000000003 -0.067624999999999977 0.098260000000000014 0.090425000000000019 0.087720000000000006 -0.023324999999999995 -0.10069499999999999 -0.084449999999999983 0.08517000000000001 -0.26343999999999995 -0.081644999999999981 -0.081814999999999985 -0.52800499999999995 -0.083284999999999984 0.091580000000000009 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 7 9 -9 20 12 -12 -11 -10 15 16 17 18 19 -15 -7 -22 23 -23 25 27 -26 29 -29 -25
right_child=2 -3 4 -5 -6 6 -8 8 13 10 11 -13 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=-5.1269531895345802e-05 5.3101459728649767e-05 0.00025920198670411043 0.00021785908935602162 -0.00029616949366754856 -0.00016093755075416994 0.0001736511841287817 0.00017606765830957254 -0.000650210046878783 -0.00020821528993949937 -0.0003334164935791784 -6.3055453938432035e-05 0.00076929313969837201 0.00017684616606857163 0.00010195520093971441 0.00036335948519990781 -0.00023271472933369559 0.00025308357193757226 -0.00022606175979100437 0.00018691837434413504 -0.00021563823005029314 -0.00018567173101473601 0.000178172686845874 -0.00015848627851536388 0.00073545526793168399 -0.0002520914025342044 0.00036178116293047514 -9.395600256279722e-06 1.2349755273641451e-05 -0.00069250695633854781 -1.9994754315455627e-05
leaf_weight=23 34 21 22 25 24 30 30 20 26 23 22 24 20 22 20 28 27 21 22 24 28 23 34 21 39 21 1318 1022 20 87
leaf_count=23 34 21 22 25 24 30 30 20 26 23 22 24 20 22 20 28 27 21 22 24 28 23 34 21 39 21 1318 1022 20 87
internal_value=0 9.69101e-05 -1.38577e-06 -9.48947e-05 4.42266e-07 1.73589e-06 1.36057e-07 -1.65794e-06 -6.85751e-05 3.48576e-06 0.00014544 0.000371213 -9.6085e-05 -7.35031e-06 2.44941e-05 -2.25705e-05 2.8154e-05 -4.00831e-05 1.73515e-05 -6.37457e-05 -1.29439e-06 -3.30295e-06 -1.32758e-06 7.67047e-07 -8.47007e-07 1.71424e-05 -1.63706e-05 1.0849e-05 -1.17916e-06 0.000126898
internal_weight=0 44 3077 59 3018 2994 2972 2942 210 2732 89 46 43 190 164 144 116 89 68 46 2643 2613 2585 2551 2528 1171 1357 1150 1042 108
internal_count=3121 44 3077 59 3018 2994 2972 2942 210 2732 89 46 43 190 164 144 116 89 68 46 2643 2613 2585 2551 2528 1171 1357 1150 1042 108
is_linear=0
shrinkage=0.1


Tree=2712
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 0 16 16 399 12 42 402 1212 402 1213 1212 1211 401 1212 43 43 1212 401 133 133 1213 16 16 1209 1209 1213
split_gain=4.25549e-05 0.00020054 9.49818e-05 7.00935e-05 3.59266e-05 7.91677e-05 4.50454e-05 7.71524e-05 4.68658e-05 3.6909e-05 3.39345e-05 5.13895e-05 4.56645e-05 4.51912e-05 7.2235e-05 0.000103277 6.50554e-05 5.74081e-05 0.000149989 0.00025491 0.000133369 8.70229e-05 0.000101612 0.000138526 7.09682e-05 0.000184627 0.000154555 7.96559e-05 9.4787e-05 8.53918e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.073309999999999986 -0.081299999999999983 -0.12029499999999999 0.088780000000000012 0.087505000000000013 -0.046564999999999995 0.31278000000000006 0.15049500000000002 0.13597000000000001 0.51258500000000007 0.11796000000000001 0.10904000000000001 0.12053500000000002 -0.087464999999999987 -0.0047449999999999992 0.0034250000000000005 -0.063924999999999996 -1.0000000180025095e-35 0.42433500000000007 0.51834500000000017 -0.091914999999999983 -0.088704999999999992 -0.080029999999999976 -0.084519999999999984 -0.038154999999999994 -0.086554999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 -8 -7 11 12 13 14 15 16 17 18 -3 -20 -19 -22 24 -24 25 -23 -27 -26 -29 -30
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leaf_weight=20 21 29 25 21 25 23 27 24 34 23 21 21 35 21 35 23 20 34 35 29 26 27 20 27 20 21 21 20 26 2367
leaf_count=20 21 29 25 21 25 23 27 24 34 23 21 21 35 21 35 23 20 34 35 29 26 27 20 27 20 21 21 20 26 2367
internal_value=0 3.23132e-06 -4.21964e-05 -1.88951e-05 1.70927e-06 2.0093e-05 -2.78329e-05 -5.96043e-05 1.55103e-07 0.000129489 9.84638e-07 5.36799e-08 1.20777e-06 -2.10683e-07 -1.31465e-06 5.05526e-07 -1.27747e-06 5.25822e-08 -7.71514e-05 8.33505e-06 2.80458e-06 2.06569e-07 2.06322e-06 0.000147737 -6.7327e-07 9.93347e-05 0.000230489 -3.5095e-06 -1.8622e-06 -3.67412e-06
internal_weight=0 2899 222 197 176 151 105 85 61 46 2878 2857 2836 2801 2780 2745 2722 2702 93 64 2609 2575 2549 47 2502 69 42 2433 2413 2393
internal_count=3121 2899 222 197 176 151 105 85 61 46 2878 2857 2836 2801 2780 2745 2722 2702 93 64 2609 2575 2549 47 2502 69 42 2433 2413 2393
is_linear=0
shrinkage=0.1


Tree=2713
num_leaves=31
num_cat=0
split_feature=1211 43 1211 132 1203 1211 50 132 15 401 2 133 1210 130 40 12 148 16 1374 48 151 484 151 133 40 13 13 49 13 457
split_gain=3.56028e-05 0.00012627 8.57041e-05 4.55513e-05 0.00129563 0.00092205 0.000229604 7.00911e-05 9.08971e-05 4.40159e-05 0.00020439 0.000158002 5.18906e-05 4.18591e-05 8.00402e-05 4.47619e-05 9.68313e-05 6.55904e-05 5.14198e-05 0.000270314 5.61323e-05 0.000248766 0.000344228 0.000195632 0.000124804 0.000148004 0.00014027 0.000124772 0.000100686 9.75193e-05
threshold=0.11716500000000001 0.062770000000000006 0.11088500000000003 -0.083284999999999984 0.089480000000000018 0.10167000000000002 0.10022000000000002 -0.014954999999999998 0.087685000000000013 -0.06959499999999999 0.093680000000000013 0.51114000000000004 0.258635 -0.22699999999999995 -0.23755499999999996 0.12757000000000002 0.10090000000000002 0.0028900000000000006 -0.096434999999999979 0.087215000000000015 -0.085134999999999975 0.091180000000000011 -0.52488999999999986 0.087625000000000022 -0.083564999999999987 0.056795000000000005 -0.086134999999999975 -0.0072499999999999986 -0.088319999999999996 0.11577000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 7 -1 8 -5 10 -9 12 13 -11 -15 16 18 -17 19 -16 21 22 -20 24 -24 26 28 -28 -26 -22
right_child=1 -3 -4 5 -6 -7 -8 9 -10 11 -12 -13 -14 14 15 17 -18 -19 20 -21 29 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=2.5938620886088096e-06 0.00020142456447832624 -0.00011700748385919726 -0.00018963425305097798 -3.0797836578650663e-06 0.00081104559154482564 -0.00064816732271786106 -0.00035496386924933183 -0.00011074050663686965 0.00026521806721575559 -0.00013482076060229346 0.00031560396708466053 -0.00021311674824184073 0.00015731359238825029 0.00017875185608863832 -0.00029154049050703182 -0.00023405800711771008 0.0002005241098231636 2.2048312930564863e-05 -0.00032136557360731621 0.00018307696103875062 -2.4279294919101949e-06 0.0003742324788791372 -0.00020928909312219318 0.00026335864008854656 9.8827495436553905e-05 -0.00017963995304307902 8.0007234294538179e-05 0.00035081412255143132 -0.00014831232474534775 -0.00021401867690490855
leaf_weight=176 33 20 24 28 20 22 20 23 23 23 22 35 21 25 30 20 24 20 27 20 2198 21 22 38 34 25 46 27 32 22
leaf_count=176 33 20 24 28 20 22 20 23 23 23 22 35 21 25 30 20 24 20 27 20 2198 21 22 38 34 25 46 27 32 22
internal_value=0 8.12615e-05 -1.4038e-06 8.02803e-08 4.43433e-05 -3.30049e-06 -3.38916e-05 1.75549e-06 0.000117917 -3.94875e-07 9.76946e-05 -2.02367e-06 7.38299e-07 -5.00617e-07 6.736e-07 -1.03475e-06 6.01574e-07 -0.000106005 -1.28597e-06 -0.000101694 7.28626e-07 4.36056e-05 1.59436e-05 5.66014e-05 1.43607e-05 4.43625e-05 8.46508e-05 0.000180169 -2.09979e-05 -4.52477e-06
internal_weight=0 53 3068 3044 216 2828 196 2806 51 2755 45 2710 2675 2654 2631 2606 2566 40 2542 50 2492 272 251 224 186 164 139 73 66 2220
internal_count=3121 53 3068 3044 216 2828 196 2806 51 2755 45 2710 2675 2654 2631 2606 2566 40 2542 50 2492 272 251 224 186 164 139 73 66 2220
is_linear=0
shrinkage=0.1


Tree=2714
num_leaves=31
num_cat=0
split_feature=132 393 1203 48 15 0 130 16 448 0 48 1 151 448 0 33 10 0 15 15 160 39 1 1 15 15 13 48 1 1
split_gain=4.18813e-05 0.000170105 0.000137803 3.48292e-05 5.57153e-05 5.38079e-05 0.000182239 5.38934e-05 3.44602e-05 0.000111744 5.03858e-05 0.000126544 0.000136399 5.75145e-05 4.82784e-05 0.000290374 0.00028598 0.000182831 0.000147008 0.000455113 0.00098381 0.000132635 0.000127817 0.000540826 0.000192952 0.000215321 0.000155446 0.000139355 0.000122966 0.000103792
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 0.086125000000000021 -0.10653 -0.073309999999999986 0.09364500000000002 -0.081299999999999983 0.068920000000000023 -0.26609999999999995 -0.08595499999999999 0.10022000000000002 -0.081779999999999978 -0.083359999999999976 -0.10224499999999999 -1.0000000180025095e-35 -0.014199999999999999 -0.10011499999999998 -0.015039999999999998 0.083195000000000005 -1.0000000180025095e-35 0.085330000000000003 0.090475000000000014 0.09697500000000002 -0.083359999999999976 -0.14147499999999996 -0.097224999999999992 0.086035000000000014 0.10684 0.10797500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 -1 6 7 -6 9 -2 11 12 -11 -12 16 -16 -15 -17 21 20 -20 22 26 -24 25 -25 -18 -28 -23 -27
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leaf_weight=23 22 21 27 26 68 30 25 23 20 23 21 25 24 20 34 30 35 2176 28 85 22 31 28 48 29 20 49 25 38 45
leaf_count=23 22 21 27 26 68 30 25 23 20 23 21 25 24 20 34 30 35 2176 28 85 22 31 28 48 29 20 49 25 38 45
internal_value=0 3.20565e-06 -4.18611e-05 -1.25442e-05 4.03248e-06 -1.87568e-05 -4.96298e-05 1.60665e-05 1.13647e-06 2.05184e-06 3.1028e-07 8.28957e-05 -1.37931e-05 -1.84101e-06 -5.78839e-07 5.70787e-06 -2.85753e-05 1.23803e-06 -1.32318e-05 -0.000101808 -0.000341205 2.11299e-05 5.18316e-05 0.000106029 2.68268e-05 -3.22259e-05 -3.26971e-05 -0.000114826 -0.000103012 -0.000150849
internal_weight=0 2899 222 195 169 146 116 91 2878 2858 2836 72 47 2764 2743 2240 503 2206 483 135 50 348 279 170 142 113 109 74 69 65
internal_count=3121 2899 222 195 169 146 116 91 2878 2858 2836 72 47 2764 2743 2240 503 2206 483 135 50 348 279 170 142 113 109 74 69 65
is_linear=0
shrinkage=0.1


Tree=2715
num_leaves=31
num_cat=0
split_feature=33 132 394 1203 120 484 2 12 2 2 42 159 158 482 482 484 475 150 1371 484 156 1 1373 150 1375 1375 484 484 1456 1455
split_gain=4.89739e-05 3.62489e-05 0.000154831 0.000111621 3.41487e-05 7.59756e-05 0.000518582 0.000512109 0.000150962 9.55042e-05 7.54842e-05 0.000112284 4.86393e-05 8.70329e-05 6.02846e-05 5.1103e-05 0.000336145 0.000282194 0.00024578 0.000186155 0.00017985 0.00013695 0.000134201 0.000349218 0.000114375 8.73253e-05 0.000110575 7.26474e-05 0.000147121 0.000149541
threshold=-0.009184999999999997 -0.083174999999999985 0.10969000000000002 0.089005000000000015 0.091385000000000008 0.10126500000000001 0.11474000000000002 0.22926500000000002 0.09678500000000001 0.090425000000000019 0.08623500000000002 -0.020314999999999996 -0.47356499999999996 0.11191500000000001 0.098465000000000011 0.085845000000000019 -0.085734999999999992 0.10389500000000002 0.083235000000000017 0.089765000000000011 0.087575000000000014 0.10828500000000001 1.0000000180025095e-35 0.088690000000000005 -0.42089999999999994 -0.085004999999999983 0.084975000000000009 0.073690000000000019 -0.090954999999999994 -0.079434999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 7 8 12 9 10 -7 -12 -3 14 15 18 -17 19 22 20 -18 -21 24 -24 -14 -26 27 28 -27 -30
right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 11 -13 13 -15 -16 16 17 -19 -20 21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.00012506443421326339 -1.1289792757732078e-05 0.00014797887320721362 0.00026268210646736881 -0.00022823483062287174 -0.00011418016203242588 -0.00011073754028603295 -0.00051452047757100615 0.00049896525264817428 0.00020740762664596941 -0.00022232430373302729 -6.8520168757199175e-05 0.00025849223166005689 -0.0002181006446335232 -0.00017669268302227095 0.00015831445844378324 0.00040182093944167723 1.6019970122294543e-05 -0.00035104683003737589 -0.00025348945215993902 -0.00023574553197249772 0.00041595234241950413 7.8830008973337484e-05 -4.2672741276166765e-05 0.00045616504120635394 0.00018721556020318532 -0.00020391564367205971 -0.0002018713852033182 0.0001467749655549757 0.00022831202809827337 -2.8895704467372464e-07
leaf_weight=31 195 23 23 27 25 31 22 21 30 24 21 21 24 27 25 24 23 20 38 25 22 31 36 23 25 35 27 34 29 2159
leaf_count=31 195 23 23 27 25 31 22 21 30 24 21 21 24 27 25 24 23 20 38 25 22 31 36 23 25 35 27 34 29 2159
internal_value=0 1.25469e-06 4.26808e-06 -3.7675e-05 2.17897e-06 3.21052e-06 -6.62849e-05 7.08728e-06 1.13622e-05 -4.92705e-05 7.62397e-06 9.4986e-05 3.18938e-06 1.92171e-06 3.77656e-06 2.27619e-06 5.99467e-05 -7.86309e-06 -1.16506e-06 6.00941e-05 0.000211542 -6.16055e-05 2.84344e-06 0.000151789 -9.23301e-07 1.33406e-06 -7.00541e-07 1.70602e-06 -5.12756e-07 2.74095e-06
internal_weight=0 3090 2868 222 2845 2820 149 2671 127 97 73 42 2650 2627 2600 2575 145 121 2430 101 45 56 2392 59 2333 2309 2284 2257 2223 2188
internal_count=3121 3090 2868 222 2845 2820 149 2671 127 97 73 42 2650 2627 2600 2575 145 121 2430 101 45 56 2392 59 2333 2309 2284 2257 2223 2188
is_linear=0
shrinkage=0.1


Tree=2716
num_leaves=31
num_cat=0
split_feature=12 130 1 1 33 1 3 1210 1 42 1 1185 457 0 0 1375 160 1375 43 1 1 1 43 3 1 43 1 1 51 1
split_gain=5.21068e-05 9.76481e-05 3.98618e-05 0.000628517 0.000322992 0.000134533 0.000302533 0.000147503 0.000161478 0.000537239 0.000192676 0.000149324 0.000116809 0.000214227 0.000114544 0.000109986 0.000124521 0.00010303 0.000124469 0.000228625 0.000222324 0.000155416 0.000145546 0.000142174 0.000187927 0.000168297 0.000146694 0.000136561 0.000143222 0.000183886
threshold=0.23631000000000002 -0.22461999999999996 0.091535000000000019 0.09202500000000001 -1.0000000180025095e-35 0.090740000000000015 -0.081164999999999987 -0.42132499999999995 0.089625000000000024 0.086135000000000003 0.089175000000000018 -0.091084999999999985 0.10487 -0.23001499999999997 -0.26609999999999995 0.093520000000000006 0.11205000000000002 -0.093609999999999985 -0.0095349999999999983 0.093890000000000015 0.096255000000000021 0.093700000000000019 -0.040344999999999992 -0.078084999999999988 0.10254500000000001 -0.080954999999999985 0.10638500000000002 0.099195000000000019 -0.20636999999999997 0.107145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 7 -7 -3 10 -10 11 -9 13 -13 -6 16 17 -16 21 -20 -21 -19 23 -23 25 -25 -26 -22 -29 -30
right_child=-2 2 3 4 14 6 -8 8 9 -11 -12 12 -14 -15 15 -17 -18 18 19 20 27 22 -24 24 26 -27 -28 28 29 -31
leaf_value=0.00019045627626905186 -0.00014996063034983389 0.00027399224505643362 -0.00052232416346669201 0.00035793416451876208 -0.00022467782310923212 -6.4785805411900026e-05 0.00046700594466528859 -0.00025640589513138619 -0.00055266319442042995 7.4578815434102189e-05 0.00030025690397120675 0.00027417520715971477 -0.0001727455685795576 4.7429288096648325e-06 -0.00022393791997191411 -0.00023990345041966069 0.00017946875977846352 -0.00025213275108729828 0.00035377246791713768 -0.00023356518960843624 0.00027304053124364304 -0.00010779962043177825 -0.00026481196230937107 0.00041263281947023989 -0.00024390941718593239 6.1499430627848662e-05 1.4867619183397917e-05 0.00027586288550602542 -0.0001079162923451804 5.1907479160354524e-05
leaf_weight=27 23 20 24 24 25 23 20 22 22 36 22 30 36 1808 22 20 36 33 21 33 23 107 24 21 25 39 177 21 100 257
leaf_count=27 23 20 24 24 25 23 20 22 22 36 22 30 36 1808 22 20 36 33 21 33 23 107 24 21 25 39 177 21 100 257
internal_value=0 1.11332e-06 -5.51369e-07 -1.65656e-05 -4.52377e-06 7.55394e-06 0.000182559 3.78379e-06 1.04889e-06 -0.000163341 6.02e-06 2.60586e-06 5.64655e-06 9.14063e-06 -1.33642e-05 -7.85551e-06 -2.91307e-06 -1.01841e-05 -4.84632e-06 3.15236e-05 1.59309e-05 -4.36921e-05 -2.61894e-05 -1.06693e-05 2.89985e-05 0.000184396 -1.71592e-05 3.6463e-05 2.2068e-05 7.13892e-06
internal_weight=0 3098 3071 1032 1008 2039 43 1996 1976 58 1918 1896 1874 1838 984 959 939 903 881 455 434 426 393 369 262 60 202 401 378 357
internal_count=3121 3098 3071 1032 1008 2039 43 1996 1976 58 1918 1896 1874 1838 984 959 939 903 881 455 434 426 393 369 262 60 202 401 378 357
is_linear=0
shrinkage=0.1


Tree=2717
num_leaves=31
num_cat=0
split_feature=33 12 4 484 475 150 157 484 15 16 133 15 16 9 11 456 1420 1429 157 2 43 1 52 12 1429 475 472 50 1 50
split_gain=5.72963e-05 4.30628e-05 8.62979e-05 3.74732e-05 0.000283826 0.000456314 0.000189235 0.000160608 0.000121648 0.000220259 0.000186399 0.000107022 8.06618e-05 5.53123e-05 0.000116699 5.612e-05 5.64251e-05 8.60872e-05 0.000272967 0.000407255 0.000278655 0.000259895 0.000108382 0.000139898 8.56426e-05 6.8038e-05 0.000160821 8.58827e-05 0.000327635 8.77188e-05
threshold=-0.009184999999999997 0.23631000000000002 0.63113500000000011 0.085790000000000019 -0.085774999999999976 0.10874500000000002 -0.087424999999999989 0.085435000000000025 -0.067579999999999987 0.066275000000000014 0.086085000000000009 0.093115000000000017 -0.008904999999999998 0.088235000000000022 0.077695000000000014 -0.091084999999999985 -0.08341999999999998 -0.0065149999999999991 -0.04831499999999999 0.10060500000000001 -0.074974999999999986 0.10293500000000001 -0.55692499999999978 0.083985000000000018 0.085185000000000011 -0.24431999999999998 -0.080779999999999977 0.13767000000000004 0.099990000000000009 0.13120500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 6 -6 13 10 11 -8 12 -10 15 -15 -2 24 18 21 20 -20 -18 23 -19 -17 -24 -27 29 -29 -28
right_child=1 -3 -4 4 5 -7 8 -9 9 -11 -12 -13 -14 14 -16 16 17 22 19 -21 -22 -23 25 -25 -26 26 27 28 -30 -31
leaf_value=-0.00013527413764442768 0.00013646613160138562 -0.00013496457898366752 0.00018037041941338598 -0.00033011114543930086 -0.00029305770790065606 0.00045872192655224361 1.3021694707910655e-05 0.00027994828817013302 -7.423332389143687e-05 0.00030602460010413783 -0.00026737168573654841 -0.00020668524593929762 0.00014187415942778432 0.00025075339526490727 -7.0546983636177174e-05 0.00025636519782156462 -4.7723410443722972e-05 -2.6324892002906256e-05 0.00010954318321031072 0.00038086157285800693 -0.00041201266263669829 -0.00052356366861865599 -0.00014671455551251711 0.00033451878777916797 -3.277746172898333e-05 0.00022636390696730344 -3.0152056609648215e-06 -0.00044021614652592686 0.00010780945867736592 0.00013645168439087803
leaf_weight=31 30 23 27 29 26 20 66 21 31 28 37 22 39 26 20 21 24 21 21 23 20 22 32 22 20 31 2298 20 24 46
leaf_count=31 30 23 27 29 26 20 66 21 31 28 37 22 39 26 20 21 24 21 21 23 20 22 32 22 20 31 2298 20 24 46
internal_value=0 1.35712e-06 2.37942e-06 7.98581e-07 -3.28796e-05 -8.36096e-07 -3.77484e-05 4.45872e-06 -7.98138e-06 6.04456e-05 -8.77021e-05 -1.42958e-05 4.61694e-05 2.33256e-06 0.000111058 4.62899e-07 -1.07967e-06 -2.91238e-06 -8.9489e-05 4.4062e-05 -0.000144874 -0.000275299 9.06153e-07 0.000158293 0.00011532 -1.85502e-06 6.12733e-08 -2.87649e-06 -0.000141293 -2.78227e-07
internal_weight=0 3090 3067 3040 298 269 249 2742 223 120 103 92 70 2721 46 2675 2645 2604 110 64 41 46 2494 43 41 2451 2419 2388 44 2344
internal_count=3121 3090 3067 3040 298 269 249 2742 223 120 103 92 70 2721 46 2675 2645 2604 110 64 41 46 2494 43 41 2451 2419 2388 44 2344
is_linear=0
shrinkage=0.1


Tree=2718
num_leaves=31
num_cat=0
split_feature=33 130 10 0 40 10 4 106 31 45 142 15 4 3 147 1 447 0 1426 1348 3 13 52 1446 150 150 12 133 160 16
split_gain=4.641e-05 3.85573e-05 6.76693e-05 7.80921e-05 7.33404e-05 8.25762e-05 0.000605196 0.000436984 7.34267e-05 4.66898e-05 4.55314e-05 4.84744e-05 0.000134144 5.70592e-05 5.32008e-05 0.000134062 6.11826e-05 6.34219e-05 6.05549e-05 8.94253e-05 5.88433e-05 0.000134878 7.65875e-05 6.67484e-05 6.00688e-05 0.000130475 0.000468844 0.000716304 0.000118275 8.03535e-05
threshold=-0.009184999999999997 -0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 -0.0087699999999999983 0.053180000000000012 0.085275000000000004 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 -0.56020999999999987 0.53859500000000016 0.31534000000000006 0.093875000000000014 0.10658000000000002 0.090460000000000013 -0.24955499999999997 -0.094284999999999994 0.085630000000000012 0.14121000000000003 -0.17933499999999997 -0.063789999999999986 0.11655500000000001 0.11213000000000002 0.096430000000000002 0.083715000000000026 0.08622500000000001 -0.073679999999999982 -0.0087049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 -6 -7 10 -10 -12 13 14 16 -16 17 -13 -19 20 21 -20 -22 24 25 29 -27 -28 -26 -23
right_child=1 2 4 -5 5 8 -8 -9 9 -11 11 12 -14 -15 15 -17 -18 18 19 -21 22 23 -24 -25 28 26 27 -29 -30 -31
leaf_value=-0.00012174673301483235 -0.00013717614521738142 -4.9514658929270118e-06 -0.00018583502076667392 0.00027115141909234808 -0.00046694105309473929 -0.00014505045426111402 0.00039300088530198039 0.00016334329102392077 0.00014537822938688225 -0.00011413226643136503 -0.00015417312864883571 0.00017943295639270219 0.00022815325232491328 -0.00012512675325019194 -0.00029922381652795597 4.8132037773029881e-05 0.00016946768750627104 0.00016224832582773397 -0.00024239756793300012 -0.00019286735744875234 -2.8287067068179442e-05 1.4614580536131827e-05 0.00019222817079733229 -0.00014042789689759074 1.9060503895948266e-05 0.0005239837485450236 0.00030313956794998377 -0.000396247670869343 -0.00026249960908899085 -2.3987961269310569e-05
leaf_weight=31 20 21 21 20 22 35 38 22 22 35 20 20 26 36 20 25 22 23 23 24 28 1519 36 33 37 22 32 27 25 836
leaf_count=31 20 21 21 20 22 35 38 22 22 35 20 20 26 36 20 25 22 23 23 24 28 1519 36 33 37 22 32 27 25 836
internal_value=0 1.2214e-06 2.12301e-06 0.000129733 3.95706e-07 1.69585e-06 0.000100669 -0.000151799 -1.07784e-06 6.65172e-07 2.072e-06 9.59534e-07 2.06211e-06 -4.6342e-08 1.58988e-06 -0.000106248 3.38254e-06 2.02169e-06 6.90277e-07 -7.16171e-07 1.04534e-06 -1.32791e-06 9.57528e-05 8.62766e-07 2.7293e-06 5.20322e-06 0.000129993 -1.6919e-05 -9.44718e-05 9.11088e-07
internal_weight=0 3090 3070 41 3029 3008 82 44 2926 2891 2856 2834 2814 2788 2752 45 2707 2685 2665 2642 2618 2554 64 2531 2498 2436 81 59 62 2355
internal_count=3121 3090 3070 41 3029 3008 82 44 2926 2891 2856 2834 2814 2788 2752 45 2707 2685 2665 2642 2618 2554 64 2531 2498 2436 81 59 62 2355
is_linear=0
shrinkage=0.1


Tree=2719
num_leaves=31
num_cat=0
split_feature=3 3 1209 1209 3 1211 1211 1213 1213 133 403 1375 0 13 1213 2 131 131 131 3 15 403 3 1210 160 402 481 3 1456 43
split_gain=3.86849e-05 0.000282939 0.000149188 0.000352893 0.000231625 0.000166271 0.000170295 0.000137763 0.000255074 0.000193803 0.000134003 0.000122345 0.000104855 0.000305048 0.000110802 0.000278996 9.37136e-05 0.000188115 0.000203398 0.000172802 0.000373664 0.000279414 0.000220666 0.000172401 0.00013313 9.04845e-05 0.000167742 0.000294472 0.000137394 0.000261963
threshold=-0.082234999999999989 -0.082094999999999987 -0.087199999999999986 -0.067109999999999989 -0.082334999999999978 0.11048500000000001 0.090815000000000021 0.10210000000000001 0.14530000000000001 -0.040449999999999993 -0.5335399999999999 0.086520000000000014 0.10455500000000001 -0.029529999999999997 0.0036000000000000003 0.089320000000000024 0.10370500000000001 0.091295000000000015 0.089305000000000009 -0.083784999999999984 -0.015039999999999998 -0.083919999999999981 -0.084074999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11174500000000002 -0.086484999999999992 -0.086424999999999988 0.085790000000000019 -0.084794999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 11 10 -9 -10 -3 16 14 -14 -12 -16 17 18 19 22 24 -22 25 -19 -21 26 27 -5 -28 -30
right_child=1 7 3 4 -6 -7 -8 8 9 -11 12 -13 13 -15 15 -17 -18 23 -20 20 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.00025982793692188959 -0.00032509549364476701 -0.0002196969903889112 -0.00040861839894205335 -5.9506588361273326e-05 0.00031609767605550589 0.00025429843539044399 -0.0002859796236589318 0.00043518788908841088 0.00021267570751344625 -0.00019784189947961791 3.2120033580921991e-06 0.0002534935092990054 -0.00043928538895367339 6.1164500020195509e-05 -0.00035761131941148178 7.7364627007530857e-05 9.8963876318691746e-05 -2.8977697625772895e-05 0.00029903748275145241 -6.2326303385715516e-05 -4.4338834162897849e-05 -0.00046142963094300489 0.0003412541424768279 -0.00040305781645160599 0.00026507234119692487 -0.00015220416884403678 1.1739410130817753e-05 0.00048314619372831659 5.2942915893557565e-05 -0.0004370905921678059
leaf_weight=24 28 30 20 20 25 27 20 20 23 23 1535 20 21 29 29 30 96 28 23 27 29 36 20 22 23 35 794 20 24 20
leaf_count=24 28 30 20 20 25 27 20 20 23 23 1535 20 21 29 29 30 96 28 23 27 29 36 20 22 23 35 794 20 24 20
internal_value=0 -9.73939e-06 1.27267e-05 8.26438e-06 1.46339e-05 8.76424e-06 3.49023e-06 -4.66469e-06 0.000137044 7.4169e-06 -1.02518e-05 8.17043e-06 -6.4298e-06 -0.000149024 -1.95694e-06 -0.000136437 4.13882e-06 -3.98179e-06 4.86934e-06 -1.58664e-06 -0.000117247 -0.000275343 1.26695e-05 -0.000193573 8.82771e-05 5.47158e-06 1.17571e-05 0.00021182 2.20753e-06 -0.0001698
internal_weight=0 1768 1353 1329 1309 1284 1257 1740 66 46 1674 1237 1644 50 1594 59 1217 1121 1071 1048 115 65 933 50 50 913 878 40 838 44
internal_count=3121 1768 1353 1329 1309 1284 1257 1740 66 46 1674 1237 1644 50 1594 59 1217 1121 1071 1048 115 65 933 50 50 913 878 40 838 44
is_linear=0
shrinkage=0.1


Tree=2720
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 33 49 3 2 12 2 4 1447 1447 42 160 4 402 2 1 1213 1212 403 1447 1447 43 130 401 42 12 3
split_gain=3.66874e-05 0.00101416 0.000594991 0.000174216 3.70651e-05 3.5175e-05 7.90321e-05 7.40025e-05 5.92089e-05 4.41142e-05 4.59598e-05 3.42982e-05 0.000261885 0.000175378 0.000177468 0.000136549 7.03811e-05 0.000363096 0.000780721 0.000457398 0.000175024 0.000149799 5.86491e-05 5.71661e-05 5.36379e-05 8.68432e-05 7.32008e-05 0.00030788 7.69296e-05 9.85141e-05
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.012019999999999998 0.10211000000000002 -0.042499999999999989 0.097385000000000013 0.10016000000000001 0.085235000000000019 -0.085034999999999986 -0.085804999999999979 -0.086359999999999978 0.087665000000000007 -0.090764999999999985 -0.015624999999999998 0.10874500000000002 0.084055000000000005 0.090540000000000023 -0.083944999999999978 -0.16927999999999996 -0.55276999999999987 -0.084334999999999979 -0.083214999999999983 -0.53814999999999991 -0.22699999999999995 0.10022000000000002 0.087505000000000013 0.13043000000000002 -0.049509999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -4 6 7 8 9 10 -1 12 13 14 -6 -16 21 18 -18 20 -19 -13 -23 -24 -25 -26 28 -28 -27 -30
right_child=2 -3 4 -5 11 -7 -8 -9 -10 -11 -12 16 -14 -15 15 -17 17 19 -20 -21 -22 22 23 24 25 26 27 -29 29 -31
leaf_value=5.8773360797204079e-05 -0.0005210520771056922 0.00066766419964235115 -0.00011351472322920536 -0.00031392710734508001 -0.00026417318239020042 0.00012238747382070869 -0.00019413825406941628 0.00016946180191249976 -0.00017107981263755144 9.3552055937164516e-05 -0.00013437183214201859 -0.00026521679953605469 -0.00034590843230641139 0.00025757786982770389 -0.00011843529113241897 0.00021606155198521896 0.00066733610997639174 -6.9387620048170595e-05 -0.00013248968348109527 -0.00034841803599192648 0.00029568776819422935 0.00013966798451879332 -0.00015231922552629842 0.0001484962157046539 -0.00018801717233145611 2.9561804718194228e-06 8.6007012249601471e-05 -0.00040990180942961687 0.00028656733113827863 1.1676769508994768e-05
leaf_weight=22 22 23 28 20 26 20 22 24 22 38 28 21 24 24 23 26 26 24 23 32 29 31 24 25 24 2364 31 21 22 32
leaf_count=22 22 23 28 20 26 20 22 24 22 38 28 21 24 24 23 26 26 24 23 32 29 31 24 25 24 2364 31 21 22 32
internal_value=0 3.94674e-05 -2.97841e-06 -3.42496e-05 9.79096e-07 -2.46809e-06 -1.84752e-05 1.0365e-05 -2.4347e-05 1.23361e-05 -4.93879e-05 2.10316e-06 -4.95516e-05 2.22925e-05 -5.29989e-05 5.90528e-05 4.43131e-06 7.51025e-05 0.000291908 -4.98792e-05 0.000130371 7.82009e-07 2.95216e-06 1.28555e-06 2.74904e-06 1.28806e-06 3.12746e-06 -0.000114264 5.65201e-06 0.000123669
internal_weight=0 219 2902 196 2880 176 156 134 110 88 50 2852 123 99 75 49 2729 134 49 85 53 2595 2574 2543 2519 2494 2470 52 2418 54
internal_count=3121 219 2902 196 2880 176 156 134 110 88 50 2852 123 99 75 49 2729 134 49 85 53 2595 2574 2543 2519 2494 2470 52 2418 54
is_linear=0
shrinkage=0.1


Tree=2721
num_leaves=31
num_cat=0
split_feature=401 401 402 1210 1204 1203 132 1185 1203 401 2 16 1209 402 1209 1213 1213 1213 1213 1213 1213 2 4 52 1213 1213 1210 2 1209 1447
split_gain=3.60815e-05 9.17514e-05 8.7215e-05 8.57303e-05 4.29661e-05 7.19255e-05 3.86134e-05 0.000209912 0.000138743 4.45984e-05 0.000164697 0.000193614 0.000118736 0.000433915 0.000156707 5.13811e-05 0.000148893 0.000122756 0.000157496 9.53219e-05 0.000101076 8.67838e-05 0.000136748 0.00010947 8.40381e-05 0.000148107 9.09033e-05 0.000165452 5.81182e-05 4.86424e-05
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.058775000000000008 -1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11769000000000002 0.097845000000000015 -0.082179999999999989 -0.084519999999999984 -0.0078149999999999973 -0.069599999999999981 -0.09411499999999999 -0.088159999999999974 -0.086179999999999993 -0.082414999999999974 -0.07797999999999998 -0.061914999999999991 0.081135000000000013 -0.082349999999999993 0.047850000000000011 -0.020279999999999996 -0.0038499999999999997 -0.00046999999999999993 0.084755000000000011 0.091045000000000001 -0.086279999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 8 -8 -7 12 11 -11 13 -9 -14 21 -17 -18 -19 -20 -21 -16 -23 -24 -22 -26 27 -27 29 -28
right_child=1 2 3 -5 -6 6 7 9 -10 10 -12 -13 14 -15 15 16 17 18 19 20 24 22 23 -25 25 26 28 -29 -30 -31
leaf_value=0.00013388474908424542 -0.00019985098180135856 0.00016231896749531824 0.00016078028794644134 -0.00020748686001752505 -0.00013900537709229287 -1.4512061001552123e-05 0.00031768904937919053 9.1236772520157197e-05 -0.00029304617361049169 0.00041229431143230091 -0.00014331152974178125 -3.4816834765175979e-06 0.00026701900298410858 -0.00050143910626675712 -9.0901128728378193e-05 -0.00023750733924788182 0.0001963448039048437 -0.00023162327745618924 0.00016517673532636016 -0.0001674458352460312 0.00016830839068179243 0.00030596409041506312 0.00021392815702018283 -7.0565458123670197e-05 -0.00027393566859245771 -5.4571719956584275e-05 -7.1670304073210753e-05 0.00035218561315559783 -0.000161421621716885 1.4516130083086668e-06
leaf_weight=20 23 33 28 20 22 169 21 30 20 21 22 24 22 21 27 27 31 30 34 37 29 26 21 38 20 20 95 20 23 2147
leaf_count=20 23 33 28 20 22 169 21 30 20 21 22 24 22 21 27 27 31 30 34 37 29 26 21 38 20 20 95 20 23 2147
internal_value=0 -8.63492e-07 6.23419e-07 -1.12895e-06 2.35403e-07 1.25548e-06 -2.45928e-07 2.7214e-06 -4.39866e-05 3.29243e-07 8.09219e-05 0.000190547 -1.67213e-06 -0.000152806 1.23978e-06 -9.87699e-07 -3.94129e-06 -1.40457e-06 -3.90161e-06 -1.08443e-06 -3.44866e-06 6.52834e-05 0.000114895 3.0695e-05 -8.70967e-07 -2.98116e-06 -6.30145e-07 0.000148807 -3.26921e-06 -1.64677e-06
internal_weight=0 3101 3078 3045 3025 3003 2975 2786 189 2765 67 45 2698 51 2647 2625 2513 2486 2455 2425 2391 112 85 59 2354 2325 2305 40 2265 2242
internal_count=3121 3101 3078 3045 3025 3003 2975 2786 189 2765 67 45 2698 51 2647 2625 2513 2486 2455 2425 2391 112 85 59 2354 2325 2305 40 2265 2242
is_linear=0
shrinkage=0.1


Tree=2722
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 15 15 15 402 1213 43 1213 1455 43 43 133 402 13 13 0 0 160 43 42 15 160 4 1210 15 43 0
split_gain=3.54801e-05 0.000993021 0.000548972 0.000190468 3.60297e-05 0.000258948 0.000197828 0.000169118 0.000159377 0.000145477 0.000136895 0.000105297 0.000106348 0.000186153 0.000471554 0.000296647 0.000133474 0.000275921 0.000226496 0.000576947 0.000137763 0.000130138 0.000157215 0.000130909 0.000108439 0.000134721 9.75315e-05 0.000504517 0.000267288 0.000508482
threshold=-0.083284999999999984 0.10022000000000002 0.12679500000000002 0.089480000000000018 0.089740000000000014 0.090325000000000003 0.089485000000000023 0.14968500000000004 -0.082994999999999985 -0.25681499999999996 -0.16396999999999998 -0.065979999999999983 0.15359500000000004 0.055925000000000009 0.51314000000000015 -0.40883999999999993 -0.082014999999999991 -0.079969999999999986 -0.097734999999999989 -0.081894999999999982 0.069910000000000014 -0.079734999999999986 0.090690000000000007 0.092145000000000019 -0.33012999999999998 -0.078629999999999992 -0.063274999999999984 0.087575000000000014 -0.0047449999999999992 -0.082724999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 -6 26 8 10 -10 -7 -11 13 15 -15 -13 18 -18 -17 -20 21 22 -19 -23 -25 -26 27 28 29 -2
right_child=2 -3 -4 -5 5 7 -8 -9 9 11 -12 12 -14 14 -16 16 17 20 19 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=2.3408235157669908e-06 -0.00051095962009402806 0.00069266538724886717 -0.00052503469694784152 -0.00032313467469066384 0.00035216538033083734 2.0972930360585452e-05 -0.00029656456305098759 -0.00026868764349880316 -0.00024367590882795175 -0.00017298200790329639 0.00033655695977878559 -0.000358774421401904 -0.00014724364432368021 0.00046599966444773602 -0.00014772974178153424 -7.7241007005795847e-05 -0.0003341459978731688 3.3840288268125036e-05 0.00065914686499375175 -7.3645825770134784e-05 -0.00018676710787985941 0.00024077701989723288 0.00042559470348351174 -0.00022026381762274964 -0.00016849742436394222 9.8076282634532885e-05 -6.4692695707695663e-06 0.00051847558246332812 0.00020543106203309866 0.00010154707856462197
leaf_weight=178 23 21 20 20 23 27 23 21 23 28 28 20 32 31 21 25 22 21 22 21 24 23 20 22 26 70 2197 22 34 33
leaf_count=178 23 21 20 20 23 27 23 21 23 28 28 20 32 31 21 25 22 21 22 21 24 23 20 22 26 70 2197 22 34 33
internal_value=0 3.88125e-05 -2.929e-06 -3.05355e-05 6.94216e-07 2.37175e-05 -4.73579e-06 9.38292e-06 2.09234e-05 1.32455e-06 0.000181634 1.44905e-05 2.76135e-05 4.28185e-05 0.000218147 1.39669e-05 3.91521e-05 2.47979e-06 0.000162112 0.000301271 3.84301e-05 6.81265e-05 0.00022494 2.25282e-05 -2.00118e-05 2.58792e-05 -1.82888e-06 8.91973e-05 -1.57374e-05 -0.000150018
internal_weight=0 219 2902 198 2882 550 2332 527 506 451 55 428 400 368 52 316 296 228 68 43 206 182 41 141 118 96 2309 112 90 56
internal_count=3121 219 2902 198 2882 550 2332 527 506 451 55 428 400 368 52 316 296 228 68 43 206 182 41 141 118 96 2309 112 90 56
is_linear=0
shrinkage=0.1


Tree=2723
num_leaves=31
num_cat=0
split_feature=1365 1375 457 0 1375 456 1371 151 150 148 43 151 151 15 13 401 401 482 158 158 43 484 4 15 43 12 16 16 129 133
split_gain=3.29011e-05 3.72669e-05 0.000102835 0.000122176 7.11604e-05 5.64081e-05 8.54886e-05 6.6519e-05 9.13156e-05 6.48491e-05 6.35298e-05 0.000258146 0.000250084 0.000593444 0.00013488 0.000114131 0.00013018 9.7985e-05 0.000223555 0.00018791 8.68494e-05 8.54605e-05 8.12495e-05 0.00012024 0.000101492 0.000117756 0.000144724 0.000121124 0.000108294 0.000117749
threshold=0.087370000000000017 0.08517000000000001 -0.107555 -0.089604999999999976 0.084145000000000011 -0.11319999999999998 0.086910000000000015 0.13340000000000005 0.12706500000000001 1.0000000180025095e-35 -0.085594999999999991 -0.5225749999999999 -0.09693499999999998 -0.026084999999999994 0.11596500000000001 0.11769000000000002 0.090205000000000021 0.090355000000000005 0.10667500000000002 0.090905000000000014 -0.085154999999999995 -0.077774999999999983 0.10637500000000001 -0.12563999999999997 -0.088704999999999992 0.10832500000000002 -0.097644999999999996 -1.0000000180025095e-35 0.090540000000000023 0.090665000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 7 8 9 10 12 -12 13 -7 20 16 17 18 19 21 -13 -14 24 -24 25 26 -23 -27 29 -28
right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 11 14 15 -15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 27 28 -29 -30 -31
leaf_value=-0.00016007145823095927 9.9320744277175621e-05 0.00011178498161430269 -0.0003241140486683104 -2.6532283369011276e-05 0.00018419018022194949 -0.00012246255902573469 0.00018861437141216205 -0.0001782276000345259 0.0001869585368555048 -0.00014514594049064872 -0.00035633200151053085 -0.00019572532352564546 0.00013726035415727113 0.00054237857854379148 0.00024230301083166112 0.00023739689592427264 -0.00022302657528780402 0.00021241161184266472 -0.00029628799226581276 0.00029538141679950062 -4.4615495798011618e-06 0.00030998905480373652 5.1471415220779217e-05 -0.00023913827387981917 -0.00015404106745596177 -0.00030685575766256081 -5.6101738808802258e-06 4.1172477940563114e-05 -0.0001669464175065514 0.00015199213892652839
leaf_weight=22 33 23 22 37 21 25 24 21 26 31 21 24 42 29 22 21 25 23 24 23 2201 20 24 35 35 20 126 20 25 76
leaf_count=22 33 23 22 37 21 25 24 21 26 31 21 24 42 29 22 21 25 23 24 23 2201 20 24 35 35 20 126 20 25 76
internal_value=0 -1.06139e-06 -6.7575e-05 -0.000137495 7.53014e-07 -5.37498e-07 6.47027e-07 -8.87923e-07 3.88339e-07 -1.28899e-06 2.69758e-07 -7.3499e-06 2.94121e-05 0.000234582 -4.08839e-06 8.85704e-06 -4.08087e-07 1.08809e-05 1.01874e-06 1.70173e-05 -6.52462e-06 1.88167e-06 -1.3042e-05 -0.000120924 6.72527e-06 2.63309e-05 5.21079e-05 -0.000132842 2.9387e-05 5.36857e-05
internal_weight=0 3088 82 59 3006 2985 2963 2939 2918 2892 2861 2268 593 54 2247 539 518 493 470 446 2225 423 381 59 322 287 247 40 227 202
internal_count=3121 3088 82 59 3006 2985 2963 2939 2918 2892 2861 2268 593 54 2247 539 518 493 470 446 2225 423 381 59 322 287 247 40 227 202
is_linear=0
shrinkage=0.1


Tree=2724
num_leaves=31
num_cat=0
split_feature=12 130 10 1 0 33 1 43 42 2 2 4 12 2 49 43 43 12 0 4 401 43 1372 43 12 43 1366 13 2 13
split_gain=3.52118e-05 0.000101496 3.8326e-05 0.000247444 0.000157672 8.49228e-05 6.76546e-05 3.66869e-05 0.000112146 0.000211545 0.00039332 0.000114089 0.00010534 0.00010115 0.000193061 9.53526e-05 0.000171443 0.000154781 0.000292288 0.000167506 0.000144437 8.65147e-05 0.000293919 0.00025507 9.65052e-05 0.000117717 8.94311e-05 9.58996e-05 7.97705e-05 6.65768e-05
threshold=0.23631000000000002 -0.22562499999999999 -0.011559999999999999 0.093400000000000025 -0.098289999999999975 -1.0000000180025095e-35 0.13842500000000005 -0.088704999999999992 0.087745000000000004 0.10584500000000001 0.093175000000000022 0.10637500000000001 0.088045000000000012 0.10912000000000001 0.091115000000000015 -0.14169499999999999 -0.09002499999999998 0.08401500000000002 -0.081784999999999983 -0.0096849999999999974 0.089045000000000013 -0.085739999999999997 -0.087494999999999976 -0.086304999999999979 0.084595000000000017 -0.087734999999999994 -0.078609999999999985 0.11596500000000001 0.089125000000000024 0.10591500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 -6 8 11 10 12 13 -10 14 15 20 17 -17 19 -19 -7 23 -23 24 -9 -26 -24 29 -20 -28
right_child=-2 2 5 4 6 7 -8 21 9 -11 -12 -13 -14 -15 -16 16 -18 18 28 -21 -22 22 26 -25 25 -27 27 -29 -30 -31
leaf_value=0.00020159074221737683 -0.00012327464709928988 -0.0003673213138383636 0.00017474362938238691 0.0002271381793980254 9.8690153278697005e-06 1.1008103318199848e-05 -0.00020637706081248799 0.00016796806542385771 -5.2144860753535546e-05 -0.00014262950900653475 0.00057961091792094524 -0.00016209146610307449 0.00021699602870145241 0.00019064664750570253 -0.00021691074143745937 -5.585642638834543e-05 -0.00017024332085963001 0.00060632461943896496 -6.8467438415672371e-05 0.00019705005121068098 -0.00027722567348973824 0.00037999016814865171 0.00020554077767883429 -0.00041669726488180459 -0.00026455327405572115 5.9644355011793475e-05 -7.2917722022603745e-06 0.00018052093449417346 0.00018744857632208595 -0.00017473041225457564
leaf_weight=25 23 21 28 25 39 133 23 21 33 24 20 39 26 31 36 32 22 20 29 20 20 20 20 20 21 24 2254 27 21 24
leaf_count=25 23 21 28 25 39 133 23 21 33 24 20 39 26 31 36 32 22 20 29 20 20 20 20 20 21 24 2254 27 21 24
internal_value=0 9.15212e-07 -7.17358e-07 -5.92322e-05 1.51342e-05 1.41404e-06 -7.03513e-05 -2.38403e-07 2.42591e-05 0.000117381 0.000196371 4.58699e-07 6.64596e-05 1.78748e-05 1.79092e-06 2.83002e-05 8.67055e-05 0.000133041 0.000200204 0.000401687 -2.66695e-05 -5.33742e-06 -1.72473e-06 -0.000103846 -9.0428e-06 -9.16479e-05 -5.0083e-06 -6.83519e-06 3.90173e-05 -9.05583e-06
internal_weight=0 3098 3073 108 87 2965 62 2937 506 103 79 403 59 364 333 297 144 122 90 40 153 2431 2345 86 66 45 2325 2305 50 2278
internal_count=3121 3098 3073 108 87 2965 62 2937 506 103 79 403 59 364 333 297 144 122 90 40 153 2431 2345 86 66 45 2325 2305 50 2278
is_linear=0
shrinkage=0.1


Tree=2725
num_leaves=31
num_cat=0
split_feature=33 120 40 12 133 148 147 447 147 483 158 1446 483 158 2 1453 10 16 16 1212 1212 1212 42 42 0 16 1209 43 1209 16
split_gain=3.98806e-05 3.33706e-05 6.43481e-05 4.6032e-05 0.000103215 8.04745e-05 4.32416e-05 0.000104054 6.32127e-05 7.99265e-05 4.9295e-05 0.000190054 0.000121849 0.000110761 0.000105713 0.000138866 9.18027e-05 0.000479553 0.000304024 4.9526e-05 0.000174812 0.000100743 7.7606e-05 7.82713e-05 7.16955e-05 0.000187108 7.08535e-05 0.000242538 0.000444572 0.000144198
threshold=-0.012019999999999998 0.09852000000000001 -0.24134999999999998 0.12757000000000002 0.017095000000000003 0.10530000000000002 0.097985000000000017 0.09290000000000001 0.090335000000000013 -0.47181499999999993 0.10380000000000002 0.086550000000000002 -0.096724999999999992 0.107145 0.10444500000000002 -1.0000000180025095e-35 -0.0093599999999999985 -0.056919999999999991 -0.11118499999999999 0.087490000000000012 0.088215000000000016 0.086680000000000021 0.09858500000000002 0.087885000000000019 -0.080434999999999993 -0.077074999999999991 0.082105000000000011 0.0034250000000000005 0.089440000000000006 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 8 9 -4 16 12 -12 -14 15 -15 17 18 -11 21 -21 26 23 24 -22 -26 -18 28 -28 -30
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 11 -13 13 14 -16 -17 19 -19 -20 20 22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00011880773308803327 0.00016859171572951195 -0.00012164599535357081 0.00018804778987744256 -0.0002175269168947125 4.2665153464880749e-05 0.00019752208228228916 -0.00010942175358650275 0.00021905380457279866 -0.0001328262969738197 0.00010519361760944938 -0.00023521861105109564 -0.00031248741709077876 -0.000149758664338151 0.00019410453565358004 0.000287321669056837 -9.1822594993395688e-05 -5.7567386501087807e-06 0.00037031940713253187 -0.00036555371119428187 0.00032664248778019106 8.1586522951097737e-05 -0.0002274039016629104 0.00014639441525594941 -0.00013677676715336643 -0.00026211602302142776 9.4249566866304072e-05 0.00053978250507498167 -0.00023352566015091725 -0.0001571156112563417 0.00015242870534647786
leaf_weight=28 23 22 23 30 31 21 35 22 35 34 20 24 26 29 20 41 2227 39 23 20 88 20 39 38 26 34 22 20 27 34
leaf_count=28 23 22 23 30 31 21 35 22 35 34 20 24 26 29 20 41 2227 39 23 20 88 20 39 38 26 34 22 20 27 34
internal_value=0 1.07554e-06 1.95469e-06 6.97258e-07 -8.52982e-05 2.45344e-06 1.07231e-06 2.39175e-06 7.53195e-07 2.37995e-06 8.821e-07 -5.30441e-05 -7.25999e-06 3.20432e-05 8.45638e-05 2.66329e-05 4.08841e-06 0.000100118 -8.47571e-05 5.35884e-07 4.33216e-05 -3.92476e-06 1.81375e-05 -8.75502e-06 2.41154e-05 -6.01755e-05 -2.00648e-06 7.90792e-05 0.000154406 1.54173e-05
internal_weight=0 3093 3071 3048 61 2987 2966 2931 2909 2874 2851 160 136 116 90 70 2691 96 57 2595 245 2350 225 186 148 60 2330 103 83 61
internal_count=3121 3093 3071 3048 61 2987 2966 2931 2909 2874 2851 160 136 116 90 70 2691 96 57 2595 245 2350 225 186 148 60 2330 103 83 61
is_linear=0
shrinkage=0.1


Tree=2726
num_leaves=31
num_cat=0
split_feature=130 121 33 39 39 132 1203 1185 50 12 12 155 16 50 155 155 49 3 16 4 47 1 16 2 48 16 13 157 157 16
split_gain=3.36356e-05 7.02354e-05 4.82365e-05 3.22417e-05 5.88057e-05 5.34598e-05 0.000925216 0.000514118 0.000217926 6.78288e-05 3.37465e-05 3.1488e-05 4.56099e-05 0.000178423 0.000133174 5.80018e-05 5.27817e-05 4.2401e-05 0.000125432 0.000488452 0.000337698 0.000571008 0.000297719 0.000276639 0.000147166 0.000253693 0.000119678 0.000105532 0.000270056 0.000136163
threshold=-0.23647499999999996 -0.088279999999999983 -0.012019999999999998 -0.083889999999999978 -0.020804999999999994 -0.083284999999999984 0.089165000000000008 -0.087384999999999977 0.10022000000000002 0.110195 0.095175000000000023 0.14547000000000002 0.62682500000000008 -0.23771499999999998 0.11854500000000001 0.10626500000000001 0.084620000000000015 -1.0000000180025095e-35 -0.056919999999999991 0.053180000000000012 0.092165000000000011 0.11103500000000001 -0.083134999999999987 0.083995000000000014 0.089670000000000014 -0.15241499999999997 -0.16152999999999998 -0.071119999999999989 -0.0045449999999999996 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 8 -7 9 10 -6 12 14 -14 15 17 -17 26 20 23 22 -22 24 -20 25 -19 -9 -25 -29 -30
right_child=1 2 3 4 5 7 -8 11 -10 -11 -12 -13 13 -15 -16 16 -18 18 19 -21 21 -23 -24 27 -26 -27 -28 28 29 -31
leaf_value=-0.0001292672782437876 0.0001677698510056871 -0.00013359659742154354 0.00012720607235678472 -0.00013502320323368621 1.5561556860380472e-06 -0.00050761143444105988 0.00064852091739379361 -0.00024746658356889384 -0.00033535093381942716 0.00013339100114535541 -0.00013946273698820733 9.8326432767366492e-05 0.00012517571914941072 -0.00021705036475069416 0.00023177508410299197 -0.00022355278964493087 -1.9094280322037994e-06 -2.1666143870139163e-05 -0.00033193481457374221 0.00042892363404722087 -0.00066198147884279036 1.5171669987136158e-05 0.00035238331043661609 -6.6472011513258442e-05 -0.00018457841076219162 0.00033065236359834676 -1.7056151709697083e-06 0.00042318011375913476 0.00017423427364685103 -0.0001069858448317973
leaf_weight=20 25 27 20 32 112 20 23 20 20 37 20 33 25 39 25 22 21 112 20 35 20 33 27 41 36 25 2139 23 33 36
leaf_count=20 25 27 20 32 112 20 23 20 20 37 20 33 25 39 25 22 21 112 20 35 20 33 27 41 36 25 2139 23 33 36
internal_value=0 8.33716e-07 -5.23047e-07 6.55367e-07 -1.80226e-07 1.25954e-06 4.96673e-05 -2.42536e-06 -2.32091e-05 1.37308e-05 -1.98103e-05 1.22879e-06 5.59402e-08 -8.33683e-05 2.05712e-06 -1.15769e-07 -0.000115308 1.78934e-06 3.00452e-05 9.19131e-05 -1.59278e-05 -0.000240358 4.35461e-05 1.48192e-05 -4.65388e-06 4.26256e-05 -3.98223e-06 6.69626e-05 0.000126428 2.75107e-05
internal_weight=0 3101 3076 3049 3029 2997 212 2785 189 169 132 2765 2732 64 2668 2643 43 2600 441 188 253 53 200 153 173 137 2159 133 92 69
internal_count=3121 3101 3076 3049 3029 2997 212 2785 189 169 132 2765 2732 64 2668 2643 43 2600 441 188 253 53 200 153 173 137 2159 133 92 69
is_linear=0
shrinkage=0.1


Tree=2727
num_leaves=31
num_cat=0
split_feature=12 130 10 1 1 33 13 132 1203 393 16 4 42 0 132 2 403 0 0 13 1429 1 13 0 3 31 2 0 4 475
split_gain=3.85936e-05 8.91997e-05 3.70258e-05 0.000251503 0.000156933 9.6704e-05 8.11401e-05 4.08028e-05 0.000222104 0.000219332 4.08003e-05 3.82507e-05 9.03613e-05 9.25318e-05 0.000128967 8.18827e-05 6.00798e-05 3.55427e-05 0.000104393 0.000101595 0.000164146 0.000189704 0.000161173 5.03828e-05 7.973e-05 4.23477e-05 5.45788e-05 5.43519e-05 4.03172e-05 0.000127851
threshold=0.23631000000000002 -0.22562499999999999 -0.010699999999999999 0.093400000000000025 0.10956 -1.0000000180025095e-35 -0.013634999999999998 -0.083449999999999983 0.089480000000000018 0.12679500000000002 -0.48836499999999994 -0.068329999999999988 -0.074124999999999983 -0.073309999999999986 -0.26631499999999991 0.085625000000000021 -0.089609999999999981 0.12358500000000001 0.10455500000000001 0.10002500000000002 -0.0065149999999999991 0.10234000000000001 -0.0072999999999999992 0.056435000000000006 0.42240500000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.010949999999999998 -0.15289999999999995 -0.011519999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 10 8 11 17 -6 15 -13 14 -14 16 -7 18 23 20 -19 22 -22 24 25 -9 27 -27 29 -28
right_child=-2 2 5 4 6 7 -8 9 -10 -11 -12 12 13 -15 -16 -17 -18 19 -20 -21 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.00018908562677097507 -0.0001290587189546584 -0.00036029757567038445 0.00019359954030033597 0.00026386171881313201 -8.0986700352999241e-05 0.00011217920429771767 -0.000218209740359314 -0.00011750972548422095 -0.00035941312264185397 0.00031767441555116834 9.6697410169456694e-05 0.00013523348951077259 8.8452047016173127e-05 -0.00025454571683076213 -0.00019284567154370183 0.00018928022383568954 -0.0001050892224053054 -0.00024644740638905203 -0.00018419636297391749 0.00023801986256633733 0.00012543192448132546 0.00029995257180758021 -0.00024704467893267671 0.00013891714608269887 -0.00019987244602816647 0.00023444851060048675 -8.6506671279652363e-05 1.3136448978912086e-06 -3.1281942502264658e-06 0.00011525545266035484
leaf_weight=25 23 22 26 20 24 20 21 30 20 22 28 22 39 25 28 26 35 20 31 24 26 25 21 26 20 20 46 20 2287 99
leaf_count=25 23 22 26 20 24 20 21 30 20 22 28 22 39 25 28 26 35 20 31 24 26 25 21 26 20 20 46 20 2287 99
internal_value=0 9.58142e-07 -5.72345e-07 -5.62423e-05 1.56847e-05 1.59197e-06 -5.2309e-05 -1.10687e-07 -4.20468e-05 3.20778e-06 1.46894e-05 -9.49645e-06 -4.68294e-05 -9.03662e-05 -2.91052e-05 4.30463e-05 -2.60825e-05 6.40704e-07 -1.79486e-06 5.479e-05 6.99085e-06 7.73904e-05 -4.09938e-05 4.24314e-07 -1.00345e-06 5.86233e-07 2.01944e-06 0.000117881 1.13817e-07 5.12482e-05
internal_weight=0 3098 3073 115 93 2958 73 2932 215 2717 52 195 114 92 67 81 55 2695 2579 116 92 72 47 2548 2522 2502 2472 40 2432 145
internal_count=3121 3098 3073 115 93 2958 73 2932 215 2717 52 195 114 92 67 81 55 2695 2579 116 92 72 47 2548 2522 2502 2472 40 2432 145
is_linear=0
shrinkage=0.1


Tree=2728
num_leaves=31
num_cat=0
split_feature=130 12 34 43 9 0 9 106 132 1186 132 1203 12 12 3 3 12 12 160 479 43 15 133 43 0 1447 1447 50 133 49
split_gain=3.59596e-05 6.5166e-05 3.88812e-05 0.000185098 0.00015389 0.000277312 9.5581e-05 7.6851e-05 3.47746e-05 0.000944758 0.000471674 0.000104584 3.44325e-05 6.94713e-05 4.36912e-05 4.7765e-05 3.3536e-05 0.000213921 0.000116148 0.00014743 0.00010591 0.000288284 0.000540782 0.000155316 0.000113252 0.000104874 0.000187797 0.000113611 0.000334074 0.000144646
threshold=-0.23647499999999996 0.23631000000000002 -0.057544999999999992 -1.0000000180025095e-35 0.091905000000000014 1.0000000180025095e-35 0.082870000000000013 0.085275000000000004 -0.083284999999999984 0.0044650000000000011 -0.076764999999999986 0.087075000000000014 0.11351500000000002 0.12477500000000001 -0.073309999999999986 -0.084144999999999984 0.088435000000000014 0.088725000000000012 -0.54913999999999985 0.10061500000000002 0.060960000000000007 0.035560000000000008 -0.14643999999999999 0.0051600000000000005 0.12445000000000002 -0.082229999999999984 -0.070404999999999981 -0.099524999999999988 0.090665000000000009 0.088340000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 6 -6 8 -2 9 11 -10 12 14 -14 15 -4 20 -18 -19 25 23 -22 -23 24 -12 -20 -27 28 -28 -29
right_child=1 -3 4 -5 5 -7 -8 -9 10 -11 16 -13 13 -15 -16 -17 17 18 19 -21 21 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.00013365839316975328 -0.00012732913041183953 0.00017235775654130109 2.7136893985583121e-05 0.00031729974051069644 -0.00041902745598842257 7.2498458823908808e-05 0.00020343906862367673 7.0084243205721053e-05 -0.00048813600005814806 0.00067461585394561381 -4.6665547729746539e-06 -0.00022238867217674852 -0.00021035071889248991 4.6871166601444465e-05 0.00011971407456097522 -0.0001415012045816349 0.00028008535456169268 0.00022281322050427357 0.00020950615458423271 -0.00019862204862874933 3.2108438992395351e-05 4.6280552991307704e-06 -0.00068702520860824739 0.0002047941741433793 -0.00022387178762528492 -0.00028684107793114063 -5.1122245998625221e-05 1.7346595023471341e-05 0.00042207982903346423 -8.4716419136558773e-05
leaf_weight=20 33 22 71 22 24 22 23 49 20 21 1313 25 21 21 34 22 29 24 25 36 64 26 20 35 24 22 37 824 25 167
leaf_count=20 33 22 71 22 24 22 23 49 20 21 1313 25 21 21 34 22 29 24 25 36 64 26 20 35 24 22 37 824 25 167
internal_value=0 8.62032e-07 -3.63336e-07 5.9739e-05 -2.46439e-06 -0.00018395 3.85839e-07 -9.3626e-06 -1.22126e-06 3.74796e-05 -4.3133e-06 -3.14887e-05 -3.24911e-06 -8.17398e-05 2.27084e-05 -1.2756e-05 -6.90518e-07 1.18193e-05 5.11267e-06 5.13364e-07 -1.07271e-05 -0.000105138 -0.000296091 -3.15766e-06 -8.60143e-06 7.03052e-06 2.32179e-06 8.36318e-06 0.000139685 1.47278e-07
internal_weight=0 3101 3079 104 2975 46 2929 82 2906 215 2691 194 169 42 127 93 2671 1189 1160 1136 1482 110 46 1372 1337 1100 1075 1053 62 991
internal_count=3121 3101 3079 104 2975 46 2929 82 2906 215 2691 194 169 42 127 93 2671 1189 1160 1136 1482 110 46 1372 1337 1100 1075 1053 62 991
is_linear=0
shrinkage=0.1


Tree=2729
num_leaves=31
num_cat=0
split_feature=12 130 10 1 1 33 13 1186 1186 132 394 0 129 394 393 393 11 12 11 1429 3 4 3 11 3 2 14 12 481 16
split_gain=4.04083e-05 8.08575e-05 3.47973e-05 0.000224406 0.000129261 7.99845e-05 6.48639e-05 3.97389e-05 0.000229519 0.00020841 8.65456e-05 0.000101657 5.7243e-05 6.05256e-05 4.4162e-05 5.53228e-05 4.02978e-05 0.000167073 8.44076e-05 6.83817e-05 5.43152e-05 0.000242431 0.000132588 7.82955e-05 5.88438e-05 0.000248513 0.000121867 0.000113244 7.86609e-05 6.86357e-05
threshold=0.23631000000000002 -0.22562499999999999 -0.010699999999999999 0.093400000000000025 0.10956 -1.0000000180025095e-35 -0.013634999999999998 0.062435000000000011 1.0000000180025095e-35 -0.069704999999999989 -0.084244999999999987 -0.10096999999999999 -0.077709999999999987 -0.10421499999999999 0.10585500000000002 0.091220000000000009 0.094350000000000003 0.10149500000000002 0.089270000000000002 0.12365500000000001 -0.24163499999999996 -0.35136499999999998 -0.16726499999999997 0.083010000000000014 -0.13309499999999996 0.083215000000000011 0.019675000000000002 0.090545000000000014 -0.0086649999999999974 -0.5435399999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 -6 8 12 -9 11 -11 -7 -14 15 16 18 -18 19 20 21 -15 -22 24 25 -24 29 28 -27 -26
right_child=-2 2 5 4 6 7 -8 9 -10 10 -12 -13 13 14 -16 -17 17 -19 -20 -21 22 -23 23 -25 26 27 -28 -29 -30 -31
leaf_value=0.0001800948897143826 -0.00013205812362645269 -0.00034165482889792739 0.00017624345413283805 0.0002387326151074376 1.1690994534337034e-05 -0.00016091223134770356 -0.00019654295787664263 -0.00035011227097129453 0.0003397237259196118 0.00010768378647515505 0.0001801146773769605 -0.00018337356505071511 0.00014230239548245057 -0.0003193884414101306 0.00011276217576724936 -0.00015985060414426371 0.00028600357535045381 -4.9336443106977437e-05 -0.00019757132977247239 0.00018332466741412647 0.00021237368858017928 0.00011245140530473481 0.00037021115729203303 -0.00019974546474259118 0.00013589717054856011 3.0117413803054661e-05 -0.00017934554179168446 0.0001724347161749999 -0.00023757264295810551 -3.236395660418826e-06
leaf_weight=25 23 22 26 20 52 22 21 20 20 21 22 28 30 26 34 22 24 39 22 20 29 26 22 20 36 21 39 21 23 2345
leaf_count=25 23 22 26 20 52 22 21 20 20 21 22 28 30 26 34 22 24 39 22 20 29 26 22 20 36 21 39 21 23 2345
internal_value=0 9.80416e-07 -4.76747e-07 -5.44454e-05 1.34966e-05 1.62143e-06 -4.82119e-05 7.29373e-08 2.15652e-06 -6.49761e-05 1.5344e-05 -5.86347e-05 -2.36724e-07 1.02618e-06 -5.04443e-07 -1.91251e-06 -6.31774e-07 7.84121e-05 -2.51093e-06 -8.78005e-07 -2.2906e-06 -0.000103469 -2.3221e-07 -2.67209e-06 -1.0999e-06 7.97019e-05 -4.00476e-06 -1.86242e-05 -0.000109811 -1.13274e-06
internal_weight=0 3098 3073 115 93 2958 73 2932 2841 91 71 49 2821 2799 2769 2735 2713 63 2650 2628 2608 52 2556 2527 2507 87 2420 65 44 2381
internal_count=3121 3098 3073 115 93 2958 73 2932 2841 91 71 49 2821 2799 2769 2735 2713 63 2650 2628 2608 52 2556 2527 2507 87 2420 65 44 2381
is_linear=0
shrinkage=0.1


Tree=2730
num_leaves=31
num_cat=0
split_feature=33 34 9 1 34 15 52 131 16 13 13 482 130 12 2 12 1419 156 132 50 1185 16 42 2 1420 472 482 1370 1204 1
split_gain=4.34045e-05 3.93868e-05 5.61132e-05 0.000157389 3.47121e-05 3.40247e-05 0.0001172 0.000164814 9.29113e-05 0.000303793 0.000144794 6.55267e-05 6.66617e-05 9.73968e-05 0.000132871 0.000121886 6.90686e-05 0.000278108 5.45002e-05 0.000871329 0.00048826 9.48782e-05 0.000155787 9.89527e-05 5.84385e-05 9.03668e-05 6.70002e-05 5.63276e-05 5.41483e-05 5.33274e-05
threshold=-0.009184999999999997 -0.112215 0.088235000000000022 0.11866500000000001 -0.085114999999999982 0.11728000000000001 0.51358000000000004 1.0000000180025095e-35 -0.040964999999999994 -0.055129999999999992 -0.013634999999999998 0.11958000000000001 -0.22562499999999999 0.12477500000000001 0.10644500000000001 0.11586 0.089680000000000024 -0.065739999999999979 -0.083284999999999984 0.088425000000000017 -1.0000000180025095e-35 -0.073404999999999984 -0.021469999999999996 0.089320000000000024 -0.083279999999999979 -0.081684999999999994 0.11117500000000001 0.077860000000000026 -0.0030749999999999996 0.099195000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 11 7 8 9 -7 -10 12 -6 15 -15 16 18 -18 19 21 -20 23 -23 28 25 -22 27 -26 -14 -12
right_child=1 2 3 -5 5 6 -8 -9 10 -11 29 -13 13 14 -16 -17 17 -19 20 -21 24 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00011773861751275799 -0.00013214409912259064 0.00011540797887181936 0.00032519492537176121 -3.2405904130428097e-05 -0.00016431152797304093 0.00039716776429066578 0.00026419586408467567 -0.00025506999612844088 -0.00019661217686786715 -9.1054154559969911e-05 0.0002093993462516491 -0.00016123801756424866 3.0683283924246301e-05 -1.1752362566767261e-05 0.00032945140361941109 -0.00017823355322038064 0.0003481801854359219 -0.00013931922441605076 -0.00047517360144411214 0.00067305040436622227 2.8475177095970139e-05 -0.00033250470802633338 3.1699398217218304e-05 0.00017469702518522559 -2.5213213796050634e-07 -0.00027213553199544548 0.00016289551016234328 -0.00016878366106539035 -0.00013656513560817985 -8.8064330157067161e-06
leaf_weight=31 22 26 20 32 25 26 21 20 28 25 21 26 49 25 21 39 25 22 22 20 20 23 24 31 2356 20 25 20 32 24
leaf_count=31 22 26 20 32 25 26 21 20 28 25 21 26 49 25 21 39 25 22 22 20 20 23 24 31 2356 20 25 20 32 24
internal_value=0 1.18119e-06 2.13724e-06 0.000105133 3.61453e-07 -6.38952e-07 4.35007e-05 1.1316e-05 5.42814e-05 0.000157843 -1.807e-05 -3.21702e-06 -1.74916e-06 -2.84103e-07 0.000144015 -2.71729e-06 -1.71686e-07 0.000119989 -2.30929e-06 5.09675e-05 -6.18122e-06 -2.72819e-05 -0.000146528 2.2759e-05 -1.95433e-06 -0.00012183 4.27702e-08 -1.67075e-06 -3.53902e-05 9.30229e-05
internal_weight=0 3090 3068 52 3016 2990 165 144 124 51 73 2825 2799 2774 46 2728 2689 47 2642 179 2463 159 47 112 2441 40 2401 2376 81 45
internal_count=3121 3090 3068 52 3016 2990 165 144 124 51 73 2825 2799 2774 46 2728 2689 47 2642 179 2463 159 47 112 2441 40 2401 2376 81 45
is_linear=0
shrinkage=0.1


Tree=2731
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 130 10 0 1 33 123 0 12 4 4 52 0 1 0 3 31 2 0 50 133 3 157 15 1429 1 47
split_gain=3.86556e-05 0.000294105 0.000136217 3.66523e-05 7.76622e-05 3.69964e-05 0.000208677 0.000191558 6.88353e-05 4.96825e-05 4.0022e-05 0.000105297 0.000269087 0.00014384 0.000103922 6.37157e-05 0.000140352 3.90265e-05 5.94012e-05 3.4227e-05 4.12441e-05 4.90053e-05 3.43689e-05 0.000193992 0.00018832 0.000103001 7.13987e-05 6.79355e-05 5.41497e-05 6.88251e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.23631000000000002 -0.22562499999999999 -0.011559999999999999 -0.10224499999999999 0.096860000000000016 -1.0000000180025095e-35 0.085290000000000019 0.12411500000000002 0.086345000000000019 -0.50052499999999989 -0.39518999999999993 -0.10286999999999999 0.10455500000000001 0.10557500000000002 0.056435000000000006 0.42240500000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.010949999999999998 -0.099524999999999988 0.090665000000000009 -0.078084999999999988 0.39282000000000006 -0.069954999999999989 0.11023000000000001 0.14627000000000004 0.10397500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 -6 -8 -7 -9 15 13 -13 -12 -14 17 -17 18 19 -10 21 -21 23 24 -22 27 -26 28 29 -24
right_child=1 3 -4 -5 5 8 7 9 10 -11 11 12 14 -15 -16 16 -18 -19 -20 20 22 -23 25 -25 26 -27 -28 -29 -30 -31
leaf_value=-1.1069029611952341e-05 0.00037595463855679903 0.00017685081192757936 -0.00025072791872339121 -0.0001253725614135518 -0.00032474032588019648 0.0001580729266736723 0.00028535531389024983 -0.00014690370468694409 -9.9481556817943999e-05 3.070389973020481e-05 -0.00024691494772057578 0.00040585974993518904 -0.00017887096546473913 0.00012780548553564588 0.00014349828932608944 -0.0002992106112122367 6.2217894657935955e-05 0.00012194096763358596 -0.00017285891043684388 0.00021294310208759272 -0.00028032118041830312 -8.4282718307804324e-06 -1.4409835275589864e-06 0.00025535288564931374 -5.8790482216863897e-05 -0.00022302736428433229 0.00019955469748389947 -0.00014759277026666585 -0.00013676008100966492 6.956125859550698e-05
leaf_weight=195 21 25 27 23 23 28 20 36 34 28 21 24 20 20 20 22 21 26 20 20 22 20 2103 33 20 21 23 31 28 146
leaf_count=195 21 25 27 23 23 28 20 36 34 28 21 24 20 20 20 22 21 26 20 20 22 20 2103 33 20 21 23 31 28 146
internal_value=0 3.07973e-06 -4.02167e-05 3.58957e-07 1.37186e-06 -1.78312e-07 -5.78574e-05 1.52176e-05 2.08818e-06 -6.92004e-05 4.67562e-07 6.09912e-05 0.000141143 -6.41245e-05 -1.76863e-05 -1.9861e-06 -0.000122699 5.18496e-08 -1.20524e-06 1.67443e-07 1.5408e-06 0.000102257 -1.19139e-07 5.78931e-05 -4.23557e-05 -2.56019e-06 7.93941e-05 -5.54204e-07 1.44764e-06 3.16832e-06
internal_weight=0 2899 222 2878 2855 2830 107 84 2723 64 2695 105 64 41 40 2590 43 2547 2521 2501 2467 40 2427 98 65 2329 43 2308 2277 2249
internal_count=3121 2899 222 2878 2855 2830 107 84 2723 64 2695 105 64 41 40 2590 43 2547 2521 2501 2467 40 2427 98 65 2329 43 2308 2277 2249
is_linear=0
shrinkage=0.1


Tree=2732
num_leaves=31
num_cat=0
split_feature=33 130 10 2 40 10 4 106 97 10 0 0 12 12 2 2 0 51 2 147 1 148 0 148 2 2 15 2 1208 2
split_gain=4.63054e-05 3.86939e-05 6.67884e-05 8.27417e-05 7.47177e-05 8.08442e-05 0.000538386 0.000364083 4.6102e-05 6.91831e-05 3.71821e-05 0.000227084 0.000143321 0.000185154 7.75152e-05 0.000109431 4.50817e-05 0.0001498 5.73045e-05 3.49943e-05 0.000185445 0.000106603 5.20341e-05 5.35344e-05 4.96361e-05 0.000227356 0.00120525 0.00026728 0.000268731 0.000226449
threshold=-0.009184999999999997 -0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 -0.0087699999999999983 0.053180000000000012 0.085275000000000004 -0.079444999999999988 0.11485500000000001 0.11070500000000001 0.062580000000000011 0.10149500000000002 0.096830000000000013 0.10613000000000002 0.10060500000000001 0.047850000000000011 -0.12463499999999998 0.16394500000000004 0.095485000000000014 0.10781 -0.098399999999999974 -0.26343999999999995 -0.084924999999999987 0.090935000000000016 0.089775000000000008 0.082685000000000022 0.089525000000000007 0.10233500000000001 0.091265000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 -6 -7 10 11 16 13 14 15 -12 18 -18 19 21 -21 -10 -23 -24 25 27 -27 28 -25 -26
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leaf_value=-0.00012160944616264334 -0.00013742248876951637 -9.7360800109094101e-06 -0.00018756402759685271 0.00027446751384559322 -0.00042613187862033637 -0.00015233071433613077 0.00037537335960415047 0.00014918060690185733 -0.0002006823262490798 0.00018536332339863295 -3.1834286710363811e-05 -0.0003166550388572353 -0.00019600442188675516 0.00034081326316481864 -0.00010640469398791098 0.00024152851924386429 -8.8407882338453259e-05 0.00027658657326474383 -0.00015994842839933449 0.00029871178359661084 -8.9261668173484015e-05 0.00015219086093235423 0.00015306310828732837 -1.749431941381746e-05 0.00029408276875204009 4.9179970043881516e-05 -0.00079310619267230131 0.00030054220939876232 0.00030102797999360421 5.6476019475197618e-06
leaf_weight=31 20 21 21 20 22 20 38 22 27 20 32 23 20 24 29 27 22 23 23 22 28 22 22 1395 28 65 23 28 27 976
leaf_count=31 20 21 21 20 22 20 38 22 27 20 32 23 20 24 29 27 22 23 23 22 28 22 22 1395 28 65 23 28 27 976
internal_value=0 1.22003e-06 2.12324e-06 0.0001289 4.07218e-07 1.71952e-06 9.96495e-05 -0.000138476 -1.02493e-06 1.64014e-08 -1.26805e-06 -3.75304e-06 5.05778e-05 9.46103e-05 2.74641e-05 9.32639e-05 -1.11783e-06 9.81448e-05 -2.78083e-06 -1.4234e-06 8.14467e-05 -3.00912e-06 -9.45251e-07 -2.25921e-06 -3.60346e-06 -1.48936e-05 -0.000170963 -5.42182e-06 -1.14464e-05 1.36916e-05
internal_weight=0 3090 3070 41 3029 3008 82 44 2926 2906 2886 2754 132 112 88 59 2731 45 2686 2663 50 2613 2586 2564 2542 1538 88 1450 1422 1004
internal_count=3121 3090 3070 41 3029 3008 82 44 2926 2906 2886 2754 132 112 88 59 2731 45 2686 2663 50 2613 2586 2564 2542 1538 88 1450 1422 1004
is_linear=0
shrinkage=0.1


Tree=2733
num_leaves=31
num_cat=0
split_feature=10 43 9 34 12 9 96 4 3 3 1209 1209 3 1211 1211 0 403 1209 16 3 4 133 403 3 151 3 3 3 16 1213
split_gain=3.79363e-05 0.000139005 0.000142766 8.97351e-05 0.000273119 6.17314e-05 5.8562e-05 6.614e-05 3.61514e-05 0.000219105 0.000133237 0.000319758 0.000177587 0.000139619 0.000140319 0.000126888 0.000107405 0.000189755 0.000332945 0.000113163 0.000345401 0.000670514 0.000128965 0.000143804 0.000118124 0.000119042 0.00014458 0.000119512 0.000115818 0.000103269
threshold=0.053330000000000009 -0.074974999999999986 0.094575000000000006 -0.0011599999999999998 -0.015429999999999998 0.089995000000000006 0.083725000000000008 0.010840000000000001 -0.082234999999999989 -0.082094999999999987 -0.087199999999999986 -0.067109999999999989 -0.082334999999999978 0.11048500000000001 0.090815000000000021 0.10455500000000001 -0.53762499999999991 -0.077594999999999983 -0.088394999999999987 -0.079864999999999978 -0.078629999999999992 -0.0089749999999999986 -0.34918499999999997 -0.07359499999999998 -0.06568499999999998 -0.080884999999999985 -0.081234999999999988 -0.080564999999999984 -0.091114999999999988 -0.42015499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 8 -1 -8 10 -10 -5 -12 13 14 -13 16 -11 18 -18 20 21 28 23 -21 -22 26 -26 -27 -19 -24
right_child=1 2 -4 5 -6 -7 7 -9 9 15 11 12 -14 -15 -16 -17 17 19 -20 22 24 -23 29 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0001355187485474051 7.9237253350370075e-05 -0.00037634178741081134 -3.0236823567975081e-06 0.00024576414652983659 0.00041589275545751052 -0.00017633902694797144 0.00020317811256973076 -3.6751718693671539e-05 -0.00028732319714046235 -0.00020249128255482693 -0.00038876776001416151 8.3070096260989887e-06 0.00027810628601582726 0.00023382033402783608 -0.00025878083282805165 -0.00019346053028129973 -7.7291562920436273e-05 0.00012358592773255493 0.00049281129568477073 0.00036636103717076673 0.00022609749485993583 -0.00074596691187252869 -0.00021173296756222209 5.1475511678621508e-07 -4.2756921564952275e-05 -0.00031702005633798603 0.00021311968850889519 -3.7330876977648592e-05 -0.00020853240757354627 6.9335384635633718e-06
leaf_weight=21 34 21 20 24 21 20 20 27 28 26 20 1193 25 27 20 35 20 21 21 21 21 20 22 22 63 22 34 50 21 1181
leaf_count=21 34 21 20 24 21 20 20 27 28 26 20 1193 25 27 20 35 20 21 21 21 21 20 22 22 63 22 34 50 21 1181
internal_value=0 -7.02611e-05 -0.000194235 1.72999e-06 0.000100664 -1.24774e-06 3.3143e-06 6.53461e-05 -5.54231e-08 -1.00038e-05 1.23174e-05 7.95727e-06 1.42296e-05 8.90951e-06 3.90325e-06 -5.15073e-06 -9.39327e-07 2.46571e-06 0.000214712 -3.34344e-06 -6.44594e-05 -0.000269407 9.01709e-06 0.000179184 2.41814e-06 -2.53763e-05 4.69318e-05 -0.000122791 -4.24732e-05 2.93465e-06
internal_weight=0 75 41 3046 89 2957 68 47 2937 1628 1309 1285 1265 1240 1213 1600 1565 1539 41 1498 252 62 1246 43 190 169 97 72 42 1203
internal_count=3121 75 41 3046 89 2957 68 47 2937 1628 1309 1285 1265 1240 1213 1600 1565 1539 41 1498 252 62 1246 43 190 169 97 72 42 1203
is_linear=0
shrinkage=0.1


Tree=2734
num_leaves=31
num_cat=0
split_feature=399 132 0 393 130 130 33 131 15 15 1209 42 0 3 0 12 12 15 403 43 13 481 2 1447 4 43 12 15 3 403
split_gain=3.72694e-05 0.000752691 0.00127032 9.59197e-05 4.41657e-05 7.43295e-05 3.68366e-05 3.60297e-05 4.8097e-05 0.000161017 0.000121614 0.000108977 0.000289364 0.000431271 0.00033578 0.00018535 0.000417599 0.000306852 0.000196644 0.000353165 0.000434402 0.000184022 9.64993e-05 0.000116009 0.000124519 0.000176959 0.00016329 0.000145991 0.000132961 9.12618e-05
threshold=0.091580000000000009 -0.083284999999999984 -0.082009999999999986 0.11170000000000001 -0.22699999999999995 -0.11198999999999999 -0.009184999999999997 0.13857500000000003 0.089740000000000014 0.089485000000000023 -0.069599999999999981 0.089625000000000024 -0.082284999999999983 -0.082689999999999986 -0.080604999999999996 0.09364500000000002 0.094375000000000014 0.094035000000000007 1.0000000180025095e-35 0.055925000000000009 -0.069964999999999986 -0.081539999999999987 0.113445 -0.01299 -0.069999999999999993 -0.0084099999999999991 0.089085000000000011 0.093115000000000017 -0.080104999999999996 -0.5335399999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 -7 8 9 29 -10 21 13 -13 -14 17 -17 -16 19 20 -18 -12 23 -23 25 27 -26 -25 -27 -8
right_child=1 -3 -4 -5 5 6 7 -9 10 -11 11 12 14 -15 15 16 18 -19 -20 -21 -22 22 -24 24 26 28 -28 -29 -30 -31
leaf_value=-0.00013527959320830025 0.00088550225733673551 -0.00027167103339829863 -0.00015639305836521089 -0.00019306680456233712 0.00016608801551801325 -0.0001090227258241465 0.00013444645358807368 -0.00012693092814350333 0.00027048141331761146 -0.0002679059691929623 0.00032558966299984604 0.00012757924158081767 0.00040790009938756984 -0.00044879847715920357 6.3382250776227852e-05 0.00045718737722684938 -0.00031898665650058116 -0.00042729179150046548 -0.00023867323493504956 0.00033319792618082531 0.00017944324268575978 -0.00016185388383746613 -0.00013074394480319261 0.00030412625897692389 8.5917171873006747e-06 -0.00030898829233289384 0.00034725346754255177 -2.2258265900226044e-06 4.686199369773801e-05 -4.8733407413744426e-06
leaf_weight=24 22 37 25 26 27 31 48 22 20 23 25 21 21 34 26 21 36 25 32 30 34 20 29 28 24 21 35 35 21 2298
leaf_count=24 22 37 25 26 27 31 48 22 20 23 25 21 21 34 26 21 36 25 32 30 34 20 29 28 24 21 35 35 21 2298
internal_value=0 6.57071e-05 0.000331303 -1.81738e-06 -1.65942e-07 9.19671e-07 -5.86932e-07 5.60733e-07 1.52558e-06 -4.6042e-06 2.85171e-05 1.91749e-05 -2.31127e-05 -0.000228727 2.71486e-05 -1.20465e-05 4.29861e-05 -0.000177144 -2.29095e-05 4.61349e-05 -7.68921e-05 6.8925e-05 3.88e-05 6.55216e-05 9.32503e-05 2.79331e-05 0.000209493 0.000133931 -0.000131063 -2.02281e-06
internal_weight=0 84 47 3037 3011 2987 2960 2929 2907 2369 538 518 280 55 225 204 153 51 132 100 70 238 213 184 164 105 59 63 42 2346
internal_count=3121 84 47 3037 3011 2987 2960 2929 2907 2369 538 518 280 55 225 204 153 51 132 100 70 238 213 184 164 105 59 63 42 2346
is_linear=0
shrinkage=0.1


Tree=2735
num_leaves=31
num_cat=0
split_feature=132 132 1203 1373 150 1374 1 1 33 2 1374 150 150 1209 1 50 43 133 3 13 133 13 43 16 3 11 0 1 159 0
split_gain=4.27486e-05 0.00026322 9.08927e-05 3.50071e-05 7.08981e-05 8.53668e-05 3.61688e-05 0.000628321 0.000293721 0.000122396 0.00011993 9.48506e-05 0.000113417 9.2515e-05 0.000210976 0.000568815 0.000107781 0.000326501 0.000155863 0.000209177 0.000126884 0.000261854 0.000123998 0.000121818 0.000118524 0.000117904 0.000108485 0.000306068 0.000234777 0.000194835
threshold=-0.083174999999999985 -0.069704999999999989 0.089005000000000015 -1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.091535000000000019 0.09202500000000001 -1.0000000180025095e-35 -0.0091949999999999983 0.089635000000000006 0.10699000000000002 0.096430000000000002 -0.13441499999999998 0.090405000000000013 0.090980000000000019 0.055925000000000009 0.5087600000000001 -0.072624999999999981 -0.10278499999999999 0.51114000000000004 -0.00051499999999999994 0.035560000000000008 -0.14771999999999999 -0.16726499999999997 0.081365000000000007 -0.14001499999999997 0.080000000000000016 1.0000000180025095e-35 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 9 -8 -9 -7 11 12 13 -11 16 -16 20 18 23 -20 22 -22 24 -18 -15 26 27 28 -26 -28
right_child=1 3 -4 4 -6 6 7 8 -10 10 -12 -13 -14 14 15 -17 17 -19 19 -21 21 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-1.8482734580734711e-05 0.00035599194622288146 -0.0001148456174772806 -0.00021425073091113183 -0.00019592140041905541 0.00017657957010353291 0.00024459294849789743 -0.00056841647645342172 0.00034332580386641593 -1.0964898967230489e-05 0.00021250853204124031 0.00022050930095317132 -0.00017519701797372647 0.00020679065117812053 0.00019188083716735786 -0.00053394245993695227 0.00016325089461381801 0.00031849966991493215 0.00045886864896601772 9.0881580669496725e-05 -0.00027359615969544396 -0.00043385229437262754 7.7864667946414567e-05 0.00021898077729229747 5.4015954949992357e-05 0.00054746604942920393 -0.00022555162931894304 -0.00023563942153044548 -7.22989425102764e-05 7.8995024650003364e-05 -2.6548044925220893e-06
leaf_weight=195 21 26 27 22 23 22 20 24 936 21 26 29 28 31 25 22 21 20 31 32 20 20 26 102 20 24 37 47 23 1200
leaf_count=195 21 26 27 22 23 22 20 24 936 21 26 29 28 31 25 22 21 20 31 32 20 20 26 102 20 24 37 47 23 1200
internal_value=0 3.23866e-06 -4.22924e-05 6.64718e-07 1.71776e-06 2.96117e-07 1.83398e-06 -1.3665e-05 -2.10763e-06 1.01476e-05 7.29008e-06 4.17389e-06 7.14632e-06 3.90008e-06 1.32466e-06 -0.000207597 7.26136e-06 7.49405e-05 3.36579e-05 -9.425e-05 -2.36703e-06 -0.000177994 2.62237e-06 9.91717e-05 -1.44805e-06 -5.88416e-06 -1.91128e-06 0.000104091 0.000296889 -9.62362e-06
internal_weight=0 2899 222 2878 2852 2829 2807 980 960 1827 1805 1779 1750 1722 1701 47 1654 206 186 63 1448 40 1408 123 1382 1351 1327 90 43 1237
internal_count=3121 2899 222 2878 2852 2829 2807 980 960 1827 1805 1779 1750 1722 1701 47 1654 206 186 63 1448 40 1408 123 1382 1351 1327 90 43 1237
is_linear=0
shrinkage=0.1


Tree=2736
num_leaves=31
num_cat=0
split_feature=33 34 9 1 132 1185 132 50 0 133 2 0 12 1429 156 11 11 51 471 11 41 41 41 15 131 159 1443 479 481 15
split_gain=4.80296e-05 4.10094e-05 4.96498e-05 0.000147095 3.53194e-05 0.000242123 7.53572e-05 5.81313e-05 3.59519e-05 7.50475e-05 5.22424e-05 8.60948e-05 4.65348e-05 3.50032e-05 0.000163908 6.11049e-05 0.000203521 0.000150249 4.95528e-05 6.25135e-05 8.83942e-05 5.2691e-05 6.81185e-05 5.4546e-05 0.000112029 0.000308418 0.000291596 0.000127653 0.00017087 0.000188981
threshold=-0.009184999999999997 -0.112215 0.088235000000000022 0.11866500000000001 -0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.10096999999999999 -0.45516499999999999 0.089320000000000024 -0.087414999999999979 0.087145000000000014 -0.23752499999999996 0.32523500000000005 0.092630000000000018 0.086595000000000019 -1.0000000180025095e-35 0.10277000000000001 0.082485000000000017 0.08690500000000001 0.079395000000000007 0.077300000000000021 0.095175000000000023 0.08956500000000002 -0.10296999999999999 1.0000000180025095e-35 0.097110000000000016 -0.073474999999999985 0.096455000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -6 7 8 -3 -10 11 -11 -13 -7 15 16 18 -17 19 20 21 22 23 -15 26 -26 27 28 -25 -30
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leaf_weight=31 22 26 20 32 21 20 21 27 25 25 37 26 31 2172 20 29 36 32 23 20 33 25 21 24 28 23 20 21 24 206
leaf_count=31 22 26 20 32 21 20 21 27 25 25 37 26 31 2172 20 29 36 32 23 20 33 25 21 24 28 23 20 21 24 206
internal_value=0 1.24254e-06 2.21808e-06 9.91006e-05 5.47691e-07 3.56831e-06 -3.82215e-05 -1.90255e-05 2.62306e-06 2.21638e-05 -1.09251e-05 -5.54325e-05 1.24275e-05 1.01022e-06 1.96645e-06 -1.17848e-07 2.13807e-06 -9.90822e-05 -1.08234e-06 -2.36672e-06 -1.0104e-06 -3.10342e-06 -1.68093e-06 -3.17677e-06 3.36994e-05 -0.000103153 5.73587e-05 3.05468e-05 5.01371e-05 2.36425e-05
internal_weight=0 3090 3068 52 3016 2798 218 197 170 144 119 82 57 2777 2757 2737 2676 61 2640 2617 2597 2564 2539 2518 346 51 295 275 254 230
internal_count=3121 3090 3068 52 3016 2798 218 197 170 144 119 82 57 2777 2757 2737 2676 61 2640 2617 2597 2564 2539 2518 346 51 295 275 254 230
is_linear=0
shrinkage=0.1


Tree=2737
num_leaves=31
num_cat=0
split_feature=33 1204 1185 1186 403 484 481 403 15 0 1208 0 0 402 3 3 3 3 402 13 1 52 12 1213 1210 2 130 1210 132 130
split_gain=3.8904e-05 3.3379e-05 5.29003e-05 0.000102847 3.83055e-05 0.000256129 0.000407001 0.000175653 0.000309484 9.50281e-05 0.000364003 0.000203595 0.000188367 0.000158304 0.000169924 0.000903857 0.000563837 0.000186105 0.000192516 0.00013798 0.000113201 0.000111885 0.000151436 0.000122182 9.49136e-05 0.000233667 8.21862e-05 0.00016883 8.19748e-05 0.000103772
threshold=-0.009184999999999997 0.053645000000000005 -0.10973499999999999 -0.092084999999999986 -0.037174999999999993 -0.081614999999999979 -0.082049999999999984 -0.0076149999999999994 0.085730000000000015 -0.070499999999999993 0.10233500000000001 -0.067094999999999988 -0.063634999999999983 0.099530000000000021 -0.082284999999999983 -0.082689999999999986 -0.081644999999999981 -0.076234999999999983 -0.0088649999999999979 -0.029529999999999997 0.085475000000000009 0.08709500000000002 0.088795000000000013 -0.082994999999999985 -0.062079999999999989 0.084755000000000011 0.086260000000000017 -0.066709999999999978 0.093160000000000007 -0.0070449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 8 -6 10 13 -11 -13 14 15 21 -16 18 -18 -19 -14 23 -23 -8 25 -9 27 -25 29 -29
right_child=1 -3 3 4 7 6 9 24 -10 11 -12 12 20 -15 16 -17 17 19 -20 -21 -22 22 -24 26 -26 -27 -28 28 -30 -31
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leaf_weight=31 20 30 29 32 24 24 21 20 29 39 23 22 35 24 20 21 39 20 27 24 22 49 29 26 2283 38 25 31 21 43
leaf_count=31 20 30 29 32 24 24 21 20 29 39 23 22 35 24 20 21 39 20 27 24 22 49 29 26 2283 38 25 31 21 43
internal_value=0 1.11829e-06 8.91941e-08 1.15566e-06 -6.49448e-07 -2.28669e-05 -7.79793e-06 5.07661e-06 0.0001851 -2.50501e-05 -3.80869e-06 -0.000104795 -1.25041e-05 -2.50211e-05 -9.90709e-06 -5.57013e-05 8.37949e-05 -5.00728e-06 -0.00011121 0.000154297 -0.000108436 -1.73338e-06 -0.000100614 4.44506e-05 1.0009e-06 -0.000125328 1.20108e-05 4.61144e-05 -1.56811e-05 3.38037e-05
internal_weight=0 3090 3060 3040 3011 617 585 2394 53 561 443 118 79 420 396 266 130 110 66 44 57 245 78 167 2341 58 146 121 95 74
internal_count=3121 3090 3060 3040 3011 617 585 2394 53 561 443 118 79 420 396 266 130 110 66 44 57 245 78 167 2341 58 146 121 95 74
is_linear=0
shrinkage=0.1


Tree=2738
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 399 1208 1208 1209 1209 403 0 15 130 40 0 42 0 16 3 1212 1212 52 43 3 1209 52 52 403 13 16
split_gain=3.34881e-05 0.00101684 0.000472287 0.000168246 5.22029e-05 3.64315e-05 8.61278e-05 0.000102772 5.40685e-05 3.96543e-05 0.000114651 4.62005e-05 8.35792e-05 9.46165e-05 8.08068e-05 0.000271697 0.000170113 9.02974e-05 0.00010404 6.20798e-05 0.000307323 0.000246458 0.00033941 0.000117778 6.80055e-05 6.47065e-05 0.000257966 0.000512831 0.000199741 0.000265749
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.087485000000000021 0.11332500000000002 0.10233500000000001 -0.097919999999999993 0.10656 -0.5341999999999999 -0.086554999999999979 0.11728000000000001 -0.22562499999999999 -0.15892999999999999 -0.079829999999999998 0.090395000000000017 -0.076234999999999983 -0.056919999999999991 -0.05647499999999999 -0.089544999999999986 -0.083344999999999989 0.086275000000000004 -0.0047449999999999992 -0.080884999999999985 -0.080224999999999977 0.091275000000000009 0.088005000000000014 -0.0091899999999999985 -0.091559999999999989 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 -4 9 10 -9 12 -11 -14 15 -13 -16 -18 -19 21 -21 22 -15 -23 -22 26 -26 -28 -27 -30
right_child=2 -3 4 -5 -6 -7 -8 8 -10 11 -12 14 13 19 16 -17 17 18 -20 20 24 23 -24 -25 25 28 27 -29 29 -31
leaf_value=-4.8749336687334029e-06 -0.00046441732239062815 0.00066673433801675542 -0.00022738311055945813 -0.00031095064128749072 0.00011558943611578051 -0.00011051279812818393 0.00017171619923640814 -0.00027006348802387947 0.0001599684328539297 -0.00019699124895851129 6.4482860311511019e-05 0.00012784547893593176 0.00020524453783020199 -5.0248212232872902e-05 0.00034566412112959055 -0.00030983127223368248 0.00020872888456903061 -0.00017730075968966748 9.3949230393909318e-05 -0.00037854154110060668 0.00017194752581417561 -0.00026378692285409974 0.00039449648111995717 5.6540879813837823e-05 -2.5608644205286676e-06 9.2440922556929047e-05 -0.00011584379960064933 0.00051410374988855828 -4.8522927146770796e-05 -0.00039907153645206411
leaf_weight=176 22 23 20 20 39 30 29 20 21 22 21 37 22 32 23 23 22 26 31 22 22 24 37 22 1803 95 24 28 362 23
leaf_count=176 22 23 20 20 39 30 29 20 21 22 21 37 22 32 23 23 22 26 31 22 22 24 37 22 1803 95 24 28 362 23
internal_value=0 3.77073e-05 -2.84558e-06 -3.61071e-05 6.80313e-07 -8.97109e-07 2.72749e-07 -1.5144e-06 1.2114e-07 -1.10352e-06 -9.87105e-05 3.7866e-07 -2.9262e-06 -1.22929e-06 5.21548e-05 -3.99306e-05 0.000106323 3.6641e-05 -2.97788e-05 -3.05063e-06 -6.51942e-06 6.87082e-05 0.000188238 -0.000110587 -3.04701e-06 -4.69578e-06 3.77219e-06 0.000223359 -3.7421e-05 -6.94648e-05
internal_weight=0 219 2902 196 2880 2841 2811 2782 2762 2741 41 2700 2538 2516 162 60 102 79 57 2494 2379 115 69 46 2357 2335 1855 52 480 385
internal_count=3121 219 2902 196 2880 2841 2811 2782 2762 2741 41 2700 2538 2516 162 60 102 79 57 2494 2379 115 69 46 2357 2335 1855 52 480 385
is_linear=0
shrinkage=0.1


Tree=2739
num_leaves=31
num_cat=0
split_feature=130 40 120 10 1 1 34 123 13 9 124 0 52 2 4 3 43 0 43 43 1211 1211 43 1210 132 2 1211 4 12 0
split_gain=3.76691e-05 6.75329e-05 7.3186e-05 4.78805e-05 0.000219139 0.000117612 6.85013e-05 0.000377212 5.97381e-05 5.53537e-05 5.49296e-05 3.83598e-05 8.48872e-05 6.27313e-05 5.81514e-05 0.000170186 4.12133e-05 0.000189064 0.000132667 0.000129503 0.000103862 0.000108933 0.000185235 0.000182892 0.000136804 0.0010121 0.000889664 7.55024e-05 0.000118752 0.000110713
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.010699999999999999 0.093400000000000025 0.10956 -0.057544999999999992 0.083805000000000004 -0.11122999999999998 0.091600000000000015 -0.079884999999999984 0.13134000000000004 0.095415000000000014 -0.045829999999999989 -0.50940999999999981 0.083060000000000009 0.084740000000000024 -0.13843999999999998 0.066275000000000014 0.062770000000000006 0.11716500000000001 0.11088500000000003 0.055925000000000009 0.258635 -0.083284999999999984 0.083935000000000023 0.090815000000000021 -0.068329999999999988 0.092255000000000018 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -5 -7 11 -10 13 -13 -8 15 -15 18 -18 19 20 21 22 23 24 25 -16 -26 28 -19 -29
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leaf_value=0.00012750362321916643 -0.00018410897377179938 -0.00034816805167462339 0.00018198123780166497 0.00045758349820971492 0.00021772751598291506 5.0422868225723513e-05 0.00016351856731647708 -8.9728829462889262e-05 -2.2315118639242082e-05 -0.00012222509080979887 -0.00025387880901689641 -3.8973735449278889e-06 0.00023139233380788939 -0.00027945834849055651 0.00075522289068430837 9.0711062733569878e-05 -0.00031147067319303143 -7.838632332772869e-06 0.00022848588417288671 -0.00024586455692769958 0.00017973218628233582 -0.00023130113302613611 0.00030610166606493295 -0.00030063270169193861 4.353396924027454e-06 -3.2030789368312411e-05 -0.00060786414154184363 0.00010028858860761564 0.00028309468281804582 -8.582544561853678e-05
leaf_weight=23 20 22 22 20 20 30 23 34 21 37 20 46 23 27 20 23 23 47 26 21 33 20 20 20 2161 89 24 41 20 145
leaf_count=23 20 22 22 20 20 30 23 34 21 37 20 46 23 27 20 23 23 47 26 21 33 20 20 20 2161 89 24 41 20 145
internal_value=0 -9.46603e-07 2.43536e-07 -1.06478e-06 -6.49438e-05 3.52794e-06 1.38793e-06 0.000112979 -5.681e-05 -6.97895e-07 -0.000135273 8.7872e-07 7.45325e-05 -9.47407e-07 -2.31796e-06 -0.00010918 -3.46325e-07 -3.69681e-05 3.80635e-06 1.38041e-06 3.55559e-06 1.08582e-06 3.07714e-06 4.58088e-07 3.08312e-06 0.000112419 -2.37119e-06 -1.20134e-05 7.90071e-05 -4.48003e-05
internal_weight=0 3098 3078 3056 113 91 2943 54 71 2889 41 2852 69 2783 2760 50 2710 276 2434 2408 2387 2354 2334 2314 2294 109 2185 253 67 186
internal_count=3121 3098 3078 3056 113 91 2943 54 71 2889 41 2852 69 2783 2760 50 2710 276 2434 2408 2387 2354 2334 2314 2294 109 2185 253 67 186
is_linear=0
shrinkage=0.1


Tree=2740
num_leaves=31
num_cat=0
split_feature=33 132 1185 1203 34 9 1 130 4 4 11 367 124 42 48 1 40 46 1456 2 3 1428 4 474 12 12 2 0 0 43
split_gain=3.90762e-05 3.92143e-05 0.000265291 0.000127708 3.74004e-05 5.39424e-05 0.000115268 3.54221e-05 6.4959e-05 6.10937e-05 4.1708e-05 3.84879e-05 7.54517e-05 3.8322e-05 3.89211e-05 6.23501e-05 4.68469e-05 4.23361e-05 6.03048e-05 0.000228846 5.19919e-05 9.91571e-05 7.97801e-05 7.55166e-05 5.13653e-05 0.000167372 0.000217508 0.000129205 0.000240022 0.000114472
threshold=-0.009184999999999997 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.112215 0.088235000000000022 0.12408500000000001 -0.23123999999999997 0.62931500000000018 0.53859500000000016 -1.0000000180025095e-35 -0.0098099999999999975 0.10281000000000001 -0.23802999999999999 0.14257500000000004 0.14627000000000004 -0.09083999999999999 0.084955000000000017 0.11027500000000001 0.10327000000000001 -0.24210499999999999 -0.071779999999999997 -0.35136499999999998 -0.24402999999999997 0.099815000000000015 0.10193000000000001 0.095195000000000016 -0.075934999999999989 -0.068189999999999987 0.022390000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -4 7 -7 -6 9 10 -9 -12 13 -13 15 16 -15 18 20 -20 22 -22 -18 -23 -25 26 -26 -27 -29 -30
right_child=1 2 4 -5 5 6 -8 8 -10 -11 11 12 -14 14 -16 -17 17 -19 19 -21 21 23 -24 24 25 27 -28 28 29 -31
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leaf_weight=31 195 21 22 27 22 22 26 21 28 34 34 20 22 25 42 28 26 32 29 23 29 32 20 2040 20 77 23 25 96 29
leaf_count=31 195 21 22 27 22 22 26 21 28 34 34 20 22 25 42 28 26 32 29 23 29 32 20 2040 20 77 23 25 96 29
internal_value=0 1.12075e-06 4.25498e-06 -3.937e-05 1.64289e-06 2.65435e-06 0.000107759 8.37626e-07 -1.71626e-07 1.38432e-06 -2.97487e-07 8.05785e-07 -5.56744e-07 9.94176e-07 -6.81745e-08 -1.63837e-06 6.64523e-09 1.3682e-06 -1.12992e-07 -0.000106663 2.17935e-06 1.36468e-07 0.000107476 2.4121e-06 2.98625e-07 -4.06899e-05 -0.00022159 -6.4225e-06 4.76313e-05 -8.93981e-06
internal_weight=0 3090 2868 222 2847 2825 48 2777 2755 2727 2693 2672 2638 2616 2596 2554 2526 2501 2469 52 2417 2371 46 2342 2310 270 43 227 150 125
internal_count=3121 3090 2868 222 2847 2825 48 2777 2755 2727 2693 2672 2638 2616 2596 2554 2526 2501 2469 52 2417 2371 46 2342 2310 270 43 227 150 125
is_linear=0
shrinkage=0.1


Tree=2741
num_leaves=31
num_cat=0
split_feature=10 13 9 11 9 2 1 96 0 2 2 4 2 1429 12 1 52 475 16 15 4 4 48 0 0 0 401 402 12 12
split_gain=3.63533e-05 0.000130026 0.000218143 9.89842e-05 9.45313e-05 4.40784e-05 0.000472461 0.000162014 4.0937e-05 8.97542e-05 5.86777e-05 4.14436e-05 0.000178036 4.24146e-05 0.000182388 0.000291121 0.000237951 0.000340219 5.12612e-05 9.76985e-05 8.84969e-05 5.91083e-05 8.1387e-05 6.82797e-05 0.000354384 0.000281774 0.00020387 0.00030664 9.06299e-05 0.000249597
threshold=0.053330000000000009 -0.085584999999999981 0.092890000000000014 -1.0000000180025095e-35 0.091905000000000014 -0.0050599999999999994 0.094220000000000012 0.083725000000000008 0.13134000000000004 0.11093500000000002 0.10060500000000001 -0.50940999999999981 0.095545000000000005 -1.0000000180025095e-35 0.092655000000000015 0.107145 -0.085264999999999994 -0.010194999999999997 0.63636000000000015 -0.067579999999999987 -0.46376499999999993 -0.17966999999999997 0.11326500000000002 -0.070889999999999995 -0.071719999999999992 -0.072269999999999987 -0.06959499999999999 -0.21459499999999998 0.087215000000000015 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5 -8 11 10 -10 12 -7 14 16 -16 17 -13 20 -20 -15 22 -22 24 25 28 -25 -28 29 -23
right_child=1 2 -4 4 -6 8 7 -9 9 -11 -12 13 -14 18 15 -17 -18 -19 19 -21 21 23 -24 26 -26 -27 27 -29 -30 -31
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leaf_weight=25 25 26 24 20 21 27 30 37 25 20 23 23 26 30 26 21 42 24 22 21 25 1001 21 26 22 20 21 346 1067 34
leaf_count=25 25 26 24 20 21 27 30 37 25 20 23 23 26 30 26 21 42 24 22 21 25 1001 21 26 22 20 21 346 1067 34
internal_value=0 -6.87796e-05 -0.000161884 1.69352e-06 5.36388e-08 1.53364e-06 7.16732e-05 -5.56481e-05 -5.61159e-07 7.61175e-05 0.000150277 -2.3939e-06 -8.99945e-05 -7.30995e-07 5.37374e-05 -0.000105621 0.000137893 0.000292463 -3.52004e-06 0.000104777 -5.30219e-06 -3.31887e-06 0.000109023 -5.35582e-06 1.66794e-06 -2.47171e-06 -4.36737e-05 -6.28442e-05 1.08277e-06 -2.00002e-05
internal_weight=0 75 50 3046 3021 3000 87 67 2913 68 48 2845 53 2792 136 47 89 47 2656 43 2613 2583 46 2537 2144 2122 393 367 2102 1035
internal_count=3121 75 50 3046 3021 3000 87 67 2913 68 48 2845 53 2792 136 47 89 47 2656 43 2613 2583 46 2537 2144 2122 393 367 2102 1035
is_linear=0
shrinkage=0.1


Tree=2742
num_leaves=31
num_cat=0
split_feature=1211 50 1 1211 3 2 1211 1186 1185 394 129 3 4 129 2 129 129 3 1204 399 40 120 1212 12 15 42 0 1212 403 402
split_gain=3.13143e-05 0.000151001 0.000185896 8.57359e-05 0.000109387 8.73586e-05 4.29484e-05 4.11662e-05 6.41872e-05 4.58796e-05 4.28681e-05 0.000167241 0.000224867 0.000152531 0.000108365 6.18312e-05 7.10462e-05 0.000241685 0.000116113 9.64662e-05 6.24129e-05 6.76172e-05 5.40661e-05 0.000208337 0.000244819 0.000228363 0.000193574 0.000149152 6.8938e-05 0.000124862
threshold=0.087635000000000005 0.096900000000000014 0.088135000000000005 0.11986000000000001 -0.082974999999999979 0.087505000000000013 0.078255000000000005 -0.10142499999999997 -0.083264999999999992 -0.15150999999999998 0.090795000000000015 -0.092174999999999993 -0.078439999999999996 0.099425000000000013 0.095040000000000013 0.088375000000000023 0.083780000000000007 -0.095524999999999985 -0.098194999999999991 -0.065739999999999979 -0.24290999999999999 0.093680000000000013 0.086920000000000011 0.089300000000000004 0.086495000000000002 0.088295000000000012 -0.077999999999999986 0.073745000000000019 -0.5492149999999999 0.2506000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 7 -1 -9 -10 15 14 -13 -14 -12 16 18 -18 -11 -20 -21 22 27 24 -24 -26 -25 28 -22 -30
right_child=1 -3 -4 -5 5 -7 -8 8 9 10 11 12 13 -15 -16 -17 17 -19 19 20 21 -23 23 26 25 -27 -28 -29 29 -31
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leaf_weight=26 34 30 22 24 20 21 31 22 33 26 21 26 29 44 20 29 21 33 38 22 43 20 31 23 26 21 21 28 2315 21
leaf_count=26 34 30 22 24 20 21 31 22 33 26 21 26 29 44 20 29 21 33 38 22 43 20 31 23 26 21 21 28 2315 21
internal_value=0 4.44237e-05 -5.36936e-06 5.30607e-05 0.000105704 0.00021568 -2.25857e-06 -1.02354e-06 9.45726e-08 -1.20034e-06 1.53324e-07 5.41164e-05 0.000124453 3.45095e-05 -0.000115721 -2.62623e-06 -1.0599e-06 0.000112485 -3.38683e-06 -1.29127e-06 -3.62898e-06 -2.1815e-06 -3.62989e-06 -6.8575e-05 -0.000166723 -2.28408e-05 0.000105415 -3.38116e-07 -3.03871e-06 -5.34827e-06
internal_weight=0 151 121 99 75 41 2970 2939 2913 2891 2858 140 99 73 41 2718 2689 54 2635 2609 2571 2549 2529 122 78 47 44 2407 2379 2336
internal_count=3121 151 121 99 75 41 2970 2939 2913 2891 2858 140 99 73 41 2718 2689 54 2635 2609 2571 2549 2529 122 78 47 44 2407 2379 2336
is_linear=0
shrinkage=0.1


Tree=2743
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 399 1429 156 11 0 52 1 1429 1429 2 484 484 475 1373 484 0 3 16 13 483 484 16 1447 52 52 403
split_gain=3.16364e-05 0.000931987 0.000468548 0.000156617 4.1793e-05 3.54629e-05 0.00012629 3.85545e-05 0.000167181 0.000103004 0.000128666 0.000116998 3.85875e-05 7.64283e-05 3.84288e-05 0.00030539 0.000263775 0.000229283 0.000157481 0.000262272 0.000256081 0.000131866 9.32842e-05 0.000132005 7.09496e-05 6.0367e-05 5.6362e-05 0.00036539 0.000288154 0.000151001
threshold=-0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 0.087485000000000021 -0.23752499999999996 0.32523500000000005 0.095720000000000013 0.024095000000000002 -0.55692499999999978 0.10325000000000002 0.083595000000000017 -0.078659999999999994 0.08734500000000002 0.085845000000000019 0.085435000000000025 -0.085734999999999992 1.0000000180025095e-35 0.090535000000000018 -0.067624999999999977 -0.083784999999999984 0.066275000000000014 -0.085384999999999975 0.08981500000000002 0.11803500000000001 -0.14158499999999996 -0.086279999999999982 -0.0087299999999999982 0.11639500000000001 -0.5492149999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 7 9 -9 10 11 -7 13 -11 15 26 -16 18 20 21 -18 22 25 24 -24 -20 27 -14 -29 -28
right_child=2 -3 4 -5 -6 6 -8 8 -10 12 -12 -13 14 -15 16 -17 17 -19 19 -21 -22 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=-2.316468719668926e-06 -0.00046250658130950553 0.00065396177341509347 -0.00013335520619875752 -0.00029754003015113999 0.00010356168635879816 0.0001544657986583102 0.00025066970032639802 4.1678657875402283e-05 -0.00030828889617363794 6.0279151622318864e-06 0.00029591488710138951 -0.00016464531829115005 -0.00042822126587535342 -0.00024171026947442445 0.00031928160206007306 -0.0003762868762185628 -2.2912112116399742e-05 -0.00032407313148723915 -3.4522430328449802e-06 -0.00024804311228523914 0.00043116361162189964 0.00026686738502062129 0.00016500619015211919 -0.00024660973400526787 -8.3614380613047023e-05 0.00022103230998618529 0.00017818995888290454 0.00028124449238896851 -0.00020630312342704698 -2.9616087981086744e-06
leaf_weight=177 22 22 20 20 39 27 20 39 21 33 26 20 22 20 29 22 27 20 23 38 23 23 22 26 24 25 47 27 22 2195
leaf_count=177 22 22 20 20 39 27 20 39 21 33 26 20 22 20 29 22 27 20 23 38 23 23 22 26 24 25 47 27 22 2195
internal_value=0 3.665e-05 -2.76579e-06 -3.22884e-05 7.46116e-07 -6.65291e-07 2.75439e-07 -1.51245e-06 -8.081e-05 2.23356e-07 0.000117417 1.86738e-05 -2.98322e-06 -8.74582e-05 -1.27111e-06 -5.46897e-06 3.37361e-05 7.44738e-07 2.88675e-05 -1.4529e-05 0.000185963 4.75237e-05 5.48287e-06 -6.65064e-05 3.52911e-05 0.000113467 -1.94195e-06 -8.96611e-05 6.23456e-05 8.35949e-07
internal_weight=0 219 2902 197 2880 2841 2821 2801 60 2741 73 47 2668 53 2615 2335 280 251 231 181 50 143 120 72 46 48 2313 71 49 2242
internal_count=3121 219 2902 197 2880 2841 2821 2801 60 2741 73 47 2668 53 2615 2335 280 251 231 181 50 143 120 72 46 48 2313 71 49 2242
is_linear=0
shrinkage=0.1


Tree=2744
num_leaves=31
num_cat=0
split_feature=132 1185 1203 48 131 400 0 43 4 12 156 475 1446 471 479 159 12 13 52 1 2 0 3 12 4 12 12 12 12 16
split_gain=3.22673e-05 0.00026022 7.82878e-05 3.60936e-05 5.13419e-05 5.12513e-05 5.15086e-05 5.93816e-05 4.36987e-05 4.02354e-05 3.18018e-05 0.000124091 4.71513e-05 4.77358e-05 4.33553e-05 6.11e-05 5.05312e-05 0.00013443 0.000238996 0.000369374 0.000226968 0.000313605 0.000159488 5.23312e-05 0.000416027 0.000293541 0.000323156 0.000270013 0.000112172 0.000285397
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.086125000000000021 -0.076979999999999979 0.10931000000000002 -0.073309999999999986 -0.0065949999999999993 -0.085034999999999986 0.088305000000000008 0.3248100000000001 0.13528000000000004 -0.093534999999999993 0.10338500000000002 0.10713500000000002 0.16394500000000004 0.10866500000000003 0.24813000000000004 0.12445000000000002 0.13707500000000003 0.113445 -0.064339999999999994 -0.063814999999999997 0.098330000000000015 -0.093124999999999986 0.097575000000000009 0.096990000000000007 0.096525000000000014 0.095330000000000012 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 -6 -9 11 12 -3 14 15 16 23 18 19 20 21 -18 -22 25 -25 26 27 28 -14 -30
right_child=1 10 -4 -5 5 -7 -8 9 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00013770701892402333 0.00035355126061144157 0.00014873418424810685 -0.00019633373923608343 -0.00012433342393566049 6.5537040158233136e-05 -0.00014738637983100489 -0.00013878181402105839 1.9000303873326632e-05 -0.00011347620641269412 0.00021104840758804735 -0.0001168623576750574 0.00024941307245171632 8.0073439411102575e-07 -0.00015187268502250804 0.0001069909115825352 -0.00014894984165688844 5.3683806904051125e-05 -0.00016727782179562685 0.0003766401564462285 -0.00030306003645119538 -0.00022321712698929175 0.00056489556972380908 0.00014166363286130946 -0.00042625535802821667 3.8525830084971081e-07 0.00033447802192173329 -0.00038484564760107214 0.00030888508782871734 -0.00043622248950192619 -1.0541164396099271e-05
leaf_weight=24 21 21 27 26 25 26 20 20 30 24 23 20 2182 21 37 28 28 24 24 26 23 21 25 26 189 26 22 28 21 63
leaf_count=24 21 21 27 26 25 26 20 20 30 24 23 20 2182 21 37 28 28 24 24 26 23 21 25 26 189 26 22 28 21 63
internal_value=0 2.81375e-06 -3.67436e-05 -1.46465e-05 2.22837e-06 -2.01957e-05 7.59388e-06 3.71647e-05 -3.21065e-05 0.000123754 2.54514e-07 1.19801e-06 -5.53064e-07 -1.66715e-06 -5.37783e-07 -1.98138e-06 -4.72909e-07 5.21561e-05 8.7982e-05 3.16585e-05 0.000121377 0.000272775 -3.31751e-05 -3.99248e-06 -5.12085e-05 3.42034e-07 -3.40906e-06 2.49006e-07 -3.56468e-06 -0.000116961
internal_weight=0 2899 222 195 169 145 119 99 55 44 2878 2855 2835 2814 2793 2756 2728 171 147 123 97 49 48 2557 215 2342 2316 2294 2266 84
internal_count=3121 2899 222 195 169 145 119 99 55 44 2878 2855 2835 2814 2793 2756 2728 171 147 123 97 49 48 2557 215 2342 2316 2294 2266 84
is_linear=0
shrinkage=0.1


Tree=2745
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1429 156 11 11 11 12 471 11 11 156 156 2 2 2 16 16 3 483 482 120 484 2 160 133 131 4
split_gain=3.16417e-05 0.00101953 0.000441642 0.000220085 3.31259e-05 0.000111938 3.27448e-05 0.000149714 7.83257e-05 0.000156084 4.29445e-05 5.17793e-05 6.2571e-05 4.10284e-05 5.60059e-05 4.10676e-05 0.000209398 0.000175763 0.000141717 0.000134409 0.000131931 0.00012494 0.000317551 0.000190095 0.000226939 0.000165827 0.000164413 0.000152081 0.000103983 0.000106731
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.23752499999999996 0.32523500000000005 0.095720000000000013 0.099410000000000012 0.086595000000000019 0.098810000000000023 0.10277000000000001 0.082485000000000017 0.080455000000000013 -0.092624999999999985 -0.085604999999999987 0.10584500000000001 0.10699500000000002 0.10444500000000002 -0.5435399999999998 -0.5335399999999999 -0.096099999999999977 0.10143000000000001 0.090355000000000005 1.0000000180025095e-35 0.095930000000000015 0.11067500000000001 0.11205000000000002 0.048520000000000008 0.10156500000000002 0.50644500000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 8 -8 10 -10 11 12 13 -6 -15 17 -17 -16 -18 -20 -21 22 23 24 25 27 28 -22 29 -27
right_child=2 -3 4 -5 5 -7 7 -9 9 -11 -12 -13 -14 14 15 16 18 -19 19 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.5374410080229692e-06 -0.00044911157614974811 0.00066650881366829562 -0.00012760595185682178 -0.00035160500970960129 -0.00012484278906615349 0.00023728896514512598 -0.00029660333384526897 3.848677937639877e-05 0.00023545891517163625 -0.00010967392270686105 0.00013507272572536275 -0.00014838080751360396 0.0001710954456939362 0.00014234205673683729 5.7527490551773687e-07 -0.00029263955943211579 0.00023636903074062006 0.00023681877368062488 -0.00025908786116380489 -0.00017156554848120418 -8.1236634980000197e-06 -0.00018021439708022896 0.00036478335526771849 -0.00027543154498440952 0.00028875269532103895 9.4160055114194155e-07 0.00028141471014206138 -0.00039342820673482493 0.00018853555988103976 -0.00020564810129144464
leaf_weight=176 22 23 20 20 27 20 20 40 38 20 23 24 21 27 1986 28 22 32 23 47 21 34 25 24 28 234 22 20 26 28
leaf_count=176 22 23 20 20 27 20 20 40 38 20 23 24 21 27 1986 28 22 32 23 47 21 34 25 24 28 234 22 20 26 28
internal_value=0 3.6653e-05 -2.76603e-06 -3.72586e-05 6.43554e-07 1.5404e-06 -1.19797e-07 -7.32099e-05 1.45769e-06 0.000116448 -9.92501e-07 -2.152e-06 -8.40045e-07 -2.2005e-06 -9.39996e-07 -2.42793e-06 -2.58304e-05 4.32146e-06 -1.23455e-05 -2.26307e-05 -1.1946e-05 4.2924e-06 1.89495e-05 -2.50424e-06 1.47788e-05 -7.07671e-06 1.79201e-05 -0.000196077 -2.20794e-06 -2.11367e-05
internal_weight=0 219 2902 196 2880 2860 2840 60 2780 58 2722 2699 2675 2654 2627 2600 582 2018 554 532 509 462 428 403 379 351 310 41 288 262
internal_count=3121 219 2902 196 2880 2860 2840 60 2780 58 2722 2699 2675 2654 2627 2600 582 2018 554 532 509 462 428 403 379 351 310 41 288 262
is_linear=0
shrinkage=0.1


Tree=2746
num_leaves=31
num_cat=0
split_feature=156 475 1446 471 1 1 33 1 4 1419 1 1 457 0 483 160 1456 483 483 160 1 1 1 12 16 16 15 16 2 0
split_gain=3.61981e-05 0.000104542 3.79513e-05 4.33299e-05 4.31225e-05 0.000455547 0.000299325 0.000130155 0.000491279 0.000123465 0.000126046 0.000194505 0.000105997 0.00019469 9.73771e-05 0.000149827 0.000115681 0.000155954 0.000226843 0.000109474 9.59245e-05 8.60685e-05 0.000122243 0.000147014 9.94507e-05 0.000214707 0.000528161 0.000131002 0.000119854 0.000109534
threshold=0.3248100000000001 0.13528000000000004 -0.093534999999999993 0.10338500000000002 0.091535000000000019 0.09202500000000001 -1.0000000180025095e-35 0.090275000000000008 -0.076229999999999978 0.089680000000000024 0.089625000000000024 0.089175000000000018 0.10487 -0.23001499999999997 -0.096724999999999992 0.11205000000000002 -0.077349999999999988 0.10143000000000001 0.09567500000000001 0.10493500000000001 0.088485000000000022 0.092695000000000013 0.094090000000000021 0.092465000000000006 -0.086989999999999984 -0.042349999999999992 -0.083359999999999976 -0.105305 0.17025000000000004 -0.072269999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 9 -9 10 11 12 13 -4 -8 16 -16 18 19 21 -15 -18 23 -23 27 26 -26 28 -24 -28
right_child=-2 -3 3 -5 5 6 14 8 -10 -11 -12 -13 -14 20 15 -17 17 -19 -20 -21 -22 22 24 -25 25 -27 29 -29 -30 -31
leaf_value=0.00013338320783250744 -0.00012498928345334919 0.00022328883254279694 0.00025604285324031179 -0.00014465880733388034 -0.00045741241850444803 0.00034162946588670219 -0.00021920681253465339 -0.00011713609976660726 0.00042067226882367824 0.00021550459215952152 -0.00019984453214302422 0.0003060888754026521 -0.00016988438971263047 2.3706868466373097e-06 0.00016141202317417733 0.00025982830338762143 -0.00022224793610803317 -0.00021945430303159624 0.00030963768258516214 -0.00025430434885493014 -0.00016718721261200058 0.00034981858758328601 -1.8408700827960813e-05 -3.3606001379666851e-05 -0.00054148869119295532 -1.4516230291967226e-05 0.00010740078993671154 0.0002311169896361039 0.00021045898762531579 -0.00015072451913770887
leaf_weight=21 23 21 30 21 23 24 23 35 33 27 31 21 36 1787 35 20 20 39 21 20 34 20 270 20 29 319 31 27 25 35
leaf_count=21 23 21 30 21 23 24 23 35 33 27 31 21 36 1787 35 20 20 39 21 20 34 20 270 20 29 319 31 27 25 35
internal_value=0 9.27935e-07 -5.89641e-07 -1.51027e-06 -5.19781e-07 -1.75113e-05 -7.16593e-06 7.8423e-06 0.000143859 3.13775e-06 1.80601e-07 3.43049e-06 6.2268e-08 3.36755e-06 -1.59407e-05 -1.0919e-05 -1.6863e-05 -2.39859e-05 -1.4878e-05 -2.32295e-05 -7.95139e-07 -1.74236e-05 -1.21446e-05 0.000158106 -2.13974e-05 -5.38159e-05 -0.00018578 2.02835e-05 9.86866e-07 -2.94838e-05
internal_weight=0 3098 3077 3056 3035 1001 978 2034 68 1966 1939 1908 1887 1851 954 931 911 876 837 816 1821 796 776 40 736 414 95 322 295 66
internal_count=3121 3098 3077 3056 3035 1001 978 2034 68 1966 1939 1908 1887 1851 954 931 911 876 837 816 1821 796 776 40 736 414 95 322 295 66
is_linear=0
shrinkage=0.1


Tree=2747
num_leaves=31
num_cat=0
split_feature=33 43 1371 1371 43 1452 482 15 13 13 13 43 133 3 43 1373 151 456 0 16 16 129 132 0 131 15 12 16 0 43
split_gain=4.01438e-05 3.34057e-05 0.000168249 0.000127384 0.000117335 0.000120989 0.000144749 0.000214428 0.000156362 0.000248148 0.000117745 0.00011511 0.000110092 0.00017387 0.000102287 9.69113e-05 8.96353e-05 0.000124686 9.13013e-05 0.000221638 0.000198484 0.000192881 0.000149206 0.000151727 0.000204221 0.000136887 0.000180753 0.000177885 0.000128987 0.000110714
threshold=-0.009184999999999997 -0.082389999999999977 0.083235000000000017 0.083235000000000017 -0.08287499999999999 0.088360000000000008 0.098465000000000011 -0.47308999999999996 -0.085669999999999982 -0.08645499999999999 -0.083894999999999983 -0.082144999999999982 0.087720000000000006 -0.085709999999999995 -0.088004999999999986 1.0000000180025095e-35 -0.091874999999999984 0.086650000000000019 -0.079829999999999998 -0.077879999999999991 -0.083134999999999987 0.083780000000000007 0.10833500000000001 -0.080689999999999984 0.087705000000000019 -0.068899999999999975 0.089410000000000003 0.22339500000000004 -0.075359999999999996 -0.09225499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 11 5 6 7 -2 9 12 14 -3 13 -9 -10 -13 -12 18 21 20 -20 22 23 24 -18 -21 29 28 -28 -27
right_child=1 3 -4 -5 -6 -7 -8 8 10 -11 16 15 -14 -15 -16 -17 17 -19 19 25 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00011322980525062209 0.00032080700950159341 -0.00023028897510150935 0.00027915168163114383 -0.00022967034601606429 0.00023313958726564875 0.00022048281942261386 -0.00021473441823130295 3.8330850097386601e-06 4.1854681778484244e-05 -0.00038489183364436036 0.00015181709858529176 -3.2202707814803525e-06 0.00012032485437885043 -0.00031707917722815186 0.00034266160393599422 0.00015582705412107783 -6.1051793481628583e-05 -0.00024409027956564735 5.9298374935679021e-05 -0.00019646075382234843 0.00048584707087911738 0.00013882379006484853 -0.00033793102949857711 -0.00026966046360838743 0.0002555228282896375 -0.00018995871815161831 0.00023904337969725018 0.00034791372255077246 -7.7694927876513652e-05 9.9428490675563803e-05
leaf_weight=31 21 22 24 25 23 25 31 52 26 25 39 2168 32 25 20 39 135 21 24 29 20 51 20 27 24 39 20 27 36 20
leaf_count=31 21 22 24 25 23 25 31 52 26 25 39 2168 32 25 20 39 135 21 24 29 20 51 20 27 24 39 20 27 36 20
internal_value=0 1.13596e-06 1.82088e-05 -5.19628e-06 1.04962e-05 4.00592e-06 -3.07775e-06 5.87363e-06 -3.41514e-06 -0.000100743 1.91488e-05 -2.67862e-06 -3.55712e-05 -0.000100359 0.00017264 -4.09738e-07 5.87693e-06 -5.66803e-06 4.93974e-06 5.30253e-05 0.000253184 -3.52875e-05 -7.83927e-05 -5.04854e-05 -1.32669e-05 1.52245e-06 4.19556e-05 0.000137079 3.54259e-05 -9.18614e-05
internal_weight=0 3090 836 2254 812 789 764 733 712 134 578 2229 109 77 46 2207 532 493 472 215 44 257 206 186 159 171 142 83 56 59
internal_count=3121 3090 836 2254 812 789 764 733 712 134 578 2229 109 77 46 2207 532 493 472 215 44 257 206 186 159 171 142 83 56 59
is_linear=0
shrinkage=0.1


Tree=2748
num_leaves=31
num_cat=0
split_feature=33 132 1185 1203 47 47 9 0 49 16 47 131 2 484 1 47 1 3 47 47 0 11 51 475 474 52 155 475 475 157
split_gain=3.25165e-05 3.25981e-05 0.000269342 0.000112877 3.91917e-05 0.000212819 0.000187005 0.000342091 7.00967e-05 0.000104192 6.69039e-05 5.77994e-05 8.58027e-05 0.0001739 0.000131111 0.000125751 5.38068e-05 0.000114874 4.84756e-05 0.000110179 9.53626e-05 5.3173e-05 0.000208006 0.00010336 7.92114e-05 8.09639e-05 0.000244135 0.000226522 5.70687e-05 0.00042113
threshold=-0.009184999999999997 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.094160000000000008 0.096850000000000006 0.09055500000000001 1.0000000180025095e-35 -0.0087049999999999992 -0.011734999999999997 0.091210000000000013 0.096490000000000006 0.10402500000000002 -0.051889999999999999 0.111945 0.13283000000000003 0.089935000000000015 -0.077644999999999978 0.087235000000000021 0.079365000000000005 -0.10151999999999999 0.094350000000000003 -0.057604999999999996 -0.24039999999999997 -0.095399999999999985 -0.56022499999999986 0.11245500000000001 -0.080004999999999979 -0.085719999999999977 -0.086394999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 10 -8 9 -7 18 12 13 -10 -14 -16 -15 -18 19 21 -21 23 -23 -4 -25 27 28 -26 29 -27
right_child=1 2 4 -5 5 8 7 -9 11 -11 -12 -13 14 16 15 -17 17 -19 -20 20 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.00010190682763594293 -9.3616495625890541e-06 0.0003606975644028613 -0.00016553722525597365 -0.00022752422136599541 0.00032116976059721005 -0.00025919220834938727 -0.00046447298433728676 7.5224145099206884e-05 0.00032737972749735629 4.2093492478064343e-05 0.00017870803453011572 -9.0996076596638897e-05 -0.00025212952794390731 -7.0671354284665246e-05 0.0002272504548024947 -0.00010374152388976655 0.00026126755215227603 -6.0846945497259089e-06 -0.00011573250551716935 -1.5604062209604308e-05 0.0002702969286994111 0.00033296984818827533 -6.646687402280805e-05 0.00017566338274627925 8.681910819307502e-05 0.00046250896973236069 0.00033859715428358563 -0.00038342356405337343 -7.0121558680231426e-06 -6.2600659780238341e-05
leaf_weight=31 195 21 39 27 24 22 24 23 27 24 21 32 20 30 22 24 25 45 36 20 28 22 32 25 21 21 21 20 2143 56
leaf_count=31 195 21 39 27 24 22 24 23 27 24 21 32 20 30 22 24 25 45 36 20 28 22 32 25 21 21 21 20 2143 56
internal_value=0 1.02237e-06 3.87999e-06 -3.58949e-05 1.24804e-06 3.5757e-05 -2.74105e-06 -0.000200366 1.04806e-05 -0.000102 9.66879e-07 3.34766e-05 5.41146e-05 0.000102181 -3.83769e-05 5.4559e-05 4.13774e-05 8.93983e-05 -5.35763e-07 1.15831e-06 0.000151172 -1.84196e-06 9.62666e-05 -4.10021e-06 -1.37111e-06 -3.31057e-06 -7.62811e-07 -0.000142568 -3.97297e-06 8.06111e-05
internal_weight=0 3090 2868 222 2847 295 2552 47 271 46 2505 225 193 127 66 46 100 70 2484 2448 48 2400 54 2346 2307 2282 2241 41 2220 77
internal_count=3121 3090 2868 222 2847 295 2552 47 271 46 2505 225 193 127 66 46 100 70 2484 2448 48 2400 54 2346 2307 2282 2241 41 2220 77
is_linear=0
shrinkage=0.1


Tree=2749
num_leaves=31
num_cat=0
split_feature=39 39 1 12 1 142 46 3 47 47 47 393 131 47 47 42 13 15 0 13 131 47 47 48 150 1 400 9 3 376
split_gain=3.39039e-05 4.79959e-05 8.21115e-05 5.61533e-05 0.000194177 9.14561e-05 6.11438e-05 0.000365811 4.50135e-05 0.000346337 0.000198573 9.35324e-05 7.59881e-05 7.28668e-05 7.73197e-05 8.28291e-05 0.000112283 0.000142547 0.000114241 7.66242e-05 8.40894e-05 6.16778e-05 0.000121011 5.68205e-05 0.000101718 0.000147359 5.02199e-05 5.18387e-05 0.000169557 5.25709e-05
threshold=-0.083889999999999978 -0.020804999999999994 0.16540500000000002 0.12757000000000002 0.13075500000000004 -0.057499999999999989 1.0000000180025095e-35 0.099930000000000005 0.092165000000000011 0.096475000000000019 0.089785000000000018 0.12765500000000005 0.13767000000000004 0.10094500000000002 0.10397500000000001 -0.058859999999999989 -0.07743499999999999 -0.066844999999999988 -0.14001499999999997 -0.083764999999999992 0.081165000000000001 0.087235000000000021 0.079365000000000005 0.12649500000000002 0.12820000000000001 0.094465000000000007 -0.14175499999999996 0.08925000000000001 -0.014944999999999998 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 8 -8 10 -10 11 12 21 -11 -15 -16 19 18 -18 20 -17 22 23 24 26 -26 -7 29 -29 -28
right_child=1 2 -4 4 -6 6 7 -9 9 13 -12 -13 -14 14 15 16 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.00012663356961378929 -0.00011407017847174045 0.00021433466150483582 0.00018099944832647452 8.7823113425768316e-06 -0.00035337020060978832 0.00012925351482787544 -0.00043881331352167762 0.00012114373644830527 -0.00032150474889931503 0.00014027698482485515 0.00031199660013607217 0.00020856121290390467 -0.00018356295516820285 -0.00018858815173110127 0.00019803059942205436 0.00010110664386754959 -3.1203281832858925e-06 6.6691696017240996e-05 -0.00030272094482955127 0.00022804897810353646 -0.00015068841083640499 -0.00015646348474547268 0.0001793880926068316 -0.00015458622899883347 -2.5497548042386331e-05 0.00035377846848859917 0.00011685997841494908 0.00026077705770148895 -0.00012045035939081573 -4.9234539273967932e-06
leaf_weight=21 37 20 25 57 20 30 20 28 37 35 21 22 22 23 20 36 20 34 35 22 21 24 39 23 21 20 36 28 20 2304
leaf_count=21 37 20 25 57 20 30 20 28 37 35 21 22 22 23 20 36 20 34 35 22 21 24 39 23 21 20 36 28 20 2304
internal_value=0 -8.57843e-07 5.09724e-07 -9.75544e-07 -8.52833e-05 1.21686e-06 -2.32432e-07 -0.000112172 1.62484e-06 -3.62564e-05 5.73227e-06 3.24808e-06 1.48849e-06 6.64682e-06 -1.55193e-05 5.65399e-06 -1.7248e-05 -9.4271e-05 -0.000193775 6.95248e-05 8.34004e-06 3.08814e-06 4.60708e-06 1.86072e-06 3.32403e-06 0.000159515 6.75632e-07 -9.39668e-07 0.000101932 -3.04986e-06
internal_weight=0 3100 3063 3038 77 2961 2941 48 2893 283 2610 2589 2567 246 211 188 168 89 55 79 57 2545 2521 2482 2459 41 2418 2388 48 2340
internal_count=3121 3100 3063 3038 77 2961 2941 48 2893 283 2610 2589 2567 246 211 188 168 89 55 79 57 2545 2521 2482 2459 41 2418 2388 48 2340
is_linear=0
shrinkage=0.1


Tree=2750
num_leaves=31
num_cat=0
split_feature=472 474 153 0 150 447 483 158 1446 1455 49 484 160 158 42 158 3 158 484 471 0 0 13 13 1212 1212 1213 34 34 13
split_gain=3.31054e-05 8.96204e-05 4.15134e-05 3.88244e-05 0.000203668 5.60549e-05 5.9323e-05 4.34525e-05 0.000171182 0.000102537 0.000111669 7.35866e-05 0.000147448 6.80183e-05 0.000139175 9.58565e-05 8.78782e-05 7.46081e-05 7.1176e-05 5.81414e-05 5.35109e-05 0.000181841 0.000167136 0.000189529 0.000389402 0.000161976 0.000188274 0.000158999 0.000222457 0.000147357
threshold=-0.38234499999999999 0.12103000000000001 0.086100000000000024 -0.24955499999999997 1.0000000180025095e-35 0.094580000000000011 -0.47181499999999993 0.10380000000000002 0.086320000000000022 0.088555000000000009 0.089215000000000017 0.096295000000000006 -0.025879999999999997 0.085030000000000008 0.088200000000000014 0.096590000000000023 -0.017889999999999996 0.082560000000000008 -0.23687999999999995 -0.071899999999999978 -0.09595999999999999 -0.09515499999999999 -0.088069999999999996 -0.089109999999999981 0.085450000000000012 -0.088009999999999991 -0.092319999999999985 -0.085739999999999983 -0.057544999999999992 -0.087404999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 13 9 10 11 12 -9 17 15 16 -15 18 -8 -20 -21 -22 23 25 -25 26 -23 -24 -29 -30
right_child=1 -3 -4 5 -6 -7 7 8 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 20 21 22 27 24 -26 -27 -28 28 29 -31
leaf_value=-0.00011699496790242848 0.00025417931203264744 0.00020678767621228915 -0.00014061794777046004 0.00014252307250742512 -0.00015186807473323175 -0.0001565201508939303 0.00013581744098796901 -0.00028148625482572243 -0.00029188905225601048 0.00019024113575224794 -0.0002604422143485863 0.00016480548136834324 2.9580839930076765e-05 1.3747899677638292e-05 0.00027412081426182006 -0.00011022076245402837 0.00025432833539195022 -0.00017028152746766307 -0.00015083029405874327 -2.871903792378461e-05 0.00028051813521112002 6.4271307324556152e-05 -0.00026896804553436362 0.0005169331920534695 -6.9983568391762677e-05 8.6401436105916219e-05 -0.0003132866683008615 0.0002569024984495627 -0.00021229969324849663 -4.9324744917592436e-06
leaf_weight=24 30 21 21 29 21 23 38 20 25 22 20 21 64 49 27 37 22 26 26 533 24 28 23 26 20 170 25 32 35 1639
leaf_count=24 30 21 21 29 21 23 38 20 25 22 20 21 64 49 27 37 22 26 26 533 24 28 23 26 20 170 25 32 35 1639
internal_value=0 9.06649e-07 -4.98911e-07 4.64264e-07 8.69833e-05 -1.0046e-06 1.95284e-07 -1.20292e-06 -4.99791e-05 -8.83793e-06 -4.38758e-05 -2.62511e-06 -4.44828e-05 1.81488e-06 7.10516e-05 2.02843e-05 8.8294e-05 -1.71894e-06 -4.55408e-08 -2.04585e-06 -5.31799e-07 6.89837e-06 3.61164e-06 7.69378e-05 0.000261752 3.88147e-05 -0.000113822 -7.79653e-06 -4.27546e-06 -9.26811e-06
internal_weight=0 3097 3076 3055 51 3004 2981 2952 172 147 125 105 84 2780 135 108 71 2645 2619 2581 2555 2022 1998 269 46 223 53 1729 1706 1674
internal_count=3121 3097 3076 3055 51 3004 2981 2952 172 147 125 105 84 2780 135 108 71 2645 2619 2581 2555 2022 1998 269 46 223 53 1729 1706 1674
is_linear=0
shrinkage=0.1


Tree=2751
num_leaves=31
num_cat=0
split_feature=474 484 1429 49 1375 1375 1371 51 157 1429 2 2 4 49 474 484 42 15 150 457 457 148 49 13 16 42 3 49 1375 15
split_gain=3.15121e-05 0.000149128 0.000547689 0.000276097 0.000147606 0.000365176 0.000122534 0.000118787 0.000107232 9.37899e-05 0.000180731 0.000113825 0.00017776 0.000138049 0.000150243 5.44439e-05 6.06225e-05 5.4019e-05 5.22105e-05 7.45078e-05 8.72563e-05 0.000117652 5.11185e-05 0.000140862 0.000164509 0.000253249 0.000137832 0.000136267 0.000110643 0.000140189
threshold=0.08393500000000001 0.085790000000000019 0.083840000000000012 0.10299000000000001 -0.15308499999999997 -0.4078199999999999 0.081810000000000008 -0.0046749999999999995 -0.090569999999999998 0.084855000000000014 0.088850000000000012 0.11067500000000001 -0.025314999999999994 -0.0083799999999999986 0.089435000000000014 0.087235000000000021 0.08623500000000002 -0.016799999999999995 0.12706500000000001 0.098180000000000003 0.091945000000000013 -0.077789999999999984 -0.008624999999999999 -0.095539999999999986 -0.12029499999999999 0.088060000000000013 0.090900000000000009 -0.0049799999999999992 0.084315000000000015 -0.09551999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 7 5 -1 18 8 -2 11 -11 12 -10 -14 -15 -4 17 -17 19 20 22 -22 23 -6 25 -25 28 -24 29 -26
right_child=1 2 15 -5 6 -7 -8 -9 9 10 -12 -13 13 14 -16 16 -18 -19 -20 -21 21 -23 27 24 26 -27 -28 -29 -30 -31
leaf_value=-7.6201126480904917e-05 0.0002266965487797279 -0.00059541605907725175 0.00012321494141360746 0.00033338140521664171 0.00010374110509578491 0.00047737038892757322 -0.00018528558269151422 -0.00023778335344104562 -0.00032492522742748927 0.00032969286592560826 -9.5431639783782893e-05 9.8685593859824754e-05 0.00011903734258500182 -0.00034883941139810307 3.8772417901782319e-05 -0.00021885619338216455 4.2570532927389394e-05 -1.6038114881666844e-05 0.00015646295532033866 -0.00014754829590498102 -2.1283850182953758e-05 0.00032172112107218707 0.00023454798233265488 -0.00041497165477873447 0.00018523307452495728 1.5976029564626515e-05 0.00022422013338655236 4.263929174239104e-06 -0.000262707259521862 -6.0779848503823073e-05
leaf_weight=26 20 20 20 25 61 22 35 22 28 20 20 35 34 20 20 29 35 24 22 33 20 20 26 30 27 25 20 2197 22 163
leaf_count=26 20 20 20 25 61 22 35 22 28 20 20 35 34 20 20 29 35 24 22 33 20 20 26 30 27 25 20 2197 22 163
internal_value=0 -2.73154e-05 -0.000114733 1.85429e-05 3.69638e-06 0.000177519 6.07338e-07 -1.73975e-05 7.21408e-06 -1.75862e-05 0.000117131 -5.69196e-05 -0.000110313 -2.91091e-05 -0.000155033 -2.57174e-05 -5.95656e-05 -0.000127014 3.04779e-06 1.77127e-06 3.65849e-06 0.000150219 1.37829e-06 -3.42601e-05 -6.35914e-05 -0.000219086 -2.67284e-05 6.95731e-06 -5.04027e-05 -2.58201e-05
internal_weight=0 372 128 244 2749 48 2701 219 197 177 40 137 102 74 40 108 88 53 2666 2644 2611 40 2571 348 287 55 232 2223 212 190
internal_count=3121 372 128 244 2749 48 2701 219 197 177 40 137 102 74 40 108 88 53 2666 2644 2611 40 2571 348 287 55 232 2223 212 190
is_linear=0
shrinkage=0.1


Tree=2752
num_leaves=31
num_cat=0
split_feature=367 12 130 10 1 0 33 1 45 39 1 41 41 16 14 16 147 1 43 42 16 12 13 3 2 160 2 484 128 130
split_gain=3.13017e-05 6.28801e-05 9.89687e-05 4.60779e-05 0.00020678 0.000125038 9.09091e-05 8.17707e-05 5.87592e-05 4.16098e-05 6.85988e-05 6.28915e-05 5.56099e-05 8.00238e-05 5.44421e-05 0.000137964 7.00477e-05 6.34849e-05 4.84324e-05 0.000102909 0.000189508 0.000168684 9.88468e-05 9.08085e-05 0.00013825 0.000203314 0.00010945 0.000101277 0.000101798 9.85867e-05
threshold=-0.0098099999999999975 0.23631000000000002 -0.22461999999999996 -0.010699999999999999 0.093400000000000025 -0.094299999999999981 -1.0000000180025095e-35 0.13842500000000005 0.094030000000000016 -0.020804999999999994 0.15471500000000002 0.11457000000000002 0.08690500000000001 -0.13088499999999997 0.078235000000000013 -0.48836499999999994 0.10361000000000002 0.081315000000000012 -0.088704999999999992 0.087745000000000004 -0.022939999999999999 0.088045000000000012 0.11217000000000001 -0.11255999999999998 0.10912000000000001 0.10210000000000001 0.089885000000000007 -1.0000000180025095e-35 0.089745000000000005 0.091705000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -5 -7 9 -8 11 12 14 -14 16 -16 18 -17 19 23 -21 -22 -20 26 25 27 -11 -25 29 -29
right_child=1 -3 3 6 5 7 8 -9 -10 10 -12 -13 13 -15 15 17 -18 -19 22 20 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=9.1431031014999962e-05 0.00019072257257196019 -0.00016955453862795946 -0.00033936024169220632 0.00018699642723032201 0.00017810334455654292 7.5813896617590928e-06 -0.00014301208721008153 -0.00023140094417613001 -0.00013151795505751473 1.0066744932352545e-05 0.00016342084573597488 -0.00017216875677972677 0.00025400866008047678 -1.8903468034378339e-05 -0.00030920066277758453 -0.00013766323431593178 0.00018855741625884548 8.475257760217188e-05 -7.7308304664084307e-06 0.0003748718880714201 -0.00019169917712653323 0.00015682400894215015 0.00018478653584544965 0.00025468297233601335 0.00022203256543006694 -0.00023720303021643001 -0.00023880458980177839 1.1176228407015919e-05 -0.00015470558086988227 0.00020049709500573741
leaf_weight=37 27 22 22 26 28 41 20 22 34 43 26 21 21 22 20 21 20 33 2182 23 21 41 27 20 34 30 30 144 29 34
leaf_count=37 27 22 22 26 28 41 20 22 34 43 26 21 21 22 20 21 20 33 2182 23 21 41 27 20 34 30 30 144 29 34
internal_value=0 -1.09694e-06 1.13403e-07 -1.5823e-06 -6.42391e-05 2.27373e-06 8.40775e-07 -7.58728e-05 -8.30512e-07 7.22029e-07 1.73353e-06 2.40677e-07 1.53606e-06 0.000114379 -2.27113e-07 -8.48393e-05 2.11094e-06 -1.74246e-06 7.0803e-07 3.0649e-05 0.000129719 3.87758e-05 -5.37774e-06 7.51435e-06 3.25309e-05 7.46064e-06 -9.22091e-05 3.9795e-05 1.90329e-05 4.73386e-05
internal_weight=0 3084 3062 3035 113 91 2922 63 2896 2862 2842 2816 2795 43 2752 74 2678 54 2658 449 85 62 2209 364 291 257 73 227 207 178
internal_count=3121 3084 3062 3035 113 91 2922 63 2896 2862 2842 2816 2795 43 2752 74 2678 54 2658 449 85 62 2209 364 291 257 73 227 207 178
is_linear=0
shrinkage=0.1


Tree=2753
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 33 40 2 130 0 11 156 155 11 156 0 9 10 1426 1429 52 157 484 157 1375 1 2 1375 3 2 456
split_gain=3.31068e-05 0.000896019 0.000445331 0.000170331 3.27857e-05 3.12256e-05 8.3556e-05 4.99908e-05 8.68984e-05 3.29406e-05 8.62633e-05 9.94675e-05 4.61392e-05 5.6182e-05 7.35858e-05 4.99369e-05 9.86889e-05 3.9471e-05 4.27141e-05 8.27829e-05 5.36846e-05 0.000459976 0.000274838 0.000147401 0.000820109 0.000113092 0.000106566 8.40132e-05 6.68759e-05 6.14989e-05
threshold=-0.083284999999999984 0.089480000000000018 0.11233000000000001 0.10022000000000002 -0.009184999999999997 -0.24620999999999996 0.31765000000000004 -0.093639999999999987 -0.087974999999999984 0.10458500000000001 0.3248100000000001 0.14230000000000001 0.095720000000000013 -0.094124999999999986 -0.079984999999999987 0.088235000000000022 0.09820000000000001 -0.052649999999999995 -0.069929999999999978 -0.085264999999999994 -0.087424999999999989 0.085790000000000019 -0.086394999999999986 -0.15308499999999997 0.087325000000000014 0.087470000000000006 -0.085004999999999983 -0.081459999999999991 0.082850000000000021 -0.091084999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -6 7 8 -7 10 11 12 13 14 -9 17 -17 -15 19 -19 21 25 -22 24 -24 28 -25 -27 -20 -28
right_child=2 -3 -4 -5 5 6 -8 9 -10 -11 -12 -13 -14 15 -16 16 -18 18 20 -21 22 -23 23 26 -26 27 29 -29 -30 -31
leaf_value=2.7079680099693556e-06 -0.00010169033610568037 0.00065858919323155923 -0.00045103523132804024 -0.00030508212475979237 0.00012621932342881336 0.00025667872313143953 -0.00018496743638631114 -1.6962264254245731e-05 -5.1149569117114884e-06 0.00011973758841834395 -0.00020233531305122946 0.00021289229004072365 -0.00013582698401296513 -0.00010282105899815902 0.00024776718706735187 0.00026851403963519261 -3.2259648863449303e-05 0.00021169330579701075 2.0820236495637801e-05 -5.8918935064866676e-05 0.00032977745344396685 -0.0005054111985373311 -0.00066221781737112911 0.00020532926428131761 0.00018953369323683618 -0.00021609675041754206 0.00014503124039038086 4.184158263212469e-05 0.00027942405409703497 -4.0881704714321835e-06
leaf_weight=178 31 21 22 20 20 21 24 21 32 23 21 22 25 39 21 20 24 26 20 20 25 20 20 25 26 23 28 28 20 2255
leaf_count=178 31 21 22 20 20 21 24 21 32 23 21 22 25 39 21 20 24 26 20 20 25 20 20 25 26 23 28 28 20 2255
internal_value=0 3.7492e-05 -2.82934e-06 -2.83819e-05 5.94458e-07 1.70742e-06 8.27166e-07 2.41685e-06 9.86146e-05 5.64206e-07 -4.40186e-07 1.12547e-06 -6.09031e-07 6.61337e-07 0.000115402 -1.17873e-06 0.000104456 -2.98374e-06 -1.44839e-06 9.40358e-05 -3.21235e-06 -7.11892e-05 -4.06734e-08 -3.54341e-06 -0.000180793 2.42442e-05 -1.07097e-08 -7.44835e-05 0.000150122 -2.25929e-06
internal_weight=0 219 2902 198 2880 2849 2829 2805 53 2752 2729 2708 2686 2661 42 2619 44 2575 2536 46 2490 111 2379 2354 46 91 2308 51 40 2283
internal_count=3121 219 2902 198 2880 2849 2829 2805 53 2752 2729 2708 2686 2661 42 2619 44 2575 2536 46 2490 111 2379 2354 46 91 2308 51 40 2283
is_linear=0
shrinkage=0.1


Tree=2754
num_leaves=31
num_cat=0
split_feature=394 39 39 1 130 0 52 4 10 13 9 2 8 2 34 31 44 158 1 41 48 376 484 475 150 484 133 133 49 159
split_gain=3.2763e-05 3.04747e-05 4.05585e-05 6.14918e-05 4.63891e-05 3.63059e-05 4.93159e-05 5.53702e-05 4.05809e-05 0.000152538 0.000284355 0.000118095 0.00023422 4.80398e-05 4.43479e-05 7.21718e-05 4.60724e-05 0.000103277 4.13814e-05 4.61356e-05 4.14847e-05 5.00877e-05 4.65018e-05 0.000252911 0.000216949 0.000169583 0.00011512 0.000141337 8.37748e-05 7.86635e-05
threshold=0.15288500000000002 -0.083889999999999978 -0.020804999999999994 0.16540500000000002 -0.22699999999999995 0.13134000000000004 0.095415000000000014 -0.35136499999999998 0.053330000000000009 -0.085584999999999981 0.092890000000000014 -0.080614999999999978 0.080475000000000005 -0.020134999999999997 -0.083494999999999986 -1.0000000180025095e-35 0.099360000000000018 -0.47356499999999996 0.15022500000000003 0.11457000000000002 0.15068000000000001 0.087010000000000018 0.085845000000000019 -0.085734999999999992 0.10389500000000002 0.085130000000000011 0.090445000000000011 0.086085000000000009 0.005085000000000001 -0.45371999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 8 7 -7 11 -10 -11 12 -6 -13 -15 -16 17 -17 19 20 21 22 25 -24 26 29 27 28 -25 -19
right_child=-2 2 3 -5 5 6 -8 -9 9 10 -12 13 -14 14 15 16 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00011908031221017674 0.00010768517063947261 -0.00010882884473955659 -0.00014653708269840785 0.00015562459157081321 0.00038380201927477333 -6.9672118388552914e-05 0.0001859094244196058 0.00013930144757198703 0.00013628668616134251 -0.00044203778750009161 6.0838661137613998e-05 -0.00013142396386809133 -6.7495830222944039e-05 0.00014272338475209488 -0.00019242181908339263 0.00019787720476205532 -0.00013174549601023533 -0.00012694739178579196 0.00014091200915572699 -0.00015110461626179693 -0.00014228500305242571 0.00011596898342152902 0.00032719504616344006 4.6017221022190591e-06 -0.00025198473375549556 -0.00024344248823278273 0.00021456409437803359 -0.00018507466546349949 0.00018483516390136045 -1.3509681153032021e-06
leaf_weight=21 28 35 22 25 23 32 24 21 22 22 23 29 23 21 20 26 27 51 20 21 21 36 27 98 29 30 32 31 35 2246
leaf_count=21 28 35 22 25 23 32 24 21 22 22 23 29 23 21 20 26 27 51 20 21 21 36 27 98 29 30 32 31 35 2246
internal_value=0 -9.74849e-07 -1.79554e-06 -5.6203e-07 -1.8584e-06 -7.93875e-07 6.69825e-05 1.31287e-05 -2.58542e-06 -7.9511e-05 -0.000185012 -7.74455e-07 0.000158153 -3.38541e-06 -2.04542e-06 -3.15092e-06 -1.76432e-06 -4.65953e-07 -2.39233e-06 -3.47103e-06 -2.29489e-06 -1.17068e-06 -2.80582e-06 3.79986e-05 3.29502e-06 -7.2247e-06 4.1066e-05 7.21271e-06 5.20316e-05 -4.13957e-06
internal_weight=0 3093 3072 3037 3012 2990 77 53 2913 67 45 2846 46 2800 2771 2750 2730 2703 2677 2657 2636 2615 2579 252 225 2327 196 164 133 2297
internal_count=3121 3093 3072 3037 3012 2990 77 53 2913 67 45 2846 46 2800 2771 2750 2730 2703 2677 2657 2636 2615 2579 252 225 2327 196 164 133 2297
is_linear=0
shrinkage=0.1


Tree=2755
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 483 482 484 1 12 482 3 12 1366 49 1 1 33 1 1 160 1427 457 4 0 3 11 1210 2 12
split_gain=3.13058e-05 0.000218433 0.000149669 3.07594e-05 0.000120193 3.04223e-05 5.66342e-05 0.000195628 0.000399595 0.000193048 0.000174807 0.000124498 0.00010971 4.92525e-05 4.75192e-05 4.5105e-05 0.000388574 0.00033083 0.000186987 0.000134344 0.000146916 0.000119941 0.000107703 0.000161814 0.000141883 0.000103729 0.00010488 0.000127729 0.000444671 0.000716089
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 0.13726000000000002 0.089605000000000018 0.090535000000000018 0.091095000000000023 0.094225000000000017 0.087425000000000017 -0.082284999999999983 0.08815000000000002 -0.079979999999999982 -0.004729999999999999 0.091345000000000023 0.09202500000000001 -1.0000000180025095e-35 0.090740000000000015 0.093100000000000002 -0.52336499999999997 0.078535000000000008 0.097000000000000017 -0.010024999999999997 -0.23001499999999997 -0.16726499999999997 0.083010000000000014 -0.05860499999999999 0.084245000000000014 0.085955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 10 9 12 11 13 -8 -9 14 -5 18 -17 -18 22 -19 -21 -22 24 -24 -15 -26 27 28 -27 -30
right_child=1 3 -4 4 -6 -7 7 8 -10 -11 -12 -13 -14 15 -16 16 17 19 -20 20 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-5.6390573743742722e-06 0.00032411583857278211 -0.00012315654363192151 -0.00025685229651302237 1.0812940756575421e-05 0.0002455781796015799 0.00011948510807650608 0.00011476144046845059 -0.0001798340216654734 -0.00056481740433810045 0.00027712951577996137 0.00028277914904968133 -0.00016773872268505585 0.00013971488142054848 0.00023064107083752916 0.00021306232956703753 -0.00037408638541819528 0.00036618024841236947 -0.00021599911666602236 0.00026374145956132065 0.00023896161164093825 -1.0978842947381942e-05 -0.00025321993747465536 6.9519094540737567e-05 -0.00030576468017426563 0.0001668112370201638 0.00038085426916577259 -0.00021720297280064025 -7.4714164315676062e-06 -0.00046266722471315281 0.00011532327432108175
leaf_weight=195 21 20 27 26 20 21 26 22 20 24 22 39 21 28 21 30 23 33 28 23 766 21 20 27 38 39 22 1367 27 104
leaf_count=195 21 20 27 26 20 21 26 22 20 24 22 39 21 28 21 30 23 33 28 23 766 21 20 27 38 39 22 1367 27 104
internal_value=0 2.77152e-06 -3.6192e-05 4.26758e-07 1.29158e-06 -4.29959e-07 -1.32389e-06 -6.06947e-05 -0.000195535 3.47539e-05 2.06236e-06 -5.47387e-05 -2.37753e-05 -2.74295e-07 0.00010118 -2.1111e-06 -2.02675e-05 -8.01053e-06 7.45841e-06 -1.82198e-05 -1.01621e-05 -1.74427e-05 3.16659e-06 -0.000146069 7.48296e-06 3.57036e-06 -4.08576e-07 2.69453e-06 8.44407e-05 -3.80454e-06
internal_weight=0 2899 222 2878 2858 2838 2817 152 63 89 2665 65 43 2643 47 2596 896 866 1700 843 810 787 1672 47 1625 1597 1559 1537 170 131
internal_count=3121 2899 222 2878 2858 2838 2817 152 63 89 2665 65 43 2643 47 2596 896 866 1700 843 810 787 1672 47 1625 1597 1559 1537 170 131
is_linear=0
shrinkage=0.1


Tree=2756
num_leaves=31
num_cat=0
split_feature=33 132 50 1185 1203 399 47 47 9 16 47 49 16 43 42 0 1 47 1 43 148 447 160 49 3 3 51 3 51 47
split_gain=3.96261e-05 3.01889e-05 0.000905921 0.000488235 0.000190272 3.45027e-05 3.32225e-05 0.000190882 0.000170384 0.0002944 6.35194e-05 5.3991e-05 7.95527e-05 5.17563e-05 8.15634e-05 8.625e-05 0.000164496 0.000145993 5.45469e-05 8.02394e-05 4.66e-05 0.000101174 7.15339e-05 4.73027e-05 0.000219988 0.000352837 0.000196387 0.000179825 0.000169638 6.87394e-05
threshold=-0.009184999999999997 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.087485000000000021 0.094160000000000008 0.096850000000000006 0.08925000000000001 -0.39185999999999993 0.091210000000000013 -0.0087049999999999992 -0.011734999999999997 -0.087324999999999986 -0.0098899999999999978 -0.094654999999999975 0.10781 0.10904500000000002 0.13210500000000003 -0.077824999999999991 -0.10069499999999999 0.094580000000000011 0.51752500000000012 0.10969000000000002 -0.087429999999999994 -0.081644999999999981 -0.44986999999999994 -0.072624999999999981 -0.35172999999999993 0.087885000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 8 -8 10 -10 20 12 -9 -13 -15 16 -16 -17 19 -19 -5 22 23 28 -25 -26 -27 -28 -22 -30
right_child=1 3 -4 5 -6 -7 7 11 9 -11 -12 13 -14 14 15 17 -18 18 -20 -21 21 -23 -24 24 25 26 27 -29 29 -31
leaf_value=-0.00011249740069146238 3.5392483174761631e-06 -0.00047088193135674702 0.00066143622572694555 0.0001190730130360862 -0.00032176894805161285 9.5434159256677596e-05 0.00030279686537445138 -0.00022752196617313366 1.591792725807393e-05 -0.00048279737922712229 0.00017385241461895584 -7.928747052918315e-05 3.5740811244977526e-05 0.00023583980163537142 -0.00022978583891076159 0.00028982106540262554 8.249881074998239e-05 9.8544218715026298e-05 0.00014458311240807896 -0.00015666032050246163 0.00026052573649212716 -0.00020669469064766113 0.00016150004737061898 0.00023628210024484857 -0.00047066812456416138 -0.00029052574935359071 0.00027073881525060039 -5.238126892197857e-05 7.1175597184023398e-07 -0.00014693712030293684
leaf_weight=31 178 22 21 32 20 39 24 22 29 20 21 37 24 21 31 26 37 22 22 28 25 24 27 22 22 23 24 61 2154 32
leaf_count=31 178 22 21 32 20 39 24 22 29 20 21 37 24 21 31 26 37 22 22 28 25 24 27 22 22 23 24 61 2154 32
internal_value=0 1.1286e-06 3.69167e-05 -1.60132e-06 -2.93202e-05 2.02247e-06 7.26007e-07 3.25346e-05 -2.9909e-06 -0.000187639 6.76625e-07 8.5113e-06 -9.01675e-05 2.87757e-05 5.01572e-05 2.66672e-05 -5.98663e-05 8.67108e-05 1.33654e-05 -4.43703e-05 -8.10167e-07 -2.39934e-06 -3.47837e-07 -2.19714e-06 -5.61586e-05 -0.000105649 -3.12928e-05 3.88526e-05 1.51256e-06 -1.44962e-06
internal_weight=0 3090 219 2871 198 2849 2810 294 2516 49 2467 270 46 224 187 166 68 98 72 50 2446 2414 2390 2363 152 130 108 85 2211 2186
internal_count=3121 3090 219 2871 198 2849 2810 294 2516 49 2467 270 46 224 187 166 68 98 72 50 2446 2414 2390 2363 152 130 108 85 2211 2186
is_linear=0
shrinkage=0.1


Tree=2757
num_leaves=31
num_cat=0
split_feature=448 0 48 3 3 403 151 132 399 399 1 43 43 0 0 42 4 0 0 3 42 475 3 1371 3 16 3 13 133 1456
split_gain=3.31939e-05 0.000122556 4.3702e-05 4.29048e-05 0.000197571 0.000150692 0.000149558 0.000121568 0.00117093 0.000729218 0.00019994 0.000106488 0.000251575 0.000137464 0.000402198 0.000241435 0.000371666 0.000195625 0.000151205 0.000187032 0.000175588 0.000126997 0.000407783 0.000280619 0.00014749 0.000260461 0.000188977 0.000155573 0.00067616 0.000387149
threshold=0.068920000000000023 -0.26609999999999995 -0.11278499999999998 -0.081644999999999981 -0.081814999999999985 -0.52800499999999995 0.13340000000000005 -0.083284999999999984 0.09141500000000001 0.091580000000000009 0.085475000000000009 -0.0064299999999999991 -0.0082299999999999995 -0.087184999999999985 -0.086234999999999992 0.086325000000000013 -0.081714999999999996 -0.093039999999999984 -0.081204999999999986 -0.13927999999999999 -0.027559999999999998 -0.085774999999999976 -0.087429999999999994 0.083235000000000017 -0.082234999999999989 -0.022939999999999999 -0.082404999999999992 -0.085744999999999988 0.092845000000000011 0.086355000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -5 7 8 10 11 -4 12 21 17 -15 18 -17 -13 -16 -20 -21 22 -9 24 26 -26 27 28 -23 -29
right_child=-2 2 3 5 -6 -7 -8 9 -10 -11 -12 13 -14 14 15 16 -18 -19 19 20 -22 23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.00023601373726375065 -0.00012841568015574013 0.00011360779155824496 3.6653953740218037e-05 -0.00020742624582430251 0.00029503635814762678 -8.4457732409006925e-06 -0.00025918575508209564 0.00017682704620528965 0.00080359410727396611 -0.00055717220068048762 -0.00031919525026751221 8.6188963568323136e-05 -0.00028729194919804049 -0.00041111187878414054 -0.00017168713148330917 0.00058475454774452372 -2.4889725536922925e-05 0.00043817716330522675 -1.7596390503256219e-05 5.1774866213755952e-05 0.000434297522609822 9.2337600310404221e-06 -0.00034597801037504011 0.00038326314061123414 7.0662264798080458e-05 -0.00042739198245163567 0.00029643198839672232 9.2960626764395647e-06 -0.00059900359800932085 0.00039708034447458987
leaf_weight=22 20 33 75 39 24 1579 21 25 20 23 20 75 31 20 37 20 20 20 115 28 21 108 37 20 21 21 23 554 22 27
leaf_count=22 20 33 75 39 24 1579 21 25 20 23 20 75 31 20 37 20 20 20 115 28 21 108 37 20 21 21 23 554 22 27
internal_value=0 8.28208e-07 -8.52234e-07 -2.09228e-06 1.05409e-05 -1.3242e-05 5.67774e-06 9.69952e-06 0.000108148 7.70834e-07 -3.82617e-05 1.10782e-05 -7.42894e-06 5.72941e-05 1.98046e-05 5.55653e-05 0.000279932 0.000160292 1.09151e-05 5.21119e-05 0.000215713 2.68266e-06 -0.00013517 1.34199e-05 3.88784e-06 -0.000178365 1.43165e-05 5.19037e-06 -9.36987e-05 2.7317e-05
internal_weight=0 3101 3079 3046 1428 1618 1404 1383 115 1268 95 1245 889 356 261 241 40 95 201 164 49 858 62 796 776 42 734 711 130 581
internal_count=3121 3101 3079 3046 1428 1618 1404 1383 115 1268 95 1245 889 356 261 241 40 95 201 164 49 858 62 796 776 42 734 711 130 581
is_linear=0
shrinkage=0.1


Tree=2758
num_leaves=31
num_cat=0
split_feature=132 1185 1203 33 40 130 40 41 12 14 16 9 2 97 2 97 2 16 15 2 1348 147 0 14 1456 45 13 16 16 4
split_gain=4.00015e-05 0.000259545 9.94166e-05 3.35432e-05 3.17596e-05 0.000106514 0.000128292 3.29129e-05 9.69721e-05 4.33627e-05 0.0001242 0.000106658 0.000225844 5.75286e-05 5.40615e-05 5.25801e-05 6.04983e-05 4.75698e-05 4.70772e-05 7.78612e-05 5.22957e-05 8.53341e-05 6.16026e-05 7.37308e-05 0.000120011 5.93132e-05 5.94015e-05 0.000291621 8.35444e-05 0.000107965
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.009184999999999997 -0.24620999999999996 -0.22699999999999995 -0.15322999999999998 0.08690500000000001 0.087075000000000014 0.078235000000000013 -0.48836499999999994 0.086220000000000005 -0.15339499999999998 -0.086464999999999986 0.092480000000000021 -1.0000000180025095e-35 -0.0091949999999999983 -0.083134999999999987 -0.42198999999999992 0.14838000000000004 0.089175000000000018 0.093875000000000014 -0.26343999999999995 -0.23960999999999996 0.12676500000000004 0.094030000000000016 -0.13710499999999998 -0.16927999999999996 0.064860000000000015 -0.111605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 -7 9 -9 11 -11 13 -13 -8 -12 17 -17 -15 19 -18 21 22 -20 -24 25 26 27 -25 29 -28
right_child=1 3 -4 4 5 6 7 8 -10 10 14 12 -14 15 -16 16 18 -19 20 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-1.6009843464428576e-05 0.00035341473842327974 -0.00010288232269005912 -0.00022075173107657101 0.00012727511420962401 -0.00021836183322276076 0.00024877352580439209 -0.00016645480167686141 0.00020061812470279015 -5.5824300266224258e-05 -0.00028930537984706462 -7.1269587184557363e-05 -2.1724783880472388e-05 0.00040664250460395132 0.0002074640060132167 0.00013279403516207821 -0.00013666540916980894 -2.2668795951176436e-05 -7.0622710544349891e-07 0.00016940617854495279 -0.00024473203346133234 0.00012933768394987055 -0.00016155385510501221 0.00015972748013405965 -0.00035393172513943649 -0.00021862905361922456 -0.00016977125909761528 0.00016833336694221742 2.4410547068481423e-05 -3.0946212021910281e-05 1.2983793284949002e-05
leaf_weight=195 21 31 27 20 22 21 21 30 29 20 37 32 20 23 20 33 75 21 22 20 32 32 29 27 25 20 46 83 458 1629
leaf_count=195 21 31 27 20 22 21 21 30 29 20 37 32 20 23 20 33 75 21 22 20 32 32 29 27 25 20 46 83 458 1629
internal_value=0 3.13288e-06 -4.09109e-05 5.76967e-07 1.7035e-06 8.15126e-07 2.53416e-06 6.76752e-07 7.45702e-05 -9.23142e-07 -7.48987e-05 1.22796e-06 0.000143032 -1.61249e-06 3.31684e-07 -2.68142e-07 -2.15224e-06 0.00010811 -3.7524e-07 -6.9419e-05 2.35433e-06 6.40509e-07 2.8595e-06 1.27813e-06 -7.30185e-07 1.67701e-06 3.20575e-06 -6.84553e-05 6.90135e-06 1.72501e-05
internal_weight=0 2899 222 2878 2847 2827 2805 2784 59 2725 77 2648 52 2596 57 2575 2531 44 2498 95 2403 2371 2339 2317 2288 2263 2243 110 2133 1675
internal_count=3121 2899 222 2878 2847 2827 2805 2784 59 2725 77 2648 52 2596 57 2575 2531 44 2498 95 2403 2371 2339 2317 2288 2263 2243 110 2133 1675
is_linear=0
shrinkage=0.1


Tree=2759
num_leaves=31
num_cat=0
split_feature=130 1 394 132 132 130 403 133 2 2 12 43 33 9 3 402 43 401 15 402 12 131 12 0 3 0 0 2 43 133
split_gain=3.8232e-05 4.42372e-05 3.20187e-05 3.23974e-05 0.000157212 0.000100977 0.000108913 0.000155125 0.000128604 0.000125666 0.000120572 6.87388e-05 5.19379e-05 6.89856e-05 0.000229517 5.08186e-05 0.000152667 0.000178677 6.75443e-05 0.000129567 0.000132574 0.000155625 0.000241474 0.000310172 0.000152119 0.000129062 0.000162126 0.000135242 0.0001216 6.74556e-05
threshold=-0.23123999999999997 0.16540500000000002 0.15288500000000002 0.093160000000000007 0.090050000000000005 0.092225000000000015 -0.088584999999999983 0.31326500000000007 0.082850000000000021 0.10855000000000002 0.090165000000000009 -0.083434999999999995 -0.018454999999999996 0.088235000000000022 -0.13309499999999996 -0.44724499999999995 0.05259500000000001 -0.47144999999999992 0.094425000000000023 -0.064959999999999976 0.096075000000000008 0.08956500000000002 0.089570000000000025 -0.078704999999999983 -0.082689999999999986 -0.073309999999999986 -0.067094999999999988 0.11928500000000002 -0.0064299999999999991 0.089405000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 12 6 7 -5 -8 10 -10 -6 -2 15 -15 16 -14 -18 29 -20 21 22 24 -24 -21 -22 -27 -28 -26 -17
right_child=1 -3 -4 5 11 -7 8 -9 9 -11 -12 -13 13 14 -16 18 17 -19 19 20 25 -23 23 -25 28 26 27 -29 -30 -31
leaf_value=0.00012845266603266203 0.00015990404193871657 -0.00012839520129461933 0.0001106684442045382 -0.00032959530268271918 -6.5233050190727229e-05 0.00021066921055597931 -0.00010072436136183301 2.1385026047937573e-05 0.0004182470857077057 -3.716002079033244e-06 9.0141006512567412e-05 -0.00032427381180847686 0.00013665184582350778 0.00010019704057482998 -0.00031241144596216538 4.3343596934779618e-06 3.377222934172356e-06 -0.00041426189049161618 0.00023928003816000719 0.00018266892663685962 -0.00021710023946500064 -0.00014597607148095484 0.00045231977178568865 1.1178049524979932e-05 -0.00023998453051953455 0.00024932725022413902 -0.0002380711943799354 7.0425300793128067e-05 4.246939403206593e-05 -4.0166515145921188e-05
leaf_weight=23 20 27 26 20 20 29 34 34 21 38 24 21 20 26 28 1922 21 20 31 34 36 27 37 28 27 21 27 30 35 414
leaf_count=23 20 27 26 20 20 29 34 34 21 38 24 21 20 26 28 1922 21 20 31 34 36 27 37 28 27 21 27 30 35 414
internal_value=0 -9.53658e-07 1.66798e-07 -7.7673e-07 -3.51159e-06 3.81266e-05 8.86504e-06 -0.000108608 6.30832e-05 0.000130185 0.000243257 -0.000197912 -6.69065e-07 -1.82261e-06 -0.000113748 3.91303e-07 -8.9857e-05 -0.000200349 2.45393e-06 4.45881e-05 2.46032e-05 7.61971e-05 0.000113456 0.000262289 1.26832e-05 -6.04816e-05 1.1804e-05 -7.57046e-05 -8.05347e-05 -3.55235e-06
internal_weight=0 3098 3071 3045 2845 200 171 54 117 83 45 41 2804 2784 54 2730 61 41 2669 333 302 188 161 65 96 114 78 57 62 2336
internal_count=3121 3098 3071 3045 2845 200 171 54 117 83 45 41 2804 2784 54 2730 61 41 2669 333 302 188 161 65 96 114 78 57 62 2336
is_linear=0
shrinkage=0.1


Tree=2760
num_leaves=31
num_cat=0
split_feature=132 1185 1203 367 12 130 10 15 43 43 9 10 4 1 47 45 11 1429 472 11 11 11 11 16 16 12 13 4 1 1
split_gain=3.38282e-05 0.000208913 8.33451e-05 3.28765e-05 5.00727e-05 9.28201e-05 5.16134e-05 0.0002076 0.000184466 0.00011947 8.954e-05 9.2989e-05 3.97878e-05 6.01757e-05 5.16406e-05 7.05823e-05 3.34422e-05 4.13361e-05 9.22304e-05 6.39827e-05 7.78471e-05 5.09936e-05 5.78745e-05 4.12168e-05 0.00027347 0.000609605 0.000136961 0.000301378 8.41762e-05 0.000239178
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.0098099999999999975 0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.098289999999999975 -1.0000000180025095e-35 -0.081674999999999984 0.08925000000000001 0.10513000000000002 0.62736500000000006 0.14804000000000003 0.13975500000000002 0.094030000000000016 0.096435000000000007 -0.23587499999999997 -0.19476999999999997 0.090920000000000015 0.086595000000000019 0.082485000000000017 0.080455000000000013 0.0039400000000000008 -1.0000000180025095e-35 0.085110000000000005 -0.17933499999999997 0.0045450000000000013 0.096860000000000016 0.098700000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 7 8 -7 -9 12 -12 13 14 15 16 17 -8 -19 20 21 22 23 24 26 -26 27 -20 -28 -30
right_child=1 3 -4 4 -6 6 10 9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-1.482221775241226e-05 0.00031714462536564544 9.4243140267428463e-05 -0.00020228598043306396 0.00018506353581970974 -0.00015091172191949393 -1.594204860295923e-05 -0.00013800345222989563 -0.00011521298997104169 -0.00042177632589452215 0.00017100773451602438 0.00029510508518017432 -2.48683617904871e-06 0.00011991562593417864 -0.00015347734454105824 0.00015948269074215205 -0.0001626604941082877 9.2986927254395073e-05 0.00020351791225204415 -0.00042113440658795301 -0.00017191959037022157 0.00017859793862650504 -0.0001614099441212602 0.00016833029920235276 -2.4612343437751221e-05 0.00065569283819058913 -0.00011572817997408234 1.3699037950236216e-05 5.7924322365955771e-05 -0.00038109250963316301 -2.0363340769085579e-05
leaf_weight=195 21 37 27 27 22 21 22 25 24 35 21 21 27 26 20 27 38 22 24 22 24 20 20 622 20 21 1414 29 20 227
leaf_count=195 21 37 27 27 22 21 22 25 24 35 21 21 27 26 20 27 38 22 24 22 24 20 20 622 20 21 1414 29 20 227
internal_value=0 2.88102e-06 -3.76219e-05 5.87917e-07 -6.31809e-07 5.41003e-07 -1.24342e-06 -7.00235e-05 -0.000232387 5.17491e-05 1.4443e-06 0.000146309 -8.56009e-07 -2.10155e-06 -5.83122e-07 -1.8278e-06 -1.21522e-07 -1.53282e-06 -3.24628e-07 -2.14539e-06 -6.15266e-07 -2.39479e-06 -1.06801e-06 -2.49332e-06 5.34601e-06 0.000260575 -7.59224e-07 -0.000159008 4.29025e-06 -4.95722e-05
internal_weight=0 2899 222 2878 2841 2819 2792 105 45 60 2687 42 2645 2618 2592 2572 2545 2507 2485 2463 2441 2417 2397 2377 1755 41 1714 53 1661 247
internal_count=3121 2899 222 2878 2841 2819 2792 105 45 60 2687 42 2645 2618 2592 2572 2545 2507 2485 2463 2441 2417 2397 2377 1755 41 1714 53 1661 247
is_linear=0
shrinkage=0.1


Tree=2761
num_leaves=31
num_cat=0
split_feature=33 472 475 46 51 1428 474 52 52 51 155 155 49 2 12 2 157 133 2 42 43 49 3 48 49 16 52 1429 49 484
split_gain=3.55995e-05 3.35193e-05 8.74087e-05 5.06142e-05 6.9726e-05 6.68737e-05 9.44372e-05 4.52651e-05 7.60375e-05 7.3474e-05 4.77634e-05 7.60301e-05 3.71775e-05 0.000107415 0.000539563 0.000121253 0.000140274 0.00013156 0.000229596 0.000138768 0.000353922 0.000295793 0.000145909 0.000114829 9.39883e-05 7.05177e-05 6.58289e-05 6.14505e-05 7.98271e-05 0.000239089
threshold=-0.009184999999999997 -0.38234499999999999 0.13528000000000004 0.084955000000000017 0.080335000000000018 -0.071779999999999997 -0.42010499999999995 -0.55692499999999978 -0.55061999999999989 -0.08824499999999999 0.11245500000000001 0.10626500000000001 0.09567500000000001 0.087625000000000022 0.083935000000000023 0.089525000000000007 -0.06482499999999998 0.092470000000000011 0.10981000000000002 -0.074124999999999983 -0.095049999999999982 0.10595500000000001 0.11924500000000002 0.092805000000000012 0.091860000000000011 -0.074929999999999983 -0.037344999999999996 -0.066319999999999976 0.085805000000000006 0.084435000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -7 9 -9 -8 11 12 24 14 -14 -15 -17 19 -19 20 -18 -21 23 -23 27 -26 -20 -10 -29 -30
right_child=1 2 -4 4 -6 6 7 8 10 -11 -12 -13 13 15 -16 16 17 18 26 21 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.00010662860858569583 -0.00011664989882168204 -0.00016075387404551015 0.00019620420213829239 0.00024499819381162529 -3.3578395302286556e-06 0.0002116335943962137 0.00023026413149306214 -0.00018400396346924424 0.00015029105182933294 -4.2722148089738125e-06 0.00013616535079199823 -0.00018784345232812814 -0.00023531568599753969 -0.00029180361882026774 0.00049043641192838552 0.00019957580497366903 -0.00013996774910992826 -0.00034611070358723004 -0.0001646559318578511 -0.00032292773722738567 0.00045494567020796243 1.732725596977272e-05 -0.00015943815781681154 0.00030582264478818452 0.00027360209149430211 2.8121847368311136e-05 6.5262786034564314e-05 2.3007785485550147e-06 -1.0277449327041759e-05 -0.00039834304211581187
leaf_weight=31 24 26 23 20 26 21 22 23 27 34 25 22 21 20 20 23 20 37 20 31 20 37 26 22 22 25 33 2323 77 20
leaf_count=31 24 26 23 20 26 21 22 23 27 34 25 22 21 20 20 23 20 37 20 31 20 37 26 22 22 25 33 2323 77 20
internal_value=0 1.06974e-06 1.99122e-06 5.23294e-07 0.000104623 -1.0745e-06 3.22896e-07 -1.18135e-06 -2.90447e-06 8.78671e-05 -1.45366e-06 -2.66254e-06 -1.21991e-06 -3.27626e-05 0.00011871 -5.42518e-05 -3.65899e-05 -5.86704e-05 -0.00015495 -3.12427e-06 0.000157489 -5.85081e-05 3.79272e-05 0.000124902 2.95374e-06 0.000143027 -2.1499e-05 2.63319e-07 -1.41054e-06 -9.0291e-05
internal_weight=0 3090 3066 3043 46 2997 2971 2950 2894 56 2871 2846 2824 330 41 289 269 246 90 156 40 116 85 59 2494 47 53 2447 2420 97
internal_count=3121 3090 3066 3043 46 2997 2971 2950 2894 56 2871 2846 2824 330 41 289 269 246 90 156 40 116 85 59 2494 47 53 2447 2420 97
is_linear=0
shrinkage=0.1


Tree=2762
num_leaves=31
num_cat=0
split_feature=457 13 457 4 456 1374 156 156 156 11 1428 4 1 475 16 13 156 156 51 4 1 120 40 4 155 155 0 48 1375 1373
split_gain=3.43495e-05 7.38507e-05 5.65888e-05 0.000131418 5.054e-05 5.61568e-05 5.49447e-05 0.0005852 0.000207156 0.000136034 0.000318417 0.000110243 0.00010386 7.77005e-05 8.84068e-05 6.90604e-05 5.13697e-05 7.49741e-05 0.000109528 0.000119151 4.87414e-05 8.87361e-05 0.000159543 4.82936e-05 4.71773e-05 8.87771e-05 4.67998e-05 0.000114771 4.94862e-05 6.45231e-05
threshold=-0.14786499999999997 -0.082759999999999986 -0.08798499999999998 1.0000000180025095e-35 -0.087384999999999977 0.088035000000000016 0.087465000000000015 0.086860000000000007 0.088175000000000017 0.090070000000000025 0.093045000000000017 -0.50052499999999989 0.089770000000000016 0.016915000000000003 -0.008069999999999999 -0.084419999999999981 0.096220000000000014 0.11048500000000001 -0.12463499999999998 0.51164000000000009 0.16540500000000002 1.0000000180025095e-35 -0.24134999999999998 -0.017809999999999996 0.11562500000000002 0.083440000000000014 -0.24955499999999997 -1.0000000180025095e-35 0.08517000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 6 7 20 -8 10 11 12 -10 14 15 -13 23 -18 -19 -20 21 22 -6 -16 25 26 27 -24 29 -28
right_child=2 -3 4 -5 5 -7 8 -9 9 -11 -12 13 -14 -15 16 -17 17 18 19 -21 -22 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-3.6062649767542181e-05 2.9730739360649536e-05 0.00022331357357047851 -0.00015037246974481441 -0.00027229507500305773 0.00028161103036836724 0.00013351385762234714 0.00027605544398256549 -0.00054348417295841506 1.4319546171464026e-05 0.00022303042382450905 -0.0003734400871590796 6.8098809736381692e-06 0.00033659269836789469 -0.0001464647986635424 -2.1966946951579306e-06 0.00025279781371136779 0.00012837445691007022 -0.00022242201502313433 0.00021748576365921294 -0.00011937799794222451 0.00013847637263825164 -0.00016475611257853664 -5.7528635648929565e-05 -0.00021932291601639727 -0.00013342207293371084 0.00019087841798561084 -4.05597090168022e-06 0.00026195364744952795 -0.00011599431924808485 0.00016424979219901498
leaf_weight=23 34 21 22 25 20 32 33 20 20 28 22 21 20 33 20 25 39 23 21 21 25 33 23 21 27 24 2361 22 39 23
leaf_count=23 34 21 22 25 20 32 33 20 20 28 22 21 20 33 20 25 39 23 21 21 25 33 23 21 27 24 2361 22 39 23
internal_value=0 8.77305e-05 -1.25452e-06 -9.82463e-05 6.41609e-07 1.75052e-06 3.27978e-07 -4.6298e-06 3.77185e-05 1.26703e-05 -7.9244e-06 2.25352e-05 0.000175456 -4.77205e-06 1.97089e-05 0.000140499 -1.86107e-05 1.87612e-05 -4.70068e-05 4.90539e-05 -4.79975e-07 -1.83064e-06 2.86943e-07 -0.000113408 -1.94667e-06 -5.22182e-07 -2.38345e-06 9.86627e-05 -4.26008e-06 -2.43222e-06
internal_weight=0 44 3077 59 3018 2996 2964 2617 347 314 286 264 40 224 191 46 145 104 65 42 2597 2572 2539 41 2519 2492 2468 45 2423 2384
internal_count=3121 44 3077 59 3018 2996 2964 2617 347 314 286 264 40 224 191 46 145 104 65 42 2597 2572 2539 41 2519 2492 2468 45 2423 2384
is_linear=0
shrinkage=0.1


Tree=2763
num_leaves=31
num_cat=0
split_feature=367 39 1 12 1 142 0 0 15 16 4 52 4 1 2 16 457 1 12 42 4 0 2 43 160 160 49 13 51 0
split_gain=3.29356e-05 5.70501e-05 5.91763e-05 6.67764e-05 0.000152927 7.5033e-05 5.50381e-05 0.000162673 0.000445829 0.000261883 0.00013623 0.00031004 0.000671216 0.000249368 0.000740812 0.000332631 0.000242459 0.000268517 0.000208329 0.000239233 0.000177199 0.000106607 0.000353472 0.000228721 0.000157928 9.16875e-05 0.000104413 9.09847e-05 0.000128981 8.43115e-05
threshold=-0.0098099999999999975 -0.020804999999999994 0.16540500000000002 0.12757000000000002 0.13075500000000004 -0.057499999999999989 -0.097024999999999986 -0.10151999999999999 -0.099734999999999976 -0.11676499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -0.081114999999999979 0.094220000000000012 0.082275000000000015 -0.072359999999999994 0.10613500000000002 0.10205500000000002 0.092355000000000007 0.089810000000000015 0.25615500000000008 -0.092404999999999973 0.089320000000000024 -0.074974999999999986 -0.085024999999999989 0.096485000000000015 -1.0000000180025095e-35 -0.091559999999999989 0.084305000000000019 -0.26343999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 10 -9 -10 11 27 -13 14 -12 16 17 -15 19 25 -19 22 23 24 -8 26 -16 -7 -29 -22
right_child=1 2 -4 4 -6 6 21 8 9 -11 13 12 -14 15 18 -17 -18 20 -20 -21 29 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=9.3786963584165827e-05 -0.00013835387765235888 0.00019444160898274276 0.00016001975447737927 -9.4457330800523456e-06 -0.00033083808542869522 0.00017140490487724526 -9.8598485956678076e-05 -0.00049029217420697765 -0.00025760980535541539 0.00017929565741831217 0.00069448734364414128 3.1993528729447374e-05 -0.00067241705291962725 -0.00034261566204646523 -0.00016661546030339499 -0.0003219650366476604 0.00034303737527807248 0.00028659460979476784 0.00033815639495514914 -0.00032561265019467102 -0.00020412687140162149 2.1231807296246264e-06 0.00036681169548371276 -0.00020766977694750365 0.00024828151277948304 0.00024548813220462765 8.9746086528163138e-05 2.5638771432015714e-05 -0.00024344326671859521 1.6473811146252874e-05
leaf_weight=37 30 20 23 57 20 27 21 27 23 34 20 31 24 23 24 35 20 22 20 20 21 2169 35 35 35 20 47 79 23 99
leaf_count=37 30 20 23 57 20 27 21 27 23 34 20 31 24 23 24 35 20 22 20 20 21 2169 35 35 35 20 47 79 23 99
internal_value=0 -1.1252e-06 2.2282e-07 -9.8976e-07 -9.29243e-05 1.40664e-06 9.07888e-08 -2.58655e-05 -0.000155558 3.00047e-06 -6.23639e-06 -7.6587e-05 -0.000275386 2.86545e-05 0.000127614 -3.92676e-05 1.42157e-05 -2.56414e-05 4.10682e-05 -1.24612e-05 2.56995e-05 7.31783e-06 9.67401e-05 -7.1336e-06 0.000118202 5.63633e-05 3.08866e-06 8.17209e-06 -3.50366e-05 -2.21313e-05
internal_weight=0 3084 3054 3031 77 2954 2934 639 84 57 555 184 55 371 151 220 185 165 131 111 142 2295 126 91 56 91 71 129 102 120
internal_count=3121 3084 3054 3031 77 2954 2934 639 84 57 555 184 55 371 151 220 185 165 131 111 142 2295 126 91 56 91 71 129 102 120
is_linear=0
shrinkage=0.1


Tree=2764
num_leaves=31
num_cat=0
split_feature=1211 43 1211 12 16 402 3 402 1204 1203 399 399 394 15 129 129 12 130 40 160 483 42 402 1209 3 1209 12 12 12 42
split_gain=3.13314e-05 0.000134043 0.000151005 0.000254052 9.65047e-05 4.29953e-05 9.7062e-05 7.80443e-05 4.40365e-05 5.57011e-05 4.70712e-05 9.29411e-05 4.92791e-05 6.53189e-05 4.60217e-05 5.26054e-05 0.000148791 8.34591e-05 9.48493e-05 4.42122e-05 6.32419e-05 4.59633e-05 0.000179632 0.000153251 0.00052512 0.000114798 0.000103559 0.000171422 0.000131204 0.000259469
threshold=0.087635000000000005 -0.011694999999999999 0.11013500000000002 0.095175000000000023 -0.085589999999999986 -0.45015499999999992 -0.085274999999999976 -0.41906499999999997 0.058775000000000008 -1.0000000180025095e-35 0.091895000000000018 0.10695000000000002 0.0041850000000000004 0.086495000000000002 0.11424000000000001 0.10311000000000002 0.095330000000000012 -0.22562499999999999 -0.23202499999999995 0.62940000000000007 -0.47181499999999993 -0.088934999999999986 0.097045000000000006 -0.087714999999999987 -0.081234999999999988 -0.074484999999999982 0.089210000000000025 0.090840000000000018 0.085195000000000007 -0.095284999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 6 -1 -7 9 -9 12 -12 14 -14 15 17 -17 -11 -19 20 -20 22 26 24 -23 -25 28 -28 -22 -30
right_child=1 2 3 -5 -6 7 -8 8 -10 10 11 -13 13 -15 -16 16 -18 18 19 -21 21 23 -24 25 -26 -27 27 -29 29 -31
leaf_value=6.2324549171535187e-05 0.00027258415529186924 -2.3685315682087094e-06 -0.00028983353686806582 9.1337541031559041e-05 0.00025345504820883247 0.00019608023654654972 -0.00023595970577237801 0.00014184425515985049 -0.00015001258314896405 -0.00020680600246123504 -0.00023567327883210968 3.1906682178723038e-05 -2.2527571276110723e-05 0.00021602344889591529 -0.00014648416981799528 0.00022188624165469912 -0.00010999368041666458 0.0001921024547191337 0.00017467403653427028 -0.00015171615556027973 7.1442559510614966e-06 0.00047776963339786634 -0.00031663873087381947 -0.00021603005856741221 -0.00020379433255584444 -5.5688190728906707e-07 0.00031045947869729607 -6.5061040504088445e-06 -0.00037556512459449359 4.6835772026007855e-05
leaf_weight=20 22 30 34 36 29 20 24 27 20 20 25 27 22 24 22 35 22 25 20 20 80 26 22 25 20 2253 21 91 33 26
leaf_count=20 22 30 34 36 29 20 24 27 20 20 25 27 22 24 22 35 22 25 20 20 80 26 22 25 20 2253 21 91 33 26
internal_value=0 4.44358e-05 5.52676e-06 -9.38027e-05 0.000123375 -2.25919e-06 -0.000100376 -7.83753e-07 -2.13863e-06 -1.11387e-06 -2.46394e-06 -9.67375e-05 -7.17513e-07 0.000101934 -2.42775e-06 -1.27067e-06 9.37922e-05 -3.29102e-06 -1.76198e-06 -3.59991e-06 -2.46796e-06 -3.83216e-06 -4.26478e-05 7.27503e-07 0.000181437 -2.9216e-06 -1.86326e-05 5.29249e-05 -7.62905e-05 -0.000189422
internal_weight=0 151 129 70 59 2970 44 2926 2906 2886 2859 52 2807 46 2761 2739 57 2682 2662 2637 2617 2597 273 2324 46 2278 251 112 139 59
internal_count=3121 151 129 70 59 2970 44 2926 2906 2886 2859 52 2807 46 2761 2739 57 2682 2662 2637 2617 2597 273 2324 46 2278 251 112 139 59
is_linear=0
shrinkage=0.1


Tree=2765
num_leaves=31
num_cat=0
split_feature=130 40 120 33 12 0 9 2 132 1203 1185 2 0 130 15 0 399 13 1186 1185 1185 129 133 2 15 12 52 43 4 43
split_gain=3.10387e-05 4.55532e-05 7.0674e-05 3.90097e-05 3.34301e-05 8.0493e-05 6.99608e-05 0.000244436 4.45793e-05 0.000960163 0.000499215 0.000199804 7.96392e-05 0.000123729 5.17509e-05 7.89657e-05 4.27525e-05 4.27326e-05 3.64602e-05 5.38825e-05 8.00003e-05 8.25691e-05 4.21802e-05 0.000173073 0.000296789 9.49546e-05 0.000161073 8.66204e-05 0.000272239 0.000216608
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.009184999999999997 0.12757000000000002 -0.04917499999999999 0.088235000000000022 -0.15339499999999998 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.083865000000000009 -0.073309999999999986 0.10923000000000001 -0.10469999999999999 -0.087414999999999979 0.087485000000000021 -0.0087749999999999981 0.086365000000000011 0.090595000000000009 0.085905000000000009 -0.077709999999999987 -0.14032999999999998 0.084055000000000005 0.086085000000000009 0.085055000000000006 0.091275000000000009 0.060960000000000007 -0.077834999999999988 0.055925000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 8 -8 9 11 -10 -5 13 14 -13 -16 18 -17 19 20 21 -12 23 24 -23 -25 -27 29 -29 -24
right_child=1 2 -4 4 5 -7 7 -9 10 -11 16 12 -14 -15 15 17 -18 -19 -20 -21 -22 22 27 25 -26 26 -28 28 -30 -31
leaf_value=0.00011573943945974031 -0.00015129050309042216 -0.00011463806440588088 0.00017870973745382138 -0.00027121704738890224 3.4402125379529025e-05 -0.00019776496037593461 -4.6992555356458371e-05 0.00038230594849058739 -0.00047843784056815578 0.00068421993782976644 -0.00019647705815838313 0.00017467744539317211 0.00018272485564618064 -0.00023119741725333208 -0.00015674501519242768 0.00015041079261411347 0.00010810604558678784 -2.5908704109107411e-05 9.4370799398837754e-05 -0.0001625741177815057 0.00016637169381803168 0.00046708363465175202 -4.7987603476221236e-06 -0.00013456384714862163 -2.6057682967243287e-05 0.00012679581686305546 -0.00014119736858419582 -0.00031812364646207746 1.4328479690634713e-05 0.00027509592863290375
leaf_weight=23 20 30 22 29 32 28 36 21 22 21 22 20 24 22 24 27 36 28 39 21 28 23 2208 44 26 70 33 36 78 28
leaf_count=23 20 30 22 29 32 28 36 21 22 21 22 20 24 22 24 27 36 28 39 21 28 23 2208 44 26 70 33 36 78 28
internal_value=0 -8.59263e-07 1.18198e-07 -1.16747e-06 -4.25182e-08 -7.39425e-05 1.45242e-06 0.00011117 -6.97423e-07 4.54856e-05 -4.01566e-06 -3.1603e-05 1.63198e-05 -1.66862e-05 3.0983e-05 -5.39535e-06 -1.38508e-07 6.06481e-05 -1.60568e-06 -3.03597e-06 -1.74541e-06 -3.57846e-06 -1.91163e-06 4.26572e-05 0.000205417 -1.1596e-05 4.09339e-05 -5.62885e-06 -9.06564e-05 -1.29382e-06
internal_weight=0 3098 3078 3056 3026 60 2966 57 2909 195 2714 174 145 121 99 79 2692 55 2656 2617 2596 2568 2546 196 49 147 103 2350 114 2236
internal_count=3121 3098 3078 3056 3026 60 2966 57 2909 195 2714 174 145 121 99 79 2692 55 2656 2617 2596 2568 2546 196 49 147 103 2350 114 2236
is_linear=0
shrinkage=0.1


Tree=2766
num_leaves=31
num_cat=0
split_feature=132 1185 1203 45 11 33 33 9 10 0 3 50 42 12 3 474 1456 52 1456 159 403 1456 156 1429 403 1208 403 403 403 12
split_gain=3.36539e-05 0.000221614 0.000116014 3.31326e-05 3.63832e-05 6.8931e-05 3.18638e-05 0.000117314 0.000104674 5.40675e-05 3.92863e-05 3.49034e-05 0.000142345 9.44319e-05 0.000146527 8.29309e-05 6.00826e-05 0.000180813 7.50591e-05 0.000296508 0.000156768 9.37674e-05 5.35192e-05 4.19311e-05 3.86243e-05 0.000151021 0.000134672 9.53521e-05 4.83727e-05 3.77824e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.067109999999999989 -0.011194999999999998 -0.009184999999999997 0.085305000000000006 0.085555000000000006 0.09820000000000001 -0.072594999999999979 0.42240500000000009 -0.099524999999999988 0.097640000000000018 0.090695000000000012 -0.078084999999999988 -0.26322499999999993 0.10959500000000001 -0.034054999999999995 0.091180000000000011 -0.085604999999999987 -0.56738999999999995 0.088020000000000001 0.32232500000000003 0.11023000000000001 -0.54448499999999989 0.097165000000000015 -0.5335399999999999 -0.52800499999999995 -0.51385999999999987 0.14786000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 7 10 -9 -8 11 12 13 -7 -15 -13 18 -18 20 -20 -17 22 23 24 25 -22 -26 -28 -29 -30
right_child=1 3 -4 4 5 6 9 8 -10 -11 -12 15 -14 14 -16 16 17 -19 19 -21 21 -23 -24 -25 26 -27 27 28 29 -31
leaf_value=-1.0625393567282187e-05 0.00032654918821728126 -0.00012775026581948623 -0.00023179824875788421 0.00012151761911809445 -0.00015866844184563012 0.00013109821323139062 -0.00020379011395561973 0.0003349876157153631 1.1453309853095561e-05 2.1023900151941116e-05 -0.00013892676011892035 -0.00016060482612374473 0.00029107849491300018 -0.00025841584196314218 6.697287542685386e-05 -0.00027101062204608404 9.1810228662904018e-05 -0.0003091915545392903 -0.00012795431640647028 0.00037450076185147432 9.6137504442594945e-05 0.00021378277747966684 0.00016446925379568712 -0.00012862673884956165 0.00024405157135966557 -0.0002831115618998107 -0.00020632017456757076 0.00014408763263418223 -4.240076307569497e-07 9.4213892475107611e-05
leaf_weight=195 21 20 27 25 27 35 20 20 20 23 20 32 21 25 31 21 22 23 23 24 21 21 20 25 23 21 22 24 2226 43
leaf_count=195 21 20 27 25 27 35 20 20 20 23 20 32 21 25 31 21 22 23 23 24 21 21 20 25 23 21 22 24 2226 43
internal_value=0 2.87358e-06 -3.75248e-05 5.11807e-07 1.40937e-06 3.49468e-07 1.87958e-06 3.20896e-06 0.00017322 -8.35408e-05 7.11541e-07 1.74475e-06 5.64004e-05 2.24396e-06 -7.82899e-05 -6.17826e-07 1.38279e-06 -0.000113146 3.43284e-06 0.000128618 1.04786e-06 3.38361e-06 1.56159e-06 2.06852e-07 1.56015e-06 -9.3487e-05 3.26758e-06 8.75342e-07 2.86326e-06 1.36948e-06
internal_weight=0 2899 222 2878 2858 2833 2806 2763 40 43 2723 2703 112 91 56 2591 2559 45 2514 47 2467 2446 2425 2405 2380 42 2338 2315 2293 2269
internal_count=3121 2899 222 2878 2858 2833 2806 2763 40 43 2723 2703 112 91 56 2591 2559 45 2514 47 2467 2446 2425 2405 2380 42 2338 2315 2293 2269
is_linear=0
shrinkage=0.1


Tree=2767
num_leaves=31
num_cat=0
split_feature=156 475 44 46 1428 52 51 52 475 157 484 1372 474 1429 457 52 160 1375 1375 42 403 130 49 133 43 157 1456 159 16 16
split_gain=3.35117e-05 8.46529e-05 3.96497e-05 4.18982e-05 4.08435e-05 4.35912e-05 7.87444e-05 6.16971e-05 3.91222e-05 0.000288459 0.000379926 0.000129118 0.000118591 0.000110095 7.55233e-05 6.29976e-05 0.000257066 0.000125759 0.000100186 9.86981e-05 0.000103175 0.000109234 0.000110218 0.00028935 0.000206287 0.000242747 0.000109614 0.000104994 0.000167324 0.000167379
threshold=0.3248100000000001 0.13528000000000004 0.10249500000000002 0.083550000000000013 -0.070379999999999984 -0.55692499999999978 -0.093639999999999987 -0.55061999999999989 -0.085719999999999977 -0.086394999999999986 0.085740000000000011 -0.065504999999999994 0.037915000000000011 0.084690000000000015 -0.14786499999999997 -0.085984999999999992 -0.087429999999999994 0.084665000000000018 0.093520000000000006 0.11066000000000001 -0.085444999999999979 0.10433000000000002 0.082865000000000008 0.089405000000000012 -0.04652499999999999 -1.0000000180025095e-35 -0.0083149999999999977 0.10684 -0.014034999999999997 0.38525000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7 9 -9 12 -10 -11 -14 -13 16 -16 19 -17 20 -18 22 26 24 25 -24 -22 28 -28 -30
right_child=-2 -3 -4 -5 5 7 -8 8 11 10 -12 14 13 -15 15 18 17 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.00012198728598175673 -0.00012026190271844034 0.00020098692676540289 0.00012249482119491755 -0.00013044683900079692 0.00021872896136483177 -0.00015983134927228095 -3.5190866686786075e-06 0.00038159821144538662 -0.00019824986182570949 -3.2234077707471442e-05 -0.00040910325755248776 0.0001359932342147192 0.00036680881131360369 3.5003397965738262e-05 -0.00037104863404238133 5.2798421149969484e-06 0.00011376281086591513 0.00019699229123853001 -0.00018507823983132508 0.00013239017403755111 -0.00033730097410235825 0.00013359488903706034 -2.482858927578491e-05 -0.00024608796356364058 -9.3091405588277285e-05 0.00043482289798299056 -0.00031927140757350412 -0.0002768459769348348 3.5177267112752102e-05 -0.00020184589542090759
leaf_weight=27 23 21 26 25 25 25 44 22 34 48 20 39 20 20 22 2199 36 25 28 33 21 26 20 33 31 27 23 28 109 41
leaf_count=27 23 21 26 25 25 25 44 22 34 48 20 39 20 20 22 2199 36 25 28 33 21 26 20 33 31 27 23 28 109 41
internal_value=0 8.92849e-07 -4.72759e-07 -1.52066e-06 -4.5551e-07 -1.55786e-06 7.70056e-05 -3.40799e-06 -2.06184e-06 5.15546e-05 -1.56765e-05 -4.5736e-06 7.37387e-05 0.000200906 -2.17119e-06 -4.16542e-06 -3.72277e-05 -2.10156e-05 2.88648e-06 -3.37498e-05 -4.76298e-05 -6.3814e-05 -7.92273e-05 2.13433e-06 0.000107151 0.000239227 -0.000119908 -9.71955e-05 -6.81191e-05 -2.96091e-05
internal_weight=0 3098 3077 3051 3026 2999 69 2930 2905 130 108 2775 88 40 2741 2702 475 453 2227 428 395 359 333 111 78 47 222 201 173 150
internal_count=3121 3098 3077 3051 3026 2999 69 2930 2905 130 108 2775 88 40 2741 2702 475 453 2227 428 395 359 333 111 78 47 222 201 173 150
is_linear=0
shrinkage=0.1


Tree=2768
num_leaves=31
num_cat=0
split_feature=1429 156 1428 1419 157 154 50 133 50 1 120 4 1 1427 1427 47 47 47 0 483 483 42 15 483 12 12 9 9 0 480
split_gain=3.44676e-05 0.00010143 0.000113502 5.58111e-05 0.000250784 4.53144e-05 4.20207e-05 0.000125797 7.74974e-05 4.72535e-05 9.89102e-05 0.000361572 0.000146504 4.84483e-05 5.2727e-05 4.65755e-05 0.000550298 0.00026662 8.19408e-05 7.08966e-05 0.000133695 0.000121843 0.000131106 8.04396e-05 7.9554e-05 0.000129972 0.000138622 0.000233769 9.77291e-05 7.90483e-05
threshold=0.12521000000000002 0.3248100000000001 0.094820000000000015 0.090190000000000006 -0.06482499999999998 1.0000000180025095e-35 -1.0000000180025095e-35 0.089405000000000012 -0.47060499999999994 0.16540500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.15170500000000001 0.089335000000000012 0.080970000000000014 0.092165000000000011 0.09550500000000002 0.088915000000000008 -0.26343999999999995 0.096460000000000018 0.10761000000000003 0.096610000000000015 0.088495000000000018 0.095085000000000017 0.12757000000000002 0.11903500000000002 0.092235000000000011 0.085555000000000006 -0.04917499999999999 0.11240000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 -1 10 12 -12 13 14 15 17 -17 18 -8 23 -21 22 -22 24 25 26 27 29 -26 -20
right_child=-2 -3 -4 4 -6 -7 9 -9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 19 20 21 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00016308468819426544 0.00013085628233966418 -0.00021987075340889749 0.0001747401809454361 0.00014397908262686715 -0.00032477916852803905 0.00013427962758578361 0.00020284600090235473 -0.0002400360181566392 -6.5111157385652641e-05 0.00015072355412745051 0.00014467724795395043 -0.0004566312736278633 0.00026552716846622176 0.0001156660294327594 -0.00013522545878945024 -0.00054382763068133494 1.136597469421903e-06 0.00032320594496713267 -4.6833600860767786e-06 0.00023608607668090069 4.3741955385250492e-05 0.00019220518874847229 -0.0002846564668652718 -0.0002038294883459457 3.3612368206377141e-05 0.00022700871503911915 -0.00021226260399881511 0.00032502279870889406 -0.00026041598309977699 0.00017417481821030379
leaf_weight=22 20 21 37 21 25 25 20 29 46 21 20 20 21 36 29 20 252 26 2131 36 31 23 20 20 20 25 31 22 26 25
leaf_count=22 20 21 37 21 25 25 20 29 46 21 20 20 21 36 29 20 252 26 2131 36 31 23 20 20 20 25 31 22 26 25
internal_value=0 -8.43958e-07 6.49407e-07 -1.46737e-06 -0.000110781 2.10445e-07 -9.17324e-07 -6.56525e-05 8.71691e-06 1.26679e-06 1.67069e-07 -0.000155977 2.3866e-06 4.081e-07 -1.0969e-06 3.28953e-07 -3.89343e-05 4.67733e-06 1.2692e-06 -4.03635e-07 7.80244e-05 1.1296e-06 -8.50417e-05 -4.15454e-06 -2.40301e-06 2.77399e-07 -2.2886e-06 7.00015e-07 -0.000132578 -2.6094e-06
internal_weight=0 3101 3080 3043 46 2997 2972 97 68 2875 2854 40 2814 2793 2757 2728 272 2456 2430 2410 110 74 51 2300 2280 2234 2209 2178 46 2156
internal_count=3121 3101 3080 3043 46 2997 2972 97 68 2875 2854 40 2814 2793 2757 2728 272 2456 2430 2410 110 74 51 2300 2280 2234 2209 2178 46 2156
is_linear=0
shrinkage=0.1


Tree=2769
num_leaves=31
num_cat=0
split_feature=123 123 484 475 1375 1371 484 2 159 42 133 0 1455 1373 150 482 457 10 0 15 33 13 45 158 159 13 148 148 148 48
split_gain=3.0586e-05 8.0641e-05 3.94172e-05 0.00021164 0.000146095 0.000140259 0.000130785 0.000331236 0.000224893 0.000149408 0.000185231 0.000163657 0.000313968 8.86209e-05 0.000316637 7.56732e-05 7.25219e-05 6.14832e-05 0.000200444 0.0001744 0.000109459 6.95257e-05 5.94826e-05 8.43751e-05 8.80418e-05 0.000154706 5.15546e-05 7.95776e-05 6.0948e-05 0.000117761
threshold=0.13162000000000004 0.11410500000000003 0.085845000000000019 -0.085734999999999992 -0.062154999999999995 0.083235000000000017 0.090535000000000018 0.086375000000000021 0.11084000000000001 0.096450000000000022 0.090445000000000011 -0.084144999999999984 -1.0000000180025095e-35 1.0000000180025095e-35 0.088690000000000005 0.088770000000000002 0.31508000000000008 -0.011559999999999999 -0.10224499999999999 -0.10091499999999999 -0.012019999999999998 -0.0072999999999999992 0.094030000000000016 -0.47356499999999996 -0.45371999999999996 -0.077944999999999987 -0.10069499999999999 -0.084449999999999983 -0.063899999999999985 -0.032929999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 13 7 -6 9 10 11 15 -13 16 -15 -8 17 18 -1 -20 -19 -21 23 -22 25 -25 -26 -28 -29 -30
right_child=-2 -3 3 4 6 -7 8 -9 -10 -11 -12 12 -14 14 -16 -17 -18 20 19 21 22 -23 -24 24 26 -27 27 28 29 -31
leaf_value=-0.00035418710024151512 -0.00012326805708653409 0.00019156967398223723 0.00029041258470709273 -0.00024702241644263266 -0.00014264530364016537 -0.00019266761314028349 -1.6036915165422411e-05 0.0003827401168139962 -0.00026089352604079371 0.00026708177441226631 0.00023259851929131921 -0.00048479602373845414 -6.8340761228338691e-07 -5.157877005970206e-05 0.00044227919386685249 0.00020951288343418301 -0.00015891259807782868 0.00023343326446592985 0.00022463607238814407 -1.4653471953351983e-05 0.00020479131635511296 -0.00025232894764485534 -0.00014382724234721913 4.3981965003088896e-05 0.00013149734278158575 -0.00031507440595911857 -0.00016800799806203164 0.00011816499908573778 -0.00017294157195675116 2.3016104750116155e-06
leaf_weight=21 20 22 29 21 20 39 51 30 30 24 28 21 37 37 20 21 30 20 23 32 20 20 29 24 30 24 28 44 39 2287
leaf_count=21 20 22 29 21 20 39 51 30 30 24 28 21 37 37 20 21 30 20 23 32 20 20 29 24 30 24 28 44 39 2287
internal_value=0 7.95031e-07 -5.68088e-07 3.31269e-05 6.76193e-06 -4.36745e-06 2.71034e-05 0.000172586 -7.20849e-06 3.46077e-05 -7.04786e-07 -5.09547e-05 -0.000175966 -1.67548e-06 0.000121705 4.97484e-05 -4.30845e-06 -2.55225e-06 -8.11124e-05 -4.65147e-06 4.1112e-07 -0.000106067 -1.4346e-06 2.19802e-07 -1.43263e-06 -0.000135546 1.21871e-06 -4.11135e-07 1.56891e-06 -6.36689e-07
internal_weight=0 3101 3079 312 283 2767 262 50 212 182 158 130 58 2728 57 72 2671 2641 96 75 2545 52 2525 2496 2476 48 2428 2398 2370 2326
internal_count=3121 3101 3079 312 283 2767 262 50 212 182 158 130 58 2728 57 72 2671 2641 96 75 2545 52 2525 2496 2476 48 2428 2398 2370 2326
is_linear=0
shrinkage=0.1


Tree=2770
num_leaves=31
num_cat=0
split_feature=480 481 403 1447 2 403 403 403 403 1453 1455 483 158 50 51 473 159 0 160 4 1375 457 457 457 0 475 2 399 1185 2
split_gain=3.12404e-05 4.60939e-05 0.000169332 0.000144845 7.88955e-05 4.88701e-05 0.000105949 9.2694e-05 3.95753e-05 3.50591e-05 6.83005e-05 6.62732e-05 5.62982e-05 4.85783e-05 7.98356e-05 0.000127828 4.45291e-05 8.81579e-05 5.98434e-05 0.000184343 0.000150186 0.000104981 0.000127908 6.2797e-05 5.43122e-05 5.67348e-05 5.37686e-05 0.000190424 0.000279909 0.000163722
threshold=-0.095389999999999989 -0.087424999999999989 -0.55327499999999985 -0.085324999999999984 0.08708500000000001 -0.54856499999999986 -0.53960999999999981 -0.53255499999999989 -0.52641999999999989 -0.087504999999999986 -0.24112999999999998 -0.47356499999999996 0.13270500000000005 -0.47313999999999995 -0.44986999999999994 -0.07576999999999999 0.11389500000000001 -0.088774999999999979 0.11205000000000002 1.0000000180025095e-35 -0.4078199999999999 0.11612500000000002 0.10021000000000001 0.091945000000000013 -0.071719999999999992 -0.068779999999999994 0.085345000000000018 0.091580000000000009 -1.0000000180025095e-35 0.084550000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -4 -7 -8 -9 -10 -11 -12 13 -13 -15 -16 18 -18 20 -20 -17 22 23 26 -19 -26 27 28 -22 -30
right_child=1 2 5 4 -6 6 7 8 9 10 11 12 -14 14 15 16 17 24 19 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00011133763333782555 -0.00030887436623743274 0.00023363667283011902 -0.00014051804039627314 0.00010010880553246741 -0.00012509889015096374 0.00022926876379642639 -0.00021101873135194183 0.00013048740903563475 -0.00011462517458885149 0.00014513904009163525 -0.00017466717836214232 0.00014624274626839906 0.000148969348781975 -0.00017734955214949039 0.00025059845444047824 -0.00027620537752227393 -0.00025827231336734258 0.00011880947597092018 -7.838832595640974e-05 0.00026377051449344435 -0.00035225988727428822 0.00018807635030404119 -0.00023303386187762954 0.00012482774862944963 3.4815860756983361e-05 -0.0001976345021830639 -1.4323183230058621e-05 0.00028304351816097129 3.2805160452996932e-07 0.00013000339648507571
leaf_weight=25 20 31 25 35 28 20 21 23 27 32 22 22 25 26 20 20 20 20 31 32 21 29 24 39 21 21 1558 26 745 112
leaf_count=25 20 31 25 35 28 20 21 23 27 32 22 22 25 26 20 20 20 20 31 32 21 29 24 39 21 21 1558 26 745 112
internal_value=0 -8.99045e-07 1.12612e-06 -7.4415e-05 1.64963e-08 -1.29099e-06 -1.13893e-07 -1.67591e-06 -1.683e-07 -1.20704e-06 -1.38553e-07 -1.77895e-06 -4.26339e-07 -1.76645e-06 -2.9441e-06 -1.28855e-06 -3.14135e-06 -7.57128e-05 -8.84669e-07 9.54066e-05 -3.24145e-06 -1.10391e-06 -3.27667e-06 -1.07189e-06 -1.68226e-05 -8.14093e-05 -3.06623e-06 1.63346e-05 8.43658e-06 1.72751e-05
internal_weight=0 3096 3013 83 63 2982 2957 2937 2916 2893 2866 2834 2812 2787 2765 2739 2719 82 2637 63 2574 2554 2525 2501 62 42 2462 904 878 857
internal_count=3121 3096 3013 83 63 2982 2957 2937 2916 2893 2866 2834 2812 2787 2765 2739 2719 82 2637 63 2574 2554 2525 2501 62 42 2462 904 878 857
is_linear=0
shrinkage=0.1


Tree=2771
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 11 52 52 1420 2 475 157 1371 15 157 4 42 475 475 0 475 13 13 133 156 1 120 12 1451 1456
split_gain=3.06956e-05 0.000188152 9.64341e-05 3.0472e-05 0.0001092 3.70095e-05 0.000153882 7.42856e-05 0.000110343 0.000208144 5.3565e-05 0.000406456 0.000204305 0.000349407 0.00011914 9.99984e-05 7.6603e-05 6.87118e-05 4.32521e-05 8.08602e-05 5.338e-05 0.00014331 0.000280972 7.1723e-05 0.000103134 5.14437e-05 9.8436e-05 0.000101825 6.0891e-05 8.6127e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 0.095720000000000013 -0.21968999999999997 -0.55692499999999978 -0.078304999999999986 0.10060500000000001 -0.085774999999999976 -0.086244999999999988 0.083235000000000017 -0.045854999999999993 -0.059399999999999988 -0.065794999999999979 0.084435000000000024 -0.085024999999999989 -0.083449999999999983 -0.084804999999999978 -0.010194999999999997 -0.082904999999999993 -0.085804999999999979 0.087720000000000006 0.091335000000000013 0.16540500000000002 1.0000000180025095e-35 0.14786000000000002 0.084085000000000007 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 7 -7 8 -5 -10 11 -9 17 -14 15 -13 -16 -12 19 -19 21 22 -20 24 -23 26 27 28 29 -22
right_child=1 3 -4 4 -6 6 -8 10 9 -11 12 14 13 -15 16 -17 -18 18 20 -21 25 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.1312919227048742e-05 0.00030098439643292557 -0.00012243644858244806 -0.00021296029121408035 -0.0001003338920418173 0.00023427614476531747 -0.0002961591940783408 3.960023597102965e-05 -0.00046666609102560743 -1.4557431963372178e-05 0.00037837087248380368 -0.00017771751088069076 -7.018156320555136e-06 -7.3707038453514032e-05 0.0004965612607934004 -0.00019719515516448562 0.00030920711342332654 1.9726769848725005e-05 0.00020655146363424137 -6.8896538369956077e-06 -3.5991014576413564e-05 -1.3367495509576104e-06 -0.00013488549815045427 -0.00043634595818002717 0.00014822707775677152 8.773767591552123e-05 0.00015072686086489779 -0.0001826383267175045 0.00017989140319514264 -0.00014127778878901155 0.00011554195583672621
leaf_weight=195 21 20 27 20 20 21 39 21 28 26 22 20 21 22 27 20 41 28 39 27 2099 46 25 29 38 23 29 32 30 65
leaf_count=195 21 20 27 20 20 21 39 21 28 26 22 20 21 22 27 20 41 28 39 27 2099 46 25 29 38 23 29 32 30 65
internal_value=0 2.74437e-06 -3.58376e-05 5.68193e-07 1.42897e-06 -2.11957e-07 -7.79156e-05 1.46631e-06 0.000100316 0.00017463 -1.23889e-06 -6.41216e-05 1.91135e-06 0.000218058 1.4151e-05 0.000151094 -6.6404e-05 -1.75939e-06 -2.17128e-07 8.74852e-05 -2.18194e-06 -5.50817e-05 -0.000174646 1.26361e-05 -3.4175e-05 1.92835e-06 4.10674e-07 2.79541e-06 2.12423e-07 2.17393e-06
internal_weight=0 2899 222 2878 2858 2838 60 2778 74 54 2704 129 2575 43 108 40 68 2532 2510 55 2455 177 64 113 84 2278 2255 2226 2194 2164
internal_count=3121 2899 222 2878 2858 2838 60 2778 74 54 2704 129 2575 43 108 40 68 2532 2510 55 2455 177 64 113 84 2278 2255 2226 2194 2164
is_linear=0
shrinkage=0.1


Tree=2772
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 399 130 121 33 47 47 9 16 47 13 151 51 150 484 150 151 151 151 480 42 480 483 51 483 1456 4
split_gain=3.18434e-05 0.000894372 0.000511242 0.000186587 3.72931e-05 3.29528e-05 7.48357e-05 3.51562e-05 3.77806e-05 0.000168978 0.000165612 0.000393221 5.83166e-05 5.15207e-05 5.02886e-05 0.000175142 0.000298424 0.000182772 0.000135479 5.4534e-05 0.000109499 8.06028e-05 6.17735e-05 0.000129079 7.25991e-05 6.39693e-05 0.000184165 0.000219164 0.000189587 8.77378e-05
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.087485000000000021 -0.22699999999999995 -0.088279999999999983 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.087755000000000014 -0.090764999999999985 0.091210000000000013 0.01128 -0.088279999999999983 -0.085604999999999987 0.10874500000000002 0.086925000000000016 0.083340000000000011 -0.085764999999999994 -0.085134999999999975 -0.083969999999999975 0.11191000000000002 0.092145000000000019 0.10344000000000002 0.096720000000000014 -0.0078149999999999973 0.10452500000000002 -0.045159999999999999 0.62931500000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 -8 10 -10 12 -12 14 -11 15 -9 17 18 -17 -16 -21 -22 24 -24 25 29 -27 -28 -29 -23
right_child=2 -3 4 -5 -6 6 7 8 9 13 11 -13 -14 -15 19 16 -18 -19 -20 20 21 22 23 -25 -26 26 27 28 -30 -31
leaf_value=4.3362565882241396e-07 -0.00048300520389933481 0.00062670048437607679 -0.00011712012994469963 -0.00032189386431127789 9.8016446286354245e-05 0.00018019736466078979 -0.00010859473880069952 -0.00019233387510757895 0.0002884932398349823 2.7976505552786935e-05 4.506186509388499e-05 -0.0005273749900152325 0.00016587017370121821 -0.0001054929193659601 -0.00012752565718175094 4.0036222229005828e-06 0.00041607034709159054 -0.00023075793601905887 0.00025667257341410732 0.00020898696869456522 -0.00018080323766648339 -6.2279329785120807e-06 0.00030226490343920887 -3.2917012059543695e-05 -0.00018690992649432949 -0.00020392182705109008 0.0004142789759152081 0.00022711195961164777 -0.00010814478245683367 -0.00021172640096795347
leaf_weight=176 22 23 24 20 39 23 30 25 24 234 30 20 21 33 36 63 24 22 32 24 26 1951 20 27 22 20 21 31 37 21
leaf_count=176 22 23 24 20 39 23 30 25 24 234 30 20 21 33 36 63 24 22 32 24 26 1951 20 27 22 20 21 31 37 21
internal_value=0 3.67696e-05 -2.77483e-06 -3.24569e-05 8.93597e-07 -4.39662e-07 5.5442e-07 -9.24387e-07 2.44249e-07 3.43267e-05 -3.76626e-06 -0.000183913 -4.88341e-08 1.14803e-05 -1.49942e-06 5.16049e-05 9.48565e-05 2.89665e-05 8.91132e-05 -5.44187e-06 -3.44413e-06 -5.78712e-06 -3.67065e-06 0.000109714 -6.20468e-06 -4.29429e-06 7.02801e-05 0.000131899 4.46928e-05 -8.4163e-06
internal_weight=0 219 2902 196 2880 2841 2817 2794 2764 291 2473 50 2423 267 2402 166 141 117 95 2236 2200 2176 2150 47 2103 2081 109 89 68 1972
internal_count=3121 219 2902 196 2880 2841 2817 2794 2764 291 2473 50 2423 267 2402 166 141 117 95 2236 2200 2176 2150 47 2103 2081 109 89 68 1972
is_linear=0
shrinkage=0.1


Tree=2773
num_leaves=31
num_cat=0
split_feature=132 1185 1203 472 474 160 474 1446 483 160 160 52 160 474 482 484 482 483 2 484 0 160 1370 1420 1427 16 474 474 2 1447
split_gain=3.05489e-05 0.000211828 0.000130847 3.02596e-05 6.97425e-05 0.000189268 6.49661e-05 7.05413e-05 3.92842e-05 0.000100819 0.000152423 0.00019189 0.000167002 6.05106e-05 0.000100827 0.000164475 0.000146948 0.000114281 9.21941e-05 8.47587e-05 0.000208873 0.000531366 0.000199259 6.41911e-05 0.000100169 5.8872e-05 5.39587e-05 0.00013429 0.000117344 5.66931e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.38234499999999999 0.11381000000000001 -0.046074999999999991 0.10970500000000001 -0.093534999999999993 0.10083000000000002 -0.063384999999999983 -0.072884999999999991 0.12445000000000002 -0.10828499999999998 0.10523500000000001 0.089605000000000018 0.093765000000000015 0.085875000000000021 0.095250000000000015 0.088555000000000009 0.091180000000000011 -0.067624999999999977 -0.081639999999999976 1.0000000180025095e-35 -0.08341999999999998 0.078535000000000008 -0.018494999999999998 0.088435000000000014 0.085860000000000006 0.087505000000000013 -0.086279999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 6 -6 7 -5 13 10 11 12 -10 14 16 18 17 19 -16 22 21 25 23 -9 26 -21 27 29 -28 -25
right_child=1 3 -4 4 5 -7 -8 8 9 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 28 -29 -30 -31
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leaf_weight=195 21 24 27 20 21 20 24 37 22 39 27 26 20 23 29 25 26 25 27 37 21 20 21 46 30 21 21 34 28 2164
leaf_count=195 21 24 27 20 21 20 24 37 22 39 27 26 20 23 29 25 26 25 27 37 21 20 21 46 30 21 21 34 28 2164
internal_value=0 2.73781e-06 -3.57518e-05 4.2877e-07 1.36907e-06 0.000130853 -5.18179e-07 8.91563e-07 -4.60045e-07 5.23584e-05 -3.2178e-06 7.65985e-05 -5.55719e-05 -3.14607e-06 -4.56808e-06 -0.000114394 -1.05329e-06 -3.50811e-06 -1.91841e-05 -1.3636e-06 8.92991e-05 0.000164667 -5.13328e-06 -2.40441e-06 -4.48581e-06 1.13992e-05 -2.11062e-06 -4.37743e-06 0.0001017 -1.34316e-06
internal_weight=0 2899 222 2878 2854 41 2813 2789 2769 134 95 68 42 2635 2612 81 2531 2505 56 2480 99 78 2381 2360 2323 58 2293 2244 49 2210
internal_count=3121 2899 222 2878 2854 41 2813 2789 2769 134 95 68 42 2635 2612 81 2531 2505 56 2480 99 78 2381 2360 2323 58 2293 2244 49 2210
is_linear=0
shrinkage=0.1


Tree=2774
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 399 34 43 33 40 9 1211 1211 1212 401 15 402 401 133 1209 47 47 45 130 42 0 2 133 16 4 129
split_gain=3.15498e-05 0.000847823 0.000471752 0.000181868 3.0951e-05 3.21033e-05 0.000175689 0.000102277 7.2636e-05 0.000116615 3.09537e-05 5.91037e-05 4.7667e-05 5.41166e-05 0.000129909 0.000105719 5.82376e-05 0.000187296 0.000138708 3.88417e-05 7.27651e-05 5.72866e-05 4.14279e-05 8.57895e-05 0.000112645 7.54633e-05 4.60181e-05 4.72293e-05 0.000154846 8.88827e-05
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.087485000000000021 -0.057544999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.07632499999999999 -0.08619499999999998 0.12711000000000003 0.11789500000000001 0.13613500000000003 -0.06959499999999999 0.095175000000000023 -0.43418999999999991 0.11769000000000002 -0.040449999999999993 -0.093169999999999989 0.14174500000000004 0.13148500000000005 0.094030000000000016 -0.22699999999999995 0.120215 -0.050064999999999991 0.10005000000000001 0.41307000000000005 -0.18708499999999997 0.022185000000000003 -0.082959999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 8 -7 9 -4 11 12 13 14 -9 -15 18 -18 -17 20 21 22 -20 26 25 -25 27 28 -24 -29
right_child=2 -3 4 -5 -6 7 -8 10 -10 -11 -12 -13 -14 15 -16 16 17 -19 19 -21 -22 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=4.6474955070152651e-06 -0.00046407216498416592 0.00064076187083541994 0.00020589434758361538 -0.00031339547407696958 8.9241758933684867e-05 -0.00022785572815337219 0.00030510697116286874 -3.923049307559268e-05 -0.00015937197094899604 -7.5442492240707749e-05 -0.0001074235879867855 0.00016729135303259163 -0.00014142584695946427 -0.00018263372576825533 0.00026170381827866484 -0.00026435359555762264 -9.5508301186513292e-05 0.00026212140762709167 -0.00013591221093685652 -0.000135361025916479 0.00014871036030606114 -0.00016142319172186864 -0.00030424861484789289 7.9182140289049138e-05 -3.4409848646441053e-05 0.00035059793992245217 -0.00013915970145414274 0.0002106874103316971 -1.7461721172593771e-05 3.8335317421050219e-06
leaf_weight=178 22 21 26 20 39 20 22 32 24 34 27 21 24 32 26 20 27 32 22 21 33 22 20 20 31 21 24 21 321 1918
leaf_count=178 22 21 26 20 39 20 22 32 24 34 27 21 24 32 26 20 27 32 22 21 33 22 20 20 31 21 24 21 321 1918
internal_value=0 3.65997e-05 -2.762e-06 -2.74781e-05 7.61893e-07 -4.5272e-07 5.35437e-05 -2.54545e-06 -1.23419e-05 4.64701e-05 -8.85708e-07 1.84427e-07 -1.13138e-06 1.42581e-07 9.56711e-05 -2.00081e-06 2.63297e-07 9.84604e-05 -2.05973e-06 6.0674e-08 1.22001e-06 -7.9122e-07 6.82468e-07 1.94723e-06 0.000109437 0.0002182 -1.41184e-06 3.81424e-08 -3.42821e-05 6.07383e-06
internal_weight=0 219 2902 198 2880 2841 106 2735 84 60 2715 2688 2667 2643 58 2585 2553 59 2494 2474 2453 2420 2398 2376 72 41 2304 2280 341 1939
internal_count=3121 219 2902 198 2880 2841 106 2735 84 60 2715 2688 2667 2643 58 2585 2553 59 2494 2474 2453 2420 2398 2376 72 41 2304 2280 341 1939
is_linear=0
shrinkage=0.1


Tree=2775
num_leaves=31
num_cat=0
split_feature=130 40 120 12 46 15 147 1348 447 150 132 1203 393 2 0 2 2 3 393 34 1 9 2 10 1 1 1208 403 0 13
split_gain=3.22908e-05 4.48468e-05 7.76137e-05 4.38358e-05 7.69465e-05 6.80246e-05 5.33228e-05 0.000110848 6.34424e-05 5.82664e-05 4.48296e-05 0.000867496 0.000399184 0.000129179 6.38183e-05 0.000120775 5.10696e-05 4.45576e-05 4.99812e-05 4.295e-05 0.000214425 0.000127909 5.22023e-05 4.8758e-05 4.72847e-05 0.000175913 0.000141714 0.000214953 0.00014296 0.000132822
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 0.12757000000000002 -0.043074999999999995 -0.067579999999999987 0.097985000000000017 0.089175000000000018 0.089395000000000016 -0.15178999999999995 -0.083284999999999984 0.089480000000000018 0.12679500000000002 0.083865000000000009 -0.073309999999999986 0.097070000000000004 0.089320000000000024 -0.08824499999999999 0.10159000000000001 -0.057544999999999992 0.10089500000000001 0.091905000000000014 -0.080614999999999978 -0.0087699999999999983 0.080270000000000022 0.077845000000000011 0.10233500000000001 -0.45015499999999992 -0.23811499999999999 -0.081029999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 7 8 9 -6 11 13 19 -11 15 16 17 -15 -19 20 -12 22 -21 -22 25 -24 27 -26 -29 -30
right_child=1 2 -4 5 6 -7 -8 -9 -10 10 12 -13 -14 14 -16 -17 -18 18 -20 21 23 -23 24 -25 26 -27 -28 28 29 -31
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leaf_weight=23 20 26 22 20 23 40 33 21 41 32 21 20 20 27 24 27 21 23 23 29 41 32 1396 32 21 31 22 34 338 638
leaf_count=23 20 26 22 20 23 40 33 21 41 32 21 20 20 27 24 27 21 23 23 29 41 32 1396 32 21 31 22 34 338 638
internal_value=0 -8.76423e-07 9.34295e-08 -1.25389e-06 4.41006e-07 -8.58856e-05 -1.05844e-06 3.61867e-07 -1.28678e-06 4.74665e-07 -8.03772e-07 4.52226e-05 -4.21891e-06 -2.53163e-05 1.48165e-05 -1.47297e-05 3.88146e-05 -7.18885e-07 -6.05742e-05 -8.40765e-07 6.55381e-05 -3.29634e-06 -7.6253e-07 -1.54688e-05 -2.32233e-06 9.53909e-06 -1.83966e-05 -2.37555e-05 -1.71715e-05 -1.01495e-05
internal_weight=0 3098 3078 3056 2996 60 2970 2937 2916 2875 2852 197 2655 177 145 121 94 73 46 2635 94 2541 2509 73 2480 1427 1053 1031 1010 976
internal_count=3121 3098 3078 3056 2996 60 2970 2937 2916 2875 2852 197 2655 177 145 121 94 73 46 2635 94 2541 2509 73 2480 1427 1053 1031 1010 976
is_linear=0
shrinkage=0.1


Tree=2776
num_leaves=31
num_cat=0
split_feature=132 1185 1203 10 0 9 9 41 41 403 42 403 403 403 16 16 2 16 0 48 48 484 1374 1375 475 150 484 4 159 2
split_gain=3.51469e-05 0.000258579 0.000133687 3.41098e-05 0.000173268 0.000124441 0.000112152 4.25778e-05 0.00018645 3.56782e-05 0.000293232 0.000134193 8.68697e-05 8.74716e-05 3.67187e-05 0.000102776 0.000186258 6.70551e-05 3.51012e-05 4.46939e-05 8.97142e-05 7.57173e-05 0.000284114 0.000215193 0.000191947 0.00020205 0.000155996 0.000288971 0.000227979 0.00013265
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.0036750000000000007 -0.080119999999999983 0.092890000000000014 0.088235000000000022 0.086565000000000017 0.091290000000000024 -0.5492149999999999 0.091205000000000008 -0.5425549999999999 -0.5335399999999999 -0.52800499999999995 -0.5335399999999999 -0.5435399999999998 0.10644500000000001 -0.5224049999999999 -0.23811499999999999 0.083685000000000009 0.085325000000000012 0.085845000000000019 0.088460000000000011 -0.064299999999999982 -0.085734999999999992 0.10389500000000002 0.090535000000000018 -0.014149999999999998 0.11084000000000001 0.10855000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -6 7 9 -9 10 -3 -11 -13 -14 15 16 -15 -16 -19 21 -21 22 23 -20 -23 26 27 -26 29 -28
right_child=1 3 -4 4 5 -7 -8 8 -10 11 -12 12 13 14 17 -17 -18 18 19 20 -22 24 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-9.4724762199733135e-06 0.00035256617508518199 -0.0001271446117055442 -0.00024689460459975871 0.00028975550170192343 -0.0001707189555357521 0.00012520311644982063 -0.00018198043518864057 0.00033427001500967889 -3.5304254459672022e-05 -0.00026078692855662666 0.00035700609018518169 0.0002068419969873503 -0.00020563347165339759 -0.00015103975504947206 0.000143109148749235 -0.00022660461071171559 0.00020311590982668418 0.00011750298168044538 0.00030037843402665621 0.00023384940046526027 1.7207313329947738e-05 0.00030096688114833974 -0.00034342497314915257 -1.4394085351938219e-05 -2.856346066740419e-05 -0.00023226085312640424 -8.3719728037624832e-06 0.00047318882154120896 -0.00031342900809249846 0.00023345504157380975
leaf_weight=195 21 29 27 24 30 27 34 20 43 20 22 20 21 33 33 27 27 25 22 20 432 26 26 1699 24 29 93 22 20 30
leaf_count=195 21 29 27 24 30 27 34 20 43 20 22 20 21 33 33 27 27 25 22 20 432 26 26 1699 24 29 93 22 20 30
internal_value=0 2.93663e-06 -3.83481e-05 3.85474e-07 6.43586e-05 -3.05453e-05 -1.46716e-06 7.54137e-07 8.20209e-05 -1.14209e-06 8.17047e-05 -2.7371e-06 -7.73997e-07 -2.36553e-06 -7.16142e-07 -6.45805e-05 8.33029e-06 1.50545e-06 -3.87954e-07 -1.59437e-06 2.67932e-05 -8.03897e-06 -1.5327e-05 -1.03703e-05 4.41421e-05 1.35117e-05 5.12228e-05 0.000211405 -3.04352e-07 5.06102e-05
internal_weight=0 2899 222 2878 81 57 2797 2763 63 2700 51 2649 2629 2609 2588 87 60 2501 2468 2443 452 1991 1747 1721 244 218 189 46 143 123
internal_count=3121 2899 222 2878 81 57 2797 2763 63 2700 51 2649 2629 2609 2588 87 60 2501 2468 2443 452 1991 1747 1721 244 218 189 46 143 123
is_linear=0
shrinkage=0.1


Tree=2777
num_leaves=31
num_cat=0
split_feature=393 1429 156 1428 475 157 1375 3 1375 151 447 147 48 147 4 12 2 2 456 456 49 49 49 16 130 456 147 151 150 1
split_gain=3.32932e-05 3.05607e-05 9.72469e-05 8.76656e-05 5.8198e-05 0.000318963 0.000169926 0.000408133 9.79802e-05 9.1179e-05 4.86598e-05 9.15743e-05 0.000149137 7.16404e-05 8.8188e-05 4.80722e-05 9.84051e-05 7.48887e-05 4.39607e-05 0.00010937 0.000101371 0.000100221 8.48042e-05 0.000105201 7.74873e-05 7.27016e-05 6.90513e-05 5.94841e-05 0.000152987 8.42477e-05
threshold=0.12679500000000002 0.12521000000000002 0.3248100000000001 0.094820000000000015 -0.085774999999999976 -0.086244999999999988 -0.15308499999999997 0.092670000000000016 -0.090674999999999992 -0.085134999999999975 0.10121000000000001 0.093875000000000014 -0.07095499999999999 0.088610000000000008 -0.0029599999999999995 0.094435000000000005 0.098260000000000014 0.085785000000000014 0.084065000000000015 0.087440000000000004 -0.0087849999999999977 -0.0069299999999999995 -0.013914999999999999 -0.015314999999999997 -0.23123999999999997 1.0000000180025095e-35 0.086575000000000013 0.085465000000000013 0.10980500000000001 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 -8 -7 11 13 -13 18 -15 16 17 -11 24 -20 22 -22 23 -21 -10 26 27 28 -26 -29
right_child=-2 -3 -4 -5 6 9 8 -9 10 15 -12 12 -14 14 -16 -17 -18 -19 19 20 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.00043465317517984666 0.00010664769637013048 0.00012221295415656641 -0.00021625864652118516 0.00015266414722301872 0.00040160138883038599 0.00017481492530983499 -0.00020786827182113802 -0.00017425293983251323 0.00018669778968441757 6.341989574929872e-05 0.00014423061176152576 -0.00029006559639778326 4.9645406988929608e-05 0.00028223717599757948 5.1879694284353823e-06 -0.00018438469003285719 0.00015086952536456433 -0.00016303650463783017 0.00023343195374494558 -0.00011457809984373551 0.00029516056078136903 2.0666681978452417e-06 -0.00022698845046265474 0.00017331990638922435 -3.251833115075933e-06 -0.00019609246068284848 -0.000189723391449661 0.00020378879968175722 -0.00025700819895462245 -1.7416453435240934e-05
leaf_weight=20 29 20 21 37 32 23 23 20 21 23 23 28 24 20 27 20 26 40 27 30 20 28 22 22 2362 20 20 33 24 36
leaf_count=20 29 20 21 37 32 23 23 20 21 23 23 28 24 20 27 20 26 40 27 30 20 28 22 22 2362 20 20 33 24 36
internal_value=0 -1.00025e-06 -1.80242e-06 -3.26321e-07 -2.20444e-06 -6.25014e-05 9.97914e-07 0.000180119 -2.31678e-06 -6.11474e-06 -6.20447e-07 -1.82579e-06 -0.000133276 6.94637e-07 0.000123081 -4.42926e-05 -1.28112e-05 -8.03619e-05 -1.46378e-06 5.13134e-05 1.10084e-05 0.000124189 -6.24061e-05 7.2249e-06 -4.58929e-06 -6.19932e-06 -4.66483e-06 -3.15723e-06 -5.80429e-06 8.83774e-05
internal_weight=0 3092 3072 3051 3014 152 2862 52 2810 132 2787 2764 52 2712 47 109 89 63 2665 149 122 48 74 52 2516 2495 2475 2455 2386 69
internal_count=3121 3092 3072 3051 3014 152 2862 52 2810 132 2787 2764 52 2712 47 109 89 63 2665 149 122 48 74 52 2516 2495 2475 2455 2386 69
is_linear=0
shrinkage=0.1


Tree=2778
num_leaves=31
num_cat=0
split_feature=130 40 10 1 0 33 48 1 4 1 12 45 12 2 15 12 43 0 2 1204 132 1 1185 399 16 399 4 4 43 1375
split_gain=3.12517e-05 9.94906e-05 3.19355e-05 0.000228181 0.000103116 8.97576e-05 5.29554e-05 3.98787e-05 0.00013902 8.60804e-05 7.14192e-05 5.04037e-05 5.09679e-05 0.000104127 6.24524e-05 6.18597e-05 7.74206e-05 0.000106638 0.000289143 7.50684e-05 8.3326e-05 0.00130871 0.000438972 0.000282882 5.65755e-05 5.2402e-05 5.0596e-05 0.000390203 0.000540469 0.000246434
threshold=-0.23647499999999996 -0.23755499999999996 -0.010699999999999999 0.093400000000000025 -0.098289999999999975 -1.0000000180025095e-35 0.086125000000000021 0.13756000000000004 0.51164000000000009 0.13534000000000004 -0.040564999999999997 0.094030000000000016 0.11734000000000001 0.10467500000000002 -0.043924999999999992 0.10866500000000003 -0.065269999999999981 -0.072894999999999988 0.113445 0.057120000000000011 -0.083284999999999984 0.089475000000000013 -0.014244999999999999 0.091255000000000017 -0.081299999999999983 0.087485000000000021 -0.010655 -0.008819999999999998 -0.085739999999999997 -0.15308499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4 -6 9 10 11 -9 12 15 -14 -15 19 -17 -18 -19 20 21 23 -22 24 -7 26 29 28 -28 -24
right_child=1 2 5 4 6 7 -8 8 -10 -11 -12 -13 13 14 -16 16 17 18 -20 -21 22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00012460225061659003 0.00019192538085109037 -0.00034205842821393166 0.00018609994138107423 0.00018513069433258634 -0.00011956243241268279 -1.1415637745813002e-05 6.7468861955906809e-05 9.0103606061981716e-05 0.00023752063927766416 -0.00017719165688114509 -0.00011224425122814078 -0.00014841019127862125 -0.00020569178630264813 0.00015391725384688473 -6.5411830980116763e-05 -4.6906157331250148e-05 -2.5521614361423417e-05 0.00048888823895884505 -3.6468960461206739e-05 -0.00017623272682006549 -0.00046940514919697313 0.00082504861893539783 -0.00034447874323549599 -0.00030912638335834231 0.0001628919308940466 0.00014222734786856634 3.3059294976221674e-05 8.9496230954755373e-07 0.00065895098827736961 -7.1946277052810918e-06
leaf_weight=20 27 22 26 26 41 60 24 33 31 28 37 23 36 20 37 32 24 22 20 24 20 20 22 31 27 26 37 891 22 1412
leaf_count=20 27 22 26 26 41 60 24 33 31 28 37 23 36 20 37 32 24 22 20 24 20 20 22 31 27 26 37 891 22 1412
internal_value=0 8.03631e-07 -8.75057e-07 -5.30504e-05 1.68197e-05 1.1161e-06 -5.05047e-05 -5.22599e-07 6.1223e-05 -2.72313e-06 -1.68517e-05 -9.82175e-07 2.36238e-07 -7.25462e-05 1.15457e-05 2.75251e-06 8.07413e-05 0.000142631 0.000238718 -1.96141e-07 1.44906e-06 7.70377e-05 -2.84363e-06 -4.97438e-05 4.26798e-05 1.02825e-06 -5.11669e-07 1.73869e-05 0.000266443 -1.23691e-05
internal_weight=0 3101 3074 113 91 2961 65 2935 101 2834 70 2806 2783 93 57 2690 98 66 42 2592 2568 138 2430 118 87 2410 2384 950 59 1434
internal_count=3121 3101 3074 113 91 2961 65 2935 101 2834 70 2806 2783 93 57 2690 98 66 42 2592 2568 138 2430 118 87 2410 2384 950 59 1434
is_linear=0
shrinkage=0.1


Tree=2779
num_leaves=31
num_cat=0
split_feature=132 1185 1203 52 132 13 2 52 13 375 46 471 483 0 483 1456 1456 159 42 483 154 474 156 156 448 483 448 448 15 15
split_gain=3.50148e-05 0.000262709 0.000126087 3.04168e-05 4.27631e-05 0.000121933 8.29914e-05 3.08918e-05 4.61484e-05 2.92497e-05 3.31828e-05 3.9815e-05 4.62524e-05 0.000397642 9.58497e-05 8.57709e-05 0.000150001 0.000104785 9.97809e-05 7.10359e-05 6.09927e-05 8.74107e-05 6.00587e-05 7.28448e-05 6.32125e-05 5.55505e-05 4.82256e-05 5.46983e-05 4.5052e-05 0.000390396
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10347000000000002 -0.41127499999999995 0.056795000000000005 0.10381000000000001 0.087435000000000013 -0.010739999999999998 0.083605000000000013 0.096120000000000011 0.10338500000000002 0.098395000000000024 -0.064339999999999994 0.095250000000000015 -0.045159999999999999 -0.16480999999999998 -0.08760999999999998 0.086835000000000009 0.092110000000000011 1.0000000180025095e-35 -0.26322499999999993 0.16414500000000004 0.12734000000000004 -0.087679999999999994 0.08956500000000002 -0.083689999999999987 -0.076874999999999985 -0.10203999999999998 -0.10653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -6 10 11 12 14 15 19 16 -14 -17 -19 20 21 -3 23 24 -23 26 -26 -28 29 -29
right_child=1 9 -4 -5 6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 17 -18 18 -20 -21 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-6.5157840752204808e-05 0.00035534182329467431 -0.00018174193014770194 -0.00024080779360331319 -0.00010668679847835197 0.00014687119442636945 0.00027245281133218672 -0.00020504192250969243 -8.3654340531211352e-05 -1.347615322447382e-05 -8.9213084670013311e-05 9.9692517580800044e-05 -0.00012286804132879926 -8.5680181655334309e-05 0.00041120495141233105 -0.0001593215972254831 -0.0002574677357662712 0.00029698039572394918 0.00017644683361140779 -9.3914660363563686e-05 0.00013822537854335875 0.00016445165787114423 0.00017211327836516181 0.00015658537013223396 -0.00017220527515746654 -0.0001479095123200254 -0.00014477000384229338 0.00015777907855491239 4.7644368618381165e-06 -6.7498087198956401e-06 0.00042116579885866188
leaf_weight=23 21 27 27 28 28 20 21 25 50 36 34 26 21 26 38 23 20 20 43 37 22 21 24 25 22 27 22 364 1976 24
leaf_count=23 21 27 27 28 28 20 21 25 50 36 34 26 21 26 38 23 20 20 43 37 22 21 24 25 22 27 22 364 1976 24
internal_value=0 2.9311e-06 -3.8276e-05 -1.02331e-05 5.93876e-06 9.18704e-05 -2.38601e-05 1.30799e-05 4.40844e-05 3.59652e-07 1.49428e-06 3.05272e-07 1.45642e-06 5.49052e-05 -1.65414e-06 -1.8038e-05 0.000100984 -7.47808e-05 -8.08561e-06 6.58237e-07 -1.33471e-06 -2.77519e-06 -8.46208e-07 -2.36913e-06 -6.40337e-07 -2.1302e-06 -5.30838e-07 8.2806e-07 -6.32567e-07 3.05212e-05
internal_weight=0 2899 222 195 167 43 124 103 78 2878 2842 2808 2782 153 2629 127 41 86 63 2591 2554 2532 2505 2481 2456 2435 2408 2386 2364 388
internal_count=3121 2899 222 195 167 43 124 103 78 2878 2842 2808 2782 153 2629 127 41 86 63 2591 2554 2532 2505 2481 2456 2435 2408 2386 2364 388
is_linear=0
shrinkage=0.1


Tree=2780
num_leaves=31
num_cat=0
split_feature=393 46 44 474 472 471 475 474 50 97 34 10 9 1 96 2 152 12 2 0 0 2 2 3 1 4 0 150 42 3
split_gain=3.02481e-05 2.82534e-05 8.36653e-05 6.25337e-05 4.13789e-05 3.96852e-05 4.93039e-05 4.40573e-05 7.18377e-05 3.38194e-05 6.16693e-05 0.00019559 8.95232e-05 0.000222956 8.14221e-05 6.42734e-05 4.48355e-05 5.14638e-05 3.7202e-05 0.00012745 0.000111194 0.000138625 0.000264958 0.000199253 0.000134011 0.000110973 7.65922e-05 0.000168702 7.12137e-05 0.000131036
threshold=0.12679500000000002 0.084955000000000017 0.10049500000000001 0.11902500000000001 -0.19476999999999997 0.094575000000000006 0.093020000000000005 0.11147000000000001 0.13767000000000004 -0.086464999999999986 -0.057544999999999992 0.0036750000000000007 0.091905000000000014 0.13332000000000002 0.083725000000000008 -0.080614999999999978 0.083250000000000018 0.22926500000000002 0.11411 0.13134000000000004 0.10455500000000001 0.10912000000000001 0.10774000000000002 -0.080104999999999996 0.10984500000000001 -0.15764999999999998 -0.23091999999999999 0.11235000000000002 -0.16797499999999996 -0.089089999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 8 9 -6 11 14 15 -14 -11 -12 17 18 19 20 21 22 28 -23 -25 -20 -27 -28 29 -17
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 10 12 -13 13 -15 -16 16 -18 -19 25 -21 -22 23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0001299970893948436 0.0001016536761669378 0.00023100910348148319 -3.8842406690862307e-05 -0.00015365099733807494 -0.00012201016981397634 -0.00011439120529347189 0.00013644456493448859 0.00012077649744555699 -0.00013618095465062652 -0.00016938179200917062 0.0001404209613610874 0.00033250750813907797 -0.0003702656172787432 7.5021758738844457e-05 7.7151013317996195e-05 -0.00030521497177514472 -0.00014768862013062021 0.00014794097279145324 -0.00025415082435799942 0.00016222235245383061 -0.00020252903988067476 0.00040179938107030464 -0.00033390647392176714 -5.5218728357431251e-05 0.00024041328553879717 -0.00018363207860742339 -2.5281986199008837e-05 0.00023937717610701491 2.9833043636950017e-06 4.8049769940830418e-05
leaf_weight=24 29 20 27 27 23 31 26 29 40 21 32 23 22 23 37 21 21 23 21 49 27 20 24 46 23 26 327 26 2012 21
leaf_count=24 29 20 27 27 23 31 26 29 40 21 32 23 22 23 37 21 21 23 21 49 27 20 24 46 23 26 327 26 2012 21
internal_value=0 -9.53415e-07 7.5988e-05 -2.14102e-06 -7.85559e-07 -1.83392e-06 -6.56301e-07 -1.87e-06 -3.09309e-06 -1.23691e-06 -2.60536e-07 8.57437e-05 -2.78092e-06 -0.000142674 -1.21109e-05 -4.65659e-07 -2.1435e-06 -9.9705e-07 -2.29314e-06 2.717e-06 -8.45337e-07 1.66757e-06 -3.5668e-06 0.000123881 4.33253e-05 -3.03875e-05 -1.7989e-05 -5.78868e-06 2.93057e-07 -0.000128583
internal_weight=0 3092 47 3045 3018 2994 2963 2937 2908 2868 2845 81 2764 45 58 2719 2687 2666 2643 2243 2194 2167 2078 89 69 400 379 353 2054 42
internal_count=3121 3092 47 3045 3018 2994 2963 2937 2908 2868 2845 81 2764 45 58 2719 2687 2666 2643 2243 2194 2167 2078 89 69 400 379 353 2054 42
is_linear=0
shrinkage=0.1


Tree=2781
num_leaves=31
num_cat=0
split_feature=1429 472 156 155 3 156 46 1428 474 1429 12 130 154 1456 1456 481 484 133 1447 159 15 160 483 1456 52 16 129 13 1 43
split_gain=2.93983e-05 9.33161e-05 0.000100615 4.96742e-05 9.58805e-05 4.15573e-05 3.26513e-05 6.29637e-05 9.62751e-05 0.000101186 3.40301e-05 7.45716e-05 4.45914e-05 4.48586e-05 5.51695e-05 4.51323e-05 0.000394255 0.000206026 7.43652e-05 0.000315023 0.00029887 8.89497e-05 6.20352e-05 6.04532e-05 5.0328e-05 6.14948e-05 0.000141742 0.000130367 0.000116848 0.000221517
threshold=0.12521000000000002 -0.38234499999999999 0.14540500000000003 0.11562500000000002 -0.081924999999999984 -0.094124999999999986 0.084955000000000017 -0.071779999999999997 -0.084054999999999977 -0.07700499999999999 0.23631000000000002 -0.22461999999999996 0.085530000000000009 0.11510000000000002 0.10795500000000001 -0.086484999999999992 -0.081614999999999979 0.087285000000000015 -0.085684999999999997 -0.08569499999999998 -0.092489999999999989 -0.55323499999999981 -0.47181499999999993 0.075120000000000006 -0.54906499999999991 0.064860000000000015 0.090795000000000015 -0.095539999999999986 0.085475000000000009 -0.095589999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 7 -7 -9 -10 11 -11 13 14 15 16 17 23 19 20 -17 -20 -23 -13 -24 -26 27 -27 29 -29
right_child=-2 2 -4 4 -6 6 -8 8 9 10 -12 12 -14 -15 -16 18 -18 -19 21 -21 -22 22 24 -25 25 26 -28 28 -30 -31
leaf_value=-0.00020599997007428265 0.00012085097347153351 0.00010754524139176487 0.00022425089664466214 -0.00024674330058548115 5.2635139654739758e-05 -0.00015102049947017805 8.8080355864094157e-05 0.00015571731930368772 -0.000202768684073817 0.000165632069035416 -0.00012753232287996937 -8.5484771843766794e-05 -0.00015014045842690396 0.00010620637730402778 -0.00016728189551940887 -0.00020900007013031948 0.00031807732855572554 -0.00035563821111281871 0.00021006423063226975 -0.00031435375198811557 0.00029400212647656362 0.00016949258500798827 0.00012150025900155016 0.0001603874593274668 1.6643776099633525e-06 0.00011365075337675375 0.00017189115764527484 1.3202667168563064e-05 -1.0794087079795813e-05 -0.00022980314453792023
leaf_weight=22 20 36 20 23 20 28 41 39 25 27 21 20 20 39 20 21 38 20 20 37 27 21 32 20 2118 37 28 59 119 103
leaf_count=22 20 36 20 23 20 28 41 39 25 27 21 20 20 39 20 21 38 20 20 37 27 21 32 20 2118 37 28 59 119 103
internal_value=0 -7.79435e-07 6.86902e-07 -7.74778e-07 -0.000107498 7.468e-07 -5.43383e-07 -1.77971e-06 -3.44212e-07 -2.46343e-06 -7.04517e-07 2.3794e-07 -1.3575e-06 -2.86735e-07 -1.80251e-06 -5.85753e-07 6.60431e-05 -9.35785e-05 -3.07608e-06 -9.50827e-05 7.39387e-05 6.52596e-09 -1.66259e-06 3.74513e-05 -3.10259e-06 -4.72081e-06 -4.3807e-05 -6.27993e-05 -8.6033e-05 -0.000141301
internal_weight=0 3101 3079 3059 43 3016 2980 2939 2911 2872 2847 2826 2799 2779 2740 2720 98 60 2622 85 48 2537 2517 40 2496 2464 346 318 281 162
internal_count=3121 3101 3079 3059 43 3016 2980 2939 2911 2872 2847 2826 2799 2779 2740 2720 98 60 2622 85 48 2537 2517 40 2496 2464 346 318 281 162
is_linear=0
shrinkage=0.1


Tree=2782
num_leaves=31
num_cat=0
split_feature=130 12 33 9 2 15 132 1186 1185 1203 42 42 50 42 403 3 403 43 42 0 42 402 50 13 402 4 43 15 402 158
split_gain=3.39508e-05 7.16766e-05 2.88744e-05 3.61895e-05 7.65244e-05 3.07312e-05 3.20321e-05 0.000854927 0.000400876 9.16122e-05 3.11855e-05 0.000242444 0.000146682 0.000142114 0.000113253 0.000230857 0.000105055 7.93265e-05 0.000233234 0.000385025 0.000135713 0.000400191 0.000203485 0.000414929 0.000189219 0.000160637 0.000101309 9.51404e-05 7.2726e-05 6.58822e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.009184999999999997 0.088235000000000022 -0.15339499999999998 0.23208000000000004 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.087075000000000014 0.097020000000000009 0.09796500000000001 -0.099524999999999988 0.096235000000000015 -0.5335399999999999 -0.085784999999999986 -0.51385999999999987 0.055925000000000009 0.11603500000000001 -0.082009999999999986 0.11839500000000001 -0.10909999999999999 0.089465000000000017 -0.064619999999999983 -0.092414999999999983 -0.062539999999999984 -0.076484999999999984 0.093115000000000017 -0.43418999999999991 -0.47356499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 9 -8 -4 13 -12 -13 14 15 -10 -16 20 19 -19 21 -14 23 25 -22 -23 -27 -26 -20 -18
right_child=1 -3 3 4 -6 -7 8 -9 10 -11 11 12 17 -15 16 -17 29 18 28 -21 24 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.00012987146808882244 -9.6471161457649881e-05 0.00018069630784173736 -3.8844284612014501e-06 -1.1028915373066817e-05 0.00022570009062871001 0.00011415761783936155 -0.00042994388469113883 0.00064138211891986432 0.00040732925786869607 -0.00020898370715349303 -0.00032256179485837212 0.00025679936648884903 -0.0004888252388691003 0.00022693539613101167 -0.00022011094657831232 -7.3147063158103269e-05 -0.00016532083251756074 -4.3452913868585952e-05 -0.00021672500717977527 0.00052011918230412209 0.00032471512931806504 0.00026072688956033248 0.00018734185904313268 -0.00036744191121005525 -0.00020796694232558369 8.8182454503392079e-05 -0.00017948439192203356 7.7600713926325883e-05 1.6015943677710561e-05 1.2527385192087144e-06
leaf_weight=20 31 22 169 36 22 23 22 21 20 25 26 20 23 28 22 20 24 27 25 22 20 22 31 39 20 26 31 28 29 2227
leaf_count=20 31 22 169 36 22 23 22 21 20 25 26 20 23 28 22 20 24 27 25 22 20 22 31 39 20 26 31 28 29 2227
internal_value=0 8.37613e-07 -4.4751e-07 5.29109e-07 7.87648e-05 -9.88507e-07 -1.88111e-06 3.52929e-05 -4.78533e-06 -3.03147e-05 -1.35914e-06 -2.75784e-05 -6.45013e-06 2.99767e-06 2.86793e-07 0.000167091 -2.64861e-06 -2.18e-05 5.1609e-05 0.000209579 -5.33046e-05 -0.000100587 -4.06572e-05 -0.000100555 6.62909e-05 3.1199e-05 -5.73907e-05 -4.13858e-05 -9.17345e-05 -5.23257e-07
internal_weight=0 3101 3079 3048 58 2990 2967 215 2752 194 2730 389 363 2341 2313 40 2273 343 103 49 240 172 149 118 68 79 57 48 54 2251
internal_count=3121 3101 3079 3048 58 2990 2967 215 2752 194 2730 389 363 2341 2313 40 2273 343 103 49 240 172 149 118 68 79 57 48 54 2251
is_linear=0
shrinkage=0.1


Tree=2783
num_leaves=31
num_cat=0
split_feature=1186 1186 132 394 13 129 1186 42 1429 156 1185 394 393 1211 1211 1212 401 15 402 401 16 1209 1213 131 131 4 130 16 1429 1426
split_gain=3.33634e-05 0.000202306 0.000199432 7.31488e-05 6.41447e-05 5.06137e-05 5.93364e-05 0.000217112 3.38299e-05 0.000112541 3.16428e-05 9.17981e-05 3.51248e-05 3.95789e-05 5.65378e-05 4.93988e-05 3.90552e-05 0.000132862 8.76251e-05 5.37785e-05 0.00020238 9.9627e-05 4.33985e-05 4.24849e-05 0.000105696 9.10743e-05 5.46713e-05 3.80626e-05 6.0471e-05 5.13194e-05
threshold=0.062435000000000011 1.0000000180025095e-35 -0.069704999999999989 -0.088469999999999979 -0.00051499999999999994 -0.077709999999999987 -0.087469999999999978 -0.019989999999999997 -0.23752499999999996 0.32523500000000005 0.08790000000000002 -0.091729999999999992 0.10585500000000002 0.12711000000000003 0.11789500000000001 0.13613500000000003 -0.06959499999999999 0.095175000000000023 -0.43418999999999991 0.11769000000000002 -0.082039999999999988 -0.093169999999999989 -0.38619999999999993 0.11863000000000001 0.11657500000000001 -0.050494999999999991 0.12031000000000001 0.63636000000000015 -0.13895999999999997 -0.081389999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 -5 -1 7 -7 -8 10 11 -10 13 14 15 16 17 -13 -18 21 -21 -20 -22 24 26 -25 27 28 -23 -30
right_child=2 -3 3 4 -6 6 8 -9 9 -11 -12 12 -14 -15 -16 -17 18 -19 19 20 22 23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0001513525685533585 -0.00033926920466910817 0.00031887238204944882 -0.00010333066741310405 0.00020273739541880787 -2.8664614175162888e-05 -5.5799821691055386e-05 -0.00012757027600725581 0.00033971090850410177 0.00018623301875777545 0.0002362059394363314 -0.00010957830990837128 -5.5107216173906425e-05 0.00012631760489187271 -0.00012875653234368657 0.00016109214172632034 -0.00014955345338777358 -0.00017130865171859641 0.00024715408104524476 -0.00022682122071273627 0.00034347551021104061 -0.00013715959849789562 0.0001701946471075644 5.7841414673021063e-05 -0.00025777896706131288 0.00022791307619627333 3.115840524211914e-05 0.00013863308968548491 -0.00010951528099801235 -0.0001600521902825373 -3.0420990513481921e-06
leaf_weight=22 20 20 32 25 23 35 21 23 26 20 27 33 21 25 21 23 31 26 20 21 21 20 25 20 20 24 27 34 21 2394
leaf_count=22 20 20 32 25 23 35 21 23 26 20 27 33 21 25 21 23 31 26 20 21 21 20 25 20 20 24 27 34 21 2394
internal_value=0 1.8811e-06 -5.68282e-05 1.37821e-05 9.18573e-05 -2.31468e-07 8.84566e-07 0.000101041 -1.10415e-06 -1.88366e-07 -1.82999e-06 -8.10293e-07 -2.53054e-06 -3.49483e-06 -2.36878e-06 -3.61251e-06 -2.38611e-06 7.80927e-05 -4.15917e-06 -2.20162e-06 8.62488e-05 -4.49859e-06 -3.11808e-05 -2.76169e-06 -1.05809e-06 -0.000100177 -2.89279e-06 -4.44046e-06 -2.9733e-06 -4.4074e-06
internal_weight=0 3021 100 80 48 3001 2979 58 2921 2900 2880 2853 2827 2806 2781 2760 2737 59 2678 2647 67 2580 46 2560 2516 44 2496 2469 2435 2415
internal_count=3121 3021 100 80 48 3001 2979 58 2921 2900 2880 2853 2827 2806 2781 2760 2737 59 2678 2647 67 2580 46 2560 2516 44 2496 2469 2435 2415
is_linear=0
shrinkage=0.1


Tree=2784
num_leaves=31
num_cat=0
split_feature=132 1185 1203 16 12 15 3 52 130 130 10 3 10 16 15 9 9 4 2 34 9 4 1427 156 155 3 3 3 52 2
split_gain=3.57805e-05 0.000254384 0.000104428 2.96996e-05 9.77931e-05 5.05719e-05 4.17164e-05 3.99713e-05 4.0345e-05 2.8886e-05 6.62493e-05 0.000100409 7.17376e-05 0.000248596 0.000277115 9.47481e-05 0.000100356 2.96727e-05 4.26384e-05 4.76721e-05 7.57289e-05 4.7559e-05 4.60012e-05 6.86316e-05 0.00010949 3.25762e-05 0.000222959 0.000134881 0.000278301 0.000473081
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.046599999999999996 0.11351500000000002 -0.066844999999999988 -0.073309999999999986 0.087435000000000013 -0.015164999999999998 -0.23647499999999996 -0.38124499999999995 -0.0063699999999999989 -0.011559999999999999 -0.056919999999999991 -0.10324499999999999 0.08925000000000001 0.10629500000000001 0.6227450000000001 -0.045829999999999989 -0.085114999999999982 -0.036024999999999995 0.51388000000000011 0.094435000000000005 0.3248100000000001 0.14230000000000001 -0.0037349999999999996 -0.0080949999999999998 0.088060000000000013 -0.085984999999999992 0.087195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 7 8 -1 -3 11 -11 13 14 -12 17 -17 18 -14 -20 -21 22 23 24 25 26 -22 28 -27 -30
right_child=1 9 -4 5 -6 -7 -8 -9 -10 10 12 -13 15 -15 -16 16 -18 -19 19 20 21 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-7.84220623318106e-05 0.00034974500886164606 -0.00011932805384276436 -0.00022300977811769206 0.00016665867750072555 -0.0002112465461183232 -4.1225809021852914e-05 0.00011472474266506301 -0.00011520518477054259 8.6022636497619799e-05 0.00028782839493942449 -0.00047816143463326927 -2.5250001341365059e-05 -0.00010807616840670439 0.00012424768273679851 2.584435664175544e-05 0.00029858410826736048 -7.0377429957651263e-06 9.2539320501279748e-05 0.00015009152030827301 -0.00019502268827636729 -1.3163154804835771e-06 -0.00015329347603255884 0.00014230034595011208 -0.00017561972649260003 0.0002291584751912437 -7.6328739723976482e-05 -0.00028053512989948824 -6.7215878212295924e-06 0.00066077119008696179 6.2570982957437931e-05
leaf_weight=25 21 20 27 22 26 25 26 34 37 20 24 21 37 30 20 22 21 34 21 20 2063 20 23 22 21 40 29 311 20 39
leaf_count=25 21 20 27 22 26 25 26 34 37 20 24 21 37 30 20 22 21 34 21 20 2063 20 23 22 21 40 29 311 20 39
internal_value=0 2.96298e-06 -3.86922e-05 -1.31713e-05 -3.51639e-05 5.60818e-05 2.36191e-06 -2.80697e-05 1.97143e-05 4.32602e-07 1.27068e-06 0.000127471 -5.66109e-07 -9.77237e-05 -0.000249068 2.05499e-06 0.000149327 -2.90455e-07 -1.47433e-06 2.59611e-08 -1.18239e-06 3.15604e-07 1.51194e-06 2.39586e-07 1.77304e-06 -1.35471e-07 -5.18694e-06 2.56393e-05 0.000127298 0.000265351
internal_weight=0 2899 222 195 148 47 122 96 62 2878 2858 41 2817 74 44 2743 43 2700 2666 2629 2608 2588 2568 2545 2523 2502 2092 410 99 59
internal_count=3121 2899 222 195 148 47 122 96 62 2878 2858 41 2817 74 44 2743 43 2700 2666 2629 2608 2588 2568 2545 2523 2502 2092 410 99 59
is_linear=0
shrinkage=0.1


Tree=2785
num_leaves=31
num_cat=0
split_feature=1204 1185 1186 394 3 403 2 403 403 402 1209 42 1209 128 133 15 52 131 2 42 3 2 130 40 1212 1210 133 52 403 1210
split_gain=3.05046e-05 4.06006e-05 8.0473e-05 3.73372e-05 4.75754e-05 3.21617e-05 0.000253544 0.000115339 7.25374e-05 5.73011e-05 3.30587e-05 0.000147935 9.19e-05 3.10089e-05 5.26349e-05 3.19322e-05 0.000143979 0.000286555 0.000203844 0.000132554 0.000325242 0.000200901 5.0188e-05 8.12808e-05 4.45273e-05 0.000109158 0.000104141 9.79066e-05 8.67119e-05 5.31911e-05
threshold=0.053645000000000005 -0.10973499999999999 -0.092084999999999986 -0.13579999999999995 -0.083924999999999986 -0.5492149999999999 0.083715000000000026 -0.5425549999999999 -0.5335399999999999 0.31115000000000004 -0.084519999999999984 0.087405000000000024 -0.065739999999999979 0.11787500000000002 -0.54084999999999994 0.11461000000000002 0.51358000000000004 0.08956500000000002 0.092120000000000021 0.090395000000000017 -0.067429999999999976 0.11474000000000002 -0.22562499999999999 -0.15892999999999999 -0.08867499999999999 -0.090009999999999993 -0.040449999999999993 0.086040000000000019 0.50599500000000008 -0.077744999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -7 -9 10 11 -10 -12 14 -14 22 17 18 -17 21 -21 -20 -16 -24 26 -26 27 28 -25 -27
right_child=-2 2 3 5 -6 7 -8 8 9 -11 12 -13 13 -15 15 16 -18 -19 19 20 -22 -23 23 24 25 29 -28 -29 -30 -31
leaf_value=-0.00014299138347269037 0.00010035175573041975 0.00016574381734244526 -0.00017033824207891455 0.00035795937765215058 2.7298433146175481e-05 -0.00024091578263323753 -9.3264801111989524e-05 0.00018984000664204362 -8.4623212872732753e-05 -0.00016584535007409398 -0.00020048736579432761 0.00027881212982243771 0.00014032466499850637 -9.4700150101048437e-05 -0.00014990711794740966 0.00032446859786432474 0.00026870591142748405 -0.00032900746826437007 0.00030214478092602807 -0.00040320858487658288 7.5484965370833387e-05 -0.00010167353473000484 0.00018985807202460077 0.00022334346212981397 -0.00020982090981515986 9.5252896920461556e-05 0.00021093883792673297 -0.00013074466589708156 -5.8588959800545128e-05 -6.0587655813078676e-06
leaf_weight=20 30 29 29 20 21 20 33 20 24 21 23 21 27 34 23 24 24 22 28 22 40 22 22 24 26 53 32 34 20 2333
leaf_count=20 30 29 29 20 21 20 33 20 24 21 23 21 27 34 23 24 24 22 28 22 40 22 22 24 26 53 32 34 20 2333
internal_value=0 -9.73969e-07 -4.9075e-08 -1.62961e-06 -8.73308e-05 -1.97439e-07 7.70085e-05 -1.58972e-06 5.00611e-08 -1.25929e-06 -5.83459e-08 8.49799e-05 -1.40911e-06 2.20353e-07 1.38292e-06 1.82726e-08 4.04949e-05 5.82992e-06 5.99948e-05 3.32184e-06 -9.4374e-05 0.000124465 -2.85151e-06 -1.522e-06 -3.19146e-06 -6.02904e-06 5.9029e-05 -3.29301e-06 9.51924e-05 -3.80834e-06
internal_weight=0 3091 3071 3042 50 2992 53 2939 2919 2899 2878 45 2833 2810 2776 2749 182 158 136 112 62 50 2567 2544 2522 2412 110 78 44 2386
internal_count=3121 3091 3071 3042 50 2992 53 2939 2919 2899 2878 45 2833 2810 2776 2749 182 158 136 112 62 50 2567 2544 2522 2412 110 78 44 2386
is_linear=0
shrinkage=0.1


Tree=2786
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 130 10 1 0 9 9 1 1429 156 11 51 11 471 11 11 42 42 1209 3 3 130 1209 0 4 12 1213
split_gain=2.95669e-05 0.000209209 8.31745e-05 2.91327e-05 7.83452e-05 4.166e-05 0.000165668 0.000110351 8.29974e-05 7.47644e-05 5.50555e-05 2.85629e-05 0.000105035 4.65057e-05 0.000123051 0.000119118 3.75345e-05 4.34697e-05 6.27781e-05 3.96206e-05 0.000178254 0.000138624 0.000496015 0.000118976 9.2111e-05 7.42438e-05 6.89703e-05 0.000120026 0.000100052 0.000108175
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.23631000000000002 -0.22562499999999999 -0.011559999999999999 0.093400000000000025 -0.098289999999999975 0.08925000000000001 0.10629500000000001 0.13842500000000005 -0.23752499999999996 0.32523500000000005 0.092630000000000018 -1.0000000180025095e-35 0.086595000000000019 0.10277000000000001 0.081365000000000007 0.079915000000000014 -0.088934999999999986 -0.091729999999999992 -0.087714999999999987 -0.081234999999999988 -0.091054999999999983 -0.0092949999999999994 -0.074484999999999982 -0.069444999999999993 0.056795000000000005 0.083370000000000014 -0.085284999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 -6 -8 11 -10 -9 -7 13 15 -15 16 17 18 19 20 24 22 -21 -22 -13 -23 27 28 -26 -30
right_child=1 3 -4 -5 5 8 7 10 9 -11 -12 12 -14 14 -16 -17 -18 -19 -20 21 23 25 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-1.2396196492866297e-05 0.00031717982876995978 0.00017755067779216916 -0.00019966805923980212 -0.00011169572573200404 -0.00031326847716367674 -0.00011909380024007987 0.00018209178482114416 1.9149434126283714e-06 0.00026884790296952073 1.7036546614690454e-06 -0.000193159282840181 -0.00014946467364663132 0.00022916358429938557 -0.00023405902069624 6.2598829552169063e-05 0.00018171484302405993 0.00012570228756648367 -0.00012435219039867536 0.00017524710608995519 0.00047289274539798502 -0.00039621091807930499 -0.00016619635571260007 -0.00019524908886523918 -8.5296746146923399e-05 -0.00019439822528511286 7.0024108615184278e-07 -0.00010503882819918815 0.00026391949008525861 0.00025430580296545359 1.0328856348038515e-05
leaf_weight=195 21 25 27 23 21 20 24 39 22 20 23 37 20 29 27 36 23 29 20 25 20 27 20 32 20 2081 37 22 21 135
leaf_count=195 21 25 27 23 21 20 24 39 22 20 23 37 20 29 27 36 23 29 20 25 20 27 20 32 20 2081 37 22 21 135
internal_value=0 2.69344e-06 -3.51725e-05 3.98721e-07 1.30176e-06 -2.55211e-07 -6.14618e-05 2.58386e-08 2.1499e-06 0.000141636 -7.04513e-05 -3.52693e-08 8.59571e-07 -8.6935e-07 -9.10276e-05 1.08379e-06 -1.4673e-06 -2.62522e-06 -1.21149e-06 -2.63626e-06 -3.52385e-05 2.26997e-06 0.000175941 -0.000204879 -2.80716e-06 -1.43743e-06 2.02836e-05 4.37024e-05 1.61753e-05 4.31719e-05
internal_weight=0 2899 222 2878 2855 2830 107 86 2723 42 62 2681 2661 2641 56 2585 2549 2526 2497 2477 324 2153 45 52 272 2108 235 198 176 156
internal_count=3121 2899 222 2878 2855 2830 107 86 2723 42 62 2681 2661 2641 56 2585 2549 2526 2497 2477 324 2153 45 52 272 2108 235 198 176 156
is_linear=0
shrinkage=0.1


Tree=2787
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 132 399 43 1213 33 472 1429 11 11 475 475 474 154 156 471 52 475 475 157 42 4 157 160 1374 1
split_gain=3.1301e-05 0.000880714 0.000453747 0.000174602 3.06432e-05 3.88728e-05 3.29787e-05 3.53268e-05 8.63938e-05 2.94571e-05 2.98315e-05 6.29634e-05 3.15409e-05 0.000126676 8.23865e-05 4.70965e-05 0.000103222 5.20921e-05 4.41695e-05 3.8946e-05 4.75802e-05 0.000139046 8.78739e-05 5.29309e-05 0.000241171 0.000494906 0.000235989 0.000132318 0.000115074 0.000334809
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.110195 -0.40070499999999992 0.086815000000000017 -0.0095349999999999983 0.085835000000000009 -0.009184999999999997 -0.38234499999999999 -0.23587499999999997 0.095720000000000013 0.10221500000000001 0.093020000000000005 0.061570000000000007 -0.26322499999999993 0.085530000000000009 0.12734000000000004 0.093985000000000013 -0.55061999999999989 -0.085734999999999992 -0.008964999999999999 -0.087424999999999989 0.084695000000000006 -0.0096849999999999974 -0.086394999999999986 -0.084454999999999988 0.087855000000000016 0.085475000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -7 -8 -9 -4 -11 -12 14 -14 15 16 -13 18 19 20 21 -18 -23 24 25 -22 -25 -26 -28 -30
right_child=2 -3 9 -5 -6 6 7 8 -10 10 11 12 13 -15 -16 -17 17 -19 -20 -21 23 22 -24 26 27 -27 28 -29 29 -31
leaf_value=-0.00015123683062483908 -0.00045517221468881794 0.00062186435667251289 -9.6248808336719287e-05 -0.00031222774190041495 7.9092606871486882e-05 0.0001014944202033803 5.7214860862586651e-05 1.0599717226308182e-05 -0.00024291269946843388 -0.00010925857986876508 0.00017521304159475091 0.00022886961087351665 -0.00024746610312528599 5.259938950129093e-05 0.0001836582231335342 -0.00013817267887740554 -0.0001220830105705231 -0.00015994171437341722 -0.0001302410145290196 0.000132866298815276 7.4449034913083199e-05 0.00033097948921336374 4.1359735841979276e-05 0.00030857838905649264 0.00023529384355060759 -0.00061287224765692371 3.4049369943072218e-06 -7.6207301417525742e-05 -0.00041890910768415784 4.5401618688895438e-05
leaf_weight=20 22 23 31 20 38 25 32 41 20 24 21 20 24 34 25 24 21 20 25 23 22 22 20 25 25 20 2358 30 25 41
leaf_count=20 22 23 31 20 38 25 32 41 20 24 21 20 24 34 25 24 21 20 25 23 22 22 20 25 25 20 2358 30 25 41
internal_value=0 3.64552e-05 -2.75109e-06 -3.22408e-05 -4.24131e-07 -2.232e-05 -4.69742e-07 -2.78795e-05 -7.25191e-05 7.04902e-07 1.75986e-06 2.70302e-06 1.41104e-06 -7.15656e-05 2.95243e-06 1.29214e-06 2.53321e-06 8.42236e-07 2.0525e-06 3.30909e-06 2.16696e-06 8.80159e-05 0.000193065 4.26554e-08 -7.24066e-05 -0.000252847 2.91223e-06 6.53841e-05 -2.40272e-07 -0.000130474
internal_weight=0 219 2902 196 176 138 118 93 61 2880 2849 2825 2804 58 2746 2721 2697 2677 2657 2632 2609 63 42 2546 97 42 2449 55 2424 66
internal_count=3121 219 2902 196 176 138 118 93 61 2880 2849 2825 2804 58 2746 2721 2697 2677 2657 2632 2609 63 42 2546 97 42 2449 55 2424 66
is_linear=0
shrinkage=0.1


Tree=2788
num_leaves=31
num_cat=0
split_feature=11 51 13 11 2 43 130 42 43 1 1 52 43 43 401 0 52 2 132 1211 1186 1211 399 133 43 0 43 401 16 1209
split_gain=3.11159e-05 0.000118311 0.000193841 6.19875e-05 0.000203064 6.95152e-05 7.26036e-05 5.52528e-05 3.71997e-05 0.000160504 0.000625273 0.000141033 0.000131541 0.000152706 0.000132673 0.00010787 0.000138214 0.000132807 9.09786e-05 0.000796989 0.000795524 0.00019451 0.000102946 8.25431e-05 6.37522e-05 6.00588e-05 7.97399e-05 5.9077e-05 0.000135943 0.000134329
threshold=0.094350000000000003 -0.057604999999999996 0.086705000000000018 0.085875000000000021 0.11093500000000002 -0.53814999999999991 -0.22699999999999995 0.15432000000000004 0.060960000000000007 0.089625000000000024 0.094825000000000007 0.10347000000000002 0.055925000000000009 0.05259500000000001 -0.41128499999999996 -0.073309999999999986 -0.0087299999999999982 0.097070000000000004 -0.083284999999999984 0.10809000000000001 1.0000000180025095e-35 0.085535000000000014 0.090005000000000016 -0.14169499999999999 0.016310000000000002 -0.073309999999999986 0.11268500000000002 0.11769000000000002 -0.082179999999999989 -0.084519999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1 -7 8 12 11 -11 15 13 14 -8 17 -17 -10 20 21 22 24 -16 -13 27 -12 -27 29 -29 -20
right_child=1 2 -4 4 -6 6 7 -9 9 10 25 23 -14 -15 18 16 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00016016502707282565 0.0002322227913855049 0.00016097633518126844 -0.00021455227356960272 -0.00024542087167470815 0.00012154427877976559 -0.00017424496460686595 0.00023712591215219924 0.00014842453493815812 5.7159224161296153e-05 -0.00063829633494606242 6.6422946543372201e-05 -2.7810505909858168e-05 0.00021157818856105829 -0.00027428387220425067 1.9144999553515974e-05 -2.4521585985964454e-06 0.0003101885282141607 -0.00017109994439648069 -0.00017189505069028303 -0.00055391732357048357 0.00064370676069908474 0.00026480297944674801 -0.0002333002008526819 -0.00026722973019180552 -0.00013429750289235796 4.0164075835491536e-05 -0.0002388364869624465 0.00028330888168663176 -2.9481571213678271e-05 2.6722360848269816e-06
leaf_weight=27 27 28 27 38 25 24 24 25 112 20 43 36 30 20 70 26 31 33 45 26 21 28 21 24 35 20 21 24 33 2157
leaf_count=27 27 28 27 38 25 24 24 25 112 20 43 36 30 20 70 26 31 33 45 26 21 28 21 24 35 20 21 24 33 2157
internal_value=0 6.07859e-05 -2.33741e-05 -1.64016e-06 -9.97998e-05 4.3782e-07 -1.02459e-06 3.9671e-07 -8.79392e-07 -3.06806e-05 -0.000135789 1.10417e-05 3.42496e-06 9.31114e-07 3.14702e-06 5.10278e-05 0.00016758 5.21059e-06 8.64295e-07 -3.33583e-06 8.89169e-05 2.82917e-06 -3.91116e-05 -0.000123578 -3.6842e-07 -1.6144e-05 -0.000102739 1.70662e-06 0.00010222 -8.95215e-07
internal_weight=0 82 55 3039 63 2976 2949 2925 2900 366 104 262 2534 2504 2484 202 57 145 2460 2348 112 2322 91 60 2294 84 41 2259 57 2202
internal_count=3121 82 55 3039 63 2976 2949 2925 2900 366 104 262 2534 2504 2484 202 57 145 2460 2348 112 2322 91 60 2294 84 41 2259 57 2202
is_linear=0
shrinkage=0.1


Tree=2789
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1213 42 42 403 16 1213 1213 15 375 1213 1447 133 1447 1447 1446 1446 1447 4 16 133 1212 1211 402 401 402 0 1
split_gain=3.3903e-05 0.000227549 0.000113689 3.08089e-05 0.000173245 0.000429975 0.000235165 5.22191e-05 6.54296e-05 4.90053e-05 5.58225e-05 5.16383e-05 4.52652e-05 9.9621e-05 0.000661554 0.000391838 0.000148866 0.000106877 8.65974e-05 5.80665e-05 4.50269e-05 0.000189259 0.000216048 4.53552e-05 0.00012188 5.13147e-05 9.9713e-05 4.38672e-05 4.0072e-05 5.28497e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.093235000000000026 0.090990000000000015 0.095185000000000006 -0.50388999999999984 -0.079734999999999986 0.14530000000000001 0.065605000000000011 0.082685000000000022 1.0000000180025095e-35 0.04198000000000001 -0.085804999999999979 0.086990000000000012 -0.084334999999999979 -0.086849999999999997 0.085270000000000012 0.037915000000000011 -0.083214999999999983 -0.50940999999999981 0.27252000000000004 0.082925000000000013 0.11796000000000001 0.087635000000000005 -0.45015499999999992 -0.06959499999999999 0.15960500000000002 0.18019500000000002 0.16540500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 9 6 -6 -5 8 -8 11 -11 12 13 14 16 -15 17 18 -3 -17 21 22 -21 24 25 -22 -27 28 29 -28
right_child=1 3 -4 4 5 -7 7 -9 -10 10 -12 -13 -14 15 -16 19 -18 -19 -20 20 23 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-1.1034836839266624e-05 0.00033086578654807196 0.00015110682834347245 -0.00022998081069629364 -0.00033816970521002079 0.00055466500751208522 -4.8041040432069391e-05 0.00011778852176576039 0.00018676463584597515 -0.00010722268776979555 -3.7179212085902692e-06 -0.0002299272405798547 -0.00013286688832710657 0.00014097812261594378 0.00035756390396038059 -0.00054602054352290001 -0.00016574855821783701 -0.00017780950074666182 0.00029298557816549546 -0.0001306393652339466 -0.00038198068301391265 -0.00013746093816455239 0.00017656785552389921 5.5191765290487645e-05 -0.00011295459606282582 0.00018516803122381405 0.00021098995554063508 2.8207345195660572e-06 -0.00013567680510712544 -0.00013779633038211615 0.00015518822335212939
leaf_weight=195 21 24 27 20 20 29 24 20 28 24 20 29 23 31 25 21 24 22 20 26 26 20 20 33 37 23 2223 23 20 23
leaf_count=195 21 24 27 20 20 29 24 20 28 24 20 29 23 31 25 21 24 22 20 26 26 20 20 33 37 23 2223 23 20 23
internal_value=0 2.88419e-06 -3.76634e-05 4.90995e-07 4.60759e-05 0.000197961 -3.48197e-05 4.94442e-05 -3.37136e-06 -1.85737e-06 -0.00010654 -1.46989e-07 1.29779e-06 8.13338e-08 -9.09433e-05 4.22537e-06 3.5467e-05 0.000113022 2.30404e-05 -1.64808e-07 1.24071e-06 -8.02471e-05 -0.000191906 3.47418e-06 5.09193e-06 2.24214e-06 3.81319e-06 1.73147e-06 3.12617e-06 4.38104e-06
internal_weight=0 2899 222 2878 141 49 92 72 52 2737 44 2693 2664 2641 115 2526 90 66 44 2495 2474 66 46 2408 2375 2338 2312 2289 2266 2246
internal_count=3121 2899 222 2878 141 49 92 72 52 2737 44 2693 2664 2641 115 2526 90 66 44 2495 2474 66 46 2408 2375 2338 2312 2289 2266 2246
is_linear=0
shrinkage=0.1


Tree=2790
num_leaves=31
num_cat=0
split_feature=1211 43 1211 1211 3 43 399 15 399 399 394 1200 1204 12 12 133 12 43 52 133 402 3 3 3 3 13 474 12 1212 160
split_gain=2.90525e-05 0.000124235 6.37471e-05 4.61754e-05 0.000120999 0.000160199 4.17949e-05 0.000116741 5.68938e-05 4.58554e-05 4.00805e-05 3.65477e-05 3.78866e-05 3.64494e-05 0.000279766 0.000148816 0.00014311 9.08854e-05 0.000263216 0.000542705 0.000185048 0.00011954 0.000629597 0.000339799 0.000272363 0.000502641 0.000328761 0.000159257 0.000149723 0.000148377
threshold=0.11716500000000001 0.062770000000000006 0.11088500000000003 0.087635000000000005 -0.083344999999999989 0.05259500000000001 0.091895000000000018 0.090325000000000003 0.10054500000000001 0.08845500000000002 -0.15150999999999998 0.090100000000000013 -0.086664999999999978 0.086420000000000011 0.086700000000000013 0.15120000000000003 0.087215000000000015 0.0034250000000000005 0.08257500000000001 -0.071719999999999992 -0.085859999999999978 -0.086424999999999988 -0.086049999999999988 -0.085709999999999995 -0.087429999999999994 -0.085669999999999982 0.083795000000000022 0.085785000000000014 0.041590000000000009 0.11655500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 9 8 -8 10 -1 12 -12 15 -15 17 -16 20 -19 -20 -14 24 -23 -24 26 -26 27 -22 29 -25
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 11 -13 13 14 16 -17 -18 18 19 -21 21 22 23 28 25 -27 -28 -29 -30 -31
leaf_value=-0.00011821333459449996 0.00019259708364684645 -0.00012325788571615704 -0.00016360571706475942 -9.5704631981054556e-05 0.00037075270857630214 4.1015562881232023e-06 -0.00011624745623824613 -0.00026311606204177697 9.9879488096058631e-05 0.00013215671763426519 -0.00013495846706930372 0.00011796491864795546 0.00028882405458716679 0.00026831360809210754 -0.00015332754779332652 -0.00025375770567916334 9.7862933106994479e-06 2.0541986397028655e-05 1.2976864547516896e-05 -0.00065453405591792298 -2.3018035024696433e-05 0.00047086861972086907 -0.00039072844943306836 8.8611680135868285e-06 -0.00063260463259666726 -3.3035545008412254e-06 0.00031916555500139602 -0.00030784577032571419 0.00027099515483271154 -0.00021404298604466021
leaf_weight=29 33 20 24 26 22 26 21 23 29 26 21 26 22 41 56 25 1362 87 29 21 134 29 22 814 22 30 26 23 21 31
leaf_count=29 33 20 24 26 22 26 21 23 29 26 21 26 22 41 56 25 1362 87 29 21 134 29 22 814 22 30 26 23 21 31
internal_value=0 7.34065e-05 -1.2681e-06 1.18311e-08 7.80389e-05 0.00017215 -1.93228e-06 -7.66625e-05 9.10617e-06 -4.91905e-08 -1.24646e-06 -5.2918e-08 -1.14257e-06 -1.37157e-07 1.07906e-05 -1.2071e-05 3.34456e-06 -7.46213e-06 -8.45382e-05 -0.000267378 1.53226e-06 -3.95421e-06 1.2353e-05 -2.62102e-06 -6.75871e-05 -0.000269546 -1.01998e-05 -6.47444e-05 7.23852e-06 6.83619e-07
internal_weight=0 53 3068 3044 74 48 2970 73 50 2897 2871 2842 2816 2795 1459 1336 1418 1311 137 50 1174 1152 917 888 235 52 183 157 866 845
internal_count=3121 53 3068 3044 74 48 2970 73 50 2897 2871 2842 2816 2795 1459 1336 1418 1311 137 50 1174 1152 917 888 235 52 183 157 866 845
is_linear=0
shrinkage=0.1


Tree=2791
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 129 1213 42 2 13 42 130 1213 375 481 1447 2 1213 1213 43 401 403 133 1213 1210 52 1208 1210 133 403 12
split_gain=2.94361e-05 0.000833308 0.000434268 0.000161137 3.84683e-05 3.42179e-05 0.000131936 0.000397728 0.000213985 0.00013149 0.00017349 4.90044e-05 4.43878e-05 4.22332e-05 0.000272099 0.000284725 0.000253164 0.000566758 0.000202191 5.18782e-05 0.000218528 9.13164e-05 7.14106e-05 7.1123e-05 0.000169291 6.4544e-05 4.79035e-05 4.7724e-05 4.20532e-05 0.000126076
threshold=-0.083284999999999984 0.10450500000000001 0.11233000000000001 0.089480000000000018 -0.08133 0.093235000000000026 0.090990000000000015 0.086100000000000024 -0.084034999999999985 -0.088934999999999986 0.09567500000000001 0.065605000000000011 1.0000000180025095e-35 -0.086729999999999988 -0.085684999999999997 0.085485000000000019 0.04198000000000001 1.0000000180025095e-35 -0.074974999999999986 -0.06959499999999999 -0.059794999999999994 0.51114000000000004 -0.064789999999999986 0.0028200000000000005 0.047850000000000011 0.098655000000000007 -0.13847499999999999 0.40431 0.098420000000000021 0.091085000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 11 8 -8 -7 -10 -11 12 13 14 -6 -16 17 19 -17 20 -15 23 -22 25 -25 26 -21 28 -28 -30
right_child=2 -3 -4 -5 5 6 7 -9 9 10 -12 -13 -14 16 15 18 -18 -19 -20 21 22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=3.5912690940443118e-06 0.00010974422943945684 0.00065066001538070849 -0.00044527174977702092 -0.00029569240145065127 0.00034281426974652838 -0.00031251474552846048 0.00052282672283581637 -5.6838200907805007e-05 -0.00014148752617819065 0.00033374588808510452 -5.6138704669484429e-05 -0.00011015320699893241 -0.0001243334182273147 0.00036064392370462885 -0.00025428285086739129 0.00031453284508853151 0.00033523939769524575 -0.00052279789330593007 -0.00010838716007128825 0.00012118588286196633 8.9417282651993446e-05 -0.00018292368588715494 -0.00017781025038857482 -6.3777460309211167e-05 0.000283961451974132 -0.00017063708738018963 8.0258209898339066e-07 -0.00013867229628816019 -0.00013801783440005455 7.4685054675104444e-05
leaf_weight=179 32 20 22 20 26 20 20 29 22 25 21 42 29 20 33 26 22 21 20 31 20 28 20 28 28 23 2148 26 76 44
leaf_count=179 32 20 22 20 26 20 20 29 22 25 21 42 29 20 33 26 22 21 20 31 20 28 20 28 28 23 2148 26 76 44
internal_value=0 3.53525e-05 -2.66788e-06 -2.64875e-05 7.13119e-07 -5.1195e-07 4.82477e-05 0.00017976 -2.49805e-05 5.95884e-05 0.000155755 -2.97601e-06 -1.28945e-06 6.21702e-08 6.2209e-05 -3.01421e-05 -2.51196e-06 -5.4688e-06 0.000130655 -1.10928e-06 9.07503e-05 -3.37555e-06 -4.41965e-05 -1.28431e-06 0.000110092 -3.94065e-06 -2.29161e-06 -3.96022e-06 -2.4159e-06 -6.00268e-05
internal_weight=0 219 2902 199 2880 2848 137 49 88 68 46 2711 2669 2640 105 79 2535 2513 46 2492 60 2432 40 2404 56 2348 2325 2294 2268 120
internal_count=3121 219 2902 199 2880 2848 137 49 88 68 46 2711 2669 2640 105 79 2535 2513 46 2492 60 2432 40 2404 56 2348 2325 2294 2268 120
is_linear=0
shrinkage=0.1


Tree=2792
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 403 403 16 16 15 16 1429 156 1425 448 1429 1429 1426 1429 475 157 49 1372 12 15 154 483 0 120 4 42
split_gain=3.06213e-05 0.000207566 8.58586e-05 7.65543e-05 3.67963e-05 7.63946e-05 4.48539e-05 6.84584e-05 0.000100908 5.32997e-05 2.76301e-05 9.35087e-05 2.80477e-05 3.02026e-05 8.30634e-05 6.05396e-05 9.90527e-05 5.23294e-05 5.08501e-05 5.63852e-05 0.000342639 0.000181581 0.000101025 8.07878e-05 4.88461e-05 5.43954e-05 0.000252491 7.80411e-05 8.37327e-05 7.61209e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.090774999999999981 -0.088034999999999988 -0.088909999999999989 -0.073404999999999984 -0.066844999999999988 -0.097644999999999996 -0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.096704999999999999 -0.094049999999999981 -0.069929999999999978 -1.0000000180025095e-35 -0.011139999999999999 0.051590000000000004 -0.087424999999999989 0.0093850000000000027 -0.087494999999999976 0.089735000000000023 -0.010414999999999999 0.084190000000000001 0.098395000000000024 -0.064339999999999994 1.0000000180025095e-35 0.63113500000000011 0.096610000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 9 -8 -9 -7 -3 12 13 -12 -15 16 -16 -17 19 20 22 -21 23 -19 25 27 29 28 -23 -27
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leaf_value=0.00013683172663149889 0.00031598984378866765 -0.00011667304803268052 -0.00022330185807235964 -0.00017177523220231739 -0.00018456001392526863 5.0771703963619079e-05 0.00016711787448002726 0.00015563167240047321 -0.00012085584449144363 -0.00017733056405891799 0.00012015208208356939 0.00021674468647688629 -0.00010788972673860069 -0.00019835651834173838 -4.0949876578948043e-05 -0.00013918872088349116 0.00024998837968450972 0.00027078122653793321 0.00011408071687373406 0.00028154736855472232 -0.00039399491017684339 -2.4111785997719116e-06 -0.00012608420209592926 -5.0368208853203968e-07 -0.0001490574896293269 -3.3187924347024601e-05 0.00039034734876622682 -0.00015109438896096047 0.00020307670667534693 0.00018185972352512182
leaf_weight=20 21 20 22 27 21 20 36 22 33 21 21 20 24 21 22 27 25 21 39 23 25 2333 24 23 22 93 20 35 20 20
leaf_count=20 21 20 22 27 21 20 36 22 33 21 21 20 24 21 22 27 25 21 39 23 25 2333 24 23 22 93 20 35 20 20
internal_value=0 2.74105e-06 -3.57942e-05 -1.51683e-05 9.2732e-06 -7.40112e-06 2.07833e-05 5.9911e-05 -1.02608e-05 -6.60612e-05 4.55357e-07 1.27501e-06 -2.43451e-07 6.74641e-07 -2.23686e-07 1.27732e-06 0.000113805 -6.63516e-07 7.22763e-07 -9.39877e-07 -7.74309e-05 1.8324e-06 3.89529e-05 0.000128973 -6.97463e-07 5.97229e-07 6.28396e-05 -2.86937e-06 -6.64575e-07 4.87361e-06
internal_weight=0 2899 222 200 173 153 132 91 55 41 2878 2858 2838 2814 2793 2772 47 2725 2698 2659 93 2566 68 44 2543 2521 133 2388 2353 113
internal_count=3121 2899 222 200 173 153 132 91 55 41 2878 2858 2838 2814 2793 2772 47 2725 2698 2659 93 2566 68 44 2543 2521 133 2388 2353 113
is_linear=0
shrinkage=0.1


Tree=2793
num_leaves=31
num_cat=0
split_feature=367 12 130 12 142 0 11 1 147 49 147 483 0 12 1186 394 1186 12 2 2 2 471 3 0 156 1425 4 12 13 160
split_gain=3.165e-05 6.96235e-05 8.18492e-05 4.03264e-05 7.069e-05 6.98932e-05 6.50091e-05 0.000103975 4.30091e-05 0.000144335 8.09978e-05 5.21368e-05 4.38671e-05 5.50632e-05 4.53456e-05 0.000171165 0.00016616 8.80191e-05 4.37468e-05 0.000278109 0.00016787 0.000100526 0.000118776 0.000189708 0.000106279 9.21617e-05 9.8241e-05 0.000108239 0.000142552 0.000105022
threshold=-0.0098099999999999975 0.23631000000000002 -0.22461999999999996 0.12757000000000002 -0.057499999999999989 -0.04917499999999999 -0.014494999999999999 0.15799000000000005 0.095485000000000014 -0.048674999999999989 0.090335000000000013 -0.47181499999999993 0.13134000000000004 0.091200000000000017 0.062435000000000011 0.15288500000000002 0.084505000000000011 0.087215000000000015 0.10912000000000001 0.10774000000000002 0.11018500000000002 0.094575000000000006 -0.16726499999999997 0.056435000000000006 1.0000000180025095e-35 0.086415000000000006 0.033845000000000007 0.095110000000000014 -0.0044799999999999987 0.09389500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -6 8 10 -10 11 -8 14 -14 15 18 -16 -18 19 21 -20 22 24 -24 -13 26 27 28 -22 -28
right_child=1 -3 3 5 6 -7 7 -9 9 -11 -12 12 13 -15 16 -17 17 -19 20 -21 25 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=9.1938305145909855e-05 0.00017351193156274451 -0.00017836358608540402 0.00018310227910877161 2.0042949677190337e-05 -0.00018069939099405019 -0.00019429966923780741 0.00015215388215754344 -0.00021637501578714529 -7.4825790579780016e-05 0.00027573664442372874 -0.00014671415958366347 0.0002512172602915338 1.0034020257031395e-05 0.0002070682333357146 -0.00031677362459872497 0.00027301712062857724 -0.00011841554197448645 0.0001203811337649258 0.00030352958932607657 -0.0003091725097813954 6.9032346468970104e-05 -0.0001875226817619164 -5.2155124409326835e-07 -0.00025809862706629592 -1.5694987982547342e-05 -0.00019034702882414598 3.2856537464636577e-06 -1.3103394124208126e-05 0.00032777575401151781 -0.00023614831152372063
leaf_weight=37 27 22 21 32 20 29 23 22 24 23 37 35 37 23 21 23 29 33 21 30 68 29 2041 29 26 21 218 69 31 20
leaf_count=37 27 22 21 32 20 29 23 22 24 23 37 35 37 23 21 23 29 33 21 30 68 29 2041 29 26 21 218 69 31 20
internal_value=0 -1.10303e-06 1.70564e-07 -1.37152e-06 2.79341e-07 -8.18576e-05 -1.02079e-06 2.04432e-07 1.84124e-06 9.6726e-05 2.84122e-07 2.20805e-06 9.78107e-07 8.55638e-05 -8.71435e-07 1.39891e-06 -7.36593e-05 8.68591e-06 -9.69254e-07 -6.79367e-06 2.75028e-05 -2.59397e-06 -7.73401e-08 -4.13012e-06 0.000137451 1.39277e-05 2.44936e-05 8.30423e-05 0.000150053 -1.68348e-05
internal_weight=0 3084 3062 3035 2974 61 2953 2933 2911 47 2864 2827 2804 60 2744 2661 83 62 2638 2190 448 2160 2131 2070 61 427 406 168 99 238
internal_count=3121 3084 3062 3035 2974 61 2953 2933 2911 47 2864 2827 2804 60 2744 2661 83 62 2638 2190 448 2160 2131 2070 61 427 406 168 99 238
is_linear=0
shrinkage=0.1


Tree=2794
num_leaves=31
num_cat=0
split_feature=1420 157 1429 11 11 11 43 130 1 42 47 47 47 393 39 3 3 4 0 0 12 12 9 1 1208 1210 43 3 1212 42
split_gain=3.12004e-05 0.000106053 3.79571e-05 3.7634e-05 0.000115231 0.000104486 6.22045e-05 6.66602e-05 6.2111e-05 5.78792e-05 3.74443e-05 0.000350631 0.0001348 6.56014e-05 6.25353e-05 8.44333e-05 0.000157753 0.000247335 7.56915e-05 5.8097e-05 5.72917e-05 0.000147974 0.000125443 6.11232e-05 0.000153255 0.000198368 0.000122704 0.000244575 0.000201522 0.000183817
threshold=0.056520000000000008 0.63397500000000007 0.11893000000000002 0.08976000000000002 0.095165000000000013 0.085875000000000021 -0.53814999999999991 -0.22699999999999995 0.10871500000000002 0.15432000000000004 0.092165000000000011 0.09550500000000002 0.088915000000000008 0.12765500000000005 0.10076500000000001 -0.073884999999999992 1.0000000180025095e-35 0.053180000000000012 -0.094299999999999981 -0.065229999999999996 0.12757000000000002 0.14786000000000002 0.08925000000000001 0.085110000000000005 0.10233500000000001 -0.049339999999999995 0.05259500000000001 -0.080409999999999995 0.091580000000000009 0.11551500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -8 -6 10 12 -12 13 20 15 18 17 -17 -13 -20 22 -22 23 -9 25 -25 28 -28 -27 -29
right_child=-2 -3 -4 4 8 -7 7 9 -10 -11 11 14 -14 -15 -16 16 -18 -19 19 -21 21 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=0.00015151369636222863 -0.00011604064670593841 0.00023039200226776304 -0.00013794421189231799 0.00027576030581258235 -9.5246391896525352e-05 -0.0001733790484182204 -0.0001669438661338063 1.0018041916715114e-05 9.8771689502455328e-05 0.00015505356542462324 -0.00041844347544859131 -0.00017494283221105545 0.00019526531246659337 0.00016848766485370859 -0.00015576629352290184 -1.123356383282549e-05 -2.8653328851193521e-05 0.00042089387738647368 3.4440650088481055e-05 -0.00014087283925618977 -0.00029765809601733716 6.911380648737329e-05 0.00018358906000267363 -0.0002701378538569605 0.00024368929984380623 -1.5975165776244862e-05 -0.00042748777223529204 5.5233996483200999e-05 0.00026762491022684398 -0.00028678133845170872
leaf_weight=27 23 20 20 20 33 35 24 1539 33 24 22 33 36 23 25 27 69 26 89 24 22 22 37 33 21 690 21 55 26 22
leaf_count=27 23 20 20 20 33 35 24 1539 33 24 22 33 36 23 25 27 69 26 89 24 22 22 37 33 21 690 21 55 26 22
internal_value=0 8.61501e-07 -6.29925e-07 2.68141e-07 6.5483e-05 -1.61897e-06 4.27886e-07 -9.73941e-07 1.76265e-06 4.06266e-07 -8.90566e-07 -3.34156e-05 3.13196e-06 3.7736e-07 -4.50562e-06 9.60452e-06 7.1007e-05 0.000200753 -4.17044e-05 -2.79407e-06 -1.17671e-06 -0.000114272 8.59373e-07 -1.94952e-06 -2.31685e-05 -2.97848e-05 -2.00408e-05 -0.000124985 -5.67684e-06 -4.24847e-05
internal_weight=0 3098 3078 3058 86 2972 2937 2910 66 2886 2862 315 2547 2511 293 268 122 53 146 113 2488 44 2444 2407 868 847 814 98 716 77
internal_count=3121 3098 3078 3058 86 2972 2937 2910 66 2886 2862 315 2547 2511 293 268 122 53 146 113 2488 44 2444 2407 868 847 814 98 716 77
is_linear=0
shrinkage=0.1


Tree=2795
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 15 2 16 133 34 13 9 0 106 2 9 130 4 12 39 15 12 40 2 2 44 45 2 4 12
split_gain=3.02904e-05 0.00084678 0.000474385 0.000182126 3.17683e-05 6.80719e-05 6.78e-05 4.08045e-05 2.99287e-05 2.83342e-05 0.000167617 0.000106564 0.000196619 6.7115e-05 5.41504e-05 4.14255e-05 2.90492e-05 6.85412e-05 4.67153e-05 8.29398e-05 6.03267e-05 5.96593e-05 0.000152786 7.95881e-05 7.23571e-05 7.01229e-05 0.000185171 6.53149e-05 4.22701e-05 4.08353e-05
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.41127499999999995 -0.09551999999999998 0.097385000000000013 -0.080344999999999986 -0.015164999999999998 -0.057544999999999992 -0.004174999999999999 0.091905000000000014 -0.0058249999999999994 0.083930000000000018 -0.080614999999999978 -0.085744999999999988 -0.23123999999999997 0.62931500000000018 -0.095379999999999979 0.085530000000000009 -0.10324499999999999 -0.010834999999999999 -1.0000000180025095e-35 0.096540000000000015 0.10559 0.10049500000000001 1.0000000180025095e-35 0.13404500000000005 0.0037800000000000004 -0.07983999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -6 -1 8 -7 10 13 14 -13 -4 -11 -15 -16 18 19 -18 -21 22 23 -20 -25 26 -23 28 -26 -29
right_child=2 -3 9 -5 5 7 -8 -9 -10 11 -12 12 -14 15 16 -17 17 -19 21 20 -22 25 -24 24 27 -27 -28 29 -30 -31
leaf_value=-4.1376745945814508e-05 -0.00046530206256482584 0.00060988211860050167 -0.00012102781038265676 -0.00031745343567308738 -0.00015293095946676219 -7.4323582442087615e-05 0.00021037366539530925 0.00010572777978000779 6.748693960451584e-05 0.00012681730714736179 0.00031232817982527198 -0.00035817868028180269 5.9982275177555326e-05 -1.9792867985008093e-05 0.00011426260673694991 0.0001578169887200905 0.0001944046784314303 -0.00016935191185136016 -0.00015765921412049934 -8.6581845251722771e-05 0.00011236398689410028 8.8071843637583324e-07 -0.00029942496925207748 0.00019146848684613362 -1.1044563361792827e-05 -0.00018008055204908098 0.00030645322345662862 -2.4031345041024639e-05 -0.00021664142477675343 0.00015950524744270792
leaf_weight=23 22 23 33 20 31 46 20 34 22 34 20 23 22 29 22 24 34 24 33 35 27 2347 23 20 20 21 20 27 20 22
leaf_count=23 22 23 33 20 31 46 20 34 22 34 20 23 22 29 22 24 34 24 33 35 27 2347 23 20 20 21 20 27 20 22
internal_value=0 3.58618e-05 -2.70632e-06 -3.14977e-05 9.97277e-07 -2.31601e-05 7.57165e-05 1.62801e-05 -2.84437e-05 8.274e-07 5.15685e-05 -1.11152e-06 -0.000153744 -9.07329e-06 1.40533e-06 6.06342e-05 -1.7686e-07 -1.11875e-06 4.05448e-07 6.88877e-05 5.58558e-08 -2.16968e-06 -6.03249e-05 -2.15974e-05 1.95956e-05 1.84858e-06 3.46266e-06 -1.90275e-05 -0.000113843 5.83728e-05
internal_weight=0 219 2902 196 176 133 43 102 68 2880 106 2774 45 86 2729 53 2695 2673 2649 96 62 2553 165 142 109 2388 2367 89 40 49
internal_count=3121 219 2902 196 176 133 43 102 68 2880 106 2774 45 86 2729 53 2695 2673 2649 96 62 2553 165 142 109 2388 2367 89 40 49
is_linear=0
shrinkage=0.1


Tree=2796
num_leaves=31
num_cat=0
split_feature=132 1185 1203 367 124 15 49 0 3 3 157 0 151 13 150 43 0 2 3 1 4 1 15 34 30 9 8 3 13 51
split_gain=2.96525e-05 0.000207854 0.000132515 2.78737e-05 5.98702e-05 3.34373e-05 3.27557e-05 9.38357e-05 8.06904e-05 0.000164479 0.000131044 0.000125705 0.000103358 0.000100635 0.000136119 0.000104108 8.4828e-05 8.06265e-05 0.000205656 0.000177701 0.000129428 0.000153832 0.000182082 7.90655e-05 0.000161302 0.000109157 0.000191552 6.96684e-05 6.48146e-05 0.000117606
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.0098099999999999975 0.091025000000000009 -0.091604999999999978 -0.012034999999999999 -0.24955499999999997 -0.083924999999999986 -0.080884999999999985 0.0026750000000000007 -0.038659999999999993 -0.093064999999999981 -0.087714999999999987 0.083250000000000005 -0.09002499999999998 -0.094654999999999975 0.113445 0.10299500000000002 0.11507500000000002 0.0067750000000000006 0.096860000000000016 -0.090644999999999989 -0.057544999999999992 0.085570000000000021 0.088235000000000022 0.091215000000000004 -0.13309499999999996 -0.13710499999999998 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 6 -6 8 -8 13 -10 11 12 -11 16 -15 -16 -5 18 20 -19 21 22 -14 24 -9 28 -27 -17 29 -25
right_child=1 3 -4 4 5 -7 7 23 9 10 -12 -13 17 14 15 27 -18 19 -20 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-6.4746120642666938e-06 0.00031616370930957299 8.6645726303293097e-05 -0.00024285375612736164 -8.4943345185214047e-05 -0.00020768593094544485 -3.3156563586089763e-05 0.00018474485480290807 0.00031766980988929086 0.00020108142315094534 -0.00023861746754153586 -0.00026087624123430857 0.00018442140476508941 0.00034814160947765536 -0.00031152587044127889 9.0567821670057517e-05 -1.7102290108926936e-05 0.00019026437838051824 -0.00032070563162130345 0.00027551725984737677 1.7350857585067086e-05 -0.00020508244282421495 -0.00013528613223267409 -4.1390266900028413e-05 -5.4613163035911046e-06 -1.892363691825137e-05 -0.00037253564473108521 5.4583327290033809e-05 -0.00025490263859475297 8.5119066022252098e-06 -0.0002014433921119906
leaf_weight=195 21 37 27 24 21 23 29 24 38 21 21 32 24 31 28 22 21 23 29 48 29 30 24 113 35 21 21 28 2039 42
leaf_count=195 21 37 27 24 21 23 29 24 38 21 21 32 24 31 28 22 21 23 29 48 29 30 24 113 35 21 21 28 2039 42
internal_value=0 2.69733e-06 -3.52234e-05 4.10051e-07 -7.13046e-07 -0.000116455 1.1077e-06 5.98984e-06 -2.28798e-05 5.81781e-06 -2.05879e-05 -1.18005e-06 -2.72294e-05 -8.23248e-05 -0.000134265 -6.38157e-05 4.34869e-05 -5.7842e-06 3.93092e-05 -9.21604e-05 -2.47097e-05 4.23519e-05 0.000153376 3.73106e-06 0.000117996 7.16023e-07 -0.000158976 -0.00015027 3.77303e-06 -5.85661e-05
internal_weight=0 2899 222 2878 2841 44 2797 2324 473 319 281 260 228 154 109 78 45 207 136 71 107 78 48 2295 59 2236 42 50 2194 155
internal_count=3121 2899 222 2878 2841 44 2797 2324 473 319 281 260 228 154 109 78 45 207 136 71 107 78 48 2295 59 2236 42 50 2194 155
is_linear=0
shrinkage=0.1


Tree=2797
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1429 156 156 471 1373 457 49 448 0 0 1 1365 457 457 484 157 151 130 1 482 483 159 15 133 158 482
split_gain=3.00672e-05 0.000800413 0.000439281 0.000170376 2.79032e-05 9.51023e-05 8.57134e-05 5.18827e-05 2.68088e-05 6.35324e-05 0.000180012 8.6754e-05 3.78389e-05 4.26134e-05 9.42626e-05 4.36599e-05 3.5993e-05 0.000116966 4.12331e-05 0.000264826 0.000246478 0.00010008 0.000149284 8.56545e-05 0.000251809 0.000118438 0.000187504 0.000113972 7.2371e-05 8.90814e-05
threshold=-0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 0.12521000000000002 0.3248100000000001 0.14540500000000003 -0.081099999999999992 -1.0000000180025095e-35 0.11612500000000002 -0.046979999999999987 0.030280000000000001 -0.24955499999999997 -0.22491999999999998 0.089105000000000018 0.087370000000000017 0.097000000000000017 0.091945000000000013 0.091180000000000011 -0.082259999999999986 -0.5145249999999999 -0.23123999999999997 0.16540500000000002 0.089745000000000005 0.098395000000000024 0.10713500000000002 -0.067579999999999987 0.088285000000000016 -0.47336999999999996 0.11191500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 -4 -9 11 -11 12 -10 14 -14 16 17 18 20 -20 -15 -22 28 25 -25 26 -21 -28 -23 -30
right_child=2 -3 4 -5 -6 -7 -8 8 9 10 -12 -13 13 15 -16 -17 -18 -19 19 23 21 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=3.1030535214475064e-06 -0.0004478472718884322 0.00060780946911439648 -0.00016054124731908816 -0.00030481516405416191 0.0001184100762475282 -0.00021214324958799852 0.00020273026685962189 -9.9974008089003089e-05 9.9657931124779559e-05 -6.3393402039461463e-05 0.00034282253043784296 -0.00018167168859166012 1.7907346699013777e-05 -0.00035295838133606597 -0.00025311183140036607 0.00014586636513870741 -0.00012929212617953973 0.00022665797532681609 0.00038001126820398938 -0.00018807329589352859 0.00021691616386219507 0.00018478085891859207 -0.00027440229365311098 -0.00034225714469660794 8.6241183851143433e-05 0.00023181384494169572 -2.2989839730460358e-05 0.00030341304867761212 2.3801935360408377e-07 -0.00020196452731562951
leaf_weight=177 22 22 20 20 20 21 21 26 39 24 20 26 33 20 21 21 21 23 21 33 21 21 20 24 32 28 23 20 2259 22
leaf_count=177 22 22 20 20 20 21 21 26 39 24 20 26 33 20 21 21 21 23 21 33 21 21 20 24 32 28 23 20 2259 22
internal_value=0 3.57294e-05 -2.69632e-06 -2.81577e-05 7.04134e-07 -1.18984e-07 1.44935e-06 -5.0611e-08 1.09657e-06 2.04456e-06 0.00012125 1.21891e-07 1.8712e-06 4.391e-07 -8.7489e-05 2.259e-06 1.09372e-06 2.16037e-06 1.30714e-07 4.61306e-05 -3.39277e-06 -4.08853e-07 -2.37432e-06 2.30881e-06 -9.7401e-05 5.59987e-05 -8.77532e-06 0.000128825 -1.09191e-08 -1.7122e-06
internal_weight=0 219 2902 197 2880 2860 2839 2818 2798 2772 44 2728 2702 2663 54 2609 2588 2567 2544 181 2363 2343 2322 160 56 104 76 43 2302 2281
internal_count=3121 219 2902 197 2880 2860 2839 2818 2798 2772 44 2728 2702 2663 54 2609 2588 2567 2544 181 2363 2343 2322 160 56 104 76 43 2302 2281
is_linear=0
shrinkage=0.1


Tree=2798
num_leaves=31
num_cat=0
split_feature=130 12 403 4 1209 1209 3 401 133 43 129 43 41 131 47 1 51 157 52 52 4 2 11 3 0 13 0 51 3 1210
split_gain=3.26052e-05 7.33157e-05 2.89121e-05 0.000206354 8.27626e-05 3.79858e-05 3.65072e-05 8.75094e-05 8.18232e-05 0.000178881 0.000103662 0.000220118 8.708e-05 9.14142e-05 8.83437e-05 9.95023e-05 0.000139527 0.000121502 0.000231098 0.000120483 0.000161241 0.000101088 8.30091e-05 0.000165752 6.5172e-05 0.000211692 9.21922e-05 0.000143417 5.80624e-05 5.96708e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.5492149999999999 -0.085594999999999991 -0.097919999999999993 -0.087714999999999987 -0.094299999999999981 0.091040000000000024 0.090665000000000009 -0.11278499999999998 0.080675000000000011 -0.095589999999999994 0.08690500000000001 0.080385000000000012 0.082095000000000015 0.10337500000000001 0.10174000000000001 -0.04831499999999999 -0.54663499999999987 -0.016949999999999996 -0.14098499999999997 0.092755000000000018 0.077415000000000012 -0.11255999999999998 0.10455500000000001 -0.029529999999999997 0.047850000000000011 -0.12463499999999998 -0.092174999999999993 -0.13847499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 7 8 10 -10 12 -12 13 14 15 16 19 -17 -19 20 -7 -22 23 -21 26 -26 28 -28 -8 -30
right_child=1 -3 4 -5 5 6 24 -9 9 -11 11 -13 -14 -15 -16 17 -18 18 -20 22 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00012727194203762337 -0.00018682459864066914 0.00018272437889457004 -0.00019962853707727933 0.00021379699683166109 0.00011766349090504702 -0.00021508517046083488 -0.00012809988364050439 0.00022251498798834206 -2.7853647849484778e-05 0.00030385344008240724 7.3814143036509417e-05 -0.00032635933239362204 0.00018048449710477145 -0.00018130487564485521 -0.00014062783683925774 -0.00023370901250858037 0.00032540733955102044 0.00030673858542286327 -9.5466412836685787e-05 0.00034798930972818092 -1.7857641365963548e-05 0.00024892776535125451 -2.8773130283557943e-05 -1.7159621007601307e-06 -0.00036139457841359433 5.5502300002162569e-05 -5.337491317692658e-05 0.00028643721940439988 0.00013274668233333937 -6.9315967979343493e-06
leaf_weight=20 20 22 21 36 27 31 39 21 37 29 27 28 30 25 32 26 20 20 50 33 49 20 21 23 21 29 23 27 31 2283
leaf_count=20 20 22 21 36 27 31 39 21 37 29 27 28 30 25 32 26 20 20 50 33 49 20 21 23 21 29 23 27 31 2283
internal_value=0 8.20848e-07 -4.78885e-07 7.07179e-05 -1.79778e-06 -4.13886e-07 -1.48551e-06 2.25282e-05 1.41455e-05 0.000117896 -1.596e-06 -0.000129911 1.69758e-05 2.96082e-06 1.71351e-05 3.43652e-05 7.50456e-05 -4.91144e-05 1.94493e-05 4.67561e-05 -2.56411e-05 5.94715e-05 0.000140778 0.00020436 -6.59565e-06 -0.000119594 -4.24445e-06 0.000130124 -7.0997e-06 -5.06037e-06
internal_weight=0 3101 3079 56 3023 3002 2975 522 501 66 435 55 380 350 325 293 197 96 70 177 100 69 77 56 2453 50 2403 50 2353 2314
internal_count=3121 3101 3079 56 3023 3002 2975 522 501 66 435 55 380 350 325 293 197 96 70 177 100 69 77 56 2453 50 2403 50 2353 2314
is_linear=0
shrinkage=0.1


Tree=2799
num_leaves=31
num_cat=0
split_feature=1204 1185 1186 394 1446 474 157 2 474 154 474 472 156 156 4 475 475 15 52 160 160 160 160 1371 13 160 160 160 484 160
split_gain=2.93466e-05 3.8337e-05 7.12489e-05 2.94319e-05 2.71389e-05 4.66663e-05 0.000136567 9.36023e-05 8.58528e-05 5.11084e-05 7.53373e-05 9.18195e-05 5.05709e-05 5.79551e-05 9.23578e-05 9.31582e-05 0.000217698 7.3696e-05 0.000104691 4.70777e-05 0.000193301 0.000185951 0.000189316 0.000354943 0.000327482 0.000165607 0.000282079 0.000260533 0.000208521 0.000178175
threshold=0.053645000000000005 -0.10973499999999999 -0.092084999999999986 -0.15150999999999998 0.11655500000000001 0.10716000000000002 -0.073574999999999988 0.11067500000000001 0.10280500000000001 1.0000000180025095e-35 -0.26322499999999993 -0.11008499999999999 0.12734000000000004 0.091895000000000018 0.50996500000000011 -0.008964999999999999 -0.081439999999999985 -0.03241999999999999 -0.53964499999999982 -0.089744999999999978 -0.087694999999999981 -0.085764999999999994 -0.081969999999999987 0.083235000000000017 -0.084419999999999981 -0.054789999999999998 -0.025879999999999997 -0.015149999999999999 0.088375000000000009 -0.012569999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 8 -7 -8 9 10 -5 -12 13 19 15 16 -15 18 -17 -13 -21 -22 24 25 -23 28 -27 -28 -24 -29
right_child=-2 2 3 4 -6 6 7 -9 -10 -11 11 12 -14 14 -16 17 -18 -19 -20 20 21 22 23 -25 -26 26 27 29 -30 -31
leaf_value=-0.00013895698939450085 9.8428567483400305e-05 0.00015594531513011918 -8.78565098968209e-05 -0.00015514606540466871 -8.5537222740468517e-05 -0.00029369836487430374 -0.00011595369360293262 0.00013209346115813944 0.00017394607462526031 0.00016031100123655053 0.00020992270334058312 2.7884015738564405e-05 -0.00014155267050955446 3.8694716260159532e-06 -9.9195228327077746e-05 -3.8111307541839781e-05 0.00042152699910123678 -0.00010792561830525161 0.00026099265722388576 -0.00026924048937481922 0.00026102177725988439 -0.00050163641232453917 -6.1309989680358707e-05 0.00039635720495425633 6.2019104970043859e-07 0.00033983006542257502 -0.00027161872087870303 0.00025033499948351945 -0.0004205930166790495 -3.8252259804743334e-06
leaf_weight=20 30 29 39 31 37 21 32 29 29 20 21 434 25 26 29 25 24 26 22 28 26 21 84 22 34 24 36 28 20 1849
leaf_count=20 30 29 39 31 37 21 32 29 29 20 21 434 25 26 29 25 24 26 22 28 26 21 84 22 34 24 36 28 20 1849
internal_value=0 -9.55305e-07 -5.65643e-08 -1.54376e-06 -4.22817e-07 6.38961e-07 -7.37497e-05 1.97036e-06 2.75403e-06 1.01513e-06 -1.08651e-07 1.60539e-06 3.34626e-08 1.31688e-06 6.13394e-05 9.9189e-05 0.000204345 2.71642e-05 0.000101895 -2.18405e-06 -8.19213e-06 -4.78291e-06 -8.04586e-06 -3.16425e-06 -0.000191151 -7.47071e-06 -8.70323e-07 -5.14466e-06 -0.000130403 -3.38108e-08
internal_weight=0 3091 3071 3042 3003 2966 82 61 2884 2855 2835 2804 2783 2758 152 123 50 73 47 2606 2172 2144 2118 2063 55 2041 1937 1913 104 1877
internal_count=3121 3091 3071 3042 3003 2966 82 61 2884 2855 2835 2804 2783 2758 152 123 50 73 47 2606 2172 2144 2118 2063 55 2041 1937 1913 104 1877
is_linear=0
shrinkage=0.1


Tree=2800
num_leaves=31
num_cat=0
split_feature=1429 472 156 471 3 3 132 399 132 3 157 42 1374 1375 1209 1209 1213 43 1209 43 3 402 4 1211 4 0 123 52 49 13
split_gain=2.8293e-05 7.53606e-05 7.8355e-05 4.72004e-05 2.94077e-05 0.000157271 0.000110694 0.00095427 0.000685494 0.000151433 0.00011135 0.000623389 0.000314506 0.000135035 0.000110414 0.000204622 9.57731e-05 0.000171162 9.01463e-05 9.42548e-05 0.000416118 0.00017797 0.000292169 0.000132914 0.00013231 9.27119e-05 0.000183925 8.79014e-05 8.68007e-05 0.00011573
threshold=0.12521000000000002 -0.38234499999999999 0.14540500000000003 -0.081099999999999992 -0.082234999999999989 -0.082094999999999987 -0.083284999999999984 0.09141500000000001 -0.040939999999999997 -0.084964999999999985 -0.087319999999999995 0.083715000000000026 0.087855000000000016 -0.095009999999999997 -0.087199999999999986 -0.067109999999999989 0.093235000000000026 -0.0090299999999999981 -0.080689999999999984 0.05259500000000001 -0.080104999999999996 -0.45015499999999992 -0.068329999999999988 0.085535000000000014 1.0000000180025095e-35 0.10455500000000001 0.080750000000000016 0.08709500000000002 -0.067649999999999988 -0.085804999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 9 -8 -5 11 -10 13 -12 -15 -16 18 -18 -7 23 -21 -22 -23 25 27 -20 -27 -24 29 -17
right_child=-2 2 -4 4 5 16 8 -9 10 -11 12 -13 -14 14 15 28 17 -19 19 20 21 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00018518749678729694 0.00011855730088427662 -0.00015385730906018581 0.00019784222951784613 4.0387268874739576e-05 -0.00024333514744674696 -0.00018118964251092015 -0.0005637121231259135 0.00073311958491103731 -0.00018724465653576774 -0.00026387356712283299 0.00024833468550582437 0.00041549304020820175 -0.00031994276957040462 0.0002204418617717844 -0.00031326714100941903 6.5831803866395989e-05 0.00032638641305311468 1.50187114286382e-06 5.0716181166569282e-06 -0.00044869419815950099 -0.00026272600344209759 0.00028359625242900982 -6.1760838313299846e-05 0.00023311082704458388 7.6765593329467488e-06 -0.00036398870979610366 6.4876527321757759e-05 -0.00034562044456833976 1.8081224956794249e-05 -0.00019202646607996228
leaf_weight=22 20 20 20 74 28 30 21 20 32 21 24 37 29 24 20 28 24 50 1267 25 27 33 24 25 142 20 20 20 928 46
leaf_count=22 20 20 20 74 28 30 21 20 32 21 24 37 29 24 20 28 24 50 1267 25 27 33 24 25 142 20 20 20 928 46
internal_value=0 -7.64649e-07 5.53085e-07 -7.36808e-07 2.70895e-07 -8.25724e-06 1.16178e-05 0.000105302 2.55665e-06 -2.68704e-05 1.27379e-05 0.000135963 5.00128e-06 1.38082e-05 8.42707e-06 3.44825e-06 -4.40125e-06 0.00010687 -9.44354e-06 -6.22933e-06 -5.99885e-05 -2.04859e-05 9.37935e-06 4.70816e-06 -3.9272e-05 3.39324e-07 -0.000149556 -0.000190788 9.76991e-06 -9.44585e-05
internal_weight=0 3101 3079 3059 3039 1735 1304 115 1189 95 1168 69 1099 1070 1046 1022 1707 74 1633 1603 271 246 219 1332 186 1307 40 44 1002 74
internal_count=3121 3101 3079 3059 3039 1735 1304 115 1189 95 1168 69 1099 1070 1046 1022 1707 74 1633 1603 271 246 219 1332 186 1307 40 44 1002 74
is_linear=0
shrinkage=0.1


Tree=2801
num_leaves=31
num_cat=0
split_feature=132 1185 1203 401 401 402 133 133 42 1208 43 402 1209 402 1209 133 3 42 1212 1212 42 52 12 12 15 156 12 16 160 160
split_gain=3.36229e-05 0.000238337 8.52357e-05 3.18613e-05 5.0031e-05 0.000354929 0.000117265 0.00010872 8.77091e-05 4.17808e-05 0.000255495 9.2239e-05 7.77335e-05 5.60264e-05 3.90606e-05 4.11297e-05 0.000319534 0.000241731 4.04526e-05 6.57036e-05 0.000278898 0.000157166 4.2333e-05 0.000212338 0.000260765 0.000207996 0.000204068 0.000134508 0.000125852 0.000110943
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.47144999999999992 -1.0000000180025095e-35 -0.45015499999999992 0.50628500000000021 0.41553500000000004 -0.074124999999999983 0.10233500000000001 -0.040344999999999992 0.23460000000000003 0.10521000000000001 -0.09849999999999999 -0.087714999999999987 0.15630500000000003 -0.082039999999999988 -0.013389999999999997 -0.42670499999999995 -1.0000000180025095e-35 0.087075000000000014 0.086275000000000004 0.089210000000000025 0.089885000000000007 -0.016799999999999995 -0.087794999999999998 0.090840000000000018 -0.042349999999999992 -0.53379499999999991 0.51085000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 7 9 -8 11 -11 12 13 -6 -15 18 17 -17 -16 20 21 -20 29 24 -24 -25 27 -27 -28 -21
right_child=1 3 -4 4 6 -7 8 -9 -10 10 -12 -13 -14 14 15 16 -18 -19 19 22 -22 -23 23 25 -26 26 28 -29 -30 -31
leaf_value=-1.4450744095029223e-05 0.00033853852350841326 0.00011062124282873882 -0.00020402883334706226 -0.00038133865280542528 -0.00013204433436158071 0.00010381459260794433 2.9454507272351874e-05 -0.00023342840682744282 0.00031880257934972182 0.00036120385222602634 -0.00012274187514170384 -0.00017250339076253438 0.00019262885769075227 0.00010756711089390378 -0.00010493899714284844 -6.9764378422405579e-06 0.00023109307468352518 -0.00045619040130354143 0.00010488140720671282 -6.3316712501274535e-06 0.00030870559691850632 -0.00022513150729032029 6.0138323331355221e-06 0.0003135407695524572 0.00040168124503159037 -6.5177318375108059e-05 0.00020212648360029561 -0.00040227643155958507 -1.0330684116633174e-06 -0.00022760625239421327
leaf_weight=195 21 26 27 25 32 38 22 20 20 20 24 31 21 34 35 25 23 23 31 1527 35 27 36 21 31 29 32 20 647 23
leaf_count=195 21 26 27 25 32 38 22 20 20 20 24 31 21 34 35 25 23 23 31 1527 35 27 36 21 31 29 32 20 647 23
internal_value=0 2.87226e-06 -3.75075e-05 4.22989e-07 -5.81624e-07 -8.87065e-05 1.40901e-06 -1.12644e-06 0.000167239 5.77279e-07 9.72335e-05 -1.00784e-06 9.96822e-07 -5.32738e-07 1.08649e-06 -3.2495e-07 -7.53753e-05 -0.000222225 1.81161e-06 3.33104e-06 8.57792e-05 -4.87453e-05 9.02571e-08 1.85257e-05 0.000189084 3.26881e-06 -5.68134e-06 -0.000202769 8.54146e-06 -9.6151e-06
internal_weight=0 2899 222 2878 2852 63 2789 2747 42 2727 44 2683 2652 2631 2599 2565 71 48 2494 2459 93 58 2366 816 67 749 728 49 679 1550
internal_count=3121 2899 222 2878 2852 63 2789 2747 42 2727 44 2683 2652 2631 2599 2565 71 48 2494 2459 93 58 2366 816 67 749 728 49 679 1550
is_linear=0
shrinkage=0.1


Tree=2802
num_leaves=31
num_cat=0
split_feature=1204 1185 1186 1176 1176 393 394 393 1186 129 11 1204 2 2 13 12 128 40 120 0 400 131 12 158 158 16 1455 1453 15 1452
split_gain=3.21532e-05 3.71848e-05 5.64691e-05 3.04559e-05 3.15775e-05 3.03956e-05 6.39538e-05 3.2483e-05 3.20254e-05 2.98108e-05 0.000102364 7.35826e-05 6.45556e-05 0.000179198 8.58747e-05 7.4355e-05 8.83887e-05 6.32271e-05 5.6772e-05 4.08217e-05 3.92956e-05 4.19257e-05 7.33522e-05 4.92865e-05 0.000108405 9.02064e-05 4.60275e-05 0.000104755 7.44862e-05 4.77633e-05
threshold=0.053645000000000005 -0.10973499999999999 -0.092084999999999986 0.086510000000000017 1.0000000180025095e-35 -0.087924999999999989 -0.15150999999999998 0.10585500000000002 -0.084204999999999988 0.083780000000000007 0.078730000000000008 -0.098194999999999991 0.11177500000000001 0.099515000000000006 -0.011914999999999999 0.092995000000000008 0.087235000000000021 -0.24290999999999999 0.093680000000000013 -0.059114999999999994 -0.090569999999999998 0.11767000000000001 0.096830000000000013 -0.25150999999999996 -0.47144999999999992 -0.054549999999999994 0.090900000000000022 -0.057274999999999993 -0.068899999999999975 0.094585000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 -8 11 12 -10 13 14 -11 16 -16 -13 20 -14 -19 23 -23 24 -22 -26 29 -28 -29 -25
right_child=-2 2 3 -5 -6 6 7 -9 9 10 -12 17 19 -15 15 -17 -18 18 -20 -21 21 22 -24 26 25 -27 27 28 -30 -31
leaf_value=-0.00013691213606762176 0.00010302771717761062 0.00013876722454181711 9.1189910973688327e-05 0.00011076559834085249 -0.00012169940246994057 -0.0001618151839647908 -9.5881842041004955e-05 0.00011466832193036681 -0.00018193764731024758 0.00015597193844808752 0.00022959686793910805 -0.00017111623925633137 -0.00020345086220913803 0.00025025487389029877 -3.4966143253508824e-05 7.3002185873237663e-05 -0.00028239613933361731 0.00011565626433106705 0.00016695881371560974 -1.407029303663876e-06 4.8376034454930864e-05 0.00017721018688682694 -5.8522345484975223e-05 -6.7750340136933168e-06 -4.3275057269847428e-05 -0.00032334705331026195 0.00026949224906275049 0.00014536432898603379 -7.2647861850869261e-05 0.0001447168601901337
leaf_weight=20 30 29 35 24 22 25 36 24 23 23 24 22 20 32 42 29 22 28 20 20 36 33 22 2326 23 23 20 25 42 21
leaf_count=20 30 29 35 24 22 25 36 24 23 23 24 22 20 32 42 29 22 28 20 20 36 33 22 2326 23 23 20 25 42 21
internal_value=0 -9.99944e-07 -1.14811e-07 -1.4388e-06 -2.33108e-06 -1.45455e-06 -2.54963e-06 -1.19349e-06 -2.1484e-06 -9.75098e-07 3.51153e-05 -3.84716e-06 1.02879e-05 4.07519e-05 -1.7042e-05 -5.98304e-05 -0.00012002 -2.2962e-06 -8.78086e-07 -0.000102429 -2.16964e-06 -3.45284e-06 8.29172e-05 -5.3409e-06 -8.15948e-05 -0.000183311 -2.77195e-06 6.86522e-05 8.69997e-06 -5.41955e-06
internal_weight=0 3091 3071 3042 3018 2996 2961 2936 2912 2876 212 2664 188 148 116 93 64 2641 2619 40 2599 2571 55 2516 82 46 2434 87 67 2347
internal_count=3121 3091 3071 3042 3018 2996 2961 2936 2912 2876 212 2664 188 148 116 93 64 2641 2619 40 2599 2571 55 2516 82 46 2434 87 67 2347
is_linear=0
shrinkage=0.1


Tree=2803
num_leaves=31
num_cat=0
split_feature=400 399 400 130 15 42 1185 1186 129 1208 1208 1208 403 15 402 1212 0 483 0 42 481 0 151 15 475 150 51 9 2 13
split_gain=2.79973e-05 0.000181897 8.52646e-05 7.3201e-05 0.000109521 9.24018e-05 5.08078e-05 3.05806e-05 4.3379e-05 2.86282e-05 9.37031e-05 0.000120026 6.74379e-05 0.000240543 7.34585e-05 0.000283168 5.59206e-05 0.000149005 0.000147736 0.000203127 0.000124799 0.00024114 0.000105152 0.000108516 0.000197448 0.000268576 0.000163084 0.000101589 9.7061e-05 8.84105e-05
threshold=-0.08262499999999999 0.090145000000000017 -0.081639999999999976 0.087820000000000023 0.084905000000000022 -0.015274999999999999 -0.083264999999999992 -0.089559999999999987 -0.08133 0.11332500000000002 0.10233500000000001 0.089655000000000012 -0.5335399999999999 0.087575000000000014 0.13924000000000003 -0.089544999999999986 -0.082284999999999983 -0.47181499999999993 -0.082724999999999979 0.087195000000000009 -0.15265499999999996 -0.083264999999999992 -0.081519999999999981 -0.0092699999999999987 -0.085774999999999976 0.10874500000000002 -0.085164999999999977 0.088235000000000022 -0.0050599999999999994 -0.086134999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -4 -8 -9 10 11 12 13 -10 16 -16 18 -18 20 -20 -14 22 23 24 -22 26 -26 28 -24 -28
right_child=2 -3 6 -5 -6 -7 7 8 9 -11 -12 -13 14 -15 15 -17 17 -19 19 -21 21 -23 27 -25 25 -27 29 -29 -30 -31
leaf_value=0.00021969230086792127 -0.00020278110085720464 0.00032286165911500576 0.00015827836297830801 -0.00016805140595682714 -0.00011307865340484114 -3.832948124177758e-05 -0.00010758323778308867 0.00011896104619760689 -0.00011684539672189756 -0.00010076693664626058 0.00018113062170803981 -0.00024681616312591362 -0.00020730743687430908 0.00033126252540387218 0.00012060098982016957 -0.00040516096560168081 0.00028501934168161824 9.9102235389369862e-06 5.6022335427215978e-06 -0.00043014898095862009 -0.00028009385801851749 0.00028604420887664412 0.00015732970641693103 0.00020465581784830306 -0.00026903790450887754 0.00031064270433765187 -6.9478223573511336e-05 -0.00023708234331769001 -2.5157366936090497e-05 8.8496016478618086e-05
leaf_weight=35 21 20 20 22 32 23 27 30 23 29 28 20 31 25 21 20 20 1260 23 20 20 28 30 37 20 33 54 22 1024 103
leaf_count=35 21 20 20 22 32 23 27 30 23 29 28 20 31 25 21 20 20 1260 23 20 20 28 30 37 20 33 54 22 1024 103
internal_value=0 4.507e-05 -1.99038e-06 -4.53567e-06 3.54348e-05 0.000117373 -5.69692e-07 -1.64736e-06 -6.6815e-07 -1.90955e-06 -9.07847e-07 -2.70639e-06 -9.71425e-07 0.000116544 -3.01074e-06 -0.000135868 -1.01178e-06 1.42088e-05 -1.44944e-05 -0.000197073 -8.89462e-06 -4.40826e-06 -1.04639e-05 4.57083e-05 2.01384e-05 4.8732e-05 -9.88275e-08 -2.44025e-05 -1.99632e-05 3.41609e-05
internal_weight=0 132 2989 112 90 58 2968 2948 2921 2891 2862 2834 2814 48 2766 41 2725 1280 1445 43 1402 1371 1343 267 230 210 177 1076 1054 157
internal_count=3121 132 2989 112 90 58 2968 2948 2921 2891 2862 2834 2814 48 2766 41 2725 1280 1445 43 1402 1371 1343 267 230 210 177 1076 1054 157
is_linear=0
shrinkage=0.1


Tree=2804
num_leaves=31
num_cat=0
split_feature=123 123 120 40 12 133 46 147 1348 447 1426 147 132 15 1185 1186 1366 1375 1 456 456 484 475 1375 1374 49 133 160 474 482
split_gain=2.88555e-05 5.37641e-05 2.98732e-05 0.000105318 3.981e-05 6.88318e-05 5.96447e-05 5.0279e-05 6.12054e-05 5.19262e-05 4.03643e-05 5.55808e-05 4.12447e-05 0.000868741 0.00041531 0.000150166 3.89176e-05 4.39334e-05 0.000109137 7.42684e-05 5.32079e-05 5.46731e-05 0.000346324 0.000165027 0.000121302 9.99843e-05 0.000147931 0.000110374 0.000111369 0.000138399
threshold=0.13162000000000004 0.11410500000000003 1.0000000180025095e-35 -0.24134999999999998 0.12757000000000002 0.017095000000000003 -0.043074999999999995 0.097985000000000017 0.089175000000000018 0.089395000000000016 -0.094284999999999994 0.089810000000000015 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.0044650000000000011 -0.079979999999999982 0.089070000000000024 0.088875000000000023 -0.11319999999999998 -1.0000000180025095e-35 0.086135000000000017 -0.085684999999999997 -0.15308499999999997 0.079875000000000015 0.11560500000000001 0.090665000000000009 -0.077609999999999985 0.088710000000000011 0.088770000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 8 9 10 -8 12 13 15 -14 -12 -16 19 -19 -18 -21 23 -23 -22 -25 26 27 28 29 -24
right_child=-2 -3 -4 4 5 -7 7 -9 -10 -11 11 -13 14 -15 16 -17 17 18 -20 20 21 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00022375862504088134 -0.00011973003320235876 0.00015654392453567117 -0.00010506487110601651 0.00015761966721280867 -0.00019535906003511629 2.6374073578543698e-05 0.00013299360580276698 -0.00012533197555057997 0.00017080667409269761 -0.00011367869163223077 -3.7891972269416368e-07 -0.00015834660648992709 -0.00043471494002667233 0.00059573104348964988 9.3793345278956835e-05 -0.00028637350988966709 -0.00018551200486226229 7.8759479292784819e-05 -0.00023195676286167537 0.00015473186225711328 -0.00020965749739077999 0.00041606170011421103 -4.5387299455751866e-05 -1.7250932199712089e-06 0.00024568738388552452 -0.00020475039491429925 0.00028094189003154282 -0.00014854653282105946 0.0002600588392306236 0.00022176315384664727
leaf_weight=21 20 22 27 24 28 28 23 32 21 40 146 22 22 25 45 21 21 20 26 23 38 23 101 2158 20 20 21 39 20 24
leaf_count=21 20 22 27 24 28 28 23 32 21 40 146 22 22 25 45 21 21 20 26 23 38 23 101 2158 20 20 21 39 20 24
internal_value=0 7.72194e-07 -3.40822e-07 5.85636e-07 -9.60598e-07 -8.44925e-05 6.11767e-07 -6.65152e-07 7.01528e-07 -5.31118e-07 1.05247e-06 -1.79492e-08 1.22031e-06 4.59589e-05 -2.05699e-06 -3.63423e-05 1.60537e-06 -1.89282e-08 -9.68627e-05 1.75731e-06 3.3386e-06 1.92543e-06 4.64526e-05 -3.05776e-06 5.4683e-07 8.67037e-06 2.94919e-05 7.93807e-07 4.09612e-05 5.90559e-06
internal_weight=0 3101 3079 3052 3031 56 2975 2951 2919 2898 2858 2835 2813 192 2621 167 2599 2554 46 2508 2487 2464 248 2216 2178 225 205 184 145 125
internal_count=3121 3101 3079 3052 3031 56 2975 2951 2919 2898 2858 2835 2813 192 2621 167 2599 2554 46 2508 2487 2464 248 2216 2178 225 205 184 145 125
is_linear=0
shrinkage=0.1


Tree=2805
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 16 43 130 399 0 3 45 11 33 10 16 1 1 1 44 158 2 31 0 9 0 158 2 376 376 150
split_gain=2.96095e-05 0.000231729 0.000101004 4.75404e-05 2.94023e-05 6.99432e-05 5.02818e-05 8.13624e-05 5.55358e-05 3.71331e-05 2.90102e-05 4.10195e-05 6.97183e-05 3.62138e-05 0.000438605 0.000257088 4.90267e-05 5.60252e-05 5.94311e-05 8.37027e-05 0.000193014 5.57824e-05 4.7874e-05 4.26039e-05 3.7515e-05 3.73135e-05 3.60496e-05 3.34801e-05 4.05799e-05 6.75457e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.081299999999999983 0.50194500000000009 0.096505000000000021 0.089300000000000004 -0.087084999999999982 -0.087319999999999995 -0.067109999999999989 -0.011194999999999998 -0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 0.11061500000000002 0.15618500000000002 0.13968000000000003 0.099360000000000018 -0.47144999999999992 0.091545000000000015 -1.0000000180025095e-35 -0.057069999999999989 0.085355000000000014 -0.098289999999999975 -0.45617999999999997 0.14285500000000004 0.089985000000000023 0.080200000000000007 0.084335000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 9 7 8 -1 -6 -3 -12 -13 14 15 -14 17 18 19 20 -15 -21 24 25 -17 -23 -19 28 -27 -30
right_child=1 10 -4 -5 5 -7 -8 -9 -10 -11 11 12 13 16 -16 22 -18 26 -20 21 -22 23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00011944021017647491 0.00033367567133003227 -0.00011973760188993765 -0.00022454387205652891 -0.00015338400983074237 4.6074886995484121e-05 -6.1546249171756087e-05 0.00010045900968786253 -0.00022379788472038777 -7.8437687143623666e-05 0.00023877435851318298 0.00012865157774649561 -0.00016972034645732493 -0.00038860026335896692 -7.6385857523746396e-05 0.00033071518570441417 6.0689839610859056e-05 -0.00015315019118133932 0.00020211141239666509 -0.00016171573949142604 -0.00012973702510885065 0.00036294719426678058 -0.00011039828406258798 0.000151387684927613 -0.00013626895980332451 -0.00013067829062319582 1.2124828861296071e-06 2.4891713322479822e-05 -9.9820894820368278e-05 0.00018113299643118808 -4.967571363695676e-05
leaf_weight=23 21 20 25 21 20 29 24 23 37 20 25 24 20 20 39 20 21 22 23 34 20 30 20 23 21 2387 24 32 32 21
leaf_count=23 21 20 25 21 20 29 24 23 37 20 25 24 20 20 39 20 21 22 23 34 20 30 20 23 21 2387 24 32 32 21
internal_value=0 2.69538e-06 -3.51978e-05 -1.11692e-05 5.79965e-06 5.66977e-05 -2.70225e-05 -6.38846e-05 -2.58449e-06 0.000142425 2.80301e-07 1.12017e-06 -5.23529e-09 1.4448e-06 5.51933e-05 -7.74654e-05 -9.53788e-07 2.44159e-07 -1.67522e-06 -2.58935e-07 0.000143281 -2.50262e-06 2.4546e-05 -7.89363e-07 -3.7328e-05 4.56053e-07 0.000109649 1.80137e-06 3.13412e-06 8.96805e-05
internal_weight=0 2899 222 197 176 69 107 83 60 40 2878 2858 2833 2809 120 81 2689 2668 2622 2599 40 2559 61 2525 41 2502 46 2472 2440 53
internal_count=3121 2899 222 197 176 69 107 83 60 40 2878 2858 2833 2809 120 81 2689 2668 2622 2599 40 2559 61 2525 41 2502 46 2472 2440 53
is_linear=0
shrinkage=0.1


Tree=2806
num_leaves=31
num_cat=0
split_feature=158 1455 1 43 15 160 1456 482 483 12 52 483 484 50 4 4 154 474 1420 0 1208 0 13 4 52 1 160 0 3 52
split_gain=3.13337e-05 5.18312e-05 0.000177961 0.000217564 0.000285093 0.00017027 9.64618e-05 3.6276e-05 4.00872e-05 0.000183166 0.000160758 8.92204e-05 7.00123e-05 0.000110017 3.9203e-05 7.90633e-05 3.87198e-05 6.38363e-05 6.07975e-05 4.0343e-05 0.000152232 0.000141886 0.00012312 0.00020912 0.000237054 0.000120587 9.62913e-05 0.00014476 0.000161676 0.000263625
threshold=-0.47382999999999992 -0.037084999999999993 0.091900000000000023 -0.013024999999999998 -0.067579999999999987 0.043720000000000009 0.12676500000000004 0.11191500000000001 0.098395000000000024 0.23631000000000002 0.12445000000000002 0.095980000000000024 -0.051889999999999999 -0.13200999999999999 0.62931500000000018 0.6227450000000001 1.0000000180025095e-35 -0.26322499999999993 1.0000000180025095e-35 -0.070889999999999995 0.10233500000000001 -0.069954999999999976 -0.07743499999999999 -0.064054999999999987 0.088785000000000017 0.10937500000000001 -0.016279999999999996 -0.067094999999999988 -0.053259999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 9 11 12 14 13 -10 15 16 17 -3 19 20 -19 -21 23 24 -23 -25 -24 -28 -29 -30
right_child=1 6 -4 -5 -6 -7 -8 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 21 -22 22 26 25 -26 -27 27 28 29 -31
leaf_value=-0.00010932077552402357 0.00011635432078037412 -0.00014471826786663564 0.00028108995828570816 -0.00025527999608311803 0.00035956314706709236 -0.00026989553956636449 -0.00021035451010737398 -0.00011555947033533205 -0.00011311500078591054 -0.00030283767270702813 0.00031669502364820804 0.00020145706991818522 -0.00013127467601508318 0.00018967274362997465 -0.00012063097630272279 0.00019855815593473381 0.00013427117013461179 2.0008177306214991e-06 0.00017331001348793509 -0.00025216852154699156 0.00023278886480417491 6.9011047344247348e-06 5.2960182862079816e-05 -0.00020512078078284573 0.00044273032032763764 6.8906222198468955e-05 -0.00022363104660104473 1.032558555493779e-05 -6.2078514467126897e-05 -0.0004532266376329409
leaf_weight=26 25 31 29 25 25 21 22 27 20 20 20 22 27 30 27 20 21 1979 20 26 29 24 100 26 26 42 46 248 96 21
leaf_count=26 25 31 29 25 25 21 22 27 20 20 20 22 27 30 27 20 21 1979 20 26 29 24 100 26 26 42 46 248 96 21
internal_value=0 9.18367e-07 6.39979e-05 -1.58197e-06 8.77483e-05 -5.99771e-05 -1.7365e-06 -1.79645e-07 8.86858e-07 -1.2843e-06 6.40966e-05 8.66583e-07 -1.51343e-06 6.85576e-05 -7.19682e-07 4.55492e-07 -9.93157e-07 -2.03979e-06 -3.91245e-07 -1.6958e-06 5.33391e-06 -2.32464e-05 -1.37838e-05 7.82842e-05 0.000233532 -3.58688e-05 -3.50442e-05 -5.64564e-05 -3.53878e-05 -0.000132285
internal_weight=0 3095 125 96 71 46 2970 2948 2921 2824 97 2804 77 50 2782 2755 2735 2714 2683 2663 2008 655 629 118 50 68 511 411 365 117
internal_count=3121 3095 125 96 71 46 2970 2948 2921 2824 97 2804 77 50 2782 2755 2735 2714 2683 2663 2008 655 629 118 50 68 511 411 365 117
is_linear=0
shrinkage=0.1


Tree=2807
num_leaves=31
num_cat=0
split_feature=33 132 1203 393 50 1 121 11 50 43 3 133 157 1456 52 160 483 133 1456 1455 483 0 157 0 0 158 158 402 133 160
split_gain=3.03636e-05 3.04598e-05 0.000855366 0.00038999 0.000184154 3.24495e-05 0.000112701 4.45762e-05 3.79066e-05 0.000146965 0.000270856 0.000125982 5.77452e-05 5.10105e-05 0.000163978 5.96465e-05 5.17051e-05 0.000109435 0.000122152 7.71578e-05 6.81657e-05 6.02211e-05 0.000135909 0.000308883 0.000104652 5.45218e-05 0.000115135 0.000109798 0.000179207 0.000106444
threshold=-0.044254999999999996 -0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 0.16540500000000002 -0.094339999999999993 -1.0000000180025095e-35 -0.099524999999999988 -0.064334999999999989 -0.074939999999999993 0.090665000000000009 0.63604500000000008 0.10959500000000001 -0.034054999999999995 -0.57146499999999989 -0.096724999999999992 0.087625000000000022 -0.062944999999999987 -0.097209999999999977 -0.088629999999999987 0.12411500000000002 -0.04831499999999999 0.15398500000000004 0.10455500000000001 0.085030000000000008 0.081640000000000018 0.087880000000000014 -0.0081349999999999981 0.11205000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 -3 -8 9 10 11 -9 13 15 -15 -10 17 18 -17 -18 -21 24 -23 -24 25 26 29 28 -27 -22
right_child=1 3 -4 -5 -6 -7 7 8 12 -11 -12 -13 -14 14 -16 16 19 -19 -20 20 21 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00011706557220763485 3.0858020549653141e-06 -0.00022194877316866516 0.00064196511853619343 -0.00044361126179865101 -0.00031694947861979019 0.00011294212227221578 -0.00014844487013760955 -0.00012754011809842529 0.00015903104873965884 -9.7041856124400141e-05 0.00042674393398160846 0.00020107023541640959 -0.00017026351270033047 8.9909576788407071e-05 -0.00029196804674068953 -0.00016836977750548006 -0.00015384353790784991 0.00026365496305515992 0.0001198004282358804 -0.00017515830156546806 -3.8808786828300677e-06 -0.00014878032387059649 0.00045762336759997362 6.5816497894678729e-06 -0.00016387481496517116 0.00033334648918147049 -0.00023616034467566005 -0.00016720634128432723 3.7279445577654695e-05 0.00016500652580266195
leaf_weight=22 178 23 21 20 20 25 20 28 24 39 23 20 20 22 23 24 33 23 38 22 2082 20 22 49 39 24 21 20 138 38
leaf_count=22 178 23 21 20 20 25 20 28 24 39 23 20 20 22 23 24 33 23 38 22 2082 20 22 49 39 24 21 20 138 38
internal_value=0 -8.31055e-07 3.51212e-05 -3.56493e-06 -2.9241e-05 -4.8768e-07 -1.48794e-06 3.15257e-07 1.38087e-06 5.8916e-05 0.000144583 9.38086e-06 -9.78881e-07 2.9298e-07 -0.000105272 2.1082e-06 6.55774e-07 7.73601e-05 8.25067e-06 -1.94385e-06 8.14755e-08 1.65313e-06 8.14792e-05 0.000146341 -1.4223e-06 1.30506e-06 -3.16166e-06 5.38503e-05 8.11412e-05 -8.53652e-07
internal_weight=0 3099 219 2880 198 2860 2835 2812 2792 110 71 48 2682 2662 45 2617 2593 85 62 2508 2475 2453 91 71 2362 2323 2141 182 162 2120
internal_count=3121 3099 219 2880 198 2860 2835 2812 2792 110 71 48 2682 2662 45 2617 2593 85 62 2508 2475 2453 91 71 2362 2323 2141 182 162 2120
is_linear=0
shrinkage=0.1


Tree=2808
num_leaves=31
num_cat=0
split_feature=393 132 403 393 1204 1203 11 12 15 471 475 475 2 1454 158 482 483 483 2 153 483 120 4 0 148 447 147 0 483 483
split_gain=2.8873e-05 0.000422023 0.00087721 4.76452e-05 4.59206e-05 7.18565e-05 3.06989e-05 9.58809e-05 7.99566e-05 5.0605e-05 3.70379e-05 4.00377e-05 6.91477e-05 4.73954e-05 3.17226e-05 4.11403e-05 3.76431e-05 0.000118337 9.19401e-05 6.66904e-05 3.92314e-05 8.84136e-05 9.61938e-05 0.000102485 6.00697e-05 0.00013695 7.50662e-05 7.01217e-05 5.58252e-05 6.52264e-05
threshold=0.10277000000000001 -0.083284999999999984 -0.078754999999999978 0.092175000000000021 0.058775000000000008 -1.0000000180025095e-35 0.094350000000000003 0.10149500000000002 -0.067579999999999987 -0.085064999999999988 -0.47599999999999992 -0.10664 0.08708500000000001 0.12106000000000001 -0.47382999999999992 0.11816500000000001 0.10761000000000003 0.10321500000000002 0.095195000000000016 0.084695000000000006 0.098395000000000024 1.0000000180025095e-35 0.62736500000000006 -0.11173999999999999 -0.10069499999999999 0.094580000000000011 0.092070000000000013 -0.24955499999999997 0.095250000000000015 0.092815000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 9 -8 -9 -7 -11 12 -12 14 -13 16 17 19 -18 20 21 22 24 -24 -16 26 27 -26 29 -29
right_child=1 2 -4 -5 -6 6 7 8 -10 10 11 13 -14 -15 15 -17 18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00017291617865945836 0.000295798428440974 0.00027471290251758712 -0.00064034836325845392 -0.00013905225647613408 -0.00015145324479817648 -0.00015717390169378459 0.00020547315918896669 0.0001054302139673382 -0.00014503969035873664 0.00012501697660216292 3.1638013058996183e-05 -0.00011900975162501234 -0.00022205133481789251 0.0001487416163962778 0.00013354126351714513 0.0001099049429423317 3.7920543561793038e-05 0.00022054402458403881 -0.00018969209451305297 -0.00018442942455294543 0.00011453781917225569 -0.00015184869321857174 -6.3479660457232971e-06 0.00031378555519040674 0.00017344534565133721 -0.00024723002406181366 0.0001373834177349253 -6.1082484276480139e-06 -0.00017227619580808097 0.00016688393251652916
leaf_weight=24 39 22 20 25 20 21 29 25 26 23 21 23 22 21 32 33 36 24 35 20 29 39 20 20 22 23 38 2347 20 22
leaf_count=24 39 22 20 25 20 21 29 25 26 23 21 23 22 21 32 33 36 24 35 20 29 39 20 20 22 23 38 2347 20 22
internal_value=0 5.89241e-05 -0.000161031 -1.57001e-06 -4.30022e-07 5.7848e-07 -8.13679e-07 6.02931e-05 -2.22603e-05 -2.50463e-06 -1.3729e-06 -2.39397e-06 -9.81565e-05 -9.25425e-07 -2.05478e-06 -1.08016e-06 -2.42321e-06 -5.02267e-07 -7.42829e-05 -2.51789e-06 -1.125e-06 -2.42357e-06 -1.32857e-07 0.000153719 -2.59055e-06 -4.35277e-06 -2.07177e-06 -4.26974e-06 -5.90629e-06 -4.50174e-06
internal_weight=0 81 42 3040 3015 2995 2971 80 51 2891 2870 2847 43 2804 2783 2760 2727 2656 71 2632 2612 2583 2544 40 2504 2472 2449 2411 2389 2369
internal_count=3121 81 42 3040 3015 2995 2971 80 51 2891 2870 2847 43 2804 2783 2760 2727 2656 71 2632 2612 2583 2544 40 2504 2472 2449 2411 2389 2369
is_linear=0
shrinkage=0.1


Tree=2809
num_leaves=31
num_cat=0
split_feature=132 1185 1203 402 133 402 402 403 128 124 1208 0 403 2 403 403 133 401 13 1 43 16 16 12 13 13 473 471 52 12
split_gain=3.53413e-05 0.000206377 0.000104191 2.84108e-05 7.05343e-05 0.000308449 8.77467e-05 6.69955e-05 3.18822e-05 6.87302e-05 3.03164e-05 0.000122686 7.65773e-05 0.000365137 0.000118721 3.52302e-05 6.99204e-05 4.55266e-05 3.88101e-05 9.31438e-05 0.000212622 6.41287e-05 6.40841e-05 8.47425e-05 5.38359e-05 6.8407e-05 7.98165e-05 0.000131548 5.7574e-05 0.000114364
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.46900499999999995 0.51114000000000004 -0.45015499999999992 -0.26616499999999993 -0.43370499999999995 0.11976500000000002 -0.19228999999999999 0.10383000000000002 -0.067094999999999988 -0.53960999999999981 0.083715000000000026 -0.52800499999999995 -0.41825499999999993 0.15630500000000003 0.13571500000000003 0.11217000000000001 0.13743000000000002 -0.027014999999999997 -0.10850999999999998 -0.054549999999999994 0.090345000000000023 0.10591500000000001 0.10002500000000002 -0.072684999999999986 -0.081099999999999992 -0.56022499999999986 0.086565000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 6 -6 -5 -3 9 -8 12 -12 13 -11 -14 -16 17 18 24 20 21 -20 -23 -24 25 26 -17 -28 29 -29
right_child=1 3 -4 4 5 -7 8 -9 -10 10 11 -13 14 -15 15 16 -18 -19 19 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-1.2962081671223411e-05 0.00031529496333123898 -4.8732609970362062e-05 -0.00022256269322598303 0.00020066625967791134 -0.00036712235457973574 9.0430642247905357e-05 -0.000185461768451205 0.00019831206945246263 0.00012595609172421976 0.0004283453026635636 -0.00020655714900082484 0.00010434735079549931 -0.00023156865420539613 -0.00012047826417579523 0.00012493114250189494 0.00019704864942468706 -0.00013776906841182307 0.00012938823439461494 -0.00010799195331076459 -0.00013580901783835425 0.0003513837255013641 0.0002228286707213556 -0.00012406726018525662 0.00011846376354536487 -0.00013084505067126884 0.00018389578224741853 -0.00024154006526299308 -1.1735355531397676e-05 -3.7207582268442724e-06 0.00028344959074664595
leaf_weight=195 21 21 27 22 26 34 20 23 20 22 30 22 22 27 23 20 36 28 28 23 24 20 25 34 32 20 23 35 2197 21
leaf_count=195 21 21 27 22 26 34 20 23 20 22 30 22 22 27 23 20 36 28 28 23 24 20 25 34 32 20 23 35 2197 21
internal_value=0 2.94474e-06 -3.8454e-05 6.65604e-07 -5.72401e-07 -0.000107842 1.74779e-06 8.04044e-05 1.57594e-07 -7.63332e-07 5.98751e-07 -7.50206e-05 2.07702e-06 0.000125932 -2.47338e-07 1.71831e-06 6.13911e-07 2.583e-06 1.16391e-06 4.97954e-05 8.23824e-05 2.20457e-05 6.81349e-05 1.56964e-05 -2.02571e-06 -2.45827e-07 -1.84985e-06 -3.59764e-06 -1.16858e-06 9.8959e-05
internal_weight=0 2899 222 2878 2834 60 2774 44 2752 2732 2712 52 2660 49 2611 2589 2566 2530 2502 154 131 107 79 59 2348 2316 2296 2276 2253 56
internal_count=3121 2899 222 2878 2834 60 2774 44 2752 2732 2712 52 2660 49 2611 2589 2566 2530 2502 154 131 107 79 59 2348 2316 2296 2276 2253 56
is_linear=0
shrinkage=0.1


Tree=2810
num_leaves=31
num_cat=0
split_feature=402 4 43 1210 1211 15 132 15 393 50 133 133 0 403 12 42 4 403 15 15 15 133 1456 133 16 42 0 13 13 12
split_gain=2.96428e-05 0.000117976 0.000120522 0.000114277 3.68261e-05 0.000169115 4.3599e-05 0.000210524 0.000126326 2.84818e-05 2.83418e-05 0.000105152 6.08831e-05 4.55066e-05 0.000229312 7.71537e-05 0.000281259 0.000110244 3.96676e-05 0.000155772 8.8202e-05 8.11227e-05 7.34129e-05 9.17701e-05 0.000105282 0.000173679 0.00015304 0.000280995 0.00016467 0.00013382
threshold=-0.45454999999999995 -0.074729999999999977 0.05259500000000001 0.26755500000000004 0.11048500000000001 0.090750000000000011 -0.083284999999999984 0.091475000000000015 0.12069000000000002 0.09227500000000001 0.41553500000000004 0.41068500000000002 -0.068944999999999992 -0.5425549999999999 0.09141500000000001 0.11551500000000002 -0.078629999999999992 -0.52800499999999995 0.091475000000000015 0.092400000000000024 0.090455000000000021 -0.50375999999999987 0.04871000000000001 -0.029034999999999995 -0.040964999999999994 0.089015000000000025 -0.082284999999999983 -0.079299999999999995 -0.07692499999999998 0.097145000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 9 10 -2 11 13 -12 14 -8 17 -17 -15 20 -20 21 -19 23 -21 25 29 -26 -28 -29 -25
right_child=3 -3 -4 -5 5 -7 8 -9 -10 -11 12 -13 -14 15 -16 16 -18 18 19 22 -22 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=0.00014072898655005984 8.5008180928073731e-06 0.00027000986272469164 -0.00015826636663405225 -0.0002339893764916009 -7.6349477967596624e-05 0.00027979175210930408 9.2184997184732422e-05 -0.00030048969342065643 0.00024631939782661258 -0.00010818143806924734 4.1360439605514768e-05 0.00021913004404103213 -0.00019668587810883764 -0.00023607744136825207 -0.00035456556099234149 0.00040313544132831422 3.3778687240597225e-06 0.00017995712260017173 0.00026207151375409152 -9.4026752505634069e-05 -0.00017275579476488695 -4.937291693850972e-06 -0.00014284819590102416 0.00017888769765314855 -0.0001638033589188126 0.00032646620620653267 0.00035812927153892817 -0.00024502506603312212 7.1644404288935426e-05 -0.00014290548577567582
leaf_weight=26 163 20 28 21 30 24 27 28 21 24 21 22 22 20 20 22 88 24 27 51 31 2108 28 28 40 32 25 24 52 24
leaf_count=26 163 20 28 21 30 24 27 28 21 24 21 22 22 20 20 22 88 24 27 51 31 2108 28 28 40 32 25 24 52 24
internal_value=0 6.25364e-05 -1.43056e-05 -1.51877e-06 9.45457e-08 8.19355e-05 -1.39247e-06 -4.47648e-05 1.98985e-06 -6.47444e-06 1.14511e-07 1.4006e-06 -8.04307e-05 -3.92751e-07 -9.79216e-05 1.35415e-06 8.33294e-05 -2.23268e-06 -3.5742e-07 3.18818e-05 -5.29092e-06 -2.85593e-06 1.14373e-05 2.70894e-05 5.45424e-05 0.000143167 1.74472e-06 6.73083e-05 -2.83565e-05 3.03678e-05
internal_weight=0 74 54 3047 3026 54 2972 215 2757 187 2736 2693 43 2671 47 2624 110 2514 2494 331 2163 2132 304 276 225 84 141 101 76 52
internal_count=3121 74 54 3047 3026 54 2972 215 2757 187 2736 2693 43 2671 47 2624 110 2514 2494 331 2163 2132 304 276 225 84 141 101 76 52
is_linear=0
shrinkage=0.1


Tree=2811
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 393 1176 401 401 2 1213 133 133 1208 1208 403 15 402 1210 42 52 1210 13 1212 16 1212 1212 1212 1212 403 403
split_gain=2.9899e-05 0.000799269 0.000431744 0.000154646 3.07474e-05 3.21053e-05 3.11789e-05 3.72768e-05 0.000296883 0.000288865 8.79232e-05 7.89524e-05 3.38174e-05 8.56654e-05 8.47071e-05 0.00026613 5.09081e-05 4.54114e-05 0.00025424 0.000350839 0.000142134 9.57979e-05 5.99962e-05 0.000122435 0.00010193 4.54824e-05 0.000126995 0.000170143 6.07005e-05 5.33869e-05
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.098330000000000015 0.086510000000000017 -0.47144999999999992 -1.0000000180025095e-35 0.097605000000000011 -0.0043299999999999996 0.50628500000000021 0.41553500000000004 0.11198500000000002 0.098655000000000007 -0.5335399999999999 0.087575000000000014 0.30962000000000006 -0.065674999999999983 0.087075000000000014 0.086040000000000019 -0.051429999999999997 -0.013634999999999998 0.10167000000000001 -0.087989999999999985 0.09352000000000002 0.089125000000000024 0.087615000000000012 0.086680000000000021 -0.037174999999999993 -0.084339999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 -4 8 9 -8 11 12 13 14 15 -9 17 18 19 21 -19 -16 24 -24 25 26 27 28 29 -22
right_child=2 -3 4 -5 -6 -7 7 10 -10 -11 -12 -13 -14 -15 16 -17 -18 20 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.0373649239530944e-06 -0.00044400444338944827 0.00062223673670641372 0.00010767943816832626 -0.00029023937440797454 9.6654389294185836e-05 0.00012582319468492642 1.5258236817317084e-05 -0.00016042965995438863 0.00023991702095372603 -0.00050438226628102712 0.00014848962274323314 -0.00020068791407538815 0.00011450008652172982 -0.00019042404219362654 0.00027221969910897316 0.00030457630291493845 -0.00015824729731927318 -0.00025771711344449699 0.00030867003641712174 -0.00038284256511685402 -4.3206043211526621e-05 -2.1337210117573187e-06 -5.821043197774207e-05 0.00026148779154755176 -0.00020966534129911453 0.00010598346670552642 -0.0002434303880198224 0.00027473924022739416 -1.1961266814852999e-06 -0.0002225943858363843
leaf_weight=178 22 21 26 20 33 20 23 20 20 20 39 20 25 24 20 32 21 22 30 21 79 35 23 25 24 38 22 22 2175 21
leaf_count=178 22 21 26 20 33 20 23 20 20 20 39 20 25 24 20 32 21 22 30 21 79 35 23 25 24 38 22 22 2175 21
internal_value=0 3.56294e-05 -2.68879e-06 -2.65865e-05 6.82375e-07 -4.30051e-07 -1.32325e-06 -2.33505e-06 -7.83868e-05 -0.000226435 -5.85142e-07 -2.73924e-06 -1.26146e-06 -2.35191e-06 -6.35659e-07 0.000125728 -3.1845e-06 -1.911e-06 6.2171e-05 -3.51313e-05 -4.6824e-06 9.76312e-05 -2.39061e-06 0.000108299 -4.62206e-06 -2.53423e-06 -4.31244e-06 -2.02223e-06 -4.69861e-06 -8.08776e-05
internal_weight=0 219 2902 198 2880 2847 2827 2801 63 43 2738 2699 2679 2654 2630 52 2578 2557 106 76 2451 55 2429 48 2381 2357 2319 2297 2275 100
internal_count=3121 219 2902 198 2880 2847 2827 2801 63 43 2738 2699 2679 2654 2630 52 2578 2557 106 76 2451 55 2429 48 2381 2357 2319 2297 2275 100
is_linear=0
shrinkage=0.1


Tree=2812
num_leaves=31
num_cat=0
split_feature=132 1185 1203 48 131 400 16 1 40 159 159 484 484 1455 160 15 43 159 159 403 133 1210 403 483 1455 12 12 484 1454 159
split_gain=2.74447e-05 0.000209357 6.32595e-05 2.76107e-05 5.96221e-05 5.30706e-05 4.08654e-05 2.74525e-05 6.65243e-05 2.79353e-05 0.000116009 8.08488e-05 0.000149759 9.83527e-05 0.000208623 8.43464e-05 5.50939e-05 5.14197e-05 7.66472e-05 5.80036e-05 0.000188058 0.000111154 6.23201e-05 4.7128e-05 6.81055e-05 0.00016077 0.000313614 0.000131225 6.92891e-05 7.13321e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.086125000000000021 -0.076979999999999979 0.10931000000000002 -0.090764999999999985 0.16540500000000002 -0.24452499999999996 -0.10909999999999999 -0.094234999999999985 -0.096419999999999992 -0.063394999999999993 -0.08045999999999999 -0.10151499999999998 1.0000000180025095e-35 -0.072534999999999988 -0.088129999999999986 -0.085179999999999992 -0.54856499999999986 0.40431 -0.41266499999999995 -0.53762499999999991 -0.47356499999999996 -0.041319999999999989 0.089885000000000007 0.086420000000000011 0.065750000000000017 0.10642000000000001 -0.073364999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 8 -3 11 -11 -10 -13 -14 15 -15 -17 -12 -19 20 -20 -21 -23 -24 25 26 27 -25 29 -26
right_child=1 7 -4 -5 5 -7 -8 -9 9 10 17 12 13 14 -16 16 -18 18 19 21 -22 22 23 24 28 -27 -28 -29 -30 -31
leaf_value=0.00014673106188638487 0.00031719263289622696 -0.00017794233712525707 -0.00017734375864232859 -0.00010995879330529044 0.00010578380196723933 -0.00015285739357820535 -2.917326615470608e-05 0.00010463354142848402 0.00012828155261188469 0.00022241397021692443 -0.00011884571420003861 -0.00026171956657587242 -0.00022017142258673198 2.1352563453547192e-05 0.00031092068275029305 -0.0002738558754856513 -3.9134987309807913e-05 0.00015947427497350523 -0.0003288988389873079 0.00023237941315441973 8.5004094675557854e-05 -0.00017019801861828282 -0.00013662917408510111 0.0001678588155191392 0.00017066755262203515 -0.000148091583733648 0.00045540716288693757 -0.00016701032542517749 -0.00016149589271383146 8.2324697764246524e-07
leaf_weight=24 21 21 27 26 30 26 89 25 27 24 35 30 21 80 20 20 20 31 21 21 23 21 24 25 25 22 24 22 26 2270
leaf_count=24 21 21 27 26 30 26 89 25 27 24 35 30 21 80 20 20 20 31 21 21 23 21 24 25 25 22 24 22 26 2270
internal_value=0 2.59498e-06 -3.38868e-05 -1.40235e-05 7.35779e-07 -2.3429e-05 4.84952e-06 2.99443e-07 -6.14806e-07 7.00123e-07 3.5683e-06 -3.36917e-05 -5.65884e-05 -1.83652e-05 1.19057e-05 -3.79301e-05 -0.000156495 1.54038e-06 3.18951e-06 1.27001e-06 -0.00011254 3.28922e-06 1.33278e-06 2.81028e-06 4.19659e-06 8.81075e-05 0.000161296 1.11116e-05 8.34367e-07 2.6734e-06
internal_weight=0 2899 222 195 169 145 119 2878 2853 2832 2614 218 191 161 140 120 40 2590 2555 2524 44 2480 2459 2438 2414 93 71 47 2321 2295
internal_count=3121 2899 222 195 169 145 119 2878 2853 2832 2614 218 191 161 140 120 40 2590 2555 2524 44 2480 2459 2438 2414 93 71 47 2321 2295
is_linear=0
shrinkage=0.1


Tree=2813
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 132 399 42 52 1452 1452 1455 42 43 1455 158 158 158 43 0 1 120 4 40 158 4 475 157 1375 3
split_gain=2.95052e-05 0.000870552 0.000403061 0.000205882 2.91732e-05 3.34746e-05 3.06904e-05 2.9551e-05 4.28785e-05 2.79173e-05 4.82646e-05 3.64352e-05 0.000109496 0.000105599 8.45817e-05 8.33758e-05 4.01534e-05 9.30449e-05 0.000157749 7.73048e-05 6.936e-05 6.43406e-05 0.000212306 0.00011925 5.81208e-05 4.91638e-05 4.32917e-05 0.000238577 0.000160479 0.000311444
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.110195 -0.40070499999999992 0.086815000000000017 -0.046564999999999995 0.086450000000000013 0.11769000000000002 0.10669000000000002 -0.092919999999999989 0.08623500000000002 -0.070064999999999975 -0.088559999999999986 -0.4686749999999999 0.11186000000000001 0.11817500000000002 -0.011694999999999999 -0.072269999999999987 0.16540500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.24134999999999998 0.107145 0.62931500000000018 -0.085774999999999976 -0.086244999999999988 -0.15308499999999997 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -7 -8 -9 10 11 12 -4 -14 -13 -16 20 -18 19 -19 21 23 -23 -17 25 26 27 -25 29 -28
right_child=2 -3 9 -5 -6 6 7 8 -10 -11 -12 14 13 -15 15 16 17 18 -20 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00013622379163280129 -0.00042907537949345582 0.00064760074934123882 -0.00011044424946620975 -0.00033374567970895441 8.2349587587247556e-05 0.00010209767651394942 -0.00010068454529346128 -5.1835907199986378e-05 0.00011573657443127909 9.9951964927770735e-05 -0.00015143197795710185 -0.00020097577979045342 0.00032611704369801809 2.1937401965260505e-05 0.00018605152577038099 0.00024481612941599449 -0.00025114136820082511 0.00025702099010231904 -0.00018832042698140242 -2.1016335213062122e-05 0.00017790767147248104 0.00010849469486856833 -0.00034675333334321511 -0.00034916254259334658 0.00012765063619424058 -0.0001476412971817848 0.00040822876458319283 3.7937081829495448e-08 -1.1744055111166169e-06 -0.00010524584351861407
leaf_weight=20 22 21 22 20 38 25 32 37 26 28 21 21 21 25 24 20 21 20 29 20 22 20 21 23 35 23 27 131 2285 21
leaf_count=20 22 21 22 20 38 25 32 37 26 28 21 21 21 25 24 20 21 20 29 20 22 20 21 23 35 23 27 131 2285 21
internal_value=0 3.53939e-05 -2.67101e-06 -2.95371e-05 4.64364e-06 -1.6448e-05 3.51466e-06 -2.24282e-05 1.7321e-05 5.86249e-07 -3.89291e-07 7.31124e-07 7.30459e-05 0.000160802 -1.04861e-06 4.82562e-07 -1.15602e-06 -6.68352e-05 -1.0742e-05 0.000118002 1.09327e-06 -3.99406e-07 -0.000124681 1.58716e-06 -3.24263e-07 -2.10877e-06 -7.62876e-07 -5.21154e-05 2.62687e-06 0.000183584
internal_weight=0 219 2902 198 178 140 120 95 63 2880 2852 2831 68 46 2763 2742 2718 90 69 40 2628 2606 41 2565 2545 2510 2487 154 2333 48
internal_count=3121 219 2902 198 178 140 120 95 63 2880 2852 2831 68 46 2763 2742 2718 90 69 40 2628 2606 41 2565 2545 2510 2487 154 2333 48
is_linear=0
shrinkage=0.1


Tree=2814
num_leaves=31
num_cat=0
split_feature=367 39 132 1186 394 16 16 3 130 12 4 393 129 1212 133 403 1212 15 1185 403 42 403 403 1213 1185 394 1209 42 1209 1210
split_gain=2.78487e-05 5.54356e-05 4.37767e-05 0.000759139 0.000349351 8.7334e-05 0.000179704 0.000105122 8.38814e-05 8.45903e-05 3.23674e-05 2.96421e-05 3.11409e-05 3.09633e-05 7.60013e-05 0.000171467 0.00013016 0.000148378 4.81347e-05 3.67309e-05 0.000168599 8.25264e-05 8.45524e-05 0.000134083 4.1364e-05 4.69997e-05 4.12917e-05 0.000127668 7.10416e-05 4.89742e-05
threshold=-0.0098099999999999975 -0.020804999999999994 -0.083284999999999984 0.0044650000000000011 0.11233000000000001 -0.046599999999999996 -0.073404999999999984 -0.069009999999999974 0.096505000000000021 0.090165000000000009 -0.086254999999999984 0.098330000000000015 -0.082959999999999992 0.10167000000000001 -0.040449999999999993 0.022375000000000003 0.13631000000000001 0.090615000000000015 0.090595000000000009 -0.5492149999999999 0.091205000000000008 -0.5425549999999999 -0.5335399999999999 0.26538000000000006 0.086265000000000022 -0.089794999999999986 -0.084519999999999984 0.087405000000000024 -0.051604999999999991 -0.00092999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 11 6 8 -7 9 10 -3 12 -4 18 15 -15 17 -16 19 20 -14 -21 -23 24 25 -24 27 -27 -28 -30
right_child=1 2 4 -5 -6 7 -8 -9 -10 -11 -12 -13 13 14 16 -17 -18 -19 -20 21 -22 22 23 -25 -26 26 28 -29 29 -31
leaf_value=8.6240684440535675e-05 -0.00013630763151013526 -0.00010008577373810112 0.00011244066063227366 0.00061481964283822369 -0.00039992254215493714 -3.2415056133080118e-05 -0.00032798970579668617 0.00026590073885883963 0.00014064488844139436 -0.00022320987868031648 4.4191769181149239e-05 9.5818573095129983e-05 -0.00012680988068495936 0.0003681995711485797 -6.1814722438970369e-05 -3.6365789657627998e-05 -0.00019421570923441325 0.00026496785612835084 -0.00014523993211999672 -0.00020686425297753884 0.00026631740450587434 0.0002018682035850361 -0.00011711416486327329 -0.00025618730467699821 0.00013104082647022669 -6.9295498076826331e-05 -0.00017877684263310032 0.00025360158178955317 7.0599122711959605e-05 -5.0089850161607089e-06
leaf_weight=37 30 23 24 21 22 27 21 21 28 23 48 32 20 20 33 22 26 24 24 20 24 20 36 21 23 25 23 24 89 2290
leaf_count=37 30 23 24 21 22 27 21 21 28 23 48 32 20 20 33 22 26 24 24 20 24 20 36 21 23 25 23 24 89 2290
internal_value=0 -1.03467e-06 2.94145e-07 4.41302e-05 -2.97582e-06 -1.86158e-05 -5.77925e-05 9.80981e-05 -1.12831e-05 -5.65382e-05 -2.54603e-06 1.20927e-07 -9.77468e-07 -1.96229e-06 4.66694e-05 0.000156284 -8.79838e-06 7.57779e-05 -4.2658e-06 -2.97196e-06 8.76232e-05 -4.5224e-06 -2.93603e-06 -4.5544e-06 -2.4491e-06 -3.68363e-06 -2.01757e-06 8.88582e-05 -3.87141e-06 -2.18043e-06
internal_weight=0 3084 3054 212 2842 191 143 48 122 94 71 2820 2788 2764 125 42 83 57 2639 2615 44 2571 2551 2531 2510 2487 2451 49 2402 2379
internal_count=3121 3084 3054 212 2842 191 143 48 122 94 71 2820 2788 2764 125 42 83 57 2639 2615 44 2571 2551 2531 2510 2487 2451 49 2402 2379
is_linear=0
shrinkage=0.1


Tree=2815
num_leaves=31
num_cat=0
split_feature=132 1185 1203 39 1429 156 474 1429 130 402 42 130 130 16 12 16 3 483 13 483 1453 484 1453 1453 42 481 1453 12 12 3
split_gain=3.31045e-05 0.000238893 9.71658e-05 2.72325e-05 2.70725e-05 6.30748e-05 7.46737e-05 4.11554e-05 3.89265e-05 4.24258e-05 3.80033e-05 0.000117172 8.41169e-05 0.000189247 0.000107584 0.000123985 9.10222e-05 7.65116e-05 6.98363e-05 4.8331e-05 0.000176434 0.000111194 5.73753e-05 0.000108962 9.57667e-05 9.0535e-05 6.83987e-05 6.24689e-05 0.000269681 0.000163363
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.083889999999999978 0.12521000000000002 0.3248100000000001 0.11787500000000002 0.11023000000000001 0.11819 0.31278000000000006 -0.095859999999999987 -0.0092949999999999994 0.088310000000000013 -0.083134999999999987 0.092755000000000018 -0.0013749999999999997 -0.095524999999999985 -0.47356499999999996 0.0076650000000000008 -0.095689999999999983 1.0000000180025095e-35 -0.096419999999999992 -0.076539999999999983 -0.081719999999999973 0.084755000000000011 -0.081539999999999987 -0.048199999999999993 0.094580000000000011 0.094070000000000015 -0.047929999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 8 9 10 11 -5 13 -13 18 -16 -15 -12 -14 20 21 -19 23 24 -21 -26 -24 28 -28 -29
right_child=1 3 -4 4 -6 -7 -8 -9 -10 -11 17 12 14 16 15 -17 -18 19 -20 22 -22 -23 26 -25 25 -27 27 29 -30 -31
leaf_value=-1.2599668554965041e-05 0.00033890728151337023 0.00011668044229736554 -0.00021501065094290192 -0.00014906702480012819 0.00011552166601177307 -0.00017389839437479776 0.0001879207971103911 -0.00011785245476251779 -0.00010643335160292576 0.00014634254970587792 -0.00019332681431911798 0.00035429861613270726 -0.00024045259564272351 0.00015632238697863238 -5.6553275048610805e-05 0.00028707623444331279 -8.060214017713143e-05 6.1410635614513669e-05 9.2548870876877742e-06 0.00016704849901543641 -7.8827966913545076e-05 0.00038720126482076015 0.0001667129648315798 -0.00026023640835774129 4.5156238151581164e-05 -0.0002521305513801053 -2.2556729390363476e-09 -1.9842722984996199e-05 0.00028028192264693125 -0.00025740548095904336
leaf_weight=195 21 20 27 28 20 21 21 30 34 20 21 28 21 34 21 21 31 22 24 20 39 20 24 25 21 20 1789 437 35 31
leaf_count=195 21 20 27 28 20 21 21 30 34 20 21 28 21 34 21 21 31 22 24 20 39 20 24 25 21 20 1789 437 35 31
internal_value=0 2.85002e-06 -3.72172e-05 3.97904e-07 -4.15829e-07 -1.23287e-06 5.43106e-08 -1.3567e-06 -9.31924e-08 1.23022e-06 1.60071e-07 4.12326e-05 7.08347e-05 0.000136953 1.56264e-07 0.000115261 4.33276e-05 -3.2517e-06 -0.000107275 -1.64414e-06 7.43305e-05 0.000216549 -4.20615e-06 -8.44101e-05 -1.23502e-05 -9.98617e-05 -1.22793e-06 -2.98648e-06 5.376e-06 -3.55787e-05
internal_weight=0 2899 222 2878 2858 2838 2817 2796 2766 2732 2712 208 180 93 87 42 65 2504 45 2483 81 42 2402 86 61 41 2316 2292 1824 468
internal_count=3121 2899 222 2878 2858 2838 2817 2796 2766 2732 2712 208 180 93 87 42 65 2504 45 2483 81 42 2402 86 61 41 2316 2292 1824 468
is_linear=0
shrinkage=0.1


Tree=2816
num_leaves=31
num_cat=0
split_feature=1452 1452 474 2 472 1455 1446 1456 1456 160 1456 13 481 42 15 1456 1446 1447 160 43 4 16 43 1429 12 3 472 157 51 157
split_gain=2.69316e-05 3.90888e-05 3.67559e-05 9.48996e-05 9.8429e-05 7.40159e-05 6.59948e-05 7.30716e-05 6.39478e-05 8.26391e-05 6.16717e-05 0.000395229 7.31513e-05 0.000457536 0.000158841 0.000152999 7.42767e-05 9.13459e-05 0.000124423 0.000134501 6.28833e-05 0.000215411 0.000270456 6.4157e-05 0.000202673 0.00022268 6.07927e-05 7.79222e-05 0.000390542 0.000171345
threshold=0.11769000000000002 0.10669000000000002 0.10716000000000002 0.11067500000000001 -0.058439999999999992 -0.24112999999999998 0.11655500000000001 0.11510000000000002 0.092265000000000014 -0.081639999999999976 0.086175000000000015 -0.085744999999999988 -0.086354999999999987 0.089905000000000013 -0.008624999999999999 0.085185000000000011 -1.0000000180025095e-35 -0.086304999999999979 -0.52641999999999989 -0.079329999999999984 -0.50940999999999981 0.27252000000000004 -0.085594999999999991 -1.0000000180025095e-35 0.092465000000000006 -0.082154999999999992 -0.084114999999999981 -0.087424999999999989 -0.085534999999999986 -0.086394999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 7 8 10 -10 12 -12 13 14 -7 16 -14 -18 19 -19 21 22 -20 24 25 -22 -25 28 -28 -29
right_child=-2 -3 3 -5 -6 6 -8 -9 9 -11 11 -13 15 -15 -16 -17 17 18 20 -21 23 -23 -24 26 -26 -27 27 29 -30 -31
leaf_value=0.0001581176989081238 9.7632665762960511e-05 -0.00013370424256374297 -0.00033037984716429493 5.1439043414171069e-05 -2.3859090089734477e-05 -9.8472770020764858e-05 -0.00013625103790608202 0.00016265443714148984 2.4995349275951206e-05 -0.00021858348103705796 -0.00016550446959846688 0.0003441962092665563 0.00015479524966306805 -0.00046898506786775492 0.00024832068156683819 0.00027851282703068137 -0.00017740319581834824 -3.0728878151752393e-05 3.3355762466921341e-05 0.00029716867196337513 0.00044944381304296921 0.00015712986509738998 -0.00046300903556149701 0.00017093955364543944 -9.6012416701668358e-05 4.5619744095246361e-05 -0.00048238748713629325 0.00025945119868265465 3.6224007529216458e-05 -3.7685105682507609e-06
leaf_weight=30 28 22 20 36 22 28 35 28 26 30 29 32 31 23 25 20 29 22 21 29 22 22 23 20 39 36 20 25 53 2295
leaf_count=30 28 22 20 36 22 28 35 28 26 30 29 32 31 23 25 20 29 22 21 29 22 22 23 20 39 36 20 25 53 2295
internal_value=0 -8.83842e-07 6.76553e-08 -6.77012e-05 -0.000169821 1.83377e-06 2.51411e-07 1.8831e-06 3.30825e-07 -0.000105493 2.41456e-06 0.000101879 2.34412e-07 -9.65247e-05 6.5109e-05 2.95096e-06 8.99884e-07 -8.96334e-07 1.05216e-06 0.000155723 -2.01003e-06 -9.83618e-05 -0.000226108 5.23527e-07 8.02638e-05 0.000198794 -2.68195e-06 -4.13303e-06 -0.000105861 -9.32091e-07
internal_weight=0 3093 3071 78 42 2993 2963 2928 2900 56 2844 61 2783 76 53 2707 2687 2656 2627 51 2576 66 44 2510 97 58 2413 2393 73 2320
internal_count=3121 3093 3071 78 42 2993 2963 2928 2900 56 2844 61 2783 76 53 2707 2687 2656 2627 51 2576 66 44 2510 97 58 2413 2393 73 2320
is_linear=0
shrinkage=0.1


Tree=2817
num_leaves=31
num_cat=0
split_feature=480 481 403 1447 0 1453 1455 483 1453 16 482 1455 1 1456 158 1452 1456 15 1456 482 1 2 482 483 482 1456 1456 154 1428 0
split_gain=2.77063e-05 4.45215e-05 0.000134845 0.000125215 5.32089e-05 3.08348e-05 4.37518e-05 6.23272e-05 3.88278e-05 9.35141e-05 3.32038e-05 4.68089e-05 0.000241188 7.38537e-05 5.90191e-05 7.10284e-05 0.000118505 5.5918e-05 4.66062e-05 4.5602e-05 0.000208715 0.000130866 0.000117961 0.000250795 0.000119316 4.83997e-05 5.29195e-05 4.24572e-05 5.54412e-05 5.75516e-05
threshold=-0.095389999999999989 -0.087424999999999989 -0.56738999999999995 -0.085324999999999984 -0.084044999999999995 -0.087504999999999986 -0.24112999999999998 -0.47356499999999996 -0.079499999999999987 -0.029084999999999996 0.11789500000000001 -0.041319999999999989 0.085345000000000018 0.12676500000000004 -0.47144999999999992 0.082765000000000019 -0.06457499999999998 -0.067579999999999987 0.10795500000000001 0.098465000000000011 0.16540500000000002 0.089525000000000007 0.089605000000000018 0.087775000000000006 0.086210000000000023 0.092265000000000014 0.088020000000000001 0.085530000000000009 -0.020064999999999996 0.12411500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -4 -7 -8 9 -9 11 12 17 14 -13 18 -17 -10 19 20 22 -21 24 -24 25 26 27 28 -16 -30
right_child=1 2 5 4 -6 6 7 8 10 -11 -12 13 -14 -15 15 16 -18 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00010485109244473279 -0.00029109184273693248 0.000253659827060238 -0.0001070111547084741 8.9478523272367561e-05 -9.4347397998717503e-05 0.00011663658970064717 -0.00016861318574890242 -5.3423693905296246e-05 -0.0001759417911498098 0.00024500724137483521 -0.00011818780876637902 0.00015891305589795358 0.0003364858734130394 -0.00018455670016754251 -0.00012591646332617124 -0.0003067873867985327 3.3335373570610371e-05 5.2191632461141458e-05 0.00014178181274632074 8.0576289037708206e-05 0.00028803391195833685 -0.00027286034032427282 3.3303194269988567e-05 -0.00040817098243595948 0.00022269607831428099 -0.00014573072846320905 0.00013670298899991654 0.00014356092935486231 -4.0007509792632342e-06 7.5812466757076646e-05
leaf_weight=25 20 21 27 31 32 32 22 21 21 21 24 23 24 22 36 20 21 22 23 20 25 22 31 22 24 23 28 20 2324 94
leaf_count=25 20 21 27 31 32 32 22 21 21 21 24 23 24 22 36 20 21 22 23 20 25 22 31 22 24 23 28 20 2324 94
internal_value=0 -8.46669e-07 1.14365e-06 -7.30978e-05 -3.89337e-06 -6.28685e-07 3.40059e-07 -9.28774e-07 3.38507e-07 9.57918e-05 -1.05886e-06 -7.07741e-08 8.25239e-05 -2.0628e-06 -6.06025e-07 -1.94848e-06 -0.000132578 -5.92224e-05 4.10477e-08 -1.1804e-06 4.72372e-07 -0.000104557 -2.29052e-06 -0.00014995 7.79692e-07 -1.32961e-06 -2.18377e-09 -1.54937e-06 -2.73202e-06 -8.98004e-07
internal_weight=0 3096 3013 83 63 2992 2965 2933 2911 42 2869 2845 67 2778 2756 2733 41 43 2692 2669 2627 42 2602 53 2549 2525 2502 2474 2454 2418
internal_count=3121 3096 3013 83 63 2992 2965 2933 2911 42 2869 2845 67 2778 2756 2733 41 43 2692 2669 2627 42 2602 53 2549 2525 2502 2474 2454 2418
is_linear=0
shrinkage=0.1


Tree=2818
num_leaves=31
num_cat=0
split_feature=1452 158 474 474 150 49 2 49 1429 157 482 483 16 482 4 456 0 160 474 43 156 151 33 12 47 9 12 2 1447 399
split_gain=2.65263e-05 3.79835e-05 3.10472e-05 0.000137358 0.000135727 0.000204963 0.000288093 0.00021482 0.000123617 0.000108986 6.15705e-05 0.000224933 0.000198887 8.9892e-05 6.42445e-05 5.79576e-05 6.2416e-05 0.000107157 5.93458e-05 7.75178e-05 5.06641e-05 4.66629e-05 4.64799e-05 4.15256e-05 5.11393e-05 4.4877e-05 9.53102e-05 4.5973e-05 0.000163518 0.000147565
threshold=0.11769000000000002 -0.47382999999999992 0.083875000000000019 0.081755000000000008 0.10874500000000002 0.08610000000000001 0.087625000000000022 0.0043850000000000009 -0.047929999999999993 -0.06482499999999998 0.090355000000000005 0.10143000000000001 0.052820000000000013 0.087870000000000018 0.62931500000000018 0.089235000000000023 -0.090644999999999989 -0.087874999999999995 0.087035000000000015 -0.084004999999999982 0.094150000000000011 -0.024429999999999997 -0.044254999999999996 -0.12529499999999996 0.085270000000000026 0.088235000000000022 0.098330000000000015 0.087955000000000019 0.0071200000000000005 0.091580000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 7 -7 8 -4 -8 13 -12 -13 14 22 16 21 -18 -19 -20 -21 -10 -3 24 -24 27 -27 29 -29 -25
right_child=-2 2 4 -5 -6 6 9 -9 15 -11 11 12 -14 -15 -16 -17 17 18 19 20 -22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=-0.00012890752714947272 9.6895295064314277e-05 0.00015370986831840129 -0.00024800934995503418 0.00022412405310855583 -0.00020614912196163603 0.00046232596578192901 0.0001333141720117835 -0.00035670637846037397 3.2291315888176632e-05 -0.00014690721499905721 0.00028967766841312618 -0.00020608133918064979 0.00018706063221378085 -0.00021246803895337508 -0.0001660197630332297 -0.00014156156207900496 0.00025715891031061552 0.0001488422632414418 -0.00016050488276440385 -6.7726385837886484e-05 0.00011866317546394256 -0.00016812753249094106 0.00015738921117897716 9.2412832943440992e-06 -3.897122470507817e-05 -0.00026220856339932653 3.6278230112182666e-05 -1.6990363400788321e-05 0.00026435347695258403 0.00023401381064710829
leaf_weight=23 28 20 22 28 38 20 35 21 21 23 33 31 22 20 23 25 22 26 28 25 35 26 36 1106 21 20 23 1269 21 30
leaf_count=23 28 20 22 28 38 20 35 21 21 23 33 31 22 20 23 25 22 26 28 25 35 26 36 1106 21 20 23 1269 21 30
internal_value=0 -8.7716e-07 8.20247e-08 3.78757e-06 -2.72098e-05 -6.542e-06 0.000135047 -5.05417e-05 -2.25875e-05 2.21919e-05 1.48124e-06 8.4723e-05 -4.28903e-05 -1.28383e-06 3.60262e-07 1.25516e-06 2.07656e-05 5.50979e-05 1.61036e-05 -2.31146e-05 4.10009e-05 -7.85787e-05 1.8633e-06 6.61033e-07 8.50459e-05 -1.2871e-06 -0.000102553 5.07801e-07 -1.24103e-05 1.51772e-05
internal_weight=0 3093 3070 2703 367 329 78 251 230 58 2675 86 53 2589 2569 208 183 136 114 88 60 47 2546 2526 57 2469 43 2426 1290 1136
internal_count=3121 3093 3070 2703 367 329 78 251 230 58 2675 86 53 2589 2569 208 183 136 114 88 60 47 2546 2526 57 2469 43 2426 1290 1136
is_linear=0
shrinkage=0.1


Tree=2819
num_leaves=31
num_cat=0
split_feature=132 394 1203 401 1211 133 401 1213 1210 132 1186 391 12 1208 1210 403 4 130 130 15 1213 1213 1455 2 2 160 2 3 4 52
split_gain=2.88591e-05 0.000194128 8.19007e-05 2.7017e-05 2.99333e-05 0.000126243 7.65149e-05 0.000242799 7.82491e-05 3.63664e-05 3.47756e-05 4.62086e-05 3.31858e-05 3.19069e-05 0.000146175 8.20861e-05 0.000168549 3.58827e-05 8.56246e-05 3.3797e-05 9.4175e-05 0.000120074 0.000100742 0.000147 0.00023322 0.000242146 0.00019529 0.000182374 0.000247582 0.000188597
threshold=-0.083174999999999985 0.11233000000000001 0.089005000000000015 -0.47144999999999992 0.11671000000000002 -0.029034999999999995 -0.06959499999999999 -0.059794999999999994 0.26755500000000004 -0.014954999999999998 -0.089559999999999987 -0.086514999999999981 0.089410000000000003 0.10233500000000001 -0.00092999999999999995 -0.5341999999999999 -0.081374999999999989 -0.22562499999999999 -0.095314999999999983 0.09116500000000001 -0.082994999999999985 -0.24064499999999997 -0.065979999999999983 0.093320000000000014 0.091545000000000015 -0.53908999999999996 0.09580000000000001 -0.068334999999999993 -0.068329999999999988 0.016565000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 6 -6 7 -5 9 12 -11 -12 -8 15 -15 16 -13 -17 -19 -20 21 -21 -22 24 25 -24 -25 28 29 -27
right_child=1 -3 -4 4 5 -7 8 -9 -10 10 11 13 -14 14 -16 17 -18 18 19 20 22 -23 23 26 -26 27 -28 -29 -30 -31
leaf_value=-1.2147786795909409e-05 0.00010197985779646284 0.00031313558299189025 -0.00019798001671410427 -8.273129406006775e-05 8.9924274652730682e-05 -0.00024514553950412036 -2.1382713550172578e-06 0.00038903743057744578 -0.00019828890950520872 -0.00011868369788862765 0.00014093876215274972 1.7013145877760559e-05 0.00016626238031312824 0.00027838324684125842 -0.00010394569690106437 -0.00012730907990110362 -0.00033821453153822488 0.0001973794406115882 -5.5083821066017303e-06 3.1721346559883707e-06 -0.00016932028771281759 0.0003299519493752583 -0.00028445395830203776 -0.00031713899503381035 0.0003586012027140155 0.00019824614915301531 4.5868587923385867e-06 -0.00012653676557030331 0.00043917746303729174 -0.0001733911768083503
leaf_weight=195 26 20 27 24 22 23 22 20 20 25 23 34 25 20 20 22 22 22 2150 23 29 22 20 23 27 36 105 28 24 22
leaf_count=195 26 20 27 24 22 23 22 20 20 25 23 34 25 20 20 22 22 22 2150 23 29 22 20 23 27 36 105 28 24 22
internal_value=0 2.66102e-06 -3.4749e-05 5.04196e-07 -4.20574e-07 -8.13336e-05 8.7611e-07 0.000131709 -1.20661e-06 2.29846e-07 -1.28989e-06 -1.91515e-07 8.74365e-05 -1.41688e-06 8.72188e-05 -2.7758e-06 -0.000122541 -1.48765e-07 9.5654e-07 -7.65782e-07 2.7637e-05 0.000162931 8.24769e-06 2.6316e-05 9.11633e-05 3.56185e-05 -5.32233e-05 9.38135e-05 0.000169055 5.72803e-05
internal_weight=0 2899 222 2879 2853 45 2808 44 2764 2744 2697 2672 47 2649 40 2609 56 2553 2531 2509 359 45 314 285 157 130 128 110 82 58
internal_count=3121 2899 222 2879 2853 45 2808 44 2764 2744 2697 2672 47 2649 40 2609 56 2553 2531 2509 359 45 314 285 157 130 128 110 82 58
is_linear=0
shrinkage=0.1


Tree=2820
num_leaves=31
num_cat=0
split_feature=130 40 120 33 9 2 15 132 15 1185 1186 16 160 51 402 160 151 43 13 43 13 52 124 148 13 16 13 14 49 129
split_gain=2.82681e-05 5.30372e-05 5.91481e-05 3.18855e-05 3.31618e-05 0.000100052 3.28634e-05 3.31173e-05 0.00081597 0.000381256 0.000173969 2.87838e-05 0.00015549 0.000173728 8.99265e-05 8.67581e-05 7.75657e-05 7.19894e-05 9.74739e-05 8.7785e-05 0.000127005 0.0001336 0.000200219 0.000116033 6.62688e-05 0.000113403 8.87742e-05 8.0782e-05 6.50478e-05 5.95544e-05
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.009184999999999997 0.088235000000000022 -0.15339499999999998 0.23208000000000004 -0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.0044650000000000011 -0.18708499999999997 0.10493500000000001 0.035765000000000012 0.089220000000000008 0.090980000000000019 -0.091299999999999978 -0.11278499999999998 0.061215000000000012 0.093175000000000022 -0.085584999999999981 0.25317500000000004 -0.080874999999999989 -0.063899999999999985 -0.096404999999999991 -0.11676499999999999 -0.093839999999999993 -0.073114999999999986 -0.0087049999999999992 -0.082959999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 8 10 -9 -5 12 13 14 15 16 -11 -18 19 20 21 22 -19 -22 25 -13 -26 -27 -25 -28
right_child=1 2 -4 4 5 -7 -8 9 -10 11 -12 24 -14 -15 -16 -17 17 18 -20 -21 23 -23 -24 28 26 27 29 -29 -30 -31
leaf_value=0.00011045310567841744 -0.0001631387911629645 -0.00010352878918638454 0.00016361569717198357 -5.4228680153645468e-06 -2.9775620977387816e-05 0.0002372318425129735 0.00012036616889500611 -0.00041987604523786685 0.00054930321229794236 -0.00013235446296878058 -0.00031771770529303466 0.00027219934811662167 -0.00029212901385367978 -0.00029801524295180575 -0.00016921220273986737 0.00019232205943100984 -0.0001563555354368873 -3.3787823413149453e-05 0.0002365659754381657 -0.00012453458912204952 0.00016345247602744383 -6.8983544373292144e-05 0.00035892383964744877 -0.00025688787834951657 -0.00016078633289518104 -0.00014788071102884716 0.00016735046672346513 5.7580937872673269e-05 -3.5070836416614322e-05 -1.8931211541906364e-06
leaf_weight=23 20 30 22 165 36 23 22 22 27 36 20 22 21 20 27 27 20 20 23 35 21 22 37 20 35 22 21 147 39 2096
leaf_count=23 20 30 22 165 36 23 22 22 27 36 20 22 21 20 27 27 20 20 23 35 21 22 37 20 35 22 21 147 39 2096
internal_value=0 -8.2002e-07 2.34683e-07 -9.41489e-07 7.55694e-08 7.4312e-05 -1.40065e-06 -2.31029e-06 3.57644e-05 -5.26376e-06 -3.91845e-05 -1.89914e-06 -2.7899e-05 -1.19082e-05 5.59074e-06 2.1323e-05 4.41101e-06 2.51855e-05 4.19174e-05 1.88405e-05 5.04011e-05 0.000140339 0.00022113 -3.84127e-05 2.18449e-06 5.86356e-05 -2.82581e-06 3.08345e-05 -0.000110263 -2.14276e-07
internal_weight=0 3098 3078 3056 3026 59 2967 2945 212 2733 185 2711 368 347 327 300 273 237 217 194 159 79 57 80 2343 191 2152 169 59 2117
internal_count=3121 3098 3078 3056 3026 59 2967 2945 212 2733 185 2711 368 347 327 300 273 237 217 194 159 79 57 80 2343 191 2152 169 59 2117
is_linear=0
shrinkage=0.1


Tree=2821
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 16 0 3 130 399 0 129 0 12 43 2 12 0 129 1212 394 391 160 3 41 4 33 3 130 39 39
split_gain=2.89212e-05 0.000229797 8.53954e-05 6.08832e-05 2.6689e-05 6.19992e-05 4.647e-05 3.56584e-05 5.98619e-05 3.75275e-05 2.4338e-05 9.10088e-05 0.000100412 0.000102983 8.82537e-05 8.18693e-05 0.0002182 0.000104872 0.000119876 7.45831e-05 0.000101215 5.79421e-05 7.6285e-05 5.74819e-05 0.000198853 9.81565e-05 3.89036e-05 4.42071e-05 6.01096e-05 9.20608e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.081299999999999983 -0.073309999999999986 -0.085709999999999995 0.096505000000000021 0.089300000000000004 -0.087084999999999982 0.083780000000000007 -0.14454499999999995 0.092995000000000008 -0.03898999999999999 0.097845000000000015 0.090545000000000014 -0.069824999999999984 0.10412500000000001 0.087210000000000024 -0.11103499999999998 -0.085594999999999991 -1.0000000180025095e-35 -0.088784999999999989 0.088180000000000008 0.0061450000000000003 -1.0000000180025095e-35 -0.38012499999999999 -0.22699999999999995 0.10940500000000002 0.10308000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 6 -6 8 9 -1 19 -12 15 14 -14 16 17 18 21 -3 -21 -13 -23 25 -25 -22 -27 -28 29 -29
right_child=1 10 -4 -5 5 -7 -8 -9 -10 -11 11 12 13 -15 -16 -17 -18 -19 -20 20 23 22 -24 24 -26 26 27 28 -30 -31
leaf_value=9.708591770385797e-05 0.00033226144746766382 0.00018977714964421469 -0.00020888839555846062 -0.00017363147552324726 1.7052350895855025e-05 -7.9051490320125606e-05 0.00021826174973587817 8.2594799914659239e-05 -0.00019296910221506234 -6.5575840022034213e-05 0.00022922984090179116 5.6358589499723163e-05 -0.00011602811105346876 0.0002790409090304517 0.00015539894031826407 -0.00021145178781642408 0.00024549671536858245 -0.00025707864682297679 0.00018479490695013243 -0.00022816860167949928 0.00018607264230792811 -0.00026999867004633414 -9.0165814721590981e-06 -0.00034582492080517115 4.3414529146892686e-05 -0.00012389025397659191 -0.00014899703804985623 -6.6888375586680037e-07 8.9038441207801072e-05 -0.00021612265212752393
leaf_weight=23 21 20 25 21 22 23 24 24 23 37 21 20 23 24 25 22 28 23 22 20 28 24 21 21 35 26 20 2361 74 20
leaf_count=23 21 20 25 21 22 23 24 24 23 37 21 20 23 24 25 22 28 23 22 20 28 24 21 21 35 26 20 2361 74 20
internal_value=0 2.66388e-06 -3.47863e-05 -1.26922e-05 6.51083e-06 5.50036e-05 0.000122031 -2.47602e-05 -5.58026e-05 -3.22217e-06 2.58895e-07 2.988e-05 1.18354e-05 0.000109907 2.53401e-05 -3.22969e-05 -3.73592e-06 -6.7177e-05 -1.69731e-05 -2.59602e-06 -4.07297e-06 -8.52638e-05 -0.000148207 -2.33915e-06 -0.00010255 -1.20165e-07 -2.20469e-06 -9.26377e-07 2.79901e-07 -2.47866e-06
internal_weight=0 2899 222 197 176 69 46 107 83 60 2878 253 232 72 48 160 138 110 87 2625 2605 65 45 2585 56 2529 2501 2475 2455 2381
internal_count=3121 2899 222 197 176 69 46 107 83 60 2878 253 232 72 48 160 138 110 87 2625 2605 65 45 2585 56 2529 2501 2475 2455 2381
is_linear=0
shrinkage=0.1


Tree=2822
num_leaves=31
num_cat=0
split_feature=130 1 132 1203 393 50 0 130 43 475 484 1375 160 1375 151 474 1 2 4 447 147 2 147 15 456 456 456 160 13 1427
split_gain=2.83573e-05 5.11397e-05 3.06645e-05 0.000800214 0.000382255 0.000146358 4.39379e-05 8.63158e-05 3.98582e-05 2.48762e-05 0.000285818 0.000127372 0.000227603 8.80781e-05 8.60113e-05 6.73593e-05 8.96051e-05 0.000143166 7.55587e-05 2.92083e-05 7.73806e-05 0.000128346 5.93769e-05 8.75372e-05 3.8183e-05 8.63254e-05 9.51877e-05 8.51895e-05 0.00012879 5.07412e-05
threshold=-0.23123999999999997 0.16540500000000002 -0.083284999999999984 0.089165000000000008 0.12679500000000002 0.10022000000000002 -0.073309999999999986 0.10923000000000001 0.41370500000000004 -0.085774999999999976 0.085790000000000019 -0.15308499999999997 -0.073679999999999982 -0.090674999999999992 -0.085224999999999981 0.089130000000000015 0.10234000000000001 0.087505000000000013 -0.020529999999999996 0.10121000000000001 0.093875000000000014 0.10672500000000001 0.088610000000000008 -0.016799999999999995 0.084065000000000015 0.087440000000000004 0.088285000000000016 -0.081399999999999986 -0.084154999999999994 0.089335000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 9 6 7 8 -2 10 14 12 -11 -13 -4 16 17 -16 -19 20 22 -22 24 -24 29 -26 -27 -28 -29 -15
right_child=1 -3 4 -5 -6 -7 -8 -9 -10 11 -12 13 -14 19 15 -17 -18 18 -20 -21 21 -23 23 -25 25 26 27 28 -30 -31
leaf_value=0.00011062731513368856 -1.3283748718860903e-05 -0.00013784524786320548 0.00020296357503287832 0.00059427170313226634 -0.00043801238916785223 -0.00028584858264821381 0.00010990458802552894 -0.00018424290599930963 0.00013895198360495712 0.0004225971974847198 -0.00032838193604740293 -0.00019922450909772043 -1.009392773642415e-05 -4.0152773168320894e-06 5.9627943717733466e-05 0.00015054692769245735 0.00010486250169248837 -0.00036032627533478221 -8.8738872291287422e-05 0.00011390148204322545 -0.00031874360473011626 6.1793217502136325e-06 -1.6567792838693341e-05 0.00027249658131040633 0.00021205097932747944 -0.00016881376217023228 -7.4166980495206329e-05 0.00030740726530590717 1.7016893261392223e-05 0.00010440222269442695
leaf_weight=23 95 27 22 23 20 20 30 27 21 20 28 22 31 2283 30 21 28 21 20 23 20 31 22 20 27 23 33 24 42 44
leaf_count=23 95 27 22 23 20 20 30 27 21 20 28 22 31 2283 30 21 28 21 20 23 20 31 22 20 27 23 33 24 42 44
internal_value=0 -8.21311e-07 3.83393e-07 3.67125e-05 -2.36515e-06 -2.97324e-05 -1.23614e-07 -2.32065e-05 1.42762e-05 7.08203e-07 -3.63803e-05 3.07407e-06 0.000159589 2.04189e-08 2.11975e-05 -1.21263e-05 -4.66327e-05 -0.000106377 -0.000227845 1.71154e-06 7.07116e-07 -0.000121241 3.17708e-06 0.000121082 1.17708e-06 5.02526e-05 1.44447e-05 5.70199e-05 0.000122613 -1.96527e-06
internal_weight=0 3098 3071 216 2855 193 173 143 116 2835 170 2665 51 2614 142 120 99 71 41 2592 2569 51 2518 42 2476 149 122 99 66 2327
internal_count=3121 3098 3071 216 2855 193 173 143 116 2835 170 2665 51 2614 142 120 99 71 41 2592 2569 51 2518 42 2476 149 122 99 66 2327
is_linear=0
shrinkage=0.1


Tree=2823
num_leaves=31
num_cat=0
split_feature=132 393 1203 48 131 400 16 52 130 1373 150 1374 457 12 12 133 13 43 1375 1375 457 150 147 448 1426 1348 160 151 160 160
split_gain=2.87961e-05 0.000196408 0.000183805 2.60119e-05 4.25311e-05 5.23365e-05 3.28361e-05 2.93374e-05 2.7234e-05 2.42035e-05 5.70258e-05 5.82788e-05 3.40756e-05 0.000144781 0.000217679 0.000113934 0.000123407 8.9284e-05 7.42945e-05 6.1833e-05 8.85361e-05 5.27976e-05 6.30821e-05 0.000118987 4.94041e-05 7.02901e-05 6.26712e-05 6.52918e-05 5.72085e-05 5.45029e-05
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 0.086125000000000021 -0.076979999999999979 0.11741500000000001 -0.090764999999999985 0.086040000000000019 0.085970000000000005 -1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 -0.086004999999999984 0.087995000000000004 0.08493500000000001 0.087625000000000022 -0.087714999999999987 -0.085594999999999991 0.089575000000000016 0.08517000000000001 -0.079829999999999984 0.12068000000000002 0.094075000000000006 -0.050549999999999991 -0.094284999999999994 0.084895000000000012 0.51752500000000012 -0.53100499999999984 0.50959500000000013 0.40950000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 -1 6 -6 8 -8 -2 11 -11 13 14 15 16 -13 -18 19 20 -14 22 24 -24 -22 26 27 -26 29 -29
right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 -12 12 18 -15 -16 -17 17 -19 -20 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00013185502126968158 -9.5699547427312404e-05 0.00030027709270308896 -0.0003240045457755514 -9.8911836959394777e-05 9.7760944999842632e-05 -0.00016207000648137183 -0.0001180188623506443 5.075031030345772e-05 2.6028719349553634e-05 -0.00016217650726585734 0.00015804737694966406 0.0001023222015646752 0.00016147018523406182 0.0001965053727395744 -0.00032182401048582208 0.00019290639410471722 -1.1395848923712038e-05 -0.00029243315122864889 0.00017535385786322878 -0.00017301231047895272 0.00015112410467488439 0.00013107180481799127 2.7991708856671515e-05 -0.00029204663670887905 0.00018039587856037543 -0.00017734530688771471 0.00014833505431005475 -9.7539264581783372e-07 -0.00016536533793051994 0.00016479810845339673
leaf_weight=24 26 22 20 26 33 20 35 37 21 22 23 26 35 21 30 21 20 26 25 20 22 31 26 21 20 22 29 2376 21 20
leaf_count=24 26 22 20 26 33 20 35 37 21 22 23 26 35 21 30 21 20 26 25 20 22 31 26 21 20 22 29 2376 21 20
internal_value=0 2.61923e-06 -3.52262e-05 -5.75904e-06 8.48786e-06 -1.17917e-05 1.2062e-05 -1.83473e-05 -6.4001e-05 3.47817e-07 1.22189e-06 -5.08629e-08 1.21755e-06 -4.61658e-05 -8.75975e-05 -1.20405e-05 -7.18167e-05 -0.000170243 3.77497e-06 2.15201e-06 3.48761e-06 1.35106e-06 -2.21615e-07 -0.000115004 1.9277e-06 6.08438e-07 2.19602e-06 4.56986e-07 -1.03196e-06 4.08359e-07
internal_weight=0 2905 216 196 170 146 126 93 56 2883 2857 2834 2812 144 123 93 72 46 2668 2643 2623 2588 2557 47 2510 2488 2466 2437 2417 2396
internal_count=3121 2905 216 196 170 146 126 93 56 2883 2857 2834 2812 144 123 93 72 46 2668 2643 2623 2588 2557 47 2510 2488 2466 2437 2417 2396
is_linear=0
shrinkage=0.1


Tree=2824
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 1429 156 11 51 155 11 471 483 483 1456 1456 12 483 159 483 1132 376 1 1375 47 457 1375 1 1 1 475
split_gain=2.6477e-05 0.000809214 0.000358145 0.000155193 2.4565e-05 0.00011674 3.23752e-05 0.000136318 0.000118403 5.97066e-05 3.65945e-05 4.23401e-05 0.000185002 7.13348e-05 8.05651e-05 6.39237e-05 5.47688e-05 0.000183451 6.31809e-05 5.14496e-05 5.11912e-05 4.52677e-05 4.3185e-05 5.68987e-05 5.20113e-05 8.69647e-05 5.1304e-05 0.000356901 0.000191787 0.000114446
threshold=-0.083284999999999984 0.10450500000000001 0.12679500000000002 0.089480000000000018 -0.23752499999999996 0.32523500000000005 0.092630000000000018 -1.0000000180025095e-35 0.13949000000000003 0.10458500000000001 0.10338500000000002 0.10083000000000002 0.10452500000000002 -0.045159999999999999 -0.16480999999999998 0.096075000000000008 0.095085000000000017 0.10442500000000002 0.093265000000000015 0.084470000000000003 -0.083489999999999981 0.089935000000000015 0.093520000000000006 0.13975500000000002 0.41022000000000008 -0.16449999999999998 0.102705 0.10389500000000002 0.10022000000000002 0.061570000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 6 8 -8 10 -9 11 16 -13 14 -14 21 18 -18 19 20 -6 -15 23 24 25 -22 28 -28 29 -27
right_child=2 -3 -4 -5 5 -7 7 9 -10 -11 -12 12 13 15 -16 -17 17 -19 -20 -21 22 -23 -24 -25 -26 26 27 -29 -30 -31
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leaf_weight=179 20 20 20 20 31 20 33 26 21 20 21 21 23 29 20 22 31 23 21 23 32 20 34 23 28 1794 25 461 33 27
leaf_count=179 20 20 20 20 31 20 33 26 21 20 21 21 23 29 20 22 31 23 21 23 32 20 34 23 28 1794 25 461 33 27
internal_value=0 3.35285e-05 -2.53023e-06 -2.74109e-05 3.96273e-07 1.16805e-06 -5.26202e-07 -6.36468e-05 1.27855e-06 4.76136e-05 -5.33073e-07 4.81818e-07 5.50776e-05 4.83422e-06 0.000106481 -5.67265e-05 -2.36831e-06 -0.000102021 -2.43023e-07 -1.68762e-06 -3.0639e-06 6.85273e-06 -1.4527e-06 1.17763e-07 -1.38238e-06 -2.98181e-06 -7.42669e-07 -2.96631e-05 6.83841e-06 2.50872e-06
internal_weight=0 219 2902 199 2882 2862 2842 79 2763 46 2742 2721 135 114 43 71 2586 54 2532 2511 2488 49 2457 2423 2400 2372 2340 486 1854 1821
internal_count=3121 219 2902 199 2882 2862 2842 79 2763 46 2742 2721 135 114 43 71 2586 54 2532 2511 2488 49 2457 2423 2400 2372 2340 486 1854 1821
is_linear=0
shrinkage=0.1


Tree=2825
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 484 1452 158 0 158 159 159 159 2 3 160 159 403 133 403 1210 1212 16 12 1211 15 46 1428 157 11 11
split_gain=2.82488e-05 0.000217223 6.84484e-05 5.19864e-05 2.34122e-05 4.88787e-05 3.60704e-05 9.14001e-05 4.46525e-05 3.24543e-05 0.000103665 0.000108028 5.92536e-05 9.10236e-05 7.25823e-05 5.90002e-05 5.51321e-05 0.000163133 0.000135487 7.98644e-05 4.09128e-05 7.85003e-05 0.00019632 7.42685e-05 3.91471e-05 4.02984e-05 5.26167e-05 0.000112381 4.84781e-05 0.000196108
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.52850499999999989 0.11769000000000002 -0.46695499999999995 -0.077809999999999976 -0.40433999999999992 -0.10909999999999999 -0.092414999999999983 -0.088129999999999986 0.092120000000000021 -0.072894999999999988 -0.43215499999999996 -0.085179999999999992 -0.54856499999999986 0.40431 -0.53960999999999981 -0.3960249999999999 0.10242000000000001 -0.087989999999999985 0.095330000000000012 0.11671000000000002 -0.5556049999999999 0.084955000000000017 -0.071779999999999997 0.63334000000000013 0.08976000000000002 0.095165000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 7 -6 -8 12 -11 -12 14 -14 -10 -13 17 -17 -18 -20 24 -22 -23 -24 -21 26 -26 28 -28 -30
right_child=1 4 -4 -5 5 -7 8 -9 9 10 11 15 13 -15 -16 16 18 -19 19 20 21 22 23 -25 25 -27 27 -29 29 -31
leaf_value=3.1456887137954421e-06 0.00032308600507565733 -0.00010752376314485447 -0.00019025168762891554 -0.00016331508678766633 4.8584580654278404e-05 0.00014026270509930329 0.000150199449271895 -0.00022462492418119005 0.00011522129235446403 0.00017122316247777133 -0.0002154030964606057 0.00013940996634060398 -1.3386534772360247e-05 -0.0002523622064472875 -8.8517513273366023e-05 -0.00031186189957051761 0.00026179960055742411 7.3637565093003627e-05 -0.00018500031342821036 9.7508364397072008e-05 -8.9523552966196666e-05 0.00028532805289513717 8.3190067865264916e-05 -0.00017105613980675119 -0.00015435276310081069 0.00010743652225383731 -7.3670075356994839e-06 0.00022257491099563514 0.00034291021693206859 -2.0222543191956557e-05
leaf_weight=176 21 20 25 21 25 25 20 24 36 36 23 31 37 28 34 21 20 23 23 40 26 36 27 20 23 33 2147 22 20 58
leaf_count=176 21 20 25 21 25 25 20 24 36 36 23 31 37 28 34 21 20 23 23 40 26 36 27 20 23 33 2147 22 20 58
internal_value=0 2.63272e-06 -3.43796e-05 -1.45989e-05 2.94461e-07 1.04896e-06 -1.79539e-07 -8.52323e-05 1.31744e-06 2.40145e-07 2.69564e-06 3.55881e-07 -4.75783e-05 -0.00011633 1.62624e-05 2.2868e-06 6.12588e-07 -0.000110351 2.56946e-06 4.74669e-07 2.21444e-06 6.21028e-05 0.0001096 -2.49998e-05 -5.71658e-07 -2.27518e-06 -3.8701e-06 -2.32978e-06 -4.55356e-06 7.28884e-05
internal_weight=0 2899 222 197 2878 2858 2833 49 2784 2764 2629 2593 135 65 70 2570 2539 44 2495 2475 2452 109 83 47 2343 2303 2270 2247 2225 78
internal_count=3121 2899 222 197 2878 2858 2833 49 2784 2764 2629 2593 135 65 70 2570 2539 44 2495 2475 2452 109 83 47 2343 2303 2270 2247 2225 78
is_linear=0
shrinkage=0.1


Tree=2826
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 33 3 47 3 2 3 13 40 3 4 1 160 457 123 160 48 2 2 2 2 49 15 3 4 3 43
split_gain=2.65726e-05 0.000798792 0.000374221 0.000187289 2.38082e-05 3.14039e-05 0.000133564 0.000765628 0.000202146 0.000121169 0.000107965 7.39773e-05 0.000113215 0.000226116 0.000599391 0.000165611 9.56454e-05 7.13492e-05 6.74923e-05 6.64004e-05 6.39976e-05 0.000337015 0.000199749 0.000130284 0.000106379 0.000138578 0.000198491 5.88735e-05 0.000340309 0.000707373
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.009184999999999997 -0.0049599999999999991 0.094160000000000008 0.10542000000000001 -0.055814999999999997 -0.0080949999999999998 -0.16152999999999998 -0.069739999999999983 0.088060000000000013 1.0000000180025095e-35 0.094220000000000012 0.11055500000000001 -0.052389999999999992 0.086730000000000015 0.086325000000000013 0.13252500000000003 0.10644500000000001 0.10005000000000001 0.11237500000000002 0.086100000000000024 -0.043469999999999995 -0.43375999999999998 0.31370500000000007 -0.085719999999999977 -0.087044999999999983 -0.061959999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 9 8 -8 -7 10 -6 17 13 -13 -15 16 -14 -10 20 -9 21 23 -22 -18 -24 -26 -27 28 -12 -30
right_child=2 -3 4 -5 5 6 7 19 11 -11 27 12 15 14 -16 -17 18 -19 -20 -21 22 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=3.992498595119726e-06 -0.00041340091183056675 0.00062002112071717248 -8.6559325474457101e-05 -0.00031875601303909206 -0.00023227799621963641 -0.00030960534284531606 0.00064704598831171606 -0.00011983714403437549 2.5205168032016446e-05 -0.00020666544851024056 7.4964378441805607e-07 -5.1082167046843097e-05 0.00023456037208234191 0.00067899483139106974 -8.5618729826819621e-06 -0.00025017763982759789 -9.6990220481529835e-05 -0.00018283732519836014 -0.00016895947996090402 8.1086965229619176e-05 0.000349701587055322 -0.00037081328944465065 -0.00014026944688794174 0.00020016884807192684 -8.8971295820859574e-05 0.00041301746830521596 -7.9620785375785395e-06 8.3609907234003395e-06 4.7196839134105382e-05 -0.0007374539095326327
leaf_weight=178 22 21 31 20 20 20 22 38 32 29 333 40 20 21 32 24 25 34 20 29 21 23 32 36 30 21 24 1876 27 20
leaf_count=178 22 21 31 20 20 20 22 38 32 29 333 40 20 21 32 24 25 34 20 29 21 23 32 36 30 21 24 1876 27 20
internal_value=0 3.3589e-05 -2.53479e-06 -2.86084e-05 6.03766e-07 1.55219e-06 2.31635e-05 0.000135199 1.24887e-06 -3.54827e-06 -9.60226e-07 1.5541e-05 3.29817e-05 0.000128405 0.000263866 8.28337e-07 2.47337e-05 -8.19682e-05 6.64516e-06 -3.287e-05 2.32116e-05 -4.46117e-05 6.77207e-05 7.83823e-05 1.23787e-05 7.75085e-05 0.000188495 1.09046e-06 -3.4803e-05 -0.000286697
internal_weight=0 219 2902 198 2880 2849 544 89 455 2305 2276 435 369 93 53 276 252 66 232 67 212 84 128 61 107 75 45 2256 380 47
internal_count=3121 219 2902 198 2880 2849 544 89 455 2305 2276 435 369 93 53 276 252 66 232 67 212 84 128 61 107 75 45 2256 380 47
is_linear=0
shrinkage=0.1


Tree=2827
num_leaves=31
num_cat=0
split_feature=393 475 475 1375 3 484 1372 150 1 52 149 150 1 1 38 34 484 15 130 1 9 1446 480 50 2 12 12 43 2 2
split_gain=2.83288e-05 2.55562e-05 0.000226698 0.0001259 0.000263836 0.00010345 8.40475e-05 5.73806e-05 5.045e-05 0.000108802 4.60507e-05 3.80597e-05 3.43473e-05 0.000310554 0.000123139 0.000113827 9.49717e-05 0.000208403 0.000187603 8.59866e-05 8.25747e-05 7.06931e-05 8.87213e-05 7.02687e-05 0.000122326 7.2005e-05 0.000355088 0.000317018 0.000299823 0.000201961
threshold=0.12679500000000002 -0.085774999999999976 -0.086304999999999979 -0.15308499999999997 0.092670000000000016 0.085655000000000023 -0.065504999999999994 0.13086 0.10234000000000001 -0.54663499999999987 0.099335000000000021 0.12187000000000002 0.107145 0.10557500000000002 0.10208000000000002 -0.057544999999999992 0.10126500000000001 -0.56020999999999987 -0.077479999999999979 0.10797500000000002 0.086220000000000005 -0.09143999999999998 0.11471500000000003 0.13276000000000002 0.10402500000000002 0.079890000000000017 0.082850000000000021 -0.008069999999999999 0.10584500000000001 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 8 -5 10 9 -1 11 12 13 14 15 -8 17 -14 -19 -20 21 -17 23 25 -25 28 27 -27 29 -23
right_child=-2 3 -4 6 -6 -7 7 -9 -10 -11 -12 -13 16 -15 -16 20 -18 18 19 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00025810312882126516 9.8375734718313755e-05 0.0003335811384772569 -0.00035488716169311378 -0.00016265752996105223 -0.00012941626540850849 0.00019373404975340237 0.00019656356443495802 0.00014276418976026304 7.6783163615345989e-05 -9.4823794909946945e-06 -0.00014202048867287967 -0.00013738974287662132 0.00027546021249529051 -0.00027711106079373059 -0.00022947908854921876 -0.00018459952741977758 -0.00017984985481069255 -0.00025682696061342847 0.00021422815407277085 1.9829353956736702e-05 -0.00018403219854311222 3.3031496810787933e-05 0.00018111358663840552 0.00028567085752476254 -5.2483784020296302e-05 -4.2380072149431467e-05 -5.1151169166204206e-07 -0.00054343363077825186 -0.00016285817013836509 0.00023710307465644038
leaf_weight=23 29 32 20 32 20 24 30 28 32 75 23 20 33 41 23 20 22 24 24 438 24 153 28 23 20 28 1683 23 55 71
leaf_count=23 29 32 20 32 20 24 30 28 32 75 23 20 33 41 23 20 22 24 24 438 24 153 28 23 20 28 1683 23 55 71
internal_value=0 -9.22679e-07 -3.8153e-05 1.29736e-06 0.000155505 2.98135e-06 -1.50055e-06 3.19146e-07 -3.22345e-05 -6.78321e-05 -1.10226e-06 6.23553e-08 1.0573e-06 -4.44422e-06 6.81571e-07 3.13463e-06 2.36532e-05 3.22795e-05 1.57673e-05 2.9928e-05 4.07716e-07 2.51159e-06 4.30729e-06 1.89942e-06 0.00012839 -8.02559e-07 -8.38898e-06 -0.000268345 4.63474e-05 9.77149e-05
internal_weight=0 3092 174 2918 52 154 2866 2834 130 98 2806 2783 2763 2222 2181 2158 541 519 486 462 2128 2104 2084 2056 43 2013 1734 51 279 224
internal_count=3121 3092 174 2918 52 154 2866 2834 130 98 2806 2783 2763 2222 2181 2158 541 519 486 462 2128 2104 2084 2056 43 2013 1734 51 279 224
is_linear=0
shrinkage=0.1


Tree=2828
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1429 1425 1425 480 481 403 12 0 403 403 1208 403 133 133 3 16 49 51 157 2 2 52 13 12 0
split_gain=2.9192e-05 0.000223781 0.000111065 2.96111e-05 9.24814e-05 3.00991e-05 3.23947e-05 7.22354e-05 2.58347e-05 4.34938e-05 0.000121708 0.000113403 0.000117435 4.19829e-05 0.000110773 7.06404e-05 5.38823e-05 3.18654e-05 0.000192657 0.000208646 0.00020179 0.000170862 0.000290681 0.000168638 0.00017518 0.00043247 0.000273026 0.000199087 0.000140026 0.000104633
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.10034500000000002 0.084030000000000007 -0.095389999999999989 -0.087424999999999989 -0.55327499999999985 0.083985000000000018 -0.082974999999999979 -0.54856499999999986 -0.53960999999999981 0.098655000000000007 -0.51931999999999989 0.089405000000000012 0.090665000000000009 -0.078724999999999976 0.51222500000000004 0.11236 -0.084114999999999981 -0.06482499999999998 0.097220000000000015 0.10136500000000002 1.0000000180025095e-35 -0.080519999999999994 0.087285000000000015 -0.08841499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 7 8 -7 11 -11 -10 -13 -12 -15 16 -16 -18 19 -19 21 23 -23 -20 27 -26 -27 28 -25 -29
right_child=1 3 -4 4 -6 6 -8 -9 9 10 13 12 -14 14 15 -17 17 18 20 -21 -22 22 -24 24 25 26 -28 29 -30 -31
leaf_value=-8.6293981122509698e-06 0.0003279306105382386 -0.00012095158657757567 -0.00022503357228502967 -0.00010543836273158108 0.00021543428534641861 0.00010137650615070016 -0.00012308601160925935 0.00018634926797988426 -0.00022673478447056067 0.0002087886746526887 -0.00012977554113604127 -0.00013934898325596411 0.00017686264703418905 0.00023487275117076934 0.00013386462504665056 -0.0001367176385189707 4.6121919377868618e-06 -0.0003906046669791457 0.00024429231026325786 2.6374872513337149e-05 0.00027904062953894028 -0.00041904390737828277 3.5165307985507974e-06 6.4223153566234502e-05 -0.0004809287373209372 0.0001849814191257629 -0.00018461081857733407 0.00016202225020167356 0.00040409068331593353 -4.6055319993495784e-05
leaf_weight=195 21 20 27 27 20 25 21 21 30 28 25 23 24 20 30 38 2029 28 28 21 24 27 41 27 25 39 41 29 22 145
leaf_count=195 21 20 27 27 20 25 21 21 30 28 25 23 24 20 30 38 2029 28 28 21 24 27 41 27 25 39 41 29 22 145
internal_value=0 2.67632e-06 -3.49488e-05 3.03023e-07 1.15155e-06 -3.58547e-07 6.50758e-07 1.58211e-06 1.80842e-07 -7.4113e-07 1.39809e-06 -7.48359e-05 2.21208e-05 -8.0234e-07 4.31145e-07 -1.37642e-06 6.35691e-07 -9.466e-07 -2.36403e-05 -0.000211899 -3.04953e-06 -1.90169e-05 -0.000164265 8.72708e-06 -1.13821e-05 -0.000117886 -4.4346e-06 3.87652e-05 0.000216817 -1.13757e-05
internal_weight=0 2899 222 2878 2858 2838 2811 2790 2769 2744 2667 77 47 2639 2614 2594 2556 2526 497 49 448 424 68 356 328 105 80 223 49 174
internal_count=3121 2899 222 2878 2858 2838 2811 2790 2769 2744 2667 77 47 2639 2614 2594 2556 2526 497 49 448 424 68 356 328 105 80 223 49 174
is_linear=0
shrinkage=0.1


Tree=2829
num_leaves=31
num_cat=0
split_feature=156 475 15 15 132 12 1204 1447 1456 133 1209 4 15 393 1213 1213 15 3 15 2 1446 13 3 13 43 13 13 401 402 15
split_gain=2.54925e-05 7.3765e-05 2.67618e-05 0.00021177 0.000199982 0.000873366 0.000774917 0.000117366 0.000262554 0.000247735 0.000106566 0.000422052 0.000132953 0.000170808 0.000107002 0.000277963 0.000102173 0.000295783 0.000124339 0.000363832 0.000104889 0.000207111 0.000507683 0.000211808 8.93005e-05 8.8184e-05 0.000150854 7.94688e-05 0.000146463 0.000177039
threshold=0.3248100000000001 0.13528000000000004 0.087575000000000014 0.087260000000000018 -0.083284999999999984 0.091840000000000019 -0.078604999999999994 -0.085709999999999995 0.04871000000000001 0.091250000000000012 -0.077594999999999983 -0.079764999999999989 0.088345000000000021 0.089155000000000026 -0.24064499999999997 -0.085049999999999987 0.093115000000000017 -0.080289999999999986 0.095575000000000007 0.088745000000000004 0.037915000000000011 -0.080519999999999994 -0.07359499999999998 -0.077799999999999994 -0.0090299999999999981 -0.069964999999999986 -0.063184999999999977 0.11444000000000001 0.10874500000000002 0.085935000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 27 5 -4 -6 -8 10 -10 11 -9 24 14 -14 -16 17 -17 19 -18 21 22 -20 -23 -12 -25 -27 28 29 -1
right_child=-2 -3 4 -5 6 -7 7 8 9 -11 12 -13 13 -15 15 16 18 -19 20 -21 -22 23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-6.8942588599272463e-06 -0.00010489051625051577 0.00018756223260078559 -0.000250795920042687 -0.00030782831935262633 -0.00061091989813576218 0.00063226192135819781 0.00019879224818266394 0.00051361931952669697 -4.2958023107570151e-06 -0.00048552191394264811 -0.00027491554315201938 -0.00012109971007289874 -0.00014818030399005189 0.0002966260233654833 0.00029788416299601929 1.0015503463823601e-05 -7.931062649257239e-05 -0.00036744917395900795 0.00011131413120892831 0.00049639866306928784 0.00022942276700632647 0.00032447493395011407 -0.00047612419458086409 -0.00015161181075607855 8.5812498582527041e-06 0.00026843541127163917 -6.0147010213196977e-06 0.00016161800374212709 -0.00019462789641693236 0.00014842678805699076
leaf_weight=2133 23 21 21 23 20 24 35 20 23 20 25 22 36 23 36 103 23 26 31 21 21 24 28 29 20 24 121 29 40 76
leaf_count=2133 23 21 21 23 20 24 35 20 23 20 25 22 36 23 36 103 23 26 31 21 21 24 28 29 20 24 121 29 40 76
internal_value=0 7.78723e-07 -4.96043e-07 -5.91189e-06 1.55631e-05 0.000220168 2.96767e-06 2.0236e-05 1.09912e-05 -0.000228122 2.72342e-05 0.000181147 1.62963e-05 2.99127e-05 1.81835e-05 3.04814e-05 9.13661e-06 -6.60626e-05 3.9263e-05 0.00019546 1.45412e-05 -3.01717e-06 -0.00016747 4.59865e-05 -0.000148917 7.5743e-06 3.94115e-05 -2.86357e-06 -4.9845e-06 -1.55048e-06
internal_weight=0 3098 3077 2301 776 45 731 711 676 43 633 42 591 546 523 487 451 129 322 44 278 257 59 198 45 174 145 2278 2249 2209
internal_count=3121 3098 3077 2301 776 45 731 711 676 43 633 42 591 546 523 487 451 129 322 44 278 257 59 198 45 174 145 2278 2249 2209
is_linear=0
shrinkage=0.1


Tree=2830
num_leaves=31
num_cat=0
split_feature=132 394 1203 40 2 11 33 1 39 9 3 48 47 3 46 0 2 52 51 49 3 16 0 47 0 47 47 0 43 376
split_gain=3.008e-05 0.000181124 0.000146014 2.67769e-05 6.15757e-05 4.46189e-05 6.96572e-05 3.82902e-05 4.9433e-05 3.55426e-05 8.26844e-05 3.08878e-05 4.02246e-05 4.6151e-05 3.83955e-05 3.94673e-05 0.000215904 0.000117542 0.000140574 0.000109213 0.000114001 6.84512e-05 4.16302e-05 3.82627e-05 0.00051212 0.000258078 9.33808e-05 0.000342198 0.000218314 7.68071e-05
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.24620999999999996 0.31765000000000004 -0.011194999999999998 -0.012019999999999998 0.15618500000000002 0.12768500000000002 0.091600000000000015 -0.026224999999999995 0.15068000000000001 0.13148500000000005 -0.059315 0.083550000000000013 -0.15599999999999997 0.08622500000000001 -0.080114999999999978 0.08955500000000001 -0.043469999999999995 0.11924500000000002 -0.51370499999999997 -0.15090499999999998 0.092165000000000011 -0.10224499999999999 0.09585500000000001 0.079365000000000005 -0.092404999999999973 -0.08076499999999999 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -5 -7 8 9 11 -11 12 14 -14 15 16 -8 -18 19 -19 21 -21 -17 26 -25 -26 29 -28 -29 -24
right_child=1 -3 -4 4 -6 6 7 -9 -10 10 -12 -13 13 -15 -16 22 17 18 -20 20 -22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=-9.7392077619513988e-06 0.00011580209960811773 0.00028851852297190241 -0.00029338793538045141 0.00013143781509895164 -0.00015981349379217137 -0.00016980208626288611 0.00029066297291137745 -0.00011949466397009718 0.00014842185802357879 -4.8997047451848635e-05 0.00023855194369843958 -0.00011312224317710692 -4.4198376902689539e-06 0.00020783508221938974 -0.00011318303411826491 -0.00011111400127577196 -0.00018386242508282083 -0.00014270803014943865 0.00028266074717976154 0.00028725449046760335 -0.00010569495020899922 4.5397762623906604e-05 0.00015245237173076021 -0.00044816947925870341 0.00035791845451967676 -2.405914106719114e-05 0.00046634644299047066 0.00023417945192791409 -0.00017827047153277269 -3.6641770551007113e-06
leaf_weight=196 20 22 20 26 24 24 30 26 23 20 20 24 21 20 30 35 29 38 20 22 25 25 32 27 20 153 20 21 33 2075
leaf_count=196 20 22 20 26 24 24 30 26 23 20 20 24 21 20 30 35 29 38 20 22 25 25 32 27 20 153 20 21 33 2075
internal_value=0 2.67699e-06 -3.6003e-05 4.95749e-07 -3.09745e-07 1.03865e-06 -1.66604e-07 1.29315e-06 2.42977e-06 1.20429e-06 9.47774e-05 -1.8198e-07 8.30937e-07 9.91191e-05 -6.98405e-07 5.97003e-07 4.46051e-05 -1.82095e-06 3.87883e-05 -5.55215e-06 6.68357e-05 0.000158607 -2.84568e-06 -1.25417e-06 -4.31163e-05 2.01001e-05 2.58463e-06 0.000112997 -1.78733e-05 -1.29316e-06
internal_weight=0 2905 216 2883 2863 2839 2813 2789 2763 2740 40 2700 2676 41 2635 2605 189 159 130 110 72 47 2416 2381 200 173 2181 74 54 2107
internal_count=3121 2905 216 2883 2863 2839 2813 2789 2763 2740 40 2700 2676 41 2635 2605 189 159 130 110 72 47 2416 2381 200 173 2181 74 54 2107
is_linear=0
shrinkage=0.1


Tree=2831
num_leaves=31
num_cat=0
split_feature=1200 132 399 1203 394 130 12 3 12 42 1456 153 42 3 42 42 402 402 3 1208 1209 402 403 1209 1212 52 1212 402 12 16
split_gain=2.8573e-05 3.86927e-05 0.000174914 0.000129844 3.664e-05 3.01423e-05 7.13933e-05 5.7581e-05 3.27518e-05 0.0001157 4.88644e-05 6.46304e-05 3.58264e-05 0.000209993 0.000165412 8.27432e-05 4.85639e-05 9.63777e-05 6.77005e-05 4.65404e-05 8.16969e-05 0.000419327 9.5794e-05 9.87366e-05 4.31403e-05 0.000163769 0.000229562 0.000143587 5.75802e-05 8.48091e-05
threshold=0.091775000000000009 -0.083449999999999983 0.091580000000000009 0.089005000000000015 0.09759000000000001 -0.22699999999999995 0.13043000000000002 -0.049509999999999992 0.11586 0.10369500000000002 0.11510000000000002 1.0000000180025095e-35 0.11839500000000001 -0.079724999999999976 0.12293000000000001 0.11720500000000002 -0.45454999999999995 -0.26424499999999995 -0.083489999999999995 0.10233500000000001 -0.084519999999999984 -0.0078149999999999973 -0.5335399999999999 -0.051604999999999991 -0.089544999999999986 0.086040000000000019 -0.41103999999999991 0.13775000000000001 0.10742000000000002 -0.082039999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -3 8 -8 10 -10 11 12 15 -14 -15 16 18 -18 -7 20 21 -19 -22 -24 25 26 -25 28 -26 -30
right_child=-2 2 -4 -5 -6 6 7 -9 9 -11 -12 -13 13 14 -16 -17 17 19 -20 -21 22 -23 23 24 27 -27 -28 -29 29 -31
leaf_value=-1.6200309592780591e-05 0.00010242577899825174 -0.00011906816951176596 0.00021817222621246256 -0.00027810316920901337 -0.00013553825556300581 -2.3973871720954775e-05 0.00020995240899130045 1.8142327526755466e-05 4.5354009941139999e-05 -0.00026728992506832585 0.00011136159987356036 -0.00017207901407594115 -0.00020932699662807864 0.00035903395910281689 1.0749056042792897e-05 -0.00019078077564937187 -0.00018650874231492968 0.00012116398255813928 0.00023310303769817224 0.0001386452641630361 0.00015692435710941657 -0.00043560026703441212 -0.00022233824143768287 -5.073726254825791e-06 -2.0108029904338324e-06 -9.3768792656782036e-05 0.00040986169309083681 -0.00026868533575907355 -3.6792354860707472e-05 0.00022236491770724699
leaf_weight=192 27 21 37 21 20 20 29 34 29 20 39 22 20 25 30 23 28 31 21 24 39 24 20 30 2163 37 24 20 23 28
leaf_count=192 27 21 37 21 20 20 29 34 29 20 39 22 20 25 30 23 28 31 21 24 39 24 20 30 2163 37 24 20 23 28
internal_value=0 -8.93828e-07 2.14687e-06 -4.20217e-05 -6.6359e-07 2.91613e-07 1.18585e-06 0.000106436 -1.23413e-06 -8.22558e-05 2.41182e-07 -1.39294e-06 3.48503e-08 6.81571e-05 0.00016906 -1.96482e-06 -2.49671e-07 -2.02644e-06 0.0001077 7.08047e-08 -1.29278e-06 -0.000121788 1.48709e-06 -1.098e-06 8.05137e-07 6.8297e-05 0.000179342 -1.94408e-06 4.65504e-07 0.00010549
internal_weight=0 3094 2881 213 2844 2824 2803 63 2740 49 2691 2652 2630 75 55 2555 2532 2491 41 2463 2439 55 2384 2345 2325 91 54 2234 2214 51
internal_count=3121 3094 2881 213 2844 2824 2803 63 2740 49 2691 2652 2630 75 55 2555 2532 2491 41 2463 2439 55 2384 2345 2325 91 54 2234 2214 51
is_linear=0
shrinkage=0.1


Tree=2832
num_leaves=31
num_cat=0
split_feature=402 402 402 12 12 403 132 1203 1185 50 390 393 402 402 1212 1212 13 13 150 12 150 0 15 16 2 16 1213 3 15 2
split_gain=3.41797e-05 5.22467e-05 3.83451e-05 7.36224e-05 0.000138958 4.04645e-05 3.71543e-05 0.000874917 0.000463268 0.000148747 3.4992e-05 5.60949e-05 3.97654e-05 9.20241e-05 3.16033e-05 6.55699e-05 3.14091e-05 0.000329488 0.000300935 0.000331273 0.000193472 0.000110963 0.000235308 0.000247807 0.000490389 0.000216351 0.000357455 0.000707665 0.000129255 0.000172372
threshold=0.31278000000000006 0.13924000000000003 0.11232500000000002 0.091930000000000012 0.087145000000000014 -0.55157999999999985 -0.083284999999999984 0.089165000000000008 -0.014244999999999999 0.10022000000000002 0.089375000000000024 0.098330000000000015 0.10668000000000001 0.10126500000000001 0.12799000000000002 0.11006000000000002 -0.085804999999999979 -0.085669999999999982 0.10874500000000002 0.084100000000000022 0.097810000000000022 -0.097024999999999986 -0.11713499999999999 -0.11676499999999999 0.088745000000000004 -0.079109999999999986 -0.0096849999999999974 -0.081734999999999988 0.088990000000000014 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 7 9 -8 -7 11 12 13 14 15 16 18 -18 20 -20 21 22 -10 24 -24 26 28 -28 29 -23
right_child=-2 -3 3 -5 -6 6 8 -9 10 -11 -12 -13 -14 -15 -16 -17 17 -19 19 -21 -22 25 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00010524351020796679 0.00012714761708463942 -0.00012234835524265822 0.00018582244159742482 0.00018638831488715368 -0.00015446851617265827 1.4650997195665633e-06 -0.00048265155448461882 0.00063726585093800997 8.4343317714575245e-05 -0.000286936091069947 -0.00013138357790012378 0.00015047543089531247 -0.00014049414631699618 0.00020019940449223533 -9.246721662772896e-05 0.0001406694890619926 -0.0004016715296616201 -3.3498439812365397e-06 0.00052132484537044854 -9.7700210556902923e-06 -0.00028563455296376641 3.3862942680194655e-05 -9.6638796183070531e-06 2.8920855580955714e-05 -0.00051545656064667532 -2.6791234731939681e-05 0.00068464217884293586 8.6538127608356598e-05 0.00017085923886043023 -0.00033272009206247396
leaf_weight=37 21 35 21 32 28 169 20 22 84 20 20 25 20 23 37 33 21 1871 24 23 23 29 41 57 36 205 27 74 20 23
leaf_count=37 21 35 21 32 28 169 20 22 84 20 20 25 20 23 37 33 21 1871 24 23 23 29 41 57 36 205 27 74 20 23
internal_value=0 -8.61321e-07 5.2597e-07 6.84146e-05 -8.62953e-06 -1.31685e-06 -1.20361e-08 4.04205e-05 -3.13019e-06 -2.90535e-05 4.00895e-07 1.37853e-06 -1.69907e-08 1.04281e-06 -7.00185e-07 6.10267e-07 -1.1966e-06 -7.77096e-06 1.74801e-05 0.000261427 -1.04252e-06 9.94006e-06 -4.68777e-05 -0.000129136 -0.000246138 4.2708e-05 0.000125062 0.000246427 -4.51854e-05 -0.00012828
internal_weight=0 3100 3065 81 49 2984 2947 211 2736 189 2716 2696 2671 2651 2628 2591 2558 1892 666 47 619 596 218 134 77 378 173 101 72 52
internal_count=3121 3100 3065 81 49 2984 2947 211 2736 189 2716 2696 2671 2651 2628 2591 2558 1892 666 47 619 596 218 134 77 378 173 101 72 52
is_linear=0
shrinkage=0.1


Tree=2833
num_leaves=31
num_cat=0
split_feature=402 401 1209 1209 2 401 0 1213 133 133 133 1211 403 1211 399 399 399 1212 1210 15 403 1208 131 15 52 481 133 52 402 15
split_gain=2.76855e-05 5.08808e-05 3.3634e-05 0.000165806 0.00015289 2.99304e-05 0.000142763 0.000102832 5.98056e-05 0.000117853 3.20297e-05 3.03079e-05 0.000166947 4.44114e-05 6.7823e-05 0.000123278 0.000119269 4.51786e-05 0.000119333 0.00011569 0.000166303 5.13661e-05 4.13763e-05 4.54565e-05 0.000134758 0.000116916 8.83883e-05 0.000167684 6.24734e-05 8.04583e-05
threshold=0.31278000000000006 0.13699500000000003 -0.084519999999999984 -0.069599999999999981 0.080205000000000012 -1.0000000180025095e-35 -0.072594999999999979 -1.0000000180025095e-35 0.42433500000000007 0.51625500000000002 0.41171500000000005 0.11048500000000001 0.017340000000000005 0.092860000000000012 0.091895000000000018 0.08845500000000002 0.10695000000000002 -0.089544999999999986 -0.14310999999999999 0.085035000000000013 0.24690500000000001 1.0000000180025095e-35 0.11863000000000001 0.11295500000000001 0.51307000000000014 -0.0050099999999999988 0.10397500000000001 0.4002400000000001 0.11462500000000002 0.101845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -5 10 -10 11 13 -13 14 15 17 -16 19 -19 -7 -21 22 23 28 25 -25 27 -27 29 -20
right_child=-2 -3 3 5 -6 8 -8 -9 9 -11 -12 12 -14 -15 16 -17 -18 18 21 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00013077986454432407 0.00011443285121848541 -0.00015231235295438885 0.00026353952368178096 0.00016455106233479456 -0.00020563956437399611 -9.5906317317582894e-05 -0.00021140089124603242 -0.00011452132160269209 0.0002984056448622141 -2.8897045381568576e-06 -0.00010171570184250032 0.0002606502172056935 -0.00013054628972895444 -0.00011983858595129042 -0.0002561180353430765 0.00019807723838312087 1.743475326834045e-05 -0.00022372689375818787 -2.1293871830420265e-06 0.00038537208456546068 3.0698213138235498e-05 0.00015993627748684959 -0.00010892787457643345 0.00021432732429821043 0.00028762844206842907 1.7828920338517097e-06 0.00016425222586674085 -0.00032077716736239386 0.0001608811382143556 -0.00013867432446039113
leaf_weight=22 21 22 24 31 35 28 36 23 20 37 31 24 20 31 28 32 37 24 2244 20 39 20 35 25 21 83 21 20 23 44
leaf_count=22 21 22 24 31 35 28 36 23 20 37 31 24 20 31 28 32 37 24 2244 20 39 20 35 25 21 83 21 20 23 44
internal_value=0 -7.75188e-07 3.07924e-07 1.7438e-06 -7.57935e-05 -3.52663e-07 -5.71482e-05 4.56869e-05 1.40571e-06 0.000102828 -6.22732e-07 4.88968e-07 8.28336e-05 -8.16677e-07 5.27958e-07 2.97683e-06 -0.000100403 6.18234e-07 -1.79017e-06 7.14862e-05 0.000150927 3.10179e-07 -9.58709e-07 5.64436e-07 5.04713e-05 1.70464e-05 -2.2728e-05 -6.08501e-05 -3.10677e-06 -4.75525e-06
internal_weight=0 3100 3078 3021 57 2997 90 54 2907 57 2850 2819 44 2775 2744 2679 65 2647 2560 87 59 2536 2516 2481 170 149 124 103 2311 2288
internal_count=3121 3100 3078 3021 57 2997 90 54 2907 57 2850 2819 44 2775 2744 2679 65 2647 2560 87 59 2536 2516 2481 170 149 124 103 2311 2288
is_linear=0
shrinkage=0.1


Tree=2834
num_leaves=31
num_cat=0
split_feature=33 9 2 1373 150 49 150 151 2 484 49 1375 130 15 158 42 133 42 10 1366 49 13 457 15 0 15 14 151 0 150
split_gain=2.70177e-05 3.118e-05 0.000148969 2.68266e-05 4.29215e-05 0.000194287 3.46329e-05 0.00014311 0.000155455 3.1458e-05 0.000441483 0.000332068 0.000100335 0.00016952 8.89491e-05 9.19635e-05 0.000146477 9.53038e-05 5.03082e-05 4.814e-05 5.77649e-05 4.73898e-05 4.56998e-05 0.000134858 6.37468e-05 0.000139104 0.000150023 0.000276891 0.000131502 5.42892e-05
threshold=-0.044254999999999996 0.088235000000000022 -0.14451499999999998 -1.0000000180025095e-35 0.12820000000000001 -0.015259999999999998 0.11117000000000002 -0.075199999999999989 0.10644500000000001 0.091180000000000011 0.11236 -0.13067499999999996 -0.23123999999999997 -0.54354999999999987 0.10654500000000001 0.08623500000000002 0.085520000000000013 0.088200000000000014 -0.3960249999999999 -0.082084999999999991 -0.0060549999999999988 -0.077944999999999987 -0.08798499999999998 -0.081924999999999984 -0.15599999999999997 -0.13843999999999998 0.076975000000000002 -0.0096649999999999982 -0.23091999999999999 0.087170000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 9 8 -8 11 14 -5 -13 -14 15 16 -11 -17 -15 20 -20 -19 23 -21 25 28 27 -27 -24 -26
right_child=1 2 -4 4 5 -7 7 -9 -10 10 -12 12 13 18 -16 17 -18 21 19 22 -22 -23 24 -25 29 26 -28 -29 -30 -31
leaf_value=0.0001104273021072996 -0.00010045685541207116 3.527266614417551e-05 -0.00028844648456600097 -0.00037937010910473362 0.00027909582463857637 -0.00012985830880574039 -0.00012518635645894142 -0.00025223708480889736 0.00021887511276569662 -3.1953914391911598e-05 0.00042466201179754885 0.00022537821962032468 -0.00028947920402060844 0.00014688362195253529 0.00017199408016908407 0.00021710137620671463 -0.00031986756512196739 -0.00013254835239422393 -1.5378783500636929e-05 -0.00029884478244639472 0.00021943866053003482 7.5875850452575836e-05 -0.00022896106505262048 1.6651709575485473e-05 -4.9517030427171982e-06 2.3521131108282136e-05 -2.7049381631137487e-05 0.0004941724423515552 8.2828204293975671e-05 7.6916957375163162e-05
leaf_weight=22 26 44 21 23 26 21 29 27 24 67 26 20 20 24 22 22 24 24 20 20 22 20 24 42 2267 25 29 25 31 84
leaf_count=22 26 44 21 23 26 21 29 27 24 67 26 20 20 24 22 22 24 24 20 20 22 20 24 42 2267 25 29 25 31 84
internal_value=0 -7.83931e-07 -6.93135e-05 6.84237e-07 1.55846e-06 9.63716e-05 5.34912e-08 -6.48475e-05 3.06151e-05 1.85567e-06 3.96094e-05 -1.03653e-06 2.24341e-06 5.48501e-07 -1.632e-05 -4.27079e-05 -0.000107887 4.71604e-05 2.76838e-06 1.43244e-06 0.000107621 -3.78101e-05 -3.18608e-07 -8.51214e-05 1.7972e-06 6.88844e-05 0.000153898 0.000258847 -5.32253e-05 -2.02658e-06
internal_weight=0 3099 65 3034 3008 47 2961 80 53 2881 205 2676 2653 2633 179 157 91 66 2613 2589 42 44 2547 62 2485 134 79 50 55 2351
internal_count=3121 3099 65 3034 3008 47 2961 80 53 2881 205 2676 2653 2633 179 157 91 66 2613 2589 42 44 2547 62 2485 134 79 50 55 2351
is_linear=0
shrinkage=0.1


Tree=2835
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 130 10 12 10 15 9 9 46 0 147 1348 1348 16 50 43 52 3 484 474 471 1429 2 1447 1447 2 1456
split_gain=2.49631e-05 0.000216158 9.69207e-05 5.49768e-05 2.42714e-05 7.73869e-05 6.8223e-05 6.13976e-05 0.000197762 7.37658e-05 7.43947e-05 3.33493e-05 9.5205e-05 4.41159e-05 4.43416e-05 4.39651e-05 9.88986e-05 3.79262e-05 0.000130622 0.000166035 9.13635e-05 0.000200989 5.49385e-05 5.10837e-05 9.16799e-05 5.12712e-05 0.000202786 0.000335491 0.000158865 0.000150726
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.23647499999999996 -0.38124499999999995 -0.083994999999999986 -0.011559999999999999 -0.098289999999999975 0.08925000000000001 0.10629500000000001 0.10253500000000002 -0.26609999999999995 0.092070000000000013 0.085630000000000012 0.087660000000000016 -0.011734999999999997 -0.099524999999999988 -0.095049999999999982 -0.21968999999999997 -0.078084999999999988 -0.062219999999999991 -0.26322499999999993 -0.086614999999999984 0.11023000000000001 0.083935000000000023 -0.086359999999999978 -0.085709999999999995 0.084145000000000011 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 -6 8 -7 11 -11 12 -9 14 17 16 -15 18 -14 -20 -21 -22 -19 -24 25 26 -25 -28 -27 -29
right_child=1 4 -4 -5 5 7 -8 9 -10 10 -12 -13 13 15 -16 -17 -18 22 19 20 21 -23 23 24 -26 28 27 29 -30 -31
leaf_value=9.4673043019032448e-06 0.00032214159326117843 -0.00010963644977891818 -0.00021779751154826955 -0.00016171423606768561 1.1420990873981889e-05 -0.00025891427371283908 0.00026948808997985909 0.00020756635084663604 6.8158583063019531e-05 0.00025980551968545612 -3.3328828327025154e-06 -0.0001112998797974864 -0.0001614650714063001 -6.1608845002906905e-06 -0.0001358521418296732 -3.9990837994992037e-05 0.00030109022329270372 -0.0001347473279111 0.00036400672644958831 -0.00012576559687579942 0.00035300352625199593 -8.0449442865084057e-05 0.00014883009756555443 0.00025923692995396175 -0.00018413887976618886 0.00025715583376586441 -0.00042989908206003577 0.00018122222643475707 3.2237102690331118e-06 -3.5494913084959255e-05
leaf_weight=176 21 20 25 21 21 36 20 22 38 22 21 27 22 22 25 20 20 32 20 23 20 23 22 24 28 25 21 34 1698 572
leaf_count=176 21 20 25 21 21 36 20 22 38 22 21 27 22 22 25 20 20 32 20 23 20 23 22 24 28 25 21 34 1698 572
internal_value=0 2.47489e-06 -3.23184e-05 -8.78047e-06 1.42369e-07 9.1059e-07 0.000137307 -1.0746e-06 -9.09579e-05 1.35026e-06 0.000131296 -7.19251e-07 3.97725e-07 -1.32152e-06 -3.3178e-06 8.20395e-05 0.000140149 -2.02554e-06 5.59725e-05 0.000111596 3.51079e-05 0.000121157 -4.57594e-06 -2.85751e-06 -4.24682e-06 -2.12509e-06 -2.60334e-05 -3.69528e-05 6.90816e-06 -2.33359e-05
internal_weight=0 2899 222 197 2878 2858 41 2817 74 2743 43 2700 2673 2651 2589 62 42 2564 108 86 66 43 2456 2424 2402 2374 651 627 1723 606
internal_count=3121 2899 222 197 2878 2858 41 2817 74 2743 43 2700 2673 2651 2589 62 42 2564 108 86 66 43 2456 2424 2402 2374 651 627 1723 606
is_linear=0
shrinkage=0.1


Tree=2836
num_leaves=31
num_cat=0
split_feature=1429 156 1425 475 484 475 1371 13 51 4 475 475 150 475 157 475 472 456 3 12 474 157 132 1186 1185 1203 1 120 40 33
split_gain=3.09416e-05 7.99335e-05 7.27488e-05 3.11073e-05 0.00022313 0.000126198 0.000123724 0.000303382 5.95461e-05 6.55187e-05 4.84831e-05 0.000150711 0.000130748 6.36541e-05 0.000115161 8.06913e-05 5.42051e-05 6.84555e-05 0.000113596 0.000112454 4.97594e-05 0.000165105 3.45912e-05 0.000732813 0.000367939 0.000101312 5.24494e-05 8.0214e-05 0.000109803 3.39164e-05
threshold=0.12521000000000002 0.3248100000000001 0.095135000000000011 -0.085774999999999976 0.085790000000000019 -0.08663499999999999 0.083235000000000017 -0.082574999999999982 -0.11559499999999999 -0.03898999999999999 -0.010194999999999997 -0.048844999999999993 0.10418000000000001 -0.080004999999999979 -0.06482499999999998 -0.072689999999999991 -0.082054999999999975 0.089235000000000023 -0.084144999999999984 0.08493500000000001 0.023345000000000001 -0.089834999999999984 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.086700000000000013 0.16540500000000002 1.0000000180025095e-35 -0.24134999999999998 0.085305000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 10 -8 -1 -10 11 12 13 16 15 -15 -5 18 19 -18 22 -22 23 25 -24 -12 27 28 -26 -30
right_child=-2 -3 -4 6 -6 -7 7 -9 9 -11 20 -13 -14 14 -16 -17 17 -19 -20 -21 21 -23 24 -25 26 -27 -28 -29 29 -31
leaf_value=6.1009824022157988e-05 0.00012398241422488355 -0.00019523679788800935 0.00016098018170721066 -0.00010002611787058414 -0.00029475663608975777 0.00024318385803780986 0.00041872120997615402 -0.00010699091057869651 -0.00024127426222548821 -2.3744833516603752e-05 4.8238979381620419e-07 -0.00029878961289623045 -0.00020194640400244252 -7.2781791060129409e-05 -0.00026896576004219246 0.00017222114467585925 0.00014250887170954443 -7.9719504719832918e-05 0.00025817323604964521 -0.00014764605717077343 -2.7778428365739897e-05 0.0003271881863474846 -0.00040951695164866662 0.00058538512497431259 0.00023534268220373633 -0.00023832202743506058 0.00015164308952871183 -0.00015988786805293435 1.5857500567849518e-06 -9.496198943304842e-05
leaf_weight=43 20 21 28 20 29 20 23 21 20 45 159 21 34 41 20 20 34 22 35 22 38 20 22 22 20 20 23 31 2190 37
leaf_count=43 20 21 28 20 29 20 23 21 20 45 159 21 34 41 20 20 34 22 35 22 38 20 22 22 20 20 23 31 2190 37
internal_value=0 -7.99625e-07 5.26083e-07 -9.45973e-07 -4.42984e-05 1.24461e-05 1.40509e-06 0.000167813 -3.02832e-05 -9.0677e-05 -1.16312e-06 -4.15647e-05 -1.97836e-05 9.1582e-06 -6.07277e-05 7.54704e-06 5.17203e-05 7.85781e-05 0.000116848 2.85194e-05 3.04604e-06 9.46239e-05 9.41632e-07 4.074e-05 -2.50196e-06 -2.61997e-05 1.38953e-06 -1.27512e-07 2.07657e-06 -1.83211e-08
internal_weight=0 3101 3080 3052 157 128 2895 44 108 65 2851 269 248 214 81 61 133 113 91 56 2582 58 2524 201 2323 179 2301 2278 2247 2227
internal_count=3121 3101 3080 3052 157 128 2895 44 108 65 2851 269 248 214 81 61 133 113 91 56 2582 58 2524 201 2323 179 2301 2278 2247 2227
is_linear=0
shrinkage=0.1


Tree=2837
num_leaves=31
num_cat=0
split_feature=1429 156 156 475 2 475 157 475 3 484 1375 3 1372 150 147 2 48 448 483 481 13 481 484 1447 3 1456 1447 1447 1444 52
split_gain=2.50627e-05 6.47461e-05 6.88888e-05 3.31594e-05 7.96431e-05 4.21236e-05 4.2734e-05 3.97873e-05 0.000308775 0.000444373 0.000108009 0.000225204 0.000105702 5.94614e-05 3.82598e-05 0.000150349 4.4176e-05 4.69467e-05 6.32477e-05 5.06939e-05 0.000196066 0.000123786 0.000446473 5.23235e-05 0.000357256 0.000154739 5.47931e-05 6.05422e-05 6.19674e-05 4.76314e-05
threshold=0.12521000000000002 0.3248100000000001 0.14540500000000003 -0.10664 0.097605000000000011 -0.091889999999999986 0.11933000000000001 -0.085774999999999976 -0.087429999999999994 -0.081614999999999979 -0.15308499999999997 0.092670000000000016 -0.065504999999999994 0.12706500000000001 0.093875000000000014 0.10672500000000001 -0.088719999999999979 -0.083689999999999987 -0.47181499999999993 -0.15265499999999996 -0.081224999999999978 -0.086484999999999992 -0.081614999999999979 -0.085684999999999997 -0.085709999999999995 0.085275000000000004 -0.084334999999999979 -0.082824999999999982 -0.050539999999999995 0.085815000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 8 -7 -10 11 -9 -12 14 16 -16 -14 -18 -19 20 -20 22 -21 24 -23 29 -25 -28 -29 -26
right_child=-2 -3 -4 5 -6 6 -8 10 9 -11 12 -13 13 -15 15 -17 17 18 19 21 -22 23 -24 26 25 -27 27 28 -30 -31
leaf_value=1.9696449251366884e-05 0.00011158417095430196 -0.00017571311355346728 0.0001809742246266632 0.00013857152979736303 -0.00021547945343627364 0.00020742715214146302 0.00012048685377271012 0.0003076606933518633 0.00010993081779729221 -0.00051405279588652777 -0.00018901135248294547 -0.00012009854079224169 0.00010414538985060063 0.00013113791963619673 -0.0002889440455130005 3.9546715074690938e-05 -0.00014398241492808272 0.00015177552769374519 -0.00033646518044406549 -7.9238412854465434e-05 0.00010102486093750312 -0.00039064149512411792 0.00052305658613477129 0.00013837965187641594 5.5924010230228315e-05 0.00027974109245406 -0.00014116652600932867 0.00016283613312541843 -2.1074105471862831e-06 -0.00015508548392023408
leaf_weight=36 20 21 21 22 24 25 29 32 21 25 30 20 40 34 22 38 23 27 20 32 21 26 20 28 20 20 31 23 2347 23
leaf_count=36 20 21 21 22 24 25 29 32 21 25 30 20 40 34 22 38 23 27 20 32 21 26 20 28 20 20 31 23 2347 23
internal_value=0 -7.19666e-07 4.73472e-07 -7.65664e-07 -7.43739e-05 7.06992e-07 -3.11826e-07 -1.50014e-06 -7.5452e-05 -0.000229191 3.24877e-07 0.000143138 -2.30389e-06 -2.99879e-07 -1.91845e-06 -8.08999e-05 -1.6396e-07 -1.73193e-06 -4.91689e-07 -2.06626e-06 -0.000112385 -3.06317e-07 0.000152414 -3.46018e-06 -7.87679e-05 4.99418e-05 -7.00862e-07 -2.32279e-06 -5.06693e-07 -5.69415e-05
internal_weight=0 3101 3080 3059 60 2999 2977 2948 71 46 2877 52 2825 2795 2761 60 2701 2661 2638 2611 41 2570 52 2518 89 63 2429 2401 2370 43
internal_count=3121 3101 3080 3059 60 2999 2977 2948 71 46 2877 52 2825 2795 2761 60 2701 2661 2638 2611 41 2570 52 2518 89 63 2429 2401 2370 43
is_linear=0
shrinkage=0.1


Tree=2838
num_leaves=31
num_cat=0
split_feature=1429 156 1429 1429 3 1428 52 155 12 475 157 13 157 1371 42 2 151 148 447 457 15 15 49 34 34 9 51 0 51 51
split_gain=2.9598e-05 0.000107711 3.04939e-05 7.79062e-05 8.912e-05 5.38652e-05 5.34898e-05 5.78995e-05 4.58298e-05 3.66362e-05 6.79111e-05 0.000297561 0.00018633 0.000116107 0.000247497 9.0124e-05 6.1368e-05 4.01777e-05 6.69963e-05 4.30648e-05 9.66565e-05 8.48189e-05 5.1239e-05 8.85538e-05 0.000159283 9.00622e-05 7.67865e-05 8.72676e-05 6.0508e-05 0.000212121
threshold=-0.23752499999999996 0.32523500000000005 -0.07700499999999999 -1.0000000180025095e-35 -0.076969999999999997 0.092095000000000024 -0.56368999999999991 0.12169000000000001 0.085110000000000005 0.051590000000000004 -0.087424999999999989 -0.085384999999999975 -0.086394999999999986 0.083235000000000017 0.084145000000000011 0.095195000000000016 -0.5413699999999998 -0.10069499999999999 0.094580000000000011 0.09228500000000002 -0.026084999999999994 -0.086254999999999984 -0.0087849999999999977 -0.057544999999999992 -0.083689999999999987 0.091905000000000014 -0.079189999999999983 -0.089964999999999976 0.092545000000000016 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 8 -5 9 -2 10 11 -8 -12 16 -15 -13 -14 -18 19 22 21 -21 26 24 -24 -25 27 -19 29 -28
right_child=1 -3 3 6 -6 -7 7 -9 -10 -11 12 15 13 14 -16 -17 17 18 -20 20 -22 -23 23 25 -26 -27 28 -29 -30 -31
leaf_value=-0.00011558029231805864 9.4763367330112183e-05 0.00023213886423036458 0.0002754291628000581 0.00012005224916720181 -3.2146607130319662e-06 -0.00019097749255192671 -0.00038094896654365586 -0.00014318675231810756 -9.0634393103149099e-05 0.00010201109584800981 0.00027778003635224499 0.00014090536622626877 0.00016311137445407676 -0.00040886266700302558 8.2669388575595804e-05 -9.6544760655829559e-05 0.00012277198273715419 -1.04257398925256e-05 -0.0001507376651049223 9.6619138594178375e-05 0.000221655493149748 -0.0001584494199712274 -1.4327508132041926e-05 2.442305184924069e-06 0.00032214789777450887 -0.00015290156412734897 -2.9881843633959014e-05 -0.00029604119876951347 -0.00014269584615047076 0.00030066854879329361
leaf_weight=22 24 20 22 36 24 23 25 29 30 34 24 33 23 21 20 31 26 20 30 32 28 22 34 2089 24 38 257 23 36 21
leaf_count=22 24 20 22 36 24 23 25 29 30 34 24 33 23 21 20 31 26 20 30 32 28 22 34 2089 24 38 257 23 36 21
internal_value=0 8.20516e-07 -6.82039e-07 9.11791e-07 0.00013005 -6.28207e-05 -1.0978e-06 -2.59143e-06 -8.23539e-06 -1.1811e-06 -2.40915e-06 -8.83903e-05 3.55418e-07 -2.07104e-06 -0.000169091 2.58905e-05 4.62377e-07 -9.33491e-07 -2.14538e-06 -4.46531e-07 7.08815e-05 -7.29768e-06 -2.74743e-06 2.99136e-06 0.000124904 -3.32997e-07 -3.78714e-05 -0.000163197 -2.07091e-05 -4.91221e-06
internal_weight=0 3099 3079 3002 46 77 2956 2920 54 2891 2857 89 2768 2744 41 64 2703 2680 2654 2624 82 54 2542 2185 58 2127 357 43 314 278
internal_count=3121 3099 3079 3002 46 77 2956 2920 54 2891 2857 89 2768 2744 41 64 2703 2680 2654 2624 82 54 2542 2185 58 2127 357 43 314 278
is_linear=0
shrinkage=0.1


Tree=2839
num_leaves=31
num_cat=0
split_feature=367 39 132 50 394 1203 2 12 3 400 394 1429 156 129 147 1 147 1429 147 1428 1373 1374 0 0 0 403 0 3 3 3
split_gain=2.95827e-05 4.72705e-05 4.29207e-05 0.000747249 0.000336936 0.000166485 5.41772e-05 5.67104e-05 5.39482e-05 3.11659e-05 4.8249e-05 2.76023e-05 8.72551e-05 2.70101e-05 2.60063e-05 0.000150662 6.81243e-05 3.19783e-05 3.12405e-05 2.98408e-05 2.65841e-05 3.50249e-05 3.96964e-05 0.000254221 0.000105051 0.000185819 0.000176341 8.43516e-05 0.000190972 0.00013203
threshold=-0.0098099999999999975 -0.020804999999999994 -0.083284999999999984 0.10450500000000001 0.11233000000000001 0.089480000000000018 0.10559 0.11351500000000002 -0.073309999999999986 -0.016164999999999995 -0.0074349999999999998 -0.23752499999999996 0.32523500000000005 -0.08133 0.095485000000000014 0.10781 0.090335000000000013 -0.12066499999999998 0.08845500000000002 -0.070379999999999984 -1.0000000180025095e-35 -0.08070999999999999 -0.087634999999999977 -0.087974999999999984 -0.087414999999999979 -0.55683499999999986 -0.087184999999999985 -0.082234999999999989 -0.082794999999999994 -0.07359499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 11 6 7 8 9 10 -3 -4 13 -13 16 -16 17 -15 19 -19 -21 -22 23 27 -24 -26 -27 28 -23 -29
right_child=1 2 4 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 14 15 -17 -18 18 -20 20 21 22 24 -25 25 26 -28 29 -30 -31
leaf_value=8.8885001113757849e-05 -0.00012598056204296882 -8.0109314643777912e-05 -0.00011709683098160895 0.0006252676060785234 -0.00039290670882275499 -0.00029010596495936624 0.00014200124824128579 -0.00016628202109131963 0.00016125895143930045 -8.5068492588993079e-05 9.7854633191346728e-05 9.0645687060941787e-05 0.00020892499247565866 -0.0001188478899522401 0.00025240503592067397 -6.3684544061528111e-05 -0.00014390242551384931 0.00010512944617613147 0.00011314992510354689 -0.00010729626398339558 0.00010408982277787742 9.4931031105761047e-06 0.00023378304200377898 -0.00035612574545005124 -0.00029974937100632818 0.00030203326154151002 3.280453465849681e-06 -0.00010477525519993899 0.00032331973821523468 3.6141213018192277e-07
leaf_weight=37 30 25 20 20 22 20 28 20 21 39 39 32 20 23 25 38 34 26 24 24 31 253 20 22 20 20 1629 179 21 359
leaf_count=37 30 25 20 20 22 20 28 20 21 39 39 32 20 23 25 38 34 26 24 24 31 253 20 22 20 20 1629 179 21 359
internal_value=0 -1.06638e-06 1.60679e-07 4.3566e-05 -3.07716e-06 -1.70279e-05 1.47253e-05 -1.00227e-05 1.51804e-05 -1.46027e-05 2.83375e-05 -3.59329e-08 8.00216e-07 -6.97084e-07 -1.76076e-06 6.17478e-05 -3.2509e-06 -1.447e-06 -4.19515e-07 -1.46624e-06 -2.54129e-06 -1.55691e-06 -2.85498e-06 -2.07054e-05 5.95926e-06 3.2292e-06 6.9039e-06 -1.16177e-05 3.35455e-05 -3.4619e-05
internal_weight=0 3084 3054 212 2842 192 172 144 124 103 64 2820 2800 2780 2748 63 2685 2651 2628 2604 2578 2554 2523 834 1689 1669 1649 812 274 538
internal_count=3121 3084 3054 212 2842 192 172 144 124 103 64 2820 2800 2780 2748 63 2685 2651 2628 2604 2578 2554 2523 834 1689 1669 1649 812 274 538
is_linear=0
shrinkage=0.1


Tree=2840
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 1212 401 401 42 1209 402 1209 42 130 130 16 42 49 43 1 483 2 394 390 129 159 159 159 159 158 484
split_gain=3.05563e-05 0.00025185 8.12222e-05 5.31131e-05 2.45071e-05 3.10787e-05 4.33322e-05 0.000129864 7.65675e-05 0.000296588 0.00013077 3.18259e-05 8.61781e-05 8.81236e-05 0.000222877 8.72449e-05 0.000110813 9.11636e-05 7.69794e-05 6.40785e-05 4.6041e-05 4.24783e-05 9.61611e-05 4.20207e-05 4.63634e-05 8.93216e-05 7.2432e-05 7.0339e-05 6.06054e-05 6.00109e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 0.16029000000000002 0.13699500000000003 0.11769000000000002 0.089245000000000005 -0.084519999999999984 -0.0078149999999999973 -0.069599999999999981 -0.095859999999999987 -0.0092949999999999994 0.088805000000000009 -0.083134999999999987 -0.11051499999999999 0.10000000000000002 -0.24021999999999996 0.092390000000000014 -0.47356499999999996 0.085955000000000018 -0.12099999999999998 0.090205000000000007 0.10412500000000001 -0.10909999999999999 -0.092414999999999983 -0.088129999999999986 -0.085179999999999992 0.13509500000000002 -0.096419999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 8 -8 9 -3 -10 12 -12 14 -14 16 17 -15 20 -13 -16 -21 23 24 29 -26 -27 -28 -29 -23
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leaf_value=4.6635183750993618e-06 0.0003477889337643449 7.5262060460274034e-05 -0.00021813082398280546 -0.00014613985329527135 0.00011053077294491231 -0.00011632604886393022 0.00028391587723717747 -7.6450324449979241e-05 0.00024401305537057025 -0.00041146752690630298 -0.00012478682576078554 -0.00017388850260017949 0.00037916879496501335 9.0777688316078493e-06 0.00021914915899287737 0.0001833979823277332 0.00012523006077390166 -0.00024675580088417824 -0.00012515078052880807 0.00013915288020923202 9.510821109870449e-06 9.8471361707197505e-05 -0.00021675014393709023 0.00014251152255383205 0.00015956444195970628 -0.00017798478473433416 0.00015788378851928949 -3.3264488660920043e-06 0.00016739634884288535 -7.0329009532690904e-05
leaf_weight=173 21 31 22 27 20 23 20 20 22 21 29 22 26 26 20 20 25 30 21 21 22 24 21 20 35 23 28 2115 21 172
leaf_count=173 21 31 22 27 20 23 20 20 22 21 29 22 26 26 20 20 25 30 21 21 22 24 21 20 35 23 28 2115 21 172
internal_value=0 2.73814e-06 -3.57562e-05 -1.56949e-05 2.20398e-07 -5.51543e-07 3.87721e-07 0.000103733 -1.09128e-06 -0.000121302 1.18759e-06 -7.75713e-07 3.57794e-05 6.02869e-05 0.000132836 -3.64298e-06 -4.98259e-05 -0.000127976 3.11755e-05 -3.97538e-06 0.000109339 -2.46809e-06 -3.67754e-06 -1.84221e-06 -3.0362e-06 1.07639e-06 -1.46e-06 4.16188e-07 -1.64799e-06 -4.96596e-05
internal_weight=0 2899 222 200 2878 2858 2835 40 2795 52 2743 2721 219 190 89 101 81 56 63 2502 42 2480 2459 2438 2418 2222 2187 2164 2136 196
internal_count=3121 2899 222 200 2878 2858 2835 40 2795 52 2743 2721 219 190 89 101 81 56 63 2502 42 2480 2459 2438 2418 2222 2187 2164 2136 196
is_linear=0
shrinkage=0.1


Tree=2841
num_leaves=31
num_cat=0
split_feature=1446 1429 156 12 1425 471 475 52 475 151 3 151 15 52 1429 1373 457 0 34 16 12 12 12 12 12 47 0 2 0 1
split_gain=2.58336e-05 3.6511e-05 8.99708e-05 8.8231e-05 6.24463e-05 4.31384e-05 4.64104e-05 2.92226e-05 0.000149685 0.00011688 0.000159492 0.000105922 0.000141779 9.29643e-05 0.000261855 0.000126657 0.00021131 0.00012732 8.80166e-05 0.000169043 8.8403e-05 0.000578362 0.000481914 0.000263301 0.00016382 0.000160963 0.000588829 0.000246046 0.000292662 0.000787108
threshold=0.11655500000000001 0.11475 0.3248100000000001 0.093765000000000015 0.095135000000000011 0.094575000000000006 0.068270000000000011 -0.015539999999999998 -0.085734999999999992 -0.15747499999999998 -0.028564999999999997 -0.08422499999999998 -0.042209999999999991 -0.026204999999999996 0.083725000000000008 1.0000000180025095e-35 -0.083209999999999992 -0.23091999999999999 -0.057544999999999992 -0.40995499999999996 0.083715000000000026 0.083985000000000018 0.082480000000000012 0.084535000000000013 0.084795000000000023 0.092165000000000011 -0.10224499999999999 0.10559 -0.099059999999999995 0.079415000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 7 13 -9 10 -10 12 -11 15 -15 17 -17 -1 19 -13 22 -22 25 -23 -25 27 -27 28 29 -20
right_child=-2 3 -4 -5 -6 -7 -8 8 9 11 -12 18 -14 14 -16 16 -18 -19 20 -21 21 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00026337173665524465 -8.3061975640924397e-05 -4.6534566322604763e-05 -0.00021172601846046747 0.00023358386791766286 0.00014971813527933723 -0.00012169022344911856 0.00010053180283885805 0.00021746985594015288 -0.00034850325953977358 2.4685208021814155e-05 3.6782232512320793e-05 -9.8409753814904082e-06 0.00035515205006959156 -3.7593659891916269e-06 -0.000411968780760865 -6.1795102592441257e-05 0.00039789010710592263 -8.0042800892642394e-06 -1.7384184229740639e-05 0.0003585970793210436 0.00050736114986331968 -0.00025784298015519441 -0.00040954088344182258 0.00024014776732656174 3.792606362569644e-06 -0.00051011515315622089 9.1301394848681121e-05 -6.6606483629685608e-05 -2.833723017994833e-05 0.00067390948170213964
leaf_weight=20 37 23 20 22 28 29 46 33 22 37 21 33 20 55 22 20 20 820 40 20 23 38 33 30 1303 27 41 144 66 28
leaf_count=20 37 23 20 22 28 29 46 33 22 37 21 33 20 55 22 20 20 820 40 20 23 38 33 30 1303 27 41 144 66 28
internal_value=0 9.96525e-07 -3.27498e-07 9.04122e-05 1.07296e-06 -3.18574e-07 8.69737e-07 -7.02435e-07 6.29445e-06 2.67618e-06 -0.000160341 6.39881e-06 0.000140638 -1.50252e-05 -0.000120391 -5.80573e-06 0.000168048 -1.40845e-05 2.20842e-06 0.000129192 -1.58749e-06 1.00556e-05 -4.44119e-05 1.71274e-06 9.11193e-06 -9.58741e-06 -0.000147496 2.41457e-05 0.00012167 0.000267266
internal_weight=0 3084 3039 45 3019 2991 2962 2916 1959 1926 43 1883 57 957 77 880 40 840 1826 53 1773 1394 379 1371 1333 346 68 278 134 68
internal_count=3121 3084 3039 45 3019 2991 2962 2916 1959 1926 43 1883 57 957 77 880 40 840 1826 53 1773 1394 379 1371 1333 346 68 278 134 68
is_linear=0
shrinkage=0.1


Tree=2842
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 402 402 402 12 12 481 4 133 402 43 390 401 401 402 15 1 40 402 403 375 4 4 474 1456 1452 1420
split_gain=2.60503e-05 0.000201943 7.10196e-05 6.65738e-05 2.57552e-05 2.98919e-05 3.18516e-05 7.47972e-05 8.63075e-05 3.88282e-05 0.000237851 0.00012977 0.000119674 0.000117743 8.12435e-05 2.98476e-05 4.43278e-05 3.10978e-05 7.1055e-05 4.92344e-05 5.41974e-05 4.25405e-05 7.34319e-05 5.41705e-05 3.84694e-05 0.000130914 9.01074e-05 6.59485e-05 6.49137e-05 7.40808e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.31278000000000006 0.13924000000000003 0.11232500000000002 0.091930000000000012 0.087215000000000015 -0.087424999999999989 -0.050494999999999991 0.086910000000000015 0.10645 -0.077319999999999986 0.088485000000000008 0.10947000000000001 0.099015000000000006 0.094750000000000015 0.082685000000000022 0.16540500000000002 -0.24452499999999996 0.088375000000000023 -0.081904999999999992 0.083605000000000013 0.056795000000000005 0.058735000000000009 -0.26322499999999993 0.092265000000000014 -0.069739999999999983 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 9 8 -8 10 -3 13 14 -12 15 16 17 19 -19 20 -11 23 -23 24 26 -26 -22 -27 -28 -30
right_child=1 4 -4 -5 -6 -7 7 -9 -10 12 11 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 -24 -25 25 27 28 -29 29 -31
leaf_value=7.2144955993280753e-06 0.00031150527134914661 -0.00030330485100860425 -0.00019178738887421789 -0.0001811586241404127 0.00011061361105281062 -9.5160399878020132e-05 0.00014523494086461143 0.0001942496268644131 -0.00012884434752912191 -0.00015951019690657546 8.25259832199663e-05 0.00022578598072868773 0.0001933141317067566 -0.00024300184290041219 -0.00020202666655677604 -0.00010239314869977535 0.00013668232913914837 2.9816719376997628e-05 -0.00020739683009394312 0.0001579877494594939 -0.00018344429034706472 0.00023996622912818568 -2.7771594995144932e-05 -0.00015980018500461786 0.00027585471078054983 2.323155101267091e-05 -0.00016960352096129615 -0.00014008020026757062 -2.7982410607424371e-06 0.00018184152815427462
leaf_weight=176 21 29 25 21 21 33 20 28 27 21 25 24 32 20 20 28 24 28 23 20 28 20 21 21 20 505 23 26 1769 22
leaf_count=176 21 29 25 21 21 33 20 28 27 21 25 24 32 20 20 28 24 28 23 20 28 20 21 21 20 505 23 26 1769 22
internal_value=0 2.5282e-06 -3.30147e-05 -1.28659e-05 2.7368e-07 -5.37359e-07 5.68364e-07 6.48652e-05 -1.22149e-05 -1.18582e-06 -6.29986e-05 3.79997e-05 1.09922e-06 -6.21531e-05 -1.24934e-06 2.95696e-07 1.41405e-06 1.39437e-07 -7.71619e-05 1.71891e-06 4.56644e-07 1.825e-06 0.000102832 1.09462e-07 1.51276e-06 2.4695e-05 -5.42177e-06 1.52351e-05 -2.6739e-06 -5.30193e-07
internal_weight=0 2899 222 197 2878 2857 2824 75 47 2749 98 69 2651 45 2619 2599 2571 2547 51 2496 2476 2455 41 2414 2393 551 1842 531 1814 1791
internal_count=3121 2899 222 197 2878 2857 2824 75 47 2749 98 69 2651 45 2619 2599 2571 2547 51 2496 2476 2455 41 2414 2393 551 1842 531 1814 1791
is_linear=0
shrinkage=0.1


Tree=2843
num_leaves=31
num_cat=0
split_feature=40 130 42 15 132 15 1204 15 1456 1456 394 15 1212 15 3 3 13 1213 15 16 15 15 3 0 3 3 4 4 131 13
split_gain=2.89109e-05 9.08762e-05 8.65595e-05 2.97673e-05 0.000205571 0.000883538 0.000632547 0.00016561 0.000108799 0.000281461 0.000104558 0.000128638 0.000106923 0.000168171 0.000386952 0.000225008 0.000212997 0.000153262 0.000142941 0.000106092 0.000718826 9.44394e-05 8.69777e-05 0.000118266 7.31906e-05 0.000188487 0.000130576 0.000216728 0.00018109 0.000367552
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.087575000000000014 -0.083284999999999984 0.092400000000000024 -0.078604999999999994 0.087260000000000018 0.091180000000000011 0.04871000000000001 0.0016050000000000003 0.088060000000000013 -0.089544999999999986 0.089740000000000014 -0.085854999999999987 -0.080884999999999985 -0.0090849999999999976 -0.16396999999999998 0.090750000000000011 -0.078844999999999985 0.093115000000000017 0.093115000000000017 -0.075634999999999994 -0.094654999999999975 -0.082334999999999978 -0.078344999999999984 -0.07168999999999999 -0.076229999999999978 0.08956500000000002 -0.078944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 -5 -6 -3 9 10 11 -8 17 14 16 -16 -14 -13 -15 20 -20 -21 23 -22 -23 -26 27 -27 29 -28
right_child=1 2 -4 4 6 -7 8 -9 -10 -11 -12 12 13 18 15 -17 -18 -19 19 21 22 24 -24 -25 25 26 28 -29 -30 -31
leaf_value=0.0001198449532421364 -0.00020329280993213285 -3.7516814820275061e-06 0.0001898441928384879 0.00071912212835741236 -0.00055108169370214459 -0.00017260865186108278 0.00021156401121515957 -0.0002734365875885883 0.00021250159001543319 -0.00033241897310843976 0.00024870085224392829 -2.5829804104028479e-05 0.00031858373549766841 0.00020280378666939216 -0.00058949208265403298 -0.000139484555227682 -0.00012328395241638647 0.00031433263424192917 -0.00058007612090517325 0.00016875067286448378 -1.9253220869524574e-05 -9.6478615375451273e-05 -6.7235490882233017e-05 0.00030505759174917805 0.00027060259411067314 1.951175758143148e-05 0.00050534194812089915 -0.00034628297813469548 -0.00013661656847679913 1.099973736893175e-05
leaf_weight=20 22 2282 24 20 20 25 32 23 28 23 20 27 20 38 20 25 24 26 23 42 22 54 33 23 29 46 21 25 31 53
leaf_count=20 22 2282 24 20 20 25 32 23 28 23 20 27 20 38 20 25 24 26 23 42 22 54 33 23 29 46 21 25 31 53
internal_value=0 -7.72942e-07 6.74099e-07 -8.12017e-07 1.64929e-05 0.000223716 3.26587e-06 -6.44268e-06 1.94512e-05 1.12238e-05 2.36903e-05 1.6361e-05 5.62818e-06 -7.93883e-06 -0.000133304 -0.000339488 7.7565e-05 0.000141042 1.74192e-05 -1.04702e-07 -8.87898e-05 2.96534e-05 5.60767e-05 0.000146506 7.0971e-06 3.43805e-05 -4.5425e-06 -0.000109289 6.62862e-05 0.000151286
internal_weight=0 3101 3079 3055 750 45 705 2305 685 657 634 614 582 529 89 45 44 53 440 402 101 301 78 45 259 205 176 71 105 74
internal_count=3121 3101 3079 3055 750 45 705 2305 685 657 634 614 582 529 89 45 44 53 440 402 101 301 78 45 259 205 176 71 105 74
is_linear=0
shrinkage=0.1


Tree=2844
num_leaves=31
num_cat=0
split_feature=130 40 120 10 1 0 1 33 15 45 142 52 52 52 13 13 15 43 1 43 133 16 2 0 42 12 43 13 42 12
split_gain=3.06676e-05 4.28354e-05 4.97723e-05 3.07932e-05 0.000164401 0.000107441 5.57487e-05 5.37181e-05 3.04376e-05 3.51129e-05 5.58309e-05 3.87907e-05 0.000353056 0.000292039 0.00015609 0.00015817 0.000289211 0.000124049 0.000200613 0.000146755 0.000109086 0.000104531 0.000136666 0.000390866 0.000263319 0.00014815 0.000203164 0.000203535 0.000104492 0.00011746
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.011559999999999999 0.093400000000000025 -0.094299999999999981 0.13820500000000002 -1.0000000180025095e-35 0.23208000000000004 0.094030000000000016 -1.0000000180025095e-35 0.096795000000000006 0.10160000000000001 0.10611000000000001 -0.097224999999999992 -0.085669999999999982 -0.03241999999999999 -0.082689999999999986 0.085475000000000009 -0.079584999999999975 -0.054584999999999995 -0.072359999999999994 0.083995000000000014 -0.082394999999999982 0.090395000000000017 0.09202500000000001 0.055925000000000009 -0.050064999999999991 0.088575000000000015 0.094070000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -5 9 10 -9 -12 -13 -14 20 16 -16 18 28 -19 -15 -21 24 -24 -23 -25 27 -27 29 -17
right_child=1 2 -4 7 5 6 -8 8 -10 -11 11 12 13 14 15 17 -18 19 -20 21 -22 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.0001150456009386487 -0.00014672889827124891 -0.00030449320800558089 0.00014996723844391951 0.00014132241334731657 0.0001641932145315062 1.4229535332156553e-06 -0.00020680784546129872 0.00015860606092081239 0.00011957888325144137 -0.00010541924432345696 4.5517275625846592e-06 -0.00035850863697608776 0.00026911008236412374 -4.0404667062988588e-05 -2.6466416320545248e-05 0.00026799192841281183 -0.00046556439726070194 -0.00030725838649751886 0.00035233603418982103 -0.00012450457495084943 0.0002399449230038694 -0.00033336591511434906 0.00042461598398222121 -0.00026146278421947501 6.2398054596997097e-05 -0.00022305690172288453 0.00028509137930541332 0.00018360316316829995 -0.00017465498172184555 -5.7145189784932882e-05
leaf_weight=23 20 21 22 27 29 36 20 22 21 32 2274 30 36 23 40 20 24 21 21 86 35 29 25 20 40 32 24 20 23 25
leaf_count=23 20 21 22 27 29 36 20 22 21 32 2274 30 36 23 40 20 24 21 21 86 35 29 25 20 40 32 24 20 23 25
internal_value=0 -8.54112e-07 9.37428e-08 -9.85189e-07 -5.39404e-05 7.96085e-06 -7.29452e-05 9.17609e-07 -3.79322e-07 -1.24739e-06 -8.58885e-08 -1.31174e-06 -2.45409e-05 -6.12353e-06 -2.56283e-05 -4.55287e-05 -0.000191128 -2.13879e-05 8.21708e-05 -5.24206e-05 0.000128772 -3.30308e-05 8.37311e-06 7.2418e-05 -0.000103938 -1.93002e-05 4.44268e-05 -6.66492e-05 -1.26258e-06 8.73602e-05
internal_weight=0 3098 3078 3056 106 85 56 2950 2923 2902 2870 2848 574 544 508 450 64 386 89 297 58 276 190 121 69 96 76 52 68 45
internal_count=3121 3098 3078 3056 106 85 56 2950 2923 2902 2870 2848 574 544 508 450 64 386 89 297 58 276 190 121 69 96 76 52 68 45
is_linear=0
shrinkage=0.1


Tree=2845
num_leaves=31
num_cat=0
split_feature=1209 40 130 121 33 47 47 9 3 393 47 131 131 131 131 13 160 3 130 16 13 13 131 160 159 160 1452 482 484 1447
split_gain=2.87752e-05 2.80616e-05 8.06122e-05 7.34645e-05 3.40193e-05 3.06778e-05 0.000193902 0.000161231 0.000399981 5.77208e-05 5.02667e-05 5.30653e-05 5.95342e-05 9.58225e-05 0.000248798 0.000173316 0.000437728 0.000123314 5.73586e-05 9.12386e-05 8.13103e-05 0.000169706 5.3976e-05 5.35214e-05 0.00023919 0.000232933 6.29921e-05 8.3233e-05 7.66062e-05 6.01809e-05
threshold=-0.14444499999999996 -0.24620999999999996 -0.22699999999999995 -0.085749999999999979 -0.012019999999999998 0.094160000000000008 0.096850000000000006 0.088235000000000022 -0.13309499999999996 0.12765500000000005 0.091340000000000018 0.13767000000000004 0.10488000000000001 0.089415000000000008 0.088495000000000004 -0.081029999999999977 -0.077609999999999985 -0.076669999999999988 0.089120000000000019 -0.085254999999999984 -0.074044999999999986 -0.0097949999999999982 0.096490000000000006 -0.55248999999999981 -0.025879999999999997 -0.54512499999999997 -0.073879999999999987 0.11562500000000002 0.17417500000000002 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 9 -9 10 11 12 13 14 23 16 -15 22 19 -14 -21 -22 -17 24 -6 -25 -27 28 29 -28
right_child=1 2 3 4 5 6 -8 8 -10 -11 -12 -13 18 15 -16 17 -18 -19 -20 20 21 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.00011956343681958972 0.00011729785350325985 -0.00019227373512959193 0.00018622878345749564 -0.0001132029271469003 -0.00036817065651121087 0.00027544063651193626 4.155567314809458e-06 0.00012127305714481434 -0.00043506251540748053 0.00015724348170055157 0.00015606073051458228 -0.00015430367658036235 0.00026435341314936525 -0.00055714849839442538 0.00034224771689401849 5.0489062115770935e-06 4.4402806088328363e-06 0.00018692675375160225 -7.1299505200133554e-05 -0.00010068639004640756 0.00027701854047160353 -4.0173052110657338e-05 -0.00017888351789291916 0.00032238835172558378 0.00010007900042789214 -0.00018128947238437831 7.7299262904509747e-05 0.00016527614277257619 -0.00017588616468016812 -6.7156294447065807e-06
leaf_weight=20 20 22 21 27 20 29 288 24 28 23 20 23 24 23 21 39 35 26 27 27 31 37 27 22 24 20 89 29 26 2029
leaf_count=20 20 22 21 27 20 29 288 24 28 23 20 23 24 23 21 39 35 26 27 27 31 37 27 22 24 20 89 29 26 2029
internal_value=0 -7.71144e-07 -1.53758e-06 -1.65823e-07 -1.45427e-06 -4.52202e-07 2.89734e-05 -3.91468e-06 -0.000178292 -4.82575e-07 -1.86772e-06 -3.08302e-06 -1.73284e-06 -5.45919e-06 -3.65777e-07 -8.28791e-05 -0.000218259 2.469e-06 6.02879e-05 9.01439e-05 4.6133e-05 0.000104429 -7.01962e-05 -3.55076e-06 -0.000112762 -1.38133e-06 -4.62937e-06 -3.00341e-06 -5.27958e-06 -3.18526e-06
internal_weight=0 3101 3081 3059 3038 3011 317 2694 52 2642 2619 2599 2576 2430 2280 150 58 92 146 119 95 68 66 2259 44 2215 2193 2173 2144 2118
internal_count=3121 3101 3081 3059 3038 3011 317 2694 52 2642 2619 2599 2576 2430 2280 150 58 92 146 119 95 68 66 2259 44 2215 2193 2173 2144 2118
is_linear=0
shrinkage=0.1


Tree=2846
num_leaves=31
num_cat=0
split_feature=130 40 15 482 33 9 4 15 15 15 52 15 12 50 42 0 1213 15 1213 1456 484 160 1455 403 12 133 1213 15 13 13
split_gain=3.19273e-05 4.08193e-05 4.65539e-05 7.06389e-05 3.70781e-05 4.38115e-05 0.000595399 0.000430757 2.91157e-05 0.000236249 0.000391892 9.03842e-05 0.000138988 9.78143e-05 0.000157525 0.000258006 8.17127e-05 8.02264e-05 0.000119413 0.000104762 0.000137862 0.000149923 7.5338e-05 6.2755e-05 0.000195748 0.000135689 0.000131602 0.000120373 0.000102471 0.000272417
threshold=-0.23123999999999997 -0.24290999999999999 -0.5556049999999999 0.087425000000000017 -0.012019999999999998 0.085555000000000006 0.053180000000000012 -0.41942499999999994 0.083195000000000005 0.050935000000000008 0.083680000000000018 0.084050000000000014 0.085785000000000014 0.096900000000000014 0.11603500000000001 -0.082394999999999982 0.50180500000000017 0.084370000000000014 0.17417500000000002 0.085790000000000019 -0.085604999999999987 0.26691500000000007 0.089840000000000017 0.08888500000000002 0.090345000000000023 -0.091869999999999993 -0.09280999999999999 0.084655000000000022 -0.089109999999999981 -0.086919999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 8 -7 -8 9 -6 -11 12 -10 16 15 -15 17 -13 19 20 21 -19 23 26 25 -25 -22 -28 -29 -30
right_child=1 2 4 -5 5 6 7 -9 11 10 -12 13 -14 14 -16 -17 -18 18 -20 -21 22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=0.00011738456373480047 -0.000143271910129954 -1.1043050501029938e-05 -0.00012524623368032433 0.00024109773665259129 -4.1448224754635642e-06 -0.00036871048956527375 -3.2237073866694814e-05 0.000600946011267793 0.00034622809398570102 2.2370164571419502e-05 -0.00056642021620064039 -0.00017759742178895978 -1.5805869797649968e-06 1.3225299153418747e-05 -7.036658993456513e-05 0.00042048576703694254 -0.00020521443977486342 0.0003700856190421508 0.00019686449687146852 -0.00016304645303021878 0.00020220658728195464 5.2447772443132559e-07 -0.00019659896555822344 -0.00034600498773466702 0.00010221245817471452 -2.8097903370507995e-05 0.00024175983271561565 -0.00013403942056482203 0.00030404559420903437 -1.068819987835068e-05
leaf_weight=23 20 25 24 20 1813 20 21 22 20 26 20 25 27 35 35 28 20 21 31 39 34 23 20 29 36 25 20 58 29 532
leaf_count=23 20 25 24 20 1813 20 21 22 20 26 20 25 27 35 35 28 20 21 31 39 34 23 20 29 36 25 20 58 29 532
internal_value=0 -8.71469e-07 5.38101e-08 0.00010102 -1.4442e-06 -4.56744e-07 8.20575e-05 0.000291717 -2.22131e-06 -9.82321e-06 -0.000233626 1.07796e-05 0.000146423 4.64951e-06 9.97312e-05 0.00019423 -5.24221e-06 -9.04421e-07 4.02013e-06 -2.88307e-06 4.66998e-06 0.000176906 -5.00867e-06 1.33557e-08 -7.84105e-05 -0.000198826 1.05009e-05 3.00642e-07 -7.50095e-06 5.58146e-06
internal_weight=0 3098 3078 45 3033 3009 63 43 2946 1859 46 1087 47 1040 98 63 942 922 897 866 827 44 783 763 90 54 673 639 619 561
internal_count=3121 3098 3078 45 3033 3009 63 43 2946 1859 46 1087 47 1040 98 63 942 922 897 866 827 44 783 763 90 54 673 639 619 561
is_linear=0
shrinkage=0.1


Tree=2847
num_leaves=31
num_cat=0
split_feature=132 394 1203 129 48 131 400 0 43 4 12 40 2 11 33 1 46 44 1428 52 1420 155 474 0 1447 4 16 1447 403 4
split_gain=2.7896e-05 0.000153956 8.89379e-05 2.80063e-05 2.7719e-05 4.11137e-05 4.32205e-05 3.44188e-05 4.45608e-05 3.22241e-05 2.80429e-05 2.66521e-05 5.46264e-05 3.16277e-05 5.60975e-05 3.93258e-05 3.61344e-05 4.8586e-05 3.8924e-05 3.49483e-05 3.55235e-05 9.58539e-05 4.20424e-05 5.91341e-05 3.71255e-05 0.000300547 0.000208724 0.000207578 0.000159645 0.000331764
threshold=-0.083174999999999985 0.11233000000000001 0.089005000000000015 -0.08133 0.086125000000000021 -0.076979999999999979 0.10931000000000002 -0.073309999999999986 -0.0065949999999999993 -0.085034999999999986 0.088435000000000014 -0.24620999999999996 0.31765000000000004 -0.011194999999999998 -0.012019999999999998 0.15618500000000002 0.10562000000000001 0.083555000000000018 -0.070379999999999984 0.62951500000000016 0.056520000000000008 0.14547000000000002 -0.090834999999999985 -0.064339999999999994 -0.086279999999999982 -0.085594999999999991 -0.020119999999999996 -0.085709999999999995 -0.54856499999999986 -0.081839999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 -1 7 8 9 -7 -10 -5 13 -13 -15 16 17 18 -16 20 21 22 23 -20 25 -24 -27 -26 29 -29
right_child=1 -3 -4 11 -6 6 -8 -9 10 -11 -12 12 -14 14 15 -17 -18 -19 19 -21 -22 -23 24 -25 27 26 -28 28 -30 -31
leaf_value=0.00012541122353771546 9.3726090955215124e-05 0.00027910705855902054 -0.00020426351855146803 0.00011468212829640834 -0.00010673523569354216 5.764383872156032e-05 -0.00013269162518554368 -0.00011002473693224602 2.5262240420228671e-05 -9.6079970971914009e-05 0.00018509441844957031 0.00010990229963611526 -0.00015138973617467855 -0.00015312890730759439 0.00010507310313793522 -0.00012198129017913464 0.00012922959649586119 -0.00014417256531052536 1.2250185402360961e-05 -0.00012512665783684826 -0.00012810112103969523 0.00020572583864281039 -0.00040301070817804434 -0.00020787325922118845 0.00031059484342470321 -9.1232827930690162e-05 0.00026187882239565418 -0.00047609694627767781 5.6497976977802623e-06 5.8303942653135611e-05
leaf_weight=24 32 20 27 20 26 25 26 20 21 30 23 26 24 24 36 26 22 23 26 22 21 23 20 23 22 47 26 21 2369 26
leaf_count=24 32 20 27 20 26 25 26 20 21 30 23 26 24 24 36 26 22 23 26 22 21 23 20 23 22 47 26 21 2369 26
internal_value=0 2.61623e-06 -3.41642e-05 6.95488e-07 -1.0612e-05 4.17614e-06 -1.58904e-05 9.62925e-06 3.38018e-05 -2.62055e-05 0.000108811 -3.50167e-07 -1.16398e-06 1.22293e-07 -9.05536e-07 4.21511e-07 1.58853e-06 5.50419e-07 1.79152e-06 3.86327e-07 1.43865e-06 2.48372e-06 6.71874e-07 -9.10731e-05 2.44805e-06 -5.95624e-05 3.4533e-05 4.8135e-06 2.02907e-06 -0.000180471
internal_weight=0 2899 222 2879 195 169 145 119 99 55 44 2847 2827 2803 2777 2753 2727 2705 2682 2646 2624 2603 2580 49 2531 93 73 2438 2416 47
internal_count=3121 2899 222 2879 195 169 145 119 99 55 44 2847 2827 2803 2777 2753 2727 2705 2682 2646 2624 2603 2580 49 2531 93 73 2438 2416 47
is_linear=0
shrinkage=0.1


Tree=2848
num_leaves=31
num_cat=0
split_feature=33 34 104 9 4 33 9 9 96 4 4 46 0 374 13 4 3 43 13 402 401 1213 401 401 15 1212 1212 16 1374 1371
split_gain=2.81984e-05 3.33889e-05 7.28897e-05 3.30473e-05 4.79971e-05 4.26522e-05 0.0001433 3.21836e-05 0.000124112 4.83395e-05 3.19468e-05 3.13764e-05 8.58145e-05 3.33955e-05 2.97564e-05 6.25457e-05 8.41406e-05 0.000135519 4.96718e-05 3.82985e-05 3.93851e-05 0.000261999 4.42912e-05 4.27526e-05 0.000242533 5.75049e-05 6.54205e-05 5.25402e-05 0.000234758 0.000154607
threshold=-0.018454999999999996 -0.097449999999999981 0.086600000000000024 0.092235000000000011 0.50194500000000009 0.082285000000000011 0.037245000000000007 -0.036024999999999995 0.083725000000000008 0.62736500000000006 0.51388000000000011 0.10253500000000002 -0.26609999999999995 0.089165000000000008 0.23855500000000004 -0.095774999999999985 -0.042499999999999989 -0.43469499999999994 0.18141000000000002 0.31278000000000006 0.11655000000000001 -0.084954999999999989 0.10977000000000002 0.10022000000000002 0.085315000000000016 0.14560000000000003 0.13183500000000004 -0.0094449999999999968 0.087855000000000016 0.083235000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 8 -3 10 11 12 -9 14 18 -16 17 -17 19 20 22 -22 23 25 -25 26 27 29 -29 -14
right_child=1 2 -4 4 -6 -7 -8 9 -10 -11 -12 -13 13 -15 15 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0001057780319970334 0.00010785079557535938 -0.00026900847282377075 -0.00018321357902922582 0.00019464630400935201 -1.6712626992640172e-05 0.00014023335561865854 -0.00026308545961260929 0.00019767147896345707 7.1605565418671495e-05 0.00011886936383020571 -0.00011141559177933513 -0.00010941767223252659 6.9049831274128331e-06 0.00011940292556771413 6.7349431628827008e-05 -1.4980212694758343e-05 5.0661573885008689e-05 -0.00033484684004528954 0.00012433569736458594 0.00013685228654850335 9.2700357306871187e-05 -0.00031043491189848283 0.00011682214351935727 -0.00035036846202274319 0.00014210806004484768 0.00016896362329134719 -0.00017703610452978564 -1.0976532680198387e-05 -0.0003492300948848771 0.00022904349642658418
leaf_weight=25 28 20 22 21 22 21 21 22 23 34 26 26 1500 23 31 27 25 26 32 20 38 28 32 20 20 20 21 894 21 32
leaf_count=25 28 20 22 21 22 21 21 22 23 34 26 26 1500 23 31 27 25 26 32 20 38 28 32 20 20 20 21 894 21 32
internal_value=0 -8.54148e-07 -1.84624e-06 -5.36299e-07 8.65092e-05 -1.7827e-06 -2.78282e-06 -9.36699e-07 -8.68196e-05 3.28881e-07 -1.06861e-06 -6.4758e-08 9.39188e-07 -6.01065e-07 -1.59141e-06 -5.28084e-05 -0.000100563 -0.000171896 4.93224e-07 -1.00449e-06 -2.05443e-06 -7.83267e-05 -8.80355e-08 -1.56791e-06 -0.00010413 8.10003e-08 -1.28758e-06 2.20684e-07 -1.87397e-05 1.1545e-05
internal_weight=0 3096 3068 3046 43 3003 2982 2961 43 2918 2884 2858 2832 2810 2787 109 78 53 2678 2646 2626 66 2560 2528 40 2488 2468 2447 915 1532
internal_count=3121 3096 3068 3046 43 3003 2982 2961 43 2918 2884 2858 2832 2810 2787 109 78 53 2678 2646 2626 66 2560 2528 40 2488 2468 2447 915 1532
is_linear=0
shrinkage=0.1


Tree=2849
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 2 43 1186 391 1213 0 0 3 401 16 1213 1213 133 401 43 43 402 51 1212 1210 3 13 0 15 16
split_gain=2.5844e-05 0.000764759 0.000405507 0.00016445 2.91228e-05 0.000158913 0.000101997 3.10449e-05 4.35879e-05 3.74823e-05 0.000172203 0.000236613 0.000110455 4.50922e-05 0.00023731 0.000143134 0.000174364 0.000136345 6.52344e-05 4.95065e-05 0.000203899 0.000163542 0.000141052 8.32956e-05 0.000102732 0.000742508 9.64277e-05 0.000132345 0.000218692 0.000171058
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.016569999999999994 0.080205000000000012 -0.029804999999999995 -0.089559999999999987 -0.086514999999999981 0.093235000000000026 -0.086729999999999988 -0.082724999999999979 -0.083654999999999993 0.10022000000000002 -0.092484999999999984 -0.083944999999999978 -0.41330499999999998 -0.065894999999999981 0.094955000000000025 0.060960000000000007 0.055925000000000009 -0.45015499999999992 0.081440000000000026 -0.08867499999999999 -0.085329999999999975 -0.082484999999999989 -0.087714999999999987 -0.095504999999999993 0.082685000000000022 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 -6 -9 13 -11 -12 -13 18 -15 16 -16 -17 19 20 21 -10 -21 -23 25 -25 27 -26 29 -29
right_child=2 -3 4 -5 7 6 -8 8 9 10 11 12 -14 14 15 17 -18 -19 -20 22 -22 23 -24 24 26 -27 -28 28 -30 -31
leaf_value=2.8157612811473171e-06 -0.00043019613949581983 0.0006069286563572297 0.00027746087847238722 -0.00029961362319227194 -0.00010983053026183581 -0.00015201393111965447 9.1791192499914435e-05 0.00013704361845157109 -0.00027247861058144325 0.000251680231355067 -0.00030236912015508014 0.00025933833740881792 -2.2217809332926809e-05 -0.00036887029463763442 -2.638935459943145e-05 5.2474588942459375e-05 0.00033265942031340232 -0.00030453032719062481 0.00017915011703735219 -1.8504447491215765e-05 0.00027528426408362404 0.00016701659981966562 -0.00027157571347197521 0.00015310762473470251 -3.2667653521909859e-06 -0.00061906888848170646 -6.7643375826783302e-06 0.00027668468339533291 0.00037303595246547571 -4.5116865787046366e-07
leaf_weight=178 22 21 24 20 26 32 37 23 22 32 22 22 38 21 38 20 21 23 20 185 27 30 25 33 199 20 1787 29 28 96
leaf_count=178 22 21 24 20 26 32 37 23 22 32 22 22 38 21 38 20 21 23 20 185 27 30 25 33 199 20 1787 29 28 96
internal_value=0 3.31253e-05 -2.49981e-06 -2.77327e-05 7.67319e-07 5.5816e-05 -2.12779e-05 -1.06961e-06 -4.54241e-08 -1.19701e-06 5.4937e-05 -2.18409e-05 8.10194e-05 -3.63576e-06 -6.27474e-05 2.77908e-07 0.000101408 -0.000138482 -7.2863e-07 -2.17868e-06 2.11687e-06 -1.1699e-06 -4.8632e-05 1.51632e-06 -7.48738e-07 -0.00013828 2.659e-06 5.04985e-05 0.000120428 6.38443e-05
internal_weight=0 219 2902 198 2880 93 69 2787 2761 2738 114 82 60 2624 123 102 59 43 2501 2481 2271 2244 210 2222 2192 53 2139 352 153 125
internal_count=3121 219 2902 198 2880 93 69 2787 2761 2738 114 82 60 2624 123 102 59 43 2501 2481 2271 2244 210 2222 2192 53 2139 352 153 125
is_linear=0
shrinkage=0.1


Tree=2850
num_leaves=31
num_cat=0
split_feature=132 1185 1203 481 2 13 0 403 403 403 402 131 1209 41 41 11 12 1 34 1 9 0 10 1209 47 2 47 2 47 47
split_gain=2.59847e-05 0.000193264 0.000118268 2.37083e-05 0.000148749 0.000335436 0.000666463 0.000114267 3.41e-05 0.000104756 5.89967e-05 3.57587e-05 3.22406e-05 3.16654e-05 7.44417e-05 0.000102678 8.63376e-05 5.87506e-05 4.31507e-05 0.000192016 7.86419e-05 0.0001493 4.39174e-05 4.03669e-05 4.12949e-05 0.000196363 0.000119277 0.000261064 8.24295e-05 0.000100567
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.087424999999999989 0.090790000000000023 -0.081029999999999977 -0.086554999999999979 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 0.23460000000000003 0.13602500000000003 -0.087714999999999987 1.0000000180025095e-35 0.088180000000000008 0.074925000000000005 0.085325000000000012 0.083835000000000007 -0.057544999999999992 0.10089500000000001 0.091905000000000014 1.0000000180025095e-35 -0.005834999999999999 -0.074484999999999982 0.094160000000000008 -0.0091949999999999983 0.10019500000000002 0.084245000000000014 0.10397500000000001 0.10670500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 -5 -9 -10 11 12 -11 18 15 -15 -16 -17 19 -14 23 -22 -21 -20 25 -25 27 -26 -28 -30
right_child=1 3 -4 7 -6 -7 -8 8 9 10 -12 -13 13 14 16 17 -18 -19 20 22 21 -23 -24 24 26 -27 28 -29 29 -31
leaf_value=-5.8136092803369348e-06 0.00030478913707026678 6.2226318133135853e-05 -0.00022912483093814781 0.00020307704973155134 0.0001294861092350347 0.00020946463032270828 -0.00066426465358666105 -0.00011622197669930756 0.00022912352171260863 9.7837321906505783e-05 -0.00014498637873267789 0.00010282726374605451 0.00033725581939506814 0.00029404909870539667 0.00010693058162966433 -5.0626906158868223e-05 -0.00014079392640269363 0.00016920744092203678 -0.00012369988177981993 4.2235637870451721e-05 -0.00031458685711107179 5.8994876453652978e-05 -0.0001195611352495689 -0.0002496039710945986 0.0004490306696607149 -3.6820959328556701e-06 -0.00016914346930813434 -6.191375170601532e-05 0.00023395535841007673 2.1446242139655776e-06
leaf_weight=195 21 28 27 28 33 21 23 25 20 33 28 34 20 22 24 31 34 20 28 51 23 20 25 33 20 2017 24 20 21 172
leaf_count=195 21 28 27 28 33 21 23 25 20 33 28 34 20 22 24 31 34 20 28 51 23 20 25 33 20 2017 24 20 21 172
internal_value=0 2.52501e-06 -3.29731e-05 3.19467e-07 -4.63233e-05 -0.000126903 -0.000265407 2.0856e-06 3.54169e-08 1.10396e-06 -5.85075e-07 9.28113e-07 -3.8522e-07 -1.6295e-06 4.62835e-05 0.000113477 -3.82872e-05 3.55826e-05 -4.16652e-06 6.15636e-05 -6.82005e-06 -0.000140828 -1.0987e-05 -4.35224e-06 -2.90372e-06 -7.64084e-06 3.48826e-05 0.000193558 5.63362e-06 2.73676e-05
internal_weight=0 2899 222 2878 105 72 51 2773 2745 2720 2700 2672 2638 2605 131 73 58 51 2474 96 2378 43 76 2335 2307 2050 257 40 217 193
internal_count=3121 2899 222 2878 105 72 51 2773 2745 2720 2700 2672 2638 2605 131 73 58 51 2474 96 2378 43 76 2335 2307 2050 257 40 217 193
is_linear=0
shrinkage=0.1


Tree=2851
num_leaves=31
num_cat=0
split_feature=132 15 1185 1186 10 0 3 9 33 9 120 40 133 52 4 12 16 12 1213 2 4 43 12 13 13 160 13 4 49 159
split_gain=2.57193e-05 0.000754508 0.000377633 0.000133613 2.99869e-05 0.000147367 0.000100624 8.02989e-05 2.68654e-05 7.56777e-05 2.56782e-05 4.87068e-05 2.74424e-05 7.75069e-05 9.89421e-05 9.13428e-05 0.00021305 0.00014343 9.66774e-05 7.97022e-05 7.02791e-05 5.27765e-05 0.000221319 7.61102e-05 0.000175945 0.000128925 0.0001953 6.96867e-05 5.10552e-05 5.04426e-05
threshold=-0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.0044650000000000011 0.0036750000000000007 -0.080119999999999983 -0.13309499999999996 0.091905000000000014 0.085305000000000006 0.037245000000000007 0.091385000000000008 -0.24134999999999998 -0.14032999999999998 0.091820000000000013 0.11275500000000001 0.088485000000000022 -0.095094999999999985 0.090020000000000017 -0.086979999999999988 0.089005000000000015 -0.069999999999999993 0.084740000000000024 0.087005000000000013 -0.097224999999999992 -0.094514999999999988 0.085045000000000023 -0.13710499999999998 0.15285000000000001 0.090000000000000011 0.10333000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 7 -6 -7 8 9 10 11 -4 13 14 15 16 -13 -17 -18 -15 -19 23 -23 25 -25 26 28 -24 29 -14
right_child=2 -3 4 -5 5 6 -8 -9 -10 -11 -12 12 21 19 -16 17 18 20 -20 -21 -22 22 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.0083715610279229e-06 -0.00041522851824993268 0.00053875549957200966 0.00015254427831851424 -0.00027320402781091013 0.00026851080935254382 0.0001538357373647159 -0.000124566657118644 -0.00020073290306754643 -9.3759325779198372e-05 0.00019520050176652151 -0.00010763352025109767 0.00030356110437423922 3.6732368759354968e-05 5.6047518672938977e-05 -0.000132450149579778 0.0003961145220923105 9.967356288273419e-05 -4.3928347693746099e-05 -0.00016645785288300175 -0.00018077883145451779 0.00019198656151015063 -0.00030018885096069428 -4.7387262211965498e-05 -0.00025033435948867478 -2.3743265573574889e-06 -0.00012553093149714794 0.00033938552701978815 0.00017959903281215313 -9.200319612070665e-05 0.00020974793958223679
leaf_weight=172 22 26 21 21 24 20 37 20 30 20 22 20 72 27 22 21 21 23 39 30 28 30 38 29 2163 30 28 21 22 22
leaf_count=172 22 26 21 21 24 20 37 20 30 20 22 20 72 27 22 21 21 23 39 30 28 30 38 29 2163 30 28 21 22 22
internal_value=0 3.30453e-05 -2.49378e-06 -3.50815e-05 6.59059e-07 6.06421e-05 -2.68816e-05 -1.07678e-06 3.60108e-07 1.38724e-06 -3.31588e-08 8.41318e-07 -3.44744e-07 3.26069e-05 6.57603e-05 9.44486e-05 2.09064e-05 0.000176162 -7.33119e-05 -6.85979e-05 8.55936e-05 -3.44529e-06 -7.90427e-05 -6.01599e-07 -5.65482e-06 6.30574e-05 0.000102347 3.34045e-05 4.51303e-05 7.72254e-05
internal_weight=0 219 2902 193 2880 81 57 2799 2779 2749 2729 2707 2686 231 174 152 80 72 60 57 51 2455 89 2366 2192 174 144 59 116 94
internal_count=3121 219 2902 193 2880 81 57 2799 2779 2749 2729 2707 2686 231 174 152 80 72 60 57 51 2455 89 2366 2192 174 144 59 116 94
is_linear=0
shrinkage=0.1


Tree=2852
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1209 1209 3 1209 1205 401 401 401 390 390 10 0 9 9 41 52 41 11 15 403 1212 1212 403 133 43 0 2
split_gain=2.56288e-05 0.000207667 9.03715e-05 2.49562e-05 2.59133e-05 0.000163979 5.86522e-05 3.72765e-05 4.48959e-05 5.45075e-05 5.35769e-05 0.000121908 6.3209e-05 2.68653e-05 0.000117463 9.2289e-05 6.4137e-05 2.73641e-05 5.42591e-05 0.000136739 8.5298e-05 3.66665e-05 3.25311e-05 8.29724e-05 0.000108055 8.84259e-05 6.71101e-05 0.000107502 9.402e-05 8.21297e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.14444499999999996 -0.084519999999999984 -0.081734999999999988 -0.069599999999999981 0.09993500000000001 0.13571500000000003 0.11655000000000001 0.10711000000000001 0.090020000000000017 1.0000000180025095e-35 0.0036750000000000007 -0.080119999999999983 0.092890000000000014 0.091905000000000014 1.0000000180025095e-35 0.08976000000000002 0.088180000000000008 0.078340000000000007 -0.098289999999999975 0.072365000000000027 -0.080434999999999993 -1.0000000180025095e-35 0.022375000000000003 -0.054584999999999995 -0.43469499999999994 -0.079634999999999997 0.083865000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -6 8 9 10 11 12 13 16 -15 -16 17 22 19 20 -19 -21 23 -8 -25 -26 28 -28 29 -24
right_child=1 3 -4 4 6 -7 7 -9 -10 -11 -12 -13 -14 14 15 -17 -18 18 -20 21 -22 -23 26 24 25 -27 27 -29 -30 -31
leaf_value=-9.0052076129956202e-06 0.00031583308090852203 0.00011153799627209084 -0.00020421112060796951 -0.00025824360274479354 0.00015018553296193625 0.00011141723686402355 -0.00015931927991394852 -0.00013674000110313502 0.00014593416327399956 -0.00013058933896559211 0.00011859634917192651 -0.00024097531734566604 0.00016971446913719942 0.00024165971893429138 -0.00014227193141171787 0.00011513592314188898 -0.00018065959739033133 0.00031571345526673318 -8.1106640357541413e-05 5.5934232130477373e-05 5.3648714295021547e-05 -0.00011798174657289768 0.0001932535776691309 0.00020258354232646528 -4.2832873414307754e-06 -0.00018981919700029092 7.6131124871843057e-05 -0.00019680404808173924 0.00023346485274184183 -2.494684254549835e-05
leaf_weight=195 21 20 27 24 26 24 35 20 21 32 38 21 22 24 30 26 20 27 27 22 23 27 23 25 2138 26 31 27 30 69
leaf_count=195 21 20 27 24 26 24 35 20 21 32 38 21 22 24 30 26 20 27 27 22 23 27 23 25 2138 26 31 27 30 69
internal_value=0 2.50766e-06 -3.27465e-05 2.21412e-07 -5.57571e-07 -7.34132e-05 6.86938e-07 -7.09241e-07 2.75062e-07 -8.40082e-07 6.91447e-07 -9.84717e-07 9.15661e-07 -4.96344e-07 5.65651e-05 -2.27611e-05 -2.28651e-06 -8.76443e-07 4.45504e-05 7.88205e-05 0.000195164 -3.9897e-05 -3.25738e-06 -6.5668e-06 -4.12443e-06 -6.51246e-06 3.76322e-05 -5.09249e-05 7.97332e-05 2.96033e-05
internal_weight=0 2899 222 2878 2858 48 2810 2784 2764 2743 2711 2673 2652 2630 80 56 2550 2530 126 99 50 49 2404 2224 2189 2164 180 58 122 92
internal_count=3121 2899 222 2878 2858 48 2810 2784 2764 2743 2711 2673 2652 2630 80 56 2550 2530 126 99 50 49 2404 2224 2189 2164 180 58 122 92
is_linear=0
shrinkage=0.1


Tree=2853
num_leaves=31
num_cat=0
split_feature=132 1186 1185 15 4 1203 12 133 43 133 2 43 50 51 43 43 43 13 43 43 43 1210 16 1210 1210 42 52 12 1208 131
split_gain=2.55849e-05 0.00071976 0.000355466 9.13172e-05 0.000109948 4.46291e-05 2.914e-05 5.78375e-05 4.93593e-05 2.38722e-05 4.46457e-05 2.89408e-05 9.20709e-05 0.000166566 0.000237643 0.000141614 4.29179e-05 0.000107082 6.17377e-05 5.1042e-05 7.42216e-05 7.53344e-05 0.000341014 4.97547e-05 5.38632e-05 0.000215345 0.000152901 0.000150355 9.79147e-05 6.53587e-05
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.084905000000000022 -0.069999999999999993 0.084375000000000019 0.11527000000000001 -0.37971999999999995 1.0000000180025095e-35 -0.50375999999999987 0.091265000000000013 0.057265000000000003 0.11768500000000003 0.081440000000000026 0.066275000000000014 0.093175000000000022 0.035560000000000008 -0.069964999999999986 0.016310000000000002 0.0051600000000000005 0.0034250000000000005 -0.13847499999999999 -0.082179999999999989 -0.085329999999999975 -0.0061249999999999994 0.089905000000000013 0.089575000000000016 0.086565000000000017 0.10683000000000002 0.098420000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 6 7 -1 -9 10 -4 16 13 14 -13 -16 18 -18 19 20 21 22 -11 -23 25 26 27 -25 -26 -29
right_child=2 -3 9 4 -6 -7 -8 8 -10 11 -12 12 -14 -15 15 -17 17 -19 -20 -21 -22 23 -24 24 28 -27 -28 29 -30 -31
leaf_value=-0.00017758494231384249 -0.00040292519393419346 0.00057545109965841145 0.00014706119033993067 -0.00028125000535510479 1.291517316227934e-05 0.00010419358573600245 6.6893444183335768e-05 -6.9880648846843877e-05 0.00012623605129885533 0.0004253641043429856 -4.0489968259035692e-05 -0.00024745091415332777 0.00016254073764436974 -0.0003200799324466581 0.00019352320797714551 -2.3362969863448986e-05 -2.7564144442419941e-05 0.00027321168687194586 -0.00015258992744538076 0.00013420019411192888 -0.00016413492859875854 -0.00011683083959926284 -7.4368164435630521e-05 0.00029695621023641993 3.3720490077398198e-07 0.0003580193390094099 -0.00023378995399633867 -0.00015593343229002563 -0.00021661183231377174 8.5636459875596904e-05
leaf_weight=25 22 22 30 27 24 39 28 33 21 22 22 39 22 21 39 132 29 20 26 29 27 36 36 21 2221 21 21 21 21 24
leaf_count=25 22 22 30 27 24 39 28 33 21 22 22 39 22 21 39 132 29 20 26 29 27 36 36 21 2221 21 21 21 21 24
internal_value=0 3.29588e-05 -2.48724e-06 -2.76241e-05 -0.000142819 1.26153e-05 -2.07637e-05 -5.1832e-05 6.38696e-06 5.7166e-07 6.77126e-05 -6.62898e-07 -3.29363e-05 -5.15531e-05 -2.47004e-05 2.61023e-05 2.50804e-06 9.52015e-05 7.09946e-07 2.30427e-06 7.56316e-07 2.57795e-06 0.000115185 -1.5937e-07 1.62794e-06 7.06071e-05 1.23177e-06 7.60114e-05 -1.69488e-06 -2.70962e-05
internal_weight=0 219 2902 197 51 146 107 79 54 2880 52 2828 253 231 210 171 2575 49 2526 2500 2471 2444 58 2386 2350 108 87 66 2242 45
internal_count=3121 219 2902 197 51 146 107 79 54 2880 52 2828 253 231 210 171 2575 49 2526 2500 2471 2444 58 2386 2350 108 87 66 2242 45
is_linear=0
shrinkage=0.1


Tree=2854
num_leaves=31
num_cat=0
split_feature=132 1185 1203 33 1365 49 49 13 1372 151 1 482 4 0 1 9 9 49 16 157 49 2 1451 49 52 158 43 16 1455 16
split_gain=2.52026e-05 0.000219401 8.1165e-05 2.40928e-05 2.41549e-05 2.77536e-05 3.01426e-05 4.87176e-05 2.88043e-05 3.40345e-05 3.16913e-05 0.000119034 0.000171059 8.52375e-05 7.17062e-05 9.45078e-05 9.8968e-05 4.42716e-05 0.000115982 5.18803e-05 4.63771e-05 0.000179647 6.75057e-05 6.68817e-05 0.000115805 4.66681e-05 0.000164833 0.000195856 0.000217775 0.000168744
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.018454999999999996 0.087370000000000017 0.53966000000000014 0.14705000000000004 -0.0090849999999999976 -0.082994999999999985 -0.15747499999999998 0.13968000000000003 0.089605000000000018 0.51388000000000011 -0.019414999999999998 0.13686500000000004 0.092235000000000011 0.086220000000000005 0.12215500000000001 0.51222500000000004 0.63334000000000013 0.11042000000000002 0.10402500000000002 0.088880000000000015 0.10347500000000003 0.029970000000000007 0.10380000000000002 -0.011694999999999999 -0.022939999999999999 -1.0000000180025095e-35 -0.021269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 8 -8 -5 -10 14 12 13 -12 15 16 17 19 -19 20 22 -22 23 25 -25 -11 27 -27 -29 -28
right_child=1 3 -4 4 -6 -7 7 -9 9 10 11 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 26 29 28 -30 -31
leaf_value=-9.973601532132867e-06 0.00032454228743777745 9.7878324217163019e-05 -0.00019496930827800601 0.00011707553285305039 8.4339069375842385e-05 -0.00011624701576130022 0.00013789789167602953 -3.3247840976149872e-05 -0.00010929653770290315 2.8479734562211623e-07 0.00011120788661909977 -0.00016982269182335587 0.00034963417981219083 -0.00011917938385382654 -0.00014077808869172401 0.00018031781091849554 -0.00022598553769057617 -0.00021686261144725815 8.7511008591502031e-05 0.00015580645884342848 0.00032647018517309337 -5.5581262313353366e-05 0.00014493885333649814 -0.0002624656267774602 3.0419122130196128e-05 -0.00018663914398248067 -5.1513023655305999e-05 0.00037989869947936813 -1.7400482269712903e-05 -0.00040905465319321431
leaf_weight=195 21 25 27 20 33 21 39 29 30 2134 42 20 21 26 38 28 20 31 21 21 20 32 30 27 27 29 33 22 37 22
leaf_count=195 21 25 27 20 33 21 39 29 30 2134 42 20 21 26 38 28 20 31 21 21 20 32 30 27 27 29 33 22 37 22
internal_value=0 2.48673e-06 -3.24731e-05 1.36775e-07 -7.19705e-07 -1.71507e-06 -8.55777e-07 6.49093e-05 -2.49328e-06 -3.37538e-06 -2.19014e-06 5.06232e-05 0.000100162 2.31186e-05 -4.42834e-06 -2.38363e-06 -4.42499e-06 -2.64252e-06 -9.39425e-05 -6.91992e-07 -2.05398e-06 9.13616e-05 -4.11141e-06 -6.02969e-06 -0.000116023 -3.42115e-06 -5.87253e-05 2.61525e-05 0.000130745 -0.00019453
internal_weight=0 2899 222 2878 2853 2820 2799 68 2731 2711 2681 109 89 68 2572 2534 2506 2486 52 2434 2413 52 2361 2331 54 2277 143 88 59 55
internal_count=3121 2899 222 2878 2853 2820 2799 68 2731 2711 2681 109 89 68 2572 2534 2506 2486 52 2434 2413 52 2361 2331 54 2277 143 88 59 55
is_linear=0
shrinkage=0.1


Tree=2855
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 130 40 120 10 0 10 52 33 0 52 4 4 1454 42 1425 52 16 2 156 3 12 0 39 31 2 3
split_gain=2.54264e-05 0.000748389 0.000337602 0.000132117 2.31257e-05 3.76163e-05 4.7459e-05 2.9837e-05 0.000158287 0.000143843 7.06396e-05 5.82537e-05 2.84065e-05 4.6165e-05 4.35307e-05 0.000167524 4.19941e-05 3.97942e-05 3.84408e-05 6.39862e-05 5.89455e-05 0.000134495 8.427e-05 4.87532e-05 4.43006e-05 9.1632e-05 8.21361e-05 8.09895e-05 9.84985e-05 5.87053e-05
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.23123999999999997 -0.24290999999999999 0.086165000000000019 -0.011559999999999999 -0.10224499999999999 -0.086389999999999981 -0.075329999999999994 -1.0000000180025095e-35 0.13134000000000004 0.095415000000000014 -0.52556499999999995 -0.50690499999999983 0.12106000000000001 0.075730000000000006 0.10129000000000002 -0.56368999999999991 0.62925500000000012 0.11093500000000002 0.13622000000000004 -0.23446499999999998 -0.095379999999999979 -0.15090499999999998 0.085530000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.16726499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 7 8 -7 10 -10 -9 14 17 -13 -16 18 -14 19 -17 22 -22 23 -21 25 -25 -27 -26 -29 -30
right_child=2 -3 4 -5 5 6 -8 11 9 -11 -12 12 13 -15 15 16 -18 -19 -20 20 21 -23 -24 24 27 26 -28 28 29 -31
leaf_value=-2.7923071353474043e-06 -0.00039272548667874864 0.00057249873884163962 0.00010037318162453037 -0.00027402172840083953 -0.00013696452575459261 -0.00027856030240703454 0.00012371407561482967 0.00014748437140412905 6.7777466921887193e-05 0.00021920268621518824 -0.0001608961568646399 9.9150572662308291e-05 -6.9209518824209229e-05 0.00018267703298161824 -0.00023454068709285029 0.000135701969745295 0.0001436734625895042 0.00011547751250418515 -0.00012276821283963867 -0.00014077700306370391 -0.00028147398588771469 4.1130237722037626e-05 0.00020426347560714931 -0.00012033257350724723 -0.00016647423787920465 0.00025603483572248713 4.0336226355101846e-05 0.00017041564093564046 0.00015189433161140188 -5.3676112804327427e-06
leaf_weight=176 22 23 23 20 20 24 31 27 22 24 35 42 28 22 31 34 20 20 26 25 24 28 20 21 30 27 51 33 24 2168
leaf_count=176 22 23 23 20 20 24 31 27 22 24 35 42 28 22 31 34 20 20 26 25 24 28 20 21 30 27 51 33 24 2168
internal_value=0 3.28566e-05 -2.47953e-06 -3.04688e-05 5.01513e-07 -3.02494e-07 6.60932e-07 -6.98528e-07 -5.29985e-05 1.38346e-05 -7.26362e-05 1.33461e-06 -1.41101e-07 6.27225e-05 -1.83098e-06 -3.48642e-06 -6.56439e-07 7.74341e-06 -1.80602e-06 -5.40419e-07 -2.43036e-06 -0.000107764 -1.47178e-07 -1.86564e-06 -3.90367e-07 6.50819e-05 0.000115001 -3.26476e-06 -1.06418e-06 -3.64577e-06
internal_weight=0 219 2902 196 2880 2857 2837 2806 105 81 57 2701 2674 70 2604 2562 2531 48 2511 2485 2451 52 2399 2379 2354 99 78 2255 2225 2192
internal_count=3121 219 2902 196 2880 2857 2837 2806 105 81 57 2701 2674 70 2604 2562 2531 48 2511 2485 2451 52 2399 2379 2354 99 78 2255 2225 2192
is_linear=0
shrinkage=0.1


Tree=2856
num_leaves=31
num_cat=0
split_feature=132 1185 1203 97 30 9 15 34 2 0 13 0 2 2 4 4 1456 4 480 3 480 3 52 13 4 15 15 402 15 403
split_gain=2.49119e-05 0.000228809 0.000110342 2.34018e-05 4.14048e-05 3.09876e-05 0.00014063 4.88705e-05 6.88618e-05 0.000324677 8.819e-05 2.47526e-05 4.68376e-05 5.93737e-05 3.82464e-05 0.000135717 3.47437e-05 7.49069e-05 3.92399e-05 0.000219349 0.000140681 0.000111842 6.22569e-05 7.39788e-05 6.0949e-05 3.72069e-05 0.000263255 0.000126231 0.00011919 0.000102595
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.086464999999999986 0.096890000000000018 -0.036024999999999995 -0.094329999999999983 -0.080814999999999984 -0.080614999999999978 -0.080119999999999983 -0.0062949999999999994 0.13134000000000004 0.11093500000000002 0.10060500000000001 -0.52556499999999995 -0.50690499999999983 0.11510000000000002 0.022185000000000003 0.086995000000000017 -0.085709999999999995 0.085075000000000026 -0.080484999999999987 0.40411000000000002 -0.077799999999999994 0.62736500000000006 0.089740000000000014 0.090325000000000003 0.14722000000000005 0.089485000000000023 -0.5335399999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 -5 -7 9 -9 -11 14 13 -13 -10 -16 18 -18 20 -20 24 -21 23 -23 25 28 -27 -28 29 -17
right_child=1 3 -4 4 -6 7 -8 8 11 10 -12 12 -14 -15 15 16 17 -19 19 21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-6.051620205256862e-06 0.00033136059715789523 -9.8260731586681993e-05 -0.00022175066555468628 -0.00028173553422675471 0.00012902763069723734 -0.00013031863636570051 6.8122218901946871e-05 0.00044180952379974775 0.00010212989904435486 8.8803474663391488e-05 -0.00016748995508532972 4.3660208424019707e-06 -6.8318791745696218e-05 0.00022920757046845016 -0.00021108660230604603 0.0001767072649090551 0.00021162270163388358 -5.2993427161709412e-05 -0.0002798632812231738 0.00015587779005825822 0.00024208835887596557 -0.0001920251368869071 0.00010342489632811131 6.6262394514787484e-06 0.0001607017944005075 0.00035966029509753835 1.754506524513146e-05 -0.00022275810561436435 -0.00024085013613909145 -9.7964177399117039e-06
leaf_weight=195 21 24 27 20 25 28 27 20 35 29 25 24 20 23 31 30 23 20 33 37 24 37 21 38 23 22 441 23 22 1753
leaf_count=195 21 24 27 20 25 28 27 20 35 29 25 24 20 23 31 30 23 20 33 37 24 37 21 38 23 22 441 23 22 1753
internal_value=0 2.47234e-06 -3.22853e-05 7.253e-08 8.99439e-07 -2.32836e-07 -8.07534e-05 1.1275e-06 2.46392e-06 9.76249e-05 -2.98509e-05 -1.63657e-07 5.98535e-05 0.000114395 -1.70256e-06 -3.11223e-06 -5.80937e-07 8.85454e-05 -2.11146e-06 -4.90917e-05 1.22417e-06 8.16743e-06 -4.87626e-05 -9.13751e-05 -1.27398e-06 -2.90011e-06 2.16594e-05 5.63349e-06 -9.5128e-06 -6.65839e-06
internal_weight=0 2899 222 2878 2854 2829 47 2782 2754 74 54 2680 67 47 2613 2578 2547 43 2504 166 2338 133 96 75 2314 2291 486 464 1805 1783
internal_count=3121 2899 222 2878 2854 2829 47 2782 2754 74 54 2680 67 47 2613 2578 2547 43 2504 166 2338 133 96 75 2314 2291 486 464 1805 1783
is_linear=0
shrinkage=0.1


Tree=2857
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 33 47 3 3 47 9 3 131 1 48 16 13 131 4 1366 376 124 12 12 12 0 402 480 1456 480 1210
split_gain=2.52415e-05 0.000762002 0.000322815 0.000153772 2.40238e-05 3.33585e-05 0.000160004 0.000632164 0.000175573 0.000122108 0.000210377 5.97166e-05 6.96606e-05 5.63405e-05 5.3171e-05 9.56728e-05 0.000111264 5.05531e-05 4.41013e-05 3.79152e-05 4.66538e-05 3.56733e-05 0.000216223 0.000176795 0.000686007 0.000128416 0.000147023 0.000387008 0.000177246 0.000139327
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.009184999999999997 0.094160000000000008 -0.0049599999999999991 0.10542000000000001 0.097970000000000015 0.09055500000000001 -0.13309499999999996 0.096490000000000006 0.11654500000000001 0.13252500000000003 -0.0060749999999999997 -0.083764999999999992 0.080385000000000012 -0.033174999999999989 -0.084554999999999977 -0.0016099999999999997 1.0000000180025095e-35 0.085355000000000014 0.085250000000000006 0.085635000000000003 -0.086234999999999992 0.11174500000000002 0.086930000000000021 0.086095000000000019 0.081520000000000023 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 9 8 -8 -7 18 -11 12 14 -9 15 16 -10 -16 -6 20 -20 22 25 24 -23 26 28 -28 29 -21
right_child=2 -3 4 -5 5 6 7 13 11 10 -12 -13 -14 -15 17 -17 -18 -19 19 21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.528831432623203e-06 -0.00038407483906749721 0.00060550499980482051 -8.7112303534072025e-05 -0.0002909179293783382 0.00014502128733078105 -0.00028918537063873375 0.00061038083190396726 -8.75467768836595e-05 0.00011204459492021741 8.3845168815059894e-05 -0.00034406354581598727 -0.00011584021468197221 0.00016243164835840515 9.7532140528622634e-05 2.9724156289982301e-05 0.00022193767566326038 -0.00020168401608316344 -0.00017154011718678076 0.00020429038355359807 0.0001951670962377896 -6.2029215041548016e-07 -0.00020682933725765909 -0.00034254810578204347 1.725128580911512e-06 0.00061150618400591028 -0.00024902882214519197 -0.00010957358614059163 0.00048418869957372196 -0.00029377374958130533 -1.4402398476748914e-05
leaf_weight=178 22 21 31 20 21 21 22 38 26 20 27 29 36 29 24 24 20 26 20 33 25 20 20 1439 21 22 23 21 22 820
leaf_count=178 22 21 31 20 21 21 22 38 26 20 27 29 36 29 24 24 20 26 20 33 25 20 20 1439 21 22 23 21 22 820
internal_value=0 3.27369e-05 -2.47049e-06 -2.80112e-05 4.44545e-07 1.39725e-06 3.3236e-05 0.000145281 -1.51718e-05 -2.28029e-06 -0.000161975 1.59324e-05 4.04286e-05 -7.43799e-06 3.82767e-06 6.00855e-05 -2.43591e-05 -7.49333e-05 7.13582e-07 -5.05429e-07 9.04511e-05 -2.18222e-06 -1.71845e-05 7.55912e-06 0.000212318 -1.02692e-05 -4.55354e-06 0.000173813 -1.35228e-05 -6.29479e-06
internal_weight=0 219 2902 198 2880 2849 295 89 206 2554 47 185 156 67 120 70 46 50 2507 2486 45 2441 961 1480 41 941 919 44 875 853
internal_count=3121 219 2902 198 2880 2849 295 89 206 2554 47 185 156 67 120 70 46 50 2507 2486 45 2441 961 1480 41 941 919 44 875 853
is_linear=0
shrinkage=0.1


Tree=2858
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 130 10 2 10 16 15 9 15 45 3 3 12 13 16 133 16 12 448 1447 1447 160 12 1371 12 160 158
split_gain=2.46383e-05 0.000236222 7.27788e-05 7.27266e-05 2.31747e-05 8.3785e-05 6.64752e-05 5.58019e-05 0.000177248 0.000216909 6.18175e-05 7.20054e-05 2.89269e-05 2.72143e-05 0.000258802 7.39364e-05 0.000216257 7.86775e-05 0.000139415 7.15537e-05 6.18906e-05 5.97055e-05 6.13348e-05 0.000231325 0.000190524 0.000122481 0.000115626 0.000177273 7.02264e-05 6.76365e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.011559999999999999 -0.056919999999999991 -0.10324499999999999 0.08925000000000001 -0.41942499999999994 0.094030000000000016 -0.042499999999999989 -0.053259999999999995 0.082850000000000021 -0.13710499999999998 0.033715000000000009 0.048950000000000007 -0.080789999999999987 0.083535000000000012 -0.083689999999999987 -0.085804999999999979 -0.086359999999999978 -0.090764999999999985 0.083815000000000014 0.083235000000000017 0.083985000000000018 0.51752500000000012 0.13727500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 -6 8 9 -7 12 -12 13 14 15 16 -9 18 19 -18 -17 -22 23 24 -23 -24 27 -27 29 -29
right_child=1 4 -4 -5 5 7 -8 10 -10 -11 11 -13 -14 -15 -16 20 17 -19 -20 -21 21 22 25 -25 -26 26 -28 28 -30 -31
leaf_value=9.2771363514740106e-06 0.00033663204029878781 -0.00010724960207880941 -0.0001928345391061157 -0.0001876083567150913 1.8430784361303919e-05 -0.0004174631599501784 0.00027317084593960319 -0.00035971390435323965 0.00010044663112239506 2.8444418567232792e-05 -1.2475143774368225e-05 0.00024640317027330063 -8.9917359855462567e-05 1.850563427811159e-05 -0.00032505712038255301 0.00013750037683434238 -0.00014056268708372954 -0.00018629693192699713 0.00020067855570232498 9.1095000789209743e-05 -0.00017049698362825438 -0.00015361954487948303 0.00021137766816536896 -0.00035928383066758133 0.00016315338665989635 -0.00027491031296844799 0.00020940199955711485 4.4171181304644129e-06 0.00017445414220370974 -0.00018062527989968658
leaf_weight=176 21 20 25 21 21 24 20 22 30 20 21 22 36 629 25 34 40 22 30 20 20 37 29 22 39 23 27 1601 24 20
leaf_count=176 21 20 25 21 21 24 20 22 30 20 21 22 36 629 25 34 40 22 30 20 20 37 29 22 39 23 27 1601 24 20
internal_value=0 2.45873e-06 -3.21075e-05 -1.17107e-05 2.0359e-08 7.71024e-07 0.000142694 -1.2946e-06 -8.69842e-05 -0.000214778 1.01712e-06 0.000119974 -8.77386e-07 3.25857e-07 -5.29335e-06 -1.31619e-06 -7.30783e-05 -1.67749e-05 2.46639e-05 -6.33435e-05 3.80968e-06 1.34199e-06 3.22826e-06 -7.37264e-05 8.93499e-06 7.60271e-06 4.11629e-06 7.93323e-07 4.64815e-06 2.13405e-06
internal_weight=0 2899 222 197 2878 2858 41 2817 74 44 2743 43 2700 2664 2035 2010 134 112 90 60 1876 1842 1822 98 76 1724 1695 1668 1645 1621
internal_count=3121 2899 222 197 2878 2858 41 2817 74 44 2743 43 2700 2664 2035 2010 134 112 90 60 1876 1842 1822 98 76 1724 1695 1668 1645 1621
is_linear=0
shrinkage=0.1


Tree=2859
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 448 0 48 1348 447 97 34 10 1 9 0 9 2 1447 1447 129 4 2 1426 402 4 4 16 1 3 16
split_gain=2.50935e-05 0.000726491 0.000310882 0.000168031 2.34879e-05 8.99219e-05 3.1868e-05 4.83634e-05 0.000147033 3.11897e-05 5.27256e-05 0.000197798 8.93915e-05 8.77808e-05 0.000177722 8.94964e-05 3.24811e-05 0.000182512 0.000241368 0.000178714 0.000183064 0.000148319 0.000143224 0.00013492 0.000119629 0.000277532 0.000287229 0.000234629 0.000272928 0.000212109
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.068920000000000023 -0.26609999999999995 -0.11278499999999998 0.086620000000000016 0.089595000000000022 -0.086464999999999986 -0.057544999999999992 0.0036750000000000007 0.10871500000000002 0.091905000000000014 1.0000000180025095e-35 0.082870000000000013 0.083935000000000023 -0.086359999999999978 -0.085684999999999997 0.085395000000000013 -0.14098499999999997 0.084145000000000011 -0.089244999999999977 0.23460000000000003 -0.080924999999999983 -0.083644999999999983 -0.080029999999999976 0.086255000000000012 -0.080734999999999987 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 9 -9 -8 11 12 -11 15 -15 16 17 -12 -19 20 -20 -18 -23 -24 25 29 -27 28 -26 -22
right_child=2 -3 4 -5 -6 6 7 8 -10 10 13 -13 -14 14 -16 -17 21 18 19 -21 24 22 23 -25 27 26 -28 -29 -30 -31
leaf_value=1.4609979767886795e-06 -0.00037694764515353285 0.00056432909268946594 0.0002025456993247975 -0.00030441911942034492 -0.00010759505734313281 9.7288308935469228e-05 -0.0001242695757537149 -0.00029894937151333411 5.6813056681466364e-05 -0.00016140181178343483 0.00025024002722299582 0.00034461510402338934 8.9171327750331599e-05 -0.00035914778403821405 6.2422535393125145e-05 0.00019729541179359608 0.00024759198678657413 -0.00035611030259381305 -0.0002975807512411848 0.00019101531453136553 -0.000214940447242245 0.00026865663123317064 2.5916366416870989e-06 -0.00024108259088319285 -2.8475245460867883e-05 0.0005469633275060915 2.8796980766697823e-05 -1.7889323672708733e-05 -0.00051141383830161601 0.00017918169657853221
leaf_weight=176 22 23 22 20 20 33 20 21 26 24 24 21 35 20 20 23 25 22 25 38 36 20 1884 23 25 20 23 386 22 22
leaf_count=176 22 23 22 20 20 33 20 21 26 24 24 21 35 20 20 23 25 22 25 38 36 20 1884 23 25 20 23 386 22 22
internal_value=0 3.26407e-05 -2.46324e-06 -2.97513e-05 3.97408e-07 1.1526e-06 -4.08586e-07 -1.55796e-06 -0.000102145 1.56169e-07 1.06505e-06 8.10534e-05 -1.27567e-05 -1.34242e-06 -0.000148363 9.03874e-07 -8.36783e-07 -2.03299e-05 -3.08205e-05 -1.88333e-05 -3.30985e-05 5.58436e-06 2.44467e-06 -3.47276e-07 -2.07163e-05 7.72845e-05 0.000269805 -4.35757e-05 -0.000254532 -6.54458e-05
internal_weight=0 219 2902 196 2880 2860 2838 2805 47 2758 2738 80 59 2658 40 2618 2595 643 619 597 559 1952 1927 1907 534 101 43 433 47 58
internal_count=3121 219 2902 196 2880 2860 2838 2805 47 2758 2738 80 59 2658 40 2618 2595 643 619 597 559 1952 1927 1907 534 101 43 433 47 58
is_linear=0
shrinkage=0.1


Tree=2860
num_leaves=31
num_cat=0
split_feature=33 9 16 13 132 1185 1203 41 12 12 12 12 0 12 13 13 13 1210 3 12 133 3 16 481 42 15 51 12 2 4
split_gain=2.72983e-05 3.7449e-05 0.000528273 0.000165877 2.42956e-05 0.000197649 0.000174267 2.64516e-05 0.000100022 2.82766e-05 0.000160833 0.000115945 0.000471477 0.00014046 0.000108733 0.000358324 0.000196375 0.000187116 0.000144922 0.000140111 0.000122323 0.000148265 0.000276251 0.000182389 0.000141834 0.000304958 0.000131985 0.00010374 0.000295446 0.000115593
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.077799999999999994 -0.083449999999999983 -0.087384999999999977 0.089480000000000018 0.08690500000000001 0.087075000000000014 0.085355000000000014 0.085250000000000006 0.085635000000000003 -0.086234999999999992 0.085955000000000018 -0.081829999999999986 -0.081224999999999978 -0.082574999999999982 -0.05860499999999999 -0.047929999999999993 0.086420000000000011 0.089405000000000012 -0.082879999999999995 -0.014754999999999999 -0.053799999999999994 0.086835000000000009 -0.03241999999999999 -0.021449999999999997 0.088725000000000012 0.089125000000000024 -0.064054999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 -2 9 -9 10 -7 12 -11 -13 16 -16 17 -15 19 -17 21 22 -19 -23 -22 -26 -25 28 -28 -29
right_child=1 2 -4 -5 5 7 -8 8 -10 11 -12 13 -14 14 15 18 -18 20 -20 -21 24 23 -24 26 25 -27 27 29 -30 -31
leaf_value=-9.3372492495203216e-05 -4.0353835402129334e-06 7.165043438858861e-05 0.00050184421728772578 -0.00032127144154184777 0.00030036766679999841 -8.9595348530861929e-06 -0.00031421235355082899 0.00019424959728591299 -6.3978332715729875e-05 -0.00017043217223891547 -0.00028833724468963092 -0.00019603583033001219 0.0004920030172797851 0.0002598704941192409 -0.000384175943909213 -0.00022529875744881935 0.0002665515332697205 0.00044773096151600286 -0.00025530586254634809 9.7276586859486701e-06 9.4186720367440079e-05 -0.00023138177950449035 -2.3887572010776409e-05 0.00027408065684756452 3.393265139311552e-05 -0.00047061994340291007 -2.5240995936266178e-05 8.3815621703826383e-05 0.00040725357116157696 -0.00013452343795669643
leaf_weight=31 192 22 20 21 22 1098 20 30 30 21 21 35 22 32 25 26 38 23 22 1039 23 29 27 21 25 23 56 38 22 67
leaf_count=31 192 22 20 21 22 1098 20 30 30 21 21 35 22 32 25 26 38 23 22 1039 23 29 27 21 25 23 56 38 22 67
internal_value=0 9.36747e-07 7.72459e-05 -0.000120242 -6.51452e-07 1.80714e-06 -3.32974e-05 -5.44573e-07 6.51356e-05 -1.98651e-06 -1.42025e-05 6.48297e-06 0.000168488 2.04871e-06 6.56236e-06 -9.86678e-06 4.96501e-05 2.82971e-05 -1.25801e-06 3.98992e-06 7.36392e-06 3.68073e-05 0.000193057 3.27737e-06 -0.000109995 -0.000207832 3.66358e-05 9.38801e-06 9.67447e-05 -5.55055e-05
internal_weight=0 3090 63 43 3027 2815 212 2793 60 2733 1119 1614 43 1571 1536 1112 424 386 1087 1065 354 283 50 233 71 48 204 183 78 105
internal_count=3121 3090 63 43 3027 2815 212 2793 60 2733 1119 1614 43 1571 1536 1112 424 386 1087 1065 354 283 50 233 71 48 204 183 78 105
is_linear=0
shrinkage=0.1


Tree=2861
num_leaves=31
num_cat=0
split_feature=132 1211 394 1203 1176 1429 156 40 130 12 12 142 11 1 12 0 42 1374 1374 474 148 97 1429 1429 1373 150 1429 16 16 12
split_gain=2.43799e-05 0.000675322 0.000304604 6.75713e-05 2.46027e-05 2.38077e-05 7.6107e-05 2.36456e-05 4.83245e-05 7.40236e-05 4.93052e-05 8.67748e-05 8.41612e-05 5.15654e-05 4.55057e-05 0.000186251 7.09951e-05 0.000289912 0.00025609 0.000111773 0.000103421 8.51889e-05 7.59487e-05 0.000196407 0.000112536 0.000144649 7.96446e-05 9.81747e-05 0.000235802 0.000185923
threshold=-0.083284999999999984 0.085535000000000014 0.11233000000000001 0.089165000000000008 0.086510000000000017 -0.23752499999999996 0.32523500000000005 -0.24620999999999996 -0.22562499999999999 0.14786000000000002 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 0.15471500000000002 0.099815000000000015 0.024095000000000002 0.083995000000000014 0.088460000000000011 0.088460000000000011 0.10607000000000001 0.085390000000000008 -0.079444999999999988 0.083960000000000021 0.084930000000000019 1.0000000180025095e-35 0.12244500000000001 -0.011139999999999999 -0.0013749999999999997 0.0013750000000000001 0.095330000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -2 7 -7 -9 10 11 -10 -13 14 16 -16 17 19 21 20 22 -18 24 -24 25 26 -14 -28 -29 -30
right_child=2 -3 -4 -5 -6 6 -8 8 9 -11 -12 12 13 -15 15 -17 18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-4.0188290854504944e-06 -0.00010916565268416889 0.00058609080362657549 -0.00037311187086081854 -0.00019782428309554232 0.0001012287776878414 0.00010728854085755302 0.00019470711238682271 -0.00015295765603825983 0.00019658034867792263 0.00015824082267876105 -0.00015880593171459624 -0.00019762056247352373 -0.00012060260807976149 -0.00014715329292206054 -1.4299333558180175e-05 -0.00031714297461307565 -0.00020486098766836917 0.0003660003424556635 -0.000306133529400164 0.00024346383787425503 0.00022534595912227157 -1.6039572345330828e-06 -0.00035010752728253252 6.0056178866080566e-06 0.00023740937441206453 -0.00025746725946191874 2.4852088054504911e-06 0.000349781986785404 3.743302455832771e-06 0.00031268824803357186
leaf_weight=179 20 20 22 20 24 20 20 21 22 29 20 22 42 24 264 22 21 24 29 21 22 1140 21 59 22 20 731 28 170 22
leaf_count=179 20 20 22 20 24 20 20 21 22 29 20 22 42 24 264 22 21 24 29 21 22 1140 21 59 22 20 731 28 170 22
internal_value=0 3.21733e-05 -2.42796e-06 -2.34968e-05 4.03652e-07 -4.43618e-07 3.2311e-07 -1.05746e-06 -1.83247e-06 -6.88815e-07 -2.36724e-06 -1.21949e-06 -2.82881e-06 -1.23096e-06 8.66204e-08 -3.7595e-05 4.63002e-06 2.19889e-05 -1.26122e-05 1.48591e-05 1.06369e-05 -5.28044e-06 6.40046e-06 -8.74741e-05 1.36565e-05 8.79707e-06 1.41599e-05 2.01116e-05 7.86791e-05 3.91432e-05
internal_weight=0 219 2902 199 2880 2856 2836 2816 2796 2775 2746 2726 2704 2682 2658 286 2372 1182 1190 1158 1137 1161 1115 80 1035 1013 993 951 220 192
internal_count=3121 219 2902 199 2880 2856 2836 2816 2796 2775 2746 2726 2704 2682 2658 286 2372 1182 1190 1158 1137 1161 1115 80 1035 1013 993 951 220 192
is_linear=0
shrinkage=0.1


Tree=2862
num_leaves=31
num_cat=0
split_feature=156 475 46 44 1456 1456 16 15 484 403 2 2 1208 403 403 15 132 1204 1452 160 2 43 43 0 0 0 12 42 0 13
split_gain=2.88431e-05 6.2035e-05 2.73781e-05 5.66243e-05 5.47389e-05 3.45773e-05 0.000140588 0.000265093 8.50753e-05 7.21609e-05 0.00020204 0.0003857 7.55046e-05 0.000179043 0.000104357 3.41408e-05 0.00024162 0.000591445 7.1193e-05 7.97729e-05 0.000149341 7.04697e-05 9.14839e-05 0.000117255 0.000377821 0.000233661 7.7847e-05 0.000247229 0.000136924 0.000124505
threshold=0.3248100000000001 0.13528000000000004 0.084955000000000017 0.10049500000000001 0.12676500000000004 0.091180000000000011 -0.008904999999999998 -0.013104999999999999 -0.074759999999999979 -0.54448499999999989 0.089885000000000007 0.083715000000000026 0.10233500000000001 -0.52641999999999989 -0.52800499999999995 0.088990000000000014 -0.083284999999999984 -0.066239999999999979 0.083330000000000015 -0.53908999999999996 0.085515000000000022 0.12450000000000001 0.064745000000000011 -0.083804999999999977 -0.08841499999999998 -0.081784999999999983 0.09364500000000002 0.091735000000000025 -0.076234999999999983 -0.069964999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 9 8 -8 -7 10 11 -1 14 -14 -11 -16 -17 -18 19 20 -19 22 23 24 -21 -25 27 -27 -28 -30
right_child=-2 -3 3 -5 -6 6 7 -9 -10 12 -12 -13 13 -15 15 16 17 18 -20 21 -22 -23 -24 25 -26 26 28 -29 29 -31
leaf_value=6.7155008825163043e-05 -0.00011157092952128986 0.00017211817293649628 0.00020272914014640266 -2.1080448669426219e-05 -0.00014325275734774077 -0.000196641039980497 -4.1050129347359363e-05 0.0004567489927285351 8.1749582681195116e-05 -0.00019034002556321051 0.00015557551440516755 -0.00049978125090698695 0.00034999990690266715 -6.340653113015419e-05 -5.2210865325608973e-06 0.00026586908260421634 -0.00051521633715657076 -0.00031162927589321047 0.00017081671355185791 5.2501958832960692e-05 7.4817185304709713e-05 -0.0001026405608541068 0.00023984897879100492 0.00028998003748902671 -0.00045383642951492227 5.4245563806034628e-05 0.00022359391210867636 -0.0003106148131477172 -0.00015708559233189591 7.223879071046883e-05
leaf_weight=24 23 21 20 26 27 23 23 20 21 29 21 24 20 22 2218 38 21 20 32 56 20 37 22 38 20 65 41 26 32 91
leaf_count=24 23 21 20 26 27 23 23 20 21 29 21 24 20 22 2218 38 21 20 32 56 20 37 22 38 20 65 41 26 32 91
internal_value=0 8.28323e-07 -3.40701e-07 7.62281e-05 -1.50275e-06 -2.28696e-07 6.18945e-05 0.000190484 -6.37728e-05 -2.08153e-06 -0.00010313 -0.000216313 3.66614e-07 0.000133454 -1.62542e-06 3.45309e-07 2.24316e-05 4.67614e-06 2.65116e-05 1.66446e-05 -0.000118406 2.92662e-05 4.17484e-05 2.99375e-05 -8.0745e-05 5.8647e-05 2.41738e-05 -5.00003e-05 6.53313e-05 1.25772e-05
internal_weight=0 3098 3077 46 3031 3004 87 43 44 2917 69 48 2848 42 2806 2777 559 521 500 468 40 428 391 369 76 293 255 91 164 123
internal_count=3121 3098 3077 46 3031 3004 87 43 44 2917 69 48 2848 42 2806 2777 559 521 500 468 40 428 391 369 76 293 255 91 164 123
is_linear=0
shrinkage=0.1


Tree=2863
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 40 12 3 133 3 15 3 12 12 13 13 43 15 43 4 1210 403 402 402 1213 1213 1447 1447 160 1447 1447
split_gain=3.12688e-05 0.0002347 8.65638e-05 2.76773e-05 3.33528e-05 4.30511e-05 4.73973e-05 3.21663e-05 6.54355e-05 9.72775e-05 0.000174741 0.000105666 0.000171517 9.53421e-05 6.56853e-05 5.20269e-05 0.000259252 5.15489e-05 0.000275103 0.000122733 9.36155e-05 3.73256e-05 4.90191e-05 4.00649e-05 7.53883e-05 5.16793e-05 0.000374492 0.000157205 0.000167408 0.000165113
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23123999999999997 -0.24290999999999999 0.13043000000000002 -0.049509999999999992 -0.14032999999999998 -0.07793499999999999 0.084370000000000014 -0.085384999999999975 0.088485000000000022 0.089885000000000007 -0.092879999999999976 -0.036034999999999991 0.084740000000000024 0.082685000000000022 0.055925000000000009 -0.073934999999999987 0.258635 -1.0000000180025095e-35 -0.46140499999999995 -0.40883999999999993 0.23509000000000002 0.10675500000000002 -0.085804999999999979 -0.086424999999999988 -0.090764999999999985 -0.087654999999999983 -0.10333499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 7 -7 8 9 10 -6 13 -13 -11 -10 17 -17 19 20 21 -19 -9 -23 24 25 26 27 29 -29 -24
right_child=1 3 -4 4 5 6 -8 15 14 11 -12 12 -14 -15 -16 16 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.2934950336318417e-05 0.00033586510398890827 0.00010959793860662183 -0.00020398421807772983 -0.00012922485460876488 2.0175442747324381e-05 0.00019768591534913236 -1.0106478675013587e-05 9.6197364435188096e-05 1.4351168107877731e-05 3.4410189670909733e-05 0.00036681612266245512 0.00033154988043298503 -4.9500915607765181e-05 -0.00024036942631937565 -0.0001915901173127904 1.7771821367205123e-05 -0.00038637942253401327 9.4308132247533649e-05 0.0003645489620280189 -0.00025087764399359 -0.00020151306082919729 -0.00015580776719919718 7.9524558968842031e-05 -0.00013664469100728059 0.00016826396200625684 3.9520212820997008e-07 -0.00046118379745166746 -3.1262428148273528e-05 0.00034354748224193994 -0.00032194941741181538
leaf_weight=195 21 23 27 20 33 23 21 38 59 28 26 21 27 23 21 65 21 20 23 20 23 21 20 22 26 2165 20 26 22 21
leaf_count=195 21 23 27 20 33 23 21 38 59 28 26 21 27 23 21 65 21 20 23 20 23 21 20 22 26 2165 20 26 22 21
internal_value=0 2.76988e-06 -3.61707e-05 3.3937e-07 -5.40822e-07 3.67002e-07 9.85123e-05 -1.18025e-06 3.39804e-05 7.12913e-05 0.000172932 1.07173e-05 0.000117209 -8.951e-05 -3.97084e-05 -4.45806e-06 -8.09163e-05 -1.79272e-06 8.53938e-05 -4.18935e-06 -6.39218e-05 -2.11721e-06 -3.71173e-06 -2.33618e-06 -1.05149e-06 -2.98737e-06 -7.01734e-05 1.76941e-05 0.000140525 -0.000126108
internal_weight=0 2899 222 2878 2855 2835 44 2791 238 158 59 99 48 51 80 2553 86 2467 66 2401 43 2381 2343 2322 2300 2274 109 89 48 41
internal_count=3121 2899 222 2878 2855 2835 44 2791 238 158 59 99 48 51 80 2553 86 2467 66 2401 43 2381 2343 2322 2300 2274 109 89 48 41
is_linear=0
shrinkage=0.1


Tree=2864
num_leaves=31
num_cat=0
split_feature=132 393 15 1186 133 2 160 12 160 480 481 403 160 2 3 403 1208 42 403 1209 43 43 1210 1210 0 158 16 43 3 4
split_gain=2.53278e-05 0.000194772 7.27693e-05 6.30454e-05 2.50611e-05 3.54426e-05 2.63251e-05 0.000110058 9.49101e-05 7.00329e-05 4.29712e-05 0.000131839 0.000116346 4.92153e-05 4.26565e-05 3.41781e-05 7.83743e-05 0.000134298 0.000116013 2.82482e-05 0.000133918 4.04281e-05 0.000240697 9.90345e-05 9.24611e-05 5.92063e-05 6.16797e-05 0.000177901 7.26936e-05 9.91503e-05
threshold=-0.083174999999999985 0.12069000000000002 0.092400000000000024 0.049580000000000006 -0.50375999999999987 0.091265000000000013 -0.54913999999999985 0.089625000000000024 -0.53908999999999996 -0.092774999999999982 -0.087424999999999989 -0.55327499999999985 -0.014214999999999998 0.08708500000000001 -0.086554999999999979 -0.54448499999999989 0.10233500000000001 0.11603500000000001 -0.52800499999999995 -0.069599999999999981 -0.0047449999999999992 0.0034250000000000005 -1.0000000180025095e-35 -0.12043 -0.13027499999999997 0.099230000000000013 -0.089669999999999986 0.097930000000000017 -0.089519999999999988 -0.072334999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 -2 7 14 -8 -10 12 -12 -11 -14 -6 -13 18 -18 -17 20 -20 23 -23 -21 -24 26 27 -26 -28 -30
right_child=1 -3 -4 -5 6 -7 8 -9 9 10 11 15 13 -15 -16 16 17 -19 19 21 -22 22 24 -25 25 -27 28 -29 29 -31
leaf_value=7.3828935331799913e-06 0.00013976968355564168 0.0003059343101908564 -0.00019327014696318657 -0.00017593028682139924 7.2718742566870614e-05 -2.7336586605418815e-05 -0.00020045180390297903 0.00025006623313640288 0.00017697953047569501 -0.0002697173826163635 0.00022391531170936875 -0.00010053820708500487 0.00011781713507265193 -9.1392267242316962e-05 -0.00012653464592321225 -0.00020941932005505944 -4.5395535053103231e-05 0.00032107104110764342 -8.1228014148239575e-05 0.00019646445580292495 0.0002339459297497972 -0.00037125995906535538 -0.00021627637468641511 9.5750749221922193e-08 0.00023936472935019994 -0.00016092753402994104 -0.00015941384247071256 -3.0289991021466751e-05 7.9226165191222995e-05 -9.2050418321566122e-05
leaf_weight=176 30 21 25 21 21 22 24 21 22 22 26 35 22 23 22 27 20 20 28 26 26 20 21 2105 40 21 32 63 81 58
leaf_count=176 30 21 25 21 21 22 24 21 22 22 26 35 22 23 22 27 20 20 28 26 26 20 21 2105 40 21 32 63 81 58
internal_value=0 2.49289e-06 -3.25536e-05 -1.21581e-05 2.78759e-07 6.90709e-05 -9.87055e-07 6.24175e-05 -2.45624e-06 -7.20707e-07 -2.16011e-06 -1.5969e-07 -8.12512e-05 1.08879e-05 -2.92249e-05 -2.38079e-06 -1.05332e-06 0.000137838 -3.23371e-06 -1.02545e-06 7.05224e-05 -2.59156e-06 -3.48304e-05 2.49161e-06 -1.35374e-05 8.94894e-07 1.32973e-05 7.44303e-05 -2.35254e-05 7.75824e-06
internal_weight=0 2899 222 197 2878 52 2826 64 2762 2738 2716 2649 67 45 43 2623 2588 40 2548 2521 54 2467 336 2131 316 295 274 103 171 139
internal_count=3121 2899 222 197 2878 52 2826 64 2762 2738 2716 2649 67 45 43 2623 2588 40 2548 2521 54 2467 336 2131 316 295 274 103 171 139
is_linear=0
shrinkage=0.1


Tree=2865
num_leaves=31
num_cat=0
split_feature=33 9 16 0 132 132 1212 130 132 132 131 400 1444 12 12 42 2 15 12 1 15 12 2 43 12 1429 52 1210 0 12
split_gain=2.4514e-05 2.97034e-05 0.000417765 0.000141876 2.44719e-05 0.000122989 6.79807e-05 8.57325e-05 8.3908e-05 8.40593e-05 4.56587e-05 4.40475e-05 4.26342e-05 3.57048e-05 0.000216514 0.000284133 0.000390662 0.000304725 0.000247921 0.000285026 0.000212009 0.000187156 0.00034697 0.000234586 0.00015763 0.000139391 0.000119813 9.93415e-05 0.000104735 0.000186701
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.062294999999999996 0.093160000000000007 0.090050000000000005 0.086680000000000021 0.092225000000000015 0.10240500000000001 0.10859000000000001 0.11049500000000002 -0.090569999999999998 -0.086279999999999982 0.090165000000000009 0.091715000000000005 0.091465000000000005 0.084145000000000011 0.088655000000000025 0.092550000000000007 0.081670000000000006 -0.013104999999999999 0.089570000000000025 0.088475000000000012 -0.011919999999999998 0.091085000000000013 -0.067934999999999982 -0.55692499999999978 -0.07983999999999998 -0.068189999999999987 0.095935000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 11 7 8 -6 -10 -11 -2 -13 21 15 16 17 -15 19 -16 -18 -14 23 -23 -22 -20 -27 -28 -29 -30
right_child=1 2 -4 -5 6 -7 -8 -9 9 10 -12 12 13 14 18 -17 20 -19 25 -21 24 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-8.8482699732506473e-05 0.00010934869460470509 -0.00030156332970364018 0.00044643395600360244 6.2611079825412326e-05 0.00015679722258564422 -0.00018657138999616211 -0.00011122059885175468 0.00024611685273287422 -0.00018393399843024902 0.00011743114962680718 -2.8506573509284348e-05 0.00013359420396306593 -9.1006706283228391e-07 -6.047793880994009e-05 -1.8317058857064697e-05 -0.00047345274908279652 -0.00017976315648411402 -0.00059980541045661089 -0.00020868661296036511 0.00036650846021458214 1.1224888755980199e-05 -0.0002071950444825115 0.00050650818420330151 0.00026108620164450258 0.00036662092472094327 0.00022826141101263818 -0.00023380839469609784 1.8634199302257808e-05 -0.00030590266869694465 -2.9673411516754289e-05
leaf_weight=31 36 20 20 23 39 36 28 21 23 36 53 23 1678 22 39 21 24 20 36 38 26 23 21 20 24 21 20 477 28 194
leaf_count=31 36 20 20 23 39 36 28 21 23 36 53 23 1678 22 39 21 24 20 36 38 26 23 21 20 24 21 20 477 28 194
internal_value=0 8.87687e-07 6.88487e-05 -0.000106772 -5.26764e-07 -2.91831e-06 3.32778e-05 5.68008e-05 3.04721e-05 -1.35162e-05 3.05244e-05 -5.49446e-07 -1.9855e-06 -3.12691e-06 -1.82915e-05 -0.000134983 -7.37085e-05 -0.000317301 4.50359e-07 0.000171597 6.45464e-05 5.49128e-06 0.000173327 1.06102e-05 0.000181815 -1.6532e-05 -7.18389e-06 -1.40606e-05 -7.77311e-06 -6.45131e-05
internal_weight=0 3090 63 43 3027 2827 200 172 151 112 89 2791 2755 2732 990 137 116 42 853 77 74 1742 64 43 50 776 740 719 699 222
internal_count=3121 3090 63 43 3027 2827 200 172 151 112 89 2791 2755 2732 990 137 116 42 853 77 74 1742 64 43 50 776 740 719 699 222
is_linear=0
shrinkage=0.1


Tree=2866
num_leaves=31
num_cat=0
split_feature=156 1429 481 1447 2 16 481 481 1453 1453 1453 158 3 13 158 159 51 475 13 16 13 475 51 157 157 51 0 3 51 156
split_gain=2.38819e-05 5.38004e-05 2.38301e-05 0.000251748 0.000250564 0.00014351 3.97995e-05 5.32458e-05 4.98296e-05 3.91674e-05 4.69257e-05 5.386e-05 8.09522e-05 0.000124117 6.1042e-05 4.75622e-05 3.88775e-05 3.92911e-05 0.000300321 0.000317123 0.000131336 0.000108239 5.36055e-05 0.000132534 0.000120533 0.000169779 0.000155459 8.68828e-05 8.30085e-05 6.13296e-05
threshold=0.3248100000000001 -0.23166999999999996 -0.086484999999999992 -0.085684999999999997 0.085485000000000019 -0.032969999999999992 -0.084329999999999988 -0.081614999999999979 -0.085754999999999984 -0.079499999999999987 -0.076539999999999983 0.11245500000000001 -0.082689999999999986 -0.070999999999999994 0.10544500000000002 0.11058000000000003 -0.43587999999999999 -0.085719999999999977 -0.085804999999999979 -0.0087049999999999992 -0.067719999999999989 -0.084894999999999984 -0.085989999999999997 -0.081579999999999986 -0.00078499999999999989 -0.21316999999999997 -0.014954999999999998 0.0051600000000000005 -0.083899999999999988 0.083840000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -4 -8 -9 -10 -11 14 -13 -14 16 -16 -12 18 -18 -20 -21 -19 23 -23 26 27 -25 29 -24 -26
right_child=-2 2 6 4 5 -7 7 8 9 10 11 12 13 -15 15 -17 17 21 19 20 -22 22 28 24 25 -27 -28 -29 -30 -31
leaf_value=0.00014989515384513654 -0.0001015230633682855 0.0002672426115064549 -0.00010518708800805758 -0.00027012814352929128 0.00027850193648853088 -7.8748093121406703e-05 0.00015416678289429083 -0.00015929312125081198 0.00010423960404295941 -0.00014767682170548308 0.00011235654422004397 6.1068581663466137e-05 -0.00029807517338278043 1.1833014165555749e-05 0.00018435103706906377 -6.6525772457349705e-06 0.00033606046244726869 -0.0002310750252079396 -0.00033104412085287129 0.00029200067184319777 -5.1798516792724987e-07 -0.00024151831325246848 0.00017583579265866085 -5.6529066170610136e-05 -0.00013469713707169062 -0.00029244972202622404 0.0003330320795066655 0.00012484764875433243 -5.5389941670722646e-07 2.5717026222661264e-05
leaf_weight=24 23 35 37 32 22 23 22 20 35 22 30 26 28 24 32 22 29 21 26 20 66 31 27 21 52 26 20 34 2247 44
leaf_count=24 23 35 37 32 22 23 22 20 35 22 30 26 28 24 32 22 29 21 26 20 66 31 27 21 52 26 20 34 2247 44
internal_value=0 7.53723e-07 -4.10686e-07 4.48681e-05 -5.62112e-05 9.59075e-05 -2.12278e-06 -8.19061e-07 -1.9936e-06 -9.0238e-07 -2.1945e-06 -1.06194e-06 -8.30042e-05 -0.000155041 1.26393e-06 0.000106535 -8.46178e-07 -2.12098e-06 4.92513e-05 -2.50118e-05 6.75096e-05 -4.99197e-06 -3.09439e-06 -4.93207e-05 -1.90764e-05 -5.91768e-05 0.000133501 -1.25222e-05 1.54044e-06 -6.1174e-05
internal_weight=0 3098 3074 112 77 45 2962 2925 2903 2883 2848 2826 78 52 2748 54 2694 2664 141 112 86 2523 2502 228 197 156 41 130 2274 96
internal_count=3121 3098 3074 112 77 45 2962 2925 2903 2883 2848 2826 78 52 2748 54 2694 2664 141 112 86 2523 2502 228 197 156 41 130 2274 96
is_linear=0
shrinkage=0.1


Tree=2867
num_leaves=31
num_cat=0
split_feature=123 123 16 1 120 40 10 43 9 132 132 42 4 12 132 131 2 16 400 1186 403 132 50 1185 0 0 1185 0 43 15
split_gain=2.56087e-05 4.66411e-05 3.39978e-05 3.93337e-05 0.000125976 9.38733e-05 3.8244e-05 0.00017036 8.59967e-05 3.17895e-05 0.000102577 9.29938e-05 6.7958e-05 8.60048e-05 8.53755e-05 4.37033e-05 5.47172e-05 8.51038e-05 3.64995e-05 4.3004e-05 0.000170432 0.000105981 0.00113557 0.000634745 7.6551e-05 0.000161467 7.15215e-05 6.30119e-05 4.79699e-05 4.42243e-05
threshold=0.13162000000000004 0.11410500000000003 0.67964000000000013 0.16540500000000002 1.0000000180025095e-35 -0.24134999999999998 0.053330000000000009 -0.074974999999999986 0.091600000000000015 0.093160000000000007 0.090050000000000005 0.094010000000000024 -0.08835999999999998 0.086565000000000017 0.10859000000000001 0.098420000000000021 0.088745000000000004 -0.077074999999999991 -0.090569999999999998 0.057025000000000006 -0.056969999999999993 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 -0.073309999999999986 -0.081784999999999983 1.0000000180025095e-35 -0.087974999999999984 -0.011694999999999999 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 9 10 18 12 -11 14 -14 -15 -17 -18 -7 21 -21 22 24 -23 25 -20 29 -22 -28 -25
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 11 -12 -13 13 15 -16 16 17 -19 19 20 27 23 -24 26 -26 -27 28 -29 -30 -31
leaf_value=0.00021738982014539942 -0.00011279308157099878 0.00014581401110262961 -0.00011645013658562675 0.00014042005936289569 -0.00023870476592988284 9.9778699364429086e-05 9.8802726208833201e-05 -0.0002189988952965438 0.00020337746703132456 -0.00013798555286302874 -0.00017254304747828947 0.00022851383634944165 0.00031086368697287982 -0.00012649632153625135 1.8672844744287433e-05 0.00013901180479609007 -0.00019337683061735334 8.1002767491064837e-05 1.0293223453788272e-05 -0.00026414600554744541 -5.3025993740349714e-05 -0.00056558184710411299 0.00078476878126821259 -7.9293768559047873e-06 0.00014104285498615354 -0.00026683324281798882 7.6193711547169927e-06 0.00015775046789634001 0.00020913717577328769 3.1797798062751748e-05
leaf_weight=20 20 22 25 20 22 36 31 37 21 25 35 23 20 24 20 28 20 26 95 30 37 20 20 1995 25 27 21 23 27 326
leaf_count=20 20 22 25 20 22 36 31 37 21 25 35 23 20 24 20 28 20 26 95 30 37 20 20 1995 25 27 21 23 27 326
internal_value=0 7.27463e-07 -3.09206e-07 6.41522e-07 -2.79892e-07 1.46159e-06 1.82207e-08 -7.41187e-05 1.74234e-06 2.83729e-07 -2.45425e-06 4.02788e-05 1.37181e-05 4.12006e-05 0.000164768 -9.23516e-06 2.87955e-05 -3.82927e-05 -2.34599e-07 -1.59532e-06 -6.95342e-05 7.96891e-07 7.78132e-05 -4.58684e-06 -1.83712e-05 -5.1038e-05 1.49298e-07 2.77716e-05 0.000120973 -2.34943e-06
internal_weight=0 3101 3079 3054 3034 3012 2992 68 2924 2903 2717 186 163 138 40 98 74 46 2682 2646 90 2556 167 2389 147 122 2369 60 48 2321
internal_count=3121 3101 3079 3054 3034 3012 2992 68 2924 2903 2717 186 163 138 40 98 74 46 2682 2646 90 2556 167 2389 147 122 2369 60 48 2321
is_linear=0
shrinkage=0.1


Tree=2868
num_leaves=31
num_cat=0
split_feature=132 1185 1203 50 1429 156 16 16 12 11 1429 1425 475 474 2 2 2 0 51 13 4 0 45 11 1452 33 3 15 1447 52
split_gain=2.89424e-05 0.000184945 0.000107211 4.00067e-05 2.36292e-05 7.37854e-05 2.4661e-05 9.40136e-05 0.000138784 0.000105814 8.72056e-05 9.51685e-05 8.58759e-05 9.02037e-05 8.31316e-05 0.00026833 0.000137079 0.000121481 0.00012056 8.10738e-05 7.23005e-05 6.99747e-05 6.97778e-05 0.000177578 6.58616e-05 6.08739e-05 6.03832e-05 6.02239e-05 5.7744e-05 0.000450887
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 0.093975000000000017 -0.23752499999999996 0.32523500000000005 0.071345000000000006 0.22339500000000004 0.10016000000000001 0.092630000000000018 0.09011000000000001 0.095135000000000011 0.061570000000000007 -0.082254999999999981 0.097605000000000011 0.10912000000000001 0.094095000000000012 -0.067624999999999977 -0.012244999999999997 0.0015850000000000003 -0.17966999999999997 1.0000000180025095e-35 0.094030000000000016 -0.011194999999999998 -0.073879999999999987 -0.009184999999999997 -0.082484999999999989 -0.066844999999999988 -0.086279999999999982 -0.0087299999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 20 8 -8 10 11 12 13 -9 16 18 26 -17 -16 -19 21 -6 23 -22 -25 -26 -15 -28 29 -27
right_child=1 4 -4 -5 5 -7 7 9 -10 -11 -12 -13 -14 14 15 17 -18 19 -20 -21 22 -23 -24 24 25 28 27 -29 -30 -31
leaf_value=2.840017602596033e-06 0.00029146699737545782 -0.00010789563914187285 -0.00025586532312445344 -0.00014323148149872266 0.00025980395494982426 0.00019258104730397464 -4.6849042223372054e-05 0.00021207545578363354 -0.00032262835197384866 -0.00018327228774848796 0.00019868926322669724 0.00021172461941075329 -0.00018600082048214975 -9.4959928047991032e-05 -0.0004430688395223115 0.00017977223133129884 0.00028997125598834828 5.6019477624707207e-05 -0.00011913647491989348 -0.00017316239757527566 0.00027958352255392013 3.3389449732240816e-05 -0.00017581217987092468 0.0001809209330167505 -0.00015976031221119532 -0.0004938654115539976 -6.4055291457205181e-05 0.00012002803857215511 3.5631220726572584e-06 5.5557229335151493e-05
leaf_weight=175 22 20 20 21 21 20 107 20 22 28 25 21 25 39 20 36 20 33 27 29 23 39 22 20 24 20 27 52 2084 59
leaf_count=175 22 20 20 21 21 20 107 20 22 28 25 21 25 39 20 36 20 33 27 29 23 39 22 20 24 20 27 52 2084 59
internal_value=0 2.62587e-06 -3.53156e-05 -1.28105e-05 4.21743e-07 1.17841e-06 -1.6807e-07 -1.96021e-05 -9.38812e-05 4.23368e-06 1.82716e-05 5.34765e-06 -7.86551e-06 6.83213e-06 -7.6727e-06 -6.05471e-05 4.78837e-05 3.36605e-05 -0.00025698 -5.11785e-05 4.29538e-06 0.000112635 1.4089e-06 3.15727e-06 2.76523e-07 -1.37546e-06 6.85193e-06 5.71135e-05 3.8193e-07 -8.35371e-05
internal_weight=0 2905 216 196 2883 2863 2843 531 129 402 374 349 328 303 283 145 138 98 47 62 2312 60 2252 2230 2207 2187 118 79 2163 79
internal_count=3121 2905 216 196 2883 2863 2843 531 129 402 374 349 328 303 283 145 138 98 47 62 2312 60 2252 2230 2207 2187 118 79 2163 79
is_linear=0
shrinkage=0.1


Tree=2869
num_leaves=31
num_cat=0
split_feature=156 475 132 1185 394 50 1204 15 16 399 42 153 474 0 1 447 457 1375 456 160 1429 1429 1429 1455 158 367 42 42 42 3
split_gain=2.66726e-05 5.69284e-05 2.40229e-05 0.000199948 7.07093e-05 6.54755e-05 2.94447e-05 4.32741e-05 3.94616e-05 7.70427e-05 3.02936e-05 2.39195e-05 3.65546e-05 3.19087e-05 0.000182535 3.96467e-05 4.17203e-05 5.60145e-05 4.40651e-05 4.21553e-05 4.00298e-05 4.73423e-05 6.52045e-05 5.07501e-05 0.000101032 3.98972e-05 4.40357e-05 0.000178981 0.000176827 0.000426855
threshold=0.3248100000000001 0.13528000000000004 -0.083174999999999985 -0.083264999999999992 0.013605000000000001 0.09227500000000001 -0.085624999999999993 0.084905000000000022 -0.090054999999999982 0.087955000000000019 -0.019989999999999997 0.086100000000000024 -0.42010499999999995 -0.24955499999999997 0.10781 0.094580000000000011 0.41022000000000008 -0.16449999999999998 0.095815000000000011 0.51752500000000012 0.11023000000000001 0.091465000000000005 0.087700000000000014 -0.24112999999999998 0.13769500000000004 -0.0098099999999999975 0.085730000000000015 0.086135000000000003 0.083995000000000014 -0.086424999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 8 -8 10 -10 12 -5 14 -14 16 17 -15 19 20 21 22 23 -19 25 -25 28 -28 -27 -30
right_child=-2 -3 3 11 -6 -7 7 -9 9 -11 -12 -13 13 15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.00010478018279913901 -0.00010729089693125823 0.0001648848784194949 0.00030956428797383398 0.00013211169307829725 -0.00020664818454991163 -0.00015859050790486098 -6.2646518691090522e-05 -0.00010584949756905968 -6.9168345180514732e-05 0.00022593461211986972 8.2714637665048946e-05 -0.00010400848709237339 0.00023485452528499689 -0.00013135773337897704 -0.00015516128049057444 -0.00013250314867273909 0.00012541010196750555 0.00013991420145612212 0.00010664570512936304 0.00011410428095616461 -0.00013175185985498199 0.00010878646130789237 -0.00014550660023360251 0.00010780072171297488 -0.00022169015477023401 -1.5524126197758556e-06 0.00027706411216058766 6.1893011719739984e-06 -0.00047568420081073857 -4.0123411068904077e-05
leaf_weight=27 23 21 21 21 21 27 37 35 29 21 24 22 30 33 20 23 26 25 38 31 24 38 32 33 21 1226 25 1005 27 135
leaf_count=27 23 21 21 21 21 27 37 35 29 21 24 22 30 33 20 23 26 25 38 31 24 38 32 33 21 1226 25 1005 27 135
internal_value=0 7.9654e-07 -3.23335e-07 2.13458e-06 -3.20871e-05 -1.37582e-05 8.84571e-06 -8.8956e-06 2.16755e-05 6.38364e-05 -3.91145e-07 -1.42682e-07 6.69635e-07 -3.19005e-07 7.88482e-05 -1.76261e-06 -6.56675e-07 -1.87381e-06 -2.67427e-07 -1.81689e-06 -3.20383e-06 -2.00198e-06 -3.66665e-06 -1.84892e-06 -3.28261e-06 -1.41131e-06 -2.9018e-06 1.27639e-05 -1.45269e-05 -0.000112717
internal_weight=0 3098 3077 2856 221 200 173 146 111 74 53 2835 2813 2792 50 2742 2719 2693 2660 2622 2591 2567 2529 2497 2472 2451 2418 1030 1388 162
internal_count=3121 3098 3077 2856 221 200 173 146 111 74 53 2835 2813 2792 50 2742 2719 2693 2660 2622 2591 2567 2529 2497 2472 2451 2418 1030 1388 162
is_linear=0
shrinkage=0.1


Tree=2870
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 128 128 12 12 15 12 12 133 13 400 402 12 13 15 43 33 47 47 9 47 15 47 52 129 151
split_gain=2.43471e-05 0.000769667 0.000341167 0.000189464 2.48673e-05 2.57188e-05 7.18734e-05 0.000175942 7.40555e-05 6.90114e-05 5.7519e-05 0.000144872 9.76995e-05 8.70081e-05 4.31528e-05 4.51555e-05 8.7393e-05 0.000326059 0.000190513 0.000117103 3.65014e-05 4.27189e-05 0.000287091 0.000166747 5.21821e-05 0.000197329 0.000273645 0.000264968 5.05483e-05 4.89729e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.087384999999999977 0.10022000000000002 -0.037359999999999997 0.090375000000000025 0.079650000000000012 0.089005000000000015 0.23631000000000002 -0.5556049999999999 0.092755000000000018 0.089570000000000025 -0.0089749999999999986 0.01128 -0.39724499999999996 0.11232500000000002 0.091930000000000012 -0.051094999999999995 0.089485000000000023 -0.0061399999999999988 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.09055500000000001 0.079365000000000005 -0.10203999999999998 0.087235000000000021 0.083680000000000018 0.10412500000000001 -0.088279999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 8 -8 9 -6 11 12 -7 -12 -11 20 18 -18 19 -17 -16 23 -23 24 28 27 -27 -26 29 -22
right_child=2 -3 4 -5 5 10 7 -9 -10 14 13 -13 -14 -15 15 16 17 -19 -20 -21 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=3.8882863469205384e-06 -0.00041401806751309775 0.00060779363848268992 8.4207406977969055e-05 -0.00032072823014459576 0.00013655776935126131 -0.00016873244676389733 -4.9917410011403264e-05 0.00034801184141542763 -0.00019220614314690467 -0.00014044159741553647 0.00016659577991554722 -0.00030315152240897685 9.1741841182132103e-05 -7.0878767534547171e-05 -0.00011828544329209426 0.00027219843579500563 -7.4422964371478886e-05 0.000427879449731942 -0.00026367097328017865 -6.1757059570698484e-05 4.6110345494386942e-05 0.00037415264300959635 4.4425078879965831e-06 -0.00021942565729710217 0.00048343439962731543 0.00022722564955031323 -0.00023189383551011015 -1.3169041168029335e-05 0.00014157608112208952 -1.205580490905368e-05
leaf_weight=178 20 21 35 20 37 24 25 20 20 22 27 24 36 36 27 21 28 24 21 21 157 23 242 36 21 21 34 22 23 1855
leaf_count=178 20 21 35 20 37 24 25 20 20 22 27 24 36 36 27 21 28 24 21 21 157 23 242 36 21 21 34 22 23 1855
internal_value=0 3.21517e-05 -2.42634e-06 -2.89013e-05 4.29951e-07 -5.99979e-07 1.61775e-06 0.00012694 -5.06359e-07 9.48668e-07 -4.13337e-05 -9.55061e-05 -1.24479e-05 3.0896e-05 -9.8264e-07 2.08392e-07 6.1456e-05 0.000157409 -1.77432e-05 0.000105221 -2.65365e-06 -1.37096e-06 3.65306e-05 -6.00162e-06 -2.39953e-06 6.8875e-05 -5.65937e-05 0.000229358 -5.83191e-06 -7.51699e-06
internal_weight=0 219 2902 198 2882 2847 2700 45 2655 2635 147 84 60 63 2598 2576 115 52 63 42 2461 2434 265 2169 2133 98 55 43 2035 2012
internal_count=3121 219 2902 198 2882 2847 2700 45 2655 2635 147 84 60 63 2598 2576 115 52 63 42 2461 2434 265 2169 2133 98 55 43 2035 2012
is_linear=0
shrinkage=0.1


Tree=2871
num_leaves=31
num_cat=0
split_feature=1429 156 1428 475 475 156 156 151 1375 3 1 1375 447 147 48 52 11 16 16 16 1 42 1453 159 4 484 130 4 0 1
split_gain=2.52013e-05 7.13435e-05 6.37618e-05 3.2553e-05 0.000202397 0.000113711 0.00012495 9.80735e-05 9.64361e-05 0.000199021 8.3419e-05 6.24383e-05 3.12423e-05 5.85925e-05 0.000136777 4.09419e-05 8.70657e-05 3.98897e-05 9.04425e-05 0.000173249 0.000115356 0.000107093 7.40797e-05 0.000107253 0.000157273 6.60924e-05 5.9311e-05 5.7403e-05 5.85435e-05 5.19006e-05
threshold=0.12521000000000002 0.3248100000000001 0.094820000000000015 -0.085774999999999976 -0.086304999999999979 1.0000000180025095e-35 -0.077649999999999983 -0.081779999999999978 -0.15308499999999997 0.092670000000000016 0.08776500000000001 -0.090674999999999992 0.10121000000000001 0.093875000000000014 -0.07095499999999999 -0.54906499999999991 0.079300000000000009 0.071345000000000006 0.23311500000000004 0.19444000000000003 0.082005000000000008 0.075730000000000006 -0.0067199999999999994 0.10545500000000001 -0.111605 -0.48714499999999994 0.096625000000000003 -0.17966999999999997 1.0000000180025095e-35 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 9 -5 -9 -10 13 15 -15 16 -13 25 19 20 21 -19 -20 24 -24 -17 -26 28 -27 -29
right_child=-2 -3 -4 8 -6 7 -8 10 11 -11 -12 12 -14 14 -16 17 -18 18 22 -21 -22 -23 23 -25 26 27 -28 29 -30 -31
leaf_value=4.1408635093830526e-05 0.00011189243392436765 -0.00018441440437787346 0.00013101414173237377 0.00029093074417687605 -0.0003426137386122719 0.00025839532276482455 -0.00027170079181534955 -0.00010674146330324397 -0.00016525094865558102 -0.00011119481496280059 0.00012921305277469118 0.00017196212242990256 0.00011625603184928996 -0.00025608085785669183 6.9249083238294892e-05 0.00013512606988354636 -7.6834655059924859e-05 0.0001671554687553518 0.00018569634936284275 -0.00036542764241208456 -0.00025097300957505861 -8.7835644844744823e-05 0.00021555993037623012 -0.00018526882313381067 -1.1770964098310665e-06 0.00023326007011790007 -0.00016148087813268864 9.0150236588403144e-06 2.6163529830041511e-05 -2.5290069251107033e-05
leaf_weight=25 20 21 37 32 20 21 26 31 23 20 29 39 23 28 24 38 22 28 20 21 21 40 32 32 159 21 27 1592 39 610
leaf_count=25 20 21 37 32 20 21 26 31 23 20 29 39 23 28 24 38 22 28 20 21 21 40 32 32 159 21 27 1592 39 610
internal_value=0 -7.21659e-07 5.30791e-07 -1.05576e-06 -4.61631e-05 -1.24629e-06 -0.000118216 7.24012e-05 1.31584e-06 0.000136267 7.30322e-06 -1.15597e-06 1.84298e-07 -7.71538e-07 -0.000105929 1.22341e-06 8.22321e-05 -6.20441e-07 -3.06352e-05 -0.000107068 -4.61068e-05 1.71607e-05 5.04075e-07 -1.43113e-05 1.07834e-05 4.33852e-06 -2.4447e-05 2.14139e-06 9.86473e-05 -4.88204e-07
internal_weight=0 3101 3080 3043 152 132 51 81 2891 52 60 2839 2816 2793 52 2741 61 2680 380 110 89 68 270 250 218 2300 186 2262 60 2202
internal_count=3121 3101 3080 3043 152 132 51 81 2891 52 60 2839 2816 2793 52 2741 61 2680 380 110 89 68 270 250 218 2300 186 2262 60 2202
is_linear=0
shrinkage=0.1


Tree=2872
num_leaves=31
num_cat=0
split_feature=123 123 16 3 51 155 1 120 40 10 43 9 1373 2 457 1427 1427 16 1372 150 456 150 148 457 1375 1375 456 150 151 456
split_gain=2.37015e-05 4.08227e-05 3.03184e-05 0.000138351 0.000200628 9.94143e-05 3.51266e-05 0.000108838 7.88377e-05 3.03746e-05 0.000159472 8.38663e-05 3.11925e-05 0.000122329 0.000133248 4.44353e-05 8.04385e-05 7.25775e-05 3.63684e-05 3.53611e-05 3.40207e-05 4.2491e-05 0.000246313 7.47027e-05 4.92054e-05 4.41345e-05 3.70086e-05 5.09941e-05 6.34274e-05 5.06817e-05
threshold=0.13162000000000004 0.11135500000000001 0.62682500000000008 -0.094874999999999987 -0.12794499999999998 0.11854500000000001 0.16540500000000002 1.0000000180025095e-35 -0.24134999999999998 0.053330000000000009 -0.074974999999999986 0.08925000000000001 0.081220000000000014 0.087195000000000009 -0.079829999999999984 0.089335000000000012 0.078535000000000008 0.057265000000000003 -0.082994999999999985 0.12820000000000001 0.10512000000000001 0.10980500000000001 -0.063899999999999985 0.10259500000000001 0.088145000000000015 0.08517000000000001 0.088285000000000016 0.10314000000000002 0.092070000000000013 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 7 8 -1 11 -11 12 15 -14 -15 16 18 -17 -10 20 21 23 -23 24 25 26 27 28 29 -20
right_child=-2 -3 3 -5 -6 -7 -8 -9 9 10 -12 -13 13 14 -16 17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00019816200063360159 -0.00010851184808416293 0.00012796898029773728 0.0002737263347874184 -0.00022066122660500256 -0.00010958089163371672 0.00017954515772859646 0.00013160664544557222 -0.00022295846578014212 0.00013189075786309938 9.704105032142252e-05 -0.00021441712467484258 0.00016968335819848141 9.4847792733444611e-05 -1.4616780594224111e-05 -0.00036091657584620408 0.00022859843871132895 -0.00015398303697592759 -2.826643063930202e-05 2.661009370388031e-07 0.00010593616227138669 -0.00011759393122338224 0.00010643652390821704 -0.00027437236117707056 0.00016718394744438467 0.00013420051394927283 -0.00013941087198200759 0.00010336521081626416 0.00014036580751417205 -0.0001331086057738552 -0.00015579129858884873
leaf_weight=20 20 25 22 33 36 31 20 22 21 31 35 29 29 25 20 22 34 22 2306 31 25 35 33 27 27 23 34 25 37 21
leaf_count=20 20 25 22 33 36 31 20 22 21 31 35 29 29 25 20 22 34 22 2306 31 25 35 33 27 27 23 34 25 37 21
internal_value=0 6.99845e-07 -3.34527e-07 -5.71951e-05 3.58115e-05 1.39891e-06 -4.706e-07 -1.37092e-06 3.0316e-07 -1.06516e-06 -6.81262e-05 5.01022e-07 -1.2531e-06 -6.5313e-05 -0.000168528 4.87784e-07 -1.14933e-06 0.000100166 8.15257e-07 -2.33747e-07 -1.50304e-06 -3.72868e-07 -7.83678e-05 1.74859e-06 -5.76145e-08 -1.53961e-06 -2.30889e-07 -1.70526e-06 -3.2077e-06 -1.14224e-06
internal_weight=0 3101 3076 91 58 2985 2954 2934 2912 2892 66 2826 2797 74 45 2723 2679 44 2645 2624 2593 2568 68 2500 2473 2446 2423 2389 2364 2327
internal_count=3121 3101 3076 91 58 2985 2954 2934 2912 2892 66 2826 2797 74 45 2723 2679 44 2645 2624 2593 2568 68 2500 2473 2446 2423 2389 2364 2327
is_linear=0
shrinkage=0.1


Tree=2873
num_leaves=31
num_cat=0
split_feature=46 158 1456 158 483 0 12 130 158 1456 160 12 1455 1455 1455 481 1447 13 1456 15 1456 16 4 43 51 1428 1447 481 52 474
split_gain=2.43219e-05 6.17992e-05 3.11237e-05 4.978e-05 3.93179e-05 0.000161754 0.000120674 7.14871e-05 6.81336e-05 5.78999e-05 6.28583e-05 0.000101483 5.5878e-05 6.9676e-05 4.52536e-05 3.85958e-05 0.000213708 0.000283135 7.32758e-05 0.000293042 0.000115507 5.58495e-05 5.40745e-05 0.000111487 5.11206e-05 0.000167079 4.90629e-05 6.11541e-05 4.91302e-05 8.57476e-05
threshold=0.10253500000000002 -0.47356499999999996 -0.50750999999999991 -0.46695499999999995 0.098395000000000024 -0.062294999999999996 0.23631000000000002 -0.22562499999999999 -0.25150999999999996 -1.0000000180025095e-35 -0.063384999999999983 0.089735000000000023 -0.14432499999999995 -0.079434999999999992 -0.018454999999999996 -0.086484999999999992 -0.085684999999999997 -0.081224999999999978 0.085790000000000019 0.086195000000000008 0.084805000000000019 -0.018494999999999998 -0.50940999999999981 -0.014584999999999999 -0.44986999999999994 -0.042789999999999995 -0.086304999999999979 -0.051484999999999996 -0.56368999999999991 -0.25711499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 9 7 -5 -9 -6 11 -11 -10 -14 -15 16 -16 -18 20 21 22 -20 23 -17 -24 -26 -27 -28 -29 -30
right_child=-2 2 3 4 5 -7 -8 8 12 10 -12 -13 13 14 15 18 17 -19 19 -21 -22 -23 24 -25 25 26 27 28 29 -31
leaf_value=0.00014874435406194868 -9.1153441831167965e-05 0.00012384269707581554 -0.00013170512654047845 0.00016758606585790404 0.00013837243645684795 0.00030786886851447414 -0.00024726618241402318 -0.00017003358049502519 -0.00014674831584740719 1.8231538278461601e-05 9.4216867000795912e-05 -0.00025034388933515097 0.00014073902845016816 -0.00013796460974238773 0.00027741976049465818 4.6810079174974818e-05 -0.00023071560730126553 0.00020493793238599142 -8.0753516572763654e-05 -0.0004084248001824811 0.00022909611652721651 9.4198448710517996e-05 -0.00015782194888743108 -0.0002097214236224924 0.00027095689083975948 -0.00012284814706617909 0.00012764656321929868 0.00014210357148840559 -0.00020787651446880774 8.2870157481778471e-08
leaf_weight=28 29 20 29 25 25 21 20 24 26 34 26 24 35 24 31 32 35 26 36 22 22 37 20 36 23 32 38 24 20 2297
leaf_count=28 29 20 29 25 25 21 20 24 26 34 26 24 35 24 31 32 35 26 36 22 22 37 20 36 23 32 38 24 20 2297
internal_value=0 8.54928e-07 -4.96542e-07 -1.31349e-06 -5.93064e-08 5.3737e-05 -2.48341e-06 -7.74625e-07 -2.25667e-06 4.77586e-06 -3.4985e-05 -9.29031e-05 -8.26756e-07 5.33086e-07 -1.24811e-06 -4.66513e-08 6.36234e-05 -4.50272e-05 -2.2663e-06 -8.84961e-05 9.53763e-07 7.92077e-06 -1.03638e-06 -8.90007e-05 1.4011e-06 2.70943e-06 1.50451e-07 1.80491e-06 -2.37801e-07 -1.7122e-06
internal_weight=0 3092 3064 3044 3015 130 2885 2865 2840 109 84 58 2816 2790 2755 2731 92 61 2639 95 2544 73 2522 68 2454 2434 2411 2379 2341 2317
internal_count=3121 3092 3064 3044 3015 130 2885 2865 2840 109 84 58 2816 2790 2755 2731 92 61 2639 95 2544 73 2522 68 2454 2434 2411 2379 2341 2317
is_linear=0
shrinkage=0.1


Tree=2874
num_leaves=31
num_cat=0
split_feature=130 12 1429 472 1428 1420 2 475 475 2 1454 4 2 4 475 3 3 475 52 52 1375 1429 457 49 49 4 49 12 1375 1456
split_gain=2.69702e-05 8.26868e-05 2.38923e-05 5.44544e-05 5.46483e-05 2.65959e-05 8.19193e-05 5.51975e-05 5.24838e-05 7.24126e-05 6.84521e-05 4.21255e-05 0.00013815 5.85152e-05 2.9121e-05 0.000332815 0.000363482 9.9957e-05 3.19814e-05 0.000117705 9.86762e-05 0.000184184 8.83066e-05 7.67104e-05 0.000115064 0.000147765 9.5441e-05 0.000148654 6.8525e-05 6.82649e-05
threshold=-0.23647499999999996 0.23631000000000002 0.12521000000000002 -0.38234499999999999 0.094820000000000015 -0.083279999999999979 0.087470000000000006 -0.50059999999999982 -0.10664 0.092120000000000021 0.12106000000000001 -0.50940999999999981 0.095195000000000016 -0.49013999999999996 -0.085774999999999976 -0.087429999999999994 -0.084524999999999975 -0.085359999999999978 -0.080114999999999978 -0.081429999999999989 0.084665000000000018 0.057970000000000008 0.41022000000000008 0.11308500000000002 0.082865000000000008 -0.0082299999999999995 0.12899500000000003 0.097575000000000009 -0.16449999999999998 -0.0083149999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -7 9 -9 11 12 -10 -13 15 -15 -17 -16 19 20 21 23 28 24 29 -26 -25 -28 -20 -19
right_child=1 -3 -4 4 -6 7 -8 8 10 -11 -12 13 -14 14 17 16 -18 18 22 -21 -22 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=-0.00011575272097616107 -0.00015810690158766442 0.00019392595565725722 0.00010830917846760713 7.399477118187034e-05 0.00012226463544114571 0.00016513481255969964 -0.00018005735168117102 1.2652812752507587e-05 5.0030415670537169e-05 -0.00025025606257258912 0.00018441536936734338 0.00014711868705624646 -0.00024324942255745933 0.00023703055712394417 0.0002131924489565956 -0.00054074233887149606 6.060060531449234e-06 -0.00019490523698550532 -0.00016205683417501861 -0.0002605569353909232 0.00015136678369291238 -0.00026925235759900438 0.00019542572748226426 -0.00025724420282550943 -1.6508327186756741e-05 0.00028753677015042593 -0.00017153054704303268 0.00018816931900801138 4.493433861926654e-06 -4.1943949473221203e-06
leaf_weight=20 22 22 20 22 36 20 30 22 36 20 20 27 29 25 22 20 31 20 25 20 34 29 24 26 33 31 27 20 2083 305
leaf_count=20 22 22 20 22 36 20 30 22 36 20 20 27 29 25 22 20 31 20 25 20 34 29 24 26 33 31 27 20 2083 305
internal_value=0 7.46544e-07 -6.33757e-07 -1.34604e-06 -2.10461e-07 -1.67967e-06 -7.25738e-05 -4.2959e-07 -1.56011e-06 -0.000112542 5.44516e-08 -1.23164e-06 -8.08175e-05 6.14573e-07 -8.10873e-07 -6.18582e-05 -0.000208372 9.08132e-07 -8.36453e-07 -2.24547e-05 -1.33841e-05 -2.47925e-05 4.68978e-06 -9.44766e-06 8.20429e-06 0.000130764 -0.000103511 -1.84668e-05 2.51822e-06 -1.59304e-05
internal_weight=0 3101 3079 3059 3037 3001 52 2949 2929 42 2887 2867 65 2802 2775 76 51 2699 2677 545 525 491 2132 462 389 64 73 47 2108 325
internal_count=3121 3101 3079 3059 3037 3001 52 2949 2929 42 2887 2867 65 2802 2775 76 51 2699 2677 545 525 491 2132 462 389 64 73 47 2108 325
is_linear=0
shrinkage=0.1


Tree=2875
num_leaves=31
num_cat=0
split_feature=1429 156 1426 1428 157 1425 1425 472 42 1455 1456 1456 1447 3 43 1447 16 1447 479 481 481 0 484 2 51 16 16 475 150 482
split_gain=2.47953e-05 9.35856e-05 2.704e-05 3.98407e-05 8.18157e-05 2.9445e-05 6.85097e-05 2.37357e-05 4.04473e-05 3.99741e-05 5.26133e-05 6.85762e-05 4.40782e-05 0.000394141 0.000174387 0.000157149 0.000145491 7.07249e-05 8.7102e-05 5.93005e-05 5.23128e-05 0.000148565 0.000167847 0.00011947 3.97363e-05 2.67147e-05 0.000197243 0.000150252 7.85233e-05 7.34781e-05
threshold=-0.23752499999999996 0.32523500000000005 -0.08286499999999998 -0.071779999999999997 0.51508000000000009 0.10034500000000002 0.082985000000000017 -0.082054999999999975 0.085935000000000025 -0.24112999999999998 -0.16825499999999996 -0.11085999999999999 -0.086279999999999982 -0.085709999999999995 -0.072269999999999987 -0.084334999999999979 -0.013024999999999998 -0.082344999999999988 0.10713500000000002 -0.15265499999999996 -0.051484999999999996 -0.082084999999999977 -0.053834999999999994 0.10327000000000001 -0.46280499999999997 -0.0094449999999999968 -0.0087049999999999992 -0.085734999999999992 0.10545000000000002 0.098465000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -5 -9 -11 -12 13 -13 -15 16 -14 -17 19 -19 21 22 -21 -23 -22 27 -27 -26 -28 -29
right_child=1 -3 3 4 -6 -7 -8 9 -10 10 11 12 15 14 -16 17 -18 18 -20 20 24 23 -24 -25 25 26 28 29 -30 -31
leaf_value=-0.0001057882301521121 -0.00010867123327562182 0.00021636829013004901 -0.00014051336504053324 1.0276955086178183e-05 0.00020267975181923251 -0.00011824582623029572 0.0001805666582229259 0.00011934106753739929 -0.00017887989162773012 -0.00011608393551096715 0.00015658397620167566 -0.00045648126066225817 7.4227948789484801e-06 -7.2691133370556473e-05 0.00029746922606136653 -0.00013699200056802702 0.00038885565547388981 -0.00014370241391087145 0.00017276323643304281 2.8945265624385614e-05 0.00012543677427553728 -0.00020831152354124549 0.00040905510055987788 0.00011430841216431211 0.00024176584416776538 -0.00027496881214982092 -1.6484785268666763e-05 1.871276304055174e-06 0.0001328310992657616 -0.00018636324800484414
leaf_weight=22 23 20 20 26 20 21 21 28 20 39 28 20 20 35 20 38 20 29 29 26 24 24 21 22 26 29 732 1660 37 21
leaf_count=22 23 20 20 26 20 21 21 28 20 39 28 20 20 35 20 38 20 29 29 26 24 24 21 22 26 29 732 1660 37 21
internal_value=0 7.51e-07 -6.49567e-07 1.63424e-07 1.09015e-06 -2.46653e-07 5.8072e-07 -6.90196e-07 -7.19652e-05 4.29561e-07 -7.1855e-07 8.54064e-07 -6.85095e-07 -7.63257e-05 6.19126e-05 1.37185e-06 0.000198139 -1.52392e-06 3.96897e-07 -1.48866e-06 8.42562e-08 7.37424e-05 0.000198782 -5.4015e-05 -2.62441e-06 -3.85134e-06 -1.89551e-05 3.20949e-06 -9.30054e-06 -4.80256e-07
internal_weight=0 3099 3079 3056 3036 3016 2995 2974 46 2928 2900 2861 2833 75 55 2758 40 2718 2680 2651 2622 93 47 46 2529 2505 798 1707 769 1681
internal_count=3121 3099 3079 3056 3036 3016 2995 2974 46 2928 2900 2861 2833 75 55 2758 40 2718 2680 2651 2622 93 47 46 2529 2505 798 1707 769 1681
is_linear=0
shrinkage=0.1


Tree=2876
num_leaves=31
num_cat=0
split_feature=33 50 376 43 51 40 43 13 46 1455 12 1 1 0 2 52 3 9 16 2 0 16 1 159 0 1186 394 1186 4 1
split_gain=2.44776e-05 2.30287e-05 2.47425e-05 5.43335e-05 5.29969e-05 6.69559e-05 6.29575e-05 4.9636e-05 4.10844e-05 7.10975e-05 4.39559e-05 0.000160556 0.000370881 0.000111807 0.000187646 7.6203e-05 6.88899e-05 4.95777e-05 9.75009e-05 7.75895e-05 4.19727e-05 6.19731e-05 7.72158e-05 3.95468e-05 3.61278e-05 4.6739e-05 0.000172693 0.000132567 4.50592e-05 7.50143e-05
threshold=-0.018454999999999996 0.14828500000000003 0.080200000000000007 -0.077044999999999988 0.078435000000000019 -0.081029999999999977 -0.084999999999999978 -0.073839999999999975 0.10253500000000002 0.11922500000000001 -0.010834999999999999 0.10708500000000001 0.097525000000000014 -0.09515499999999999 0.10803500000000001 -0.081429999999999989 -0.011549999999999998 0.088235000000000022 -0.087484999999999993 -1.0000000180025095e-35 -0.079634999999999997 -0.11118499999999999 0.12958500000000003 0.087225000000000011 0.14486500000000005 0.062435000000000011 0.15288500000000002 0.087140000000000009 0.51164000000000009 0.13927000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 6 -4 -5 9 10 11 12 15 14 -13 -2 -17 19 -19 -12 -15 -22 -23 -16 25 26 28 -27 29 -21
right_child=1 -3 3 7 -6 -7 -8 -9 -10 -11 17 13 -14 20 23 16 -18 18 -20 24 21 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=9.8552643406947039e-05 9.7816757678864866e-05 -0.0001077536643424537 9.935049322218849e-05 -0.00012905923739990927 0.00023085025663021954 0.00020301944503444249 -0.00011866797156269765 5.7603645629049948e-05 -0.00013525648307973905 0.00017801069751509534 0.00018608477561349941 0.00036966386195715696 -0.00050144969162912198 -0.00017595691140741111 9.6931590241697651e-05 2.5479800918522717e-05 -0.00019449046268294167 3.8979976555062673e-05 -0.00026609220127284062 3.3492320087623806e-07 0.00010048336078962793 5.262447037239326e-05 -0.00021886407984394202 -9.2873730630214739e-05 9.2475195954246507e-05 -0.00026430334977339955 0.00028778864971605974 2.9241635693324501e-05 0.00012590414200011374 -0.00015623927720298525
leaf_weight=25 27 20 26 29 20 20 27 28 23 22 23 21 22 20 23 24 35 22 20 2364 29 20 22 21 43 25 21 40 28 31
leaf_count=25 27 20 26 29 20 20 27 28 23 22 23 21 22 20 23 24 35 22 20 2364 29 20 22 21 43 25 21 40 28 31
internal_value=0 -7.958e-07 -1.00365e-07 3.9511e-05 8.66287e-05 4.7116e-05 -1.17155e-05 -3.73652e-05 -2.13102e-06 -1.07629e-06 -2.44384e-06 -4.13338e-05 -0.00013506 2.35537e-05 0.000123723 -4.13325e-05 -0.000105011 1.47933e-06 -0.000106292 3.23716e-06 -4.79961e-05 -1.19507e-05 -8.95838e-05 6.34269e-06 1.58924e-06 3.16063e-08 2.25745e-06 -8.36603e-05 -2.17228e-07 -1.69172e-06
internal_weight=0 3096 3076 150 93 73 53 57 2926 2903 2881 264 108 156 65 86 59 2617 42 2575 91 71 42 44 2552 2509 2444 65 2423 2395
internal_count=3121 3096 3076 150 93 73 53 57 2926 2903 2881 264 108 156 65 86 59 2617 42 2575 91 71 42 44 2552 2509 2444 65 2423 2395
is_linear=0
shrinkage=0.1


Tree=2877
num_leaves=31
num_cat=0
split_feature=130 121 33 9 2 15 49 97 97 9 34 45 447 4 147 0 2 2 2 2 2 13 3 13 4 39 0 4 3 403
split_gain=2.22282e-05 7.29586e-05 2.44577e-05 4.34778e-05 8.05614e-05 2.53757e-05 2.91111e-05 2.552e-05 4.26919e-05 0.000125818 4.98135e-05 3.86415e-05 3.06351e-05 6.87285e-05 0.000165362 4.49598e-05 4.2924e-05 0.000118256 0.000108344 0.000129874 0.000323334 0.000240635 0.000166974 0.00010722 9.17534e-05 8.42475e-05 8.2376e-05 7.3785e-05 0.000160707 0.000111701
threshold=-0.23647499999999996 -0.088279999999999983 -0.009184999999999997 0.088235000000000022 -0.15339499999999998 0.23208000000000004 -0.18481499999999998 -0.086464999999999986 -1.0000000180025095e-35 -0.036024999999999995 -0.083494999999999986 0.094030000000000016 0.088380000000000014 -0.0094449999999999968 0.095485000000000014 -0.24955499999999997 0.098630000000000009 0.10045500000000002 0.097220000000000015 0.096325000000000008 0.095195000000000016 -0.055129999999999992 -0.076514999999999986 -0.17933499999999997 -0.016304999999999997 -0.020804999999999994 0.047850000000000011 -0.085719999999999977 -0.086554999999999979 -0.55049499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 -8 10 -10 -9 12 15 -14 -15 -11 18 -18 19 20 23 -21 -22 -17 -20 -19 27 28 -25 -29
right_child=1 2 3 4 -6 -7 7 8 9 11 -12 -13 13 14 -16 16 17 25 24 21 22 -23 -24 26 -26 -27 -28 29 -30 -31
leaf_value=-0.00010508511441003066 0.00017081933584995571 -9.0555197045129429e-05 -9.7203187351624365e-05 -5.6520660061658806e-06 0.00023147045228498706 0.00010310423037046112 -0.00011114662352372848 0.00021379986937972718 -0.00025195271395205059 0.00014509725945324384 1.1223497343356332e-07 -0.00011129263781889853 7.107924369008218e-05 -0.00029189549677539618 6.9981236099366748e-05 -0.00023017402858386052 0.00020114732074684333 -0.00017126710263255519 -4.6032831125879005e-05 0.00042119404330151163 -8.6960506866619525e-05 -6.9351948259281936e-05 -0.00049069110593336518 -2.0999709504628765e-05 -0.00031596430315403271 1.9231497459358394e-05 0.0001377901223101865 0.00018444727108414685 -0.00026335918371314031 3.6542174454417211e-06
leaf_weight=20 25 30 32 38 23 23 21 20 20 22 24 31 26 28 23 20 35 24 34 20 21 20 20 233 20 710 44 35 31 1448
leaf_count=20 25 30 32 38 23 23 21 20 20 22 24 31 26 28 23 20 35 24 34 20 21 20 20 233 20 710 44 35 31 1448
internal_value=0 6.77743e-07 -7.05073e-07 1.7986e-07 8.37548e-05 -1.52804e-06 -2.34051e-06 -1.30447e-06 -5.11518e-07 -2.01281e-06 9.7243e-05 -2.55762e-07 9.67459e-07 -6.12395e-05 -0.000128696 2.71753e-06 1.56381e-06 2.15658e-05 -6.34038e-06 -2.35411e-06 -6.20454e-06 0.000175921 -0.000283902 8.23739e-08 -0.000146007 1.30027e-05 2.65363e-06 -7.49917e-07 -4.94586e-05 7.92108e-06
internal_weight=0 3101 3076 3046 61 2985 2962 2930 2909 2865 44 2845 2814 77 51 2737 2715 769 1946 1892 1852 40 41 1811 54 734 1791 1747 264 1483
internal_count=3121 3101 3076 3046 61 2985 2962 2930 2909 2865 44 2845 2814 77 51 2737 2715 769 1946 1892 1852 40 41 1811 54 734 1791 1747 264 1483
is_linear=0
shrinkage=0.1


Tree=2878
num_leaves=31
num_cat=0
split_feature=33 132 1186 393 1203 48 15 16 3 403 10 1 0 13 16 45 142 2 124 31 2 0 12 48 48 1 13 12 123 51
split_gain=2.35696e-05 2.43641e-05 0.000675674 0.000303894 7.64203e-05 2.57845e-05 3.79993e-05 3.74106e-05 0.00013501 2.83315e-05 2.37922e-05 0.000177521 9.39181e-05 8.69767e-05 4.01391e-05 2.61034e-05 3.64955e-05 2.96871e-05 3.15558e-05 7.44502e-05 6.39361e-05 0.000110445 5.68634e-05 4.67307e-05 0.000113468 7.64593e-05 8.7656e-05 8.18118e-05 4.02545e-05 3.44258e-05
threshold=-0.018454999999999996 -0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.087075000000000014 0.086425000000000016 -0.10203999999999998 -0.054549999999999994 -0.070649999999999977 -0.0064299999999999991 -0.011239999999999998 0.093400000000000025 -0.040504999999999992 -0.026374999999999999 -0.45661999999999997 0.094030000000000016 -1.0000000180025095e-35 0.15609500000000001 -0.082254999999999981 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.010949999999999998 -0.086254999999999984 0.089025000000000007 0.083685000000000009 0.10389500000000002 -0.016469999999999995 -0.087484999999999993 0.085740000000000011 0.10501000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 10 5 6 -2 8 9 -8 11 -3 13 14 -13 16 -12 18 23 -20 21 -21 28 24 25 26 -18 -27 -22 -24
right_child=1 3 -4 -5 -6 -7 7 -9 -10 -11 15 12 -14 -15 -16 -17 17 -19 19 20 22 -23 29 -25 -26 27 -28 -29 -30 -31
leaf_value=9.6707395316116167e-05 0.00014050612124265173 -0.00030817518736945377 0.00055698803875285109 -0.00039167481907497864 -0.0001906934401486069 -9.7467375249834739e-05 -1.5448241509147921e-05 7.8500911371924716e-05 -0.00026431037102676267 0.00012537817427073604 0.00013384440062509385 -8.8375406752068869e-05 -0.0001323284864596527 0.00024688425446150916 9.6493221961123796e-05 -8.3189007354020664e-05 8.3680856623686846e-05 0.0001021289011736497 -0.00018968553451399896 0.00029214085730927764 -2.7984847240018541e-05 -2.9172734850916362e-05 -3.9827830963142677e-06 -5.9818672741585037e-05 0.00027491571071669056 0.00026033109017936071 -0.00020256955961129913 -1.5613115994545462e-05 -0.0002004900668756212 3.9962868506392497e-05
leaf_weight=25 20 21 22 20 25 25 50 36 21 20 21 24 31 21 23 36 20 29 21 20 31 23 2197 32 23 21 23 22 24 194
leaf_count=25 20 21 22 20 25 25 50 36 21 20 21 24 31 21 23 36 20 29 21 20 31 23 2197 32 23 21 23 22 24 194
internal_value=0 -7.80898e-07 3.13722e-05 -3.22842e-06 -2.7326e-05 -3.58079e-06 1.23863e-05 -7.79003e-06 -4.19271e-05 2.47879e-05 -5.09159e-07 -4.40913e-05 1.19265e-05 7.76898e-05 2.09222e-06 1.40164e-06 2.5291e-06 1.50013e-06 3.9933e-07 -2.18654e-06 -6.0459e-07 0.000120275 -2.72963e-06 4.64315e-05 7.76242e-05 2.48603e-05 -6.94298e-05 0.00011915 -0.00010326 -4.17138e-07
internal_weight=0 3096 219 2877 197 172 147 127 91 70 2857 120 99 68 47 2737 2701 2680 2651 2510 2489 43 2446 141 109 86 43 43 55 2391
internal_count=3121 3096 219 2877 197 172 147 127 91 70 2857 120 99 68 47 2737 2701 2680 2651 2510 2489 43 2446 141 109 86 43 43 55 2391
is_linear=0
shrinkage=0.1


Tree=2879
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 11 0 11 51 475 475 1419 157 1419 1420 157 13 157 133 1371 151 1446 1427 52 48 447 147 15 474 157
split_gain=2.49469e-05 0.000219647 0.000102346 2.16515e-05 7.38797e-05 2.41734e-05 9.88066e-05 5.00547e-05 9.03675e-05 3.95547e-05 3.81182e-05 2.8439e-05 0.000113533 8.38335e-05 7.70382e-05 3.26903e-05 0.000235649 0.000154749 0.000149797 0.00011203 7.14035e-05 5.75738e-05 6.43672e-05 3.61492e-05 4.58341e-05 4.38608e-05 7.90801e-05 5.97004e-05 3.46342e-05 9.21347e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 0.095720000000000013 0.024095000000000002 0.086595000000000019 -0.057604999999999996 0.10142500000000002 0.051590000000000004 0.086505000000000012 -0.06482499999999998 0.094030000000000016 -0.085109999999999991 -0.087424999999999989 -0.085744999999999988 -0.086394999999999986 0.039215000000000007 0.083235000000000017 -0.5413699999999998 0.11636000000000002 0.088755000000000014 -0.57009999999999994 -0.11155999999999998 0.097325000000000009 0.092070000000000013 -0.037864999999999989 0.089070000000000024 -0.073574999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 7 -7 9 -9 10 11 14 -13 -14 -5 16 -16 -17 -18 20 -19 22 23 -22 -25 26 28 -28 -26 -30
right_child=1 3 -4 4 -6 6 -8 8 -10 -11 -12 12 13 -15 15 17 18 19 -20 -21 21 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-7.0426491671381742e-06 0.00032471052694572357 -0.00010356194776250049 -0.00021477933264072314 -0.00019876859879332188 0.00019237209227867427 3.0865732444978607e-05 -0.00023818028857931496 -5.0631268764846028e-05 0.00020142244100112075 -0.00014121901862381494 9.8079151641099885e-05 0.00019072904613234902 8.8879280665423723e-05 -0.00020066094122739742 -0.00032886147749498686 0.00024306644785121115 -6.4573794171255119e-05 0.00018408463833371311 0.00026549149835773276 -0.0001725548761130899 0.00012403423995989294 0.00015990774296700363 -0.00014576290608778026 -0.00012688226765774366 -3.7648507515918413e-06 -0.00013484600646431017 1.4770891201416298e-05 0.00025049377861498874 -2.2863441448689196e-05 0.00021666372732187693
leaf_weight=195 21 20 27 20 20 39 21 25 33 20 39 35 20 20 24 26 44 21 20 38 23 22 31 29 2153 24 21 22 42 26
leaf_count=195 21 20 27 20 20 39 21 25 33 20 39 35 20 20 24 26 44 21 20 38 23 22 31 29 2153 24 21 22 42 26
internal_value=0 2.47408e-06 -3.23079e-05 1.22802e-07 8.48377e-07 -5.01332e-07 -6.33004e-05 8.55019e-07 9.27786e-05 -1.10512e-06 -6.72355e-08 -1.50568e-06 5.91984e-05 -5.58908e-05 -3.26624e-06 -1.74245e-06 -6.16374e-05 3.84567e-07 3.85716e-05 -2.18873e-06 4.93089e-07 -1.11804e-06 -2.61216e-06 -7.15719e-07 -1.95407e-06 -3.70622e-07 1.05491e-06 0.000135373 -1.54558e-06 6.87205e-05
internal_weight=0 2899 222 2878 2858 2838 60 2778 58 2720 2700 2661 75 40 2586 2566 88 2478 64 2452 2414 2393 2371 2340 2317 2288 2264 43 2221 68
internal_count=3121 2899 222 2878 2858 2838 60 2778 58 2720 2700 2661 75 40 2586 2566 88 2478 64 2452 2414 2393 2371 2340 2317 2288 2264 43 2221 68
is_linear=0
shrinkage=0.1


Tree=2880
num_leaves=31
num_cat=0
split_feature=132 15 1185 1186 1204 2 43 1186 1183 128 12 128 16 13 128 400 12 130 1208 0 1209 1209 0 1209 43 1212 4 1213 12 403
split_gain=2.32301e-05 0.000674631 0.000311642 0.000150491 2.45579e-05 0.000131688 8.7584e-05 2.46488e-05 3.32391e-05 3.39975e-05 9.42853e-05 0.000142391 0.000119421 8.3136e-05 5.76455e-05 7.75487e-05 7.82305e-05 7.32672e-05 3.30036e-05 0.000129438 6.14254e-05 4.75736e-05 0.000172317 5.7017e-05 4.88798e-05 3.82587e-05 0.000264438 0.000126308 0.000295048 0.000162287
threshold=-0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.0044650000000000011 -0.016569999999999994 0.080205000000000012 -0.029804999999999995 -0.089559999999999987 -0.073809999999999973 0.089290000000000022 0.092755000000000018 0.10318000000000001 -0.083134999999999987 0.01128 0.079650000000000012 -0.39724499999999996 0.23631000000000002 -0.22562499999999999 0.098655000000000007 -0.067094999999999988 0.091830000000000009 -0.087714999999999987 -0.082724999999999979 -0.074484999999999982 -0.52440999999999993 -1.0000000180025095e-35 -0.081714999999999996 -0.15413999999999997 0.088245000000000004 0.05728500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 -6 -9 14 11 -11 -13 -12 15 -10 17 -17 20 -20 21 22 -19 -23 -25 26 -26 -28 -29 -30
right_child=2 -3 4 -5 7 6 -8 8 9 10 13 12 -14 -15 -16 16 -18 18 19 -21 -22 23 -24 24 25 -27 27 28 29 -31
leaf_value=-2.1595431999336395e-06 -0.00037731234135042707 0.00050959847212652678 0.00025281194515021832 -0.00028572927278998708 -9.8104363244671654e-05 -0.00014028250056981052 8.5640802973176584e-05 0.00012505049987036426 -0.00019195112566064513 -0.00029978879590936261 0.00017493410696960593 0.00016402701032347978 -0.00018154687666537938 -6.260985353626037e-05 0.00012350175442119699 0.00018425775818865407 -0.00019599481385739636 -8.6441028476904409e-05 -0.000200899909682586 0.00011224341757373293 0.00016902848976976451 -0.0001400381435062094 0.00031912581995129584 -0.00014732373608487912 0.00038961473379458769 -6.5585356357341869e-07 0.00013825782956794288 -0.00038956422173545103 0.00024438375049098602 -0.00012368447496555746
leaf_weight=172 22 26 24 21 26 32 37 21 21 29 26 20 20 34 38 22 20 22 33 22 22 29 20 22 20 2211 39 22 23 25
leaf_count=172 22 26 24 21 26 32 37 21 21 29 26 20 20 34 38 22 20 22 33 22 22 29 20 22 20 2211 39 22 23 25
internal_value=0 3.14055e-05 -2.37002e-06 -3.30143e-05 4.94125e-07 5.10447e-05 -1.91352e-05 -1.19271e-06 -2.80103e-07 -1.24067e-06 -5.13544e-05 -0.000131076 -8.75993e-06 4.03259e-05 1.23527e-06 -5.70451e-07 1.00439e-06 2.56047e-06 9.679e-07 -7.56426e-05 2.68422e-06 1.18008e-06 0.000106686 -6.7322e-07 1.03786e-06 2.43272e-06 5.53694e-05 -5.96003e-06 -8.631e-05 5.26815e-05
internal_weight=0 219 2902 193 2880 93 69 2787 2761 2740 129 69 40 60 2611 2573 2552 2532 2510 55 2455 2433 42 2391 2362 2340 129 109 70 48
internal_count=3121 219 2902 193 2880 93 69 2787 2761 2740 129 69 40 60 2611 2573 2552 2532 2510 55 2455 2433 42 2391 2362 2340 129 109 70 48
is_linear=0
shrinkage=0.1


Tree=2881
num_leaves=31
num_cat=0
split_feature=1186 2 132 1203 132 50 129 403 403 43 1213 402 2 0 401 1209 1212 1212 12 1212 16 1212 401 133 52 402 402 2 3 1
split_gain=2.5106e-05 0.000165403 3.84813e-05 0.00109171 0.00081386 0.000123565 3.36829e-05 2.85029e-05 3.71625e-05 5.30181e-05 4.96122e-05 6.94091e-05 0.000289473 0.000352259 0.000121953 6.23808e-05 5.92331e-05 6.72074e-05 4.51648e-05 4.24222e-05 0.000223821 9.82571e-05 8.92564e-05 6.06116e-05 0.000100206 7.55113e-05 0.000123691 0.000119921 9.2019e-05 6.78717e-05
threshold=-0.088079999999999978 0.085345000000000018 -0.083284999999999984 0.089480000000000018 -0.069704999999999989 0.10022000000000002 -0.082959999999999992 0.62200000000000011 0.4024950000000001 -0.0037449999999999996 -0.24064499999999997 0.10708500000000001 0.083715000000000026 -0.082724999999999979 0.10022000000000002 -0.087199999999999986 0.13592000000000001 0.11006000000000002 0.088725000000000012 -0.080434999999999993 -0.088159999999999988 -0.063924999999999996 -1.0000000180025095e-35 0.42433500000000007 0.039215000000000007 -0.0088649999999999979 -0.064959999999999976 0.09358000000000001 -0.082404999999999992 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -2 -6 8 10 -10 18 14 -13 -14 15 -12 17 19 -8 20 -17 -21 -23 25 -25 26 27 28 29 -24
right_child=2 -3 4 -5 6 -7 7 -9 9 -11 11 12 13 -15 -16 16 -18 -19 -20 21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00021841157022208792 -6.8171562264923878e-06 -0.00011766722228559149 -0.00063992178853368399 0.00074246000724087935 0.00012641092183739169 -0.00027001192446505232 -2.8218285297043624e-06 -9.9334918986093313e-05 -2.9240261398997433e-06 0.00021189082661294382 0.0001719296774050842 0.00038089586550995593 -0.00036498599445621954 0.000184500965042389 -0.00019035024278684219 0.00012545364595661383 -0.00015748982529733744 0.00013061315347350991 -0.00021279681388391297 0.0002153852424672074 -0.00034197730346932078 -0.00017936649182956899 4.9694781060394485e-05 -4.0608013174884647e-05 0.00024022300356052627 2.5267781909481898e-06 -0.00025627286873902358 0.00019738960821996445 -0.00024159832561660246 -0.00014883150103672121
leaf_weight=32 165 27 20 20 21 20 20 29 27 20 21 24 20 28 34 21 24 39 21 21 20 28 51 24 27 2218 29 20 24 26
leaf_count=32 165 27 20 20 21 20 20 29 27 20 21 24 20 28 34 21 24 39 21 21 20 28 51 24 27 2218 29 20 24 26
internal_value=0 6.46128e-05 -1.24499e-06 4.06055e-05 -4.24791e-06 -3.52706e-05 2.33402e-07 -7.07553e-07 3.1871e-07 8.84865e-05 -1.19366e-06 4.64819e-07 9.73307e-05 -4.44519e-05 -2.19005e-06 2.77148e-07 -1.12437e-06 3.48461e-07 -0.00011037 -1.67638e-06 -0.000102561 -4.11227e-10 -1.84884e-06 2.05935e-07 0.000108067 -2.11709e-06 -7.07844e-05 -2.63285e-05 -7.06292e-05 -1.73401e-05
internal_weight=0 59 3062 205 2857 185 2837 2816 2787 47 2740 2699 72 48 2627 2593 2572 2548 41 2509 41 2468 2447 2419 51 2368 150 121 101 77
internal_count=3121 59 3062 205 2857 185 2837 2816 2787 47 2740 2699 72 48 2627 2593 2572 2548 41 2509 41 2468 2447 2419 51 2368 150 121 101 77
is_linear=0
shrinkage=0.1


Tree=2882
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 12 156 475 12 12 401 12 12 0 12 15 1209 13 13 1212 471 403 43 42 42 131 12 12 4 130 12
split_gain=3.13214e-05 0.000223828 0.000130403 2.40921e-05 7.04605e-05 2.29002e-05 6.15749e-05 3.18661e-05 0.000149327 0.000137926 0.000277805 0.00016951 0.000116889 8.25509e-05 0.000155063 8.45667e-05 7.32671e-05 8.89051e-05 0.000112256 5.7032e-05 4.82379e-05 0.000195877 0.000143372 7.49251e-05 6.10898e-05 9.01665e-05 0.000169988 0.000126648 7.18575e-05 0.000160108
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23647499999999996 0.23631000000000002 0.3248100000000001 0.13528000000000004 0.098150000000000015 0.097325000000000009 -1.0000000180025095e-35 0.096210000000000004 0.096525000000000014 0.10455500000000001 0.095330000000000012 0.013270000000000002 0.10656 -0.089109999999999981 -0.069964999999999986 0.10321500000000002 0.09074500000000002 -0.5425549999999999 -0.032879999999999993 0.11603500000000001 0.11066000000000001 0.11925000000000001 0.094375000000000014 0.09364500000000002 -0.011559999999999999 0.089120000000000019 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 8 9 10 -5 13 16 15 -15 19 -9 -18 -19 20 21 -11 23 24 25 26 28 -27 -22 -30
right_child=1 3 -4 4 -6 -7 -8 12 -10 11 -12 -13 -14 14 -16 -17 17 18 -20 -21 22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-7.6821617492383576e-06 0.00032806063754833306 -0.00010897390631726012 -0.00024217077373544236 3.7149150021236739e-05 0.00017943616552326024 -9.9596202009074073e-05 0.0001754323831119109 0.00011709991982244016 0.00023318961611948908 -0.00030657291512318851 -0.00044043078739284581 0.00021973659475204638 -0.00022805259149107668 -5.5309322029326879e-06 -0.00033347716241786702 0.0001632286057539397 -0.00019828941980709454 -2.9993011501341575e-05 0.00020028355278475872 0.00013045662185237126 3.2199863383057584e-06 0.00011079845293848353 0.0002354842371110303 -0.00017646832825448657 0.00015985733552952299 -0.00026814604008967732 0.00022435756336027922 5.8955451349902433e-05 -1.1842004560831638e-05 -0.00030907577862914577
leaf_weight=195 21 20 27 29 22 23 20 39 28 23 21 36 27 46 21 33 28 266 23 34 1862 22 26 24 24 29 34 20 74 24
leaf_count=195 21 20 27 29 22 23 20 39 28 23 21 36 27 46 21 33 28 266 23 34 1862 22 26 24 24 29 34 20 74 24
internal_value=0 2.77221e-06 -3.6201e-05 3.9867e-07 1.16405e-06 -2.18881e-07 5.9366e-07 -6.58318e-07 3.59982e-06 9.01031e-07 -0.000163434 4.42452e-06 -2.74523e-05 1.04855e-06 -0.00010832 4.33598e-06 -1.22383e-05 -2.81505e-05 -1.16665e-05 1.94825e-06 -7.26948e-08 -0.000102525 2.10508e-06 -7.96817e-07 1.24291e-06 -6.20402e-07 2.67284e-06 -0.000134635 -1.17271e-06 -8.46339e-05
internal_weight=0 2899 222 2878 2858 2836 2813 2793 2410 2382 50 2332 383 2296 67 2229 356 317 289 2196 2162 45 2117 2091 2067 2043 1994 49 1960 98
internal_count=3121 2899 222 2878 2858 2836 2813 2793 2410 2382 50 2332 383 2296 67 2229 356 317 289 2196 2162 45 2117 2091 2067 2043 1994 49 1960 98
is_linear=0
shrinkage=0.1


Tree=2883
num_leaves=31
num_cat=0
split_feature=131 400 12 400 12 130 1185 403 1203 130 130 49 49 130 130 12 0 1209 1209 3 130 43 1209 401 403 133 1 133 402 1210
split_gain=2.59969e-05 3.12997e-05 0.000152831 8.88956e-05 8.83094e-05 0.000193887 4.65405e-05 3.2895e-05 3.06675e-05 3.14178e-05 0.000106071 6.03725e-05 0.000182767 0.000281153 0.000105757 0.000118172 6.46369e-05 4.10034e-05 3.63052e-05 0.000264657 5.38994e-05 5.29724e-05 4.21524e-05 2.84254e-05 0.000184827 0.00014452 5.27704e-05 3.9066e-05 5.12799e-05 7.29685e-05
threshold=0.13857500000000003 -0.08262499999999999 0.089300000000000004 -0.081639999999999976 0.086305000000000007 0.0032450000000000001 -0.083264999999999992 -0.087644999999999987 -0.093454999999999996 0.093505000000000019 0.091285000000000019 0.11042000000000002 0.09567500000000001 0.10859500000000001 0.11155500000000002 0.10149500000000002 -0.078244999999999995 -0.097919999999999993 -0.077594999999999983 -0.082039999999999988 0.085235000000000019 -0.096754999999999994 -0.038154999999999994 -0.06959499999999999 -0.072624999999999981 0.51114000000000004 0.092235000000000025 0.41484500000000007 -0.10234999999999998 -0.13847499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 7 -5 -6 -8 10 17 12 14 -14 15 16 -11 -10 19 -19 22 -22 -20 24 -24 27 -26 28 -25 -30
right_child=-2 3 -4 6 5 -7 8 -9 9 11 -12 -13 13 -15 -16 -17 -18 18 20 -21 21 -23 23 25 26 -27 -28 -29 29 -31
leaf_value=0.00015712562723950083 -0.00010592309155744379 -0.00020627554858081219 0.00022350493982230548 0.00015222860958601816 -3.7700977700296796e-05 -0.00032921397589580879 0.00012257057504029944 0.00013436146953608842 -0.00013364305107287414 9.1585028888497116e-05 0.00021977676985484738 8.495336760461214e-05 -0.00047043871693404072 3.0589408041643247e-05 -0.00011347361408221939 0.00028465315961511811 -0.00014209644519723951 -0.00017540382244118045 -0.00013530380821672833 0.00027230279876910629 0.00020770205555891154 1.4811437244393996e-05 0.00028485929597081848 -0.00011655687821285728 4.9384153945456175e-05 -0.00026512364920130326 -0.00016964337310954844 0.00013752126396866516 0.00015952582346341973 -2.8597947297083465e-06
leaf_weight=21 23 21 36 20 25 21 20 20 23 29 22 32 24 21 48 20 20 23 24 31 24 35 24 39 22 21 22 20 28 2362
leaf_count=21 23 21 36 20 25 21 20 20 23 29 22 32 24 21 48 20 20 23 24 31 24 35 24 39 22 21 22 20 28 2362
internal_value=0 7.86385e-07 5.02197e-05 -1.25741e-06 -2.14845e-05 -7.8315e-05 2.00061e-07 3.87712e-05 -8.36262e-07 -1.68325e-06 1.08981e-06 -4.05633e-05 -6.53567e-05 -0.000236626 5.15954e-07 7.9813e-05 -3.79516e-06 -6.93408e-07 4.49711e-07 8.16129e-05 -1.22248e-06 9.32754e-05 -3.39866e-06 -2.15133e-06 6.16312e-05 -3.90729e-06 -6.01296e-05 -1.66738e-06 -2.81343e-06 -9.57369e-07
internal_weight=0 3098 123 2975 87 66 2954 45 2934 2914 2720 194 162 45 117 69 49 2698 2675 54 2621 59 2562 2538 68 2470 44 2449 2429 2390
internal_count=3121 3098 123 2975 87 66 2954 45 2934 2914 2720 194 162 45 117 69 49 2698 2675 54 2621 59 2562 2538 68 2470 44 2449 2429 2390
is_linear=0
shrinkage=0.1


Tree=2884
num_leaves=31
num_cat=0
split_feature=132 399 1203 393 130 130 129 129 394 130 2 130 33 51 51 4 0 51 1 43 2 1 10 0 0 42 14 156 52 12
split_gain=2.44298e-05 0.000181193 0.000165646 2.69765e-05 2.48906e-05 7.05322e-05 9.60335e-05 3.09992e-05 7.79826e-05 3.0546e-05 5.06607e-05 2.87745e-05 2.67415e-05 2.57801e-05 0.000108759 7.73549e-05 0.000123671 8.46041e-05 9.04122e-05 7.98309e-05 6.53095e-05 5.60162e-05 4.5113e-05 0.000207403 0.000149096 7.57064e-05 6.79014e-05 0.000122257 0.000121754 4.55813e-05
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.10992000000000002 -0.079354999999999981 -0.22699999999999995 0.085885000000000017 -0.077709999999999987 -0.10421499999999999 -0.0094199999999999978 0.084885000000000002 -0.0038699999999999997 -0.044254999999999996 0.10501000000000001 0.11144500000000002 0.033845000000000007 -0.14051499999999997 0.12229000000000002 0.10022000000000002 -0.078139999999999973 0.09580000000000001 0.13210500000000003 -0.011239999999999998 -0.10224499999999999 -0.087319999999999995 0.087505000000000013 -0.31455999999999995 -0.14064999999999997 -0.066844999999999988 0.090165000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 -7 -6 -9 10 -10 -11 -13 22 -15 16 -16 -18 19 -19 -21 -20 23 -14 -25 -26 28 -28 -24 -29
right_child=1 -3 -4 -5 7 6 -8 8 9 11 -12 12 13 14 15 -17 17 18 21 20 -22 -23 26 24 25 -27 27 29 -30 -31
leaf_value=-4.472146740136405e-06 -9.4702730499799759e-05 0.000219342495572499 -0.00030658852017950272 -0.00011619595657975879 -9.2255175813743084e-05 0.00021900856676178852 -2.2686919668734436e-05 0.00015268636597642345 -0.00017063943320993401 0.00011350384130227295 1.492801904767534e-05 0.00011104687336704782 -0.00035033168280192302 0.00021061935206897285 0.00025879523856842541 -0.00013167411388297166 -0.0001339890984834508 -1.0898336580383683e-05 -0.00019545696253771896 7.24307750351727e-05 0.00032492729591294413 3.3372573829104152e-05 -5.4392850254841445e-05 0.00023903316192445346 -0.00016849115536647982 7.5401413196232172e-05 -0.00023990974973457925 8.1415982427096149e-06 0.0002390420293698797 -2.1829463414359912e-05
leaf_weight=196 24 38 20 20 37 35 31 33 28 22 31 21 21 29 21 35 36 31 20 20 21 23 26 20 35 20 22 1367 31 807
leaf_count=196 24 38 20 20 37 35 31 33 28 22 31 21 21 29 21 35 36 31 20 20 21 23 26 20 35 20 22 1367 31 807
internal_value=0 2.4125e-06 -3.24459e-05 -4.62752e-07 3.50267e-07 5.21016e-05 0.000105485 -1.33911e-06 -1.02386e-07 -1.97884e-06 -7.31379e-05 -3.8128e-07 -1.3427e-06 -2.25573e-06 2.92506e-05 3.84139e-06 3.14172e-05 -2.04883e-07 4.16754e-05 0.000110198 0.000201758 -7.30598e-05 -5.42112e-06 -7.25569e-05 5.22001e-06 -7.98029e-05 -2.56047e-06 -5.35739e-06 0.000105195 -2.98381e-06
internal_weight=0 2905 216 2867 2847 90 66 2757 2720 2687 59 2628 2606 2585 236 207 172 151 115 72 41 43 2349 96 75 55 2253 2196 57 2174
internal_count=3121 2905 216 2867 2847 90 66 2757 2720 2687 59 2628 2606 2585 236 207 172 151 115 72 41 43 2349 96 75 55 2253 2196 57 2174
is_linear=0
shrinkage=0.1


Tree=2885
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 132 402 402 402 402 131 132 15 15 130 13 1373 457 13 1348 457 457 13 150 13 1371 13 133 151 0 4
split_gain=2.32649e-05 0.000725437 0.000323585 0.000135297 2.74981e-05 2.40644e-05 4.32282e-05 5.15835e-05 5.57e-05 2.25456e-05 3.46914e-05 6.99753e-05 3.83069e-05 5.51498e-05 3.10542e-05 2.22577e-05 5.21368e-05 0.000148128 8.85548e-05 2.56703e-05 7.01572e-05 2.8181e-05 0.000273815 0.000256034 0.000211679 0.0003211 0.000108705 8.883e-05 9.08086e-05 0.000173313
threshold=-0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 -0.050879999999999988 -0.52461999999999986 -0.46900499999999995 -0.45015499999999992 -0.42072999999999994 0.096845000000000014 -0.41127499999999995 -0.09551999999999998 0.084655000000000022 0.0029050000000000005 -0.0095349999999999983 -1.0000000180025095e-35 0.11612500000000002 -0.06884499999999999 -0.047944999999999995 0.098180000000000003 0.091945000000000013 -0.086134999999999975 0.10874500000000002 -0.085744999999999988 0.083235000000000017 -0.085384999999999975 0.10722500000000001 -0.10007499999999998 -0.097024999999999986 -0.080584999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 9 -4 -6 -7 -8 -9 10 -1 -12 13 -13 -14 -10 18 -18 -17 20 21 22 26 -23 25 -25 27 -20 29 -29
right_child=2 -3 4 -5 5 6 7 8 15 -11 11 12 14 -15 -16 16 17 -19 19 -21 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=9.0270765011199531e-05 -0.00038443047338990833 0.00057605635347499626 0.00010292202825719589 -0.00027592967083364786 -0.00010969238028337714 0.00013692244848125088 -0.00012502114157982621 0.00015923030597067819 -9.2606741180553903e-05 -0.00010153021138648911 -0.00015126833369040157 -8.5047132112473885e-06 4.7957417042371599e-05 0.00021633740794641199 -0.00012205208880583416 -0.00021108901333718677 -5.854944966267794e-05 0.00030171153289085766 -0.00018582937725743532 -0.000100733873056015 0.00014596949512258908 -0.00030192817733944231 0.00031196132210122111 0.00032589293385778249 -0.00029154637327883395 -3.9502028338070804e-06 0.00020777131654904223 -0.00029741979576647284 3.0531316775876082e-05 -1.7163073171177337e-05
leaf_weight=41 22 22 26 20 20 23 33 22 26 20 29 24 21 20 22 20 25 21 26 25 33 29 30 30 25 1821 25 25 407 188
leaf_count=41 22 22 26 20 20 23 33 22 26 20 29 24 21 20 22 20 25 21 26 25 33 29 30 30 25 1821 25 25 407 188
internal_value=0 3.1429e-05 -2.37178e-06 -2.93923e-05 5.46719e-07 -3.85922e-07 3.85472e-07 -7.31693e-07 7.44747e-07 -1.53497e-06 1.12033e-05 -1.6743e-05 2.80988e-05 9.36963e-05 -3.90242e-05 -5.20377e-07 3.56636e-07 0.000105918 -1.45253e-06 1.21318e-07 1.07675e-06 -7.58041e-07 1.63847e-05 -7.0662e-06 -2.5081e-06 1.39572e-06 3.16962e-06 -4.74841e-06 2.84531e-06 -5.00571e-05
internal_weight=0 219 2902 197 2880 2854 2834 2811 2778 177 157 116 87 44 43 2756 2730 46 2684 2664 2639 2606 701 1905 1876 1851 671 646 620 213
internal_count=3121 219 2902 197 2880 2854 2834 2811 2778 177 157 116 87 44 43 2756 2730 46 2684 2664 2639 2606 701 1905 1876 1851 671 646 620 213
is_linear=0
shrinkage=0.1


Tree=2886
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1365 1375 457 0 456 1371 1375 475 457 4 1 1429 1429 150 1374 51 157 49 472 2 1420 150 150 42 0 51
split_gain=2.38396e-05 0.000209722 8.52091e-05 4.52519e-05 2.34223e-05 2.50271e-05 6.85286e-05 9.5606e-05 3.80528e-05 5.17005e-05 4.02055e-05 0.00010799 7.66035e-05 8.55436e-05 8.46481e-05 5.23808e-05 0.000578444 0.000251063 7.0693e-05 6.99054e-05 7.77919e-05 0.000212023 9.46621e-05 5.85449e-05 4.84525e-05 4.38293e-05 0.000127075 0.000125805 4.6098e-05 0.000151448
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.087370000000000017 0.08517000000000001 -0.107555 -0.089604999999999976 -0.11319999999999998 0.086910000000000015 0.060690000000000008 -0.084264999999999993 -0.0071649999999999995 -0.013514999999999998 0.085605000000000014 0.083985000000000018 0.052280000000000007 0.10314000000000002 -0.035729999999999991 -0.11063499999999998 -0.06482499999999998 0.08610000000000001 -0.076444999999999999 0.088055000000000008 -0.08341999999999998 0.098740000000000008 0.12068000000000002 0.075730000000000006 -0.14794999999999997 -0.10316499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 8 -7 -8 -3 10 12 -12 13 -10 -15 16 18 19 -14 -17 21 23 -22 -21 -20 28 27 -27 29 -26
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leaf_value=7.0426684777141253e-06 0.00031729043579443463 -0.00012732459092257674 -0.00020549481247871882 -0.00014826229744357988 8.3884227062684883e-05 9.112265951167185e-05 -0.00027745640052837027 -1.4213729239575492e-05 6.3532100029988227e-05 0.00014796772581272916 -3.0247337574995047e-05 0.000235687319162445 0.00016395381384494683 -4.4792180415242913e-05 -0.00031916406929351232 0.0001794139811647169 -0.00043170971748036067 0.00036986819647030311 0.00014564621846859706 -0.00016860946990822541 6.6452111870883256e-06 0.00026649189063131679 -0.00027881184378202305 2.4799342474366047e-05 -0.0002111147165851435 -0.00028622271279346025 0.00010006821978549852 -1.5454202602504175e-05 -1.7233692800087778e-06 7.9536486161534429e-05
leaf_weight=176 21 23 25 21 33 23 22 37 20 24 37 26 27 22 23 21 31 22 23 29 26 28 21 34 20 32 32 37 2032 173
leaf_count=176 21 23 25 21 33 23 22 37 20 24 37 26 27 22 23 21 31 22 23 29 26 28 21 34 20 32 32 37 2032 173
internal_value=0 2.41855e-06 -3.15827e-05 -9.51268e-06 1.21009e-07 -8.50585e-07 -5.52942e-05 -0.000112372 7.65187e-07 1.84039e-06 5.49136e-07 7.95035e-05 -1.32577e-06 -0.000108547 -0.000185027 1.36719e-06 -2.53407e-06 5.32475e-05 3.06545e-06 9.43834e-06 -1.64275e-05 3.75305e-05 -0.000120899 -6.42301e-05 1.21615e-06 -2.12003e-07 -6.46411e-05 -0.000141028 2.71264e-06 4.94172e-05
internal_weight=0 2899 222 197 2878 2845 82 59 2763 2740 2716 63 2653 65 45 2588 2407 181 2376 159 138 91 47 63 2349 2326 101 69 2225 193
internal_count=3121 2899 222 197 2878 2845 82 59 2763 2740 2716 63 2653 65 45 2588 2407 181 2376 159 138 91 47 63 2349 2326 101 69 2225 193
is_linear=0
shrinkage=0.1


Tree=2887
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 11 12 52 33 9 10 1 1 1208 1210 157 13 13 481 1374 484 1374 4 13 4 2 481 129 4 0
split_gain=2.32611e-05 0.000701192 0.0003088 0.000155848 2.23303e-05 2.15433e-05 0.000127004 5.8516e-05 3.02165e-05 4.12193e-05 6.91941e-05 2.53779e-05 0.000181497 8.34676e-05 0.000159021 8.07761e-05 7.87163e-05 0.00024588 0.000258275 0.00023274 0.000186628 0.000121712 0.000135552 0.000901712 0.000180714 0.000142623 0.00011202 0.00010197 0.000165132 0.000222778
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.050879999999999988 0.096435000000000007 0.10149500000000002 -0.078224999999999975 -0.009184999999999997 0.088235000000000022 0.09216000000000002 0.081315000000000012 0.079415000000000013 0.10233500000000001 -0.080364999999999978 -0.50331999999999988 -0.086134999999999975 -0.085744999999999988 -0.086484999999999992 0.086000000000000007 0.091040000000000024 0.084595000000000017 -0.085594999999999991 -0.053889999999999993 -0.084369999999999987 0.083995000000000014 -0.078554999999999986 0.086095000000000019 -0.08835999999999998 -0.082184999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 8 -7 -8 -6 11 -11 12 16 14 -13 -16 19 -18 -19 20 -10 22 23 -20 -24 -26 -27 28 29 -25
right_child=2 -3 4 -5 5 6 7 -9 9 10 -12 13 -14 -15 15 -17 17 18 21 -21 -22 -23 24 27 25 26 -28 -29 -30 -31
leaf_value=1.8979855295500869e-07 -0.00037560035270871599 0.00055377528300121649 9.2734732998696229e-05 -0.00029439278448990087 -0.00010318958610978685 0.00026502402313781208 -0.00015893710913674332 8.006663832929917e-05 4.0338247734017449e-05 0.00023324782814597713 -1.2159024643349566e-05 -0.00029600352718262002 0.00028531039582879242 0.00018017283265097913 -0.00020603024278811758 -8.1414738404251935e-06 -0.00032187481131404642 0.00025494925345835351 -0.00071960304579988589 0.00037254247945384122 -0.00025355003542600849 -0.00025228646308754661 0.00024236009612650379 -0.00037579903473670132 -0.00025114087349555286 0.00024067965743597596 7.2319070971641219e-07 0.00013385069683672076 0.0001043927760124659 -3.1640459367147689e-05
leaf_weight=176 22 23 26 20 29 20 21 20 357 20 27 20 23 22 21 1162 25 37 20 20 23 21 32 26 22 20 714 38 46 68
leaf_count=176 22 23 26 20 29 20 21 20 357 20 27 20 23 22 21 1162 25 37 20 20 23 21 32 26 22 20 714 38 46 68
internal_value=0 3.14264e-05 -2.3716e-06 -2.98696e-05 4.7945e-07 -3.60997e-07 5.84284e-05 -4.23499e-05 -1.64498e-06 -5.79567e-07 9.22694e-05 -2.18571e-06 6.57152e-06 -1.28517e-05 -1.63816e-05 -1.16543e-05 2.20733e-06 -1.19526e-05 -4.53114e-06 4.00499e-05 2.25503e-05 -1.40652e-05 -8.9915e-06 -8.29596e-05 9.59438e-06 -2.58132e-07 7.26151e-06 -1.14266e-05 -5.0859e-05 -0.000126833
internal_weight=0 219 2902 196 2880 2854 61 41 2793 2764 47 2717 1492 1225 1203 1183 1469 1069 1044 400 380 1007 986 198 788 756 734 178 140 94
internal_count=3121 219 2902 196 2880 2854 61 41 2793 2764 47 2717 1492 1225 1203 1183 1469 1069 1044 400 380 1007 986 198 788 756 734 178 140 94
is_linear=0
shrinkage=0.1


Tree=2888
num_leaves=31
num_cat=0
split_feature=132 393 1203 130 40 120 15 12 142 11 4 1 15 3 13 51 16 15 33 34 123 9 39 9 40 40 4 1373 457 457
split_gain=2.37617e-05 0.000183694 0.000158264 2.2998e-05 4.87923e-05 3.94174e-05 2.48131e-05 2.6037e-05 8.2237e-05 7.27043e-05 5.89249e-05 4.54678e-05 4.16357e-05 4.28863e-05 0.000107671 7.03747e-05 4.78853e-05 8.60302e-05 4.50032e-05 4.87561e-05 0.000205913 9.88687e-05 6.37166e-05 5.81281e-05 4.10522e-05 7.39203e-05 6.48837e-05 3.60844e-05 8.11609e-05 0.000101395
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 -0.23123999999999997 -0.24290999999999999 1.0000000180025095e-35 0.23208000000000004 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 -0.011884999999999998 0.15799000000000005 0.13592500000000005 0.14121000000000003 -0.17933499999999997 0.095375000000000015 -0.0034149999999999996 -0.09095499999999998 0.085305000000000006 -0.057544999999999992 0.083805000000000004 0.091905000000000014 0.089790000000000023 0.081890000000000004 -0.083564999999999987 -0.081564999999999985 -0.0063549999999999987 -1.0000000180025095e-35 0.11612500000000002 0.10021000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 6 7 8 -6 -10 -9 12 13 14 -11 16 17 -15 19 20 -16 23 -22 24 26 -26 -21 -27 29 -29
right_child=1 -3 -4 4 5 -7 -8 10 9 11 -12 -13 -14 15 18 -17 -18 -19 -20 21 22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-4.6558095289360707e-06 9.9778675750080179e-05 0.00029024223470266655 -0.00029996354060131126 -0.00015626393088950864 0.00020147352875937941 0.00010164204906782527 0.00010488911628437398 3.9543634338770067e-05 -0.00019200778793674545 -0.00022632909184765247 -0.00020320097999501743 -0.00015085857605413367 -0.0001129028181310332 5.2006554427531557e-05 0.00033650431234326047 0.00019962656042480376 0.00014786404152844279 -0.00019812829614238581 -0.00012069845184062918 2.5926701377814069e-05 7.6286102425497535e-05 -0.00021078609458361991 -0.00017033177340636032 0.00016781855915074372 0.00018499447032809259 -0.00012380993183520015 -0.00021160346937983338 1.9344908198229079e-06 0.00016021230407545773 -0.00021380338340267456
leaf_weight=196 23 22 20 20 20 38 22 20 20 21 20 20 32 44 22 28 21 20 30 23 22 22 20 21 22 23 23 2232 32 22
leaf_count=196 23 22 20 20 20 38 22 20 20 21 20 20 32 44 22 28 21 20 30 23 22 22 20 21 22 23 23 2232 32 22
internal_value=0 2.37928e-06 -3.19991e-05 1.82615e-07 -6.18333e-07 4.77763e-07 -8.94201e-07 -1.73133e-06 -5.62031e-07 -2.04759e-06 -8.18287e-05 -6.40474e-07 4.80557e-07 1.85075e-06 -8.36145e-07 6.21275e-05 1.68337e-05 -2.61606e-05 1.04745e-06 2.51781e-06 8.8668e-05 2.39456e-07 -4.1151e-05 2.17547e-06 7.12069e-07 2.5582e-06 -9.28384e-05 8.19954e-07 2.07389e-06 -1.71203e-07
internal_weight=0 2905 216 2883 2860 2840 2802 2780 2740 2720 40 2700 2680 2648 2535 113 85 64 2514 2484 64 2420 42 2398 2377 2331 46 2309 2286 2254
internal_count=3121 2905 216 2883 2860 2840 2802 2780 2740 2720 40 2700 2680 2648 2535 113 85 64 2514 2484 64 2420 42 2398 2377 2331 46 2309 2286 2254
is_linear=0
shrinkage=0.1


Tree=2889
num_leaves=31
num_cat=0
split_feature=2 2 1375 1186 2 157 2 3 52 2 13 13 2 12 16 2 2 13 16 52 0 132 1204 15 13 133 159 0 4 47
split_gain=2.31126e-05 0.000301033 0.000244756 0.000131647 0.000101239 0.000256238 0.000124461 0.000128438 0.000151459 0.000111306 8.5771e-05 0.000284212 0.000258139 0.000209888 0.000221005 0.000296487 0.000292926 0.000174476 0.000166919 0.000105633 9.198e-05 0.000641763 0.00100221 0.000324851 0.000225239 0.000150008 0.000215299 0.000197963 0.000276725 0.000164286
threshold=0.087625000000000022 0.087505000000000013 -0.15308499999999997 -0.095479999999999982 0.086590000000000014 -0.08427999999999998 0.086000000000000007 -0.082234999999999989 0.085175000000000015 0.08708500000000001 -0.085584999999999981 -0.084154999999999994 0.085485000000000019 0.083815000000000014 -0.088159999999999988 0.084715000000000013 0.084550000000000014 -0.089109999999999981 -0.026164999999999997 0.086040000000000019 -0.082394999999999982 -0.083284999999999984 -0.078604999999999994 0.091475000000000015 -0.079299999999999995 0.11524500000000001 -0.085489999999999997 -0.10324499999999999 0.038415000000000012 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 10 8 -8 -7 12 -12 13 17 16 18 19 -5 -16 -15 23 -22 -23 25 -24 26 -13 28 -28 -29
right_child=-2 -3 3 4 5 9 7 -9 -10 -11 11 20 -14 14 15 -17 -18 -19 -20 -21 21 22 24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.00031281278473519104 -7.8575880404936616e-06 0.000385227391961962 0.00025196485983707879 6.3724348974958538e-05 0.00042043504588946241 0.00012930618508107729 0.00016682933478261391 -0.00029858313095506412 -0.00021768738035461864 -8.7479277654994002e-05 -0.00028278761492401828 -0.0003456035541603342 0.00033919584956103272 3.8839299910857039e-05 9.8561217430415138e-05 -0.00050085394981579155 0.00033734836507830082 0.00037560975882418768 -0.00024255755068644739 -0.00019558986494240375 0.00043483539839144218 -0.00067845613768354059 0.00026859059788774986 -0.00036551530573498378 7.0244147142360611e-06 0.00024181982629339807 -3.572186728104435e-05 -7.8916500561376787e-05 0.00042875351231803352 0.00019361063028918582
leaf_weight=24 1702 21 22 71 20 50 21 28 20 45 37 20 28 57 32 20 27 24 26 29 36 21 36 28 385 22 29 192 23 25
leaf_count=24 1702 21 22 71 20 50 21 28 20 45 37 20 28 57 32 20 27 24 26 29 36 21 36 28 385 22 29 192 23 25
internal_value=0 9.42466e-06 3.77956e-06 9.30955e-06 5.36102e-06 9.51082e-05 -2.98249e-06 -0.000133488 -2.07398e-05 2.66183e-05 4.72715e-06 -1.17046e-05 4.94174e-05 2.10475e-05 -3.9369e-05 -0.000168841 5.00012e-05 0.000142516 -5.43541e-05 -4.02124e-05 5.72078e-07 2.88288e-05 -4.23963e-06 -3.92707e-05 2.93911e-05 -9.8982e-06 -2.90601e-05 -5.5253e-06 0.000169719 -4.75194e-05
internal_weight=0 1419 1398 1374 1352 115 1237 69 41 95 1168 854 314 286 191 78 113 95 58 86 817 478 442 339 421 311 289 269 52 217
internal_count=3121 1419 1398 1374 1352 115 1237 69 41 95 1168 854 314 286 191 78 113 95 58 86 817 478 442 339 421 311 289 269 52 217
is_linear=0
shrinkage=0.1


Tree=2890
num_leaves=31
num_cat=0
split_feature=132 1185 1203 34 34 97 33 4 120 1 15 1 1 147 2 45 1 1 9 1 42 1428 157 474 155 147 474 14 4 0
split_gain=3.06758e-05 0.000191553 9.31938e-05 2.2384e-05 5.30165e-05 0.000147547 7.16734e-05 5.98485e-05 2.92604e-05 5.49423e-05 9.94918e-05 3.24569e-05 8.62435e-05 0.000118362 6.84481e-05 4.57981e-05 3.70543e-05 6.9846e-05 3.97019e-05 4.08689e-05 4.27082e-05 3.55368e-05 9.39065e-05 3.42238e-05 5.88084e-05 5.1951e-05 6.45241e-05 4.2967e-05 7.41059e-05 5.67809e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.112215 -0.057544999999999992 -0.082154999999999992 -1.0000000180025095e-35 -0.0047449999999999992 0.091385000000000008 0.16540500000000002 -0.56020999999999987 0.13968000000000003 0.13686500000000004 0.10479500000000001 0.14838000000000004 0.094030000000000016 0.12811000000000003 0.13265500000000002 0.085555000000000006 0.11846000000000002 0.093655000000000002 -0.071779999999999997 0.63334000000000013 -0.090834999999999985 0.088610000000000008 0.093875000000000014 -0.072334999999999983 -1.0000000180025095e-35 0.36766000000000004 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 7 -6 -5 9 10 -8 12 13 15 -13 16 18 -18 19 21 -21 -12 23 24 -23 26 -25 -28 29 -29
right_child=1 3 -4 4 6 -7 8 -9 -10 -11 11 14 -14 -15 -16 -17 17 -19 -20 20 -22 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=-1.1716867378802422e-05 0.00030366694804147948 -8.3967787495273504e-05 -0.00020994755019880054 9.1441228616294333e-05 -0.00018939833822514629 0.00026615066630516332 -0.00022197162330940047 -0.00013429743339656852 -0.0001142704250841317 0.00015891274835501629 -0.00010646562070413043 0.00017651730682359814 -0.00017136916014414024 0.0002384885519859381 -2.4488573328401092e-05 -0.00014036619510158704 -0.00022330837119148954 2.8977764323383618e-06 0.00013699467116649349 0.00016013297347605907 4.3598266623067666e-07 2.916319602303227e-05 0.00020694144504060125 0.00017718340040162383 -0.00019460533894744003 -0.00013945345610689121 0.00011995586265887446 0.00014621573349426467 -0.00012754664554449845 2.9047076442664827e-07
leaf_weight=195 21 31 27 23 20 28 20 24 22 22 31 32 29 21 36 23 21 39 22 33 34 23 22 21 24 26 30 27 45 2149
leaf_count=195 21 31 27 23 20 28 20 24 22 22 31 32 29 21 36 23 21 39 22 33 34 23 22 21 24 26 30 27 45 2149
internal_value=0 2.74349e-06 -3.5826e-05 5.47733e-07 1.46799e-06 8.44297e-05 -7.76642e-07 -2.38296e-05 5.94155e-07 1.5198e-06 2.41131e-07 1.8945e-06 1.24218e-07 2.04367e-06 7.01024e-05 1.11633e-07 1.38018e-06 -7.62744e-05 3.25363e-06 2.06e-06 7.90927e-05 -9.22903e-08 1.30085e-06 -6.28396e-07 -8.51016e-05 1.0993e-06 2.70774e-06 1.08002e-06 -5.25688e-07 2.10112e-06
internal_weight=0 2899 222 2878 2847 75 2772 47 2752 2730 2708 2688 2620 2591 68 2570 2547 60 2487 2465 67 2398 2367 2345 47 2298 2272 2251 2221 2176
internal_count=3121 2899 222 2878 2847 75 2772 47 2752 2730 2708 2688 2620 2591 68 2570 2547 60 2487 2465 67 2398 2367 2345 47 2298 2272 2251 2221 2176
is_linear=0
shrinkage=0.1


Tree=2891
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1208 1208 1209 42 401 403 3 1209 42 401 133 52 4 16 1 3 16 133 133 133 133 13 160 133 3 16
split_gain=2.48474e-05 0.000155158 7.5487e-05 2.17387e-05 5.0567e-05 8.11324e-05 3.04273e-05 0.000170963 3.21434e-05 3.04132e-05 9.51082e-05 5.31717e-05 2.68946e-05 8.16906e-05 8.12931e-05 7.60271e-05 8.93785e-05 8.45028e-05 6.98284e-05 0.000121194 5.77501e-05 3.40718e-05 0.000149696 0.00011338 9.25242e-05 0.000157309 9.07081e-05 9.47624e-05 6.47882e-05 6.15697e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.087714999999999987 0.087405000000000024 0.13274500000000003 -0.5341999999999999 -0.085709999999999995 -0.067109999999999989 0.11326500000000002 -1.0000000180025095e-35 0.5087600000000001 0.10347000000000002 -0.077834999999999988 -0.070454999999999976 0.096860000000000016 -0.065229999999999996 -0.08231999999999999 0.098785000000000012 0.095000000000000015 0.10397500000000001 0.092470000000000011 -0.07965499999999999 -0.013084999999999998 0.12599500000000005 -0.074479999999999977 0.054560000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -3 9 10 -8 -11 13 -13 21 16 -14 -17 19 -18 -20 22 24 -23 -15 -26 28 29 -25 -28
right_child=1 3 -4 -5 -6 -7 8 -9 -10 11 -12 12 15 14 -16 17 18 -19 20 -21 -22 23 -24 26 25 -27 27 -29 -30 -31
leaf_value=-1.0545181064979914e-05 0.00027330025193458867 -0.00012896824177005331 -0.00018895282819694669 -8.881457744994098e-05 0.00012633802052732789 -0.00019590323579558617 -0.00024038315232246534 0.00027079811274155003 -0.00010848723554604309 0.00012861927146359724 6.4319505777564787e-05 -0.00014529279989032007 -0.00018895065787503322 2.2257925247758448e-06 0.00020136839546466948 0.00029095591340923087 0.00027618027612334115 1.6819585162802073e-05 7.2256436105817549e-05 -2.1939836005913094e-05 -0.00015572407027866577 -0.0001989744185610451 0.00022049918401124513 -5.7648661111117059e-06 -0.00032647393219003396 3.9505284894403304e-05 0.00026092098378285302 -4.3279835746016395e-05 -0.00024870584377259503 3.1543345424076759e-05
leaf_weight=195 21 20 27 27 32 21 20 23 27 33 21 39 21 2172 20 22 25 23 20 30 25 37 31 23 23 24 25 51 21 22
leaf_count=195 21 20 27 27 32 21 20 23 27 33 21 39 21 2172 20 22 25 23 20 30 25 37 31 23 23 24 25 51 21 22
internal_value=0 2.46914e-06 -3.22434e-05 4.9296e-07 1.33873e-06 -8.02e-08 1.38952e-06 8.48603e-05 8.67123e-08 1.16131e-06 -8.43159e-05 2.46558e-06 8.96973e-07 -1.70325e-06 5.83393e-07 3.9869e-05 -1.40186e-06 0.000150842 3.79834e-05 0.000113569 -5.43994e-05 -1.06984e-06 2.27072e-06 -4.30601e-05 -7.77987e-07 -0.000139591 -2.43456e-06 5.11195e-05 -0.000121714 0.000153553
internal_weight=0 2899 222 2878 2851 2819 2798 43 2755 2728 41 2687 2654 2488 2449 166 121 45 100 55 45 2429 2250 179 2219 47 142 98 44 47
internal_count=3121 2899 222 2878 2851 2819 2798 43 2755 2728 41 2687 2654 2488 2449 166 121 45 100 55 45 2429 2250 179 2219 47 142 98 44 47
is_linear=0
shrinkage=0.1


Tree=2892
num_leaves=31
num_cat=0
split_feature=132 1186 1185 15 4 1203 132 13 15 1204 2 43 130 130 129 129 129 403 0 128 128 16 128 12 130 132 1186 3 3 3
split_gain=2.20566e-05 0.00067542 0.000365045 7.11826e-05 9.15823e-05 3.0615e-05 2.89971e-05 5.09427e-05 3.43142e-05 2.62336e-05 0.000130657 6.50102e-05 2.60925e-05 2.68619e-05 2.67316e-05 5.60496e-05 3.9174e-05 5.58917e-05 5.36302e-05 3.06166e-05 0.00010068 5.3846e-05 5.00892e-05 7.07345e-05 6.05976e-05 4.62085e-05 3.27739e-05 4.26895e-05 0.000470801 0.000370728
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.084905000000000022 -0.069999999999999993 0.084375000000000019 -0.41127499999999995 -0.010094999999999998 -0.088184999999999986 -0.016569999999999994 0.080205000000000012 -0.029804999999999995 0.10923000000000001 0.14647000000000002 0.11234000000000001 0.10532000000000001 0.093120000000000022 -0.082599999999999993 -0.077639999999999987 0.090375000000000025 0.096925000000000011 -0.074319999999999983 0.079650000000000012 0.23631000000000002 -0.22461999999999996 0.13831000000000002 -0.083174999999999985 -0.086049999999999988 -0.086424999999999988 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 6 8 -8 -1 10 -4 -12 14 -14 15 16 19 -18 -19 22 -21 -22 23 24 -11 26 -26 28 -28 -29
right_child=2 -3 9 4 -6 -7 7 -9 -10 12 11 -13 13 -15 -16 -17 17 18 -20 20 21 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.00013494613536057018 -0.00040810687747910965 0.00055611902257210618 0.00025401327050834276 -0.00025613191257299926 1.2342797829963578e-05 8.3291122399924261e-05 7.9383673892152729e-06 -0.00017403072418528611 -4.58306011188099e-05 0.00017376691976096482 -0.00012124133500037716 7.3401888024621974e-05 -0.00015546770419777286 2.6504162481918078e-06 0.00011544663764652796 -0.00015603395314310153 -3.4869706899241591e-05 0.00025526953600505791 2.901194413425401e-05 -0.00025633818377173155 9.5988531441738208e-05 -0.00010272497426194606 0.00011457314652177861 -0.00018841348231944723 -0.00011854845877817003 -0.00014870726306634468 3.2555161996756595e-06 -0.00038869726844131949 0.00039165595018968098 -9.4757235824997174e-07
leaf_weight=21 22 22 24 27 24 39 40 25 21 20 32 37 22 21 20 23 28 22 20 20 30 25 38 20 23 21 575 25 33 1801
leaf_count=21 22 22 24 27 24 39 40 25 21 20 32 37 22 21 20 23 28 22 20 20 30 25 38 20 23 21 575 25 33 1801
internal_value=0 3.0602e-05 -2.30939e-06 -2.80852e-05 -0.000129791 7.4421e-06 -2.02038e-05 -6.20497e-05 4.45578e-05 7.90455e-07 5.30373e-05 -1.68674e-05 -9.5298e-07 -7.82472e-05 2.58264e-07 -5.87466e-07 7.36218e-07 7.45688e-05 0.000147528 -1.22816e-06 -6.42031e-05 5.66421e-06 6.19695e-07 -1.10002e-06 3.99692e-07 -9.99559e-07 2.629e-07 1.3856e-06 2.43365e-05 -6.2563e-06
internal_weight=0 219 2902 197 51 146 107 65 42 2880 93 69 2787 43 2744 2724 2701 70 42 2631 75 55 2556 2518 2498 2478 2457 2434 608 1826
internal_count=3121 219 2902 197 51 146 107 65 42 2880 93 69 2787 43 2744 2724 2701 70 42 2631 75 55 2556 2518 2498 2478 2457 2434 608 1826
is_linear=0
shrinkage=0.1


Tree=2893
num_leaves=31
num_cat=0
split_feature=130 12 132 1185 393 50 1204 12 52 2 2 1365 15 2 16 0 0 159 4 2 2 1 4 3 1 1 1 4 4 38
split_gain=2.71775e-05 7.44816e-05 2.36507e-05 0.000171713 6.98163e-05 3.61516e-05 2.27253e-05 2.74425e-05 4.97603e-05 3.55465e-05 2.73665e-05 2.08563e-05 2.20166e-05 7.75711e-05 4.21986e-05 5.16582e-05 5.11051e-05 7.00194e-05 3.17956e-05 9.95424e-05 0.00016501 0.000109534 3.94284e-05 5.43326e-05 4.22023e-05 0.00035059 0.00015877 0.000212822 0.000145832 0.000103113
threshold=-0.23647499999999996 0.23631000000000002 -0.083174999999999985 -0.083264999999999992 0.10856500000000001 0.09227500000000001 -0.085624999999999993 0.10866500000000003 0.087435000000000013 0.085485000000000019 0.10045500000000002 0.087370000000000017 -0.43375999999999998 0.14838000000000004 -0.50690499999999983 -0.14832499999999996 -0.09515499999999999 0.087995000000000004 0.41257000000000005 0.10644500000000001 0.12198500000000001 0.13471500000000003 0.27834500000000006 -0.06977499999999999 0.107145 0.10557500000000002 0.11146500000000002 -0.0083799999999999986 -0.081609999999999988 0.10208000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 9 -8 -9 12 13 14 -5 -16 -17 -18 22 -20 -21 -22 24 -24 25 29 27 28 -26 -14
right_child=1 -3 3 11 -6 -7 7 10 -10 -11 -12 -13 18 -15 15 16 17 -19 19 20 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00011619664510362782 7.992808227314645e-05 0.00018409356317141085 0.00028678090990676234 0.00012337046719039792 -0.00021022414792241765 -0.00012205818671241611 6.8620818121034016e-05 -2.1945964347295283e-05 -0.00015092449107517801 -7.3245399548658042e-05 0.00013799679058138281 7.8807930262745219e-05 2.9316880145199132e-06 -0.00022180877384016641 -0.00017557586903595146 0.00013949633728771004 -0.00017543164372909814 3.5023453901251126e-05 -0.00011930303077679129 0.00035002895303824473 -0.00015308270002688834 0.00012868339185228547 -7.8067857733306778e-06 -0.0002166864975151839 0.00024353434210238253 -0.00032775034602364585 -5.6344763315633623e-06 0.00043267842698870002 -9.3648490869311678e-05 -0.00020993790303296207
leaf_weight=20 31 22 21 20 20 27 38 23 30 33 20 33 2141 20 21 20 25 43 25 21 22 37 33 20 23 33 226 21 29 23
leaf_count=20 31 22 21 20 20 27 38 23 30 33 20 33 2141 20 21 20 25 43 25 21 22 37 33 20 23 33 226 21 29 23
internal_value=0 7.4942e-07 -5.60606e-07 1.88248e-06 -3.20016e-05 -1.43558e-05 2.26118e-06 -1.44588e-05 -4.2943e-05 2.683e-06 5.2446e-05 -2.27137e-07 -1.15762e-06 -3.85618e-05 -1.01515e-05 -3.46509e-05 -1.02109e-06 -4.23497e-05 9.42311e-07 5.48714e-05 0.000109301 2.36181e-05 -1.27917e-06 -8.66293e-05 5.33153e-07 -4.26381e-06 3.57804e-05 0.000163996 5.54901e-05 6.69211e-07
internal_weight=0 3101 3079 2857 222 202 175 144 101 71 43 2836 2803 149 129 109 88 68 2654 105 80 59 2549 53 2496 2197 299 73 52 2164
internal_count=3121 3101 3079 2857 222 202 175 144 101 71 43 2836 2803 149 129 109 88 68 2654 105 80 59 2549 53 2496 2197 299 73 52 2164
is_linear=0
shrinkage=0.1


Tree=2894
num_leaves=31
num_cat=0
split_feature=130 10 2 40 40 40 123 10 4 33 40 31 11 0 11 52 11 11 2 13 13 13 13 2 15 13 402 0 13 52
split_gain=2.20138e-05 6.8279e-05 6.96065e-05 4.82666e-05 4.99965e-05 6.74176e-05 4.82217e-05 3.53376e-05 0.000232648 7.00947e-05 3.14815e-05 5.9426e-05 2.63645e-05 6.62896e-05 2.80363e-05 0.000136588 0.000134185 6.62086e-05 3.05731e-05 3.47982e-05 0.000260538 8.39488e-05 5.81572e-05 0.000175711 9.65923e-05 8.31984e-05 8.72935e-05 5.84744e-05 0.000148115 0.000254955
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 -0.085734999999999992 -0.08440499999999998 0.084180000000000019 -0.011559999999999999 0.053180000000000012 -1.0000000180025095e-35 -0.081564999999999985 -1.0000000180025095e-35 0.096435000000000007 0.010870000000000003 0.085875000000000021 -0.56022499999999986 0.088065000000000018 0.080705000000000013 -1.0000000180025095e-35 -0.17933499999999997 -0.40078499999999995 -0.42195999999999995 -0.097224999999999992 0.10005000000000001 0.084840000000000013 -0.093219999999999983 0.095950000000000021 0.041630000000000007 0.10820000000000002 0.093665000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 -5 8 -7 -9 -11 -12 14 -14 17 -16 -17 18 -13 20 21 -20 23 24 -21 26 -24 -27 29 -29
right_child=1 3 -4 4 5 7 -8 9 -10 10 11 12 13 -15 15 16 -18 -19 19 22 -22 -23 25 -25 -26 27 -28 28 -30 -31
leaf_value=-0.00010457700525876135 1.7102611309383065e-06 -0.00015212706732979447 0.00026238089528987988 0.00019658731970412192 -0.00018034630740571412 -0.00031021088676061481 1.3635044158089682e-05 0.00017492818072281332 8.6883188568107365e-05 9.2584375953366467e-05 -0.00016160836207943606 9.2679503840746995e-05 -2.605575149833125e-05 0.0002123129850951955 -0.0002592564089051545 -0.00017209145212074788 0.00014941123796127027 0.00013889880437465549 -3.3145703867081517e-05 8.4588521562621065e-05 -0.00034981578883162004 0.00019042160264771984 -0.00020256462757526784 0.00029215499062384308 -0.00012052820300979013 2.7886576338312608e-06 5.2264457044657322e-05 -3.7717725211722053e-05 0.00014017870614770801 -0.00044832588631834366
leaf_weight=20 21 21 20 25 21 25 34 23 36 36 23 34 28 20 24 21 34 34 71 58 24 22 41 27 38 2213 20 62 25 20
leaf_count=20 21 21 20 25 21 25 34 23 36 36 23 34 28 20 24 21 34 34 71 58 24 22 41 27 38 2213 20 62 25 20
internal_value=0 6.74473e-07 0.000128867 -1.04314e-06 8.80321e-10 -1.80389e-06 9.11572e-05 -5.36778e-07 -7.58603e-05 1.04871e-06 -3.4233e-07 -1.52069e-06 -2.13154e-07 7.32646e-05 -1.48733e-06 -6.02037e-05 2.66557e-05 2.37691e-07 -1.53801e-06 -2.76021e-06 -5.60654e-05 1.97412e-05 -2.69514e-07 6.67825e-05 3.39648e-06 -3.73335e-06 -0.000119014 -7.02263e-07 -7.29023e-05 -0.000137866
internal_weight=0 3101 41 3060 3039 2980 59 2959 61 2898 2875 2839 2816 48 2768 79 55 2689 2655 2621 117 93 2504 123 96 2381 61 2320 107 82
internal_count=3121 3101 41 3060 3039 2980 59 2959 61 2898 2875 2839 2816 48 2768 79 55 2689 2655 2621 117 93 2504 123 96 2381 61 2320 107 82
is_linear=0
shrinkage=0.1


Tree=2895
num_leaves=31
num_cat=0
split_feature=33 9 4 2 132 1203 1185 50 1204 2 43 15 15 15 132 4 160 1213 0 481 43 13 15 3 2 132 15 2 403 130
split_gain=2.26001e-05 2.5841e-05 0.000383519 0.000464387 2.38428e-05 0.000666002 0.000338863 0.000116623 2.19367e-05 0.00010554 5.21046e-05 2.32686e-05 9.96713e-05 8.05147e-05 7.05158e-05 9.57899e-05 0.000140182 0.000130049 0.000197168 0.000248626 0.000121459 0.000234753 0.000435791 0.000158153 5.76265e-05 4.72357e-05 8.49768e-05 0.000110183 0.000137554 0.000131845
threshold=-0.012019999999999998 0.085555000000000006 0.053180000000000012 -0.15339499999999998 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.016569999999999994 0.080205000000000012 -0.029804999999999995 0.095175000000000023 0.096055000000000015 0.093575000000000019 0.090440000000000006 -0.050494999999999991 -0.40698999999999991 -0.082994999999999985 -0.082284999999999983 -0.059779999999999993 0.055925000000000009 -0.069964999999999986 0.11601500000000002 -0.066704999999999987 0.10327000000000001 0.093160000000000007 -0.26481999999999994 0.082850000000000021 -0.09551999999999998 0.090745000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 7 -6 -2 9 -8 -11 13 -13 25 15 17 -17 -14 -19 -20 21 22 -21 -23 -18 -10 -27 -28 29 -29
right_child=1 2 3 -5 6 -7 8 -9 11 10 -12 12 14 -15 -16 16 24 18 19 20 -22 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-8.9437437132541418e-05 -2.8574703851835544e-06 -0.00027835059644649334 -3.3776432155718793e-05 0.00058830818685237326 -0.0003939939993539487 0.00053999910748604198 0.00022839661517840191 -0.00025798827395192349 -6.8668545579094428e-06 -0.00010850100438801747 6.5754630860111161e-05 0.00023365868130765323 0.00021768100983039901 -0.00014770405649846326 -0.00015248634293675423 0.00031124586673104206 0.00015370175465447933 -0.00025766511233300929 0.00033731494229868989 -0.00060430006342357965 0.00015159202470116457 0.00024726691097021105 -2.4923931561863502e-05 -8.6179670229698377e-05 -4.7866407943286972e-05 -0.00012670474386595744 -9.1231271072765899e-05 -0.00015509405585126607 0.0002108725218879071 0.0001836601482500555
leaf_weight=28 172 23 30 20 22 23 24 20 2131 32 37 21 22 39 25 25 23 34 20 20 27 25 37 33 37 24 31 27 69 20
leaf_count=28 172 23 30 20 22 23 24 20 2131 32 37 21 22 39 25 25 23 34 20 20 27 25 37 33 37 24 31 27 69 20
internal_value=0 8.0965e-07 5.96001e-05 0.000215057 -6.11444e-07 3.14825e-05 -3.0714e-06 -2.94336e-05 1.88931e-08 4.77678e-05 -1.50596e-05 -1.63191e-06 2.24559e-05 -5.22296e-06 8.93378e-06 2.22523e-05 0.000112297 -1.28568e-05 -3.87335e-05 7.21506e-06 -3.92779e-05 -8.40908e-05 -0.000228214 5.75473e-05 2.94014e-05 -2.80907e-06 4.7759e-05 7.62428e-05 0.000120999 -1.09433e-05
internal_weight=0 3093 73 50 3020 215 2805 192 2783 93 69 2690 349 2341 328 303 85 218 196 162 142 115 57 58 60 2302 171 147 116 47
internal_count=3121 3093 73 50 3020 215 2805 192 2783 93 69 2690 349 2341 328 303 85 218 196 162 142 115 57 58 60 2302 171 147 116 47
is_linear=0
shrinkage=0.1


Tree=2896
num_leaves=31
num_cat=0
split_feature=480 133 16 50 42 159 12 157 1456 0 1456 16 403 1456 479 1420 1447 2 1447 1447 1455 43 3 158 158 158 158 158 1455 1452
split_gain=2.47493e-05 6.28644e-05 9.97086e-05 4.26782e-05 0.000180852 7.43456e-05 6.49186e-05 5.74298e-05 3.71559e-05 0.000100251 4.52149e-05 0.00020142 8.92548e-05 4.62419e-05 3.28083e-05 3.1929e-05 3.047e-05 0.000144238 9.12582e-05 8.56746e-05 3.54158e-05 0.000212795 0.000125684 9.56704e-05 7.89979e-05 8.25157e-05 7.50245e-05 0.00010275 4.60741e-05 7.93982e-05
threshold=0.10344000000000002 0.091935000000000003 -0.040964999999999994 -0.099524999999999988 0.094365000000000018 0.084250000000000005 0.089410000000000003 0.63604500000000008 0.10959500000000001 -0.080689999999999984 0.091180000000000011 -0.008904999999999998 -0.55683499999999986 0.088020000000000001 0.088785000000000017 -0.086449999999999985 -0.086849999999999997 0.087245000000000003 -0.085709999999999995 -0.084334999999999979 -0.065979999999999983 -0.06984499999999999 -0.081459999999999991 0.11817500000000002 -0.47144999999999992 -0.45617999999999997 0.10722000000000002 0.10490000000000001 0.091225000000000014 0.082765000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 8 10 -10 12 -12 -5 14 15 -14 17 -17 -18 -20 21 22 -21 24 -22 -26 27 28 29 -27
right_child=1 -3 -4 7 -6 -7 -8 -9 9 -11 11 -13 13 -15 -16 16 18 -19 19 20 23 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-6.3640632622991692e-05 0.00013951938776049898 -0.00019032478558074218 -0.00011704428823742835 -0.0001743507306322311 0.00026680365427314573 -0.00016568855742207236 0.00016661324067778578 -0.00016961879795417191 5.4348351709036666e-05 -0.00025499689487332942 -9.1655267053283759e-05 0.00032844277765910933 0.00011986196748859419 0.00014640012400791007 0.00012247944045653145 -0.00010801810610494366 -0.00018208048482587662 0.00024306314834393562 0.00019156655868320506 -9.5751509167409202e-05 0.00018625007896017369 -0.00029152589907295936 0.00020164417596620131 0.00016646363966334751 -0.00020638240712287371 -2.3104983465592784e-06 -0.00016520114617638425 0.00021966985159884816 0.00010010369298343419 -0.00016879381308736529
leaf_weight=25 28 24 33 29 31 24 24 20 22 20 25 21 22 22 22 22 28 25 23 30 22 28 27 34 20 2349 28 21 43 29
leaf_count=25 28 24 33 29 31 24 24 20 22 20 25 21 22 22 22 22 28 25 23 30 22 28 27 34 20 2349 28 21 43 29
internal_value=0 -5.32202e-05 7.22645e-07 1.49002e-06 6.44432e-05 -2.14907e-05 4.91368e-05 -7.42968e-07 4.16894e-07 -9.29589e-05 1.78337e-06 0.000100129 1.81428e-07 1.99232e-06 8.46636e-07 -1.26073e-07 -1.09336e-06 7.87272e-05 -2.49216e-06 -5.97482e-07 -2.27737e-06 -6.5775e-05 4.51201e-05 -1.57451e-07 -2.41267e-06 -4.07957e-06 -2.44149e-06 -5.75289e-07 -2.48572e-06 -4.34078e-06
internal_weight=0 85 61 3036 104 73 49 2932 2912 42 2870 46 2824 2795 2773 2751 2729 47 2682 2654 2631 85 57 2546 2512 2490 2470 2442 2421 2378
internal_count=3121 85 61 3036 104 73 49 2932 2912 42 2870 46 2824 2795 2773 2751 2729 47 2682 2654 2631 85 57 2546 2512 2490 2470 2442 2421 2378
is_linear=0
shrinkage=0.1


Tree=2897
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 16 42 403 402 1213 0 16 16 0 133 1212 12 12 401 402 1212 2 2 1213 1212 0 43 1209 1210 1209 2
split_gain=2.47347e-05 0.000187155 0.000103306 2.06979e-05 0.000118837 3.77052e-05 0.000134957 8.58719e-05 0.000216165 7.91247e-05 8.87384e-05 0.000231432 7.86108e-05 0.000176753 3.82708e-05 3.13267e-05 0.000116168 6.31545e-05 4.91918e-05 2.87188e-05 0.000129805 0.00022683 0.000142404 9.61476e-05 8.40338e-05 5.93676e-05 5.14377e-05 7.02597e-05 0.000102565 0.000276566
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10383000000000002 -0.071359999999999993 0.11551500000000002 -0.44023999999999991 0.13775000000000001 -0.083944999999999978 -0.087974999999999984 -0.072359999999999994 -0.14035499999999998 -0.072594999999999979 0.11667000000000001 0.11660500000000001 0.11650500000000001 0.12757000000000002 -1.0000000180025095e-35 -0.42072999999999994 0.087615000000000012 0.083715000000000026 0.084885000000000002 -0.082994999999999985 0.085870000000000016 -0.082484999999999989 -0.013199999999999998 0.085415000000000005 -0.078184999999999991 -0.077594999999999983 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 7 -7 14 -9 -8 11 -11 -12 -14 15 17 -17 -3 -19 23 24 -22 -23 26 -21 -24 27 -20 29 -29
right_child=1 3 -4 4 -6 6 9 8 -10 10 12 -13 13 -15 -16 16 -18 18 19 20 21 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-6.7867120168767335e-06 0.0002999121348174023 -0.00013361594881442014 -0.00021549551200695095 -0.00016848668003351325 0.00013553469703765585 0.0002781545273220135 0.00019294521715935498 0.00011026768152078148 -0.00032702229912571899 8.8077564776705753e-05 0.00017568891053088009 -0.00038193601903913077 0.00012598732637618951 -0.0002265218059765175 9.9251602613292521e-05 0.00023646867533292002 -6.8626436796666196e-05 0.00013403343241575553 -0.00019011164120456671 0.00024026374310117467 -0.00037305659485961467 0.00017011219002037811 -7.2298848455579118e-06 0.00015678168326699869 -3.9402641968557699e-05 -0.00020628369266858265 0.00011535715209754779 -7.9554890908184469e-05 -4.9134741445004083e-06 0.00042395143907924653
leaf_weight=195 21 36 27 36 20 22 21 20 26 22 29 20 33 25 39 24 26 27 20 22 24 26 29 39 21 31 37 24 2159 20
leaf_count=195 21 36 27 36 20 22 21 20 26 22 29 20 33 25 39 24 26 27 20 22 24 26 29 39 21 31 37 24 2159 20
internal_value=0 2.46353e-06 -3.21702e-05 2.93131e-07 -5.99076e-05 1.48776e-06 4.6859e-05 -1.45709e-06 -0.000136896 1.29357e-05 -1.63682e-05 -0.000135738 4.12588e-05 -2.59563e-05 9.35459e-07 -5.59407e-07 7.78192e-05 -2.11763e-06 -2.08013e-07 -1.6862e-06 -4.36376e-05 -0.000101226 -2.53668e-05 1.10569e-06 0.000103682 -0.000110074 -1.58075e-06 -3.52709e-06 -1.83317e-06 0.000149312
internal_weight=0 2899 222 2878 56 2822 172 2650 46 150 129 42 87 58 2604 2565 50 2515 2479 2452 153 110 86 2299 43 60 2260 2223 2203 44
internal_count=3121 2899 222 2878 56 2822 172 2650 46 150 129 42 87 58 2604 2565 50 2515 2479 2452 153 110 86 2299 43 60 2260 2223 2203 44
is_linear=0
shrinkage=0.1


Tree=2898
num_leaves=31
num_cat=0
split_feature=402 1212 1211 1212 1211 1203 1204 1203 133 401 15 402 131 131 132 13 123 34 43 9 8 9 9 106 42 1208 42 1210 130 0
split_gain=2.33396e-05 3.72928e-05 2.26983e-05 4.56089e-05 5.72744e-05 4.27374e-05 0.000174686 5.04191e-05 3.23609e-05 2.55933e-05 9.94676e-05 7.72337e-05 2.71787e-05 5.20128e-05 3.50043e-05 0.000114277 5.50631e-05 3.21372e-05 0.000197765 9.07439e-05 0.000138615 0.000103284 4.70295e-05 8.37818e-05 3.35187e-05 5.96346e-05 9.09422e-05 0.000102274 5.66397e-05 6.17492e-05
threshold=0.31278000000000006 0.15049500000000002 0.11986000000000001 0.12218000000000002 0.11048500000000001 0.088820000000000024 -0.080654999999999991 0.087075000000000014 -0.0084449999999999994 -0.06959499999999999 0.095175000000000023 -0.43418999999999991 0.13052000000000002 0.11684000000000001 -0.41127499999999995 0.056795000000000005 -0.088149999999999992 -0.057544999999999992 -1.0000000180025095e-35 0.091905000000000014 0.091215000000000004 0.082870000000000013 -0.08619499999999998 0.087515000000000009 0.120215 0.10480500000000002 0.11551500000000002 -0.091799999999999979 -0.22699999999999995 -0.047369999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 9 -8 10 -1 -11 13 14 15 -13 -16 18 22 21 -21 24 -18 -24 25 26 27 -19 -26 -30
right_child=-2 -3 -4 -5 -6 6 8 -9 -10 11 -12 12 -14 -15 16 -17 17 19 -20 20 -22 -23 23 -25 28 -27 -28 -29 29 -31
leaf_value=-4.0450045656825753e-05 0.00010506812444267173 -0.0001335204699509112 -7.9877828684402628e-05 0.00014140058622655013 0.00014504024829538711 -0.00031899015153785947 0.00011700615668814863 0.00014800888185045156 -5.2638812390480035e-05 -0.00017023010581464475 0.00024383396812481807 -8.1407319455386394e-05 -0.00010014360073169141 0.00013163420570587428 -0.00015629893681287524 0.0002310909892912605 7.4299130186949289e-05 -0.00019541625702653882 0.00032715016908089947 -0.00034013891006907221 1.0033229353631705e-05 0.00021523415218160317 -0.00021247656071257857 6.465158439823426e-05 -8.9258387610739612e-05 -0.00014985147385492123 0.00015695057015234072 -3.1569151598346178e-06 0.00016265623064601662 -1.430063993018738e-05
leaf_weight=32 21 21 35 23 27 21 22 23 23 27 20 22 27 30 23 25 31 28 21 20 26 22 24 20 22 28 35 2340 49 33
leaf_count=32 21 21 35 23 27 21 22 23 23 27 20 22 27 30 23 25 31 28 21 20 26 22 24 20 22 28 35 2340 49 33
internal_value=0 -7.11757e-07 1.94051e-07 1.11472e-06 4.66707e-08 -1.26089e-06 -8.08386e-05 5.32874e-07 3.02987e-05 -6.3475e-07 6.889e-05 -1.90194e-06 -2.93706e-07 6.69476e-07 -7.49427e-07 8.48152e-05 -2.22685e-06 -9.13894e-07 5.59065e-05 -3.00946e-06 -0.000142216 -5.05165e-07 -2.00418e-05 -8.65092e-05 -2.37746e-06 -4.75582e-06 -3.06515e-06 -5.43025e-06 5.32168e-05 9.14419e-05
internal_weight=0 3100 3079 3044 3021 2994 66 2928 45 2905 52 2853 2826 2799 2769 47 2722 2699 96 2603 46 2557 75 44 2535 2431 2403 2368 104 82
internal_count=3121 3100 3079 3044 3021 2994 66 2928 45 2905 52 2853 2826 2799 2769 47 2722 2699 96 2603 46 2557 75 44 2535 2431 2403 2368 104 82
is_linear=0
shrinkage=0.1


Tree=2899
num_leaves=31
num_cat=0
split_feature=130 1 132 50 1185 1203 16 0 0 4 0 15 4 16 4 133 16 13 16 43 3 13 2 48 150 151 43 16 133 15
split_gain=2.69567e-05 4.06743e-05 2.35455e-05 0.000694431 0.000319803 0.00014687 2.29967e-05 7.16987e-05 0.000149486 9.0032e-05 0.000122348 7.72127e-05 7.38801e-05 6.88914e-05 0.000191268 0.000153082 6.85138e-05 0.000248915 6.78923e-05 6.14353e-05 6.8885e-05 5.92131e-05 0.000123026 5.59594e-05 7.17618e-05 7.13693e-05 7.72064e-05 8.8315e-05 0.000161658 0.000111828
threshold=-0.23123999999999997 0.16540500000000002 -0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 -0.11118499999999999 -0.09595999999999999 -0.093584999999999988 -0.080924999999999983 -0.10151999999999999 -0.091604999999999978 -0.0047449999999999992 -0.095094999999999985 -0.00027999999999999998 -0.047229999999999987 -0.092484999999999984 -0.091559999999999989 -0.091114999999999988 -0.11278499999999998 -0.080884999999999985 -0.08459499999999999 0.090675000000000019 -0.072824999999999987 0.094605000000000009 -0.087864999999999985 -0.018859999999999998 -0.50690499999999983 -0.14717499999999997 -0.12563999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 7 9 -9 -6 19 -12 -10 14 15 -8 17 -15 -18 -11 -21 22 -14 -22 25 -25 -27 -28 -29 -30
right_child=1 -3 4 -5 6 -7 13 8 12 10 11 -13 21 16 -16 -17 18 -19 -20 20 23 -23 -24 24 -26 26 27 28 29 -31
leaf_value=0.00010786079510580749 4.0121368577026514e-06 -0.00012300255583357758 -0.00038193084950431845 0.00059341478077840298 -0.00020786403219972272 -0.00028196000183470458 0.00017600682781035589 0.00026301901533827278 0.00014966723933217249 -0.00015125977213476571 -0.00032948499865824492 -6.3443098285157853e-05 3.0541491273302554e-05 0.00012426381412792995 0.00030142064073327768 -0.00017649111084340672 0.00013538020968367049 -0.00034141652140533556 2.2149670695824349e-06 0.00010475419609841825 -0.00015222974090849879 1.1354588285382395e-05 -0.00028695993235527094 -0.0001919121186975168 0.00018064698604575825 0.00016450526175322013 9.8961565655532888e-05 0.00012190859055077783 -6.4555504892875129e-05 -0.00038472575685773337
leaf_weight=23 176 27 22 20 31 20 22 24 28 26 20 24 26 22 29 28 39 24 2091 59 27 124 23 21 20 25 34 22 24 20
leaf_count=23 176 27 22 20 31 20 22 24 28 26 20 24 26 22 29 28 39 24 2091 59 27 124 23 21 20 25 34 22 24 20
internal_value=0 -8.00776e-07 2.73612e-07 3.21076e-05 -2.13484e-06 -2.51687e-05 8.14511e-07 -1.69813e-05 2.71338e-05 -4.51001e-05 -2.94303e-05 -0.000184371 -1.03158e-06 5.37593e-06 9.71088e-05 -2.1392e-05 2.04556e-06 -0.0001187 4.6532e-06 -4.90722e-06 1.01926e-05 -2.54221e-05 -0.00011849 -1.87148e-05 3.00152e-06 -2.13335e-05 7.32373e-06 -3.19717e-05 -9.94221e-05 -0.000210087
internal_weight=0 3098 3071 216 2855 196 2833 578 225 353 322 44 201 2255 79 50 2176 46 2130 278 252 173 49 193 166 146 125 100 66 44
internal_count=3121 3098 3071 216 2855 196 2833 578 225 353 322 44 201 2255 79 50 2176 46 2130 278 252 173 49 193 166 146 125 100 66 44
is_linear=0
shrinkage=0.1


Tree=2900
num_leaves=31
num_cat=0
split_feature=394 132 43 391 39 39 1 12 481 2 13 0 403 43 403 42 50 133 3 157 12 157 3 0 4 12 12 12 2 0
split_gain=2.64389e-05 0.000469422 0.000583505 2.7181e-05 2.58259e-05 3.05691e-05 3.98923e-05 3.56169e-05 2.59307e-05 0.00012882 0.000262648 0.000558694 0.000106918 0.000139902 8.27534e-05 3.76577e-05 3.42288e-05 0.000174994 0.000109986 4.59222e-05 5.34182e-05 0.000122532 0.000135441 0.000150415 0.000133112 0.000174517 0.000118907 0.000233802 0.000258893 0.000240656
threshold=0.0041850000000000004 -0.083284999999999984 -0.010344999999999998 -0.083929999999999991 -0.083889999999999978 -0.020804999999999994 0.16540500000000002 0.15120000000000003 -0.087424999999999989 0.090790000000000023 -0.081029999999999977 -0.086554999999999979 -0.5492149999999999 -0.041049999999999996 -0.53762499999999991 0.15021500000000002 -0.099524999999999988 0.090665000000000009 -0.078084999999999988 0.63604500000000008 0.099815000000000015 -0.04831499999999999 -0.13309499999999996 -0.061629999999999997 0.11275500000000001 0.10193000000000001 0.096475000000000019 0.096830000000000013 0.097605000000000011 -0.072594999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -6 7 8 9 10 11 -7 13 -10 -14 16 17 18 -16 20 26 -22 23 -23 25 -24 -18 -28 29 -29
right_child=1 2 -4 4 5 6 -8 -9 12 -11 -12 -13 14 -15 15 -17 19 -19 -20 -21 21 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=-8.5480155355885249e-05 0.00043410842721957883 -0.00049843050980019729 0.0001845321321211643 0.00011288397487078327 -9.6844331931082931e-05 5.5199806593009273e-05 0.00012572309793904425 -0.0001060578175270166 -2.8192776169263478e-05 0.00011732877428585199 0.00018280222520843383 -0.00060996487875894208 -0.00016877745169792966 0.00031354975979775194 -0.00019214494252362503 0.00012321216318645156 -9.9006005190603968e-07 0.00025977276508153108 6.4182664070184275e-05 -0.00015327827772125603 -0.00021010183782719477 -1.944324067827202e-05 -0.00025366594822242341 0.00033739767095539722 -0.00028771334258462526 8.9974815563611548e-06 0.00040494460429597114 8.6554238981934216e-05 0.0002475728730334797 -0.00032024568891546762
leaf_weight=38 23 22 29 20 33 28 25 32 23 32 20 23 29 25 26 25 2122 30 47 20 37 27 29 21 21 198 21 33 36 26
leaf_count=38 23 22 29 20 33 28 25 32 23 32 20 23 29 25 26 25 2122 30 47 20 37 27 29 21 21 198 21 33 36 26
internal_value=0 5.90602e-05 -0.000110079 -1.43435e-06 -3.7295e-07 -1.13078e-06 -6.22544e-08 -1.13514e-06 2.30248e-08 -4.92527e-05 -0.000124332 -0.000244776 1.83826e-06 0.000149798 -7.4619e-07 1.04598e-06 -8.77086e-08 5.64466e-05 -2.71121e-05 -2.33512e-06 -1.16092e-06 -3.85291e-05 -1.70825e-05 0.000136675 -4.68419e-05 -2.45586e-05 4.39922e-06 0.000102986 3.62371e-05 -9.27135e-05
internal_weight=0 74 51 3047 3009 2989 2956 2931 2899 103 71 51 2796 48 2748 2719 2694 103 73 2591 2571 333 296 48 248 227 2238 116 95 59
internal_count=3121 74 51 3047 3009 2989 2956 2931 2899 103 71 51 2796 48 2748 2719 2694 103 73 2591 2571 333 296 48 248 227 2238 116 95 59
is_linear=0
shrinkage=0.1


Tree=2901
num_leaves=31
num_cat=0
split_feature=132 1185 394 50 40 130 12 0 12 42 1456 153 97 30 16 160 129 129 4 402 160 0 0 3 48 48 52 1 13 0
split_gain=3.2286e-05 0.000205618 6.70696e-05 4.33383e-05 2.62031e-05 6.98435e-05 8.53513e-05 7.4669e-05 2.69924e-05 8.66417e-05 3.18373e-05 4.39302e-05 2.9296e-05 4.87605e-05 3.90645e-05 9.59733e-05 8.37522e-05 7.2594e-05 0.000110961 7.16494e-05 0.000131534 8.54896e-05 0.000139573 0.00010268 8.04355e-05 7.09692e-05 9.34771e-05 0.000122652 6.99068e-05 6.42285e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.013605000000000001 0.09227500000000001 -0.24620999999999996 -0.22699999999999995 0.13043000000000002 -0.040504999999999992 0.11586 0.10369500000000002 0.11510000000000002 1.0000000180025095e-35 -0.086464999999999986 0.096890000000000018 -0.14158499999999996 0.10493500000000001 -0.082959999999999992 0.085550000000000015 -0.077679999999999985 0.098505000000000023 0.079055000000000014 -0.10151999999999999 -0.09595999999999999 -0.081459999999999991 -0.072824999999999987 0.11156500000000001 0.091275000000000009 0.11039500000000001 -0.076599999999999988 -0.23194499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -6 8 -8 10 -10 11 12 -7 14 15 17 -16 18 -14 20 21 24 -23 -24 -20 26 27 -26 -25 -18
right_child=1 4 -4 -5 5 6 7 -9 9 -11 -12 -13 13 -15 16 -17 29 -19 19 -21 -22 22 23 28 25 -27 -28 -29 -30 -31
leaf_value=-6.9657216327272942e-07 0.00031459007406651622 0.00011460331159469207 -0.00020680346309139474 -0.0001368653977233744 -0.00017774853167793481 -0.00011763396600837865 0.00027500403181572136 2.1477784265208847e-05 4.0579559087442858e-05 -0.00023402989725582304 8.9860940799833488e-05 -0.00014187299495295686 -0.00022069862082259664 0.00014920195290373656 0.00020897352109386705 -0.00023568673253369831 0.0001696096661085587 0.0001234877468959894 -0.00011937767104069335 -0.00018529710255477214 0.00020087605915815123 -0.00030079174660689514 -0.00019657077174433025 -3.181929512601394e-05 0.00031597231595110174 -6.8054962793138586e-05 -2.4521710396844095e-06 3.2336430667783137e-05 0.00017972045461647215 1.6041740406862528e-06
leaf_weight=174 21 20 21 27 22 21 21 26 27 20 39 22 28 22 20 21 23 34 33 23 29 24 29 61 31 37 56 30 21 2138
leaf_count=174 21 20 21 27 22 21 21 26 27 20 39 22 28 22 20 21 23 34 33 23 29 24 29 61 31 37 56 30 21 2138
internal_value=0 2.81457e-06 -3.67542e-05 -1.89879e-05 5.39632e-07 -2.58574e-07 1.11829e-06 0.000134755 -1.13376e-06 -7.62755e-05 1.54232e-07 -1.14009e-06 1.4746e-08 9.43552e-07 -2.92872e-07 -2.68771e-05 5.2775e-06 -1.68197e-05 -2.86865e-05 -1.43113e-05 -3.10706e-06 -2.14782e-05 -8.21215e-05 -3.48414e-05 2.23017e-05 5.26616e-05 9.08369e-05 0.000176479 2.23555e-05 3.39229e-06
internal_weight=0 2899 222 201 2878 2858 2836 47 2789 47 2742 2703 2681 2660 2638 457 2181 436 402 374 351 322 135 111 187 154 117 61 82 2161
internal_count=3121 2899 222 201 2878 2858 2836 47 2789 47 2742 2703 2681 2660 2638 457 2181 436 402 374 351 322 135 111 187 154 117 61 82 2161
is_linear=0
shrinkage=0.1


Tree=2902
num_leaves=31
num_cat=0
split_feature=130 1 132 1185 1203 1201 151 157 51 156 51 51 151 13 3 15 48 151 123 2 151 52 43 13 51 51 4 2 1 51
split_gain=2.68081e-05 4.17656e-05 2.33411e-05 0.000166365 6.10049e-05 2.38977e-05 2.33125e-05 0.000122839 0.000106151 0.000267677 0.000226168 9.56639e-05 7.35341e-05 0.000122127 6.63175e-05 8.46712e-05 0.000171037 8.52227e-05 0.000121137 8.91068e-05 0.000154626 8.66287e-05 8.99838e-05 3.94512e-05 3.49648e-05 8.31226e-05 7.97429e-05 0.000104312 0.000121219 6.40898e-05
threshold=-0.23123999999999997 0.16540500000000002 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.08261499999999998 -0.078349999999999989 0.0026750000000000007 -0.085734999999999992 0.087515000000000009 -0.025069999999999999 -0.014904999999999998 -0.039414999999999999 -0.085034999999999986 -0.11171999999999999 -0.018314999999999994 -0.078514999999999988 -0.10142999999999999 0.084475000000000008 0.116525 -0.19763499999999998 -0.084699999999999984 -0.081289999999999987 0.038215000000000006 0.10501000000000001 0.11144500000000002 0.033845000000000007 0.11177500000000001 0.11212500000000002 0.090560000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -5 7 8 -7 10 -10 -12 13 -8 23 17 -17 19 21 20 -16 -19 -23 -13 29 -26 27 -27 -29 -14
right_child=1 -3 3 5 -6 6 12 -9 9 -11 11 14 24 -15 15 16 -18 18 -20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.00010756295302164054 -1.1378845018346813e-05 -0.00012462885233280422 0.0002831310613103034 0.00010954983910778539 -0.0001719147074591429 0.00019173641209674412 5.513966357482233e-05 -0.00022134688042569907 0.00033797748901633897 -0.00026041960791189922 -0.00015678564042380979 2.6627991228451723e-05 -1.7488196100481702e-06 -0.00024898944785461702 3.0792678126090321e-05 -4.7549050544727259e-05 0.00031465738993574632 2.2736365386780593e-05 -5.5538802468596939e-05 0.00011062936227972387 -0.0002941523493198609 0.00039244551153387879 0.00011644419288064387 -0.00016353926581966032 0.00019382426398806274 -9.4345010211327473e-06 -0.00013766615338681732 0.00035221626545535402 2.9878168061259205e-05 -8.7567751261003965e-05
leaf_weight=23 192 27 21 20 27 38 23 20 24 32 28 20 1990 31 32 22 32 31 43 24 27 21 27 24 29 124 30 20 28 91
leaf_count=23 192 27 21 20 27 38 23 20 24 32 28 20 1990 31 32 22 32 31 43 24 27 21 27 24 29 124 30 20 28 91
internal_value=0 -7.98569e-07 2.90137e-07 2.70598e-06 -3.11709e-05 6.25819e-07 -1.49165e-07 2.08495e-05 3.2247e-05 1.65865e-05 4.15561e-05 2.00633e-05 -4.09861e-06 -0.000119453 3.64057e-05 5.56885e-05 0.000167092 2.63432e-05 7.95247e-05 -5.1827e-05 -0.000117911 0.00015304 0.000237195 -7.70996e-05 -1.40435e-06 3.55063e-05 1.27775e-05 3.90177e-05 0.000164186 -5.50159e-06
internal_weight=0 3098 3071 2852 219 2831 2811 445 425 387 355 331 2366 54 303 259 54 205 122 83 59 79 48 44 2312 231 202 172 48 2081
internal_count=3121 3098 3071 2852 219 2831 2811 445 425 387 355 331 2366 54 303 259 54 205 122 83 59 79 48 44 2312 231 202 172 48 2081
is_linear=0
shrinkage=0.1


Tree=2903
num_leaves=31
num_cat=0
split_feature=1429 156 2 2 1375 399 1185 49 481 1453 401 480 151 160 480 481 480 484 133 2 3 403 43 2 0 51 403 403 13 151
split_gain=2.22664e-05 6.63747e-05 2.2142e-05 0.000242634 0.000194667 0.00012312 0.000217731 0.000104334 0.000107469 8.7532e-05 8.46842e-05 8.04784e-05 7.28136e-05 7.33747e-05 7.06998e-05 0.000305635 0.000218852 0.000100352 8.79835e-05 0.000337838 0.000127562 0.000482023 0.000192782 8.68032e-05 0.000155963 0.000114011 0.000161512 0.000187397 0.000116822 0.000109707
threshold=-0.23752499999999996 0.32523500000000005 0.087625000000000022 0.087505000000000013 -0.15308499999999997 0.091580000000000009 -0.014244999999999999 0.091325000000000003 -0.15265499999999996 -0.082234999999999989 -0.46360499999999999 -0.080264999999999989 -0.5225749999999999 -0.55248999999999981 0.086995000000000017 -0.086354999999999987 0.085075000000000026 -0.074759999999999979 0.087720000000000006 0.085485000000000019 -0.082794999999999994 -0.52336499999999997 -0.14169499999999999 0.085345000000000018 -0.14920999999999998 -0.085989999999999997 0.068400000000000002 -0.083444999999999991 -0.004174999999999999 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 -8 -4 -10 -11 -13 -14 16 -16 18 -17 23 20 22 -22 -20 24 -12 -25 27 -27 29 -29
right_child=1 -3 9 -5 5 -7 7 -9 10 11 14 12 13 -15 15 17 -18 -19 19 -21 21 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.00010024835640003651 -0.0002786754633537688 0.00018229681649245324 -0.00021621261359541677 0.00034612533802698766 -0.00032349870936741352 0.00020245482267000625 -0.00022026345746954101 0.00017223627961165651 -0.00018662715516587594 0.00019363236962817611 0.00026525559461939945 -0.00016523097232305284 -0.00018671000130284071 -2.8148699788434713e-06 -0.00040631462169628892 0.00020781161800352329 0.00034529111871961504 -7.1448673242552877e-05 -8.5551357828080651e-05 0.00035439074596589696 -0.00047200267806395217 6.2832583939275037e-05 0.00028025374408838726 -0.00022413060310230192 6.2116875669738153e-06 -0.00022783931801669775 -0.00021716748433391332 -4.1654159852849519e-06 -0.00010843363447550117 0.00024316425613583404
leaf_weight=22 24 20 20 21 20 32 21 38 22 20 24 29 22 1577 21 22 20 31 25 35 22 72 34 35 736 23 34 29 23 47
leaf_count=22 24 20 20 21 20 32 21 38 22 20 24 29 22 1577 21 22 20 31 25 35 22 72 34 35 736 23 34 29 23 47
internal_value=0 7.1168e-07 -4.67827e-07 8.75233e-06 3.65533e-06 8.61575e-06 3.96594e-06 8.95018e-06 4.08743e-06 -8.26737e-06 7.8415e-06 -5.74376e-06 -8.1931e-06 -5.34501e-06 1.13113e-05 -8.34549e-05 1.7362e-05 4.44707e-05 1.16038e-05 7.41139e-05 9.99824e-06 -6.23416e-05 0.000125252 -7.53611e-07 1.4392e-05 -6.1019e-05 -2.44234e-05 2.92922e-05 8.90298e-05 0.000148788
internal_weight=0 3099 3079 1411 1390 1366 1334 1314 1276 1668 1255 1648 1628 1599 1233 74 1159 53 1139 188 153 94 59 951 760 191 156 122 99 76
internal_count=3121 3099 3079 1411 1390 1366 1334 1314 1276 1668 1255 1648 1628 1599 1233 74 1159 53 1139 188 153 94 59 951 760 191 156 122 99 76
is_linear=0
shrinkage=0.1


Tree=2904
num_leaves=31
num_cat=0
split_feature=156 475 44 46 1428 12 12 42 12 43 43 475 12 16 3 12 43 12 12 132 1 1211 399 1208 42 1209 15 12 1209 4
split_gain=2.54495e-05 6.1016e-05 3.12947e-05 3.21305e-05 2.96797e-05 3.1022e-05 9.8516e-05 0.000239041 8.44456e-05 0.00046889 0.000250335 7.30365e-05 9.88066e-05 0.000144871 0.000148903 8.87279e-05 0.000154429 9.31937e-05 0.000145827 6.99026e-05 0.000886812 0.000628295 0.000203662 6.6796e-05 7.76785e-05 0.000201113 0.000152683 0.000105422 7.58475e-05 0.000436284
threshold=0.3248100000000001 0.13528000000000004 0.10249500000000002 0.083550000000000013 -0.070379999999999984 0.098150000000000015 0.10061500000000002 0.080840000000000009 0.096525000000000014 0.055925000000000009 -0.03898999999999999 -0.49729499999999999 0.095330000000000012 -0.072359999999999994 -0.078244999999999995 0.09474500000000001 -0.0047449999999999992 0.094375000000000014 0.094070000000000015 -0.083284999999999984 0.089475000000000013 0.11013500000000002 0.091255000000000017 0.10233500000000001 0.092145000000000019 -0.074484999999999982 0.099260000000000015 0.092655000000000015 -0.077594999999999983 -0.081114999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 7 -7 11 10 -10 -6 15 -14 -15 17 -17 18 19 20 22 23 -13 24 28 -26 27 -27 29 -21
right_child=-2 -3 -4 -5 5 6 -8 -9 9 -11 -12 12 13 14 -16 16 -18 -19 -20 21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00010399668805163216 -0.00010480197683057707 0.00017065526335500181 0.00010886486040992448 -0.00011421450902707875 0.00019021347070520279 -0.00029893892739589017 -6.0031840328946515e-06 7.3086196836459659e-05 0.00012624657575673024 0.0005228630821147817 -0.00030423365749977001 1.2927959387825167e-05 -0.00032868907794843179 0.00013531823735383084 -0.00017527514595933486 0.0003463070619909559 -4.6667993592564018e-05 -0.000185098548212813 0.0002706210414180532 -0.00014124647383981098 0.00059465314619816263 -0.00044486554141940363 -0.00032612110365086915 0.00017111613870719852 -0.00032694598965766396 -2.0214130562062172e-05 -0.00023836579498963365 0.00019490578928036065 3.8297898729431778e-06 0.00047157980595892738
leaf_weight=27 23 21 26 25 20 39 418 31 35 20 22 91 22 29 33 20 20 27 20 26 26 32 22 23 24 184 29 26 1739 21
leaf_count=27 23 21 26 25 20 39 418 31 35 20 22 91 22 29 33 20 20 27 20 26 26 32 22 23 24 184 29 26 1739 21
internal_value=0 7.78055e-07 -3.81327e-07 -1.3123e-06 -3.79533e-07 -1.31923e-06 -2.43899e-05 -0.000134185 3.16444e-06 0.000106269 -3.99037e-05 -9.73103e-08 -1.67404e-06 -0.000108226 -2.99976e-05 2.16733e-06 0.00014982 -4.11744e-07 1.79177e-06 -6.05285e-07 6.80774e-05 -5.14278e-06 -5.30816e-05 1.6483e-06 -2.53972e-07 -5.0993e-05 -2.32822e-05 6.41976e-06 7.21768e-06 0.00013257
internal_weight=0 3098 3077 3051 3026 2999 488 70 2511 77 57 2434 2414 84 62 2330 40 2290 2263 2243 139 2104 113 2072 2049 263 239 210 1786 47
internal_count=3121 3098 3077 3051 3026 2999 488 70 2511 77 57 2434 2414 84 62 2330 40 2290 2263 2243 139 2104 113 2072 2049 263 239 210 1786 47
is_linear=0
shrinkage=0.1


Tree=2905
num_leaves=31
num_cat=0
split_feature=132 394 1203 4 42 0 132 16 1201 40 4 11 33 130 0 393 0 33 10 16 31 43 43 1 1 3 3 3 3 4
split_gain=2.76489e-05 0.000147451 9.88128e-05 2.96218e-05 6.65175e-05 5.50825e-05 9.46053e-05 5.11498e-05 2.1223e-05 2.13917e-05 5.76841e-05 4.32035e-05 5.66611e-05 3.39176e-05 3.77728e-05 9.0886e-05 7.41666e-05 2.97411e-05 0.000106854 0.000609868 3.80506e-05 2.89701e-05 0.000132609 0.000134617 0.000471554 0.000106025 0.000129023 0.000108333 0.000146885 8.11506e-05
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.068329999999999988 -0.074124999999999983 -0.073309999999999986 -0.26631499999999991 -0.081299999999999983 -0.08261499999999998 -0.24620999999999996 0.62931500000000018 -0.011194999999999998 -0.012019999999999998 -0.079354999999999981 -0.087974999999999984 0.083910000000000012 -0.081094999999999987 0.085305000000000006 -0.0093599999999999985 -0.056919999999999991 -1.0000000180025095e-35 0.0034250000000000005 0.0051600000000000005 0.090405000000000013 0.094220000000000012 -0.072624999999999981 -0.063814999999999997 -0.076234999999999983 -0.078084999999999988 -0.078629999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 7 -5 6 -6 -1 -2 -10 11 -11 -13 14 15 -14 -16 18 19 -15 -20 -22 -23 25 -25 27 -27 28 29 -24
right_child=1 -3 -4 4 5 -7 -8 -9 9 10 -12 12 13 17 16 -17 -18 -19 20 -21 21 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-1.511508709912867e-05 0.00010076117600658023 0.00026047287721501724 -0.00024625241647299848 0.00011083016933381178 6.5846631738307993e-05 -0.00020945446565747263 -0.00017264923829410191 0.00016354483774524522 0.00010292238017427734 0.00012910368929554421 -0.00012324254846469941 -0.00015670923741076284 0.00028491527436926847 -0.00013210479098504308 -0.00014664324175100776 -6.5613596234470608e-06 0.00010742835612055152 -9.5482556053232679e-05 -0.00010979888367838805 0.00049987155566318857 2.7647864036501542e-06 -0.00025469777380446128 1.0561045055510478e-05 -0.000545994000567589 6.3857272192870047e-06 -0.00024220409235065998 2.4947974710206228e-05 0.00027206555929627606 -0.0002183045099809533 0.00016146195717984654
leaf_weight=59 21 22 20 22 39 25 29 22 20 26 38 23 20 37 20 23 27 33 33 26 2156 24 90 20 68 29 48 22 20 59
leaf_count=59 21 22 20 22 39 25 29 22 20 26 38 23 20 37 20 23 27 33 33 26 2156 24 90 20 68 29 48 22 20 59
internal_value=0 2.56653e-06 -3.45174e-05 -1.29118e-05 -4.55383e-05 -8.25287e-05 -3.58648e-05 3.34098e-05 5.98459e-07 -1.36487e-07 -8.61743e-07 7.9677e-07 -4.04087e-07 9.0082e-07 6.12788e-05 0.000129009 -6.87217e-07 -1.13821e-06 4.46763e-08 0.000128711 -3.11062e-06 -1.72233e-06 -2.71808e-05 -1.18426e-05 -0.000119155 2.33943e-05 -7.56677e-05 6.33304e-05 3.61577e-05 7.03138e-05
internal_weight=0 2905 216 196 115 93 68 81 2883 2862 2842 2804 2778 2755 90 43 47 2665 2632 63 2569 2536 380 356 88 268 77 191 169 149
internal_count=3121 2905 216 196 115 93 68 81 2883 2862 2842 2804 2778 2755 90 43 47 2665 2632 63 2569 2536 380 356 88 268 77 191 169 149
is_linear=0
shrinkage=0.1


Tree=2906
num_leaves=31
num_cat=0
split_feature=132 1185 3 132 13 3 47 3 394 130 10 2 10 15 34 33 15 45 3 3 47 1 47 1 13 42 14 1 0 0
split_gain=2.27057e-05 0.000139471 5.42135e-05 0.000248542 4.82938e-05 5.7588e-05 5.26965e-05 2.69893e-05 5.90637e-05 2.13833e-05 6.05769e-05 5.37749e-05 5.33688e-05 0.000179185 0.000105062 6.22202e-05 2.35103e-05 2.57407e-05 2.83228e-05 0.00019248 6.00778e-05 0.000300671 0.000211633 6.25523e-05 5.66845e-05 0.000200781 6.29726e-05 0.000107089 7.02673e-05 6.95447e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.083654999999999993 -0.1075 0.054800000000000008 -0.042499999999999989 0.085270000000000026 -0.088494999999999976 -0.0074349999999999998 -0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.010699999999999999 -0.098289999999999975 -0.081364999999999993 -1.0000000180025095e-35 0.23208000000000004 0.094030000000000016 -0.042499999999999989 -0.053259999999999995 0.092165000000000011 0.107145 0.080455000000000013 0.12811000000000003 -0.13710499999999998 0.083865000000000009 0.083150000000000016 0.13408500000000004 0.14486500000000005 0.22582000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 5 -4 -6 -1 -9 -3 11 -11 13 -12 -15 -14 17 18 19 24 22 -22 -20 -23 25 -17 27 28 -26 -30
right_child=1 9 3 -5 6 -7 -8 8 -10 10 12 -13 15 14 -16 16 -18 -19 20 -21 21 23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-3.0975854603622001e-05 0.00025913554293635702 -0.00010255387649522164 0.00014198981194685103 -0.00038964878345030315 -0.00019496516866969286 -7.5658422138076271e-05 2.9314211278688166e-05 -6.8066005042055622e-05 0.00014735723629460804 1.0120327351614834e-05 -0.00023876037999128274 0.00023923719490994701 0.00015577882487867521 -8.6485960649873095e-05 0.00022689958233968355 -0.0003579503808396112 9.8877809955411072e-05 -8.6995739376802435e-05 1.8093451736044351e-05 -0.00028664126663594897 -0.0003965790449547058 0.00015717137910792973 0.00033474280684128071 -5.6436440746228285e-05 -2.0100493796578137e-06 1.6945397532253993e-05 -0.00017509890283690766 0.00023345520276052412 0.00026379348440968897 3.238576201034621e-06
leaf_weight=53 21 20 31 21 22 20 20 20 35 21 38 20 26 23 20 20 24 34 520 24 20 29 22 26 1860 50 20 20 20 21
leaf_count=53 21 20 31 21 22 20 20 20 35 21 38 20 26 23 20 20 24 34 520 24 20 29 22 26 1860 50 20 20 20 21
internal_value=0 2.36033e-06 -3.08225e-05 -7.89216e-05 -8.75735e-06 5.66376e-05 -8.81655e-05 1.99487e-05 6.90215e-05 4.86706e-07 1.20777e-06 0.000121885 -5.48617e-07 -8.05442e-05 5.92748e-05 1.81967e-06 3.42574e-07 -5.3786e-07 5.70575e-07 -5.11981e-06 1.93387e-05 -6.45461e-05 3.09464e-05 5.61931e-05 -1.76003e-06 -9.01677e-05 1.42829e-06 3.26616e-06 8.44391e-07 0.000130339
internal_weight=0 2899 222 114 93 51 42 108 55 2878 2858 41 2817 81 43 2736 2710 2686 2652 2035 617 75 542 55 2011 70 1941 1921 1901 41
internal_count=3121 2899 222 114 93 51 42 108 55 2878 2858 41 2817 81 43 2736 2710 2686 2652 2035 617 75 542 55 2011 70 1941 1921 1901 41
is_linear=0
shrinkage=0.1


Tree=2907
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1426 157 1429 52 155 1429 475 157 157 157 1371 457 2 151 42 148 447 1374 150 49 2 133 151 1375 49 9
split_gain=2.25469e-05 0.000724519 0.000364706 0.000133271 2.25036e-05 9.39723e-05 3.65196e-05 9.49268e-05 3.99236e-05 2.93592e-05 4.2503e-05 4.02409e-05 0.000250866 0.000147049 8.95668e-05 0.000199833 7.09952e-05 6.21192e-05 4.65651e-05 3.69461e-05 7.50113e-05 4.34066e-05 5.61013e-05 4.92472e-05 8.35028e-05 0.000126264 0.000102779 8.34077e-05 4.65472e-05 4.52755e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.052649999999999995 -0.0048549999999999991 -0.069929999999999978 -0.085264999999999994 0.14547000000000002 -0.0091699999999999993 0.051590000000000004 -0.087424999999999989 -0.090569999999999998 -0.086394999999999986 0.083235000000000017 -0.082129999999999981 0.087470000000000006 -0.5413699999999998 0.088200000000000014 -0.10069499999999999 0.094580000000000011 -0.064634999999999984 0.12820000000000001 -0.087004999999999985 0.09678500000000001 0.086910000000000015 -0.0064299999999999991 0.099110000000000018 -0.15498999999999999 0.092890000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 7 -6 9 -8 11 12 16 -13 17 -16 -11 -15 -18 -19 21 -21 23 24 25 26 -23 29 -26 -25
right_child=2 -3 4 -5 6 -7 8 -9 -10 10 -12 13 -14 14 15 -17 18 19 -20 20 -22 22 -24 27 28 -27 -28 -29 -30 -31
leaf_value=-7.944737191199524e-07 -0.00040794393201146954 0.00058944370948557623 5.3840204282096243e-05 -0.00027304941664624494 0.00018191426077262602 -0.00020210804154535602 -0.00010643151497508651 -7.4837395610908672e-05 0.0001411278173327446 0.00017795894062311909 0.00010398193512511895 0.00024255688130506316 -0.00034487439916119911 0.00016482521757058314 7.8456761220877533e-05 -0.00036321662084360257 -0.00011371257701834875 0.00011830824380292772 8.2000404818245441e-05 0.00010240212626873784 -0.00016140479664468802 -3.7223793839549887e-05 -0.00016815035984109274 -1.4118751563511496e-07 -5.4468681866700507e-05 7.9920617281459272e-05 -0.00030934864073060451 0.00020195590744454727 0.00012629295690983004 0.00011141286675509135
leaf_weight=178 22 21 32 20 36 26 26 24 20 22 39 25 24 23 20 21 31 26 20 41 29 23 20 2180 29 22 35 21 28 37
leaf_count=178 22 21 32 20 36 26 26 24 20 22 39 25 24 23 20 21 31 26 20 41 29 23 20 2180 29 22 35 21 28 37
internal_value=0 3.09402e-05 -2.3349e-06 -2.8295e-05 7.63498e-07 -6.08952e-05 2.03076e-06 7.92136e-05 3.54085e-07 -6.72711e-07 3.39707e-07 -1.17021e-06 -6.44018e-05 1.2071e-06 -1.15444e-06 -0.000147766 2.78084e-05 1.2366e-06 -3.69624e-05 -2.73853e-07 -1.52462e-06 3.78718e-07 -1.36782e-06 3.66637e-08 -5.81641e-05 -0.000124064 -0.000201437 3.59945e-06 3.43265e-05 1.72056e-06
internal_weight=0 219 2902 198 2880 58 2822 60 2762 2742 2716 2677 97 2580 2555 41 73 2514 51 2491 2465 2436 2395 2375 137 80 58 2238 57 2217
internal_count=3121 219 2902 198 2880 58 2822 60 2762 2742 2716 2677 97 2580 2555 41 73 2514 51 2491 2465 2436 2395 2375 137 80 58 2238 57 2217
is_linear=0
shrinkage=0.1


Tree=2908
num_leaves=31
num_cat=0
split_feature=156 475 44 45 471 1419 154 157 0 1 11 33 1427 40 130 447 14 2 148 38 10 16 12 147 448 1186 1186 130 129 394
split_gain=2.45356e-05 4.45982e-05 3.01367e-05 4.02767e-05 2.92768e-05 4.79694e-05 3.39996e-05 4.01618e-05 3.22991e-05 0.000207538 2.973e-05 6.01345e-05 3.07289e-05 2.94828e-05 4.07939e-05 2.73705e-05 2.83754e-05 5.82485e-05 4.40265e-05 3.25778e-05 4.02856e-05 0.000473803 0.000224458 3.12024e-05 3.23506e-05 3.13902e-05 0.000166701 0.000126452 5.75269e-05 4.89393e-05
threshold=0.3248100000000001 0.13528000000000004 0.087770000000000015 1.0000000180025095e-35 0.10338500000000002 0.111085 1.0000000180025095e-35 0.42235000000000006 -0.24955499999999997 0.10781 -0.011194999999999998 -0.012019999999999998 0.096390000000000017 -0.24290999999999999 -0.22229499999999999 0.094580000000000011 0.085220000000000004 0.093175000000000022 0.090290000000000023 0.10208000000000002 -0.0093599999999999985 -0.056919999999999991 -1.0000000180025095e-35 0.092070000000000013 -0.083689999999999987 0.062435000000000011 1.0000000180025095e-35 -0.005069999999999999 -0.077709999999999987 -0.10421499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 -1 -10 -12 13 -13 -15 16 18 -18 19 20 21 22 -16 24 -22 26 28 -27 -26 -30
right_child=-2 -3 -4 -5 -6 -7 -8 -9 10 -11 11 12 -14 14 15 -17 17 -19 -20 -21 23 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.00030707620303257414 -0.00010290315587316518 0.00014599921520303249 8.4934280090326472e-05 -0.00014281871364801193 -0.00011537660119012633 0.00014752437405563383 0.00012610694691483375 -0.0001428122483775951 0.00010670490830671043 -0.00014303094823844731 -0.00016044691194565532 -0.00012159596282799613 -0.00012500495412496094 0.00013006545104872204 4.4053862279170287e-05 -0.00011196813238711911 -1.9169471062045415e-05 0.00019661349835421954 -0.00013346772844670339 -0.0001055589800044204 -0.00012910108722280711 0.00037830261603630791 -0.00035189055402456277 0.00011457996586851432 -0.00016277383613421328 1.1633411537459643e-05 0.0002880910740350373 -0.00028061776451068001 0.0001265926550210376 -1.9382784290898725e-06
leaf_weight=21 23 21 41 20 22 22 21 20 25 20 24 20 20 24 41 22 29 22 25 29 20 32 22 23 22 57 20 20 30 2363
leaf_count=21 23 21 41 20 22 22 21 20 25 20 24 20 20 24 41 22 29 22 25 29 20 32 22 23 22 57 20 20 30 2363
internal_value=0 7.63967e-07 -2.27239e-07 -1.37731e-06 -4.39372e-07 4.0519e-07 -6.83848e-07 -1.58612e-06 -6.22449e-07 8.75117e-05 -1.8728e-06 -2.82025e-06 -1.48866e-06 -6.12966e-07 2.5089e-07 -8.71022e-07 1.61416e-08 7.39134e-05 -1.37763e-06 -1.44987e-07 1.0086e-06 6.49505e-05 -9.42124e-05 -1.36889e-06 -2.42214e-06 -1.41355e-06 5.74302e-07 -6.4276e-05 -1.80679e-06 -3.26942e-07
internal_weight=0 3098 3077 3036 3016 2994 2972 2951 2931 41 2890 2865 2841 2821 2801 2777 2755 51 2704 2679 2650 95 63 2555 2532 2512 2435 77 2415 2393
internal_count=3121 3098 3077 3036 3016 2994 2972 2951 2931 41 2890 2865 2841 2821 2801 2777 2755 51 2704 2679 2650 95 63 2555 2532 2512 2435 77 2415 2393
is_linear=0
shrinkage=0.1


Tree=2909
num_leaves=31
num_cat=0
split_feature=97 34 34 2 33 132 1185 1203 41 42 1 12 1210 46 0 154 1429 12 474 157 1419 1429 1456 1446 0 474 0 11 11 0
split_gain=2.59971e-05 4.46887e-05 0.000129485 0.00015985 7.53263e-05 2.35334e-05 0.00013305 0.000130597 3.0196e-05 5.8826e-05 8.38985e-05 5.34551e-05 2.57995e-05 2.45886e-05 7.68949e-05 3.85766e-05 3.57248e-05 0.000107282 9.84822e-05 4.60314e-05 3.78799e-05 4.08107e-05 4.89175e-05 4.38645e-05 0.000136788 4.76142e-05 0.000104383 5.08452e-05 0.000132036 0.000117576
threshold=-0.086464999999999986 -0.057544999999999992 -0.082914999999999989 -0.045829999999999989 -1.0000000180025095e-35 -0.083449999999999983 -0.087384999999999977 0.089480000000000018 0.07677500000000001 0.090690000000000007 0.081670000000000006 0.085565000000000016 -0.42132499999999995 0.10253500000000002 -0.26609999999999995 0.085530000000000009 0.11475 0.092465000000000006 -0.25711499999999993 0.23903500000000003 0.098075000000000009 0.092020000000000005 0.12676500000000004 0.10324000000000001 -0.082619999999999985 0.098370000000000027 -0.074824999999999989 0.088065000000000018 0.080150000000000013 0.0059850000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 7 -7 -6 12 11 -11 -10 -8 14 -14 16 18 -18 -16 20 21 22 23 25 -25 27 -27 28 -20 -29
right_child=1 4 -4 -5 5 6 8 -9 9 10 -12 -13 13 -15 15 -17 17 -19 19 -21 -22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-0.00010367647822325428 -0.00014906028141426346 -0.00019461493720882573 0.00029487008823707588 0.00016987989775164655 -6.8541184636884217e-06 0.00024751938048707829 0.00010879296016701986 -0.00027511051230248994 0.0002115918680154268 -0.00018052279885436985 6.6309653793723551e-05 1.9129429064277149e-05 0.00018463992164470256 -9.9254234765584653e-05 -0.00021636056454471227 0.00013522610621294006 -6.9470604900007373e-05 0.00025414596078917386 -3.4522824333128661e-06 0.0001285103873390024 -0.00013026606884523063 0.00011390284118282706 -0.00014186065370897549 0.00029041929397862989 -5.1993543222904147e-05 4.0737702687637827e-05 -0.0002054868179685501 -3.2836297588587245e-05 -0.00025540297506701054 0.00025284166875644591
leaf_weight=24 33 20 20 30 196 22 21 20 31 21 40 27 22 26 22 20 21 20 2183 26 24 29 26 20 28 33 36 34 21 25
leaf_count=24 33 20 20 30 196 22 21 20 31 21 40 27 22 26 22 20 21 20 2183 26 24 29 26 20 28 33 36 34 21 25
internal_value=0 8.03424e-07 7.31905e-05 2.81599e-06 -1.18998e-06 1.02102e-07 2.57427e-06 -3.16927e-05 6.18971e-07 4.98929e-05 -1.86655e-05 0.000121997 -1.60461e-06 -2.49083e-06 -1.51946e-06 -3.11429e-06 -4.20016e-06 8.83911e-05 -5.71442e-06 -3.84954e-06 -5.24904e-06 -4.01684e-06 -5.43815e-06 -3.94782e-06 9.06785e-05 -5.89553e-06 -8.77273e-05 -3.40044e-06 -5.8529e-06 8.82137e-05
internal_weight=0 3097 83 63 3014 2994 2778 216 2756 119 61 58 2637 2616 2590 2568 2548 41 2507 2485 2459 2435 2406 2380 48 2332 69 2263 2204 59
internal_count=3121 3097 83 63 3014 2994 2778 216 2756 119 61 58 2637 2616 2590 2568 2548 41 2507 2485 2459 2435 2406 2380 48 2332 69 2263 2204 59
is_linear=0
shrinkage=0.1


Tree=2910
num_leaves=31
num_cat=0
split_feature=33 9 2 9 43 2 0 9 132 50 1185 1203 120 1 46 45 150 15 150 149 0 151 2 14 16 0 1 2 1 151
split_gain=2.5269e-05 3.49177e-05 0.000128417 2.78692e-05 0.000165955 9.43517e-05 0.000161503 5.40923e-05 2.40207e-05 0.000654423 0.0003392 0.000111951 2.45939e-05 4.89282e-05 2.53807e-05 5.19003e-05 2.31595e-05 0.000112775 4.06564e-05 4.38957e-05 3.3485e-05 8.90635e-05 9.56192e-05 0.000226333 0.00010097 7.62459e-05 7.52821e-05 7.41502e-05 6.43198e-05 9.1816e-05
threshold=-0.018454999999999996 0.088235000000000022 -0.14451499999999998 -0.036024999999999995 -0.074974999999999986 -1.0000000180025095e-35 -0.066089999999999996 -0.08619499999999998 -0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.091385000000000008 0.15964000000000003 0.10562000000000001 0.083445000000000005 0.12820000000000001 -0.026084999999999994 0.12244500000000001 0.097720000000000015 -0.14226499999999997 -0.0096649999999999982 0.092480000000000021 0.062655000000000016 -0.092484999999999984 -0.14051499999999997 0.078340000000000007 0.099515000000000006 0.10672000000000002 -0.088279999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 6 -5 -2 9 11 -10 -7 13 14 15 16 18 -18 19 20 21 28 23 24 -23 -22 -25 -24 29 -12
right_child=1 2 -4 5 -6 8 -8 -9 10 -11 12 -13 -14 -15 -16 -17 17 -19 -20 -21 25 22 27 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00010013301207800396 0.00011524004591840574 2.3775612424453193e-05 -0.00027678526031585144 0.00034669410787977373 -0.00029201016762437412 2.1462783458576139e-06 -5.0367180811008446e-05 -7.1960782425494155e-05 -0.00039338105813261465 0.00057717418623724369 7.4465554356466726e-06 -0.00024759946521953682 -0.00010440064751574856 0.00015380262754791018 0.00011277473822701722 -0.0001568817326707566 0.00022119620965289265 -9.2254450348925525e-05 -0.00014232460875064135 -0.00014674145611934364 -0.00017951024541010459 0.00016201495945551871 -0.00016597425157669933 0.00015246801297377847 0.00047596663567847349 -2.9245483281927166e-07 -9.4397609185155795e-05 5.0139189417157993e-05 8.2071470786749775e-05 -0.00021430911653596646
leaf_weight=25 33 44 21 21 22 175 20 29 22 20 43 20 22 21 20 21 24 22 20 20 24 20 20 21 21 2179 30 77 31 33
leaf_count=25 33 44 21 21 22 175 20 29 22 20 43 20 22 21 20 21 24 22 20 20 24 20 20 21 21 2179 30 77 31 33
internal_value=0 -8.0857e-07 -7.33287e-05 7.46628e-07 -5.60496e-05 2.36552e-06 0.000153006 2.76784e-05 2.4018e-07 3.24051e-05 -2.32967e-06 -2.34687e-05 8.93687e-07 1.76882e-06 5.53013e-07 -3.08244e-07 9.63726e-07 7.1285e-05 -3.10311e-07 8.17234e-07 1.99818e-06 3.35775e-05 7.48504e-05 0.000147886 0.000322819 -2.2449e-06 7.25294e-06 5.57972e-06 -3.93251e-05 -8.88421e-05
internal_weight=0 3096 65 3031 84 2947 41 62 2906 215 2691 195 2669 2647 2626 2606 2585 46 2539 2519 2499 296 189 92 41 2203 51 97 107 76
internal_count=3121 3096 65 3031 84 2947 41 62 2906 215 2691 195 2669 2647 2626 2606 2585 46 2539 2519 2499 296 189 92 41 2203 51 97 107 76
is_linear=0
shrinkage=0.1


Tree=2911
num_leaves=31
num_cat=0
split_feature=1429 156 2 10 0 2 11 155 4 475 11 48 12 12 43 1 3 43 1210 0 52 13 1211 13 132 1211 399 3 393 130
split_gain=2.33593e-05 6.05925e-05 2.32736e-05 5.68712e-05 0.000133516 6.16668e-05 3.41681e-05 9.35042e-05 8.40463e-05 3.26035e-05 3.89691e-05 4.44501e-05 5.99252e-05 0.000163871 3.48525e-05 0.000116984 0.000420993 0.000110493 0.000105068 9.22028e-05 9.02711e-05 8.94779e-05 8.00194e-05 7.49421e-05 7.39068e-05 0.000945397 0.000635068 0.000115387 0.000102951 5.96624e-05
threshold=-0.23752499999999996 0.32523500000000005 -0.24103999999999998 0.053330000000000009 -0.079829999999999998 -0.090999999999999984 0.092630000000000018 0.13949000000000003 -0.42529999999999996 0.10142500000000002 0.076920000000000002 0.092475000000000016 0.089300000000000004 0.085785000000000014 0.060960000000000007 0.089625000000000024 -0.078084999999999988 0.055925000000000009 0.15724500000000002 -0.073309999999999986 0.10347000000000002 0.056795000000000005 0.11716500000000001 -0.039649999999999998 -0.083284999999999984 0.10678000000000001 0.09141500000000001 -0.084964999999999985 0.12069000000000002 0.09364500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 7 9 -8 10 14 12 13 -12 17 20 -17 18 22 -18 21 29 24 -22 26 28 27 -7 -26 -16
right_child=1 -3 3 4 -6 6 8 -9 -10 -11 11 -13 -14 -15 15 16 19 -19 -20 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00010267925840087795 0.00010208766735476357 0.00017422456934582445 0.00013278587358269892 -0.00028702448040823347 1.6760423181366582e-05 4.1587224956357761e-05 -0.00022069198566896376 0.00021108345754328184 1.8340992090471495e-05 -0.0001248423861051422 0.00019235748853269023 -6.0449348751242962e-05 0.00021147297059009173 -0.00018010251452713939 5.0138704146344314e-05 -0.00053428247367264708 7.4400676867273066e-05 0.00019627582996377142 -0.00018928396818629499 -0.00016034253931138665 -2.1746193938030814e-05 0.00020458547668466862 0.00019655853573654201 -0.00025713585200719534 7.8228072888598681e-07 -0.00067124989713885871 0.00059005817223805939 -0.00020609549365299581 0.00022326090176994471 -7.5907097873693745e-05
leaf_weight=22 22 20 35 23 39 62 24 21 38 21 27 23 29 21 114 20 44 29 29 27 38 27 21 21 2179 21 20 27 21 56
leaf_count=22 22 20 35 23 39 62 24 21 38 21 27 23 29 21 114 20 44 29 29 27 38 27 21 21 2179 21 20 27 21 56
internal_value=0 7.28934e-07 -3.98027e-07 -1.13558e-06 -9.5934e-05 8.26862e-07 -7.33464e-07 8.38025e-07 -7.41879e-05 -6.96613e-07 2.16223e-07 6.15388e-05 9.79768e-05 2.94062e-05 -2.00883e-06 -3.16388e-05 -0.000129025 2.25916e-06 -1.04913e-07 -1.48679e-05 2.97896e-06 3.54763e-05 2.22864e-06 -0.000105529 4.77173e-07 -3.46834e-06 8.08715e-05 -3.35525e-05 2.90594e-06 8.61773e-06
internal_weight=0 3099 3079 3057 62 2995 2960 2898 62 2877 2856 100 77 48 2756 347 91 2409 2380 71 256 197 2351 59 2330 2221 109 89 2200 170
internal_count=3121 3099 3079 3057 62 2995 2960 2898 62 2877 2856 100 77 48 2756 347 91 2409 2380 71 256 197 2351 59 2330 2221 109 89 2200 170
is_linear=0
shrinkage=0.1


Tree=2912
num_leaves=31
num_cat=0
split_feature=132 1185 394 50 133 13 133 156 1429 10 1 1 0 33 16 12 13 15 45 142 2 2 158 484 48 43 151 2 1 1
split_gain=2.61469e-05 0.000160374 5.18622e-05 4.84184e-05 2.66119e-05 4.02551e-05 3.86624e-05 2.62844e-05 4.56928e-05 2.46319e-05 0.000171852 9.05484e-05 6.25704e-05 5.51799e-05 2.58018e-05 2.45755e-05 2.9099e-05 2.3727e-05 2.82748e-05 3.93185e-05 3.87277e-05 2.58513e-05 9.27709e-05 0.000103945 7.36252e-05 7.26021e-05 7.47857e-05 0.000130683 7.42717e-05 8.27852e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.013605000000000001 0.09227500000000001 -0.45516499999999999 0.054800000000000008 -0.14717499999999997 0.3248100000000001 -0.23166999999999996 -0.010699999999999999 0.093400000000000025 0.10956 -0.040504999999999992 -1.0000000180025095e-35 -0.45661999999999997 0.087145000000000014 -0.0090849999999999976 0.23208000000000004 0.094030000000000016 -1.0000000180025095e-35 0.15609500000000001 0.11411 0.107145 0.090150000000000022 0.12474000000000002 -0.050459999999999998 -0.081519999999999981 0.11704500000000001 0.13408500000000004 0.11690500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 8 -3 10 -10 -12 14 -11 -13 -8 -17 18 19 -15 21 24 23 25 -21 -23 -27 -28 29 -29
right_child=1 7 -4 -5 5 -7 15 -9 9 13 11 12 -14 17 -16 16 -18 -19 -20 20 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=8.5875088347341772e-05 0.00027787910630216913 0.00014494132463534532 -0.00018260891097486906 -0.00014204777105112078 0.00012118932505836711 -0.00011717660893355647 -9.1343659498248136e-05 -0.00010595003563060384 -0.00029687350814294245 0.0001472584345230224 0.00019626456459740269 -2.9457315442111091e-05 -0.00014862590751069929 0.00013740057857787526 0.00011312132807109845 -3.4094812912775928e-05 0.00011634642505669035 9.7837765264557688e-05 -9.2027554064495217e-05 8.2008077622052178e-07 0.00011915881542437193 4.0603170462151343e-05 0.00016600365691018574 -0.00021580094270898226 0.00018894221533888154 9.4098964706063276e-05 -0.00029577952697694014 -8.1870156275478873e-05 -0.00021123546837109394 0.00011662527407251595
leaf_weight=31 21 22 21 27 25 31 31 23 22 26 21 30 31 21 22 36 20 25 33 2229 27 109 23 31 21 25 26 55 22 34
leaf_count=31 21 22 21 27 25 31 31 23 22 26 21 30 31 21 22 36 20 25 33 2229 27 109 23 31 21 25 26 55 22 34
internal_value=0 2.53288e-06 -3.30758e-05 -1.74529e-05 1.88073e-06 -1.63278e-05 1.15857e-05 5.23757e-07 1.38151e-06 2.66683e-07 -4.29533e-05 1.07606e-05 -3.61741e-05 2.2784e-06 3.08644e-05 -1.99096e-05 1.96342e-05 8.72402e-07 -4.02994e-08 1.11699e-06 1.70876e-08 -1.23217e-06 -2.75956e-05 -4.23399e-05 2.57589e-06 -2.24975e-05 -6.49542e-05 -9.39784e-05 -4.67097e-05 -6.04044e-06
internal_weight=0 2899 222 201 174 143 112 2878 2855 2833 126 104 83 2707 52 87 56 2681 2656 2623 2602 2575 325 302 2250 271 162 137 111 89
internal_count=3121 2899 222 201 174 143 112 2878 2855 2833 126 104 83 2707 52 87 56 2681 2656 2623 2602 2575 325 302 2250 271 162 137 111 89
is_linear=0
shrinkage=0.1


Tree=2913
num_leaves=31
num_cat=0
split_feature=1429 156 1429 1429 3 2 52 155 157 475 157 484 475 156 156 475 51 484 133 49 49 16 16 52 43 3 472 1429 0 43
split_gain=2.38016e-05 5.59128e-05 2.47803e-05 7.26068e-05 6.6727e-05 4.23449e-05 4.12683e-05 4.93896e-05 3.72569e-05 3.29439e-05 0.000263302 0.000234247 8.8061e-05 8.04769e-05 4.12153e-05 3.92787e-05 4.0287e-05 0.000105252 9.67413e-05 8.42142e-05 0.000113733 7.10919e-05 8.3965e-05 0.000219394 8.0934e-05 0.000133865 6.38944e-05 8.01e-05 5.69662e-05 5.59263e-05
threshold=-0.23752499999999996 0.32523500000000005 -0.07700499999999999 -1.0000000180025095e-35 -0.076969999999999997 0.086000000000000007 -0.56368999999999991 0.12169000000000001 -0.049319999999999996 -0.085719999999999977 -0.086394999999999986 0.085740000000000011 -0.085024999999999989 0.087610000000000007 -0.092624999999999985 0.05680000000000001 -0.085164999999999977 0.085790000000000019 0.089405000000000012 0.005085000000000001 0.11308500000000002 0.38525000000000004 0.15891500000000003 0.091275000000000009 -0.095049999999999982 -0.082484999999999989 -0.065034999999999996 0.11023000000000001 -0.080434999999999993 -0.078139999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 -5 9 -7 10 -8 13 -11 -12 -14 16 17 18 19 29 -21 22 26 24 28 -26 -18 -28 -24 -16
right_child=1 -3 3 6 -6 8 7 -9 -10 12 11 -13 14 -15 15 -17 21 -19 -20 20 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00010364675340083937 5.0589215126819915e-05 0.00016739710757974536 0.00025155431384601718 0.00010556331300095837 1.0445683426496545e-05 -8.9372067536301493e-06 0.00034632811590806041 -0.00013201485402031065 -0.00018026704317890109 -0.00020704308837940475 -1.8605324325146789e-05 -0.00032835563670232661 -0.00014451786337303931 0.00020346108509693294 -0.00014753363899334574 0.00012188537761036199 0.00015776021659635094 -0.00022681052182128448 -0.00014189726771292045 0.00024696492145003212 -2.8545702740490831e-05 0.00018113160053458575 -2.8197639965748585e-05 -0.00035843783027856896 -0.00030308151886856651 1.9590250788799799e-05 4.7755262393229595e-06 -0.00019622605519998616 0.00019937089488270099 1.3115998899593252e-05
leaf_weight=22 25 20 22 36 24 22 24 29 30 21 47 20 20 25 31 26 27 27 48 31 29 22 22 23 20 36 2278 20 22 72
leaf_count=22 25 20 22 36 24 22 24 29 30 21 47 20 20 25 31 26 27 27 48 31 29 22 22 23 20 36 2278 20 22 72
internal_value=0 7.35796e-07 -3.46772e-07 1.09e-06 0.000125759 -5.63623e-05 -8.50035e-07 -2.16198e-06 -0.000107781 -8.59409e-07 5.13521e-05 -2.55982e-05 -3.04194e-06 5.85011e-05 -1.48638e-06 -4.40061e-07 -1.61453e-06 -4.09078e-05 -1.71193e-05 1.96251e-05 0.000113801 2.17162e-06 5.63323e-07 -7.99564e-05 -1.59057e-05 -9.56497e-05 4.82308e-06 3.02617e-06 8.55866e-05 -3.52349e-05
internal_weight=0 3099 3079 3002 46 77 2956 2920 52 2891 116 92 2775 72 2754 2734 2708 238 211 163 60 2470 2448 123 100 56 2325 2298 44 103
internal_count=3121 3099 3079 3002 46 77 2956 2920 52 2891 116 92 2775 72 2754 2734 2708 238 211 163 60 2470 2448 123 100 56 2325 2298 44 103
is_linear=0
shrinkage=0.1


Tree=2914
num_leaves=31
num_cat=0
split_feature=156 1429 157 1429 133 159 1372 2 15 157 157 457 457 133 48 157 1366 157 157 0 3 0 0 15 39 11 1 1 16 2
split_gain=2.73466e-05 3.91004e-05 2.48855e-05 0.000178593 0.000139356 0.000174408 0.000132199 0.000106048 8.58789e-05 3.4001e-05 3.19874e-05 4.45811e-05 4.48212e-05 8.42598e-05 7.10513e-05 4.05802e-05 3.40944e-05 3.86581e-05 7.94365e-05 3.55426e-05 0.000149374 0.000215787 0.000114764 0.000263434 0.000110934 0.000177291 0.000106634 0.000122325 8.12152e-05 7.80841e-05
threshold=0.3248100000000001 -0.23166999999999996 -0.087424999999999989 0.083960000000000021 0.085355000000000014 0.087060000000000012 -0.087494999999999976 0.10402500000000002 -0.083359999999999976 -0.23976499999999998 -0.085474999999999982 -0.14786499999999997 -0.086244999999999988 0.087625000000000022 0.091635000000000008 -0.083039999999999989 -0.078609999999999985 -0.081749999999999975 -0.080544999999999992 -0.14794999999999997 0.092670000000000016 -0.22491999999999998 -0.14116499999999996 -0.093244999999999981 0.085425000000000015 0.074925000000000005 0.10612500000000001 0.11212500000000002 -0.095564999999999983 0.13093500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -4 8 -3 -10 -8 -12 13 14 -13 -14 -17 -18 -19 20 21 -20 23 -21 25 -23 28 -28 -22 -29
right_child=-2 2 6 -5 -6 -7 10 -9 9 -11 11 12 15 -15 -16 16 17 18 19 22 26 24 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.00012795070600380616 -0.00010863801327776974 0.00024282694049318146 0.00024076560891800279 -0.0003180865014473966 0.00016829949191879997 -0.00031527246631282783 -8.9883836745941205e-05 -0.00015600230996954323 -9.9098676437279229e-05 8.529501967132093e-05 0.00010888706768271637 -0.00025915119806865864 0.00013721674172715708 6.1956171079405729e-05 -1.2369642936391758e-05 0.00011062774345711141 -0.00010180279653689689 0.00019035363961434501 0.00040717676958593077 3.3284726911612482e-05 -0.00031775486505856472 0.00031186081157232238 -1.0067196409356643e-06 -0.00043525334869627842 -0.00014503422622194354 1.4726319932378829e-05 0.0002174682224656201 -0.0002172586640244845 -3.6185214703436941e-05 5.0280319828743818e-05
leaf_weight=24 23 21 23 20 37 21 39 28 20 20 38 28 22 28 20 28 37 22 20 30 21 28 2323 20 23 71 22 20 20 24
leaf_count=24 23 21 23 20 37 21 39 28 20 20 38 28 22 28 20 28 37 22 20 30 21 28 2323 20 23 71 22 20 20 24
internal_value=0 8.06544e-07 -1.86123e-07 -3.77254e-05 4.18962e-07 -5.60499e-05 1.97042e-06 5.11492e-06 7.90704e-05 -6.90183e-06 6.60162e-08 1.29907e-06 -1.57409e-07 -7.5906e-05 -0.000156326 1.95057e-06 8.52062e-07 -2.9442e-07 1.12608e-06 -4.61639e-07 3.54808e-05 0.000102714 -4.2331e-06 -0.000154131 5.28023e-05 9.87644e-05 -5.37449e-05 2.49372e-05 -0.000180404 -7.13283e-05
internal_weight=0 3098 3074 167 147 110 2907 89 61 40 2884 2845 2807 76 48 2731 2709 2681 2644 2622 249 142 2373 50 122 99 107 66 41 44
internal_count=3121 3098 3074 167 147 110 2907 89 61 40 2884 2845 2807 76 48 2731 2709 2681 2644 2622 249 142 2373 50 122 99 107 66 41 44
is_linear=0
shrinkage=0.1


Tree=2915
num_leaves=31
num_cat=0
split_feature=1429 155 16 51 155 155 52 15 133 133 474 4 160 2 16 52 130 40 15 47 47 47 403 49 47 0 1 1 132 132
split_gain=2.4428e-05 5.52873e-05 3.31423e-05 0.000130466 9.10014e-05 4.01406e-05 2.79158e-05 6.66577e-05 8.4792e-05 0.000168313 8.28903e-05 0.000113823 7.41263e-05 4.52319e-05 6.81836e-05 4.33785e-05 3.5043e-05 4.65167e-05 2.93602e-05 2.9094e-05 0.000332228 0.000119445 5.57774e-05 9.095e-05 0.000133446 5.53071e-05 5.50049e-05 0.000154731 4.78246e-05 8.94263e-05
threshold=-0.23752499999999996 0.14547000000000002 0.62682500000000008 -0.21316999999999997 0.11854500000000001 0.10683000000000002 -0.21968999999999997 -0.072289999999999979 0.10209000000000001 0.087985000000000022 0.098370000000000027 -0.018869999999999994 0.088405000000000011 0.085785000000000014 0.27776000000000006 -0.160465 -0.22562499999999999 -0.15892999999999999 -0.093959999999999988 0.092165000000000011 0.09550500000000002 0.088915000000000008 -0.067394999999999983 -0.0087049999999999992 0.10094500000000002 -0.24955499999999997 0.10727500000000002 0.089770000000000016 -0.44750499999999993 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 10 9 12 11 18 13 -9 -15 -8 -17 -18 -2 21 -21 25 -22 -24 -25 -19 27 -26 -27 -30
right_child=1 -3 3 -5 -6 -7 15 8 -10 -11 -12 -13 -14 14 -16 16 17 19 -20 20 22 -23 23 24 26 28 -28 -29 29 -31
leaf_value=-0.0001050017449994233 -4.0143848455045376e-05 0.00013362203306373446 5.5078906423563916e-05 -0.00022136116128803544 0.00019097169936867431 -0.00010412544439974671 -0.0001455477513012565 5.943924506458356e-05 0.00015845148370351159 -0.00030403420707443731 -6.80228894700783e-05 0.00030573279655072839 0.00017050129384227583 -0.00018264323687162688 1.9318191875104926e-05 -0.00011909039301644953 0.00015179108665961394 0.00014212833419959578 0.00013120447372784837 -0.00041437854912752912 -0.00014777316192402911 0.00021537845598056896 -0.00012926713239317503 0.00024137192426835477 9.9740263171302747e-05 -0.00013172541896762726 5.4260412335248769e-05 -0.00022712118438600253 7.5467311012600901e-05 -5.4505982080027268e-06
leaf_weight=22 20 31 38 31 25 37 21 38 27 20 22 29 23 32 35 25 20 27 20 21 23 26 36 29 28 28 95 30 146 2116
leaf_count=22 20 31 38 31 25 37 21 38 27 20 22 29 23 32 35 25 20 27 20 21 23 26 36 29 28 28 95 30 146 2116
internal_value=0 7.45421e-07 -5.97205e-07 -6.91188e-05 9.79317e-07 -6.17794e-07 6.86184e-07 3.15799e-05 -4.5184e-06 -3.42494e-05 0.000101 0.000154891 7.90449e-06 -2.7712e-05 -7.7141e-05 -2.39046e-06 -1.25601e-06 -1.33774e-07 4.55303e-05 -1.30018e-06 -3.29036e-05 2.23378e-06 3.37001e-07 1.59633e-05 4.46902e-05 -1.58e-07 7.41066e-06 -6.9326e-05 -1.83561e-06 -2.2778e-07
internal_weight=0 3099 3068 69 2999 2974 2937 266 175 148 91 69 128 105 67 2671 2650 2625 40 2605 262 2343 241 218 182 2317 153 58 2290 2262
internal_count=3121 3099 3068 69 2999 2974 2937 266 175 148 91 69 128 105 67 2671 2650 2625 40 2605 262 2343 241 218 182 2317 153 58 2290 2262
is_linear=0
shrinkage=0.1


Tree=2916
num_leaves=31
num_cat=0
split_feature=156 52 2 1 156 132 399 1203 393 475 49 474 154 1419 157 160 4 157 2 1371 42 1375 1375 16 49 0 13 51 124 124
split_gain=2.50133e-05 4.67839e-05 8.56006e-05 9.12328e-05 4.03719e-05 2.49156e-05 0.000135153 8.0881e-05 3.91745e-05 2.45599e-05 6.92814e-05 8.18783e-05 2.63306e-05 3.53334e-05 5.12497e-05 0.000235415 0.000259924 0.00013663 9.37544e-05 8.41588e-05 0.000192461 4.53063e-05 7.48754e-05 0.000189997 4.0546e-05 0.000113606 6.98222e-05 9.8482e-05 8.57298e-05 0.000105137
threshold=0.3248100000000001 -0.55692499999999978 0.10527500000000002 0.099195000000000019 0.12592000000000003 -0.083449999999999983 0.091580000000000009 0.089480000000000018 0.10992000000000002 0.051590000000000004 0.10269000000000002 0.082665000000000002 0.084190000000000001 0.089680000000000024 -0.087424999999999989 -0.089549999999999991 -0.0096849999999999974 -0.086394999999999986 0.087470000000000006 0.083235000000000017 0.084145000000000011 -0.064299999999999982 -0.16449999999999998 -0.071854999999999988 -0.008624999999999999 -0.24955499999999997 -0.091559999999999989 0.092545000000000016 -0.087424999999999989 -0.084644999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 8 -3 9 12 11 -11 13 14 15 18 -17 -16 -7 21 -21 22 23 -19 26 -26 -23 28 -28 -30
right_child=-2 4 -4 -5 -6 6 -8 -9 -10 10 -12 -13 -14 -15 17 16 -18 19 -20 20 -22 24 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00010882772300343884 -0.00010390002913165677 -1.3228134807553834e-05 0.00020980553861591036 -0.00016293521170848094 -0.00011477363577503111 0.00023237158754415324 0.00019232917449600693 -0.00022433734065998581 -0.00013952419365523383 0.00028462834889069198 -7.9377715751020745e-05 -1.515471885795705e-06 -0.00010704060550779105 0.00010324568720534445 0.00023441648553125562 -3.0670811020172552e-05 -0.00050267907649782729 0.00019802263228815386 -5.9874480038637384e-05 -0.00035405733395323514 7.9392670886591088e-05 4.8923103725867934e-05 0.00020414779089684279 -0.00022784161180425144 0.00023140376976119693 2.8761109598372132e-06 -0.00022885625663288274 -0.00023399286474159455 0.00017623308909242043 -3.9130578465748257e-05
leaf_weight=30 23 196 30 21 31 23 37 20 20 20 22 20 23 33 25 28 20 22 21 21 20 89 29 20 22 1939 21 27 25 243
leaf_count=30 23 196 30 21 31 23 37 20 20 20 22 20 23 33 25 28 20 22 21 21 20 89 29 20 22 1939 21 27 25 243
internal_value=0 7.71365e-07 7.57699e-05 -3.07466e-06 -1.24218e-06 -6.35253e-08 2.48728e-06 -3.27753e-05 -8.28411e-08 9.45108e-07 6.31604e-05 0.000141556 -5.09947e-07 4.22399e-07 -8.8518e-07 -7.41868e-05 -0.000227341 1.80908e-06 9.28905e-05 -5.3764e-07 -0.000142618 1.85272e-06 8.05627e-05 -4.76986e-06 -5.09245e-07 5.43991e-06 -2.93149e-05 -5.13503e-05 -3.42868e-05 -1.90407e-05
internal_weight=0 3098 81 51 3017 2986 2770 216 2733 2713 62 40 2651 2628 2595 92 48 2503 44 2478 41 2437 71 42 2366 1961 405 316 289 268
internal_count=3121 3098 81 51 3017 2986 2770 216 2733 2713 62 40 2651 2628 2595 92 48 2503 44 2478 41 2437 71 42 2366 1961 405 316 289 268
is_linear=0
shrinkage=0.1


Tree=2917
num_leaves=31
num_cat=0
split_feature=33 132 394 1203 9 3 1208 1208 1210 41 42 1 13 15 42 42 0 13 481 12 403 4 2 403 15 15 403 15 52 2
split_gain=2.17214e-05 2.13681e-05 0.000110502 6.55136e-05 2.33782e-05 6.62868e-05 2.39855e-05 5.55533e-05 3.11306e-05 2.96114e-05 4.49149e-05 5.7826e-05 5.072e-05 2.78045e-05 8.56087e-05 0.000297328 0.000241095 0.000200856 0.000189441 0.000136252 0.000122688 0.000235474 0.000224304 7.8909e-05 0.000113495 7.39118e-05 5.44943e-05 8.31101e-05 7.2894e-05 0.000167806
threshold=-0.009184999999999997 -0.083449999999999983 0.12358500000000001 0.089480000000000018 0.088235000000000022 -0.011549999999999998 0.11846000000000001 0.106285 -0.41266499999999995 0.07677500000000001 0.090690000000000007 0.085475000000000009 -0.088464999999999988 0.09116500000000001 0.089810000000000015 0.086950000000000013 -0.082284999999999983 -0.083894999999999983 -0.0050099999999999988 0.09364500000000002 1.0000000180025095e-35 -0.072334999999999997 0.096540000000000015 -0.079704999999999984 0.093575000000000019 0.090455000000000021 0.05728500000000001 0.088990000000000014 0.085540000000000019 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 6 -6 7 8 -3 13 12 -12 -11 25 15 23 17 -16 -18 -20 21 -21 -23 -15 -25 26 -10 28 -28 -30
right_child=1 2 -4 -5 5 -7 -8 -9 9 10 11 -13 -14 14 16 -17 18 -19 19 20 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-8.3290559808618485e-05 -1.190532347561889e-05 0.00011907047922828827 0.00022637227742631117 -0.00020190361032291549 -2.103647863502071e-05 0.00019629587359699859 9.961657597159502e-05 -0.00014627090646312214 -1.0622104442475577e-05 2.4024080560212173e-05 -0.00015078752541285213 5.9284711977326024e-05 0.00021149801409423905 -0.0001429943570487753 -7.2253313688138e-06 0.000338261580284726 0.00029866916352741264 -0.00042554120300337673 -0.00018615004377994305 0.00029395724335257471 -0.00012647728286966037 0.00015289665504550451 -0.00022225668087950606 0.00025793859288872535 5.1251390275707389e-06 -0.00017161192674258795 -2.0243539893935967e-05 0.00023579966684337704 0.0003131435873365263 -8.7291689288062823e-06
leaf_weight=31 196 22 22 20 36 23 24 26 1915 31 20 38 27 27 22 34 23 24 34 37 34 34 30 21 115 27 137 20 25 46
leaf_count=31 196 22 22 20 36 23 24 26 1915 31 20 38 27 27 22 34 23 24 34 37 34 34 30 21 115 27 137 20 25 46
internal_value=0 8.35606e-07 3.11536e-06 -2.94978e-05 1.39318e-06 6.36863e-05 7.72851e-08 -7.85461e-07 5.93548e-07 -3.64369e-07 4.90712e-05 -1.3154e-05 0.000111296 -2.56572e-06 2.05091e-05 6.92698e-05 -1.98516e-05 -0.000225477 2.94128e-05 -7.23151e-06 3.78295e-05 9.31406e-05 -2.29565e-05 1.31611e-05 4.41625e-05 -7.19133e-06 -5.11976e-06 4.10951e-05 2.23735e-05 0.000104606
internal_weight=0 3090 2874 216 2852 59 2793 2769 2743 2721 116 58 58 2605 435 197 238 46 192 169 135 101 64 163 136 2170 2143 228 208 71
internal_count=3121 3090 2874 216 2852 59 2793 2769 2743 2721 116 58 58 2605 435 197 238 46 192 169 135 101 64 163 136 2170 2143 228 208 71
is_linear=0
shrinkage=0.1


Tree=2918
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 131 132 13 4 42 15 1429 156 130 40 130 1186 391 10 0 0 51 30 33 130 2 1185 11 52 52 2
split_gain=2.39253e-05 0.000781226 0.000356366 0.000127407 2.23134e-05 3.47645e-05 7.78749e-05 6.46856e-05 3.42137e-05 5.87718e-05 2.22795e-05 5.50643e-05 2.13759e-05 3.60116e-05 5.21119e-05 2.33682e-05 2.62111e-05 2.23662e-05 0.000137366 0.000133928 5.83944e-05 5.38071e-05 5.08712e-05 2.67497e-05 0.000105879 3.17676e-05 2.70239e-05 7.15206e-05 5.05044e-05 6.47588e-05
threshold=-0.083284999999999984 0.089480000000000018 0.11233000000000001 0.10022000000000002 0.096845000000000014 -0.41127499999999995 0.056795000000000005 0.071150000000000005 -0.015274999999999999 0.084655000000000022 -0.23752499999999996 0.32523500000000005 -0.23123999999999997 -0.24290999999999999 -0.093639999999999987 -0.089559999999999987 -0.086514999999999981 -0.010699999999999999 -0.10224499999999999 -0.087414999999999979 0.087505000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0094199999999999978 0.084655000000000022 0.082795000000000021 0.095720000000000013 -0.090859999999999982 -0.55692499999999978 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 5 6 -1 8 9 -7 -2 12 -12 -14 -15 -16 -17 18 -18 -20 21 -21 -19 24 -24 26 28 -28 29 -25
right_child=2 -3 -4 -5 -6 7 -8 -9 -10 -11 11 -13 13 14 15 16 17 22 19 20 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-4.2028063696555115e-05 -0.00010452026028360707 0.00061182025993253948 -0.00040334983396777798 -0.00026894716080278158 -0.00010226346003037179 0.00017975721633634891 0.00023061658488586546 -0.00015395495566836973 -6.205527770948868e-05 -2.2655005318483747e-05 0.00010324648814275862 0.00016673994919983671 -0.00013421103559267068 0.00011834359863093375 -9.7368504619225874e-05 0.00010605645422955326 -0.00025691125738376287 0.00013990443453971798 0.0002404100468629622 -0.00021573997277300806 8.8645526134314436e-05 -1.3090012792169795e-06 -0.00021532029578728336 -1.3547924976996406e-05 2.0814029180732857e-05 9.4483189160301772e-05 -0.00021598391973384423 4.8246499153763236e-05 -1.3458401134711392e-06 0.00017361603554730352
leaf_weight=22 20 21 22 20 20 26 20 27 31 32 20 20 20 37 25 23 24 26 20 25 20 22 28 36 59 36 20 21 2340 38
leaf_count=22 20 21 22 20 20 26 20 27 31 32 20 20 20 37 25 23 24 26 20 25 20 22 28 36 59 36 20 21 2340 38
internal_value=0 3.1872e-05 -2.40523e-06 -2.96377e-05 -2.74902e-06 9.84775e-06 8.78027e-05 -1.83773e-05 2.2753e-05 6.80815e-05 6.57546e-07 1.39305e-06 2.2864e-07 -5.01983e-07 4.53082e-07 -1.12562e-06 -2.46849e-07 -1.14739e-06 -4.51086e-05 1.33197e-05 -5.44685e-05 -0.000115368 7.26531e-07 -6.77125e-07 -5.51832e-05 1.22654e-06 -1.40971e-07 -8.06464e-05 1.22635e-06 8.25633e-05
internal_weight=0 219 2902 198 178 158 42 116 89 58 2880 2860 2840 2820 2800 2763 2738 2715 111 87 67 47 2604 2578 87 2491 2455 41 2414 74
internal_count=3121 219 2902 198 178 158 42 116 89 58 2880 2860 2840 2820 2800 2763 2738 2715 111 87 67 47 2604 2578 87 2491 2455 41 2414 74
is_linear=0
shrinkage=0.1


Tree=2919
num_leaves=31
num_cat=0
split_feature=156 475 44 46 1425 52 157 471 1428 1419 156 1429 157 49 157 4 474 157 1429 1429 42 1455 1456 1456 1447 3 1447 484 479 481
split_gain=2.61863e-05 4.27205e-05 2.89537e-05 2.71596e-05 2.55155e-05 3.1894e-05 6.29174e-05 5.43688e-05 3.9701e-05 3.34994e-05 4.81646e-05 4.06414e-05 3.16731e-05 0.000257147 0.000207479 0.000162882 7.23369e-05 5.16595e-05 3.49176e-05 6.31648e-05 5.07809e-05 4.47397e-05 5.49998e-05 9.69678e-05 4.32309e-05 0.000430036 0.000240041 0.000112796 4.17379e-05 0.000116483
threshold=0.3248100000000001 0.13528000000000004 0.10249500000000002 0.083550000000000013 0.10129000000000002 -0.56368999999999991 -0.082509999999999986 0.10338500000000002 -0.070379999999999984 0.089680000000000024 -0.092099999999999987 -0.081904999999999992 -0.087319999999999995 0.08610000000000001 -0.086284999999999987 -0.0052149999999999992 0.081755000000000008 -0.083699999999999983 0.09011000000000001 0.087700000000000014 0.088670000000000013 -0.24112999999999998 -0.16130999999999998 -0.091834999999999986 -0.085709999999999995 -0.085784999999999986 -0.084549999999999986 -0.075319999999999984 0.10713500000000002 -0.15265499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -7 10 -10 -12 13 15 -14 16 -13 -16 19 21 -20 -19 -23 -24 25 -25 -26 -27 29 -28
right_child=-2 -3 -4 -5 -6 7 -8 -9 9 -11 11 12 14 -15 17 -17 -18 18 20 -21 -22 22 23 24 26 27 28 -29 -30 -31
leaf_value=-4.5949712803121659e-05 -0.00010630830884506198 0.00014293417202896393 0.00010489969426998869 -0.0001048782654106617 -0.00011279502820798371 0.0001258727932581678 0.0001942049491844955 -0.00016504453145898881 -0.00013013786853568083 9.2594510045417239e-05 -0.00013300181801795312 -4.2340677022626293e-05 -0.00030066701384266314 0.0003013759225359536 0.00012530649355815541 -0.00025336903923380303 0.00020666340220486744 0.00013223441340960563 0.00015073301296474205 -0.00016734782446924923 -3.0687957122508026e-05 -0.00012668902948332421 0.00018133823574191475 0.00044036311529370409 -0.00033361755602692776 -0.00026047202779657459 -0.00023761631261246899 4.9993963679298762e-05 0.00012674481346039101 -1.0525996084412516e-06
leaf_weight=20 23 21 26 25 20 25 24 20 29 38 23 28 23 30 33 25 20 25 36 23 27 35 29 22 22 22 21 25 25 2356
leaf_count=20 23 21 26 25 20 25 24 20 29 38 23 28 23 30 33 25 20 25 36 23 27 35 29 22 22 22 21 25 25 2356
internal_value=0 7.8925e-07 -1.80864e-07 -1.07634e-06 -2.18756e-07 5.30255e-07 8.50437e-05 -7.25179e-07 3.9188e-07 -6.83548e-07 -1.91473e-06 -6.1e-07 4.67117e-07 5.49008e-05 -1.59113e-06 -4.63904e-05 6.1411e-05 9.55609e-07 -5.82464e-07 -2.36155e-06 7.29812e-05 -8.91877e-07 -2.19346e-06 -4.6573e-07 -2.58058e-06 7.54703e-05 -4.80232e-06 -9.53305e-05 -1.79069e-06 -3.14256e-06
internal_weight=0 3098 3077 3051 3026 3006 44 2962 2942 2917 2879 2850 2827 103 2724 73 48 2701 2668 2605 63 2582 2557 2522 2493 69 2424 47 2402 2377
internal_count=3121 3098 3077 3051 3026 3006 44 2962 2942 2917 2879 2850 2827 103 2724 73 48 2701 2668 2605 63 2582 2557 2522 2493 69 2424 47 2402 2377
is_linear=0
shrinkage=0.1


Tree=2920
num_leaves=31
num_cat=0
split_feature=40 130 42 132 1185 403 1204 16 4 15 16 33 9 3 51 51 1212 4 0 51 1 0 42 472 474 48 9 106 160 14
split_gain=2.4051e-05 7.03699e-05 6.55851e-05 2.48209e-05 0.000135397 6.14202e-05 0.000257306 7.23974e-05 4.05438e-05 0.000115786 6.25028e-05 2.3534e-05 2.38154e-05 6.52282e-05 2.73114e-05 6.00408e-05 4.63674e-05 4.41303e-05 0.000101946 7.60933e-05 6.83872e-05 6.34388e-05 4.72044e-05 4.27135e-05 4.50092e-05 3.45478e-05 3.27069e-05 6.17212e-05 5.86413e-05 5.32158e-05
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083174999999999985 -0.083264999999999992 -0.074254999999999988 -0.016569999999999994 -0.081299999999999983 -0.068329999999999988 -0.066844999999999988 -0.095094999999999985 -0.009184999999999997 0.088235000000000022 -0.011549999999999998 0.10501000000000001 0.11144500000000002 0.15049500000000002 0.033845000000000007 -0.14051499999999997 0.12229000000000002 0.10022000000000002 -0.074229999999999977 0.087825000000000014 -0.38234499999999999 0.12103000000000001 0.12933000000000003 -0.036024999999999995 0.016890000000000006 0.081905000000000019 -0.31455999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 7 -7 -3 -8 10 -10 -6 14 -14 16 -16 23 18 -17 -20 21 22 -21 -13 26 -22 27 -25 -29 -28
right_child=1 2 -4 4 11 6 8 -9 9 -11 -12 12 13 -15 15 17 -18 -19 19 20 25 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=0.00010930895508863615 -0.00017891663790743967 -3.3287613646352267e-05 0.00016523199404521924 0.00025476846134378798 -8.674509274808975e-05 -0.00040758815244771544 9.4663148920517422e-05 0.0001533822311161672 -7.1454114149673841e-05 -0.00023023551353253425 0.00013826820620495173 -0.00014785782812396065 -2.4498172158082811e-05 0.00019918243636063632 0.00016165324782524559 0.00023946278114246006 -0.00015518929831159767 -9.1729924401186188e-05 -0.00011822538148599531 -7.6494919128544138e-05 -0.0001452936118377173 0.00022661715422011048 0.00013087412780583176 -0.0001919295230786352 0.00014464821496013819 3.0337381516195214e-05 9.7814153546264783e-05 8.9536978188773679e-05 -0.00013304286630955175 -2.6166582352075647e-06
leaf_weight=20 22 63 24 21 31 20 25 31 30 25 27 20 32 22 31 21 20 34 38 21 21 27 23 26 21 24 54 29 20 2298
leaf_count=20 22 63 24 21 31 20 25 31 30 25 27 20 32 22 31 21 20 34 38 21 21 27 23 26 21 24 54 29 20 2298
internal_value=0 -7.05004e-07 5.6835e-07 -7.25243e-07 1.79185e-06 -3.30033e-05 -7.83579e-05 2.82737e-05 -1.68195e-05 -5.08082e-05 2.7888e-05 -9.67051e-08 8.68823e-07 6.6631e-05 -4.3292e-07 3.17829e-05 -3.54055e-06 1.25198e-05 3.27741e-05 4.58923e-06 4.48216e-05 0.000105949 3.19025e-05 -2.31163e-06 -1.12253e-06 -5.16237e-05 -2.38384e-06 -6.73927e-05 -1.31194e-06 -3.10849e-07
internal_weight=0 3101 3079 3055 2834 221 127 94 107 82 57 2813 2782 54 2728 240 2488 209 175 154 116 71 44 2468 2448 45 2427 75 49 2352
internal_count=3121 3101 3079 3055 2834 221 127 94 107 82 57 2813 2782 54 2728 240 2488 209 175 154 116 71 44 2468 2448 45 2427 75 49 2352
is_linear=0
shrinkage=0.1


Tree=2921
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 130 40 120 33 12 142 11 4 1 2 3 1 9 9 123 376 15 1427 2 1420 155 14 471 471 2 2
split_gain=2.57023e-05 0.00064411 0.000363375 0.00010287 2.4708e-05 3.37964e-05 3.87241e-05 2.73214e-05 2.28593e-05 7.5805e-05 0.000107676 5.3257e-05 4.04447e-05 3.66467e-05 3.43592e-05 5.92169e-05 3.34022e-05 0.000112123 3.17406e-05 3.93451e-05 3.83963e-05 3.83792e-05 5.32502e-05 4.53497e-05 9.54213e-05 3.59115e-05 0.000143297 3.93277e-05 3.33818e-05 0.000106916
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.23123999999999997 -0.24290999999999999 0.086165000000000019 -0.009184999999999997 0.12757000000000002 -0.057499999999999989 -1.0000000180025095e-35 -0.011884999999999998 0.15471500000000002 0.14122000000000004 0.14121000000000003 0.12656000000000003 0.085555000000000006 0.093320000000000014 0.094615000000000019 -0.0016099999999999997 -0.11713499999999999 0.094435000000000005 0.13622000000000004 0.056520000000000008 0.14547000000000002 -0.31455999999999995 0.094575000000000006 0.089900000000000022 0.113445 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 7 -7 9 -9 -11 -10 13 16 15 -15 18 -18 19 -12 -20 22 23 24 25 -21 27 28 29 -27
right_child=2 -3 4 -5 5 6 -8 8 11 10 12 -13 -14 14 -16 -17 17 -19 20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=1.3439095883778678e-06 -0.00040736124051777146 0.00055963456785927223 0.0001038316566416103 -0.00023785092249454466 -0.00012976858921319944 -9.5465776951944765e-05 0.00011183563310037097 0.00019088041018611485 3.6865633063081822e-05 -0.00022540730396507398 0.00012315737302952373 -0.00018577346156581329 -0.00013311934499969622 0.00010918002829255006 0.00014370265248414527 -0.00011296281148437023 0.00026484233699193284 -4.2930821228796491e-05 -0.00018715684655035147 0.00010120763622313355 4.287575674507852e-06 0.00013410770893859168 -0.0001468572267331183 -0.00015011920710094272 0.00020839474595959475 -7.8614249624743042e-08 -0.00022717767554110782 0.00013052218241880285 -4.0035716340949949e-05 0.00017870728055747938
leaf_weight=178 22 21 23 20 20 30 31 21 22 21 26 21 22 28 35 21 20 29 20 34 22 21 25 20 22 2062 28 23 199 34
leaf_count=178 22 21 23 20 20 30 31 21 22 21 26 21 22 28 35 21 20 29 20 34 22 21 25 20 22 2062 28 23 199 34
internal_value=0 3.30344e-05 -2.49295e-06 -2.28172e-05 5.99796e-07 -2.31262e-07 6.81937e-07 -5.46062e-07 4.79728e-07 1.61797e-06 1.52446e-07 -7.18651e-05 1.91267e-06 3.02571e-06 6.80287e-05 1.3976e-05 9.13423e-07 8.26909e-05 -6.66662e-07 7.85147e-07 -8.68764e-05 -5.04026e-07 -1.65926e-06 -1.60515e-07 1.0881e-06 -8.2818e-07 -2.30696e-06 4.09339e-07 -8.94624e-07 2.82154e-06
internal_weight=0 219 2902 198 2880 2857 2837 2806 2776 2733 2712 43 2691 2669 84 49 2585 49 2536 2494 42 2468 2447 2422 2402 2380 2346 2318 2295 2096
internal_count=3121 219 2902 198 2880 2857 2837 2806 2776 2733 2712 43 2691 2669 84 49 2585 49 2536 2494 42 2468 2447 2422 2402 2380 2346 2318 2295 2096
is_linear=0
shrinkage=0.1


Tree=2922
num_leaves=31
num_cat=0
split_feature=40 130 40 132 50 399 1203 132 13 132 0 16 133 10 0 10 42 33 97 97 15 1 14 45 15 15 43 51 43 43
split_gain=2.29093e-05 6.30837e-05 5.83028e-05 2.1734e-05 0.000693977 0.000309395 0.000149199 4.70902e-05 2.56065e-05 5.37295e-05 5.26955e-05 3.37066e-05 2.31509e-05 2.25559e-05 0.000152417 0.000109489 5.44729e-05 5.44239e-05 2.79499e-05 4.76156e-05 2.34103e-05 7.14367e-05 6.1976e-05 0.000100785 6.19702e-05 3.80153e-05 3.29323e-05 0.000148346 5.00425e-05 7.56647e-05
threshold=-0.24620999999999996 -0.22699999999999995 -0.15322999999999998 -0.083284999999999984 0.097510000000000013 0.091580000000000009 0.089480000000000018 -0.030684999999999994 0.054800000000000008 -0.26631499999999991 -0.097024999999999986 -0.081779999999999978 -0.015164999999999998 -0.011559999999999999 -0.10224499999999999 -0.086389999999999981 0.087505000000000013 -1.0000000180025095e-35 -0.085969999999999977 -1.0000000180025095e-35 -0.43375999999999998 0.13686500000000004 -0.31455999999999995 0.094030000000000016 -0.46471999999999997 -0.40580499999999992 0.084740000000000024 0.081440000000000026 0.066275000000000014 0.062770000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 7 8 -5 9 -4 -11 12 -12 14 -9 16 -16 -15 -19 -20 21 24 -22 25 -21 -24 28 -28 29 -27
right_child=1 2 3 5 -6 -7 -8 13 -10 10 11 -13 -14 17 15 -17 -18 18 19 20 22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.00010668291634374327 -0.00016942153213842011 0.0001665714779976822 0.00015780975366436431 0.00014990837426878337 0.00056241798136563216 -0.00029844472130727295 -0.00028865093278000129 -0.00028656165575826194 -7.9956844605145647e-05 -0.00014891802374305291 -6.0956373966870495e-05 0.00010470145445486362 6.4680694256160425e-05 0.00014003266504525007 -0.00016407364377368208 0.0001896667205146514 3.4998665224910448e-05 -0.00011502713882475206 0.00015077607853787155 -5.2744761712146701e-05 0.00016497426903618401 -0.00018346672276103556 0.00012260550854709717 -0.00017911562669811951 0.00014076746719302206 4.3981915820667697e-06 -5.477641843143701e-06 -0.0002836616527267986 0.00014218407696507012 -0.0001909872782562161
leaf_weight=20 22 21 23 21 22 35 20 21 33 22 44 33 22 28 27 25 28 21 21 59 23 28 26 31 23 2205 149 22 26 20
leaf_count=20 22 21 23 21 22 35 20 21 33 22 44 33 22 28 27 25 28 21 21 59 23 28 26 31 23 2205 149 22 26 20
internal_value=0 -6.88056e-07 5.17574e-07 -6.22757e-07 2.97309e-05 -2.96423e-06 -2.9757e-05 7.24003e-07 -5.03419e-07 1.77047e-05 -8.92689e-06 2.21823e-05 -1.90774e-05 -4.01715e-07 -4.67936e-05 1.61455e-05 -6.27277e-05 1.34533e-06 -1.17835e-07 7.98646e-07 -4.07145e-07 -4.55578e-05 1.5779e-06 6.19148e-08 1.53306e-06 2.33091e-06 1.03977e-06 -4.12674e-05 4.25369e-06 2.64192e-06
internal_weight=0 3101 3079 3058 219 2839 197 2804 177 144 121 99 66 2783 101 80 55 2682 2654 2633 2612 110 2502 2479 82 2448 2422 171 2251 2225
internal_count=3121 3101 3079 3058 219 2839 197 2804 177 144 121 99 66 2783 101 80 55 2682 2654 2633 2612 110 2502 2479 82 2448 2422 171 2251 2225
is_linear=0
shrinkage=0.1


Tree=2923
num_leaves=31
num_cat=0
split_feature=130 39 42 1213 1200 42 132 1185 1203 0 49 16 132 12 399 1211 1211 402 401 1208 133 1208 133 403 1213 1212 1209 15 402 1212
split_gain=2.58331e-05 3.30296e-05 2.45554e-05 2.25463e-05 2.37012e-05 5.24396e-05 3.06342e-05 0.00016365 0.000150442 2.46135e-05 4.69272e-05 4.68651e-05 2.60621e-05 5.57288e-05 4.13756e-05 2.26931e-05 3.80851e-05 6.12221e-05 8.69106e-05 2.45496e-05 5.5708e-05 8.44267e-05 6.47464e-05 7.45347e-05 8.53263e-05 5.85818e-05 3.36433e-05 7.72524e-05 5.89167e-05 5.52451e-05
threshold=-0.23123999999999997 0.15619500000000003 -0.23802999999999999 0.51370000000000016 0.084780000000000008 -0.067534999999999998 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.11242999999999999 0.09567500000000001 -0.090764999999999985 -0.41127499999999995 0.090695000000000012 0.088190000000000018 0.12162000000000002 0.10678000000000001 -0.45015499999999992 -0.06959499999999999 0.11846000000000001 0.41484500000000007 0.10233500000000001 0.39371500000000009 -0.5335399999999999 0.14530000000000001 0.10242000000000001 0.087170000000000011 0.085730000000000015 -0.031734999999999992 0.094820000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 8 -8 9 -4 11 -11 -13 14 -14 16 17 -9 -19 20 21 22 23 -20 25 26 28 -28 -25 -30
right_child=1 -3 3 -5 5 -7 7 15 -10 10 -12 12 13 -15 -16 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00010558881888004101 9.3268567226394749e-05 -0.00012887828623206588 9.5518162852386025e-05 0.00010501906835997944 -1.4459874871659628e-05 0.00018768361492437266 0.00027824057282746902 -0.00013566488239174598 -0.00027499135903781281 0.00011744491777270534 -0.0001401755248090402 5.379327975485164e-05 -7.2983469190148758e-05 -0.00019618156089885966 8.9058464240784256e-05 -8.5702830688205722e-05 0.0001041753143641365 0.00016862114367540925 0.00015490680651661631 0.00010780465629068204 -0.00012202637034277313 0.00018912560468458612 -0.00016680275390778361 -0.00014404545334400609 -0.00017724510263568457 0.00015716082878339957 -3.7504750844163942e-05 0.00022860564502479976 -1.5913862104507366e-06 -0.0001685044841724448
leaf_weight=23 28 20 20 20 33 21 21 34 24 28 28 30 40 21 26 32 34 30 30 20 39 23 24 30 28 23 24 20 2327 20
leaf_count=23 28 20 20 20 33 21 21 34 24 28 28 30 40 21 26 32 34 30 30 20 39 23 24 30 28 23 24 20 2327 20
internal_value=0 -7.83904e-07 4.84178e-08 -8.07374e-07 -1.5059e-06 6.41515e-05 -2.69726e-06 1.48122e-07 -3.88743e-05 -9.51257e-06 -2.16549e-05 1.23189e-06 -2.65798e-05 -5.42946e-05 -9.14877e-06 -1.9848e-06 -9.94787e-07 -2.33303e-06 -6.14575e-07 -2.5613e-06 -3.41421e-06 -1.59943e-06 -3.33604e-06 -1.76801e-06 -3.66941e-06 -1.68081e-06 -3.18984e-06 8.34545e-05 -4.79369e-06 -3.01374e-06
internal_weight=0 3098 3078 3050 3030 54 2976 2759 217 193 173 145 117 87 66 2738 2706 2672 2638 2608 2588 2549 2526 2502 2472 2444 2421 44 2377 2347
internal_count=3121 3098 3078 3050 3030 54 2976 2759 217 193 173 145 117 87 66 2738 2706 2672 2638 2608 2588 2549 2526 2502 2472 2444 2421 44 2377 2347
is_linear=0
shrinkage=0.1


Tree=2924
num_leaves=31
num_cat=0
split_feature=394 132 13 46 51 1428 473 471 475 1452 1452 1453 475 3 475 12 151 52 1426 52 158 43 1456 43 160 1447 1447 160 51 42
split_gain=2.34634e-05 0.000459137 0.000566638 2.24189e-05 7.75155e-05 5.21041e-05 9.12772e-05 4.59269e-05 3.22413e-05 2.60687e-05 3.44609e-05 7.2187e-05 2.45884e-05 4.70273e-05 4.31599e-05 8.42948e-05 5.66241e-05 3.52626e-05 3.85004e-05 3.71326e-05 2.82227e-05 7.33559e-05 0.000156023 0.000117583 4.26829e-05 8.28333e-05 0.000212847 8.0527e-05 5.98205e-05 0.000142633
threshold=0.0041850000000000004 -0.083284999999999984 -0.011289999999999998 0.084955000000000017 0.078435000000000019 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 -0.50059999999999982 0.11609000000000001 0.096800000000000011 0.08154500000000002 -0.10023499999999998 -0.081644999999999981 -0.086304999999999979 0.083935000000000023 -0.52488999999999986 -0.57009999999999994 -0.061919999999999996 -0.54906499999999991 0.11136500000000001 -0.013024999999999998 -0.063824999999999979 -0.076124999999999984 -0.090484999999999996 -0.085684999999999997 -0.082824999999999982 -0.087694999999999981 -0.025879999999999997 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1 -7 -8 -9 10 11 12 13 -10 15 -14 -16 -18 -19 -20 24 23 -23 -22 28 -26 -27 -28 29 -21
right_child=1 2 -4 4 -6 6 7 8 9 -11 -12 -13 14 -15 16 -17 17 18 19 20 21 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.00012934547676195509 0.00042655424571737814 -0.00047941390505951386 0.00019046276559363056 0.00021639393409714103 -4.3350556262777428e-05 0.0002118544757286145 -0.00014644562582940456 0.00012511393153545215 1.4509057447347524e-05 8.8922146049651119e-05 -0.00010813736580237146 0.00015764254983098778 0.00021664844699933805 -0.00017847320565994346 -0.00012713843497221133 -2.5762754498259712e-05 0.00012970895448233933 -0.00013843779105670928 9.9816754144350342e-05 -3.0530047692793786e-05 -9.1596447900348519e-05 -0.00034067237404749245 3.594351598869914e-05 0.00021397648975835182 0.00014720956907480928 -0.00031953692566524046 -0.00016174967194357043 -4.2530921904402867e-06 1.4620479686641996e-05 0.00033461497048847382
leaf_weight=32 23 23 28 20 27 20 22 20 28 31 31 28 26 23 37 32 20 21 35 23 34 22 22 20 34 22 33 1998 366 20
leaf_count=32 23 23 28 20 27 20 22 20 28 31 31 28 26 23 37 32 20 21 35 23 34 22 22 20 34 22 33 1998 366 20
internal_value=0 5.56376e-05 -0.000111638 -1.35122e-06 6.7179e-05 -2.42486e-06 -1.05645e-06 -2.50089e-06 -1.4186e-06 -2.28943e-06 -3.27293e-06 -2.1299e-06 -3.71854e-06 -7.25222e-05 -2.44947e-06 8.29043e-05 -4.27825e-06 -2.5757e-06 -3.57407e-06 -2.4968e-06 -3.87729e-06 -5.65182e-05 -0.000152364 2.15787e-05 -1.81046e-06 -7.59948e-06 -1.01633e-05 -6.81212e-06 2.77291e-05 0.000139305
internal_weight=0 74 51 3047 47 3000 2968 2948 2926 2906 2875 2844 2816 51 2765 58 2707 2670 2650 2629 2594 98 44 54 2496 2087 2053 2031 409 43
internal_count=3121 74 51 3047 47 3000 2968 2948 2926 2906 2875 2844 2816 51 2765 58 2707 2670 2650 2629 2594 98 44 54 2496 2087 2053 2031 409 43
is_linear=0
shrinkage=0.1


Tree=2925
num_leaves=31
num_cat=0
split_feature=130 40 4 10 15 3 33 15 52 52 52 0 52 403 399 16 393 133 133 133 403 1447 133 13 12 0 13 13 16 4
split_gain=2.44037e-05 3.20462e-05 3.53451e-05 2.57673e-05 0.000143629 8.16778e-05 5.55892e-05 2.42158e-05 2.3453e-05 8.37447e-05 7.88488e-05 0.000292342 0.00018987 0.000124573 7.46297e-05 0.000256192 0.000120461 6.8606e-05 8.25902e-05 8.82798e-05 6.27324e-05 5.95495e-05 6.87394e-05 7.78478e-05 0.000164315 0.000151477 0.00014828 0.00012537 8.8535e-05 8.3568e-05
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.011559999999999999 -0.098289999999999975 -0.0063699999999999989 -1.0000000180025095e-35 0.23208000000000004 0.091275000000000009 0.090245000000000006 0.10160000000000001 -0.070499999999999993 0.10611000000000001 -0.44023999999999991 0.091580000000000009 -0.077589999999999978 0.11170000000000001 0.5087600000000001 0.098785000000000012 0.11524500000000001 0.10469000000000002 0.0030850000000000005 0.092470000000000011 -0.077799999999999994 0.094225000000000017 -0.08095999999999999 -0.083499999999999977 -0.085384999999999975 0.054560000000000004 -0.064054999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -5 8 9 14 11 20 -12 -14 16 -16 -8 18 21 -20 -10 22 23 24 25 26 27 -15 29 -25
right_child=1 2 -4 6 5 -7 7 -9 10 -11 12 -13 13 17 15 -17 -18 -19 19 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00010262615459910392 -0.00012693494722043399 -0.00020419927938124412 0.0001099357843611807 0.00014354313418691702 -4.7359205344923213e-05 0.00018710917975113263 8.3656367156408275e-07 0.00010639148912603212 6.0537384389053017e-05 0.00017233960617949349 0.00021924998306227885 -0.00037413578300921866 -0.00024574474329078249 6.0740321749660868e-05 -7.063013685443106e-05 0.00039797712524887175 -0.00024572630150942131 0.00014436508386747197 -0.00029886178890592419 -3.8095019093865683e-05 -0.00013613714728980203 0.00015890789668033408 -0.00019076674303960319 0.00012426318233551951 0.00029419893272342569 -0.00016364731739322919 0.00025197333222510475 -0.00020917811595030466 -0.00018605925787768855 -5.6118820617224889e-05
leaf_weight=23 20 38 29 27 39 24 2141 21 55 29 36 28 23 79 28 20 20 28 20 37 23 22 20 34 23 39 31 22 37 105
leaf_count=23 20 38 29 27 39 24 2141 21 55 29 36 28 23 79 28 20 20 28 20 37 23 22 20 34 23 39 31 22 37 105
internal_value=0 -7.61912e-07 5.79259e-08 -9.87157e-07 -5.06531e-05 4.19621e-05 7.14423e-07 -6.05801e-07 -1.38061e-06 3.51041e-06 -1.79155e-05 -9.69566e-05 -2.84653e-06 -1.82224e-05 1.294e-06 0.000124623 -1.44537e-06 -7.69324e-06 -1.67713e-05 -0.000129592 2.54361e-06 -1.16265e-06 -1.01923e-05 -4.31487e-07 4.32581e-05 9.50582e-06 6.06647e-05 1.94621e-06 -4.85893e-05 -1.19966e-05
internal_weight=0 3098 3078 3049 101 63 2948 2921 2900 2238 662 106 556 520 2209 48 2161 497 469 57 78 412 390 370 194 171 132 101 176 139
internal_count=3121 3098 3078 3049 101 63 2948 2921 2900 2238 662 106 556 520 2209 48 2161 497 469 57 78 412 390 370 194 171 132 101 176 139
is_linear=0
shrinkage=0.1


Tree=2926
num_leaves=31
num_cat=0
split_feature=33 132 132 1203 47 47 9 16 131 1455 49 43 47 47 47 13 151 1429 1 133 151 48 151 151 151 1348 151 4 151 13
split_gain=2.74559e-05 2.76181e-05 0.000129305 6.2464e-05 2.52836e-05 0.000128662 0.000120842 0.000250504 4.41787e-05 6.44491e-05 4.97742e-05 6.13419e-05 3.90527e-05 0.000100433 5.61778e-05 6.30922e-05 3.31296e-05 0.000139799 0.000145141 0.000143722 0.000172921 6.00694e-05 4.04284e-05 5.31202e-05 6.64992e-05 4.22496e-05 5.24183e-05 6.67269e-05 3.75999e-05 6.9549e-05
threshold=-0.009184999999999997 -0.083174999999999985 -0.069704999999999989 0.089005000000000015 0.094160000000000008 0.096850000000000006 0.087755000000000014 -0.090764999999999985 0.096490000000000006 0.086165000000000005 -0.0083799999999999986 -0.085154999999999995 0.10783500000000001 0.10397500000000001 0.12958500000000003 -0.020934999999999999 -0.088279999999999983 0.083725000000000008 0.11146500000000002 0.086910000000000015 -0.096264999999999976 -0.072824999999999987 -0.085764999999999994 -0.085134999999999975 -0.083969999999999975 0.087660000000000016 -0.080624999999999988 -0.013514999999999998 -0.039414999999999999 -0.085034999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 16 -8 9 10 11 -7 13 -12 15 -14 17 18 19 20 21 -4 -18 -24 -25 26 27 -26 29 -28
right_child=1 2 4 -5 5 8 7 -9 -10 -11 12 -13 14 -15 -16 -17 22 -19 -20 -21 -22 -23 23 24 25 -27 28 -29 -30 -31
leaf_value=-9.3641771285723325e-05 -1.3303153423877145e-05 0.0002508000339091831 -0.00014893531222783386 -0.00017559326025312421 0.00025136265282223272 3.3820718471404344e-05 2.8303433270681831e-05 -0.00041901692104493989 -9.863111041258062e-05 0.00018394034654509438 -2.4596476018464625e-05 -0.00020512085380191409 6.6803342536201991e-06 0.00026571317450196311 8.8710719245817875e-05 -0.00019318139318122784 -0.00010376418944552394 -0.00012554105104706985 -9.8329624022646341e-05 0.00035181068680965557 0.00031057304965899043 6.617375834406737e-05 0.00014822529222631906 -0.00016034020369401193 0.00021082958941136626 -0.00011940375948926948 7.2335872282565099e-05 2.865874487017411e-06 1.6735136980899239e-06 -0.00015702759332131023
leaf_weight=31 195 21 21 27 24 21 31 21 33 23 26 22 56 22 47 22 38 38 31 26 23 34 24 26 27 29 20 36 2087 39
leaf_count=31 195 21 21 27 24 21 31 21 33 23 26 22 56 22 47 22 38 38 31 26 23 34 24 26 27 29 20 36 2087 39
internal_value=0 9.39446e-07 3.56974e-06 -3.30411e-05 1.74613e-06 2.94114e-05 -1.46396e-06 -0.000152345 9.82747e-06 2.48029e-05 7.85773e-06 -8.84285e-05 3.17901e-05 0.000108462 2.34809e-06 -4.96909e-05 1.67563e-06 4.38945e-05 9.15875e-05 0.000148197 8.03262e-05 -1.59588e-05 -1.46447e-06 2.34566e-07 -1.33424e-06 5.13014e-07 2.0873e-06 9.19932e-05 -5.52067e-07 -7.92773e-05
internal_weight=0 3090 2868 222 2847 296 2551 52 272 239 216 43 173 48 125 78 2499 173 135 104 78 55 2326 2288 2264 2238 2209 63 2146 59
internal_count=3121 3090 2868 222 2847 296 2551 52 272 239 216 43 173 48 125 78 2499 173 135 104 78 55 2326 2288 2264 2238 2209 63 2146 59
is_linear=0
shrinkage=0.1


Tree=2927
num_leaves=31
num_cat=0
split_feature=40 4 130 132 1185 394 50 1204 15 16 399 42 1429 156 157 1429 157 475 1429 1375 1 1375 150 1366 475 474 151 42 150 43
split_gain=2.29923e-05 6.10524e-05 2.59428e-05 2.40142e-05 0.000120742 5.75204e-05 3.3105e-05 2.53032e-05 3.18485e-05 4.40181e-05 4.2622e-05 2.38547e-05 2.17197e-05 6.30877e-05 2.45905e-05 0.000164385 0.000116927 7.94556e-05 8.75664e-05 7.77181e-05 0.000451908 6.02378e-05 5.30801e-05 3.48065e-05 2.8802e-05 8.90856e-05 3.51103e-05 9.37572e-05 9.09947e-05 7.93212e-05
threshold=-0.24620999999999996 0.63556000000000001 -0.22562499999999999 -0.083174999999999985 -0.083264999999999992 0.013605000000000001 0.09227500000000001 -0.085624999999999993 0.084905000000000022 -0.090054999999999982 0.087955000000000019 -0.019989999999999997 -0.23752499999999996 0.32523500000000005 -0.087424999999999989 1.0000000180025095e-35 -0.086394999999999986 -0.0029899999999999996 -0.0091699999999999993 -0.15308499999999997 0.087325000000000014 -0.085004999999999983 0.13086 -0.087024999999999977 0.05680000000000001 -0.26322499999999993 0.005085000000000001 0.089905000000000013 0.090480000000000019 -0.080554999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -4 9 -9 11 -11 -6 14 15 17 -16 -14 -19 20 -18 -21 23 -23 25 -25 -27 28 29 -28
right_child=1 -3 3 4 12 -7 -8 8 -10 10 -12 -13 13 -15 16 -17 19 18 -20 21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00010687596011848654 0.00011123697290063969 -0.00017061778843136772 8.7672244158706501e-05 0.00024106450589551104 -0.00010345057373342571 -0.00018956417978707968 -0.00011841091951215207 -8.360006656456629e-05 -9.918099884609028e-05 -5.4944942079099085e-05 0.00017442592465418525 7.9833340023090704e-05 0.00018900975727857177 0.00017810182878747583 0.00021317930871961067 -0.00022622697783339796 -0.00048614088136673673 -0.00019211739873635058 3.0243999666614497e-05 0.00015381164512991047 0.00014612886366544093 0.00013067275867797434 0.00013773658707317996 0.00020938328461852509 -0.00012129890208598226 9.0911162878785319e-08 -0.00013032041556314275 0.000138562886568252 -0.00022136836023246116 0.00011274457382387483
leaf_weight=20 21 21 28 21 20 21 27 34 35 29 21 24 22 20 26 36 20 23 77 26 26 20 28 20 20 2324 29 20 37 25
leaf_count=20 21 21 28 21 20 21 27 34 35 29 21 24 22 20 26 36 20 23 77 26 26 20 28 20 20 2324 29 20 37 25
internal_value=0 -6.89297e-07 4.69307e-07 -2.91112e-07 2.1693e-06 -3.21978e-05 -1.55074e-05 7.40508e-07 -1.62811e-05 1.05846e-05 5.38587e-05 6.08673e-06 3.89659e-07 1.13164e-06 -1.41985e-07 -3.84549e-05 2.16761e-06 1.69533e-05 -2.08991e-05 5.34224e-08 -0.000128771 2.37823e-06 8.17676e-07 -7.18889e-07 -1.78064e-06 -8.06968e-07 -2.53338e-06 -5.74779e-05 -0.000100564 -1.77903e-05
internal_weight=0 3101 3080 3059 2840 219 198 171 143 108 74 53 2819 2799 2779 158 2621 122 100 2595 46 2549 2523 2495 2475 2455 2435 111 91 54
internal_count=3121 3101 3080 3059 2840 219 198 171 143 108 74 53 2819 2799 2779 158 2621 122 100 2595 46 2549 2523 2495 2475 2455 2435 111 91 54
is_linear=0
shrinkage=0.1


Tree=2928
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 33 9 4 471 1420 157 471 156 1427 1 121 376 43 457 2 43 4 43 1372 43 13 2 49 49 4 133
split_gain=2.2696e-05 0.000655854 0.000373197 0.000111375 2.23903e-05 2.48164e-05 5.93754e-05 2.15117e-05 4.0992e-05 6.4187e-05 3.25011e-05 3.79276e-05 2.45349e-05 4.5769e-05 8.40282e-05 3.13372e-05 2.69116e-05 9.44513e-05 8.13821e-05 9.33201e-05 0.000106861 5.35237e-05 0.000173912 0.000131824 6.24042e-05 5.62173e-05 5.23711e-05 0.000112798 6.16492e-05 0.000233831
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.009184999999999997 0.088235000000000022 0.40945500000000007 0.10693500000000002 0.056520000000000008 0.63397500000000007 0.094575000000000006 -0.094124999999999986 0.092320000000000013 0.16540500000000002 -0.094339999999999993 -0.10865999999999999 -0.088704999999999992 0.085360000000000005 0.080205000000000012 -0.10131 -0.090289999999999981 -0.085739999999999997 -0.077034999999999978 -0.086304999999999979 0.11217000000000001 0.088055000000000008 -0.14750499999999997 -0.053364999999999996 -0.088784999999999989 0.099660000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 7 -7 8 9 10 11 -6 13 14 -13 -16 17 18 19 20 -17 23 -23 25 -24 -18 -20 -28 29 -29
right_child=2 -3 4 -5 5 6 -8 -9 -10 -11 -12 12 -14 -15 15 16 21 -19 26 -21 -22 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=-2.8277700618094641e-06 -0.00041264601406344975 0.0005362218785550162 -8.3736012851248588e-05 -0.00025185704885188898 0.00013418953756280688 0.0002059772917345981 -5.947549876649506e-06 0.00010369229101343081 -0.0001430383388651535 0.00017913943622261286 -0.00012171659650035013 -0.00020013336918401324 -9.2207166111118818e-05 0.00014731932304649882 0.00012236788745559311 0.00022328491310569611 8.1035877929025457e-05 0.00019910180500508953 0.0001369974076426487 0.00028826229885453358 -5.4113647869288377e-05 0.00029151108916266824 -6.6273806968571115e-06 -0.00030731458566151559 0.00017090635170461611 -0.00010234896683998939 -0.00018922985244509101 1.9704973892658019e-05 2.6950013971067648e-05 -0.00035404810650189496
leaf_weight=176 22 23 31 20 21 20 39 20 20 20 22 21 29 21 21 21 32 28 23 20 41 20 1974 20 20 35 35 70 234 22
leaf_count=176 22 23 31 20 21 20 39 20 20 20 22 21 29 21 21 21 32 28 23 20 41 20 1974 20 20 35 35 70 234 22
internal_value=0 3.10424e-05 -2.34262e-06 -2.82389e-05 7.91643e-07 1.71139e-06 6.58914e-05 3.54178e-07 -3.91946e-07 6.45483e-07 -6.62165e-07 3.2129e-07 -7.24945e-07 2.73168e-07 -8.97848e-07 7.0152e-07 -2.83063e-07 2.07184e-05 1.00001e-05 0.000100434 3.98439e-05 -5.22107e-06 -1.90372e-06 -8.20156e-05 -4.8467e-06 -1.47622e-05 -9.31123e-06 -1.86328e-05 -3.17199e-07 -6.96708e-05
internal_weight=0 219 2902 196 2880 2849 59 2790 2770 2750 2730 2708 2687 2658 2637 2616 2595 494 466 82 62 2101 2014 87 1994 67 384 361 326 92
internal_count=3121 219 2902 196 2880 2849 59 2790 2770 2750 2730 2708 2687 2658 2637 2616 2595 494 466 82 62 2101 2014 87 1994 67 384 361 326 92
is_linear=0
shrinkage=0.1


Tree=2929
num_leaves=31
num_cat=0
split_feature=394 132 42 130 130 1204 1203 11 51 13 16 12 472 32 33 47 9 3 2 47 47 1456 2 13 42 484 15 13 51 1428
split_gain=2.08567e-05 0.000396135 0.000522633 2.18468e-05 5.63977e-05 2.72992e-05 5.02722e-05 2.32904e-05 8.6588e-05 0.000101684 5.22176e-05 0.000277235 6.33548e-05 3.36218e-05 9.06845e-05 3.33178e-05 0.000274885 9.67327e-05 0.000479467 0.000110032 4.80101e-05 6.53675e-05 4.59926e-05 3.87876e-05 0.000110578 7.60483e-05 5.545e-05 4.54582e-05 3.68056e-05 5.19158e-05
threshold=0.0041850000000000004 -0.083284999999999984 -0.021469999999999996 -0.22699999999999995 -0.095314999999999983 0.058775000000000008 -1.0000000180025095e-35 0.094350000000000003 -0.057604999999999996 0.086705000000000018 0.6352000000000001 0.090695000000000012 -0.096814999999999998 1.0000000180025095e-35 -0.012019999999999998 0.094160000000000008 0.088235000000000022 -1.0000000180025095e-35 0.083995000000000014 0.097970000000000015 0.10254000000000001 -1.0000000180025095e-35 0.11548000000000001 -0.07743499999999999 -0.012324999999999997 -0.075319999999999984 -0.064294999999999977 -0.085804999999999979 -0.44986999999999994 -0.070379999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 -6 10 -9 -10 12 -12 -8 14 -14 16 28 19 -19 -17 -21 -22 -20 25 -25 -23 -26 -27 -16 -30
right_child=1 2 -4 4 5 -7 7 8 9 -11 11 -13 13 -15 15 17 -18 18 22 20 21 23 -24 24 26 27 -28 -29 29 -31
leaf_value=-0.00010544555145315827 0.0003969861805988172 -0.00044245920659401845 0.00019889236255376427 0.00014898959605488926 0.0001431339222714693 -0.00011281692690813957 0.00015057812469657856 0.00019679950556245014 0.00010766530504042749 -0.00016980376164428893 0.00012126986140489093 -0.00035005070919093365 -0.00020212151721352712 0.00011210855716490187 -0.00010769025865363693 -0.00020070220478093969 -0.00030248816352292535 0.00053383328798060708 -0.00012785319230043451 0.00014492241628501619 0.00016313338347529119 -0.00012443262378274952 4.5978146744245254e-05 6.4579633445563641e-05 -0.00028484490796235268 2.4908714597889532e-06 -6.0092965473553962e-05 0.00020818390370219611 0.00013401151393606728 -2.9618446443655654e-06
leaf_weight=20 23 24 27 25 24 22 27 27 28 25 26 24 23 25 33 26 31 21 23 26 21 21 45 33 23 21 21 22 28 2356
leaf_count=20 23 24 27 25 24 22 27 27 28 25 26 24 23 25 33 26 31 21 23 26 21 21 45 33 23 21 21 22 28 2356
internal_value=0 5.24561e-05 -0.00010292 -1.27396e-06 -5.85674e-07 -1.8313e-06 -1.01195e-06 -2.18228e-06 5.1039e-05 -2.32163e-05 -3.6627e-06 -0.000104964 -1.87039e-06 -3.34096e-06 -4.38142e-06 -2.7282e-06 -6.59996e-06 2.85526e-05 0.000116167 -7.88533e-06 1.87808e-05 -1.46412e-06 -1.28177e-05 -2.59786e-05 -7.37955e-05 3.15511e-05 -0.000177577 0.000107729 -2.80495e-06 -1.3531e-06
internal_weight=0 74 51 3047 3027 3002 2980 2956 80 53 2876 50 2826 2799 2774 2751 2448 303 89 214 188 162 68 141 77 64 44 43 2417 2384
internal_count=3121 74 51 3047 3027 3002 2980 2956 80 53 2876 50 2826 2799 2774 2751 2448 303 89 214 188 162 68 141 77 64 44 43 2417 2384
is_linear=0
shrinkage=0.1


Tree=2930
num_leaves=31
num_cat=0
split_feature=132 394 1203 130 12 16 393 33 34 9 9 9 481 2 13 0 403 402 403 129 394 50 43 133 157 13 1456 483 13 12
split_gain=2.66946e-05 0.000143109 0.000130677 2.11926e-05 4.44256e-05 7.04302e-05 3.73344e-05 3.00719e-05 3.56218e-05 4.91851e-05 2.76765e-05 0.000103775 2.16668e-05 0.000131157 0.000227745 0.00045989 0.000112283 0.000109521 5.01349e-05 2.55901e-05 3.50564e-05 2.86301e-05 0.000118406 0.000139627 5.73193e-05 5.03795e-05 4.81457e-05 3.4494e-05 0.000108384 0.00017375
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.079354999999999981 0.10832500000000002 -0.090054999999999982 0.085075000000000012 -0.044254999999999996 -0.097449999999999981 -0.090799999999999978 0.092235000000000011 0.085355000000000014 -0.087424999999999989 0.090790000000000023 -0.081029999999999977 -0.086554999999999979 -0.5492149999999999 -0.035114999999999993 -0.53762499999999991 -0.077709999999999987 -0.10421499999999999 -0.099524999999999988 -0.095049999999999982 0.090665000000000009 0.63604500000000008 -0.073839999999999975 0.11253500000000001 -0.096724999999999992 -0.083894999999999983 0.089300000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 -7 -5 -9 -10 11 12 13 14 15 -11 17 -14 -18 -20 -21 22 -22 25 26 -24 27 28 -23 -30
right_child=1 -3 -4 7 -6 6 -8 8 9 10 -12 -13 16 -15 -16 -17 18 -19 19 20 21 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-9.0703340419520611e-06 0.00023101681638407805 0.0002566022894329349 -0.00027740895224269484 0.00011811220416954409 -5.8977423711136613e-05 -8.63568288332317e-05 8.5828916652484202e-05 0.00011448727579520962 -0.00013741878997448279 3.7507966148301165e-05 8.1853959963131614e-05 -0.00021928979456953875 -2.3249532783996656e-06 0.0001187859130644056 0.00016350311559904185 -0.00056598048705263477 -0.00013290928397729094 0.00030976548213916631 -8.101365170333361e-05 9.5931880385155403e-05 -0.00016823999398184243 0.00025941533662955321 -0.00010481580988694491 0.00028982491796206752 -0.00017176534893224016 8.8300479780757866e-05 -0.0001235164730132965 -2.283475628202085e-06 -0.00020805668676378752 0.00015568683548139987
leaf_weight=196 23 22 20 21 30 20 34 26 27 28 39 22 22 33 20 23 29 23 39 38 20 21 22 27 20 35 32 2156 24 29
leaf_count=196 23 22 20 21 30 20 34 26 27 28 39 22 22 33 20 23 29 23 39 38 20 21 22 27 20 35 32 2156 24 29
internal_value=0 2.52184e-06 -3.39165e-05 5.82972e-07 4.42534e-05 8.44732e-05 2.20564e-05 -1.10029e-06 -2.00899e-06 -3.11888e-06 -1.77688e-06 -3.00166e-06 -1.19994e-06 -4.59359e-05 -0.000122497 -0.000234653 6.3393e-07 0.000157188 -2.19309e-06 -6.54002e-07 6.38913e-07 -8.78745e-07 5.04331e-05 0.000102498 -3.21723e-06 1.37644e-05 -1.72698e-06 2.06755e-08 6.71524e-05 -9.02721e-06
internal_weight=0 2905 216 2883 107 77 54 2776 2755 2729 2702 2663 2641 104 71 51 2537 45 2492 2463 2424 2386 104 84 2282 57 2262 2230 74 53
internal_count=3121 2905 216 2883 107 77 54 2776 2755 2729 2702 2663 2641 104 71 51 2537 45 2492 2463 2424 2386 104 84 2282 57 2262 2230 74 53
is_linear=0
shrinkage=0.1


Tree=2931
num_leaves=31
num_cat=0
split_feature=123 123 47 47 47 47 47 4 1428 157 11 12 11 1 9 9 11 132 1 132 394 0 15 484 475 475 484 159 158 133
split_gain=2.26226e-05 3.88143e-05 2.43183e-05 0.00021798 0.000132653 3.69231e-05 5.29793e-05 0.000138077 3.75249e-05 5.66452e-05 3.9193e-05 0.000179012 0.000130919 6.45443e-05 4.49377e-05 0.000188732 4.61114e-05 4.2545e-05 0.000953887 0.000290837 0.000181539 5.82585e-05 5.82791e-05 4.55784e-05 0.000222598 0.000117758 0.000186836 0.000183918 0.000120098 0.000118742
threshold=0.13162000000000004 0.11135500000000001 0.092165000000000011 0.09550500000000002 0.090100000000000013 0.087235000000000021 0.079365000000000005 -0.00059999999999999995 -0.071779999999999997 0.63334000000000013 0.08976000000000002 0.10149500000000002 0.085630000000000026 0.11669000000000002 0.092235000000000011 0.085555000000000006 0.080705000000000013 -0.083284999999999984 0.089475000000000013 -0.069704999999999989 0.0057250000000000009 -0.073309999999999986 0.084905000000000022 0.086135000000000017 -0.085734999999999992 -0.083709999999999993 0.090535000000000018 0.11084000000000001 0.10412500000000001 0.090445000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 8 -8 -1 10 12 -12 14 -13 15 16 17 18 20 -19 21 22 -10 -21 -25 -26 -27 28 29 -28
right_child=-2 -3 3 -5 -6 -7 7 -9 9 -11 11 13 -14 -15 -16 -17 -18 19 -20 23 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.00012715240768359406 -0.00010601334630337078 0.00012478277578702545 -0.00030989236693130807 -2.5521550479273477e-06 0.00024730130475787026 -0.00010956900524130712 0.00023077098694557208 -0.00010417372650408652 1.1576118173784713e-05 0.00015738184042477413 0.00025610565167998202 -0.00015878262624587829 -0.00019730458345079303 7.6929339030314071e-05 -0.00011747963976631582 0.00029337326000545134 0.00012911581953058314 -0.00036780475744638931 0.00064525633908646266 -7.5109015825997336e-06 -0.00032666973515006249 0.00015389755324576981 -0.00015335850646430306 0.00032742206952510367 -0.00018485764448996635 0.00026404436978433906 -6.5019528747970153e-05 -0.00026958674305047758 0.00024441408794423889 0.00015992536211797417
leaf_weight=23 20 25 25 300 22 30 32 20 82 23 31 26 34 21 32 22 27 22 23 1964 20 20 29 24 28 30 88 23 23 32
leaf_count=23 20 25 25 300 22 30 32 20 82 23 31 26 34 21 32 22 27 22 23 1964 20 20 29 24 28 30 88 23 23 32
internal_value=0 6.83739e-07 -3.24868e-07 -2.61937e-05 2.73125e-06 7.59631e-07 1.98596e-06 0.000101946 2.22535e-08 1.13697e-06 -2.44664e-07 6.95698e-05 -2.40302e-06 -5.34645e-05 2.59358e-07 1.79279e-06 -8.41611e-07 -2.29877e-06 4.53293e-05 -6.00839e-06 -4.60503e-05 -3.20766e-06 -3.15149e-05 -2.41006e-06 3.79854e-05 6.97428e-06 3.43788e-05 -7.12698e-06 3.50868e-05 -5.03422e-06
internal_weight=0 3101 3076 325 2751 2729 2699 52 2647 2624 2601 78 2523 47 2489 2457 2435 2408 174 2234 151 131 111 2212 248 224 196 166 143 120
internal_count=3121 3101 3076 325 2751 2729 2699 52 2647 2624 2601 78 2523 47 2489 2457 2435 2408 174 2234 151 131 111 2212 248 224 196 166 143 120
is_linear=0
shrinkage=0.1


Tree=2932
num_leaves=31
num_cat=0
split_feature=132 394 1203 475 484 1371 15 475 151 1445 481 1446 2 1447 3 1456 160 483 482 42 52 12 42 16 42 159 160 16 1 51
split_gain=2.59802e-05 0.000125057 0.000119477 2.23255e-05 0.000193142 9.66414e-05 0.00021372 7.18456e-05 4.89403e-05 3.82316e-05 3.33737e-05 0.000191467 0.000414798 4.45445e-05 0.000273709 0.000107799 4.07445e-05 8.75111e-05 0.000215574 0.000102596 0.000137429 0.000220066 0.000114147 0.000203497 8.8355e-05 8.0098e-05 7.5021e-05 4.42758e-05 6.95475e-05 4.37501e-05
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.085774999999999976 0.085790000000000019 0.083235000000000017 -0.045854999999999993 -0.08669499999999998 -0.52488999999999986 0.077020000000000019 -0.086484999999999992 0.083715000000000026 0.085485000000000019 -0.085709999999999995 -0.085709999999999995 0.085105000000000014 -0.089549999999999991 0.098395000000000024 0.089745000000000005 0.10571500000000002 0.0031350000000000002 0.084795000000000023 0.087995000000000004 -0.024819999999999998 0.086325000000000013 -0.016814999999999997 -0.085834999999999981 0.0039400000000000008 0.10312500000000001 0.10614000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 7 8 -7 -2 -5 10 11 12 -10 14 -12 -16 17 18 19 20 21 -15 24 25 27 -24 -18 28 -22 -28
right_child=1 -3 -4 5 -6 6 -8 -9 9 -11 13 -13 -14 16 15 -17 26 -19 -20 -21 22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-9.7020183945961452e-06 -1.6780487816850078e-05 0.00024000294850194141 -0.00026628357984009198 -0.00012446035830033643 -0.00027451611846507671 -7.0518262311287063e-05 0.00037026618824298073 0.00018359379546327979 -0.00036145186871484235 -0.00013246681205817453 -0.00033200781224591251 0.00024879130578483457 0.00020509463573554449 2.1684074252992472e-05 -5.0422642379999162e-05 0.00024216099220211618 -0.00015377734773664998 0.00017645651264151991 -0.00029174982352872449 0.00025304832958811729 -9.9334271178370484e-05 0.00040489732739594974 0.00014059874943499876 -0.00035152648133225743 0.00020913274868992936 -0.00013243981686952925 -3.1096724388888004e-06 0.00012699929575319402 0.00011458833990521573 5.8611632591580069e-05
leaf_weight=196 121 22 20 31 28 22 22 21 24 21 27 34 28 47 34 20 32 39 21 21 55 22 22 25 24 21 1958 20 21 122
leaf_count=196 121 22 20 31 28 22 22 21 24 21 27 34 28 47 34 20 32 39 21 21 55 22 22 25 24 21 1958 20 21 122
internal_value=0 2.48787e-06 -3.34596e-05 6.75406e-07 -3.44789e-05 2.87822e-06 0.000149874 1.28523e-05 4.54912e-07 1.92283e-06 3.00124e-06 6.42641e-05 -5.63884e-05 9.19607e-07 -7.20415e-05 5.79417e-05 3.33179e-06 3.55677e-05 1.71909e-05 4.05281e-05 2.31627e-05 0.000143868 -2.11387e-05 -0.00012465 3.75179e-05 7.25433e-06 -1.82718e-06 -5.38587e-06 -4.02241e-05 5.10519e-07
internal_weight=0 2905 216 2883 170 2713 44 142 2669 2638 2617 86 52 2531 81 54 2450 338 299 278 257 69 188 68 120 43 2112 96 76 2080
internal_count=3121 2905 216 2883 170 2713 44 142 2669 2638 2617 86 52 2531 81 54 2450 338 299 278 257 69 188 68 120 43 2112 96 76 2080
is_linear=0
shrinkage=0.1


Tree=2933
num_leaves=31
num_cat=0
split_feature=1204 1185 1186 403 1186 129 1209 1209 1209 1212 1212 1211 1211 1212 1211 402 402 402 42 402 1213 12 0 1212 0 1212 1213 4 1213 1213
split_gain=2.20362e-05 4.92054e-05 6.33666e-05 0.000103533 2.70235e-05 2.80505e-05 2.16042e-05 3.27502e-05 8.01787e-05 2.78443e-05 4.71356e-05 3.5642e-05 2.65297e-05 3.56127e-05 4.081e-05 3.19165e-05 5.22889e-05 6.00174e-05 0.000181923 5.62301e-05 4.25596e-05 7.42483e-05 6.69881e-05 3.74925e-05 0.000180747 9.12452e-05 6.60355e-05 0.000135318 6.92658e-05 5.00892e-05
threshold=0.053645000000000005 -0.10973499999999999 -0.088079999999999978 -0.081499999999999989 -0.084639999999999979 -0.082304999999999975 -0.14444499999999996 -0.085894999999999985 -0.077594999999999983 -0.42670499999999995 -0.22254999999999997 0.12711000000000003 0.11789500000000001 0.13613500000000003 0.10326000000000002 0.13685500000000003 0.11732500000000001 0.10668000000000001 0.086325000000000013 0.10052500000000002 0.087735000000000021 0.087445000000000009 -0.086409999999999987 -0.080434999999999993 -0.086409999999999987 -0.063924999999999996 -0.086179999999999993 -0.082594999999999988 -0.082414999999999974 -0.080769999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -7 -8 -9 -10 -11 12 13 14 15 16 17 19 -19 20 23 -22 -23 24 -12 -25 27 -27 -28 -30
right_child=-2 2 4 -5 5 6 7 8 9 10 11 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 -24 25 -26 26 28 -29 29 -31
leaf_value=-0.00015717195135948715 8.5292328822106367e-05 0.00026730382296195979 -9.3027874402196186e-05 -2.6682012146920896e-05 9.8978915567775918e-05 0.00010199870252108668 -9.4521415762995428e-05 0.00017044154357992943 -9.13394144299673e-05 0.00012750771503695953 -0.00030117080870175933 -0.0001242259606897278 0.00011292066075839103 -0.00012395249990125498 0.00010416355199696329 0.00012284682221434196 -0.00016503808468769422 0.00026271740953840589 -0.00012104182567868738 -0.00016781013693530224 -0.00021862829761812465 -0.00013575962671893648 0.0001144789198524845 0.00020770930367732597 0.00011888043361977907 0.00021952128139300609 -0.00016085723946162035 -5.1328054853781531e-05 0.00014108474083514012 -4.119475703396279e-06
leaf_weight=20 30 23 32 25 28 20 38 27 35 28 21 24 20 24 36 20 20 30 21 21 25 20 23 21 20 39 28 35 24 2343
leaf_count=20 30 23 32 25 28 20 38 27 35 28 21 24 20 24 36 20 20 30 21 21 25 20 23 21 20 39 28 35 24 2343
internal_value=0 -8.2781e-07 1.90387e-07 0.000114186 -1.61967e-06 -6.41715e-07 -1.58312e-06 -2.28704e-06 -1.08053e-06 -2.68967e-06 -1.5983e-06 -2.88249e-06 -1.83904e-06 -2.66734e-06 -1.60769e-06 -3.01225e-06 -3.94766e-06 -2.74144e-06 0.000104699 -4.83284e-06 -3.51598e-06 -8.15865e-05 -1.9111e-06 -1.41847e-06 -9.62678e-05 1.4331e-07 -1.62214e-06 9.14169e-05 -4.49683e-06 -2.64719e-06
internal_weight=0 3091 3071 48 3023 2991 2963 2943 2905 2878 2843 2815 2791 2771 2747 2711 2691 2671 51 2620 2599 68 43 2531 41 2490 2469 74 2395 2367
internal_count=3121 3091 3071 48 3023 2991 2963 2943 2905 2878 2843 2815 2791 2771 2747 2711 2691 2671 51 2620 2599 68 43 2531 41 2490 2469 74 2395 2367
is_linear=0
shrinkage=0.1


Tree=2934
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1213 42 2 403 15 1213 401 401 133 1210 2 403 1210 403 133 2 2 42 403 1444 4 1 1 3 1 2 2
split_gain=2.29567e-05 0.000140008 6.19947e-05 2.14697e-05 0.000144807 0.000298494 0.000164706 4.2635e-05 4.60732e-05 3.39058e-05 5.47045e-05 9.20994e-05 5.2997e-05 0.000126694 5.68154e-05 5.45423e-05 4.70474e-05 2.20631e-05 2.251e-05 0.000148276 0.000224199 9.92824e-05 9.02287e-05 9.36635e-05 0.0002068 0.000131997 0.000452739 0.000394361 0.000110658 0.000157763
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.093235000000000026 0.090990000000000015 0.086100000000000024 -0.50388999999999984 0.088990000000000014 0.26124500000000006 -0.46360499999999999 -0.06959499999999999 0.51114000000000004 0.0028200000000000005 0.090425000000000019 -0.54856499999999986 -0.38516499999999992 -0.52641999999999989 -0.51151499999999983 0.085155000000000022 0.084550000000000014 0.086325000000000013 -1.0000000180025095e-35 -0.079374999999999987 -0.012164999999999999 0.080000000000000016 0.09202500000000001 -0.077354999999999993 0.095285000000000022 0.084245000000000014 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 9 6 -6 -5 8 -8 -3 -11 12 14 -14 -12 -16 -17 -18 19 22 21 -21 -19 28 -25 26 -26 -27 29 -24
right_child=1 3 -4 4 5 -7 7 -9 -10 10 11 -13 13 -15 15 16 17 18 -20 20 -22 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=-1.1328697443483787e-05 0.00025964255792565552 -0.00010545209637888138 -0.00017300802978247197 -0.00028927931948601325 0.00047461432914133186 -2.7556733402889223e-05 6.2075208200352091e-05 0.00015503054542239712 -0.00013260127700050363 0.00011886464301010403 -0.00012893700074138387 -0.0002012134652708799 -3.8766053771586021e-05 0.00025332251130344554 0.00016383401569328271 -0.00013845995359588415 8.7675092273847055e-05 0.00020231627138508928 -8.311097338324967e-06 -0.00010473770318920008 0.00042188126649957017 0.00015654975216448569 -4.3081661180548154e-05 0.00030210650410691209 3.2393853325629605e-05 0.00047217967745382343 -0.00051371339679462836 6.3498596163431771e-06 -0.00023625882243289163 0.00023313713529866869
leaf_weight=195 21 31 27 20 20 29 31 21 20 38 35 23 33 27 20 25 28 21 1655 26 21 33 344 26 63 20 20 199 27 22
leaf_count=195 21 31 27 20 20 29 31 21 20 38 35 23 33 27 20 25 28 21 1655 26 21 33 344 26 63 20 20 199 27 22
internal_value=0 2.37335e-06 -3.09924e-05 4.9613e-07 3.85497e-05 0.000177411 -3.54091e-05 3.51104e-05 -1.42685e-05 -1.46425e-06 -2.72958e-07 -1.96982e-06 -2.37267e-07 9.26738e-05 -2.39381e-06 -6.56943e-07 -1.95727e-06 -5.94965e-07 -1.59277e-06 1.19338e-05 0.000141281 4.14061e-05 -2.01198e-06 -7.96329e-06 3.14894e-05 8.19126e-06 -9.91983e-05 4.88914e-05 -4.08907e-05 -2.64783e-05
internal_weight=0 2899 222 2878 141 49 92 72 51 2737 2706 2668 2645 60 2585 2550 2530 2505 2477 822 80 59 742 721 328 302 83 219 393 366
internal_count=3121 2899 222 2878 141 49 92 72 51 2737 2706 2668 2645 60 2585 2550 2530 2505 2477 822 80 59 742 721 328 302 83 219 393 366
is_linear=0
shrinkage=0.1


Tree=2935
num_leaves=31
num_cat=0
split_feature=40 130 42 47 2 47 39 42 131 48 1375 1453 13 13 4 16 13 2 52 47 43 393 0 131 16 52 34 33 12 10
split_gain=2.14686e-05 5.9078e-05 6.36232e-05 2.40317e-05 0.00023246 9.74897e-05 5.98801e-05 5.50055e-05 4.63593e-05 4.63115e-05 6.46083e-05 4.1061e-05 5.71238e-05 0.000128787 5.92661e-05 7.18564e-05 4.97521e-05 6.03827e-05 4.86531e-05 4.5121e-05 4.45648e-05 4.08679e-05 3.82831e-05 3.46763e-05 4.10005e-05 8.90057e-05 3.24326e-05 6.29969e-05 3.04698e-05 0.000121874
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.10076500000000001 0.10194000000000002 0.13767000000000004 0.12649500000000002 -0.42382999999999993 -1.0000000180025095e-35 -0.016469999999999995 -0.075974999999999987 0.19806500000000002 -0.072804999999999981 -0.084154999999999994 0.085345000000000018 -0.034054999999999995 0.10904500000000002 -0.077824999999999991 0.12765500000000005 -0.24955499999999997 0.11684000000000001 -0.077074999999999991 0.093665000000000012 -0.112215 -1.0000000180025095e-35 0.12757000000000002 0.11294000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 8 7 11 9 10 -3 -6 13 16 15 -14 17 -13 -17 -19 -15 22 -12 26 -25 -26 -24 -28 29 -29
right_child=1 2 -4 4 6 -7 -8 -9 -10 -11 21 12 14 20 -16 18 -18 19 -20 -21 -22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=0.00010327387597499183 -0.00016395457817204508 0.00018196905803051779 0.00014303832398464665 -0.00035680976245203058 0.00012910474407752711 0.00021679717784060077 -0.0001683641241730324 0.00016652392904688897 -0.00014407213966478595 -0.00013959884887773788 0.0001188367137931184 -0.0001425105438543004 0.0002063392144076057 -9.6596922903700031e-05 -0.00010185800030898384 0.00011194095568498597 0.00011132439392288992 0.00014717447418661323 -7.9989589409836174e-05 -5.8199196855244023e-05 -0.00030284700782927263 0.00013426685055373643 -0.00011840348286871935 -4.6890124212950472e-05 0.00027463626711756833 -1.0112423510493145e-05 0.00017087221356286181 -3.8449846051873184e-06 -0.00010158047195633821 0.00024402826675668624
leaf_weight=20 22 20 31 20 21 21 21 20 22 23 27 33 29 20 23 25 30 20 28 23 22 23 24 20 21 23 21 2417 31 20
leaf_count=20 22 20 31 20 21 21 21 20 22 23 27 33 29 20 23 25 30 20 28 23 22 23 24 20 21 23 21 2417 31 20
internal_value=0 -6.66075e-07 5.0065e-07 -9.49044e-07 -2.6218e-05 2.17115e-06 -5.22803e-06 6.42454e-06 4.96879e-07 1.68808e-06 2.91574e-06 -5.26154e-06 -1.64145e-05 -5.64377e-05 3.99992e-05 7.97884e-05 2.28105e-06 -4.07624e-05 1.05437e-05 3.73234e-05 -0.000204633 1.55256e-06 3.80353e-07 -8.60749e-07 7.18277e-05 0.00012579 -2.71195e-06 -1.5964e-06 -3.06392e-06 -1.81074e-06
internal_weight=0 3101 3079 3048 335 2713 315 294 2692 2670 2647 274 253 148 105 82 106 76 53 43 42 2627 2604 2577 64 44 2513 2489 2468 2437
internal_count=3121 3101 3079 3048 335 2713 315 294 2692 2670 2647 274 253 148 105 82 106 76 53 43 42 2627 2604 2577 64 44 2513 2489 2468 2437
is_linear=0
shrinkage=0.1


Tree=2936
num_leaves=31
num_cat=0
split_feature=130 1 132 1203 1185 50 49 42 42 42 157 475 15 15 12 12 12 1 3 43 47 49 1456 1456 403 12 50 42 12 12
split_gain=2.46254e-05 3.03156e-05 2.35041e-05 0.000632174 0.000345722 9.40904e-05 2.04437e-05 9.56814e-05 0.000665151 0.000258978 0.000136225 0.000160164 8.08315e-05 0.00016081 5.43653e-05 0.000114015 0.000109976 6.99714e-05 0.000147042 0.000109856 5.53492e-05 4.47262e-05 7.15719e-05 8.35111e-05 0.000116408 9.83232e-05 4.37985e-05 6.4426e-05 5.15611e-05 4.85547e-05
threshold=-0.23123999999999997 0.16540500000000002 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.085805000000000006 0.083995000000000014 0.084695000000000006 0.079510000000000011 -0.06482499999999998 -0.0041249999999999993 -0.052074999999999989 -0.068899999999999975 0.090455000000000021 0.086305000000000007 0.096645000000000009 0.099660000000000012 0.11924500000000002 -0.0098449999999999979 0.12577000000000002 0.084075000000000025 0.10959500000000001 0.091180000000000011 -0.55683499999999986 0.084795000000000023 0.099595000000000017 0.094725000000000018 0.089210000000000025 0.087285000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 21 9 -9 14 11 -10 13 26 15 17 -16 19 -19 -8 -20 22 23 24 -6 -25 27 28 29 -12
right_child=1 -3 4 -5 6 -7 7 8 10 -11 12 -13 -14 -15 16 -17 -18 18 20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00010309110856842777 -6.904835692174467e-07 -0.00010626478200450679 -0.00039713060462170024 0.00055328183918304389 -0.00021615352598018946 -0.00022964858064369764 2.6115080576606232e-05 -0.00061476036737076359 0.00030422770096965207 0.0003705085193359992 -0.00016280390966858251 -6.7080581738125717e-05 0.00012292860688909929 -0.00031626268355466891 -0.00025067491393807967 0.00020892899094554919 5.8772181629055103e-06 0.00022337041670154225 -0.00015491798649936057 -0.00024525105187561935 5.5677223402502331e-05 0.00014065795338259098 -0.00015001165646632823 0.00030545764864655213 5.2825551959001235e-06 -8.1076417336589651e-06 6.8901401508839858e-05 3.3912822400452571e-05 -0.00026096822417457586 4.3456100337650805e-05
leaf_weight=23 175 27 22 21 24 20 35 20 26 20 25 21 23 24 24 29 55 31 26 26 24 24 30 20 2194 20 31 40 20 21
leaf_count=23 175 27 22 21 24 20 35 20 26 20 25 21 23 24 24 29 55 31 26 26 24 24 30 20 2194 20 31 40 20 21
internal_value=0 -7.65349e-07 1.62194e-07 3.19681e-05 -2.24414e-06 -2.41734e-05 8.224e-07 -1.70726e-05 -6.15193e-05 2.42464e-05 -1.36197e-05 0.000138324 -5.24314e-05 -7.74828e-05 -3.45456e-06 2.82416e-05 -7.20627e-05 -8.65937e-06 5.22576e-05 -8.95492e-05 -5.38323e-05 4.85497e-06 3.43046e-06 5.46911e-06 2.88649e-06 0.000148675 -3.56528e-05 -6.62299e-05 -0.000126922 -6.86417e-05
internal_weight=0 3098 3071 216 2855 195 2833 521 251 270 231 47 184 161 250 171 79 142 81 61 50 2312 2288 2258 2218 40 137 106 66 46
internal_count=3121 3098 3071 216 2855 195 2833 521 251 270 231 47 184 161 250 171 79 142 81 61 50 2312 2288 2258 2218 40 137 106 66 46
is_linear=0
shrinkage=0.1


Tree=2937
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 40 4 10 15 3 9 4 1 47 44 158 1 123 1 1 1 2 43 1426 1426 1 1 1 1 4 1
split_gain=2.18349e-05 0.000149919 8.66971e-05 1.97993e-05 2.92533e-05 3.72009e-05 2.22371e-05 0.000118766 7.04534e-05 6.36454e-05 2.945e-05 2.60868e-05 3.00127e-05 4.35816e-05 7.41563e-05 2.59131e-05 3.42765e-05 2.87191e-05 3.18531e-05 3.44945e-05 5.07507e-05 7.42429e-05 4.10036e-05 4.61178e-05 3.75623e-05 0.000154776 0.00010693 0.000234333 0.000172482 0.000118675
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.011559999999999999 -0.098289999999999975 -0.0063699999999999989 0.08925000000000001 0.6227450000000001 0.14804000000000003 0.13975500000000002 0.10049500000000001 -0.47356499999999996 0.13534000000000004 0.090420000000000014 0.13265500000000002 0.12811000000000003 0.11669000000000002 0.12198500000000001 -0.077824999999999991 -0.10090499999999998 -0.052649999999999995 0.10337500000000001 0.10471500000000002 0.096255000000000021 0.09697500000000002 -0.0083799999999999986 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 7 -6 -9 10 11 12 13 14 -8 17 -17 18 19 22 21 -21 -16 -24 26 -26 29 -28 -29 -25
right_child=1 3 -4 4 5 -7 9 8 -10 -11 -12 -13 -14 -15 15 16 -18 -19 -20 20 -22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=-6.9720671672257603e-06 0.00026853384160425607 9.2781991927791836e-05 -0.00019816842568279419 -0.0001208888112250861 -0.00018629939701273352 0.00012192383329966106 0.00016447401649202222 -4.5412543467813149e-05 0.00017235010633764132 0.00012962122971561929 0.00011195480480597801 -9.2887104631611908e-05 0.00012141989936935716 -0.00014502728878315317 0.00013956037964817371 -0.00014386567726715245 2.3888860163251159e-05 0.00011574919342473592 -0.00012432471211511819 0.00013885508442399442 0.00015413843313581311 -8.8207869208013621e-05 -0.00012346056892056367 -1.4446697326784336e-06 -0.00025228608341421933 -1.0089052271582432e-05 0.00039524864682572943 0.00011380397171198236 -0.00015662216738907293 -0.00023503681586589664
leaf_weight=195 21 23 27 20 38 25 27 39 24 38 23 31 20 21 20 29 21 21 21 24 35 36 32 1907 30 219 21 77 34 22
leaf_count=195 21 23 27 20 38 25 27 39 24 38 23 31 20 21 20 29 21 21 21 24 35 36 32 1907 30 219 21 77 34 22
internal_value=0 2.31461e-06 -3.02257e-05 3.72083e-07 -3.72375e-07 4.77829e-07 -6.02652e-07 -4.66739e-05 3.75447e-05 1.11503e-06 -7.13214e-07 -1.69183e-06 -6.11561e-07 -1.55135e-06 -3.81708e-07 -2.12792e-06 -7.34088e-05 -7.01736e-07 -1.68861e-06 -6.40437e-07 5.84409e-05 2.61731e-06 -3.0167e-06 -4.23426e-06 -2.58264e-06 -3.92694e-05 1.84967e-06 8.8924e-05 3.09707e-05 -4.10876e-06
internal_weight=0 2899 222 2878 2855 2835 2810 101 63 2709 2671 2648 2617 2597 2576 2549 50 2499 2478 2457 95 60 2362 2342 2310 249 2061 132 111 1929
internal_count=3121 2899 222 2878 2855 2835 2810 101 63 2709 2671 2648 2617 2597 2576 2549 50 2499 2478 2457 95 60 2362 2342 2310 249 2061 132 111 1929
is_linear=0
shrinkage=0.1


Tree=2938
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 130 12 34 13 9 0 10 9 48 48 48 48 15 13 457 16 47 1 3 49 2 16 51 3 0 15
split_gain=2.05873e-05 0.000676176 0.000319969 0.000119003 2.07761e-05 6.38221e-05 2.08807e-05 0.00015232 0.000102211 0.000193732 4.75745e-05 4.06697e-05 2.85241e-05 2.14195e-05 5.97745e-05 8.96354e-05 8.50807e-05 0.000127883 5.3806e-05 6.18737e-05 4.48626e-05 4.86888e-05 0.000166679 0.000130417 8.57181e-05 7.24578e-05 8.57394e-05 9.34683e-05 5.23627e-05 4.6615e-05
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.23647499999999996 0.23631000000000002 -0.057544999999999992 -0.0069799999999999992 0.091905000000000014 1.0000000180025095e-35 -0.0087699999999999983 0.082870000000000013 0.081805000000000017 0.084670000000000009 0.089350000000000013 0.091085000000000013 -0.096999999999999989 -0.0013449999999999996 0.032140000000000009 -0.083134999999999987 0.13283000000000003 0.099660000000000012 -0.0069549999999999994 0.11136000000000001 0.11237500000000002 -0.0064149999999999997 0.11508500000000001 -0.080564999999999984 -0.14001499999999997 -0.064294999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 7 10 11 -10 12 13 -6 -8 16 -16 -15 -18 20 -20 21 22 25 24 -23 26 27 -17 -26 -27
right_child=2 -3 4 -5 5 -7 8 -9 9 -11 -12 -13 -14 14 15 18 17 -19 19 -21 -22 23 -24 -25 28 29 -28 -29 -30 -31
leaf_value=-1.6730861195325172e-06 -0.0003821496133406816 0.00056911408388432821 -0.00010089614577736939 -0.0002589412615634501 -3.1482931151385267e-05 0.00017104828143188076 -4.5862789019024357e-06 0.00025917759610456418 -0.00037117484706478929 5.8367110233077608e-05 -0.00013483055411667849 0.00013321443949952601 0.00011740221770279195 -3.3056162323595751e-05 -0.00015153578574037446 7.42586651636214e-05 3.1774756900952475e-05 0.00032328190217312014 -0.00020461044094355948 1.0616395090490937e-05 -8.3316959886966895e-05 -0.00014537157673787858 -0.00023796768686936602 0.00026726200767370758 0.0002023959541489262 4.5644020873522907e-05 -6.6278447338845591e-05 0.00032633411440959514 1.1031977854664936e-06 -0.00012817603764469151
leaf_weight=178 22 21 20 20 31 22 2178 25 21 21 26 23 22 36 35 38 34 27 22 34 30 21 23 32 24 36 20 24 28 27
leaf_count=178 22 21 20 20 31 22 2178 25 21 21 26 23 22 36 35 38 34 27 22 34 30 21 23 32 24 36 20 24 28 27
internal_value=0 2.95651e-05 -2.23113e-06 -2.76598e-05 6.71022e-07 1.38128e-06 6.60334e-08 4.40454e-05 -1.60692e-06 -0.000156404 -2.40344e-05 8.08188e-07 3.03185e-05 -3.32818e-07 1.85349e-05 1.22257e-06 8.8855e-05 0.000160803 1.61154e-05 -7.3937e-05 3.27588e-05 4.55144e-05 1.21277e-05 9.89331e-05 2.51451e-05 5.1798e-05 0.00011376 0.000171836 9.40075e-05 -2.88503e-05
internal_weight=0 219 2902 198 2880 2860 2838 104 2734 42 79 2692 53 2669 491 394 97 61 359 56 303 273 168 105 73 145 82 62 52 63
internal_count=3121 219 2902 198 2880 2860 2838 104 2734 42 79 2692 53 2669 491 394 97 61 359 56 303 273 168 105 73 145 82 62 52 63
is_linear=0
shrinkage=0.1


Tree=2939
num_leaves=31
num_cat=0
split_feature=394 132 133 1176 390 128 1204 133 402 399 43 4 12 3 402 43 403 15 402 2 47 2 0 2 1 120 4 39 401 402
split_gain=2.29829e-05 0.000381177 0.00051015 1.91069e-05 9.0093e-05 2.35525e-05 4.49993e-05 2.73667e-05 2.09074e-05 4.27257e-05 2.49186e-05 8.85739e-05 0.000256968 0.000102505 9.92363e-05 8.60422e-05 6.12613e-05 0.000102177 4.93602e-05 4.78015e-05 4.04257e-05 6.86357e-05 5.79087e-05 8.76373e-05 3.93876e-05 6.62304e-05 0.000178914 6.9254e-05 3.71483e-05 0.00010134
threshold=0.0041850000000000004 -0.083284999999999984 -0.017654999999999997 0.086510000000000017 0.087070000000000022 0.11787500000000002 -0.10137499999999998 -0.37971999999999995 -0.52461999999999986 -0.087464999999999987 0.057265000000000003 -0.078629999999999992 0.086655000000000024 -0.078244999999999995 -0.43418999999999991 0.10366000000000002 -1.0000000180025095e-35 0.090750000000000011 -0.45454999999999995 0.087675000000000017 0.085770000000000027 0.092755000000000018 -0.10151999999999999 0.10644500000000001 0.16540500000000002 1.0000000180025095e-35 0.00063500000000000004 0.12768500000000002 -0.13200999999999999 -0.26424499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 -7 -8 -10 18 12 -12 15 -15 -13 -16 20 -11 -14 21 -18 -23 -24 25 27 -27 28 -20 -30
right_child=1 2 -4 -5 -6 7 8 -9 9 10 11 13 19 14 16 -17 17 -19 24 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.00014984499652200613 0.00039302746970307727 -0.00039553575255316293 0.00023811011190749318 8.0889080722304903e-05 -0.00021363737138017314 -0.00015967899500537899 -0.00010255819914164022 3.7685783657555784e-06 0.00013579185109372939 0.0001451513961001183 -0.00041871099120249886 0.0002093890201059686 -0.00010923764678279571 -0.00022714947784076381 0.00013811946967810703 -3.4882649626338092e-06 0.00017147152199565124 -0.00019890329897558941 0.00011296231974044752 6.8406079288141694e-05 -0.00011117593144856233 0.00012107610382372513 -0.00023732329631457108 3.8859517321220158e-05 0.00014083413683692927 8.378857666684781e-05 -0.00033919424458872527 0.00018283770935210802 -0.00022506055072881283 9.8059307234910425e-07
leaf_weight=20 23 27 24 28 20 20 20 21 23 24 21 37 28 24 24 39 27 30 29 33 23 21 20 27 20 20 20 21 20 2387
leaf_count=20 23 27 24 28 20 20 20 21 23 24 21 37 28 24 24 39 27 30 29 33 23 21 20 27 20 20 20 21 20 2387
internal_value=0 5.5065e-05 -9.73495e-05 -1.33732e-06 -2.09993e-06 -6.89214e-07 3.5412e-07 -7.59619e-05 -6.63517e-07 3.48702e-08 -1.04368e-06 -2.59001e-05 -0.000117002 1.56454e-06 -3.66622e-05 0.000100149 -1.00826e-05 -3.41154e-05 2.41919e-06 -1.31353e-05 7.77986e-06 3.65797e-05 -1.69803e-05 -7.86651e-05 1.05822e-06 -6.13334e-08 -0.000127703 2.01667e-06 4.5787e-07 -8.97605e-07
internal_weight=0 74 51 3047 3019 2999 2958 41 2938 2918 2895 354 82 272 196 76 172 148 2541 61 118 95 68 47 2517 2497 40 2457 2436 2407
internal_count=3121 74 51 3047 3019 2999 2958 41 2938 2918 2895 354 82 272 196 76 172 148 2541 61 118 95 68 47 2517 2497 40 2457 2436 2407
is_linear=0
shrinkage=0.1


Tree=2940
num_leaves=31
num_cat=0
split_feature=132 1185 394 50 133 13 130 4 42 130 40 120 33 9 2 40 40 40 40 1213 0 12 43 43 401 401 133 133 403 1208
split_gain=2.40345e-05 0.000157931 7.40872e-05 3.44777e-05 2.05096e-05 2.54616e-05 3.3001e-05 2.66072e-05 3.76493e-05 2.01844e-05 3.13872e-05 3.27004e-05 2.73218e-05 2.34606e-05 5.96849e-05 2.45642e-05 2.18241e-05 2.34667e-05 2.91453e-05 2.23616e-05 0.000117323 0.000141058 6.37873e-05 6.5187e-05 2.78417e-05 3.79396e-05 9.22693e-05 4.82405e-05 3.14022e-05 8.92672e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.013605000000000001 0.09227500000000001 -0.45516499999999999 0.054800000000000008 0.088310000000000013 -0.086254999999999984 -0.015274999999999999 -0.23123999999999997 -0.24290999999999999 0.088020000000000015 -0.009184999999999997 0.088235000000000022 -0.15339499999999998 -0.09083999999999999 -0.085644999999999985 -0.083564999999999987 -0.081564999999999985 0.093235000000000026 -0.086729999999999988 0.087830000000000005 0.062770000000000006 -0.010739999999999998 -0.46360499999999999 -0.06959499999999999 0.51114000000000004 0.41892500000000005 -0.54856499999999986 0.10233500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6 -9 -3 -11 12 -12 15 -15 -14 -17 -18 -19 24 -21 -22 23 -23 -20 -26 27 28 -27 -30
right_child=1 9 -4 -5 5 -7 -8 8 -10 10 11 -13 13 14 -16 16 17 18 19 20 21 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=7.7013653771568758e-05 0.00027566940026147114 9.3739036282900287e-05 -0.00021043590136936736 -0.00011817793484725473 -0.00011470265942209932 -9.291471480185376e-05 0.00012591190536113573 0.00011220608220901342 -4.0254842192750764e-05 -0.00012515154239736148 -9.5429625022613144e-05 0.00010809668742045429 -7.7608174082919635e-05 -1.9878402991073957e-05 0.00019276173800542232 0.00010192778544955044 -0.00010326869877727323 9.6831792700780378e-05 -9.7075456588138501e-05 0.00019372031614087366 -0.00018643546350314424 2.7855547654326074e-05 -6.3716390985064201e-05 0.00027007087108358978 9.7432926505509966e-05 -9.059315998456442e-05 -0.00021196968185081675 0.00015321958577260375 -3.7279704382979856e-06 0.00015285310340963458
leaf_weight=31 21 23 21 27 21 31 20 25 46 20 30 28 41 33 22 21 22 31 31 36 33 25 25 20 38 40 21 20 2281 37
leaf_count=31 21 23 21 27 21 31 20 25 46 20 30 28 41 33 22 21 22 31 31 36 33 25 25 20 38 40 21 20 2281 37
internal_value=0 2.42841e-06 -3.17116e-05 -1.30389e-05 3.27574e-06 -1.27094e-05 9.49028e-06 -1.58188e-05 1.34286e-05 4.34647e-07 -3.17017e-07 5.6365e-07 -5.08999e-07 5.16431e-07 6.51777e-05 -7.90096e-07 3.84667e-07 -4.16989e-07 4.40759e-07 -7.05433e-07 3.83198e-05 -1.59949e-05 6.43557e-05 0.000135507 -2.90337e-06 -1.70545e-06 -3.2758e-06 -1.43283e-06 -2.74456e-06 -1.22862e-06
internal_weight=0 2899 222 201 174 143 112 92 71 2878 2855 2835 2807 2777 55 2722 2681 2660 2638 2607 139 103 70 45 2468 2437 2399 2378 2358 2318
internal_count=3121 2899 222 201 174 143 112 92 71 2878 2855 2835 2807 2777 55 2722 2681 2660 2638 2607 139 103 70 45 2468 2437 2399 2378 2358 2318
is_linear=0
shrinkage=0.1


Tree=2941
num_leaves=31
num_cat=0
split_feature=130 12 403 3 403 403 401 12 12 1213 402 1211 403 399 43 400 394 130 129 1186 390 129 399 399 39 128 366 124 124 0
split_gain=2.01796e-05 5.50332e-05 1.93282e-05 0.000165291 4.63589e-05 3.64112e-05 2.52833e-05 0.00012072 0.000196218 0.000172581 5.75576e-05 2.78145e-05 0.000146478 4.43608e-05 0.000226179 8.25351e-05 3.32677e-05 3.56988e-05 3.03323e-05 2.21026e-05 5.68222e-05 2.51171e-05 2.34736e-05 2.8163e-05 2.35012e-05 5.85834e-05 4.15304e-05 4.1161e-05 2.51894e-05 3.21709e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.5492149999999999 -0.085784999999999986 -0.53762499999999991 -0.52917499999999984 -1.0000000180025095e-35 0.097325000000000009 0.096210000000000004 -0.059794999999999994 -0.45015499999999992 0.11048500000000001 0.017340000000000005 0.091255000000000017 -0.008069999999999999 0.10645500000000001 0.0047000000000000011 -0.093639999999999987 0.11424000000000001 0.089315000000000019 0.087070000000000022 0.10596500000000002 0.088080000000000006 0.087410000000000002 -0.020804999999999994 0.11976500000000002 0.087190000000000004 -0.11999499999999998 -0.088289999999999993 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 7 8 -7 -9 -8 13 -13 16 -15 -16 18 -18 19 20 21 22 23 24 26 27 -12 -26 -29 -30
right_child=1 -3 4 -5 5 6 10 9 -10 -11 11 12 -14 14 15 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.00010012566272052937 0.00027131140827391808 0.00015824538118481128 -0.00012738583328459284 -8.0466321977677157e-05 0.00011526285821606439 8.8185389662006245e-06 0.00015446487419694678 -0.00013094788453145157 -0.00038973241878141254 0.00028448037490306892 -0.00017956121577299201 0.0002444040333709078 -0.00012202723766677083 -0.0003564225023183099 0.00016343159519601616 -8.6550115962121974e-05 -1.0662583445082419e-05 0.00017201367970657254 -0.00011352873467937268 7.9508524247691697e-05 -0.00015480467955057977 8.3914326761649663e-05 9.5054573757806797e-05 -0.0001149724905024579 -0.00013772070147255859 0.00016236039928943765 2.1788103636243337e-05 8.3901629404863347e-05 1.4325320518815558e-06 -4.6392824024223963e-05
leaf_weight=20 22 22 29 34 27 30 24 20 21 20 20 24 20 21 25 28 20 23 24 34 24 35 25 22 22 22 21 35 2257 150
leaf_count=20 22 22 29 34 27 30 24 20 21 20 20 24 20 21 25 28 20 23 24 34 24 35 25 22 22 22 21 35 2257 150
internal_value=0 6.45769e-07 -4.80308e-07 5.77321e-05 -1.55867e-06 -3.39905e-07 -1.3919e-06 -5.32876e-05 -0.000155291 7.67662e-05 2.5014e-07 -1.0476e-06 7.78444e-05 -2.2838e-06 -7.86822e-05 3.13658e-05 -2.15955e-07 8.7048e-05 -1.61036e-06 -6.03222e-07 -1.63771e-06 -2.28736e-07 -1.37287e-06 -2.31861e-06 -1.33785e-06 -9.93839e-08 -7.64311e-05 -1.54992e-06 -3.23154e-07 -1.54786e-06
internal_weight=0 3101 3079 56 3023 2994 2967 91 51 40 2876 2852 44 2808 74 53 2734 43 2691 2667 2633 2609 2574 2549 2527 2486 41 2464 2442 2407
internal_count=3121 3101 3079 56 3023 2994 2967 91 51 40 2876 2852 44 2808 74 53 2734 43 2691 2667 2633 2609 2574 2549 2527 2486 41 2464 2442 2407
is_linear=0
shrinkage=0.1


Tree=2942
num_leaves=31
num_cat=0
split_feature=390 12 1186 43 130 394 128 128 128 4 33 9 2 41 41 15 403 42 403 403 402 1210 42 4 133 1210 12 1210 403 402
split_gain=2.02089e-05 5.89332e-05 3.26033e-05 0.000206654 0.000201741 9.16132e-05 2.5745e-05 6.61357e-05 4.79327e-05 6.24687e-05 2.49774e-05 2.72179e-05 0.000112635 2.73812e-05 0.00012138 3.77934e-05 2.49404e-05 0.000197318 5.30417e-05 6.19964e-05 6.71949e-05 3.05524e-05 0.000146927 0.000175853 0.000206568 4.39265e-05 0.000114236 8.21561e-05 5.17895e-05 0.000139283
threshold=0.087590000000000015 0.088485000000000022 0.057025000000000006 -0.012164999999999999 -0.015164999999999998 0.12358500000000001 0.11059000000000001 0.11976500000000002 0.10318000000000001 -0.082349999999999993 -0.044254999999999996 0.088235000000000022 -0.14451499999999998 0.086565000000000017 0.090905000000000014 -0.098289999999999975 -0.5492149999999999 0.091205000000000008 -0.5425549999999999 -0.5335399999999999 0.23460000000000003 -0.077744999999999995 0.087075000000000014 -0.079329999999999984 -0.0047949999999999989 -0.051429999999999997 0.090455000000000021 -0.0061249999999999994 -0.44023999999999991 -0.45454999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 8 -8 10 -10 -1 13 -13 16 -15 -16 17 -12 -18 -20 21 22 23 24 -21 26 -23 -27 29 -29
right_child=1 -3 3 4 -6 -7 7 -9 9 -11 11 12 -14 14 15 -17 18 -19 19 20 -22 25 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.00010772675270259026 -4.99355959618697e-05 0.00016737083586541792 0.00010212896677563922 -8.5790010912619028e-06 -0.00044740861696482173 0.000213976931408979 -0.00018232015217007656 2.4720191443824054e-05 0.00022842317874684733 -1.8520915182307364e-05 -0.00010018708766438069 2.9196678636852575e-05 -0.00025559677586508249 0.00027057273907303168 7.7627405888051733e-05 -8.5375447066105681e-05 -0.00016554055924643762 0.00029410052408242009 0.00017332211020402611 -0.00032353242579847576 -0.00016996888637853166 -0.00028008509167193552 0.00026802781903825237 0.00022252688557438725 6.8714755189861973e-05 0.0001818631895730505 4.0558491251431407e-05 9.464716815273279e-05 -1.9891236296709863e-06 -0.00025087462750629394
leaf_weight=21 24 26 39 22 20 20 27 36 21 20 30 41 21 20 25 33 20 22 20 25 24 20 24 22 29 24 25 20 2372 28
leaf_count=21 24 26 39 22 20 20 27 36 21 20 30 41 21 20 25 33 20 22 20 25 24 20 24 22 29 24 25 20 2372 28
internal_value=0 6.30637e-05 -1.02676e-06 -6.36282e-05 -0.000217545 6.69136e-07 -7.6728e-07 -6.40114e-05 6.03335e-07 0.000107963 -9.3251e-07 -1.73456e-06 -6.72656e-05 -2.74656e-07 5.81378e-05 -1.51156e-05 -1.95901e-06 6.66269e-05 -3.30332e-06 -2.07099e-06 -3.41345e-06 -1.86948e-06 5.23268e-05 -1.57894e-05 -0.000112881 -4.04691e-06 -0.00010195 -2.24428e-06 -4.07014e-06 -0.000106907
internal_weight=0 50 3071 81 42 2990 2970 63 2907 41 2866 2845 62 2783 78 58 2705 52 2653 2633 2613 2589 100 76 54 2489 45 2444 2420 48
internal_count=3121 50 3071 81 42 2990 2970 63 2907 41 2866 2845 62 2783 78 58 2705 52 2653 2633 2613 2589 100 76 54 2489 45 2444 2420 48
is_linear=0
shrinkage=0.1


Tree=2943
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 33 9 0 130 1 133 12 1212 130 401 15 4 3 42 15 13 13 160 3 3 160 133 13 43 13 15
split_gain=2.12552e-05 0.000603608 0.000324648 0.000110228 1.96798e-05 2.43601e-05 5.79072e-05 1.92739e-05 3.07034e-05 1.94143e-05 7.20398e-05 6.0807e-05 7.18745e-05 0.000114028 4.90843e-05 8.36614e-05 7.70212e-05 4.5845e-05 3.14514e-05 3.00633e-05 0.000155472 0.000392243 0.000143185 0.000333335 0.000173645 0.000200386 0.000107034 0.000159474 7.66514e-05 6.86609e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.009184999999999997 0.088235000000000022 -0.082619999999999985 -0.23123999999999997 0.16540500000000002 -0.14032999999999998 0.10312500000000001 -0.022679999999999995 -0.004729999999999999 0.089045000000000013 0.091915000000000011 -0.0029599999999999995 -0.082404999999999992 0.086555000000000007 0.087260000000000018 -0.089109999999999981 -0.088069999999999996 -0.013904999999999999 -0.078724999999999976 -0.081054999999999974 0.085045000000000023 -0.040449999999999993 -0.087404999999999997 -0.081154999999999991 -0.095304999999999987 -0.09551999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 7 -7 -6 9 10 11 18 -13 14 15 16 -14 -17 -9 22 21 -21 23 28 25 -24 27 -22 -11 -27
right_child=2 -3 4 -5 5 6 -8 8 -10 19 -12 12 13 -15 -16 17 -18 -19 -20 20 26 -23 24 -25 -26 29 -28 -29 -30 -31
leaf_value=9.8407449258139541e-07 -0.00038495277271563696 0.00053981555772354901 -7.8590111966590369e-05 -0.00024661749546794459 9.340368467912248e-05 0.00020344883778307122 -5.8394494037481945e-06 -0.0001480874653290292 -0.00012102353794034571 2.9835953597054986e-05 -0.00014413015543885362 -7.3282887972579507e-05 8.2011698042541478e-05 0.00030063693787572756 -8.1340263859601707e-05 -0.00012045150284566695 0.00032801297551486645 9.1098714037798358e-05 2.4984066580405594e-05 -0.00015516808099081655 3.0032609951872891e-05 0.00039334631301244375 0.0003485679753463377 -0.00037182527733550943 -0.00018697371797316009 0.00010341891681981416 1.2998616370094104e-06 -0.00035523136965431542 -0.0001333706829829553 -3.2431227118231829e-05
leaf_weight=178 22 21 31 20 22 20 39 21 21 87 22 28 35 24 20 21 20 20 21 22 22 32 22 35 32 65 2047 21 43 87
leaf_count=178 22 21 31 20 22 20 39 21 21 87 22 28 35 24 20 21 20 20 21 22 22 32 22 35 32 65 2047 21 43 87
internal_value=0 3.00408e-05 -2.26703e-06 -2.40262e-05 6.56261e-07 1.51854e-06 6.51057e-05 1.73866e-07 -5.67122e-07 3.53731e-07 2.80331e-05 4.60693e-05 7.29745e-05 0.000102226 6.11755e-05 9.08663e-05 0.000171467 -1.72563e-05 -6.15517e-05 -2.1996e-06 2.34844e-06 0.000169877 -2.84826e-05 -9.78976e-05 2.71167e-05 6.64897e-05 -1.98006e-06 -0.00015812 -2.41478e-05 2.56626e-05
internal_weight=0 219 2902 198 2880 2849 59 2790 2768 2747 232 210 168 140 116 96 55 41 42 2515 2144 54 371 165 206 174 2090 43 130 152
internal_count=3121 219 2902 198 2880 2849 59 2790 2768 2747 232 210 168 140 116 96 55 41 42 2515 2144 54 371 165 206 174 2090 43 130 152
is_linear=0
shrinkage=0.1


Tree=2944
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 10 2 10 16 34 33 45 142 2 48 51 2 4 51 48 472 475 157 160 16 157 151 3 3 4 3
split_gain=2.02513e-05 0.000157061 9.02911e-05 1.92985e-05 5.59952e-05 5.71979e-05 4.4702e-05 0.000168302 0.000195787 4.72208e-05 2.20839e-05 2.94209e-05 2.33756e-05 2.63979e-05 2.05505e-05 0.000114836 8.1774e-05 4.39481e-05 5.632e-05 3.14606e-05 6.99426e-05 3.36038e-05 0.000152034 0.000249564 0.000104593 0.00010718 2.65076e-05 0.000134066 0.000124201 0.000412129
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.011559999999999999 -0.056919999999999991 -0.080814999999999984 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 0.15609500000000001 0.15068000000000001 0.13831000000000002 0.11585500000000001 -0.010655 0.123935 0.12474000000000002 -0.38234499999999999 0.13528000000000004 -0.087424999999999989 -0.089549999999999991 -0.012324999999999997 -0.086394999999999986 -0.5145249999999999 -0.081644999999999981 -0.081814999999999985 -0.078629999999999992 -0.028564999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 7 8 -6 -8 11 -11 13 14 17 16 -16 18 19 -13 21 22 -21 -24 -23 -26 27 -27 29 -28
right_child=1 3 -4 4 6 -7 9 -9 -10 10 -12 12 -14 -15 15 -17 -18 -19 -20 20 -22 24 23 -25 25 26 28 -29 -30 -31
leaf_value=-5.3782968396449299e-06 0.00027471646455870497 -9.7647808288456873e-05 -0.00020049741088533433 1.6827554472478197e-06 2.9092098529872604e-05 0.00023797924590326149 0.00013050536617811303 0.000105181336014842 -0.00039454835084408544 0.00011891803376654157 -7.7827705639619028e-05 -0.00012689198527368717 8.9377271621648616e-05 -0.00011256623956363737 -0.00011415691137938809 0.00023932012668608323 0.00011871447422890925 -0.00012194968810945283 0.00012576930426543446 9.5817854776829051e-05 0.00018075336868475592 0.00019926597798565547 8.7457177394990935e-05 -0.00034164858856952792 -0.00022209776851179249 6.2643021510276439e-06 -0.00025348849864335866 0.00026762817040435041 3.317262423724201e-06 4.5074097267028059e-05
leaf_weight=195 21 20 27 21 20 20 28 30 24 21 36 20 29 21 38 23 25 30 35 37 21 26 23 33 22 1049 82 20 1018 106
leaf_count=195 21 20 27 21 20 20 28 30 24 21 36 20 29 21 38 23 25 30 35 37 21 26 23 33 22 1049 82 20 1018 106
internal_value=0 2.22912e-06 -2.9109e-05 2.40852e-07 9.25867e-07 0.000116949 -7.62796e-07 -7.74578e-05 -0.000201985 1.30626e-06 -2.61757e-08 1.01931e-06 8.78299e-08 -8.97105e-07 2.07129e-09 4.80728e-05 -2.17476e-05 -1.63714e-06 -1.88752e-07 -1.98303e-06 -9.57922e-07 -2.53737e-06 -6.14799e-05 -0.000165409 -1.77636e-07 -2.43516e-06 -3.10951e-07 1.11542e-05 -1.04737e-05 -8.515e-05
internal_weight=0 2899 222 2878 2858 41 2817 74 44 2743 2715 2679 2658 2629 2608 86 63 2522 2492 2457 2437 2416 93 56 2323 2297 2275 1069 1206 188
internal_count=3121 2899 222 2878 2858 41 2817 74 44 2743 2715 2679 2658 2629 2608 86 63 2522 2492 2457 2437 2416 93 56 2323 2297 2275 1069 1206 188
is_linear=0
shrinkage=0.1


Tree=2945
num_leaves=31
num_cat=0
split_feature=33 9 16 13 132 1186 394 393 394 403 4 399 132 4 2 129 391 15 15 402 15 4 4 16 403 3 1213 1455 160 16
split_gain=2.17217e-05 2.02452e-05 0.000415315 0.000136417 2.20922e-05 0.0006283 0.000304101 5.68351e-05 2.84181e-05 2.6647e-05 5.14502e-05 4.53954e-05 3.84929e-05 6.71235e-05 4.54281e-05 2.54386e-05 3.31528e-05 2.17934e-05 0.000160498 0.000108685 6.44734e-05 6.32237e-05 0.000123147 0.0001187 6.22477e-05 0.000398183 6.28862e-05 5.62281e-05 7.7165e-05 5.97828e-05
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.076384999999999995 -0.083284999999999984 0.0044650000000000011 0.11233000000000001 0.10317000000000003 0.0041850000000000004 -0.090484999999999996 -0.069999999999999993 0.088015000000000024 -0.41127499999999995 0.071150000000000005 0.097220000000000015 -0.082304999999999975 -0.083929999999999991 0.089740000000000014 0.090325000000000003 0.14968500000000004 0.089485000000000023 -0.083644999999999983 -0.080744999999999997 -0.0057949999999999989 -0.5335399999999999 -0.085784999999999986 0.26538000000000006 -0.065979999999999983 0.10070500000000002 0.058835000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 7 8 9 15 -2 11 -11 14 -14 -12 -6 -17 20 -19 21 24 23 -23 -20 25 -18 -26 -24 29 -29
right_child=1 2 -4 -5 6 -7 -8 -9 -10 10 12 -13 13 -15 -16 16 17 18 19 -21 -22 22 27 -25 26 -27 -28 28 -30 -31
leaf_value=-8.3291124810198065e-05 0.00010172863068873995 4.7930337136083682e-05 0.00043341902706742989 -0.00030916950054233895 0.00010392026831497155 0.00055014735511836729 -0.00037302701503821563 -0.00018103311498028537 9.8701608465426985e-05 -0.00022355077282554703 -1.3998975602747953e-05 -1.9559542700638609e-05 3.8041035230933287e-05 -0.00018092324488905087 0.00018475391312360604 -0.00012996664125239477 0.00045241853455081589 0.00027568395813906812 -0.00025809784204719347 -0.00021711276356308233 -0.00017554071118039167 0.00021310502882389461 -0.00011689755935852494 1.1036251035285093e-05 -4.0196398004558053e-06 -0.00012361867595852042 -0.00014984633322455919 -1.9043024233616377e-06 0.00019152071243017698 0.00013813042828320142
leaf_weight=31 20 23 20 20 23 21 22 21 29 20 23 24 42 21 23 20 20 23 23 21 22 34 30 57 2073 30 30 295 26 34
leaf_count=31 20 23 20 20 23 21 22 21 29 20 23 24 42 21 23 20 20 23 23 21 22 34 30 57 2073 30 30 295 26 34
internal_value=0 8.35611e-07 5.69427e-05 -0.000118163 -3.32127e-07 3.05638e-05 -2.69437e-06 -2.56797e-05 2.25813e-07 -6.82181e-06 -2.10114e-05 -0.000112283 1.58321e-05 -3.49471e-05 8.53775e-05 -8.08522e-07 -1.68827e-06 -7.44357e-07 1.71768e-05 5.74288e-06 -5.21848e-06 1.51216e-05 3.06751e-05 -6.63398e-05 -3.47807e-06 0.000106796 -6.09991e-06 1.45644e-05 2.56738e-05 1.25674e-05
internal_weight=0 3090 63 43 3027 215 2812 194 2790 173 153 44 109 63 46 2761 2738 2718 543 520 2175 499 419 80 2153 50 2103 385 355 329
internal_count=3121 3090 63 43 3027 215 2812 194 2790 173 153 44 109 63 46 2761 2738 2718 543 520 2175 499 419 80 2153 50 2103 385 355 329
is_linear=0
shrinkage=0.1


Tree=2946
num_leaves=31
num_cat=0
split_feature=130 39 0 1213 0 42 0 12 12 12 3 1374 42 1375 52 132 1 1204 132 394 0 15 0 42 0 402 12 42 481 0
split_gain=2.06691e-05 3.1788e-05 2.01484e-05 0.00010369 0.000423109 0.000404133 6.68859e-05 0.000637835 0.000346014 0.000353692 0.000336022 0.000243608 0.000185517 0.000115624 7.655e-05 6.04338e-05 0.000709593 0.000387077 0.000136908 0.00012775 7.75577e-05 0.000113782 0.000103294 0.000208396 0.000186335 0.000105109 0.000100412 5.8639e-05 5.46796e-05 9.35899e-05
threshold=-0.23123999999999997 0.15619500000000003 -0.087319999999999995 0.04198000000000001 -0.087794999999999998 0.087195000000000009 -0.085669999999999982 0.083715000000000026 0.085250000000000006 0.086305000000000007 -0.086224999999999982 0.088460000000000011 0.087075000000000014 -0.096099999999999977 0.087435000000000013 -0.083284999999999984 0.089475000000000013 -0.082199999999999981 -0.089024999999999979 0.013605000000000001 -0.084674999999999986 0.086885000000000004 -0.084044999999999995 0.088060000000000013 -0.083804999999999977 0.27918000000000004 0.084405000000000022 -0.069529999999999995 -0.16223499999999996 -0.082844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 27 7 -4 10 -10 -9 13 14 -8 -11 16 18 -17 -15 20 21 26 23 -22 -24 28 -19 -5 -26 -30
right_child=1 -3 6 5 -6 -7 11 8 9 12 -12 -13 -14 15 -16 17 -18 19 -20 -21 22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=9.4447525233313763e-05 -7.1949300942791817e-06 -0.00012636497936910018 -0.00043941894013683352 7.7856755072796912e-05 -0.00035165008114229233 0.00046474572578021752 0.00022276570828883756 0.00067516393955884273 -0.00027393668933991985 0.00012582087060764024 0.00012523659691214561 -0.00030959107488160955 0.0003364364374119173 2.5550964715471815e-06 -0.00011989083099511586 -0.00034762950455728974 0.00052130670046945276 0.00015757675082568313 -0.00029319698183826403 0.00025479044714302293 -1.7272200878529299e-05 -0.00027905133671689931 -0.00028851622892861169 0.00039675938751315698 -0.0001515690400518234 0.00022163497527468614 -0.00014304087896016427 -0.00011095973750343547 0.00012499680371666862 -1.6960446871767791e-06
leaf_weight=23 985 20 22 29 37 22 24 20 27 32 25 25 31 72 21 32 27 20 20 20 31 24 22 20 23 22 25 38 61 1321
leaf_count=23 985 20 22 29 37 22 24 20 27 32 25 25 31 72 21 32 27 20 20 20 31 24 22 20 23 22 25 38 61 1321
internal_value=0 -7.01208e-07 1.15321e-07 -1.06501e-05 -1.96654e-05 9.2874e-05 6.19585e-06 6.4656e-05 0.000135744 4.09171e-05 0.000369649 3.79239e-07 0.00014212 4.77224e-06 2.84634e-05 1.76544e-06 7.05488e-05 -3.28405e-06 -6.17388e-05 3.65053e-06 4.49257e-07 -0.000103213 5.21774e-06 0.000145093 2.94586e-07 4.74717e-06 -9.43304e-06 -2.92332e-05 1.35106e-06 3.89604e-06
internal_weight=0 3098 3078 1111 1022 89 1967 178 156 111 45 1789 84 1764 53 1740 119 1621 92 1589 1569 69 1500 51 1449 1427 45 67 1405 1382
internal_count=3121 3098 3078 1111 1022 89 1967 178 156 111 45 1789 84 1764 53 1740 119 1621 92 1589 1569 69 1500 51 1449 1427 45 67 1405 1382
is_linear=0
shrinkage=0.1


Tree=2947
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1201 1374 48 1186 130 130 49 132 1204 1429 156 11 51 11 471 11 11 156 33 9 13 157 133 43 2 1375 1375
split_gain=2.36958e-05 0.000121059 8.13683e-05 2.17313e-05 2.06158e-05 0.000134978 2.05861e-05 2.17886e-05 4.28781e-05 6.3666e-05 2.67663e-05 4.40165e-05 2.04133e-05 6.73566e-05 2.61173e-05 8.80616e-05 7.9187e-05 3.56617e-05 3.6351e-05 3.21476e-05 3.07859e-05 2.98417e-05 3.96545e-05 2.91604e-05 2.74195e-05 0.000245237 0.000253283 0.000204333 0.000156477 7.40153e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.081779999999999978 -0.096434999999999979 0.087215000000000015 -0.086839999999999987 0.085870000000000016 0.09364500000000002 0.09567500000000001 -0.41127499999999995 -0.036244999999999993 -0.23752499999999996 0.32523500000000005 0.092630000000000018 -1.0000000180025095e-35 0.086595000000000019 0.10277000000000001 0.082485000000000017 0.080455000000000013 -0.092624999999999985 -0.009184999999999997 0.088235000000000022 0.086705000000000018 -0.087319999999999995 0.085760000000000017 -0.08231999999999999 0.087470000000000006 -0.15308499999999997 -0.088929999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -3 5 -5 -1 10 -9 -10 -8 -12 -6 14 16 -16 17 18 19 20 -14 -22 24 -17 25 26 -23 -28 -26 -30
right_child=1 3 -4 4 12 -7 7 8 9 -11 11 -13 13 -15 15 23 -18 -19 -20 -21 21 22 -24 -25 28 -27 27 -29 29 -31
leaf_value=8.4566724087510792e-05 0.00024163781781680883 9.5424387776195851e-05 -0.00019418704374671777 -0.0001938109130283157 -9.9651648197323099e-05 0.0001394007241469808 3.5206147498684004e-05 0.00014065188257691695 5.8733438608113725e-05 -0.00015153427252698748 -2.6381042640754131e-05 -0.00019473777720122599 -0.00010723098820798678 0.00018459451472153888 -0.00018090734096900139 0.00010300078164828636 0.00014353742993150194 0.00012397418917237739 -0.00012909224487057974 0.00012321928727379559 -0.00010255512437912071 -0.00026559648745489995 0.00010401576279479276 -5.7609659093031959e-05 -0.00025152704643551259 0.00027894301621761935 0.00027914475005153303 -9.6470632731022012e-05 0.00018688107028581381 -1.704920505875152e-06
leaf_weight=21 21 24 27 31 20 20 25 21 36 24 44 24 27 20 33 26 39 23 22 21 28 32 37 20 25 33 28 30 21 2318
leaf_count=21 21 24 27 31 20 20 25 21 36 24 44 24 27 20 33 26 39 23 22 21 28 32 37 20 25 33 28 30 21 2318
internal_value=0 2.41126e-06 -3.14874e-05 6.65683e-07 -1.31167e-07 -6.31397e-05 -8.95973e-06 -2.02474e-05 1.767e-05 -2.53736e-05 -5.32722e-05 -8.58011e-05 1.01526e-06 1.7387e-06 4.15098e-07 -5.62546e-05 2.0831e-06 -2.61944e-09 -1.09014e-06 -7.04053e-09 -1.01043e-06 1.13372e-07 1.25233e-06 3.31702e-05 -2.76523e-07 4.57558e-05 -3.97462e-05 8.48609e-05 -2.67161e-06 -1.17586e-08
internal_weight=0 2899 222 2878 2854 51 195 174 81 60 93 68 2803 2783 2763 79 2684 2645 2622 2600 2579 2552 2524 46 2487 123 90 58 2364 2339
internal_count=3121 2899 222 2878 2854 51 195 174 81 60 93 68 2803 2783 2763 79 2684 2645 2622 2600 2579 2552 2524 46 2487 123 90 58 2364 2339
is_linear=0
shrinkage=0.1


Tree=2948
num_leaves=31
num_cat=0
split_feature=128 132 1203 1185 50 1204 3 49 2 12 1204 394 130 40 12 0 43 12 133 403 12 403 1456 4 4 42 4 133 403 133
split_gain=2.14373e-05 3.43305e-05 0.000873741 0.000344574 0.000126396 2.43211e-05 5.46746e-05 2.40979e-05 5.9764e-05 5.47595e-05 3.47567e-05 2.29535e-05 2.12942e-05 3.03301e-05 3.05705e-05 4.25557e-05 2.64179e-05 2.37724e-05 3.74774e-05 3.55793e-05 0.000216974 7.90156e-05 3.15313e-05 3.28454e-05 0.000189154 0.000106559 9.46362e-05 0.00025177 0.000216642 0.000174149
threshold=0.11787500000000002 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.087730000000000016 -0.081079999999999985 -0.087614999999999985 0.10211000000000002 0.10222000000000002 0.10866500000000003 -0.0030749999999999996 -0.14580499999999996 -0.23123999999999997 -0.24290999999999999 0.13043000000000002 -0.019414999999999998 -0.52440999999999993 0.11586 0.017095000000000003 -0.53960999999999981 0.092355000000000007 -0.53255499999999989 0.11510000000000002 -0.081984999999999988 -0.082349999999999993 0.091625000000000012 -0.079764999999999989 -0.0084449999999999994 -0.0047449999999999992 -0.089569999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 7 6 -5 8 9 10 -1 -7 -13 -14 16 -16 -15 19 -19 20 -18 -21 23 24 25 -23 27 28 -25 -30
right_child=-2 3 -4 5 -6 11 -8 -9 -10 -11 -12 12 13 14 15 -17 17 18 -20 21 -22 22 -24 26 -26 -27 -28 -29 29 -31
leaf_value=3.4573476429206243e-05 -6.7761371405061291e-05 -0.00039602827667047015 0.00066825011090259072 -2.4034911495681596e-05 -0.00026525962508458181 -0.00010175882670182546 0.00018001011212618324 0.00010396816243883223 -0.0001608407581047884 0.00016617021872662008 -8.5716845804687726e-05 0.00010110569259961182 -0.0001226739897629159 -8.6711196106209956e-05 0.00019115194481855724 -1.0395444075005468e-05 -9.3999421113875479e-05 2.5174480010718981e-05 -0.0001639653386849783 -0.00019798077653831572 0.00025869212818868231 -3.0028678328557102e-06 9.0789649878458422e-05 0.00025628195403442077 0.00030265239816482949 0.00017541725303292174 -5.998213400630818e-07 -0.00031257730928094441 6.0201087966561324e-05 -0.0003356959376105806
leaf_weight=58 46 22 20 29 20 22 24 20 23 20 41 21 20 35 20 22 37 20 22 20 33 477 39 24 23 36 1846 36 25 20
leaf_count=58 46 22 20 29 20 22 24 20 23 20 41 21 20 35 20 22 37 20 22 20 33 477 39 24 23 36 1846 36 25 20
internal_value=0 1.01365e-06 4.08619e-05 -1.78807e-06 -2.80818e-05 1.25412e-06 6.83628e-05 1.19939e-06 -1.32751e-05 1.5246e-05 -1.52437e-05 -1.70594e-08 7.89251e-07 2.45889e-08 9.21836e-07 8.55795e-05 -3.98484e-07 7.38064e-07 -7.38988e-05 1.93636e-06 7.22695e-05 2.61632e-09 1.57018e-06 1.71082e-07 2.20964e-05 9.51784e-06 -5.85247e-06 -9.81991e-05 1.36504e-05 -0.000115753
internal_weight=0 3075 202 2873 182 2851 53 162 142 119 99 2798 2776 2755 2735 42 2693 2658 42 2616 70 2546 2526 2487 536 513 1951 105 69 45
internal_count=3121 3075 202 2873 182 2851 53 162 142 119 99 2798 2776 2755 2735 42 2693 2658 42 2616 70 2546 2526 2487 536 513 1951 105 69 45
is_linear=0
shrinkage=0.1


Tree=2949
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 40 0 4 2 52 52 1204 130 484 484 2 13 481 1446 481 484 1456 133 2 474 160 481 159 3 484 1
split_gain=2.37473e-05 0.000137186 0.000110733 2.11217e-05 5.33752e-05 1.9911e-05 5.0529e-05 3.2442e-05 5.02002e-05 2.18025e-05 2.95928e-05 2.95144e-05 1.89268e-05 2.88604e-05 8.28287e-05 9.06278e-05 3.04958e-05 0.000135083 5.06996e-05 0.000380423 4.40154e-05 0.000159647 0.000256798 0.000110605 7.00164e-05 6.70234e-05 6.60456e-05 9.05552e-05 3.15259e-05 8.11901e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23647499999999996 -0.23755499999999996 -0.11242999999999999 0.066685000000000008 0.097385000000000013 0.089325000000000015 0.08734500000000002 -0.0030749999999999996 -0.015164999999999998 -0.52850499999999989 -0.23687999999999995 0.094095000000000012 -0.083364999999999981 -0.15265499999999996 0.037915000000000011 -0.086484999999999992 -0.081614999999999979 0.0058550000000000008 0.11269500000000002 0.083865000000000009 0.088710000000000011 -0.080719999999999986 -0.066814999999999986 -0.087844999999999993 -0.084524999999999975 -0.074759999999999979 0.088770000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 -5 -1 7 8 9 10 11 -7 -6 14 15 -14 17 -15 19 -18 28 22 -22 24 26 -26 -24 -28 29 -20
right_child=1 3 -4 4 12 6 -8 -9 -10 -11 -12 -13 13 16 -16 -17 18 -19 20 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=8.928058238780069e-05 0.00025707684662414808 -0.00010185253850067966 -0.00022132231054085964 0.00014120745405240019 -9.6998033768613823e-05 -4.8198923865460203e-05 -0.00016155712988360653 9.0025925451567789e-05 -0.00014998998758528615 0.000104605745873414 -9.2179468880078345e-05 0.00011061366304056719 0.00012523316003353104 -0.00025774443973783823 0.0001866683140706887 -0.00016888986293369355 -0.0001155070467961416 9.6835478879733099e-05 0.00012111482580971474 0.00042894983551897375 -0.00038443777430074988 0.0002167459279007744 -0.00016434507724625292 0.00018760400605970064 -4.1004720405908304e-05 -0.00029679294422662466 -8.1113536402376165e-05 0.00017788049291185518 -4.412986693400967e-07 -7.7767439555221556e-05
leaf_weight=20 21 20 27 27 20 22 21 34 24 20 29 25 20 22 31 22 33 21 65 21 24 20 20 20 20 21 27 27 2367 30
leaf_count=20 21 20 27 27 20 22 21 34 24 20 29 25 20 22 31 22 33 21 65 21 24 20 20 20 20 21 27 27 2367 30
internal_value=0 2.41388e-06 -3.15216e-05 5.55668e-07 1.27231e-06 -5.24149e-06 -1.6044e-05 3.79868e-06 -2.06324e-05 1.1707e-05 -1.274e-05 3.62759e-05 -6.22878e-08 6.27401e-07 6.26822e-05 -2.88313e-05 -1.02709e-06 -8.45775e-05 3.05994e-07 9.62262e-05 -1.65527e-06 -4.95332e-05 -8.30275e-05 -2.94434e-05 -6.71908e-05 -0.000172018 -9.11073e-06 4.83835e-05 1.82571e-06 5.83099e-05
internal_weight=0 2899 222 2878 2858 195 175 154 120 96 76 47 2831 2811 73 42 2738 43 2695 54 2641 179 159 135 115 41 74 54 2462 95
internal_count=3121 2899 222 2878 2858 195 175 154 120 96 76 47 2831 2811 73 42 2738 43 2695 54 2641 179 159 135 115 41 74 54 2462 95
is_linear=0
shrinkage=0.1


Tree=2950
num_leaves=31
num_cat=0
split_feature=12 130 10 1 0 33 124 132 1203 393 124 1 131 13 1 45 3 3 13 1429 16 16 0 3 3 43 52 1 124 160
split_gain=2.0378e-05 7.11438e-05 1.97576e-05 0.00011737 9.58593e-05 5.08232e-05 3.58646e-05 2.09213e-05 0.000151657 0.000105222 2.15808e-05 2.69398e-05 0.00010869 0.000159044 3.70632e-05 3.45897e-05 3.41693e-05 0.000165656 6.56472e-05 5.77085e-05 7.0229e-05 0.000270009 7.47126e-05 7.4355e-05 7.97307e-05 7.2615e-05 7.14852e-05 0.000217524 0.00033623 0.000212829
threshold=0.23631000000000002 -0.22562499999999999 -0.011559999999999999 0.093400000000000025 -0.094299999999999981 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.083449999999999983 0.089480000000000018 0.12679500000000002 0.08919500000000001 0.13756000000000004 0.09172000000000001 -0.13710499999999998 0.13534000000000004 0.094030000000000016 -0.042499999999999989 -0.053259999999999995 -0.15714499999999998 -0.026244999999999997 -0.0019699999999999995 0.013515000000000001 -0.038659999999999993 0.084940000000000015 0.10299500000000002 -0.085474999999999982 -0.080114999999999978 0.089370000000000019 -0.081719999999999987 0.096485000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 -6 8 -7 10 11 14 13 -13 15 16 17 18 -9 -18 25 -22 -23 -24 -25 -21 27 -27 -29 -28
right_child=-2 2 5 4 6 7 -8 9 -10 -11 -12 12 -14 -15 -16 -17 19 -19 -20 20 21 22 23 24 -26 26 29 28 -30 -31
leaf_value=0.00016870771214598791 -9.3780128902479836e-05 -0.00025486944442881007 0.00013494819452586985 0.00016090515782707371 1.552052710300406e-05 -3.5520309831600828e-06 -0.00014043453661997775 -0.00015907893858429118 -0.00029269889550050723 0.00021976423317524182 -7.6728723454127457e-05 -4.7981970710679888e-05 -0.00013617498271659397 0.00026579435808733769 -0.00012179682397982107 -0.00012152253319705463 -9.8976593456297582e-05 -0.00028354663265331296 8.6212068962225322e-07 0.00016405677699906477 0.0004322572334785946 -3.8572426513453071e-05 -4.610929584790332e-05 0.00030837800001487872 5.061411047790898e-05 0.00016466319499158999 -1.9300565358207679e-05 5.0680559052125315e-05 -0.00052917302506102722 0.00026632946862567526
leaf_weight=25 23 21 28 28 29 195 30 26 20 22 36 30 22 35 25 23 35 21 1976 27 20 65 21 24 24 20 200 20 20 30
leaf_count=25 23 21 28 28 29 195 30 26 20 22 36 30 22 35 25 23 35 21 1976 27 20 65 21 24 24 20 200 20 20 30
internal_value=0 6.96225e-07 -6.70611e-07 -4.26838e-05 8.53337e-06 8.5972e-07 -6.37787e-05 -4.18618e-07 -3.04494e-05 1.9534e-06 1.78641e-07 1.21793e-06 5.59482e-05 0.000120975 -6.29775e-07 5.57206e-07 1.66746e-06 -4.14581e-06 -1.21504e-06 2.49091e-05 3.4115e-05 8.95159e-05 3.83605e-05 0.000110834 0.000179496 7.201e-06 -7.40281e-06 -0.00010461 -0.000239246 1.79555e-05
internal_weight=0 3098 3073 108 87 2965 59 2937 215 2722 2700 2664 87 65 2577 2552 2529 2023 2002 506 471 154 134 69 48 317 290 60 40 230
internal_count=3121 3098 3073 108 87 2965 59 2937 215 2722 2700 2664 87 65 2577 2552 2529 2023 2002 506 471 154 134 69 48 317 290 60 40 230
is_linear=0
shrinkage=0.1


Tree=2951
num_leaves=31
num_cat=0
split_feature=130 121 33 47 47 9 16 47 47 13 132 132 15 1185 1 47 12 124 1453 131 0 484 12 43 3 15 1428 1429 13 157
split_gain=2.3143e-05 5.07847e-05 2.5633e-05 2.09819e-05 0.000119227 9.97466e-05 0.000189303 6.00836e-05 3.98662e-05 6.12813e-05 5.00354e-05 7.42045e-05 0.0008658 0.00031204 0.000117122 6.61238e-05 6.09082e-05 3.47864e-05 3.26899e-05 4.23218e-05 4.04553e-05 6.37153e-05 8.45143e-05 8.94694e-05 5.75517e-05 4.81651e-05 3.17211e-05 6.68106e-05 0.000123609 6.30386e-05
threshold=-0.23647499999999996 -0.088279999999999983 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.08925000000000001 -0.39185999999999993 0.091340000000000018 0.087235000000000021 -0.06884499999999999 -0.44750499999999993 -0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.086455000000000018 0.079365000000000005 0.084535000000000013 -0.063929999999999987 -1.0000000180025095e-35 0.096070000000000016 -0.093584999999999988 -0.075319999999999984 0.086305000000000007 -0.081674999999999984 0.0068900000000000012 -0.10653 -0.071779999999999997 -0.066319999999999976 -0.06977499999999999 -0.0048549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 7 -7 8 10 -10 -4 12 14 -13 -12 26 -17 -6 -19 20 25 -22 24 -24 -23 -20 -15 28 -28 -30
right_child=1 2 3 4 17 6 -8 -9 9 -11 11 13 -14 15 -16 16 -18 18 19 -21 21 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00010722558961788309 0.00014264270545390903 -9.2445902458469689e-05 -0.00013746650656685234 0.00021804932219875531 0.0001262210754331053 1.1277583695346038e-05 -0.00038090729455689146 0.00017295240104431286 -0.00021343468582596295 2.2595595444065775e-05 2.0441471889448029e-05 -0.00039573148256749852 0.00068325804852065631 -0.00011832883325911574 -0.00022675741034301769 -3.4811496532157714e-07 0.00022514056632644497 0.00011836318255518564 -6.9540433954292295e-06 -0.00011317434609982475 -9.5882413318447245e-05 -0.00012725787470117212 1.6028259233280553e-05 0.00027506888206213866 9.4508971563879069e-05 -0.00018291785146131936 0.00029905692861662133 -3.2409454275014845e-06 0.00010690808046126256 -0.00012732878790870929
leaf_weight=20 25 30 26 29 22 32 20 20 22 22 115 20 20 23 23 23 25 20 60 37 28 25 24 30 22 21 21 2269 27 20
leaf_count=20 25 30 26 29 22 32 20 20 22 22 115 20 20 23 23 23 25 20 60 37 28 25 24 30 22 21 21 2269 27 20
internal_value=0 6.91558e-07 -4.62141e-07 4.43805e-07 2.47528e-05 -2.38986e-06 -0.000139563 2.75679e-07 -1.0246e-06 -9.54195e-05 5.65516e-07 1.95331e-06 6.83577e-05 -2.3679e-06 -2.07583e-05 8.99243e-07 0.000117094 5.35622e-06 -4.60269e-06 -1.45594e-05 2.81557e-06 3.75953e-05 7.4599e-05 0.00015994 -2.34521e-05 -5.25743e-05 -1.46404e-06 -3.13893e-07 9.7355e-05 7.23282e-06
internal_weight=0 3101 3076 3046 318 2728 52 2676 2656 44 2612 2586 158 2428 138 2408 48 289 267 247 210 129 101 54 47 81 2360 2337 68 47
internal_count=3121 3101 3076 3046 318 2728 52 2676 2656 44 2612 2586 158 2428 138 2408 48 289 267 247 210 129 101 54 47 81 2360 2337 68 47
is_linear=0
shrinkage=0.1


Tree=2952
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1429 156 52 133 130 399 12 157 1429 157 1371 160 475 1 159 1375 151 1 1365 13 13 1 16 484 160 49
split_gain=2.09767e-05 0.00013991 7.60565e-05 5.35109e-05 2.18407e-05 5.42243e-05 2.1798e-05 2.69572e-05 3.28682e-05 2.58395e-05 2.94155e-05 2.02432e-05 0.000144281 8.01748e-05 8.64023e-05 0.000163918 5.90471e-05 6.80155e-05 0.000125828 4.65106e-05 9.49828e-05 8.31306e-05 3.15853e-05 3.07872e-05 0.000165759 0.000248766 0.000112696 7.55515e-05 0.000150689 4.61118e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.23752499999999996 0.32523500000000005 0.092320000000000013 -0.37971999999999995 0.096505000000000021 0.086815000000000017 0.087145000000000014 -0.087424999999999989 0.057970000000000008 -0.086394999999999986 0.083235000000000017 -0.080934999999999993 -0.0029899999999999996 0.10171500000000001 -0.040969999999999993 -0.066804999999999989 -0.055494999999999996 0.090740000000000015 0.087370000000000017 0.090705000000000008 0.061215000000000012 0.082535000000000011 0.63167000000000006 0.090535000000000018 -0.088854999999999976 -0.011734999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -3 11 7 8 -1 -9 -11 12 16 -13 19 -16 -6 18 -18 20 -15 -22 23 24 -21 -26 27 28 -25 -30
right_child=1 4 -4 -5 5 -7 -8 9 -10 10 -12 13 -14 14 15 -17 17 -19 -20 22 21 -23 -24 26 25 -27 -28 -29 29 -31
leaf_value=-0.00016666119798173896 0.0002594477924590354 -0.00010374452831456438 -0.00019393228337867186 -0.00015965575945474917 0.00016425888435068456 0.0001652014069259167 9.0138465020572772e-05 8.9632549942406418e-05 1.04665187708716e-05 -0.00010159311068127864 3.3695493055145359e-05 0.00017678399565808762 -0.00021408905243983361 0.00026097544399644469 -0.00034860702879086609 5.1412259649840137e-05 -0.00027841244596597142 9.5078843555206224e-05 1.6019747709698153e-05 5.9682110267696908e-08 -0.00012023824418429285 0.00014319286698161667 0.00011223215653444641 0.0002865760413918733 3.5222040411705777e-05 -0.00037201732560788515 0.00026026153877865002 -0.0001513428968610242 -0.00010738593484875897 2.6362355038739767e-05
leaf_weight=20 21 20 25 21 22 20 28 36 22 25 45 26 35 21 20 21 21 36 47 2206 25 23 25 21 30 30 20 25 31 153
leaf_count=20 21 20 25 21 22 20 28 36 22 25 45 26 35 21 20 21 21 36 47 2206 25 23 25 21 30 30 20 25 31 153
internal_value=0 2.26869e-06 -2.96258e-05 -8.77469e-06 3.9212e-07 1.12086e-06 9.22817e-06 -6.07918e-06 -7.388e-05 2.07853e-05 -1.46219e-05 -3.5453e-08 -3.4474e-05 2.03575e-06 3.21885e-07 -0.000143719 1.54191e-05 -1.60663e-05 -7.49078e-05 2.5846e-06 8.35937e-05 5.98916e-06 3.84823e-07 -7.26537e-07 -4.40079e-06 -0.000168398 3.25769e-05 1.27783e-05 3.2793e-05 3.82868e-06
internal_weight=0 2899 222 197 2878 2858 176 148 42 106 70 2838 161 2677 2651 41 126 104 68 2610 69 48 2541 2516 2266 60 250 230 205 184
internal_count=3121 2899 222 197 2878 2858 176 148 42 106 70 2838 161 2677 2651 41 126 104 68 2610 69 48 2541 2516 2266 60 250 230 205 184
is_linear=0
shrinkage=0.1


Tree=2953
num_leaves=31
num_cat=0
split_feature=156 1429 1374 48 2 2 1374 1186 49 132 43 394 399 481 43 1456 403 1210 0 1453 160 49 49 2 133 1213 157 1213 1213 1455
split_gain=2.36251e-05 4.03898e-05 2.21558e-05 0.000103919 1.97958e-05 0.000139355 0.000118772 9.85536e-05 7.8e-05 8.66889e-05 0.000801257 0.000647414 0.000151023 9.5157e-05 0.000155101 0.000118327 9.03833e-05 8.89669e-05 8.47723e-05 7.36945e-05 0.000141077 8.94647e-05 0.000166998 7.83132e-05 0.000186161 8.26233e-05 0.000120157 7.77794e-05 0.000134682 7.84364e-05
threshold=0.3248100000000001 -0.23166999999999996 -0.096434999999999979 0.087215000000000015 0.087625000000000022 0.087415000000000007 0.087855000000000016 -0.095479999999999982 0.091325000000000003 -0.083284999999999984 -0.011694999999999999 0.0034050000000000005 0.08832000000000001 -0.087424999999999989 -0.025214999999999998 0.088580000000000006 -0.5425549999999999 -0.094799999999999982 -0.16360999999999995 -0.079219999999999985 -0.019279999999999995 0.005085000000000001 0.085970000000000005 0.084985000000000019 0.087985000000000022 -0.086179999999999993 -0.0085999999999999983 0.065605000000000011 0.26124500000000006 -0.088559999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -4 9 10 -9 13 -12 14 -11 16 -15 -18 -19 20 -20 23 -23 27 25 -25 -27 29 -29 -21
right_child=-2 2 4 -5 -6 -7 -8 8 -10 11 12 -13 -14 15 -16 -17 17 18 19 21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00012997321149062677 -0.00010097571623349644 -0.00018027697900129902 0.0002177628728201274 0.00011209511118067894 -6.627418881554287e-06 0.00019596947158555478 -0.00023765003279550002 0.00054325040447500742 0.00015382479173507927 -0.00026129898959135811 2.9046285335960636e-06 -0.0005212602891030353 -0.0003213230346773344 -0.0001603704937224393 8.634710798755155e-05 0.00023944847416714767 0.000174412172555094 0.00020388308732349075 -5.3981898854544849e-05 -0.00018502069825721581 0.00032162032555788761 -0.00031256624407922993 3.645444145337839e-05 0.00017049931988627319 0.00029461913067719035 0.00020135295419095199 -6.8574926593855515e-05 -0.00033099324260547295 3.1601652708126322e-05 2.8292787809735295e-06
leaf_weight=24 23 31 22 20 1632 39 20 28 34 33 51 24 20 32 21 22 32 21 20 23 20 26 29 28 29 20 94 20 21 662
leaf_count=24 23 31 22 20 1632 39 20 28 34 33 51 24 20 32 21 22 32 21 20 23 20 26 29 28 29 20 94 20 21 662
internal_value=0 7.49652e-07 -2.59251e-07 -6.56213e-05 8.43449e-07 9.6087e-06 4.2329e-06 7.86478e-06 4.33977e-06 3.5663e-07 9.02292e-05 -7.20274e-06 -8.84271e-05 3.4975e-06 -0.000126103 9.86551e-06 5.1758e-06 1.02452e-05 5.05923e-06 8.50255e-07 0.000133819 -4.73668e-06 -0.000128537 2.85421e-06 6.37366e-05 1.65845e-05 -2.12192e-05 -1.14858e-05 -0.000145274 -3.47809e-06
internal_weight=0 3098 3074 51 3023 1391 1352 1332 1310 1276 99 1177 71 1153 54 1099 1077 1045 1013 992 40 952 55 897 171 142 114 726 41 685
internal_count=3121 3098 3074 51 3023 1391 1352 1332 1310 1276 99 1177 71 1153 54 1099 1077 1045 1013 992 40 952 55 897 171 142 114 726 41 685
is_linear=0
shrinkage=0.1


Tree=2954
num_leaves=31
num_cat=0
split_feature=132 1203 394 131 48 132 2 12 2 390 16 1429 156 151 1374 48 44 49 42 484 42 0 158 52 157 1429 2 2 3 43
split_gain=2.39982e-05 0.000118164 0.000112161 2.9631e-05 2.77281e-05 3.72813e-05 6.19848e-05 5.98347e-05 3.69003e-05 2.62987e-05 3.35297e-05 2.20965e-05 5.06089e-05 2.0458e-05 2.78088e-05 0.000111291 1.92861e-05 2.76189e-05 0.00011297 0.000429401 0.000311148 7.7125e-05 0.0001062 9.99198e-05 6.44786e-05 6.28076e-05 5.439e-05 0.000165041 8.6976e-05 6.56725e-05
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 0.096845000000000014 0.086125000000000021 -0.41127499999999995 0.097385000000000013 0.096075000000000008 0.085955000000000018 0.087590000000000015 -0.086699999999999985 -0.23752499999999996 0.32523500000000005 0.29373000000000005 -0.096434999999999979 0.087215000000000015 0.087770000000000015 0.085805000000000006 0.083995000000000014 0.085595000000000018 0.084755000000000011 -0.068189999999999987 0.083490000000000023 -0.069804999999999992 -0.06482499999999998 0.087415000000000007 0.092635000000000009 0.10060500000000001 -0.079864999999999978 -0.04652499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 6 -1 8 -7 11 -11 -2 13 14 15 -13 17 -16 19 21 -20 22 23 -19 -22 26 28 -28 -26 -29
right_child=2 -3 -4 -5 -6 7 -8 -9 -10 10 -12 12 -14 -15 16 -17 -18 18 20 -21 24 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-2.0984642142138912e-05 -0.00010521265474380925 -0.000263699397110031 0.00022732724372128197 -0.00012387298193061724 -9.2973232676740741e-05 -2.6200652858030732e-05 0.00022798282014264263 -0.00016571233558011045 0.00010402695115772076 0.0001684453335612835 -1.2472835660446437e-05 -0.00021034456052196525 0.00015877883386565374 9.3062610160458194e-05 3.1999438005978267e-06 0.0001008855969121214 6.7741739799313986e-05 -0.00026310038535484634 -0.00040473694296088076 0.00044756554130303405 9.0078587769918769e-05 8.2235762467327612e-05 9.4368776308328969e-05 -4.6318777508344761e-05 -7.384542259387673e-05 -0.0002236021525459364 -0.0002904557843673198 4.9529664385649462e-05 0.00018277349118579877 -0.00015639161630090151
leaf_weight=20 20 20 22 20 25 55 20 20 36 21 20 27 20 23 2237 20 41 30 25 22 36 54 34 73 28 20 27 59 25 21
leaf_count=20 20 20 22 20 25 55 20 20 36 21 20 27 20 23 2237 20 41 30 25 22 36 54 34 73 28 20 27 59 25 21
internal_value=0 -3.2158e-05 2.39109e-06 -8.53132e-06 4.57568e-06 2.07262e-05 0.000103499 -9.10191e-06 2.5318e-05 6.7462e-07 8.01926e-05 -4.72542e-07 2.69769e-07 -8.6163e-07 -1.63898e-06 -7.79062e-05 -3.26917e-07 -1.36401e-06 -2.3852e-05 2.92086e-05 -7.07479e-05 -1.89791e-05 -5.8874e-05 -0.000109459 -3.20918e-05 -5.65259e-05 -3.56413e-05 -7.66755e-05 4.72012e-05 -4.52467e-06
internal_weight=0 216 2905 196 176 151 40 111 91 2883 41 2842 2822 2802 2779 47 2732 2691 454 213 241 191 137 103 216 180 160 107 53 80
internal_count=3121 216 2905 196 176 151 40 111 91 2883 41 2842 2822 2802 2779 47 2732 2691 454 213 241 191 137 103 216 180 160 107 53 80
is_linear=0
shrinkage=0.1


Tree=2955
num_leaves=31
num_cat=0
split_feature=156 1429 132 1185 43 400 42 49 16 12 133 1204 2 0 2 15 1371 1209 1209 2 2 2 13 2 2 42 1213 160 481 1447
split_gain=2.51847e-05 3.67705e-05 1.99598e-05 0.000111218 6.48479e-05 5.97418e-05 2.03917e-05 5.88169e-05 5.48392e-05 9.05109e-05 6.1776e-05 2.02255e-05 1.96075e-05 0.000133739 0.000104469 0.000484447 0.000103582 8.4036e-05 0.000101948 9.01394e-05 9.76347e-05 0.000100524 0.000150079 7.7521e-05 0.00013016 0.000196061 7.55786e-05 7.13223e-05 0.000135867 0.000111291
threshold=0.3248100000000001 -0.23166999999999996 -0.083174999999999985 -0.083264999999999992 -0.010739999999999998 -0.082094999999999987 -0.074124999999999983 0.09567500000000001 -0.073404999999999984 0.091325000000000003 -0.37971999999999995 -0.08466499999999999 0.08647500000000001 -0.17169499999999996 0.087015000000000023 -0.015039999999999998 0.083235000000000017 -0.092099999999999987 -0.084519999999999984 0.086285000000000014 0.086000000000000007 0.085485000000000019 -0.086804999999999979 0.085155000000000022 0.084550000000000014 0.086325000000000013 -0.041999999999999989 -0.54784999999999984 -0.087424999999999989 -0.086279999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -6 8 9 11 -10 -8 13 -5 15 -14 -16 -15 -19 20 21 23 -23 24 27 26 -26 -20 -29 -30
right_child=-2 2 3 12 6 -7 7 -9 10 -11 -12 -13 14 17 16 -17 -18 18 19 -21 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.00012407177734227541 -0.00010425538968537813 -3.3219949458725754e-05 0.00023133279090481148 0.0002440495416218861 6.9129568796735401e-05 -0.00026509842115046922 -7.6623947296122256e-05 -0.0001573653726372868 -0.00018957654490646826 0.00024652633546793371 4.4814339984937266e-05 4.9610847005775828e-05 -0.00044804330175759755 0.0001867415377055295 -5.121494679558652e-06 0.00013135114840547284 0.00018888403863976628 -0.00019830136693781242 0.00014189871006003101 0.00018304287929952676 -0.00018645509987470213 0.00034002728881949389 -3.8390874397009614e-06 -0.00014719861554372723 -0.00012242337834322825 0.00039801504332899641 0.00011773983990822577 -0.00022910483411188971 -0.00023205484072345178 1.2874504488011532e-06
leaf_weight=24 23 25 21 24 33 20 22 25 23 20 22 30 27 25 1607 31 28 25 31 28 27 22 30 35 20 20 38 28 21 766
leaf_count=24 23 25 21 24 33 20 22 25 23 20 22 30 27 25 1607 31 28 25 31 28 27 22 30 35 20 20 38 28 21 766
internal_value=0 7.7401e-07 -1.88627e-07 2.0486e-06 -2.92116e-05 -0.000136277 -1.68045e-06 -1.81363e-05 1.16135e-05 6.57379e-05 -7.49854e-05 -3.79618e-06 3.49e-07 1.04873e-05 -6.47772e-06 -0.000138367 -1.79908e-06 5.46443e-06 1.31051e-06 5.99184e-06 1.21589e-06 6.22788e-06 0.000141643 -1.11475e-06 4.41873e-06 0.000128025 3.49249e-05 -6.97759e-06 -1.26404e-05 -4.93896e-06
internal_weight=0 3098 3074 2854 220 45 175 142 117 72 45 52 2833 1140 1693 58 1635 1116 1091 1066 1038 1011 52 959 924 78 58 846 815 787
internal_count=3121 3098 3074 2854 220 45 175 142 117 72 45 52 2833 1140 1693 58 1635 1116 1091 1066 1038 1011 52 959 924 78 58 846 815 787
is_linear=0
shrinkage=0.1


Tree=2956
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1204 3 1429 156 49 2 12 133 16 16 481 1447 12 2 1456 1456 403 1209 1429 160 484 1209 133 154 473 13
split_gain=2.06068e-05 0.000584105 0.00034909 9.80547e-05 2.43312e-05 3.85971e-05 2.2408e-05 4.71899e-05 2.17322e-05 4.13214e-05 4.18187e-05 4.06378e-05 4.18863e-05 2.40578e-05 2.16784e-05 0.000159583 0.000154975 0.00024866 4.25676e-05 0.00016829 8.18706e-05 4.9767e-05 4.45853e-05 9.86037e-05 3.82064e-05 3.71148e-05 3.53525e-05 3.254e-05 6.00301e-05 4.14825e-05
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 -0.081079999999999985 -0.087614999999999985 -0.23752499999999996 0.32523500000000005 0.10211000000000002 0.10222000000000002 0.110195 -0.40071499999999999 -0.081779999999999978 -0.090764999999999985 -0.086484999999999992 -0.085684999999999997 0.090840000000000018 0.085485000000000019 0.085790000000000019 0.08814000000000001 -0.5492149999999999 -0.097919999999999993 0.091545000000000015 -0.016279999999999996 -0.080549999999999983 -0.087714999999999987 0.090665000000000009 0.085530000000000009 -1.0000000180025095e-35 0.096675000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 5 -4 -6 14 9 10 11 -1 13 -13 15 -8 17 -17 20 -20 -16 -22 23 24 -21 -23 -26 28 -27 -30
right_child=2 -3 4 -5 6 -7 7 -9 -10 -11 -12 12 -14 -15 18 16 -18 -19 19 22 21 25 -24 -25 26 27 -28 -29 29 -31
leaf_value=-0.00013765874994403152 -0.00039906245186681517 0.00054473042755489589 -1.2647176305923998e-05 -0.00023219481783598895 -0.00010595692219794728 0.00015514556309006788 0.00021932081153084126 0.00015332649258198219 9.9513333880167933e-05 -0.00012638877833524021 0.00014473645540419967 7.1377673375536691e-05 0.00013687078226212179 -5.8393111932673493e-05 0.00015002645042032885 -0.00039079228106040568 0.0001726165558466164 4.8798485125101456e-05 -0.00031741930752538059 0.00013525924639127748 -0.00015515487050704127 0.00011828859479954611 0.00012605406216607663 -0.00020886379113653678 -0.00010000734203328779 -0.00017539979095772653 6.9389221144691951e-05 0.00012521227480647213 -5.659933937314275e-06 3.9253167171553827e-05
leaf_weight=21 22 20 29 20 20 26 35 20 20 26 20 20 22 50 36 22 24 31 21 21 21 26 20 25 28 20 22 20 2186 227
leaf_count=21 22 20 29 20 20 26 35 20 20 26 20 20 22 50 36 22 24 31 21 21 21 26 20 25 28 20 22 20 2186 227
internal_value=0 2.95791e-05 -2.23219e-06 -2.21949e-05 7.99148e-07 6.6673e-05 -4.83353e-07 2.68687e-07 1.26876e-06 -1.1089e-05 1.14508e-05 -1.21396e-05 1.65115e-05 -2.13157e-05 -8.30471e-07 4.2271e-05 -3.82062e-05 -0.000133673 -2.63644e-06 -5.69308e-05 2.96651e-07 -1.85946e-06 -9.77338e-06 -3.80708e-05 2.20676e-05 -5.60869e-07 -2.54729e-05 -1.82059e-06 -2.86483e-06 -1.43479e-06
internal_weight=0 219 2902 199 2880 55 2825 2805 179 159 133 113 92 70 2785 112 77 53 2673 137 2536 2500 116 96 71 2479 50 2453 2433 2413
internal_count=3121 219 2902 199 2880 55 2825 2805 179 159 133 113 92 70 2785 112 77 53 2673 137 2536 2500 116 96 71 2479 50 2453 2433 2413
is_linear=0
shrinkage=0.1


Tree=2957
num_leaves=31
num_cat=0
split_feature=156 475 1446 157 13 13 133 2 475 1373 150 2 1374 1374 47 2 153 474 1453 1453 484 456 158 1455 1447 52 1447 479 481 483
split_gain=2.64529e-05 3.38151e-05 2.51064e-05 2.30886e-05 0.000159868 0.00041968 0.000215509 0.000102484 9.16079e-05 5.2291e-05 0.000179918 9.79859e-05 7.8422e-05 4.84944e-05 4.68848e-05 4.13761e-05 2.67592e-05 2.81698e-05 2.61803e-05 3.67377e-05 6.38186e-05 3.60264e-05 3.28939e-05 4.90656e-05 3.23906e-05 0.000350352 8.14489e-05 3.1524e-05 0.000100816 3.68972e-05
threshold=0.3248100000000001 0.13528000000000004 -0.093534999999999993 -0.086284999999999987 -0.085804999999999979 -0.084774999999999989 0.085760000000000017 0.10402500000000002 0.058495000000000012 1.0000000180025095e-35 0.090480000000000019 0.088125000000000023 -0.41674499999999998 -0.035729999999999991 0.085025000000000017 0.087955000000000019 0.086100000000000024 -0.33653499999999997 -0.087504999999999986 -0.079499999999999987 -0.073334999999999984 -0.085409999999999986 -0.47356499999999996 0.10655000000000002 -0.086279999999999982 -0.0087299999999999982 -0.084334999999999979 0.10713500000000002 -0.15265499999999996 -0.47356499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 8 14 12 11 -11 -5 -14 15 -7 17 -15 -19 20 -20 -21 -23 24 25 -24 -26 28 -28 -30
right_child=-2 -3 3 9 5 7 -8 -9 -10 10 -12 -13 13 16 -16 -17 -18 18 19 21 -22 22 23 -25 26 -27 27 -29 29 -31
leaf_value=0.00010889722616411746 -0.00010684795599208092 0.00012725772394333036 -7.5088458803899505e-05 -0.00019323249104369705 -0.0004994134095752435 0.00014908186311004103 0.00036356749437150681 -0.00016593923900279952 0.00022883094188728137 0.00010828279008147429 0.00030163161140535523 -0.00019048551337272373 0.0001486215744080255 0.0001106281479619413 -0.00014325899370305704 -3.788243025312489e-05 -0.00011289007299984362 -9.8488519088951547e-05 0.00022190630959812555 0.000116170084947953 -3.0717159679625185e-05 0.00011693776016371608 -0.00037291069093043917 -0.0001144995050988375 0.00015402337401824567 0.00011269585113787356 -0.00022114773427823651 0.00010770995991501527 -0.00013635129384056201 4.073376696204423e-08
leaf_weight=21 23 21 24 21 21 20 21 33 20 23 25 21 22 23 20 29 21 27 20 26 20 23 24 39 34 39 21 26 20 2393
leaf_count=21 23 21 24 21 21 20 21 33 20 23 25 21 22 23 20 29 21 27 20 26 20 23 24 39 34 39 21 26 20 2393
internal_value=0 7.93251e-07 -6.98479e-08 -8.1864e-07 -3.47681e-05 -8.64978e-05 0.000129618 -1.54222e-05 4.03875e-05 1.40678e-06 8.74072e-05 -3.43112e-05 -7.13278e-07 7.42051e-07 -1.42338e-05 3.84295e-05 -4.3841e-07 4.25021e-07 -5.09592e-07 4.75671e-07 9.55946e-05 -9.628e-07 -2.12563e-06 -3.18051e-06 -1.48264e-06 -7.22971e-05 3.06175e-07 -1.81837e-06 -2.98835e-06 -1.08974e-06
internal_weight=0 3098 3077 3056 188 143 45 122 89 2868 69 44 2799 2778 69 49 2756 2735 2712 2685 40 2645 2619 2596 2557 63 2494 2460 2434 2413
internal_count=3121 3098 3077 3056 188 143 45 122 89 2868 69 44 2799 2778 69 49 2756 2735 2712 2685 40 2645 2619 2596 2557 63 2494 2460 2434 2413
is_linear=0
shrinkage=0.1


Tree=2958
num_leaves=31
num_cat=0
split_feature=156 472 480 481 1447 403 3 1443 1443 1453 1455 1453 158 52 43 158 158 160 158 1455 1455 0 484 42 3 475 475 484 2 475
split_gain=2.14268e-05 3.28693e-05 2.0804e-05 2.31974e-05 9.57102e-05 7.39367e-05 6.53786e-05 2.76248e-05 3.45446e-05 2.87638e-05 3.52627e-05 3.50801e-05 4.95031e-05 7.65955e-05 8.49157e-05 2.95721e-05 8.77516e-05 7.99114e-05 0.000104827 6.02649e-05 7.76901e-05 5.51708e-05 0.000159284 0.000189867 9.12296e-05 3.9397e-05 0.000233958 0.000109405 8.66024e-05 8.333e-05
threshold=0.3248100000000001 -0.096814999999999998 -0.095389999999999989 -0.087424999999999989 -0.085324999999999984 -0.56738999999999995 -0.081574999999999995 0.092480000000000021 0.088675000000000018 -0.087504999999999986 -0.24112999999999998 -0.079499999999999987 0.11245500000000001 1.0000000180025095e-35 -0.072864999999999985 0.085030000000000008 0.082560000000000008 0.098320000000000005 0.088740000000000013 -0.088874999999999982 -0.037084999999999993 -0.057069999999999989 0.090535000000000018 0.090395000000000017 -0.086049999999999988 -0.086279999999999982 -0.085684999999999997 0.085790000000000019 0.086950000000000013 -0.084894999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -6 8 9 -7 -11 -12 15 14 -14 16 19 18 -17 -13 -21 22 23 24 -20 27 -27 28 -22 -28
right_child=-2 2 3 5 6 7 -8 -9 -10 10 11 12 13 -15 -16 17 -18 -19 21 20 25 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.00011981431838965205 -9.616315769760505e-05 9.0674246603157375e-05 -0.00024345345562323931 0.00018747404475496815 0.00012428124857790494 -0.00010970426640900162 -8.7012607218639465e-05 0.00011080768235842698 -0.00012114982588779338 0.00010994045055511002 9.5847702854174525e-05 -0.00017382640231517144 -0.00013040472473949195 -0.00021324471412559172 0.00013897291600270282 0.00027739140156578891 -0.00018920322196208872 -9.761583534002837e-05 0.00016064699331764132 0.00018339543622341412 0.00013306219960733352 0.00017350682677109338 -0.00020408325713274449 0.00034353451635979584 -0.00010204490881266956 0.00032604694014563314 -0.0002048297240980901 -0.00027137054115883074 -7.9367893030408954e-05 1.6301363644125865e-07
leaf_weight=23 23 25 20 21 27 24 32 22 24 29 37 20 25 28 22 21 25 35 20 23 28 24 27 20 39 22 20 20 61 2334
leaf_count=23 23 25 20 21 27 24 32 22 24 29 37 20 25 28 22 21 25 35 20 23 28 24 27 20 39 22 20 20 61 2334
internal_value=0 7.13929e-07 -1.76903e-07 -9.21585e-07 -5.44035e-05 5.0052e-07 9.68119e-06 -8.30478e-07 -1.66929e-06 -6.81847e-07 2.26674e-07 -8.89321e-07 -2.16127e-06 -8.23142e-05 -4.31306e-06 3.34968e-08 -2.77114e-06 3.85294e-05 7.00862e-05 -9.27465e-07 4.51314e-07 3.65984e-05 5.60029e-06 7.72643e-05 -1.29968e-05 -1.24193e-06 1.45493e-06 -6.00285e-05 -1.2536e-05 -1.57864e-06
internal_weight=0 3098 3075 3050 79 2971 59 2950 2928 2904 2880 2851 2814 75 47 2739 2553 186 151 2528 2508 130 106 79 59 2485 2376 109 89 2354
internal_count=3121 3098 3075 3050 79 2971 59 2950 2928 2904 2880 2851 2814 75 47 2739 2553 186 151 2528 2508 130 106 79 59 2485 2376 109 89 2354
is_linear=0
shrinkage=0.1


Tree=2959
num_leaves=31
num_cat=0
split_feature=132 1185 15 1 1 16 399 52 12 1213 1429 156 474 475 51 475 4 3 12 0 1429 1429 52 160 52 1375 1453 42 42 475
split_gain=2.09996e-05 0.000123697 5.28289e-05 2.3253e-05 3.33094e-05 2.2869e-05 3.51452e-05 2.71968e-05 2.02144e-05 4.7483e-05 1.99898e-05 5.57522e-05 5.42656e-05 2.79292e-05 3.36495e-05 3.29266e-05 2.81732e-05 0.000106573 9.07061e-05 8.51763e-05 4.33519e-05 6.9151e-05 3.90887e-05 0.000123703 0.000132632 8.82482e-05 7.45971e-05 5.10731e-05 6.98942e-05 4.83752e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.088135000000000005 0.11507500000000002 -0.081299999999999983 0.090005000000000016 -0.0055649999999999996 0.087145000000000014 0.0065300000000000002 0.12521000000000002 0.3248100000000001 0.11787500000000002 -0.10664 -0.11063499999999998 -0.091889999999999986 -0.50940999999999981 -0.098469999999999988 0.087215000000000015 0.10455500000000001 -1.0000000180025095e-35 -0.07700499999999999 -0.080114999999999978 -0.085834999999999981 -0.081934999999999994 0.084665000000000018 -0.063399999999999984 0.11066000000000001 0.096450000000000022 -0.085734999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 8 -7 -1 -10 11 12 13 14 -3 -15 17 18 -17 -19 21 -18 23 -22 25 26 -25 28 -28 -24
right_child=1 10 -4 4 -6 7 -8 -9 9 -11 -12 -13 -14 15 -16 16 20 19 -20 -21 22 -23 29 24 -26 -27 27 -29 -30 -31
leaf_value=-5.2285622611331447e-05 0.0002440893828558425 -2.8337921368149229e-06 -0.00015305158195284699 -0.00014393982524375638 2.6329227839596573e-05 -9.1767361838087126e-06 -0.00013603363797301426 0.00014460691188856878 0.00016561118041603809 -3.3308909665460566e-05 0.00010013197868829593 -0.00016252961774755801 0.00016116449814511553 0.00012322965247387236 -0.00014507071243534828 -9.5737603804764144e-05 8.8319055764371368e-06 -3.0670595809906013e-05 0.00020182988444589897 -0.00031902505350444704 -0.00024604922879613392 0.00017980027960480324 0.00013902773978231753 -0.00019848977944569754 -0.00024874522610132216 0.00015489587667892038 -4.977051021387074e-06 0.00013037791532741932 -0.00019648981499813094 4.2545140957846757e-06
leaf_weight=30 21 39 30 27 20 23 20 23 21 28 20 21 21 22 29 20 73 21 21 20 24 35 27 21 23 33 404 26 20 1958
leaf_count=30 21 39 30 27 20 23 20 23 21 28 20 21 21 22 29 20 73 21 21 20 24 35 27 21 23 33 404 26 20 1958
internal_value=0 2.26992e-06 -2.96419e-05 -1.03591e-05 -7.14849e-05 9.45405e-06 -1.76167e-05 6.77151e-05 1.23622e-05 5.19426e-05 5.05432e-07 -1.91745e-07 1.00991e-06 -1.84425e-07 -6.34937e-05 1.38218e-06 3.98817e-07 -5.73281e-05 5.6675e-05 -0.000171331 2.18914e-06 6.42383e-05 -4.53334e-07 -2.40177e-05 -1.39062e-05 -3.18933e-06 -1.42654e-05 -5.66822e-06 -1.40107e-05 6.0877e-06
internal_weight=0 2899 222 192 47 145 99 46 79 49 2878 2858 2837 2816 68 2748 2726 82 41 41 2644 108 2536 551 527 504 471 450 424 1985
internal_count=3121 2899 222 192 47 145 99 46 79 49 2878 2858 2837 2816 68 2748 2726 82 41 41 2644 108 2536 551 527 504 471 450 424 1985
is_linear=0
shrinkage=0.1


Tree=2960
num_leaves=31
num_cat=0
split_feature=130 10 3 40 15 12 33 9 16 390 2 1185 1186 1447 4 1447 483 133 402 402 12 12 15 1213 2 1212 1213 1212 1212 402
split_gain=1.95646e-05 4.65505e-05 5.23331e-05 3.80812e-05 3.80096e-05 4.76108e-05 2.93334e-05 2.24313e-05 0.000335751 2.31844e-05 5.10773e-05 2.81163e-05 6.48809e-05 2.11627e-05 0.000121206 0.0001034 7.57271e-05 5.97425e-05 4.77983e-05 0.000189113 0.000171063 0.000128518 0.000177937 9.03545e-05 8.1257e-05 3.49004e-05 3.94081e-05 5.02411e-05 5.33207e-05 4.57353e-05
threshold=-0.23647499999999996 -0.38124499999999995 -0.0063699999999999989 -0.24134999999999998 -0.5556049999999999 -1.0000000180025095e-35 -0.009184999999999997 0.085555000000000006 -0.056919999999999991 0.087590000000000015 0.085955000000000018 -0.10973499999999999 -0.092084999999999986 -0.086424999999999988 -0.081714999999999996 -0.085804999999999979 0.087520000000000014 0.085265000000000021 0.10874500000000002 0.10389500000000002 0.087145000000000014 0.091840000000000019 0.090750000000000011 -0.083944999999999978 0.094400000000000026 0.13183500000000004 0.18587500000000004 0.11796000000000001 0.10242000000000001 -0.45015499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -6 9 -9 11 -11 -8 -13 14 -14 -15 17 -16 19 25 -20 23 -23 -22 -24 26 27 28 29 -17
right_child=1 3 -4 4 6 -7 7 8 -10 10 -12 12 13 15 16 18 -18 -19 20 -21 21 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.8588202963583181e-05 0.00022225192544283345 -0.00013498164369680343 -3.7725966346139709e-06 -6.8990534518062224e-06 -0.0001049398925345115 0.00020628325035431774 -0.00012073293328285217 -0.00012674214795980435 0.00036911885199515383 0.00018887313141021877 -2.55319788120687e-05 0.00014972231788955729 0.0002552383172206603 -0.00019605852399503683 4.7482376805205339e-06 -0.00010412570373672579 0.00015006644240202151 -0.00020977484943744329 0.00027517389979558567 -0.000297858406801507 1.9594465466070688e-05 0.00031755728643722913 -0.0001790395216085017 -0.00027102862665703034 0.00010601663828538223 -0.00011062061129147574 9.7618441661604898e-05 -0.00016154553341038991 0.00011512834997981707 -2.3586349578306609e-06
leaf_weight=20 20 21 21 22 27 20 20 36 22 20 25 28 21 28 34 45 20 21 28 22 20 22 20 23 20 30 39 20 38 2368
leaf_count=20 20 21 21 22 27 20 20 36 22 20 25 28 21 28 34 45 20 21 28 22 20 22 20 23 20 30 39 20 38 2368
internal_value=0 6.35853e-07 0.000106483 -7.82364e-07 1.44975e-07 9.46163e-05 -1.17895e-06 -2.35666e-07 6.13431e-05 -1.46217e-06 6.97592e-05 -2.58005e-06 -1.75003e-06 -3.25454e-06 4.28906e-05 -4.8814e-06 -1.65667e-05 -7.71606e-05 -2.89515e-06 -5.92948e-06 5.55557e-05 -3.0092e-06 8.91258e-05 -0.000135855 -3.65114e-05 -3.40096e-06 -2.11945e-06 -3.69362e-06 -2.40556e-06 -4.25649e-06
internal_weight=0 3101 41 3060 3039 42 2997 2970 58 2912 45 2867 2847 2819 96 2723 75 55 2695 2562 133 105 62 43 40 2540 2510 2471 2451 2413
internal_count=3121 3101 41 3060 3039 42 2997 2970 58 2912 45 2867 2847 2819 96 2723 75 55 2695 2562 133 105 62 43 40 2540 2510 2471 2451 2413
is_linear=0
shrinkage=0.1


Tree=2961
num_leaves=31
num_cat=0
split_feature=15 132 1204 1211 1212 402 43 0 15 43 1213 403 133 133 1456 16 1 12 52 52 42 43 1208 1210 394 42 129 129 133 1200
split_gain=2.01453e-05 0.000514458 0.000740836 8.52897e-05 6.74073e-05 5.25537e-05 0.000184223 0.000236782 0.000158869 0.000193186 7.92789e-05 6.01087e-05 0.000111776 7.02931e-05 7.91097e-05 5.81735e-05 0.000173515 0.000183229 8.30357e-05 0.000208314 9.02185e-05 0.00012186 5.22124e-05 7.88619e-05 4.28786e-05 0.000111701 5.97411e-05 5.06734e-05 0.000105003 4.47132e-05
threshold=0.091650000000000023 -0.083284999999999984 -1.0000000180025095e-35 0.10809000000000001 0.11387000000000001 -0.087759999999999991 0.055925000000000009 -0.072269999999999987 0.093575000000000019 -0.0090299999999999981 -0.085714999999999986 -1.0000000180025095e-35 0.048950000000000007 -0.025314999999999994 0.04871000000000001 -0.040964999999999994 0.092695000000000013 0.090345000000000023 0.51358000000000004 0.41423000000000004 0.090690000000000007 -0.080884999999999985 0.10233500000000001 -0.14310999999999999 0.0041850000000000004 -0.011544999999999998 0.11179500000000002 0.10311000000000002 -0.0036349999999999998 0.087860000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 22 6 7 -4 9 -7 -10 12 -12 -13 15 16 17 -15 19 20 21 -17 23 -1 26 -26 27 29 -29 -25
right_child=1 2 5 -5 -6 8 -8 -9 10 -11 11 13 -14 14 -16 18 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00016539688924616526 0.00044294712327731149 -0.00060145448900584598 3.0971956711373825e-05 -0.00015222316265671429 -0.00018418525578454137 0.00042447004634595944 0.00011206091744620731 -0.00043346490343711114 -0.00017145989685642154 1.4218513388186694e-05 0.00027868492919272593 -0.00013451328887904604 -4.1411010097363037e-05 9.0286059795679255e-06 -0.0001345567677937517 -0.00020753005614413111 -0.00012294928910705494 0.00040617433439295455 0.00018199945207806711 -0.00030200723674418195 0.00019024394594972755 8.7144010788935911e-05 0.00013126555478568968 -3.3563840465448197e-06 0.00020683310506159833 -7.0314272978486351e-05 -0.00016951170660571994 0.00025952640201219106 -5.706438496417832e-05 0.00013986869674805679
leaf_weight=29 27 20 23 38 20 22 37 21 22 24 24 31 20 21 27 23 20 26 23 22 28 36 30 2363 33 26 21 22 20 22
leaf_count=29 27 20 23 38 20 22 37 21 22 24 24 31 20 21 27 23 20 26 23 22 28 36 30 2363 33 26 21 22 20 22
internal_value=0 1.84605e-05 -5.9249e-06 -3.49653e-06 -1.31106e-06 2.05431e-05 -5.2397e-05 -0.000190691 3.65543e-05 0.000210426 1.17924e-05 2.51863e-05 0.000133187 6.69593e-06 2.60653e-05 4.78583e-05 0.000123748 0.000228726 9.33827e-06 -2.70948e-05 4.24233e-05 -2.77289e-05 1.14303e-07 -1.43717e-06 4.59451e-07 8.47004e-05 -1.57086e-06 -1.1773e-07 0.000108769 -2.03523e-06
internal_weight=0 497 470 2624 2586 450 81 44 369 46 323 301 44 257 226 199 67 47 132 109 87 59 2566 2536 2507 59 2448 2427 42 2385
internal_count=3121 497 470 2624 2586 450 81 44 369 46 323 301 44 257 226 199 67 47 132 109 87 59 2566 2536 2507 59 2448 2427 42 2385
is_linear=0
shrinkage=0.1


Tree=2962
num_leaves=31
num_cat=0
split_feature=1200 132 1185 1203 52 13 132 16 15 15 480 401 1213 1213 401 0 43 13 0 13 13 3 13 401 1209 13 1209 1456 1456 1456
split_gain=2.50373e-05 3.13209e-05 9.26859e-05 8.48246e-05 2.36487e-05 2.91804e-05 3.98978e-05 2.96294e-05 2.16996e-05 0.000100637 6.35676e-05 5.31054e-05 5.23637e-05 8.23903e-05 0.00014611 9.62549e-05 0.000203545 8.89069e-05 0.000159496 0.000115371 9.12804e-05 7.03758e-05 5.79997e-05 4.2726e-05 6.15712e-05 0.000157678 8.15061e-05 3.53622e-05 5.07469e-05 3.4971e-05
threshold=0.093540000000000012 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10347000000000002 0.056795000000000005 -0.40070499999999992 -0.080344999999999986 0.095175000000000023 0.096055000000000015 -0.080264999999999989 0.13485500000000003 -0.082994999999999985 -0.060974999999999994 -0.078179999999999986 -0.070499999999999993 0.016310000000000002 -0.081029999999999977 -0.08841499999999998 -0.077944999999999987 -0.075974999999999987 -0.068334999999999993 -0.036034999999999991 0.11769000000000002 -0.085894999999999985 -0.064619999999999983 -0.077594999999999983 0.12676500000000004 0.10620000000000002 0.092265000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -8 11 -10 -11 23 -12 -14 -15 17 22 18 -16 -19 -21 -22 -17 24 25 -4 -26 28 29 -28
right_child=-2 2 8 -5 -6 -7 7 -9 9 10 12 -13 13 14 15 16 -18 19 -20 20 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00012945504461710629 0.00010882235697603652 0.00021135964385134037 7.6626711961580451e-05 -0.00021052435785531999 -9.992045608149575e-05 0.00010398093044109967 -2.4490459058835681e-05 8.6152370621515301e-05 0.0002358881459734957 0.00018323874181078281 0.00013006819835287129 -0.00015748449054213285 -0.0001991741110528396 0.00023234841645171402 6.5354269229698863e-05 0.00012925931918289282 -0.00035388918668104456 0.00024556151003143266 -0.00030438962850894315 -0.00016071924579922451 0.00017826976768446913 -4.0950629826747226e-05 -7.7644778468224809e-05 0.00012367833858459361 0.00018660753070751367 -0.00031570508532846966 -1.7761333453783918e-06 -0.00013495769984729123 0.0001180916531094616 -0.00010704026221333152
leaf_weight=26 21 21 20 25 28 23 84 34 21 20 28 22 22 25 28 20 24 29 20 22 32 27 42 27 23 21 2299 20 35 32
leaf_count=26 21 21 20 25 28 23 84 34 21 20 28 22 22 25 28 20 24 29 20 22 32 27 42 27 23 21 2299 20 35 32
internal_value=0 -7.37191e-07 2.04093e-06 -3.71053e-05 -1.48721e-05 -6.12501e-07 -1.73184e-05 7.38968e-06 5.03437e-07 2.3457e-05 1.02976e-05 -2.8032e-06 -5.45117e-07 -1.31127e-05 2.1042e-06 -2.14864e-05 -0.000106619 2.48516e-05 -8.87057e-05 7.44039e-05 1.31252e-05 7.79486e-05 -1.09015e-05 -1.42937e-06 -2.80811e-06 -0.000124324 -7.39972e-07 -2.54592e-06 -1.42663e-06 -3.2212e-06
internal_weight=0 3100 2880 220 195 167 144 118 2859 360 339 2499 319 291 269 244 86 158 48 110 81 59 62 2477 2450 41 2409 2386 2366 2331
internal_count=3121 3100 2880 220 195 167 144 118 2859 360 339 2499 319 291 269 244 86 158 48 110 81 59 62 2477 2450 41 2409 2386 2366 2331
is_linear=0
shrinkage=0.1


Tree=2963
num_leaves=31
num_cat=0
split_feature=1203 16 13 393 393 130 0 2 130 448 0 15 154 474 471 12 130 12 15 142 0 1 1 1 1 43 48 13 1 12
split_gain=2.13677e-05 7.05468e-05 3.36551e-05 3.2023e-05 2.76493e-05 2.16578e-05 6.60512e-05 6.95502e-05 4.09699e-05 5.76518e-05 3.6123e-05 3.30743e-05 3.19108e-05 5.31475e-05 3.0243e-05 2.9424e-05 6.87178e-05 3.54825e-05 7.41901e-05 5.71907e-05 4.60837e-05 0.000100208 0.000419391 0.000250845 0.00017821 0.000286929 7.61651e-05 0.000116047 0.000134131 7.5914e-05
threshold=0.090185000000000001 -0.074319999999999983 -0.013024999999999998 0.11170000000000001 0.10585500000000002 0.10923000000000001 -0.073309999999999986 0.097070000000000004 0.10490500000000001 0.030280000000000001 -0.26343999999999995 0.089165000000000008 0.085530000000000009 -0.45463999999999999 -0.086614999999999984 0.23631000000000002 -0.22562499999999999 0.12757000000000002 0.14654000000000003 -0.057499999999999989 -0.097024999999999986 0.092695000000000013 0.089875000000000024 0.09697500000000002 0.10708500000000001 -0.010344999999999998 0.12879500000000002 -0.0095349999999999983 0.11230000000000001 0.11650500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 8 7 11 9 10 -1 -7 13 -12 -15 16 -16 19 -19 -18 21 22 -21 -23 25 -25 27 -26 -29 -22
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 12 -13 -14 14 15 -17 17 18 -20 20 29 23 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.00010813141557117624 8.5823419140069747e-05 0.00019832447064602649 -8.2796682445091552e-05 -9.6373501063291248e-05 0.00011417708183649839 -0.00012465927757148167 7.1871391943811137e-05 -0.00026211897900793704 0.00012799138628179208 -0.0001488132567688948 -0.00015614479568532924 5.7204128424928064e-05 0.00012240357741358736 0.00011409162149863298 0.00016488272428978235 -0.00011897360056450236 0.00016049135754821526 -0.00019406647900593402 4.5535308815184792e-05 -3.1526397522196803e-05 3.776173367009225e-06 0.00027619474047131724 -0.000466798504809655 1.8880951720899303e-05 2.9210160965023625e-06 -0.00043554427693379697 -0.00012660618263503744 0.00037600881639394046 2.9944875188903099e-05 0.00019956141895818293
leaf_weight=31 20 23 29 35 21 20 30 20 25 26 22 20 21 23 25 21 22 28 24 285 2025 33 24 33 119 24 27 21 24 20
leaf_count=31 20 23 29 35 21 20 30 20 25 26 22 20 21 23 25 21 22 28 24 285 2025 33 24 33 119 24 27 21 24 20
internal_value=0 5.38448e-05 -1.39722e-05 -1.27151e-06 -1.67143e-07 -9.69425e-07 -4.92816e-05 -0.000109858 5.28368e-07 -5.78851e-07 7.72515e-07 -3.37276e-05 -4.07253e-07 -1.32833e-06 -1.02286e-07 -1.05563e-06 -1.49895e-07 -1.6729e-06 -8.3481e-05 -7.18354e-08 -1.4124e-06 -2.60333e-05 -6.53339e-05 1.71834e-05 -1.72818e-05 -0.000172456 2.90267e-05 5.46492e-05 0.000191441 5.69094e-06
internal_weight=0 72 49 3049 3014 2993 90 60 2903 2878 2852 40 2821 2800 2778 2755 2734 2709 52 2657 2635 590 309 281 248 57 191 164 45 2045
internal_count=3121 72 49 3049 3014 2993 90 60 2903 2878 2852 40 2821 2800 2778 2755 2734 2709 52 2657 2635 590 309 281 248 57 191 164 45 2045
is_linear=0
shrinkage=0.1


Tree=2964
num_leaves=31
num_cat=0
split_feature=130 12 43 4 129 401 2 0 43 133 133 484 43 0 132 42 51 43 12 12 15 43 1371 13 0 0 34 13 9 9
split_gain=2.23732e-05 5.46056e-05 2.24287e-05 4.49369e-05 4.58823e-05 6.49764e-05 4.97741e-05 8.87162e-05 4.1287e-05 7.34651e-05 0.000144964 7.59885e-05 8.20062e-05 8.98456e-05 6.87323e-05 7.81307e-05 4.68751e-05 4.08711e-05 0.000184784 0.000193795 0.000238266 0.000149228 7.624e-05 4.36159e-05 3.95676e-05 5.96886e-05 3.73342e-05 0.000143015 0.000112903 5.82238e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.14792499999999997 0.10637500000000001 0.085395000000000013 0.091320000000000026 0.097845000000000015 -0.050684999999999994 -0.089499999999999982 0.089200000000000015 0.093255000000000018 0.064170000000000019 -0.097804999999999989 -0.084674999999999986 0.10833500000000001 0.087885000000000019 -0.085164999999999977 -0.085739999999999997 0.088045000000000012 0.083815000000000014 -0.015744999999999999 -0.085474999999999982 0.083235000000000017 0.11596500000000001 -0.082619999999999985 -0.079634999999999997 -0.057544999999999992 -0.0069799999999999992 0.091905000000000014 0.082870000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 11 -11 12 24 -14 15 -12 -13 18 19 -10 -21 -19 23 26 -4 -26 27 -23 29 -28
right_child=1 -3 8 -5 -6 -7 -8 -9 17 10 14 16 13 -15 -16 -17 -18 21 -20 20 -22 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.00010542728225118482 -1.150078610699985e-05 0.00015766607397050723 0.00013651093681151647 -0.00013437398691686604 0.00012824244162662322 -0.00017774173221550882 -0.00011043843958759681 0.00021762184784165583 1.9548304246402242e-05 -0.00024955573649292447 0.00024566770184306238 -0.0001454524941800628 0.00010470178246631643 0.00036060897223448948 -9.884874059935101e-05 -4.2433587278255486e-06 5.499358157976531e-05 0.00026625128063772406 0.00012891047371210466 -0.00054432765653473331 -5.6202354317065327e-05 -1.1746473701658927e-05 -0.00016857369031371221 0.0001292235993437666 -0.00014063951603020543 0.00010367302966187709 -2.1219862801696344e-06 0.00029768373002298177 -0.00018155799672448276 0.00016516607581815195
leaf_weight=20 109 22 28 35 21 25 35 20 36 23 22 20 34 23 25 29 28 21 35 20 20 59 27 26 20 20 2242 20 35 21
leaf_count=20 109 22 28 35 21 25 35 20 36 23 22 20 34 23 25 29 28 21 35 20 20 59 27 26 20 20 2242 20 35 21
internal_value=0 6.79963e-07 -4.4173e-07 -2.94695e-05 -1.19855e-05 -2.75663e-05 -4.67374e-06 2.40221e-05 2.06773e-06 3.91112e-05 -2.95896e-05 7.84255e-05 0.000119495 0.000207963 3.69791e-05 0.000103561 -2.85256e-05 -1.86507e-06 -6.12162e-05 -0.000148774 -0.000300265 8.22806e-07 -1.47102e-06 4.06538e-07 4.53379e-05 -1.84832e-05 -1.00248e-06 6.65903e-05 -3.32617e-06 -5.696e-07
internal_weight=0 3101 3079 245 210 189 164 129 2834 272 99 173 125 57 76 51 48 2562 111 76 40 2451 2430 2403 68 40 2377 79 2298 2263
internal_count=3121 3101 3079 245 210 189 164 129 2834 272 99 173 125 57 76 51 48 2562 111 76 40 2451 2430 2403 68 40 2377 79 2298 2263
is_linear=0
shrinkage=0.1


Tree=2965
num_leaves=31
num_cat=0
split_feature=1365 1375 151 0 1373 1373 1375 457 448 0 2 2 2 15 1447 1208 403 3 399 132 13 133 16 52 12 13 12 43 402 43
split_gain=2.12688e-05 2.48553e-05 5.03377e-05 7.08711e-05 2.76873e-05 6.51936e-05 5.89456e-05 5.32733e-05 6.20136e-05 4.84592e-05 2.53024e-05 0.000194915 0.000147047 0.000598867 8.81069e-05 8.25944e-05 0.000106122 0.000253802 9.78084e-05 0.00112283 9.04223e-05 0.000126655 0.000122831 0.000232853 0.00011802 0.000227786 0.000167405 0.000137571 0.000265531 0.000169976
threshold=0.087370000000000017 0.08517000000000001 -0.0060399999999999994 -0.089604999999999976 0.086880000000000013 1.0000000180025095e-35 -0.42089999999999994 0.11612500000000002 0.030280000000000001 -0.24955499999999997 0.090935000000000016 0.091265000000000013 0.089775000000000008 0.082685000000000022 0.0030850000000000005 0.10233500000000001 -0.5341999999999999 -0.085784999999999986 0.091580000000000009 -0.083284999999999984 -0.085584999999999981 0.087720000000000006 -0.0068949999999999992 -0.085984999999999992 0.083815000000000014 -0.089109999999999981 0.084535000000000013 0.0034250000000000005 -0.085519999999999985 0.066275000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1 8 9 -8 12 -12 15 -14 -13 16 17 -11 20 -20 21 22 24 -24 25 -18 -26 28 -28 -29
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 10 11 14 13 -15 -16 -17 18 -19 19 -21 -22 -23 23 -25 26 -27 27 29 -30 -31
leaf_value=-0.00015259908139705658 7.9855791128383399e-05 -0.00023497772484309585 7.8361740590827099e-05 -1.433328037131326e-05 -9.3389036802334654e-05 0.00016931588394547125 0.00013236773042340897 0.00012605252608516499 -0.00016340357708980699 0.00011759281799078011 0.00027685213139597587 1.3878048615149255e-06 3.2188336312937017e-05 -0.00054758601163848659 0.0002080787815863178 0.00017255661525134068 4.6601891231797973e-05 -0.00033888919901199128 0.00069366923762572699 -0.00034160577688453487 -1.939259121404695e-05 0.00020512565824901686 -0.00032118710301542059 9.8697559966240091e-05 -0.0001855041333711645 0.00043975447806587908 0.00042498033688475733 -0.00024214977484007252 4.0458414284125131e-05 8.9175366253281649e-05
leaf_weight=25 33 24 21 37 31 23 28 34 23 21 27 1151 62 25 21 27 56 29 20 22 1023 40 28 25 38 20 21 32 124 30
leaf_count=25 33 24 21 37 31 23 28 34 23 21 27 1151 62 25 21 27 56 29 20 22 1023 40 28 25 38 20 21 32 124 30
internal_value=0 -8.53377e-07 -5.51732e-05 -0.000101144 6.284e-07 1.60808e-06 3.01411e-07 1.60736e-06 1.44818e-07 1.45548e-06 1.65708e-07 1.1211e-05 -7.89475e-06 -0.000134413 5.09131e-06 -8.20764e-07 -3.88237e-06 -0.000147167 9.61596e-07 0.000151382 -3.43483e-06 3.5997e-05 1.79084e-05 -0.000123128 4.11948e-05 0.000150063 7.42343e-06 4.28401e-05 9.61478e-05 -8.18312e-05
internal_weight=0 3088 82 61 3006 2975 2952 2927 2893 2870 2842 1199 1643 87 1172 1556 1529 50 1479 42 1437 414 374 53 321 76 245 207 145 62
internal_count=3121 3088 82 61 3006 2975 2952 2927 2893 2870 2842 1199 1643 87 1172 1556 1529 50 1479 42 1437 414 374 53 321 76 245 207 145 62
is_linear=0
shrinkage=0.1


Tree=2966
num_leaves=31
num_cat=0
split_feature=1209 132 132 15 402 131 1186 1203 2 132 42 390 42 1185 1185 394 131 131 130 1 13 33 1186 46 47 47 47 148 447 160
split_gain=2.3788e-05 2.10573e-05 0.000112783 7.27095e-05 3.04694e-05 3.89669e-05 3.02719e-05 2.23662e-05 3.49574e-05 5.137e-05 3.64768e-05 2.16796e-05 3.93423e-05 2.30769e-05 5.46104e-05 2.90058e-05 2.43761e-05 6.22259e-05 2.38667e-05 3.16885e-05 3.66038e-05 3.02915e-05 3.18005e-05 2.8433e-05 2.93525e-05 0.000279484 9.63738e-05 3.58963e-05 7.69978e-05 3.44159e-05
threshold=-0.14444499999999996 -0.083174999999999985 -0.050879999999999988 0.092400000000000024 -0.52461999999999986 0.13602500000000003 0.049580000000000006 0.084375000000000019 0.089320000000000024 -0.41094499999999995 -0.054814999999999996 0.087590000000000015 -0.012324999999999997 0.090595000000000009 0.085905000000000009 -0.089794999999999986 0.11863000000000001 0.11657500000000001 -0.23123999999999997 0.15471500000000002 -0.11122999999999998 -0.044254999999999996 0.084505000000000011 0.10562000000000001 0.092165000000000011 0.096475000000000019 0.088915000000000008 -0.10069499999999999 0.094580000000000011 0.51752500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 -4 11 7 8 10 -10 -2 13 -13 14 15 -6 17 18 -17 21 -21 -20 23 24 26 -26 27 -23 29 -29
right_child=1 2 4 -5 5 -7 -8 -9 9 -11 -12 12 -14 -15 -16 16 -18 -19 19 20 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00010870967911614572 -0.00016076260972812845 0.00020500724647852758 -0.00012333394450251946 -0.00019102703433600255 -9.1349337152577296e-05 0.00011791466318494973 -0.00012347297354911764 5.5059522833688421e-05 0.0001439102404183359 -5.8811261728806132e-05 -1.0720927161327022e-05 0.000171625331058749 -2.6723660412244502e-05 -9.2023029225986522e-05 0.00014073924922505048 0.00010480593828972253 -8.7739649006834963e-05 0.00016383141286022021 0.00011879252020402678 9.5243660325650136e-06 -0.00017739815706260164 0.00011000499564813384 0.00012379125568259044 0.00011306699667502905 -0.00032267742552600495 1.288505207331939e-06 0.00017506317761276037 -3.3056043880236017e-06 -0.00017500329200769417 0.00011031399154927823
leaf_weight=20 26 27 20 25 36 28 21 57 25 25 43 20 20 28 27 21 32 23 21 20 22 28 20 21 30 237 31 2114 26 27
leaf_count=20 26 27 20 25 36 28 21 57 25 25 43 20 20 28 27 21 32 23 21 20 22 28 20 21 30 237 31 2114 26 27
internal_value=0 -7.01126e-07 1.58714e-06 -3.03764e-05 -3.38646e-07 5.29965e-07 -9.9893e-06 3.55136e-06 -2.11206e-05 4.25495e-05 -6.72584e-05 -6.42208e-07 7.24508e-05 -1.69999e-06 -7.75636e-07 -2.18608e-06 -9.85231e-07 6.59394e-08 -1.37279e-06 -2.23138e-06 -8.83874e-05 -8.15119e-07 -1.80634e-06 -2.80553e-06 -3.78159e-06 -3.51122e-05 -2.36106e-08 -2.49636e-06 -3.95e-06 -1.87276e-06
internal_weight=0 3101 2879 222 2852 2832 197 176 119 50 69 2804 40 2764 2736 2709 2673 2641 2618 2597 42 2555 2534 2514 2493 267 2226 2195 2167 2141
internal_count=3121 3101 2879 222 2852 2832 197 176 119 50 69 2804 40 2764 2736 2709 2673 2641 2618 2597 42 2555 2534 2514 2493 267 2226 2195 2167 2141
is_linear=0
shrinkage=0.1


Tree=2967
num_leaves=31
num_cat=0
split_feature=474 2 1446 44 158 158 482 2 482 1 482 483 1 158 1445 484 0 160 1370 43 13 474 474 474 157 4 1 43 1 10
split_gain=2.07793e-05 7.15499e-05 4.1836e-05 2.16016e-05 0.000102729 2.48648e-05 2.68767e-05 5.68252e-05 4.73267e-05 0.000164607 0.000109845 0.000205258 9.60242e-05 4.07481e-05 2.89301e-05 3.42447e-05 0.00014596 0.000318037 0.000126592 9.4775e-05 5.03583e-05 4.02371e-05 0.000101346 9.69952e-05 0.000143876 0.00010602 3.74215e-05 0.00012271 0.000142192 6.78734e-05
threshold=0.10970500000000001 0.11067500000000001 -0.093534999999999993 0.099360000000000018 -0.47356499999999996 -0.46695499999999995 0.11117500000000001 0.090545000000000014 0.098465000000000011 0.16540500000000002 0.089745000000000005 0.087775000000000006 0.15170500000000001 -0.25150999999999996 0.077020000000000019 0.091180000000000011 -0.067624999999999977 -0.081639999999999976 1.0000000180025095e-35 -0.08287499999999999 -0.085384999999999975 0.087745000000000017 0.085860000000000006 0.088820000000000024 -0.081749999999999975 -0.018869999999999994 0.13686500000000004 -0.074974999999999986 0.13968000000000003 0.0036750000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 8 -8 9 10 12 -12 13 -7 15 18 17 19 21 -17 -21 22 26 -23 -25 -26 29 -28 -29 -15
right_child=1 -3 3 -5 5 6 7 -9 -10 -11 11 -13 -14 14 -16 16 -18 -19 -20 20 -22 23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.00014540932759700808 -0.00014739278121851386 5.2289469813866373e-05 0.00021644257147024543 -8.4132637348375289e-05 -9.7808889516342714e-05 -0.00013029522143597207 0.00020274207508919062 -2.3405449697747827e-05 -0.00012788303736607337 0.00026130213943057851 8.897594163885735e-06 -0.00039709301081529706 0.00021934551594313237 4.3632516908267655e-07 -0.00010874055757691775 -0.00016192529250734619 -0.00014349014291555845 0.00046713876421563324 -0.00024544272147024809 0.00018149453847188723 -1.177639583497344e-05 0.00026076980720972641 -0.00019051102286279535 -0.00018232362938579172 0.00025607142521766947 -4.1424121540647164e-05 0.00012979616982523691 -0.00036154706096567677 -2.3635189394223164e-05 0.0001138364416234523
leaf_weight=20 38 34 22 30 26 24 20 25 29 24 33 20 20 2337 24 21 29 20 21 28 26 20 28 25 25 23 22 20 33 54
leaf_count=20 38 34 22 30 26 24 20 25 29 24 33 20 20 2337 24 21 29 20 21 28 26 20 28 25 25 23 22 20 33 54
internal_value=0 -5.30984e-05 1.25388e-06 3.02041e-07 1.14667e-06 -4.44366e-07 4.13472e-07 7.71046e-05 -7.74105e-07 5.07146e-07 -1.68671e-06 -0.000144306 1.01287e-06 -5.57865e-07 5.71923e-07 1.53221e-06 5.28773e-05 0.000112821 -9.09048e-07 1.83364e-05 8.84382e-05 1.07596e-06 -1.33233e-06 6.56595e-05 1.22047e-05 0.000113521 8.15682e-07 -6.87385e-05 -0.000151149 2.99743e-06
internal_weight=0 72 3049 3029 2999 2977 2951 45 2906 2877 2853 53 2800 2780 2756 2732 124 95 2608 75 54 2587 2494 93 73 48 2466 75 53 2391
internal_count=3121 72 3049 3029 2999 2977 2951 45 2906 2877 2853 53 2800 2780 2756 2732 124 95 2608 75 54 2587 2494 93 73 48 2466 75 53 2391
is_linear=0
shrinkage=0.1


Tree=2968
num_leaves=31
num_cat=0
split_feature=10 0 11 9 2 1 34 16 43 1 45 1429 156 11 155 51 475 2 1428 16 156 1426 0 0 2 52 0 1 1 132
split_gain=2.10829e-05 0.000158745 6.27971e-05 5.11085e-05 3.33332e-05 0.000325973 0.000121514 4.28561e-05 2.69179e-05 2.22417e-05 3.09871e-05 5.41921e-05 5.62112e-05 3.29538e-05 6.92293e-05 5.81468e-05 3.02025e-05 0.000113224 5.72041e-05 2.96051e-05 2.45108e-05 3.18207e-05 2.66157e-05 0.000135451 5.96985e-05 7.04782e-05 2.84963e-05 5.5709e-05 0.000100729 2.83154e-05
threshold=0.053330000000000009 -0.079829999999999998 -1.0000000180025095e-35 0.091905000000000014 -0.0050599999999999994 0.094220000000000012 -0.079379999999999992 -0.0094449999999999968 -1.0000000180025095e-35 0.15618500000000002 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.092630000000000018 0.13657000000000002 -1.0000000180025095e-35 0.061570000000000007 0.090425000000000019 -1.0000000180025095e-35 -0.078844999999999985 -0.094124999999999986 -0.068029999999999993 0.11070500000000001 0.056435000000000006 0.11093500000000002 0.024145000000000003 -0.0058249999999999994 0.081315000000000012 0.08776500000000001 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 7 -7 -3 10 11 -6 13 14 16 -15 18 -18 -13 -12 -20 -22 23 26 25 -24 29 -28 -29 -23
right_child=1 8 3 -5 9 6 -8 -9 -10 -11 19 12 -14 15 -16 -17 17 -19 20 -21 21 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0001591271281358786 -0.00027113307168411151 -1.7234181523235748e-05 0.00041635172770838842 -0.00015547780037325408 -0.00016503415947227042 0.00013763836229069664 -0.00025013858128659195 -5.3384705223952954e-05 0.00012839553991480815 -7.7788399200496344e-05 -5.1851471653208133e-07 0.00016088975985026495 0.00016720890009310098 -0.00017972335112322721 0.00015991869465021107 1.6202624432149937e-05 8.4103158988000368e-05 -0.00024835439440461677 0.0001092540032186662 0.00016948225869176288 -0.00012752582450048066 3.3723200405347599e-05 -1.2483286098524167e-05 -0.00025550165640500689 -8.1143824077333274e-05 0.00022863615389117817 0.00019850166600441472 -0.00016413234975299845 0.00011772547855457561 -5.5480925663182326e-06
leaf_weight=25 23 30 20 21 20 24 20 23 22 37 20 22 20 28 27 33 20 21 20 21 20 200 22 21 21 27 21 21 32 2239
leaf_count=25 23 30 20 21 20 24 20 23 22 37 20 22 20 28 27 33 20 21 20 21 20 200 22 21 21 27 21 21 32 2239
internal_value=0 -5.23785e-05 1.28968e-06 -1.64846e-08 1.07174e-06 6.20659e-05 -4.3691e-05 4.4159e-05 4.43784e-05 -7.49915e-07 2.41192e-07 -1.00709e-06 1.58293e-07 -1.03706e-06 5.84852e-07 -7.37306e-05 -1.00437e-06 -8.618e-05 3.05536e-07 8.65551e-05 -1.03064e-06 -1.87123e-06 -9.06137e-07 -2.58647e-06 5.99218e-05 0.000120378 -4.72968e-07 6.06618e-05 6.04596e-06 -2.32781e-06
internal_weight=0 75 3046 3021 3000 87 67 47 52 2913 2876 2835 2815 2795 2734 61 2707 41 2666 41 2644 2624 2604 2534 70 49 2513 74 53 2439
internal_count=3121 75 3046 3021 3000 87 67 47 52 2913 2876 2835 2815 2795 2734 61 2707 41 2666 41 2644 2624 2604 2534 70 49 2513 74 53 2439
is_linear=0
shrinkage=0.1


Tree=2969
num_leaves=31
num_cat=0
split_feature=132 399 1203 394 0 4 132 133 400 130 40 33 9 2 15 15 403 1212 1213 401 401 402 1213 1210 1208 13 13 13 13 1212
split_gain=2.17088e-05 0.000105135 6.41049e-05 3.39758e-05 2.39402e-05 3.70942e-05 2.22339e-05 2.62048e-05 2.69518e-05 2.19656e-05 3.39534e-05 2.1284e-05 2.34328e-05 6.80518e-05 2.01703e-05 8.50119e-05 7.45132e-05 4.8985e-05 0.000109518 8.25917e-05 0.000114569 7.47268e-05 0.000218421 0.000134444 6.91371e-05 7.18297e-05 0.000105731 7.60828e-05 6.56587e-05 0.0001467
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.09759000000000001 -0.11242999999999999 0.066685000000000008 -0.44750499999999993 -0.42671999999999993 -0.016164999999999995 -0.22699999999999995 -0.23755499999999996 -0.009184999999999997 0.088235000000000022 -0.15339499999999998 0.087575000000000014 0.087825000000000014 -0.53255499999999989 -0.089544999999999986 -0.16396999999999998 0.11602000000000001 1.0000000180025095e-35 -0.45015499999999992 -1.0000000180025095e-35 0.0028200000000000005 0.098655000000000007 -0.092094999999999982 -0.087714999999999987 -0.085154999999999995 -0.081434999999999994 0.08815000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 -1 6 -6 -8 -9 -2 -11 -12 14 -14 16 -16 -13 18 -17 20 21 22 -19 24 25 -23 -27 -28 29 -29
right_child=1 -3 -4 -5 5 -7 7 8 -10 10 11 12 13 -15 15 17 -18 19 -20 -21 -22 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=9.0492402214295006e-05 -0.00010089879256806204 0.00016751706276217624 -0.00020112783939111982 -0.00012979821505723521 -8.7530548876986434e-05 -0.00015318114617912215 9.3016726105847275e-05 2.3891588156518069e-05 -8.5555171364311335e-05 0.00011777610643184744 -8.168236813470422e-05 -0.00014929085364981024 -2.6211551059773798e-05 0.00020225913943828678 0.00021836010157130659 -2.3023868166741784e-05 -2.1105154392444094e-06 9.9539352864350963e-05 0.00024503098889167799 -0.00019945609114074616 0.00018817740882778628 -0.00012963579851989256 -0.00032746694108936941 0.00022066252827893811 -0.00017397636674223064 0.00021950389588406931 -0.00017740309472587384 0.00029789387735945638 -2.4533072140785191e-06 -5.1749067097262014e-05
leaf_weight=20 21 38 20 20 29 20 29 63 35 25 31 35 32 22 20 35 2000 23 27 20 33 37 25 28 23 24 22 24 316 24
leaf_count=20 21 38 20 20 29 20 29 63 35 25 31 35 32 22 20 35 2000 23 27 20 33 37 25 28 23 24 22 24 316 24
internal_value=0 2.27417e-06 -3.05856e-05 8.39987e-08 -1.31834e-05 -2.49647e-05 -8.52668e-06 9.51358e-06 -1.51965e-05 9.96413e-07 1.7536e-06 7.18051e-07 1.64022e-06 6.68691e-05 3.43329e-07 1.52404e-05 -4.64187e-06 9.09454e-06 9.37097e-05 3.36377e-07 7.23767e-06 -3.69825e-06 -0.00012286 7.7872e-06 -4.89473e-06 3.80522e-06 1.58475e-05 3.18488e-06 1.40995e-05 0.000123072
internal_weight=0 2905 216 2867 196 176 156 127 98 2847 2826 2801 2770 54 2716 681 2035 661 62 599 579 546 48 498 470 447 410 386 364 48
internal_count=3121 2905 216 2867 196 176 156 127 98 2847 2826 2801 2770 54 2716 681 2035 661 62 599 579 546 48 498 470 447 410 386 364 48
is_linear=0
shrinkage=0.1


Tree=2970
num_leaves=31
num_cat=0
split_feature=1209 12 130 10 1 0 33 124 45 142 3 13 2 2 1446 15 13 3 1 150 456 2 0 2 43 2 15 16 1 49
split_gain=2.13344e-05 2.04082e-05 6.70135e-05 2.16604e-05 0.000122381 7.74451e-05 4.3541e-05 3.60927e-05 2.73614e-05 2.57048e-05 2.28759e-05 7.79634e-05 4.36221e-05 9.03448e-05 3.21016e-05 2.57327e-05 4.36818e-05 5.37286e-05 3.75795e-05 3.58558e-05 8.31062e-05 0.000133665 7.25323e-05 0.000161732 0.000111718 0.000104384 7.90226e-05 9.65426e-05 0.00014889 8.68854e-05
threshold=-0.14444499999999996 0.23631000000000002 -0.22562499999999999 -0.011559999999999999 0.093400000000000025 -0.098289999999999975 -1.0000000180025095e-35 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 0.14121000000000003 -0.17933499999999997 0.14445500000000003 0.12844500000000003 0.11655500000000001 -0.45963999999999994 -0.085584999999999981 -0.00083499999999999991 0.11829500000000003 0.11213000000000002 -0.085409999999999986 0.10644500000000001 -0.11991499999999998 0.080205000000000012 -0.081374999999999989 0.095545000000000005 -0.096999999999999989 -0.089669999999999986 0.087865000000000013 0.084945000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -5 -7 9 -8 11 -11 13 -12 15 16 -13 18 -18 22 -21 -22 23 -17 25 -25 29 28 -28 -26
right_child=1 -3 3 6 5 7 8 -9 -10 10 12 14 -14 -15 -16 19 17 -19 -20 20 21 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=0.00010295057174516843 0.00016309454792644829 -9.4511306293577012e-05 -0.00026195097819990703 0.00012442188469451919 0.00015559770137770103 2.5905367850403614e-05 0.00010788544366898184 -0.00012677034480006457 -8.751670942122777e-05 -0.00018199258559737548 6.026571456881145e-05 6.6835159536408762e-05 0.00013404524377417853 -0.0001724557763434508 -9.8987026087177753e-05 0.00031939195645723625 -0.00012506869272328915 -0.0002227031980014131 6.8785618313995666e-05 0.00011440322047168264 -0.00022625382776563391 3.8349534359960152e-05 -1.6736041672378029e-06 -0.00025734107844486558 -0.00014847975211783446 5.7065480480863094e-06 8.2103754412595921e-05 4.4565042963134181e-05 0.00043934357141552034 7.6858192650516608e-05
leaf_weight=20 25 23 21 28 25 30 22 32 36 24 69 22 36 22 33 21 20 22 20 22 42 35 2215 22 28 48 28 66 20 44
leaf_count=20 25 23 21 28 25 30 22 32 36 24 69 22 36 22 33 21 20 22 20 22 42 35 2215 22 28 48 28 66 20 44
internal_value=0 -6.63976e-07 3.7287e-08 -1.29793e-06 -4.52826e-05 7.0167e-06 3.15084e-07 -5.2895e-05 -8.76205e-07 2.06426e-07 -6.22164e-07 -2.55077e-06 4.08656e-05 4.00338e-06 -9.60444e-07 2.48856e-07 -5.42233e-05 -9.71795e-05 -2.81415e-05 2.01484e-06 -5.70056e-05 -0.00010598 4.35955e-06 5.2603e-05 3.0718e-05 -7.69656e-05 7.12441e-05 0.000123044 0.000230954 -1.07732e-05
internal_weight=0 3101 3078 3053 108 87 2945 62 2917 2881 2859 2732 127 91 2708 2675 84 62 40 2591 99 77 2492 277 256 70 186 114 48 72
internal_count=3121 3101 3078 3053 108 87 2945 62 2917 2881 2859 2732 127 91 2708 2675 84 62 40 2591 99 77 2492 277 256 70 186 114 48 72
is_linear=0
shrinkage=0.1


Tree=2971
num_leaves=31
num_cat=0
split_feature=33 130 4 158 1212 1454 160 42 12 158 158 42 43 16 1452 1447 12 1447 403 3 403 3 1208 15 484 483 484 160 1375 484
split_gain=2.18644e-05 2.07203e-05 4.67961e-05 2.12765e-05 0.000117962 7.93424e-05 6.57235e-05 4.34721e-05 4.55924e-05 4.42192e-05 3.96488e-05 0.000167746 6.04532e-05 4.4304e-05 4.2232e-05 3.49427e-05 0.000171883 0.000237296 0.000135024 0.000286529 0.000111544 6.24982e-05 5.18175e-05 0.000251136 3.40569e-05 4.99306e-05 4.78392e-05 4.18118e-05 5.30451e-05 4.08739e-05
threshold=-0.009184999999999997 -0.23647499999999996 0.63113500000000011 0.10380000000000002 0.087615000000000012 0.078175000000000008 -0.04016999999999999 0.094365000000000018 0.085785000000000014 0.11843500000000001 0.086290000000000019 0.088200000000000014 -0.0095349999999999983 -0.018494999999999998 -1.0000000180025095e-35 -0.085684999999999997 0.083985000000000018 -0.086849999999999997 -0.54856499999999986 -0.084074999999999997 -0.53960999999999981 -0.080289999999999986 0.098655000000000007 0.093115000000000017 -0.23687999999999995 -0.23991999999999999 -0.21034499999999998 0.11205000000000002 -0.27302499999999996 -0.096419999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 5 6 -5 8 -8 -10 14 12 13 -12 -3 16 -16 21 19 -17 -20 -18 24 -24 25 -22 -26 28 -28 -30
right_child=1 2 -4 4 -6 -7 7 -9 9 -11 11 -13 -14 -15 15 18 17 -19 20 -21 22 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=-8.3564146095135774e-05 -0.0001006165314174723 -0.00014477260536921224 0.0001257823212169266 -0.00015660737051568444 -0.0002300741951890254 0.00017598945348502393 5.8932065204477543e-05 0.00012126851466886225 -0.00019103880932443249 9.6660898721200375e-06 0.00013121035297242794 0.00031546858483038492 -0.00010875209450205148 -4.646716931703217e-05 0.00024700130143724946 -0.00043239828823557632 0.00016743384670310965 -0.00032183828414417809 0.00023708458611508833 6.2427075812593105e-05 -2.7690826682373883e-05 -5.0160067092457953e-05 -0.00036348874542454726 0.00013764563969743902 -0.00014655988263505358 0.00018624769882080727 -0.00016219201090734715 0.00011007798868896705 0.00013119063066066399 2.8051333948933388e-08
leaf_weight=31 20 20 30 31 26 22 34 26 23 21 36 21 32 23 33 22 33 20 20 25 20 22 20 20 22 24 20 35 24 2365
leaf_count=31 20 20 30 31 26 22 34 26 23 21 36 21 32 23 33 22 33 20 20 25 20 22 20 20 22 24 20 35 24 2365
internal_value=0 8.38349e-07 1.49929e-06 2.72816e-07 -3.27826e-05 -1.10151e-07 -2.88079e-05 9.28622e-06 -2.80412e-05 -9.52478e-05 2.39012e-06 6.07107e-05 1.92045e-06 6.19462e-05 1.05579e-08 1.07319e-06 5.68155e-05 -2.68663e-05 -1.22722e-06 -0.000169193 1.84453e-06 8.03963e-05 -4.8838e-10 -0.000112922 1.79905e-06 8.90029e-05 2.43102e-07 1.56457e-06 -1.20065e-08 1.34572e-06
internal_weight=0 3090 3070 3040 183 157 135 104 78 44 2857 112 91 59 2745 2725 108 75 2617 47 2570 55 2550 40 2510 44 2466 2444 2409 2389
internal_count=3121 3090 3070 3040 183 157 135 104 78 44 2857 112 91 59 2745 2725 108 75 2617 47 2570 55 2550 40 2510 44 2466 2444 2409 2389
is_linear=0
shrinkage=0.1


Tree=2972
num_leaves=31
num_cat=0
split_feature=1420 157 475 2 475 475 156 1375 3 1375 1445 481 3 42 2 1447 159 43 160 483 482 52 42 52 3 483 42 16 15 42
split_gain=1.92286e-05 7.18932e-05 2.28747e-05 2.64871e-05 2.57137e-05 0.000165742 0.000128916 9.69414e-05 0.000216873 7.19259e-05 3.54792e-05 4.67445e-05 0.000139994 0.000189015 0.000481869 3.29541e-05 0.000200346 0.000116112 3.66106e-05 8.0049e-05 0.000142751 0.000109818 0.000103484 0.000109911 0.000176408 0.000201861 7.57389e-05 0.00016951 5.74655e-05 4.60508e-05
threshold=0.056520000000000008 0.63397500000000007 -0.10664 0.097605000000000011 -0.086304999999999979 -0.085774999999999976 0.086765000000000023 -0.15308499999999997 0.092670000000000016 -0.090674999999999992 0.077020000000000019 -0.086484999999999992 -0.086274999999999977 0.090545000000000014 0.085485000000000019 -0.085684999999999997 -0.08569499999999998 -0.078654999999999989 -0.090484999999999996 0.098395000000000024 0.089745000000000005 0.11989500000000002 0.10571500000000002 0.0031350000000000002 -0.086224999999999982 0.083960000000000021 0.087995000000000004 -0.024819999999999998 -0.081924999999999984 0.086555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -4 8 -7 -9 11 12 -11 14 -14 16 17 -13 19 20 22 -21 23 24 -17 -26 29 28 -28 -25
right_child=-2 -3 4 -5 5 7 -8 9 -10 10 -12 15 13 -15 -16 18 -18 -19 -20 21 -22 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=-1.1687028185965923e-05 -9.1096827173200645e-05 0.00018965916577144527 -4.5269406617207586e-05 -0.00014891367030610457 -0.00028763290029019121 0.00029799242004173725 0.00023680118679644346 -0.00017735603336325805 -0.00012178023651358671 0.00030552461292245427 -0.0001293062230128531 -6.3405272063661239e-05 -0.00043212875809884921 0.0002512444705990631 0.00022250072969737548 -0.00011423077965446283 -0.00023358566002953972 0.00025011588340497669 -3.7380026635596796e-06 -9.1679981414927174e-06 -0.00022639761415200115 0.00031460066053444859 0.00024622869816431334 -7.7249312712608474e-07 0.00047760263805685099 4.3211423199745298e-05 -0.00011225010268390179 -0.00031314231234136971 0.00011726404075792136 0.00016363497168640607
leaf_weight=39 23 20 43 22 20 32 26 23 20 20 21 27 23 21 22 20 38 21 2307 20 23 22 21 115 20 23 20 25 24 20
leaf_count=39 23 20 43 22 20 32 26 23 20 20 21 27 23 21 22 20 38 21 2307 20 23 22 21 115 20 23 20 25 24 20
internal_value=0 6.76309e-07 -5.51649e-07 -6.11786e-05 6.74153e-07 -7.38239e-07 6.10181e-05 1.22142e-06 0.000136541 -1.22525e-06 1.9466e-07 1.15494e-06 7.37521e-05 3.51801e-06 -0.000112088 -1.11868e-06 -6.20438e-05 7.37602e-05 8.51083e-07 3.08426e-05 1.33428e-05 0.000160425 3.24887e-05 1.56777e-05 0.000131132 0.000245254 -1.99773e-05 -0.000105206 1.29394e-05 2.35842e-05
internal_weight=0 3098 3078 61 3017 2948 69 2928 52 2876 2853 2832 86 66 45 2746 86 48 2660 353 311 42 288 267 63 43 204 69 44 135
internal_count=3121 3098 3078 61 3017 2948 69 2928 52 2876 2853 2832 86 66 45 2746 86 48 2660 353 311 42 288 267 63 43 204 69 44 135
is_linear=0
shrinkage=0.1


Tree=2973
num_leaves=31
num_cat=0
split_feature=1200 132 399 1203 393 394 130 15 33 47 47 9 1 151 1429 150 151 4 49 151 151 151 151 151 49 148 16 4 0 0
split_gain=1.91485e-05 2.80245e-05 9.43446e-05 5.93191e-05 2.92885e-05 1.9534e-05 2.79271e-05 3.24329e-05 3.2925e-05 2.3541e-05 0.000141995 0.000108972 0.000171986 4.37498e-05 0.00010954 0.000156401 9.33041e-05 7.0085e-05 0.000104982 3.75235e-05 5.61303e-05 6.20587e-05 3.75044e-05 7.73807e-05 0.000105952 5.55171e-05 3.81885e-05 0.000115134 5.88391e-05 6.08239e-05
threshold=0.091775000000000009 -0.083449999999999983 0.091580000000000009 0.089005000000000015 0.10992000000000002 0.0041850000000000004 -0.22562499999999999 -0.5556049999999999 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.09055500000000001 0.13075500000000004 -0.088279999999999983 0.083725000000000008 0.10846000000000001 -0.10142999999999999 -0.0094449999999999968 0.13173000000000004 -0.085764999999999994 -0.085134999999999975 -0.083969999999999975 -0.078349999999999989 -0.039414999999999999 -0.063424999999999981 -0.080634999999999984 -0.18708499999999997 0.018150000000000003 -0.13455999999999999 -0.15090499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 -3 -8 -9 11 -11 13 -13 14 15 16 17 -10 -19 -15 -21 -22 25 24 -24 -23 27 -25 29 -29
right_child=-2 2 -4 -5 -6 -7 7 8 9 10 -12 12 -14 19 -16 -17 -18 18 -20 20 21 22 23 26 -26 -27 -28 28 -30 -31
leaf_value=-1.8280673422547504e-05 8.3849117907919691e-05 -0.00011511542945213261 0.00016050994973566788 -0.00019530247345322832 -0.00012079509819159286 7.9589702128883327e-05 9.3638280176909993e-05 -0.00011049994888405007 0.00012756629775616428 0.00026034012310750164 6.4052773408146143e-06 -0.00037379666304332209 4.0914803521445718e-05 -0.00010098666452671378 -0.0001007297437689359 0.00032891226051699209 0.00016841282011132298 -0.00024094628630943286 4.908891446225775e-05 0.0001500617074877179 -0.00015727737554698253 0.00020747526665218174 2.7527414531505204e-05 -0.00026372114371042699 -0.00029049211999253283 2.0222901807037968e-05 3.0603987319074066e-06 -1.908000960484483e-05 -5.7434716763131262e-05 0.00017030817736148103
leaf_weight=192 27 21 37 21 20 31 37 27 21 24 267 20 20 39 38 23 38 24 26 24 26 20 20 21 22 76 1757 43 131 28
leaf_count=192 27 21 37 21 20 31 37 27 21 24 267 20 20 39 38 23 38 24 26 24 26 20 20 21 22 76 1757 43 131 28
internal_value=0 -7.31726e-07 1.85605e-06 -3.57335e-05 -2.08012e-07 6.46004e-07 -2.30206e-07 6.40137e-07 -6.17974e-07 4.776e-07 2.73484e-05 -2.75756e-06 -0.000166441 -3.11061e-09 4.8879e-05 9.19482e-05 4.19466e-05 -2.57395e-05 -9.0128e-05 -3.76839e-06 -2.01953e-06 -3.72193e-06 -1.83693e-06 -4.73643e-06 -0.000139054 5.92338e-05 -1.88726e-06 -4.08695e-05 -1.77018e-05 5.56083e-05
internal_weight=0 3094 2881 213 2844 2824 2793 2772 2735 2708 291 2417 40 2377 170 132 109 71 50 2207 2168 2144 2118 2022 42 96 1980 223 202 71
internal_count=3121 3094 2881 213 2844 2824 2793 2772 2735 2708 291 2417 40 2377 170 132 109 71 50 2207 2168 2144 2118 2022 42 96 1980 223 202 71
is_linear=0
shrinkage=0.1


Tree=2974
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 11 51 13 16 12 472 16 3 52 52 4 1452 50 157 159 151 159 0 49 52 0 4 52 45 11 33
split_gain=2.26357e-05 0.000699695 0.000358767 0.000105742 2.002e-05 8.7093e-05 8.89219e-05 5.00953e-05 0.00024043 5.16227e-05 2.48282e-05 6.59178e-05 6.56812e-05 0.00016646 0.000113375 5.27913e-05 5.08539e-05 6.75594e-05 5.76266e-05 5.42658e-05 5.62742e-05 6.6597e-05 5.04118e-05 7.47863e-05 6.99603e-05 4.46171e-05 5.93366e-05 5.7713e-05 0.000161228 5.58381e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.094350000000000003 -0.057604999999999996 0.086705000000000018 0.6352000000000001 0.090695000000000012 -0.096814999999999998 0.071345000000000006 -0.24190499999999995 0.10473500000000001 0.024145000000000003 -0.059649999999999988 -0.073879999999999987 -0.099524999999999988 0.27799000000000007 0.10545500000000001 -0.085764999999999994 0.03981500000000001 -0.084269999999999984 0.089215000000000017 -0.53447999999999996 -0.064754999999999993 -0.17966999999999997 0.091275000000000009 0.094030000000000016 -0.011194999999999998 -0.009184999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 7 -6 -7 9 -9 -4 15 -12 13 16 -14 -11 -13 18 19 -18 21 -21 24 -24 -23 26 -17 28 -27 -30
right_child=2 -3 4 -5 5 6 -8 8 -10 10 11 12 14 -15 -16 25 17 -19 -20 20 -22 22 23 -25 -26 27 -28 -29 29 -31
leaf_value=-2.7144543219293068e-06 -0.00040463227765444163 0.00057985302936729231 0.00013865558128734983 -0.00024522491432435342 0.00019609174923297594 0.00011061873438302427 -0.00015111161073609429 0.00010537172021577136 -0.00035360841485228213 0.00016575610170548318 -0.00018279429820419562 0.00010363780830199463 0.00027019602663737411 -0.00024372221757857916 -6.2483146321028473e-05 0.00019364315085113049 -0.00012329057208262383 -0.00018383255089207998 -0.00013528371463537278 0.00012549868543828779 0.000176249158076561 0.00013696035354466101 8.8990127330885795e-06 -0.00021551381302102796 -2.8794959804542291e-05 0.00026526547858931893 -1.2228876896967581e-05 -0.0001646682074351702 -0.00015940742802161948 7.2958604698600084e-07
leaf_weight=178 22 21 27 20 27 25 27 25 21 20 24 38 21 32 20 28 28 23 31 40 22 36 33 27 87 23 28 21 22 2124
leaf_count=178 22 21 27 20 27 25 27 25 21 20 24 38 21 32 20 28 28 23 31 40 22 36 33 27 87 23 28 21 22 2124
internal_value=0 3.10011e-05 -2.3395e-06 -2.72105e-05 7.33574e-07 5.03789e-05 -2.52797e-05 -6.66633e-07 -0.000104163 1.06143e-06 -3.00387e-07 -2.14284e-05 -1.25865e-05 -2.5031e-05 0.000107914 4.00727e-06 -5.85811e-06 -1.85824e-05 -6.07992e-06 8.59157e-06 2.36638e-05 8.61055e-06 -1.69388e-05 -9.20868e-05 1.97188e-05 2.56694e-06 9.07071e-05 3.13128e-07 1.91046e-06 -9.1208e-07
internal_weight=0 219 2902 198 2880 79 52 2801 46 2755 2728 462 438 397 41 2266 365 327 304 273 245 223 183 60 123 2246 56 2190 2169 2146
internal_count=3121 219 2902 198 2880 79 52 2801 46 2755 2728 462 438 397 41 2266 365 327 304 273 245 223 183 60 123 2246 56 2190 2169 2146
is_linear=0
shrinkage=0.1


Tree=2975
num_leaves=31
num_cat=0
split_feature=33 9 16 2 97 104 9 43 45 13 1452 482 158 150 147 0 2 15 160 0 12 16 16 42 48 2 12 42 1429 128
split_gain=2.02503e-05 2.18324e-05 0.000113411 2.42821e-05 2.24348e-05 6.09124e-05 2.26431e-05 0.000102566 2.24764e-05 1.97257e-05 6.56448e-05 7.10551e-05 0.000151707 7.04933e-05 0.00012237 9.28697e-05 0.00025349 0.00020361 0.000147391 0.000173615 0.000116061 8.90116e-05 7.85391e-05 0.000100305 7.61711e-05 6.62394e-05 0.000142033 9.56241e-05 9.33923e-05 0.000103183
threshold=-0.044254999999999996 0.088235000000000022 -0.059624999999999991 -0.080614999999999978 -0.086464999999999986 1.0000000180025095e-35 -0.036024999999999995 -0.079734999999999986 0.094030000000000016 -0.0013449999999999996 0.096800000000000011 0.090355000000000005 0.10667500000000002 0.10980500000000001 0.095485000000000014 -0.094654999999999975 0.080205000000000012 -0.096999999999999989 0.084770000000000026 -0.14832499999999996 -1.0000000180025095e-35 -0.23935499999999996 -0.081414999999999987 -0.015274999999999999 0.086260000000000017 0.11018500000000002 0.098330000000000015 -0.018024999999999996 -0.011139999999999999 0.089035000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 -6 9 -8 11 12 13 15 -15 16 -11 24 19 -19 -17 -22 23 -23 -18 28 -27 -28 -24 -30
right_child=1 2 -4 4 5 -7 8 -9 -10 10 -12 -13 -14 14 -16 20 17 18 -20 -21 21 22 25 -25 -26 26 27 -29 29 -31
leaf_value=9.5602241410895001e-05 8.1065060874459821e-05 4.3038265346517508e-05 -0.00023066957477719066 -0.00010344124696400417 7.9575839031132924e-05 0.00016239049614143923 -4.3742650413961602e-06 -0.00023684803102696608 -7.9594231792725636e-05 0.00039942972564502906 -0.00016532858748178117 0.00017460789155653142 -0.00019107173207365643 -0.00023118678223649377 8.8147896098061701e-05 -0.00017732215133037244 1.1672752379025851e-05 -5.4664027756307808e-05 0.00033081292571421664 0.00026116497525176138 0.00021582111075986178 -1.7175580903379497e-05 -9.2330396236738548e-05 -0.00026211774758329347 -0.00018664557240245975 -0.00022986152872752946 -7.7358081903038253e-05 0.00017758882264128521 0.00011220516534529837 -4.7990611004506186e-05
leaf_weight=22 37 41 24 21 21 23 2018 20 35 23 20 28 35 28 21 32 45 46 29 28 22 82 37 21 34 28 31 28 190 51
leaf_count=22 37 41 24 21 21 23 2018 20 35 23 20 28 35 28 21 32 45 46 29 28 22 82 37 21 34 28 31 28 190 51
internal_value=0 -6.78688e-07 -5.80231e-05 5.4985e-07 -4.44165e-07 2.82629e-07 -9.79979e-07 -7.47773e-05 5.90629e-08 1.02808e-06 1.37195e-05 1.79876e-05 1.25803e-05 2.17656e-05 -9.43291e-05 2.95904e-05 8.66237e-05 4.70933e-05 0.000139725 6.48388e-05 7.19231e-06 1.92422e-05 1.00013e-05 -6.71152e-05 -7.36794e-05 3.1763e-05 -4.43878e-05 4.36337e-05 5.55944e-05 7.83048e-05
internal_weight=0 3099 65 3034 2997 2976 2953 41 2912 2877 859 839 811 776 49 727 205 182 103 74 522 490 468 103 79 365 87 59 278 241
internal_count=3121 3099 65 3034 2997 2976 2953 41 2912 2877 859 839 811 776 49 727 205 182 103 74 522 490 468 103 79 365 87 59 278 241
is_linear=0
shrinkage=0.1


Tree=2976
num_leaves=31
num_cat=0
split_feature=12 130 10 0 15 13 9 3 132 1186 399 15 394 129 15 1447 1456 133 1209 4 1446 160 15 12 1213 1213 13 13 43 43
split_gain=2.1346e-05 6.55279e-05 2.06367e-05 0.00010614 0.00012874 7.59217e-05 5.02519e-05 0.000191345 2.09094e-05 0.000604885 0.000305818 6.59713e-05 3.33561e-05 2.1881e-05 2.25901e-05 8.51619e-05 0.000187522 0.00017674 7.28273e-05 0.00031348 7.54426e-05 0.000120507 7.48864e-05 0.000101845 7.17238e-05 0.000158286 9.79114e-05 0.00010251 0.000202646 0.000295959
threshold=0.23631000000000002 -0.22562499999999999 -0.011559999999999999 -0.10224499999999999 -0.10091499999999999 -0.07692499999999998 0.08925000000000001 -0.014944999999999998 -0.083284999999999984 0.0044650000000000011 0.091580000000000009 0.092400000000000024 0.0041850000000000004 -0.082304999999999975 0.087575000000000014 -0.085684999999999997 0.04871000000000001 0.091250000000000012 -0.077594999999999983 -0.079764999999999989 0.037915000000000011 -0.53908999999999996 0.088990000000000014 0.090285000000000018 -0.24064499999999997 -0.085049999999999987 -0.090639999999999984 -0.066634999999999986 -0.08076499999999999 0.055925000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 8 -8 9 11 12 -4 13 -10 -15 -16 18 -18 19 -17 21 -20 23 -23 -24 -26 -27 28 -28 -30
right_child=-2 2 6 4 5 -7 7 -9 10 -11 -12 -13 -14 14 15 16 17 -19 20 -21 -22 22 24 -25 25 26 27 -29 29 -31
leaf_value=0.00016195657916250638 -9.5981676998274892e-05 -0.0002290021220990942 -3.3928975491113235e-06 0.00017554696697819359 2.7271152769038773e-05 -0.00021052830436929073 0.00029027103510452436 -0.00012471171013089591 9.8858305533543569e-05 0.00053917411881099859 -0.00030105701256188163 -0.00017743924824753778 0.00010388346441510705 -6.7531057161046041e-06 0.00016413778495108193 0.00042234408347645687 -6.5586377826073906e-06 -0.00041302323777927087 -0.00022830878723735542 -0.00011781060442940957 0.00014493364159511076 -0.00016962399878390531 -0.00011685909405514395 8.3564918910875954e-05 0.00028228017287983674 -0.00012974690587988765 0.00039660240311474939 -1.8003366946368915e-06 -6.2564200412783651e-05 0.00032543332672503312
leaf_weight=25 23 24 169 30 29 25 25 20 22 21 34 25 31 1945 36 21 23 20 22 22 39 47 32 24 25 38 21 209 66 28
leaf_count=25 23 24 169 30 29 25 25 20 22 21 34 25 31 1945 36 21 23 20 22 22 39 47 32 24 25 38 21 209 66 28
internal_value=0 7.12583e-07 -5.99197e-07 -4.35369e-05 9.45315e-06 -8.28212e-05 9.64807e-07 0.000105834 -6.51332e-07 2.93641e-05 -3.03703e-06 -2.58216e-05 7.56561e-07 -4.54399e-07 -1.28896e-06 1.45027e-05 6.04605e-06 -0.000195612 2.06442e-05 0.000145986 1.08625e-05 6.50085e-07 1.09299e-05 -8.4039e-05 2.70225e-05 3.89196e-05 2.2113e-05 3.99237e-05 0.000115753 5.30095e-05
internal_weight=0 3098 3073 108 84 54 2965 45 2920 215 2705 194 2671 2640 2618 673 637 43 594 43 551 512 490 71 419 387 362 324 115 94
internal_count=3121 3098 3073 108 84 54 2965 45 2920 215 2705 194 2671 2640 2618 673 637 43 594 43 551 512 490 71 419 387 362 324 115 94
is_linear=0
shrinkage=0.1


Tree=2977
num_leaves=31
num_cat=0
split_feature=14 14 1456 15 104 34 13 33 31 12 4 484 484 2 2 475 151 484 484 13 1455 12 158 13 13 12 4 16 47 1
split_gain=2.13574e-05 6.58048e-05 6.64719e-05 4.41895e-05 3.36593e-05 4.68364e-05 0.000183418 7.1412e-05 3.52081e-05 2.7029e-05 7.07331e-05 2.7414e-05 0.000219744 0.000187336 0.000127288 8.9731e-05 9.83721e-05 7.87353e-05 6.02678e-05 4.39798e-05 9.34764e-05 7.77042e-05 3.74703e-05 3.7435e-05 9.50519e-05 0.000182686 8.70996e-05 4.55003e-05 3.81283e-05 4.42555e-05
threshold=-0.41348999999999997 -0.23960999999999996 0.12676500000000004 -0.44764999999999994 0.086600000000000024 -0.057544999999999992 -0.0069799999999999992 -1.0000000180025095e-35 -0.081409999999999996 0.23631000000000002 0.63113500000000011 0.085790000000000019 0.08660000000000001 0.11362000000000001 0.10402500000000002 -0.085684999999999997 -0.098364999999999994 0.085435000000000025 0.091180000000000011 -0.085384999999999975 -0.041319999999999989 0.08598500000000002 -0.47336999999999996 -0.40078499999999995 -0.16152999999999998 0.089410000000000003 -0.059649999999999988 -0.08595499999999999 0.13975500000000002 0.13707500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 5 6 8 -7 -3 10 11 17 -13 14 15 -14 -17 22 -18 -20 -21 -22 -9 26 25 -25 -24 -28 29 -26
right_child=1 2 -4 -5 -6 7 -8 9 -10 -11 -12 12 13 -15 -16 16 18 -19 19 20 21 -23 23 24 28 -27 27 -29 -30 -31
leaf_value=-5.5233080274774696e-06 0.00013044335836849105 4.8183270105790364e-05 -0.00016267440217779949 -0.00016781988069060786 -0.00012822128517655073 -0.00018841678167518696 0.00033094850594005994 0.00013854837568942459 -0.00011417132144825618 -0.00011463965664006537 0.00018486826426981548 -0.00034872849879320712 0.0001902032368393107 -0.00024216038484531778 0.00024075159092899415 -0.00021665236784863974 0.00012018682618093278 0.00019664599413296119 7.4162107795990747e-05 -0.00023428166011096134 -0.00015349665263784119 9.4910811222850028e-05 0.00023269770577114641 -0.00036994077498093253 2.0454041676776868e-06 3.928087074503613e-05 7.298971127186503e-05 -0.00011053690448699688 0.00012203459672701473 -0.00010537006800848012
leaf_weight=62 39 34 25 23 20 20 21 20 22 20 21 20 22 29 25 23 35 21 29 24 20 34 23 20 2323 24 35 22 26 39
leaf_count=62 39 34 25 23 20 20 21 20 22 20 21 20 22 29 25 23 35 21 29 24 20 34 23 20 2323 24 35 22 26 39
internal_value=0 1.38416e-06 -2.95287e-07 -4.94389e-05 1.07062e-06 1.94658e-06 7.8914e-05 -1.14807e-07 -1.55989e-05 1.2043e-06 2.02154e-06 6.5701e-07 -3.02125e-05 -3.77958e-06 2.88291e-05 4.97227e-07 -2.47969e-05 3.81288e-06 6.27827e-06 -3.09815e-05 -7.00734e-05 2.90805e-06 2.21355e-06 1.12808e-06 -1.08599e-06 -0.000146729 6.84359e-05 2.15488e-06 1.59755e-06 2.71821e-07
internal_weight=0 3036 2997 85 2972 2952 77 2875 56 2855 2835 2814 261 241 212 187 165 2553 142 107 78 54 2532 2512 2432 44 80 57 2388 2362
internal_count=3121 3036 2997 85 2972 2952 77 2875 56 2855 2835 2814 261 241 212 187 165 2553 142 107 78 54 2532 2512 2432 44 80 57 2388 2362
is_linear=0
shrinkage=0.1


Tree=2978
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 10 0 2 142 11 33 10 16 31 133 13 4 4 1452 150 2 457 13 16 2 130 130 130 4 4 4
split_gain=2.17539e-05 0.000114143 5.24573e-05 1.93207e-05 4.63652e-05 5.31873e-05 3.41644e-05 2.76397e-05 4.84573e-05 6.58498e-05 5.40156e-05 0.000511083 2.7079e-05 6.95011e-05 2.37534e-05 7.1702e-05 7.70563e-05 6.83667e-05 5.95403e-05 9.62577e-05 8.89498e-05 4.89445e-05 0.000155342 7.86047e-05 7.82952e-05 0.000127795 7.20252e-05 6.14241e-05 0.000207939 0.00014262
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23647499999999996 -0.38124499999999995 -0.067624999999999977 0.16394500000000004 -0.057499999999999989 -1.0000000180025095e-35 -0.012019999999999998 -0.0097449999999999985 -0.056919999999999991 -1.0000000180025095e-35 0.087435000000000013 -0.0013449999999999996 -0.42529999999999996 -0.16363499999999997 0.09921000000000002 0.10980500000000001 0.10644500000000001 0.096470000000000014 -0.0065549999999999992 -0.083134999999999987 0.08542000000000001 0.092560000000000017 0.086650000000000019 0.0043850000000000009 -0.085719999999999977 -0.084369999999999987 -0.087894999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 7 -6 -9 -10 11 -11 13 -12 15 -14 -17 18 20 -20 -16 24 -23 -24 25 26 27 29 -29 -18
right_child=1 3 -4 4 6 -7 -8 8 9 10 12 -13 14 -15 17 16 21 -19 19 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.1702246446165913e-05 0.00023460372439807373 -9.7329556447220972e-05 -0.00015812199504645314 -4.2749691471856626e-06 0.00011253125890520592 0.00022358676273142921 -0.0001082152830725857 -0.00014147633435944348 -0.00017107474365978057 -0.00013625620976642658 -0.00021462074970258983 0.00043612238743942445 -0.00014832182449240732 4.0268338900363157e-05 2.2852328787134218e-05 0.00015205538966256427 7.5586204450071543e-06 -0.00015335928765125573 -0.00024046089984453416 3.3042960480557786e-05 0.0002228460931766439 -0.00030054173806527853 0.00012922714169170442 -8.1602422687865336e-05 0.00013271654164317054 -0.00025521351213683377 0.0001831157566075923 0.00025751596021432162 -4.1714678655597918e-06 -0.00027572430784251388
leaf_weight=194 21 20 28 21 22 20 29 24 22 39 20 26 34 23 672 32 52 23 22 31 23 23 28 48 43 20 21 31 1482 27
leaf_count=194 21 20 28 21 22 20 29 24 22 39 20 26 34 23 672 32 52 23 22 31 23 23 28 48 43 20 21 31 1482 27
internal_value=0 2.31034e-06 -3.01696e-05 6.15356e-07 1.30077e-06 0.000106877 -2.35845e-07 8.87327e-07 -6.57565e-10 1.23764e-06 2.63134e-06 9.26952e-05 4.26391e-07 -7.82847e-05 1.72217e-06 -4.44913e-06 -1.74206e-06 1.6458e-05 2.16797e-05 -8.04869e-05 2.94708e-05 -4.51475e-06 -7.28385e-05 -3.92837e-06 -4.78912e-07 -3.9862e-06 -8.7117e-07 -3.29813e-06 1.19027e-06 -8.92596e-05
internal_weight=0 2899 222 2878 2858 41 2817 2788 2766 2742 2720 65 2655 43 2612 1841 1807 771 748 53 695 1775 99 76 1676 1633 1613 1592 1513 79
internal_count=3121 2899 222 2878 2858 41 2817 2788 2766 2742 2720 65 2655 43 2612 1841 1807 771 748 53 695 1775 99 76 1676 1633 1613 1592 1513 79
is_linear=0
shrinkage=0.1


Tree=2979
num_leaves=31
num_cat=0
split_feature=33 34 34 33 10 4 9 45 1429 1429 3 3 1429 474 133 475 472 0 43 157 4 3 0 159 3 3 2 13 13 43
split_gain=2.28309e-05 2.3222e-05 4.02254e-05 2.19742e-05 3.36528e-05 0.000167576 2.25149e-05 2.25769e-05 2.31364e-05 0.000196795 7.13013e-05 0.000224822 0.000155114 0.000124751 0.000245647 9.08064e-05 7.09177e-05 4.82017e-05 8.62206e-05 4.5821e-05 3.78536e-05 0.000122475 4.59628e-05 9.54416e-05 0.000147808 9.69048e-05 0.000232769 0.000110719 6.9386e-05 3.95117e-05
threshold=-0.044254999999999996 -0.097449999999999981 -0.084564999999999987 0.082285000000000011 -0.011239999999999998 0.053180000000000012 -0.036024999999999995 0.094030000000000016 0.032755000000000006 0.08357500000000001 -0.087429999999999994 -0.086424999999999988 0.084690000000000015 0.087035000000000015 0.085760000000000017 -0.084264999999999993 -0.080779999999999977 -0.084144999999999984 -0.073404999999999984 -0.077234999999999984 -0.50940999999999981 -0.098469999999999988 -0.0058249999999999994 0.10545500000000001 0.083060000000000009 -0.13309499999999996 0.10402500000000002 0.10002500000000002 -0.0075049999999999987 0.057265000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6 8 20 -10 12 -12 -11 14 -13 -15 -14 -17 -19 -18 21 -8 29 24 25 26 -24 -28 -27 -22
right_child=1 2 3 -5 6 -7 7 -9 9 10 11 13 16 15 -16 17 19 18 -20 -21 22 -23 23 -25 -26 28 27 -29 -30 -31
leaf_value=0.00010151133613941387 8.9935986904622828e-05 -0.00012306806869067562 -0.00022848013061721917 8.3293751559986354e-05 -0.00010049802830590952 8.3234610834292011e-05 5.2878625582606114e-05 -7.8787125987998615e-05 -0.00031956070909343131 0.00031014460096013782 -0.00032192458490195956 -6.9152738240732371e-05 0.00015189145058684518 -0.00022461449295336093 0.0003234434314072132 9.3223736182373063e-05 -0.00017229762249727451 -0.00019687433732906357 7.7981377641359967e-05 3.4662880716496146e-05 8.5663256239847215e-06 -0.00022326150606988512 0.00039959397676977374 -0.00011889837260241621 0.00032781706097673375 3.7286547119411552e-05 -0.00013528488963385354 0.00015676770062418655 -0.0002065858339528859 -2.8791418817960875e-05
leaf_weight=22 28 27 34 31 22 35 36 35 21 21 24 34 20 26 30 29 23 25 21 20 2030 29 21 26 22 28 27 25 20 329
leaf_count=22 28 27 34 31 22 35 36 35 21 21 24 34 20 26 30 29 23 25 21 20 2030 29 21 26 22 28 27 25 20 329
internal_value=0 -7.20635e-07 -1.5472e-06 -4.69323e-07 -1.33114e-06 -7.0364e-05 2.86817e-07 1.04563e-06 2.01347e-06 -2.45725e-05 -1.8811e-06 -3.59514e-05 7.47771e-05 5.64468e-06 0.000114877 -6.35717e-05 -3.67871e-06 -7.74348e-06 -7.13967e-05 -7.60369e-05 5.02785e-06 -7.03224e-05 6.96525e-06 5.73426e-05 8.93864e-05 4.60354e-05 0.000118602 5.12501e-06 -6.43269e-05 3.3562e-06
internal_weight=0 3099 3071 3044 3013 69 2944 2922 2887 294 273 189 84 165 64 101 63 75 46 43 2593 65 2528 169 143 121 73 52 48 2359
internal_count=3121 3099 3071 3044 3013 69 2944 2922 2887 294 273 189 84 165 64 101 63 75 46 43 2593 65 2528 169 143 121 73 52 48 2359
is_linear=0
shrinkage=0.1


Tree=2980
num_leaves=31
num_cat=0
split_feature=14 33 374 120 12 39 34 9 4 96 12 14 45 2 1 52 9 10 133 39 0 15 474 2 1427 1446 1446 457 457 2
split_gain=2.12454e-05 2.81822e-05 2.57132e-05 4.07249e-05 4.93627e-05 2.57541e-05 2.45389e-05 3.82424e-05 2.44427e-05 2.70011e-05 2.94135e-05 0.000174879 7.03426e-05 5.34849e-05 0.000102647 5.02962e-05 4.08e-05 7.5535e-05 2.7405e-05 5.46936e-05 9.34934e-05 3.24783e-05 2.60264e-05 8.30417e-05 3.43533e-05 4.07792e-05 4.17934e-05 3.83565e-05 7.66501e-05 7.93057e-05
threshold=-0.47200499999999995 -0.044254999999999996 0.092550000000000007 0.090440000000000006 0.22926500000000002 0.13507500000000003 -0.097449999999999981 -0.090799999999999978 0.62736500000000006 0.083725000000000008 -0.010834999999999999 -0.087574999999999986 0.084355000000000013 0.087470000000000006 0.107145 -0.091869999999999993 0.091905000000000014 -0.0093599999999999985 -0.084614999999999982 0.085330000000000003 -0.14723999999999998 -0.088429999999999995 0.10970500000000001 0.11067500000000001 0.089335000000000012 0.11655500000000001 0.10734500000000001 -0.086004999999999984 -0.068264999999999978 0.091185000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8 9 10 11 -9 16 14 -13 -15 17 -12 -17 -20 -21 -22 24 -24 25 26 27 -19 29 -29
right_child=1 2 -4 -5 -6 -7 7 8 -10 -11 12 13 -14 15 -16 18 -18 22 19 20 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-8.1062356889560769e-05 0.00011629036862792593 9.6691585909306572e-05 0.00010777136538474058 -0.00013629262089538813 0.00015304121001723356 -0.00011116511242497446 -0.0001171969344016231 -0.00028530436584696872 7.8865650667490304e-05 0.00010264093626756221 0.00018960038554117394 -0.00024260136488010178 0.0001465178822427609 0.00013526483009862264 3.3902622554110011e-05 -8.3614399534995124e-05 -0.00013923149577056479 -5.4738689863006587e-05 0.00014000024727595569 -0.00018362057412741706 0.00013068680605976204 -1.7785641241917963e-05 -0.00016879327582393995 6.8615911452350422e-05 9.6373178422328311e-05 -0.00011858727869774409 0.00011422739951285622 0.00022057695059629623 -7.4883652601948141e-07 -2.2864609491080046e-05
leaf_weight=32 21 26 22 22 21 21 28 25 39 25 21 25 33 31 29 34 21 125 28 25 26 34 34 26 37 29 32 32 2194 23
leaf_count=32 21 26 22 22 21 21 28 25 39 25 21 25 33 31 29 34 21 125 28 25 26 34 34 26 37 29 32 32 2194 23
internal_value=0 8.39752e-07 4.95102e-08 -7.2852e-07 2.57726e-07 -8.1069e-07 -3.35457e-08 -8.84308e-07 2.27971e-07 -8.33597e-07 -1.73683e-06 -3.40137e-05 1.44504e-06 -6.93491e-06 -9.41085e-05 1.9511e-05 -4.14866e-07 7.26987e-07 -4.89967e-06 1.87844e-05 -2.11455e-05 4.65524e-05 -8.39499e-07 -6.5916e-05 7.40027e-07 -7.13126e-07 7.07635e-07 -8.22539e-07 2.17413e-06 0.000118774
internal_weight=0 3089 3068 3046 3024 3003 2982 2956 2928 2889 2864 257 2607 232 54 178 2574 2553 147 113 85 60 2532 60 2472 2435 2406 2374 2249 55
internal_count=3121 3089 3068 3046 3024 3003 2982 2956 2928 2889 2864 257 2607 232 54 178 2574 2553 147 113 85 60 2532 60 2472 2435 2406 2374 2249 55
is_linear=0
shrinkage=0.1


Tree=2981
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 49 3 3 3 1204 2 399 1213 16 42 1213 4 1212 1212 402 401 1212 4 1212 160 1186 129 1212 0 0 402
split_gain=1.95068e-05 0.000580049 0.000325281 8.61158e-05 2.26049e-05 3.51117e-05 3.30023e-05 3.19288e-05 1.83276e-05 6.24559e-05 5.09271e-05 2.27797e-05 9.51312e-05 0.000152535 0.000238235 0.00015241 3.20953e-05 6.97096e-05 7.00111e-05 4.42589e-05 3.31452e-05 9.31973e-05 8.69455e-05 7.31088e-05 2.8451e-05 4.88246e-05 4.28458e-05 0.000109349 2.70876e-05 0.00026125
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.10211000000000002 -0.042499999999999989 -0.073309999999999986 -0.083154999999999993 -0.0026799999999999997 0.080205000000000012 -0.085049999999999987 0.085855000000000015 -0.082779999999999979 0.090990000000000015 0.12389500000000002 -0.080584999999999976 0.11796000000000001 0.10242000000000001 -0.45015499999999992 -0.06959499999999999 0.087615000000000012 -0.077999999999999986 0.089995000000000019 -0.57146499999999989 -0.083174999999999985 -0.082304999999999975 0.073745000000000019 -0.085754999999999984 -0.086409999999999987 0.10874500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 -1 9 -4 -11 16 15 14 -14 -13 17 18 -10 -20 23 22 -22 -21 -25 -26 28 -28 29 -27
right_child=2 -3 8 -5 -6 -7 -8 -9 11 10 -12 12 13 -15 -16 -17 -18 -19 19 20 21 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=5.6128808164935948e-06 -0.00038523051943312485 0.00052850648476340301 0.00017964185556593293 -0.00022096760312138031 9.8046077036997295e-05 -0.0001320027805460003 0.00010548891620531392 -0.00013407258840743454 -0.00016953850339632484 -0.00010607133594146882 6.6226503726543996e-05 -0.00028082426753826438 -0.00025246593688193358 0.00027910354456253119 0.00020873853069739803 6.0222633511318092e-05 -0.00010077259695125659 0.00017992957908150164 0.00013102469756267967 0.00018099125339755449 -0.00029685274282449181 6.6064330624483002e-05 -4.1719646062975861e-05 -0.00010825522197410465 0.00015457021654583514 -8.058940234647594e-06 -6.5042115602409473e-05 0.00026563814884866588 5.0756919519552174e-06 -0.00032346449276061593
leaf_weight=90 22 21 25 20 20 22 26 20 25 29 42 20 21 32 24 38 33 21 25 22 22 35 34 25 20 960 20 20 1360 27
leaf_count=90 22 21 25 20 20 22 26 20 25 29 42 20 21 32 24 38 33 21 25 22 22 35 34 25 20 960 20 20 1360 27
internal_value=0 2.87788e-05 -2.17181e-06 -2.42226e-05 -2.11641e-06 -1.47952e-05 4.16485e-06 -1.97845e-05 7.54337e-07 4.37134e-05 -4.14867e-06 -7.27011e-07 3.93424e-05 0.000112198 -6.49022e-06 -5.73797e-05 -2.76906e-06 -1.53277e-06 -3.00125e-06 -1.38124e-06 -2.68189e-06 -6.19448e-05 -0.000141951 -4.84283e-07 -2.12592e-06 -1.02362e-06 -2.3273e-06 0.000100298 -4.07635e-06 -1.66871e-05
internal_weight=0 219 2902 198 178 158 136 110 2880 96 71 2784 135 77 45 58 2649 2616 2595 2570 2545 91 56 2454 2432 2407 2387 40 2347 987
internal_count=3121 219 2902 198 178 158 136 110 2880 96 71 2784 135 77 45 58 2649 2616 2595 2570 2545 91 56 2454 2432 2407 2387 40 2347 987
is_linear=0
shrinkage=0.1


Tree=2982
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 130 43 1 0 16 52 43 43 150 159 49 43 133 484 43 42 3 0 0 43 1372 160 160 1 13 13
split_gain=1.97119e-05 0.000128725 7.50377e-05 1.75508e-05 5.76633e-05 2.35133e-05 4.82432e-05 3.92429e-05 8.90112e-05 4.44763e-05 3.58645e-05 3.57898e-05 7.83001e-05 6.32947e-05 6.80041e-05 0.000130998 0.000101738 8.58098e-05 0.000104028 8.51855e-05 0.00010922 6.78248e-05 3.84142e-05 3.65889e-05 0.000135254 0.000110431 0.0001209 4.18862e-05 3.7143e-05 3.68986e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.23631000000000002 -0.22461999999999996 -0.14792499999999997 0.10312500000000001 -0.077429999999999985 0.15273500000000004 0.088785000000000017 -0.23714499999999997 -0.088704999999999992 0.10375000000000002 0.10668000000000001 -0.061079999999999988 -0.090869999999999992 0.089200000000000015 0.079595000000000013 -0.097804999999999989 -0.088934999999999986 -0.085709999999999995 -0.089964999999999976 -0.082619999999999985 -0.085739999999999997 -0.087494999999999976 -0.077459999999999987 -0.088244999999999976 0.08801500000000001 0.11596500000000001 0.10591500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 7 9 -9 -6 -8 12 13 14 21 16 17 18 22 -18 -21 -7 -16 25 -25 26 -13 -27 29 -26
right_child=1 3 -4 -5 5 11 10 8 -10 -11 -12 23 -14 -15 15 -17 19 -19 -20 20 -22 -23 -24 24 28 27 -28 -29 -30 -31
leaf_value=-7.085155001009414e-06 0.00024888464970336787 0.00014654700213146429 -0.00018496104099473019 -8.6605423996883002e-05 -1.37170010512118e-05 4.5880933215481821e-05 -2.6209281697281935e-05 0.00014903632531058976 -7.6720335205355969e-05 -0.00017586326910185607 -0.0001996916164968682 -3.067430001325332e-05 0.00021252222998199337 -0.0001464101645979099 0.00016888110869331288 0.00026845448256398622 -0.00023008969132899354 -9.0670132522063795e-05 0.00030068057892128347 0.00012702532382036225 -0.00015517980039779408 -0.00020243110987146134 -6.7543064660364481e-06 0.00025337177461811473 -1.6734078515139289e-06 -4.2775742137261363e-05 -0.00035770655027590693 0.00015061096803817368 0.00012478990791588214 -0.00013487274374624359
leaf_weight=195 21 27 27 23 87 22 22 40 31 21 26 26 23 21 20 26 21 20 27 32 24 22 33 21 2154 24 20 21 23 21
leaf_count=195 21 27 27 23 87 22 22 40 31 21 26 26 23 21 20 26 21 20 27 32 24 22 33 21 2154 24 20 21 23 21
internal_value=0 2.19922e-06 -2.87187e-05 3.99227e-07 1.10014e-06 -2.88497e-07 -3.11541e-05 -7.28148e-06 5.04665e-05 -4.52454e-05 -0.000120179 2.40527e-06 3.54551e-05 2.0259e-05 3.44293e-05 5.88578e-05 2.80696e-05 9.4597e-05 0.000140914 -5.83297e-05 6.08027e-06 -7.82751e-05 5.95232e-05 -1.75815e-06 7.90503e-07 -6.3906e-05 -0.000172862 4.74714e-05 -1.62269e-06 -2.95947e-06
internal_weight=0 2899 222 2878 2855 2828 227 179 71 108 48 2601 291 268 247 203 177 100 80 77 56 44 53 2310 2219 91 46 45 2198 2175
internal_count=3121 2899 222 2878 2855 2828 227 179 71 108 48 2601 291 268 247 203 177 100 80 77 56 44 53 2310 2219 91 46 45 2198 2175
is_linear=0
shrinkage=0.1


Tree=2983
num_leaves=31
num_cat=0
split_feature=130 40 132 50 1185 1203 131 13 15 3 400 394 43 4 16 12 16 133 2 16 43 130 2 2 132 455 51 51 1209 457
split_gain=2.07609e-05 4.90297e-05 2.01667e-05 0.000617772 0.000298385 0.000111799 1.94131e-05 2.74465e-05 2.49127e-05 4.3289e-05 4.93738e-05 2.08671e-05 1.7766e-05 5.12308e-05 3.59793e-05 0.00018615 7.29711e-05 6.62435e-05 3.47766e-05 4.31598e-05 3.12844e-05 6.64535e-05 6.24736e-05 5.75943e-05 4.46639e-05 2.91236e-05 2.78479e-05 9.95055e-05 6.76861e-05 5.11569e-05
threshold=-0.23647499999999996 -0.23755499999999996 -0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.096845000000000014 0.056795000000000005 -0.099734999999999976 -0.076234999999999983 -0.014055 -0.021004999999999996 -0.14792499999999997 0.10637500000000001 -0.071854999999999988 0.08493500000000001 -0.0098449999999999979 0.2590050000000001 0.10188000000000001 0.22339500000000004 -0.095589999999999994 0.091705000000000023 0.084885000000000002 0.092875000000000013 0.084605000000000014 0.090605000000000019 0.094075000000000006 0.090560000000000015 0.13368500000000003 0.10021000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 6 7 8 -3 10 11 -10 13 14 15 -6 -16 -17 19 -18 21 22 -14 -24 -25 26 27 28 -22 -28
right_child=1 2 4 -5 12 -7 -8 -9 9 -11 -12 -13 20 -15 16 17 18 -19 -20 -21 25 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=-0.00010155755378946196 0.0001348229090109709 -8.1500174829588187e-05 -0.00036962396248286085 0.0005585109946332523 0.00030025082302191078 -0.00024875902949133888 -9.2324673314578834e-05 0.00010617901887803018 -5.1391166198300202e-05 0.00012688782767832486 -0.00015518929842073704 7.8057350015803953e-05 -8.8607327705129797e-05 -0.00013989449970026996 -0.00021586532073342827 -0.00013350121940935164 -2.0253356304541136e-05 8.7942688895220104e-05 -0.00010007834508607111 0.00015163015618565538 -4.5814799018044161e-06 0.00019531093833211345 0.00014310200001798674 -0.00011893676882292231 7.8323885494076734e-05 8.5397452960769921e-05 4.2324352439794122e-05 -0.00017519056645516471 0.0001717424469626911 -0.00011697352767276409
leaf_weight=20 27 33 22 20 21 20 20 26 20 27 20 33 39 34 20 35 48 22 28 21 2091 25 45 22 24 39 241 34 22 22
leaf_count=20 27 33 22 20 21 20 20 26 20 27 20 33 39 34 20 35 48 22 28 21 2091 25 45 22 24 39 241 34 22 22
internal_value=0 6.54994e-07 -5.23449e-07 2.87212e-05 -2.76674e-06 -2.4524e-05 5.30223e-07 1.22101e-05 -6.15978e-06 1.87025e-05 -2.13112e-05 2.92089e-05 8.2138e-08 -2.66217e-05 -6.87161e-06 4.57367e-05 -4.19438e-05 -4.80316e-05 -6.08373e-06 3.2059e-05 2.43052e-06 4.5999e-05 1.72851e-05 6.26676e-05 -1.60182e-05 -3.26978e-07 -1.71422e-06 -5.47649e-06 -2.74564e-06 2.89991e-05
internal_weight=0 3101 3074 219 2855 199 179 159 133 100 73 53 2833 229 195 78 117 57 97 69 2604 155 130 91 46 2449 2410 2147 2113 263
internal_count=3121 3101 3074 219 2855 199 179 159 133 100 73 53 2833 229 195 78 117 57 97 69 2604 155 130 91 46 2449 2410 2147 2113 263
is_linear=0
shrinkage=0.1


Tree=2984
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1210 42 1210 1209 1209 403 403 403 133 1211 1211 1200 1203 1203 131 131 43 131 130 1456 0 52 12 0 1210 13 0
split_gain=2.02619e-05 4.79028e-05 6.47313e-05 4.09232e-05 0.000130567 4.7993e-05 2.5601e-05 3.84763e-05 1.99438e-05 4.28719e-05 4.04456e-05 3.12485e-05 3.94992e-05 4.64594e-05 2.72829e-05 5.70547e-05 3.20333e-05 2.59051e-05 0.000139908 0.000393616 0.000123796 0.000101581 8.37054e-05 6.58022e-05 0.000106754 0.000173175 9.93917e-05 4.73858e-05 4.72736e-05 4.67114e-05
threshold=0.12461500000000002 0.10837500000000001 0.098655000000000007 -0.13847499999999999 0.094935000000000005 -0.090569999999999998 -0.087714999999999987 -0.074484999999999982 -0.52641999999999989 -0.44023999999999991 -0.41825499999999993 0.5140450000000002 0.11716500000000001 0.11013500000000002 0.086110000000000006 0.094640000000000016 0.087075000000000014 0.089415000000000008 0.090690000000000007 -0.082389999999999977 0.088495000000000004 0.084580000000000016 -0.065759999999999985 -0.080309999999999979 0.077655000000000016 0.087215000000000015 -0.073309999999999986 -0.077869999999999981 -0.085584999999999981 -0.064339999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 -8 -9 -10 -11 12 13 14 15 16 17 20 19 -19 27 22 -20 24 28 -26 -25 -12 -24 -28
right_child=-2 -3 -4 5 -6 6 7 8 9 10 11 -13 -14 -15 -16 -17 -18 18 21 -21 -22 -23 23 26 25 -27 29 -29 -30 -31
leaf_value=-4.6925938555172514e-05 -0.00010032954810412775 0.00014442755428203586 -0.00016401540985195123 -0.00014776200729432857 0.00028761071996996184 9.2392709387543925e-05 -9.9121454341235602e-05 7.189786445696183e-05 -0.00011009634655368116 0.00012789191989577377 0.00014400418604845587 -9.6603358234102481e-05 0.00010253699713901274 -0.00013316017597949563 9.9354026886950522e-05 -0.00016814105674711755 9.5082584367547606e-05 0.00013007094134081856 0.00019462311605214684 -0.00047651412990924892 0.00020911004457016603 -0.00021194157334754153 9.7145935896233754e-05 -0.0001906293257585882 -2.2517923589475686e-05 0.00039362450886983426 9.8429698375505676e-05 -2.5914323334365059e-07 -8.3081272761012588e-05 -4.9670401632172063e-05
leaf_weight=28 20 23 24 22 20 30 39 39 35 25 23 33 38 26 28 20 36 20 24 23 29 21 22 36 20 20 34 2263 43 57
leaf_count=28 20 23 24 22 20 30 39 39 35 25 23 33 38 26 28 20 36 20 24 23 29 21 22 36 20 20 34 2263 43 57
internal_value=0 6.47075e-07 -4.27308e-07 8.58257e-07 9.24643e-05 -6.04515e-07 4.80427e-07 -4.53009e-07 8.67084e-07 -9.61294e-08 1.25903e-06 1.34803e-07 1.2819e-06 -1.19814e-07 1.15236e-06 1.3057e-07 1.39056e-06 1.10516e-07 -2.65582e-05 -0.000194382 3.79691e-06 -5.06244e-07 1.68381e-05 -1.5535e-06 5.70176e-05 0.000185553 -4.99784e-05 1.19233e-06 -2.20813e-05 5.6637e-06
internal_weight=0 3101 3078 3054 48 3006 2984 2954 2915 2876 2841 2816 2783 2745 2719 2691 2671 2635 320 43 2315 277 256 232 105 40 127 2286 65 91
internal_count=3121 3101 3078 3054 48 3006 2984 2954 2915 2876 2841 2816 2783 2745 2719 2691 2671 2635 320 43 2315 277 256 232 105 40 127 2286 65 91
is_linear=0
shrinkage=0.1


Tree=2985
num_leaves=31
num_cat=0
split_feature=479 479 481 1447 2 403 13 483 158 1456 153 158 51 3 474 50 12 130 480 1447 1447 1447 481 481 47 47 47 0 393 133
split_gain=1.97449e-05 4.60986e-05 2.60487e-05 9.27375e-05 0.000115781 7.42436e-05 2.41922e-05 2.40633e-05 4.30729e-05 2.46651e-05 4.5748e-05 2.68052e-05 3.47503e-05 4.77282e-05 3.1456e-05 3.07854e-05 5.44534e-05 5.2818e-05 3.07056e-05 4.83825e-05 6.44236e-05 3.25685e-05 4.63477e-05 4.98835e-05 3.04044e-05 0.000192143 0.000118125 5.20632e-05 5.03459e-05 5.01376e-05
threshold=0.10769500000000001 0.088785000000000017 -0.087424999999999989 -0.085324999999999984 0.08708500000000001 -0.56738999999999995 -0.076384999999999995 -0.47356499999999996 0.13270500000000005 0.11510000000000002 0.084695000000000006 0.12023500000000002 -0.43587999999999999 -0.078084999999999988 0.11902500000000001 -0.24165499999999998 0.23631000000000002 -0.22461999999999996 0.095525000000000013 -0.086849999999999997 -0.085709999999999995 -0.084334999999999979 -0.078899999999999984 -0.050084999999999991 0.092165000000000011 0.09550500000000002 0.088915000000000008 -0.24955499999999997 0.12765500000000005 -0.14717499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 -2 -7 9 10 11 12 13 -9 15 -14 17 -17 19 -19 -21 -22 -23 -24 26 -26 27 -25 -29 -27
right_child=6 -3 5 4 -6 7 -8 8 -10 -11 -12 -13 14 -15 -16 16 -18 18 -20 20 21 22 23 24 25 29 -28 28 -30 -31
leaf_value=-0.00023725233844570107 -0.00014390258556453599 0.00011671384871827767 0.00018853226183204069 0.00013399493071836223 -0.00013988382476060813 -0.00010682720160167222 9.7729511617217225e-06 -1.5941669283035611e-05 0.00013691037956564485 8.2959498561519613e-05 -0.00015221175097394736 -0.00011580080772546354 0.00011776338849978691 0.00019726121965851193 -0.00012291141791224836 0.00013940373987511353 -0.00016141424830926727 0.00011035064147645012 -0.00012160872190309289 -0.00014287606572906952 0.0001034732801296438 -0.0001492786266940779 0.0001239608368905465 0.00013750920296405202 -0.00030973027805094206 0.00012369257075568805 0.0001992728603363503 -3.7067310207920765e-06 0.00015187988146429972 -2.2910317060217944e-05
leaf_weight=21 21 34 21 33 29 21 20 21 23 35 20 20 22 21 21 27 21 39 21 32 30 21 32 27 23 26 30 2161 21 227
leaf_count=21 21 34 21 33 29 21 20 21 23 35 20 20 22 21 21 27 21 39 21 32 30 21 32 27 23 26 30 2161 21 227
internal_value=0 9.17696e-07 -3.74842e-07 -5.56277e-05 5.89035e-06 1.17291e-06 -6.89389e-05 -1.64462e-07 6.0237e-07 -4.79439e-07 -1.49948e-06 -4.39241e-07 3.78056e-07 9.06598e-05 -9.85421e-07 -5.77237e-08 -1.00442e-06 2.35402e-07 -1.16145e-06 -2.13762e-07 -1.85331e-06 -1.16309e-07 -1.32647e-06 -1.06603e-07 -1.6852e-06 -3.30016e-05 2.17515e-06 -5.01593e-07 -2.20933e-06 -7.84441e-06
internal_weight=0 3080 3046 83 62 2963 41 2942 2921 2898 2863 2843 2823 42 2781 2760 2738 2717 2690 2669 2630 2598 2568 2547 2515 276 2239 2209 2182 253
internal_count=3121 3080 3046 83 62 2963 41 2942 2921 2898 2863 2843 2823 42 2781 2760 2738 2717 2690 2669 2630 2598 2568 2547 2515 276 2239 2209 2182 253
is_linear=0
shrinkage=0.1


Tree=2986
num_leaves=31
num_cat=0
split_feature=130 12 132 1185 132 50 2 2 2 52 402 400 1429 156 474 1429 46 156 49 484 2 484 12 15 15 15 12 2 13 158
split_gain=2.14869e-05 4.95351e-05 2.0327e-05 0.000133812 5.32804e-05 3.69948e-05 1.94154e-05 5.15855e-05 3.88013e-05 4.01786e-05 3.51208e-05 3.00233e-05 1.84678e-05 4.79782e-05 6.01912e-05 2.40904e-05 1.99641e-05 8.29272e-05 2.55255e-05 0.000112178 0.000273911 0.000248085 0.000160718 6.56577e-05 0.000157386 9.91299e-05 5.90744e-05 0.00015998 7.40546e-05 5.74341e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 0.10497000000000002 0.097070000000000004 0.089320000000000024 0.08568000000000002 0.087360000000000007 -0.014055 0.12521000000000002 0.3248100000000001 0.11787500000000002 0.11023000000000001 0.10253500000000002 -0.094124999999999986 0.085805000000000006 0.086135000000000017 0.087625000000000022 0.079595000000000013 0.087830000000000005 -0.092489999999999989 -0.099734999999999976 -0.088184999999999986 0.092550000000000007 0.10060500000000001 -0.06884499999999999 0.085030000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 9 10 -2 -11 13 14 15 16 17 -5 -19 21 -21 23 -22 24 29 -25 -27 -28 -29 -20
right_child=1 -3 3 12 -6 -7 -8 -9 -10 11 -12 -13 -14 -15 -16 -17 -18 18 19 20 22 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=-0.00010331787900213386 0.0001078902361879238 0.00015018635542880722 0.00025336148073187192 0.00014970208931532471 -0.00017726044230089016 -0.00012216907246814419 7.26901086057875e-05 -0.00014948369182251475 0.00013400652232204184 -5.8162298459633764e-06 -6.0047408551326961e-05 -0.00017510477469841136 9.5754482417760299e-05 -0.00015126619310606095 0.00016911479733174755 -8.8484670067696101e-05 -8.5398909760880533e-05 3.3429159871307885e-06 -5.8150632077437581e-05 0.00038537218933925037 -0.0001994747131123274 -0.00038797742192400622 0.00014579871875377228 0.00016517125885810756 -0.00028660043379724295 4.8250347037647968e-05 -0.00031567089539575612 0.00016229632669819696 -8.0207387166892133e-05 0.00010090391055460454
leaf_weight=20 33 22 21 37 22 27 33 23 22 22 20 20 20 21 21 31 27 2230 120 22 28 20 26 36 28 66 21 20 34 28
leaf_count=20 33 22 21 37 22 27 33 23 22 22 20 20 20 21 21 31 27 2230 120 22 28 20 26 36 28 66 21 20 34 28
internal_value=0 6.66356e-07 -4.0199e-07 1.86293e-06 -2.95501e-05 -1.3302e-05 3.68884e-06 -1.25757e-05 1.43378e-05 -1.3375e-05 4.45175e-05 -8.64298e-05 6.36705e-10 -6.79433e-07 4.51988e-07 -8.24839e-07 1.65848e-07 1.01645e-06 -1.03706e-06 -2.27906e-05 8.79429e-05 -4.5353e-05 -3.32319e-05 -2.59408e-05 -6.91908e-05 1.70648e-05 -2.07496e-05 -8.14695e-05 9.6088e-06 -2.80592e-05
internal_weight=0 3101 3079 2857 222 200 173 140 117 95 53 42 2836 2816 2795 2774 2743 2716 2679 449 76 373 54 353 176 177 141 75 54 148
internal_count=3121 3101 3079 2857 222 200 173 140 117 95 53 42 2836 2816 2795 2774 2743 2716 2679 449 76 373 54 353 176 177 141 75 54 148
is_linear=0
shrinkage=0.1


Tree=2987
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 131 131 131 0 1208 1208 1208 1209 43 402 1209 16 13 13 50 133 403 1210 52 130 130 52 52 12 52 403
split_gain=1.80848e-05 0.000568075 0.00029364 0.000102452 1.86803e-05 2.23934e-05 3.40907e-05 3.66828e-05 2.04078e-05 7.34244e-05 4.50643e-05 3.56791e-05 8.54504e-05 2.94106e-05 0.00012567 8.48462e-05 0.000174771 7.29859e-05 7.37004e-05 5.95288e-05 4.49031e-05 4.65543e-05 3.45639e-05 2.74314e-05 7.21906e-05 2.31611e-05 0.00015611 0.000278124 9.79583e-05 0.000225321
threshold=-0.083284999999999984 0.089480000000000018 0.11233000000000001 0.10022000000000002 0.13602500000000003 0.12681500000000004 0.11684000000000001 -0.077999999999999986 0.11332500000000002 0.10233500000000001 0.086590000000000014 -0.087714999999999987 -0.0047449999999999992 -0.0088649999999999979 -0.074484999999999982 -0.087989999999999985 -0.080519999999999994 -0.066634999999999986 0.087000000000000008 0.26753000000000005 -0.52800499999999995 -0.056299999999999996 0.085310000000000011 -0.22461999999999996 -0.11198999999999999 0.091275000000000009 0.10160000000000001 0.091840000000000019 0.088005000000000014 -0.0014349999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 8 -8 9 10 11 12 -2 14 -13 -16 -17 -18 22 20 -15 -22 -19 -23 -25 28 27 -27 -26 -30
right_child=2 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 13 -14 19 15 16 17 18 -20 -21 21 23 -24 24 25 26 -28 -29 29 -31
leaf_value=-6.2951176925012956e-07 -5.2885548211634162e-05 0.00052225251697347549 -0.00036604273363164715 -0.00023933823431434578 7.3300032132205418e-05 -0.00010564603815510054 -8.0537662142887708e-06 0.00017907020567442736 -8.8987783153872732e-05 0.00016113515791533117 -0.00014417209538144314 -0.00023098093274868383 0.0002394334832001732 -0.00013386302604340017 0.00013068629984268733 -0.00030776237607434663 0.00012420445393925345 7.5602387919757716e-05 -0.00019026918907184156 0.00013892133634550602 0.00012260456100076199 -0.00011452481225465559 -6.8837610257711896e-05 0.00018945309635455489 4.4029275127040021e-08 -2.1168911766059267e-05 3.3033506633831044e-07 -0.0004760285490192473 -8.4618101992300194e-05 0.00034506467659062203
leaf_weight=178 20 21 22 20 35 20 20 22 26 28 22 29 20 25 36 21 36 37 25 31 31 21 30 20 1772 41 443 20 23 26
leaf_count=178 20 21 22 20 35 20 20 22 26 28 22 29 20 25 36 21 36 37 25 31 31 21 30 20 1772 41 443 20 23 26
internal_value=0 2.771e-05 -2.09114e-06 -2.47415e-05 6.89049e-07 -2.04232e-07 5.42258e-07 8.99636e-05 -8.07255e-07 2.43354e-08 -1.62869e-06 -4.70227e-07 9.3274e-05 -1.87621e-06 -3.74297e-05 -7.08926e-06 -4.03773e-05 3.49055e-06 -4.37453e-05 1.22548e-06 -5.36939e-07 8.53613e-07 1.09278e-05 -7.41603e-07 2.77351e-07 -1.34997e-06 -2.03217e-05 -0.000170303 3.90087e-06 0.000143377
internal_weight=0 219 2902 198 2880 2845 2825 42 2783 2757 2729 2707 40 2667 214 185 149 128 92 2453 2422 2397 67 2366 2345 2325 504 61 1821 49
internal_count=3121 219 2902 198 2880 2845 2825 42 2783 2757 2729 2707 40 2667 214 185 149 128 92 2453 2422 2397 67 2366 2345 2325 504 61 1821 49
is_linear=0
shrinkage=0.1


Tree=2988
num_leaves=31
num_cat=0
split_feature=132 1203 394 48 131 400 16 52 399 12 130 10 1 0 9 9 151 13 11 11 1429 475 472 13 16 13 0 0 1453 13
split_gain=2.01209e-05 0.00012699 0.000115138 1.88421e-05 2.75562e-05 4.7427e-05 3.14806e-05 2.52764e-05 2.30845e-05 1.79603e-05 5.32544e-05 1.69135e-05 0.000112694 7.10664e-05 4.79393e-05 6.19304e-05 3.78433e-05 2.27681e-05 2.05601e-05 2.33014e-05 2.92628e-05 4.46932e-05 4.22171e-05 2.3056e-05 2.12763e-05 5.27361e-05 9.12228e-05 0.000132185 4.32433e-05 7.35675e-05
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 0.086125000000000021 -0.076979999999999979 0.10931000000000002 -0.090764999999999985 0.086040000000000019 0.087170000000000011 0.23631000000000002 -0.22562499999999999 -0.010699999999999999 0.093400000000000025 -0.098289999999999975 0.08925000000000001 0.10629500000000001 -0.078349999999999989 -0.081434999999999994 0.096435000000000007 0.088710000000000011 0.12365500000000001 -0.24039999999999997 -0.097514999999999977 0.097995000000000013 0.071345000000000006 -0.095539999999999986 0.056435000000000006 0.13134000000000004 -0.057274999999999993 -0.070304999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 -1 6 -6 8 -8 10 -2 12 -12 -14 18 -16 -15 -18 19 20 21 -13 -23 -20 -24 -26 28 -28 -27 -30
right_child=2 -3 -4 -5 5 -7 7 -9 -10 -11 11 14 13 16 15 -17 17 -19 23 -21 -22 22 24 -25 25 26 27 -29 29 -31
leaf_value=0.00010647439424550005 0.00015614314973142677 -0.0002694788688677363 0.00023009107932342554 -8.4234633630750564e-05 0.00010609283792291537 -0.00013159547782449338 2.4878092716045847e-05 5.424074793024505e-05 -0.00010736502467118431 -8.756396719431707e-05 -0.00024109957819084889 -0.00011325803410727532 0.00015878068033998717 6.2973511953516765e-05 0.00022332532170862992 -1.9811181700788439e-05 -2.5140105508794281e-05 -0.00016743673341724472 0.00014341504514353193 -7.7964721593814785e-05 0.00012040322258144442 0.00013844496210036925 3.5363869187840492e-06 -3.0739787193438548e-06 8.7334892660004618e-05 0.00012085742571137168 -0.00035744890763453444 -9.3542778661988752e-06 -8.4531123300530465e-05 1.2537431745421111e-05
leaf_weight=24 22 20 22 26 30 26 22 35 33 23 22 35 24 23 22 20 23 22 21 39 20 22 2083 22 41 22 20 24 125 208
leaf_count=24 22 20 22 26 30 26 22 35 33 23 22 35 24 23 22 20 23 22 21 39 20 22 2083 22 41 22 20 24 125 208
internal_value=0 -2.94458e-05 2.18944e-06 -4.95262e-06 7.17286e-06 -9.15068e-06 1.7379e-05 -1.21922e-05 -5.44678e-05 4.50332e-07 1.15814e-06 -4.32951e-08 -3.77798e-05 1.08402e-05 1.53598e-06 0.000107546 -4.13741e-05 -9.47073e-05 -1.24128e-07 -1.24176e-06 -9.09135e-08 -1.02498e-06 5.18504e-07 6.84672e-05 -6.84185e-07 -2.06648e-05 -3.17625e-05 -0.000167579 -1.49288e-05 -2.38997e-05
internal_weight=0 216 2905 196 170 146 120 90 55 2883 2860 2838 114 92 2724 42 68 45 2682 2639 2600 2580 2545 43 2523 440 399 44 355 333
internal_count=3121 216 2905 196 170 146 120 90 55 2883 2860 2838 114 92 2724 42 68 45 2682 2639 2600 2580 2545 43 2523 440 399 44 355 333
is_linear=0
shrinkage=0.1


Tree=2989
num_leaves=31
num_cat=0
split_feature=130 12 132 50 1185 1203 159 159 159 12 158 1 3 52 13 42 159 403 133 403 1208 51 46 1428 157 11 12 1428 1 1425
split_gain=1.97363e-05 4.4626e-05 1.84934e-05 0.000554931 0.000285774 0.000106039 1.74074e-05 7.51831e-05 7.42826e-05 5.88084e-05 0.00011682 7.59306e-05 0.000121463 0.000103345 5.74039e-05 5.52709e-05 5.5024e-05 3.97263e-05 0.000123875 9.21464e-05 4.1547e-05 3.40148e-05 2.50036e-05 4.88188e-05 4.94344e-05 3.00396e-05 0.000155639 8.80636e-05 5.43032e-05 3.25202e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.10909999999999999 -0.092414999999999983 -0.088129999999999986 0.094225000000000017 -0.4686749999999999 0.10205500000000002 -0.076234999999999983 0.50999000000000005 -0.082759999999999986 0.094165000000000013 -0.085179999999999992 -0.54856499999999986 0.40431 -0.53960999999999981 0.098655000000000007 0.0038750000000000004 0.084955000000000017 -0.071779999999999997 0.63334000000000013 0.08976000000000002 0.10149500000000002 0.096340000000000023 0.11669000000000002 0.084940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 9 -8 -9 11 -11 12 14 -14 21 -12 -10 18 -18 -19 22 -6 23 -21 25 27 -27 29 -28 -25
right_child=1 -3 4 -5 6 -7 7 8 16 10 15 -13 13 -15 -16 -17 17 19 -20 20 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-9.9019714980386198e-05 3.2082690891359799e-07 0.00014255638406294484 -0.00036154379472877322 0.00051641933423525195 -0.00018414847727399319 -0.00024253096667962382 0.00014604485836065983 -0.00017838354245253393 0.00013455388027303403 0.00024958806063295923 7.2815649812885873e-05 8.1760858248108653e-05 -8.4425208966753087e-05 -0.00039456488676868119 0.00010369228305838382 -0.0001121581268879319 -0.00027680019004037602 0.0002159417752409354 6.3488078012596816e-05 -0.00014409313975509417 -0.00010332786259823479 2.8244772693142295e-07 9.1284081985753394e-05 -3.0433418508515012e-07 0.00015150529526925479 0.00022221972214859256 -0.00016887907518337117 -0.00017742424778199558 5.6424388603772974e-05 0.00011010848845924354
leaf_weight=20 178 22 22 21 20 20 36 23 31 20 30 27 22 21 24 35 20 20 23 23 38 20 31 2220 22 34 23 28 20 27
leaf_count=20 178 22 22 21 20 20 36 23 31 20 30 27 22 21 24 35 20 20 23 23 38 20 31 2220 22 34 23 28 20 27
internal_value=0 6.38632e-07 -3.75395e-07 2.76315e-05 -2.51998e-06 -2.42097e-05 2.63153e-07 2.52788e-06 5.27641e-07 -2.68205e-05 3.82435e-05 -6.80924e-05 -0.000105906 -0.000235889 -1.85735e-05 -2.67856e-05 2.13505e-06 5.11881e-07 -9.47855e-05 2.16023e-06 4.26395e-07 -9.1933e-05 2.05023e-06 8.96179e-07 2.30088e-06 9.05258e-07 6.23343e-05 -1.17388e-06 -6.40868e-05 1.02239e-06
internal_weight=0 3101 3079 219 2860 198 2838 2619 2583 219 85 134 107 43 64 65 2560 2529 43 2486 2466 40 2428 2397 2374 2352 77 2275 43 2247
internal_count=3121 3101 3079 219 2860 198 2838 2619 2583 219 85 134 107 43 64 65 2560 2529 43 2486 2466 40 2428 2397 2374 2352 77 2275 43 2247
is_linear=0
shrinkage=0.1


Tree=2990
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 130 0 16 12 3 16 3 484 1452 158 0 158 12 16 142 11 1 46 159 3 159 160 159 3 13 2
split_gain=2.02588e-05 0.000146564 4.75159e-05 1.97615e-05 4.67465e-05 1.88033e-05 3.55431e-05 2.82877e-05 7.32284e-05 1.87902e-05 1.63444e-05 1.62702e-05 2.5099e-05 3.65656e-05 5.88625e-05 3.34462e-05 2.73887e-05 6.01793e-05 4.646e-05 4.5005e-05 4.34117e-05 3.41133e-05 3.08281e-05 6.84168e-05 6.51664e-05 4.63394e-05 5.16457e-05 4.26211e-05 5.84435e-05 5.8083e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.23631000000000002 -0.22562499999999999 -0.11242999999999999 -0.095094999999999985 0.11418000000000002 -0.073309999999999986 -0.072804999999999981 -0.085274999999999976 -0.52850499999999989 0.11769000000000002 -0.46695499999999995 -0.077809999999999976 -0.40433999999999992 0.12757000000000002 0.0028900000000000006 -0.057499999999999989 -0.014494999999999999 0.15471500000000002 0.10123000000000001 -0.10909999999999999 -0.070099999999999982 -0.094234999999999985 -0.4136149999999999 -0.45371999999999996 0.149315 -0.17933499999999997 0.14445500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -3 -1 -7 8 9 10 -8 -6 13 14 -13 -15 18 -18 -17 -20 21 22 23 25 -24 26 -21 28 -26 -29
right_child=1 3 -4 -5 11 6 7 -9 -10 -11 -12 12 -14 15 -16 16 17 -19 19 20 -22 -23 24 -25 27 -27 -28 29 -30 -31
leaf_value=8.0289841280318795e-05 0.00026545298238661851 0.00013719541474711152 -0.00015089119598477347 -9.2012880087049393e-05 -9.0025520003109711e-05 -0.00013243155922100413 -4.0176924946871098e-05 -9.619996354659736e-05 0.00017347279047802053 -9.4289529918639288e-05 5.5260631565675689e-05 2.1360784303396939e-05 0.0001002406510669971 0.00012997186640859582 -0.00019789030823934205 0.00014617422824482094 -0.00020008110600645609 3.6585462856402792e-05 -0.00014218118836156049 -4.2931671750607328e-05 -0.0001324337118906745 0.00011892803409136832 0.00017157128889306003 -0.00016318466748796508 -0.00015567225649040968 -9.7221704527328265e-05 0.000144215509450684 1.9793820078637422e-05 1.190804741513655e-06 0.00018471603839786662
leaf_weight=20 21 25 28 23 20 25 38 27 24 26 34 25 25 20 24 22 21 22 22 29 24 25 23 36 24 32 30 81 2296 29
leaf_count=20 21 25 28 23 20 25 38 27 24 26 34 25 25 20 24 22 21 22 22 29 24 25 23 36 24 32 30 81 2296 29
internal_value=0 2.22952e-06 -2.91144e-05 3.08847e-07 1.05259e-06 -1.15383e-05 -2.20933e-05 -3.58014e-06 1.69177e-05 -2.14223e-05 4.89081e-06 -1.5008e-07 4.89603e-07 -4.05829e-07 -8.60275e-05 1.1276e-06 1.78821e-07 -7.89959e-05 1.45249e-06 2.51478e-07 1.44338e-06 2.6768e-06 1.55033e-06 -4.64905e-05 4.03757e-06 -3.25799e-07 5.22279e-05 2.45186e-06 -4.31917e-07 6.32733e-05
internal_weight=0 2899 222 2878 2855 194 174 149 122 98 72 2830 2810 2785 49 2736 2716 43 2673 2651 2629 2605 2580 127 2453 91 59 2430 2320 110
internal_count=3121 2899 222 2878 2855 194 174 149 122 98 72 2830 2810 2785 49 2736 2716 43 2673 2651 2629 2605 2580 127 2453 91 59 2430 2320 110
is_linear=0
shrinkage=0.1


Tree=2991
num_leaves=31
num_cat=0
split_feature=130 12 421 9 33 9 8 147 1348 150 447 1426 147 132 1203 393 50 46 1455 158 131 16 0 158 16 39 13 39 48 48
split_gain=2.08156e-05 4.14935e-05 1.91548e-05 3.43222e-05 6.09447e-05 9.15669e-05 5.61251e-05 2.19588e-05 6.58729e-05 3.19154e-05 2.82819e-05 2.82985e-05 4.15561e-05 2.64e-05 0.0005984 0.000273484 8.6308e-05 2.497e-05 6.59082e-05 3.90764e-05 3.46072e-05 4.94569e-05 0.000112211 3.96481e-05 2.90135e-05 2.79519e-05 5.40041e-05 4.35557e-05 4.71308e-05 8.69442e-05
threshold=-0.23647499999999996 0.23631000000000002 -1.0000000180025095e-35 0.092890000000000014 -0.009184999999999997 0.085555000000000006 0.097795000000000007 0.097985000000000017 0.089175000000000018 -0.15178999999999995 0.089395000000000016 -0.089244999999999977 0.089810000000000015 -0.083284999999999984 0.089480000000000018 0.12679500000000002 0.093975000000000017 0.10253500000000002 0.11817000000000001 -0.47382999999999992 0.11684000000000001 -0.077074999999999991 -0.075359999999999996 -0.22818499999999997 0.13751500000000003 0.10508500000000001 -0.013304999999999999 0.098905000000000007 0.12879500000000002 0.14257500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -5 8 9 -6 11 -11 13 14 16 17 -13 18 19 -15 23 -22 -23 -21 -24 27 -27 28 -25 -30
right_child=1 -3 3 6 5 -7 -8 -9 -10 10 -12 12 -14 15 -16 -17 -18 -19 -20 20 21 22 24 25 -26 26 -28 -29 29 -31
leaf_value=-0.00010169123706873507 -9.786763581359992e-05 0.00013750201869697776 -0.00014776575917494484 0.00021108485884042242 0.00011347068642256393 0.00020371750443618194 -2.2985246808578574e-05 -7.8675628578316216e-05 0.00017637774808030199 0.00010269731027130127 -8.5826510848789907e-05 1.2400715522907961e-06 -0.00013900969312420454 -0.00014078741643970717 0.00055322925283689988 -0.00037213433168290069 -0.00021858296089703801 -9.6574266273010952e-05 0.00015550923886217385 -0.00010149214693228715 -4.8927994292422106e-05 0.00028528322531517759 -7.277461623917112e-05 1.4903321008007311e-06 9.5518860907759526e-05 -0.00016175566059598256 1.6098996586247507e-05 0.00013479928365995876 -0.00025126980624571888 2.0029891796487698e-05
leaf_weight=20 20 22 28 20 24 22 21 36 21 26 40 167 22 20 20 20 20 27 27 40 29 23 21 2224 20 31 38 24 21 27
leaf_count=20 20 22 28 20 24 22 21 36 21 26 40 167 22 20 20 20 20 27 27 40 29 23 21 2224 20 31 38 24 21 27
internal_value=0 6.55859e-07 -3.21931e-07 3.15831e-07 -9.18781e-07 4.56375e-07 9.11953e-05 -1.05028e-06 -9.71697e-08 -1.37026e-06 -2.32495e-06 -1.15176e-06 -2.1089e-06 -1.03286e-06 3.33334e-05 -3.77739e-06 -2.22704e-05 -9.13032e-07 1.01842e-07 -1.56456e-06 -4.49886e-07 5.94055e-05 0.000108494 -2.76446e-06 9.31976e-06 -1.09465e-06 -6.38067e-05 7.89992e-07 -6.25599e-07 -9.86637e-05
internal_weight=0 3101 3079 3059 3018 2990 41 2968 2932 2911 2887 2847 2821 2799 207 2592 187 2572 2545 2518 2498 93 64 2405 41 2365 69 2296 2272 48
internal_count=3121 3101 3079 3059 3018 2990 41 2968 2932 2911 2887 2847 2821 2799 207 2592 187 2572 2545 2518 2498 93 64 2405 41 2365 69 2296 2272 48
is_linear=0
shrinkage=0.1


Tree=2992
num_leaves=31
num_cat=0
split_feature=12 130 132 1185 1203 10 0 10 33 52 45 49 474 474 51 15 475 12 0 15 51 15 12 4 42 49 1 49 16 4
split_gain=2.1142e-05 4.31828e-05 1.9338e-05 0.000135368 6.64926e-05 2.00148e-05 0.000112158 0.000128803 4.99109e-05 3.05979e-05 2.3096e-05 2.03731e-05 6.12157e-05 0.000206463 0.000133742 0.000121831 7.65345e-05 5.81069e-05 0.000140752 8.35356e-05 8.07047e-05 6.10251e-05 8.41026e-05 8.4085e-05 5.07816e-05 4.92602e-05 8.1827e-05 7.74626e-05 5.95343e-05 4.71286e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.011559999999999999 -0.10224499999999999 -0.086389999999999981 -1.0000000180025095e-35 -0.075329999999999994 0.094030000000000016 0.085805000000000006 0.087440000000000004 0.08393500000000001 -0.020454999999999997 -0.026084999999999994 -0.048844999999999993 0.090285000000000018 -0.069824999999999984 -0.084564999999999987 -0.44986999999999994 -0.092334999999999987 0.099100000000000008 0.053925000000000008 0.088200000000000014 0.10440000000000001 0.10708500000000001 0.092975000000000016 -0.097644999999999996 -0.010655
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -5 9 -7 -8 11 29 13 15 -14 16 -13 18 19 24 -19 22 -22 -23 25 27 -27 28 -18 -10
right_child=-2 2 3 5 -6 8 7 -9 10 -11 -12 12 14 -15 -16 -17 17 20 -20 -21 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00012662279941314073 -9.5521826923409802e-05 -8.0335310532560836e-06 0.00025477112870984936 -0.00023809773584893584 -0.00017288131821260324 0.00013442205662223778 1.9268845283912251e-05 0.00020119982579490169 -5.589299075836607e-06 -0.00012920899400861735 -7.934162388968011e-05 -0.00021675282289271267 0.00026520471134142061 -0.00033620180280801533 -5.3057918581368045e-05 0.00016654132927856956 -0.00011360036989893108 -0.00023180862067965791 0.00021079190234060308 -0.00021303137647919355 -0.00020759284135933476 -4.869758244716477e-05 5.0839629402616992e-05 0.00019637522761643467 0.00014878366949103242 -0.00024070400170537391 2.3729105945676564e-05 0.00019919432605092883 9.4713284203823181e-05 2.5027481343058195e-05
leaf_weight=27 23 194 21 23 28 28 23 25 1408 35 36 21 23 21 31 34 34 25 31 20 34 42 20 21 21 22 25 20 23 782
leaf_count=27 23 194 21 23 28 28 23 25 1408 35 36 21 23 21 31 34 34 25 31 20 34 42 20 21 21 22 25 20 23 782
internal_value=0 7.09164e-07 -3.97859e-07 1.81725e-06 -2.88251e-05 -6.11163e-08 -4.26923e-05 1.14562e-05 1.59903e-06 -7.03299e-05 2.18533e-07 1.2961e-06 -1.76426e-05 -3.07045e-05 8.24984e-05 -1.43802e-05 -3.15148e-05 -2.00059e-05 1.52857e-05 -2.14458e-05 -6.87183e-05 -3.38699e-05 -0.000111877 3.29934e-05 4.97984e-06 -1.9374e-05 -0.000100048 2.98686e-05 -2.9544e-05 5.34327e-06
internal_weight=0 3098 3071 2849 222 2828 106 83 2722 58 2694 2658 468 414 54 393 359 338 196 165 142 117 54 63 145 124 47 77 57 2190
internal_count=3121 3098 3071 2849 222 2828 106 83 2722 58 2694 2658 468 414 54 393 359 338 196 165 142 117 54 63 145 124 47 77 57 2190
is_linear=0
shrinkage=0.1


Tree=2993
num_leaves=31
num_cat=0
split_feature=130 10 2 40 10 10 4 33 52 52 1209 52 0 52 52 13 43 52 3 16 393 15 1209 1209 52 13 1212 1212 2 403
split_gain=2.13854e-05 4.1514e-05 5.51338e-05 3.91777e-05 3.98336e-05 3.00326e-05 0.000178237 4.09912e-05 1.88848e-05 6.86921e-05 6.44046e-05 9.15605e-05 0.000250684 0.000138327 0.000126328 7.39914e-05 5.80193e-05 0.000170374 0.000177574 0.000159432 5.73695e-05 5.47402e-05 4.70459e-05 7.35352e-05 5.68459e-05 0.000137351 5.34111e-05 0.000234072 0.000146092 5.40603e-05
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 -0.11058499999999999 -0.011559999999999999 0.053180000000000012 -1.0000000180025095e-35 0.091275000000000009 0.090245000000000006 0.10272000000000002 0.10160000000000001 -0.072594999999999979 0.10611000000000001 0.11008000000000001 -0.39067499999999994 0.055925000000000009 0.13389000000000004 -0.083489999999999995 -0.06421499999999998 0.11333500000000001 0.087825000000000014 -0.087714999999999987 -0.074484999999999982 0.088185000000000013 -0.008624999999999999 -0.089544999999999986 -0.068509999999999988 0.08734500000000002 0.23383500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 -7 9 20 11 12 21 -13 -15 -16 17 18 -17 -18 22 -10 -9 -24 26 -26 28 -28 -25 -29
right_child=1 3 -4 4 5 7 -8 8 10 -11 -12 13 -14 14 15 16 19 -19 -20 -21 -22 -23 23 24 25 -27 27 29 -30 -31
leaf_value=-0.00010307366901542992 -1.2545413794993824e-05 -0.00013679219004448636 0.00021944834796158833 0.00013433727382851596 -0.00025643641548902873 0.00012097985111592738 0.00013030549009933814 0.00011052558555476073 -0.00011970940671242967 0.00015672049867762012 0.00013061148497870128 0.00018641470848316594 -0.00037697890259621026 -0.00024809024749708404 0.00017092185338366439 -2.4136872324843667e-05 -4.2356213539495093e-05 -5.126825974873779e-06 -0.00038404025511296758 0.00028995232663543328 0.0001625043514650315 5.89224337004236e-05 -0.00016272056361361009 -4.434664398273927e-06 0.00030778088461374869 -3.7973283421403423e-05 -0.00033736207045703421 3.1890815647304871e-07 0.00029750381151891567 -0.00013277530970592653
leaf_weight=20 21 21 20 22 26 28 22 38 29 29 29 35 26 23 22 29 42 355 26 22 22 42 28 59 20 27 21 1964 22 31
leaf_count=20 21 21 20 22 26 28 22 38 29 29 29 35 26 23 22 29 42 355 26 22 22 42 28 59 20 27 21 1964 22 31
internal_value=0 6.64783e-07 0.000100622 -6.74517e-07 2.66079e-07 -7.1157e-07 -7.91797e-05 5.57029e-07 -5.89465e-07 3.80507e-06 -1.52013e-05 -2.16968e-05 -0.000111322 -6.0042e-06 -1.89804e-05 -8.35639e-06 -1.66773e-05 -3.05001e-05 -0.000194273 7.18748e-05 1.81826e-06 -1.40399e-05 2.18675e-07 -1.71119e-06 3.91546e-07 0.000109156 -2.04619e-06 -5.24519e-06 7.75733e-05 -1.74922e-06
internal_weight=0 3101 41 3060 3039 3017 48 2969 2941 2261 680 651 97 554 519 496 474 410 55 64 2232 71 2210 2172 2144 47 2097 2016 81 1995
internal_count=3121 3101 41 3060 3039 3017 48 2969 2941 2261 680 651 97 554 519 496 474 410 55 64 2232 71 2210 2172 2144 47 2097 2016 81 1995
is_linear=0
shrinkage=0.1


Tree=2994
num_leaves=31
num_cat=0
split_feature=10 0 11 9 3 2 1 39 150 16 16 133 121 1209 1209 2 16 1213 1212 2 43 160 4 403 16 42 13 1212 401 49
split_gain=2.31515e-05 0.000119611 7.16553e-05 4.92267e-05 3.33725e-05 2.82915e-05 0.000286184 9.01718e-05 3.51028e-05 1.95201e-05 8.321e-05 0.000138289 7.55564e-05 6.64343e-05 0.000170118 6.487e-05 0.000194127 0.000100462 0.00019294 0.00012784 0.000148652 7.83234e-05 7.6621e-05 0.000128215 0.000246712 0.00020937 0.000124513 7.80736e-05 6.61229e-05 6.35054e-05
threshold=0.053330000000000009 -0.079829999999999998 -1.0000000180025095e-35 0.091905000000000014 -0.023499999999999997 -0.0050599999999999994 0.094220000000000012 0.085970000000000005 0.080470000000000014 -0.084119999999999986 -0.08231999999999999 -0.0077049999999999992 -0.082399999999999987 -0.084519999999999984 -0.067109999999999989 0.086100000000000024 -0.08595499999999999 -0.087969999999999979 -0.092474999999999988 0.084655000000000022 -0.0011349999999999999 0.099315000000000014 -0.083439999999999986 -0.0059799999999999992 -0.16927999999999996 0.084050000000000014 -0.010094999999999998 0.073745000000000019 0.093120000000000022 -0.054984999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -3 6 -4 -8 -9 15 11 -11 -12 -14 -15 17 21 18 -7 22 -21 28 26 27 -25 -26 -19 -24 29 -17
right_child=1 4 3 -5 -6 9 7 8 -10 10 12 -13 13 14 -16 16 -18 19 -20 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.00016995420370949433 -0.00024477404380298182 -5.415383077342995e-05 0.0003891765962180216 -0.00015261620629601006 0.00010618706480979907 0.00012558201048523188 -0.00021357462273521207 -5.8804646999176065e-05 0.00011657141044270248 -7.1799370925873521e-06 -0.00018712647212114895 0.00030075936124194418 -0.00014652664399834287 0.00029607044270960617 2.8001700750367895e-06 6.4233409722920691e-05 -0.00030434522137511521 5.6182368039240047e-05 -0.00023029407169908669 5.4798531992774878e-05 0.00038473988262756559 -0.00015904007366196696 -0.0001975280199042539 -3.7428866211516918e-05 0.00048981238075572508 9.9159504958044973e-05 -0.00020692872029030699 6.3149790803436191e-05 0.000126628618785286 -3.3348673170977511e-05
leaf_weight=25 23 25 20 21 27 25 21 21 25 35 21 25 29 20 1794 78 25 37 39 36 22 38 27 57 23 34 35 20 33 460
leaf_count=25 23 25 20 21 27 25 21 21 25 35 21 25 29 20 1794 78 25 37 39 36 22 38 27 57 23 34 35 20 33 460
internal_value=0 -5.4888e-05 1.35148e-06 -4.37797e-08 2.91001e-05 1.02423e-06 5.72167e-05 -4.18758e-05 3.65084e-05 -6.54024e-07 5.21501e-06 0.000121128 1.4839e-06 3.63301e-06 6.03358e-06 -1.20716e-05 -3.1236e-05 2.21542e-05 -9.128e-05 4.7102e-05 0.000179949 -2.00246e-05 1.40328e-05 5.23814e-05 0.000109681 0.000256791 -7.17189e-05 -8.66013e-05 -1.07731e-05 -1.92011e-05
internal_weight=0 75 3046 3021 52 3000 87 67 46 2913 1924 60 1864 1843 1814 989 634 355 64 291 58 609 233 161 114 57 72 47 571 538
internal_count=3121 75 3046 3021 52 3000 87 67 46 2913 1924 60 1864 1843 1814 989 634 355 64 291 58 609 233 161 114 57 72 47 571 538
is_linear=0
shrinkage=0.1


Tree=2995
num_leaves=31
num_cat=0
split_feature=33 40 130 42 483 483 132 393 1203 484 43 160 15 1375 456 150 48 142 49 49 3 49 1 43 9 3 160 49 16 49
split_gain=2.30107e-05 1.76441e-05 6.60736e-05 5.2256e-05 2.25331e-05 3.09493e-05 2.37534e-05 0.000109191 5.11695e-05 2.61569e-05 6.43588e-05 3.07234e-05 8.9925e-05 3.43929e-05 2.27277e-05 3.24499e-05 9.25772e-05 5.38037e-05 2.83734e-05 5.57287e-05 5.18153e-05 3.11409e-05 3.04919e-05 3.8681e-05 2.68437e-05 4.64353e-05 2.60889e-05 3.31681e-05 0.000107315 6.36875e-05
threshold=-0.009184999999999997 -0.24620999999999996 -0.22699999999999995 0.15021500000000002 -0.47181499999999993 -0.25327999999999995 -0.083174999999999985 0.12069000000000002 0.089005000000000015 -0.23687999999999995 -0.076124999999999984 0.10908000000000002 -0.067579999999999987 0.10659 -0.11319999999999998 0.12068000000000002 -0.032929999999999994 -1.0000000180025095e-35 -0.14715999999999999 -0.10069499999999999 -0.10023499999999998 -0.087004999999999985 0.10871500000000002 -0.08756499999999999 0.088235000000000022 -0.012304999999999998 0.10455000000000002 -0.054984999999999992 -0.090764999999999985 -0.011279999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 8 9 -7 10 -8 13 -13 14 -11 17 -17 -16 20 -20 -19 -21 23 -22 26 -26 27 28 -23 -29
right_child=1 2 3 -5 5 6 7 -9 -10 11 -12 12 -14 -15 15 16 -18 18 19 21 22 24 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-8.5726769119050483e-05 9.4481374107999725e-05 -0.00017242947869817727 8.6403449289112675e-05 0.00013066820029052905 -0.00010727589038921266 -1.3300398057906584e-05 -1.7125565114618054e-05 0.00022996349587282611 -0.00016027973538762632 -9.8650471567373691e-05 0.00020681569339579993 -0.00016483675769846649 7.2572645149193707e-05 0.00012587631446711551 -0.00016389005420933245 -8.2213285318373346e-05 0.00017462682113141961 -0.00019628060309514694 0.00014572074977439587 -0.00011209493037919553 4.0692522379686128e-05 0.0002651349124425906 7.4777500354684896e-05 -0.00014588951301993801 -1.6225470608333127e-05 0.00019211777739201353 -0.00011001818098260888 -7.7095125227690298e-05 8.517505962531273e-06 3.1125140700537932e-06
leaf_weight=31 20 22 30 31 27 193 33 21 27 23 21 39 27 22 20 23 36 20 27 24 20 20 25 25 23 20 21 104 88 2058
leaf_count=31 20 22 30 31 27 193 33 21 27 23 21 39 27 22 20 23 36 20 27 24 20 20 25 25 23 20 21 104 88 2058
internal_value=0 8.60048e-07 2.50138e-07 1.49651e-06 1.6926e-07 -6.96835e-07 2.75339e-07 2.8137e-06 -3.13388e-05 1.05932e-06 6.99627e-05 -3.36843e-07 -6.77147e-05 1.37418e-06 3.11294e-07 1.20249e-06 7.45027e-05 -5.30859e-07 7.89215e-07 2.86913e-06 -5.43285e-05 1.23342e-06 -1.37707e-05 -6.29642e-05 2.39875e-06 8.06784e-05 9.29515e-07 1.9559e-06 5.60392e-05 -7.45763e-07
internal_weight=0 3090 3070 3048 3017 2987 2960 2740 220 2719 54 2665 66 2599 2577 2554 59 2495 2475 2385 90 2358 70 45 2334 43 2291 2270 108 2162
internal_count=3121 3090 3070 3048 3017 2987 2960 2740 220 2719 54 2665 66 2599 2577 2554 59 2495 2475 2385 90 2358 70 45 2334 43 2291 2270 108 2162
is_linear=0
shrinkage=0.1


Tree=2996
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 33 120 12 12 4 142 11 1 3 2 13 16 52 9 1 9 9 2 150 150 12 3 456 2 456 0
split_gain=2.18471e-05 0.000542457 0.000298046 0.00010838 1.88982e-05 2.02838e-05 4.11224e-05 2.72847e-05 6.72835e-05 4.90667e-05 7.28301e-05 3.44115e-05 3.45495e-05 4.76771e-05 4.64794e-05 4.34433e-05 3.64264e-05 2.66196e-05 2.50229e-05 4.07082e-05 3.33003e-05 3.24743e-05 2.61462e-05 6.36267e-05 0.000277207 0.000282259 5.81378e-05 0.00011611 3.62251e-05 4.23396e-05
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.009184999999999997 0.091385000000000008 0.22926500000000002 0.12757000000000002 -0.0096849999999999974 -0.057499999999999989 -1.0000000180025095e-35 0.15471500000000002 0.14121000000000003 0.14445500000000003 -0.17933499999999997 -0.27167499999999994 -0.012859999999999998 0.085555000000000006 0.13820500000000002 -0.087824999999999986 -0.036024999999999995 -1.0000000180025095e-35 0.11213000000000002 0.096430000000000002 0.083715000000000026 -0.086424999999999988 -0.085409999999999986 0.10644500000000001 0.10258000000000002 -0.26343999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 7 9 -9 -6 -11 12 14 15 -12 -14 -17 18 19 -16 -21 -22 23 28 -25 -26 -24 -28 29 -23
right_child=2 -3 4 -5 5 -7 -8 8 -10 10 11 -13 13 -15 17 16 -18 -19 -20 20 21 22 26 24 25 -27 27 -29 -30 -31
leaf_value=1.6100593864042491e-06 -0.00036897061844766459 0.00048989183655383229 -7.7154093812550271e-05 -0.00024404807263636032 0.00015106377858583903 -8.8331410894170405e-05 0.00013832661243213807 4.6605736927383331e-05 -0.00020071345385407437 -0.00018009114858366296 -0.00014357630064875014 -0.00012196695008077025 -8.3303638127420397e-05 0.00016763401408438926 0.00012671358059518614 1.1438293404353318e-05 0.00017027901750142602 8.4383297321320974e-05 -8.8160281689676098e-05 -9.7353093556595184e-05 0.00012324683742587117 0.00014619556168327108 9.6633918119117714e-05 0.00039332537377380176 -0.00019741968807870261 0.00025105175496402968 -0.00022411561013931143 2.6774616521717506e-05 -0.0001338332643354079 3.1590319622931137e-08
leaf_weight=176 22 23 31 20 22 25 22 22 22 22 22 22 28 29 26 42 22 39 31 34 22 20 21 22 36 23 35 39 20 2181
leaf_count=176 22 23 31 20 22 25 22 22 22 22 22 22 28 29 26 42 22 39 31 34 22 20 21 22 36 23 35 39 20 2181
internal_value=0 3.04563e-05 -2.29838e-06 -2.34571e-05 5.02587e-07 1.34757e-06 2.14147e-06 1.07221e-06 -7.70539e-05 2.3186e-06 1.12255e-06 2.59149e-06 3.60942e-06 5.583e-05 1.15175e-06 2.05874e-05 6.60398e-05 2.40087e-06 1.12704e-06 2.24358e-06 9.24291e-07 2.30562e-06 1.1956e-06 3.31728e-06 9.03733e-05 -2.25918e-05 -5.0216e-05 -9.18897e-05 1.42343e-07 1.35975e-06
internal_weight=0 219 2902 196 2880 2849 2824 2802 44 2758 2736 2714 2692 121 2571 92 64 2549 2510 2479 2453 2419 2397 2302 81 59 95 74 2221 2201
internal_count=3121 219 2902 196 2880 2849 2824 2802 44 2758 2736 2714 2692 121 2571 92 64 2549 2510 2479 2453 2419 2397 2302 81 59 95 74 2221 2201
is_linear=0
shrinkage=0.1


Tree=2997
num_leaves=31
num_cat=0
split_feature=10 0 11 9 2 3 34 13 13 160 160 15 1209 133 43 4 402 43 43 13 133 484 2 1372 16 13 12 1213 0 3
split_gain=1.9678e-05 9.47553e-05 7.16303e-05 4.82755e-05 5.30765e-05 2.614e-05 2.09506e-05 2.03815e-05 0.000123008 7.21509e-05 0.000142427 0.000120487 8.70541e-05 0.000103256 8.96423e-05 0.000367057 0.000176771 6.03498e-05 9.15603e-05 5.80459e-05 0.00013313 0.000247189 0.000129306 8.88205e-05 8.6462e-05 5.38689e-05 0.000102508 4.64401e-05 8.11925e-05 0.000171873
threshold=0.053330000000000009 -0.079829999999999998 -1.0000000180025095e-35 0.088235000000000022 -0.080614999999999978 -0.023499999999999997 -0.085114999999999982 -0.087404999999999997 -0.087714999999999987 0.085045000000000023 1.0000000180025095e-35 -0.091184999999999988 -0.079679999999999987 0.097125000000000003 0.0034250000000000005 -0.080744999999999997 -0.085519999999999985 0.097930000000000017 0.16180500000000003 -0.085804999999999979 0.085760000000000017 -0.0042999999999999991 0.087470000000000006 -0.065504999999999994 -0.069144999999999984 -0.090204999999999994 0.084290000000000018 -0.085049999999999987 -0.087974999999999984 -0.077564999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -3 -6 8 9 10 12 -11 -8 14 16 -16 -14 -17 -19 20 22 -22 24 -21 -9 27 -27 -18 -29 -30
right_child=1 5 3 -5 6 -7 7 19 -10 11 -12 -13 13 -15 15 17 25 18 -20 23 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.00016981933027273045 -0.00021961171495723134 -4.9531673281308029e-05 0.00016357876640540783 -0.00011691032384987921 9.9652899717468592e-05 9.2375056515771185e-05 -0.00019184611016195656 0.00022685087895297332 -0.00024926360955842858 -0.00030439267384714357 0.00026614880858687683 -1.3260166373253345e-05 0.00031058547785505652 0.00022013007692294197 -0.00042929833871312444 0.00010440105733275567 0.00012978120246511285 -0.00019671161550192026 3.7212300722702906e-05 -0.00020499194922324803 7.7382035739831808e-06 0.0004013540759505877 -0.00021150664414744825 1.6441376242752751e-06 -5.4675039185288682e-05 5.6920144648756837e-05 -0.00022409382422834082 4.7095498405353822e-05 -0.00032286882198518258 3.5315872299031838e-05
leaf_weight=25 23 25 20 35 21 27 24 20 22 21 20 44 20 21 24 38 35 27 44 21 39 27 25 2204 24 25 27 135 21 37
leaf_count=25 23 25 20 35 21 27 24 20 22 21 20 44 20 21 24 38 35 27 44 21 39 27 25 2204 24 25 27 135 21 37
internal_value=0 -5.06031e-05 1.24597e-06 -1.49041e-07 1.21956e-06 2.41507e-05 1.24758e-07 -5.8495e-07 -1.72941e-05 -8.22954e-06 4.70375e-06 -0.000107318 -6.23538e-06 3.57664e-06 -6.92595e-06 -7.52616e-05 2.33695e-05 2.69145e-06 -5.17447e-05 3.55693e-06 6.72259e-05 0.000168763 -2.98964e-05 -3.06136e-07 7.32913e-05 2.8541e-06 -8.8991e-05 2.38012e-05 4.58204e-06 -9.43717e-05
internal_weight=0 75 3046 3021 2986 52 2966 2945 585 563 498 65 478 454 433 133 300 109 71 2360 135 66 69 2225 44 280 52 228 193 58
internal_count=3121 75 3046 3021 2986 52 2966 2945 585 563 498 65 478 454 433 133 300 109 71 2360 135 66 69 2225 44 280 52 228 193 58
is_linear=0
shrinkage=0.1


Tree=2998
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 45 11 33 14 9 1 374 120 2 2 14 158 2 158 158 46 474 1 1427 1446 474 4 4 474 474 475
split_gain=1.80037e-05 0.000541134 0.000254145 0.00013814 1.72601e-05 2.28895e-05 4.42109e-05 1.97343e-05 2.54748e-05 6.37394e-05 2.02216e-05 3.21792e-05 4.69039e-05 5.85839e-05 2.97814e-05 7.58014e-05 5.29341e-05 3.09156e-05 2.93103e-05 2.61561e-05 3.48382e-05 5.66084e-05 3.40639e-05 3.74367e-05 3.23826e-05 9.01509e-05 9.57211e-05 9.05048e-05 7.85725e-05 0.000168395
threshold=-0.083284999999999984 0.10022000000000002 0.12358500000000001 0.089480000000000018 -1.0000000180025095e-35 -0.011194999999999998 -0.009184999999999997 -0.47200499999999995 0.088235000000000022 0.12408500000000001 0.092550000000000007 1.0000000180025095e-35 0.31358000000000003 0.17025000000000004 -0.31455999999999995 -0.47382999999999992 0.12992500000000004 -0.4686749999999999 -0.45617999999999997 0.084955000000000017 0.11085000000000002 0.077565000000000009 0.089335000000000012 0.11655500000000001 0.088435000000000014 -0.0047449999999999992 -0.015039999999999998 0.091180000000000011 0.085860000000000006 -0.082824999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -6 -7 -8 10 -10 11 12 13 14 16 -16 -9 -17 -19 20 22 -22 23 24 28 26 27 -26 -20 -30
right_child=2 -3 -4 -5 5 6 7 8 9 -11 -12 -13 -14 -15 15 17 -18 18 19 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=4.4534711924937799e-06 -8.7857250896790495e-05 0.00051032106410145515 -0.0003573281998978928 -0.00027272977808024735 9.6324383455794306e-05 -0.00012713421569464522 -8.7008120521204552e-05 0.00019686121668200941 0.00021080403250380185 -2.2934735885168527e-05 9.6455686170057484e-05 -0.0001064540089698442 0.00013764064575661907 -0.00015888010669226312 -0.00019385360144951846 0.0001100740138029393 -3.0457460379693657e-05 -0.00011717798437790148 2.0346753700334845e-06 9.1287677696527689e-05 2.7789773164179429e-05 -0.00019658373927560879 0.0001078055633843178 -0.00011650389405312363 0.00023812509118050168 0.0002176025912026839 -0.00014659633078346296 -2.0712748061799046e-05 3.4297417625095009e-05 -0.00034854192838793099
leaf_weight=178 22 21 20 20 25 27 25 21 20 28 22 28 25 23 20 26 20 21 2237 32 22 23 30 27 22 26 28 35 27 20
leaf_count=178 22 21 20 20 25 27 25 21 20 28 22 28 25 23 20 26 20 21 2237 32 22 23 30 27 22 26 28 35 27 20
internal_value=0 2.76478e-05 -2.08644e-06 -2.35448e-05 3.78807e-07 1.05755e-06 2.1745e-07 1.44199e-06 2.23654e-06 7.44564e-05 9.69064e-07 1.94753e-07 1.30692e-06 2.5587e-08 1.41157e-06 7.60276e-08 8.59741e-05 1.58169e-06 4.75496e-07 1.45245e-06 3.0118e-07 -8.689e-05 1.90135e-06 5.89567e-07 1.90962e-06 5.46556e-05 4.81304e-06 7.91896e-05 -6.53783e-07 -0.000128613
internal_weight=0 219 2902 198 2882 2860 2835 2808 2783 48 2735 2713 2685 2660 2637 2596 41 2576 2550 2529 2497 45 2452 2422 2395 111 85 57 2284 47
internal_count=3121 219 2902 198 2882 2860 2835 2808 2783 48 2735 2713 2685 2660 2637 2596 41 2576 2550 2529 2497 45 2452 2422 2395 111 85 57 2284 47
is_linear=0
shrinkage=0.1


Tree=2999
num_leaves=31
num_cat=0
split_feature=394 132 43 130 130 1211 1211 401 402 1210 1204 1203 1200 130 132 50 4 132 52 1213 42 0 133 1211 1208 402 1209 403 12 12
split_gain=1.93847e-05 0.000352854 0.000503511 1.99674e-05 4.25672e-05 2.0629e-05 4.42698e-05 2.40115e-05 7.3575e-05 4.97384e-05 2.88607e-05 3.4894e-05 3.20018e-05 2.58308e-05 2.34049e-05 5.88385e-05 2.56142e-05 3.86611e-05 2.24866e-05 2.13381e-05 9.88612e-05 0.000169948 0.000219205 2.92105e-05 2.48971e-05 8.61371e-05 5.22336e-05 3.54997e-05 2.34807e-05 5.00615e-05
threshold=0.0041850000000000004 -0.083284999999999984 -0.010344999999999998 -0.22699999999999995 -0.095314999999999983 0.12711000000000003 0.11789500000000001 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.058775000000000008 -1.0000000180025095e-35 0.084780000000000008 0.086055000000000006 -0.092064999999999994 0.08461500000000001 1.0000000180025095e-35 -0.41127499999999995 0.08568000000000002 0.086260000000000017 0.090990000000000015 -0.082724999999999979 -0.012164999999999999 0.091735000000000011 0.10233500000000001 0.23460000000000003 0.10429500000000001 -0.5335399999999999 0.11650500000000001 0.12757000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 7 -6 -9 10 11 -10 14 -14 15 16 18 -18 -13 23 21 22 -21 24 25 26 27 -16 -29 -30
right_child=1 2 -4 4 5 -7 -8 8 9 -11 -12 12 13 -15 19 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00010081814169097924 0.00037573537113570169 -0.00045682201598538089 0.00017760137217982417 0.00012937694389256649 -9.5762704182157513e-05 -8.8667662903726876e-05 0.0001438164809120021 0.00014977537503000349 0.00011931027823569214 -0.00015984619283699431 -0.00012130677848745109 -1.9935844466090205e-06 6.6730296384776008e-06 0.00016739265673095362 -0.000114810158954372 -0.00020311883283284258 0.0001387388395891148 -4.2172642793890125e-05 -0.00014061473244014036 4.5501377920758121e-05 0.0001934996060651517 0.00015069121906500577 -0.00039129292141296904 -0.00012048310115157318 7.7226594685970886e-05 -0.00020029293280624026 0.00015940852710627951 -3.4231080192571548e-06 0.0001539581640099641 -7.1561660863355633e-06
leaf_weight=20 23 22 29 25 27 27 21 32 24 20 20 25 20 20 28 20 21 27 22 27 31 35 20 21 39 22 20 2349 30 54
leaf_count=20 23 22 29 25 27 27 21 32 24 20 20 25 20 20 28 20 21 27 22 27 31 35 20 21 39 22 20 2349 30 54
internal_value=0 5.05712e-05 -9.60715e-05 -1.22818e-06 -5.70168e-07 -1.65234e-06 -8.6262e-07 -1.89114e-06 -1.02523e-06 -2.69211e-06 -1.59887e-06 -7.60281e-07 -1.77819e-06 8.70328e-05 -3.05101e-06 -4.72251e-05 -1.44054e-05 3.69761e-05 -6.68801e-05 -1.15264e-06 4.13749e-05 -1.61357e-05 -0.000140369 -3.02764e-06 -2.05731e-06 -3.29266e-06 -1.54578e-06 -2.85382e-06 -1.56538e-06 5.03847e-05
internal_weight=0 74 51 3047 3027 3002 2975 2954 2927 2895 2875 2855 2831 40 2791 115 95 48 47 2676 113 82 47 2563 2542 2503 2481 2461 2433 84
internal_count=3121 74 51 3047 3027 3002 2975 2954 2927 2895 2875 2855 2831 40 2791 115 95 48 47 2676 113 82 47 2563 2542 2503 2481 2461 2433 84
is_linear=0
shrinkage=0.1


Tree=3000
num_leaves=31
num_cat=0
split_feature=130 40 120 10 1 0 34 123 9 0 2 124 44 158 3 4 3 12 3 4 3 52 4 402 43 160 160 482 16 42
split_gain=2.2832e-05 3.00533e-05 2.81163e-05 2.40178e-05 0.000100082 7.65821e-05 4.09385e-05 0.000170328 4.50608e-05 9.2409e-05 3.68991e-05 2.54027e-05 2.39105e-05 7.33254e-05 2.76803e-05 0.000142866 0.000519424 0.000218585 0.000143225 9.76417e-05 8.44192e-05 7.35224e-05 0.000144464 0.000101061 9.51991e-05 7.38249e-05 0.000184894 9.6007e-05 8.97008e-05 0.000182215
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.011559999999999999 0.093400000000000025 -0.098289999999999975 -0.057544999999999992 0.083805000000000004 0.088235000000000022 1.0000000180025095e-35 -0.045829999999999989 -1.0000000180025095e-35 0.099360000000000018 -0.47356499999999996 -0.081164999999999987 -0.078629999999999992 -0.080634999999999984 0.095330000000000012 -0.080884999999999985 -0.077834999999999988 -0.080564999999999984 0.048520000000000008 -0.069999999999999993 -1.0000000180025095e-35 -0.082389999999999977 0.096485000000000015 0.0065900000000000012 0.088770000000000002 -0.040964999999999994 0.089905000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -5 10 -10 -8 -7 13 -12 -15 16 -16 -18 -17 -20 -21 -22 23 -23 -24 26 27 28 -26 -30
right_child=1 2 -4 6 5 11 8 -9 9 -11 12 -13 -14 14 15 18 17 -19 19 20 21 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=9.9266377377637638e-05 -0.00012292383566091304 -0.00024301242180323849 0.00011270142144481229 0.00030411966799874794 0.00014376177941113173 4.5033943024463955e-06 0.00011934843518807053 -4.5515357659927473e-05 -0.00024560047055605208 4.7671411413743742e-05 0.00016774377713423189 -0.0001267488046020541 -9.2278784774992224e-05 8.7915404327307283e-06 -0.00053738905585107766 0.00022944696031993738 1.5506125510000857e-05 -0.00032324178031227681 0.00018797223880168392 -0.0001861424785322295 1.5190475616015703e-05 -4.3806803989268492e-05 0.00013711763511107871 -0.00034137749305227774 -9.0707890139487009e-06 0.0001329648098968998 -0.00032790789457728606 0.0001563808575156145 4.2991133103406845e-05 -0.00031341420517492228
leaf_weight=23 20 21 22 22 26 29 26 38 22 21 26 30 28 1416 23 27 142 22 26 26 708 21 36 25 165 24 22 26 26 32
leaf_count=23 20 21 22 22 26 29 26 38 22 21 26 30 28 1416 23 27 142 22 26 26 708 21 36 25 165 24 22 26 26 32
internal_value=0 -7.36972e-07 5.69644e-08 -7.53958e-07 -4.75219e-05 7.75771e-07 9.26517e-07 8.26842e-05 -7.70873e-07 -0.000102375 7.63712e-07 -6.2235e-05 -3.29235e-07 5.92565e-07 -9.78065e-07 -1.12177e-05 -9.23497e-05 -2.99357e-05 1.81638e-06 -3.58909e-06 -8.07207e-06 -3.80495e-06 -3.94781e-05 -0.00020553 -1.64013e-05 -3.51359e-05 -5.0023e-05 -2.54709e-05 -4.66734e-05 -0.000153646
internal_weight=0 3098 3078 3056 106 85 2950 60 2890 43 2847 59 2821 2793 2767 1351 187 164 1164 1137 1111 1085 377 46 331 295 271 249 223 58
internal_count=3121 3098 3078 3056 106 85 2950 60 2890 43 2847 59 2821 2793 2767 1351 187 164 1164 1137 1111 1085 377 46 331 295 271 249 223 58
is_linear=0
shrinkage=0.1


Tree=3001
num_leaves=31
num_cat=0
split_feature=132 1185 1203 398 0 52 2 2 1213 0 130 4 4 9 10 9 34 43 2 45 16 402 133 133 15 42 158 2 457 150
split_gain=2.25949e-05 0.00015066 6.12416e-05 1.84539e-05 3.16275e-05 3.6754e-05 6.06546e-05 3.22628e-05 2.044e-05 2.39872e-05 1.83372e-05 3.2923e-05 2.77258e-05 2.33376e-05 3.80576e-05 0.000102629 4.46317e-05 0.000192754 4.59914e-05 2.33081e-05 2.24941e-05 7.95204e-05 7.17887e-05 8.1961e-05 0.000133323 0.000327187 7.38341e-05 7.11946e-05 0.000106734 0.000103045
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10586000000000002 -0.098289999999999975 0.10347000000000002 0.097385000000000013 0.087545000000000026 0.085835000000000009 -0.084889999999999979 -0.23123999999999997 0.62931500000000018 0.6227450000000001 -0.092544999999999975 0.053330000000000009 0.092890000000000014 -0.0011599999999999998 -1.0000000180025095e-35 -0.0091949999999999983 0.094030000000000016 -0.14158499999999996 0.089220000000000008 -0.020859999999999997 0.10622000000000002 0.035560000000000008 0.081660000000000024 0.092615000000000017 0.121465 0.09228500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 9 -6 -3 12 13 -12 16 -16 17 -15 -18 20 21 22 -20 24 26 -26 27 28 29 -24
right_child=1 10 -4 -5 5 -7 -8 -9 -10 -11 11 -13 -14 14 15 -17 18 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00012854043313078971 0.00026923167876832723 8.9339719338370397e-05 -0.00016899838138085348 7.3302997248981199e-05 0.00011965214230440325 -0.00012720855087363384 0.00015175526081853046 -0.00011551726280371301 -6.1882035758268703e-05 -1.8875034482334741e-05 0.00010038250525805939 -9.5335298975543197e-05 0.00011822669250250329 -2.5295934465248139e-05 -0.00022009629303485986 6.4109416022499008e-05 -0.00011855963825699733 0.00034202884847218235 0.00010807399573321971 -8.0823917461592438e-05 5.2605698894680725e-06 -0.0002150195513968356 6.6213333665991644e-05 0.00011786072614735791 1.1013880626902588e-05 -0.00046307109126549523 -0.00018331814833138859 -7.9296844734695734e-05 0.00026252914569340646 -0.0001443106602715899
leaf_weight=24 21 23 28 23 25 21 26 26 24 25 23 36 20 50 27 24 33 20 45 35 2197 20 93 35 37 24 22 63 20 31
leaf_count=24 21 23 28 23 25 21 26 26 24 25 23 36 20 50 27 24 33 20 45 35 2197 20 93 35 37 24 22 63 20 31
internal_value=0 2.35456e-06 -3.07472e-05 -1.07935e-05 -2.21047e-05 -4.72743e-06 1.56861e-05 -1.96919e-05 1.39765e-05 5.03886e-05 4.07231e-07 -3.09213e-07 9.04317e-07 6.60001e-08 -7.65152e-07 -8.63524e-05 8.36664e-07 7.9654e-05 -1.24138e-06 2.35163e-07 1.33183e-06 -2.08001e-05 -1.03017e-05 -2.66922e-05 -4.41383e-05 -0.000175511 -9.1437e-06 9.36759e-06 4.81583e-05 1.35823e-05
internal_weight=0 2899 222 194 171 147 126 100 74 50 2878 2855 2819 2799 2776 51 2725 70 2655 2622 2587 390 370 325 290 61 229 207 144 124
internal_count=3121 2899 222 194 171 147 126 100 74 50 2878 2855 2819 2799 2776 51 2725 70 2655 2622 2587 390 370 325 290 61 229 207 144 124
is_linear=0
shrinkage=0.1


Tree=3002
num_leaves=31
num_cat=0
split_feature=132 1185 394 50 13 131 400 2 16 52 399 1420 157 474 2 474 481 1447 13 42 1447 3 160 160 1420 1420 472 1429 1429 1429
split_gain=1.83019e-05 0.000122035 5.75417e-05 3.68193e-05 1.97797e-05 4.47557e-05 3.74847e-05 2.77141e-05 3.12493e-05 2.74293e-05 3.46022e-05 1.77493e-05 5.3409e-05 2.24331e-05 6.28417e-05 4.72239e-05 2.03666e-05 0.000150982 0.000159321 0.000244228 3.56538e-05 0.000200028 0.000131295 3.73026e-05 2.19952e-05 3.49355e-05 2.69878e-05 4.86735e-05 2.5599e-05 0.000210747
threshold=-0.083174999999999985 -0.083264999999999992 0.013605000000000001 0.09227500000000001 0.0036400000000000004 -0.076979999999999979 -0.089464999999999989 0.10559 -0.090054999999999982 0.087435000000000013 0.087955000000000019 0.056520000000000008 0.63397500000000007 -0.090834999999999985 0.08708500000000001 -0.07636999999999998 -0.086484999999999992 -0.085684999999999997 -0.081224999999999978 0.085505000000000012 -0.085709999999999995 -0.085709999999999995 -0.090764999999999985 -0.55323499999999981 -0.085404999999999995 -0.073999999999999996 -0.065034999999999996 0.11023000000000001 0.083985000000000018 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 8 -8 10 -10 12 13 14 -3 -15 17 -17 19 -19 21 -18 -23 -22 -25 -26 -27 28 29 -28
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leaf_value=0.00015181540562480222 0.0002423085152432101 6.8950137739937588e-05 -0.00018518079471375264 -0.0001198670542281535 4.1761623986531054e-05 -0.00015380366545617689 -0.00013142962183337661 0.00010881162099394715 -2.6169256340257235e-05 -7.1923523240457143e-05 0.00015557051643554586 -8.7128722098777484e-05 0.00016391308177844623 0.0001505761950587233 -0.00014795362883031726 0.00021687914551862645 -0.0002861257450734099 7.4666117507149471e-05 0.00012440101938519742 -0.00041952776809921493 0.00013657959208103419 -8.4504513562513658e-05 0.00020236279572229791 0.00010139023557019842 -0.0001124550922083602 9.7493779425609066e-05 8.3437956725476051e-07 -0.00012783555250886518 4.595927832394184e-05 -0.0003251913371786941
leaf_weight=20 21 22 21 27 25 22 20 20 22 25 20 23 20 21 34 34 28 20 33 20 20 39 27 21 28 28 2293 30 117 20
leaf_count=20 21 22 21 27 25 22 20 20 22 25 20 23 20 21 34 34 28 20 33 20 20 39 27 21 28 28 2293 30 117 20
internal_value=0 2.11911e-06 -2.76725e-05 -1.12164e-05 5.64314e-06 -4.97796e-05 2.61539e-05 2.66578e-06 -2.17356e-05 1.10089e-05 6.03735e-05 3.6651e-07 1.07138e-06 -7.74199e-08 -6.27414e-05 1.18533e-06 4.78371e-08 4.28214e-05 -3.82466e-05 -0.000172431 -1.6786e-06 -6.21638e-05 3.28503e-05 5.44953e-07 -5.27453e-07 -1.37812e-06 -1.28054e-07 -1.2392e-06 3.23721e-07 -1.98469e-06
internal_weight=0 2899 222 201 174 47 127 107 87 67 42 2878 2855 2835 56 2779 2758 107 73 40 2651 94 66 2557 2537 2516 2488 2460 2430 2313
internal_count=3121 2899 222 201 174 47 127 107 87 67 42 2878 2855 2835 56 2779 2758 107 73 40 2651 94 66 2557 2537 2516 2488 2460 2430 2313
is_linear=0
shrinkage=0.1


Tree=3003
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 16 49 131 133 16 403 448 0 16 2 16 142 11 45 33 9 16 1454 43 133 447 147 483 1456 15 403
split_gain=1.86226e-05 0.000523689 0.000284764 0.000109279 1.74916e-05 2.59118e-05 5.50051e-05 4.39331e-05 4.45438e-05 2.14249e-05 1.6844e-05 6.22754e-05 2.68295e-05 2.89235e-05 2.73042e-05 2.8648e-05 5.18998e-05 3.6724e-05 3.69712e-05 5.18199e-05 8.1365e-05 3.25777e-05 0.000101747 2.95428e-05 2.94087e-05 3.32522e-05 3.07363e-05 2.90771e-05 0.000138623 7.89409e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.097644999999999996 0.09567500000000001 -0.076979999999999979 -0.37971999999999995 -0.081299999999999983 -0.089609999999999981 0.068920000000000023 -0.26609999999999995 -0.54165499999999989 0.10045500000000002 -0.5335399999999999 -0.057499999999999989 -0.014494999999999999 0.084355000000000013 -0.044254999999999996 0.088235000000000022 -0.39185999999999993 0.096235000000000015 -0.013199999999999998 0.089595000000000022 0.089395000000000016 0.090755000000000016 -0.47181499999999993 0.091180000000000011 -0.013104999999999999 -0.56738999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 -6 -8 9 -9 11 -4 13 -13 -14 -16 -17 18 -18 21 -21 24 23 -23 25 26 -20 29 -29 -28
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leaf_value=8.021055386052467e-05 -0.00036053066217970231 0.00050294834301807686 0.00016885381654984405 -0.00024387265035329619 0.00015582403915080553 -0.0001054205617644281 -0.00013152449135776369 5.3331455759083239e-05 0.00014111688980760631 -7.1951920630780461e-05 -9.0836345261777754e-05 2.6224594057566722e-06 -0.00011258425590561027 0.00012909599230294009 0.00011851210202621586 -0.00015458084258584265 0.00013375114634982312 0.00010140376687299328 0.00011606581278813436 2.3205355639566691e-05 -0.00025862395028525498 6.0124636324222341e-05 -0.00025910493182891515 -8.7758204939415341e-05 -0.00010693797492422163 0.00012736751592629369 -0.00019499225052727742 -3.252707021453475e-05 0.00026506543037375317 -2.4992427677059919e-07
leaf_weight=25 22 21 22 20 21 24 27 21 21 39 20 40 22 33 20 22 20 35 23 21 20 35 20 22 25 21 21 49 23 2366
leaf_count=25 22 21 22 20 21 24 27 21 21 39 20 40 22 33 20 22 20 35 23 21 20 35 20 22 25 21 21 49 23 2366
internal_value=0 2.8119e-05 -2.12201e-06 -2.22417e-05 2.6607e-06 -1.00108e-05 7.7398e-06 -2.10544e-05 1.5769e-05 -2.81027e-05 6.15836e-07 1.25536e-06 -4.38514e-08 5.97954e-05 -1.62369e-06 -7.33745e-07 -1.60959e-06 -3.63616e-07 -1.69965e-06 -2.72346e-06 -0.000114272 -9.67798e-07 -6.50444e-05 3.04705e-06 9.83901e-07 2.06183e-06 1.00163e-06 -7.46156e-08 6.25372e-05 -1.9632e-06
internal_weight=0 219 2902 198 178 153 129 108 81 60 2880 2860 2838 73 2765 2743 2723 2701 2666 2646 41 2605 77 57 2528 2503 2482 2459 72 2387
internal_count=3121 219 2902 198 178 153 129 108 81 60 2880 2860 2838 73 2765 2743 2723 2701 2666 2646 41 2605 77 57 2528 2503 2482 2459 72 2387
is_linear=0
shrinkage=0.1


Tree=3004
num_leaves=31
num_cat=0
split_feature=1 1 33 1 13 52 43 1 0 0 457 1 1374 1 13 1 16 42 12 12 1209 153 483 16 1374 402 16 2 3 2
split_gain=1.84892e-05 0.000264678 0.000222693 9.62736e-05 0.000378324 0.000241401 0.000399303 0.000106403 0.000109652 6.46578e-05 6.14751e-05 6.0807e-05 7.97125e-05 6.52164e-05 0.000331789 9.27668e-05 0.0001561 4.47808e-05 8.172e-05 0.000172262 6.19508e-05 5.16903e-05 4.51436e-05 4.82542e-05 0.00020022 0.000112283 0.000215509 8.22932e-05 0.000205126 0.000109089
threshold=0.091345000000000023 0.09202500000000001 -1.0000000180025095e-35 0.089370000000000019 -0.082199999999999981 -0.069804999999999992 -0.041049999999999996 0.088975000000000012 -0.23051499999999997 -0.26609999999999995 0.10487 0.092695000000000013 -1.0000000180025095e-35 0.094090000000000021 -0.079969999999999986 0.096255000000000021 -0.059624999999999991 0.11720500000000002 0.11527000000000001 0.096075000000000008 -0.092684999999999976 1.0000000180025095e-35 -0.47181499999999993 -0.0094449999999999968 0.087110000000000007 0.10874500000000002 -0.0083599999999999976 0.086590000000000014 -0.082234999999999989 0.087195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 -5 -6 -7 8 -1 -4 17 -11 -13 14 -14 16 -15 20 19 -19 -10 22 -22 24 -24 26 -25 28 -28 -29
right_child=1 2 9 4 5 6 -8 -9 10 11 -12 12 13 15 -16 -17 -18 18 -20 -21 21 -23 23 25 -26 -27 27 29 -30 -31
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leaf_weight=25 36 24 25 29 22 26 28 20 21 21 34 23 20 37 31 827 26 28 36 32 24 20 1100 27 23 20 80 21 37 398
leaf_count=25 36 24 25 29 22 26 28 20 21 21 34 23 20 37 31 827 26 28 36 32 24 20 1100 27 23 20 80 21 37 398
internal_value=0 -1.06562e-05 -1.37601e-06 5.55931e-06 9.88305e-05 0.000216085 0.000329842 5.26694e-07 2.90952e-06 -8.52983e-06 1.73248e-07 -4.49893e-06 -8.31774e-07 -5.32744e-06 0.000104647 -1.16294e-05 -0.000128602 2.6e-06 6.91193e-05 0.000140586 -1.00579e-06 1.04304e-06 2.89093e-06 9.74954e-07 1.30927e-05 -2.23668e-05 -3.06383e-05 -1.67523e-05 -9.09027e-05 3.95321e-06
internal_weight=0 1070 1034 2051 105 76 54 1946 1926 1010 1901 985 964 941 51 890 63 1867 96 60 1771 1750 1730 1706 1123 583 563 536 117 419
internal_count=3121 1070 1034 2051 105 76 54 1946 1926 1010 1901 985 964 941 51 890 63 1867 96 60 1771 1750 1730 1706 1123 583 563 536 117 419
is_linear=0
shrinkage=0.1


Tree=3005
num_leaves=31
num_cat=0
split_feature=33 132 1185 1203 47 47 9 3 151 42 16 151 16 4 151 151 151 49 43 131 2 484 1 47 16 12 447 160 160 2
split_gain=2.25251e-05 2.15166e-05 0.000127749 8.73543e-05 2.08296e-05 0.000126844 9.16889e-05 0.000222782 3.2843e-05 0.000107201 0.000239658 0.000161195 0.000113563 3.9087e-05 3.80744e-05 4.41832e-05 5.74031e-05 3.00629e-05 2.97532e-05 2.95078e-05 5.70429e-05 0.000104737 9.32703e-05 5.24123e-05 3.47019e-05 6.87369e-05 2.87652e-05 2.68733e-05 4.02109e-05 0.0001131
threshold=-0.009184999999999997 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.094160000000000008 0.096850000000000006 0.087755000000000014 -0.13309499999999996 -0.088279999999999983 0.083715000000000026 -0.008904999999999998 -0.29526499999999994 -0.014034999999999997 -0.010655 -0.085764999999999994 -0.085134999999999975 -0.083969999999999975 -0.0087049999999999992 -0.085154999999999995 0.096490000000000006 0.10402500000000002 -0.059599999999999993 0.111945 0.13283000000000003 -0.094359999999999986 0.088245000000000004 0.092655000000000015 0.51752500000000012 0.081905000000000019 0.086000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 8 -8 9 11 12 -4 -11 -13 -10 -16 -17 18 -7 20 21 -19 -22 -24 -23 -26 27 28 -18 -30
right_child=1 2 4 -5 5 17 7 -9 14 10 -12 13 -14 -15 15 16 26 19 -20 -21 22 24 23 -25 25 -27 -28 -29 29 -31
leaf_value=-8.4817416274980196e-05 -5.800568316585552e-06 0.00024891138129446306 -0.00027985061067738572 -0.00019772023499374178 0.00024686306087460256 1.3766425241635223e-05 0.00010244883625368264 -0.00031122101885557642 -0.00010119109295996361 0.00013232494100520853 -5.2290550917638721e-05 -3.4405632293389833e-05 0.00046931542536185592 0.00010907378579222728 0.00013470333942677826 -0.00014942758358441868 4.9706966297814117e-06 0.00025498872950825339 -0.00014708238627265572 -6.6872901243186789e-05 -0.00021889098570682108 0.00011220900539282251 0.00015127012633125891 -6.2417064267113653e-05 -0.00012777530435665414 7.6653330478094231e-05 -0.00010070105275060218 0.00010438696711571538 -0.00018122829353362454 -6.0007918117720733e-06
leaf_weight=31 195 21 20 27 24 23 23 30 38 20 37 37 20 39 24 26 1937 26 23 32 20 34 22 24 29 38 28 25 45 203
leaf_count=31 195 21 20 27 24 23 23 30 38 20 37 37 20 39 24 26 1937 26 23 32 20 34 22 24 29 38 28 25 45 203
internal_value=0 8.50914e-07 3.17255e-06 -2.91421e-05 1.35994e-06 2.65179e-05 -1.54821e-06 -0.000131704 1.21219e-06 4.32481e-05 0.000131144 -2.72515e-05 0.00030082 3.9222e-05 -1.91429e-06 -2.65466e-07 -1.69623e-06 7.00395e-06 -6.6658e-05 2.20637e-05 3.68097e-05 7.60012e-05 -3.86043e-05 3.97812e-05 2.99252e-05 -1.18307e-05 2.00403e-08 1.29614e-06 1.16616e-07 -3.77961e-05
internal_weight=0 3090 2868 222 2847 295 2552 53 2499 173 77 96 40 76 2326 2288 2264 271 46 225 193 127 66 46 101 67 2238 2210 2185 248
internal_count=3121 3090 2868 222 2847 295 2552 53 2499 173 77 96 40 76 2326 2288 2264 271 46 225 193 127 66 46 101 67 2238 2210 2185 248
is_linear=0
shrinkage=0.1


Tree=3006
num_leaves=31
num_cat=0
split_feature=1429 156 1428 1429 47 2 47 393 131 34 34 97 4 11 132 132 133 40 133 133 49 1 1 16 52 151 47 47 12 1428
split_gain=1.82847e-05 4.14719e-05 4.32871e-05 2.22763e-05 2.01583e-05 0.000189159 9.24617e-05 4.35191e-05 3.90841e-05 3.17797e-05 4.34501e-05 0.000163561 7.38941e-05 5.481e-05 3.06627e-05 6.48217e-05 2.83171e-05 4.30749e-05 5.79428e-05 7.58302e-05 5.82919e-05 6.04481e-05 9.96152e-05 0.000149789 6.61457e-05 5.42371e-05 2.75431e-05 4.85011e-05 5.1874e-05 4.07967e-05
threshold=0.12521000000000002 0.3248100000000001 0.10256000000000001 0.11635000000000001 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.12765500000000005 0.13767000000000004 -0.112215 -0.057544999999999992 -0.082154999999999992 -0.0057249999999999992 -1.0000000180025095e-35 -0.44750499999999993 -0.26631499999999991 0.12599500000000005 -0.011659999999999998 -0.14757499999999998 -0.012979999999999998 -0.008624999999999999 0.090740000000000015 0.10089500000000001 -0.073404999999999984 -0.034054999999999995 -0.091299999999999978 0.087885000000000019 0.079365000000000005 0.084535000000000013 -0.071779999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 8 9 -1 11 12 -11 -12 -15 -16 17 -7 -19 -20 -21 25 -23 -24 -25 -22 27 29 -29 -17
right_child=-2 -3 -4 -5 5 16 -8 -9 -10 10 13 -13 -14 14 15 26 -18 18 19 20 21 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00010885608612275415 9.5308860763907433e-05 -0.00014066753958884095 0.00013701469213866284 -9.873128378587906e-05 -0.00032133963657543068 0.00010998684956575744 0.00020707902255129407 0.0001381956953201038 -0.00013268760981604414 9.3837519636422043e-05 -0.00016073015358415433 0.00028425527916988358 -0.00017144602607004346 -9.7345348894445897e-05 0.00018203209947387222 -0.00013848425961831317 -0.00011343322641385552 0.00013162960844615907 -0.00019028102929587477 -0.00011748185122422385 -2.3944996210047977e-05 -0.000224352585937595 0.00019250415484059363 1.7255165585083886e-05 -0.00019701780132527348 0.00018358972156420352 -0.00011011694170354697 -2.1197657624725255e-05 0.00018966596653626768 1.5101211041104104e-06
leaf_weight=26 20 21 23 23 20 34 22 23 22 21 21 25 21 31 20 21 22 26 25 38 20 20 33 34 25 34 22 20 28 2380
leaf_count=26 20 21 23 23 20 34 22 23 22 21 21 25 21 31 20 21 22 26 25 38 20 20 33 34 25 34 22 20 28 2380
internal_value=0 -6.14695e-07 3.4021e-07 -6.8809e-07 5.51515e-08 -2.3238e-05 2.90755e-06 1.23214e-06 4.69754e-08 1.15478e-06 2.25067e-06 8.17403e-05 -3.88043e-05 1.56368e-07 1.49603e-06 2.72609e-06 -4.06745e-06 4.25797e-06 -9.83921e-06 -2.59012e-05 -5.75659e-06 1.98191e-05 -2.2082e-05 2.18899e-05 -7.35385e-05 0.000106725 1.2748e-06 2.27546e-06 0.000101806 2.8568e-07
internal_weight=0 3101 3080 3057 3034 331 2703 2681 2658 2636 2610 67 42 2543 2522 2491 311 289 255 229 204 166 112 92 59 54 2471 2449 48 2401
internal_count=3121 3101 3080 3057 3034 331 2703 2681 2658 2636 2610 67 42 2543 2522 2491 311 289 255 229 204 166 112 92 59 54 2471 2449 48 2401
is_linear=0
shrinkage=0.1


Tree=3007
num_leaves=31
num_cat=0
split_feature=132 394 1203 1429 156 11 11 11 475 471 11 41 41 12 34 1 9 9 106 0 2 0 4 2 0 0 15 15 0 403
split_gain=1.80844e-05 0.000103082 7.14991e-05 1.90867e-05 6.24725e-05 1.90133e-05 8.77786e-05 3.97294e-05 6.71325e-05 2.66135e-05 2.8778e-05 3.2164e-05 6.38159e-05 0.000138419 3.25315e-05 0.000143647 9.32514e-05 3.55771e-05 3.50741e-05 2.29479e-05 0.0002609 0.000166075 0.000118487 0.000109891 0.000182717 0.000177219 0.000133515 7.50706e-05 7.12788e-05 6.67618e-05
threshold=-0.083174999999999985 0.11233000000000001 0.088820000000000024 -0.23752499999999996 0.32523500000000005 0.095720000000000013 0.099410000000000012 0.086595000000000019 -0.074304999999999982 0.10277000000000001 0.083010000000000014 0.077300000000000021 0.088180000000000008 0.084735000000000019 -0.057544999999999992 0.10124500000000002 0.091905000000000014 -0.08619499999999998 0.08759500000000002 -0.10224499999999999 -0.055814999999999997 -0.10474999999999998 -0.074729999999999977 0.10402500000000002 -0.23194499999999998 -0.26609999999999995 -0.015039999999999998 -0.083359999999999976 -0.10011499999999998 -0.0038999999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 7 -7 9 -9 10 11 14 13 -13 15 -5 19 -17 -19 21 -21 22 -16 24 -24 -25 27 -27 -22 -26
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12 12 -14 -15 16 17 -18 18 -20 20 28 -23 23 25 29 26 -28 -29 -30 -31
leaf_value=-5.9474690121214265e-06 -9.6815235574467811e-05 0.00022834851501102096 -0.00017688869634834451 0.00029286354624218802 0.0001773344140383415 -0.00022677379878587091 2.9807422924932327e-05 -4.9642295012428965e-05 0.00017028660688083621 0.00010654524236957989 -0.00011808798735728488 -5.0452109592567601e-07 -4.7022012363918806e-05 0.00031959810320668944 -0.00020536794808918033 9.012272500209898e-05 -0.00018308705490700707 -0.00014843901405148919 2.1088704894422195e-05 0.00033676393724580642 -0.00015243034173298867 -0.00030470946257992186 0.0003448110435601848 -0.00032874691169126891 -0.00014156806119856248 -1.4417857723310591e-05 -0.0001932720047105769 0.00014946800046244688 4.0516594433425691e-07 4.8651745230711782e-05
leaf_weight=194 20 20 28 20 20 20 40 23 35 23 21 35 36 22 29 24 29 23 26 23 31 20 20 20 21 125 35 36 1950 152
leaf_count=194 20 20 28 20 20 20 40 23 35 23 21 35 36 22 29 24 29 23 26 23 31 20 20 20 21 125 35 36 1950 152
internal_value=0 2.10648e-06 -2.75076e-05 5.34811e-07 1.21582e-06 -2.48895e-08 -5.57197e-05 1.17759e-06 8.30734e-05 -5.68078e-07 -1.4812e-06 -5.66468e-07 5.72119e-05 0.000123044 -2.64595e-06 5.54239e-05 -4.81396e-06 -9.62802e-06 -5.84855e-05 -2.71407e-06 1.90135e-06 -2.29091e-05 -1.00415e-05 3.8081e-06 5.86443e-05 -4.51891e-05 -1.62546e-05 2.22274e-05 -1.98651e-06 2.55615e-05
internal_weight=0 2899 222 2879 2859 2839 60 2779 58 2721 2698 2677 93 57 2584 93 2491 73 49 2462 2004 458 438 409 193 216 196 161 1981 173
internal_count=3121 2899 222 2879 2859 2839 60 2779 58 2721 2698 2677 93 57 2584 93 2491 73 49 2462 2004 458 438 409 193 216 196 161 1981 173
is_linear=0
shrinkage=0.1


Tree=3008
num_leaves=31
num_cat=0
split_feature=33 9 16 13 132 132 130 0 128 403 16 4 15 15 15 1211 403 4 12 401 403 4 13 12 160 2 52 1456 16 394
split_gain=2.07098e-05 3.42132e-05 0.000323428 0.000132138 1.97876e-05 8.152e-05 5.46231e-05 7.35103e-05 6.33307e-05 8.05516e-05 8.51426e-05 5.97459e-05 3.29692e-05 0.000128987 6.61594e-05 8.40824e-05 6.40378e-05 0.000223619 0.000193687 9.87536e-05 9.0744e-05 8.84789e-05 0.000136118 0.00017219 0.000113481 7.15723e-05 0.000127726 9.90431e-05 0.000112185 4.61823e-05
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.076384999999999995 0.093160000000000007 0.090050000000000005 0.092225000000000015 -0.047369999999999995 0.079650000000000012 -0.069569999999999979 -0.080344999999999986 0.15285000000000001 0.093115000000000017 0.092145000000000019 0.091650000000000023 0.10809000000000001 -0.072624999999999981 -0.072334999999999997 0.094580000000000011 -0.46360499999999999 -1.0000000180025095e-35 -0.050494999999999991 -0.081029999999999977 0.088485000000000022 -0.40698999999999991 0.096540000000000015 0.10347000000000002 -0.0083149999999999977 -0.018494999999999998 0.013605000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 12 7 8 9 10 -6 -11 13 14 15 29 17 18 -14 -18 -21 22 23 -22 -23 27 -27 -24 -29 -2
right_child=1 2 -4 -5 6 -7 -8 -9 -10 11 -12 -13 16 -15 -16 -17 19 -19 -20 20 21 24 25 -25 -26 26 -28 28 -30 -31
leaf_value=-8.1327863529534841e-05 -4.0792884789727673e-06 8.2695977234043721e-05 0.00040598282514110908 -0.00026875867609305715 -0.00031623343391402165 -0.00015237216147296649 0.00015659850141203386 0.00014225213014993423 0.00010744701239986923 7.7834513914157554e-05 -3.4116689272670315e-05 -0.00012399677599949594 6.5165364195798672e-05 -0.00021878866199196117 0.00017381747020408513 -0.00015611848106750082 -0.0001766593176634396 -0.00011330144583813048 0.00047909558219544124 0.00021386507255754069 -1.1016193942244475e-07 0.00027550874512295801 0.00023480698118174379 -0.0003922084613198725 2.1583355580064152e-05 5.213078570015954e-05 -0.00025485160453093199 0.00015298242260228267 -0.00010818238741577309 9.93657523312405e-05
leaf_weight=31 2254 23 20 20 20 36 29 33 29 44 23 22 26 28 21 36 27 28 20 23 24 24 26 21 66 33 23 29 38 44
leaf_count=31 2254 23 20 20 20 36 29 33 29 44 23 22 26 28 21 36 27 28 20 23 24 24 26 21 66 33 23 29 38 44
internal_value=0 8.1592e-07 7.37538e-05 -8.07713e-05 -7.02114e-07 -2.85263e-06 2.96954e-05 8.17381e-06 -2.38884e-05 -5.88309e-05 -0.000165334 1.05574e-05 -9.24034e-07 -5.42124e-06 -2.88438e-06 -4.47425e-06 2.53427e-05 0.00010951 0.000245135 6.69478e-06 2.28204e-05 7.34845e-06 -3.06688e-05 -0.000183089 8.92968e-05 1.53642e-05 -7.39513e-05 6.91456e-05 4.8591e-06 -2.09862e-06
internal_weight=0 3090 63 43 3027 2827 200 171 138 109 43 66 2791 2383 2355 2334 408 74 46 334 307 284 194 45 90 149 56 93 67 2298
internal_count=3121 3090 63 43 3027 2827 200 171 138 109 43 66 2791 2383 2355 2334 408 74 46 334 307 284 194 45 90 149 56 93 67 2298
is_linear=0
shrinkage=0.1


Tree=3009
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1208 1208 1208 1210 42 1210 1210 1210 1209 1212 402 52 42 1212 1213 4 13 1213 401 401 133 402 1204 402 43 133
split_gain=1.87988e-05 0.00051913 0.000296728 0.000107529 1.8421e-05 3.86211e-05 6.77329e-05 3.60864e-05 0.000110205 4.28305e-05 2.64159e-05 3.99429e-05 6.46292e-05 2.5189e-05 0.000130713 7.07811e-05 7.18508e-05 6.00808e-05 3.07699e-05 7.87634e-05 7.91391e-05 7.08699e-05 4.70071e-05 6.10417e-05 6.45189e-05 4.64722e-05 3.49108e-05 4.03665e-05 5.86938e-05 4.4006e-05
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.12461500000000002 0.10837500000000001 0.098655000000000007 -0.13847499999999999 0.094935000000000005 -0.090569999999999998 -0.083289999999999989 -0.079504999999999978 -0.084629999999999997 -0.073259999999999978 -0.031734999999999992 0.086040000000000019 0.090690000000000007 -0.055019999999999993 -0.086179999999999993 -0.082594999999999988 -0.085584999999999981 -0.082414999999999974 -0.46360499999999999 -0.06959499999999999 0.51114000000000004 -0.15673499999999999 -0.081079999999999985 -0.0065149999999999991 -0.035139999999999991 0.26753000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 8 -4 -9 -11 -12 -13 14 -14 16 -16 -15 19 -19 -21 -20 -23 -24 25 -25 -27 28 -28 -29
right_child=2 -3 4 -5 -6 -7 -8 9 -10 10 11 12 13 17 15 -17 -18 18 21 20 -22 22 23 24 -26 26 27 29 -30 -31
leaf_value=2.8128093012373634e-06 -0.00036799243988008877 0.00050100983266063506 -4.3143143584192906e-05 -0.0002417383548345242 -9.4974706660195802e-05 0.00013644617595543555 -0.00016695047900914991 -0.00013869076900102135 0.00026656541449483485 0.00010584940512975057 -0.0001183462333366541 0.00014766641726964737 -0.00027806569996755573 0.00017476335793617181 0.00016986377425685836 -9.9579308805867843e-05 -6.3443806720897558e-05 0.00016618388020642438 -0.00018895603352575563 8.4032689794964567e-05 -0.00014383118665406343 -0.00014543955985573122 0.00015684452746063472 0.00015359470024122856 -0.00013308724460835543 0.00013204590242821724 7.7244576532393689e-06 -5.0597934646497497e-07 -0.00022211122472072021 0.00011413408103501698
leaf_weight=178 22 21 27 20 20 21 24 22 20 24 28 30 20 20 33 39 22 39 20 35 27 22 25 20 36 20 25 2207 20 34
leaf_count=178 22 21 27 20 20 21 24 22 20 24 28 30 20 20 33 39 22 39 20 35 27 22 25 20 36 20 25 2207 20 34
internal_value=0 2.82517e-05 -2.13202e-06 -2.18893e-05 6.62747e-07 1.33154e-06 3.32101e-07 1.75831e-06 8.86477e-05 2.82949e-07 1.39636e-06 4.75391e-07 1.71036e-06 6.67106e-08 -4.59225e-05 3.46966e-06 7.65407e-05 2.1227e-06 7.57951e-07 5.48403e-05 -1.51984e-05 -1.49084e-06 6.55307e-08 1.40659e-06 -2.38603e-07 1.81752e-06 5.01157e-07 -6.49716e-07 -9.44247e-05 1.23332e-06
internal_weight=0 219 2902 198 2880 2860 2839 2815 47 2768 2746 2722 2694 2664 114 94 55 2550 2530 101 62 2429 2409 2387 2362 2326 2306 2286 45 2241
internal_count=3121 219 2902 198 2880 2860 2839 2815 47 2768 2746 2722 2694 2664 114 94 55 2550 2530 101 62 2429 2409 2387 2362 2326 2306 2286 45 2241
is_linear=0
shrinkage=0.1


Tree=3010
num_leaves=31
num_cat=0
split_feature=132 1185 394 50 130 12 403 403 2 129 402 2 1212 1210 2 51 0 1 3 403 15 12 133 4 402 1211 13 401 12 1209
split_gain=1.83218e-05 0.000127744 4.99336e-05 4.68356e-05 1.75145e-05 4.98278e-05 1.96358e-05 7.20229e-05 8.66724e-05 6.69523e-05 4.49079e-05 0.000302196 4.23846e-05 8.99639e-05 4.18067e-05 4.90259e-05 4.20973e-05 8.0126e-05 7.53808e-05 8.84983e-05 0.000111078 6.17653e-05 7.60465e-05 5.55392e-05 5.48136e-05 3.89283e-05 9.37875e-05 3.62871e-05 0.000175231 6.15063e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.013605000000000001 0.09227500000000001 -0.23647499999999996 0.23631000000000002 0.054065000000000009 0.0050100000000000014 0.08542000000000001 -0.077709999999999987 0.10708500000000001 0.083715000000000026 -0.08867499999999999 -0.099939999999999987 0.11682500000000001 0.08955500000000001 -0.080869999999999984 0.092845000000000025 -0.091054999999999983 0.10114000000000002 -0.089964999999999976 0.088305000000000008 -0.14169499999999999 -0.077834999999999988 0.113945 0.10167000000000002 -0.068269999999999983 0.090205000000000021 0.085635000000000003 -0.077594999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 7 9 -9 -6 12 -12 -11 -14 15 16 18 23 -8 20 -20 22 -21 -18 -23 27 -27 29 -29 -15
right_child=1 4 -4 -5 5 -7 14 8 -10 10 11 -13 13 25 -16 -17 17 -19 19 21 -22 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=6.6571066870620735e-06 0.00024786340211340716 -9.2927392361161763e-05 -0.00017441407045615571 -0.00013489936083917404 -0.00018293588058440949 0.00015089514519621102 -0.00011796468891340985 -0.00027671159203756753 -7.9607440836428266e-06 0.00014011680087562474 0.00040235551015939565 -7.7876646599562316e-05 -0.00018076707947329852 0.00015517243219073863 -9.7617491197664869e-05 -0.00011596736338105984 0.00026103322030896127 -6.6850181472199476e-05 1.3027952384921568e-05 -2.3825606376703945e-05 0.00034231970610562715 -0.00017719977679209683 0.00022107670773125607 7.6203440855622192e-05 4.1222047875635333e-05 0.00020286891158320943 -5.4033095201938762e-05 0.00011240865023864899 -0.00030619762117567011 -2.5558854589268352e-06
leaf_weight=174 21 20 21 27 20 22 33 21 28 21 20 38 28 25 26 20 29 21 21 32 20 27 21 37 20 30 27 20 20 2231
leaf_count=174 21 20 21 27 20 22 33 21 28 21 20 38 28 25 26 20 29 21 21 32 20 27 21 37 20 30 27 20 20 2231
internal_value=0 2.12026e-06 -2.76876e-05 -1.23579e-05 3.27137e-07 9.79723e-07 -1.83232e-07 -3.08235e-06 -0.00012314 -7.1025e-07 7.71259e-07 8.77206e-05 -1.32827e-06 -2.57579e-06 2.36991e-05 3.49241e-05 4.64867e-05 0.000103283 1.80884e-05 4.99306e-05 0.000173658 -7.97616e-07 7.32112e-05 0.000157417 -8.42543e-05 -4.55366e-07 8.11785e-05 -2.48199e-06 -9.68945e-05 -8.0801e-07
internal_weight=0 2899 222 201 2878 2858 2836 2529 49 2480 2460 58 2402 2381 307 281 261 87 174 141 41 100 53 66 47 2353 57 2296 40 2256
internal_count=3121 2899 222 201 2878 2858 2836 2529 49 2480 2460 58 2402 2381 307 281 261 87 174 141 41 100 53 66 47 2353 57 2296 40 2256
is_linear=0
shrinkage=0.1


Tree=3011
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 33 9 3 120 1 120 1 46 45 147 148 148 447 1348 0 13 0 0 0 13 12 12 151 51 15 43
split_gain=1.8567e-05 0.000533753 0.000274579 0.000120638 1.65303e-05 2.78081e-05 5.50863e-05 2.00547e-05 4.60998e-05 9.11478e-05 6.18575e-05 2.73109e-05 4.00983e-05 2.23749e-05 9.42782e-05 5.33103e-05 2.67435e-05 4.91215e-05 3.01976e-05 2.32274e-05 4.8423e-05 0.000140342 5.69793e-05 3.85676e-05 8.20907e-05 4.7267e-05 3.78452e-05 9.28779e-05 0.000134543 0.000346566
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.009184999999999997 0.088235000000000022 -0.011549999999999998 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.15022500000000003 0.096120000000000011 1.0000000180025095e-35 0.095485000000000014 -0.065034999999999996 -0.098399999999999974 0.089635000000000006 0.085630000000000012 -0.23811499999999999 0.23074000000000003 -0.094654999999999975 -0.081459999999999991 -0.053834999999999994 0.11217000000000001 0.09857500000000001 0.087075000000000014 -0.088279999999999983 -0.085604999999999987 -0.026084999999999994 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 7 -7 8 9 10 11 12 13 15 -15 -6 17 18 -17 23 -21 -22 -23 26 25 -25 27 -20 -29 -30
right_child=2 -3 4 -5 5 6 -8 -9 -10 -11 -12 -13 -14 14 -16 16 -18 -19 19 20 21 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=1.0445950610202006e-06 -0.00035406007690736178 0.00048381195760473775 -7.2059302305382112e-05 -0.00025813350905082186 -0.00014116815841084138 -7.9356806183896977e-06 0.00019018630536384476 -9.9854034888267063e-05 0.00015191648897598499 -0.00021315931982826441 0.00016810608320321825 9.9816339314673792e-05 -0.00013571336451356978 0.00020109550573761226 -8.2744324093007239e-05 0.0001197431278082409 9.9081830450342277e-05 -0.00014974732366681567 -0.00014993862791708949 7.9419147236463195e-05 -0.0003145429709365999 8.6050790462953344e-05 -0.00013185454394260888 9.605572804503027e-05 0.00024578085576649756 -0.00011209827411221342 -4.2943428277847686e-06 4.2392995105678944e-06 0.00049129840753385392 -4.6574580483138565e-05
leaf_weight=176 22 23 31 20 27 36 23 20 20 20 22 27 22 25 22 21 27 22 21 22 20 30 20 24 20 20 2199 91 23 25
leaf_count=176 22 23 31 20 27 36 23 20 20 20 22 27 22 25 22 21 27 22 21 22 20 30 20 24 20 20 2199 91 23 25
internal_value=0 2.8077e-05 -2.11884e-06 -2.54022e-05 5.69597e-07 1.35987e-06 6.92983e-05 -7.6818e-08 6.43595e-07 -4.56571e-07 1.10169e-06 -2.55066e-07 -1.26287e-06 -1.50457e-07 6.82343e-05 -1.38096e-06 7.90955e-08 -9.6589e-07 3.248e-07 -6.72331e-07 -4.99914e-05 -9.06632e-05 -1.11134e-06 1.20029e-06 7.77967e-05 1.44027e-06 -8.77785e-07 4.60785e-05 7.56926e-05 0.000211156
internal_weight=0 219 2902 196 2880 2849 59 2790 2770 2750 2730 2708 2681 2659 47 2612 2585 2558 2536 2515 92 70 50 2423 64 44 2359 160 139 48
internal_count=3121 219 2902 196 2880 2849 59 2790 2770 2750 2730 2708 2681 2659 47 2612 2585 2558 2536 2515 92 70 50 2423 64 44 2359 160 139 48
is_linear=0
shrinkage=0.1


Tree=3012
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 4 132 133 1208 1208 1208 1209 1209 1209 1209 401 401 401 1184 0 129 402 403 403 403 1209 403 128 128 1212 1212
split_gain=1.81075e-05 0.000139037 7.10393e-05 1.7454e-05 3.4347e-05 2.17622e-05 2.84743e-05 1.61718e-05 4.62607e-05 6.01069e-05 3.54799e-05 4.07784e-05 5.12987e-05 4.3435e-05 2.02676e-05 2.97626e-05 2.62589e-05 7.58878e-05 7.36116e-05 2.76966e-05 2.11703e-05 6.39648e-05 3.72915e-05 5.15044e-05 2.37549e-05 2.34499e-05 2.39332e-05 4.08858e-05 2.56081e-05 7.13413e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.11242999999999999 0.066685000000000008 -0.44750499999999993 -0.44023999999999991 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.092099999999999987 -0.085894999999999985 -0.077594999999999983 -0.038154999999999994 0.13571500000000003 0.118385 0.10632500000000002 0.088135000000000019 -0.083804999999999977 -0.080434999999999993 0.11174500000000002 -0.52641999999999989 -0.45015499999999992 -0.41825499999999993 0.088775000000000007 -0.23730999999999999 0.11976500000000002 0.10828500000000001 -0.08867499999999999 -0.121045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -7 8 9 10 -3 -12 -13 -14 15 16 17 19 -18 -15 21 -21 -23 -24 25 -25 27 28 29 -27
right_child=1 7 -4 4 -6 6 -8 -9 -10 -11 11 12 13 14 -16 -17 18 -19 -20 20 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=8.2022229908034215e-05 0.00025848307303108628 0.00011287709182527449 -0.00017954784210577078 -7.8275667466845458e-05 -0.00013656097622255663 0.00012723435545922257 -2.953930040045331e-06 -7.6791299936842375e-05 0.00012052504956159283 -0.00016894055990546587 -0.00013907800017650949 0.00013796295647302436 -0.00013449190640434002 8.9391244525489008e-05 0.00010092670803715011 -0.00011869661227267767 -5.6406747105277398e-05 -0.00018982912131052996 0.00019683487431999916 0.00017069768893468958 -7.5265154294823803e-05 -0.00011970209710013409 0.00013554344923574849 -8.3301394779206918e-05 -7.728728183792555e-05 -5.5643544986932768e-05 0.00010786237644857639 -0.00012171650437435515 5.9350732680636754e-07 0.00019928790153125707
leaf_weight=20 21 28 27 29 21 20 105 27 32 21 21 27 24 35 20 21 22 21 24 22 37 26 28 33 40 21 21 27 2277 23
leaf_count=20 21 28 27 29 21 20 105 27 32 21 21 27 24 35 20 21 22 21 24 22 37 26 28 33 40 21 21 27 2277 23
internal_value=0 2.10782e-06 -2.75252e-05 -6.47593e-06 -1.659e-05 -2.30324e-07 1.78762e-05 2.37118e-07 9.66605e-07 -3.90568e-07 8.74461e-07 -2.57696e-07 8.02772e-07 -5.57744e-07 6.33665e-07 -1.1535e-07 8.21875e-07 -4.97651e-07 7.57193e-05 1.03747e-06 -1.72857e-07 9.30565e-07 -5.6578e-07 6.88286e-07 -8.57965e-07 4.14797e-07 1.58096e-06 6.30399e-07 2.05365e-06 7.76161e-05
internal_weight=0 2899 222 195 175 154 125 2878 2851 2819 2798 2770 2749 2722 2698 2678 2657 2611 46 2590 2555 2518 2496 2470 2442 2402 2369 2348 2321 44
internal_count=3121 2899 222 195 175 154 125 2878 2851 2819 2798 2770 2749 2722 2698 2678 2657 2611 46 2590 2555 2518 2496 2470 2442 2402 2369 2348 2321 44
is_linear=0
shrinkage=0.1


Tree=3013
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 394 130 121 33 9 2 15 16 160 51 129 402 16 12 160 12 150 150 39 42 13 16 16 43 12 43
split_gain=1.83518e-05 0.000496786 0.000263818 0.000110513 1.66109e-05 2.20261e-05 3.70893e-05 1.73869e-05 2.45927e-05 5.76176e-05 1.7839e-05 2.34592e-05 9.1145e-05 8.67479e-05 5.7975e-05 5.48167e-05 4.45551e-05 4.64676e-05 5.59849e-05 6.98259e-05 5.45466e-05 7.24117e-05 8.92989e-05 5.31131e-05 4.17346e-05 7.62104e-05 5.31668e-05 0.00018639 0.000196254 0.000151411
threshold=-0.083284999999999984 0.10022000000000002 0.11233000000000001 0.089480000000000018 0.013605000000000001 -0.22699999999999995 -0.088279999999999983 -0.009184999999999997 0.088235000000000022 -0.15339499999999998 0.23208000000000004 -0.15241499999999997 0.10493500000000001 0.080335000000000018 -0.08133 0.089220000000000008 -0.25582999999999995 0.087005000000000013 -0.054789999999999998 0.09364500000000002 0.12068000000000002 1.0000000180025095e-35 0.084405000000000008 0.09112000000000002 -0.096404999999999991 -0.093244999999999981 -0.096824999999999981 -0.036954999999999995 0.084225000000000008 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -2 -7 -8 10 -10 11 12 13 15 -13 16 17 20 -19 -20 21 23 -23 -9 25 -16 27 28 -26 -29
right_child=2 -3 -4 -5 -6 6 7 8 9 -11 -12 14 -14 -15 24 -17 -18 18 19 -21 -22 22 -24 -25 26 -27 -28 29 -30 -31
leaf_value=3.9062272146642744e-06 -0.00010469762450156852 0.00049038614774222621 -0.00034708224504191262 -0.00024401480060987524 8.9141808469624573e-05 0.00012995173141958235 -7.6118085028914118e-05 3.5799401101613309e-05 -1.4281573821790518e-05 0.000192241973656399 8.6759001525301167e-05 0.00016380992707457735 -0.00022662598709021473 -0.00016536807985068986 0.00017004699104104359 -0.00013248712545776341 0.00015073707472765819 -8.0604462640448699e-05 0.00021790680714935486 1.7954362692762516e-05 0.00013090338893345603 -0.00024350964181394375 2.1875395032111558e-05 -0.00010388414477740691 0.00028629602814114399 1.3554657128567326e-05 7.099722192032086e-07 -0.00034138993836346678 -6.6197588135504955e-05 7.3044794771703901e-06
leaf_weight=178 20 21 22 20 21 22 30 103 35 22 23 22 21 34 39 28 22 21 31 40 21 32 21 37 22 154 1950 33 56 20
leaf_count=178 20 21 22 20 21 22 30 103 35 22 23 22 21 34 39 28 22 21 31 40 21 32 21 37 22 154 1950 33 56 20
internal_value=0 2.79138e-05 -2.10651e-06 -2.11363e-05 5.28718e-07 -1.22165e-07 6.14541e-07 -3.95547e-07 4.1955e-07 6.54293e-05 -9.37795e-07 -1.68291e-06 -2.36857e-05 -1.27581e-05 2.25574e-06 1.81696e-06 1.32819e-05 3.39955e-06 6.28325e-05 0.000105258 -2.21511e-05 -3.88047e-05 -0.000138357 -1.11696e-06 6.92773e-07 4.51775e-05 -3.43291e-06 -6.51018e-05 3.32237e-05 -0.000209807
internal_weight=0 219 2902 198 2880 2859 2839 2817 2787 57 2730 2707 411 390 2296 356 328 306 92 71 214 193 53 140 2274 193 2081 131 78 53
internal_count=3121 219 2902 198 2880 2859 2839 2817 2787 57 2730 2707 411 390 2296 356 328 306 92 71 214 193 53 140 2274 193 2081 131 78 53
is_linear=0
shrinkage=0.1


Tree=3014
num_leaves=31
num_cat=0
split_feature=130 40 15 482 33 1204 1185 1186 9 2 13 13 13 52 160 2 16 402 15 1213 133 13 1374 16 0 42 12 3 52 12
split_gain=2.02676e-05 3.20754e-05 2.87951e-05 6.58387e-05 2.18069e-05 2.03079e-05 3.29273e-05 5.04448e-05 1.73769e-05 5.62905e-05 1.77769e-05 0.000205385 0.000129586 0.000150285 7.67311e-05 0.000150691 5.969e-05 5.61783e-05 0.000145607 7.5861e-05 7.134e-05 0.000206936 0.000168674 0.000146401 0.00014042 0.000104761 9.51535e-05 0.000218471 0.000236689 0.000148764
threshold=-0.23123999999999997 -0.24290999999999999 -0.5556049999999999 0.087425000000000017 -0.009184999999999997 0.053645000000000005 -0.10973499999999999 -0.092084999999999986 0.088235000000000022 -0.15339499999999998 -0.081829999999999986 -0.081224999999999978 -0.082574999999999982 -0.0092699999999999987 -0.52800499999999995 0.093320000000000014 0.27776000000000006 0.10874500000000002 0.087685000000000013 -0.083944999999999978 0.089405000000000012 -0.085804999999999979 0.088035000000000016 -0.008069999999999999 -0.086934999999999985 0.087550000000000017 0.085355000000000014 -0.082234999999999989 0.008405000000000001 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 -8 10 -10 12 -12 16 -14 15 -13 17 20 -19 -20 22 24 26 -23 25 -22 -9 28 29 -28
right_child=1 2 4 -5 5 -7 7 8 9 -11 11 14 13 -15 -16 -17 -18 18 19 -21 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=9.3525681633922357e-05 -0.00012692502961726861 -2.8655890648224161e-05 -9.0521479702416674e-05 0.00021476729558344231 -0.00012891050428152085 8.6087178378538399e-05 0.00013107452973129291 -3.7449032447142575e-05 -3.1544520231452021e-05 0.00017760801552371545 -0.00026354695122966906 0.00029225536005105825 -2.1320852621491733e-05 0.0003449897276974904 -7.4423530761541199e-06 -5.1597334319152509e-05 0.00015617451184274009 0.00028817894433260614 0.00011012604833013029 -0.00016530264605535197 9.5361485430409882e-05 -0.00044372237711546149 0.0002739161577995798 -8.2176453239905345e-05 0.00024020434107764493 -0.0001962425803867518 0.00021406305541209547 -1.9762192615387671e-05 0.00043392896128959066 -7.9633897471734707e-05
leaf_weight=23 20 25 27 20 20 27 29 431 31 22 31 25 21 24 1784 26 24 23 20 20 22 21 22 24 21 28 35 217 24 34
leaf_count=23 20 25 27 20 20 27 29 431 31 22 31 25 21 24 1784 26 24 23 20 20 22 21 22 24 21 28 35 217 24 34
internal_value=0 -6.94345e-07 1.25868e-07 7.95322e-05 -1.05227e-06 -2.48652e-07 -1.03115e-06 -1.6681e-07 -1.46579e-06 5.52735e-05 -2.51104e-06 -8.29703e-06 8.16816e-06 0.000174045 -3.98491e-06 0.000116958 4.40989e-07 -3.52674e-06 8.76918e-05 -2.75883e-05 -1.00646e-05 -8.31289e-05 1.04348e-06 -0.000250898 2.32035e-05 -6.79368e-05 -7.058e-06 3.51953e-05 0.00016343 6.93428e-05
internal_weight=0 3098 3078 45 3033 3006 2979 2959 2930 53 2877 1866 1011 45 1835 51 966 942 63 40 879 116 763 45 71 50 741 310 93 69
internal_count=3121 3098 3078 45 3033 3006 2979 2959 2930 53 2877 1866 1011 45 1835 51 966 942 63 40 879 116 763 45 71 50 741 310 93 69
is_linear=0
shrinkage=0.1


Tree=3015
num_leaves=31
num_cat=0
split_feature=480 0 43 15 479 481 1447 2 481 483 158 1456 480 1447 1447 1447 481 154 474 481 471 12 12 142 45 2 40 47 47 47
split_gain=1.88611e-05 5.22436e-05 9.85379e-05 4.9234e-05 2.72887e-05 2.10924e-05 9.4884e-05 7.13344e-05 6.90622e-05 2.53637e-05 4.61571e-05 4.33949e-05 5.09597e-05 4.09889e-05 7.65351e-05 5.75546e-05 5.42797e-05 2.92881e-05 4.79612e-05 4.14731e-05 2.93987e-05 2.43006e-05 9.7824e-05 5.20404e-05 3.91617e-05 8.85776e-05 3.81692e-05 2.92297e-05 0.000148338 8.35596e-05
threshold=0.10344000000000002 -0.079829999999999998 -0.072269999999999987 -0.0079099999999999986 0.088785000000000017 -0.087424999999999989 -0.085324999999999984 0.08708500000000001 -0.085894999999999985 -0.47356499999999996 0.13270500000000005 0.11510000000000002 0.094265000000000002 -0.086849999999999997 -0.085709999999999995 -0.084334999999999979 -0.078354999999999994 1.0000000180025095e-35 -0.45463999999999999 -0.050084999999999991 -0.086614999999999984 0.12757000000000002 0.14786000000000002 -0.057499999999999989 1.0000000180025095e-35 0.11548000000000001 -0.24290999999999999 0.092165000000000011 0.096475000000000019 0.088915000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 6 -1 -8 -7 -10 11 12 13 -11 -15 -16 -17 18 -18 -20 -21 23 -23 -22 27 -26 -24 29 -29 -25
right_child=1 2 -4 -5 -6 8 7 -9 9 10 -12 -13 -14 14 15 16 17 -19 19 20 21 22 26 24 25 -27 -28 28 -30 -31
leaf_value=-0.00023224188341936541 -2.0734412828460336e-05 0.00019315151934279131 -0.00010739202470328262 -0.00023996445055672667 0.00011226956071781883 0.00018701918132137509 0.00010995195581485999 -0.0001258132372943995 -0.00010894538219352918 0.00010608874904897271 0.0001424511539801682 0.00011789801891051954 -0.00016012159667297965 -0.00016579979590980139 0.00014300834674421431 -0.00015406979383323749 -0.00015131203771965202 0.00011018198829333415 0.00012146959436774655 0.00010929342364155066 0.00014948176938797469 -0.00021917816274799409 -7.2174087191259872e-05 1.4581122359704817e-06 -0.00024859140045009555 4.9028509674826634e-05 0.00010679539112830894 -0.00022331384193551327 -1.7415480458083336e-06 0.00017530837430967949
leaf_weight=21 21 20 24 20 22 20 33 21 21 36 23 31 20 28 28 23 21 24 28 24 23 25 22 2192 20 20 26 35 221 28
leaf_count=21 21 20 24 20 22 20 33 21 21 36 23 31 20 28 28 23 21 24 28 24 23 25 22 2192 20 20 26 35 221 28
internal_value=0 -4.64599e-05 2.92187e-05 -0.000127676 1.30076e-06 4.90768e-07 -5.18766e-05 1.82655e-05 1.82712e-06 5.58251e-07 1.35176e-06 2.2296e-07 -1.05971e-06 6.67861e-08 -1.30222e-06 3.66595e-07 -1.09533e-06 2.03461e-07 -7.79588e-07 4.07042e-07 -8.78903e-07 -1.89121e-06 -5.87754e-05 -2.55702e-07 -1.62453e-06 -9.97814e-05 2.47677e-05 -3.87924e-08 -3.20346e-05 3.65082e-06
internal_weight=0 85 44 41 3036 3014 75 54 2939 2919 2898 2875 2844 2824 2788 2760 2732 2709 2685 2664 2636 2612 73 2539 2516 40 48 2476 256 2220
internal_count=3121 85 44 41 3036 3014 75 54 2939 2919 2898 2875 2844 2824 2788 2760 2732 2709 2685 2664 2636 2612 73 2539 2516 40 48 2476 256 2220
is_linear=0
shrinkage=0.1


Tree=3016
num_leaves=31
num_cat=0
split_feature=33 9 16 129 13 3 3 1 15 3 3 402 42 2 3 2 1447 3 3 3 160 49 3 2 42 16 12 403 1209 0
split_gain=1.84312e-05 2.36674e-05 0.000112056 1.87967e-05 8.88628e-05 2.30612e-05 9.31328e-05 0.000316929 0.000274032 0.000240007 0.000199658 0.000116982 0.000131932 0.000111794 0.000563378 0.000218903 0.000128366 0.000105369 0.000167991 0.000161562 0.000282821 0.000124933 9.45963e-05 9.44795e-05 8.16792e-05 7.51741e-05 0.000198742 6.28971e-05 9.48235e-05 6.02347e-05
threshold=-0.044254999999999996 0.088235000000000022 -0.059624999999999991 -0.077709999999999987 -0.010094999999999998 -0.082594999999999988 -0.083344999999999989 0.090840000000000018 0.089595000000000022 -0.083654999999999993 -0.084074999999999997 0.11174500000000002 -0.082179999999999989 0.083715000000000026 -0.086224999999999982 0.083935000000000023 -0.085684999999999997 -0.085854999999999987 -0.086424999999999988 -0.087429999999999994 -1.0000000180025095e-35 0.11042000000000002 -0.085274999999999976 0.085345000000000018 -0.14803999999999998 -0.090764999999999985 0.086305000000000007 -0.5341999999999999 -0.083969999999999989 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 9 8 23 10 11 13 -13 14 25 -15 -17 18 19 21 -21 24 -19 -8 -18 26 -5 -7 -29 -30
right_child=1 2 -4 5 -6 27 7 -9 -10 -11 -12 12 -14 15 -16 16 17 22 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=9.1207296910314744e-05 9.8205266875170535e-05 4.0102333718450833e-05 -0.00023196478659883726 0.00012984894603418763 -0.00017000464809825645 -0.00013647642303516881 -8.9655021438375118e-05 -0.00023340668288126057 0.00050221778722268277 -0.00029600769272432304 0.00024300371329294044 1.7065700376406312e-05 -0.00032925587904835335 -0.00030363921274935516 0.00051147505985752037 0.00019014215648764678 -0.00013927185646025463 -0.00027363099870854058 0.00026327313951333059 -0.00036430757267695416 9.2939535776774088e-05 0.00018742381548807503 -4.6938823265630665e-05 0.00019093887696120269 1.2828987304469977e-05 5.1506767669817435e-05 -0.0002874473361298442 0.00015766879688372786 -3.1892033550215725e-06 -0.00011920929241371239
leaf_weight=22 21 41 24 21 30 36 20 21 22 26 36 22 22 24 26 35 38 24 25 31 24 39 79 30 498 132 25 36 1645 46
leaf_count=22 21 41 24 21 30 36 20 21 22 26 36 22 22 24 26 35 38 24 25 31 24 39 79 30 498 132 25 36 1645 46
internal_value=0 -6.47491e-07 -6.03532e-05 6.31637e-07 -5.95653e-05 1.66082e-06 1.22305e-05 0.000108412 0.000208109 4.29356e-06 1.13851e-05 3.55578e-06 -0.000156095 1.04359e-05 7.66563e-05 -6.0989e-06 2.9061e-06 -5.73936e-06 9.04561e-06 -1.04278e-06 -0.000164782 1.46192e-05 -9.97603e-05 7.87013e-05 2.04572e-06 1.31435e-05 -9.69425e-05 -5.6534e-06 -2.92634e-06 -6.34528e-06
internal_weight=0 3099 65 3034 51 2983 1220 93 72 1127 1101 1065 44 1021 204 817 793 758 655 630 55 575 103 50 536 178 46 1763 1727 1691
internal_count=3121 3099 65 3034 51 2983 1220 93 72 1127 1101 1065 44 1021 204 817 793 758 655 630 55 575 103 50 536 178 46 1763 1727 1691
is_linear=0
shrinkage=0.1


Tree=3017
num_leaves=31
num_cat=0
split_feature=130 39 124 132 1185 394 50 124 2 2 2 400 47 47 45 11 33 9 3 1 1 1 1453 14 1208 403 52 1 159 12
split_gain=1.94849e-05 3.24753e-05 2.55436e-05 1.88069e-05 0.000123804 4.53479e-05 4.11961e-05 2.79717e-05 2.03132e-05 3.13513e-05 3.08432e-05 3.47239e-05 2.02919e-05 3.29633e-05 2.31752e-05 0.000110827 3.75903e-05 2.5993e-05 5.43009e-05 2.23406e-05 0.000112434 6.59426e-05 5.81092e-05 6.45193e-05 5.6717e-05 0.000114542 5.50865e-05 0.000210451 8.9729e-05 9.63574e-05
threshold=-0.23123999999999997 0.15619500000000003 0.14970500000000003 -0.083174999999999985 -0.083264999999999992 0.013605000000000001 0.09227500000000001 0.08919500000000001 0.10559 0.097070000000000004 0.089320000000000024 -0.016164999999999995 0.13148500000000005 0.13855500000000001 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 -0.011549999999999998 0.080270000000000022 0.077845000000000011 0.083345000000000016 -1.0000000180025095e-35 0.080160000000000023 0.10233500000000001 -0.45015499999999992 0.084735000000000019 0.093700000000000019 0.10461500000000003 0.094435000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 8 12 9 10 11 -2 14 -14 15 -6 -17 19 -19 20 -18 -21 -23 24 25 -24 -27 -28 29 -29
right_child=1 -3 -4 4 7 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 16 17 18 -20 21 -22 22 23 -25 -26 26 27 28 -30 -31
leaf_value=9.1701995836996031e-05 2.9136291906055344e-05 -0.00012769578439474571 0.00010081458289641888 0.0002434010815618205 0.0002057594778866937 -0.0001686762871464626 -0.00012883841463243935 -0.00010160269901259906 7.5916123205388433e-05 -0.00012196118791921022 0.00011791744992868708 -9.6980056653538831e-05 0.00013964815793938382 -1.5210514279065787e-05 -0.00010276016665474427 -0.0001213553644797335 2.1693953226729508e-06 -1.4628672309505244e-05 0.00019363560658391743 -0.00013854845110472525 0.00019465991189785965 0.00011711434134566742 -0.00024560083190656518 0.00012346947246977139 0.00014611743969172018 -4.8940428841388374e-06 -0.00027770000064314496 -0.00011105381252351575 0.00018923313955383493 0.00011084156607280097
leaf_weight=23 61 20 25 21 26 21 27 27 32 22 21 34 27 28 22 26 1435 31 21 40 31 36 22 34 21 837 37 65 20 28
leaf_count=23 61 20 25 21 26 21 27 27 32 22 21 34 27 28 22 26 1435 31 21 40 31 36 22 34 21 837 37 65 20 28
internal_value=0 -6.80801e-07 1.44507e-07 -6.79846e-07 1.49659e-06 -2.89835e-05 -1.40924e-05 -3.08665e-07 4.13193e-06 -1.25137e-05 8.24361e-06 -1.60001e-05 6.72655e-07 6.0811e-05 -5.38036e-07 2.91811e-07 -1.69856e-06 -5.28103e-07 6.94781e-05 -1.925e-06 6.2398e-06 -1.24246e-05 -7.83833e-06 -1.2066e-05 -1.654e-05 -1.99254e-05 -1.48951e-05 -7.07011e-05 -2.92275e-06 -4.42466e-05
internal_weight=0 3098 3078 3053 2835 218 197 2814 170 138 116 95 2787 55 2732 2710 2684 2658 52 2606 1466 1140 1100 1064 1030 1009 987 150 113 93
internal_count=3121 3098 3078 3053 2835 218 197 2814 170 138 116 95 2787 55 2732 2710 2684 2658 52 2606 1466 1140 1100 1064 1030 1009 987 150 113 93
is_linear=0
shrinkage=0.1


Tree=3018
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 10 0 15 13 33 46 0 150 475 1 16 49 49 484 1374 150 16 3 447 1348 1365 13 13 133 52 52
split_gain=1.79179e-05 0.000510979 0.000275836 0.000115604 1.73203e-05 0.000117597 0.000117362 6.29838e-05 5.04601e-05 1.75e-05 6.8312e-05 2.34559e-05 5.98529e-05 7.6909e-05 0.000157541 0.000127915 0.00018146 5.27409e-05 5.17797e-05 5.02589e-05 7.71952e-05 6.85858e-05 3.41069e-05 6.31764e-05 3.03564e-05 2.75859e-05 9.67549e-05 0.000142512 6.65235e-05 0.000149485
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.011559999999999999 -0.10224499999999999 -0.10091499999999999 -0.07692499999999998 -1.0000000180025095e-35 0.10253500000000002 -0.26609999999999995 0.090480000000000019 -0.085684999999999997 0.087695000000000009 -0.010699999999999999 -0.068409999999999985 -0.087004999999999985 0.086135000000000017 0.091490000000000016 0.11386500000000001 -0.071854999999999988 -0.0063699999999999989 0.089635000000000006 0.086620000000000016 0.087370000000000017 -0.13710499999999998 -0.10278499999999999 -0.11828999999999999 0.11434500000000002 0.048770000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 -8 -6 10 -10 18 -13 14 -14 16 -15 -16 22 -17 21 -21 23 24 25 28 27 -27 29 -12
right_child=2 -3 4 -5 8 6 7 -9 9 -11 11 12 13 15 17 19 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.4489170073438701e-06 -0.00035482726429759997 0.00049661395185553593 -0.0002345201949841188 -0.00025011880541569558 0.00013578468985672642 0.00015238405534104016 2.8657270816219012e-05 -0.00017975843064928557 0.00017714895882156933 -7.9254149858132695e-05 -2.5766854886249011e-05 0.00019106687894756243 -0.00021928703067209833 2.4094810372911594e-05 0.00018332311308768114 -0.00010551973606625859 0.00042150780500378461 -4.1050679283216598e-05 -0.00013558603943614609 -3.2976978036458605e-06 -9.1035301235164158e-05 0.00025545460888506136 0.00012888443816336804 -0.00017493320835152798 0.000118978123022576 -4.0356504697618744e-05 -1.8208827366685983e-06 0.00031995479974126362 9.6506554636389727e-05 -0.00031571466535665208
leaf_weight=178 22 21 24 20 28 37 29 29 22 27 116 21 36 27 20 34 20 22 29 20 26 21 20 21 21 21 2136 23 29 21
leaf_count=178 22 21 24 20 28 37 29 29 22 27 116 21 36 27 20 34 20 22 29 20 26 21 20 21 21 21 2136 23 29 21
internal_value=0 2.75818e-05 -2.08148e-06 -2.2164e-05 6.13107e-07 -3.67412e-05 1.3224e-05 -7.55506e-05 2.22309e-06 8.54733e-07 1.65405e-06 2.15563e-07 2.95795e-05 1.4574e-05 -6.57819e-05 5.69238e-05 0.000193207 6.5794e-05 -2.76059e-06 -6.49501e-06 4.37563e-05 0.000129234 -1.16095e-06 -2.25011e-06 -7.18067e-07 -1.78952e-06 1.20278e-06 0.000147988 -4.1086e-05 -7.02114e-05
internal_weight=0 219 2902 198 2880 119 95 58 2761 2733 2706 2684 247 226 78 148 47 42 2437 101 67 41 2408 2388 2367 2346 2180 44 166 137
internal_count=3121 219 2902 198 2880 119 95 58 2761 2733 2706 2684 247 226 78 148 47 42 2437 101 67 41 2408 2388 2367 2346 2180 44 166 137
is_linear=0
shrinkage=0.1


Tree=3019
num_leaves=31
num_cat=0
split_feature=132 1185 1203 40 130 12 0 12 42 1456 153 403 12 42 403 133 158 481 1452 1456 158 480 33 9 13 13 16 4 1 16
split_gain=1.81577e-05 0.000134793 7.26491e-05 1.77986e-05 5.53675e-05 5.20356e-05 6.91927e-05 2.50445e-05 6.97103e-05 3.22796e-05 3.66155e-05 2.37606e-05 0.00013767 7.59464e-05 5.62016e-05 1.97997e-05 2.04874e-05 9.86736e-05 6.91433e-05 0.000100136 5.14573e-05 3.27028e-05 2.75005e-05 3.86111e-05 2.96568e-05 0.000142234 0.000118294 3.19192e-05 2.91439e-05 0.000106123
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.24620999999999996 -0.22699999999999995 0.13043000000000002 -0.040504999999999992 0.11586 0.10369500000000002 0.11510000000000002 1.0000000180025095e-35 -0.53960999999999981 0.092355000000000007 0.090835000000000013 -0.52800499999999995 -0.51151499999999983 0.10380000000000002 -0.085749999999999979 0.086765000000000023 -0.074164999999999995 0.10188000000000001 -0.080264999999999989 -0.044254999999999996 0.091905000000000014 -0.41572999999999993 -0.17933499999999997 -0.083134999999999987 -0.15289999999999995 0.13756000000000004 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 7 -7 9 -9 10 11 12 13 -6 -13 -16 20 -18 19 -19 21 -17 -23 24 27 26 -26 -24 -27 -30
right_child=1 3 -4 4 5 6 -8 8 -10 -11 -12 14 -14 -15 15 16 17 18 -20 -21 -22 22 23 -25 25 28 -28 -29 29 -31
leaf_value=-6.2768587444085056e-06 0.00025454370465706147 9.4276560021171475e-05 -0.00018129882847898882 -0.00015841860004002229 7.1647243312327196e-05 0.00024018961765770138 -3.8625663364655343e-06 3.151601736640765e-05 -0.00021480449727391714 9.0646813623607167e-05 -0.00012946738876383858 -0.00012739167543518955 0.00020434196592438692 -0.00020063593623317069 6.9122513537522314e-05 0.00010741377378248477 -0.00023758436201162461 0.00020289021800272167 -0.00016788626969421538 -2.254630901828228e-05 0.00015364035723244095 0.00011544592736754567 0.00016710113908629867 -0.0001065539981105498 -0.00036096127114433331 -1.2269049570117019e-06 -2.8427245105495275e-05 2.3624355241696796e-05 0.0002282893472511205 -6.0713151362034736e-05
leaf_weight=195 21 20 27 22 20 21 26 27 20 39 22 35 34 21 41 28 21 25 22 93 22 20 20 35 20 2081 23 69 24 27
leaf_count=195 21 20 27 22 20 21 26 27 20 39 22 35 34 21 41 28 21 25 22 93 22 20 20 35 20 2081 23 69 24 27
internal_value=0 2.11074e-06 -2.75633e-05 2.68807e-07 -3.8905e-07 8.36849e-07 0.000105182 -9.21567e-07 -7.33012e-05 3.19076e-07 -9.8421e-07 7.01097e-08 5.55629e-05 -6.78149e-05 -1.52696e-06 1.86486e-07 -9.30659e-07 -3.54492e-05 -5.12892e-06 2.52157e-05 1.41526e-06 -1.16466e-08 -1.30872e-06 -2.32442e-06 -7.13096e-07 -3.0283e-06 -0.000183094 5.58663e-05 6.03424e-07 7.5288e-05
internal_weight=0 2899 222 2878 2858 2836 47 2789 47 2742 2703 2681 75 41 2606 2571 2530 161 140 118 2369 2347 2319 2299 2264 2175 43 89 2132 51
internal_count=3121 2899 222 2878 2858 2836 47 2789 47 2742 2703 2681 75 41 2606 2571 2530 161 140 118 2369 2347 2319 2299 2264 2175 43 89 2132 51
is_linear=0
shrinkage=0.1


Tree=3020
num_leaves=31
num_cat=0
split_feature=130 1 132 50 1185 1203 1427 1420 155 374 475 157 1371 15 151 1427 474 4 16 475 1428 1429 16 1429 156 471 152 376 475 31
split_gain=2.03871e-05 3.26318e-05 1.99793e-05 0.00049667 0.000257601 0.000120276 1.93274e-05 3.6162e-05 7.97408e-05 1.7817e-05 2.06797e-05 0.00014425 9.31137e-05 0.000186296 5.83873e-05 3.65084e-05 2.89433e-05 2.67612e-05 3.22403e-05 2.62767e-05 2.41081e-05 4.5454e-05 9.25733e-05 4.26145e-05 3.44985e-05 9.48317e-05 3.66692e-05 3.4597e-05 2.7587e-05 2.36983e-05
threshold=-0.23123999999999997 0.16540500000000002 -0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.094380000000000006 0.056520000000000008 0.14547000000000002 0.092550000000000007 -0.085774999999999976 -0.086244999999999988 0.083235000000000017 -0.045854999999999993 -0.085134999999999975 0.088240000000000013 0.085515000000000022 -0.012509999999999999 0.41553500000000004 -0.085024999999999989 0.090025000000000008 -0.069929999999999978 -0.018494999999999998 -0.011139999999999999 -0.065739999999999979 0.089900000000000022 0.083250000000000018 -0.18919999999999998 -0.084049999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 7 8 9 10 11 -6 15 -14 -13 19 17 18 -16 -12 21 22 -21 -23 25 -25 27 -26 -29 -30
right_child=1 -3 4 -5 6 -7 -8 -9 -10 -11 12 14 13 -15 16 -17 -18 -19 -20 20 -22 23 -24 24 26 -27 -28 28 29 -31
leaf_value=9.380107577548504e-05 7.558308501839665e-06 -0.00011015202380130413 -0.00034281779477499764 0.00050429116231498483 -0.00026782441494541001 -0.00025123053552306374 7.9221045539710653e-05 -0.00013415927212918178 0.00019041788985883944 9.1036424730970935e-05 -9.5151969999905902e-05 0.00014889128034828111 -6.6514463313589134e-05 0.00034988933607978242 -0.00020459728239075048 -0.00010799925939863897 6.625630558119156e-05 8.9664079716326782e-06 -2.5041529661393724e-05 -8.5166167336865329e-05 -0.0001061041858823349 -0.00012793942385962089 0.00018063085716628273 -6.6480087874272922e-05 0.00012806802447552659 0.00020224621370101069 -0.00011912606289395346 8.5974259132449846e-05 -6.2241820558028849e-05 -5.0758609113152713e-07
leaf_weight=23 176 27 22 20 23 20 31 20 22 21 29 23 21 22 20 32 24 31 20 20 21 26 38 24 21 29 26 36 64 2189
leaf_count=23 176 27 22 20 23 20 31 20 22 21 29 23 21 22 20 32 24 31 20 20 21 26 38 24 21 29 26 36 64 2189
internal_value=0 -6.96401e-07 2.65925e-07 2.95902e-05 -1.95265e-06 -1.88487e-05 6.94378e-07 -1.74404e-07 7.88823e-07 -7.22713e-07 -1.42623e-06 -3.87243e-05 5.98027e-07 0.000146529 5.93079e-06 -1.85796e-06 -2.86807e-05 -6.07721e-05 -0.000114819 -5.11736e-07 5.88731e-07 1.49474e-06 8.89767e-05 -6.0628e-07 7.79514e-07 8.05588e-05 -1.03055e-06 2.98666e-07 -8.7353e-07 -2.26124e-06
internal_weight=0 3098 3071 216 2855 196 2833 2802 2782 2760 2739 141 2598 43 118 2555 95 71 40 2523 2494 2473 58 2415 2389 53 2336 2310 2289 2253
internal_count=3121 3098 3071 216 2855 196 2833 2802 2782 2760 2739 141 2598 43 118 2555 95 71 40 2523 2494 2473 58 2415 2389 53 2336 2310 2289 2253
is_linear=0
shrinkage=0.1


Tree=3021
num_leaves=31
num_cat=0
split_feature=132 1185 1203 448 0 154 474 156 156 48 48 14 159 0 151 150 157 157 475 151 1 15 160 13 97 34 0 9 130 455
split_gain=1.7967e-05 0.000144398 4.40562e-05 1.71301e-05 7.24499e-05 2.92363e-05 3.88647e-05 2.59072e-05 2.35696e-05 3.14702e-05 3.9926e-05 3.58841e-05 3.65115e-05 2.9084e-05 3.88971e-05 2.48524e-05 6.2906e-05 0.000130117 8.77694e-05 6.04128e-05 0.000156962 0.000110326 7.93353e-05 6.34449e-05 4.92629e-05 8.97369e-05 0.000145415 6.64457e-05 4.36365e-05 4.0534e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.068920000000000023 -0.26609999999999995 1.0000000180025095e-35 -0.45463999999999999 0.32232500000000003 0.12734000000000004 -0.089814999999999992 -0.22597999999999999 0.097065000000000012 0.24213000000000004 -0.23051499999999997 -0.0038099999999999996 0.085395000000000013 -0.087319999999999995 -0.086284999999999987 -0.08230999999999998 -0.0038099999999999996 0.088975000000000012 -0.087894999999999987 0.084770000000000026 -0.095539999999999986 -0.084639999999999979 -0.057544999999999992 -0.07384499999999998 0.091905000000000014 -0.23123999999999997 0.090605000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 -6 8 9 10 -8 12 13 14 -11 24 -17 -18 -19 22 -21 -22 23 -20 -15 26 -26 28 -27 -25
right_child=1 3 -4 -5 5 -7 7 -9 -10 11 -12 -13 -14 15 -16 16 17 18 19 20 21 -23 -24 29 25 27 -28 -29 -30 -31
leaf_value=-1.084175073535731e-05 0.00026337111069421685 0.00018160991067526827 -0.00014713699639725276 -9.2032202574046109e-05 -0.00013714400147797452 9.763178349354954e-05 -2.4146311956097966e-05 0.00010749628788537601 -8.0729272461187962e-05 -0.00015136557378961395 0.00015450344804337186 -0.00012904782329728318 0.00013379852498474065 -0.00014626720682523836 5.9644119932217471e-06 0.00019820449757389723 -0.00021881647140121045 0.00019843671907437965 0.00011581453376819785 -0.00028473914174934512 0.0002030184533478777 -9.8659953881805349e-05 0.00018104925756883211 -8.3743926746646438e-05 0.00032224376164694234 0.00014411200016184011 -2.7078944983189177e-05 -0.00013806382759522985 -4.2862978075775301e-06 6.8189590878318991e-05
leaf_weight=195 21 22 27 20 21 30 22 22 37 30 29 22 20 24 33 20 22 29 39 22 22 27 35 59 22 20 26 37 2141 25
leaf_count=195 21 22 27 20 21 30 22 22 37 30 29 22 20 24 33 20 22 29 39 22 22 27 35 59 22 20 26 37 2141 25
internal_value=0 2.09964e-06 -2.74182e-05 1.93213e-07 8.38597e-07 -5.63719e-07 -1.61356e-06 -5.91611e-07 -1.45225e-06 -3.76219e-07 7.74388e-05 -1.8598e-06 -8.05089e-07 -1.82752e-06 -6.89546e-05 -1.81996e-07 2.68682e-05 1.46299e-05 3.45362e-05 1.37802e-05 -6.28405e-05 3.67875e-05 4.8211e-05 1.04115e-05 -3.75691e-06 -2.23409e-06 0.000133027 -5.18794e-06 -2.91288e-06 -3.85256e-05
internal_weight=0 2899 222 2878 2858 2836 2806 2785 2763 2726 51 2675 2653 2633 63 2570 300 280 258 229 71 49 158 123 2270 2246 48 2198 2161 84
internal_count=3121 2899 222 2878 2858 2836 2806 2785 2763 2726 51 2675 2653 2633 63 2570 300 280 258 229 71 49 158 123 2270 2246 48 2198 2161 84
is_linear=0
shrinkage=0.1


Tree=3022
num_leaves=31
num_cat=0
split_feature=1429 156 1425 471 132 1203 1185 50 1428 124 133 16 16 1 34 34 9 8 15 12 12 45 2 13 13 16 474 1427 147 48
split_gain=1.77783e-05 4.65861e-05 4.30711e-05 2.55662e-05 1.77594e-05 0.000523037 0.000242797 0.000132938 1.85862e-05 1.73858e-05 4.18795e-05 4.40766e-05 9.49788e-05 4.44191e-05 2.91246e-05 0.000126493 5.16615e-05 0.000102109 4.4521e-05 2.58576e-05 0.00010771 6.65878e-05 4.33085e-05 3.53513e-05 6.38799e-05 4.95007e-05 3.52865e-05 6.39456e-05 3.52356e-05 0.000176944
threshold=0.12521000000000002 0.3248100000000001 0.095135000000000011 -0.071899999999999978 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.095640000000000017 -0.084644999999999984 0.088115000000000013 -0.43320999999999993 -0.090764999999999985 0.10325000000000002 -0.083689999999999987 -0.057544999999999992 0.091905000000000014 0.091215000000000004 -0.087679999999999994 -0.010834999999999999 -0.042789999999999988 0.084355000000000013 -1.0000000180025095e-35 -0.11122999999999998 -0.081224999999999978 -0.27167499999999994 0.10970500000000001 0.089335000000000012 0.093875000000000014 -0.072824999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -6 -5 9 10 11 -8 -13 -14 18 -16 19 -18 -11 20 23 22 -21 25 -25 -17 27 28 -24 -30
right_child=-2 -3 -4 4 6 -7 8 -9 -10 14 -12 12 13 -15 15 16 17 -19 -20 21 -22 -23 26 24 -26 -27 -28 -29 29 -31
leaf_value=-0.000110684052543504 9.3979783173381293e-05 -0.00014904343018618723 0.00012386728922137992 2.2867487845442983e-06 -0.00033300719865523703 0.00047860054620959213 -9.9553298397430409e-05 -0.0002697839273423597 9.6562849757901863e-05 1.8769127127598039e-05 0.00016055325858443131 0.00022546453414675358 6.6282541054017602e-05 -8.8670070879350135e-05 0.00023272469027332314 -5.6079408893440682e-05 -0.00027713892155588836 2.8801798619800442e-05 -0.00019223090304876678 0.00013366008376275811 -0.00022124241815483267 0.00014758467422648064 5.2425516731818708e-07 -0.00018608465584491016 -7.2165988142645352e-07 0.0001427666409947579 -9.4472615892300389e-05 0.00017396613308976936 -0.00027810131141450258 0.00010589473091992357
leaf_weight=21 20 21 28 176 22 23 28 20 20 20 22 22 37 37 23 21 20 24 20 24 27 31 2154 23 97 31 40 21 24 24
leaf_count=21 20 21 28 176 22 23 28 20 20 20 22 22 37 37 23 21 20 24 20 24 27 31 2154 23 97 31 40 21 24 24
internal_value=0 -6.06124e-07 4.05948e-07 -7.26725e-07 3.51045e-08 2.74639e-05 -2.10107e-06 -2.54756e-05 5.08229e-07 -1.85306e-07 3.34011e-05 1.08418e-05 4.30404e-05 -1.11938e-05 -2.05406e-06 -7.43275e-07 -2.84002e-06 -0.000110262 -8.67309e-05 -9.6216e-07 -3.55547e-05 2.00761e-06 3.43305e-08 -6.4061e-06 -3.62496e-05 6.24634e-05 -1.38282e-06 2.92207e-07 -1.36408e-06 -8.61033e-05
internal_weight=0 3101 3080 3052 3031 219 2812 196 2790 2770 146 124 96 74 2624 2584 2561 44 40 2517 199 2318 2287 172 120 52 2263 2223 2202 48
internal_count=3121 3101 3080 3052 3031 219 2812 196 2790 2770 146 124 96 74 2624 2584 2561 44 40 2517 199 2318 2287 172 120 52 2263 2223 2202 48
is_linear=0
shrinkage=0.1


Tree=3023
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 130 10 1 0 9 9 1 45 16 0 0 4 0 129 159 133 2 43 49 42 1 133 49 2 1 2
split_gain=1.78311e-05 0.000152207 6.34414e-05 1.66207e-05 4.90735e-05 1.96387e-05 9.6662e-05 7.757e-05 5.69071e-05 4.28928e-05 3.35688e-05 2.40149e-05 2.04049e-05 6.02805e-05 0.000258461 0.00016635 6.45537e-05 5.05723e-05 4.78699e-05 5.07948e-05 7.57989e-05 9.61585e-05 8.48647e-05 8.15031e-05 8.81541e-05 4.44836e-05 4.15896e-05 3.88054e-05 0.000127321 8.8179e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.23631000000000002 -0.22461999999999996 -0.011559999999999999 0.093400000000000025 -0.094299999999999981 0.08925000000000001 0.10629500000000001 0.13842500000000005 0.094030000000000016 -0.14158499999999996 -0.09595999999999999 -0.093039999999999984 -0.0060199999999999993 -0.089269999999999988 -0.082959999999999992 0.097495000000000012 -0.085499999999999979 0.121465 -0.080884999999999985 -0.046019999999999998 0.08511500000000001 0.10612500000000001 0.086695000000000008 -0.054319999999999993 0.079055000000000014 0.085760000000000017 0.081685000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 -6 -8 11 -10 -9 12 13 15 -15 -7 -16 -14 19 -17 21 26 -23 24 -24 -18 -21 28 -19 -29
right_child=1 3 -4 -5 5 8 7 10 9 -11 -12 -13 17 14 16 18 25 27 -20 20 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-7.4224415491185856e-06 0.00027033471616007211 0.00013499350310734441 -0.00017097734967979638 -8.4533459986509439e-05 -0.00023481431278577519 -0.00029363661626121031 0.00014478526955591169 -3.092497747668342e-06 0.00021303424814091574 1.0690148601497641e-05 -0.00016138910376910297 -8.1754808019872545e-05 0.00016266241829725916 0.00035649873953800474 -0.00016913453509914689 -0.00015256440321646746 -3.9136984765797898e-05 -0.00019501054503519137 0.00010534655980686344 -6.7882834991905844e-06 -0.00014060517557481944 -8.1738338084160842e-05 7.2089663885752532e-05 -5.0525355601123358e-05 0.00032103752758121123 8.8660280192319387e-05 -0.00020396143410597806 0.00019659239845350388 -6.8713071666514036e-06 7.3786654463539136e-06
leaf_weight=195 21 27 27 23 21 25 27 37 22 20 21 36 20 21 24 33 69 39 26 20 40 29 33 21 25 45 23 25 463 1663
leaf_count=195 21 27 27 23 21 25 27 37 22 20 21 36 20 21 24 33 69 39 26 20 40 29 33 21 25 45 23 25 463 1663
internal_value=0 2.09168e-06 -2.73143e-05 1.34378e-07 8.16466e-07 -4.64573e-07 -4.26933e-05 4.77187e-06 1.1799e-06 0.00011668 -6.04068e-05 -6.30178e-07 4.74393e-07 -1.93494e-05 2.96636e-05 -4.76879e-05 -2.00722e-05 4.3674e-06 -2.3093e-05 -3.80012e-05 -1.82075e-05 1.42157e-05 6.4569e-05 0.000118277 0.000179395 1.13093e-05 -0.000112253 2.92178e-06 -2.14877e-05 1.0181e-05
internal_weight=0 2899 222 2878 2855 2828 106 85 2722 42 58 2680 2644 434 159 275 138 2210 250 224 191 151 108 79 58 114 43 2190 502 1688
internal_count=3121 2899 222 2878 2855 2828 106 85 2722 42 58 2680 2644 434 159 275 138 2210 250 224 191 151 108 79 58 114 43 2190 502 1688
is_linear=0
shrinkage=0.1


Tree=3024
num_leaves=31
num_cat=0
split_feature=130 10 3 40 40 40 123 105 34 97 9 0 2 1 1 12 1 1 12 1374 1210 474 475 158 42 42 2 481 484 4
split_gain=2.07559e-05 5.0439e-05 5.45001e-05 2.97502e-05 3.11925e-05 4.16891e-05 3.7558e-05 2.72178e-05 3.46305e-05 0.000199344 5.09584e-05 0.000117522 3.95567e-05 2.22398e-05 0.000333727 0.000706617 0.000290062 0.000115416 0.000190886 9.74541e-05 6.95246e-05 6.57237e-05 8.85651e-05 4.64147e-05 5.20818e-05 0.000166742 0.000631834 0.000285661 0.000243201 8.19154e-05
threshold=-0.23647499999999996 -0.38124499999999995 -0.0063699999999999989 -0.24134999999999998 -0.085734999999999992 -0.08440499999999998 0.084180000000000019 1.0000000180025095e-35 -0.057544999999999992 -0.079444999999999988 0.091905000000000014 1.0000000180025095e-35 -0.080614999999999978 0.094090000000000021 0.09253500000000002 0.090995000000000006 0.091785000000000019 0.096255000000000021 0.095175000000000023 -1.0000000180025095e-35 -0.42132499999999995 -0.08539999999999999 -0.26539999999999991 0.13769500000000004 0.089015000000000025 0.090395000000000017 0.091545000000000015 -0.086219999999999977 -0.084899999999999989 -0.072334999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 -5 8 9 -7 12 -12 -10 14 16 -16 20 18 -15 -19 -14 22 -21 24 -22 26 -26 -27 -29 -30
right_child=1 3 -4 4 5 7 -8 -9 10 -11 11 -13 13 17 15 -17 -18 19 -20 21 23 -23 -24 -25 25 27 -28 28 29 -31
leaf_value=-0.00010154525189136621 0.00022897564885170142 -0.00011943649140968254 -1.6809015678951429e-06 0.00016504525160416963 -0.00014182680987730799 -7.8894226802570791e-05 3.5840991425656662e-06 -0.00011669315732433461 0.00011872819543766259 0.000297523766816236 -0.0002633876862605773 6.806059116570395e-05 0.00017915578924161807 -0.00031515885457338304 0.00070361901570798922 -3.4156668548616034e-05 -0.00032172921668721497 0.0002134449389996007 4.588171604053868e-05 -3.5097882833464874e-05 -7.3317374924634216e-06 -1.934713765816163e-05 0.0002553289434477587 -0.00015116576374566649 -3.8807413814841615e-06 -0.00036430785825359636 0.00063344086927480977 0.0003461581113945365 6.2248949025918904e-05 -3.4942359780628926e-05
leaf_weight=20 20 21 21 25 21 34 34 20 28 24 23 20 22 32 21 34 28 20 27 21 1488 591 21 20 60 20 21 22 144 218
leaf_count=20 20 21 21 25 21 34 34 20 28 24 23 20 22 32 21 34 28 20 27 21 1488 591 21 20 60 20 21 22 144 218
internal_value=0 6.54908e-07 0.000110834 -8.21354e-07 -1.70388e-09 -1.42724e-06 7.19998e-05 -4.30823e-07 3.60346e-07 7.68649e-05 -1.17984e-06 -0.000109226 4.57222e-07 -7.21279e-07 4.46134e-06 0.00024754 -2.08261e-06 -1.59925e-05 -0.000149937 -3.89036e-06 2.35912e-06 -1.07572e-05 0.000110116 4.07531e-07 1.94401e-06 3.04024e-05 0.000161351 4.14786e-06 2.33383e-05 3.71938e-06
internal_weight=0 3101 41 3060 3039 2980 59 2959 2939 58 2881 43 2838 2810 2098 55 2043 712 59 653 2015 633 42 1993 1973 485 81 404 384 362
internal_count=3121 3101 41 3060 3039 2980 59 2959 2939 58 2881 43 2838 2810 2098 55 2043 712 59 653 2015 633 42 1993 1973 485 81 404 384 362
is_linear=0
shrinkage=0.1


Tree=3025
num_leaves=31
num_cat=0
split_feature=40 130 121 132 1186 132 15 4 0 16 399 1204 2 33 9 2 15 16 4 160 45 12 3 3 3 12 15 1 15 1
split_gain=1.96648e-05 6.09537e-05 4.17404e-05 2.05104e-05 0.000475315 0.0002317 4.91136e-05 6.47901e-05 1.84114e-05 3.07882e-05 3.26395e-05 3.28078e-05 1.86995e-05 1.77222e-05 2.68968e-05 4.37805e-05 1.89184e-05 1.92367e-05 8.89657e-05 4.8264e-05 3.47663e-05 3.3109e-05 4.30637e-05 5.29259e-05 4.91069e-05 4.72741e-05 5.86632e-05 5.73277e-05 8.77767e-05 5.53612e-05
threshold=-0.24620999999999996 -0.22699999999999995 -0.081149999999999986 -0.083284999999999984 0.0044650000000000011 -0.076764999999999986 0.084905000000000022 -0.069999999999999993 -0.073309999999999986 -0.046599999999999996 0.090005000000000016 -1.0000000180025095e-35 0.089005000000000015 -0.009184999999999997 0.088235000000000022 -0.15339499999999998 0.23208000000000004 -0.18708499999999997 0.018150000000000003 0.10493500000000001 0.094030000000000016 -0.097494999999999984 -0.080884999999999985 -0.076234999999999983 -0.14186499999999996 0.087005000000000013 -0.040804999999999994 0.10612500000000001 -0.17952999999999997 0.13756000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -5 8 -8 9 10 11 -4 -13 -7 16 -16 17 18 -15 21 -19 -20 24 -24 -23 26 27 -25 29 -29
right_child=1 2 3 5 -6 13 7 -9 -10 -11 -12 12 -14 14 15 -17 -18 20 19 -21 -22 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=9.8840163882414348e-05 -0.00016649782284565103 0.00011792696375778177 0.00010367330845231966 -0.00033381851216767074 0.00046972590387833247 -7.6862902011877554e-05 -0.0002111023785632656 1.471213624123872e-05 -7.090996659826487e-05 0.00012143500161283345 -0.00011490348828374409 -9.0377984768407342e-05 4.1833725990727547e-05 -0.00022274235629343559 -4.3618296217573517e-06 0.00017889100920662963 9.5926352478272755e-05 3.0460131427230881e-06 8.1229907768179803e-05 -0.00016170194787264337 -0.00010713230901807227 -2.9711781881248827e-05 -0.0001883220405116762 -0.00014352921133104247 0.00010774463559809032 0.00010053856011609242 -0.00016754562403225611 -0.00011480101260103232 0.00021150196393136868 7.699792157062028e-05
leaf_weight=20 22 30 33 21 22 30 27 24 24 26 20 23 20 21 32 22 20 2304 42 20 29 53 22 25 51 26 31 34 20 27
leaf_count=20 22 30 33 21 22 30 27 24 24 26 20 23 20 21 32 22 20 2304 42 20 29 53 22 25 51 26 31 34 20 27
internal_value=0 -6.37469e-07 5.47633e-07 -6.07297e-07 2.88762e-05 -2.88889e-06 -2.03557e-05 -0.000104837 9.1548e-06 2.49052e-05 -1.23823e-06 2.86737e-05 -2.88842e-05 -4.14866e-07 4.1041e-07 7.02967e-05 -9.74493e-07 -1.69095e-06 -2.28097e-05 -1.08479e-05 1.67646e-06 -1.73284e-06 -1.37897e-05 -4.27323e-05 3.76947e-05 -2.30822e-05 -4.6543e-05 -1.11555e-05 2.97006e-05 -2.99064e-05
internal_weight=0 3101 3079 3049 219 2830 197 51 146 122 96 76 43 2809 2779 54 2725 2705 372 351 2333 331 289 185 104 163 137 106 81 61
internal_count=3121 3101 3079 3049 219 2830 197 51 146 122 96 76 43 2809 2779 54 2725 2705 372 351 2333 331 289 185 104 163 137 106 81 61
is_linear=0
shrinkage=0.1


Tree=3026
num_leaves=31
num_cat=0
split_feature=129 42 394 132 43 130 40 1184 403 2 1209 1210 1210 1212 1212 1212 1 16 4 129 15 52 0 1210 160 1372 151 52 457 457
split_gain=1.94481e-05 0.000105525 2.26317e-05 0.000311193 0.0005565 1.99601e-05 3.34526e-05 2.18536e-05 1.99135e-05 0.00010805 5.49104e-05 2.31378e-05 3.10374e-05 2.69338e-05 0.000142101 8.09128e-05 7.41565e-05 8.87768e-05 5.83366e-05 7.52036e-05 6.75796e-05 7.70122e-05 2.6362e-05 2.54917e-05 2.4973e-05 0.000109863 9.09005e-05 6.27779e-05 4.94498e-05 5.08235e-05
threshold=-0.077709999999999987 -0.015274999999999999 0.0041850000000000004 -0.083284999999999984 -0.010344999999999998 -0.22699999999999995 -0.23755499999999996 0.089075000000000015 -0.5492149999999999 0.083715000000000026 -0.097919999999999993 -0.13847499999999999 -0.090569999999999998 0.087505000000000013 0.08815000000000002 0.086920000000000011 0.091615000000000016 -0.024819999999999998 -0.064054999999999987 0.080675000000000011 0.085315000000000016 0.096795000000000006 -0.080689999999999984 -0.07983999999999998 -0.085764999999999994 -0.065504999999999994 -0.19763499999999998 -0.085984999999999992 -0.14786499999999997 -0.08798499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -2 -7 8 9 -8 -10 -12 -13 15 -15 23 17 18 19 20 -16 22 -22 -14 26 -26 -25 -28 -27 -30
right_child=2 -3 3 4 -6 6 7 -9 10 -11 11 12 13 14 16 -17 -18 -19 -20 -21 21 -23 -24 24 25 28 27 -29 29 -31
leaf_value=-0.00023424216328532481 -9.9822130141546961e-05 5.4247946468422019e-05 0.00035731370216640439 -0.00047079712024978589 0.00023409635529484754 0.00011560286490384898 0.00024236092183855366 9.8733124402563342e-05 -0.00016352611848907103 -5.3934206107442151e-05 7.8432860856183766e-05 -0.00012637827017897507 8.4663090334894756e-05 0.00026719146982308621 0.00024810564521301006 -0.00019525971213376828 0.00015675666769051792 -0.00016374185119382353 -0.00012033696920507982 -8.9564146201742158e-05 3.5982401043708837e-05 0.00020295037483308642 -0.00011433734525780893 0.00022492670068459121 -0.00021304738575753828 0.00012826404078320291 -0.00013273106609024883 1.656962638326545e-05 -0.00013502167529358918 -5.9520353119941124e-06
leaf_weight=21 20 32 23 21 24 25 20 22 21 32 36 20 33 23 21 22 28 34 26 31 28 21 20 20 26 27 30 460 31 1923
leaf_count=21 20 32 23 21 24 25 20 22 21 32 36 20 33 23 21 22 28 34 26 31 28 21 20 20 26 27 30 460 31 1923
internal_value=0 -6.00595e-05 1.03753e-06 5.80851e-05 -9.48539e-05 -2.55545e-07 4.12687e-07 -5.61849e-07 -1.30665e-06 6.00255e-05 -2.41365e-06 -1.23065e-06 -2.24619e-06 -1.3608e-06 3.12718e-05 -4.30433e-06 5.30933e-06 -1.8119e-05 1.55625e-05 4.4764e-05 9.10326e-05 4.32278e-05 -2.66508e-05 -2.65687e-06 -3.80171e-06 -8.82289e-06 1.59581e-05 7.42877e-06 -6.14251e-06 -7.99971e-06
internal_weight=0 53 3068 68 45 3000 2980 2955 2933 52 2881 2860 2824 2804 232 2572 209 181 147 121 90 69 48 2550 2517 2007 510 490 1981 1954
internal_count=3121 53 3068 68 45 3000 2980 2955 2933 52 2881 2860 2824 2804 232 2572 209 181 147 121 90 69 48 2550 2517 2007 510 490 1981 1954
is_linear=0
shrinkage=0.1


Tree=3027
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 121 154 157 1429 16 156 1456 52 159 447 2 2 2 160 474 447 1428 3 2 15 4 0 16 50 1 1
split_gain=1.91379e-05 0.000134587 6.06219e-05 1.84877e-05 2.80534e-05 2.71125e-05 4.65321e-05 4.72191e-05 3.3308e-05 4.06341e-05 2.21088e-05 6.3607e-05 3.06794e-05 2.09045e-05 2.13266e-05 0.000159348 0.000124143 7.64437e-05 4.89599e-05 4.84332e-05 4.97064e-05 3.68222e-05 0.000125866 8.00287e-05 7.24874e-05 6.06582e-05 5.95236e-05 5.03409e-05 6.49516e-05 0.000104928
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23123999999999997 -0.094339999999999993 0.084190000000000001 0.63604500000000008 0.11475 0.63636000000000015 0.16414500000000004 0.11027500000000001 -0.034054999999999995 0.14765500000000001 0.097325000000000009 0.10584500000000001 0.10699500000000002 0.10444500000000002 0.10455000000000002 0.096435000000000007 0.089595000000000022 0.092095000000000024 -0.063814999999999997 0.11548000000000001 -1.0000000180025095e-35 -0.064054999999999987 -0.067624999999999977 -0.5335399999999999 0.091320000000000012 0.10797500000000002 0.097290000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 7 8 9 10 12 -12 13 14 16 -16 19 18 21 20 -6 22 24 -24 -17 -26 -23 28 29 -28
right_child=1 3 -4 4 5 -7 -8 -9 -10 -11 11 -13 -14 -15 15 17 -18 -19 -20 -21 -22 26 23 -25 25 -27 27 -29 -30 -31
leaf_value=-8.4449125312961228e-06 0.00025440672609312019 8.9623096771348454e-05 -0.00016584738056865588 -0.00011554719427035058 1.298110473036417e-06 0.00010210791932387599 -0.00015246883500367404 0.00011439459873751428 -9.6436302495324833e-05 0.00013895150456976678 3.7129675313605861e-05 -0.00018472538887787476 9.9474762862794924e-05 -0.00010243956545309629 -0.00023760911438242354 0.0002159612558898516 0.00018390878474172881 -0.0001647078984076091 0.00011915324887792981 0.00013206786235449338 -0.00014985383816317401 -0.00011960157696080388 -5.9492176497326749e-05 -0.00026509265733329817 0.0001035423454318927 -0.00013457988868140092 4.97186108196215e-05 -5.7905192655501505e-05 1.5629329799825184e-05 0.00031524582511999394
leaf_weight=194 21 23 28 21 1964 26 20 36 36 21 28 24 31 20 31 22 38 28 35 28 22 28 78 25 23 20 46 48 134 22
leaf_count=194 21 23 28 21 1964 26 20 36 36 21 28 24 31 20 31 22 38 28 35 28 22 28 78 25 23 20 46 48 134 22
internal_value=0 2.16697e-06 -2.82975e-05 3.26447e-07 -3.9293e-07 4.60365e-07 -4.80816e-07 6.09485e-07 -8.78983e-07 3.87609e-07 -6.92109e-07 -6.5265e-05 5.78337e-07 -5.95396e-07 1.90439e-07 -1.74917e-05 4.84363e-06 -4.08573e-06 5.26441e-06 1.46505e-06 -3.76282e-07 -3.67305e-06 -4.0635e-05 -0.000109395 6.83234e-05 -7.21218e-06 1.86637e-05 3.41494e-05 5.60237e-05 0.000135624
internal_weight=0 2899 222 2878 2855 2834 2808 2788 2752 2716 2695 52 2643 2612 2592 540 2052 509 481 2014 1986 446 168 103 65 43 278 250 202 68
internal_count=3121 2899 222 2878 2855 2834 2808 2788 2752 2716 2695 52 2643 2612 2592 540 2052 509 481 2014 1986 446 168 103 65 43 278 250 202 68
is_linear=0
shrinkage=0.1


Tree=3028
num_leaves=31
num_cat=0
split_feature=474 2 471 154 474 472 1429 159 12 474 49 13 474 457 474 1427 475 12 475 1375 1375 1375 1 1 33 1 0 15 0 51
split_gain=1.60219e-05 5.34105e-05 2.64787e-05 2.73501e-05 4.302e-05 6.77222e-05 2.90453e-05 4.68108e-05 4.28811e-05 3.03706e-05 0.000159774 0.000114716 9.60221e-05 9.49528e-05 4.06638e-05 4.77326e-05 2.6276e-05 0.00018272 0.000218086 0.000112554 0.000210819 6.37659e-05 3.12895e-05 0.00036139 0.000239732 0.000100471 8.02782e-05 0.000162619 6.97912e-05 0.000290293
threshold=0.10970500000000001 0.11067500000000001 0.10277000000000001 1.0000000180025095e-35 -0.26322499999999993 -0.15279499999999999 0.087700000000000014 0.108225 0.088045000000000012 0.08708500000000001 0.08610000000000001 -0.086804999999999979 0.085860000000000006 -0.084579999999999975 0.089435000000000014 0.088585000000000011 -0.085774999999999976 0.083715000000000026 -0.089569999999999997 -0.15308499999999997 -0.4078199999999999 -0.090674999999999992 0.091345000000000023 0.09202500000000001 -1.0000000180025095e-35 0.090740000000000015 -0.15931499999999996 -0.016799999999999995 -0.097024999999999986 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 9 8 -8 12 11 -11 16 -13 -15 -16 17 -7 -19 20 -18 -21 25 -24 -25 26 27 -23 29 -28
right_child=1 -3 -4 -5 5 6 7 -9 -10 10 -12 13 -14 14 15 -17 19 18 -20 21 -22 22 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00012618396743804356 -0.00012809479152756946 4.4428661888506381e-05 0.00011041218736367724 0.00010893901926465333 0.00018400918954284863 0.0001141363146751629 -0.00019496658894370609 7.1766215296520389e-05 -2.4240830464717171e-05 -0.00019475058876802602 0.00029387056351188272 0.00024348590857698585 -0.00018893294066031188 0.00011765732837375255 -0.00013826545765758576 5.6158470302445656e-05 -3.8818389111838772e-05 -1.2445527613635933e-05 -0.00043339034666132646 -0.00016981705531096932 0.00040078454476315532 -1.6393899180305501e-05 -0.00038164047123595644 0.00031533921997913201 -1.215229410174073e-05 0.00021208319198346239 -3.2548017374908196e-06 0.00035173072237739691 1.0449837836019531e-05 -0.00032845874998201909
leaf_weight=27 38 34 22 23 20 38 28 20 31 24 22 20 27 20 28 23 24 32 20 22 20 30 26 23 794 24 193 20 1416 32
leaf_count=27 38 34 22 23 20 38 28 20 31 24 22 20 27 20 28 23 24 32 20 22 20 30 26 23 794 24 193 20 1416 32
internal_value=0 -4.66254e-05 1.10103e-06 3.06561e-07 -5.25179e-07 6.14488e-07 -6.25923e-07 -6.04456e-05 -0.000105263 1.01611e-06 4.69651e-05 -2.69021e-07 -1.2805e-06 5.10228e-05 -3.19213e-06 -5.05841e-05 5.8634e-07 -5.25432e-05 -0.000174347 2.40862e-06 0.000161001 -2.96062e-07 1.1619e-06 -1.4613e-05 -2.93283e-06 8.91598e-06 6.03247e-06 0.000130856 2.2292e-06 -4.9506e-05
internal_weight=0 72 3049 3027 3004 2977 2957 79 59 2878 137 115 2741 91 71 51 2714 90 52 2624 44 2580 2558 843 817 1715 1691 50 1641 225
internal_count=3121 72 3049 3027 3004 2977 2957 79 59 2878 137 115 2741 91 71 51 2714 90 52 2624 44 2580 2558 843 817 1715 1691 50 1641 225
is_linear=0
shrinkage=0.1


Tree=3029
num_leaves=31
num_cat=0
split_feature=33 9 16 13 43 43 132 393 43 3 1447 133 43 42 1213 43 393 1208 402 51 51 480 52 12 12 12 483 52 13 403
split_gain=1.84133e-05 2.41186e-05 0.000321893 9.82585e-05 1.69024e-05 0.000543576 0.000393672 0.000574826 9.01197e-05 0.000367986 0.000105134 0.00037282 0.000147429 0.000312105 0.000307423 7.93404e-05 7.2591e-05 6.88713e-05 0.000138148 5.86213e-05 8.10609e-05 5.72786e-05 5.66117e-05 5.33591e-05 0.000173585 9.66546e-05 0.000109431 0.000146936 0.000242913 7.78866e-05
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.076384999999999995 -0.011694999999999999 -0.010739999999999998 -0.083284999999999984 0.11146500000000002 -0.014584999999999999 -0.087429999999999994 -0.086279999999999982 0.086990000000000012 -0.032879999999999993 0.090990000000000015 0.04198000000000001 -0.040344999999999992 0.10856500000000001 0.10233500000000001 0.14512000000000005 0.020580000000000005 0.084745000000000015 0.08610000000000001 -0.15275999999999998 0.094070000000000015 0.092550000000000007 0.095780000000000018 0.10143000000000001 0.10347000000000002 0.066795000000000007 0.07955000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 -2 8 10 -10 11 21 15 14 -14 17 -7 18 19 23 -21 -8 -22 24 -12 -25 27 29 -29 -27
right_child=1 2 -4 -5 5 16 7 -9 9 -11 12 -13 13 -15 -16 -17 -18 -19 -20 20 22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-7.6686270110639602e-05 0.00032018483738610463 4.8812960986928698e-05 0.00039344860275377876 -0.00025425521096622111 -0.00052630410704296077 -3.9487909775203781e-06 0.00015518457843096588 -0.00053411305461850136 -0.00018302620489218198 0.00031713977896288272 -6.0748926708946997e-06 -0.00045033845893593266 0.00019716457734050765 0.00044945082769197106 -0.00027988148239356552 -0.00014169217674628808 0.0001880192796670599 0.00015280387034484499 -0.00026124876352696448 0.00021711310459627734 0.0001393152792966371 -5.579569326308106e-05 1.1128928382344225e-06 0.00017435210939743785 -0.00018989356774413451 1.5120222863649228e-05 -0.00018983466477220647 -4.836501888348721e-05 0.00043859379698655437 -0.00019556896746507845
leaf_weight=31 39 23 20 20 20 1305 22 20 24 38 779 23 35 23 22 39 20 30 20 26 37 31 149 41 55 143 25 20 21 20
leaf_count=31 39 23 20 20 20 1305 22 20 24 38 779 23 35 23 22 39 20 30 20 26 37 31 149 41 55 143 25 20 21 20
internal_value=0 7.69356e-07 6.2009e-05 -9.2149e-05 -5.05205e-07 -8.86161e-06 6.17694e-06 -1.27669e-06 5.28938e-06 0.000123527 5.93199e-07 -0.000114124 6.46422e-06 0.000138509 1.30415e-05 -1.05435e-06 -1.05116e-06 2.96093e-06 -4.03805e-07 3.5604e-06 5.17237e-05 3.1781e-05 2.86048e-05 -5.68835e-06 -1.81972e-05 3.29502e-05 7.63369e-06 3.18332e-05 0.000201053 -1.07312e-05
internal_weight=0 3090 63 43 3027 1345 1682 1643 1623 62 1561 76 1485 80 57 1405 1325 1366 1336 1316 212 53 186 1104 834 270 229 204 41 163
internal_count=3121 3090 63 43 3027 1345 1682 1643 1623 62 1561 76 1485 80 57 1405 1325 1366 1336 1316 212 53 186 1104 834 270 229 204 41 163
is_linear=0
shrinkage=0.1


Tree=3030
num_leaves=31
num_cat=0
split_feature=132 393 394 50 12 130 10 0 10 9 10 13 11 13 157 11 0 0 4 52 0 2 475 0 41 41 11 52 47 13
split_gain=2.15569e-05 0.000132673 5.19728e-05 2.72072e-05 1.92793e-05 4.66445e-05 2.22037e-05 8.91192e-05 8.68339e-05 4.67426e-05 5.09274e-05 2.8184e-05 1.86303e-05 2.59014e-05 2.48027e-05 2.09725e-05 3.31171e-05 0.000103488 9.06718e-05 8.23202e-05 3.95532e-05 2.5951e-05 3.46725e-05 9.81109e-05 2.96054e-05 6.19483e-05 6.66678e-05 2.84289e-05 2.73931e-05 3.15658e-05
threshold=-0.083174999999999985 0.12069000000000002 0.013605000000000001 0.09227500000000001 0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.086389999999999981 0.08925000000000001 0.10513000000000002 -0.081434999999999994 0.096435000000000007 0.097995000000000013 -0.50331999999999988 0.089270000000000002 0.12358500000000001 0.10455500000000001 -0.49405499999999997 -1.0000000180025095e-35 0.056435000000000006 0.15109000000000003 0.051590000000000004 -0.080499999999999988 0.088180000000000008 0.077300000000000021 0.078340000000000007 -1.0000000180025095e-35 0.13148500000000005 -0.17933499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 -2 7 -7 11 12 -11 -9 14 -14 -8 16 17 20 -18 -20 21 22 24 -24 25 28 -27 -23 29 -16
right_child=1 -3 -4 -5 -6 6 9 8 -10 10 -12 -13 13 -15 15 -17 18 -19 19 -21 -22 27 23 -25 -26 26 -28 -29 -30 -31
leaf_value=9.9640408149136279e-08 0.00013202131732315239 0.00025273976592697661 -0.00017972509087398761 -0.00010779089600503169 -9.0715803557743689e-05 -0.00021912750279348667 -9.2956624324995506e-05 -9.9364581274130614e-07 0.00015911772678373382 0.00021650080681346091 -3.7315693805881203e-06 -0.00014116329251779601 0.00014467424604975218 -1.2386261438396539e-05 -6.3567619517492682e-05 -7.9177866075152653e-05 0.00020588846765067187 -0.00021695773163876516 -0.00014665147045161576 9.9047770830414569e-05 0.00012358198235653197 9.3207564315803004e-06 -2.5483897907714198e-05 0.0002494262595843923 -9.2124596641432238e-05 0.00022148825925726739 -1.2236921010417459e-05 -0.00014999963968875818 7.5370009419404809e-05 -1.0699323120799536e-06
leaf_weight=174 27 21 21 27 23 23 29 32 25 21 21 26 21 21 84 33 29 22 25 30 26 21 34 21 35 26 23 24 45 2131
leaf_count=174 27 21 21 27 23 23 29 32 25 21 21 26 21 21 84 33 29 22 25 30 26 21 34 21 35 26 23 24 45 2131
internal_value=0 2.29985e-06 -3.00326e-05 -1.43931e-05 4.72452e-07 1.20707e-06 -4.18655e-08 -4.49437e-05 3.32411e-06 1.7067e-06 0.000106385 -6.38283e-05 6.62247e-08 6.6144e-05 -9.8581e-07 3.64801e-08 1.05126e-06 -1.03044e-06 6.28085e-05 -1.26337e-05 8.92795e-07 -4.12409e-07 9.98886e-07 7.94818e-05 -8.4265e-07 5.41009e-07 0.000111781 -7.56501e-05 -1.87082e-06 -3.44005e-06
internal_weight=0 2899 222 201 2878 2855 2828 106 83 2722 42 58 2680 42 2638 2609 2576 2492 84 55 2470 2444 2399 55 2344 2309 49 45 2260 2215
internal_count=3121 2899 222 201 2878 2855 2828 106 83 2722 42 58 2680 42 2638 2609 2576 2492 84 55 2470 2444 2399 55 2344 2309 49 45 2260 2215
is_linear=0
shrinkage=0.1


Tree=3031
num_leaves=31
num_cat=0
split_feature=130 10 3 10 15 9 3 481 1447 12 2 1456 1456 403 403 1210 160 1456 4 160 154 1365 45 0 16 51 0 1 0 2
split_gain=2.27145e-05 4.92905e-05 4.53079e-05 3.24053e-05 0.00011468 3.17879e-05 0.000131334 1.913e-05 0.000141148 0.000138285 0.000210187 2.46375e-05 0.000123771 7.14251e-05 5.38043e-05 7.25287e-05 5.09019e-05 5.74268e-05 5.15895e-05 8.27468e-05 3.34201e-05 3.04034e-05 3.80119e-05 3.5715e-05 0.000107947 0.000143316 6.56299e-05 6.54466e-05 9.02682e-05 7.58522e-05
threshold=-0.23647499999999996 -0.38124499999999995 -0.0063699999999999989 -0.011559999999999999 -0.098289999999999975 0.08925000000000001 -0.014944999999999998 -0.086484999999999992 -0.085684999999999997 0.090840000000000018 0.084145000000000011 0.085790000000000019 0.08814000000000001 -0.55327499999999985 -0.54856499999999986 -0.41266499999999995 0.010565000000000001 0.11510000000000002 -0.023539999999999995 -0.081639999999999976 1.0000000180025095e-35 0.087370000000000017 0.094030000000000016 -0.14226499999999997 -0.0019699999999999995 -1.0000000180025095e-35 -0.14051499999999997 0.077565000000000009 -0.14723999999999998 0.086000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 7 -7 8 -5 10 -10 13 -13 -9 -15 -16 17 18 -14 -20 21 22 23 24 27 -26 -25 -17 29 -29
right_child=1 3 -4 5 -6 6 -8 11 9 -11 -12 12 16 14 15 20 -18 -19 19 -21 -22 -23 -24 26 25 -27 -28 28 -30 -31
leaf_value=-0.00010622834317473463 0.0002173214653817013 -0.00019101123762084172 7.0142436362359504e-06 0.00020730753315936976 5.6321970531538882e-05 0.00023153938594847346 -0.00010931250817293403 0.00017553104047218096 -0.00037850675158551894 0.00016930852674856096 2.2000641911290587e-05 -0.00026072310402841222 9.1174299618265099e-05 -0.00016088476457385003 0.00018491849311560925 0.00016330635321537557 -0.0001480469353555236 0.00014814059191589228 5.2888635202014657e-05 -0.00021838432715056747 0.00011339787903125398 0.00010278245107555348 -0.00012191691957586617 -0.00017147120018610925 -1.969633428546201e-06 0.00037206796284408486 -5.2104492773994015e-06 -0.00020653660626108336 0.00017386801191605629 -1.0450979065525172e-05
leaf_weight=20 20 37 21 35 38 26 20 23 20 24 38 22 26 21 21 24 20 28 22 23 25 27 27 24 21 20 2211 22 24 191
leaf_count=20 20 37 21 35 38 26 20 23 20 24 38 22 26 21 21 24 20 28 22 23 25 27 27 24 21 20 2211 22 24 191
internal_value=0 6.85126e-07 0.000109603 -7.74233e-07 -6.56957e-05 8.56961e-07 8.33429e-05 -4.34074e-07 3.91885e-05 -3.25696e-05 -0.000116105 -2.07683e-06 -4.28203e-05 6.59701e-08 -1.45235e-06 -1.82696e-07 -2.5358e-06 2.68604e-05 -2.09684e-05 -8.5762e-05 -1.6686e-06 -2.77885e-06 -3.89046e-06 -2.63436e-06 2.96432e-05 0.000180488 -6.9958e-06 5.94729e-06 -9.98781e-06 -3.0704e-05
internal_weight=0 3101 41 3060 75 2985 46 2939 117 82 58 2822 141 2681 2658 2637 119 99 71 45 2616 2591 2564 2537 302 41 2235 261 237 213
internal_count=3121 3101 41 3060 75 2985 46 2939 117 82 58 2822 141 2681 2658 2637 119 99 71 45 2616 2591 2564 2537 302 41 2235 261 237 213
is_linear=0
shrinkage=0.1


Tree=3032
num_leaves=31
num_cat=0
split_feature=130 12 33 9 2 132 399 1203 1211 1212 4 1212 1211 1212 3 480 1447 3 3 0 403 402 1210 0 16 0 51 133 394 49
split_gain=1.83987e-05 4.05715e-05 1.78979e-05 1.86598e-05 6.18422e-05 1.77857e-05 0.000117429 8.80373e-05 2.15958e-05 0.00012122 7.07223e-05 0.000111835 2.97169e-05 2.89805e-05 2.15977e-05 0.000113939 0.000137961 0.000114366 0.000103857 0.000305363 7.88927e-05 7.35465e-05 6.19139e-05 5.95472e-05 8.61496e-05 5.70007e-05 0.000129226 5.56841e-05 5.348e-05 5.26675e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.009184999999999997 0.088235000000000022 -0.15339499999999998 -0.083449999999999983 0.091580000000000009 0.089480000000000018 0.092860000000000012 0.08468500000000001 -0.076229999999999978 0.12799000000000002 0.087635000000000005 0.11796000000000001 -0.086274999999999977 0.086930000000000021 -0.085644999999999985 -0.086769999999999986 -0.085709999999999995 -0.084674999999999986 -0.55049499999999985 -0.45015499999999992 -0.14310999999999999 0.10455500000000001 0.042200000000000008 0.047850000000000011 -0.12463499999999998 0.50628500000000021 -0.09139499999999999 0.11475
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 7 8 -4 12 -10 11 -11 13 14 15 16 -7 29 19 -16 -20 -22 -23 25 -25 27 -27 28 -24 -18
right_child=1 -3 3 4 -6 6 -8 -9 9 10 -12 -13 -14 -15 18 -17 17 -19 20 -21 21 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-9.5605516034993345e-05 -7.5950457821525038e-05 0.00013593390378280841 -7.7916110088930668e-06 -2.4124564879457468e-05 0.00018868636199675332 -0.00020475688402560386 0.00018347134462341535 -0.00022825463816843693 -0.00026015576662584433 0.00017714596940802746 -0.00013962646183284484 -0.00010514704974965476 0.00011662700979451818 0.00011983181233517828 -0.00044008722117203959 0.00020409205633598049 6.0954990013233218e-07 0.00023352082954142649 0.00016674803946106867 5.7103859532314049e-05 -0.00017935356736415998 -0.00016258054893114604 0.00013614666925234445 1.8125440957109358e-05 -0.00026863876781135337 -4.5883342745187491e-05 0.00030167696648277344 0.00013643815453116107 -5.8041027098784846e-06 0.00013008985467119298
leaf_weight=20 31 22 192 36 22 30 35 20 21 36 23 23 22 20 21 30 654 23 27 30 24 24 27 22 20 23 20 29 1561 33
leaf_count=20 31 22 192 36 22 30 35 20 21 36 23 23 22 20 21 30 654 23 27 30 24 24 27 22 20 23 20 29 1561 33
internal_value=0 6.16612e-07 -3.50254e-07 4.18645e-07 5.65968e-05 -6.71099e-07 1.4595e-06 -2.859e-05 -8.62924e-07 -4.57845e-05 9.11542e-06 6.70995e-05 8.897e-07 -8.28828e-08 -1.00601e-06 1.30424e-05 5.29714e-06 1.41727e-05 -6.92356e-06 -0.000147622 -2.88551e-06 -5.50271e-06 -3.08532e-06 -8.3627e-07 -0.000118429 2.13897e-06 0.000115773 -8.82831e-07 -3.39058e-06 6.82913e-06
internal_weight=0 3101 3079 3048 58 2990 2778 212 2743 103 82 59 2640 2618 2598 770 740 710 1828 51 1777 1750 1726 1702 42 1660 43 1617 1588 687
internal_count=3121 3101 3079 3048 58 2990 2778 212 2743 103 82 59 2640 2618 2598 770 740 710 1828 51 1777 1750 1726 1702 42 1660 43 1617 1588 687
is_linear=0
shrinkage=0.1


Tree=3033
num_leaves=31
num_cat=0
split_feature=12 130 43 1 52 42 52 12 16 43 43 1371 131 131 4 12 484 12 130 133 484 151 160 49 13 123 43 34 1 9
split_gain=2.0627e-05 4.66911e-05 1.8496e-05 4.3953e-05 3.13665e-05 4.0228e-05 6.50143e-05 4.22658e-05 5.38109e-05 2.96943e-05 8.7946e-05 6.28604e-05 4.14059e-05 0.000118782 5.81523e-05 4.70594e-05 6.73342e-05 5.70301e-05 0.000116848 6.76596e-05 0.000113421 0.000118751 8.03778e-05 0.000121139 5.88621e-05 3.2903e-05 3.08232e-05 3.07174e-05 0.000172135 6.01332e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.14792499999999997 0.102705 0.092965000000000006 -0.090684999999999988 0.039215000000000007 0.086095000000000019 -0.077879999999999991 -0.085594999999999991 -0.08595499999999999 0.083235000000000017 0.10370500000000001 0.086835000000000009 -0.0029599999999999995 0.092755000000000018 -0.088124999999999981 0.090545000000000014 0.086345000000000019 0.09389500000000002 0.091180000000000011 -0.081779999999999978 -0.090484999999999996 -0.053364999999999996 -0.020934999999999999 -0.088149999999999992 -0.085254999999999984 -0.057544999999999992 0.10312500000000001 0.091905000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3 -9 10 12 25 13 15 -14 16 -4 18 19 20 21 -18 -23 -24 -25 -11 -27 28 -28 -29
right_child=-2 2 9 -5 -6 6 -8 8 -10 11 -12 -13 14 -15 -16 -17 17 -19 -20 -21 -22 22 23 24 -26 26 27 29 -30 -31
leaf_value=0.000131629011836291 -9.4351319231740819e-05 8.4233229184368008e-05 0.0001606044098956599 -0.00011054113304726343 -8.7678128447559836e-05 -2.2201314299754627e-06 0.00019103505548156573 -0.00020839274206775287 -4.7975926196051983e-06 -0.0001283435538971389 0.00022639100068426205 -0.00015404855312900272 -0.00016089241855360312 0.00019800686627481688 5.2030418389578064e-05 0.00010011074526751739 0.00012723554985617132 -0.00017581160924316427 0.00021963980732834902 0.00010680875192130252 -0.00027214397718621928 8.7865835666889325e-05 -0.00033986612561204228 5.4008783015888187e-05 -0.000170268521403407 -0.00012316811862547183 0.00031422014784766362 1.6628682926691721e-06 -3.4963347510104843e-05 -0.00012357442416638758
leaf_weight=27 23 21 21 50 37 49 27 21 34 20 21 27 29 37 23 46 36 23 20 28 22 20 21 25 22 20 20 2264 48 39
leaf_count=27 23 21 21 50 37 49 27 21 34 20 21 27 29 37 23 46 36 23 20 28 22 20 21 25 22 20 20 2264 48 39
internal_value=0 7.00476e-07 -4.50638e-07 -2.71651e-05 -5.10793e-06 1.49914e-05 6.64363e-05 -3.64535e-05 -8.25339e-05 1.80387e-06 2.72756e-05 -2.31257e-06 1.60654e-05 2.94753e-05 -6.6715e-05 7.51871e-06 -1.03772e-05 -2.69238e-05 -9.2722e-06 -3.55839e-05 -6.28921e-05 -2.57668e-05 -8.83586e-05 -0.000140189 -5.09721e-05 -6.13331e-07 4.55095e-07 1.49789e-06 6.77377e-05 -4.57954e-07
internal_weight=0 3098 3071 239 189 152 76 76 55 2832 394 2438 373 321 52 284 238 217 194 174 146 124 88 68 47 2411 2391 2371 68 2303
internal_count=3121 3098 3071 239 189 152 76 76 55 2832 394 2438 373 321 52 284 238 217 194 174 146 124 88 68 47 2411 2391 2371 68 2303
is_linear=0
shrinkage=0.1


Tree=3034
num_leaves=31
num_cat=0
split_feature=130 10 2 40 10 10 4 9 3 1186 1186 132 394 0 129 394 4 2 34 9 374 12 12 45 4 2 42 160 1456 40
split_gain=1.93627e-05 4.10776e-05 4.5697e-05 3.07201e-05 3.21004e-05 4.02754e-05 0.000175241 3.28426e-05 0.000101359 1.80366e-05 0.00014172 0.000110859 5.80379e-05 4.2057e-05 3.64698e-05 3.38999e-05 1.92212e-05 2.3282e-05 4.32121e-05 4.52581e-05 2.25886e-05 3.2485e-05 0.000131828 6.98075e-05 3.54747e-05 4.13246e-05 7.3172e-05 5.35744e-05 2.76948e-05 2.60066e-05
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 -0.11058499999999999 -0.011559999999999999 0.053180000000000012 0.08925000000000001 -0.014944999999999998 0.062435000000000011 1.0000000180025095e-35 -1.0000000180025095e-35 -0.084244999999999987 -0.10096999999999999 -0.077709999999999987 -0.10421499999999999 0.62736500000000006 -0.045829999999999989 -0.085114999999999982 -0.036024999999999995 0.088235000000000008 -0.010834999999999999 -0.054684999999999991 0.084355000000000013 0.50996500000000011 0.11293500000000002 0.086325000000000013 0.079055000000000014 0.12676500000000004 -0.045684999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 9 -9 10 14 -11 13 -13 -7 -16 17 -17 -19 -20 21 22 24 28 25 26 27 -21 -23 -27
right_child=1 3 -4 4 5 7 -8 8 -10 11 -12 12 -14 -15 15 16 -18 18 19 20 -22 23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-9.8077962684328673e-05 -2.9651648392679081e-06 -0.00012123272033585679 0.00020824314786295874 0.00012048871073850686 -0.00026737449208247619 -0.00012932094806191425 0.00011610363997698931 0.00021475534960280551 -8.4684286957781299e-05 -0.0002523761488555465 0.00026606757950503379 6.6084345616261657e-05 0.00015854035125812516 -0.00011843170039355756 0.00010566635646682699 -8.085676833886554e-05 7.9772493537065797e-05 0.00014189820489957043 -0.00015197736611298753 -5.8397675295256905e-05 8.3879831588766992e-05 4.3046884729193045e-07 -0.00024622851407103658 0.00015031178984152636 -0.0001242885114270789 0.00013610622557962417 -0.00017041024925506295 0.00012094520216417169 -0.00010142475256779344 -1.60062154463958e-06
leaf_weight=20 21 21 20 22 26 22 22 26 20 20 20 21 20 30 30 37 29 21 20 36 31 2364 27 31 23 32 27 31 27 24
leaf_count=20 21 21 20 22 26 22 22 26 20 20 20 21 20 30 30 37 29 21 20 36 31 2364 27 31 23 32 27 31 27 24
internal_value=0 6.32553e-07 0.000100063 -6.99689e-07 1.33214e-07 -7.44419e-07 -9.16137e-05 7.24669e-07 8.45642e-05 -5.94735e-07 8.13378e-07 -4.44164e-05 1.41638e-05 -4.24545e-05 -1.07321e-06 -6.19374e-08 -1.21116e-06 -2.07111e-06 -9.89049e-07 -2.11162e-06 -9.81837e-07 -1.98516e-06 -4.07196e-05 1.21339e-06 -8.64591e-06 9.08595e-06 -3.14265e-05 2.45819e-05 -7.19716e-07 7.7089e-05
internal_weight=0 3101 41 3060 3039 3017 48 2969 46 2923 2832 91 71 51 2812 2790 2760 2731 2694 2673 2653 2622 200 2422 173 150 94 67 2391 56
internal_count=3121 3101 41 3060 3039 3017 48 2969 46 2923 2832 91 71 51 2812 2790 2760 2731 2694 2673 2653 2622 200 2422 173 150 94 67 2391 56
is_linear=0
shrinkage=0.1


Tree=3035
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 49 2 12 133 16 16 13 472 1429 1425 474 16 2 156 155 157 157 155 157 157 484 51 2 1374 1375 1374
split_gain=1.88289e-05 0.000518015 0.000260098 9.37611e-05 1.83401e-05 2.67606e-05 4.3377e-05 2.46547e-05 3.69081e-05 2.21284e-05 1.74767e-05 1.66856e-05 3.4065e-05 1.95515e-05 2.14734e-05 0.000151864 7.88337e-05 5.22732e-05 2.49316e-05 2.22425e-05 5.08094e-05 4.15628e-05 2.22504e-05 0.000120597 0.000112254 0.000120172 0.000147914 6.22751e-05 0.000183856 8.00539e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.10211000000000002 0.10222000000000002 0.110195 -0.40071499999999999 -0.081299999999999983 -0.090764999999999985 -0.0093149999999999986 -0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.08539999999999999 0.51222500000000004 0.087195000000000009 0.12346500000000001 0.11245500000000001 0.099625000000000005 0.11590500000000002 0.088610000000000008 -0.087424999999999989 -0.086394999999999986 0.087495000000000017 -0.085989999999999997 0.087470000000000006 0.087855000000000016 -0.080114999999999978 0.078255000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 -1 9 -9 -11 -4 -13 14 15 16 -14 18 19 21 -21 22 24 -24 25 -16 -27 29 -29 -25
right_child=2 -3 11 -5 -6 -7 -8 8 -10 10 -12 12 13 -15 17 -17 -18 -19 -20 20 -22 -23 23 27 -26 26 -28 28 -30 -31
leaf_value=-0.00011379357061481901 -0.00034466826658568941 0.00050052454514246038 -8.2549686339916661e-05 -0.00022710565190209309 9.1474179698707316e-05 -0.00010289627355702508 0.00014375372105860152 6.1761324104736559e-05 0.00012640560585168716 -2.6498323131818324e-06 -0.00011975011464991999 0.0001280748066035033 7.9319572396343584e-05 -9.1583552270806297e-05 -0.00020083346130970472 0.0002571198511456411 -0.00020145388401942912 -0.00014428311440860852 0.00010700310581755317 -0.00018997433478944005 9.8298030206933624e-06 0.00011469974417614992 0.00021632900853336859 6.6717370385459647e-07 -0.00025827832963841506 0.00024383404213170124 -4.1247329828855498e-05 -0.00034006049155279819 2.092082259180241e-05 0.0001923038740642369
leaf_weight=21 22 21 24 20 20 26 20 20 20 25 26 21 20 23 23 24 20 25 22 20 35 32 26 2379 20 28 52 21 43 22
leaf_count=21 22 21 24 20 20 26 20 20 20 25 26 21 20 23 23 24 20 25 22 20 35 32 26 2379 20 28 52 21 43 22
internal_value=0 2.82743e-05 -2.13373e-06 -2.18128e-05 1.25382e-06 -1.01665e-05 8.09848e-06 -1.61257e-05 6.41307e-06 -2.73876e-05 -6.2348e-05 4.82851e-07 1.1806e-06 2.40647e-07 9.91698e-07 5.8253e-05 -6.10672e-05 -3.41898e-07 9.79634e-07 1.16059e-07 -6.28262e-05 1.42438e-06 3.76919e-08 2.08782e-06 -4.14817e-05 6.14781e-07 5.85312e-05 -1.7192e-07 -9.75262e-05 2.42311e-06
internal_weight=0 219 2902 198 178 158 132 112 91 71 51 2880 2856 2835 2812 64 40 2748 2723 2701 55 2646 2614 2491 123 103 80 2465 64 2401
internal_count=3121 219 2902 198 178 158 132 112 91 71 51 2880 2856 2835 2812 64 40 2748 2723 2701 55 2646 2614 2491 123 103 80 2465 64 2401
is_linear=0
shrinkage=0.1


Tree=3036
num_leaves=31
num_cat=0
split_feature=1429 156 481 1447 12 4 403 133 403 1208 15 403 50 132 1211 4 393 403 52 50 12 0 1452 474 4 4 3 1 3 159
split_gain=1.86614e-05 5.18122e-05 1.8516e-05 0.000119283 0.000115145 0.000183373 2.72192e-05 9.40231e-05 7.23972e-05 4.2563e-05 0.000211713 3.23769e-05 2.85234e-05 0.000328095 0.000358008 0.000124349 0.000120445 0.000116986 5.52413e-05 4.80863e-05 4.49665e-05 7.11327e-05 4.24453e-05 3.72335e-05 4.93696e-05 0.000200086 3.42185e-05 4.17001e-05 2.94719e-05 8.72281e-05
threshold=-0.23752499999999996 0.32523500000000005 -0.086484999999999992 -0.085684999999999997 0.090840000000000018 -0.050494999999999991 -0.54856499999999986 0.40431 -0.53960999999999981 0.098655000000000007 0.093115000000000017 -0.52917499999999984 0.090515000000000012 -0.083284999999999984 0.11048500000000001 -0.023539999999999995 0.11170000000000001 -0.065924999999999997 0.26746000000000009 0.089030000000000012 0.08598500000000002 -0.038659999999999993 0.083330000000000015 0.088985000000000022 -0.0057249999999999992 -0.010655 -0.076514999999999986 0.089770000000000016 -0.073884999999999992 -0.092414999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -4 -8 11 -11 -10 16 -14 15 17 19 -15 20 -13 21 -19 23 24 25 -17 27 -22 29 -26
right_child=1 -3 6 4 -6 -7 8 -9 9 10 -12 12 13 14 -16 22 -18 18 -20 -21 26 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-9.1775170750968928e-05 0.0001925935216630543 0.0001610849826829508 -0.00022926877771334894 -0.0003091960388992448 0.00015166811323676183 6.3415967036105166e-05 0.00018895010609412568 4.9229283285967545e-05 0.00012625701810975443 -0.00033446580182499024 0.00012565718971018215 -1.9117605781852029e-06 0.0003470743216353342 0.00031852299631282224 -0.00034612170794779171 -4.7673677660740642e-05 -0.00022405608545523139 0.0002489177236930118 0.00019740312867118825 -0.00013865763690913669 1.7271107735096253e-05 -1.4595224915648855e-05 -0.00013863861365410099 -0.00012100580928381532 2.8004840763363371e-05 0.0003319060832533675 9.0183667461609556e-05 -0.00016530480577123607 1.9711904730814112e-05 -0.00023084118095183562
leaf_weight=22 35 20 22 25 24 28 20 27 20 20 20 2349 29 20 28 41 25 20 24 26 29 21 28 25 30 21 21 22 56 23
leaf_count=22 35 20 22 25 24 28 20 27 20 20 20 2349 29 20 28 41 25 20 24 26 29 21 28 25 30 21 21 22 56 23
internal_value=0 6.51523e-07 -3.90591e-07 3.95228e-05 -3.00548e-05 -0.000112344 -1.89726e-06 -7.58107e-05 -6.56086e-07 -1.96462e-06 -0.000104404 -5.30892e-07 -1.42439e-06 2.20429e-05 -1.00332e-06 2.43597e-05 -5.70718e-06 9.25987e-05 5.96171e-05 -3.40877e-06 3.03528e-05 0.000113948 -2.34685e-05 -7.01568e-06 9.64954e-06 8.08937e-05 -1.72498e-05 -6.14871e-05 -3.08746e-05 -8.43246e-05
internal_weight=0 3099 3079 112 77 53 2967 49 2918 2898 40 2858 2838 438 409 381 2400 157 137 2375 113 41 224 196 171 62 72 51 109 53
internal_count=3121 3099 3079 112 77 53 2967 49 2918 2898 40 2858 2838 438 409 381 2400 157 137 2375 113 41 224 196 171 62 72 51 109 53
is_linear=0
shrinkage=0.1


Tree=3037
num_leaves=31
num_cat=0
split_feature=1211 43 1185 1186 1208 1208 1208 403 15 1213 402 3 1212 402 16 1210 402 0 402 15 390 1212 42 1212 401 131 4 131 131 3
split_gain=2.3595e-05 8.29095e-05 3.64794e-05 4.29116e-05 2.38155e-05 4.91956e-05 5.34255e-05 3.39025e-05 0.000208334 4.01346e-05 2.82515e-05 0.00012372 5.7392e-05 6.98366e-05 7.02364e-05 5.1978e-05 3.18592e-05 4.85622e-05 2.41657e-05 9.0035e-05 6.11537e-05 2.67394e-05 0.000115077 6.78307e-05 6.14751e-05 3.33934e-05 9.0813e-05 3.46342e-05 6.95925e-05 5.57203e-05
threshold=0.11716500000000001 0.062770000000000006 -0.10973499999999999 -0.092084999999999986 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.5335399999999999 0.087575000000000014 0.23509000000000002 0.13597000000000001 -0.078724999999999976 0.11796000000000001 -0.45454999999999995 -0.07550999999999998 1.0000000180025095e-35 0.11679000000000002 -0.084384999999999988 0.10668000000000001 0.084050000000000014 0.089375000000000024 -0.087464999999999987 0.087075000000000014 -1.0000000180025095e-35 0.093690000000000009 0.11863000000000001 -0.050494999999999991 0.10441000000000002 0.099565000000000015 -0.07359499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 7 8 -5 10 12 -12 13 14 -9 16 18 -18 20 -20 21 22 -15 -23 25 27 -27 28 -25 -29
right_child=1 -3 3 4 -6 -7 -8 9 -10 -11 11 -13 -14 15 -16 -17 17 -19 19 -21 -22 23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-0.00013575623044744135 0.00016352287043859675 -9.4505906454287475e-05 0.00012080376357610885 -0.00012325499866710745 -9.6716399653255043e-05 0.00012472569004814667 -0.00016084121556819551 -5.2354986440729014e-06 0.00028499386576004329 -0.00011355315488117413 -9.0299725183285774e-05 0.00021576223017681124 -0.00016699968255124987 -0.00017641812485856686 0.00024469085986746232 -0.00014380945910320319 1.9368062445816274e-05 -0.00019568947831257469 -4.3373614413818969e-05 0.0002265994883297632 -0.00017590459461644059 0.00013560834505935073 0.00010474090225519225 -1.0348870153665275e-06 0.00017383277485350846 -0.0002388846357159006 4.8740518674173433e-05 9.4439933013360373e-06 -0.00016250910579132055 0.00018757948551501613
leaf_weight=20 33 20 29 25 26 31 21 22 25 32 25 28 21 37 23 26 21 21 30 21 20 37 24 2328 20 21 23 59 27 25
leaf_count=20 33 20 29 25 26 31 21 22 25 32 25 28 21 37 23 26 21 21 30 21 20 37 24 2328 20 21 23 59 27 25
internal_value=0 6.61535e-05 -1.14281e-06 -2.59517e-07 -1.42243e-06 -5.94618e-07 -1.90621e-06 -7.71344e-07 8.08694e-05 -2.18333e-06 -9.36793e-07 7.13934e-05 -2.30297e-06 -1.06109e-06 0.000122505 -3.09046e-06 -1.74238e-06 -8.81607e-05 -3.84005e-07 6.77918e-05 -1.71058e-06 -3.71146e-07 -6.57982e-05 1.20013e-06 -7.86724e-07 -2.19324e-06 -8.85351e-05 -6.35621e-07 -2.88618e-06 6.24605e-05
internal_weight=0 53 3068 3048 3019 2993 2962 2941 50 2891 2859 53 2806 2785 45 2740 2714 42 2672 51 2621 2601 61 2540 2503 2483 44 2439 2355 84
internal_count=3121 53 3068 3048 3019 2993 2962 2941 50 2891 2859 53 2806 2785 45 2740 2714 42 2672 51 2621 2601 61 2540 2503 2483 44 2439 2355 84
is_linear=0
shrinkage=0.1


Tree=3038
num_leaves=31
num_cat=0
split_feature=1211 50 52 1211 393 1208 1208 1208 1209 1209 1209 1213 1213 403 42 402 401 1204 132 128 133 16 1212 1212 1212 1212 3 0 1210 403
split_gain=2.10173e-05 0.000172524 4.96753e-05 4.57097e-05 2.60179e-05 1.93842e-05 3.97015e-05 5.08867e-05 2.94182e-05 3.778e-05 3.38672e-05 2.85168e-05 3.282e-05 4.13966e-05 7.21748e-05 3.88826e-05 2.39393e-05 2.33962e-05 2.87456e-05 6.37148e-05 3.72052e-05 3.36807e-05 2.38326e-05 0.000134947 0.000123903 9.5611e-05 7.93918e-05 8.38749e-05 6.77138e-05 0.00012279
threshold=0.11048500000000001 0.096900000000000014 0.084735000000000019 0.10326000000000002 0.12765500000000005 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.092099999999999987 -0.085894999999999985 -0.077594999999999983 0.23509000000000002 0.12389500000000002 -0.44023999999999991 0.091205000000000008 -0.43995499999999993 0.12006000000000001 0.058775000000000008 -0.41127499999999995 0.11787500000000002 -0.54084999999999994 -0.074319999999999983 0.087505000000000013 0.086920000000000011 0.08815000000000002 0.089785000000000018 -0.082689999999999986 -0.080689999999999984 -0.079004999999999978 -0.0076149999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 8 -1 -10 -11 12 13 14 -12 -15 17 18 21 20 -20 -17 23 28 -24 -26 27 -27 29 -22
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 10 11 -13 -14 15 -16 16 -18 -19 19 -21 22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00010158761994846697 -0.00014222011965242789 0.00028927262623752048 4.2601382389848099e-05 -0.0001483639481843316 0.00011336157870118769 -8.7044769931638331e-05 0.00011225312836975191 -0.00016047586716013031 -0.00013504922414237324 0.00011318179833604237 -0.00019005170792903907 -0.00012045721223330474 0.00010007127375502024 0.00012933760172808949 5.5194493324961516e-05 -8.8539792202590471e-06 -8.4616323147201913e-05 -0.00010793135646963493 0.00011772405263467659 -0.00014810140554298665 0.00030389098974410446 0.00016819914952231392 0.00025187889708752707 -0.00023387707725487417 -0.00019529349048666303 0.00017785786060793476 -8.6336319347740046e-05 -3.2038884546636838e-05 -2.5301559462469182e-06 -4.6522519696736715e-05
leaf_weight=28 26 22 33 21 20 26 31 20 21 26 30 20 32 23 20 21 34 20 27 29 20 22 23 25 21 47 36 32 2345 20
leaf_count=28 26 22 33 21 20 26 31 20 21 26 30 20 32 23 20 21 34 20 27 29 20 22 23 25 21 47 36 32 2345 20
internal_value=0 5.02731e-05 -3.88454e-05 -1.33952e-06 -3.16826e-07 -1.07493e-06 -3.23096e-07 -1.50932e-06 -4.2125e-07 -1.40821e-06 -4.31366e-07 -1.46893e-06 -6.2713e-07 -1.78003e-06 -9.19532e-05 -1.37528e-07 -1.23155e-06 -1.76832e-07 6.30923e-07 -6.97579e-07 9.49074e-07 8.17313e-05 -2.78223e-07 -2.75219e-06 3.72202e-05 9.17679e-07 3.67475e-05 9.28364e-05 -3.29495e-07 0.000128684
internal_weight=0 81 59 3040 3019 2999 2973 2942 2922 2894 2873 2847 2827 2795 50 2745 2722 2688 2668 2625 2596 43 2569 2410 159 136 115 79 2385 40
internal_count=3121 81 59 3040 3019 2999 2973 2942 2922 2894 2873 2847 2827 2795 50 2745 2722 2688 2668 2625 2596 43 2569 2410 159 136 115 79 2385 40
is_linear=0
shrinkage=0.1


Tree=3039
num_leaves=31
num_cat=0
split_feature=1213 1420 157 471 153 12 130 403 1186 393 13 1211 1213 1213 1213 42 401 0 1185 2 0 2 12 12 0 0 16 3 3 10
split_gain=1.96576e-05 1.87626e-05 6.12284e-05 2.02569e-05 3.2206e-05 3.54282e-05 4.34671e-05 1.94413e-05 4.84807e-05 0.000110189 8.49799e-05 4.82618e-05 5.35256e-05 0.000123643 0.000133234 0.000160724 8.56649e-05 7.85232e-05 4.62625e-05 4.49504e-05 7.01471e-05 0.000169855 8.44507e-05 6.38223e-05 0.000111833 7.19744e-05 6.6646e-05 5.93464e-05 4.82209e-05 3.00712e-05
threshold=0.51370000000000016 0.056520000000000008 0.63397500000000007 0.10338500000000002 0.08351500000000002 0.23631000000000002 -0.22461999999999996 0.072365000000000027 0.062435000000000011 0.12765500000000005 -0.0075049999999999987 0.11671000000000002 -0.09411499999999999 -0.087969999999999979 -0.085284999999999986 0.087405000000000024 0.113945 -0.084384999999999988 0.090595000000000009 0.11548000000000001 -0.075934999999999989 0.094565000000000024 0.094835000000000017 0.090345000000000023 -0.085134999999999975 -0.088099999999999984 -0.081414999999999987 -0.082689999999999986 -0.071799999999999989 -0.011559999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 11 -10 12 17 -14 15 -15 18 -8 29 20 22 -22 23 24 25 27 -26 -9 -29 -16
right_child=-2 -3 -4 -5 -6 -7 7 19 10 -11 -12 -13 13 14 16 -17 -18 -19 -20 -21 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.00012591712387533067 9.8822241670859523e-05 -9.0621451533440017e-05 0.00017443481372538374 -9.459940385726361e-05 0.00012015575605553089 -0.00013392912584095029 0.00025313350190117487 -0.00012178144342297774 -0.00024694073111856019 0.00022031454890648921 3.4295619146481232e-05 -0.00011629944730023119 -0.00018149638374616656 0.00037943260598694907 -5.6967137574438792e-05 -2.1470800129463898e-05 -0.00018917763436911627 -1.015333691611886e-06 -0.00015456311390153133 -9.5930917701354779e-05 -4.360787826237466e-06 0.00035944515104693853 -0.00013756333183581856 0.00014975659388045853 -0.00024235576540535399 0.00020931213207929365 -6.4851229544728993e-06 0.00018659958732314408 -8.3163438663783984e-06 4.4983753466855523e-07
leaf_weight=27 20 23 20 23 22 20 20 22 22 22 21 38 39 20 95 20 25 31 20 29 33 21 33 39 23 26 25 22 30 2290
leaf_count=27 20 23 20 23 22 20 20 22 22 22 21 38 39 20 95 20 25 31 20 29 33 21 33 39 23 26 25 22 30 2290
internal_value=0 -6.37352e-07 3.50437e-08 -1.10557e-06 -3.9705e-07 -1.27729e-06 -3.90875e-07 -1.54068e-06 -4.27162e-06 -2.54307e-06 -0.000109593 -4.43024e-06 -2.76968e-06 -4.83124e-06 -2.04179e-06 0.000178981 -5.02159e-06 9.86509e-05 -3.10728e-06 2.2461e-05 3.49915e-05 0.000137119 9.92378e-06 3.59509e-05 5.96158e-06 6.61862e-05 -0.000119506 1.58988e-05 7.41481e-05 -1.83721e-06
internal_weight=0 3101 3078 3058 3035 3013 2993 2966 2663 2620 43 2598 2560 2509 2470 40 2430 51 2405 303 274 54 220 187 148 100 48 74 52 2385
internal_count=3121 3101 3078 3058 3035 3013 2993 2966 2663 2620 43 2598 2560 2509 2470 40 2430 51 2405 303 274 54 220 187 148 100 48 74 52 2385
is_linear=0
shrinkage=0.1


Tree=3040
num_leaves=31
num_cat=0
split_feature=130 40 1211 43 1185 1186 401 402 1210 1200 1203 1176 1176 16 472 3 2 155 155 2 50 152 49 1429 484 43 157 2 49 42
split_gain=1.96632e-05 4.80875e-05 1.82642e-05 7.08423e-05 3.70824e-05 3.41351e-05 2.62783e-05 6.49459e-05 5.29017e-05 2.65697e-05 4.31538e-05 1.70041e-05 2.3292e-05 1.92868e-05 8.25959e-05 0.000123898 0.000175894 7.82025e-05 2.91416e-05 7.77555e-05 1.93169e-05 0.000101357 3.16817e-05 0.000130964 8.35086e-05 0.000146865 0.000129933 0.000112595 7.72059e-05 0.000115597
threshold=-0.23647499999999996 -0.23755499999999996 0.11716500000000001 0.062770000000000006 -0.10973499999999999 -0.092084999999999986 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.089625000000000024 0.094640000000000016 0.086510000000000017 1.0000000180025095e-35 0.62682500000000008 -0.38234499999999999 -0.094874999999999987 0.10912000000000001 0.11854500000000001 0.104145 0.10467500000000002 -0.099524999999999988 0.083555000000000004 0.093350000000000002 0.088105000000000017 0.091180000000000011 -0.079584999999999975 -0.086244999999999988 0.088300000000000003 0.10247500000000002 0.089810000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 -7 -8 9 10 11 12 13 17 -15 16 -16 18 20 -20 21 -9 -22 24 26 -26 -24 -28 -29 -30
right_child=1 2 3 -5 5 6 7 8 -10 -11 -12 -13 -14 14 15 -17 -18 -19 19 -21 22 -23 23 -25 25 -27 27 28 29 -31
leaf_value=-9.8836311444756581e-05 0.00013350997315784399 -0.0001372651112615131 0.00014767039344102767 -9.0842778445221486e-05 0.00010732143820295561 -9.9905018116799144e-05 0.00014088718680795864 -1.7600052248373438e-05 -0.00016443357781099622 0.00010354476905831689 -0.00013035848416900709 8.2877774866574333e-05 -0.00010414466890903317 -0.00022569699416635561 -8.6452446739713194e-05 -0.00013438474594814969 0.000332944941995379 0.00015862585233633348 3.8349019100510136e-05 -0.0002118610549191742 3.0367567180057062e-06 0.00024346315077309556 -0.00023186136677395553 -0.00027204870814221934 0.00031404088679664715 -4.3487830245996721e-05 0.00017358474869979548 -0.00015584047180519243 5.6669301321643712e-05 -0.00013317374655247128
leaf_weight=20 27 20 33 20 29 27 32 58 20 24 26 24 22 20 20 35 20 31 27 23 2225 20 30 21 20 27 29 43 101 47
leaf_count=20 27 20 33 20 29 27 32 58 20 24 26 24 22 20 20 35 20 31 27 23 2225 20 30 21 20 27 29 43 101 47
internal_value=0 6.37445e-07 -5.2962e-07 5.76654e-05 -1.55059e-06 -6.46123e-07 -1.69964e-06 -7.99288e-07 -2.35575e-06 -1.23526e-06 -2.11178e-06 -9.38929e-07 -1.65252e-06 -8.46356e-07 -4.51322e-05 3.01845e-06 0.000123246 7.10695e-07 -1.12209e-06 -7.67476e-05 3.20594e-07 4.93392e-05 -1.18293e-06 -3.07074e-05 -1.36429e-05 0.000108652 -3.66344e-05 -1.00125e-05 -3.78885e-05 -3.61869e-06
internal_weight=0 3101 3074 53 3021 3001 2972 2945 2913 2893 2869 2843 2819 2797 95 75 40 2702 2671 50 2621 78 2543 318 297 47 250 220 191 148
internal_count=3121 3101 3074 53 3021 3001 2972 2945 2913 2893 2869 2843 2819 2797 95 75 40 2702 2671 50 2621 78 2543 318 297 47 250 220 191 148
is_linear=0
shrinkage=0.1


Tree=3041
num_leaves=31
num_cat=0
split_feature=153 473 16 2 3 51 155 1 121 124 52 33 10 16 34 13 475 3 45 142 1429 15 2 9 158 12 1 1 129 160
split_gain=1.97401e-05 2.37293e-05 2.58605e-05 8.61053e-05 0.000164526 0.0002102 8.03651e-05 3.2608e-05 8.03742e-05 3.23871e-05 2.22631e-05 2.21555e-05 3.30823e-05 0.000268296 0.000442918 0.000144553 2.50533e-05 4.78406e-05 2.67695e-05 2.74638e-05 2.49925e-05 2.39402e-05 0.00014188 0.000113684 5.7814e-05 5.19969e-05 5.11136e-05 5.16611e-05 4.63045e-05 4.47942e-05
threshold=0.086100000000000024 -0.07576999999999999 0.62682500000000008 0.10613000000000002 -0.094874999999999987 -0.11063499999999998 0.11854500000000001 0.16540500000000002 -0.094339999999999993 0.14970500000000003 -0.56368999999999991 -0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 -0.081829999999999986 -0.081434999999999994 0.05680000000000001 -0.082094999999999987 0.094030000000000016 -1.0000000180025095e-35 0.11023000000000001 -0.10203999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10398500000000001 -0.095379999999999979 0.11751000000000002 0.11588000000000001 -0.077709999999999987 -0.081399999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 7 8 -3 10 -10 -12 13 15 -15 -13 18 -18 19 -14 21 23 -23 -21 29 -24 27 28 -27 -25
right_child=-2 2 3 4 -6 -7 -8 -9 9 -11 11 12 16 14 -16 -17 17 -19 -20 20 -22 22 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.00010925812821369619 -9.2300495927465022e-05 -0.00018314606519804027 0.00013015541713684798 0.00024147308320694025 -0.00030455576124600506 -0.0001961181934229503 0.00017661541149629136 0.00011863973241301922 -7.6307908296401267e-05 0.00012742289851303213 -9.1148502206823859e-05 4.351302924861071e-05 0.00011309681694477885 -7.1693662830512041e-05 0.00059382695937529209 -0.00026283185115971719 0.00018439751161384351 -1.5270117137333729e-05 -9.7409958972752189e-05 0.00024218982911076059 -0.00011307878754450939 -0.00019663777682006568 0.00012902348447823899 -7.0968645925657053e-05 0.00017452123713155744 -0.00012189161584501562 -9.4537851527244746e-05 0.00015151589263537476 -6.3974122924080527e-07 1.6536378590596239e-05
leaf_weight=20 23 24 20 21 26 23 26 23 38 20 26 43 21 20 20 24 21 28 29 22 20 38 30 72 20 32 60 22 1997 312
leaf_count=20 23 24 20 21 26 23 26 23 38 20 26 43 21 20 20 24 21 28 29 22 20 38 30 72 20 32 60 22 1997 312
internal_value=0 6.85255e-07 -2.02221e-08 -5.28347e-05 -0.000105118 1.27322e-05 1.57058e-06 3.40583e-08 -8.94125e-07 6.06406e-07 -2.69701e-07 7.41657e-07 1.58558e-06 5.61286e-05 0.000261067 -6.62225e-05 -5.56896e-07 7.03017e-05 -1.85487e-06 -8.07589e-07 -1.71882e-06 -8.63854e-07 -5.10259e-06 2.08174e-05 8.76246e-06 -1.70309e-06 -3.56088e-06 -8.99437e-07 -2.55204e-06 1.29186e-07
internal_weight=0 3098 3078 90 70 44 2988 2962 2939 2915 2895 2857 2831 107 40 67 2724 49 2675 2646 2625 2605 2179 426 404 2141 2111 2051 2029 384
internal_count=3121 3098 3078 90 70 44 2988 2962 2939 2915 2895 2857 2831 107 40 67 2724 49 2675 2646 2625 2605 2179 426 404 2141 2111 2051 2029 384
is_linear=0
shrinkage=0.1


Tree=3042
num_leaves=31
num_cat=0
split_feature=132 1211 393 1203 1213 0 12 130 403 16 42 481 133 1447 0 481 1453 1453 42 1456 42 483 1455 484 1455 1455 1456 1456 1456 15
split_gain=1.75056e-05 0.000467897 0.000242999 5.0113e-05 2.11129e-05 8.82626e-05 0.000108174 8.65762e-05 0.000205327 7.05777e-05 8.05739e-05 2.22003e-05 0.000112161 0.000131588 8.33395e-05 5.60722e-05 3.02808e-05 3.34839e-05 4.46387e-05 2.54918e-05 9.47674e-05 4.20229e-05 2.97118e-05 7.99778e-05 3.85056e-05 5.3945e-05 5.46151e-05 7.82938e-05 4.14924e-05 0.000181241
threshold=-0.083284999999999984 0.085535000000000014 0.12679500000000002 0.089165000000000008 0.085855000000000015 -0.086729999999999988 0.087925000000000017 0.092560000000000017 -0.45015499999999992 -0.088394999999999987 0.089015000000000025 -0.086729999999999988 0.087575000000000014 0.022105000000000003 -0.086074999999999985 -0.085629999999999984 -0.087504999999999986 -0.079499999999999987 0.084050000000000014 -0.23007499999999997 0.08623500000000002 -0.47356499999999996 0.10582500000000002 -0.070054999999999992 0.083760000000000015 1.0000000180025095e-35 0.11510000000000002 0.092265000000000014 -0.049894999999999995 -0.067579999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 11 6 -6 8 -7 -10 -11 12 13 14 -2 -13 -17 18 -18 20 -19 -21 24 -24 25 26 27 28 29 -23
right_child=2 -3 -4 -5 5 7 -8 -9 9 10 -12 15 -14 -15 -16 16 17 19 -20 21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.3017931701426845e-06 -3.6662906109086182e-05 0.00048833026488864556 -0.00034942211991278787 -0.00016920321795623752 0.00031304769214660734 -0.00029685375257395208 -8.2890949852298948e-06 0.00016826888303595215 -0.00010658406780831602 -2.8838832665877858e-05 0.00024208673301314852 -0.0001662417750637923 0.00025646999667515045 -0.00019948829611530529 0.00019957360558951873 -0.00012177407250939205 -2.077246055705473e-05 -6.4961922531626357e-05 0.00018564857108561809 -0.00014506341152203578 0.00019068791358410543 -6.9524246346725917e-05 -0.000210937482790996 4.2212158083342588e-05 7.0101413249886552e-05 -0.0001595029451312836 0.00014483313367236406 -0.00019597555081071776 -4.2067192912308771e-06 0.00028516186389606447
leaf_weight=179 32 20 20 20 22 25 20 22 22 21 23 21 20 25 28 21 20 29 22 21 29 34 24 26 73 22 25 21 2209 25
leaf_count=179 32 20 20 20 22 25 20 22 22 21 23 21 20 25 28 21 20 29 22 21 29 34 24 26 73 22 25 21 2209 25
internal_value=0 2.72626e-05 -2.05739e-06 -1.90758e-05 3.5319e-07 3.6254e-05 0.00016003 -9.75131e-06 -5.27892e-05 3.96595e-05 0.000112781 -1.68738e-06 4.34004e-05 -6.73364e-06 7.35808e-05 -3.49295e-06 -2.17895e-06 -1.2055e-06 8.73528e-05 -2.671e-06 6.2863e-05 -4.20365e-06 -3.0007e-06 -7.92997e-05 -1.41708e-06 -3.65203e-06 -2.1703e-06 -3.77584e-06 -1.99622e-06 8.07665e-05
internal_weight=0 219 2902 199 2882 155 42 113 91 66 44 2727 105 85 60 2622 2601 2580 42 2538 58 2480 2459 50 2409 2336 2314 2289 2268 59
internal_count=3121 219 2902 199 2882 155 42 113 91 66 44 2727 105 85 60 2622 2601 2580 42 2538 58 2480 2459 50 2409 2336 2314 2289 2268 59
is_linear=0
shrinkage=0.1


Tree=3043
num_leaves=31
num_cat=0
split_feature=1204 1185 1186 403 129 13 13 13 133 16 158 160 2 132 16 133 1213 1213 150 1429 15 2 2 43 16 158 4 16 1429 1429
split_gain=1.74699e-05 3.20216e-05 3.3898e-05 7.92968e-05 1.87907e-05 1.65327e-05 0.000165984 0.000104313 0.000109699 7.05615e-05 5.5547e-05 5.23191e-05 0.000124666 4.7167e-05 8.68653e-05 6.33572e-05 0.00011711 0.000212824 5.39863e-05 0.000101763 0.000126566 5.5807e-05 0.000272829 9.62513e-05 7.3294e-05 7.20511e-05 8.63779e-05 8.13789e-05 8.70106e-05 0.000120867
threshold=0.053645000000000005 -0.10973499999999999 -0.088079999999999978 -0.081499999999999989 -0.082304999999999975 -0.081829999999999986 -0.081224999999999978 -0.082574999999999982 0.088115000000000013 0.38525000000000004 0.11651000000000002 -0.52800499999999995 0.093320000000000014 0.089075000000000015 -0.39185999999999993 0.11524500000000001 0.039620000000000009 0.096825000000000008 0.087675000000000017 0.083725000000000008 -0.015744999999999999 0.090425000000000019 0.091545000000000015 -0.081374999999999989 -0.50690499999999983 0.10394000000000002 -0.082594999999999988 -0.093244999999999981 0.084770000000000012 0.057970000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 7 -7 9 -9 10 13 12 -8 15 -15 16 18 -18 21 20 -20 25 -23 -24 -25 26 -6 -28 29 -29
right_child=-2 2 4 -5 5 6 11 8 -10 -11 -12 -13 -14 14 -16 -17 17 -19 19 -21 -22 22 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.0001268607528618304 7.5942929676481685e-05 0.00021746375733409484 7.6215939982155834e-05 -3.9821232901886108e-05 0.00015438593246097513 -0.00022992726184328964 0.00025564705178840089 1.9794804169438207e-05 0.00033130971300124659 0.0001872913117404096 0.00012723282694651061 -6.4764746276207821e-06 -5.7106352715681381e-05 -6.1517841824752391e-05 0.00018403202717736885 -0.00018395587657800034 0.00039321303554970657 -9.7985253217446276e-06 3.2814771253328361e-05 -9.7462156554684048e-05 0.00030478400215294894 -0.00039610659713735396 -0.00015250269882694829 0.0001748765151370952 -2.1960057934780643e-05 -0.00015643881785264616 6.2525752511848829e-05 -3.7477247368784806e-05 0.00012854523187603005 -0.00029318666056497026
leaf_weight=20 30 23 31 25 34 33 25 26 20 20 32 1838 26 25 34 21 20 38 77 39 22 23 51 22 135 31 108 244 28 20
leaf_count=20 30 23 31 25 34 33 25 26 20 20 32 1838 26 25 34 21 20 38 77 39 22 23 51 22 135 31 108 244 28 20
internal_value=0 -7.37069e-07 8.43162e-08 8.34612e-05 -1.23956e-06 -2.04208e-06 -7.58842e-06 7.92061e-06 0.000155236 1.30292e-06 -2.40202e-06 -3.70426e-06 9.62041e-05 -6.66984e-06 7.99855e-05 -1.22697e-05 -8.22775e-06 0.000129171 -1.77831e-05 3.93548e-05 9.32524e-05 -2.91121e-05 -6.92875e-05 -3.31489e-05 5.62214e-06 -9.15401e-06 1.36633e-06 -1.16403e-05 -3.90716e-05 -5.68492e-05
internal_weight=0 3091 3071 48 3023 2992 1922 1070 46 1024 1004 1889 51 972 59 913 892 58 834 138 99 696 231 208 157 465 434 400 292 264
internal_count=3121 3091 3071 48 3023 2992 1922 1070 46 1024 1004 1889 51 972 59 913 892 58 834 138 99 696 231 208 157 465 434 400 292 264
is_linear=0
shrinkage=0.1


Tree=3044
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 16 2 132 12 153 473 16 50 472 155 1 155 1 121 375 12 12 12 12 1208 1208 403 3 403 403 403
split_gain=1.76995e-05 0.000130427 4.94295e-05 1.72714e-05 1.87038e-05 2.75625e-05 4.58731e-05 2.77812e-05 1.70812e-05 2.02139e-05 2.353e-05 9.80638e-05 4.93417e-05 3.24247e-05 6.47943e-05 3.48902e-05 3.13227e-05 6.50615e-05 2.35733e-05 2.14334e-05 6.75411e-05 8.4978e-05 3.82592e-05 2.05925e-05 5.92636e-05 4.13683e-05 0.000246798 7.93842e-05 2.03222e-05 4.77178e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.11242999999999999 -0.095094999999999985 0.097385000000000013 -0.41094499999999995 0.10016000000000001 0.086100000000000024 -0.07576999999999999 0.63636000000000015 -0.23771499999999998 -0.15279499999999999 0.11562500000000002 0.103565 0.10772000000000002 0.16540500000000002 -0.094339999999999993 0.083605000000000013 0.14786000000000002 0.12757000000000002 0.11650500000000001 0.11418000000000002 0.11846000000000001 0.106285 -0.53960999999999981 -0.085709999999999995 -0.52800499999999995 0.072365000000000027 0.0050100000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 7 -7 -6 9 -3 12 -12 -11 15 -15 16 17 -14 19 20 21 22 23 24 25 26 -19 -27 29 -29
right_child=1 8 -4 4 5 6 -8 -9 -10 10 11 -13 13 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=7.8379008109550347e-05 0.00025039482614894431 0.00010114419230376371 -0.00015402284884489579 -9.9795713547791833e-05 -7.9975027140542139e-06 0.00017191183731483762 -3.9703090788818719e-05 -0.00013600579085981562 -8.5560617077609768e-05 0.0001541070630385851 7.0349044424643665e-05 -0.00022853803765472203 -0.00016427365687074296 -0.00019370298180729152 3.177125494962988e-05 0.0001170113655881813 0.00011944469317148271 -0.00018554183712001846 -8.4189892368158334e-05 9.0798934737298028e-05 -0.00018181798266596162 0.00018253312977881603 -0.00012756563772437285 9.8321329774493787e-05 -0.00015204522249405273 -0.00018838029673960675 0.00024582552456801449 1.6685684192731244e-06 2.8235114444707901e-05 -9.030093428134871e-05
leaf_weight=20 21 20 27 25 88 20 21 21 23 21 23 21 24 25 26 26 22 21 32 27 20 26 23 22 25 22 36 2064 271 58
leaf_count=20 21 20 27 25 88 20 21 21 23 21 23 21 24 25 26 26 22 21 32 27 20 26 23 22 25 22 36 2064 271 58
internal_value=0 2.08394e-06 -2.72133e-05 -9.65509e-06 -1.97161e-05 -6.36953e-06 6.35237e-05 -3.26596e-05 2.72079e-07 9.63551e-07 2.56809e-07 -7.23016e-05 1.40069e-06 2.42987e-07 -7.87553e-05 1.72475e-06 6.11698e-07 -3.67084e-07 1.11904e-06 2.16297e-06 1.23825e-06 2.66392e-06 8.2419e-07 1.99647e-06 1.14779e-06 2.69707e-06 8.69007e-05 7.09657e-07 2.44805e-06 -8.45207e-07
internal_weight=0 2899 222 195 175 150 41 109 2878 2855 2835 44 2791 2770 51 2719 2693 2671 2647 2615 2588 2568 2542 2519 2497 2472 57 2415 2393 2122
internal_count=3121 2899 222 195 175 150 41 109 2878 2855 2835 44 2791 2770 51 2719 2693 2671 2647 2615 2588 2568 2542 2519 2497 2472 57 2415 2393 2122
is_linear=0
shrinkage=0.1


Tree=3045
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 393 1213 0 2 0 15 12 403 2 1208 403 1210 1213 375 124 10 9 2 3 2 0 0 124 42 160 160
split_gain=1.67548e-05 0.000479964 0.000240393 9.83505e-05 1.86244e-05 1.80331e-05 7.2161e-05 9.46716e-05 7.60948e-05 5.35632e-05 0.000106184 1.92166e-05 0.000229963 6.01962e-05 7.76526e-05 3.30468e-05 1.8916e-05 2.50855e-05 2.22154e-05 3.56962e-05 0.000130563 6.75199e-05 0.000107212 7.29829e-05 3.26968e-05 4.84652e-05 5.72904e-05 4.7895e-05 2.32913e-05 0.00012419
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.098330000000000015 0.086260000000000017 -0.086729999999999988 0.087245000000000003 -0.082724999999999979 0.086195000000000008 0.095175000000000023 -0.54448499999999989 0.083935000000000023 0.10233500000000001 -0.44023999999999991 0.087415000000000007 0.065605000000000011 1.0000000180025095e-35 -0.083229999999999985 0.053330000000000009 0.092410000000000006 -0.080614999999999978 -0.086424999999999988 -0.0091949999999999983 -0.026509999999999995 -0.09515499999999999 -0.087424999999999989 0.086325000000000013 0.08325500000000001 0.088405000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 11 7 -7 -8 -10 -11 12 -4 14 -13 16 17 18 24 21 -21 22 -20 -23 25 27 -27 -16 -25 -30
right_child=2 -3 4 -5 -6 6 8 -9 9 10 -12 13 -14 -15 15 -17 -18 -19 19 20 -22 23 -24 28 -26 26 -28 -29 29 -31
leaf_value=2.0835505494503881e-06 -0.00033131704496389087 0.00048124640008955752 -0.00030291461355417323 -0.00023179793082817924 7.5196063853306421e-05 0.00030196109582902864 -0.00016697928338089697 1.3478545456151056e-06 0.00015396601503688055 -0.00012828419913763785 0.0001620992453172221 -0.00016550666934625922 0.00010899491685312101 0.00012566959802951273 0.00014410335484048905 0.00012398047240259031 -8.2283296872227428e-05 -9.3529424448049751e-05 -2.7009598257295278e-05 -0.00022912825317752294 7.3611634538143082e-05 -0.00016921354689167437 0.00029289530328242109 3.3156806863351857e-06 0.00013567523606720247 -0.00018497148772612926 3.9075961758499034e-05 -3.7282546266699985e-05 -0.00019816041416118892 -2.535925734098948e-06
leaf_weight=178 22 21 23 20 33 20 24 22 26 34 20 29 33 37 37 21 29 29 22 29 28 26 20 1939 28 21 25 24 37 264
leaf_count=178 22 21 23 20 33 20 24 22 26 34 20 29 33 37 37 21 29 29 22 29 28 26 20 1939 28 21 25 24 37 264
internal_value=0 2.66716e-05 -2.01279e-06 -2.15408e-05 5.0273e-07 -3.63052e-07 3.38686e-05 0.000144497 -1.08083e-05 3.6043e-05 -2.07348e-05 -2.21341e-06 -6.01822e-05 -9.86093e-07 -2.78297e-06 -9.53198e-07 -1.97885e-06 -1.058e-06 1.46727e-08 -2.23753e-06 -8.04139e-05 -3.06834e-07 0.000125326 -2.63542e-06 3.947e-05 1.42948e-05 -6.32066e-05 7.27384e-05 -7.01926e-07 -2.65828e-05
internal_weight=0 219 2902 198 2880 2847 146 42 104 80 54 2701 56 2645 2608 2579 2558 2529 2500 2365 57 2308 42 2266 135 107 46 61 2240 301
internal_count=3121 219 2902 198 2880 2847 146 42 104 80 54 2701 56 2645 2608 2579 2558 2529 2500 2365 57 2308 42 2266 135 107 46 61 2240 301
is_linear=0
shrinkage=0.1


Tree=3046
num_leaves=31
num_cat=0
split_feature=132 1203 1185 1429 156 11 52 472 1428 475 475 154 1446 133 403 133 1210 133 0 43 0 158 43 43 130 39 40 39 43 16
split_gain=1.74774e-05 0.000125801 0.000118452 1.73492e-05 5.35707e-05 1.90345e-05 9.42108e-05 3.38312e-05 2.89592e-05 4.51465e-05 4.45164e-05 3.19627e-05 2.61061e-05 0.000151658 7.41334e-05 0.000165508 6.78141e-05 5.79285e-05 3.89654e-05 8.0208e-05 0.00020983 0.000145521 5.27597e-05 3.44472e-05 6.75174e-05 4.88806e-05 4.0268e-05 3.78897e-05 3.53452e-05 5.88277e-05
threshold=-0.083449999999999983 0.089480000000000018 -0.087384999999999977 -0.23752499999999996 0.32523500000000005 0.095720000000000013 -0.21968999999999997 -0.096814999999999998 -0.071779999999999997 0.051590000000000004 0.087550000000000017 0.085530000000000009 0.083715000000000026 0.10995500000000001 -0.54856499999999986 0.40431 -0.41266499999999995 0.087170000000000011 -0.090644999999999989 -0.013024999999999998 -0.081459999999999991 0.10398500000000001 -0.078139999999999973 -0.45785999999999999 -0.22699999999999995 0.10940500000000002 0.05433000000000001 0.10484500000000001 -0.17390999999999998 -0.046599999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 7 -7 -5 -9 11 -11 12 14 17 15 -10 -16 18 22 20 -20 -21 -14 -18 -25 27 -27 28 29 -26
right_child=2 -3 3 4 -6 6 -8 8 9 10 -12 -13 13 -15 16 -17 23 -19 19 21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-3.0651293019793822e-06 0.00023319877688085066 -0.00026635045211151012 -9.2537409800570457e-05 0.00012175842943100217 0.00016401460685301573 -0.0002267134849153947 3.6001055531624637e-05 -0.00010939554228267905 -0.00034402575809508565 0.00020111843828503467 1.5121589334035714e-05 -0.00012681881235039328 -0.00014426346751861274 0.00025497957604885517 0.00017833294176463306 4.5481164715965863e-05 7.1396301063941794e-05 -0.00011239385130465963 0.00034536749544713532 0.00011757002948262893 -4.5341988698055506e-05 -0.00019339184706310605 6.8846529965022846e-05 -0.00018262644686425726 2.6203246223023879e-05 0.00013299358887842514 -2.6210663630384564e-05 -0.0001421313734681462 -1.8346897755165906e-06 -0.00018094755379996938
leaf_weight=196 22 20 20 23 20 21 39 24 20 22 31 20 26 27 21 24 62 36 27 34 28 27 21 21 26 47 24 20 2143 29
leaf_count=196 22 20 20 23 20 21 39 24 20 22 31 20 26 27 21 24 62 36 27 34 28 27 21 21 26 47 24 20 2143 29
internal_value=0 -2.74434e-05 2.04055e-06 2.76593e-07 9.24961e-07 -2.22345e-07 -5.5949e-05 9.79093e-07 -2.74019e-08 9.31968e-07 9.23278e-05 -8.73467e-07 7.2424e-08 3.25856e-05 -2.94275e-06 -0.000131567 -5.77732e-07 2.41154e-06 2.77673e-05 5.88892e-05 0.000146461 -2.00688e-05 -4.90441e-05 -2.16168e-06 -4.13596e-06 -2.49844e-06 7.91781e-05 -5.11297e-06 -3.86621e-06 -8.30217e-05
internal_weight=0 216 2905 2883 2863 2843 60 2783 2760 2736 53 2683 2663 226 2437 44 2393 199 163 116 55 61 47 2372 2310 2289 71 2218 2198 55
internal_count=3121 216 2905 2883 2863 2843 60 2783 2760 2736 53 2683 2663 226 2437 44 2393 199 163 116 55 61 47 2372 2310 2289 71 2218 2198 55
is_linear=0
shrinkage=0.1


Tree=3047
num_leaves=31
num_cat=0
split_feature=40 4 33 42 34 39 52 33 9 15 147 151 447 0 1365 3 3 3 3 15 0 1209 2 2 1 16 3 1447 15 1
split_gain=1.81909e-05 5.70696e-05 1.89671e-05 4.90162e-05 4.02676e-05 0.000136384 0.00017305 6.16307e-05 2.08516e-05 2.86795e-05 1.95521e-05 8.51412e-05 4.84935e-05 3.26412e-05 2.22969e-05 2.65644e-05 0.000239285 0.000171233 0.000153281 0.000132076 8.11484e-05 5.22192e-05 5.82438e-05 0.000148338 0.000141882 0.000137688 0.00010954 0.000140659 0.000112883 9.18207e-05
threshold=-0.24620999999999996 0.63556000000000001 0.085305000000000006 0.087505000000000013 -0.057544999999999992 0.089790000000000023 -0.084699999999999984 -1.0000000180025095e-35 0.085555000000000006 -0.41942499999999994 0.095485000000000014 -0.075199999999999989 0.089395000000000016 -0.26343999999999995 0.087370000000000017 -0.083489999999999995 -0.084074999999999997 -0.08323499999999999 -0.084319999999999992 0.086085000000000009 0.10455500000000001 -0.092099999999999987 0.083865000000000009 0.084415000000000004 0.086255000000000012 -0.072804999999999981 -0.082594999999999988 -0.010529999999999999 0.11601500000000002 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -6 10 -10 12 -12 13 -9 15 16 18 -17 -15 -18 21 -19 24 -24 25 -23 -26 -28 29 -29
right_child=1 -3 3 -5 7 -7 -8 8 9 -11 11 -13 -14 14 -16 17 19 20 -20 -21 -22 22 23 -25 26 -27 27 28 -30 -31
leaf_value=9.5064114284468821e-05 -1.0739912031567656e-05 -0.00016490537049581431 -0.00017860295905848035 4.2793089560291266e-05 -0.0001753106411342742 -8.4802409287476624e-05 0.00040525325894122947 0.00012148990731061945 -1.363642583046818e-05 0.00014974356330309423 0.00022402811984647997 -3.2061202698575993e-05 -0.00011356681892433891 6.2464331033002422e-06 8.6431323293724975e-05 -0.0002693576863966882 6.4220578781754259e-05 0.00013052344298118663 -0.00026054979534819724 0.00040311335431634571 -0.00015856236537622277 -2.9845311339316971e-05 0.00026362644637794637 1.5036788277709661e-06 -0.00021420502954382615 -0.00037586326975345047 0.0001885989022516047 6.7141878855636608e-05 -0.0002007591278925247 -5.1220780607787056e-05
leaf_weight=20 20 21 20 20 20 30 20 22 21 22 20 37 38 1017 29 25 23 29 22 23 34 23 22 1157 26 23 35 112 32 158
leaf_count=20 20 21 20 20 20 30 20 22 21 22 20 37 38 1017 29 25 23 29 22 23 34 23 22 1157 26 23 35 112 32 158
internal_value=0 -6.13118e-07 5.07057e-07 -6.79049e-05 1.40721e-06 7.63742e-05 0.000197257 -3.59684e-07 8.26424e-07 6.99533e-05 -1.96093e-07 5.77947e-05 -1.35591e-06 1.60454e-07 -7.96265e-07 -1.71246e-06 1.04785e-05 -9.60459e-06 5.97235e-07 0.000233667 -5.67132e-06 -2.45655e-06 -4.88502e-06 6.39486e-06 -3.74009e-05 -0.000202854 -1.64343e-05 -1.17603e-06 -2.31698e-05 -2.1222e-06
internal_weight=0 3101 3080 40 3040 70 40 2970 2950 43 2907 57 2850 2812 2790 2761 1085 1676 1039 46 1651 1617 1588 1179 409 46 363 337 302 270
internal_count=3121 3101 3080 40 3040 70 40 2970 2950 43 2907 57 2850 2812 2790 2761 1085 1676 1039 46 1651 1617 1588 1179 409 46 363 337 302 270
is_linear=0
shrinkage=0.1


Tree=3048
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 130 40 12 12 42 1456 153 3 399 0 403 12 3 402 1210 1210 132 131 1210 1210 1209 1210 42 13 401 43
split_gain=1.67515e-05 0.000497316 0.000228799 0.000104381 1.6528e-05 2.49443e-05 2.72817e-05 3.31376e-05 5.39657e-05 2.80913e-05 3.76956e-05 2.14814e-05 2.0768e-05 3.0038e-05 1.91484e-05 0.000129395 7.20104e-05 5.51205e-05 3.68556e-05 3.72821e-05 2.39692e-05 3.35169e-05 2.68761e-05 4.0478e-05 6.39264e-05 4.21107e-05 2.66667e-05 0.000109529 6.3507e-05 0.000173676
threshold=-0.083284999999999984 0.10022000000000002 -0.087384999999999977 0.089480000000000018 -0.23123999999999997 -0.24290999999999999 0.13043000000000002 0.11586 0.10369500000000002 0.11510000000000002 1.0000000180025095e-35 -0.049509999999999992 -0.065739999999999979 -0.081094999999999987 -0.53960999999999981 0.092355000000000007 -0.085384999999999975 0.23460000000000003 -0.094799999999999982 -0.085329999999999975 0.13831000000000002 0.11684000000000001 -0.07983999999999998 -0.064799999999999983 -0.077594999999999983 -1.0000000180025095e-35 0.11839500000000001 -0.066634999999999986 -1.0000000180025095e-35 0.055925000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 7 9 -9 10 12 -8 13 -7 15 16 -14 18 -16 -20 21 22 -21 -24 -25 -26 28 -28 29 -27
right_child=2 -3 4 -5 5 6 11 8 -10 -11 -12 -13 14 -15 17 -17 -18 -19 19 20 -22 -23 23 24 25 26 27 -29 -30 -31
leaf_value=1.9306635989819321e-06 -0.00033907481556525457 0.00048938760294168744 8.4758422362147431e-05 -0.00023901439844848938 -0.00011164023018864101 -3.9517992149740166e-06 0.00014532661124299606 6.4432487956115185e-06 -0.00020862959194346332 8.4905968217823951e-05 -0.0001309384251726442 5.4373013665012662e-06 6.1607796451426113e-05 0.00014234263676917182 0.00012813286316073078 0.00019277574389407699 -0.00020673966566846504 -0.00014437649224419147 -0.00013147131597758164 0.00011131648766639132 -9.109889104930235e-05 8.2225633823141764e-05 -0.00013152290260525962 0.00015199328783502871 -0.00012251760756420293 -0.00032715861075086565 0.00022357284429017456 -5.3920437229945417e-05 -6.9522396284053443e-07 8.4594770305557185e-05
leaf_weight=178 20 21 23 20 20 32 23 28 20 39 22 21 20 25 22 34 20 27 22 21 29 49 24 27 29 21 25 33 2206 20
leaf_count=178 20 21 23 20 20 32 23 28 20 39 22 21 20 25 22 34 20 27 22 21 29 49 24 27 29 21 25 33 2206 20
internal_value=0 2.6669e-05 -2.01257e-06 -2.24072e-05 3.26515e-07 -3.5272e-07 4.31271e-07 -7.98683e-07 -8.31704e-05 6.40649e-07 -5.72921e-07 7.85613e-05 4.94853e-07 6.02124e-05 -7.99899e-07 4.93478e-05 -7.25659e-05 -2.25232e-06 -7.34377e-07 -1.86569e-06 -7.17818e-07 3.4982e-07 -1.31764e-06 -2.30939e-06 -9.9591e-07 -2.76571e-06 -1.25907e-06 6.56887e-05 -2.98714e-06 -0.000126303
internal_weight=0 219 2902 198 2882 2859 2839 2795 48 2747 2708 44 2686 57 2629 74 40 2555 2528 2506 2484 2455 2406 2385 2361 2334 2305 58 2247 41
internal_count=3121 219 2902 198 2882 2859 2839 2795 48 2747 2708 44 2686 57 2629 74 40 2555 2528 2506 2484 2455 2406 2385 2361 2334 2305 58 2247 41
is_linear=0
shrinkage=0.1


Tree=3049
num_leaves=31
num_cat=0
split_feature=1208 2 0 403 1213 15 402 400 130 133 132 393 43 1185 1185 15 479 15 15 15 42 160 1455 1455 15 133 3 1455 51 2
split_gain=1.75873e-05 0.00011464 0.000169795 3.40494e-05 0.000184076 4.04787e-05 3.38497e-05 2.10852e-05 9.02001e-05 6.18467e-05 1.81018e-05 6.8173e-05 5.85536e-05 1.76611e-05 3.9822e-05 1.86465e-05 7.47322e-05 4.81284e-05 3.64261e-05 3.8704e-05 0.000203561 3.99877e-05 4.72958e-05 5.98901e-05 3.96281e-05 3.27468e-05 5.48936e-05 2.96777e-05 2.70282e-05 0.000134045
threshold=0.098655000000000007 0.094215000000000007 -0.070499999999999993 -0.5335399999999999 0.04198000000000001 0.089295000000000013 0.23460000000000003 -0.090569999999999998 0.087380000000000013 -0.029034999999999995 -0.083174999999999985 0.098330000000000015 -0.010739999999999998 0.085905000000000009 0.090595000000000009 0.12044500000000001 0.11327500000000001 0.13592500000000005 0.11728000000000001 0.11171000000000002 0.090470000000000009 -0.57146499999999989 -0.14432499999999995 -0.08045999999999999 0.10549000000000001 0.10397500000000001 -0.05647499999999999 -0.018454999999999996 -0.44986999999999994 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 7 8 9 -5 12 13 -9 15 -15 16 18 -17 19 21 -21 -12 -23 -24 27 26 -19 -25 29 -29
right_child=1 -3 -4 6 -6 -7 -8 10 -10 -11 11 -13 -14 14 -16 17 -18 25 -20 20 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00015139024344534846 4.4882424451013021e-05 0.00014291590098634645 -0.00033973091684112499 8.4165888983989129e-06 0.00031482166072930256 4.980283527402207e-05 -0.00011626948870252817 -0.00015612549691614995 -0.00011360699510467903 0.0002465190705455219 0.00012697911746120856 0.00014429589438915365 -6.3358222982832095e-06 0.00014216425738090442 -2.9584901252140602e-05 0.00013376761837409707 -0.00019588535884395241 -0.00015896475554958063 0.00010099001071520273 -0.00033580735755094792 8.1901874831861034e-05 -0.00011341743229422719 0.00012035909938276745 -0.00011737588698135529 0.00013050045360862649 0.00010505121804488313 3.061965322731773e-05 -0.00026443174685395902 -1.6362630019804074e-06 8.1520345095971919e-05
leaf_weight=20 24 21 22 20 21 20 25 31 21 24 24 33 165 27 27 36 20 24 34 20 28 38 40 23 22 21 42 21 2203 24
leaf_count=20 24 21 22 20 21 20 25 31 21 24 24 33 165 27 27 36 20 24 34 20 28 38 40 23 22 21 42 21 2203 24
internal_value=0 -5.06816e-05 -0.000139063 1.11187e-06 7.50739e-05 -5.07937e-05 -3.9554e-07 5.80488e-07 5.69083e-05 0.000138291 -6.80729e-07 1.44409e-06 -3.0027e-05 -3.18855e-07 5.62897e-05 -1.4856e-06 -3.35797e-06 3.6525e-05 -1.80345e-06 -3.23405e-06 -9.21436e-05 -1.45215e-06 -2.75217e-06 -9.49652e-07 -3.06581e-06 -3.71325e-06 -3.83201e-05 -4.35971e-06 -3.20341e-06 -7.9924e-05
internal_weight=0 67 46 3054 61 40 2993 2968 65 44 2903 2707 196 2674 54 2620 2497 123 2477 2443 48 2395 2371 2333 2293 87 66 2271 2248 45
internal_count=3121 67 46 3054 61 40 2993 2968 65 44 2903 2707 196 2674 54 2620 2497 123 2477 2443 48 2395 2371 2333 2293 87 66 2271 2248 45
is_linear=0
shrinkage=0.1


Tree=3050
num_leaves=31
num_cat=0
split_feature=402 1212 402 401 1213 1211 1211 1211 1213 393 3 402 401 402 1212 52 1212 1210 1210 1210 1213 1210 1210 43 12 12 1213 156 12 12
split_gain=1.95162e-05 2.82739e-05 2.34533e-05 2.35227e-05 2.25529e-05 3.9702e-05 5.98727e-05 3.20403e-05 3.86805e-05 7.08103e-05 5.64634e-05 2.24132e-05 3.11998e-05 0.000103087 2.31767e-05 4.03187e-05 3.55349e-05 0.000104808 6.87697e-05 3.02958e-05 8.08197e-05 2.45438e-05 2.65879e-05 7.0687e-05 2.20979e-05 0.000120464 7.70142e-05 7.18417e-05 7.74453e-05 0.000134367
threshold=0.31278000000000006 0.15049500000000002 0.13597000000000001 0.12828500000000001 0.51258500000000007 0.12162000000000002 0.11048500000000001 0.10326000000000002 0.11076500000000002 0.12069000000000002 -0.082794999999999994 -0.45454999999999995 -0.06959499999999999 -0.41103999999999991 -0.14780999999999997 0.087555000000000008 -0.08867499999999999 -0.090569999999999998 -0.083289999999999989 -0.079504999999999978 0.099360000000000018 -0.066709999999999978 -0.0091799999999999989 -0.035139999999999991 0.09141500000000001 0.091840000000000019 -0.077179999999999985 -0.092624999999999985 0.090165000000000009 0.089410000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 11 -10 -1 -13 -14 15 -15 -16 -18 -19 -20 21 -21 23 -23 27 -26 -27 -24 29 -29
right_child=-2 -3 -4 -5 -6 -7 -8 -9 10 -11 -12 12 13 14 16 -17 17 18 19 20 -22 22 24 -25 25 26 -28 28 -30 -31
leaf_value=9.4177435617893946e-05 9.607765317750386e-05 -0.00011629070802536306 7.8213158590905983e-05 -0.00010893023543758318 0.00010314851304948597 -0.0001238802663675205 0.00013847835615442524 -0.00012736551852867705 -0.00016990417998385965 0.00018421361133472863 3.0670382024254647e-05 0.00010050970706894683 -0.00022274230233008333 1.1378414861750432e-05 9.5614163915459544e-05 -0.00017747745776432568 -0.00017244552711157929 0.00017780667879957368 -9.3516937083811241e-05 0.0001102472922502784 0.0001968769048592852 5.3172391959709459e-05 -0.00014962049751963659 -0.00019498767069308089 0.00019877215321792072 0.00019950587418861689 4.3774435458568593e-07 -3.9113754495608456e-06 -9.8928397816280269e-05 0.00014387719010073853
leaf_weight=25 21 21 38 20 21 26 31 20 32 21 25 30 21 26 39 20 35 22 34 20 21 22 34 24 34 20 687 1587 80 64
leaf_count=25 21 21 38 20 21 26 31 20 32 21 25 30 21 26 39 20 35 22 34 20 21 22 34 24 34 20 687 1587 80 64
internal_value=0 -6.50845e-07 1.37865e-07 -8.37756e-07 -1.22148e-07 -8.45043e-07 2.30584e-07 -1.22564e-06 -3.62559e-07 1.25974e-06 -8.19329e-05 -9.07109e-08 -9.26421e-07 -2.01713e-06 -3.4316e-07 -7.07328e-05 8.45942e-07 -5.31093e-07 1.74033e-06 2.65852e-07 1.49555e-06 -9.97068e-08 -9.64495e-07 -7.63024e-05 4.18404e-07 1.49111e-05 6.06909e-06 -5.66605e-06 -2.83852e-06 1.81756e-06
internal_weight=0 3100 3079 3041 3021 3000 2974 2943 2923 2866 57 2845 2820 2790 2769 46 2723 2684 2649 2627 2593 2572 2552 46 2506 741 707 1765 1731 1651
internal_count=3121 3100 3079 3041 3021 3000 2974 2943 2923 2866 57 2845 2820 2790 2769 46 2723 2684 2649 2627 2593 2572 2552 46 2506 741 707 1765 1731 1651
is_linear=0
shrinkage=0.1


Tree=3051
num_leaves=31
num_cat=0
split_feature=40 130 121 132 1203 1204 130 50 1185 16 16 2 3 52 472 1429 11 52 475 475 474 33 47 47 9 1366 1375 1375 1375 124
split_gain=1.74907e-05 4.91677e-05 4.29626e-05 1.69791e-05 0.000474056 0.000237214 0.000611391 0.000119419 9.02692e-05 1.65945e-05 2.44766e-05 2.4318e-05 2.57947e-05 2.30774e-05 1.60064e-05 3.73559e-05 1.97711e-05 8.72867e-05 4.42973e-05 2.876e-05 5.55368e-05 2.09044e-05 2.49105e-05 0.000124293 0.000105173 3.18228e-05 3.50607e-05 3.18861e-05 3.90129e-05 3.17777e-05
threshold=-0.24620999999999996 -0.22699999999999995 -0.085749999999999979 -0.083284999999999984 0.089165000000000008 -0.082199999999999981 0.006490000000000001 0.10022000000000002 -0.083264999999999992 -0.097644999999999996 -0.090054999999999982 0.097385000000000013 -0.083154999999999993 0.085815000000000016 -0.38234499999999999 -0.23587499999999997 0.095720000000000013 -0.090859999999999982 0.093020000000000005 0.061570000000000007 -0.26322499999999993 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.09055500000000001 -0.084554999999999977 0.089070000000000024 0.084665000000000018 0.083945000000000006 -0.063929999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 6 -5 9 -7 -4 -11 12 13 -12 -10 -16 18 -18 19 20 -17 -22 24 -24 25 -23 27 28 -27 -25
right_child=1 2 3 5 -6 8 -8 -9 14 10 11 -13 -14 -15 15 16 17 -19 -20 -21 21 22 23 29 -26 26 -28 -29 -30 -31
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leaf_weight=20 22 21 25 26 23 20 20 20 24 27 35 36 22 31 21 20 22 32 25 24 28 21 24 22 33 2164 38 26 20 229
leaf_count=20 22 21 25 26 23 20 20 20 24 27 35 36 22 31 21 20 22 32 25 24 28 21 24 22 33 2164 38 26 20 229
internal_value=0 -6.012e-07 4.63177e-07 -5.15707e-07 2.6313e-05 -2.58527e-06 -0.000227824 -2.40868e-05 1.12436e-06 2.22597e-06 -1.02682e-05 8.51885e-06 -1.98057e-05 1.14525e-05 -4.0241e-07 3.07479e-07 -7.15294e-07 -6.06222e-05 4.94495e-07 -7.5587e-07 2.40439e-07 -1.03405e-06 -1.0029e-07 2.83456e-05 -3.49848e-06 -9.20739e-07 -2.06536e-06 -4.27764e-07 -1.73835e-06 7.55702e-06
internal_weight=0 3101 3079 3058 219 2839 46 196 2793 176 151 124 88 66 2773 2749 2728 54 2674 2649 2625 2605 2577 275 2302 2269 2248 2210 2184 251
internal_count=3121 3101 3079 3058 219 2839 46 196 2793 176 151 124 88 66 2773 2749 2728 54 2674 2649 2625 2605 2577 275 2302 2269 2248 2210 2184 251
is_linear=0
shrinkage=0.1


Tree=3052
num_leaves=31
num_cat=0
split_feature=130 39 132 1185 1203 1201 398 0 0 12 3 52 42 1429 156 33 9 16 41 42 3 4 471 11 11 0 16 4 129 402
split_gain=1.82833e-05 2.71133e-05 1.67508e-05 0.000103818 6.73015e-05 1.89482e-05 1.77898e-05 2.82774e-05 2.5222e-05 6.33269e-05 6.50922e-05 4.01443e-05 3.40482e-05 1.75417e-05 4.67475e-05 1.65494e-05 2.05189e-05 0.000125096 3.18991e-05 7.42692e-05 2.39904e-05 4.00826e-05 2.19073e-05 2.33126e-05 0.000117754 5.70796e-05 2.28335e-05 0.00020735 5.49892e-05 3.8745e-05
threshold=-0.23123999999999997 0.15619500000000003 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.081779999999999978 0.10586000000000002 -0.098289999999999975 -0.087084999999999982 0.11418000000000002 -0.080484999999999987 0.087435000000000013 -0.015274999999999999 -0.23752499999999996 0.32523500000000005 -0.044254999999999996 0.088235000000000022 -0.059624999999999991 0.086565000000000017 0.094525000000000012 -0.24190499999999995 -0.35136499999999998 0.10277000000000001 0.093740000000000018 0.084110000000000004 -0.066089999999999996 -0.15241499999999997 -0.064804999999999988 -0.082959999999999992 0.098505000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -5 7 -2 12 10 11 -10 -9 -7 15 -15 18 -18 20 -20 21 -17 23 24 26 -25 27 -22 -28 -29
right_child=1 -3 3 5 -6 13 -8 8 9 -11 -12 -13 -14 14 -16 16 17 -19 19 -21 22 -23 -24 25 -26 -27 28 29 -30 -31
leaf_value=8.8829420596796458e-05 -0.00011758928252068775 -0.0001167160640761722 0.00022367232348707541 9.0902671724071973e-05 -0.00017435241442298219 -9.3552275939146059e-05 7.6726929787533353e-05 0.00013639604283945608 2.1009858360879921e-05 -0.00017451929816161285 0.00015995260367741469 -0.00015659075383155142 -3.4802450682036581e-05 8.572367855363569e-05 0.00015277157945092767 -0.00013359408567859126 5.2589756199489096e-05 -0.00024852746778792197 0.00022942754032555967 -4.7043452988353767e-06 -0.00033817440373240971 3.0322223763225619e-05 9.2878397932508967e-05 4.25259598705452e-05 0.00023035396840317512 -0.00019638735143416854 0.00016698370280209928 1.3775318778097705e-06 3.8034695237281048e-07 -0.00014203906190232373
leaf_weight=23 24 20 21 23 27 20 23 26 35 23 22 20 21 22 20 35 37 22 20 42 20 26 25 20 22 20 20 324 2098 20
leaf_count=23 24 20 21 23 27 20 23 26 35 23 22 20 21 22 20 35 37 22 20 42 20 26 25 20 22 20 20 324 2098 20
internal_value=0 -6.5949e-07 9.46134e-08 2.14637e-06 -2.64296e-05 5.06012e-07 -5.84245e-06 -1.69483e-05 -5.17081e-07 -2.89146e-05 1.45778e-05 -4.35722e-05 5.99031e-05 -2.331e-07 4.35136e-07 -6.63576e-07 -1.35442e-06 -5.96912e-05 -7.58672e-08 7.08221e-05 -1.74723e-06 -6.37281e-05 -2.75511e-07 -1.19094e-06 1.89618e-08 -7.69307e-05 -2.02269e-06 -2.51592e-05 1.95356e-06 -6.96064e-06
internal_weight=0 3098 3078 2857 221 2836 194 171 147 100 77 55 47 2813 2793 2773 2751 59 2692 62 2630 61 2569 2544 2504 40 2482 364 2118 344
internal_count=3121 3098 3078 2857 221 2836 194 171 147 100 77 55 47 2813 2793 2773 2751 59 2692 62 2630 61 2569 2544 2504 40 2482 364 2118 344
is_linear=0
shrinkage=0.1


Tree=3053
num_leaves=31
num_cat=0
split_feature=472 1429 132 50 1185 1203 448 0 48 1429 447 474 474 1429 475 1429 1455 3 1455 158 160 158 1455 1446 471 51 157 4 157 12
split_gain=1.85472e-05 3.29236e-05 1.64001e-05 0.000484868 0.000263946 0.000111474 1.61679e-05 7.20252e-05 2.6407e-05 4.40003e-05 3.28283e-05 2.30809e-05 3.3548e-05 3.03917e-05 7.81994e-05 2.88882e-05 2.41551e-05 6.78645e-05 3.86276e-05 5.85383e-05 2.75135e-05 3.10793e-05 4.96963e-05 2.68571e-05 4.12492e-05 5.6111e-05 3.33265e-05 0.000207944 0.000117561 0.000105546
threshold=-0.38234499999999999 -0.23587499999999997 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.068920000000000023 -0.26609999999999995 -0.11278499999999998 -0.094049999999999981 0.094580000000000011 0.11147000000000001 0.10716000000000002 -0.069929999999999978 -0.011519999999999997 -0.011139999999999999 -0.092919999999999989 -0.08323499999999999 -0.088559999999999986 -0.4686749999999999 0.51752500000000012 -0.25150999999999996 -0.018454999999999996 0.11655500000000001 0.086465000000000014 -0.023524999999999997 -0.087424999999999989 -0.0094449999999999968 -0.086394999999999986 0.093965000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 7 -6 -9 -10 11 12 13 14 -11 -15 17 -17 -18 -20 21 -21 -23 24 26 -26 27 29 -28 -24
right_child=1 2 4 -5 6 -7 -8 8 9 10 -12 -13 -14 15 -16 16 18 -19 19 20 -22 22 23 -25 25 -27 28 -29 -30 -31
leaf_value=-8.7570313189644375e-05 0.00011987720262487015 3.9478433971216978e-06 -0.00034726481098914521 0.00049542704393388702 0.0001813178535402668 -0.00024512061760106007 -8.9141724020009859e-05 8.8592801385499174e-05 -0.00014918110791768414 -4.0227040433539796e-05 -0.00012796563526535466 8.1304930042408951e-05 -0.00012632733005808579 -0.00010015123853949703 0.0002129062454712213 -5.344232646668138e-05 -0.00013639674829651736 0.00015211246874160782 0.00014906337830605202 -0.00010578751921927726 9.8621940627776058e-05 -0.00013655493468697254 0.00013086202294331555 -9.748493538869039e-05 -8.4774944428188203e-07 0.00021539090625343046 0.00021719135470266339 -0.00028167588923303091 -8.9017136483371839e-07 -0.00014264344271006329
leaf_weight=24 23 177 22 20 22 20 20 33 20 26 20 35 21 29 23 29 21 36 26 29 27 27 43 28 28 21 25 29 2196 21
leaf_count=24 23 177 22 20 22 20 20 33 20 26 20 35 21 29 23 29 21 36 26 29 27 27 43 28 28 21 25 29 2196 21
internal_value=0 6.78628e-07 -2.13229e-07 2.62898e-05 -2.22624e-06 -2.13383e-05 4.5131e-07 1.08785e-06 -3.31792e-07 -1.39502e-06 -3.1629e-07 6.22308e-07 -4.29421e-07 5.63017e-07 7.85906e-05 -8.99068e-07 2.13969e-07 6.04034e-05 -1.33792e-06 -2.03426e-07 -1.77212e-06 -2.87986e-06 -1.64564e-06 -1.22202e-07 1.03148e-06 9.1826e-05 -8.91132e-07 -5.95381e-05 1.5646e-06 4.1118e-05
internal_weight=0 3097 3074 217 2857 197 2835 2815 2793 2760 2740 2720 2685 2664 49 2615 2586 65 2521 2500 2474 2447 2418 2391 2363 49 2314 93 2221 64
internal_count=3121 3097 3074 217 2857 197 2835 2815 2793 2760 2740 2720 2685 2664 49 2615 2586 65 2521 2500 2474 2447 2418 2391 2363 49 2314 93 2221 64
is_linear=0
shrinkage=0.1


Tree=3054
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 0 12 2 133 402 402 402 131 131 131 483 482 482 482 42 39 2 1427 1427 1429 483 483 483 159 483
split_gain=1.7416e-05 0.000115791 4.00935e-05 1.83711e-05 4.18721e-05 1.77217e-05 2.1595e-05 3.92755e-05 4.69899e-05 1.58762e-05 2.33827e-05 2.5407e-05 1.83468e-05 2.63577e-05 2.69176e-05 2.26439e-05 3.23709e-05 3.09093e-05 2.82649e-05 0.000115766 5.63969e-05 5.58534e-05 2.64095e-05 3.22789e-05 2.59771e-05 2.62391e-05 9.24786e-05 2.90121e-05 7.48592e-05 4.74282e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 -0.11242999999999999 0.11418000000000002 0.097385000000000013 -0.40071499999999999 0.31278000000000006 0.13924000000000003 0.13116000000000003 0.13834500000000002 0.13052000000000002 0.11925000000000001 0.13027000000000002 0.11524000000000002 0.10932500000000002 0.090355000000000005 0.089015000000000025 0.15619500000000003 0.092120000000000021 0.08901000000000002 0.08486500000000001 -0.094049999999999981 0.10761000000000003 0.10200000000000002 0.095085000000000017 0.03981500000000001 0.092110000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 9 -1 7 8 -7 10 11 12 13 14 15 16 17 18 20 21 22 -20 23 24 -5 26 27 29 -29 -26
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leaf_value=7.7993074628466272e-05 0.00023603156237402887 -9.5147541069309232e-05 -0.0001412022506917344 -0.00010664593121517734 0.00014521419943775983 -0.00016943594411714005 -9.0398531776574812e-05 0.00010003126341777307 2.2122082251977797e-08 8.6638856529524288e-05 -8.4315424233368102e-05 0.00010502586804289857 9.2599896500663215e-05 -0.00011560653634660411 0.0001097787539368834 -8.4904405730412699e-05 0.00010300954435175905 -0.00011949190163498068 6.7854902366282964e-05 0.00025275262150072114 -0.0001694992557531805 -0.00014192056002105925 -9.2640227669635945e-05 0.00011814995535963175 -6.8327366419589549e-07 -9.1287410572066059e-05 0.00020086437630791057 -0.00020080029238063923 5.7731199904949229e-05 0.00012800010525348501
leaf_weight=20 21 20 27 23 20 20 36 29 90 21 33 23 21 20 22 32 30 22 30 22 20 22 31 23 2315 31 23 24 21 29
leaf_count=20 21 20 27 23 20 20 36 29 90 21 33 23 21 20 22 32 30 22 30 22 20 22 31 23 2315 31 23 24 21 29
internal_value=0 2.06719e-06 -2.69944e-05 3.60012e-07 1.02836e-06 -1.11811e-05 -2.13724e-05 -3.49512e-06 -3.07884e-05 1.22557e-08 -6.33523e-07 3.58396e-07 -5.13517e-07 -1.22716e-06 -3.86135e-07 -1.28444e-06 -2.8075e-07 -1.45628e-06 -4.62871e-07 6.04588e-05 -2.23775e-06 -2.08963e-05 -9.10282e-07 2.32196e-07 -8.67605e-07 1.28262e-07 1.30317e-06 -6.18094e-07 -8.01523e-05 9.08799e-07
internal_weight=0 2899 222 2878 2858 195 175 139 110 2838 2817 2784 2761 2740 2720 2698 2666 2636 2614 74 2540 52 2520 2489 2466 2443 2412 2389 45 2344
internal_count=3121 2899 222 2878 2858 195 175 139 110 2838 2817 2784 2761 2740 2720 2698 2666 2636 2614 74 2540 52 2520 2489 2466 2443 2412 2389 45 2344
is_linear=0
shrinkage=0.1


Tree=3055
num_leaves=31
num_cat=0
split_feature=156 475 153 0 16 16 142 11 151 52 4 147 45 0 16 147 33 9 9 2 15 12 51 43 128 12 16 52 1420 43
split_gain=1.90881e-05 3.08744e-05 2.31907e-05 2.23333e-05 1.84406e-05 3.07137e-05 2.95875e-05 4.33206e-05 2.64854e-05 3.66707e-05 5.78738e-05 2.88883e-05 3.02645e-05 3.7053e-05 0.000100701 3.10802e-05 2.72003e-05 2.47391e-05 0.000145668 2.5211e-05 0.000135562 2.4339e-05 2.707e-05 6.46452e-05 7.46134e-05 6.75958e-05 5.711e-05 9.8842e-05 4.94919e-05 7.44909e-05
threshold=0.3248100000000001 0.13528000000000004 0.086100000000000024 -0.26609999999999995 -0.54165499999999989 -0.5335399999999999 -0.057499999999999989 -0.014494999999999999 0.085465000000000013 -0.015539999999999998 -0.012889999999999999 0.093875000000000014 0.084355000000000013 -0.23051499999999997 -0.071854999999999988 0.08845500000000002 -0.044254999999999996 0.092235000000000011 0.084755000000000011 -0.0050599999999999994 -0.10203999999999998 -0.14757499999999998 -0.10056999999999998 -0.095049999999999982 0.087235000000000021 0.097325000000000009 0.15891500000000003 0.10024500000000001 -0.08341999999999998 -0.095049999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8 11 10 -10 12 13 14 -9 16 -15 18 19 20 -18 -21 23 -23 25 -25 -24 28 -28 -30
right_child=-2 -3 -4 4 5 6 7 8 9 -11 -12 -13 -14 15 -16 -17 17 -19 -20 21 -22 22 26 24 -26 -27 27 -29 29 -31
leaf_value=9.6671508921038676e-05 -9.0763431659940158e-05 0.00012151437663955481 -0.00010245370804940732 4.8136891951775421e-05 -0.00011409931961073501 0.00011776069330240024 -0.00014115883598358117 3.3079330725221169e-05 0.00012292739575850252 0.00012945135865782113 -8.3712454634775045e-05 -0.00011128759909600679 9.4092481991868814e-05 0.00011419749247579604 -0.00026071481494000182 8.9102374898318798e-05 0.00021715284129337912 8.188328039763934e-05 -0.00026628072439399106 -8.877816638260177e-05 -6.7209254408034651e-05 -9.0553226816609818e-05 -1.216304538343048e-06 6.2228778934567252e-05 0.00023169795167632401 -6.5978545595002781e-05 0.00011340405129885769 -0.00026952193238685143 5.3228746533436197e-05 -0.0001036445068986779
leaf_weight=24 23 21 22 77 24 21 22 28 23 37 33 24 33 20 20 38 30 34 21 33 38 40 2016 163 20 55 20 20 44 97
leaf_count=24 23 21 22 77 24 21 22 28 23 37 33 24 33 20 20 38 30 34 21 33 38 40 2016 163 20 55 20 20 44 97
internal_value=0 6.73828e-07 -1.50888e-07 5.85826e-07 -1.74998e-07 -1.43431e-06 -5.11459e-07 -1.36526e-06 -2.99984e-07 5.21991e-05 1.15748e-06 -2.04745e-06 -1.10096e-06 -2.24871e-06 -8.93349e-05 -6.94179e-07 -1.98134e-06 -2.8645e-06 -3.97402e-06 -1.83565e-06 5.82446e-05 -3.46462e-06 -2.3271e-06 2.7073e-05 4.68421e-05 2.98829e-05 -6.04728e-06 -5.98553e-05 -3.38098e-05 -5.46912e-05
internal_weight=0 3098 3077 3055 3031 2954 2930 2909 2887 93 56 2794 2770 2737 48 2689 2651 2631 2597 2576 68 2508 2475 278 238 218 2197 181 161 141
internal_count=3121 3098 3077 3055 3031 2954 2930 2909 2887 93 56 2794 2770 2737 48 2689 2651 2631 2597 2576 68 2508 2475 278 238 218 2197 181 161 141
is_linear=0
shrinkage=0.1


Tree=3056
num_leaves=31
num_cat=0
split_feature=40 4 132 1185 394 50 156 474 474 1446 44 158 158 1455 43 42 1447 1447 481 160 1447 49 474 49 4 474 157 133 1374 150
split_gain=1.75695e-05 4.55822e-05 1.78839e-05 9.33332e-05 3.76802e-05 3.91532e-05 1.58361e-05 3.10717e-05 3.13584e-05 2.29586e-05 1.76356e-05 8.06705e-05 2.25874e-05 1.97434e-05 7.24726e-05 0.00014613 2.80813e-05 0.00021292 0.000208626 0.00017631 8.83789e-05 2.68866e-05 2.37309e-05 6.99328e-05 5.41962e-05 5.02969e-05 0.00013745 7.72352e-05 7.00448e-05 0.000276499
threshold=-0.24620999999999996 0.63556000000000001 -0.083174999999999985 -0.083264999999999992 0.013605000000000001 0.09227500000000001 0.3248100000000001 0.11381000000000001 0.10970500000000001 -0.093534999999999993 0.099360000000000018 -0.47356499999999996 -0.46695499999999995 -0.076939999999999995 -0.013024999999999998 0.086835000000000009 -0.086279999999999982 -0.085684999999999997 -0.086354999999999987 -0.090764999999999985 -0.084149999999999989 0.089420000000000013 0.088335000000000011 0.005085000000000001 -0.015039999999999998 0.083875000000000019 -0.086244999999999988 0.084990000000000024 0.088035000000000016 0.090480000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 8 9 -5 11 -11 -13 14 15 21 18 -18 -15 -20 -19 -14 25 24 -24 28 -27 -28 -22 -30
right_child=1 -3 3 6 -6 -7 -8 -9 -10 10 -12 12 13 16 -16 -17 17 20 19 -21 22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=9.3426120101867128e-05 4.0352956230399766e-06 -0.00014743170897764643 0.0002125500342420613 0.00010812764794536634 -0.00015451054163609766 -0.00012554426951586113 -8.1687092112944177e-05 9.0267058896223234e-05 -0.00011342782878879615 0.00019667454528081137 -7.565477639824774e-05 -9.2841129047043912e-05 -0.00010613875190756516 -0.00030550457346786668 -0.00010685160058251907 0.00027370862007956024 0.00031813316981285991 -0.00018870318168774249 -0.00013447855828282494 0.00022366641538350713 -1.6787286711588365e-06 5.7832653110381218e-05 9.3937584478692054e-05 0.00018507831824805452 -5.378231881689909e-05 -0.00021900242611128562 -6.5271539579439186e-05 0.00014779153048207432 -6.7301030264518767e-05 0.00037903556291459374
leaf_weight=20 171 21 21 20 21 27 23 39 24 21 30 26 20 24 23 28 21 25 27 28 2140 20 41 27 63 39 46 27 35 23
leaf_count=20 171 21 21 20 21 27 23 39 24 21 30 26 20 24 23 28 21 25 27 28 2140 20 41 27 63 39 46 27 35 23
internal_value=0 -6.02551e-07 3.98557e-07 2.50679e-06 -2.71433e-05 -1.36346e-05 9.53657e-07 1.6284e-06 3.84008e-07 1.37583e-06 5.94912e-07 1.44088e-06 -8.72281e-08 8.20413e-07 4.65949e-05 9.84959e-05 -8.02921e-07 1.06155e-06 -5.94984e-05 4.78498e-05 -1.63857e-06 -2.4153e-05 2.77287e-07 4.16814e-05 4.45341e-06 -2.07074e-06 -6.74394e-05 1.35326e-05 1.26015e-06 0.000109695
internal_weight=0 3101 3080 2861 219 198 2840 2817 2778 2754 2734 2704 2683 2657 91 68 2566 2487 79 55 2466 40 2441 131 104 2310 112 73 2198 58
internal_count=3121 3101 3080 2861 219 198 2840 2817 2778 2754 2734 2704 2683 2657 91 68 2566 2487 79 55 2466 40 2441 131 104 2310 112 73 2198 58
is_linear=0
shrinkage=0.1


Tree=3057
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 480 481 403 43 1447 403 3 2 403 403 2 2 0 2 1375 4 4 151 12 1453 43 0 16 15 15 1
split_gain=1.8964e-05 0.000492646 0.000274282 0.000115242 1.74754e-05 1.90469e-05 7.77097e-05 9.76911e-05 7.10734e-05 5.56064e-05 5.27712e-05 7.14132e-05 4.67175e-05 2.9991e-05 1.92342e-05 8.20682e-05 7.84244e-05 6.89366e-05 0.00019916 0.000157488 0.000288131 7.62437e-05 6.66288e-05 6.30288e-05 7.32506e-05 5.56715e-05 5.27155e-05 0.000105481 0.000442556 0.000660495
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.095389999999999989 -0.087424999999999989 -0.5492149999999999 -0.041049999999999996 -0.085324999999999984 -0.5425549999999999 -0.075634999999999994 0.086825000000000013 -0.5335399999999999 -0.52800499999999995 0.088125000000000023 0.088930000000000023 -0.23001499999999997 0.087545000000000026 -0.15308499999999997 -0.0086549999999999978 -0.065794999999999979 -0.09693499999999998 0.087145000000000014 -0.079219999999999985 -0.012394999999999998 -0.26609999999999995 -0.069894999999999985 -0.088429999999999995 -0.10203999999999998 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 8 7 -7 -6 -8 11 -10 -11 -14 16 22 -15 18 -18 20 -19 -20 -16 24 -23 -17 -25 28 29 -28
right_child=2 -3 4 -5 5 6 9 -9 10 12 -12 -13 13 14 15 25 17 19 21 -21 -22 23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=5.1030855933931072e-06 -0.00035389170635343446 0.00048891674932314178 8.3789024269208313e-05 -0.00024806759181956296 -0.00021162249486224028 -2.1373290644038683e-05 -0.00016712214594008404 0.00026419781846925616 0.00020776928518898786 0.00015250575001118707 -0.00011594376377141326 -5.9463287543621844e-05 -0.00011717621795965402 0.00018815299972629873 -0.00020780400179016092 -0.00015315084163679179 -0.00031342333502834666 9.3433091773048926e-06 0.00014610230211621606 -0.00011778519947256428 0.00048045827865540302 0.00025863789924187588 -1.9144723475433121e-05 1.5855553931587072e-05 -1.2010669161099941e-05 5.3242839230461438e-07 -0.00030694203514940459 -5.6114015592958258e-06 -0.00039979340823871709 0.00036309823406319939
leaf_weight=178 22 21 25 20 20 23 20 25 20 20 23 20 22 24 36 24 20 34 37 24 21 20 39 571 20 1319 28 378 36 31
leaf_count=178 22 21 25 20 20 23 20 25 20 20 23 20 22 24 36 24 20 34 37 24 21 20 39 571 20 1319 28 378 36 31
internal_value=0 2.83756e-05 -2.14135e-06 -2.04697e-05 5.45629e-07 -1.83297e-07 1.23006e-06 0.000127362 -4.7386e-05 -9.92524e-07 4.75259e-06 7.4153e-05 2.36245e-07 -8.98401e-07 6.25726e-08 -7.89911e-06 9.13786e-06 5.61626e-06 -6.3858e-07 9.59551e-05 0.000189224 4.94188e-06 -0.000109701 1.23673e-07 0.000123314 -2.21396e-06 -4.59625e-06 -2.92854e-05 -0.000123483 4.5113e-05
internal_weight=0 219 2902 198 2880 2855 2772 48 83 2724 63 40 2704 2684 2662 1418 1244 1220 1141 79 55 1121 75 1084 40 1343 1044 473 95 59
internal_count=3121 219 2902 198 2880 2855 2772 48 83 2724 63 40 2704 2684 2662 1418 1244 1220 1141 79 55 1121 75 1084 40 1343 1044 473 95 59
is_linear=0
shrinkage=0.1


Tree=3058
num_leaves=31
num_cat=0
split_feature=130 40 4 10 15 33 4 3 3 13 45 13 1 16 3 2 1 158 1452 0 4 13 4 156 1428 1429 4 1420 1 4
split_gain=1.67707e-05 2.29345e-05 3.17874e-05 1.68959e-05 0.000100684 4.62744e-05 4.42474e-05 1.8611e-05 1.85114e-05 3.87389e-05 3.04892e-05 2.86846e-05 3.7627e-05 2.92437e-05 2.61093e-05 9.74171e-05 0.000127331 3.55492e-05 2.92019e-05 3.31399e-05 2.68813e-05 8.01416e-05 3.4222e-05 8.15369e-05 5.1228e-05 5.41743e-05 0.000118819 3.8912e-05 3.27491e-05 3.05933e-05
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.011559999999999999 -0.098289999999999975 -1.0000000180025095e-35 1.0000000180025095e-35 -0.010424999999999999 0.14121000000000003 -0.17933499999999997 0.094030000000000016 -0.13710499999999998 0.12811000000000003 -0.08595499999999999 0.10732000000000001 0.11263500000000001 0.10638500000000002 -0.47382999999999992 0.11609000000000001 -0.23194499999999998 -0.50940999999999981 -0.012119999999999997 -0.50052499999999989 0.094415000000000013 -0.071779999999999997 -0.054654999999999988 -0.0039549999999999993 -0.083279999999999979 0.080000000000000016 -0.0057249999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 7 -6 9 -7 14 12 13 -10 17 16 -16 -11 19 -19 21 -21 23 -22 -24 26 -26 -27 -23 -29
right_child=1 2 -4 5 6 8 -8 -9 11 10 -12 -13 -14 -15 15 -17 -18 18 -20 20 22 28 24 -25 25 27 -28 29 -30 -31
leaf_value=8.5075618406572974e-05 -0.00010737066579167732 -0.00016970412290998196 0.00010426321941536274 0.00013076253348521681 -8.6333056349923766e-05 -0.00012640294258017094 0.00015491515382780649 4.6952631455496887e-05 0.00014802956266248658 -0.00012829040178552359 -0.00011861418150312437 0.00013233691616915165 -5.4787065765476258e-05 6.4216833977427874e-06 -0.00010655095579568297 -0.00017354575002651761 0.00023197226131742356 0.00010949277275358328 0.00010779007651972978 -0.00023030101569020191 -5.4002575862713542e-05 0.00010553448570135515 -0.00014827995847040059 0.00020996146608376877 -2.7597089617146839e-06 -0.00010693543645174942 0.00029454450632329101 8.9584896607673348e-06 -5.4875803824480894e-05 -1.5207560251400528e-05
leaf_weight=23 20 38 29 27 22 25 21 20 25 21 22 25 46 35 25 38 20 28 26 20 22 20 23 25 41 34 20 1555 35 790
leaf_count=23 20 38 29 27 22 25 21 20 25 21 22 25 46 35 25 38 20 28 26 20 22 20 23 25 41 34 20 1555 35 790
internal_value=0 -6.3161e-07 6.19514e-08 -9.2914e-07 -4.11467e-05 4.48733e-07 3.63959e-05 -2.28637e-05 -7.5581e-07 -2.4808e-06 -1.36035e-06 3.59826e-05 1.32575e-05 6.5425e-05 -4.19924e-07 -5.56514e-05 4.39038e-05 1.30346e-06 2.33471e-06 1.28541e-06 1.13336e-07 -5.88798e-05 1.87608e-06 8.64038e-05 2.63084e-07 1.66329e-06 9.47171e-05 -7.2271e-07 3.45521e-06 8.17262e-07
internal_weight=0 3098 3078 3049 101 2948 63 42 2921 2790 2765 131 106 60 2743 83 45 2660 2639 2613 2585 75 2510 47 2463 2440 61 2379 55 2345
internal_count=3121 3098 3078 3049 101 2948 63 42 2921 2790 2765 131 106 60 2743 83 45 2660 2639 2613 2585 75 2510 47 2463 2440 61 2379 55 2345
is_linear=0
shrinkage=0.1


Tree=3059
num_leaves=31
num_cat=0
split_feature=484 1452 158 4 1375 1 1375 1366 1452 1452 1453 15 1420 157 158 43 0 480 1 120 4 1 3 3 157 13 3 47 15 12
split_gain=1.60631e-05 1.79889e-05 2.81222e-05 6.28291e-05 1.96087e-05 4.8409e-05 6.96501e-05 2.46937e-05 2.13281e-05 4.16636e-05 4.6101e-05 3.54806e-05 3.50057e-05 4.77534e-05 2.53625e-05 6.80377e-05 4.98432e-05 2.7563e-05 2.51278e-05 5.30954e-05 0.00011686 7.02087e-05 2.94726e-05 9.33019e-05 0.000204455 5.18156e-05 5.18832e-05 0.000140416 0.000164181 0.000240729
threshold=-0.52850499999999989 0.11769000000000002 -0.46695499999999995 -0.067104999999999984 0.08517000000000001 0.088875000000000023 0.088145000000000015 -0.079979999999999982 0.088360000000000008 0.084085000000000007 -0.080524999999999985 -0.067579999999999987 0.056520000000000008 0.63397500000000007 0.11399500000000001 -0.011694999999999999 -0.075934999999999989 -0.080264999999999989 0.16540500000000002 1.0000000180025095e-35 0.00063500000000000004 0.15170500000000001 0.013900000000000001 0.092670000000000016 -0.0048549999999999991 -0.16152999999999998 -0.011549999999999998 0.092165000000000011 -0.040804999999999994 -0.07415999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 -4 9 10 -9 -10 13 14 17 16 -16 -12 19 21 -21 22 25 24 -24 -19 -27 28 29 -28
right_child=1 -3 4 -5 5 -7 -8 8 11 -11 12 -13 -14 -15 15 -17 -18 18 -20 20 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-8.9331301644506318e-05 -0.0002117854781317874 8.5060266363143458e-05 0.00010571394649678437 1.7032350103060406e-05 -0.00011465162879796314 -0.00013238263505332431 0.00012311756389473368 0.00014596142831247892 -2.46125175326597e-05 -0.00011479695763668015 0.00011610922852664122 0.00013669188170752021 -0.00012798929653529608 0.00015557165053905922 0.00012763230210111943 -0.00020434110377788207 -8.6118915351107727e-05 -0.00015643821584490072 0.00010088224866194652 5.6739294295766738e-05 -0.00028510905707662459 0.00017585056895926676 -5.1195580068879818e-05 -1.0153271361996868e-08 0.0002843010433795056 2.117869123887162e-06 -4.150029722390733e-05 -0.00029117978384337305 -0.00028634352160224809 0.0003226006036790998
leaf_weight=20 20 25 23 30 22 37 28 22 25 31 21 30 21 20 20 22 24 22 25 20 20 23 34 258 39 2071 104 22 20 22
leaf_count=20 20 25 23 30 22 37 28 22 25 31 21 30 21 20 20 22 24 22 25 20 20 23 34 258 39 2071 104 22 20 22
internal_value=0 5.76148e-07 -1.10492e-07 -7.44948e-05 1.11859e-06 -4.5669e-05 1.84991e-05 2.5036e-06 1.68952e-06 5.03741e-07 1.76675e-06 6.33717e-05 6.37022e-07 1.60622e-06 4.9335e-07 -6.07532e-05 1.10407e-05 1.98993e-06 1.09572e-06 1.56106e-07 -0.000114185 1.90511e-06 3.6161e-07 2.8231e-05 0.000128042 -3.71834e-06 -2.21775e-06 -5.56645e-05 -2.01759e-05 2.20729e-05
internal_weight=0 3101 3076 50 3026 87 50 2939 2916 2861 2830 55 2808 2787 2767 66 44 2701 2680 2655 40 2615 2592 331 73 2261 2239 168 146 126
internal_count=3121 3101 3076 50 3026 87 50 2939 2916 2861 2830 55 2808 2787 2767 66 44 2701 2680 2655 40 2615 2592 331 73 2261 2239 168 146 126
is_linear=0
shrinkage=0.1


Tree=3060
num_leaves=31
num_cat=0
split_feature=123 123 16 12 2 155 155 1 120 40 50 152 157 3 1427 474 0 1 16 474 52 474 1454 475 484 52 151 474 156 0
split_gain=1.62306e-05 3.33537e-05 2.0554e-05 8.15056e-05 0.000212578 5.86804e-05 2.51879e-05 2.30713e-05 7.74168e-05 6.51989e-05 2.20215e-05 0.000105577 3.41321e-05 2.66356e-05 2.41062e-05 2.38236e-05 8.56362e-05 8.71142e-05 0.000174165 4.82121e-05 0.000105255 4.45552e-05 2.99009e-05 4.16651e-05 0.000211075 0.00017453 4.71048e-05 3.70655e-05 0.000147488 2.72622e-05
threshold=0.13162000000000004 0.11410500000000003 0.62682500000000008 0.098330000000000015 0.11018500000000002 0.11854500000000001 0.10727000000000002 0.16540500000000002 1.0000000180025095e-35 -0.24134999999999998 -0.099524999999999988 0.083555000000000004 0.12866000000000002 -0.078084999999999988 0.094380000000000006 0.091180000000000011 -0.064754999999999993 0.10205500000000002 -0.018494999999999998 0.088435000000000014 -0.023194999999999997 0.11147000000000001 0.10725000000000003 -0.085719999999999977 0.086135000000000017 -0.026204999999999996 -0.52488999999999986 0.085860000000000006 0.089090000000000016 -0.24955499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 7 8 9 -1 11 13 14 -11 15 19 17 18 -17 22 -21 -20 23 24 25 -12 -25 29 -29 -28
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 10 12 -13 -14 -15 -16 16 -18 -19 21 20 -22 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=0.00018133314484657602 -8.9795723768020265e-05 0.00012327066215220839 3.3262256683146181e-05 8.454866516668488e-05 -0.00035387942385252407 0.00013799610429897816 -8.3441775253353026e-05 0.00010775376830679307 -0.00018689571146007273 -0.00010596113057718391 0.00010050380097266335 0.00025058246201751903 -0.00010240648107631414 3.5751346998343556e-05 0.00010928950374363921 -0.00029447214318762153 -0.00019751026684389217 0.00015071756109006989 -3.2759001758102767e-05 0.00021616026118305944 -5.9621133608743553e-05 0.00014358403536987127 -0.00011185116824587265 -0.00012453226161362123 0.0003437151522597387 -0.00025707237929877707 8.7525057541723881e-05 -0.00028908266074722638 9.0359684032764994e-05 -1.6928454165072774e-07
leaf_weight=20 20 22 37 31 23 31 36 20 22 21 39 20 33 36 20 22 28 28 38 31 25 23 24 31 21 21 36 20 21 2321
leaf_count=20 20 22 37 31 23 31 36 20 22 21 39 20 33 36 20 22 28 28 38 31 25 23 24 31 21 21 36 20 21 2321
internal_value=0 5.79135e-07 -2.97518e-07 -4.71155e-05 -0.000115142 1.12833e-06 -3.06534e-07 7.1807e-07 -1.98531e-08 1.40817e-06 1.4951e-07 5.29028e-05 -1.31059e-06 -1.64585e-05 -9.69993e-08 -8.98659e-07 -4.12302e-05 -1.80815e-06 -5.32626e-05 1.26585e-06 9.30436e-05 3.3731e-05 -7.62387e-07 2.99816e-07 7.08537e-05 -2.46479e-05 -2.05295e-06 -4.69603e-07 -9.47341e-05 1.17013e-06
internal_weight=0 3101 3079 91 60 2988 2957 2921 2901 2879 2859 77 2782 57 2749 2729 139 111 83 2590 56 61 2534 2510 81 60 2429 2398 41 2357
internal_count=3121 3101 3079 91 60 2988 2957 2921 2901 2879 2859 77 2782 57 2749 2729 139 111 83 2590 56 61 2534 2510 81 60 2429 2398 41 2357
is_linear=0
shrinkage=0.1


Tree=3061
num_leaves=31
num_cat=0
split_feature=447 147 150 16 2 0 447 1348 447 50 132 1211 50 4 403 393 4 4 1209 12 131 456 0 0 2 51 15 160 0 51
split_gain=1.68067e-05 1.92497e-05 3.33614e-05 3.06059e-05 8.26557e-05 4.92842e-05 2.96908e-05 4.2376e-05 2.44164e-05 2.14371e-05 0.000306906 0.000317967 0.000149185 6.84776e-05 8.65192e-05 5.73639e-05 3.87178e-05 4.45748e-05 3.69045e-05 6.87798e-05 3.55527e-05 3.43974e-05 4.20862e-05 3.14199e-05 3.11101e-05 7.22531e-05 4.70622e-05 0.000107144 7.7542e-05 6.0252e-05
threshold=0.10419500000000002 0.097430000000000003 0.11614000000000001 -0.54656499999999986 0.096325000000000008 -0.26343999999999995 0.089635000000000006 0.086620000000000016 0.085205000000000017 0.090630000000000016 -0.083284999999999984 0.11048500000000001 0.089915000000000009 -0.080094999999999986 -1.0000000180025095e-35 0.11333500000000001 -0.077679999999999985 -0.073104999999999989 0.10521000000000001 0.095330000000000012 -0.099524999999999988 0.091255000000000017 -0.097024999999999986 1.0000000180025095e-35 0.091185000000000002 0.11508500000000001 -0.088429999999999995 -0.090764999999999985 -0.085754999999999984 -0.014904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 7 8 9 12 -11 13 15 14 -12 18 -15 -18 20 -20 -7 22 -19 -16 26 -26 27 -24 29 -28
right_child=-2 2 -4 5 -6 6 -8 -9 -10 10 11 -13 -14 16 23 -17 17 21 19 -21 -22 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=3.1567974535088679e-05 -9.1375641168269802e-05 -1.7147902095034211e-05 0.00016130370888276958 0.00015010570191820576 -0.00022362347378723576 0.00011570289880910422 9.421031707350983e-05 -0.00014271884879452131 0.00010995513875968755 0.00033367611483519233 0.00027124024419111135 -0.0003283178244601004 -0.00027018459640246526 -0.00011541187507516174 9.4738422092632398e-05 -0.00015630709809784095 0.00014132319673713621 -0.00010082950316245843 0.00019057966027113645 -2.7344217172261173e-05 -4.1999329980885216e-06 -0.00012351620997916061 -0.00024324933831097875 -2.9861404426115129e-05 0.00018538480653660372 -6.8328379484228211e-06 -2.4630486732348802e-05 5.0464113937104472e-05 -6.3173812927238437e-05 0.00019294912560975977
leaf_weight=30 20 22 20 22 22 25 33 21 20 29 21 28 21 28 50 24 23 32 28 30 2285 22 23 34 33 48 20 27 45 35
leaf_count=30 20 22 20 22 22 25 33 21 20 29 21 28 21 28 50 24 23 32 28 30 2285 22 23 34 33 48 20 27 45 35
internal_value=0 5.89324e-07 6.78291e-05 -3.33876e-07 -7.63976e-05 9.81493e-07 -1.1758e-07 -1.17206e-06 -1.57905e-07 -9.14436e-07 1.79753e-05 -1.54566e-06 -4.81294e-06 1.92018e-05 8.96922e-05 -2.48317e-06 -2.82647e-06 7.40857e-06 -9.24143e-07 7.78604e-05 -2.90228e-06 -3.39858e-06 6.64929e-06 4.43052e-05 2.15381e-05 7.14781e-05 -5.42944e-06 -8.46441e-05 3.41779e-05 0.000113829
internal_weight=0 3101 42 3059 52 3007 2985 2952 2931 2911 498 469 2413 441 105 2392 336 308 2368 58 2310 285 263 84 231 81 150 50 100 55
internal_count=3121 3101 42 3059 52 3007 2985 2952 2931 2911 498 469 2413 441 105 2392 336 308 2368 58 2310 285 263 84 231 81 150 50 100 55
is_linear=0
shrinkage=0.1


Tree=3062
num_leaves=31
num_cat=0
split_feature=132 1185 1203 401 402 401 402 10 0 11 9 2 1 10 15 0 4 0 12 1429 12 12 3 157 12 4 4 0 1210 12
split_gain=2.16114e-05 0.000111903 5.50463e-05 1.69903e-05 3.61875e-05 0.000210605 4.94272e-05 1.67496e-05 8.67326e-05 5.60865e-05 6.05571e-05 4.16135e-05 0.000250775 0.000101366 2.9461e-05 2.2861e-05 3.73695e-05 9.70721e-05 3.64771e-05 2.71557e-05 0.000116784 0.000148461 0.000133667 5.21705e-05 2.80353e-05 0.00011925 0.000245163 7.8167e-05 0.000104047 8.19829e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.47144999999999992 -0.45015499999999992 -1.0000000180025095e-35 -0.42072999999999994 0.053330000000000009 -0.079829999999999998 -1.0000000180025095e-35 0.091905000000000014 -0.0050599999999999994 0.094220000000000012 -0.005834999999999999 -0.091184999999999988 0.14486500000000005 -0.50940999999999981 0.041630000000000007 0.091200000000000017 -1.0000000180025095e-35 0.092655000000000015 0.097575000000000009 -0.082234999999999989 -0.019454999999999997 0.092355000000000007 -0.080584999999999976 -0.083249999999999977 -0.07847999999999998 -0.064799999999999983 0.092995000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -6 9 -9 -8 11 12 -11 -14 -10 16 17 -13 -17 20 22 -22 -18 -24 -21 26 -26 29 -29 -27
right_child=1 3 -4 4 6 -7 7 8 14 10 -12 15 13 -15 -16 18 19 -19 -20 24 21 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=-1.1541585043186131e-05 0.00023230552055576397 8.1096246084108817e-05 -0.00016389121080498661 -0.00029191022308077666 0.00015072557163710537 0.00011088497127207961 0.00015058970812242478 -0.00021265091226351534 -4.3636859859193295e-05 0.00038018037041183563 -0.0001732458568585571 6.3407724794709938e-05 5.9782162514673713e-05 -0.00020536974791303649 0.00011225682124363216 -2.6316415547626091e-05 0.00030181487720535818 -0.00020847436500279681 0.00013723740048590116 -9.7118056286693149e-06 -0.00025697690774298588 0.00010266345300558235 -4.0591825266969147e-05 0.00015290994686603717 3.8395550172724545e-05 0.00023370005531303051 0.00042709725363238255 -0.00022914545069215822 -1.731928796743887e-05 2.4060728860141373e-05
leaf_weight=195 21 26 27 25 22 27 25 22 27 20 20 24 46 21 22 25 26 29 30 1696 24 22 38 22 86 21 20 25 320 167
leaf_count=195 21 26 27 25 22 27 25 22 27 20 20 24 46 21 22 25 26 29 30 1696 24 22 38 22 86 21 20 25 320 167
internal_value=0 2.30275e-06 -3.00706e-05 6.24485e-07 -1.09129e-07 -8.27666e-05 1.42594e-06 2.4358e-07 -4.77023e-05 1.50112e-06 1.11404e-07 1.41386e-06 6.94347e-05 -2.33252e-05 2.63562e-05 -8.84318e-07 -2.27632e-06 -8.53579e-05 6.28948e-05 -4.9143e-07 4.36354e-05 -8.4975e-05 0.000112427 3.03588e-05 -2.98596e-06 1.48654e-05 0.000111735 -4.39956e-06 -3.2669e-05 4.74779e-05
internal_weight=0 2899 222 2878 2852 52 2800 2778 71 2707 2682 2662 87 67 49 2575 2520 53 55 2467 132 46 86 60 2335 639 106 533 345 188
internal_count=3121 2899 222 2878 2852 52 2800 2778 71 2707 2682 2662 87 67 49 2575 2520 53 55 2467 132 46 86 60 2335 639 106 533 345 188
is_linear=0
shrinkage=0.1


Tree=3063
num_leaves=31
num_cat=0
split_feature=1211 50 1211 4 393 124 133 48 48 34 34 9 1 15 15 15 15 51 484 158 484 4 1 0 474 0 15 42 484 2
split_gain=2.34287e-05 0.000175178 4.08745e-05 3.47903e-05 2.04248e-05 1.65843e-05 3.40278e-05 3.83487e-05 5.52812e-05 2.55477e-05 0.000104807 4.11882e-05 8.05187e-05 3.02552e-05 2.65454e-05 0.000310691 0.000146013 6.93178e-05 5.93059e-05 0.000160768 4.35679e-05 4.0872e-05 9.98538e-05 0.000179229 7.11753e-05 6.39271e-05 5.90568e-05 0.000108626 6.69499e-05 9.74275e-05
threshold=0.11048500000000001 0.096900000000000014 0.10326000000000002 -0.077999999999999986 0.12765500000000005 -0.084644999999999984 0.088115000000000013 0.08790000000000002 0.083685000000000009 -0.083689999999999987 -0.057544999999999992 0.091905000000000014 0.13332000000000002 -0.087679999999999994 -0.10203999999999998 -0.097454999999999986 -0.10653 -0.10316499999999999 0.10126500000000001 0.10654500000000001 -0.088124999999999981 0.056795000000000005 0.10781 -0.13455999999999999 -0.26322499999999993 -0.053834999999999994 -0.03241999999999999 0.087745000000000004 -0.0042999999999999991 0.10222000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 6 7 8 -1 13 -11 14 -13 -7 16 -16 17 -12 19 20 -19 24 23 -23 -17 -24 28 -28 -25 -30
right_child=1 -3 -4 -5 -6 9 -8 -9 -10 10 11 12 -14 -15 15 21 -18 18 -20 -21 -22 22 25 26 -26 -27 27 -29 29 -31
leaf_value=-2.8358897604145269e-06 4.9788861990516751e-05 0.00029390981309750878 -0.00014044518549261349 -0.00010488313674806814 0.00010027392509073253 4.8012742627179249e-06 0.00014627133205067367 -8.9413353547068513e-05 0.0001697630883427337 0.00021090833650542546 -0.00016324411781565491 -0.00021949857629078906 3.9761134647288485e-05 -0.00016913886305701455 -0.00032052941058927607 -0.00016496569561630687 0.00023765915900404597 0.0001442742873967456 -0.00015204577910481022 0.00029335994685035467 -1.2671872337716795e-06 0.0003217374382424728 -9.9534978403765422e-05 -1.3192730807026641e-05 -4.4106037627418175e-06 9.3689607709403284e-05 -0.00022450195281288913 9.007005833352552e-05 0.00032138759977117719 5.1710421826715611e-05
leaf_weight=72 26 22 21 33 20 20 22 29 25 23 23 25 23 20 31 28 29 22 20 21 316 26 67 45 1987 23 21 23 21 37
leaf_count=72 26 22 21 33 20 20 22 29 25 23 23 25 23 20 31 28 29 22 20 21 316 26 67 45 1987 23 21 23 21 37
internal_value=0 5.30788e-05 -1.41427e-06 -3.67226e-05 -4.47176e-07 -1.11887e-06 3.15194e-05 1.14834e-05 4.16484e-05 -2.81318e-06 -1.68397e-06 -3.43778e-06 -9.527e-05 -8.21688e-05 -1.82904e-06 -6.08155e-06 2.0953e-05 5.31998e-06 1.55495e-05 2.48862e-05 8.20593e-06 -1.80241e-06 3.52738e-05 7.97167e-05 -6.64164e-06 -5.01554e-05 3.69104e-05 -6.00666e-05 7.83374e-05 0.000149352
internal_weight=0 81 3040 59 3019 2999 148 126 97 2851 2811 2788 48 40 2740 2309 431 402 379 359 338 2278 263 173 2015 90 147 44 103 58
internal_count=3121 81 3040 59 3019 2999 148 126 97 2851 2811 2788 48 40 2740 2309 431 402 379 359 338 2278 263 173 2015 90 147 44 103 58
is_linear=0
shrinkage=0.1


Tree=3064
num_leaves=31
num_cat=0
split_feature=1211 4 12 1211 393 11 51 13 475 2 11 11 1200 16 1203 11 11 16 2 475 1456 42 403 2 1456 484 4 43 1426 472
split_gain=1.89772e-05 0.00014895 6.40809e-05 3.31084e-05 1.65441e-05 1.69915e-05 5.97708e-05 7.57797e-05 2.98325e-05 8.31773e-05 4.5533e-05 5.50056e-05 3.7687e-05 5.75849e-05 4.02225e-05 2.43805e-05 3.66455e-05 2.37485e-05 8.77151e-05 2.39028e-05 2.49539e-05 0.000159305 7.47027e-05 7.07037e-05 4.39629e-05 4.37427e-05 4.21649e-05 0.000158507 2.41077e-05 3.65674e-05
threshold=0.11048500000000001 -0.080584999999999976 0.095175000000000023 0.10326000000000002 0.12765500000000005 0.094350000000000003 -0.057604999999999996 0.086705000000000018 -0.24039999999999997 0.10613000000000002 0.088215000000000002 0.086080000000000018 0.084780000000000008 -0.080789999999999987 0.094640000000000016 0.081365000000000007 0.079915000000000014 0.55700000000000005 0.113445 -0.10664 0.091180000000000011 0.085935000000000025 -0.55683499999999986 0.10327000000000001 0.085405000000000023 -0.09058999999999999 -0.50940999999999981 -0.014584999999999999 -0.078524999999999998 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 8 -7 -8 9 -1 11 12 14 -14 15 16 17 19 -19 -10 22 -22 -21 -23 26 -26 27 -24 -28 -30
right_child=1 2 -4 -5 -6 6 7 -9 10 -11 -12 -13 13 -15 -16 -17 -18 18 -20 20 21 23 24 -25 25 -27 28 -29 29 -31
leaf_value=4.5071390699237017e-05 0.00028459617582029753 -0.00016161959577837715 4.9862406280896578e-05 -0.00012640067753160285 9.0246535619371572e-05 0.00016574029788090332 9.9333384891256825e-05 -0.00013546592671008075 -0.00010395301784307738 -0.00021309232680929806 0.00014237728570482103 -0.00014972007542382929 0.00021674189032637516 -9.0053281089621444e-07 -0.00014017193806510129 -9.0903352005019175e-05 0.00013460438462061577 0.00022562602738616989 -6.0720927111738686e-05 -0.00017907807913009795 0.00021189431847872314 -0.00014721627407304956 7.6252442782528566e-05 6.7368216176484045e-05 0.00019911769043011148 2.0103977504522147e-05 0.00010230511854222808 -0.00026332903482263509 -0.00012566974619403483 -1.6045385008850587e-06
leaf_weight=26 20 23 38 21 20 27 28 27 23 24 22 25 20 31 21 30 20 20 23 24 37 34 28 28 21 39 22 27 24 2348
leaf_count=26 20 23 38 21 20 27 28 27 23 24 22 25 20 31 21 30 20 20 23 24 37 34 28 28 21 39 22 27 24 2348
internal_value=0 4.77709e-05 -2.98767e-05 -1.27284e-06 -4.02453e-07 -1.00698e-06 4.38871e-05 -1.59317e-05 -2.269e-06 -7.88472e-05 -9.33491e-07 -2.04169e-06 -7.32488e-07 8.44494e-05 -2.30139e-06 -1.24779e-06 -2.58214e-07 -1.25794e-06 7.24637e-05 -2.45192e-06 -1.56494e-06 4.76873e-05 -3.48993e-06 -5.03071e-05 -1.81033e-06 8.27588e-05 -3.88225e-06 -9.04512e-05 -1.89341e-06 -2.85984e-06
internal_weight=0 81 61 3040 3019 2999 82 55 2917 50 2867 2845 2820 51 2769 2748 2718 2698 43 2655 2632 99 2533 62 2509 60 2449 55 2394 2372
internal_count=3121 81 61 3040 3019 2999 82 55 2917 50 2867 2845 2820 51 2769 2748 2718 2698 43 2655 2632 99 2533 62 2509 60 2449 55 2394 2372
is_linear=0
shrinkage=0.1


Tree=3065
num_leaves=31
num_cat=0
split_feature=1211 50 1211 132 1186 1211 52 13 394 131 13 130 121 33 9 9 11 2 1429 1429 11 41 3 3 148 49 148 49 147 147
split_gain=1.82786e-05 6.56069e-05 2.51631e-05 2.48995e-05 0.000579123 0.000448606 5.02692e-05 2.7596e-05 2.48318e-05 1.93208e-05 4.51057e-05 1.89253e-05 4.181e-05 1.94831e-05 2.30062e-05 5.14865e-05 1.77536e-05 6.23405e-05 2.10761e-05 3.88736e-05 2.41151e-05 2.76061e-05 2.9698e-05 3.69105e-05 2.63799e-05 0.000105206 4.87337e-05 4.58717e-05 3.28065e-05 9.28474e-05
threshold=0.11716500000000001 0.090980000000000019 0.11088500000000003 -0.083284999999999984 0.0044650000000000011 0.10167000000000002 0.10347000000000002 0.056795000000000005 0.013605000000000001 0.023795 0.0015850000000000003 -0.22699999999999995 -0.088279999999999983 -0.009184999999999997 0.088235000000000022 0.10750500000000002 0.096435000000000007 0.11093500000000002 -0.23587499999999997 -0.10379499999999998 0.08976000000000002 0.08690500000000001 -0.24462999999999999 -0.16726499999999997 -0.079549999999999996 -0.011734999999999997 -0.065034999999999996 -0.0049799999999999992 0.099730000000000027 0.085610000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 8 7 9 11 10 -1 -5 -13 -14 16 -16 18 -18 -15 -20 21 22 -21 -24 25 -25 -26 -27 29 -28
right_child=1 -3 -4 5 -6 -7 -8 -9 -10 -11 -12 12 13 14 15 -17 17 -19 19 20 -22 -23 23 24 26 27 28 -29 -30 -31
leaf_value=-4.9286026004744179e-06 -2.8389776707626881e-05 0.00020114097991609015 -0.0001029989337742639 -9.7215496371063647e-05 0.00053148440271061619 -0.00045250748331785546 -0.00014520796555318936 0.0001012938801938182 8.0063179778405293e-05 7.4540255782267208e-05 -0.00016891012020096242 0.00013771806714595931 -8.0837072988894468e-05 -9.9726449248423307e-05 0.0001441042299285817 -4.8391656840370463e-05 0.00016778818563034293 -6.3020718351419245e-05 0.00012265858630416916 -8.9605806463693562e-05 -9.331833967609845e-05 7.5152017218541644e-05 8.707987845295778e-05 -0.00020418526091229834 0.00013747490459354594 0.00013834758098131385 -2.1480351068090991e-06 -5.4612392523267773e-05 0.00012150286430759089 -0.00021857068124518262
leaf_weight=104 33 20 24 20 21 22 28 23 39 20 20 22 30 22 33 24 25 22 25 39 29 46 46 31 25 22 2237 28 21 20
leaf_count=104 33 20 24 20 21 22 28 23 39 20 20 22 30 22 33 24 25 22 25 39 29 46 46 31 25 22 2237 28 21 20
internal_value=0 5.82256e-05 -1.00585e-06 -2.01704e-07 3.25238e-05 -2.70125e-06 -2.12104e-05 -4.20435e-07 8.25389e-07 -1.66665e-05 -3.13772e-05 -2.91443e-07 4.14229e-07 -6.94279e-07 1.97848e-07 6.30533e-05 -1.16029e-06 5.975e-05 -2.26518e-06 -1.43056e-06 -2.64999e-06 -1.60451e-06 -3.03456e-06 -1.64515e-06 -3.35712e-06 -5.94474e-05 -1.38434e-06 3.029e-05 -2.90826e-06 -4.06583e-06
internal_weight=0 53 3068 3044 216 2828 195 167 2806 144 124 2767 2747 2725 2695 57 2638 47 2591 2569 2544 2515 2469 2430 2384 81 2303 50 2278 2257
internal_count=3121 53 3068 3044 216 2828 195 167 2806 144 124 2767 2747 2725 2695 57 2638 47 2591 2569 2544 2515 2469 2430 2384 81 2303 50 2278 2257
is_linear=0
shrinkage=0.1


Tree=3066
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 4 0 130 15 0 1213 12 130 1373 457 13 457 457 148 130 130 130 13 0 133 4 15 133 394 403 403
split_gain=2.04344e-05 8.24656e-05 4.9317e-05 1.73562e-05 2.54507e-05 2.38365e-05 4.8277e-05 4.1822e-05 1.789e-05 2.373e-05 1.68272e-05 4.53061e-05 1.60275e-05 4.47689e-05 8.99773e-05 6.05332e-05 2.80259e-05 4.31174e-05 1.89331e-05 4.59698e-05 3.86956e-05 3.10351e-05 4.73103e-05 2.91103e-05 4.83258e-05 5.67915e-05 8.06412e-05 8.47745e-05 2.72658e-05 5.24717e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.11242999999999999 0.066685000000000008 -0.073309999999999986 0.10923000000000001 -0.090344999999999995 -0.087319999999999995 -0.015074999999999998 0.23631000000000002 -0.22461999999999996 -1.0000000180025095e-35 0.11612500000000002 -0.083619999999999986 0.098180000000000003 0.091495000000000007 -0.079019999999999993 0.10367000000000003 0.098975000000000021 0.096625000000000003 -0.0065549999999999992 -0.074229999999999977 -0.14032999999999998 0.24564500000000003 -0.099734999999999976 -0.14717499999999997 -0.073794999999999986 0.13075000000000003 0.064330000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -5 -9 -10 11 -3 -13 15 -15 16 18 -18 19 20 23 -20 -23 24 25 -14 27 -27 29 -29
right_child=1 10 -4 4 -6 -7 -8 8 9 -11 -12 12 13 14 -16 -17 17 -19 21 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=7.6889623087481596e-05 0.00019968501444617731 0.00013040861222685232 -0.00015330370461989724 0.00013294993342632161 -0.00012470617252152548 8.9010393137620917e-05 -0.00014547627489754143 -0.00010738301600213164 -8.934726654842962e-05 4.2023039151734508e-05 -8.4393731681895752e-05 -7.7898289712790696e-05 0.00020670725726548963 -6.0644080040219709e-05 0.00022148233589667566 -0.00014192709973334181 -2.4310414737556133e-05 0.00017856272750743136 3.4312471137221521e-05 0.0001450448249339719 -0.0001292509217898402 -0.00018254513150688063 1.1016875151139888e-05 -2.1171519889519546e-06 -8.5034700298690185e-05 -0.00018645404823473656 0.0001958519185091763 1.8009231984042795e-05 -4.9928186194005391e-05 0.00019815555665445573
leaf_weight=20 21 27 28 21 21 22 26 20 20 44 23 26 22 20 26 30 20 22 29 22 23 28 23 2353 28 20 26 61 27 22
leaf_count=20 21 27 28 21 21 22 26 20 20 44 23 26 22 20 26 30 20 22 29 22 23 28 23 2353 28 20 26 61 27 22
internal_value=0 2.23917e-06 -2.92403e-05 -1.13342e-05 -2.14749e-05 -7.30587e-06 -2.34811e-05 6.72721e-06 -2.48285e-05 9.69819e-07 7.98458e-07 1.48477e-06 2.53885e-07 9.79066e-07 9.88187e-05 -6.53961e-07 9.00769e-07 8.19565e-05 -3.67614e-07 1.10451e-06 -1.2194e-07 -4.82852e-05 -9.52525e-05 1.03866e-06 3.70853e-05 5.62952e-05 3.50833e-05 2.92956e-06 3.73629e-05 6.57589e-05
internal_weight=0 2899 222 194 174 153 131 105 84 64 2878 2855 2828 2802 46 2756 2726 42 2684 2604 2582 80 51 2559 206 178 156 130 110 83
internal_count=3121 2899 222 194 174 153 131 105 84 64 2878 2855 2828 2802 46 2756 2726 42 2684 2604 2582 80 51 2559 206 178 156 130 110 83
is_linear=0
shrinkage=0.1


Tree=3067
num_leaves=31
num_cat=0
split_feature=130 121 1209 1209 42 1209 12 16 13 3 12 4 52 3 132 393 3 13 16 11 1425 15 4 2 51 4 1428 157 0 33
split_gain=1.79723e-05 4.40238e-05 1.62981e-05 2.42423e-05 0.000100261 2.99001e-05 1.70709e-05 5.96109e-05 8.02985e-05 6.77552e-05 3.18758e-05 5.51897e-05 6.20635e-05 3.40874e-05 2.89662e-05 8.5577e-05 6.45269e-05 0.000117651 2.94062e-05 2.13396e-05 2.08456e-05 2.38715e-05 2.12023e-05 0.000124486 9.24884e-05 5.06787e-05 4.45574e-05 5.15656e-05 4.18195e-05 2.07518e-05
threshold=-0.23647499999999996 -0.088279999999999983 -0.14444499999999996 -0.084519999999999984 0.087505000000000013 -0.069599999999999981 0.11586 -0.25582999999999995 -0.050064999999999991 -0.05647499999999999 0.10866500000000003 -0.064054999999999987 0.089575000000000016 -0.073309999999999986 -0.083174999999999985 0.10159000000000001 -0.083489999999999995 -0.019614999999999997 -0.081299999999999983 0.096435000000000007 0.10129000000000002 0.17980000000000004 -0.50427999999999995 0.095195000000000016 0.024995000000000003 -0.49405499999999997 -0.071779999999999997 0.30844500000000002 0.048635000000000005 -0.009184999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 10 -8 -9 -10 14 -12 13 -13 16 19 18 -18 -7 20 21 22 23 28 -25 -24 -27 29 -16 -28
right_child=1 2 3 5 -6 6 7 8 9 -11 11 12 -14 -15 15 -17 17 -19 -20 -21 -22 -23 25 24 -26 26 27 -29 -30 -31
leaf_value=-9.4490977135137653e-05 0.00013277427785214968 8.9513477869331842e-05 6.1384527683772973e-05 0.00010684521548682825 -0.00022867634199263357 -2.8102169183815323e-05 0.00010782257184315392 -0.00023468295257771389 -0.00010516176831557925 8.3742982636014114e-05 0.00019285076316167681 -1.5353751296061093e-05 -0.00011997715636148908 0.00015979953395435587 -5.0122668240378111e-05 0.00016387906268846566 -1.5414914550523178e-05 -0.00030196943705010674 8.9737816597335051e-05 7.6883516719265441e-05 -0.00010342548630433158 8.2295098057811095e-05 0.00013864508521062538 -0.00030458230697452871 -1.3410504325293006e-05 -0.00012282851651737776 -8.7160198017954829e-05 0.00015581694183527448 0.00013015227892948693 -5.4432166774497189e-07
leaf_weight=20 25 20 26 26 22 72 23 23 43 34 23 20 23 25 22 32 38 23 30 35 20 34 26 24 20 30 28 21 31 2282
leaf_count=20 25 20 26 26 22 72 23 23 43 34 23 20 23 25 22 32 38 23 30 35 20 34 26 24 20 30 28 21 31 2282
internal_value=0 6.09421e-07 -4.6474e-07 -1.0536e-06 -7.156e-05 7.14997e-08 -8.59458e-07 -3.73373e-05 -7.0724e-05 -2.17493e-05 7.09891e-07 5.89451e-05 1.36535e-05 8.19536e-05 -1.20463e-06 1.35426e-06 -4.20999e-05 -0.00012346 6.55665e-06 -6.67031e-07 -1.73648e-06 -9.28787e-07 -2.06792e-06 -4.78986e-05 -0.000172231 -2.05511e-07 -1.73457e-06 -1.76093e-07 5.53212e-05 -1.59421e-06
internal_weight=0 3101 3076 3056 48 3008 2982 123 100 77 2859 91 68 45 2768 2605 163 61 102 2573 2538 2518 2484 97 44 2387 2361 2331 53 2310
internal_count=3121 3101 3076 3056 48 3008 2982 123 100 77 2859 91 68 45 2768 2605 163 61 102 2573 2538 2518 2484 97 44 2387 2361 2331 53 2310
is_linear=0
shrinkage=0.1


Tree=3068
num_leaves=31
num_cat=0
split_feature=132 15 1185 50 133 15 52 12 1213 483 483 158 158 1455 1456 3 43 1456 483 483 160 3 1456 1456 12 403 1456 1456 3 457
split_gain=1.63625e-05 0.000452932 0.000291114 0.000107405 2.66612e-05 2.99073e-05 2.29692e-05 2.80097e-05 1.74872e-05 1.51728e-05 2.38114e-05 2.72046e-05 2.63528e-05 2.28534e-05 6.41373e-05 7.53636e-05 4.40747e-05 2.54244e-05 1.9281e-05 0.000104311 8.81698e-05 3.06299e-05 2.73811e-05 4.49543e-05 0.000119224 6.21504e-05 3.861e-05 3.85678e-05 3.59334e-05 2.14219e-05
threshold=-0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.09227500000000001 -0.14717499999999997 -0.097454999999999986 0.084960000000000022 0.086915000000000006 0.085835000000000009 0.13726000000000002 0.12325000000000001 -0.47356499999999996 -0.46413499999999996 -0.076939999999999995 -0.090954999999999994 -0.08323499999999999 -0.081454999999999986 0.12676500000000004 0.10143000000000001 0.097880000000000009 -0.11201999999999999 -0.065229999999999996 0.11027500000000001 0.091180000000000011 0.08598500000000002 -0.55683499999999986 0.085405000000000023 0.083690000000000014 -0.081924999999999984 -0.086004999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -6 -8 -9 10 11 -4 -13 14 15 -14 -16 18 19 22 -20 -22 23 25 -25 -15 27 29 -28 -27
right_child=2 -3 9 -5 6 -7 7 8 -10 -11 -12 12 13 17 16 -17 -18 -19 20 -21 21 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-1.5111572975001765e-05 -0.00036437212164111608 0.00040985555074089298 0.00010939498590786293 -0.00022088013535540084 -8.6830606492834965e-05 0.00012270558626398506 -8.1682894787346344e-05 0.00012491485802456736 -7.3244218947365889e-06 8.546943368162916e-05 -8.9995797767689265e-05 -0.00011418551206588746 -0.00017464506818214433 -0.00015485890706678709 3.5428865521680565e-05 9.3567486725408926e-05 0.00024285425821463357 -0.00011290300913969986 -0.00022871040906466078 0.00020914999186061323 9.4678128908316683e-05 -6.564479765736244e-05 -0.00011684450350003318 0.00027844504063978098 -6.6843844433606139e-05 -4.5922854687231259e-05 0.00015169754383350666 -0.00011396281246561558 -1.664837433227582e-05 2.0410806595568247e-06
leaf_weight=32 22 27 23 25 42 31 22 20 20 21 29 20 20 26 20 22 21 20 20 24 26 22 20 20 20 97 32 30 21 2326
leaf_count=32 22 27 23 25 42 31 22 20 20 21 29 20 20 26 20 22 21 20 20 24 26 22 20 20 20 97 32 30 21 2326
internal_value=0 2.63575e-05 -1.98907e-06 -2.75719e-05 1.36648e-06 5.27032e-05 -2.97317e-05 8.94815e-06 5.87952e-05 7.79129e-07 1.5706e-07 1.08089e-06 1.93383e-07 1.01419e-06 5.27e-05 -3.41528e-05 0.000141671 -5.72323e-07 2.64716e-07 1.63122e-06 -5.23053e-05 2.11968e-05 -2.90255e-07 6.16077e-07 0.000105801 -1.04561e-06 5.50223e-07 -1.2743e-06 8.49944e-05 1.2094e-07
internal_weight=0 219 2902 192 167 63 104 62 40 2880 2859 2830 2807 2787 83 42 41 2704 2684 2616 68 48 2592 2572 40 2532 2506 2453 53 2423
internal_count=3121 219 2902 192 167 63 104 62 40 2880 2859 2830 2807 2787 83 42 41 2704 2684 2616 68 48 2592 2572 40 2532 2506 2453 53 2423
is_linear=0
shrinkage=0.1


Tree=3069
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 52 133 43 130 4 33 9 3 41 12 16 4 12 129 402 12 16 15 448 4 42 4 45 9 15 3
split_gain=1.66583e-05 9.2564e-05 6.204e-05 4.82884e-05 1.85256e-05 2.30794e-05 2.63732e-05 1.553e-05 3.72536e-05 1.67287e-05 2.6533e-05 9.63358e-05 2.54546e-05 0.000100293 1.98698e-05 8.09245e-05 4.34323e-05 3.93525e-05 3.7958e-05 4.89479e-05 9.03691e-05 7.4007e-05 7.17944e-05 8.11984e-05 4.20118e-05 4.02076e-05 3.05719e-05 3.20967e-05 7.6748e-05 4.61923e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.08734500000000002 -0.37971999999999995 1.0000000180025095e-35 -0.23647499999999996 0.63113500000000011 -0.044254999999999996 0.088235000000000022 -0.13309499999999996 0.086565000000000017 0.086915000000000006 -0.15241499999999997 -0.073104999999999989 -0.097494999999999984 -0.082959999999999992 0.083170000000000008 0.088435000000000014 -0.50992999999999988 -0.040439999999999997 -0.013069999999999998 0.15285000000000001 0.092395000000000019 0.19806500000000002 0.094030000000000016 -0.036024999999999995 -0.070929999999999979 -0.0037349999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 -3 9 -9 12 -12 14 -14 15 -11 -17 -16 19 21 -21 24 -23 -24 -18 -22 27 28 -19 -29
right_child=1 7 -4 -5 -6 6 -8 8 -10 10 11 -13 13 -15 17 16 18 26 -20 20 25 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-8.027257909686472e-05 0.00021120771101171463 -8.7317082716253935e-05 -0.00017479678416179925 -0.00015089810144023173 5.9633203420617065e-05 -1.6557093438291993e-05 0.00010779143989289563 8.891581687965387e-05 0.0001180169381701422 -0.00020798428284417078 7.9242309779677588e-05 -0.00018955473993022073 0.00018434977173455993 -6.6138207130866396e-05 0.00014240125470678321 9.8915124677163976e-05 2.6823128591786373e-05 -0.00022550285066245124 -0.00015491750658839013 0.00022494680412240664 0.00010244345769973259 2.0768539702874566e-05 -5.9856681391465825e-05 -0.00033825845867712897 -9.5060171952354727e-05 -5.7828723405765808e-05 -9.7114512496890743e-05 -1.1213810097417614e-06 4.5161922852540476e-05 4.1572442558714259e-05
leaf_weight=35 21 20 25 21 52 66 23 21 27 22 24 30 33 31 20 33 120 20 20 22 23 21 20 22 37 49 31 1918 22 292
leaf_count=35 21 20 25 21 52 66 23 21 27 22 24 30 33 31 20 33 120 20 20 22 23 21 20 22 37 49 31 1918 22 292
internal_value=0 2.02171e-06 -2.64007e-05 -7.56873e-06 9.53308e-06 -1.14767e-05 1.55779e-05 4.9534e-07 1.10984e-06 -5.13119e-09 -6.69665e-07 -7.00894e-05 6.90518e-07 6.30197e-05 -7.91304e-07 -2.16954e-05 -1.05282e-05 2.73961e-06 -2.13415e-05 -1.28335e-05 4.75683e-05 -3.86415e-05 -0.000130201 -0.000205686 -1.90096e-06 -6.63067e-06 1.51612e-06 2.87382e-06 -8.37261e-05 4.51961e-06
internal_weight=0 2899 222 197 176 124 89 2878 2858 2831 2810 54 2756 64 2692 389 367 2303 334 314 94 220 63 42 157 72 2283 2252 42 2210
internal_count=3121 2899 222 197 176 124 89 2878 2858 2831 2810 54 2756 64 2692 389 367 2303 334 314 94 220 63 42 157 72 2283 2252 42 2210
is_linear=0
shrinkage=0.1


Tree=3070
num_leaves=31
num_cat=0
split_feature=160 160 1371 157 1372 160 52 475 160 52 160 16 13 1212 1455 484 52 1429 4 483 482 159 42 52 48 50 133 481 1 160
split_gain=1.67748e-05 8.25996e-05 0.000186163 0.000154957 7.57166e-05 5.15101e-05 0.000113529 0.000128584 0.000110577 0.000246409 0.000141913 6.40063e-05 5.07664e-05 4.36749e-05 7.1627e-05 4.6978e-05 6.27209e-05 5.8646e-05 0.000246886 6.30827e-05 0.000150817 0.000128132 0.000110717 7.3021e-05 6.03718e-05 7.84032e-05 7.34313e-05 6.46446e-05 4.53951e-05 4.4639e-05
threshold=-0.085764999999999994 -0.081969999999999987 0.083235000000000017 -0.085474999999999982 -1.0000000180025095e-35 -0.063384999999999983 -0.023194999999999997 -0.0013449999999999996 -0.025879999999999997 -0.0092699999999999987 -0.019279999999999995 -0.0019699999999999995 -0.085034999999999986 0.08815000000000002 -0.092919999999999989 -0.081614999999999979 -0.016329999999999997 0.032755000000000006 -0.0086549999999999978 0.10143000000000001 0.090355000000000005 0.11084000000000001 0.10571500000000002 -0.066844999999999988 0.097500000000000017 0.11413000000000002 0.091935000000000003 -0.081614999999999979 0.088135000000000005 -0.13783499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 -2 -1 6 12 -8 9 -7 -10 -9 -3 14 -6 16 -16 19 -19 20 21 22 23 -17 25 26 27 -25 29 -29
right_child=1 2 -4 -5 13 8 7 11 10 -11 -12 -13 -14 -15 15 17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00020672266371548178 -0.00034603542182594539 -8.610271867723896e-05 0.00028271627197682395 -1.4733046744671206e-05 0.00016987588494105565 -5.2849437945821726e-05 -0.00036683617960079577 5.6104735615562005e-05 -0.00024440494080408827 0.00038889442550261386 6.8463741840346546e-08 -0.00016727821328396236 6.9418611287876022e-05 -0.00013279909405918304 -3.1453778974537271e-05 0.00017726758758173042 0.00020409636367381049 7.1636034326338921e-05 -0.00036963065219987627 -0.00012574377797136549 0.00027448086234058296 -0.00020060539077348949 0.00023898656674480826 0.00015671650677783573 -0.00016711281443184073 0.00012843018518842022 -0.00016754111480810841 -0.00011887775484897327 4.177064435239255e-05 3.9236909875538772e-05
leaf_weight=20 20 32 23 48 28 28 20 23 24 23 2228 29 61 21 20 23 26 32 21 32 22 28 22 24 22 43 29 57 66 26
leaf_count=20 20 32 23 48 28 28 20 23 24 23 2228 29 61 21 20 23 26 32 21 32 22 28 22 24 22 43 29 57 66 26
internal_value=0 -3.4357e-06 -4.67304e-07 -0.000112175 1.5644e-05 -3.10637e-06 -5.70796e-05 -0.000151353 7.60576e-07 0.000146368 -2.53694e-06 -6.84742e-05 1.59059e-05 8.59314e-06 1.42922e-05 5.45585e-06 0.000101683 -4.44674e-06 -0.000103205 8.83806e-06 2.07348e-05 4.31594e-06 2.27063e-05 6.29884e-06 -8.4288e-06 5.82038e-06 -2.02797e-05 4.4057e-06 -2.01276e-05 -6.93479e-05
internal_weight=0 2559 2491 68 562 2468 165 72 2303 51 2252 52 93 542 521 493 46 447 53 394 362 340 312 290 267 245 202 173 149 83
internal_count=3121 2559 2491 68 562 2468 165 72 2303 51 2252 52 93 542 521 493 46 447 53 394 362 340 312 290 267 245 202 173 149 83
is_linear=0
shrinkage=0.1


Tree=3071
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 45 0 33 10 2 1 130 42 51 457 0 3 51 52 4 15 49 133 160 43 52 147 0 0 0 13
split_gain=1.68331e-05 0.000452537 0.000269618 9.03174e-05 1.52564e-05 1.75904e-05 0.000145149 0.000122988 8.44864e-05 0.000260577 5.92562e-05 9.9149e-05 4.37816e-05 9.05349e-05 0.000100481 5.36756e-05 0.000119401 7.01905e-05 6.01233e-05 7.61563e-05 5.22776e-05 6.11833e-05 0.000118413 0.000117823 5.11859e-05 5.10341e-05 3.93241e-05 3.5428e-05 4.37987e-05 4.64041e-05
threshold=-0.083284999999999984 0.10022000000000002 0.12679500000000002 0.089480000000000018 -1.0000000180025095e-35 -0.10224499999999999 -1.0000000180025095e-35 -0.014199999999999999 0.080205000000000012 0.094220000000000012 0.084580000000000016 -0.090219999999999981 0.123935 0.11612500000000002 -0.26609999999999995 0.092670000000000016 0.081440000000000026 -0.080979999999999983 -0.0070899999999999991 -0.015039999999999998 -0.0043999999999999985 -0.0061299999999999992 -0.046074999999999991 -0.077824999999999991 0.12354000000000001 0.08598500000000002 -0.10011499999999998 -0.098289999999999975 -0.097024999999999986 -0.081829999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 7 -7 -6 9 -9 11 -10 13 14 -13 16 18 -17 19 -16 -20 -22 -23 -24 25 -19 -8 -28 -29 -30
right_child=2 -3 -4 -5 5 6 26 8 10 -11 -12 12 -14 -15 15 17 -18 24 20 -21 21 22 23 -25 -26 -27 27 28 29 -31
leaf_value=2.558213238924591e-06 -8.2434892432171514e-05 0.00046812964342063341 -0.00036791351492865948 -0.00022156839084345851 -0.00024644595753422685 0.00021012920667143431 -0.00011176436542882584 0.00036188147817786865 0.00020156973942426874 -6.3508437733617029e-05 -0.00016312056719066783 -0.00023326496104180642 -0.00014937977115914692 0.0001604920566283649 -1.7126887098848509e-05 0.00021349107693822587 -0.00020779425738308216 -8.5743644728189302e-05 -6.4615671031384e-05 -0.00025332359738968081 -4.1422907129994463e-05 -7.280033151757726e-05 3.6556968407239761e-05 0.00036519728995093224 0.00014516596337281435 9.5947245741130754e-05 0.00012696249462390804 -0.00011393412885638555 2.3749588002757781e-05 -6.8319657317720124e-06
leaf_weight=178 22 21 20 20 22 34 30 24 21 36 27 22 25 28 43 20 36 52 45 20 35 21 20 24 21 22 23 32 765 1412
leaf_count=178 22 21 20 20 22 34 30 24 21 36 27 22 25 28 43 20 36 52 45 20 35 21 20 24 21 22 23 32 765 1412
internal_value=0 2.67339e-05 -2.01747e-06 -2.00808e-05 5.21707e-07 1.15983e-06 5.04678e-06 -1.46636e-05 -5.25548e-06 0.000106648 -1.91853e-05 -1.06441e-05 -2.09125e-05 -1.306e-05 -2.58145e-05 -1.31016e-05 -3.96474e-05 4.32215e-05 -1.0545e-05 -9.211e-05 2.48935e-05 6.51727e-05 0.00012257 0.000215815 7.37532e-06 -3.17274e-05 1.9642e-06 3.49281e-06 2.20725e-06 3.91442e-06
internal_weight=0 219 2902 198 2882 2860 2296 564 542 60 482 455 434 409 381 359 244 115 208 63 145 100 65 44 95 74 2262 2232 2209 2177
internal_count=3121 219 2902 198 2882 2860 2296 564 542 60 482 455 434 409 381 359 244 115 208 63 145 100 65 44 95 74 2262 2232 2209 2177
is_linear=0
shrinkage=0.1


Tree=3072
num_leaves=31
num_cat=0
split_feature=33 9 16 13 1373 150 1374 132 1185 15 1186 50 4 400 2 2 1429 157 1429 1375 1429 1429 151 42 1429 2 1420 13 1420 474
split_gain=2.11705e-05 2.07074e-05 0.000277941 9.72079e-05 1.74064e-05 4.12205e-05 3.95064e-05 1.68704e-05 8.78905e-05 4.74057e-05 4.00679e-05 2.28796e-05 2.35135e-05 2.67851e-05 2.76503e-05 4.56271e-05 1.72377e-05 0.00015163 0.000108249 6.53753e-05 0.000120429 6.47364e-05 5.03673e-05 5.10133e-05 4.06927e-05 6.84169e-05 3.24764e-05 3.05195e-05 2.93213e-05 2.47533e-05
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.076384999999999995 -1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.09227500000000001 -0.086254999999999984 -0.087079999999999977 0.088745000000000004 0.10252500000000002 0.083985000000000018 -0.086844999999999992 0.083715000000000026 -0.097394999999999982 0.052280000000000007 0.084770000000000012 -0.083804999999999977 0.088670000000000013 0.09011000000000001 0.089885000000000007 -0.08341999999999998 0.084330000000000016 -0.073999999999999996 0.10970500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 -6 9 -9 10 11 12 -8 -14 -15 -16 18 -18 19 -10 26 -19 -23 24 25 -24 -21 -26 -28 -30
right_child=1 2 -4 -5 5 -7 7 8 16 -11 -12 -13 13 14 15 -17 17 21 -20 20 -22 22 23 -25 27 -27 28 -29 29 -31
leaf_value=-8.2227576846097728e-05 -8.182554447557778e-05 5.4527916496305776e-05 0.00036555058064550398 -0.00024691567768968524 -0.00013418978380121355 0.00013370870499626188 -6.7649411095771942e-05 0.00020623821810226048 0.0001613528697344009 -0.00015602703590411693 -0.00014368343676324005 -8.2667569586192258e-05 0.00013112484666635282 -5.0170037511867496e-05 0.00015742182944310256 -1.9708855393907994e-05 0.00028329946938659609 -0.00014979989069979641 -0.0002275392126258729 0.00011933159222952901 -0.00021953845390817149 0.00015063353040694404 5.8757106240878589e-05 -0.00010965439644430511 0.00017135988792115652 -0.00016283493074628166 -0.0001149806138776264 1.0622135527055001e-05 2.2380802804194738e-06 -8.2482405954838864e-05
leaf_weight=31 26 23 20 20 22 23 25 21 25 25 20 25 25 39 26 33 21 25 21 23 25 26 38 33 27 22 22 21 2353 35
leaf_count=31 26 23 20 20 22 23 25 21 25 25 20 25 25 39 26 33 21 25 21 23 25 26 38 33 27 22 22 21 2353 35
internal_value=0 8.24938e-07 5.75689e-05 -8.56784e-05 -3.56056e-07 3.49778e-07 -6.80194e-07 3.1345e-07 2.44513e-06 -2.64597e-05 -9.67631e-06 5.81584e-06 2.07624e-05 3.87322e-05 1.51627e-05 5.83487e-05 8.69989e-07 2.81801e-05 -1.45311e-06 4.59014e-07 -1.17742e-06 2.76369e-07 2.27429e-05 -8.39799e-07 3.24091e-05 -2.24933e-05 1.06633e-06 0.000101037 -6.23464e-08 9.96365e-07
internal_weight=0 3090 63 43 3027 3001 2978 2956 2738 218 193 173 148 123 98 59 2717 213 2504 2483 2458 192 167 141 108 60 2433 48 2410 2388
internal_count=3121 3090 63 43 3027 3001 2978 2956 2738 218 193 173 148 123 98 59 2717 213 2504 2483 2458 192 167 141 108 60 2433 48 2410 2388
is_linear=0
shrinkage=0.1


Tree=3073
num_leaves=31
num_cat=0
split_feature=33 9 16 0 1211 50 52 402 402 1210 1211 1211 1186 393 133 133 131 394 1208 403 42 1213 1212 133 15 131 131 131 0 16
split_gain=1.71481e-05 1.6773e-05 0.000225132 8.99033e-05 1.71233e-05 0.000133937 2.86162e-05 2.47283e-05 7.19032e-05 3.75665e-05 2.78742e-05 2.53669e-05 3.83373e-05 2.74034e-05 1.86869e-05 5.9394e-05 5.12111e-05 2.0242e-05 2.00376e-05 3.78675e-05 0.000183455 4.82156e-05 2.93732e-05 2.48802e-05 6.34367e-05 3.27129e-05 4.62006e-05 4.3843e-05 4.10987e-05 0.00011585
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.062294999999999996 0.11048500000000001 0.096900000000000014 0.084735000000000019 -0.45454999999999995 -0.52461999999999986 0.26755500000000004 0.092860000000000012 0.087635000000000005 -0.10142499999999997 0.11213000000000002 0.41553500000000004 0.41068500000000002 0.10970000000000001 -0.15150999999999998 0.10383000000000002 -0.5335399999999999 0.09112000000000002 0.14530000000000001 0.10610000000000001 0.15630500000000003 0.087485000000000021 0.11863000000000001 0.10441000000000002 0.10033500000000002 -0.077999999999999986 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 7 6 -6 8 -2 10 11 12 -9 14 15 17 -16 -14 19 20 -19 22 23 25 -25 26 27 -21 29 -28
right_child=1 2 -4 -5 5 -7 -8 9 -10 -11 -12 -13 13 -15 16 -17 -18 18 -20 21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-7.4004842697890599e-05 -6.723994835435102e-05 -0.00023217157173803572 0.00032899551069931476 5.772507568547989e-05 -0.00011194448306923733 0.00025562128734732555 2.8333130621555911e-05 -0.00012254418453756864 0.00018154649752922036 -0.00013599793653286594 -9.1769718453767448e-05 8.9279170060763144e-05 -8.783921434938008e-05 0.00011061597549335354 -0.00017057976672177854 0.00016328912434718487 3.823513497991371e-05 0.0003096594155067578 -9.5858557936232753e-05 2.2194477734749085e-07 -8.4429499650098111e-05 -0.00013985782803501933 0.00010755638917908074 4.3017812142217604e-05 -0.00016998406429373627 -0.0001137026366777718 0.00016972729080533039 -0.00013561958467865528 0.00020154268844407852 -0.00012402119231410327
leaf_weight=31 21 20 20 23 26 22 33 26 26 21 34 31 27 22 23 22 24 21 22 2370 27 25 25 27 29 25 29 24 20 25
leaf_count=31 21 20 20 23 26 22 33 26 26 21 34 31 27 22 23 22 24 21 22 2370 27 25 25 27 29 25 29 24 20 25
internal_value=0 7.42437e-07 5.1812e-05 -7.71106e-05 -3.20458e-07 4.50383e-05 -3.34841e-05 -1.56759e-06 7.03866e-05 -2.73415e-06 -1.76176e-06 -6.85715e-07 -1.67715e-06 -5.4958e-07 -1.43408e-06 -3.53031e-07 -6.39509e-05 -1.68839e-06 -8.16876e-07 -2.69562e-08 8.79844e-05 -1.65241e-06 -3.10085e-07 -1.36801e-06 -6.72867e-05 1.12711e-07 1.26562e-06 -1.13988e-06 7.90867e-05 3.37326e-05
internal_weight=0 3090 63 43 3027 81 59 2946 47 2899 2878 2844 2813 2787 2765 2718 47 2696 2669 2647 48 2599 2574 2549 56 2493 2468 2394 74 54
internal_count=3121 3090 63 43 3027 81 59 2946 47 2899 2878 2844 2813 2787 2765 2718 47 2696 2669 2647 48 2599 2574 2549 56 2493 2468 2394 74 54
is_linear=0
shrinkage=0.1


Tree=3074
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1208 1208 1209 3 1209 401 401 401 390 390 1211 1211 1212 1211 402 403 401 12 402 402 403 160 160 12 3 480
split_gain=1.70043e-05 0.000492983 0.000276757 0.000119975 1.60779e-05 5.2487e-05 3.6496e-05 0.000200753 2.97882e-05 1.8716e-05 1.8884e-05 3.95418e-05 6.38205e-05 2.83966e-05 2.00231e-05 2.32443e-05 2.85231e-05 7.84494e-05 4.04719e-05 2.79449e-05 3.70899e-05 0.000198309 6.26524e-05 3.09492e-05 2.30507e-05 1.88497e-05 6.63491e-05 5.98835e-05 4.24839e-05 4.17925e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11846000000000001 0.10383000000000002 -0.087714999999999987 -0.082334999999999978 -0.074484999999999982 0.13522500000000001 0.11602000000000001 0.10711000000000001 0.090020000000000017 1.0000000180025095e-35 0.13148500000000005 0.11789500000000001 0.11796000000000001 0.10809000000000001 0.11174500000000002 -0.51931999999999989 -1.0000000180025095e-35 0.097575000000000009 -0.42072999999999994 -0.10234999999999998 -0.23730999999999999 -0.54913999999999985 -0.53908999999999996 0.089625000000000024 -0.086554999999999979 -0.092774999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 -4 -8 10 11 12 13 14 15 16 17 18 19 -10 21 -21 -22 -24 -25 27 -27 28 -26 -28
right_child=2 -3 4 -5 -6 -7 8 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 22 -23 23 24 25 26 29 -29 -30 -31
leaf_value=4.1001301075554562e-06 -0.00035536177085966554 0.00048756816007274512 0.00031977251831752563 -0.00025421698674108487 8.217784381182961e-05 -0.00012736506312194251 -8.6844960326113956e-05 -9.2476572737925581e-05 8.7261491107464947e-05 9.3034518861465841e-05 -7.3630998389596837e-05 0.00010696037803427316 -0.00017366693292777719 0.0001144926060409158 -9.9270465289009731e-05 9.5248995393586275e-05 -0.00010607317578978836 0.00019374289861713936 -0.00011989659812700535 -0.00032694083856767977 0.00013826124230476898 8.8513123989320816e-05 -0.00010898667477214565 -8.4936384941571431e-05 9.4377765781246121e-05 -0.00016503255390792524 0.00013927638948106589 0.00019380057236135362 -0.00010490394051885233 7.6058376454408975e-07
leaf_weight=178 22 21 21 20 24 32 39 27 37 22 34 35 21 22 20 26 25 21 28 20 33 27 26 31 20 24 22 21 23 2199
leaf_count=178 22 21 21 20 24 32 39 27 37 22 34 35 21 22 20 26 25 21 28 20 33 27 26 31 20 24 22 21 23 2199
internal_value=0 2.68695e-05 -2.02772e-06 -2.19925e-05 6.71362e-07 -1.35667e-08 1.42951e-06 8.78824e-05 -6.53529e-08 1.17119e-06 4.26805e-07 1.36599e-06 -3.07578e-08 1.35833e-06 4.02145e-07 1.1739e-06 2.17332e-07 1.2668e-06 -3.42912e-07 1.00526e-06 -2.99519e-07 -8.82758e-05 1.42407e-06 -4.84481e-07 7.21099e-07 1.87111e-06 3.45578e-07 5.5384e-05 -1.22148e-05 2.13264e-06
internal_weight=0 219 2902 198 2880 2856 2824 48 2776 2737 2715 2681 2646 2625 2603 2583 2557 2532 2511 2483 2446 47 2399 2366 2340 2309 2245 64 43 2221
internal_count=3121 219 2902 198 2880 2856 2824 48 2776 2737 2715 2681 2646 2625 2603 2583 2557 2532 2511 2483 2446 47 2399 2366 2340 2309 2245 64 43 2221
is_linear=0
shrinkage=0.1


Tree=3075
num_leaves=31
num_cat=0
split_feature=160 160 1212 483 482 0 158 131 159 1447 16 133 1455 0 480 4 52 3 2 159 1447 1447 1447 1447 1454 52 50 1211 50 50
split_gain=1.63846e-05 5.72053e-05 5.00042e-05 5.60586e-05 0.000155932 0.000143899 8.50625e-05 4.56091e-05 0.000183542 0.00012759 5.44954e-05 9.83114e-05 4.55575e-05 5.83167e-05 6.3921e-05 4.55873e-05 4.6495e-05 4.10042e-05 3.60335e-05 3.44704e-05 3.33315e-05 7.83817e-05 6.4008e-05 3.74566e-05 3.26273e-05 3.29726e-05 3.21471e-05 9.50454e-05 8.17132e-05 6.0449e-05
threshold=-0.090484999999999996 -0.088854999999999976 0.087615000000000012 0.098395000000000024 0.089745000000000005 -0.086074999999999985 0.10654500000000001 0.089415000000000008 -0.10296999999999999 0.0030850000000000005 -0.010699999999999999 0.084415000000000018 0.084965000000000027 -0.080119999999999983 0.08610000000000001 -0.0043399999999999992 0.31405000000000005 -0.084854999999999986 0.09678500000000001 -0.47115499999999993 -0.086424999999999988 -0.084894999999999984 -0.088644999999999988 -0.082229999999999984 0.097395000000000023 -0.094124999999999986 0.096900000000000014 0.09030500000000001 0.094500000000000015 0.090630000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 7 9 -9 10 12 18 13 14 15 17 -17 -1 -12 -3 22 -22 -21 -23 26 -26 28 -28 29 -25
right_child=1 19 -4 5 -6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 20 21 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-3.7952400048703167e-05 -0.00015068786255701877 -0.00012350382862875807 -0.00011787708863266745 -2.8055579329497225e-05 -0.00024734312723095089 0.00029095084394682025 0.00021736306668820112 0.00013957048203420446 -0.00024953947225488571 0.00026107020272651095 -0.0001116864641690405 0.00020978791313502692 9.0392715446796504e-05 7.3205739901918842e-05 -0.00019858611696439894 -0.00016052702960425654 2.1490831623732053e-05 0.00015096251790964744 7.5865037470066458e-05 -1.9633786821661769e-05 -0.00015068077831529084 0.00010425452616185365 0.00021832087069924454 -3.9246624799429609e-06 2.0032385600643464e-06 -0.00017740569674060681 1.1156267669985933e-05 0.00021304785127372104 -0.00018687825031520335 0.00010518268777209765
leaf_weight=27 26 23 26 31 22 26 22 22 27 22 21 34 34 38 29 36 23 20 20 26 35 34 20 2162 20 21 171 27 24 52
leaf_count=27 26 23 26 31 22 26 22 22 27 22 21 34 34 38 29 36 23 20 20 26 35 34 20 2162 20 21 171 27 24 52
internal_value=0 -3.08892e-06 1.69955e-05 2.47195e-05 1.14047e-05 0.000117456 2.65846e-05 1.46947e-05 -7.4837e-05 2.91258e-05 1.10308e-05 8.40623e-05 -1.54298e-05 -3.62273e-05 -6.70307e-05 -3.10391e-05 -8.95709e-05 4.24369e-05 -2.01979e-05 -1.6214e-06 -5.39882e-07 -2.06414e-06 8.38248e-05 7.37326e-09 -1.42355e-06 -8.98891e-05 6.54003e-08 3.86869e-05 -3.35152e-06 -1.36207e-06
internal_weight=0 2641 480 454 397 57 375 353 49 304 282 75 207 173 135 106 59 47 41 2615 2592 2546 46 2511 2477 41 2436 198 2238 2214
internal_count=3121 2641 480 454 397 57 375 353 49 304 282 75 207 173 135 106 59 47 41 2615 2592 2546 46 2511 2477 41 2436 198 2238 2214
is_linear=0
shrinkage=0.1


Tree=3076
num_leaves=31
num_cat=0
split_feature=12 4 12 15 12 12 1456 153 1209 1208 13 403 3 403 131 130 132 15 393 399 403 399 4 128 16 128 128 128 16 16
split_gain=1.60858e-05 4.4747e-05 2.39423e-05 8.10121e-05 4.63507e-05 2.10284e-05 2.6093e-05 3.82202e-05 2.01768e-05 2.77212e-05 7.54023e-05 2.87087e-05 0.000203811 6.76308e-05 2.05382e-05 2.63269e-05 3.03719e-05 0.000535595 0.000262421 2.18956e-05 3.5298e-05 1.98802e-05 3.27339e-05 1.90397e-05 5.48176e-05 2.22231e-05 3.02118e-05 7.86343e-05 3.05876e-05 5.85761e-05
threshold=0.23631000000000002 0.63113500000000011 0.12757000000000002 -0.079249999999999987 0.12069000000000002 0.11586 0.11510000000000002 1.0000000180025095e-35 0.14268500000000003 0.10383000000000002 -0.051094999999999995 -0.53960999999999981 -0.085709999999999995 -0.52800499999999995 -0.099524999999999988 0.12884500000000002 -0.083284999999999984 0.090750000000000011 0.11146500000000002 0.090145000000000017 -0.089609999999999981 0.088015000000000024 -0.069999999999999993 0.10551000000000001 -0.080954999999999985 0.099470000000000017 0.092940000000000009 0.089035000000000017 0.26799500000000004 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 9 11 -11 12 -1 -13 -15 16 17 19 23 20 -16 22 -22 25 -25 26 27 28 29 -18
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 10 -12 13 -14 14 15 -17 18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015051777889614945 -8.3320247611719318e-05 0.00012646221522507922 -0.00022837225405965001 1.0456451513609679e-05 0.00013124180987452509 -7.6338182306143502e-05 8.1807423146948671e-05 -0.00013184144030343634 9.8129544251908862e-05 5.5601904473622285e-05 -0.00020931244917764245 -0.00017511601221155036 0.00023247349379358422 8.7704882349094585e-05 0.00010635702291481374 -9.157157030365911e-05 9.3869294289930306e-07 0.00052649887162260712 -0.00036226467240339848 -0.00011369257618207485 -0.00017104280940483953 3.3695806968563168e-05 -1.3943137047236734e-05 0.00018579845491331073 -2.4857937108511882e-05 -8.3981131413771257e-05 0.00010095651921195289 -0.00019747833503060976 3.2372433625073824e-05 -8.2878509737770672e-05
leaf_weight=24 23 28 20 49 27 36 39 22 21 21 22 22 33 27 21 31 2003 20 20 25 21 26 36 21 30 31 30 20 285 87
leaf_count=24 23 28 20 49 27 36 39 22 21 21 22 22 33 27 21 31 2003 20 20 25 21 26 36 21 30 31 30 20 285 87
internal_value=0 6.18594e-07 -5.29165e-07 -5.87693e-05 8.09911e-07 -3.74239e-07 5.56565e-07 -5.36496e-07 4.67574e-07 -2.50529e-07 -7.99357e-05 9.67552e-07 7.1214e-05 -4.85296e-07 9.19926e-07 5.43206e-08 1.11576e-06 4.49893e-05 -1.47117e-06 -2.96634e-05 -9.46407e-06 -3.87682e-05 -7.1822e-05 1.40712e-06 6.18829e-05 1.51315e-07 1.22682e-06 -2.24015e-08 1.64039e-06 -2.55035e-06
internal_weight=0 3098 3070 69 3001 2974 2938 2899 2877 2856 43 2813 57 2756 2734 2707 2676 149 2527 129 104 83 57 2507 51 2456 2425 2395 2375 2090
internal_count=3121 3098 3070 69 3001 2974 2938 2899 2877 2856 43 2813 57 2756 2734 2707 2676 149 2527 129 104 83 57 2507 51 2456 2425 2395 2375 2090
is_linear=0
shrinkage=0.1


Tree=3077
num_leaves=31
num_cat=0
split_feature=132 393 1203 1213 0 133 12 402 1213 52 1213 401 133 403 1213 1210 16 402 42 16 12 0 1210 12 1212 1212 1212 1212 375 124
split_gain=1.92146e-05 0.000105638 6.14873e-05 1.63932e-05 8.04404e-05 0.00014793 0.000108713 0.000110521 6.48117e-05 4.55728e-05 2.6936e-05 3.40376e-05 9.39986e-05 9.38903e-05 5.61297e-05 3.48117e-05 9.2681e-05 2.68584e-05 0.000129998 0.000110753 0.000180063 5.30178e-05 2.10291e-05 0.000140928 2.47496e-05 2.73887e-05 4.67142e-05 9.95168e-05 2.16351e-05 2.36508e-05
threshold=-0.083174999999999985 0.12069000000000002 0.088820000000000024 0.060985000000000004 -0.086729999999999988 -0.069129999999999983 0.085495000000000015 0.10306000000000001 0.104315 0.087555000000000008 0.0036000000000000003 -0.06959499999999999 0.51114000000000004 -0.059794999999999994 -0.064789999999999986 0.0028200000000000005 -0.074319999999999983 -0.0060099999999999989 0.087505000000000013 -0.088159999999999988 0.086210000000000023 -0.078244999999999995 -0.056299999999999996 0.092550000000000007 0.094820000000000002 0.089995000000000019 0.087615000000000012 0.086680000000000021 1.0000000180025095e-35 -0.083229999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 10 5 -5 -6 8 -8 -10 11 13 15 -2 -15 17 -17 18 19 -13 -21 -22 23 -19 25 26 27 28 29 -24
right_child=1 -3 -4 4 6 -7 7 -9 9 -11 -12 12 -14 14 -16 16 -18 22 -20 20 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.3603692337888309e-06 0.00025108245725277814 0.00022564283442642636 -0.00016688225046631748 6.7032296765073381e-06 -0.00021721661852842027 0.00033900463327188931 -0.0001658263420603876 0.00023886611230409472 -5.0459451406769568e-05 0.00011718499029689889 -8.7373559330848773e-05 0.00016902178086866118 -0.00021796733191877137 0.00010417769808555022 -0.00013273943863168825 -1.8240048100576841e-05 0.00025024682912771823 0.00021582302530684199 -0.00020030269336600146 -0.00030304334109782112 0.00011697848061365741 -6.9526573362829245e-05 4.0220090658867442e-05 -0.00013440440452541224 -8.8110126216633955e-05 9.380337977481466e-05 -0.00013677123095840217 0.00021232154738919982 -9.0386986522827538e-05 -2.9951837858086387e-06
leaf_weight=194 20 21 28 37 22 21 23 20 34 31 36 32 20 20 20 36 20 27 39 21 35 27 135 20 32 31 25 22 27 2045
leaf_count=194 20 21 28 37 22 21 23 20 34 31 36 32 20 20 20 36 20 27 39 21 35 27 135 20 32 31 25 22 27 2045
internal_value=0 2.17131e-06 -2.83541e-05 5.40697e-07 2.90893e-05 0.000127019 -1.46026e-05 2.66706e-05 -2.15556e-05 2.94941e-05 -1.45452e-06 -2.89075e-07 -2.01142e-06 7.41736e-05 -1.42809e-05 -3.3344e-07 7.76481e-05 -2.06774e-06 -4.25324e-05 1.09723e-05 -4.99624e-05 3.57585e-05 5.68283e-07 6.67901e-05 -7.75017e-07 4.48057e-07 -8.35889e-07 6.88733e-07 -1.42088e-06 -3.19009e-07
internal_weight=0 2899 222 2878 188 58 130 108 88 65 2690 2654 2594 60 40 2574 56 2518 154 115 83 62 2364 47 2317 2285 2254 2229 2207 2180
internal_count=3121 2899 222 2878 188 58 130 108 88 65 2690 2654 2594 60 40 2574 56 2518 154 115 83 62 2364 47 2317 2285 2254 2229 2207 2180
is_linear=0
shrinkage=0.1


Tree=3078
num_leaves=31
num_cat=0
split_feature=402 401 3 402 1211 15 132 15 393 50 1213 2 3 13 1213 403 1208 4 133 133 479 42 133 1371 133 133 12 15 2 4
split_gain=1.67358e-05 7.94632e-05 0.000170065 4.36743e-05 3.78922e-05 9.46009e-05 2.44158e-05 0.000131056 5.55393e-05 1.87435e-05 1.8157e-05 0.000111927 0.000199637 0.000174551 2.24381e-05 1.91294e-05 5.60109e-05 0.000154741 6.10811e-05 1.88612e-05 5.70577e-05 0.000118946 5.64022e-05 0.000210619 0.000123063 0.000148983 0.000108729 8.64881e-05 8.26843e-05 0.000103438
threshold=-0.45015499999999992 -1.0000000180025095e-35 -0.077644999999999978 -0.42072999999999994 0.11048500000000001 0.089165000000000008 -0.083284999999999984 0.091475000000000015 0.12069000000000002 0.09227500000000001 0.060985000000000004 0.084055000000000005 -0.082334999999999978 -0.090639999999999984 0.039620000000000009 -0.54856499999999986 0.10233500000000001 -0.077834999999999988 0.39371500000000009 0.0033250000000000003 0.078750000000000014 0.090395000000000017 0.085895000000000013 0.083235000000000017 0.085355000000000014 0.085075000000000026 0.084405000000000022 -0.093959999999999988 0.085515000000000022 -0.082769999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 6 -6 7 9 10 -5 14 -12 -13 -14 15 -8 18 -18 19 -17 22 -22 24 -24 25 27 -26 -21 29 -29
right_child=3 -3 -4 4 5 -7 8 -9 -10 -11 11 12 13 -15 -16 16 17 -19 -20 20 21 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=2.7496808569037147e-05 0.00014155910450261384 9.2981673973284798e-05 -0.00034652458867640235 8.6436399401938149e-06 -4.9647023843135685e-05 0.00023416247659833577 -7.5453615949406996e-05 -0.00023548332364953239 0.00016327752236975357 -8.6011930337311557e-05 0.00020565047850444292 -0.00019741222711525407 -0.00013040183115490002 0.00023056291963282117 -0.00010726615961175411 -6.2713861278425301e-06 0.00031665053043980154 -6.3677412981633097e-05 -0.00013500737049445673 0.00021824491701986169 0.00029343399600336508 -4.7320468147518121e-05 2.6146267860410382e-06 -0.0003126308425139128 0.00037379333414719443 -0.00021145329775754362 4.800238509363096e-05 6.3707698295316229e-05 9.1506961202327856e-05 -0.0002429432129826058
leaf_weight=31 22 27 20 163 24 23 34 28 21 24 30 37 21 37 20 1646 20 23 34 26 21 20 578 22 20 25 21 22 59 22
leaf_count=31 22 27 20 163 24 23 34 28 21 24 30 37 21 37 20 1646 20 23 34 26 21 20 578 22 20 25 21 22 59 22
internal_value=0 -4.57383e-05 -0.000119178 1.17239e-06 1.50042e-07 8.92385e-05 -1.25788e-06 -3.37158e-05 1.27147e-06 -3.50467e-06 2.89062e-08 3.72612e-05 -1.59143e-05 9.98688e-05 -1.7522e-06 -9.38366e-07 5.16764e-08 0.000113219 -1.88243e-06 -5.87992e-08 1.21732e-05 0.000127212 6.24032e-06 -8.94437e-06 5.29625e-05 1.19725e-05 0.000206925 5.52721e-05 1.41333e-05 -8.96178e-05
internal_weight=0 78 51 3043 3021 47 2974 215 2759 187 2738 125 95 58 2613 2593 2559 43 2516 2482 836 41 795 600 195 154 41 129 103 44
internal_count=3121 78 51 3043 3021 47 2974 215 2759 187 2738 125 95 58 2613 2593 2559 43 2516 2482 836 41 795 600 195 154 41 129 103 44
is_linear=0
shrinkage=0.1


Tree=3079
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1429 156 1425 52 157 471 471 154 157 475 13 1372 1 0 16 1447 403 456 151 160 3 2 157 474 52 2
split_gain=1.74509e-05 0.000436102 0.000241123 9.53342e-05 1.54775e-05 4.73722e-05 2.02291e-05 1.57877e-05 7.36167e-05 2.70116e-05 6.95275e-05 2.24254e-05 4.19634e-05 2.6037e-05 6.58857e-05 3.15857e-05 2.60495e-05 1.96024e-05 2.21501e-05 8.80149e-05 6.88292e-05 4.61284e-05 6.52376e-05 5.42013e-05 8.04711e-05 8.90646e-05 4.93073e-05 0.000135581 4.21955e-05 0.000106038
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.56368999999999991 -0.082509999999999986 0.10338500000000002 0.093375000000000014 0.084190000000000001 0.26262500000000005 -0.086304999999999979 -0.074044999999999986 -0.095709999999999976 0.087325000000000014 -0.26609999999999995 -0.0087049999999999992 -0.08477999999999998 -0.55327499999999985 0.088285000000000016 -0.083804999999999977 -0.090484999999999996 -0.066704999999999987 0.087245000000000003 -0.081634999999999985 0.085860000000000006 0.093665000000000012 0.09580000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 7 8 -6 10 11 12 13 14 -9 -15 -16 -17 20 -20 -19 23 -23 24 25 -21 27 -25 -28 -30
right_child=2 -3 4 -5 5 -7 -8 9 -10 -11 -12 -13 -14 15 16 17 -18 18 19 21 -22 22 -24 26 -26 -27 28 -29 29 -31
leaf_value=4.5225890391847822e-06 -0.00033185763882515447 0.00046052610157944619 -8.7199120971490627e-05 -0.000225744565941568 -6.6204863833263525e-05 0.00015444205724634229 -9.142146876304954e-05 0.00016737006761218255 0.0001814789955460583 -0.00010583655785012525 0.00017385087108857041 0.00010475193485035562 -0.00010729391734285685 -0.00012112117943946613 -8.8555931753944611e-05 9.7827370627783249e-05 5.7299216465859595e-05 0.00016324731836060962 -0.00021247527491306592 0.00023586122852359569 2.3228181763465969e-06 0.00020673268151332868 -2.8950377479001574e-05 -1.2490994575071253e-06 -0.00010591257645422086 7.4568061743201209e-06 -5.6817533371641397e-06 -0.00026362901734237019 -0.00025766442049643959 1.0826200473514435e-05
leaf_weight=178 22 21 20 20 24 20 24 32 24 24 23 20 37 22 25 20 24 27 22 31 1702 23 24 54 23 38 504 31 24 38
leaf_count=178 22 21 20 20 24 20 24 32 24 24 23 20 37 22 25 20 24 27 22 31 1702 23 24 54 23 38 504 31 24 38
internal_value=0 2.722e-05 -2.05418e-06 -1.87367e-05 4.65156e-07 1.07819e-06 -1.83453e-09 7.7731e-07 5.76371e-05 -2.08697e-07 7.15162e-07 -7.48316e-07 -1.52951e-06 -6.05595e-08 5.5767e-05 -1.81125e-06 -1.71167e-05 -7.86329e-07 -1.56251e-06 -1.51865e-05 4.83581e-06 -9.6924e-06 8.63839e-05 -1.57699e-05 5.60768e-05 0.000110073 -2.59234e-05 -9.69406e-05 -1.52582e-05 -9.31057e-05
internal_weight=0 219 2902 198 2880 2860 2840 2816 48 2768 2744 2721 2701 2664 81 2583 49 2561 2541 812 1729 790 47 743 92 69 651 85 566 62
internal_count=3121 219 2902 198 2880 2860 2840 2816 48 2768 2744 2721 2701 2664 81 2583 49 2561 2541 812 1729 790 47 743 92 69 651 85 566 62
is_linear=0
shrinkage=0.1


Tree=3080
num_leaves=31
num_cat=0
split_feature=447 160 3 0 12 3 42 12 43 1375 150 151 10 0 9 9 457 149 151 447 1 447 0 132 1203 132 50 457 484 1374
split_gain=1.52232e-05 1.62886e-05 0.000111804 6.04573e-05 8.38651e-05 9.02076e-05 0.000118431 8.50244e-05 3.30618e-05 2.59239e-05 2.35893e-05 3.91802e-05 2.38106e-05 8.48767e-05 0.000133424 3.51062e-05 2.55709e-05 3.12412e-05 2.53008e-05 2.58379e-05 6.92354e-05 5.69798e-05 6.26608e-05 2.20869e-05 0.000468272 0.000222816 7.51728e-05 2.0846e-05 2.70918e-05 0.000150107
threshold=0.10419500000000002 0.10908000000000002 0.088060000000000013 -0.091069999999999984 0.089210000000000025 -0.082974999999999979 0.083865000000000009 0.094225000000000017 -0.071044999999999983 0.10659 0.12965000000000002 0.13340000000000005 0.0036750000000000007 -0.080119999999999983 0.092890000000000014 0.091905000000000014 -0.10142499999999997 0.097720000000000015 0.085465000000000013 0.089595000000000022 0.10439500000000002 0.085730000000000015 -0.26343999999999995 -0.083284999999999984 0.089480000000000018 -0.076764999999999986 0.090390000000000012 -0.087474999999999983 0.086135000000000017 0.086000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 5 6 -5 -6 -9 10 11 12 15 -14 -15 16 -1 18 19 21 -21 22 -18 24 26 -25 -24 -27 29 -29
right_child=-2 2 -4 4 7 -7 -8 8 -10 -11 -12 -13 13 14 -16 -17 17 -19 -20 20 -22 -23 23 25 -26 27 -28 28 -30 -31
leaf_value=-8.520348199133022e-05 -8.6964583169901749e-05 0.00015601292206239041 -0.00022956417509097571 -0.00019625060612313627 0.00021656402456590677 -0.00028068994142813611 0.00013221212986694729 -0.00011080906755193031 6.4609745874934425e-05 0.0001104767496144632 7.9785890703102551e-05 -0.00012675736458428826 0.00021267257252475247 -0.00015579553306451998 0.00015370660884610307 -0.00012880983045934478 0.00016993837922531056 -0.00011661852219979418 8.6303925207984218e-05 0.00021607606060570106 -3.1404729760162387e-05 -0.00016754971322370695 4.3398525592818292e-06 -0.00033463594078057216 0.00049152102641528475 7.9483105792226553e-05 -0.00020108225756303004 -1.4157942564551629e-06 3.2399689882772185e-05 -0.00027013218606866543
leaf_weight=34 20 22 24 21 22 20 23 22 21 22 38 24 24 30 26 21 22 22 36 20 26 20 163 20 20 33 20 2059 225 21
leaf_count=34 20 22 24 21 22 20 23 22 21 22 38 24 24 30 26 21 22 22 36 20 26 20 163 20 20 33 20 2059 225 21
internal_value=0 5.60879e-07 -2.90744e-05 2.79149e-06 -2.33393e-05 -0.000104597 -2.45542e-05 5.66679e-05 -2.51394e-05 2.33333e-06 1.51406e-06 4.76259e-07 1.55072e-06 5.53331e-05 -1.20981e-05 -7.06507e-09 9.79749e-07 2.06221e-06 3.03464e-06 1.90301e-06 7.61956e-05 5.90119e-07 1.89201e-06 4.4843e-07 3.20994e-05 -2.2764e-06 -1.81107e-05 5.66714e-07 -5.63109e-07 -4.1288e-06
internal_weight=0 3101 175 151 129 64 44 65 43 2926 2904 2866 2842 80 56 2762 2741 2707 2685 2649 46 2603 2583 2561 203 2358 183 2338 2305 2080
internal_count=3121 3101 175 151 129 64 44 65 43 2926 2904 2866 2842 80 56 2762 2741 2707 2685 2649 46 2603 2583 2561 203 2358 183 2338 2305 2080
is_linear=0
shrinkage=0.1


Tree=3081
num_leaves=31
num_cat=0
split_feature=132 1185 1203 10 0 11 9 2 1 34 16 12 0 43 4 3 4 157 156 475 2 1429 156 4 12 12 12 12 402 403
split_gain=1.84365e-05 0.000120869 6.13169e-05 1.57992e-05 8.53967e-05 4.16024e-05 3.6391e-05 2.80385e-05 0.000192535 9.39163e-05 2.80996e-05 2.46399e-05 2.43358e-05 3.0616e-05 2.06115e-05 9.38581e-05 2.17934e-05 0.000116773 6.48102e-05 5.5565e-05 0.000126675 4.08595e-05 3.07021e-05 2.48267e-05 2.29186e-05 0.000133676 0.000124671 9.24579e-05 8.00801e-05 9.3676e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.053330000000000009 -0.079829999999999998 -1.0000000180025095e-35 0.091905000000000014 -0.0050599999999999994 0.094220000000000012 -0.079379999999999992 -0.0094449999999999968 -0.07983999999999998 0.14486500000000005 -0.091274999999999981 -0.50940999999999981 -0.0080949999999999998 -0.50052499999999989 -0.00078499999999999989 0.3248100000000001 0.055635000000000011 0.10060500000000001 0.11635000000000001 -0.094124999999999986 -0.39518999999999993 0.085355000000000014 0.085635000000000003 0.085250000000000006 0.085955000000000018 0.11174500000000002 -0.0031149999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -3 7 8 -7 10 -10 -6 14 -14 15 -9 17 -16 19 21 -21 22 -18 -24 26 -26 28 -27 29 -25
right_child=1 3 -4 4 11 6 -8 12 9 -11 -12 -13 13 -15 16 -17 18 -19 -20 20 -22 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=-7.8080445272809311e-06 0.00024116626272665428 0.0001299934827256948 -0.00016611016778499886 -0.00021005429094161216 -5.6125117736796497e-05 0.00032953794929198923 -0.00013398963361396454 -0.00020983349022571929 0.00012890499031830888 -0.00020551698176859645 -2.5773467084787706e-05 8.6106385600126894e-05 -3.4402289966237728e-05 0.00011991056089755148 0.00019596277998140256 5.7509766012462304e-05 0.00011893773986403609 -0.00010956170299323276 -0.000181158350314945 -1.9915041935451586e-05 0.00027893658499005659 -0.00012995207007043065 0.00010088745292033191 7.3087469877640432e-05 0.00018933435604642575 -0.00016363378535435701 -0.00025683319185017831 3.2768167739856315e-06 -0.00019869559210250869 -1.9332398983817526e-05
leaf_weight=194 21 25 28 22 21 20 20 24 24 20 23 29 20 36 29 29 21 22 20 37 23 25 23 129 38 34 21 1389 22 732
leaf_count=194 21 25 28 22 21 20 20 24 24 20 23 29 20 36 29 29 21 22 20 37 23 25 23 129 38 34 21 1389 22 732
internal_value=0 2.12689e-06 -2.77741e-05 3.82688e-07 -4.58713e-05 1.56953e-06 4.15058e-07 1.38865e-06 5.72569e-05 -2.4021e-05 5.32113e-05 2.63692e-05 -4.2905e-07 6.47988e-05 -1.8243e-06 -6.35513e-05 -5.48848e-07 6.41679e-05 -1.86172e-06 -4.23893e-07 9.46447e-05 -2.76741e-06 -1.44752e-06 -2.50618e-06 -3.5117e-06 4.2318e-06 -1.60264e-05 -7.11209e-07 -1.02994e-05 -5.48552e-06
internal_weight=0 2899 222 2878 72 2806 2781 2761 87 67 47 50 2674 56 2618 53 2565 51 2514 2494 60 2434 2409 2388 2365 1461 904 1423 883 861
internal_count=3121 2899 222 2878 72 2806 2781 2761 87 67 47 50 2674 56 2618 53 2565 51 2514 2494 60 2434 2409 2388 2365 1461 904 1423 883 861
is_linear=0
shrinkage=0.1


Tree=3082
num_leaves=31
num_cat=0
split_feature=50 1 46 45 1428 483 484 16 12 130 480 12 480 483 483 1456 12 1455 1456 2 1456 42 403 2 1210 1456 480 1456 403 403
split_gain=1.51754e-05 8.66274e-05 3.77329e-05 4.15785e-05 2.06661e-05 1.95958e-05 2.0014e-05 3.36996e-05 1.84419e-05 4.07916e-05 1.87104e-05 5.9907e-05 5.09925e-05 2.23692e-05 4.31293e-05 3.60056e-05 7.43475e-05 6.62455e-05 4.28606e-05 3.25413e-05 2.67739e-05 0.000103397 6.00443e-05 0.00032664 4.89561e-05 3.90604e-05 5.08572e-05 4.36726e-05 2.86488e-05 2.28906e-05
threshold=0.13857500000000003 0.099990000000000009 0.10123000000000001 0.083445000000000005 -0.070379999999999984 0.13726000000000002 0.17417500000000002 0.071345000000000006 0.23631000000000002 -0.22461999999999996 0.11191000000000002 0.09364500000000002 0.10344000000000002 0.10083000000000002 0.10761000000000003 -0.090954999999999994 0.085055000000000006 -0.072959999999999983 0.12034500000000002 0.096325000000000008 0.091180000000000011 0.085935000000000025 -0.54856499999999986 0.083715000000000026 -0.41266499999999995 0.085275000000000004 0.08610000000000001 0.083690000000000014 -0.53762499999999991 -0.52917499999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 8 -8 9 -6 12 -12 13 15 -15 16 -11 -17 20 -16 22 -22 23 -19 -24 27 -27 28 -26 -30
right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 11 -13 -14 14 19 17 -18 18 -20 -21 21 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=7.848413008426125e-05 -0.00018107250913022586 6.582836724798351e-05 0.00012855389637558763 -0.00014023731992199914 0.00012344520469519517 9.6336806711319484e-05 -0.00014112015610757785 3.1539001720375379e-05 -9.2945866622141615e-05 3.5295319200182955e-05 -5.3221504536590401e-05 0.00018563886939470349 -0.00013531047609701221 0.00013343195569177625 6.8196055971467027e-05 0.00012981054632734575 -0.00019937942564259481 0.00021277113916030866 -0.00013739463519532762 -0.00010804840519995195 0.0002389140820187528 -6.2076939575490537e-05 0.00015273126281542881 -0.00028101448697270826 -0.00012024473006022162 0.00017997741752306295 -2.2378259959425678e-05 -0.00013662471828865819 9.5126106461975734e-05 -1.0670689866912073e-06
leaf_weight=34 27 30 23 21 27 21 26 20 21 27 21 21 28 36 22 39 27 21 23 20 21 25 21 37 20 27 23 24 25 2363
leaf_count=34 27 30 23 21 27 21 26 20 21 27 21 21 28 36 22 39 27 21 23 20 21 25 21 37 20 27 23 24 25 2363
internal_value=0 -5.11247e-05 9.51074e-07 -1.40245e-08 9.61038e-07 7.83237e-08 -6.0344e-07 -6.6051e-05 4.27936e-07 1.10456e-06 -4.5981e-08 6.62087e-05 -1.02961e-06 3.12716e-07 5.3114e-05 -1.19977e-06 -8.20421e-05 4.35853e-07 -1.48263e-06 -1.57299e-05 -2.83561e-07 7.5332e-05 -1.64175e-06 -0.00010223 6.89104e-07 -5.97312e-07 8.68938e-05 -2.39606e-06 -1.05823e-06 -6.00215e-08
internal_weight=0 57 3064 3041 3020 2986 2965 46 2919 2898 2871 42 2829 2801 78 2723 54 2669 2630 42 2607 46 2561 58 2503 2482 50 2432 2408 2388
internal_count=3121 57 3064 3041 3020 2986 2965 46 2919 2898 2871 42 2829 2801 78 2723 54 2669 2630 42 2607 46 2561 58 2503 2482 50 2432 2408 2388
is_linear=0
shrinkage=0.1


Tree=3083
num_leaves=31
num_cat=0
split_feature=130 10 42 1 376 10 0 2 2 3 2 0 12 34 46 0 50 152 157 2 0 3 1 157 0 11 1204 399 49 49
split_gain=1.71926e-05 4.39055e-05 4.26693e-05 2.53137e-05 1.73059e-05 2.19991e-05 0.000113137 4.34983e-05 0.000136838 3.03876e-05 2.32165e-05 2.01182e-05 3.18818e-05 1.92291e-05 2.11358e-05 5.12243e-05 2.40258e-05 7.03301e-05 4.23479e-05 3.67937e-05 8.43688e-05 3.00549e-05 9.69063e-05 0.000160951 8.78348e-05 7.32385e-05 3.79629e-05 2.80626e-05 2.54056e-05 4.23414e-05
threshold=-0.23647499999999996 -0.38124499999999995 0.089390000000000011 0.16540500000000002 -0.18919999999999998 0.053330000000000009 -0.079829999999999998 -0.090999999999999984 -0.15339499999999998 -0.023499999999999997 -0.033169999999999991 0.14486500000000005 0.091200000000000017 -0.085114999999999982 0.10253500000000002 -0.26609999999999995 -0.099524999999999988 0.083555000000000004 0.63604500000000008 0.10981000000000002 -0.067624999999999977 -0.16726499999999997 0.10337500000000001 -0.04831499999999999 0.051010000000000007 0.08326500000000002 -0.098194999999999991 -0.087464999999999987 -0.10069499999999999 -0.088694999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 7 -7 8 -6 -8 -9 13 -13 -12 15 -15 17 19 21 -17 -21 22 25 -24 26 -18 -23 -28 -29 -30
right_child=1 3 -4 -5 5 6 9 10 -10 -11 11 12 -14 14 -16 16 18 -19 -20 20 -22 24 23 -25 -26 -27 27 28 29 -31
leaf_value=-9.2418729509518029e-05 -1.1423106298025232e-06 8.4573084920217903e-05 0.00020294921927242762 -0.00010766206553605365 -9.3901676882524051e-05 -0.00024943688331404703 -5.236097037533745e-05 -0.0001056618784094185 0.00026026663132749185 0.00011203053494998882 9.4024396371207252e-05 -2.7907540243177209e-05 0.00012456251058665658 0.00015080072705379941 -9.1766881884653304e-05 -7.0549905413409345e-05 4.6201583696529269e-05 0.00021310827531124236 -0.00014924360293662177 0.00020811162460383708 -5.1584562682145241e-05 -0.0001171057037701193 -0.00024941064442497344 8.8862711578631444e-05 -0.00017840071864313738 0.00030294007699126273 9.1015852558484769e-05 4.3274914574859787e-05 -0.00013762344024144114 -4.1074511778788097e-06
leaf_weight=20 20 24 21 22 20 21 22 21 24 23 21 24 32 22 26 37 25 20 20 22 29 29 22 39 29 20 32 112 24 2298
leaf_count=20 20 24 21 22 20 21 22 21 24 23 21 24 32 22 26 37 25 20 20 22 29 29 22 39 29 20 32 112 24 2298
internal_value=0 5.96055e-07 0.000103392 -7.81281e-07 -7.29278e-09 -6.80793e-07 -5.7779e-05 5.97525e-07 9.9281e-05 3.16614e-05 -8.9768e-07 -1.34569e-07 5.92182e-05 -1.31029e-06 -2.02377e-06 -1.18444e-06 -2.3968e-06 4.38363e-05 -4.28102e-06 5.36542e-06 6.04412e-05 -3.17864e-06 4.89854e-05 -3.31375e-05 -5.36936e-06 0.000160308 -3.35818e-06 -2.02051e-06 -3.24367e-06 -5.48746e-06
internal_weight=0 3101 41 3060 3038 3014 66 2948 44 45 2904 2883 56 2827 2806 2780 2758 108 2650 88 51 2630 106 61 2524 45 2495 2466 2434 2322
internal_count=3121 3101 41 3060 3038 3014 66 2948 44 45 2904 2883 56 2827 2806 2780 2758 108 2650 88 51 2630 106 61 2524 45 2495 2466 2434 2322
is_linear=0
shrinkage=0.1


Tree=3084
num_leaves=31
num_cat=0
split_feature=33 34 9 0 39 39 1 12 132 1186 1185 52 13 11 2 474 1420 154 1429 471 11 156 156 1456 13 160 12 47 2 158
split_gain=1.57654e-05 1.82334e-05 3.45038e-05 0.00010199 1.6643e-05 2.17339e-05 3.91427e-05 5.35231e-05 1.9122e-05 0.000451822 0.000212095 5.22656e-05 3.9043e-05 1.79931e-05 7.39218e-05 1.76132e-05 2.41838e-05 2.16922e-05 2.13813e-05 3.63987e-05 3.03443e-05 5.2488e-05 2.77419e-05 5.53144e-05 4.92141e-05 5.65661e-05 6.82972e-05 2.348e-05 2.36038e-05 9.82883e-05
threshold=-0.009184999999999997 -0.112215 0.088235000000000022 -0.055064999999999996 -0.083889999999999978 -0.020804999999999994 0.16540500000000002 0.15120000000000003 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 0.056795000000000005 0.096435000000000007 0.11093500000000002 -0.26322499999999993 1.0000000180025095e-35 0.085530000000000009 0.11475 0.094575000000000006 0.08976000000000002 0.12734000000000004 0.09747500000000002 0.12676500000000004 0.0076650000000000008 -0.076214999999999991 0.091325000000000003 0.13148500000000005 0.11411 0.107145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 7 8 9 11 -10 12 -7 15 -15 -12 17 18 19 20 21 22 23 27 25 -24 -27 28 -17 -30
right_child=1 2 3 -5 5 6 -8 -9 10 -11 13 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=-7.0958416096888669e-05 -9.0001300387401986e-05 9.0889045823132632e-05 0.00025228302526686874 -3.3140407815094917e-05 -7.6804589942283303e-05 -1.6405985002490654e-05 0.00013026256195229033 -0.00013830024264669712 -0.00031083941843958619 0.00048158794324990598 -7.7610227865455993e-05 -0.00015321131855307614 0.00013296026674652241 0.00020500649305176923 -6.0628029496001551e-05 3.0531199075713643e-06 0.00011029519955627621 -0.00010131352291431367 9.6720188388565512e-05 -0.00013124100766747558 0.00012066492336522235 -0.00013379713626787194 -5.3104184437622535e-06 -0.00014879267186915969 -9.3779687522328454e-05 0.00024747602549420365 1.8434196776386513e-05 7.0714594844599915e-05 -4.5151945562652918e-05 0.00018512845708755778
leaf_weight=31 22 20 21 31 37 140 23 28 22 20 29 25 20 20 22 2013 20 21 23 21 21 29 44 25 20 30 23 47 253 20
leaf_count=31 22 20 21 31 37 140 23 28 22 20 29 25 20 20 22 2013 20 21 23 21 21 29 44 25 20 30 23 47 253 20
internal_value=0 7.1188e-07 1.36237e-06 8.21267e-05 -3.01236e-08 -6.37061e-07 3.15355e-07 -7.02624e-07 6.2225e-07 3.00675e-05 -1.61093e-06 -1.87455e-05 2.2648e-06 9.26568e-07 6.58646e-05 -1.06929e-07 7.54219e-07 -9.16574e-08 7.35769e-07 -1.31333e-07 9.59084e-07 -4.48384e-08 1.52236e-06 -8.35951e-07 4.90514e-05 7.85011e-05 0.000148081 7.49526e-07 -6.88951e-07 -2.82816e-05
internal_weight=0 3090 3068 52 3016 2996 2959 2936 2908 205 2703 185 160 2681 42 2639 2610 2590 2569 2546 2525 2504 2475 2358 117 97 53 2333 2286 273
internal_count=3121 3090 3068 52 3016 2996 2959 2936 2908 205 2703 185 160 2681 42 2639 2610 2590 2569 2546 2525 2504 2475 2358 117 97 53 2333 2286 273
is_linear=0
shrinkage=0.1


Tree=3085
num_leaves=31
num_cat=0
split_feature=132 1185 1203 150 1 447 147 0 147 0 33 47 1 2 48 14 0 133 12 15 1 12 49 3 11 15 13 52 1 0
split_gain=1.65136e-05 0.000132397 5.53996e-05 1.50766e-05 2.35462e-05 2.35173e-05 2.2777e-05 4.19104e-05 3.47397e-05 1.77095e-05 0.000134282 0.000108895 0.000580584 0.000212387 9.35089e-05 7.1035e-05 7.75851e-05 8.29965e-05 7.28207e-05 0.000114028 0.000222387 6.88293e-05 9.1709e-05 8.3807e-05 6.04613e-05 5.48188e-05 5.12803e-05 4.79861e-05 0.000181355 3.35174e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.11226499999999999 0.11103500000000001 0.097325000000000009 0.092070000000000013 -0.078244999999999995 0.090115000000000015 -0.10224499999999999 -1.0000000180025095e-35 0.092710000000000015 0.10060500000000001 0.080205000000000012 0.11454000000000002 -0.23960999999999996 -0.23194499999999998 0.10209000000000001 0.089300000000000004 -0.015039999999999998 0.090475000000000014 -0.029094999999999999 -0.009329999999999998 -0.012304999999999998 0.074925000000000005 -0.10324499999999999 -0.088854999999999976 -0.080114999999999978 0.090475000000000014 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 8 -8 9 11 -11 13 -13 -5 -14 -15 -17 18 19 21 24 25 27 -24 -21 -18 -20 -23 -29 -12
right_child=1 3 -4 5 -6 -7 7 -9 -10 10 29 12 14 15 -16 16 17 -19 26 20 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-7.3076198194818043e-06 0.00025219221063577736 0.00011753084678881959 -0.0001577776370238228 0.00022529735275057672 -2.365440831497489e-05 -9.3636970362880403e-05 0.00013819478711525336 -3.6618469039240154e-05 -0.00013246161019196735 0.00020082378884099482 -0.00010441610053627909 -0.00057545674914893301 0.00018932429954171919 0.0001466355515124936 -6.848311972776976e-05 -0.00020873739536593508 -0.00016311354308028617 -0.00019785246671138643 8.3482834760126512e-06 0.00010542540862250304 -0.00039005503555096727 -0.00012430322316029797 3.5466951767375574e-05 0.00032149423953212267 -0.00012386698325154494 1.4053612259203874e-05 0.00021105486809271193 -0.00013053501582665678 0.00024324352177791301 2.0125525966021646e-06
leaf_weight=194 21 27 28 39 21 27 32 24 20 34 30 21 24 24 34 23 31 24 26 23 23 23 20 21 23 40 24 27 25 2168
leaf_count=194 21 27 28 39 21 27 32 24 20 34 30 21 24 24 34 23 31 24 26 23 23 23 20 21 23 40 24 27 25 2168
internal_value=0 2.01293e-06 -2.62858e-05 1.87438e-07 5.57623e-05 -7.55174e-07 1.39513e-07 6.32748e-05 -1.14756e-06 -1.84489e-07 3.61055e-06 -1.72967e-05 -0.000124927 3.14277e-06 3.81958e-05 -1.98387e-05 -3.11571e-05 -1.87803e-05 -4.73542e-06 -2.62946e-05 -0.000136166 1.4246e-05 6.17102e-05 0.000181969 -9.22079e-06 -6.33011e-05 0.000105647 -4.03109e-06 4.91662e-05 5.59932e-07
internal_weight=0 2899 222 2878 48 2830 2803 56 2747 2727 2232 495 79 416 58 377 353 330 306 256 69 187 116 41 46 71 50 75 52 2198
internal_count=3121 2899 222 2878 48 2830 2803 56 2747 2727 2232 495 79 416 58 377 353 330 306 256 69 187 116 41 46 71 50 75 52 2198
is_linear=0
shrinkage=0.1


Tree=3086
num_leaves=31
num_cat=0
split_feature=33 47 47 9 16 47 393 124 1453 484 456 12 13 13 48 42 47 15 131 1203 130 49 4 130 130 128 128 128 13 43
split_gain=2.20641e-05 1.4916e-05 0.000114271 8.67525e-05 0.000280586 5.10805e-05 3.22961e-05 2.80247e-05 2.73474e-05 3.43224e-05 4.0818e-05 3.84694e-05 2.77225e-05 3.55313e-05 2.98822e-05 5.94589e-05 2.8343e-05 2.71012e-05 2.3395e-05 2.53138e-05 2.45877e-05 4.22061e-05 5.04083e-05 3.54353e-05 4.0399e-05 3.52066e-05 5.25648e-05 4.2206e-05 0.000105758 7.21152e-05
threshold=-0.009184999999999997 0.094160000000000008 0.096850000000000006 0.087755000000000014 -0.087484999999999993 0.091340000000000018 0.12765500000000005 -0.063929999999999987 -1.0000000180025095e-35 -0.075319999999999984 0.084890000000000007 0.086700000000000013 -0.016469999999999995 -0.064619999999999983 0.11326500000000002 -0.013389999999999997 0.12209500000000001 -0.086254999999999984 0.13767000000000004 -0.093454999999999996 0.10797500000000002 0.10247500000000002 -0.068329999999999988 0.10250500000000003 0.09833500000000002 0.11787500000000002 0.10614000000000001 0.090375000000000025 0.0015850000000000003 -0.0092949999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 18 -4 -9 11 12 -10 13 16 15 -14 17 -11 19 -2 23 22 -22 24 25 26 27 -21 29 -29
right_child=1 2 7 4 -6 -7 -8 8 9 10 -12 -13 14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-8.3944934510415606e-05 0.00011179272063600366 0.00021057314854637109 0.00010839289455401265 3.9505489631493047e-05 -0.00042538879613857722 0.00016026544864871541 0.00011785043642031152 0.0001058901456053718 -4.7431256721860596e-06 -4.9767774979565208e-05 0.0001234920612963227 -0.00019853038822475354 -2.2491857263958082e-05 -0.00016851897777542038 -4.4126110606157456e-05 0.0002057564645578428 -0.0001010263673379086 8.8160580068280731e-05 -0.00010157649841225383 2.0501765467296449e-06 -1.1616582924034447e-06 7.0597864275138519e-05 -0.00017481358634540811 9.5249166789028846e-05 -0.00014236717979656532 -0.00012860031290096058 0.00014286484732880267 0.00013963252004032257 -0.00027079425024567177 -0.00012243833833573654
leaf_weight=31 20 29 23 37 20 20 23 20 21 28 24 20 25 20 32 21 29 29 23 2370 32 21 35 39 20 21 26 21 20 21
leaf_count=31 20 29 23 37 20 20 23 20 21 28 24 20 25 20 32 21 29 29 23 2370 32 21 35 39 20 21 26 21 20 21
internal_value=0 8.42164e-07 2.12481e-05 -1.52342e-06 -0.000123615 1.04268e-06 -1.40258e-07 2.44522e-06 -6.6135e-06 -1.56499e-05 8.33549e-07 -9.92735e-05 -1.51654e-05 -4.84621e-05 3.0084e-05 8.17085e-05 -2.05419e-05 2.04063e-05 -1.15704e-06 -2.84155e-07 -1.13775e-06 -5.31033e-05 -9.18754e-05 6.64052e-07 -8.12066e-07 3.29968e-07 1.43149e-06 -8.05464e-08 -8.15291e-05 8.59709e-06
internal_weight=0 3090 321 2769 57 2712 2692 292 269 249 208 41 184 106 78 46 86 57 2669 2646 2626 88 67 2538 2499 2479 2458 2432 62 42
internal_count=3121 3090 321 2769 57 2712 2692 292 269 249 208 41 184 106 78 46 86 57 2669 2646 2626 88 67 2538 2499 2479 2458 2432 62 42
is_linear=0
shrinkage=0.1


Tree=3087
num_leaves=31
num_cat=0
split_feature=33 9 16 13 132 15 393 1186 50 133 2 13 51 51 1209 16 16 13 52 51 12 1 43 15 0 130 10 14 43 156
split_gain=1.78719e-05 1.57801e-05 0.000225189 8.14659e-05 1.69435e-05 0.000434201 0.000216877 0.000125781 2.08012e-05 2.06244e-05 1.99105e-05 3.52092e-05 1.39733e-05 6.64246e-05 4.81117e-05 4.59957e-05 4.86656e-05 3.50581e-05 4.86173e-05 0.000213563 7.09965e-05 9.67713e-05 9.07678e-05 4.72314e-05 4.15599e-05 3.17482e-05 3.57521e-05 2.96041e-05 0.000102957 0.000109162
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.076384999999999995 -0.083284999999999984 0.091915000000000011 0.12679500000000002 0.0044650000000000011 0.09227500000000001 -0.45516499999999999 0.089320000000000024 -0.0018299999999999998 0.094075000000000006 0.090560000000000015 0.13368500000000003 -0.14771999999999999 -0.13941499999999998 0.095120000000000024 -0.068719999999999989 0.12229000000000002 0.088245000000000004 0.083135000000000014 -0.010739999999999998 -0.083359999999999976 -0.080869999999999984 -0.23123999999999997 -0.086389999999999981 -0.31455999999999995 -0.05647499999999999 0.11538000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 7 12 8 9 -2 11 -11 13 14 25 -14 -17 18 19 -18 21 -20 24 -23 -22 -6 -27 28 -28 -30
right_child=1 2 -4 -5 6 -7 -8 -9 -10 10 -12 -13 15 -15 -16 16 17 -19 20 -21 22 23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-7.5550427326590813e-05 0.00010558865879747001 4.9706661024095448e-05 0.00032751148676879894 -0.0002262515340044047 0.00012363330662992666 0.00040993555364995981 -0.00033046893455320972 -0.00026306410494726152 -8.4094607973383983e-05 1.0441482098450742e-05 6.1801560455146634e-05 -0.00013849848681794747 0.000124589692210508 -0.00013549689784004179 0.00014671577208156866 -0.00013340791856930793 0.00031876335520387837 -7.769920140355791e-05 -0.00024467690340575893 -5.7945891817593401e-05 8.6217134325441142e-05 -0.00010917228152417618 0.00021760077393082611 6.7461749060340688e-05 -0.00010189493317890691 -9.2194048351695361e-05 -0.00011977153664702202 -3.0584692962650972e-06 0.00032498045102329347 2.1805497288534586e-06
leaf_weight=31 22 23 20 20 20 26 20 20 24 65 37 21 37 37 22 23 27 33 21 34 23 24 28 41 24 44 20 2292 20 22
leaf_count=31 22 23 20 20 20 26 20 20 24 65 37 21 37 37 22 23 27 33 21 34 23 24 28 41 24 44 20 2292 20 22
internal_value=0 7.57943e-07 5.02929e-05 -7.8646e-05 -2.73013e-07 2.67842e-05 -2.34176e-06 -2.59244e-05 2.13944e-06 1.64127e-05 4.62487e-07 -2.59276e-05 8.72528e-09 -2.51408e-06 -4.97535e-07 1.98468e-05 5.90616e-06 1.84717e-05 3.27674e-05 0.000108794 3.96223e-06 -5.80514e-05 7.50712e-05 2.24303e-06 -9.84009e-06 -1.83695e-06 -2.8834e-06 -1.21404e-06 6.69702e-05 0.000155895
internal_weight=0 3090 63 43 3027 215 2812 189 169 145 123 86 2792 2477 2440 315 278 255 222 61 161 86 75 65 47 2418 2398 2354 62 42
internal_count=3121 3090 63 43 3027 215 2812 189 169 145 123 86 2792 2477 2440 315 278 255 222 61 161 86 75 65 47 2418 2398 2354 62 42
is_linear=0
shrinkage=0.1


Tree=3088
num_leaves=31
num_cat=0
split_feature=130 12 14 10 0 3 9 2 9 10 14 14 45 13 14 124 42 132 393 15 42 16 132 2 131 1212 401 1211 1212 402
split_gain=1.64487e-05 3.86673e-05 1.58962e-05 1.78012e-05 0.000102829 7.62788e-05 4.06758e-05 1.8733e-05 3.1419e-05 3.03335e-05 2.2988e-05 9.07164e-05 7.26153e-05 2.51692e-05 1.66298e-05 1.6976e-05 2.35283e-05 2.14155e-05 0.000117052 5.3429e-05 4.00222e-05 8.13538e-05 4.75221e-05 2.65667e-05 2.04748e-05 2.08595e-05 3.08133e-05 4.46273e-05 5.99159e-05 5.87732e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.47356499999999996 0.0036750000000000007 -0.080119999999999983 -0.13309499999999996 0.088235000000000022 -0.013254999999999998 -0.036024999999999995 -0.011559999999999999 -0.31455999999999995 -0.44847999999999993 0.094030000000000016 -0.078704999999999983 -1.0000000180025095e-35 0.0049200000000000008 -0.031659999999999994 -0.083174999999999985 0.12069000000000002 0.092400000000000024 -0.021469999999999996 -0.07550999999999998 -0.094369999999999996 0.089320000000000024 0.13602500000000003 0.13631000000000001 -0.47144999999999992 0.11671000000000002 0.10909000000000001 -0.45015499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 7 9 -9 -4 11 13 14 -10 -12 17 -17 19 24 20 22 -22 23 -16 25 26 -19 28 29 -28
right_child=1 -3 3 4 5 -7 -8 8 10 -11 12 -13 -14 -15 15 16 -18 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-9.0397074109205286e-05 -8.5059916620428512e-05 0.00013268660325345329 -2.9297454776020635e-05 0.0002143857911187297 0.00012079407497367356 -0.00012815682351856596 -0.0001131148470676635 -9.1128649402985744e-05 -0.0001029085394111462 0.00012969296796135106 9.1642464176402435e-05 0.00023653653159271928 -0.00014843601666970327 4.6306348461764808e-05 -6.406196835087031e-05 -1.3539736058495086e-05 0.00012376566723665188 0.0001175229981361719 0.00024252733754110526 -0.00016918011918096455 -5.9605426781273675e-06 -0.00024037367904384155 0.00015892256931031377 5.4349635603203862e-05 7.9099855776121336e-05 -7.6969505142996145e-05 -0.00014557516068245085 -0.00012466324960455652 0.00014825964524923756 1.8555777596439492e-07
leaf_weight=20 22 22 21 25 20 32 32 38 20 28 20 20 33 26 40 24 26 22 20 25 57 20 22 36 32 36 28 29 27 2298
leaf_count=20 22 22 21 25 20 32 32 38 20 28 20 20 33 26 40 24 26 22 20 25 57 20 22 36 32 36 28 29 27 2298
internal_value=0 5.83016e-07 -3.60887e-07 2.48658e-07 4.77209e-05 -3.24065e-05 -9.77974e-07 2.39252e-07 -7.97117e-07 6.15542e-05 4.02672e-07 5.87352e-05 -9.74769e-07 -1.85697e-05 7.87078e-07 1.24384e-07 5.78591e-05 -9.47954e-07 1.57882e-06 -3.24316e-05 -1.28961e-05 -6.68471e-05 2.94939e-05 -7.97226e-06 -3.70598e-07 -1.41283e-06 -2.81369e-07 -1.3694e-06 1.50156e-07 -1.56909e-06
internal_weight=0 3101 3079 3057 77 52 2980 2948 2899 49 2861 66 2795 46 2762 2742 50 2692 2492 200 175 77 98 76 2472 2440 2404 2382 2353 2326
internal_count=3121 3101 3079 3057 77 52 2980 2948 2899 49 2861 66 2795 46 2762 2742 50 2692 2492 200 175 77 98 76 2472 2440 2404 2382 2353 2326
is_linear=0
shrinkage=0.1


Tree=3089
num_leaves=31
num_cat=0
split_feature=12 15 12 33 12 15 46 153 147 0 473 471 155 150 0 1 1375 16 16 3 9 16 16 13 4 1186 393 1186 0 1
split_gain=1.64967e-05 3.9052e-05 6.54024e-05 2.34445e-05 1.99846e-05 6.38836e-05 5.10315e-05 2.99861e-05 2.73325e-05 5.44359e-05 2.01216e-05 3.5836e-05 3.95681e-05 2.13973e-05 2.27152e-05 4.97618e-05 2.972e-05 2.09701e-05 8.50851e-05 0.000153892 6.62693e-05 7.09092e-05 5.54616e-05 5.31253e-05 0.000152545 5.09733e-05 0.000127113 9.68045e-05 5.01927e-05 7.50484e-05
threshold=0.23631000000000002 -0.5556049999999999 -0.082514999999999991 -0.009184999999999997 0.12757000000000002 -0.079249999999999987 -0.043074999999999995 0.086100000000000024 0.097985000000000017 -0.26609999999999995 -0.072684999999999986 -0.085064999999999988 0.14547000000000002 -0.11226499999999999 -0.23051499999999997 0.088975000000000012 0.099110000000000018 -0.046599999999999996 -0.056919999999999991 -0.073309999999999986 0.09055500000000001 -0.061854999999999993 -0.039889999999999988 -0.16152999999999998 -0.014149999999999998 0.062435000000000011 0.12765500000000005 0.087140000000000009 -0.15599999999999997 0.087325000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -5 8 9 -8 -11 -12 13 -13 15 -15 17 18 20 -20 21 23 -19 24 -16 26 28 -27 29 -25
right_child=-2 3 -4 4 5 -7 7 -9 -10 10 11 12 -14 14 16 -17 -18 22 19 -21 -22 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=-3.3427735512045078e-05 -8.4377740400352365e-05 -9.3491820034277803e-05 0.00021066202405010069 0.0001436148919456173 -0.00020370410507894121 8.3790785705490153e-06 0.00016642974747810513 -0.00012189330424007494 -8.8163106792147597e-05 9.4031515833075508e-05 -0.000127013210889841 7.6707213272836982e-05 0.00014126858529380117 6.2542188279621764e-05 -0.00031460742946364922 -0.00013419021868483265 0.00011120194661392209 -0.00013441715649345755 -2.2601599805057048e-05 0.00034955852641360257 -0.00015823153976452886 0.00018414261928476416 -6.6618280249386738e-06 -4.3677395660779444e-05 -1.9446609347679939e-06 -0.00026119510446733331 0.00025638956742893374 1.9257533392647022e-05 4.0600197939577497e-06 0.00020640322985855165
leaf_weight=21 23 27 23 25 20 49 20 20 34 23 22 36 20 20 20 36 24 35 25 20 25 22 1167 20 71 20 21 32 1170 30
leaf_count=21 23 27 23 25 20 49 20 20 34 23 22 36 20 20 20 36 24 35 25 20 25 22 1167 20 71 20 21 32 1170 30
internal_value=0 6.26443e-07 9.41646e-05 -7.21193e-07 1.06295e-07 -5.30943e-05 1.34728e-06 1.34637e-07 9.72453e-07 2.02511e-06 8.75029e-07 1.19528e-07 1.11346e-06 1.10201e-07 -8.89615e-07 -6.39286e-05 4.16893e-07 -5.75953e-07 7.40959e-06 0.000142803 3.15194e-06 6.02149e-06 -1.03818e-05 3.19008e-06 -7.06618e-05 8.3877e-06 1.2452e-05 -8.86089e-05 8.25309e-06 0.000106371
internal_weight=0 3098 44 3054 3027 69 2958 2933 2913 2879 2859 2836 2814 2794 2758 56 2702 2678 1476 45 1431 1406 1202 1384 91 1293 1241 52 1220 50
internal_count=3121 3098 44 3054 3027 69 2958 2933 2913 2879 2859 2836 2814 2794 2758 56 2702 2678 1476 45 1431 1406 1202 1384 91 1293 1241 52 1220 50
is_linear=0
shrinkage=0.1


Tree=3090
num_leaves=31
num_cat=0
split_feature=132 1203 393 50 16 16 13 2 133 0 14 14 1456 15 474 48 1 1 0 33 9 9 48 133 0 13 3 133 48 1365
split_gain=1.5996e-05 0.000435925 0.000226658 9.00852e-05 1.46639e-05 2.00792e-05 1.90786e-05 3.3035e-05 1.7637e-05 3.00009e-05 1.35243e-05 3.74827e-05 4.66571e-05 2.84006e-05 2.30826e-05 2.08567e-05 5.43945e-05 0.000132245 4.73751e-05 2.04765e-05 2.07567e-05 5.11678e-05 1.97379e-05 1.89623e-05 0.000109686 7.02387e-05 5.03957e-05 3.74612e-05 1.94721e-05 2.08146e-05
threshold=-0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 -0.097644999999999996 -0.090054999999999982 0.054800000000000008 0.10045500000000002 -0.015164999999999998 -0.082974999999999979 -0.41348999999999997 -0.23960999999999996 0.12676500000000004 -0.44764999999999994 0.096435000000000007 0.12474000000000002 0.11212500000000002 0.12337000000000002 -0.071924999999999989 -0.044254999999999996 0.092235000000000011 0.085355000000000014 0.11326500000000002 0.51114000000000004 -0.072594999999999979 -0.066634999999999986 -0.085709999999999995 0.42433500000000007 0.10697000000000002 0.085025000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 -1 -6 7 8 9 -7 13 -12 15 14 -2 19 -17 -18 -19 -13 21 22 23 27 25 -25 -27 28 29 -21
right_child=2 -3 -4 -5 5 6 -8 -9 -10 -11 11 12 -14 -15 -16 16 17 18 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=7.3728328568904556e-05 -4.8748836488812233e-05 0.00045927914130689234 -0.00033744832267984748 -0.00022111506726105293 -8.713740779192584e-05 -0.00010415540053082654 -7.9120042417863657e-05 0.0001409271705779247 7.0705615326005503e-05 3.6274091121413222e-05 0.00010290703875297267 9.8119332410749941e-05 -0.00013578653254080563 -0.00014001097952132113 8.2826053185272033e-05 0.0001645446091840443 -0.00021769692459201905 0.00019637290437954521 2.7652740024158062e-07 -1.4991612954296887e-06 7.3347658641019682e-05 -0.00014445554791018368 -8.0004222294402072e-05 0.00017290877770971167 -0.00020907409886409108 6.2698462716070932e-05 -0.00016179140904569068 0.00012896044927006384 7.372684637327136e-05 7.7308868062305819e-05
leaf_weight=25 40 21 20 20 27 29 21 20 24 32 36 21 25 21 20 28 20 22 28 2345 37 25 31 22 28 20 20 23 36 34
leaf_count=25 40 21 20 20 27 29 21 20 24 32 36 21 25 21 20 28 20 22 28 2345 37 25 31 22 28 20 20 23 36 34
internal_value=0 2.60606e-05 -1.96666e-06 -1.98868e-05 2.72314e-06 -8.87901e-06 7.89065e-06 2.52928e-05 -1.91531e-06 -3.04875e-05 3.61457e-07 1.52638e-06 2.06412e-07 -3.99218e-05 -4.89054e-06 1.44722e-06 4.67475e-05 -3.71312e-07 8.65589e-05 -2.33106e-07 -1.02113e-06 -2.086e-06 -6.95133e-07 2.77407e-07 -4.47993e-05 2.93893e-05 -4.95465e-05 1.94144e-06 7.31733e-07 -3.72859e-07
internal_weight=0 219 2902 198 178 153 126 105 85 61 2882 2801 2765 81 60 2740 98 70 50 2642 2621 2584 2559 2528 90 62 40 2438 2415 2379
internal_count=3121 219 2902 198 178 153 126 105 85 61 2882 2801 2765 81 60 2740 98 70 50 2642 2621 2584 2559 2528 90 62 40 2438 2415 2379
is_linear=0
shrinkage=0.1


Tree=3091
num_leaves=31
num_cat=0
split_feature=160 1372 1372 52 484 158 482 483 131 13 159 480 157 2 403 481 475 12 151 16 160 2 133 160 457 457 52 1447 12 1447
split_gain=1.65602e-05 8.07513e-05 6.30516e-05 4.09172e-05 4.45781e-05 4.15314e-05 0.000107452 0.000100907 4.23808e-05 0.000142121 0.000124688 5.72267e-05 6.57333e-05 9.46813e-05 6.13464e-05 6.84335e-05 5.79579e-05 3.92247e-05 3.82768e-05 3.67449e-05 5.18212e-05 4.31101e-05 3.83031e-05 3.98034e-05 3.54059e-05 4.08186e-05 4.0653e-05 3.14332e-05 0.000243918 9.33559e-05
threshold=-0.085764999999999994 -1.0000000180025095e-35 -0.065504999999999994 -0.085984999999999992 -0.084519999999999984 0.10737500000000001 0.098105000000000012 0.097985000000000017 0.089415000000000008 -0.081029999999999977 0.10620500000000001 0.11240000000000001 -0.087624999999999981 0.087470000000000006 -0.084339999999999984 -0.081099999999999992 -0.08459499999999999 0.098810000000000023 -0.083294999999999994 -0.018494999999999998 -0.42113499999999993 0.092875000000000013 0.087415000000000007 -0.42113499999999993 -0.14786499999999997 -0.08798499999999998 0.51307000000000014 -0.085709999999999995 0.083985000000000018 -0.084149999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 6 7 8 10 -10 11 12 13 -6 -14 -16 -17 18 -18 21 -21 22 23 -20 -4 -26 27 28 -27 -29
right_child=2 3 24 4 5 -7 -8 -9 9 -11 -12 -13 14 -15 15 16 17 -19 19 20 -22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=0.00021287277249939509 -0.00015834666074414811 -9.964631612864182e-05 0.00011000319729126724 0.00015129493188831711 0.00026433559422995049 -9.155289528854681e-05 0.0002381710048731683 -0.00021282151366904144 -0.00023360985973200655 9.1074176140994371e-05 0.00027238145485171118 0.00017509342731154037 0.00014683893411226263 -1.9056327694081977e-06 -0.00020848251690040341 -0.00016510376535734396 9.92523857908404e-05 0.00013542710526962765 1.0771845845738426e-05 -0.00022770799456338863 -9.7566370338123917e-06 -8.3862973444506918e-05 -4.9272204757736894e-05 0.00021027972255978968 -0.00011529120802151739 0.00030922097980510448 -0.00010291024311579979 -0.00020682944392650494 -0.00010224941714327811 1.2767470570356081e-07
leaf_weight=20 26 33 28 23 22 38 21 20 26 28 20 21 21 34 20 23 26 20 20 20 24 38 24 20 32 25 39 22 34 2353
leaf_count=20 26 33 28 23 22 38 21 20 26 28 20 21 21 34 20 23 26 20 20 20 24 38 24 20 32 25 39 22 34 2353
internal_value=0 1.55437e-05 -3.41365e-06 8.26214e-06 1.52582e-05 8.82022e-06 1.7334e-05 6.47317e-06 1.72493e-05 -6.52552e-05 2.98704e-05 1.53052e-05 4.5502e-06 0.000102689 -1.69177e-05 -3.15513e-05 -1.50925e-05 2.87755e-06 -1.25352e-05 -3.24426e-05 -0.000108825 5.06916e-07 5.06015e-05 0.000110526 -1.82334e-06 -3.07329e-06 -1.62122e-06 1.73177e-09 7.21024e-05 -1.7894e-06
internal_weight=0 562 2559 542 509 486 448 427 407 54 353 333 312 56 256 235 215 192 172 146 44 102 64 40 2533 2505 2473 2434 59 2375
internal_count=3121 562 2559 542 509 486 448 427 407 54 353 333 312 56 256 235 215 192 172 146 44 102 64 40 2533 2505 2473 2434 59 2375
is_linear=0
shrinkage=0.1


Tree=3092
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 130 12 142 11 15 1 2 33 34 34 44 1455 1452 1453 1420 157 2 2 4 3 0 13 4 0 4 15
split_gain=1.57254e-05 0.000108823 6.65028e-05 1.38799e-05 3.80285e-05 1.50046e-05 4.37713e-05 5.69476e-05 3.51176e-05 2.25028e-05 2.81093e-05 2.26476e-05 2.26592e-05 4.52749e-05 2.48117e-05 6.38154e-05 2.34041e-05 3.05375e-05 2.47637e-05 4.52739e-05 3.16975e-05 9.67576e-05 7.39173e-05 5.6405e-05 6.5259e-05 4.70715e-05 4.74129e-05 0.000136039 4.55986e-05 5.35177e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.23631000000000002 -0.22461999999999996 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 0.14654000000000003 0.15471500000000002 0.14122000000000004 -0.044254999999999996 -0.097449999999999981 -0.084564999999999987 0.099360000000000018 0.11817000000000001 0.096800000000000011 0.08154500000000002 0.056520000000000008 0.63397500000000007 0.11411 0.11510000000000002 -0.064054999999999987 0.12178000000000001 0.13134000000000004 -0.15714499999999998 -0.50940999999999981 0.041630000000000007 0.0033150000000000007 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 -6 -8 -7 10 11 -9 -13 -14 15 16 17 18 19 20 23 -22 -23 24 25 -15 27 -27 -24 -30
right_child=1 3 -4 -5 5 8 7 9 -10 -11 -12 12 13 14 -16 -17 -18 -19 -20 -21 21 22 28 -25 -26 26 -28 -29 29 -31
leaf_value=-5.284729146903071e-06 0.00022877927105929261 0.00011904875834632011 -0.00017273938030013124 -7.7063175236300762e-05 0.00014122587883982554 -0.00015624445280991496 -0.00016063507404892748 0.00010589608755253722 2.1535744512220845e-05 -9.5506691983852465e-05 5.7345056192885252e-05 9.1963254425746327e-05 -0.00013578015752136708 -0.00013631397545955576 -0.00010629059040432119 0.00016265722824755359 -7.8046466669781165e-05 0.00010386850585096649 -0.00010928562038489396 0.00014960957914809115 -0.00024637900431116581 -0.00019542031569428568 9.7331790493626619e-05 0.00010845679904860492 0.00012185786411485656 7.2248187842143861e-05 1.3569741128550052e-06 -0.00027942180058744271 -3.9087945796464655e-07 -0.00017503728056908585
leaf_weight=195 21 27 27 23 22 20 22 20 25 24 88 26 25 26 22 24 39 28 21 20 20 21 40 49 43 22 1996 22 143 20
leaf_count=195 21 27 27 23 22 20 22 20 25 24 88 26 25 26 22 24 39 28 21 20 20 21 40 49 43 22 1996 22 143 20
internal_value=0 1.9643e-06 -2.56508e-05 3.09293e-07 9.32609e-07 -1.95091e-07 7.31145e-07 -3.88335e-07 -5.74777e-05 8.98788e-07 1.75099e-06 -1.11315e-07 -9.24567e-07 -1.86028e-06 -5.50426e-07 3.67603e-07 -1.18417e-06 2.89535e-08 -1.16118e-06 -2.2369e-07 -1.47126e-06 -3.56343e-05 -1.68178e-05 2.39148e-06 -7.28186e-08 -2.61058e-06 -9.06519e-07 -0.000103587 1.65828e-06 -2.18199e-05
internal_weight=0 2899 222 2878 2855 2828 2783 2761 45 2739 2715 2627 2607 2581 2556 2534 2510 2471 2443 2422 2402 244 224 2158 2109 2066 2040 44 203 163
internal_count=3121 2899 222 2878 2855 2828 2783 2761 45 2739 2715 2627 2607 2581 2556 2534 2510 2471 2443 2422 2402 244 224 2158 2109 2066 2040 44 203 163
is_linear=0
shrinkage=0.1


Tree=3093
num_leaves=31
num_cat=0
split_feature=130 40 132 50 1185 1203 33 9 2 51 51 13 11 157 1212 4 48 48 2 472 475 1425 155 155 12 16 51 0 16 49
split_gain=1.62556e-05 3.92787e-05 1.58873e-05 0.000444344 0.000226125 0.000101302 1.51277e-05 1.74342e-05 5.49568e-05 1.91087e-05 5.28621e-05 3.64013e-05 3.63038e-05 3.62032e-05 2.66906e-05 2.55383e-05 8.25985e-05 3.64742e-05 2.78997e-05 2.45717e-05 3.48176e-05 2.41797e-05 2.51014e-05 3.83939e-05 2.33866e-05 2.17943e-05 0.000149721 8.43068e-05 6.6298e-05 0.000147068
threshold=-0.23647499999999996 -0.23755499999999996 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 -0.009184999999999997 0.088235000000000022 -0.15339499999999998 0.10501000000000001 0.11218000000000002 0.10002500000000002 0.078730000000000008 -0.39489999999999997 0.15049500000000002 0.033845000000000007 0.11270000000000001 0.08975000000000001 0.083795000000000022 -0.38234499999999999 0.13528000000000004 0.10034500000000002 0.11245500000000001 0.10626500000000001 0.094435000000000005 -0.15241499999999997 0.035765000000000012 -0.23194499999999998 -0.095094999999999985 0.084620000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 -6 9 -9 14 -11 12 13 -12 19 16 17 18 -15 -8 21 22 23 25 -24 26 -21 -27 29 -29
right_child=1 2 4 -5 6 -7 7 8 -10 10 11 -13 -14 15 -16 -17 -18 -19 -20 20 -22 -23 24 -25 -26 27 -28 28 -30 -31
leaf_value=-8.9864957844838498e-05 0.00012066709872063559 1.9856271718179485e-06 -0.00032182792849859903 0.00045172685038943948 -6.9459298608689425e-05 -0.0002354468480916694 -0.0001124053940293379 -2.508895899650683e-05 0.00017895496778444134 0.00014407509897313448 0.00010919377998410104 0.0001363285743718734 -0.00013294896980369232 -8.8041088959774557e-05 -0.00011799717962276192 -9.3645673186983915e-05 0.0001458809854852916 -0.00016126465488923715 5.1945333824343322e-05 -8.3792148486397918e-06 0.00012412437109477734 -0.0001090848164624601 0.00013998549208433058 -0.00013136841671834902 3.0940243540009338e-06 0.00020209561397288264 -0.00028274709080246149 0.0001297931563508078 -4.7011900250346052e-06 -8.8302162909960976e-05
leaf_weight=20 27 177 22 22 31 20 20 33 22 33 30 20 20 24 20 30 32 20 35 376 22 21 24 23 26 21 21 104 1781 44
leaf_count=20 27 177 22 22 31 20 20 33 22 33 30 20 20 24 20 30 32 20 35 376 22 21 24 23 26 21 21 104 1781 44
internal_value=0 5.79584e-07 -4.75186e-07 2.54818e-05 -2.46628e-06 -2.21192e-05 1.376e-08 7.82377e-07 5.65286e-05 -3.33765e-07 2.63791e-05 7.97173e-06 -5.46878e-06 9.44118e-06 -2.93782e-06 -1.17828e-05 1.03423e-05 -4.45594e-05 -4.9983e-06 -2.01104e-06 -1.11462e-06 -2.24336e-06 -1.31623e-06 -2.79551e-06 6.88019e-05 -1.53553e-06 -2.28924e-05 2.8125e-06 6.43014e-07 6.4954e-05
internal_weight=0 3101 3074 219 2855 197 2833 2802 55 2747 244 211 191 171 2503 141 111 79 59 2483 2463 2441 2420 2370 50 2347 397 1950 1929 148
internal_count=3121 3101 3074 219 2855 197 2833 2802 55 2747 244 211 191 171 2503 141 111 79 59 2483 2463 2441 2420 2370 50 2347 397 1950 1929 148
is_linear=0
shrinkage=0.1


Tree=3094
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 42 13 130 49 16 12 4 12 133 12 401 0 4 133 13 399 130 402 0 0 12 1208 2 402 1209 1210
split_gain=1.54805e-05 0.00011795 4.8153e-05 3.7465e-05 1.61225e-05 3.96605e-05 2.29677e-05 1.97576e-05 4.13733e-05 1.52584e-05 3.52197e-05 1.62745e-05 4.35025e-05 3.65971e-05 2.72528e-05 0.000120264 5.95874e-05 3.44664e-05 7.1799e-05 1.81804e-05 3.07933e-05 2.05536e-05 0.000176892 0.000195322 0.000104144 8.01181e-05 6.19874e-05 4.70508e-05 3.50626e-05 5.58767e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.021469999999999996 -0.015039999999999998 0.085870000000000016 0.09567500000000001 -0.08231999999999999 0.23631000000000002 0.63113500000000011 0.12757000000000002 0.017095000000000003 0.11650500000000001 -1.0000000180025095e-35 -0.072594999999999979 -0.077679999999999985 0.50628500000000021 -0.0025349999999999995 -0.065739999999999979 0.086650000000000019 -0.088494999999999976 -0.086284999999999987 -0.082009999999999986 0.095780000000000018 0.10233500000000001 0.084885000000000002 0.23460000000000003 0.087170000000000011 -0.078184999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 8 -8 10 11 13 -13 14 15 16 -3 19 -19 20 -16 22 -21 -24 26 27 -25 28 29 -23
right_child=1 9 -4 -5 5 -7 7 -9 -10 -11 -12 12 -14 -15 17 -17 -18 18 -20 21 -22 25 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-8.6408380015842243e-05 0.00023808413239922153 -5.0184423823586923e-05 -0.00015618722999352034 -0.00013510780575286065 -2.0146163823093441e-05 0.00013039671832909032 0.00016083657686976951 -5.533980278974363e-05 -3.3908077602973209e-05 -8.089782570649456e-05 0.00012150909487900208 -0.00015827550041649376 2.5884632888282168e-05 9.968378218783638e-05 -2.3256668514064089e-05 -0.00022093954934273918 0.00016856304835528136 0.00022143212502539556 -4.3312046966548226e-05 -0.00028395869048836175 0.00014053435437138734 -0.00016719576342438813 0.00029719506725086833 -0.00010717882583516517 -0.00024347423240691398 0.00019067512472578199 0.00012010102104146167 -0.00012547846339657555 0.00011384957484821185 6.5870749266115147e-07
leaf_weight=34 21 33 25 21 42 30 20 26 24 23 24 23 29 37 22 29 20 21 20 24 24 20 20 21 21 22 28 30 27 2360
leaf_count=34 21 33 25 21 42 30 20 26 24 23 24 23 29 37 22 29 20 21 20 24 24 20 20 21 21 22 28 30 27 2360
internal_value=0 1.94894e-06 -2.54503e-05 -8.85931e-06 6.20443e-06 4.258e-05 -1.89787e-05 1.37729e-05 5.46122e-05 2.25922e-07 8.79459e-07 -1.43187e-07 -5.55708e-05 8.93961e-07 -4.39089e-07 -5.72204e-05 3.23618e-05 1.31131e-06 9.22886e-05 -1.12922e-07 6.21995e-05 -1.22694e-06 -4.27368e-05 2.15891e-05 -5.71555e-05 6.97467e-07 2.26954e-05 -1.01755e-06 5.33682e-07 -7.51834e-07
internal_weight=0 2899 222 197 176 72 104 70 44 2878 2855 2831 52 2779 2742 82 53 2660 41 2619 46 2573 114 90 70 2459 49 2437 2407 2380
internal_count=3121 2899 222 197 176 72 104 70 44 2878 2855 2831 52 2779 2742 82 53 2660 41 2619 46 2573 114 90 70 2459 49 2437 2407 2380
is_linear=0
shrinkage=0.1


Tree=3095
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 40 130 121 33 47 9 16 47 47 42 1 47 50 1 0 51 51 51 1209 12 12 43 12 51 15 2
split_gain=1.53177e-05 0.000434812 0.000212805 0.000107502 1.49185e-05 6.14032e-05 4.52415e-05 1.58368e-05 1.67253e-05 8.91213e-05 0.000202615 8.54134e-05 2.63856e-05 2.43223e-05 2.98182e-05 9.34018e-05 8.60531e-05 4.93671e-05 4.65589e-05 2.11173e-05 4.24486e-05 4.01989e-05 4.13066e-05 3.81566e-05 0.000116403 0.000224277 0.000119607 0.000101388 5.55403e-05 5.23983e-05
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.24620999999999996 -0.22699999999999995 -0.085749999999999979 -0.009184999999999997 0.094160000000000008 0.087755000000000014 -0.40995499999999996 0.096850000000000006 0.091210000000000013 -0.0098899999999999978 0.099990000000000009 0.10397500000000001 0.13120500000000004 0.11061500000000002 -0.089019999999999974 0.094075000000000006 0.095820000000000016 0.090560000000000015 0.13368500000000003 0.088245000000000004 0.094375000000000014 -0.010739999999999998 0.097575000000000009 0.10501000000000001 -0.074054999999999996 0.098260000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 -7 -8 9 12 -11 -10 19 -13 15 -15 17 -16 -17 21 -21 22 -9 27 25 -25 -26 -22 -29 -30
right_child=2 -3 4 -5 5 6 7 8 11 10 -12 13 -14 14 16 18 -18 -19 -20 20 23 -23 -24 24 26 -27 -28 28 29 -31
leaf_value=2.1989778293697205e-06 -0.00031175724652712236 0.0004368345874789394 8.6508821077586624e-05 -0.0002424623458682618 -0.0001665802824639038 0.00014736369897339803 -7.2228082087046159e-05 -2.8660029592623566e-06 0.00020420969385668287 4.8196058358169267e-05 -0.00036063214435919441 8.251371563764642e-05 0.00011245690527305539 -0.00017475238297871937 -0.00015422448619574426 0.00012332189411868707 0.0001936020705743431 2.0591451686327457e-05 -4.7592346679782688e-05 0.00016725499313906766 -0.00021371739845641929 -0.00010521203213628678 0.0001348680993198121 5.875611997099542e-06 -0.00024185069662053138 0.00041709101621693537 5.7657785400806458e-05 0.00010897578593358048 5.2020620690503477e-05 -0.00015920084732225288
leaf_weight=176 22 23 20 20 22 21 30 2119 24 27 22 37 21 36 20 28 25 84 37 20 23 38 22 36 20 21 40 40 24 23
leaf_count=176 22 23 20 20 22 21 30 2119 24 27 22 37 21 36 20 28 25 84 37 20 23 38 22 36 20 21 40 40 24 23
internal_value=0 2.55021e-05 -1.92452e-06 -2.27665e-05 4.42257e-07 -1.59607e-07 1.13048e-06 4.03449e-08 8.18261e-07 -1.82684e-06 -0.000135359 2.35062e-05 8.47083e-07 7.26315e-06 -4.84237e-06 -4.55346e-05 2.70174e-05 -1.3027e-05 2.60322e-05 -1.19036e-07 2.75921e-05 -3.26022e-06 -1.45071e-06 1.52869e-05 5.50404e-05 0.000157376 -4.21784e-05 -2.69963e-05 2.23667e-05 -5.13431e-05
internal_weight=0 219 2902 196 2880 2860 2838 2817 2787 2496 49 291 2447 267 230 101 129 104 65 2426 247 2179 2141 227 117 57 60 110 87 47
internal_count=3121 219 2902 196 2880 2860 2838 2817 2787 2496 49 291 2447 267 230 101 129 104 65 2426 247 2179 2141 227 117 57 60 110 87 47
is_linear=0
shrinkage=0.1


Tree=3096
num_leaves=31
num_cat=0
split_feature=1208 2 3 1209 0 1209 1210 1210 3 3 1419 1 1 157 52 403 15 2 12 4 2 2 2 11 0 13 0 51 130 1210
split_gain=1.60132e-05 0.000118508 0.000154616 2.68211e-05 0.000147334 2.35099e-05 1.86768e-05 3.26881e-05 1.80204e-05 7.33153e-05 4.67118e-05 4.8565e-05 0.000143039 8.7346e-05 6.63808e-05 7.86427e-05 7.3004e-05 9.25365e-05 9.64343e-05 5.96003e-05 7.95271e-05 5.07458e-05 7.07936e-05 4.5194e-05 4.50232e-05 0.000127748 4.71203e-05 6.71121e-05 3.51866e-05 3.2785e-05
threshold=0.098655000000000007 0.094215000000000007 -0.081054999999999974 -0.087714999999999987 -0.082724999999999979 -0.074484999999999982 -0.13847499999999999 -0.085329999999999975 -0.094299999999999981 -0.096099999999999977 0.088135000000000005 0.10337500000000001 0.098700000000000024 -0.04831499999999999 -0.018574999999999998 0.084620000000000015 0.094425000000000023 0.092635000000000009 0.086305000000000007 -0.27825499999999997 0.094095000000000012 0.08622500000000001 0.082850000000000021 0.098315000000000013 0.10455500000000001 -0.055129999999999992 0.047850000000000011 -0.12463499999999998 0.091055000000000011 -0.077869999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -7 -8 9 10 11 12 14 -13 19 16 17 21 -19 -9 28 22 -16 -15 26 -26 29 -28 -21 -10
right_child=1 -3 -4 5 -6 6 7 8 24 -11 -12 13 -14 23 15 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-9.1565119510050871e-05 3.7310459629225082e-05 0.00014847649848282647 -0.00032970891502786387 -7.7221649198924217e-05 0.00027113027509975446 7.1531629136360782e-05 -0.00010210545470697745 -0.0001912122378901889 0.00010302787011134006 0.00015992606165716151 -0.00013433636910866137 -0.0001858676441285449 0.00026566510216798636 -2.4634857301593497e-05 9.844761655625442e-06 -8.9469334731499361e-05 -7.8736205878985029e-05 8.4167594432074116e-05 0.00039098720389163304 -1.6117940281072799e-05 0.00014546554645606264 -3.1431575824727687e-05 0.00026709293415478897 0.00013863376724267647 -0.00029285373242601056 2.9318374458853214e-05 -3.0006890364861846e-05 0.00020244847290558501 -0.00016332249287271143 -3.9815837713152689e-06
leaf_weight=24 24 21 22 39 21 37 31 21 29 34 22 30 25 88 23 30 22 20 21 62 26 36 20 21 20 32 23 27 22 2248
leaf_count=24 24 21 22 39 21 37 31 21 29 34 22 30 25 88 23 30 22 20 21 62 26 36 20 21 20 32 23 27 22 2248
internal_value=0 -4.83603e-05 -0.000138221 1.06094e-06 7.76927e-05 -8.50939e-08 9.2781e-07 3.71382e-08 1.12825e-06 1.79348e-05 8.06225e-06 1.47705e-05 3.57635e-05 -3.47668e-05 1.67947e-05 5.76428e-05 8.87228e-05 0.000119424 0.000241319 -3.68379e-05 -7.36639e-06 5.61614e-05 0.000129495 6.82057e-06 -2.56651e-06 -9.4594e-05 -5.10031e-07 9.5519e-05 -5.46715e-05 -2.61871e-06
internal_weight=0 67 46 3054 45 3009 2970 2933 2902 523 489 467 328 139 303 172 142 120 41 131 110 79 43 109 2379 52 2327 50 84 2277
internal_count=3121 67 46 3054 45 3009 2970 2933 2902 523 489 467 328 139 303 172 142 120 41 131 110 79 43 109 2379 52 2327 50 84 2277
is_linear=0
shrinkage=0.1


Tree=3097
num_leaves=31
num_cat=0
split_feature=50 1 46 45 12 130 47 47 47 393 131 3 47 13 13 13 47 48 457 1 1348 0 51 403 51 51 1 11 2 16
split_gain=1.56007e-05 6.84854e-05 2.90442e-05 3.7606e-05 1.92599e-05 4.07118e-05 1.93749e-05 0.000130334 7.92081e-05 3.46265e-05 3.04531e-05 2.82135e-05 8.00882e-05 5.37014e-05 4.96131e-05 5.26936e-05 3.4369e-05 2.77323e-05 4.33442e-05 0.000169676 4.99723e-05 3.3766e-05 2.67201e-05 5.03992e-05 0.000141126 4.29077e-05 3.1874e-05 7.28134e-05 3.95785e-05 5.29283e-05
threshold=0.13857500000000003 0.099990000000000009 0.10123000000000001 0.083445000000000005 0.23631000000000002 -0.22562499999999999 0.092165000000000011 0.096475000000000019 0.089785000000000018 0.12679500000000002 0.13767000000000004 -0.042499999999999989 0.10980000000000002 0.090705000000000008 -0.016469999999999995 -0.067719999999999989 0.10397500000000001 0.12649500000000002 0.11612500000000002 0.096255000000000021 -0.047944999999999995 -0.23811499999999999 0.094075000000000006 -0.0031149999999999997 0.097935000000000008 0.090560000000000015 0.10337500000000001 0.080150000000000013 0.089775000000000008 -0.052894999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 8 -8 9 10 17 13 -13 14 15 16 -9 18 20 -20 -7 -22 25 -24 -25 -23 27 28 -26 -30
right_child=1 -3 -4 -5 -6 6 7 11 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 21 22 23 24 26 -27 -28 -29 29 -31
leaf_value=0.00012879169109510259 -0.00016737828673622399 5.2151807855504263e-05 0.00011291569775810627 -0.00013323897680190083 -9.4388950882213455e-05 -0.00015670604232582264 -0.00019653506881839257 -9.4058115791995078e-05 0.00019229374242554927 0.0001166000828491703 -0.00011653237888822333 0.00021879370109499654 -8.1099641344432413e-06 -0.0001748636485717725 0.00012247209457133 -0.00017154411699656132 3.44632909706922e-05 -0.00010320066273561679 -6.1403876902805951e-05 0.00029707391288905896 0.00011762939661275596 -5.95450005379029e-07 -0.00010168168473683181 0.00027343507955083623 -7.7816435809186917e-05 -0.00011064412845169297 -6.3331894390914297e-05 0.00021724280741182157 -9.5814365309668072e-06 0.0001729419698676793
leaf_weight=25 27 30 23 21 21 20 38 28 22 26 22 21 60 20 27 21 81 25 31 23 25 2236 24 25 35 36 37 20 47 24
leaf_count=25 27 30 23 21 21 20 38 28 22 26 22 21 60 20 27 21 81 25 31 23 25 2236 24 25 35 36 37 20 47 24
internal_value=0 -5.18361e-05 9.64315e-07 1.17593e-07 1.04491e-06 1.71317e-06 6.44921e-07 -2.36328e-05 3.32835e-06 1.76312e-06 6.27851e-07 1.8334e-06 5.07169e-05 -2.0537e-05 -8.77583e-07 -2.64964e-05 1.44862e-06 1.61617e-06 2.63065e-06 9.12811e-05 7.37761e-07 1.99279e-06 8.28978e-07 3.47821e-05 5.2203e-05 -2.33918e-06 1.82717e-05 4.22346e-05 9.21419e-06 5.21166e-05
internal_weight=0 57 3064 3041 3020 2999 2974 296 2678 2656 2630 258 81 177 157 130 109 2608 2583 54 2529 2509 2484 212 188 2272 163 126 106 71
internal_count=3121 57 3064 3041 3020 2999 2974 296 2678 2656 2630 258 81 177 157 130 109 2608 2583 54 2529 2509 2484 212 188 2272 163 126 106 71
is_linear=0
shrinkage=0.1


Tree=3098
num_leaves=31
num_cat=0
split_feature=132 1185 1203 447 455 42 151 16 133 150 1375 456 456 156 11 1428 49 156 1374 156 157 2 2 157 0 474 475 157 52 13
split_gain=1.55171e-05 0.000119299 6.50212e-05 1.57492e-05 1.62609e-05 4.33399e-05 1.69848e-05 4.08022e-05 2.6495e-05 5.98599e-05 2.01351e-05 2.22564e-05 1.83462e-05 2.01828e-05 6.78489e-05 0.000172349 0.000101773 5.42464e-05 8.63226e-05 9.7344e-05 4.23011e-05 4.45764e-05 6.00037e-05 4.91063e-05 3.75577e-05 3.72745e-05 3.16024e-05 5.4752e-05 3.15907e-05 2.92091e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.097325000000000009 0.090605000000000019 0.088200000000000014 0.085465000000000013 0.037555000000000005 0.085815000000000016 0.11235000000000002 0.10380000000000002 0.099750000000000019 -0.087384999999999977 0.087825000000000014 0.090070000000000025 0.093045000000000017 -0.032624999999999994 0.087380000000000013 0.088035000000000016 0.086340000000000014 -0.076494999999999994 0.084145000000000011 0.087195000000000009 0.090460000000000013 0.024095000000000002 0.084755000000000011 0.05680000000000001 0.23903500000000003 -0.53964499999999982 -0.08231999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 10 8 9 -8 11 12 -3 17 15 16 -15 18 19 26 24 -22 -23 -24 25 -18 27 -14 -25 -27
right_child=1 3 -4 -5 5 -7 7 -9 -10 -11 -12 -13 13 14 -16 -17 20 -19 -20 -21 21 22 23 28 -26 29 -28 -29 -30 -31
leaf_value=-5.3424410487843073e-06 0.00023943251816533684 -9.4654274804876573e-05 -0.00017092132405162341 -7.441387385499964e-05 0.00015285877416317819 -4.1456144456539982e-05 -0.00012770312508412948 0.00016785201776656322 7.6715753405421451e-05 8.946580035791903e-05 -9.4731131052274418e-05 0.00010433038514747751 -2.6452606492607457e-06 0.00021533662259537743 0.00017800566790985894 -0.000266295002681242 0.00013094790195717233 -0.00015046112773416098 0.00017215399639098906 -0.00022415167033614124 -0.00016525362320408022 0.00015357967480667868 -0.0001370062132309613 -5.8382898957158128e-05 0.00017101855951098159 6.9121077900663721e-05 -9.6844885307031551e-05 0.00015589718214786526 9.3217321513553288e-05 -8.3625106180402185e-05
leaf_weight=195 21 21 27 28 24 22 30 20 35 22 23 20 2204 27 26 21 23 25 28 20 20 20 32 27 23 21 35 22 28 31
leaf_count=195 21 21 27 28 24 22 30 20 35 22 23 20 2204 27 26 21 23 25 28 20 20 20 32 27 23 21 35 22 28 31
internal_value=0 1.95124e-06 -2.54804e-05 2.18398e-07 9.51628e-07 5.99256e-05 -1.58476e-08 3.90584e-05 9.45063e-06 -3.5824e-05 -1.56607e-06 -7.64722e-07 -1.5567e-06 -8.14179e-07 2.36472e-05 8.94636e-06 3.18831e-05 -3.94783e-06 -2.3615e-06 -4.50374e-06 9.86872e-06 -2.82199e-05 -2.60616e-06 -3.85109e-05 5.92285e-05 2.49462e-05 -2.56081e-06 -1.07835e-06 1.87954e-05 -2.19391e-05
internal_weight=0 2899 222 2878 2850 46 2804 107 87 52 2697 2674 2654 2633 299 273 252 2334 2309 2281 225 127 107 87 98 75 2261 2226 55 52
internal_count=3121 2899 222 2878 2850 46 2804 107 87 52 2697 2674 2654 2633 299 273 252 2334 2309 2281 225 127 107 87 98 75 2261 2226 55 52
is_linear=0
shrinkage=0.1


Tree=3099
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 45 11 33 9 3 46 472 132 402 131 132 401 0 43 133 402 1208 4 402 1209 402 401 1 1 0 1
split_gain=1.51325e-05 0.000414535 0.000208937 9.95431e-05 1.54941e-05 1.68827e-05 3.5232e-05 2.0196e-05 5.85841e-05 1.49311e-05 4.84139e-05 1.43515e-05 1.94168e-05 2.48944e-05 1.70867e-05 1.81886e-05 9.51662e-05 9.73136e-05 4.70927e-05 2.4119e-05 7.64659e-05 3.53066e-05 3.50141e-05 2.40941e-05 2.3545e-05 2.64618e-05 1.82068e-05 9.46096e-05 5.55674e-05 5.90497e-05
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -1.0000000180025095e-35 -0.011194999999999998 -0.012019999999999998 0.09055500000000001 -0.011549999999999998 0.10253500000000002 0.094800000000000009 -0.050879999999999988 -0.52461999999999986 0.13602500000000003 0.13958500000000004 -0.06959499999999999 -0.071719999999999992 0.05259500000000001 0.41553500000000004 -0.10234999999999998 0.10233500000000001 -0.081114999999999979 0.15960500000000002 -0.087714999999999987 0.13628000000000004 0.11602000000000001 0.081315000000000012 0.079415000000000013 -0.26343999999999995 0.085475000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 -7 9 -9 10 11 -8 -13 14 15 16 17 -14 19 21 22 -17 23 -21 25 26 27 -25 -28 -30
right_child=2 -3 4 -5 5 6 7 8 -10 -11 -12 12 13 -15 -16 18 -18 -19 -20 20 -22 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=4.3087509699913695e-06 -0.00030891675864536827 0.00044780371390515942 -8.3167759492591199e-05 -0.00023098647921869996 8.2892800041008748e-05 -0.00012029286020454795 7.5322321536077665e-05 -3.1877943029730185e-05 0.00019577177470637256 -7.1086108694324703e-05 0.00015606337828103281 -9.8959861861658293e-05 0.00011354424753405441 9.3735197567314447e-05 -9.3134281851234849e-05 -0.00014747448162611196 0.00020837026747176423 -0.00015288529825268379 -0.00012237536540169459 8.4440144179525847e-05 0.00018266689422370805 1.1431905621630623e-05 -0.00010444159124745056 4.231086661056164e-06 0.0001076966473920038 -0.00010800081458317277 -0.00014169645775485065 0.00020894288958832319 -9.2566508537358512e-05 6.9862029086319527e-07
leaf_weight=178 22 21 22 20 25 24 25 26 20 29 20 20 26 28 20 27 25 29 32 34 23 29 32 1225 20 23 31 23 73 969
leaf_count=178 22 21 22 20 25 24 25 26 20 29 20 20 26 28 20 27 25 29 32 34 23 29 32 1225 20 23 31 23 73 969
internal_value=0 2.53475e-05 -1.91286e-06 -1.94584e-05 4.32309e-07 1.07584e-06 3.53837e-07 1.38464e-06 6.71002e-05 2.90568e-07 1.04767e-06 -9.46688e-08 -7.95831e-07 -6.02443e-08 -1.05467e-06 -3.52038e-07 4.65967e-05 -2.69368e-05 -1.83016e-06 -2.92712e-07 1.1887e-06 -6.51837e-05 -5.28999e-07 8.57658e-07 -3.44459e-07 -1.26631e-06 -2.08623e-07 8.00382e-06 -9.76047e-06 -5.83531e-06
internal_weight=0 219 2902 198 2880 2858 2833 2809 46 2763 2734 2714 2689 2669 2641 2621 80 55 2541 2509 2453 56 2430 2398 2364 2344 2321 1248 1073 1042
internal_count=3121 219 2902 198 2880 2858 2833 2809 46 2763 2734 2714 2689 2669 2641 2621 80 55 2541 2509 2453 56 2430 2398 2364 2344 2321 1248 1073 1042
is_linear=0
shrinkage=0.1


Tree=3100
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 403 403 1213 4 4 132 1208 1208 1208 1210 42 1210 2 1209 1210 1209 130 40 131 131 131 4 3 3 12 12
split_gain=1.53727e-05 0.000126391 4.49674e-05 4.21874e-05 1.65984e-05 2.8534e-05 2.03186e-05 2.93389e-05 5.28835e-05 5.46061e-05 1.51133e-05 3.14845e-05 5.99443e-05 2.75053e-05 9.15278e-05 1.95617e-05 0.000102541 2.63629e-05 2.77675e-05 2.9769e-05 1.41922e-05 2.81673e-05 1.41683e-05 2.57494e-05 2.90619e-05 3.61735e-05 1.55182e-05 5.24309e-05 4.97797e-05 0.000193002
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.090774999999999981 -0.088034999999999988 0.067955000000000002 -0.068329999999999988 1.0000000180025095e-35 -0.41127499999999995 0.12461500000000002 0.10837500000000001 0.098655000000000007 -0.13847499999999999 0.094935000000000005 -0.085329999999999975 0.084715000000000013 -0.087714999999999987 -0.08107499999999998 -0.074484999999999982 -0.22699999999999995 -0.23755499999999996 0.13834500000000002 0.13052000000000002 0.11684000000000001 -0.067104999999999984 -0.094299999999999981 -0.091869999999999993 0.089300000000000004 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -7 -9 -10 11 12 13 14 -3 16 -15 -17 -19 -20 -21 -22 23 24 26 -26 28 -28 -23 -30
right_child=1 10 -4 -5 5 6 -8 8 9 -11 -12 -13 -14 15 -16 17 -18 18 19 20 21 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=9.3381869937729796e-05 0.00024638094581037184 -4.3042656303711104e-05 -0.00016106037275511137 -0.00012669129833671765 -0.0001117608346075507 0.00011030322407350468 -6.1877930030667432e-05 -0.00012717374256285637 0.0001831180788576603 -3.489001570010765e-05 -8.6467763358086822e-05 0.00012275845205987848 -0.00015750886138145387 -0.00022961885857512244 0.00023920388804981484 0.00011254533837061552 9.0601583651732666e-05 0.00011460997976384881 -8.9905837926749349e-05 -7.7794144493489758e-05 0.00010674088171799667 -2.1925738541995088e-05 8.392893523705425e-05 -0.00011359011346939951 -1.0208525491179899e-05 0.00017998469300437137 -0.00013173765928513605 -2.7286783337116672e-06 0.0003210037420301334 1.7593704377210654e-05
leaf_weight=20 21 27 22 27 21 34 28 23 20 27 20 21 24 20 20 21 20 21 37 23 25 200 20 20 20 20 32 2027 23 237
leaf_count=20 21 27 22 27 21 34 28 23 20 27 20 21 24 20 20 21 20 21 37 23 25 200 20 20 20 20 32 2027 23 237
internal_value=0 1.94214e-06 -2.53616e-05 -1.04347e-05 7.70938e-06 -3.48964e-06 1.37353e-05 3.40927e-05 -2.92378e-06 5.78794e-05 1.58531e-07 7.64733e-07 -1.38287e-07 1.20437e-06 7.70623e-05 -8.46107e-08 -6.95086e-05 9.34084e-07 6.76008e-08 -8.28595e-07 4.16534e-07 1.10207e-06 8.59215e-08 -5.64276e-07 3.19083e-07 8.48881e-05 -1.02381e-06 -4.73367e-06 1.55818e-05 4.44338e-05
internal_weight=0 2899 222 200 173 153 132 104 70 47 2878 2858 2837 2813 47 2766 40 2726 2705 2684 2647 2624 2599 2579 2559 40 2519 2059 460 260
internal_count=3121 2899 222 200 173 153 132 104 70 47 2878 2858 2837 2813 47 2766 40 2726 2705 2684 2647 2624 2599 2579 2559 40 2519 2059 460 260
is_linear=0
shrinkage=0.1


Tree=3101
num_leaves=31
num_cat=0
split_feature=132 1203 1204 130 50 1185 130 4 4 3 33 13 4 13 4 52 9 16 13 13 13 52 42 49 1374 12 16 457 12 13
split_gain=1.49131e-05 0.000420396 0.000202857 0.000476556 0.00011353 7.25368e-05 1.56998e-05 3.04769e-05 2.51016e-05 1.81224e-05 2.70055e-05 2.10626e-05 5.36712e-05 3.87824e-05 0.000140959 3.71786e-05 2.97719e-05 0.000111058 2.13681e-05 0.000136334 7.03043e-05 0.000108616 9.0688e-05 0.000190007 0.000145922 9.85211e-05 6.44547e-05 6.63984e-05 6.64837e-05 0.000195763
threshold=-0.083284999999999984 0.089480000000000018 -0.082199999999999981 0.006490000000000001 0.10022000000000002 -0.083264999999999992 -0.23123999999999997 0.62931500000000018 0.6227450000000001 0.42240500000000009 -0.018454999999999996 -0.41572999999999993 -0.15289999999999995 -0.17933499999999997 0.0049200000000000008 -0.07167999999999998 0.088235000000000022 -0.059624999999999991 -0.081829999999999986 -0.081224999999999978 -0.082574999999999982 -0.0092699999999999987 0.083995000000000014 0.079765000000000016 0.088460000000000011 0.083985000000000018 -0.53943499999999989 0.09228500000000002 0.083715000000000026 -0.086134999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 -4 -7 8 9 10 -8 12 -12 14 -13 -14 18 -18 20 -20 22 -22 23 25 26 -15 -24 28 29 -28
right_child=2 -3 5 -5 -6 6 7 -9 -10 -11 11 13 15 16 -16 -17 17 -19 19 -21 21 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=5.423588494048779e-06 6.0532228300352089e-05 0.00045059511421208128 0.00019130406632029918 -0.00057858960019075312 -0.00024585959272371838 8.4338542993381532e-05 0.00011645855192909949 -9.1886650453590045e-05 0.00011234390265599359 -8.4846045618178323e-05 0.00019221536436816677 -0.00029547946236561988 9.7128789973794478e-05 -5.2959267347486115e-05 4.2942215685570773e-05 -6.1612689710778391e-05 7.1545956333548858e-05 -0.00025404565451026429 -0.00021292431367178033 -1.252754053153336e-06 -3.0167047433289035e-05 0.00028124629134254067 0.00017814902352256471 0.00030417306856785824 -0.00024967677494108407 0.00014807554212702121 -1.7240122653705746e-06 0.00017509297569631601 2.7498725199311938e-06 -0.00035725257836193556
leaf_weight=178 28 21 20 20 20 22 20 36 20 25 20 20 25 68 32 36 22 20 31 1650 21 24 20 30 24 38 59 20 530 21
leaf_count=178 28 21 20 20 20 22 20 36 20 25 20 20 25 68 32 36 22 20 31 1650 21 24 20 30 24 38 59 20 530 21
internal_value=0 2.5163e-05 -1.89893e-06 -0.000205769 -1.99586e-05 1.52985e-06 1.9058e-07 -4.67761e-07 7.17786e-07 -9.22728e-08 6.83576e-07 -1.70536e-07 5.00552e-05 -1.71741e-06 -8.722e-05 3.44529e-06 7.23214e-09 -8.34977e-05 1.3902e-06 -5.15627e-06 1.42611e-05 0.00013592 7.50227e-06 8.19914e-05 -7.52818e-06 1.91098e-05 1.41269e-06 -4.19798e-06 -1.00764e-05 -9.50503e-05
internal_weight=0 219 2902 48 198 2854 2834 2812 2776 2756 2731 2711 81 2630 52 61 2578 42 2536 1681 855 45 810 136 674 106 650 630 610 80
internal_count=3121 219 2902 48 198 2854 2834 2812 2776 2756 2731 2711 81 2630 52 61 2578 42 2536 1681 855 45 810 136 674 106 650 630 610 80
is_linear=0
shrinkage=0.1


Tree=3102
num_leaves=31
num_cat=0
split_feature=132 132 1203 1201 1429 474 155 16 155 1 121 376 123 2 0 34 2 13 34 132 132 1210 132 52 15 132 11 0 0 2
split_gain=1.50258e-05 9.09964e-05 6.37014e-05 1.4549e-05 1.45665e-05 2.79635e-05 2.94124e-05 1.8224e-05 3.11414e-05 2.43647e-05 5.02245e-05 1.99913e-05 1.95341e-05 2.55705e-05 9.57418e-05 7.89296e-05 5.09266e-05 2.74163e-05 2.01533e-05 1.92048e-05 5.14712e-05 5.61878e-05 3.44927e-05 5.34062e-05 3.59062e-05 3.21057e-05 4.27355e-05 2.8507e-05 9.92752e-05 3.82982e-05
threshold=-0.083174999999999985 -0.069704999999999989 0.089005000000000015 -0.081779999999999978 0.12521000000000002 -0.26322499999999993 0.14230000000000001 0.6352000000000001 0.11854500000000001 0.16540500000000002 -0.094339999999999993 -0.18919999999999998 -0.043329999999999994 -0.080614999999999978 -0.080119999999999983 -0.010024999999999997 -0.033169999999999991 -0.0062949999999999994 -0.085114999999999982 0.10071500000000001 0.10790500000000001 -0.049339999999999995 0.090050000000000005 0.016565000000000003 -0.07879499999999999 0.08696000000000001 0.095165000000000013 0.11070500000000001 0.051010000000000007 0.10467500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 7 8 9 10 -7 -12 -13 14 -14 -16 -15 -17 -18 22 -21 -22 25 24 -24 26 27 28 -20 -29
right_child=1 3 -4 4 -6 6 -8 -9 -10 -11 11 12 13 16 15 17 18 -19 19 20 21 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-5.1412572246917058e-06 0.0002093272545077222 7.7940866261390828e-05 -0.00016903103856343984 -9.6879260624215641e-05 8.4797234085272062e-05 -0.00014579954230384829 0.00012101785894628847 -7.2389644441760278e-05 9.8300353101876681e-05 0.00010388194767239672 9.4442365728107034e-05 -9.7341773913025721e-05 0.00019107651169179008 -0.00015748010621228744 -0.00017949064564336801 0.00014271035811361799 9.6448812785508516e-05 -2.2868338273838166e-05 -1.4833429412494513e-06 0.00017848522426599329 -0.00014415788755286484 3.9924827365915192e-05 -0.00010049362963004767 -0.0001832095375532474 6.9535670627374207e-05 9.321169564957798e-05 -0.00011990685116841398 0.00013896788816165293 -0.00021997921603975729 -1.7146107735849608e-05
leaf_weight=195 21 24 27 30 20 24 20 35 32 22 22 21 32 21 21 20 21 20 2128 21 20 97 23 27 27 35 31 33 21 30
leaf_count=195 21 24 27 30 20 24 20 35 32 22 22 21 32 21 21 20 21 20 2128 21 20 97 23 27 27 35 31 33 21 30
internal_value=0 1.9201e-06 -2.50738e-05 4.06708e-07 -2.45297e-07 -8.45456e-07 1.8201e-07 -6.86063e-07 2.2686e-07 -9.2822e-07 -1.78381e-06 -4.89775e-07 -1.27819e-06 -5.10557e-07 5.09891e-05 -2.24994e-05 -2.39989e-06 5.9921e-05 -1.10447e-06 -1.92622e-06 3.43315e-05 8.4577e-06 -4.05088e-06 -6.98772e-05 -8.67781e-06 -1.82584e-06 -3.30882e-06 -1.67476e-06 -3.61848e-06 6.46279e-05
internal_weight=0 2899 222 2878 2854 2834 2804 2784 2749 2717 2695 2671 2649 2628 93 61 2535 40 2514 2493 138 117 2355 77 50 2278 2243 2212 2149 63
internal_count=3121 2899 222 2878 2854 2834 2804 2784 2749 2717 2695 2671 2649 2628 93 61 2535 40 2514 2493 138 117 2355 77 50 2278 2243 2212 2149 63
is_linear=0
shrinkage=0.1


Tree=3103
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 160 12 160 159 160 44 0 1447 481 160 1447 403 16 403 402 1210 154 157 1429 471 11 12 52 471 16 16
split_gain=1.48462e-05 0.000412519 0.000221246 4.80041e-05 1.39413e-05 5.82885e-05 5.19199e-05 4.91373e-05 3.71473e-05 2.23371e-05 5.07049e-05 2.09107e-05 0.000227319 9.779e-05 9.75285e-05 2.28024e-05 6.50125e-05 5.95935e-05 3.96056e-05 3.10772e-05 1.82863e-05 4.15008e-05 3.15939e-05 3.48358e-05 3.05836e-05 0.000160198 0.000168469 7.78452e-05 7.74879e-05 2.28224e-05
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.088730000000000017 -0.54913999999999985 0.089625000000000024 -0.53908999999999996 -0.023324999999999995 -0.52800499999999995 0.10049500000000001 -0.26609999999999995 -0.086279999999999982 -0.086354999999999987 -0.090764999999999985 -0.085644999999999985 -0.54856499999999986 -0.077589999999999978 -0.53960999999999981 0.23460000000000003 -0.094799999999999982 0.085530000000000009 0.63604500000000008 0.11475 0.094575000000000006 0.088215000000000002 0.10149500000000002 -0.53299999999999992 -0.071899999999999978 -0.014754999999999999 -0.54165499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 7 -6 -4 -8 10 -10 12 -12 -14 -13 16 -16 -17 19 -19 21 22 23 24 27 26 -26 -21 -27 -29
right_child=2 -3 4 -5 6 -7 8 -9 9 -11 11 14 13 -15 15 17 -18 18 -20 20 -22 -23 -24 -25 25 28 -28 29 -30 -31
leaf_value=-4.1647160516357863e-06 -0.00031781242446000268 0.00043580376825916165 9.6646991623856591e-05 -0.00016760933605837637 -0.00014699291617337925 0.00018337797276520482 0.00012459542388872555 -0.00011558519624183344 0.00015531216548489673 -9.2605811676968691e-05 -0.00031827387089003386 0.00021555417297349779 -8.1633080456716331e-05 0.00016782637511355322 3.87693960571293e-05 0.0001723522334941663 -0.00020535113173536957 0.00010913615523559901 -0.00011921813191812753 -0.00019455888998761242 9.0006354399850943e-05 -0.00014503458922263235 9.259223249197627e-05 -0.00013001910933997437 0.00041043572644412058 5.0952428406432138e-05 4.9012103599601514e-06 5.9202129949746872e-05 -0.00019882670107029341 -2.7981979368824367e-06
leaf_weight=177 22 22 20 20 24 21 24 24 21 26 23 21 30 33 24 20 20 26 28 21 22 20 36 21 20 27 21 61 23 2223
leaf_count=177 22 22 20 20 24 21 24 24 21 26 23 21 30 33 24 20 20 26 28 21 22 20 36 21 20 27 21 61 23 2223
internal_value=0 2.51066e-05 -1.89467e-06 -2.07581e-05 5.18591e-07 4.63051e-05 -5.38647e-07 -1.9116e-05 7.20723e-07 -3.53723e-07 5.21342e-07 -6.73734e-07 -4.91979e-05 4.90362e-05 9.10579e-07 -8.14456e-07 -7.21945e-05 4.08091e-07 -9.4102e-07 3.72649e-07 -7.60758e-07 -1.56823e-06 -3.98508e-07 -1.78356e-06 -6.59624e-07 5.62016e-05 0.000202723 -2.90447e-06 -6.3946e-05 -1.14232e-06
internal_weight=0 219 2902 197 2880 65 2815 44 2791 2767 2741 2720 86 63 2634 2613 44 2569 2549 2521 2495 2473 2453 2417 2396 91 41 2305 50 2284
internal_count=3121 219 2902 197 2880 65 2815 44 2791 2767 2741 2720 86 63 2634 2613 44 2569 2549 2521 2495 2473 2453 2417 2396 91 41 2305 50 2284
is_linear=0
shrinkage=0.1


Tree=3104
num_leaves=31
num_cat=0
split_feature=132 1185 1203 45 0 33 10 2 1 130 42 0 156 14 3 3 12 133 40 4 16 52 52 49 3 15 11 0 448 48
split_gain=1.48152e-05 0.000112141 4.92138e-05 1.33729e-05 1.36145e-05 0.000141177 0.000107318 6.09527e-05 0.00022663 4.64468e-05 6.54669e-05 4.33071e-05 4.2289e-05 3.27852e-05 3.43388e-05 0.000182279 4.06467e-05 3.62853e-05 3.47763e-05 4.68542e-05 6.61382e-05 5.28439e-05 9.00659e-05 5.94607e-05 9.07208e-05 3.00708e-05 2.82714e-05 2.74075e-05 3.36903e-05 2.96373e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -1.0000000180025095e-35 -0.10224499999999999 -1.0000000180025095e-35 -0.014199999999999999 0.080205000000000012 0.094220000000000012 0.084580000000000016 -0.090219999999999981 -0.26609999999999995 0.09747500000000002 -1.0000000180025095e-35 -0.070649999999999977 -0.081054999999999974 0.080890000000000017 0.076280000000000014 -0.083564999999999987 0.033845000000000007 -0.40995499999999996 -0.092399999999999982 -0.078224999999999975 -0.0020949999999999996 0.092670000000000016 0.17980000000000004 0.080150000000000013 -0.10011499999999998 -0.083689999999999987 -0.080894999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 6 -6 -5 8 -8 10 -9 -12 13 -13 15 17 18 26 -16 21 -21 -20 -23 24 -24 27 -15 -7 -29 -30
right_child=1 3 -4 4 5 25 7 9 -10 -11 11 12 -14 14 16 -17 -18 -19 19 20 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-7.0101552456932401e-06 0.00023215316272225686 -7.7440189422552734e-05 -0.00014883100648148685 -0.00022959940334575633 0.0002065069740638137 -9.4876271565832827e-05 0.00032878200126257675 0.00016401923972547854 -6.7932124693470541e-05 -0.00014112036528136481 -0.00014453484036494046 -0.00011971499662367619 0.000111993236162191 0.00010146645806041004 -0.00011996625244964062 -0.00032859359183930794 0.00014821765114902518 -0.00011255277684540487 -8.5510140773046512e-05 9.1925811489090854e-06 -0.0001885189146496882 0.00023694017906694044 9.2990692697323698e-05 0.00015713366896803068 -0.00019448833440297418 0.0001175481697084086 -2.771539457171457e-05 -0.00011180597670877784 9.6751243649068243e-05 1.257244738611347e-06
leaf_weight=194 21 22 28 22 34 30 24 21 36 28 25 29 27 36 22 20 20 20 22 64 23 28 23 22 21 22 32 26 33 2146
leaf_count=194 21 22 28 22 34 30 24 21 36 28 25 29 27 36 22 20 20 20 22 64 23 28 23 22 21 22 32 26 33 2146
internal_value=0 1.9066e-06 -2.48975e-05 2.26549e-07 8.24823e-07 4.25355e-06 -1.30782e-05 -4.30573e-06 9.07535e-05 -1.61143e-05 -8.42165e-06 -1.67656e-05 -8.95571e-06 -1.75045e-05 -9.10756e-06 -5.60836e-05 1.16002e-05 5.8505e-06 -5.43528e-07 1.23988e-05 -4.3076e-05 5.40049e-05 8.66574e-05 2.29011e-05 -4.42152e-05 1.20676e-06 4.0675e-05 6.15636e-08 1.35323e-06 2.70346e-06
internal_weight=0 2899 222 2878 2856 2291 565 543 60 483 455 434 409 382 353 108 245 88 225 203 87 116 94 66 44 2257 68 2235 2205 2179
internal_count=3121 2899 222 2878 2856 2291 565 543 60 483 455 434 409 382 353 108 245 88 225 203 87 116 94 66 44 2257 68 2235 2205 2179
is_linear=0
shrinkage=0.1


Tree=3105
num_leaves=31
num_cat=0
split_feature=33 47 47 13 9 1 47 393 1 1 12 484 160 131 47 484 15 15 52 43 2 43 15 52 3 51 484 159 52 4
split_gain=1.62316e-05 1.65221e-05 8.6591e-05 0.000229534 6.25689e-05 0.000119242 3.75512e-05 2.99261e-05 2.84605e-05 6.94474e-05 2.70817e-05 2.50455e-05 4.50662e-05 2.43974e-05 2.31318e-05 2.30849e-05 2.12013e-05 8.08623e-05 0.000100092 0.000267983 0.000103061 7.27166e-05 6.41159e-05 8.92882e-05 7.06927e-05 6.30221e-05 4.77204e-05 0.000120732 0.000108331 4.23925e-05
threshold=-0.009184999999999997 0.094160000000000008 0.10019500000000002 -0.0072999999999999992 0.09055500000000001 0.13075500000000004 0.091340000000000018 0.12679500000000002 0.10727500000000002 0.092695000000000013 -0.081419999999999979 -0.075319999999999984 -0.014869999999999998 0.13767000000000004 0.089640000000000011 -0.51117999999999986 -0.09095499999999998 -0.096999999999999989 -0.069804999999999992 -0.078654999999999989 0.087470000000000006 -0.080884999999999985 -0.11033999999999998 -0.080979999999999983 -0.042499999999999989 -0.10316499999999999 0.090535000000000018 0.11058000000000003 0.11808500000000001 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 7 13 9 11 -10 -4 -13 14 15 -2 17 22 21 20 -20 -19 25 -24 -25 -17 28 -28 29 -27
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leaf_value=-7.1999885708904805e-05 -0.00010203973083248871 -1.5719681574132162e-05 -7.3187513824753608e-05 0.00040680411213543264 -0.00028021715123664444 2.7079141974744355e-05 0.00013681075215572492 0.00010604632244884182 0.00011146052875706265 -0.00014926987236034813 5.7448084811079063e-06 0.00016184148118596073 -1.7155982492019972e-05 -0.00010430786724495905 -0.00010540488583501429 -0.00013559072389034553 -3.6377717958519233e-06 8.9520365738855241e-05 0.00017790171120958846 0.00044013989377162944 -0.00013539213416931619 -0.00012286178181446821 8.5524431117598655e-05 -5.4933147475821903e-05 -0.00028197229682215644 0.00013808238570293594 6.230022885244002e-05 -0.0002490701877104584 0.00023432762317919959 5.2343153626986603e-06
leaf_weight=31 22 36 24 20 23 28 20 26 31 38 111 22 39 23 21 25 2093 38 21 24 21 28 22 32 24 28 33 20 28 169
leaf_count=31 22 36 24 20 23 28 20 26 31 38 111 22 39 23 21 25 2093 38 21 24 21 28 22 32 24 28 33 20 28 169
internal_value=0 7.22325e-07 2.21987e-05 0.000135182 -1.76736e-06 -0.000111505 2.91746e-07 -7.20256e-07 -1.67689e-06 -3.68888e-05 2.88236e-05 1.33521e-05 4.74005e-05 -1.75915e-06 -8.68771e-07 -3.34364e-08 8.27706e-07 1.90465e-05 8.64977e-05 0.000173577 2.12548e-05 -5.81151e-07 -4.32242e-06 -8.51751e-05 -0.000152236 1.64911e-05 3.01676e-05 -5.5198e-05 5.02759e-05 2.41163e-05
internal_weight=0 3090 321 56 2769 51 2718 2698 265 123 142 85 61 2672 2649 2628 2606 513 132 66 42 66 381 78 56 303 278 53 225 197
internal_count=3121 3090 321 56 2769 51 2718 2698 265 123 142 85 61 2672 2649 2628 2606 513 132 66 42 66 381 78 56 303 278 53 225 197
is_linear=0
shrinkage=0.1


Tree=3106
num_leaves=31
num_cat=0
split_feature=1208 2 1209 3 132 15 1185 1186 42 42 483 13 50 401 133 402 1212 402 52 43 2 131 483 158 1209 133 15 158 158 43
split_gain=1.48304e-05 9.07803e-05 2.53214e-05 0.000153394 1.55754e-05 0.000441888 0.000210264 9.64589e-05 1.56218e-05 7.72455e-05 5.59252e-05 7.85795e-05 4.75923e-05 4.11155e-05 7.11282e-05 7.30731e-05 3.54134e-05 8.40508e-05 0.000136726 4.25803e-05 7.67504e-05 2.51336e-05 3.99828e-05 2.86161e-05 2.36661e-05 2.96715e-05 0.000116272 4.67244e-05 4.3685e-05 2.81844e-05
threshold=0.10383000000000002 0.094215000000000007 -0.087714999999999987 -0.082334999999999978 -0.083284999999999984 0.091915000000000011 -1.0000000180025095e-35 0.0044650000000000011 0.10306000000000001 0.10571500000000002 0.098395000000000024 0.23074000000000003 0.11916500000000001 -0.06959499999999999 0.51114000000000004 -0.16927999999999996 0.10761500000000002 -0.43418999999999991 0.090245000000000006 -0.0092949999999999994 0.097070000000000004 0.11925000000000001 0.13027000000000002 -0.47356499999999996 -0.077594999999999983 0.11830000000000002 0.087575000000000014 -0.46025499999999991 -0.14117999999999997 0.062770000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -6 -4 13 -10 11 12 16 -8 15 -15 17 -11 19 20 -19 22 23 -17 -25 27 -27 -26 -29 -30
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leaf_weight=21 38 20 172 27 25 24 30 21 31 21 23 24 25 22 25 23 20 20 31 45 34 28 27 27 24 39 24 22 2012 196
leaf_count=21 38 20 172 27 25 24 30 21 31 21 23 24 25 22 25 23 20 20 31 45 34 28 27 27 24 39 24 22 2012 196
internal_value=0 -5.00945e-05 9.48567e-07 7.30084e-05 -1.98655e-07 2.56103e-05 -2.20027e-06 -2.47112e-05 4.02606e-07 -2.22646e-05 -3.30025e-06 -1.88117e-05 2.1015e-06 2.88793e-06 1.47403e-06 3.19067e-06 2.09429e-05 4.38088e-06 3.4367e-05 -2.30205e-05 -8.28887e-05 1.54269e-06 4.41003e-07 1.82125e-06 7.32094e-07 -3.52592e-07 -6.80409e-05 1.53932e-06 4.56708e-08 1.44277e-06
internal_weight=0 58 3063 48 3015 217 2798 193 2773 274 243 220 196 2499 2469 2444 171 151 130 99 54 2422 2394 2367 2344 2317 63 2254 2230 2208
internal_count=3121 58 3063 48 3015 217 2798 193 2773 274 243 220 196 2499 2469 2444 171 151 130 99 54 2422 2394 2367 2344 2317 63 2254 2230 2208
is_linear=0
shrinkage=0.1


Tree=3107
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 48 0 42 42 133 43 1213 399 130 402 43 1210 1209 52 1209 401 1213 1213 42 13 0 0 0 402 402 43
split_gain=1.56431e-05 0.00011599 6.63867e-05 3.23082e-05 1.56041e-05 2.18826e-05 2.18461e-05 3.76121e-05 1.95998e-05 3.36538e-05 1.45808e-05 1.54928e-05 4.71034e-05 1.54079e-05 6.34129e-05 3.92754e-05 2.78608e-05 0.00011991 8.45975e-05 4.01254e-05 2.57368e-05 3.40722e-05 0.000125928 3.1719e-05 2.756e-05 2.19178e-05 0.000182864 0.000169791 0.000121021 8.75196e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.086425000000000016 -0.091069999999999984 -0.021469999999999996 -0.010544999999999997 -0.40071499999999999 -0.0051099999999999991 0.51370000000000016 -0.065739999999999979 0.084685000000000024 -0.45015499999999992 0.05259500000000001 0.24726500000000004 -0.084519999999999984 0.087765000000000024 -0.067109999999999989 -0.099524999999999988 0.23509000000000002 0.060985000000000004 0.088465000000000002 -0.023499999999999997 -0.081674999999999984 -0.086729999999999988 -0.087084999999999982 0.10874500000000002 0.095250000000000015 0.064745000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 8 -8 -7 -10 11 12 -3 14 -13 16 17 -15 -18 -20 21 25 23 -23 -25 26 27 28 29 -21
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leaf_value=0.00010043989579051932 0.00023612363192590977 -5.6061502618831582e-05 -0.00017909024979599055 -0.00012334146068453613 -6.0570889581867965e-05 3.5660082546571548e-05 0.00015497662770074037 -2.4958713402156719e-05 1.7666083989421497e-05 -0.00015356369124977693 8.5337221680674712e-05 6.6683797006219362e-05 0.00013798272281339199 4.6709681838466272e-05 -0.00013487237461172423 0.00012715819151101944 0.00017629935000850649 -0.00024185664709269381 -0.00011859403520216362 2.4783687128406873e-06 -0.00010338928696000949 -0.00011254375997890272 0.00023284806259747209 0.00011784154674387537 -4.8170589052460856e-05 6.1666147621807758e-06 -0.00030495433914308836 -0.00025403810529193532 0.00016833041622814519 -0.00010520255851281628
leaf_weight=28 21 22 25 21 28 27 21 26 22 24 20 27 29 36 37 24 27 24 29 833 24 23 29 20 20 1482 21 27 41 83
leaf_count=28 21 22 25 21 28 27 21 26 22 24 20 27 29 36 37 24 27 24 29 833 24 23 29 20 20 1482 21 27 41 83
internal_value=0 1.95914e-06 -2.55836e-05 -6.10309e-06 7.88558e-06 2.08368e-05 2.26275e-06 5.54379e-05 -3.19733e-05 -7.16712e-05 2.50503e-07 -3.44925e-07 5.42774e-05 -1.33735e-06 -4.98409e-05 -2.0566e-07 -1.32987e-06 -6.87168e-05 1.90706e-07 -1.61588e-06 -3.12627e-07 6.46598e-07 6.04077e-05 -1.89696e-05 3.48355e-05 -1.56411e-06 -1.2964e-05 -6.73253e-06 2.4474e-07 -7.27875e-06
internal_weight=0 2899 222 197 176 148 120 47 73 46 2878 2858 51 2807 64 2743 2719 60 2659 2632 2603 2579 92 63 40 2487 1005 984 957 916
internal_count=3121 2899 222 197 176 148 120 47 73 46 2878 2858 51 2807 64 2743 2719 60 2659 2632 2603 2579 92 63 40 2487 1005 984 957 916
is_linear=0
shrinkage=0.1


Tree=3108
num_leaves=31
num_cat=0
split_feature=401 401 1211 2 1203 1204 402 1210 133 394 130 133 4 133 402 131 131 403 1210 1209 403 403 1212 12 2 0 1210 1203 1176 402
split_gain=1.57541e-05 3.74142e-05 4.85479e-05 0.000157377 2.50057e-05 0.000135741 2.86108e-05 3.53689e-05 2.65698e-05 2.17073e-05 6.39034e-05 1.88123e-05 4.49862e-05 4.12441e-05 2.24838e-05 2.20646e-05 2.86466e-05 1.79237e-05 5.29662e-05 1.64937e-05 2.56105e-05 2.0601e-05 2.55168e-05 0.000130678 0.000132377 0.000120874 2.72194e-05 3.18263e-05 1.98437e-05 2.99109e-05
threshold=-0.47313999999999995 -0.46360499999999999 0.11048500000000001 0.084145000000000011 0.088820000000000024 -0.080654999999999991 -0.45454999999999995 0.26755500000000004 -0.0084449999999999994 0.013605000000000001 -0.10152499999999999 0.41553500000000004 -0.053309999999999989 0.41068500000000002 -0.10234999999999998 0.13052000000000002 0.11767000000000001 -0.54856499999999986 -0.41266499999999995 -0.087714999999999987 -0.49218499999999993 0.55673500000000009 -1.0000000180025095e-35 0.085635000000000003 0.087675000000000017 -0.085669999999999982 -0.081594999999999987 -1.0000000180025095e-35 0.086510000000000017 0.10645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -6 -3 9 -7 11 -11 13 -13 14 -8 16 17 -16 -19 -20 -21 22 23 -22 25 -25 -24 -28 29 -29
right_child=1 2 3 -5 5 8 7 -9 -10 10 -12 12 -14 -15 15 -17 -18 18 19 20 21 -23 26 24 -26 -27 27 28 -30 -31
leaf_value=8.8467918540118267e-05 -0.00012763908503668223 0.00010656365324393848 0.00030905865675040766 -3.7216058948875543e-05 -0.00027240428292619377 0.00011043106544251634 -7.3608959328772648e-05 -0.00013339817582163962 -4.1569481760708862e-05 -3.983397700358182e-05 0.00019679131295387856 -0.00016973904675978704 1.4869884431721983e-05 0.00013646407116373833 -7.1122043633035256e-05 -9.9629662475887357e-05 0.0001120505387560748 0.00015909522411502189 6.885186577325358e-05 -0.00010197781084571035 0.00023038950196772428 -0.00010137400939129293 -9.054757961969111e-05 -0.00027128083765273916 0.00014278846732957069 2.2186291403158975e-05 0.00012517867140559246 -7.1724118991485224e-07 9.7696021985029798e-05 -8.0468136381265753e-05
leaf_weight=20 23 25 21 35 21 23 42 20 23 25 21 22 33 22 35 22 23 21 34 25 29 20 34 25 34 32 20 2323 20 48
leaf_count=20 23 25 21 35 21 23 42 20 23 25 21 22 33 22 35 22 23 21 34 25 29 20 34 25 34 32 20 2323 20 48
internal_value=0 -5.70575e-07 3.7893e-07 9.2637e-05 -1.33068e-06 -6.17414e-05 3.90357e-08 -8.69877e-07 3.44308e-05 4.097e-08 6.81906e-05 -1.05361e-06 -5.89737e-05 8.04583e-08 -9.96126e-07 1.1489e-07 9.20759e-07 -2.59021e-08 9.07818e-07 -3.48587e-07 -1.25005e-06 -2.75892e-07 5.12397e-07 4.55337e-05 -1.33764e-05 -0.000106527 -1.69724e-06 -4.44267e-07 -1.49507e-06 -2.33177e-06
internal_weight=0 3101 3078 56 3022 67 2955 2930 46 2910 46 2864 55 2809 2787 2745 2723 2700 2665 2644 2610 2585 2565 120 91 57 2445 2411 2391 2371
internal_count=3121 3101 3078 56 3022 67 2955 2930 46 2910 46 2864 55 2809 2787 2745 2723 2700 2665 2644 2610 2585 2565 120 91 57 2445 2411 2391 2371
is_linear=0
shrinkage=0.1


Tree=3109
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 374 120 12 12 4 142 11 1 2 16 52 4 123 38 153 34 13 9 1 2 16 39 1 40 39 151
split_gain=1.39758e-05 0.000417136 0.000219056 8.24098e-05 1.35835e-05 2.53809e-05 3.49123e-05 2.2939e-05 4.84701e-05 4.23886e-05 4.41624e-05 3.27275e-05 2.63419e-05 3.53277e-05 5.59437e-05 4.30599e-05 3.31672e-05 2.53324e-05 2.50355e-05 2.13524e-05 0.000125865 7.34328e-05 5.30817e-05 2.78993e-05 3.04363e-05 2.60831e-05 2.39066e-05 2.66789e-05 2.91076e-05 4.55046e-05
threshold=-0.083284999999999984 0.089165000000000008 0.11233000000000001 0.10022000000000002 0.092550000000000007 0.090440000000000006 0.22926500000000002 0.12757000000000002 -0.0096849999999999974 -0.057499999999999989 -0.014494999999999999 0.15471500000000002 0.13404500000000005 -0.50690499999999983 -0.057699999999999994 0.08184000000000001 0.096455000000000013 0.10386000000000002 0.086100000000000024 -0.057544999999999992 -0.0087749999999999981 0.091905000000000014 0.10871500000000002 -1.0000000180025095e-35 -0.014034999999999997 0.089790000000000023 0.12500000000000003 -0.083564999999999987 0.084020000000000011 -0.080384999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 7 9 -9 -2 -11 12 16 -14 -15 -16 17 18 19 20 22 23 -12 24 -21 -24 27 -25 -29 -30
right_child=2 -3 -4 -5 -6 -7 -8 8 -10 10 11 -13 13 14 15 -17 -18 -19 -20 21 -22 -23 25 26 -26 -27 -28 28 29 -31
leaf_value=-1.0593295728126992e-06 0.00013915972141892948 0.0004272445015806664 -0.00031618878896221182 -0.00021527245058678091 7.5480587656784348e-05 -0.00011232340035348897 0.00012918443232831037 3.3086217908104031e-05 -0.00017682739202924 -0.00014131626085145399 -0.00013743416132891306 -0.00012651456734602106 0.0001643857561811317 0.00011570762078740589 5.6584184940513823e-05 -0.00010131234728480475 -0.00010669537750173137 -0.00010598630965846083 -0.0001044231179217935 0.00015128840772936553 0.00027154112675816579 -0.00016302418177171303 0.00012031553237648041 -0.00010466971684763848 -1.2798175011994319e-05 -3.4311474619812545e-05 9.4860203831491097e-05 -6.7182790863318199e-07 0.00019239073273638499 1.3396469579192298e-05
leaf_weight=176 22 23 22 20 24 20 21 22 22 22 23 20 21 41 31 39 29 22 22 26 20 27 24 24 20 20 27 2222 20 49
leaf_count=176 22 23 22 20 24 20 21 22 22 22 23 20 21 41 31 39 29 22 22 26 20 27 24 24 20 20 27 2222 20 49
internal_value=0 2.43595e-05 -1.8383e-06 -2.29178e-05 5.62993e-07 -6.65662e-08 7.2509e-07 -2.33221e-07 -7.18706e-05 9.0429e-07 -2.02156e-07 9.36279e-07 1.87792e-06 4.54473e-05 2.29454e-05 -3.13867e-05 -3.55541e-07 8.55714e-07 1.78698e-06 2.72089e-06 5.13929e-05 9.67484e-07 -1.4323e-05 2.82166e-06 7.99464e-05 5.00305e-05 1.30683e-06 2.15709e-07 1.31447e-06 6.52789e-05
internal_weight=0 219 2902 196 2880 2856 2836 2815 44 2771 2749 2727 2707 132 111 70 2575 2546 2524 2502 87 2415 67 2388 46 44 2342 2315 2291 69
internal_count=3121 219 2902 196 2880 2856 2836 2815 44 2771 2749 2727 2707 132 111 70 2575 2546 2524 2502 87 2415 67 2388 46 44 2342 2315 2291 69
is_linear=0
shrinkage=0.1


Tree=3110
num_leaves=31
num_cat=0
split_feature=1204 400 400 399 132 43 393 15 0 0 12 132 130 121 33 9 9 14 158 474 14 1428 473 158 471 1 474 15 1429 1429
split_gain=1.64568e-05 2.46644e-05 1.91718e-05 4.39353e-05 2.78031e-05 0.00046386 0.000372189 9.96872e-05 2.86597e-05 2.43435e-05 2.84532e-05 2.34851e-05 1.45159e-05 3.3132e-05 1.76227e-05 2.88246e-05 3.67018e-05 1.48405e-05 7.49284e-05 5.62564e-05 3.43008e-05 3.58259e-05 6.54636e-05 3.23811e-05 2.8286e-05 2.3547e-05 2.32568e-05 4.88485e-05 3.12982e-05 3.73515e-05
threshold=0.057120000000000011 0.12955000000000003 0.10931000000000002 0.093190000000000009 -0.083284999999999984 -0.011694999999999999 0.10992000000000002 0.084905000000000022 -0.09595999999999999 -0.073309999999999986 0.087505000000000013 -0.42226999999999998 -0.22699999999999995 -0.088279999999999983 -0.009184999999999997 0.088235000000000022 0.10750500000000002 -0.31455999999999995 -0.47382999999999992 0.096435000000000007 -0.23960999999999996 -0.071779999999999997 -0.072684999999999986 -0.4686749999999999 -0.083284999999999984 0.11910500000000002 -0.08539999999999999 -0.0088349999999999974 -0.07700499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 12 8 -7 10 -10 -12 -6 -14 -15 17 -17 19 -19 25 -20 -22 -23 -24 -25 -16 27 -26 -28 -30
right_child=-2 -3 -4 -5 6 7 -8 -9 9 -11 11 -13 13 14 15 16 -18 18 20 -21 21 22 23 24 26 -27 28 -29 29 -31
leaf_value=0.0004178145711732752 -7.7732855936995266e-05 0.00010165910468155442 -9.5331827777131589e-05 0.00012096486478791726 -7.725956129244575e-05 -9.8822313726565841e-05 -0.00042236332831505156 -0.00023673956235316363 -4.5955277601024141e-05 -7.074065637425519e-05 2.7752337162382901e-05 0.00016624225891064272 0.00012037235757578974 -7.6373486178151037e-05 -9.6524816690362066e-05 0.00014180836771231499 -2.1781660446625517e-05 -0.00019490378297632561 0.0001237311733182816 0.00018224031848062408 -0.00010681621082540005 0.00017986339120398045 0.00011147543473634869 -0.00011579070610010108 -1.8726456492004218e-05 3.6367004469184394e-05 -9.3357450781408465e-05 0.0001774537245430772 0.00012223992319680596 -3.1427323920746365e-06
leaf_weight=27 27 24 21 30 24 23 21 21 20 20 25 24 23 30 20 32 24 20 22 21 32 20 25 22 30 40 38 22 24 2369
leaf_count=27 27 24 21 30 24 23 21 21 20 20 25 24 23 30 20 32 24 20 22 21 32 20 25 22 30 40 38 22 24 2369
internal_value=0 6.78335e-07 -1.11091e-07 5.44742e-07 -6.51881e-07 3.99141e-05 -2.9221e-06 -3.68026e-05 6.85632e-07 2.64012e-05 5.45582e-05 9.55841e-05 1.81589e-07 8.42067e-07 -1.42955e-07 6.85338e-07 7.16984e-05 -7.84802e-07 -2.08617e-06 4.13732e-05 -6.0524e-07 -1.66465e-06 -3.45103e-07 -1.76968e-06 -2.89987e-06 -7.93027e-06 -1.89963e-06 6.42729e-05 -3.31508e-06 -1.88524e-06
internal_weight=0 3094 3070 3049 3019 160 2859 133 112 89 69 49 2838 2814 2791 2761 56 2705 2624 81 2604 2582 2550 2530 2505 60 2483 52 2431 2393
internal_count=3121 3094 3070 3049 3019 160 2859 133 112 89 69 49 2838 2814 2791 2761 56 2705 2624 81 2604 2582 2550 2530 2505 60 2483 52 2431 2393
is_linear=0
shrinkage=0.1


Tree=3111
num_leaves=31
num_cat=0
split_feature=132 393 1203 12 130 1201 131 132 13 13 16 399 13 13 12 4 13 12 1212 12 49 43 12 52 4 157 42 42 12 484
split_gain=1.94544e-05 0.000113584 0.00011289 1.52521e-05 4.10814e-05 1.63111e-05 1.41317e-05 1.84438e-05 6.23979e-05 3.66868e-05 2.23112e-05 2.72693e-05 1.35749e-05 0.000189605 6.26291e-05 0.000132102 0.000167694 9.54326e-05 8.78244e-05 0.000154594 0.000231059 0.00020944 9.41964e-05 0.00013995 8.24285e-05 7.55741e-05 0.000184553 0.000270321 7.7246e-05 9.36624e-05
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 0.23631000000000002 -0.22461999999999996 -0.081779999999999978 0.096845000000000014 -0.41127499999999995 0.056795000000000005 -0.0013449999999999996 -0.080344999999999986 0.089300000000000004 -0.081659999999999996 -0.081224999999999978 0.085955000000000018 -0.080924999999999983 -0.092094999999999982 0.085635000000000003 -0.014129999999999998 0.08493500000000001 0.08610000000000001 -0.082389999999999977 0.084535000000000013 -0.0015799999999999998 -0.078809999999999977 -0.081579999999999986 0.083715000000000026 0.083995000000000014 0.084225000000000008 -0.081614999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 -2 -6 7 8 -1 10 11 -9 14 -14 17 16 -16 18 -7 22 21 -21 25 -24 -17 26 -20 -28 29 -27
right_child=1 -3 -4 -5 5 12 -8 9 -10 -11 -12 -13 13 -15 15 24 -18 -19 19 20 -22 -23 23 -25 -26 28 27 -29 -30 -31
leaf_value=-6.6765829130114679e-05 0.00012384456327388897 0.00022851092739570463 -0.00025526960191200486 -8.0682121219781606e-05 8.5678129661656305e-05 0.00015089173000031974 -8.5515146056422962e-05 1.6346906402836893e-05 0.0001512149814516306 -0.00014199701057805215 7.2309279729619014e-05 -0.00011854978397009704 -0.00029787932104558093 -2.4506461823050199e-06 4.3923543080381934e-05 -0.00012780790726133598 0.00041304625119664706 -0.0002045744296265184 -0.00017052715440513567 -4.6291450780699966e-05 0.00010213229224578042 -0.00048045268905116246 8.9883462585989515e-07 0.00034019262457150038 3.0587345496953391e-05 -0.00014572711559518819 0.00039335522207173726 -8.1268624628483819e-05 -0.00021049261859761002 5.6627938119246134e-06
leaf_weight=24 27 22 20 23 22 34 20 47 29 20 34 22 22 1733 32 36 20 25 20 20 23 25 31 20 376 48 28 21 22 275
leaf_count=24 27 22 20 23 22 34 20 47 29 20 34 22 22 1733 32 36 20 25 20 20 23 25 31 20 376 48 28 21 22 275
internal_value=0 2.15286e-06 -2.8954e-05 4.25535e-07 1.0778e-06 -9.22338e-08 -5.86053e-06 3.19113e-06 5.25067e-05 -1.80587e-05 6.00704e-06 -2.66636e-05 -7.63507e-07 -6.15403e-06 8.19517e-06 3.57031e-05 0.000185894 -1.33651e-05 -4.93435e-06 -1.48745e-05 -0.000155707 -0.000287492 5.72045e-06 0.000133955 1.6747e-05 -1.00766e-05 8.54603e-05 0.000189945 -2.9184e-05 -1.68348e-05
internal_weight=0 2905 216 2883 2860 2833 196 176 53 123 103 69 2811 1755 1056 464 52 592 567 533 68 45 465 51 412 414 69 49 345 323
internal_count=3121 2905 216 2883 2860 2833 196 176 53 123 103 69 2811 1755 1056 464 52 592 567 533 68 45 465 51 412 414 69 49 345 323
is_linear=0
shrinkage=0.1


Tree=3112
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1373 150 1374 12 130 45 11 33 9 3 1 45 16 1454 12 49 49 49 43 43 16 43 483 158 133 43 0
split_gain=1.58743e-05 9.64122e-05 5.2084e-05 1.44771e-05 3.81672e-05 3.44371e-05 1.54888e-05 3.46542e-05 1.41177e-05 1.84504e-05 3.88633e-05 3.01572e-05 3.62425e-05 2.71023e-05 2.17594e-05 2.12169e-05 1.82972e-05 5.36969e-05 1.86437e-05 4.6072e-05 5.50731e-05 4.56334e-05 0.000125855 4.78305e-05 8.69437e-05 2.45208e-05 5.72368e-05 2.42908e-05 2.99179e-05 0.000113028
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.23631000000000002 -0.22562499999999999 -1.0000000180025095e-35 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 -0.011549999999999998 0.15618500000000002 0.084355000000000013 -0.076354999999999992 0.10642000000000001 0.089085000000000011 0.11308500000000002 0.10671500000000002 0.10440000000000001 -0.084794999999999995 -0.078469999999999984 0.51222500000000004 -0.05647499999999999 -0.47356499999999996 0.13270500000000005 -0.50375999999999987 0.0034250000000000005 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 7 -7 -9 -10 -11 13 -13 14 16 -16 18 -18 19 20 25 -20 -23 24 -24 -12 27 -27 -29 -30
right_child=1 3 -4 4 -6 6 -8 8 9 10 11 12 -14 -15 15 -17 17 -19 21 -21 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=-7.3704933794905411e-06 0.00021546366697293708 -7.3866176087624192e-05 -0.00015326836634942863 -0.00012457560177691368 0.00012939194164810825 0.00012131638671538288 -8.4532943368945525e-05 -7.9155531668882107e-05 8.6787505337269975e-05 -0.00011889104757251011 -9.9650276926062685e-05 5.5057504613176675e-06 0.00018311317115148995 -0.00011025756784048017 3.2746532486358083e-06 0.00014719039605552099 -0.00017381408900043674 4.9742686609360621e-05 -0.00013092606738306737 0.00011262692412281851 -0.00015958796804105597 0.00018829697433425788 -0.00025928090210734149 7.9561597063037052e-05 -2.5806740450207147e-05 7.8908573227747154e-05 0.00017254952750590748 6.0469282727688939e-06 -0.00025702244613057701 -1.1698980083919752e-05
leaf_weight=194 21 26 28 22 23 24 21 22 25 27 23 27 20 22 21 20 22 21 36 38 21 27 22 21 58 41 20 1900 20 308
leaf_count=194 21 26 28 22 23 24 21 22 25 27 23 27 20 22 21 20 22 21 36 38 21 27 22 21 58 41 20 1900 20 308
internal_value=0 1.97357e-06 -2.5772e-05 4.15791e-07 1.09298e-06 4.98951e-08 1.02665e-06 1.67158e-06 6.31939e-07 1.27257e-06 4.85138e-07 1.68423e-06 8.10834e-05 2.71219e-07 1.19968e-06 7.34775e-05 5.0186e-08 -6.46352e-05 1.14741e-06 3.40286e-06 1.62382e-06 -3.14603e-05 -3.48562e-06 -5.47542e-05 -9.00121e-05 3.08811e-06 4.12043e-06 2.63582e-06 1.23224e-06 -2.66577e-05
internal_weight=0 2899 222 2878 2852 2829 2807 2786 2762 2740 2715 2688 47 2641 2619 41 2578 43 2535 2371 2333 164 128 101 80 2312 2289 2269 2228 328
internal_count=3121 2899 222 2878 2852 2829 2807 2786 2762 2740 2715 2688 47 2641 2619 41 2578 43 2535 2371 2333 164 128 101 80 2312 2289 2269 2228 328
is_linear=0
shrinkage=0.1


Tree=3113
num_leaves=31
num_cat=0
split_feature=130 39 132 393 1203 130 403 2 403 42 12 42 13 33 34 34 46 0 16 16 2 9 16 2 1456 484 471 11 12 475
split_gain=1.53992e-05 4.33253e-05 1.68406e-05 8.61971e-05 7.70463e-05 1.49073e-05 1.89497e-05 8.62172e-05 5.16017e-05 2.0503e-05 4.42342e-05 3.78532e-05 2.78124e-05 2.04002e-05 2.16829e-05 3.20473e-05 2.06163e-05 4.39293e-05 2.07511e-05 3.05005e-05 2.59649e-05 2.27651e-05 3.4189e-05 2.55027e-05 2.24047e-05 4.58497e-05 2.9096e-05 3.94276e-05 0.000115863 4.65084e-05
threshold=-0.23647499999999996 0.15438500000000002 -0.083449999999999983 0.12679500000000002 0.089480000000000018 -0.13392499999999996 -0.5492149999999999 0.083715000000000026 -0.53762499999999991 0.12074000000000001 0.096210000000000004 0.11883500000000001 -0.046499999999999993 -0.044254999999999996 -0.097449999999999981 -0.084564999999999987 0.10253500000000002 -0.26609999999999995 -0.54165499999999989 -0.5335399999999999 0.10222000000000002 0.088235000000000022 -0.088704999999999992 -0.080614999999999978 0.11510000000000002 -0.074759999999999979 0.094575000000000006 0.094350000000000003 0.10149500000000002 -0.24039999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 7 -7 -8 11 -11 13 -12 -10 -15 -16 17 -17 20 -20 -19 23 -23 -21 26 -26 27 29 -29 -25
right_child=1 -3 3 -5 -6 6 8 -9 9 10 12 -13 -14 14 15 16 -18 18 19 21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-8.7465785109088761e-05 -8.2735909552528827e-06 0.00013440163247651073 -8.6014125554356727e-05 0.00019872152122182092 -0.00021441581298859092 0.00022290246124612167 -0.00013317920052815743 -4.340668625269656e-05 9.8767249506809526e-05 0.00017992232283177146 -6.0514999169189935e-05 -0.00012824718040697601 8.5014974926404346e-05 9.0679733749801441e-05 -0.00010947635838184161 0.00014164156481538985 -8.8554601706374145e-05 -1.1874220205451518e-05 -0.00012473253413190834 0.00010530633178701545 0.00011576477785745416 1.68964560373297e-05 -0.0001680062037485186 -0.00010803494430170183 -3.5580693656811489e-05 0.0001759803133262765 -9.963625341091151e-05 0.00025988138502064183 -4.2253765568413354e-05 -5.4647552275920687e-07
leaf_weight=20 194 24 20 22 20 20 29 31 21 20 29 23 24 26 27 22 26 30 20 23 34 20 20 41 20 21 30 22 30 2212
leaf_count=20 194 24 20 22 20 20 29 31 21 20 29 23 24 26 27 22 26 30 20 23 34 20 20 41 20 21 30 22 30 2212
internal_value=0 5.64105e-07 -4.79802e-07 1.5428e-06 -2.75392e-05 1.58989e-08 6.25825e-07 6.10283e-05 -4.86278e-07 9.17624e-07 5.32037e-05 -5.12993e-07 5.38537e-06 5.97739e-07 -1.87916e-07 -1.09729e-06 4.08777e-08 9.45979e-07 -2.80855e-07 -1.74395e-06 5.5934e-05 -7.35434e-07 -7.55549e-05 5.12077e-07 -5.02346e-07 7.27798e-05 -1.7891e-06 -5.156e-07 8.55726e-05 -2.50255e-06
internal_weight=0 3101 3077 2863 214 2841 2821 51 2770 2741 73 2668 53 2645 2624 2598 2571 2545 2523 2459 64 2439 40 2399 2376 41 2335 2305 52 2253
internal_count=3121 3101 3077 2863 214 2841 2821 51 2770 2741 73 2668 53 2645 2624 2598 2571 2545 2523 2459 64 2439 40 2399 2376 41 2335 2305 52 2253
is_linear=0
shrinkage=0.1


Tree=3114
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 401 402 401 402 131 13 130 16 393 403 12 403 1210 42 52 52 43 1210 43 4 43 130 12 403 403 2
split_gain=1.64547e-05 0.000426443 0.000235095 7.34302e-05 1.3614e-05 2.65049e-05 0.000173089 3.76265e-05 1.32894e-05 2.13797e-05 2.10189e-05 2.45779e-05 1.32324e-05 1.34047e-05 0.000102035 4.11302e-05 1.82473e-05 8.12727e-05 0.000280045 0.000241045 8.42806e-05 5.63099e-05 9.64673e-05 3.78772e-05 1.52892e-05 4.75415e-05 2.84332e-05 2.03708e-05 8.15832e-05 5.39947e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.47144999999999992 -0.45015499999999992 -1.0000000180025095e-35 -0.42072999999999994 0.096845000000000014 0.056795000000000005 0.09364500000000002 -0.081299999999999983 0.10159000000000001 -0.53960999999999981 0.092355000000000007 -0.53255499999999989 -0.065674999999999983 0.087075000000000014 0.084735000000000019 0.086450000000000013 -0.03898999999999999 -0.0091799999999999989 -0.022084999999999997 -0.084564999999999987 -0.53814999999999991 -0.22699999999999995 0.23631000000000002 0.05728500000000001 0.0033700000000000002 0.12043500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 -4 6 -6 -7 9 10 11 -1 13 14 -9 -15 17 19 -19 20 23 22 -18 -17 -23 -26 27 28 -27 -29
right_child=2 -3 4 -5 5 7 -8 12 -10 -11 -12 -13 -14 15 -16 16 21 18 -20 -21 -22 24 -24 -25 25 26 -28 29 -30 -31
leaf_value=-1.3236664702109171e-05 -0.00032764953542606569 0.00045491249191053658 7.2526900420108676e-05 -0.00020069021957169753 -0.00026050661207409576 0.00013141347507454075 0.00010465438721843789 -6.7551484747897263e-05 -7.5399223132990303e-05 9.4005687815996899e-05 -7.0367661348629763e-05 9.8083596510280464e-05 6.4052444491835567e-05 -0.00014117054497113539 0.00017136820674888001 8.7081122619565572e-05 4.1738007249395284e-05 -8.2547687095400223e-05 0.00039229849935509267 -0.00032729378206568076 0.00024118771485518665 8.2500403963918373e-05 -0.00024537821346893907 -0.00010753958493296522 -0.00015105401097181522 -1.891584458277795e-06 0.00011879803310876013 3.8559136862140315e-05 -0.00017370713663435058 -0.00013243150944617811
leaf_weight=68 22 21 26 20 25 22 27 39 20 26 36 28 32 21 33 20 22 27 23 20 20 22 25 20 21 2126 20 241 28 20
leaf_count=68 22 21 26 20 25 22 27 39 20 26 36 28 32 21 33 20 22 27 23 20 20 22 25 20 21 2126 20 241 28 20
internal_value=0 2.64317e-05 -1.99467e-06 -1.90133e-05 4.92971e-07 -1.6326e-07 -7.09038e-05 1.14955e-06 1.39986e-06 1.11213e-05 -5.20446e-06 1.92317e-05 1.18689e-07 -6.25808e-07 4.19534e-05 -1.77144e-06 -6.68845e-07 3.58676e-05 0.000135882 -2.66411e-05 7.35764e-05 -2.54993e-06 -0.000110983 -1.02292e-05 -4.93281e-07 -1.23671e-06 5.53487e-08 -9.28028e-07 -4.12503e-06 2.54564e-05
internal_weight=0 219 2902 198 2880 2854 52 2802 178 158 132 96 2780 2748 72 2676 2655 130 50 80 60 2525 47 40 2478 2456 2435 2415 2154 261
internal_count=3121 219 2902 198 2880 2854 52 2802 178 158 132 96 2780 2748 72 2676 2655 130 50 80 60 2525 47 40 2478 2456 2435 2415 2154 261
is_linear=0
shrinkage=0.1


Tree=3115
num_leaves=31
num_cat=0
split_feature=401 42 2 2 15 0 1208 3 403 15 402 153 1212 43 4 401 0 1213 403 15 394 132 128 128 128 129 4 4 49 16
split_gain=1.54162e-05 2.10185e-05 7.9024e-05 0.000165402 9.50527e-05 3.1854e-05 2.81242e-05 9.92434e-05 3.58682e-05 0.000173408 6.9308e-05 2.67785e-05 2.40135e-05 7.64511e-05 7.58589e-05 2.91763e-05 0.000216899 3.80055e-05 0.000128462 6.00894e-05 4.83022e-05 2.17016e-05 5.12499e-05 2.41638e-05 3.27108e-05 2.73726e-05 2.29936e-05 8.77113e-05 0.000168422 0.000163514
threshold=0.13837000000000002 0.120215 0.09358000000000001 0.11362000000000001 0.090455000000000021 -0.050064999999999991 0.098655000000000007 -0.081924999999999984 -0.5335399999999999 0.087575000000000014 0.13775000000000001 0.086100000000000024 0.11006000000000002 0.062770000000000006 -0.077679999999999985 -1.0000000180025095e-35 -0.069954999999999976 0.10336000000000002 -0.44023999999999991 0.086495000000000002 0.15288500000000002 -0.41094499999999995 0.11787500000000002 0.10773500000000001 0.10332500000000001 0.10311000000000002 -0.011559999999999999 -0.008819999999999998 -0.0087049999999999992 -0.011989999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 -3 -5 8 -8 9 -1 11 12 15 14 -14 16 -10 18 -17 -19 21 -20 23 24 25 26 -23 28 -28 -30
right_child=-2 2 3 5 -6 -7 7 -9 10 -11 -12 -13 13 -15 -16 17 -18 19 20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00012455463608785069 -8.5391097430450233e-05 9.5343570657340553e-05 0.000341650791025521 0.00010178019676823169 -0.00019070167113218654 -4.6012606056007957e-05 5.3242553956806658e-05 -0.00024562033562688159 -0.0002516988661854753 0.00022027667978233827 -0.0001413846446874751 -0.00011509974995533413 5.065358011052013e-06 -8.5935178663930855e-05 0.00025141296890797096 0.00024897854323388031 0.00017636881588259715 -1.4792445148891098e-06 7.4444282309789418e-05 -0.0002143300967180126 0.00015170493003270602 -1.0661492880038397e-05 -0.00014136763840304832 9.7576402244158096e-05 -0.0001226262337612835 8.8958937725264528e-05 -2.2967974503747732e-05 8.8002477923931861e-07 4.8379793879576029e-05 0.00044790520291176764
leaf_weight=25 21 21 21 25 26 35 25 20 29 35 35 20 25 25 25 21 20 36 38 21 21 1277 26 25 22 34 48 1078 20 21
leaf_count=25 21 21 21 25 26 35 25 20 29 35 35 20 25 25 25 21 20 36 38 21 21 1277 26 25 22 34 48 1078 20 21
internal_value=0 5.78458e-07 4.02555e-05 0.000100108 -6.28942e-05 1.55677e-05 -1.13038e-06 -7.95854e-05 7.57977e-08 7.6597e-05 -1.52562e-06 2.02862e-07 1.02294e-06 5.68477e-05 0.000128239 -5.06788e-07 -7.69774e-05 8.87207e-07 2.6374e-06 -7.9898e-05 6.55344e-07 -5.69856e-07 -1.68728e-06 -2.48982e-07 -1.22724e-06 -1.4944e-07 -1.38908e-06 8.75733e-06 0.00010417 0.000253015
internal_weight=0 3100 128 81 47 60 2972 45 2927 60 2867 2832 2812 75 50 2737 49 2688 2631 57 2610 2589 2551 2525 2500 2478 2444 1167 89 41
internal_count=3121 3100 128 81 47 60 2972 45 2927 60 2867 2832 2812 75 50 2737 49 2688 2631 57 2610 2589 2551 2525 2500 2478 2444 1167 89 41
is_linear=0
shrinkage=0.1


Tree=3116
num_leaves=31
num_cat=0
split_feature=12 130 1446 1213 484 52 481 403 133 1213 159 1210 15 43 2 154 403 474 0 0 0 51 150 129 0 0 12 16 0 0
split_gain=1.46561e-05 3.6785e-05 1.37114e-05 0.000132276 0.000155072 0.000241775 0.000180207 7.93424e-05 0.000150032 6.95048e-05 5.18563e-05 4.60487e-05 3.68516e-05 5.19595e-05 0.000123408 3.66733e-05 2.97816e-05 2.99467e-05 2.25422e-05 0.000112996 7.48869e-05 5.18032e-05 7.20904e-05 4.79724e-05 5.74015e-05 0.000207649 0.000295613 0.000234864 0.000204991 5.90498e-05
threshold=0.23631000000000002 -0.22562499999999999 0.083715000000000026 0.04198000000000001 -0.085034999999999986 -0.013374999999999998 -0.085629999999999984 -0.54856499999999986 0.40945500000000007 -0.082414999999999974 -0.040234999999999993 -0.41266499999999995 -0.066844999999999988 -0.065269999999999981 0.087470000000000006 1.0000000180025095e-35 -0.53762499999999991 -0.45463999999999999 -0.087414999999999979 -0.087794999999999998 -0.087184999999999985 0.123935 0.12820000000000001 -0.077709999999999987 -0.085544999999999982 -0.085754999999999984 0.086305000000000007 -0.088159999999999988 -0.086284999999999987 -0.084674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 -4 -6 8 -3 -8 12 -9 13 14 -11 16 -13 -18 19 21 -20 22 -19 -22 25 26 27 -25 -28 -26
right_child=-2 2 3 -5 6 -7 9 11 -10 10 -12 15 -14 -15 -16 -17 17 18 20 -21 23 -23 -24 24 29 -27 28 -29 -30 -31
leaf_value=0.00012140124855795876 -7.953148894518128e-05 -0.00032083855198421094 1.3630379972335717e-05 0.0002622051517218573 0.00029958239319967107 -0.00042454509134358891 -0.00016379884232481433 0.00014723624723652999 4.4439331711897546e-05 0.00014170723478032631 0.00014541839022234445 -0.00012397851343848743 -8.0639280847543367e-05 0.00014432839289556481 -0.00020112159315128033 0.00013350945304409836 -0.0001204532934241884 -6.6769598727409411e-06 0.00018177875449509884 -0.000207095702315765 -0.00013361164342495614 -0.00013604301781015239 0.00018526974017731848 6.9505662890151156e-05 -8.3836890544147013e-05 0.00036565752772730773 0.00033604959722982711 -0.00034874457180257166 -2.2063323511599354e-05 4.9622660006862545e-06
leaf_weight=25 23 22 34 21 24 20 21 21 23 21 31 20 38 29 21 20 21 903 24 29 25 30 20 25 79 20 33 29 31 1438
leaf_count=25 23 22 34 21 24 20 21 21 23 21 31 20 38 29 21 20 21 903 24 29 25 30 20 25 79 20 33 29 31 1438
internal_value=0 5.90452e-07 -3.92389e-07 2.1579e-05 4.36118e-07 -0.000148657 4.39551e-05 -2.42316e-06 -0.000134141 5.84921e-06 3.12964e-05 -2.81795e-07 -1.16028e-06 4.13778e-05 -2.97072e-05 -1.40953e-06 -2.39903e-06 -1.50077e-06 -5.70763e-07 -1.26385e-05 6.38374e-06 -6.72108e-06 -2.51777e-06 3.8781e-06 5.95498e-06 6.7702e-05 1.7201e-05 -0.00015511 0.000162589 3.3792e-07
internal_weight=0 3098 3073 260 239 54 185 2813 45 161 140 2768 109 71 42 2747 2727 2707 2686 982 1704 953 923 1680 1655 138 118 54 64 1517
internal_count=3121 3098 3073 260 239 54 185 2813 45 161 140 2768 109 71 42 2747 2727 2707 2686 982 1704 953 923 1680 1655 138 118 54 64 1517
is_linear=0
shrinkage=0.1


Tree=3117
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 11 52 155 11 1428 475 0 157 156 156 1429 154 1429 474 0 1429 1455 159 1455 158 1 120 39 157 13
split_gain=1.55741e-05 9.14873e-05 5.4079e-05 1.35486e-05 4.87392e-05 2.02901e-05 8.07406e-05 6.28454e-05 2.61889e-05 1.3457e-05 1.85872e-05 7.50358e-05 3.4429e-05 1.99498e-05 2.85949e-05 2.05201e-05 1.902e-05 2.61669e-05 2.95074e-05 0.000121462 2.5822e-05 2.70657e-05 8.70795e-05 3.41778e-05 5.9776e-05 2.73255e-05 3.80456e-05 4.68288e-05 3.13524e-05 0.000171214
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 0.092630000000000018 -0.22660999999999995 0.13949000000000003 0.10553000000000001 -0.079254999999999978 0.061570000000000007 -0.081304999999999975 0.23903500000000003 -0.092624999999999985 -0.086029999999999981 -0.081904999999999992 0.085530000000000009 0.11475 0.098370000000000027 -0.074824999999999989 -1.0000000180025095e-35 -0.092919999999999989 -0.017094999999999996 -0.08045999999999999 -0.47144999999999992 0.16540500000000002 1.0000000180025095e-35 0.13128000000000004 -0.087424999999999989 -0.085384999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 7 -7 9 -8 -5 12 -12 13 -11 -15 -16 17 18 20 -20 -17 22 -22 -23 -25 26 27 28 29 -26
right_child=1 3 -4 4 -6 6 8 -9 -10 10 11 -13 -14 14 15 16 -18 -19 19 -21 21 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-7.1616760769990301e-06 0.00020992069247378304 -8.1582223756413442e-05 -0.00015816679073463161 8.175132519681938e-05 0.00015657178853871302 -0.00019035188895402287 -3.3310891674886987e-05 0.00017367858933236375 0.00011256051717282389 -9.5598860604117038e-05 6.0856154281778299e-05 -0.00020677240187069401 0.00010523216849598553 0.00011624834237625777 -8.930580711771305e-05 8.7917047494556755e-05 -9.7159763172385296e-05 0.00010692201878713525 8.2285381498737632e-05 -0.00021787377510398592 -4.1385400848715417e-05 -0.00012546692133500156 0.00021724005360422029 0.00017190168464367164 -0.00029167294712312031 0.00010444327166017804 -0.00010340264360255223 0.00015116447229956975 -4.443319602490771e-07 4.2484798462322473e-05
leaf_weight=195 21 20 27 20 20 27 32 21 20 22 22 20 31 21 26 34 20 23 26 28 30 22 23 20 23 24 37 20 2200 46
leaf_count=195 21 20 27 20 20 27 32 21 20 22 22 20 31 21 26 34 20 23 26 28 30 22 23 20 23 24 37 20 2200 46
internal_value=0 1.95482e-06 -2.55272e-05 4.37349e-07 1.01131e-06 -8.49542e-08 -5.00537e-05 1.34583e-06 2.27935e-05 2.40646e-08 -5.77313e-07 -6.6586e-05 4.58698e-07 -7.69271e-07 2.60971e-08 -9.119e-07 -1.9725e-08 7.40369e-07 -2.23775e-07 -7.33527e-05 1.36919e-06 1.65662e-07 7.08483e-05 -1.40047e-06 -2.48795e-07 -1.71391e-06 -2.80925e-06 -1.18323e-06 -2.52609e-06 -6.89011e-05
internal_weight=0 2899 222 2878 2858 2838 79 2759 52 2738 2718 42 2676 2645 2623 2602 2576 2556 2533 54 2479 2445 53 2392 2370 2350 2326 2289 2269 69
internal_count=3121 2899 222 2878 2858 2838 79 2759 52 2738 2718 42 2676 2645 2623 2602 2576 2556 2533 54 2479 2445 53 2392 2370 2350 2326 2289 2269 69
is_linear=0
shrinkage=0.1


Tree=3118
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 447 367 12 4 10 1 0 9 1 45 31 43 4 1 4 4 133 1375 4 4 3 4 2 3 2 157
split_gain=1.42064e-05 0.000436526 0.000232135 8.68628e-05 1.328e-05 1.38697e-05 3.51441e-05 3.77507e-05 1.94418e-05 0.000105916 7.19543e-05 4.75603e-05 4.58849e-05 2.26846e-05 2.0141e-05 6.74293e-05 2.35344e-05 3.15457e-05 2.71825e-05 0.00013446 0.000266327 9.06217e-05 6.81478e-05 6.30331e-05 0.00015019 9.41368e-05 6.38452e-05 0.000249108 6.6308e-05 8.17622e-05
threshold=-0.083284999999999984 0.10022000000000002 0.12679500000000002 0.089480000000000018 0.097325000000000009 -0.0098099999999999975 0.23631000000000002 0.63113500000000011 -0.010699999999999999 0.093400000000000025 -0.094299999999999981 0.08925000000000001 0.13559000000000002 0.094030000000000016 -1.0000000180025095e-35 -0.083879999999999996 0.59999500000000017 0.13927000000000003 -0.010655 -0.008819999999999998 0.08622500000000001 -0.15308499999999997 -0.0082299999999999995 -0.0057249999999999992 -0.082484999999999989 -0.0047449999999999992 0.08647500000000001 -1.0000000180025095e-35 0.08734500000000002 -0.06482499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -2 7 8 9 -7 -11 13 -12 14 15 -10 17 18 21 20 -20 -16 -21 24 -24 -25 27 -27 -28 -30
right_child=2 -3 -4 -5 -6 6 -8 -9 11 10 12 -13 -14 -15 16 -17 -18 -19 19 22 -22 -23 23 25 -26 26 28 -29 29 -31
leaf_value=7.8247833627163627e-07 6.2852418947538052e-05 0.00045807639746293547 -0.0003413644900530244 -0.00021901593252550812 -6.8030377588002014e-05 -0.00023707168746279258 -0.00012550912344253944 0.00012896427272252091 4.7377634230845919e-05 0.00017497681634267792 2.7836996247433727e-05 0.00011459135912200263 -0.00014174999885788701 -8.3261743087614812e-05 -0.00020667883982241622 -0.00020123884454733345 0.00010116662748866173 -8.5329334925939666e-05 0.00033758257540674618 -0.00013889909056278186 -0.00010046710439896941 -2.2424620387815203e-06 -2.5790314709699553e-05 -0.0002050692024308124 0.0002632881419998512 1.1882203342004607e-05 -0.00018107813929895029 0.00033550774938443544 0.00011348667445545609 -1.2747055439369855e-05
leaf_weight=178 36 21 20 20 28 22 22 23 24 20 39 37 27 32 22 20 24 41 35 31 23 1504 41 21 32 158 21 28 57 514
leaf_count=178 36 21 20 20 28 22 22 23 24 20 39 37 27 32 22 20 24 41 35 31 23 1504 41 21 32 158 21 28 57 514
internal_value=0 2.45597e-05 -1.8534e-06 -2.14194e-05 5.02676e-07 1.17504e-06 3.8711e-07 1.37771e-06 3.19473e-07 -4.12745e-05 8.81313e-06 2.00508e-06 -4.15395e-05 4.19965e-07 1.45148e-06 -6.56299e-05 2.60806e-06 1.67237e-06 3.10666e-06 1.62808e-05 0.000163873 -5.18978e-06 6.8009e-06 1.19806e-05 0.000100929 3.8539e-06 9.49321e-06 6.06e-05 -6.564e-06 -1.4579e-07
internal_weight=0 219 2902 198 2882 2854 2818 2796 2773 108 86 2665 66 2628 2596 44 2552 2528 2487 961 58 1526 903 872 73 799 778 186 592 571
internal_count=3121 219 2902 198 2882 2854 2818 2796 2773 108 86 2665 66 2628 2596 44 2552 2528 2487 961 58 1526 903 872 73 799 778 186 592 571
is_linear=0
shrinkage=0.1


Tree=3119
num_leaves=31
num_cat=0
split_feature=132 393 15 1204 15 0 2 13 12 40 130 121 33 47 47 16 9 3 47 47 484 47 1366 1375 1375 1453 2 52 12 1455
split_gain=1.51063e-05 8.74955e-05 4.99393e-05 2.62961e-05 5.1741e-05 4.57468e-05 2.65437e-05 1.9026e-05 2.28963e-05 1.39931e-05 5.89572e-05 3.74585e-05 1.4457e-05 1.72948e-05 7.52021e-05 0.000236536 7.33588e-05 0.000217881 3.44012e-05 3.81282e-05 3.53576e-05 3.29114e-05 2.51225e-05 3.09299e-05 3.34636e-05 3.08016e-05 8.43798e-05 0.000116601 5.19226e-05 3.11736e-05
threshold=-0.083174999999999985 0.12069000000000002 0.092400000000000024 -0.082274999999999987 0.084510000000000016 -0.084804999999999978 0.10467500000000002 0.056795000000000005 0.088365000000000013 -0.24620999999999996 -0.22699999999999995 -0.085749999999999979 -0.009184999999999997 0.094160000000000008 0.10019500000000002 -0.059624999999999991 0.087755000000000014 -0.13309499999999996 0.10397500000000001 0.10843500000000002 -1.0000000180025095e-35 0.11328000000000001 -0.082084999999999991 0.089070000000000024 0.084665000000000018 -0.013154999999999998 0.083995000000000014 -0.016949999999999996 0.089150000000000021 -0.24112999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 5 6 -1 7 8 -5 -2 -11 -12 -13 16 15 -15 22 -18 -16 20 -20 -21 -14 24 25 26 -24 28 -28 -27
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 11 12 13 14 18 -17 17 -19 19 21 -22 -23 23 -25 -26 29 27 -29 -30 -31
leaf_value=-9.0449605696894065e-07 8.3795547107001772e-05 0.00020530348688009242 -0.00015828064252855256 -1.7528157899505461e-05 0.0001417177827668773 -0.00017301862320417296 6.0816620691639404e-05 3.2315793796442448e-05 -0.00015577948422066149 -0.00016321401252009145 0.00013418422031896799 -6.8917767979049431e-05 9.478871154767278e-05 -7.835318455545348e-05 -0.00010316419918256412 0.00036115866205364003 0.00011063844751995269 -0.00031331139174721169 3.8615536184460371e-06 -0.00010585343409599905 0.00018333253848022257 1.2771040564985016e-05 -0.00017750829567072894 -9.120817648599277e-05 0.00012973653952940366 0.00010726711790433846 -0.00019031788874417544 0.00015812422631179585 2.0324595971032978e-05 1.088216027949237e-06
leaf_weight=47 20 21 25 25 27 23 32 20 23 22 21 30 28 25 28 24 22 27 21 28 23 142 36 37 20 28 25 31 22 2218
leaf_count=47 20 21 25 25 27 23 32 20 23 22 21 30 28 25 28 24 22 27 21 28 23 142 36 37 20 28 25 31 22 2218
internal_value=0 1.92524e-06 -2.51408e-05 -8.24489e-06 1.88795e-05 -5.74563e-05 -1.42868e-05 -4.96297e-05 -8.37736e-05 4.41241e-07 -1.42064e-07 1.12295e-06 1.30309e-07 8.74094e-07 2.3944e-05 0.000136918 -1.81771e-06 -0.000122967 1.06915e-06 1.47072e-05 9.76759e-05 -6.76711e-06 6.10225e-07 -4.80796e-07 9.29672e-07 -1.61912e-07 -5.08706e-05 7.5775e-06 -9.17193e-05 2.41191e-06
internal_weight=0 2899 222 197 127 70 100 68 48 2878 2858 2836 2815 2785 291 49 2494 49 242 214 44 170 2445 2417 2380 2360 114 78 47 2246
internal_count=3121 2899 222 197 127 70 100 68 48 2878 2858 2836 2815 2785 291 49 2494 49 242 214 44 170 2445 2417 2380 2360 114 78 47 2246
is_linear=0
shrinkage=0.1


Tree=3120
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 393 129 402 12 402 50 133 12 1184 1212 0 43 1212 1209 1209 42 43 160 0 43 130 130 2 448 0 4
split_gain=1.44208e-05 0.000410726 0.000221235 9.90049e-05 1.46796e-05 1.41817e-05 1.64888e-05 0.00014323 0.00029323 0.000104387 0.000157461 7.02089e-05 5.80821e-05 2.2396e-05 9.3018e-05 8.80394e-05 5.86267e-05 3.24695e-05 4.40766e-05 2.46412e-05 4.049e-05 0.000131047 9.21662e-05 7.81815e-05 5.63013e-05 7.88341e-05 4.48772e-05 3.16536e-05 3.00177e-05 2.68674e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.014244999999999999 0.10022000000000002 0.10159000000000001 -0.08341999999999998 0.10645 0.083715000000000026 0.11191000000000001 0.089465000000000017 0.048950000000000007 0.09364500000000002 0.084515000000000021 -0.087464999999999987 -0.086834999999999982 -0.0011349999999999999 -0.063924999999999996 -0.084519999999999984 -0.065739999999999979 -0.094219999999999984 -0.095049999999999982 0.10455000000000002 -0.079119999999999982 -0.14386499999999997 0.089120000000000019 -0.005069999999999999 0.097845000000000015 0.030280000000000001 -0.08095999999999999 -0.0092149999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 12 -8 -9 10 11 -10 13 14 -7 -16 -15 -18 -19 20 21 23 24 26 25 -22 28 29 -20 -21
right_child=2 -3 4 -5 -6 6 7 8 9 -11 -12 -13 -14 16 15 -17 17 18 19 27 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.8475116178212858e-06 -0.00030422281161008869 0.00044525512404063538 8.1795364011278651e-05 -0.00023081074272340632 7.0239854248939086e-05 -0.00019666152135147877 -0.0002193975903082901 0.00040166853591058912 -6.9107851358670534e-05 0.00018445282842731103 -0.00029409977520117536 0.00013026983533839513 -0.00016819709146927511 0.00012895039682916831 -0.00013299165044112929 0.00013051519727014238 -0.00011712642190104817 0.000147602804354392 -0.00014420544942437958 -1.351479528142222e-05 -2.2366365192283412e-05 -0.00023472428230369199 0.00026499251807330265 0.00016699591598642822 -0.00010217361464721922 0.00023394421767166239 9.1541492535422247e-05 -0.00012134502517849046 1.494279453137067e-06 8.5005991446030424e-06
leaf_weight=178 24 21 21 20 30 29 20 22 38 25 20 33 21 35 21 32 24 20 26 1210 28 21 21 33 23 21 27 23 31 1023
leaf_count=178 24 21 21 20 30 29 20 22 38 25 20 33 21 35 21 32 24 20 26 1210 28 21 21 33 23 21 27 23 31 1023
internal_value=0 2.47443e-05 -1.86733e-06 -1.98553e-05 6.54052e-07 -7.89444e-08 -6.87137e-07 3.07018e-05 6.69481e-05 3.46665e-06 -4.62548e-05 2.35607e-05 -2.54531e-06 -1.2316e-06 -5.26771e-05 2.61068e-05 4.12407e-07 -1.36508e-06 -2.56878e-07 -1.44594e-06 2.96609e-05 -4.70829e-06 8.06604e-05 3.65766e-05 2.68969e-05 8.7481e-05 -1.46595e-05 -4.63108e-06 -6.49652e-05 -3.42892e-06
internal_weight=0 219 2902 198 2878 2848 2827 158 138 116 91 71 2669 2648 82 53 2566 2531 2507 2487 231 138 93 117 72 49 84 2256 57 2233
internal_count=3121 219 2902 198 2878 2848 2827 158 138 116 91 71 2669 2648 82 53 2566 2531 2507 2487 231 138 93 117 72 49 84 2256 57 2233
is_linear=0
shrinkage=0.1


Tree=3121
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 40 120 376 40 123 10 13 34 33 10 4 41 12 12 4 14 14 11 16 13 48 15 15 2 159 4
split_gain=1.48971e-05 0.000104593 5.84484e-05 1.40434e-05 2.8204e-05 2.44646e-05 1.56264e-05 3.95896e-05 6.58195e-05 3.61758e-05 0.000135166 7.06789e-05 0.000127791 3.45634e-05 0.000208673 2.27037e-05 5.86657e-05 0.000119804 0.000106639 2.77251e-05 3.36674e-05 2.342e-05 2.82344e-05 0.0001351 4.90043e-05 5.17467e-05 0.000108687 0.000105216 5.69639e-05 5.22082e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23123999999999997 -0.24290999999999999 0.088020000000000015 0.080200000000000007 -0.083564999999999987 0.09338500000000001 0.053330000000000009 -0.085584999999999981 -0.0011599999999999998 0.085305000000000006 -0.010699999999999999 0.053180000000000012 0.07677500000000001 0.085565000000000016 0.089300000000000004 0.0033150000000000007 0.019675000000000002 0.084525000000000003 0.094350000000000003 -0.15241499999999997 -0.11122999999999998 -0.072824999999999987 0.035560000000000008 -0.092334999999999987 0.098035000000000011 0.085035000000000013 0.41816000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 7 8 -6 11 -11 12 -9 14 -13 19 18 -18 -17 21 -21 22 23 -15 -25 26 28 -28 29 -26
right_child=1 3 -4 4 5 -7 -8 9 -10 10 -12 13 -14 15 -16 16 17 -19 -20 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-5.8731430050475192e-06 0.00022427559528122879 7.8116132009081016e-05 -0.00016286010116649171 -0.00011867284844811366 -0.00022466425070888363 9.3508208530173381e-05 3.1308181028365732e-05 0.00031338032046733131 1.5482367452932524e-05 0.00011197393523616485 -0.00022840282797298125 -0.00030526379855886759 -2.8880093668703922e-05 -0.00023199878067922935 0.00013543919970591863 0.00028674864009768831 -0.00019523020848358403 0.00011756350676296281 8.731107742720712e-06 -0.00015747240088239778 -3.6243434751117038e-06 7.8982959309320685e-05 2.6918098553085123e-06 -0.00013759286517597502 -0.00015210314991347289 -9.5333944773301493e-05 2.7032390966810082e-05 0.00028665779844029912 9.0238217853766411e-05 2.9042552789458289e-05
leaf_weight=195 21 23 27 20 21 28 147 20 25 20 28 22 24 30 21 22 24 25 37 25 33 37 2026 25 41 37 37 27 27 26
leaf_count=195 21 23 27 20 21 28 147 20 25 20 28 22 24 30 21 22 24 25 37 25 33 37 2026 25 41 37 37 27 27 26
internal_value=0 1.91187e-06 -2.49662e-05 2.89345e-07 -3.37631e-07 4.97185e-07 -4.30606e-07 -2.18459e-06 -9.41498e-05 -5.66229e-07 -8.65792e-05 1.04274e-06 0.000126693 -1.14941e-06 -9.00368e-05 3.92406e-07 4.52323e-05 -3.56416e-05 0.000112399 -1.65007e-06 -6.99382e-05 6.23015e-08 -1.22068e-06 -3.29275e-05 -5.78141e-06 1.11175e-05 3.6046e-05 0.000136562 -3.23903e-05 -8.18078e-05
internal_weight=0 2899 222 2878 2855 2835 2807 2660 46 2614 48 2566 44 2522 43 2479 108 49 59 2371 58 2313 2276 250 220 195 158 64 94 67
internal_count=3121 2899 222 2878 2855 2835 2807 2660 46 2614 48 2566 44 2522 43 2479 108 49 59 2371 58 2313 2276 250 220 195 158 64 94 67
is_linear=0
shrinkage=0.1


Tree=3122
num_leaves=31
num_cat=0
split_feature=40 130 39 41 401 1210 1209 52 1209 1209 13 43 43 13 0 11 33 3 475 473 13 0 16 47 9 47 13 2 132 12
split_gain=1.44879e-05 5.10944e-05 4.35245e-05 1.62064e-05 1.7362e-05 1.86795e-05 2.17748e-05 0.000128945 5.92095e-05 2.31928e-05 2.01229e-05 4.3961e-05 3.32015e-05 2.84891e-05 3.21527e-05 3.60787e-05 4.68291e-05 3.55592e-05 3.77601e-05 2.69275e-05 3.32581e-05 6.96956e-05 0.000148502 2.87952e-05 0.000108721 0.000106641 4.11135e-05 6.06241e-05 4.51688e-05 0.000404491
threshold=-0.24620999999999996 -0.22699999999999995 0.15438500000000002 0.11457000000000002 0.13837000000000002 0.24726500000000004 -0.084519999999999984 0.087765000000000024 -0.069599999999999981 -0.025744999999999997 0.11217000000000001 -0.10603999999999998 -0.27207999999999993 0.10591500000000001 0.16094000000000003 -0.011194999999999998 -0.012019999999999998 -0.24210499999999999 0.12927000000000002 -1.0000000180025095e-35 0.086705000000000018 0.051010000000000007 0.19444000000000003 0.094160000000000008 0.088235000000000022 0.098400000000000015 0.054800000000000008 0.088930000000000023 -0.083284999999999984 0.091840000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -8 -10 13 12 -12 14 15 -11 -17 -18 19 -19 21 23 -23 24 26 -25 28 -28 29 -21
right_child=1 2 -4 -5 -6 -7 8 -9 9 10 11 -13 -14 -15 -16 16 17 18 -20 20 -22 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=8.483823809910974e-05 -0.0001524022385472728 5.2004208344825251e-05 0.00014401115317706995 -7.7579628473527178e-05 -9.2624172903015283e-05 8.2153629877471508e-05 0.00016113203069519091 -0.00025220712996087968 -0.00010466021755876551 0.00013471099860907997 2.9673622403034072e-05 0.00012738678417055128 -0.00010265039519296074 -9.6595131570563451e-05 -0.00011084054679556105 -0.00014539500466939485 0.00013071774135044376 0.00011678812996251508 -0.00012749576132552214 -4.0192366327365236e-05 7.3868740922383347e-05 4.8964192536424471e-06 -0.00028416879054189107 0.00020393796539792676 -0.0001698922688843284 8.9951609440999029e-06 -0.00019579482790364777 5.7942139184368507e-06 -9.3292088503987985e-07 0.00034247083098602461
leaf_weight=20 22 38 21 27 20 28 23 22 21 20 108 39 23 31 26 22 21 20 23 109 60 52 27 32 38 228 26 35 1902 37
leaf_count=20 22 38 21 27 20 28 23 22 21 20 108 39 23 31 26 22 21 20 23 109 60 52 27 32 38 228 26 35 1902 37
internal_value=0 -5.47172e-07 5.37859e-07 -4.47405e-07 2.39685e-07 8.56516e-07 9.34183e-08 -5.95399e-05 1.3175e-06 5.00093e-08 8.13787e-07 3.41875e-05 6.44116e-06 -1.28054e-06 -1.77198e-07 9.07737e-07 -1.09005e-07 1.11563e-06 6.43938e-08 1.20776e-06 2.99825e-07 -1.47577e-06 -9.3898e-05 1.55761e-06 -2.2486e-06 3.29881e-05 7.7201e-07 -8.0129e-05 3.18166e-06 5.67839e-05
internal_weight=0 3101 3079 3058 3031 3011 2983 60 2923 2900 2879 170 131 2709 2678 2652 2632 2610 2589 2566 2546 2486 79 2407 2147 260 2109 61 2048 146
internal_count=3121 3101 3079 3058 3031 3011 2983 60 2923 2900 2879 170 131 2709 2678 2652 2632 2610 2589 2566 2546 2486 79 2407 2147 260 2109 61 2048 146
is_linear=0
shrinkage=0.1


Tree=3123
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 16 0 3 4 3 130 130 40 120 10 0 9 9 13 13 42 15 160 1 402 12 12 15 12 160 12
split_gain=1.68025e-05 8.27665e-05 4.92125e-05 2.37238e-05 1.52458e-05 3.22595e-05 2.44325e-05 1.72947e-05 2.57169e-05 3.5219e-05 1.51487e-05 2.66027e-05 1.82403e-05 1.52015e-05 7.98181e-05 7.24623e-05 3.2939e-05 2.13409e-05 0.00011025 0.000139937 6.0106e-05 5.45712e-05 0.000184386 5.289e-05 0.000127325 6.47653e-05 0.000173042 0.000227157 0.000185005 0.000138669
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.081299999999999983 -0.073309999999999986 -0.085709999999999995 -0.086254999999999984 -0.084964999999999985 0.096505000000000021 -0.23123999999999997 -0.24290999999999999 0.086165000000000019 0.0036750000000000007 -0.080119999999999983 0.092890000000000014 0.088235000000000022 -0.081829999999999986 -0.081029999999999977 0.089905000000000013 0.11461000000000002 -0.52800499999999995 0.081670000000000006 0.10874500000000002 0.087145000000000014 0.083935000000000023 0.081070000000000017 0.083715000000000026 -0.015149999999999999 0.083310000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 6 -6 -1 -9 -10 -3 -12 13 16 -15 -16 17 20 19 -19 23 22 -20 25 -25 26 27 29 -28 -13
right_child=1 10 -4 -5 5 -7 -8 8 9 -11 11 12 -14 14 15 -17 -18 18 21 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00010524120421905535 0.00019983618223618364 8.141882252580811e-05 -0.00015868214040528985 -0.00011020521688762877 1.112501912840261e-05 -5.7802544641004795e-05 0.00015702186568281225 6.7434958228576841e-05 -0.0001168489677972199 4.5675541574989138e-05 -0.00011499077605549246 -2.8070951243841399e-06 7.7033139560596972e-05 0.00019516953922220638 -0.00012761837305636921 0.00010550551751293825 -0.0001022014789214154 1.9645764924851913e-05 -7.4605137510493831e-05 -0.00034124836926242678 0.00015872308873373118 -5.9043187863584031e-06 0.00032379277219574549 0.00028383886269496187 -5.3900360459617037e-06 1.9356993620099883e-05 -1.6241418261415675e-05 -0.00029235205100849274 -0.00044636347149207723 0.00024749798272387125
leaf_weight=20 21 23 25 21 22 23 24 33 30 24 20 193 31 24 30 24 32 21 26 22 27 1619 21 23 45 607 20 25 20 25
leaf_count=20 21 23 25 21 22 23 24 33 30 24 20 193 31 24 30 24 32 21 26 22 27 1619 21 23 45 607 20 25 20 25
internal_value=0 2.03045e-06 -2.65147e-05 -9.74223e-06 2.24483e-06 3.88959e-05 8.72451e-05 -2.139e-05 -2.11382e-06 -4.46159e-05 5.87112e-07 -6.40715e-08 7.46699e-07 -9.66961e-08 4.34314e-05 -2.40078e-05 -1.34218e-06 -1.44149e-07 -6.90116e-06 -0.000164998 1.15794e-05 -2.82063e-06 0.000103402 7.43238e-06 9.24374e-05 9.37614e-07 -3.85697e-05 -6.84412e-06 -0.000231302 2.58976e-05
internal_weight=0 2899 222 197 176 69 46 107 87 54 2878 2855 2835 2804 78 54 2726 2694 1709 43 985 1666 47 958 68 890 283 243 40 218
internal_count=3121 2899 222 197 176 69 46 107 87 54 2878 2855 2835 2804 78 54 2726 2694 1709 43 985 1666 47 958 68 890 283 243 40 218
is_linear=0
shrinkage=0.1


Tree=3124
num_leaves=31
num_cat=0
split_feature=33 34 34 9 47 47 12 2 3 47 47 47 131 1204 400 47 148 447 160 130 132 1 399 12 2 483 401 16 4 403
split_gain=1.63269e-05 1.56168e-05 3.00019e-05 2.0755e-05 2.6606e-05 0.000247775 0.000359084 8.81032e-05 0.000197016 5.5806e-05 2.21734e-05 3.07887e-05 2.11783e-05 2.52895e-05 2.59579e-05 2.46832e-05 2.07186e-05 5.51543e-05 2.34927e-05 2.78227e-05 3.68147e-05 0.000509152 0.000397743 0.000109035 3.38336e-05 0.000138515 7.06701e-05 0.000117679 0.000125321 7.65359e-05
threshold=-0.044254999999999996 -0.097449999999999981 -0.084564999999999987 0.092235000000000011 0.092165000000000011 0.097970000000000015 0.087005000000000013 -0.0050599999999999994 -0.0063699999999999989 0.10094500000000002 0.10397500000000001 0.10670500000000001 0.13767000000000004 0.053645000000000005 -0.14175499999999996 0.089640000000000011 -0.10069499999999999 0.094580000000000011 0.51752500000000012 0.10367000000000003 -0.083284999999999984 0.089475000000000013 0.091580000000000009 0.091325000000000003 0.079055000000000014 -0.021199999999999997 0.10711000000000001 -0.088704999999999992 -0.076779999999999987 -0.5425549999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 6 -6 8 -4 -7 -11 -12 13 14 -9 16 -16 18 19 20 21 23 24 -18 25 -22 27 28 -27 -29
right_child=1 2 3 -5 5 9 -8 12 -10 10 11 -13 -14 -15 15 -17 17 -19 -20 -21 22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=8.5842941271866124e-05 7.3734731930536723e-05 -0.00010623533464105869 -4.738206053991954e-06 6.8625922491729965e-05 -0.00056114496297595914 0.00016991286436677912 -1.7660287941849204e-05 0.0001004268489778042 0.00036893917756623568 -8.4301674520853944e-05 0.00011686005562533747 -5.1574361732047878e-06 -9.6419408446704247e-05 0.00010435621895695755 8.0258468246498639e-05 -0.00010084528646984836 1.154195262643043e-05 -0.00015286254892998841 8.8943211458485927e-05 -5.1948617266524323e-05 -0.0002633162141453637 0.00046782224962953482 -0.00039894242887385196 -0.00023551288898528112 7.7462683989336952e-06 -0.00033338107608395386 0.00014246620131806205 -0.0001764017385929557 -3.1145173745565394e-05 2.3140959412141321e-05
leaf_weight=22 28 27 43 43 20 20 31 25 21 30 23 205 23 23 31 25 80 24 29 105 23 24 25 23 1815 23 28 21 34 227
leaf_count=22 28 27 43 43 20 20 31 25 21 30 23 205 23 23 31 25 80 24 29 105 23 24 25 23 1815 23 28 21 34 227
internal_value=0 -6.09404e-07 -1.28724e-06 -3.56361e-07 -1.34478e-06 -2.81783e-05 -0.000230792 1.9592e-06 0.000117875 8.99178e-06 -3.48273e-06 7.15135e-06 -8.85354e-07 -3.53411e-08 -9.72502e-07 -1.97171e-06 -9.87695e-07 -2.00286e-06 -5.29263e-07 -1.59792e-06 6.77939e-07 5.30259e-05 -2.34947e-06 -4.36256e-05 2.21747e-06 -2.59701e-05 -9.57683e-06 -2.35349e-05 -0.0001531 6.2442e-06
internal_weight=0 3099 3071 3044 3001 329 51 2672 64 278 258 228 2608 2585 2562 2537 2512 2481 2457 2428 2323 127 2196 103 2171 356 333 305 57 248
internal_count=3121 3099 3071 3044 3001 329 51 2672 64 278 258 228 2608 2585 2562 2537 2512 2481 2457 2428 2323 127 2196 103 2171 356 333 305 57 248
is_linear=0
shrinkage=0.1


Tree=3125
num_leaves=31
num_cat=0
split_feature=132 394 1203 403 3 403 403 1210 1210 1213 15 43 1210 1210 1209 1212 1212 0 1212 1212 1212 1212 52 52 484 484 1212 1213 402 3
split_gain=1.59175e-05 8.37143e-05 4.7727e-05 1.40127e-05 0.000117632 5.447e-05 4.18313e-05 2.65517e-05 2.06004e-05 0.000136868 0.000180237 0.000225239 4.47927e-05 2.4697e-05 2.21101e-05 1.6679e-05 4.04318e-05 8.00964e-05 3.74875e-05 3.32653e-05 4.74678e-05 9.60113e-05 2.28551e-05 0.000144257 6.36494e-05 0.000116277 6.12222e-05 0.000122907 0.000118774 6.09708e-05
threshold=-0.083174999999999985 0.11233000000000001 0.089005000000000015 -0.5492149999999999 -0.085784999999999986 -0.5425549999999999 -0.5335399999999999 -0.3960249999999999 -0.065674999999999983 -0.087969999999999979 0.084370000000000014 -0.010739999999999998 -0.051429999999999997 -0.0061249999999999994 0.091045000000000001 0.13631000000000001 0.10167000000000001 -0.077084999999999987 0.093985000000000013 0.089785000000000018 0.087615000000000012 0.086680000000000021 0.084505000000000011 0.086275000000000004 -0.096419999999999992 -0.070054999999999992 -0.091904999999999987 -0.063924999999999982 -0.44724499999999995 -0.071799999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 -5 -7 -8 9 -9 -11 -12 -10 -14 15 16 18 -18 19 20 21 22 -15 -24 -25 -26 -27 -28 -29 -30
right_child=1 -3 -4 5 -6 6 7 8 12 10 11 -13 13 14 -16 -17 17 -19 -20 -21 -22 -23 23 24 25 26 27 28 29 -31
leaf_value=-8.5538569580351657e-06 0.00023663573575461109 0.00020585946229402909 -0.00015041368913241765 -0.00016485856758663431 -6.4383996291058696e-05 0.00014486493600998073 -0.00011229515024578654 -0.000113700025768422 -0.00011877907545567724 -7.1153836575706076e-05 4.3419594658189456e-05 0.00049780778150307022 9.5399152579139575e-05 4.4013350711115529e-06 -8.4684260946232834e-05 -8.1002732069464397e-05 -4.9206688492779142e-06 0.00023959688870014534 -0.00013080779919453727 9.8538643223628912e-05 -0.00013545758724481299 0.00020833582171193981 -0.00026361688993030999 0.0001477497940286412 -0.00025215259882315882 -0.00013304729333564564 0.00022781606597203319 -0.00024737357574849739 2.9680117853424868e-05 -4.2514031480293503e-05
leaf_weight=195 21 20 27 20 34 20 21 37 32 29 24 20 27 1739 31 25 37 21 22 34 26 22 23 25 20 36 23 20 297 193
leaf_count=195 21 20 27 20 34 20 21 37 32 29 24 20 27 1739 31 25 37 21 22 34 26 22 23 25 20 36 23 20 297 193
internal_value=0 1.97625e-06 -2.58071e-05 5.59905e-07 5.05508e-05 -4.13714e-07 7.59216e-07 -2.76026e-07 5.75368e-07 4.29806e-05 0.000122394 0.00024996 -1.18286e-06 2.52884e-07 -7.37459e-07 2.77894e-07 1.07853e-06 8.36116e-05 -8.51677e-07 3.11478e-07 -1.0663e-06 3.90824e-07 -1.53459e-06 -1.77396e-05 -8.52919e-06 -1.51624e-05 -6.83237e-06 1.69247e-06 -8.50526e-06 1.24446e-06
internal_weight=0 2899 222 2879 55 2824 2804 2784 2763 110 73 44 2653 2621 2594 2563 2538 58 2480 2458 2424 2398 2376 637 614 589 569 533 510 490
internal_count=3121 2899 222 2879 55 2824 2804 2784 2763 110 73 44 2653 2621 2594 2563 2538 58 2480 2458 2424 2398 2376 637 614 589 569 533 510 490
is_linear=0
shrinkage=0.1


Tree=3126
num_leaves=31
num_cat=0
split_feature=40 130 42 132 394 403 1203 15 131 42 16 2 400 399 130 1213 42 2 0 151 157 51 156 51 51 457 148 147 151 151
split_gain=1.36578e-05 4.27677e-05 3.60076e-05 1.69877e-05 7.08385e-05 3.96258e-05 0.000162982 4.4502e-05 2.16652e-05 4.2102e-05 4.82159e-05 1.8428e-05 1.51424e-05 1.36073e-05 2.59423e-05 1.43965e-05 5.71054e-05 0.00018024 0.000142724 1.73492e-05 6.31058e-05 5.60188e-05 0.00011957 0.000103358 5.047e-05 5.18878e-05 3.54873e-05 4.25522e-05 3.34642e-05 4.30051e-05
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083174999999999985 0.10969000000000002 -0.074254999999999988 0.085685000000000011 0.085315000000000016 -0.076979999999999979 -0.058859999999999989 -0.07550999999999998 0.085485000000000019 -0.086864999999999984 -0.065739999999999979 0.084685000000000024 0.093235000000000026 0.090990000000000015 0.086100000000000024 -0.082724999999999979 -0.078349999999999989 0.0026750000000000007 -0.085734999999999992 0.087515000000000009 -0.025069999999999999 -0.014904999999999998 -0.084684999999999996 -0.062044999999999996 0.097430000000000003 -0.039414999999999999 -0.0033899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 13 7 8 11 -7 -10 -11 12 -3 14 -5 19 18 -18 -17 20 21 -15 23 -23 -25 -26 -21 28 -28 -30
right_child=1 2 -4 4 -6 6 -8 -9 9 10 -12 -13 -14 15 -16 16 17 -19 -20 26 -22 22 -24 24 25 -27 27 -29 29 -31
leaf_value=8.2371946191415191e-05 -0.00013946268673779825 9.3290981667450991e-05 0.00012247049971847446 -4.3999252259254721e-05 0.00018912007712060589 5.2729378027531007e-05 -0.00032565616493229754 0.00015436919569765452 5.1977532023426786e-05 8.1552231373886279e-06 -0.00019738386580138469 -6.9375593055597028e-05 -2.8289710254674515e-05 0.00013994354481885814 9.6706285684807603e-05 -0.0001679827132362074 0.00034710308354988232 -4.3117036141760267e-05 0.00011560814192408645 -0.00010580871872662101 -0.0001576532013496035 0.00022985111118032365 -0.00017238224691027427 -0.00011354594501296691 0.00014314237786332824 1.1835271607977829e-05 -0.00010125914832315175 0.00014088371319303408 8.406455542879283e-05 -6.3422125459066091e-06
leaf_weight=20 22 20 24 20 20 33 20 20 28 21 25 33 21 38 38 35 20 29 36 35 20 24 32 28 34 262 36 20 54 2053
leaf_count=20 22 20 24 20 20 33 20 20 28 21 25 33 21 38 38 35 20 29 36 35 20 24 32 28 34 262 36 20 54 2053
internal_value=0 -5.31253e-07 4.61436e-07 -4.97064e-07 1.58531e-06 -2.72004e-05 -6.36301e-05 2.20184e-05 -1.46532e-05 -4.47022e-05 -0.000103551 -1.37521e-05 3.10179e-05 2.52439e-07 4.81871e-05 -7.56346e-07 3.3118e-05 0.000116156 -2.41902e-05 -2.29843e-06 1.58753e-05 2.41781e-05 1.26016e-05 2.96116e-05 1.4779e-05 2.69178e-05 -5.91994e-06 -4.30362e-06 -5.65861e-06 -4.02519e-06
internal_weight=0 3101 3079 3055 2834 221 127 94 107 74 46 74 41 2814 58 2756 120 49 71 2636 438 418 380 348 324 296 2198 2163 2143 2107
internal_count=3121 3101 3079 3055 2834 221 127 94 107 74 46 74 41 2814 58 2756 120 49 71 2636 438 418 380 348 324 296 2198 2163 2143 2107
is_linear=0
shrinkage=0.1


Tree=3127
num_leaves=31
num_cat=0
split_feature=130 40 10 15 10 10 10 9 3 31 45 3 0 3 12 160 160 49 3 4 150 150 131 376 4 0 2 2 150 158
split_gain=1.74055e-05 2.54889e-05 2.03808e-05 3.0837e-05 1.63354e-05 2.78894e-05 4.07305e-05 3.17915e-05 0.000123108 2.56269e-05 1.82264e-05 1.5956e-05 5.98168e-05 5.41732e-05 0.000154873 0.000306555 9.27979e-05 5.76071e-05 4.40245e-05 0.000126462 4.02773e-05 7.026e-05 3.25336e-05 3.93682e-05 6.73669e-05 3.18319e-05 2.91142e-05 7.38285e-05 2.97221e-05 2.68929e-05
threshold=-0.23123999999999997 -0.24290999999999999 -0.23633499999999996 -0.090644999999999989 -0.086389999999999981 -0.012544999999999999 -0.0091199999999999979 0.08925000000000001 -0.014944999999999998 -1.0000000180025095e-35 0.094030000000000016 -0.020429999999999997 0.056435000000000006 0.088060000000000013 -0.010834999999999999 -1.0000000180025095e-35 0.11055500000000001 -0.081404999999999991 -0.045649999999999989 -0.017809999999999996 0.12068000000000002 0.10325000000000002 0.088315000000000018 0.081970000000000015 0.0045450000000000013 -0.094654999999999975 0.086675000000000016 0.092235000000000025 -0.087189999999999976 -0.47382999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 -7 9 -9 -8 11 18 13 14 22 -16 17 -15 29 -20 21 26 23 24 -13 -21 -19 -28 -29 -11
right_child=1 2 4 -5 5 6 7 8 -10 10 -12 12 -14 16 15 -17 -18 20 19 25 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=8.6670961109516418e-05 -0.00011316973104840145 0.00015556276588800497 -6.9850477944676055e-05 -7.3626088683690446e-06 0.00010722260035436194 -0.0001365717161124022 -8.1821542521655111e-05 0.00022596352261573953 -0.00010404081883734762 -0.0001160918529785704 -7.1931600250536572e-05 -0.00023519004360423427 0.00016405801378333799 0.00011606750685522066 -1.0763463719091046e-05 0.00040381832090896484 -0.00021721162457569417 -0.00010944830987839318 -0.00029317180365978857 0.00010346512020532828 9.6065663987806506e-05 -0.00021416984396637417 8.7881207745913009e-05 3.8175231245910868e-05 -2.2355762582170932e-05 -6.9033998474681192e-05 0.00015374406638889366 7.3451154829577407e-05 -5.1260178244082397e-05 3.9235465343543405e-07
leaf_weight=23 20 21 34 26 24 22 39 26 20 20 35 20 26 35 42 31 22 29 20 20 26 20 27 48 58 23 26 23 113 2202
leaf_count=23 20 21 34 26 24 22 39 26 20 20 35 20 26 35 42 31 22 29 20 20 26 20 27 48 58 23 26 23 113 2202
internal_value=0 -6.43459e-07 8.77056e-08 6.54338e-05 -9.2558e-07 -1.43649e-07 -1.01038e-06 2.4374e-10 8.24834e-05 -1.30586e-06 -2.10215e-07 6.76485e-07 1.60346e-05 8.63348e-06 4.54472e-05 0.000165292 -1.96655e-05 -3.68752e-06 -2.99334e-06 -8.54272e-05 -2.13729e-05 -3.5844e-05 -1.17335e-05 -3.30796e-05 -7.69287e-05 1.11981e-05 -1.71711e-05 -6.52332e-07 -3.01693e-05 -6.56108e-07
internal_weight=0 3098 3078 47 3031 2997 2973 2951 46 2905 2866 2831 546 520 226 73 294 272 2285 63 237 211 153 126 78 43 191 162 136 2222
internal_count=3121 3098 3078 47 3031 2997 2973 2951 46 2905 2866 2831 546 520 226 73 294 272 2285 63 237 211 153 126 78 43 191 162 136 2222
is_linear=0
shrinkage=0.1


Tree=3128
num_leaves=31
num_cat=0
split_feature=132 1186 1185 393 50 13 131 399 16 42 130 4 33 14 16 158 158 131 14 1456 2 1456 42 43 403 1456 1455 45 1455 43
split_gain=1.59644e-05 0.000424709 0.000240753 3.73815e-05 2.1282e-05 1.54965e-05 3.91525e-05 2.30874e-05 1.39968e-05 1.96322e-05 1.39081e-05 2.63888e-05 1.65111e-05 1.8383e-05 7.77605e-05 5.90858e-05 2.45085e-05 2.3776e-05 2.05167e-05 4.09624e-05 2.02802e-05 1.87256e-05 0.000121252 6.90645e-05 4.01646e-05 3.29943e-05 2.89097e-05 2.25075e-05 2.10166e-05 6.84092e-05
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10317000000000003 0.09227500000000001 0.0036400000000000004 -0.076979999999999979 0.086875000000000022 -0.081299999999999983 -0.046564999999999995 -0.23123999999999997 0.62931500000000018 -0.044254999999999996 -0.31455999999999995 -0.020119999999999996 -0.47382999999999992 -0.4686749999999999 0.13602500000000003 -0.23960999999999996 0.12676500000000004 0.13404500000000005 0.091180000000000011 0.085935000000000025 -0.064334999999999989 -0.56738999999999995 0.088020000000000001 0.10814500000000001 0.094030000000000016 0.090900000000000022 -0.077824999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 7 -7 -1 9 -9 -4 12 -12 14 -14 -15 -17 18 -18 21 -16 24 -23 -24 -20 26 27 28 -26 -30
right_child=2 -3 10 -5 -6 6 -8 8 -10 -11 11 -13 13 15 20 16 17 -19 19 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=9.8165827683474431e-05 -0.00033151510807246352 0.00044275611726334323 7.8003857608722609e-05 -0.00014661018483041387 -8.7144063784055313e-05 4.3749568401835864e-05 -0.00014396630885130435 -9.7627043214743028e-05 5.5894554917848343e-05 3.6522848240565509e-05 8.9354550038392314e-05 -8.5146509849841505e-05 0.00019440430345002825 -0.00016817798224067141 -6.6386289312076233e-05 9.6832424158212524e-05 9.6661876679198557e-05 8.3625533663893512e-05 -0.00014050389453630139 -0.00012996702757664026 4.9699669175930068e-05 0.00020248453930738226 6.1526282992086965e-05 -0.00019523282273439693 -2.1053365873964625e-06 0.00012319087547213922 -0.00011680819484767694 -0.00010012026823065042 0.0001565628949808137 -7.7196083154939556e-05
leaf_weight=34 22 22 23 21 27 25 20 24 26 20 21 36 25 21 34 26 21 33 21 25 27 30 22 20 2377 21 22 23 31 21
leaf_count=34 22 22 23 21 27 25 20 24 26 20 21 36 25 21 34 26 21 33 21 25 27 30 22 20 2377 21 22 23 31 21
internal_value=0 2.60349e-05 -1.96473e-06 -2.05025e-05 -5.45552e-06 9.3471e-06 -3.96797e-05 3.05606e-05 -2.27619e-06 -3.66498e-05 5.52667e-07 -7.08461e-08 1.01484e-06 3.52293e-07 4.58705e-05 -1.09007e-06 2.12883e-07 -7.2904e-07 -1.78587e-06 -2.57707e-06 -1.5004e-05 -1.34649e-06 4.89369e-05 -6.074e-05 -2.78544e-06 -1.62629e-06 -2.68577e-06 -1.66183e-06 -7.2954e-07 6.21602e-05
internal_weight=0 219 2902 197 176 149 45 104 70 44 2880 2857 2821 2800 86 2714 2693 2667 2634 2613 61 2588 72 42 2516 2495 2474 2452 2429 52
internal_count=3121 219 2902 197 176 149 45 104 70 44 2880 2857 2821 2800 86 2714 2693 2667 2634 2613 61 2588 72 42 2516 2495 2474 2452 2429 52
is_linear=0
shrinkage=0.1


Tree=3129
num_leaves=31
num_cat=0
split_feature=44 45 47 47 47 393 131 1209 1208 1208 1208 403 15 402 1212 402 133 43 1210 131 158 159 15 50 159 9 9 1 480 480
split_gain=1.42837e-05 3.30806e-05 1.46929e-05 0.0001217 7.90172e-05 2.29805e-05 2.16798e-05 2.19613e-05 2.07203e-05 3.9129e-05 4.7551e-05 3.57667e-05 0.000151691 3.86123e-05 2.05807e-05 3.78471e-05 3.81149e-05 0.000195164 3.66482e-05 3.18836e-05 2.82321e-05 2.89526e-05 6.12383e-05 4.17785e-05 6.55395e-05 2.37898e-05 0.000137799 4.93942e-05 2.17125e-05 3.60748e-05
threshold=0.087770000000000015 1.0000000180025095e-35 0.092165000000000011 0.096475000000000019 0.089785000000000018 0.12765500000000005 0.13767000000000004 0.14268500000000003 0.11253500000000001 0.10233500000000001 0.089655000000000012 -0.5335399999999999 0.087575000000000014 0.13924000000000003 0.13631000000000001 0.13116000000000003 0.50628500000000021 0.055925000000000009 1.0000000180025095e-35 0.11863000000000001 -0.47144999999999992 -0.45371999999999996 -0.0058549999999999991 0.13767000000000004 -0.26424499999999995 0.092235000000000011 0.085555000000000006 0.13075500000000004 0.11471500000000003 0.10344000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 9 10 11 12 -1 14 15 16 18 -18 19 20 -13 22 -22 24 -23 26 28 -27 29 -26
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 13 -14 -15 -16 -17 17 -19 -20 -21 21 23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-9.4122288690338485e-05 5.792344484667584e-05 -0.00012898085758934031 -0.00018821642778149046 3.0988951912628471e-06 0.00019110950763040986 0.00010036682183651823 -9.887984481544911e-05 0.00010519321236643009 -0.00010139007259567733 0.00012788464100594866 -0.0001502577672779028 9.2730220257814823e-05 0.00025784533680416646 -0.00010221157751181414 -8.9588154849479901e-05 0.00013527859991881996 -7.8162866587885423e-05 0.00025994254251746762 -0.00012208701579947956 -0.00010645608674946875 1.7349827396628827e-05 0.00016045227891411812 -0.0001965714678036697 -0.00014256729889893904 6.1124138139086515e-09 -0.00018370058657767783 0.00025127873265195046 2.2500336840144324e-05 8.5668957929140653e-05 -0.00011851583938271059
leaf_weight=24 42 20 38 266 22 23 22 20 20 24 21 33 25 37 25 21 38 31 25 28 32 26 23 20 2091 21 22 26 29 26
leaf_count=24 42 20 38 266 22 23 22 20 20 24 21 33 25 37 25 21 38 31 25 28 32 26 23 20 2091 21 22 26 29 26
internal_value=0 -7.90128e-07 4.79935e-08 -2.08155e-05 2.35017e-06 8.30707e-07 -1.40649e-08 7.95104e-07 1.251e-08 7.7839e-07 -3.84167e-07 8.24956e-07 8.5453e-05 -7.98684e-07 6.9209e-07 1.59779e-06 4.61693e-07 7.37396e-05 -1.64329e-06 -3.7653e-07 8.87935e-07 -4.20699e-07 -7.21082e-05 1.32314e-06 2.6073e-06 7.54491e-07 2.2804e-06 -6.9632e-05 -2.72242e-07 -1.44952e-06
internal_weight=0 3079 3059 304 2755 2733 2710 2688 2668 2648 2624 2603 49 2554 2517 2492 2471 69 2402 2377 2349 2316 55 2261 2241 2215 2168 47 2146 2117
internal_count=3121 3079 3059 304 2755 2733 2710 2688 2668 2648 2624 2603 49 2554 2517 2492 2471 69 2402 2377 2349 2316 55 2261 2241 2215 2168 47 2146 2117
is_linear=0
shrinkage=0.1


Tree=3130
num_leaves=31
num_cat=0
split_feature=402 401 1210 1209 402 1209 130 130 52 1210 49 12 3 133 130 133 2 4 12 130 129 1213 1213 0 42 1212 0 0 42 52
split_gain=1.61541e-05 2.04844e-05 1.79741e-05 2.09516e-05 8.4714e-05 4.25732e-05 1.6793e-05 6.61904e-05 8.66447e-05 4.36987e-05 4.09359e-05 5.89089e-05 0.000108956 0.000149722 4.56341e-05 7.09852e-05 5.89886e-05 5.76042e-05 3.64474e-05 3.61542e-05 2.47944e-05 2.14351e-05 7.84475e-05 4.72115e-05 0.000153782 0.000200148 6.20354e-05 0.000122042 8.64832e-05 6.03622e-05
threshold=0.31278000000000006 0.13699500000000003 0.258635 -0.084519999999999984 -0.0078149999999999973 -0.069599999999999981 0.0084900000000000028 0.087230000000000016 0.08257500000000001 -0.053799999999999994 0.09567500000000001 0.090285000000000018 -0.063814999999999997 0.093255000000000018 0.11155500000000002 -0.090969999999999981 0.093320000000000014 -0.068329999999999988 0.092465000000000006 0.0029050000000000005 0.11013500000000002 -0.011244999999999998 -0.023164999999999995 -0.072894999999999988 0.091625000000000012 -0.070754999999999985 -0.086834999999999982 -0.085669999999999982 0.085225000000000009 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 19 8 -8 -9 14 -12 13 -13 15 -11 18 -16 -17 20 21 22 23 24 26 -26 28 -28 -7 -29
right_child=-2 -3 -4 5 -6 6 7 9 -10 10 11 12 -14 -15 17 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=4.1520463372535236e-05 8.7410804796187827e-05 -9.6743182935328661e-05 8.4541905525838967e-05 0.00013316836727123398 -0.00021339027232236481 -3.3924567735864129e-05 0.00022815895213170736 -0.00013702497820883186 6.1385866723494247e-06 0.00024113284577781868 8.380551880691201e-05 -0.00034584767417982225 8.8847935628357598e-05 2.1234988107607936e-05 6.3880388285421466e-05 3.7923316959655146e-05 0.00015070575676462238 -0.00013376803695352684 -0.00012162797634532167 -0.0001309963147915286 9.8910637080014868e-05 3.0823377533250568e-07 -0.00021400170544005789 -0.00011153004628964524 -4.5695525609930473e-05 0.00037620115073640713 0.00015681687685795815 1.373989057222335e-05 -0.00028246777740908633 -0.00012861845177023908
leaf_weight=32 21 22 25 24 22 42 32 22 39 21 26 25 22 20 30 41 31 29 22 22 24 2238 21 43 22 23 38 68 21 53
leaf_count=32 21 22 25 24 22 42 32 22 39 21 26 25 22 20 30 41 31 29 22 22 24 2238 21 43 22 23 38 68 21 53
internal_value=0 -5.92134e-07 9.51052e-08 -5.96402e-07 -6.23321e-05 5.15211e-07 -5.54932e-07 1.96942e-05 0.000106204 -1.55916e-06 9.60282e-06 -4.39558e-05 -9.35349e-05 -0.0001827 3.8229e-05 7.49105e-05 3.77757e-05 -3.32688e-05 -1.7793e-05 -3.34257e-06 -2.25951e-06 -3.20465e-06 -2.69564e-05 -1.42856e-05 1.37545e-06 0.000169941 -3.27931e-05 4.8161e-07 -0.000116772 -4.86154e-05
internal_weight=0 3100 3078 3053 54 2999 2975 360 71 289 267 93 67 45 174 115 94 59 63 2615 2593 2569 331 310 267 45 222 159 63 121
internal_count=3121 3100 3078 3053 54 2999 2975 360 71 289 267 93 67 45 174 115 94 59 63 2615 2593 2569 331 310 267 45 222 159 63 121
is_linear=0
shrinkage=0.1


Tree=3131
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 471 471 154 157 1420 11 157 11 1201 12 2 156 4 1456 43 1456 1456 484 15 15 39 52 1447 481 1447 12
split_gain=1.41784e-05 0.000407219 0.000213294 6.60044e-05 1.3619e-05 2.89325e-05 2.01527e-05 3.76396e-05 2.24038e-05 1.90988e-05 0.000175486 7.65565e-05 3.89015e-05 2.79633e-05 6.085e-05 1.9229e-05 3.40422e-05 2.38912e-05 4.43974e-05 2.65092e-05 4.08213e-05 1.93662e-05 0.000169018 0.000104124 0.000109067 9.53097e-05 2.42407e-05 0.000193686 9.98625e-05 9.06699e-05
threshold=-0.083284999999999984 0.089165000000000008 0.12358500000000001 0.10022000000000002 0.10693500000000002 0.094575000000000006 0.084190000000000001 0.63604500000000008 -0.086219999999999977 0.088065000000000018 -0.051074999999999988 0.086080000000000018 -0.08261499999999998 0.098330000000000015 0.11093500000000002 -0.084204999999999988 -0.010655 -0.24089499999999997 -0.070064999999999975 -0.16130999999999998 -0.11085999999999999 0.10126500000000001 -0.067579999999999987 -0.56020999999999987 0.15619500000000003 -0.023194999999999997 -0.086279999999999982 -0.086219999999999977 -0.085644999999999985 0.087925000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 7 8 -2 11 -11 12 -10 -12 -15 16 -14 18 -17 -19 -21 23 -23 -22 26 -24 27 -25 -28 -29
right_child=2 -3 -4 -5 -6 -7 -8 -9 9 10 13 -13 15 14 -16 17 -18 19 -20 20 21 22 25 24 -26 -27 28 29 -30 -31
leaf_value=-2.6143075920324258e-06 0.00010647017079463695 0.00042260235109690416 -0.00032729272832511926 -0.00019432356526522199 8.0643818745600241e-05 -0.00010951670628855936 0.00010076944676256973 -0.00013666464306879788 0.00013910732697695495 0.00029984861142847444 -0.00011318478483008221 -0.00019151891725154461 -0.00016220654055359776 0.00010814796956462185 -0.00011080966935630635 0.00016885960769444787 2.0088979882919896e-05 -0.00011035512890719641 -3.4860649730035224e-05 0.00012968999120251587 0.00018862485293507703 -0.00020796154473115363 0.00023618806111958942 -0.00032102910190587867 -0.00023455159884179012 -5.2791952824918558e-05 0.00022419470253225881 0.00016654823526291045 -2.3370695035289316e-07 -0.00010473699231542096
leaf_weight=176 20 23 20 20 21 24 20 20 20 21 25 21 20 30 22 23 21 22 20 24 29 37 21 20 20 25 20 28 2286 22
leaf_count=176 20 23 20 20 21 24 20 20 20 21 25 21 20 30 22 23 21 22 20 24 29 37 21 20 20 25 20 28 2286 22
internal_value=0 2.45355e-05 -1.85157e-06 -2.21765e-05 4.06869e-07 -1.82078e-07 7.42854e-07 3.26897e-08 1.01015e-06 2.50622e-07 4.36105e-05 -1.33552e-06 1.6706e-07 -2.62726e-05 1.5512e-05 -8.86316e-07 -6.88357e-05 1.86431e-07 7.4106e-05 -1.0581e-06 -1.08445e-07 -1.35054e-06 -4.88485e-05 2.75168e-07 -2.00452e-06 7.91337e-05 -4.70561e-08 -5.80206e-05 1.71277e-06 4.71827e-05
internal_weight=0 219 2902 196 2882 2861 2837 2817 2797 2777 98 2679 2658 77 52 2638 41 2597 43 2554 2532 2508 83 2425 2396 46 2376 70 2306 50
internal_count=3121 219 2902 196 2882 2861 2837 2817 2797 2777 98 2679 2658 77 52 2638 41 2597 43 2554 2532 2508 83 2425 2396 46 2376 70 2306 50
is_linear=0
shrinkage=0.1


Tree=3132
num_leaves=31
num_cat=0
split_feature=1420 157 1429 483 42 12 483 483 3 484 12 1455 1455 158 42 3 4 159 1 1447 1447 12 475 475 51 51 1456 13 403 133
split_gain=1.49663e-05 4.7118e-05 2.0513e-05 1.54816e-05 0.000107143 7.67188e-05 5.31187e-05 4.87106e-05 3.70207e-05 3.11861e-05 6.51686e-05 2.72935e-05 2.8314e-05 2.45409e-05 5.38157e-05 5.51893e-05 0.000127477 3.98774e-05 3.92203e-05 3.01686e-05 0.000127368 8.45256e-05 3.5592e-05 9.57959e-05 8.93583e-05 5.64331e-05 5.07536e-05 0.000153882 5.91976e-05 0.000101363
threshold=0.056520000000000008 0.63397500000000007 0.11893000000000002 0.098395000000000024 0.096610000000000015 0.23631000000000002 0.096190000000000012 0.095085000000000017 -0.082594999999999988 -0.08040499999999999 0.092465000000000006 -0.14432499999999995 -0.091944999999999985 0.095525000000000013 0.091465000000000005 -0.083924999999999986 -0.081609999999999988 0.10323000000000002 0.085605000000000014 -0.086424999999999988 -0.085754999999999984 0.084290000000000018 -0.086279999999999982 -0.085669999999999982 -0.085734999999999992 -0.094454999999999983 0.091180000000000011 -0.080519999999999994 -0.54856499999999986 0.40431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 6 7 11 -5 -10 -11 -1 -13 19 15 16 -15 -17 -16 21 -21 -14 24 -24 25 -22 28 -28 29 -25
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 10 -12 12 13 14 18 17 -18 -19 -20 20 22 -23 23 26 -26 -27 27 -29 -30 -31
leaf_value=-9.4942931124630077e-05 -8.0368631144823592e-05 0.00015358977136202158 -0.00010134216259757522 6.5235788180218203e-05 0.00017716997378891777 -0.00019658759410958739 0.00016235045406574501 -0.00015292940064292845 5.243776817916937e-05 -1.7812661054622803e-05 -0.00023713127098744734 0.00011662856574427377 0.00023533733495111975 -0.0001488877881517207 -3.586299146869957e-05 -0.00022731366641690127 0.00014027261082270753 -7.0803052452591634e-05 0.00012722496033755557 -0.00024450542876452562 -4.9401951680640486e-05 -1.1012279342308089e-06 0.00022326252103084697 -0.00026014837453460686 -0.00019047338009289835 0.00014165802071643572 0.00029494286262144506 -8.8315821049036468e-05 3.8587082826879358e-06 2.8047118841921195e-05
leaf_weight=30 23 20 20 39 38 20 20 21 21 42 20 21 21 30 30 27 31 41 29 21 52 54 20 23 33 22 22 20 2284 26
leaf_count=30 23 20 20 39 38 20 20 21 21 42 20 21 21 30 30 27 31 41 29 21 52 54 20 23 33 22 22 20 2284 26
internal_value=0 5.96671e-07 -3.97436e-07 2.62765e-07 3.05443e-05 -1.40909e-06 -5.27459e-08 -1.18923e-06 -1.5126e-05 -5.28863e-05 -8.85606e-05 -6.60185e-08 9.47985e-07 7.60207e-08 -3.48135e-05 -7.09967e-05 -1.93742e-06 -0.000132947 4.42989e-05 2.60075e-06 7.42814e-07 6.51016e-05 2.80125e-06 5.32225e-06 -5.36266e-05 7.39966e-06 3.48696e-06 0.000112439 1.52555e-06 -0.000107228
internal_weight=0 3098 3078 3058 160 2898 2878 2858 122 83 62 2837 2807 2786 188 129 61 68 59 2598 2523 75 2502 2395 107 74 2375 42 2333 49
internal_count=3121 3098 3078 3058 160 2898 2878 2858 122 83 62 2837 2807 2786 188 129 61 68 59 2598 2523 75 2502 2395 107 74 2375 42 2333 49
is_linear=0
shrinkage=0.1


Tree=3133
num_leaves=31
num_cat=0
split_feature=40 130 39 132 1185 1203 403 42 403 1209 43 1209 1210 43 1212 42 12 42 42 403 129 402 1212 2 2 3 1212 42 42 42
split_gain=1.52564e-05 4.10543e-05 4.08702e-05 1.76152e-05 9.56529e-05 5.22188e-05 1.64519e-05 7.79778e-05 3.60752e-05 1.61127e-05 8.22248e-05 3.55814e-05 1.7542e-05 0.000115451 0.000185534 0.000127466 6.63438e-05 2.52132e-05 1.65114e-05 1.55198e-05 4.89995e-05 6.02328e-05 7.69407e-05 3.95139e-05 7.03013e-05 6.17995e-05 3.79116e-05 4.16697e-05 0.000111756 7.26202e-05
threshold=-0.24620999999999996 -0.22699999999999995 0.15438500000000002 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.5492149999999999 0.091205000000000008 -0.53762499999999991 -0.087714999999999987 -0.0047449999999999992 -0.074484999999999982 -0.00092999999999999995 0.0034250000000000005 0.086140000000000008 0.085935000000000025 0.086700000000000013 -0.082179999999999989 -0.23802999999999999 0.072365000000000027 -0.077709999999999987 0.10708500000000001 -0.073259999999999978 0.11682500000000001 0.09580000000000001 -0.070099999999999982 0.13592000000000001 0.12074000000000001 0.11747 0.12961500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 -6 -8 10 -10 -11 13 14 15 -13 -16 -18 -14 20 -20 22 -22 24 -21 -26 27 28 -24 -29
right_child=1 2 -4 4 6 -7 8 -9 9 11 -12 12 18 -15 16 -17 17 -19 19 23 21 -23 26 -25 25 -27 -28 29 -30 -31
leaf_value=8.7059335419326097e-05 -0.00013668142554789403 -9.1982469394976306e-06 0.00013944083004302922 0.00021420055418275297 -5.517277494273631e-05 -0.00015538061519951695 -0.00011202061683308847 0.00018850663691409865 -7.8355613818746947e-05 -0.00010405534234120171 0.00020148243222917829 7.2279621235793456e-05 8.9047011988441235e-05 -0.00016333314391279904 -0.00017285658417677042 0.00042930394961331335 0.00010833049319208604 -3.253715246197923e-05 -0.00016064702824223788 7.6959223647054638e-06 -0.00018693228605274194 0.0001693381095537916 -1.5940327853314894e-06 -0.00010374109899756782 0.000272029496339937 2.9425643303208443e-05 -0.00013078401911037002 0.00023042281417950846 -0.00022816262981305874 -6.0935052287651859e-06
leaf_weight=20 22 192 21 21 29 28 29 24 21 33 21 20 20 24 20 20 27 24 20 189 23 20 2088 23 21 21 23 21 22 34
leaf_count=20 22 192 21 21 29 28 29 24 21 33 21 20 20 24 20 20 27 24 20 189 23 20 2088 23 21 21 23 21 22 34
internal_value=0 -5.61486e-07 4.11115e-07 -5.43635e-07 1.56952e-06 -2.78033e-05 -1.55931e-08 5.51726e-05 -1.07383e-06 1.02568e-07 6.15634e-05 -8.55975e-07 4.24318e-07 3.5545e-05 7.85457e-05 0.000250792 -1.84944e-05 4.20398e-05 -1.45342e-06 -2.17598e-06 -4.82002e-06 -3.4231e-06 -4.98584e-06 2.12561e-05 3.37017e-05 0.000150728 -3.07324e-06 -1.7165e-06 -3.95636e-06 8.42127e-05
internal_weight=0 3101 3079 3058 2838 220 2817 53 2764 2735 42 2693 2660 135 111 40 71 51 2525 2505 2251 2231 2211 254 231 42 2188 2165 2110 55
internal_count=3121 3101 3079 3058 2838 220 2817 53 2764 2735 42 2693 2660 135 111 40 71 51 2525 2505 2251 2231 2211 254 231 42 2188 2165 2110 55
is_linear=0
shrinkage=0.1


Tree=3134
num_leaves=31
num_cat=0
split_feature=130 40 4 132 50 1185 1203 133 13 12 16 133 43 52 13 43 16 15 2 1210 14 2 147 147 15 41 33 483 403 2
split_gain=1.65365e-05 1.96578e-05 1.92805e-05 1.4728e-05 0.000448961 0.000209666 9.12056e-05 1.38957e-05 3.50394e-05 2.31524e-05 3.08094e-05 2.90757e-05 2.2225e-05 0.000131312 3.18341e-05 3.09146e-05 0.000135405 9.0393e-05 8.96355e-05 6.48178e-05 2.60674e-05 9.00409e-05 4.1283e-05 4.7193e-05 3.80277e-05 3.17122e-05 4.97509e-05 3.01353e-05 2.86497e-05 0.000140691
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.22627999999999995 -0.011914999999999999 0.096075000000000008 -0.06421499999999998 -0.42671999999999993 0.084740000000000024 0.070205000000000017 -0.087714999999999987 0.055925000000000009 -0.062804999999999986 0.095575000000000007 0.086675000000000016 0.15724500000000002 0.078235000000000013 0.082850000000000021 0.099730000000000027 0.093875000000000014 1.0000000180025095e-35 0.088180000000000008 -1.0000000180025095e-35 -0.47181499999999993 -0.53960999999999981 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 -3 8 9 10 11 -7 15 14 -14 19 17 18 -17 20 22 -22 23 25 -23 26 -9 -28 29 -29
right_child=1 2 -4 5 -6 7 -8 12 -10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 21 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=8.4479578578358768e-05 -9.9447410757420588e-05 1.7865584323907957e-07 8.1167869863967454e-05 -0.00031018174218347253 0.00046369020956695922 1.9595742426310226e-05 -0.00022530856775119905 0.00013074529764708134 -6.6952375553747909e-05 0.00015021101121833041 -7.2971252138813737e-05 0.00016855651658261196 -4.3093391595903086e-05 -0.00025180388850761426 8.8517847239820516e-05 -7.0474482934168055e-05 0.00028664170970841955 -0.00018130879004837924 0.00022533174938871525 -0.00015064187807403305 -0.00022330376585001511 -9.7677225567167626e-05 0.00011266074587624505 -0.00013394871213956951 7.5178015156000455e-05 -0.00010425886830489617 0.00010816696554124623 0.00026412406916041738 -2.0540914621926353e-06 -4.3557492088958886e-05
leaf_weight=23 20 174 29 22 21 38 20 30 28 22 20 20 40 24 34 21 20 21 20 29 23 20 33 26 35 28 26 23 2189 42
leaf_count=23 20 174 29 22 21 38 20 30 28 22 20 20 40 24 34 21 20 21 20 29 23 20 33 26 35 28 26 23 2189 42
internal_value=0 -6.27193e-07 1.49136e-08 -7.56958e-07 2.44763e-05 -2.67127e-06 -2.30674e-05 -2.65425e-07 3.19244e-05 5.96099e-05 3.40557e-05 7.09615e-05 -1.80056e-06 -4.85451e-05 1.73766e-05 -2.91075e-08 6.03905e-05 -1.25938e-05 7.38212e-05 -2.0077e-06 -2.66133e-07 -5.71577e-05 1.58516e-06 3.46099e-08 1.23216e-05 1.52459e-06 2.80681e-06 1.12341e-06 -1.11343e-07 6.53144e-05
internal_weight=0 3098 3078 3049 215 2834 194 2812 128 100 78 58 2684 98 74 2586 82 62 41 2504 2475 78 2397 2364 55 2338 2310 2280 2254 65
internal_count=3121 3098 3078 3049 215 2834 194 2812 128 100 78 58 2684 98 74 2586 82 62 41 2504 2475 78 2397 2364 55 2338 2310 2280 2254 65
is_linear=0
shrinkage=0.1


Tree=3135
num_leaves=31
num_cat=0
split_feature=33 9 16 0 39 39 1 15 3 45 49 160 457 49 3 3 52 40 52 1 151 12 42 150 0 3 3 394 1447 480
split_gain=1.46769e-05 1.70654e-05 0.000267774 8.04848e-05 1.51796e-05 2.32561e-05 3.5401e-05 5.34496e-05 2.35671e-05 2.31696e-05 1.57847e-05 5.16683e-05 4.96054e-05 5.01486e-05 5.01157e-05 9.41717e-05 4.90916e-05 4.89925e-05 4.59432e-05 7.58335e-05 9.18828e-05 4.51593e-05 3.98832e-05 6.34312e-05 3.25185e-05 2.82014e-05 0.000144192 0.000111193 8.03424e-05 0.000102259
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.062294999999999996 -0.083889999999999978 -0.020804999999999994 0.16540500000000002 -0.56020999999999987 0.32202000000000003 0.094030000000000016 -0.010699999999999999 0.11205000000000002 0.31508000000000008 -0.013049999999999997 -0.083924999999999986 -0.080884999999999985 -0.085264999999999994 -0.08440499999999998 0.0031350000000000002 0.094385000000000011 -0.077959999999999988 0.084405000000000022 0.087745000000000004 0.086845000000000019 -0.23811499999999999 -0.083489999999999995 -0.08323499999999999 0.10448000000000002 -0.086424999999999988 0.086995000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 7 -7 9 10 11 12 13 14 21 -16 -17 -18 19 -19 -21 -9 23 -23 -12 27 -27 28 -26 -30
right_child=1 2 -4 -5 5 6 -8 8 -10 -11 24 -13 -14 -15 15 16 17 18 -20 20 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-6.8465122697694645e-05 8.6446017594425949e-05 -0.00023511748953751523 0.00035449603583401771 3.9174019991111456e-05 -7.9754148484081837e-05 -0.00014654266764409842 0.00012360099201981465 1.7101694447774209e-05 8.7027309083139473e-05 -8.6617900665113401e-05 0.00011481787257183057 0.00012053442684331319 -0.00017451926334962039 -0.00016403963276058096 0.00016969870351853648 5.7366066287683614e-05 -0.00016834167652996258 0.00016716914072458167 -0.00013235496861712959 6.9409214572595761e-05 -0.00016057565594564951 -0.00027081904590886552 -1.7045011544334038e-05 -5.3459138658142589e-05 0.0001909979517828712 -0.00026061761916583816 -2.5863286485630057e-06 0.00023785877353723413 1.2547923369124411e-05 -0.00015719189374755621
leaf_weight=31 20 20 20 23 37 25 23 52 31 31 26 26 21 22 35 78 25 25 26 38 32 25 35 29 24 22 1389 22 871 37
leaf_count=31 20 20 20 23 37 25 23 52 31 31 26 26 21 22 35 78 25 25 26 38 32 25 35 29 24 22 1389 22 871 37
internal_value=0 6.86869e-07 5.21996e-05 -8.84034e-05 -3.85249e-07 -9.62777e-07 1.87993e-08 -9.45704e-07 2.99992e-07 -6.29979e-07 3.02058e-07 -1.6472e-05 -2.4513e-05 -1.70482e-05 -8.96371e-06 1.71529e-05 -6.68241e-06 -4.09001e-05 -1.45692e-05 1.76669e-05 -3.57267e-05 -5.69367e-05 -0.000100195 -0.000154089 3.59233e-06 2.36955e-06 -6.6095e-06 1.56499e-05 1.04046e-05 5.63121e-06
internal_weight=0 3090 63 43 3027 3007 2970 2947 2922 2891 2860 469 443 422 400 259 224 146 121 95 70 141 89 54 2391 2365 1411 954 932 908
internal_count=3121 3090 63 43 3027 3007 2970 2947 2922 2891 2860 469 443 422 400 259 224 146 121 95 70 141 89 54 2391 2365 1411 954 932 908
is_linear=0
shrinkage=0.1


Tree=3136
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 1204 403 131 15 42 133 40 130 12 12 46 147 1348 147 147 43 2 2 52 3 124 14 14 3 123 133
split_gain=1.41507e-05 9.81341e-05 3.90503e-05 2.40798e-05 1.49229e-05 1.7062e-05 2.86344e-05 4.02397e-05 1.97845e-05 2.41398e-05 1.32412e-05 3.84254e-05 3.22698e-05 2.56416e-05 3.6218e-05 2.71193e-05 3.66125e-05 2.04571e-05 2.40167e-05 2.32275e-05 1.80839e-05 7.20398e-05 4.32001e-05 4.78803e-05 4.80234e-05 2.81017e-05 3.16013e-05 3.37921e-05 2.79768e-05 3.74169e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.08725999999999999 -0.090774999999999981 -0.076979999999999979 0.084905000000000022 -0.074124999999999983 -0.37971999999999995 -0.24620999999999996 -0.22699999999999995 0.14786000000000002 0.12757000000000002 -0.043074999999999995 0.097985000000000017 0.089175000000000018 0.090335000000000013 0.08845500000000002 -0.052894999999999991 0.12198500000000001 0.11982500000000001 -0.057699999999999994 -0.071329999999999991 -1.0000000180025095e-35 -0.44847999999999993 -0.073114999999999986 0.31534000000000006 0.086445000000000008 0.089755000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7 8 -8 -10 -3 -12 13 14 -13 16 17 18 20 -19 21 28 23 -22 -25 -24 -27 -28 -16 -30
right_child=1 10 -4 -5 5 6 7 -9 9 -11 11 12 -14 -15 15 -17 -18 19 -20 -21 22 -23 25 24 -26 26 27 -29 29 -31
leaf_value=8.4518619514710751e-05 0.00021725139868933533 8.1375705194659529e-05 -0.00015078862244825527 -9.8254350039631542e-05 7.8781852571410135e-05 6.3883129698825218e-05 6.2282722215437991e-05 -0.00016921886223523569 -0.00013446554738038685 1.8948125990710971e-06 -0.00013192541723996824 0.00012023760237934766 0.00010059813721454703 -0.00011321838828735054 9.4601036034936765e-07 -8.942715099050582e-05 0.00013196829989153361 4.6362767170649023e-06 0.00010700197313250709 -0.00014776942989556119 0.00019501117306019837 -0.00018726708048710688 -0.00010913398393974851 0.00014837496950349306 -5.3048604127854633e-05 0.00012526941205751862 2.0971268741395531e-05 -0.0001191626363751394 -9.4998078053159504e-05 4.2652919416598584e-05
leaf_weight=20 21 20 22 27 20 31 24 21 20 37 22 25 32 20 2307 34 21 20 21 20 27 21 22 20 29 21 79 22 67 28
leaf_count=20 21 20 22 27 20 31 24 21 20 37 22 25 32 20 2307 34 21 20 21 20 27 21 22 20 29 21 79 22 67 28
internal_value=0 1.86335e-06 -2.43326e-05 -1.04225e-05 3.28539e-06 -7.33333e-06 -2.0283e-05 -4.58629e-05 -1.38817e-05 -4.59509e-05 2.91716e-07 -2.75702e-07 7.45558e-07 -3.93986e-07 4.16534e-07 -6.69195e-07 4.38244e-07 -5.83254e-07 4.82561e-07 -7.15666e-05 -3.63791e-07 -2.85627e-06 2.70875e-05 8.80841e-05 2.91651e-05 -5.10512e-06 1.36542e-05 -9.55295e-06 -1.24402e-06 -5.44273e-05
internal_weight=0 2899 222 200 173 153 133 102 81 57 2878 2858 2836 2804 2784 2759 2725 2704 2664 40 2643 2423 220 76 49 144 122 101 2402 95
internal_count=3121 2899 222 200 173 153 133 102 81 57 2878 2858 2836 2804 2784 2759 2725 2704 2664 40 2643 2423 220 76 49 144 122 101 2402 95
is_linear=0
shrinkage=0.1


Tree=3137
num_leaves=31
num_cat=0
split_feature=130 1 132 1203 1185 50 0 130 52 142 156 474 1425 474 471 1426 154 16 13 52 133 49 2 159 1 1 12 1 13 47
split_gain=1.66068e-05 2.46207e-05 1.61379e-05 0.000390828 0.000202869 7.6698e-05 2.26233e-05 3.67416e-05 2.29552e-05 1.33746e-05 1.29213e-05 4.45298e-05 1.93525e-05 1.79195e-05 1.95129e-05 1.78249e-05 1.76564e-05 2.56796e-05 6.19971e-05 4.59662e-05 0.00015939 4.71248e-05 0.00012016 5.36618e-05 7.69511e-05 5.96326e-05 0.00010145 8.77193e-05 6.51076e-05 4.38083e-05
threshold=-0.23123999999999997 0.16540500000000002 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.073309999999999986 0.10923000000000001 0.087555000000000008 -1.0000000180025095e-35 0.3248100000000001 0.11381000000000001 0.10129000000000002 0.10970500000000001 0.10277000000000001 1.0000000180025095e-35 0.084190000000000001 0.071345000000000006 -0.28558999999999996 0.091275000000000009 0.017095000000000003 0.10969000000000002 0.10981000000000002 0.10545500000000001 0.08776500000000001 0.099400000000000002 0.079890000000000017 0.103565 0.086705000000000018 0.080455000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 8 -2 -6 11 12 13 14 15 16 17 -11 -19 21 -21 23 -23 25 -25 26 -20 -27 29 -29
right_child=1 -3 4 -5 9 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 18 19 20 -22 22 -24 24 -26 27 -28 28 -30 -31
leaf_value=8.4658821857453378e-05 -1.0852342961698014e-05 -9.5703728719079804e-05 -0.00030428083370101044 0.00041621777971791429 -7.3771395667184464e-05 -0.00020527851014776391 8.0512563096514598e-05 -0.00012006764107784169 0.00010691328556276859 4.2161333046375243e-06 -7.3447806821407187e-05 0.0001229890893349269 -9.7515660090721223e-05 -8.4817543635532883e-05 9.5767862678092745e-05 8.3603816249076487e-05 9.400655930221547e-05 0.00013824283099814278 0.00021305668847162453 -0.00030087646412842639 8.1364040815969937e-05 -0.00022616399052952021 2.6103306317520215e-05 -0.00023159826181970699 2.7079145270956522e-05 -0.00023114548770536205 1.3829602029882224e-05 -0.00014222291813047346 0.00014563433771558188 1.9203174379072152e-05
leaf_weight=23 96 27 22 23 24 20 30 27 20 2184 23 30 20 24 22 26 20 23 32 24 20 35 41 23 23 20 127 29 23 40
leaf_count=23 96 27 22 23 24 20 30 27 20 2184 23 30 20 24 22 26 20 23 32 24 20 35 41 23 23 20 127 29 23 40
internal_value=0 -6.28522e-07 2.07372e-07 2.65622e-05 -1.78655e-06 -1.98735e-05 1.56064e-06 -1.50027e-05 9.45208e-06 5.62509e-07 1.19761e-06 1.81385e-06 4.94821e-07 1.21127e-06 1.97259e-06 1.20549e-06 4.01302e-07 -3.06756e-07 -2.17806e-05 -3.02029e-05 -0.000127131 -1.9351e-05 -9.00724e-05 -2.39566e-06 -0.00010226 1.45554e-05 5.39256e-05 -4.13362e-05 -7.33466e-08 -4.86426e-05
internal_weight=0 3098 3071 216 2855 193 173 143 116 2833 2809 2786 2756 2736 2712 2690 2664 2644 460 437 44 393 76 317 46 271 159 112 92 69
internal_count=3121 3098 3071 216 2855 193 173 143 116 2833 2809 2786 2756 2736 2712 2690 2664 2644 460 437 44 393 76 317 46 271 159 112 92 69
is_linear=0
shrinkage=0.1


Tree=3138
num_leaves=31
num_cat=0
split_feature=132 1203 1185 130 4 34 34 9 0 40 9 9 14 158 14 158 131 132 132 4 12 132 15 15 15 1452 1456 481 2 481
split_gain=1.42146e-05 0.00010227 9.52532e-05 1.33686e-05 2.2423e-05 1.46613e-05 7.36344e-05 6.0599e-05 0.000103243 4.94075e-05 4.83712e-05 2.84066e-05 2.4284e-05 5.81371e-05 4.89549e-05 2.40377e-05 1.94063e-05 1.9401e-05 2.60977e-05 5.81641e-05 4.90757e-05 4.61323e-05 2.38315e-05 9.13554e-05 6.62823e-05 5.26871e-05 5.30791e-05 5.29607e-05 0.000113202 5.05949e-05
threshold=-0.083449999999999983 0.089480000000000018 -0.087384999999999977 -0.23123999999999997 0.62931500000000018 -0.057544999999999992 -0.081829999999999986 0.091905000000000014 1.0000000180025095e-35 -0.07632499999999999 -0.085474999999999982 0.082870000000000013 -0.31455999999999995 -0.47382999999999992 -0.45687499999999998 -0.4686749999999999 0.13602500000000003 0.13958500000000004 0.093160000000000007 -0.08835999999999998 0.086565000000000017 0.090050000000000005 0.087575000000000014 0.087960000000000024 0.086885000000000004 0.083330000000000015 -0.089834999999999984 -0.081614999999999979 0.085105000000000014 -0.064999999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 9 11 -9 10 -5 12 14 -14 -7 -15 17 18 21 -20 -21 22 24 -24 -17 26 -25 28 -28 -29
right_child=2 -3 3 4 -6 7 -8 8 -10 -11 -12 -13 13 15 -16 16 -18 -19 19 20 -22 -23 23 25 -26 -27 27 29 -30 -31
leaf_value=-2.769178234172744e-06 0.0002091299581066282 -0.00024015716931899078 7.6192936546209717e-05 0.00014606437263730052 -7.8775583541654563e-05 5.3674281371058897e-06 0.00020985407465559547 -0.00028356062128295892 3.7753677788714412e-05 -0.00010878448244103969 -5.1283657597630975e-05 0.00011175101769723647 -0.00017126734592238791 9.5554387595397062e-05 0.00019048467569518837 -5.2092443122182184e-06 7.5099328321150764e-05 -0.00010018667555414141 -8.8324622319541294e-05 0.00017938490605047265 3.0226577235251326e-05 -0.00011765466770157218 0.00019136760363055926 -0.0001395000962055257 -0.00014425173468355623 0.0001456448755841568 -4.6134786160629511e-05 -0.0001580511960492004 0.00028629093169001862 4.3214158373333485e-06
leaf_weight=196 22 20 23 27 36 50 20 20 20 29 23 23 20 26 20 1678 33 20 27 32 71 35 28 26 35 26 21 20 20 474
leaf_count=196 22 20 23 27 36 50 20 20 20 29 23 23 20 26 20 1678 33 20 27 32 71 35 28 26 35 26 21 20 20 474
internal_value=0 -2.47495e-05 1.84024e-06 2.58428e-07 -3.52234e-07 6.47497e-07 3.845e-05 -7.25876e-07 -0.000122903 -4.94349e-06 5.52843e-05 1.09427e-06 1.38186e-07 -1.43141e-06 5.82581e-05 -1.10757e-07 -1.0877e-06 -2.08816e-06 -1.30117e-06 4.23203e-05 7.6567e-05 -3.701e-06 -1.98778e-06 1.48982e-05 -8.05016e-06 6.48054e-06 3.08606e-08 6.8118e-06 0.000116024 -2.25237e-06
internal_weight=0 216 2905 2883 2860 2824 99 2725 40 79 50 2685 2662 2592 70 2572 2546 2513 2493 130 103 2363 2328 615 1713 587 561 535 41 494
internal_count=3121 216 2905 2883 2860 2824 99 2725 40 79 50 2685 2662 2592 70 2572 2546 2513 2493 130 103 2363 2328 615 1713 587 561 535 41 494
is_linear=0
shrinkage=0.1


Tree=3139
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 48 131 400 16 403 42 403 403 403 394 391 129 403 15 15 42 0 13 42 481 12 3 401 0 13 160
split_gain=1.36627e-05 0.000414093 0.000195776 8.59697e-05 1.40055e-05 2.59964e-05 2.64361e-05 2.97762e-05 1.34536e-05 5.93459e-05 3.87913e-05 3.07843e-05 3.46561e-05 1.64593e-05 4.88722e-05 1.92304e-05 1.60339e-05 1.47834e-05 7.89798e-05 5.73057e-05 0.000143541 0.000140442 0.000135557 0.000117192 8.93198e-05 6.87452e-05 0.000169246 0.000105578 9.24334e-05 5.1215e-05
threshold=-0.083284999999999984 0.10450500000000001 0.12679500000000002 0.089480000000000018 0.086125000000000021 -0.076979999999999979 0.11517000000000001 -0.090764999999999985 -0.5492149999999999 0.091205000000000008 -0.5425549999999999 -0.5335399999999999 -0.52800499999999995 -0.12099999999999998 -0.085594999999999991 -0.075474999999999987 -0.51931999999999989 0.09116500000000001 0.090455000000000021 0.089810000000000015 -0.082284999999999983 -0.083894999999999983 0.086950000000000013 -0.0050099999999999988 0.09364500000000002 -0.073884999999999992 -0.46360499999999999 -0.069954999999999976 -0.061684999999999997 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 5 -1 7 -7 9 -2 -10 -12 -13 -14 -15 -16 -17 18 -18 22 21 -21 29 -22 -25 26 -26 -27 -29 -19
right_child=2 -3 -4 -5 -6 6 -8 -9 10 -11 11 12 13 14 15 16 17 19 -20 20 23 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=0.0001137338334625714 -4.6000611172499267e-05 0.00045783401733842768 -0.00031360798013338356 -0.00021614145472995005 -7.2261803010901946e-05 0.00010547091421488273 -0.00010378387669334188 -1.3430036085671472e-05 -0.00013936410839960445 0.00016658246531733314 0.00012402167980326342 -0.00012846654606705888 6.9631963560823359e-05 -0.00013682508915035914 9.4046856578312485e-05 8.93744714994682e-05 -1.8806650483386623e-06 -8.7833942443972375e-05 -0.00018815300769030888 -8.7088987735720973e-06 0.00022544820097391497 -0.0003411736736779858 0.00023199625371085454 -0.00014877343228363317 -5.7777192074960726e-05 -0.00018696367036942062 0.00027812588382706356 0.00022094953073064974 -6.5001593723606612e-05 4.7902293267054389e-05
leaf_weight=22 29 20 20 20 22 28 22 85 20 24 20 21 34 26 22 20 2204 36 23 27 25 24 36 35 30 28 30 20 26 122
leaf_count=22 29 20 20 20 22 28 22 85 20 24 20 21 34 26 22 20 2204 36 23 27 25 24 36 35 30 28 30 20 26 122
internal_value=0 2.4085e-05 -1.81758e-06 -1.95078e-05 2.46241e-06 1.29333e-05 -3.49343e-06 1.60321e-05 3.46128e-07 5.02634e-05 -5.89049e-07 3.99025e-07 -4.87476e-07 4.83463e-07 -3.76467e-07 9.33601e-07 1.70946e-07 -4.98248e-07 -3.80445e-06 1.62738e-05 -1.58765e-05 -0.000165163 5.68759e-05 2.33689e-05 -6.52451e-06 3.06301e-05 0.000110174 -3.38653e-05 5.9325e-05 1.6975e-05
internal_weight=0 219 2902 199 179 157 135 113 2882 53 2829 2809 2789 2768 2734 2708 2686 2666 2227 439 245 51 194 194 169 134 60 74 46 158
internal_count=3121 219 2902 199 179 157 135 113 2882 53 2829 2809 2789 2768 2734 2708 2686 2666 2227 439 245 51 194 194 169 134 60 74 46 158
is_linear=0
shrinkage=0.1


Tree=3140
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 1429 156 11 51 155 13 33 9 3 130 4 14 16 158 12 158 44 15 43 158 3 150 13 147 0 52
split_gain=1.39906e-05 0.000101836 3.55385e-05 2.69318e-05 1.25328e-05 4.34523e-05 2.49256e-05 6.69607e-05 5.10526e-05 2.75799e-05 1.3023e-05 2.02565e-05 3.58778e-05 1.39672e-05 2.18487e-05 1.90886e-05 5.92561e-05 4.72989e-05 2.54383e-05 2.14144e-05 1.70406e-05 1.77158e-05 8.98201e-05 1.62253e-05 1.78472e-05 6.62974e-05 6.4181e-05 4.93728e-05 5.18192e-05 4.08706e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.23752499999999996 0.32523500000000005 0.092630000000000018 -1.0000000180025095e-35 0.13949000000000003 0.086705000000000018 -0.009184999999999997 0.088235000000000022 -0.011549999999999998 -0.23123999999999997 0.62931500000000018 -0.31455999999999995 -0.020119999999999996 -0.47382999999999992 -0.069644999999999985 -0.4686749999999999 0.094585000000000016 -0.43375999999999998 -0.074974999999999986 -0.45617999999999997 0.12178000000000001 0.11235000000000002 -0.16152999999999998 0.097985000000000017 -0.23811499999999999 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 8 -8 10 -9 -6 13 -13 -12 15 16 -15 -17 -18 -19 21 22 -21 -23 26 29 -25 28 -28 -26
right_child=1 4 -4 -5 5 -7 7 9 -10 -11 11 12 -14 14 -16 17 18 19 -20 20 -22 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=3.5722823436721902e-06 0.00022126562904477829 -7.8633433297454764e-05 -0.00014483065844449978 -0.00010381260155419888 -6.6493684287957761e-05 0.00014768509892746807 -0.00016431185182833968 9.0275671503220052e-05 0.00015667916997613032 -6.5921511632041077e-05 7.912804566413715e-05 -2.8989873262617037e-05 0.00015414370490875824 0.00017533327257842756 -8.7203084870546678e-05 -0.00015454977394711023 -7.8730867459887166e-05 9.0127545543229934e-05 6.8017588377447942e-05 5.8414896759333918e-05 6.921332528423484e-05 -8.83892934542105e-05 -0.00021733524599334316 -0.00016834660956469041 -2.7202733640154166e-05 0.00020349209226878885 0.00014727285864258495 -0.00014019129684311339 -4.6858742631277774e-07 0.0001232479068162122
leaf_weight=173 21 20 22 27 29 20 33 26 21 20 22 20 23 25 29 20 27 26 21 27 34 21 21 23 84 20 24 25 2194 23
leaf_count=173 21 20 22 27 29 20 33 26 21 20 22 20 23 25 29 20 27 26 21 27 34 21 21 23 84 20 24 25 2194 23
internal_value=0 1.85277e-06 -2.41946e-05 -1.09247e-05 2.51778e-07 8.03809e-07 -2.31296e-07 -5.56146e-05 1.35453e-06 2.23639e-05 1.63212e-07 8.76778e-07 6.89653e-05 -2.21424e-07 -8.81669e-07 7.56236e-08 5.04927e-05 -1.37223e-06 -1.45284e-05 -1.57501e-07 -1.09797e-06 -2.06896e-06 -6.22258e-05 -8.72804e-07 -1.04794e-07 3.63741e-05 -2.14929e-06 -4.4508e-07 1.13006e-06 5.13712e-06
internal_weight=0 2899 222 200 2878 2858 2838 79 2759 46 2738 2709 43 2666 2644 2615 73 2542 48 2522 2496 2462 48 2414 2393 127 2266 2243 2218 107
internal_count=3121 2899 222 200 2878 2858 2838 79 2759 46 2738 2709 43 2666 2644 2615 73 2542 48 2522 2496 2462 48 2414 2393 127 2266 2243 2218 107
is_linear=0
shrinkage=0.1


Tree=3141
num_leaves=31
num_cat=0
split_feature=130 12 132 1203 1185 50 1420 157 1429 1 1 160 481 482 484 2 2 2 2 2 12 2 13 4 52 13 2 402 1210 1213
split_gain=1.4208e-05 4.42158e-05 1.40348e-05 0.000399908 0.000194905 8.74792e-05 1.40115e-05 3.86854e-05 1.84315e-05 1.57159e-05 7.95446e-05 4.17602e-05 8.71875e-05 3.955e-05 6.9337e-05 3.987e-05 4.48148e-05 0.000101042 8.64322e-05 8.77319e-05 6.85852e-05 6.72224e-05 4.59536e-05 0.000109966 6.59965e-05 6.4911e-05 6.52681e-05 5.03457e-05 8.76748e-05 0.000150304
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.089480000000000018 -0.087384999999999977 0.10022000000000002 0.056520000000000008 0.63397500000000007 0.11635000000000001 0.080270000000000022 0.077845000000000011 -0.54913999999999985 -0.090684999999999988 0.11562500000000002 0.17417500000000002 0.081135000000000013 0.083715000000000026 0.083935000000000023 0.084145000000000011 0.084550000000000014 0.084225000000000008 0.084855000000000014 -0.097224999999999992 -0.37944499999999992 0.11434500000000002 -0.092534999999999992 0.084985000000000019 0.23460000000000003 -0.05860499999999999 -0.053734999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 7 8 9 10 13 -11 -13 14 15 -6 20 -18 -19 -20 -17 -21 24 -24 -23 -25 -27 28 29 -28
right_child=1 -3 4 -5 6 -7 -8 -9 -10 11 -12 12 -14 -15 -16 16 17 18 19 21 -22 22 23 25 -26 26 27 -29 -30 -31
leaf_value=-8.4014755657335627e-05 2.2028611567109468e-06 0.00014180577610121956 -0.000313416316639632 0.00043886681295199586 -0.00010385364456658755 -0.00021837396915998396 -7.7879354205873349e-05 0.00013907305998145603 -7.7180807620020329e-05 0.0001289977681484412 0.00016596349439257005 -0.00021711109788157047 -6.6745754104776783e-06 0.00014027173388707784 -0.0001783297031319567 0.00018922260417184589 -0.00018767463374792391 0.00019579058474240206 -0.00014342127527552061 0.00013985976208794837 -4.6839791757520295e-05 2.119096832302603e-05 -0.00018353679283791282 -0.0001273328921039744 0.00021564019055707228 -0.000165167746031546 1.9975637900643052e-05 -0.00014408561124582776 7.5516401573183105e-06 0.00032027993840165437
leaf_weight=20 178 22 20 21 33 20 23 20 31 22 31 20 1264 21 21 32 27 24 39 38 20 64 32 36 24 21 50 20 902 25
leaf_count=20 178 22 20 21 33 20 23 20 31 22 31 20 1264 21 21 32 27 24 39 38 20 64 32 36 24 21 50 20 902 25
internal_value=0 5.41854e-07 -4.67502e-07 2.39307e-05 -2.33576e-06 -2.00776e-05 -1.45051e-07 4.89627e-07 -5.01316e-07 3.58071e-07 7.48723e-06 -7.61174e-06 -9.9524e-06 4.04933e-06 2.0176e-06 4.74817e-06 7.39504e-06 3.75926e-06 7.81315e-06 4.20687e-06 9.84294e-05 8.95728e-06 4.72023e-06 -9.11636e-07 7.42226e-05 4.63296e-06 9.29973e-06 1.29746e-05 1.61897e-05 0.000120077
internal_weight=0 3101 3079 219 2860 198 2840 2817 2797 2766 1460 1306 1284 1429 1408 1387 1354 1302 1275 1251 52 1212 1174 1086 88 1054 1018 997 977 75
internal_count=3121 3101 3079 219 2860 198 2840 2817 2797 2766 1460 1306 1284 1429 1408 1387 1354 1302 1275 1251 52 1212 1174 1086 88 1054 1018 997 977 75
is_linear=0
shrinkage=0.1


Tree=3142
num_leaves=31
num_cat=0
split_feature=132 393 1203 399 4 2 42 12 156 475 1425 52 2 471 1419 1420 12 1429 49 1429 151 15 474 1429 3 483 12 42 4 3
split_gain=1.39723e-05 9.78055e-05 9.77579e-05 1.33592e-05 2.80726e-05 2.13141e-05 5.93468e-05 2.35659e-05 1.30911e-05 3.26776e-05 1.42469e-05 2.55655e-05 4.76027e-05 1.72728e-05 4.25747e-05 3.63797e-05 4.84949e-05 2.0577e-05 0.000180573 0.000135994 5.55434e-05 4.04263e-05 4.75129e-05 5.64286e-05 4.52535e-05 2.0282e-05 7.85462e-05 7.82466e-05 5.18233e-05 5.04116e-05
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 0.11011000000000001 0.11275500000000001 0.089125000000000024 -0.062154999999999995 0.091545000000000015 0.3248100000000001 0.13528000000000004 0.10129000000000002 -0.56368999999999991 0.09580000000000001 0.10338500000000002 0.089680000000000024 -0.079539999999999986 0.086850000000000024 0.083985000000000018 0.08610000000000001 0.083715000000000026 -0.54526999999999981 -0.015744999999999999 0.087035000000000015 0.091545000000000015 -0.086869999999999989 0.098395000000000024 0.23631000000000002 0.096610000000000015 0.63113500000000011 -0.075634999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 7 -7 -1 9 10 11 12 -2 14 15 16 -13 19 21 20 -17 -19 24 -24 -23 26 28 29 -22 -27
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 13 -14 -15 -16 17 -18 18 -20 -21 25 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=9.5967532041341703e-07 -1.8796951007971077e-05 0.00021187302521535791 -0.00023513949461630547 7.2317536510776593e-05 -0.00012055247151736346 0.00017078340233638302 -3.7239936750665949e-05 -0.00011656715320317414 -7.492087037383539e-05 0.00012820151636333324 -8.4173775248927996e-05 1.8936560518341143e-05 0.00019009489187737927 -9.1022171176562207e-05 0.00010805124976387663 0.00016597847791501865 -0.00019621598634826529 -0.00011090896118730598 0.00027062296964383374 -0.00024972216593927113 -3.1937753679995356e-06 -2.8227466973476113e-06 -0.00014865233293272066 5.5795612812895945e-05 0.0001915397895968256 4.8331216428431663e-05 -0.00020079333229659825 0.00017874170700451944 0.00015461213160527959 -0.00010000975788292029
leaf_weight=76 24 22 20 21 21 24 32 22 23 20 20 20 20 21 36 20 22 32 27 22 2304 25 27 27 23 63 20 30 21 36
leaf_count=76 24 22 20 21 21 24 32 22 23 20 20 20 20 21 36 20 22 32 27 22 2304 25 27 27 23 63 20 30 21 36
internal_value=0 1.82449e-06 -2.45377e-05 -3.04771e-06 -1.20915e-05 2.69858e-06 5.19129e-05 -2.54239e-05 2.2162e-07 8.25913e-07 -7.10982e-08 5.25375e-07 7.61539e-05 -6.73348e-07 1.53362e-08 -1.41508e-06 -9.37624e-05 3.37791e-08 3.46922e-05 -2.18403e-06 -4.54776e-10 -1.28461e-05 1.79188e-05 -4.64284e-05 9.03093e-05 -1.34224e-06 -3.46587e-06 3.72618e-05 -1.76843e-06 -5.61096e-06
internal_weight=0 2905 216 196 175 154 56 98 2883 2860 2840 2820 44 2776 2755 2719 42 2677 161 2516 2494 134 102 54 48 2474 2345 129 2325 99
internal_count=3121 2905 216 196 175 154 56 98 2883 2860 2840 2820 44 2776 2755 2719 42 2677 161 2516 2494 134 102 54 48 2474 2345 129 2325 99
is_linear=0
shrinkage=0.1


Tree=3143
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 402 1212 402 1212 1213 401 1212 1212 1210 3 1209 1209 1210 1213 52 1209 403 403 403 403 133 403 12 12 160 156
split_gain=1.33029e-05 0.00039505 0.000176718 8.07887e-05 1.29673e-05 1.56386e-05 1.92092e-05 1.93733e-05 2.71348e-05 3.06027e-05 2.1338e-05 3.2171e-05 7.33145e-05 9.06133e-05 6.40885e-05 3.15582e-05 2.62169e-05 8.41458e-05 2.9447e-05 2.56201e-05 2.51551e-05 3.74999e-05 4.20852e-05 2.3488e-05 2.17095e-05 2.00413e-05 2.04403e-05 0.000141076 6.70001e-05 6.83024e-05
threshold=-0.083284999999999984 0.097510000000000013 0.12679500000000002 0.089480000000000018 0.31278000000000006 0.15049500000000002 0.13597000000000001 0.13183500000000004 0.27327000000000007 0.12053500000000002 -0.121045 -0.08867499999999999 -0.090569999999999998 -0.082974999999999979 -0.087199999999999986 -0.076689999999999994 -0.00092999999999999995 -0.054544999999999989 0.086450000000000013 0.11677000000000001 -0.52445499999999989 -0.44023999999999991 -0.41825499999999993 0.53859500000000016 -0.0042999999999999991 -0.23730999999999999 0.090840000000000018 0.090165000000000009 -0.53379499999999991 -0.087794999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 7 8 9 10 23 -12 13 -13 -14 -16 17 18 24 20 -18 -22 -23 -2 -17 -24 27 -27 -28 -30
right_child=2 -3 -4 -5 -6 -7 -8 -9 -10 -11 11 12 14 -15 15 16 19 -19 -20 -21 21 22 25 -25 -26 26 28 -29 29 -31
leaf_value=4.0913284239115849e-07 -0.00013063976551935553 0.00042567289403285197 -0.00029802024306263775 -0.00021162555160117336 7.8556012816815871e-05 -8.6290913029751253e-05 7.3948808505000285e-05 -9.0055600776395298e-05 8.8964348020347062e-05 -0.0001241697947261855 9.7855955434223536e-05 1.9613175245467575e-05 0.0001803699073207099 -0.00027780211447472018 -0.0001012977305011494 0.00010034338744541554 8.3781679374321058e-05 0.00019534481250267508 -0.00011046109182643704 -0.0001128350004728418 -0.00011153672271272324 0.00013863836065866053 -7.5422779783756213e-05 5.1137747941538694e-06 -3.8881231046703067e-05 -9.0924978494963042e-07 0.00015880104387648434 -0.0002011147883725547 0.00019044634595047686 2.8243767771457968e-06
leaf_weight=177 26 22 20 20 21 21 35 24 34 20 34 20 20 21 30 24 36 29 20 20 30 22 35 25 21 1577 31 36 20 650
leaf_count=177 26 22 20 20 21 21 35 24 34 20 34 20 20 21 30 24 36 29 20 20 30 22 35 25 21 1577 31 36 20 650
internal_value=0 2.37658e-05 -1.79348e-06 -2.11172e-05 2.62219e-07 -3.12465e-07 3.23291e-07 -5.95387e-07 1.76654e-07 -9.22284e-07 -1.83785e-08 1.20279e-06 -4.10413e-08 -0.000132721 2.05042e-06 6.68637e-07 1.86777e-06 5.36969e-05 -9.49979e-06 -1.15112e-07 8.09959e-07 -4.34098e-07 9.71671e-07 -6.40939e-05 3.53719e-05 -3.17672e-07 8.18317e-07 -5.37757e-06 1.5075e-05 8.42503e-06
internal_weight=0 219 2902 197 2882 2861 2840 2805 2781 2747 2727 2676 2642 41 2601 2581 2551 94 65 2457 2437 2401 2371 51 45 2349 2314 1613 701 670
internal_count=3121 219 2902 197 2882 2861 2840 2805 2781 2747 2727 2676 2642 41 2601 2581 2551 94 65 2457 2437 2401 2371 51 45 2349 2314 1613 701 670
is_linear=0
shrinkage=0.1


Tree=3144
num_leaves=31
num_cat=0
split_feature=1212 1212 1212 1 1446 4 402 1 0 12 1212 13 1211 132 50 394 43 403 403 403 1210 1210 1210 1209 401 42 133 402 402 403
split_gain=1.42085e-05 0.000120707 9.57821e-05 5.84461e-05 7.00918e-05 4.82526e-05 7.59956e-05 4.67283e-05 6.17756e-05 4.60939e-05 2.78122e-05 2.01528e-05 1.72169e-05 2.09995e-05 9.6264e-05 6.25475e-05 3.12078e-05 1.81994e-05 3.3213e-05 5.84763e-05 5.85406e-05 3.6892e-05 3.17586e-05 3.7847e-05 2.53909e-05 8.7627e-05 4.47565e-05 7.94301e-05 9.40794e-05 2.65561e-05
threshold=0.087505000000000013 0.086920000000000011 0.08815000000000002 0.091615000000000016 0.08376500000000002 -0.064054999999999987 0.097825000000000009 0.078340000000000007 -0.080604999999999996 0.088795000000000013 0.085235000000000019 -0.013024999999999998 0.11048500000000001 -0.083284999999999984 0.09227500000000001 0.10448000000000002 -0.013024999999999998 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 -0.14310999999999999 -0.081959999999999991 -0.064799999999999983 -0.083969999999999989 -0.06959499999999999 0.10369500000000002 0.51114000000000004 -0.16927999999999996 -0.031734999999999992 -0.14669999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 4 5 6 7 8 9 -4 12 -7 13 14 16 17 -1 -15 -19 -20 -21 -22 -23 -24 25 -25 27 -26 -29 -30
right_child=2 -3 3 -5 -6 11 -8 -9 -10 -11 -12 -13 -14 15 -16 -17 -18 18 19 20 21 22 23 24 26 -27 -28 28 29 -31
leaf_value=-0.00012175304866104854 0.00021707712477781689 -0.00022085584324668163 3.7067110109067449e-05 0.00013234037361408194 -0.00015917149197274081 -0.00016083140275441113 0.00021523126924876125 -9.2932187128878606e-05 -6.1000328585376138e-05 0.00021984999845947392 0.00010085482782516112 -1.8870795902330428e-05 8.5035842620646178e-05 7.7803609697027769e-05 -0.00021280518737442505 0.00016836787564732897 1.1970023481735288e-05 -0.00011655919929035008 0.00016958404543402142 -0.00015751758758900298 0.00010609254841256189 -0.00012442709883630631 0.00012403406899466062 0.00021344927266578784 0.00015976694431932024 -7.213368718068869e-05 -0.00011746451525729808 -0.00019315092034118537 -7.2473874384880983e-05 -1.7440776272725457e-07
leaf_weight=20 23 25 37 31 29 20 20 35 36 22 27 20 23 29 26 22 137 25 20 24 32 21 24 22 30 21 34 26 52 2208
leaf_count=20 23 25 37 31 29 20 20 35 36 22 27 20 23 29 26 22 137 25 20 24 32 21 24 22 30 21 34 26 52 2208
internal_value=0 -2.089e-06 2.1793e-05 3.82682e-06 -1.43646e-05 7.73751e-06 3.37611e-05 5.84265e-06 4.22334e-05 0.000105223 -1.51639e-07 -8.98511e-05 -1.12702e-06 -1.84168e-06 -3.45798e-05 4.71475e-07 -5.06476e-06 -9.6689e-07 -1.86659e-06 -7.26053e-07 -2.09181e-06 -5.81602e-07 -1.98175e-06 -9.17894e-07 -2.17107e-06 7.39785e-05 -3.56444e-06 -1.89234e-06 -4.01385e-06 -1.83794e-06
internal_weight=0 2848 273 250 219 190 150 130 95 59 2823 40 2796 2773 183 2590 157 2568 2539 2514 2494 2470 2438 2417 2393 43 2350 2316 2286 2260
internal_count=3121 2848 273 250 219 190 150 130 95 59 2823 40 2796 2773 183 2590 157 2568 2539 2514 2494 2470 2438 2417 2393 43 2350 2316 2286 2260
is_linear=0
shrinkage=0.1


Tree=3145
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 393 1208 1208 1210 3 1210 2 1209 1209 1210 402 1211 1212 43 1213 1212 403 1185 1185 402 12 401 403 401 16 15
split_gain=1.41195e-05 0.000400179 0.000177639 8.43859e-05 1.44237e-05 1.32607e-05 3.44118e-05 2.46644e-05 0.000147379 2.01564e-05 8.76693e-05 2.58531e-05 3.61098e-05 2.09248e-05 2.08198e-05 1.40424e-05 1.86561e-05 3.8561e-05 4.11542e-05 3.04745e-05 2.46823e-05 2.14969e-05 3.22428e-05 1.68137e-05 5.62058e-05 3.91535e-05 3.06104e-05 4.92876e-05 4.33256e-05 5.93608e-05
threshold=-0.083284999999999984 0.089480000000000018 0.11233000000000001 0.10022000000000002 0.10159000000000001 0.11846000000000001 0.10480500000000002 -0.13847499999999999 -0.082404999999999992 -0.085329999999999975 0.084715000000000013 -0.087714999999999987 -0.074484999999999982 -0.065104999999999982 -0.092019999999999977 0.12711000000000003 0.10167000000000001 0.058875000000000004 0.0036000000000000003 0.094820000000000002 -0.54448499999999989 0.085905000000000009 0.090595000000000009 -0.45015499999999992 0.093765000000000015 -1.0000000180025095e-35 -0.08670499999999999 0.080710000000000018 -0.073404999999999984 0.085035000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 7 8 -2 10 -9 -11 -13 14 -14 16 19 18 -18 20 -15 23 -23 24 -22 -25 27 28 29 -27
right_child=2 -3 -4 -5 -6 -7 -8 9 -10 11 -12 12 13 15 -16 -17 17 -19 -20 -21 21 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=2.344196607818856e-06 0.00022303455700694032 0.00043956094537168699 -0.00028492543530195361 -0.00021429779703396437 6.7077882403054903e-05 7.3583011483909421e-05 -0.0001094355203255465 -0.00021973311668261887 -0.0001185979894058698 0.00011034487147948572 7.635696762008593e-05 -9.6564863725890932e-05 5.9560411652152348e-06 0.00010254127555526794 0.0001441037944459822 -7.5377041299361737e-05 7.5077427269813293e-05 0.00016374041986723788 -9.1935785312671222e-05 -0.00011878555643224072 5.5851523648016154e-05 0.00015680651289737095 -2.0605898025678475e-05 0.00011808592540479299 -0.00017577527429569854 -2.0273934634856116e-06 -4.7424180040909813e-07 -0.00019641974038677292 7.0650565953656047e-05 -0.00021392629136244071
leaf_weight=178 28 21 22 20 32 24 29 20 23 21 20 39 24 23 20 25 36 21 25 22 20 21 20 27 22 39 2227 20 32 20
leaf_count=178 28 21 22 20 32 24 29 20 23 21 20 39 24 23 20 25 36 21 25 22 20 21 20 27 22 39 2227 20 32 20
internal_value=0 2.44844e-05 -1.84772e-06 -1.95388e-05 3.14676e-07 -4.35472e-07 -1.06452e-06 5.98973e-08 6.8965e-05 -1.22077e-06 -7.16881e-05 -1.78357e-07 -1.04343e-06 3.65548e-07 6.87505e-05 -7.91735e-07 -6.7606e-08 4.68651e-05 6.62939e-06 -1.61132e-06 -5.68088e-07 -1.53684e-06 7.02639e-05 -2.75987e-06 -6.54768e-05 -1.64608e-06 -3.02879e-06 -5.42808e-05 -2.30415e-05 -7.38575e-05
internal_weight=0 219 2902 198 2880 2848 2824 2795 51 2744 40 2704 2683 2644 44 2600 2575 82 61 2493 2471 2448 41 2407 42 2365 2338 111 91 59
internal_count=3121 219 2902 198 2880 2848 2824 2795 51 2744 40 2704 2683 2644 44 2600 2575 82 61 2493 2471 2448 41 2407 42 2365 2338 111 91 59
is_linear=0
shrinkage=0.1


Tree=3146
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 4 2 130 33 34 9 1 121 45 142 9 9 50 133 3 157 12 12 0 12 12 12 2 0 12 0
split_gain=1.29471e-05 0.000109414 5.02499e-05 1.31076e-05 2.52704e-05 2.12358e-05 2.68976e-05 1.26091e-05 1.54138e-05 3.37339e-05 3.62565e-05 5.72552e-05 1.63092e-05 1.90398e-05 1.78065e-05 4.9335e-05 1.47668e-05 7.96417e-05 8.1225e-05 4.26491e-05 3.45769e-05 2.43494e-05 9.87394e-05 0.000196025 8.12597e-05 0.000149442 0.000152934 0.000119162 4.08175e-05 8.86366e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.11242999999999999 0.066685000000000008 0.097385000000000013 0.10797500000000002 -0.044254999999999996 -0.097449999999999981 -0.090799999999999978 0.16540500000000002 -0.094339999999999993 0.094030000000000016 -1.0000000180025095e-35 0.092235000000000011 0.085355000000000014 -0.099524999999999988 0.090665000000000009 -0.078084999999999988 0.63604500000000008 0.093535000000000021 0.099815000000000015 0.12445000000000002 0.10193000000000001 0.096525000000000014 0.096990000000000007 0.097605000000000011 -0.072594999999999979 0.095110000000000014 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 -3 -9 -10 11 -11 13 -13 15 16 17 18 -15 21 -20 24 23 -23 28 -26 27 -27 -18 -30
right_child=1 7 -4 4 -6 -7 -8 8 9 10 -12 12 -14 14 -16 -17 19 -19 20 -21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=7.1120106731541462e-05 0.00022921223580418712 7.5539029901185799e-05 -0.00015113240407555606 1.7352073930879038e-06 -0.0001172415043194113 6.9459328615801712e-05 -0.00012286539779216539 7.3372572114749349e-05 -0.00010848818762089398 -0.00016553709875941942 0.00013408183236606418 9.8304772836854692e-05 -6.6657396706028117e-05 -0.00015934871723099304 7.8312027569844416e-05 -0.00014960342387811663 2.4451342777164631e-06 0.00016347430355381223 -2.1951330707755309e-05 -0.00014621112844906748 0.00015375373922801199 -0.00026003088803716107 0.00018744715026514314 -9.3029555668680915e-06 0.00031404180348466111 5.7032898666875553e-05 0.00019974189020682722 -0.00023434781661489979 1.8461243556745245e-05 -0.00018246392434153485
leaf_weight=20 21 22 27 99 21 34 21 28 29 21 20 20 36 27 29 22 2033 34 24 20 21 36 20 233 23 32 33 25 52 38
leaf_count=20 21 22 27 99 21 34 21 28 29 21 20 20 36 27 29 22 2033 34 24 20 21 36 20 233 23 32 33 25 52 38
internal_value=0 1.78234e-06 -2.32748e-05 -5.57149e-06 -1.43362e-05 -3.03706e-07 -2.00699e-05 1.22841e-07 -4.58096e-07 -1.18909e-06 -7.7384e-08 -1.04291e-06 2.09588e-07 1.09394e-06 3.74395e-07 -4.71168e-07 7.66444e-07 3.73369e-05 -2.2228e-05 -7.56725e-07 6.00444e-05 3.95389e-07 -2.69196e-05 -4.28576e-05 3.92581e-06 8.65558e-05 2.84204e-05 -7.07657e-05 -4.72297e-07 -6.63738e-05
internal_weight=0 2899 222 195 175 154 120 2878 2856 2828 2799 2779 2758 2722 2702 2673 2651 106 72 2545 45 2525 289 269 2236 113 90 57 2123 90
internal_count=3121 2899 222 195 175 154 120 2878 2856 2828 2799 2779 2758 2722 2702 2673 2651 106 72 2545 45 2525 289 269 2236 113 90 57 2123 90
is_linear=0
shrinkage=0.1


Tree=3147
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 10 0 9 3 130 4 14 43 160 14 46 15 1456 15 15 2 2 43 9 1 4 15 0 484 2 40
split_gain=1.38774e-05 0.000381566 0.000181637 8.35381e-05 1.26432e-05 9.50599e-05 3.29668e-05 2.50787e-05 1.43071e-05 2.33719e-05 1.74015e-05 5.18778e-05 8.98856e-05 4.54233e-05 2.15872e-05 1.83982e-05 1.87318e-05 2.02753e-05 9.23539e-05 4.42434e-05 4.77395e-05 5.10207e-05 4.14654e-05 0.000124454 3.66283e-05 3.30704e-05 3.30707e-05 2.55952e-05 2.75864e-05 2.44681e-05
threshold=-0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 0.053330000000000009 -0.079829999999999998 0.08925000000000001 -0.023499999999999997 -0.23123999999999997 0.62931500000000018 -0.31455999999999995 -0.05647499999999999 -0.067824999999999983 -0.24175999999999997 0.084955000000000017 -0.43375999999999998 0.12676500000000004 -0.10203999999999998 -0.10653 0.116525 0.092480000000000021 -0.013819999999999997 -1.0000000180025095e-35 0.10871500000000002 0.42051500000000003 -0.098289999999999975 -0.24955499999999997 -0.075319999999999984 0.087470000000000006 0.088160000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 6 -6 8 -7 -4 10 11 -10 -13 -12 15 -15 17 18 19 20 27 -22 23 -19 -21 -24 -27 -17 -29 -28
right_child=2 -3 4 -5 5 7 -8 -9 9 -11 13 12 -14 14 -16 16 -18 22 -20 24 21 -23 25 -25 -26 26 29 28 -30 -31
leaf_value=2.0527544680297038e-06 -0.00028807729276071435 0.0004192624048962237 8.0574780374511408e-05 -0.00021355960969231095 -0.00021424594338399899 -4.1538115835029876e-05 0.00010233513396542549 0.00010056108427913085 -7.1630733378697184e-05 -8.9688856126580001e-05 -0.00015094409864104821 -1.5346991752047526e-05 0.00024627752767022082 -7.2569589704341662e-05 9.2813257739180713e-05 -6.1080478943560069e-05 -8.4022958113704453e-05 -0.00027907695854082702 0.00021034107072046026 0.00015106126296386186 -5.4219185318181516e-07 -0.0001779241239531867 0.0001100369298742239 7.3703110505221058e-05 -3.3880218454994195e-06 0.00011543608367598306 -1.5754014565179028e-06 6.9464579025537074e-06 0.00012452620290024507 -0.00011269321199506521
leaf_weight=177 22 22 22 20 22 23 32 27 25 29 20 29 24 35 25 28 26 20 25 34 34 31 27 20 28 24 2163 56 31 20
leaf_count=177 22 22 22 20 22 23 32 27 25 29 20 29 24 35 25 28 26 20 25 34 34 31 27 20 28 24 2163 56 31 20
internal_value=0 2.42736e-05 -1.83182e-06 -1.98368e-05 3.54775e-07 -4.10228e-05 1.41574e-06 3.51955e-05 2.52402e-07 -3.89244e-07 5.611e-07 4.71132e-05 0.000103124 -8.10665e-07 3.32338e-07 -5.56219e-07 4.25654e-07 1.28975e-06 2.73585e-05 8.45536e-06 -1.6639e-05 -8.51397e-05 -1.7711e-06 -0.000102687 8.131e-05 3.58127e-08 -1.30992e-06 2.20788e-05 4.88427e-05 -2.59343e-06
internal_weight=0 219 2902 197 2880 72 2808 50 2776 2754 2725 78 53 2647 2627 2602 2567 2541 267 242 180 65 2274 40 62 2234 2207 115 87 2183
internal_count=3121 219 2902 197 2880 72 2808 50 2776 2754 2725 78 53 2647 2627 2602 2567 2541 267 242 180 65 2274 40 62 2234 2207 115 87 2183
is_linear=0
shrinkage=0.1


Tree=3148
num_leaves=31
num_cat=0
split_feature=393 123 123 16 3 51 155 1 120 2 376 1 1 1 156 34 4 2 0 1 1 1 1 12 1 1 1 16 13 48
split_gain=1.48688e-05 1.33167e-05 2.11446e-05 1.57443e-05 5.38569e-05 7.77727e-05 5.16465e-05 1.64539e-05 7.50365e-05 5.12418e-05 1.53877e-05 1.90077e-05 0.000102857 9.98332e-05 6.91066e-05 5.3125e-05 8.88126e-05 5.65046e-05 4.6645e-05 8.24822e-05 0.000105952 4.35139e-05 0.000101267 0.000147658 0.000108478 8.80297e-05 8.55501e-05 9.46658e-05 4.32099e-05 4.01739e-05
threshold=0.12679500000000002 0.13162000000000004 0.11410500000000003 0.62682500000000008 -0.094874999999999987 -0.12794499999999998 0.11854500000000001 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 -0.18919999999999998 0.102705 0.10124500000000002 0.10439500000000002 -0.092624999999999985 -0.057544999999999992 0.27287000000000006 -0.0091949999999999983 -0.26343999999999995 0.10684 0.10752500000000002 0.096255000000000021 0.094090000000000021 0.095175000000000023 0.093400000000000025 0.092390000000000014 0.096860000000000016 0.037555000000000005 0.01128 -0.031249999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 7 8 9 10 -1 12 14 -13 -12 -16 17 -17 -15 -20 -21 22 24 -24 25 -19 -23 -28 29 -22
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11 11 13 -14 18 15 16 -18 21 19 20 28 26 23 -25 -26 -27 27 -29 -30 -31
leaf_value=8.395632894895417e-05 7.1270838038642605e-05 -8.2002959243254739e-05 9.7545997877287774e-05 0.00016434416865484475 -0.00014380324013693485 -7.4307803540957858e-05 0.00012881282591185864 8.9449182341923004e-05 -0.00018554681956547113 0.00015187139685043474 -0.00014829849296802423 -0.00015955168666709064 0.00021252594718965199 -0.00013916193111799657 0.00015002012488973078 -0.00015435907043865883 0.00018415379001033639 9.6712369860810847e-07 0.00016155671182787047 -0.0002187776923402334 0.00011581005518174997 0.00025121609724010341 -0.00030891291552017302 3.1461143807973711e-05 0.00022671476659265216 -0.00016372891652529441 -8.8206678196297002e-05 0.00016368952381890268 -7.7579251010320152e-05 3.4296047750072483e-06
leaf_weight=21 29 20 22 22 33 36 31 20 22 22 31 46 23 25 24 24 26 1960 30 23 35 20 26 25 21 33 37 25 60 349
leaf_count=21 29 20 22 22 33 36 31 20 22 22 31 46 23 25 24 24 26 1960 30 23 35 20 26 25 21 33 37 25 60 349
internal_value=0 -6.68438e-07 -1.38916e-07 -8.43529e-07 -4.18134e-05 1.62154e-05 4.16443e-07 -9.42945e-07 -1.56462e-06 -1.62127e-07 -1.32998e-06 -1.95995e-06 2.12568e-06 -1.83241e-05 -2.3164e-08 2.04642e-06 4.29952e-07 -1.77033e-06 -5.87875e-06 8.25641e-07 -9.4997e-06 -6.46371e-08 -2.90154e-06 -0.000142063 6.22402e-07 -1.75991e-06 7.1377e-05 1.33644e-05 1.34128e-06 1.36726e-05
internal_weight=0 3092 3072 3050 91 58 2959 2928 2908 2886 2864 2843 2275 568 2252 2221 2197 2171 522 497 467 2147 2065 51 2014 1993 82 62 444 384
internal_count=3121 3092 3072 3050 91 58 2959 2928 2908 2886 2864 2843 2275 568 2252 2221 2197 2171 522 497 467 2147 2065 51 2014 1993 82 62 444 384
is_linear=0
shrinkage=0.1


Tree=3149
num_leaves=31
num_cat=0
split_feature=132 1185 1203 399 0 0 12 13 1186 130 12 471 471 156 1420 1 1446 1443 1443 159 158 159 483 1453 16 13 1456 13 484 1451
split_gain=1.30508e-05 0.000112095 3.17223e-05 1.34498e-05 2.05848e-05 2.22052e-05 3.93598e-05 3.45964e-05 1.5595e-05 1.24777e-05 4.28981e-05 1.22674e-05 2.38923e-05 2.1204e-05 1.49183e-05 2.81372e-05 1.62547e-05 1.58527e-05 2.8072e-05 2.46473e-05 1.8931e-05 1.87503e-05 3.63349e-05 4.1585e-05 7.69853e-05 4.46737e-05 3.9279e-05 5.0249e-05 5.99152e-05 3.2326e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11011000000000001 -0.098289999999999975 -0.091069999999999984 0.11418000000000002 1.0000000180025095e-35 -0.065584999999999991 -0.23647499999999996 0.23631000000000002 0.10693500000000002 0.094575000000000006 -0.094124999999999986 -0.083279999999999979 0.07863500000000001 0.11787500000000002 0.088675000000000018 1.0000000180025095e-35 0.16394500000000004 0.13634500000000002 0.12895000000000004 -0.096724999999999992 -0.013154999999999998 -0.0060749999999999997 -0.085584999999999981 -0.062944999999999987 -0.076599999999999988 0.062030000000000009 0.080125000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 8 -7 -3 11 12 13 -11 15 -15 17 18 19 20 21 22 29 24 25 -24 27 28 -25 -16
right_child=1 9 -4 -5 5 6 -8 -9 -10 10 -12 -13 -14 14 16 -17 -18 -19 -20 -21 -22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00010210939450189471 0.00023198900695812577 -7.860170509957244e-05 -0.00012286898412899714 6.6566731742395436e-05 8.4041032581202077e-05 5.1733878319196054e-05 -0.00012783157365077016 0.0001258617645362392 -4.9315783650984353e-05 9.5487613433088779e-05 0.00013976133420576597 7.5728457574898914e-05 -0.00010033567396021681 2.231661303085275e-05 0.00017876028054853948 -0.00014542483040713705 8.0226217134622864e-05 -6.4913730947362066e-05 9.3231951223060608e-05 -9.981681479257531e-05 9.2321123396356026e-05 -6.8770063135161765e-05 0.0001206074658728626 0.00010190795228206271 -0.00018357135072749641 -8.1126366694661556e-05 -1.6525674647433377e-06 0.00017141385050005434 -0.00010107097920039311 1.8071007047359262e-05
leaf_weight=25 21 20 28 21 24 21 27 20 56 23 22 21 24 20 21 20 25 38 32 25 22 40 21 33 35 23 2326 30 26 31
leaf_count=25 21 20 28 21 24 21 27 20 56 23 22 21 24 20 21 20 25 38 32 25 22 40 21 33 35 23 2326 30 26 31
internal_value=0 1.78946e-06 -2.33679e-05 -9.0069e-06 -1.81806e-05 -4.00341e-06 -2.10443e-05 8.68003e-06 -2.17568e-05 1.09759e-07 6.60574e-07 -4.18487e-07 -9.86546e-07 -1.32236e-07 -9.26765e-07 -6.15541e-05 -3.78011e-08 -7.80162e-07 1.34313e-07 -9.97143e-07 -4.98685e-08 -8.35701e-07 2.31611e-07 -1.49338e-06 -7.28879e-05 1.51557e-05 8.42095e-07 6.60397e-05 1.24596e-05 8.29648e-05
internal_weight=0 2899 222 194 173 148 124 97 77 2878 2858 2836 2815 2791 2768 40 2728 2703 2665 2633 2608 2586 2546 2494 79 44 2415 89 59 52
internal_count=3121 2899 222 194 173 148 124 97 77 2878 2858 2836 2815 2791 2768 40 2728 2703 2665 2633 2608 2586 2546 2494 79 44 2415 89 59 52
is_linear=0
shrinkage=0.1


Tree=3150
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 130 1 9 10 34 9 15 45 16 51 160 1177 129 49 49 475 2 2 2 4 16 4 1 3 2 49
split_gain=1.36355e-05 0.000402429 0.000176705 9.1529e-05 1.19405e-05 2.27635e-05 1.38608e-05 1.75165e-05 6.61177e-05 2.80148e-05 1.66982e-05 1.75285e-05 1.82267e-05 7.12289e-05 6.04947e-05 4.06143e-05 4.58034e-05 3.734e-05 5.69291e-05 8.1536e-05 0.000120535 5.58891e-05 0.00013593 8.17695e-05 0.00013045 5.37762e-05 0.000160045 6.6854e-05 6.86298e-05 5.51214e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.23123999999999997 0.16540500000000002 -0.092544999999999975 0.053330000000000009 -0.010024999999999997 0.08925000000000001 0.19724500000000003 0.094030000000000016 -0.15241499999999997 0.081440000000000026 0.10493500000000001 -0.079504999999999978 -0.077709999999999987 0.088930000000000009 0.091860000000000011 -0.086279999999999982 0.087625000000000022 0.10912000000000001 0.11474000000000002 -0.016304999999999997 -0.018494999999999998 0.065520000000000009 0.097525000000000014 -0.022174999999999997 0.13404500000000005 0.08610000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 -6 9 -9 10 11 12 13 14 -8 -14 -17 25 -19 -20 -21 23 -23 -22 -25 29 -27 -28 -29 -18
right_child=2 -3 4 -5 5 -7 7 8 -10 -11 -12 -13 15 -15 -16 16 17 18 19 20 21 22 -24 24 -26 26 27 28 -30 -31
leaf_value=2.7046484990510284e-06 -0.00028414782827894668 0.00044030287473495792 7.2104947416253549e-05 -0.00022292026507784611 7.7899080908695319e-05 -9.7216802623734116e-05 2.7814203001415126e-06 -0.00019146301175086675 2.6373890800282666e-05 9.564420202701924e-05 6.9681218476890698e-05 -7.2186670406475007e-05 0.00013285344409913097 -0.00016810603347039432 -0.00017636016244068742 -0.00014492060595546806 1.9441077351237718e-06 -0.00016432316295842092 -0.0002099736375384964 0.00018155365048073692 3.5157891488779569e-05 0.00025867896013421289 -2.8343461240360565e-05 -2.738364534187505e-05 -0.00027348497118509843 0.00033311140308796896 0.00012404460751841887 -0.0001834782109970389 5.8254722595544688e-05 0.00011167704074165507
leaf_weight=178 22 21 23 20 23 24 328 22 38 31 34 34 24 30 20 21 1759 28 20 32 52 21 77 56 35 20 34 23 24 47
leaf_count=178 22 21 23 20 23 24 328 22 38 31 34 34 24 30 20 21 1759 28 20 32 52 21 77 56 35 20 34 23 24 47
internal_value=0 2.40611e-05 -1.81577e-06 -2.00857e-05 3.40935e-07 -2.36794e-07 5.8478e-07 -4.80416e-08 -5.34996e-05 1.11818e-06 4.04602e-08 -8.41397e-07 7.36313e-08 -2.02595e-05 -7.51407e-06 3.45503e-06 2.07416e-06 3.45966e-06 -2.80942e-05 -1.50757e-05 -7.97507e-07 -2.50101e-05 3.31613e-05 -6.48759e-05 -0.000122038 8.77104e-06 7.97808e-05 1.723e-05 -6.00401e-05 4.79984e-06
internal_weight=0 219 2902 198 2880 2857 2833 2810 60 2750 2719 2685 2651 378 348 2273 2249 2228 321 293 273 241 98 143 91 1907 101 81 47 1806
internal_count=3121 219 2902 198 2880 2857 2833 2810 60 2750 2719 2685 2651 378 348 2273 2249 2228 321 293 273 241 98 143 91 1907 101 81 47 1806
is_linear=0
shrinkage=0.1


Tree=3151
num_leaves=31
num_cat=0
split_feature=393 403 1204 400 39 39 1 12 49 475 475 2 2 483 2 130 157 2 12 13 49 16 49 49 49 3 1429 1429 12 1
split_gain=1.37469e-05 0.000143431 1.51819e-05 1.66745e-05 1.43315e-05 2.07098e-05 2.75886e-05 3.12126e-05 1.6247e-05 5.39834e-05 0.000161286 4.60089e-05 8.71336e-05 8.33329e-05 6.80951e-05 0.000121891 8.9739e-05 6.06837e-05 5.85337e-05 9.93428e-05 3.80937e-05 3.44464e-05 3.13415e-05 5.07319e-05 6.51684e-05 4.33585e-05 3.2567e-05 2.7452e-05 2.60125e-05 2.49787e-05
threshold=0.10856500000000001 -0.074254999999999988 0.058775000000000008 0.23559000000000002 -0.083889999999999978 -0.020804999999999994 0.16540500000000002 0.15120000000000003 0.09567500000000001 -0.085774999999999976 -0.079669999999999977 0.10981000000000002 0.11474000000000002 0.055770000000000007 0.10402500000000002 0.093505000000000019 -0.06482499999999998 0.14753000000000002 0.089210000000000025 -0.069964999999999986 0.091325000000000003 -0.095564999999999983 0.088930000000000009 0.08610000000000001 0.084945000000000007 -0.082334999999999978 -0.14818499999999998 -0.080244999999999997 0.081420000000000006 0.14554000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 8 20 -10 -11 14 -13 17 15 16 -12 -14 28 -20 22 -22 23 24 26 -25 -7 -28 -18 -29
right_child=1 -3 -4 -5 5 6 -8 -9 9 10 11 12 13 -15 -16 -17 18 -19 19 -21 21 -23 -24 25 -26 -27 27 29 -30 -31
leaf_value=8.3486012736102571e-05 0.00018002678319162718 -0.00015428477622446651 -8.3653495543826886e-05 9.072545290109702e-05 -7.5798608186478564e-05 -0.00011939305090477733 0.00010408737283432856 -9.9631224429685972e-05 -0.00016473939119047526 0.00025906498728242393 0.00019962891995289412 0.00017402760890295865 5.7123025721804693e-05 -0.00020281750410157699 -0.00020629781418527411 -0.00019999691177093027 -1.350416673337731e-05 -0.00013438929970670003 -0.00025757213974746107 2.0723851741485275e-05 0.00018277365614432546 1.4205083230249499e-05 -8.8087112332383791e-05 -6.0996391403023155e-06 -0.00016060173414007297 0.00016738202646271984 9.4831723026800324e-05 1.8439216911663827e-07 0.00012685589127890443 7.9902914367266928e-05
leaf_weight=20 33 21 22 20 37 22 25 32 24 21 21 28 78 21 27 35 31 21 23 29 22 27 39 25 25 34 32 2263 23 40
leaf_count=20 33 21 22 20 37 22 25 32 24 21 21 28 78 21 27 35 31 21 23 29 22 27 39 25 25 34 32 2263 23 40
internal_value=0 5.00167e-05 -8.8064e-07 -2.8261e-07 -8.84316e-07 -1.44585e-06 -5.18944e-07 -1.40755e-06 -3.27795e-07 -1.95502e-05 -9.81689e-06 -2.65721e-05 1.51826e-05 -2.18812e-05 -5.9269e-05 -3.47642e-05 1.07724e-05 1.64992e-05 -2.66426e-05 -0.000102369 2.57571e-06 8.98889e-05 8.50573e-07 2.27154e-06 2.65353e-09 9.38728e-05 1.70614e-06 2.84711e-06 4.62788e-05 1.569e-06
internal_weight=0 54 3067 3045 3025 3005 2968 2943 2911 382 358 337 148 120 189 162 127 99 106 52 2529 49 2480 2441 2382 59 2357 2335 54 2303
internal_count=3121 54 3067 3045 3025 3005 2968 2943 2911 382 358 337 148 120 189 162 127 99 106 52 2529 49 2480 2441 2382 59 2357 2335 54 2303
is_linear=0
shrinkage=0.1


Tree=3152
num_leaves=31
num_cat=0
split_feature=421 147 147 448 46 46 40 120 1 1 1 1 4 1429 156 34 9 448 11 13 124 475 43 16 4 51 160 1 14 1
split_gain=1.37363e-05 3.40833e-05 3.00758e-05 3.29837e-05 1.49464e-05 1.76114e-05 1.65258e-05 2.56474e-05 1.62905e-05 0.000206149 6.99992e-05 7.54346e-05 6.9593e-05 5.2736e-05 5.24186e-05 4.52817e-05 6.09409e-05 3.47922e-05 3.75041e-05 3.82896e-05 3.20588e-05 3.45863e-05 3.17433e-05 3.13185e-05 6.8338e-05 8.22857e-05 4.95931e-05 3.05507e-05 4.13728e-05 4.26125e-05
threshold=-1.0000000180025095e-35 0.11252000000000001 0.097985000000000017 1.0000000180025095e-35 0.10987500000000001 0.083550000000000013 -0.24290999999999999 1.0000000180025095e-35 0.10557500000000002 0.107145 0.104035 0.10337500000000001 -0.012509999999999999 -0.10379499999999998 -0.094124999999999986 -0.057544999999999992 0.086220000000000005 -0.083689999999999987 0.085875000000000021 -0.17933499999999997 -0.088544999999999985 0.027870000000000002 -0.53814999999999991 -0.072804999999999981 0.08184000000000001 0.095375000000000015 0.10908000000000002 0.111945 -0.46413499999999996 0.11751000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 10 12 11 13 -10 -8 -15 -16 17 -17 19 -19 -11 23 -21 24 25 -22 27 -25 -29 -30
right_child=1 -3 -4 -5 -6 -7 7 -9 9 20 -12 -13 -14 14 15 16 -18 18 -20 22 21 -23 -24 26 -26 -27 -28 28 29 -31
leaf_value=-8.2608204611460688e-05 -9.0818948256128347e-05 0.00013065478813587106 -0.00011681603106707558 0.00011982783425596806 8.3694334032424241e-05 -7.990250035488446e-05 0.00013712441369566008 8.8054280962696259e-05 -0.0001076999159641159 0.00012576838998938912 0.00017291085623583058 -0.00017152039345819505 -0.00036275745427701624 0.00016261533624856384 0.0001220622037362773 -9.6217742385625905e-05 -0.00017539161621243695 -0.00010900757217314095 -0.00010423566334683335 0.00011677852007414914 4.5239964189628762e-08 0.00011913971194933931 3.4299866305522708e-06 -8.7863486987771475e-05 -9.4915767490022634e-06 0.000271097579284937 -0.00017581989614763702 0.00011444557285695166 7.1408043838934712e-05 -6.1509660623327022e-05
leaf_weight=20 20 20 22 23 21 28 29 33 23 20 24 25 20 20 30 37 20 30 33 25 24 22 2108 50 206 21 23 27 34 83
leaf_count=20 20 20 22 23 21 28 29 33 23 20 24 25 20 20 30 37 20 30 33 25 24 22 2108 50 206 21 23 27 34 83
internal_value=0 5.32781e-07 -3.11893e-07 5.25993e-07 -3.77809e-07 -9.63386e-07 -2.23415e-07 3.87273e-07 -5.98757e-07 -1.60603e-05 2.99228e-06 1.26209e-06 -0.000226331 3.11439e-06 1.4269e-06 1.48261e-08 -1.61031e-06 -5.38225e-08 1.56643e-06 3.1806e-06 1.6684e-06 -3.39691e-06 4.7585e-06 -9.15718e-06 1.48959e-05 0.000126536 -3.69789e-05 -2.05184e-05 2.86529e-06 -2.2884e-05
internal_weight=0 3101 3081 3059 3036 3015 2987 2967 2934 553 2381 2357 43 2332 2303 2283 2253 2233 2196 2163 510 490 2133 468 251 45 217 194 144 117
internal_count=3121 3101 3081 3059 3036 3015 2987 2967 2934 553 2381 2357 43 2332 2303 2283 2253 2233 2196 2163 510 490 2133 468 251 45 217 194 144 117
is_linear=0
shrinkage=0.1


Tree=3153
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 11 52 11 471 11 11 156 1446 1443 1446 154 157 1 1453 1 1 16 4 402 0 13 151 1 1 160
split_gain=1.24788e-05 0.000113323 4.39078e-05 1.33114e-05 4.18904e-05 1.95335e-05 5.84109e-05 4.8267e-05 1.77735e-05 1.9274e-05 2.63797e-05 1.70361e-05 1.62308e-05 2.16278e-05 3.24404e-05 2.19387e-05 2.37215e-05 2.01521e-05 6.08054e-05 6.82157e-05 0.000239513 0.000162615 0.000122409 0.000172924 0.000128338 0.000136553 0.000183682 0.000225739 8.80908e-05 7.26946e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23752499999999996 0.32523500000000005 0.092630000000000018 -0.43851499999999993 0.086595000000000019 0.10277000000000001 0.083010000000000014 0.080705000000000013 -0.092624999999999985 0.11787500000000002 0.088675000000000018 0.10324000000000001 1.0000000180025095e-35 0.26262500000000005 0.085110000000000005 -1.0000000180025095e-35 0.09253500000000002 0.091785000000000019 -0.095964999999999981 -0.083644999999999983 0.10708500000000001 -0.080119999999999983 -0.082904999999999993 -0.0096649999999999982 0.08864000000000001 0.093100000000000002 -0.43215499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 7 -7 8 9 10 11 -5 13 14 15 16 17 -13 -19 20 21 -20 -23 24 25 -24 -27 -28 -21 -30
right_child=1 3 -4 4 -6 6 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 18 19 28 -22 22 23 -25 -26 26 27 -29 29 -31
leaf_value=-5.9544872061620085e-06 0.00023320720065385104 -8.1237700374003918e-05 -0.00013991204957294811 -8.0454141492804492e-05 0.00014484709769021719 -0.00019710237684194 6.4900022291605979e-07 0.00011147649453890224 8.6967975530767396e-05 -9.6741655544887878e-05 0.00011385314624931197 6.5919682709874168e-06 8.4919114967554131e-05 -7.7246112188141859e-05 0.00011311461078003049 9.8071596056053598e-05 -9.0615369311611483e-05 0.00012640726623254934 -0.00025710487542320541 0.00019229976200933933 -0.00036757518613265587 -0.00014042599824297584 -9.0492008889885342e-05 0.00031517384479229805 -0.00016552660042569708 -7.7448934462154284e-05 3.9261134065782248e-05 0.00047767305690997648 0.00016476192214819703 -1.2173385373698439e-05
leaf_weight=194 21 20 28 27 20 20 59 39 23 21 20 1430 22 37 25 22 30 31 28 23 23 49 42 20 35 26 24 23 24 715
leaf_count=194 21 20 28 27 20 20 59 39 23 21 20 1430 22 37 25 22 30 31 28 23 23 49 42 20 35 26 24 23 24 715
internal_value=0 1.74982e-06 -2.285e-05 6.0933e-08 6.29853e-07 -3.86477e-07 -4.94146e-05 1.01737e-06 -5.66415e-07 -1.31291e-06 -5.64028e-07 -1.4256e-06 -6.13975e-07 -1.33577e-06 -2.429e-07 -1.35643e-06 -2.22342e-06 -1.15974e-06 -1.15877e-05 -1.57329e-05 -5.89244e-05 -3.01836e-05 -1.17085e-06 3.89674e-05 2.13987e-06 5.31688e-05 0.000135823 0.000253803 -4.28858e-07 -6.42718e-06
internal_weight=0 2899 222 2878 2858 2838 79 2759 2720 2697 2676 2656 2629 2607 2570 2545 2523 2493 1063 1032 270 247 219 170 150 115 73 47 762 739
internal_count=3121 2899 222 2878 2858 2838 79 2759 2720 2697 2676 2656 2629 2607 2570 2545 2523 2493 1063 1032 270 247 219 170 150 115 73 47 762 739
is_linear=0
shrinkage=0.1


Tree=3154
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 156 475 1429 157 156 157 475 1429 1429 1429 51 484 4 51 51 133 42 13 3 50 156 1 16 16 52 43
split_gain=1.42669e-05 0.000376543 0.000173984 7.90311e-05 1.37106e-05 3.04108e-05 1.53058e-05 4.08134e-05 1.8249e-05 1.75546e-05 2.28813e-05 6.34951e-05 3.59557e-05 3.44167e-05 2.7989e-05 0.000165058 0.000211153 6.76132e-05 5.93312e-05 3.14533e-05 4.3044e-05 2.93825e-05 4.77893e-05 3.26375e-05 8.61644e-05 3.75032e-05 2.80947e-05 2.98003e-05 0.000135671 4.22867e-05
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.3248100000000001 0.13528000000000004 0.11023000000000001 -0.06482499999999998 -0.094124999999999986 0.41580000000000006 0.016915000000000003 -0.10379499999999998 -0.081904999999999992 -1.0000000180025095e-35 -0.085604999999999987 0.085790000000000019 -0.012509999999999999 -0.094454999999999983 -0.084389999999999979 0.089405000000000012 -0.21468499999999999 -0.074519999999999989 -0.079594999999999985 -0.23771499999999998 0.085320000000000021 0.087135000000000004 0.38525000000000004 0.15891500000000003 -0.016329999999999997 -0.095049999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 8 -8 -4 10 11 -10 -13 -14 15 17 -17 19 -16 20 -15 22 -22 -23 -25 -26 27 -20 29 -29
right_child=2 -3 4 -5 -6 -7 7 -9 9 -11 -12 12 13 14 18 16 -18 -19 26 -21 21 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=3.0858749809601447e-06 -0.0002820076519790084 0.00042724354213879409 7.2792058713925408e-05 -0.00020656984110246413 -7.6616717168413427e-05 0.00012377961626498291 5.8344002245576117e-05 -0.00012375731423617254 0.00017805925628636035 9.3471796426456428e-05 -7.6605187160356972e-05 -0.0001201485824713018 9.3588288813733914e-05 0.00014153222597087733 0.00014477092773976721 -8.7419090656718871e-06 -0.00044869338227726985 0.00015398965557464041 2.5026508233120954e-06 -8.7184303859486344e-05 -5.2520347526296977e-05 2.5346289823776009e-05 0.00016346919153528732 -0.0002189800527308502 -8.7085986233432781e-05 0.00010657148159225472 0.00010418821576212606 7.87215718611895e-05 -0.00025116592621018822 -4.946200596233182e-05
leaf_weight=178 22 21 35 20 23 20 20 32 20 20 39 25 39 20 29 24 20 26 2127 49 20 45 21 28 20 20 26 44 26 62
leaf_count=178 22 21 35 20 23 20 20 32 20 20 39 25 39 20 29 24 20 26 2127 49 20 45 21 28 20 20 26 44 26 62
internal_value=0 2.46119e-05 -1.85734e-06 -1.80915e-05 2.82698e-07 9.0177e-07 3.55177e-08 -5.37183e-05 1.03918e-06 1.25962e-07 -5.5789e-07 5.44245e-07 -7.84958e-07 3.42816e-07 -1.05211e-06 -3.01708e-05 -0.00020872 1.38009e-06 2.63491e-06 -1.6413e-05 3.51691e-06 -1.44072e-05 5.81084e-05 -4.07181e-05 -8.44372e-05 9.74275e-06 8.30995e-07 -3.58597e-07 -4.64637e-05 3.74627e-06
internal_weight=0 219 2902 198 2880 2857 2837 52 2785 2750 2730 2691 2671 2646 2607 293 44 249 2314 223 174 154 41 113 68 40 2285 2259 132 106
internal_count=3121 219 2902 198 2880 2857 2837 52 2785 2750 2730 2691 2671 2646 2607 293 44 249 2314 223 174 154 41 113 68 40 2285 2259 132 106
is_linear=0
shrinkage=0.1


Tree=3155
num_leaves=31
num_cat=0
split_feature=482 16 1455 43 43 158 13 158 1456 12 43 483 12 12 16 0 0 52 52 2 160 0 42 15 1 1 15 2 4 0
split_gain=1.39814e-05 4.74793e-05 1.52468e-05 6.10274e-05 0.00012551 1.68545e-05 4.92238e-05 7.83572e-05 4.67419e-05 3.87092e-05 3.81851e-05 1.99039e-05 1.95104e-05 4.2393e-05 3.55292e-05 2.14267e-05 9.47187e-05 4.21026e-05 0.000197517 8.34445e-05 7.55458e-05 5.42826e-05 0.000114303 0.000100067 6.14931e-05 0.00042395 0.000154478 0.000257049 0.000101758 0.000127156
threshold=0.11614500000000001 0.062650000000000025 -0.076939999999999995 -0.013024999999999998 -0.081454999999999986 0.10667500000000002 -0.085584999999999981 0.10930500000000001 -0.063824999999999979 0.22926500000000002 -0.073404999999999984 -0.059844999999999995 0.12757000000000002 0.12069000000000002 -0.065999999999999989 -0.09595999999999999 -0.09515499999999999 0.084240000000000023 0.096795000000000006 0.10402500000000002 -0.10466499999999999 -0.10151999999999999 -0.042239999999999993 -0.098289999999999975 0.096325000000000008 0.092695000000000013 -0.093959999999999988 0.088665000000000008 -0.0078799999999999981 -0.13455999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 9 -7 -8 -9 12 -10 -12 13 15 -14 17 -17 21 -19 20 -20 24 -23 -24 25 26 27 -4 -28 -30
right_child=1 -3 5 -5 -6 6 7 8 10 -11 11 -13 14 -15 -16 16 -18 18 19 -21 -22 22 23 -25 -26 -27 28 -29 29 -31
leaf_value=-3.8642211514123687e-05 -0.00013006573243464734 6.4677943287062505e-05 -0.00041212037103832699 -9.1603336983572933e-05 0.00026710831803939073 8.0999430204731961e-05 -0.00024280604950035922 -0.00014993439182707453 -6.4634884695217751e-05 0.00012290471109176556 0.00015004863955255134 8.9675800245458957e-06 -0.00016064351186200623 0.00012853443935315368 1.0149003581569436e-05 0.00020274085842781155 2.9239124824290737e-06 -0.00035534392027329891 -1.3220836001858484e-05 -0.00013099946911097505 0.00021429369204270187 0.00012427270397893155 -0.00031434850076093233 -4.2629768281723513e-05 -2.4167123076749781e-05 0.00044546004573930986 -5.5868789058877158e-06 -4.9623005696153946e-06 0.00037635147441289436 3.6004375895414421e-05
leaf_weight=29 31 21 20 23 25 30 20 23 34 26 20 20 21 26 29 24 2056 20 54 40 20 20 23 33 241 24 55 69 21 23
leaf_count=29 31 21 20 23 25 30 20 23 34 26 20 20 21 26 29 24 2056 20 54 40 20 20 23 33 241 24 55 69 21 23
internal_value=0 -5.14192e-05 8.71227e-07 4.48079e-05 0.000102909 -2.59496e-07 -3.32782e-05 -6.25801e-05 -2.54201e-05 1.44657e-06 1.32802e-05 7.95081e-05 3.26342e-07 1.44426e-06 -6.15839e-05 2.39611e-07 5.22949e-06 -1.54149e-05 -6.54844e-05 -1.46318e-05 4.82696e-05 -2.73191e-06 -8.09387e-05 -0.000154229 1.03889e-05 4.96719e-05 -8.54271e-07 -9.64585e-05 8.5093e-05 0.000198443
internal_weight=0 52 3069 77 54 2992 147 117 97 2845 74 40 2819 2769 50 2743 2080 663 134 114 74 529 76 56 453 212 188 89 99 44
internal_count=3121 52 3069 77 54 2992 147 117 97 2845 74 40 2819 2769 50 2743 2080 663 134 114 74 529 76 56 453 212 188 89 99 44
is_linear=0
shrinkage=0.1


Tree=3156
num_leaves=31
num_cat=0
split_feature=479 479 1373 1 1373 1375 457 1348 13 0 457 1 44 0 0 0 15 1 43 15 4 13 13 3 3 3 0 3 43 12
split_gain=1.33747e-05 2.20369e-05 1.85398e-05 3.60873e-05 3.29843e-05 3.27544e-05 1.97037e-05 4.39359e-05 1.7555e-05 1.63e-05 2.09181e-05 4.4633e-05 1.60616e-05 1.61498e-05 3.42438e-05 2.38134e-05 0.000170012 0.000265448 5.77529e-05 6.87445e-05 1.98156e-05 4.87374e-05 0.000226008 7.82943e-05 0.00029514 0.00019196 0.000131838 0.000122517 0.000114806 0.000107011
threshold=0.10769500000000001 0.098035000000000011 0.08789000000000001 0.09697500000000002 1.0000000180025095e-35 -0.42089999999999994 0.11612500000000002 -0.047944999999999995 -0.077799999999999994 -0.26609999999999995 0.091495000000000007 0.099195000000000019 0.094585000000000016 -0.20211999999999997 -0.15599999999999997 -0.14116499999999996 -0.015039999999999998 0.078340000000000007 -0.081374999999999989 -0.11713499999999999 -0.064054999999999987 -0.066634999999999986 -0.053889999999999993 -0.082334999999999978 -0.082689999999999986 -0.081644999999999981 -0.083804999999999977 -0.078244999999999995 -0.0030899999999999994 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 -7 -2 -9 12 -12 13 -11 -15 16 18 -18 -16 -20 21 23 -23 24 29 -25 28 -28 -27 -17
right_child=8 -3 3 -5 -6 6 -8 9 -10 10 11 -13 -14 14 15 20 17 -19 19 -21 -22 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.00011411198260611856 -0.00012378928096950405 0.00010284451626440778 1.9573938199620763e-05 -0.00014895511497646415 9.2434807167872068e-05 -0.00014776705585973105 7.5419482226217431e-05 8.8742019752750093e-05 7.1191366822902291e-06 -4.5574688812377173e-05 0.00015520701624784406 -3.3905665774606562e-05 7.4541766973977388e-05 6.9807422880116711e-05 -6.0493597009232935e-05 -0.0001512691426323727 5.8830053465152604e-05 -0.00042800362231597928 -8.8210708927363164e-06 0.00022569034199113958 -8.0603740309070537e-06 -0.00024685376203607931 6.9122161649533596e-06 0.00029053506775252415 -0.00036936849133954166 -0.00022573200224239071 0.00022446957077393209 3.358861934102606e-05 2.9155297035982207e-05 7.8939232147864203e-05
leaf_weight=25 20 21 27 24 39 20 35 21 21 81 26 24 28 68 34 25 21 24 25 25 1364 37 682 34 21 30 46 125 43 105
leaf_count=25 20 21 27 24 39 20 35 21 21 81 26 24 28 68 34 25 21 24 25 25 1364 37 682 34 21 30 46 125 43 105
internal_value=0 7.55288e-07 5.44464e-08 -5.97339e-05 1.06814e-06 -1.32024e-07 8.35876e-07 -6.14857e-08 -5.67386e-05 9.61052e-07 3.18304e-07 6.44329e-05 -8.19287e-07 -1.5756e-06 -2.60011e-07 -2.06409e-06 -4.39667e-05 -0.000200815 4.00589e-05 0.000108435 8.77517e-08 9.76897e-06 -6.14667e-06 3.64435e-05 -2.15222e-05 6.79284e-05 3.69094e-05 8.49367e-05 -7.55929e-05 3.46684e-05
internal_weight=0 3080 3059 51 3008 2969 2944 2909 41 2889 2868 50 2818 2790 2709 2641 129 45 84 50 2512 1148 719 429 151 278 244 171 73 130
internal_count=3121 3080 3059 51 3008 2969 2944 2909 41 2889 2868 50 2818 2790 2709 2641 129 45 84 50 2512 1148 719 429 151 278 244 171 73 130
is_linear=0
shrinkage=0.1


Tree=3157
num_leaves=31
num_cat=0
split_feature=33 9 3 34 104 9 45 132 1185 132 50 40 49 120 130 0 51 16 13 3 13 4 49 3 1375 52 159 3 3 4
split_gain=1.30526e-05 1.89433e-05 5.75545e-05 3.32331e-05 2.88729e-05 2.97171e-05 1.40582e-05 1.38677e-05 0.000117426 3.19364e-05 2.35013e-05 1.44947e-05 1.65135e-05 4.39669e-05 8.23549e-05 4.30476e-05 7.16127e-05 9.10339e-05 4.63933e-05 0.000159281 6.27083e-05 4.04478e-05 4.01057e-05 5.01025e-05 4.48488e-05 4.45938e-05 3.44718e-05 3.36025e-05 6.43292e-05 4.73764e-05
threshold=-0.044254999999999996 0.091905000000000014 -0.13309499999999996 -0.097449999999999981 0.086600000000000024 0.082870000000000013 0.094030000000000016 -0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 0.10611000000000002 -0.012034999999999999 1.0000000180025095e-35 -0.16562999999999997 -0.14226499999999997 -0.043349999999999993 -0.0019699999999999995 -0.13710499999999998 -0.073309999999999986 -0.11122999999999998 -0.059649999999999988 -0.0049799999999999992 -0.086424999999999988 0.084665000000000018 -0.016329999999999997 0.086825000000000013 -0.083924999999999986 -0.080884999999999985 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 9 -9 10 -5 12 27 14 -14 16 -16 -18 19 -17 -20 -21 23 -22 25 -25 -23 -10 -29 -30
right_child=1 2 -4 4 -6 -7 -8 8 11 -11 -12 -13 13 -15 15 18 17 -19 20 21 22 26 -24 24 -26 -27 -28 28 29 -31
leaf_value=7.6753947624555704e-05 0.00012896765467303341 6.8821175608761782e-05 -0.00014423447279661162 2.4096006831421298e-06 -0.00011450572320344773 0.00011901466336677828 -6.0796352408942772e-05 0.00023791439542990354 -5.6407178984135127e-05 -0.00014108162085037855 -9.8022594334502692e-05 -6.6372423361826804e-05 0.00020331239595959363 -0.00013584642120721666 -7.1818962673065621e-05 -0.00031908012701023839 4.779062195370209e-05 0.00026337466893575925 0.00017512443342379162 0.00010615006265197736 0.00018920071822018752 -0.00012991888688702603 -2.0549886577778982e-06 -0.00012031454870548959 0.00014261562629888598 6.4895931875351103e-05 4.4707300403388218e-05 0.00012423256676380621 1.2787340501695651e-05 -8.0286642675385061e-05
leaf_weight=22 20 21 32 170 22 21 38 21 142 21 27 32 21 22 39 20 132 23 21 24 24 26 1787 26 22 26 20 38 183 78
leaf_count=22 20 21 32 170 22 21 38 21 142 21 27 32 21 22 39 20 132 23 21 24 24 26 1787 26 22 26 20 38 183 78
internal_value=0 -5.44882e-07 -5.98162e-05 4.86431e-07 -3.62751e-07 4.73183e-07 -3.61337e-07 4.1847e-07 2.35867e-06 -2.38518e-05 -1.13552e-05 5.3063e-07 1.33126e-06 4.82358e-06 6.22328e-06 4.33339e-06 4.93043e-05 7.97805e-05 -3.75354e-08 -7.01972e-05 3.27535e-06 9.12235e-07 1.36086e-06 6.36477e-05 2.29278e-05 -2.77093e-05 -5.39945e-05 -1.63521e-05 2.67078e-06 -1.50279e-05
internal_weight=0 3099 53 3046 3026 3004 2983 2945 2727 218 197 2706 2674 2233 2211 2190 194 155 1996 90 1906 70 1885 98 74 52 46 441 299 261
internal_count=3121 3099 53 3046 3026 3004 2983 2945 2727 218 197 2706 2674 2233 2211 2190 194 155 1996 90 1906 70 1885 98 74 52 46 441 299 261
is_linear=0
shrinkage=0.1


Tree=3158
num_leaves=31
num_cat=0
split_feature=130 10 0 1 132 1203 1204 130 50 1185 0 130 52 105 34 97 10 9 0 10 45 2 1 1208 403 15 159 130 4 1
split_gain=1.65436e-05 4.08134e-05 3.65892e-05 2.8482e-05 1.57608e-05 0.000390684 0.000177581 0.000409972 8.85164e-05 6.56098e-05 1.6318e-05 3.03098e-05 1.93187e-05 1.29271e-05 3.04877e-05 0.00011869 5.43114e-05 5.12497e-05 6.35116e-05 5.67763e-05 1.67022e-05 1.82368e-05 0.000149759 5.91291e-05 0.000127613 5.19553e-05 0.000225533 4.39043e-05 5.89756e-05 7.20371e-05
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 0.16540500000000002 -0.083284999999999984 0.089165000000000008 -0.082199999999999981 0.006490000000000001 0.10022000000000002 -0.083264999999999992 -0.073309999999999986 0.10923000000000001 0.087555000000000008 1.0000000180025095e-35 -0.057544999999999992 -0.079444999999999988 -0.0087699999999999983 0.091905000000000014 -0.0058249999999999994 -0.0093599999999999985 0.094030000000000016 0.079055000000000014 0.085475000000000009 0.10233500000000001 -0.45015499999999992 0.11601500000000002 -0.10296999999999999 -1.0000000180025095e-35 -0.077679999999999985 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 7 -6 10 -8 11 12 -3 14 15 16 -11 19 -19 -16 21 22 -21 24 -24 27 -27 -26 -29 -30
right_child=1 3 -4 -5 6 -7 9 -9 -10 13 -12 -13 -14 -15 17 -17 -18 18 -20 20 -22 -23 23 -25 25 26 -28 28 29 -31
leaf_value=-9.0657669497886677e-05 7.5038397751216373e-06 -7.7710284926979512e-06 0.0001964959428005386 -0.00011411551346430895 5.4381869943296944e-05 0.00041569549088624474 0.00018185193232056918 -0.000538411818597524 -0.00021949291374767201 5.4549377112250243e-05 6.9764378483038562e-05 -0.00010678256173074868 0.00010026456846389919 -7.1507051980006513e-05 0.00016847770690219476 0.00024221594620030376 -0.00015202564929495566 -0.00023350314822025774 1.5493763348786161e-05 -0.00021039078812857436 -6.9271212476970895e-05 4.4983394776967978e-06 -0.00025604224705602977 0.00016255517577866115 0.00013493406326493381 0.00010484640178037808 -0.00033968720549420968 -7.5968638359174496e-05 8.5569364363568905e-05 -1.6631125638577078e-05
leaf_weight=20 21 96 20 22 28 23 20 20 20 35 30 27 20 25 20 25 20 21 20 37 35 2044 20 21 28 25 21 72 117 168
leaf_count=20 21 96 20 22 28 23 20 20 20 35 30 27 20 25 20 25 20 21 20 37 35 2044 20 21 28 25 21 72 117 168
internal_value=0 5.84702e-07 9.96951e-05 -7.43248e-07 7.77497e-08 2.61121e-05 -1.91496e-06 -0.000192616 -2.03149e-05 1.38484e-06 2.71142e-06 -1.13556e-05 1.08558e-05 7.42542e-08 7.30001e-07 6.15514e-05 -2.05688e-05 -1.10681e-06 -0.000112041 6.37174e-07 -6.59894e-07 2.80724e-07 -1.6656e-05 -1.46919e-06 -9.10669e-06 2.35203e-06 -9.80929e-05 1.43532e-05 4.89592e-06 2.53249e-05
internal_weight=0 3101 41 3060 3038 216 2822 48 193 2774 173 143 116 2754 2729 80 55 2649 41 2608 2588 2553 509 472 451 431 46 385 357 285
internal_count=3121 3101 41 3060 3038 216 2822 48 193 2774 173 143 116 2754 2729 80 55 2649 41 2608 2588 2553 509 472 451 431 46 385 357 285
is_linear=0
shrinkage=0.1


Tree=3159
num_leaves=31
num_cat=0
split_feature=1375 1 1375 1375 475 457 151 150 2 147 448 1426 1348 0 2 49 148 15 15 9 15 12 133 133 16 15 0 402 0 129
split_gain=1.3523e-05 4.60235e-05 5.72201e-05 1.95698e-05 6.72917e-05 3.04958e-05 1.87936e-05 4.63438e-05 0.000138339 3.12525e-05 5.79394e-05 2.07426e-05 3.44565e-05 2.00372e-05 0.000119693 6.95781e-05 2.34614e-05 2.11344e-05 0.000335945 0.000118143 0.000117839 4.21185e-05 4.66789e-05 8.99118e-05 5.89424e-05 0.000240208 0.000174194 6.17736e-05 3.40212e-05 6.14344e-05
threshold=0.08517000000000001 0.088875000000000023 0.088145000000000015 0.060690000000000008 -0.084264999999999993 -0.10142499999999997 0.13340000000000005 0.12068000000000002 0.11389000000000002 0.094075000000000006 -0.050549999999999991 -0.094284999999999994 0.086620000000000016 -0.23001499999999997 0.10402500000000002 -1.0000000180025095e-35 -0.084924999999999987 -0.10203999999999998 -0.099734999999999976 0.08925000000000001 -0.10469999999999999 0.11527000000000001 -0.37971999999999995 -0.14717499999999997 -0.056919999999999991 -0.11345499999999999 -0.10151999999999999 0.086855000000000016 -0.10011499999999998 0.083780000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 7 9 -9 11 -11 -7 13 14 15 -13 -15 20 -19 28 21 22 -18 -24 25 27 -26 -25 29 -20
right_child=1 -3 -4 4 -6 6 -8 8 -10 10 -12 12 -14 16 -16 -17 17 18 19 -21 -22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.00010582842773550915 -0.00010604196376417267 -0.00012410501351189091 0.00010093294118258415 -2.7644902076691582e-05 0.00018004641769948649 9.5842225994641452e-05 -8.7192785887661251e-05 0.0002261515075360876 -9.9596938128921809e-05 1.660018796638514e-05 -0.00020979343811632135 2.9219182615634053e-05 -0.00013029941161221359 8.3881760083110728e-05 -0.00010844677324510282 0.00028983668276591094 -0.00012270354902660794 -0.0004130470487143612 -6.123207768005637e-05 0.00023471738036494658 0.00024424666401252833 0.00013331895135343077 0.0001694250812874998 1.5334922741553433e-05 0.00032257326798571743 -0.00034017786094963135 -3.696474648475285e-06 -0.00016462590567590228 5.7685139801233356e-07 9.9972336330985724e-05
leaf_weight=27 22 37 34 39 26 23 24 32 22 26 20 20 20 33 27 21 29 20 190 21 22 25 32 208 20 23 90 21 1940 27
leaf_count=27 22 37 34 39 26 23 24 32 22 26 20 20 20 33 27 21 29 20 190 21 22 25 32 208 20 23 90 21 1940 27
internal_value=0 -3.75601e-05 1.96214e-05 1.15359e-06 5.54316e-05 -3.71194e-08 9.35757e-07 1.66209e-06 9.34392e-05 -7.19755e-08 -8.18318e-05 1.26549e-06 4.85546e-07 1.43018e-06 5.50425e-05 0.000162706 8.04457e-08 -9.56077e-07 -5.07171e-06 -1.32538e-06 1.82911e-05 7.19506e-06 -2.59075e-07 8.75334e-06 -5.44969e-06 -3.21094e-05 5.56253e-05 -1.16804e-06 -3.62344e-06 -4.11744e-05
internal_weight=0 93 56 3028 65 2963 2936 2912 54 2858 46 2812 2789 2769 68 41 2701 2668 2198 2178 470 448 423 394 362 252 110 229 2157 217
internal_count=3121 93 56 3028 65 2963 2936 2912 54 2858 46 2812 2789 2769 68 41 2701 2668 2198 2178 470 448 423 394 362 252 110 229 2157 217
is_linear=0
shrinkage=0.1


Tree=3160
num_leaves=31
num_cat=0
split_feature=130 12 132 50 1185 1203 10 1 0 33 1 15 1375 1 48 48 0 14 2 3 147 128 40 45 1 1 1 12 0 2
split_gain=1.37924e-05 3.45406e-05 1.28176e-05 0.000362183 0.000184727 9.45526e-05 1.39336e-05 8.9367e-05 4.52067e-05 2.74596e-05 2.06412e-05 1.54354e-05 1.51064e-05 9.89503e-05 1.60933e-05 2.27622e-05 2.92957e-05 2.03541e-05 0.00010026 3.92778e-05 3.50604e-05 2.09765e-05 3.36177e-05 2.82758e-05 2.62493e-05 0.000141156 8.08887e-05 0.000143486 6.83306e-05 0.000110765
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.011559999999999999 0.093400000000000025 -0.099059999999999995 -1.0000000180025095e-35 0.13842500000000005 0.23208000000000004 0.093520000000000006 0.089875000000000024 -0.11155999999999998 -0.089814999999999992 -0.26609999999999995 0.078235000000000013 0.082850000000000021 -0.14989499999999997 0.097430000000000003 0.11976500000000002 0.12493000000000001 0.094030000000000016 0.096255000000000021 0.097525000000000014 0.094090000000000021 0.095175000000000023 -0.14116499999999996 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 7 -6 -9 -8 -10 12 14 -14 -11 -16 -17 20 -19 -20 21 22 23 24 26 -26 28 -28 29 -18
right_child=1 -3 4 -5 6 -7 9 8 10 11 -12 -13 13 -15 15 16 17 18 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-8.2776783929148221e-05 4.2406737574300466e-06 0.00012538935205322395 -0.00029079728079853918 0.0004178377847156732 -0.00022028591650139008 -0.00022508060195832515 0.00010000876141670492 0.00013346165340573696 9.3214902465531083e-06 -7.6086897051599983e-05 -0.00010853007134637269 8.5866176162935091e-05 9.6085755358217285e-05 -0.00021847798947419509 0.00010055807038240704 0.00011826757482984769 -0.00020065664416612234 -0.00023664089586375106 9.9413972139731865e-05 -7.777977609128522e-05 0.00010357687196753405 0.00010181050824030537 -0.00012407777248881757 -0.00011275598639754622 0.0002238198558188742 7.7373651812615685e-06 -0.00027210356975653367 4.8857191343533774e-05 3.3022710684543453e-06 3.3668207230986911e-05
leaf_weight=20 178 22 22 21 21 20 28 22 42 27 23 21 20 20 23 21 43 21 29 22 33 20 22 22 32 547 30 26 1685 38
leaf_count=20 178 22 22 21 21 20 28 22 42 27 23 21 20 20 23 21 43 21 29 22 33 20 22 22 32 547 30 26 1685 38
internal_value=0 5.33873e-07 -3.58241e-07 2.29581e-05 -2.14365e-06 -1.89231e-05 9.39727e-08 -3.51346e-05 9.5571e-06 1.48763e-06 -3.23798e-05 4.66686e-07 -2.02239e-07 -6.11961e-05 7.2156e-07 1.51491e-06 6.3572e-07 -3.25474e-07 -5.27446e-05 2.29775e-05 1.1854e-06 -1.85353e-07 -1.01968e-06 9.76497e-08 1.13171e-06 1.96797e-05 -4.76253e-06 -0.000123086 -1.01049e-06 -9.07265e-05
internal_weight=0 3101 3079 219 2860 198 2838 108 87 2730 65 2702 2681 40 2641 2614 2591 2570 72 51 2498 2465 2445 2423 2401 579 1822 56 1766 81
internal_count=3121 3101 3079 219 2860 198 2838 108 87 2730 65 2702 2681 40 2641 2614 2591 2570 72 51 2498 2465 2445 2423 2401 579 1822 56 1766 81
is_linear=0
shrinkage=0.1


Tree=3161
num_leaves=31
num_cat=0
split_feature=482 16 132 1185 1203 483 12 42 2 4 42 483 4 51 12 472 472 1455 1455 1455 51 474 480 15 15 52 0 2 15 4
split_gain=1.36819e-05 3.87545e-05 1.38815e-05 0.000104734 3.43334e-05 1.33625e-05 8.48615e-05 7.60375e-05 4.29428e-05 4.24409e-05 4.24138e-05 2.48826e-05 2.48128e-05 1.93546e-05 6.27301e-05 2.60393e-05 4.35133e-05 3.05385e-05 2.45896e-05 1.92245e-05 1.96932e-05 4.02771e-05 2.11678e-05 2.27239e-05 6.12391e-05 6.35469e-05 4.28824e-05 0.000109936 4.0379e-05 8.56934e-05
threshold=0.11614500000000001 0.062650000000000025 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.098395000000000024 0.23631000000000002 0.096610000000000015 0.083795000000000022 0.63113500000000011 0.086375000000000021 0.095250000000000015 -0.010655 0.15466000000000005 0.095110000000000014 -0.38234499999999999 -0.096814999999999998 -0.14432499999999995 -0.076939999999999995 -0.018454999999999996 -0.44986999999999994 -0.33653499999999997 -0.095389999999999989 0.11171000000000002 0.12044500000000001 0.17829500000000004 -0.080309999999999979 0.11362000000000001 0.10017500000000001 -0.07168999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 6 9 8 -7 11 -10 13 -12 15 -15 -5 -17 -18 -19 -20 -21 -22 -23 28 26 -26 -25 -28 -24 -30
right_child=1 -3 3 5 -6 7 -8 -9 10 -11 12 -13 -14 14 -16 16 17 18 19 20 21 22 23 24 25 -27 27 -29 29 -31
leaf_value=-8.2542678160990597e-06 -0.00012191934308042795 5.4023749804140862e-05 0.00022522903004539247 -0.00011391831096261741 -0.0001267874671611935 0.00011271979044819171 -0.00020560563370963791 0.00018895892480213662 4.5442879444078335e-05 0.00014275194566185488 -0.00018221943087568931 -9.3741153897245312e-05 -3.0251885722723923e-05 0.00013360286561931532 -8.5196076906868259e-05 0.00014755423813767266 -0.0001127947883408827 8.0376664989575833e-05 -8.9745296903250482e-05 -8.1726233073478117e-05 0.00013586209414907818 0.00010238639646559024 -3.2596577136538758e-07 -6.5147237328346813e-06 -4.1852214965888018e-05 0.00013497853952382382 -0.00033372036915092659 -1.0144563393190592e-05 -3.2910981630825868e-05 0.00023207386978395771
leaf_weight=192 31 21 21 20 28 23 20 25 31 21 22 28 21 38 20 20 24 38 24 29 22 20 2173 25 63 30 21 21 26 23
leaf_count=192 31 21 21 20 28 23 20 25 31 21 22 28 21 38 20 20 24 38 24 29 22 20 2173 25 63 30 21 21 26 23
internal_value=0 -5.08654e-05 8.61852e-07 2.73074e-06 -2.33403e-05 1.07853e-06 -3.81027e-07 3.3452e-05 -6.62714e-06 1.14708e-06 -4.37215e-05 3.12431e-08 -0.000108003 1.02693e-06 5.8155e-05 -2.57841e-07 6.30478e-07 -5.26857e-07 5.44487e-07 -6.8023e-07 1.91177e-07 1.17121e-06 -6.2426e-08 -9.22618e-07 -3.7321e-05 1.519e-05 -0.000110209 -0.000171932 1.69833e-06 9.14697e-05
internal_weight=0 52 3069 2849 220 2828 2706 122 97 2686 74 2665 43 2637 58 2579 2559 2539 2515 2477 2453 2424 2402 2382 160 93 67 42 2222 49
internal_count=3121 52 3069 2849 220 2828 2706 122 97 2686 74 2665 43 2637 58 2579 2559 2539 2515 2477 2453 2424 2402 2382 160 93 67 42 2222 49
is_linear=0
shrinkage=0.1


Tree=3162
num_leaves=31
num_cat=0
split_feature=1200 132 394 1203 399 0 12 2 133 1429 156 11 51 52 155 52 475 151 475 16 1429 13 472 156 152 1429 475 0 1429 2
split_gain=1.26569e-05 1.72875e-05 8.85623e-05 5.55686e-05 1.54476e-05 1.36569e-05 1.75249e-05 3.32737e-05 2.83133e-05 1.20153e-05 4.12577e-05 1.51739e-05 5.76757e-05 4.29396e-05 5.75984e-05 2.7818e-05 2.65613e-05 4.94166e-05 4.59557e-05 3.8267e-05 2.16411e-05 2.07613e-05 1.9518e-05 4.04947e-05 3.98335e-05 3.09756e-05 1.84928e-05 2.88852e-05 2.12854e-05 7.38572e-05
threshold=0.091775000000000009 -0.083449999999999983 0.12358500000000001 0.089005000000000015 -0.088409999999999989 -0.11242999999999999 0.11418000000000002 0.097385000000000013 -0.40071499999999999 -0.23752499999999996 0.32523500000000005 0.092630000000000018 -1.0000000180025095e-35 -0.55692499999999978 0.12169000000000001 -0.55061999999999989 -0.086304999999999979 -0.085134999999999975 -0.085444999999999979 0.27252000000000004 0.08401500000000002 0.086705000000000018 -0.078554999999999986 -0.065739999999999979 0.093230000000000021 0.087545000000000012 -0.084144999999999984 -0.084804999999999978 0.057970000000000008 0.08839000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -3 -1 7 8 -7 -6 11 13 -13 14 -11 -15 17 -17 -18 20 -19 -14 25 -24 26 -20 27 -25 -28 -30
right_child=-2 2 -4 -5 9 6 -8 -9 -10 10 -12 12 21 15 -16 16 18 19 22 -21 -22 -23 23 24 -26 -27 28 -29 29 -31
leaf_value=6.7018685244875085e-05 6.8170419695821627e-05 7.9789839295093173e-05 0.00020130797691473909 -0.00018252790905535222 -7.801177538567572e-05 -0.00013645208557136357 -8.2329423275950833e-05 9.3278293635583917e-05 -4.6412491113559644e-06 1.8583431913012125e-05 0.0001428883260814473 -0.0001453345252230065 8.6837703957616424e-05 -0.00011149289682733703 0.00022120182824437507 0.00018967194220749663 -0.00013534957593387494 -8.1284623135588583e-05 -0.00015900100406724961 0.00012512924307805446 3.7123074936720637e-05 -4.8682593478588389e-05 0.00012120979998784337 0.00014410555410325867 -0.00013906446415820115 1.6997964994516224e-05 -2.1431106128221018e-07 -2.1943313622614373e-05 -0.00021334612295807653 8.8551363100682818e-06
leaf_weight=20 27 24 22 21 20 20 36 28 88 47 20 33 26 23 20 20 26 33 20 23 29 20 27 22 21 20 2292 20 21 52
leaf_count=20 27 24 22 21 20 20 36 28 88 47 20 33 26 23 20 20 26 33 20 23 29 20 27 22 21 20 2292 20 21 52
internal_value=0 -5.94885e-07 1.43758e-06 -2.80857e-05 -1.0042e-07 -1.11936e-05 -2.0288e-05 -3.86529e-06 -2.90507e-05 -7.76739e-07 -2.28e-07 -1.25209e-06 -4.44546e-05 4.5375e-09 7.90665e-05 -1.99514e-06 -1.0361e-06 4.82437e-05 -3.08861e-06 1.49665e-05 -2.59004e-05 2.79158e-05 -1.71034e-06 -5.81359e-07 -1.93571e-06 -7.10015e-05 -7.39321e-07 6.50347e-05 -1.9074e-06 -5.50658e-05
internal_weight=0 3094 2881 213 2859 192 172 136 108 2835 2815 2795 79 2716 67 2649 2626 105 2521 85 62 46 2495 2455 2428 40 2407 42 2365 73
internal_count=3121 3094 2881 213 2859 192 172 136 108 2835 2815 2795 79 2716 67 2649 2626 105 2521 85 62 46 2495 2455 2428 40 2407 42 2365 73
is_linear=0
shrinkage=0.1


Tree=3163
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1420 157 1429 13 1429 1429 3 1429 2 1420 1429 12 2 1372 1429 1420 33 39 34 13 9 9 9 150 150 15
split_gain=1.52276e-05 0.000395571 0.000182739 0.000101321 1.50538e-05 4.20475e-05 2.09357e-05 2.18204e-05 1.45121e-05 1.27681e-05 0.000126217 1.71241e-05 2.69696e-05 2.68478e-05 2.15476e-05 0.000190698 0.000129019 8.21725e-05 4.41323e-05 2.01779e-05 1.91013e-05 2.29437e-05 1.90072e-05 0.000109792 4.35893e-05 6.01782e-05 1.91535e-05 1.83553e-05 4.76396e-05 6.10647e-05
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.056520000000000008 0.63397500000000007 0.11023000000000001 -0.052719999999999996 0.092020000000000005 0.087700000000000014 -0.082594999999999988 0.085090000000000013 0.087505000000000013 -0.08341999999999998 0.083725000000000008 0.083875000000000019 0.087625000000000022 -0.087494999999999976 0.052280000000000007 -1.0000000180025095e-35 0.085305000000000006 0.085220000000000004 -0.057544999999999992 -0.0097949999999999982 0.091905000000000014 0.081890000000000004 -0.085474999999999982 0.099590000000000026 0.10635000000000001 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 8 -8 9 11 -11 13 -13 -4 17 -16 -17 -15 19 -19 22 -22 23 26 25 27 -21 -24 -29 -30
right_child=2 -3 4 -5 -6 -7 7 -9 -10 10 -12 12 -14 14 15 16 -18 18 -20 20 21 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=3.6250817268071701e-06 -0.00028903103997105395 0.0004177597018813527 0.00010761968217633219 -0.0002338984058587812 -8.0303971164697862e-05 0.00014541030002874323 -0.00014577006102626912 -1.4489883721001786e-06 7.1329669500018691e-05 0.00011614938213659282 -0.0002225872499614277 0.00014888226738548837 -5.5770610812872366e-06 0.00020255773677490654 -0.00028617247383711707 0.000245764329676084 -7.7413096732925624e-05 -7.8503848726541037e-05 -0.00013055089567877497 2.3878883456789133e-05 -0.00012981460511885719 1.5208455506581231e-05 3.4566880051508353e-06 0.00022103317751316355 -0.0001130261496600173 0.00017543008929351347 -0.00011118208695690903 -0.00017278822209239783 0.00010375460251987748 -5.5084346710558629e-05
leaf_weight=176 22 23 23 20 23 20 20 22 29 22 22 20 26 20 24 21 30 32 26 21 24 20 2197 25 33 20 21 21 34 84
leaf_count=176 22 23 23 20 23 20 20 22 29 22 22 20 26 20 24 21 30 32 26 21 24 20 2197 25 33 20 21 21 34 84
internal_value=0 2.5427e-05 -1.91885e-06 -2.0612e-05 2.74363e-07 9.23051e-07 -9.55405e-08 -7.01733e-05 9.57506e-07 2.19693e-07 -5.32189e-05 1.08351e-06 6.15792e-05 4.35955e-08 -8.89028e-07 -5.37264e-05 5.566e-05 6.48134e-07 -9.30518e-07 4.00497e-07 1.41047e-06 -6.3895e-05 2.58044e-06 5.51114e-05 1.1072e-06 2.70584e-06 -4.36516e-05 1.22704e-06 -3.40143e-05 -9.31719e-06
internal_weight=0 219 2902 196 2880 2857 2837 42 2795 2766 44 2722 46 2676 2653 75 51 2578 2558 2532 2500 44 2456 67 2389 2356 42 2336 139 118
internal_count=3121 219 2902 196 2880 2857 2837 42 2795 2766 44 2722 46 2676 2653 75 51 2578 2558 2532 2500 44 2456 67 2389 2356 42 2336 139 118
is_linear=0
shrinkage=0.1


Tree=3164
num_leaves=31
num_cat=0
split_feature=33 34 9 0 156 1429 481 1447 4 133 1456 1456 403 403 1208 3 403 3 3 1456 3 154 473 4 4 133 4 133 2 2
split_gain=1.37216e-05 1.74453e-05 2.34736e-05 5.08448e-05 1.33543e-05 2.54194e-05 1.32933e-05 0.000132042 0.000106524 7.49381e-05 1.79531e-05 9.69928e-05 7.31222e-05 4.82139e-05 4.41375e-05 0.000162018 5.64129e-05 2.47657e-05 7.0356e-05 3.89935e-05 5.38926e-05 1.94347e-05 4.97623e-05 2.02548e-05 0.000195286 0.000146386 0.000132546 0.000247222 5.82846e-05 9.97877e-05
threshold=-0.012019999999999998 -0.112215 0.089995000000000006 -0.053834999999999994 0.3248100000000001 -0.23166999999999996 -0.086484999999999992 -0.085684999999999997 -0.050494999999999991 0.085195000000000007 0.085790000000000019 0.08814000000000001 -0.55327499999999985 -0.54856499999999986 0.10233500000000001 -0.080289999999999986 -0.53101999999999994 0.084940000000000015 -0.065229999999999996 0.11510000000000002 -0.082234999999999989 0.085530000000000009 -1.0000000180025095e-35 -0.081839999999999982 -0.082349999999999993 -0.016679999999999997 -0.080584999999999976 -0.023589999999999996 0.09678500000000001 0.10188000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 -7 -9 -10 12 -12 -8 -14 16 -16 -15 18 19 20 -13 22 -18 24 28 -26 27 -25 -24 -30
right_child=1 2 3 -5 -6 6 10 8 9 -11 11 17 13 14 15 -17 21 -19 -20 -21 -22 -23 23 26 25 -27 -28 -29 29 -31
leaf_value=-6.968947958999447e-05 -8.8100617590085179e-05 0.00010322598283588985 0.00019272931480372792 -1.3111979509024728e-05 -7.5766107361034863e-05 0.00019474238015910878 0.0001778999713639243 -0.00018673085850120212 -5.4216640812767403e-05 0.00020117306798056236 -0.00022912295475676234 5.9036238604170244e-05 -0.00014859578024532479 -0.00015431588180945255 0.00031304773008741907 -5.6921764816847989e-05 -0.00015818304393178551 0.00010119352715264539 -0.00018788889079587534 0.00013161913900504538 -0.00014844345392443109 9.790057116333628e-05 -1.8058606640668162e-05 1.1230486289486695e-05 0.00039279860629112985 3.198648408380739e-05 3.3796256591236272e-07 -0.00035775609227130191 0.00019631054814011362 8.8300091923227861e-06
leaf_weight=28 22 24 20 30 23 35 23 30 27 20 22 31 22 24 20 29 20 20 20 23 21 20 446 46 23 22 1841 30 37 122
leaf_count=28 22 24 20 30 23 35 23 30 27 20 22 31 22 24 20 29 20 20 20 23 21 20 446 46 23 22 1841 30 37 122
internal_value=0 6.30877e-07 1.26653e-06 6.92245e-05 1.4177e-07 7.24119e-07 -1.03065e-07 3.36935e-05 -3.95106e-05 5.44598e-05 -1.42564e-06 -3.67486e-05 3.5023e-07 -1.16111e-06 4.91735e-08 9.40862e-05 -1.70218e-06 5.34242e-08 -2.12392e-05 2.32007e-05 -2.47536e-05 -2.97222e-07 -1.05639e-06 1.67819e-07 1.54226e-05 0.000216402 -5.00464e-06 -0.000134422 4.7374e-07 5.24576e-05
internal_weight=0 3093 3071 50 3021 2998 2974 112 77 47 2862 137 2725 2702 2680 49 2631 115 95 75 52 2607 2587 2567 650 45 1917 76 605 159
internal_count=3121 3093 3071 50 3021 2998 2974 112 77 47 2862 137 2725 2702 2680 49 2631 115 95 75 52 2607 2587 2567 650 45 1917 76 605 159
is_linear=0
shrinkage=0.1


Tree=3165
num_leaves=31
num_cat=0
split_feature=132 1186 394 52 132 13 2 4 1429 156 1425 403 0 52 13 3 3 3 1375 49 3 402 0 13 0 42 43 52 2 2
split_gain=1.27624e-05 0.000347871 0.000163098 3.80333e-05 2.36978e-05 5.14547e-05 2.88792e-05 3.27651e-05 1.33252e-05 3.85017e-05 1.50432e-05 1.31796e-05 2.2314e-05 1.29826e-05 2.77727e-05 1.46587e-05 0.000312716 0.000234497 0.000170395 7.91346e-05 7.01069e-05 4.94107e-05 4.61371e-05 9.57679e-05 4.60751e-05 4.14879e-05 5.42959e-05 3.47079e-05 5.98133e-05 8.09508e-05
threshold=-0.083284999999999984 0.0044650000000000011 0.11233000000000001 0.10347000000000002 -0.41127499999999995 0.056795000000000005 0.10381000000000001 -0.0094449999999999968 -0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.089609999999999981 -0.082084999999999977 -0.55692499999999978 0.084330000000000016 -0.086049999999999988 -0.086424999999999988 -0.085709999999999995 -0.15308499999999997 0.11042000000000002 -0.085114999999999982 0.10645 0.10455500000000001 -0.029529999999999997 0.047850000000000011 -0.16797499999999996 -0.51144999999999985 0.089575000000000016 0.087995000000000004 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 5 -1 7 11 -2 10 13 -6 -13 14 -10 16 18 -17 -15 21 -19 25 24 -24 -22 -20 -27 -28 29 -29
right_child=2 -3 -4 -5 6 -7 -8 -9 9 -11 -12 12 -14 15 -16 17 -18 20 19 -21 22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=-4.1372557858597827e-05 -8.1025527069868996e-05 0.00040042321991429409 -0.0002730010754682801 -0.00012678740957718611 3.0418204998848245e-05 0.00018024831530055963 -0.00012962502923550173 0.00011058999994669909 9.9454222184319337e-05 0.00013914556882809847 -7.8925107724595975e-05 -0.00010075608763001679 2.768788588236064e-05 -0.00028992941894102843 -2.6244550758747211e-05 -0.00031586489737189067 0.00031716241446702045 0.00017220658457676031 -0.00010310869329259731 0.00014841417754281349 -3.1575450971494647e-06 -0.00011409566976834794 -0.00026063889816300832 2.1861685049121402e-05 0.00010957218805128217 0.00014395015174974607 1.5698751413621478e-05 -9.4851962383775878e-05 -0.00010318210094135819 0.00015755902518490244
leaf_weight=22 20 22 22 28 26 20 21 21 39 20 24 38 21 20 32 24 32 23 34 37 1805 37 21 28 37 29 496 24 71 27
leaf_count=22 20 22 22 28 26 20 21 21 39 20 24 38 21 20 32 24 32 23 34 37 1805 37 21 28 37 29 496 24 71 27
internal_value=0 2.3278e-05 -1.75668e-06 -1.88397e-05 -9.54899e-07 6.41612e-05 -2.24894e-05 -1.26436e-06 3.15328e-07 8.84145e-07 -8.9527e-08 -2.8899e-05 -5.50387e-05 5.82367e-07 4.28013e-05 -5.09633e-07 1.08148e-05 -5.22523e-06 -1.83438e-06 5.79727e-06 -1.33006e-06 -1.55207e-06 -3.44077e-06 -9.921e-05 -8.93158e-07 4.56264e-06 1.02208e-05 3.94547e-06 -4.38384e-05 3.87774e-05
internal_weight=0 219 2902 197 169 42 127 106 2880 2860 2840 85 59 2816 71 2745 807 1938 775 755 1914 718 1891 49 1842 681 647 618 122 51
internal_count=3121 219 2902 197 169 42 127 106 2880 2860 2840 85 59 2816 71 2745 807 1938 775 755 1914 718 1891 49 1842 681 647 618 122 51
is_linear=0
shrinkage=0.1


Tree=3166
num_leaves=31
num_cat=0
split_feature=156 474 471 1427 1419 43 156 475 15 475 1186 1186 2 2 129 394 15 393 393 1213 16 16 13 43 4 0 0 52 1 120
split_gain=1.45527e-05 2.59157e-05 1.72339e-05 2.36649e-05 1.80919e-05 6.38559e-05 2.73636e-05 1.94712e-05 4.58578e-05 1.90596e-05 1.61528e-05 9.55318e-05 8.79391e-05 4.33006e-05 2.75858e-05 2.46228e-05 2.22198e-05 1.86199e-05 1.85945e-05 1.79463e-05 4.96952e-05 0.000156245 0.00012977 7.22571e-05 4.20231e-05 1.90476e-05 3.15329e-05 8.3338e-05 3.45837e-05 5.00454e-05
threshold=0.3248100000000001 0.11986500000000001 0.10338500000000002 0.096390000000000017 0.089680000000000024 -0.064334999999999989 -0.092624999999999985 0.055635000000000011 -0.052074999999999989 0.001835 0.062435000000000011 1.0000000180025095e-35 0.084055000000000005 0.088300000000000003 -0.077709999999999987 -0.091729999999999992 -0.092334999999999987 0.10585500000000002 0.091220000000000009 0.08593000000000002 -0.082779999999999979 -0.079504999999999978 -0.082014999999999991 -0.0064299999999999991 -0.076229999999999978 0.22582000000000002 0.13134000000000004 0.024145000000000003 0.16540500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 9 -9 10 11 14 -12 -14 -8 -16 -15 18 19 25 23 -22 -23 -21 -24 26 28 -28 29 -17
right_child=-2 -3 -4 -5 5 -7 7 8 -10 -11 12 -13 13 16 15 17 -18 -19 -20 20 21 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-9.8118983974667843e-05 -7.9250522970181444e-05 0.00011130046228312754 -8.8357805163303226e-05 -0.00010532213400005102 0.00017923978062437686 -6.5078349834948312e-05 -0.00011083310237154366 -2.760529603983741e-05 0.00017035313004188621 -9.4749502291268159e-05 -0.0002054418284994123 0.00022003998397849501 0.00013241706467604012 -9.8010652125055824e-05 8.4931673908223663e-05 -1.9258913126658779e-06 3.1510033701264403e-05 7.4057050037749036e-05 -9.4142873699422049e-05 -0.00017666492494754495 0.00028622520619067541 -0.00019536273681771256 0.00020453196480957559 6.067944140623099e-05 1.1725607048272371e-05 -9.6497500813018722e-05 -4.8384383906243156e-05 0.00020732690865406765 0.00011696741669690408 -0.00012237679609305427
leaf_weight=28 23 21 22 21 23 20 22 25 22 21 24 20 22 27 35 2386 26 34 21 23 26 23 20 29 26 21 26 25 24 35
leaf_count=28 23 21 22 21 23 20 22 25 22 21 24 20 22 27 35 2386 26 34 21 23 26 23 20 29 26 21 26 25 24 35
internal_value=0 5.88368e-07 -1.67223e-07 4.67864e-07 1.2001e-06 6.56034e-05 2.74203e-07 1.20401e-06 6.50561e-05 1.74841e-07 8.63412e-07 2.26897e-06 -3.88329e-05 1.4482e-05 7.00012e-07 1.59098e-06 -3.44722e-05 5.18188e-07 -4.13031e-07 3.25831e-07 3.42886e-05 7.73054e-05 -1.41794e-06 -4.42998e-05 9.55545e-05 -1.65769e-06 -8.59763e-07 7.69643e-05 -2.48309e-06 -3.66723e-06
internal_weight=0 3098 3077 3055 3034 43 2991 2963 47 2916 2895 2796 99 75 2776 2754 53 2719 2685 2664 147 95 69 52 46 2517 2496 51 2445 2421
internal_count=3121 3098 3077 3055 3034 43 2991 2963 47 2916 2895 2796 99 75 2776 2754 53 2719 2685 2664 147 95 69 52 46 2517 2496 51 2445 2421
is_linear=0
shrinkage=0.1


Tree=3167
num_leaves=31
num_cat=0
split_feature=394 394 391 129 1186 43 393 42 12 3 12 4 13 15 13 2 13 4 401 0 0 151 45 52 4 48 0 1 150 1
split_gain=1.47066e-05 2.37184e-05 3.50871e-05 2.36147e-05 2.22291e-05 0.000173819 7.08544e-05 2.03684e-05 5.86364e-05 0.000131167 0.000101986 8.76528e-05 4.47757e-05 8.57558e-05 0.000104288 5.11139e-05 4.07395e-05 7.01603e-05 2.45665e-05 2.20534e-05 7.68366e-05 8.93319e-05 6.39112e-05 6.68982e-05 0.000120084 8.18118e-05 9.55928e-05 7.41701e-05 7.56379e-05 5.66159e-05
threshold=-0.15150999999999998 -0.11103499999999998 -0.085594999999999991 -0.075474999999999987 0.057025000000000006 -0.014584999999999999 0.11333500000000001 -0.12099999999999998 0.089300000000000004 -0.094874999999999987 0.085250000000000006 0.0037800000000000004 0.24813000000000004 -0.56020999999999987 0.23074000000000003 0.088555000000000009 0.11217000000000001 -0.050494999999999991 0.13729500000000003 -0.14794999999999997 -0.14116499999999996 -1.0000000180025095e-35 0.084355000000000013 -0.080114999999999978 -0.0029599999999999995 -0.072824999999999987 -0.24955499999999997 0.090475000000000014 0.095565000000000011 0.082005000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 8 10 -10 11 -5 13 -9 16 -14 18 -18 19 22 21 -21 23 24 -15 -25 -27 29 -29 -28
right_child=1 2 3 4 5 -7 -8 12 9 -11 -12 -13 15 14 -16 -17 17 -19 -20 20 -22 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=-6.0245638060223435e-05 0.00010932804259937256 -0.00011791096921660938 9.0851004893795182e-05 0.00022934393428758167 8.5357882574044205e-05 -0.00027978223760411229 0.00017246301060822589 0.00017372878896172294 0.00025871965258071822 -5.1424461300484838e-05 -0.00013736443162135978 -3.7389492406094053e-05 7.6311037198386422e-07 3.5919904933810665e-05 -0.00020970878728500489 -0.00022012278272086407 0.00020480899283239316 -1.3411358004839926e-05 0.00010554234261993164 3.000343284782048e-05 -3.5716781389674985e-06 -0.00024670971241513536 0.00019142449538256707 -9.8678671998346257e-05 -0.00027586628211360048 0.00026516576430627277 2.9397550247267648e-05 4.2963655528953915e-05 0.00026395696924217711 -0.00016488041704481779
leaf_weight=40 20 25 29 22 32 22 24 28 30 25 38 28 22 30 24 20 26 34 21 20 2289 28 21 37 21 21 40 59 21 24
leaf_count=40 20 25 29 22 32 22 24 28 30 25 38 28 22 30 24 20 26 34 21 20 2289 28 21 37 21 21 40 59 21 24
internal_value=0 7.82154e-07 7.29352e-08 1.04448e-06 1.78367e-07 -6.34029e-05 1.34105e-06 -6.11149e-08 3.67468e-05 0.000117745 -1.38771e-05 7.99732e-05 -1.95039e-06 -3.81971e-07 -2.17693e-06 -0.000104421 -3.26718e-07 8.11508e-05 -2.18411e-06 -3.05054e-06 -6.19742e-06 -0.000131413 2.37898e-05 9.87549e-06 -9.24626e-05 3.57133e-05 6.58497e-05 3.67828e-05 0.000100974 -4.34567e-05
internal_weight=0 3081 3061 3036 3007 54 2953 2929 143 55 88 50 2786 2744 2716 42 2692 60 2632 2611 2337 48 274 253 51 202 165 144 80 64
internal_count=3121 3081 3061 3036 3007 54 2953 2929 143 55 88 50 2786 2744 2716 42 2692 60 2632 2611 2337 48 274 253 51 202 165 144 80 64
is_linear=0
shrinkage=0.1


Tree=3168
num_leaves=31
num_cat=0
split_feature=130 1 132 1185 1203 1213 48 15 2 16 133 1420 157 1429 13 1427 1429 12 12 3 0 2 42 16 16 15 12 43 13 3
split_gain=1.59319e-05 2.64196e-05 1.39075e-05 9.63472e-05 5.1438e-05 1.34752e-05 1.41211e-05 2.1951e-05 3.11786e-05 2.97634e-05 3.31328e-05 1.22692e-05 3.68316e-05 1.54434e-05 2.01999e-05 1.18321e-05 1.50026e-05 1.40953e-05 1.99435e-05 4.85879e-05 8.52818e-05 7.80139e-05 3.95374e-05 4.23031e-05 5.54006e-05 3.50504e-05 3.48282e-05 0.000142055 0.000248844 8.31754e-05
threshold=-0.23123999999999997 0.16540500000000002 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.085505000000000012 0.086125000000000021 -0.066844999999999988 0.10381000000000001 -0.073404999999999984 -0.023589999999999996 0.056520000000000008 0.63397500000000007 0.11023000000000001 -0.052719999999999996 0.094380000000000006 0.092020000000000005 0.13043000000000002 0.099815000000000015 -0.13309499999999996 -0.047369999999999995 0.11093500000000002 0.11387000000000001 -0.052894999999999991 -0.077074999999999991 0.087485000000000021 0.096525000000000014 0.055925000000000009 -0.069964999999999986 -0.079724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 -2 10 -9 12 13 15 -15 16 17 18 26 21 22 -20 23 24 25 -21 -5 28 -28 -30
right_child=1 -3 3 11 -6 -7 -8 9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=8.2920740944404246e-05 0.00016311393536108716 -9.9103000172396646e-05 0.0002155203534389979 -1.2742639780501101e-06 -0.0001532722205242694 -5.4447861591391056e-05 -6.1627261190248342e-05 0.00013952267177955947 -7.2359454428632967e-06 -8.3492454184863621e-05 -2.7783931025247702e-05 -7.2207980353952106e-05 0.00013634862858452834 -0.00013275737182993907 6.1011814316523011e-06 7.2501788046160393e-05 7.3296556719729532e-05 4.936429459121428e-05 0.00015963946010038677 7.9026818760515518e-06 -0.00020832889457433968 -8.9990810374729341e-05 8.5668201596230832e-05 -0.00010980517809927686 9.3287563042296736e-05 -0.00015242080176540185 -0.00023252168223280025 0.00024681776452905918 1.449201507865736e-05 0.00025192509399494162
leaf_weight=23 22 27 21 2257 27 44 24 20 21 32 29 23 20 20 22 23 28 56 31 30 29 21 28 59 37 25 32 29 36 25
leaf_count=23 22 27 21 2257 27 44 24 20 21 32 29 23 20 20 22 23 28 56 31 30 29 21 28 59 37 25 32 29 36 25
internal_value=0 -6.15626e-07 2.50268e-07 2.11507e-06 -2.40347e-05 -5.86066e-06 8.58418e-06 2.21735e-05 7.99198e-05 -8.48196e-06 4.05045e-05 5.32053e-07 1.12786e-06 1.57839e-07 -6.00219e-05 1.07829e-06 4.75003e-07 -2.81584e-07 -1.33508e-06 -2.76312e-05 -4.92458e-05 5.88272e-05 -2.34726e-05 -4.37106e-05 -1.32391e-06 -6.49716e-05 1.53882e-06 5.35808e-05 -6.67585e-06 0.000111801
internal_weight=0 3098 3071 2852 219 192 148 124 43 81 49 2831 2808 2788 42 2746 2723 2695 2639 260 208 52 179 151 92 55 2379 122 93 61
internal_count=3121 3098 3071 2852 219 192 148 124 43 81 49 2831 2808 2788 42 2746 2723 2695 2639 260 208 52 179 151 92 55 2379 122 93 61
is_linear=0
shrinkage=0.1


Tree=3169
num_leaves=31
num_cat=0
split_feature=130 1 132 15 1185 1186 50 133 2 52 156 474 153 474 156 156 4 51 44 158 42 42 43 42 0 133 13 403 43 43
split_gain=1.29048e-05 2.13999e-05 1.27823e-05 0.000344203 0.000187313 8.60209e-05 1.34426e-05 2.01582e-05 1.4882e-05 2.76173e-05 1.19516e-05 3.1525e-05 1.77012e-05 1.33165e-05 2.66911e-05 2.03272e-05 3.3234e-05 4.85015e-05 1.60166e-05 5.34045e-05 1.47515e-05 7.93968e-05 6.78263e-05 5.5002e-05 4.89981e-05 0.000109936 0.00018009 0.000156946 8.82505e-05 0.000130959
threshold=-0.23123999999999997 0.16540500000000002 -0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.0044650000000000011 0.09227500000000001 -0.45516499999999999 0.089320000000000024 0.08568000000000002 0.3248100000000001 0.11902500000000001 0.086100000000000024 -0.42010499999999995 0.12734000000000004 0.10788500000000002 0.50996500000000011 -0.14097999999999997 0.099360000000000018 -0.47356499999999996 0.096450000000000022 0.094725000000000018 -0.071044999999999983 0.097640000000000018 -0.071719999999999992 0.26753000000000005 -0.066634999999999986 -1.0000000180025095e-35 0.055925000000000009 -0.040344999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 -2 9 -9 11 12 13 -6 15 18 17 -17 19 -15 21 -21 -23 -22 25 27 -27 -25 29 -26
right_child=1 -3 4 -5 10 -7 -8 8 -10 -11 -12 -13 -14 14 -16 16 -18 -19 -20 20 23 22 -24 24 28 26 -28 -29 -30 -31
leaf_value=7.4628667038189675e-05 9.7185387257132285e-05 -8.9192704281568133e-05 -0.00029221423134334726 0.00035766738753106138 8.0377713727232609e-05 -0.00021484843704716434 -6.9468520208223103e-05 1.9355671866623409e-05 5.1155319156618242e-05 -9.5542960584030627e-05 -7.1084516315275567e-05 0.00012053199554264377 -9.1109340844143719e-05 0.00014349410073639146 -8.895029776877808e-05 -1.3785947867290817e-05 -3.3379000420349519e-05 0.00019167516242035804 -7.3836997938181827e-05 -6.9235194883216604e-07 -0.00015100318612831903 3.3346625574134726e-05 0.00024501614687627202 0.00026445977346156724 5.5339558529896432e-05 -5.5937815659490298e-06 -0.00036796870802694083 -4.1422198850901068e-05 0.00017429401268600488 -0.00015597911040503079
leaf_weight=23 23 27 22 27 21 21 24 52 34 35 23 22 21 26 33 20 28 27 29 2131 29 41 24 20 103 32 24 104 34 41
leaf_count=23 23 27 22 27 21 21 24 52 34 35 23 22 21 26 33 20 28 27 29 2131 29 41 24 20 103 32 24 104 34 41
internal_value=0 -5.54049e-07 2.25255e-07 2.36805e-05 -1.54929e-06 -2.40319e-05 -1.79812e-07 1.13683e-05 -4.94403e-06 -2.68679e-05 7.07899e-07 1.29552e-06 3.54633e-07 1.04879e-06 4.42127e-07 1.52947e-06 5.28653e-05 0.000104245 6.99555e-08 8.91459e-07 -5.43953e-07 2.62851e-06 0.000111502 -1.85458e-05 -7.81602e-06 -4.46054e-05 -0.000160897 7.9136e-06 2.93867e-05 -4.82756e-06
internal_weight=0 3098 3071 216 2855 189 168 144 121 87 2833 2810 2788 2767 2746 2713 75 47 2638 2609 2583 2196 65 387 358 180 56 124 178 144
internal_count=3121 3098 3071 216 2855 189 168 144 121 87 2833 2810 2788 2767 2746 2713 75 47 2638 2609 2583 2196 65 387 358 180 56 124 178 144
is_linear=0
shrinkage=0.1


Tree=3170
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 33 34 9 15 41 12 12 42 43 1 15 43 1210 130 12 160 3 133 52 403 2 4 1209 42 1213 16
split_gain=1.46964e-05 0.000103587 5.12525e-05 3.7139e-05 1.17596e-05 1.41994e-05 1.70055e-05 4.90147e-05 1.22604e-05 3.05015e-05 0.000109647 9.05737e-05 1.84427e-05 0.00010731 0.000180535 7.37852e-05 5.4804e-05 2.51402e-05 3.44179e-05 6.50391e-05 3.66219e-05 4.10366e-05 3.57467e-05 2.08355e-05 0.000142206 0.000191316 6.4061e-05 0.000162753 3.07089e-05 8.82778e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.012019999999999998 -0.112215 0.09055500000000001 -0.41942499999999994 0.07677500000000001 0.08486500000000001 0.089300000000000004 0.088915000000000008 0.062770000000000006 0.090275000000000008 0.082685000000000022 0.055925000000000009 0.15724500000000002 0.096970000000000015 0.086915000000000006 -0.077609999999999985 -0.080564999999999984 -0.088234999999999994 0.088785000000000017 -0.53960999999999981 0.083715000000000026 -0.081839999999999982 -0.084519999999999984 0.087505000000000013 0.093235000000000026 -0.08231999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -6 8 -8 12 11 -11 -10 15 17 -15 16 23 18 -14 -20 22 -22 -21 24 -7 -26 27 -25 -28 -30
right_child=1 4 -4 -5 5 6 7 -9 9 10 -12 -13 13 14 -16 -17 -18 -19 19 20 21 -23 -24 26 25 -27 28 -29 29 -31
leaf_value=7.3173102884218439e-06 0.00022318972845650502 -6.4206034741281264e-05 -0.00015967625833582136 -0.00013337892250135717 -7.9109984521478927e-05 0.00025073463087513427 -3.9548501741671276e-05 0.00016923402646088189 0.00021839285115034997 -0.00016852645273535962 0.00010510581446396828 -2.3898598091262911e-05 -5.672485003383612e-05 -4.7302878585704158e-06 -0.0003900933925979189 0.00013992897044150403 -0.00013715246083126565 -7.8008227215572599e-05 -0.00010463181206432637 -7.451365941960831e-05 0.00025464627999878889 6.9721526454356677e-05 0.000114554213869269 5.1526308438042177e-05 -0.00025790116671321978 0.00016943884431384505 -1.6333681647392869e-07 -0.00033119811210781337 -5.1787461879112848e-05 0.00017317850530112943
leaf_weight=176 21 28 25 21 22 24 23 22 27 27 32 36 38 31 20 38 29 28 21 20 21 28 20 25 22 20 2186 20 33 37
leaf_count=176 21 28 25 21 22 24 23 22 27 27 32 36 38 31 20 38 29 28 21 20 21 28 20 25 22 20 2186 20 33 37
internal_value=0 1.89894e-06 -2.47974e-05 -7.68077e-06 2.84236e-07 9.17825e-07 1.54039e-06 6.2523e-05 5.54325e-07 3.15527e-05 -2.01157e-05 7.99406e-05 -8.6687e-07 -2.81276e-05 -0.000155853 1.67552e-06 -5.17145e-07 8.88377e-06 2.53228e-05 5.36665e-05 9.10178e-05 0.000148975 2.00203e-05 1.15688e-06 5.65543e-05 -5.44059e-05 -4.32091e-07 -0.000118573 1.92445e-06 6.71231e-05
internal_weight=0 2899 222 197 2878 2850 2828 45 2783 122 59 63 2661 227 51 2434 2396 176 148 110 89 49 40 2367 66 42 2301 45 2256 70
internal_count=3121 2899 222 197 2878 2850 2828 45 2783 122 59 63 2661 227 51 2434 2396 176 148 110 89 49 40 2367 66 42 2301 45 2256 70
is_linear=0
shrinkage=0.1


Tree=3171
num_leaves=31
num_cat=0
split_feature=132 394 15 1186 129 130 121 46 46 33 3 47 48 2 3 49 2 151 1 4 2 2 2 1 4 49 4 1 1 3
split_gain=1.19041e-05 8.7813e-05 4.15145e-05 3.00826e-05 1.42252e-05 1.18229e-05 3.23021e-05 1.34879e-05 1.93239e-05 1.24817e-05 1.39462e-05 7.70486e-05 0.000296968 0.000116591 6.93457e-05 5.40847e-05 4.95556e-05 8.00203e-05 0.000151237 0.000390863 7.38355e-05 0.0001179 8.81441e-05 8.03718e-05 7.917e-05 4.59707e-05 4.49739e-05 7.2589e-05 5.05078e-05 2.44947e-05
threshold=-0.083174999999999985 0.11233000000000001 0.092400000000000024 0.049580000000000006 -0.082304999999999975 -0.22699999999999995 -0.088279999999999983 0.10987500000000001 0.083550000000000013 -0.012019999999999998 -0.0049599999999999991 0.094160000000000008 0.086665000000000006 -0.055814999999999997 -0.0080949999999999998 1.0000000180025095e-35 0.092480000000000021 -0.0096649999999999982 0.094220000000000012 -0.016959999999999999 0.10644500000000001 0.11215000000000001 0.11474000000000002 0.099195000000000019 -0.059649999999999988 0.10440000000000001 0.41379000000000005 0.11690500000000002 0.13842500000000005 -0.017889999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -6 -7 8 9 -8 14 13 -13 -12 29 16 17 -15 19 -19 23 -22 -23 24 -18 -17 27 -24 -28 -11
right_child=1 -3 -4 -5 5 6 7 -9 -10 10 11 12 -14 15 -16 25 20 18 -20 -21 21 22 26 -25 -26 -27 28 -29 -30 -31
leaf_value=6.5855773543303673e-06 6.9942211647967587e-05 0.00021052381747722394 -0.0001437086356454529 -0.00012004102117359815 -7.1857153109348198e-05 0.00011815637035001799 -6.8273222967508011e-05 7.9004053675037415e-05 -8.5627966244053964e-05 -3.5765616552211719e-06 -0.00023536609249276809 0.00043637664970447076 -3.3639600286089886e-05 -7.4627176371378537e-05 -0.00015695133062826214 0.00020509973881598857 7.3465742305136076e-05 -2.0293032512678401e-06 -7.4351480896328936e-05 0.00052761551067471209 0.00020258283036670178 -0.0002130604017689951 0.00021306200653105573 -0.0002792266277884621 -0.00018428684647501956 1.5180426215430579e-05 -0.00013386531509775737 -3.1641440977249722e-05 3.726631085425782e-05 4.7569126825098408e-05
leaf_weight=176 29 20 25 21 23 23 27 21 27 2104 20 20 41 38 29 25 26 38 33 22 26 22 22 21 22 26 34 27 35 98
leaf_count=176 29 20 25 21 23 23 27 21 27 2104 20 20 41 38 29 25 26 38 33 22 26 22 22 21 22 26 34 27 35 98
internal_value=0 1.70904e-06 -2.23176e-05 -6.91269e-06 2.58436e-07 -4.50627e-07 1.30325e-07 -8.37792e-07 -1.44026e-06 -6.15493e-07 5.38945e-08 1.51847e-05 0.000120464 4.88944e-07 -3.32358e-06 1.18009e-05 -1.64261e-06 4.76412e-05 9.76003e-05 0.000192174 -2.91157e-05 7.02271e-06 -2.92956e-05 -0.000116057 -4.46709e-05 0.000108278 4.96564e-06 7.82254e-05 -4.70594e-05 -1.30032e-06
internal_weight=0 2899 222 197 2879 2850 2827 2804 2783 2756 2729 498 61 437 2231 417 366 131 93 60 235 166 140 69 48 51 118 49 69 2202
internal_count=3121 2899 222 197 2879 2850 2827 2804 2783 2756 2729 498 61 437 2231 417 366 131 93 60 235 166 140 69 48 51 118 49 69 2202
is_linear=0
shrinkage=0.1


Tree=3172
num_leaves=31
num_cat=0
split_feature=132 1186 1185 15 1429 156 11 0 16 1 120 40 475 12 12 401 0 1213 1210 133 1213 1213 1208 402 1209 130 42 42 52 42
split_gain=1.39928e-05 0.000357994 0.000182346 3.52707e-05 1.2064e-05 3.94827e-05 1.76555e-05 4.82864e-05 3.2198e-05 1.81483e-05 3.48635e-05 3.19872e-05 1.70594e-05 1.79727e-05 4.91649e-05 2.53122e-05 0.000121491 4.98191e-05 3.47153e-05 2.08794e-05 2.01702e-05 3.56688e-05 2.10868e-05 5.94905e-05 3.72698e-05 1.79973e-05 4.23839e-05 8.13363e-05 6.59846e-05 5.87436e-05
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 -0.23752499999999996 0.32523500000000005 0.092630000000000018 0.12358500000000001 0.6352000000000001 0.16540500000000002 1.0000000180025095e-35 -0.15892999999999999 0.10142500000000002 0.12757000000000002 0.11650500000000001 -1.0000000180025095e-35 -0.072594999999999979 -0.021674999999999996 0.24726500000000004 -0.50375999999999987 0.23509000000000002 0.12699500000000002 0.10233500000000001 0.23460000000000003 0.10272000000000002 0.089120000000000019 -0.091729999999999992 -0.10271999999999999 0.08257500000000001 -0.14148999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 8 -8 9 10 11 -6 13 14 15 16 17 -13 19 -17 21 22 23 24 25 -21 27 28 29 -27
right_child=2 -3 4 -5 5 -7 7 -9 -10 -11 -12 12 -14 -15 -16 18 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.2201813387022583e-06 -0.00028864307886661581 0.00040696786818443802 -7.7044343386205595e-05 -0.00012933777325088158 0.00012660893567954191 0.00014090444077737631 -1.1871567008803773e-06 -0.00018098513479344546 9.654411977472981e-05 9.0474769504825502e-05 -9.7122692376787369e-05 0.00015364383081240313 -9.0106060850389663e-05 -7.2949438750087716e-05 0.00014087512996047735 6.8075731922160942e-05 -0.00022354975037615078 -4.4577863718586741e-05 0.00012143815641441809 4.8620074013686923e-07 -7.3938245210179916e-05 0.00013021786903014542 7.5260221769389725e-05 -0.00016941368202900604 0.00011433186789093139 -0.00022585933015216144 -0.00011911835439985775 0.0001640046131797135 8.5157287558895015e-05 1.0119012629383223e-06
leaf_weight=172 22 22 20 25 20 20 59 20 35 22 37 21 21 33 25 45 28 32 24 2140 37 21 36 21 28 25 43 23 23 21
leaf_count=172 22 22 20 25 20 20 59 20 35 22 37 21 21 33 25 45 28 32 24 2140 37 21 36 21 28 25 43 23 23 21
internal_value=0 2.43743e-05 -1.83941e-06 -1.83519e-05 3.51447e-07 8.92677e-07 -9.33218e-08 -4.67056e-05 1.24039e-06 1.67523e-08 -7.19223e-07 6.18208e-07 -3.33743e-07 3.84162e-07 1.31745e-06 -4.11747e-08 -5.50539e-05 3.39628e-05 1.75055e-06 5.84292e-07 -6.71752e-07 4.66787e-07 -6.87778e-07 -1.86425e-06 -3.36447e-07 -1.74775e-06 -3.716e-05 1.14663e-06 -5.31394e-05 -0.000122288
internal_weight=0 219 2902 197 2880 2860 2840 79 2761 2726 2704 2667 2647 2626 2593 2568 81 53 2487 2463 2418 2381 2360 2324 2303 2275 135 92 69 46
internal_count=3121 219 2902 197 2880 2860 2840 79 2761 2726 2704 2667 2647 2626 2593 2568 81 53 2487 2463 2418 2381 2360 2324 2303 2275 135 92 69 46
is_linear=0
shrinkage=0.1


Tree=3173
num_leaves=31
num_cat=0
split_feature=156 1429 1210 1210 43 130 120 1210 1210 1209 1209 402 15 132 1204 1454 15 15 1456 52 4 16 12 1 42 3 12 12 16 3
split_gain=1.29816e-05 2.46756e-05 1.298e-05 1.65239e-05 1.30404e-05 3.4535e-05 2.58716e-05 1.31599e-05 1.46596e-05 2.06593e-05 3.09025e-05 1.35711e-05 1.91164e-05 0.000141631 0.000352923 6.12358e-05 6.35151e-05 5.66734e-05 4.31349e-05 5.89075e-05 5.31246e-05 5.03799e-05 4.26148e-05 7.18287e-05 0.000129246 0.000196173 0.000128224 6.18467e-05 5.96023e-05 9.74916e-05
threshold=0.3248100000000001 -0.23166999999999996 -0.42132499999999995 -0.14310999999999999 -0.53814999999999991 -0.22699999999999995 0.09852000000000001 -0.094799999999999982 -0.085329999999999975 -0.087714999999999987 -0.074484999999999982 0.13775000000000001 0.088990000000000014 -0.083284999999999984 -0.066239999999999979 0.088250000000000009 0.089595000000000022 0.088495000000000018 -0.075669999999999987 0.41423000000000004 -0.070499999999999993 0.057265000000000003 0.089085000000000011 0.092390000000000014 0.090545000000000014 -0.077104999999999993 0.091545000000000015 0.093105000000000007 -0.065999999999999989 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 -9 -10 -11 12 17 -14 -15 16 -16 -12 20 22 -18 -21 -20 26 -25 -26 -24 -28 -29 -30
right_child=-2 2 3 4 5 6 -8 8 9 10 11 -13 13 14 15 -17 18 -19 19 21 -22 -23 23 24 25 -27 27 28 29 -31
leaf_value=0.00010155993243946189 -7.4850407722608554e-05 7.1529167471453547e-05 -7.3458041832406802e-05 6.6659271798361541e-05 -0.00012019671800468739 7.6507959800603041e-05 0.00011084518991126622 -7.3134294715211065e-05 9.6108066182668241e-05 -9.8888661887031057e-05 -1.7472109079432578e-06 -8.0157855423056471e-05 0.00020343689757282846 -0.00039815545550525371 0.00016874168667830724 -0.00013917944139077169 0.00022243583139656536 -0.00014011571327804024 -3.4460542973656541e-05 -0.00021913868666160856 2.6743027609137989e-06 5.3159086746745746e-06 0.0002432165466834212 -0.00019288112766844279 -0.00013168241141381888 0.00025677898805812359 -0.00012856305007517222 0.00011288292876088235 -0.0001755522609607357 0.0001156098003380264
leaf_weight=24 23 25 31 29 24 22 21 28 22 32 2225 21 38 21 30 23 22 30 101 20 22 20 37 32 26 26 20 80 23 23
leaf_count=24 23 25 31 29 24 22 21 28 22 32 2225 21 38 21 30 23 22 30 101 20 22 20 37 32 26 26 20 80 23 23
internal_value=0 5.55706e-07 -2.32876e-07 -8.21283e-07 -7.51794e-08 -7.22653e-07 2.44422e-07 -5.4451e-07 -1.12465e-06 -4.27938e-07 -1.16742e-06 -6.63357e-08 5.30302e-07 1.69963e-05 3.52725e-06 2.02309e-05 2.78376e-05 -3.58803e-06 1.84856e-05 8.34082e-06 0.000112555 -0.000106911 2.08682e-05 4.17978e-05 -3.47582e-05 6.25483e-05 7.69383e-05 3.47993e-05 6.07298e-05 -2.99712e-05
internal_weight=0 3098 3074 3049 3018 2989 2965 2944 2922 2894 2872 2840 2819 564 526 505 482 2255 452 408 44 40 368 267 84 52 183 146 126 46
internal_count=3121 3098 3074 3049 3018 2989 2965 2944 2922 2894 2872 2840 2819 564 526 505 482 2255 452 408 44 40 368 267 84 52 183 146 126 46
is_linear=0
shrinkage=0.1


Tree=3174
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 40 120 10 0 15 13 34 123 9 0 41 2 45 16 13 148 16 4 12 13 16 4 13 2 0 52
split_gain=1.53543e-05 0.000104862 4.44853e-05 1.41131e-05 2.57205e-05 2.56983e-05 1.40539e-05 9.29945e-05 8.17161e-05 5.84985e-05 2.61741e-05 0.000122431 2.00954e-05 6.00409e-05 3.44189e-05 5.43114e-05 1.74932e-05 1.7682e-05 5.14911e-05 8.11188e-05 2.42845e-05 8.4993e-05 3.6735e-05 3.47361e-05 0.000195573 5.93697e-05 4.51599e-05 7.97618e-05 3.71594e-05 0.000122211
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23123999999999997 -0.24290999999999999 1.0000000180025095e-35 -0.011559999999999999 -0.10224499999999999 -0.10091499999999999 -0.07692499999999998 -0.057544999999999992 0.083805000000000004 0.088235000000000022 1.0000000180025095e-35 0.086565000000000017 0.095545000000000005 0.094030000000000016 -0.5335399999999999 -0.029529999999999997 -0.063899999999999985 -0.50690499999999983 0.27287000000000006 0.087005000000000013 -0.17933499999999997 -0.15241499999999997 -0.059649999999999988 -0.097224999999999992 0.095545000000000005 -0.11991499999999998 -0.080114999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 7 -6 -9 -10 11 -8 14 -14 16 -16 17 18 -12 -20 21 22 -19 24 -22 -26 27 -25 29 -28
right_child=1 3 -4 4 5 -7 10 8 9 -11 12 -13 13 -15 15 -17 -18 20 19 -21 23 -23 -24 26 25 -27 28 -29 -30 -31
leaf_value=-8.3400187961779385e-06 0.00022458955548548452 7.8336213363914078e-05 -0.00014317577484429682 -0.00011331736562397055 -0.00020940690083079972 8.2167715103615173e-05 0.00025382021988413979 0.0001492077087058188 3.4159469214500861e-05 -0.00017939628960448318 6.1039160334922635e-05 -4.2606812517557337e-05 -0.00019356823925591017 5.1464228080249092e-05 0.00021013187903008658 2.4551148432211075e-06 -7.8530750711095225e-05 -0.00010300222516968422 4.801311612633678e-05 -0.00020492491221375532 -0.0003204857082561251 0.00023271188936632828 8.2306174881523482e-05 1.4377147079059098e-05 0.00016247192078957422 -4.045109943668333e-05 -5.1685873307199706e-05 0.00021834746621607337 -5.339649506213345e-06 0.00010450233750437595
leaf_weight=194 21 23 28 20 24 38 22 29 29 23 29 38 20 20 20 34 29 23 21 32 22 20 20 73 21 46 86 26 1970 120
leaf_count=194 21 23 28 20 24 38 22 29 29 23 29 38 20 20 20 34 29 23 21 32 22 20 20 73 21 46 86 26 1970 120
internal_value=0 1.94097e-06 -2.53463e-05 3.16366e-07 -3.12165e-07 4.8505e-07 -6.2469e-07 -3.65165e-05 1.47103e-05 -6.02979e-05 7.75251e-07 6.60831e-05 -7.1353e-07 -7.1052e-05 3.7194e-07 7.93724e-05 -1.30892e-06 -4.16361e-07 -4.60876e-05 -0.000104704 1.12671e-06 6.24017e-05 -1.68123e-05 -5.0625e-07 -6.17924e-05 2.31516e-05 1.89132e-06 6.79451e-05 -1.11389e-06 3.92976e-05
internal_weight=0 2899 222 2878 2855 2835 2797 105 81 52 2692 60 2632 40 2592 54 2538 2509 82 53 2427 63 43 2364 89 67 2275 99 2176 206
internal_count=3121 2899 222 2878 2855 2835 2797 105 81 52 2692 60 2632 40 2592 54 2538 2509 82 53 2427 63 43 2364 89 67 2275 99 2176 206
is_linear=0
shrinkage=0.1


Tree=3175
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 1429 156 1429 1425 1425 128 124 43 43 43 0 401 43 130 52 3 42 42 16 43 13 13 1209 13 160 43
split_gain=1.24369e-05 8.49379e-05 3.81277e-05 1.59935e-05 1.33126e-05 3.61539e-05 1.41342e-05 1.29205e-05 3.292e-05 1.18964e-05 2.08896e-05 1.42869e-05 8.54755e-05 6.70748e-05 6.66559e-05 4.48601e-05 4.46811e-05 3.40245e-05 3.54078e-05 5.72408e-05 3.71282e-05 4.41289e-05 3.40009e-05 3.26904e-05 3.1118e-05 9.92215e-05 0.000125615 6.75921e-05 6.70764e-05 6.71652e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.10034500000000002 0.084030000000000007 0.11976500000000002 -0.19228999999999999 0.060960000000000007 0.055925000000000009 0.05259500000000001 -0.13843999999999998 -0.41128499999999996 0.066275000000000014 0.096970000000000015 -0.012859999999999998 -0.13309499999999996 0.090690000000000007 0.10194000000000002 -0.11118499999999999 0.016310000000000002 -0.087934999999999985 -0.088464999999999988 0.086665000000000006 -0.087404999999999997 0.085130000000000011 -0.082689999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 -6 8 9 10 -8 12 13 15 -13 -12 -16 18 -18 -20 22 -22 -21 24 25 26 28 -26 29 -17
right_child=1 4 -4 -5 5 -7 7 -9 -10 -11 11 14 -14 -15 16 23 17 -19 19 20 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=2.1047532991465785e-06 0.00020213059674244421 -8.1017460406656038e-05 -0.00014776496880751272 -8.0647779234115861e-05 -7.2098096576088137e-05 0.00013483298913342877 -0.00010218353403615767 -7.7543841602857282e-05 0.00012592190385995699 7.1863070574497973e-05 0.00014779429135766502 -0.00019707404080691049 0.00017346416422916609 -0.00018161561398301275 -0.00011983712783178143 -5.2708128714584751e-05 -5.8149977224853835e-05 -0.00011272703119348514 0.00019700709980541086 8.21833573800054e-06 -0.00015304068246699726 2.1323515837603408e-05 0.00015147716040398034 -8.9807430590437251e-05 -0.00014701315785714542 0.00019930368241236258 -0.00023067844042088835 -4.527087978241897e-07 -8.5038329013920541e-05 6.450255512866286e-05
leaf_weight=173 21 20 22 27 27 20 20 21 21 23 21 20 29 20 31 60 44 21 21 37 21 47 30 39 32 31 20 1891 47 264
leaf_count=173 21 20 22 27 27 20 20 21 21 23 21 20 29 20 31 60 44 21 21 37 21 47 30 39 32 31 20 1891 47 264
internal_value=0 1.74688e-06 -2.28117e-05 -9.06684e-06 2.8473e-07 8.53674e-07 -9.05068e-08 6.01135e-07 1.18932e-06 2.43355e-07 -3.56518e-07 3.90562e-07 2.80076e-06 7.59841e-07 -2.13544e-05 2.27648e-06 -7.40843e-06 8.36211e-06 2.10765e-05 4.34224e-05 1.95314e-05 -3.25243e-05 7.23641e-05 9.94651e-07 2.50479e-06 2.70953e-05 1.3442e-05 -2.89157e-06 2.66021e-05 4.27969e-05
internal_weight=0 2899 222 200 2878 2858 2838 2811 2790 2769 2746 2726 2454 2425 272 2405 252 221 200 156 135 68 67 2384 2345 422 391 1923 371 324
internal_count=3121 2899 222 200 2878 2858 2838 2811 2790 2769 2746 2726 2454 2425 272 2405 252 221 200 156 135 68 67 2384 2345 422 391 1923 371 324
is_linear=0
shrinkage=0.1


Tree=3176
num_leaves=31
num_cat=0
split_feature=156 1429 132 50 1185 1203 132 1186 129 1211 1213 2 4 403 1212 402 402 481 1447 43 4 403 3 1208 1208 1210 1212 1185 129 130
split_gain=1.39445e-05 2.27046e-05 1.26809e-05 0.000363742 0.000192734 6.7823e-05 1.30575e-05 1.39459e-05 2.10497e-05 1.31177e-05 2.12712e-05 0.000120101 0.000152843 7.92132e-05 2.65641e-05 4.79887e-05 3.74997e-05 1.93374e-05 9.29134e-05 8.16299e-05 0.000238674 4.96261e-05 8.92992e-05 3.71394e-05 0.000122364 4.78931e-05 2.81362e-05 2.07913e-05 2.07452e-05 4.72766e-05
threshold=0.3248100000000001 -0.23166999999999996 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.037359999999999997 -0.089559999999999987 -0.082304999999999975 0.12711000000000003 0.086260000000000017 0.084055000000000005 -0.081114999999999979 -0.34918499999999997 0.11796000000000001 -0.45454999999999995 -0.40883999999999993 -0.086729999999999988 -0.085684999999999997 -0.082389999999999977 -0.050494999999999991 -0.54856499999999986 -0.083154999999999993 0.10233500000000001 0.11332500000000002 -0.097479999999999983 0.10242000000000001 0.088895000000000016 0.090795000000000015 0.10490500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 -6 -8 -9 10 14 -12 -13 -14 15 -10 -17 18 -18 -20 -21 22 -19 25 -25 -23 27 28 29 -27
right_child=-2 2 4 -5 6 -7 7 8 9 -11 11 12 13 -15 -16 16 17 21 19 20 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=9.7462279412260022e-05 -7.757681912904525e-05 1.5955537854374675e-06 -0.00029679281582998971 0.00042946017465510526 6.1038817116890908e-05 -0.00019268076328444295 -6.9407636925493068e-05 9.3546169591718356e-05 0.00012954443204437537 -7.1207191761529369e-05 0.00022694894642983048 -0.00018526298625863894 0.00024528226160327901 5.0137038133704129e-07 -9.6902509264102028e-05 -0.00011717782317646198 0.0002049009104666766 -0.00024344245877886274 0.00015772704355185852 -0.00035288467235744747 8.2471524793243804e-05 -0.00012789655923067282 4.54785478359554e-05 0.00027232852036831898 -6.5878501956594056e-05 -4.7200914420914177e-06 0.00011182205291168597 -9.4395975126341605e-05 4.0174711031220364e-05 0.00013095286110499798
leaf_weight=24 23 177 22 20 35 20 29 24 28 26 27 33 20 39 29 28 26 23 20 20 34 30 20 20 23 2112 22 24 117 26
leaf_count=24 23 177 22 20 35 20 29 24 28 26 27 33 20 39 29 28 26 23 20 20 34 30 20 20 23 2112 22 24 117 26
internal_value=0 5.75944e-07 -1.80488e-07 2.31244e-05 -1.95058e-06 -1.81279e-05 3.37433e-07 -4.21335e-07 3.00644e-07 -5.14024e-07 1.61471e-07 4.15054e-05 -1.29183e-05 8.34779e-05 -1.72935e-06 -6.56667e-07 -2.08914e-06 -8.08848e-07 4.2283e-05 -1.4853e-05 -7.87715e-05 -2.59171e-06 -0.000109061 -6.63255e-07 9.14271e-05 -2.36205e-06 -7.25352e-07 -1.81181e-06 -8.26438e-07 -3.07019e-06
internal_weight=0 3098 3074 217 2857 197 2835 2800 2771 2747 2721 119 92 59 2602 2573 2545 2517 100 74 54 2417 43 2374 43 2331 2301 2279 2255 2138
internal_count=3121 3098 3074 217 2857 197 2835 2800 2771 2747 2721 119 92 59 2602 2573 2545 2517 100 74 54 2417 43 2374 43 2331 2301 2279 2255 2138
is_linear=0
shrinkage=0.1


Tree=3177
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1429 156 11 0 475 475 474 154 1456 1419 1375 0 16 0 0 0 160 12 0 457 0 2 48 158 484 0
split_gain=1.24242e-05 9.31533e-05 3.39869e-05 3.6017e-05 1.35426e-05 3.31635e-05 1.26617e-05 5.52945e-05 2.44385e-05 1.6529e-05 3.37293e-05 1.90329e-05 1.47443e-05 2.30019e-05 1.72307e-05 1.47652e-05 9.43089e-05 6.89658e-05 4.17669e-05 5.80119e-05 4.01607e-05 4.34594e-05 5.04968e-05 4.41134e-05 4.28943e-05 6.53844e-05 3.96286e-05 2.64673e-05 0.000130186 0.00012587
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.23752499999999996 0.32523500000000005 0.095720000000000013 0.024095000000000002 0.093020000000000005 0.061570000000000007 -0.25711499999999993 0.085530000000000009 0.11510000000000002 0.099095000000000016 0.11259000000000001 -0.14794999999999997 -1.0000000180025095e-35 -0.14649999999999996 -0.14226499999999997 -0.14051499999999997 0.096485000000000015 0.089300000000000004 -0.15350499999999997 -0.0029299999999999994 -0.23091999999999999 0.10644500000000001 0.083985000000000018 0.10667500000000002 0.090535000000000018 -0.082284999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 8 -8 9 10 -6 12 13 14 15 16 20 -17 -19 -20 21 22 23 -12 25 -25 -26 -21 29 -29
right_child=1 4 -4 -5 5 -7 7 -9 -10 -11 11 -13 -14 -15 -16 17 -18 18 19 27 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=5.9082774521874109e-06 0.00021159681935040725 -8.1786741538962822e-05 -0.00013263538360479288 -0.00013264625345722639 0.00012125101438078159 0.00012910738587379456 2.4878475829982798e-05 -0.00017638947968710758 9.5540804020991478e-05 -8.2688906079890023e-05 -0.00013407888172482869 -9.7552697989158337e-05 6.1400621556318731e-05 -0.00010010583633708809 -8.9882568517212004e-05 -0.00017008171180350474 0.00018737525212101551 0.0001374402395661243 -0.00016261001702249896 3.0815920675333957e-06 0.00011356027316001669 0.00011492229824378464 -0.00014941004328041649 -0.00017791271409647459 2.0604125274985563e-05 4.6191765189481282e-05 0.00018715747239184566 -0.00016289765821232824 -0.00027130185927879731 8.1385753031954129e-05
leaf_weight=176 21 20 25 21 23 20 39 21 27 24 23 20 39 23 21 24 31 22 22 2157 28 23 30 23 50 30 20 31 21 66
leaf_count=176 21 20 25 21 23 20 39 21 27 24 23 20 39 23 21 24 31 22 22 2157 28 23 30 23 50 30 20 31 21 66
internal_value=0 1.74598e-06 -2.28e-05 -8.86149e-06 2.14754e-07 7.88593e-07 -1.15698e-07 -4.55653e-05 8.65935e-07 -6.32618e-08 6.63917e-07 -3.61787e-07 3.62437e-07 -5.37559e-07 3.35847e-07 1.06425e-06 2.37695e-05 -1.43594e-06 3.09423e-07 -1.00398e-06 1.42688e-06 -1.43507e-05 -3.12443e-05 -6.96369e-06 1.68058e-05 -5.10611e-05 6.81908e-05 5.58808e-07 -4.55568e-05 3.3158e-06
internal_weight=0 2899 222 197 2878 2858 2838 60 2778 2751 2727 2704 2684 2645 2622 2601 258 2343 2319 2297 227 199 176 146 123 53 70 2275 118 97
internal_count=3121 2899 222 197 2878 2858 2838 60 2778 2751 2727 2704 2684 2645 2622 2601 258 2343 2319 2297 227 199 176 146 123 53 70 2275 118 97
is_linear=0
shrinkage=0.1


Tree=3178
num_leaves=31
num_cat=0
split_feature=156 474 160 474 1446 132 1203 1185 50 50 479 481 0 481 484 13 1447 3 160 1447 1455 43 42 131 16 0 131 131 402 1212
split_gain=1.49551e-05 2.0971e-05 4.95139e-05 2.02943e-05 2.23322e-05 1.46581e-05 0.000393137 0.000179331 0.00010334 1.69872e-05 1.9765e-05 2.78863e-05 0.000135896 3.79765e-05 0.000222068 9.75989e-05 2.49116e-05 0.000153216 9.50925e-05 4.50081e-05 2.00947e-05 0.000108637 9.15176e-05 3.11906e-05 4.67117e-05 0.00011325 2.88989e-05 2.38319e-05 5.30825e-05 3.08001e-05
threshold=0.3248100000000001 0.11381000000000001 -0.046074999999999991 0.11085000000000002 -0.093534999999999993 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.14635000000000001 0.10713500000000002 -0.15265499999999996 -0.082484999999999989 -0.086484999999999992 -0.081614999999999979 -0.084319999999999992 -0.085709999999999995 -0.085709999999999995 -0.090764999999999985 -0.084334999999999979 -0.088874999999999982 -0.070064999999999975 0.08623500000000002 0.11669000000000002 -0.077074999999999991 -0.075359999999999996 0.13496500000000003 0.10548500000000001 0.31278000000000006 0.13631000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 8 -7 -6 10 11 12 -9 14 15 -13 17 -15 -19 -18 21 22 -21 27 -25 -26 -27 28 29 -22
right_child=-2 2 -4 -5 5 7 -8 9 -10 -11 -12 13 -14 16 -16 -17 19 18 -20 20 23 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.00010563075869868045 -8.0338744168250787e-05 -3.2746691795182413e-05 0.00018465453591488769 -9.83351151392396e-05 6.0927380011641866e-06 -0.00028670848752715921 0.00044704689475111081 -0.00022301437695407207 -0.00023378505331493214 -8.759589760633059e-05 7.755225955076061e-05 -0.00020744119167266902 0.00012090344411262778 -0.0002531938331020893 0.00034327011436246162 9.7438014511551179e-05 0.00012692410325273939 -8.9903648798402491e-05 0.00019464242131621377 -0.00011318412474462424 3.1710371663477245e-07 -0.00024282116993119764 0.00017210369570302251 -4.4997919952341671e-05 0.0003032036699005403 9.1618223055063382e-05 -7.274164577211196e-05 -5.8815368434547314e-05 0.00016262086675851607 -0.00010340684284215216
leaf_weight=20 23 22 20 21 176 22 20 27 20 22 33 21 20 26 21 21 28 24 23 22 2233 21 23 30 20 23 20 70 20 29
leaf_count=20 23 22 20 21 176 22 20 27 20 22 33 21 20 26 21 21 28 24 23 22 2233 21 23 30 20 23 20 70 20 29
internal_value=0 5.96445e-07 7.07777e-05 -3.68088e-07 3.09772e-07 -3.88874e-07 2.47109e-05 -2.32584e-06 -1.83846e-05 -7.28945e-08 6.26019e-07 -3.06592e-07 -7.66664e-05 1.03506e-06 7.77556e-05 -5.50016e-05 -8.15402e-07 -5.84103e-05 4.93423e-05 8.40537e-07 -5.65413e-07 -5.50138e-05 3.26297e-05 9.04359e-07 5.77045e-05 0.00010661 1.51718e-05 -1.34157e-06 4.21434e-07 -1.01269e-06
internal_weight=0 3098 42 3056 3035 3015 216 2799 196 2777 2755 2722 47 2675 63 42 2612 73 47 2539 2511 66 45 2445 93 63 43 2352 2282 2262
internal_count=3121 3098 42 3056 3035 3015 216 2799 196 2777 2755 2722 47 2675 63 42 2612 73 47 2539 2511 66 45 2445 93 63 43 2352 2282 2262
is_linear=0
shrinkage=0.1


Tree=3179
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 130 40 120 12 12 12 12 3 12 1429 4 1208 42 1 42 403 1213 133 1210 42 52 1210 131 52 1
split_gain=1.2585e-05 9.99307e-05 4.29736e-05 1.40545e-05 3.07069e-05 1.21857e-05 1.98998e-05 2.00601e-05 1.65082e-05 0.000103102 9.43253e-05 8.58054e-05 5.47119e-05 3.74663e-05 3.35473e-05 4.86467e-05 3.30955e-05 3.67112e-05 0.000114652 4.99583e-05 3.45365e-05 5.63886e-05 6.0124e-05 2.73313e-05 0.000105635 6.71318e-05 5.30293e-05 3.31299e-05 3.19328e-05 8.52131e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 -0.23123999999999997 -0.24290999999999999 1.0000000180025095e-35 0.096830000000000013 0.096475000000000019 0.097575000000000009 0.098330000000000015 -0.045649999999999989 0.096210000000000004 0.088275000000000006 -0.17966999999999997 0.10480500000000002 0.11551500000000002 0.090840000000000018 0.11159000000000001 -0.5335399999999999 0.23509000000000002 -0.040449999999999993 -0.065674999999999983 0.087075000000000014 0.085815000000000016 -0.013324999999999998 0.11925000000000001 0.5116750000000001 0.10205500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -7 8 9 13 -10 -12 14 16 15 -13 17 19 -19 20 -8 23 -23 24 25 -22 -25 28 -28 -30
right_child=1 3 -4 4 -6 6 7 -9 10 -11 11 12 -14 -15 -16 -17 -18 18 -20 -21 21 22 -24 26 -26 -27 27 -29 29 -31
leaf_value=-6.575532739262622e-06 0.00021910798844016556 -8.3365622849669314e-05 -0.00014118572753095239 7.2378479323916784e-05 0.00012423050677170977 -0.00010010086091824633 9.5711898234768363e-05 7.2165659144287164e-05 -0.00016936480625717149 0.00019309777290540557 0.00016432093226675145 0.0001537107188778464 -0.00015710827490413349 -0.00011290390754985657 -0.00010961437817905822 -7.431493336114088e-06 -0.00010112863711847535 0.00023906034545507281 -6.3795225578360267e-05 -0.00015252542798407378 4.2424364603314593e-05 -6.6142199793830519e-06 -0.00023923327018565032 -0.00016156915095052682 0.00018654620155422508 -0.00017001534607039676 3.2548715197767509e-06 0.00011886279650449676 -0.00012831533393843777 0.00010847778515502189
leaf_weight=195 21 20 27 23 20 20 39 38 38 28 28 20 26 29 29 296 31 25 25 21 51 25 20 20 38 21 1847 24 55 21
leaf_count=195 21 20 27 23 20 20 39 38 38 28 28 20 26 29 29 296 31 25 25 21 51 25 20 20 38 21 1847 24 55 21
internal_value=0 1.75724e-06 -2.2947e-05 1.71291e-07 7.55874e-07 -1.14278e-07 -7.06581e-07 4.64771e-09 -9.89955e-07 2.36841e-06 -1.88193e-05 -4.48159e-06 -1.72214e-05 3.83831e-08 -6.6792e-06 2.76738e-06 1.48572e-06 2.91092e-06 8.76326e-05 9.69545e-07 2.46117e-06 7.47322e-07 -0.00011 3.14677e-06 5.16552e-05 -1.95372e-05 4.34043e-07 2.09817e-06 6.40893e-07 -6.28857e-05
internal_weight=0 2899 222 2878 2858 2838 2815 2795 2757 2320 437 399 371 2292 345 316 2263 2232 50 2182 2161 2122 45 2077 110 72 1967 1947 1923 76
internal_count=3121 2899 222 2878 2858 2838 2815 2795 2757 2320 437 399 371 2292 345 316 2263 2232 50 2182 2161 2122 45 2077 110 72 1967 1947 1923 76
is_linear=0
shrinkage=0.1


Tree=3180
num_leaves=31
num_cat=0
split_feature=156 472 43 472 12 471 472 484 150 484 151 2 16 484 13 0 1455 1447 481 52 1447 475 4 43 403 2 403 402 148 447
split_gain=1.63811e-05 2.09875e-05 5.19563e-05 1.91957e-05 4.68301e-05 1.39478e-05 2.78353e-05 1.60914e-05 0.000106353 9.1893e-05 5.68034e-05 4.39054e-05 0.000137482 0.00010588 3.07969e-05 4.09722e-05 3.86666e-05 2.71343e-05 0.000174042 0.00011741 5.68717e-05 2.7004e-05 4.67931e-05 3.5754e-05 2.51985e-05 9.8757e-05 3.63662e-05 3.02498e-05 2.00525e-05 5.95334e-05
threshold=0.3248100000000001 -0.084114999999999981 -0.080084999999999976 -0.072204999999999978 0.089735000000000023 0.10338500000000002 -0.0094849999999999986 0.086135000000000017 0.10874500000000002 0.085655000000000023 -0.098364999999999994 0.11362000000000001 0.066275000000000014 0.10126500000000001 -0.085384999999999975 -0.08824499999999999 -0.018454999999999996 -0.086279999999999982 -0.086354999999999987 0.11639500000000001 -0.085644999999999985 -0.08230999999999998 0.0049200000000000008 -0.083269999999999997 -0.54448499999999989 0.089885000000000007 -0.5335399999999999 0.30962000000000006 -0.10069499999999999 0.094580000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -5 9 10 17 -9 12 14 -13 15 -12 -16 18 -8 -20 -19 -18 23 -23 25 -22 -26 28 -28 -30
right_child=-2 3 -4 5 -6 -7 7 8 -10 -11 11 13 -14 -15 16 -17 21 20 19 -21 24 22 -24 -25 26 -27 27 -29 29 -31
leaf_value=-2.7688566886354241e-05 -8.4081686699115062e-05 3.0703434323960986e-05 0.00018855354621337029 9.8734460723413759e-05 -0.00015923470272537091 -8.0542854023709284e-05 -0.00031273334891011471 -0.00014340793068186032 0.0002117110655052346 -0.00020565805771184388 -2.0480721634711426e-05 6.9427906789685411e-05 0.00024059307866866283 -0.00022254805877784512 -0.00014741363161842205 0.00017040585058897376 -9.8538912425283343e-05 0.00016141157499408691 0.00013974490156114269 -0.00015778394257982397 -0.0001625783263227424 0.00019665421323225021 -6.857520999835322e-05 9.8315261614819373e-06 0.00012144379073288292 0.00011322879319777713 7.5357562006198961e-05 -0.00011651068859712475 1.678937193442276e-06 -0.00016357958007905506
leaf_weight=25 23 27 20 29 25 21 20 24 27 22 23 27 29 23 21 22 20 22 36 21 37 20 27 21 25 20 36 22 2384 22
leaf_count=25 23 27 20 29 25 21 20 24 27 22 23 27 29 23 21 22 20 22 36 21 37 20 27 21 25 20 36 22 2384 22
internal_value=0 6.24232e-07 6.8419e-05 -3.75037e-07 -6.0613e-05 6.6874e-07 1.24104e-06 2.82951e-07 2.29119e-05 -2.12673e-06 3.07697e-06 1.81655e-05 4.08559e-05 -6.4881e-05 3.24301e-06 7.28416e-05 -2.54904e-05 -4.33843e-07 -5.89261e-05 3.0129e-05 1.32002e-06 3.60497e-06 3.36473e-05 0.000100965 -6.33365e-08 -6.58039e-05 1.44217e-06 2.24624e-07 1.27629e-06 1.67845e-07
internal_weight=0 3098 45 3053 52 3001 2980 2951 284 2667 257 233 183 50 154 45 109 2645 77 57 2568 88 68 41 2546 57 2489 2464 2442 2406
internal_count=3121 3098 45 3053 52 3001 2980 2951 284 2667 257 233 183 50 154 45 109 2645 77 57 2568 88 68 41 2546 57 2489 2464 2442 2406
is_linear=0
shrinkage=0.1


Tree=3181
num_leaves=31
num_cat=0
split_feature=156 1429 1428 474 1429 1429 132 15 1185 50 49 0 398 1212 403 157 484 157 1371 160 13 1 159 12 151 52 1446 2 3 481
split_gain=1.32687e-05 1.97094e-05 1.34888e-05 2.71111e-05 1.4719e-05 2.60878e-05 1.42519e-05 0.000339432 0.00016643 7.42997e-05 1.36081e-05 3.22767e-05 2.00688e-05 1.42409e-05 1.51541e-05 1.25539e-05 0.00016461 7.97021e-05 5.68781e-05 0.000101826 3.99784e-05 3.85524e-05 9.02371e-05 3.28329e-05 3.26953e-05 1.79504e-05 1.71037e-05 0.000124238 0.000160903 0.00029829
threshold=0.3248100000000001 -0.23166999999999996 -0.071779999999999997 -0.42010499999999995 -0.081904999999999992 -0.066319999999999976 -0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.09227500000000001 0.10211000000000002 -0.097274999999999986 0.084375000000000019 0.055770000000000007 -0.073254999999999987 -0.087424999999999989 0.085790000000000019 -0.086394999999999986 0.083235000000000017 -0.080934999999999993 0.095120000000000024 0.10022000000000002 -0.092104999999999979 0.089570000000000025 -0.54279999999999984 -0.55692499999999978 0.083715000000000026 0.083715000000000026 -0.086049999999999988 -0.085629999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 9 -8 10 11 -7 13 14 -13 16 20 -17 24 -20 21 22 -10 -24 -19 -26 -27 -28 -29 -30
right_child=-2 2 3 4 5 6 8 -9 15 -11 -12 12 -14 -15 -16 17 -18 18 19 -21 -22 -23 23 -25 25 26 27 28 29 -31
leaf_value=9.0831688066828067e-05 -7.5673515928666236e-05 -7.3297777620609858e-05 0.00011368718921966363 -6.4801852243233184e-05 0.00011149123882725171 -0.00012444374215192511 -0.00027623874853733552 0.00035599223470112688 -0.00017262385183130393 -0.00018751361949398415 7.816430502316507e-05 -2.4680370794764414e-05 9.6245985630296425e-05 -7.4624532018788164e-05 6.6182235088725136e-05 0.00017916846071602778 -0.0002948159363586456 0.00012899543444063965 -0.00027857391571160404 3.6705974032104554e-05 -0.00010646190810555047 0.00016278066430545769 0.00013189993191594517 -2.7902160545636438e-05 8.0248991279014651e-05 -2.7599139679154812e-06 0.00016818927397252992 0.00014658765795419723 -0.00041888587016035759 -1.1951540361975356e-06
leaf_weight=24 23 25 21 35 21 21 22 27 20 24 20 45 22 25 31 25 20 20 20 21 22 21 36 20 28 2277 48 44 21 92
leaf_count=24 23 25 21 35 21 21 22 27 20 24 20 45 22 25 31 25 20 20 20 21 22 21 36 20 28 2277 48 44 21 92
internal_value=0 5.61813e-07 -1.42961e-07 4.56865e-07 -3.28418e-07 4.25531e-07 -3.59253e-07 2.44384e-05 -2.29306e-06 -2.31783e-05 8.70723e-07 -9.8645e-06 9.69781e-06 -9.15426e-06 1.2382e-05 -8.94734e-08 -2.93684e-05 1.47824e-06 -2.49596e-07 -0.000117089 1.52446e-05 4.28482e-05 9.70891e-06 7.48278e-05 1.64385e-06 6.29097e-07 -2.69113e-07 2.7397e-05 -1.56478e-05 -7.88191e-05
internal_weight=0 3098 3074 3049 3028 2993 2972 215 2757 188 164 144 123 101 76 2735 139 2596 2571 41 119 97 76 56 2530 2510 2482 205 157 113
internal_count=3121 3098 3074 3049 3028 2993 2972 215 2757 188 164 144 123 101 76 2735 139 2596 2571 41 119 97 76 56 2530 2510 2482 205 157 113
is_linear=0
shrinkage=0.1


Tree=3182
num_leaves=31
num_cat=0
split_feature=448 0 48 15 14 448 11 159 14 142 11 33 45 1429 1426 1426 34 34 3 394 3 1456 1454 1446 12 133 403 3 3 1209
split_gain=1.24987e-05 5.8121e-05 1.60871e-05 3.61384e-05 2.99885e-05 1.73792e-05 1.70174e-05 1.70789e-05 2.44097e-05 4.3879e-05 3.98954e-05 2.27315e-05 2.03207e-05 3.45977e-05 3.68427e-05 2.48394e-05 2.29485e-05 3.85467e-05 2.28894e-05 0.000101033 8.63531e-05 4.38288e-05 9.36139e-05 6.12837e-05 0.000221478 0.000128571 0.000124602 7.56703e-05 5.67248e-05 3.91352e-05
threshold=0.068920000000000023 -0.26609999999999995 -0.089814999999999992 -0.0079099999999999986 0.097795000000000007 -0.083689999999999987 0.106895 0.24213000000000004 0.083150000000000016 -0.057499999999999989 -0.014494999999999999 -0.044254999999999996 0.084355000000000013 -0.23752499999999996 -0.085619999999999988 -0.052649999999999995 -0.097449999999999981 -0.084034999999999985 -0.083489999999999995 0.10276 -0.08323499999999999 -0.089834999999999984 0.078175000000000008 0.083715000000000026 0.083985000000000018 0.089595000000000022 -0.54856499999999986 -0.084144999999999984 -0.086769999999999986 -0.092099999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 7 8 9 -7 -11 -12 13 -13 -15 -16 -17 -18 19 21 -20 22 -19 26 -25 28 -23 -28 -26 -22
right_child=-2 2 4 -5 -6 6 -8 -9 -10 10 11 12 -14 14 15 16 17 18 20 -21 29 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0001624687969028442 -7.8799192051519655e-05 0.00015623535650125374 -8.2231368455373192e-05 -8.8319440288210495e-06 -0.0001236868837440852 0.00014008138162105091 9.1814581664948492e-05 9.1356636767159222e-05 -0.00011146544300572714 -0.00013583195366002407 0.00010558481706539169 -0.00013336968782823533 7.661758887534786e-05 0.0001275240052233461 -9.7844671607297791e-05 9.3913164615514694e-05 -0.00013416683614195791 -0.00024999519562697971 -0.00018927987067190072 0.00020907674782210965 0.00010953571924393804 -0.00024473818579281217 5.5968700180528686e-05 0.00038188368213013749 -7.4486276749515428e-06 -0.00020958674467692618 1.6240284685575448e-06 0.00015176317693268567 0.00022058140020817519 -7.6651027394530588e-06
leaf_weight=22 20 21 26 36 20 22 20 20 20 22 20 20 33 22 27 25 22 20 26 25 29 20 20 20 24 20 821 35 20 1623
leaf_count=22 20 21 26 36 20 22 20 20 20 22 20 20 33 22 27 25 22 20 26 25 29 20 20 20 24 20 821 35 20 1623
internal_value=0 5.08217e-07 -6.4902e-07 5.19823e-05 -1.64174e-06 -8.28644e-07 -1.17464e-07 -7.39467e-07 -1.36682e-06 -6.1169e-07 -1.68123e-06 -6.53613e-07 -1.39862e-06 -2.3119e-06 -1.37544e-06 -2.39661e-06 -1.45948e-06 -2.33446e-06 -1.26146e-06 1.05126e-05 -8.45364e-06 5.54854e-06 -9.70132e-05 9.82195e-06 9.14143e-05 6.42594e-07 1.99803e-06 7.7629e-06 9.62014e-05 -5.6077e-06
internal_weight=0 3101 3079 57 3022 3002 2976 2956 2936 2916 2894 2872 2852 2819 2799 2777 2750 2725 2703 1025 1678 1000 40 960 84 64 876 856 44 1652
internal_count=3121 3101 3079 57 3022 3002 2976 2956 2936 2916 2894 2872 2852 2819 2799 2777 2750 2725 2703 1025 1678 1000 40 960 84 64 876 856 44 1652
is_linear=0
shrinkage=0.1


Tree=3183
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 12 156 474 12 12 12 13 13 13 42 43 1429 0 12 1208 2 403 2 12 403 16 131 2 402 16 479
split_gain=1.27939e-05 9.00871e-05 6.71004e-05 1.25265e-05 3.88406e-05 1.15882e-05 2.56484e-05 1.37388e-05 8.5245e-05 7.70402e-05 7.33464e-05 0.000146152 6.84126e-05 9.78174e-05 9.25755e-05 5.44376e-05 4.51203e-05 3.01953e-05 2.7841e-05 9.78021e-05 3.4113e-05 0.000156978 4.06226e-05 0.000103217 0.000103733 0.000101956 0.000128547 6.33742e-05 4.6501e-05 4.36796e-05
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.23647499999999996 0.23631000000000002 0.3248100000000001 0.11902500000000001 0.096830000000000013 0.096475000000000019 0.097575000000000009 -0.063184999999999977 -0.055129999999999992 -0.069964999999999986 0.10306000000000001 -0.036954999999999995 0.088275000000000006 0.010870000000000003 0.096210000000000004 0.098655000000000007 0.088745000000000004 -0.5335399999999999 0.083935000000000023 0.09364500000000002 0.054065000000000009 -0.087989999999999985 0.094990000000000019 0.096540000000000015 0.14135500000000004 0.51026500000000008 0.10769500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 8 17 -9 12 -12 13 14 -11 16 -13 18 20 -20 21 -5 27 24 -24 26 -26 29 -28 -22
right_child=1 3 -4 4 -6 -7 -8 9 -10 10 11 15 -14 -15 -16 -17 -18 -19 19 -21 22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=-5.6759211906400919e-06 0.00020333593072957066 -7.8658232268935535e-05 -0.00019796135909018629 -0.00010197299497667701 0.00013311838027386163 -7.0959779575629077e-05 0.00010786202914129138 -0.00015288399349868231 0.00017592296519848918 -6.3059858624770791e-05 -0.00027848457658282398 -1.1149768748874033e-05 0.00018292513384093423 -0.00017784466344892281 0.00018924777704700264 -0.00016075579887084052 0.00013075523588486248 -0.00010100902235817873 7.533777199569159e-05 -0.0002373955148505047 9.0997184044717812e-07 0.00023996476309799493 -0.00015618896576496708 0.00025711988425991013 0.00025844986626503264 -0.00011549411471302544 -0.00010963760876620655 -0.00017526430657155637 0.00010342068278640952 -0.00013768224759548069
leaf_weight=196 22 20 20 25 22 23 22 38 28 26 22 216 34 20 33 22 25 29 20 20 2016 29 27 21 36 24 20 21 21 23
leaf_count=196 22 20 20 25 22 23 22 38 28 26 22 216 34 20 33 22 25 29 20 20 2016 29 27 21 36 24 20 21 21 23
internal_value=0 1.74586e-06 -2.34801e-05 2.0754e-07 7.58471e-07 -2.66492e-07 3.10494e-07 -5.35763e-07 2.47719e-06 -1.68444e-05 -3.85572e-06 -3.08869e-05 6.43202e-05 1.3275e-05 7.80614e-05 -1.01753e-05 3.57067e-06 3.94653e-07 1.67156e-06 -8.10289e-05 3.13334e-06 8.16602e-05 1.21371e-06 5.16365e-05 1.79243e-05 6.44695e-05 0.000120562 -2.43337e-06 -5.10191e-07 -6.53354e-07
internal_weight=0 2905 216 2883 2863 2841 2818 2796 2360 436 398 285 113 79 59 263 241 2332 2303 40 2263 54 2209 149 128 101 77 2060 41 2039
internal_count=3121 2905 216 2883 2863 2841 2818 2796 2360 436 398 285 113 79 59 263 241 2332 2303 40 2263 54 2209 149 128 101 77 2060 41 2039
is_linear=0
shrinkage=0.1


Tree=3184
num_leaves=31
num_cat=0
split_feature=1210 1210 1208 1209 132 1203 394 50 16 16 0 399 3 401 16 0 1213 401 1209 1209 401 12 12 1210 3 3 3 160 0 13
split_gain=1.26102e-05 1.5901e-05 1.38937e-05 3.64255e-05 1.34064e-05 0.000366226 0.00016151 6.70615e-05 1.39075e-05 1.90487e-05 1.57501e-05 1.41897e-05 1.77506e-05 1.19275e-05 5.55248e-05 6.69904e-05 4.30251e-05 3.21347e-05 3.12219e-05 8.2022e-05 2.13779e-05 8.21344e-05 0.00014735 4.35941e-05 1.6529e-05 0.000113161 7.97011e-05 5.07644e-05 4.94108e-05 9.41318e-05
threshold=-0.42132499999999995 -0.14310999999999999 0.11846000000000001 0.11495000000000001 -0.083284999999999984 0.089480000000000018 0.12358500000000001 0.10022000000000002 -0.097644999999999996 -0.090054999999999982 -0.087084999999999982 0.08845500000000002 -0.080484999999999987 0.10022000000000002 -0.090054999999999982 -0.085034999999999986 -0.051744999999999992 0.094955000000000025 -0.084519999999999984 -0.069599999999999981 -1.0000000180025095e-35 0.097325000000000009 0.096210000000000004 0.0028200000000000005 -0.082234999999999989 -0.082334999999999978 -0.082094999999999987 0.51262000000000008 0.10455500000000001 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 13 8 -3 -10 -11 12 -12 17 -15 -16 -17 18 -6 -20 21 22 -21 24 25 27 -26 -22 -28 -30
right_child=1 2 -4 -5 6 -7 -8 -9 9 10 11 -13 -14 14 15 16 -18 -19 19 20 23 -23 -24 -25 26 -27 28 -29 29 -31
leaf_value=7.0736736641265451e-05 -7.1831332940247756e-05 7.195344781697108e-05 7.5936742390088829e-05 -0.00013495869163307361 -0.00012343053589574995 0.00042107243193424356 -0.00028454899584176021 -0.000192152462541344 -8.6039040642962961e-05 7.9382981463519783e-05 -9.6490362387460974e-05 3.149469731968481e-05 2.0276463043916487e-05 -0.00013629635014305159 0.00017346464373986238 3.7070787279721906e-05 -0.00012408157851192907 0.0001223996308081868 0.00019882742632208172 2.4933922220952809e-05 8.5616492065367465e-06 5.9568619201998347e-05 -0.00033438076906826437 0.000130872807214753 -0.00018712931171573172 0.00023444848858079323 2.7326504592273062e-07 -0.00014162914121698122 -0.00026869346345847594 1.5356592770591045e-05
leaf_weight=25 31 24 24 20 20 21 20 20 27 24 30 43 23 35 20 37 30 22 21 25 1045 38 21 26 24 22 1332 23 20 28
leaf_count=25 31 24 24 20 20 21 20 20 27 24 30 43 23 35 20 37 30 22 21 25 1045 38 21 26 24 22 1332 23 20 28
internal_value=0 -5.71191e-07 1.49547e-07 -4.48576e-07 4.41925e-07 2.46906e-05 -1.38817e-06 -1.88906e-05 1.37392e-06 -1.01493e-05 6.92593e-06 -1.11883e-05 -4.5818e-05 6.42389e-07 -2.99337e-05 1.28559e-05 -3.5087e-05 2.04107e-06 1.03998e-06 1.98832e-06 4.00911e-07 -4.92267e-05 -0.000139101 2.05516e-06 7.12238e-07 9.95167e-06 -6.46083e-06 5.3272e-06 -3.31876e-06 -0.000102998
internal_weight=0 3096 3065 3041 3021 212 2809 191 171 147 120 96 53 2789 122 87 67 2667 2645 2625 2604 84 46 2520 2494 1090 1404 1068 1380 48
internal_count=3121 3096 3065 3041 3021 212 2809 191 171 147 120 96 53 2789 122 87 67 2667 2645 2625 2604 84 46 2520 2494 1090 1404 1068 1380 48
is_linear=0
shrinkage=0.1


Tree=3185
num_leaves=31
num_cat=0
split_feature=130 40 42 132 393 1203 0 132 2 132 1429 156 11 52 1428 475 16 154 1456 1429 158 12 9 33 9 160 160 160 16 133
split_gain=1.27139e-05 2.0963e-05 1.95743e-05 1.6301e-05 8.60791e-05 8.22751e-05 1.42661e-05 1.97727e-05 4.14797e-05 2.58734e-05 1.19322e-05 3.46212e-05 1.366e-05 4.83519e-05 2.10834e-05 5.37806e-05 7.54896e-05 1.4444e-05 1.50897e-05 2.24765e-05 1.57561e-05 3.89417e-05 4.92096e-05 5.72606e-05 3.78785e-05 1.73105e-05 7.01549e-05 4.20756e-05 4.39426e-05 9.9663e-05
threshold=-0.23123999999999997 -0.24290999999999999 0.15432000000000004 -0.083449999999999983 0.12679500000000002 0.089480000000000018 -0.072269999999999987 -0.41094499999999995 0.097385000000000013 -0.21736499999999997 -0.23752499999999996 0.32523500000000005 0.095720000000000013 -0.090859999999999982 -0.071779999999999997 0.055635000000000011 0.40737000000000007 0.084190000000000001 0.11510000000000002 0.11023000000000001 0.13634500000000002 0.12757000000000002 0.092890000000000014 -0.012019999999999998 0.085555000000000006 -0.090484999999999996 -0.088854999999999976 -0.15135499999999999 -0.015314999999999997 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 10 6 7 8 -3 -9 -5 12 14 -14 -12 17 -17 18 19 20 21 22 23 -16 25 27 -27 -25 -29 -30
right_child=1 2 -4 4 -6 -7 -8 9 -10 -11 11 -13 13 -15 15 16 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=7.4074668404848691e-05 -0.00010259806222165935 -2.3374651881078116e-05 9.4101450982138487e-05 -7.7058002352714547e-05 0.0001984834492428821 -0.00022027246450306848 -7.0734354667365549e-05 -9.9434317787105601e-05 0.00016818109936139083 9.17813509052697e-06 -9.2802482625605398e-05 0.00013155671302229167 -0.00016466012287062108 2.6730085003443744e-05 -0.00015790253414509252 1.2649548322466825e-06 0.0002484706757102339 -8.3222943448206586e-05 6.1781204735430388e-05 -7.8269695930774453e-05 8.449590459349566e-05 -0.00013002595900932489 0.00012799571924460907 -1.1423131326086212e-06 0.00012563283247194097 -0.00018197553257447328 -2.4252111027940086e-06 7.3741962553884943e-06 3.1353433394756663e-05 0.00031267919839592654
leaf_weight=23 20 26 22 20 22 20 30 29 20 90 24 20 22 33 23 30 21 21 39 37 22 23 30 295 24 22 2006 53 34 20
leaf_count=23 20 26 22 20 22 20 30 29 20 90 24 20 22 33 23 30 21 21 39 37 22 23 30 295 24 22 2006 53 34 20
internal_value=0 -5.49936e-07 1.13145e-07 -5.63473e-07 1.44568e-06 -2.71124e-05 -7.30109e-06 4.23223e-06 5.99105e-05 -1.72904e-05 -9.20349e-08 4.57918e-07 -4.85578e-07 -4.9826e-05 5.1065e-07 1.3401e-06 0.000103056 -6.18182e-07 4.19018e-08 -8.88122e-07 2.33789e-07 -4.98925e-07 6.89396e-07 -8.52465e-07 6.1948e-07 -6.1522e-07 -4.373e-06 1.83419e-05 7.20601e-05 0.000135548
internal_weight=0 3098 3078 3056 2841 215 195 165 46 119 2819 2799 2779 55 2724 2700 51 2649 2628 2589 2552 2530 2507 2477 2454 2430 2028 402 107 54
internal_count=3121 3098 3078 3056 2841 215 195 165 46 119 2819 2799 2779 55 2724 2700 51 2649 2628 2589 2552 2530 2507 2477 2454 2430 2028 402 107 54
is_linear=0
shrinkage=0.1


Tree=3186
num_leaves=31
num_cat=0
split_feature=472 1429 1429 132 50 393 1203 15 480 43 52 2 16 130 40 15 15 16 1213 3 16 12 4 3 131 1212 1212 402 133 15
split_gain=1.35762e-05 2.42888e-05 1.34472e-05 1.27395e-05 0.000378083 0.000159442 7.19314e-05 1.28133e-05 3.72278e-05 3.36867e-05 5.67747e-05 3.06119e-05 2.53678e-05 1.92018e-05 2.89533e-05 1.55683e-05 2.30091e-05 0.000125631 2.24926e-05 6.37657e-05 6.23531e-05 9.48341e-05 6.43219e-05 2.62639e-05 2.33104e-05 4.27541e-05 4.65567e-05 4.83379e-05 3.05412e-05 2.11145e-05
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.083284999999999984 0.10022000000000002 0.12679500000000002 0.089480000000000018 0.12044500000000001 0.11704500000000002 -0.072269999999999987 0.17829500000000004 0.10005000000000001 0.0028900000000000006 -0.22562499999999999 -0.15892999999999999 0.11728000000000001 0.11171000000000002 -0.039889999999999988 0.086260000000000017 -0.076234999999999983 -0.082779999999999979 0.086915000000000006 -0.080584999999999976 -0.082094999999999987 0.13612500000000002 0.11796000000000001 0.10242000000000001 -0.45015499999999992 0.50628500000000021 0.101845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 7 -4 8 13 10 -9 -11 -13 -5 -15 16 18 -18 24 20 22 -22 -20 -23 25 26 27 -16 29 -29
right_child=1 2 3 5 -6 -7 -8 9 -10 11 -12 12 -14 14 15 -17 17 -19 19 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-7.492149500952413e-05 0.00010296195611337445 -7.3227545522968292e-05 1.9448918018107567e-06 -8.6875846085604285e-05 0.00043795414989290294 -0.00028271806337215821 -0.00019824521949431074 -3.2696152629796418e-08 -0.00011988984644211508 -9.4456970044929126e-05 0.00022103745348951115 -4.4931465942811759e-05 0.00010046406854858756 0.00011541841926042583 -0.00013342991305762553 6.5525352187655199e-05 -0.00023581430641570478 7.114314923152657e-05 -0.0002073932358620195 0.00018771257615905296 0.0002148093798626048 5.8076490167877639e-05 1.5199854961418381e-05 -0.00010204406405266907 9.2502731534365855e-05 -0.00013022894930215373 0.00012688838853916554 -1.1090753540821129e-06 0.00011097784101442206 -7.3535291750620062e-05
leaf_weight=24 23 25 175 25 20 20 20 26 26 27 21 21 28 22 28 36 24 30 21 24 28 20 34 21 26 26 28 2207 24 41
leaf_count=24 23 25 175 25 20 20 20 26 26 27 21 21 28 22 28 36 24 30 21 24 28 20 34 21 26 26 28 2207 24 41
internal_value=0 5.80604e-07 -1.85424e-07 4.13478e-07 2.38816e-05 -1.36692e-06 -1.85874e-05 6.32737e-07 -8.09926e-07 3.21954e-05 9.87433e-05 -8.95928e-06 3.81517e-05 3.5183e-07 1.17785e-06 2.17845e-07 -6.92717e-07 -6.52824e-05 6.86967e-07 3.85129e-05 9.63552e-06 7.29459e-05 -6.97902e-05 -2.39365e-05 -1.66523e-06 -2.70532e-06 -1.28109e-06 -2.84141e-06 -1.23205e-06 -2.43002e-06
internal_weight=0 3097 3074 3049 215 2834 195 2814 2691 123 47 76 49 2665 2640 2618 2582 54 2528 148 124 69 55 41 2380 2354 2328 2300 2272 2248
internal_count=3121 3097 3074 3049 215 2834 195 2814 2691 123 47 76 49 2665 2640 2618 2582 54 2528 148 124 69 55 41 2380 2354 2328 2300 2272 2248
is_linear=0
shrinkage=0.1


Tree=3187
num_leaves=31
num_cat=0
split_feature=130 1 1373 150 1374 447 147 151 457 1375 1366 457 4 150 1375 2 1375 457 474 2 157 1446 474 474 49 0 2 1429 1429 1429
split_gain=1.27646e-05 2.05365e-05 1.37576e-05 3.52555e-05 2.50729e-05 1.38357e-05 2.11503e-05 9.32861e-05 1.62368e-05 2.07709e-05 2.22598e-05 2.0852e-05 4.36958e-05 4.74839e-05 2.38045e-05 8.97406e-05 2.77963e-05 2.02579e-05 2.45443e-05 4.74939e-05 2.63618e-05 2.49378e-05 3.70415e-05 0.000107743 7.96647e-05 4.00474e-05 3.46956e-05 3.04561e-05 5.29559e-05 4.32719e-05
threshold=-0.23123999999999997 0.16540500000000002 -1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.10121000000000001 0.093875000000000014 -0.080454999999999985 0.10259500000000001 -0.085004999999999983 -0.087024999999999977 -0.08798499999999998 1.0000000180025095e-35 0.090480000000000019 0.084665000000000018 0.090935000000000016 0.083945000000000006 -0.085584999999999981 0.10716000000000002 0.11067500000000001 -0.060134999999999994 0.11655500000000001 0.087745000000000017 0.085860000000000006 0.08610000000000001 0.024095000000000002 0.073895000000000002 -0.086994999999999989 -0.15262499999999998 -0.067934999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 -8 9 -6 -11 12 13 -12 16 -16 17 -13 21 20 -20 22 23 27 25 26 -24 28 -19 -29
right_child=1 -3 3 -5 5 -7 7 -9 -10 10 11 14 -14 -15 15 -17 -18 18 19 -21 -22 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=7.4222073548615151e-05 -7.3667535936692728e-05 -8.7383125099694127e-05 -0.00010648607746010055 0.00012415870151016861 8.3196556734037595e-05 7.7922062305531099e-05 -0.00023171690932940691 4.709913970145863e-05 7.5618849154250652e-05 0.00010468429332831874 6.9704716667262328e-05 8.9622690895339478e-05 -0.0001522469502430925 -0.00011090096195403021 0.00019509615969862072 -8.2841265663903747e-05 -0.00011547295809058206 -2.6581368625297081e-05 -0.00020616274913663803 6.1273027677088981e-05 -4.9183215330982503e-05 -8.3152235092711648e-05 6.8170699508603635e-05 -0.00020737452580578977 0.00019116032773354165 0.00013178199333196972 -8.0713922519256215e-05 -0.00011569898369998555 0.00019799411012129333 1.3769035012065111e-06
leaf_weight=23 25 27 22 23 30 23 20 30 29 20 37 25 28 24 26 21 21 21 20 21 23 35 24 25 32 20 45 32 21 2348
leaf_count=23 25 27 22 23 30 23 20 30 29 20 37 25 28 24 26 21 21 21 20 21 23 35 24 25 32 20 45 32 21 2348
internal_value=0 -5.51038e-07 2.12383e-07 8.18752e-07 -1.1966e-07 6.601e-07 6.33829e-08 -6.44273e-05 1.16466e-06 4.19859e-07 -4.45704e-07 -1.18372e-06 -4.88254e-05 -1.35326e-06 3.52555e-07 7.09114e-05 -8.69805e-07 2.42016e-08 -8.15679e-07 -6.19959e-05 -0.000122197 6.88559e-07 1.83125e-06 -8.39433e-07 5.58408e-05 7.18663e-06 -2.8928e-05 1.29243e-06 8.57064e-05 -1.97226e-07
internal_weight=0 3098 3071 3046 3023 3001 2978 50 2928 2899 2869 2849 89 61 2760 47 2713 2692 2667 64 43 2603 2568 2447 121 89 69 2422 42 2380
internal_count=3121 3098 3071 3046 3023 3001 2978 50 2928 2899 2869 2849 89 61 2760 47 2713 2692 2667 64 43 2603 2568 2447 121 89 69 2422 42 2380
is_linear=0
shrinkage=0.1


Tree=3188
num_leaves=31
num_cat=0
split_feature=1429 472 1428 1419 157 1419 1420 1455 1447 1455 1455 1456 51 2 474 473 482 483 0 12 483 4 11 33 1 1 33 10 16 1
split_gain=1.3601e-05 3.78332e-05 2.79762e-05 2.26328e-05 5.44155e-05 1.72662e-05 2.55259e-05 1.36958e-05 3.99889e-05 2.91444e-05 2.68624e-05 2.10438e-05 1.95939e-05 9.78082e-05 2.87819e-05 1.80461e-05 1.72336e-05 3.50913e-05 8.20025e-05 7.09578e-05 4.43961e-05 2.05152e-05 2.31786e-05 3.02583e-05 1.95477e-05 4.08599e-05 2.09467e-05 5.07125e-05 0.000401077 2.19018e-05
threshold=0.12521000000000002 -0.38234499999999999 0.094820000000000015 0.089400000000000021 -0.06482499999999998 0.086505000000000012 -0.085109999999999991 -0.092919999999999989 -0.082229999999999984 -0.088559999999999986 -0.037084999999999993 0.12676500000000004 -0.44986999999999994 0.11093500000000002 -0.25711499999999993 0.080835000000000004 0.11191500000000001 0.098395000000000024 -0.080434999999999993 0.23631000000000002 0.095980000000000024 0.62931500000000018 -0.011194999999999998 -0.012019999999999998 0.15618500000000002 0.14754500000000001 0.085305000000000006 -0.0093599999999999985 -0.056919999999999991 0.13686500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 8 -8 -9 -11 12 13 -12 -14 16 17 19 -19 20 21 22 -16 -24 25 26 27 28 -25 -29
right_child=-2 2 -4 4 -6 -7 7 9 -10 10 11 -13 14 -15 15 -17 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=-0.00013120121147949248 8.2200345859746447e-05 -0.00010752805465017446 8.8040855977548449e-05 4.7436403262205812e-05 -0.00015458239198778758 7.8684288291697163e-05 0.00015517058173744854 -0.00011777105270690906 -1.4240675591281616e-05 8.7535925124809314e-05 -0.00023013145837467164 -9.8033185415922418e-05 0.00012074767012563825 6.6562641382915898e-05 9.5121653416404466e-05 -8.9856501546653995e-05 -8.5114879750661845e-05 -9.8031183236943018e-06 0.00022610757644187012 -0.00018760677048703658 0.00014292855618019861 -8.6442422859060264e-05 -0.0001139569953248492 -0.00012088934273452724 -8.6717583006247883e-05 0.00014450850625962632 -7.8139589045762977e-05 1.0979871560211592e-06 0.00039161378123166152 -6.7146318277385347e-05
leaf_weight=22 20 22 36 24 30 28 22 21 38 35 20 22 20 25 26 22 23 41 23 20 22 27 23 37 25 20 33 2320 26 48
leaf_count=22 20 22 36 24 30 28 22 21 38 35 20 22 20 25 26 22 23 41 23 20 22 27 23 37 25 20 33 2320 26 48
internal_value=0 -5.30163e-07 4.03505e-07 -6.33282e-07 -6.47963e-05 5.25902e-07 -2.13185e-07 5.90125e-07 4.78768e-05 -3.95356e-07 4.67097e-07 -6.12397e-07 1.52779e-07 -6.53014e-05 1.22152e-06 3.47787e-07 1.07899e-06 1.81569e-06 7.49773e-05 3.33016e-08 1.47281e-06 2.68932e-07 1.18418e-06 2.19579e-07 1.26624e-06 2.15174e-06 9.96247e-07 2.07049e-06 9.06199e-05 -2.85343e-07
internal_weight=0 3101 3079 3043 54 2989 2961 2939 60 2879 2858 2823 2801 45 2756 2736 2714 2691 64 2627 2607 2585 2558 2532 2509 2484 2464 2431 63 2368
internal_count=3121 3101 3079 3043 54 2989 2961 2939 60 2879 2858 2823 2801 45 2756 2736 2714 2691 64 2627 2607 2585 2558 2532 2509 2484 2464 2431 63 2368
is_linear=0
shrinkage=0.1


Tree=3189
num_leaves=31
num_cat=0
split_feature=33 9 16 15 41 41 3 52 15 160 484 484 2 15 159 482 1 484 159 42 1 159 481 481 484 1456 1456 42 403 403
split_gain=1.49092e-05 2.03894e-05 6.41023e-05 1.7306e-05 1.4938e-05 6.00086e-05 2.04986e-05 1.58204e-05 1.44128e-05 1.87575e-05 7.35059e-05 7.55931e-05 2.8188e-05 4.28552e-05 2.4167e-05 6.52378e-05 5.53882e-05 4.20556e-05 5.30593e-05 4.82941e-05 9.64912e-05 3.77683e-05 3.18949e-05 3.4516e-05 0.000188029 3.07962e-05 4.64948e-05 0.000125397 7.24904e-05 3.59387e-05
threshold=-0.044254999999999996 0.088235000000000022 -0.059624999999999991 -0.41942499999999994 0.086565000000000017 0.091290000000000024 -0.52915999999999996 -1.0000000180025095e-35 0.23208000000000004 0.11055500000000001 0.056480000000000009 -1.0000000180025095e-35 0.09358000000000001 -0.010414999999999999 0.10407500000000001 0.089605000000000018 0.13332000000000002 0.095930000000000015 0.10668000000000001 0.091545000000000015 0.086720000000000005 0.099035000000000026 -0.15265499999999996 -0.086484999999999992 -0.081614999999999979 0.11510000000000002 0.085790000000000019 0.088060000000000013 -0.55327499999999985 -0.54856499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 -2 -7 9 14 11 12 13 -11 21 16 17 18 -16 20 -20 22 -8 24 -24 26 28 -28 -25 -30
right_child=1 2 -4 -5 5 7 8 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=8.2031365207058118e-05 -9.9054128267674806e-05 -4.3423510076189857e-05 -0.00018579682758475732 8.6553136869724765e-05 0.00018423333795825866 6.5196403357688169e-05 -0.00012543684337742888 -3.9918520956739993e-05 7.4221311066279526e-05 -0.00013785695751501021 0.00014091451438227005 -0.0001870484553780573 5.1432117853485249e-05 2.0985005830880256e-05 0.00019504226418212058 -8.433850216533757e-05 0.00022052327440178488 -8.4241310204643855e-05 9.7437044079866136e-05 0.00014738325286695424 -0.00016378731088479982 -0.0001014296239166445 -7.1453806078587215e-05 0.00018616625110596597 0.00032182571954763261 0.00011743375057862563 5.0192812045294231e-06 -0.00026221153105143458 -0.00012767047135804949 7.5190371896373216e-07
leaf_weight=22 21 21 24 20 22 21 20 45 26 33 21 35 38 35 25 36 20 22 31 24 26 37 31 21 20 22 59 25 22 2296
leaf_count=22 21 21 24 20 22 21 20 45 26 33 21 35 38 35 25 36 20 22 31 24 26 37 31 21 20 22 59 25 22 2296
internal_value=0 -5.82339e-07 -5.59993e-05 1.99797e-05 6.04907e-07 4.12037e-05 -6.0782e-07 -6.47286e-06 9.89743e-08 -5.658e-07 -3.36289e-05 -5.96247e-05 -1.75508e-05 -5.61001e-05 1.39117e-06 3.6393e-05 6.57601e-05 4.15783e-05 6.76918e-05 2.83861e-05 -2.17179e-05 -1.13149e-06 3.43487e-07 1.35134e-06 8.27735e-05 -3.47033e-07 -1.41644e-06 -7.45137e-05 1.20868e-06 -4.66945e-07
internal_weight=0 3099 65 41 3034 88 2946 66 2925 2899 162 141 106 68 2737 184 148 128 106 81 57 2553 2516 2496 51 2445 2423 84 2339 2318
internal_count=3121 3099 65 41 3034 88 2946 66 2925 2899 162 141 106 68 2737 184 148 128 106 81 57 2553 2516 2496 51 2445 2423 84 2339 2318
is_linear=0
shrinkage=0.1


Tree=3190
num_leaves=31
num_cat=0
split_feature=40 130 121 1429 156 1429 1186 1186 130 0 129 394 1211 50 12 1186 4 12 393 130 129 2 1211 124 150 1 49 3 403 403
split_gain=1.29815e-05 3.88456e-05 3.8658e-05 1.19007e-05 3.46375e-05 1.47618e-05 1.24742e-05 9.19962e-05 8.09579e-05 2.78909e-05 2.31072e-05 2.47269e-05 1.55341e-05 5.999e-05 4.71948e-05 3.50716e-05 2.84596e-05 2.8373e-05 2.54801e-05 1.81461e-05 1.67866e-05 1.46485e-05 1.39114e-05 1.44945e-05 2.61e-05 3.49437e-05 2.82379e-05 1.80483e-05 0.000228764 8.23396e-05
threshold=-0.24620999999999996 -0.22699999999999995 -0.081149999999999986 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.062435000000000011 1.0000000180025095e-35 -0.0048749999999999991 -0.087974999999999984 -0.077709999999999987 -0.091729999999999992 0.087635000000000005 0.096900000000000014 0.087830000000000005 -0.10142499999999997 -0.07533999999999999 0.089795000000000014 0.10358500000000001 -0.0062849999999999989 0.094360000000000013 0.084885000000000002 0.078255000000000005 -0.084644999999999984 0.086845000000000019 0.099660000000000012 -0.0020949999999999996 -0.085784999999999986 -0.5335399999999999 -0.54856499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 10 9 -8 -7 -12 15 14 -14 -13 17 -16 19 20 21 -17 23 24 25 -21 -27 28 -25 -29
right_child=1 2 3 4 -6 6 8 -9 -10 -11 11 12 13 -15 16 18 -18 -19 -20 22 -22 -23 -24 27 -26 26 -28 29 -30 -31
leaf_value=8.0306721838496745e-05 -0.00013292572707128289 0.00011339026710629696 -7.3966066106963399e-05 -7.202433691167369e-05 0.00013101446471409871 -0.00010278362589650153 -5.3332514517023812e-05 0.00021452591056004167 -0.00021428050735266882 7.4977111014757415e-05 8.486590810635416e-05 -0.00012834210296701218 9.5637290089923362e-05 0.00016865154439773717 -2.2632993932347745e-06 -6.2200967416477704e-05 3.4816381776181517e-05 -0.00015940966358930046 0.00010815517009524186 0.00013871546411378818 -0.00012691843987254072 4.6257429930847143e-05 -7.6800454068385685e-05 0.00034461989278497643 -6.8343045937321485e-05 -6.6185267281037313e-05 6.4894179688833128e-05 -0.0001532651248118399 1.7248805423597899e-06 -4.3678503082324689e-06
leaf_weight=20 22 30 22 29 20 22 32 20 20 36 34 22 35 26 20 33 28 27 21 33 21 20 24 20 21 27 42 38 716 1640
leaf_count=20 22 30 22 29 20 22 32 20 20 36 34 22 35 26 20 33 28 27 21 33 21 20 24 20 21 27 42 38 716 1640
internal_value=0 -5.1794e-07 4.28137e-07 -6.8333e-07 -1.50717e-07 -1.02312e-06 -3.31701e-07 7.97671e-07 -3.74213e-05 1.45961e-05 -6.91724e-07 9.69072e-08 -9.2731e-07 3.20425e-05 -2.46937e-07 -2.60165e-06 -4.49929e-05 -9.25389e-05 -1.56013e-06 -2.43452e-06 -5.12537e-05 -2.12733e-05 -1.02389e-06 -3.07047e-07 3.31785e-05 5.408e-05 1.36022e-05 -2.01323e-06 1.10427e-05 -7.73978e-06
internal_weight=0 3101 3079 3049 3027 3007 2978 2890 88 68 2870 2848 2814 136 110 2678 75 47 2656 2635 74 53 2561 2537 123 102 69 2414 736 1678
internal_count=3121 3101 3079 3049 3027 3007 2978 2890 88 68 2870 2848 2814 136 110 2678 75 47 2656 2635 74 53 2561 2537 123 102 69 2414 736 1678
is_linear=0
shrinkage=0.1


Tree=3191
num_leaves=31
num_cat=0
split_feature=130 40 4 33 9 3 52 52 3 52 42 1213 399 132 1185 133 13 1 43 2 43 4 403 0 1452 42 2 2 159 52
split_gain=1.38988e-05 1.6533e-05 1.80613e-05 1.56771e-05 2.45599e-05 6.48629e-05 1.43895e-05 6.19906e-05 0.000163248 9.9861e-05 7.73399e-05 5.22136e-05 4.95463e-05 0.000672638 5.89907e-05 4.68597e-05 3.99442e-05 4.95206e-05 3.96727e-05 8.31986e-05 6.92676e-05 5.10454e-05 8.80348e-05 8.4922e-05 6.17862e-05 9.00072e-05 5.33924e-05 0.000134976 0.000103779 7.4214e-05
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.044254999999999996 0.088235000000000022 -0.13309499999999996 0.091275000000000009 0.10160000000000001 -0.070649999999999977 0.10611000000000001 0.088795000000000013 0.085435000000000025 0.091580000000000009 -0.083284999999999984 -0.083264999999999992 -0.082724999999999979 -0.097224999999999992 0.077845000000000011 -0.082389999999999977 0.086590000000000014 -0.080554999999999974 -0.072334999999999997 -0.085534999999999986 -0.07384499999999998 0.10052000000000001 0.099210000000000007 0.091545000000000015 0.096540000000000015 -0.10296999999999999 0.51734000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 12 8 10 -9 15 16 14 -14 -5 -8 17 -11 19 -18 -20 22 -22 -24 25 26 28 -28 29 -23
right_child=1 2 -4 4 5 -7 7 9 -10 11 -12 -13 13 -15 -16 -17 18 -19 20 -21 21 24 23 -25 -26 -27 27 -29 -30 -31
leaf_value=7.7449564006478209e-05 -9.1201374743832275e-05 8.5370606553797617e-05 7.8559120447607716e-05 -0.00015447622511904533 4.9874143733177342e-05 -0.00016992498642829214 -6.4309618742468215e-05 0.00016144890841031964 -0.00034028332282105118 0.00018526876822306805 -0.00017259883132646791 -0.00014112117376122304 0.00041422534849171546 -0.00032890868103658297 3.1454104807043417e-06 0.00010996602295815844 0.00019985613686731085 -1.0484918552070408e-05 -0.00018981374403665541 -7.6709909583715835e-06 0.00023360901923297206 0.00011526043792302418 8.3640760198920217e-05 -0.00015981460092007183 -0.00020864964317297564 -0.00017151961107239393 0.00027408352054242806 -1.2479698570342198e-05 -0.00019827410440249822 -0.00011052780967778139
leaf_weight=23 20 21 29 24 25 29 27 36 20 24 25 29 29 21 2225 36 25 28 25 85 20 37 38 23 20 35 22 65 31 24
leaf_count=23 20 21 29 24 25 29 27 36 20 24 25 29 29 21 2225 36 25 28 25 85 20 37 38 23 20 35 22 65 31 24
internal_value=0 -5.75007e-07 1.38582e-08 -7.33211e-07 -1.33036e-06 -6.81661e-05 -1.16803e-07 -1.2954e-05 -8.23909e-05 2.72112e-07 -2.3779e-05 -1.06551e-05 3.65227e-06 0.000102109 1.46337e-06 3.52765e-05 -3.11824e-06 7.98629e-05 -1.27072e-05 3.94943e-05 -2.95959e-05 -1.68802e-05 5.15407e-05 -8.15388e-06 -4.05643e-05 -2.48554e-05 3.82195e-06 5.99846e-05 -4.92884e-05 2.64257e-05
internal_weight=0 3098 3078 3049 3028 54 2974 675 108 567 88 531 2299 50 2249 63 502 52 450 110 340 315 81 61 234 214 179 87 92 61
internal_count=3121 3098 3078 3049 3028 54 2974 675 108 567 88 531 2299 50 2249 63 502 52 450 110 340 315 81 61 234 214 179 87 92 61
is_linear=0
shrinkage=0.1


Tree=3192
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 400 399 3 50 13 132 156 474 40 130 12 0 42 42 42 16 16 12 4 1452 0 52 0 133 52 133
split_gain=1.6512e-05 0.000100905 5.18989e-05 2.68444e-05 1.69918e-05 1.98484e-05 2.61967e-05 1.61223e-05 1.3889e-05 3.72637e-05 1.29792e-05 2.06234e-05 1.22555e-05 3.48696e-05 3.65682e-05 5.52514e-05 2.5512e-05 3.15013e-05 2.49144e-05 1.86788e-05 4.10123e-05 0.000117439 3.93477e-05 2.91897e-05 2.9387e-05 5.74867e-05 0.00011617 5.6217e-05 5.16976e-05 4.38651e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.10645500000000001 0.088015000000000024 -0.087044999999999983 0.09227500000000001 -0.016469999999999995 -0.41094499999999995 0.3248100000000001 0.11381000000000001 -0.24620999999999996 -0.22699999999999995 0.13043000000000002 -0.040504999999999992 0.12961500000000001 0.12181500000000002 0.11934000000000002 0.071345000000000006 0.22339500000000004 0.092855000000000007 -0.51843499999999987 -0.073879999999999987 -0.070154999999999981 0.024145000000000003 -0.063634999999999983 0.111585 0.10263500000000002 0.51114000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -7 8 -1 -10 11 12 -3 -14 16 -16 17 18 19 23 21 -21 -22 -15 29 27 -27 -26 -28 -25
right_child=1 10 -4 -5 -6 6 -8 -9 9 -11 -12 -13 13 14 15 -17 -18 -19 -20 20 22 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=6.7875060110587782e-05 0.00022042054167416481 7.8023164605838259e-05 -0.00016201133385766297 -0.00011592651190724047 -8.3087463499396117e-05 -7.1756389760676859e-06 0.00014545941578588732 -8.4549519273092631e-05 7.6835051178932191e-05 -8.3015606464219424e-05 -7.4400718870532253e-05 7.3242440561070685e-05 -0.00012593603942977181 0.00012397928254358702 0.00020855714634914572 -9.527052260147265e-06 -0.00011084431663177731 0.00011633537556601528 -0.00010055837879190222 -2.2367174389070531e-05 0.00012484382216074584 -0.0002839335303135505 -1.014637186965495e-05 6.7972894514984605e-07 1.8873420463955059e-05 0.000236145468079485 0.00014486888638044626 -0.00014197852206416429 -3.3671823457036062e-05 -8.6251279390126009e-05
leaf_weight=29 21 20 25 21 20 22 23 22 25 35 23 39 22 20 21 26 21 23 25 94 23 21 353 1782 166 36 23 25 55 60
leaf_count=29 21 20 25 21 20 22 23 22 25 35 23 39 22 20 21 26 21 23 25 94 23 21 353 1782 166 36 23 25 55 60
internal_value=0 2.01282e-06 -2.62845e-05 -9.06034e-06 3.69074e-06 1.48162e-05 7.08378e-05 -7.89534e-06 1.10529e-05 -1.64112e-05 4.19156e-07 1.02191e-06 2.16947e-08 -5.36256e-07 4.58263e-07 8.79148e-05 -1.04906e-06 -1.96986e-07 -1.19596e-06 -2.61399e-07 -1.78725e-05 -7.01315e-05 -1.88899e-06 3.72893e-06 2.60875e-06 3.136e-05 8.7555e-05 -2.1805e-06 1.89748e-05 -2.1519e-06
internal_weight=0 2899 222 197 176 156 45 111 89 60 2878 2855 2816 2796 2774 47 2727 2706 2683 2658 491 115 376 2167 2147 305 114 191 78 1842
internal_count=3121 2899 222 197 176 156 45 111 89 60 2878 2855 2816 2796 2774 47 2727 2706 2683 2658 491 115 376 2167 2147 305 114 191 78 1842
is_linear=0
shrinkage=0.1


Tree=3193
num_leaves=31
num_cat=0
split_feature=130 158 1212 484 1 1455 12 158 42 2 158 3 1452 160 1213 2 1213 42 1447 1447 42 160 1447 1447 479 1456 1375 160 4 15
split_gain=1.43699e-05 1.82778e-05 7.31265e-05 5.25889e-05 0.000109429 3.19571e-05 3.49364e-05 2.77774e-05 8.97639e-05 3.10519e-05 5.64437e-05 2.58248e-05 2.49679e-05 2.19664e-05 1.76727e-05 4.37679e-05 3.86732e-05 3.24448e-05 1.99808e-05 0.000135111 7.52111e-05 3.323e-05 2.83537e-05 3.35096e-05 3.75301e-05 2.59759e-05 2.63841e-05 3.05927e-05 0.000123605 5.63128e-05
threshold=-0.23123999999999997 0.10380000000000002 0.087615000000000012 0.096675000000000011 0.11751000000000002 0.084965000000000027 0.097325000000000009 0.086290000000000019 0.088200000000000014 0.083215000000000011 0.096590000000000023 -0.086554999999999979 -1.0000000180025095e-35 0.0030550000000000004 -0.24064499999999997 0.092235000000000025 -0.15413999999999997 0.08733500000000001 -0.086424999999999988 -0.085804999999999979 0.087665000000000007 -0.090764999999999985 -0.083354999999999985 -0.081174999999999983 0.10713500000000002 0.11510000000000002 0.10380000000000002 0.11205000000000002 1.0000000180025095e-35 -0.011859999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 5 6 11 12 9 -9 -11 -3 -2 -13 15 17 -16 -14 20 -20 21 -18 -21 -24 25 26 27 -25 29 -29
right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 -12 13 14 -15 16 -17 18 -19 19 22 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=7.8751077201203497e-05 -0.00011196577775990591 9.3183227188462669e-05 -0.00018628910550153076 0.00012178748885937105 -0.00022527389516350618 0.00010671144520109431 -0.00012570388517696817 8.5618345457305631e-05 0.00021706356562208384 3.7795411268101511e-05 -0.00015284615458222107 -9.301548296934925e-05 -6.2907053870731036e-05 4.7589493478881193e-05 0.00012075460047829741 -0.00014720746923038469 -0.00010900521869882056 7.6658352871515587e-05 -0.00025999210543886875 9.7586247090172647e-05 0.00021227729554257601 4.633727236068808e-05 -0.00012600194411875455 -2.2878003011967629e-06 0.00012036555193704911 0.00010536074304305342 -0.00010361460187414197 -0.00015954141861584503 0.00024283518607262522 6.7659096384886655e-05
leaf_weight=23 20 27 26 27 24 26 23 32 25 41 25 25 36 20 27 28 21 31 20 30 21 40 21 2339 26 23 25 20 25 24
leaf_count=23 20 27 26 27 24 26 23 32 25 41 25 25 36 20 27 28 21 31 20 30 21 40 21 2339 26 23 25 20 25 24
internal_value=0 -5.84661e-07 -2.99807e-05 -6.35263e-06 -3.02132e-05 8.47651e-06 -1.84088e-05 1.42238e-06 4.79255e-05 4.77801e-06 -3.44173e-05 1.5866e-05 -6.37359e-07 -3.05244e-05 1.70247e-07 -4.22111e-05 1.68273e-06 1.66799e-06 4.62638e-07 -1.09798e-06 4.90513e-05 -7.14129e-06 9.46185e-07 -2.12105e-07 8.52192e-07 -4.13014e-07 -1.41293e-06 -3.51867e-07 6.52735e-05 -3.56139e-05
internal_weight=0 3098 198 172 145 121 95 2900 123 98 66 72 2777 45 2757 95 2662 67 2635 2553 82 61 2533 2503 2482 2456 2433 2408 69 44
internal_count=3121 3098 198 172 145 121 95 2900 123 98 66 72 2777 45 2757 95 2662 67 2635 2553 82 61 2533 2503 2482 2456 2433 2408 69 44
is_linear=0
shrinkage=0.1


Tree=3194
num_leaves=31
num_cat=0
split_feature=132 394 15 1204 15 0 2 13 1208 1208 1210 3 403 0 403 131 131 15 160 479 43 160 130 130 474 471 479 160 2 43
split_gain=1.38859e-05 9.10691e-05 4.18485e-05 2.23225e-05 4.53365e-05 4.32678e-05 1.74243e-05 2.43489e-05 1.21257e-05 4.30655e-05 1.95852e-05 0.000114628 1.62608e-05 6.66976e-05 2.77252e-05 1.23107e-05 1.61589e-05 1.53671e-05 5.23933e-05 3.93553e-05 3.22783e-05 3.53614e-05 2.26756e-05 4.82049e-05 1.72806e-05 2.84087e-05 1.72198e-05 2.56833e-05 0.00016876 0.000120377
threshold=-0.083174999999999985 0.11233000000000001 0.092400000000000024 -0.082274999999999987 0.084510000000000016 -0.084804999999999978 0.10467500000000002 -0.015874999999999997 0.11846000000000001 0.10480500000000002 -0.13847499999999999 -0.082404999999999992 -0.5341999999999999 -0.086234999999999992 -0.52641999999999989 0.13834500000000002 0.13052000000000002 0.12044500000000001 -0.11201999999999999 0.11327500000000001 -0.095049999999999982 0.022560000000000004 -0.22562499999999999 -0.11198999999999999 -0.26322499999999993 -0.086614999999999984 0.10244000000000002 -0.53908999999999996 0.083995000000000014 -0.077319999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 5 6 -1 7 -5 9 10 11 -2 13 -12 -14 16 17 19 -19 22 -20 -22 -16 -24 -25 -26 27 28 -27 -30
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 12 -13 14 -15 15 -17 -18 18 20 -21 21 -23 23 24 25 26 -28 -29 29 -31
leaf_value=1.0200253374468377e-06 0.00019830233525551324 0.00021449669417279439 -0.00014598223554639845 -0.0001170655308534926 0.00013133874844815753 -0.00016636570988972065 4.6157620136000336e-05 5.2326908988151249e-06 7.1151845986605622e-05 -0.00012146719241643261 7.4120740533717682e-05 -0.0001029893733452216 0.00011535286293586804 -0.00016549071369809099 -0.00010393290282254817 7.8171554705477333e-05 -9.0126417671854145e-05 0.0001785088247007003 0.00011495473552800139 -0.00014128415161394515 2.5041275233995883e-05 -0.00011482532458363235 0.00015504326955124271 -7.3841020616782776e-05 0.00011324742028426211 -0.00024546947717116662 9.1505992240854543e-05 1.0390820069240271e-07 -0.00010211366883595475 0.000244840241066413
leaf_weight=47 28 20 25 27 27 23 32 41 24 29 21 23 21 26 21 20 20 21 21 20 51 28 20 32 22 29 20 2342 20 20
leaf_count=47 28 20 25 27 27 23 32 41 24 29 21 23 21 26 21 20 20 21 21 20 51 28 20 32 22 29 20 2342 20 20
internal_value=0 1.84583e-06 -2.41039e-05 -8.6371e-06 1.6354e-05 -5.39781e-05 -1.46919e-05 -4.33269e-05 3.68579e-07 -2.26447e-07 1.01771e-06 6.24257e-05 -1.10871e-07 -5.84303e-05 8.93898e-07 5.96413e-09 -5.75842e-07 9.57038e-08 3.49151e-05 -1.55911e-06 4.76045e-06 -2.45317e-05 -4.52813e-07 4.14685e-07 -8.29811e-07 1.22639e-07 -9.01115e-07 -1.66766e-06 -6.17983e-05 7.13633e-05
internal_weight=0 2899 222 197 127 70 100 68 2879 2855 2826 51 2775 47 2728 2707 2687 2667 121 2546 100 79 2526 2505 2485 2453 2431 2411 69 40
internal_count=3121 2899 222 197 127 70 100 68 2879 2855 2826 51 2775 47 2728 2707 2687 2667 121 2546 100 79 2526 2505 2485 2453 2431 2411 69 40
is_linear=0
shrinkage=0.1


Tree=3195
num_leaves=31
num_cat=0
split_feature=130 39 42 132 1203 1185 50 132 147 151 13 151 457 1429 157 16 151 151 151 49 457 12 51 4 1373 1375 151 147 457 148
split_gain=1.25129e-05 1.72651e-05 1.19529e-05 1.1634e-05 0.000359066 0.000168548 7.69013e-05 1.41334e-05 1.14556e-05 1.68121e-05 5.73863e-05 8.48365e-05 8.9469e-05 8.11426e-05 0.000138409 5.27638e-05 5.26269e-05 2.76534e-05 1.87651e-05 2.29177e-05 2.15047e-05 8.34088e-05 0.000107831 6.44118e-05 2.25485e-05 4.59935e-05 2.06257e-05 1.90629e-05 3.9053e-05 2.26906e-05
threshold=-0.23123999999999997 0.15619500000000003 -0.23802999999999999 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.037359999999999997 -1.0000000180025095e-35 -0.088279999999999983 0.056795000000000005 -0.10142999999999999 0.082380000000000009 0.083985000000000018 -0.086244999999999988 -0.011734999999999997 -0.15147499999999997 -0.08688499999999999 -0.085134999999999975 -0.011734999999999997 -0.086004999999999984 0.087995000000000004 -0.014904999999999998 -0.0052149999999999992 1.0000000180025095e-35 -0.4078199999999999 -0.083804999999999977 0.099730000000000027 0.11577000000000001 -0.080634999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 -4 -7 -9 10 11 13 -13 14 -10 16 -16 -11 19 -19 21 22 -20 -24 25 -22 -27 28 29 -28
right_child=1 -3 3 5 -6 7 -8 8 9 17 -12 12 -14 -15 15 -17 -18 18 20 -21 24 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=7.3486627024976775e-05 6.5095213748073941e-05 -9.3156747680041009e-05 7.8454547230483684e-07 -0.00027796366915605511 0.00041475933491407586 6.3056868072765485e-05 -0.00020614551021935767 -7.6297687428450445e-05 -0.00024970240937756736 -0.00011425824274986306 -0.00011311660032683553 1.7948414097190835e-05 0.00029713740574758657 0.00019499628877383656 3.361608047271148e-05 0.00013085823004737243 -0.00015502595827759555 -7.4191668772982666e-06 -0.00028887523914731687 0.00013227055314137429 -0.00015287379101209809 0.00012979463140904305 5.9010340553161062e-05 -0.0001524852758848283 9.7622888690397227e-05 8.4732849791180351e-05 0.00010198344756472147 7.383987403679358e-05 -0.00014183493418386205 -2.453824828052095e-06
leaf_weight=23 28 20 176 22 21 35 20 20 22 22 26 22 24 20 50 33 21 24 21 23 20 21 36 24 23 28 21 33 20 2222
leaf_count=23 28 20 176 22 21 35 20 20 22 22 26 22 24 20 50 33 21 24 21 23 20 21 36 24 23 28 21 33 20 2222
internal_value=0 -5.4557e-07 5.61916e-08 -5.40888e-07 2.17747e-05 -2.2502e-06 -2.03308e-05 -9.23598e-08 -8.8855e-07 -3.41314e-07 2.63082e-05 4.51886e-05 0.000163612 7.87708e-06 -2.18244e-05 2.63806e-05 -2.21795e-05 -2.63036e-06 -1.65428e-06 6.09396e-05 -2.84582e-06 -4.78036e-05 -9.38476e-05 -2.55879e-05 -9.08474e-07 -1.87529e-06 -5.75822e-07 -1.61617e-06 -2.7165e-06 -1.47603e-06
internal_weight=0 3098 3078 3050 217 2833 196 2811 2776 2756 218 192 46 146 126 104 71 2538 2516 47 2469 102 81 60 2367 2344 2324 2296 2263 2243
internal_count=3121 3098 3078 3050 217 2833 196 2811 2776 2756 218 192 46 146 126 104 71 2538 2516 47 2469 102 81 60 2367 2344 2324 2296 2263 2243
is_linear=0
shrinkage=0.1


Tree=3196
num_leaves=31
num_cat=0
split_feature=132 1185 1203 45 11 33 9 3 156 474 474 471 154 473 97 9 34 44 158 158 2 0 160 160 2 3 2 133 481 1456
split_gain=1.34708e-05 0.000102452 4.95751e-05 1.26884e-05 1.58496e-05 3.52245e-05 1.47721e-05 5.02458e-05 1.15449e-05 2.3994e-05 1.26058e-05 1.94083e-05 1.46843e-05 3.64791e-05 1.25289e-05 3.95288e-05 1.73713e-05 1.57221e-05 7.08659e-05 2.19966e-05 1.59871e-05 6.90234e-05 5.82141e-05 7.54549e-05 5.54018e-05 7.11932e-05 4.11717e-05 0.000103587 4.65309e-05 0.000131902
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -1.0000000180025095e-35 -0.011194999999999998 -0.009184999999999997 0.09055500000000001 -0.011549999999999998 0.3248100000000001 0.11381000000000001 0.10970500000000001 0.10277000000000001 0.084190000000000001 -1.0000000180025095e-35 -0.086464999999999986 -0.090659999999999977 -0.084564999999999987 0.099360000000000018 -0.47356499999999996 -0.46695499999999995 0.086100000000000024 -0.17169499999999996 -0.55248999999999981 -0.52800499999999995 0.086590000000000014 -0.083489999999999995 0.085485000000000019 0.087035000000000015 -0.087424999999999989 0.086355000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 8 -8 9 10 11 12 13 -7 -15 -16 -17 18 -18 -20 21 -21 -22 -24 25 -25 28 -28 -23 -30
right_child=1 3 -4 4 5 6 7 -9 -10 -11 -12 -13 -14 14 15 16 17 -19 19 20 22 26 23 24 -26 -27 27 -29 29 -31
leaf_value=-6.156806534235306e-06 0.00022189369968449079 -7.5440858530452143e-05 -0.00015073714398399548 8.0068917857715864e-05 -0.00011357866471236641 -0.00013542221939133014 -3.4272872849564571e-05 0.0001765546213482594 -7.030058034655193e-05 9.1322296266925751e-05 -7.2275585929067657e-05 9.6280006324550848e-05 8.5129358376434544e-05 -7.5001562072429814e-05 0.00013425693286990282 -8.8836994679943678e-05 0.00018872010841732847 -7.4117350998546643e-05 -9.1766994759941915e-05 0.00018635793825193435 -0.00015986990959693988 -0.00010853626873860187 0.00015686574188293891 2.277737646811427e-05 -2.1625693959684804e-06 -0.00019848202341976999 -1.5172851257566915e-05 0.00025370980659357412 -4.9538096625544231e-07 0.00025971974529966248
leaf_weight=195 21 22 27 25 27 20 26 20 23 29 24 21 20 22 22 22 20 28 26 22 24 37 29 26 1480 33 38 23 749 20
leaf_count=195 21 22 27 25 27 20 26 20 23 29 24 21 20 22 22 22 20 28 26 22 24 37 29 26 1480 33 38 23 749 20
internal_value=0 1.81803e-06 -2.37409e-05 2.12194e-07 7.94956e-07 9.49029e-08 1.18948e-06 5.73913e-05 2.52102e-07 8.45415e-07 -1.24219e-07 5.21431e-07 -2.34274e-07 -8.80723e-07 1.45919e-07 7.82027e-07 -3.57456e-07 4.04403e-07 1.23013e-06 -2.65603e-07 6.93299e-07 1.14355e-05 -5.30532e-06 -2.93954e-06 -5.95081e-06 -0.000100978 6.99685e-06 8.62091e-05 1.00188e-06 6.27224e-06
internal_weight=0 2899 222 2878 2856 2831 2804 46 2758 2735 2706 2682 2661 2641 2621 2599 2577 2555 2527 2507 2481 889 1592 1568 1539 59 867 61 806 769
internal_count=3121 2899 222 2878 2856 2831 2804 46 2758 2735 2706 2682 2661 2641 2621 2599 2577 2555 2527 2507 2481 889 1592 1568 1539 59 867 61 806 769
is_linear=0
shrinkage=0.1


Tree=3197
num_leaves=31
num_cat=0
split_feature=50 132 1211 50 50 50 4 393 403 12 1209 15 43 16 133 2 2 2 157 12 44 160 50 3 42 12 15 133 15 133
split_gain=1.20315e-05 0.000335773 0.000289138 4.69673e-05 3.18932e-05 9.47182e-05 5.92469e-05 4.34689e-05 2.73308e-05 0.000155289 6.32838e-05 2.46671e-05 8.28953e-05 4.48828e-05 2.64444e-05 2.75806e-05 7.47988e-05 7.03282e-05 6.85146e-05 4.97612e-05 3.62606e-05 5.79777e-05 2.71632e-05 2.09555e-05 1.97329e-05 7.57206e-05 4.53417e-05 4.16895e-05 6.03731e-05 5.02158e-05
threshold=0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.094500000000000015 0.090630000000000016 0.089915000000000009 -0.079164999999999985 0.11333500000000001 -0.53960999999999981 0.092355000000000007 -0.089214999999999989 0.086885000000000004 -0.018859999999999998 -0.081299999999999983 -0.069129999999999983 0.089775000000000008 0.087505000000000013 0.092875000000000013 -0.082934999999999995 0.083875000000000019 0.099360000000000018 0.0065900000000000012 0.10954500000000002 -0.023499999999999997 0.12074000000000001 0.10408500000000002 0.12211500000000002 0.51114000000000004 0.086495000000000002 0.42433500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 11 4 5 7 -6 8 9 -1 -10 14 -13 -14 -3 16 18 -17 -16 -20 21 23 -21 -19 27 -26 -27 29 -29 -12
right_child=1 2 -4 -5 6 -7 -8 -9 10 -11 24 12 13 -15 15 17 -18 20 19 22 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-6.6404952748497537e-05 0.0003960225793145417 -9.6133819664828493e-05 -0.00036644647965052479 -0.00011751510122849141 0.00016675085952879126 -0.00021406685201717275 -3.5869926284282917e-05 -0.00013478911015833245 -0.00014318171691434878 0.00025801968754967676 -7.775450607683484e-07 -7.519538787444338e-05 3.5571120606618932e-05 0.00023482969098460253 0.00015153297315139623 0.00021114056317379608 -0.00016642002369085927 3.1992079866669438e-05 -0.00016241314075332846 0.00010804324183482095 -0.00010327678112596253 0.00018592234326726093 -3.5065762535345533e-05 -8.4107338150054357e-05 0.00015649098416828123 -0.00011429588183969387 6.9475096795940764e-05 1.4409924055640163e-05 -0.00022565024934010581 0.00015455544979929635
leaf_weight=36 22 25 21 35 31 21 27 24 31 25 2324 26 20 26 28 21 28 53 21 21 22 21 36 22 37 29 25 22 20 21
leaf_count=36 22 25 21 35 31 21 27 24 31 25 2324 26 20 26 28 21 28 53 21 21 22 21 36 22 37 29 25 22 20 21
internal_value=0 1.58987e-05 -5.48933e-06 -2.42473e-06 -9.1775e-07 -2.54453e-06 7.24274e-05 -8.32125e-07 4.18835e-07 6.6556e-05 -1.18912e-06 1.49974e-05 6.75266e-05 0.000148196 2.30581e-06 1.13204e-05 -2.1052e-05 4.25284e-05 1.73471e-05 -3.08222e-05 1.25212e-05 3.90582e-05 1.76586e-05 -2.06375e-06 5.87218e-07 4.62908e-05 -2.92167e-05 -1.15515e-06 -9.99044e-05 6.13497e-07
internal_weight=0 413 391 2708 2673 2615 58 2594 2570 61 2509 370 72 46 298 273 134 139 106 78 118 96 57 75 2478 91 54 2387 42 2345
internal_count=3121 413 391 2708 2673 2615 58 2594 2570 61 2509 370 72 46 298 273 134 139 106 78 118 96 57 75 2478 91 54 2387 42 2345
is_linear=0
shrinkage=0.1


Tree=3198
num_leaves=31
num_cat=0
split_feature=1211 50 1211 1211 15 403 1186 393 394 46 49 49 15 15 16 3 160 2 156 49 15 51 13 1 43 133 16 4 4 1
split_gain=1.70003e-05 5.48589e-05 2.15592e-05 2.05992e-05 7.43033e-05 7.81421e-05 2.40799e-05 2.78896e-05 1.51896e-05 1.37226e-05 1.53422e-05 4.26184e-05 4.05954e-05 0.000117859 9.14529e-05 0.00011301 0.000113637 7.75024e-05 0.00017644 5.72102e-05 0.000109124 4.7777e-05 4.7114e-05 0.000101165 4.08665e-05 3.32508e-05 2.90242e-05 1.99674e-05 8.26149e-05 8.61528e-05
threshold=0.11716500000000001 0.090980000000000019 0.11088500000000003 0.087635000000000005 0.084050000000000014 -0.074254999999999988 -0.10142499999999997 0.11213000000000002 -0.15150999999999998 0.10987500000000001 0.09567500000000001 0.091325000000000003 -0.09551999999999998 -0.11033999999999998 -0.008904999999999998 -0.086224999999999982 -0.063384999999999983 0.10060500000000001 0.087610000000000007 0.10969000000000002 -0.067579999999999987 -0.42247999999999991 -0.008624999999999999 0.10205500000000002 -0.04890499999999999 -0.080849999999999991 -0.095564999999999983 -1.0000000180025095e-35 0.0033150000000000007 0.08864000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 -1 8 -8 10 11 27 13 22 15 -14 -17 18 -16 -19 -21 -22 24 -24 -12 -26 -13 -10 29 -29
right_child=1 -3 -4 4 5 -7 7 -9 9 -11 12 26 14 -15 17 16 -18 19 -20 20 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-9.733878660671719e-05 -2.3050521144107213e-05 0.00018683832533696433 -9.5377273731855899e-05 -0.00010216639281927862 0.00026021668619994833 1.2090629388694653e-05 -7.4822553597186928e-05 0.0001114931683828631 -6.4545527631036504e-06 7.7863943112209784e-05 0.00011160946843915554 0.0001748863624095026 0.0002977118564082221 -0.00028677455411525444 -0.00025699936314164295 -0.00015168968579278694 0.00017352675812699919 0.00015693193436163713 7.733552501357972e-05 -0.0002134355279156894 0.00015626955142943191 -3.557921235268522e-05 -0.00025561066387403433 1.9341374581927084e-05 5.3096761221240747e-05 -0.00012706738336765695 2.4461717287616424e-05 3.2232047650675099e-05 3.2128793951393624e-06 0.00027744529728332293
leaf_weight=26 33 20 24 22 22 30 28 22 1704 22 32 23 21 20 38 21 22 24 27 21 25 27 23 32 20 21 29 38 681 23
leaf_count=26 33 20 24 22 22 30 28 22 1704 22 32 23 21 20 38 21 22 24 27 21 25 27 23 32 20 21 29 38 681 23
internal_value=0 5.61528e-05 -9.70044e-07 -2.25703e-07 5.18895e-05 0.000117067 -1.5242e-06 -6.78009e-07 -1.52256e-06 -8.13364e-07 -1.41605e-06 1.41203e-06 -2.03052e-05 -6.10175e-05 6.35601e-06 0.000107563 1.47001e-05 -3.36271e-05 -0.000118122 2.2993e-05 -2.10417e-05 5.66558e-05 -2.5743e-05 -9.56386e-05 2.69181e-05 -3.91824e-05 9.09957e-05 -4.92448e-07 1.31995e-05 0.00012469
internal_weight=0 53 3068 3044 74 52 2970 2944 2922 2894 2872 2498 374 148 226 64 43 162 65 97 73 52 128 55 73 41 52 2446 742 61
internal_count=3121 53 3068 3044 74 52 2970 2944 2922 2894 2872 2498 374 148 226 64 43 162 65 97 73 52 128 55 73 41 52 2446 742 61
is_linear=0
shrinkage=0.1


Tree=3199
num_leaves=31
num_cat=0
split_feature=1211 43 1212 1212 1212 1212 16 42 52 3 3 0 1200 1203 132 402 1210 1212 133 42 133 131 131 403 403 42 4 1209 43 1209
split_gain=1.37703e-05 4.91083e-05 2.02865e-05 1.80484e-05 0.000103121 7.62828e-05 6.79881e-05 4.39458e-05 3.26837e-05 5.60795e-05 5.3745e-05 4.54789e-05 3.01824e-05 3.25723e-05 0.000489745 2.49877e-05 2.4124e-05 2.32956e-05 1.68543e-05 4.43756e-05 3.24837e-05 2.41297e-05 3.00717e-05 2.04036e-05 6.61336e-05 3.87008e-05 0.00012615 6.34922e-05 0.000163056 5.91764e-05
threshold=0.11716500000000001 0.062770000000000006 0.13613500000000003 0.087505000000000013 0.086920000000000011 0.08815000000000002 -0.014754999999999999 0.091735000000000025 0.091820000000000013 -0.082689999999999986 -0.087784999999999988 -0.080434999999999993 0.089625000000000024 0.089005000000000015 -0.083284999999999984 -0.45015499999999992 0.24726500000000004 0.085235000000000019 0.41553500000000004 -0.031659999999999994 0.41068500000000002 0.11863000000000001 0.11385000000000002 -0.55327499999999985 -0.54448499999999989 0.11551500000000002 -0.078629999999999992 -0.085894999999999985 -0.0047449999999999992 -0.067109999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 12 -5 7 8 9 10 11 -7 13 15 -15 -1 17 18 20 -20 21 22 23 -17 -25 27 -27 28 -26 -29
right_child=1 -3 -4 5 -6 6 -8 -9 -10 -11 -12 -13 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=-8.2717471094737345e-05 0.00012547476089270221 -7.3108880967538427e-05 -9.2451257326805114e-05 0.0002000124532850864 -0.00020444124602363446 4.2987192510305542e-05 -0.00013370898477973995 0.00016400653671139894 0.00010566095857186533 -0.00013856286095688121 0.00016545228740835142 -0.00014331243641208858 0.00012196553492685782 0.00026247231234308507 -0.00040546848945466438 0.00010007630538893865 0.0001009600104832013 9.4452307362539266e-05 1.6660281621357974e-05 -0.00016560987721525388 0.00012149981088110838 -8.6825835296622245e-05 0.00010969006297818852 -0.00018244555423734712 -0.00031229640110475227 0.00026081265496031848 1.8485717620264374e-06 0.00015923305320978651 8.2222013734281073e-05 -1.9660991816205029e-06
leaf_weight=36 33 20 24 23 25 38 29 22 29 27 21 20 20 21 23 20 24 26 34 22 22 32 25 20 22 24 87 23 20 2309
leaf_count=36 33 20 24 23 25 38 29 22 29 27 21 20 20 21 23 20 24 26 34 22 22 32 25 20 22 24 87 23 20 2309
internal_value=0 5.05375e-05 -8.73038e-07 -1.51002e-07 -2.24171e-06 2.82086e-05 6.96407e-06 3.29483e-05 1.15906e-05 -1.41456e-05 2.83767e-05 -2.12541e-05 -4.42783e-07 -1.32026e-06 -8.66786e-05 4.74601e-08 1.14692e-06 2.55069e-07 -6.65656e-07 -5.49459e-05 5.0166e-07 -5.29308e-07 5.53629e-07 -5.2693e-07 -1.33015e-06 1.2752e-07 5.78408e-05 -2.57095e-06 -0.00012443 -3.76228e-07
internal_weight=0 53 3068 3044 2835 209 186 157 135 106 79 58 2810 2790 44 2746 2710 2686 2660 56 2604 2582 2550 2525 2505 2485 111 2374 42 2332
internal_count=3121 53 3068 3044 2835 209 186 157 135 106 79 58 2810 2790 44 2746 2710 2686 2660 56 2604 2582 2550 2525 2505 2485 111 2374 42 2332
is_linear=0
shrinkage=0.1


Tree=3200
num_leaves=31
num_cat=0
split_feature=130 12 132 1185 1203 1209 10 0 0 123 33 52 1 131 16 1 12 45 3 3 47 1 9 51 52 51 3 159 16 16
split_gain=1.6909e-05 3.85902e-05 1.55454e-05 8.50754e-05 5.04395e-05 1.40404e-05 1.22046e-05 8.74457e-05 7.01451e-05 2.73392e-05 2.59598e-05 2.38748e-05 1.63277e-05 3.63092e-05 6.44488e-05 3.18092e-05 2.67613e-05 2.40053e-05 1.81984e-05 0.000110308 3.65231e-05 0.000140412 0.000114894 3.46739e-05 0.000176605 7.42902e-05 5.59644e-05 4.02402e-05 7.73828e-05 0.000111969
threshold=-0.23647499999999996 0.23631000000000002 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.14444499999999996 -0.011559999999999999 -0.10224499999999999 -0.087414999999999979 0.085290000000000019 -1.0000000180025095e-35 -0.049749999999999996 0.13756000000000004 0.09172000000000001 -0.40995499999999996 0.13534000000000004 -0.029094999999999999 0.094030000000000016 -0.042499999999999989 -0.053259999999999995 0.092165000000000011 0.107145 -0.013509999999999999 0.092545000000000016 -0.080114999999999978 0.088210000000000011 0.096675000000000011 0.10545500000000001 -0.0019699999999999995 0.061255000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -5 7 -7 -9 11 -8 -10 15 14 -14 17 -16 18 19 -12 22 -22 -20 25 -25 27 -26 28 -24 -30
right_child=1 -3 3 5 -6 6 10 8 9 -11 12 -13 13 -15 16 -17 -18 -19 20 -21 21 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=-9.165315314021428e-05 -8.1053750890975766e-06 0.00013256296654369428 0.00020216395177634523 8.3634616457857193e-05 -0.00015394075232540706 -0.00020639725376183734 9.6654512240742661e-05 0.00017716141454002354 -1.3902211883206567e-05 5.3671348062132239e-05 -1.4416091594990252e-06 -0.0001632935392314039 0.00022319049909518592 -6.8392112671458377e-05 8.1955949847017321e-05 -0.00010762990360880004 -6.4832776196572408e-05 -0.00010216459363025775 0.00021924560248313859 -0.00022660238477824766 -0.0002735493800173572 4.7168799297059048e-05 -7.8234874731921574e-06 -0.00029425204286651156 -6.2133402956533249e-05 0.00020906181515394046 0.00014203278918510729 -7.6397331611674637e-05 0.00029320634323243137 4.249593599248513e-05
leaf_weight=20 195 22 21 20 27 23 28 20 23 22 1979 20 21 23 27 28 23 23 29 22 20 43 202 21 25 21 29 42 23 79
leaf_count=20 195 22 21 20 27 23 28 20 23 22 1979 20 21 23 27 28 23 23 29 22 20 43 202 21 25 21 29 42 23 79
internal_value=0 5.9112e-07 -3.51842e-07 1.62885e-06 -2.58421e-05 1.43929e-07 -4.49044e-07 -3.34144e-05 1.33927e-05 -3.69977e-05 8.65676e-07 -8.33866e-05 -1.35102e-07 4.08047e-05 7.61783e-05 -1.62325e-06 1.44331e-05 -4.62891e-07 4.59846e-07 -3.91714e-06 1.68612e-05 -5.46465e-05 2.6426e-05 1.37749e-05 -4.81824e-05 2.64365e-05 4.75114e-05 1.53523e-05 2.80282e-05 9.90287e-05
internal_weight=0 3101 3079 2857 222 2836 2816 108 85 65 2708 43 2680 94 71 2586 50 2558 2535 2001 534 63 471 442 75 367 54 346 304 102
internal_count=3121 3101 3079 2857 222 2836 2816 108 85 65 2708 43 2680 94 71 2586 50 2558 2535 2001 534 63 471 442 75 367 54 346 304 102
is_linear=0
shrinkage=0.1


Tree=3201
num_leaves=31
num_cat=0
split_feature=130 12 46 46 132 132 1203 390 133 51 51 151 160 160 4 51 403 51 10 4 0 34 11 12 11 9 10 0 4 12
split_gain=1.36963e-05 3.12581e-05 1.26366e-05 1.34882e-05 1.34163e-05 8.26503e-05 4.03793e-05 1.32653e-05 2.33251e-05 1.25896e-05 5.22076e-05 4.19078e-05 5.74768e-05 0.000136017 6.96213e-05 6.51375e-05 6.24713e-05 4.94389e-05 3.66364e-05 0.00013375 0.000264857 4.21374e-05 2.53025e-05 4.87541e-05 4.4294e-05 2.60333e-05 9.99357e-05 2.81104e-05 4.82755e-05 3.77568e-05
threshold=-0.23647499999999996 0.23631000000000002 0.10987500000000001 0.083550000000000013 -0.083174999999999985 -0.050879999999999988 0.089005000000000015 0.087590000000000015 -0.089569999999999983 0.082455000000000014 0.045645000000000005 -0.088279999999999983 0.081905000000000019 0.098320000000000005 1.0000000180025095e-35 0.090560000000000015 -0.0031149999999999997 0.096070000000000016 -0.0091199999999999979 0.053180000000000012 -0.10096999999999999 -0.057544999999999992 0.094350000000000003 0.10149500000000002 0.087575000000000014 0.092890000000000014 0.046740000000000011 0.11070500000000001 -0.50940999999999981 0.091200000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 9 -9 10 18 -11 15 -14 -15 -13 -17 -18 19 -7 -21 -20 24 -24 25 26 27 28 -23 -29
right_child=1 -3 -4 -5 5 7 -8 8 -10 11 -12 12 13 14 -16 16 17 -19 21 20 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-8.2487842737464243e-05 -8.0220414357549114e-06 0.0001193066758622246 7.5200589278458872e-05 -7.2579480743465514e-05 0.00017573889663590646 -0.00022779415098739264 -0.00013854668585635307 0.00013346657324291302 -1.9258914412603191e-05 0.0001495785714227664 -0.00014197475673561848 0.00014791444021587571 -0.00025045733122236994 -0.0001017986343788874 0.00013300950065188642 -0.00012639441321880441 0.00014032926189953067 8.4014501538274316e-06 0.00010473712967436051 0.00031752006674651062 -0.0001463721238337712 -0.00014635951494868925 0.00018992485100170599 -9.1045598537675694e-06 -0.00011472544609594998 0.00011225032958463999 -0.00022484539615106767 -1.9372180646189071e-05 -6.4092194459190796e-07 0.00013492378778339896
leaf_weight=20 194 22 22 26 27 32 27 20 20 22 27 39 27 23 28 30 33 204 38 20 32 23 20 32 35 20 20 29 1974 35
leaf_count=20 194 22 22 26 27 32 27 20 20 22 27 39 27 23 28 30 33 204 38 20 32 23 20 32 35 20 20 29 1974 35
internal_value=0 5.32007e-07 -3.16659e-07 -8.60126e-07 -2.44916e-07 1.62089e-06 -2.39685e-05 -6.83628e-08 5.71038e-05 -9.02081e-07 -3.72584e-06 1.53519e-05 7.66183e-06 -6.89673e-05 2.71156e-05 2.71947e-05 9.56153e-06 2.67711e-05 -2.10994e-06 -6.69395e-05 3.20479e-05 3.3646e-07 -1.47671e-06 6.74452e-05 -3.15459e-06 -1.29596e-06 -2.38723e-06 -2.28486e-07 -2.3192e-06 6.50084e-05
internal_weight=0 3101 3079 3057 3031 2810 221 2783 40 2743 2337 406 384 78 51 306 267 237 2310 84 52 2226 2188 52 2136 2101 2081 2061 1997 64
internal_count=3121 3101 3079 3057 3031 2810 221 2783 40 2743 2337 406 384 78 51 306 267 237 2310 84 52 2226 2188 52 2136 2101 2081 2061 1997 64
is_linear=0
shrinkage=0.1


Tree=3202
num_leaves=31
num_cat=0
split_feature=46 44 474 474 158 1455 1 43 15 160 1456 483 2 483 2 1 483 49 12 4 42 49 4 15 1428 1456 403 1456 1447 1446
split_gain=1.21665e-05 4.40964e-05 2.20836e-05 1.57901e-05 2.10172e-05 1.81836e-05 6.07631e-05 6.73767e-05 0.000102112 8.77635e-05 2.36301e-05 2.24574e-05 9.28401e-05 8.17608e-05 5.54239e-05 4.40144e-05 2.52859e-05 2.5046e-05 5.60476e-05 9.08979e-05 6.19994e-05 3.72951e-05 0.000240547 3.39986e-05 2.03624e-05 1.91593e-05 4.86273e-05 3.88718e-05 2.52742e-05 6.05051e-05
threshold=0.084955000000000017 0.10049500000000001 0.11568500000000002 0.11147000000000001 -0.47382999999999992 -0.037084999999999993 0.091900000000000023 -0.013024999999999998 -0.067579999999999987 0.043720000000000009 0.12034500000000002 0.10143000000000001 0.11448000000000001 0.097880000000000009 0.10327000000000001 0.086560000000000012 0.095085000000000017 0.11428500000000001 0.083935000000000023 0.08184000000000001 0.084755000000000011 0.10671500000000002 -0.0092149999999999992 -0.052074999999999989 -0.042789999999999995 0.091180000000000011 -0.55683499999999986 0.085275000000000004 -0.086304999999999979 0.037915000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 9 -6 11 13 14 16 15 -13 17 21 19 -19 -20 24 -23 -22 -7 26 -26 28 29 -28
right_child=1 -3 -4 -5 5 10 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 18 20 -21 23 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00010265002340020147 0.00016303722397424282 -3.2871338623442204e-05 -7.8634115965946379e-05 8.2693147123791288e-05 8.7004408608966821e-05 8.2058786140424357e-05 0.0001643958726978373 -0.00014183664753363701 0.00021116371429525318 -0.0001966323971282691 -9.4520106924594283e-05 -0.00013430189320733291 -0.00023975303451152286 0.00018886908951374251 0.00014056303147559187 4.8773751223052388e-05 -8.2571959108070192e-05 0.00016141356051472638 -0.00020669254696258576 -7.0117105635694236e-05 -9.2444456606392275e-05 -0.00015445553624886089 0.0003247243757703638 5.851330125005916e-05 -0.0001293024801898041 7.1918459532851656e-05 4.7429861032552172e-05 8.6486648647748495e-05 5.5935383109366195e-07 -0.00017995597363915295
leaf_weight=20 20 27 36 23 24 31 29 25 25 20 27 29 20 23 21 24 37 30 30 39 37 20 22 25 29 37 22 52 2292 25
leaf_count=20 20 27 36 23 24 31 29 25 25 20 27 29 20 23 21 24 37 30 30 39 37 20 22 25 29 37 22 52 2292 25
internal_value=0 5.0494e-05 -7.72023e-07 1.50636e-07 -4.79042e-07 2.03235e-07 3.78546e-05 -1.18474e-06 4.97761e-05 -4.19214e-05 -1.40927e-06 -5.25618e-07 -4.85896e-05 1.1167e-06 3.0762e-06 -5.13997e-05 -4.66257e-07 6.62658e-07 -3.75811e-05 3.05484e-05 -8.86781e-05 3.09635e-06 9.65435e-05 -3.15744e-05 1.51886e-06 5.02692e-07 -5.89202e-07 9.71937e-07 -9.29202e-07 -7.35201e-05
internal_weight=0 47 3074 3038 3015 2995 123 94 69 44 2872 2845 94 2751 74 53 2728 2691 161 69 92 2530 42 62 2488 2457 2420 2391 2339 47
internal_count=3121 47 3074 3038 3015 2995 123 94 69 44 2872 2845 94 2751 74 53 2728 2691 161 69 92 2530 42 62 2488 2457 2420 2391 2339 47
is_linear=0
shrinkage=0.1


Tree=3203
num_leaves=31
num_cat=0
split_feature=12 130 12 15 142 11 1 45 474 147 49 148 132 1186 1185 15 4 33 9 12 1429 153 0 447 11 156 155 15 157 1
split_gain=1.2536e-05 3.4101e-05 1.45035e-05 3.37842e-05 3.21496e-05 4.03515e-05 1.88922e-05 2.20227e-05 2.02287e-05 1.97541e-05 6.46448e-05 3.87008e-05 1.88331e-05 0.000328439 0.000178226 3.32335e-05 5.63328e-05 1.66507e-05 2.15005e-05 2.02971e-05 1.97605e-05 3.69893e-05 2.28282e-05 2.00574e-05 1.87081e-05 8.90114e-05 6.22062e-05 2.28214e-05 2.26566e-05 2.03106e-05
threshold=0.23631000000000002 -0.22461999999999996 0.12757000000000002 -0.068899999999999975 -0.057499999999999989 -0.014494999999999999 0.15799000000000005 0.084355000000000013 0.11986500000000001 0.095485000000000014 -0.048674999999999989 -0.098399999999999974 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.084905000000000022 -0.069999999999999993 -0.044254999999999996 0.091905000000000014 0.11586 0.11475 1.0000000180025095e-35 -0.24955499999999997 0.089595000000000022 0.088215000000000002 0.12734000000000004 0.11332500000000002 0.17980000000000004 0.11933000000000001 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 7 8 9 11 -11 -7 13 15 -14 -13 -17 -16 19 20 21 22 -19 24 25 27 -26 28 29 -24
right_child=-2 2 3 -5 5 6 -8 -9 -10 10 -12 12 14 -15 17 16 -18 18 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00011243852576525468 -7.3554420479289876e-05 0.00011832504868558001 -0.00015528519157669506 2.6260280200014157e-06 -0.0001352896421932118 -0.0001191414000964465 -8.7719944591905608e-05 7.4141422762140136e-05 -9.519005027620799e-05 -4.7428297947741769e-05 0.00018988864589614837 1.2822868475417577e-05 -0.0002845016236940203 0.00039503076302273922 9.2221645827521585e-05 -0.00018194636353722742 3.1024362618589534e-05 0.00010666667630652055 -7.95732760404159e-05 -7.3956929762581631e-05 8.3397430077335847e-05 -0.00013369662759942004 -6.000548135138878e-06 8.9315086020528382e-05 -1.4848354108036756e-05 -0.00016605252925501192 0.00020026864876854233 0.00010099403257102138 7.4551199821410298e-05 1.5864155235050999e-05
leaf_weight=27 23 23 20 42 22 27 24 41 22 24 22 122 22 22 20 27 23 21 33 35 30 20 1677 26 41 32 20 23 41 569
leaf_count=27 23 23 20 42 22 27 24 41 22 24 22 122 22 22 20 27 23 21 33 35 30 20 1677 26 41 32 20 23 41 569
internal_value=0 5.46071e-07 -4.37679e-07 -4.83131e-05 5.48786e-07 -3.58399e-07 6.43115e-07 1.36445e-06 3.35175e-07 1.06564e-06 6.60711e-05 9.3901e-09 1.15671e-06 3.12169e-05 -1.07765e-06 -1.53175e-05 -8.39798e-05 1.33167e-06 6.23804e-07 1.66779e-06 2.72654e-06 1.74673e-06 2.85239e-06 1.95486e-06 1.00964e-06 -4.14361e-07 5.56818e-05 1.88019e-06 8.83421e-07 -4.6136e-07
internal_weight=0 3098 3071 62 3009 2986 2964 2940 2899 2877 46 2831 2804 194 2610 172 50 2588 2568 2535 2500 2470 2450 2429 2403 2342 61 2310 2287 2246
internal_count=3121 3098 3071 62 3009 2986 2964 2940 2899 2877 46 2831 2804 194 2610 172 50 2588 2568 2535 2500 2470 2450 2429 2403 2342 61 2310 2287 2246
is_linear=0
shrinkage=0.1


Tree=3204
num_leaves=31
num_cat=0
split_feature=130 12 33 421 9 8 147 448 46 46 52 1186 52 0 52 403 13 1209 1209 52 403 1212 1212 2 1211 1213 402 12 390 133
split_gain=1.50582e-05 2.8415e-05 1.21675e-05 1.20731e-05 4.12374e-05 5.58741e-05 1.55804e-05 3.15232e-05 1.30124e-05 1.56625e-05 1.28836e-05 4.75102e-05 4.26476e-05 0.000132184 8.7834e-05 5.74133e-05 4.82682e-05 4.19478e-05 5.40864e-05 3.98057e-05 0.000145815 3.53204e-05 0.000139743 8.69237e-05 3.61416e-05 5.26405e-05 3.6405e-05 3.49685e-05 3.47448e-05 3.38159e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.009184999999999997 -1.0000000180025095e-35 0.09055500000000001 0.092550000000000007 0.097985000000000017 1.0000000180025095e-35 0.10987500000000001 0.083550000000000013 0.091275000000000009 -0.095479999999999982 0.10160000000000001 -0.072594999999999979 0.10611000000000001 -0.44023999999999991 -0.28558999999999996 -0.087714999999999987 -0.074484999999999982 0.088185000000000013 -0.012799999999999999 -0.089544999999999986 -0.068509999999999988 0.08734500000000002 0.11716500000000001 -0.24064499999999997 0.11320500000000001 0.094435000000000005 0.087590000000000015 0.5087600000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 8 9 10 11 -5 13 27 -14 -16 -17 -13 -19 21 -21 23 -23 -20 25 -24 28 -12 -27 -18
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11 12 17 14 -15 15 16 29 18 19 20 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-8.6491976362594881e-05 -6.258494592452001e-05 0.00011380222488448701 -7.7057243624949483e-05 0.00013490012621601905 0.00020521117175635679 -1.2903450791175906e-05 -6.5959455827800821e-05 0.00011684154290022612 7.7743877080224818e-05 -7.8523712581730811e-05 -4.6622439572703752e-05 0.0001042235393423396 0.0001493564287456037 -0.00024871742250373547 -0.00016666629962855951 0.00014714748736878393 -1.8380443632787349e-05 -0.00013606578717811096 2.9853547595725477e-07 -5.2450907987360735e-05 0.00022995095947187633 -0.00026040605104450757 -0.00013655229013238569 0.00023320103318837939 0.00010270281815213491 -4.2658693447357488e-06 0.00011449136040432171 9.8870061265188269e-05 0.00010083975269026269 9.4997160171520346e-05
leaf_weight=20 31 22 20 27 23 24 36 23 21 26 53 39 36 30 23 20 435 29 59 41 33 21 29 22 33 1834 27 24 32 28
leaf_count=20 31 22 20 27 23 24 36 23 21 26 53 39 36 30 23 20 435 29 59 41 33 21 29 22 33 1834 27 24 32 28
internal_value=0 5.57835e-07 -2.51316e-07 3.82654e-07 8.94147e-07 9.38335e-05 -5.71184e-07 2.2813e-07 -6.89772e-07 -1.25754e-06 -5.58789e-07 3.05581e-06 -1.29565e-05 -7.06508e-05 -1.56664e-06 -1.23042e-05 -4.95367e-06 1.43698e-06 -4.18886e-07 1.42708e-06 7.34851e-05 -1.16518e-06 -3.81823e-06 6.3556e-05 -1.06204e-06 -2.84364e-06 -7.9528e-07 -1.27413e-06 -2.46341e-06 -1.15239e-05
internal_weight=0 3101 3079 3048 3028 47 2981 2945 2922 2901 2875 2226 649 107 542 506 483 2199 2160 2131 74 2057 1976 81 1955 1922 1893 77 1866 463
internal_count=3121 3101 3079 3048 3028 47 2981 2945 2922 2901 2875 2226 649 107 542 506 483 2199 2160 2131 74 2057 1976 81 1955 1922 1893 77 1866 463
is_linear=0
shrinkage=0.1


Tree=3205
num_leaves=31
num_cat=0
split_feature=12 130 132 1185 1203 399 130 1213 16 4 15 2 1210 1210 403 1210 43 1210 1210 42 1208 401 1213 403 4 4 49 1374 49 133
split_gain=1.36341e-05 3.12229e-05 1.24276e-05 8.96445e-05 3.49205e-05 1.29873e-05 1.92092e-05 1.25988e-05 4.27501e-05 7.7224e-05 7.53384e-05 0.000132706 1.52659e-05 2.08792e-05 1.94616e-05 1.76229e-05 0.000121004 5.36868e-05 2.94349e-05 6.52193e-05 2.00921e-05 1.54815e-05 0.000108845 6.61664e-05 1.45043e-05 0.000121885 0.00020628 0.000116596 5.4268e-05 7.98227e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.065739999999999979 0.084685000000000024 0.093235000000000026 -0.082779999999999979 -0.080364999999999978 0.087065000000000017 0.085485000000000019 -0.3960249999999999 -0.099939999999999987 -0.55157999999999985 -0.077744999999999995 -0.0047449999999999992 -0.062079999999999989 -0.0061249999999999994 -0.008624999999999999 0.10683000000000002 -1.0000000180025095e-35 -0.0043299999999999996 -0.42244999999999994 -0.010655 -0.008819999999999998 -0.008624999999999999 0.086000000000000007 0.11042000000000002 0.091935000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -5 12 9 -9 -10 -12 -7 -14 -15 16 -16 -17 19 -19 21 22 -20 -23 27 26 -26 28 -25 -30
right_child=-2 2 3 5 -6 7 -8 8 10 -11 11 -13 13 14 15 17 -18 18 20 -21 -22 23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.00010763603913969914 -7.6708362599753823e-05 -8.4026957567682711e-06 0.00020725147942790673 -3.261882950027939e-05 -0.00012974642983560141 7.088770513031964e-05 8.8458356879671457e-05 -0.00019238134716943023 0.00024589087393906084 5.5257452948567606e-05 -0.00018258976664583317 0.00015224402565669655 -8.9234542039256287e-05 -9.6069955510425981e-05 -6.555279986649701e-05 -0.00015177375134953764 0.00021594953678476695 -4.6698438964085654e-05 4.4694082708492015e-05 0.00020562364259690401 -9.2087418801384063e-05 0.00016448269392033884 -0.00024224063014116837 -1.1549129785664338e-05 -1.7803472634541857e-05 -2.0504092898234431e-06 0.00035637461654774739 -0.00024959364057394853 0.0001588738191154941 -6.3988100679125638e-05
leaf_weight=27 23 195 21 20 27 28 38 20 20 34 20 29 28 22 37 24 26 20 39 21 25 24 20 1091 34 1092 26 20 45 25
leaf_count=27 23 195 21 20 27 28 38 20 20 34 20 29 28 22 37 24 26 20 39 21 25 24 20 1091 34 1092 26 20 45 25
internal_value=0 5.69483e-07 -3.71838e-07 1.40392e-06 -2.31607e-05 -1.24652e-07 4.67076e-05 -1.10525e-06 3.01807e-05 -3.64606e-05 8.23348e-05 1.55772e-05 -2.55904e-06 -3.34427e-06 -2.41608e-06 -1.61406e-06 5.06228e-05 -2.92728e-06 -1.48799e-06 8.25397e-05 -2.89935e-06 -1.97646e-06 -5.25719e-05 -7.09968e-07 -2.40934e-06 5.57411e-06 0.00014434 -1.01967e-05 -6.07277e-06 7.92803e-05
internal_weight=0 3098 3071 2849 222 2828 58 2770 123 54 69 49 2647 2619 2591 2569 63 2506 2482 41 2441 2416 59 2357 2333 1152 60 1181 1161 70
internal_count=3121 3098 3071 2849 222 2828 58 2770 123 54 69 49 2647 2619 2591 2569 63 2506 2482 41 2441 2416 59 2357 2333 1152 60 1181 1161 70
is_linear=0
shrinkage=0.1


Tree=3206
num_leaves=31
num_cat=0
split_feature=130 10 0 40 2 45 448 0 48 15 14 45 11 33 10 16 31 43 11 1 157 474 156 1429 0 49 157 42 1 12
split_gain=1.54764e-05 2.68875e-05 3.39616e-05 2.59259e-05 2.79491e-05 2.55104e-05 1.1537e-05 4.87638e-05 1.38151e-05 2.53203e-05 2.49272e-05 1.55691e-05 9.94543e-05 3.32853e-05 1.86047e-05 0.000378928 2.14992e-05 4.67634e-05 1.65546e-05 2.71121e-05 2.15834e-05 2.08658e-05 2.95797e-05 8.01009e-05 5.21377e-05 6.5977e-05 3.7764e-05 5.45778e-05 5.11397e-05 2.27937e-05
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.17025000000000004 -1.0000000180025095e-35 0.068920000000000023 -0.26609999999999995 -0.089814999999999992 -0.0079099999999999986 0.097065000000000012 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 -0.0097449999999999985 -0.056919999999999991 -1.0000000180025095e-35 -0.083434999999999995 0.096435000000000007 0.10752500000000002 -0.50331999999999988 -0.26322499999999993 0.09747500000000002 -0.091739999999999988 -0.23051499999999997 -0.043469999999999995 0.10645500000000001 0.087665000000000007 0.097525000000000014 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 -7 9 -9 11 12 -10 -14 15 -15 17 -16 20 -20 -18 -22 24 -24 25 -23 28 -28 -25 -26
right_child=1 3 -4 4 -6 6 -8 8 10 -11 -12 -13 13 14 16 -17 18 -19 19 -21 21 22 23 26 29 -27 27 -29 -30 -31
leaf_value=-8.7684664358675952e-05 -7.8098416062338011e-06 -0.00011124144674838697 0.00017426977043214721 -0.00010783694755942138 0.00011521869413887284 0.00014907849717102101 -7.5455845362739651e-05 0.00013562846073736658 0.00022244175030209591 -4.029839018424836e-06 -0.00010733751273206013 -7.6065487377895309e-05 -0.0001186065407334051 -0.0001333533895769899 2.8100090143694123e-05 0.00040690325680770912 -8.7213017807165485e-05 -0.00018317645626666492 0.00013543611307598083 -2.1721158520362917e-05 -8.482492846488985e-05 2.6064578923978844e-05 0.00022480456140155661 -0.00013340671908129782 2.0715542545809054e-05 -0.00019478219481008579 0.00017780623830158558 -2.1457559029970852e-05 3.7539783945595405e-05 -4.535088369679974e-06
leaf_weight=20 21 21 20 22 21 22 20 21 20 34 22 27 24 37 22 20 29 20 23 21 29 24 21 30 437 31 27 28 42 1965
leaf_count=20 21 21 20 22 21 22 20 21 20 34 22 27 24 37 22 20 29 20 23 21 29 24 21 30 437 31 27 28 42 1965
internal_value=0 5.65525e-07 8.10095e-05 -5.12319e-07 2.52837e-07 -5.47124e-07 2.40719e-07 7.49432e-07 -3.55253e-07 4.92942e-05 -1.29721e-06 -4.86331e-07 2.29682e-07 -1.34072e-06 -3.37735e-07 5.62103e-05 -1.51025e-06 -7.25078e-05 -4.08699e-07 6.04292e-05 -1.41391e-06 -4.69269e-07 4.69815e-07 4.38873e-05 -2.14548e-06 -9.84127e-05 1.39719e-05 7.63629e-05 -3.36879e-05 5.88024e-08
internal_weight=0 3101 41 3060 3039 3018 2996 2976 2954 55 2899 2877 2850 2830 2806 57 2749 42 2707 44 2663 2634 2605 148 2457 55 127 55 72 2402
internal_count=3121 3101 41 3060 3039 3018 2996 2976 2954 55 2899 2877 2850 2830 2806 57 2749 42 2707 44 2663 2634 2605 148 2457 55 127 55 72 2402
is_linear=0
shrinkage=0.1


Tree=3207
num_leaves=31
num_cat=0
split_feature=130 12 15 132 399 400 15 15 15 132 133 1212 1213 15 50 13 401 403 403 402 402 12 42 13 1210 43 42 42 133 42
split_gain=1.25359e-05 2.9693e-05 1.17423e-05 8.55539e-05 0.000387068 0.000208309 7.7051e-05 7.04053e-05 6.21406e-05 6.93674e-05 5.33353e-05 4.42138e-05 8.49753e-05 6.4456e-05 0.000116693 8.51564e-05 4.36972e-05 0.000102999 3.7704e-05 6.51923e-05 6.6861e-05 0.000104315 9.619e-05 0.000113527 5.6132e-05 3.81784e-05 4.86478e-05 5.94092e-05 5.50363e-05 9.50008e-05
threshold=-0.23647499999999996 0.23631000000000002 0.088235000000000022 -0.083284999999999984 0.09141500000000001 -0.080934999999999993 0.087685000000000013 0.087485000000000021 0.088495000000000018 -1.0000000180025095e-35 -0.0042999999999999991 -0.089544999999999986 -0.16396999999999998 0.089740000000000014 0.088535000000000016 -0.084034999999999985 0.11444000000000001 -0.53255499999999989 0.05728500000000001 -0.45454999999999995 -0.087759999999999991 0.097575000000000009 0.11603500000000001 -0.046499999999999993 -0.061049999999999993 0.062770000000000006 0.097640000000000018 0.094525000000000012 0.090445000000000011 0.090395000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -5 7 16 -7 -10 -8 12 -11 14 15 -13 17 -2 19 -15 21 -21 24 -24 -22 26 27 28 29 -26
right_child=1 -3 3 5 -6 8 10 -9 9 11 -12 13 -14 18 -16 -17 -18 -19 -20 20 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-7.8916181546446755e-05 -0.00018850273966866855 0.0001162719498097431 -0.0001454211712619078 -0.00030777016789735565 0.00045479397619298354 0.00017746130628934638 -2.8746820002349224e-05 0.00017294727756803776 0.00018961896144901403 -2.7766419683053583e-05 -0.00024430738756729464 -0.00034642573908058696 0.00021737471694135681 0.00014903786736795155 8.8398112182568929e-05 -6.9585070406901655e-05 0.0001190951105572508 -1.9791184096633276e-06 -0.00010810404003547905 -0.00022258292146650475 -0.00014938694822224838 5.8494146603903658e-05 0.00033112457516836007 1.9337271541272377e-06 -3.4328241397309843e-05 -0.00010361528064229922 0.00014842153835127614 -0.00011158035101996372 0.00013458226984277224 0.00016006400140712129
leaf_weight=20 30 22 22 21 21 22 24 23 20 31 22 20 26 32 22 25 29 2248 28 31 24 23 20 22 133 27 27 36 39 31
leaf_count=20 30 22 22 21 21 22 24 23 20 31 22 20 26 32 22 25 29 2248 28 31 24 23 20 22 133 27 27 36 39 31
internal_value=0 5.08971e-07 -3.18176e-07 1.1035e-05 0.000147707 2.13062e-06 -3.67731e-06 -1.14704e-06 1.23152e-05 6.42663e-06 -0.000131841 2.89537e-07 8.40523e-05 -8.55209e-06 -0.000100349 -0.000192625 -2.8827e-06 -4.43553e-06 4.45085e-06 1.1533e-05 8.78824e-07 -0.000102865 1.64837e-05 0.000158691 -2.35765e-06 9.68571e-06 2.11862e-05 6.81232e-06 2.78081e-05 2.41663e-06
internal_weight=0 3101 3079 703 43 660 2376 2330 639 617 46 597 57 540 67 45 2307 2278 473 445 413 54 359 42 317 293 266 239 203 164
internal_count=3121 3101 3079 703 43 660 2376 2330 639 617 46 597 57 540 67 45 2307 2278 473 445 413 54 359 42 317 293 266 239 203 164
is_linear=0
shrinkage=0.1


Tree=3208
num_leaves=31
num_cat=0
split_feature=132 393 15 1186 403 2 403 1210 12 42 0 2 42 1210 43 120 1 120 40 12 46 149 13 13 12 0 0 129 1186 1186
split_gain=1.2999e-05 7.51228e-05 4.14573e-05 3.46962e-05 1.50128e-05 6.92826e-05 4.03363e-05 1.99834e-05 9.25914e-05 0.000231242 0.000103241 0.000303758 7.56459e-05 3.02942e-05 3.80946e-05 1.34816e-05 2.69431e-05 6.95731e-05 3.68952e-05 1.74267e-05 3.8544e-05 2.01006e-05 1.39516e-05 4.0387e-05 6.10305e-05 2.58672e-05 6.4671e-05 1.65596e-05 1.73069e-05 3.58088e-05
threshold=-0.083174999999999985 0.12069000000000002 0.092400000000000024 0.049580000000000006 -0.5492149999999999 0.083715000000000026 -0.5425549999999999 -0.064344999999999999 0.093965000000000007 0.090990000000000015 -0.083804999999999977 0.084885000000000002 -0.088249999999999981 -0.0091799999999999989 -0.022084999999999997 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 -0.24134999999999998 0.12757000000000002 -0.043074999999999995 0.10096000000000001 0.11217000000000001 0.19762500000000002 0.090345000000000023 -0.08095999999999999 -0.094654999999999975 0.10596500000000002 -0.084639999999999979 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 -2 -6 8 9 10 11 -8 -12 14 -9 16 17 18 -15 20 -20 22 27 24 -24 26 -25 28 -22 -30
right_child=1 -3 -4 -5 6 -7 7 13 -10 -11 12 -13 -14 15 -16 -17 -18 -19 19 -21 21 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=6.5693218506236341e-06 0.00019349240174051376 0.00019023652908106757 -0.00014462880790233612 -0.00012942097438055846 -0.00014207053784048187 -4.3332280862766012e-05 0.00011812130769612851 6.9554549409076578e-06 -0.00013898118984070608 0.00035789958112771909 -1.9788642966886985e-05 -0.00035250602080244184 0.00024612954686112381 0.00013638582619023508 -0.0001694264472462237 -7.6295276401493626e-05 0.00010835595589331047 -0.00018614422655446108 0.00013281689165193131 -6.8096969570851306e-05 -6.6664709909052439e-05 -9.9979272199561826e-05 -7.2535597428213807e-06 7.3466014747163686e-05 0.00023979001558473102 4.8473959887975496e-05 -0.00015107387293467362 6.5159092051741234e-05 0.00012886669851251922 -2.336510110031267e-06
leaf_weight=176 21 21 25 21 20 30 32 25 25 23 20 24 23 20 24 23 23 20 22 37 41 20 20 23 20 51 29 37 21 2204
leaf_count=176 21 21 25 21 20 30 32 25 25 23 20 24 23 20 24 23 23 20 22 37 41 20 20 23 20 51 29 37 21 2204
internal_value=0 1.78591e-06 -2.33214e-05 -7.92711e-06 4.10836e-07 5.41838e-05 -5.59245e-07 4.49029e-07 3.63408e-05 7.22675e-05 5.90853e-06 -8.35761e-05 0.000122447 -1.53447e-06 -7.94357e-05 -7.25129e-08 6.04892e-07 -3.61297e-07 1.09869e-06 2.71054e-08 1.0402e-06 -1.35419e-07 6.80966e-07 3.09894e-05 0.000116268 -2.12866e-06 -5.17582e-05 -1.20097e-06 -2.28452e-06 -1.09819e-06
internal_weight=0 2899 222 197 2878 51 2827 2807 147 122 99 56 43 2660 49 2611 2588 2565 2545 2525 2488 2466 2446 143 40 103 52 2303 2266 2225
internal_count=3121 2899 222 197 2878 51 2827 2807 147 122 99 56 43 2660 49 2611 2588 2565 2545 2525 2488 2466 2446 143 40 103 52 2303 2266 2225
is_linear=0
shrinkage=0.1


Tree=3209
num_leaves=31
num_cat=0
split_feature=12 130 10 1 1 33 13 45 31 43 3 3 43 15 2 47 4 2 3 2 0 51 52 3 15 4 2 2 13 457
split_gain=1.45964e-05 3.20582e-05 1.25539e-05 8.49196e-05 3.85299e-05 2.55948e-05 2.17528e-05 1.45749e-05 1.42736e-05 4.95283e-05 1.38182e-05 5.56276e-05 6.04222e-05 5.03188e-05 4.99982e-05 7.06379e-05 0.000258288 0.00013571 6.1549e-05 6.20375e-05 3.93518e-05 3.77516e-05 3.66194e-05 3.37529e-05 0.000106982 3.3408e-05 4.70143e-05 9.97882e-05 5.50872e-05 3.86271e-05
threshold=0.23631000000000002 -0.22562499999999999 -0.011559999999999999 0.093400000000000025 0.11669000000000002 -1.0000000180025095e-35 -0.11122999999999998 0.094030000000000016 -1.0000000180025095e-35 -0.081779999999999978 -0.020429999999999997 -0.011549999999999998 -0.081374999999999989 -0.09551999999999998 0.092755000000000018 0.092710000000000015 0.052250000000000012 0.083795000000000022 0.088060000000000013 0.088745000000000004 0.051010000000000007 -0.20636999999999997 -0.16675999999999999 -0.045649999999999989 -0.086254999999999984 -0.15289999999999995 0.10644500000000001 0.11263500000000001 -0.0044799999999999987 0.045365000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 -6 8 9 -7 23 13 -13 -12 15 16 17 -14 -19 -20 21 -16 -23 -10 -25 -24 28 -28 -27 -29
right_child=-2 2 5 4 6 7 -8 -9 10 -11 11 12 14 -15 20 -17 -18 18 19 -21 -22 22 25 24 -26 26 27 29 -30 -31
leaf_value=0.00011337131960317492 -7.9369277148583467e-05 -0.00021430325273069599 9.6047654239685346e-05 0.00011168125908555409 2.9029484897458543e-05 3.2541212346716619e-05 -9.0547639361915352e-05 -6.3252838744018748e-05 2.8772934361455617e-07 -0.00017349966423353181 2.7825093420688068e-05 -0.00013375685616508768 -0.00020863746413808605 0.00024063227174337954 0.00010115382380899973 -0.0001006845251970884 0.00036539078934799403 0.00018481533170415789 -8.6073077739759658e-05 0.00012963066504880771 0.00012493762513345462 -0.00013780144120876988 9.6962118451907975e-05 3.8920363699111884e-05 -0.00022440474935542124 -1.7126914355685586e-05 0.00018130807497072966 -1.2269002177744458e-05 -0.00023682422123827218 -0.00014775016771454829
leaf_weight=25 23 21 28 26 29 28 32 36 2233 20 25 29 21 20 25 23 27 32 30 24 21 27 24 36 27 25 25 133 21 25
leaf_count=25 23 21 28 26 29 28 32 36 2233 20 25 29 21 20 25 23 27 32 30 24 21 27 24 36 27 25 25 133 21 25
internal_value=0 5.89255e-07 -3.2827e-07 -3.38178e-05 9.74762e-06 8.91586e-07 -3.36995e-05 -1.5588e-08 7.69156e-07 -5.33092e-05 1.67899e-06 1.58087e-05 6.43981e-06 0.000122406 1.48574e-05 6.12195e-05 8.90089e-05 1.92677e-05 7.4919e-05 9.79525e-06 -7.47032e-06 -1.65869e-05 -2.70995e-05 -1.74882e-06 -7.39333e-05 -1.52855e-05 -2.70494e-05 -4.3324e-06 -0.000117424 -3.37059e-05
internal_weight=0 3098 3073 108 87 2965 61 2937 2901 48 2853 557 512 45 483 157 134 107 86 54 326 305 280 2296 63 253 229 183 46 158
internal_count=3121 3098 3073 108 87 2965 61 2937 2901 48 2853 557 512 45 483 157 134 107 86 54 326 305 280 2296 63 253 229 183 46 158
is_linear=0
shrinkage=0.1


Tree=3210
num_leaves=31
num_cat=0
split_feature=10 0 11 9 15 2 1 34 43 44 1429 156 12 1446 1213 481 403 159 1446 133 160 12 472 50 374 120 1 39 39 123
split_gain=1.38763e-05 7.49795e-05 3.0601e-05 3.40067e-05 2.0786e-05 1.78797e-05 0.000170179 6.92211e-05 2.29524e-05 1.28677e-05 1.8588e-05 3.1368e-05 1.49769e-05 1.52853e-05 0.000123378 0.000113477 0.000239927 0.00014434 4.80518e-05 3.08546e-05 4.87837e-05 8.35273e-05 4.9609e-05 2.81364e-05 1.68347e-05 1.89635e-05 4.57755e-05 1.93878e-05 2.44483e-05 3.24196e-05
threshold=0.053330000000000009 -0.079829999999999998 -1.0000000180025095e-35 0.091905000000000014 -0.091184999999999988 -0.0050599999999999994 0.094220000000000012 -0.079379999999999992 -0.084794999999999995 0.084760000000000016 -0.23752499999999996 0.32523500000000005 -0.14757499999999998 0.083715000000000026 0.04198000000000001 -0.086729999999999988 -0.085444999999999979 -0.025079999999999995 0.057835000000000004 -0.0081349999999999981 -0.090764999999999985 0.086345000000000019 -0.065034999999999996 0.096900000000000014 0.089165000000000008 1.0000000180025095e-35 0.14754500000000001 0.11536 0.096775000000000014 0.086445000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -3 6 -4 8 -8 10 -7 12 -12 18 15 17 -17 -15 24 -18 21 -21 -22 -24 25 26 27 28 29 -14
right_child=1 4 3 -5 -6 9 7 -9 -10 -11 11 -13 13 14 -16 16 19 -19 -20 20 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00011122761503611399 -0.00019283502735324083 -3.2301790997735229e-05 0.00030167913530021906 -0.00012667677562733712 9.4996840609541254e-05 -9.7194355012106834e-05 -4.2172041416744751e-05 -0.00018653727292985425 9.838942577726602e-05 5.3986346350473808e-05 -6.1333095907396381e-05 0.00012434415926691145 -1.3553684385833929e-06 0.00034480551948490757 0.00026141325448406858 -0.00034219427014415323 9.9598192343452652e-05 -1.8940716533203764e-05 -0.00015714598026534077 -0.0002038506833741849 0.0001678657950337352 4.0408126343598794e-05 -7.9110183911065433e-05 7.0161138770028788e-05 7.7008968057473096e-05 -8.5731363948003431e-05 0.0001389491625203569 -9.8459706073516007e-05 7.4605100514706538e-05 -7.4057796986640569e-05
leaf_weight=25 23 29 20 21 23 20 21 20 26 43 41 20 2321 20 20 22 31 24 20 28 22 28 28 23 27 27 23 21 41 63
leaf_count=25 23 29 20 21 23 20 21 20 26 43 41 20 2321 20 20 22 31 24 20 28 22 28 28 23 27 27 23 21 41 63
internal_value=0 -4.24937e-05 1.0463e-06 1.34507e-07 2.40034e-05 1.02219e-06 4.56937e-05 -3.07199e-05 3.55854e-05 -3.11978e-07 -1.12551e-06 -4.5134e-07 -1.33329e-06 -4.51253e-07 2.3351e-05 2.28354e-06 -3.25574e-05 0.000146398 -2.75379e-06 1.00176e-05 -1.15095e-05 -8.17213e-05 4.23516e-05 -1.17917e-05 -1.52991e-06 -2.37949e-06 -1.46799e-06 -2.78835e-06 -1.95985e-06 -3.27662e-06
internal_weight=0 75 3046 3021 52 3000 87 67 47 2913 2870 2850 2830 2789 246 226 182 44 2543 160 129 56 73 51 2523 2496 2469 2446 2425 2384
internal_count=3121 75 3046 3021 52 3000 87 67 47 2913 2870 2850 2830 2789 246 226 182 44 2543 160 129 56 73 51 2523 2496 2469 2446 2425 2384
is_linear=0
shrinkage=0.1


Tree=3211
num_leaves=31
num_cat=0
split_feature=130 12 33 156 1429 47 47 9 16 47 3 2 1 47 3 47 3 131 400 130 4 132 1 400 43 47 47 12 391 129
split_gain=1.35781e-05 2.59358e-05 1.33686e-05 1.32259e-05 2.08784e-05 1.28634e-05 8.11953e-05 7.57979e-05 0.00015422 3.79359e-05 2.45817e-05 6.56417e-05 8.42824e-05 6.02402e-05 4.21738e-05 3.12862e-05 2.37871e-05 2.22782e-05 3.01234e-05 3.55534e-05 2.16452e-05 2.06764e-05 0.000455987 0.000327367 8.86779e-05 2.45449e-05 3.04385e-05 2.09053e-05 2.07907e-05 2.13137e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.009184999999999997 0.3248100000000001 -0.23166999999999996 0.094160000000000008 0.096475000000000019 0.087755000000000014 -0.39185999999999993 0.091340000000000018 -0.073884999999999992 0.10402500000000002 0.10254500000000001 0.12282000000000001 -0.077644999999999978 0.13302500000000003 -0.080409999999999995 0.13767000000000004 -0.090569999999999998 0.083500000000000005 0.09173000000000002 -0.083284999999999984 0.089475000000000013 -0.082199999999999981 -0.011244999999999998 0.087885000000000019 0.079365000000000005 0.086095000000000019 -0.086514999999999981 -0.075474999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 9 -9 17 14 12 -12 -13 16 -15 -8 18 19 -6 -14 22 24 -23 -20 26 28 -28 -25 -30
right_child=1 -3 3 -5 5 6 10 8 -10 -11 11 13 20 15 -16 -17 -18 -19 21 -21 -22 23 -24 25 -26 -27 27 -29 29 -31
leaf_value=-8.2131358758488212e-05 -6.5581215406587771e-05 0.0001087209871085096 9.3895015652378788e-05 -7.5123468970717951e-05 0.00014930480441574314 0.00020929885185545403 -2.5136633555328193e-05 1.458830333831429e-05 -0.00033939441779693878 0.00013756131782429292 0.00027594624720222782 -0.0001671942440620826 -1.8971017159914953e-05 0.00012488344393204898 -0.00015346760264947081 -4.4465392655486842e-05 7.265580460432719e-05 -9.8673269024837518e-05 -0.00020405115710673272 -1.5236210553363586e-05 0.00010752473657097046 -0.00037919718072415613 0.00042624388138210633 -9.3038678429972302e-05 6.0865954685396633e-07 -8.4429812806560868e-05 9.7330130215379459e-06 0.00014635449979512791 9.8476035848513933e-05 -4.3784352087571731e-07
leaf_weight=20 31 22 24 23 29 21 101 32 20 20 20 23 31 20 21 24 33 23 26 24 24 23 25 24 114 34 21 24 22 2222
leaf_count=20 31 22 24 23 29 21 101 32 20 20 20 23 31 20 21 24 33 23 26 24 24 23 25 24 114 34 21 24 22 2222
internal_value=0 5.29714e-07 -2.43332e-07 4.21194e-07 9.95583e-07 2.52635e-07 1.92696e-05 -2.00134e-06 -0.000121559 3.6164e-07 5.83324e-06 3.58905e-05 0.000100152 -3.60443e-05 -2.17031e-05 3.25114e-05 -1.05342e-06 -6.89296e-07 1.81504e-07 7.47957e-05 3.62271e-05 -1.37848e-06 3.28494e-05 -3.76143e-06 -3.73996e-05 -8.22566e-08 1.15761e-06 8.25978e-05 -4.58264e-07 5.319e-07
internal_weight=0 3101 3079 3048 3025 3001 318 2683 52 2631 297 142 75 67 155 44 134 2611 2588 53 55 2535 165 2370 140 2347 2313 45 2268 2244
internal_count=3121 3101 3079 3048 3025 3001 318 2683 52 2631 297 142 75 67 155 44 134 2611 2588 53 55 2535 165 2370 140 2347 2313 45 2268 2244
is_linear=0
shrinkage=0.1


Tree=3212
num_leaves=31
num_cat=0
split_feature=132 1185 15 43 1186 12 130 399 130 10 1 1 9 10 0 34 9 45 43 51 13 13 2 13 42 13 1212 13 13 15
split_gain=1.45329e-05 6.90549e-05 3.33927e-05 3.59448e-05 8.71163e-05 1.43641e-05 3.01276e-05 1.48074e-05 1.67505e-05 1.39327e-05 8.9562e-05 4.08614e-05 2.16387e-05 2.37842e-05 1.82222e-05 1.81294e-05 3.30321e-05 1.67957e-05 1.52738e-05 9.28874e-05 2.99871e-05 5.98563e-05 7.18265e-05 3.67758e-05 5.68274e-05 3.12998e-05 7.5847e-05 7.27113e-05 4.97122e-05 4.54487e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 -0.011694999999999999 1.0000000180025095e-35 0.23631000000000002 -0.22461999999999996 -0.065739999999999979 0.084685000000000024 -0.010699999999999999 0.093400000000000025 0.11146500000000002 0.08925000000000001 0.10513000000000002 -0.040504999999999992 -0.097449999999999981 -0.036024999999999995 0.094030000000000016 0.084740000000000024 0.081440000000000026 -0.097224999999999992 -0.13710499999999998 0.090675000000000019 -0.094514999999999988 0.086950000000000013 -0.091559999999999989 -0.088009999999999991 -0.090799999999999978 -0.08971999999999998 0.082685000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -3 8 -8 10 -9 -12 15 -14 -13 -11 -17 18 20 -20 21 -18 -23 24 -22 26 -25 -27 -29 -28
right_child=1 5 -4 4 -6 -7 7 9 -10 12 11 14 13 -15 -16 16 17 -19 19 -21 23 22 -24 25 -26 27 29 28 -30 -31
leaf_value=7.6532974038089286e-05 0.00018256787088397514 0.00010633662753173634 -0.00013353021877264838 -3.6477662211287391e-06 -0.00022686404176056388 -7.8140532692170546e-05 -2.3869120486779138e-05 -0.00021630090063395489 8.9193921743763467e-05 9.4315992146221117e-05 0.00012375644253789569 7.7973188374678344e-06 0.00014707647746295803 -3.4279760733451917e-06 -0.00010052631943532713 -9.7749550415236232e-05 9.3615850003687601e-06 -6.8737587711698985e-05 -1.4575737982253904e-06 -0.00023028080963740651 2.0949085869471587e-05 2.9172117241614615e-05 0.00028342367244476918 -9.416729590157048e-05 -0.00021458094641275242 -0.00018564040004830098 4.6096097474219282e-05 0.00013878277778321018 -3.8398092475919425e-07 0.00024316953733267093
leaf_weight=38 21 27 25 139 20 23 20 22 38 20 23 44 21 21 24 35 138 35 157 20 21 25 20 20 20 21 25 26 2010 22
leaf_count=38 21 27 25 139 20 23 20 22 38 20 23 44 21 21 24 35 138 35 157 20 21 25 20 20 20 21 25 26 2010 22
internal_value=0 1.88834e-06 -2.46591e-05 -1.0843e-05 -3.17253e-05 5.69972e-07 1.20407e-06 2.00327e-07 5.02067e-05 -8.46737e-07 -3.52369e-05 8.5368e-06 6.15848e-07 7.18243e-05 -3.04346e-05 -5.27843e-07 -1.25882e-06 6.03924e-08 1.01403e-06 -2.73133e-05 3.14944e-06 4.20201e-05 0.000142173 -1.36166e-07 -9.39436e-05 1.67462e-06 6.89371e-05 -5.16236e-07 1.3932e-06 0.000138343
internal_weight=0 2899 222 197 159 2878 2855 2828 58 2770 113 91 2657 42 68 2615 2595 2560 2525 177 2348 183 45 2165 41 2124 67 2057 2036 47
internal_count=3121 2899 222 197 159 2878 2855 2828 58 2770 113 91 2657 42 68 2615 2595 2560 2525 177 2348 183 45 2165 41 2124 67 2057 2036 47
is_linear=0
shrinkage=0.1


Tree=3213
num_leaves=31
num_cat=0
split_feature=400 2 400 12 4 2 130 15 40 4 33 11 9 12 1 45 16 474 130 394 393 394 390 49 475 475 50 2 3 3
split_gain=1.43195e-05 6.42743e-05 5.89252e-05 3.65652e-05 4.75072e-05 2.00463e-05 1.40012e-05 2.54126e-05 2.32483e-05 3.14475e-05 1.90557e-05 2.5609e-05 1.73164e-05 5.4562e-05 1.49379e-05 1.91648e-05 1.7808e-05 1.76961e-05 1.48486e-05 4.32006e-05 1.62264e-05 1.76584e-05 4.83829e-05 1.77959e-05 5.00671e-05 0.000126559 3.46832e-05 9.32035e-05 4.40341e-05 0.000132067
threshold=-0.08262499999999999 0.080205000000000012 -0.081639999999999976 0.089300000000000004 -0.086254999999999984 0.08542000000000001 -0.23647499999999996 -0.56020999999999987 -0.24290999999999999 0.6227450000000001 -0.009184999999999997 -1.0000000180025095e-35 0.085555000000000006 0.088795000000000013 0.15618500000000002 0.084355000000000013 -0.076354999999999992 0.11902500000000001 -0.13392499999999996 0.013605000000000001 0.092175000000000021 -0.12099999999999998 0.08975000000000001 0.09567500000000001 -0.085774999999999976 -0.079669999999999977 -0.099524999999999988 0.11474000000000002 -0.065229999999999996 -0.07359499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -6 -4 -8 -9 10 -10 -12 14 -14 15 17 -17 18 -13 20 21 -20 23 -23 -25 -26 27 -27 29 -28
right_child=2 3 6 -5 5 -7 7 8 9 -11 11 12 13 -15 -16 16 -18 -19 19 -21 -22 22 -24 24 25 26 28 -29 -30 -31
leaf_value=0.00016671610865809532 -0.00016834406261685738 -0.00017393776827702824 -8.3629507935256703e-05 8.7016160978237178e-05 7.2027355199679734e-05 -5.1171292849565888e-05 9.0386676193673115e-05 -0.00010807881729306246 -8.6178909203646575e-05 0.00010196053442390016 -0.00010765018867625093 -7.3775587791007847e-05 0.00015726295568364786 -4.3775060799412644e-05 -7.7383466064929963e-05 5.21319905766921e-06 0.00013559161656303333 -8.4518656483851377e-05 8.0830054664854996e-05 0.00013721393183716471 -7.6154713627017508e-05 3.9577144140978317e-06 -0.00015539422267465855 -0.00017039567118488431 0.00023241574002895506 0.00019995527506001633 -2.4917616985586586e-05 -8.7948295486453196e-05 3.8142635391771117e-06 -0.00025860792670755471
leaf_weight=28 21 20 20 31 25 28 31 20 26 30 22 27 27 27 25 22 20 25 27 23 28 2221 20 21 20 22 99 23 110 32
leaf_count=28 21 20 20 31 25 28 31 20 26 30 22 27 27 27 25 22 20 25 27 23 28 2221 20 21 20 22 99 23 110 32
internal_value=0 3.22325e-05 -1.42344e-06 -3.97468e-06 -4.26146e-05 6.94128e-06 -2.42398e-07 3.23322e-07 -6.33813e-07 1.07954e-07 -9.57821e-07 -1.77902e-07 6.60831e-07 5.67439e-05 -4.34463e-07 2.67627e-07 6.72982e-05 -7.75844e-07 7.38516e-09 7.60273e-07 -4.36233e-07 3.80768e-07 -4.65077e-07 7.51007e-07 -2.10291e-05 -1.07785e-05 -2.7785e-05 5.28046e-05 -4.28329e-05 -8.20023e-05
internal_weight=0 132 2989 104 73 53 2968 2948 2917 2897 2867 2841 2819 54 2765 2740 42 2698 2673 2646 2623 2595 2568 2548 327 306 286 45 241 131
internal_count=3121 132 2989 104 73 53 2968 2948 2917 2897 2867 2841 2819 54 2765 2740 42 2698 2673 2646 2623 2595 2568 2548 327 306 286 45 241 131
is_linear=0
shrinkage=0.1


Tree=3214
num_leaves=31
num_cat=0
split_feature=16 472 3 2 155 156 1 121 0 42 475 49 160 3 13 42 0 13 0 484 159 1 456 484 1447 1447 158 13 1455 1456
split_gain=1.18111e-05 4.91631e-05 7.34502e-05 0.000136156 4.77944e-05 1.43016e-05 2.79094e-05 4.29453e-05 2.48841e-05 2.27212e-05 1.59215e-05 3.7884e-05 1.57615e-05 6.89119e-05 4.43038e-05 4.92274e-05 4.00336e-05 0.000118533 3.40157e-05 2.04157e-05 4.7815e-05 4.55322e-05 3.31061e-05 2.76031e-05 2.3886e-05 2.88832e-05 2.28891e-05 5.2557e-05 3.27879e-05 6.67471e-05
threshold=0.62682500000000008 -0.38234499999999999 -0.094874999999999987 0.10912000000000001 0.11854500000000001 0.116275 0.16540500000000002 -0.094339999999999993 -0.05208999999999999 -0.23108499999999998 0.055635000000000011 0.10269000000000002 0.11055500000000001 0.088060000000000013 0.056795000000000005 0.083235000000000017 -0.082284999999999983 -0.083894999999999983 -0.076234999999999983 -0.093244999999999981 0.097495000000000012 0.081670000000000006 0.086265000000000022 -0.088654999999999998 0.087755000000000014 1.0000000180025095e-35 -0.25150999999999996 -0.07743499999999999 0.09550500000000002 -0.077604999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 -1 -7 -9 12 -12 19 14 15 -14 17 -17 -18 20 21 22 -11 -21 25 26 27 -25 -28 -30
right_child=1 2 -4 -5 -6 8 -8 9 -10 10 11 -13 13 -15 -16 16 18 -19 -20 23 -22 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.00013331797244973132 -0.00017403287842171269 -8.9055248863587622e-05 -0.00010144757304967949 0.00027993861897812172 0.00012462543265974823 1.066712218367872e-05 0.00011295518832577562 9.2309365626769488e-05 -0.00012698851123028971 0.00015941463709515078 0.00011518412498440336 -5.1379252065750987e-05 0.00016381257053126321 -0.00019172213423703595 -0.00013651818517246284 7.6218591566430411e-05 0.00015557200786133765 -0.0002420445793011988 -2.8861546888947489e-05 -0.00010983197191861742 0.0001798404282973414 -0.00010010539621180215 -1.6121677849283018e-05 -0.00013747540716714277 -9.7053440345916896e-05 0.00012087215218343773 2.8040643169227175e-07 3.904221389788173e-05 -3.6656263026608424e-05 0.00021547204972497034
leaf_weight=24 20 20 36 20 31 29 22 27 24 21 36 22 20 23 21 25 20 22 20 23 21 25 22 37 25 20 2392 31 21 21
leaf_count=24 20 20 36 20 31 29 22 27 24 21 36 22 20 23 21 25 20 22 20 23 21 25 22 37 25 20 2392 31 21 21
internal_value=0 -3.45323e-05 2.17835e-06 9.54417e-05 1.0959e-06 -1.83135e-07 7.44669e-07 -1.01042e-07 -5.16675e-05 1.00335e-06 1.43772e-07 5.20049e-05 -9.26672e-07 -3.23546e-05 -3.71826e-06 2.23453e-05 -1.01759e-05 -7.27557e-05 6.33552e-05 8.58066e-07 4.79443e-05 7.2117e-06 6.96054e-05 -7.72547e-07 2.12285e-07 1.17646e-06 2.19657e-07 -5.70041e-05 1.81835e-06 8.94079e-05
internal_weight=0 96 76 40 3025 2994 2941 2919 53 2895 2868 58 2810 151 128 107 87 47 40 2659 89 68 43 2570 2547 2522 2502 68 2434 42
internal_count=3121 96 76 40 3025 2994 2941 2919 53 2895 2868 58 2810 151 128 107 87 47 40 2659 89 68 43 2570 2547 2522 2502 68 2434 42
is_linear=0
shrinkage=0.1


Tree=3215
num_leaves=31
num_cat=0
split_feature=400 399 400 130 4 4 394 160 160 456 482 483 158 0 158 52 131 131 481 1447 1447 42 1447 158 160 51 160 1371 157 151
split_gain=1.15088e-05 5.62635e-05 4.79867e-05 3.40263e-05 5.09297e-05 2.18866e-05 1.23251e-05 1.22766e-05 3.71159e-05 3.17696e-05 3.20572e-05 0.000145692 5.2724e-05 0.000110787 6.21301e-05 5.17988e-05 4.47159e-05 5.16971e-05 4.15087e-05 2.51986e-05 6.16283e-05 5.80304e-05 3.08515e-05 3.37142e-05 2.57999e-05 0.000134616 8.75066e-05 0.00012916 0.000123243 4.33654e-05
threshold=-0.08262499999999999 0.090145000000000017 -0.081639999999999976 0.087820000000000023 -0.085964999999999986 -0.079329999999999984 0.10448000000000002 -0.090484999999999996 -0.088854999999999976 0.089295000000000013 0.090355000000000005 0.10143000000000001 0.10380000000000002 -0.085669999999999982 0.09445000000000002 -0.018574999999999998 0.090690000000000007 0.088495000000000004 -0.081334999999999977 -0.086424999999999988 -0.084894999999999984 0.084050000000000014 -0.082229999999999984 0.13769500000000004 -0.085764999999999994 -0.085384999999999989 -0.081969999999999987 0.083235000000000017 -0.085154999999999995 -0.52488999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 7 9 -9 10 12 -12 14 -14 15 -4 17 18 -17 21 -21 -10 -22 24 25 -24 28 29 -26 -28
right_child=2 -3 6 -5 5 -7 -8 8 19 -11 11 -13 13 -15 -16 16 -18 -19 -20 20 22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=0.00016081262557153506 -0.00015190897711796599 0.00018339348549488931 0.00014218374643201843 -0.00011017522357922811 -6.4637335354315211e-05 4.9621788275544534e-05 7.270895173702309e-05 -0.00012244366617568842 -2.7526072293627438e-05 -0.00010328705634905914 0.00030178966148014302 -5.7211258731863033e-05 6.7454978964703446e-05 -0.00021921107337610529 0.00019612797754234637 0.00013582051227179666 0.00011391075507276583 -0.00016581920417593212 -1.1158062622308913e-05 -0.0001394508477736081 9.2726283936131313e-05 0.00019904520944692195 0.00026932704524369912 -0.00012643017292827028 -0.00032526538692764009 -6.7907183055749878e-05 -0.00013649843254673517 0.0002354000747563196 -2.2476709725707203e-05 -1.3320641245027482e-06
leaf_weight=22 21 20 29 22 38 30 23 26 26 22 20 26 26 28 20 21 32 20 226 33 34 20 20 22 20 29 24 23 41 2157
leaf_count=22 21 20 29 22 38 30 23 26 26 22 20 26 26 28 20 21 32 20 226 33 34 20 20 22 20 29 24 23 41 2157
internal_value=0 2.88964e-05 -1.27612e-06 1.30766e-06 2.8559e-05 -1.42289e-05 -2.10321e-07 -7.79809e-07 -3.59337e-06 1.40363e-05 1.97977e-05 9.88761e-05 1.07489e-05 -8.11867e-05 2.50148e-05 1.45811e-05 2.20491e-06 -1.11831e-05 1.33809e-06 -2.33159e-06 -3.73504e-06 7.09832e-05 -1.84532e-06 -3.22179e-06 -2.05041e-06 6.97394e-05 -3.60348e-06 -3.33495e-07 -0.000121752 -2.81945e-06
internal_weight=0 132 2989 112 90 68 2968 2945 2475 470 448 46 402 54 348 328 299 267 247 2449 2403 46 2370 2336 2314 49 2265 2204 61 2181
internal_count=3121 132 2989 112 90 68 2968 2945 2475 470 448 46 402 54 348 328 299 267 247 2449 2403 46 2370 2336 2314 49 2265 2204 61 2181
is_linear=0
shrinkage=0.1


Tree=3216
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1208 1208 403 3 402 1210 1210 1210 3 4 1185 3 129 130 1184 15 480 15 133 3 1 483 483 4 160 484
split_gain=1.18648e-05 0.000332959 0.000197318 7.63098e-05 1.19624e-05 3.55654e-05 1.80978e-05 0.000136236 3.26297e-05 2.00223e-05 1.93121e-05 2.76481e-05 0.000113969 4.56089e-05 1.44238e-05 3.07796e-05 1.61198e-05 5.56503e-05 2.06106e-05 1.39305e-05 3.44884e-05 2.5408e-05 2.07665e-05 4.83681e-05 2.58466e-05 1.57195e-05 5.55394e-05 3.92356e-05 3.73136e-05 3.08229e-05
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.11846000000000001 0.10480500000000002 -0.53960999999999981 -0.085709999999999995 0.23460000000000003 -0.094799999999999982 -0.085329999999999975 -0.064344999999999999 -0.082334999999999978 -0.082594999999999988 1.0000000180025095e-35 -0.08867499999999999 -0.077709999999999987 -0.0087849999999999977 0.081725000000000006 0.12044500000000001 0.11704500000000002 0.12961500000000001 0.10397500000000001 -0.072624999999999981 0.10022000000000002 0.10045000000000003 0.10357500000000001 -0.0078799999999999981 -0.072884999999999991 -0.077099999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 -4 9 -8 -11 12 13 -12 16 -16 17 -13 19 20 25 -21 23 -23 -25 -18 -27 28 -28 -29
right_child=2 -3 4 -5 -6 -7 8 -9 -10 10 11 14 -14 -15 15 -17 18 -19 -20 21 -22 22 -24 24 -26 26 27 29 -30 -31
leaf_value=1.2399174155771934e-06 -0.00030003968482064506 0.00038239077700342496 -0.00014551741395345226 -0.00020489274505052892 7.0890417589453136e-05 -0.00011018447395803504 9.1991184429692419e-05 0.00017497887214024861 -0.00010941807153425613 -8.9055614868508803e-05 7.181191057134129e-05 5.3234605657053188e-05 0.00026441704867465889 -0.0001256086821575247 -2.8982842270814785e-05 0.00011125439478372061 -3.9369389019297744e-06 -0.0001826685655214533 0.00010037799258952874 0.00011901819410083521 -0.00012007860839366913 -0.00014644786022559165 9.0946077303353544e-05 -4.494173184260338e-05 9.4287981361655215e-05 0.00018523538848967292 0.00015703901808592491 2.8475670599921917e-05 -1.4329556196807298e-05 -0.00012356774344273919
leaf_weight=176 22 23 21 20 24 29 24 36 27 24 25 20 20 22 29 34 2231 20 20 26 25 21 23 24 30 20 24 24 27 30
leaf_count=176 22 23 21 20 24 29 24 36 27 24 25 20 20 22 29 34 2231 20 20 26 25 21 23 24 30 20 24 24 27 30
internal_value=0 2.24446e-05 -1.69377e-06 -1.9794e-05 5.85262e-07 -5.53754e-09 1.1247e-06 5.69013e-05 -2.30466e-08 1.05375e-06 2.5107e-07 1.04638e-06 6.44813e-05 -2.05977e-05 -5.70872e-07 4.67007e-05 -1.73193e-06 -6.4717e-05 -7.34147e-07 -1.54143e-06 -3.24324e-06 3.1136e-05 7.82033e-06 -1.76716e-05 3.24081e-05 -2.00347e-06 3.2505e-05 3.41354e-06 6.63145e-05 -5.59929e-05
internal_weight=0 219 2902 196 2880 2856 2827 57 2770 2743 2719 2695 67 47 2628 63 2565 40 2525 2505 2381 124 98 75 54 2356 125 105 51 54
internal_count=3121 219 2902 196 2880 2856 2827 57 2770 2743 2719 2695 67 47 2628 63 2565 40 2525 2505 2381 124 98 75 54 2356 125 105 51 54
is_linear=0
shrinkage=0.1


Tree=3217
num_leaves=31
num_cat=0
split_feature=132 1203 399 393 133 1176 48 131 400 16 52 130 120 12 10 0 10 13 34 97 9 2 14 45 157 131 51 51 2 2
split_gain=1.16865e-05 8.81695e-05 7.31412e-05 1.92602e-05 6.04067e-05 1.38125e-05 1.29195e-05 1.59972e-05 3.42415e-05 1.98641e-05 1.59305e-05 1.47714e-05 1.23946e-05 2.61386e-05 1.65838e-05 8.83843e-05 7.79083e-05 2.51869e-05 2.0142e-05 0.000114565 2.18294e-05 2.00511e-05 2.0644e-05 5.88094e-05 5.29812e-05 1.51412e-05 1.75936e-05 0.000105281 3.72196e-05 4.75228e-05
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.092175000000000021 -0.020859999999999997 0.086510000000000017 0.086125000000000021 -0.076979999999999979 0.10931000000000002 -0.090764999999999985 0.086040000000000019 0.085970000000000005 0.093680000000000013 0.22926500000000002 -0.011559999999999999 -0.10224499999999999 -0.086389999999999981 -0.07692499999999998 -0.057544999999999992 -0.079444999999999988 0.088235000000000022 -0.045829999999999989 -0.31455999999999995 0.094030000000000016 -0.075754999999999989 0.13602500000000003 0.094075000000000006 0.090560000000000015 0.11510000000000002 0.093320000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 12 7 -1 9 -9 11 -11 13 14 15 -2 17 -17 19 -16 21 -20 24 25 -23 26 27 -24 29 -28
right_child=2 -3 -4 4 -6 -7 -8 8 -10 10 -12 -13 -14 -15 18 16 -18 -19 20 -21 -22 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=8.3668914733910551e-05 -0.00021224929258333643 -0.00022244798135943715 0.00013949428070382535 -0.00018666111625082393 5.617297738353955e-05 8.3638315263669948e-05 -6.7681829316895286e-05 8.858330935860674e-05 -0.00010846976343040855 -7.8113708155537359e-05 4.7363440971821552e-05 2.9617999261972729e-05 -7.4525662752090616e-05 0.00010939901143997718 -4.6353648701226221e-05 -3.4793700890716267e-06 0.00016110433989524608 -0.00014059611941255362 8.8669486621466403e-05 0.00024039323573312937 -7.5054554999472829e-05 0.00019149097344779877 -5.7772563903211614e-07 -0.00014024275219223152 -2.8365018264826469e-06 6.7904082397669273e-05 4.807209284001402e-05 -0.00018922914763000638 0.00010297998140936681 -5.0388966826366694e-05
leaf_weight=24 23 20 38 21 20 20 26 30 26 35 35 20 22 22 38 37 24 21 26 22 38 20 2124 30 47 33 114 30 49 86
leaf_count=24 23 20 38 21 20 20 26 30 26 35 35 20 22 22 38 37 24 21 26 22 38 20 2124 30 47 33 114 30 49 86
internal_value=0 -2.2441e-05 1.6686e-06 -1.58181e-07 -6.82055e-05 8.29059e-07 -2.03208e-06 8.00847e-06 -4.42886e-06 1.81133e-05 -5.37666e-06 -3.89385e-05 2.38829e-07 8.2964e-07 -3.51411e-08 -3.90141e-05 9.57621e-06 -5.31251e-05 1.50524e-06 5.87869e-05 1.8183e-07 1.29906e-06 4.02242e-07 -1.08582e-06 5.51717e-05 6.27938e-07 -2.95954e-07 -3.20518e-06 2.48706e-05 5.73384e-06
internal_weight=0 216 2905 2867 41 2826 196 170 146 120 90 55 2806 2784 2762 105 82 58 2657 60 2597 2559 2533 2466 67 2436 2403 2154 249 200
internal_count=3121 216 2905 2867 41 2826 196 170 146 120 90 55 2806 2784 2762 105 82 58 2657 60 2597 2559 2533 2466 67 2436 2403 2154 249 200
is_linear=0
shrinkage=0.1


Tree=3218
num_leaves=31
num_cat=0
split_feature=33 12 130 50 132 1211 50 399 399 403 130 50 2 2 2 157 12 42 16 1 15 0 157 47 47 9 3 13 42 128
split_gain=1.38787e-05 1.28795e-05 3.00885e-05 1.26202e-05 0.00031347 0.00026666 4.15509e-05 3.18741e-05 8.16053e-05 2.23968e-05 2.2041e-05 1.90941e-05 2.12078e-05 5.15497e-05 3.86416e-05 6.98115e-05 3.09637e-05 2.90829e-05 2.64165e-05 2.6452e-05 4.46834e-05 3.12845e-05 2.02963e-05 1.74735e-05 0.000107265 6.73091e-05 0.000188417 2.1124e-05 2.53367e-05 1.95081e-05
threshold=-0.009184999999999997 0.23631000000000002 -0.22461999999999996 0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.094500000000000015 0.09141500000000001 0.099760000000000015 -1.0000000180025095e-35 0.09364500000000002 0.099595000000000017 0.089775000000000008 0.092875000000000013 0.087505000000000013 -0.082934999999999995 0.084535000000000013 0.088295000000000012 -0.091744999999999979 0.10205500000000002 -0.077219999999999983 -0.072269999999999987 -0.073574999999999988 0.094160000000000008 0.096850000000000006 0.087755000000000014 -0.13309499999999996 0.095120000000000024 -0.0098899999999999978 0.11787500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 9 7 23 -9 -6 -10 -11 14 -14 15 -13 -17 -18 -15 20 -20 -21 -22 25 -25 29 -27 28 -26 -4
right_child=1 -3 3 4 5 -7 -8 8 10 11 -12 12 13 18 -16 16 17 -19 19 21 22 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=-6.6577298181777402e-05 0.00010632598918568369 -7.3884835886849984e-05 1.9088250374931129e-06 0.00038382142893996472 9.5538592063348915e-05 -0.00035077161779294592 -0.00011048351470630485 -0.00021715457193446734 7.5993041415737636e-05 0.00010031170459114947 -5.356043864218198e-05 0.00014429975444390611 0.00017405709070208972 -8.4949255464240341e-05 -0.00011994845386432257 -0.00012394835277267828 7.1662551424871645e-05 -5.6032811587448086e-05 -0.00011701731724315322 0.00017994107824051756 -1.7826227194746027e-05 5.1852354989109921e-06 0.00012463897808629554 0.00023208740749396385 0.00010231464661172077 9.3419526849009522e-05 -0.00030784186486562253 -8.3380779930545634e-05 1.1415194653125462e-06 -8.692759080440738e-05
leaf_weight=31 27 23 2200 22 32 21 35 24 24 21 29 27 21 26 33 29 31 42 25 20 20 21 20 23 29 22 25 24 169 25
leaf_count=31 27 23 2200 22 32 21 35 24 24 21 29 27 21 26 33 29 31 42 25 20 20 21 20 23 29 22 25 24 169 25
internal_value=0 6.6792e-07 1.227e-06 2.9356e-07 1.65892e-05 -4.17974e-06 -2.25399e-06 -7.93681e-07 -6.41705e-05 1.55986e-05 5.10529e-06 7.98527e-06 1.83017e-06 2.85298e-05 -2.33861e-05 1.31591e-06 -3.65328e-05 -1.80601e-06 5.37767e-06 2.75333e-05 -1.21412e-05 9.0432e-05 5.34064e-05 1.14514e-06 2.6518e-05 -1.59093e-06 -0.000120017 5.22028e-06 1.59598e-05 9.10663e-07
internal_weight=0 3090 3067 3040 411 389 2629 2594 77 368 53 336 315 153 162 129 102 73 132 106 65 41 40 2517 245 2272 47 222 198 2225
internal_count=3121 3090 3067 3040 411 389 2629 2594 77 368 53 336 315 153 162 129 102 73 132 106 65 41 40 2517 245 2272 47 222 198 2225
is_linear=0
shrinkage=0.1


Tree=3219
num_leaves=31
num_cat=0
split_feature=130 10 3 1 132 1185 1203 1186 0 12 2 2 130 401 402 401 401 133 133 0 0 16 3 2 2 2 12 158 131 132
split_gain=1.4149e-05 2.62009e-05 3.68553e-05 2.27752e-05 1.15542e-05 7.27124e-05 3.59237e-05 1.44619e-05 1.3974e-05 2.03373e-05 1.84481e-05 2.96976e-05 2.11404e-05 1.23681e-05 1.5156e-05 0.000142393 2.41714e-05 1.21518e-05 5.33669e-05 4.71451e-05 9.37802e-05 3.8902e-05 4.67316e-05 0.000109428 0.000193322 0.000105527 7.36411e-05 2.82484e-05 3.03037e-05 2.1375e-05
threshold=-0.23647499999999996 -0.38124499999999995 -0.0063699999999999989 0.16540500000000002 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.010834999999999999 -0.073309999999999986 0.086305000000000007 0.097070000000000004 0.089125000000000024 1.0000000180025095e-35 -0.47144999999999992 -0.45015499999999992 -1.0000000180025095e-35 -0.06959499999999999 0.11667000000000001 0.11224500000000003 -0.087084999999999982 -0.082619999999999985 -0.08453999999999999 -0.081054999999999974 0.090935000000000016 0.086285000000000014 0.09358000000000001 0.10408500000000002 -0.47382999999999992 0.11767000000000001 0.10676500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 -3 9 -9 11 12 -11 -7 15 -15 -16 18 27 -19 -21 -22 23 24 -23 -24 -27 -18 29 -29
right_child=1 3 -4 -5 5 13 -8 8 -10 10 -12 -13 -14 14 16 -17 17 19 -20 20 21 22 25 -25 -26 26 -28 28 -30 -31
leaf_value=-8.3839991457352884e-05 0.00017710298925521784 5.9693990520567497e-05 -1.2575021398896795e-05 -0.00010190338486030339 0.00018731320453211776 6.9187869429207733e-05 -0.000129918380709434 4.9778324986012504e-05 3.797294718424382e-05 -1.4957343784558093e-05 -0.00012349844080206284 7.406433325654473e-05 -0.00013909117420236885 -0.00022555460211879112 8.119116183799044e-05 0.00010564813648535939 -0.00011791505832661643 -0.00013277569910728331 0.00015348477855972622 0.00019098287742632568 6.986280514473203e-05 6.5101367028939819e-05 -0.00030433649410042561 0.00019673398305063269 -0.00032078764255857097 0.00010253143809677568 -0.0001533808756073046 1.3990118690668373e-06 9.516180811367711e-05 -6.818352191556996e-05
leaf_weight=20 20 28 21 22 21 26 27 24 35 34 27 21 23 25 37 27 20 33 23 22 33 37 20 21 20 22 23 2330 34 45
leaf_count=20 20 28 21 22 21 26 27 24 35 34 27 21 23 25 37 27 20 33 23 22 33 37 20 21 20 22 23 2330 34 45
internal_value=0 5.40727e-07 7.99508e-05 -5.23265e-07 2.1089e-07 1.92979e-06 -2.1915e-05 -6.72703e-06 -1.80672e-05 -3.32719e-05 -5.22548e-05 -2.75935e-05 -6.50464e-05 5.38418e-07 -1.05481e-07 -5.35839e-05 9.16902e-07 -1.90123e-07 1.87553e-06 -2.21164e-05 -3.67319e-06 -2.80052e-05 -5.05901e-05 1.59502e-06 -7.02983e-05 -0.000113212 -2.82682e-05 4.3995e-07 1.42256e-06 8.0606e-08
internal_weight=0 3101 41 3060 3038 2819 219 192 164 129 105 78 57 2798 2772 52 2720 2683 2452 231 198 176 143 78 57 65 45 2429 2409 2375
internal_count=3121 3101 41 3060 3038 2819 219 192 164 129 105 78 57 2798 2772 52 2720 2683 2452 231 198 176 143 78 57 65 45 2429 2409 2375
is_linear=0
shrinkage=0.1


Tree=3220
num_leaves=31
num_cat=0
split_feature=473 16 50 1420 474 1429 474 1 121 124 44 0 1428 475 1 1 1 1 1 1 1210 1 0 1 457 0 393 1 50 2
split_gain=1.15274e-05 2.93455e-05 7.36698e-05 3.49738e-05 1.89259e-05 3.2649e-05 2.02323e-05 1.33177e-05 3.59965e-05 1.5683e-05 1.45721e-05 1.68132e-05 1.58605e-05 3.1142e-05 1.599e-05 0.000217162 0.00015367 0.000139176 0.000185692 8.2469e-05 6.29708e-05 9.14241e-05 4.98277e-05 5.28371e-05 4.97099e-05 6.72446e-05 4.36014e-05 4.35789e-05 3.37476e-05 3.23635e-05
threshold=-0.072684999999999986 0.63636000000000015 -0.23452499999999996 1.0000000180025095e-35 -0.090834999999999985 -0.072014999999999982 -0.072334999999999983 0.16540500000000002 -0.094339999999999993 0.14970500000000003 0.084760000000000016 -0.11991499999999998 -0.020064999999999996 0.12365000000000002 0.091345000000000023 0.09202500000000001 0.092845000000000025 0.093400000000000025 0.094090000000000021 0.090740000000000015 -0.42132499999999995 0.090130000000000016 -0.23051499999999997 0.089475000000000013 0.11612500000000002 -0.26343999999999995 0.11170000000000001 0.094715000000000008 0.13276000000000002 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -6 8 -8 10 12 -12 -10 14 19 -16 -17 -18 -19 20 -14 22 -22 26 25 -20 29 -27 -29 -24
right_child=1 2 -4 -5 6 -7 7 -9 9 -11 11 -13 13 -15 15 16 17 18 24 -21 21 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=6.6307553424849175e-05 -0.00015255735485301229 2.8780945124001138e-05 -0.00022443835428930469 0.00013245561887742952 9.8634814466571542e-05 7.8280456727952698e-06 -0.00012242927765934535 7.5928856202391113e-05 -7.5852264516080539e-05 8.8790613444871284e-05 0.00012173836626711168 -7.8427007205542996e-07 0.00017779794623493217 0.00011829447499952619 -0.00026019280100145437 0.00022380714413131877 -0.00024769872229626346 0.00028318092369194017 -0.0001750125214200055 0.0001683875958618349 0.00015537990595389386 -0.00017375821771565826 -3.6103932799820353e-05 0.00013437532259809689 0.00010839077710415675 -0.00014964792297343427 -0.00011925800138288329 -1.7854731025749255e-06 -0.00011209282943284429 5.361416592296277e-06
leaf_weight=26 22 27 20 20 21 30 24 23 28 20 21 24 20 22 34 29 24 22 26 30 21 30 214 29 33 22 31 636 29 1563
leaf_count=26 22 27 20 20 21 30 24 23 28 20 21 24 20 22 34 29 24 22 26 30 21 30 214 29 33 22 31 636 29 1563
internal_value=0 -5.57029e-07 -7.89719e-05 6.52125e-07 -2.1844e-07 -6.00273e-05 8.26608e-07 1.31524e-07 -4.63066e-07 5.43533e-07 -6.75966e-08 5.6393e-05 -9.61274e-07 -2.16355e-07 -1.14985e-06 -1.25414e-05 -2.28541e-06 -1.0564e-05 -3.15359e-06 3.87583e-06 1.28917e-06 -5.8063e-07 2.21556e-06 4.64637e-07 -1.15978e-05 -1.71512e-05 -1.68327e-06 -1.11769e-05 -6.59587e-06 3.6784e-07
internal_weight=0 3095 47 3048 3028 52 2976 2955 2932 2908 2888 45 2843 2815 2793 855 821 792 768 1938 1908 1888 1858 1837 746 713 1808 687 665 1777
internal_count=3121 3095 47 3048 3028 52 2976 2955 2932 2908 2888 45 2843 2815 2793 855 821 792 768 1938 1908 1888 1858 1837 746 713 1808 687 665 1777
is_linear=0
shrinkage=0.1


Tree=3221
num_leaves=31
num_cat=0
split_feature=1212 1212 1212 1 1446 4 402 1 0 133 1212 1447 15 0 3 1447 15 1177 132 43 1211 50 394 0 2 130 399 401 2 133
split_gain=1.20984e-05 7.43365e-05 7.0089e-05 6.59747e-05 5.1641e-05 2.95491e-05 4.92015e-05 2.80949e-05 5.00155e-05 4.8976e-05 2.46335e-05 1.60121e-05 0.000118543 0.000135503 8.13997e-05 4.5126e-05 1.52999e-05 1.38364e-05 1.5458e-05 0.000455981 0.000452648 0.000110196 3.72905e-05 2.65079e-05 2.27395e-05 4.0621e-05 2.96261e-05 1.44485e-05 7.32706e-05 3.46631e-05
threshold=0.087505000000000013 0.08815000000000002 0.086920000000000011 0.091615000000000016 0.08376500000000002 -0.064054999999999987 0.097825000000000009 0.078340000000000007 -0.080604999999999996 -0.012979999999999998 0.085235000000000019 -0.085709999999999995 0.087575000000000014 -0.087414999999999979 -0.082234999999999989 -0.084149999999999989 -0.012384999999999998 -0.085989999999999997 -0.083284999999999984 -0.011694999999999999 0.10406000000000001 0.09227500000000001 0.10969000000000002 -0.097274999999999986 0.097385000000000013 0.10797500000000002 0.087485000000000021 -0.06959499999999999 0.091895000000000018 0.51114000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 5 6 7 8 9 -3 11 12 13 14 -1 -13 -7 -17 19 -19 22 23 27 -21 25 26 -25 28 -20 -29
right_child=1 3 -4 -5 -6 16 -8 -9 -10 -11 -12 15 -14 -15 -16 17 -18 18 20 21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.00023432630441675429 0.00019214819659954746 1.3280485349711061e-07 -0.0001686294581340917 0.00014082209400517206 -0.00013934026491338515 -1.0595801868475973e-05 0.00017030660319505841 -7.4762985397163525e-05 -6.2845325505299525e-05 0.00018258867702180789 9.4607835516971714e-05 -0.00014555340871166581 0.00023274178088286137 -0.00019072174742177595 -1.3809923005353014e-05 -8.4605841475422498e-05 -0.00013428839447442444 0.00044283767572620575 -8.2950446922041025e-05 -9.3202335626093235e-05 -0.00047697229343611984 -0.00023130262428215553 0.00013669397423655028 0.00012337968117840913 9.2116322886078819e-05 -0.00012944403149958816 -2.6412470634245585e-05 1.6357499881549108e-07 0.00017875950474974714 -9.149546583233003e-05
leaf_weight=20 23 31 25 31 29 20 20 35 36 28 27 22 24 30 39 20 20 23 20 24 20 24 20 23 33 20 31 2338 23 42
leaf_count=20 23 31 25 31 29 20 20 35 36 28 27 22 24 30 39 20 20 23 20 24 20 24 20 23 33 20 31 2338 23 42
internal_value=0 2.01097e-05 -1.92765e-06 4.28212e-06 -1.50455e-05 3.92585e-06 2.42906e-05 1.82664e-06 3.00439e-05 8.6722e-05 -4.5137e-07 -1.36932e-06 3.55052e-05 -1.76822e-05 7.03041e-05 -2.92237e-06 -7.24421e-05 -1.74316e-06 -1.11565e-06 2.7343e-05 -3.17234e-06 -3.43111e-05 7.06495e-07 1.77899e-06 2.30832e-05 -7.70182e-06 3.73879e-05 -4.15977e-07 5.70339e-05 -1.45394e-06
internal_weight=0 273 2848 250 219 190 150 130 95 59 2823 2796 113 89 59 2683 40 2661 2641 178 2463 155 2443 131 107 74 54 2423 43 2380
internal_count=3121 273 2848 250 219 190 150 130 95 59 2823 2796 113 89 59 2683 40 2661 2641 178 2463 155 2443 131 107 74 54 2423 43 2380
is_linear=0
shrinkage=0.1


Tree=3222
num_leaves=31
num_cat=0
split_feature=1211 50 1185 1186 1212 402 16 1210 1204 401 1212 403 1209 132 0 128 133 1210 402 403 1209 0 403 1212 52 129 133 394 0 130
split_gain=1.54218e-05 4.32251e-05 1.79395e-05 2.82671e-05 1.68191e-05 1.61847e-05 5.42502e-05 2.58461e-05 2.02422e-05 1.67475e-05 2.0267e-05 2.30874e-05 3.18721e-05 1.96312e-05 3.20611e-05 3.18689e-05 2.5062e-05 1.76339e-05 3.12589e-05 1.90341e-05 2.02988e-05 0.000123283 1.65904e-05 1.66946e-05 3.85506e-05 1.92573e-05 6.3321e-05 2.29145e-05 0.000172525 2.06074e-05
threshold=0.11716500000000001 0.090980000000000019 -0.10973499999999999 -0.092084999999999986 0.13613500000000003 -0.45454999999999995 -0.072359999999999994 0.26755500000000004 0.058775000000000008 0.13571500000000003 0.11473500000000002 -0.55327499999999985 -0.094304999999999986 -0.41127499999999995 -0.085384999999999975 0.11787500000000002 -0.54084999999999994 -0.13847499999999999 0.13174500000000003 -0.5341999999999999 -0.080224999999999977 -0.085134999999999975 0.44389500000000004 -0.087464999999999987 0.086275000000000004 0.10311000000000002 -0.0036349999999999998 -0.10421499999999999 -0.086729999999999988 -0.22699999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -5 8 9 10 11 -7 -13 14 -14 16 -15 -18 19 -19 21 -21 23 24 -22 27 -27 28 -25 -29
right_child=1 -3 3 4 -6 7 -8 -9 -10 -11 -12 12 13 15 -16 -17 17 18 -20 20 22 -23 -24 25 -26 26 -28 29 -30 -31
leaf_value=-9.5323467539856218e-05 -1.6822869452660211e-05 0.00016948614013017507 9.795299566607796e-05 -3.5979345557279889e-05 -8.4628389898474187e-05 9.3673238118823917e-05 0.00016573252087255242 -0.00011211943042109766 -9.860672074691614e-05 7.4255942405822392e-05 -9.8728879986863062e-05 -0.00012678227125434207 -2.006865994189866e-05 9.5871908194601057e-05 0.00015898735720838887 -0.00010537977924004422 8.2644640002399686e-05 -8.1344529663228654e-05 -0.00012325758774143954 0.00022615413814175715 2.8737576911225917e-05 -0.00011331950769601918 7.554138215449971e-05 -0.00028487720905104655 -0.00014687708718702199 0.00015932828527487195 -3.9997673293863266e-05 -9.5085001932760784e-05 0.00013048354218881287 2.6702010523324463e-08
leaf_weight=20 33 20 29 30 24 26 24 21 21 30 21 20 20 27 20 29 25 29 21 23 25 20 28 20 25 30 34 23 20 2383
leaf_count=20 33 20 29 30 24 26 24 21 21 30 21 20 20 27 20 29 25 29 21 23 25 20 28 20 25 30 34 23 20 2383
internal_value=0 5.34824e-05 -9.23911e-07 -3.04491e-07 -1.24834e-06 -5.80182e-07 5.36704e-05 -1.57628e-06 -7.8128e-07 -7.26444e-08 -8.49869e-07 -1.28149e-07 -9.92371e-07 -9.45135e-08 6.94593e-05 -1.10181e-06 4.68824e-09 -9.51858e-07 -1.73139e-06 -7.71968e-07 1.16137e-07 6.82594e-05 -1.01607e-06 -1.85342e-06 -5.90698e-05 -7.13653e-07 5.34364e-05 -2.1305e-06 -7.71968e-05 -8.82512e-07
internal_weight=0 53 3068 3048 3019 2995 54 2941 2920 2899 2869 2848 2822 2802 40 2762 2733 2706 2681 2660 2631 43 2588 2560 50 2510 64 2446 40 2406
internal_count=3121 53 3068 3048 3019 2995 54 2941 2920 2899 2869 2848 2822 2802 40 2762 2733 2706 2681 2660 2631 43 2588 2560 50 2510 64 2446 40 2406
is_linear=0
shrinkage=0.1


Tree=3223
num_leaves=31
num_cat=0
split_feature=1211 43 1200 1203 1211 43 132 1186 1204 52 52 393 401 133 15 1210 42 133 133 1208 1209 1209 1209 401 401 401 129 129 402 1212
split_gain=1.24917e-05 4.06389e-05 1.53053e-05 3.17763e-05 2.2725e-05 2.25272e-05 2.12711e-05 0.00043477 0.000368842 3.29192e-05 1.85628e-05 1.82028e-05 1.68468e-05 5.94716e-05 5.88763e-05 3.01688e-05 1.42175e-05 2.52395e-05 1.62103e-05 1.33582e-05 5.5342e-05 1.8059e-05 2.42732e-05 2.53071e-05 2.19251e-05 2.40612e-05 3.8765e-05 4.10589e-05 3.13205e-05 2.24115e-05
threshold=0.11716500000000001 0.062770000000000006 0.084780000000000008 0.094640000000000016 0.11088500000000003 -0.029804999999999995 -0.083284999999999984 1.0000000180025095e-35 -0.08130999999999998 0.10347000000000002 0.08734500000000002 0.10159000000000001 -0.06959499999999999 0.51114000000000004 0.095175000000000023 0.24726500000000004 -0.074124999999999983 -0.37971999999999995 -0.015929999999999996 0.10233500000000001 -0.094304999999999986 -0.087714999999999987 -0.076689999999999994 0.13522500000000001 0.11602000000000001 0.10632500000000002 -0.08341999999999998 -1.0000000180025095e-35 -0.10234999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -4 7 9 -8 10 16 12 14 15 -10 19 -1 -18 -19 20 -14 -22 -23 24 25 26 -24 -28 -29 -30
right_child=1 -3 5 -5 -6 -7 8 -9 11 -11 -12 -13 13 -15 -16 -17 17 18 -20 -21 21 22 23 -25 -26 -27 27 28 29 -31
leaf_value=2.7419986508903094e-05 0.00011630384224741702 -6.4345775299443631e-05 -5.0847237991333452e-08 -0.00011888552682016187 -0.00010713131196098402 0.00012981542935118671 -0.00041996489755027666 0.00046185770950701443 -3.905447775415033e-05 -0.0001206734085186596 5.9693737516921069e-05 8.0944547393560902e-05 -0.00015951477702897551 -0.00015786109333930655 0.00018419964083780845 0.00011429731350052981 -0.00011959936869218304 5.1811901721521286e-05 -6.6314890656420702e-05 5.8928106606086862e-05 8.9980914311705749e-05 -8.8958257730419361e-05 0.00013771758684015368 0.00011211293394808308 -8.1794454000015381e-05 8.2582333312270108e-05 -0.00012956777517683806 -0.00010227188330797315 5.9394084359703977e-05 -1.0663694727632299e-06
leaf_weight=40 33 20 34 23 20 22 21 21 27 27 38 28 22 24 21 23 29 26 21 37 22 31 20 20 33 35 25 30 63 2285
leaf_count=40 33 20 34 23 20 22 21 21 27 27 38 28 22 24 21 23 29 26 21 37 22 31 20 20 33 35 25 30 63 2285
internal_value=0 4.81342e-05 -8.31523e-07 -1.7946e-06 -8.93595e-07 5.0968e-05 -1.77949e-07 3.1149e-05 -2.46492e-06 -1.88227e-05 -9.65737e-07 7.27905e-07 -9.84622e-08 -1.15406e-06 5.86192e-05 2.67318e-07 -2.08369e-05 -4.62353e-05 -9.68154e-07 -7.32563e-07 -1.58618e-06 -2.31095e-07 -1.01184e-06 7.39137e-08 -8.25637e-07 2.61414e-07 -9.27704e-07 -2.08164e-06 -7.41372e-07 5.55866e-07
internal_weight=0 53 3068 3012 2989 56 2969 202 2767 181 154 2746 2718 2670 48 2646 116 76 47 2623 2586 2564 2542 2511 2491 2458 2423 2403 2378 2348
internal_count=3121 53 3068 3012 2989 56 2969 202 2767 181 154 2746 2718 2670 48 2646 116 76 47 2623 2586 2564 2542 2511 2491 2458 2423 2403 2378 2348
is_linear=0
shrinkage=0.1


Tree=3224
num_leaves=31
num_cat=0
split_feature=132 399 1203 393 133 1176 481 42 2 1447 403 2 403 403 402 131 402 402 403 1212 1210 402 43 13 13 0 131 482 482 131
split_gain=1.39519e-05 7.5424e-05 5.16239e-05 1.90911e-05 4.63966e-05 1.40103e-05 1.37016e-05 6.64801e-05 0.0001701 0.000119032 5.67197e-05 9.13278e-05 3.33527e-05 2.29581e-05 2.27785e-05 1.85183e-05 1.51297e-05 9.63417e-05 5.36969e-05 6.07285e-05 7.32947e-05 5.57667e-05 4.5828e-05 0.000169394 0.000143613 5.87612e-05 3.57163e-05 3.41275e-05 2.34591e-05 2.77009e-05
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.092175000000000021 -0.020859999999999997 0.086510000000000017 -0.087424999999999989 0.090545000000000014 0.085485000000000019 0.0030850000000000005 -0.5492149999999999 0.083935000000000023 -0.5425549999999999 -0.5335399999999999 0.23460000000000003 0.13602500000000003 -0.018864999999999996 -0.0060099999999999989 -0.51385999999999987 -0.088629999999999987 -0.089089999999999989 -0.086719999999999978 0.055925000000000009 -0.066634999999999986 -0.069964999999999986 -0.077259999999999981 0.11863000000000001 0.12191 0.11701000000000002 0.11385000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 7 8 -2 -10 11 -8 -12 -14 15 16 18 -18 -15 -20 -21 22 24 -24 -22 -26 27 28 29 -19
right_child=1 -3 -4 4 -6 -7 10 -9 9 -11 12 -13 13 14 -16 -17 17 26 19 20 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-8.9032274380670346e-06 -0.00025296647651512931 0.00014178312230557681 -0.00017756205954356119 -0.00017159396604765357 4.1224908964068168e-05 8.4350990055099824e-05 -2.3091181537893136e-05 0.00011031842473130382 -9.6522596840469105e-05 0.00022797342957346702 -0.00012883545161457733 0.00025898312610066074 0.0001075236254837364 0.00018051466694032569 -9.3159224874957895e-05 7.4224224119782723e-05 -0.00020622953715760756 -5.8798727605004666e-07 0.00015668833442032337 -0.00019024742374313064 -0.0002327503541406865 0.00014125915608279426 0.00026858610058711337 -0.0001335255816229619 -3.270002371836795e-05 0.00015070044973253973 -0.00012452385828668332 0.00012466480015560095 -0.0001083130128972698 0.00011763345015424419
leaf_weight=196 33 38 20 21 20 20 24 24 26 20 20 22 20 20 26 34 23 2201 25 20 30 28 22 20 58 25 23 22 20 20
leaf_count=196 33 38 20 21 20 20 24 24 26 20 20 22 20 20 26 34 23 2201 25 20 30 28 22 20 58 25 23 22 20 20
internal_value=0 1.82315e-06 -2.45198e-05 -3.1915e-08 -6.77799e-05 9.50982e-07 3.56541e-07 -3.54405e-05 -7.97217e-05 4.45626e-05 1.72062e-06 0.000111814 -1.85403e-07 7.90328e-07 -2.53644e-08 9.09209e-07 -6.56482e-08 -2.5866e-06 2.34056e-05 9.62411e-06 -8.48724e-06 1.13773e-05 -1.20853e-05 7.71043e-05 -4.52354e-05 2.25411e-05 -5.37697e-07 7.22437e-07 -4.94311e-07 4.76591e-07
internal_weight=0 2905 216 2867 41 2826 2806 103 79 46 2703 46 2657 2637 2617 2591 2557 2309 248 228 203 183 155 42 113 83 2286 2263 2241 2221
internal_count=3121 2905 216 2867 41 2826 2806 103 79 46 2703 46 2657 2637 2617 2591 2557 2309 248 228 203 183 155 42 113 83 2286 2263 2241 2221
is_linear=0
shrinkage=0.1


Tree=3225
num_leaves=31
num_cat=0
split_feature=1209 1209 1209 1209 1213 1211 1211 132 132 393 1212 401 402 133 133 43 12 52 0 52 0 43 133 158 131 154 474 0 1 471
split_gain=1.35891e-05 1.35006e-05 2.3583e-05 2.98399e-05 1.36268e-05 1.45133e-05 4.62261e-05 1.98577e-05 7.67044e-05 3.80585e-05 1.78e-05 1.85544e-05 0.000160893 4.28153e-05 1.76039e-05 2.9769e-05 3.69208e-05 7.88847e-05 7.78236e-05 6.03848e-05 8.04782e-05 5.29489e-05 2.77191e-05 2.33989e-05 2.65897e-05 1.94282e-05 3.14279e-05 2.02799e-05 9.058e-05 1.79873e-05
threshold=-0.14444499999999996 -0.085894999999999985 -0.077594999999999983 -0.038154999999999994 0.51258500000000007 0.11864500000000001 0.11048500000000001 -0.083284999999999984 -0.084829999999999989 0.12069000000000002 0.11579500000000002 -1.0000000180025095e-35 -0.45015499999999992 0.50628500000000021 0.11667000000000001 -0.43469499999999994 0.10016000000000001 1.0000000180025095e-35 -0.067094999999999988 0.061605000000000007 -0.07929499999999999 -0.065269999999999981 0.11224500000000003 -0.47382999999999992 0.11767000000000001 1.0000000180025095e-35 -0.45463999999999999 -0.24955499999999997 0.10781 -0.086614999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 8 -5 10 11 12 -9 14 22 -16 18 -18 19 20 -17 -21 23 -13 25 26 -25 28 -28 -29
right_child=1 2 3 4 -6 -7 -8 9 -10 -11 -12 13 -14 -15 15 16 17 -19 -20 21 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=8.2164669001940645e-05 -5.8994882102781096e-05 9.3259989780899909e-05 -0.00010941402520984411 -1.0884121440033869e-05 8.2559268048498782e-05 -6.7243653796822406e-05 0.0001260984445127241 -0.00027290768659440798 -0.00021656842884112848 0.00013563315144329822 8.282873312474784e-05 -0.00010734571887951461 0.00011490693381663574 0.00010474839004111859 8.4043707465752967e-05 -1.0994794138241559e-05 2.3320528271142393e-05 -0.00024558642144256737 0.00015843836216455594 -7.0329638576367874e-05 -0.00026778972351166886 0.00014506148709350392 0.00010837245475462016 -0.00012250587633822025 0.00010599623892630916 8.971004768530596e-05 0.00018487959271253743 8.5135052480230425e-05 -9.5901663880795243e-05 -1.9032447187440778e-06
leaf_weight=20 39 27 25 194 20 32 29 20 20 21 26 20 23 39 20 26 20 24 21 25 23 21 24 21 24 24 27 24 20 2222
leaf_count=20 39 27 25 194 20 32 29 20 20 21 26 20 23 39 20 26 20 24 21 25 23 21 24 21 24 24 27 24 20 2222
internal_value=0 -5.29927e-07 2.14728e-07 -6.13022e-07 2.90641e-07 -2.59651e-07 4.6499e-07 -7.78906e-07 -3.0107e-05 1.53277e-06 4.87445e-07 -3.14981e-07 -6.5472e-05 7.52352e-07 -8.16033e-07 -3.09809e-05 -4.5359e-05 -0.000123356 -1.57739e-05 -5.4284e-05 -0.000131531 2.80011e-05 1.44069e-06 3.63291e-07 1.27531e-06 2.00327e-07 -7.28036e-07 3.87243e-07 6.53982e-05 -9.73183e-07
internal_weight=0 3101 3062 3035 3010 2990 2958 2929 214 2715 2694 2668 43 2625 2586 180 160 44 116 95 49 46 2406 2382 2362 2338 2314 2293 47 2246
internal_count=3121 3101 3062 3035 3010 2990 2958 2929 214 2715 2694 2668 43 2625 2586 180 160 44 116 95 49 46 2406 2382 2362 2338 2314 2293 47 2246
is_linear=0
shrinkage=0.1


Tree=3226
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 128 128 128 128 128 128 128 4 12 130 400 394 390 129 4 394 43 129 15 3 3 1375 3 1456 3 1456
split_gain=1.18816e-05 0.00035694 0.000190981 6.39712e-05 1.17442e-05 2.31151e-05 1.32078e-05 1.46903e-05 2.47421e-05 4.66105e-05 2.27977e-05 4.33892e-05 4.07539e-05 3.06844e-05 2.82384e-05 2.20127e-05 4.2476e-05 2.05258e-05 6.38192e-05 6.08118e-05 4.90143e-05 2.48969e-05 1.94148e-05 1.71347e-05 0.000203158 0.000149169 0.000135519 9.02953e-05 5.43538e-05 4.89229e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11976500000000002 0.11059000000000001 0.10670500000000001 0.099125000000000005 0.093785000000000021 0.089290000000000022 0.079650000000000012 -0.0096849999999999974 0.23631000000000002 -0.22461999999999996 -0.39724499999999996 -0.12099999999999998 0.090020000000000017 0.08482000000000002 -0.078439999999999996 -1.0000000180025095e-35 -0.52440999999999993 0.10260500000000002 0.083490000000000023 -0.086049999999999988 -0.086424999999999988 -0.15308499999999997 -0.085709999999999995 0.090820000000000026 -0.085114999999999982 0.055170000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 8 9 10 12 -12 13 -4 -15 -16 17 20 19 -19 -17 -20 -9 24 25 -22 -25 29 -28 -27
right_child=2 -3 4 -5 -6 -7 -8 22 -10 -11 11 -13 -14 14 15 16 -18 18 21 -21 23 -23 -24 26 -26 27 28 -29 -30 -31
leaf_value=-6.3535865144351627e-08 -0.00029521054665648003 0.0004144716219300227 0.00010936756191837888 -0.00018868883402319627 7.1718622743703793e-05 -9.7751856750013144e-05 7.9813436605036267e-05 9.5036458722980966e-06 9.8194199829147413e-05 -0.00014822823830486632 0.00018074413201247809 -2.506179728135023e-05 -0.00014201925700035647 -0.0001126231370356188 0.00010311769126149426 -0.00015636993579391857 -0.00013497112696195078 2.1575204846158159e-05 1.905272689658556e-05 0.00024912342797980949 -0.00026701201388732446 -0.00011123602103907615 -0.00012647539219220303 -0.00023523675941396506 0.0002528831802705741 1.2214630518094723e-05 0.00015541849980681119 -0.00018748804465179672 -2.733809809414257e-06 0.00015040319103044804
leaf_weight=178 22 21 26 20 23 24 21 21 26 21 20 21 20 22 21 20 23 24 55 23 20 20 21 25 34 501 22 22 1777 27
leaf_count=178 22 21 26 20 23 24 21 21 26 21 20 21 20 22 21 20 23 24 55 23 20 20 21 25 34 501 22 22 1777 27
internal_value=0 2.24604e-05 -1.69498e-06 -1.91166e-05 5.47152e-07 -2.58069e-08 8.02088e-07 2.12031e-07 1.10204e-06 1.82066e-07 1.32662e-06 7.53313e-05 1.95301e-07 1.26378e-06 1.97506e-07 1.14703e-06 3.21197e-07 1.53198e-06 4.15641e-05 0.000132929 -4.63082e-07 -1.56909e-05 -5.84859e-05 8.21159e-07 1.54196e-05 1.25516e-06 -4.01299e-06 1.10103e-05 -7.99763e-07 1.92811e-05
internal_weight=0 219 2902 198 2880 2857 2833 2812 2770 2744 2723 41 2682 2662 2636 2614 2593 2570 122 47 2448 75 42 2428 604 570 1824 550 1799 528
internal_count=3121 219 2902 198 2880 2857 2833 2812 2770 2744 2723 41 2682 2662 2636 2614 2593 2570 122 47 2448 75 42 2428 604 570 1824 550 1799 528
is_linear=0
shrinkage=0.1


Tree=3227
num_leaves=31
num_cat=0
split_feature=50 132 1211 50 393 403 4 1 1 16 1 2 50 480 52 52 50 13 481 12 3 0 13 481 160 160 2 483 2 160
split_gain=1.27708e-05 0.000322506 0.000224769 3.41225e-05 3.03391e-05 1.91831e-05 1.87796e-05 3.51586e-05 0.000100321 8.65766e-05 4.44943e-05 3.93398e-05 2.84569e-05 2.76857e-05 3.21027e-05 7.47766e-05 5.49089e-05 4.95639e-05 1.50182e-05 0.000112207 0.000305285 0.000127821 0.000264888 2.79119e-05 1.95005e-05 6.71848e-05 4.74445e-05 6.46309e-05 6.76854e-05 6.17702e-05
threshold=0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.094500000000000015 0.11170000000000001 -1.0000000180025095e-35 0.08184000000000001 0.099660000000000012 0.093100000000000002 -0.073404999999999984 0.086720000000000005 0.085235000000000019 0.13276000000000002 0.08610000000000001 -0.016329999999999997 0.31299000000000005 0.11859500000000002 -0.085964999999999986 -0.081614999999999979 0.083715000000000026 -0.086049999999999988 -0.087414999999999979 -0.081224999999999978 -0.076669999999999988 -0.089549999999999991 -0.086154999999999995 0.090675000000000019 0.098395000000000024 0.09580000000000001 -0.23055499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 18 -3 7 8 10 -9 11 -7 -11 14 17 -16 -17 -13 19 -1 -21 -22 -23 -20 26 -26 29 28 -28 -25
right_child=1 2 -4 -5 -6 6 -8 9 -10 12 -12 13 -14 -15 15 16 -18 -19 23 20 21 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0001304429032438014 0.00038891836672767322 8.7483374704788738e-05 -0.00032283338760386135 -0.00010059649710715997 -9.6503558895413085e-05 -0.00011820433671528008 -7.3523177760998135e-05 0.00025206934598372756 -0.00019310159410815687 8.1596784730209046e-05 0.00011994373906216222 -0.00014290197702523854 -8.7094941009127082e-05 -6.2538025168968096e-05 0.00024196513440983837 -8.8733421054914492e-05 9.4921331729870523e-05 7.4362203200247932e-05 -9.4488434059769594e-05 0.00041447410275168299 0.00018701667653327935 -0.00031124216451037991 0.00016230158528612396 -8.6475585293824941e-07 -0.00014518201082175825 -1.4239737864372747e-06 -0.00018761002572352514 0.00014499367604003054 -3.9084224203505964e-06 0.00013151479646174787
leaf_weight=31 22 32 21 35 33 25 27 20 25 20 36 21 20 35 20 27 41 21 32 22 22 27 21 71 33 2186 27 20 78 70
leaf_count=31 22 32 21 35 33 25 27 20 25 20 36 21 20 35 20 27 41 21 32 22 22 27 21 71 33 2186 27 20 78 70
internal_value=0 1.63799e-05 -4.58133e-06 -2.49811e-06 -1.21362e-06 1.34816e-05 6.47554e-06 1.34208e-05 -3.01819e-06 8.21904e-05 1.80087e-05 -1.30526e-06 -2.74908e-06 1.64067e-05 3.76611e-05 7.19918e-05 2.19996e-05 -3.42699e-05 -2.24989e-08 3.40964e-05 8.9539e-05 -1.25834e-05 -0.000104067 -1.68981e-06 -4.94821e-07 -3.56188e-06 2.50909e-05 -1.97636e-05 -5.1146e-05 6.48556e-05
internal_weight=0 413 391 2708 2673 370 338 311 251 60 226 190 40 165 130 88 68 42 2640 123 92 70 48 2517 2485 2219 266 125 105 141
internal_count=3121 413 391 2708 2673 370 338 311 251 60 226 190 40 165 130 88 68 42 2640 123 92 70 48 2517 2485 2219 266 125 105 141
is_linear=0
shrinkage=0.1


Tree=3228
num_leaves=31
num_cat=0
split_feature=132 1185 1203 402 133 12 1210 1186 130 132 13 12 400 130 12 399 133 133 13 1208 133 403 403 133 1209 1209 401 401 128 128
split_gain=1.47158e-05 7.54399e-05 3.52393e-05 1.4806e-05 4.96572e-05 5.03659e-05 3.09419e-05 1.36718e-05 1.25313e-05 2.46806e-05 2.88893e-05 1.40313e-05 2.63604e-05 1.17622e-05 3.02786e-05 1.15743e-05 1.15655e-05 4.30361e-05 3.01237e-05 1.92002e-05 5.41157e-05 4.02749e-05 3.36125e-05 1.95624e-05 1.61742e-05 2.01145e-05 2.38245e-05 1.74802e-05 1.81601e-05 1.85695e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.45454999999999995 0.51314000000000015 0.096210000000000004 0.26755500000000004 -0.010834999999999999 0.085870000000000016 -0.41127499999999995 -0.0087749999999999981 0.10866500000000003 -0.016164999999999995 -0.23647499999999996 0.23631000000000002 -0.087464999999999987 0.41553500000000004 0.41068500000000002 -0.039649999999999998 0.10233500000000001 0.31868000000000002 -0.5335399999999999 -0.49218499999999993 0.15630500000000003 -0.092099999999999987 -0.074484999999999982 0.13571500000000003 0.11602000000000001 0.11876500000000001 0.10828500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 -3 -6 13 -1 9 -9 -11 12 -10 -5 15 -15 17 19 -18 20 21 -17 -23 24 -24 -26 27 28 29 -27
right_child=1 3 -4 6 5 -7 -8 8 11 10 -12 -13 -14 14 -16 16 18 -19 -20 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=5.4677276265075695e-05 0.00019074807586591869 0.00016658802937656773 -0.00013188485819328992 -7.6135079216328445e-05 8.1677834774988389e-05 -0.00011969807723210619 -0.00012156424109846178 4.1246131039098027e-05 6.0569044424028105e-05 -3.0179790062503325e-05 -0.00017222793182802642 5.7591191073174052e-05 -8.974600446630835e-05 6.6296308180496385e-05 0.00011767823552046058 0.00011669408353366729 -0.00013992484891787172 0.00014630734120146371 1.519422829357697e-05 8.4573947270445601e-05 -0.00016166930124329935 -0.00012781264612429021 8.9855823171092203e-05 -7.2960181859269986e-05 -8.9680013086763209e-05 6.1760087425072124e-07 0.0001091717185045127 -7.0579994644504038e-05 9.549500413413625e-05 -9.6145411807810896e-05
leaf_weight=28 21 23 27 20 27 23 21 23 20 41 22 33 28 26 22 29 21 20 31 26 21 21 20 37 25 2370 20 35 20 20
leaf_count=28 21 23 27 20 27 23 21 23 20 41 22 33 28 26 22 29 21 20 31 26 21 21 20 37 25 2370 20 35 20 20
internal_value=0 1.90019e-06 -2.48137e-05 5.22221e-07 4.49832e-05 -1.09551e-05 -6.34873e-07 -9.98851e-06 -2.08307e-05 -4.74154e-05 -7.97839e-05 7.39509e-06 -2.71147e-05 2.7731e-07 8.30221e-07 -1.0729e-07 -7.42965e-07 1.68734e-07 -4.745e-05 -9.36702e-07 -1.78593e-06 -4.93072e-07 -1.81645e-06 -7.77609e-07 2.86437e-07 -4.32996e-07 4.72146e-07 -4.17012e-07 6.01953e-07 -1.92131e-07
internal_weight=0 2899 222 2878 73 50 2805 195 167 86 63 81 48 2784 2764 2742 2716 2664 52 2644 2618 2597 2568 2547 2510 2490 2465 2445 2410 2390
internal_count=3121 2899 222 2878 73 50 2805 195 167 86 63 81 48 2784 2764 2742 2716 2664 52 2644 2618 2597 2568 2547 2510 2490 2465 2445 2410 2390
is_linear=0
shrinkage=0.1


Tree=3229
num_leaves=31
num_cat=0
split_feature=1211 50 1212 1211 1203 1204 52 1203 402 16 1210 401 133 1213 1213 1213 403 42 3 403 399 399 131 3 482 133 133 133 0 2
split_gain=1.30167e-05 4.52012e-05 1.7772e-05 1.48663e-05 2.21534e-05 8.50928e-05 2.0053e-05 1.91579e-05 1.5764e-05 3.31857e-05 2.48145e-05 1.19772e-05 6.25603e-05 4.86915e-05 3.56252e-05 2.50227e-05 1.29998e-05 7.4442e-05 0.000158244 2.3873e-05 1.50369e-05 1.80059e-05 1.34288e-05 8.06083e-05 1.99883e-05 1.8587e-05 5.66284e-05 5.61558e-05 4.54365e-05 7.13612e-05
threshold=0.11716500000000001 0.090980000000000019 0.13613500000000003 0.11048500000000001 0.088820000000000024 -0.080654999999999991 0.08568000000000002 0.087075000000000014 -0.45454999999999995 -0.07550999999999998 0.26755500000000004 0.11444000000000001 -0.040449999999999993 -0.40446999999999994 0.11395000000000001 0.10210000000000001 -0.53255499999999989 0.085730000000000015 -0.082794999999999994 -0.43370499999999995 0.10788500000000002 0.090310000000000015 0.11863000000000001 -0.07359499999999998 0.12191 0.098785000000000012 0.10397500000000001 0.095000000000000015 -0.087974999999999984 0.10327000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 -6 -7 8 9 -1 11 14 13 -13 15 16 17 -10 -19 -18 21 22 24 -24 25 27 -27 -21 -28 -30
right_child=1 -3 -4 -5 5 6 -8 -9 10 -11 -12 12 -14 -15 -16 -17 19 18 -20 20 -22 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=-3.2620295060041825e-05 -2.2759091922180784e-05 0.00016776103810116184 -8.6563888301801261e-05 7.9919364424827302e-05 -0.00022429771530109327 8.4772461686161884e-05 -4.8770496439167554e-05 9.1407248225511042e-05 -0.00020678952743764966 0.00014536077922622841 -0.00010940781454943743 5.8976726458323278e-05 0.0001373397211552531 -0.00015661147371702101 -0.00010021491111223844 0.00011135829670820385 9.2079381092194786e-05 0.00020865156199458094 -0.0001412785407280483 3.0630346648604467e-07 7.4926457045876305e-05 -8.1260426577500772e-05 6.4097260362289555e-05 -0.00019931886359007053 9.3145988071425924e-05 -0.00013944599325584837 9.8991561529093068e-05 0.00013802293263627993 -8.7953739637214312e-05 5.857315458838871e-05
leaf_weight=20 33 20 24 23 21 23 22 23 20 22 21 22 35 20 36 20 28 24 28 2271 26 28 26 21 23 38 34 30 84 55
leaf_count=20 33 20 24 23 21 23 22 23 20 22 21 22 35 20 36 20 28 24 28 2271 26 28 26 21 23 38 34 30 84 55
internal_value=0 4.91353e-05 -8.48819e-07 -1.73011e-07 -7.82784e-07 -5.80824e-05 1.94848e-05 4.97004e-07 -2.16139e-07 6.06079e-05 -1.10009e-06 -3.07315e-07 3.85993e-05 -4.36843e-05 -1.38031e-06 -8.92959e-08 -9.03971e-07 -4.28327e-05 2.02277e-05 2.29237e-07 -7.4641e-07 -1.50024e-06 -6.35295e-07 -5.35993e-05 3.46681e-07 -5.02994e-07 -2.89091e-05 2.10183e-06 -4.62935e-06 -2.99755e-05
internal_weight=0 53 3068 3044 3021 66 45 2955 2932 42 2890 2869 77 42 2792 2756 2736 72 52 2664 2636 2610 2582 47 2535 2512 211 2301 173 139
internal_count=3121 53 3068 3044 3021 66 45 2955 2932 42 2890 2869 77 42 2792 2756 2736 72 52 2664 2636 2610 2582 47 2535 2512 211 2301 173 139
is_linear=0
shrinkage=0.1


Tree=3230
num_leaves=31
num_cat=0
split_feature=132 1185 1203 48 15 1186 0 130 42 3 33 47 47 9 8 47 148 447 47 47 12 1453 131 49 43 47 47 47 49 48
split_gain=1.15772e-05 6.2939e-05 2.68383e-05 1.08361e-05 1.67797e-05 1.3991e-05 1.84709e-05 3.64635e-05 2.52201e-05 1.8847e-05 1.08116e-05 1.36022e-05 6.50407e-05 4.77565e-05 0.000129256 2.17155e-05 2.09764e-05 4.41969e-05 1.90767e-05 2.55436e-05 2.41253e-05 1.85836e-05 3.1471e-05 2.14375e-05 3.12651e-05 2.7019e-05 5.94402e-05 2.73402e-05 2.67432e-05 1.79464e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.087970000000000007 0.086125000000000021 -0.10653 -0.010834999999999999 -0.073309999999999986 0.09364500000000002 -0.015274999999999999 -0.085274999999999976 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.087755000000000014 0.088180000000000022 0.09055500000000001 -0.10069499999999999 0.094580000000000011 0.087885000000000019 0.079365000000000005 0.084535000000000013 -1.0000000180025095e-35 0.096070000000000016 -0.0087049999999999992 -0.085154999999999995 0.10843500000000002 0.10397500000000001 0.11328000000000001 0.11645000000000001 -0.11155999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 8 9 -7 -3 13 -13 15 -15 16 -12 18 19 29 -21 -14 23 24 -23 26 -25 -27 -29 -18
right_child=1 10 -4 -5 5 6 -8 -9 -10 -11 11 12 21 14 -16 -17 17 -19 -20 20 -22 22 -24 25 -26 27 -28 28 -30 -31
leaf_value=8.7875608705871862e-05 0.00017417838607798332 -5.8310320075120653e-05 -0.00010521903190458421 -6.7433471681747158e-05 5.6437024389966753e-05 -3.355365473453276e-05 4.3001404725752461e-05 -0.00015288353414083153 -9.7513698814769424e-05 0.000100574188218161 8.0190875394237082e-05 0.00017917962816985284 0.00010019180313975085 -0.00028799286360264804 3.1291642596897876e-05 9.1621708886053125e-05 -7.8688346272021354e-05 -0.000136336308363146 -8.2023040990212144e-05 -3.5366404082869064e-06 0.00013583526773446568 4.3079752067569644e-05 -8.5126701585092659e-05 -1.37311064073791e-05 -0.00012787653382553761 -0.00010310826444765554 0.00019421961337179206 8.9222426005364523e-05 -1.8243975181688081e-05 4.7040965294939338e-07
leaf_weight=20 21 31 33 26 26 20 30 24 21 22 32 24 20 21 32 26 29 24 28 23 27 20 37 28 23 20 27 39 57 2310
leaf_count=20 21 31 33 26 26 20 30 24 21 22 32 24 20 21 32 26 29 24 28 23 27 20 37 28 23 20 27 39 57 2310
internal_value=0 1.68541e-06 -2.20091e-05 -7.48035e-06 2.08272e-06 -9.91628e-06 -2.46615e-05 -4.79935e-05 -8.03538e-06 3.67038e-05 4.26778e-07 1.06635e-06 2.13965e-05 -1.28373e-06 -9.52173e-05 7.08463e-07 -2.47357e-07 -1.30185e-06 3.8994e-08 1.00079e-06 7.17242e-05 7.42304e-06 3.11081e-08 1.47547e-05 -4.8362e-05 3.06261e-05 8.83538e-05 3.2552e-06 2.54143e-05 -5.11037e-07
internal_weight=0 2899 222 189 163 143 117 87 63 42 2878 2847 295 2552 53 2499 2473 2441 2417 2389 50 271 251 214 43 171 55 116 96 2339
internal_count=3121 2899 222 189 163 143 117 87 63 42 2878 2847 295 2552 53 2499 2473 2441 2417 2389 50 271 251 214 43 171 55 116 96 2339
is_linear=0
shrinkage=0.1


Tree=3231
num_leaves=31
num_cat=0
split_feature=47 2 47 47 47 47 124 131 132 1203 1185 50 132 4 1453 51 471 471 475 157 133 9 10 148 447 2 2 2 484 42
split_gain=1.15496e-05 0.000126493 7.85833e-05 2.70547e-05 6.66001e-05 2.39362e-05 2.57505e-05 2.20648e-05 2.33751e-05 0.000433368 0.00018434 7.80157e-05 2.7094e-05 4.13681e-05 2.12615e-05 2.39325e-05 1.72872e-05 2.44933e-05 1.93574e-05 4.09103e-05 1.8482e-05 1.8886e-05 7.73722e-05 1.77342e-05 3.48751e-05 2.29605e-05 9.42347e-05 7.71402e-05 9.6449e-05 9.58637e-05
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.097970000000000015 0.09585500000000001 0.10154500000000001 -0.062639999999999987 0.13767000000000004 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.088425000000000017 -0.41094499999999995 0.10528000000000001 -1.0000000180025095e-35 -0.41109999999999997 0.10338500000000002 0.089900000000000022 -0.24431999999999998 0.12236000000000001 -0.50375999999999987 0.08925000000000001 0.053330000000000009 -0.10069499999999999 0.094580000000000011 0.10584500000000001 0.10444500000000002 0.11067500000000001 0.10126500000000001 -0.062154999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 -3 -5 -7 8 9 11 -10 12 -1 -14 -8 -16 17 18 -12 20 -20 23 -23 -22 25 26 -25 29 -29 -27
right_child=1 3 -4 5 -6 6 14 -9 10 -11 16 -13 13 -15 15 -17 -18 -19 19 -21 21 22 -24 24 -26 27 -28 28 -30 -31
leaf_value=8.5349041827222606e-05 -0.00026138351226109082 6.411468813894317e-05 0.00019037122977103786 0.00010983917411728974 -0.00017861033221169449 0.000109910973260412 9.0172627274114355e-05 -9.912425878362476e-05 -0.00030350637971423569 0.00047561338229570546 -7.0867056087622229e-05 -0.00020194395391627041 1.2222859129451536e-05 -0.00014586960765882394 -0.00012178574295830913 -6.8106612411492389e-06 -8.3178804986043056e-05 8.5165090858936316e-05 6.4316336550594616e-05 0.00014444408378039953 7.2171793163988696e-05 0.00020845465006416255 -3.5677312446162378e-05 4.3848968530857069e-07 -0.00012270267722556128 6.3054696996308254e-05 0.00016173150107607473 8.612434436313895e-06 -0.00021657703211531043 -0.00017232811479193661
leaf_weight=35 20 20 22 22 26 20 20 22 20 20 37 20 96 20 20 191 24 35 45 20 32 21 34 1724 24 24 37 388 20 62
leaf_count=35 20 20 22 22 26 20 20 22 20 20 37 20 96 20 20 191 24 35 45 20 32 21 34 1724 24 24 37 388 20 62
internal_value=0 -1.74267e-05 2.12353e-06 -2.13164e-06 -7.30777e-05 9.82265e-06 1.05626e-06 6.23006e-07 1.42448e-06 3.51655e-05 -1.10576e-06 -1.63489e-05 8.23324e-06 -1.50345e-05 -8.36839e-06 -1.77088e-05 1.28759e-06 2.0975e-06 9.19475e-07 2.01207e-06 8.30553e-07 -3.76911e-07 5.75367e-05 -1.75521e-06 -2.79324e-06 -1.51704e-06 3.82738e-06 -2.05687e-05 -2.42626e-06 -0.00010664
internal_weight=0 339 2782 319 46 273 251 2760 2738 191 2547 171 151 116 231 211 2527 2503 2468 2431 2411 2366 55 2311 2279 2255 1761 494 408 86
internal_count=3121 339 2782 319 46 273 251 2760 2738 191 2547 171 151 116 231 211 2527 2503 2468 2431 2411 2366 55 2311 2279 2255 1761 494 408 86
is_linear=0
shrinkage=0.1


Tree=3232
num_leaves=31
num_cat=0
split_feature=132 1203 399 393 1176 10 0 9 9 15 48 48 0 448 447 147 151 51 1375 1373 43 3 43 1375 39 49 151 47 2 47
split_gain=1.19202e-05 8.03275e-05 6.44797e-05 1.71168e-05 1.23062e-05 1.15556e-05 8.40912e-05 6.43102e-05 3.43747e-05 1.30038e-05 1.27591e-05 2.68664e-05 2.29993e-05 1.60253e-05 1.87478e-05 3.10868e-05 1.43691e-05 5.44754e-05 9.53689e-05 4.80332e-05 5.69049e-05 5.80755e-05 5.66808e-05 3.72318e-05 3.09094e-05 4.42255e-05 2.25283e-05 2.0795e-05 0.00012672 6.30397e-05
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.10992000000000002 0.086510000000000017 0.0036750000000000007 -0.080119999999999983 0.092890000000000014 0.091905000000000014 0.23208000000000004 -0.11155999999999998 -0.089814999999999992 -0.26609999999999995 -0.083689999999999987 0.094580000000000011 0.092070000000000013 -0.080889999999999976 -0.085604999999999987 -0.15308499999999997 1.0000000180025095e-35 -0.085594999999999991 -0.085784999999999986 -0.084794999999999995 0.08456000000000001 0.084405000000000008 -0.0072499999999999986 -0.079059999999999978 0.094160000000000008 -0.023999999999999997 0.10019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -7 -8 9 10 -2 -12 -13 -14 15 16 17 -15 -19 20 21 -20 -22 24 25 -24 -18 28 -28 -29
right_child=2 -3 -4 -5 -6 6 7 -9 -10 -11 11 12 13 14 -16 -17 26 18 19 -21 22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=-3.184075682133416e-06 -6.6719101345495739e-05 -0.00021356970959459433 0.00013109302966959627 -9.2218298414081806e-05 7.8783154458506038e-05 0.00019413859824150376 -0.0001293531529563552 8.5522183396208741e-05 -0.00013164880678232294 7.0314655162152264e-05 0.00011002206143034114 0.00010329304440390495 -7.7024815072945796e-05 -0.0001027380058958167 -9.7412164614070213e-05 0.0001065200791344978 -0.00010484107266909799 0.00022818546475837534 3.0248351831687616e-05 -9.1474738964178774e-05 -0.00014578541652198232 0.00021611091190073961 -0.00010639828964485788 0.00014310389277935346 8.4142157884930534e-05 4.75245578646926e-05 -0.00025059128744206173 0.00014942993055488583 -3.6539000491148572e-06 1.979924041541128e-06
leaf_weight=196 29 20 38 20 20 24 30 26 20 26 22 21 28 33 20 27 22 23 40 36 23 29 40 22 31 35 21 35 1995 169
leaf_count=196 29 20 38 20 20 24 30 26 20 26 22 21 28 33 20 27 22 23 40 36 23 29 40 22 31 35 21 35 1995 169
internal_value=0 -2.26642e-05 1.68519e-06 -3.00207e-08 6.17596e-07 6.46033e-08 3.75289e-05 -2.95896e-05 -1.02646e-06 -6.84631e-08 -7.45976e-07 -2.99498e-08 -9.43589e-07 -1.77621e-06 -9.66155e-07 -2.18802e-07 -1.34721e-06 1.87597e-05 3.31304e-05 1.56059e-05 3.31282e-05 0.000108365 -1.25129e-06 2.47197e-05 1.49385e-07 -3.45676e-05 -4.14532e-06 -3.14743e-06 -6.22616e-06 2.72777e-05
internal_weight=0 216 2905 2867 2847 2827 80 56 2747 2727 2701 2672 2650 2629 2601 2581 2554 312 279 256 220 69 151 128 106 75 2242 2220 2016 204
internal_count=3121 216 2905 2867 2847 2827 80 56 2747 2727 2701 2672 2650 2629 2601 2581 2554 312 279 256 220 69 151 128 106 75 2242 2220 2016 204
is_linear=0
shrinkage=0.1


Tree=3233
num_leaves=31
num_cat=0
split_feature=34 13 33 40 9 45 142 9 1 147 147 1426 1348 0 3 4 3 2 2 4 15 52 1209 132 399 399 1 3 43 1209
split_gain=1.34128e-05 8.15741e-05 4.76568e-05 2.73091e-05 3.99257e-05 1.4566e-05 1.60486e-05 1.37153e-05 2.44589e-05 1.27229e-05 2.69191e-05 1.74019e-05 1.75566e-05 2.18322e-05 1.77556e-05 6.73308e-05 0.000153987 0.000347179 0.000104122 7.6289e-05 5.77972e-05 5.28157e-05 4.82943e-05 4.14975e-05 0.000379806 0.00030351 6.14682e-05 4.01963e-05 0.000149288 0.00012904
threshold=-0.057544999999999992 -0.004174999999999999 -1.0000000180025095e-35 -0.07632499999999999 -0.08619499999999998 0.094030000000000016 -1.0000000180025095e-35 0.085555000000000006 0.12408500000000001 0.099730000000000027 0.093875000000000014 -0.094284999999999994 0.086620000000000016 -0.24955499999999997 -0.081644999999999981 -0.078629999999999992 -0.03694999999999999 0.090425000000000019 0.084715000000000013 -0.077834999999999988 0.087960000000000024 0.08257500000000001 -0.087199999999999986 -0.083284999999999984 0.09141500000000001 0.091580000000000009 0.082535000000000011 -0.082039999999999988 -0.080324999999999994 -0.076689999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 -4 9 -9 10 11 -8 13 -13 22 16 17 18 -16 -17 -20 -18 -15 24 26 27 -24 29 -29 -25
right_child=2 -3 5 -5 -6 -7 7 8 -10 -11 -12 12 -14 14 15 19 21 -19 20 -21 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.00012460254522291228 -0.00015508092699747069 0.00021687292261958645 8.3795501458276385e-05 -8.4332751381831867e-05 -4.4703725038743875e-05 -6.1720316932080201e-05 8.5975432786812155e-05 0.00013367161972426054 -1.2720483289740515e-05 6.6154350036283315e-05 -0.00010287172789013801 9.8653452005237349e-05 -8.0151933908772282e-05 0.00013448175033835437 -0.00021087356530747806 0.0001660015618350978 -2.5435762853746944e-05 -0.00051581037585579214 0.0001670876782736741 -4.0083401873120567e-06 -6.3087845046538862e-05 0.00012913728768277602 1.9451628930921649e-05 -0.00024995111638418169 0.00045712070204444898 -0.00036937381042993035 -0.00017902157225762496 -7.2196593828266492e-05 0.00029289594053157736 6.3047371107839156e-06
leaf_weight=26 20 20 23 30 30 38 23 21 25 28 26 22 28 29 26 27 84 21 20 1177 24 30 71 20 20 22 20 24 21 1125
leaf_count=26 20 20 23 30 30 38 23 21 25 28 26 22 28 29 26 27 84 21 20 1177 24 30 71 20 20 22 20 24 21 1125
internal_value=0 3.49626e-05 -1.2292e-06 -7.34219e-06 3.39028e-05 -2.01808e-07 5.88757e-07 -6.35108e-08 5.41107e-05 -9.26396e-07 -1.58313e-06 -6.53878e-07 -1.36269e-06 -5.69986e-07 -1.36061e-06 -9.216e-06 -6.2193e-05 -0.000159199 -5.22152e-05 -1.95826e-07 4.15374e-05 1.52414e-05 6.82596e-06 4.02776e-06 6.255e-05 -1.33195e-06 -2.41689e-05 5.47219e-06 9.81799e-05 1.82865e-06
internal_weight=0 106 3015 86 56 2995 2957 2934 46 2888 2860 2834 2811 2783 2761 1409 205 91 70 1204 44 114 1352 1323 111 1212 91 1190 45 1145
internal_count=3121 106 3015 86 56 2995 2957 2934 46 2888 2860 2834 2811 2783 2761 1409 205 91 70 1204 44 114 1352 1323 111 1212 91 1190 45 1145
is_linear=0
shrinkage=0.1


Tree=3234
num_leaves=31
num_cat=0
split_feature=132 399 1203 393 12 1185 133 1186 129 0 394 0 52 0 3 157 11 33 2 0 1 150 43 473 156 15 2 12 12 0
split_gain=1.26958e-05 7.1875e-05 6.62853e-05 1.48241e-05 4.56735e-05 1.29752e-05 2.71119e-05 1.67461e-05 4.89918e-05 2.23446e-05 1.97083e-05 1.44813e-05 9.94794e-05 2.56837e-05 9.12418e-05 4.28978e-05 2.62827e-05 2.37807e-05 2.03342e-05 9.99369e-05 4.94155e-05 5.67979e-05 2.29964e-05 1.62959e-05 2.12823e-05 2.38339e-05 4.40539e-05 1.5594e-05 9.67921e-05 0.000290933
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.092175000000000021 0.090020000000000017 0.085905000000000009 -0.0054649999999999985 0.089315000000000019 -0.077709999999999987 0.22582000000000002 -0.10421499999999999 0.13134000000000004 0.096795000000000006 0.10455500000000001 -0.15327499999999997 -0.04831499999999999 -0.011194999999999998 -0.009184999999999997 -0.0050599999999999994 -0.09515499999999999 0.13743000000000002 0.085210000000000022 -0.080554999999999974 -1.0000000180025095e-35 0.12734000000000004 0.17980000000000004 0.10584500000000001 0.085355000000000014 0.08493500000000001 -0.086729999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 7 -7 8 -2 10 -10 13 -13 16 15 -15 -12 -18 19 -19 21 22 -21 -20 25 27 -27 28 -25 -30
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 11 12 -14 14 -16 -17 17 18 23 20 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-5.6942138888552323e-06 -0.00015303528066613667 0.00013836654549155165 -0.00019680824261740783 4.8381739543401639e-05 -0.00016277241243404291 0.00010870854293898446 -3.189396135591475e-05 8.480418258366864e-05 9.9989730688321299e-05 -0.00010246203434819887 0.00010747066645189593 -5.0680212076612303e-05 0.00022318898471504717 -9.1679453961896124e-05 -0.00024155676714144648 7.5066281048445193e-05 -0.00010342785183855665 0.00020296052745583565 8.8821744429878901e-05 4.0921116142608636e-05 -0.00014050314791595817 0.00017405835841600493 -9.0843577947033246e-05 -3.2671116735064413e-06 -8.8489521398774497e-05 0.00018068603429128417 -2.9204148640928911e-05 4.8155931752302757e-06 1.6445533401565626e-05 -0.0004359492046162251
leaf_weight=196 21 38 20 20 21 32 24 23 20 21 23 36 21 27 20 36 22 29 20 27 22 20 26 882 28 20 20 1341 44 21
leaf_count=196 21 38 20 20 21 32 24 23 20 21 23 36 21 27 20 36 22 29 20 27 22 20 26 882 28 20 20 1341 44 21
internal_value=0 1.73916e-06 -2.339e-05 -7.17394e-08 -5.97704e-05 7.94377e-07 4.84503e-05 -1.69065e-07 -8.80526e-07 2.91612e-07 1.08933e-06 3.52642e-07 5.0219e-05 -7.28934e-07 -5.5471e-05 3.60382e-06 1.05637e-06 8.58968e-08 9.96818e-07 4.04749e-05 -9.12595e-06 3.04672e-05 -2.37182e-05 -1.06349e-06 -1.82652e-06 -7.84181e-07 7.57409e-05 -2.12203e-06 -1.19461e-05 -0.000129713
internal_weight=0 2905 216 2867 41 2826 56 2770 2747 2726 2705 2685 57 2628 83 63 2545 2522 2500 124 95 73 53 2376 2356 2328 40 2288 947 65
internal_count=3121 2905 216 2867 41 2826 56 2770 2747 2726 2705 2685 57 2628 83 63 2545 2522 2500 124 95 73 53 2376 2356 2328 40 2288 947 65
is_linear=0
shrinkage=0.1


Tree=3235
num_leaves=31
num_cat=0
split_feature=33 34 9 1 121 45 47 47 9 39 393 47 13 1446 2 0 484 160 2 403 133 4 2 480 1210 2 483 2 13 13
split_gain=1.21231e-05 1.30799e-05 2.93165e-05 1.93988e-05 3.63698e-05 1.4696e-05 1.80993e-05 0.000145799 8.5155e-05 0.000100923 2.3567e-05 1.66758e-05 4.88184e-05 1.67932e-05 0.000118781 0.000141065 9.99666e-05 0.000142131 0.000134573 5.06784e-05 0.000111386 4.78116e-05 7.0822e-05 3.53404e-05 3.34145e-05 2.32697e-05 9.09024e-05 6.36059e-05 5.36375e-05 0.000102572
threshold=-0.044254999999999996 -0.097449999999999981 -0.090799999999999978 0.16540500000000002 -0.094339999999999993 0.094030000000000016 0.092165000000000011 0.096475000000000019 -0.013509999999999999 0.090190000000000006 0.12679500000000002 0.087235000000000021 -0.06884499999999999 0.083715000000000026 0.083715000000000026 -0.082844999999999988 -0.081684999999999994 -0.063384999999999983 0.087195000000000009 -0.54856499999999986 0.40431 -0.081609999999999988 0.087505000000000013 0.08610000000000001 -0.41266499999999995 0.079055000000000014 -0.021199999999999997 0.081685000000000021 -0.090639999999999984 -0.081029999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 8 -8 9 -6 11 13 -13 19 15 -15 18 21 -16 20 -10 -18 -23 -24 -21 26 -26 -27 -28 -30
right_child=1 2 3 -5 5 -7 7 -9 10 -11 -12 12 -14 14 16 -17 17 -19 -20 24 -22 22 23 -25 25 27 28 -29 29 -31
leaf_value=7.3970567907301967e-05 6.7513020803744444e-05 -0.00010121383946107958 -0.00013203144054776722 9.1298937715454607e-05 0.00030717749206814914 -6.347732380870892e-05 -0.00020834457112918296 3.8689678704944405e-06 -0.00028088325836506556 -6.7009578266325193e-06 9.5906579540146951e-05 -0.0001590184070664691 4.2679295802372508e-05 0.00036236118030501534 -0.00030371474710156455 1.5870120312849228e-08 -0.0001116169428728013 0.0002418086481806573 4.3129422576040837e-06 0.00012632953605047772 4.5188318340065471e-05 0.00018247761846313634 5.0220004651118477e-05 -0.00012706294950145424 -0.00023034861253336204 0.00015658827879060821 7.9623378822527078e-05 1.983438628564516e-06 -0.00014496859257633334 5.7127935220991954e-07
leaf_weight=22 28 29 21 23 20 36 37 259 20 21 26 24 24 21 23 22 33 28 37 21 22 22 23 22 20 27 55 1844 60 251
leaf_count=22 28 29 21 23 20 36 37 259 20 21 26 24 24 21 23 22 33 28 37 21 22 22 23 22 20 27 55 1844 60 251
internal_value=0 -5.25124e-07 -1.14546e-06 -1.91493e-07 -8.88505e-07 3.01078e-08 8.01974e-07 -2.26577e-05 3.40665e-06 0.00014641 1.17307e-06 2.25368e-07 -5.81696e-05 1.32414e-06 2.7037e-05 0.000176975 -7.25742e-06 4.26677e-05 -0.000113764 -1.23606e-06 -0.000110084 -1.30918e-05 3.54356e-05 -3.64517e-05 7.70787e-07 -3.9746e-07 -2.27524e-05 4.21451e-06 -1.14083e-05 -2.75072e-05
internal_weight=0 3099 3071 3042 3019 2998 2962 296 2666 41 2625 2599 48 2551 231 43 188 128 60 2320 42 100 67 45 2278 2257 386 1871 366 311
internal_count=3121 3099 3071 3042 3019 2998 2962 296 2666 41 2625 2599 48 2551 231 43 188 128 60 2320 42 100 67 45 2278 2257 386 1871 366 311
is_linear=0
shrinkage=0.1


Tree=3236
num_leaves=31
num_cat=0
split_feature=50 132 42 42 1211 1186 50 403 3 1209 2 2 2 157 12 44 160 50 1 0 130 1 43 50 12 50 403 3 1 401
split_gain=1.25526e-05 0.000278724 0.000217753 0.000362844 0.000154403 2.79944e-05 2.57276e-05 1.73468e-05 0.000144548 3.84637e-05 1.72475e-05 5.69318e-05 4.00631e-05 4.73524e-05 4.22188e-05 2.75935e-05 5.1879e-05 3.00333e-05 2.73432e-05 2.40581e-05 1.58235e-05 2.35128e-05 1.53651e-05 1.49385e-05 4.54533e-05 3.74829e-05 3.16197e-05 8.89915e-05 1.55589e-05 1.56475e-05
threshold=0.096900000000000014 -0.083284999999999984 -0.021469999999999996 -0.095284999999999995 0.09030500000000001 -0.10142499999999997 0.094500000000000015 -0.5492149999999999 -0.085784999999999986 -0.097919999999999993 0.089775000000000008 0.093320000000000014 0.087505000000000013 -0.081579999999999986 0.083875000000000019 0.099360000000000018 0.0065900000000000012 0.11941000000000002 0.093575000000000019 -0.087634999999999977 -0.23123999999999997 0.16540500000000002 -0.04652499999999999 0.090805000000000011 0.090345000000000023 0.089280000000000012 -0.52641999999999989 -0.081644999999999981 0.14754500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 10 -1 7 8 -7 -9 12 -12 13 -4 -15 16 17 -13 19 -16 -11 23 -19 25 -25 26 27 -22 29 -28
right_child=1 2 4 -5 -6 6 -8 9 -10 20 11 15 -14 14 18 -17 -18 22 -20 -21 21 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00010379252647301958 0.00036256852363294458 3.8704880716977646e-05 0.00011462688819392498 -0.00052784416679060083 0.00027431519714730756 0.00026702450195443818 -8.6631362043720271e-05 -0.00013960830867290497 -7.7798080371482489e-05 8.4053712957525431e-05 0.00018886145946453328 -0.00011037619246746459 -0.00012179738841950894 -0.00014745930040424522 -1.2188131804578007e-05 -9.18745920542911e-05 0.00016891854237266154 8.3769215928407875e-05 -6.4500161229514368e-05 0.00010984915163135157 0.00023397509544988032 -9.5730774941890003e-05 -2.3936010256875308e-05 -2.2401952564025357e-05 0.00017096032444896992 -0.0001142705583960974 -5.5729101963893134e-05 -4.5262275263667106e-05 6.116368951132664e-05 -1.2729316610360096e-06
leaf_weight=27 22 26 32 20 23 20 35 20 31 22 20 21 29 22 35 23 21 27 36 30 21 26 26 31 20 29 54 25 39 2308
leaf_count=27 22 26 32 20 23 20 35 20 31 22 20 21 29 22 35 23 21 27 36 30 21 26 26 31 20 29 54 25 39 2308
internal_value=0 1.62394e-05 -3.2472e-06 -0.000207621 2.40026e-05 -2.47667e-06 -1.45633e-06 -3.29678e-07 5.74265e-05 -1.46477e-06 6.12314e-06 3.28474e-05 -1.392e-05 6.26348e-06 -2.19286e-05 6.40429e-06 3.01981e-05 -9.16848e-06 5.41469e-06 4.41368e-05 -3.91811e-07 -1.1195e-06 3.09327e-05 -1.4606e-07 5.34264e-05 -1.24953e-06 8.99086e-08 8.22157e-05 -1.48351e-06 -2.51791e-06
internal_weight=0 413 391 46 345 2708 2681 2646 51 2595 322 138 184 155 123 118 95 74 101 65 2575 2553 53 2527 51 2476 2447 46 2401 2362
internal_count=3121 413 391 46 345 2708 2681 2646 51 2595 322 138 184 155 123 118 95 74 101 65 2575 2553 53 2527 51 2476 2447 46 2401 2362
is_linear=0
shrinkage=0.1


Tree=3237
num_leaves=31
num_cat=0
split_feature=132 1185 43 12 50 50 3 12 45 11 33 50 52 52 0 2 13 3 52 0 2 2 42 42 42 52 52 43 2 160
split_gain=1.36493e-05 6.7407e-05 2.79124e-05 3.36294e-05 2.20316e-05 1.3425e-05 2.39628e-05 4.90489e-05 2.16527e-05 6.21817e-05 1.99961e-05 1.99724e-05 1.71097e-05 0.000216182 5.57235e-05 0.000124899 0.000148001 0.000104946 7.06288e-05 5.52232e-05 5.53842e-05 0.000142595 7.36726e-05 0.000311535 0.000262409 7.33814e-05 3.85475e-05 3.82274e-05 3.20972e-05 8.50419e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.010739999999999998 0.087385000000000004 0.09227500000000001 0.13060500000000003 0.10299500000000002 0.089150000000000021 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.13857500000000003 0.096795000000000006 0.10160000000000001 -0.072269999999999987 0.097385000000000013 -0.0062949999999999994 -0.073309999999999986 0.12445000000000002 -0.074824999999999989 0.091545000000000015 0.093320000000000014 0.090395000000000017 0.088575000000000015 0.094165000000000013 0.23074000000000003 0.34769500000000003 -0.079734999999999986 0.083995000000000014 -0.50449999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 8 7 -7 9 -3 -11 -9 -12 -14 19 16 -16 -17 -19 20 22 -22 23 28 -24 -23 -27 -28 -15 -30
right_child=1 5 4 -5 -6 6 -8 11 -10 10 12 -13 13 14 15 17 -18 18 -20 -21 21 25 24 -25 -26 26 27 -29 29 -31
leaf_value=-9.6740893834224987e-06 0.00018034062820896952 0.00015387966342621861 9.2752563055519641e-06 -0.00018261214946423108 -8.7404954345921793e-05 -0.00012466484474771278 0.0001340477714256849 0.00011254944984102623 -0.00010196493610800688 -9.2379841498768661e-05 3.0918349180825917e-06 2.3265293566510082e-06 -0.0002926162792762086 -7.6623820415989039e-05 0.00039326992511632851 -0.00016444300425670614 1.3168591595742676e-05 -4.9051392690873602e-05 0.00017570084867123836 -0.00018379976652795451 0.00027657049095502036 0.00012214335194233084 0.00030133378010456605 -0.0004135052738585425 -0.00013054120386454194 -0.00014865611054119655 9.703296524267423e-05 -8.2860985670170839e-05 0.00019498956012068363 -5.1473887530543531e-05
leaf_weight=23 21 26 149 22 28 20 20 31 21 24 2202 35 27 50 20 30 21 27 29 20 21 31 24 24 34 30 21 27 21 42
leaf_count=23 21 26 149 22 28 20 20 31 21 24 2202 35 27 50 20 30 21 27 29 20 21 31 24 24 34 30 21 27 21 42
internal_value=0 1.83004e-06 -2.38977e-05 -9.42216e-05 -6.01879e-06 5.27498e-07 3.5454e-05 1.25252e-05 -8.08074e-07 -3.58841e-08 -1.50444e-06 5.40979e-05 -6.96954e-07 -1.74162e-05 -1.67384e-06 5.49574e-05 0.000198584 -1.35157e-05 6.73382e-05 -2.25207e-05 -1.25958e-05 3.7963e-05 -4.63017e-05 -8.62952e-05 4.81657e-05 -8.00728e-06 -5.97338e-05 -4.15738e-06 -1.67992e-05 3.06806e-05
internal_weight=0 2899 222 45 177 2878 106 86 2772 2751 2725 66 2701 499 472 127 41 86 56 345 325 130 195 137 58 109 78 48 113 63
internal_count=3121 2899 222 45 177 2878 106 86 2772 2751 2725 66 2701 499 472 127 41 86 56 345 325 130 195 137 58 109 78 48 113 63
is_linear=0
shrinkage=0.1


Tree=3238
num_leaves=31
num_cat=0
split_feature=1447 480 481 0 481 50 132 1211 399 399 403 1210 1213 4 42 13 160 4 4 483 12 1 4 15 160 2 2 42 1209 15
split_gain=1.25489e-05 1.63569e-05 2.56306e-05 6.07982e-05 3.99844e-05 1.7434e-05 0.000266095 0.000226592 2.69257e-05 6.58424e-05 2.45584e-05 2.48061e-05 2.17772e-05 2.04014e-05 4.09757e-05 5.26294e-05 5.01829e-05 2.83754e-05 5.64145e-05 3.23568e-05 3.72271e-05 3.11553e-05 7.47191e-05 7.46086e-05 2.82435e-05 1.78003e-05 7.50373e-05 5.40014e-05 4.81112e-05 0.00014421
threshold=0.087755000000000014 -0.089354999999999976 -0.087424999999999989 -0.086554999999999979 -0.085629999999999984 0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.09141500000000001 0.099760000000000015 0.62200000000000011 0.20852500000000002 0.50180500000000017 -0.023539999999999995 0.11603500000000001 -0.084319999999999992 -1.0000000180025095e-35 -0.010655 -0.0057249999999999992 0.085870000000000016 0.089300000000000004 0.10205500000000002 0.08184000000000001 -0.092489999999999989 -0.40957499999999997 0.088555000000000009 0.088930000000000023 -0.16797499999999996 -0.080689999999999984 0.087575000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 8 -7 13 10 -10 11 12 25 14 15 -8 -17 19 -19 20 -15 23 -23 -20 -25 27 -27 -6 29 -29
right_child=-2 2 4 -5 5 6 7 -9 9 -11 -12 -13 -14 17 -16 16 -18 18 21 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=8.4691220178248605e-05 -5.9541481480534592e-05 3.3892261153061341e-05 0.0001126056368434547 -0.00015522053981840145 -0.00013942828882136383 0.00036627004235578216 -8.6512229245272475e-06 -0.00031870069416029207 -0.00019833387550534099 -3.6442137749353221e-07 -9.7512784682644109e-05 0.0001111021711403737 -9.3575414386577906e-05 -0.00019399724776369775 -7.388986622182918e-05 2.4551698603001731e-05 0.00021365053138045674 0.0001773881288023577 -0.00019533807337045964 5.1387002604315053e-05 -1.0033179040130398e-05 0.00020820943894250379 -4.8885200521908706e-05 -4.4927317561814564e-05 0.00011042831869086843 -0.00015239473472320245 -3.9063552650527272e-06 -3.9536607059913144e-05 7.9324397902439982e-06 0.00031474563904339449
leaf_weight=23 35 34 32 34 24 21 40 21 24 56 26 20 25 22 21 23 36 21 22 20 22 20 26 25 22 35 1231 27 1113 20
leaf_count=23 35 34 32 34 24 21 40 21 24 56 26 20 25 22 21 23 36 21 22 20 22 20 26 25 22 35 1231 27 1113 20
internal_value=0 6.75295e-07 4.4421e-08 -6.06641e-05 1.42278e-06 2.22019e-07 2.07832e-05 -4.93094e-07 -2.63963e-06 -5.97553e-05 -8.27157e-07 1.80389e-07 -7.15949e-07 2.03893e-05 5.29864e-05 7.98996e-05 0.000139934 8.30987e-07 2.667e-05 -5.4077e-05 -0.000102015 -8.52382e-07 6.28951e-05 -4.33507e-05 2.77923e-05 2.31597e-07 -8.01148e-06 9.04557e-06 1.21174e-05 0.000111222
internal_weight=0 3086 3063 68 2995 2963 362 341 2601 80 2521 2495 2475 320 120 99 59 200 136 64 44 115 46 69 47 2450 1266 1184 1160 47
internal_count=3121 3086 3063 68 2995 2963 362 341 2601 80 2521 2495 2475 320 120 99 59 200 136 64 44 115 46 69 47 2450 1266 1184 1160 47
is_linear=0
shrinkage=0.1


Tree=3239
num_leaves=31
num_cat=0
split_feature=1211 43 1211 1211 15 43 399 400 398 399 1452 1452 1451 1420 157 52 15 52 0 1454 1455 1455 1446 1455 1455 479 481 13 2 481
split_gain=1.44066e-05 4.03753e-05 1.31009e-05 1.78663e-05 5.43529e-05 7.32932e-05 2.27221e-05 4.49265e-05 1.89627e-05 1.82253e-05 1.2357e-05 1.28033e-05 2.50334e-05 2.34239e-05 3.94637e-05 1.63999e-05 5.8022e-05 4.15025e-05 2.82992e-05 2.18723e-05 2.73976e-05 3.51361e-05 2.60099e-05 2.80108e-05 2.4717e-05 2.76945e-05 2.932e-05 9.86642e-05 0.000192033 4.59956e-05
threshold=0.11716500000000001 0.062770000000000006 0.11013500000000002 0.087635000000000005 0.084050000000000014 0.05259500000000001 0.091895000000000018 -0.0031999999999999993 0.10586000000000002 0.08845500000000002 0.11769000000000002 0.096800000000000011 0.082235000000000016 0.056520000000000008 0.63397500000000007 0.51358000000000004 0.11461000000000002 0.50744500000000003 -0.083914999999999976 0.10205000000000002 0.090900000000000022 0.098910000000000012 -0.088809999999999986 -0.091944999999999985 -0.065979999999999983 0.10713500000000002 -0.087424999999999989 -0.081029999999999977 0.085515000000000022 -0.081614999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 9 -8 -9 10 11 12 13 14 15 17 18 19 -17 20 22 -22 -1 -24 -25 26 27 28 -26 -28
right_child=1 -3 -4 4 5 -7 7 8 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 23 24 25 -27 29 -29 -30 -31
leaf_value=-0.00011278585216565435 0.00011964023563478171 -6.0422606766223913e-05 -6.557222457617641e-05 -8.2470219993930585e-05 0.00022737906547263265 -2.6035254233561104e-05 -0.00016857973006760102 -6.5074210154610532e-05 5.9369385875470473e-05 8.3351239174170102e-05 6.6581042510396968e-05 -5.8292690216778572e-05 0.00010817316215252505 -0.00010663418492878833 0.00013934082482592203 4.6910860266962121e-05 0.00019053625415835996 -0.00012873833038611339 -9.0443246775369834e-05 -7.0892433610020406e-05 0.00015256715582486673 -2.3733441121294167e-05 8.3057735770498999e-05 -9.2572442517848693e-05 -0.00037482430932522266 9.7633663342224159e-05 9.7464493212991079e-05 0.00010029860165256348 2.8372549928058615e-05 -2.4647174072954422e-06
leaf_weight=21 33 20 31 21 25 21 24 24 25 26 27 39 21 21 20 40 20 26 24 45 26 20 39 30 21 28 47 24 27 2305
leaf_count=21 33 20 31 21 25 21 24 24 25 26 27 39 21 21 20 40 20 26 24 45 26 20 39 30 21 28 47 24 27 2305
internal_value=0 5.1692e-05 -8.9298e-07 -2.32771e-07 5.08338e-05 0.00011169 -1.38478e-06 -5.64858e-05 -1.58258e-06 3.68437e-09 -7.51118e-07 -1.39035e-06 -5.99191e-07 -1.41967e-06 -6.19997e-07 -1.64049e-06 4.18634e-05 -3.01481e-06 -4.59693e-06 -1.77334e-06 -5.71496e-07 7.59147e-05 -1.95559e-06 -1.03237e-06 -2.35369e-06 -1.24987e-06 -2.39209e-06 -6.52512e-05 -0.000148026 -4.67833e-07
internal_weight=0 53 3068 3037 67 46 2970 73 49 2897 2871 2844 2805 2784 2763 2743 84 2659 64 2633 2588 46 2542 2521 2482 2452 2424 72 48 2352
internal_count=3121 53 3068 3037 67 46 2970 73 49 2897 2871 2844 2805 2784 2763 2743 84 2659 64 2633 2588 46 2542 2521 2482 2452 2424 72 48 2352
is_linear=0
shrinkage=0.1


Tree=3240
num_leaves=31
num_cat=0
split_feature=132 1185 50 399 398 16 42 12 2 4 401 2 1213 133 133 1208 1208 1208 403 15 403 133 2 12 0 0 3 43 12 15
split_gain=1.3122e-05 5.40185e-05 2.61175e-05 2.69075e-05 5.72957e-05 1.26708e-05 3.8883e-05 3.30532e-05 1.48195e-05 1.80009e-05 1.17242e-05 4.82261e-05 3.43532e-05 3.18799e-05 2.57718e-05 1.53858e-05 2.73365e-05 5.21509e-05 3.04169e-05 0.000186666 2.46453e-05 1.43056e-05 4.6993e-05 1.29002e-05 5.05223e-05 0.00012741 8.65999e-05 6.67503e-05 7.42852e-05 6.3106e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.09227500000000001 0.09141500000000001 0.10586000000000002 -0.073404999999999984 -0.018024999999999996 0.090165000000000009 0.085485000000000019 -0.085034999999999986 -0.06959499999999999 0.096540000000000015 -1.0000000180025095e-35 0.51114000000000004 0.41892500000000005 0.11332500000000002 0.10233500000000001 0.089655000000000012 -0.5335399999999999 0.087575000000000014 -0.49218499999999993 0.15630500000000003 0.090425000000000019 0.09141500000000001 -0.07847999999999998 -0.079829999999999998 -0.047929999999999993 -0.23714499999999997 0.12757000000000002 0.11657500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 7 -7 8 9 -1 11 12 -3 14 15 16 17 18 19 -12 -20 23 -23 -22 25 29 27 -26 -29 -25
right_child=1 10 -4 4 -6 6 -8 -9 -10 -11 13 -13 -14 -15 -16 -17 -18 -19 20 -21 21 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=9.0261623154219708e-05 0.00016159666029991407 5.4744035189383122e-05 -0.00010856977727774893 -0.00018757760727843877 3.8153722429838545e-05 -0.0001171976505429484 6.2965833647309486e-05 0.00012848545457018191 -6.7217355672255513e-05 -3.2216009321928142e-05 -0.00013925402628956363 0.00016475445319718513 -9.2781380603641829e-05 -9.2704620289402347e-05 0.0001138432801963063 -8.5353069256858109e-05 9.8869694436741297e-05 -0.00016132867327542044 -0.00010148369437956717 0.00027846883891154156 -3.120185028685719e-06 -0.00016596050720961235 3.3494786287149141e-05 4.7222601735066102e-05 0.00013588427846635961 0.00029027080767264125 -0.00018110504812217119 2.5792875698810948e-06 -0.00018260938291543585 -0.00010557659392830947
leaf_weight=24 21 38 31 23 22 25 23 26 24 24 20 22 27 37 20 21 28 20 24 23 1831 21 27 211 35 20 27 372 23 31
leaf_count=24 21 38 31 23 22 25 23 26 24 24 20 22 27 37 20 21 28 20 24 23 1831 21 27 211 35 20 27 372 23 31
internal_value=0 1.79434e-06 -2.34315e-05 -9.61325e-06 -7.72201e-05 1.12245e-05 -3.08693e-05 3.18418e-05 -3.05725e-06 2.90228e-05 6.28304e-07 3.6779e-05 -6.53575e-06 -4.98572e-07 7.40217e-07 -8.71651e-08 5.72836e-07 -4.52233e-07 7.55095e-07 8.41791e-05 -6.13034e-07 3.18796e-07 -5.37669e-05 1.33688e-06 1.26872e-05 4.76966e-05 -7.38382e-06 3.52425e-06 -8.20385e-06 2.76492e-05
internal_weight=0 2899 222 191 45 146 48 98 72 48 2878 87 65 2791 2754 2734 2713 2685 2665 43 2622 2598 48 2550 719 262 457 430 395 242
internal_count=3121 2899 222 191 45 146 48 98 72 48 2878 87 65 2791 2754 2734 2713 2685 2665 43 2622 2598 48 2550 719 262 457 430 395 242
is_linear=0
shrinkage=0.1


Tree=3241
num_leaves=31
num_cat=0
split_feature=401 15 132 400 15 3 479 480 1210 401 402 3 402 1447 1213 482 158 131 42 16 133 133 43 3 1212 43 12 1212 15 1210
split_gain=1.26462e-05 1.89555e-05 0.000350142 0.000208094 5.64647e-05 0.000142759 3.53926e-05 5.51305e-05 3.37298e-05 3.18356e-05 5.16868e-05 0.000100544 3.9439e-05 3.05785e-05 7.33148e-05 3.2518e-05 2.48047e-05 3.4441e-05 5.3906e-05 0.000100436 0.000103503 7.86408e-05 2.2707e-05 2.90863e-05 1.9763e-05 6.92409e-05 7.52038e-05 6.8821e-05 4.88698e-05 3.10065e-05
threshold=0.13837000000000002 0.091650000000000023 -0.083284999999999984 -0.060504999999999996 0.090750000000000011 -0.083489999999999995 0.10061500000000002 -0.080264999999999989 -0.13847499999999999 1.0000000180025095e-35 -0.44724499999999995 -0.077644999999999978 -0.097504999999999994 -0.082229999999999984 -0.059794999999999994 0.11191500000000001 -1.0000000180025095e-35 0.077860000000000013 0.090395000000000017 -0.088909999999999989 0.039215000000000007 0.086695000000000008 -0.013199999999999998 -0.071799999999999989 -0.087464999999999987 -0.0047449999999999992 0.087005000000000013 -1.0000000180025095e-35 0.085730000000000015 -0.085329999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 8 -6 7 -5 -1 10 11 -9 -12 -14 -15 16 -16 18 21 -20 -21 22 -18 -24 25 -10 -27 28 -26 -29
right_child=-2 2 3 6 5 -7 -8 9 24 -11 12 -13 13 14 15 -17 17 -19 19 20 -22 -23 23 -25 27 26 -28 29 -30 -31
leaf_value=9.14481250126697e-05 -7.7340121164784913e-05 0.00039107834121144451 -0.00030083978083646142 0.00017277029780772232 4.5183816207729534e-05 -0.00030537005087743249 -8.6831754063609889e-05 4.425259898910198e-05 -0.00015010305662424518 0.00010566628240185844 0.00014469866108139168 -0.00026232021104078741 0.00012763035701937042 -0.00016720435742172414 0.00013163020415785944 -9.6714798353233439e-05 -5.8743527843034835e-05 -0.00010369927681278484 -0.00022483503838884646 0.00021652875439031051 -7.715867245375801e-05 0.00025096919945922098 0.00015579893014629225 1.1315965285144845e-05 1.9098635930276943e-05 0.00012697595448116772 -9.1565800052663816e-05 -0.00010040468775969203 0.0002401636763534043 -1.3039177451120472e-06
leaf_weight=39 21 24 22 23 26 21 32 23 39 34 23 20 20 24 21 23 20 21 20 20 30 21 22 38 20 32 31 32 20 2359
leaf_count=39 21 24 22 23 26 21 32 23 39 34 23 20 20 24 21 23 20 21 20 20 30 21 22 38 20 32 31 32 20 2359
internal_value=0 5.23915e-07 1.87705e-05 -7.81739e-07 -2.82722e-06 -0.000111447 1.43936e-05 2.24314e-05 -8.4234e-07 1.33319e-05 4.25857e-06 -9.83394e-05 1.88187e-05 8.47854e-06 -6.86983e-07 1.6247e-05 2.84447e-05 1.71588e-05 3.20011e-05 -3.54412e-05 4.03163e-05 7.87432e-05 3.35339e-05 6.42931e-05 -2.26331e-06 -4.53856e-05 1.94395e-05 -4.53988e-07 0.000129631 -2.63024e-06
internal_weight=0 3100 481 457 2619 47 435 403 2572 380 346 43 303 280 260 236 213 192 171 70 50 101 80 60 2533 102 63 2431 40 2391
internal_count=3121 3100 481 457 2619 47 435 403 2572 380 346 43 303 280 260 236 213 192 171 70 50 101 80 60 2533 102 63 2431 40 2391
is_linear=0
shrinkage=0.1


Tree=3242
num_leaves=31
num_cat=0
split_feature=1211 50 132 50 15 132 52 52 133 401 15 133 16 133 1208 4 403 15 402 1210 42 3 4 403 1204 402 401 1212 2 0
split_gain=1.5411e-05 0.000136769 2.23329e-05 9.3905e-05 3.19413e-05 3.03736e-05 1.92649e-05 1.41879e-05 1.47126e-05 1.35305e-05 4.62597e-05 3.41347e-05 7.58545e-05 2.17954e-05 1.3752e-05 6.08546e-05 2.22286e-05 0.00012011 2.77733e-05 2.18562e-05 8.40498e-05 0.000131124 4.96525e-05 3.05648e-05 1.46987e-05 1.93282e-05 1.64141e-05 1.61333e-05 7.28514e-05 4.92859e-05
threshold=0.11048500000000001 0.096900000000000014 -0.083284999999999984 0.09227500000000001 0.092400000000000024 -0.050879999999999988 0.084735000000000019 0.092320000000000013 -0.45516499999999999 -0.06959499999999999 0.095175000000000023 0.51114000000000004 -0.079504999999999978 0.41892500000000005 0.098655000000000007 -0.078439999999999996 -0.5335399999999999 0.087575000000000014 0.23460000000000003 -0.065674999999999983 0.087075000000000014 -0.082404999999999992 -0.083854999999999985 -0.41534499999999991 -0.016569999999999994 -0.031734999999999992 0.12463 -0.022679999999999995 0.084515000000000021 -0.086284999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 7 -4 -2 8 -1 10 -7 13 -13 14 16 -16 17 -11 19 20 21 22 -18 -21 -25 -26 27 28 -27 -30
right_child=1 -3 5 -5 -6 9 -8 -9 -10 11 -12 12 -14 -15 15 -17 18 -19 -20 23 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=7.6840464280394379e-05 -0.00010067556599656551 0.00025584592189757546 0.00011095317342551426 -0.00020300768909302342 -0.00011982710233992708 -2.8408776076200106e-05 1.4421795552180178e-05 8.5235512371928922e-05 -1.558687357124478e-05 -0.00012658950581680983 0.00016510688223033435 3.7966227021322336e-05 -0.000231118489682558 0.0001046846637473209 -0.00016831714810905396 4.6951201586815503e-05 -4.5944514626640858e-06 0.00018580346068119979 -0.00010527336786617526 -0.00010906271048812555 0.0002052334993350087 -0.00021831875736617285 0.00019183933268736425 7.0706667561196436e-05 -8.5046920651587218e-05 -0.00013452060328828256 8.601687070701949e-05 8.9751559971763482e-07 0.00015846870983729052 -4.7505994902726698e-05
leaf_weight=20 26 22 25 28 22 30 33 21 124 20 21 22 20 20 24 29 31 32 25 26 25 21 22 29 27 44 22 2263 21 26
leaf_count=20 26 22 25 28 22 30 33 21 124 20 21 22 20 20 24 29 31 32 25 26 25 21 22 29 27 44 22 2263 21 26
internal_value=0 4.30489e-05 -1.14703e-06 -3.22159e-05 -6.64285e-06 1.21751e-06 -3.62991e-05 8.44838e-06 -2.74974e-06 2.37724e-07 5.12741e-05 -7.09114e-07 -9.01694e-05 6.78892e-07 -9.52489e-08 -5.05288e-05 9.19549e-07 6.56523e-05 -3.84132e-07 6.41379e-07 4.67089e-05 -6.84671e-06 7.69441e-05 -1.21407e-06 -6.1079e-08 -9.15122e-07 4.09215e-08 -7.62592e-07 -4.20464e-05 4.45253e-05
internal_weight=0 81 3040 215 187 2825 59 165 144 2800 51 2749 42 2707 2687 53 2634 52 2582 2557 99 74 53 2458 2432 2403 2376 2354 91 47
internal_count=3121 81 3040 215 187 2825 59 165 144 2800 51 2749 42 2707 2687 53 2634 52 2582 2557 99 74 53 2458 2432 2403 2376 2354 91 47
is_linear=0
shrinkage=0.1


Tree=3243
num_leaves=31
num_cat=0
split_feature=1211 50 1211 12 402 403 1210 1211 133 1186 1204 1203 390 129 129 12 394 393 1186 160 1447 13 40 2 42 11 10 43 2 0
split_gain=1.24829e-05 0.000110783 2.48536e-05 1.75704e-05 1.47838e-05 2.93197e-05 2.68252e-05 1.43153e-05 3.77026e-05 1.96851e-05 1.38549e-05 1.80045e-05 1.59862e-05 1.57672e-05 2.31982e-05 6.52923e-05 3.37533e-05 2.90496e-05 2.55875e-05 1.81546e-05 1.78653e-05 1.93299e-05 0.000104811 6.75415e-05 6.15933e-05 1.71633e-05 1.88243e-05 0.00010436 3.6286e-05 0.000104689
threshold=0.11048500000000001 0.096900000000000014 0.10326000000000002 0.096525000000000014 -0.45454999999999995 -0.45015499999999992 0.26755500000000004 0.087635000000000005 -0.080849999999999991 -0.10142499999999997 0.058775000000000008 -1.0000000180025095e-35 0.087590000000000015 0.11424000000000001 0.10311000000000002 0.095330000000000012 -0.093064999999999981 0.094880000000000006 -0.084639999999999979 0.62940000000000007 0.087755000000000014 0.24813000000000004 -0.24452499999999996 0.31765000000000004 -0.11466499999999999 -0.011194999999999998 0.053330000000000009 -0.074974999999999986 -0.080614999999999978 -0.074479999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 -1 7 9 -9 -6 11 -11 13 14 16 -16 -13 18 -18 20 21 22 -20 25 -23 -24 28 -28 29 -27
right_child=1 -3 -4 -5 6 -7 -8 8 -10 10 -12 12 -14 -15 15 -17 17 -19 19 -21 -22 24 23 -25 -26 26 27 -29 -30 -31
leaf_value=-2.4914725301122031e-05 -7.3237101260977065e-05 0.00023026133104312149 -0.00010944502753859741 4.0739469460233875e-05 -8.7835476911707772e-05 0.00014218853473375065 -0.00011373180764383592 -1.9553986404107179e-05 0.00015891788531916974 8.1422308378225564e-05 -8.3372947265161209e-05 -9.1126765506660808e-05 6.0610245210617522e-05 -8.4001790420860868e-05 0.00014970436574966538 -7.1388237285480667e-05 -9.6957736449050058e-05 9.8762447932727057e-05 0.00023016508726868778 -9.5761926459090319e-05 -7.5579843870664565e-05 2.4845918359891297e-05 8.9776179745306518e-05 -0.00017825722212104925 -0.00017978208732074565 0.00025604785242605777 7.9304021107873274e-05 -0.00017055563088173845 7.5136320696204992e-07 -4.165328943296724e-05
leaf_weight=21 38 22 21 21 26 21 21 29 20 27 20 42 42 23 34 22 28 29 20 20 31 38 22 21 24 21 32 35 2323 27
leaf_count=21 38 22 21 21 26 21 21 29 20 27 20 42 42 23 34 22 28 29 20 20 31 38 22 21 24 21 32 35 2323 27
internal_value=0 3.87441e-05 -1.03233e-06 -3.26692e-05 -2.78217e-07 5.86369e-05 -1.1094e-06 -3.09309e-07 5.32917e-05 -1.2128e-06 -4.31062e-07 1.48749e-07 -6.25558e-07 -1.54673e-06 -8.61835e-07 6.28466e-05 -2.17686e-06 -7.78174e-07 -1.87079e-06 -8.52256e-07 -1.20493e-07 7.92203e-07 2.15955e-06 3.21539e-07 -5.43649e-05 1.84599e-06 1.05253e-06 -5.12197e-05 2.52964e-06 8.8591e-05
internal_weight=0 81 3040 59 3019 42 2977 2956 49 2907 2881 2861 2834 2792 2769 56 2713 2671 2642 2614 2594 2563 2501 2481 62 2460 2438 67 2371 48
internal_count=3121 81 3040 59 3019 42 2977 2956 49 2907 2881 2861 2834 2792 2769 56 2713 2671 2642 2614 2594 2563 2501 2481 62 2460 2438 67 2371 48
is_linear=0
shrinkage=0.1


Tree=3244
num_leaves=31
num_cat=0
split_feature=130 10 2 40 2 45 0 52 4 4 3 0 160 2 2 2 12 10 2 4 0 1 133 42 2 45 10 12 131 131
split_gain=1.16732e-05 2.74098e-05 3.70621e-05 2.87674e-05 2.70827e-05 2.28813e-05 1.2409e-05 3.2179e-05 3.83268e-05 2.37653e-05 6.59426e-05 1.46419e-05 4.86875e-05 6.34614e-05 8.15873e-05 7.56572e-05 9.4763e-05 1.81014e-05 3.25551e-05 1.80623e-05 2.10964e-05 3.47752e-05 4.13345e-05 2.54364e-05 2.3284e-05 2.17676e-05 2.46006e-05 1.90384e-05 1.81519e-05 2.17248e-05
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 0.13134000000000004 0.095415000000000014 -0.35136499999999998 -0.50940999999999981 -0.022174999999999997 -0.0058249999999999994 0.010565000000000001 0.10613000000000002 0.09678500000000001 0.10912000000000001 0.092200000000000018 0.053330000000000009 -0.080614999999999978 -0.37944499999999992 -0.057069999999999989 0.11866500000000001 0.017095000000000003 0.090690000000000007 0.12992500000000004 0.094030000000000016 -0.011559999999999999 1.0000000180025095e-35 0.13767000000000004 0.090690000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 9 8 -8 10 -7 17 13 14 -13 -15 -17 18 -11 -20 25 22 23 -22 -24 26 -21 -23 29 -28
right_child=1 3 -4 4 -6 6 7 -9 -10 11 -12 12 -14 15 -16 16 -18 -19 19 20 21 27 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-7.6152428628120111e-05 -1.1072583306702742e-05 -0.00011723656812786691 0.00017913701034558474 -0.00010718454526795542 0.00011337874062259549 -0.000187413985026069 -7.5279038931815503e-05 0.0001419446761164264 0.00010086419490454276 9.3991056281892167e-05 2.3996569682872685e-05 5.1313159107902561e-05 -0.00011983559073996731 -0.00016808318634957688 0.00028107776734486838 0.00020507153967628256 -6.4534743353306118e-05 -6.9082484874226612e-05 9.0607843178856592e-05 -0.00010451494708831889 -5.267391295222167e-05 -3.476654822710164e-05 -7.0898575888184672e-05 -0.00018138193072980572 7.3001044375300622e-05 -9.4965888380708444e-05 -9.8172932500605886e-07 8.7642298873375971e-05 -9.0841838737971904e-05 2.8691193410525429e-05
leaf_weight=20 21 21 20 20 21 25 30 22 21 36 36 68 20 24 20 22 32 39 21 22 28 24 22 34 23 24 2077 27 21 280
leaf_count=20 21 21 20 20 21 25 30 22 21 36 36 68 20 24 20 22 32 39 21 22 28 24 22 34 23 24 2077 27 21 280
internal_value=0 4.91153e-07 8.17126e-05 -5.97108e-07 2.0889e-07 -5.78574e-07 1.32607e-07 4.0857e-05 -2.74947e-06 -8.83762e-07 -6.26471e-05 4.31728e-07 2.75624e-05 4.53212e-05 0.000103532 -2.0353e-05 4.53049e-05 -1.45263e-06 -4.53171e-07 -1.75935e-06 -2.5106e-06 -3.79155e-05 -7.03047e-05 -0.000123256 2.65012e-06 -2.02849e-07 7.44781e-07 3.00381e-05 1.71859e-06 2.54327e-06
internal_weight=0 3101 41 3060 3039 3018 2998 73 51 2925 61 2864 186 166 88 78 54 2678 2639 2603 2582 158 107 62 45 2424 2400 51 2378 2357
internal_count=3121 3101 41 3060 3039 3018 2998 73 51 2925 61 2864 186 166 88 78 54 2678 2639 2603 2582 158 107 62 45 2424 2400 51 2378 2357
is_linear=0
shrinkage=0.1


Tree=3245
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 393 50 133 1429 156 474 1419 50 13 1 0 45 11 33 9 3 475 42 42 151 156 3 13 475 484 475
split_gain=1.08556e-05 4.44643e-05 2.85593e-05 1.67872e-05 1.47504e-05 1.26705e-05 1.266e-05 1.04944e-05 2.61658e-05 3.08391e-05 1.79398e-05 1.29353e-05 2.06969e-05 3.17782e-05 6.53554e-05 1.86083e-05 4.61906e-05 1.97008e-05 1.67815e-05 3.29379e-05 1.52668e-05 5.10459e-05 0.000144822 9.85927e-05 8.8444e-05 0.000105523 3.62211e-05 2.19784e-05 3.63113e-05 2.18968e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.10277000000000001 0.09227500000000001 -0.45516499999999999 0.12521000000000002 0.3248100000000001 0.11787500000000002 0.099095000000000016 0.13060500000000003 -0.082574999999999982 0.099990000000000009 -0.082284999999999983 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 -0.011549999999999998 -0.083494999999999986 0.083715000000000026 0.083995000000000014 -0.085604999999999987 0.08759500000000002 -0.084524999999999975 -0.085964999999999986 -0.10664 0.081425000000000011 -0.011519999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 9 10 11 15 -13 14 -14 16 -3 -18 20 -20 21 23 -23 -19 26 -26 -24 -25 -29 -22
right_child=1 7 -4 -5 -6 -7 -8 -9 -10 -11 -12 12 13 -15 -16 -17 17 18 19 -21 29 22 24 27 25 -27 -28 28 -30 -31
leaf_value=7.3059088511702924e-05 0.00014661518764027973 0.00013556030736071989 -0.00012199606362264604 -9.3043939635944787e-05 7.1083590424118136e-05 -7.709762667218456e-05 -1.1995652776455417e-05 7.2759553413561667e-05 -0.00011114402981807611 0.00012162582587777814 -7.2207133240119548e-05 -4.0878178641343347e-05 -0.00011952487908447872 0.00014020837362266084 0.00012447716992186465 -9.6546788645355272e-05 -8.5991675021230356e-05 -0.00022199329471602272 -7.6707193650637392e-06 0.00014936226069204911 -4.1780015612537579e-05 0.00025789692847562649 2.7045970224814179e-05 -4.5000071126959224e-05 -0.00024583159683970733 6.4213930870339812e-05 0.00020078216388355944 0.00014738926356949378 -2.3048606970405672e-05 -1.255439030222409e-06
leaf_weight=21 21 25 25 21 26 24 105 20 21 21 34 26 21 31 23 20 27 21 34 22 142 30 30 31 23 21 20 25 25 2185
leaf_count=21 21 25 25 21 26 24 105 20 21 21 34 26 21 31 23 20 27 21 34 22 142 30 30 31 23 21 20 25 25 2185
internal_value=0 1.63204e-06 -2.13121e-05 -8.535e-06 1.54845e-06 -1.05043e-05 2.18014e-06 5.74136e-07 6.89892e-08 8.92209e-07 -8.14865e-09 8.74226e-07 3.60057e-05 6.26588e-05 8.02165e-06 -4.49266e-07 2.73e-07 -1.01007e-06 -1.30617e-07 5.40208e-05 -1.31843e-06 2.34954e-05 6.65992e-05 -2.89053e-05 5.54668e-06 -9.78553e-05 9.65404e-05 2.11545e-05 6.21703e-05 -3.72836e-06
internal_weight=0 2899 222 197 176 150 126 2878 2858 2837 2816 2782 101 75 44 2681 2661 2636 2609 56 2553 226 124 102 94 44 50 81 50 2327
internal_count=3121 2899 222 197 176 150 126 2878 2858 2837 2816 2782 101 75 44 2681 2661 2636 2609 56 2553 226 124 102 94 44 50 81 50 2327
is_linear=0
shrinkage=0.1


Tree=3246
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 13 130 44 46 1456 10 0 15 13 33 12 12 12 50 133 0 12 474 1420 42 16 2 42 402 133
split_gain=1.13928e-05 0.000334818 0.00020989 7.53271e-05 1.16359e-05 2.28047e-05 1.42589e-05 1.16174e-05 3.35753e-05 1.39922e-05 1.35297e-05 0.000131376 8.19483e-05 4.30755e-05 3.15032e-05 1.47332e-05 4.6447e-05 4.47018e-05 1.49203e-05 0.000107338 0.00012008 5.87735e-05 4.64867e-05 1.90954e-05 1.73938e-05 6.35284e-05 0.00010675 4.7346e-05 2.76594e-05 3.37431e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.016569999999999994 -0.013634999999999998 0.084685000000000024 0.084760000000000016 0.10253500000000002 0.11772000000000001 -0.011559999999999999 -0.10224499999999999 -0.10091499999999999 -0.0072999999999999992 -1.0000000180025095e-35 0.11650500000000001 0.12757000000000002 0.14786000000000002 -0.099524999999999988 0.090665000000000009 -0.067094999999999988 0.11418000000000002 -0.45463999999999999 1.0000000180025095e-35 0.11839500000000001 -0.072359999999999994 0.09358000000000001 0.11720500000000002 -0.45454999999999995 0.41171500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 9 -9 10 11 -6 -13 -14 -12 18 -17 -18 19 20 -16 22 -20 24 27 26 -26 28 -24 -30
right_child=2 -3 4 -5 7 6 -8 8 -10 -11 14 12 13 -15 15 16 17 -19 21 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=2.4007423470199656e-06 -0.00030936302052644101 0.00040166265139954965 0.00011497846918735797 -0.00020228290977684083 -0.00025987397869660833 -4.2186766583626837e-05 5.0088311977828309e-05 0.00014725926037044703 -2.2384100624809176e-05 -6.0794891667170209e-05 0.00010649602461074079 0.00014330713916437657 1.168778154799889e-05 -0.00016852756608776482 -0.00016464240167503403 0.00013407641445155606 -0.00013553803495597097 4.9163133409915883e-05 -0.0001498252591513197 0.00021499375998973848 9.9447596456532966e-05 -0.0001738581358222291 8.5338534902095695e-05 8.4846623492642099e-05 -0.00015801583343935427 0.00014375408363775932 0.00014447437208218617 -0.00015246237113994237 -1.4418477556180825e-06 -0.0001004321349111186
leaf_weight=178 22 21 26 20 21 33 34 20 28 39 28 33 36 21 33 33 20 38 21 25 36 20 36 26 28 36 20 21 2133 35
leaf_count=178 22 21 26 20 21 33 34 20 28 39 28 33 36 21 33 33 20 38 21 25 36 20 36 26 28 36 20 21 2133 35
internal_value=0 2.19936e-05 -1.65975e-06 -1.82744e-05 6.90757e-07 3.54869e-05 4.63939e-06 -4.70362e-07 4.83006e-05 -1.32506e-06 -4.66047e-07 -3.46535e-05 1.7898e-05 -5.47073e-05 9.99694e-07 -1.53721e-07 3.93622e-05 -1.45269e-05 -1.60957e-06 3.74655e-05 -2.68563e-05 -3.15547e-06 -1.70638e-06 -3.74263e-07 -1.33388e-06 4.33356e-05 -3.19782e-05 -3.02027e-06 -1.59637e-06 -3.03994e-06
internal_weight=0 219 2902 198 2880 93 67 2787 48 2739 2700 111 90 57 2589 2561 91 58 2470 94 69 2376 2356 2335 2309 84 48 2225 2204 2168
internal_count=3121 219 2902 198 2880 93 67 2787 48 2739 2700 111 90 57 2589 2561 91 58 2470 94 69 2376 2356 2335 2309 84 48 2225 2204 2168
is_linear=0
shrinkage=0.1


Tree=3247
num_leaves=31
num_cat=0
split_feature=11 45 46 1429 156 12 130 157 1429 157 1371 457 133 159 157 151 148 148 43 48 448 47 0 13 1 1 1 47 1 151
split_gain=1.20121e-05 1.23799e-05 3.39202e-05 2.55266e-05 3.96417e-05 1.45365e-05 3.30882e-05 1.52794e-05 8.944e-05 8.09205e-05 5.31434e-05 8.27745e-05 5.18724e-05 5.41084e-05 3.09681e-05 3.09535e-05 2.459e-05 3.19835e-05 2.06932e-05 1.80217e-05 3.68165e-05 1.63891e-05 0.000115368 0.000288221 7.82288e-05 0.000172789 0.000118477 4.40181e-05 3.75428e-05 3.59408e-05
threshold=-0.072629999999999986 0.084355000000000013 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.23631000000000002 -0.22461999999999996 -0.087424999999999989 0.083960000000000021 -0.086394999999999986 0.083235000000000017 -0.082129999999999981 0.085355000000000014 0.087060000000000012 -0.14210499999999995 -0.5413699999999998 -0.10069499999999999 -0.084449999999999983 -0.078654999999999989 -0.11155999999999998 -0.079499999999999987 0.092165000000000011 -0.10224499999999999 -1.0000000180025095e-35 0.092945000000000014 0.089770000000000016 0.10708500000000001 0.086380000000000012 0.11751000000000002 -0.088279999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5 8 12 -9 15 -12 13 14 18 -11 -17 -18 -8 -19 -21 27 23 -23 25 -24 -26 29 -28 -22
right_child=1 2 -4 4 -6 -7 7 9 -10 10 11 -13 -14 -15 -16 16 17 19 -20 20 21 22 24 -25 26 -27 28 -29 -30 -31
leaf_value=-7.5376215153526225e-05 -0.00011288579385109188 0.00015036672644782811 -2.0145694257475305e-05 0.00011031229630505011 0.00014078230829909445 -8.3379660260280141e-05 -0.00012177816109518365 0.00017641508224747109 -0.00022877335009752642 0.0001247956184670329 2.859497879398987e-05 -0.00025911057713528862 9.6993569126138223e-05 -0.00018292918421571988 9.2468786867054109e-05 0.00010289374934710277 -9.8788419784272491e-05 -7.9536380085950701e-05 3.7856378808750638e-06 0.00010016434078696311 6.5636293570938372e-05 1.2860292710164296e-05 6.1312015136734223e-06 -0.00043394374224590141 -0.00022070424356245767 0.00033373190149827033 0.00011165515237995092 0.00011056986225633631 -3.1969107654871412e-05 -1.7813301976589641e-06
leaf_weight=21 20 20 28 27 20 21 21 26 20 20 20 20 38 21 24 23 33 28 35 37 82 42 69 22 28 21 28 37 52 2217
leaf_count=21 20 20 28 27 20 21 21 26 20 20 20 20 38 21 24 23 33 28 35 37 82 42 69 22 28 21 28 37 52 2217
internal_value=0 5.10612e-07 5.09011e-05 -2.819e-07 4.6087e-07 -4.70879e-07 1.11228e-07 -8.92628e-07 -3.10492e-05 8.16781e-07 -8.26097e-07 -0.000115258 -2.59964e-06 -4.00704e-05 -2.56991e-06 8.45049e-07 -6.66874e-08 -9.45059e-07 -4.33008e-05 2.6742e-07 1.11543e-06 -2.95198e-07 -2.40114e-05 -0.000140729 1.37154e-05 8.25714e-05 -4.36645e-05 2.36475e-06 1.82994e-05 6.233e-07
internal_weight=0 3100 48 3052 3032 3012 2991 2964 159 2805 2779 40 139 101 80 2739 2719 2696 56 2663 2635 2598 262 64 198 90 108 2336 80 2299
internal_count=3121 3100 48 3052 3032 3012 2991 2964 159 2805 2779 40 139 101 80 2739 2719 2696 56 2663 2635 2598 262 64 198 90 108 2336 80 2299
is_linear=0
shrinkage=0.1


Tree=3248
num_leaves=31
num_cat=0
split_feature=1365 1365 1375 1 1375 0 11 51 48 0 14 52 160 12 0 0 15 40 120 1 15 1 3 1 13 156 0 4 13 43
split_gain=1.17663e-05 1.75387e-05 1.4214e-05 3.45684e-05 3.17633e-05 1.21995e-05 6.40249e-05 4.66982e-05 7.96986e-05 9.77882e-05 5.61229e-05 4.187e-05 6.61308e-05 2.13613e-05 5.33952e-05 2.75988e-05 1.77944e-05 4.82508e-05 1.94487e-05 1.73937e-05 6.31061e-05 4.88704e-05 2.39924e-05 3.96659e-05 4.15754e-05 3.83223e-05 3.39448e-05 3.70425e-05 2.97167e-05 6.65468e-05
threshold=0.088010000000000019 0.085130000000000025 0.089070000000000024 0.088875000000000023 0.084795000000000023 -0.14794999999999997 -0.072629999999999986 -0.10316499999999999 -0.072824999999999987 -0.24955499999999997 -1.0000000180025095e-35 -0.080979999999999983 0.096485000000000015 0.089300000000000004 -0.15350499999999997 -0.20211999999999997 -0.56020999999999987 -0.24290999999999999 0.073910000000000017 0.13686500000000004 -0.43375999999999998 0.13471500000000003 0.11658 0.12811000000000003 -0.15416999999999995 0.3248100000000001 -0.075684999999999988 0.0045450000000000013 0.096675000000000011 -0.097804999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 -7 -1 -9 -10 -11 -12 13 14 15 -13 -8 -18 19 21 -21 22 23 24 -19 28 27 -24 -26 -30
right_child=-2 -3 3 -5 -6 6 16 8 9 10 11 12 -14 -15 -16 -17 17 18 -20 20 -22 -23 26 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00011085952806752175 6.2324849707996084e-05 -9.1681820196667804e-05 4.2253614880055905e-05 -0.00012881441828001161 0.00011312628764426336 -0.00018038440840427938 7.9972843330459136e-05 -0.00011818263573654658 0.00025311164420352064 0.00017854010103569043 -8.5555846703105743e-05 -4.8775155300972989e-05 0.00017757436683125518 8.8959685803047259e-05 -0.00013901479612216534 7.8798398554195167e-05 -0.00015635900650522671 -0.00014489115026663057 7.9609191937682534e-05 -0.00016123034699464165 6.8323539653647457e-06 0.00014544507215285432 -9.0178634061224087e-05 -0.00012320907294957175 -2.3673659156055546e-06 -0.00013146965185032141 0.00014198426587037311 9.5500503864189213e-05 2.6751200906195058e-06 0.0001304241354253983
leaf_weight=25 30 21 21 27 25 20 27 31 22 23 35 28 27 24 26 43 20 20 30 31 80 23 22 27 2136 22 28 21 150 56
leaf_count=25 30 21 21 27 25 20 27 31 22 23 35 28 27 24 26 43 20 20 30 31 80 23 22 27 2136 22 28 21 150 56
internal_value=0 -6.04899e-07 1.81024e-08 -5.39722e-05 8.75658e-07 -6.07005e-08 -2.12495e-06 1.96586e-05 3.22569e-05 5.27114e-05 3.13095e-05 1.28051e-05 3.60661e-05 4.48987e-06 -1.64099e-05 2.84877e-05 -8.01072e-07 -1.61911e-06 -4.49499e-07 -1.3676e-06 -4.01041e-05 3.48863e-07 -9.95703e-07 -2.6829e-06 -1.31788e-06 -1.03218e-07 5.62977e-05 5.01875e-07 1.1308e-06 3.7403e-05
internal_weight=0 3091 3070 48 3022 2997 2713 284 259 228 206 183 148 121 97 71 2693 2666 2646 2616 111 2505 2482 2411 2384 2364 71 43 2342 206
internal_count=3121 3091 3070 48 3022 2997 2713 284 259 228 206 183 148 121 97 71 2693 2666 2646 2616 111 2505 2482 2411 2384 2364 71 43 2342 206
is_linear=0
shrinkage=0.1


Tree=3249
num_leaves=31
num_cat=0
split_feature=484 1451 1420 157 1452 482 1456 482 482 1 482 12 482 52 52 12 1210 0 1 160 2 4 12 12 12 12 13 12 12 1447
split_gain=1.13851e-05 2.13608e-05 1.88432e-05 3.45794e-05 1.57437e-05 1.69437e-05 8.23659e-05 1.4543e-05 2.2227e-05 9.20773e-05 6.19093e-05 8.89407e-05 5.33062e-05 1.54865e-05 0.000135594 4.51945e-05 9.8238e-05 8.80409e-05 7.6249e-05 7.54852e-05 6.20214e-05 4.05962e-05 5.65593e-05 5.05514e-05 7.21335e-05 5.53958e-05 8.24052e-05 4.87137e-05 7.5526e-05 3.09242e-05
threshold=-0.52850499999999989 0.088880000000000015 0.056520000000000008 0.63397500000000007 -0.073879999999999987 0.11614500000000001 -0.045159999999999999 0.10667500000000001 0.098465000000000011 0.16540500000000002 0.089745000000000005 0.08493500000000001 0.087870000000000018 0.096795000000000006 0.10160000000000001 0.086655000000000024 -0.05860499999999999 1.0000000180025095e-35 0.099660000000000012 -1.0000000180025095e-35 0.11682500000000001 -0.080584999999999976 0.087995000000000004 0.089005000000000015 0.090165000000000009 0.091715000000000005 -0.078944999999999987 0.093765000000000015 0.096210000000000004 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 9 10 12 -12 13 29 -15 18 -17 21 19 -16 -20 -18 -23 -24 -25 -26 -27 -28 -29 -6
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 11 -13 -14 14 15 16 17 -19 20 -21 -22 22 23 24 25 26 27 28 -30 -31
leaf_value=-7.5206991623417708e-05 8.5706662225891795e-05 8.176462831670506e-05 -9.4763572338879822e-05 0.00013134618406184019 6.4502428915894162e-05 6.9271328737324276e-05 -0.00021112484319019131 7.4173887361002233e-05 -9.4834717689082026e-05 0.00019094872564528488 -9.4311785179503645e-06 -0.00027519307674083392 0.00015528164367424325 -0.00022282302529977945 -4.8662499131751246e-05 0.00020326696416864601 -0.00013176925972927095 0.00020433658153706349 0.00017541194101795555 -0.00024365528934814159 -3.5569071157002136e-05 0.00014907430642937392 -0.00013432729751765429 0.00017834399905474304 -0.00014691827169112262 0.00014953326569155934 -0.00016494941724390214 0.00016907599610498265 -4.009121680000951e-05 4.2859912111826999e-07
leaf_weight=20 21 32 21 20 78 22 20 26 25 25 34 20 22 30 75 26 26 20 22 27 38 23 31 21 28 32 22 21 97 2196
leaf_count=20 21 32 21 20 78 22 20 26 25 25 34 20 22 30 75 26 26 20 22 27 38 23 31 21 28 32 22 21 97 2196
internal_value=0 4.85052e-07 -3.62438e-07 2.87964e-07 -5.77678e-07 -1.18026e-06 -6.42507e-05 -2.86854e-07 -9.45574e-07 -1.40074e-07 -1.79366e-06 -0.000107862 2.26677e-07 -9.85982e-07 -1.62263e-05 -4.04965e-06 1.63103e-05 1.16739e-06 -4.76601e-05 -0.000100278 4.17906e-05 -1.23322e-05 -1.04e-06 -1.47409e-05 2.03365e-06 -1.64789e-05 4.75538e-06 -2.83367e-05 -2.86654e-06 2.62638e-06
internal_weight=0 3101 3069 3048 3028 3007 42 2965 2939 2914 2889 54 2835 2813 539 509 347 321 162 102 60 301 275 252 221 200 172 140 118 2274
internal_count=3121 3101 3069 3048 3028 3007 42 2965 2939 2914 2889 54 2835 2813 539 509 347 321 162 102 60 301 275 252 221 200 172 140 118 2274
is_linear=0
shrinkage=0.1


Tree=3250
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 1429 471 11 155 475 475 475 1426 52 16 16 133 3 52 4 3 0 130 156 4 2 4 50 48 43 1452
split_gain=1.05529e-05 0.000312753 0.000166628 3.54446e-05 1.02427e-05 2.2261e-05 1.09646e-05 3.83591e-05 2.648e-05 1.35093e-05 3.6699e-05 4.26793e-05 1.70353e-05 1.86163e-05 3.85243e-05 7.43022e-05 0.000131201 2.93409e-05 2.82195e-05 4.64096e-05 2.67817e-05 7.15546e-05 5.8774e-05 5.9168e-05 4.67373e-05 5.52496e-05 4.18375e-05 2.75261e-05 3.14767e-05 2.48795e-05
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.088730000000000017 0.12521000000000002 -0.085064999999999988 0.090070000000000025 0.11332500000000002 0.10142500000000002 0.062280000000000009 0.016915000000000003 -0.082379999999999995 -0.56368999999999991 0.071345000000000006 0.22339500000000004 0.017095000000000003 -0.075944999999999985 -0.0080349999999999987 -0.17966999999999997 -0.014944999999999998 -0.069444999999999993 0.09567500000000001 0.092385000000000009 -0.50690499999999983 0.10981000000000002 -0.0016099999999999997 -0.23771499999999998 0.088965000000000002 -0.077604999999999993 -0.073879999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 8 -8 9 10 11 -7 -13 18 15 16 -15 -17 19 -14 24 22 23 -22 25 -16 -25 28 -28 -20
right_child=2 -3 4 -5 -6 6 7 -9 -10 -11 -12 12 13 14 20 17 -18 -19 29 -21 21 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-4.5095648920580498e-06 -0.00027576157702820968 0.00037876952061527517 -9.2110928800628663e-05 -0.00014495455405267422 7.1811529051046821e-05 0.00013984850527115421 -4.8403470651437743e-07 0.00015732851104985457 -9.701461260972013e-05 7.7047312705595368e-05 -0.0001285467336525802 6.5592488569494043e-05 0.00018145615992936023 7.3733706206742985e-06 4.5679077507496705e-05 -4.6482368452416269e-05 -0.00031686264513924612 0.00010315621744666714 0.00011184612579199893 -8.7578332223247031e-06 0.00018470613460522148 -0.00019963785529225357 -0.0001309485352851033 8.4064859523399124e-05 0.00014058298216813484 -0.00013917420606462242 -0.00018351035347829265 4.2744824994852851e-05 -1.7439331277273595e-05 -2.0627313863670173e-07
leaf_weight=177 22 22 26 20 20 22 67 20 28 23 22 39 23 24 61 38 26 20 20 29 20 21 29 36 31 22 21 22 25 2145
leaf_count=177 22 22 26 20 20 22 67 20 28 23 22 39 23 24 61 38 26 20 20 29 20 21 29 36 31 22 21 22 25 2145
internal_value=0 2.11673e-05 -1.59739e-06 -1.87679e-05 4.96918e-07 -1.78578e-09 8.43252e-07 3.57947e-05 -2.63692e-07 7.32639e-07 8.15868e-08 1.13986e-06 -1.08149e-08 -9.89969e-07 -2.09615e-05 -7.18951e-05 -0.000161229 5.11714e-06 2.57735e-06 7.53753e-05 -1.86144e-06 -2.65446e-05 -2.7867e-06 2.71866e-05 3.58128e-05 -3.31818e-06 -3.10557e-06 -4.92546e-05 -9.32544e-05 8.28853e-07
internal_weight=0 219 2902 197 2880 2860 2834 87 2747 2719 2696 2674 2652 2613 396 108 50 58 2217 52 288 174 153 124 114 83 104 68 46 2165
internal_count=3121 219 2902 197 2880 2860 2834 87 2747 2719 2696 2674 2652 2613 396 108 50 58 2217 52 288 174 153 124 114 83 104 68 46 2165
is_linear=0
shrinkage=0.1


Tree=3251
num_leaves=31
num_cat=0
split_feature=132 1185 1203 131 131 47 47 47 9 9 0 15 0 1 151 48 43 4 1 1 131 51 4 4 0 0 50 50 13 2
split_gain=1.14779e-05 7.76242e-05 3.47909e-05 1.03235e-05 1.20793e-05 1.24204e-05 0.000152437 7.52468e-05 2.10541e-05 8.89567e-05 4.47365e-05 2.07894e-05 6.36335e-05 3.84695e-05 8.54186e-05 7.1487e-05 2.26764e-05 2.46488e-05 2.02856e-05 2.23037e-05 1.82232e-05 1.76265e-05 3.99832e-05 9.90759e-05 4.55494e-05 7.72136e-05 4.85745e-05 3.62731e-05 3.25167e-05 4.14315e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.13602500000000003 0.12681500000000004 0.092165000000000011 0.096770000000000009 0.089785000000000018 0.092235000000000011 0.086220000000000005 1.0000000180025095e-35 -0.11345499999999999 -0.097274999999999986 0.10060500000000001 -0.075199999999999989 0.11454000000000002 -0.078139999999999973 -0.033174999999999989 0.11751000000000002 0.13210500000000003 0.11684000000000001 0.094075000000000006 0.033845000000000007 0.0045450000000000013 -0.083804999999999977 -0.07847999999999998 0.08461500000000001 0.11198000000000001 0.095120000000000024 0.095040000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -7 8 9 20 -10 13 -13 14 -8 -15 17 -14 -18 -20 21 -3 23 24 26 -26 -23 -28 29 -27
right_child=1 3 -4 -5 -6 6 11 -9 10 -11 -12 12 16 15 -16 -17 18 -19 19 -21 -22 22 -24 -25 25 28 27 -29 -30 -31
leaf_value=-7.183861144790754e-06 0.00019324048231023232 -3.6276306196323042e-06 -0.00012830232617152095 5.4259175210193329e-05 -7.7825543266953905e-05 -0.00022185453111005977 2.8355700530536363e-05 0.00019097106830616082 -0.00015693452913183138 0.00021219204034423459 3.8588775880105624e-05 0.00019238059287003819 2.3567008368748552e-05 0.00016213550360407683 -0.0002052632697400284 -5.7983264721567851e-05 9.7469102114921429e-05 -0.00011831276975863148 -8.4241861343343772e-05 5.8744241126381291e-05 6.9134233337153045e-05 -0.00017052792505377771 -0.00010467768336390939 0.00022878533593863418 0.00021669463621947217 -6.4092687997882347e-05 7.2219863810656733e-05 -6.5998644398253725e-05 -9.4235524353453433e-05 0.00010335732957173605
leaf_weight=195 21 2138 27 35 20 33 34 21 25 20 22 21 24 25 29 36 33 25 20 24 38 21 22 24 24 22 37 39 21 45
leaf_count=195 21 2138 27 35 20 33 34 21 25 20 22 21 24 25 29 36 33 25 20 24 38 21 22 24 24 22 37 39 21 45
internal_value=0 1.67817e-06 -2.19145e-05 2.80386e-07 -3.84143e-07 1.64503e-07 -1.89292e-05 2.46878e-06 8.84093e-07 2.1554e-06 -6.5413e-05 5.78131e-06 3.12196e-05 -2.43754e-05 -7.91832e-05 3.22293e-05 4.35948e-06 -4.88206e-05 3.82014e-05 -6.24944e-06 4.2741e-07 -6.63631e-07 2.41875e-05 3.6355e-05 1.42577e-05 5.77033e-05 -3.59062e-05 1.29195e-06 1.4342e-05 4.83737e-05
internal_weight=0 2899 222 2878 2843 2823 304 2519 2498 2451 47 271 147 124 63 61 126 49 77 44 2431 2393 255 233 209 112 97 76 88 67
internal_count=3121 2899 222 2878 2843 2823 304 2519 2498 2451 47 271 147 124 63 61 126 49 77 44 2431 2393 255 233 209 112 97 76 88 67
is_linear=0
shrinkage=0.1


Tree=3252
num_leaves=31
num_cat=0
split_feature=132 15 393 1186 448 0 48 1426 52 156 156 11 0 1371 1374 1375 52 1375 150 149 150 97 34 33 9 160 13 12 3 0
split_gain=1.05924e-05 0.000306639 0.000159373 6.28508e-05 1.00616e-05 4.01419e-05 1.42905e-05 1.64013e-05 4.45664e-05 2.05548e-05 6.68707e-05 5.28392e-05 5.15001e-05 4.43947e-05 8.59683e-05 2.35619e-05 3.36858e-05 2.44996e-05 3.67893e-05 3.49312e-05 3.05417e-05 5.77921e-05 6.73992e-05 8.67441e-05 6.79246e-05 4.25434e-05 3.81158e-05 3.28286e-05 3.05693e-05 6.33038e-05
threshold=-0.083284999999999984 0.091915000000000011 0.12679500000000002 0.0044650000000000011 0.068920000000000023 -0.26609999999999995 -0.11278499999999998 -0.052649999999999995 -0.53299999999999992 0.087720000000000006 0.087380000000000013 0.088215000000000002 0.048635000000000005 0.084775000000000017 0.088035000000000016 0.08517000000000001 -0.0027449999999999996 -0.13067499999999996 0.12155000000000001 0.081720000000000015 0.085395000000000013 -0.084639999999999979 -0.057544999999999992 0.082285000000000011 0.091905000000000014 0.090980000000000019 0.030370000000000005 -0.082514999999999991 -0.081734999999999988 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -2 -7 8 -8 10 13 12 -11 14 15 17 -17 -9 19 20 21 -19 23 -23 28 26 27 -22 -24 -30
right_child=2 -3 -4 -5 -6 6 7 9 -10 11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 25 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.2842305159344488e-06 0.00013540449568112805 0.00034359867551337145 -0.00028291368776990568 -0.00018554106673469679 -7.0329721625057571e-05 6.5226183461632132e-05 -0.00013503881449240349 -7.9027294216361141e-05 4.2491888374430494e-05 2.5490841061770286e-05 -0.00015656003524782138 0.00016100814679633076 -0.00012498743325704709 -0.0001393987134139499 0.00016048624216416626 -0.00012483691628833389 3.009269293334396e-05 -0.00016685121693496644 0.0001359377516200766 -0.00011128668536132733 -4.513472504913807e-05 0.00025049765032842211 1.2419556052895254e-05 -3.1487070591538215e-05 -0.00015213288323138842 0.00017866097240628386 -0.00010149594112590422 9.0609011520779948e-05 -8.0530472459527121e-06 -0.00015312791733923669
leaf_weight=172 22 26 20 21 20 33 31 39 26 252 28 26 25 23 33 36 23 21 20 28 25 24 952 20 30 21 20 62 1011 31
leaf_count=172 22 26 20 21 20 33 31 39 26 252 28 26 25 23 33 36 23 21 20 28 25 24 952 20 30 21 20 62 1011 31
internal_value=0 2.12069e-05 -1.60039e-06 -2.22241e-05 3.51821e-07 8.45752e-07 -1.96605e-07 -9.65736e-07 -5.40599e-05 1.34761e-07 -2.90749e-06 2.47037e-05 1.19098e-05 -1.12896e-06 1.98341e-07 -2.04013e-06 -6.44406e-05 -4.42198e-07 9.10923e-07 -2.91988e-07 1.10984e-06 -1.79552e-06 -1.19421e-07 0.000122323 -2.78121e-06 4.85262e-05 2.29857e-05 5.16022e-05 -5.34192e-07 -1.23691e-05
internal_weight=0 219 2902 193 2882 2862 2840 2807 57 2750 2447 303 277 2419 2396 2363 59 2304 2265 2245 2217 2089 2068 44 2024 128 107 87 1994 1042
internal_count=3121 219 2902 193 2882 2862 2840 2807 57 2750 2447 303 277 2419 2396 2363 59 2304 2265 2245 2217 2089 2068 44 2024 128 107 87 1994 1042
is_linear=0
shrinkage=0.1


Tree=3253
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 393 484 1451 474 1 51 154 474 472 471 156 474 1427 471 156 13 474 474 474 475 475 12 474 157 1 120
split_gain=1.11216e-05 7.13673e-05 3.74588e-05 2.12643e-05 1.20915e-05 9.7624e-06 1.61506e-05 1.3211e-05 6.16525e-05 7.91172e-05 2.07158e-05 3.20399e-05 4.09233e-05 2.01679e-05 1.74466e-05 1.68083e-05 2.82679e-05 3.42676e-05 2.28568e-05 2.14021e-05 1.91008e-05 3.78548e-05 3.46874e-05 0.000139326 2.26215e-05 0.000164985 6.92532e-05 9.89925e-05 1.6492e-05 4.24059e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.10277000000000001 -0.52850499999999989 0.088880000000000015 0.10401500000000001 0.10205500000000002 -0.020969999999999996 0.084190000000000001 -0.26322499999999993 -0.15279499999999999 0.088635000000000005 0.12734000000000004 0.097005000000000022 0.089335000000000012 0.060090000000000011 0.10788500000000002 -0.066634999999999986 0.088710000000000011 0.090440000000000006 0.085860000000000006 -0.082824999999999982 -0.085774999999999976 0.083715000000000026 0.083685000000000023 -0.086844999999999992 0.16540500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -3 7 10 9 -9 11 -7 -13 14 15 16 17 18 20 -20 22 -22 24 -24 25 -14 28 -28 29 -26
right_child=1 5 -4 -5 -6 6 -8 8 -10 -11 -12 12 13 -15 -16 -17 -18 -19 19 -21 21 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-6.5024046440764016e-06 0.00018533161408933147 -6.9310728340497003e-05 -0.00013688069482304855 -0.00010205132881916751 6.7367068214270354e-05 -9.8976208730050533e-05 7.144274916299764e-05 -1.5153325748050938e-05 6.53862742991704e-05 -0.00026201694727205903 0.00010019898773385822 0.00014419124192500022 9.3681808996762185e-05 7.2939549404269963e-05 -8.357710033305922e-05 -8.8739919166463163e-05 0.00010910992186836667 -0.00012143705142712545 0.00014192722248315644 1.0125099665206759e-05 0.00012876966329713468 -3.7370179067390083e-05 3.4531643292499021e-05 -0.00029154817828384698 2.4503526076000877e-07 -0.00023325386840763806 0.0002906999173865188 -5.2228760278712106e-06 8.1949637903259523e-05 -0.00011753395172549532
leaf_weight=150 21 20 25 21 26 32 32 37 36 20 21 20 33 38 25 21 24 23 22 28 32 24 38 20 2202 29 20 26 24 31
leaf_count=150 21 20 25 21 26 32 32 37 36 20 21 20 33 38 25 21 24 23 22 28 32 24 38 20 2202 29 20 26 24 31
internal_value=0 1.65193e-06 -2.15717e-05 -6.93855e-06 4.41013e-06 3.11664e-07 7.98874e-07 -1.05633e-09 -3.70657e-05 -0.000101772 1.2602e-06 4.94079e-07 1.68178e-06 6.10284e-07 -4.37966e-07 3.62372e-07 1.08875e-06 7.28765e-08 1.17795e-06 6.8118e-05 -1.72194e-07 5.75669e-05 -1.50665e-06 -7.79097e-05 3.67081e-07 -5.92397e-05 1.97178e-06 0.000123439 -5.03852e-07 -1.39005e-06
internal_weight=0 2899 222 197 176 2878 2858 2826 93 57 2733 2712 2680 2660 2622 2597 2576 2552 2529 50 2479 56 2423 58 2365 62 2303 46 2257 2233
internal_count=3121 2899 222 197 176 2878 2858 2826 93 57 2733 2712 2680 2660 2622 2597 2576 2552 2529 50 2479 56 2423 58 2365 62 2303 46 2257 2233
is_linear=0
shrinkage=0.1


Tree=3254
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1208 1208 1209 3 403 0 1209 401 0 133 4 403 401 401 128 128 42 12 3 13 52 128 12 483 2 2
split_gain=1.06396e-05 0.000300709 0.000160993 5.95916e-05 9.30694e-06 2.683e-05 1.93343e-05 0.000121281 1.86983e-05 0.000173839 1.97184e-05 1.7428e-05 7.92264e-05 4.62167e-05 4.11487e-05 1.4964e-05 1.70772e-05 1.83551e-05 1.41451e-05 1.39586e-05 1.61613e-05 5.67471e-05 8.66e-05 0.000202294 4.82529e-05 3.99741e-05 3.87332e-05 2.93122e-05 2.09972e-05 9.0649e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11846000000000001 0.10383000000000002 -0.087714999999999987 -0.082334999999999978 -0.52800499999999995 -0.086234999999999992 -0.069599999999999981 -1.0000000180025095e-35 -0.072594999999999979 0.50628500000000021 -0.077679999999999985 -0.41534499999999991 0.13522500000000001 0.11916500000000001 0.11876500000000001 0.10828500000000001 -0.095859999999999987 0.089210000000000025 -0.094874999999999987 0.10591500000000001 0.086965000000000015 0.082695000000000005 0.084795000000000023 -0.47356499999999996 0.085155000000000022 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 -4 9 -8 -10 12 14 15 -12 -13 17 18 19 20 21 24 23 -23 26 27 -17 -22 29 -29
right_child=2 -3 4 -5 -6 -7 8 -9 10 -11 11 13 -14 -15 -16 16 -18 -19 -20 -21 25 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=1.4816508559142881e-06 -0.00027109252411967394 0.00038106509434458405 0.00024412860899853208 -0.00018057222936477049 6.2467371511350705e-05 -9.1118218699648429e-05 0.00013173948578436726 -7.629556025171446e-05 9.5415934364692396e-05 -0.00020255589982428191 -3.8617147356490027e-05 -8.1871366637642503e-05 -0.00016827625571522731 0.00011593971268406938 0.00014423073698708322 -5.7950034382277718e-06 9.076248915378182e-05 -9.5208834100048999e-05 8.2699262968942238e-05 -7.7260498643306132e-05 -0.00011462900990657297 0.0003957548501520333 -5.9697202297164563e-05 1.8229848319606389e-05 0.00010875699386122592 -0.00011596524627141966 -0.00015559705051210976 -3.3734783523599065e-07 -5.2472352631824247e-06 9.6017188481445741e-05
leaf_weight=178 22 21 21 20 24 32 28 27 22 35 32 22 32 35 20 45 21 20 21 23 22 22 28 40 21 30 28 590 1522 117
leaf_count=178 22 21 21 20 24 32 28 27 22 35 32 22 32 35 20 45 21 20 21 23 22 22 28 40 21 30 28 590 1522 117
internal_value=0 2.12541e-05 -1.60394e-06 -1.69076e-05 4.54653e-07 -6.64625e-08 9.65285e-07 6.389e-05 -1.2275e-07 -5.39802e-05 1.1279e-06 3.57059e-07 -4.44759e-05 1.80162e-06 3.1709e-05 2.48418e-07 9.56902e-07 2.11185e-07 9.71807e-07 2.81986e-07 1.00551e-06 2.95146e-05 8.62698e-05 0.00015219 -2.48255e-05 -1.29422e-06 -6.32533e-05 2.3405e-07 1.36774e-06 1.56082e-05
internal_weight=0 219 2902 198 2880 2856 2824 48 2776 63 2713 2691 84 2607 52 2572 2550 2529 2509 2488 2465 184 90 62 94 2281 73 2251 2229 707
internal_count=3121 219 2902 198 2880 2856 2824 48 2776 63 2713 2691 84 2607 52 2572 2550 2529 2509 2488 2465 184 90 62 94 2281 73 2251 2229 707
is_linear=0
shrinkage=0.1


Tree=3255
num_leaves=31
num_cat=0
split_feature=1211 43 401 402 1210 1204 132 1211 15 393 50 47 132 2 403 133 1208 1208 1209 1209 0 403 0 1209 401 12 13 52 12 13
split_gain=1.18784e-05 2.82695e-05 2.26481e-05 4.12949e-05 2.59918e-05 1.87347e-05 1.85997e-05 0.000476419 0.000371676 4.67312e-05 4.24519e-05 1.19974e-05 2.45687e-05 3.76461e-05 2.36927e-05 1.14281e-05 1.1148e-05 3.42277e-05 1.67089e-05 1.1649e-05 8.6566e-05 2.2001e-05 0.000231345 1.89336e-05 2.01594e-05 1.69096e-05 4.88259e-05 0.000110117 0.000109578 0.000108605
threshold=0.11716500000000001 0.062770000000000006 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.058775000000000008 -0.083284999999999984 0.10678000000000001 0.091915000000000011 0.12069000000000002 0.09227500000000001 0.085770000000000027 -0.41094499999999995 0.10381000000000001 -0.073679999999999982 -0.51151499999999983 0.10837500000000001 0.098655000000000007 0.10272000000000002 -0.087714999999999987 -0.082724999999999979 -0.52800499999999995 -0.086234999999999992 -0.067109999999999989 -0.099524999999999988 0.10866500000000003 0.24813000000000004 0.12445000000000002 0.12757000000000002 0.016935000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 8 9 10 15 11 12 -5 14 -14 -8 17 18 19 20 -17 22 -21 -23 -25 -26 27 28 -27 -30
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 21 -22 23 -24 24 25 26 -28 -29 29 -31
leaf_value=-9.1994011179647513e-05 0.00010379395814445822 -4.6875343323335982e-05 0.00011299814945004983 0.00011323333015752723 -0.00011482316171168351 -9.4562833570914029e-05 6.403287209520516e-05 -0.00048822061260580087 0.00039897399419714931 0.00015022399969720504 -0.00014097571594174951 -6.70982052131718e-05 -9.5705934150968326e-06 -0.00012430709321051837 0.00010669195421542099 -7.9792957452203469e-05 6.9138251291920108e-05 -0.00011966509309786489 8.0067428419939611e-05 0.00013350198233428483 0.00019821975351446569 9.2262873592765325e-05 -0.00030710627695291559 -9.2123228796481271e-05 -2.1006758889571085e-06 0.00011386496876689813 -0.00010830387334516715 0.00026543334346830044 4.172714587704312e-05 -0.00025154264243927013
leaf_weight=27 33 20 32 20 20 21 28 20 24 21 25 23 65 22 24 24 23 24 26 26 21 22 22 24 2337 54 21 21 28 23
leaf_count=27 33 20 32 20 20 21 28 20 24 21 25 23 65 22 24 24 23 24 26 26 21 22 22 24 2337 54 21 21 28 23
internal_value=0 4.69376e-05 -8.10852e-07 -1.26801e-09 -1.20299e-06 -4.42735e-07 2.2321e-07 -1.92176e-06 2.94392e-05 1.6214e-06 -2.01074e-05 -4.85908e-07 1.12094e-05 -7.17331e-06 2.17811e-05 4.75786e-07 -1.84302e-07 -7.80793e-07 2.96302e-07 -4.94415e-07 4.99463e-05 -1.37488e-06 -6.84435e-05 -1.0243e-07 -9.12652e-07 -3.13901e-08 3.2866e-05 5.63943e-05 1.45865e-05 -9.05318e-05
internal_weight=0 53 3068 3041 3009 2989 2968 2765 203 2745 179 154 131 111 89 2724 2696 2673 2649 2623 45 2578 48 2530 2508 2484 147 126 105 51
internal_count=3121 53 3068 3041 3009 2989 2968 2765 203 2745 179 154 131 111 89 2724 2696 2673 2649 2623 45 2578 48 2530 2508 2484 147 126 105 51
is_linear=0
shrinkage=0.1


Tree=3256
num_leaves=31
num_cat=0
split_feature=1211 4 12 1203 1204 1186 12 401 15 402 42 2 2 15 42 42 402 1213 1213 16 403 374 390 12 403 403 12 403 133 131
split_gain=1.49079e-05 8.89417e-05 3.89346e-05 2.53709e-05 8.24288e-05 2.23357e-05 2.00054e-05 1.50772e-05 3.90772e-05 3.32776e-05 1.4389e-05 2.83757e-05 8.31515e-05 4.97755e-05 2.19702e-05 2.35893e-05 2.80249e-05 0.000115338 2.06424e-05 1.93692e-05 1.60274e-05 1.23228e-05 1.24555e-05 2.91201e-05 1.21206e-05 1.33003e-05 3.17643e-05 1.91241e-05 1.71761e-05 1.92731e-05
threshold=0.11048500000000001 -0.080584999999999976 0.095175000000000023 0.088820000000000024 -0.080654999999999991 -0.092084999999999986 0.09320500000000001 -0.06959499999999999 0.095175000000000023 -0.43418999999999991 0.120215 0.09358000000000001 0.13754500000000003 0.090455000000000021 0.11747 0.11551500000000002 0.13775000000000001 -0.083944999999999978 0.13636500000000004 -0.08231999999999999 -0.55157999999999985 0.092550000000000007 0.087590000000000015 0.088485000000000022 -0.52641999999999989 -0.14669999999999997 0.086915000000000006 -0.11087499999999999 0.12599500000000005 0.11863000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1 -6 8 -7 -9 14 13 -13 -12 15 16 18 -18 20 -14 -11 22 24 -24 -22 26 -26 -27 29 -29
right_child=1 2 -4 4 6 7 -8 9 -10 10 11 12 19 -15 -16 -17 17 -19 -20 -21 21 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=7.7454276276045207e-05 0.00022534428509970894 -0.00012035145026975838 4.4494034227682278e-05 -0.00022614397118256118 -4.4878418360055481e-05 -1.8711332825572052e-05 8.8151896516706077e-05 -0.00011218921486202076 0.00015796281874091143 -7.9910838282488007e-05 7.8596581824101692e-05 0.00021952136822073955 7.0548076924058556e-05 -0.00013664244414196054 -9.7384761526579197e-05 8.689774656280255e-05 0.00010320347375454732 -0.00021363534205765639 8.7756530543769119e-05 -5.4671012549079023e-05 5.8592097138898681e-05 7.528758758001329e-05 -3.9419763897967644e-05 0.0001224694880656898 -0.00014581263603758999 9.2972800346268782e-05 -3.6379002664365217e-06 -1.2634152566051454e-06 -9.5157727955665918e-05 -9.9846483644796527e-05
leaf_weight=37 20 23 38 21 26 31 20 27 21 26 21 25 21 22 24 30 20 27 26 30 32 21 20 25 22 21 55 2349 20 20
leaf_count=37 20 23 38 21 26 31 20 27 21 26 21 25 21 22 24 30 20 27 26 30 32 21 20 25 22 21 55 2349 20 20
internal_value=0 4.23404e-05 -1.76608e-05 -1.12816e-06 -6.19825e-05 2.43264e-07 1.29608e-05 -7.29763e-07 5.26378e-05 -1.69201e-06 -6.47757e-07 3.33933e-05 7.01239e-05 -3.15257e-05 -2.12726e-06 -1.2849e-06 -2.27055e-06 -7.88103e-05 -9.06357e-07 -3.11021e-06 -1.78925e-06 -1.0035e-06 -1.62835e-06 5.05187e-05 -2.55992e-06 -3.34676e-06 -4.42593e-05 -2.03959e-06 -2.87478e-06 -2.09569e-06
internal_weight=0 81 61 3040 67 2973 46 2936 52 2884 2857 119 76 43 2738 2714 2684 47 2637 51 2611 2585 2564 45 2519 2487 77 2410 2389 2369
internal_count=3121 81 61 3040 67 2973 46 2936 52 2884 2857 119 76 43 2738 2714 2684 47 2637 51 2611 2585 2564 45 2519 2487 77 2410 2389 2369
is_linear=0
shrinkage=0.1


Tree=3257
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 52 1213 130 3 132 401 401 1209 402 1209 2 1210 0 43 1210 1210 0 1212 12 15 16 43 16 13 13 41
split_gain=1.24143e-05 6.84119e-05 5.14037e-05 1.77886e-05 1.55833e-05 1.17456e-05 1.03706e-05 1.73121e-05 2.25535e-05 1.03658e-05 4.06048e-05 3.3203e-05 0.000119586 5.50998e-05 3.30029e-05 1.6394e-05 4.46745e-05 2.46872e-05 0.000114305 6.87302e-05 5.25317e-05 4.12309e-05 3.89564e-05 8.04319e-05 5.7648e-05 4.34858e-05 7.77771e-05 3.99947e-05 3.76345e-05 2.16026e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.092320000000000013 0.51370000000000016 0.10923000000000001 -0.080104999999999996 -0.10397999999999998 0.12006000000000001 0.11444000000000001 -0.084519999999999984 -0.0078149999999999973 -0.067109999999999989 0.093680000000000013 0.0028200000000000005 -0.069954999999999976 0.0034250000000000005 -1.0000000180025095e-35 -0.13847499999999999 -0.13843999999999998 0.11796000000000001 0.087765000000000024 0.085035000000000013 0.042200000000000008 0.10366000000000002 -0.087659999999999988 -0.017449999999999997 -0.066634999999999986 0.088180000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 9 7 8 -1 10 11 12 -3 -13 -11 17 -17 19 -19 -15 -20 22 23 24 27 26 -24 -22 -28 -21
right_child=1 5 -4 -5 -6 -7 -8 -9 -10 14 -12 13 -14 15 -16 16 -18 18 20 29 21 -23 25 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00010214982094475999 0.00018158167561826608 4.2637763075500484e-05 -0.00015786863415269181 -9.2642232370313406e-05 7.3141557082375845e-05 7.6800654460384984e-05 -7.1561659635997125e-05 5.8211926300781422e-05 1.0362666287091411e-05 2.7872889040736483e-05 0.0001276010015862994 0.00015193160755491892 -0.00027100137813249606 0.00015282736334484072 -0.00013065630288717028 -1.0438233748106704e-05 0.00017338837496936322 -0.00024645704606055836 -0.00014811533233464265 1.6566148032121394e-06 3.4778815970639703e-06 -0.00011405199434977539 0.00025100748204314859 -0.00018856129183684691 -0.00013538721640370135 -4.1696514151561519e-06 0.00010479977537479793 0.00016527505979204514 -6.1997056889140367e-05 -7.9853041514373532e-05
leaf_weight=25 21 31 25 21 28 20 22 39 62 29 25 24 20 30 24 39 20 22 26 2214 50 29 23 26 21 95 31 22 24 33
leaf_count=25 21 31 25 21 28 20 22 39 62 29 25 24 20 30 24 39 20 22 26 2214 50 29 23 26 21 95 31 22 24 33
internal_value=0 1.74529e-06 -2.27909e-05 -5.64911e-06 4.73075e-06 4.33069e-07 -8.21184e-06 2.84925e-06 -2.19685e-05 -1.01344e-07 7.26487e-07 -4.14471e-07 -8.0358e-05 1.07953e-06 -4.39139e-05 -2.58902e-07 5.18759e-05 -1.42139e-06 -2.54158e-05 2.46702e-06 -1.14016e-05 -3.28251e-07 1.09662e-05 -3.30738e-05 1.03958e-05 4.12596e-05 9.65902e-05 5.29159e-05 3.20157e-05 4.59544e-07
internal_weight=0 2899 222 197 176 2878 148 126 87 2858 2805 2780 51 2729 53 2705 59 2646 369 2277 347 321 292 119 93 173 78 72 55 2247
internal_count=3121 2899 222 197 176 2878 148 126 87 2858 2805 2780 51 2729 53 2705 59 2646 369 2277 347 321 292 119 93 173 78 72 55 2247
is_linear=0
shrinkage=0.1


Tree=3258
num_leaves=31
num_cat=0
split_feature=1211 50 1203 132 133 1186 133 401 0 133 133 1208 1208 133 403 1213 1210 42 52 401 130 0 133 2 131 131 131 160 4 402
split_gain=1.21595e-05 8.69504e-05 1.92037e-05 7.27278e-05 1.74412e-05 1.59943e-05 1.3875e-05 1.2859e-05 3.85014e-05 2.68789e-05 1.98632e-05 1.67572e-05 3.32377e-05 3.36988e-05 2.67344e-05 2.50988e-05 1.55985e-05 8.01235e-05 0.00010765 8.52653e-05 5.51985e-05 8.80921e-05 2.94086e-05 4.92163e-05 1.74351e-05 3.23268e-05 2.70171e-05 2.1248e-05 3.9666e-05 2.10896e-05
threshold=0.11048500000000001 0.096900000000000014 0.088820000000000024 -0.081684999999999994 -0.0084449999999999994 -0.092084999999999986 -0.011534999999999998 -0.06959499999999999 -0.071924999999999989 0.51114000000000004 0.41892500000000005 0.11332500000000002 0.10233500000000001 0.39371500000000009 -0.5335399999999999 0.23509000000000002 -0.065674999999999983 0.087075000000000014 0.086450000000000013 0.10022000000000002 0.084580000000000016 -0.08317999999999999 0.15630500000000003 0.088665000000000008 0.11863000000000001 0.10441000000000002 0.099565000000000015 -0.072114999999999985 -0.064054999999999987 -0.031734999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 -4 -5 -1 -2 8 -7 10 11 12 13 14 -9 16 17 18 20 -19 21 -16 24 -24 25 26 29 -27 -29 -18
right_child=1 -3 3 4 -6 7 -8 9 -10 -11 -12 -13 -14 -15 15 -17 22 19 -20 -21 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=6.5511818821825139e-05 -6.8073101217371666e-05 0.00020791001555732114 -0.00018900430866051468 9.0860366375030338e-05 -3.8021949737975819e-05 -1.9389671047065351e-05 2.960548217043442e-05 9.3474774233375999e-05 0.00015747859128168785 -8.6221720030644564e-05 9.2117586641309219e-05 -9.0186910799838239e-05 0.00010989164441491961 -0.00010362512011852232 0.00026080882264068351 -0.00011034657287555525 -9.5988600008675587e-05 0.00028238099998402917 -0.00021870966205218189 -2.9076958890073001e-06 -8.9648540354877101e-05 -2.9170323184437373e-05 -0.00018619825214441138 5.5789561884012075e-06 -8.5523872864238612e-05 -1.6048156746819588e-05 -0.00010732076989370399 0.00020819885740777302 2.0007274088129634e-05 2.3064782189513373e-07
leaf_weight=37 33 22 25 21 21 32 26 30 20 37 23 21 27 32 20 21 23 22 21 20 21 22 23 32 24 20 24 21 24 2376
leaf_count=37 33 22 25 21 21 32 26 30 20 37 23 21 27 32 20 21 23 22 21 20 21 22 23 32 24 20 24 21 24 2376
internal_value=0 3.82389e-05 -1.01887e-06 -5.39627e-05 2.64192e-05 1.74285e-07 -2.50283e-05 -6.4911e-07 4.86366e-05 -1.53776e-06 -4.37192e-07 -1.191e-06 -5.24247e-07 -1.59818e-06 -4.08358e-07 -1.44612e-06 -5.96918e-07 3.3755e-05 -2.26321e-05 0.000146529 4.27271e-05 0.000108915 -2.28307e-06 -7.46188e-05 -6.99284e-07 1.18959e-07 -1.74801e-06 6.97137e-05 0.00010783 -6.91838e-07
internal_weight=0 81 3040 67 42 2973 59 2936 52 2884 2847 2824 2803 2776 2744 2714 2693 126 84 42 63 42 2567 55 2512 2488 2423 65 45 2399
internal_count=3121 81 3040 67 42 2973 59 2936 52 2884 2847 2824 2803 2776 2744 2714 2693 126 84 42 63 42 2567 55 2512 2488 2423 65 45 2399
is_linear=0
shrinkage=0.1


Tree=3259
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 400 4 0 16 1213 12 1213 0 402 43 402 1212 1211 43 1213 403 2 1208 402 13 1 43 52 2 4 0
split_gain=1.10681e-05 0.000329946 0.000160731 6.05123e-05 1.12865e-05 1.3264e-05 1.56677e-05 1.31453e-05 1.10131e-05 3.67565e-05 5.81987e-05 3.55554e-05 1.88283e-05 6.99169e-05 2.77432e-05 1.13396e-05 1.5707e-05 2.408e-05 1.25197e-05 1.25959e-05 0.000129127 3.89719e-05 4.46733e-05 1.59482e-05 2.97498e-05 6.3899e-05 4.49475e-05 4.13384e-05 8.06425e-05 2.93967e-05
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.10782000000000001 0.10637500000000001 -0.08095999999999999 -0.081779999999999978 0.12389500000000002 0.095175000000000023 0.50180500000000017 -0.082724999999999979 -0.45015499999999992 0.05259500000000001 -0.41906499999999997 0.11534000000000001 0.087635000000000005 -0.0017249999999999998 0.10210000000000001 -0.54448499999999989 0.083935000000000023 0.10233500000000001 0.13924000000000003 0.11217000000000001 0.13743000000000002 -0.027014999999999997 0.10473500000000001 0.080205000000000012 -0.081224999999999978 0.18019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 -1 12 10 11 -10 13 -4 -14 16 18 -18 19 20 -16 22 23 29 25 26 27 -25 -29 -21
right_child=2 -3 8 -5 -6 -7 -8 -9 9 -11 -12 -13 14 -15 15 -17 17 -19 -20 21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-4.5482183873877173e-06 -0.00027090446369997651 0.00040885608985263394 5.6149482891972496e-05 -0.00018220524914795534 -5.3668172193048972e-05 8.2480875425972053e-05 -7.6756037196901167e-05 7.7689532582343631e-05 -3.1087494060627183e-05 0.00013802010234212505 -0.00014782203226786807 0.00013275324545921412 0.00011777371626521927 -0.00016938417892171337 -0.00022950344953088738 -7.3635992226800664e-05 0.00014008375372213778 -1.3235098543061343e-05 7.8001387155381973e-05 -1.6914947270180999e-06 8.113178524808973e-05 0.00010290926182076671 -0.00012981590385876458 0.00011752600239560707 -7.5976950029144064e-05 0.00020169383983970461 0.00015289427649458091 -0.00014995186677363046 3.8990361882293531e-05 -0.00012345357374215384
leaf_weight=77 22 20 27 20 31 23 22 26 26 25 20 27 20 28 23 21 20 21 20 2303 32 36 27 22 24 22 21 37 58 20
leaf_count=77 22 20 27 20 31 23 22 26 26 25 20 27 20 28 23 21 20 21 20 2303 32 36 27 22 24 22 21 37 58 20
internal_value=0 2.16778e-05 -1.63593e-06 -1.72346e-05 1.19793e-06 1.26902e-05 -1.51342e-07 1.62108e-05 4.20985e-07 3.33686e-05 -2.47093e-06 5.23785e-05 -7.39643e-07 -5.86677e-05 4.28689e-07 -4.38286e-07 1.33997e-07 6.15546e-05 -8.1808e-07 -1.41861e-06 -4.87702e-05 -4.05248e-07 -1.87302e-06 -4.95091e-07 2.78445e-05 4.34177e-05 1.81853e-05 -5.99321e-06 -3.45977e-05 -2.73981e-06
internal_weight=0 219 2902 199 179 148 125 103 2880 98 73 53 2782 55 2727 2707 2686 41 2645 2625 55 2570 2534 2507 184 160 138 117 95 2323
internal_count=3121 219 2902 199 179 148 125 103 2880 98 73 53 2782 55 2727 2707 2686 41 2645 2625 55 2570 2534 2507 184 160 138 117 95 2323
is_linear=0
shrinkage=0.1


Tree=3260
num_leaves=31
num_cat=0
split_feature=1213 43 43 43 1211 43 51 0 43 16 399 132 15 45 11 33 9 0 97 374 49 484 49 156 2 49 43 42 129 15
split_gain=1.23529e-05 1.0199e-05 7.43057e-05 5.46162e-05 5.20135e-05 5.09893e-05 6.7068e-05 0.00013861 3.64351e-05 4.02577e-05 2.30463e-05 7.86861e-05 1.45656e-05 1.62719e-05 6.75236e-05 2.60274e-05 2.05576e-05 3.04172e-05 1.46089e-05 3.23642e-05 1.49725e-05 6.05399e-05 6.56902e-05 5.22716e-05 0.000103086 3.30275e-05 3.14322e-05 3.47175e-05 1.81577e-05 7.37018e-05
threshold=0.51370000000000016 0.060960000000000007 0.055925000000000009 0.05259500000000001 0.11048500000000001 0.066275000000000014 0.035765000000000012 -0.087319999999999995 0.093175000000000022 -0.080789999999999987 0.091255000000000017 -0.083174999999999985 0.23208000000000004 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 -0.046359999999999991 -0.086464999999999986 0.08987500000000001 0.10910000000000002 0.091180000000000011 0.11560500000000001 0.087610000000000007 0.10060500000000001 0.10595500000000001 -0.050459999999999998 0.09796500000000001 0.10311000000000002 0.083490000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 -3 8 -8 9 -7 12 -12 13 14 -1 -16 18 -18 -17 20 25 22 -22 24 -24 28 27 -26 -20 -30
right_child=-2 5 -4 -5 -6 6 7 -9 -10 -11 11 -13 -14 -15 15 16 17 -19 19 -21 21 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.00018398075137156413 7.833817915525287e-05 -0.00015108594817810138 0.00015812791767530143 -0.00016476289893034847 0.00012400241364101769 0.00019678949971594628 -0.00031716989724372979 1.6458593613192947e-05 -1.9964891274867114e-06 5.2858244890044068e-06 -0.00021976112962875051 4.40701594085952e-05 7.6728197513148199e-05 -6.7690626659506442e-05 -0.00010002615056761828 -8.5800612350794839e-05 0.00015944329557896709 -6.0120335983810948e-06 -1.6432671753973872e-06 0.00010889017188067858 -0.00018505305272591268 0.00012835465306786567 -0.00021749917003843519 0.00012573457334794859 -7.0743215772901232e-06 0.00011542033777004689 -6.3519077812088654e-05 0.00015808619376912248 0.00019832922243949726 -3.7964438111389016e-05
leaf_weight=20 20 26 30 20 34 21 20 33 250 23 20 26 25 35 26 20 20 25 2126 27 29 22 27 21 35 25 40 20 22 33
leaf_count=20 20 26 30 20 34 21 20 33 250 23 20 26 25 35 26 20 20 25 2126 27 29 22 27 21 35 25 40 20 22 33
internal_value=0 -5.05237e-07 1.61537e-06 -1.24947e-07 1.10461e-06 -1.60147e-05 -5.89404e-06 -0.000109439 1.27722e-05 9.66853e-05 -4.75769e-07 -7.06391e-05 7.66538e-07 2.84731e-08 9.62346e-07 -4.91335e-07 5.4715e-07 6.75237e-05 -6.84539e-07 1.68707e-08 -1.20795e-06 -2.78424e-05 -4.78211e-05 -1.99909e-05 -4.50747e-05 1.13433e-06 3.9301e-06 5.2984e-05 -1.75685e-07 5.6553e-05
internal_weight=0 3101 2728 2698 2678 373 347 53 294 44 2644 46 2598 2573 2538 2518 2492 45 2447 2427 2400 194 172 143 122 2206 95 55 2181 55
internal_count=3121 3101 2728 2698 2678 373 347 53 294 44 2644 46 2598 2573 2538 2518 2492 45 2447 2427 2400 194 172 143 122 2206 95 55 2181 55
is_linear=0
shrinkage=0.1


Tree=3261
num_leaves=31
num_cat=0
split_feature=132 1186 132 15 1213 49 2 2 12 4 1365 1375 457 0 1373 1373 1375 457 448 150 160 1375 475 148 1 1 1 13 1 43
split_gain=1.09992e-05 0.000312486 0.000150559 3.81878e-05 9.9223e-06 9.79093e-06 2.42963e-05 3.31489e-05 1.97726e-05 1.06743e-05 9.7793e-06 1.32963e-05 2.44176e-05 3.23208e-05 1.40656e-05 3.17891e-05 2.80131e-05 3.44267e-05 4.72394e-05 3.2627e-05 9.40926e-05 2.00114e-05 6.34688e-05 2.30409e-05 1.3842e-05 0.00029838 7.77393e-05 0.000318335 7.28966e-05 8.39632e-05
threshold=-0.083284999999999984 0.0044650000000000011 -0.076764999999999986 0.092400000000000024 0.51370000000000016 0.10211000000000002 0.10252500000000002 0.089320000000000024 0.090165000000000009 -0.086254999999999984 0.087370000000000017 0.08517000000000001 -0.088204999999999992 -0.08867499999999999 0.08789000000000001 1.0000000180025095e-35 -0.4078199999999999 0.11612500000000002 0.030280000000000001 0.12068000000000002 -0.077459999999999987 0.060690000000000008 -0.084264999999999993 1.0000000180025095e-35 0.091535000000000019 0.09253500000000002 0.093700000000000019 -0.078279999999999975 0.096255000000000021 -0.04652499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 10 6 7 8 9 -1 11 14 -13 -14 15 16 -4 18 19 21 -21 23 -23 24 -18 -26 27 -27 29 -28
right_child=2 -3 4 -5 -6 -7 -8 -9 -10 -11 -12 12 13 -15 -16 -17 17 -19 -20 20 -22 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=-4.7870609041242664e-05 -0.00026841943494911816 0.00037906028127591447 -9.9495107055450451e-05 -0.00013379243059898728 7.0504360628547154e-05 5.6331974643399014e-05 -0.00010826852786439387 0.00012029451605658757 -8.9282687414587211e-05 3.3707658196431543e-05 5.3945636737449665e-05 2.4349283214231787e-05 -0.0001794594988626029 -1.404627357462434e-05 -7.1444592221167914e-05 0.00010905653150446058 4.6827128403758862e-06 0.00010581980459392072 -0.00014286749609037424 -8.2900738316311621e-05 0.00020109007295364531 -2.198975808693961e-05 0.00020132248286245161 -9.1968135010184996e-05 -0.00030587612442711061 -0.0001269084093624058 3.752183456337359e-05 0.00041160266634636048 2.558789085990271e-06 -0.00020020427667380623
leaf_weight=23 21 22 28 25 20 25 22 21 28 53 33 34 21 27 27 27 1623 31 23 20 28 35 20 28 33 23 24 21 716 39
leaf_count=23 21 22 28 25 20 25 22 21 28 53 33 34 21 27 27 27 1623 31 23 20 28 35 20 28 33 23 24 21 716 39
internal_value=0 2.16103e-05 -1.63083e-06 -1.8308e-05 3.13829e-07 -1.52242e-06 -1.13616e-05 5.69401e-06 -1.74465e-05 9.0195e-06 -1.76842e-07 -8.08399e-07 -4.04881e-05 -8.64146e-05 3.76501e-07 1.08969e-06 6.81642e-09 1.05263e-06 -1.80859e-07 1.07653e-06 8.27606e-05 -4.53847e-07 5.92147e-05 -1.76289e-06 -7.44032e-07 -1.10333e-05 7.8908e-07 0.000130108 -6.51521e-06 -0.000109642
internal_weight=0 219 2902 197 2881 172 147 125 104 76 2861 2828 82 48 2746 2719 2692 2664 2633 2610 48 2562 55 2507 2479 856 823 44 779 63
internal_count=3121 219 2902 197 2881 172 147 125 104 76 2861 2828 82 48 2746 2719 2692 2664 2633 2610 48 2562 55 2507 2479 856 823 44 779 63
is_linear=0
shrinkage=0.1


Tree=3262
num_leaves=31
num_cat=0
split_feature=129 42 1184 394 1213 402 401 1212 1210 130 1 1427 4 1447 472 1425 39 39 39 12 42 124 45 39 124 33 9 3 2 4
split_gain=1.21556e-05 6.1147e-05 1.79482e-05 1.52168e-05 1.17543e-05 1.03814e-05 6.5198e-05 7.75829e-05 1.88427e-05 1.01243e-05 1.94308e-05 1.17464e-05 4.35031e-05 1.87276e-05 1.49917e-05 2.97396e-05 1.41013e-05 3.09339e-05 2.5391e-05 2.00733e-05 3.93419e-05 2.88032e-05 2.20331e-05 1.75723e-05 1.72039e-05 2.85507e-05 2.72332e-05 8.17111e-05 1.88157e-05 0.000153482
threshold=-0.077709999999999987 -0.015274999999999999 0.089075000000000015 0.264685 0.51258500000000007 -0.45015499999999992 -1.0000000180025095e-35 0.10909000000000001 0.24726500000000004 -0.23123999999999997 0.16540500000000002 0.089335000000000012 -0.0096849999999999974 0.087755000000000014 -0.38234499999999999 0.095135000000000011 0.10940500000000002 0.10484500000000001 0.11536 -0.095379999999999979 0.092395000000000019 -0.058514999999999991 0.094030000000000016 0.12768500000000002 -0.087424999999999989 -0.018454999999999996 0.088235000000000022 -0.13309499999999996 -0.0050599999999999994 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -2 9 -7 11 13 -13 14 -11 16 17 19 -18 20 21 -16 24 -20 -21 -26 28 -28 29 -27
right_child=2 -3 -4 -5 -6 8 -8 -9 -10 10 -12 12 -14 -15 15 -17 18 -19 23 22 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.00018007352385514727 -0.00023467488426831551 3.9530804815512969e-05 8.8826417302935513e-05 7.9467441476784495e-05 7.235377108207268e-05 6.8376240025307719e-05 8.7278111526824505e-05 1.7037907615303995e-05 8.6384289705165434e-05 -8.0936547221980348e-05 -8.5744488614249427e-05 -4.3302452867724894e-05 0.00013297467051285951 -7.7481189327954788e-05 0.00019155567795678508 0.00010456874895478702 0.00013515714907996534 -0.00012300398382302817 -6.5940210922798591e-05 -7.1323370910769365e-05 -4.9839558076720485e-05 4.1881009686524824e-05 -8.6532326132592358e-05 5.1075644230216064e-05 0.00011538486212105324 0.00015772144637119946 5.1446043653413656e-05 -0.00022783323172916427 -1.8523830950254612e-06 -0.00015423446049377771
leaf_weight=21 24 32 23 24 22 21 27 25 25 23 27 28 28 32 20 27 21 21 21 35 28 36 31 33 21 46 22 20 2333 24
leaf_count=21 24 32 23 24 22 21 27 25 25 23 27 28 28 32 20 27 21 21 21 35 28 36 31 33 21 46 22 20 2333 24
internal_value=0 -4.74822e-05 8.20263e-07 1.5552e-07 -4.74565e-07 -1.00882e-06 -3.74966e-05 -0.00010625 -6.01104e-08 -8.05835e-07 -1.31081e-06 -5.10916e-07 4.48361e-05 -1.4198e-06 -5.38571e-07 1.36549e-07 -9.03152e-07 -2.11923e-06 4.1854e-05 -1.14882e-06 4.69443e-05 9.53362e-05 -2.74433e-06 5.56948e-06 -1.70577e-06 -7.17689e-07 -1.71489e-06 -8.15441e-05 -3.19621e-07 5.07651e-05
internal_weight=0 53 3068 3045 3021 2999 76 49 2923 2898 2877 2850 56 2794 2762 2739 2712 2637 75 2616 84 56 2532 54 2501 2466 2445 42 2403 70
internal_count=3121 53 3068 3045 3021 2999 76 49 2923 2898 2877 2850 56 2794 2762 2739 2712 2637 75 2616 84 56 2532 54 2501 2466 2445 42 2403 70
is_linear=0
shrinkage=0.1


Tree=3263
num_leaves=31
num_cat=0
split_feature=15 132 12 1204 15 15 403 393 1213 1212 13 1 13 43 13 1213 13 160 13 13 13 158 2 42 2 50 16 402 1212 0
split_gain=1.18006e-05 8.25084e-05 0.00030367 0.000186844 4.49601e-05 5.27842e-05 4.05847e-05 3.76285e-05 3.29486e-05 7.49216e-05 5.09063e-05 0.000210149 7.58198e-05 8.69172e-05 6.60369e-05 9.497e-05 3.96844e-05 4.99077e-05 3.99847e-05 4.84354e-05 0.000148926 6.2396e-05 4.3028e-05 0.000112538 8.25788e-05 5.999e-05 0.000122211 7.35457e-05 2.51726e-05 2.49847e-05
threshold=0.088345000000000021 -0.083284999999999984 0.091930000000000012 -0.068659999999999985 0.087685000000000013 0.087485000000000021 -0.53255499999999989 0.089155000000000026 -0.24064499999999997 -0.089544999999999986 -0.090639999999999984 0.07635500000000002 -0.084319999999999992 -0.011244999999999998 -0.083364999999999981 -0.080614999999999978 -0.081434999999999994 -0.53908999999999996 -0.078944999999999987 -0.069964999999999986 -0.066634999999999986 -1.0000000180025095e-35 0.090425000000000019 0.11839500000000001 0.09167500000000002 0.089465000000000017 -0.074929999999999983 -1.0000000180025095e-35 -0.17649999999999996 -0.072594999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 6 -1 8 28 -10 11 -11 13 -12 -14 -16 -17 -18 -19 21 -21 -20 23 25 -24 26 -22 -27 -5 -26
right_child=1 3 -4 7 -6 -7 -8 -9 9 10 12 -13 14 -15 15 16 17 18 19 20 22 -23 24 -25 29 27 -28 -29 -30 -31
leaf_value=-0.00011632943379452392 0.00042931066598612239 -0.00028378819657849484 -0.0001090821254778844 -7.3815951182041325e-06 -9.0307548816781491e-05 0.00014956374779222128 -1.1420701353649298e-06 0.00014423705211984703 0.00016843235355433234 -0.00033383697448135494 2.00768978915962e-05 6.8505306449771858e-05 -0.00016952859160872843 0.00029512261648051213 0.00022484947265184022 0.00013545734424648498 -0.00013949031697568269 0.00013787993631835674 1.6113466483602678e-05 0.00027671908098909627 -0.00022705204494349754 -0.00018136441387923697 0.00021446035319795122 -0.00026038561533953597 7.1153378901340846e-05 -4.3023571743106009e-05 7.6703911830778594e-05 0.00021010468018093061 -0.00015789844605023975 -3.2645988801213655e-05
leaf_weight=31 20 22 22 25 58 23 2302 21 30 21 27 34 21 20 20 21 26 21 32 20 27 32 21 21 33 24 26 22 20 78
leaf_count=31 20 22 22 25 58 23 2302 21 30 21 27 34 21 20 20 21 26 21 32 20 27 32 21 21 33 24 26 22 20 78
internal_value=0 1.13622e-05 0.000147295 2.77697e-06 -3.32773e-06 -1.18646e-06 -2.67264e-06 1.25817e-05 8.13673e-06 1.45642e-05 6.12538e-06 -8.51163e-05 1.63252e-05 0.000137118 3.56731e-06 1.21405e-05 1.61031e-06 -5.72857e-06 4.01319e-06 -4.35349e-06 1.40635e-05 -8.26255e-05 -6.78223e-06 -5.01205e-05 3.26162e-05 -5.51885e-06 -7.80397e-05 7.80378e-05 -7.4278e-05 -1.78672e-06
internal_weight=0 707 42 665 2414 2356 2333 643 622 577 547 55 492 47 445 424 404 383 357 336 272 64 252 120 132 99 53 46 45 111
internal_count=3121 707 42 665 2414 2356 2333 643 622 577 547 55 492 47 445 424 404 383 357 336 272 64 252 120 132 99 53 46 45 111
is_linear=0
shrinkage=0.1


Tree=3264
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1209 1209 3 1213 0 12 0 4 401 403 1210 15 1212 1212 1210 1209 1209 1212 133 1212 403 2 12 133 42 128 131
split_gain=1.29221e-05 7.58126e-05 3.21885e-05 1.05195e-05 1.38039e-05 7.55785e-05 1.99264e-05 7.88034e-05 6.44663e-05 2.12983e-05 5.32658e-05 2.01273e-05 1.85659e-05 1.60841e-05 2.72805e-05 1.84844e-05 3.22952e-05 1.30326e-05 1.90864e-05 1.36872e-05 2.49477e-05 5.45344e-05 2.35715e-05 1.92269e-05 5.12605e-05 5.09705e-05 3.74701e-05 3.39223e-05 2.07907e-05 6.54709e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.14444499999999996 -0.084519999999999984 -0.081734999999999988 0.093235000000000026 -0.086729999999999988 0.087445000000000009 -0.080869999999999984 -0.074729999999999977 0.12006000000000001 -0.55276999999999987 0.0028200000000000005 0.088990000000000014 0.11796000000000001 0.10321500000000002 -0.13847499999999999 0.093955000000000011 0.086895000000000014 -0.073259999999999978 -0.087414999999999979 -1.0000000180025095e-35 0.085640000000000008 0.084515000000000021 0.094070000000000015 -0.082724999999999979 -0.0072999999999999992 0.079650000000000012 0.081165000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 11 -8 -9 -10 -11 12 -6 15 -15 16 17 -14 19 20 21 -19 -22 28 -25 26 27 -26 -24 -30
right_child=1 3 -4 4 6 -7 7 8 9 10 -12 -13 13 14 -16 -17 -18 18 -20 -21 22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-9.0833849184818041e-06 0.00019109447315540388 7.267094944836572e-05 -0.00012558377655093661 -0.00017876196175166116 -8.4142507120514684e-05 7.2200361804182961e-05 0.00016730748740623574 -0.00014990763270740598 -3.4621030092239382e-05 0.00017867434108484305 -3.7360399697458245e-05 -7.6389214290039885e-05 7.0008607340591526e-05 -2.7583395289680501e-05 0.00012008962191336242 -7.3569050201673669e-05 0.00011861461791103584 1.0416670075857029e-05 -9.8455513361841432e-05 5.7648755282571079e-05 8.1923755559338532e-05 -0.00016543471248386878 -5.641286078035252e-06 0.00014641555023899854 -0.00018989402204169892 0.00012257641926855566 6.1246644501807164e-05 -2.3876441673564841e-05 5.9777142218081281e-06 0.00019680297659111341
leaf_weight=195 21 20 27 24 26 24 35 24 25 25 21 35 26 22 29 34 23 45 20 40 35 29 2035 32 20 26 25 32 125 21
leaf_count=195 21 20 27 24 26 24 35 24 25 25 21 35 26 22 29 34 23 45 20 40 35 29 2035 32 20 26 25 32 125 21
internal_value=0 1.78062e-06 -2.32524e-05 3.99246e-07 -1.06504e-07 -5.32808e-05 8.01812e-07 3.90365e-05 -8.22125e-06 3.96727e-05 8.00498e-05 -1.05286e-06 -5.5966e-08 7.78799e-07 5.63875e-05 -3.2558e-07 6.57166e-07 -4.23289e-07 -1.1602e-06 -3.70788e-07 -1.32781e-06 -5.84981e-05 4.71678e-07 -7.59247e-07 3.58631e-05 1.51676e-06 -3.93605e-05 -8.77294e-05 -3.02611e-06 3.34252e-05
internal_weight=0 2899 222 2878 2858 48 2810 130 95 71 46 2680 2645 2619 51 2568 2534 2511 2485 2465 2425 74 2351 2316 135 103 77 52 2181 146
internal_count=3121 2899 222 2878 2858 48 2810 130 95 71 46 2680 2645 2619 51 2568 2534 2511 2485 2465 2425 74 2351 2316 135 103 77 52 2181 146
is_linear=0
shrinkage=0.1


Tree=3265
num_leaves=31
num_cat=0
split_feature=130 39 41 47 45 11 33 9 3 47 41 12 3 0 52 4 51 0 2 159 1 12 52 156 0 4 97 9 15 12
split_gain=1.1606e-05 3.5372e-05 1.7627e-05 1.38069e-05 2.0325e-05 5.36201e-05 2.76417e-05 1.53369e-05 2.79952e-05 1.38469e-05 1.37375e-05 5.45784e-05 2.12068e-05 1.58921e-05 4.58237e-05 1.77722e-05 5.72058e-05 1.65551e-05 3.91022e-05 7.09572e-05 7.51301e-05 5.58988e-05 0.000113074 7.8472e-05 3.41208e-05 4.27612e-05 3.48449e-05 4.58534e-05 2.80715e-05 2.52804e-05
threshold=-0.23647499999999996 0.15438500000000002 0.11457000000000002 0.13148500000000005 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.09055500000000001 -0.0043399999999999992 0.13855500000000001 0.08690500000000001 0.086915000000000006 -0.52915999999999996 0.13134000000000004 0.10024500000000001 -0.50940999999999981 0.086310000000000012 -0.043914999999999989 0.10613000000000002 0.10545500000000001 0.099195000000000019 0.098330000000000015 -0.54906499999999991 0.013700000000000002 -0.057069999999999989 -0.043364999999999994 -0.079444999999999988 -1.0000000180025095e-35 -0.053579999999999996 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 10 -9 -5 12 -12 -8 15 -15 16 -14 24 19 20 -19 22 -20 -23 26 -26 -17 -28 -24 -29
right_child=1 -3 -4 9 -6 6 7 8 -10 -11 11 -13 13 14 -16 17 -18 18 21 -21 -22 23 28 -25 25 -27 27 29 -30 -31
leaf_value=-7.5933102170893117e-05 0.00015560305791123856 0.00012142053559121753 -8.0897482796529041e-05 0.00010292397321161563 -9.6408852517594255e-05 -0.00010181292514230504 -0.00010468634712026415 -8.0875167089200871e-06 0.0001394110833478573 1.5776842701598072e-06 0.0001644286018448759 -4.3470452338364602e-05 -0.00013530133108705176 -1.223072045831941e-05 0.00017315484234131873 -0.00012639481062499478 5.6136225666031589e-05 0.00023412908182081084 -0.00025029673520096012 -9.3597648628929164e-05 3.0742010667814788e-05 -6.3591912912670516e-05 -5.3531726901686249e-05 0.00021318172971188603 -0.00015210742372694181 -1.2154346158702718e-05 0.00014373627292860132 -1.5695772251042524e-05 0.00010285308281626467 6.218430374567506e-06
leaf_weight=20 22 24 27 26 22 27 20 31 22 28 23 28 37 40 20 22 27 32 23 20 42 20 24 21 34 61 22 802 22 1532
leaf_count=20 22 24 27 26 22 27 20 31 22 28 23 28 37 40 20 22 27 32 23 20 42 20 24 21 34 61 22 802 22 1532
internal_value=0 4.89726e-07 -4.53511e-07 2.58616e-07 -6.44666e-07 6.37446e-08 -1.09542e-06 -1.65724e-07 5.31383e-05 5.0374e-05 -1.1494e-06 5.02879e-05 -2.07932e-06 -1.34667e-06 4.95645e-05 -2.46111e-06 -5.45386e-05 -1.21607e-06 2.61642e-05 7.35249e-05 0.000118693 -1.43076e-05 -6.92582e-05 7.81702e-05 -3.4747e-06 -6.22428e-05 -1.12694e-06 4.27946e-08 2.1261e-05 -1.31164e-06
internal_weight=0 3101 3077 3050 2996 2974 2952 2925 53 54 2872 51 2821 2801 60 2741 64 2677 204 94 74 110 69 41 2473 95 2378 2356 46 2334
internal_count=3121 3101 3077 3050 2996 2974 2952 2925 53 54 2872 51 2821 2801 60 2741 64 2677 204 94 74 110 69 41 2473 95 2378 2356 46 2334
is_linear=0
shrinkage=0.1


Tree=3266
num_leaves=31
num_cat=0
split_feature=132 132 132 403 132 13 13 42 400 132 11 33 34 123 33 39 9 9 3 44 158 1452 482 483 12 482 120 15 148 447
split_gain=1.09752e-05 6.12075e-05 2.99398e-05 1.52958e-05 1.73467e-05 2.14052e-05 2.06792e-05 1.55085e-05 1.88666e-05 1.46484e-05 1.03693e-05 1.15432e-05 2.39876e-05 9.98596e-05 4.24818e-05 2.86744e-05 2.13575e-05 2.07758e-05 1.18089e-05 1.04002e-05 4.22402e-05 1.22516e-05 1.54466e-05 6.69705e-05 0.000171609 5.20247e-05 3.88521e-05 3.04596e-05 1.70223e-05 4.76177e-05
threshold=-0.083174999999999985 -0.069704999999999989 -0.084644999999999984 -0.090774999999999981 -0.41127499999999995 0.056795000000000005 -0.0018299999999999998 -0.074124999999999983 0.10645500000000001 -0.1075 -0.072629999999999986 0.085305000000000006 -0.057544999999999992 0.083805000000000004 -1.0000000180025095e-35 0.089790000000000023 0.082870000000000013 0.085555000000000006 0.42240500000000009 0.099360000000000018 -0.47356499999999996 -0.069739999999999983 0.090355000000000005 0.10143000000000001 0.088245000000000004 0.11271500000000002 1.0000000180025095e-35 -0.52744999999999986 -0.10069499999999999 0.094580000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 7 -6 9 -9 -3 12 13 -12 -14 -15 -13 18 19 20 -16 -22 26 24 -24 -25 27 -23 -29 -30
right_child=1 10 -4 4 6 -7 -8 8 -10 -11 11 16 14 15 17 -17 -18 -19 -20 -21 21 22 23 25 -26 -27 -28 28 29 -31
leaf_value=7.1490564074511419e-05 0.00017174482187069123 -6.9612547841166987e-05 -0.00013215581688696561 -3.9168174378573899e-05 5.7126581183789918e-05 8.709823681595576e-05 -0.00012262103670461028 5.3543649780542847e-05 -0.00012354480349813457 -4.8990161246221863e-05 0.00021954105363693091 1.3690913813964776e-05 -0.00014496550146304797 4.6400378206944091e-05 0.00013086052313883556 -0.00011522128219699621 -0.00012622958342944912 7.4734910853485904e-05 -7.4422528563272442e-05 -6.0887620431323615e-05 -5.9381412211223508e-05 0.00010837574199495765 -1.0410808700283107e-05 -0.00016072876258642116 0.00034987635794095698 3.3457455552903609e-05 -0.00011571572681061988 7.5706770063522439e-05 -6.9717085045211474e-08 -0.00015502419759286571
leaf_weight=21 21 21 22 25 21 29 24 22 20 38 25 24 20 23 25 21 20 38 21 27 34 26 39 22 20 37 29 29 2357 20
leaf_count=21 21 21 22 25 21 29 24 22 20 38 25 24 20 23 25 21 20 38 21 27 34 26 39 22 20 37 29 29 2357 20
internal_value=0 1.64101e-06 -2.14292e-05 -9.24931e-06 -1.87216e-05 2.86416e-05 -3.91825e-05 -1.93555e-05 -3.9432e-05 -1.13944e-05 3.99805e-07 9.14422e-07 1.70939e-06 5.99433e-05 2.45052e-07 -3.07372e-05 -4.99093e-05 1.31121e-06 2.72452e-07 8.61043e-07 1.49304e-06 2.55313e-07 1.04153e-06 3.63847e-05 0.00011172 -3.8951e-05 -6.53108e-07 7.18939e-07 -4.44435e-07 -1.3735e-06
internal_weight=0 2899 222 200 179 54 125 101 80 60 2878 2857 2813 69 2744 44 44 2724 2686 2665 2638 2613 2579 118 59 59 2461 2432 2406 2377
internal_count=3121 2899 222 200 179 54 125 101 80 60 2878 2857 2813 69 2744 44 44 2724 2686 2665 2638 2613 2579 118 59 59 2461 2432 2406 2377
is_linear=0
shrinkage=0.1


Tree=3267
num_leaves=31
num_cat=0
split_feature=0 11 45 1 14 1 457 0 1 51 158 484 15 12 15 0 481 12 480 50 133 0 474 471 471 156 158 158 42 158
split_gain=1.03427e-05 5.88361e-05 4.14845e-05 4.35168e-05 6.19022e-05 4.88391e-05 4.05018e-05 6.22666e-05 2.35287e-05 4.93817e-05 1.78834e-05 0.000128797 7.02021e-05 5.34362e-05 5.02681e-05 4.55668e-05 4.46819e-05 3.78633e-05 1.74677e-05 1.61158e-05 0.000143707 6.95728e-05 3.51505e-05 2.0695e-05 2.02416e-05 1.87762e-05 1.75912e-05 2.16028e-05 4.5379e-05 3.54867e-05
threshold=-0.14794999999999997 -0.072629999999999986 0.084355000000000013 0.082005000000000008 0.077685000000000018 0.08592000000000001 0.11612500000000002 -0.26343999999999995 0.089175000000000018 0.082455000000000014 0.10667500000000002 0.090535000000000018 -0.068899999999999975 0.091625000000000012 0.09116500000000001 -0.068944999999999992 -0.073474999999999985 0.22926500000000002 -0.089354999999999976 -0.099524999999999988 0.090665000000000009 -0.067094999999999988 -0.45463999999999999 -0.085064999999999988 0.094575000000000006 -0.094124999999999986 0.10380000000000002 0.085030000000000008 0.088200000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 7 -7 -9 -10 17 12 13 -12 15 -14 -16 18 -3 20 21 -20 -21 -24 25 -25 27 29 -29 -27
right_child=1 10 -4 5 -6 6 -8 8 9 -11 11 -13 14 -15 16 -17 -18 -19 19 22 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.00021242644848114097 -0.00017282371241890361 9.3177647431730304e-05 0.00015301146292282891 -0.00013827759872853037 1.238457823222104e-06 -0.00015553604870757016 0.00011892769088498663 0.00011297720076981933 2.2278917309707312e-05 -0.00014819369433098474 -1.6717452672310177e-06 -0.00025777184671989581 -0.00020942547137383375 0.0002294910277305462 0.00014062293730603416 -6.9159464692347679e-06 -6.8226429825049963e-05 0.00012894826510961613 -0.00017135653742234751 -0.00013081313010323875 0.00027408647889387794 5.9814343355052798e-05 9.1518502388983821e-05 9.3292150168487021e-05 -8.9559499778820638e-05 -1.5065875466388251e-06 -9.5070754705375298e-05 7.4034038031337944e-06 0.00016087600134778767 -0.00010922586715306323
leaf_weight=23 20 20 21 27 35 26 27 20 113 20 20 22 25 20 20 20 21 23 23 21 20 30 24 21 26 2273 20 84 25 31
leaf_count=23 20 20 21 27 35 26 27 20 113 20 20 22 25 20 20 20 21 23 23 21 20 30 24 21 26 2273 20 84 25 31
internal_value=0 -1.91853e-06 1.72731e-05 7.47752e-06 8.49854e-05 -1.18163e-05 4.75873e-06 -1.24623e-05 1.18509e-05 -3.35606e-06 -6.92963e-07 -3.45192e-05 4.46138e-06 0.00011391 -4.64448e-05 -0.000119421 3.36513e-05 1.20264e-06 8.03531e-08 -6.36331e-07 4.56844e-05 -4.05051e-05 -1.9755e-06 -8.94997e-07 -1.78932e-06 -8.59401e-07 -1.67205e-06 -8.97924e-07 4.26035e-05 -2.95594e-06
internal_weight=0 2809 312 291 58 233 206 179 153 133 2789 148 126 40 86 45 41 2641 2618 2598 73 53 2525 2504 2480 2454 2433 2413 109 2304
internal_count=3121 2809 312 291 58 233 206 179 153 133 2789 148 126 40 86 45 41 2641 2618 2598 73 53 2525 2504 2480 2454 2433 2413 109 2304
is_linear=0
shrinkage=0.1


Tree=3268
num_leaves=31
num_cat=0
split_feature=12 130 10 0 10 33 42 52 52 0 52 403 13 12 13 52 131 13 13 13 2 159 399 132 1185 158 1209 1209 52 403
split_gain=1.06285e-05 2.77868e-05 1.26449e-05 6.0183e-05 6.33136e-05 2.49763e-05 1.74582e-05 1.21642e-05 3.7716e-05 0.000109709 7.12751e-05 6.21933e-05 3.68409e-05 0.000135775 5.13273e-05 4.62264e-05 3.86471e-05 5.6894e-05 7.38773e-05 5.00366e-05 4.01003e-05 4.45272e-05 3.48318e-05 0.000537556 4.48764e-05 3.24635e-05 3.23924e-05 3.96642e-05 4.92862e-05 9.22334e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.086389999999999981 -1.0000000180025095e-35 0.086035000000000014 0.091275000000000009 0.10160000000000001 -0.072594999999999979 0.10611000000000001 -0.44023999999999991 -0.077944999999999987 0.094225000000000017 -0.076384999999999995 0.11434500000000002 0.09172000000000001 -0.081434999999999994 -0.083499999999999977 -0.097224999999999992 0.088745000000000004 -0.025879999999999997 0.091580000000000009 -0.083284999999999984 -0.083264999999999992 -0.46695499999999995 -0.087714999999999987 -0.074484999999999982 0.088185000000000013 -0.012799999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -4 -5 22 9 -9 -10 -12 13 16 -14 -16 17 18 19 -13 21 -21 24 -24 -7 -17 -26 -28 -29 -30
right_child=-2 2 5 4 -6 7 -8 8 10 -11 11 12 14 -15 15 25 -18 -19 -20 20 -22 -23 23 -25 26 -27 27 28 29 -31
leaf_value=0.00010150641638675654 -6.7727585141967768e-05 -0.00017362703147227876 9.483314804258823e-05 -0.00011884962039343721 0.00013920178351690992 -0.00013443601892504375 -6.6954819443968259e-06 -4.1600052135400836e-06 0.00013455495298128679 -0.00023236774251362758 -0.00017167273605161388 6.9388853638553311e-05 -0.00016908149435342543 0.00026116185816301205 -0.00014161265638764375 0.00012089907755580498 0.00012105885008774447 -0.00012172022726213655 0.0001574844367810172 -9.0243219009218079e-05 -0.00013723087546133265 9.3369084032019604e-05 0.00034899360305702903 -0.00030628057699816835 9.3374080479873394e-05 -1.2911062157465646e-05 -0.00011474330862381914 2.8568614744983735e-07 -2.8567817251755378e-05 0.00020970191826563678
leaf_weight=27 23 24 28 23 25 24 35 77 36 29 23 44 24 22 26 20 24 39 29 28 39 25 31 21 39 194 29 2048 33 32
leaf_count=27 23 24 28 23 25 24 35 77 36 29 23 44 24 22 26 20 24 39 29 28 39 25 31 21 39 194 29 2048 33 32
internal_value=0 5.02817e-07 -3.85199e-07 -3.41578e-05 6.17062e-06 8.33988e-07 -5.11704e-05 -6.24614e-08 -1.17978e-05 -6.65942e-05 -1.66089e-06 -1.07927e-05 -3.59376e-06 2.39178e-05 -2.96464e-05 -1.57029e-05 1.02585e-06 -1.30957e-05 1.25792e-05 -1.83197e-05 -6.02673e-05 -3.63364e-06 3.468e-06 8.43636e-05 1.56026e-06 -4.05442e-07 3.05678e-06 1.41235e-06 3.00654e-06 8.87342e-05
internal_weight=0 3098 3071 107 83 2964 58 2936 679 106 573 537 514 250 264 240 228 204 165 136 92 53 2257 52 2205 214 2181 2142 2113 65
internal_count=3121 3098 3071 107 83 2964 58 2936 679 106 573 537 514 250 264 240 228 204 165 136 92 53 2257 52 2205 214 2181 2142 2113 65
is_linear=0
shrinkage=0.1


Tree=3269
num_leaves=31
num_cat=0
split_feature=132 1185 403 1204 132 403 132 42 12 130 121 376 124 2 16 42 97 374 9 97 16 16 4 1 1 157 1 1 1429 159
split_gain=1.32829e-05 6.86765e-05 2.7588e-05 0.000117623 3.43651e-05 1.78922e-05 1.39853e-05 3.54916e-05 2.07761e-05 1.2253e-05 2.98968e-05 1.19889e-05 2.06075e-05 3.36314e-05 1.8319e-05 1.3254e-05 1.20111e-05 2.33411e-05 1.96701e-05 3.10267e-05 1.78432e-05 5.40482e-05 0.000123904 4.41958e-05 9.31348e-05 6.61967e-05 6.43094e-05 5.18951e-05 4.19686e-05 4.73096e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.074254999999999988 -0.016569999999999994 -0.084829999999999989 -0.090774999999999981 -0.41127499999999995 -0.074124999999999983 0.110195 -0.23647499999999996 -0.081149999999999986 -0.083489999999999981 -0.088289999999999993 0.096015000000000017 -0.13088499999999997 -0.23802999999999999 -0.084639999999999979 0.08987500000000001 -0.036024999999999995 -0.063039999999999985 0.0039400000000000008 -0.0013749999999999997 -0.0070899999999999991 0.096860000000000016 0.10337500000000001 0.0026750000000000007 0.10672000000000002 0.09253500000000002 0.091465000000000005 0.10545500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 8 -8 -5 -3 -11 14 13 -13 -12 -14 -17 18 19 -18 21 -20 -23 27 25 -25 -26 28 29 -22
right_child=1 9 3 6 -6 -7 7 -9 -10 10 11 12 15 -15 -16 16 17 -19 20 -21 23 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=6.3036107149812214e-05 0.00018198912971240048 -7.7509055884554816e-05 -0.000276544210873908 -5.742128007113934e-05 0.0001302932842615216 -4.6329668657563167e-05 4.9257777440785007e-05 -0.00011573810076015434 7.1025881248608461e-05 9.0342657868687474e-05 1.4678482402814554e-05 0.00016472187591716649 7.508289456144785e-05 -2.6883928391422769e-06 -0.00011904805647819082 -6.5161567005722249e-05 1.6694490113877691e-05 9.5715680217836065e-05 1.4718963058017119e-06 -0.00015520436191720713 -1.7971312014201759e-05 -3.0857264321709336e-05 0.00023242331905445706 0.00022839887833470129 -0.0001304562347138779 3.0638449640140276e-06 1.5832028537943188e-05 -0.00015263411736338061 0.00011534452340648777 -0.00012760946008876834
leaf_weight=21 21 20 20 20 21 52 22 32 34 37 20 20 23 30 21 29 21 25 1817 21 373 39 33 32 37 22 160 33 21 44
leaf_count=21 21 20 20 20 21 52 22 32 34 37 20 20 23 30 21 29 21 25 1817 21 373 39 33 32 37 22 160 33 21 44
internal_value=0 1.80531e-06 -2.35748e-05 -5.37842e-05 1.75614e-05 -1.48683e-05 -1.25323e-05 -4.85176e-05 2.34529e-05 4.90558e-07 1.03639e-06 -1.34942e-07 6.56752e-07 6.42757e-05 -5.38156e-05 -5.08431e-07 -1.15069e-06 -4.5752e-07 -1.36379e-06 -6.92549e-05 -2.71705e-07 4.83905e-06 8.9813e-05 -1.36432e-05 2.02487e-05 0.000136596 -1.16434e-05 -3.17045e-05 -2.25933e-05 -2.95398e-05
internal_weight=0 2899 222 128 94 73 108 54 54 2878 2858 2821 2780 50 41 2730 2707 2678 2653 42 2611 1889 72 722 251 54 197 471 438 417
internal_count=3121 2899 222 128 94 73 108 54 54 2878 2858 2821 2780 50 41 2730 2707 2678 2653 42 2611 1889 72 722 251 54 197 471 438 417
is_linear=0
shrinkage=0.1


Tree=3270
num_leaves=31
num_cat=0
split_feature=15 132 12 400 15 43 15 401 403 132 15 1455 1447 0 1446 160 52 2 1213 1212 0 0 0 0 15 4 13 50 403 1212
split_gain=1.11648e-05 7.22916e-05 0.000333622 0.000166159 5.06943e-05 4.94337e-05 4.3039e-05 3.45717e-05 8.48955e-05 3.28511e-05 4.06642e-05 3.06708e-05 3.46143e-05 8.87572e-05 6.2219e-05 7.40587e-05 5.78852e-05 9.71617e-05 2.30789e-05 6.73132e-05 4.64716e-05 0.000211839 5.01198e-05 0.000101392 8.11994e-05 6.99111e-05 0.00015375 6.98571e-05 6.47174e-05 6.05303e-05
threshold=0.088235000000000022 -0.083284999999999984 0.091840000000000019 -0.080934999999999993 0.087685000000000013 -0.0092949999999999994 0.087485000000000021 0.11444000000000001 -0.53255499999999989 -1.0000000180025095e-35 0.088495000000000018 -0.079434999999999992 -0.082344999999999988 -0.082484999999999989 0.037915000000000011 -0.53908999999999996 0.17829500000000004 0.096540000000000015 -0.38619999999999993 -0.089544999999999986 -0.083674999999999986 -0.092089999999999991 -0.070889999999999995 -0.067094999999999988 0.11171000000000002 -0.081224999999999978 -0.066634999999999986 0.08461500000000001 -0.072624999999999981 0.11796000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 7 8 -1 -5 -11 -12 13 -13 15 -14 18 -18 -17 -20 21 -21 25 -24 -25 -22 28 -28 -27 -30
right_child=1 3 -4 9 5 -7 -8 -9 -10 10 11 12 14 -15 -16 16 17 -19 19 20 22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=-0.00017107293705824608 -0.00016204851119255183 -0.00027395005949767352 0.00039639936974550523 0.00013194026191327298 -0.00021090597881044706 -3.5756644058932105e-06 0.00013488229381872097 0.00010591943754316789 -1.745310535746508e-06 0.00014120832428571621 -8.9470097094924896e-05 5.9455539402816534e-05 -0.00016125575037585803 -0.00023161625547800217 0.00015033399943149562 -7.561102767275381e-05 0.00020053216438286771 -6.6265044231494406e-05 0.00015302749268206149 1.8180301001661173e-05 0.00018934440128646202 -0.00035205234945692612 -0.0001567310546528372 0.00019516915101773879 -2.3900389212982988e-05 0.00025904684151266177 -2.6536290533840659e-07 -0.00025525254882051657 0.00016852836561156439 -7.7500731276813897e-05
leaf_weight=30 20 21 23 22 23 23 23 29 2274 22 34 22 25 20 32 35 39 21 30 68 32 20 41 23 64 22 22 21 20 20
leaf_count=30 20 21 23 22 23 23 23 29 2274 22 34 22 25 20 32 35 39 21 30 68 32 20 41 23 64 22 22 21 20 20
internal_value=0 1.0932e-05 0.000136656 2.93479e-06 -3.27233e-06 -0.000107241 -1.24239e-06 -2.58438e-06 -3.9501e-06 1.1812e-05 7.63695e-06 2.8275e-06 8.26618e-06 -7.91501e-05 1.51288e-05 6.52724e-06 1.53025e-05 0.000107153 2.1182e-06 9.22139e-06 -3.00009e-06 -6.59635e-05 1.79085e-05 -2.70837e-05 3.40145e-05 5.9945e-05 2.0509e-05 -0.000124794 0.000121284 4.55138e-05
internal_weight=0 719 43 676 2402 46 2356 2333 2304 655 633 611 577 42 535 503 478 60 418 383 353 88 265 128 87 137 105 43 62 40
internal_count=3121 719 43 676 2402 46 2356 2333 2304 655 633 611 577 42 535 503 478 60 418 383 353 88 265 128 87 137 105 43 62 40
is_linear=0
shrinkage=0.1


Tree=3271
num_leaves=31
num_cat=0
split_feature=132 132 15 1186 1203 48 0 400 33 11 9 16 9 150 1365 1375 1374 1371 1374 13 13 13 4 13 4 0 150 150 0 480
split_gain=1.31766e-05 5.95632e-05 4.14057e-05 2.19175e-05 1.2255e-05 1.30524e-05 2.44836e-05 1.17989e-05 1.13015e-05 1.24258e-05 1.56679e-05 0.000258303 6.58554e-05 1.10703e-05 2.08058e-05 1.79446e-05 4.997e-05 1.46523e-05 1.6254e-05 2.21612e-05 0.000332638 0.000296544 5.18681e-05 8.64491e-05 5.84738e-05 0.000227055 4.84136e-05 8.8573e-05 4.71445e-05 4.16277e-05
threshold=-0.083174999999999985 -0.069704999999999989 0.092400000000000024 0.049580000000000006 0.084375000000000019 0.086425000000000016 -0.091069999999999984 -0.084549999999999986 -0.009184999999999997 -1.0000000180025095e-35 0.085555000000000006 -0.056919999999999991 0.10530000000000002 -0.088479999999999989 0.085565000000000016 0.089070000000000024 0.087110000000000007 0.086910000000000015 0.087855000000000016 -0.085744999999999988 -0.085584999999999981 -0.085964999999999986 -0.081714999999999996 -0.089109999999999981 -0.080584999999999976 -0.087084999999999982 0.11213000000000002 0.097810000000000022 -0.063634999999999983 -0.080689999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -6 -3 -10 13 12 -12 14 -11 17 -17 18 19 21 -21 22 23 -15 25 -24 27 28 -26 -22
right_child=1 8 -4 -5 7 -7 -8 -9 9 10 11 -13 -14 15 -16 16 -18 -19 -20 20 29 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=9.5891631194501242e-05 0.00016960136895899529 -5.9479373826874394e-05 -0.00014471212640637532 -0.00010465804028042061 -8.12595785996214e-06 -8.8520707704446992e-05 -2.5754531121399337e-05 8.3220100467799288e-05 -7.0422891500735807e-05 1.0300705224682287e-05 -0.00022439385786128695 0.00033675273492311439 2.9155862908477763e-05 1.5267222876830674e-05 0.00012477766782012623 -0.00016616182945891405 4.4645574499471965e-05 8.005255174635829e-05 -8.3808077634666526e-05 0.00040194796733669051 0.00011305814921136269 -0.00039425107199349442 -0.00037081973336171363 0.00023616296821273865 3.5933359101615677e-06 0.00010568310681264849 0.00012594181325067228 -0.00020139216521783965 -0.00013770240239682608 -2.5597183897237607e-07
leaf_weight=21 21 31 25 21 26 20 78 31 24 77 20 21 21 91 20 23 22 23 23 21 33 20 20 22 426 20 26 24 25 1845
leaf_count=21 21 31 25 21 26 20 78 31 24 77 20 21 21 91 20 23 22 23 23 21 33 20 20 22 426 20 26 24 25 1845
internal_value=0 1.79807e-06 -2.34803e-05 -8.0955e-06 3.42616e-06 -1.48365e-05 4.92003e-08 4.15535e-05 5.73658e-07 1.22755e-06 1.8367e-06 5.15517e-05 -9.45269e-05 7.20317e-07 3.39042e-05 -4.87956e-07 -6.31004e-05 5.8786e-07 -1.1618e-07 6.31941e-07 6.1609e-06 -1.4946e-05 -3.34641e-06 5.82735e-05 -1.62171e-05 -0.000132568 -6.92759e-06 -1.42004e-05 -4.23902e-06 1.73517e-06
internal_weight=0 2899 222 197 176 119 99 57 2878 2847 2823 62 41 2761 97 2664 45 2619 2596 2573 1899 674 654 113 541 40 501 475 451 1878
internal_count=3121 2899 222 197 176 119 99 57 2878 2847 2823 62 41 2761 97 2664 45 2619 2596 2573 1899 674 654 113 541 40 501 475 451 1878
is_linear=0
shrinkage=0.1


Tree=3272
num_leaves=31
num_cat=0
split_feature=12 130 400 132 43 3 13 3 400 400 1208 1208 1209 1209 376 10 13 2 40 16 51 10 124 123 39 151 0 13 3 13
split_gain=1.11275e-05 2.4317e-05 1.03903e-05 0.000156732 0.000572858 0.000311988 4.30454e-05 4.12932e-05 3.28883e-05 1.31496e-05 1.15867e-05 2.75894e-05 2.59803e-05 1.51518e-05 1.09572e-05 2.93189e-05 8.18648e-05 4.59287e-05 2.69936e-05 3.51328e-05 2.36705e-05 2.58825e-05 2.2466e-05 2.84394e-05 2.31086e-05 1.97923e-05 4.57924e-05 5.87683e-05 0.00011997 0.000183566
threshold=0.23631000000000002 -0.22461999999999996 -0.082199999999999981 -0.083284999999999984 -0.011694999999999999 -0.083344999999999989 -0.0075049999999999987 -0.084964999999999985 -0.079519999999999993 -0.064794999999999978 0.11332500000000002 0.10233500000000001 -0.097919999999999993 -0.087714999999999987 0.080200000000000007 0.053330000000000009 -0.085584999999999981 -0.090999999999999984 -0.083564999999999987 -0.23935499999999996 0.087505000000000013 -1.0000000180025095e-35 -0.084644999999999984 0.084280000000000008 0.095070000000000016 -0.085134999999999975 -0.084269999999999984 -0.086354999999999987 -0.086424999999999988 -0.004174999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 -6 -4 -10 11 12 -11 -14 15 17 -17 -15 19 -19 21 -16 23 -23 -24 26 27 -20 -29 -30
right_child=-2 2 8 5 7 -7 -8 -9 9 10 -12 -13 13 14 20 16 -18 18 25 -21 -22 22 24 -25 -26 -27 -28 28 29 -31
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leaf_weight=27 23 20 21 22 32 21 28 21 27 20 29 27 25 33 33 21 35 21 63 20 30 21 30 21 22 2234 77 50 22 45
leaf_count=27 23 20 21 22 32 21 28 21 27 20 29 27 25 33 33 21 35 21 63 20 30 21 30 21 22 2234 77 50 22 45
internal_value=0 5.14485e-07 -3.16239e-07 2.59081e-05 0.000128796 -7.98782e-05 5.59734e-05 -4.32874e-05 -1.6064e-06 -7.05305e-07 -1.35674e-06 -7.16802e-07 -1.67902e-06 -8.68678e-07 -1.56615e-06 -3.10324e-06 -7.46829e-05 -1.54048e-06 -3.06813e-06 -8.35491e-05 2.40945e-05 5.22268e-06 3.19709e-05 8.6368e-05 -1.19653e-05 -1.74348e-06 2.45372e-05 5.21454e-05 9.40743e-05 0.000181551
internal_weight=0 3098 3071 144 73 71 50 53 2927 2906 2879 2850 2823 2803 2778 2621 56 2565 2532 41 157 127 94 42 52 2491 257 180 117 67
internal_count=3121 3098 3071 144 73 71 50 53 2927 2906 2879 2850 2823 2803 2778 2621 56 2565 2532 41 157 127 94 42 52 2491 257 180 117 67
is_linear=0
shrinkage=0.1


Tree=3273
num_leaves=31
num_cat=0
split_feature=132 132 15 1186 130 130 2 1185 129 43 11 394 158 158 158 43 129 0 2 403 132 4 43 15 130 133 15 2 43 2
split_gain=1.38482e-05 5.23001e-05 3.08183e-05 1.50091e-05 1.29534e-05 2.62605e-05 4.31195e-05 1.32222e-05 2.08057e-05 2.06934e-05 1.24275e-05 1.21213e-05 1.18626e-05 1.38322e-05 1.25552e-05 1.34246e-05 4.63019e-05 3.44132e-05 3.63736e-05 3.62085e-05 7.07093e-05 2.67402e-05 2.13844e-05 4.50702e-05 5.75176e-05 4.28601e-05 5.56503e-05 3.84279e-05 2.66415e-05 8.33925e-05
threshold=-0.083174999999999985 -0.050879999999999988 0.092400000000000024 0.049580000000000006 -0.22699999999999995 -0.092879999999999976 0.089320000000000024 0.085905000000000009 -0.077709999999999987 -0.011694999999999999 0.106895 -0.10499499999999999 -0.47382999999999992 -0.4686749999999999 -0.45617999999999997 -0.14792499999999997 0.083780000000000007 -0.076899999999999982 0.098260000000000014 -0.11087499999999999 0.079970000000000013 -0.093124999999999986 -0.095589999999999994 0.094035000000000007 0.091705000000000023 0.089405000000000012 -0.092919999999999989 0.084885000000000002 -0.09225499999999999 0.089320000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 -6 8 -7 -9 11 -10 -13 -14 -15 16 17 19 21 -16 -21 -19 23 24 25 27 -27 -17 29 -24
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leaf_value=-1.2637973646498971e-06 0.00014037125982011074 -6.9722638013795056e-05 -0.00012866131360351574 -9.0706493254055244e-05 -2.2189240144143697e-05 -7.7543115151326801e-05 0.00018546306389907841 -1.8609121179906652e-05 6.8777595765823213e-05 0.00010457849450176583 7.8589167469544921e-05 -6.9739906641189009e-05 7.2048722386870603e-05 -7.8262588292654124e-05 6.4129608183387016e-06 -5.4019754903341294e-05 0.00011177336650276134 0.00013906272300422037 -7.3815517516924317e-05 -5.5209735701817622e-05 -0.00027323646624738884 -1.5453224858945414e-05 6.7900290305260581e-05 0.00017377029829991186 0.00016761828335889041 3.2939754553650428e-05 -0.00017873682215091929 0.00010933879614690847 5.1431150986909617e-07 -0.00021423777685744094
leaf_weight=176 27 26 25 21 20 35 20 25 25 30 20 25 26 21 34 24 22 24 31 51 21 21 20 21 21 23 27 36 2201 22
leaf_count=176 27 26 25 21 20 35 20 25 25 30 20 25 26 21 34 24 22 24 31 51 21 21 20 21 21 23 27 36 2201 22
internal_value=0 1.84332e-06 -2.40712e-05 -1.07983e-05 5.41003e-07 1.18291e-06 8.16369e-05 3.602e-08 -9.34589e-07 4.85841e-05 5.26341e-08 -5.29981e-07 -1.17869e-06 -5.30904e-07 -1.25116e-06 -6.28905e-07 -2.52544e-05 -4.18182e-05 9.53561e-06 -7.86379e-05 -0.000118801 6.69553e-05 1.46863e-06 3.77671e-05 1.59651e-05 -1.29869e-05 -8.13656e-05 4.39954e-05 -9.91184e-07 -7.98863e-05
internal_weight=0 2899 222 197 2872 2846 40 2806 2751 55 2716 2696 2671 2646 2620 2599 204 182 76 106 72 45 2395 152 131 110 50 60 2243 42
internal_count=3121 2899 222 197 2872 2846 40 2806 2751 55 2716 2696 2671 2646 2620 2599 204 182 76 106 72 45 2395 152 131 110 50 60 2243 42
is_linear=0
shrinkage=0.1


Tree=3274
num_leaves=31
num_cat=0
split_feature=132 1185 43 4 4 2 130 1213 15 12 12 12 142 11 1 147 49 148 153 0 45 473 471 483 0 12 1 12 0 104
split_gain=1.1217e-05 4.90264e-05 2.67394e-05 2.67833e-05 1.27141e-05 2.13243e-05 3.03728e-05 1.8233e-05 1.52161e-05 1.06998e-05 2.1279e-05 1.65416e-05 3.75136e-05 4.14115e-05 2.00589e-05 1.75765e-05 4.48749e-05 3.33694e-05 2.0747e-05 2.41791e-05 2.55476e-05 2.16034e-05 2.19721e-05 2.07109e-05 2.11957e-05 5.71596e-05 3.78517e-05 7.2594e-05 3.25217e-05 2.34334e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.010739999999999998 -0.08484499999999999 -0.068329999999999988 0.10467500000000002 0.09364500000000002 0.085835000000000009 -0.090344999999999995 0.23631000000000002 0.14786000000000002 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 0.15471500000000002 0.095485000000000014 -0.048674999999999989 -0.098399999999999974 0.086100000000000024 -0.26343999999999995 0.10041000000000001 -0.072684999999999986 -0.085064999999999988 -0.47181499999999993 0.11070500000000001 0.098150000000000015 0.10337500000000001 0.091200000000000017 0.062580000000000011 0.077525000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 6 8 -4 -6 10 11 12 -3 -14 15 17 -17 -15 19 -19 21 -21 -23 -24 28 26 27 -26 29 -25
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leaf_value=-1.8328911270752239e-05 0.00015389825192479686 0.00013090713561144765 7.9676278318012396e-05 -0.00017296921841556296 5.5365425776637325e-05 3.5511627037322333e-05 -0.00013695423934093146 -3.493984706596087e-05 -5.5768584934412503e-05 -6.7384841950906378e-05 8.2182779115669299e-05 -8.8245281949639329e-05 -0.00013684486369708215 -0.00010999521270975864 -9.0123084434405124e-05 -2.8956446833315288e-05 0.00016279959794622339 0.00010938305599016271 -9.972740728699138e-05 9.7270030512489666e-05 0.00011423943404224701 -9.9587027877780861e-05 8.7897407367428841e-05 1.3699439104286567e-07 -2.4227254372719374e-05 0.00019564427668228746 -7.4573405393440394e-05 0.00021224049479314999 -0.00011125130533602917 -9.7190188418608172e-05
leaf_weight=24 21 22 35 21 22 41 28 23 28 23 32 21 22 27 24 26 23 21 20 23 20 22 27 2362 37 20 34 20 27 25
leaf_count=24 21 22 35 21 22 41 28 23 28 23 32 21 22 27 24 26 23 21 20 23 20 22 27 2362 37 20 34 20 27 25
internal_value=0 1.65899e-06 -2.1664e-05 -9.04944e-05 -4.1648e-06 -2.28758e-05 -5.35667e-05 3.42251e-05 -6.86962e-06 5.48144e-07 1.09541e-06 1.76252e-07 8.3894e-07 -1.90376e-07 8.99689e-07 1.69872e-06 6.10515e-05 6.15558e-07 1.73914e-06 2.50841e-06 1.6508e-06 7.83734e-07 -7.84198e-08 7.79413e-07 -1.52146e-07 4.25747e-05 8.93303e-06 5.87439e-05 -2.1168e-06 -8.82352e-07
internal_weight=0 2899 222 45 177 119 78 58 50 2878 2855 2823 2802 2780 2758 2734 49 2685 2658 2638 2617 2597 2574 2552 2525 111 91 57 2414 2387
internal_count=3121 2899 222 45 177 119 78 58 50 2878 2855 2823 2802 2780 2758 2734 49 2685 2658 2638 2617 2597 2574 2552 2525 111 91 57 2414 2387
is_linear=0
shrinkage=0.1


Tree=3275
num_leaves=31
num_cat=0
split_feature=130 10 2 40 2 45 45 11 33 52 4 4 4 13 52 1455 15 1 42 3 15 0 3 15 2 15 393 133 43 1209
split_gain=1.07728e-05 2.59686e-05 3.02026e-05 2.26709e-05 2.71682e-05 1.87055e-05 1.19676e-05 7.56349e-05 2.46083e-05 1.26381e-05 3.99885e-05 0.000112215 9.75255e-05 8.25635e-05 9.93785e-05 5.13087e-05 3.01278e-05 5.77064e-05 9.91428e-05 6.80818e-05 4.21212e-05 3.07841e-05 6.82187e-05 4.95639e-05 7.96278e-05 7.23868e-05 2.85933e-05 2.71835e-05 3.35103e-05 2.67465e-05
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.091275000000000009 -0.081224999999999978 -0.082769999999999982 -0.079329999999999984 -0.080344999999999986 0.10347000000000002 -0.08045999999999999 0.11461000000000002 0.093890000000000015 0.089905000000000013 -0.067429999999999976 0.11171000000000002 -0.069954999999999976 -0.072624999999999981 -0.0058549999999999991 0.095040000000000013 0.093115000000000017 0.12069000000000002 0.085195000000000007 -0.080554999999999974 -0.087714999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 -7 -9 26 11 13 -12 -11 -15 -14 20 18 -18 -20 21 23 -23 27 25 -25 29 -17 -29 -10
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leaf_value=-7.3156488706445092e-05 -4.2306202106244327e-06 -0.00010413258399542732 0.00016747701811254957 -9.7049162905022966e-05 0.00011347639495700908 0.00019450721324574261 -5.5779961987929334e-05 -9.5648977299721012e-05 8.4846655059104365e-05 0.00012820173292766413 0.00017501451899685588 -0.00022791710646068226 -0.00015022479224717245 -0.00023848393681438884 2.48794898844177e-05 -2.1559301538934851e-05 0.00015861152755355256 0.00017669833157560788 -0.00017992127245163611 4.7771311074029654e-05 -0.0001507490407014054 0.00016739058277192366 -4.5986357896078018e-05 -0.00013237575115064307 -0.00025381694743243445 7.249537669421818e-05 0.00012286229932215065 0.00012916413177277498 -6.2163805945069399e-06 1.3003280859060851e-06
leaf_weight=20 21 21 20 20 21 20 38 27 39 30 30 31 25 23 38 132 27 25 29 24 22 29 31 35 21 34 20 33 41 2194
leaf_count=20 21 21 20 20 21 20 38 27 39 30 30 31 25 23 38 132 27 25 29 24 22 29 31 35 21 34 20 33 41 2194
internal_value=0 4.71821e-07 7.95292e-05 -5.87444e-07 1.2807e-07 -6.60636e-07 -1.76172e-08 6.98251e-07 -6.20178e-07 2.60625e-07 -1.19091e-05 -6.35991e-05 -1.8754e-07 -7.62261e-06 -7.44215e-05 -1.05341e-05 -3.30375e-06 4.40835e-05 2.64132e-06 -7.68152e-05 -1.64669e-05 -8.16853e-06 5.71458e-05 -2.14079e-05 -8.33163e-05 -3.14248e-05 3.82565e-06 5.6394e-06 5.4156e-05 2.75949e-06
internal_weight=0 3101 41 3060 3039 3018 2998 2960 2940 2913 660 122 538 91 61 508 483 105 80 53 378 356 60 296 90 69 2253 206 74 2233
internal_count=3121 3101 41 3060 3039 3018 2998 2960 2940 2913 660 122 538 91 61 508 483 105 80 53 378 356 60 296 90 69 2253 206 74 2233
is_linear=0
shrinkage=0.1


Tree=3276
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 2 13 130 4 4 11 9 33 9 2 0 9 123 44 158 151 133 475 160 475 151 43 15 49 13
split_gain=1.03167e-05 0.000306156 0.000180482 5.91995e-05 1.01124e-05 2.8761e-05 3.6388e-05 1.07689e-05 2.01345e-05 1.24329e-05 1.60619e-05 1.25658e-05 1.83491e-05 1.73288e-05 2.74271e-05 0.000227927 7.52784e-05 1.17022e-05 1.09268e-05 3.59443e-05 1.22836e-05 5.4785e-05 0.000123528 0.00010367 0.000153655 6.11779e-05 7.99601e-05 7.172e-05 5.6864e-05 4.08818e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.016569999999999994 0.080205000000000012 -0.0065549999999999992 -0.23123999999999997 0.62931500000000018 0.6227450000000001 -0.014494999999999999 -0.08619499999999998 0.085305000000000006 -0.036024999999999995 -1.0000000180025095e-35 -0.080119999999999983 0.092890000000000014 0.084880000000000025 0.099360000000000018 -0.47356499999999996 -0.078349999999999989 0.08622500000000001 -0.085684999999999997 -0.085764999999999994 -0.085734999999999992 -0.091649999999999995 -0.090299999999999991 -0.052074999999999989 -0.008964999999999999 -0.0095349999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 -6 9 10 -9 17 13 -13 15 -15 -17 -12 19 -16 21 22 -21 -23 -25 26 -24 29 -27 -28
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leaf_value=7.5196735809421106e-07 -0.00028691279539171691 0.0003839842746466665 0.00012733142818130243 -0.00018070200039801423 6.9205146560720603e-05 8.0642635587155977e-05 -6.5350007858605276e-05 -8.5733878222526982e-05 -7.5334052280595645e-05 7.8498553330064175e-05 0.00010977850215567742 -7.4306704711137091e-05 -8.7821413398122183e-05 0.00032331797591866792 0.00011913157466915435 -0.00016636522246439459 6.9936235485539125e-05 1.6016265544749331e-06 -6.0885261761238021e-05 0.00027547706922632643 -4.4035894644878228e-06 0.00011900829793541395 0.00011873584418416222 -0.00033352470614772756 -2.5110208335783163e-05 3.9162811619808926e-05 -9.7977050097176327e-05 -0.00019769877950466254 0.00021976405238423137 7.1636292244268895e-05
leaf_weight=178 22 21 24 20 22 31 38 22 36 20 20 31 24 23 25 28 26 20 30 21 2080 33 28 20 84 84 27 31 22 30
leaf_count=178 22 21 24 20 22 31 38 22 36 20 20 31 24 23 25 28 26 20 30 21 2080 33 28 20 84 84 27 31 22 30
internal_value=0 2.09291e-05 -1.57941e-06 -1.75767e-05 6.00222e-07 3.30384e-05 2.4089e-07 -4.82216e-07 -1.03669e-06 -5.65859e-08 -6.36543e-07 6.01978e-08 -7.8045e-07 1.59599e-08 9.0485e-07 5.96939e-05 -5.25904e-05 5.56901e-05 -8.95053e-07 -1.70825e-07 -1.38325e-06 1.51491e-05 4.36591e-05 -3.54195e-05 -8.44207e-05 2.17303e-05 -2.84513e-05 -7.52836e-05 7.66461e-05 -8.70687e-06
internal_weight=0 219 2902 198 2880 93 69 2787 2765 2729 2709 2687 2647 2623 2592 77 54 40 2515 2485 2460 380 243 137 104 222 116 88 106 57
internal_count=3121 219 2902 198 2880 93 69 2787 2765 2729 2709 2687 2647 2623 2592 77 54 40 2515 2485 2460 380 243 137 104 222 116 88 106 57
is_linear=0
shrinkage=0.1


Tree=3277
num_leaves=31
num_cat=0
split_feature=1204 132 15 132 50 43 130 40 10 1 4 34 13 4 34 9 0 2 0 2 4 0 43 0 13 43 1213 13 1210 42
split_gain=1.13236e-05 1.72198e-05 0.000400518 0.000155013 4.07292e-05 1.19612e-05 1.07636e-05 2.34867e-05 1.08872e-05 7.29355e-05 2.73374e-05 2.48744e-05 8.89358e-05 2.32072e-05 2.13799e-05 1.84473e-05 5.27536e-05 2.15493e-05 1.30826e-05 2.84707e-05 2.273e-05 5.10213e-05 1.99731e-05 6.47869e-05 3.33025e-05 2.92439e-05 7.30641e-05 0.000116728 5.09043e-05 2.77247e-05
threshold=0.057120000000000011 -0.083284999999999984 0.091915000000000011 -0.066044999999999979 0.09227500000000001 0.31463000000000002 -0.22699999999999995 -0.23755499999999996 -0.011559999999999999 0.093400000000000025 0.41555500000000006 -0.057544999999999992 -0.0082249999999999979 -0.0043399999999999992 -0.085739999999999983 0.088235000000000022 -0.0058249999999999994 -0.045829999999999989 0.13134000000000004 0.10527500000000002 -0.50940999999999981 0.041630000000000007 0.084740000000000024 -0.11437499999999999 -0.011914999999999999 0.055925000000000009 -0.0057349999999999996 -0.073839999999999975 0.15724500000000002 0.091465000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 -5 -8 9 -9 13 12 14 -11 -10 17 -17 -13 20 -20 21 -19 25 -24 29 28 -27 -28 -22 -25
right_child=-2 3 -4 5 -6 -7 7 8 11 10 -12 15 -14 -15 -16 16 -18 18 19 -21 22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=-1.3335172174735025e-06 -6.4479867298225022e-05 -0.00027211123514072304 0.00043156360380552624 -6.409285663092026e-05 -0.00013888116425368936 6.8089848187250583e-05 9.9047507832968523e-05 -0.00019853623872179363 -9.4606925704283635e-05 -1.3411767687775075e-05 -5.7133892987621948e-05 9.1096078568415794e-05 0.00023676945860643176 0.00012577508215326816 5.1611730114018429e-05 -0.00018275909604199115 4.6922504907342955e-05 3.6911994281278268e-05 0.00011401660638512113 -2.7528209196774427e-05 1.7841417647960698e-06 -0.00016528218083504517 -0.00020287792735416586 6.2932142972621711e-05 -0.00012895241961814464 -3.8262455037068159e-05 0.00032743692929216195 -2.8892218957164168e-06 -0.0001315775475726194 -3.5835215433811149e-05
leaf_weight=155 27 21 22 26 25 26 24 21 20 23 35 26 20 25 20 20 20 24 30 27 2193 26 20 54 20 39 20 23 29 60
leaf_count=155 27 21 22 26 25 26 24 21 20 23 35 26 20 25 20 20 20 24 30 27 2193 26 20 54 20 39 20 23 29 60
internal_value=0 5.62683e-07 2.87905e-05 -1.40897e-06 -2.04374e-05 5.71091e-07 -4.59526e-08 5.4476e-07 -3.01059e-07 -3.20485e-05 1.00749e-05 9.25894e-07 6.45914e-05 5.90814e-05 -2.14976e-05 -5.26e-07 -6.79183e-05 5.14406e-07 -4.03771e-07 4.69691e-05 -1.48043e-06 -6.8229e-05 -1.22644e-07 -3.49895e-05 -9.93153e-06 2.20787e-06 6.08543e-05 0.000150751 4.35977e-08 1.09493e-05
internal_weight=0 3094 202 2892 180 2871 2845 2819 2795 104 83 2691 60 48 40 2631 40 2591 2565 57 2508 50 2458 154 134 2304 82 43 2222 114
internal_count=3121 3094 202 2892 180 2871 2845 2819 2795 104 83 2691 60 48 40 2631 40 2591 2565 57 2508 50 2458 154 134 2304 82 43 2222 114
is_linear=0
shrinkage=0.1


Tree=3278
num_leaves=31
num_cat=0
split_feature=132 399 1203 393 133 130 130 1185 129 394 133 403 2 403 403 0 0 12 2 13 48 51 13 3 51 151 160 52 52 51
split_gain=1.20142e-05 7.32972e-05 6.25704e-05 1.57633e-05 3.89648e-05 1.341e-05 2.8615e-05 1.39975e-05 1.96824e-05 1.87158e-05 1.62888e-05 1.36186e-05 8.79373e-05 1.97798e-05 1.28923e-05 1.12363e-05 1.08086e-05 2.37481e-05 2.27973e-05 2.53679e-05 1.53641e-05 1.01846e-05 4.35167e-05 5.29008e-05 3.03034e-05 2.94472e-05 3.15911e-05 0.000115868 6.21454e-05 4.49525e-05
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.092175000000000021 -0.020859999999999997 -0.22699999999999995 -0.09163499999999998 0.085905000000000009 -0.077709999999999987 -0.10499499999999999 -0.0054649999999999985 -0.5492149999999999 0.083715000000000026 -0.53762499999999991 -0.52641999999999989 -0.098289999999999975 -0.087084999999999982 0.11418000000000002 0.085235000000000019 -0.013634999999999998 0.086035000000000014 0.082455000000000014 0.10002500000000002 -0.16186999999999999 0.045645000000000005 -0.088279999999999983 0.081905000000000019 -0.080114999999999978 -0.078224999999999975 0.092790000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 15 5 -5 -2 -7 8 -8 -10 -9 12 -11 -13 -15 -1 20 18 -18 -20 -17 24 23 -23 -16 -25 28 -28 -27 -30
right_child=1 -3 -4 4 -6 6 7 10 9 11 -12 13 -14 14 21 16 17 -19 19 -21 -22 22 -24 25 -26 26 27 -29 29 -31
leaf_value=-6.4209573871007051e-05 -7.3675376794805442e-05 0.00013966441101729288 -0.00019124203303363176 -0.00015683475711349666 3.819619065325242e-05 0.00011499264444203371 -7.7264281174972314e-05 9.6449848706470226e-05 9.4472843158568842e-05 0.00021381923710578124 -1.5327873287870634e-05 -8.341719485229236e-05 -5.6885563244577499e-05 5.9056492197366121e-05 -2.5573175614770427e-06 9.2235982758990899e-05 -4.8807263182856044e-05 -9.8685453151119867e-05 -3.8756062340326023e-05 0.00010170967361773365 -2.0916292452879826e-05 -0.00014899375733615932 0.00014692981488263721 0.00012638700779709987 -0.00010547571433437106 0.00013146153568496547 -0.00018589988313204447 6.8207203290321079e-05 -0.00010090772512840987 2.1119670039681717e-05
leaf_weight=28 24 38 20 21 20 22 33 32 21 20 22 29 30 36 2123 28 38 25 20 36 21 21 23 22 29 44 34 38 36 187
leaf_count=28 24 38 20 21 20 22 33 32 21 20 22 29 30 36 2123 28 38 25 20 36 21 21 23 22 29 44 34 38 36 187
internal_value=0 1.69182e-06 -2.27534e-05 -1.36902e-07 -6.16977e-05 7.56231e-07 1.39376e-06 4.94777e-07 -5.03926e-07 4.36694e-07 5.09108e-05 -3.02362e-07 5.13964e-05 -1.28823e-06 -3.69699e-07 -5.56065e-06 4.21417e-06 -1.20621e-05 1.09761e-05 5.15433e-05 4.37422e-05 -1.20636e-06 1.33415e-05 5.29825e-06 -3.94423e-06 1.42737e-05 6.99789e-06 -5.17878e-05 2.28502e-05 1.42018e-06
internal_weight=0 2905 216 2867 41 2826 2802 2780 2726 2693 54 2672 50 2622 2593 196 168 119 94 56 49 2557 405 382 2152 361 339 72 267 223
internal_count=3121 2905 216 2867 41 2826 2802 2780 2726 2693 54 2672 50 2622 2593 196 168 119 94 56 49 2557 405 382 2152 361 339 72 267 223
is_linear=0
shrinkage=0.1


Tree=3279
num_leaves=31
num_cat=0
split_feature=132 132 0 130 403 133 2 52 132 0 480 160 480 471 1212 1212 1212 160 3 16 1213 43 13 129 1447 13 403 133 1210 483
split_gain=1.09115e-05 3.70238e-05 3.54406e-05 2.92084e-05 2.81348e-05 4.94789e-05 3.3187e-05 4.72906e-05 2.14929e-05 2.34727e-05 1.63952e-05 5.5966e-05 3.44649e-05 1.73165e-05 1.54886e-05 8.0279e-05 6.38215e-05 4.62543e-05 3.16571e-05 5.8262e-05 5.18092e-05 3.38561e-05 4.66004e-05 2.9001e-05 2.40431e-05 6.35671e-05 3.57547e-05 8.71472e-05 4.43841e-05 2.92302e-05
threshold=0.093160000000000007 0.090050000000000005 -0.081304999999999975 0.092225000000000015 -0.088584999999999983 0.31326500000000007 0.082850000000000021 0.077655000000000016 0.10240500000000001 -0.078244999999999995 0.11191000000000002 -0.52336499999999997 0.10344000000000002 0.10277000000000001 0.087505000000000013 0.086920000000000011 0.08815000000000002 -0.014214999999999998 -0.082689999999999986 -0.079734999999999986 -0.082414999999999974 -0.0090299999999999981 -0.069964999999999986 0.091115000000000015 -0.086359999999999978 -0.081829999999999986 -0.54856499999999986 0.40304500000000004 -0.3960249999999999 0.087440000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 5 -2 -6 8 -8 -10 12 -12 13 14 15 24 -16 -18 19 23 -20 -22 -23 -19 25 29 27 -26 -28 -1
right_child=3 2 -4 -5 6 -7 7 -9 9 -11 11 -13 -14 -15 16 -17 17 18 20 -21 21 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-6.6153571140148415e-05 -0.00017795641781049199 -6.6686516220215708e-07 -0.00018666883295823244 0.00011522752420519126 -4.9048172982760923e-05 1.9214291553778044e-05 9.433294174959884e-05 0.00018585226028638622 5.2740582468686625e-05 -0.00010046729985333514 0.00015641393274563599 -6.3076020067109355e-05 -0.00010966243988087658 8.6329051555367187e-05 0.00018570310454709796 -0.00018910003559342484 -0.00011301162880304869 6.7366669869369045e-05 -0.00015834856661967934 0.00021318835082898398 0.00013429238315438853 -8.6599922950562035e-05 9.0133947087451811e-05 -6.8749813489494451e-05 -0.00024801995086136234 0.00019277464383302015 0.00014331989539944818 2.5288723554695026e-05 -2.7050557989832033e-06 8.795537243713626e-05
leaf_weight=32 20 20 21 29 35 35 25 24 20 20 26 21 29 23 22 23 28 49 20 21 20 37 25 23 20 23 21 28 2361 20
leaf_count=32 20 20 21 29 35 35 25 24 20 20 26 21 29 23 22 23 28 49 20 21 20 37 25 23 20 23 21 28 2361 20
internal_value=0 -1.58e-06 -9.59362e-05 2.21275e-05 7.0443e-06 -5.24841e-05 3.3448e-05 6.58904e-05 2.15968e-05 -2.38634e-05 -2.32992e-07 5.8344e-05 -1.20755e-06 -8.26571e-08 -7.99379e-07 -3.126e-06 2.32075e-05 7.17659e-06 2.44344e-05 6.66309e-05 -1.40389e-05 2.11585e-05 -1.53363e-05 2.3885e-05 -1.41845e-06 5.43468e-05 -3.1396e-06 -8.85899e-05 -1.41768e-06 -6.8809e-06
internal_weight=0 2913 41 208 179 55 124 89 65 40 2872 47 2825 2796 2773 2528 245 223 195 93 102 82 62 72 2505 75 2430 48 2382 52
internal_count=3121 2913 41 208 179 55 124 89 65 40 2872 47 2825 2796 2773 2528 245 223 195 93 102 82 62 72 2505 75 2430 48 2382 52
is_linear=0
shrinkage=0.1


Tree=3280
num_leaves=31
num_cat=0
split_feature=1373 457 49 1348 457 151 2 2 1374 1186 132 12 394 151 15 129 129 16 403 1213 160 43 1 1 3 52 52 0 0 3
split_gain=1.00204e-05 2.18463e-05 4.95929e-05 2.80424e-05 1.18102e-05 3.92719e-05 1.03662e-05 8.70189e-05 6.87821e-05 5.61903e-05 4.30047e-05 0.000473957 0.000369165 4.97047e-05 4.14418e-05 3.81232e-05 4.43783e-05 3.86126e-05 7.81392e-05 6.00199e-05 0.000144417 5.49592e-05 0.000114084 0.00030732 0.000172758 8.85973e-05 0.00014056 5.80391e-05 0.000183996 0.000179378
threshold=-1.0000000180025095e-35 0.11612500000000002 -0.046979999999999987 -0.047944999999999995 0.091495000000000007 -0.077959999999999988 0.087625000000000022 0.087415000000000007 0.086000000000000007 -0.095479999999999982 -0.083284999999999984 0.091840000000000019 0.0034050000000000005 -0.14960499999999996 0.084905000000000022 0.10311000000000002 0.08956500000000002 -0.079504999999999978 -0.52917499999999984 0.0036000000000000003 -0.014869999999999998 -0.0084099999999999991 0.09202500000000001 0.086560000000000012 -0.065819999999999976 0.0031350000000000002 -0.012164999999999999 -0.082394999999999982 -0.080499999999999988 -0.078584999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 7 8 9 -5 11 14 13 -12 -11 16 17 18 -15 21 -21 27 23 25 -24 26 -23 29 -29 -19
right_child=1 2 -4 4 5 -7 -8 -9 -10 10 12 -13 -14 15 -16 -17 -18 19 -20 20 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-6.1821558595581279e-05 -0.00011853473005430716 -3.0491774833762977e-05 0.00017736867599027888 0.00016294052428830503 0.00010929553135537317 -5.1074641277619568e-05 -6.1504911765807215e-06 0.00015492840810973002 -0.0001699695578756054 4.6530832166307986e-07 0.00015689686939974006 0.00050037891924148425 -0.00039176280261017383 0.00021736538343247958 -0.00016034889898616133 0.00013514982454667222 -0.00014846887093881379 -3.0727007006134956e-05 1.5242627162865262e-05 8.8915317643444396e-05 -0.00023804965031396413 1.8605448558721974e-05 2.8498907881190203e-05 -0.0003671972776646726 0.00039692605641903359 -8.2989839371293785e-05 0.00035457301622955129 0.00029164426946192096 -1.708796125587096e-05 -0.00034837444116419652
leaf_weight=26 20 24 22 22 37 26 1588 38 23 59 21 20 24 20 22 21 20 160 438 22 35 33 35 20 20 25 20 21 239 20
leaf_count=26 20 24 22 22 37 26 1588 38 23 59 21 20 24 20 22 21 20 160 438 22 35 33 35 20 20 25 20 21 239 20
internal_value=0 5.1934e-07 6.89197e-05 -5.12611e-07 2.6667e-07 4.3111e-05 -6.43375e-07 5.703e-06 1.47123e-06 4.46526e-06 1.77302e-06 6.44293e-05 -3.52705e-06 4.43676e-06 -4.32126e-05 1.65028e-06 -8.35081e-07 1.82979e-06 2.40689e-05 -1.38403e-05 -0.000111853 -4.41918e-06 4.72074e-05 -1.74822e-05 0.000162472 7.21884e-05 0.000145386 -2.23711e-05 7.8481e-06 -6.60212e-05
internal_weight=0 3095 46 3049 3029 63 2966 1378 1340 1317 1295 101 1194 1170 81 1149 1128 1108 458 650 57 593 153 98 55 78 53 440 260 180
internal_count=3121 3095 46 3049 3029 63 2966 1378 1340 1317 1295 101 1194 1170 81 1149 1128 1108 458 650 57 593 153 98 55 78 53 440 260 180
is_linear=0
shrinkage=0.1


Tree=3281
num_leaves=31
num_cat=0
split_feature=132 399 1203 1211 1212 4 42 0 1211 401 2 133 1210 2 1208 403 15 1209 1210 1213 43 1212 1210 400 1212 1185 1185 394 1186 403
split_gain=1.28328e-05 5.98628e-05 4.83478e-05 1.19502e-05 5.67153e-05 2.36592e-05 6.54803e-05 1.99836e-05 1.5512e-05 1.31114e-05 3.82427e-05 2.86048e-05 1.67121e-05 4.69354e-05 1.99971e-05 1.94685e-05 9.51631e-05 3.54405e-05 1.43688e-05 8.44211e-05 0.000116365 2.93722e-05 2.44434e-05 1.61764e-05 1.64064e-05 2.36181e-05 2.51134e-05 1.72215e-05 2.15697e-05 1.52265e-05
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.091735000000000011 0.08468500000000001 -0.076229999999999978 0.09858500000000002 -0.082284999999999983 0.086285000000000014 -0.06959499999999999 0.091895000000000018 0.51114000000000004 0.0028200000000000005 0.090425000000000019 0.098655000000000007 -0.5335399999999999 0.087575000000000014 -0.089214999999999989 -0.065674999999999983 -0.087969999999999979 -0.010739999999999998 0.087505000000000013 -0.051429999999999997 -0.070649999999999991 0.097595000000000015 0.088895000000000016 1.0000000180025095e-35 -0.10421499999999999 0.089315000000000019 -0.14669999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 8 -5 6 7 -6 9 10 -2 12 14 -14 15 16 -11 -17 19 -19 21 -21 -20 -24 25 26 27 -25 29 -29
right_child=1 -3 -4 4 5 -7 -8 -9 -10 11 -12 -13 13 -15 -16 17 -18 18 22 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-8.4029349751540854e-06 -4.5615449271281252e-05 0.00012643728968166551 -0.0001716224652773235 -0.0001758126489056105 2.9849447563047643e-05 -8.2690866996847981e-05 0.00018529537541326138 -0.0001068266485708591 8.912156412407058e-05 -0.00010816581256221981 0.00014345752973420769 -8.6289296220791968e-05 -2.154228588753742e-05 0.00015478039131266996 -8.9139719893864831e-05 -0.00011041758640705415 0.00017161859103643725 -0.00010962337589632996 -0.00011081361037213356 8.8089482001536953e-05 0.00028805905815467917 -7.5317861575802629e-05 8.9757700425252562e-05 -8.5629541907413423e-05 7.8439894787152303e-05 -9.811276210530196e-05 0.00011117948008177337 -5.6005045542406153e-05 9.8062238314675852e-05 -1.9467814215763831e-07
leaf_weight=196 20 38 20 22 23 23 20 20 20 20 23 38 36 26 25 29 31 27 20 22 22 22 20 24 26 25 20 50 22 2191
leaf_count=196 20 38 20 22 23 23 20 20 20 20 23 38 36 26 25 29 31 27 20 22 22 22 20 24 26 25 20 50 22 2191
internal_value=0 1.74852e-06 -2.35159e-05 9.58571e-08 -3.25357e-05 4.11653e-06 3.58081e-05 -3.37208e-05 1.37321e-06 7.32474e-07 5.55166e-05 -1.41308e-07 1.0903e-06 5.23995e-05 -1.35108e-07 7.30358e-07 6.18992e-05 -5.07583e-07 7.7198e-07 3.93381e-05 0.000100277 6.38581e-06 -7.23704e-07 2.02199e-07 -5.57389e-07 -1.43815e-06 -3.90525e-07 -1.36621e-06 -4.72569e-07 -1.43989e-06
internal_weight=0 2905 216 2867 108 86 63 43 2759 2739 43 2696 2658 62 2596 2571 51 2520 2491 93 66 44 2398 2378 2358 2332 2307 2287 2263 2241
internal_count=3121 2905 216 2867 108 86 63 43 2759 2739 43 2696 2658 62 2596 2571 51 2520 2491 93 66 44 2398 2378 2358 2332 2307 2287 2263 2241
is_linear=0
shrinkage=0.1


Tree=3282
num_leaves=31
num_cat=0
split_feature=34 1 33 10 48 132 132 130 402 12 2 13 43 45 142 480 133 480 481 1447 4 52 52 13 483 482 13 43 3 3
split_gain=1.07912e-05 5.69256e-05 4.82702e-05 3.10012e-05 1.23524e-05 1.20986e-05 3.30072e-05 2.23858e-05 2.80094e-05 2.27734e-05 5.50325e-05 4.99002e-05 2.49874e-05 1.73501e-05 2.01644e-05 1.50352e-05 4.86109e-05 2.74703e-05 1.76521e-05 9.26639e-05 8.40883e-05 1.86712e-05 9.22732e-05 3.40273e-05 4.09172e-05 7.6206e-05 6.01182e-05 9.09556e-05 0.000105935 5.41834e-05
threshold=-0.057544999999999992 0.099400000000000002 -1.0000000180025095e-35 -0.0087699999999999983 0.081805000000000017 0.093160000000000007 0.090050000000000005 0.092225000000000015 0.090045000000000014 0.086565000000000017 0.082850000000000021 -0.0044799999999999987 -0.078469999999999984 0.094030000000000016 -1.0000000180025095e-35 0.11191000000000002 0.076280000000000014 0.10344000000000002 -0.086484999999999992 -0.085684999999999997 -0.050494999999999991 0.096795000000000006 0.10160000000000001 -0.097224999999999992 0.098395000000000024 0.11191500000000001 0.24394000000000002 -0.11008499999999999 -0.087429999999999994 -0.083654999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 6 13 8 9 11 -11 -7 -12 14 -4 17 -17 18 19 -16 -21 -20 -23 -24 26 -26 27 -25 -29 -30
right_child=2 3 5 -5 -6 7 -8 -9 -10 10 12 -13 -14 -15 15 16 -18 -19 21 20 -22 22 23 24 25 -27 -28 28 29 -31
leaf_value=0.00017879521755752477 -0.00015594117838190868 5.0934260658463107e-06 9.7958687443419233e-05 -7.065329904994891e-05 0.00010962633321469184 -3.9132275497681335e-06 -9.6916264050782452e-05 0.0001048443577521288 -9.0358209185599972e-05 -0.00012671023899971402 -9.718208358629833e-06 0.00019849479251119888 0.00010718536957001287 -7.1532688886744678e-05 0.00018333601727781276 -3.389028260454115e-05 0.00017347876586427447 -9.8187797065575394e-05 2.3597561405391314e-06 -0.00015614306520157179 8.1152417489960271e-05 -0.00018926060050337886 6.8757059731675937e-05 0.0001567074151319469 0.00020098637045442089 -4.4674936024031402e-05 -0.00019376864298205224 -0.00019857984763802959 0.00012341967144143733 -2.8093766489689644e-05
leaf_weight=21 20 26 21 39 20 29 36 29 24 26 41 21 33 34 31 26 20 29 2038 28 32 30 51 27 23 28 21 35 26 256
leaf_count=21 20 26 21 39 20 29 36 29 24 26 41 21 33 34 31 26 20 29 2038 28 32 30 51 27 23 28 21 35 26 256
internal_value=0 3.13602e-05 -1.10255e-06 -5.06498e-06 5.05425e-05 -6.85673e-08 -1.78236e-06 2.35025e-05 9.94549e-06 2.59941e-05 -1.55796e-06 8.10981e-05 4.24145e-05 -5.39686e-07 3.47075e-07 -4.11846e-07 5.62702e-05 -1.39391e-06 -3.24972e-07 4.29482e-05 -2.95855e-05 -1.87837e-06 -1.92572e-05 -8.33625e-06 -1.77876e-05 6.61135e-05 -2.95108e-05 -1.94834e-05 -3.44902e-05 -1.41244e-05
internal_weight=0 106 3015 85 46 2995 2792 203 174 150 100 50 74 2756 2722 2701 46 2655 2626 91 60 2535 497 467 416 51 365 344 317 282
internal_count=3121 106 3015 85 46 2995 2792 203 174 150 100 50 74 2756 2722 2701 46 2655 2626 91 60 2535 497 467 416 51 365 344 317 282
is_linear=0
shrinkage=0.1


Tree=3283
num_leaves=31
num_cat=0
split_feature=130 40 4 10 16 15 33 484 484 484 150 151 2 16 160 16 159 49 480 1447 481 1447 484 1447 42 13 45 0 0 52
split_gain=1.01748e-05 2.25123e-05 1.45456e-05 1.21906e-05 6.06248e-05 8.95311e-05 3.18926e-05 1.34369e-05 0.000141824 6.58727e-05 4.52518e-05 5.30276e-05 4.80789e-05 6.1189e-05 2.19261e-05 4.45374e-05 2.03891e-05 3.12482e-05 1.59896e-05 1.74069e-05 0.000177364 0.000125158 8.60517e-05 5.29912e-05 3.87097e-05 1.92643e-05 2.4911e-05 2.04194e-05 5.37047e-05 4.89562e-05
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 -0.10324499999999999 -1.0000000180025095e-35 0.085790000000000019 0.08660000000000001 0.085435000000000025 0.10874500000000002 -0.098364999999999994 0.11362000000000001 0.26676500000000009 -0.078564999999999982 -0.0048099999999999992 -0.012679999999999999 -1.0000000180025095e-35 -0.095389999999999989 -0.086279999999999982 -0.086219999999999977 -0.085684999999999997 -0.081614999999999979 -0.08477999999999998 0.086950000000000013 -0.53104499999999988 0.094030000000000016 -0.14226499999999997 -0.14051499999999997 -0.080114999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -5 9 -9 18 11 -10 13 14 15 16 -13 -18 -8 20 -20 -21 -22 -23 -24 -25 27 29 -29 -27
right_child=1 2 -4 6 -6 -7 7 8 10 -11 -12 12 -14 -15 -16 -17 17 -19 19 21 22 23 24 25 -26 26 -28 28 -30 -31
leaf_value=6.6266442919858605e-05 -0.00010624397460333058 -0.00022625538066287326 7.068259861814019e-05 0.00010887964062594282 7.4121533543802798e-05 8.1205712726491946e-06 8.7438277634126801e-05 -0.00027767411693275791 -0.0001559626270136505 0.00017835268583786231 0.00012645362041621412 2.5333507174040354e-05 -0.00010892166180971853 0.00016943318708702768 -7.1721543333426644e-05 0.00011196189716429218 1.5824797314549371e-05 -0.0001527203468289041 -0.00030488805559798494 0.00024443177895764598 0.00020220536165046121 -0.00016284561490465422 -0.00013745300885520092 8.9743489949493477e-05 5.235869944694319e-05 -3.900912450734285e-05 -9.959765197709204e-05 -0.00016169499167950738 -9.8613934195233318e-07 5.3481647507093541e-05
leaf_weight=23 20 28 29 27 34 39 21 20 24 21 25 49 34 24 35 36 22 22 20 21 21 20 22 24 21 81 25 21 2117 195
leaf_count=23 20 28 29 27 34 39 21 20 24 21 25 49 34 24 35 36 22 22 20 21 21 20 22 24 21 81 25 21 2117 195
internal_value=0 -4.91964e-07 1.95183e-07 -4.75245e-07 -3.46368e-05 -8.98276e-05 6.95148e-07 -3.04846e-07 -2.06947e-05 1.95122e-06 -1.72948e-06 -1.47562e-05 5.09342e-07 2.03001e-05 -1.5243e-06 1.75215e-05 -1.90361e-05 -6.84478e-05 5.31357e-07 -1.73839e-07 -4.4951e-05 1.32827e-06 3.62794e-05 -7.27781e-07 -4.47543e-05 5.88645e-07 -2.88647e-07 7.39822e-07 -2.56466e-06 2.63376e-05
internal_weight=0 3098 3078 3049 101 67 2948 2921 291 2630 271 246 222 188 164 129 93 44 2609 2588 84 2504 64 2483 43 2463 2439 2414 2138 276
internal_count=3121 3098 3078 3049 101 67 2948 2921 291 2630 271 246 222 188 164 129 93 44 2609 2588 84 2504 64 2483 43 2463 2439 2414 2138 276
is_linear=0
shrinkage=0.1


Tree=3284
num_leaves=31
num_cat=0
split_feature=44 46 1429 156 11 52 52 1 0 1428 475 157 160 51 157 4 151 148 148 1429 151 48 457 151 448 48 151 34 39 10
split_gain=9.66936e-06 2.69036e-05 1.65863e-05 4.1503e-05 1.8601e-05 4.49453e-05 2.98021e-05 4.37711e-05 4.56738e-05 1.55294e-05 1.96102e-05 1.45344e-05 8.28577e-05 0.000153513 7.63055e-05 6.54662e-05 3.31484e-05 2.39228e-05 2.54724e-05 1.46766e-05 1.39359e-05 4.40709e-05 6.12881e-05 2.60018e-05 1.83189e-05 2.57833e-05 4.68028e-05 1.93318e-05 7.73963e-05 9.42988e-05
threshold=0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.095720000000000013 -0.090859999999999982 -0.55692499999999978 0.10325000000000002 -0.014954999999999998 -0.071779999999999997 0.055635000000000011 -0.087424999999999989 -0.089549999999999991 -0.0078149999999999973 -0.086394999999999986 -0.0047449999999999992 -0.52488999999999986 -0.10069499999999999 -0.084449999999999983 -0.03528499999999999 -0.088279999999999983 0.086665000000000006 0.084040000000000017 -0.08688499999999999 -0.079499999999999987 -0.075224999999999986 -0.072119999999999976 -0.057544999999999992 0.089790000000000023 -0.011239999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 8 -4 -8 11 12 15 -14 -13 -11 -16 -18 -19 -20 21 22 -21 -22 -25 26 -26 28 29 -27
right_child=1 -3 3 -5 5 -7 9 -9 -10 10 -12 14 13 -15 16 -17 17 18 19 20 23 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-9.1465453515411361e-05 0.00013311876053194284 -1.8737143753761696e-05 9.5866630055332702e-05 0.00014348013675771654 -0.00016999784020299558 8.759235611367517e-06 -8.522323544391177e-05 0.00016723918650733628 -9.9907943250860331e-05 -3.7959721122470298e-05 6.9542027463634996e-05 0.00017345413510338404 -0.00034453036036211418 4.6218135406995907e-06 -0.000112305238872068 0.00019409899678066723 9.6418530942173674e-05 -8.9172519007909369e-05 -7.2775688681758763e-05 1.2218941801141852e-05 -0.00010751826402670502 -2.3067496150101111e-05 0.00021382175842882134 8.4468769433442502e-05 -0.00016961550909763901 -1.2526241810589383e-05 2.2014797538689054e-05 -1.716422861070705e-06 -9.1187985253782253e-05 0.00025948160141706469
leaf_weight=20 20 28 26 20 22 39 22 26 22 31 39 25 20 34 27 20 25 33 28 38 23 70 25 25 25 26 26 2285 26 25
leaf_count=20 20 28 26 20 22 39 22 26 22 31 39 25 20 34 27 20 25 33 28 38 23 70 25 25 25 26 26 2285 26 25
internal_value=0 4.45361e-05 -6.95652e-07 -1.01025e-07 -1.04782e-06 -5.57105e-05 7.41283e-08 6.27402e-05 6.13662e-06 -1.52604e-06 -8.85798e-07 -1.85396e-06 -3.83642e-05 -0.000124694 -4.50753e-07 5.30437e-05 -2.05682e-06 -9.46108e-07 -1.86291e-06 -7.6405e-07 1.32533e-08 3.15424e-05 9.22201e-05 -1.69068e-06 -6.92305e-07 -1.57462e-06 -7.19216e-05 -5.56969e-08 4.92269e-05 0.000120811
internal_weight=0 48 3073 3053 3033 61 2972 74 48 2898 2876 2837 105 54 2732 51 2707 2680 2655 2622 2594 133 63 2461 2438 2413 51 2362 77 51
internal_count=3121 48 3073 3053 3033 61 2972 74 48 2898 2876 2837 105 54 2732 51 2707 2680 2655 2622 2594 133 63 2461 2438 2413 51 2362 77 51
is_linear=0
shrinkage=0.1


Tree=3285
num_leaves=31
num_cat=0
split_feature=33 47 47 9 16 47 131 1209 132 1203 1185 2 1208 403 3 402 1453 3 1 3 1 3 40 4 48 47 43 47 47 12
split_gain=1.09195e-05 1.0954e-05 6.95403e-05 4.90701e-05 0.000125675 2.38977e-05 2.43095e-05 2.12243e-05 2.02519e-05 0.00036598 0.000153148 5.12885e-05 1.84157e-05 1.80613e-05 0.000148472 3.64111e-05 1.75866e-05 2.86737e-05 3.82871e-05 6.40122e-05 3.40038e-05 2.10815e-05 3.55003e-05 4.30165e-05 2.46379e-05 1.85879e-05 1.74282e-05 1.71348e-05 2.14342e-05 2.39065e-05
threshold=-0.009184999999999997 0.094160000000000008 0.096475000000000019 0.087755000000000014 -0.087484999999999993 0.091340000000000018 0.13767000000000004 0.14268500000000003 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.083865000000000009 0.10480500000000002 -0.53960999999999981 -0.085709999999999995 0.13924000000000003 -1.0000000180025095e-35 -0.073884999999999992 0.096325000000000008 -0.07908999999999998 0.089935000000000015 0.099930000000000005 -0.012109999999999998 0.042705000000000007 0.13252500000000003 0.10728500000000002 -0.084999999999999978 0.087885000000000019 0.079365000000000005 0.084535000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 7 8 9 11 -10 -2 13 14 -12 27 -4 18 20 -20 25 22 -19 -24 -23 26 -18 28 -15 -30
right_child=1 2 16 4 -6 -7 -8 -9 10 -11 12 -13 -14 15 -16 -17 17 21 19 -21 -22 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.9054483896151428e-05 -0.00015916759611255576 0.00019400011984717347 9.635803478886374e-05 1.5911307850360205e-05 -0.00029522219684622545 0.00010940209744148889 -0.00010268121150938501 0.00010319669978343882 -0.0002782103985913409 0.00043577015516348182 -0.00015336578653659674 4.6924142614067216e-06 -7.0372225230597475e-05 5.6837701679946674e-07 0.00018296973366107393 -9.9036771791508881e-05 -5.018205411033705e-06 -1.9687893784846115e-05 -3.2295552470410865e-06 -0.00022496998584677427 0.00011574455526318741 -6.2908786389311282e-05 3.6277065184549434e-05 0.00023303788591874766 6.2725728174781479e-05 3.5207327060301656e-05 -0.00013703398622055829 -6.8482461668151841e-05 -8.145593228223532e-06 0.00013059307144700413
leaf_weight=31 22 21 20 37 20 20 23 20 20 20 21 145 37 2227 35 37 20 28 30 23 22 37 25 20 27 28 20 35 23 27
leaf_count=31 22 21 20 37 20 20 23 20 20 20 21 145 37 2227 35 37 20 28 30 23 22 37 25 20 27 28 20 35 23 27
internal_value=0 5.9245e-07 1.80794e-05 -1.43475e-06 -9.32583e-05 4.95168e-07 -3.13947e-07 5.68199e-07 -2.06649e-07 3.15193e-05 -2.61638e-06 -1.68939e-05 -3.59263e-07 7.1786e-07 5.68439e-05 -6.20182e-07 5.765e-06 -7.05935e-07 -3.20284e-05 -9.94565e-05 7.67935e-06 3.19883e-05 6.87181e-05 0.000123726 -9.90673e-06 -2.72829e-05 -7.10261e-05 9.54824e-07 2.02215e-06 6.67733e-05
internal_weight=0 3090 321 2769 57 2712 2692 2669 2649 187 2462 167 2442 2405 56 2349 300 280 143 53 90 137 73 45 64 68 40 2312 2277 50
internal_count=3121 3090 321 2769 57 2712 2692 2669 2649 187 2462 167 2442 2405 56 2349 300 280 143 53 90 137 73 45 64 68 40 2312 2277 50
is_linear=0
shrinkage=0.1


Tree=3286
num_leaves=31
num_cat=0
split_feature=132 1185 1203 4 15 52 133 0 16 0 131 131 43 131 1456 483 43 12 129 52 131 132 160 160 159 34 10 11 1 131
split_gain=1.24258e-05 6.52515e-05 6.25691e-05 9.73263e-06 2.0241e-05 1.35479e-05 1.46758e-05 1.02847e-05 1.84262e-05 1.82887e-05 9.48363e-06 7.92662e-05 0.000194449 6.92244e-05 3.51381e-05 3.51862e-05 2.35142e-05 3.35792e-05 3.02674e-05 2.69808e-05 5.22876e-05 5.30905e-05 2.19144e-05 0.000100461 8.77627e-05 2.22496e-05 7.26426e-05 4.3828e-05 3.30885e-05 3.16535e-05
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.068329999999999988 -0.012384999999999998 0.088555000000000009 -0.015164999999999998 -0.073309999999999986 -0.054549999999999994 -0.09595999999999999 0.090690000000000007 0.089415000000000008 -0.082389999999999977 0.088495000000000004 -0.065759999999999985 0.095085000000000017 -0.03898999999999999 0.089085000000000011 0.080675000000000011 0.039215000000000007 0.09901500000000002 0.11247500000000002 -0.55248999999999981 -0.54512499999999997 -0.025879999999999997 -0.057544999999999992 1.0000000180025095e-35 -1.0000000180025095e-35 0.10871500000000002 0.087205000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 7 6 -1 8 9 -5 11 13 -13 22 -12 16 18 -18 19 -16 -21 -22 24 -24 -3 26 28 -27 -25 -29
right_child=1 10 -4 4 -6 -7 -8 -9 -10 -11 14 12 -14 -15 15 -17 17 -19 -20 20 21 -23 23 25 -26 27 -28 29 -30 -31
leaf_value=-4.5389224604670226e-05 0.00017328727553831414 -0.00021962038278746022 -0.00019162678037901062 -7.9581958707422026e-05 -0.00010855581982152376 8.9733271653087641e-05 5.4927387507632378e-05 -6.711071966492455e-05 9.2786024781941841e-05 4.0207899201050171e-05 0.00013007044130063151 8.5231344218343673e-05 -0.00033564635010881595 0.00015422649230458776 -1.1154309317280953e-05 -0.00011218967943220735 9.6251692022113801e-06 0.00017927829430675502 -9.0332315530758939e-05 0.00017566823015739729 -6.4056736970853414e-05 0.00012843743826796645 0.00020810304596797442 -8.0220837160898859e-05 6.0307419941333745e-05 -0.00015115895119379276 0.00021499505244719334 -1.3443245214248064e-06 6.1102639502014683e-05 -0.00012468512097603665
leaf_weight=35 22 21 20 25 23 21 25 20 21 26 25 21 23 29 137 23 28 20 30 27 38 23 23 30 24 20 20 2263 37 21
leaf_count=35 22 21 20 25 23 21 25 20 21 26 25 21 23 29 137 23 28 20 30 27 38 23 23 30 24 20 20 2263 37 21
internal_value=0 1.72055e-06 -2.31399e-05 -5.94732e-06 -2.4649e-05 2.06045e-05 -3.59064e-06 -3.6723e-06 1.39495e-05 -1.85126e-05 4.11338e-07 -1.7241e-06 -0.000134773 6.28854e-07 1.58157e-05 7.05382e-06 1.61053e-05 8.0314e-05 4.01897e-06 1.65991e-05 5.98062e-05 8.52303e-06 -1.18259e-06 1.06326e-07 -7.03256e-05 -1.89448e-06 4.7748e-05 -3.769e-06 -2.17653e-06 -2.47837e-06
internal_weight=0 2905 216 196 115 81 60 92 72 51 2883 2532 44 2488 351 326 303 48 255 225 88 61 2459 2414 45 2391 87 2304 67 2284
internal_count=3121 2905 216 196 115 81 60 92 72 51 2883 2532 44 2488 351 326 303 48 255 225 88 61 2459 2414 45 2391 87 2304 67 2284
is_linear=0
shrinkage=0.1


Tree=3287
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 42 13 1 2 2 33 9 3 1 15 3 1 45 1 1 15 1 123 1427 156 155 3 3 47 1 47
split_gain=1.02668e-05 6.23685e-05 3.886e-05 1.26024e-05 1.0948e-05 2.52336e-05 1.67315e-05 1.79017e-05 1.09672e-05 9.83306e-06 1.29864e-05 2.55571e-05 1.20464e-05 3.8414e-05 1.4303e-05 1.86138e-05 1.66678e-05 1.1516e-05 4.1751e-05 2.47695e-05 1.8268e-05 1.25209e-05 1.78235e-05 1.94837e-05 3.21081e-05 1.83407e-05 0.000132776 3.52275e-05 0.000125869 7.92025e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.021469999999999996 -0.015039999999999998 0.088135000000000005 0.089125000000000024 0.10136500000000002 -0.009184999999999997 0.088235000000000022 -0.0043399999999999992 0.16540500000000002 -0.56020999999999987 0.32202000000000003 0.13869000000000004 0.094030000000000016 0.13534000000000004 0.13756000000000004 -0.40580499999999992 0.13265500000000002 0.096455000000000013 0.094435000000000005 0.3248100000000001 0.14230000000000001 -0.042499999999999989 -0.053259999999999995 0.092165000000000011 0.107145 0.080455000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 -1 -9 -3 12 -12 13 -11 16 -16 17 20 -19 -20 21 22 23 24 25 26 -15 29 -29 -27
right_child=1 9 -4 -5 5 -7 -8 8 -10 10 11 -13 -14 14 15 -17 -18 18 19 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-4.8200429553521407e-05 0.00017329666627033261 -5.568170801721394e-05 -0.00013817215665767435 -7.9043738688120541e-05 -1.7143222653647261e-05 0.00010293670813553036 -9.7577858416895784e-05 9.5492158751850112e-05 -3.267185227583547e-06 -0.00012658855672877207 -3.3793005993199609e-06 0.00013272431626153942 7.3666639648515479e-05 -9.891747191042332e-07 -1.7951529753190697e-05 0.00010933122765790257 -7.3378992449086645e-05 -0.00015450340076561341 7.5935021478861547e-05 -4.8018757364556418e-05 9.031027244497597e-05 -5.8611522773779667e-05 9.335626299226923e-05 -9.2849415060217416e-05 0.00012480061462459465 1.7330467256951601e-05 -0.00025379297305248443 -0.00024701943297086041 7.9409052462627502e-05 0.00021633110085358135
leaf_weight=38 21 31 25 21 42 30 21 22 23 24 37 22 22 1944 20 27 31 22 28 38 23 35 21 22 21 420 21 21 27 21
leaf_count=38 21 31 25 21 42 30 21 22 23 24 37 22 22 1944 20 27 31 22 28 38 23 35 21 22 21 420 21 21 27 21
internal_value=0 1.58717e-06 -2.07262e-05 -5.82184e-06 2.91487e-06 3.28901e-05 -1.78372e-05 2.33814e-06 4.50152e-05 3.34254e-07 9.44193e-07 4.73712e-05 -3.83015e-08 -6.2453e-07 4.78e-07 5.51684e-05 -4.75784e-07 3.72564e-07 -3.52001e-05 4.56769e-06 1.58778e-06 7.88477e-07 1.61413e-06 8.42572e-07 1.67539e-06 6.21751e-07 -3.69089e-06 1.79517e-05 -6.34034e-05 2.68067e-05
internal_weight=0 2899 222 197 176 72 104 83 45 2878 2847 59 2788 2766 2742 47 2695 2664 88 66 2576 2553 2518 2497 2475 2454 1965 489 48 441
internal_count=3121 2899 222 197 176 72 104 83 45 2878 2847 59 2788 2766 2742 47 2695 2664 88 66 2576 2553 2518 2497 2475 2454 1965 489 48 441
is_linear=0
shrinkage=0.1


Tree=3288
num_leaves=31
num_cat=0
split_feature=132 1186 1185 15 2 49 12 40 130 12 0 12 42 1204 2 12 1429 12 156 156 153 0 13 0 3 2 4 484 484 49
split_gain=9.78199e-06 0.000298587 0.000155754 3.19995e-05 9.79376e-06 1.35816e-05 1.38265e-05 9.63162e-06 4.0904e-05 2.97185e-05 3.03868e-05 1.75911e-05 3.67095e-05 1.52215e-05 2.12824e-05 3.31892e-05 1.34814e-05 3.65889e-05 2.32998e-05 2.38968e-05 2.03506e-05 1.31846e-05 6.98593e-05 2.46336e-05 5.69304e-05 2.4379e-05 4.33195e-05 1.66149e-05 0.000118431 5.64169e-05
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 0.11585500000000001 0.09567500000000001 0.110195 -0.24620999999999996 -0.22699999999999995 0.13043000000000002 -0.040504999999999992 0.11586 0.10369500000000002 -0.016569999999999994 0.080205000000000012 0.089505000000000015 0.11475 0.092465000000000006 0.3248100000000001 0.13622000000000004 1.0000000180025095e-35 0.10455500000000001 -0.055129999999999992 0.047850000000000011 0.084940000000000015 0.10467500000000002 -0.50940999999999981 0.085790000000000019 0.087020000000000014 0.11236
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -4 -9 11 -11 13 -13 14 -10 -16 18 -18 19 20 21 23 -23 27 -25 26 -24 -15 -29 -30
right_child=2 -3 7 -5 -6 -7 -8 8 9 10 -12 12 -14 16 15 -17 17 -19 -20 -21 -22 22 25 24 -26 -27 -28 28 29 -31
leaf_value=-1.3902018374140497e-05 -0.00026660518970774403 0.00036978908041915433 6.9641521295125128e-05 -0.00012435494930832647 5.9032684112025892e-05 -7.9698452689626732e-05 7.5055914930999282e-05 -0.00013582649214433993 0.00012428343660481598 0.00016938136044527277 7.6498071463832344e-06 1.513029651336924e-05 -0.00016361785872504698 2.029982225125567e-06 -6.277003309561781e-05 7.9317270990161761e-05 -3.3383271288171691e-05 0.00015350116096669809 -0.0001090206255321391 9.4717906792469043e-05 -9.7401927839448703e-05 -0.00018552808399666294 0.00015207995651429014 -4.1410592582126684e-05 0.00015245516067145879 -6.3492567290180185e-05 -2.7841945916406987e-05 -0.00021903082750733511 -2.0391769069192379e-05 0.00012666762922890486
leaf_weight=104 22 22 20 25 22 25 21 22 23 21 26 27 20 2116 31 35 22 20 20 26 22 24 23 28 33 31 32 28 200 30
leaf_count=104 22 22 20 25 22 25 21 22 23 21 26 27 20 2116 31 35 22 20 20 26 22 24 23 28 33 31 32 28 200 30
internal_value=0 2.03795e-05 -1.53795e-06 -1.86409e-05 -3.27545e-06 -1.2414e-05 1.04291e-06 4.86874e-07 3.2752e-09 1.05622e-06 7.99128e-05 -2.71714e-07 -6.09327e-05 7.67305e-07 4.14467e-05 1.25793e-05 -5.96334e-07 5.56093e-05 -1.49975e-06 -6.70438e-07 -1.63658e-06 -8.0875e-07 -3.46732e-05 7.21059e-07 6.34676e-05 7.4259e-06 4.73981e-05 -8.91216e-07 -2.48496e-05 -1.21011e-06
internal_weight=0 219 2902 197 172 150 125 2880 2860 2838 47 2791 47 2744 89 66 2655 42 2613 2593 2567 2545 110 2435 61 86 55 2374 258 230
internal_count=3121 219 2902 197 172 150 125 2880 2860 2838 47 2791 47 2744 89 66 2655 42 2613 2593 2567 2545 110 2435 61 86 55 2374 258 230
is_linear=0
shrinkage=0.1


Tree=3289
num_leaves=31
num_cat=0
split_feature=130 40 42 132 1185 1203 47 131 400 16 399 2 42 46 46 49 475 2 4 4 40 50 42 2 49 15 12 483 158 49
split_gain=1.13125e-05 2.05482e-05 1.42308e-05 1.31535e-05 6.94916e-05 3.17055e-05 9.72338e-06 2.41852e-05 2.12776e-05 1.77371e-05 1.42315e-05 1.04386e-05 9.91375e-06 8.90744e-06 2.24248e-05 1.01641e-05 5.34567e-05 0.000122565 3.71049e-05 8.46751e-05 4.59042e-05 4.90381e-05 7.76337e-05 7.74563e-05 3.16579e-05 2.60549e-05 2.32749e-05 1.9213e-05 4.75848e-05 1.94714e-05
threshold=-0.23123999999999997 -0.24290999999999999 0.15432000000000004 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.085770000000000027 -0.076979999999999979 0.10931000000000002 -0.090764999999999985 0.08845500000000002 0.084550000000000014 -0.019989999999999997 0.10987500000000001 0.083550000000000013 0.096415000000000015 -0.085774999999999976 0.087625000000000022 -0.016304999999999997 -0.0047449999999999992 -0.045684999999999996 -0.099524999999999988 0.097315000000000026 0.11448000000000001 0.11645000000000001 -0.092334999999999987 0.089210000000000025 -0.47356499999999996 0.13374000000000003 0.092185000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 -3 9 -9 11 -11 -13 14 15 27 -17 -18 24 -20 -21 23 25 -22 -19 26 -23 -6 29 -29
right_child=1 2 -4 4 13 -7 -8 8 -10 10 -12 12 -14 -15 -16 16 17 18 19 20 21 22 -24 -25 -26 -27 -28 28 -30 -31
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leaf_weight=23 20 22 22 21 23 28 29 26 26 21 26 20 23 22 25 20 32 26 25 20 20 38 26 20 37 32 23 2357 20 48
leaf_count=23 20 22 22 21 23 28 29 26 26 21 26 20 23 22 25 20 32 26 25 20 20 38 26 20 37 32 23 2357 20 48
internal_value=0 -5.18749e-07 1.37739e-07 -4.3918e-07 1.39256e-06 -2.39368e-05 -9.50995e-06 -7.1359e-08 -1.51868e-05 3.13951e-06 -1.78778e-05 -4.32234e-05 -1.50002e-05 4.00579e-08 -4.59365e-07 3.92503e-07 -1.63971e-05 -5.80976e-06 -2.79747e-05 -4.86911e-05 -2.46139e-05 -4.25743e-05 -7.4772e-05 5.32138e-05 3.91072e-05 -3.20652e-05 -7.04018e-05 2.58036e-06 3.44314e-06 2.16571e-06
internal_weight=0 3098 3078 3056 2835 221 193 164 142 116 90 64 43 2814 2792 2767 319 299 267 204 179 159 119 40 63 93 61 2448 2425 2405
internal_count=3121 3098 3078 3056 2835 221 193 164 142 116 90 64 43 2814 2792 2767 319 299 267 204 179 159 119 40 63 93 61 2448 2425 2405
is_linear=0
shrinkage=0.1


Tree=3290
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 40 130 121 48 131 400 4 13 400 46 46 16 16 4 1 1 474 155 1429 1455 4 1426 4 156 11 3
split_gain=1.00901e-05 0.000280396 0.000144436 4.53739e-05 9.59308e-06 3.63758e-05 2.32545e-05 9.21972e-06 1.62329e-05 2.2483e-05 1.20775e-05 1.17411e-05 1.40008e-05 9.1768e-06 2.23541e-05 9.97667e-06 4.86667e-05 0.00010442 2.48954e-05 6.96589e-05 4.69794e-05 4.29268e-05 2.88192e-05 3.71033e-05 7.36445e-05 2.66861e-05 3.74776e-05 4.22225e-05 3.03979e-05 3.39195e-05
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 -0.24620999999999996 -0.22699999999999995 -0.081149999999999986 0.086125000000000021 -0.076979999999999979 0.10931000000000002 0.10637500000000001 -0.015039999999999998 -0.082934999999999995 0.10562000000000001 0.083550000000000013 0.0039400000000000008 -0.0013749999999999997 -0.0070899999999999991 0.096860000000000016 0.099660000000000012 -0.090834999999999985 0.10772000000000002 0.091465000000000005 -1.0000000180025095e-35 -0.013514999999999998 -0.068029999999999993 -0.50052499999999989 0.087985000000000022 0.087830000000000005 -0.063074999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 -4 -6 -7 8 -1 10 11 -10 -13 14 15 16 -8 -18 20 -20 -17 22 23 24 -22 -21 27 -27 29 -28
right_child=2 -3 4 -5 5 6 13 -9 9 -11 -12 12 -14 -15 -16 18 17 -19 19 25 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=8.8936400425154721e-05 -0.00025681647682424886 0.00037762143067084254 6.9404070359269099e-05 -0.00015802623092895374 -0.00012818564702518582 8.8474183066864504e-05 8.9015418652146017e-07 -5.9840184063763115e-05 -6.4904697917102434e-05 -8.7255249085361499e-05 8.6452757750521419e-05 -1.848949048927842e-05 7.3259051814916193e-05 6.1533563196765803e-05 -0.00010335214818561717 -0.00017322098297881895 -2.8992286085364569e-05 0.00020893292389311164 0.00019398377466131936 -0.000100103023093349 -0.00020619751946557492 0.00011649993321043439 9.3723671889165422e-05 -1.8097434289020239e-05 3.6341403167517414e-05 -8.8165435954579162e-06 5.7714847047550749e-05 0.00019194019519504351 -0.00010841450639418327 -3.1106960218172813e-05
leaf_weight=22 22 20 20 20 22 30 1913 22 21 26 20 39 29 24 21 20 39 35 20 24 31 23 20 374 21 20 76 22 26 99
leaf_count=22 22 20 20 20 22 30 1913 22 21 26 20 39 29 24 21 20 39 35 20 24 31 23 20 374 21 20 76 22 26 99
internal_value=0 2.0698e-05 -1.56197e-06 -1.51737e-05 3.87892e-07 -9.4739e-08 8.98214e-07 7.87481e-07 9.28308e-06 -3.69746e-06 1.62338e-05 4.54199e-07 2.06386e-05 -3.74269e-08 -5.68211e-07 2.12991e-07 3.9682e-06 8.35399e-05 -9.40248e-06 1.39774e-05 -2.31244e-05 -1.67237e-05 -2.3594e-05 -2.91019e-05 -0.000108249 4.93794e-07 1.04293e-05 9.63417e-05 -7.52258e-06 7.46708e-06
internal_weight=0 219 2902 199 2880 2860 2838 179 157 135 109 89 68 2808 2784 2763 1987 74 776 287 489 469 446 426 52 267 243 42 201 175
internal_count=3121 219 2902 199 2880 2860 2838 179 157 135 109 89 68 2808 2784 2763 1987 74 776 287 489 469 446 426 52 267 243 42 201 175
is_linear=0
shrinkage=0.1


Tree=3291
num_leaves=31
num_cat=0
split_feature=130 40 15 482 33 390 2 1186 43 130 394 128 12 128 128 4 1132 376 47 47 47 43 131 2 1456 47 3 47 48 1375
split_gain=1.21013e-05 1.89789e-05 1.13991e-05 2.24242e-05 1.9387e-05 1.10535e-05 2.25807e-05 1.82144e-05 8.58346e-05 6.48972e-05 3.59483e-05 1.35557e-05 4.11651e-05 3.20236e-05 2.16476e-05 3.21039e-05 1.30517e-05 1.53457e-05 2.23725e-05 0.000104599 6.14463e-05 2.45683e-05 2.08066e-05 2.3835e-05 7.05644e-05 3.56733e-05 3.27538e-05 2.01273e-05 1.46233e-05 3.07259e-05
threshold=-0.23123999999999997 -0.24290999999999999 -0.5556049999999999 0.087425000000000017 -0.009184999999999997 0.087590000000000015 0.085955000000000018 0.057025000000000006 -0.012164999999999999 -0.015164999999999998 0.12358500000000001 0.11059000000000001 0.11418000000000002 0.11976500000000002 0.10318000000000001 -0.082349999999999993 0.085085000000000008 -0.083489999999999981 0.094160000000000008 0.096475000000000019 0.091210000000000013 0.0047850000000000011 0.096490000000000006 0.10402500000000002 -0.074164999999999995 0.11419000000000001 -0.073884999999999992 0.13302500000000003 0.12649500000000002 -0.42382999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 7 -7 10 -9 -10 11 14 13 -13 16 -16 17 -6 20 -20 28 22 23 24 -21 -25 -26 -27 29 -19
right_child=1 2 4 -5 5 6 -8 8 9 -11 -12 12 -14 -15 15 -17 -18 18 19 21 -22 -23 -24 25 26 27 -28 -29 -30 -31
leaf_value=7.2268007288980502e-05 -9.7635497604642302e-05 -1.3083549565635624e-05 -8.5005993928967264e-05 0.00012897913740744118 -7.3305713384139268e-05 0.00012849847359575506 -1.4059124456252902e-05 6.9414720807496152e-05 -2.1084844934193826e-05 -0.00027583405943005346 0.00013421290947007947 -7.4375903222971844e-05 -0.00015279631115845406 0.00010457561201292266 0.00015919472415199771 -1.7834961872722489e-05 8.0128936788241857e-05 0.00012254330975338234 0.00024694390573131385 0.00022410935818611294 -0.00016962525406928435 -7.8852005494159784e-05 -6.402975547574058e-05 -0.00012908466029330158 -1.1785007259627142e-05 7.9273718931231535e-05 0.00010352969618704972 -4.7521816625140632e-05 -7.2324143591937054e-05 -1.927443150846382e-06
leaf_weight=23 20 25 27 20 29 20 25 33 20 20 20 20 23 20 21 20 20 20 20 21 22 28 26 20 78 31 36 21 29 2363
leaf_count=23 20 25 27 20 29 20 25 33 20 20 20 20 23 20 21 20 20 20 20 21 22 28 26 20 78 31 36 21 29 2363
internal_value=0 -5.36526e-07 9.4396e-08 5.00554e-05 -6.46865e-07 1.10851e-07 4.92998e-05 -6.36701e-07 -4.99684e-05 -0.000148459 6.10256e-07 -3.21422e-07 -4.61956e-05 1.50999e-05 7.08906e-07 7.28388e-05 -3.61037e-07 -9.47699e-07 -1.74814e-07 2.65417e-05 -3.25918e-06 9.65264e-06 2.02884e-05 3.08791e-05 5.56603e-05 -1.55856e-05 2.46302e-05 2.80678e-05 -1.74174e-06 -8.82787e-07
internal_weight=0 3098 3078 45 3033 3006 45 2961 73 40 2888 2868 63 40 2805 41 2764 2744 2715 281 2434 261 233 207 135 72 114 52 2412 2383
internal_count=3121 3098 3078 45 3033 3006 45 2961 73 40 2888 2868 63 40 2805 41 2764 2744 2715 281 2434 261 233 207 135 72 114 52 2412 2383
is_linear=0
shrinkage=0.1


Tree=3292
num_leaves=31
num_cat=0
split_feature=400 2 400 12 400 1185 4 128 47 1 0 12 0 133 3 3 3 456 16 3 3 3 15 42 0 13 0 51 43 12
split_gain=9.89213e-06 4.90581e-05 4.19949e-05 3.34193e-05 4.11291e-05 2.02169e-05 1.66794e-05 1.07201e-05 2.91279e-05 6.02897e-05 5.17607e-05 3.42593e-05 3.90954e-05 2.89352e-05 1.85696e-05 4.91286e-05 0.000141836 0.000113422 0.000212398 6.92408e-05 4.26857e-05 3.97928e-05 3.56996e-05 7.16091e-05 3.11418e-05 6.4606e-05 3.42807e-05 7.10865e-05 3.41648e-05 3.30067e-05
threshold=-0.08262499999999999 0.080205000000000012 -0.081639999999999976 0.089300000000000004 -0.096814999999999984 -0.083264999999999992 -0.085034999999999986 0.090375000000000025 0.10648500000000001 0.095025000000000012 -0.077084999999999987 0.088845000000000021 -0.080434999999999993 -0.0077049999999999992 -0.088084999999999983 -0.086424999999999988 -0.086049999999999988 0.041000000000000002 -0.008904999999999998 -0.085709999999999995 -0.089519999999999988 -0.085114999999999982 0.088655000000000025 0.083935000000000023 0.10455500000000001 -0.033284999999999988 0.047850000000000011 -0.12463499999999998 -0.24021999999999996 0.22926500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -4 -6 14 9 10 11 13 -13 -9 20 17 -17 18 22 -18 -7 -21 23 -16 26 -26 28 -28 -23 -30
right_child=2 3 5 -5 6 7 -8 8 -10 -11 -12 12 -14 -15 15 16 19 -19 -20 21 -22 24 -24 -25 25 -27 27 -29 29 -31
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leaf_weight=28 21 23 20 31 20 567 30 20 21 29 27 30 20 21 34 35 31 23 23 27 46 38 21 21 20 31 23 25 1795 20
leaf_count=28 21 23 20 31 20 567 30 20 21 29 27 30 20 21 34 35 31 23 23 27 46 38 21 21 20 31 23 25 1795 20
internal_value=0 2.67901e-05 -1.1831e-06 -4.84222e-06 -4.17826e-05 -1.86062e-07 9.12611e-06 -8.65855e-07 -2.53962e-05 -4.11343e-05 -9.38592e-06 -4.54621e-05 -0.000101024 2.22961e-05 6.16554e-07 -3.73034e-06 -5.26841e-08 -6.53763e-05 -0.000111851 -3.52791e-06 1.59831e-05 -1.20495e-06 -3.12731e-05 1.10769e-05 -2.87266e-06 -7.99875e-05 -8.03826e-07 8.26317e-05 -2.96513e-06 -4.92988e-06
internal_weight=0 132 2989 104 73 2968 50 2948 168 147 118 91 50 41 2780 2167 2045 122 99 2010 613 1979 76 55 1952 51 1901 48 1853 1815
internal_count=3121 132 2989 104 73 2968 50 2948 168 147 118 91 50 41 2780 2167 2045 122 99 2010 613 1979 76 55 1952 51 1901 48 1853 1815
is_linear=0
shrinkage=0.1


Tree=3293
num_leaves=31
num_cat=0
split_feature=40 130 42 47 2 47 39 42 131 48 1374 49 16 48 2 51 132 1203 1185 50 148 457 43 457 34 34 97 11 132 403
split_gain=1.0788e-05 3.11761e-05 2.80221e-05 1.37442e-05 0.000110326 5.71842e-05 2.98109e-05 2.85632e-05 2.11614e-05 2.08072e-05 2.37616e-05 2.07264e-05 4.14364e-05 2.43326e-05 7.40086e-05 4.8146e-05 1.9628e-05 0.00036398 0.000137676 4.80003e-05 1.93633e-05 2.65393e-05 7.89935e-05 2.6063e-05 1.86435e-05 2.38439e-05 8.15739e-05 3.53822e-05 1.96499e-05 2.70249e-05
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.10076500000000001 0.10194000000000002 0.13767000000000004 0.12649500000000002 -0.26569999999999994 -0.0087049999999999992 -0.011734999999999997 0.10697000000000002 0.10402500000000002 0.080335000000000018 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.088425000000000017 -0.10069499999999999 0.098180000000000003 -0.052894999999999991 0.091495000000000007 -0.112215 -0.057544999999999992 -0.082154999999999992 -1.0000000180025095e-35 0.10948500000000001 -0.0031149999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 8 7 11 9 10 -3 12 -6 -13 -15 -16 17 19 -18 -12 -20 23 -23 24 -22 26 -26 -27 -29 -30
right_child=1 2 -4 4 6 -7 -8 -9 -10 -11 16 13 -14 14 15 -17 18 -19 20 -21 21 22 -24 -25 25 27 -28 28 29 -31
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leaf_weight=20 22 24 24 20 21 21 21 20 22 24 151 154 25 24 25 25 20 20 20 20 23 29 25 37 39 20 24 2115 50 36
leaf_count=20 22 24 24 20 21 21 21 20 22 24 151 154 25 24 25 25 20 20 20 20 23 29 25 37 39 20 24 2115 50 36
internal_value=0 -4.72156e-07 3.75396e-07 -4.70166e-07 -1.95826e-05 1.88376e-06 -5.12236e-06 3.09947e-06 6.04784e-07 1.40749e-06 2.24602e-06 -5.32164e-06 -6.65532e-05 7.03209e-06 5.41592e-05 -1.51268e-05 1.34179e-06 3.22122e-05 -1.07669e-06 -1.49983e-05 1.08453e-06 2.67284e-07 -6.90437e-05 1.86404e-06 5.28641e-07 1.43074e-06 6.20966e-05 -2.9008e-07 9.13079e-07 4.77703e-05
internal_weight=0 3101 3079 3055 335 2720 315 294 2699 2677 2653 274 46 228 74 50 2629 191 2438 171 2418 2398 54 2344 2307 2284 63 2221 2201 86
internal_count=3121 3101 3079 3055 335 2720 315 294 2699 2677 2653 274 46 228 74 50 2629 191 2438 171 2418 2398 54 2344 2307 2284 63 2221 2201 86
is_linear=0
shrinkage=0.1


Tree=3294
num_leaves=31
num_cat=0
split_feature=130 2 11 33 10 4 48 97 10 48 3 52 399 132 399 1213 1210 13 402 1210 13 16 13 13 13 131 159 52 480 1
split_gain=1.25068e-05 1.51381e-05 1.43158e-05 2.53571e-05 1.1803e-05 0.000152225 0.000143474 2.78546e-05 2.23331e-05 1.67667e-05 1.19687e-05 1.12431e-05 3.47564e-05 0.000532865 3.77185e-05 3.44795e-05 7.17134e-05 9.9105e-05 3.9204e-05 3.47285e-05 3.53244e-05 7.16907e-05 3.75502e-05 0.00010136 5.23585e-05 3.39995e-05 3.04747e-05 2.94844e-05 2.77651e-05 2.92365e-05
threshold=-0.23123999999999997 0.31765000000000004 -0.011194999999999998 -0.009184999999999997 -0.0087699999999999983 0.053180000000000012 0.081805000000000017 -0.079444999999999988 0.11485500000000001 0.089025000000000007 0.42240500000000009 0.091275000000000009 0.091580000000000009 -0.083284999999999984 0.089300000000000004 0.104315 -0.05860499999999999 -0.051094999999999995 -0.44724499999999995 0.014175000000000002 -0.097224999999999992 0.13751500000000003 -0.085669999999999982 -0.087529999999999983 -0.091904999999999987 0.11863000000000001 -1.0000000180025095e-35 0.090245000000000006 -0.080264999999999989 0.099660000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -6 10 -8 11 12 14 -14 27 16 17 -13 -18 20 26 22 23 24 -22 28 -20 -9 -24 -30
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leaf_weight=23 26 22 27 20 20 38 20 2098 20 20 20 20 29 21 21 34 22 20 20 22 20 32 20 24 27 21 44 27 269 74
leaf_count=23 26 22 27 20 20 38 20 2098 20 20 20 20 29 21 21 34 22 20 20 22 20 32 20 24 27 21 44 27 269 74
internal_value=0 -5.45438e-07 4.57333e-08 -5.84137e-07 2.77576e-07 3.44147e-05 -6.47705e-05 -8.66162e-07 -5.6456e-08 4.45738e-05 -7.8649e-07 -2.48341e-07 3.20928e-06 8.5629e-05 1.28897e-06 -1.1598e-05 -6.34488e-06 0.000123266 -1.50582e-05 -1.00285e-05 -1.49478e-05 -2.41266e-05 -1.39516e-05 -8.07609e-05 4.62005e-06 -1.59884e-06 5.48973e-05 2.60691e-06 5.55809e-06 -1.12018e-06
internal_weight=0 3098 3076 3050 3023 98 60 2925 2905 40 2885 2865 2196 50 2146 669 635 40 595 573 551 487 455 71 47 384 64 2125 363 343
internal_count=3121 3098 3076 3050 3023 98 60 2925 2905 40 2885 2865 2196 50 2146 669 635 40 595 573 551 487 455 71 47 384 64 2125 363 343
is_linear=0
shrinkage=0.1


Tree=3295
num_leaves=31
num_cat=0
split_feature=132 1185 1203 401 402 401 402 1373 150 1374 447 147 151 1426 447 1348 151 1428 473 471 3 2 1 12 12 41 41 33 0 0
split_gain=1.30302e-05 8.58065e-05 3.50034e-05 1.04832e-05 1.53767e-05 0.000117847 1.88495e-05 1.01781e-05 1.76077e-05 1.89729e-05 1.96978e-05 2.05133e-05 6.43382e-05 1.63488e-05 1.56749e-05 3.40482e-05 1.44772e-05 1.37235e-05 4.77336e-05 2.18815e-05 1.58798e-05 3.75134e-05 5.65373e-05 5.78772e-05 2.54063e-05 2.04296e-05 4.98584e-05 4.2105e-05 1.52799e-05 7.43848e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.47144999999999992 -0.45015499999999992 -1.0000000180025095e-35 -0.42072999999999994 -1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.10121000000000001 0.093875000000000014 -0.080454999999999985 -0.094284999999999994 0.090460000000000013 0.085630000000000012 -0.5413699999999998 -0.071779999999999997 -1.0000000180025095e-35 -0.081099999999999992 -0.16726499999999997 0.11474000000000002 0.081670000000000006 0.086565000000000017 0.095935000000000006 0.088180000000000008 0.095655000000000018 -1.0000000180025095e-35 -0.080689999999999984 -0.081094999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -6 -8 9 -9 11 13 -13 -11 15 16 -15 -18 -19 -20 21 22 -21 -24 -25 27 -27 -22 29 -29
right_child=1 3 -4 4 6 -7 7 8 -10 10 -12 12 -14 14 -16 -17 17 18 19 20 25 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-8.2640713257787107e-06 0.00020319368618185678 6.3529084750021313e-05 -0.00012786964538723364 -0.00021058628572791349 9.294169642750852e-05 9.0720206585333311e-05 -6.2261173801604096e-05 -9.2623960633566398e-05 8.7730379670139649e-05 8.5003467899261287e-05 9.4856177317772324e-05 -0.00020280430318962315 2.7246469272217984e-05 8.5402382155734825e-05 8.2512704640343469e-05 -0.00012428192616095079 -6.7246568990716102e-05 0.00015466416629351444 -9.352795185986907e-05 0.00021411650988738983 0.00011791290705635523 -8.5314031239249757e-05 -0.00011995329114142806 0.00016858068357578304 1.9876515162414529e-05 -0.00017789502192251596 1.7664808956396884e-05 1.8132495362172214e-06 -1.1479711243758503e-05 0.00016101606888696551
leaf_weight=194 21 26 28 25 22 27 26 22 23 23 22 20 31 20 23 22 30 20 25 20 30 20 20 20 27 22 32 1351 899 30
leaf_count=194 21 26 28 25 22 27 26 22 23 23 22 20 31 20 23 22 30 20 25 20 30 20 20 20 27 22 32 1351 899 30
internal_value=0 1.78805e-06 -2.33495e-05 3.18448e-07 -2.57806e-07 -5.41387e-05 7.42839e-07 1.26825e-08 6.01026e-07 -1.333e-07 6.18379e-07 -1.53775e-07 -6.29695e-05 1.06248e-06 3.23049e-07 -4.07385e-07 6.54673e-07 -1.10592e-08 7.90636e-07 -4.42325e-07 4.99456e-07 3.818e-05 6.65695e-05 2.25256e-05 8.31549e-05 -1.20605e-06 -6.20077e-05 2.15285e-07 -1.33337e-06 5.27167e-06
internal_weight=0 2899 222 2878 2852 52 2800 2778 2752 2729 2707 2685 51 2634 2611 2588 2566 2546 2516 2496 2471 107 87 67 47 2364 54 2310 2280 1381
internal_count=3121 2899 222 2878 2852 52 2800 2778 2752 2729 2707 2685 51 2634 2611 2588 2566 2546 2516 2496 2471 107 87 67 47 2364 54 2310 2280 1381
is_linear=0
shrinkage=0.1


Tree=3296
num_leaves=31
num_cat=0
split_feature=1211 50 1203 1204 133 1203 52 402 16 1210 130 40 42 51 43 42 42 1208 12 142 147 147 483 483 11 33 9 9 1426 483
split_gain=1.32271e-05 7.36708e-05 1.93077e-05 7.39225e-05 1.82486e-05 1.66048e-05 1.55149e-05 1.35301e-05 3.28199e-05 2.96188e-05 9.82529e-06 1.53577e-05 1.15865e-05 3.70814e-05 4.42233e-05 1.80137e-05 2.84494e-05 2.03113e-05 1.28816e-05 3.81389e-05 1.75313e-05 2.07512e-05 1.94547e-05 2.04246e-05 1.91204e-05 3.15913e-05 1.85511e-05 3.85316e-05 1.53952e-05 1.5481e-05
threshold=0.11048500000000001 0.096900000000000014 0.088820000000000024 -0.080654999999999991 -0.0084449999999999994 0.087075000000000014 0.084735000000000019 -0.45454999999999995 -0.07550999999999998 0.26755500000000004 -0.23123999999999997 -0.24290999999999999 0.120215 0.090560000000000015 -0.036954999999999995 0.11747 0.11551500000000002 0.098655000000000007 0.12757000000000002 -0.057499999999999989 0.099730000000000027 0.093875000000000014 -0.47181499999999993 -0.24416999999999997 -1.0000000180025095e-35 -0.009184999999999997 0.085555000000000006 0.093320000000000014 -0.094284999999999994 -0.095689999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 -4 -5 7 -2 8 -1 10 -9 -12 15 14 -14 16 17 18 19 -13 21 22 -21 -24 -25 -26 28 -28 -27 -30
right_child=1 -3 3 4 -6 -7 -8 9 -10 -11 11 12 13 -15 -16 -17 -18 -19 -20 20 -22 -23 23 24 25 26 27 -29 29 -31
leaf_value=-3.6886684629280356e-05 -7.612570013118505e-05 0.00019606021146914413 -0.00020961025885688807 7.9806320386326316e-05 -4.616337315857654e-05 8.4771940790865898e-05 2.7163799809799953e-05 6.4619325238037049e-05 0.00014011073025440882 -0.00011967158491080184 -8.8324731559623619e-05 0.00013079125429530077 0.00018399153014267238 -6.2688882166252448e-05 1.0601476414625436e-05 -9.1660970462147492e-05 0.00010133098209432017 -9.5402151371514355e-05 -6.9750387437697675e-05 8.3039428109596319e-05 7.3334291124821556e-05 -8.9525394516251123e-05 -8.045484735317367e-05 -9.2027895721991592e-05 -0.00011227868327114265 8.2713448633016525e-05 0.00016860203075339086 -9.4298314560282685e-06 5.4307696596619539e-05 -2.4846568296268748e-06
leaf_weight=20 26 22 21 23 23 23 33 23 22 21 20 22 24 27 38 22 27 23 27 27 31 27 33 23 25 22 20 31 49 2346
leaf_count=20 26 22 21 23 23 23 33 23 22 21 20 22 24 27 38 22 27 23 27 27 31 27 33 23 25 22 20 31 49 2346
internal_value=0 3.98822e-05 -1.06265e-06 -5.41497e-05 1.68215e-05 1.33722e-07 -1.83536e-05 -5.26169e-07 5.58262e-05 -1.34006e-06 -4.7932e-07 -1.00211e-06 -3.88026e-07 3.51242e-05 7.77202e-05 -1.53524e-06 -8.09754e-07 -1.8289e-06 -1.02674e-06 -3.28119e-07 -1.42327e-06 -2.31358e-06 -1.39948e-06 -2.29389e-06 -1.26873e-06 -4.31401e-07 7.01574e-07 6.03866e-05 -5.57812e-07 -1.32273e-06
internal_weight=0 81 3040 67 46 2973 59 2950 42 2908 2887 2864 2844 89 62 2755 2733 2706 2683 2656 2634 2603 2576 2549 2516 2493 2468 51 2417 2395
internal_count=3121 81 3040 67 46 2973 59 2950 42 2908 2887 2864 2844 89 62 2755 2733 2706 2683 2656 2634 2603 2576 2549 2516 2493 2468 51 2417 2395
is_linear=0
shrinkage=0.1


Tree=3297
num_leaves=31
num_cat=0
split_feature=33 9 15 41 41 3 132 1203 394 50 129 1 121 0 52 4 51 16 52 16 3 1209 12 12 43 1213 2 43 16 402
split_gain=1.08879e-05 1.73808e-05 4.74702e-05 1.07139e-05 4.42064e-05 1.27385e-05 1.15074e-05 0.000282706 0.000136101 4.20335e-05 1.56754e-05 1.1555e-05 3.75778e-05 1.50785e-05 4.11528e-05 1.85371e-05 5.27403e-05 1.12551e-05 5.38535e-05 4.88449e-05 6.99455e-05 4.6457e-05 3.73054e-05 9.7182e-05 8.5786e-05 7.23271e-05 9.60847e-05 8.98687e-05 0.000258943 9.80537e-05
threshold=-0.044254999999999996 0.088235000000000022 -0.10091499999999999 0.086565000000000017 0.090905000000000014 -0.52915999999999996 -0.083284999999999984 0.089165000000000008 0.12358500000000001 0.097510000000000013 -0.082304999999999975 0.16540500000000002 -0.094339999999999993 0.13134000000000004 0.096795000000000006 -0.50940999999999981 0.086310000000000012 -0.084119999999999986 -0.083374999999999991 -0.082179999999999989 -0.084144999999999984 -0.084519999999999984 0.088365000000000013 0.087995000000000004 -0.074974999999999986 -0.090324999999999989 0.084715000000000013 0.0034250000000000005 -0.23935499999999996 -0.048204999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 9 10 -7 -8 12 -12 15 -15 16 -14 18 -17 20 -19 -21 23 24 -20 26 -26 29 -29 -27
right_child=1 2 -4 4 -6 6 8 -9 -10 -11 11 -13 13 14 -16 17 -18 19 22 21 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=7.0101204718494881e-05 -7.8034673996236445e-05 7.3759039506429964e-06 -0.00017536313501165883 0.00016567081944231178 -3.4567463752169078e-06 -8.597411234970079e-07 7.6209546252222805e-05 0.00036991768357395253 -0.00026142916041862915 -0.00015531646545241529 -0.00013420411199885641 7.1808241760994539e-05 -0.00013173059931039069 -1.5327954830960758e-05 0.00015827269533639826 0.00012485763471541478 5.2083453941678378e-05 -1.6623111482856431e-05 4.128640200476224e-05 -0.0001278842026362394 0.00022999841065662305 4.3893939459054395e-06 1.5341661289600266e-05 -0.00021427370043562 -9.359213723141496e-05 0.00017094852810259909 0.00017807719622699855 -9.5944698045968842e-06 -0.00046827830024994918 -6.0187583348952393e-05
leaf_weight=22 21 44 21 20 68 148 27 21 20 20 21 22 37 36 22 29 27 23 159 27 23 1602 286 27 23 20 30 32 20 223
leaf_count=22 21 44 21 20 68 148 27 21 20 20 21 22 37 36 22 29 27 23 159 27 23 1602 286 27 23 20 30 32 20 223
internal_value=0 -4.97652e-07 -5.16629e-05 5.98504e-07 3.49813e-05 -4.28546e-07 1.28627e-07 2.39931e-05 -1.51991e-06 -1.92474e-05 3.94004e-07 -3.67252e-07 -9.62626e-07 9.48463e-08 5.05206e-05 -1.03525e-06 -5.4184e-05 3.1242e-07 -9.06716e-06 5.06661e-06 0.000106688 2.19701e-06 -1.38035e-05 -2.94131e-05 -1.95685e-05 -4.73729e-05 6.0183e-05 -6.66964e-05 -0.000186011 -4.1164e-05
internal_weight=0 3099 65 3034 88 2946 2925 189 2736 168 2716 2689 2667 2646 58 2588 64 2524 849 1675 46 1629 820 534 507 348 53 295 52 243
internal_count=3121 3099 65 3034 88 2946 2925 189 2736 168 2716 2689 2667 2646 58 2588 64 2524 849 1675 46 1629 820 534 507 348 53 295 52 243
is_linear=0
shrinkage=0.1


Tree=3298
num_leaves=31
num_cat=0
split_feature=132 1185 1203 40 130 40 133 13 43 4 2 52 1212 12 104 34 13 9 1 9 401 0 16 0 42 2 13 1212 1210 1209
split_gain=1.12803e-05 7.42617e-05 4.32123e-05 1.02872e-05 3.07268e-05 2.55339e-05 1.15168e-05 2.70761e-05 3.7335e-05 3.60541e-05 2.95391e-05 5.48136e-05 3.4388e-05 1.95227e-05 1.51936e-05 2.70696e-05 8.15957e-05 5.6358e-05 2.58072e-05 1.73831e-05 1.3497e-05 3.52652e-05 0.000179838 9.43654e-05 4.61352e-05 4.58608e-05 6.08138e-05 3.23691e-05 3.82436e-05 2.62856e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.24620999999999996 -0.22699999999999995 -0.15322999999999998 -0.14032999999999998 -0.010094999999999998 -0.0047449999999999992 0.25615500000000008 0.087675000000000017 0.091820000000000013 -0.020729999999999995 0.087925000000000017 0.086600000000000024 -0.057544999999999992 -0.0082249999999999979 0.091905000000000014 0.10871500000000002 0.082870000000000013 0.085410000000000014 -0.083804999999999977 -0.08595499999999999 -0.086729999999999988 0.087505000000000013 0.084245000000000014 0.021350000000000004 -0.08867499999999999 -0.099939999999999987 -0.077594999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 7 8 -7 10 12 -12 -10 -14 15 16 18 19 -8 20 27 23 -23 24 -22 -24 -27 -17 -29 -30
right_child=1 3 -4 4 5 6 14 -9 9 -11 11 -13 13 -15 -16 17 -18 -19 -20 -21 21 22 25 -25 -26 26 -28 28 29 -31
leaf_value=-5.308186065611573e-06 0.00018903112698656817 7.1765836437407416e-05 -0.00014029174171473305 -0.00011792887602165468 0.00011056853684186492 0.00012631415312219026 -8.0023737042210998e-05 -4.714020108989876e-05 -9.9537105443932197e-05 -0.0001061306108784352 0.00016445040155304015 -3.5902386645664761e-05 0.00010985599358758444 -1.6622797277075456e-05 -8.2971467971852379e-05 0.00010494258895050735 0.00023084915163053667 -0.00012564881918061057 5.467311623788467e-05 8.5226722496926151e-05 8.6837833776371549e-05 0.00027765175778768028 6.0053237393731255e-05 -0.00026135332868545361 -0.00010940907880506964 -0.00021347001244672963 -1.4934471456247898e-05 -0.00010362356402361508 0.00010024009425251279 -9.1465342474893979e-07
leaf_weight=195 21 20 27 22 21 38 25 47 26 21 36 22 23 26 23 29 20 37 33 23 25 20 25 21 23 27 36 36 26 2147
leaf_count=195 21 20 27 22 21 38 25 47 26 21 36 22 23 26 23 29 20 37 33 23 25 20 25 21 23 27 36 36 26 2147
internal_value=0 1.66366e-06 -2.17251e-05 2.96493e-07 -2.03643e-07 7.096e-07 -1.09952e-07 2.08891e-05 3.75421e-05 1.56373e-05 3.48639e-05 8.84545e-05 -6.57959e-06 4.27448e-05 -2.05823e-06 -1.32929e-06 5.66744e-05 -3.15728e-06 -3.38587e-06 -1.2983e-06 -2.12235e-06 -2.87054e-05 6.97254e-06 -8.4549e-05 -7.19715e-06 -5.45455e-05 -0.000100021 -1.99427e-08 -1.3979e-06 2.95666e-07
internal_weight=0 2899 222 2878 2858 2836 2815 239 192 154 133 58 75 49 2576 2553 78 2475 58 2438 2415 177 108 69 48 88 63 2238 2209 2173
internal_count=3121 2899 222 2878 2858 2836 2815 239 192 154 133 58 75 49 2576 2553 78 2475 58 2438 2415 177 108 69 48 88 63 2238 2209 2173
is_linear=0
shrinkage=0.1


Tree=3299
num_leaves=31
num_cat=0
split_feature=130 40 120 124 15 15 132 15 1204 400 0 0 15 1456 1456 131 481 52 0 13 1447 133 0 13 13 43 0 15 16 42
split_gain=1.18603e-05 1.40852e-05 1.09319e-05 1.40079e-05 1.13744e-05 8.7121e-05 6.80009e-05 0.000318265 0.00027692 4.55182e-05 5.35807e-05 0.000179704 0.000100004 3.44629e-05 7.6939e-05 4.05973e-05 7.96466e-05 6.13123e-05 6.07586e-05 9.93713e-05 5.39971e-05 4.19441e-05 5.50684e-05 8.55591e-05 0.000105707 7.22975e-05 6.52436e-05 7.76407e-05 5.93046e-05 5.81824e-05
threshold=-0.23123999999999997 -0.24290999999999999 0.073910000000000017 -0.080874999999999989 0.087575000000000014 0.087260000000000018 -0.083284999999999984 0.092400000000000024 -0.078604999999999994 -0.07520499999999998 -0.086284999999999987 -0.089269999999999988 0.088235000000000022 -0.075669999999999987 -0.16130999999999998 0.08956500000000002 -0.081614999999999979 0.2800700000000001 -0.083804999999999977 -0.089109999999999981 -0.076814999999999981 -0.025314999999999994 -0.070889999999999995 -0.07743499999999999 -0.051094999999999995 -0.11278499999999998 -0.067094999999999988 0.11171000000000002 -0.071359999999999993 0.11839500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 -6 -8 -10 11 -11 -12 14 -14 16 -15 -17 -18 -20 -21 -22 23 -23 29 -26 28 -28 -24 -25
right_child=1 2 3 -5 6 -7 8 -9 9 10 12 -13 13 15 -16 17 18 -19 19 20 21 22 26 24 25 -27 27 -29 -30 -31
leaf_value=7.1544813703360922e-05 -8.4180059436675956e-05 -2.2262369192444043e-06 -7.2279592859558763e-06 0.00011112691402558994 0.00042649709401302975 -0.00019783992554395178 -0.00036443040735321123 -0.00010870246010017582 0.00014831434424801654 1.4687819367072037e-05 -0.0001714160095777034 0.00034199685860244246 -3.2414547404886643e-05 0.00015657257497492317 0.00021867036462619742 4.2279595713591249e-05 -0.00014450276769288205 -0.00018208277796130179 0.00019041584854238426 -0.0001643378112367784 -7.6613692177878497e-05 0.00025609711915421942 -0.00024822913855175664 -0.00013222224387809056 2.4475476571491789e-05 0.00029013708539423535 0.00018437769532201028 -3.4755118958557552e-05 -7.6204544075153539e-06 6.7696840172478312e-05
leaf_weight=23 20 2257 20 20 20 23 20 25 24 104 34 20 26 33 23 21 29 29 27 21 56 20 21 37 21 20 22 61 20 24
leaf_count=23 20 2257 20 20 20 23 20 25 24 104 34 20 26 33 23 21 29 29 27 21 56 20 21 37 21 20 22 61 20 24
internal_value=0 -5.31157e-07 1.23703e-08 5.19495e-05 -6.71463e-07 -4.19953e-06 9.94068e-06 0.000129164 2.41606e-06 1.30033e-05 8.14905e-06 6.74796e-05 -5.35001e-06 5.69939e-06 8.54416e-05 -2.75812e-06 7.56864e-06 -8.78506e-05 -5.40532e-06 6.1199e-06 -9.28565e-06 1.49612e-06 1.92772e-05 6.69768e-05 2.98944e-05 0.000154067 -2.7653e-05 2.33283e-05 -0.000130859 -5.35656e-05
internal_weight=0 3098 3078 40 3038 2280 758 45 713 693 669 124 545 511 49 462 412 50 379 350 323 302 246 122 102 41 124 83 41 61
internal_count=3121 3098 3078 40 3038 2280 758 45 713 693 669 124 545 511 49 462 412 50 379 350 323 302 246 122 102 41 124 83 41 61
is_linear=0
shrinkage=0.1


Tree=3300
num_leaves=31
num_cat=0
split_feature=132 132 1203 120 12 12 4 142 11 1 2 33 10 4 44 0 376 150 2 156 2 16 457 3 160 1373 3 0 51 51
split_gain=1.12683e-05 6.37502e-05 4.33215e-05 1.03995e-05 2.58145e-05 1.26277e-05 4.30213e-05 3.08609e-05 2.75786e-05 1.74107e-05 1.86758e-05 1.63765e-05 1.65559e-05 0.000137006 1.51839e-05 3.20017e-05 1.62249e-05 1.49697e-05 1.53961e-05 4.89388e-05 3.83072e-05 4.07736e-05 2.33474e-05 2.28652e-05 9.47736e-05 4.05298e-05 2.4675e-05 2.88256e-05 4.42025e-05 2.82895e-05
threshold=-0.083174999999999985 -0.050879999999999988 0.088820000000000024 0.093680000000000013 0.22926500000000002 0.12757000000000002 -0.0096849999999999974 -0.057499999999999989 -0.014494999999999999 0.15471500000000002 0.14122000000000004 -0.018454999999999996 -0.011239999999999998 0.053180000000000012 0.099360000000000018 -0.26343999999999995 0.091135000000000008 -0.11226499999999999 0.12198500000000001 0.10541000000000002 0.11824000000000001 -0.056919999999999991 0.31508000000000008 0.090900000000000009 0.088405000000000011 0.09012000000000002 0.10299500000000002 -0.14001499999999997 -0.08824499999999999 -0.091239999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -7 -3 -9 10 11 -10 13 -13 15 -14 17 -17 20 -20 22 -22 23 25 26 -19 29 -28 -29 -25
right_child=1 3 -4 -5 -6 6 -8 8 9 -11 -12 12 14 -15 -16 16 -18 18 19 -21 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-4.9311512729096632e-06 0.00015460482762945404 0.00011873580560639787 -0.00013799145880122004 -6.6747564173767941e-05 0.00010866960675974209 4.5654297255995603e-05 -0.0001521089729067171 -0.00011168974987495776 8.5875264945074886e-05 -8.7880394188356482e-05 4.7856787127134994e-05 -0.00021347764205919314 0.00010049969901047007 9.1688741268890528e-05 -8.6344245282816707e-05 7.3339545100939833e-05 -8.3743556878408025e-05 -4.7239454007188156e-07 3.6291699643697941e-06 0.0001780928204243537 9.0591390244298967e-06 -0.00018617018159483966 -0.00010262728875121949 -1.8391470907122962e-05 0.0002206526286196701 -0.00014350124500197125 4.7264129655862537e-05 4.6598351909779017e-05 -0.0001407569090374369 0.00014214200773099236
leaf_weight=194 27 22 28 23 22 22 22 22 22 22 84 28 32 31 20 28 23 2107 82 20 20 23 22 21 24 20 33 20 34 23
leaf_count=194 27 22 28 23 22 22 22 22 22 22 84 28 32 31 20 28 23 2107 82 20 20 23 22 21 24 20 33 20 34 23
internal_value=0 1.66279e-06 -2.17135e-05 2.24967e-07 7.65637e-07 -7.40825e-08 -5.32273e-05 7.66285e-07 -1.73711e-07 7.22e-07 1.43943e-06 -4.1414e-08 -7.65339e-07 -5.3136e-05 4.45425e-07 1.13097e-06 -1.40953e-07 6.35333e-07 -1.95911e-07 3.78377e-05 -1.84884e-06 -9.53658e-05 -1.03517e-07 8.8488e-07 3.79655e-05 -1.81728e-06 4.49614e-06 -2.63684e-05 -7.13661e-05 6.55238e-05
internal_weight=0 2899 222 2872 2849 2827 44 2783 2761 2739 2717 2633 2611 59 2552 2532 2500 2477 2449 102 2347 43 2304 2282 155 2127 131 87 54 44
internal_count=3121 2899 222 2872 2849 2827 44 2783 2761 2739 2717 2633 2611 59 2552 2532 2500 2477 2449 102 2347 43 2304 2282 155 2127 131 87 54 44
is_linear=0
shrinkage=0.1


Tree=3301
num_leaves=31
num_cat=0
split_feature=1209 1209 42 1209 1209 15 132 16 1204 1454 15 1456 52 16 400 2 1447 52 2 4 4 15 133 2 1213 12 4 15 4 15
split_gain=1.0298e-05 1.2893e-05 6.41411e-05 1.47433e-05 1.35179e-05 1.15415e-05 8.5647e-05 0.000294042 0.000199436 4.73996e-05 4.00076e-05 3.15957e-05 4.11804e-05 3.9097e-05 3.07682e-05 3.29413e-05 4.65037e-05 0.000108 4.39487e-05 4.16988e-05 5.75449e-05 7.85571e-05 6.08524e-05 5.30215e-05 3.24543e-05 4.46952e-05 7.02728e-05 5.06362e-05 2.5841e-05 2.22041e-05
threshold=-0.14444499999999996 -0.084519999999999984 0.087505000000000013 -0.069599999999999981 -0.025744999999999997 0.088990000000000014 -0.083284999999999984 -0.073849999999999985 -0.066239999999999979 0.088250000000000009 0.089485000000000023 -0.075669999999999987 0.41423000000000004 0.057265000000000003 -0.014055 0.090425000000000019 -0.010529999999999999 0.10263500000000002 0.092120000000000021 -0.078439999999999996 -0.072334999999999997 0.11728000000000001 0.017095000000000003 0.10060500000000001 -0.083944999999999978 0.093105000000000007 -0.076229999999999978 0.09116500000000001 -0.070499999999999993 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 29 7 -7 -8 10 -10 28 14 -14 -13 16 -16 24 -17 23 -21 -22 -23 -20 -18 27 -27 -26 -12 -6
right_child=1 3 -4 4 5 6 8 -9 9 -11 11 12 13 -15 15 18 17 -19 19 20 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=7.152636564569549e-05 5.4448326633204348e-05 7.3914858889852277e-05 -0.00017755326622467363 -7.8410699320970303e-05 -1.745119153913352e-06 0.0004251190596551169 -0.00029260212269780985 -0.00011713745509041475 0.00014688221563119441 -0.00012295440956222592 0.00017226883661681895 0.00013416684035161912 -0.00018887771570007318 8.8519536075182258e-06 9.4409662743865128e-05 0.00014268508433922441 8.5301976650953296e-05 -0.00025707607273943721 -0.00018043238503326263 0.00015968802948588168 -0.00012278249872202474 -2.5355017390081359e-05 0.00018710143094022687 4.7073896002984842e-05 -0.00021379039789363479 0.00011446387379937979 -0.00010812545032936412 -2.4910878410082659e-05 1.8998354773264677e-05 -8.5606817629013682e-05
leaf_weight=20 26 27 22 22 2362 20 22 20 24 24 22 21 20 20 31 34 29 20 21 33 31 28 26 20 22 37 23 40 22 32
leaf_count=20 26 27 22 22 2362 20 22 20 24 24 22 21 20 20 31 34 29 20 21 33 31 28 26 20 22 37 23 40 22 32
internal_value=0 -4.61301e-07 -5.18857e-05 3.47206e-07 -3.09214e-07 2.62768e-07 1.25422e-05 0.000153991 2.61599e-06 1.44678e-05 2.0762e-05 1.47082e-05 6.89959e-06 -9.00129e-05 1.62181e-05 9.9474e-06 -1.82803e-05 -3.87094e-05 3.94914e-05 1.74248e-05 4.76114e-05 4.09929e-06 7.69388e-05 -6.94537e-05 -9.78668e-06 -3.23897e-05 2.9138e-05 -9.19326e-05 9.56336e-05 -2.86608e-06
internal_weight=0 3101 48 3053 3026 3004 610 40 570 548 524 500 456 40 416 395 202 171 193 159 118 85 54 41 151 122 60 62 44 2394
internal_count=3121 3101 48 3053 3026 3004 610 40 570 548 524 500 456 40 416 395 202 171 193 159 118 85 54 41 151 122 60 62 44 2394
is_linear=0
shrinkage=0.1


Tree=3302
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1204 15 130 130 130 130 1210 129 1185 1185 3 3 159 12 12 16 2 47 43 42 1 3 1 0 1209 401 3
split_gain=1.15292e-05 6.03029e-05 4.23925e-05 1.10133e-05 1.90761e-05 3.14696e-05 1.35895e-05 2.41933e-05 1.81062e-05 1.47219e-05 1.46396e-05 2.0542e-05 2.50747e-05 1.43702e-05 4.70841e-05 2.49069e-05 3.23291e-05 0.000102694 8.24588e-05 3.6684e-05 3.34765e-05 5.63649e-05 4.75049e-05 2.83727e-05 8.5663e-05 4.28549e-05 3.06772e-05 2.24915e-05 2.13126e-05 2.13195e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.016569999999999994 0.086715000000000014 0.084685000000000024 0.10519000000000002 0.099750000000000019 0.097445000000000018 -0.42132499999999995 0.10833500000000001 0.090595000000000009 0.082795000000000021 -0.094299999999999981 -0.096099999999999977 0.030370000000000005 0.10149500000000002 0.098330000000000015 0.63167000000000006 0.090175000000000019 0.082095000000000015 0.07827000000000002 0.094525000000000012 0.10337500000000001 -0.16186999999999999 0.078340000000000007 -0.081094999999999987 -0.087714999999999987 0.13274500000000003 -0.086424999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 7 8 9 -5 11 12 13 14 15 16 17 18 20 -18 21 22 23 24 -11 26 -26 -15 29 -29
right_child=1 3 -4 6 -6 -7 -8 -9 -10 10 -12 -13 -14 27 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-5.3620005741153763e-06 0.0001705240573279471 -8.243600626218933e-05 -0.00013698781837904659 7.8182736024245977e-05 8.9996341095586018e-05 7.0347690468354688e-05 -4.7347919045008539e-05 0.00010033559519797564 -9.3004473854394056e-05 0.0002368421135263186 7.417843637365598e-05 -9.9736891529357238e-05 0.00010587239445488774 7.3629874896141709e-05 0.00014051666107012093 -3.6403278353842041e-05 3.0772111073120973e-05 0.00022146631608511264 -0.00017364196173730306 -0.00011407052652965136 -4.8367034609187755e-05 0.00019981521241571381 -9.7135382202395706e-05 -3.6235413239410262e-05 0.00016982440305582716 -9.1512069816830771e-05 -5.3246838069753728e-06 -3.4129635757213826e-05 -9.274775106210396e-05 -1.4031590956505344e-06
leaf_weight=194 21 26 28 24 37 28 61 24 21 26 26 21 22 36 28 102 36 27 21 34 39 23 24 25 20 22 20 223 28 1854
leaf_count=194 21 26 28 24 37 28 61 24 21 26 26 21 22 36 28 102 36 27 21 34 39 23 24 25 20 22 20 223 28 1854
internal_value=0 1.68192e-06 -2.19635e-05 4.49924e-07 3.46842e-05 -3.21483e-06 -6.6788e-07 3.76684e-07 -5.11182e-07 2.13308e-07 -4.90969e-07 -1.22887e-06 -4.36272e-07 -1.33998e-06 1.49682e-05 6.57828e-06 2.04083e-05 3.7409e-05 1.48202e-05 -3.958e-05 3.47082e-05 5.49577e-05 3.06386e-05 5.77764e-05 8.44844e-05 2.05924e-05 8.22499e-05 -4.7448e-06 -6.08518e-06 -4.91688e-06
internal_weight=0 2899 222 2878 91 54 2787 2726 2702 2681 2657 2631 2610 2588 447 419 317 247 220 70 199 160 137 113 88 62 40 2141 2105 2077
internal_count=3121 2899 222 2878 91 54 2787 2726 2702 2681 2657 2631 2610 2588 447 419 317 247 220 70 199 160 137 113 88 62 40 2141 2105 2077
is_linear=0
shrinkage=0.1


Tree=3303
num_leaves=31
num_cat=0
split_feature=130 2 11 33 10 16 13 31 2 16 2 0 44 1456 1453 48 147 148 484 2 3 4 16 16 13 51 1 160 43 15
split_gain=9.57137e-06 1.32305e-05 1.7102e-05 2.56547e-05 1.11595e-05 0.000157082 8.62293e-05 2.74897e-05 1.79572e-05 0.000102319 1.09033e-05 2.43236e-05 1.62244e-05 1.53639e-05 1.44438e-05 1.25174e-05 2.46431e-05 2.70535e-05 1.5749e-05 6.39381e-05 2.78594e-05 1.62717e-05 5.15463e-05 7.53611e-05 1.92708e-05 6.93437e-05 2.57796e-05 2.00363e-05 7.61585e-05 8.80117e-05
threshold=-0.23123999999999997 0.31765000000000004 -0.011194999999999998 -0.009184999999999997 -0.0087699999999999983 -0.056919999999999991 -0.07692499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.056919999999999991 0.15109000000000003 -0.073309999999999986 0.084760000000000016 0.12676500000000004 0.099215000000000012 -0.11155999999999998 0.094705000000000011 -0.098399999999999974 -0.23687999999999995 0.094095000000000012 -0.084074999999999997 -0.50940999999999981 0.27252000000000004 0.19444000000000003 -0.17933499999999997 0.081440000000000026 0.12958500000000003 0.11055500000000001 -0.011694999999999999 -0.067579999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -6 9 -9 12 -12 13 14 15 -10 17 -17 19 20 -19 22 23 -20 25 26 -23 -26 29 -29
right_child=1 -3 3 4 7 -7 -8 8 10 -11 11 -13 -14 -15 -16 16 -18 18 21 -21 -22 24 -24 -25 27 -27 -28 28 -30 -31
leaf_value=6.4271268195664999e-05 8.0834903621087927e-05 -7.7750519068848185e-05 -9.7657472037503286e-05 2.0384684438268827e-05 -8.8950469081672574e-05 0.00018916723974353564 -0.0002321099216628465 0.00016597628760985788 -6.3725217787578001e-05 -0.00010711759374395987 3.6064867163077001e-05 -9.6317342873330103e-05 6.9686926332051914e-05 -7.7357522464948351e-05 -8.4787355735898028e-05 -0.00010346945829223841 8.0138811347588233e-05 5.1371623164784437e-05 8.8895860746310197e-06 0.00017691229667980224 -9.6704021780169574e-05 6.0016144859063631e-05 8.2498965969596787e-05 -0.00023066632566042246 4.4862845142022233e-06 -0.00017838802558361314 -7.4169172500081589e-05 -0.00011766974639613182 -0.00017821944607671219 0.0001626548521926452
leaf_weight=23 26 22 27 38 35 39 21 34 30 23 23 35 33 26 20 25 39 27 29 25 24 41 22 24 2288 27 22 21 28 24
leaf_count=23 26 22 27 38 35 39 21 34 30 23 23 35 33 26 20 25 39 27 29 25 24 41 22 24 2288 27 22 21 28 24
internal_value=0 -4.77163e-07 7.55071e-08 -6.12934e-07 2.53822e-07 3.34473e-05 -6.94863e-05 -8.583e-07 2.0856e-07 5.57805e-05 -9.09548e-07 -4.38209e-05 -1.26615e-08 -8.51497e-07 -1.19112e-07 5.08991e-07 1.23181e-06 6.0366e-08 1.05508e-06 4.59072e-05 -1.8311e-05 -2.94389e-07 -4.61762e-05 -9.95886e-05 1.10958e-06 -4.4306e-05 1.31578e-05 2.8408e-06 -4.87328e-05 3.18367e-05
internal_weight=0 3098 3076 3050 3023 98 59 2925 2890 57 2833 58 2775 2742 2716 2696 2666 2627 2602 76 51 2526 75 53 2451 90 63 2361 73 45
internal_count=3121 3098 3076 3050 3023 98 59 2925 2890 57 2833 58 2775 2742 2716 2696 2666 2627 2602 76 51 2526 75 53 2451 90 63 2361 73 45
is_linear=0
shrinkage=0.1


Tree=3304
num_leaves=31
num_cat=0
split_feature=130 10 0 40 2 45 104 34 13 9 31 2 16 131 131 0 131 131 160 1456 159 128 1212 4 4 52 3 1203 398 399
split_gain=9.39494e-06 2.65412e-05 3.10851e-05 1.62189e-05 2.30369e-05 2.24631e-05 1.09467e-05 2.1632e-05 6.92101e-05 4.59705e-05 2.5057e-05 2.16741e-05 3.40998e-05 1.16478e-05 7.20177e-05 0.000176513 6.38694e-05 2.73891e-05 2.35349e-05 2.59414e-05 3.56066e-05 1.9701e-05 3.30888e-05 2.18546e-05 3.28614e-05 3.07181e-05 1.93252e-05 1.88959e-05 2.15367e-05 3.13539e-05
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 0.086600000000000024 -0.057544999999999992 -0.0069799999999999992 0.091905000000000014 -0.081409999999999996 -1.0000000180025095e-35 -0.056919999999999991 0.090690000000000007 0.089415000000000008 -0.081674999999999984 0.088495000000000004 0.087205000000000019 -0.4136149999999999 -0.065759999999999985 -0.095189999999999983 0.088865000000000013 0.087505000000000013 -0.086254999999999984 -0.011559999999999999 -0.090859999999999982 -0.085114999999999982 -1.0000000180025095e-35 0.087820000000000023 0.091580000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 8 10 11 -7 12 -9 14 16 -16 17 27 -15 -20 -21 22 23 -22 26 -26 -25 -13 29 -29
right_child=1 3 -4 4 -6 6 -8 9 -10 -11 -12 13 -14 18 15 -17 -18 -19 19 20 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-6.8318157732392135e-05 -4.6099865964303419e-06 -8.8210471308446451e-05 0.00016958824220637326 -0.0001063785660880967 0.00010434989131638198 4.7178962922771462e-05 -7.0326633861193179e-05 -1.3712487212615089e-05 0.00021287683883201684 -0.00010880637417544792 -8.3811991119190409e-05 9.2919901431915124e-05 0.00015500609487903802 0.00011221806301667432 -0.00034706399019341917 6.8038758694282964e-05 0.00015214345745604349 -0.00011622484594443536 0.00010939082114115688 -0.00012753745444570087 8.5807878603143188e-05 9.3495528730832471e-05 -8.6589513901142514e-05 2.0354527336049588e-06 0.00013834858368879752 7.7473232982833087e-06 -0.00010791938032828814 -2.2530099364251033e-06 -7.4203302077565728e-05 0.00011508761969668307
leaf_weight=20 21 21 20 20 21 40 22 25 20 39 23 21 23 24 20 21 27 21 24 20 38 26 36 31 23 83 33 2294 41 23
leaf_count=20 21 21 20 20 21 40 22 25 20 39 23 21 23 24 20 21 27 21 24 20 38 26 36 31 23 83 33 2294 41 23
internal_value=0 4.4061e-07 8.03648e-05 -6.30269e-07 -2.50748e-08 -7.51342e-07 -4.66907e-08 4.72852e-07 5.08075e-05 -9.71245e-07 -6.43131e-07 5.02325e-07 6.71318e-05 -6.37453e-07 -3.02177e-06 -0.00013445 -8.01506e-07 -2.52214e-06 1.67723e-05 9.47706e-06 1.20833e-06 1.07451e-05 1.92738e-06 1.72476e-05 1.92238e-06 3.60853e-05 -5.466e-05 -1.51846e-06 -2.35951e-06 -1.08821e-06
internal_weight=0 3101 41 3060 3039 3018 2998 2976 83 2893 63 2854 48 2806 2468 41 2427 2400 338 314 290 270 244 208 170 106 64 2379 2358 2317
internal_count=3121 3101 41 3060 3039 3018 2998 2976 83 2893 63 2854 48 2806 2468 41 2427 2400 338 314 290 270 244 208 170 106 64 2379 2358 2317
is_linear=0
shrinkage=0.1


Tree=3305
num_leaves=31
num_cat=0
split_feature=40 130 42 132 394 1203 130 0 130 3 1204 51 0 1213 133 51 51 403 50 1 13 13 51 1 10 1 0 33 50 160
split_gain=9.80564e-06 2.78422e-05 2.40102e-05 1.23443e-05 5.89645e-05 3.28456e-05 1.01285e-05 1.68813e-05 2.23945e-05 3.21922e-05 1.72991e-05 1.0089e-05 2.78579e-05 3.22463e-05 3.27392e-05 4.37421e-05 6.3269e-05 4.01242e-05 2.75091e-05 4.13844e-05 5.17013e-05 3.02174e-05 2.66255e-05 0.000144307 2.62677e-05 0.00012277 5.32312e-05 2.98682e-05 2.49974e-05 3.37072e-05
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083174999999999985 0.10969000000000002 0.088820000000000024 0.12031000000000001 -0.073309999999999986 0.09364500000000002 -0.059315 -0.0030749999999999996 0.082455000000000014 -0.23051499999999997 -0.071559999999999985 -0.040449999999999993 0.090230000000000019 0.088210000000000011 -1.0000000180025095e-35 0.091320000000000012 0.10337500000000001 -0.066634999999999986 -0.088069999999999996 0.024995000000000003 0.08844500000000001 -0.0091199999999999979 0.092695000000000013 -0.099059999999999995 -1.0000000180025095e-35 0.10672000000000002 -0.085764999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 11 6 7 8 9 10 -3 22 -13 -14 -15 16 -16 -17 19 -19 -21 -20 24 -24 25 -5 -27 -26 -23 -30
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 -12 12 13 14 15 17 -18 18 21 20 -22 28 23 -25 27 26 -28 -29 29 -31
leaf_value=6.9795422750758003e-05 -0.00011254722070620202 1.9024159457565532e-05 9.9981401065936854e-05 -0.00027227531405515037 0.00017244018512997173 -0.00012440934982415846 4.7099532249766143e-05 -9.9496737080202873e-05 -8.7427685718500511e-05 0.00012258290396403027 -7.1508465339320537e-05 -8.0256633599015795e-05 -7.6617967522085359e-05 0.00012792022330799111 1.3108312305121218e-05 -0.00012198806406282213 0.00023340401266151194 0.00014534075975201891 -9.9226522434037181e-05 7.8343141846441241e-05 -0.0001221863769023912 0.00011198651752368147 9.542276971346424e-05 -0.00027572127284656743 0.00011702919463542377 0.0001420080909849189 -5.0806201422043765e-05 -5.9624178562042322e-08 -6.5077158453861103e-05 4.394400914220644e-05
leaf_weight=20 22 62 24 20 20 28 28 22 27 22 32 29 31 31 32 23 22 35 30 36 20 21 22 20 22 21 45 2240 53 61
leaf_count=20 22 62 24 20 20 28 28 22 27 22 32 29 31 31 32 23 22 35 30 36 20 21 22 20 22 21 45 2240 53 61
internal_value=0 -4.50149e-07 3.50804e-07 -4.31891e-07 1.34322e-06 -2.3195e-05 -8.51108e-06 -1.7948e-05 -5.40207e-06 1.36901e-05 -1.17955e-05 1.27174e-07 1.43432e-05 2.12885e-05 2.96267e-05 2.04763e-05 0.000102858 4.53134e-06 1.58983e-05 6.0039e-05 6.72546e-06 -8.44596e-06 -2.39484e-06 -8.13125e-05 -9.83191e-07 -5.52281e-05 1.05438e-05 1.07917e-06 1.17275e-05 -6.74127e-06
internal_weight=0 3101 3079 3055 2834 221 193 165 143 116 94 2814 424 395 364 333 54 279 256 91 56 165 2390 42 2348 86 66 2262 135 114
internal_count=3121 3101 3079 3055 2834 221 193 165 143 116 94 2814 424 395 364 333 54 279 256 91 56 165 2390 42 2348 86 66 2262 135 114
is_linear=0
shrinkage=0.1


Tree=3306
num_leaves=31
num_cat=0
split_feature=130 158 1212 3 158 1456 483 484 52 1456 2 13 0 1456 1456 13 159 158 160 3 159 158 160 160 160 480 1447 50 1447 133
split_gain=1.17157e-05 1.32948e-05 4.76605e-05 3.64211e-05 5.69046e-05 3.18652e-05 3.49121e-05 4.95962e-05 7.28827e-05 1.81221e-05 7.03645e-05 3.6739e-05 3.65213e-05 2.99346e-05 2.77234e-05 2.70901e-05 1.90871e-05 2.0463e-05 1.92049e-05 5.22661e-05 5.55152e-05 2.26174e-05 2.53597e-05 4.5942e-05 1.962e-05 3.60756e-05 2.48276e-05 6.68339e-05 4.59655e-05 2.1758e-05
threshold=-0.23123999999999997 0.10380000000000002 0.087615000000000012 -0.086554999999999979 0.11186000000000001 -0.081594999999999987 -1.0000000180025095e-35 0.096295000000000006 -0.046924999999999988 -0.077944999999999987 0.088555000000000009 -0.077799999999999994 -0.084384999999999988 -0.011624999999999998 -0.087454999999999991 -0.085154999999999995 -0.46986499999999992 -0.25150999999999996 0.10830500000000001 0.088060000000000013 0.09599000000000002 0.085030000000000008 0.098320000000000005 0.092070000000000013 -0.54913999999999985 -0.077799999999999994 -0.086359999999999978 0.092620000000000022 -0.085324999999999984 0.0033250000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 -3 -5 -7 8 -8 10 12 15 14 -11 -2 -12 -15 -18 21 20 -20 22 23 24 -19 -26 27 -27 -28 -30
right_child=1 2 -4 5 -6 6 7 -9 -10 13 11 -13 -14 16 -16 -17 17 18 19 -21 -22 -23 -24 -25 25 26 28 -29 29 -31
leaf_value=7.1107172761517367e-05 -8.5508569288228105e-06 0.00019033776335986442 -0.00015178849459446681 -0.00014589056409435711 -2.1511530940188097e-05 7.2914239785859544e-05 4.2389837883250875e-06 6.7437714460538703e-05 -0.00025677717989310624 -8.7729087588228052e-05 -2.3518463422078643e-06 4.5345774168918771e-05 0.00020054351562766195 8.2646523505250781e-05 0.00014449002268520419 -0.00015184121061961547 -7.9835456494947729e-05 7.6024519127232089e-05 9.4968596275782943e-05 -0.00016120549073632531 -9.1393739468560763e-05 4.9086881225582947e-05 8.1388204862856877e-05 -0.00012392253964208067 -0.00013096847675721319 0.00019390727320948525 -0.00014168211339932421 -1.8187841235955533e-05 -6.6279313525788038e-06 1.4217223571994925e-05
leaf_weight=23 29 21 26 22 32 32 23 22 20 39 22 39 26 28 20 27 32 34 33 27 31 99 38 30 21 24 23 39 1483 756
leaf_count=23 29 21 26 22 32 32 23 22 20 39 22 39 26 28 20 27 32 34 33 27 31 99 38 30 21 24 23 39 1483 756
internal_value=0 -5.27911e-07 -2.55986e-05 -6.52343e-06 6.24288e-05 -3.72332e-05 -1.25893e-05 -5.46833e-05 -0.000117164 1.18381e-06 3.35766e-05 -2.70792e-05 0.000104746 -7.45314e-07 5.39148e-05 -8.47235e-05 5.12049e-07 -3.49286e-07 6.14913e-07 -4.45252e-05 4.69934e-06 2.22769e-06 3.32651e-07 -9.45403e-07 6.04729e-07 -4.88312e-07 6.90219e-07 6.26103e-05 -1.03435e-06 4.10451e-07
internal_weight=0 3098 198 172 53 119 97 65 43 2900 163 88 75 2737 49 49 2698 2670 2638 91 64 2547 2448 2410 2380 2346 2325 63 2262 2239
internal_count=3121 3098 198 172 53 119 97 65 43 2900 163 88 75 2737 49 49 2698 2670 2638 91 64 2547 2448 2410 2380 2346 2325 63 2262 2239
is_linear=0
shrinkage=0.1


Tree=3307
num_leaves=31
num_cat=0
split_feature=14 142 2 11 11 33 11 51 13 11 475 475 472 9 474 49 14 484 474 52 1453 1447 12 4 1447 1453 1456 2 0 2
split_gain=1.04588e-05 6.06145e-05 5.16032e-05 2.42473e-05 2.09109e-05 1.37846e-05 1.24987e-05 5.46554e-05 5.16957e-05 2.50192e-05 2.24301e-05 3.65216e-05 2.92217e-05 2.12006e-05 1.30504e-05 4.05744e-05 4.57497e-05 3.38955e-05 2.60262e-05 6.45797e-05 3.54978e-05 3.00479e-05 0.000187472 9.69527e-05 7.05463e-05 3.51795e-05 2.83633e-05 2.64236e-05 0.000148934 0.000108834
threshold=0.078235000000000013 -0.057499999999999989 0.082850000000000021 -0.014494999999999999 0.076920000000000002 -0.044254999999999996 0.094350000000000003 -0.057604999999999996 0.086705000000000018 0.089270000000000002 -0.49524999999999991 -0.24039999999999997 -0.097514999999999977 0.091905000000000014 0.090440000000000006 0.10299000000000001 -0.23960999999999996 -0.064309999999999992 0.088435000000000014 -0.023194999999999997 -0.087504999999999986 -0.085684999999999997 0.083985000000000018 -0.067104999999999984 -0.084549999999999986 -0.079219999999999985 -0.23007499999999997 0.08622500000000001 -0.14794999999999997 0.086590000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -4 -5 9 -8 -9 10 -7 -12 -13 14 18 16 -16 -18 20 -20 -14 22 -22 -24 -23 -26 -27 28 -28 -29
right_child=2 3 4 5 -6 6 7 8 -10 -11 11 12 13 -15 15 -17 17 -19 19 -21 21 24 23 -25 25 26 27 29 -30 -31
leaf_value=0.00016639303384264085 -0.0001525407452460898 -0.00010479977747970473 -3.604200028348714e-05 8.3310949048609476e-05 7.7369744520120587e-05 0.00010533594744629229 0.00017663010858952823 7.8667992581288738e-05 -0.00012961298735635038 -0.00010974487293944029 -0.00012643849660652569 0.00011488551549105483 -0.00010967476186720136 -8.174540092795724e-05 5.7415900365802895e-05 7.942905415672743e-05 -0.00020018414116271916 -5.5329303587703701e-05 0.0001744658241347809 -5.1680765160278467e-05 0.00026939850750154465 -0.00018763498264888769 -0.00021905109295630609 4.1461641583737216e-05 0.00011896042694570497 8.3225842877254771e-05 0.00028145660380687334 -0.00017277438757446362 5.5578428068490099e-06 -5.4945833564674869e-06
leaf_weight=22 26 22 37 20 29 20 21 26 22 21 23 22 29 32 28 28 21 70 28 23 29 20 20 50 25 40 20 40 901 1406
leaf_count=22 26 22 37 20 29 20 21 26 22 21 23 22 29 32 28 28 21 70 28 23 29 20 20 50 25 40 20 40 901 1406
internal_value=0 1.00889e-06 -3.32162e-05 -2.01109e-07 1.37904e-05 5.69803e-07 1.16838e-08 4.20741e-05 -1.67941e-05 -9.90494e-07 -1.96115e-07 -9.35394e-07 8.3876e-08 -8.14927e-07 1.17318e-07 -2.88793e-05 -5.43636e-05 -8.87573e-05 1.73743e-06 7.24781e-05 3.39063e-07 1.58971e-06 5.56022e-05 -3.29706e-05 -5.91055e-07 9.47135e-07 -2.78595e-07 -1.68974e-06 1.15491e-05 -1.0122e-05
internal_weight=0 3029 92 3007 66 2985 2965 69 48 2896 2875 2855 2832 2810 2778 147 119 91 2631 51 2580 2551 99 70 2452 2432 2407 2367 921 1446
internal_count=3121 3029 92 3007 66 2985 2965 69 48 2896 2875 2855 2832 2810 2778 147 119 91 2631 51 2580 2551 99 70 2452 2432 2407 2367 921 1446
is_linear=0
shrinkage=0.1


Tree=3308
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1204 13 130 4 11 33 9 9 16 4 129 402 43 3 43 160 12 0 148 150 47 43 13 1212 12 4
split_gain=9.99607e-06 0.000278927 0.000152638 4.68912e-05 1.15975e-05 2.37982e-05 1.2285e-05 1.47873e-05 1.88325e-05 2.72769e-05 1.44144e-05 2.16763e-05 1.29267e-05 5.12939e-05 4.1821e-05 3.19376e-05 2.09713e-05 4.4352e-05 2.98343e-05 3.69012e-05 2.58725e-05 3.39482e-05 2.82492e-05 5.2228e-05 3.26651e-05 4.91967e-05 8.878e-05 1.84336e-05 4.3375e-05 1.83968e-05
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.016569999999999994 -0.013634999999999998 -0.23123999999999997 0.62931500000000018 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 0.10750500000000002 -0.15241499999999997 -0.064804999999999988 -0.082304999999999975 0.089220000000000008 -0.093959999999999988 -0.090569999999999984 -0.084359999999999991 0.096485000000000015 0.087215000000000015 -0.11437499999999999 -0.063899999999999985 1.0000000180025095e-35 0.079855000000000023 -0.074974999999999986 -0.07692499999999998 -0.42670499999999995 0.089300000000000004 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -6 8 -8 -10 12 -12 13 -11 -14 16 17 -15 -18 20 22 -22 -20 24 25 -24 -27 28 -16 -29
right_child=2 -3 4 -5 6 -7 7 -9 9 10 11 -13 14 15 27 -17 18 -19 19 -21 21 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=1.6011259207659626e-07 -0.00026395702913181262 0.00036713526060339063 0.0001163932859736423 -0.00016133278448251078 7.3721896859007586e-05 3.6762018449979827e-06 8.4239276485767242e-05 -6.4973448429049715e-05 -0.00010320885160651345 -0.00015102157701255272 0.00010473327191345649 -2.8797620252589695e-05 0.00013883684521054173 3.0538166967393936e-05 3.9245457883225755e-05 -0.00012231913118265094 0.00011362946475856005 -0.00016603241436479783 4.7565970130057799e-05 0.00011795596631903512 0.00013330062030581758 -1.2626666929546363e-05 5.0824081403401652e-05 -0.00017408712113982413 5.4140176584233387e-05 -0.00028083299212084968 -1.2255763373048012e-05 -6.7702913226172571e-07 -0.00016652696912864312 3.9928318448677971e-05
leaf_weight=178 22 21 26 20 22 67 26 36 26 27 31 20 22 24 20 23 25 22 36 24 25 44 27 28 38 20 32 2050 21 118
leaf_count=178 22 21 26 20 22 67 26 36 26 27 31 20 22 24 20 23 25 22 36 24 25 44 27 28 38 20 32 2050 21 118
internal_value=0 2.06013e-05 -1.55467e-06 -1.61523e-05 4.4979e-07 3.51885e-05 -7.09414e-07 -1.30163e-06 -4.61698e-07 -1.27643e-06 -2.86427e-07 5.23682e-05 -1.30904e-06 -1.79834e-05 1.64316e-06 -8.22241e-06 -6.15962e-07 -6.34739e-05 9.05448e-06 -4.87031e-07 -1.18576e-05 4.02455e-05 -3.17201e-05 -5.14049e-05 -2.2045e-05 -5.86911e-05 -0.000115555 2.76811e-07 -6.61502e-05 1.53304e-06
internal_weight=0 219 2902 198 2880 93 2787 2765 2729 2703 2677 51 2626 395 2231 368 345 46 299 274 250 69 181 145 117 79 52 2209 41 2168
internal_count=3121 219 2902 198 2880 93 2787 2765 2729 2703 2677 51 2626 395 2231 368 345 46 299 274 250 69 181 145 117 79 52 2209 41 2168
is_linear=0
shrinkage=0.1


Tree=3309
num_leaves=31
num_cat=0
split_feature=129 130 129 132 1185 15 129 129 403 43 403 132 132 130 130 0 11 1420 155 12 12 3 12 0 12 12 15 13 402 133
split_gain=9.78432e-06 1.31025e-05 1.56698e-05 1.51082e-05 6.26688e-05 5.81526e-05 2.22393e-05 2.29804e-05 2.25689e-05 4.16924e-05 1.33371e-05 4.14534e-05 2.88016e-05 1.25974e-05 1.84153e-05 1.50608e-05 1.42295e-05 1.58038e-05 3.26063e-05 1.87585e-05 5.43011e-05 8.45753e-05 0.000203393 5.34875e-05 4.31372e-05 3.27168e-05 4.15282e-05 2.83362e-05 2.42931e-05 3.4349e-05
threshold=0.12076500000000001 0.13302000000000003 0.11013500000000002 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.10532000000000001 0.093120000000000022 -0.082599999999999993 -0.03898999999999999 -0.074254999999999988 -0.1075 -0.084829999999999989 -0.22699999999999995 -0.09163499999999998 0.22582000000000002 0.10458500000000001 0.056520000000000008 0.14547000000000002 0.098150000000000015 0.096525000000000014 -0.073309999999999986 0.096990000000000007 0.10455500000000001 0.098810000000000023 0.095780000000000018 0.013270000000000002 -0.086589999999999986 0.024785000000000005 -0.025314999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 10 7 13 -9 -10 12 -12 -1 -6 -15 16 17 18 19 20 25 22 -22 24 -21 -16 -27 -26 29 -29
right_child=-2 -3 -4 4 6 -7 -8 8 9 -11 11 -13 -14 14 15 -17 -18 -19 -20 23 21 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=-1.2988713032150967e-05 -6.6453496246636362e-05 7.2573784200358213e-05 8.5971447879273918e-05 0.00017329647182902721 -7.61358396878429e-05 -0.00018888754915678875 -9.802482703019885e-05 -1.4407186972675846e-05 -7.6745223486796026e-06 0.00018603444226027933 4.6583174382150804e-07 -0.00015588073936214644 0.00012076174739160621 6.8061014649291069e-05 1.0875099533345439e-06 -8.760726701439126e-05 8.1486892148469845e-05 -8.7560525086397928e-05 0.00012076546752888879 -0.00015487126829611954 0.00024150087252068758 0.00026248002839565746 -0.0001716331895854987 -0.00017467242336847863 7.6206752596473783e-05 1.8495709186286799e-06 -0.00015996909576893687 -0.0001331451781206178 6.8320640275487682e-05 -1.2190120851300891e-05
leaf_weight=69 22 25 21 21 22 20 23 28 20 25 74 22 21 39 2135 20 21 21 22 20 22 20 26 22 39 35 29 27 30 180
leaf_count=69 22 25 21 21 22 20 23 28 20 25 74 22 21 39 2135 20 21 21 22 20 22 20 26 22 39 35 29 27 30 180
internal_value=0 4.71756e-07 -1.1463e-07 -7.06771e-07 1.1855e-06 -2.68586e-05 -9.34599e-08 7.10115e-07 5.60818e-05 9.99416e-05 -9.43618e-06 -3.53636e-05 1.82197e-05 -7.70519e-07 -1.58245e-07 -1.15508e-06 -5.02364e-07 -1.15753e-06 -4.61533e-07 -1.49325e-06 1.69723e-06 8.97082e-05 1.77199e-05 -2.4238e-05 -1.3057e-05 -1.02435e-06 -7.14745e-05 -2.78065e-06 -1.57786e-05 -2.79669e-05
internal_weight=0 3099 3074 3053 2847 206 2826 2803 73 45 186 96 90 2730 2708 2669 2649 2628 2607 2585 2267 68 48 318 296 2199 64 276 237 207
internal_count=3121 3099 3074 3053 2847 206 2826 2803 73 45 186 96 90 2730 2708 2669 2649 2628 2607 2585 2267 68 48 318 296 2199 64 276 237 207
is_linear=0
shrinkage=0.1


Tree=3310
num_leaves=31
num_cat=0
split_feature=47 2 47 131 131 3 132 15 1185 50 1 120 1 9 33 148 148 0 376 39 47 47 47 47 47 160 160 47 12 50
split_gain=1.04543e-05 0.000102483 5.27411e-05 1.79127e-05 1.68925e-05 2.20694e-05 1.81875e-05 0.000359732 0.000142074 4.82915e-05 1.75856e-05 4.47666e-05 4.84273e-05 2.93707e-05 7.17628e-05 1.77376e-05 1.83887e-05 1.78014e-05 1.74653e-05 2.64018e-05 1.65085e-05 4.65451e-05 1.84338e-05 2.8396e-05 2.53385e-05 1.76933e-05 2.90611e-05 1.98874e-05 2.32469e-05 1.51984e-05
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.13767000000000004 0.11669000000000002 -0.082284999999999983 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.090390000000000012 0.16540500000000002 1.0000000180025095e-35 0.14804000000000003 0.092235000000000011 -1.0000000180025095e-35 -0.10069499999999999 -0.084449999999999983 -0.24955499999999997 -0.0016099999999999997 0.10508500000000001 0.097970000000000015 0.09585500000000001 0.10254000000000001 0.10397500000000001 0.10670500000000001 -0.016279999999999996 -0.081399999999999986 0.11939500000000002 0.092995000000000008 -0.099524999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 9 -8 -1 11 12 13 14 -10 -16 -17 -18 -19 29 21 -3 -22 -24 -25 26 -26 28 -27 -20
right_child=1 20 -4 -5 5 -7 8 -9 10 -11 -12 -13 -14 -15 15 16 17 18 19 -21 22 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=-1.3054053801922772e-06 -0.00023616674581717235 5.6459265651938038e-05 0.00015623985513725944 -8.9082323434426646e-05 0.00010604968735216453 -7.9382686552972622e-06 -0.00026746390438347594 0.00040074817161834999 0.00018076159262405287 -0.00016706485151189555 9.3532928294735038e-05 -0.00011290183129988561 0.00014235191471622481 -8.7622701191118104e-05 8.1432455176319802e-05 -8.3669890968680942e-05 9.0988838582277474e-05 6.1609411035491111e-05 4.4998110317227777e-05 -7.9426039106196696e-05 8.0480757581729759e-05 -0.00014645581473954596 -0.0001167513917607721 0.00010952090167186477 -1.8543447720620671e-05 -1.5167502160214722e-05 0.00012439307694876335 1.0679202234769037e-05 -0.00013933027989696713 -2.7018267137316395e-06
leaf_weight=145 20 20 22 22 35 33 20 23 22 20 20 35 24 38 26 27 21 43 69 44 30 26 20 22 33 38 25 80 25 2093
leaf_count=145 20 20 22 22 35 33 20 23 22 20 20 35 24 38 26 27 21 43 69 44 30 26 20 22 33 38 25 80 25 2093
internal_value=0 -1.65798e-05 2.02033e-06 7.91042e-07 1.51318e-06 5.0732e-05 2.59666e-07 3.0248e-05 -2.01181e-06 -2.13975e-05 1.44582e-07 -6.20269e-07 1.01241e-06 -4.1107e-07 1.00217e-06 -7.00246e-07 -1.62992e-06 -6.5411e-07 -1.50982e-06 -2.74016e-06 -2.81255e-06 -5.82319e-05 6.5255e-06 -2.60478e-06 7.63259e-06 -3.51937e-06 4.30671e-05 -2.24146e-05 -6.44384e-05 -1.17949e-06
internal_weight=0 339 2782 2760 2738 68 2670 188 2482 165 2462 2442 2407 2383 2345 2323 2297 2270 2249 2206 319 46 273 243 223 201 58 143 63 2162
internal_count=3121 339 2782 2760 2738 68 2670 188 2482 165 2462 2442 2407 2383 2345 2323 2297 2270 2249 2206 319 46 273 243 223 201 58 143 63 2162
is_linear=0
shrinkage=0.1


Tree=3311
num_leaves=31
num_cat=0
split_feature=448 0 46 1456 154 43 474 1420 16 1374 402 151 16 1371 482 483 0 484 160 1456 42 403 0 2 1 151 160 133 42 0
split_gain=9.69474e-06 4.07549e-05 1.13419e-05 1.68067e-05 3.32094e-05 2.68023e-05 2.25763e-05 2.81507e-05 1.49061e-05 8.89302e-05 5.57543e-05 5.64268e-05 5.62872e-05 5.18045e-05 5.13993e-05 8.50056e-05 0.000143506 5.21619e-05 7.70501e-05 4.368e-05 0.000103629 5.59593e-05 4.29575e-05 8.93062e-05 3.96823e-05 3.3729e-05 2.98385e-05 4.41267e-05 8.28778e-05 3.3409e-05
threshold=0.068920000000000023 -0.26609999999999995 0.084955000000000017 0.11585000000000002 0.085530000000000009 -0.064334999999999989 -0.26322499999999993 1.0000000180025095e-35 -0.0094449999999999968 0.087855000000000016 0.10874500000000002 -0.16761999999999996 -0.0083599999999999976 0.083235000000000017 0.098465000000000011 0.098395000000000024 -0.086934999999999985 0.10126500000000001 -0.4909099999999999 0.085790000000000019 0.086375000000000021 -0.5492149999999999 -0.14649999999999996 0.10613000000000002 0.14804000000000003 -0.5145249999999999 -0.090484999999999996 0.084415000000000018 0.087405000000000024 -0.072269999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -3 8 13 10 11 -10 -13 14 15 17 -17 19 -19 21 -21 -8 23 -14 25 -23 27 29 -29 -24
right_child=-2 2 -4 5 -6 -7 7 -9 9 -11 -12 12 22 -15 -16 16 -18 18 -20 20 -22 24 26 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00013607025903183967 -6.9399616977534604e-05 -8.4724680891667969e-05 5.3772928865663218e-05 1.5864613981518363e-05 0.00012810874490241987 -0.00014390391450087053 0.00012914950097587684 0.00010758551979961339 0.00012137549158304014 -0.00021461325772439261 0.00011378268347864316 -0.0001420614193621612 1.7325233380284368e-05 0.00012285944758332336 -0.0001378694494073548 -3.1885790072423829e-05 0.00033822630677605048 1.6453453534505453e-05 -0.00025192140732542616 2.8515654533597021e-05 -0.00026535064840572887 -0.0001219911504780281 -0.00010202952947414208 -0.00025763503376982129 0.00011343415076225938 2.6645498350690511e-06 -1.2703908102159701e-05 0.00027091821873909794 -7.420950184852068e-06 5.1156235650913533e-05
leaf_weight=22 20 32 38 21 20 21 36 24 31 21 37 34 27 36 26 22 20 23 20 30 20 22 24 21 32 1624 739 20 23 35
leaf_count=22 20 32 38 21 20 21 36 24 31 21 37 34 27 36 26 22 20 23 20 30 20 22 24 21 32 1624 739 20 23 35
internal_value=0 4.47595e-07 -5.21453e-07 -1.19991e-06 -3.2014e-07 -6.40197e-05 -1.18237e-06 -2.75224e-07 -1.16084e-06 -1.0974e-05 -6.65872e-06 -1.13299e-05 -1.5787e-05 4.03586e-06 1.75445e-06 3.71779e-06 0.000144358 4.48897e-07 -0.000108372 3.10156e-06 -8.90309e-05 5.78921e-06 -1.09576e-05 -0.00010297 3.14262e-06 9.98435e-07 -5.706e-06 4.49945e-05 0.000122039 -1.11566e-05
internal_weight=0 3101 3079 3041 2999 42 2979 2947 2923 1012 991 954 923 1911 1875 1849 42 1807 43 1764 50 1714 889 48 1678 1646 841 102 43 59
internal_count=3121 3101 3079 3041 2999 42 2979 2947 2923 1012 991 954 923 1911 1875 1849 42 1807 43 1764 50 1714 889 48 1678 1646 841 102 43 59
is_linear=0
shrinkage=0.1


Tree=3312
num_leaves=31
num_cat=0
split_feature=12 130 130 394 2 1185 1185 1185 129 13 1184 398 130 133 128 42 471 471 156 15 52 52 52 52 43 43 43 3 42 52
split_gain=1.00701e-05 2.63209e-05 1.22683e-05 1.77186e-05 3.84474e-05 9.6926e-06 1.06625e-05 1.94047e-05 1.3934e-05 5.78684e-05 1.31113e-05 1.08631e-05 3.33094e-05 1.47591e-05 1.24989e-05 3.11547e-05 1.17187e-05 2.11662e-05 2.01933e-05 1.08334e-05 1.14765e-05 9.11325e-05 5.22987e-05 5.18447e-05 4.24368e-05 8.39555e-05 7.27441e-05 3.93801e-05 6.50181e-05 3.45754e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.14628999999999995 0.013605000000000001 0.087815000000000018 0.097245000000000012 0.08790000000000002 0.085905000000000009 -0.077709999999999987 -0.010094999999999998 0.084515000000000021 0.087820000000000023 0.087100000000000025 -0.53082999999999991 0.11059000000000001 -0.09693499999999998 0.10693500000000002 0.094575000000000006 -0.10934999999999999 0.19724500000000003 0.096795000000000006 0.10160000000000001 0.10611000000000001 0.11008000000000001 0.055925000000000009 0.093175000000000022 0.0016850000000000001 -0.087429999999999994 0.080840000000000009 0.11989500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 8 9 -4 11 13 -13 -10 16 -16 17 18 -15 20 -20 -22 -23 -24 26 -26 27 28 -25 -29
right_child=-2 2 3 4 -6 -7 -8 -9 10 -11 -12 12 -14 14 15 -17 -18 -19 19 -21 21 22 23 24 25 -27 -28 29 -30 -31
leaf_value=9.879271960757993e-05 -6.592436530443434e-05 -7.3135478368899584e-05 7.0240516042758823e-05 0.00015590153189987436 -3.567037143511698e-05 6.8656385319627592e-05 -5.9533781149507235e-05 8.7148363731103017e-05 7.9616834884053904e-05 -0.00015797342744190246 8.021892281703913e-05 -0.00014811398596066284 1.2843527029973403e-05 9.8062439550024766e-05 -0.00014740145601535918 1.0769860193360013e-05 7.6379276724765073e-05 -9.3943371436466808e-05 2.3571829269582358e-06 6.2638669556623353e-05 -0.00020443879475351423 0.00011669666220603343 -0.0001566906436134256 1.5246506017000366e-06 0.00023343518571761836 -8.7126792398824662e-06 -0.00019497277687398972 0.00012701737761992924 -0.00020981234359472489 -2.8765724619614866e-06
leaf_weight=27 23 23 20 22 20 20 31 25 23 25 20 20 36 21 20 33 20 24 2090 27 24 33 24 37 21 45 22 22 24 299
leaf_count=27 23 23 20 22 20 20 31 25 23 25 20 20 36 21 20 33 20 24 2090 27 24 33 24 37 21 45 22 22 24 299
internal_value=0 4.89436e-07 -3.74839e-07 1.74208e-07 6.46768e-05 -7.27026e-07 -1.19175e-06 -5.79703e-07 -1.32824e-06 -5.6545e-05 -4.66969e-07 -1.03022e-06 -4.46413e-05 -1.60794e-07 -8.19403e-07 -4.89174e-05 1.13343e-07 -4.48883e-07 3.85579e-07 -3.83242e-07 -1.02754e-06 -1.38661e-05 -5.18732e-06 -1.33294e-05 -6.00879e-06 6.83344e-05 -1.8154e-05 -7.97067e-06 -8.16243e-05 6.02582e-06
internal_weight=0 3098 3071 3048 42 3006 2986 2955 2930 45 2885 2865 56 2809 2786 53 2733 2713 2689 2668 2641 551 527 494 470 66 404 382 61 321
internal_count=3121 3098 3071 3048 42 3006 2986 2955 2930 45 2885 2865 56 2809 2786 53 2733 2713 2689 2668 2641 551 527 494 470 66 404 382 61 321
is_linear=0
shrinkage=0.1


Tree=3313
num_leaves=31
num_cat=0
split_feature=130 12 47 47 47 131 1209 1208 403 2 402 132 132 1 393 399 398 0 133 34 9 3 12 48 457 0 3 0 133 129
split_gain=1.06773e-05 2.18889e-05 9.34232e-06 8.73532e-05 3.96557e-05 1.56077e-05 1.54381e-05 1.49158e-05 1.69778e-05 0.000134623 3.10539e-05 1.58333e-05 2.89131e-05 0.000347738 0.00012752 8.57937e-05 0.000101759 3.68436e-05 1.57574e-05 1.74984e-05 2.05516e-05 5.95612e-05 1.52887e-05 2.08725e-05 3.4364e-05 2.07549e-05 1.63936e-05 5.30021e-05 4.73e-05 7.30877e-05
threshold=-0.23647499999999996 0.23631000000000002 0.092165000000000011 0.096475000000000019 0.088915000000000008 0.13767000000000004 0.14268500000000003 0.10480500000000002 -0.53960999999999981 0.083715000000000026 0.13924000000000003 -0.44750499999999993 -0.083284999999999984 0.089475000000000013 0.11213000000000002 0.090145000000000017 0.10586000000000002 -0.082084999999999977 -0.50375999999999987 -0.112215 0.08925000000000001 -0.014944999999999998 0.12477500000000001 0.12879500000000002 0.41022000000000008 -0.24955499999999997 -0.094299999999999981 0.10455500000000001 0.090665000000000009 0.080675000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 9 -2 11 -10 13 15 18 17 -17 -13 -14 -20 22 -22 23 24 25 -21 28 -28 29 -27
right_child=1 -3 3 -5 -6 -7 -8 -9 10 -11 -12 12 14 -15 -16 16 -18 -19 19 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-7.2831664219847873e-05 0.00024960122219371526 9.9862452688367654e-05 -0.00015876667505022182 2.1663915246487399e-06 0.0001031386414692143 -8.3617238686367108e-05 8.8485808082623403e-05 -6.1090042734763427e-05 -7.6265177043611544e-05 -6.4385058552337201e-05 -8.8550769112025123e-05 -3.9332692722382488e-06 6.1520351046902058e-05 0.00037035667822541053 -0.0002520448147333809 -0.00028998650847246275 2.1676193427992984e-05 0.00014760146833352685 -8.6365935361675881e-05 8.8909617275930943e-05 0.00016725767412446239 -6.2282546459755401e-05 6.366478149150655e-05 -0.0001028482809488196 0.00010984311429638183 2.2401384951776443e-05 -4.4918356030597273e-06 -0.00013246560208217214 0.00011219412961509079 -0.00010731131241853148
leaf_weight=20 22 22 38 300 38 22 20 39 26 36 39 68 43 27 20 22 20 21 23 25 26 20 37 20 28 293 1677 33 45 51
leaf_count=20 22 22 38 300 38 22 20 39 26 36 39 68 43 27 20 22 20 21 23 25 26 20 37 20 28 293 1677 33 45 51
internal_value=0 4.69733e-07 -2.40445e-07 -1.59267e-05 1.69387e-06 2.67709e-07 9.5606e-07 2.98188e-07 1.21129e-06 5.47132e-05 1.02428e-09 1.36875e-06 2.17647e-06 4.35799e-05 -6.17949e-07 -2.37711e-05 -0.000141576 3.18221e-05 1.54859e-06 4.16551e-07 1.30169e-06 6.74576e-05 -7.59301e-08 -1.16175e-06 -2.1671e-07 -1.66759e-06 -2.74641e-06 -6.9615e-06 1.57827e-05 3.17072e-06
internal_weight=0 3101 3079 338 2741 2703 2681 2661 2622 58 2564 2525 2499 158 2341 131 42 89 2321 2278 2255 46 2209 2172 2152 2124 2099 1710 389 344
internal_count=3121 3101 3079 338 2741 2703 2681 2661 2622 58 2564 2525 2499 158 2341 131 42 89 2321 2278 2255 46 2209 2172 2152 2124 2099 1710 389 344
is_linear=0
shrinkage=0.1


Tree=3314
num_leaves=31
num_cat=0
split_feature=12 130 12 128 12 52 13 43 1204 132 12 1185 12 2 132 1208 1208 1208 403 15 401 4 16 16 3 1209 403 403 1212 1212
split_gain=1.08937e-05 2.33319e-05 1.1796e-05 2.74862e-05 2.64668e-05 2.62419e-05 5.20358e-05 2.50095e-05 2.10748e-05 2.04617e-05 0.000307236 0.00012843 4.32731e-05 2.01865e-05 1.68924e-05 1.51689e-05 3.13995e-05 2.81616e-05 2.5281e-05 0.000114272 2.60881e-05 8.83164e-05 7.83743e-05 7.2759e-05 2.1713e-05 1.72715e-05 2.07647e-05 2.63751e-05 1.47102e-05 2.33712e-05
threshold=0.23631000000000002 -0.22461999999999996 0.11418000000000002 0.11170500000000001 0.10911500000000002 0.10263500000000002 -0.051094999999999995 -0.036954999999999995 0.057120000000000011 -0.083284999999999984 0.091840000000000019 -0.014244999999999999 0.089210000000000025 0.10444500000000002 -0.037359999999999997 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.5335399999999999 0.087575000000000014 0.10022000000000002 -0.083439999999999986 -0.092484999999999984 -0.082179999999999989 -0.077354999999999993 -0.077874999999999986 -0.45015499999999992 -0.41825499999999993 0.14135500000000004 0.12799000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 8 6 -4 -6 9 10 12 -11 -3 -8 -13 16 17 18 19 -16 25 -22 -23 -24 -25 -20 -27 -28 29 -29
right_child=-2 2 3 -5 7 -7 13 -9 -10 11 -12 14 -14 -15 15 -17 -18 -19 20 -21 21 22 23 24 -26 26 27 28 -30 -31
leaf_value=9.306239435655125e-05 -6.8567334081940913e-05 -1.1729082014655823e-06 0.00014493515761084081 -0.00012827805666070757 -3.7597515424400067e-06 -8.447022593078574e-05 -8.4126349338475858e-05 0.00012923119841528412 -9.1660688398405906e-05 -0.00025390313379830331 0.00035643340961541984 7.9147191233156866e-05 -0.00015867687231678116 2.5032517462225061e-05 -8.1471809307518211e-05 -8.3043068827299245e-05 0.00010038600081139931 -0.0001161890737421345 9.136347715476794e-05 0.00023731610748324206 -0.00023286995929083787 -0.00017523761383596469 0.00013595577187609309 1.4827565081015399e-05 -0.0001291378849418834 -8.5332815537445385e-05 0.00011027374943792397 4.4782392571117039e-07 8.3582270564788605e-05 -0.00010812337994138943
leaf_weight=27 23 103 24 23 26 34 32 31 25 20 25 27 21 36 23 22 31 21 21 22 21 22 39 22 20 28 22 2289 21 20
leaf_count=27 23 103 24 23 26 34 32 31 25 20 25 27 21 36 23 22 31 21 21 22 21 22 39 22 20 28 22 2289 21 20
internal_value=0 5.0905e-07 -3.04672e-07 -2.77504e-05 1.09485e-06 -9.40013e-06 1.83432e-05 6.85687e-05 -2.47557e-07 5.57136e-07 3.66296e-05 -1.44019e-06 -2.7847e-05 -2.63364e-05 4.50213e-07 -3.53425e-07 3.40386e-07 -8.56609e-07 8.5796e-08 7.43801e-05 -1.23826e-06 -4.59659e-05 -7.85926e-06 3.76015e-05 -5.37274e-05 1.07171e-06 2.75014e-07 1.29415e-06 2.65163e-07 -4.92594e-07
internal_weight=0 3098 3071 149 2922 126 92 57 2865 2840 149 2691 124 68 2671 2644 2622 2591 2570 45 2525 124 103 81 42 2401 2380 2352 2330 2309
internal_count=3121 3098 3071 149 2922 126 92 57 2865 2840 149 2691 124 68 2671 2644 2622 2591 2570 45 2525 124 103 81 42 2401 2380 2352 2330 2309
is_linear=0
shrinkage=0.1


Tree=3315
num_leaves=31
num_cat=0
split_feature=393 403 130 12 34 12 9 1 40 9 9 45 16 51 129 160 43 402 48 150 2 43 13 0 52 160 1 1 48 52
split_gain=1.3041e-05 8.10421e-05 1.07835e-05 2.08978e-05 1.09225e-05 6.47012e-05 3.50899e-05 7.2394e-05 2.91699e-05 3.02963e-05 1.56652e-05 1.12623e-05 1.25602e-05 6.13043e-05 3.79887e-05 3.71218e-05 3.17001e-05 4.90572e-05 3.87625e-05 4.60439e-05 4.33027e-05 2.93151e-05 2.65645e-05 2.46641e-05 4.83112e-05 0.000107615 3.11968e-05 6.00115e-05 3.72719e-05 4.11741e-05
threshold=0.10856500000000001 -0.074254999999999988 -0.23647499999999996 0.23631000000000002 -0.057544999999999992 -0.015429999999999998 0.091905000000000014 0.13332000000000002 -0.07632499999999999 -0.08619499999999998 0.082870000000000013 0.094030000000000016 -0.15241499999999997 0.081440000000000026 -0.08341999999999998 0.10455000000000002 0.0061450000000000003 0.089220000000000008 -0.072824999999999987 0.11740500000000002 0.14838000000000004 0.093175000000000022 0.095120000000000024 -0.14001499999999997 -0.0027449999999999996 -0.086829999999999977 0.10672000000000002 0.11181500000000001 0.089670000000000014 -0.089199999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 8 10 -8 9 -4 11 12 13 15 -14 16 17 18 -6 20 22 -18 -20 24 26 -26 28 -28 29 -16
right_child=1 -3 3 -5 6 -7 7 -9 -10 -11 -12 -13 14 -15 23 -17 21 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-7.4046595145773621e-05 0.00014644191281452853 -0.00010485403029070725 0.0001107330528052094 9.6732942537610983e-05 -0.00010135145625099541 0.00018757015899436305 -0.00021431727734085617 3.6583755749945892e-05 -9.6689125460285995e-05 -3.5641182072257864e-05 8.1366710124395627e-05 -5.7072058714564066e-05 0.00013919732635258697 -0.00015984970652555474 -6.1483951645730081e-05 -0.00013903720733651425 0.00015363698429692624 -0.00016646244948788081 2.7099707352672105e-05 0.00015662742516724394 -0.00014209043922164711 1.9553981907111372e-05 -9.5313918282045049e-05 -2.3396233165161132e-06 -2.5250560793210755e-05 0.00027745187123756572 0.00020762482430654929 -1.7540347621904621e-05 -0.00012367277080624331 7.7052276238747351e-05
leaf_weight=20 33 21 26 22 35 21 23 23 26 31 23 36 20 28 41 20 22 20 156 20 20 63 20 2183 24 23 20 29 27 45
leaf_count=20 33 21 26 22 35 21 23 23 26 31 23 36 20 28 41 20 22 20 156 20 20 63 20 2183 24 23 20 29 27 45
internal_value=0 4.87157e-05 -8.57729e-07 -3.77329e-07 -1.08359e-06 3.07619e-05 -2.21742e-06 -8.88668e-05 -8.91246e-06 3.1126e-05 -8.31031e-07 -1.49392e-06 -7.834e-07 -1.71019e-05 1.94988e-06 -6.47171e-06 9.75787e-07 -1.57363e-05 -3.72624e-06 1.20927e-05 -2.65578e-06 5.42578e-05 1.31891e-05 8.02322e-07 3.36199e-05 0.00012288 7.72328e-06 7.43638e-05 -2.11739e-05 1.10059e-05
internal_weight=0 54 3067 3047 3025 104 2921 46 83 57 2875 2852 2816 404 2412 376 356 271 251 216 196 85 176 2392 209 47 162 49 113 86
internal_count=3121 54 3067 3047 3025 104 2921 46 83 57 2875 2852 2816 404 2412 376 356 271 251 216 196 85 176 2392 209 47 162 49 113 86
is_linear=0
shrinkage=0.1


Tree=3316
num_leaves=31
num_cat=0
split_feature=132 1185 15 1 0 12 4 1203 376 3 123 12 4 16 12 45 16 13 4 15 49 12 34 49 2 3 151 151 13 1
split_gain=1.20947e-05 8.22221e-05 3.20255e-05 1.71179e-05 6.26402e-05 1.16632e-05 2.49404e-05 1.14845e-05 1.13143e-05 1.95515e-05 1.41245e-05 1.41554e-05 2.1469e-05 4.3537e-05 2.81136e-05 1.8804e-05 1.78792e-05 5.59214e-05 3.57014e-05 6.44868e-05 0.000157974 3.84705e-05 3.88022e-05 7.21937e-05 3.62347e-05 3.11271e-05 5.82664e-05 3.90247e-05 3.71214e-05 2.87197e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.088135000000000005 -0.082284999999999983 0.23631000000000002 0.63113500000000011 0.085685000000000011 -0.083489999999999981 -0.0096849999999999974 -0.043329999999999994 -0.095379999999999979 0.058735000000000009 -0.11118499999999999 -0.11019 0.094030000000000016 -0.18708499999999997 -0.17933499999999997 0.076415000000000025 -0.11345499999999999 0.098895000000000025 -0.092484999999999984 -0.057544999999999992 -0.053364999999999996 -0.0091949999999999983 -0.13309499999999996 0.084990000000000024 -0.080284999999999981 0.11596500000000001 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -5 6 8 -1 9 -3 -10 12 -12 14 -14 16 17 -13 21 29 -21 -18 23 -23 -24 28 27 -27 -19 -20
right_child=1 5 -4 4 -6 -7 -8 -9 10 -11 11 15 13 -15 -16 -17 18 25 19 20 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.0320048467256127e-06 0.00019887679331337233 1.7100936092901977e-05 -0.0001291146685834974 -0.00017143754934659228 5.2419846615521233e-05 -7.0641359699315543e-05 0.00010236651954376915 6.715231251695918e-05 -8.0950961360247759e-05 -0.00012272582388504817 0.00010283998353235588 -0.00014865726002829933 0.00013652672775303171 -0.0001062188471184092 -2.4006182211451236e-05 -7.7449079206769151e-05 -0.00012480255439489458 7.1702167479631513e-06 -0.00010533127627240901 0.00029448356985210859 -7.0839148247614506e-05 -2.1479317850510901e-05 -0.00010674572873657809 0.00023577073574415411 2.1689553490131464e-06 8.7775103350974282e-05 -0.00019057584220718128 -3.1471743300160575e-05 0.00016241588542470709 3.6058797837433624e-05
leaf_weight=120 21 20 25 25 25 23 24 27 21 20 34 31 24 23 20 31 24 67 20 29 20 24 31 20 2085 33 20 163 20 51
leaf_count=120 21 20 25 25 25 23 24 27 21 20 34 31 24 23 20 31 24 67 20 29 20 24 31 20 2085 33 20 163 20 51
internal_value=0 1.72268e-06 -2.24957e-05 -8.96533e-06 -5.95089e-05 2.84097e-07 8.55476e-07 8.22634e-06 -5.09121e-09 -5.28124e-05 7.51732e-07 1.37114e-06 3.81192e-05 5.27589e-06 6.35572e-05 -1.94789e-08 8.90422e-07 -2.0732e-05 4.02492e-06 5.71301e-05 0.000145372 1.10705e-06 2.50605e-06 9.54525e-05 5.73324e-07 -7.64393e-06 -2.79853e-05 -1.13945e-05 4.28589e-05 -3.76939e-06
internal_weight=0 2899 222 197 50 2878 2855 147 2831 40 2791 2770 101 67 44 2669 2638 334 2304 120 49 2184 2160 44 2116 303 216 196 87 71
internal_count=3121 2899 222 197 50 2878 2855 147 2831 40 2791 2770 101 67 44 2669 2638 334 2304 120 49 2184 2160 44 2116 303 216 196 87 71
is_linear=0
shrinkage=0.1


Tree=3317
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 400 399 3 448 0 45 46 11 33 12 4 1 123 49 9 1 2 2 2 2 3 13 43 133 133 2
split_gain=9.79673e-06 6.65999e-05 2.59407e-05 1.64021e-05 1.08075e-05 1.15466e-05 1.13802e-05 9.73105e-06 3.37821e-05 1.20859e-05 1.33989e-05 1.72176e-05 2.92706e-05 1.30512e-05 2.41322e-05 1.96835e-05 4.72131e-05 5.80435e-05 4.35543e-05 2.42011e-05 1.02815e-05 0.000114487 8.10972e-05 9.35485e-05 6.44967e-05 3.73446e-05 3.08755e-05 4.7054e-05 0.000121801 4.5278e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.10645500000000001 0.088015000000000024 -0.087044999999999983 0.068920000000000023 -0.26609999999999995 0.10331000000000001 1.0000000180025095e-35 -0.011194999999999998 -0.009184999999999997 0.23631000000000002 0.63113500000000011 0.13686500000000004 0.090420000000000014 -0.031119999999999998 0.09055500000000001 0.14173500000000003 0.096325000000000008 0.095195000000000016 0.097220000000000015 0.097845000000000015 -0.076514999999999986 -0.16152999999999998 -0.091784999999999992 0.089405000000000012 0.10622000000000002 0.10188000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 8 -3 10 11 -10 -13 14 15 18 17 -17 20 -19 21 25 -22 -24 -23 -14 27 -25 -29 -28
right_child=1 7 -4 -5 -6 6 -8 -9 9 -11 -12 12 13 -15 -16 16 -18 19 -20 -21 22 24 23 26 -26 -27 29 28 -30 -31
leaf_value=-6.5513652844930294e-06 0.00017898911319207402 0.00012418161283924499 -0.00011620320624206216 -9.1602752218022945e-05 -6.7309388105059038e-05 2.0811848199545322e-06 0.00010268291307906824 -6.925482744463806e-05 8.2437177254178102e-05 7.0447009738927599e-05 -7.5217544447999307e-05 -0.00010453565849241354 -0.00012963052162872786 -7.8434431058364379e-05 0.00010270122338229356 5.0836467571571128e-05 4.6874887438638036e-05 -0.00023244338061496301 0.00011571236717634638 -8.9308197909674535e-05 0.00015209882786669035 -4.3362797454652276e-05 -0.00020080360237360848 5.7403814058620427e-06 -0.00029120425890488108 1.4977017604484306e-06 9.2196257914641449e-05 -0.00030079253047006206 4.8207850304606844e-05 7.7277544189081857e-06
leaf_weight=111 21 22 25 21 20 22 23 20 25 24 24 27 22 21 23 20 38 21 33 27 38 21 22 83 21 1699 72 20 20 535
leaf_count=111 21 22 25 21 20 22 23 20 25 24 24 27 22 21 23 20 38 21 33 27 38 21 22 83 21 1699 72 20 20 535
internal_value=0 1.55041e-06 -2.02461e-05 -8.0688e-06 1.89832e-06 1.07711e-05 5.34998e-05 2.55684e-07 7.42111e-07 -2.15459e-07 -8.18552e-07 -1.78102e-07 -9.25616e-07 9.68512e-08 7.04276e-07 -1.67169e-07 -4.24024e-05 -9.22927e-05 1.56405e-06 -0.00015193 8.85739e-08 -4.15949e-06 9.56875e-06 2.36643e-06 -0.000167284 -1.78545e-07 8.48937e-06 -3.71971e-05 -0.000126292 1.77471e-05
internal_weight=0 2899 222 197 176 156 45 2878 2858 2836 2812 2788 2763 2736 2715 2692 106 68 2586 48 2553 1763 790 752 42 1721 730 123 40 607
internal_count=3121 2899 222 197 176 156 45 2878 2858 2836 2812 2788 2763 2736 2715 2692 106 68 2586 48 2553 1763 790 752 42 1721 730 123 40 607
is_linear=0
shrinkage=0.1


Tree=3318
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 0 12 400 130 400 15 142 11 33 9 3 132 128 128 0 16 13 3 128 400 129 4 3 0 400 133
split_gain=9.06401e-06 0.000273149 0.000134124 4.85624e-05 9.67384e-06 1.49389e-05 1.47504e-05 1.1693e-05 1.05088e-05 1.30944e-05 9.50617e-06 1.34886e-05 2.43475e-05 1.21455e-05 2.57651e-05 8.86996e-06 9.48722e-06 2.71951e-05 3.25167e-05 3.07742e-05 5.28966e-05 4.46343e-05 2.67291e-05 2.01282e-05 1.52514e-05 6.31055e-05 5.03496e-05 3.59899e-05 1.67007e-05 1.63957e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.10096999999999999 0.10911500000000002 -0.016164999999999995 0.087230000000000016 -0.082934999999999995 0.084655000000000022 -1.0000000180025095e-35 -0.011194999999999998 -0.012019999999999998 0.09055500000000001 -0.011549999999999998 -0.037359999999999997 0.090375000000000025 0.09585500000000001 -0.076899999999999982 -0.082179999999999989 -0.012549999999999997 -0.090809999999999988 0.086950000000000013 -0.39724499999999996 0.083780000000000007 -0.085409999999999986 -0.089819999999999983 -0.081094999999999987 -0.077959999999999988 -0.082724999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 8 -8 9 -6 -4 -12 -13 15 -15 -14 22 -18 19 20 -19 -21 23 -17 28 -26 -27 29 -25 -28
right_child=2 -3 10 -5 5 -7 7 -9 -10 -11 11 12 13 14 -16 16 17 18 -20 21 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-5.6520019223591178e-05 -0.00024745447778762108 0.0003625434263431955 -6.0997395485173912e-05 -0.00016449853821541184 4.7794221672634394e-05 6.6807358504904961e-05 -2.2925869416212663e-06 -9.638454212108628e-05 8.2637973052139083e-05 -6.284203451286886e-05 7.5588762532182357e-05 -9.9990139483452373e-05 5.107281738352921e-05 -1.3517420085498508e-05 0.00013745338579610689 -9.5052367727145213e-05 -0.00012755648527176659 -8.2380580468452541e-05 7.4800245337038583e-05 -4.921751019537624e-06 0.00013022829860512338 -0.00020918469970638401 0.00011624288577877451 -8.3908158194390134e-05 0.00017040504532848933 -0.00010397691691623275 -7.0769020880106847e-05 0.00011764466279499983 -6.7862038578541537e-08 4.2652065908791538e-05
leaf_weight=26 22 21 25 20 23 35 28 25 21 20 24 24 34 26 20 22 22 25 35 23 22 20 20 24 27 33 25 36 2367 26
leaf_count=26 22 21 25 20 23 35 28 25 21 20 24 24 34 26 20 22 22 25 35 23 22 20 20 24 27 33 25 36 2367 26
internal_value=0 1.96173e-05 -1.48042e-06 -1.67536e-05 -1.53062e-07 9.48865e-06 -7.65797e-06 -4.66756e-05 2.46535e-05 -3.6645e-06 3.98547e-07 9.36165e-07 3.03293e-07 1.16081e-06 5.21221e-05 3.1176e-07 -3.21124e-07 -2.50314e-05 -6.98702e-06 -3.87932e-05 1.71385e-05 -9.99278e-05 1.08679e-06 1.87132e-07 1.01269e-06 3.22764e-05 1.19748e-06 4.10912e-05 -9.09421e-07 -1.29465e-05
internal_weight=0 219 2902 198 178 152 117 53 64 43 2880 2855 2831 2807 46 2761 2727 147 125 90 47 43 2580 2560 2538 147 120 87 2391 51
internal_count=3121 219 2902 198 178 152 117 53 64 43 2880 2855 2831 2807 46 2761 2727 147 125 90 47 43 2580 2560 2538 147 120 87 2391 51
is_linear=0
shrinkage=0.1


Tree=3319
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 12 51 12 12 12 12 3 51 4 160 12 0 2 2 52 51 50 10 1 0 15 33 51 49 49 160
split_gain=9.64745e-06 7.18478e-05 3.41888e-05 9.08017e-06 2.19416e-05 9.1366e-06 2.98006e-05 0.000127526 7.62646e-05 5.65448e-05 3.92793e-05 2.96928e-05 2.88315e-05 2.70907e-05 2.90904e-05 2.34086e-05 2.28959e-05 8.09217e-05 5.88435e-05 4.9928e-05 2.61465e-05 2.255e-05 0.000112458 4.87998e-05 7.98371e-05 2.93216e-05 2.13575e-05 1.87142e-05 0.000104102 6.78087e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23647499999999996 0.23631000000000002 0.082455000000000014 0.096525000000000014 0.094375000000000014 0.091545000000000015 0.10149500000000002 -0.15956499999999998 0.08955500000000001 -0.0052149999999999992 0.11055500000000001 0.088615000000000013 -0.075684999999999988 0.087245000000000003 0.090935000000000016 -0.0041199999999999995 0.095375000000000015 0.10917 -0.0091199999999999979 0.092695000000000013 1.0000000180025095e-35 -0.10091499999999999 -1.0000000180025095e-35 0.045645000000000005 0.079765000000000016 0.08610000000000001 -0.085764999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 21 7 8 10 -8 -7 12 -12 14 16 -11 18 -18 -13 -19 -21 22 -5 24 -24 -23 27 -27 -29 -30
right_child=1 3 -4 4 -6 6 9 -9 -10 15 11 13 -14 -15 -16 -17 17 19 -20 20 -22 25 23 -25 -26 26 -28 28 29 -31
leaf_value=-5.4886534337875234e-06 0.00018583564849991707 -6.6951832413906227e-05 -0.00012555450792003993 -0.00026060374162625524 0.0001001456556382023 -0.00012958200965104404 0.00021498833782970908 -0.0002163159012561664 0.00016462833660497723 -6.1188243654958742e-05 0.00015223561613648029 9.2956800030411367e-05 -1.9835768563842233e-06 -9.6798445317997705e-05 -7.23484309825532e-05 7.5604355691305907e-05 0.00020978713576914746 -0.00012835358031138423 -0.00013023498381867452 0.0001115521379715039 -3.0660084727666497e-06 0.00011169654586094271 0.00018754251406062394 -0.00012122210025154346 -7.3655608139233672e-05 3.6670340798887212e-06 -8.8579551083967095e-05 -0.00020598411319627176 8.1316384896328804e-05 -2.5971701615847532e-05
leaf_weight=195 21 20 27 20 22 21 20 25 32 22 27 21 22 27 36 29 25 21 27 34 48 23 25 20 22 1837 28 28 72 324
leaf_count=195 21 20 27 20 22 21 20 25 32 22 27 21 22 27 36 29 25 21 27 34 48 23 25 20 22 1837 28 28 72 324
internal_value=0 1.53854e-06 -2.00913e-05 1.93775e-07 6.63653e-07 -1.08069e-07 1.31908e-05 1.68911e-06 1.76719e-05 7.2481e-05 2.45309e-06 1.20806e-05 8.29943e-05 -2.45814e-06 9.5569e-06 1.65958e-05 2.63103e-05 4.83973e-05 -3.25886e-05 9.22504e-06 4.44586e-05 -2.53057e-06 -5.25101e-05 9.60742e-06 6.52796e-05 -6.49858e-07 -1.77872e-06 -7.03788e-07 -1.96406e-05 -6.46478e-06
internal_weight=0 2899 222 2878 2858 2836 437 366 341 71 309 288 49 239 212 51 176 128 48 103 82 2399 87 67 47 2312 2289 2261 424 396
internal_count=3121 2899 222 2878 2858 2836 437 366 341 71 309 288 49 239 212 51 176 128 48 103 82 2399 87 67 47 2312 2289 2261 424 396
is_linear=0
shrinkage=0.1


Tree=3320
num_leaves=31
num_cat=0
split_feature=12 130 394 39 3 39 39 39 43 1446 1213 15 15 3 52 403 133 1210 474 4 159 4 45 11 33 47 47 9 3 47
split_gain=1.03282e-05 2.32195e-05 1.02399e-05 8.70797e-06 1.9259e-05 1.74836e-05 2.73761e-05 1.14589e-05 1.49778e-05 1.03543e-05 0.000117242 8.42685e-05 0.000208407 0.000161072 8.20425e-05 5.3299e-05 0.000106995 3.23072e-05 2.82021e-05 3.46409e-05 2.08872e-05 2.63985e-05 1.23277e-05 6.37939e-05 2.22896e-05 1.4177e-05 0.000123321 7.41599e-05 0.000194138 1.52964e-05
threshold=0.23631000000000002 -0.22461999999999996 0.15288500000000002 0.11536 0.0068900000000000012 0.10940500000000002 0.10508500000000001 0.096775000000000014 -0.072269999999999987 0.083715000000000026 0.04198000000000001 0.087575000000000014 0.013270000000000002 -0.085854999999999987 0.008405000000000001 -0.54856499999999986 0.40945500000000007 -0.41266499999999995 0.088985000000000022 -0.0060199999999999993 -0.092414999999999983 0.015030000000000002 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.094160000000000008 0.096850000000000006 0.088235000000000022 -0.13309499999999996 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 9 -9 15 11 12 18 -13 -15 16 -3 -17 19 -11 -21 -22 23 -19 -25 27 -27 29 -29 -26
right_child=-2 2 -4 4 -6 -7 -8 8 -10 10 -12 13 -14 14 -16 17 -18 22 -20 20 21 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=9.2825942394685827e-05 -6.6763918047122979e-05 -0.00026825045510618526 6.2174627810936028e-05 -0.00011840023267723154 6.691452676932386e-06 7.9961359391813024e-05 -0.00011747489079425578 -7.9399610902847999e-06 0.00011149430168491865 0.00010512596481670959 0.00025084254823013906 0.00032134020917250645 -0.00034405678488838023 -0.00014267344037458923 0.00010727635319575523 0.00012271219890126736 4.0219788839433183e-05 0.00017254662774835849 -9.3173454549217314e-05 5.9485363104053813e-05 -0.00014077149993681816 4.0164055997807101e-06 -6.1641788817509862e-05 -9.8380950146292892e-05 -2.2476548345897255e-06 0.00022721153610081484 -3.3679234987831416e-06 6.8151140084924202e-05 -0.00035238999082052729 8.5603211555280726e-05
leaf_weight=27 23 22 26 20 32 27 20 21 21 35 20 21 20 24 29 21 23 21 26 26 20 34 34 24 2199 26 215 23 21 20
leaf_count=27 23 22 26 20 32 27 20 21 21 35 20 21 20 24 29 21 23 21 26 26 20 34 34 24 2199 26 215 23 21 20
internal_value=0 4.95672e-07 -3.16089e-07 -8.49671e-07 -4.14207e-05 -1.44795e-07 -8.74015e-07 -8.24272e-08 5.17772e-05 -8.32463e-07 1.84132e-05 -1.36806e-06 -4.19658e-05 8.69594e-05 -5.90846e-06 -2.6851e-06 -0.000110588 -8.2042e-07 8.84015e-07 2.21492e-05 -1.41532e-05 -4.96087e-05 -1.82475e-06 -1.02688e-06 -2.46875e-06 -1.54946e-06 2.15079e-05 -4.00497e-06 -0.000132562 -1.45585e-06
internal_weight=0 3098 3071 3045 52 2993 2966 2946 42 2904 255 235 161 74 53 2649 45 2604 141 115 80 54 2583 2549 2528 2504 241 2263 44 2219
internal_count=3121 3098 3071 3045 52 2993 2966 2946 42 2904 255 235 161 74 53 2649 45 2604 141 115 80 54 2583 2549 2528 2504 241 2263 44 2219
is_linear=0
shrinkage=0.1


Tree=3321
num_leaves=31
num_cat=0
split_feature=130 12 50 132 1211 50 4 4 393 403 43 1209 3 456 13 50 133 13 1 160 0 2 4 3 474 48 13 403 1210 52
split_gain=9.51168e-06 2.05753e-05 9.30847e-06 0.000168635 0.000210004 6.33201e-05 4.71693e-05 3.63354e-05 2.47875e-05 2.63105e-05 0.00012324 4.46394e-05 2.23861e-05 2.23021e-05 2.28292e-05 3.61626e-05 2.61391e-05 3.15104e-05 6.69423e-05 8.96629e-05 5.00912e-05 5.03463e-05 4.01348e-05 3.41268e-05 7.24964e-05 1.83993e-05 1.53918e-05 1.48286e-05 5.81296e-05 5.54063e-05
threshold=-0.23647499999999996 0.23631000000000002 0.090630000000000016 -0.083284999999999984 0.11048500000000001 0.089915000000000009 -0.07958999999999998 -0.15464999999999998 0.11333500000000001 -0.53960999999999981 -0.040344999999999992 -0.089214999999999989 -0.087429999999999994 0.091255000000000017 -0.087404999999999997 0.11413000000000002 -1.0000000180025095e-35 -0.066634999999999986 0.099660000000000012 -1.0000000180025095e-35 -0.087634999999999977 0.087470000000000006 -0.0063549999999999987 -0.075944999999999985 0.087035000000000015 0.10096000000000001 -0.089109999999999981 0.0033700000000000002 -0.097479999999999983 0.085310000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 6 8 7 25 9 10 -2 -11 -9 14 15 26 -16 20 19 -19 21 22 -18 24 -22 -5 -8 28 -13 -29
right_child=1 -3 3 4 -6 -7 13 12 -10 11 -12 27 -14 -15 16 -17 17 18 -20 -21 23 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-6.8741299764951696e-05 0.00025348835955479778 9.6807476686742376e-05 0.00024210807837031707 -2.1010629093208804e-05 -0.00026802349795096756 -0.00017561532085459304 -4.62485220590939e-05 5.7439270977695181e-05 -0.00010240662511478149 -0.00012113178490248937 -4.3917155677550718e-05 -0.00016896710682582733 0.00019402296030810769 -0.00010141058635120069 0.00010699164510177589 5.79739198246898e-05 -5.3568700910545891e-05 -5.6331206966812415e-06 6.0118841458854549e-05 -0.0002750477589697333 0.00026902492726272296 -0.00015188745293760969 0.00013395649730227888 -5.1484378370029541e-06 2.3019364241918085e-05 9.6961530580301776e-05 -0.00016882639582036063 -1.5067370274520824e-05 -1.7595849899488935e-06 6.908730900974654e-05
leaf_weight=20 22 22 30 39 28 21 21 21 24 31 38 21 28 22 28 20 25 30 37 21 23 22 21 24 25 20 20 190 2094 133
leaf_count=20 22 22 30 39 28 21 21 21 24 31 38 21 28 22 28 20 25 30 37 21 23 22 21 24 25 20 20 190 2094 133
internal_value=0 4.43339e-07 -2.452e-07 1.21683e-05 -2.35425e-06 -2.68063e-06 1.42872e-05 7.18397e-05 -1.25814e-06 -2.98245e-07 6.51315e-05 -1.88828e-06 0.000135487 -4.04807e-06 2.70895e-06 -5.22667e-05 1.58086e-05 4.6107e-06 -4.22795e-05 -0.000116569 3.40846e-05 -2.74655e-05 3.20406e-05 9.22152e-05 0.000140897 1.89799e-05 -0.000106043 -3.72054e-07 -3.4198e-06 1.95846e-05
internal_weight=0 3101 3079 505 475 2574 447 108 2553 2529 60 2469 49 339 317 61 256 228 88 51 140 68 46 72 48 59 41 2438 2115 323
internal_count=3121 3101 3079 505 475 2574 447 108 2553 2529 60 2469 49 339 317 61 256 228 88 51 140 68 46 72 48 59 41 2438 2115 323
is_linear=0
shrinkage=0.1


Tree=3322
num_leaves=31
num_cat=0
split_feature=1211 43 401 402 1205 1211 1211 1203 1200 4 393 12 130 401 16 1209 13 1209 133 1212 12 1210 402 481 1447 12 4 43 399 402
split_gain=1.21392e-05 3.00317e-05 1.16568e-05 3.48373e-05 2.55353e-05 1.6595e-05 2.06183e-05 2.30041e-05 5.48485e-05 2.10343e-05 1.15479e-05 1.092e-05 2.15527e-05 8.97041e-06 3.01122e-05 2.90887e-05 6.79899e-05 2.67576e-05 2.65257e-05 1.10972e-05 5.57999e-05 2.80845e-05 2.51987e-05 2.08291e-05 0.000116749 7.28304e-05 8.71053e-05 1.79673e-05 1.74244e-05 2.18045e-05
threshold=0.11716500000000001 0.062770000000000006 -0.46360499999999999 -0.45454999999999995 1.0000000180025095e-35 0.10809000000000001 0.087635000000000005 0.089745000000000019 0.084780000000000008 -0.080924999999999983 0.12069000000000002 0.23631000000000002 -0.22461999999999996 0.11444000000000001 -0.082179999999999989 -0.085894999999999985 -0.064619999999999983 -0.077594999999999983 -0.038089999999999992 -0.08867499999999999 0.087215000000000015 -0.14175499999999996 0.11174500000000002 -0.086484999999999992 -0.085684999999999997 0.090840000000000018 -0.050494999999999991 -0.0024749999999999993 0.10788500000000002 0.10607000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 7 10 -9 -8 11 12 -5 15 -15 16 -14 -17 -16 20 -19 -21 23 24 -23 26 -26 -22 29 -25
right_child=1 -3 3 4 -6 -7 9 8 -10 -11 -12 -13 13 14 18 17 -18 19 -20 21 27 22 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-6.6236480725584212e-05 0.00010605192528049829 -4.9242493223573543e-05 0.00010354975370887588 8.9052126525159653e-05 -0.00011396043235436082 -8.5204231171424593e-05 0.00013358096222636169 -0.00015846783975701265 4.831812589343273e-05 9.0040682897035197e-06 7.5829816178156766e-05 -6.904850063659504e-05 4.2935285420667029e-05 0.00010589053166437555 -9.6275993137564722e-05 0.00010940596376630393 -0.00021152934662365752 0.00014458135450820856 4.8659770150801967e-05 -0.00010387306352236516 -0.00010423214094771537 0.00022703475042362697 -8.9522400230634958e-05 -1.9166787358281291e-06 -0.0002407307010192502 0.0001309713909311382 1.9796136080968252e-05 2.5365446692929887e-05 8.451754129846054e-05 -9.2295298977492011e-05
leaf_weight=27 33 20 32 27 20 23 23 29 23 33 20 23 21 33 23 22 21 29 28 27 20 26 32 2356 21 23 33 23 23 27
leaf_count=27 33 20 32 27 20 23 23 29 23 33 20 23 21 33 23 22 21 29 28 27 20 26 32 2356 21 23 33 23 23 27
internal_value=0 4.74503e-05 -8.19705e-07 -2.38892e-07 -1.34266e-06 -5.89111e-07 6.70412e-08 -1.08957e-06 -6.70048e-05 6.01696e-05 1.09726e-07 -4.23889e-07 1.36809e-07 -7.24279e-07 3.14585e-05 -1.72404e-06 -8.4297e-05 -4.21235e-07 -1.67034e-05 -1.33646e-06 3.73836e-05 -2.42207e-06 -1.34408e-06 -2.19447e-07 4.38172e-05 -1.80484e-05 -8.15199e-05 -3.49125e-05 -2.10464e-06 -2.94069e-06
internal_weight=0 53 3068 3041 3009 2989 2966 2910 52 56 2858 2838 2815 2788 84 2704 42 2662 51 2640 72 2568 2541 2509 103 77 54 43 2406 2383
internal_count=3121 53 3068 3041 3009 2989 2966 2910 52 56 2858 2838 2815 2788 84 2704 42 2662 51 2640 72 2568 2541 2509 103 77 54 43 2406 2383
is_linear=0
shrinkage=0.1


Tree=3323
num_leaves=31
num_cat=0
split_feature=1211 50 1203 400 400 394 52 1209 1209 42 1213 42 3 1209 1210 1210 1210 15 1210 1212 1212 1212 3 13 402 402 128 52 128 1
split_gain=1.12267e-05 7.63445e-05 1.93391e-05 6.07148e-05 2.01222e-05 1.60999e-05 1.2387e-05 9.82168e-06 1.09975e-05 6.12499e-05 1.82976e-05 5.97648e-05 5.03314e-05 1.93945e-05 1.80665e-05 2.08748e-05 1.49515e-05 5.3354e-05 1.86061e-05 1.58801e-05 5.51237e-05 4.24692e-05 3.00692e-05 6.08358e-05 2.24635e-05 2.26685e-05 1.56687e-05 2.9255e-05 3.31128e-05 3.86443e-05
threshold=0.11048500000000001 0.096900000000000014 0.088820000000000024 -0.081749999999999975 -0.064794999999999978 0.10276 0.084735000000000019 -0.14444499999999996 -0.084519999999999984 0.087505000000000013 0.087530000000000011 0.089015000000000025 -0.086274999999999977 -0.065739999999999979 -0.3960249999999999 -0.090009999999999993 -0.063274999999999984 0.084840000000000013 -0.0091799999999999989 0.089125000000000024 0.087615000000000012 0.086995000000000017 -0.082689999999999986 -0.0090849999999999976 -0.45015499999999992 -0.41217999999999994 0.090375000000000025 -0.21968999999999997 0.11876500000000001 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 -4 -5 7 -2 -1 9 -9 13 12 -12 -10 -15 -16 17 -17 -18 20 21 24 23 -21 -20 -26 -27 -28 29 -29
right_child=1 -3 3 4 -6 -7 -8 8 10 -11 11 -13 -14 14 15 16 18 -19 19 22 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=6.9339820911409333e-05 -7.4161300197444631e-05 0.00019572968297077093 -0.00017749473574804142 8.8551628825717639e-05 -4.9882343765126453e-05 7.5688869245433524e-05 1.8130809301951424e-05 6.0992808600227968e-05 -8.9425814512651409e-05 -0.00017000855223159306 8.3859291596033071e-05 0.00014298869488836344 -9.1071364659001125e-05 9.1450194737436029e-05 -8.0710886995251667e-05 -1.8542257855254475e-05 -8.9480330575497657e-05 0.00017746758406117028 -0.00010059710077020219 0.00019490781764593872 -0.00016773982817539946 0.00014407698407012504 -4.8574492075204036e-05 -2.14178389377104e-05 9.9743637573820626e-05 -4.4380962455918268e-07 -0.00014817968105489856 -1.8526496811925126e-06 8.1065531524543018e-05 -0.0001644963019273183
leaf_weight=20 26 22 25 21 21 28 33 24 25 22 29 37 38 21 33 41 24 21 23 26 20 20 24 26 22 2334 20 48 26 21
leaf_count=20 26 22 25 21 21 28 33 24 25 22 29 37 38 21 33 41 24 21 23 26 20 20 24 26 22 2334 20 48 26 21
internal_value=0 3.67429e-05 -9.79e-07 -5.41092e-05 1.93346e-05 2.18349e-07 -2.25403e-05 -4.99197e-07 -9.76729e-07 -4.94861e-05 -2.01658e-07 4.09787e-05 -1.53551e-05 -1.745e-06 -9.47897e-07 -1.65891e-06 -6.91287e-07 4.78482e-05 -1.83383e-06 -1.02788e-06 -2.37874e-06 -1.06322e-06 4.40125e-05 8.6745e-05 -2.22713e-06 -1.31151e-06 -2.21931e-06 -3.82543e-05 -1.51121e-05 -5.13529e-05
internal_weight=0 81 3040 67 42 2973 59 2945 2925 46 2879 104 67 2775 2750 2729 2696 62 2634 2610 2534 2514 76 52 2494 2471 2449 115 95 69
internal_count=3121 81 3040 67 42 2973 59 2945 2925 46 2879 104 67 2775 2750 2729 2696 62 2634 2610 2534 2514 76 52 2494 2471 2449 115 95 69
is_linear=0
shrinkage=0.1


Tree=3324
num_leaves=31
num_cat=0
split_feature=132 393 15 1 0 16 16 399 130 12 1453 160 12 160 159 480 1 1456 133 2 481 42 481 1456 42 481 158 51 42 1447
split_gain=1.03701e-05 5.5788e-05 2.03034e-05 1.41807e-05 4.43966e-05 1.27818e-05 2.68535e-05 2.31774e-05 1.01654e-05 1.9245e-05 1.00856e-05 9.90711e-06 4.01536e-05 2.80517e-05 1.37369e-05 1.32775e-05 2.69116e-05 1.37443e-05 5.70335e-05 0.000101562 4.65457e-05 6.57713e-05 5.19063e-05 2.21037e-05 2.12592e-05 2.12185e-05 2.35223e-05 2.00118e-05 1.62192e-05 2.50164e-05
threshold=-0.083174999999999985 0.12069000000000002 0.092400000000000024 0.088135000000000005 -0.082284999999999983 -0.081299999999999983 -0.020119999999999996 0.090005000000000016 -0.23647499999999996 0.23631000000000002 -0.15520499999999995 -0.54913999999999985 0.089625000000000024 -0.53908999999999996 0.14765500000000001 0.10344000000000002 0.095285000000000022 0.086095000000000019 0.11524500000000001 0.085045000000000023 -0.086219999999999977 0.08426500000000002 -0.081334999999999977 0.083690000000000014 0.089015000000000025 -0.073474999999999985 0.12023500000000002 -0.43587999999999999 0.086665000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 5 -5 7 -7 -1 -2 10 -10 12 -12 -13 15 17 -17 20 19 -19 21 -15 -22 25 28 -24 27 -27 29 -21
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 11 13 -14 14 -16 16 -18 18 -20 24 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=9.4033160546788658e-06 -7.0634572693961672e-05 0.0001639936690740537 -0.00010572310743737035 -0.00015029048954602332 3.8169807186932305e-05 0.00013643880774907302 -1.5275754885481417e-05 -0.00011110609033494257 -7.057713097310626e-05 9.4075964964510854e-05 -2.4438467709628373e-05 -0.00010779117049726968 0.00015143253313865338 1.1540896831201795e-05 7.4581330962246293e-05 -0.00010312026483648772 4.3067922306363477e-05 0.00024057165986353846 -0.00012650831863538769 -5.9624942850160343e-05 0.0001417043065885082 -0.0002364144690000103 9.2369394486922833e-05 -8.5647521288289392e-05 9.9957804121169681e-05 8.2088270476864028e-05 -8.4080398267939347e-05 -1.11320611549547e-07 -8.6562968360903185e-05 6.9102243150433019e-05
leaf_weight=79 20 21 25 25 25 20 28 20 20 22 34 24 21 23 25 34 20 24 20 26 26 20 25 30 22 30 33 2322 21 36
leaf_count=79 20 21 25 25 25 20 28 20 20 22 34 24 21 23 25 34 20 24 20 26 26 20 25 30 22 30 33 2322 21 36
internal_value=0 1.59514e-06 -2.08302e-05 -1.0057e-05 -5.60603e-05 5.59044e-06 4.79386e-05 -1.4942e-05 4.10161e-07 9.07325e-07 1.84578e-07 6.87147e-07 4.27123e-05 -1.50007e-07 7.93869e-07 1.13675e-07 -4.89765e-05 1.11099e-06 3.0619e-05 5.49799e-05 -6.41379e-07 -0.000103787 1.15719e-06 -3.40444e-07 1.25589e-05 7.2147e-07 -2.392e-07 9.37144e-07 -1.06071e-05 1.51199e-05
internal_weight=0 2899 222 197 50 147 48 99 2878 2858 2836 2816 55 2761 2737 2712 54 2658 149 129 2509 43 2466 2440 105 2410 2385 2352 83 62
internal_count=3121 2899 222 197 50 147 48 99 2878 2858 2836 2816 55 2761 2737 2712 54 2658 149 129 2509 43 2466 2440 105 2410 2385 2352 83 62
is_linear=0
shrinkage=0.1


Tree=3325
num_leaves=31
num_cat=0
split_feature=12 130 1204 130 132 394 1203 11 156 474 474 1446 50 50 0 16 480 480 1429 153 42 133 1201 47 47 47 13 15 13 3
split_gain=1.16116e-05 1.94425e-05 1.04139e-05 1.36066e-05 1.12722e-05 4.10636e-05 3.16959e-05 1.25055e-05 1.70011e-05 1.69196e-05 1.58711e-05 1.4066e-05 1.30691e-05 1.53472e-05 2.54087e-05 2.38112e-05 1.7161e-05 3.51756e-05 2.71293e-05 2.34043e-05 1.89327e-05 4.79476e-05 1.89192e-05 1.53393e-05 0.00014196 5.97996e-05 2.24565e-05 2.08989e-05 5.07238e-05 2.03426e-05
threshold=0.23631000000000002 -0.22461999999999996 0.053645000000000005 -0.14628999999999995 -0.083174999999999985 0.013605000000000001 0.089005000000000015 0.10458500000000001 0.3248100000000001 0.11381000000000001 0.10970500000000001 -0.093534999999999993 0.14635000000000001 0.13060500000000003 -0.08095999999999999 -0.052894999999999991 0.11191000000000002 0.10344000000000002 0.11475 0.082840000000000011 -0.16797499999999996 0.088625000000000009 -0.081779999999999978 0.092165000000000011 0.096475000000000019 0.088915000000000008 0.01128 -0.11345499999999999 -0.016469999999999995 -0.079724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 7 -5 8 9 10 11 -6 13 16 -15 -16 17 18 19 20 21 -13 -22 25 -25 -24 27 29 -29 -26
right_child=-2 2 -4 4 5 -7 -8 -9 -10 -11 -12 12 -14 14 15 -17 -18 -19 -20 -21 22 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=8.5013132721306419e-05 -7.0790743848192506e-05 -8.3006067870883282e-05 5.8412102947234717e-05 -9.8955554157672428e-06 8.3629307482624426e-05 0.00012895519551238977 -0.00014270622072217522 7.0631858252454547e-05 -9.0047459040458003e-05 6.7438564292388045e-05 -8.1603558343582941e-05 5.1617504227795602e-06 -7.9124737264161624e-05 0.00011587616989345407 7.2859156189224452e-05 -7.9601450194050332e-05 7.0463682464888373e-05 -0.00011564880389616723 0.00011510551485116594 -0.00010956967413221718 9.4944538215627086e-05 -0.00018296018475666642 4.3496633277417204e-07 -0.00024039205896702633 3.5205319253754867e-05 0.00014753854048064701 -7.8270352508601107e-05 1.0410984297679437e-05 0.0001899004346341826 -5.5559078345109373e-05
leaf_weight=27 23 20 30 177 20 25 20 25 21 37 24 42 21 30 20 21 33 27 20 20 21 20 2117 27 43 28 30 74 20 58
leaf_count=27 23 20 30 177 20 25 20 25 21 37 24 42 21 30 20 21 33 27 20 20 21 20 2117 27 43 28 30 74 20 58
internal_value=0 5.25546e-07 -2.17263e-07 -7.95652e-07 -2.51392e-07 1.36196e-06 -2.33789e-05 2.2233e-07 -4.12219e-07 2.71523e-07 -6.43492e-07 7.82915e-08 -5.4709e-07 7.53655e-08 4.59414e-05 -5.23042e-06 -1.18684e-06 -2.11517e-06 -8.98741e-07 -1.82678e-06 -9.57881e-07 -5.55227e-05 4.41218e-07 -3.86721e-07 -2.37257e-05 2.3552e-06 2.27428e-06 1.46658e-05 4.86002e-05 -1.69168e-05
internal_weight=0 3098 3071 3041 3021 2824 197 2799 2774 2753 2716 2692 2672 2651 71 41 2580 2547 2520 2500 2480 62 2418 2397 252 2145 225 195 94 101
internal_count=3121 3098 3071 3041 3021 2824 197 2799 2774 2753 2716 2692 2672 2651 71 41 2580 2547 2520 2500 2480 62 2418 2397 252 2145 225 195 94 101
is_linear=0
shrinkage=0.1


Tree=3326
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 130 12 156 1425 1426 16 3 0 0 2 2 3 0 49 2 16 1420 3 47 0 4 45 11 52 33 2
split_gain=1.03605e-05 0.0002699 0.000141144 5.26663e-05 1.03358e-05 1.83198e-05 9.68782e-06 1.73112e-05 9.76007e-06 1.00601e-05 2.76471e-05 4.72508e-05 5.73385e-05 3.75073e-05 8.1391e-05 5.91126e-05 4.31995e-05 3.76325e-05 8.19502e-05 3.69536e-05 3.12383e-05 4.92511e-05 4.0504e-05 2.26659e-05 2.24039e-05 2.879e-05 6.25945e-05 2.15627e-05 1.95069e-05 1.88567e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.23647499999999996 0.23631000000000002 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 0.071345000000000006 -0.24190499999999995 0.12113000000000002 0.051010000000000007 0.10912000000000001 0.10005000000000001 -0.085854999999999987 -0.070889999999999995 -0.0083799999999999986 0.089605000000000018 0.16703000000000004 -0.069964999999999986 -0.081234999999999988 0.090280000000000013 -0.070154999999999981 -0.17966999999999997 0.094030000000000016 -0.011194999999999998 0.091275000000000009 -0.012019999999999998 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 7 8 9 24 -11 12 13 14 17 -15 -16 18 -12 -19 -21 22 -22 -17 27 26 -26 -6 -28 -30
right_child=2 -3 4 -5 5 -7 -8 -9 -10 10 11 -13 -14 15 16 23 -18 19 -20 20 21 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=2.1072148803816592e-06 -0.00025391209922170016 0.00036185439038533896 -7.1293406235781732e-05 -0.00016904160322155806 0.00012090696274695334 9.174743487495686e-05 6.781019508794305e-05 -8.3206751267425713e-05 6.1361297775874851e-05 -0.00010149240371736762 -4.1027510640021694e-05 9.7144786714125082e-05 -0.00017374463193184719 0.0001955691966577433 -4.924910047174351e-05 8.2339663289342842e-05 -0.00024762648327336851 -0.00012673827630351297 0.00022236534430357141 0.00010486679732573314 -0.00018895567191066221 2.1937715481809311e-05 -1.0686047782655807e-05 -2.2162663633137791e-05 0.00016623133712488674 -0.00011551700214719556 -9.5523673718118864e-05 -1.5774094208609313e-07 4.9505594364298839e-06 -2.2968302164699445e-05
leaf_weight=178 22 21 20 20 31 22 21 25 26 33 27 40 22 20 21 29 23 30 21 22 26 88 25 73 23 21 21 28 1864 278
leaf_count=178 22 21 20 20 31 22 21 25 26 33 27 40 22 20 21 29 23 30 21 22 26 88 25 73 23 21 21 28 1864 278
internal_value=0 2.09735e-05 -1.58276e-06 -1.51805e-05 3.44752e-07 8.45718e-07 1.41054e-07 -3.63402e-07 3.7839e-07 -1.9484e-07 -1.30335e-05 -6.78266e-06 -1.65182e-05 -7.97755e-06 -2.79585e-05 3.83718e-05 -0.000152946 -4.94824e-06 7.42069e-05 -2.48406e-05 -5.85348e-06 -2.33776e-05 -0.000101569 7.54878e-06 2.63805e-06 1.01229e-06 2.13174e-06 6.34525e-05 3.86804e-07 1.3271e-06
internal_weight=0 219 2902 198 2880 2860 2838 2817 2792 2766 500 467 427 405 283 122 44 239 48 191 161 139 51 102 2266 2207 2186 59 2163 2142
internal_count=3121 219 2902 198 2880 2860 2838 2817 2792 2766 500 467 427 405 283 122 44 239 48 191 161 139 51 102 2266 2207 2186 59 2163 2142
is_linear=0
shrinkage=0.1


Tree=3327
num_leaves=31
num_cat=0
split_feature=12 130 34 12 11 40 9 1 44 1429 156 1428 47 47 2 0 47 3 393 48 15 48 150 147 0 3 128 42 43 2
split_gain=1.2071e-05 1.75966e-05 8.87686e-06 4.96984e-05 4.04959e-05 2.55601e-05 2.41133e-05 1.32328e-05 1.24409e-05 1.35923e-05 4.08621e-05 1.38222e-05 1.24764e-05 0.000114204 6.25173e-05 0.00011996 2.08034e-05 1.85511e-05 1.61697e-05 1.39655e-05 1.7077e-05 1.55471e-05 3.55425e-05 1.87808e-05 2.73607e-05 1.45476e-05 5.28089e-05 4.79586e-05 4.02504e-05 3.72036e-05
threshold=0.23631000000000002 -0.22562499999999999 -0.057544999999999992 -0.015429999999999998 -1.0000000180025095e-35 -0.07632499999999999 -0.08619499999999998 0.15618500000000002 0.084760000000000016 -0.23752499999999996 0.32523500000000005 0.098365000000000022 0.092165000000000011 0.09550500000000002 -1.0000000180025095e-35 -0.084144999999999984 0.089640000000000011 -0.086224999999999982 0.12679500000000002 -0.11155999999999998 0.17980000000000004 0.12649500000000002 0.12820000000000001 0.097985000000000017 -0.23811499999999999 -0.095524999999999985 0.085955000000000018 -0.106335 -0.50216499999999986 0.11548000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 -3 8 9 -6 11 12 14 -14 15 -11 18 -17 19 -16 21 22 23 24 -21 26 27 28 -26 -29
right_child=-2 2 4 -5 7 -7 -8 -9 -10 10 -12 -13 13 -15 16 17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=8.4093179408228029e-05 -7.217753849861607e-05 0.00010230137371623781 -0.00013631940097514995 0.00016600374871077726 -8.2330264813208491e-05 -8.8364816775328317e-05 -2.8285237708440684e-05 -6.3109392155610931e-05 5.7416295672546289e-05 0.00030175698697348713 0.00014283238648204132 -7.0520381752560616e-05 -0.0002442037751842734 -1.8364806841529698e-06 -7.1916451256752391e-05 -3.8949190551146133e-05 -9.3114934315963183e-05 7.5166301342375984e-05 7.8884777086876481e-05 0.00011600961297517643 8.6159407178258896e-05 -8.8220104735228241e-05 9.4986987586218264e-05 -9.7767005136120127e-05 -4.9931833321655484e-06 -4.971815074173938e-06 0.00013754243021442866 3.5013490365069329e-05 -0.00019707692339579811 -6.8060305216576821e-05
leaf_weight=25 23 26 22 21 20 26 31 33 38 20 20 28 21 262 27 29 24 28 26 20 23 20 39 20 24 1891 33 240 20 41
leaf_count=25 23 26 22 21 20 26 31 33 38 20 20 28 21 262 27 29 24 28 26 20 23 20 39 20 24 1891 33 240 20 41
internal_value=0 5.35862e-07 -1.43908e-07 2.8573e-05 -1.14982e-06 -6.1987e-06 3.12806e-05 -1.40749e-07 5.72348e-07 -1.78719e-07 3.96572e-07 -6.07912e-07 8.92205e-08 -1.98213e-05 2.32078e-06 9.10425e-05 -4.69894e-07 1.71075e-05 4.47383e-07 -4.03064e-07 4.11302e-07 -4.2865e-07 3.25573e-07 -1.28727e-06 -4.36853e-07 -1.47239e-06 1.7012e-05 4.77351e-06 -9.2304e-05 1.99743e-05
internal_weight=0 3098 3073 104 2969 83 57 2947 2914 2876 2856 2836 2808 283 2525 77 2448 57 2424 2398 2371 2348 2328 2289 2269 2249 358 325 44 281
internal_count=3121 3098 3073 104 2969 83 57 2947 2914 2876 2856 2836 2808 283 2525 77 2448 57 2424 2398 2371 2348 2328 2289 2269 2249 358 325 44 281
is_linear=0
shrinkage=0.1


Tree=3328
num_leaves=31
num_cat=0
split_feature=130 12 132 1186 393 1203 1453 16 4 129 376 4 15 4 1 49 457 41 9 16 4 4 133 1374 151 4 16 474 43 3
split_gain=1.03747e-05 1.76801e-05 8.92629e-06 0.000256332 0.000129437 3.49952e-05 8.81944e-06 9.81364e-06 4.00542e-05 2.90754e-05 2.24467e-05 2.0458e-05 7.28174e-05 4.67879e-05 0.000166694 0.000150628 3.07875e-05 2.82732e-05 7.42982e-05 2.76078e-05 2.56091e-05 8.97202e-05 0.000140322 9.57925e-05 6.00933e-05 4.54908e-05 0.000154726 0.000247026 3.70804e-05 4.17675e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.087075000000000014 -0.15520499999999995 -0.15241499999999997 -0.064804999999999988 -0.082304999999999975 -1.0000000180025095e-35 0.056795000000000005 -0.052074999999999989 0.033845000000000007 0.094220000000000012 0.09858500000000002 0.41022000000000008 0.08690500000000001 0.086220000000000005 -0.14322499999999996 -0.008819999999999998 -0.010655 0.08622500000000001 0.086000000000000007 -0.14960499999999996 -0.0070899999999999991 -0.014754999999999999 0.08393500000000001 -0.089499999999999982 -0.082689999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 -4 8 -8 -9 -11 13 -13 16 15 -15 17 18 19 -12 21 23 -23 24 -21 26 -22 -28 -27 -30
right_child=1 -3 4 -5 -6 -7 7 9 -10 10 11 12 -14 14 -16 -17 -18 -19 -20 20 25 22 -24 -25 -26 28 27 -29 29 -31
leaf_value=-7.1792028024901823e-05 -8.0310031531225421e-07 8.9790442052617444e-05 -6.6051396570401268e-05 0.00034302608401048928 -0.00025517287496768404 -0.0001274233134026872 -0.0001265131341040552 0.00011762429335662587 -5.1178509240625746e-06 -7.8536063034227816e-05 0.00011752953811082988 1.0509146329522669e-05 0.00018285332501233957 0.00021717526029706711 -0.00032296760924509726 -0.00016157972935443036 0.00011312665918376297 -0.00011683972377113605 0.00018975049163037468 0.00013665178939501141 0.00012467016196751501 0.00025249097687524879 -6.9805229577468716e-05 -0.00021710645308303358 1.9151201738406735e-07 7.8514498645312244e-05 -0.00045413944574301286 3.692534985020757e-05 -0.00012786050677580837 -7.2858761504412051e-06
leaf_weight=20 172 22 20 22 20 25 29 22 433 34 20 197 28 21 20 21 25 20 21 33 20 35 22 20 1461 42 21 20 33 222
leaf_count=20 172 22 20 22 20 25 29 22 433 34 20 197 28 21 20 21 25 20 21 33 20 35 22 20 1461 42 21 20 33 222
internal_value=0 4.63015e-07 -1.75245e-07 1.92825e-05 -1.66519e-06 -1.68717e-05 1.20077e-07 5.89379e-07 -1.27379e-05 3.20058e-06 2.12296e-06 3.31427e-06 3.19564e-05 2.11485e-07 -8.53524e-05 2.77978e-05 2.84422e-06 1.45876e-06 2.65976e-06 6.43904e-07 -5.67974e-07 4.9323e-06 0.000128096 2.95363e-07 3.20569e-06 -2.47047e-05 -0.000103361 -0.000214596 -8.54967e-06 -2.28897e-05
internal_weight=0 3101 3079 219 2860 197 2840 2820 462 2358 2336 2302 225 2077 62 42 2015 1990 1970 1949 1929 1571 57 1514 1494 358 61 41 297 255
internal_count=3121 3101 3079 219 2860 197 2840 2820 462 2358 2336 2302 225 2077 62 42 2015 1990 1970 1949 1929 1571 57 1514 1494 358 61 41 297 255
is_linear=0
shrinkage=0.1


Tree=3329
num_leaves=31
num_cat=0
split_feature=12 130 129 42 1184 1186 394 13 33 34 9 133 480 0 42 1374 1374 13 475 1375 13 13 13 0 2 402 481 0 1456 12
split_gain=1.24278e-05 1.61693e-05 1.03579e-05 5.77503e-05 1.6338e-05 1.30367e-05 7.05389e-05 5.1077e-05 1.08674e-05 1.83129e-05 2.65964e-05 1.06554e-05 5.03721e-05 3.35549e-05 3.59779e-05 0.000111312 9.47442e-05 8.17553e-05 7.09711e-05 5.08367e-05 5.46878e-05 0.00030171 0.000129264 6.91218e-05 7.01373e-05 5.60892e-05 5.79558e-05 4.24462e-05 5.66798e-05 4.10373e-05
threshold=0.23631000000000002 -0.22562499999999999 -0.077709999999999987 -0.015274999999999999 0.089075000000000015 0.062435000000000011 0.264685 -0.0075049999999999987 -0.044254999999999996 -0.097449999999999981 -0.090799999999999978 0.0033250000000000003 0.11191000000000002 -0.014954999999999998 0.083995000000000014 0.079875000000000015 0.088460000000000011 -0.087714999999999987 -0.085734999999999992 -1.0000000180025095e-35 -0.085744999999999988 -0.086254999999999984 -0.084869999999999987 -0.086934999999999985 0.085515000000000022 0.10874500000000002 -0.065834999999999991 -0.096374999999999975 0.084020000000000011 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -7 -4 -10 -11 -12 13 14 15 17 19 -13 -19 -16 21 23 -22 24 -21 26 -24 -26 -29 -20
right_child=-2 2 4 -5 -6 7 -8 -9 9 10 11 12 -14 -15 16 -17 -18 18 29 20 22 -23 25 -25 27 -27 -28 28 -30 -31
leaf_value=8.0640766449505466e-05 -7.3236282243828029e-05 -0.00017278880183030631 7.1329158631020369e-05 4.062893173824023e-05 8.6523152971163986e-05 -0.000171671518460027 0.00018358512451890246 2.2657407931834125e-05 8.267916928161867e-05 -0.00010040693569290281 -5.4909313375746524e-06 0.00013282567917988845 0.00016434241253591609 6.4813666218318161e-05 0.00013076036953134463 0.00024705513746344616 -0.00023009785305475817 -0.00016687930927638753 4.6046819964369514e-05 -0.00021204135868174492 0.00025168654494336803 -0.00040884412096188911 0.00014751762259402313 0.00014138321391055799 -9.0235295426806044e-05 -0.00016045032825786623 -1.0144520122546944e-05 0.00018030801078393346 -3.8741988127757969e-05 -3.0740476129672249e-05
leaf_weight=25 23 21 21 32 22 21 21 38 26 27 1760 47 20 84 25 21 20 26 133 20 20 22 25 25 33 23 346 21 27 146
leaf_count=25 23 21 21 32 22 21 21 38 26 27 1760 47 20 84 25 21 20 26 133 20 20 22 25 25 33 23 346 21 27 146
internal_value=0 5.43716e-07 -1.07903e-07 -4.39328e-05 6.61209e-07 3.11349e-08 9.65452e-07 -4.65105e-05 -3.48809e-07 -8.68394e-07 -1.62501e-06 -6.87204e-07 7.11221e-06 4.15675e-06 -1.04241e-06 2.34001e-05 -1.60622e-05 1.0057e-05 -8.86146e-06 -8.76972e-06 -1.49766e-05 -6.71496e-05 3.67466e-06 -7.48871e-06 -4.43382e-05 -8.91477e-06 4.79613e-07 -2.93e-06 5.70924e-05 5.86422e-06
internal_weight=0 3098 3073 53 3020 2998 2939 59 2918 2897 2871 2844 1084 1064 980 373 607 352 305 587 562 148 414 126 101 394 371 81 48 279
internal_count=3121 3098 3073 53 3020 2998 2939 59 2918 2897 2871 2844 1084 1064 980 373 607 352 305 587 562 148 414 126 101 394 371 81 48 279
is_linear=0
shrinkage=0.1


Tree=3330
num_leaves=31
num_cat=0
split_feature=130 10 3 130 10 16 39 33 132 1185 1203 11 1 157 11 475 475 11 157 155 475 43 481 1447 12 160 475 52 12 1372
split_gain=1.04081e-05 1.79643e-05 3.03621e-05 2.177e-05 9.92847e-06 7.53845e-05 6.83884e-05 2.16126e-05 1.06784e-05 6.75241e-05 3.12531e-05 1.03805e-05 2.86067e-05 1.1437e-05 1.14178e-05 1.46063e-05 4.08672e-05 2.57656e-05 1.66985e-05 2.03334e-05 2.17802e-05 1.62864e-05 1.20165e-05 7.27935e-05 6.93542e-05 9.4059e-05 2.05036e-05 0.000106781 8.29223e-05 4.97054e-05
threshold=-0.23647499999999996 -0.38124499999999995 -0.0063699999999999989 -0.14996499999999999 -0.011559999999999999 -0.056919999999999991 0.082325000000000023 -1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.096435000000000007 0.10752500000000002 -0.5188649999999998 0.092630000000000018 -0.49524999999999991 -0.24039999999999997 0.088065000000000018 0.11933000000000001 0.11562500000000002 0.058495000000000012 -0.073404999999999984 -0.086484999999999992 -0.085684999999999997 0.090840000000000018 -0.013904999999999999 -0.085719999999999977 -0.016329999999999997 0.083715000000000026 -0.065504999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -6 10 -10 -9 13 -13 -11 15 -15 -17 18 19 20 22 -22 23 -18 25 -25 27 28 -24 -28
right_child=1 3 -4 4 7 -7 -8 8 9 11 -12 12 -14 14 -16 16 17 -19 -20 -21 21 -23 26 24 -26 -27 29 -29 -30 -31
leaf_value=-7.1907522404899288e-05 0.00015439757149579236 -0.00010440704820211978 -1.7762862608790221e-05 -0.00023678995260169083 8.8585660549662351e-05 9.4003711806349378e-05 1.6050442063715312e-05 -6.5041176343197671e-06 0.0001806519871544359 -6.620102797639377e-05 -0.00011955779872161137 0.0001152177038386947 -3.8399075856432324e-05 8.6186164553510024e-05 -7.1288129997397354e-05 -0.00012948607494157234 0.00015863180906308119 0.00011467384014395067 6.5655054603643622e-05 -0.00010071361743030139 0.00012326704338192941 2.1976617244945374e-06 8.9074552560112244e-05 -0.0002002245592302643 0.00013066820664045571 5.7048924268369942e-05 -0.00013651784821117223 0.00023558959829560164 -0.00014063988977795817 -2.4405060894102665e-06
leaf_weight=20 20 20 21 23 28 27 20 193 21 26 28 27 22 20 22 24 32 20 39 20 25 20 33 30 22 27 28 22 30 2211
leaf_count=20 20 20 21 23 28 27 20 193 21 26 28 27 22 20 22 24 32 20 39 20 25 20 33 30 22 27 28 22 30 2211
internal_value=0 4.63772e-07 6.62178e-05 -4.17246e-07 2.66897e-07 -3.6958e-05 -0.00011919 1.14425e-06 3.12042e-07 2.02901e-06 -2.08277e-05 6.39722e-07 4.62469e-05 -2.03262e-07 4.5043e-07 1.05675e-06 3.97597e-07 1.61573e-06 7.25161e-07 -2.87746e-07 5.2214e-07 6.94584e-05 -7.51836e-07 3.13919e-05 -2.01483e-05 -7.83582e-05 -2.2871e-06 4.59204e-05 -2.03133e-05 -4.11722e-06
internal_weight=0 3101 41 3060 3040 70 43 2970 2942 2721 221 2700 49 2651 2625 2603 2583 2559 2539 2500 2480 45 2435 111 79 57 2324 85 63 2239
internal_count=3121 3101 41 3060 3040 70 43 2970 2942 2721 221 2700 49 2651 2625 2603 2583 2559 2539 2500 2480 45 2435 111 79 57 2324 85 63 2239
is_linear=0
shrinkage=0.1


Tree=3331
num_leaves=31
num_cat=0
split_feature=12 4 10 16 16 4 33 31 39 45 142 484 484 484 2 51 0 484 16 484 158 482 482 15 4 40 376 149 43 160
split_gain=9.86565e-06 1.7541e-05 1.55519e-05 5.37901e-05 9.47769e-05 2.08207e-05 2.04442e-05 1.01639e-05 2.78188e-05 1.12946e-05 1.23648e-05 1.18586e-05 0.000106474 4.97571e-05 4.50223e-05 6.57481e-05 0.00011468 2.08007e-05 5.09791e-05 2.89677e-05 1.95424e-05 2.09443e-05 1.80134e-05 8.11335e-05 2.66393e-05 2.6329e-05 2.17963e-05 1.93367e-05 3.80138e-05 1.90006e-05
threshold=0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 -0.084119999999999986 0.41555500000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090455000000000021 0.094030000000000016 -1.0000000180025095e-35 0.085790000000000019 0.08660000000000001 0.085435000000000025 0.11362000000000001 -0.085384999999999989 -0.085754999999999984 0.10455500000000001 -0.0083599999999999976 0.11803500000000001 -0.47356499999999996 0.11191500000000001 0.080200000000000007 -0.010414999999999999 0.51164000000000009 0.10394000000000002 0.080200000000000007 1.0000000180025095e-35 -0.084359999999999991 0.085045000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4 8 -8 10 -9 13 -13 20 15 16 -14 18 -17 -19 -12 22 24 -24 25 26 27 -22 -29 -28
right_child=-2 -3 6 -5 -6 -7 7 9 -10 -11 11 12 14 -15 -16 17 -18 19 -20 -21 21 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=4.0161390266991382e-05 -6.525185180299045e-05 7.9275436603763548e-05 8.7705358358410507e-05 6.6379677490190124e-05 -0.0002722948110749712 -9.2465473353513521e-05 -0.00013167088760556432 7.6418622550342914e-05 2.1790163386699366e-05 -5.5415054500502138e-05 9.8085588407619592e-05 -0.00024074066343018785 -3.7426435975012958e-05 0.00015658210863226228 -0.00011218441077573971 -0.00018043648910268372 0.00025141880432784093 0.00010947755126044682 9.1498385921334596e-06 -1.6713770774317551e-05 1.4341113720308031e-07 -9.1753791033018697e-05 -1.8015589224853343e-05 0.00020689252060433123 8.8496020929168854e-05 -9.7048186177874288e-05 0.00010189552849624307 1.4375250499982103e-05 -0.00016900293827347922 -3.9603110538640373e-06
leaf_weight=29 23 28 27 33 20 20 21 22 27 35 21 20 27 21 32 23 28 23 37 87 2240 24 53 23 34 28 39 26 20 30
leaf_count=29 23 28 27 33 20 20 21 22 27 35 21 20 27 21 32 23 28 23 37 87 2240 24 53 23 34 28 39 26 20 30
internal_value=0 4.84435e-07 -2.3418e-07 -3.86274e-05 -8.88482e-05 -1.3972e-05 1.08526e-06 2.90044e-07 -4.5349e-05 1.04728e-06 1.73873e-06 1.15941e-06 -1.8495e-05 3.28691e-06 -1.1996e-06 1.45849e-05 0.000109622 -1.61624e-05 -6.35249e-05 9.67169e-06 2.01851e-06 1.217e-06 2.11202e-06 5.00487e-05 6.04704e-07 -6.49305e-07 4.96839e-07 -1.17457e-06 -6.53544e-05 5.58713e-05
internal_weight=0 3098 3070 102 69 49 2968 2941 48 2893 2858 2836 277 2559 257 225 55 170 60 110 2538 2517 2493 76 2417 2383 2355 2286 46 69
internal_count=3121 3098 3070 102 69 49 2968 2941 48 2893 2858 2836 277 2559 257 225 55 170 60 110 2538 2517 2493 76 2417 2383 2355 2286 46 69
is_linear=0
shrinkage=0.1


Tree=3332
num_leaves=31
num_cat=0
split_feature=1209 132 50 394 1203 1209 1209 1209 1210 1210 15 1208 403 2 403 1210 3 3 3 12 403 13 12 12 157 4 16 160 4 1183
split_gain=9.84639e-06 9.82972e-06 0.000254119 0.000137683 4.8136e-05 9.62948e-06 1.52352e-05 2.31836e-05 1.25048e-05 2.5326e-05 1.53323e-05 1.29476e-05 1.71351e-05 5.31592e-05 1.21897e-05 1.04418e-05 9.82035e-06 7.36221e-05 2.97964e-05 6.80242e-05 2.9177e-05 6.69381e-05 2.89922e-05 5.23818e-05 5.41821e-05 5.19706e-05 4.61601e-05 4.36754e-05 6.18933e-05 2.38523e-05
threshold=-0.14444499999999996 -0.083284999999999984 0.10450500000000001 0.11233000000000001 0.089480000000000018 -0.085894999999999985 -0.077594999999999983 -0.038154999999999994 -0.13847499999999999 -0.085329999999999975 0.090615000000000015 0.11846000000000001 -0.53255499999999989 0.084055000000000005 -0.51385999999999987 -0.066709999999999978 -0.094299999999999981 -0.096099999999999977 -0.091054999999999983 0.085785000000000014 0.084910000000000013 0.24813000000000004 0.090695000000000012 0.092550000000000007 -0.04831499999999999 -0.46376499999999993 -0.0064149999999999997 0.08325500000000001 0.022185000000000003 -0.073809999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -3 -7 -8 10 -10 -9 12 13 -11 -14 -16 17 20 19 -18 22 -22 26 -24 -25 -26 27 28 -17 -20
right_child=1 3 -4 -5 -6 6 7 8 9 11 -12 -13 14 -15 15 16 18 -19 29 -21 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=6.9940301327733325e-05 2.2633483474222194e-06 -4.9436150603026204e-05 0.00035976119741462756 -0.00025121275741019582 -0.00016131282893184107 7.5353435574841029e-05 -9.7987783495530792e-05 0.0001181407249168842 -9.6461916527240885e-05 5.5263744711521131e-05 -5.6828284050425283e-06 7.9086277851491186e-05 7.7186678425364554e-05 -0.00016259771518889465 5.2731207994695171e-05 0.0001670817362651178 5.5559650718350895e-05 0.00017332611454616269 0.00010763810233129334 -0.00016990273027985838 -0.00017452843840820369 6.3520257355689658e-05 0.00017248601978644729 -9.2062158970899569e-05 0.0001623602334439056 1.6342185622306717e-05 -7.5451025496966822e-05 -9.4703568902332338e-05 -1.8997830267882167e-05 -2.1041794952482784e-06
leaf_weight=20 179 39 20 22 20 27 24 20 27 21 20 21 21 24 38 33 23 27 20 32 27 21 25 36 30 130 78 22 39 2035
leaf_count=20 179 39 20 22 20 27 24 20 27 21 20 21 21 24 38 33 23 27 20 32 27 21 25 36 30 130 78 22 39 2035
internal_value=0 -4.51086e-07 1.99731e-05 -2.0031e-06 -1.41765e-05 -8.60996e-08 5.96159e-07 -1.26263e-07 7.21635e-07 -9.1659e-08 5.62289e-05 8.70974e-07 2.5855e-07 -6.0929e-05 1.30271e-06 6.93546e-07 -7.34944e-08 1.30316e-05 -2.98022e-06 -7.56185e-05 3.21765e-06 -7.03821e-05 1.22069e-05 3.61683e-05 1.87809e-05 4.37206e-05 -1.85807e-05 2.86096e-05 6.62886e-05 -1.03613e-06
internal_weight=0 3101 219 2882 199 2860 2821 2794 2770 2730 40 2703 2682 45 2637 2616 2578 468 2110 55 441 48 393 221 196 160 172 94 72 2055
internal_count=3121 3101 219 2882 199 2860 2821 2794 2770 2730 40 2703 2682 45 2637 2616 2578 468 2110 55 441 48 393 221 196 160 172 94 72 2055
is_linear=0
shrinkage=0.1


Tree=3333
num_leaves=31
num_cat=0
split_feature=1204 132 132 1203 1453 1456 1455 12 1455 133 1455 1447 481 1447 3 403 133 403 4 403 160 2 160 480 42 42 133 42 13 13
split_gain=1.01294e-05 1.21833e-05 3.13631e-05 2.90557e-05 9.41602e-06 1.06731e-05 4.05776e-05 3.87205e-05 2.08941e-05 3.53274e-05 1.60904e-05 1.11219e-05 0.000126485 8.86658e-05 7.22372e-05 4.37155e-05 9.49275e-05 3.96313e-05 2.74828e-05 2.36572e-05 1.60357e-05 5.4183e-05 2.01803e-05 2.39504e-05 1.57788e-05 6.41215e-05 5.87103e-05 5.00268e-05 4.55168e-05 4.28597e-05
threshold=0.053645000000000005 -0.083174999999999985 -0.050879999999999988 0.089005000000000015 -0.15520499999999995 -0.23007499999999997 -0.097209999999999977 0.087830000000000005 -0.072959999999999983 0.047850000000000011 -0.018454999999999996 -0.086279999999999982 -0.086354999999999987 -0.085684999999999997 -0.081734999999999988 -0.54856499999999986 0.40431 -0.53960999999999981 -0.0047449999999999992 -0.53255499999999989 -0.54913999999999985 0.092120000000000021 -0.53908999999999996 -0.086664999999999978 0.094365000000000018 0.097315000000000026 0.098785000000000012 0.093775000000000011 -0.076384999999999995 -0.069964999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 7 -7 -6 9 -8 -10 12 -12 -13 -14 16 -15 -17 -16 -19 21 -21 -22 -24 27 26 28 -25 -26 -27
right_child=-2 2 4 -5 5 6 8 -9 10 -11 11 13 14 15 18 17 -18 19 -20 20 22 -23 23 24 25 29 -28 -29 -30 -31
leaf_value=-1.1734262866436732e-05 5.7827470154734332e-05 0.00012589495895554137 -6.814227084305458e-05 -0.00013868141410057432 -3.1626993939945741e-05 -0.00013871002878918911 0.00015878721458813578 0.00012184442675788887 -8.1801154980591184e-05 -2.0421685092680326e-05 -0.00023698864274395066 0.00020630642996236149 0.00017395075089249684 -0.00024742839556314388 -0.00012440026417780679 0.00014199577577528544 3.4811722882575572e-05 -0.00010502520349941084 3.0777467400184834e-05 0.00017576925401088027 -9.4822707780456945e-05 -5.4215302225202325e-05 0.00010771639984644328 -1.7699971198170609e-06 7.4100026362834291e-05 -3.8357745768821804e-05 -5.9008823272961307e-05 -0.00016073814866103932 0.00024029665073612707 3.1502844575192556e-05
leaf_weight=183 30 20 20 20 35 21 22 31 24 22 23 21 24 22 21 20 26 21 25 21 22 20 21 1943 45 168 20 20 26 184
leaf_count=183 30 20 20 20 35 21 22 31 24 22 23 21 24 22 21 20 26 21 25 21 22 20 21 1943 45 168 20 20 26 184
internal_value=0 -5.61246e-07 1.10325e-06 -2.42414e-05 2.33015e-07 7.13179e-07 -2.29727e-07 4.04581e-05 8.23546e-07 6.91828e-05 -2.83486e-07 4.42999e-07 -3.35364e-05 1.65842e-06 3.33121e-05 -7.9675e-09 -9.45483e-05 1.78498e-06 -4.00645e-05 6.68202e-07 1.55959e-06 6.35817e-05 5.21248e-07 1.38551e-06 4.57437e-07 1.75044e-05 9.23301e-05 -3.38964e-06 0.000134961 -1.83971e-06
internal_weight=0 3091 2888 203 2868 2848 2782 66 2761 44 2717 2693 93 2600 70 2579 48 2531 46 2511 2490 41 2449 2427 2406 443 91 1963 71 352
internal_count=3121 3091 2888 203 2868 2848 2782 66 2761 44 2717 2693 93 2600 70 2579 48 2531 46 2511 2490 41 2449 2427 2406 443 91 1963 71 352
is_linear=0
shrinkage=0.1


Tree=3334
num_leaves=31
num_cat=0
split_feature=481 484 13 133 3 1447 3 1456 1447 4 1447 52 160 15 479 51 51 473 16 472 15 15 15 9 12 16 15 15 14 13
split_gain=9.84211e-06 5.91918e-05 0.000159101 6.26303e-05 2.3076e-05 1.83524e-05 0.000126298 5.92098e-05 3.25045e-05 2.03472e-05 1.57269e-05 4.81954e-05 1.60554e-05 3.41108e-05 1.54084e-05 1.23844e-05 2.46383e-05 3.91631e-05 3.49365e-05 2.72604e-05 1.46065e-05 0.000136923 5.86218e-05 4.10157e-05 3.7924e-05 2.67134e-05 0.000175962 0.000117583 3.5515e-05 4.66238e-05
threshold=-0.086484999999999992 -0.081614999999999979 -0.081434999999999994 0.087035000000000015 -0.083654999999999993 -0.085684999999999997 -0.085709999999999995 0.085405000000000023 -0.084334999999999979 -0.0047449999999999992 -0.081174999999999983 0.008405000000000001 -0.52641999999999989 -0.0072999999999999992 0.086465000000000014 -0.46621499999999999 -0.44986999999999994 -0.072684999999999986 0.63636000000000015 -0.15279499999999999 -0.10203999999999998 -0.099734999999999976 -0.10469999999999999 0.08925000000000001 0.11527000000000001 -0.056919999999999991 -0.13843999999999998 -0.11345499999999999 -0.31455999999999995 -0.0065549999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -2 9 -7 -8 11 -10 13 -12 15 -14 -17 -18 19 -19 22 -22 24 -23 25 27 -27 28 -21 -30
right_child=5 2 -4 -5 -6 8 7 -9 10 -11 12 -13 14 -15 -16 16 17 18 -20 20 21 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0001101542791426861 -0.00021892933498371539 0.00032865010107343553 -4.9755487867514603e-05 -0.0001518326833880005 -3.1634751253890994e-05 0.00010755806453224587 -9.5313279325637273e-05 0.00017466875187892585 -0.0001447846128469012 3.2373258615664857e-05 -1.6747291426457067e-05 4.6241143252700568e-05 6.6109146973758468e-05 0.00014964773713886231 -8.6041668865142307e-05 -0.00010161106280672054 0.00013009147827213621 0.00011670051841065287 -9.745471926745833e-05 0.0001182834801208325 -0.00024678169227073619 -3.0229355830893089e-06 0.00017448821771805261 0.0001233623015930509 0.00012497967648484448 -1.0156704495959244e-05 0.00031185582422040172 -0.00023792931159815372 1.8848774466517318e-05 -7.0618199883721818e-05
leaf_weight=24 29 20 25 26 22 28 24 20 28 26 28 25 28 22 21 24 23 20 37 24 23 2072 22 26 26 112 20 22 190 84
leaf_count=24 29 20 25 26 22 28 24 20 28 26 28 25 28 22 21 24 23 20 37 24 23 2072 22 26 26 112 20 22 190 84
internal_value=0 2.84547e-05 0.000118425 -2.77765e-05 4.23421e-05 -1.10825e-06 -4.34484e-05 2.92509e-05 3.34668e-07 -2.89163e-05 -7.08869e-07 -5.46781e-05 3.0401e-07 5.64665e-05 -7.08292e-07 -5.73652e-08 -7.37241e-07 1.59083e-07 -9.56841e-07 3.95079e-07 -4.9241e-07 -4.11696e-06 1.48829e-05 -1.45667e-06 7.5371e-06 7.81554e-07 3.86331e-05 -1.48322e-05 1.63806e-06 -8.57906e-06
internal_weight=0 117 45 72 46 3004 99 70 2905 50 2877 53 2824 50 2774 2753 2725 2701 2678 2641 2621 2121 500 2098 478 452 132 320 298 274
internal_count=3121 117 45 72 46 3004 99 70 2905 50 2877 53 2824 50 2774 2753 2725 2701 2678 2641 2621 2121 500 2098 478 452 132 320 298 274
is_linear=0
shrinkage=0.1


Tree=3335
num_leaves=31
num_cat=0
split_feature=33 12 130 3 47 3 3 13 48 2 160 16 151 160 2 2 1 160 0 49 160 2 3 39 3 43 1 52 3 3
split_gain=1.03456e-05 9.75532e-06 1.71371e-05 9.71878e-06 4.50188e-05 0.000203505 0.000102646 4.03891e-05 2.4476e-05 2.22565e-05 4.09125e-05 8.0015e-05 0.000114854 5.46115e-05 3.77269e-05 0.000104672 5.86391e-05 4.07269e-05 3.10392e-05 2.88311e-05 3.72352e-05 6.53477e-05 2.01425e-05 0.000104664 4.03644e-05 2.58597e-05 3.38277e-05 2.47851e-05 1.63336e-05 7.20567e-05
threshold=-0.009184999999999997 0.23631000000000002 -0.22562499999999999 -1.0000000180025095e-35 0.094160000000000008 0.10542000000000001 0.0051600000000000005 -0.16152999999999998 0.13252500000000003 0.092480000000000021 -0.046074999999999991 -0.095964999999999981 -0.0096649999999999982 -0.087874999999999995 0.10644500000000001 0.11215000000000001 0.099195000000000019 0.069910000000000014 -0.036484999999999997 -0.043469999999999995 -0.067824999999999983 0.13622000000000004 -0.011549999999999998 0.082325000000000023 -0.013929999999999998 -0.081374999999999989 0.11353000000000001 -0.068719999999999989 -0.071799999999999989 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 6 -6 -5 -4 -7 10 13 -12 -13 -8 16 -16 18 19 -11 -17 -21 -22 24 -24 28 -25 27 -27 29 -9
right_child=1 -3 3 4 5 8 9 22 -10 14 11 12 -14 -15 15 17 -18 -19 -20 20 21 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-5.7481648036628036e-05 8.3518997882492846e-05 -6.4306867194397418e-05 -0.00013407203172708092 -0.0001702248595944239 0.00031978433047333971 -6.7345165524257983e-05 5.8060171948220097e-05 1.5631018498905515e-07 5.4642812568184535e-05 -8.2233959741036722e-05 -5.0837488756120111e-05 -3.1780195422470568e-05 0.00026102324954007527 -0.00015388879139209167 0.00019736711151381315 -6.6822314391557538e-05 -0.00020208566827270921 -0.00014589420265110676 8.2209830163099639e-05 -4.1264773799890757e-05 0.00022214251565111972 4.5074689960283403e-06 -0.00023798980268607427 -7.6217566493141939e-05 0.00011828548229396834 0.00016234607081225312 -7.010230216110358e-05 1.540008655259347e-05 -2.0623712095600736e-05 0.00012813143318958788
leaf_weight=31 25 23 23 33 25 38 31 1974 29 24 28 21 37 20 28 38 22 20 22 38 22 37 22 28 29 22 20 24 342 45
leaf_count=31 25 23 23 33 25 38 31 1974 29 24 28 21 37 20 28 38 22 20 22 38 22 37 22 28 29 22 20 24 342 45
internal_value=0 5.76681e-07 1.06326e-06 3.85611e-07 1.29356e-05 7.63058e-05 -9.12566e-07 -2.16011e-06 -1.45444e-05 1.34877e-05 4.5906e-05 8.79887e-05 0.000155008 -2.50571e-05 -4.20672e-06 1.94262e-05 -6.78071e-05 -1.27179e-05 -3.58693e-06 7.01187e-06 3.59366e-05 8.56595e-05 -9.49424e-07 -4.16439e-05 1.02571e-06 4.30934e-06 3.84723e-05 8.56786e-05 -4.14587e-07 3.00865e-06
internal_weight=0 3090 3067 3042 513 92 421 2529 67 388 137 86 58 51 251 183 68 155 46 135 97 59 2506 116 2390 94 66 46 2361 2019
internal_count=3121 3090 3067 3042 513 92 421 2529 67 388 137 86 58 51 251 183 68 155 46 135 97 59 2506 116 2390 94 66 46 2361 2019
is_linear=0
shrinkage=0.1


Tree=3336
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1373 48 48 48 0 47 1 33 47 3 3 9 8 12 131 484 3 43 47 47 47 2 1428 153 41 13
split_gain=1.03447e-05 0.000266398 0.000120762 5.96576e-05 1.00951e-05 2.07926e-05 3.59584e-05 1.45271e-05 1.61247e-05 1.22853e-05 1.55976e-05 1.0192e-05 1.86712e-05 0.00011974 0.000203766 4.7657e-05 0.000110275 2.02157e-05 1.62421e-05 2.38016e-05 2.22193e-05 2.72428e-05 1.46802e-05 1.58944e-05 2.33758e-05 2.1302e-05 1.72759e-05 2.66515e-05 1.27808e-05 3.48325e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -1.0000000180025095e-35 0.12474000000000002 0.13127500000000003 0.11326500000000002 -0.24955499999999997 0.13283000000000003 0.12456000000000002 -0.009184999999999997 0.094160000000000008 -0.042499999999999989 0.076840000000000006 0.087755000000000014 0.088180000000000022 0.08401500000000002 0.096490000000000006 -0.035214999999999989 -0.077644999999999978 -0.077944999999999987 0.090920000000000015 0.088195000000000009 0.079365000000000005 0.084145000000000011 -0.071779999999999997 0.08351500000000002 0.08690500000000001 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 7 -7 8 -6 10 -8 -10 15 17 -15 22 -17 -14 19 -19 21 -21 23 24 26 -26 -13 28 -28 -30
right_child=2 -3 4 -5 5 6 9 -9 11 -11 -12 12 13 14 -16 16 -18 18 -20 20 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=3.4383062458719097e-06 -0.00023498145985120737 0.00035961932195017918 -6.182836637330743e-05 -0.00017871643718535778 6.8424587216748691e-05 0.00016540792101295667 -1.1788308256655e-05 -6.2270090634946866e-05 -5.8836535332981541e-05 -3.3780181805805991e-05 0.00010000657968983153 -8.8116110735269188e-05 -0.0001016782541964425 0.00040947918343590571 -4.1925716723199002e-05 -0.00028149047455372061 1.7839222812199297e-05 9.3913384353072623e-05 -6.3650693898255535e-05 -3.2508987578694361e-05 -9.9313513474044157e-05 0.00011626848852756666 8.0787276816739586e-05 -7.6175192329433895e-05 -8.8232502424613234e-06 0.0001207273858502352 -3.2705261203807953e-06 9.77500381311445e-05 -3.939488921208646e-05 0.00013660943955271608
leaf_weight=178 22 21 26 20 34 20 24 38 30 31 26 23 21 20 20 20 32 32 28 32 20 20 22 28 22 30 2209 27 22 23
leaf_count=178 22 21 26 20 34 20 24 38 30 31 26 23 21 20 20 20 32 32 28 32 20 20 22 28 22 30 2209 27 22 23
internal_value=0 2.09575e-05 -1.58156e-06 -1.49612e-05 2.01354e-07 7.66446e-07 4.5329e-05 -8.6843e-07 -9.03318e-09 1.56798e-05 4.6345e-05 -8.76897e-07 -2.20998e-07 2.97287e-05 0.000183777 -2.57262e-06 -9.72876e-05 -1.05452e-05 3.95319e-06 2.21542e-05 -9.73872e-06 2.47131e-05 -5.25585e-07 -1.27596e-06 -3.85812e-07 6.59175e-05 -1.88224e-06 -1.01272e-06 -2.19577e-06 5.05629e-05
internal_weight=0 219 2902 198 2880 2854 101 2753 2715 81 50 2681 2651 193 40 2458 52 153 132 104 72 52 2406 2384 2356 52 2304 2281 2254 45
internal_count=3121 219 2902 198 2880 2854 101 2753 2715 81 50 2681 2651 193 40 2458 52 153 132 104 72 52 2406 2384 2356 52 2304 2281 2254 45
is_linear=0
shrinkage=0.1


Tree=3337
num_leaves=31
num_cat=0
split_feature=39 39 1 121 13 13 15 15 159 14 2 10 10 15 9 1373 457 457 457 46 52 16 2 2 42 3 1 2 42 52
split_gain=1.00377e-05 1.40247e-05 2.24174e-05 3.25755e-05 1.29684e-05 3.04778e-05 8.54725e-05 2.8034e-05 1.56318e-05 1.53048e-05 3.52387e-05 3.10139e-05 3.91374e-05 2.7284e-05 2.1413e-05 1.51476e-05 2.74032e-05 2.82242e-05 1.88711e-05 1.72599e-05 1.81171e-05 4.00566e-05 3.79321e-05 7.85832e-05 8.46279e-05 0.000159494 8.72334e-05 5.5128e-05 4.97621e-05 3.87468e-05
threshold=-0.083889999999999978 -0.020804999999999994 0.16540500000000002 -0.088279999999999983 -0.40078499999999995 -0.17933499999999997 -0.074054999999999996 -0.083359999999999976 0.10058000000000002 0.078235000000000013 0.082850000000000021 0.11485500000000001 0.053330000000000009 1.0000000180025095e-35 0.08925000000000001 -1.0000000180025095e-35 0.11612500000000002 0.098180000000000003 0.091495000000000007 0.084955000000000017 0.091275000000000009 0.15891500000000003 0.091545000000000015 0.089775000000000008 0.090395000000000017 -0.071329999999999991 0.094090000000000021 0.093320000000000014 0.088200000000000014 0.10263500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 6 -6 8 -5 11 -11 12 14 -12 15 -7 17 18 19 20 -17 22 23 24 25 28 -26 -24 -22 -29
right_child=1 2 -4 4 5 9 -8 -9 -10 10 13 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 27 -25 26 -27 -28 29 -30 -31
leaf_value=6.8903385415199282e-05 -6.1664877982882507e-05 -0.00012462009491130067 9.4579210486699593e-05 2.9336488365220868e-05 5.4435171980349839e-05 -7.9887465108186017e-05 -0.00023442025521944743 9.6775754084160858e-05 -7.8684530897243397e-05 -0.00013842988852187633 -9.0947925231635714e-05 0.00010451717359407259 -0.00011499756475476999 5.0431894039950124e-05 9.2106630332776916e-05 4.293494934013789e-06 8.5929381001685547e-05 -9.7709387472573797e-05 7.5504165985929673e-05 7.4682195824401969e-05 1.7251168116706172e-05 -0.00013697411597184749 0.00013101704163192256 -0.00016802530830878264 0.00019164527197169852 -0.00031232922327555053 -2.4995668940302894e-05 0.00011221385012268676 -0.00011453313220557998 -1.4416724985969032e-05
leaf_weight=21 37 21 25 37 21 23 20 43 21 26 21 29 29 39 26 1949 38 29 34 31 108 26 36 39 34 21 41 27 39 230
leaf_count=21 37 21 25 37 21 23 20 43 21 26 21 29 29 39 26 1949 38 29 34 31 108 26 36 39 34 21 41 27 39 230
internal_value=0 -4.66764e-07 2.72489e-07 -5.0357e-07 3.6035e-07 -8.59828e-07 -8.64699e-05 3.55884e-05 -9.77457e-06 3.61047e-07 -4.11888e-05 1.64225e-06 5.61323e-07 9.48957e-07 1.78842e-06 9.20299e-07 1.61328e-06 4.01476e-07 1.48951e-06 5.14503e-07 -3.87143e-07 -1.55661e-05 -1.00764e-05 -3.62569e-05 -1.51089e-05 -5.45392e-05 7.32149e-05 1.51213e-05 -1.7712e-05 -1.11312e-06
internal_weight=0 3100 3063 3038 3017 2916 41 101 58 2875 86 2789 2760 60 2731 2705 2682 2644 2615 2581 2550 601 575 282 243 168 75 293 147 257
internal_count=3121 3100 3063 3038 3017 2916 41 101 58 2875 86 2789 2760 60 2731 2705 2682 2644 2615 2581 2550 601 575 282 243 168 75 293 147 257
is_linear=0
shrinkage=0.1


Tree=3338
num_leaves=31
num_cat=0
split_feature=1210 1365 1365 49 453 132 50 1204 130 1203 1185 48 97 374 120 40 10 0 15 13 9 4 1 2 123 3 9 2 12 156
split_gain=9.54954e-06 9.19736e-06 1.05458e-05 9.5663e-06 1.76834e-05 1.0407e-05 0.000272923 0.00011195 0.000252633 5.53961e-05 5.48239e-05 9.67858e-06 1.24867e-05 1.75722e-05 1.45827e-05 1.88664e-05 1.37581e-05 7.48092e-05 5.61671e-05 4.78085e-05 2.4752e-05 1.97156e-05 2.48256e-05 1.76434e-05 3.11288e-05 2.8971e-05 2.8408e-05 2.40494e-05 2.35999e-05 2.00138e-05
threshold=-0.42132499999999995 0.088010000000000019 0.085130000000000025 0.41663000000000006 1.0000000180025095e-35 -0.083284999999999984 0.10022000000000002 -0.082199999999999981 0.006490000000000001 0.089480000000000018 -0.083264999999999992 -0.11155999999999998 -0.086464999999999986 0.08987500000000001 0.088020000000000015 -0.24134999999999998 -0.011559999999999999 -0.10224499999999999 -0.10091499999999999 -0.07692499999999998 0.08925000000000001 0.62736500000000006 0.14804000000000003 0.12299 0.08592000000000001 -0.0080949999999999998 -0.013509999999999999 -0.0091949999999999983 0.10408500000000002 0.10093000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 9 8 -7 -2 -9 -12 -13 14 15 -14 17 -17 -19 -20 21 22 23 24 26 -26 -18 -28 29 -25
right_child=1 -3 -4 -5 -6 7 -8 10 -10 -11 11 12 13 -15 -16 16 20 18 19 -21 -22 -23 -24 28 25 -27 27 -29 -30 -31
leaf_value=6.1556635613669639e-05 2.3975967077133781e-06 5.4603570461040363e-05 -7.1657704661664043e-05 -5.4097869200852462e-05 6.970352436231528e-05 4.0040872305066195e-05 0.00037228227047307887 0.0001651670510545955 -0.00042530067490588415 -0.00017313078416918872 -5.8471190644421111e-05 -7.9103933094302201e-05 9.4378227437292005e-05 7.3862596045159998e-05 -8.3689480241099822e-05 -0.00020994199396227485 0.00011773213715059682 0.00012298061022496162 2.8805857005796433e-05 -0.00017518212946015412 7.9669888176188885e-05 9.151479778507645e-05 -0.00010064339725067839 3.6454063131517165e-05 -7.7293643357734257e-06 -0.00014572735396133543 -0.00011114776596514275 -9.7209648798003898e-07 -2.2743810318627911e-05 0.00014412798121026885
leaf_weight=25 178 30 21 33 36 28 20 20 20 20 29 20 21 32 21 20 20 27 27 20 39 23 25 97 32 29 20 2110 57 21
leaf_count=25 178 30 21 33 36 28 20 20 20 20 29 20 21 32 21 20 20 27 27 20 39 23 25 97 32 29 20 2110 57 21
internal_value=0 -4.97064e-07 -1.03621e-06 -5.49165e-07 3.75242e-08 -8.0521e-07 2.02284e-05 -2.46777e-06 -0.000153851 -1.53325e-05 2.13566e-07 -1.01285e-06 -3.86664e-07 2.09453e-07 -6.9392e-07 -2.04631e-08 -7.92716e-07 -3.83431e-05 8.03503e-06 -5.79975e-05 6.34592e-07 -6.31791e-07 -1.51083e-06 -4.72144e-07 -2.89139e-06 -7.3335e-05 -8.92761e-07 -2.00661e-06 3.00933e-05 5.56164e-05
internal_weight=0 3096 3066 3045 3012 2976 218 2758 48 198 2710 2690 2661 2641 2609 2588 2567 94 74 47 2473 2434 2411 2386 2211 61 2150 2130 175 118
internal_count=3121 3096 3066 3045 3012 2976 218 2758 48 198 2710 2690 2661 2641 2609 2588 2567 94 74 47 2473 2434 2411 2386 2211 61 2150 2130 175 118
is_linear=0
shrinkage=0.1


Tree=3339
num_leaves=31
num_cat=0
split_feature=1211 50 1203 1204 394 133 402 15 1210 52 403 42 403 403 15 15 131 52 131 480 42 52 42 16 15 15 13 4 3 403
split_gain=9.74154e-06 5.95349e-05 1.53463e-05 5.89171e-05 1.56626e-05 1.43308e-05 1.30584e-05 2.46283e-05 2.41722e-05 1.1223e-05 1.11135e-05 6.53424e-05 1.78496e-05 1.55172e-05 1.20293e-05 3.33614e-05 3.26633e-05 3.87061e-05 7.00103e-05 5.97591e-05 4.28678e-05 0.000112025 9.93872e-05 5.36919e-05 4.3986e-05 2.79082e-05 5.55353e-05 1.95863e-05 2.78169e-05 1.9024e-05
threshold=0.11048500000000001 0.096900000000000014 0.088820000000000024 -0.080654999999999991 0.10276 -0.0084449999999999994 -0.45454999999999995 0.088990000000000014 0.26755500000000004 0.084735000000000019 -0.5492149999999999 0.091205000000000008 -0.5341999999999999 -0.52917499999999984 0.091475000000000015 0.092400000000000024 0.11863000000000001 0.51358000000000004 0.08956500000000002 -0.080264999999999989 0.090395000000000017 0.10263500000000002 0.088200000000000014 -0.026164999999999997 0.11171000000000002 0.090455000000000021 -0.043669999999999994 -0.069999999999999993 -0.070649999999999977 -0.42739999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 4 -4 6 -5 7 -1 10 -2 11 -8 -12 -14 25 -16 17 18 19 -17 22 24 27 -23 -22 29 -27 -21 -29 -15
right_child=1 -3 3 5 -6 -7 8 -9 -10 -11 12 -13 13 14 15 16 -18 -19 -20 20 21 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-2.1768404154240021e-05 -6.7261021203753792e-05 0.00017462342908732933 -0.00018702897775386062 7.0934780745554479e-05 7.4593235590977467e-05 -4.0696568454301959e-05 -5.3364535935023539e-05 0.00013138364304593001 -0.00010825257825975617 2.0588176024223992e-05 -7.9443265989037428e-05 0.0001799850695533678 8.5052993797164948e-05 -9.9581342437886648e-05 0.00012026007547579607 0.00016960004322754687 -0.00010576531870659286 0.00012755501722949703 -0.00015924678286864948 -3.1630160469831027e-05 -4.0781347140889725e-05 -0.00028725447627948598 0.00024207209239864911 -6.5404078001544499e-05 0.00011665352161799093 3.1128113187151028e-05 -0.0002045312631526031 0.00011350219593300754 -2.4003464238830931e-05 -1.6352831969138478e-06
leaf_weight=21 26 22 21 23 28 23 28 21 21 33 29 21 21 20 28 24 24 28 24 64 36 20 21 24 35 20 20 31 28 2336
leaf_count=21 26 22 21 23 28 23 28 21 21 33 29 21 21 20 28 24 24 28 24 64 36 20 21 24 35 20 20 31 28 2336
internal_value=0 3.42264e-05 -9.11951e-07 -4.82407e-05 1.54658e-07 1.51191e-05 -5.53077e-07 5.48076e-05 -1.35402e-06 -1.8125e-05 -5.75097e-07 4.66424e-05 -1.39178e-06 -5.84541e-07 -1.23075e-06 1.5128e-05 6.92831e-06 1.50019e-05 4.73645e-06 1.86432e-05 4.65487e-06 -4.08699e-05 4.10115e-05 -0.000166245 3.68274e-05 -3.873e-06 -8.67016e-05 6.68407e-06 4.82453e-05 -2.46674e-06
internal_weight=0 81 3040 67 2973 46 2945 42 2903 59 2882 49 2833 2804 2783 387 359 335 307 283 259 115 144 44 71 2396 40 123 59 2356
internal_count=3121 81 3040 67 2973 46 2945 42 2903 59 2882 49 2833 2804 2783 387 359 335 307 283 259 115 144 44 71 2396 40 123 59 2356
is_linear=0
shrinkage=0.1


Tree=3340
num_leaves=31
num_cat=0
split_feature=1209 32 33 9 9 39 39 1 12 33 10 15 2 97 374 123 133 123 0 4 4 16 2 16 1213 1212 12 13 403 4
split_gain=1.00737e-05 9.38467e-06 2.02138e-05 1.33169e-05 2.43946e-05 1.0584e-05 1.14126e-05 2.18297e-05 2.57048e-05 1.29978e-05 1.68457e-05 4.1777e-05 1.97236e-05 1.75391e-05 2.17681e-05 1.18734e-05 2.58595e-05 1.62155e-05 1.35821e-05 2.47771e-05 8.57953e-05 1.44073e-05 4.46958e-05 0.000112292 8.28699e-05 0.000100137 6.71451e-05 0.000121331 0.000115071 7.27979e-05
threshold=0.14268500000000003 0.078360000000000013 -0.012019999999999998 0.09055500000000001 0.10530000000000002 -0.083889999999999978 -0.020804999999999994 0.16540500000000002 0.15120000000000003 0.085305000000000006 -0.0093599999999999985 -1.0000000180025095e-35 -0.045829999999999989 -0.079444999999999988 0.088235000000000008 0.086445000000000008 0.088625000000000009 0.084280000000000008 0.16094000000000003 -0.50940999999999981 -0.52556499999999995 -0.084119999999999986 0.086100000000000024 -0.08595499999999999 -0.087969999999999979 -0.092474999999999988 0.086210000000000023 -0.0065549999999999992 -0.08670499999999999 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7 8 9 10 11 -8 -12 -14 15 17 -17 18 19 20 -15 22 24 -24 25 -21 28 -28 -26 -30
right_child=-2 -3 3 4 -6 6 7 -9 -10 -11 12 -13 13 14 -16 16 -18 -19 -20 21 -22 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=-8.8744019852198962e-05 6.7429046909885733e-05 6.4601843041600668e-05 7.1472284107585435e-05 0.00013289515974184682 -1.0811103348479028e-05 -5.6709708686055913e-05 -5.8630250306322991e-06 9.6217672145702761e-05 -9.6941277765186644e-05 -7.3951443603921998e-05 -9.5495073277230739e-05 0.00017042651790688979 -8.9371782533734489e-05 3.8532849271177841e-05 9.7150021421206798e-05 -0.00010011200873931456 2.2441790365106002e-05 7.9102861043513551e-05 7.4629353245351623e-05 7.2126033599488446e-05 -0.00021467327628868035 5.8389447506016484e-06 -1.8534933909393764e-05 -0.0002492901305562224 -7.2424716450643315e-05 -0.00018425474167648088 4.4733897733287509e-05 -0.00017066439933676687 0.00027751253469432413 8.781456127921543e-05
leaf_weight=26 22 22 20 21 27 37 41 23 28 24 22 20 22 32 23 36 33 26 24 25 23 1699 509 22 29 39 126 33 32 55
leaf_count=26 22 22 20 21 27 37 41 23 28 24 22 20 22 32 23 36 33 26 24 25 23 1699 509 22 29 39 126 33 32 55
internal_value=0 -4.78682e-07 -9.43996e-07 -1.95782e-07 5.20604e-05 -1.03105e-06 -1.51716e-06 -8.2397e-07 -1.58755e-06 -6.65308e-07 -5.26759e-08 5.19368e-05 -1.18127e-06 -4.37047e-07 2.70315e-07 -5.42019e-07 -4.14993e-05 5.14845e-07 -2.5679e-07 -9.41724e-07 -6.73533e-05 4.8009e-07 -9.98508e-06 -2.80954e-05 1.83824e-05 -8.4106e-05 4.22343e-05 2.85908e-08 0.000100085 0.000157589
internal_weight=0 3099 3077 3051 48 3003 2983 2946 2923 2895 2871 61 2810 2788 2766 2743 69 2674 2648 2624 55 2569 870 531 339 64 275 159 116 87
internal_count=3121 3099 3077 3051 48 3003 2983 2946 2923 2895 2871 61 2810 2788 2766 2743 69 2674 2648 2624 55 2569 870 531 339 64 275 159 116 87
is_linear=0
shrinkage=0.1


Tree=3341
num_leaves=31
num_cat=0
split_feature=400 399 400 130 400 403 1185 132 12 130 15 0 132 12 12 3 15 1447 2 4 481 1447 45 11 33 1447 1 160 160 12
split_gain=9.15135e-06 4.1881e-05 2.82892e-05 2.55199e-05 3.58652e-05 1.85678e-05 1.70888e-05 8.63388e-06 3.9924e-05 3.5673e-05 2.86999e-05 4.71005e-05 2.45242e-05 5.07595e-05 2.12924e-05 2.37419e-05 1.93595e-05 1.21783e-05 8.87223e-05 0.000152746 5.92794e-05 2.41124e-05 1.6548e-05 3.26596e-05 2.60988e-05 1.52962e-05 4.47128e-05 4.15373e-05 3.53111e-05 3.49553e-05
threshold=-0.08262499999999999 0.090145000000000017 -0.081639999999999976 0.087820000000000023 -0.14175499999999996 -0.088999999999999982 -0.083264999999999992 0.089365000000000014 0.085495000000000015 0.085235000000000019 -0.08730499999999998 -0.079829999999999998 0.082230000000000011 0.087505000000000013 -0.07415999999999999 -0.14477499999999996 -0.26481999999999994 -0.085804999999999979 0.083715000000000026 -0.081609999999999988 -0.081334999999999977 -0.084334999999999979 0.094030000000000016 -1.0000000180025095e-35 -0.009184999999999997 -0.072479999999999989 0.083135000000000014 -0.067824999999999983 -0.54913999999999985 0.088725000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 -4 12 14 10 -10 -12 17 -14 16 -16 -9 18 -8 -20 -21 -19 23 -23 -25 26 27 -26 -27 -28
right_child=2 -3 6 -5 5 -7 7 8 9 -11 11 -13 13 -15 15 -17 -18 21 19 20 -22 22 -24 24 25 28 29 -29 -30 -31
leaf_value=0.00013024939568519284 -0.00011679433061674769 0.00015906300259302953 9.1804418989340785e-05 -9.4582586007163635e-05 5.124499247931117e-05 -5.6634344302717806e-05 0.00011447398901509587 -4.8535058158449833e-05 0.00012103331408490283 0.00016440002171135427 -8.3248976596606602e-05 6.2068582310867334e-05 2.2610200656864827e-05 -0.0001734310459551125 -1.3882057949861823e-05 -0.00016612088293186389 8.4679894207511104e-05 7.8288000412822642e-05 -0.00030547327168397204 9.7145239099821396e-05 -0.00010004040121848153 0.00012127191403124017 -7.2401693478241222e-05 -0.00011211699783026624 -0.00021994530245137865 0.00011955121361825151 0.00011322820184590375 -1.8579231566816039e-05 6.9577916120968404e-08 -6.753587353159673e-05
leaf_weight=24 21 20 20 22 27 39 30 24 26 23 38 54 28 25 21 20 20 39 23 30 31 22 32 21 20 25 23 21 2332 20
leaf_count=24 21 20 20 22 27 39 30 24 26 23 38 54 28 25 21 20 20 39 23 30 31 22 32 21 20 25 23 21 2332 20
internal_value=0 2.57675e-05 -1.13795e-06 1.96468e-06 2.55651e-05 -1.25019e-05 -3.19622e-07 -9.44615e-07 1.78368e-05 5.04703e-05 2.82636e-05 2.04611e-06 -2.50399e-06 -6.98621e-05 -3.62963e-05 -8.81449e-05 1.20172e-05 -1.16641e-06 -3.31453e-05 -8.58664e-05 -3.06386e-06 2.60431e-07 -9.49059e-07 -2.85739e-08 -1.11249e-06 -1.57519e-07 -4.20897e-05 -0.000116807 1.33688e-06 2.91519e-05
internal_weight=0 132 2989 112 90 66 2968 2948 226 141 118 92 2722 53 85 41 44 2669 114 84 61 2555 2516 2484 2462 2441 84 41 2357 43
internal_count=3121 132 2989 112 90 66 2968 2948 226 141 118 92 2722 53 85 41 44 2669 114 84 61 2555 2516 2484 2462 2441 84 41 2357 43
is_linear=0
shrinkage=0.1


Tree=3342
num_leaves=31
num_cat=0
split_feature=367 12 15 12 33 11 1 10 16 16 97 10 47 46 472 1 1 15 1 1184 132 15 1185 50 40 13 12 12 43 47
split_gain=9.12299e-06 2.24216e-05 2.13328e-05 3.04725e-05 1.08355e-05 1.09365e-05 1.69029e-05 1.38636e-05 0.000206989 0.00010701 1.56651e-05 2.43296e-05 1.32679e-05 1.6586e-05 3.15092e-05 1.51465e-05 2.34463e-05 3.50215e-05 2.22272e-05 2.17993e-05 1.64734e-05 0.000250502 0.000121836 5.76643e-05 1.57963e-05 1.52337e-05 1.47621e-05 8.372e-05 0.000110859 7.51598e-05
threshold=-0.0098099999999999975 0.23631000000000002 -0.5556049999999999 -0.082514999999999991 -0.012019999999999998 -1.0000000180025095e-35 0.15618500000000002 -0.0093599999999999985 -0.056919999999999991 -0.085589999999999986 -0.079444999999999988 0.11294000000000003 0.13975500000000002 0.10253500000000002 0.094800000000000009 0.12811000000000003 0.13210500000000003 -0.052074999999999989 0.12337000000000002 0.081725000000000006 -0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.09227500000000001 -0.083564999999999987 -0.073839999999999975 0.079890000000000017 0.082850000000000021 -0.008069999999999999 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 7 8 9 -7 -9 12 13 14 15 18 -17 25 19 20 21 23 -22 -12 -24 -18 29 28 -28 -26
right_child=1 -3 4 -5 5 6 -8 10 -10 -11 11 -13 -14 -15 -16 16 17 -19 -20 -21 22 -23 24 -25 26 -27 27 -29 -30 -31
leaf_value=4.9360329403252513e-05 -1.6093810665465535e-05 -0.00010118500268535254 -6.7790166152311337e-05 0.00015231603083107489 -7.0576264128745104e-05 2.1474448987559993e-05 -7.7139260974945506e-05 -8.6376972709937649e-05 0.00024083101093172888 -0.00025956575336749665 8.0665167430287771e-06 0.00011021531667211094 7.2054548552841875e-05 -8.965741374898547e-05 0.0001246131950756535 -0.00013115844723705035 -3.3153653171780205e-05 -0.00012565887220262085 0.00010506134480237962 -8.1524768470306745e-05 -0.00023623459194575184 0.00031707141955708866 -6.5559494376227835e-05 -0.00015672243942390198 3.2220968009501732e-05 7.6401511735942537e-05 1.3453106930683134e-06 1.1105724112331424e-06 -0.00027970051055308432 -0.00010724842560553362
leaf_weight=37 21 22 24 22 22 42 28 21 33 20 141 20 25 21 20 22 22 20 20 33 22 26 36 25 381 30 32 1865 25 43
leaf_count=37 21 22 24 22 22 42 28 21 33 20 141 20 25 21 20 22 22 20 20 33 22 26 36 25 381 30 32 1865 25 43
internal_value=0 -5.92198e-07 1.30546e-07 7.00694e-05 -8.65601e-07 -3.29311e-07 1.90512e-07 9.25736e-07 3.85056e-05 -6.91837e-05 -3.26928e-07 3.11832e-07 -4.70678e-07 -1.12195e-06 -4.49038e-07 -1.3609e-06 -4.08085e-05 -1.32016e-05 3.88987e-08 -7.60055e-07 2.66615e-07 2.8454e-05 -1.98463e-06 -1.67511e-05 1.78891e-07 3.00512e-05 1.18766e-06 -2.53811e-06 -0.00012192 1.80767e-05
internal_weight=0 3084 3062 43 3019 2995 2973 2945 95 62 2850 2829 2809 2784 2763 2743 94 72 2649 2629 2596 192 2404 166 2382 52 2346 1922 57 424
internal_count=3121 3084 3062 43 3019 2995 2973 2945 95 62 2850 2829 2809 2784 2763 2743 94 72 2649 2629 2596 192 2404 166 2382 52 2346 1922 57 424
is_linear=0
shrinkage=0.1


Tree=3343
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 42 42 52 16 130 41 12 2 4 43 34 104 34 123 9 10 12 12 160 1210 43 43 12 42 3 3
split_gain=1.00066e-05 7.29766e-05 3.14283e-05 2.08775e-05 8.70756e-06 1.649e-05 1.421e-05 1.50672e-05 1.25794e-05 8.65169e-06 2.14618e-05 6.15525e-05 5.89052e-05 2.8428e-05 1.39025e-05 2.29176e-05 3.17506e-05 6.3338e-05 3.99108e-05 6.10012e-05 1.20857e-05 7.6644e-05 0.000208997 7.47751e-05 5.91192e-05 7.55381e-05 3.92729e-05 3.13612e-05 0.000106945 0.000143289
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.021469999999999996 -0.0093649999999999983 -0.031059999999999997 -0.081299999999999983 0.096505000000000021 0.07677500000000001 0.08486500000000001 0.082850000000000021 0.0033150000000000007 -0.14792499999999997 -0.097449999999999981 0.086600000000000024 -0.057544999999999992 0.083965000000000012 0.091905000000000014 0.09820000000000001 0.085355000000000014 0.085635000000000003 -1.0000000180025095e-35 -0.08126499999999999 0.057265000000000003 0.12266000000000001 0.085955000000000018 0.083995000000000014 -0.086424999999999988 -0.085784999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 8 -8 14 12 -12 -11 -13 -3 16 17 -16 20 -20 23 22 -22 -18 27 -26 -23 -25 -29 -30
right_child=1 9 -4 -5 5 -7 7 -9 -10 10 11 13 -14 -15 15 -17 18 -19 19 -21 21 26 -24 24 25 -27 -28 28 29 -31
leaf_value=-9.0074348336202105e-05 0.00018730602927722172 6.7861930262457974e-05 -0.00012608193355845287 -0.00010130202004109465 9.0911156439688065e-05 -7.2570359241746536e-06 -6.0455670856956408e-05 7.068110823335397e-05 3.3009183213531899e-05 0.00019065109981966091 -0.0001523642203127648 -2.2652084226137958e-05 -4.9064000873037258e-06 0.00013321005423098213 0.00021587482125141834 -0.0001033951307115124 -0.00020081954585293715 -1.3867809805863849e-05 -0.00021987193550947789 1.84052926752801e-05 -9.6062572010851015e-05 -0.00010693276943294966 0.00035058819392526694 1.1085998533989943e-05 -0.0002620248869243369 1.2817015740438366e-05 3.340935658099476e-06 -0.00017586152274210083 0.00022891312572994595 -2.9142156994383259e-05
leaf_weight=20 21 29 25 21 28 44 36 24 24 24 22 25 43 22 20 22 20 30 21 22 20 33 22 675 20 20 1514 42 24 208
leaf_count=20 21 29 25 21 28 44 36 24 24 24 22 25 43 22 20 22 20 30 21 22 20 33 22 675 20 20 1514 42 24 208
internal_value=0 1.56692e-06 -2.04618e-05 -7.05819e-06 4.18681e-06 3.09195e-05 -1.43204e-05 3.71622e-06 -2.30697e-05 2.11632e-07 2.48306e-05 -1.43144e-05 6.5144e-05 5.03047e-05 -1.00944e-06 -1.74562e-06 -9.14599e-07 7.80292e-05 -2.40918e-06 -9.79627e-05 -8.27657e-07 4.60735e-06 0.000137897 -9.38686e-06 -5.51562e-06 -0.000124604 9.8862e-07 -4.96089e-07 -2.90286e-05 -2.44678e-06
internal_weight=0 2899 222 197 176 72 104 84 60 2878 136 69 67 47 2742 2713 2691 50 2641 43 2598 1589 42 1009 989 40 1547 949 274 232
internal_count=3121 2899 222 197 176 72 104 84 60 2878 136 69 67 47 2742 2713 2691 50 2641 43 2598 1589 42 1009 989 40 1547 949 274 232
is_linear=0
shrinkage=0.1


Tree=3344
num_leaves=31
num_cat=0
split_feature=97 34 10 33 1 44 1456 3 403 3 0 403 0 157 133 1374 49 49 0 12 1446 1453 1456 16 2 2 12 160 130 3
split_gain=1.04694e-05 1.65089e-05 7.92166e-05 3.19005e-05 2.6163e-05 1.05842e-05 1.37454e-05 1.00367e-05 6.42997e-05 4.3425e-05 0.000154494 4.01271e-05 3.51923e-05 3.10895e-05 8.82282e-05 8.8159e-05 6.69812e-05 4.54822e-05 2.82649e-05 2.71792e-05 2.6053e-05 3.82218e-05 2.93711e-05 3.04697e-05 5.11198e-05 9.68406e-05 4.4913e-05 4.34288e-05 5.12405e-05 4.69708e-05
threshold=-0.086464999999999986 -0.057544999999999992 0.0036750000000000007 -1.0000000180025095e-35 0.10871500000000002 0.084760000000000016 0.11772000000000001 -0.086274999999999977 -0.5335399999999999 -0.085709999999999995 -0.085384999999999975 -0.55049499999999985 0.10455500000000001 -0.087184999999999985 0.085760000000000017 0.086000000000000007 0.11042000000000002 0.096415000000000015 0.047850000000000011 0.095110000000000014 0.086320000000000022 -0.081719999999999973 -1.0000000180025095e-35 -0.080509999999999984 0.11093500000000002 0.12299 0.080890000000000017 0.08325500000000001 0.089120000000000019 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 7 8 -5 10 -9 -11 18 14 19 16 17 20 -13 -10 21 -15 -23 27 26 -26 -25 28 29 -24
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leaf_value=-6.5793009586438223e-05 -9.6854590719885894e-05 -0.0001265762264665682 0.00020229709938892324 0.00018628941848874091 3.7936987634010521e-05 4.9394491509511404e-05 -5.9552292338757512e-05 -0.00029135905794606991 7.3264794191345577e-05 0.00011994526635303542 3.7012533261747054e-05 -2.7006201966788347e-06 -9.9400788147593972e-05 0.00013629408187460453 0.00024602467264230656 -0.00020754196040797979 0.00013641594823393216 -0.00014648456431348765 8.3324745989953855e-05 -8.9621975729685459e-05 -9.0156187547234303e-05 -0.00010870463811443188 7.7893683874208369e-05 0.00017195897423031664 -0.00022240723324516281 7.7814414758103388e-05 2.9536548836912918e-05 -0.00014287536637857555 -0.00014868900141901459 -1.7979449472791365e-05
leaf_weight=24 24 20 23 20 36 43 39 23 20 27 38 1848 37 22 20 20 37 21 39 21 29 23 69 24 22 21 286 25 23 197
leaf_count=24 24 20 23 20 36 43 39 23 20 27 38 1848 37 22 20 20 37 21 39 21 29 23 69 24 22 21 286 25 23 197
internal_value=0 5.09849e-07 4.45067e-05 -7.01743e-07 -1.59796e-05 1.39102e-07 -5.78614e-07 2.11212e-07 8.98913e-06 -3.71529e-06 -8.67997e-05 -1.11757e-06 -2.81648e-06 4.95958e-06 7.38316e-05 -1.70083e-07 5.0207e-06 -1.35938e-06 -9.22671e-07 -1.0165e-05 2.75348e-06 6.53772e-06 2.40056e-06 6.23177e-06 2.63898e-05 -7.57874e-05 4.05628e-05 -1.643e-05 -5.49181e-06 6.8899e-06
internal_weight=0 3097 83 3014 60 2994 2951 2912 900 2012 61 1951 1924 880 61 819 799 762 1887 41 741 712 690 667 353 43 310 314 289 266
internal_count=3121 3097 83 3014 60 2994 2951 2912 900 2012 61 1951 1924 880 61 819 799 762 1887 41 741 712 690 667 353 43 310 314 289 266
is_linear=0
shrinkage=0.1


Tree=3345
num_leaves=31
num_cat=0
split_feature=51 51 1429 1429 3 42 42 42 48 159 43 484 16 156 51 42 474 1373 1374 16 155 481 1446 2 13 1456 133 1456 472 483
split_gain=1.05447e-05 4.28943e-05 3.16271e-05 0.00012326 3.81253e-05 2.13107e-05 4.2666e-05 2.54663e-05 2.87523e-05 3.42864e-05 3.58467e-05 8.56531e-05 2.11832e-05 4.24873e-05 3.38948e-05 3.33181e-05 1.45668e-05 1.37176e-05 2.35031e-05 1.35883e-05 2.93556e-05 1.23752e-05 7.47394e-05 0.000135556 0.000127568 1.62954e-05 6.5232e-05 4.74086e-05 1.96653e-05 1.98562e-05
threshold=-0.085989999999999997 -0.085384999999999989 0.032755000000000006 0.083870000000000014 0.11296500000000002 0.11066000000000001 0.097315000000000026 0.094365000000000018 0.084170000000000009 0.10545500000000001 -0.095049999999999982 0.049355000000000003 0.41221000000000008 0.09747500000000002 -0.21717499999999998 -0.067534999999999998 0.086990000000000012 -1.0000000180025095e-35 -0.08070999999999999 0.62682500000000008 0.11245500000000001 -0.086484999999999992 0.083715000000000026 0.084055000000000005 -0.081224999999999978 0.085790000000000019 0.11224500000000003 0.084415000000000004 -0.082054999999999975 -0.096724999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 7 8 9 10 -1 12 13 -12 15 -14 -5 -3 -19 20 21 22 24 -24 -20 27 -27 28 -23 -30
right_child=1 17 3 16 -6 -7 -8 -9 -10 -11 11 -13 14 -15 -16 -17 -18 18 19 -21 -22 25 23 -25 -26 26 -28 -29 29 -31
leaf_value=-7.9909220746938249e-05 0.00014474197911719483 -7.9243271777938533e-05 -0.00028580359101397339 1.8858711617915041e-05 0.00011651803730413892 8.5680771603206682e-05 -0.00015035483801594557 9.0590965439332657e-05 -0.00012181554984240591 -0.00010248554501759505 -1.4539096288069192e-05 0.00022422536534577378 -7.2045943670673293e-05 0.00014742162075708621 -0.00013165620486006447 9.1346773115219551e-05 -7.5422736193539341e-05 9.8398679576348512e-05 -0.00016946475657415719 -7.3922927216093145e-05 0.00011669133395612749 -9.0356723012519077e-05 0.0003167638831655495 -2.7870860358234494e-05 0.00013353748248240055 -1.8676466363635219e-06 -0.00020173123240965651 0.00015431754523888232 5.7898271422916078e-05 -8.7236689185737741e-07
leaf_weight=36 21 21 20 57 26 22 22 25 23 31 46 20 24 25 24 26 23 25 33 24 22 24 21 25 24 89 20 20 59 2243
leaf_count=36 21 21 20 57 26 22 22 25 23 31 46 20 24 25 24 26 23 25 33 24 22 24 21 25 24 89 20 20 59 2243
internal_value=0 2.38583e-06 -1.41612e-05 -6.37585e-05 9.38883e-09 -9.34007e-06 -1.62621e-05 -5.72626e-06 -1.51691e-05 -4.59642e-06 1.05009e-05 3.02268e-05 3.46832e-06 4.24893e-05 -3.39707e-05 1.29183e-05 -8.2472e-06 1.25773e-06 1.90075e-06 9.74315e-07 1.67103e-06 6.81805e-07 3.46392e-05 0.000129462 -4.18849e-05 -7.42883e-07 -3.85399e-05 1.01324e-06 -3.04936e-07 6.33918e-07
internal_weight=0 2671 450 100 350 324 302 280 255 232 201 165 145 71 74 50 80 2650 2629 2604 2580 2558 103 46 57 2455 109 2346 2326 2302
internal_count=3121 2671 450 100 350 324 302 280 255 232 201 165 145 71 74 50 80 2650 2629 2604 2580 2558 103 46 57 2455 109 2346 2326 2302
is_linear=0
shrinkage=0.1


Tree=3346
num_leaves=31
num_cat=0
split_feature=400 132 43 13 15 13 400 1185 1213 1212 402 3 402 1212 1213 1213 15 12 15 1213 4 1213 1213 52 1213 1213 1213 3 3 160
split_gain=9.68317e-06 0.000127354 0.000470884 0.00027918 3.94742e-05 2.98427e-05 2.52132e-05 1.50929e-05 1.04926e-05 1.69967e-05 1.0056e-05 0.000102589 1.39486e-05 1.1256e-05 3.07816e-05 0.000140265 5.49093e-05 8.39992e-05 4.58594e-05 4.4729e-05 2.31141e-05 1.90584e-05 1.76327e-05 7.93208e-05 4.0434e-05 5.34523e-05 5.72758e-05 1.69661e-05 7.66962e-05 0.000203414
threshold=-0.082199999999999981 -0.083284999999999984 -0.011694999999999999 -0.011289999999999998 0.084655000000000022 -0.0062949999999999994 -0.077959999999999988 -0.083264999999999992 0.27327000000000007 0.13631000000000001 0.13628000000000004 -0.078724999999999976 0.12527000000000002 -0.14780999999999997 -0.090324999999999989 -0.087969999999999979 0.085465000000000013 0.085250000000000006 0.088345000000000021 -0.086179999999999993 -0.076229999999999978 -0.083944999999999978 -0.07797999999999998 0.008405000000000001 -0.065844999999999987 -0.020279999999999996 -0.0086699999999999989 -0.086274999999999977 -0.085709999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -5 -2 -8 9 10 12 -12 13 20 16 -16 17 -15 -18 -17 -9 -21 23 -23 -24 -26 -27 -28 29 -29
right_child=6 3 4 5 -6 -7 7 8 -10 -11 11 -13 -14 14 15 19 18 -19 -20 21 -22 22 24 -25 25 26 27 28 -30 -31
leaf_value=0.00053151729676756084 -0.00010330730747227791 -0.00038668401848553915 3.4756668244353343e-05 0.00014197149999249219 -0.00014039011411196871 -1.2480723797062669e-05 8.6180260004766759e-05 -9.8560009841590235e-05 4.8048602501546346e-05 -8.220380083142888e-05 -8.5520458274653978e-05 0.00019951030065029678 -8.1096456481397831e-05 0.0001289302426891442 -0.00026606545947288396 0.00012548188626949146 0.00024597206131494163 -0.00012898661306540559 3.4388626954751092e-05 -9.2213417519815277e-05 3.5644867637616002e-05 -5.1899128151557378e-05 -0.00011022336565314188 0.00021085261978441851 0.00011572189321622062 -0.00014197894011760645 1.2904079859021338e-05 -0.00035018640079546127 -2.4673750946894022e-06 8.4927745601384068e-05
leaf_weight=20 24 20 31 22 22 29 20 33 43 26 28 23 22 23 20 28 21 28 20 23 21 27 34 20 39 29 672 22 1710 21
leaf_count=20 24 20 31 22 22 29 20 33 43 26 28 23 22 23 20 28 21 28 20 23 21 27 34 20 39 29 672 22 1710 21
internal_value=0 2.53262e-05 0.000118072 -7.00317e-05 -3.79458e-05 5.41457e-05 -1.22505e-06 -3.95398e-07 -9.85754e-07 -1.71533e-06 -9.84639e-07 4.30228e-05 -1.7825e-06 -1.15731e-06 -2.65294e-07 -2.24313e-06 5.65974e-05 -1.26712e-05 0.000142761 -2.33051e-07 -4.63692e-05 -1.58847e-06 -7.78688e-07 5.99101e-05 -1.90745e-06 -4.30214e-07 -2.27615e-06 -6.0548e-07 -5.78427e-06 -0.000137689
internal_weight=0 144 73 71 53 51 2977 2953 2933 2890 2864 51 2813 2791 2737 2645 92 51 41 2625 54 2597 2574 47 2527 2493 2454 2425 1753 43
internal_count=3121 144 73 71 53 51 2977 2953 2933 2890 2864 51 2813 2791 2737 2645 92 51 41 2625 54 2597 2574 47 2527 2493 2454 2425 1753 43
is_linear=0
shrinkage=0.1


Tree=3347
num_leaves=31
num_cat=0
split_feature=132 393 1203 131 47 47 47 9 33 0 43 47 47 47 484 133 47 376 2 43 47 2 48 51 48 402 160 52 2 160
split_gain=9.68998e-06 5.49925e-05 2.59459e-05 8.8048e-06 8.4517e-06 8.51161e-05 4.28083e-05 1.67306e-05 7.18759e-05 3.04318e-05 1.54461e-05 1.62894e-05 1.73915e-05 2.3962e-05 2.77854e-05 1.41674e-05 1.39584e-05 1.33499e-05 1.21902e-05 2.39812e-05 2.34508e-05 1.13303e-05 1.12718e-05 4.90719e-05 4.93662e-05 3.41351e-05 3.77272e-05 3.38255e-05 2.34559e-05 4.61069e-05
threshold=-0.083174999999999985 0.12069000000000002 0.088820000000000024 0.13602500000000003 0.092165000000000011 0.096475000000000019 0.089785000000000018 0.092235000000000011 -0.012019999999999998 1.0000000180025095e-35 0.0047850000000000011 0.10094500000000002 0.10397500000000001 0.10843500000000002 -1.0000000180025095e-35 -0.50375999999999987 0.11419000000000001 -0.0016099999999999997 0.11548000000000001 -0.077824999999999991 0.13283000000000003 0.10276500000000001 0.083180000000000018 -0.10316499999999999 0.085325000000000012 0.088375000000000023 -0.23055499999999998 0.039215000000000007 0.086330000000000004 0.11055500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 6 -6 7 8 -2 -9 11 -7 -13 14 -14 -10 -15 21 19 -18 -20 -17 -19 -24 -25 26 -26 28 -28 -30
right_child=1 -3 -4 -5 5 10 -8 9 15 -11 -12 12 13 16 -16 17 18 22 20 -21 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=-7.1476621875244196e-06 0.00019038740930227505 0.00016277842258291674 -0.00011012254149786064 5.0215853261761369e-05 -0.00017303119708348306 8.2613267187736241e-05 0.00014382895917931042 -0.00013412898435490207 5.5014670357669947e-05 2.7132792564026951e-05 -7.3185075947549205e-05 -8.1978200013627832e-05 -6.2940651592465916e-06 -6.2936926373266842e-05 0.00015451906795285389 0.00010424991924082861 3.3047183549367929e-05 -4.90251022340114e-06 0.00010243162885672064 -8.9144674360607597e-05 -2.7323873907264969e-05 3.8687375901803461e-06 -0.00012984909018004228 0.0001624920793498556 -0.00010796139955615488 0.00013962530494609384 6.8914713483536613e-05 0.00012004308476077444 8.2611017016650112e-06 -0.00013570894236461474
leaf_weight=194 20 21 28 35 31 27 21 25 46 22 25 23 21 36 22 22 36 2013 30 29 26 23 22 24 27 20 44 28 154 26
leaf_count=194 20 21 28 35 31 27 21 25 46 22 25 23 21 36 22 22 36 2013 30 29 26 23 22 24 27 20 44 28 154 26
internal_value=0 1.54194e-06 -2.01355e-05 3.65438e-07 -2.48268e-07 -1.59477e-05 1.64531e-06 4.58567e-07 1.58366e-06 -5.86447e-05 1.75992e-06 9.25442e-06 3.7241e-07 9.84273e-06 7.59824e-05 4.17763e-08 -8.27196e-06 -1.01056e-06 7.99199e-06 -2.14692e-05 4.2188e-05 5.2944e-05 -2.04022e-06 1.46606e-05 2.45034e-05 1.34274e-05 4.38091e-06 1.64176e-05 3.4644e-06 -1.25346e-05
internal_weight=0 2899 222 2878 2843 306 2537 2516 2469 47 275 250 223 200 43 2449 157 2403 121 65 56 45 2358 345 323 299 279 252 224 180
internal_count=3121 2899 222 2878 2843 306 2537 2516 2469 47 275 250 223 200 43 2449 157 2403 121 65 56 45 2358 345 323 299 279 252 224 180
is_linear=0
shrinkage=0.1


Tree=3348
num_leaves=31
num_cat=0
split_feature=32 34 9 10 2 2 400 132 13 3 13 1204 400 1185 130 4 0 52 16 4 2 475 1 42 4 1428 157 4 157 48
split_gain=9.23418e-06 1.9602e-05 1.23069e-05 2.92664e-05 5.77353e-05 1.542e-05 9.16227e-06 0.000109716 0.000389688 0.000257212 3.18664e-05 3.08402e-05 2.01194e-05 1.04232e-05 8.91981e-06 1.81593e-05 1.07582e-05 2.03925e-05 1.5284e-05 1.45359e-05 3.94979e-05 1.09713e-05 6.37544e-05 0.00010058 4.52183e-05 2.35588e-05 4.12918e-05 1.56817e-05 4.20941e-05 3.23728e-05
threshold=0.078360000000000013 -0.10561499999999999 0.092890000000000014 0.053330000000000009 -0.080614999999999978 -0.023999999999999997 -0.082199999999999981 -0.083284999999999984 -0.01163 -0.083344999999999989 -0.0075049999999999987 -0.082884999999999986 -0.077959999999999988 -0.083264999999999992 -0.23123999999999997 0.62931500000000018 0.13134000000000004 0.095415000000000014 0.15273500000000004 -0.50940999999999981 0.09580000000000001 -0.10664 0.10234000000000001 0.083995000000000014 -0.50052499999999989 -0.071779999999999997 0.12236000000000001 -0.17966999999999997 -0.04831499999999999 0.11326500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 8 -7 10 -9 -10 -8 -14 -15 16 19 18 -18 20 -16 22 23 -21 -23 -26 27 28 -27 -30
right_child=-2 2 -4 -5 5 6 12 9 11 -11 -12 -13 13 14 15 -17 17 -19 -20 21 -22 24 -24 -25 25 26 -28 -29 29 -31
leaf_value=-9.4515340341868903e-05 6.4558234920365402e-05 0.00016189142009931278 5.6770826310974756e-05 -9.8774020686202385e-05 -8.8214115021401088e-05 0.00044035391723203549 -9.2527390976708071e-05 0.00015035509197993882 1.4585180542781019e-05 -0.00035728285736348923 -1.1777931609281545e-05 -0.00014800148121139501 7.1356477819790596e-05 6.2328221445733851e-05 -0.00012527073134833701 -7.8977185427599287e-05 6.0383233249012845e-05 0.00011266627577318407 -6.0402896203661591e-05 -0.00026307724342173477 4.2485771577048581e-05 0.00011498081358588346 9.2424174522420802e-05 3.294084175043584e-05 -8.775759943678315e-05 -7.1587397992732891e-05 0.00013959009471970301 -2.5852277706078783e-06 0.00017329651887289051 6.363261716268469e-06
leaf_weight=22 22 22 38 30 20 24 24 22 28 21 27 20 20 22 32 30 20 24 22 22 25 34 24 24 31 21 21 2382 26 21
leaf_count=22 22 22 38 30 20 24 24 22 28 21 27 20 20 22 32 30 20 24 22 22 25 34 24 24 31 21 21 2382 26 21
internal_value=0 -4.58298e-07 2.14193e-07 -4.92997e-07 4.86873e-07 -7.01912e-07 -1.12008e-07 2.46741e-05 0.000111345 -6.44733e-05 6.10165e-05 -5.31593e-05 -1.35789e-06 -5.76718e-07 -1.09404e-06 -1.59976e-06 -7.49147e-07 3.91332e-05 -2.88569e-06 -1.73759e-06 -5.16933e-05 -6.44933e-07 -3.96991e-05 -0.000108633 4.33062e-07 -1.12354e-06 -3.66726e-08 -1.23347e-06 4.61177e-05 9.87093e-05
internal_weight=0 3099 3077 3039 3009 2987 2967 142 72 70 49 48 2825 2801 2781 2759 2729 66 42 2663 57 2606 70 46 2536 2502 2471 2450 68 47
internal_count=3121 3099 3077 3039 3009 2987 2967 142 72 70 49 48 2825 2801 2781 2759 2729 66 42 2663 57 2606 70 46 2536 2502 2471 2450 68 47
is_linear=0
shrinkage=0.1


Tree=3349
num_leaves=31
num_cat=0
split_feature=132 132 1203 130 12 51 4 13 2 52 42 133 483 401 12 142 45 401 1209 16 16 12 2 2 3 11 11 1429 160 48
split_gain=1.04515e-05 4.42747e-05 2.62507e-05 9.46152e-06 2.3684e-05 9.897e-06 2.84667e-05 3.7639e-05 3.21949e-05 4.94738e-05 2.83397e-05 1.92198e-05 2.27353e-05 1.51154e-05 1.5058e-05 2.90337e-05 4.07133e-05 2.1188e-05 2.22839e-05 1.75868e-05 4.01304e-05 6.80672e-05 2.67185e-05 3.8774e-05 3.61179e-05 3.36828e-05 3.90199e-05 5.25576e-05 3.37859e-05 3.75522e-05
threshold=-0.083174999999999985 -0.069704999999999989 0.088820000000000024 -0.23647499999999996 0.23631000000000002 0.10027500000000002 0.033845000000000007 -0.0069799999999999992 0.11177500000000001 -0.057699999999999994 0.094935000000000005 0.085075000000000026 0.085835000000000009 0.13699500000000003 0.12757000000000002 -0.057499999999999989 0.083445000000000005 0.11769000000000002 -0.093169999999999989 0.0039400000000000008 -0.0013749999999999997 0.08486500000000001 0.12198500000000001 0.11824000000000001 -0.071329999999999991 0.093970000000000012 0.087575000000000014 0.091465000000000005 -0.079009999999999983 0.083685000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 13 8 -8 10 -10 11 12 -7 14 15 -5 17 18 -17 20 -20 -22 23 25 -24 26 27 28 -21 -30
right_child=1 3 -4 4 -6 6 7 -9 9 -11 -12 -13 -14 -15 -16 16 -18 -19 19 22 21 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-7.8479099706736142e-06 0.00014627510740649 -6.7995379140484147e-05 -0.00011142578706702417 0.00011984576050053874 0.00010438205307846975 -5.1321249108811058e-05 3.3169009111588824e-05 -0.00015637821561540478 0.00021439632000692655 2.7697208297468025e-05 9.9043183380954675e-05 6.5550124862865132e-05 6.4608005950936957e-05 -8.42182459150949e-05 -7.390117303397606e-05 -0.0001060999694163911 -0.00012809517374262215 7.5267418386018209e-05 2.0566258862652242e-06 2.8332841376517664e-05 0.00018123227575201514 -1.2346880416421652e-05 0.00012297165372956442 -0.00015112188759138173 -1.5370508449648141e-05 9.3192196140147714e-05 -0.00015169606330428824 0.0001045049748480618 -5.0850344123818738e-05 3.0226395100053987e-05
leaf_weight=194 21 20 28 20 22 87 22 20 22 40 29 27 21 22 28 20 25 37 1660 99 34 39 32 22 46 27 22 34 332 69
leaf_count=194 21 20 28 20 22 87 22 20 22 40 29 27 21 22 28 20 25 37 1660 99 34 39 32 22 46 27 22 34 332 69
internal_value=0 1.60138e-06 -2.09118e-05 5.45733e-07 1.02538e-06 2.23597e-07 1.851e-05 -5.70916e-05 3.25599e-05 9.39453e-05 9.3532e-06 -9.91353e-06 -2.87794e-05 -1.6848e-06 -9.71627e-07 -1.60655e-07 -1.12148e-06 1.62125e-07 -9.78637e-07 -1.08427e-07 5.24776e-06 7.78133e-05 -1.36989e-05 -2.08006e-05 4.13853e-05 -1.58828e-05 -2.11797e-05 -1.58026e-05 -2.39835e-05 -3.68995e-05
internal_weight=0 2899 222 2878 2858 2836 268 42 226 62 164 135 108 2568 2546 2518 2498 2473 2436 2416 1733 73 683 605 78 583 556 534 500 401
internal_count=3121 2899 222 2878 2858 2836 268 42 226 62 164 135 108 2568 2546 2518 2498 2473 2436 2416 1733 73 683 605 78 583 556 534 500 401
is_linear=0
shrinkage=0.1


Tree=3350
num_leaves=31
num_cat=0
split_feature=1209 1211 4 16 1203 400 400 1203 4 401 133 15 1210 1209 1209 133 42 12 1 12 16 133 15 12 133 158 131 16 16 16
split_gain=9.28267e-06 8.49498e-06 6.01891e-05 2.64133e-05 1.64249e-05 5.83818e-05 1.52892e-05 1.27218e-05 1.25989e-05 1.05244e-05 3.15316e-05 2.74644e-05 2.15135e-05 1.89812e-05 1.7096e-05 1.41848e-05 1.59257e-05 3.34375e-05 6.25512e-05 8.90452e-05 3.55752e-05 1.85533e-05 3.18486e-05 3.17785e-05 2.12407e-05 2.66974e-05 1.71578e-05 1.91674e-05 0.000103562 6.37995e-05
threshold=-0.14444499999999996 0.11048500000000001 -0.080584999999999976 -0.066924999999999985 0.088820000000000024 -0.081749999999999975 -0.064794999999999978 0.085685000000000011 -0.07712999999999999 -0.06959499999999999 0.51114000000000004 0.095175000000000023 0.24726500000000004 -0.085894999999999985 -0.077594999999999983 0.41553500000000004 0.11326500000000002 0.10508500000000001 0.090405000000000013 0.092355000000000007 -0.032969999999999992 0.11830000000000002 0.087575000000000014 0.095110000000000014 0.11224500000000003 -0.47382999999999992 0.11767000000000001 -0.0094449999999999968 -0.0087049999999999992 -0.011989999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 8 7 -6 -7 9 -4 11 12 -2 13 -11 -15 16 21 18 19 -18 -19 24 -23 -24 25 -16 27 29 -29 -27
right_child=1 2 3 -5 5 6 -8 -9 -10 10 -12 -13 -14 14 15 -17 17 20 -20 -21 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=6.790873099816963e-05 -1.6174056024958132e-05 0.00018206586890300968 -2.6281636328349121e-05 -0.00010865497012370422 -0.00017124699463602156 8.2098495511759431e-05 -3.8571072686214138e-05 5.6551215940112926e-05 8.5963047313271089e-05 -7.5573699766263262e-05 -9.1055674672064081e-05 0.00013194001935300462 9.5799660503752938e-05 8.0308402609192015e-05 -0.00011662060832350109 -8.5072497531655253e-05 6.4052375091705481e-06 -8.5480208665988339e-05 -2.9941060590014485e-05 0.00029794884070394225 4.8266691561197111e-05 5.388453525613711e-06 -0.00019724167456539968 -2.7096479480741948e-05 9.9444751062297389e-05 1.6075639511168193e-06 7.7218325740042407e-05 -0.00019237085068579614 -6.5144833884364502e-06 0.00011337683402948555
leaf_weight=20 31 20 20 21 25 21 21 39 20 34 39 21 23 26 20 20 20 37 30 22 43 56 21 23 21 1403 28 31 912 53
leaf_count=20 31 20 20 21 25 21 21 39 20 34 39 21 23 26 20 20 20 37 30 22 43 56 21 23 21 1403 28 31 912 53
internal_value=0 -4.37973e-07 3.15209e-05 -1.78381e-05 -1.29515e-06 -5.02552e-05 2.17637e-05 -1.84303e-07 2.98407e-05 -9.43633e-07 -1.7537e-06 4.36412e-05 -5.19985e-07 -1.31118e-06 -3.98339e-07 -1.16417e-06 -5.47196e-07 3.09043e-05 8.03437e-05 0.000159119 -1.35912e-05 -2.40881e-06 -4.46354e-05 -0.000108302 -6.97844e-07 -1.55726e-06 -6.09068e-07 -1.51743e-06 -1.26243e-05 5.67609e-06
internal_weight=0 3101 81 61 3020 67 42 2953 40 2914 2862 52 2823 2800 2766 2740 2720 152 72 42 80 2568 100 44 2468 2447 2427 2399 943 1456
internal_count=3121 3101 81 61 3020 67 42 2953 40 2914 2862 52 2823 2800 2766 2740 2720 152 72 42 80 2568 100 44 2468 2447 2427 2399 943 1456
is_linear=0
shrinkage=0.1


Tree=3351
num_leaves=31
num_cat=0
split_feature=1209 13 1209 130 130 52 130 16 16 130 52 130 12 130 403 130 2 1186 52 1213 13 1213 403 1213 1212 52 1213 402 402 394
split_gain=9.68262e-06 7.22597e-05 1.5791e-05 1.10601e-05 4.89236e-05 5.06513e-05 3.76337e-05 2.37095e-05 4.31237e-05 5.01754e-05 2.60088e-05 5.0492e-05 5.42507e-05 3.14266e-05 4.63243e-05 2.3468e-05 1.99921e-05 1.63085e-05 1.76607e-05 1.22054e-05 6.50237e-05 4.01229e-05 2.92718e-05 1.69762e-05 8.66578e-05 0.000100164 5.85863e-05 7.88363e-05 4.14954e-05 1.44152e-05
threshold=-0.087714999999999987 -0.052719999999999996 -0.074484999999999982 0.0084900000000000028 0.087230000000000016 0.08257500000000001 0.085235000000000019 -0.092124999999999985 -0.16075999999999999 0.10887000000000001 -0.016949999999999996 0.10433000000000002 0.090695000000000012 0.10383500000000001 -0.0064299999999999991 0.0029050000000000005 0.097385000000000013 -0.088079999999999978 0.085815000000000016 -0.24064499999999997 -0.010739999999999998 -0.15413999999999997 0.41186000000000006 -0.087969999999999979 0.087210000000000024 0.086040000000000019 -0.085049999999999987 0.13775000000000001 0.11320500000000001 -0.10421499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 15 5 -5 -7 8 -6 -10 11 12 -9 14 -12 17 -15 18 -4 20 22 -21 -19 24 25 -23 -25 28 29 -28
right_child=2 -3 3 4 7 6 -8 10 9 -11 13 -13 -14 16 -16 -17 -18 19 -20 21 -22 23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.00014860045585323703 -6.3957919188303486e-05 -8.5974407375033487e-05 -2.9668030329048634e-06 0.00018403626290819375 4.7727940503906355e-05 -8.1754479542723853e-05 0.00011223951132706135 1.3475117828840247e-05 -0.00022035626131004061 -1.5076277122716421e-06 1.9066755655027616e-05 6.9452012786541681e-05 -0.00018890692245568735 -6.0532420915630308e-05 0.00017793029659397662 -0.00010500996352427386 5.2132673382792359e-05 -4.9783393430213139e-05 0.00011712865240648778 0.00013986472389660777 -0.00019632597060990518 2.5276223168475554e-05 0.00010016374593681615 0.00012567048716947385 9.2869368899510638e-05 -0.00028071651740111005 -8.1246851091829907e-05 -0.00020056352412211711 0.00013551048217447137 -1.6896996586357079e-06
leaf_weight=29 39 24 25 32 26 20 20 26 22 20 45 32 27 36 31 22 28 30 24 20 20 20 23 36 26 23 23 20 22 2330
leaf_count=29 39 24 25 32 26 20 20 26 22 20 45 32 27 36 31 22 28 30 24 20 20 20 23 36 26 23 23 20 22 2330
internal_value=0 4.23779e-05 -7.32084e-07 8.19823e-08 1.64069e-05 9.0262e-05 1.52425e-05 -1.74178e-06 -5.34862e-05 -0.000116143 1.38965e-05 -2.97373e-05 -8.96252e-05 4.03885e-05 8.38664e-05 -2.15473e-06 -1.12414e-05 -1.29825e-06 5.58555e-05 -2.37828e-06 -4.26884e-05 -1.21057e-06 1.5288e-05 -2.33917e-06 -5.12515e-05 -0.000138394 -9.50876e-07 -2.85416e-06 -1.18924e-06 -2.46735e-06
internal_weight=0 53 3068 3029 365 72 40 293 68 42 225 85 53 140 76 2664 64 2642 49 2593 73 2520 53 2500 69 43 2431 2395 2375 2353
internal_count=3121 53 3068 3029 365 72 40 293 68 42 225 85 53 140 76 2664 64 2642 49 2593 73 2520 53 2500 69 43 2431 2395 2375 2353
is_linear=0
shrinkage=0.1


Tree=3352
num_leaves=31
num_cat=0
split_feature=130 12 132 1203 1185 50 400 43 130 129 129 394 51 51 51 4 4 0 16 50 13 13 50 3 1 160 51 43 13 13
split_gain=9.36176e-06 2.07137e-05 8.40503e-06 0.000261469 0.000141571 4.64546e-05 1.08908e-05 4.0494e-05 1.12658e-05 1.0886e-05 2.54297e-05 2.0064e-05 1.23711e-05 2.68159e-05 2.85419e-05 2.34264e-05 7.60225e-05 4.10575e-05 6.80256e-05 4.16874e-05 3.06737e-05 2.78152e-05 2.50229e-05 3.34122e-05 2.20962e-05 3.2488e-05 2.11812e-05 0.000172968 1.91286e-05 8.6571e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.080619999999999983 -0.03898999999999999 -0.13392499999999996 -0.08341999999999998 -0.077709999999999987 -0.10421499999999999 0.094075000000000006 0.090560000000000015 0.088210000000000011 0.033845000000000007 0.0045450000000000013 -0.083804999999999977 -0.082179999999999989 0.088280000000000011 -0.0069799999999999992 -0.080519999999999994 0.11266000000000001 -0.078244999999999995 0.10337500000000001 -0.15400999999999995 0.078435000000000019 -1.0000000180025095e-35 -0.090639999999999984 -0.089109999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 7 -6 -8 -10 -11 -12 13 14 26 16 17 19 -19 -14 -17 -20 -21 -24 25 -23 28 -28 -13 -30
right_child=1 -3 4 -5 6 -7 8 -9 9 10 11 12 15 -15 -16 20 -18 18 21 22 -22 24 23 -25 -26 -27 27 -29 29 -31
leaf_value=-6.8197412410881945e-05 -7.1857734991262378e-07 9.7127575802667055e-05 -0.0002543932526102501 0.00035414456975732246 -1.8470260785963751e-05 -0.00016145776964549441 -6.7555461137089884e-05 0.0001382884008299138 6.9939717253543094e-05 -0.00011303237090032781 7.6478475335427318e-05 1.8560365944100148e-05 -0.00016217474490293259 -9.1448671039817038e-05 8.7628961690435465e-05 3.0201366263843904e-05 0.00018811187951036523 0.00021278098543656859 -6.7650429204589056e-05 5.5175776908586874e-05 -0.00014091105234001589 -8.9822887000915817e-07 2.7663462384700087e-05 -0.00014680031208193949 -2.1122036546770569e-05 0.00015638951329586645 8.0501505408392404e-05 -0.00028884714258657325 -0.00018056933539420633 -3.3935213426021908e-06
leaf_weight=20 178 22 22 21 45 20 25 26 22 20 34 380 21 34 35 22 27 21 29 38 20 24 23 21 31 29 32 21 28 1830
leaf_count=20 178 22 22 21 45 20 25 26 22 20 34 380 21 34 35 22 27 21 29 38 20 24 23 21 31 29 32 21 28 1830
internal_value=0 4.39836e-07 -2.51015e-07 1.863e-05 -1.6968e-06 -1.69549e-05 2.62087e-07 3.89343e-05 -7.30226e-07 -1.20951e-07 -6.87619e-07 1.44565e-07 -8.28936e-07 -3.28183e-06 -1.99307e-06 1.80888e-05 2.91249e-05 1.10125e-05 4.75037e-05 -3.64615e-05 -5.12807e-05 1.67884e-05 -4.26668e-06 -5.56033e-05 4.59399e-05 8.51649e-05 -3.36224e-06 -6.58442e-05 -1.88255e-06 -6.06356e-06
internal_weight=0 3101 3079 219 2860 198 2838 71 2767 2742 2720 2700 2666 2360 2326 306 264 237 134 103 42 113 82 44 84 53 2291 53 2238 1858
internal_count=3121 3101 3079 219 2860 198 2838 71 2767 2742 2720 2700 2666 2360 2326 306 264 237 134 103 42 113 82 44 84 53 2291 53 2238 1858
is_linear=0
shrinkage=0.1


Tree=3353
num_leaves=31
num_cat=0
split_feature=12 4 10 4 2 15 33 52 393 52 402 1213 403 1209 1209 484 484 3 48 0 4 0 12 0 42 1 52 42 12 133
split_gain=9.68441e-06 1.84574e-05 1.24268e-05 4.11791e-05 0.000109213 7.37887e-05 1.97769e-05 1.06586e-05 2.97411e-05 3.00659e-05 2.62873e-05 4.45928e-05 5.01499e-05 2.45161e-05 2.94247e-05 2.41739e-05 4.42452e-05 3.67521e-05 6.545e-05 4.09368e-05 3.90351e-05 0.000103053 3.43312e-05 9.03288e-05 8.16331e-05 5.67989e-05 7.73784e-05 7.48592e-05 0.000196538 4.21999e-05
threshold=0.23631000000000002 0.63113500000000011 -0.011559999999999999 0.053180000000000012 -0.013254999999999998 -0.18895499999999996 -1.0000000180025095e-35 0.091275000000000009 0.12069000000000002 0.090245000000000006 -0.45015499999999992 0.104315 -0.42244999999999994 -0.087714999999999987 -0.074484999999999982 -0.096419999999999992 -0.069939999999999988 0.097915000000000016 0.097140000000000018 -0.071719999999999992 -0.090289999999999981 0.11070500000000001 0.091715000000000005 -0.080604999999999996 0.091545000000000015 0.092390000000000014 0.26746000000000009 0.090395000000000017 0.089570000000000025 0.090445000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -4 8 9 13 -9 12 -12 -8 -15 -14 -17 18 20 -19 21 -18 25 24 -24 27 -27 28 29 -22
right_child=-2 -3 6 5 -6 -7 7 10 -10 -11 11 -13 15 14 -16 16 17 19 -20 -21 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00027930471056606619 -6.4649690134304017e-05 8.1302904488568734e-05 8.61169480938568e-05 -7.7600186152267269e-05 1.0736395730369574e-05 0.00018010086686444995 8.0677400738319482e-05 -0.00010574481402727543 0.00012483423110097648 0.00010532272509960553 0.00011844125586900521 -0.0001377343514468521 8.0793373339913845e-05 -0.00010039879021421478 1.007782941867443e-06 -0.00015889881507973771 -0.0001955071909221853 0.00017653356822455119 -0.00015109393343664125 -2.1143012054380962e-05 1.0227162429146119e-05 8.7867515477617938e-05 3.4142414935761029e-05 -5.9167463453773162e-06 0.00029051541246387743 1.2829105617129245e-05 -0.00024949655666917 -0.00015703966942965053 0.00032231593340839029 -0.00014343428982621325
leaf_weight=20 23 28 27 25 37 20 38 28 20 28 33 25 29 29 2150 20 33 22 33 20 120 21 27 131 23 22 23 25 20 21
leaf_count=20 23 28 27 25 37 20 38 28 20 28 33 25 29 29 2150 20 33 22 33 20 120 21 27 131 23 22 23 25 20 21
internal_value=0 4.79976e-07 -2.57172e-07 -3.45768e-05 -9.10324e-05 3.69336e-05 9.22277e-07 1.40143e-07 3.42898e-06 2.34741e-06 -1.08794e-05 -6.78027e-06 -1.52529e-06 1.04687e-06 -3.41823e-07 -8.23528e-06 -1.28375e-05 -7.4378e-06 -1.49995e-05 8.24019e-05 -5.36186e-06 -8.53059e-05 5.11624e-06 3.77271e-05 0.000152074 -2.0436e-05 -0.000121248 3.95412e-06 2.89532e-05 -1.26586e-05
internal_weight=0 3098 3070 102 57 45 2968 2941 2265 2245 676 648 623 2217 2179 590 561 541 499 42 466 54 412 181 50 231 45 186 161 141
internal_count=3121 3098 3070 102 57 45 2968 2941 2265 2245 676 648 623 2217 2179 590 561 541 499 42 466 54 412 181 50 231 45 186 161 141
is_linear=0
shrinkage=0.1


Tree=3354
num_leaves=31
num_cat=0
split_feature=132 1185 1203 43 130 12 0 12 42 1456 153 97 34 10 9 1 9 40 43 40 1 150 1365 12 12 12 1213 1213 12 52
split_gain=9.64553e-06 5.20291e-05 2.88243e-05 9.28564e-06 2.84202e-05 1.49067e-05 1.89731e-05 1.60627e-05 2.5211e-05 1.91114e-05 2.11239e-05 1.35776e-05 1.77043e-05 7.14972e-05 5.71089e-05 2.32633e-05 2.12475e-05 1.59519e-05 3.43867e-05 1.78056e-05 3.04073e-05 1.46752e-05 2.07433e-05 1.6685e-05 5.93709e-05 5.88026e-05 4.11565e-05 7.77179e-05 6.8843e-05 4.31256e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.53814999999999991 -0.22699999999999995 0.13043000000000002 -0.050064999999999991 0.11586 0.10369500000000002 0.11510000000000002 1.0000000180025095e-35 -0.086464999999999986 -0.057544999999999992 0.0036750000000000007 0.091905000000000014 0.10871500000000002 0.082870000000000013 -0.083564999999999987 -0.08756499999999999 -0.079414999999999986 0.097290000000000015 -0.089939999999999978 0.084090000000000012 0.085355000000000014 0.085250000000000006 0.085635000000000003 -0.087049999999999975 -0.10156 0.08493500000000001 0.048520000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 7 -7 9 -9 10 11 -6 13 15 16 -13 17 18 -14 20 -19 22 -21 24 26 -25 27 -23 29 -28
right_child=1 3 -4 4 5 6 -8 8 -10 -11 -12 12 14 -15 -16 -17 -18 19 -20 21 -22 23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=-6.399960981989633e-06 0.00015837047574764475 5.3134582104217831e-05 -0.00011493650092891781 -0.0001085776551917661 -7.9694019812103807e-05 0.00011426657966484738 2.7980061162993113e-06 5.9381165416338124e-06 -0.00014340069985337324 7.0096732319003562e-05 -9.799913123267537e-05 -8.4873349199673015e-05 1.5145338317058209e-05 0.00020581530843628572 -0.0001254770350998216 4.2953494027772521e-05 9.7046372462975114e-05 -3.0866985471220685e-05 -0.00015287869540597535 7.5950443570036448e-06 0.00013181567196119835 -3.4903029830145116e-05 0.00012069536781685504 0.0001267267133255537 -0.0001822273115249118 2.2528134691556833e-06 7.0140753033094899e-06 0.00021032926318487931 -0.0001467400951672037 -4.7449526816623744e-05
leaf_weight=194 21 33 28 24 21 26 37 26 20 39 22 24 29 21 36 35 23 20 21 50 27 28 24 39 20 1413 563 24 37 196
leaf_count=194 21 33 28 24 21 26 37 26 20 39 22 24 29 21 36 35 23 20 21 50 27 28 24 39 20 1413 563 24 37 196
internal_value=0 1.53839e-06 -2.00893e-05 3.94029e-07 -2.17725e-07 7.04161e-07 4.88009e-05 -3.94496e-07 -5.89918e-05 5.99411e-07 -4.14579e-07 3.95251e-07 1.03475e-06 4.73567e-05 -4.18489e-07 -9.04387e-06 1.37233e-06 4.88944e-07 -5.54248e-05 1.63425e-06 6.2589e-05 4.37558e-07 4.42762e-05 -9.60745e-07 -1.19291e-05 5.59612e-06 -7.91268e-06 7.82811e-05 -1.35434e-05 -7.05031e-06
internal_weight=0 2899 222 2878 2845 2821 63 2758 46 2712 2673 2651 2630 80 2550 59 2514 2491 50 2441 47 2394 74 2320 868 1452 848 52 796 759
internal_count=3121 2899 222 2878 2845 2821 63 2758 46 2712 2673 2651 2630 80 2550 59 2514 2491 50 2441 47 2394 74 2320 868 1452 848 52 796 759
is_linear=0
shrinkage=0.1


Tree=3355
num_leaves=31
num_cat=0
split_feature=33 132 132 1212 130 402 160 43 132 1 12 130 9 3 15 403 132 15 1204 1456 1456 400 1209 4 52 160 481 0 1209 1212
split_gain=1.06377e-05 9.56256e-06 2.72775e-05 1.64148e-05 2.17511e-05 2.24194e-05 1.72854e-05 2.88148e-05 1.82121e-05 1.78261e-05 1.37504e-05 1.88109e-05 1.14022e-05 2.33067e-05 1.0713e-05 4.83029e-05 4.66932e-05 0.000265783 0.000253668 3.87427e-05 8.55489e-05 3.36974e-05 3.37244e-05 3.82927e-05 5.10121e-05 3.85721e-05 6.00851e-05 2.98115e-05 2.654e-05 2.28474e-05
threshold=-0.009184999999999997 0.093160000000000007 0.090050000000000005 0.086680000000000021 0.092225000000000015 0.090045000000000014 0.084770000000000026 -0.03898999999999999 0.10240500000000001 0.077565000000000009 0.23631000000000002 -0.22562499999999999 0.088235000000000022 -0.012939999999999998 0.087575000000000014 -0.53101999999999994 -0.083284999999999984 0.092400000000000024 -0.078604999999999994 0.091180000000000011 0.055170000000000004 -0.014055 -0.077594999999999983 -0.050494999999999991 0.4002400000000001 -0.53908999999999996 -0.073474999999999985 -0.11013499999999998 -0.025744999999999997 -0.089544999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 5 6 7 8 -3 -10 11 -2 14 -14 15 -13 17 -16 -18 20 21 -20 -23 25 27 -24 -27 -25 -28 -30
right_child=1 3 -4 -5 -6 -7 -8 -9 9 -11 -12 12 13 -15 16 -17 18 -19 19 -21 -22 22 23 24 -26 26 28 -29 29 -31
leaf_value=-5.8287371211918076e-05 8.8976013770055351e-05 0.0001001153917168267 -8.5066723190002934e-05 -4.9773554370144014e-05 0.00012817622849806433 -7.6355412761586205e-05 -5.1198821511206914e-05 0.0001586571087682387 4.4979969097767024e-05 -5.6049141670472078e-05 -8.0397558780359341e-05 -0.00013487761981585729 -8.3539295762117645e-06 0.00013100994610795169 0.00038014766105334277 -2.6294592643813461e-06 -0.00034752338528051043 -0.00010893774928990752 0.00013214785324938322 0.00013620110467309131 -0.00019420944732701173 0.00010087816263899769 -0.00012567158473057833 9.9891656114218345e-05 0.00018915572723822533 0.00014133695076452569 -0.00012255407826160082 -3.9833441779420185e-05 6.5133697682453898e-05 -1.3284404895775796e-05
leaf_weight=31 24 25 38 28 21 21 20 20 40 31 21 28 30 20 20 2025 20 25 24 25 20 39 26 26 24 28 20 37 42 322
leaf_count=31 24 25 38 28 21 21 20 20 40 31 21 28 30 20 20 2025 20 25 24 25 20 39 26 26 24 28 20 37 42 322
internal_value=0 5.84753e-07 -9.02017e-07 2.13995e-05 3.25953e-05 1.98106e-05 3.46597e-05 4.9463e-05 2.67142e-05 8.68667e-07 2.21756e-07 8.2105e-07 6.57058e-08 4.73916e-05 -7.94453e-07 -4.43314e-06 9.90786e-06 0.000108434 3.11819e-06 1.41969e-05 9.1803e-06 1.60983e-05 1.116e-05 4.49526e-06 6.50929e-05 -7.54126e-06 -8.64321e-08 1.78309e-05 -1.03986e-05 -4.23616e-06
internal_weight=0 3090 2884 206 178 157 136 116 96 71 2846 2825 2801 50 2751 2053 698 45 653 633 608 588 564 525 87 438 412 63 384 364
internal_count=3121 3090 2884 206 178 157 136 116 96 71 2846 2825 2801 50 2751 2053 698 45 653 633 608 588 564 525 87 438 412 63 384 364
is_linear=0
shrinkage=0.1


Tree=3356
num_leaves=31
num_cat=0
split_feature=132 1185 1203 448 0 48 1348 447 3 1209 1209 3 3 0 133 131 1213 3 2 2 1 52 1447 480 0 1446 1212 402 42 0
split_gain=9.43916e-06 4.2995e-05 2.97469e-05 8.80914e-06 2.86234e-05 1.15705e-05 1.50106e-05 4.92114e-05 1.16427e-05 4.55737e-05 6.01502e-05 4.99204e-05 4.1826e-05 3.65431e-05 6.16286e-05 2.99957e-05 3.31819e-05 5.47331e-05 5.07112e-05 8.76284e-05 6.74088e-05 6.29773e-05 4.6005e-05 7.14056e-05 0.000100393 6.95757e-05 3.57796e-05 3.29292e-05 7.87016e-05 2.91197e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.068920000000000023 -0.26609999999999995 -0.11278499999999998 0.086620000000000016 0.089635000000000006 -0.082234999999999989 -0.087199999999999986 -0.067109999999999989 -0.082334999999999978 -0.082094999999999987 0.10455500000000001 0.086910000000000015 0.11930500000000001 -0.059794999999999994 -0.082689999999999986 0.085105000000000014 0.084145000000000011 0.078340000000000007 0.08734500000000002 -0.086424999999999988 0.086995000000000017 -0.084674999999999986 0.083715000000000026 0.088215000000000016 0.089785000000000018 -0.019989999999999997 0.051010000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 8 -8 9 -7 -11 15 -10 29 -15 16 18 22 19 20 21 -12 -18 25 -25 27 -20 -24 -29 -14
right_child=1 3 -4 -5 5 6 7 -9 12 10 11 -13 13 14 -16 -17 17 -19 26 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-5.9665234030222734e-06 0.0001440893126917737 0.0001145686660575765 -0.00011622644695827539 -6.5654355130391191e-05 5.8930741356148657e-05 0.0001442335845543615 -0.00016574687612195375 3.932234653257183e-05 -0.00012642497271631977 -0.00016690528073013411 0.00018159241462853971 0.00014778155979001896 -2.2644766154670261e-06 -0.00022287392566795462 1.0616096831374587e-05 0.00010352269336484219 0.0001263659118861445 0.00012885378581248351 9.9225625276363536e-05 -0.00024736301973462107 -0.00014034514850561297 -6.9360427023639214e-05 6.6705821070617958e-06 -0.00028890468485769815 2.0658865237650886e-05 0.00016791931806297867 -4.0303198547917416e-05 3.9683942789755139e-05 -0.00022891073748041888 0.00010449249821249397
leaf_weight=194 21 22 28 20 33 24 22 25 28 20 20 25 1477 20 26 30 30 37 34 25 31 20 731 20 22 26 40 24 20 26
leaf_count=194 21 22 28 20 33 24 22 25 28 20 20 25 1477 20 26 30 30 37 34 25 31 20 731 20 22 26 40 24 20 26
internal_value=0 1.52185e-06 -1.98732e-05 4.81575e-07 9.44388e-07 6.29585e-08 -6.30098e-07 -5.66675e-05 3.25547e-07 7.84257e-06 5.00847e-06 8.03779e-06 -5.29435e-06 -3.10477e-06 -9.09013e-05 4.89041e-06 2.15062e-06 9.72667e-06 -3.84035e-05 -8.63556e-05 -2.96628e-05 5.6116e-05 4.67775e-06 3.47211e-07 -0.000126752 7.01161e-06 2.38046e-05 1.61341e-06 -8.24045e-05 -4.17716e-07
internal_weight=0 2899 222 2878 2858 2836 2803 47 2756 1179 1155 1135 1577 1549 46 1110 1080 910 170 96 71 40 873 843 42 801 74 775 44 1503
internal_count=3121 2899 222 2878 2858 2836 2803 47 2756 1179 1155 1135 1577 1549 46 1110 1080 910 170 96 71 40 873 843 42 801 74 775 44 1503
is_linear=0
shrinkage=0.1


Tree=3357
num_leaves=31
num_cat=0
split_feature=10 0 2 34 43 2 2 0 390 42 1186 13 394 394 1184 1213 2 12 2 12 0 4 3 3 3 13 1210 13 484 0
split_gain=9.43559e-06 6.33945e-05 2.02394e-05 4.80726e-05 1.54868e-05 1.17026e-05 9.97426e-06 4.70142e-05 8.84408e-06 2.48834e-05 1.70655e-05 5.60787e-05 4.29724e-05 1.26751e-05 1.1192e-05 1.37074e-05 3.21962e-05 6.34007e-05 6.13271e-05 7.00661e-05 5.92643e-05 4.04376e-05 1.12704e-05 4.48655e-05 8.43805e-05 7.18679e-05 0.000134339 0.000132429 9.50034e-05 4.18539e-05
threshold=0.053330000000000009 -0.079829999999999998 -0.080614999999999978 -0.06920999999999998 -1.0000000180025095e-35 -0.023999999999999997 -0.0050599999999999994 1.0000000180025095e-35 0.087590000000000015 -0.016354999999999998 0.062435000000000011 -0.0095349999999999983 0.15288500000000002 -0.085984999999999992 0.081725000000000006 0.085775000000000004 0.083995000000000014 0.086210000000000023 0.086000000000000007 0.088435000000000014 -0.082284999999999983 -0.064054999999999987 -0.082234999999999989 -0.084074999999999997 -0.084319999999999992 -0.083894999999999983 -0.052634999999999994 -0.088319999999999996 -1.0000000180025095e-35 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -4 7 -7 10 -10 12 -12 14 -13 15 22 20 -18 -19 -20 -17 -21 23 24 -8 27 -27 -25 -29 -24
right_child=1 4 5 -5 -6 6 8 -9 9 -11 11 13 -14 -15 -16 16 17 18 19 21 -22 -23 29 25 -26 26 -28 28 -30 -31
leaf_value=-5.2254107537340718e-05 -0.0001732803384505172 -2.0629836290027017e-05 -7.6470049734780345e-05 0.00013977152554787154 8.9831627453597991e-05 0.0001537650828270541 7.7445984633582409e-07 -6.0465758351710975e-05 0.00012380791376926937 -2.1331158361001009e-05 -0.00016984626025077888 -3.1287760263391345e-05 0.00014260588996833015 7.6503089803736668e-05 -6.7588654084829624e-05 0.00022729233380232471 -0.00014382332712254236 0.00016633209673239403 -0.00017006036447128281 0.00010853118816923694 -1.6150280946476417e-05 -6.1827768732572704e-05 -5.588480340908083e-06 -3.1750308743071263e-05 -0.00020690796471171783 0.00023259156492713373 -5.3366126479412071e-05 7.8046152372156618e-05 0.00036297544580884278 -0.00013123771059326829
leaf_weight=22 23 30 20 32 22 21 896 20 21 27 25 24 21 20 25 20 24 27 20 38 20 22 1462 33 20 20 92 22 25 27
leaf_count=22 23 30 20 32 22 21 896 20 21 27 25 24 21 20 25 20 24 27 20 38 20 22 1462 33 20 20 92 22 25 27
internal_value=0 -3.50406e-05 8.62792e-07 6.15389e-05 2.61039e-05 -2.32297e-07 2.80743e-07 4.92622e-05 -4.0443e-07 4.21672e-05 -1.11322e-06 -5.02464e-05 9.15392e-08 1.77081e-05 -9.79997e-07 -3.78402e-07 2.70457e-05 3.0685e-06 3.60162e-05 -7.96541e-06 0.000105571 4.60662e-05 -2.18415e-06 5.45266e-06 -3.76009e-06 4.94052e-05 -2.30225e-06 0.000121796 0.000229604 -7.86687e-06
internal_weight=0 75 3046 54 52 2992 2972 41 2931 48 2883 69 2814 44 2793 2768 171 131 107 80 40 60 2597 1108 916 192 112 80 47 1489
internal_count=3121 75 3046 54 52 2992 2972 41 2931 48 2883 69 2814 44 2793 2768 171 131 107 80 40 60 2597 1108 916 192 112 80 47 1489
is_linear=0
shrinkage=0.1


Tree=3358
num_leaves=31
num_cat=0
split_feature=33 132 1185 1203 47 47 9 3 47 1453 484 160 47 47 47 40 4 43 4 475 1420 12 1429 133 43 43 2 158 484 390
split_gain=9.5828e-06 8.56443e-06 3.23289e-05 2.48313e-05 9.791e-06 8.55583e-05 4.78312e-05 7.51611e-05 1.89479e-05 1.54498e-05 1.84046e-05 2.368e-05 1.82822e-05 5.98725e-05 1.77681e-05 1.42995e-05 1.72835e-05 1.90547e-05 1.28105e-05 1.20358e-05 3.81936e-05 3.04801e-05 1.27996e-05 1.17877e-05 1.28071e-05 6.37393e-05 0.000180783 4.37272e-05 5.14497e-05 4.9493e-05
threshold=-0.009184999999999997 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.094160000000000008 0.096850000000000006 0.08925000000000001 -0.13309499999999996 0.091210000000000013 -1.0000000180025095e-35 -0.075319999999999984 -0.081639999999999976 0.10843500000000002 0.10397500000000001 0.11328000000000001 -0.041534999999999996 -0.033174999999999989 -0.065269999999999981 -0.0065699999999999986 -0.24431999999999998 1.0000000180025095e-35 0.093535000000000021 0.11635000000000001 -0.50375999999999987 -0.011694999999999999 -0.014584999999999999 0.083935000000000023 0.10777500000000001 -0.0042999999999999991 0.088485000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 8 -8 19 -7 11 -11 13 18 -14 -16 -17 -18 -12 21 22 -4 23 -21 25 -25 -27 29 -29 -26
right_child=1 2 4 -5 5 9 7 -9 -10 10 12 -13 14 -15 15 16 17 -19 -20 20 -22 -23 -24 24 27 26 -28 28 -30 -31
leaf_value=-5.5321999670629724e-05 -5.6619032895384609e-06 0.00012564012923532922 -0.00013869025185288462 -0.00010640067703207024 0.00019932315764587352 8.6915686915745033e-05 4.0587934133575555e-05 -0.00020640875285867616 9.5638389618779048e-05 1.0338974097976463e-05 3.0812627665000035e-05 -0.00014354411570820959 -9.5250261239760399e-05 0.00016914658769495033 7.9702096409164374e-05 4.3184061804721651e-05 -0.00010566507522266226 2.460267254287502e-06 -8.2370683171575367e-05 5.0860497508833566e-05 0.00013880755315767601 2.7942787299094643e-05 -7.7685113501502209e-05 1.3450781501267968e-06 -5.2958195804735398e-07 0.00034301042611505615 -2.2587263093124708e-05 -1.7429722635521709e-05 -0.00022449187781603541 -0.00015587783848223765
leaf_weight=31 194 21 21 28 24 20 22 28 21 20 20 20 22 26 20 36 28 39 20 46 20 23 21 1344 876 21 38 30 20 21
leaf_count=31 194 21 21 28 24 20 22 28 21 20 20 20 22 26 20 36 28 39 20 46 20 23 21 1344 876 21 38 30 20 21
internal_value=0 5.55004e-07 2.01973e-06 -1.83677e-05 1.10789e-06 1.83563e-05 -8.85956e-07 -9.77302e-05 1.04938e-06 2.32971e-06 -4.41021e-06 -6.66026e-05 7.37981e-06 5.10099e-05 -1.24794e-05 2.32517e-06 -1.26995e-05 -4.27264e-05 -2.5779e-05 2.48749e-07 1.18464e-06 -5.15866e-05 4.58444e-08 7.27126e-07 -2.54208e-07 5.8109e-06 0.000107541 -9.23979e-06 -0.000100255 -4.1665e-06
internal_weight=0 3090 2868 222 2847 295 2552 50 2502 271 251 40 211 66 145 123 103 67 40 2481 2437 44 2417 2396 2350 1403 59 947 50 897
internal_count=3121 3090 2868 222 2847 295 2552 50 2502 271 251 40 211 66 145 123 103 67 40 2481 2437 44 2417 2396 2350 1403 59 947 50 897
is_linear=0
shrinkage=0.1


Tree=3359
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 132 13 15 15 133 133 33 9 3 400 43 43 1186 129 394 3 403 403 1210 1447 481 2 157 2 133 16
split_gain=9.30269e-06 0.000244226 0.000166912 3.81541e-05 1.00761e-05 2.00378e-05 1.86461e-05 1.51011e-05 9.6115e-06 1.18257e-05 7.95579e-06 9.33832e-06 2.4208e-05 8.66492e-06 3.53373e-05 1.05822e-05 9.76436e-06 2.09275e-05 1.11233e-05 1.19784e-05 0.000144355 4.47883e-05 2.56746e-05 1.96688e-05 4.82979e-05 2.96786e-05 0.000116678 8.50161e-05 3.9119e-05 4.45886e-05
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.41127499999999995 0.056795000000000005 -0.09551999999999998 0.083840000000000012 -0.012979999999999998 -0.017654999999999997 -0.009184999999999997 0.088235000000000022 -0.0043399999999999992 -0.080619999999999983 -0.03898999999999999 -0.072534999999999988 -0.089559999999999987 -0.082304999999999975 -0.13579999999999995 -0.085784999999999986 -0.5335399999999999 -0.54856499999999986 -0.13847499999999999 -0.086304999999999979 -0.085629999999999984 0.087505000000000013 -0.086244999999999988 0.087815000000000018 0.087985000000000022 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -6 -8 9 -9 -4 13 -13 14 15 -12 -15 -18 -19 20 -20 -21 -23 -22 -25 26 -26 -27 -28 -30
right_child=2 -3 10 -5 6 -7 7 8 -10 -11 11 12 -14 16 -16 -17 17 18 19 21 23 22 -24 24 25 27 28 -29 29 -31
leaf_value=-2.4340711793642684e-05 -0.0002758970611797519 0.00034413653019804599 -4.9789804465798359e-05 -0.00014547588461937268 -8.1301929200098158e-05 0.00011222407802484842 6.983861907039162e-05 -3.0702191982830609e-06 4.34374204633059e-05 -9.8975353903369982e-05 2.7454122512911757e-05 -8.8783679923319534e-06 0.00012358416643110104 -6.1570752124960276e-05 0.00013037528484710493 -6.9748588638114079e-05 9.1074206167832022e-05 -6.0398812063560337e-05 0.00026283360725342807 -0.00011050251382701577 -8.0866919139494992e-05 8.9546324209853381e-05 -3.7310675194724387e-06 0.00014262577269255418 -0.00025039231965950291 0.00019348841338936697 -2.3086514157843012e-05 6.5772466553569658e-06 -1.1919450596906246e-05 0.00018573705927424488
leaf_weight=22 22 21 31 20 31 21 28 36 20 20 24 37 22 26 25 21 25 31 22 39 27 30 1802 25 21 26 220 380 25 21
leaf_count=22 22 21 31 20 31 21 28 36 20 20 24 37 22 26 25 21 25 31 22 39 27 30 1802 25 21 26 220 380 25 21
internal_value=0 1.98739e-05 -1.49979e-06 -1.45175e-05 1.96882e-07 4.23537e-05 -1.32309e-05 7.05957e-06 -1.60696e-05 -3.73221e-05 5.96298e-07 1.14455e-06 4.05144e-05 3.11997e-07 3.50509e-05 -1.79071e-05 -5.82018e-07 6.58853e-09 -8.46424e-07 -1.46604e-07 1.03779e-05 -4.46103e-06 -2.2036e-06 2.92283e-06 6.0737e-06 1.14758e-06 -2.34661e-05 1.85469e-05 -5.55091e-06 7.8315e-05
internal_weight=0 219 2902 198 178 43 135 104 76 56 2880 2849 59 2790 70 45 2720 2694 2669 2638 767 1871 1832 745 718 693 287 406 266 46
internal_count=3121 219 2902 198 178 43 135 104 76 56 2880 2849 59 2790 70 45 2720 2694 2669 2638 767 1871 1832 745 718 693 287 406 266 46
is_linear=0
shrinkage=0.1


Tree=3360
num_leaves=31
num_cat=0
split_feature=401 15 52 131 52 4 130 40 52 52 3 42 401 133 1213 2 13 43 3 3 43 479 3 158 133 159 4 3 0 399
split_gain=8.37068e-06 9.35746e-06 3.30919e-05 5.26898e-05 2.24212e-05 2.00295e-05 1.26869e-05 1.65289e-05 1.4585e-05 3.14951e-05 8.67514e-05 5.13549e-05 3.11236e-05 0.000140828 6.00925e-05 2.46616e-05 2.32424e-05 2.97221e-05 5.57544e-05 5.28209e-05 3.95966e-05 2.80688e-05 3.17094e-05 5.98303e-05 2.58227e-05 4.07835e-05 4.92503e-05 3.53645e-05 2.72364e-05 2.27258e-05
threshold=0.13837000000000002 0.11728000000000001 0.51358000000000004 1.0000000180025095e-35 0.15116000000000002 -0.014149999999999998 -0.22562499999999999 -0.15892999999999999 0.091275000000000009 0.10160000000000001 -0.071329999999999991 0.088795000000000013 -1.0000000180025095e-35 0.26753000000000005 0.084010000000000015 0.089320000000000024 -0.097224999999999992 -0.082389999999999977 -0.082689999999999986 -0.096099999999999977 -0.080554999999999974 0.10061500000000002 0.097915000000000016 -0.46976499999999993 0.089200000000000015 -0.023324999999999995 -0.029144999999999997 -0.086224999999999982 -0.083554999999999977 0.091580000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1 -8 29 10 11 15 -11 14 16 -10 -14 18 19 -18 -19 22 23 -22 25 26 -25 -27 -29 -9
right_child=-2 2 -4 -5 -6 -7 7 8 9 12 -12 -13 13 -15 -16 -17 17 20 -20 -21 21 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-7.1805801533628255e-05 -6.2922306963065201e-05 3.6600625613421774e-05 0.00014089139894210911 -0.00014407472133825649 9.8634915068812138e-05 -6.5827984976099942e-05 8.6087090891272635e-05 1.1767641903031654e-06 -3.8506364372941406e-05 -9.3963785042837521e-05 -0.00025217192829586567 -0.00014663890786165292 5.4280704999986153e-05 0.00026211058881017382 -0.00015977942256722601 9.0965839937721732e-05 9.6311769580510883e-05 -0.00015596746624479157 0.00013774079599118393 -0.00010372783168956328 -0.00019598896081912578 9.1862916286283348e-05 7.681346458132164e-05 0.00017129482034563452 -0.00011009320509805953 -0.00015802979735623092 -8.5876303160148392e-06 -7.2286406688298102e-05 7.8368912467599992e-05 6.7429609610045651e-05
leaf_weight=25 21 60 21 20 35 28 22 2238 28 36 20 23 66 20 25 31 22 22 35 33 22 22 26 23 27 23 45 28 21 53
leaf_count=25 21 60 21 20 35 28 22 2238 28 36 20 23 66 20 25 31 22 22 35 33 22 22 26 23 27 23 45 28 21 53
internal_value=0 4.26242e-07 2.36726e-05 6.45861e-06 3.09356e-05 4.0097e-06 -8.72259e-07 -2.63073e-07 -9.20638e-07 -1.48279e-05 -6.5435e-05 -1.98894e-05 -4.4208e-06 2.58691e-06 -9.20962e-06 2.95214e-05 -1.39154e-07 -1.04306e-05 3.90752e-05 -2.3712e-05 -2.76334e-05 -1.57205e-05 -2.6729e-05 -4.0973e-05 -2.05517e-05 -3.283e-06 5.2255e-05 -5.57355e-05 -7.71984e-06 2.70946e-06
internal_weight=0 3100 164 143 123 88 2936 2911 2889 598 102 82 496 460 440 59 415 349 90 55 259 237 215 189 167 140 68 72 49 2291
internal_count=3121 3100 164 143 123 88 2936 2911 2889 598 102 82 496 460 440 59 415 349 90 55 259 237 215 189 167 140 68 72 49 2291
is_linear=0
shrinkage=0.1


Tree=3361
num_leaves=31
num_cat=0
split_feature=130 40 120 130 1204 1203 1186 1186 1186 12 129 394 1366 1211 1211 50 1186 2 43 393 130 130 403 2 402 1210 1210 1209 3 151
split_gain=9.78569e-06 2.00256e-05 1.34661e-05 1.13046e-05 1.05468e-05 1.98114e-05 9.68246e-06 2.51011e-05 6.86338e-05 4.5776e-05 1.82844e-05 2.61735e-05 9.89256e-06 9.6458e-06 2.77005e-05 2.98007e-05 2.12863e-05 2.03955e-05 3.57999e-05 1.78272e-05 2.32232e-05 1.70225e-05 1.0512e-05 4.87124e-05 2.24411e-05 2.05643e-05 1.21668e-05 1.20348e-05 1.34044e-05 5.90003e-05
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.14628999999999995 0.058775000000000008 -1.0000000180025095e-35 0.089315000000000019 0.062435000000000011 1.0000000180025095e-35 0.08598500000000002 -0.077709999999999987 -0.10421499999999999 -0.087024999999999977 0.087635000000000005 0.091735000000000011 0.096900000000000014 -0.10142499999999997 0.094565000000000024 -0.0017249999999999998 0.09389500000000002 -0.0062849999999999989 -0.015559999999999999 -0.5492149999999999 0.083715000000000026 0.2506000000000001 -0.094799999999999982 -0.085329999999999975 -0.087714999999999987 -0.087429999999999994 -0.52488999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 8 10 -9 -7 -12 -13 16 -15 17 -14 18 -16 20 21 -18 23 -22 25 -24 -27 -28 -29 -30
right_child=1 2 -4 4 -6 6 -8 9 -10 -11 11 12 13 14 15 -17 19 -19 -20 -21 22 -23 24 -25 -26 26 27 28 29 -31
leaf_value=6.4986891297651357e-05 -0.00010022288938216662 -6.6053218380637615e-05 7.8122047985247769e-05 9.1164902763315095e-05 -6.881916071341204e-05 -9.1541922401202941e-05 5.0099992327695393e-05 1.7232103835277518e-05 0.00018516544092562982 -0.00016741688203183005 9.6181712511419649e-05 6.4334886922986942e-05 -0.00010310012685728172 0.00012733104963031524 4.3214489668722918e-05 0.00011135324668776733 -1.9267721119941792e-05 5.3116289368167954e-05 -0.00011279079003303962 9.2032430102335639e-05 0.00016495311196194963 -0.00012995215098878061 8.1018845182067415e-05 -3.6525635490155155e-05 -9.4662418016993737e-05 -7.1684205817291514e-05 7.5687492353608847e-05 1.079995590763815e-05 -0.00015319025827314667 -4.2585753821411267e-06
leaf_weight=23 20 26 22 24 22 22 38 29 20 25 28 23 21 22 24 21 33 26 38 20 20 24 30 30 26 25 20 597 27 1795
leaf_count=23 20 26 22 24 22 22 38 29 20 25 28 23 21 22 24 21 33 26 38 20 20 24 30 30 26 25 20 597 27 1795
internal_value=0 -4.82466e-07 1.6562e-07 -3.95584e-07 1.67815e-07 6.72374e-07 -5.54484e-08 -7.02396e-07 5.58933e-07 -6.82535e-05 -7.26628e-07 -2.55977e-08 -9.80171e-07 -1.51688e-06 2.49757e-05 4.31688e-06 -2.81768e-06 -2.12259e-05 -5.24016e-05 -2.02209e-06 -2.73815e-06 -6.58717e-05 -1.33791e-06 4.40659e-05 -2.23878e-06 -1.27526e-06 -2.27722e-06 -1.56579e-06 -2.20451e-06 -6.46558e-06
internal_weight=0 3098 3078 3056 3030 3008 2984 2946 2892 54 2872 2850 2822 2799 131 109 2668 88 62 2647 2627 57 2570 50 2520 2494 2464 2439 2419 1822
internal_count=3121 3098 3078 3056 3030 3008 2984 2946 2892 54 2872 2850 2822 2799 131 109 2668 88 62 2647 2627 57 2570 50 2520 2494 2464 2439 2419 1822
is_linear=0
shrinkage=0.1


Tree=3362
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 131 130 43 13 130 4 4 42 43 11 33 402 1212 1213 12 1213 402 43 401 1212 12 3 133 1212 0 160
split_gain=9.14009e-06 3.90462e-05 2.07377e-05 1.73368e-05 9.95208e-06 1.68912e-05 1.81863e-05 8.98652e-06 0.00010085 4.26028e-05 2.82784e-05 1.85294e-05 1.45919e-05 1.23469e-05 2.08279e-05 1.00949e-05 1.22159e-05 1.15593e-05 6.9427e-05 3.44878e-05 1.16845e-05 5.70195e-05 1.76211e-05 1.2139e-05 8.1735e-05 3.13942e-05 5.24086e-05 3.35889e-05 3.20179e-05 2.71387e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.076979999999999979 0.09364500000000002 0.057265000000000003 0.24813000000000004 -0.23123999999999997 0.62931500000000018 0.055260000000000011 -0.12099999999999998 -0.48582499999999995 -0.011194999999999998 -0.009184999999999997 0.31278000000000006 0.15049500000000002 0.12389500000000002 0.095175000000000023 0.40950000000000003 -0.45015499999999992 0.05259500000000001 -1.0000000180025095e-35 0.087615000000000012 0.084595000000000017 -0.082689999999999986 -0.0081349999999999981 0.092360000000000012 -0.082284999999999983 -0.57146499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 8 -3 13 11 -9 -13 -10 -15 16 17 20 19 -19 21 -16 -22 29 -25 26 -26 -28 -27 -24
right_child=1 7 -4 -5 5 -7 -8 10 9 -11 -12 12 -14 14 15 -17 -18 18 -20 -21 22 -23 23 24 25 28 27 -29 -30 -31
leaf_value=5.1613867231715248e-05 0.00013736044984831271 0.00021984774371265389 -0.00011170844610949811 -8.3945625347378505e-05 -9.5888770857754938e-06 -6.5330213972349441e-05 9.4974119426859992e-05 6.5818067009461496e-05 7.2689487472151398e-05 -0.00010975312032054978 -0.00012102499901084231 -9.7933609989316517e-05 2.1416777672129685e-05 -8.8424891006210469e-05 5.8506867632483287e-05 7.2290926764253529e-05 -7.4989361815997176e-05 4.027264278288624e-05 0.00019516224805383466 -0.00011940984629854072 7.4004615453304726e-05 -0.00014516556020518175 0.00011534902817705491 -0.00021005896931109463 0.00013688104043081475 -0.00015379061792156705 -0.00012575722653764386 4.5224672605938935e-05 2.083245214981573e-05 1.1520509120115438e-06
leaf_weight=33 21 21 22 27 80 39 21 28 24 35 25 21 20 26 27 20 21 38 21 21 33 28 21 21 33 21 20 27 21 2305
leaf_count=33 21 21 22 27 80 39 21 28 24 35 25 21 20 26 27 20 21 38 21 21 33 28 21 21 33 21 20 27 21 2305
internal_value=0 1.49754e-06 -1.95558e-05 -9.41903e-06 2.21229e-06 -9.43237e-06 1.21519e-05 5.06186e-07 1.53297e-06 -1.26316e-07 -2.99041e-05 3.11066e-06 -3.97139e-05 1.28019e-06 6.46376e-07 1.51115e-06 9.78566e-07 1.58354e-06 3.90145e-05 -1.65635e-05 4.12454e-07 -4.51809e-05 1.41471e-06 4.44489e-07 -2.78347e-05 3.53176e-06 4.02874e-05 -2.75336e-05 -6.64791e-05 2.18306e-06
internal_weight=0 2899 222 200 173 140 101 2878 2784 2763 94 69 41 2728 2704 2678 2658 2637 80 59 2557 55 2502 2469 143 122 80 47 42 2326
internal_count=3121 2899 222 200 173 140 101 2878 2784 2763 94 69 41 2728 2704 2678 2658 2637 80 59 2557 55 2502 2469 143 122 80 47 42 2326
is_linear=0
shrinkage=0.1


Tree=3363
num_leaves=31
num_cat=0
split_feature=130 12 390 12 129 129 1186 130 394 1213 42 42 403 39 128 124 13 13 15 4 16 15 33 34 97 9 9 3 45 0
split_gain=1.31392e-05 2.22112e-05 9.13317e-06 2.67429e-05 1.08905e-05 1.2134e-05 1.69977e-05 6.45267e-05 2.56244e-05 1.11431e-05 2.5777e-05 0.000104835 6.63583e-05 1.30947e-05 1.30218e-05 1.73331e-05 1.3895e-05 3.49468e-05 4.97536e-05 2.77984e-05 1.66904e-05 1.65013e-05 1.49292e-05 2.62245e-05 8.2657e-05 4.25057e-05 1.77593e-05 1.49451e-05 1.93506e-05 1.89382e-05
threshold=-0.23647499999999996 0.23631000000000002 0.087590000000000015 0.088485000000000022 0.11424000000000001 0.10596500000000002 0.062435000000000011 -0.060079999999999988 0.11233000000000001 0.086260000000000017 0.090990000000000015 0.095185000000000006 -0.50388999999999984 -0.020804999999999994 0.11976500000000002 -0.11999499999999998 -0.40078499999999995 -0.17933499999999997 -0.079929999999999987 -0.059649999999999988 -0.08595499999999999 -0.26481999999999994 0.085305000000000006 -0.057544999999999992 -0.082154999999999992 0.091905000000000014 0.081890000000000004 0.14121000000000003 0.094030000000000016 -0.080689999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 8 -8 9 13 12 -12 -11 -2 15 -15 19 18 -18 -17 21 -21 23 24 -19 26 27 28 29 -25
right_child=1 -3 3 -5 -6 -7 7 -9 -10 10 11 -13 -14 14 -16 16 17 22 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-8.07928883295972e-05 -6.3013239112998635e-05 0.00010064288508560408 -3.3923923547263256e-05 0.00011246132109170924 -6.4120405349294077e-05 5.5823898181092541e-05 1.5466460678473359e-05 -0.00019608625672325227 0.00010761910578532314 -0.00016702221982995981 0.00026180333647062075 -3.3767681309958182e-05 3.3762441086754957e-05 -9.4881192890170499e-05 6.8977452331007665e-05 0.00013722624072605479 1.0417139748659048e-05 -3.4425196311435447e-05 -0.00020750955998664726 -2.2362676584937924e-05 -5.6112055062840227e-05 8.8084250432251385e-05 -7.3979555642316504e-05 6.0150395765067557e-06 0.00019200851115134098 -0.00012702148815151306 9.0714939720523292e-05 7.6850237527992254e-05 -0.00010040722815574555 -1.2405515918541689e-05
leaf_weight=20 35 22 24 26 27 38 46 21 22 20 20 30 93 20 26 21 22 38 20 24 27 31 28 1347 28 27 21 24 20 953
leaf_count=20 35 22 24 26 27 38 46 21 22 20 20 30 93 20 26 21 22 38 20 24 27 31 28 1347 28 27 21 24 20 953
internal_value=0 5.21084e-07 -1.94304e-07 4.21964e-05 -8.94052e-07 -3.25394e-07 -1.04526e-06 -5.08411e-05 1.06391e-07 -7.16315e-07 2.46779e-05 8.44607e-05 -1.77467e-06 -2.24259e-06 -1.44805e-06 -2.13876e-06 -1.43376e-06 -2.90066e-06 -9.33575e-05 3.45693e-05 8.27905e-06 3.98892e-05 -1.37243e-06 -5.45331e-07 6.16376e-05 -2.26108e-06 -8.36754e-07 -1.65697e-06 -2.46911e-06 -1.61748e-06
internal_weight=0 3101 3079 50 3029 3002 2964 67 2897 2875 163 50 113 2712 2677 2651 2631 2528 42 103 82 55 2486 2458 66 2392 2365 2344 2320 2300
internal_count=3121 3101 3079 50 3029 3002 2964 67 2897 2875 163 50 113 2712 2677 2651 2631 2528 42 103 82 55 2486 2458 66 2392 2365 2344 2320 2300
is_linear=0
shrinkage=0.1


Tree=3364
num_leaves=31
num_cat=0
split_feature=130 10 2 40 10 10 16 33 130 3 1186 1186 1186 12 1186 129 394 1132 376 31 40 2 16 48 48 48 1 457 150 49
split_gain=1.06427e-05 2.15954e-05 3.08775e-05 2.01771e-05 1.70198e-05 1.23855e-05 8.94145e-05 1.62697e-05 1.01776e-05 8.8175e-06 9.54193e-06 2.20544e-05 5.35393e-05 4.12471e-05 1.87683e-05 1.58907e-05 2.03324e-05 1.08989e-05 1.76243e-05 1.05028e-05 2.98483e-05 1.73789e-05 0.000156291 1.03556e-05 6.56711e-05 6.4842e-05 4.77182e-05 3.05988e-05 6.1079e-05 4.75763e-05
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 -0.11058499999999999 -0.011559999999999999 -0.056919999999999991 -1.0000000180025095e-35 -0.14628999999999995 0.51139500000000016 0.089315000000000019 0.062435000000000011 1.0000000180025095e-35 0.08598500000000002 0.097735000000000016 -0.077709999999999987 -0.10421499999999999 0.084470000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.082484999999999989 -1.0000000180025095e-35 -0.056919999999999991 0.087555000000000008 0.089670000000000014 0.086425000000000016 0.07863500000000001 0.032140000000000009 0.090480000000000019 -0.011279999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 -7 -9 10 11 12 15 -13 -12 -10 -17 18 -18 20 -20 22 -21 25 26 -23 -25 28 29 -26
right_child=1 3 -4 4 5 7 -8 8 9 -11 14 13 -14 -15 -16 16 17 -19 19 21 -22 23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-7.2713593835942449e-05 -1.2127569477472986e-05 -9.8181315566069397e-05 0.00016148784139659257 8.7815243750810631e-05 -0.00017122007931768033 7.6220680167742629e-05 0.00010390680437835511 -6.1482148238509472e-05 -8.5611578023500365e-05 6.3266563649284026e-05 0.00011671895146719181 1.7036788415646667e-05 0.00016324168886058034 -0.00016519988486201644 -2.0278414303902537e-05 8.3006727772013184e-05 -7.6706761929897546e-05 6.8931473784191033e-05 3.2172197478801191e-05 0.0002386896272885982 -0.00013852539399522359 -2.2345290458209115e-06 -0.00012610346922251072 3.2071643663980268e-05 -9.0835380390618574e-05 -0.00017880716879430805 0.00024327338771399807 -6.9826235994696623e-05 0.00014037527335775932 1.5838800110377007e-05
leaf_weight=20 21 21 20 22 27 28 21 27 22 22 20 27 20 23 20 29 31 22 21 24 20 2156 23 23 51 21 20 54 33 232
leaf_count=20 21 21 20 22 27 28 21 27 22 22 20 27 20 23 20 29 31 22 21 24 20 2156 23 23 51 21 20 54 33 232
internal_value=0 4.68965e-07 7.25629e-05 -4.96999e-07 1.78016e-07 -4.61036e-07 -5.08521e-05 3.53639e-07 -3.68659e-07 1.97595e-07 -2.82183e-07 -9.62441e-07 2.12249e-07 -6.67921e-05 4.82203e-05 -9.59782e-07 -2.85021e-07 -1.16948e-06 -1.73878e-06 -8.70962e-07 -5.10949e-05 -9.00811e-08 6.01739e-05 -1.18367e-06 1.33339e-05 -3.9378e-06 0.000130305 -2.60096e-07 1.16278e-05 -3.38517e-06
internal_weight=0 3101 41 3060 3039 3017 48 2969 2941 2914 2892 2852 2802 50 40 2782 2760 2731 2709 2678 41 2637 47 2590 413 2177 43 370 316 283
internal_count=3121 3101 41 3060 3039 3017 48 2969 2941 2914 2892 2852 2802 50 40 2782 2760 2731 2709 2678 41 2637 47 2590 413 2177 43 370 316 283
is_linear=0
shrinkage=0.1


Tree=3365
num_leaves=31
num_cat=0
split_feature=130 15 33 40 4 11 2 1 13 39 31 106 390 133 0 52 4 2 1186 130 132 50 1185 399 399 1185 43 130 393 403
split_gain=8.62062e-06 2.08218e-05 1.63793e-05 1.52409e-05 2.55262e-05 2.56958e-05 1.39375e-05 0.000176754 5.57665e-05 1.79197e-05 1.99303e-05 1.93417e-05 9.63165e-06 1.65218e-05 1.02247e-05 1.87778e-05 1.28773e-05 3.4838e-05 1.22308e-05 3.53304e-05 2.3998e-05 0.00035832 0.000261579 2.41049e-05 3.34015e-05 1.81223e-05 3.62522e-05 1.32786e-05 3.82067e-05 1.17463e-05
threshold=-0.23647499999999996 -0.56020999999999987 -0.009184999999999997 -0.24290999999999999 0.6227450000000001 -1.0000000180025095e-35 -0.0050599999999999994 0.094220000000000012 -1.0000000180025095e-35 0.089790000000000023 -1.0000000180025095e-35 1.0000000180025095e-35 0.087590000000000015 -0.089569999999999983 0.13134000000000004 0.095415000000000014 -0.50940999999999981 0.09580000000000001 0.057025000000000006 -0.011824999999999999 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.091895000000000018 0.11011000000000001 0.085905000000000009 -0.011694999999999999 -0.005069999999999999 0.09389500000000002 0.085340000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 -7 9 10 -9 -11 14 -14 16 -16 17 -8 20 29 21 23 -22 -18 -25 27 -27 28 -24 -20
right_child=1 2 3 4 -6 6 12 8 -10 11 -12 -13 13 -15 15 -17 18 -19 19 -21 22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=-6.5442249469924713e-05 7.7115930076355921e-05 -7.7996898997096455e-05 -8.6771908536320558e-05 -0.0001077690174456207 9.4179879469548139e-05 0.0003064198416541331 -0.00012785103317582979 -1.5744706141286654e-06 -0.00014143533814974405 -9.5655957128428792e-05 0.00012869300917373039 4.3418611912784403e-05 0.0001070644409992383 -1.4151371104399794e-05 -2.7063188076098391e-06 0.0001128367080210327 7.6005161222277571e-06 3.4559994965093211e-05 -4.0510983706640434e-05 -0.00013777386570291129 -0.00036321214945928665 0.00043418869121524038 -9.3016789216971105e-05 -0.00017263274866309076 1.0128106523552561e-05 -2.2892856516894733e-05 0.00015482425898715685 5.037297292992176e-08 6.561471673194319e-05 6.5257464780188459e-05
leaf_weight=20 35 27 20 22 29 20 28 23 27 20 24 20 22 23 39 22 129 25 21 25 20 20 49 20 20 24 22 2282 22 21
leaf_count=20 35 27 20 22 29 20 28 23 27 20 24 20 22 23 39 22 129 25 21 25 20 20 49 20 20 24 22 2282 22 21
internal_value=0 4.22082e-07 -4.53419e-07 2.35517e-07 8.11916e-07 -9.366e-08 7.04473e-07 3.22188e-05 -1.58867e-05 2.30767e-05 6.49451e-05 -2.61187e-05 -7.85618e-07 4.51097e-05 -1.52613e-06 3.89649e-05 -2.43154e-06 -5.12421e-05 -1.46445e-06 -4.36518e-05 -3.80651e-07 3.39373e-05 -3.06196e-06 -1.34297e-05 -8.12523e-05 -5.94592e-08 6.21023e-05 -1.27469e-06 -4.38634e-05 1.23732e-05
internal_weight=0 3101 3066 3039 3019 2990 2968 134 114 87 47 40 2834 45 2789 61 2728 53 2675 67 2608 189 2419 169 40 2399 46 2353 71 42
internal_count=3121 3101 3066 3039 3019 2990 2968 134 114 87 47 40 2834 45 2789 61 2728 53 2675 67 2608 189 2419 169 40 2399 46 2353 71 42
is_linear=0
shrinkage=0.1


Tree=3366
num_leaves=31
num_cat=0
split_feature=132 1185 50 393 40 130 12 12 142 11 1 147 147 483 12 12 1429 16 16 51 12 12 13 52 402 12 0 0 52 0
split_gain=1.08822e-05 4.84493e-05 1.96995e-05 1.88182e-05 8.56273e-06 2.94909e-05 2.492e-05 1.41288e-05 2.38173e-05 3.46521e-05 1.36905e-05 1.28822e-05 3.01401e-05 1.94762e-05 1.71269e-05 8.97501e-05 4.1805e-05 3.88414e-05 0.000135312 7.61732e-05 3.52013e-05 0.000100156 4.09769e-05 7.09082e-05 3.38416e-05 2.98406e-05 2.41259e-05 3.12733e-05 3.56146e-05 2.50951e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.09227500000000001 0.10483000000000002 -0.24620999999999996 -0.22699999999999995 0.14786000000000002 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 0.15471500000000002 0.099730000000000027 0.093875000000000014 -0.47181499999999993 0.094375000000000014 0.094070000000000015 -0.067934999999999982 0.26676500000000009 0.083160000000000026 -0.020969999999999996 0.096475000000000019 0.096990000000000007 -0.066634999999999986 0.11277500000000001 -0.45015499999999992 0.098150000000000015 -0.075934999999999989 -0.068189999999999987 0.10263500000000002 -0.052984999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -6 7 8 -7 -10 11 12 13 -11 15 -15 -16 18 20 -19 22 -22 23 -18 -23 -26 -27 -28 29 -29
right_child=1 4 -4 -5 5 6 -8 -9 9 10 -12 -13 -14 14 16 -17 17 19 -20 -21 21 24 -24 -25 25 26 27 28 -30 -31
leaf_value=2.8437690263168211e-06 0.00015297464255820074 6.5734134486774572e-05 -9.5279601702068548e-05 -9.0220154243070288e-05 -0.00011525982746124182 0.00010420471117785465 8.8715739968847637e-05 -8.3783083828166123e-05 -0.00012525912334240274 8.6218211489958108e-05 -7.4449120378024733e-05 6.5505581615950853e-05 -0.00010647409031802315 2.9619875734621322e-06 -0.00013841561740264298 0.00021075284700297441 8.34600029493766e-05 1.8394170213772064e-06 -0.00025502190245182044 0.00019063869154846403 0.00021811255466586558 -0.00013399099058005958 -0.00014835785170102362 -0.00013360598975311775 0.00011526314803545358 -4.5071463503491301e-05 0.0001006891115892878 -3.4418602191853215e-05 -0.00010069595947901815 0.00011175672073780637
leaf_weight=166 21 20 31 25 22 22 32 20 22 27 24 31 26 2045 26 21 34 120 24 26 21 20 35 27 21 101 35 23 29 24
leaf_count=166 21 20 31 25 22 22 32 20 22 27 24 31 26 2045 26 21 34 120 24 26 21 20 35 27 21 101 35 23 29 24
internal_value=0 1.63404e-06 -2.13383e-05 -9.33737e-06 5.29752e-07 7.34577e-08 9.68145e-07 -3.32544e-08 5.68397e-07 -2.57092e-07 7.46574e-07 1.41104e-06 6.71031e-07 1.71871e-06 8.51882e-07 5.07409e-06 -1.45599e-05 -8.59651e-06 -2.49225e-05 3.54612e-05 -9.99709e-06 8.2603e-06 -6.21067e-05 -1.26184e-05 -9.15827e-06 1.55699e-06 -9.70636e-06 2.24727e-05 -1.3548e-05 4.02241e-05
internal_weight=0 2899 222 191 2878 2858 2836 2804 2784 2762 2740 2716 2685 2659 2632 2066 566 540 394 146 370 274 96 61 253 233 212 111 76 47
internal_count=3121 2899 222 191 2878 2858 2836 2804 2784 2762 2740 2716 2685 2659 2632 2066 566 540 394 146 370 274 96 61 253 233 212 111 76 47
is_linear=0
shrinkage=0.1


Tree=3367
num_leaves=31
num_cat=0
split_feature=130 40 120 10 0 15 0 33 3 1426 1426 156 156 1374 16 156 11 3 3 0 124 2 3 15 157 157 45 43 51 133
split_gain=1.01182e-05 1.40746e-05 1.16601e-05 1.00771e-05 5.54556e-05 4.33573e-05 3.05257e-05 1.54762e-05 9.43322e-06 9.06886e-06 1.46429e-05 1.19034e-05 4.43709e-05 4.24811e-05 0.000118988 5.18755e-05 3.32786e-05 3.91766e-05 2.57781e-05 2.13509e-05 1.68716e-05 1.60296e-05 3.03986e-05 2.21449e-05 4.51586e-05 3.72974e-05 1.44525e-05 1.34579e-05 5.82227e-05 6.861e-05
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.011559999999999999 -0.10224499999999999 -0.10091499999999999 -0.072594999999999979 -1.0000000180025095e-35 0.51139500000000016 -0.10090499999999998 -0.052649999999999995 0.087720000000000006 0.087380000000000013 0.088035000000000016 -0.08947999999999999 0.086765000000000023 0.088215000000000002 -0.10831999999999999 -0.085854999999999987 -0.084509999999999988 -0.062639999999999987 0.10444500000000002 0.11658 -0.026084999999999994 -0.081889999999999991 -0.022224999999999998 0.094030000000000016 0.084740000000000024 0.035765000000000012 -0.41317499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -5 9 -9 -11 12 13 15 -15 26 17 -13 19 -19 -20 23 -23 25 -25 -22 27 -12 -29 -30
right_child=1 2 -4 7 5 6 -8 8 -10 10 11 16 -14 14 -16 -17 -18 18 20 -21 21 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=6.6081681878764044e-05 -8.4107882562420863e-05 -0.00016095736669376494 7.2593531248540711e-05 7.5981153114062854e-05 0.00010739003184175216 -0.00014213150050636613 1.5355414529949484e-05 6.4928589528703712e-05 6.8365129591256847e-05 -6.3529660228350379e-05 1.8632874734221832e-06 -0.00010165274622428616 -0.00012764238858835599 -4.1153300626319835e-05 0.00026502964835592799 -0.00015944803474537498 0.00012665882835650476 2.1648617694154384e-05 9.4481702676603162e-05 0.00016776808610302399 0.00015749945494481684 -0.00010601137064975989 4.7012325237682533e-05 -0.00011265581220692594 4.9042791012582782e-05 5.3614412758090517e-07 -7.1775889202775752e-05 -1.0613298135550312e-06 -2.2002651927654038e-06 -0.00025194553168561969
leaf_weight=23 20 25 22 27 29 20 32 21 20 37 2146 29 28 30 22 21 26 20 20 20 24 34 21 31 39 41 29 220 22 22
leaf_count=23 20 25 22 27 29 20 32 21 20 37 2146 29 28 30 22 21 26 20 20 20 24 34 21 31 39 41 29 220 22 22
internal_value=0 -4.90595e-07 5.2727e-08 -4.69491e-07 -3.0763e-05 9.42042e-06 -4.52165e-05 6.19022e-07 -7.7104e-08 -5.48632e-07 -1.02574e-06 -2.12858e-07 -2.4543e-06 -1.05889e-06 8.83856e-05 -2.94959e-06 1.84536e-05 8.36996e-06 2.11326e-05 9.47084e-05 7.11816e-06 -2.078e-06 -4.75841e-05 1.64615e-05 -2.25666e-05 5.84918e-05 -1.60213e-06 -7.57712e-07 -2.20633e-05 -0.000127073
internal_weight=0 3098 3078 3056 106 81 52 2950 2923 2903 2882 2845 2540 2512 52 2460 305 279 250 40 210 190 55 135 70 65 2439 2410 264 44
internal_count=3121 3098 3078 3056 106 81 52 2950 2923 2903 2882 2845 2540 2512 52 2460 305 279 250 40 210 190 55 135 70 65 2439 2410 264 44
is_linear=0
shrinkage=0.1


Tree=3368
num_leaves=31
num_cat=0
split_feature=421 9 33 13 9 147 448 1371 150 16 0 16 1375 1375 1447 403 154 151 15 151 3 15 52 3 3 13 15 13 1 1
split_gain=8.57911e-06 2.11146e-05 3.4439e-05 3.02225e-05 1.59816e-05 1.16769e-05 2.49928e-05 1.13335e-05 1.51169e-05 2.33624e-05 1.89943e-05 1.24413e-05 0.000158809 0.00013143 3.97149e-05 4.1652e-05 3.73251e-05 3.9485e-05 7.02074e-05 3.01977e-05 2.75479e-05 8.58018e-05 2.68492e-05 2.71572e-05 5.11337e-05 6.19365e-05 8.6032e-05 0.00015585 7.55609e-05 4.25109e-05
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.012019999999999998 -0.0075049999999999987 0.087755000000000014 0.097985000000000017 1.0000000180025095e-35 0.086910000000000015 0.12026500000000001 -0.071854999999999988 -0.26343999999999995 -0.011734999999999997 -0.15308499999999997 -0.15308499999999997 -0.085684999999999997 -0.42244999999999994 1.0000000180025095e-35 -0.096264999999999976 -0.016799999999999995 -0.50641499999999995 -0.16726499999999997 -0.040439999999999997 0.5140450000000002 -0.076969999999999997 0.0051600000000000005 -0.039649999999999998 -0.053579999999999996 -0.076384999999999995 0.10557500000000002 0.11690500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 8 10 -10 -4 12 -12 -13 -15 -16 17 18 -17 -14 21 -21 23 -19 25 26 -25 -28 -27 -30
right_child=1 3 4 -5 -6 -7 -8 -9 9 -11 11 13 19 14 15 16 -18 22 -20 20 -22 -23 -24 24 -26 28 27 -29 29 -31
leaf_value=-6.5284511183563164e-05 -0.00011746866480098106 -4.8786069964990029e-06 9.4810721081254692e-05 0.00016004640169740015 8.9479781909176392e-05 -5.5290495631772122e-05 0.00010433437419123948 6.083739746827633e-05 1.3498390304718028e-05 -0.00011687207861541538 0.00027783647783508059 -0.00026313170546927723 -0.00011262906643779667 9.6015414027007009e-05 -0.00015100002012331972 -3.2876651091230872e-05 0.00012998694968700876 -1.8639797914753823e-06 0.00019768146343994886 -6.4527888062002598e-05 7.5270458850963964e-07 0.00022488333370780482 7.428310180009302e-05 -3.7585984449833637e-05 8.1186849424991833e-06 4.1381981052786808e-05 -5.0852663813808853e-05 -0.00041933364713755012 -0.00023270900572242684 -2.6527266600169243e-05
leaf_weight=20 25 25 21 20 20 38 23 30 27 28 21 20 23 38 20 28 20 525 25 20 1696 21 34 50 144 73 24 22 20 20
leaf_count=20 25 25 21 20 20 38 23 30 27 28 21 20 23 38 20 28 20 525 25 20 1696 21 34 50 144 73 24 22 20 20
internal_value=0 4.21064e-07 -5.8025e-07 6.84214e-05 3.83858e-07 -2.07945e-07 4.96104e-07 -3.13483e-07 -9.41745e-07 -5.2872e-05 5.5171e-08 -6.44501e-07 4.46529e-06 -9.20568e-06 -4.33653e-06 -8.13093e-06 -5.23004e-06 -8.03246e-06 7.58772e-05 1.20347e-06 2.71075e-06 8.37071e-05 -1.29088e-05 -1.62852e-05 -3.77333e-05 -6.93251e-05 -0.000128386 -0.000227083 -1.9149e-05 -0.000129618
internal_weight=0 3101 3056 45 3031 3011 2973 2950 2920 55 2865 2844 1781 1063 1043 1005 985 965 53 1760 1737 41 912 878 353 209 96 46 113 40
internal_count=3121 3101 3056 45 3031 3011 2973 2950 2920 55 2865 2844 1781 1063 1043 1005 985 965 53 1760 1737 41 912 878 353 209 96 46 113 40
is_linear=0
shrinkage=0.1


Tree=3369
num_leaves=31
num_cat=0
split_feature=151 151 142 11 33 9 16 2 4 0 40 1373 1 1446 1373 457 457 457 150 150 479 481 4 481 484 0 484 48 0 160
split_gain=9.08528e-06 1.07605e-05 2.2178e-05 2.73283e-05 1.14315e-05 1.56889e-05 3.81627e-05 1.16526e-05 5.72838e-05 8.63993e-05 6.14203e-05 1.08044e-05 1.8148e-05 1.46057e-05 2.68629e-05 4.11376e-05 2.23787e-05 3.79332e-05 1.93442e-05 1.66507e-05 1.41026e-05 2.0841e-05 3.049e-05 1.83383e-05 0.000137072 6.87644e-05 1.40061e-05 4.54671e-05 3.20989e-05 2.73726e-05
threshold=0.29373000000000005 0.13340000000000005 -0.057499999999999989 -0.014494999999999999 -0.044254999999999996 0.088235000000000022 -0.059624999999999991 -0.0050599999999999994 0.053180000000000012 -0.066089999999999996 -0.07632499999999999 0.08789000000000001 0.09697500000000002 -0.09143999999999998 1.0000000180025095e-35 0.31508000000000008 0.11612500000000002 0.098180000000000003 0.12068000000000002 0.11156000000000001 0.10713500000000002 -0.15689499999999998 -0.010655 -0.086484999999999992 -0.081614999999999979 -0.086729999999999988 -0.093244999999999981 0.085130000000000025 -0.089604999999999976 0.18017500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 8 9 -6 -10 13 -13 -9 15 16 17 18 19 20 21 22 -15 24 25 -23 27 28 -25 -30
right_child=-2 -3 3 4 5 6 -8 11 10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=9.7884620639809375e-05 6.2617988505339975e-05 -6.7164407399407852e-05 -0.00011173286766279489 7.5477601276361392e-05 0.00025065393325032504 9.2285954648301614e-06 -0.00015955223246973696 -7.7449831587728118e-05 8.1654674067976893e-05 -5.1499811947465909e-06 -0.0001534585608605994 1.3190155997025695e-05 -0.00011677515209330956 -0.00015867698086367455 8.7952098703161557e-05 -0.00012080333157687815 9.925144703352683e-05 -0.00013701607123948635 8.5432152674777041e-05 -8.2556641882547413e-05 6.3275007879484398e-05 7.6313480843964512e-05 1.59367969899904e-05 -0.00010491090052666898 0.00026560563973838556 -0.00016066244764563939 -1.7634234382539841e-06 0.00016684418653659081 9.8819928398875671e-05 -1.816854695789516e-05
leaf_weight=23 23 24 22 20 23 37 21 24 20 31 25 22 21 20 35 28 23 20 27 24 36 25 20 21 21 24 2359 21 36 45
leaf_count=23 23 24 22 20 23 37 21 24 20 31 25 22 21 20 35 28 23 20 27 24 36 25 20 21 21 24 2359 21 36 45
internal_value=0 -4.64884e-07 5.58673e-08 -6.81616e-07 1.24963e-07 -3.75885e-07 -5.18817e-05 6.36428e-07 3.43638e-05 0.000103804 -4.89638e-05 -5.34334e-07 -5.02813e-05 2.27189e-07 8.96578e-07 -2.11401e-07 1.02907e-06 1.92055e-07 1.21638e-06 3.58978e-07 1.1162e-06 2.52882e-07 -7.13701e-05 1.3755e-06 5.18522e-05 -3.97564e-05 -4.80999e-08 3.28499e-05 5.26278e-06 3.38263e-05
internal_weight=0 3098 3074 3051 3029 3009 58 2951 99 54 45 2852 43 2809 2785 2750 2722 2699 2679 2652 2628 2592 40 2552 70 49 2482 123 102 81
internal_count=3121 3098 3074 3051 3029 3009 58 2951 99 54 45 2852 43 2809 2785 2750 2722 2699 2679 2652 2628 2592 40 2552 70 49 2482 123 102 81
is_linear=0
shrinkage=0.1


Tree=3370
num_leaves=31
num_cat=0
split_feature=421 147 147 1348 150 148 0 40 130 42 40 0 45 11 33 2 1 13 97 40 447 1426 151 4 1 133 3 1429 1429 4
split_gain=9.00734e-06 1.95741e-05 2.09601e-05 2.32267e-05 1.40664e-05 1.29372e-05 1.04168e-05 1.009e-05 1.84799e-05 1.11091e-05 1.02308e-05 2.34867e-05 1.38308e-05 5.93288e-05 2.06028e-05 1.24765e-05 0.000115104 5.53887e-05 2.82363e-05 2.07745e-05 1.44105e-05 1.59634e-05 1.38445e-05 6.4762e-05 6.50657e-05 3.29113e-05 1.89566e-05 4.92482e-05 7.97383e-05 4.5991e-05
threshold=-1.0000000180025095e-35 0.11252000000000001 0.097985000000000017 0.089175000000000018 -0.15178999999999995 1.0000000180025095e-35 -0.26343999999999995 -0.24452499999999996 -0.22699999999999995 0.15021500000000002 0.051255000000000002 -0.073309999999999986 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 -0.0050599999999999994 0.094220000000000012 -0.004174999999999999 -0.082154999999999992 -0.076644999999999977 0.089395000000000016 -0.094284999999999994 0.056735000000000001 0.033845000000000007 0.091535000000000019 0.085815000000000016 -0.082234999999999989 0.052280000000000007 0.086095000000000019 -0.50940999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 -9 10 12 -12 13 -10 -15 16 -16 18 -18 -20 21 -17 26 24 25 -24 -23 29 -29 -28
right_child=1 -3 -4 -5 5 -7 7 8 9 -11 11 -13 -14 14 15 20 17 -19 19 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-6.6894029605464307e-05 7.6020485782161507e-05 9.9041510229653791e-05 -9.746749049306593e-05 0.0001052973973076275 7.1673726361041196e-05 -7.3967896484343024e-05 6.833273984652589e-05 -9.7028236432379351e-05 0.00017195386808452895 6.3272012199309691e-05 6.6658549362078441e-06 -0.00012710503908151406 -7.2938485440177976e-05 -8.949711574622108e-05 0.00025028050248693034 8.2254147424543563e-05 -4.9938602654340984e-05 -0.00016149721879628488 4.5717582080132247e-06 0.00013910437479959609 -7.1570609838216053e-05 6.3859230899060884e-06 -8.1007540415157576e-05 -0.00012255464340948189 0.00017770718924501645 8.4744597931959385e-05 -0.00013510515413212558 -0.00025917306396877393 -3.1246107667384697e-05 -3.1555891947674791e-06
leaf_weight=20 24 20 22 21 20 24 21 20 20 27 35 21 26 26 20 23 30 20 22 24 29 1169 25 21 35 23 27 20 66 1220
leaf_count=20 24 20 22 21 20 24 21 20 20 27 35 21 26 26 20 23 30 20 22 24 29 1169 25 21 35 23 27 20 66 1220
internal_value=0 4.31428e-07 -2.0869e-07 4.90785e-07 -2.33684e-07 -8.40884e-07 -2.53912e-07 -7.38273e-07 -1.23013e-06 -5.75996e-07 -1.17003e-06 -4.34982e-05 -3.37153e-07 3.32221e-07 -8.93647e-07 -6.31896e-08 3.20396e-05 -1.34273e-05 2.55385e-05 7.47627e-05 -1.46421e-06 -6.90883e-07 -1.42294e-06 3.43273e-05 7.40203e-05 -1.58464e-06 -2.90896e-06 -1.10603e-05 -8.42524e-05 -6.01256e-06
internal_weight=0 3101 3081 3059 3038 3014 2990 2970 2949 2929 2902 56 2846 2820 2800 2774 116 96 76 46 2658 2629 2606 104 83 48 2502 1333 86 1247
internal_count=3121 3101 3081 3059 3038 3014 2990 2970 2949 2929 2902 56 2846 2820 2800 2774 116 96 76 46 2658 2629 2606 104 83 48 2502 1333 86 1247
is_linear=0
shrinkage=0.1


Tree=3371
num_leaves=31
num_cat=0
split_feature=130 121 154 474 157 475 1456 471 471 484 1455 158 484 475 1375 484 2 43 16 43 1456 0 1420 156 1455 157 12 1425 1453 480
split_gain=9.74342e-06 1.43383e-05 1.13252e-05 2.27156e-05 2.14873e-05 1.94049e-05 2.15223e-05 3.12341e-05 1.77194e-05 1.68719e-05 1.35966e-05 1.35663e-05 1.32504e-05 7.47911e-05 5.02306e-05 3.64904e-05 3.13895e-05 4.64888e-05 5.58068e-05 2.75586e-05 2.70937e-05 3.82147e-05 2.59851e-05 2.01055e-05 1.94721e-05 1.51626e-05 6.818e-05 2.24337e-05 1.88606e-05 4.51042e-05
threshold=-0.23123999999999997 -0.094339999999999993 0.084190000000000001 -0.26322499999999993 0.23903500000000003 -0.10664 0.11510000000000002 0.094575000000000006 0.089900000000000022 0.18587500000000004 -0.058554999999999989 -0.47356499999999996 0.085845000000000019 -0.085734999999999992 -0.062154999999999995 0.085515000000000022 0.11067500000000001 -0.082144999999999982 -0.0057949999999999989 -0.013024999999999998 -0.090954999999999994 -0.084674999999999986 -0.08341999999999998 -0.0011799999999999998 -0.089344999999999994 -0.37163499999999994 0.092355000000000007 0.089180000000000009 -0.079499999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 8 9 11 -11 -7 15 -14 -15 20 17 18 -16 -18 21 -13 -22 -24 -25 26 -26 28 29 -27
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 -12 12 13 14 16 -17 19 -19 -20 -21 22 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=6.4846356579674542e-05 -8.2831292682039066e-05 -8.4289717881347323e-05 6.5799869592480649e-05 -7.9142815335334521e-05 8.4618429385348778e-05 7.7037202556865582e-05 7.5161565459175598e-05 -0.00011665809035311332 8.2519655720366596e-05 -0.00011497155469639795 -3.6786977857229345e-06 3.1245148285826739e-06 0.0001937791493179722 -0.00014281587223411493 1.9819285565366351e-05 -0.00013675576890818776 -0.00013031926247012134 5.1089451327849625e-06 0.00023780241269734056 1.101343073674503e-05 9.2790685230284011e-05 -0.00017673943498049908 -8.5097700814783052e-05 9.1702066777582769e-05 8.1200618060393035e-05 -3.5715450524419013e-05 -0.00016438658195301497 0.00010086889894658023 -1.7837182357721838e-06 0.00017411847858966214
leaf_weight=23 21 32 26 31 30 23 38 23 26 23 21 27 23 21 24 20 22 96 23 37 30 21 28 23 20 21 26 22 2300 20
leaf_count=23 21 32 26 31 30 23 38 23 26 23 21 27 23 21 24 20 22 96 23 37 30 21 28 23 20 21 26 22 2300 20
internal_value=0 -4.81432e-07 8.05919e-08 -4.79454e-07 4.08896e-07 -4.36299e-07 3.8855e-07 -5.84524e-07 3.37013e-07 -4.07239e-07 -6.18545e-05 5.49138e-07 -7.82602e-08 2.20888e-05 4.38079e-06 -2.21004e-06 1.96834e-05 4.5004e-05 0.000126492 -4.16869e-05 -1.14979e-06 -7.5566e-05 2.8474e-07 -8.43381e-07 1.26652e-07 -7.47667e-07 -5.76095e-05 3.59251e-07 -5.85308e-07 6.66426e-05
internal_weight=0 3098 3077 3051 3019 2989 2958 2920 2897 2871 44 2827 2804 246 223 2558 202 143 47 59 2538 48 2490 2460 2432 2409 46 2363 2341 41
internal_count=3121 3098 3077 3051 3019 2989 2958 2920 2897 2871 44 2827 2804 246 223 2558 202 143 47 59 2538 48 2490 2460 2432 2409 46 2363 2341 41
is_linear=0
shrinkage=0.1


Tree=3372
num_leaves=31
num_cat=0
split_feature=14 142 16 11 11 0 33 9 10 97 9 123 2 147 147 13 12 13 13 2 13 52 16 15 13 160 13 43 12 3
split_gain=9.00928e-06 4.51955e-05 3.87927e-05 2.83611e-05 2.55323e-05 5.26372e-05 1.0882e-05 1.32492e-05 2.97195e-05 1.09312e-05 2.4324e-05 1.0525e-05 1.62601e-05 1.20513e-05 2.3792e-05 1.31424e-05 5.93551e-05 5.93957e-05 5.98543e-05 4.96156e-05 4.34817e-05 4.4271e-05 6.63019e-05 0.000134036 3.38186e-05 9.66894e-05 4.14636e-05 4.91015e-05 3.37361e-05 3.11137e-05
threshold=0.078235000000000013 -0.057499999999999989 -0.5335399999999999 -0.014494999999999999 0.082245000000000013 -0.15350499999999997 -0.018454999999999996 0.088235000000000022 -1.0000000180025095e-35 -0.086464999999999986 -0.090659999999999977 -0.078164999999999998 -0.080614999999999978 0.099730000000000027 0.093875000000000014 -0.089109999999999981 0.092465000000000006 -0.091559999999999989 -0.093219999999999983 0.08622500000000001 -0.095304999999999987 0.086635000000000004 -0.16927999999999996 -0.13843999999999998 -0.088069999999999996 -0.022194999999999996 -0.087404999999999997 -0.081154999999999991 0.095175000000000023 -0.080734999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 -4 -5 9 -9 -8 -11 -12 -13 14 15 16 17 18 20 -19 21 22 23 -14 25 -17 27 -26 -18 -23
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leaf_value=0.00014374466167778752 -0.00015403470610181105 -0.00011323270158424169 -6.1588456386137602e-05 6.9244259129450458e-05 -8.3523251329176647e-05 0.00014574480021838099 -6.7536133982408188e-05 -0.0001322239260692489 1.4026037384114304e-05 0.00010642511593191144 -7.1416787723137541e-05 8.16733893880155e-05 6.8863168356377478e-06 6.5946305195601398e-05 -9.7103143401909618e-05 -8.1068382132798444e-05 0.00017744298216712195 -0.00024503430685895598 9.2540183868550233e-05 -4.731970572417292e-05 -0.00014902340897543614 0.00012909632023365704 -7.9272939920452999e-06 -0.00034363655435299735 6.6172651879076688e-06 0.00018957816400595195 3.8114045454307191e-06 -0.00020987666299333797 2.501815439043914e-05 -7.6543631177805882e-06
leaf_weight=22 20 22 24 23 23 25 23 24 33 22 20 25 24 28 25 22 20 22 44 30 29 28 114 20 22 33 2240 20 53 41
leaf_count=22 20 22 24 23 23 25 23 24 33 22 20 25 24 28 25 22 20 22 44 30 29 28 114 20 22 33 2240 20 53 41
internal_value=0 9.3636e-07 -3.08286e-05 -1.08463e-07 3.39531e-06 4.41938e-05 7.25284e-07 1.93232e-07 -4.75529e-05 1.13008e-06 1.67807e-06 8.72324e-07 1.3814e-06 6.6833e-07 1.2505e-08 8.91539e-07 -1.52841e-05 -3.23027e-05 -1.52007e-05 -0.000130968 -3.37187e-05 -1.89881e-05 -4.8172e-05 -0.000152442 3.83319e-06 8.13195e-05 1.96564e-06 -9.64751e-05 6.67784e-05 4.78387e-05
internal_weight=0 3029 92 3007 72 49 2985 2962 57 2905 2882 2860 2840 2815 2787 2762 425 352 300 52 256 227 158 44 2337 55 2282 42 73 69
internal_count=3121 3029 92 3007 72 49 2985 2962 57 2905 2882 2860 2840 2815 2787 2762 425 352 300 52 256 227 158 44 2337 55 2282 42 73 69
is_linear=0
shrinkage=0.1


Tree=3373
num_leaves=31
num_cat=0
split_feature=421 9 10 1 2 13 149 2 34 4 4 4 43 2 1456 4 50 4 42 158 16 4 151 151 0 151 0 2 0 0
split_gain=1.06294e-05 1.85297e-05 3.7639e-05 7.03914e-05 2.88577e-05 2.88279e-05 1.29612e-05 1.15181e-05 1.18857e-05 1.04848e-05 0.000123851 8.43328e-05 3.72661e-05 3.90964e-05 2.94321e-05 6.32603e-05 3.05766e-05 4.10466e-05 8.1654e-05 3.92814e-05 2.32351e-05 2.40252e-05 3.89779e-05 4.76681e-05 2.2525e-05 2.75674e-05 4.31283e-05 2.96257e-05 4.17739e-05 4.96963e-05
threshold=-1.0000000180025095e-35 0.092890000000000014 0.053330000000000009 0.11829500000000003 -0.090999999999999984 -0.0075049999999999987 0.10022500000000002 -0.033169999999999991 -0.085114999999999982 0.056795000000000005 0.053180000000000012 0.04735000000000001 -0.24021999999999996 0.25063000000000007 -0.080549999999999983 0.058735000000000009 -0.096124999999999988 0.08184000000000001 0.088295000000000012 0.10584500000000001 -0.18708499999999997 0.033845000000000007 0.056735000000000001 0.087340000000000015 1.0000000180025095e-35 -0.080284999999999981 -0.23091999999999999 0.13913500000000004 -0.13455999999999999 -0.15090499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -3 7 -6 -9 10 11 20 -11 14 -14 -16 -17 18 -18 24 -10 22 -22 -24 25 -19 -27 28 29 -28
right_child=1 5 3 -5 6 -7 -8 8 9 12 -12 -13 13 -15 15 16 17 19 -20 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-7.2668001594138344e-05 0.00010011399762929772 -7.4180035880999641e-06 -0.00023026130485959584 2.8952570706182582e-05 -7.3339468300608656e-05 0.00015365689447207842 -7.4902758739841852e-05 7.5946861527752073e-05 -7.9315559885703577e-05 0.0001371366241152788 -0.00019794657728198218 0.00019067417530965508 -8.5589557320104342e-05 -0.00012660365332738452 0.0001923143658495974 -7.1796762843338765e-05 0.00022663232565929114 5.9127444189719184e-05 -2.9156363628620358e-05 0.00014448105139308609 -2.0896480935851665e-06 -0.00010956993046420394 0.00020226109895702394 2.5059430894514898e-05 8.7128472750919178e-05 -0.00015266225259851624 1.2219042649276827e-05 -7.7062538039172069e-05 -1.8205998513091495e-05 0.0001985259711959357
leaf_weight=20 29 25 20 22 21 20 23 21 38 23 32 23 29 21 20 41 26 55 24 20 2134 20 20 63 28 22 41 50 168 22
leaf_count=20 29 25 20 22 21 20 23 21 38 23 32 23 29 21 20 41 26 55 24 20 2134 20 20 63 28 22 41 50 168 22
internal_value=0 4.68672e-07 -4.69351e-07 -9.44826e-05 8.40721e-07 6.41708e-05 -1.23743e-07 4.56918e-07 9.83855e-07 4.44738e-07 -2.57061e-06 1.50032e-07 1.23528e-05 7.29102e-06 1.24408e-05 1.79396e-05 1.09225e-05 1.836e-05 0.000103854 7.83122e-06 -1.77615e-06 -4.58981e-07 5.2533e-07 6.77586e-05 7.50919e-07 -6.00487e-06 -1.78276e-05 -7.27111e-06 7.83526e-06 7.72786e-05
internal_weight=0 3101 3056 42 3014 45 2985 2962 2941 2920 2330 2298 590 567 546 517 497 456 50 406 2275 2237 2217 83 386 358 303 281 231 63
internal_count=3121 3101 3056 42 3014 45 2985 2962 2941 2920 2330 2298 590 567 546 517 497 456 50 406 2275 2237 2217 83 386 358 303 281 231 63
is_linear=0
shrinkage=0.1


Tree=3374
num_leaves=31
num_cat=0
split_feature=421 9 10 43 2 11 9 2 4 40 149 147 1 447 1426 0 448 447 1365 132 1186 393 15 131 131 131 1428 153 376 13
split_gain=8.60981e-06 1.50091e-05 3.04876e-05 6.68691e-05 2.40662e-05 2.39814e-05 1.40661e-05 1.31324e-05 8.61155e-05 0.000106349 1.03956e-05 1.10787e-05 4.72971e-05 2.93933e-05 1.15511e-05 9.64875e-06 1.14584e-05 1.03586e-05 1.03321e-05 1.07629e-05 0.000282937 0.000142975 2.32556e-05 1.07159e-05 5.74022e-05 4.50315e-05 2.44645e-05 2.5857e-05 1.95431e-05 1.88186e-05
threshold=-1.0000000180025095e-35 0.092890000000000014 0.053330000000000009 -0.076834999999999987 -0.15339499999999998 -1.0000000180025095e-35 0.086220000000000005 -0.0050599999999999994 0.053180000000000012 -0.08416499999999999 0.10022500000000002 0.095485000000000014 0.10781 0.089395000000000016 -0.094284999999999994 -0.26343999999999995 -0.083689999999999987 1.0000000180025095e-35 0.087370000000000017 -0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.087685000000000013 0.090690000000000007 0.089415000000000008 0.088495000000000004 -0.071779999999999997 0.08351500000000002 -0.083489999999999981 -0.077799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -3 -2 7 8 9 -7 11 13 -13 14 -9 -16 -17 18 19 20 22 23 -18 24 25 26 -21 28 -28 -25
right_child=1 4 3 -5 -6 6 -8 10 -10 -11 -12 12 -14 -15 15 16 17 -19 -20 21 -22 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=-6.5401193460274946e-05 0.00010031909503140924 -7.6560174202313655e-06 4.1144967846256418e-05 -0.00021121366887763587 0.00013951597393315751 -2.2561573478881095e-05 -7.7944198805514895e-05 7.1059236095448881e-05 -9.803551332040046e-05 0.00029964541419303715 -6.7412498458946615e-05 0.00015838275846493031 -4.9189892350746646e-05 -8.9233864653923213e-05 6.5860593630614781e-05 -5.5903057501701693e-05 -2.1818304370518943e-07 6.6949583766551739e-05 6.3541227194946267e-05 -0.00010306356189175858 0.00036879431274774977 -0.00026917227241938238 -8.7080059235561822e-05 5.4839863658564141e-05 -0.00013027289102735397 0.00013801282949988609 -9.2383960388057559e-05 0.00010631766024082689 -1.6042111048325409e-06 9.8216074765276119e-07
leaf_weight=20 24 25 21 21 20 21 23 23 26 20 23 21 23 37 22 37 147 23 25 24 21 20 39 91 35 23 24 22 1994 226
leaf_count=20 24 25 21 21 20 21 23 23 26 20 23 21 23 37 22 37 147 23 25 24 21 20 39 91 35 23 24 22 1994 226
internal_value=0 4.21807e-07 -4.22413e-07 -8.50344e-05 5.77538e-05 7.56652e-07 -4.25119e-08 5.61377e-07 4.43312e-05 0.000134613 -4.49857e-07 8.54715e-08 4.98789e-05 -6.87882e-07 4.83864e-07 -1.01507e-07 -6.29012e-07 1.2454e-07 -4.46614e-07 -1.04665e-06 2.08526e-05 -2.89014e-06 -1.84312e-05 -7.06605e-07 -3.26852e-06 -1.1386e-06 -2.68922e-06 -1.50834e-06 -2.68385e-06 1.64429e-05
internal_weight=0 3101 3056 42 45 3014 2990 2967 67 41 2900 2877 44 2833 2796 2773 2751 2714 2691 2666 207 2459 186 2439 2122 2087 2064 2040 2018 317
internal_count=3121 3101 3056 42 45 3014 2990 2967 67 41 2900 2877 44 2833 2796 2773 2751 2714 2691 2666 207 2459 186 2439 2122 2087 2064 2040 2018 317
is_linear=0
shrinkage=0.1


Tree=3375
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 1204 131 15 16 130 2 45 10 1 0 11 1 1 43 43 47 1 1 2 16 1 2 16 0 448 15
split_gain=9.40924e-06 4.52751e-05 2.03916e-05 1.92668e-05 9.25336e-06 1.14785e-05 2.82698e-05 1.93664e-05 1.80056e-05 1.29536e-05 8.90264e-06 9.34961e-06 5.75345e-05 2.10725e-05 2.00409e-05 1.15241e-05 1.34212e-05 2.40818e-05 3.91615e-05 1.96125e-05 1.79324e-05 2.97232e-05 2.82928e-05 1.84023e-05 1.77562e-05 6.30963e-05 4.72582e-05 7.25709e-05 4.07928e-05 2.43549e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.08725999999999999 -0.076979999999999979 0.084905000000000022 -0.090054999999999982 0.087100000000000025 0.085485000000000019 -1.0000000180025095e-35 -0.011559999999999999 0.093400000000000025 -0.098289999999999975 -1.0000000180025095e-35 0.15471500000000002 0.11669000000000002 -0.077824999999999991 -0.072864999999999985 0.09055500000000001 0.12811000000000003 0.13968000000000003 0.12198500000000001 -0.069894999999999985 0.10920500000000001 0.11682500000000001 -0.071854999999999988 -0.14001499999999997 1.0000000180025095e-35 -0.079249999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -7 9 -9 -3 12 -12 -14 -13 16 24 19 -19 -18 22 23 -20 -22 28 26 27 -26 -16 -28
right_child=1 10 -4 -5 5 6 -8 8 -10 -11 11 14 13 -15 15 -17 17 18 20 -21 21 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=6.6439027823435022e-05 0.00014781843735060346 -6.2917778640522482e-05 -0.00011122202300942843 -8.8355228540927384e-05 4.634131425215553e-05 -6.4254615150777442e-05 -0.00011732696864328319 4.9344594602492488e-05 0.00011028922724238198 -5.6887793404960328e-05 -0.0001766927583265074 0.00010186390489252517 8.4967404138296858e-05 -2.1595766949960509e-05 3.998459536349484e-07 -6.7593689474657978e-05 4.002122853723856e-05 -0.00012321421610457558 6.1747139053685325e-06 0.00015825460883206688 -0.00010543451294974408 6.6224585260407867e-05 0.00014389000477352127 8.2365820558968555e-07 0.00019440862099872903 -0.00015338084404527979 3.2081705770300079e-05 -6.115698080520815e-05 0.00012637174121874314 -0.0001014937448370545
leaf_weight=20 21 22 22 27 33 29 24 24 21 22 21 20 25 72 2274 24 47 21 35 20 28 39 26 39 25 34 21 20 26 39
leaf_count=20 21 22 22 27 33 29 24 24 21 22 21 20 25 72 2274 24 47 21 35 20 28 39 26 39 25 34 21 20 26 39
internal_value=0 1.51943e-06 -1.98417e-05 -9.78983e-06 2.47182e-06 -5.8899e-06 -2.02535e-05 4.01488e-06 3.35644e-05 -1.4622e-06 4.51926e-07 9.40068e-07 -2.66208e-05 5.86897e-06 2.12786e-06 1.39397e-06 2.00856e-06 2.38375e-05 5.49187e-06 7.53148e-05 2.16765e-05 -3.18193e-06 6.4873e-05 -4.35827e-05 -2.73677e-07 -3.49814e-05 3.35748e-06 8.08239e-05 1.82388e-06 -5.47423e-05
internal_weight=0 2899 222 200 173 153 120 96 67 46 2878 2856 118 97 2738 2718 2694 255 188 67 167 106 61 67 2439 139 105 45 2300 60
internal_count=3121 2899 222 200 173 153 120 96 67 46 2878 2856 118 97 2738 2718 2694 255 188 67 167 106 61 67 2439 139 105 45 2300 60
is_linear=0
shrinkage=0.1


Tree=3376
num_leaves=31
num_cat=0
split_feature=448 447 447 1426 147 147 447 448 0 12 130 10 0 15 13 34 97 9 2 45 13 4 15 52 4 3 13 4 12 0
split_gain=9.29197e-06 2.53487e-05 1.34339e-05 9.42228e-06 9.68676e-06 2.44354e-05 1.23432e-05 1.13916e-05 1.54824e-05 1.01056e-05 2.01429e-05 1.29254e-05 6.35606e-05 5.06788e-05 2.70912e-05 1.75343e-05 7.25947e-05 1.76868e-05 2.8634e-05 1.6637e-05 1.24057e-05 6.08121e-05 9.36331e-05 1.88763e-05 4.89217e-05 8.11334e-05 0.000147124 6.0589e-05 4.37817e-05 3.79935e-05
threshold=0.068920000000000023 0.094005000000000019 0.089395000000000016 -0.094284999999999994 0.090115000000000015 0.099730000000000027 0.083875000000000019 -0.083359999999999976 -0.24955499999999997 0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.10091499999999999 -0.07692499999999998 -0.057544999999999992 -0.079444999999999988 0.088235000000000022 -0.045829999999999989 0.094030000000000016 -0.17933499999999997 -0.15289999999999995 -0.059484999999999989 0.091275000000000009 -0.081224999999999978 -0.085384999999999975 -0.033284999999999988 -0.079329999999999984 0.083985000000000018 -0.079459999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5 -9 10 -10 12 -12 -14 -15 16 -13 18 -17 20 21 -20 -23 -22 25 28 -27 -26 -25 -30
right_child=-2 -3 -4 4 5 -7 -8 8 9 -11 11 15 13 14 -16 17 -18 -19 19 -21 23 22 -24 24 27 26 -28 -29 29 -31
leaf_value=6.4046322523094918e-05 -6.7942695204692432e-05 8.8980356622414547e-05 -5.7342530502554416e-05 -7.5400860041554565e-05 -0.0001238168820020205 3.0629337270511318e-05 6.4282655948773019e-05 7.5701215946874422e-05 8.9499220557627275e-05 -6.9493762428118354e-05 -0.00019536390405846759 -3.0340690032712052e-05 0.00010626783949192032 8.1399338184312976e-06 -0.00014456985386676111 0.00011405027278008427 0.0002084869735699613 -6.8271218680437362e-05 0.00012476162926759572 -8.7108112810793429e-05 6.6389782879644597e-06 -1.2990418098445884e-05 -0.00025872723126667551 -0.0001117600176561003 0.00013757120156848639 -0.0003793216729536653 -1.5437104651937261e-05 -8.9617109905475453e-06 -3.0819242016624905e-05 0.00015763680883537745
leaf_weight=23 20 32 41 20 21 20 30 27 25 21 20 35 30 26 21 22 20 38 20 22 1881 69 20 24 30 20 25 475 23 20
leaf_count=23 20 32 41 20 21 20 30 27 25 21 20 35 30 26 21 22 20 38 20 22 1881 69 20 24 30 20 25 475 23 20
internal_value=0 4.38207e-07 -4.85009e-07 2.84859e-07 -2.03166e-07 -4.84773e-05 4.64593e-07 -1.87943e-07 3.28275e-07 -3.76633e-07 1.29807e-07 -6.56618e-07 -3.65317e-05 4.72346e-06 -6.00921e-05 6.11559e-07 5.65057e-05 -5.31683e-07 4.3931e-07 -5.1141e-07 2.19364e-07 -3.28041e-05 -6.82122e-05 1.66034e-06 -1.35176e-05 -7.33099e-05 -0.000177164 -2.56785e-07 -3.55742e-06 5.68347e-05
internal_weight=0 3101 3069 3028 3005 41 2964 2934 2914 2887 2866 2841 97 77 47 2744 55 2689 2651 2629 2607 109 89 2498 617 112 45 505 67 43
internal_count=3121 3101 3069 3028 3005 41 2964 2934 2914 2887 2866 2841 97 77 47 2744 55 2689 2651 2629 2607 109 89 2498 617 112 45 505 67 43
is_linear=0
shrinkage=0.1


Tree=3377
num_leaves=31
num_cat=0
split_feature=130 10 2 10 16 34 9 33 0 1456 159 1456 12 133 403 2 403 402 42 132 159 154 157 12 12 43 13 0 12 133
split_gain=9.34582e-06 2.56945e-05 3.02397e-05 1.56058e-05 6.43667e-05 8.82521e-05 1.37876e-05 7.64543e-05 4.87638e-05 8.37946e-06 2.14739e-05 9.96098e-06 5.9749e-05 0.000160206 1.72018e-05 7.52302e-05 3.11212e-05 2.24979e-05 1.59709e-05 1.43322e-05 1.42798e-05 1.26314e-05 1.76155e-05 1.29454e-05 4.09685e-05 6.3052e-05 0.00016216 5.22304e-05 4.04886e-05 2.96362e-05
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.011559999999999999 -0.056919999999999991 -0.078549999999999995 0.092235000000000011 -1.0000000180025095e-35 -0.0058249999999999994 0.11772000000000001 0.097495000000000012 0.086175000000000015 0.083715000000000026 0.10995500000000001 -0.54448499999999989 0.089885000000000007 -0.5335399999999999 0.23460000000000003 0.15021500000000002 0.31127000000000005 -0.082194999999999976 0.084190000000000001 0.63604500000000008 0.099815000000000015 0.096525000000000014 0.055925000000000009 -0.069964999999999986 -0.073309999999999986 0.10097500000000002 0.26753000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 7 -5 -8 11 -11 14 -13 20 15 -9 -16 18 19 21 -14 22 23 24 29 26 -26 -28 -25 -18
right_child=1 3 -4 6 -6 -7 8 9 -10 10 -12 12 13 -15 16 -17 17 -19 -20 -21 -22 -23 -24 28 25 -27 27 -29 -30 -31
leaf_value=-6.8139298309688454e-05 -4.7327613737295565e-06 3.9491209317930048e-06 0.00016708012350136414 0.00018292741936064608 6.7793502603308303e-05 -0.00027787869650637732 -0.00016882351774029304 -0.00014199922022978877 4.9357144096228739e-05 -0.00011883532128194931 2.7704545900633096e-05 -8.1706101630313953e-05 -4.8739604676484308e-05 0.00032077452120574893 0.00011375285118144045 9.9894113518530502e-05 6.1233193204811078e-07 -9.319903195389019e-05 8.5126416194146839e-05 8.3896956186890758e-05 4.0396840826937614e-05 7.4371901593456817e-05 -9.5208745333366098e-05 -0.00015406667281197208 -0.00017462862797401613 0.00018113301517704743 -1.5179558415018785e-05 0.00017665031098658803 -1.0388052576654262e-05 -6.5555935273420944e-05
leaf_weight=20 21 25 20 23 30 20 20 36 21 20 20 36 32 20 24 20 2051 26 22 20 41 22 20 21 30 31 22 40 297 70
leaf_count=20 21 25 20 23 30 20 20 36 21 20 20 36 32 20 24 20 2051 26 22 20 41 22 20 21 30 31 22 40 297 70
internal_value=0 4.39463e-07 7.90784e-05 -6.14196e-07 -4.56672e-05 -0.000121308 5.1779e-07 1.31983e-06 -5.70724e-05 -1.10153e-07 -4.55654e-05 5.2095e-07 2.76796e-05 7.00225e-05 -7.52114e-07 -5.56087e-05 3.87342e-07 -6.30911e-07 2.78677e-07 -4.32699e-07 1.32333e-06 -1.08039e-06 -1.72329e-06 -9.935e-07 1.6824e-06 5.77913e-05 1.62305e-05 0.000108582 -1.98763e-05 -1.57144e-06
internal_weight=0 3101 41 3060 75 45 2985 2944 41 2921 40 2881 129 93 2752 56 2696 2672 2646 2624 73 2604 2582 2562 2244 123 92 62 318 2121
internal_count=3121 3101 41 3060 75 45 2985 2944 41 2921 40 2881 129 93 2752 56 2696 2672 2646 2624 73 2604 2582 2562 2244 123 92 62 318 2121
is_linear=0
shrinkage=0.1


Tree=3378
num_leaves=31
num_cat=0
split_feature=33 34 9 1 1213 132 1203 1185 50 1 121 50 133 0 474 1420 1429 1429 1456 1452 1452 1456 13 3 1456 484 159 158 482 1455
split_gain=1.08395e-05 9.45648e-06 2.05545e-05 3.6447e-05 8.50968e-06 8.84863e-06 0.000265877 0.000139017 5.81052e-05 9.92812e-06 3.24102e-05 1.01968e-05 3.7489e-05 5.45961e-05 1.70552e-05 1.70598e-05 2.64736e-05 1.21527e-05 1.80774e-05 1.18661e-05 2.24863e-05 1.54858e-05 6.65436e-05 0.000116485 5.65999e-05 4.32816e-05 1.87329e-05 2.26016e-05 1.73526e-05 1.57363e-05
threshold=-0.009184999999999997 -0.112215 0.088235000000000022 0.11866500000000001 0.51370000000000016 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.16540500000000002 -0.094339999999999993 -0.099524999999999988 0.090665000000000009 -0.067094999999999988 -0.26322499999999993 1.0000000180025095e-35 0.11181500000000001 0.092020000000000005 0.12676500000000004 0.11769000000000002 0.096800000000000011 0.086175000000000015 -0.085744999999999988 -0.085784999999999986 0.090155000000000013 -0.083649999999999988 -0.47215999999999997 -0.46695499999999995 0.11117500000000001 0.090900000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 8 -7 -3 10 -9 12 13 -12 -13 16 17 18 19 20 21 26 24 -24 -23 -25 -16 -28 29 -29
right_child=1 2 3 -5 -6 7 -8 9 -10 -11 11 14 -14 -15 15 -17 -18 -19 -20 -21 -22 22 23 25 -26 -27 27 28 -30 -31
leaf_value=-5.8837659969046195e-05 -6.4738119677217181e-05 1.062720210829239e-06 0.00016929321263887688 -2.7915093596675433e-06 6.4996450528269638e-05 -0.00025234040050153535 0.00035709185900660015 -0.00012425631669300079 -0.00017891501360281839 6.694426392021507e-05 -0.00010004147980258235 -7.3348258212035944e-05 0.00011748367752421902 7.1998803730074977e-05 7.9009285249851709e-05 8.4025697166604607e-05 -9.9175487391928776e-05 6.7102640254974928e-05 -9.273830066723306e-05 7.7149785756773791e-05 -8.4818830897171623e-05 4.6997122167933577e-05 0.00028202160030322496 -0.00010426938657474238 -0.00018302164030501445 9.3096834229072572e-05 -0.00010050103775701364 -2.9639764489663689e-06 6.800458656168e-05 6.9954226977036655e-05
leaf_weight=31 22 174 20 32 20 22 21 21 20 22 35 32 34 39 29 24 27 27 21 20 31 23 23 20 20 25 23 2197 36 30
leaf_count=31 22 174 20 32 20 22 21 21 20 22 35 32 34 39 29 24 27 27 21 20 31 23 23 20 20 25 23 2197 36 30
internal_value=0 5.90273e-07 1.05873e-06 6.33949e-05 -1.60327e-08 -4.50028e-07 1.90955e-05 -1.9611e-06 -1.74917e-05 3.5398e-08 -5.02415e-07 4.54445e-07 3.05643e-05 -9.3716e-06 -7.92437e-07 1.08878e-07 -6.80308e-07 3.72907e-07 -3.48351e-07 4.34931e-07 -1.89529e-07 8.91885e-07 3.73787e-05 9.8949e-05 -5.99883e-05 5.37851e-06 -8.57589e-07 -1.87077e-06 -8.68345e-07 -1.98169e-06
internal_weight=0 3090 3068 52 3016 2996 215 2781 194 2759 2737 2716 108 74 2608 2576 2552 2525 2498 2477 2457 2426 111 68 43 45 2315 2286 2263 2227
internal_count=3121 3090 3068 52 3016 2996 215 2781 194 2759 2737 2716 108 74 2608 2576 2552 2525 2498 2477 2457 2426 111 68 43 45 2315 2286 2263 2227
is_linear=0
shrinkage=0.1


Tree=3379
num_leaves=31
num_cat=0
split_feature=33 132 1185 1203 1208 2 12 403 1213 402 1210 1209 43 1209 1213 47 47 9 3 47 1425 1429 156 47 1429 157 47 52 475 157
split_gain=8.77997e-06 9.10443e-06 5.25894e-05 2.47636e-05 8.84328e-06 5.69046e-05 9.0707e-05 1.7581e-05 7.86841e-05 2.16725e-05 1.24676e-05 1.0972e-05 4.51637e-05 3.17483e-05 1.09978e-05 1.133e-05 8.15613e-05 4.22799e-05 8.72989e-05 1.64614e-05 1.33572e-05 1.88621e-05 4.92224e-05 2.12998e-05 1.88015e-05 1.752e-05 1.70721e-05 1.76887e-05 2.71104e-05 2.02905e-05
threshold=-0.009184999999999997 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.098655000000000007 0.09358000000000001 0.093765000000000015 -0.5335399999999999 0.04198000000000001 0.23460000000000003 -0.094799999999999982 -0.084519999999999984 -0.0047449999999999992 -0.065739999999999979 0.51258500000000007 0.094160000000000008 0.096850000000000006 0.087755000000000014 -0.13309499999999996 0.091210000000000013 0.10129000000000002 -0.069929999999999978 0.087610000000000007 0.088555000000000009 -0.011139999999999999 -0.019454999999999997 0.078875000000000015 -0.55692499999999978 -0.085734999999999992 -0.087424999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 7 6 -6 8 -4 10 -9 12 -12 -13 15 17 -17 19 -19 20 21 22 -15 24 -23 -24 27 28 -26 -29
right_child=1 2 4 -5 5 -7 -8 9 -10 -11 11 13 -14 14 -16 16 -18 18 -20 -21 -22 23 25 -25 26 -27 -28 29 -30 -31
leaf_value=-5.2953893511233134e-05 -6.5510493107158487e-06 0.00015970948803615536 -3.1538395327319249e-05 -0.00010873541816383499 3.0847163047198482e-05 9.9852831252584512e-05 -0.00025750698456249665 7.3182853581480839e-05 0.00021081385119552061 -9.2108874407131235e-05 -4.2177442023868157e-05 -0.00011966903881660654 0.00016129264432493073 0.00014665824571913561 7.3041340649416235e-05 0.00020409318213255161 3.8300307843711686e-06 5.6322277202486043e-05 -0.00020262887129016843 9.0428625335334806e-05 -7.0609071634761573e-05 -8.6850655148737138e-05 -6.6279235235405015e-05 -9.9560729524290019e-05 -6.9919689849484714e-06 5.0155881126556778e-05 6.13131951508371e-05 -4.9893731150849247e-05 0.0001478701309679309 -2.2764615706634045e-07
leaf_weight=31 195 21 37 27 24 21 20 24 21 25 24 22 20 31 21 22 269 23 30 20 27 25 28 22 26 24 45 86 20 1890
leaf_count=31 195 21 37 27 24 21 20 24 21 25 24 22 20 31 21 22 269 23 30 20 27 25 28 22 26 24 45 86 20 1890
internal_value=0 5.31259e-07 2.04146e-06 -1.89789e-05 8.7847e-07 -3.55831e-05 -0.000100223 1.73037e-06 5.62098e-05 5.70386e-07 1.42885e-06 7.85071e-07 5.0309e-05 -4.31508e-08 9.65577e-07 3.80727e-07 1.89702e-05 -1.97432e-06 -9.02538e-05 1.10716e-07 -7.01496e-07 1.57633e-07 4.69196e-05 -1.67834e-06 -6.48983e-07 -1.254e-05 3.93611e-07 -9.62167e-07 6.03394e-05 -2.38923e-06
internal_weight=0 3090 2868 222 2847 65 44 2782 58 2724 2699 2675 44 2631 2609 2588 291 2297 53 2244 2224 2197 83 2114 2092 52 2067 2022 46 1976
internal_count=3121 3090 2868 222 2847 65 44 2782 58 2724 2699 2675 44 2631 2609 2588 291 2297 53 2244 2224 2197 83 2114 2092 52 2067 2022 46 1976
is_linear=0
shrinkage=0.1


Tree=3380
num_leaves=31
num_cat=0
split_feature=367 39 1 12 1 142 11 33 9 16 148 147 447 153 473 471 155 52 447 132 1186 1185 1203 0 130 4 1204 474 2 474
split_gain=8.27115e-06 1.68972e-05 2.06015e-05 1.78331e-05 5.38013e-05 2.357e-05 2.87119e-05 2.76496e-05 1.51934e-05 0.000188507 1.50689e-05 2.48884e-05 2.69928e-05 1.65648e-05 1.82205e-05 2.00538e-05 1.53632e-05 1.3281e-05 1.29926e-05 1.2723e-05 0.000250324 0.000128479 2.30027e-05 1.33569e-05 2.91389e-05 1.75269e-05 1.32839e-05 1.10236e-05 2.9934e-05 2.66563e-05
threshold=-1.0000000180025095e-35 -0.020804999999999994 0.16540500000000002 0.12757000000000002 0.13075500000000004 -0.057499999999999989 -1.0000000180025095e-35 -0.012019999999999998 0.085555000000000006 -0.056919999999999991 0.099425000000000013 0.097985000000000017 0.09290000000000001 0.086100000000000024 -0.072684999999999986 -0.085064999999999988 0.14547000000000002 1.0000000180025095e-35 0.089395000000000016 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.087075000000000014 -0.073309999999999986 0.10923000000000001 1.0000000180025095e-35 -0.0030749999999999996 -0.090834999999999985 0.091895000000000018 -0.025244999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 17 -3 -7 -8 10 -10 11 12 13 14 -9 -16 18 -5 19 20 22 -21 23 24 25 26 -17 28 -23 -29
right_child=1 2 -4 4 -6 6 7 8 9 -11 -12 -13 -14 -15 15 16 -18 -19 -20 21 -22 27 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=4.6369354111830993e-05 -7.6544006207831413e-05 0.00010886350009968737 9.4435128709807514e-05 5.8040789235747075e-05 -0.00018919008863818479 -0.00011387585478091337 -0.00011088762985309586 9.1163409590742299e-05 -8.094057764636189e-05 0.00030011226757778789 7.9518762625715081e-05 -0.00011121291221570574 0.00011106957390438765 -9.0815654984908179e-05 -9.5297178433446057e-05 1.9346713037521115e-05 8.7884943641256539e-05 -3.972584622026647e-05 -6.7848748130927561e-05 -0.00024185709732013161 0.00036010638283187293 3.2218470104536125e-05 -0.00010485478352014373 7.0751213681195745e-05 -0.00011644114860948983 9.1889363977229338e-05 -6.7697664929221871e-05 0.00011135499062220333 -0.00013469659852922806 7.7266088193063733e-07
leaf_weight=38 29 20 23 24 20 22 22 22 37 20 24 20 22 20 22 50 20 33 28 22 20 22 24 23 22 21 27 22 21 2381
leaf_count=38 29 20 23 24 20 22 22 22 37 20 24 20 22 20 22 50 20 33 28 22 20 22 24 23 22 21 27 22 21 2381
internal_value=0 -5.7153e-07 1.49885e-07 -5.65576e-07 -4.8075e-05 6.72822e-07 -6.46743e-08 7.95163e-07 1.64534e-06 5.27622e-05 6.16872e-07 -5.7263e-08 7.39837e-07 -1.37378e-07 5.22821e-07 -2.08956e-07 5.64977e-07 1.43905e-06 -8.59363e-08 6.287e-07 2.57773e-05 -1.27681e-06 -1.42621e-05 9.42294e-07 -1.24377e-05 1.091e-05 -1.11753e-05 8.87037e-07 -4.92982e-05 1.78507e-06
internal_weight=0 3083 3054 3031 77 2954 2934 2912 2890 57 2833 2809 2789 2767 2747 2725 2703 57 2683 2655 187 2468 167 143 120 98 77 2446 43 2403
internal_count=3121 3083 3054 3031 77 2954 2934 2912 2890 57 2833 2809 2789 2767 2747 2725 2703 57 2683 2655 187 2468 167 143 120 98 77 2446 43 2403
is_linear=0
shrinkage=0.1


Tree=3381
num_leaves=31
num_cat=0
split_feature=130 1 13 15 1 52 13 12 14 2 10 10 9 148 49 147 148 12 12 133 156 12 12 42 403 12 2 16 4 1
split_gain=8.83739e-06 1.47386e-05 9.20325e-06 1.644e-05 1.69698e-05 1.47204e-05 1.41034e-05 5.88559e-05 1.27209e-05 5.07597e-05 1.96354e-05 2.90253e-05 1.89161e-05 1.12217e-05 2.31182e-05 1.80695e-05 2.42405e-05 1.10232e-05 7.18189e-05 0.000162729 5.67663e-05 4.74332e-05 9.47781e-05 8.58626e-05 7.25163e-05 6.83538e-05 0.000146415 7.21735e-05 6.67238e-05 4.99375e-05
threshold=-0.23123999999999997 0.16540500000000002 -0.40078499999999995 -0.083359999999999976 0.14000500000000002 -0.061194999999999992 -0.17933499999999997 0.088305000000000008 0.083150000000000016 0.087995000000000004 0.11485500000000001 0.053330000000000009 0.08925000000000001 1.0000000180025095e-35 -0.026779999999999995 0.095485000000000014 -0.098399999999999974 0.090165000000000009 0.089570000000000025 1.0000000180025095e-35 -0.087794999999999998 0.091715000000000005 0.091930000000000012 0.091545000000000015 -0.077589999999999978 0.090840000000000018 0.089005000000000015 -0.080029999999999976 -0.49013999999999996 0.10234000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 -4 10 -10 11 12 13 15 -15 16 -8 18 -18 -20 -19 23 -23 24 -22 27 -27 -26 29 -24
right_child=1 -3 6 5 -6 -7 8 -9 9 -11 -12 -13 -14 14 -16 -17 17 20 19 -21 21 22 28 -25 25 26 -28 -29 -30 -31
leaf_value=6.1757808781175819e-05 -4.6512117638130585e-05 -7.4019220590815644e-05 -0.00015507479956095968 -1.8086131603922697e-06 5.6763462215223214e-05 0.00010519241355319133 -8.9197955494455536e-05 7.3102320984617106e-05 -0.00017477968740195137 2.4926732762326411e-05 8.1335780754064515e-05 -9.7832852601792791e-05 8.5954531263828716e-05 -0.00012177588703872805 2.6775040532811547e-05 7.8229833403990295e-05 2.0395538044172083e-06 0.00013900047706556508 3.8354586124316685e-06 0.00034665639617742277 9.5351754752107698e-05 0.00021359710211982022 -0.00024109019954266842 -0.00025531682767905296 -4.74851979478527e-05 -0.00012895983487916447 0.00020503794727292623 -0.00030995972017990427 4.4944390698179103e-07 -3.7093585936721267e-05
leaf_weight=23 41 27 26 20 26 36 30 20 20 35 30 30 26 22 20 30 1562 26 45 20 33 20 20 20 22 35 21 20 785 30
leaf_count=23 41 27 26 20 26 36 30 20 20 35 30 30 26 22 20 30 1562 26 45 20 33 20 20 20 22 35 21 20 785 30
internal_value=0 -4.58491e-07 1.88249e-07 2.69887e-05 -6.43503e-06 6.69778e-05 -9.29951e-07 -5.58674e-05 -5.91305e-08 -4.76938e-05 8.61103e-07 4.07813e-09 1.05722e-06 2.57753e-07 -5.10374e-05 1.0501e-06 1.8904e-07 1.19754e-06 6.32545e-06 0.000109319 -6.88686e-06 -1.06573e-05 -1.532e-06 -6.23271e-05 -3.2863e-05 -7.60374e-05 -3.71067e-06 -0.000172473 -6.68479e-06 -0.000118692
internal_weight=0 3098 3071 123 67 56 2948 46 2902 55 2847 2817 2787 2761 42 2719 2689 2659 1627 65 1032 1006 855 151 131 98 56 42 835 50
internal_count=3121 3098 3071 123 67 56 2948 46 2902 55 2847 2817 2787 2761 42 2719 2689 2659 1627 65 1032 1006 855 151 131 98 56 42 835 50
is_linear=0
shrinkage=0.1


Tree=3382
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 1429 156 11 16 11 157 33 9 12 3 2 16 16 2 16 4 16 4 129 2 12 13 12 12 16 16
split_gain=9.24235e-06 5.82028e-05 2.40953e-05 1.10361e-05 9.89291e-06 3.40753e-05 1.44306e-05 3.86953e-05 2.63111e-05 1.4424e-05 1.12414e-05 1.36286e-05 1.08225e-05 1.06578e-05 2.93413e-05 1.84125e-05 4.62685e-05 3.8195e-05 1.60776e-05 4.18249e-05 3.30899e-05 0.000138963 3.94756e-05 3.10645e-05 4.47886e-05 3.36044e-05 2.26564e-05 2.24978e-05 2.2058e-05 8.33906e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.23752499999999996 0.32523500000000005 0.092630000000000018 0.55700000000000005 0.086595000000000019 -0.5188649999999998 -0.009184999999999997 0.09055500000000001 0.22926500000000002 -0.16726499999999997 0.10527500000000002 -0.5435399999999998 -0.5335399999999999 0.10644500000000001 -0.50690499999999983 0.27287000000000006 -0.15241499999999997 -0.073104999999999989 -0.082304999999999975 0.13913500000000004 0.087995000000000004 -0.085584999999999981 0.087005000000000013 -0.087484999999999993 -0.094359999999999986 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 8 -8 9 -6 -11 12 13 14 -12 17 -17 -15 19 26 21 -20 -22 24 25 27 -18 -23 -24 -30
right_child=1 4 -4 -5 5 -7 7 -9 -10 10 11 -13 -14 15 -16 16 18 -19 20 -21 22 23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=5.4180127565714596e-07 0.0001673819606367033 -6.9790706056664938e-05 -0.00011899791994768419 -6.8199557649172176e-05 -8.2649784425960942e-05 0.00013085689977742731 -1.5852775536116279e-07 -0.00015858184403138393 8.2630098379919947e-05 -6.2483766565232397e-05 9.7463105363491002e-05 6.3200666481861838e-05 6.868289574808644e-05 -5.2550095829615568e-06 -3.3633574475384046e-05 -0.0001327481477616217 -6.4106811462099567e-05 0.0001662689633667469 -0.0002718799328051872 0.00016830864144139925 0.00013458201693455603 4.4802964391867419e-05 3.097326989869974e-05 -8.571031197542804e-05 -6.0303501376731251e-05 -8.5819255274349869e-06 7.631919653476871e-05 0.00018057735597603428 -0.00015859932404162143 -5.9803502738800148e-07
leaf_weight=173 21 20 22 27 21 20 58 21 39 28 38 35 23 37 31 27 27 20 23 20 22 26 207 45 59 49 20 23 34 1905
leaf_count=173 21 20 22 27 21 20 58 21 39 28 38 35 23 37 31 27 27 20 23 20 22 26 207 45 59 49 20 23 34 1905
internal_value=0 1.50589e-06 -1.96649e-05 -8.73828e-06 2.95541e-07 7.85998e-07 -1.3064e-07 -4.22711e-05 1.07599e-06 -9.33517e-08 5.48992e-07 1.20976e-06 3.86666e-07 -2.14487e-07 3.85646e-05 -1.26628e-06 -2.55422e-06 5.49288e-05 -1.12527e-06 4.71891e-05 -2.47799e-06 -3.89799e-05 1.31026e-06 -1.24615e-05 8.53335e-06 4.99759e-05 -4.35106e-06 0.000108534 -5.59957e-08 -3.36856e-06
internal_weight=0 2899 222 200 2878 2858 2838 79 2759 2720 2699 2671 2636 2613 69 2544 2487 57 2460 67 2393 225 2168 202 157 98 47 49 2146 1939
internal_count=3121 2899 222 200 2878 2858 2838 79 2759 2720 2699 2671 2636 2613 69 2544 2487 57 2460 67 2393 225 2168 202 157 98 47 49 2146 1939
is_linear=0
shrinkage=0.1


Tree=3383
num_leaves=31
num_cat=0
split_feature=394 394 1184 3 132 1203 132 50 1186 0 3 16 3 13 45 11 33 9 12 15 15 130 15 15 401 402 4 4 481 13
split_gain=8.45413e-06 1.9827e-05 2.5141e-05 1.03494e-05 1.03225e-05 0.000266496 0.000144831 4.33746e-05 1.05903e-05 1.0283e-05 1.01507e-05 1.46214e-05 1.20896e-05 1.07198e-05 9.47099e-06 1.14644e-05 1.87595e-05 1.10015e-05 2.609e-05 1.02739e-05 3.87289e-05 3.77653e-05 3.62954e-05 3.42532e-05 3.15159e-05 9.66944e-05 2.58527e-05 0.000111442 5.4482e-05 3.85665e-05
threshold=-0.15150999999999998 -0.11103499999999998 0.088760000000000019 -0.082594999999999988 -0.083284999999999984 0.089165000000000008 -0.069704999999999989 0.10022000000000002 0.089315000000000019 0.22582000000000002 -0.073309999999999986 -0.095094999999999985 -0.083154999999999993 -0.015039999999999998 -1.0000000180025095e-35 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 0.085250000000000006 0.088235000000000022 0.088495000000000018 -0.0038699999999999997 0.087685000000000013 0.087485000000000021 0.11444000000000001 0.10874500000000002 -0.081609999999999988 -0.080924999999999983 -0.064999999999999988 -0.051094999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 5 7 -6 10 9 14 12 -12 13 -3 -8 -16 -17 19 -19 22 -21 -22 23 24 25 -18 28 -28 -23 -30
right_child=1 2 -4 -5 6 -7 8 -9 -10 -11 11 -13 -14 -15 15 16 17 18 -20 20 21 26 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-9.6543663505599408e-05 9.9835907167289417e-05 -5.0701166894993683e-05 -0.00010909568695102021 5.1883969717891894e-06 -0.00026898894255282361 0.00035954650626254515 -6.4304286537332123e-05 -0.00015598790474541602 6.8643108217815026e-05 -6.7589799767698756e-05 -3.4573421587646448e-05 6.8923667127726221e-05 -8.8909674436763462e-05 2.715627218208283e-05 7.1875395967609896e-05 -8.1963776459882936e-05 -1.0966688534199922e-06 0.0001179459311296901 -2.5129717425443234e-05 0.00014894005966198167 0.00011699098664090949 -0.00016369919343290989 -9.9383223431160381e-05 0.00012631731369765477 0.00010728367403946603 -0.0002073673147052709 0.00023824449495545458 2.3859093489172875e-06 0.00010398581968911459 -3.8307539950892535e-05
leaf_weight=20 20 28 21 20 20 21 22 20 23 22 21 39 20 48 23 27 1909 26 25 20 30 27 38 21 26 23 21 435 25 80
leaf_count=20 20 28 21 20 20 21 22 20 23 22 21 39 20 48 23 27 1909 26 25 20 30 27 38 21 26 23 21 435 25 80
internal_value=0 5.93014e-07 -5.54202e-08 -4.56776e-05 6.97818e-07 2.28344e-05 -8.36091e-07 -1.73415e-05 1.06368e-06 5.08565e-07 4.33693e-07 3.26997e-05 -1.97326e-05 -1.52805e-06 1.04786e-06 1.56954e-06 9.77869e-07 1.80545e-06 4.78108e-05 9.21728e-07 1.19823e-05 7.55e-06 -2.57685e-06 -7.18014e-07 -2.0805e-06 -3.55227e-06 1.96627e-06 1.32478e-05 -3.70063e-05 -4.42817e-06
internal_weight=0 3081 3061 40 3040 197 2843 176 2823 2800 156 60 96 76 2778 2756 2733 2706 51 2655 638 618 2017 1979 1958 1932 588 456 132 105
internal_count=3121 3081 3061 40 3040 197 2843 176 2823 2800 156 60 96 76 2778 2756 2733 2706 51 2655 638 618 2017 1979 1958 1932 588 456 132 105
is_linear=0
shrinkage=0.1


Tree=3384
num_leaves=31
num_cat=0
split_feature=132 1185 1203 156 475 153 474 156 448 448 147 2 447 483 479 481 157 484 157 2 49 474 157 1371 42 151 150 1374 49 49
split_gain=9.13651e-06 4.74861e-05 3.45006e-05 8.231e-06 2.13256e-05 1.05927e-05 1.61569e-05 1.43856e-05 1.22401e-05 1.31862e-05 9.42068e-06 2.93037e-05 2.27042e-05 1.01472e-05 1.14516e-05 1.89124e-05 1.14156e-05 7.96973e-05 6.28155e-05 5.87567e-05 0.000122643 8.33628e-05 4.0379e-05 3.37843e-05 8.61135e-05 3.28021e-05 1.70244e-05 1.87287e-05 1.95192e-05 5.17787e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.3248100000000001 0.13528000000000004 0.086100000000000024 -0.42010499999999995 0.12734000000000004 -0.087679999999999994 -0.083689999999999987 0.097985000000000017 0.12299 0.09290000000000001 -0.47181499999999993 0.10769500000000001 0.11244000000000001 -0.087424999999999989 0.08764000000000001 -0.086394999999999986 0.10402500000000002 0.08610000000000001 0.085860000000000006 -0.24909499999999998 0.083235000000000017 0.084145000000000011 -0.53100499999999984 0.11656000000000001 -0.035729999999999991 -0.087004999999999985 -0.10069499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 8 -8 -10 12 -12 13 -11 15 16 17 19 -18 20 21 22 -15 25 -25 -20 27 -27 29 -29
right_child=1 3 -4 -5 -6 -7 7 -9 9 10 11 -13 -14 14 -16 -17 18 -19 23 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-4.882948865437916e-06 0.00015132587300502651 8.8084616852159215e-05 -0.00012549502742465984 -5.9178690223590185e-05 0.00010378255297837312 -6.8961396006918886e-05 7.3460310333124979e-05 -6.6621707219383097e-05 -7.5194875851435512e-05 6.2967430494609289e-05 -0.00012771095220655713 3.0533495679264894e-05 0.00010519310959526116 -2.8151602468411018e-05 -5.3596912822775687e-05 9.7864231938729057e-05 0.00015642791130840824 -0.00020710011116794442 0.0001261409989031866 -0.00013473302578859148 0.00024691324665168809 -0.00015742046520504768 0.00016817362527945081 -0.00023127469986710433 5.8661853199737382e-05 9.1743692198930233e-05 -5.2900838161427794e-05 -5.9913229765740411e-06 3.3665782611132427e-06 -0.00016583693219581621
leaf_weight=195 21 21 27 23 20 22 23 32 23 26 22 25 21 22 39 20 26 21 21 24 22 28 20 21 20 23 58 107 2123 25
leaf_count=195 21 21 27 23 20 22 23 32 23 26 22 25 21 22 39 20 26 21 21 24 22 28 20 21 20 23 58 107 2123 25
internal_value=0 1.49726e-06 -1.9552e-05 4.04e-07 8.84e-07 1.58084e-07 6.98656e-07 4.13837e-08 8.14289e-07 2.03818e-07 8.4279e-07 -4.35384e-05 1.62491e-06 8.02941e-07 1.86041e-07 9.98724e-07 2.42258e-07 -2.78412e-05 1.82948e-06 4.61089e-06 4.09615e-05 -2.37662e-05 6.53366e-05 1.53268e-07 -8.98422e-05 1.71874e-06 6.00217e-07 1.9624e-06 1.04667e-06 -3.62651e-05
internal_weight=0 2899 222 2878 2855 2835 2813 2792 2760 2737 2714 47 2667 2646 2620 2581 2561 137 2424 116 92 70 42 2398 41 2357 2336 2278 2255 132
internal_count=3121 2899 222 2878 2855 2835 2813 2792 2760 2737 2714 47 2667 2646 2620 2581 2561 137 2424 116 92 70 42 2398 41 2357 2336 2278 2255 132
is_linear=0
shrinkage=0.1


Tree=3385
num_leaves=31
num_cat=0
split_feature=2 2 0 399 1185 0 16 1213 1 3 12 1 1 3 15 1456 481 481 1 13 1210 403 403 1429 2 1210 12 13 160 1453
split_gain=8.29897e-06 6.80295e-05 5.98689e-05 5.08216e-05 4.99797e-05 3.4157e-05 3.04708e-05 5.05214e-05 7.08246e-05 7.11658e-05 3.13686e-05 0.000128181 0.000228595 0.000169559 0.000157523 9.05335e-05 0.000111124 0.000105079 3.27744e-05 3.26693e-05 7.80754e-05 5.14635e-05 3.807e-05 2.81722e-05 3.17226e-05 5.15517e-05 6.90758e-05 6.17172e-05 4.03259e-05 3.40375e-05
threshold=0.08647500000000001 0.086675000000000016 -0.23001499999999997 0.091580000000000009 -1.0000000180025095e-35 -0.26609999999999995 -0.092124999999999985 -0.090764999999999985 0.076935000000000017 -0.082689999999999986 0.083715000000000026 0.09202500000000001 0.099195000000000019 -0.014944999999999998 0.050935000000000008 0.086355000000000015 -0.086219999999999977 -0.081614999999999979 0.10871500000000002 -0.089109999999999981 -0.14175499999999996 0.0071950000000000009 -0.5341999999999999 -0.015219999999999999 0.085515000000000022 -0.063274999999999984 0.087385000000000004 -0.085384999999999975 -0.43215499999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -3 7 -6 9 -9 11 13 -13 14 -8 16 -12 -18 -14 21 -21 -19 -22 -24 25 26 -25 -27 -29 -30
right_child=1 5 3 -5 6 -7 10 8 -10 -11 15 12 18 -15 -16 -17 17 19 -20 20 22 -23 23 24 -26 27 -28 28 29 -31
leaf_value=0.00017790405088817353 -0.00018768020141578744 -0.00011834194528637455 -0.00015261662741371159 0.00013207025092318268 -0.00012039026800721332 -6.5207022086197603e-07 0.00012799916953829807 2.3364950003965267e-05 1.0929508260212541e-05 0.00022251053681094691 -0.00020118540280101888 0.00034282361419172961 -0.00012074519261910484 -0.00030541354719775194 -0.00017447513169423071 0.00020375611084918175 0.00022588969538143525 -0.00017039754272575789 1.4439116676704602e-05 0.00019493828561583846 -0.00013691952146473342 1.9670493227373487e-05 9.6140144277371528e-05 0.00024612106382846831 -7.8571358578616985e-05 -0.00012771343901624426 -1.3554074636582905e-05 0.00013891629078815722 0.00012650280074012697 -7.5977730246774577e-06
leaf_weight=20 20 25 21 30 20 1816 33 34 178 38 27 20 29 33 36 22 21 28 47 21 20 29 31 20 49 37 21 22 20 353
leaf_count=20 20 25 21 30 20 1816 33 34 178 38 27 20 29 33 36 22 21 28 47 21 20 29 31 20 49 37 21 22 20 353
internal_value=0 -4.24305e-06 6.2669e-06 3.49856e-06 3.10829e-07 -2.25025e-06 3.01182e-06 3.25461e-05 4.4781e-05 0.00012847 -5.66529e-06 -4.09206e-05 4.20156e-05 -0.000118978 -2.98135e-05 4.01647e-06 -2.27004e-06 5.72209e-06 -3.71444e-05 -1.38009e-06 5.55934e-06 -7.36963e-05 -1.38125e-06 3.52068e-06 -1.97971e-06 5.95473e-06 0.000113117 -4.21573e-06 7.35241e-06 -4.07394e-07
internal_weight=0 1861 1260 1240 1210 1841 1189 270 250 72 919 198 96 102 69 721 699 672 76 651 594 57 573 553 522 473 41 432 395 373
internal_count=3121 1861 1260 1240 1210 1841 1189 270 250 72 919 198 96 102 69 721 699 672 76 651 594 57 573 553 522 473 41 432 395 373
is_linear=0
shrinkage=0.1


Tree=3386
num_leaves=31
num_cat=0
split_feature=130 40 47 2 47 1204 132 15 1185 50 43 34 9 3 130 1456 154 49 133 52 156 2 50 474 0 1 480 2 16 480
split_gain=8.13538e-06 2.45471e-05 7.97073e-06 7.7031e-05 3.19678e-05 1.28534e-05 1.78382e-05 0.000329259 0.000131031 3.07484e-05 1.66618e-05 1.30415e-05 2.00113e-05 5.43705e-05 1.25932e-05 1.16148e-05 1.92061e-05 2.34629e-05 8.45335e-05 0.000104878 7.21603e-05 0.000100455 3.27589e-05 2.49984e-05 3.88145e-05 6.02121e-05 2.70088e-05 2.46299e-05 2.47761e-05 2.31382e-05
threshold=-0.23647499999999996 -0.23755499999999996 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.057120000000000011 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.090390000000000012 0.31463000000000002 -0.112215 0.08925000000000001 -0.014944999999999998 0.10737500000000001 0.11585000000000002 1.0000000180025095e-35 0.10969000000000002 0.086085000000000009 -0.015069999999999998 0.087610000000000007 0.10981000000000002 -0.099524999999999988 0.098370000000000027 -0.074824999999999989 0.107145 0.11240000000000001 0.14445500000000003 -0.36241499999999999 0.095525000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 9 -8 -3 11 -10 14 -14 15 16 17 22 19 -19 21 -20 -13 26 -25 -26 27 29 -29 -24
right_child=1 2 3 -5 -6 -7 8 -9 10 -11 -12 12 13 -15 -16 -17 -18 18 20 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-6.3573757506674164e-05 9.5343394578203863e-05 -2.3113475946996732e-06 -0.00020527656699414364 -2.9266545795453625e-06 0.00012426926134053031 -7.4026088354319506e-05 -0.0002560631846426986 0.00039386000571539626 -7.4834052129122222e-05 -0.00013504654099961045 8.3840339781697065e-05 0.00011064759008669561 0.00016579572082264348 -5.2467640905108835e-05 -4.9592714192697843e-05 -5.4202029873283067e-05 9.9106677153031357e-05 0.00019591083918284213 -0.00031427853539935319 -9.4679685603098388e-05 4.3098727989369463e-05 -4.8529376517487411e-05 1.6882340936049612e-06 1.3866879239478957e-05 -0.00024554577670642179 -3.1031409499909e-06 9.2365941182994429e-05 -6.4320377987314719e-06 0.00011097958114277855 -8.8310519546713959e-05
leaf_weight=20 27 137 20 317 21 23 20 22 23 20 24 28 25 21 51 38 20 27 25 23 24 33 1911 44 20 21 34 32 41 29
leaf_count=20 27 137 20 317 21 23 20 22 23 20 24 28 25 21 51 38 20 27 25 23 24 33 1911 44 20 21 34 32 41 29
internal_value=0 4.10023e-07 -4.23809e-07 -1.49356e-05 1.36299e-06 4.12679e-07 1.04844e-06 3.15494e-05 -1.12327e-06 -1.92203e-05 9.21157e-07 1.15465e-07 8.19935e-07 6.61538e-05 -4.31775e-07 6.35122e-07 1.53642e-06 6.85026e-07 -4.02432e-05 6.22392e-05 -0.000102732 -0.000163076 3.1862e-06 1.77488e-06 -5.1364e-05 -0.000121368 3.98143e-06 2.4886e-06 5.95115e-05 3.42892e-07
internal_weight=0 3101 3074 337 2737 2716 2693 179 2514 157 2494 2470 2447 46 2401 2350 2312 2292 132 50 82 58 2160 2132 85 41 2047 2013 73 1940
internal_count=3121 3101 3074 337 2737 2716 2693 179 2514 157 2494 2470 2447 46 2401 2350 2312 2292 132 50 82 58 2160 2132 85 41 2047 2013 73 1940
is_linear=0
shrinkage=0.1


Tree=3387
num_leaves=31
num_cat=0
split_feature=401 15 15 15 4 15 15 12 1210 16 1 1446 0 403 0 13 3 4 43 3 133 1447 1447 15 1447 402 16 403 1212 1212
split_gain=9.55415e-06 1.13578e-05 4.1381e-05 3.67386e-05 6.21469e-05 5.82808e-05 3.29324e-05 0.000106902 2.80153e-05 2.73361e-05 3.6648e-05 2.889e-05 7.30163e-05 3.14871e-05 2.40263e-05 3.02721e-05 4.20513e-05 4.05024e-05 3.31221e-05 3.26546e-05 5.2378e-05 1.34698e-05 0.000131636 4.51103e-05 5.98931e-05 1.86091e-05 7.34703e-05 5.29248e-05 1.89938e-05 2.30855e-05
threshold=0.13837000000000002 0.094425000000000023 0.095575000000000007 0.092400000000000024 -0.078629999999999992 0.091650000000000023 0.090750000000000011 0.091325000000000003 -0.24369999999999997 0.062650000000000025 0.099195000000000019 1.0000000180025095e-35 -0.082284999999999983 -0.34918499999999997 -0.11437499999999999 -0.081224999999999978 -0.073309999999999986 -0.076229999999999978 -0.070064999999999975 -0.06977499999999999 0.017095000000000003 -0.086359999999999978 -0.085804999999999979 -0.092489999999999989 -0.087369999999999989 0.10874500000000002 -0.0092699999999999987 -0.55157999999999985 -0.14780999999999997 -0.089079999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 8 -8 -1 11 -11 13 -13 -4 -15 -16 17 -17 -19 -18 -21 23 -23 -10 -25 27 -27 -24 -29 -30
right_child=-2 2 9 4 -6 -7 7 -9 21 10 -12 12 -14 14 15 16 19 18 -20 20 -22 22 25 24 -26 26 -28 28 29 -31
leaf_value=0.0001095763159948705 -6.7223368629735586e-05 0.00012348569491815866 7.7856996709858237e-05 -0.00021289895521476866 5.4344316666288257e-06 0.00013611263979504247 6.929539378451527e-05 -0.00023240262671606616 -7.444354954107743e-05 0.00014870290758373249 1.8160458172887291e-06 -6.7003700331995448e-05 0.000190903063175147 4.5669400444901183e-05 -0.00013892340437450911 2.7060329935361203e-05 0.00012523605476852262 -2.9009526754278972e-05 -0.00018263729184076914 -0.00011252696309990522 9.5337088979166847e-05 -0.00025808725173192214 -0.00015294535083028126 3.0053064165258548e-06 0.00021734322535022247 -1.4468409332039302e-05 0.00021231167433143129 -8.9021498403477994e-05 8.3442290920312666e-05 -7.9514693257167631e-07
leaf_weight=23 21 33 29 22 32 31 23 24 24 29 41 21 23 33 30 26 23 23 36 27 22 20 23 32 22 50 20 24 33 2301
leaf_count=23 21 33 29 22 32 31 23 24 24 29 41 21 23 33 30 26 23 23 36 27 22 20 23 32 22 50 20 24 33 2301
internal_value=0 4.5538e-07 1.62723e-05 -1.861e-06 -8.35162e-05 -1.97085e-07 -1.81053e-06 -8.47632e-05 -2.94673e-07 6.52562e-06 6.26692e-05 -6.88752e-06 6.78112e-05 -2.00873e-05 -3.29981e-05 -4.68806e-05 -2.92928e-05 -7.69246e-05 -0.000122749 2.69391e-05 -1.92002e-05 -1.28605e-06 -2.57759e-06 3.96292e-05 9.03282e-05 -4.92649e-07 5.03259e-05 -1.98668e-06 -5.1423e-07 3.95871e-07
internal_weight=0 3100 396 2704 54 2650 2619 47 2572 363 70 293 44 249 220 187 157 85 59 72 49 2549 2471 78 54 2451 70 2381 2358 2334
internal_count=3121 3100 396 2704 54 2650 2619 47 2572 363 70 293 44 249 220 187 157 85 59 72 49 2549 2471 78 54 2451 70 2381 2358 2334
is_linear=0
shrinkage=0.1


Tree=3388
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 11 16 155 157 471 471 154 157 11 475 157 156 2 151 481 1447 12 160 1447 3 1456 1447 1455 43 42
split_gain=8.8918e-06 5.73198e-05 2.74146e-05 8.1506e-06 3.04189e-05 1.27188e-05 3.28161e-05 2.27288e-05 1.1534e-05 1.18857e-05 2.15067e-05 1.03321e-05 1.61371e-05 1.0096e-05 9.60556e-06 9.34901e-05 8.49186e-05 9.60316e-05 3.02504e-05 1.42937e-05 9.88557e-05 6.25146e-05 9.45037e-05 1.63756e-05 8.55647e-05 4.53791e-05 2.28769e-05 1.88598e-05 6.87638e-05 3.81337e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 0.092630000000000018 0.55700000000000005 0.13949000000000003 -0.5188649999999998 0.10338500000000002 0.093375000000000014 0.084190000000000001 0.26262500000000005 0.10334500000000001 -0.085719999999999977 -0.086394999999999986 0.087610000000000007 0.087995000000000004 -0.54279999999999984 -0.086484999999999992 -0.085684999999999997 0.090840000000000018 -0.013904999999999999 -0.085684999999999997 -0.085709999999999995 0.085105000000000014 -0.084334999999999979 -0.088559999999999986 -0.070064999999999975 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 7 13 8 -5 10 11 12 14 -7 15 -10 17 -17 -16 20 -20 22 -22 24 -21 -26 -25 28 29 -28
right_child=1 3 -4 4 -6 6 -8 -9 9 -11 -12 -13 -14 -15 18 16 -18 -19 19 23 21 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=-6.2122445002060921e-06 0.00016609007138218399 -6.3339960588564283e-05 -0.00011372708632498635 -7.3632969759360314e-05 0.00012361551518552007 -4.2646983161705129e-05 -0.00014681800187515495 0.00010462591488335637 0.0001998698346724268 -7.6042198343202473e-05 0.0001021376009226688 7.2148099134210499e-05 -7.8392497240341842e-05 4.079606594038116e-05 -0.00011724445741327312 -0.00026776264996442479 0.00011663851480989251 4.2120683025820441e-06 0.00022953576228160058 -0.00018376648215507886 -0.00022158648669877345 0.00012476037407482398 6.2077159458093101e-05 9.3949332222109663e-05 -3.7562318098743598e-05 0.00014853290266728439 -8.2454950170358647e-05 1.1533348511931963e-06 -0.00020222997154633051 0.00010634838632224433
leaf_weight=195 21 20 27 21 20 29 21 21 25 20 21 20 26 29 22 20 30 37 21 29 24 21 23 26 38 20 20 2230 21 23
leaf_count=195 21 20 27 21 20 29 21 21 25 20 21 20 26 29 22 20 30 37 21 29 24 21 23 26 38 20 20 2230 21 23
internal_value=0 1.47706e-06 -1.92884e-05 2.75925e-07 7.21102e-07 -1.44961e-07 -3.9707e-05 9.87842e-07 1.92955e-07 7.63564e-07 1.33313e-06 5.42062e-07 2.85976e-09 -9.25459e-07 7.77871e-07 2.9433e-05 -1.95431e-05 -9.12177e-05 -4.96702e-07 5.32325e-07 3.98867e-05 -1.86814e-05 -8.27724e-05 -9.22823e-07 -4.35165e-05 2.66084e-05 6.74441e-07 -3.82728e-07 -5.39049e-05 1.85329e-05
internal_weight=0 2899 222 2878 2858 2838 79 2759 2738 2717 2697 2676 2656 58 2630 112 87 57 2518 2496 89 68 47 2407 87 58 2320 2294 64 43
internal_count=3121 2899 222 2878 2858 2838 79 2759 2738 2717 2697 2676 2656 58 2630 112 87 57 2518 2496 89 68 47 2407 87 58 2320 2294 64 43
is_linear=0
shrinkage=0.1


Tree=3389
num_leaves=31
num_cat=0
split_feature=156 475 1425 52 157 471 471 52 16 52 1375 1453 42 130 484 51 16 474 474 156 1 155 1 2 49 133 16 156 52 34
split_gain=9.07921e-06 1.96184e-05 9.3687e-06 1.6392e-05 3.41109e-05 1.43766e-05 1.31397e-05 1.06345e-05 3.64402e-05 4.57172e-05 2.91131e-05 3.82725e-05 2.85418e-05 2.67352e-05 3.29601e-05 2.41763e-05 3.12248e-05 4.00165e-05 0.000101769 5.53819e-05 3.20528e-05 2.38718e-05 5.29262e-05 3.13643e-05 7.88702e-05 7.74223e-05 4.33496e-05 3.15844e-05 2.29002e-05 2.13916e-05
threshold=0.3248100000000001 0.13528000000000004 0.10129000000000002 -0.56368999999999991 -0.082509999999999986 0.10338500000000002 0.093375000000000014 -0.080114999999999978 -0.095094999999999985 -0.081934999999999994 0.084665000000000018 -0.064249999999999988 0.11066000000000001 0.10433000000000002 -0.42236999999999997 0.095375000000000015 -0.018494999999999998 0.088710000000000011 0.085860000000000006 0.087575000000000014 0.12958500000000003 0.10626500000000001 0.10205500000000002 0.10060500000000001 0.097940000000000013 0.090310000000000015 0.24134000000000003 0.085050000000000014 -0.077024999999999996 -0.057544999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -5 10 11 -10 13 14 -13 16 -16 18 20 -19 21 23 -23 24 27 26 -25 -18 -9 -30
right_child=-2 -3 -4 5 -6 -7 -8 28 9 -11 -12 12 -14 -15 15 -17 17 19 -20 -21 -22 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-3.5602500283857807e-05 -6.259704266836786e-05 9.6791219437450526e-05 -6.8412212676776114e-05 0.00010000442400074203 0.00014122591743822948 -8.3082951217268908e-05 7.6945470101980566e-05 0.00010915434606431519 -0.00015237051997246456 -0.00014389741745069978 7.5046483913398772e-05 -0.00014184644162676044 8.3303150798504555e-05 7.9991911634688569e-05 -0.00012643936384443402 7.5254290183053227e-05 -1.1902837064579552e-05 -1.6126392485250932e-05 -0.00023063937108457576 0.00019731227250304072 -0.00012514171685324983 -0.00018813407264782914 3.6378503483276639e-05 0.00010656463961898529 -0.00016909605377616666 0.00022253612253171881 -6.4249865028660939e-05 9.5472902745207075e-05 6.0598150760900662e-05 8.5744145910247241e-08
leaf_weight=20 23 21 20 28 24 21 22 20 20 27 37 22 30 27 27 27 141 31 23 20 24 21 21 24 29 21 39 34 60 2217
leaf_count=20 23 21 20 28 24 21 22 20 20 27 37 22 30 27 27 27 141 31 23 20 24 21 21 24 29 21 39 34 60 2217
internal_value=0 4.64734e-07 -1.92678e-07 2.53639e-07 6.08494e-05 -6.31264e-07 -5.2559e-08 -6.22915e-07 -1.16778e-05 -1.6526e-05 -1.09612e-05 -1.64385e-05 -1.15924e-05 -1.69537e-05 -2.21472e-05 -1.66838e-05 -2.21395e-05 -1.55598e-05 -2.68061e-05 6.7575e-05 -1.35627e-05 -5.44791e-06 -7.58778e-05 4.82312e-06 -1.6353e-05 5.62508e-05 8.22327e-07 8.95874e-06 2.61605e-06 1.68027e-06
internal_weight=0 3098 3077 3057 44 3013 2992 2970 673 645 618 581 561 531 504 482 455 428 377 51 354 330 42 288 204 84 63 175 2297 2277
internal_count=3121 3098 3077 3057 44 3013 2992 2970 673 645 618 581 561 531 504 482 455 428 377 51 354 330 42 288 204 84 63 175 2297 2277
is_linear=0
shrinkage=0.1


Tree=3390
num_leaves=31
num_cat=0
split_feature=401 401 402 1210 1211 403 1203 1204 393 1203 403 42 403 52 133 52 483 482 482 159 0 150 4 1 1 1 16 2 481 1447
split_gain=8.60756e-06 1.65096e-05 2.64691e-05 2.76331e-05 1.24387e-05 3.96503e-05 1.67968e-05 4.41117e-05 1.49099e-05 1.10921e-05 9.38283e-06 4.26859e-05 2.02427e-05 9.24502e-06 6.00977e-05 5.66477e-05 2.4332e-05 8.66668e-05 5.93171e-05 8.41497e-05 2.90852e-05 2.62401e-05 2.71573e-05 2.3933e-05 6.03343e-05 6.04742e-05 5.97815e-05 5.03044e-05 4.72071e-05 3.21668e-05
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.11048500000000001 0.022375000000000003 0.088820000000000024 -0.079874999999999988 0.10856500000000001 0.10304500000000001 -0.5492149999999999 0.091205000000000008 -0.5341999999999999 0.10473500000000001 0.26639000000000007 0.10024500000000001 0.098395000000000024 0.098465000000000011 0.089925000000000019 0.10713500000000002 0.051010000000000007 0.08882000000000001 0.181285 0.099660000000000012 0.092945000000000014 0.086720000000000005 -0.073404999999999984 0.083995000000000014 -0.059779999999999993 -0.080594999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 8 -8 10 -9 11 -4 -12 15 16 -14 18 -18 19 20 21 22 23 24 25 27 -25 -15 -29 -30
right_child=1 2 3 -5 5 -7 7 9 -10 -11 12 -13 13 14 -16 -17 17 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 28 29 -31
leaf_value=6.5392677570343948e-05 -8.4830467581607248e-05 8.928735333029181e-05 -4.6342737671996781e-05 -0.00011791356929961694 0.00011810499273110509 -5.8733474413332127e-05 -0.00017457567664678209 5.9763109184132198e-05 6.421536499045841e-05 -4.3134280018751849e-05 -8.4380973090321349e-05 0.00014888127777902853 -1.158702987335995e-06 -0.00016863107737828448 0.00015695079432420986 -0.00012936354240602151 0.00021047019254183397 -3.4856619504353151e-05 -0.00017286979143136706 0.00018931396189145744 0.00010137836197036845 9.6685169610282186e-05 -0.00010596040365806617 0.00018601071888951992 -0.00017596618869598996 0.00015241133216823939 -2.7584014199084398e-05 0.00013247190176376276 -0.00013642733800857653 -8.557167370949014e-06
leaf_weight=20 23 33 24 20 32 21 20 20 36 22 29 21 2253 22 27 35 24 36 20 23 23 20 34 20 24 21 38 21 23 136
leaf_count=20 23 33 24 20 32 21 20 20 36 22 29 21 2253 22 27 35 24 36 20 23 23 20 34 20 24 21 38 21 23 136
internal_value=0 -4.21749e-07 2.08985e-07 -7.56396e-07 1.81966e-08 4.80369e-05 -8.38127e-07 -5.2342e-05 2.59207e-07 5.86448e-06 -5.41914e-07 4.47618e-05 -1.26255e-06 -4.01676e-07 1.17453e-05 -3.11988e-06 3.66169e-06 6.32741e-05 -4.75419e-06 3.54782e-06 -7.63705e-06 -1.46213e-05 -2.11881e-05 -1.17381e-05 -2.53123e-05 -9.09838e-06 4.60693e-05 -2.5889e-05 -8.44274e-06 -2.70541e-05
internal_weight=0 3101 3078 3045 3025 53 2972 62 2910 42 2874 45 2829 2800 512 2288 485 60 425 405 382 359 339 305 247 223 58 202 180 159
internal_count=3121 3101 3078 3045 3025 53 2972 62 2910 42 2874 45 2829 2800 512 2288 485 60 425 405 382 359 339 305 247 223 58 202 180 159
is_linear=0
shrinkage=0.1


Tree=3391
num_leaves=31
num_cat=0
split_feature=2 2 0 1186 132 394 43 132 0 16 133 0 403 52 2 16 403 128 4 130 4 402 2 2 0 15 3 0 0 2
split_gain=8.59204e-06 5.4548e-05 5.16015e-05 4.72318e-05 3.5214e-05 0.000297922 0.000292382 3.30294e-05 2.87967e-05 2.66791e-05 5.24517e-05 6.30394e-05 4.84628e-05 7.3286e-05 6.42327e-05 4.66675e-05 8.03369e-05 3.73356e-05 7.45905e-05 5.88992e-05 5.35781e-05 3.62205e-05 3.19634e-05 4.08817e-05 3.13254e-05 0.000128071 0.000162475 9.59145e-05 0.000155121 8.80024e-05
threshold=0.08647500000000001 0.086675000000000016 -0.23001499999999997 -0.095479999999999982 -0.083284999999999984 0.0034050000000000005 -0.011694999999999999 -0.085534999999999986 -0.26609999999999995 -0.079504999999999978 0.11269500000000002 -0.079119999999999982 -0.082599999999999993 0.086450000000000013 0.084305000000000005 -0.076354999999999992 -0.43370499999999995 0.10264000000000002 -0.085034999999999986 0.0043850000000000009 -0.081839999999999982 -0.0060099999999999989 0.084245000000000014 0.085515000000000022 -0.090644999999999989 -0.10203999999999998 -0.078584999999999988 -0.087414999999999979 -0.086409999999999987 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 9 -5 -8 -3 10 12 -12 13 14 -6 16 -11 18 19 -14 -20 -22 -23 -24 25 -17 -27 29 -29 -26
right_child=1 8 3 4 5 -7 7 -9 -10 15 11 -13 17 -15 -16 24 -18 -19 20 -21 21 22 23 -25 27 26 -28 28 -30 -31
leaf_value=0.00016572282107063074 -0.00016857588029779437 -0.00010912672238191589 0.00015623677300936835 0.0003376696105988231 9.1066602423476675e-05 -0.00035978571427024337 -6.3121555918453099e-06 -0.00016024391476094024 -1.0654338670950125e-06 -0.00025752296569407916 0.00025097349010008788 2.9039340370218272e-06 -0.00021251864457988868 -0.00020526295744881888 -0.00013604752341052519 0.00010927127375051735 -4.5566721969554505e-07 0.00015998757531633602 0.00016201818474538386 1.9118144700769337e-05 -0.00010638275103701743 1.6220020699309346e-05 0.00019866151639386467 5.0772367831086739e-06 2.3273055863683114e-05 -2.6574263652491939e-05 -0.00035268310531881238 -0.00027703093692252881 8.1452854718591668e-06 0.00030470189885818401
leaf_weight=20 20 25 20 27 33 23 46 20 1816 20 21 20 23 24 20 34 31 20 31 21 20 193 24 20 25 50 22 20 412 20
leaf_count=20 20 25 20 27 33 23 46 20 1816 20 21 20 23 24 20 34 31 20 31 21 20 193 24 20 25 50 22 20 412 20
internal_value=0 -4.31731e-06 6.3766e-06 3.8065e-06 1.30764e-06 -3.57277e-06 6.04499e-05 -5.29581e-05 -2.53286e-06 3.84833e-06 2.19033e-05 0.000129964 1.15758e-05 -6.02865e-05 5.36316e-06 -9.53628e-06 -0.000101266 2.72957e-05 1.93022e-05 -0.000101965 3.78291e-05 2.28491e-05 3.37548e-05 0.000110669 -1.51186e-06 -5.06841e-05 -0.000126219 9.41531e-06 -5.05732e-06 0.000148353
internal_weight=0 1861 1260 1240 1220 1127 93 66 1841 1104 470 41 429 77 53 634 51 352 332 44 288 257 237 44 583 106 72 477 432 45
internal_count=3121 1861 1260 1240 1220 1127 93 66 1841 1104 470 41 429 77 53 634 51 352 332 44 288 257 237 44 583 106 72 477 432 45
is_linear=0
shrinkage=0.1


Tree=3392
num_leaves=31
num_cat=0
split_feature=132 393 1203 16 0 16 12 13 1203 400 1429 156 1428 2 0 2 15 1371 1429 160 481 1209 1209 1429 0 2 1 3 52 403
split_gain=9.11006e-06 4.8026e-05 3.85831e-05 8.5127e-06 1.14512e-05 1.78119e-05 1.65418e-05 2.03158e-05 9.94121e-06 1.21739e-05 7.93183e-06 2.75459e-05 1.21238e-05 8.26946e-06 5.4246e-05 3.53119e-05 0.000214397 4.7982e-05 3.43076e-05 3.02621e-05 5.01761e-05 2.53622e-05 2.70886e-05 2.43805e-05 2.33476e-05 2.32212e-05 7.08561e-05 5.36794e-05 5.97428e-05 8.53431e-05
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 -0.14158499999999996 -0.09595999999999999 -0.090764999999999985 0.11418000000000002 -0.00096999999999999983 0.084375000000000019 -0.0031999999999999993 -0.23752499999999996 0.32523500000000005 0.098365000000000022 0.08647500000000001 -0.17169499999999996 0.087015000000000023 -0.015039999999999998 0.083235000000000017 -0.066319999999999976 -0.55248999999999981 -0.11184999999999999 -0.092099999999999987 -0.084519999999999984 -0.067934999999999982 -0.26609999999999995 0.091055000000000011 0.08864000000000001 -0.080634999999999984 0.095415000000000014 -0.0031149999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 -5 -6 7 8 9 -7 -2 12 13 14 -12 16 -15 19 -16 -17 -21 -20 -23 -22 -25 26 27 -26 29 -29
right_child=1 -3 -4 4 5 6 -8 -9 -10 -11 11 -13 -14 15 18 17 -18 -19 21 20 23 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=5.2296947747394875e-05 -6.2406658280451659e-05 0.00014866245288761674 -0.00015212099315249362 -8.115424934658223e-05 8.1535461504245177e-05 -0.00010647251444672955 -9.2700451697661876e-05 8.4809346249544031e-05 2.1004429368076674e-05 -9.2067037081916732e-06 0.00015594411030406263 0.0001177360789733939 -6.551175746218567e-05 -0.00028736562981740232 0.00012225802699200965 -0.00012559436217998154 9.5263552592683714e-05 0.00012869172709802765 0.00010094795166514814 0.00012628003780264409 -8.6807993211550653e-05 -0.00010381356388097629 1.5235184429120462e-06 -9.8214048892259604e-05 -3.4021994767427067e-05 6.7300091914988278e-06 -0.00020503700026893056 -4.8918187409678164e-05 -7.5454218208156269e-05 0.00018550829227851037
leaf_weight=22 20 22 20 22 21 22 24 22 32 31 24 20 28 27 24 20 32 28 25 30 35 25 1040 25 276 1090 20 24 26 44
leaf_count=22 20 22 20 22 21 22 24 22 32 31 24 20 28 27 24 20 32 28 25 30 35 25 1040 25 276 1090 20 24 26 44
internal_value=0 1.47323e-06 -1.98134e-05 -6.31267e-06 -1.37231e-05 -3.9633e-06 -1.76692e-05 -8.39774e-07 -2.30078e-05 -4.95812e-05 3.50038e-07 7.88436e-07 -3.42694e-08 6.17016e-07 7.19655e-06 -3.8478e-06 -7.98379e-05 -1.07684e-06 3.99193e-06 -3.36207e-06 -1.80498e-06 1.38791e-06 -9.49183e-07 -4.30014e-06 -2.38135e-06 -7.62555e-07 -2.17033e-05 -1.17934e-05 5.34736e-05 0.00010277
internal_weight=0 2905 216 196 174 152 131 107 85 53 2883 2863 2843 2815 1138 1677 59 1618 1114 1590 1570 1090 1065 1540 1505 1480 390 370 94 68
internal_count=3121 2905 216 196 174 152 131 107 85 53 2883 2863 2843 2815 1138 1677 59 1618 1114 1590 1570 1090 1065 1540 1505 1480 390 370 94 68
is_linear=0
shrinkage=0.1


Tree=3393
num_leaves=31
num_cat=0
split_feature=156 475 157 484 133 42 157 156 2 1371 42 157 49 3 457 457 133 1373 1375 150 151 133 0 0 43 51 16 2 457 150
split_gain=9.94443e-06 1.67448e-05 9.67666e-06 7.1665e-05 5.62146e-05 5.57464e-05 5.09365e-05 4.29232e-05 4.2147e-05 3.6145e-05 6.89342e-05 2.54466e-05 6.84976e-05 2.22709e-05 1.26932e-05 1.4579e-05 2.83271e-05 1.83883e-05 4.60872e-05 1.96504e-05 1.7109e-05 3.76511e-05 1.55157e-05 6.51226e-05 0.00014971 5.34097e-05 5.53827e-05 2.68931e-05 2.51746e-05 2.78167e-05
threshold=0.3248100000000001 0.13528000000000004 -0.087424999999999989 0.091040000000000024 0.085355000000000014 0.084755000000000011 -0.086394999999999986 0.086765000000000023 0.087470000000000006 0.083235000000000017 0.084145000000000011 -0.083039999999999989 -0.0081349999999999981 -0.063814999999999997 -0.14786499999999997 -0.08798499999999998 0.085265000000000021 1.0000000180025095e-35 -0.42089999999999994 0.12706500000000001 0.092070000000000013 0.086365000000000011 -0.14794999999999997 -0.14116499999999996 -0.00045499999999999995 -0.10316499999999999 -1.0000000180025095e-35 0.121465 0.09228500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -4 8 -1 11 -11 12 -8 -10 -13 16 -16 18 -17 20 22 -22 25 24 -24 -20 27 28 29 -27
right_child=-2 -3 6 -5 5 -7 9 -9 13 10 -12 14 -14 -15 15 17 -18 -19 19 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=9.4673807716390008e-05 -6.5511853798576019e-05 8.9478883646301082e-05 0.00014054720928610411 -0.00020113359887545814 0.00021934254575171506 -1.3936381617982296e-05 -4.3110154976602649e-05 -0.00013473011121050151 -0.0001367416777429753 -0.00021981387260763897 3.9594944055352244e-05 6.4739202064932513e-05 0.00019340566589865678 1.2492592495618738e-05 -0.00013773108869579367 -0.00014164645617711357 2.4642225486916559e-05 7.1248410192007822e-05 -0.00013046211233813665 8.8759178732289001e-05 -0.00016293449567456264 2.6643052379685373e-05 4.5829281763872133e-05 6.412779994867203e-07 -0.00031635034479439217 4.8574322386462069e-05 0.00018350616261765635 -5.4208130657915158e-05 0.00013981770309163207 -6.6059461818844694e-05
leaf_weight=30 23 21 26 20 20 21 25 32 20 21 20 30 24 20 22 23 21 36 20 25 20 22 25 2325 21 98 24 37 22 27
leaf_count=30 23 21 26 20 20 21 25 32 20 21 20 30 24 20 22 23 21 36 20 25 20 22 25 2325 21 98 24 37 22 27
internal_value=0 4.86367e-07 -1.20991e-07 -2.3832e-05 9.65426e-07 9.98582e-05 1.20533e-06 -3.87856e-05 5.07475e-06 -4.9135e-08 -9.3273e-05 1.29339e-06 7.27343e-05 -6.21245e-05 4.22832e-08 -6.58912e-07 -5.84325e-05 2.52745e-07 -6.97736e-07 5.1825e-07 -3.17048e-07 -6.3632e-05 7.06125e-07 -1.68986e-06 -0.000119514 2.56222e-05 4.06304e-05 2.19944e-05 4.11746e-05 2.38134e-05
internal_weight=0 3098 3077 163 143 41 2914 102 70 2888 41 2847 49 40 2798 2768 43 2725 2689 2666 2641 42 2599 2371 46 228 208 184 147 125
internal_count=3121 3098 3077 163 143 41 2914 102 70 2888 41 2847 49 40 2798 2768 43 2725 2689 2666 2641 42 2599 2371 46 228 208 184 147 125
is_linear=0
shrinkage=0.1


Tree=3394
num_leaves=31
num_cat=0
split_feature=1456 0 456 456 1455 4 4 130 40 42 1456 456 2 16 16 16 4 133 52 128 475 13 43 155 51 133 13 51 49 159
split_gain=8.40226e-06 3.43852e-05 1.08541e-05 2.5413e-05 4.13186e-05 3.08135e-05 3.97799e-05 2.38081e-05 1.85182e-05 2.35096e-05 1.85042e-05 1.46747e-05 2.71547e-05 1.243e-05 1.15342e-05 4.76259e-05 0.000118292 2.67797e-05 2.3966e-05 2.74176e-05 2.8984e-05 3.10137e-05 5.16439e-05 3.61293e-05 4.21396e-05 4.43222e-05 5.37037e-05 7.47717e-05 8.98624e-05 6.18483e-05
threshold=0.11585000000000002 -0.080689999999999984 0.087635000000000005 0.088285000000000016 0.089130000000000015 -0.015039999999999998 -0.0082299999999999995 -0.23123999999999997 -0.24134999999999998 0.15021500000000002 0.10620000000000002 0.084065000000000015 0.086330000000000004 -0.079109999999999986 0.0028900000000000006 -0.0013749999999999997 -0.0070899999999999991 -0.37971999999999995 0.5140450000000002 0.09445000000000002 -0.008964999999999999 0.10002500000000002 -0.11180499999999999 0.11562500000000002 0.024995000000000003 0.10209000000000001 -0.074519999999999989 -0.063174999999999995 0.10969000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -4 5 -5 -7 -1 -9 10 11 14 -13 -8 15 -10 -17 -16 19 20 -19 23 -23 24 25 26 29 28 -28 -22
right_child=1 -3 3 4 -6 6 13 8 9 -11 -12 12 -14 -15 17 16 -18 18 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00010561669365746309 4.762922066696601e-05 -0.0001312661590087704 -0.00012217731425113491 6.1150930630699601e-05 0.00012412524229148404 -0.00014526200552341726 -5.0363800749307436e-05 -9.2369931475591994e-05 5.8705340562879832e-07 0.00010043675915862121 9.2406379256069416e-05 -3.2566998353494065e-05 0.00011674635411352561 4.8851196792700493e-05 -0.00011315480424673297 -4.7466784574983956e-05 0.00023576587775159141 1.4665801437553474e-05 7.8132741421746511e-05 8.6920864797085181e-05 1.8132812964794491e-05 -3.5567600882911523e-05 0.00016279509304911787 -0.00017171943169159932 3.8565537356176226e-05 4.3898388160647131e-05 -6.3039118433355019e-06 -0.00022572121708015823 -0.00023335349184850675 -0.00017150352207300743
leaf_weight=22 21 22 23 27 20 34 28 21 1998 24 22 21 29 23 25 30 29 209 31 27 95 35 21 20 66 43 72 39 23 21
leaf_count=22 21 22 23 27 20 34 28 21 1998 24 22 21 29 23 25 30 29 209 31 27 95 35 21 20 66 43 72 39 23 21
internal_value=0 -4.38986e-05 6.1327e-07 -2.51743e-05 -8.27225e-06 -3.19147e-05 -6.14767e-05 1.98073e-06 1.19479e-06 1.87704e-06 1.0488e-06 3.39605e-07 5.40347e-05 -5.61978e-06 -6.24748e-07 3.20182e-06 9.17493e-05 -1.14518e-05 -7.82987e-06 -1.18013e-05 -1.59403e-05 -3.06453e-05 3.88184e-05 -4.0909e-05 -3.36216e-05 -4.98821e-05 -6.60124e-05 -0.000109135 -6.12738e-05 -1.61979e-05
internal_weight=0 43 3078 155 132 112 85 2923 2901 2880 2856 2834 50 51 2784 2057 59 727 702 671 644 435 56 379 359 293 250 134 95 116
internal_count=3121 43 3078 155 132 112 85 2923 2901 2880 2856 2834 50 51 2784 2057 59 727 702 671 644 435 56 379 359 293 250 134 95 116
is_linear=0
shrinkage=0.1


Tree=3395
num_leaves=31
num_cat=0
split_feature=130 40 472 1429 11 0 156 32 33 9 132 50 1185 1203 12 12 401 402 0 12 1208 2 403 2 402 12 42 1213 157 1456
split_gain=9.35537e-06 2.21816e-05 8.60985e-06 2.07877e-05 1.35489e-05 2.41748e-05 1.76736e-05 1.26262e-05 1.33987e-05 1.25382e-05 9.34541e-06 0.000276774 0.000123299 3.17225e-05 1.05737e-05 5.29364e-05 4.20664e-05 8.54147e-05 2.93157e-05 2.11433e-05 2.05243e-05 6.45466e-05 2.3327e-05 9.70621e-05 2.49587e-05 2.61839e-05 3.57746e-05 2.25334e-05 1.92071e-05 3.53388e-05
threshold=-0.23647499999999996 -0.23755499999999996 -0.38234499999999999 -0.23587499999999997 0.097680000000000017 -0.046359999999999991 0.13990500000000003 0.078360000000000013 -0.009184999999999997 0.09055500000000001 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 0.097145000000000023 0.096525000000000014 -0.06959499999999999 -0.40883999999999993 0.10455500000000001 0.096210000000000004 0.098655000000000007 0.088745000000000004 -0.5335399999999999 0.083935000000000023 0.23460000000000003 0.095175000000000023 0.091735000000000025 0.41946500000000003 -0.06482499999999998 0.091295000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 8 -5 10 11 13 -12 -10 15 19 -16 -18 28 20 22 -22 23 -14 25 27 -27 -24 -19 -30
right_child=1 2 3 4 5 -7 -8 -9 9 -11 12 -13 14 -15 16 -17 17 18 -20 -21 21 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=-6.8174101252225234e-05 9.0683148004312974e-05 -6.0013899201294407e-05 9.4826414240979724e-05 -6.9895635273756594e-05 1.1975252709817143e-05 -0.00013688775587070268 8.3936378243379303e-05 7.6766102574765688e-05 -3.9993283089164547e-06 5.7453144915131348e-05 -0.00023849749374097552 0.00037305915568140334 -7.5268617831170567e-05 -0.00013710212690057233 8.136981509428902e-05 0.00012377614780104652 -0.00022873156744026348 8.8064792835211859e-05 -0.00012381757639915399 -7.4119788922344973e-05 5.7163247402058917e-05 -0.00019689693872351202 1.2411545049232195e-06 0.00019582153850673684 -0.0001051768989947794 -9.7174661277676933e-06 0.0001648111558650904 -0.0001054266231130896 -2.6437935194132982e-06 -0.00013799180526673029
leaf_weight=20 27 24 23 28 24 20 25 21 171 37 22 20 25 20 39 35 20 20 23 38 20 20 2024 28 22 24 23 20 237 21
leaf_count=20 27 24 23 28 24 20 25 21 171 37 22 20 25 20 39 35 20 20 23 38 20 20 2024 28 22 24 23 20 237 21
internal_value=0 4.3969e-07 -3.52949e-07 1.16514e-07 -6.03118e-07 -5.56898e-05 2.09423e-07 -4.98208e-07 -1.05066e-06 -3.88006e-07 -1.13317e-06 1.91244e-05 -2.73947e-06 -1.79368e-05 -7.74076e-07 1.7417e-06 -1.67003e-05 -2.86154e-05 -1.53187e-05 -1.61688e-07 1.1123e-06 -6.98668e-05 2.42308e-06 6.79488e-05 7.79512e-07 1.89431e-06 7.56902e-05 1.97438e-07 -6.34213e-06 -1.36605e-05
internal_weight=0 3101 3074 3050 3027 44 2983 2958 2937 2909 2872 211 2661 191 2639 2279 360 321 301 2244 2206 40 2166 53 2113 2091 47 2044 278 258
internal_count=3121 3101 3074 3050 3027 44 2983 2958 2937 2909 2872 211 2661 191 2639 2279 360 321 301 2244 2206 40 2166 53 2113 2091 47 2044 278 258
is_linear=0
shrinkage=0.1


Tree=3396
num_leaves=31
num_cat=0
split_feature=132 1185 43 1204 42 400 0 133 52 133 1429 156 1429 12 15 12 10 12 39 11 9 2 4 49 15 49 4 374 147 1348
split_gain=8.50639e-06 5.84043e-05 2.32124e-05 1.52282e-05 8.82103e-06 2.0794e-05 1.09049e-05 1.66976e-05 1.97151e-05 1.32958e-05 8.60091e-06 2.72654e-05 1.28603e-05 8.63209e-06 2.08018e-05 2.77193e-05 9.80717e-06 6.56431e-05 4.50309e-05 1.92498e-05 3.20451e-05 1.74798e-05 8.06813e-05 0.000112981 1.13416e-05 1.10636e-05 9.84078e-06 1.14973e-05 1.03988e-05 2.8723e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.010739999999999998 -0.016569999999999994 -0.074124999999999983 0.11517000000000001 -0.097024999999999986 -0.37971999999999995 0.087555000000000008 -0.020859999999999997 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.23631000000000002 -0.5556049999999999 -0.082514999999999991 0.053330000000000009 -0.010834999999999999 0.089790000000000023 -1.0000000180025095e-35 0.088235000000000022 -0.0050599999999999994 0.053180000000000012 -1.0000000180025095e-35 0.17980000000000004 -0.16230499999999995 0.51388000000000011 0.088235000000000008 0.097985000000000017 0.087500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 6 -6 8 -8 -9 -3 12 -12 14 15 -14 19 18 -18 -16 21 22 23 -21 25 -23 27 28 29 -27
right_child=1 10 4 -5 5 -7 7 9 -10 -11 11 -13 13 -15 16 -17 17 -19 -20 20 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00014247597656239205 0.00016760763215383382 -6.5117360572912735e-05 4.4072032693348416e-05 -2.6102217405265118e-05 5.9587161488777317e-05 -0.00010786839469801635 -0.00013317158955032939 8.457025109064056e-05 7.2388106127618824e-06 -1.5053053298411338e-05 -6.8816275341776898e-05 0.00011703938478603959 -1.0617913176247384e-05 -6.0481901494352752e-05 8.8245446575456308e-05 0.00015587316092023686 0.00013803814453283502 -0.00017835885629954813 -7.1625304190092717e-05 -1.1829257186036558e-05 -0.00010268301814600516 -6.7102046337822694e-05 -9.7144134042537192e-05 0.00030704829008755042 5.3433435506378418e-05 -6.2675250416465204e-07 -5.8159375601399954e-05 6.5332045643892221e-05 -6.0874327768293118e-05 0.00011416014789243821
leaf_weight=22 21 20 33 23 26 20 20 21 20 37 27 20 20 23 25 20 21 22 20 25 30 25 24 20 39 2391 29 27 28 22
leaf_count=22 21 20 33 23 26 20 20 21 20 37 27 20 20 23 25 20 21 22 20 25 30 25 24 20 39 2391 29 27 28 22
internal_value=0 1.4447e-06 -1.88657e-05 -8.29961e-05 -2.5614e-06 -1.32482e-05 2.01309e-06 -1.32617e-05 -6.29664e-05 2.10175e-05 2.3225e-07 6.8956e-07 -1.30382e-07 5.29354e-07 1.03268e-06 7.26276e-05 -9.46365e-09 -3.90095e-05 3.57633e-05 9.05622e-07 8.47585e-08 1.25701e-06 5.09243e-05 0.000129894 -8.11507e-08 -9.08696e-07 -2.45967e-07 4.34539e-07 -2.83295e-07 4.19792e-07
internal_weight=0 2899 222 45 177 144 124 98 40 58 2878 2858 2838 2811 2788 40 2748 63 41 2685 2660 2630 69 45 2561 2522 2497 2468 2441 2413
internal_count=3121 2899 222 45 177 144 124 98 40 58 2878 2858 2838 2811 2788 40 2748 63 41 2685 2660 2630 69 45 2561 2522 2497 2468 2441 2413
is_linear=0
shrinkage=0.1


Tree=3397
num_leaves=31
num_cat=0
split_feature=156 475 157 1429 1372 133 13 2 12 156 157 157 1446 479 481 481 1447 50 132 130 50 4 4 1212 1456 15 403 52 402 51
split_gain=9.45313e-06 1.53649e-05 9.47932e-06 7.00009e-05 4.54915e-05 2.94252e-05 3.76162e-05 4.43886e-05 4.42068e-05 3.09236e-05 1.22667e-05 2.12156e-05 1.12422e-05 1.85354e-05 3.64419e-05 2.52974e-05 7.79721e-05 1.23639e-05 0.000199818 0.000222129 6.17187e-05 4.36105e-05 2.84339e-05 2.6523e-05 2.64212e-05 7.17178e-05 6.59993e-05 0.000141791 3.75428e-05 2.49021e-05
threshold=0.3248100000000001 0.13528000000000004 -0.087424999999999989 0.083960000000000021 -0.087494999999999976 0.085355000000000014 -0.085384999999999975 0.10402500000000002 0.089625000000000024 0.080810000000000007 -0.085474999999999982 -0.083699999999999983 -0.09143999999999998 0.10713500000000002 -0.15265499999999996 -0.086484999999999992 -0.085684999999999997 0.090630000000000016 -0.083284999999999984 1.0000000180025095e-35 0.089915000000000009 -0.080924999999999983 -0.15464999999999998 0.11796000000000001 0.085790000000000019 0.086195000000000008 -0.53960999999999981 0.08734500000000002 0.23460000000000003 -0.10316499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1 8 -8 -7 -6 -12 -13 14 -14 16 -16 20 -19 21 24 22 -20 -23 26 29 27 -17 -28 -26
right_child=-2 -3 4 -5 10 9 7 -9 -10 -11 11 12 13 -15 15 17 -18 18 19 -21 -22 23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.00014429803681692151 -6.3873043299004766e-05 8.5720961076384857e-05 0.00014128646159366801 -0.00019880665047821824 -5.5612873471452471e-05 -1.2744578204795043e-05 0.00013375552171964955 -0.00011659789719983978 -4.4396617389653473e-05 0.0001569072119915897 0.00010099371502292342 -7.4599003655748672e-05 -0.00011375073656511501 7.5145128357689833e-05 0.00022607466307817959 0.00027512450077875447 -1.7861781115195634e-05 0.0003019122971834251 2.8138757560165166e-05 -0.00031770368001335082 -0.00017389395134592808 7.4003968697423429e-06 0.00015017956715642608 -0.00010985626549448906 -7.6024613182475474e-05 -0.00020276204829012081 -8.3822551319042686e-07 -6.5732229015101561e-05 -0.0001266092177502287 5.9522827172203871e-05
leaf_weight=22 23 21 23 20 39 22 30 22 26 21 21 20 28 33 20 26 38 23 42 21 21 237 35 21 23 24 2139 23 24 33
leaf_count=22 23 21 23 20 39 22 30 22 26 21 21 20 28 33 20 26 38 23 42 21 21 237 35 21 23 24 2139 23 24 33
internal_value=0 4.74201e-07 -1.07593e-07 -2.35756e-05 1.20513e-06 9.32264e-07 -2.88136e-05 3.75897e-06 5.1042e-05 7.01086e-05 9.06835e-08 8.52408e-07 1.09573e-07 6.41117e-07 -2.4392e-07 9.11786e-07 6.62542e-05 -4.96038e-07 1.6246e-05 -2.20998e-06 -3.23933e-06 1.75672e-05 8.36119e-05 -2.14375e-06 -1.67574e-06 -5.81325e-05 3.66099e-07 0.000115131 -2.23374e-06 3.85156e-06
internal_weight=0 3098 3077 163 2914 143 100 78 56 43 2891 2852 2831 2811 2778 2750 58 2692 379 356 2313 335 77 258 2292 80 2212 49 2163 56
internal_count=3121 3098 3077 163 2914 143 100 78 56 43 2891 2852 2831 2811 2778 2750 58 2692 379 356 2313 335 77 258 2292 80 2212 49 2163 56
is_linear=0
shrinkage=0.1


Tree=3398
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 4 43 1203 50 133 42 130 40 10 0 0 33 51 1 1 131 16 45 13 1 1 1427 156 16 1 9
split_gain=9.13166e-06 4.98993e-05 1.94023e-05 1.43183e-05 1.16995e-05 1.08148e-05 1.4821e-05 1.19669e-05 1.33457e-05 1.49311e-05 8.01845e-06 1.99917e-05 8.20384e-06 4.90835e-05 4.76261e-05 1.88005e-05 1.87348e-05 9.18137e-06 2.38833e-05 2.25919e-05 4.67237e-05 1.68275e-05 1.50634e-05 1.43829e-05 2.05811e-05 1.43028e-05 1.81457e-05 2.50793e-05 1.15211e-05 1.26235e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.086254999999999984 -0.0051099999999999991 0.084375000000000019 0.09227500000000001 -0.45516499999999999 -0.018024999999999996 -0.23647499999999996 -0.23755499999999996 -0.011559999999999999 -0.10224499999999999 -0.087414999999999979 -1.0000000180025095e-35 0.087505000000000013 0.13756000000000004 0.13534000000000004 0.09172000000000001 -0.40995499999999996 0.094030000000000016 -0.041739999999999992 0.13265500000000002 0.12811000000000003 0.094435000000000005 0.3248100000000001 0.6352000000000001 0.12456000000000002 -0.036024999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 8 -7 -10 -3 -12 13 -13 -15 -14 -16 18 21 20 -19 23 -22 24 25 26 27 28 29 -17
right_child=1 10 -4 -5 5 7 -8 -9 9 -11 11 12 15 14 16 17 -18 19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.1630742771530308e-05 0.00015508540659322449 -6.2721865688217804e-05 -0.00010253446563729087 -8.7062836852661957e-05 -6.7963857509312221e-06 8.1343602020448694e-05 0.00011348706764346432 -6.7793139176804595e-05 -5.4494337312332522e-05 4.2534933213730633e-05 8.6458676674670579e-05 -0.00015303370176601068 8.2577251240374092e-05 0.00014370383298228264 -7.2824272679210448e-05 -7.7823111912169097e-05 4.5230091759549393e-05 0.00018399193175441941 -9.2755718079778109e-05 -5.5219641375436405e-05 5.6903851240079991e-05 -8.5051129965153381e-05 -5.3224800934043267e-05 7.4865612861266045e-05 -8.515075746150355e-05 8.1337359171646483e-05 -9.0064885179427543e-05 8.9109446906832101e-05 7.5582819677038073e-05 4.978660090704936e-08
leaf_weight=26 21 20 25 21 20 21 21 24 35 29 27 24 28 20 41 21 20 21 28 23 27 23 23 26 28 22 22 32 20 2382
leaf_count=26 21 20 25 21 20 21 21 24 35 29 27 24 28 20 41 21 20 21 28 23 27 23 23 26 28 22 22 32 20 2382
internal_value=0 1.49686e-06 -1.95468e-05 -9.01536e-06 2.97119e-07 1.10313e-05 5.48122e-05 -5.43677e-06 1.21697e-05 -1.05279e-05 3.76166e-07 8.17719e-07 9.3888e-10 -2.74279e-05 9.78868e-06 1.05744e-06 -3.41179e-05 2.11423e-07 -8.96925e-07 3.0915e-05 5.88178e-05 1.0154e-07 6.24467e-06 8.68682e-07 1.07336e-07 1.06261e-06 3.49632e-07 1.15986e-06 -1.66623e-09 -6.30751e-07
internal_weight=0 2899 222 197 176 150 41 109 85 64 2878 2858 2831 105 81 2726 61 2698 2604 94 71 2576 50 2553 2527 2499 2477 2455 2423 2403
internal_count=3121 2899 222 197 176 150 41 109 85 64 2878 2858 2831 105 81 2726 61 2698 2604 94 71 2576 50 2553 2527 2499 2477 2455 2423 2403
is_linear=0
shrinkage=0.1


Tree=3399
num_leaves=31
num_cat=0
split_feature=12 4 10 1 0 1 33 132 1185 43 12 1 0 130 1213 11 51 11 157 16 11 14 160 14 11 11 14 14 147 147
split_gain=8.20652e-06 1.9089e-05 1.23898e-05 4.10643e-05 3.09274e-05 2.06185e-05 1.83423e-05 8.01472e-06 4.02934e-05 1.70891e-05 1.44516e-05 1.06073e-05 1.34899e-05 2.08538e-05 1.16189e-05 9.15008e-06 4.23764e-05 2.36229e-05 1.19856e-05 1.92107e-05 2.99675e-05 1.86083e-05 3.9579e-05 3.35667e-05 1.49517e-05 2.3849e-05 3.11443e-05 2.61332e-05 2.59152e-05 1.83789e-05
threshold=0.23631000000000002 0.63113500000000011 -0.011559999999999999 0.093400000000000025 -0.094299999999999981 0.13559000000000002 -1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 -0.010739999999999998 0.087385000000000004 0.089625000000000024 -0.073309999999999986 0.10923000000000001 0.085435000000000025 0.094350000000000003 -0.057604999999999996 0.088710000000000011 0.41580000000000006 0.63167000000000006 0.086595000000000019 -0.31455999999999995 -0.067824999999999983 -0.087574999999999986 0.081365000000000007 0.076920000000000002 0.076975000000000002 0.078235000000000013 0.099730000000000027 0.093875000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4 9 -9 10 -8 12 13 14 -11 17 -17 18 19 20 21 22 -10 -23 25 27 -27 28 29 -25
right_child=-2 -3 6 4 5 -7 7 8 15 11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00015918971489771225 -5.9512690701091708e-05 8.2635931799554139e-05 8.2916351311723707e-05 0.00010564521107880864 1.2458200570628314e-05 -0.00010510532111556342 -1.7805971994834101e-05 0.00013957685802043195 -6.3941026235477552e-06 5.7400545600018614e-05 -0.00013117374406151197 -5.0725516724158199e-05 7.8839889908482769e-05 -7.3467953916406267e-05 -1.9034428336257211e-05 0.00013313789400870991 -3.1628768408916441e-05 -9.5233378781883342e-05 6.6840332173914816e-05 -7.4805199994229686e-05 0.00011706924203529277 -0.00010321646359443549 0.00016549001750155144 4.8680261730458903e-07 -6.8033324191674188e-05 -8.4732023622010555e-06 0.00015795249387751524 -7.7844659485996339e-05 8.7495354722812093e-05 -8.5727252973356375e-05
leaf_weight=21 23 28 27 20 35 26 23 21 37 43 22 38 23 32 37 27 37 26 27 34 22 32 21 2260 32 23 22 43 34 25
leaf_count=21 23 28 27 20 35 26 23 21 37 43 22 38 23 32 37 27 37 26 27 34 22 32 21 2260 32 23 22 43 34 25
internal_value=0 4.41824e-07 -3.07829e-07 -3.45763e-05 -2.2691e-06 -3.76508e-05 8.6986e-07 1.16629e-07 1.5937e-06 -1.83332e-05 -7.32302e-05 -4.05362e-06 9.08365e-06 -5.24129e-06 2.20494e-05 5.21291e-07 3.78822e-05 -3.85114e-07 5.59011e-07 -1.33289e-07 8.61946e-07 -1.48952e-07 5.58398e-05 -1.46314e-06 -1.28118e-07 7.74651e-07 7.28905e-05 -5.99274e-07 8.33046e-07 -4.56458e-07
internal_weight=0 3098 3070 102 81 61 2968 2941 2723 218 45 173 135 112 80 2702 64 2638 2612 2585 2551 2529 58 2471 2439 2407 45 2362 2319 2285
internal_count=3121 3098 3070 102 81 61 2968 2941 2723 218 45 173 135 112 80 2702 64 2638 2612 2585 2551 2529 58 2471 2439 2407 45 2362 2319 2285
is_linear=0
shrinkage=0.1


Tree=3400
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 13 400 130 130 40 120 15 12 148 147 147 46 46 2 2 3 2 2 43 157 16 0 133 16 15
split_gain=8.55109e-06 0.000247769 0.000138779 4.86244e-05 7.54809e-06 1.85926e-05 1.81636e-05 1.04854e-05 9.80102e-06 1.58505e-05 1.07118e-05 9.12813e-06 9.38993e-06 2.5495e-05 1.49865e-05 2.41784e-05 1.10911e-05 1.78926e-05 1.2996e-05 9.148e-05 9.48841e-05 6.41421e-05 5.65515e-05 4.90347e-05 4.63337e-05 2.87303e-05 2.3954e-05 2.35169e-05 1.92141e-05 2.38412e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.016569999999999994 -0.0065549999999999992 -0.079519999999999993 0.088525000000000006 -0.23123999999999997 -0.24290999999999999 0.091385000000000008 0.19724500000000003 0.12757000000000002 0.099425000000000013 0.097985000000000017 0.092070000000000013 0.10562000000000001 0.083550000000000013 0.10584500000000001 0.10912000000000001 -0.012304999999999998 0.11018500000000002 0.10444500000000002 -0.08756499999999999 -0.0036449999999999994 0.6352000000000001 -0.23091999999999999 0.12599500000000005 0.51026500000000008 -0.07490999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 -4 -7 -6 -10 11 12 13 14 15 16 17 18 22 20 23 -21 26 -20 -24 27 -11 28 29 -23
right_child=2 -3 4 -5 8 7 -8 -9 9 10 -12 -13 -14 -15 -16 -17 -18 -19 19 21 -22 25 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.0252551991664845e-06 -0.00025164392864098775 0.00034566058230189986 0.00014225626115538554 -0.00016342498104677362 6.6020065060001801e-05 2.4915847838942514e-05 1.6102454486826902e-05 -7.0614987271255822e-05 -8.9692131596166304e-05 9.4810170636404876e-05 6.9153518506936964e-05 5.3047999412111468e-05 -5.0238645893002225e-05 0.00010401560088528482 -7.2002661023968059e-05 9.3220837987717932e-05 6.8793685932178058e-05 -9.2308094661513516e-05 -0.00017728561229887418 0.00017714971720124596 -0.00029641393865902153 1.9576408713263517e-05 6.5723342413548388e-06 1.4485231349681272e-05 0.000216876087473462 -9.1568859200682107e-05 -1.8153255327986874e-06 -8.6362316090214479e-05 7.4115002225880753e-05 -3.9217059907951261e-05
leaf_weight=178 22 21 21 20 22 27 25 20 20 26 22 31 39 23 30 27 22 22 20 20 21 213 20 40 22 36 1941 28 40 102
leaf_count=178 22 21 21 20 22 27 25 20 20 26 22 31 39 23 30 27 22 22 20 20 21 213 20 40 22 36 1941 28 40 102
internal_value=0 1.90542e-05 -1.43793e-06 -1.55859e-05 4.73368e-07 2.84986e-05 7.36944e-05 -1.57356e-05 -4.61812e-07 -9.90782e-07 -3.44506e-07 -9.06003e-07 -1.52732e-06 -8.11243e-07 -1.72798e-06 -9.17118e-07 -1.90496e-06 -2.51467e-06 -1.73355e-06 -1.58238e-05 -0.000113469 2.19272e-06 1.91351e-06 -4.94384e-05 0.000116731 -6.15845e-06 -5.3812e-07 1.86969e-06 8.82883e-06 5.38524e-07
internal_weight=0 219 2902 198 2880 93 46 47 2787 2765 2745 2723 2692 2653 2630 2600 2573 2551 2529 520 81 439 2009 60 42 419 1967 383 355 315
internal_count=3121 219 2902 198 2880 93 46 47 2787 2765 2745 2723 2692 2653 2630 2600 2573 2551 2529 520 81 439 2009 60 42 419 1967 383 355 315
is_linear=0
shrinkage=0.1


Tree=3401
num_leaves=31
num_cat=0
split_feature=1211 43 1212 1211 1203 132 394 130 133 402 16 1210 129 15 1213 1447 403 1208 1210 15 131 42 1447 480 1447 12 12 16 42 1
split_gain=8.03295e-06 2.34335e-05 1.43297e-05 1.33008e-05 1.55268e-05 4.2304e-05 1.41867e-05 2.59912e-05 1.03818e-05 1.03211e-05 2.63509e-05 1.6804e-05 9.78423e-06 1.04022e-05 4.06893e-05 4.27666e-05 4.96945e-05 5.83096e-05 6.14521e-05 3.82622e-05 2.75495e-05 0.000101525 7.1704e-05 2.68962e-05 4.05851e-05 2.95151e-05 4.51421e-05 3.30646e-05 6.12384e-05 4.65051e-05
threshold=0.11716500000000001 0.062770000000000006 0.13613500000000003 0.11048500000000001 0.088820000000000024 -0.081684999999999994 0.0041850000000000004 -0.095314999999999983 -0.0084449999999999994 -0.45454999999999995 -0.07550999999999998 0.26755500000000004 0.11424000000000001 0.087575000000000014 0.060985000000000004 -0.085709999999999995 -0.54856499999999986 0.10233500000000001 -0.064799999999999983 0.087065000000000017 0.08956500000000002 0.090545000000000014 1.0000000180025095e-35 0.088120000000000018 -0.082229999999999984 0.090345000000000023 0.089150000000000021 -0.065999999999999989 0.10502000000000002 0.090130000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 9 -8 -7 10 -1 12 13 19 15 -15 -17 18 -18 -11 22 -22 23 24 -20 26 -26 28 29 -27
right_child=1 -3 -4 -5 5 8 7 -9 -10 11 -12 -13 -14 14 -16 16 17 -19 20 -21 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-3.4408972060191447e-05 9.0364681355739859e-05 -4.6813359929274157e-05 -7.7634385525016122e-05 7.5698003923247123e-05 -0.0001511346129118465 6.5472870992380202e-05 -1.7538299791089357e-05 0.00011634592911236567 -3.5198083025447673e-05 -1.6683063202549419e-06 0.00012418837630486285 -9.0393421357605681e-05 -6.4187867388909586e-05 0.00011594033527547834 0.00012331960355250858 -0.0001286570129289838 -0.00012851928668429277 0.00017329329639323988 0.00013820400176336989 -0.0001172875017800834 -0.0001913685773290906 7.5591699087767508e-05 0.00019860734138914965 -9.613970684333016e-05 1.4223405342222422e-06 0.00018282438064819541 -0.00013619649539274784 -1.452473910556937e-05 -7.7312164648901671e-05 9.7738361849527184e-06
leaf_weight=20 33 20 24 23 25 20 29 29 21 2200 22 21 24 33 31 29 35 20 25 29 28 29 21 23 116 44 30 73 20 24
leaf_count=20 33 20 24 23 25 20 29 29 21 2200 22 21 24 33 31 29 35 20 25 29 28 29 21 23 116 44 30 73 20 24
internal_value=0 3.85994e-05 -6.66814e-07 -5.99741e-08 -6.36748e-07 -4.86071e-05 4.34671e-07 4.94038e-05 1.39097e-05 -5.45726e-07 4.86658e-05 -1.26968e-06 -6.0927e-07 -6.62501e-08 1.1851e-05 5.56826e-06 -1.47677e-06 6.08107e-06 -1.06475e-06 -3.17255e-06 9.23758e-06 -5.55467e-05 1.90586e-05 8.43741e-06 1.56822e-05 5.70486e-06 -2.68555e-05 3.52316e-05 7.65068e-05 0.000121748
internal_weight=0 53 3068 3044 3021 66 2955 58 41 2897 42 2855 2834 2810 581 550 517 488 468 2229 433 57 376 355 332 307 146 161 88 68
internal_count=3121 53 3068 3044 3021 66 2955 58 41 2897 42 2855 2834 2810 581 550 517 488 468 2229 433 57 376 355 332 307 146 161 88 68
is_linear=0
shrinkage=0.1


Tree=3402
num_leaves=31
num_cat=0
split_feature=132 1211 394 15 4 43 42 132 12 1203 129 0 0 0 42 1210 0 0 16 1209 401 402 1212 1213 2 401 160 43 52 43
split_gain=7.87056e-06 0.000232354 0.0001265 1.98817e-05 1.09593e-05 2.16688e-05 1.36642e-05 1.4592e-05 2.56008e-05 1.79522e-05 9.16003e-06 8.49189e-06 3.99744e-05 6.45773e-05 6.27656e-05 5.17126e-05 2.73599e-05 7.57915e-05 5.93218e-05 4.51123e-05 2.77019e-05 6.76514e-05 4.90889e-05 5.71145e-05 3.89983e-05 3.353e-05 2.66198e-05 2.5479e-05 6.70574e-05 2.42852e-05
threshold=-0.083284999999999984 0.085535000000000014 0.12358500000000001 0.092400000000000024 -0.086254999999999984 -0.0095349999999999983 -0.074124999999999983 -0.41127499999999995 0.087445000000000009 0.084030000000000007 -0.082304999999999975 -0.084509999999999988 -0.084044999999999995 -0.083804999999999977 0.087405000000000024 -0.41266499999999995 -0.085544999999999982 -0.085754999999999984 -0.085254999999999984 0.087355000000000002 0.10711000000000001 0.10401000000000001 -0.08867499999999999 -0.08786999999999999 0.083795000000000022 0.089045000000000013 -0.069549999999999987 0.084740000000000024 0.084735000000000019 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 -1 -6 -7 -8 -9 -10 -2 16 14 -14 -13 -15 17 19 -18 20 21 22 -12 -24 -23 27 -20 29 -29 -25
right_child=2 -3 -4 -5 5 6 7 8 9 -11 11 12 13 15 -16 -17 18 -19 26 -21 -22 24 23 25 -26 -27 -28 28 -30 -31
leaf_value=-6.5134920392514092e-05 5.6277941245031708e-05 0.00034319118847633948 -0.0002520074142375961 -9.7762306599179303e-05 0.00010184688470049185 5.7088735523463519e-05 2.4175332957663791e-05 3.3964511253130199e-05 -0.00016153343286449937 -3.0628160466221744e-05 0.00014380949464596241 -5.8658400890775601e-06 -0.00016432666920793607 0.00016033715413262448 0.00022976827614911598 2.2995711925386601e-06 -0.0002113575473049423 0.00017004281142726541 -7.5228423864043899e-05 -0.00013617365654611675 9.1861821753506476e-05 -0.00023152648603172568 -0.00017124631725891961 -1.174722334067959e-06 -3.6411740871872532e-05 0.00012150248737518931 4.9113821737454139e-05 9.4532359410442365e-06 -0.00017032746109180152 9.3402961543428577e-05
leaf_weight=24 29 20 20 25 21 26 39 22 22 20 23 26 23 21 20 1474 20 25 36 26 30 20 20 894 21 22 33 59 32 28
leaf_count=24 29 20 20 25 21 26 39 22 22 20 23 26 23 21 20 1474 20 25 36 26 30 20 20 894 21 22 33 59 32 28
internal_value=0 1.82803e-05 -1.37953e-06 -1.43741e-05 -2.39303e-06 7.64567e-06 -7.68941e-06 -2.40412e-05 -5.34231e-05 -9.91976e-05 3.59734e-07 -2.0866e-07 4.74424e-06 1.96122e-06 9.65838e-05 4.5195e-06 -6.21823e-06 -2.25056e-06 -5.97148e-05 -5.91638e-06 -2.96887e-06 -5.51125e-06 -7.16057e-07 -3.86685e-06 -0.00013159 -6.32466e-07 -1.57604e-05 -3.28495e-06 -5.37663e-05 1.69748e-06
internal_weight=0 219 2902 199 174 150 129 103 64 42 2882 2853 1564 1518 46 1495 1289 1200 89 1175 1149 1119 1078 1055 41 1035 69 1013 91 922
internal_count=3121 219 2902 199 174 150 129 103 64 42 2882 2853 1564 1518 46 1495 1289 1200 89 1175 1149 1119 1078 1055 41 1035 69 1013 91 922
is_linear=0
shrinkage=0.1


Tree=3403
num_leaves=31
num_cat=0
split_feature=132 1185 1203 120 12 10 16 16 15 9 9 34 10 11 51 11 1420 157 0 0 12 0 3 41 41 2 46 13 159 49
split_gain=8.07584e-06 4.91075e-05 1.8916e-05 7.92003e-06 2.23528e-05 9.85923e-06 4.30271e-05 7.06957e-05 1.48346e-05 1.42689e-05 1.91555e-05 1.02597e-05 1.82135e-05 8.36914e-06 4.74124e-05 1.94321e-05 1.15964e-05 1.8263e-05 1.24447e-05 2.55381e-05 1.79197e-05 1.4307e-05 1.45843e-05 2.11632e-05 2.27216e-05 1.53806e-05 1.36592e-05 1.52261e-05 6.18973e-05 0.000128783
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.093680000000000013 0.22926500000000002 -0.011559999999999999 -0.056919999999999991 -0.088159999999999988 -0.26481999999999994 0.08925000000000001 0.10629500000000001 -0.097449999999999981 0.046740000000000011 0.094350000000000003 -0.057604999999999996 0.088710000000000011 -0.086449999999999985 -0.5188649999999998 0.12500000000000003 0.10455500000000001 0.091200000000000017 0.056435000000000006 -0.16726499999999997 0.088180000000000008 0.081235000000000016 0.15361500000000003 0.084955000000000017 -0.17933499999999997 0.085240000000000024 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 -3 11 -11 -7 13 15 -15 16 -13 -18 19 21 -20 22 -19 24 25 26 27 28 29 -24
right_child=1 3 -4 -5 -6 9 -8 -9 -10 10 -12 12 -14 14 -16 -17 17 18 20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.5202532858990404e-06 0.00015377275177299801 -7.9971384257078166e-05 -9.6828582496123603e-05 -5.8150422979530928e-05 0.00010117617042520908 7.160705172282178e-05 6.6603382174434961e-05 -0.00023266359821718654 2.917373221311154e-05 0.00012639803833389168 -1.0347619900130667e-05 7.4559574880238101e-05 -8.7005798165288675e-05 0.00015211416186337542 -3.9837408832916541e-05 -8.8038774789310996e-05 -9.5239988004323104e-05 7.4471551264510859e-05 -1.0364389820625225e-05 -9.0626055645125534e-05 9.5516526286673717e-05 8.0991528375307101e-05 5.4994943556349348e-05 -8.0356610101951071e-05 0.00010641805296472741 -7.4294009079624507e-05 6.8466898652520201e-05 9.8486497893627221e-07 5.5304224451901975e-05 -0.00027996369632698283
leaf_weight=195 21 20 27 23 22 20 32 20 33 21 20 21 24 22 31 25 20 26 31 31 33 22 22 33 20 28 29 2189 36 24
leaf_count=195 21 20 27 23 22 20 32 20 33 21 20 21 24 22 31 25 20 26 31 31 33 22 22 33 20 28 29 2189 36 24
internal_value=0 1.40767e-06 -1.83821e-05 2.95899e-07 7.66745e-07 -1.29962e-08 -3.00825e-05 -7.24653e-05 -1.20131e-05 1.14437e-06 5.96928e-05 2.50999e-07 -2.84105e-07 5.03379e-07 3.98406e-05 -3.01591e-07 5.53547e-07 -5.73514e-08 6.96869e-07 -4.35712e-07 4.42305e-05 7.15338e-07 -1.83869e-08 -8.31801e-07 2.85882e-07 -6.25907e-07 2.70922e-07 -5.9992e-07 -4.29059e-05 -0.000119766
internal_weight=0 2899 222 2878 2855 2833 105 73 53 2728 41 2687 2667 2643 53 2590 2565 2544 2524 2460 64 2429 2407 2381 2348 2328 2300 2271 82 46
internal_count=3121 2899 222 2878 2855 2833 105 73 53 2728 41 2687 2667 2643 53 2590 2565 2544 2524 2460 64 2429 2407 2381 2348 2328 2300 2271 82 46
is_linear=0
shrinkage=0.1


Tree=3404
num_leaves=31
num_cat=0
split_feature=33 3 3 2 47 15 13 4 1 151 157 13 1 1 2 16 48 160 147 14 2 0 16 33 15 4 3 16 1 1
split_gain=8.27192e-06 8.43288e-06 3.63846e-05 3.53373e-05 8.44177e-05 8.76683e-05 0.000148724 8.34194e-05 4.01144e-05 5.43915e-05 4.56613e-05 3.34326e-05 2.51896e-05 6.71401e-05 4.33785e-05 8.00195e-05 3.49641e-05 3.41982e-05 2.07555e-05 2.61147e-05 2.24893e-05 2.40501e-05 2.23346e-05 1.98425e-05 1.62444e-05 2.32965e-05 1.47361e-05 2.08008e-05 1.63411e-05 1.64671e-05
threshold=-0.009184999999999997 -0.0049599999999999991 -0.0080949999999999998 0.092480000000000021 0.094160000000000008 -0.10324499999999999 -0.085584999999999981 0.038415000000000012 0.086105000000000015 -0.0096649999999999982 -0.0045449999999999996 -0.16152999999999998 0.10205500000000002 0.096125000000000016 0.11215000000000001 -0.078844999999999985 0.084485000000000018 0.069910000000000014 0.096620000000000011 -0.41348999999999997 0.11682500000000001 -0.13027499999999997 -0.11118499999999999 0.085305000000000006 -0.03241999999999999 -0.35136499999999998 -0.017889999999999996 -0.0019699999999999995 0.13968000000000003 0.10254500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 5 6 -3 8 10 -10 -7 -2 13 16 15 -14 24 18 19 -16 -21 -22 -23 26 -5 -26 28 -28 29 -13
right_child=1 3 -4 12 -6 7 -8 -9 9 -11 -12 23 14 -15 17 -17 -18 -19 -20 20 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-5.1398987219023006e-05 -0.00012064918587582172 8.2738624068615205e-05 -0.00011142985137363819 0.00011011000646249159 0.00019120836745556023 6.6365679681655907e-05 -0.00024340156097454825 0.00025199286546921939 -2.5729436247670296e-05 0.00018181342711613981 -0.00013554770800207433 2.0734222369806572e-06 -3.7835489499792899e-05 -0.00019110308405652178 -6.5908132451113492e-05 0.00023506932318882306 -0.00010226644511966209 -0.00013288903306602151 -7.8141845663664688e-05 0.0001228384623391321 -3.1942717439104693e-05 0.00014766706575755964 1.4489333432934742e-05 -9.6315354589716586e-05 7.7422735012078198e-05 -7.3381111447122833e-05 7.2195414514736157e-06 0.00010546365909931411 8.181559530839877e-05 -2.3245816125882829e-05
leaf_weight=31 23 27 30 20 33 21 29 20 23 28 24 2034 21 25 30 22 26 20 26 25 51 20 34 21 20 21 66 32 24 294
leaf_count=31 23 27 30 20 33 21 29 20 23 28 24 2034 21 25 30 22 26 20 26 25 51 20 34 21 20 21 66 32 24 294
internal_value=0 5.15651e-07 -1.95819e-06 1.15474e-05 4.47052e-05 1.6597e-05 -8.61554e-05 6.62016e-05 2.74951e-05 8.82157e-05 -4.13215e-05 -6.41372e-07 -7.28178e-06 -4.66683e-05 1.04343e-05 0.00010179 -5.16409e-06 -8.6352e-06 4.72543e-06 1.81914e-05 3.75989e-05 1.73038e-05 6.38144e-05 4.75657e-07 3.62238e-05 1.8174e-07 1.30529e-06 3.92993e-05 -2.77787e-07 -1.12411e-06
internal_weight=0 3090 2524 566 205 172 56 116 96 51 45 2494 361 112 249 43 87 206 186 160 130 105 54 2471 61 41 2450 98 2352 2328
internal_count=3121 3090 2524 566 205 172 56 116 96 51 45 2494 361 112 249 43 87 206 186 160 130 105 54 2471 61 41 2450 98 2352 2328
is_linear=0
shrinkage=0.1


Tree=3405
num_leaves=31
num_cat=0
split_feature=47 47 47 47 9 12 9 394 12 44 1456 47 13 1 52 484 0 0 15 34 9 1 96 2 1426 1426 1428 3 1428 1
split_gain=8.48635e-06 0.00010461 6.88327e-05 1.62812e-05 1.53232e-05 5.77417e-05 5.43019e-05 1.25371e-05 1.2222e-05 1.30665e-05 3.10122e-05 1.21246e-05 1.33676e-05 2.58923e-05 4.26209e-05 2.19361e-05 1.52526e-05 1.51059e-05 1.34601e-05 1.19332e-05 2.07838e-05 1.1045e-05 1.096e-05 1.47824e-05 1.05131e-05 2.19484e-05 1.55806e-05 1.58584e-05 3.00742e-05 2.52821e-05
threshold=0.094460000000000002 0.096770000000000009 0.091680000000000011 0.089640000000000011 0.092235000000000011 -0.010834999999999999 0.086220000000000005 0.15288500000000002 -0.096104999999999982 0.099360000000000018 -0.077349999999999988 0.10254000000000001 -0.07743499999999999 0.107145 -1.0000000180025095e-35 -0.075319999999999984 -0.062294999999999996 -0.090644999999999989 -0.093959999999999988 -0.097449999999999981 -0.090799999999999978 0.15799000000000005 0.083725000000000008 -0.0050599999999999994 -0.10090499999999998 -0.052649999999999995 0.092095000000000024 -0.24210499999999999 -0.071779999999999997 0.10337500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 19 -3 10 -10 -12 15 14 -14 -13 18 -17 -15 -1 -21 22 23 -22 -25 -26 27 29 -29 -27
right_child=1 8 -4 -5 5 -7 -8 -9 9 -11 11 12 13 16 -16 17 -18 -19 -20 20 21 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=7.3566058699725548e-05 -0.00022585778520310256 7.1838511642206208e-05 0.00017794942961534783 -7.8394086841189372e-05 7.3985632029472911e-05 -0.00014221636508106412 0.00016630108482786456 6.8710775128608839e-05 0.00011718396526703146 -7.9541591069507632e-05 4.2806156820793029e-05 -7.1353388955772273e-05 -8.3232039917045501e-06 8.9281871028519671e-05 -0.00019520142407639904 -7.6415168374902961e-06 -6.0999278243148841e-05 0.00010139478049327241 -1.796685486442584e-05 -9.113457416333405e-05 -6.6445472866154685e-05 6.4107034726206355e-05 5.5392822915954246e-05 7.2149615298258148e-05 -8.8680483999529065e-05 0.00012849709358609592 8.0536781721699907e-05 -0.00011791693872179497 -4.5710972186640691e-07 -2.1747057741907027e-05
leaf_weight=22 22 22 22 26 21 30 20 27 21 22 37 21 26 22 23 24 28 27 25 25 34 27 35 20 28 24 24 22 2373 21
leaf_count=22 22 22 22 26 21 30 20 27 21 22 37 21 26 22 23 24 28 27 25 25 34 27 35 20 28 24 24 22 2373 21
internal_value=0 -1.54275e-05 1.76252e-06 3.67731e-07 1.11158e-06 -5.3192e-05 2.13655e-06 9.12357e-07 1.07647e-07 -5.61003e-06 7.9349e-07 -9.69664e-06 -1.96079e-05 -3.9508e-05 -9.60416e-05 1.46645e-05 -2.57267e-06 5.00836e-05 3.22347e-05 2.22882e-07 -3.89936e-07 4.79932e-07 -1.85675e-07 -9.49716e-07 -6.32287e-08 -6.42786e-07 3.57642e-07 -4.31005e-07 -1.53607e-06 5.83832e-05
internal_weight=0 320 2801 2779 2753 51 2702 2682 298 276 254 233 196 124 49 72 75 51 47 2655 2633 2608 2581 2546 2512 2492 2464 2440 2395 45
internal_count=3121 320 2801 2779 2753 51 2702 2682 298 276 254 233 196 124 49 72 75 51 47 2655 2633 2608 2581 2546 2512 2492 2464 2440 2395 45
is_linear=0
shrinkage=0.1


Tree=3406
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 52 12 33 34 9 4 399 130 130 4 4 11 1 40 1 3 3 131 123 3 160 0 4 4 3
split_gain=8.08047e-06 0.000225023 0.000123495 3.64265e-05 8.95437e-06 1.00349e-05 1.16611e-05 8.1219e-06 8.78035e-06 1.74924e-05 2.91156e-05 7.18995e-06 1.46576e-05 9.20634e-06 1.61718e-05 1.55434e-05 1.67557e-05 8.65531e-06 1.7261e-05 1.27667e-05 9.14399e-06 6.66658e-05 2.00514e-05 1.93174e-05 3.2971e-05 5.19486e-05 4.86062e-05 7.21218e-05 0.000107221 0.000103415
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.090645000000000017 0.089210000000000025 -0.009184999999999997 -0.112215 0.088235000000000022 0.42642000000000008 -0.065739999999999979 0.084685000000000024 -0.23123999999999997 0.62931500000000018 0.53859500000000016 -1.0000000180025095e-35 0.14627000000000004 -1.0000000180025095e-35 0.13968000000000003 -0.042499999999999989 -0.053259999999999995 0.088315000000000018 0.084660000000000013 0.088060000000000013 0.11055500000000001 -0.23001499999999997 0.053180000000000012 -0.0057249999999999992 -0.0080949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -4 -9 11 -11 12 -10 -13 15 16 -15 19 -19 20 21 -18 23 24 26 -26 -22 28 -28 -29
right_child=2 -3 7 -5 -6 -7 -8 8 9 10 -12 13 -14 14 -16 -17 17 18 -20 -21 22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-4.9147787393621913e-06 -0.00023742482920748777 0.00031442960263002137 -5.0504230251047581e-05 -0.00014408715753233992 5.9610919284057758e-05 3.714235676203056e-05 -7.5407384440495664e-05 -6.1971383812223479e-05 -3.0302406147794415e-05 0.00015345416653872237 -4.521246858400575e-06 6.5614825039769385e-05 7.226371909430447e-05 -8.9895865080994299e-05 -7.6456190384176036e-05 6.7120475561001949e-05 -1.2301704548360097e-06 1.5232709207339214e-05 -0.00010480550215857955 7.1685708302538843e-05 0.0001974285956384847 -0.00016242453811383503 8.1191130280594258e-05 -3.1546362765974994e-05 7.7039289788167921e-06 -0.00014953518567262624 2.2661658368787204e-05 7.4321284080811198e-05 0.00027757859522916121 -0.00024340903721167706
leaf_weight=88 22 23 31 20 21 35 32 22 22 20 28 21 38 21 28 34 1944 25 23 25 20 26 38 109 243 23 77 21 21 20
leaf_count=88 22 23 31 20 21 35 32 22 22 20 28 21 38 21 28 34 1944 25 23 25 20 26 38 109 243 23 77 21 21 20
internal_value=0 1.85224e-05 -1.39781e-06 -1.62014e-05 -1.66889e-06 -9.97132e-06 -2.37128e-05 4.05178e-07 9.59124e-07 1.44886e-06 6.13018e-05 4.1505e-07 3.46561e-05 -3.40546e-07 -8.53912e-07 -6.10791e-08 -9.27609e-07 -2.13141e-07 -4.22856e-05 5.73566e-07 -1.25806e-07 -3.35761e-06 1.10047e-05 6.01017e-06 1.56423e-05 -5.89193e-06 5.16682e-05 3.06954e-05 7.72867e-05 -8.06691e-05
internal_weight=0 219 2902 196 176 155 120 2880 2849 2827 48 2779 60 2719 2698 2670 2636 2615 48 2567 2542 1970 572 534 425 266 159 139 98 41
internal_count=3121 219 2902 196 176 155 120 2880 2849 2827 48 2779 60 2719 2698 2670 2636 2615 48 2567 2542 1970 572 534 425 266 159 139 98 41
is_linear=0
shrinkage=0.1


Tree=3407
num_leaves=31
num_cat=0
split_feature=130 10 0 40 40 40 0 10 4 33 31 40 2 40 15 3 3 2 3 0 151 2 475 0 48 2 16 158 15 52
split_gain=8.72887e-06 2.28463e-05 3.23944e-05 1.85353e-05 1.59095e-05 3.15201e-05 1.92122e-05 1.05392e-05 0.000106621 1.85103e-05 1.25354e-05 1.75535e-05 3.60775e-05 2.64651e-05 2.59191e-05 1.19697e-05 7.73042e-05 4.54242e-05 7.56437e-05 2.09065e-05 3.19671e-05 3.85802e-05 2.14724e-05 4.5769e-05 2.14859e-05 5.04404e-05 3.55909e-05 2.93184e-05 3.76931e-05 3.22674e-05
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 -0.085734999999999992 -0.08440499999999998 -0.060129999999999996 -0.011559999999999999 0.053180000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.07632499999999999 0.092875000000000013 -0.072504999999999986 -0.11345499999999999 -0.0049599999999999991 -0.0096849999999999974 0.082850000000000021 0.090900000000000009 -0.23051499999999997 -0.086654999999999982 0.10402500000000002 -0.024084999999999999 0.047850000000000011 0.087555000000000008 0.11177500000000001 -0.083134999999999987 0.084905000000000022 1.0000000180025095e-35 -0.063789999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 -5 8 -7 -9 -11 12 -12 -13 -14 16 -15 18 -17 20 -19 -22 -21 24 27 -26 -27 28 29 -24
right_child=1 3 -4 4 5 7 -8 9 -10 10 11 13 14 15 -16 17 -18 19 -20 22 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-6.585185848052788e-05 -1.2168553630111828e-05 -9.4194569880658369e-05 0.00016566043270358933 5.8880694976121755e-06 -0.000123020975401492 -0.00019985832170641514 0.00012289167536199902 9.0146148558351751e-05 6.8964248389925665e-05 -6.4225531774961077e-05 0.00016372341982787478 -0.00011510952434036881 7.974619038577658e-05 -7.0608722235323553e-07 -6.4366747868077186e-05 0.00025486778511549349 -0.00018495583573657434 5.7096764170897334e-05 -1.687227444823033e-05 -3.0362714246818901e-05 5.2732633402905401e-08 -0.00014456837701020829 -0.000141496633037722 0.00016393273108405992 0.00018382302223471925 -9.0786830911714468e-05 7.5521900186187511e-05 0.00010442231301567517 7.5187644634516567e-05 -1.2129867212149526e-05
leaf_weight=20 21 21 20 36 21 25 23 23 36 30 20 20 24 2291 26 20 23 28 21 69 39 35 31 24 23 22 31 20 27 51
leaf_count=20 21 21 20 36 21 25 23 23 36 30 20 20 24 2291 26 20 23 28 21 69 39 35 31 24 23 22 31 20 27 51
internal_value=0 4.24719e-07 7.45773e-05 -5.68828e-07 7.81411e-08 -9.39936e-07 5.14996e-05 -7.35274e-08 -4.12089e-05 7.92332e-07 7.75012e-08 7.55565e-07 5.0212e-05 -4.91985e-07 4.80746e-06 3.40084e-07 -2.53744e-06 1.54389e-05 0.000115684 5.16381e-06 -3.3913e-05 -6.83491e-05 1.85391e-05 3.32737e-05 1.7977e-05 6.01552e-05 6.48809e-06 -6.87214e-06 -2.72931e-05 -6.10368e-05
internal_weight=0 3101 41 3060 3039 2980 59 2959 61 2898 2875 2845 70 2775 50 2755 2314 441 41 400 102 74 298 229 205 76 53 129 109 82
internal_count=3121 3101 41 3060 3039 2980 59 2959 61 2898 2875 2845 70 2775 50 2755 2314 441 41 400 102 74 298 229 205 76 53 129 109 82
is_linear=0
shrinkage=0.1


Tree=3408
num_leaves=31
num_cat=0
split_feature=10 0 11 9 16 2 1 34 16 147 1 148 483 479 481 15 15 133 15 0 16 1208 1208 12 403 15 402 1212 15 43
split_gain=8.07521e-06 5.7725e-05 2.11865e-05 2.11276e-05 1.22243e-05 1.09292e-05 0.000105583 4.93518e-05 1.10695e-05 8.27694e-06 4.64663e-05 2.51933e-05 8.28153e-06 1.03995e-05 1.57399e-05 9.79755e-06 2.44152e-05 3.23247e-05 2.41369e-05 5.32491e-05 2.38723e-05 1.54266e-05 2.628e-05 0.000106739 1.52277e-05 6.94572e-05 1.75194e-05 1.90662e-05 3.32898e-05 4.06126e-05
threshold=0.053330000000000009 -0.079829999999999998 -1.0000000180025095e-35 0.091905000000000014 -0.008069999999999999 -0.0050599999999999994 0.094220000000000012 -0.079379999999999992 -0.0094449999999999968 0.095485000000000014 0.10937500000000001 -0.098399999999999974 -0.47181499999999993 0.10769500000000001 0.11244000000000001 0.11728000000000001 0.11923500000000002 0.10397500000000001 0.11171000000000002 -0.067094999999999988 0.13751500000000003 0.11846000000000001 0.098655000000000007 0.093965000000000007 -0.5335399999999999 0.087575000000000014 0.23460000000000003 0.10242000000000001 0.083935000000000023 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -3 6 -4 8 -8 11 -11 -7 -13 14 15 18 -17 20 21 -20 -18 22 24 -24 25 -14 27 -26 -29 -30
right_child=1 4 3 -5 -6 9 7 -9 -10 10 -12 12 13 -15 -16 16 17 -19 19 -21 -22 -23 23 -25 26 -27 -28 28 29 -31
leaf_value=9.2477186379255727e-05 -0.00016432987066092091 -1.2401017511365354e-05 0.00023729693108180073 -9.9914623102189846e-05 8.7259600045399571e-05 -9.3788550961546897e-05 7.8970764661789872e-05 -0.00015609125577611851 -1.8112123159327262e-05 0.00013601615619336372 -4.5259264351766288e-05 5.2155341012015316e-05 -7.7444534865207977e-05 -5.128940418671846e-05 8.8458675963920552e-05 0.00011301142971765681 -7.3402371145161668e-05 0.0001024328405619599 8.1129604094552208e-06 -0.00019752272914047355 4.3710599337438389e-05 8.4866301594523807e-05 8.1744153067120362e-05 -0.00024496481291862436 -2.2213641732197572e-06 0.00014079343525476621 -8.6150263177842143e-05 -7.5999625523763838e-05 0.00012781087574026339 -7.988361685420387e-06
leaf_weight=25 23 32 20 21 20 29 24 20 23 26 31 30 25 40 20 26 46 25 34 20 28 21 20 20 2304 35 24 20 49 40
leaf_count=25 23 32 20 21 20 29 24 20 23 26 31 30 25 40 20 26 46 25 34 20 28 21 20 20 2304 35 24 20 49 40
internal_value=0 -3.24164e-05 7.98172e-07 3.94912e-08 2.593e-05 7.3917e-07 3.56647e-05 -2.4524e-05 3.14621e-05 -3.03921e-07 3.74278e-05 -1.05697e-06 -1.05708e-07 -6.66249e-07 6.82184e-08 -5.77675e-07 2.6772e-05 4.12332e-06 -1.88652e-06 -6.80484e-05 -2.90894e-05 -4.89831e-07 -1.19637e-06 -8.16103e-05 9.18035e-08 4.98609e-05 -1.13353e-06 -2.87947e-07 4.05799e-05 6.67775e-05
internal_weight=0 75 3046 3021 52 3000 87 67 47 2913 57 2856 2827 2797 2757 2737 125 99 2612 54 74 2558 2537 40 2497 60 2437 2413 109 89
internal_count=3121 75 3046 3021 52 3000 87 67 47 2913 57 2856 2827 2797 2757 2737 125 99 2612 54 74 2558 2537 40 2497 60 2437 2413 109 89
is_linear=0
shrinkage=0.1


Tree=3409
num_leaves=31
num_cat=0
split_feature=33 132 1185 1203 1 1 1 12 160 1 16 1 1210 484 15 12 150 0 402 1 2 1 3 0 1 2 1 3 131 1375
split_gain=9.97762e-06 7.50384e-06 5.1306e-05 2.87617e-05 7.58988e-06 0.00017167 0.000135368 0.000387818 3.8444e-05 6.1786e-05 5.53833e-05 4.84255e-05 3.47204e-05 2.7181e-05 7.26905e-05 5.64849e-05 4.19478e-05 2.98657e-05 2.09152e-05 2.15818e-05 7.01771e-05 4.93766e-05 2.29137e-05 2.13307e-05 3.81012e-05 5.43028e-05 3.4853e-05 1.82682e-05 1.82439e-05 1.68362e-05
threshold=-0.009184999999999997 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.09253500000000002 0.091785000000000019 0.093700000000000019 0.090995000000000006 -0.52336499999999997 0.096255000000000021 -0.059624999999999991 0.09697500000000002 -0.42132499999999995 0.10126500000000001 -0.56020999999999987 0.12757000000000002 0.12706500000000001 -0.26343999999999995 0.081585000000000019 0.10337500000000001 0.10912000000000001 0.104035 -0.015584999999999998 -0.14794999999999997 0.107145 0.10672500000000001 0.10797500000000002 -0.073884999999999992 0.10515500000000001 0.099110000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 12 7 -6 -8 10 -10 -11 -4 14 -13 16 17 -16 19 20 22 -21 27 -23 25 -25 -26 -19 -28 -14
right_child=1 2 4 -5 6 -7 8 -9 9 11 -12 13 29 -15 15 -17 -18 18 -20 21 -22 23 -24 24 26 -27 28 -29 -30 -31
leaf_value=-5.6450143517483206e-05 -3.7524475052263231e-06 0.00015766963887948633 0.00012562795997258616 -0.00011387717871305842 0.00049222694696731024 -0.00025322778871028547 0.00013016861008840021 -9.0699014475831077e-05 -1.9736947302546819e-05 0.00014116138847020921 -0.0001994149488946905 0.00016456585322480858 -1.7721472694920342e-06 -9.5219501888315234e-05 -9.4257749680599041e-05 -0.00013928218618118612 0.00013305617000393494 2.5815744961351702e-08 -8.4611718606398569e-05 -0.00014152161422013404 0.00021177651367560474 5.7814739947314513e-05 -6.4532446275075811e-05 1.9807275194856945e-05 0.00012163767773017755 -0.00019749398444495774 -6.0336367802110985e-06 0.00011865173747494175 9.2276765644783165e-05 8.8281308749823699e-05
leaf_weight=31 195 21 22 27 21 27 22 25 42 25 29 27 1822 29 33 29 24 34 26 24 21 67 29 23 25 23 336 21 20 21
leaf_count=31 195 21 22 27 21 27 22 25 42 25 29 27 1822 29 33 29 24 34 26 24 21 67 29 23 25 23 336 21 20 21
internal_value=0 5.66332e-07 1.93737e-06 -1.7146e-05 7.8866e-07 -2.87964e-06 8.05612e-06 0.000175419 -4.13305e-07 -3.65209e-06 -9.31266e-05 4.13307e-06 7.44703e-07 -1.97792e-07 3.41852e-06 -2.50118e-06 3.11731e-06 -1.45532e-06 3.26344e-06 6.93079e-06 4.82708e-05 -1.44894e-06 7.39432e-06 5.35621e-06 -2.87499e-06 -8.88434e-05 7.5044e-06 4.53193e-05 -5.1058e-07 -7.46036e-07
internal_weight=0 3090 2868 222 2847 1892 955 46 909 887 71 816 1865 791 762 735 706 682 649 623 105 518 84 494 427 46 381 55 356 1843
internal_count=3121 3090 2868 222 2847 1892 955 46 909 887 71 816 1865 791 762 735 706 682 649 623 105 518 84 494 427 46 381 55 356 1843
is_linear=0
shrinkage=0.1


Tree=3410
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 40 130 12 12 142 11 151 150 447 4 4 1 147 148 483 158 481 483 158 12 15 158 42 158 0 158
split_gain=8.75233e-06 0.00023426 0.000118262 4.49451e-05 8.49292e-06 2.85075e-05 2.9006e-05 1.47644e-05 2.50647e-05 2.74754e-05 1.33529e-05 2.35431e-05 4.17271e-05 2.21787e-05 2.01187e-05 1.5846e-05 1.23071e-05 2.04441e-05 1.54793e-05 1.29467e-05 4.64441e-05 3.56739e-05 3.25963e-05 2.58914e-05 3.01539e-05 1.41659e-05 4.94278e-05 4.43989e-05 2.45604e-05 2.28097e-05
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 -0.24620999999999996 -0.22699999999999995 0.14786000000000002 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 0.099460000000000007 0.12640500000000002 0.094005000000000019 -0.0065699999999999986 -0.012889999999999999 0.15471500000000002 0.090335000000000013 -0.079549999999999996 -0.47181499999999993 0.10380000000000002 -0.085749999999999979 -0.096724999999999992 0.107145 0.083785000000000012 -0.065449999999999994 0.085030000000000008 0.088200000000000014 0.082560000000000008 -0.26343999999999995 0.099230000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 7 8 -7 -10 11 12 15 14 -12 16 18 -18 -11 25 -21 -22 -23 -24 -25 27 29 28 -20 -27
right_child=2 -3 4 -5 5 6 -8 -9 9 10 13 -13 -14 -15 -16 -17 17 -19 19 20 21 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=2.3746751063482517e-06 -0.00023242679638893937 0.00034551787923192023 6.5247842694589057e-05 -0.00015568692571832799 -0.00011353874010224404 0.00010658544417145261 9.5403210491440407e-05 -8.5957963456166915e-05 -0.00011188435672176473 8.2318848549418726e-05 7.2292171667372312e-05 -8.3581133795258426e-05 0.00013427111682730078 0.00010853988979458033 -5.4524100188904538e-05 -8.5525282288885645e-05 -0.00011049121971714508 2.0489412748826328e-05 0.00011171837995789248 -0.00016638898689832007 -0.00012269517921429889 -7.6606556519566641e-05 0.00014729590257047678 7.8578902100291865e-05 -6.0649870062791577e-05 3.6469935407491102e-05 0.00017890709612402135 -0.00014136041850592432 4.0012722958551748e-07 -7.3881237914555156e-05
leaf_weight=179 22 20 20 20 22 22 32 20 22 23 22 34 23 30 29 22 26 22 20 21 22 28 20 35 28 67 20 22 2202 26
leaf_count=179 22 20 20 20 22 22 32 20 22 23 22 34 23 30 29 22 26 22 20 21 22 28 20 35 28 67 20 22 2202 26
internal_value=0 1.92771e-05 -1.45475e-06 -1.35109e-05 3.09624e-07 -1.44489e-07 7.34536e-07 -3.45078e-07 2.69516e-07 -5.76704e-07 3.16355e-07 -9.01157e-07 1.6893e-07 4.03139e-05 1.80958e-07 -1.01554e-06 -2.95469e-07 -5.04584e-05 6.54737e-07 -9.32812e-08 -2.81848e-05 -6.36311e-06 1.66937e-05 4.81685e-05 1.66994e-05 1.74214e-06 3.62895e-05 2.45925e-09 1.40209e-06 5.61907e-06
internal_weight=0 219 2902 199 2880 2860 2838 2806 2786 2764 2742 2661 2627 81 51 2604 2582 48 2534 2511 154 133 111 83 63 2357 113 2244 2222 93
internal_count=3121 219 2902 199 2880 2860 2838 2806 2786 2764 2742 2661 2627 81 51 2604 2582 48 2534 2511 154 133 111 83 63 2357 113 2244 2222 93
is_linear=0
shrinkage=0.1


Tree=3411
num_leaves=31
num_cat=0
split_feature=130 40 130 52 394 1204 1203 133 403 1212 133 1210 133 133 133 403 1209 133 133 1213 1213 0 4 4 1213 1213 133 1213 483 1213
split_gain=8.6466e-06 1.26227e-05 1.05881e-05 2.80756e-05 1.31103e-05 1.03744e-05 1.71683e-05 8.74966e-06 7.05891e-05 3.2949e-05 5.36603e-05 2.23464e-05 1.03482e-05 3.93793e-05 2.52861e-05 2.56765e-05 2.02055e-05 1.30328e-05 2.58837e-05 1.31726e-05 6.85236e-05 4.07108e-05 8.61176e-05 5.07192e-05 4.06595e-05 2.90565e-05 2.26547e-05 1.20767e-05 1.95426e-05 1.4688e-05
threshold=-0.23123999999999997 -0.24290999999999999 -0.092879999999999976 0.039215000000000007 0.055520000000000007 0.058775000000000008 -1.0000000180025095e-35 0.51114000000000004 -0.44023999999999991 0.11796000000000001 0.51625500000000002 0.24726500000000004 0.41553500000000004 0.40945500000000007 0.39371500000000009 -0.5335399999999999 -0.089214999999999989 0.26753000000000005 0.2590050000000001 -0.087049999999999975 -0.088159999999999974 -0.085754999999999984 -0.081609999999999988 -0.080924999999999983 -0.085714999999999986 -0.14868999999999996 -0.054584999999999995 -0.082994999999999985 -0.47356499999999996 -0.077519999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 11 -9 10 -10 12 13 14 15 -8 -17 18 19 20 21 22 -18 25 -21 -23 -25 -26 -29 -30
right_child=1 2 4 -5 -6 -7 7 8 9 -11 -12 -13 -14 -15 -16 16 17 -19 -20 24 -22 23 -24 26 27 -27 -28 28 29 -31
leaf_value=6.1087524733485904e-05 -7.9640669537184297e-05 -3.0235414440674641e-05 8.33912982898255e-05 0.00011146719455076703 6.9966435778321916e-05 -6.9768802991761327e-05 9.104917601992688e-05 -0.00017562592893955299 0.00019039799095480704 -8.8349500274489414e-05 -2.1065673851505078e-05 9.3592342753254348e-05 -5.6204687708112244e-05 0.0001217936420289334 -0.00010404991177589789 -7.97463336559965e-05 -0.00021795809390658344 -6.7692184642635696e-05 0.00011029128626909196 -0.00014166364237011987 0.00019936618672090846 4.6851885767864589e-05 1.9461069401586429e-05 4.4696956735736296e-05 7.1837149682158443e-05 0.00021731155938141457 -8.6272039159666751e-05 -9.4327440167588705e-05 5.1922126865861168e-05 -2.855426613644646e-06
leaf_weight=23 20 27 24 29 26 22 30 25 20 20 30 25 34 26 24 33 22 29 21 21 20 20 50 28 22 20 25 23 50 2332
leaf_count=23 20 27 24 29 26 22 30 25 20 20 30 25 34 26 24 33 22 29 21 21 20 20 50 28 22 20 25 23 50 2332
internal_value=0 -4.5352e-07 6.10161e-08 4.31463e-05 -7.37387e-07 -1.35097e-06 -8.44855e-07 -1.53017e-06 -3.13858e-05 2.01286e-05 6.35198e-05 -5.36722e-07 -1.36825e-06 -7.01427e-07 -1.8512e-06 -9.57985e-07 -1.97426e-06 -1.01769e-06 -2.89148e-07 -1.1711e-06 2.45583e-05 3.36944e-06 -5.30837e-05 4.70751e-05 -3.11552e-06 0.000132082 -1.70809e-05 -1.91671e-06 -2.59138e-06 -1.7056e-06
internal_weight=0 3098 3078 56 3022 2996 2974 2950 95 70 50 2855 2830 2796 2770 2746 2716 2683 2654 2633 185 165 72 93 2448 40 53 2427 2405 2382
internal_count=3121 3098 3078 56 3022 2996 2974 2950 95 70 50 2855 2830 2796 2770 2746 2716 2683 2654 2633 185 165 72 93 2448 40 53 2427 2405 2382
is_linear=0
shrinkage=0.1


Tree=3412
num_leaves=31
num_cat=0
split_feature=132 1185 1203 33 40 130 12 12 142 11 147 147 483 153 0 2 0 150 39 3 3 43 42 133 43 2 43 402 1429 1429
split_gain=8.24004e-06 5.41363e-05 1.80717e-05 8.26111e-06 8.00911e-06 2.57833e-05 2.38984e-05 1.20903e-05 2.01956e-05 2.95094e-05 1.23937e-05 2.09254e-05 1.32008e-05 1.18693e-05 1.22795e-05 1.03109e-05 5.09921e-05 2.25949e-05 3.22989e-05 1.14784e-05 4.97628e-05 6.61734e-05 4.57405e-05 2.5134e-05 5.0596e-05 0.00013608 6.35097e-05 7.58911e-05 4.8537e-05 5.30496e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.009184999999999997 -0.24620999999999996 -0.22699999999999995 0.14786000000000002 0.12757000000000002 -0.057499999999999989 -1.0000000180025095e-35 0.099730000000000027 0.093875000000000014 -0.47181499999999993 0.086100000000000024 -0.26343999999999995 -0.0050599999999999994 -0.09515499999999999 0.085395000000000013 0.089200000000000015 -0.082594999999999988 -0.082879999999999995 -0.081374999999999989 0.11551500000000002 -0.14757499999999998 0.062770000000000006 0.091545000000000015 0.055925000000000009 -0.43418999999999991 0.052280000000000007 0.085625000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 7 8 -7 -10 11 12 -11 14 -14 16 -16 18 -18 20 22 -22 -17 -21 26 -26 27 -25 -29 -30
right_child=1 3 -4 4 5 6 -8 -9 9 10 -12 -13 13 -15 15 19 17 -19 -20 23 21 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-7.9513639358106638e-06 0.00016139828987347539 -5.1089031178215078e-05 -9.5243782669530012e-05 6.3872556875139711e-05 -0.00010746782645583154 9.6212441638437497e-05 8.7137985576646326e-05 -7.7247987210284929e-05 -0.00011533272620660931 7.0666011904702624e-05 6.3819356223722293e-05 -8.905044709396093e-05 7.2172902218881066e-05 -7.6358040787454241e-05 0.00014729278721331088 5.3277252408741328e-06 1.3031272268904104e-05 7.7542304123198844e-05 -0.00012528320529963822 3.6932412398864242e-05 -2.0893550899927504e-05 0.00022781855102790437 -0.00014743525556696116 -0.00019439011246669743 -0.00026872576369593542 2.4890350936115475e-05 0.00012822703125386719 -1.1285354481553138e-06 -0.00021720544013771275 -3.4723883731423875e-05
leaf_weight=195 21 31 27 20 22 22 32 20 22 27 31 26 24 20 28 981 52 25 25 119 20 23 20 22 27 38 34 1080 21 66
leaf_count=195 21 31 27 20 22 22 32 20 22 27 31 26 24 20 28 981 52 25 25 119 20 23 20 22 27 38 34 1080 21 66
internal_value=0 1.42191e-06 -1.8568e-05 2.54601e-07 8.13664e-07 3.67545e-07 1.21331e-06 2.21755e-07 7.84557e-07 1.58231e-08 9.52578e-07 2.24844e-07 1.10009e-06 3.84557e-07 9.73752e-07 3.11691e-07 2.77562e-05 -5.05781e-06 -3.1876e-05 -1.14395e-06 6.80053e-06 0.000112139 2.27552e-06 -7.03879e-06 -1.11013e-05 -9.70733e-05 -6.53211e-06 -1.03856e-05 -6.9168e-06 -7.87712e-05
internal_weight=0 2899 222 2878 2847 2827 2805 2773 2753 2731 2709 2678 2652 2625 2605 2581 130 102 77 2451 1044 43 1001 1407 1288 65 1223 1189 1167 87
internal_count=3121 2899 222 2878 2847 2827 2805 2773 2753 2731 2709 2678 2652 2625 2605 2581 130 102 77 2451 1044 43 1001 1407 1288 65 1223 1189 1167 87
is_linear=0
shrinkage=0.1


Tree=3413
num_leaves=31
num_cat=0
split_feature=130 40 120 47 2 47 34 34 97 11 4 394 49 13 1456 484 484 43 49 48 0 12 148 447 39 39 50 2 0 1373
split_gain=9.12239e-06 1.19631e-05 9.79476e-06 8.35317e-06 6.89479e-05 2.56212e-05 1.36681e-05 1.47049e-05 6.2528e-05 2.38397e-05 1.67448e-05 1.23985e-05 1.16242e-05 1.93939e-05 1.73526e-05 2.67111e-05 2.44213e-05 1.76866e-05 2.4609e-05 2.28487e-05 1.64885e-05 1.27955e-05 1.09627e-05 2.43483e-05 1.36167e-05 1.33957e-05 1.11843e-05 4.5419e-05 6.10716e-05 1.13837e-05
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.112215 -0.057544999999999992 -0.079444999999999988 -1.0000000180025095e-35 -0.0047449999999999992 0.15288500000000002 -0.0087049999999999992 -0.087714999999999987 -0.077604999999999993 -0.051889999999999999 -0.084519999999999984 -0.0095349999999999983 0.14321000000000003 0.10788500000000002 -0.088774999999999979 0.091840000000000019 -0.10069499999999999 0.094580000000000011 0.11785000000000002 0.10940500000000002 -0.16990499999999997 0.10981000000000002 -0.067624999999999977 0.081220000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 8 10 -9 -8 22 13 -6 -14 16 -16 20 19 21 -17 -19 -11 24 25 26 27 -24 -29 -28
right_child=1 2 -4 4 12 -7 7 9 -10 11 -12 -13 14 -15 15 17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=6.274572534375298e-05 -7.7556140640808733e-05 -7.4597188419526594e-05 6.6520742405952083e-05 -0.0001953955271164887 2.7109430811833592e-05 0.00011141702170356266 4.3701821191048532e-05 -0.00010609007501302802 0.00019030492820179678 6.4808922140330722e-05 -7.8329263239696888e-05 7.0970160188153384e-05 -8.5191136604407803e-05 -0.00010089244613733047 1.7414547619409861e-05 -9.6009763126795447e-05 0.00016320747825375294 -3.863332421251867e-05 -6.8998870201539834e-05 0.00013098510357937044 -7.9940814907786264e-06 7.0733151660533634e-05 -0.00015368383977582434 -9.3192498778600045e-05 -7.6012983987786125e-05 8.2796305869123904e-05 2.8702698849572284e-06 0.00014360041255020493 -8.9912382164432847e-05 -4.088872148832841e-05
leaf_weight=23 20 24 22 20 20 21 22 21 21 26 23 25 20 29 27 29 20 23 20 26 80 20 23 28 23 20 2339 21 24 61
leaf_count=23 20 24 22 20 20 21 22 21 21 26 23 25 20 29 27 29 20 23 20 26 80 20 23 28 23 20 2339 21 24 61
internal_value=0 -4.65839e-07 3.50731e-08 -4.43554e-07 -1.53687e-05 1.38783e-06 5.32359e-07 1.20592e-06 4.78223e-05 2.7562e-08 -1.86696e-05 8.87975e-07 -3.90207e-06 -4.86468e-05 4.37148e-06 1.16827e-05 7.94541e-05 -4.40443e-06 2.86711e-05 5.69813e-05 -3.14111e-05 1.22348e-05 2.04913e-07 -4.56648e-07 5.77443e-07 1.28547e-06 6.24932e-07 -3.93679e-05 1.90603e-05 1.75806e-06
internal_weight=0 3098 3078 3056 334 2722 2701 2677 66 2611 45 2590 314 49 265 245 47 198 89 69 109 43 2565 2539 2511 2488 2468 68 45 2400
internal_count=3121 3098 3078 3056 334 2722 2701 2677 66 2611 45 2590 314 49 265 245 47 198 89 69 109 43 2565 2539 2511 2488 2468 68 45 2400
is_linear=0
shrinkage=0.1


Tree=3414
num_leaves=31
num_cat=0
split_feature=40 4 132 1185 43 1203 1 0 130 1213 4 4 0 34 4 9 4 4 133 1 42 4 16 158 1 147 123 15 16 16
split_gain=7.84651e-06 2.54803e-05 8.80346e-06 4.27432e-05 1.57056e-05 1.6231e-05 9.53743e-06 1.45566e-05 1.7043e-05 1.02932e-05 7.68496e-06 3.77389e-05 2.17502e-05 1.9056e-05 6.29663e-05 5.35718e-05 1.85593e-05 7.64478e-05 5.9906e-05 7.12893e-05 6.49141e-05 5.92956e-05 1.72592e-05 1.60251e-05 1.69356e-05 5.46209e-05 2.95912e-05 5.31511e-05 2.06819e-05 3.40393e-05
threshold=-0.24620999999999996 0.63556000000000001 -0.083174999999999985 -0.083264999999999992 -0.010739999999999998 1.0000000180025095e-35 0.089625000000000024 -0.073309999999999986 0.10923000000000001 0.085835000000000009 0.076415000000000025 0.09173000000000002 -0.26343999999999995 -0.057544999999999992 -0.010655 0.086220000000000005 0.053180000000000012 0.056795000000000005 0.090665000000000009 0.10060500000000001 0.086325000000000013 0.04735000000000001 -0.18708499999999997 0.107145 0.13686500000000004 0.097430000000000003 0.090420000000000014 -0.43375999999999998 -0.11227499999999999 -0.36241499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 8 9 -6 13 -12 -13 14 -5 16 21 -18 19 20 -19 22 -15 24 25 28 27 -26 29 -14
right_child=1 -3 3 10 6 -7 -8 -9 -10 -11 11 12 23 15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=6.2434875635517523e-05 -1.0229704953830648e-05 -0.00011018115855265586 0.00014396743624404604 -1.9567132879344102e-05 4.2617563042956634e-05 -0.00013037421938307767 -4.8917837296194664e-05 7.9686132274851536e-05 -6.9334544099319836e-05 -3.3240347006034828e-05 0.00013422387388952001 -7.6703250791373048e-05 9.4733448246986738e-06 -6.7893953698665811e-05 0.00019867210787197109 -0.00015844249482225596 -0.00018807056058668187 -0.00025272920988105138 0.00011978632205379351 8.6281971016433095e-05 -1.1982395153609105e-05 0.00016391835774398221 1.2102108039355912e-07 9.6505302991274579e-05 -0.00018760390278202977 0.00017762781852070475 4.7033001851559679e-05 3.4757620793440051e-06 5.4511256405943366e-05 -9.1859155411209661e-05
leaf_weight=20 22 21 21 39 53 23 39 23 32 27 24 30 221 38 20 22 27 21 30 25 24 22 2051 21 24 20 32 37 73 39
leaf_count=20 22 21 21 39 53 23 39 23 32 27 24 30 221 38 20 22 27 21 30 25 24 22 2051 21 24 20 32 37 73 39
internal_value=0 -4.02681e-07 3.45808e-07 1.82497e-06 -1.89778e-05 -7.16369e-05 -5.35907e-06 7.22457e-06 -7.65593e-06 1.70155e-05 7.73913e-07 1.17486e-05 5.83433e-06 -1.69173e-06 5.44123e-05 -3.15639e-06 -1.6299e-06 -3.87571e-05 1.55748e-06 -4.9112e-05 -0.000124331 6.03718e-07 -1.11621e-06 1.11365e-05 7.11692e-06 1.71189e-05 -3.08477e-05 -7.17031e-05 7.47875e-06 -5.72653e-06
internal_weight=0 3101 3080 2861 219 45 174 135 112 80 2840 521 497 2319 59 2260 2238 127 100 70 45 2111 2089 467 446 353 93 61 333 260
internal_count=3121 3101 3080 2861 219 45 174 135 112 80 2840 521 497 2319 59 2260 2238 127 100 70 45 2111 2089 467 446 353 93 61 333 260
is_linear=0
shrinkage=0.1


Tree=3415
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 130 40 12 16 12 42 399 130 1429 157 156 1425 1456 4 12 3 402 0 1 133 12 12 2 12 471 482
split_gain=8.48181e-06 0.000233862 0.000129102 4.65717e-05 7.53779e-06 1.13553e-05 9.33272e-06 1.30241e-05 1.213e-05 1.92651e-05 1.16009e-05 1.18978e-05 9.78733e-06 4.11765e-05 2.02583e-05 2.49199e-05 1.48409e-05 1.45233e-05 1.13537e-05 8.02398e-05 4.28372e-05 3.45661e-05 3.18783e-05 3.07911e-05 2.56843e-05 8.30424e-05 8.17824e-05 5.61938e-05 2.46998e-05 2.08709e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.23123999999999997 -0.24290999999999999 0.13043000000000002 -0.071854999999999988 0.11586 0.10369500000000002 -0.065739999999999979 0.084685000000000024 0.092020000000000005 -0.06482499999999998 0.3248100000000001 0.095135000000000011 0.12676500000000004 -0.025314999999999994 0.099815000000000015 -0.064674999999999983 0.024785000000000005 -0.043914999999999989 0.087695000000000009 0.095530000000000018 0.097575000000000009 0.096990000000000007 0.097070000000000004 0.096525000000000014 0.09074500000000002 0.11191500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 8 -8 10 -10 11 -7 14 -14 15 16 18 -15 24 20 21 22 23 -20 25 27 -26 28 29 -12
right_child=2 -3 4 -5 5 6 7 -9 9 -11 12 -13 13 17 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=1.5797157450212958e-06 -0.00024275686247909271 0.00033628479756901345 5.7430038767684576e-05 -0.00015936201152726427 -7.5133751497560307e-05 -1.6874418324732687e-05 0.00010311615960312165 -5.8085432417852724e-06 4.4913718604086035e-06 -0.00012499903445132077 -1.3053879002592991e-07 7.8857022182657262e-05 0.00010810295320530154 2.0402387334521023e-05 -0.00010164915118366481 9.6790446556182223e-05 -7.8276954678585758e-05 -9.6114082916756165e-05 -0.00014409289594224998 -0.00019127757393289359 0.00012135222437973425 9.3794222615266028e-05 2.0684898852239175e-05 -2.0546794917737676e-05 -2.3071582910190396e-05 -0.00017834379994802966 0.00020536871836520732 0.00015049276014906355 9.661465071705887e-05 -7.4894090541994575e-05
leaf_weight=178 22 21 23 20 20 20 21 23 27 20 2146 37 39 23 20 26 25 20 38 25 25 23 54 43 42 26 25 25 26 38
leaf_count=178 22 21 23 20 20 20 21 23 27 20 2146 37 39 23 20 26 25 20 38 25 25 23 54 43 42 26 25 25 26 38
internal_value=0 1.89768e-05 -1.43209e-06 -1.4677e-05 4.11367e-07 -4.76565e-08 4.81678e-07 4.61782e-05 -2.38211e-07 -5.06109e-05 6.23959e-07 4.5267e-05 -3.22362e-07 3.3695e-05 -1.39234e-06 -6.17254e-07 -1.60616e-06 -3.37913e-05 -8.5034e-07 -2.32352e-05 -2.78606e-07 -1.9524e-05 -3.88301e-05 -7.85067e-05 1.14968e-06 -6.58448e-07 6.21673e-05 1.40859e-06 -2.77887e-07 -1.43137e-06
internal_weight=0 219 2902 198 2880 2857 2837 44 2793 47 2746 57 2689 82 2607 2587 2561 43 2536 208 183 158 135 81 2328 2261 67 2235 2210 2184
internal_count=3121 219 2902 198 2880 2857 2837 44 2793 47 2746 57 2689 82 2607 2587 2561 43 2536 208 183 158 135 81 2328 2261 67 2235 2210 2184
is_linear=0
shrinkage=0.1


Tree=3416
num_leaves=31
num_cat=0
split_feature=130 40 47 2 47 394 34 9 3 1453 51 133 133 49 16 43 13 13 13 49 471 1446 42 1451 474 474 474 0 157 3
split_gain=7.63607e-06 2.34664e-05 7.78315e-06 5.23771e-05 2.0872e-05 1.21167e-05 1.11059e-05 1.22583e-05 4.14979e-05 9.39288e-06 2.30857e-05 1.51547e-05 3.04314e-05 1.90337e-05 2.00487e-05 1.40213e-05 1.39342e-05 2.34807e-05 1.64517e-05 1.22764e-05 8.92854e-06 1.99729e-05 1.78906e-05 9.4697e-06 1.57629e-05 2.78684e-05 1.845e-05 3.71077e-05 3.08174e-05 2.7993e-05
threshold=-0.23647499999999996 -0.23755499999999996 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.15288500000000002 -0.112215 0.08925000000000001 -0.014944999999999998 -1.0000000180025095e-35 -0.41904999999999998 -0.14757499999999998 -0.012979999999999998 -0.0087049999999999992 -0.011734999999999997 -0.087324999999999986 -0.077944999999999987 -0.085804999999999979 -0.050064999999999991 0.14321000000000003 0.10338500000000002 0.11353000000000001 0.089015000000000025 0.088880000000000015 0.10135500000000001 0.11134000000000001 0.088710000000000011 -0.08824499999999999 -0.082294999999999993 -0.082234999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 20 -9 -5 -11 -12 -13 14 -14 -15 17 -17 -18 -20 21 23 -23 24 26 -26 -8 -28 -29 -30
right_child=1 2 3 9 -6 -7 7 8 -10 10 11 12 13 15 -16 16 18 -19 19 -21 -22 22 -24 -25 25 -27 27 28 29 -31
leaf_value=-6.1591960948135233e-05 9.3217374362413667e-05 -6.7785395003738813e-05 -0.00017171132814837621 5.8177630839653914e-05 0.00010065927708637901 6.987678504083306e-05 -2.0030759171318751e-06 0.00013085551372569171 -5.0426778603729838e-05 -0.00011060401669792122 7.0821733019189338e-05 -0.0001217002630834362 -0.00012825530977265555 -3.9414865514609614e-05 8.34660353244875e-06 2.139800811786891e-05 -5.8869527414831936e-05 0.00015526166163908785 6.8378723986633734e-05 -2.5487353216455882e-05 -6.2432235640501511e-05 3.3867593447212128e-06 0.00013714238590182504 5.1472859604473348e-05 -0.00011053197548183865 8.7251080955422035e-06 -6.8439359102226077e-05 0.00018302387660696696 -4.5876385158170825e-05 9.9728718229133887e-05
leaf_weight=20 27 24 20 22 21 25 2343 28 23 21 26 22 21 37 22 38 28 20 38 22 23 20 20 34 36 43 23 20 23 31
leaf_count=20 27 24 20 22 21 25 2343 28 23 21 26 22 21 37 22 38 28 20 38 22 23 20 20 34 36 43 23 20 23 31
internal_value=0 3.97233e-07 -4.18038e-07 -1.4758e-05 1.34761e-06 5.79733e-07 -6.40524e-08 5.45364e-07 4.91008e-05 -4.85559e-06 -9.55638e-06 -1.81185e-06 -9.42666e-06 1.50263e-06 -5.8366e-05 1.55701e-05 2.95047e-05 6.75579e-05 4.42412e-06 3.39612e-05 -4.01244e-07 1.48973e-07 7.02646e-05 -9.49587e-07 -1.65715e-06 -4.56199e-05 -2.33771e-07 4.25032e-05 7.69853e-05 3.77117e-05
internal_weight=0 3101 3074 337 2737 2716 2691 2667 51 317 295 274 248 226 43 183 146 58 88 60 2616 2593 40 2553 2519 79 2440 97 74 54
internal_count=3121 3101 3074 337 2737 2716 2691 2667 51 317 295 274 248 226 43 183 146 58 88 60 2616 2593 40 2553 2519 79 2440 97 74 54
is_linear=0
shrinkage=0.1


Tree=3417
num_leaves=31
num_cat=0
split_feature=1211 13 1211 402 16 1210 1204 132 1186 1211 52 52 52 42 133 400 43 133 133 1 403 43 1210 403 403 401 3 3 3 3
split_gain=7.47888e-06 2.31146e-05 1.24861e-05 1.16307e-05 2.3572e-05 1.74539e-05 1.25609e-05 1.82616e-05 0.00026747 0.000256695 2.21885e-05 3.00291e-05 1.32169e-05 1.08766e-05 1.70554e-05 1.07412e-05 4.55397e-05 8.59687e-06 3.94377e-05 2.69953e-05 1.26492e-05 7.13599e-05 2.027e-05 1.1113e-05 3.65436e-05 2.79294e-05 2.94025e-05 0.000184298 8.96439e-05 4.84133e-05
threshold=0.11716500000000001 -0.068269999999999983 0.11088500000000003 -0.45454999999999995 -0.07550999999999998 0.26755500000000004 0.058775000000000008 -0.083284999999999984 1.0000000180025095e-35 0.09993500000000001 0.10347000000000002 0.087555000000000008 0.08568000000000002 -0.074124999999999983 -0.37971999999999995 -0.079519999999999993 -0.03898999999999999 0.41553500000000004 0.41068500000000002 0.087135000000000004 -0.54856499999999986 -0.032879999999999993 -0.41266499999999995 -0.037174999999999993 -0.0076149999999999994 0.08618000000000002 -0.082284999999999983 -0.083489999999999995 -0.081334999999999977 -0.086224999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 10 15 11 12 13 -5 -15 16 -9 18 20 -19 21 -17 -22 25 -25 26 27 29 -28 -24
right_child=1 -3 -4 5 -6 -7 -8 9 -10 -11 -12 -13 -14 14 -16 17 -18 19 -20 -21 22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-2.004472920210295e-05 0.00011563702343086004 -1.838901042637806e-05 -7.2489239967884109e-05 4.6476084470338141e-05 0.00012162509230383085 -9.1697900539397135e-05 -7.7275970501692175e-05 -2.4487624856798602e-05 0.000367163446000112 -0.00035873895176337102 -9.3542870510848145e-05 9.8389480146059735e-05 -8.4660822793249175e-05 -8.0011730654708425e-05 2.0279302436439397e-05 -0.0001923316638567485 0.00016081079569024346 -0.00012355522994766943 0.00014056503496249207 2.6955284266268092e-05 9.8348917613509998e-05 6.5943403625050959e-05 -1.0769797870757715e-05 0.00010496048518475351 4.964974616152242e-07 -0.00011974728803761537 0.0002241945511195809 -0.00026321700515209473 -1.6647524444793177e-05 0.00015304789689946034
leaf_weight=24 22 31 24 33 23 21 21 36 21 20 27 28 23 30 39 20 21 22 20 26 21 23 128 34 2220 25 20 29 68 21
leaf_count=24 22 31 24 33 23 21 21 36 21 20 27 28 23 30 39 20 21 22 20 26 21 23 128 34 2220 25 20 29 68 21
internal_value=0 3.72444e-05 -6.43387e-07 -7.69282e-08 4.92831e-05 -8.51009e-07 -2.09952e-07 3.37725e-07 2.94365e-05 -1.78604e-06 -9.965e-06 4.78404e-06 -1.61836e-05 -7.42631e-07 -2.33255e-05 8.25173e-07 4.37802e-05 -8.94464e-08 6.76276e-07 -4.20287e-05 -3.96079e-07 -5.41845e-05 5.05286e-07 -3.02068e-07 2.07226e-06 -1.86929e-05 -9.19535e-06 -3.2572e-05 3.80893e-05 1.23186e-05
internal_weight=0 53 3068 3044 47 2997 2976 2955 201 2754 180 153 125 102 69 2734 57 2677 2629 48 2609 43 2566 2545 2254 291 266 178 88 149
internal_count=3121 53 3068 3044 47 2997 2976 2955 201 2754 180 153 125 102 69 2734 57 2677 2629 48 2609 43 2566 2545 2254 291 266 178 88 149
is_linear=0
shrinkage=0.1


Tree=3418
num_leaves=31
num_cat=0
split_feature=132 1185 1203 120 1 120 2 10 4 52 33 43 150 43 43 3 160 1371 457 49 0 159 43 49 43 15 130 130 403 2
split_gain=9.28423e-06 5.03717e-05 2.31006e-05 7.92409e-06 2.02266e-05 4.58372e-05 3.21686e-05 1.14336e-05 7.56798e-05 0.000123197 1.38205e-05 9.8891e-06 4.33595e-05 2.86204e-05 6.99853e-05 4.65988e-05 9.28819e-05 3.50756e-05 2.31855e-05 3.27268e-05 4.2901e-05 2.22111e-05 3.25061e-05 5.27231e-05 3.87504e-05 3.52514e-05 2.58437e-05 6.10499e-05 4.6561e-05 2.71184e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 -0.011559999999999999 0.053180000000000012 -0.077024999999999996 -1.0000000180025095e-35 -0.088704999999999992 0.10375000000000002 -0.085739999999999997 -0.085474999999999982 -0.086554999999999979 -0.077459999999999987 0.083235000000000017 0.085360000000000005 -0.011734999999999997 -0.091354999999999978 0.10668000000000001 -0.095049999999999982 0.10969000000000002 -0.10131 -0.067579999999999987 0.098730000000000026 0.085235000000000019 -0.069569999999999979 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 9 -3 -9 12 18 15 -15 -13 -17 -16 19 20 -12 22 23 24 26 -24 27 29 -29 -21
right_child=1 3 -4 -5 -6 -7 -8 10 -10 -11 11 13 -14 14 17 16 -18 -19 -20 21 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-7.7061551627803755e-06 0.00015582324854871593 2.4310891356435605e-05 -0.00010639966974310854 -5.8077987310041306e-05 9.4252950562488129e-05 -0.00015075755911311719 0.00012161657958296762 7.2520456847592474e-05 6.9377858744701376e-05 -0.00030867098132148385 2.2205880213732598e-05 7.0075326082241228e-05 0.000131961497829942 0.00018617764217196964 -3.4889247626091254e-07 -0.0002339416142509937 8.0623528940902485e-06 -0.00011951869392942171 9.9715337506495411e-05 -3.8784186208864585e-05 -0.00013591248040225961 -8.0810748416600605e-05 1.9074762419152717e-06 -0.00012526089609699349 0.00014304844649893275 0.00015979882340498962 -7.6504440812641406e-05 2.6573819859945417e-05 0.00023252475962397598 4.3017718124963613e-05
leaf_weight=195 21 25 27 23 23 20 22 27 37 20 32 21 29 20 2049 29 35 25 25 105 37 24 26 28 23 31 32 23 21 66
leaf_count=195 21 25 27 23 23 20 22 27 37 20 32 21 29 20 2049 29 35 25 25 105 37 24 26 28 23 31 32 23 21 66
internal_value=0 1.50931e-06 -1.97094e-05 3.8332e-07 8.54286e-07 9.57519e-08 1.16868e-06 2.18909e-07 -3.65691e-05 -0.000123681 1.33287e-06 6.15953e-07 1.32693e-05 -2.29915e-06 9.88768e-09 -5.91829e-05 -0.000101596 -1.78537e-06 5.99223e-06 7.62145e-07 -6.25822e-05 1.22945e-05 1.85889e-05 5.35475e-06 1.89001e-05 8.77782e-05 7.3397e-06 1.98188e-05 0.000124869 -7.21152e-06
internal_weight=0 2899 222 2878 2855 2832 2812 2790 82 45 2708 2681 502 2179 2094 85 64 2074 473 448 69 379 355 298 270 57 247 215 44 171
internal_count=3121 2899 222 2878 2855 2832 2812 2790 82 45 2708 2681 502 2179 2094 85 64 2074 473 448 69 379 355 298 270 57 247 215 44 171
is_linear=0
shrinkage=0.1


Tree=3419
num_leaves=31
num_cat=0
split_feature=129 42 1184 130 40 121 1186 394 13 13 13 13 402 1210 33 13 52 4 13 13 13 1371 13 13 160 15 12 15 12 13
split_gain=7.86857e-06 5.02458e-05 1.54765e-05 8.76517e-06 1.16865e-05 1.00165e-05 1.17846e-05 4.45471e-05 2.77665e-05 8.47319e-06 4.94395e-05 4.35538e-05 9.58572e-05 5.09253e-05 3.31054e-05 2.3818e-05 6.80771e-05 6.44361e-05 2.38291e-05 4.39596e-05 6.1791e-05 5.36838e-05 0.000230313 3.74467e-05 2.2023e-05 2.74596e-05 7.72656e-05 5.51033e-05 4.46276e-05 3.12598e-05
threshold=-0.077709999999999987 -0.015274999999999999 0.089075000000000015 -0.23123999999999997 -0.24290999999999999 -0.081149999999999986 0.062435000000000011 0.15288500000000002 -0.0069799999999999992 -0.087934999999999985 -0.087404999999999997 -0.088464999999999988 -0.086719999999999978 -0.07692499999999998 -0.009184999999999997 -0.086589999999999986 -0.016949999999999996 -0.0060199999999999993 -0.086354999999999987 -0.086134999999999975 -0.085744999999999988 0.083235000000000017 -0.085584999999999981 -0.085154999999999995 0.085130000000000011 0.081070000000000017 0.085055000000000006 0.086885000000000004 0.087765000000000024 -0.094514999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 7 9 -8 11 -11 12 -7 -14 -12 16 -16 -18 -17 -20 -21 22 -22 -24 25 -15 -27 -28 -29 -30
right_child=2 -3 -4 4 5 6 8 -9 -10 10 14 -13 13 24 15 18 17 -19 19 20 21 -23 23 -25 -26 26 27 28 29 -31
leaf_value=-0.00015839486517333647 6.2934502586193221e-05 4.0673890885045695e-05 8.2381963970281347e-05 -7.6603025127042209e-05 6.0726177724535339e-05 -0.0001963782110618448 -0.000140164637050475 0.00014215099852828478 9.1582417636263112e-06 -0.00012493371239432951 -0.00012372814109601845 0.00012347886126917729 0.00014862566727410573 2.8721349219392524e-05 -9.2785194283351302e-05 -0.00010138100636443899 0.00024904210448849798 1.6507781303796667e-05 0.0001394494479014115 -0.00013636736955103355 0.00033908854176843304 -0.00013801826260727727 -0.00012878502817804239 -4.6925866793146174e-07 -5.0199557048587838e-05 -0.00014795951033561692 0.00017008861628710294 -0.00013226272067581507 -3.877130767796189e-05 0.00012466949932455793
leaf_weight=21 22 32 23 20 27 23 20 22 33 33 22 32 26 317 21 24 22 26 22 34 20 28 23 2038 63 37 20 23 25 22
leaf_count=21 22 32 23 20 27 23 20 22 33 33 22 32 26 317 21 24 22 26 22 34 20 28 23 2038 63 37 20 23 25 22
internal_value=0 -3.82024e-05 6.59948e-07 4.26713e-08 -4.15026e-07 9.23861e-08 -4.57719e-07 3.89634e-07 -4.719e-05 -6.85427e-07 -3.41033e-06 1.00334e-05 3.50421e-06 1.21295e-05 -1.65143e-06 -4.62025e-07 5.73861e-05 0.000123086 -2.28547e-06 -1.18695e-06 -2.63072e-06 -4.74701e-07 1.37596e-06 -1.90122e-06 5.12972e-06 1.29805e-05 -2.63097e-05 2.3702e-05 -1.81228e-05 3.77329e-05
internal_weight=0 53 3068 3045 3023 3003 2976 2923 53 2901 2313 588 556 533 2280 2258 69 48 2189 2165 2143 2109 2081 2061 507 444 127 90 70 47
internal_count=3121 53 3068 3045 3023 3003 2976 2923 53 2901 2313 588 556 533 2280 2258 69 48 2189 2165 2143 2109 2081 2061 507 444 127 90 70 47
is_linear=0
shrinkage=0.1


Tree=3420
num_leaves=31
num_cat=0
split_feature=1371 1372 130 40 448 0 148 148 483 158 1443 1443 14 481 481 481 13 481 3 1453 1456 158 12 158 1453 159 1 159 15 160
split_gain=7.78863e-06 9.58677e-06 7.65084e-06 2.1616e-05 7.43568e-06 3.13141e-05 9.2164e-06 1.29997e-05 1.04882e-05 1.28046e-05 1.30034e-05 1.90693e-05 1.19452e-05 9.9981e-06 1.37907e-05 1.71371e-05 8.39948e-05 1.44481e-05 7.20196e-05 1.38353e-05 4.58148e-05 2.06679e-05 2.88486e-05 2.43904e-05 2.25326e-05 1.65278e-05 6.38751e-05 3.13969e-05 2.70737e-05 2.56492e-05
threshold=0.086910000000000015 -1.0000000180025095e-35 -0.23647499999999996 -0.23755499999999996 0.068920000000000023 -0.26609999999999995 -0.098399999999999974 -0.084924999999999987 -0.47356499999999996 0.13634500000000002 0.092480000000000021 0.088675000000000018 0.097795000000000007 -0.24133999999999997 -0.15265499999999996 -0.086484999999999992 -0.085744999999999988 -0.081434999999999994 -0.085709999999999995 -0.079219999999999985 -0.084149999999999989 0.11399500000000001 0.096395000000000022 0.107145 -0.076539999999999983 0.10545500000000001 0.08776500000000001 0.10442500000000002 -0.45963999999999994 0.11205000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8 -9 10 11 12 13 -10 -15 16 -16 18 -17 20 -19 23 -23 24 -21 27 -27 29 -28 -26
right_child=-2 2 3 4 -6 6 7 8 9 -11 -12 -13 -14 14 15 17 -18 19 -20 21 -22 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=-6.3502725030654494e-05 4.5607871210007503e-05 -6.1700926999037613e-05 8.94298096412698e-05 0.00011882582171396776 -6.1217447705530506e-05 -6.6933381562453838e-05 7.4436274324240085e-05 -6.8301204895681661e-05 6.1442830561785606e-05 7.7297073758451185e-05 7.9280114659923144e-05 -8.8588647027791018e-05 -7.2641715055594784e-05 -8.3596988479257557e-05 -8.4735587006434801e-05 -0.00014693520467570873 0.00015826825013694665 -4.2937820018613077e-05 6.963701877923866e-05 -0.00010683723050533446 0.00016618485686194619 1.8097981340430964e-06 -0.00015793971535458696 8.6739673179181409e-05 -1.253389031810139e-06 -0.00018240366995693575 -3.8295915417755309e-05 0.00012620343954040437 8.2876879043526836e-05 6.6071192966397769e-05
leaf_weight=24 37 20 27 22 20 21 23 23 26 21 20 25 23 20 25 34 33 22 28 20 20 26 20 32 2325 24 54 20 28 58
leaf_count=24 37 20 27 22 20 21 23 23 26 21 20 25 23 20 25 34 33 22 28 20 20 26 20 32 2325 24 54 20 28 58
internal_value=0 -5.47182e-07 -5.3413e-08 3.52163e-07 -4.46077e-07 -3.9987e-08 -9.20178e-07 -4.50254e-07 -1.0387e-06 -5.05976e-07 -1.0727e-06 -1.63402e-06 -8.68034e-07 -2.81606e-07 -8.57022e-07 -2.59405e-07 5.35252e-05 -1.41009e-06 -4.91284e-05 -2.93241e-07 5.66444e-05 -1.21053e-06 -6.76465e-05 -1.72282e-08 -1.11498e-06 -2.72239e-07 -3.89162e-05 1.4324e-06 3.08016e-06 3.85229e-07
internal_weight=0 3084 3060 3040 3013 2993 2971 2950 2927 2904 2883 2863 2838 2815 2789 2769 58 2711 62 2649 42 2607 46 2561 2529 2509 106 2403 82 2383
internal_count=3121 3084 3060 3040 3013 2993 2971 2950 2927 2904 2883 2863 2838 2815 2789 2769 58 2711 62 2649 42 2607 46 2561 2529 2509 106 2403 82 2383
is_linear=0
shrinkage=0.1


Tree=3421
num_leaves=31
num_cat=0
split_feature=132 1185 132 2 49 12 133 4 0 120 12 10 0 1 33 12 13 13 46 1455 12 12 13 15 1 4 43 131 133 1455
split_gain=7.55239e-06 3.85387e-05 2.33109e-05 9.56901e-06 1.58202e-05 2.04761e-05 2.08787e-05 8.52044e-06 1.14145e-05 7.53589e-06 1.62507e-05 9.42713e-06 4.80583e-05 4.61819e-05 1.37652e-05 9.50886e-06 1.72647e-05 3.2336e-05 1.35894e-05 2.68335e-05 1.17506e-05 4.25117e-05 2.53475e-05 1.46815e-05 1.39145e-05 2.22777e-05 1.7137e-05 1.15176e-05 1.36613e-05 1.02316e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.10467500000000002 0.09567500000000001 0.110195 -0.40071499999999999 -0.086254999999999984 -0.087414999999999979 0.093680000000000013 0.22926500000000002 -0.011559999999999999 -0.10224499999999999 0.11353000000000001 -1.0000000180025095e-35 -0.095379999999999979 -0.090639999999999984 -0.28558999999999996 0.10253500000000002 0.11922500000000001 -0.010834999999999999 -0.040564999999999997 -0.081029999999999977 -0.090644999999999989 0.10684 -0.0063549999999999987 -0.085594999999999991 0.088495000000000004 0.089755000000000015 0.10861000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8 -9 10 11 12 -3 -14 -13 16 17 -16 19 20 21 22 23 -17 25 -24 -26 28 -28 -22
right_child=1 9 -4 -5 -6 -7 7 8 -10 -11 -12 14 13 -15 15 18 -18 -19 -20 -21 29 -23 24 -25 26 -27 27 -29 -30 -31
leaf_value=-9.8762008123490623e-05 0.00013633832658386036 -0.00015697400047666517 -0.00011547913782123943 3.8134092028485612e-05 -0.00010089083961247527 7.6254062849329791e-05 -4.9259780134889296e-05 -2.9853497515567278e-05 5.5660369143633696e-05 -5.6634913209029982e-05 8.6449635504819028e-05 7.2350080302351638e-05 8.7351568426560051e-05 -6.3144356276593911e-05 9.1144858060943079e-07 -0.00013871307441149839 -1.2603359666137098e-05 0.00015269887895556168 -7.8878254201051538e-05 0.00011001780150598445 1.773320834248814e-06 -0.00015528488385660406 2.7061335612188489e-05 -1.754577624524245e-05 0.00011363215876785531 -0.0001019647237072881 -7.9093804224612547e-05 7.1125256986955974e-05 3.6388012882699042e-05 -6.2543772510252897e-05
leaf_weight=28 21 23 22 38 20 25 25 27 37 23 22 27 38 44 32 20 51 25 22 22 2323 22 32 20 22 23 20 21 21 25
leaf_count=28 21 23 22 38 20 25 25 27 37 23 22 27 38 44 32 20 51 25 22 22 2323 22 32 20 22 23 20 21 21 25
internal_value=0 1.36128e-06 -1.77764e-05 -7.02906e-06 -1.76229e-05 -5.895e-06 -2.34482e-05 2.46008e-07 1.95842e-05 3.76391e-07 8.35677e-07 1.70831e-07 -2.92323e-05 6.59766e-06 1.30255e-06 5.92339e-07 2.96654e-05 6.74849e-05 -6.18573e-07 5.10935e-08 -8.98011e-07 -2.41038e-05 -7.98097e-06 -7.81294e-05 1.22056e-05 -2.6895e-05 3.78073e-05 1.09017e-05 -1.99446e-05 1.08851e-06
internal_weight=0 2899 222 200 162 142 117 89 64 2878 2855 2833 105 82 2728 2701 108 57 2593 2571 2549 201 179 40 139 55 84 62 41 2348
internal_count=3121 2899 222 200 162 142 117 89 64 2878 2855 2833 105 82 2728 2701 108 57 2593 2571 2549 201 179 40 139 55 84 62 41 2348
is_linear=0
shrinkage=0.1


Tree=3422
num_leaves=31
num_cat=0
split_feature=12 130 132 1203 1185 50 147 147 147 15 3 160 0 13 0 51 3 1185 4 130 3 42 0 129 34 40 9 16 15 390
split_gain=8.26518e-06 2.15736e-05 8.36082e-06 0.000212233 0.000132801 3.52854e-05 7.77825e-06 1.64434e-05 1.35917e-05 1.03732e-05 8.72017e-06 3.39452e-05 2.44898e-05 4.51181e-05 2.20542e-05 4.77471e-05 1.8497e-05 1.88921e-05 1.82136e-05 1.72201e-05 3.35289e-05 2.91888e-05 1.86832e-05 1.89635e-05 1.6758e-05 7.92094e-05 5.31464e-05 2.02738e-05 0.000113125 2.41458e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.11204500000000002 0.099730000000000027 0.093875000000000014 0.17980000000000004 -0.095524999999999985 0.31396500000000005 0.10455500000000001 -0.029529999999999997 0.047850000000000011 -0.12463499999999998 -0.092984999999999984 0.085905000000000009 -0.086394999999999986 0.088310000000000013 -0.11255999999999998 -0.11051499999999999 0.16094000000000003 0.086095000000000019 -0.057544999999999992 -1.0000000180025095e-35 0.091905000000000014 -0.15241499999999997 -1.0000000180025095e-35 0.087590000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 7 8 9 10 11 19 14 -14 16 -16 -12 24 -19 21 -21 -6 23 -23 25 -18 27 28 -26 -29
right_child=-2 2 4 -5 6 -7 -8 -9 -10 -11 12 -13 13 -15 15 -17 17 18 -20 20 -22 22 -24 -25 26 -27 -28 29 -30 -31
leaf_value=8.9441011557398647e-05 -5.972498440077407e-05 -9.2911235133835201e-07 -0.00024652641798390758 0.0003058650455268039 0.00011016712683942451 -0.00014109885483776452 -6.2024420494708471e-05 8.4766725293498581e-05 -6.9456077367898879e-05 5.905056267996163e-05 -7.8052072183254495e-05 0.0001282734355906238 -0.00018800026442477246 8.6533975978194837e-06 -3.9698838736512702e-05 0.0001580987824546845 -2.0582533422314627e-05 0.00013294204536578038 1.1292824910924538e-05 -0.00013181583689583933 2.3835572327727513e-05 6.0393962391062931e-06 9.7217766285341768e-05 -9.4436815270455558e-05 -3.086695952329374e-06 0.00021359111975471023 -0.00016683459900377785 -8.2311568051458927e-07 -0.00020218873974182786 8.8222872047129301e-05
leaf_weight=27 23 176 22 23 29 20 20 23 28 30 32 24 20 28 23 26 52 20 32 25 31 309 21 20 211 20 20 1722 33 31
leaf_count=27 23 176 22 23 29 20 20 23 28 30 32 24 20 28 23 26 52 20 32 25 31 309 21 20 211 20 20 1722 33 31
internal_value=0 4.43412e-07 -3.39048e-07 1.84904e-05 -1.78493e-06 -1.52321e-05 1.17657e-07 5.5995e-07 -1.34975e-07 5.68537e-07 -7.43579e-08 1.24966e-05 -2.61623e-06 -7.32856e-05 -1.08962e-06 6.5255e-05 -2.58566e-06 -1.45771e-06 5.8081e-05 6.10888e-06 -4.56517e-05 1.37569e-05 5.7686e-06 -6.85801e-08 -2.93977e-06 4.44657e-05 -4.63198e-06 -3.00752e-06 -3.00144e-05 7.51571e-07
internal_weight=0 3098 3071 219 2852 196 2830 2810 2787 2759 2729 459 2270 48 2222 49 2173 2141 52 435 56 379 350 329 2089 72 2017 1997 244 1753
internal_count=3121 3098 3071 219 2852 196 2830 2810 2787 2759 2729 459 2270 48 2222 49 2173 2141 52 435 56 379 350 329 2089 72 2017 1997 244 1753
is_linear=0
shrinkage=0.1


Tree=3423
num_leaves=31
num_cat=0
split_feature=129 42 1184 1213 132 50 393 1203 16 16 2 3 1213 1211 1211 1213 1213 402 401 1212 12 1212 1 3 133 4 13 13 13 4
split_gain=8.92845e-06 4.09395e-05 1.33369e-05 8.37295e-06 8.51293e-06 0.000226916 0.000113688 4.08197e-05 8.34863e-06 1.76172e-05 1.28827e-05 1.61245e-05 9.54975e-06 8.2834e-06 1.11544e-05 9.64481e-06 1.90954e-05 1.7807e-05 2.17027e-05 1.01187e-05 4.95565e-05 4.26664e-05 2.18744e-05 2.21785e-05 4.0206e-05 2.97241e-05 1.07248e-05 7.6918e-05 6.09011e-05 7.8412e-05
threshold=-0.077709999999999987 -0.015274999999999999 0.089075000000000015 0.51258500000000007 -0.083284999999999984 0.10022000000000002 0.12679500000000002 0.089165000000000008 -0.097644999999999996 -0.090054999999999982 0.097385000000000013 -0.083154999999999993 -1.0000000180025095e-35 0.11986000000000001 0.10904000000000001 0.23509000000000002 0.12389500000000002 -0.45015499999999992 -0.06959499999999999 0.087615000000000012 0.084595000000000017 0.087210000000000024 0.08801500000000001 -0.082594999999999988 -0.0081349999999999981 -0.085964999999999986 -0.088319999999999996 -0.089109999999999981 -0.087404999999999997 -0.014149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 13 8 -2 -10 11 12 -11 14 15 16 17 -6 -19 21 -21 26 23 24 -22 -26 27 -20 29 -28
right_child=2 -3 -4 -5 6 -7 -8 -9 9 10 -12 -13 -14 -15 -16 -17 -18 18 19 20 22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.00014918626324548055 6.0803981759818278e-05 3.0503958532790422e-05 7.6565843941669149e-05 6.1598580478775225e-05 -7.2362695407398017e-05 0.00033078335005224551 -0.00023932046169647947 -0.00015106099228432869 -8.4457392571493997e-05 -3.644100247962949e-05 5.7845362809732452e-05 -8.7176731870964772e-05 4.4553286139686156e-05 -5.1455373129776427e-05 6.1170413452297598e-05 -6.3253753311679853e-05 8.1129757143508902e-05 8.8042846553954793e-05 2.2848889135653092e-06 -0.0001681552360726831 8.8782944845716523e-05 0.00014652628055046081 8.3639893030825385e-05 -9.8354615439737761e-05 1.9568899765347498e-05 -0.00014712115220390844 -0.00024779861155168519 0.00015579643185316985 -7.8222542839452023e-07 1.3322703750378899e-05
leaf_weight=21 20 32 23 22 34 21 20 20 25 24 36 22 37 31 30 24 29 28 484 21 33 20 24 28 23 20 23 35 1888 23
leaf_count=21 20 32 23 22 34 21 20 20 25 24 36 22 37 31 30 24 29 28 484 21 33 20 24 28 23 20 23 35 1888 23
internal_value=0 -4.06941e-05 7.02994e-07 1.29974e-07 -3.17366e-07 1.93576e-05 -1.74865e-06 -1.61856e-05 2.62667e-07 -8.14585e-06 7.88599e-06 -1.37831e-05 1.26867e-05 -5.04992e-08 5.25414e-07 -1.3931e-07 4.19019e-07 -4.53042e-07 4.69572e-07 -4.65612e-07 -2.5774e-05 1.05924e-06 -2.41463e-06 -2.22734e-05 5.75656e-06 -5.79614e-05 -1.26794e-07 1.26373e-05 -3.55211e-06 -0.000117238
internal_weight=0 53 3068 3045 3023 205 2818 184 164 144 119 83 61 2798 2767 2737 2713 2684 2650 2622 149 2473 128 104 76 43 2453 519 1934 46
internal_count=3121 53 3068 3045 3023 205 2818 184 164 144 119 83 61 2798 2767 2737 2713 2684 2650 2622 149 2473 128 104 76 43 2453 519 1934 46
is_linear=0
shrinkage=0.1


Tree=3424
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 10 2 40 10 10 4 11 1 1 1 0 9 2 15 13 44 158 40 4 40 15 1371 150 447 447 15
split_gain=8.7126e-06 5.03647e-05 2.33337e-05 8.56683e-06 2.03394e-05 2.60722e-05 1.5655e-05 1.46172e-05 1.45442e-05 8.07836e-05 1.29482e-05 8.72558e-06 8.4683e-06 2.54721e-05 1.86833e-05 1.8176e-05 1.90484e-05 6.5934e-05 6.2136e-05 1.6205e-05 3.76996e-05 9.41657e-06 3.1147e-05 1.28863e-05 1.87119e-05 1.33388e-05 1.98205e-05 3.60373e-05 1.50701e-05 1.54662e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 -0.11058499999999999 -0.011559999999999999 0.053180000000000012 -1.0000000180025095e-35 0.15799000000000005 0.13756000000000004 0.13604000000000002 -0.097274999999999986 0.088235000000000022 -0.0050599999999999994 -0.10203999999999998 -0.0072999999999999992 0.099360000000000018 -0.47356499999999996 -0.083564999999999987 -0.0086549999999999978 -0.079414999999999986 -0.093244999999999981 0.086910000000000015 0.12640500000000002 0.094005000000000019 0.088380000000000014 -0.46471999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -6 -8 9 -9 -10 12 13 15 -14 16 17 -12 -19 20 -18 22 -22 24 -23 26 27 28 29 -25
right_child=1 3 -4 4 6 -7 7 8 10 -11 11 -13 14 -15 -16 -17 19 18 -20 -21 21 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-7.029334502033472e-06 0.00015576528714432027 -6.4883805680437942e-05 -0.00010621964487385143 -7.1032435395560853e-06 -8.6243606347125024e-05 0.00015243168321831037 8.3537049302625144e-05 -0.00017411007570794588 7.8972151927051278e-05 8.6255877431540287e-05 0.00020101853574271361 -6.5661486266890286e-05 -3.1145682232118611e-05 -0.0001126916850626003 7.6716667076869358e-05 -7.8129150429519776e-05 0.00012296722433529795 8.684482149369109e-05 -0.00014570920502592345 -8.9588425089459642e-05 3.9663503375777513e-05 0.00012525321133580292 -0.00013682151702596457 -6.8670553644716909e-05 -8.3932537977075721e-06 6.4535552636727753e-05 -7.4103737200415274e-05 0.00011908144303015434 -7.3264446862218583e-05 2.9618829250475679e-07
leaf_weight=195 21 20 27 21 21 20 21 26 21 22 21 20 26 20 42 29 25 27 20 20 20 20 20 33 22 31 37 25 29 2219
leaf_count=195 21 20 27 21 21 20 21 26 21 22 21 20 26 20 42 29 25 27 20 20 20 20 20 33 22 31 37 25 29 2219
internal_value=0 1.4621e-06 -1.9093e-05 3.36193e-07 7.92596e-07 7.07187e-05 -2.25143e-07 4.20919e-07 -2.08068e-07 -5.47757e-05 7.52418e-07 1.45391e-07 6.3539e-07 -2.6954e-07 3.54752e-05 5.95912e-07 1.48459e-06 5.37061e-05 -1.21143e-05 6.47377e-08 7.87456e-07 -4.56231e-07 -4.8579e-05 3.40504e-07 5.52479e-05 -6.309e-07 -1.49311e-06 -3.28066e-07 -1.63681e-06 -7.14426e-07
internal_weight=0 2899 222 2878 2858 41 2817 2796 2775 48 2727 2706 2686 2618 68 2598 2569 68 47 2501 2481 2456 40 2416 42 2374 2343 2306 2281 2252
internal_count=3121 2899 222 2878 2858 41 2817 2796 2775 48 2727 2706 2686 2618 68 2598 2569 68 47 2501 2481 2456 40 2416 42 2374 2343 2306 2281 2252
is_linear=0
shrinkage=0.1


Tree=3425
num_leaves=31
num_cat=0
split_feature=10 0 11 9 3 2 1 34 16 15 13 1186 482 158 16 148 4 52 3 3 2 12 484 12 403 12 1 1429 1 48
split_gain=7.24165e-06 5.44907e-05 2.45392e-05 1.83351e-05 1.31117e-05 1.09519e-05 9.54473e-05 3.33138e-05 1.00746e-05 8.43164e-06 8.80883e-06 2.71357e-05 2.73161e-05 4.32245e-05 2.40677e-05 4.99253e-05 3.48523e-05 5.2138e-05 5.75971e-05 0.000119707 2.81227e-05 6.70425e-05 3.63197e-05 2.60381e-05 4.35398e-05 3.46748e-05 2.81872e-05 6.29076e-05 0.000115984 5.33392e-05
threshold=0.053330000000000009 -0.079829999999999998 -1.0000000180025095e-35 0.091905000000000014 -0.023499999999999997 -0.0050599999999999994 0.094220000000000012 -0.079379999999999992 -0.0094449999999999968 0.23208000000000004 -0.0013449999999999996 -0.085584999999999981 0.090355000000000005 0.10667500000000002 -0.5335399999999999 -0.063899999999999985 0.076415000000000025 -0.21968999999999997 -0.063814999999999997 0.10732000000000001 0.083935000000000023 0.082095000000000015 -0.093244999999999981 0.10589000000000003 0.092070000000000013 0.110195 0.10205500000000002 -0.0065149999999999991 0.11061500000000002 0.099600000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -3 6 -4 8 -8 10 -7 -12 13 14 15 -13 20 -18 -19 -20 21 -16 -22 24 26 -25 29 -28 -29 -24
right_child=1 4 3 -5 -6 9 7 -9 -10 -11 11 12 -14 -15 16 -17 17 18 19 -21 22 -23 23 25 -26 -27 27 28 -30 -31
leaf_value=9.9422563211192037e-05 -0.00015886235835395107 -2.6193760248133915e-05 0.00022726298684574433 -9.3175123384710233e-05 7.4309189087081777e-05 -4.570513438233834e-06 6.9647809747645326e-05 -0.00012976950869415305 -2.2969583907346848e-05 5.623904538739366e-05 0.00010810577584309684 5.1550547678267496e-05 0.00010147557633380139 -0.00010169835289464875 -0.00018527591522657673 -0.00015575601842451412 -6.777474679135291e-05 -7.3909423690565747e-06 0.00034855920277463852 4.3144869370294286e-05 0.00013652617112091487 1.7253563583673822e-06 2.8539194400983322e-06 -0.00016119208339659963 0.00013340946406342798 -8.8290294778574715e-06 -7.2403719106525253e-05 0.00020597972228902757 -8.1849892826756424e-05 -0.00016630957979941742
leaf_weight=25 23 25 20 21 27 2024 24 20 23 26 26 21 28 39 26 26 24 32 21 33 22 73 274 20 29 59 27 42 21 20
leaf_count=25 23 25 20 21 27 2024 24 20 23 26 26 21 28 39 26 26 24 32 21 33 22 73 274 20 29 59 27 42 21 20
internal_value=0 -3.06977e-05 7.55847e-07 -6.06601e-08 2.59905e-05 5.91141e-07 3.55531e-05 -2.16738e-05 2.43244e-05 -4.53036e-07 -9.63598e-07 7.49573e-06 4.37044e-06 1.00957e-06 6.21166e-06 -6.31297e-05 1.07193e-05 6.25493e-05 9.89188e-05 0.000161917 1.41869e-06 -4.73861e-05 1.08188e-05 5.19777e-06 1.52592e-05 -4.7402e-05 6.33641e-06 5.53044e-05 0.000110037 -8.6538e-06
internal_weight=0 75 3046 3021 52 3000 87 67 47 2913 2887 863 837 809 770 47 723 110 86 54 613 99 514 492 413 79 384 90 63 294
internal_count=3121 75 3046 3021 52 3000 87 67 47 2913 2887 863 837 809 770 47 723 110 86 54 613 99 514 492 413 79 384 90 63 294
is_linear=0
shrinkage=0.1


Tree=3426
num_leaves=31
num_cat=0
split_feature=33 130 12 9 3 15 1204 1185 1186 13 13 13 0 15 16 12 1213 2 52 160 12 12 16 15 151 2 1 1 473 1
split_gain=7.95936e-06 7.82612e-06 1.87802e-05 8.03436e-06 2.03667e-05 8.35695e-06 8.29865e-06 1.09745e-05 1.15892e-05 8.46899e-06 3.97107e-05 3.20722e-05 3.59114e-05 3.4678e-05 8.2639e-05 3.18741e-05 2.79669e-05 2.56336e-05 3.66589e-05 2.06059e-05 1.6802e-05 2.73048e-05 2.71611e-05 2.13322e-05 2.18917e-05 1.65129e-05 1.19291e-05 5.17144e-05 4.16756e-05 4.00448e-05
threshold=-0.009184999999999997 -0.23647499999999996 0.23631000000000002 0.088235000000000022 -0.014944999999999998 -0.56020999999999987 0.053645000000000005 -0.10973499999999999 -0.092084999999999986 -0.091559999999999989 -0.090799999999999978 -0.093219999999999983 0.034820000000000011 -0.03241999999999999 -0.18708499999999997 0.08598500000000002 -0.08342999999999999 0.084655000000000022 -0.0092699999999999987 -0.15400999999999995 0.094375000000000014 0.089085000000000011 -0.08595499999999999 -0.21699999999999997 -1.0000000180025095e-35 0.11728500000000001 0.10337500000000001 0.10205500000000002 0.080835000000000004 0.107145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 -7 -9 11 -11 12 13 19 -15 17 -13 -16 -19 -10 21 22 23 -21 -25 -24 27 28 -12 -28
right_child=1 2 -4 4 -6 6 -8 8 9 10 26 16 -14 14 15 -17 -18 18 -20 20 -22 -23 25 24 -26 -27 29 -29 -30 -31
leaf_value=-5.0418584461083579e-05 -6.1845879608881665e-05 -5.9239227039142864e-05 9.2973269412058559e-05 -1.8192363941418609e-05 0.00010060629504854054 -7.4322416580798758e-05 5.5194948274422338e-05 6.2908071093512142e-05 0.00011599962541367858 -0.00013662555141887755 1.0966774545127249e-06 -5.8020891932149735e-06 0.00010684599486315468 -0.00018640848217756913 -4.6382117550820116e-05 -7.6818826980739593e-05 0.00014182037407546445 -7.5097938558125569e-06 0.0001691627965318849 -1.6986703149786294e-05 7.7254428057737344e-05 -9.788090017257044e-05 -0.00010327683058162422 2.2226061818877325e-05 0.00016203370538884582 1.0185317823298051e-05 -7.4404274659792334e-05 0.00011880408179619023 -0.00013149870034491568 -1.1907454553703238e-06
leaf_weight=31 20 24 22 31 27 20 27 29 20 22 1923 21 30 32 25 39 33 24 23 26 30 26 23 21 24 29 94 37 24 364
leaf_count=31 20 24 22 31 27 20 27 29 20 22 1923 21 30 32 25 39 33 24 23 26 30 26 23 21 24 29 94 37 24 364
internal_value=0 5.05824e-07 9.12024e-07 2.4754e-07 3.71105e-05 -4.67527e-07 8.03674e-09 -4.98954e-07 6.8591e-09 -6.2433e-07 -2.8752e-06 1.23948e-05 1.94076e-06 -7.26146e-06 -4.48255e-05 -4.00881e-06 8.44116e-05 3.54299e-05 7.8947e-05 1.97318e-05 8.97563e-06 -4.77177e-06 1.49098e-05 5.51254e-05 9.67901e-05 -3.99999e-05 -1.67025e-06 1.68785e-06 -5.3778e-07 -1.62171e-05
internal_weight=0 3090 3070 3048 58 2990 2966 2939 2919 2890 2464 426 372 342 143 111 54 72 47 199 179 149 123 71 45 52 2442 1984 1947 458
internal_count=3121 3090 3070 3048 58 2990 2966 2939 2919 2890 2464 426 372 342 143 111 54 72 47 199 179 149 123 71 45 52 2442 1984 1947 458
is_linear=0
shrinkage=0.1


Tree=3427
num_leaves=31
num_cat=0
split_feature=12 130 10 1 0 1 9 3 34 10 11 11 52 11 11 2 2 13 13 13 13 13 13 13 2 15 13 13 15 16
split_gain=8.55598e-06 2.05759e-05 7.67123e-06 4.22499e-05 2.54584e-05 1.4656e-05 1.16061e-05 5.32019e-05 8.07453e-06 1.25963e-05 7.56906e-06 1.12013e-05 4.55199e-05 4.13855e-05 1.76948e-05 1.96181e-05 2.49974e-05 8.78961e-06 6.92713e-05 3.28955e-05 4.24678e-05 5.47516e-05 2.78534e-05 2.59604e-05 4.58162e-05 2.22101e-05 1.61293e-05 4.59201e-05 4.00407e-05 3.41822e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.011559999999999999 0.093400000000000025 -0.098289999999999975 0.11829500000000003 0.08925000000000001 -0.014944999999999998 -0.097449999999999981 0.046740000000000011 0.096435000000000007 0.086080000000000018 -0.56022499999999986 0.088215000000000002 0.076920000000000002 0.08622500000000001 0.095545000000000005 -0.17933499999999997 -0.40078499999999995 -0.10278499999999999 -0.097984999999999989 -0.096404999999999991 -0.094514999999999988 -0.13710499999999998 0.087955000000000019 -0.083359999999999976 -0.091559999999999989 -0.090799999999999978 0.087960000000000024 -0.092804999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 8 -8 -4 10 11 14 -13 -14 17 -16 -17 18 25 23 -21 -22 -23 -19 -25 -10 28 -28 29 -24
right_child=-2 2 6 4 5 -7 7 -9 9 -11 -12 12 13 -15 15 16 -18 19 -20 20 21 22 26 24 -26 -27 27 -29 -30 -31
leaf_value=8.7366635718219064e-05 -6.0766564685922202e-05 -0.00015378098797728379 6.318106919934507e-05 8.9421941200271254e-05 3.7251250995766549e-05 -6.5914049492903366e-05 0.00014828751792083495 -7.0531390283576906e-05 -3.4357190786383345e-05 -7.2722961325174168e-05 4.268398517480109e-05 -0.00016752294270190761 -9.0310052027317317e-05 9.4458958456353125e-05 0.0001206395136541687 -7.0944744888514657e-05 7.2314840207550804e-05 -1.0175377667565044e-06 -0.00016855544462386106 -0.00013994328576452311 0.00015666367220216093 -9.5986842784294554e-05 8.2668751154256907e-05 1.0846490695257672e-05 0.00022233020104717334 6.1862513904727283e-05 -0.0001492434594270197 -7.0316279088337893e-07 0.00015152155465329999 -8.4689698493233524e-05
leaf_weight=27 23 21 20 25 21 40 25 20 49 24 41 20 22 27 25 21 29 32 27 22 22 31 23 20 21 47 21 2325 24 26
leaf_count=27 23 21 20 25 21 40 25 20 49 24 41 20 22 27 25 21 29 32 27 22 22 31 23 20 21 47 21 2325 24 26
internal_value=0 4.51137e-07 -3.13017e-07 -2.66181e-05 4.43329e-06 -3.03981e-05 6.36593e-07 5.10347e-05 -1.40355e-07 -5.77206e-07 2.50547e-08 -5.921e-07 -4.03897e-05 1.15014e-05 4.0104e-07 4.83104e-05 1.21458e-05 -9.34722e-07 -2.70485e-05 3.16541e-07 -1.62019e-06 -3.89155e-07 -1.79943e-06 6.64836e-05 0.000119167 1.27504e-05 -5.92393e-07 -2.03281e-06 4.56982e-05 -6.13369e-06
internal_weight=0 3098 3071 107 86 61 2964 45 2919 2899 2875 2834 69 49 2765 75 50 2690 123 2567 2494 2472 2450 73 41 96 2419 2346 73 49
internal_count=3121 3098 3071 107 86 61 2964 45 2919 2899 2875 2834 69 49 2765 75 50 2690 123 2567 2494 2472 2450 73 41 96 2419 2346 73 49
is_linear=0
shrinkage=0.1


Tree=3428
num_leaves=31
num_cat=0
split_feature=130 40 132 15 1185 50 133 130 52 403 12 97 34 43 33 150 376 4 4 2 160 2 13 150 49 16 1 42 12 4
split_gain=8.15677e-06 1.80011e-05 6.94741e-06 0.000209617 0.000114498 3.73669e-05 8.13688e-06 1.5204e-05 1.22784e-05 8.25291e-06 8.17055e-06 6.97876e-06 1.43168e-05 5.20608e-05 3.71673e-05 1.75199e-05 8.23325e-06 7.85128e-06 5.27437e-05 7.17184e-05 3.00238e-05 2.40924e-05 2.21787e-05 3.04616e-05 4.88905e-05 2.447e-05 2.9525e-05 2.22587e-05 2.04872e-05 1.83456e-05
threshold=-0.23647499999999996 -0.23755499999999996 -0.083284999999999984 0.091650000000000023 -0.087384999999999977 0.09227500000000001 -0.14717499999999997 0.09364500000000002 0.085175000000000015 -0.081904999999999992 0.086915000000000006 -0.086464999999999986 -0.057544999999999992 -0.075574999999999989 -1.0000000180025095e-35 0.084555000000000019 -0.083489999999999981 0.076415000000000025 0.181285 0.086590000000000014 0.099315000000000014 0.099185000000000009 -0.0075049999999999987 0.12083000000000001 -0.0072499999999999986 -0.50690499999999983 0.093575000000000019 0.083865000000000009 0.094835000000000017 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 6 7 -3 9 -8 -10 -6 13 15 -14 -13 -16 29 19 -19 22 -21 25 24 -24 26 -20 -28 -23 -18
right_child=1 2 4 -5 11 -7 8 -9 10 -11 -12 12 14 -15 16 -17 17 18 20 21 -22 28 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-6.3657294194854341e-05 8.1706408807938856e-05 8.2328469977289428e-05 -0.00024004845065064728 0.00027775310333742748 -5.3633577495778208e-05 -0.00013384649607905885 -1.9222130246513797e-05 -1.6941012876890861e-05 -3.8190110701014584e-05 -0.00010506307174052512 3.876534895892759e-05 -6.9506284028951381e-05 -0.00013653065499966033 0.00014376813771612492 -4.7210637421812866e-05 5.1323798907105811e-05 6.8534374157872191e-07 0.00020916471373217567 0.00016049470027610369 -6.7014264779919323e-05 -0.00012436981007340366 0.00013629754101289327 -0.00015295600242097864 7.3770439848885877e-05 -9.0611543440440052e-06 -2.9469864443854024e-06 0.000104130737045125 -3.5057361701210202e-05 9.183163183479338e-06 -3.875511754886248e-05
leaf_weight=20 27 27 20 27 24 25 24 36 22 21 37 30 20 31 36 20 2087 29 24 21 20 21 33 24 83 128 20 27 32 125
leaf_count=20 27 27 20 27 24 25 24 36 22 21 37 30 20 31 36 20 2087 29 24 21 20 21 33 24 83 128 20 27 32 125
internal_value=0 4.10561e-07 -3.03488e-07 1.68614e-05 -1.62016e-06 -1.98265e-05 -2.75765e-06 2.56031e-05 -1.99377e-05 -5.92812e-05 1.00701e-05 6.18703e-08 5.20316e-07 4.19518e-05 -7.08971e-07 -2.11743e-05 2.93403e-07 9.32949e-07 1.27896e-05 7.58698e-05 -5.30865e-06 2.36326e-05 1.71561e-06 -2.87795e-05 -4.99968e-05 2.31695e-05 7.02527e-05 2.41716e-05 5.95492e-05 -1.54343e-06
internal_weight=0 3101 3074 219 2855 192 167 63 104 45 59 2835 2811 81 2730 50 2710 2674 462 103 359 74 339 140 116 199 71 47 53 2212
internal_count=3121 3101 3074 219 2855 192 167 63 104 45 59 2835 2811 81 2730 50 2710 2674 462 103 359 74 339 140 116 199 71 47 53 2212
is_linear=0
shrinkage=0.1


Tree=3429
num_leaves=31
num_cat=0
split_feature=12 130 132 1185 15 1186 10 0 0 124 9 10 11 12 11 157 2 475 475 475 156 1371 2 151 52 52 475 3 16 13
split_gain=8.66597e-06 1.84505e-05 8.18611e-06 5.26301e-05 2.53068e-05 1.55747e-05 7.5554e-06 5.32169e-05 3.86952e-05 1.3641e-05 1.31609e-05 2.1074e-05 8.70142e-06 4.31921e-05 2.03816e-05 1.16199e-05 4.76603e-05 2.34216e-05 1.41844e-05 6.00251e-05 5.67089e-05 5.29829e-05 8.89259e-05 2.13706e-05 1.74976e-05 1.42465e-05 2.93832e-05 2.1417e-05 1.44287e-05 2.80355e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.011559999999999999 -0.10224499999999999 -0.087414999999999979 -1.0000000180025095e-35 0.08925000000000001 0.10513000000000002 0.094350000000000003 0.10149500000000002 0.088710000000000011 0.23903500000000003 0.10060500000000001 -0.10664 -0.086304999999999979 -0.085754999999999984 0.087465000000000015 0.083235000000000017 0.088055000000000008 -0.52488999999999986 -0.57009999999999994 -0.55061999999999989 0.058495000000000012 -0.077644999999999978 0.071345000000000006 -0.28558999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 -5 -9 -10 12 -12 14 -14 15 17 -17 -8 20 -20 -19 23 -23 -21 -25 -26 28 -28 -27 -30
right_child=-2 2 3 6 -6 -7 10 8 9 -11 11 -13 13 -15 -16 16 -18 18 19 21 -22 22 -24 24 25 26 27 -29 29 -31
leaf_value=8.2758061142629706e-05 -6.1155941100720241e-05 2.9748910025969883e-06 0.00015889671409413929 -0.00016079289277473911 -0.00011354274209224969 -8.8137393097332246e-05 -9.3388568321070469e-05 0.00013229060248704628 2.6366195480578527e-05 -6.766237507791731e-05 0.00012740023206182134 -1.4270175909457198e-05 0.00013695002280292103 -3.9712863534283144e-05 -9.0543281286954887e-05 -3.6992645410854109e-05 0.00016229831131308207 -2.1404191613241675e-05 -0.00016930596026386844 -8.8268980873960711e-05 0.00017678478360804467 0.00026373103835794612 -3.447341219725786e-05 9.2748531569668573e-05 -6.4506663017839722e-05 1.4315059430260853e-06 0.00014135929162148385 6.0752423120323906e-06 9.3484109966084376e-05 -2.8696155121516704e-05
leaf_weight=27 23 176 21 23 25 21 27 20 27 36 21 21 25 31 25 28 21 42 21 28 22 20 20 20 35 1940 25 22 20 308
leaf_count=27 23 176 21 23 25 21 27 20 27 36 21 21 25 31 25 28 21 42 21 28 22 20 20 20 35 1940 25 22 20 308
internal_value=0 4.54026e-07 -2.69585e-07 1.17163e-06 -1.87652e-05 -6.73759e-06 4.05037e-10 -2.61923e-05 1.11067e-05 -2.73644e-05 1.0204e-06 5.6565e-05 1.49924e-07 3.91545e-05 -6.8249e-07 1.81888e-07 4.84178e-05 -7.44997e-07 2.46432e-07 -9.63213e-07 4.67233e-05 4.86827e-07 0.000114629 -1.41713e-06 -3.91028e-07 -1.18371e-06 -2.26339e-07 7.80348e-05 -1.84815e-06 -2.12461e-05
internal_weight=0 3098 3071 2849 222 197 2828 106 83 63 2722 42 2680 56 2624 2599 49 2550 2523 2459 64 2438 40 2398 2370 2350 2315 47 2268 328
internal_count=3121 3098 3071 2849 222 197 2828 106 83 63 2722 42 2680 56 2624 2599 49 2550 2523 2459 64 2438 40 2398 2370 2350 2315 47 2268 328
is_linear=0
shrinkage=0.1


Tree=3430
num_leaves=31
num_cat=0
split_feature=130 10 48 40 10 10 16 9 33 0 132 1186 394 15 129 129 394 2 4 52 12 15 393 130 2 14 157 158 42 12
split_gain=8.46471e-06 1.82742e-05 2.48167e-05 1.50757e-05 1.55995e-05 1.26557e-05 7.0252e-05 1.23186e-05 6.16056e-05 3.33361e-05 7.30331e-06 0.000205037 0.00010992 2.2047e-05 9.10163e-06 2.95026e-05 1.86438e-05 8.75756e-06 2.59413e-05 1.28902e-05 1.14579e-05 7.9208e-06 7.75941e-06 1.04142e-05 1.86907e-05 1.23108e-05 4.82526e-05 3.02499e-05 1.53831e-05 2.69802e-05
threshold=-0.23647499999999996 -0.38124499999999995 0.086665000000000006 -0.24134999999999998 -0.11058499999999999 -0.011559999999999999 -0.056919999999999991 0.092235000000000011 -0.012019999999999998 1.0000000180025095e-35 -0.083284999999999984 0.0044650000000000011 0.10969000000000002 0.092400000000000024 -0.08341999999999998 -0.077709999999999987 -0.10421499999999999 0.089320000000000024 0.10528000000000001 0.089575000000000016 0.091545000000000015 0.23208000000000004 0.098330000000000015 -0.0093649999999999983 0.088055000000000008 -0.31455999999999995 -0.075754999999999989 -0.47382999999999992 -0.095859999999999987 0.089300000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 8 -7 -9 11 13 14 17 -12 -16 -17 20 19 -19 -10 22 23 24 -18 26 -25 -27 29 -29
right_child=1 3 -4 4 5 7 -8 9 10 -11 12 -13 -14 -15 15 16 21 18 -20 -21 -22 -23 -24 25 -26 27 -28 28 -30 -31
leaf_value=-6.4847793000808449e-05 0.00014645853501860985 -8.4907411266093343e-05 -9.188045580577594e-06 8.4013906747383202e-05 -0.00015812959921917085 0.00017174926844225932 8.574040021769525e-05 -0.00014210668762513836 -2.2974501045306779e-06 3.8288514224404936e-05 6.4326718744599597e-05 0.0003144063995153244 -0.00022417282016249374 -0.0001021884666679398 -0.00012125563253903237 7.0196990820573107e-05 -6.9755611297421576e-05 0.00012520986552276141 -6.6136077257397127e-05 1.5677214971566131e-05 -8.3366440495327959e-05 6.2328624057954594e-05 6.1196927854325627e-05 0.00017249117932806258 1.7838423034499145e-05 -0.00012371558259474113 -1.1828570407543543e-05 -1.7518570883920703e-05 -2.4536102338213719e-06 6.3281879530344693e-05
leaf_weight=20 20 21 21 22 27 21 21 21 84 20 22 21 22 25 20 38 58 22 20 21 22 20 20 20 42 20 49 72 2192 97
leaf_count=20 20 21 21 22 27 21 21 21 84 20 22 21 22 25 20 38 58 22 20 21 22 20 20 20 42 20 49 72 2192 97
internal_value=0 4.18233e-07 6.67371e-05 -4.70354e-07 1.13121e-07 -4.98685e-07 -5.14365e-05 3.24829e-07 1.08705e-06 -5.4109e-05 -1.45802e-07 1.75902e-05 -1.56231e-06 -1.45394e-05 2.71934e-07 -2.60243e-07 6.60574e-07 -1.57355e-06 2.79542e-05 7.17172e-05 -1.91231e-05 -3.59651e-07 -8.47498e-07 -1.33412e-06 -3.29661e-05 -4.3019e-08 4.15974e-05 -1.24974e-06 -2.12329e-07 2.8858e-05
internal_weight=0 3101 41 3060 3039 3017 48 2969 2928 41 2907 215 2692 194 2670 2648 2628 169 63 43 106 2590 2570 2550 100 2450 69 2381 2361 169
internal_count=3121 3101 41 3060 3039 3017 48 2969 2928 41 2907 215 2692 194 2670 2648 2628 169 63 43 106 2590 2570 2550 100 2450 69 2381 2361 169
is_linear=0
shrinkage=0.1


Tree=3431
num_leaves=31
num_cat=0
split_feature=33 132 1185 132 403 403 50 120 12 46 46 3 2 1 12 1 160 0 2 151 2 2 1 2 16 49 1 0 1 3
split_gain=9.59869e-06 8.58963e-06 4.62103e-05 2.03674e-05 9.21595e-06 1.65961e-05 9.2301e-06 8.02675e-06 1.65865e-05 8.30443e-06 1.49253e-05 8.88825e-06 4.08303e-05 9.8216e-05 0.000325844 0.000143891 3.56341e-05 3.04957e-05 2.24108e-05 5.23722e-05 3.2602e-05 6.43315e-05 4.6724e-05 2.50843e-05 4.9497e-05 3.5283e-05 3.50673e-05 2.23052e-05 1.88397e-05 1.05568e-05
threshold=-0.009184999999999997 -0.083174999999999985 -0.083264999999999992 -0.084644999999999984 -0.090774999999999981 -0.088034999999999988 0.09227500000000001 0.093680000000000013 0.22926500000000002 0.10987500000000001 0.083550000000000013 -1.0000000180025095e-35 0.08647500000000001 0.092390000000000014 -1.0000000180025095e-35 0.083835000000000007 0.10580000000000002 -0.09515499999999999 0.092755000000000018 -0.0096649999999999982 0.10644500000000001 0.11093500000000002 0.099195000000000019 0.14445500000000003 -0.11676499999999999 -0.043469999999999995 0.11507500000000002 -0.15599999999999997 0.086920000000000011 -0.011549999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 -7 8 9 10 11 29 13 15 17 -13 18 -15 19 -14 22 -22 28 25 -25 -23 27 -27 -20 -4
right_child=1 2 7 -5 5 6 -8 -9 -10 -11 -12 12 16 14 -16 -17 -18 -19 20 -21 21 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-5.536783353290371e-05 5.4322610870236705e-05 0.00014981879614337924 -3.2569940815628685e-08 -0.00010972125978283161 -9.9222755462895806e-05 6.1260973655986492e-06 -5.9060475226802883e-05 -5.9236974894619459e-05 8.7891280451334427e-05 6.4929283144010694e-05 -7.6658276331727394e-05 0.00010974910585970904 -4.7889508145586171e-05 8.8351888261968274e-05 0.00048142414034373364 -0.00024702577582502277 -0.00011152792336101161 -7.7316837392572781e-05 -6.0386088795173147e-05 0.00015828975124999747 0.00018583567808491352 -0.00012151201217127364 -0.00018431651769788005 0.00016746661104579373 -2.8659489415135356e-05 0.00014020052462001333 -7.2055304647489853e-05 8.6713943919339387e-07 6.5773724927566945e-05 -3.191407588620269e-05
leaf_weight=31 21 21 2203 22 21 132 26 22 22 20 25 26 22 20 20 20 28 25 29 28 20 31 22 22 31 20 35 27 20 109
leaf_count=31 21 21 2203 22 21 132 26 22 22 20 25 26 22 20 20 20 28 25 29 28 20 31 22 22 31 20 35 27 20 109
internal_value=0 5.55476e-07 2.02236e-06 -1.8395e-05 -8.34915e-06 -1.57017e-05 -4.60081e-06 9.32183e-07 1.40076e-06 7.21916e-07 2.6049e-07 9.57724e-07 1.38829e-05 6.64465e-05 0.000145578 -4.53704e-05 -3.53365e-06 -3.68629e-06 6.31599e-06 6.75709e-05 -5.60131e-06 1.6404e-05 -6.32491e-05 -4.00942e-06 5.27513e-05 -3.06317e-05 3.72546e-06 6.01579e-05 -8.89229e-06 -1.53563e-06
internal_weight=0 3090 2868 222 200 179 158 2847 2825 2803 2783 2758 446 111 65 46 335 45 307 50 257 186 71 166 53 113 82 47 49 2312
internal_count=3121 3090 2868 222 200 179 158 2847 2825 2803 2783 2758 446 111 65 46 335 45 307 50 257 186 71 166 53 113 82 47 49 2312
is_linear=0
shrinkage=0.1


Tree=3432
num_leaves=31
num_cat=0
split_feature=10 12 39 11 9 2 34 123 123 14 14 1456 3 3 9 3 3 2 1 51 16 51 13 41 0 160 123 4 158 49
split_gain=7.88866e-06 4.74956e-05 3.39759e-05 2.1213e-05 2.05457e-05 1.82221e-05 8.31917e-06 7.44736e-06 1.30671e-05 8.1319e-06 2.77892e-05 2.76849e-05 1.76205e-05 3.16011e-05 1.22144e-05 1.2103e-05 2.79779e-05 1.94194e-05 0.000153558 2.16372e-05 3.42516e-05 2.61418e-05 1.86089e-05 6.29183e-05 1.55406e-05 1.60073e-05 2.42239e-05 2.22048e-05 1.91566e-05 2.42649e-05
threshold=0.053330000000000009 -0.010834999999999999 0.089790000000000023 -1.0000000180025095e-35 0.088235000000000022 -0.080614999999999978 -0.085114999999999982 0.13162000000000004 0.11410500000000003 -0.31058999999999998 -0.23960999999999996 0.12676500000000004 -0.022174999999999997 0.10299500000000002 -0.036024999999999995 -0.028564999999999997 -0.045649999999999989 0.084755000000000011 0.094220000000000012 0.094075000000000006 -0.073404999999999984 0.08955500000000001 -0.15416999999999995 0.082095000000000015 -0.26343999999999995 0.096485000000000015 0.086445000000000008 0.071150000000000005 0.083490000000000023 -0.079429999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 -7 8 9 12 -11 14 -8 -14 -12 16 22 18 -17 21 -21 24 23 -16 -19 26 28 -28 29 -26
right_child=1 -3 -4 4 -6 6 7 -9 -10 10 11 -13 13 -15 15 17 -18 19 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=9.2525192332686872e-05 0.0001065218407802604 -0.00013226471922374411 -6.6843584136222489e-05 9.605411614757032e-05 -7.6142297163772e-05 6.2998407970770213e-05 3.2802834190079015e-05 -6.0980510170338675e-05 7.884838511624063e-05 0.0001179656771637383 -5.6462712008568982e-05 -0.00010509215157071596 -0.00014969279272918358 2.050600310212758e-05 -0.00018799752495916828 0.00024282166523335036 -8.9236996427644047e-05 -6.319387476348008e-05 -0.00010795374576749358 0.00012841028708660611 -5.2623724269967464e-06 -0.00010421305968243953 9.0110937185997629e-07 5.9833561026607638e-05 7.521411206716737e-05 8.2937493877172281e-05 -0.00013712366247394434 -1.8786576455803932e-08 9.3950250222154987e-05 -8.2660812994782039e-06
leaf_weight=25 26 29 20 20 35 21 25 20 21 20 37 25 24 20 21 26 36 30 24 36 41 23 2164 20 43 29 21 27 29 183
leaf_count=25 26 29 20 20 35 21 25 20 21 20 37 25 24 20 21 26 36 30 24 36 41 23 2164 20 43 29 21 27 29 183
internal_value=0 -3.20397e-05 3.11456e-05 7.88895e-07 2.97398e-08 9.2258e-07 2.811e-07 -1.6612e-07 2.49704e-07 -3.18674e-07 5.0688e-07 -3.2764e-07 -3.42382e-05 -7.23297e-05 6.1111e-07 1.37818e-06 -1.79108e-06 1.52499e-05 7.44495e-05 8.84297e-06 5.72339e-05 -8.35227e-07 -3.63391e-07 -6.71043e-05 5.73298e-06 1.19613e-05 5.16821e-06 -6.00022e-05 1.74356e-05 7.61732e-06
internal_weight=0 75 46 3046 3021 2986 2966 2945 2925 2904 2835 2815 69 44 2790 2753 2241 512 50 462 77 385 2205 41 362 332 303 48 255 226
internal_count=3121 75 46 3046 3021 2986 2966 2945 2925 2904 2835 2815 69 44 2790 2753 2241 512 50 462 77 385 2205 41 362 332 303 48 255 226
is_linear=0
shrinkage=0.1


Tree=3433
num_leaves=31
num_cat=0
split_feature=33 34 9 0 132 50 1185 1203 12 16 2 447 447 1348 16 447 120 130 0 16 4 12 4 1 1 1212 1212 1210 3 12
split_gain=7.53766e-06 8.10869e-06 1.30592e-05 2.52194e-05 7.30135e-06 0.000205926 0.000114946 3.87156e-05 7.64167e-06 7.6337e-06 2.05448e-05 1.98072e-05 1.014e-05 1.83062e-05 1.46069e-05 1.31077e-05 1.05499e-05 1.50158e-05 1.01784e-05 1.11587e-05 2.26509e-05 2.22208e-05 1.77997e-05 1.29437e-05 1.42321e-05 1.20646e-05 2.84217e-05 3.3185e-05 0.000214479 4.28712e-05
threshold=-0.009184999999999997 -0.112215 0.088235000000000022 -0.019414999999999998 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.10911500000000002 -0.5435399999999998 0.10644500000000001 0.097325000000000009 0.089635000000000006 0.086620000000000016 -0.52595999999999987 0.083875000000000019 1.0000000180025095e-35 -0.21482499999999996 -0.23811499999999999 -0.50690499999999983 0.62931500000000018 0.087005000000000013 0.53859500000000016 0.14627000000000004 0.13968000000000003 -0.09386499999999999 -0.08867499999999999 -0.090569999999999998 -0.082404999999999992 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 7 -6 8 -3 10 -8 12 13 14 -11 16 17 -16 -19 21 22 -20 23 24 25 -21 -27 28 29 -28
right_child=1 2 3 -5 6 -7 9 -9 -10 11 -12 -13 -14 -15 15 -17 -18 18 19 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-4.9064773819766067e-05 -6.0001784566504114e-05 -1.0488973424529562e-05 0.00012298640853259713 -1.6399051377515276e-05 -0.00022897309787698429 0.00031528765487434744 -1.452142285798848e-05 -0.00014613616178394296 3.9764913638534315e-05 -6.3633850233080533e-05 9.7241576917565843e-05 -9.4815218471921983e-05 5.9269676898236801e-05 -9.5494935630995319e-05 7.8521956078475357e-05 7.0714090435541476e-05 -5.550386382365656e-05 6.4128261990845204e-05 -1.3526906643944261e-05 -3.3414680028642164e-05 -9.9733735453849909e-05 0.00011912749312456152 9.3923093081684791e-05 -5.8707272230668955e-05 8.2080191826944005e-05 0.00011674679442962986 -2.5974985364882739e-05 2.0220823758438381e-06 -0.00028721683257673349 0.00018107861891621726
leaf_weight=31 22 135 25 27 22 21 38 20 39 35 29 22 29 20 25 27 33 25 28 107 23 23 20 38 21 21 20 2148 27 20
leaf_count=31 22 135 25 27 22 21 38 20 39 35 29 22 29 20 25 27 33 25 28 107 23 23 20 38 21 21 20 2148 27 20
internal_value=0 4.92238e-07 9.26028e-07 5.06132e-05 6.93527e-08 1.78285e-05 -1.29381e-06 -1.43706e-05 7.74829e-07 5.08614e-07 3.38536e-05 -3.15175e-07 4.57688e-07 -1.83254e-07 5.38531e-07 1.4004e-06 6.74744e-07 1.4029e-06 6.38137e-07 2.2178e-09 -9.63453e-07 4.62976e-05 -2.55026e-08 -8.07756e-07 1.22947e-07 -6.11625e-07 9.5811e-07 -1.39661e-07 -6.94445e-05 7.75518e-05
internal_weight=0 3090 3068 52 3016 215 2801 194 174 2779 67 2712 2690 2661 2641 2606 2579 2546 2521 2496 2445 51 2422 2402 2364 2343 2236 2215 67 40
internal_count=3121 3090 3068 52 3016 215 2801 194 174 2779 67 2712 2690 2661 2641 2606 2579 2546 2521 2496 2445 51 2422 2402 2364 2343 2236 2215 67 40
is_linear=0
shrinkage=0.1


Tree=3434
num_leaves=31
num_cat=0
split_feature=130 12 402 402 15 132 1204 15 483 1456 1447 1447 1210 4 15 0 0 4 42 13 3 403 16 0 42 133 12 4 15 15
split_gain=8.92555e-06 1.74013e-05 8.25499e-06 1.40455e-05 1.03984e-05 8.68516e-05 0.000179348 2.02793e-05 1.89442e-05 2.03328e-05 3.40559e-05 2.21879e-05 2.08593e-05 5.01368e-05 3.08925e-05 2.85194e-05 5.83894e-05 6.02509e-05 6.83278e-05 6.46596e-05 4.22343e-05 3.76798e-05 5.95793e-05 4.77115e-05 3.61178e-05 5.60479e-05 3.3404e-05 2.65183e-05 2.8625e-05 1.81562e-05
threshold=-0.23647499999999996 0.23631000000000002 0.31278000000000006 0.13924000000000003 0.088990000000000014 -0.083284999999999984 -0.066239999999999979 0.088495000000000018 0.11494000000000001 -0.15308499999999997 -0.082344999999999988 -0.086664999999999978 -1.0000000180025095e-35 -0.078629999999999992 0.089595000000000022 -0.082724999999999979 -0.081894999999999982 -0.07168999999999999 0.089015000000000025 -0.077799999999999994 -0.07359499999999998 -0.072624999999999981 -0.071359999999999993 -0.072594999999999979 0.089625000000000024 -1.0000000180025095e-35 0.095175000000000023 -0.074729999999999977 0.12961500000000001 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 -7 29 9 -8 11 -11 13 -12 -14 24 -17 20 -19 -20 21 22 -18 26 27 -26 -23 -16 -29 -2
right_child=1 -3 -4 -5 5 6 8 -9 -10 10 12 -13 14 -15 15 16 17 18 19 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-6.658962263827561e-05 -2.6491451754015595e-06 8.9049898100380571e-05 6.2279348743946432e-05 -6.3617476511613599e-05 0.00015816157078676809 -0.00028478387199963134 0.00011600195895880462 -8.192704899556702e-05 -7.0335102142193002e-05 -3.3847993888360051e-07 -0.00012103213666705415 -0.0001457046879555232 0.00014225072619687443 5.2151494286850459e-05 -5.9418784106431612e-05 0.00020516147293164977 -9.460358099507478e-07 -4.1783174277621918e-05 0.0003029988478547672 7.0871737911407508e-05 -0.0001085927078520399 -4.3924355435996805e-05 0.00022187546688655856 -0.00015203778308378312 2.5560179658766304e-05 -0.00020283808512844685 9.8951639538427108e-05 0.00014208001556107773 -1.8426949827698992e-05 8.6631064851130574e-05
leaf_weight=20 2359 22 21 35 38 21 20 32 26 21 32 21 23 35 24 20 30 22 21 28 32 36 20 21 21 22 30 25 20 23
leaf_count=20 2359 22 21 35 38 21 20 32 26 21 32 21 23 35 24 20 30 22 21 28 32 36 20 21 21 22 30 25 20 23
internal_value=0 4.29464e-07 -2.03745e-07 -6.32831e-07 9.63995e-08 1.17732e-05 2.0311e-06 -2.84941e-06 1.29822e-05 1.71163e-05 1.31923e-05 -7.30216e-05 2.10299e-05 -3.05631e-05 2.97811e-05 2.28273e-05 4.10001e-05 2.732e-05 0.000104622 0.000170355 -5.15597e-06 1.90044e-05 8.81826e-05 -2.07531e-05 -1.93595e-05 -9.12947e-05 2.10193e-05 2.54697e-05 7.07436e-05 -1.78708e-06
internal_weight=0 3101 3079 3058 3023 609 571 2414 550 524 504 42 462 67 395 372 260 240 71 49 169 137 50 87 112 43 66 69 45 2382
internal_count=3121 3101 3079 3058 3023 609 571 2414 550 524 504 42 462 67 395 372 260 240 71 49 169 137 50 87 112 43 66 69 45 2382
is_linear=0
shrinkage=0.1


Tree=3435
num_leaves=31
num_cat=0
split_feature=132 393 15 1186 12 130 10 0 15 0 9 10 45 15 11 1429 472 11 157 484 157 1371 2 131 157 49 484 49 52 457
split_gain=9.69573e-06 5.11621e-05 2.14085e-05 1.93661e-05 9.29541e-06 1.69748e-05 7.35951e-06 4.80422e-05 3.43186e-05 2.67177e-05 1.26122e-05 1.58037e-05 8.17189e-06 7.72374e-06 7.48674e-06 9.95262e-06 1.75952e-05 1.24513e-05 1.04816e-05 5.36925e-05 4.73277e-05 3.77769e-05 2.6592e-05 3.98034e-05 2.37988e-05 4.60095e-05 1.68631e-05 1.53472e-05 2.09826e-05 1.39764e-05
threshold=-0.083174999999999985 0.12069000000000002 0.092400000000000024 0.049580000000000006 0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.10091499999999999 -0.072594999999999979 0.08925000000000001 0.10513000000000002 0.094030000000000016 0.17980000000000004 0.096435000000000007 -0.23587499999999997 -0.19476999999999997 0.090920000000000015 -0.087424999999999989 0.085790000000000019 -0.086394999999999986 0.083235000000000017 0.087470000000000006 0.087205000000000019 -0.083039999999999989 -0.0081349999999999981 -1.0000000180025095e-35 -0.14715999999999999 -0.0087299999999999982 -0.14786499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 -2 7 -7 -9 -10 12 -12 13 14 15 -8 -17 18 19 22 -20 24 23 -18 25 -22 -24 28 -26 -29
right_child=1 -3 -4 -5 -6 6 10 8 9 -11 11 -13 -14 -15 -16 16 17 -19 20 -21 21 -23 26 -25 27 -27 -28 29 -30 -31
leaf_value=1.7513799681461768e-06 7.9832280796297175e-05 0.00015706231920159468 -0.00010731405366095714 -9.9847417870824716e-05 -6.2910496395172396e-05 -0.00015357571392087267 -6.7310003479096017e-05 9.5220407492888634e-05 -0.00012982740023289807 1.6648275446972218e-05 0.00011688696741614314 -5.796173458553053e-06 -4.7004284048549993e-05 4.8317958691554587e-05 4.2225554391604547e-05 8.9283273767002617e-05 0.00012403576057522516 -7.5438356263775457e-05 0.00013585501345425235 -0.00016261034979834222 -2.4241108971182257e-05 -0.00010292212877954755 -0.0001199819752946496 -4.632661809106746e-05 1.5660199025423145e-05 0.00016960015159384056 -6.0121574033227928e-06 8.2690813286219412e-05 -0.00011431763570591877 7.1865499840553377e-07
leaf_weight=176 27 21 25 21 23 23 22 30 20 33 21 21 36 34 42 22 32 22 26 24 25 35 20 24 23 24 37 21 27 2184
leaf_count=176 27 21 25 21 23 23 22 30 20 33 21 21 36 34 42 22 32 22 26 24 25 35 20 24 23 24 37 21 27 2184
internal_value=0 1.5424e-06 -2.01415e-05 -9.07895e-06 4.07612e-07 9.17706e-07 1.64278e-07 -2.56866e-05 9.7525e-06 -3.86256e-05 1.17096e-06 5.55454e-05 3.18827e-07 9.63165e-07 3.46283e-07 -3.38658e-07 2.40042e-07 -5.36088e-07 1.22525e-07 -2.67696e-05 1.68033e-06 1.88867e-07 2.08156e-06 5.10233e-05 1.75522e-06 7.07015e-05 -4.60016e-05 2.57055e-07 -5.45278e-05 1.49934e-06
internal_weight=0 2899 222 197 2878 2855 2828 106 83 53 2722 42 2680 2644 2610 2568 2546 2524 2502 137 2365 2339 113 56 2304 49 57 2255 50 2205
internal_count=3121 2899 222 197 2878 2855 2828 106 83 53 2722 42 2680 2644 2610 2568 2546 2524 2502 137 2365 2339 113 56 2304 49 57 2255 50 2205
is_linear=0
shrinkage=0.1


Tree=3436
num_leaves=31
num_cat=0
split_feature=130 12 132 1185 15 1186 51 4 43 0 13 0 1456 2 52 0 472 475 157 49 43 4 157 1375 157 1451 2 42 42 481
split_gain=9.08998e-06 1.63884e-05 7.70546e-06 4.64406e-05 1.73409e-05 1.56865e-05 8.03148e-06 1.844e-05 3.06863e-05 2.43253e-05 1.68158e-05 1.99123e-05 3.11571e-05 3.13053e-05 3.00881e-05 2.75447e-05 1.15346e-05 2.21562e-05 1.58348e-05 5.84825e-05 9.6417e-05 4.24818e-05 3.94792e-05 4.21885e-05 2.8458e-05 1.03382e-05 2.32151e-05 1.95035e-05 1.52232e-05 1.18711e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.10027500000000002 0.033845000000000007 -0.04652499999999999 -0.11437499999999999 0.10002500000000002 0.041630000000000007 -0.0083149999999999977 0.093175000000000022 0.13389000000000004 -0.075684999999999988 -0.38234499999999999 0.12518500000000002 -0.087424999999999989 -0.0069299999999999995 -0.08231999999999999 -0.0047449999999999992 -0.086394999999999986 -0.15308499999999997 -0.085154999999999995 0.080930000000000016 0.09358000000000001 0.12961500000000001 0.12181500000000002 -0.15265499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 16 9 -9 -8 11 12 -11 14 -14 -15 -5 18 19 -18 -21 -22 -20 -24 -25 27 -27 28 29 -26
right_child=1 -3 3 6 -6 -7 7 8 -10 10 -12 -13 13 15 -16 -17 17 -19 22 20 21 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-6.7200176526966974e-05 1.5762418049095313e-06 8.6435957547854005e-05 0.00014937555672423473 -7.7249151800060645e-05 -9.6582643756846663e-05 -8.9862626572583058e-05 0.00010585984042229352 4.5390621962724254e-05 -0.00012575700663484729 -7.76251825839238e-05 9.6357708587840367e-05 -7.2019938218953282e-05 0.00018187158214762653 -7.4315412251356366e-05 2.660067714784348e-05 5.7149243580437651e-05 9.3039513376425031e-05 0.00010128268615863774 0.00012226952865673342 -0.00023629015334639312 -9.9074585358764695e-05 9.7647891886046403e-05 -0.00010615087609805511 0.0001041025516594975 -7.1680521523376234e-05 0.00012024977487189144 -2.0598810515366498e-05 -7.8370350026737219e-05 8.3811759499699949e-05 -9.7091180603527844e-07
leaf_weight=20 176 22 21 20 25 21 34 20 22 27 22 29 24 30 26 34 24 21 26 27 21 23 38 26 24 22 25 33 21 2217
leaf_count=20 176 22 21 20 25 21 34 20 22 27 22 29 24 30 26 34 24 21 26 27 21 23 38 26 24 22 25 33 21 2217
internal_value=0 4.33414e-07 -1.81089e-07 1.2134e-06 -1.81273e-05 -8.17105e-06 1.16291e-07 1.65894e-05 -4.42581e-05 2.78973e-05 1.40915e-05 3.44523e-06 1.89664e-05 4.18434e-05 0.000101131 -4.47481e-06 -1.60286e-06 -1.00909e-06 -1.85916e-06 -4.19111e-05 -8.75282e-05 3.75762e-06 -2.94635e-07 -1.6191e-06 5.83499e-08 -1.09671e-06 4.53303e-05 -2.0475e-06 -9.34039e-07 -1.72818e-06
internal_weight=0 3101 3079 2857 222 197 2836 268 42 226 192 170 141 114 50 64 2568 2548 2527 95 71 44 2432 2406 2368 2342 47 2295 2262 2241
internal_count=3121 3101 3079 2857 222 197 2836 268 42 226 192 170 141 114 50 64 2568 2548 2527 95 71 44 2432 2406 2368 2342 47 2295 2262 2241
is_linear=0
shrinkage=0.1


Tree=3437
num_leaves=31
num_cat=0
split_feature=12 4 10 15 3 33 132 132 1203 1 13 39 1 1 1 4 4 151 0 403 4 133 43 160 42 13 16 46 4 4
split_gain=9.66805e-06 1.54169e-05 9.69139e-06 4.01447e-05 2.31817e-05 1.25699e-05 6.86803e-06 3.94584e-05 1.4835e-05 7.49152e-06 1.84392e-05 6.37863e-05 1.68617e-05 1.2729e-05 9.30209e-06 1.01503e-05 7.83616e-05 1.69538e-05 3.38539e-05 1.96999e-05 2.72637e-05 3.05497e-05 2.64544e-05 2.38521e-05 3.10131e-05 3.27371e-05 2.36936e-05 1.52715e-05 1.37413e-05 6.32144e-05
threshold=0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.098289999999999975 -0.0080949999999999998 -1.0000000180025095e-35 -0.083174999999999985 -0.069704999999999989 0.089005000000000015 0.13756000000000004 -0.13710499999999998 0.089790000000000023 0.13534000000000004 0.13210500000000003 0.12811000000000003 0.076415000000000025 0.098655000000000007 -0.10737499999999998 -0.26343999999999995 -0.08670499999999999 0.15285000000000001 -0.095184999999999978 -0.088909999999999989 -0.078059999999999977 0.091465000000000005 -0.0075049999999999987 -0.43320999999999993 0.083550000000000013 0.053180000000000012 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 8 -8 -7 12 -11 -12 13 14 15 27 -17 -18 -19 -20 -21 -22 -23 -24 25 -25 -27 28 -9 -30
right_child=-2 -3 5 4 -6 6 7 9 -10 10 11 -13 -14 -15 -16 16 17 18 19 20 21 22 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.00011191846378527484 -6.4595060868431688e-05 7.4346036853967234e-05 6.8767841575781516e-05 -3.3572891324355797e-05 8.8292317350688223e-05 -7.0471492128123707e-06 0.00013813728830774338 4.0560126351035515e-07 -8.6237788976480578e-05 -2.7296724018764082e-05 0.00017321527228449232 -5.0843125730655936e-05 -7.9036048528333038e-05 6.0298075217620602e-05 -6.111941620474681e-05 0.00019878568881805141 7.5146146688590909e-05 -0.00011755360719689634 -7.6115890428459711e-05 0.00010824417955258728 -0.00011436375869891437 -6.574113799477787e-05 -3.3778777087718481e-05 0.00015255376310073545 -2.2888293024152518e-05 -5.1566862639447207e-05 0.00010236025914309722 -8.9294555655214944e-05 -0.00017239169067649458 3.9899740361868938e-06
leaf_weight=38 23 28 27 37 27 191 21 2052 27 34 27 24 27 35 25 22 30 24 26 28 20 33 40 41 35 20 20 20 26 93
leaf_count=38 23 28 27 37 27 191 21 2052 27 34 27 24 27 35 25 22 30 24 26 28 20 33 40 41 35 20 20 20 26 93
internal_value=0 4.79576e-07 -1.94125e-07 -3.0502e-05 1.7839e-05 8.47454e-07 2.23907e-07 1.59124e-06 -1.68552e-05 5.29998e-07 2.97469e-05 6.7776e-05 -4.18966e-07 4.00594e-07 -4.19919e-07 1.79878e-07 1.62826e-05 3.61678e-06 -3.86016e-06 6.51491e-06 1.55799e-05 3.16554e-06 1.56025e-05 3.28098e-05 5.57714e-05 8.97602e-05 2.53967e-05 -2.3116e-06 -1.51028e-06 -3.45472e-05
internal_weight=0 3098 3070 102 64 2968 2941 2723 218 2702 85 51 2617 2590 2555 2530 339 317 287 263 237 209 189 156 116 81 40 2191 2171 119
internal_count=3121 3098 3070 102 64 2968 2941 2723 218 2702 85 51 2617 2590 2555 2530 339 317 287 263 237 209 189 156 116 81 40 2191 2171 119
is_linear=0
shrinkage=0.1


Tree=3438
num_leaves=31
num_cat=0
split_feature=33 12 4 132 1203 1185 50 47 47 47 15 47 12 391 0 133 4 42 2 0 42 43 42 4 51 484 51 1 160 3
split_gain=8.51375e-06 7.97329e-06 1.56442e-05 7.87624e-06 0.000227696 0.000114289 5.39494e-05 7.93262e-06 5.64531e-05 5.08384e-05 6.80185e-05 1.56983e-05 2.0342e-05 1.31066e-05 1.25964e-05 1.35978e-05 1.9637e-05 4.03883e-05 4.43119e-05 2.84302e-05 1.91997e-05 3.43474e-05 2.95539e-05 2.33818e-05 1.71863e-05 3.54724e-05 4.36489e-05 3.3135e-05 2.59104e-05 1.47004e-05
threshold=-0.009184999999999997 0.23631000000000002 0.63113500000000011 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.094160000000000008 0.096850000000000006 0.088195000000000009 -0.10324499999999999 0.079365000000000005 0.084535000000000013 -0.085594999999999991 -0.24955499999999997 -0.076779999999999987 -0.081114999999999979 -0.092459999999999987 0.084055000000000005 -0.084509999999999988 0.090690000000000007 0.18116500000000002 0.087665000000000007 -0.075889999999999999 0.11381000000000001 -0.070054999999999992 0.123935 0.10439500000000002 -0.40698999999999991 -0.082234999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 9 -9 11 -11 13 -13 -7 -15 16 17 -16 -19 -20 22 -22 23 -18 29 -26 -27 28 -28 -17
right_child=1 -3 -4 5 -6 7 -8 8 -10 10 -12 12 -14 14 15 24 20 18 19 -21 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-5.2144923885803548e-05 2.7607491284501963e-06 -5.8135555667357279e-05 7.6746461746989995e-05 -0.00022814910017504271 0.00033152841112626323 -6.8270059429258778e-05 -0.00017066135577806566 0.00016317722012596886 3.1607400301237746e-06 -0.00024357432703254745 -9.8630982944142139e-06 -1.3332669368537609e-05 0.00011112742012583428 6.846326804305944e-05 -5.2612462059187241e-05 3.4903274544966185e-06 -6.1878104005278679e-05 0.00021535002278618605 -4.3460968828929422e-05 0.0001032974705484583 -0.00010316155141411471 4.5221685790098638e-05 0.00011605042972304445 2.7170912065533537e-05 -7.5952020900634434e-05 0.00016017115050999566 -1.3388760132892502e-05 -7.9151221810510241e-05 0.00014024623226799557 -1.4187160395948407e-05
leaf_weight=31 174 23 27 22 21 28 20 24 271 20 33 24 29 27 26 903 41 21 22 33 39 26 27 105 24 30 21 24 23 982
leaf_count=31 174 23 27 22 21 28 20 24 271 20 33 24 29 27 26 903 41 21 22 33 39 26 27 105 24 30 21 24 23 982
internal_value=0 5.23139e-07 9.63031e-07 2.89955e-07 1.87407e-05 -1.11426e-06 -1.51178e-05 6.67679e-07 1.6179e-05 -1.15682e-06 -9.8056e-05 9.35095e-07 5.47681e-05 -2.52728e-07 5.49498e-07 -2.31785e-07 1.82614e-05 5.49716e-05 9.17767e-05 4.45941e-05 2.52844e-06 -4.38083e-05 1.99382e-05 2.164e-06 -3.36466e-06 3.30095e-05 5.96939e-05 1.53657e-05 6.69204e-05 -5.71885e-06
internal_weight=0 3090 3067 3040 215 2825 194 2803 295 2508 53 2455 53 2402 2374 2347 340 102 76 55 238 65 173 146 2007 122 98 68 44 1885
internal_count=3121 3090 3067 3040 215 2825 194 2803 295 2508 53 2455 53 2402 2374 2347 340 102 76 55 238 65 173 146 2007 122 98 68 44 1885
is_linear=0
shrinkage=0.1


Tree=3439
num_leaves=31
num_cat=0
split_feature=10 0 34 43 16 9 1 150 16 150 149 151 150 457 4 15 1374 1373 1 448 147 3 3 3 1209 1209 0 1447 480 0
split_gain=7.69287e-06 5.22137e-05 2.20918e-05 5.7298e-05 1.24958e-05 1.23642e-05 1.0175e-05 7.75298e-06 4.59229e-05 1.45465e-05 1.51254e-05 9.02857e-06 2.28115e-05 1.48562e-05 2.70384e-05 2.15645e-05 1.83959e-05 1.59064e-05 1.24344e-05 1.19158e-05 1.32912e-05 1.47638e-05 3.65754e-05 3.54819e-05 3.74851e-05 4.78244e-05 3.14232e-05 3.13623e-05 5.94424e-05 7.16224e-05
threshold=0.053330000000000009 -0.079829999999999998 -0.0011599999999999998 -1.0000000180025095e-35 -0.008069999999999999 0.088235000000000022 0.10871500000000002 0.12820000000000001 -0.071854999999999988 0.12244500000000001 0.097720000000000015 0.056735000000000001 0.10314000000000002 -0.087749999999999981 1.0000000180025095e-35 -0.015744999999999999 0.078255000000000005 0.086880000000000013 0.094825000000000007 -0.087679999999999994 0.094075000000000006 -0.082234999999999989 -0.082039999999999988 -0.082334999999999978 -0.087199999999999986 -0.038154999999999994 0.10455500000000001 -0.086424999999999988 0.086995000000000017 -0.084674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -3 7 -1 9 -9 10 11 13 18 14 15 -4 17 19 -13 -15 21 23 -23 24 -21 -26 -24 -27 -29 -30
right_child=1 4 5 -5 -6 -7 -8 8 -10 -11 -12 12 -14 16 -16 -17 -18 -19 -20 20 -22 22 26 -25 25 27 -28 28 29 -31
leaf_value=-4.6199298496783466e-05 -0.00015709798394116501 -1.4902734426414101e-05 7.5571805937215699e-05 0.00018578752965170322 8.5858384336461328e-05 -7.2182243548013511e-05 3.4157300087827023e-05 0.00015154791813291098 -4.2626032393008213e-05 -8.5777615695405997e-05 -8.6856381822144618e-05 -4.2759019350107279e-05 0.00012292968361483266 7.731695699476405e-05 -0.00013211188412848667 -7.1276908365689457e-05 8.2676862462836587e-05 -8.4961679435350973e-05 4.4809756865801963e-05 0.00013290589843603336 -6.4217527500431978e-05 -0.0001086234138604007 -1.2974934022246432e-06 0.00013200703786265955 -0.00013876950169619903 0.00010447699196447502 -9.8619830318699198e-05 8.8248562697935281e-06 -0.0002495457075929153 1.1924876691244373e-05
leaf_weight=26 23 32 20 23 20 24 40 21 29 20 20 31 21 20 24 20 27 22 34 23 32 34 1369 23 23 32 34 1012 20 22
leaf_count=26 23 32 20 23 20 24 40 21 29 20 20 31 21 20 24 20 27 22 34 23 32 34 1369 23 23 32 34 1012 20 22
internal_value=0 -3.16396e-05 7.79044e-07 4.98677e-05 2.38515e-05 -6.98429e-07 2.50167e-06 -1.13495e-07 3.8927e-05 -7.90577e-07 -1.96885e-07 4.12749e-07 3.23201e-05 -5.82546e-07 -4.81998e-05 2.14745e-06 5.49093e-07 -2.82658e-07 3.04619e-06 4.21933e-07 -1.64157e-07 6.26625e-07 -6.13955e-06 9.04481e-06 6.54646e-06 3.92584e-06 -3.65598e-06 6.94793e-06 3.9869e-06 -0.000112585
internal_weight=0 75 3046 89 52 2957 66 2933 50 2883 2863 2843 86 2757 64 40 2693 2666 65 2644 2624 2592 1437 1155 1132 1109 1403 1086 1054 42
internal_count=3121 75 3046 89 52 2957 66 2933 50 2883 2863 2843 86 2757 64 40 2693 2666 65 2644 2624 2592 1437 1155 1132 1109 1403 1086 1054 42
is_linear=0
shrinkage=0.1


Tree=3440
num_leaves=31
num_cat=0
split_feature=33 130 12 132 1185 1203 41 12 14 13 16 9 8 97 10 482 483 483 15 153 4 1453 1455 160 43 483 12 52 160 160
split_gain=7.53574e-06 7.23742e-06 1.78284e-05 6.87912e-06 4.90511e-05 2.24828e-05 6.99686e-06 2.60869e-05 1.06019e-05 2.47322e-05 3.11521e-05 2.12169e-05 4.9272e-05 9.54895e-06 1.31928e-05 7.83946e-06 9.07105e-06 3.00827e-05 2.37656e-05 2.13319e-05 1.24135e-05 1.09512e-05 1.11437e-05 2.68165e-05 4.24967e-05 3.95789e-05 2.76169e-05 1.41956e-05 2.31524e-05 3.2626e-05
threshold=-0.009184999999999997 -0.23647499999999996 0.23631000000000002 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.08690500000000001 0.086915000000000006 0.078235000000000013 -1.0000000180025095e-35 -0.015314999999999997 0.086220000000000005 0.087195000000000009 -0.086464999999999986 0.069930000000000006 0.12191 0.10761000000000003 0.10321500000000002 -0.072289999999999979 1.0000000180025095e-35 -0.064054999999999987 -0.085754999999999984 0.083760000000000015 -0.016279999999999996 -0.083434999999999995 -0.070279999999999981 0.087445000000000009 0.55608500000000005 -0.54913999999999985 -0.53908999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 8 -8 11 -10 -11 13 -13 -6 15 16 17 19 -18 21 -20 -15 27 26 -25 -26 -24 28 -23 -30
right_child=1 2 -4 4 6 -7 7 -9 9 10 -12 12 -14 14 -16 -17 18 -19 20 -21 -22 22 23 24 25 -27 -28 -29 29 -31
leaf_value=-4.9058525871347936e-05 -5.9468568688316741e-05 -4.8728987761793323e-06 9.0580829699278686e-05 0.00015383018624214899 -6.611650046993004e-05 -0.00010223792385120222 0.0001021310418074226 -3.0876890106507442e-05 3.0867788382238359e-05 -0.00017340021595806495 -8.1877991469809792e-06 0.00018724865221884102 -1.1665577347120041e-05 -7.0572054386856687e-05 8.0948709983204021e-05 5.5140844389825365e-05 2.3398204467485886e-05 0.00010692652974215051 -3.0760984213884515e-05 -0.00010156245719242311 -0.00014084234381222079 8.40561221139069e-05 1.1746020236662871e-05 0.0001091353642723767 -0.00013593789027557555 3.2631534080652418e-05 0.00014318967352606237 -6.3690574299673445e-05 -0.00012566780808681091 -4.2218077767906329e-07
leaf_weight=31 20 195 22 21 22 27 29 30 32 21 25 20 33 22 20 25 37 26 20 21 21 32 33 21 30 26 31 36 21 2171
leaf_count=31 20 195 22 21 22 27 29 30 32 21 25 20 33 22 20 25 37 26 20 21 21 32 33 21 30 26 31 36 21 2171
internal_value=0 4.9217e-07 8.82794e-07 2.35367e-07 1.56689e-06 -1.67146e-05 4.26953e-07 3.44999e-05 -3.05131e-07 -3.66453e-05 -8.36109e-05 7.57286e-07 6.33964e-05 -5.12263e-07 4.43479e-08 -5.84524e-07 -1.13128e-06 -7.09821e-08 -3.47074e-05 -1.20925e-06 -8.71441e-05 -3.39498e-07 3.04032e-07 2.75789e-05 -1.21802e-05 -5.76735e-05 7.5414e-05 -1.39763e-06 -3.89291e-07 -1.62207e-06
internal_weight=0 3090 3070 3048 2826 222 2805 59 2746 78 46 2668 53 2615 2593 2573 2548 2470 78 2444 41 2423 2401 141 77 56 64 2260 2224 2192
internal_count=3121 3090 3070 3048 2826 222 2805 59 2746 78 46 2668 53 2615 2593 2573 2548 2470 78 2444 41 2423 2401 141 77 56 64 2260 2224 2192
is_linear=0
shrinkage=0.1


Tree=3441
num_leaves=31
num_cat=0
split_feature=12 130 132 15 1185 1186 10 0 15 123 33 49 2 2 12 151 1373 150 49 1348 0 48 148 45 47 48 16 457 42 151
split_gain=8.40528e-06 1.78613e-05 7.9669e-06 0.000200549 0.000106056 3.52185e-05 7.88642e-06 4.41896e-05 3.54967e-05 2.57257e-05 1.00908e-05 6.81293e-06 1.56406e-05 2.36888e-05 1.05532e-05 6.71759e-06 8.80496e-06 2.07651e-05 5.3803e-05 2.7917e-05 1.84659e-05 3.36383e-05 1.45833e-05 1.03603e-05 1.12121e-05 2.25204e-05 1.1786e-05 1.12205e-05 2.17941e-05 1.76609e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.0044650000000000011 -0.011559999999999999 -0.10224499999999999 -0.10091499999999999 0.083805000000000004 -1.0000000180025095e-35 0.10211000000000002 0.10252500000000002 0.089320000000000024 0.091545000000000015 0.29373000000000005 -1.0000000180025095e-35 0.12416000000000001 -0.049039999999999993 -0.047944999999999995 -0.24955499999999997 0.10607000000000001 0.090290000000000023 0.094030000000000016 0.13283000000000003 0.12474000000000002 -0.012324999999999997 -0.087749999999999981 0.085345000000000018 -0.0093999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 11 7 -6 -9 -10 -8 12 13 14 -3 16 -12 19 -19 -18 21 -21 23 24 25 27 -27 28 29 -22
right_child=-2 2 4 -5 6 -7 10 8 9 -11 15 -13 -14 -15 -16 -17 17 18 -20 20 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=8.1426440980673462e-05 -6.0229041713208302e-05 5.730508757865827e-07 -0.0002203897194704041 0.00027330144723775989 -0.0001493908087033323 -0.00013998440971634061 6.0788066067678822e-05 9.4174381035069636e-05 -0.00010064127050980225 4.0752269801073869e-05 -6.0315466544125233e-05 4.5475450759113304e-05 -8.8725918579836044e-05 0.00010243517421258731 -7.6181176906254194e-05 5.4257516793491646e-05 -0.00011831394574983278 -4.7073127886202809e-05 0.00017431586494912272 0.00015554815763607621 -2.010223432166857e-05 -2.3439106492636107e-05 -7.8380361082963651e-05 -6.6866932494398816e-05 -5.9208341533503111e-05 0.00012974254383152584 2.2479451616250337e-05 1.2386305745324443e-06 2.8949713721106365e-05 -0.00014979387834457506
leaf_weight=27 23 81 22 27 23 21 28 30 31 22 24 25 22 20 23 23 20 21 23 21 21 21 24 23 31 20 21 2354 28 21
leaf_count=27 23 81 22 27 23 21 28 30 31 22 24 25 22 20 23 23 20 21 23 21 21 21 24 23 31 20 21 2354 28 21
internal_value=0 4.47143e-07 -2.64821e-07 1.81157e-05 -1.67623e-06 -1.77698e-05 2.40191e-08 -2.67367e-05 7.25183e-06 -4.19496e-05 1.06537e-06 -2.761e-06 -1.10207e-05 2.76575e-06 -1.64014e-05 4.45102e-07 -1.79305e-08 5.28367e-07 6.86529e-05 -6.22298e-07 2.88276e-07 6.60545e-05 -7.97915e-07 -5.8741e-08 5.56879e-07 1.30849e-06 7.48029e-05 6.53919e-08 -3.93889e-05 -8.49481e-05
internal_weight=0 3098 3071 219 2852 192 2830 106 83 53 2724 171 146 124 104 2696 2673 2649 44 2605 2585 42 2543 2519 2496 2465 41 2424 70 42
internal_count=3121 3098 3071 219 2852 192 2830 106 83 53 2724 171 146 124 104 2696 2673 2649 44 2605 2585 42 2543 2519 2496 2465 41 2424 70 42
is_linear=0
shrinkage=0.1


Tree=3442
num_leaves=31
num_cat=0
split_feature=10 0 34 12 1 12 9 133 0 43 43 42 43 43 52 16 2 16 49 130 130 0 15 0 1 403 12 40 40 150
split_gain=7.80818e-06 4.26969e-05 1.90313e-05 4.96716e-05 1.51799e-05 1.17351e-05 1.13434e-05 8.77769e-06 7.31912e-06 8.63487e-06 2.70786e-05 2.35698e-05 5.03371e-05 3.02883e-05 4.76633e-05 2.27089e-05 2.24947e-05 4.83604e-05 3.39701e-05 3.13895e-05 3.3884e-05 2.48611e-05 2.20972e-05 2.1456e-05 1.94601e-05 1.79934e-05 2.30688e-05 1.54765e-05 1.49244e-05 1.64751e-05
threshold=0.053330000000000009 -0.079829999999999998 -0.0011599999999999998 -0.015429999999999998 0.10871500000000002 -0.07983999999999998 0.088235000000000022 0.086990000000000012 0.22582000000000002 -0.09002499999999998 -0.088909999999999989 0.083935000000000023 -0.09225499999999999 -0.10131 0.10347000000000002 -0.078464999999999993 0.10912000000000001 0.26435500000000006 0.088030000000000011 0.085235000000000019 0.090470000000000009 -0.079829999999999998 0.084195000000000006 -0.081584999999999977 0.080000000000000016 -0.092059999999999989 0.082850000000000021 -0.083564999999999987 -0.079414999999999986 0.085455000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -3 8 -6 9 11 -11 16 13 14 15 -13 17 19 -18 21 -21 23 -22 25 -17 -4 -27 -12 29 -29
right_child=1 5 6 -5 7 -7 -8 -9 -10 10 27 12 -14 -15 -16 24 18 -19 -20 20 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-6.1257350633873702e-05 -0.00014532603982724655 -3.9414299078814678e-05 4.5965378839437933e-05 0.00018077893702346566 8.7987553342827596e-05 5.7403503244072891e-05 -6.9055804973080145e-05 -8.9395581971984943e-07 -5.8850832837855532e-05 -0.00010164518171222881 -6.894467547460932e-05 -5.8931159810526881e-05 0.00018870178776394045 -8.225502046432509e-05 0.00016231263406762782 -1.3356306681089338e-06 -2.535593370835572e-05 -0.00014547412545653059 0.00014845592535414693 0.00013306438913180803 5.82966437976115e-05 2.6936135404148927e-05 -5.3556660653460622e-05 -0.00014276761589413086 0.00012255127810584826 4.3573969085099962e-06 -0.00011410191684262828 0.00011617949788595306 -1.0814000275047543e-06 -6.3291094972685511e-06
leaf_weight=23 23 21 22 21 20 31 24 25 21 27 33 32 21 23 26 32 22 25 23 30 38 57 33 22 21 31 35 23 2315 21
leaf_count=23 23 21 22 21 20 31 24 25 21 27 33 32 21 23 26 32 22 25 23 30 38 57 33 22 21 31 35 23 2315 21
internal_value=0 -3.18759e-05 7.84871e-07 4.63465e-05 4.83063e-06 1.8304e-05 -5.86447e-07 3.86089e-05 -2.618e-08 3.98036e-07 -2.06028e-06 1.24602e-05 4.47486e-05 2.21888e-05 4.38303e-05 7.5887e-06 -2.34657e-06 -1.24566e-05 6.34812e-05 -4.82946e-08 4.39588e-05 -2.66633e-05 6.30849e-06 -5.44376e-05 4.77516e-05 -3.23551e-05 -5.84619e-05 -9.36203e-07 1.51658e-08 5.77095e-05
internal_weight=0 75 3046 89 68 52 2957 45 2933 2912 2419 493 155 134 111 85 338 293 45 268 101 167 71 110 53 88 66 2392 2359 44
internal_count=3121 75 3046 89 68 52 2957 45 2933 2912 2419 493 155 134 111 85 338 293 45 268 101 167 71 110 53 88 66 2392 2359 44
is_linear=0
shrinkage=0.1


Tree=3443
num_leaves=31
num_cat=0
split_feature=130 12 33 401 15 401 402 402 15 15 4 15 131 159 480 42 0 0 3 133 43 16 1210 402 1212 1213 1213 0 0 1213
split_gain=7.91652e-06 1.66976e-05 7.76156e-06 7.36732e-06 8.20638e-06 4.74718e-05 4.97011e-05 3.67531e-05 2.40681e-05 5.91569e-05 5.46707e-05 2.82713e-05 2.07644e-05 0.000102154 5.67192e-05 2.841e-05 6.51088e-05 3.81433e-05 4.40705e-05 3.60332e-05 2.26556e-05 1.7553e-05 1.45955e-05 2.02089e-05 1.34254e-05 2.1796e-05 0.000100121 4.47196e-05 9.09585e-05 3.41147e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.009184999999999997 0.13837000000000002 0.094425000000000023 1.0000000180025095e-35 -0.45015499999999992 -0.064959999999999976 0.092400000000000024 0.091650000000000023 -0.078629999999999992 0.091295000000000015 0.08956500000000002 -0.10296999999999999 -0.080264999999999989 0.090395000000000017 -0.082284999999999983 -0.077809999999999976 -0.063814999999999997 0.086695000000000008 -0.016814999999999997 -0.072359999999999994 -0.26954499999999992 0.12527000000000002 -0.14780999999999997 -0.090324999999999989 -0.087969999999999979 -0.08824499999999999 -0.084384999999999988 -0.086179999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 -6 -8 9 11 -10 22 14 -14 -9 19 -17 -18 -19 20 -16 -22 -4 24 -24 27 -27 -26 -29 -28
right_child=1 -3 3 -5 5 -7 7 12 10 -11 -12 -13 13 -15 15 16 17 18 -20 -21 21 -23 23 -25 25 26 29 28 -30 -31
leaf_value=-6.2712814448104843e-05 -5.0000554749145054e-05 8.7214421595986511e-05 8.0574295663444172e-05 -5.8735519581075233e-05 -0.00010345267089034775 0.00014218787911414875 0.00012485940059032773 0.00017553451720492117 -0.00018871953780035257 0.00014210796118653701 1.606058303593727e-05 -0.00011189336332988562 7.5856560411361549e-05 -0.00022475496047263735 -6.5842683138076351e-05 -0.00019272647665015288 0.00010746480849775254 -0.00011625278202700429 7.0182231069165511e-05 0.00015469989761121333 0.00010068193512089585 2.5237632601193601e-06 -5.9316842778475574e-05 -9.0692976140417159e-05 -5.5460968749308644e-05 -0.00021867698732031777 0.0001084371155355194 0.00025925430527422576 9.2584964836850155e-06 -7.0351337498818309e-07
leaf_weight=20 31 22 22 21 38 27 29 21 22 29 32 23 26 20 28 21 25 32 21 21 29 49 38 25 29 21 29 22 43 2305
leaf_count=20 31 22 22 21 38 27 29 21 22 29 32 23 26 20 28 21 25 32 21 21 29 49 38 25 29 21 29 22 43 2305
internal_value=0 4.04468e-07 -2.15805e-07 2.90536e-07 7.00033e-07 1.42993e-05 4.70767e-06 1.74719e-05 -1.2935e-06 8.62555e-08 -6.73684e-05 -1.52447e-06 6.84315e-06 -5.48441e-05 1.83315e-05 3.72409e-06 -3.64333e-05 5.64562e-06 -4.23823e-05 3.50279e-05 1.13193e-05 3.90185e-05 -5.22702e-07 -1.23295e-06 -3.3367e-07 5.81545e-07 -1.30324e-06 4.78015e-05 9.38725e-05 6.52561e-07
internal_weight=0 3101 3079 3048 3027 387 360 322 2640 2586 54 2557 293 46 247 226 99 78 53 127 106 78 2534 2512 2487 2449 2355 94 65 2334
internal_count=3121 3101 3079 3048 3027 387 360 322 2640 2586 54 2557 293 46 247 226 99 78 53 127 106 78 2534 2512 2487 2449 2355 94 65 2334
is_linear=0
shrinkage=0.1


Tree=3444
num_leaves=31
num_cat=0
split_feature=12 130 394 132 1186 129 129 12 160 483 130 394 394 4 42 12 403 2 129 129 43 400 398 3 479 479 1427 3 160 160
split_gain=9.28376e-06 1.66333e-05 9.06381e-06 0.000157416 0.000188399 8.4829e-06 7.26786e-06 3.30691e-05 1.09446e-05 1.20032e-05 9.09951e-06 4.98077e-05 1.46658e-05 4.1388e-05 1.37039e-05 2.75564e-05 2.33974e-05 5.86516e-05 1.17628e-05 1.46359e-05 4.96052e-05 1.53276e-05 9.3573e-06 1.32067e-05 8.90513e-06 1.68437e-05 9.42802e-06 2.93666e-05 1.43268e-05 5.04185e-05
threshold=0.23631000000000002 -0.22461999999999996 0.0041850000000000004 -0.083284999999999984 -0.085584999999999981 0.11424000000000001 0.10311000000000002 0.088845000000000021 0.62940000000000007 -0.47181499999999993 -0.004729999999999999 -0.10421499999999999 -0.0065099999999999993 -0.079329999999999984 -0.090989999999999988 0.09474500000000001 -0.065924999999999997 0.085515000000000022 0.093120000000000022 0.080675000000000011 -0.092909999999999979 -0.14175499999999996 0.084375000000000019 -0.077644999999999978 0.10769500000000001 0.098035000000000011 0.089335000000000012 -0.076234999999999983 -0.063384999999999983 -0.025879999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 8 -8 9 -3 11 -11 13 -12 -13 16 -16 -18 19 21 -21 -14 24 -24 25 26 28 -28 -23 -30
right_child=-2 2 3 4 -6 -7 7 -9 -10 10 12 14 18 -15 15 -17 17 -19 -20 20 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=7.8615811259994558e-05 -6.3298262593098514e-05 7.6473026274470621e-05 0.00024816641408783062 0.00015201324786175976 -0.0002635572043194164 -5.9036382224803669e-05 0.00011828034114212362 -3.3551716853708058e-05 -7.4958959958166814e-05 -0.00016402613079910888 0.00014256580948131159 -5.7413392798682456e-05 7.9083740896142751e-05 -5.043471376666275e-05 -2.3265240830177823e-05 -8.0481066805077723e-05 0.0002160075255233096 3.457406313139694e-06 5.5991572940507069e-05 3.8678777817604621e-05 -0.00014967608949518764 -1.4323301706899305e-05 -9.7306370571459416e-05 8.7354382512587662e-06 -4.7179343962397983e-05 9.1783103343914276e-05 0.00010405888798789333 -4.7009067334742711e-05 0.00010230373078957202 4.2772221110275081e-07
leaf_weight=27 23 20 23 20 24 25 26 32 20 22 25 36 24 20 38 25 20 37 36 29 27 623 24 23 40 20 31 22 50 1709
leaf_count=27 23 20 23 20 24 25 26 32 20 22 25 36 24 20 38 25 20 37 36 29 27 623 24 23 40 20 31 22 50 1709
internal_value=0 4.6994e-07 -2.17112e-07 3.616e-05 -7.46615e-05 -1.02845e-06 -5.41646e-07 3.45109e-05 -1.23766e-06 -7.29409e-07 -1.26535e-06 -2.31657e-05 1.76845e-07 5.67878e-05 -3.30073e-06 1.29331e-05 3.75157e-05 7.80364e-05 -7.8158e-07 -1.56107e-06 -5.21352e-05 -4.57353e-07 -1.20833e-06 -4.54136e-05 -3.75607e-07 3.8698e-07 -3.63707e-07 4.13514e-05 -1.29188e-06 3.32357e-06
internal_weight=0 3098 3071 67 44 3004 2979 58 2921 2901 2881 178 2703 45 156 120 95 57 2658 2622 56 2566 2542 47 2495 2455 2435 53 2382 1759
internal_count=3121 3098 3071 67 44 3004 2979 58 2921 2901 2881 178 2703 45 156 120 95 57 2658 2622 56 2566 2542 47 2495 2455 2435 53 2382 1759
is_linear=0
shrinkage=0.1


Tree=3445
num_leaves=31
num_cat=0
split_feature=130 12 132 1185 1203 44 45 47 47 47 13 34 34 0 11 3 48 3 484 4 47 148 447 47 47 447 483 129 2 2
split_gain=8.14045e-06 1.57881e-05 7.42213e-06 4.94769e-05 3.57015e-05 7.01618e-06 1.42063e-05 8.09958e-06 6.5204e-05 2.45104e-05 1.44633e-05 1.33544e-05 1.41089e-05 5.15108e-05 1.32177e-05 1.29399e-05 4.02098e-05 3.6448e-05 1.77891e-05 3.48025e-05 1.68403e-05 1.20318e-05 2.586e-05 1.21074e-05 1.75249e-05 1.17301e-05 1.07454e-05 1.06049e-05 1.38754e-05 9.70151e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.083449999999999983 -0.087384999999999977 0.089480000000000018 0.094585000000000016 1.0000000180025095e-35 0.092165000000000011 0.096770000000000009 0.089785000000000018 0.01128 -0.112215 -0.057544999999999992 -0.069444999999999993 -1.0000000180025095e-35 -0.073884999999999992 0.086665000000000006 -0.077644999999999978 -0.078424999999999981 0.033845000000000007 0.10728500000000002 -0.10069499999999999 0.094580000000000011 0.087235000000000021 0.078875000000000015 0.087750000000000009 -0.47356499999999996 -0.077709999999999987 0.083715000000000026 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 9 -9 11 15 -5 13 -13 -14 17 -17 18 -10 20 -20 -16 23 24 25 26 -23 -28 29 -29
right_child=1 -3 3 5 -6 -7 -8 8 10 -11 -12 12 14 -15 21 16 -18 -19 19 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-6.3593558320462765e-05 -5.081041507305507e-06 8.4822800999972969e-05 0.00015054336016129873 -7.331024856587951e-05 -0.0001453387852961896 4.2121495920209546e-05 -8.4566336408897771e-05 -0.00014378654080376562 -6.0492191551020369e-05 0.0001120708999951603 -5.9282425641096336e-05 0.00015017598034319237 -8.0564709569443956e-05 -2.8575800176349432e-05 6.8724866168150375e-05 0.0001351333030712946 -9.2602901498105866e-06 -0.00013216828385338887 -7.6962381433037566e-05 0.00012077654963568127 3.9480767601937126e-05 -6.9396376784425232e-05 -9.6978980959479329e-05 -7.6015396116417848e-05 7.3389234945780656e-05 5.7686263931423635e-05 -5.1533414281086734e-05 4.9312715264675257e-06 -2.4856412088212628e-06 0.00018788048229555812
leaf_weight=20 196 22 22 24 20 39 20 35 24 20 33 28 20 38 26 30 54 20 23 31 27 22 27 20 34 36 38 446 1695 31
leaf_count=20 196 22 22 24 20 39 20 35 24 20 33 28 20 38 26 30 54 20 23 31 27 22 27 20 34 36 38 446 1695 31
internal_value=0 4.10159e-07 -1.92984e-07 1.15559e-06 -1.80679e-05 -1.22934e-09 -5.8752e-07 1.62099e-08 -1.621e-05 1.81048e-06 2.24117e-06 9.23076e-07 1.64701e-06 4.72583e-05 3.9008e-07 1.19554e-05 4.23089e-05 -8.44207e-06 1.51248e-05 3.75299e-05 -1.40831e-05 1.0718e-06 3.22984e-07 1.4544e-06 2.12747e-06 1.05917e-06 1.45829e-07 8.38104e-07 1.75436e-06 1.68211e-05
internal_weight=0 3101 3079 2863 216 2841 2802 2782 277 2505 242 2485 2461 66 2395 209 84 125 105 81 50 2375 2349 2322 2302 2268 2232 2210 2172 477
internal_count=3121 3101 3079 2863 216 2841 2802 2782 277 2505 242 2485 2461 66 2395 209 84 125 105 81 50 2375 2349 2322 2302 2268 2232 2210 2172 477
is_linear=0
shrinkage=0.1


Tree=3446
num_leaves=31
num_cat=0
split_feature=12 130 10 1 0 1 33 52 393 52 3 52 403 43 3 52 2 481 42 15 131 52 160 2 2 52 160 482 0 1208
split_gain=9.73112e-06 1.5016e-05 7.02467e-06 3.70456e-05 2.21631e-05 1.25829e-05 1.08591e-05 7.10622e-06 2.60652e-05 2.40485e-05 7.39332e-05 4.59404e-05 4.41066e-05 3.63091e-05 2.49942e-05 2.22538e-05 2.11109e-05 8.64731e-05 6.5734e-05 0.000120169 5.26979e-05 2.34497e-05 2.69119e-05 5.47129e-05 0.000101481 3.69686e-05 2.28136e-05 2.56338e-05 1.79977e-05 1.78122e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.011559999999999999 0.093400000000000025 -0.098289999999999975 0.11829500000000003 -1.0000000180025095e-35 0.091275000000000009 0.12069000000000002 0.10160000000000001 -0.071329999999999991 0.10611000000000001 -0.44023999999999991 -0.036954999999999995 -0.080564999999999984 0.090245000000000006 0.083995000000000014 -0.08045999999999999 0.090395000000000017 0.085730000000000015 0.10370500000000001 0.11434500000000002 -0.054789999999999998 0.10402500000000002 0.09580000000000001 0.15116000000000002 -0.11922499999999998 0.087425000000000017 -0.089964999999999976 0.10233500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -4 8 15 10 13 -11 -13 -9 -15 29 18 -18 19 28 -20 -19 26 24 -24 -25 27 -23 -14 -8
right_child=-2 2 6 4 5 -7 7 9 -10 11 -12 12 16 14 -16 -17 17 21 20 -21 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=7.4730751132139842e-05 -6.4805425458673758e-05 -0.00014441750730232646 6.2717920367763978e-05 8.3030130874249151e-05 3.3915586148699127e-05 -6.1675031467984802e-05 -5.5990253912807183e-07 -0.00010431958606724428 0.00011649795531411656 0.0001086300711499967 -0.0002206014082600762 -0.00014354285265891003 -8.4206128910106304e-05 8.9203708664760655e-05 -4.5771500101735637e-05 9.0418906932297573e-05 0.00020740896170969963 -8.1708070700353176e-05 0.00015474924437932294 -0.0002781318503972822 -5.3050042302145255e-05 -1.5968382931162545e-05 -6.6367110915822344e-06 5.6146009720738653e-05 0.00028518354030728171 -9.7544879400661096e-05 -0.0001157361041623517 0.00010364459798438476 2.5331368654519796e-05 6.4437153230036806e-05
leaf_weight=27 23 21 28 25 21 40 2166 28 20 36 21 23 24 34 23 28 21 33 26 24 23 172 26 34 22 29 20 20 40 43
leaf_count=27 23 21 28 25 21 40 2166 28 20 36 21 23 24 34 23 28 21 33 26 24 23 172 26 34 22 29 20 20 40 43
internal_value=0 4.81127e-07 -1.7167e-07 -2.53438e-05 3.73232e-06 -2.87668e-05 7.37041e-07 1.45942e-07 2.84437e-06 -8.82364e-06 -5.25792e-05 -7.2924e-07 -8.06059e-06 -1.10678e-05 3.474e-05 1.82824e-06 -1.99815e-06 1.02188e-05 -3.5617e-05 -8.73052e-05 5.72108e-05 -1.41324e-06 6.79026e-06 4.66815e-05 0.000127114 -1.46006e-05 -1.40962e-05 -3.5087e-06 -1.57452e-05 7.05319e-07
internal_weight=0 3098 3071 107 86 61 2964 2936 2257 679 106 573 537 85 57 2237 514 377 137 88 49 356 323 111 48 63 212 192 64 2209
internal_count=3121 3098 3071 107 86 61 2964 2936 2257 679 106 573 537 85 57 2237 514 377 137 88 49 356 323 111 48 63 212 192 64 2209
is_linear=0
shrinkage=0.1


Tree=3447
num_leaves=31
num_cat=0
split_feature=130 12 33 132 394 15 1186 129 403 401 401 1212 1212 1212 401 401 1209 1209 52 401 402 1446 4 42 0 12 42 12 42 130
split_gain=8.2473e-06 1.50472e-05 6.83183e-06 6.74679e-06 4.175e-05 2.49387e-05 1.09162e-05 7.12296e-06 7.7278e-06 1.77636e-05 1.69717e-05 1.43033e-05 2.32012e-05 3.8287e-05 3.09059e-05 3.26594e-05 3.04657e-05 3.98693e-05 1.52343e-05 1.28262e-05 1.32297e-05 0.000115932 9.69116e-05 1.21811e-05 2.39395e-05 3.45617e-05 6.41839e-05 5.54444e-05 7.2699e-05 3.36888e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.009184999999999997 -0.083174999999999985 0.10969000000000002 0.092400000000000024 0.049580000000000006 -0.082304999999999975 0.62200000000000011 0.13607500000000003 0.11916500000000001 -0.121045 -0.089544999999999986 -0.084689999999999988 0.10632500000000002 0.096230000000000024 -0.084519999999999984 -0.069599999999999981 0.087555000000000008 0.088555000000000009 0.090045000000000014 0.083715000000000026 -0.080094999999999986 -0.094219999999999984 -0.069444999999999993 0.089300000000000004 -0.14803999999999998 0.085250000000000006 -0.14803999999999998 0.09290000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 7 6 -4 -5 9 10 11 18 -13 -14 15 16 -15 -18 -9 20 23 22 -22 24 25 27 -27 -19 -29 -26
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 -12 12 13 14 -16 -17 17 19 -20 -21 21 -23 -24 -25 29 26 -28 28 -30 -31
leaf_value=-6.4009590887508251e-05 -4.6883882251061166e-05 8.2821066032259046e-05 3.5839486311059236e-06 4.9894773561892846e-05 0.000145587385413819 -0.00011057271481331555 -7.2694701572930046e-05 3.0469616467598828e-06 -5.1274356143227943e-05 9.2238520682301549e-05 -8.0494319151442218e-05 8.6214816184337914e-05 -0.00013728375099162805 -0.00010640616625236222 8.9957930023770011e-05 -0.00012393248932009255 0.00014302736104582437 8.2312283799134049e-05 -0.00012038040495099267 5.9714882474902368e-05 -0.00029130813927622515 0.00013060881314299035 -1.8083340803380399e-05 -5.061730981134562e-07 4.2240177693505149e-05 0.00023681283008998089 3.7805908300149796e-05 -0.00022356084518833087 3.9867426393381713e-05 -0.00012907854581333761
leaf_weight=20 31 22 176 29 20 25 21 20 29 21 26 32 20 26 39 21 20 37 20 37 21 27 34 2167 24 21 71 20 22 22
leaf_count=20 31 22 176 29 20 25 21 20 29 21 26 32 20 26 39 21 20 37 20 37 21 27 34 2167 24 21 71 20 22 22
internal_value=0 4.12827e-07 -1.75995e-07 2.99053e-07 1.61771e-06 -1.64871e-05 -4.54728e-06 5.91552e-07 7.66826e-08 6.18597e-07 -8.69472e-08 6.87059e-07 1.57926e-06 5.49084e-07 1.60568e-06 2.64925e-07 1.28813e-06 2.39794e-06 -5.86667e-05 1.27425e-06 3.97406e-07 -3.90959e-05 -0.000122406 1.75582e-06 2.43445e-05 4.15714e-05 8.32314e-05 -6.94404e-06 -8.55746e-05 -3.96949e-05
internal_weight=0 3101 3079 3048 2826 222 197 2806 2777 2748 2727 2701 2661 2629 2609 2570 2549 2523 40 2503 2466 82 55 2384 217 171 92 79 42 46
internal_count=3121 3101 3079 3048 2826 222 197 2806 2777 2748 2727 2701 2661 2629 2609 2570 2549 2523 40 2503 2466 82 55 2384 217 171 92 79 42 46
is_linear=0
shrinkage=0.1


Tree=3448
num_leaves=31
num_cat=0
split_feature=12 130 132 1203 1185 50 16 12 2 130 131 131 131 131 1208 1208 1209 1209 1209 15 52 479 479 2 52 403 129 403 52 12
split_gain=1.00836e-05 1.38417e-05 8.06837e-06 0.000211457 0.00010452 3.94139e-05 7.31035e-06 9.4354e-06 1.60981e-05 1.08919e-05 7.25195e-06 1.02833e-05 8.818e-06 1.64716e-05 7.47037e-06 2.27143e-05 2.64573e-05 1.6437e-05 1.47095e-05 7.99643e-06 3.97898e-05 1.27562e-05 1.40055e-05 1.20007e-05 2.46519e-05 1.12355e-05 3.07423e-05 1.86444e-05 5.80575e-05 1.74002e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.12029499999999999 0.11418000000000002 0.097385000000000013 0.10034000000000003 0.13602500000000003 0.12681500000000004 0.11684000000000001 0.11863000000000001 0.11332500000000002 0.10233500000000001 -0.097919999999999993 -0.087714999999999987 -0.074484999999999982 0.123935 0.19022000000000003 0.10769500000000001 0.098035000000000011 0.10045500000000002 -1.0000000180025095e-35 0.072365000000000027 -0.077709999999999987 0.022375000000000003 0.086635000000000004 0.09364500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 -3 8 9 -8 11 12 14 -14 15 16 -6 -18 -19 21 23 22 25 -21 -25 26 -20 -28 -29 -27
right_child=-2 2 4 -5 10 -7 7 -9 -10 -11 -12 -13 13 -15 -16 -17 17 18 19 20 -22 -23 -24 24 -26 29 27 28 -30 -31
leaf_value=7.1777051373458195e-05 -6.5968583984336558e-05 5.6725815167218188e-05 -0.0002186804069259035 0.0003200854936862708 -0.00011562971885723528 -0.00014674378695872295 2.9670119786984928e-06 -6.5269668013333222e-05 8.0202479525921618e-05 -7.8536621222156109e-05 4.5367247969677142e-05 -7.1884332719491788e-05 0.00011123244185000658 -1.4158470995343207e-05 -5.3966647045364463e-05 8.9493549707445462e-05 7.8938751459225814e-05 -6.535938063669684e-05 -0.00012665329722949537 -7.0441718396198539e-05 0.0001497508486084241 -6.0250225523203777e-05 8.1026169452040148e-05 8.9408187457593158e-05 -5.2480514993173227e-05 4.9460836180514891e-06 -6.381289269210797e-07 -0.00014285177194048603 6.9844287299063233e-05 6.8893138913236646e-05
leaf_weight=27 23 21 22 21 20 20 91 23 23 20 35 20 20 22 26 28 26 35 20 21 21 36 21 25 24 188 2133 33 21 55
leaf_count=27 23 21 22 21 20 20 91 23 23 20 35 20 20 22 26 28 26 35 20 21 21 36 21 25 24 188 2133 33 21 55
internal_value=0 4.89756e-07 -1.36997e-07 1.83602e-05 -1.55736e-06 -1.3641e-05 1.3144e-06 -6.09732e-06 4.05912e-06 -1.17183e-05 1.30519e-07 -4.35951e-07 7.89918e-08 4.55515e-05 -6.19817e-07 -1.07435e-07 -1.04391e-06 -1.82043e-07 -9.63335e-07 -9.57974e-08 2.90238e-05 -1.15279e-06 -2.918e-07 -7.19434e-06 1.99117e-05 -9.88811e-07 -3.23587e-06 -2.10723e-06 -6.01366e-05 1.94197e-05
internal_weight=0 3098 3071 219 2852 198 178 157 134 111 2830 2795 2775 42 2733 2707 2679 2659 2633 2598 91 2507 2471 70 49 2450 2207 2187 54 243
internal_count=3121 3098 3071 219 2852 198 178 157 134 111 2830 2795 2775 42 2733 2707 2679 2659 2633 2598 91 2507 2471 70 49 2450 2207 2187 54 243
is_linear=0
shrinkage=0.1


Tree=3449
num_leaves=31
num_cat=0
split_feature=130 12 132 50 132 1203 1186 129 394 15 15 15 15 1212 402 1213 401 402 16 133 1213 1452 2 2 42 0 4 0 0 13
split_gain=8.27e-06 1.44379e-05 6.56557e-06 0.000208023 9.56325e-05 4.7847e-05 7.22652e-06 1.92077e-05 1.50074e-05 7.52673e-06 3.25625e-05 3.33343e-05 2.52948e-05 2.11617e-05 7.51835e-05 4.83821e-05 2.83193e-05 2.39362e-05 0.00011729 4.3318e-05 3.16571e-05 2.47368e-05 2.26348e-05 5.988e-05 6.3868e-05 0.000100427 8.10972e-05 5.43744e-05 0.000102851 6.29952e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.10450500000000001 -0.076764999999999986 0.089480000000000018 0.089315000000000019 -0.077709999999999987 -0.10421499999999999 0.088235000000000022 0.087685000000000013 0.087485000000000021 0.088850000000000012 -0.089544999999999986 0.14968500000000004 -0.16396999999999998 1.0000000180025095e-35 -0.44724499999999995 -0.066924999999999985 0.41484500000000007 -0.086394999999999986 0.083330000000000015 0.089725000000000013 0.091265000000000013 0.090395000000000017 -0.079984999999999987 -0.050494999999999991 -0.082394999999999982 -0.085754999999999984 -0.079299999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 7 -6 -9 10 11 -10 -11 15 16 -14 17 18 -15 20 -19 22 27 -24 26 -26 -25 28 -22 -29
right_child=1 -3 4 -5 6 -7 -8 8 9 12 -12 -13 13 14 -16 -17 -18 19 -20 -21 21 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=-6.4097610174940203e-05 2.0171781884197912e-06 8.1135821594877853e-05 -0.00021405563223067604 0.00032395309863204603 -8.4369509864633008e-05 -0.0001610671271919273 4.5289744697843816e-05 7.4574508841949324e-05 -2.8435338938013249e-06 9.0645491521475685e-05 -9.7491358691412542e-05 0.00012378607706133545 -2.3878447145448422e-05 5.9197694742276033e-05 -0.00019191073370166125 0.00016595384577522055 9.6801370023058564e-05 -0.00012374739788356237 -0.00025343855199480456 0.00012751558134271233 -5.4233806478901226e-06 8.9487263630871899e-05 0.00018594371518702247 -3.3542502501790051e-06 -0.00025064548923789214 7.7556963213214234e-06 0.00020862805244038242 0.00012916633704662672 -0.00027711522981752008 -3.3358952543156109e-05
leaf_weight=20 179 22 21 20 27 20 35 27 2063 36 36 21 29 30 20 25 32 20 20 28 38 32 20 59 21 53 26 33 22 86
leaf_count=20 179 22 21 20 27 20 35 27 2063 36 36 21 29 30 20 25 32 20 20 28 38 32 20 59 21 53 26 33 22 86
internal_value=0 4.13406e-07 -1.6337e-07 1.65242e-05 -1.44119e-06 -1.43732e-05 1.3151e-07 -4.32162e-07 3.83937e-07 -3.44479e-07 -3.19641e-06 -1.56752e-06 9.2525e-06 4.31959e-06 -1.64914e-06 6.40069e-05 5.66861e-06 -3.07304e-07 -6.58568e-05 7.17552e-06 -1.04283e-06 5.24971e-06 -2.2799e-06 2.28648e-05 2.35173e-06 -6.55744e-05 6.14874e-05 -2.74246e-05 -0.000105044 1.17111e-05
internal_weight=0 3101 3079 219 2860 199 2839 2804 2777 2750 2120 2084 630 594 540 54 520 488 50 438 410 390 358 179 159 74 85 179 60 119
internal_count=3121 3101 3079 219 2860 199 2839 2804 2777 2750 2120 2084 630 594 540 54 520 488 50 438 410 390 358 179 159 74 85 179 60 119
is_linear=0
shrinkage=0.1


Tree=3450
num_leaves=31
num_cat=0
split_feature=12 130 132 1185 15 399 50 0 52 2 399 402 401 42 3 13 3 401 1209 1209 12 16 12 1456 153 42 1455 0 158 2
split_gain=1.0356e-05 1.32038e-05 7.5611e-06 5.50397e-05 2.02096e-05 9.56905e-06 3.51935e-05 1.1298e-05 8.11601e-06 9.88395e-06 1.19134e-05 7.49729e-06 9.79076e-06 3.89869e-05 9.51509e-05 7.69086e-05 2.89332e-05 1.27767e-05 1.26491e-05 3.38909e-05 1.49763e-05 2.52028e-05 1.28785e-05 1.16969e-05 1.3125e-05 1.03761e-05 1.03904e-05 1.25507e-05 1.1934e-05 3.04346e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.091580000000000009 0.09227500000000001 -0.09595999999999999 0.086965000000000015 0.085485000000000019 0.087520000000000014 0.31278000000000006 0.10022000000000002 0.089810000000000015 -0.078724999999999976 -0.0095349999999999983 -0.071799999999999989 0.094955000000000025 -0.084519999999999984 -0.069599999999999981 0.11586 -0.080509999999999984 0.12069000000000002 0.11510000000000002 1.0000000180025095e-35 0.12181500000000002 0.10861000000000001 -0.26609999999999995 -0.41218499999999997 0.093840000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3 9 10 -9 12 17 14 15 -14 -15 18 -5 -20 23 -22 -23 24 25 26 27 -21 29 -29
right_child=-2 2 3 11 -6 -7 -8 8 -10 -11 -12 -13 13 16 -16 -17 -18 -19 19 20 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=7.0121512140354351e-05 -6.6853871549423999e-05 -5.8778658480150627e-05 0.00016256460573155589 -6.7798220186011382e-05 -0.00010258777157287113 3.9465227756510208e-05 -0.0001292698950618861 8.4304971915116772e-05 5.313682648576153e-05 -4.4455249900982551e-05 -2.3536179720568251e-05 5.959992718306326e-05 -0.00015396931831315725 -0.00016413103866008379 0.00018244992778212085 8.129842643332571e-05 -8.8539437413038242e-06 7.6821365424124962e-05 0.00013067676234641113 7.6326147113418711e-05 3.384176304313803e-05 -0.00014327643214280463 -4.020513949432859e-05 5.5658402300487541e-05 -7.6430913891685633e-05 5.2323204008877303e-05 -5.2257223531440202e-05 -2.3224411415867509e-05 -5.9422084006321096e-07 0.00013331473337134609
leaf_weight=27 23 25 21 27 25 36 24 20 38 33 21 21 33 28 24 24 21 22 20 22 27 22 27 39 22 39 37 27 2323 23
leaf_count=27 23 25 21 27 25 36 24 20 38 33 21 21 33 28 24 24 21 22 20 22 27 22 27 39 22 39 37 27 2323 23
internal_value=0 4.96339e-07 -1.158e-07 1.26931e-06 -1.78913e-05 -7.14305e-06 -1.75648e-05 2.00401e-06 1.55716e-05 -3.7187e-06 2.90693e-05 7.15684e-08 -3.73781e-07 -2.71741e-05 1.54194e-05 -5.49092e-05 -9.75837e-05 9.2769e-07 2.98816e-07 9.98443e-07 3.97722e-09 -4.37354e-05 -8.6482e-05 1.31685e-06 4.66742e-07 1.15138e-06 3.30782e-07 1.14321e-06 4.46188e-07 4.87836e-05
internal_weight=0 3098 3071 2849 222 197 161 137 112 74 41 2828 2807 130 81 57 49 2677 2655 2628 2608 76 49 2532 2493 2471 2432 2395 2373 50
internal_count=3121 3098 3071 2849 222 197 161 137 112 74 41 2828 2807 130 81 57 49 2677 2655 2628 2608 76 49 2532 2493 2471 2432 2395 2373 50
is_linear=0
shrinkage=0.1


Tree=3451
num_leaves=31
num_cat=0
split_feature=130 42 41 132 1186 1185 1213 41 50 132 4 52 13 132 1186 129 394 14 142 2 41 41 43 15 11 43 43 42 0 4
split_gain=8.42959e-06 1.20915e-05 1.15102e-05 7.3652e-06 0.000220527 9.73705e-05 2.08792e-05 1.10258e-05 8.27011e-06 8.63688e-06 1.65718e-05 1.3873e-05 2.27346e-05 7.94492e-06 8.31449e-06 1.55514e-05 8.60228e-06 7.56082e-06 5.20973e-05 3.91292e-05 1.7757e-05 2.54867e-05 4.30551e-05 1.76417e-05 1.34694e-05 1.0102e-05 4.94535e-05 1.98533e-05 2.05332e-05 1.98696e-05
threshold=-0.22562499999999999 0.15021500000000002 0.11457000000000002 -0.083284999999999984 1.0000000180025095e-35 -0.083264999999999992 0.085835000000000009 0.095655000000000018 0.09227500000000001 -0.41094499999999995 0.071150000000000005 0.087435000000000013 -0.0079349999999999993 -0.034244999999999991 -0.089559999999999987 -0.082304999999999975 0.0016050000000000003 0.078235000000000013 -0.057499999999999989 0.082850000000000021 0.088180000000000008 0.077300000000000021 -0.14792499999999997 0.094035000000000007 -1.0000000180025095e-35 0.084740000000000024 0.097930000000000017 0.10077000000000001 -0.10151999999999999 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 8 13 9 -2 11 12 -11 -7 -15 -16 17 18 -17 -19 21 24 -23 -21 -20 -26 -27 28 -28 -30
right_child=1 -3 -4 5 -6 7 -8 -9 -10 10 -12 -13 -14 14 15 16 -18 19 20 23 -22 22 -24 -25 25 26 27 -29 29 -31
leaf_value=-5.3663251862323306e-05 5.097270290314234e-05 6.4771379904163162e-05 -6.6357783732830575e-05 -0.00021042313283859668 0.00032577598029179386 4.5659866650806327e-05 -9.9313837651712116e-05 7.4761847390618651e-05 -5.4158424875193024e-05 0.00010251406800244726 -8.3952050044899809e-05 -4.8285746267614134e-05 -3.0617940628081158e-05 -5.3641778927236564e-05 8.0328988892593633e-05 0.00016072697962954408 6.4814576206799769e-05 -0.00013859922452562993 -8.3708512429439002e-05 5.5630883464284525e-05 -9.5153888669301533e-05 -8.8322888618206676e-06 0.00017918112190229643 -5.3110527456738061e-05 3.6601734400376495e-07 -0.00016863691416801885 4.8424200601099678e-05 7.29670479746279e-05 -1.4133360985267376e-05 -0.00011857106712543303
leaf_weight=29 34 29 26 22 21 38 26 20 26 29 22 24 23 29 24 20 20 24 20 37 20 29 21 25 2322 21 30 27 56 27
leaf_count=29 34 29 26 22 21 38 26 20 26 29 22 24 23 29 24 20 20 24 20 37 20 29 21 25 2322 21 30 27 56 27
internal_value=0 5.03315e-07 -1.05165e-07 4.62029e-07 1.87658e-05 -8.62923e-07 -1.62734e-05 7.77762e-07 -2.60857e-06 7.54518e-06 -7.52151e-06 1.46031e-05 4.36288e-05 2.4741e-07 -3.79652e-07 1.87591e-07 -5.25041e-07 -1.01283e-06 -4.53432e-08 -3.01837e-05 -1.29503e-06 -5.59748e-07 7.01333e-05 1.17835e-05 -1.97192e-06 -1.31355e-06 -2.55368e-05 -4.07179e-06 -2.24793e-05 -4.81071e-05
internal_weight=0 3092 3063 3037 205 2832 184 2810 158 132 98 76 52 2790 2752 2723 2699 2679 2593 86 2573 2553 50 62 2503 2483 161 140 113 83
internal_count=3121 3092 3063 3037 205 2832 184 2810 158 132 98 76 52 2790 2752 2723 2699 2679 2593 86 2573 2553 50 62 2503 2483 161 140 113 83
is_linear=0
shrinkage=0.1


Tree=3452
num_leaves=31
num_cat=0
split_feature=12 130 132 1185 393 403 403 1212 49 398 132 133 4 1429 156 474 1429 154 1428 15 471 52 2 16 13 0 43 12 12 12
split_gain=8.76657e-06 1.24305e-05 7.16768e-06 5.83795e-05 2.21883e-05 8.06632e-06 1.35194e-05 9.36664e-06 1.00051e-05 1.13616e-05 9.29053e-06 1.27088e-05 1.43484e-05 6.57603e-06 1.69122e-05 2.4099e-05 1.07495e-05 7.53983e-06 1.02958e-05 4.53076e-05 1.8249e-05 8.73179e-06 1.88047e-05 1.62849e-05 2.75779e-05 3.40127e-05 3.51785e-05 2.05002e-05 5.87435e-05 3.43691e-05
threshold=0.23631000000000002 -0.22562499999999999 -0.083174999999999985 -0.083264999999999992 0.10856500000000001 -0.090774999999999981 -0.088034999999999988 0.058525000000000008 0.10211000000000002 0.089640000000000011 -0.44750499999999993 -0.088234999999999994 0.0016150000000000003 0.12521000000000002 0.3248100000000001 0.11787500000000002 0.11181500000000001 0.084190000000000001 -0.020064999999999996 -0.07490999999999999 0.093375000000000014 -0.55692499999999978 0.10060500000000001 0.071345000000000006 -0.095539999999999986 0.051010000000000007 -0.05647499999999999 0.090165000000000009 0.088435000000000014 0.093105000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 8 9 10 -8 12 -12 14 15 16 17 18 19 -5 21 22 -20 -23 -25 27 -27 28 -26 -29
right_child=-2 2 3 13 -6 6 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 20 -21 -22 23 -24 24 25 26 -28 29 -30 -31
leaf_value=7.0685403421521183e-05 -6.1509862628198524e-05 5.1192436404519307e-05 0.00016735045671685797 5.5670622168690903e-05 -0.00011789432472141925 -9.1822829708689831e-05 -6.824866343777103e-05 5.9394922791398132e-05 4.8220765298041941e-05 -8.0890271837980829e-05 0.0001057207518533687 -4.0547897436529946e-05 -1.2629376821375141e-05 5.7138543561450205e-05 -8.981118416635408e-05 0.00010698756031204192 -6.5819014620501547e-05 6.1227474034240004e-05 -1.1702882051502136e-05 -0.00015718518989160657 8.3725238776493764e-05 2.0252733423771761e-06 0.00010127207480344134 6.219896506966481e-05 -1.505349559303826e-05 -2.3546486640539529e-05 -0.00020449380826903507 -0.00012681723744915668 0.00017028412199579179 -1.7421874068070755e-05
leaf_weight=25 23 21 21 20 20 20 20 20 22 28 20 30 21 20 21 21 25 20 34 20 26 2201 26 37 118 22 21 36 20 142
leaf_count=25 23 21 21 20 20 20 20 20 22 28 20 30 21 20 21 21 25 20 34 20 26 2201 26 37 118 22 21 36 20 142
internal_value=0 4.56661e-07 -1.14676e-07 1.233e-06 -1.7422e-05 -7.47426e-06 -1.42809e-05 -4.64835e-06 -1.37325e-05 -2.5186e-05 -8.04629e-06 8.91213e-06 4.51024e-05 3.28142e-10 -4.0635e-07 2.66831e-07 -5.42827e-07 5.21069e-08 -3.97216e-07 -5.07573e-05 3.53586e-07 -4.62245e-07 3.72529e-05 -1.3336e-06 -2.00025e-05 -2.84745e-05 -0.000111916 -1.71201e-05 1.1807e-05 -3.95468e-05
internal_weight=0 3098 3073 2851 222 202 181 161 141 119 91 71 41 2830 2810 2789 2768 2743 2723 40 2683 2657 60 2597 396 359 43 316 138 178
internal_count=3121 3098 3073 2851 222 202 181 161 141 119 91 71 41 2830 2810 2789 2768 2743 2723 40 2683 2657 60 2597 396 359 43 316 138 178
is_linear=0
shrinkage=0.1


Tree=3453
num_leaves=31
num_cat=0
split_feature=130 12 132 1203 393 50 16 49 131 16 0 1212 133 1213 13 403 1212 1212 4 52 1212 16 401 12 402 13 13 13 4 13
split_gain=8.51925e-06 1.55571e-05 6.85454e-06 0.000196777 9.28223e-05 3.87504e-05 8.01006e-06 1.06655e-05 2.45983e-05 1.26695e-05 1.03058e-05 7.69357e-06 2.63163e-05 4.19728e-05 5.23908e-05 3.76911e-05 1.30934e-05 3.36737e-05 3.18395e-05 5.04707e-05 3.53267e-05 2.51083e-05 9.85141e-06 0.000102355 2.19301e-05 9.22494e-06 7.17991e-05 4.95642e-05 6.34944e-05 3.37544e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 -0.097644999999999996 0.09567500000000001 -0.076979999999999979 -0.072804999999999981 -0.082844999999999988 0.10167000000000001 -0.040449999999999993 -0.020279999999999996 -0.069964999999999986 0.022375000000000003 0.087615000000000012 0.087210000000000024 -0.077999999999999986 0.008405000000000001 0.089125000000000024 -0.082179999999999989 -1.0000000180025095e-35 0.097325000000000009 -0.43995499999999993 -0.088319999999999996 -0.089109999999999981 -0.087404999999999997 -0.013125 -0.090639999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 11 6 -2 8 -8 10 -10 16 15 -14 -15 -13 17 22 20 -20 -18 -22 23 -4 -24 26 29 28 -27 -26
right_child=1 -3 4 -5 -6 -7 7 -9 9 -11 -12 12 13 14 -16 -17 18 -19 19 -21 21 -23 24 -25 25 27 -28 -29 -30 -31
leaf_value=-6.5056353014369969e-05 5.3309018636355175e-05 8.4212342070796615e-05 -0.00020124703650767711 0.00030793541057695016 -0.00021616260521113871 -0.00014597641431464582 0.00010267198563919269 -6.895647758445497e-05 -2.2334376047424763e-05 -7.0839440765363786e-05 5.2878315709049592e-05 0.0001881694497569697 7.1537040600339202e-05 -0.00018832888492310997 2.4034666981046589e-05 -1.5088379024580885e-06 -0.00018202617149134831 0.00012963618108187801 -7.3768831935012717e-05 0.00015088806998392104 3.7021114167146152e-05 -9.6898590501431111e-05 8.827149556184721e-05 8.123713931377881e-05 7.7271984833662249e-06 -0.00021408662805333736 0.00014948050589217539 -1.3810577789801096e-06 2.1780278239887034e-05 -0.00010542566881537954
leaf_weight=20 25 22 23 21 20 20 21 24 49 30 29 20 37 21 26 22 21 20 20 20 28 28 28 29 451 25 35 1937 21 28
leaf_count=20 25 22 23 21 20 20 21 24 49 30 29 20 37 21 26 22 21 20 20 20 28 28 28 29 451 25 35 1937 21 28
internal_value=0 4.19588e-07 -1.79126e-07 1.68717e-05 -1.48477e-06 -1.39987e-05 8.30254e-07 -7.74471e-06 3.64353e-06 -1.5612e-05 5.62932e-06 2.70504e-08 2.4183e-05 -8.13256e-06 -7.08512e-05 8.88142e-05 -1.09441e-06 3.7986e-07 -3.38182e-05 3.85596e-05 -7.14171e-05 -2.99387e-05 -6.23293e-07 -4.37078e-05 2.63992e-07 -7.22877e-07 1.12157e-05 -3.81739e-06 -0.000106408 1.11283e-06
internal_weight=0 3101 3079 219 2860 198 178 153 129 108 78 2840 126 84 47 42 2714 2597 117 40 77 56 2577 52 2525 2497 514 1983 46 479
internal_count=3121 3101 3079 219 2860 198 178 153 129 108 78 2840 126 84 47 42 2714 2597 117 40 77 56 2577 52 2525 2497 514 1983 46 479
is_linear=0
shrinkage=0.1


Tree=3454
num_leaves=31
num_cat=0
split_feature=12 130 401 401 402 1210 1204 132 15 1204 1186 1185 133 133 13 1208 133 403 403 1203 1204 1210 1213 1210 130 129 3 403 16 3
split_gain=9.23479e-06 1.16971e-05 7.78948e-06 1.18712e-05 2.1163e-05 1.96429e-05 8.21994e-06 1.05268e-05 0.00025833 0.000102378 3.77825e-05 3.46344e-05 1.03769e-05 2.504e-05 2.39012e-05 1.13135e-05 4.01435e-05 1.81803e-05 2.08715e-05 8.8762e-06 1.59541e-05 8.63069e-06 1.61409e-05 1.15009e-05 7.79939e-06 8.07965e-06 3.00736e-05 2.29749e-05 3.57026e-05 1.19723e-05
threshold=0.23631000000000002 -0.22562499999999999 -0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.057120000000000011 -0.083284999999999984 0.091915000000000011 -0.082199999999999981 1.0000000180025095e-35 -0.083264999999999992 0.41553500000000004 0.41068500000000002 -0.039649999999999998 0.10233500000000001 0.31868000000000002 -0.5335399999999999 -0.49218499999999993 0.10304500000000001 -0.0076699999999999989 -0.094799999999999982 -0.087969999999999979 -0.08453999999999999 0.12303500000000002 0.093120000000000022 -0.091869999999999993 -0.082599999999999993 -0.081779999999999978 -0.094299999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 10 -9 -6 -11 13 15 -14 16 17 -13 -19 20 -20 22 -22 -23 25 29 -27 -28 -29 -25
right_child=-2 2 3 4 5 -7 -8 9 -10 11 -12 12 14 -15 -16 -17 -18 18 19 -21 21 23 -24 24 -26 26 27 28 -30 -31
leaf_value=6.8594295509683442e-05 -6.3131111971375981e-05 6.2118913629092279e-05 -7.2064810766555055e-05 7.9694305526517754e-05 -5.8227155176886118e-07 -9.959864610209479e-05 -5.7262755501142239e-05 -0.00016216212467183003 0.00034578647912646626 0.00013212826750532257 -0.00014335125464034112 7.9274535428026122e-05 -0.00012994929417828872 0.00011238509094255278 9.4054379133012858e-06 6.7015389089647228e-05 -0.00013827891103747312 -0.00010210602413280868 8.9953326096292585e-05 -6.4289325729034667e-05 -1.7168186022900045e-05 -7.2450654690989978e-05 0.00010987875732098474 1.4529442760853577e-05 -6.2009407738514713e-05 -4.9198562530417645e-05 -9.0903605898627305e-06 0.00019955550814798205 1.939737941773439e-05 -3.9943539550716261e-06
leaf_weight=25 23 20 23 33 158 20 25 39 22 20 21 29 20 20 32 25 21 20 20 21 20 22 20 429 20 34 26 22 22 1869
leaf_count=25 23 20 23 33 158 20 25 39 22 20 21 29 20 20 32 25 21 20 20 21 20 22 20 429 20 34 26 22 22 1869
internal_value=0 4.68686e-07 -8.55411e-08 -4.93038e-07 5.02457e-08 -8.26716e-07 -1.63149e-07 3.20418e-07 2.24126e-05 -1.29373e-06 -1.73317e-05 1.01964e-06 4.55812e-08 9.16938e-07 -4.41925e-05 6.60361e-08 -5.78948e-07 5.44478e-07 -3.52642e-07 4.53325e-07 9.96295e-07 2.80054e-07 4.63553e-05 -4.74041e-07 1.79752e-07 6.97563e-07 2.79602e-05 6.54373e-05 0.000109476 -5.36256e-07
internal_weight=0 3098 3073 3053 3030 2997 2977 2952 201 2751 179 2712 2692 2640 52 2620 2595 2574 2545 2525 2504 2484 40 2444 2422 2402 104 70 44 2298
internal_count=3121 3098 3073 3053 3030 2997 2977 2952 201 2751 179 2712 2692 2640 52 2620 2595 2574 2545 2525 2504 2484 40 2444 2422 2402 104 70 44 2298
is_linear=0
shrinkage=0.1


Tree=3455
num_leaves=31
num_cat=0
split_feature=130 40 132 393 15 1186 1182 393 394 1186 129 394 33 1429 156 11 11 52 1 0 52 475 157 2 12 475 9 475 475 472
split_gain=8.83565e-06 1.20373e-05 8.32273e-06 4.67074e-05 2.98375e-05 1.25624e-05 7.55934e-06 7.48804e-06 8.56456e-06 1.03844e-05 3.08894e-05 2.71096e-05 7.53681e-06 7.2704e-06 3.12323e-05 1.75897e-05 3.77901e-05 1.56018e-05 3.11655e-05 2.71759e-05 1.13307e-05 1.08978e-05 6.87887e-05 6.71856e-05 9.32546e-05 3.31369e-05 1.07415e-05 1.19598e-05 2.16344e-05 1.45517e-05
threshold=-0.22562499999999999 -0.23755499999999996 -0.083174999999999985 0.12069000000000002 0.092400000000000024 0.049580000000000006 0.087720000000000006 -1.0000000180025095e-35 -0.13579999999999995 0.089315000000000019 -0.077709999999999987 -0.087649999999999992 -0.009184999999999997 -0.23752499999999996 0.32523500000000005 0.095720000000000013 0.10221500000000001 -0.55692499999999978 0.10325000000000002 -0.014954999999999998 -0.55061999999999989 -0.085719999999999977 -0.086394999999999986 0.086950000000000013 0.084655000000000022 -0.084964999999999985 0.088235000000000022 -0.083494999999999986 -0.084374999999999992 -0.080624999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 6 5 -3 7 -4 -9 10 -10 -12 -13 -14 15 17 -17 18 19 -15 -19 22 -22 -24 -25 -23 27 28 -27 -29
right_child=1 2 3 -5 -6 -7 -8 8 9 -11 11 12 13 14 -16 16 -18 20 -20 -21 21 25 23 24 -26 26 -28 29 -30 -31
leaf_value=-5.4940560171260207e-05 7.4221386380072962e-05 3.120787939988904e-06 4.6087258043472604e-05 0.00015002622136047909 -0.00012157447343997776 -7.8707362367172866e-05 -6.0924134195374798e-05 -6.3434759881818618e-05 -0.00012373780231200726 6.4826768357306727e-05 0.00010910199089266826 -5.0632572298315521e-05 -5.9440204349812123e-05 6.7997458497232469e-05 0.00012557011126773434 -0.00014952970541344258 2.1474159439094365e-05 -6.9912059837446105e-05 0.00013472273665579102 -8.3015495246482635e-05 0.00018985064733153029 -0.00012908887048979523 9.7548857360006647e-05 -0.00022429385563214055 2.7493252970376298e-05 -1.5758313336846186e-05 4.9698178850650399e-05 -8.2741441011338884e-05 0.0001186293928185478 -1.0083595291855767e-06
leaf_weight=29 22 176 36 21 25 21 20 21 20 25 23 29 20 26 20 24 28 23 26 22 22 20 39 24 38 25 43 22 23 2208
leaf_count=29 22 176 36 21 25 21 20 21 20 25 23 29 20 26 20 24 28 23 26 22 22 20 39 24 38 25 43 22 23 2208
internal_value=0 5.15291e-07 -1.28964e-08 1.44079e-06 -1.8662e-05 -5.60201e-06 3.37041e-07 7.7353e-07 1.84827e-07 6.7065e-07 8.20614e-08 9.9755e-07 7.04801e-08 6.24716e-07 1.08096e-06 1.28119e-07 -5.74507e-05 1.29723e-06 4.65457e-05 -1.21681e-06 -4.91249e-08 6.03005e-07 2.96163e-05 -5.28617e-06 -6.99727e-05 -9.21404e-07 1.83012e-07 -7.51647e-07 4.86358e-05 -1.81469e-06
internal_weight=0 3092 3070 2848 222 197 2827 2807 2771 2750 2725 2705 2682 2653 2633 2613 52 2561 74 48 2487 2464 123 101 62 2341 2321 2278 48 2230
internal_count=3121 3092 3070 2848 222 197 2827 2807 2771 2750 2725 2705 2682 2653 2633 2613 52 2561 74 48 2487 2464 123 101 62 2341 2321 2278 48 2230
is_linear=0
shrinkage=0.1


Tree=3456
num_leaves=31
num_cat=0
split_feature=12 130 1211 13 1185 1186 401 402 1210 1204 1203 1200 128 0 131 1212 403 403 1210 403 1209 42 1209 402 1212 12 1210 15 15 52
split_gain=8.68784e-06 1.12377e-05 7.12924e-06 1.90966e-05 1.15999e-05 1.21986e-05 8.10342e-06 2.46216e-05 1.56763e-05 9.17065e-06 8.04035e-06 1.20213e-05 1.21047e-05 2.38448e-05 7.68576e-06 9.71224e-06 9.91638e-06 2.29913e-05 2.36131e-05 1.09398e-05 1.29226e-05 4.0238e-05 1.71373e-05 1.04793e-05 1.19274e-05 4.58721e-05 3.85427e-05 2.34815e-05 1.07987e-05 3.13428e-05
threshold=0.23631000000000002 -0.22562499999999999 0.11716500000000001 -0.068269999999999983 -0.10973499999999999 -0.092084999999999986 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.058775000000000008 -1.0000000180025095e-35 0.086110000000000006 0.10828500000000001 -0.076899999999999982 0.13602500000000003 0.11473500000000002 -0.55327499999999985 -0.54856499999999986 -0.3960249999999999 -0.53255499999999989 -0.084519999999999984 0.087405000000000024 -0.033554999999999995 0.13294000000000003 -0.089079999999999979 0.086915000000000006 -0.08861999999999999 0.089295000000000013 0.11295500000000001 0.5140450000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -7 -8 9 10 -9 12 14 -14 15 16 -12 -18 -19 -20 21 -21 -22 24 25 -24 -26 -27 -28 -30
right_child=-2 2 3 -5 5 6 7 8 -10 -11 11 -13 13 -15 -16 -17 17 18 19 20 22 -23 23 -25 26 27 28 -29 29 -31
leaf_value=6.7228915348096054e-05 -6.1233053906028582e-05 -7.6631439533230157e-05 0.00010752399096170186 -1.4297587298525257e-05 6.4322039455372101e-05 -5.5384990453064715e-05 8.6888308651822402e-05 5.3107498596156283e-05 -8.9537936019041809e-05 -6.6541764646812921e-05 6.1188903894687368e-05 6.3312089081717134e-05 -9.7309830016456553e-05 3.137159123127731e-05 5.5907945488797855e-05 -5.4851472773545099e-05 -0.00010267478289527143 0.00010086035080071864 -6.0947822930756956e-05 -3.5052188177360226e-05 -9.3373879208229497e-05 0.00015038038899629929 0.00014994275520439262 -5.8225656515963737e-05 -0.00013917094933276532 -8.7049457943066957e-05 -1.5745501519344862e-06 5.2835943275416264e-05 8.1847729898725533e-06 0.00013913538258791613
leaf_weight=25 23 20 22 31 29 27 32 28 20 21 26 29 36 24 24 33 22 23 30 25 20 22 25 31 20 24 2243 24 141 21
leaf_count=25 23 20 22 31 29 27 32 28 20 21 26 29 36 24 24 33 22 23 30 25 20 22 25 31 20 24 2243 24 141 21
internal_value=0 4.54604e-07 -8.86295e-08 3.62699e-05 -7.26709e-07 -2.20677e-07 -8.5068e-07 -3.50536e-07 -1.3092e-06 -6.99047e-07 -2.17439e-07 -7.42623e-07 -1.40275e-06 -4.58373e-05 -4.34674e-07 -9.29994e-07 -2.7022e-07 -8.68474e-07 -2.2971e-08 -9.06564e-07 -2.12713e-07 5.1746e-05 -1.17076e-06 -4.41593e-07 2.75503e-07 4.0102e-05 -9.23398e-07 -1.71068e-05 2.2627e-07 2.51599e-05
internal_weight=0 3098 3073 53 3020 3000 2971 2944 2912 2892 2871 2843 2814 60 2754 2730 2697 2671 2649 2626 2596 47 2549 2529 2498 73 2425 48 2405 162
internal_count=3121 3098 3073 53 3020 3000 2971 2944 2912 2892 2871 2843 2814 60 2754 2730 2697 2671 2649 2626 2596 47 2549 2529 2498 73 2425 48 2405 162
is_linear=0
shrinkage=0.1


Tree=3457
num_leaves=31
num_cat=0
split_feature=130 121 46 1428 473 471 474 3 1426 16 1428 151 157 160 133 51 1372 3 157 150 147 0 3 3 3 43 1209 1209 403 1212
split_gain=8.70633e-06 1.33972e-05 8.50535e-06 1.36351e-05 3.09848e-05 1.22318e-05 1.58695e-05 2.11787e-05 1.62167e-05 1.10885e-05 9.92102e-06 8.90507e-06 8.65308e-06 4.25133e-05 0.00010277 3.63713e-05 3.46426e-05 2.68112e-05 1.04295e-05 1.33246e-05 1.40941e-05 1.83229e-05 1.21953e-05 4.3478e-05 3.32629e-05 0.000110323 3.44237e-05 4.8711e-05 3.23766e-05 2.61409e-05
threshold=-0.22461999999999996 -0.081149999999999986 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 -0.08539999999999999 -0.079724999999999976 -0.061919999999999996 -0.074319999999999983 0.087445000000000009 0.29373000000000005 -0.087424999999999989 -0.089549999999999991 0.085265000000000021 -0.025069999999999999 -0.087494999999999976 -0.078584999999999988 -0.085474999999999982 0.12706500000000001 0.097985000000000017 -0.26343999999999995 -0.081644999999999981 -0.081459999999999991 -0.082284999999999983 -0.022084999999999997 -0.087199999999999986 -0.067109999999999989 -0.53255499999999989 -0.080434999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 -7 -8 -4 11 12 13 15 17 -10 -14 -15 -18 20 21 -20 24 -24 26 -26 -23 -28 -25 -29
right_child=1 2 9 4 5 6 8 -9 10 -11 -12 -13 16 14 -16 -17 18 -19 19 -21 -22 22 23 28 25 -27 27 29 -30 -31
leaf_value=-5.1892512487938802e-05 6.8186332746649747e-05 -6.567645540371814e-05 -1.2448268971638756e-05 0.00012399938714224845 -7.5175949049563246e-05 -4.7686431508768227e-06 -9.1071299757459207e-05 0.00012082779499178287 0.00013420427392544379 8.7449753307737419e-05 5.2203374715255849e-05 6.2009050783341408e-05 0.00012156493881459188 6.1290588677491483e-05 -0.00026470869703362478 -2.6782521227788593e-05 -5.3024578310447774e-05 -8.5106569829142904e-05 8.7971547643816026e-05 5.9490659537510111e-05 -6.3045315147138424e-05 0.00011977968172989979 -0.00015452142615686172 -0.00011236590700199095 -4.4556714692589599e-05 0.00019674419211999827 -0.00015591663628583774 -7.8719251105679018e-05 -3.6823498856812456e-06 4.7109240764307499e-06
leaf_weight=32 29 32 20 20 22 29 20 25 23 25 35 22 23 29 21 36 39 22 23 36 37 24 20 28 40 36 20 39 1300 1014
leaf_count=32 29 32 20 20 22 29 20 25 23 25 35 22 23 29 21 36 39 22 23 36 37 24 20 28 40 36 20 39 1300 1014
internal_value=0 5.37566e-07 -1.03549e-07 -7.47642e-07 -5.11207e-08 -8.88451e-07 -3.32747e-07 5.33779e-05 -1.33738e-06 4.30506e-05 -7.11402e-07 -1.36536e-06 -1.86153e-06 -2.69563e-05 -7.8525e-05 3.5975e-05 -6.34428e-07 -1.86113e-06 -1.69263e-06 -9.27653e-07 -1.77037e-06 -8.79188e-07 -1.68981e-06 -8.17784e-06 5.76618e-06 6.97437e-05 1.33382e-06 -1.31548e-06 -5.97387e-06 1.62092e-06
internal_weight=0 3089 3060 3015 2983 2963 2941 54 2887 45 2867 2832 2810 131 72 59 2679 51 2656 2617 2581 2544 2521 1348 1173 76 1097 1073 1328 1053
internal_count=3121 3089 3060 3015 2983 2963 2941 54 2887 45 2867 2832 2810 131 72 59 2679 51 2656 2617 2581 2544 2521 1348 1173 76 1097 1073 1328 1053
is_linear=0
shrinkage=0.1


Tree=3458
num_leaves=31
num_cat=0
split_feature=12 130 1209 1208 2 1209 3 403 1213 2 1213 1213 1213 52 1213 402 403 13 4 13 129 0 52 399 43 52 13 13 43 13
split_gain=7.55334e-06 1.07375e-05 7.39011e-06 1.23388e-05 2.07116e-05 1.24365e-05 7.02249e-05 8.86395e-06 1.13029e-05 3.10379e-05 2.52755e-05 1.72386e-05 9.06838e-06 6.47468e-05 4.53282e-05 5.73747e-05 1.09775e-05 3.12347e-05 3.84001e-05 3.79748e-05 1.75242e-05 1.39284e-05 1.36733e-05 5.76431e-05 4.57174e-05 8.49656e-05 0.000132504 5.48946e-05 5.89391e-05 0.000189443
threshold=0.23631000000000002 -0.22562499999999999 0.14268500000000003 0.10480500000000002 0.090425000000000019 -0.087714999999999987 -0.082334999999999978 0.55673500000000009 -0.40446999999999994 0.089125000000000024 -0.19298499999999996 -0.13252999999999998 -0.087969999999999979 0.086040000000000019 -0.085284999999999986 0.13775000000000001 0.085855000000000015 -0.0065549999999999992 1.0000000180025095e-35 0.056795000000000005 -0.077709999999999987 -0.10224499999999999 0.048520000000000008 0.091580000000000009 -0.013199999999999998 0.08709500000000002 -0.088464999999999988 -0.087324999999999986 0.055925000000000009 -0.012549999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 8 9 -7 -10 -12 13 -13 -14 16 20 18 -18 -19 -16 -20 23 -22 -24 26 -26 -27 29 -29
right_child=-2 2 -4 4 -6 7 -8 -9 10 -11 11 12 14 -15 15 -17 17 19 21 -21 22 -23 24 -25 25 27 -28 28 -30 -31
leaf_value=6.5695279248757297e-05 -5.7095174017139587e-05 0.0001878628561652953 5.764313206203621e-05 -0.00012437400208520038 1.7817624102463017e-05 -1.5235301246072843e-05 -5.5960198207887718e-05 -5.8731228972856819e-05 -0.00011296103644781397 0.00014028110745130108 8.8027418744538667e-05 5.1874970602894842e-05 0.00010711057846679185 -0.00014118457791028051 -8.504348641145043e-05 -0.00016611952693589655 0.00013900528482712943 -0.00012598117900779472 5.4552678870095415e-05 3.2401283524672094e-05 1.5236438902795129e-06 -5.5918846088128963e-05 8.3972390070349812e-06 0.00013303080644725603 -0.00034853294784538565 7.2541030195887358e-05 -4.6391611473889965e-05 -0.00027570884198616519 2.4263359655792146e-05 -2.4849694761732557e-06
leaf_weight=25 23 21 22 21 20 33 27 26 20 21 22 38 39 32 25 21 39 24 25 41 1694 21 472 34 21 57 47 36 88 86
leaf_count=25 23 21 22 21 20 33 27 26 20 21 22 38 39 32 25 21 39 24 25 41 1694 21 472 34 21 57 47 36 88 86
internal_value=0 4.2389e-07 -1.07117e-07 -5.2354e-07 -5.50122e-05 2.18665e-07 5.07124e-05 -5.996e-07 -8.48099e-08 4.52433e-05 -9.34122e-07 -1.51265e-07 -8.34339e-07 -3.63808e-05 6.39477e-08 -1.46473e-06 -1.88807e-07 2.61042e-05 6.60086e-05 -2.60784e-05 -1.72941e-06 4.12003e-06 -9.07776e-07 4.11117e-06 -1.16547e-05 -3.99069e-05 -0.0001397 -1.44914e-05 -3.81145e-05 -8.31084e-05
internal_weight=0 3098 3073 3051 41 3010 48 2962 2936 54 2882 2862 2840 70 2770 2731 2710 150 85 65 2560 46 2535 1728 807 335 68 267 210 122
internal_count=3121 3098 3073 3051 41 3010 48 2962 2936 54 2882 2862 2840 70 2770 2731 2710 150 85 65 2560 46 2535 1728 807 335 68 267 210 122
is_linear=0
shrinkage=0.1


Tree=3459
num_leaves=31
num_cat=0
split_feature=130 12 401 402 401 1210 1209 43 1209 401 401 401 1211 4 1203 400 1203 12 13 12 4 42 43 12 133 42 129 1210 1210 3
split_gain=8.79595e-06 1.65149e-05 7.78216e-06 1.07598e-05 5.586e-05 2.35029e-05 8.7141e-06 4.64592e-05 1.83943e-05 1.7379e-05 1.3408e-05 1.40167e-05 1.03508e-05 3.66357e-05 1.31015e-05 5.46068e-05 1.05332e-05 8.73746e-06 3.23582e-05 3.57246e-05 3.91268e-05 2.21252e-05 1.9139e-05 1.56613e-05 1.27999e-05 1.71256e-05 1.24547e-05 1.13726e-05 2.01653e-05 1.13912e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.47313999999999995 -0.45015499999999992 -1.0000000180025095e-35 0.24726500000000004 -0.085894999999999985 -0.0047449999999999992 -0.069599999999999981 -0.099524999999999988 0.13522500000000001 0.12006000000000001 0.11048500000000001 -0.077999999999999986 0.088820000000000024 -0.081749999999999975 0.087075000000000014 0.10911500000000002 -0.051094999999999995 0.11418000000000002 0.11275500000000001 -0.062154999999999995 0.50194500000000009 0.13043000000000002 0.41553500000000004 0.120215 0.11266500000000002 -0.13847499999999999 -0.085329999999999975 -0.094874999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -5 -8 -10 11 12 14 -14 16 -16 17 22 -19 -20 21 -21 24 -23 25 26 27 -11 -29 -30
right_child=1 -3 3 5 -6 -7 8 -9 9 10 -12 -13 13 -15 15 -17 -18 18 19 20 -22 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-6.610437754716259e-05 6.1985059583093976e-05 8.6760024417096508e-05 -0.00013484588309966645 -0.00011224960852654048 6.1898245621705425e-05 9.6782337801414549e-05 7.3282885055317928e-05 7.6927384430919556e-05 -7.3987638000971859e-05 5.6663709972671124e-05 7.0254403571770696e-05 -8.3969814295414838e-05 0.00014446128185400519 -3.4702947785262952e-05 -0.00017188806582866661 2.8086506959981409e-05 6.7653623267213581e-05 0.00010733729941421189 0.00010060936648288691 8.4845478916880293e-05 -0.00014343721779922541 -9.050775270225131e-05 -9.9187141240690839e-05 1.9578013442307049e-05 -6.8205140269128603e-05 9.1949103079969063e-05 7.3939897596243437e-05 -9.0032234696151979e-05 1.3348591968384854e-05 -4.7224942872074166e-06
leaf_weight=20 20 22 31 34 27 25 34 21 32 33 27 20 21 25 22 36 23 35 27 24 23 24 20 28 28 20 22 26 425 1946
leaf_count=20 20 22 31 34 27 25 34 21 32 33 27 20 21 25 22 36 23 35 27 24 23 24 20 28 28 20 22 26 425 1946
internal_value=0 4.26351e-07 -1.90518e-07 -5.97027e-07 -4.32581e-05 2.27479e-07 -5.83634e-07 -4.00184e-05 1.5889e-07 -7.02287e-07 1.19125e-07 -5.50483e-07 4.36719e-08 4.70894e-05 -7.39856e-07 -4.77659e-05 2.68839e-07 -3.09248e-07 2.22763e-05 -1.35169e-06 -2.91593e-05 5.42487e-06 -1.75222e-06 -3.12308e-05 -9.72737e-07 -2.11205e-07 -9.6292e-07 -1.64105e-06 -2.44375e-06 -1.48327e-06
internal_weight=0 3101 3079 3059 58 3001 2976 55 2921 2887 2855 2828 2808 46 2762 58 2704 2681 161 126 99 76 2520 52 2500 2472 2452 2430 2397 2371
internal_count=3121 3101 3079 3059 58 3001 2976 55 2921 2887 2855 2828 2808 46 2762 58 2704 2681 161 126 99 76 2520 52 2500 2472 2452 2430 2397 2371
is_linear=0
shrinkage=0.1


Tree=3460
num_leaves=31
num_cat=0
split_feature=401 0 1213 133 3 1210 2 1186 399 1211 2 1447 481 481 403 133 1452 129 43 47 16 43 42 15 0 12 1213 1213 2 2
split_gain=8.75901e-06 2.901e-05 2.87154e-05 2.52967e-05 5.85052e-05 1.91079e-05 8.40244e-06 5.35024e-05 4.07504e-05 4.41958e-05 2.91436e-05 4.63326e-05 6.30076e-05 3.75305e-05 6.13478e-05 6.34826e-05 3.21396e-05 2.35963e-05 2.85314e-05 5.53116e-05 0.000155163 7.7626e-05 0.000185335 0.000171449 0.000153856 8.71849e-05 5.07494e-05 3.80192e-05 3.36217e-05 3.3039e-05
threshold=-0.06959499999999999 -0.071719999999999992 -0.0043299999999999996 0.51114000000000004 -0.085709999999999995 0.24726500000000004 0.085625000000000021 -0.088589999999999988 0.091580000000000009 0.10406000000000001 0.08542000000000001 1.0000000180025095e-35 -0.088384999999999977 -0.086219999999999977 -0.53960999999999981 0.26430000000000003 0.086765000000000023 -0.075474999999999987 -0.0047449999999999992 0.092165000000000011 -0.056919999999999991 0.0034250000000000005 0.086325000000000013 0.084905000000000022 -0.080119999999999983 0.051320000000000005 -0.086394999999999986 -0.092319999999999985 0.081135000000000013 0.084885000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 8 -8 9 10 11 12 -2 -14 -15 16 17 -16 26 21 -21 22 23 24 25 -20 27 -19 -23 -28
right_child=3 -3 -4 4 -6 -7 7 -9 -10 -11 -12 -13 13 14 15 -17 -18 18 19 20 -22 28 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=5.2738786710987746e-05 0.00018221580452518541 0.00011308486876981174 -8.5395267982406683e-05 4.2321750411896837e-05 -0.00019102958794974258 8.9051981315909268e-05 -0.00016723789412935732 -2.8081317444576576e-06 0.00012558601764404948 -0.00014388254908226372 0.00010683300383139535 -0.00014357545877005795 -0.00012933281038948779 0.00015438895896767026 0.00010730328982996677 -0.00016259015797202113 -8.8221997559685404e-05 -2.9802040808135646e-05 0.00039863662573874794 -0.00026148350152652714 0.00012770635148626753 1.9785000086625271e-05 0.00037643419304263909 -0.00016618595632112207 -2.9488059649988182e-05 0.00011377499243032864 -2.6092084395585142e-06 -0.00020902162559650607 -0.00012147677853531407 0.00010720984744317509
leaf_weight=34 20 29 27 21 22 24 20 1871 28 20 28 21 21 27 24 23 35 29 21 21 20 63 21 27 35 22 495 20 23 29
leaf_count=34 20 29 27 21 22 24 20 1871 28 20 28 21 21 27 24 23 35 29 21 21 20 63 21 27 35 22 495 20 23 29
internal_value=0 3.07434e-05 -8.40252e-06 -9.12875e-07 -7.70673e-05 1.83055e-07 -5.36531e-07 -4.54721e-06 6.53168e-06 3.34171e-06 6.21438e-06 3.38858e-06 6.55071e-06 2.87571e-06 5.8451e-06 1.42805e-06 5.69067e-06 9.55766e-06 6.71759e-06 3.46873e-05 -7.16348e-05 5.52496e-05 0.000105242 5.1003e-05 0.000126184 0.000252893 -5.63205e-06 -0.000102953 -1.79943e-05 3.46856e-06
internal_weight=0 90 61 3031 43 2988 2964 1891 1073 1045 1025 997 976 956 935 908 885 850 826 253 41 212 126 105 78 43 573 49 86 524
internal_count=3121 90 61 3031 43 2988 2964 1891 1073 1045 1025 997 976 956 935 908 885 850 826 253 41 212 126 105 78 43 573 49 86 524
is_linear=0
shrinkage=0.1


Tree=3461
num_leaves=31
num_cat=0
split_feature=12 130 401 401 133 1209 1212 42 12 2 1212 1211 50 1 401 1210 4 3 1186 394 42 402 402 4 1374 4 49 1375 4 1456
split_gain=7.90482e-06 1.04205e-05 7.47392e-06 7.86159e-06 4.9581e-05 2.03746e-05 1.13088e-05 4.89424e-05 9.8397e-05 4.86335e-05 4.61481e-05 1.28913e-05 6.5089e-05 4.90303e-05 2.67154e-05 2.23988e-05 2.15823e-05 4.42526e-05 1.70328e-05 2.04955e-05 2.91723e-05 1.21836e-05 1.52663e-05 9.7264e-06 6.91474e-05 5.86174e-05 9.76662e-05 3.93455e-05 2.94335e-05 2.63167e-05
threshold=0.23631000000000002 -0.23123999999999997 0.13837000000000002 0.11769000000000002 -0.047229999999999987 -0.093169999999999989 -0.087464999999999987 0.087505000000000013 0.085635000000000003 0.086675000000000016 -0.063924999999999996 0.089850000000000013 0.096900000000000014 0.086920000000000011 -1.0000000180025095e-35 0.12347000000000001 -0.077519999999999992 -0.082974999999999979 -0.10142499999999997 0.0041850000000000004 -0.016354999999999998 0.11462500000000002 0.11086000000000001 -0.010655 0.086000000000000007 -0.008819999999999998 -0.008624999999999999 -0.064299999999999982 -0.011884999999999998 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 7 8 -7 -10 -8 14 13 16 -12 18 17 -13 -16 21 -21 22 23 24 27 26 -25 -20 29 -29
right_child=-2 2 -4 4 -6 6 10 -9 9 -11 11 12 -14 -15 15 -17 -18 -19 19 20 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=7.0636971551201516e-05 -5.8408474670495313e-05 -0.00010091874719364569 -5.9498999811088052e-05 -5.5406564726061857e-05 0.00013451658903957447 0.00015943057784044933 0.0001209689304459971 -0.00012285862197275398 -0.00019292427212349141 2.2535495389258193e-05 -0.00010625452481084115 -2.9114796529938761e-05 0.00017233940658255821 -0.00014534513786202297 -8.1612950064551963e-05 0.00010515355133975391 -4.4991558941546831e-05 0.00015919040675866061 0.00012494271840810342 0.00015219451216537329 -1.6558921233809089e-05 5.7222267870591684e-05 -8.9205567073804564e-05 -1.4426738572573023e-05 -0.00019205656017675212 -2.2640649764769187e-07 0.00023373177607246708 -7.3701938801012086e-06 -0.00010490343851415674 7.4118578901639351e-05
leaf_weight=21 23 20 21 28 27 29 32 38 20 22 24 24 26 20 26 20 25 26 23 21 20 35 20 35 20 1188 29 1187 30 41
leaf_count=21 23 20 21 28 27 29 32 38 20 22 24 24 26 20 26 20 25 26 23 21 20 35 20 35 20 1188 29 1187 30 41
internal_value=0 4.33628e-07 -4.54978e-08 3.63051e-07 3.78284e-05 -3.23586e-07 3.51323e-07 -3.12646e-05 1.77575e-05 -8.00644e-05 1.55123e-06 2.05681e-07 3.21432e-05 -6.22628e-06 -1.21559e-06 -2.80181e-07 3.08721e-05 6.88039e-05 -1.06847e-06 -2.77924e-07 6.98758e-05 -1.3808e-06 -2.17797e-06 -1.4962e-06 -7.5512e-06 4.79578e-06 9.80201e-05 -4.67055e-06 -7.04027e-06 -4.64948e-06
internal_weight=0 3098 3077 3056 55 3001 2981 109 71 42 2872 2840 121 95 2719 2695 75 50 2675 2649 41 2608 2573 2553 1301 1252 64 1281 1258 1228
internal_count=3121 3098 3077 3056 55 3001 2981 109 71 42 2872 2840 121 95 2719 2695 75 50 2675 2649 41 2608 2573 2553 1301 1252 64 1281 1258 1228
is_linear=0
shrinkage=0.1


Tree=3462
num_leaves=31
num_cat=0
split_feature=130 12 132 50 1185 1203 1429 156 11 52 1429 1429 1429 42 157 157 157 2 15 1371 160 1375 15 1 52 52 49 49 13 13
split_gain=8.8389e-06 1.58276e-05 7.14046e-06 0.000204451 0.00010774 4.01964e-05 7.93798e-06 2.48263e-05 1.24766e-05 3.13651e-05 1.4133e-05 9.54544e-06 1.01322e-05 4.31119e-05 1.22291e-05 9.23842e-05 3.38127e-05 2.69541e-05 4.49938e-05 2.32543e-05 6.02743e-05 1.98936e-05 3.26378e-05 4.92069e-05 1.68578e-05 1.23974e-05 1.06732e-05 3.08901e-05 2.48897e-05 2.23088e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 -0.23752499999999996 0.32523500000000005 0.095720000000000013 -0.078224999999999975 -0.10379499999999998 -0.084934999999999997 -1.0000000180025095e-35 0.084435000000000024 -0.087424999999999989 -0.090569999999999998 -0.086394999999999986 0.10402500000000002 -0.085834999999999981 0.083235000000000017 -0.080934999999999993 -0.064299999999999982 -0.022504999999999997 0.086455000000000018 -0.56368999999999991 -0.55061999999999989 -0.0087849999999999977 -0.0049799999999999992 -0.083619999999999986 -0.091559999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -6 8 10 -10 -8 -12 13 -13 15 17 -16 18 -14 21 -21 22 23 -18 -23 -26 29 28 -28 -27
right_child=1 -3 4 -5 6 -7 7 -9 9 -11 11 12 14 -15 16 -17 19 -19 -20 20 -22 24 -24 -25 25 26 27 -29 -30 -31
leaf_value=-6.6265617751923851e-05 1.2167093304898802e-07 8.4945598303999179e-05 -0.00022195459870007737 0.00030635698412052908 -6.2577770331699871e-05 -0.00014944165559427347 7.7199044979655218e-05 0.00011166360724018887 -0.00013313200148938148 1.9139401082347538e-05 -6.1383723565086256e-05 -2.7882416294520037e-05 0.00017147947983175982 0.00013923047324799253 0.00011694485508269281 -0.00020693374702508059 -0.00010768371480697256 -7.4522309674088878e-05 -5.9906003370997497e-06 -0.00019832087054965088 4.7187437830871209e-05 8.4937985308858094e-05 0.00015464553037996997 9.4814959655715425e-05 -7.1136654762085538e-05 2.9793901181512732e-05 0.00016437427922418076 7.8978751120744615e-07 1.2171264957446097e-05 -2.8178797889844341e-05
leaf_weight=20 177 22 22 22 20 20 24 20 24 31 25 38 20 26 25 24 21 26 50 20 20 23 22 28 25 85 21 1895 22 303
leaf_count=20 177 22 22 22 20 20 24 20 24 31 25 38 20 26 25 24 21 26 50 20 20 23 22 28 25 85 21 1895 22 303
internal_value=0 4.27377e-07 -1.76521e-07 1.72263e-05 -1.50911e-06 -1.50624e-05 1.99767e-07 6.45313e-07 -1.48241e-07 -4.73063e-05 7.97327e-07 1.22946e-07 6.93721e-07 4.00072e-05 -2.62957e-07 -3.14494e-05 1.22803e-06 1.24217e-05 4.47151e-05 6.38761e-08 -7.55667e-05 1.30119e-06 5.346e-05 8.02981e-06 -2.58746e-07 -1.09223e-06 -3.39389e-07 2.69158e-06 8.6503e-05 -1.54786e-05
internal_weight=0 3101 3079 219 2860 197 2838 2818 2798 55 2743 2719 2694 64 2630 120 2510 96 70 2485 40 2445 71 49 2374 2351 2326 1938 43 388
internal_count=3121 3101 3079 219 2860 197 2838 2818 2798 55 2743 2719 2694 64 2630 120 2510 96 70 2485 40 2445 71 49 2374 2351 2326 1938 43 388
is_linear=0
shrinkage=0.1


Tree=3463
num_leaves=31
num_cat=0
split_feature=12 130 1365 156 475 1425 1426 484 484 484 2 4 49 160 16 51 3 1429 13 157 0 154 1419 376 40 13 16 4 16 16
split_gain=8.45439e-06 1.0334e-05 7.58074e-06 7.01831e-06 1.61545e-05 1.05204e-05 1.26238e-05 8.0991e-06 8.81803e-05 3.96319e-05 3.00061e-05 4.72044e-05 4.67684e-05 1.97772e-05 4.03199e-05 3.82086e-05 2.44302e-05 1.20164e-05 3.01086e-05 2.04229e-05 2.57271e-05 1.5058e-05 1.26943e-05 1.04398e-05 1.16259e-05 1.063e-05 1.22821e-05 2.29024e-05 2.00703e-05 4.22223e-05
threshold=0.23631000000000002 -0.22562499999999999 0.087370000000000017 0.3248100000000001 0.13528000000000004 0.10129000000000002 1.0000000180025095e-35 0.085790000000000019 0.08660000000000001 0.085435000000000025 0.11362000000000001 0.40124500000000002 0.11236 -0.087874999999999995 -0.0048099999999999992 -0.083899999999999988 -0.082284999999999983 -0.067934999999999982 -0.070999999999999994 0.23903500000000003 -0.065229999999999996 0.085530000000000009 0.089680000000000024 0.087010000000000018 -0.049474999999999998 -0.53104499999999988 0.071345000000000006 -0.17966999999999997 0.22339500000000004 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 9 -9 17 12 -12 13 14 -10 -15 -17 18 -3 21 -21 22 23 25 -25 -19 27 -27 29 -28
right_child=-2 2 -4 -5 -6 -7 -8 8 10 -11 11 -13 -14 15 -16 16 -18 19 -20 20 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=6.4481516819796535e-05 -6.0404750721594928e-05 3.3739806727121158e-05 4.7598524531966893e-05 -5.5620444460225337e-05 8.7231324349496784e-05 -7.3067841112788303e-05 6.9077593154641076e-05 -0.00021408729503274941 -5.7045041161318105e-06 0.00014109734343946911 -0.00019098516553640366 1.016384168386659e-05 0.00014240866244654172 -0.00011939419184013139 0.00013718466670252383 8.454217685749217e-05 -5.0073083808196575e-05 6.937012422852041e-05 -0.00011218041397495977 0.00014811826833812077 -1.0357478749938309e-05 -8.6760494814370754e-05 6.8552911936960845e-05 6.6695809927414697e-05 -2.3101373863894319e-05 7.058647126699646e-05 -1.259465979923594e-05 -7.7688136163704985e-07 -3.6492846571121138e-06 -0.00014980396082330227
leaf_weight=25 23 26 33 23 21 20 26 21 94 20 20 28 25 35 25 26 28 21 31 21 20 20 27 46 21 46 70 2010 236 33
leaf_count=25 23 26 33 23 21 20 26 21 94 20 20 28 25 35 25 26 28 21 31 21 20 20 27 46 21 46 70 2010 236 33
internal_value=0 4.48451e-07 -7.24813e-08 -5.89963e-07 -1.7044e-07 -7.83069e-07 -2.97284e-07 -9.08724e-07 -1.64241e-05 8.60782e-07 -1.65214e-06 -7.36482e-05 1.31797e-05 -2.35266e-06 2.43142e-05 -3.80084e-05 1.47417e-05 -2.06467e-07 -4.56203e-05 8.00374e-07 7.0813e-05 -3.34218e-07 3.54437e-07 -3.87149e-07 3.85504e-05 -1.46696e-06 -2.08808e-06 8.1977e-07 -1.97239e-05 -5.65549e-05
internal_weight=0 3098 3073 3040 3017 2996 2976 2950 302 2648 281 48 233 208 119 89 54 2628 57 2571 41 2530 2510 2483 67 2416 2395 2056 339 103
internal_count=3121 3098 3073 3040 3017 2996 2976 2950 302 2648 281 48 233 208 119 89 54 2628 57 2571 41 2530 2510 2483 67 2416 2395 2056 339 103
is_linear=0
shrinkage=0.1


Tree=3464
num_leaves=31
num_cat=0
split_feature=130 42 132 1185 15 1 0 132 0 50 42 474 43 43 471 16 13 156 1425 0 47 47 1 47 13 47 0 48 457 480
split_gain=8.76009e-06 1.24206e-05 9.01521e-06 4.99801e-05 2.27564e-05 9.72277e-06 3.55259e-05 7.74976e-06 1.08487e-05 7.36574e-06 4.22299e-05 2.106e-05 2.07115e-05 4.86359e-05 1.43435e-05 1.89997e-05 5.24839e-05 1.39298e-05 1.29408e-05 9.61491e-06 8.15016e-06 6.46945e-05 7.45203e-05 2.36617e-05 7.09416e-05 4.2066e-05 1.54092e-05 1.39061e-05 2.30745e-05 1.31834e-05
threshold=-0.22461999999999996 0.15021500000000002 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.088135000000000005 -0.082284999999999983 -0.085099999999999981 -0.09515499999999999 -0.099524999999999988 0.097640000000000018 -0.26322499999999993 -0.095049999999999982 -0.077944999999999987 0.094575000000000006 0.55700000000000005 0.095710000000000017 0.12734000000000004 0.084030000000000007 -0.066089999999999996 0.092165000000000011 0.097970000000000015 0.093205000000000024 0.079365000000000005 -1.0000000180025095e-35 0.086785000000000015 -0.26343999999999995 0.12879500000000002 0.41022000000000008 0.11240000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 8 -2 10 12 -11 -5 -14 15 17 -17 18 20 -15 23 22 -22 26 25 -25 -13 28 29 -28
right_child=1 -3 3 9 -6 6 -8 -9 -10 11 -12 14 13 19 -16 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-5.2052489832021823e-05 5.0008649350274939e-05 6.8067082031996468e-05 0.00015515857126696835 -8.8408914631476037e-05 -0.00010936011333251373 -0.00013005512539530174 4.0276291679219872e-05 5.9538871672967542e-05 -2.0652193473221451e-05 -8.1394054632255575e-05 0.00015333012103967901 8.7191775237442938e-05 0.00013911950136389351 -7.1379235606431834e-05 -6.5304057005216069e-05 0.00018162874205570137 -3.0923554927889761e-05 -7.7584889518418458e-05 7.0777362494621996e-05 1.7469017794134006e-05 -6.2379271738514632e-06 5.0155228859079511e-06 -0.00027017021342885529 8.2775335079443934e-05 0.00021306431027326092 -8.196501210829499e-05 -2.3713126218370409e-06 -8.0088047583227638e-05 9.3457220674071542e-05 5.7846439449349422e-05
leaf_weight=32 28 27 21 22 25 25 24 22 97 32 21 20 24 29 33 21 26 23 26 21 23 222 20 31 21 31 2089 22 26 37
leaf_count=32 28 27 21 22 25 25 24 22 97 32 21 20 24 29 33 21 26 23 26 21 23 222 20 31 21 31 2089 22 26 37
internal_value=0 5.39223e-07 -5.62216e-08 1.45715e-06 -1.95109e-05 -8.05057e-06 -4.66275e-05 4.8084e-06 -4.82416e-06 3.12566e-07 2.48774e-05 -7.50729e-07 -3.22163e-06 2.21043e-05 2.15421e-07 1.03504e-06 6.40466e-05 -1.07977e-07 5.85936e-07 -3.4063e-05 -1.31994e-07 -1.67299e-05 -0.000128997 1.79969e-06 5.42105e-05 4.05161e-07 -1.8303e-07 -9.86846e-07 -1.78191e-07 -1.32331e-06
internal_weight=0 3089 3062 2841 221 196 49 147 125 2820 117 2703 96 74 2671 2638 47 2591 2568 50 2542 265 43 2277 83 62 2194 2174 2152 2126
internal_count=3121 3089 3062 2841 221 196 49 147 125 2820 117 2703 96 74 2671 2638 47 2591 2568 50 2542 265 43 2277 83 62 2194 2174 2152 2126
is_linear=0
shrinkage=0.1


Tree=3465
num_leaves=31
num_cat=0
split_feature=456 475 13 130 16 40 160 160 160 1372 51 52 12 1212 483 158 16 13 158 42 131 481 12 1455 0 2 13 457 50 50
split_gain=7.751e-06 3.51647e-05 2.92786e-05 1.823e-05 1.75362e-05 1.74719e-05 9.97542e-06 6.44635e-05 3.00909e-05 7.61982e-05 6.93907e-05 2.24676e-05 3.12378e-05 2.1775e-05 2.71848e-05 4.19379e-05 2.40123e-05 6.8527e-05 4.01567e-05 3.6027e-05 8.31783e-05 4.54545e-05 4.06217e-05 2.23588e-05 2.14446e-05 2.94462e-05 2.38995e-05 1.93381e-05 1.92324e-05 6.44882e-05
threshold=0.089235000000000023 -0.082274999999999987 -0.081659999999999996 -0.23123999999999997 -0.011989999999999999 -0.24134999999999998 -0.090484999999999996 -0.088854999999999976 -0.085764999999999994 -0.065504999999999994 -0.084829999999999989 0.5116750000000001 0.095110000000000014 0.087615000000000012 0.096720000000000014 0.097060000000000021 -0.015314999999999997 -0.083894999999999983 0.10380000000000002 0.090470000000000009 0.089005000000000015 -0.081334999999999977 0.092755000000000018 0.084965000000000027 -0.092759999999999995 0.087505000000000013 -1.0000000180025095e-35 -0.14786499999999997 0.090630000000000016 0.089915000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 -3 -5 13 -8 10 -10 -9 27 -13 14 16 -16 18 -18 19 20 21 -7 -21 24 -23 -26 -27 -11 29 -29
right_child=1 2 -4 5 -6 6 7 8 9 11 -12 12 -14 -15 15 -17 17 -19 -20 22 -22 23 -24 -25 25 26 -28 28 -30 -31
leaf_value=9.1695834172159348e-05 -0.0001254014489219386 -1.0056918381451397e-05 -7.7437743154102164e-05 -9.0560774627928859e-05 9.4633625712958755e-05 0.00015127811901038512 -0.00017191750415473838 0.00021379693616403359 -0.00018674409157855819 9.2814831789481744e-05 -3.5112684145133244e-05 -0.00014152383029375837 2.2456812292234862e-05 -7.42181513347672e-05 2.1263515377909613e-05 0.00020099528563150674 0.00019838630693508699 8.4301678975612297e-06 -0.00011996006729272528 0.00017210843382054009 -0.00020607006983482278 3.2926376516115848e-05 -1.0030047633335926e-05 8.7738809015718301e-05 2.0587244701649376e-05 -0.00018571649062713343 -4.3475948364680846e-05 -9.6228804434547374e-07 2.4874703723910666e-05 -0.00018140804142603885
leaf_weight=22 27 32 30 21 32 20 22 21 22 23 24 26 21 26 37 20 24 91 28 25 20 40 24 20 30 21 27 2037 288 20
leaf_count=22 27 32 30 21 32 20 22 21 22 23 24 26 21 26 37 20 24 91 28 25 20 40 24 20 30 21 27 2037 288 20
internal_value=0 -2.48142e-05 4.0779e-06 1.00084e-06 4.22884e-05 3.30829e-07 9.76322e-07 -1.4941e-06 1.64984e-08 -1.47972e-06 8.10451e-05 2.07987e-07 -6.82559e-05 1.46318e-05 2.00419e-05 8.43273e-05 1.01385e-05 4.80732e-05 -6.96933e-06 6.96785e-06 -1.39342e-05 1.03868e-05 8.28977e-05 -1.00322e-05 -2.66036e-05 -5.71318e-05 -0.000105706 1.56686e-06 6.71886e-07 -2.71674e-06
internal_weight=0 121 94 3000 64 2978 2957 2504 2482 2437 45 2415 47 453 427 57 370 115 255 227 178 158 49 138 118 78 48 2368 2345 2057
internal_count=3121 121 94 3000 64 2978 2957 2504 2482 2437 45 2415 47 453 427 57 370 115 255 227 178 158 49 138 118 78 48 2368 2345 2057
is_linear=0
shrinkage=0.1


Tree=3466
num_leaves=31
num_cat=0
split_feature=130 12 1429 156 11 52 472 471 471 475 1428 1455 1455 157 475 133 43 15 1371 2 1456 1455 1455 42 49 3 43 129 12 12
split_gain=9.46749e-06 1.6338e-05 8.45808e-06 2.33721e-05 1.09932e-05 2.39133e-05 1.50465e-05 9.36709e-06 2.13147e-05 1.39059e-05 1.86553e-05 9.4755e-06 1.57772e-05 9.03477e-06 8.32075e-05 8.77234e-05 6.41686e-05 3.00564e-05 2.05888e-05 3.70388e-05 1.17756e-05 1.45594e-05 1.30263e-05 1.02579e-05 2.90349e-05 2.08147e-05 1.06213e-05 1.08538e-05 1.11149e-05 6.45437e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.23752499999999996 0.32523500000000005 0.095720000000000013 -0.078224999999999975 -0.097514999999999977 0.10338500000000002 0.092350000000000015 0.061570000000000007 -1.0000000180025095e-35 -0.23681499999999997 -0.097209999999999977 -0.086284999999999987 -0.085774999999999976 0.085760000000000017 -0.08231999999999999 -0.087679999999999994 1.0000000180025095e-35 0.093680000000000013 -0.16825499999999996 -0.072959999999999983 -1.0000000180025095e-35 -0.16797499999999996 0.098895000000000025 -0.082039999999999988 -0.50775499999999985 0.10596500000000002 0.098150000000000015 0.10061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 8 9 10 -8 -12 -13 14 -14 16 -16 -18 20 -20 -15 -22 -23 24 25 -24 -25 28 -28 -30
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 11 12 13 18 15 -17 17 -19 19 -21 21 22 23 26 -26 -27 27 -29 29 -31
leaf_value=-6.858143677163752e-05 -6.1954006609580989e-05 8.6312388950980022e-05 8.6848370201551007e-05 0.00010802126605994999 -0.00011998002713274521 1.0393188163374469e-05 9.2069537946703027e-05 -6.5189527032833379e-05 9.4159851270584721e-05 -5.9779035955915997e-05 5.1341308280825613e-05 -8.9514418505132198e-05 -0.0002139788661224884 -6.5902408581071855e-05 -0.00018620545743033292 0.00012955286386922803 0.00010476609808392825 -4.8129820202626032e-05 0.00015610442670826476 -2.9968746857775841e-05 6.3632125238655143e-05 -7.0830103413754839e-05 -0.00016314403437718284 5.4509278271399199e-05 4.9998147543469126e-05 -1.887111531686969e-05 2.4026313451161564e-06 5.2183198561124301e-05 -0.00011626869267109381 2.3286064504601442e-06
leaf_weight=20 22 22 20 20 24 34 22 22 24 39 35 20 20 27 25 39 20 36 23 20 36 26 20 37 23 20 2053 40 55 277
leaf_count=20 22 22 20 20 24 34 22 22 24 39 35 20 20 27 25 39 20 36 23 20 36 26 20 37 23 20 2053 40 55 277
internal_value=0 4.4231e-07 -1.71247e-07 2.73378e-07 -4.36189e-07 -4.35543e-05 4.03305e-07 -1.80981e-07 3.05974e-07 -4.67281e-07 3.37576e-07 -3.70034e-07 -1.01252e-06 -3.7969e-07 -2.51393e-05 6.33395e-06 -5.29937e-05 6.47586e-06 9.24919e-07 6.95588e-05 -2.041e-07 4.8158e-07 -4.09608e-07 3.15514e-07 -3.95293e-05 -9.10076e-05 1.3351e-06 5.23784e-07 -3.42621e-07 -1.73185e-05
internal_weight=0 3101 3079 3057 3037 58 2979 2959 2937 2913 2874 2852 2817 2797 140 120 81 56 2657 43 2614 2587 2551 2525 63 40 2462 2425 2385 332
internal_count=3121 3101 3079 3057 3037 58 2979 2959 2937 2913 2874 2852 2817 2797 140 120 81 56 2657 43 2614 2587 2551 2525 63 40 2462 2425 2385 332
is_linear=0
shrinkage=0.1


Tree=3467
num_leaves=31
num_cat=0
split_feature=12 4 10 16 16 4 33 156 475 1425 52 2 471 42 42 50 42 52 159 4 43 1209 52 1213 1213 1213 401 402 4 403
split_gain=8.02196e-06 1.06133e-05 1.09787e-05 4.1296e-05 5.95736e-05 1.48513e-05 1.35681e-05 7.84637e-06 1.45183e-05 8.72648e-06 1.11112e-05 2.6819e-05 1.17198e-05 9.90432e-06 3.61445e-05 2.54647e-05 2.4761e-05 2.2221e-05 3.0308e-05 2.34154e-05 5.84532e-05 3.38857e-05 2.31194e-05 1.58897e-05 2.3194e-05 1.77086e-05 2.54906e-05 4.33592e-05 4.84738e-05 1.54585e-05
threshold=0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 -0.084119999999999986 0.41555500000000006 -1.0000000180025095e-35 0.3248100000000001 0.13528000000000004 0.10129000000000002 -0.56368999999999991 0.09580000000000001 0.10338500000000002 0.094725000000000018 0.095405000000000004 -0.068989999999999982 0.094165000000000013 0.51358000000000004 -0.25132999999999994 -0.082594999999999988 -0.05647499999999999 -0.074484999999999982 -0.42058999999999996 -0.14366999999999999 -0.063509999999999997 -0.0068949999999999992 -0.06959499999999999 -0.087759999999999991 -0.076779999999999987 -0.5335399999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4 8 9 10 11 -8 13 16 -15 -16 29 18 -17 20 -20 -21 -23 -24 -25 -26 -27 -28 -29 -12
right_child=-2 -3 6 -5 -6 -7 7 -9 -10 -11 12 -13 -14 14 15 17 -18 -19 19 21 -22 22 23 24 25 26 27 28 -30 -31
leaf_value=2.8699272962543984e-05 -5.8839674523409008e-05 6.1724807112893495e-05 7.1552051371394628e-05 5.9627001577279191e-05 -0.00022182405733474299 -8.3313265495235111e-05 -2.0748920830252854e-05 -5.7840309296886485e-05 8.364482071642886e-05 -6.5629761957097804e-05 5.8212668599755792e-05 0.00013604420986666811 -7.4547880683981243e-05 0.00013058421883033587 9.775570386033185e-05 -0.00011117967870086432 -0.00010124289529630914 9.6513759023725046e-05 -2.7423503895449731e-05 -0.00011645676106407057 0.00019813334793070681 -8.24647728661838e-05 -6.8183075105164039e-05 0.00011926871298956464 -8.0428708606632433e-05 0.00011991009324364396 -8.9334195868822892e-05 0.00016736832463224842 6.8619799892006162e-06 -2.3124037165121204e-06
leaf_weight=29 23 28 27 33 20 20 24 23 21 20 43 20 21 25 29 25 25 23 27 26 20 29 23 21 20 22 38 22 130 2264
leaf_count=29 23 28 27 33 20 20 24 23 21 20 43 20 21 25 29 25 25 23 27 26 20 29 23 21 20 22 38 22 130 2264
internal_value=0 4.36831e-07 -1.22147e-07 -3.23802e-05 -7.63836e-05 -1.70201e-05 9.8645e-07 3.38619e-07 7.97192e-07 1.96639e-07 6.54244e-07 5.05207e-05 -1.20244e-07 4.35581e-07 1.35168e-05 7.08453e-06 -2.25695e-06 9.12075e-07 -4.5441e-06 2.50852e-06 6.85581e-05 -6.87013e-06 2.47168e-06 1.13962e-05 1.86306e-05 9.52116e-06 1.8007e-05 6.20769e-06 3.00932e-05 -1.18428e-06
internal_weight=0 3098 3070 102 69 49 2968 2941 2918 2897 2877 44 2833 2812 480 455 2332 426 403 378 47 331 305 276 253 232 212 190 152 2307
internal_count=3121 3098 3070 102 69 49 2968 2941 2918 2897 2877 44 2833 2812 480 455 2332 426 403 378 47 331 305 276 253 232 212 190 152 2307
is_linear=0
shrinkage=0.1


Tree=3468
num_leaves=31
num_cat=0
split_feature=448 0 48 1348 447 1429 1426 1428 473 471 475 156 44 3 4 3 3 4 3 52 132 12 393 15 3 15 0 1455 159 1453
split_gain=7.50365e-06 2.30883e-05 7.64929e-06 9.69642e-06 3.28555e-05 7.4428e-06 2.36185e-05 8.58781e-06 2.25044e-05 1.46873e-05 1.06658e-05 1.51633e-05 7.6335e-06 8.57691e-06 5.43757e-05 0.00016142 4.10849e-05 2.69934e-05 2.67455e-05 2.73682e-05 2.29292e-05 0.000265689 0.000168142 2.93833e-05 2.16848e-05 2.29136e-05 3.32174e-05 2.15795e-05 2.86146e-05 2.89595e-05
threshold=0.068920000000000023 -0.26609999999999995 -0.11278499999999998 0.086620000000000016 0.089595000000000022 -0.23752499999999996 -0.089244999999999977 -0.071779999999999997 -1.0000000180025095e-35 -0.083284999999999984 -0.50059999999999982 -0.13114499999999998 0.087770000000000015 -0.081054999999999974 -0.078629999999999992 -0.080104999999999996 -0.080734999999999987 -0.077834999999999988 -0.03694999999999999 0.08257500000000001 -0.083284999999999984 0.091545000000000015 0.11333500000000001 0.084905000000000022 -0.079594999999999985 -0.091184999999999988 -0.086234999999999992 0.10994000000000001 -0.46048499999999998 -0.064249999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -7 -8 -9 -10 -11 -12 13 20 15 -15 -16 -18 -17 -20 21 23 -22 -13 25 -19 -27 28 -26 -30
right_child=-2 2 3 4 -6 6 7 8 9 10 11 12 -14 14 16 18 17 24 19 -21 22 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=0.00010247333173703572 -6.1055584592395465e-05 4.7550966833527623e-05 -5.8068465262873693e-05 -0.00012922370751766721 3.1582040872358954e-05 0.00010861485223358614 -6.1289493042631477e-05 0.00010576878157735337 -8.3999247068450571e-05 7.2707722183622549e-05 -8.734190341783688e-05 1.0380639131264096e-05 5.0212660814092187e-05 -0.00024355230484739092 0.00012832811890632457 -9.4461589946275061e-05 0.00010167626244947314 1.1466542778317959e-05 -1.797313209863205e-05 9.1450684703886512e-05 5.9466528545022918e-06 0.00037902742427831982 -0.00027937160782693396 -0.00011784057051424195 9.0062609625521077e-05 -0.00018754099609478463 -2.2006906133524523e-05 -9.3470398561142556e-05 0.00011566465897582628 -2.9501893724233565e-06
leaf_weight=22 20 33 22 24 27 20 23 20 21 20 20 70 30 37 25 29 25 33 80 32 1256 20 21 24 36 22 27 24 21 1037
leaf_count=22 20 33 22 24 27 20 23 20 21 20 20 70 30 37 25 29 25 33 80 32 1256 20 21 24 36 22 27 24 21 1037
internal_value=0 3.93781e-07 -3.35595e-07 -8.54392e-07 -4.40913e-05 -1.18139e-07 3.1069e-07 -4.2283e-07 5.49632e-08 -6.71592e-07 -6.58876e-08 -5.73198e-07 3.59194e-08 -4.98065e-07 -5.94206e-06 -5.76531e-05 1.42159e-06 -1.16833e-06 -8.87103e-06 1.32908e-05 5.09073e-06 4.80616e-05 1.25465e-06 -2.23567e-05 -3.31093e-06 -5.29475e-05 -9.63283e-05 3.29674e-07 2.38745e-06 -5.9583e-07
internal_weight=0 3101 3079 3046 51 2995 2973 2953 2930 2910 2889 2869 2849 2819 1428 178 1250 1225 141 112 1391 114 1277 94 1200 82 49 1118 1094 1058
internal_count=3121 3101 3079 3046 51 2995 2973 2953 2930 2910 2889 2869 2849 2819 1428 178 1250 1225 141 112 1391 114 1277 94 1200 82 49 1118 1094 1058
is_linear=0
shrinkage=0.1


Tree=3469
num_leaves=31
num_cat=0
split_feature=130 40 390 42 15 15 132 15 1204 1209 1447 403 400 1447 1455 1446 160 15 131 401 402 15 15 3 13 133 1 403 1213 13
split_gain=7.49993e-06 1.56218e-05 7.49435e-06 2.4983e-05 7.62843e-06 4.80973e-05 4.27256e-05 0.00023802 0.000182346 3.45314e-05 3.44679e-05 7.67442e-05 2.62191e-05 2.7446e-05 3.50406e-05 2.8523e-05 4.0823e-05 2.15222e-05 2.16195e-05 2.12724e-05 7.11646e-05 5.60914e-05 2.01667e-05 1.60748e-05 8.93161e-05 4.12671e-05 3.03668e-05 7.00096e-05 3.61806e-05 5.35885e-05
threshold=-0.23647499999999996 -0.23755499999999996 0.087590000000000015 -0.018024999999999996 0.087575000000000014 0.087260000000000018 -0.083284999999999984 0.092400000000000024 -0.078604999999999994 -0.083969999999999989 -0.085709999999999995 -0.55157999999999985 -0.07520499999999998 -0.082869999999999985 -0.065979999999999983 0.037915000000000011 -0.53908999999999996 0.088990000000000014 0.089325000000000015 0.11444000000000001 0.10874500000000002 0.086715000000000014 0.088060000000000013 -0.073884999999999992 -0.080519999999999994 0.15120000000000003 0.087865000000000013 -0.23730999999999999 -0.083944999999999978 -0.090639999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 19 7 -6 -8 -10 -11 -12 -13 -14 -15 16 -16 22 23 20 21 -3 -18 26 -25 -26 27 -19 -29 -30
right_child=1 2 3 -5 6 -7 8 -9 9 10 11 12 13 14 15 -17 17 18 -20 -21 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-6.1040414439048616e-05 7.6126554848896275e-05 -3.2017389278425653e-06 0.00012119428890097577 -2.2024151182669249e-05 0.00035942745191277939 -0.00015443829889547837 -0.0002958482549877317 -0.00010340915891720215 0.000108711956828997 0.00010190014150696567 -0.00018800098692909595 0.00011118723879284833 0.00010934285838511246 -0.00011547345206963655 -0.00012725484505062923 9.0671873310514331e-05 2.1780157707780745e-05 0.00021732965847366445 8.3357218383566651e-05 8.2697896718384766e-05 -0.00016486493721593569 0.00015051879636303057 -9.2173375884247041e-05 -0.00020683196423554114 -1.6283714276776367e-05 0.00014007957060606539 -2.6524517421040762e-05 0.00013058416746692577 -0.00014823329596159359 3.1026893224474472e-05
leaf_weight=20 27 2169 21 29 20 21 20 25 34 35 21 23 23 26 25 35 25 21 39 29 27 24 41 22 86 21 86 24 21 81
leaf_count=20 27 2169 21 29 20 21 20 25 34 35 21 23 23 26 25 35 25 21 39 29 27 24 41 22 86 21 86 24 21 81
internal_value=0 3.93692e-07 -2.71496e-07 3.81276e-05 -9.06401e-07 -3.80107e-06 7.80833e-06 0.000102296 1.81123e-06 1.04516e-05 5.35102e-06 -9.93305e-08 6.48821e-06 2.30752e-06 -2.14423e-06 3.44697e-06 -2.75805e-06 3.90666e-06 1.2616e-05 -2.3945e-06 -3.50607e-06 -1.51943e-06 -4.90092e-05 4.9947e-06 -2.33258e-05 1.44044e-05 2.06743e-05 4.82872e-05 2.01135e-05 -5.87962e-06
internal_weight=0 3101 3074 50 3024 2270 754 45 709 689 655 620 599 576 553 527 492 467 401 2249 2220 2193 66 362 129 107 233 147 126 102
internal_count=3121 3101 3074 50 3024 2270 754 45 709 689 655 620 599 576 553 527 492 467 401 2249 2220 2193 66 362 129 107 233 147 126 102
is_linear=0
shrinkage=0.1


Tree=3470
num_leaves=31
num_cat=0
split_feature=132 393 1203 12 1 12 142 11 33 133 10 16 12 44 158 147 147 483 15 16 10 2 0 2 52 1371 160 160 1447 1209
split_gain=8.51499e-06 4.979e-05 2.40065e-05 8.29322e-06 1.24818e-05 7.75864e-06 2.21953e-05 2.19111e-05 2.51875e-05 1.8687e-05 1.23136e-05 0.000156716 6.45599e-05 1.0519e-05 2.73909e-05 1.07337e-05 2.03621e-05 1.5164e-05 1.00336e-05 9.5114e-06 9.29944e-06 1.15267e-05 2.941e-05 2.71937e-05 0.000145179 6.06652e-05 3.06246e-05 4.30697e-05 2.88744e-05 2.58607e-05
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 0.23631000000000002 0.16175000000000003 0.12757000000000002 -0.057499999999999989 -1.0000000180025095e-35 -0.012019999999999998 0.017095000000000003 -0.0097449999999999985 -0.056919999999999991 -1.0000000180025095e-35 0.099360000000000018 -0.47356499999999996 0.099730000000000027 0.093875000000000014 -0.47181499999999993 0.17980000000000004 -0.40995499999999996 -0.0026549999999999994 0.08647500000000001 -0.23001499999999997 0.087015000000000023 -0.019749999999999993 0.083235000000000017 -0.55045999999999984 -0.52800499999999995 -0.086849999999999997 -0.092099999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 -2 -8 -9 -7 11 12 19 14 -12 16 17 -16 20 -10 -19 22 -22 24 -23 26 -25 -28 -29 -24
right_child=1 -3 -4 -5 -6 9 7 8 10 -11 13 -13 -14 -15 15 -17 -18 18 -20 -21 21 23 29 25 -26 -27 27 28 -30 -31
leaf_value=-6.6388823639639529e-06 0.00010333842474427087 0.00015486573259598422 -0.00010724902897857613 -5.9481489896152997e-05 7.4177598150487506e-05 -0.00010522734393455958 -9.499134317820791e-05 -0.0001055923217129682 -1.9735609517242254e-05 1.6422530461568385e-05 0.00010334412293629543 0.00022652479269405984 -0.00017996227440259343 -5.9342163387617768e-05 7.4942615982662476e-05 6.0677834924968798e-05 -8.8548411664445527e-05 -6.7294938136391077e-05 6.3938567715619385e-05 7.5548522872850312e-05 0.00012795938328054036 -0.0002831953649763905 0.00010580427770037205 -0.00012884452167782 4.6001245130822564e-05 0.00015775431480585174 0.00012327447500585831 8.4289091490277586e-05 -9.0647004973059316e-06 2.7423822343793635e-06
leaf_weight=195 21 21 27 23 23 23 24 22 22 28 26 30 24 29 27 29 26 21 24 20 20 21 25 20 37 23 26 34 1298 932
leaf_count=195 21 21 27 23 23 23 24 22 22 28 26 30 24 29 27 29 26 21 24 20 20 21 25 20 37 23 26 34 1298 932
internal_value=0 1.44543e-06 -1.88753e-05 3.25962e-07 8.07774e-07 2.11903e-07 9.20714e-07 1.41449e-07 9.75947e-07 -3.84392e-05 1.8398e-06 3.7015e-05 -4.91259e-05 5.49957e-07 1.22082e-06 1.84847e-07 -5.07457e-07 4.05249e-07 -4.0592e-07 2.56378e-05 -1.03444e-06 -4.63226e-07 7.94288e-06 -6.09226e-06 -7.31906e-05 -3.31446e-06 -6.00283e-06 -4.19368e-06 -6.6818e-06 5.4347e-06
internal_weight=0 2899 222 2878 2855 2832 2781 2760 2736 51 2714 96 66 2618 2589 2563 2534 2508 2481 42 2457 2436 977 1459 58 1401 1378 1358 1332 957
internal_count=3121 2899 222 2878 2855 2832 2781 2760 2736 51 2714 96 66 2618 2589 2563 2534 2508 2481 42 2457 2436 977 1459 58 1401 1378 1358 1332 957
is_linear=0
shrinkage=0.1


Tree=3471
num_leaves=31
num_cat=0
split_feature=123 48 1456 1455 16 2 1456 13 403 133 1210 402 1210 1212 1212 42 403 42 0 2 2 1374 2 43 15 399 2 1185 2 16
split_gain=7.20805e-06 1.2833e-05 1.08048e-05 1.943e-05 1.94217e-05 2.63087e-05 1.43939e-05 8.25273e-05 1.18169e-05 3.47313e-05 1.72981e-05 9.11588e-05 1.36619e-05 1.16655e-05 3.30948e-05 3.90361e-05 3.15634e-05 1.48478e-05 3.54341e-05 1.40264e-05 4.46601e-05 4.59166e-05 4.42237e-05 7.84275e-05 6.48523e-05 4.48212e-05 4.19459e-05 3.90694e-05 3.29338e-05 3.24108e-05
threshold=0.13162000000000004 0.14257500000000004 0.092265000000000014 0.10563500000000002 -0.032969999999999992 0.10327000000000001 0.086175000000000015 -0.085744999999999988 -0.54856499999999986 0.40945500000000007 -0.13847499999999999 0.2506000000000001 -0.090569999999999998 -0.088629999999999987 -0.063924999999999996 0.084755000000000011 0.022375000000000003 0.090690000000000007 -0.085134999999999975 0.087625000000000022 0.087415000000000007 0.086000000000000007 0.086590000000000014 -0.084569999999999992 -0.015744999999999999 0.091580000000000009 0.08622500000000001 -1.0000000180025095e-35 0.088930000000000023 -0.092124999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 8 -8 9 -1 11 -10 -12 16 15 -15 -14 18 -18 20 21 22 25 -24 -25 26 27 -16 -21 -29
right_child=-2 -3 3 -5 5 -7 7 -9 10 -11 12 -13 13 14 19 -17 17 -19 -20 28 -22 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=-0.00013418597936833975 -5.9840872854692871e-05 5.4635716652376502e-05 -0.00013759930110869131 5.3067733270360073e-05 -8.0912242161243085e-05 5.5024150666819577e-05 -7.0759480331616947e-05 0.00016010599844094032 0.00021564822659240151 3.7779018683799542e-05 -7.898132938531821e-05 -6.447678370022914e-05 -0.0001210532832091899 -1.6665755330385373e-05 -0.00013590514790848829 0.00016664402103812721 0.00010277510361535656 -5.9252398705211819e-05 -4.0458999678659708e-05 -5.1438097018320086e-05 0.00011940249351027887 -0.00013513803566203697 -4.5382270125552779e-05 2.7770915266955853e-05 0.00024831389567983326 0.00012663775669352617 -0.0001046924626615165 3.847701678306395e-05 -1.4490564172748554e-06 -4.9757808509644322e-06
leaf_weight=24 20 43 21 21 35 24 30 32 21 23 22 26 29 21 20 26 31 32 39 147 35 23 33 24 30 28 38 225 1274 724
leaf_count=24 20 43 21 21 35 24 30 32 21 23 22 26 29 21 20 26 31 32 39 147 35 23 33 24 30 28 38 225 1274 724
internal_value=0 3.85941e-07 -3.76891e-07 -3.25397e-05 -5.50117e-05 -2.56161e-05 7.21671e-07 4.83969e-05 -2.99353e-07 -5.00329e-05 5.2139e-07 6.06855e-05 -4.88146e-07 1.33246e-07 1.57431e-06 8.47397e-05 -2.89961e-05 -2.82303e-06 2.29732e-05 7.15195e-08 8.1301e-06 4.72876e-06 7.59591e-06 7.60725e-05 0.000150295 1.83991e-06 -1.63014e-06 2.41152e-06 -6.62034e-06 5.32652e-06
internal_weight=0 3101 3058 101 80 59 2957 62 2895 47 2848 47 2801 2779 2648 47 131 102 70 2601 1180 1145 1122 87 54 1035 1007 969 1421 949
internal_count=3121 3101 3058 101 80 59 2957 62 2895 47 2848 47 2801 2779 2648 47 131 102 70 2601 1180 1145 1122 87 54 1035 1007 969 1421 949
is_linear=0
shrinkage=0.1


Tree=3472
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1425 52 2 3 1453 1455 1455 1447 52 2 1447 1453 158 1455 15 158 4 2 0 1447 480 4 2 1 121
split_gain=7.03655e-06 4.61716e-05 1.91482e-05 7.49743e-06 2.02082e-05 9.1863e-06 7.24543e-06 1.50453e-05 2.62359e-05 7.30439e-06 9.87077e-06 2.00823e-05 1.04889e-05 0.000102866 4.87585e-05 4.09468e-05 9.4486e-06 1.39656e-05 2.12715e-05 5.93467e-05 1.88437e-05 1.699e-05 5.51696e-05 2.80623e-05 1.92207e-05 2.11501e-05 1.70468e-05 4.63679e-05 1.53254e-05 2.30577e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.55692499999999978 0.091185000000000002 -0.24163499999999996 -0.085794999999999982 -0.24112999999999998 -0.097209999999999977 -0.086279999999999982 -0.0087299999999999982 0.087470000000000006 -0.085644999999999985 -0.079499999999999987 0.11245500000000001 -0.037084999999999993 -0.067579999999999987 0.12023500000000002 -0.46376499999999993 0.095195000000000016 0.12358500000000001 -0.082824999999999982 0.11471500000000003 -0.17966999999999997 0.11585500000000001 0.16540500000000002 -0.094339999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 -5 -9 -8 -11 -12 13 -13 -15 -14 -17 18 19 -18 -19 22 -20 -24 -23 26 27 -26 29 -28
right_child=1 3 -4 4 -6 -7 9 8 -10 10 11 12 15 14 -16 16 17 20 21 -21 -22 24 23 -25 25 -27 28 -29 -30 -31
leaf_value=-6.2302559280606845e-06 0.00014905433941055977 -6.0777684520871847e-05 -9.6085073730339202e-05 -3.6678272259781482e-05 0.00010082973793032579 -6.1648610850776703e-05 -4.3872176214982143e-05 -1.1814849373574059e-05 0.00013456123834475875 5.6381429538070674e-05 -9.7778434671151149e-05 -0.00020847359363263728 0.00014403510562146948 0.00013920478877480492 -4.7894314702716658e-05 5.2754494113571582e-05 -2.5081674050005826e-05 -0.00012486532075854485 4.2528205277018348e-05 0.00019883288172422911 -1.4256437530840136e-05 -8.7688434966063755e-05 -0.00020947701625118498 -4.7513667073951148e-05 0.00013469142766993944 9.9847454442748482e-05 -0.00010284220139014492 -3.5626740246962368e-05 8.485300772701435e-05 5.6221467929123156e-08
leaf_weight=195 21 20 27 22 20 24 38 24 25 31 21 24 20 26 30 34 29 20 38 20 67 24 20 23 33 22 22 31 21 2149
leaf_count=195 21 20 27 22 20 24 38 24 25 31 21 24 20 26 30 34 29 20 38 20 67 24 20 23 33 22 22 31 21 2149
internal_value=0 1.31398e-06 -1.71585e-05 2.35955e-07 6.62922e-07 -4.2975e-08 4.82446e-07 3.20219e-05 6.28668e-05 -3.33922e-07 2.77706e-07 -3.72711e-07 3.9831e-07 -3.52609e-05 3.89731e-05 1.50703e-06 3.90476e-07 -3.16303e-07 1.09199e-06 6.6312e-05 -3.96838e-05 -2.49085e-07 -4.52628e-05 -0.000122845 1.3348e-06 2.27271e-06 1.32118e-06 5.21936e-05 -1.6414e-07 -9.86508e-07
internal_weight=0 2899 222 2878 2858 2838 2814 71 49 2743 2705 2674 2653 80 56 2573 2553 2519 2432 49 87 2383 81 43 2302 2278 2256 64 2192 2171
internal_count=3121 2899 222 2878 2858 2838 2814 71 49 2743 2705 2674 2653 80 56 2573 2553 2519 2432 49 87 2383 81 43 2302 2278 2256 64 2192 2171
is_linear=0
shrinkage=0.1


Tree=3473
num_leaves=31
num_cat=0
split_feature=156 475 153 474 156 157 475 4 151 160 3 157 2 1446 479 481 481 481 403 1455 1452 50 132 130 50 3 51 3 1213 16
split_gain=9.02989e-06 1.3838e-05 6.97999e-06 8.57249e-06 6.7468e-06 8.40047e-06 6.67563e-05 6.85964e-05 0.000106524 8.61202e-05 3.14491e-05 1.97651e-05 3.97023e-05 1.04169e-05 1.69136e-05 2.51717e-05 1.72945e-05 2.55077e-05 3.19389e-05 1.1808e-05 2.37544e-05 1.2518e-05 0.000138181 0.000189865 3.84337e-05 3.58959e-05 5.14525e-05 4.7598e-05 2.42319e-05 2.82343e-05
threshold=0.3248100000000001 0.13528000000000004 0.086100000000000024 -0.33653499999999997 -0.094124999999999986 -0.086284999999999987 -0.085774999999999976 -0.0086549999999999978 -0.08422499999999998 -0.090764999999999985 -0.082594999999999988 -0.083699999999999983 0.088300000000000003 -0.088809999999999986 0.10713500000000002 -0.15265499999999996 -0.095944999999999989 -0.087424999999999989 -0.55327499999999985 0.10861000000000001 0.11769000000000002 0.090630000000000016 -0.083284999999999984 1.0000000180025095e-35 0.089915000000000009 -0.082484999999999989 -0.020454999999999997 -0.087429999999999994 0.0036000000000000003 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 -8 -9 -10 12 -7 -13 15 -15 -17 -18 -19 21 -21 24 -23 25 -20 26 -24 -28 29 -27
right_child=-2 -3 -4 4 5 11 7 9 10 -11 -12 13 -14 14 -16 16 17 18 19 20 -22 22 23 -25 -26 28 27 -29 -30 -31
leaf_value=6.1135793452115686e-05 -6.2426801552014109e-05 8.1363872821038101e-05 -5.6213869059072094e-05 4.2294785797256174e-05 -0.00019387280928640394 0.00016141103749925441 0.00024153441165411928 5.3273577521814825e-05 -8.3992834843229505e-05 -0.00019007834848845521 5.4639392247837458e-05 -7.0570234777278534e-05 -3.3262198412558065e-05 -9.5034155778453828e-05 7.3576445919893419e-05 9.2916485300520435e-05 -0.0001030511524125662 0.00010141601610925018 -1.3008247036735028e-06 -0.00012498659067949287 2.5594504550099376e-05 0.00025468083915019754 -5.8562060855495345e-05 -0.00029743823613898718 -0.00013722367554713682 -1.9425578786285769e-05 5.2913062724033615e-05 0.00023279713809642999 -0.00010533310378377792 5.7245959282553469e-05
leaf_weight=23 23 21 22 37 20 22 23 26 30 33 36 21 20 28 31 20 24 31 2218 22 20 23 21 20 21 125 38 24 20 78
leaf_count=23 23 21 22 37 20 22 23 26 30 33 36 21 20 28 31 20 24 31 2218 22 20 23 21 20 21 125 38 24 20 78
internal_value=0 4.63461e-07 -8.86707e-08 3.15504e-07 -1.45863e-07 -6.70172e-07 -2.23953e-05 7.77379e-07 5.62081e-05 -8.28385e-05 -8.37526e-06 6.20884e-07 6.87095e-05 -4.05946e-07 1.2714e-07 -7.05984e-07 2.70426e-07 -4.19675e-07 5.05975e-07 -6.83459e-07 -5.32813e-05 1.70138e-07 1.77858e-05 1.07235e-06 -2.57567e-06 2.05828e-05 7.67232e-05 0.000122546 -3.12442e-07 1.00344e-05
internal_weight=0 3098 3077 3055 3032 2995 168 148 89 59 66 2827 42 2785 2764 2733 2705 2685 2661 2630 42 2588 349 326 2239 306 83 62 223 203
internal_count=3121 3098 3077 3055 3032 2995 168 148 89 59 66 2827 42 2785 2764 2733 2705 2685 2661 2630 42 2588 349 326 2239 306 83 62 223 203
is_linear=0
shrinkage=0.1


Tree=3474
num_leaves=31
num_cat=0
split_feature=132 1185 1203 51 156 472 43 1429 474 50 472 156 4 153 1429 1429 367 12 12 45 11 33 2 158 484 52 0 4 48 148
split_gain=7.52116e-06 3.80934e-05 1.68992e-05 9.68067e-06 7.41794e-06 1.21117e-05 3.15598e-05 7.11472e-06 8.89339e-06 1.56376e-05 1.49281e-05 2.80287e-05 3.13551e-05 2.42412e-05 8.3955e-06 1.18878e-05 1.14654e-05 2.1376e-05 1.57413e-05 9.39482e-06 2.48597e-05 2.11576e-05 1.54489e-05 3.1315e-05 6.86437e-05 2.55338e-05 6.47662e-05 2.78608e-05 2.1376e-05 2.0595e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.035765000000000012 0.3248100000000001 -0.084114999999999981 -0.080084999999999976 0.11635000000000001 0.11147000000000001 0.14582500000000004 -0.080624999999999988 -0.065739999999999979 -0.0063549999999999987 0.084695000000000006 0.092020000000000005 0.087700000000000014 -0.0098099999999999975 0.23631000000000002 0.14786000000000002 0.094030000000000016 -1.0000000180025095e-35 -0.009184999999999997 0.11411 0.107145 0.090150000000000022 0.10263500000000002 -0.060129999999999996 -0.049534999999999989 0.12474000000000002 -0.098399999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -3 8 9 10 -7 12 -12 14 15 16 -13 18 19 20 -18 -22 28 24 25 27 -27 -24 29 -23
right_child=1 4 -4 -5 -6 7 -8 -9 -10 -11 11 13 -14 -15 -16 -17 17 -19 -20 -21 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=2.027560137018251e-06 0.00013555355336783187 -2.260019286768511e-05 -9.1886222893393745e-05 -5.9726768583156331e-05 -5.6184112287630104e-05 -8.1279183479471788e-05 0.00014593421539757401 -4.2965731776540025e-05 5.4751332063460724e-05 -7.5720285962301283e-05 -1.9096201206345789e-06 5.7886320500983854e-05 0.00016892166112527428 -0.0001095462842613415 6.2481155923292548e-05 -7.6354128541424881e-05 0.00010672149467361371 -0.0001002149552472734 7.8502857902024582e-05 -6.1975066538858911e-05 -9.1579756466671826e-05 -9.3219150800326724e-05 8.7114637972263159e-05 9.8886106051005707e-05 -0.00020184696123968544 2.3544480511470915e-05 -0.00021257230719562531 -1.4474737964371635e-05 0.00010442117040622094 4.0494803726949544e-06
leaf_weight=165 21 25 27 30 23 22 20 38 30 27 22 35 21 20 22 20 22 21 26 24 25 22 31 21 21 26 21 209 21 2063
leaf_count=165 21 25 27 30 23 22 20 38 30 27 22 35 21 20 22 20 22 21 26 24 25 22 31 21 21 26 21 209 21 2063
internal_value=0 1.35847e-06 -1.77396e-05 -7.47311e-06 3.79281e-07 8.34958e-07 5.2304e-05 1.07212e-08 5.99864e-07 7.39766e-09 7.60491e-07 1.4307e-06 8.15196e-05 1.31144e-07 9.65193e-07 4.4627e-07 1.03978e-06 2.60451e-07 1.09378e-06 2.90651e-07 8.92737e-07 -5.36988e-08 8.85994e-07 -1.92666e-05 -2.73225e-05 -1.45524e-05 -8.19545e-05 -1.35278e-06 4.03424e-06 3.02314e-06
internal_weight=0 2899 222 195 2878 2855 45 2810 2772 2742 2715 2693 43 2650 2630 2608 2588 2553 2532 2506 2482 2460 2435 329 308 287 47 240 2106 2085
internal_count=3121 2899 222 195 2878 2855 45 2810 2772 2742 2715 2693 43 2650 2630 2608 2588 2553 2532 2506 2482 2460 2435 329 308 287 47 240 2106 2085
is_linear=0
shrinkage=0.1


Tree=3475
num_leaves=31
num_cat=0
split_feature=40 130 39 41 33 9 16 41 12 3 1204 132 15 132 11 51 475 2 472 390 3 1 2 52 52 151 52 2 16 0
split_gain=7.50034e-06 2.84055e-05 1.79592e-05 9.47187e-06 7.78492e-06 1.19602e-05 4.85846e-05 1.85333e-05 3.65503e-05 1.04941e-05 8.4622e-06 8.35745e-06 2.61924e-05 2.21718e-05 7.94208e-06 3.8889e-05 1.70373e-05 4.94723e-05 1.65271e-05 8.18449e-06 8.12899e-06 2.93089e-05 5.31702e-05 2.46283e-05 2.14235e-05 3.02194e-05 3.02309e-05 4.22106e-05 4.15781e-05 1.94211e-05
threshold=-0.24620999999999996 -0.22699999999999995 0.15438500000000002 0.11457000000000002 -0.044254999999999996 0.088235000000000022 -0.059624999999999991 0.086565000000000017 0.087075000000000014 -0.52915999999999996 0.053645000000000005 -0.083174999999999985 0.091475000000000015 -0.037359999999999997 0.094350000000000003 -0.057604999999999996 -0.24039999999999997 0.10613000000000002 -0.11008499999999999 0.087590000000000015 -0.095524999999999985 0.10293500000000001 0.10912000000000001 0.098380000000000009 0.089325000000000015 -0.091649999999999995 -0.089199999999999988 0.09142500000000002 -0.082779999999999979 -0.081459999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 9 -9 -6 11 12 -11 -13 16 -16 17 -15 -18 20 21 22 23 24 25 -20 29 28 -28 -27
right_child=1 2 -4 -5 5 6 -8 8 -10 10 -12 13 -14 14 15 -17 18 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=6.1042089364491409e-05 -0.00011361899563450027 6.0982437294331334e-05 9.2576346512595638e-05 -5.9184729333436629e-05 -7.2517299122409903e-05 2.0719995009130799e-05 -0.00016711416607168283 0.00012831567544253631 -3.1308130998625602e-05 -6.4508479714662694e-06 5.589058106394347e-05 8.7987908547551466e-05 -0.00012100483282942467 3.9317069284152244e-05 0.00013685776388940764 -3.3615407340903401e-05 8.8744508303491233e-05 -0.00016168634191065698 -9.7111974481895635e-05 4.5719246995041004e-05 -3.2341147463170029e-06 -6.4936464137068341e-05 0.00017480969601654746 8.5815457919708057e-05 -9.1767622696984881e-05 3.8654925755019158e-05 -9.8235531331738451e-05 0.00018921764880360572 6.725998796283089e-05 -7.2922058834825674e-05
leaf_weight=20 22 21 21 27 20 40 21 32 26 151 27 29 23 25 23 32 21 24 23 38 2162 41 22 39 23 26 20 20 63 39
leaf_count=20 22 21 21 27 20 40 21 32 26 151 27 29 23 25 23 32 21 24 23 38 2162 41 22 39 23 26 20 20 63 39
internal_value=0 -3.93692e-07 4.15323e-07 -2.17568e-07 3.07708e-07 -1.15604e-07 -4.39442e-05 7.9099e-07 5.67602e-05 -3.31878e-07 1.70981e-07 -3.58003e-07 -2.1593e-05 1.02585e-06 7.09503e-08 3.76734e-05 -7.28792e-07 -5.91336e-05 3.99247e-07 -3.38134e-07 -1.04442e-06 1.3937e-05 2.56963e-05 1.27299e-05 -5.89446e-07 1.03901e-05 2.51077e-05 5.8806e-05 2.73815e-05 -2.82913e-05
internal_weight=0 3101 3079 3058 3031 3010 61 2949 58 2891 2871 2844 174 2670 2641 55 2586 49 2537 2516 2478 316 275 253 214 191 168 103 83 65
internal_count=3121 3101 3079 3058 3031 3010 61 2949 58 2891 2871 2844 174 2670 2641 55 2586 49 2537 2516 2478 316 275 253 214 191 168 103 83 65
is_linear=0
shrinkage=0.1


Tree=3476
num_leaves=31
num_cat=0
split_feature=130 1 1429 156 156 1417 155 155 156 2 1456 160 157 50 153 12 160 1429 132 1203 1185 50 0 0 16 16 1429 16 4 12
split_gain=8.39225e-06 1.41914e-05 7.49441e-06 2.01543e-05 1.65006e-05 1.14755e-05 9.19468e-06 1.69727e-05 1.07404e-05 2.64128e-05 2.51959e-05 1.55674e-05 2.16796e-05 9.72396e-06 5.03328e-05 2.96873e-05 3.5713e-05 2.31649e-05 1.07935e-05 0.000201716 0.000110075 5.08548e-05 1.33393e-05 1.25934e-05 1.07165e-05 1.02783e-05 2.31916e-05 2.90553e-05 5.93482e-05 4.20552e-05
threshold=-0.23123999999999997 0.16540500000000002 0.12521000000000002 0.3248100000000001 0.14171000000000003 -0.080324999999999994 0.11245500000000001 0.10683000000000002 0.09747500000000002 0.08708500000000001 0.12676500000000004 -0.077459999999999987 -0.0041249999999999993 -0.099524999999999988 0.08351500000000002 0.090695000000000012 -0.016279999999999996 0.093705000000000024 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.073309999999999986 -0.082284999999999983 -0.082404999999999992 0.054560000000000004 -0.026244999999999997 0.26676500000000009 -0.14098499999999997 0.099815000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 10 -10 13 -11 -13 14 15 -7 -17 18 19 21 -20 22 23 24 -15 -22 -27 29 -29 -28
right_child=1 -3 -4 -5 -6 6 -8 -9 9 11 -12 12 -14 17 -16 16 -18 -19 20 -21 25 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=6.018234704717305e-05 -7.5717518884630406e-05 -7.2628942440065587e-05 6.1202592842164453e-05 -9.7840265031360721e-05 7.9786080067816131e-05 7.5126869224702888e-05 4.7313637084543431e-05 -8.9951271435157181e-05 0.00011468516375836252 -4.8582596944990133e-05 -0.00010090305237099528 9.7787532402955046e-05 -3.0331871530506758e-05 -7.1136085839392514e-06 0.00017254550357392873 3.5915085108071155e-05 -0.00012390318412959961 -0.00010585942765742186 -0.00022493338593366471 0.00030769265057932157 2.4191318846734389e-06 -0.00016333234583726155 7.8071344482437291e-05 -6.43681287203498e-05 6.7268555663758896e-05 -0.00010700949002197236 -1.2033570897427673e-05 0.00016597453348087866 -9.9689810094662813e-06 -0.00014118777451522905
leaf_weight=23 20 27 20 21 26 31 41 21 28 35 25 28 25 86 20 27 29 21 22 22 2080 20 22 29 25 26 193 26 73 29
leaf_count=23 20 27 20 21 26 31 41 21 28 35 25 28 25 86 20 27 29 21 22 22 2080 20 22 29 25 26 193 26 73 29
internal_value=0 -4.46806e-07 1.87814e-07 -2.12152e-07 4.64479e-07 -2.2206e-07 2.83942e-07 -3.71246e-07 2.72553e-07 3.00909e-05 -9.60138e-07 3.17458e-06 3.73539e-05 -6.16938e-08 2.94987e-05 -3.38566e-06 -4.68479e-05 -1.24455e-06 -4.16465e-07 2.16835e-05 -2.25737e-06 -1.28891e-05 5.68418e-06 -5.69094e-06 9.63913e-06 -2.38885e-07 -1.61717e-05 -8.81409e-06 3.62384e-05 -2.89051e-05
internal_weight=0 3098 3071 3051 3030 3004 2984 2943 2922 116 2806 88 53 2781 107 87 56 2674 2653 204 2449 182 162 140 111 2427 347 321 99 222
internal_count=3121 3098 3071 3051 3030 3004 2984 2943 2922 116 2806 88 53 2781 107 87 56 2674 2653 204 2449 182 162 140 111 2427 347 321 99 222
is_linear=0
shrinkage=0.1


Tree=3477
num_leaves=31
num_cat=0
split_feature=130 40 40 40 40 43 14 142 11 11 11 34 34 9 2 4 44 158 52 13 13 43 403 4 2 131 131 481 1447 13
split_gain=6.79772e-06 1.33546e-05 6.88215e-06 1.96416e-05 1.09493e-05 1.93331e-05 8.6604e-06 3.79752e-05 2.89915e-05 3.40924e-05 2.76425e-05 8.82989e-06 2.38955e-05 2.60278e-05 2.88907e-05 1.99326e-05 9.30511e-06 2.07051e-05 9.13403e-06 3.21854e-05 7.64045e-05 4.95264e-05 5.47581e-05 4.101e-05 7.46147e-05 3.70008e-05 4.66634e-05 3.64472e-05 3.22024e-05 2.51678e-05
threshold=-0.23123999999999997 -0.24290999999999999 -0.085734999999999992 -0.08440499999999998 -0.09083999999999999 -0.12152999999999999 0.078235000000000013 -0.057499999999999989 0.074925000000000005 0.082245000000000013 -0.014494999999999999 -0.084564999999999987 -0.057544999999999992 0.091905000000000014 -1.0000000180025095e-35 0.053180000000000012 0.099360000000000018 -0.47356499999999996 0.091275000000000009 -0.077944999999999987 -0.076384999999999995 0.055925000000000009 -0.085729999999999987 -0.081374999999999989 0.089775000000000008 0.090855000000000005 0.088160000000000002 -0.081539999999999987 -0.08039499999999998 -0.083499999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 -5 -8 -10 -9 -12 -13 14 15 -14 17 -16 -19 21 -21 22 -20 24 -22 26 27 -24 -29 -30
right_child=1 2 3 6 -6 -7 8 10 9 -11 11 12 13 -15 16 -17 -18 18 19 20 23 -23 25 -25 -26 -27 -28 28 29 -31
leaf_value=5.4164110105889648e-05 -8.1852690755113144e-05 7.4321006579101896e-05 -9.6983095673273235e-05 0.00013188491028482861 9.1408234463112123e-05 -4.8448085808245357e-05 -0.00010138190613361077 -0.00011166257784432013 8.5679659835780813e-05 -7.8212662050315316e-05 -4.9795008089859044e-05 8.2422153860130099e-05 1.6786802111060492e-05 -8.5265990616920014e-05 8.9669146892937048e-05 0.0001562786842987407 -5.6085991823708581e-05 3.1472265399968976e-06 -0.00016003929536964278 -0.00022155712213134393 2.1563396330748219e-05 0.00012735070901244934 0.00011949261701309817 -1.5347064999779402e-07 -0.00018970791172510612 0.00012998186333182578 -0.00014629371416958749 -9.5500086817698894e-05 -8.6334989169873087e-06 9.8069081626211608e-05
leaf_weight=23 20 23 21 22 21 29 35 22 30 22 34 36 21 35 26 20 29 2058 20 20 32 34 28 236 35 24 20 31 84 30
leaf_count=23 20 23 21 22 21 29 35 22 30 22 34 36 21 35 26 20 29 2058 20 20 32 34 28 236 35 24 20 31 84 30
internal_value=0 -4.02125e-07 1.27119e-07 -6.0988e-07 3.04652e-05 5.85363e-06 6.83493e-08 1.00194e-06 -3.1019e-05 1.63406e-05 3.97114e-10 8.61451e-07 1.47242e-06 4.25279e-07 1.51669e-06 8.48316e-05 2.54808e-07 8.64921e-07 -5.70881e-09 -1.09295e-05 -3.22511e-05 1.44833e-05 -1.70863e-06 -1.97557e-05 -8.88022e-05 1.28841e-05 -1.67733e-06 1.50413e-05 -5.12858e-06 1.94461e-05
internal_weight=0 3098 3078 3005 73 52 2984 2897 87 52 2875 2853 2819 2783 2748 41 2707 2678 2652 594 323 271 237 303 67 217 193 173 145 114
internal_count=3121 3098 3078 3005 73 52 2984 2897 87 52 2875 2853 2819 2783 2748 41 2707 2678 2652 594 323 271 237 303 67 217 193 173 145 114
is_linear=0
shrinkage=0.1


Tree=3478
num_leaves=31
num_cat=0
split_feature=421 9 2 10 133 2 2 34 9 16 45 1 1 13 13 1186 4 0 150 49 4 4 0 3 48 1 3 49 2 0
split_gain=7.3568e-06 2.11791e-05 2.55831e-05 2.50899e-05 4.75303e-05 2.57041e-05 8.08275e-06 8.26462e-06 9.55166e-06 1.43889e-05 8.33009e-06 9.51186e-06 1.42102e-05 2.21438e-05 1.16331e-05 2.54155e-05 2.24374e-05 3.31556e-05 2.19492e-05 4.31275e-05 3.37293e-05 4.28032e-05 9.27668e-05 0.000104454 8.54667e-05 3.24217e-05 3.14763e-05 5.42541e-05 2.94852e-05 2.44757e-05
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 0.053330000000000009 0.086365000000000011 -0.090999999999999984 -0.033169999999999991 -0.085114999999999982 -0.036024999999999995 -0.14771999999999999 0.094030000000000016 0.15022500000000003 0.13559000000000002 -0.041739999999999992 -0.0013449999999999996 -0.085584999999999981 -0.42529999999999996 -0.010949999999999998 0.10980500000000001 -0.046979999999999987 -0.018869999999999994 0.181285 -0.097024999999999986 0.084940000000000015 0.087555000000000008 0.111945 -0.094874999999999987 0.09567500000000001 0.089320000000000024 -0.081459999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7 -8 9 -9 11 12 14 -14 16 -16 -10 -18 20 -20 29 22 23 -22 -25 -23 -24 28 -28 -17
right_child=1 2 -4 4 -6 6 7 8 10 -11 -12 -13 13 -15 15 18 17 -19 19 -21 21 25 26 24 -26 -27 27 -29 -30 -31
leaf_value=-6.0455170460045333e-05 9.4148644962717369e-05 1.054401323926868e-06 0.00015279352737707086 -0.00018894272681791336 2.4059266830921515e-05 -6.2274668432239972e-05 6.249566067708657e-05 1.9107374100713059e-05 -8.1089017800827106e-05 -9.2801780441799641e-05 -4.8225662862283312e-05 4.927965134356782e-05 -6.0204672627151019e-06 -0.00012458056654672281 0.00010866149062237058 -4.3979068309223085e-05 -3.0413568803770771e-06 0.0001047082128181877 -0.00014418152459256818 4.8495445281289342e-05 0.00026263387885708841 -0.00010730028331939443 8.487013443587593e-05 -7.0469541060447224e-05 0.00020019108973428959 2.8151334862381786e-05 -2.966804439189042e-05 -0.00011941126620311276 0.00011327172062549464 9.1500480105087245e-06
leaf_weight=20 29 25 20 20 22 21 21 20 36 27 35 40 50 23 26 118 1873 29 26 21 39 30 38 28 20 43 31 36 27 327
leaf_count=20 29 25 20 20 22 21 21 20 36 27 35 40 50 23 26 118 1873 29 26 21 39 30 38 28 20 43 31 36 27 327
internal_value=0 3.89911e-07 6.8494e-05 -6.12931e-07 -7.73703e-05 4.56681e-07 -4.5356e-07 -1.55559e-08 -4.61609e-07 -4.51809e-05 2.64152e-07 8.57351e-07 1.70754e-07 -4.3375e-05 1.32754e-06 1.13916e-05 -2.87881e-06 -1.39849e-06 8.16582e-06 -5.80918e-05 1.23912e-05 3.88006e-05 6.09054e-05 0.000141074 4.23057e-05 -2.75137e-05 8.06732e-06 -2.29806e-05 3.68729e-05 -4.93812e-06
internal_weight=0 3101 45 3056 42 3014 2985 2964 2943 47 2896 2861 2821 73 2748 810 1938 1902 784 47 737 292 219 87 48 73 132 94 58 445
internal_count=3121 3101 45 3056 42 3014 2985 2964 2943 47 2896 2861 2821 73 2748 810 1938 1902 784 47 737 292 219 87 48 73 132 94 58 445
is_linear=0
shrinkage=0.1


Tree=3479
num_leaves=31
num_cat=0
split_feature=1366 16 454 148 447 40 130 120 10 0 15 13 33 45 447 1348 1375 1 456 1371 1375 474 150 1375 49 42 474 42 160 49
split_gain=7.04187e-06 1.73883e-05 1.27404e-05 8.12323e-06 2.29032e-05 8.61695e-06 1.94344e-05 8.5173e-06 9.46874e-06 3.93616e-05 3.72237e-05 2.79047e-05 1.3262e-05 9.86225e-06 9.06338e-06 1.14381e-05 8.02647e-06 2.32976e-05 1.21633e-05 1.66163e-05 1.4622e-05 1.44087e-05 0.000177653 7.79668e-05 4.60285e-05 2.08058e-05 8.63666e-05 4.26656e-05 4.54433e-05 3.53066e-05
threshold=-0.082084999999999991 -0.0064149999999999997 -0.080564999999999984 -0.10069499999999999 0.094580000000000011 -0.24452499999999996 -0.22461999999999996 0.073910000000000017 -0.011559999999999999 -0.10224499999999999 -0.10091499999999999 -0.07692499999999998 -1.0000000180025095e-35 0.094030000000000016 0.089635000000000006 0.086620000000000016 0.089070000000000024 0.088875000000000023 -0.11319999999999998 0.086910000000000015 0.08456000000000001 0.083760000000000015 0.10874500000000002 -0.15308499999999997 0.10815000000000001 0.08426500000000002 0.088335000000000011 0.088295000000000012 -0.063384999999999983 0.086815000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 -7 8 9 -8 -11 -12 -10 14 15 16 18 -18 -14 20 21 23 24 -20 25 -23 -27 29 -29 -28
right_child=2 -3 3 4 -6 6 7 -9 12 10 11 -13 13 -15 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-1.6326900251442568e-05 -8.0128266599786005e-05 0.00010877080938371365 5.087563867486859e-05 6.4112468819422206e-05 -8.9017624036543948e-05 -9.3810597834156147e-05 -0.00013904571009334179 5.1838258764291828e-05 7.0812376496313075e-05 9.5165789903619267e-05 1.7696354565298957e-05 -0.00013165658339692695 -7.2384804132690818e-05 -5.8660359698998428e-05 5.8642187785288247e-05 -7.4928483300027438e-05 3.7048425947432411e-05 -0.00011052589212815056 0.00015614401457820679 8.5108633614557535e-05 8.4631062816784147e-05 1.3212681915942933e-05 -0.00030768981113396879 1.3223196791709257e-06 0.00013321222256005666 -0.0002268375329246434 0.00015940604829335246 -0.0001763528276656178 1.9786171523500579e-05 -2.4174365680664778e-05
leaf_weight=25 20 20 31 21 29 22 25 32 27 29 29 22 22 28 27 20 20 23 33 24 21 146 20 2270 24 21 22 21 27 20
leaf_count=25 20 20 31 21 29 22 25 32 27 29 29 22 22 28 27 20 20 23 33 24 21 146 20 2270 24 21 22 21 27 20
internal_value=0 3.92721e-05 -5.74526e-07 -5.38864e-08 -5.75809e-07 2.8027e-07 -1.7031e-07 5.27315e-07 -3.48043e-08 -2.95199e-05 4.70697e-06 -4.67304e-05 1.0646e-06 3.89383e-07 9.88221e-07 4.18851e-07 9.741e-07 -4.18867e-05 1.66411e-06 2.27909e-06 1.52179e-06 8.51552e-07 -1.97242e-05 3.54078e-06 7.716e-07 -1.15964e-05 -4.42282e-05 -1.6193e-06 -6.60246e-05 7.19868e-05
internal_weight=0 45 3076 3056 3025 2996 2975 2953 2921 105 80 51 2816 2789 2761 2734 2714 43 2671 2649 2625 2604 301 2303 281 257 111 90 48 42
internal_count=3121 45 3076 3056 3025 2996 2975 2953 2921 105 80 51 2816 2789 2761 2734 2714 43 2671 2649 2625 2604 301 2303 281 257 111 90 48 42
is_linear=0
shrinkage=0.1


Tree=3480
num_leaves=31
num_cat=0
split_feature=46 46 1428 12 130 154 1456 1456 160 1456 12 1447 1456 1447 1446 1447 13 13 475 151 43 4 402 1213 16 4 12 2 133 0
split_gain=7.35421e-06 1.42508e-05 7.93965e-06 7.19424e-06 1.46962e-05 8.52915e-06 1.03267e-05 1.97567e-05 1.66311e-05 1.47808e-05 5.7823e-05 7.06551e-05 2.76455e-05 1.01997e-05 2.20312e-05 1.68139e-05 1.10367e-05 0.000120531 8.28095e-05 3.76749e-05 3.82257e-05 7.23847e-05 7.08733e-05 3.49366e-05 3.96633e-05 0.00010019 4.35579e-05 9.02898e-05 3.65141e-05 3.35022e-05
threshold=0.10562000000000001 0.083550000000000013 -0.042789999999999995 0.23631000000000002 -0.22461999999999996 0.085530000000000009 0.11510000000000002 0.092265000000000014 -0.081639999999999976 0.085275000000000004 0.083985000000000018 -0.086279999999999982 0.081770000000000023 -0.086304999999999979 0.037915000000000011 -0.084334999999999979 -0.085804999999999979 -0.085384999999999975 -0.085684999999999997 -0.09693499999999998 0.0034250000000000005 -0.080744999999999997 -0.085859999999999978 -0.090764999999999985 -0.079109999999999986 -0.080924999999999983 0.08493500000000001 0.088475000000000012 -0.14032999999999998 -0.083804999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 9 -9 12 -11 -12 13 14 -6 -15 18 -18 -17 -20 22 -22 -21 28 25 -25 -26 -28 -24 -27
right_child=-2 -3 3 -5 5 -7 -8 8 -10 10 11 -13 -14 15 -16 16 17 -19 19 20 21 -23 23 24 26 29 27 -29 -30 -31
leaf_value=4.5008437677423878e-05 5.4019642906496302e-05 -7.5631209074344963e-05 7.3451397906023057e-05 -5.8728256477652827e-05 2.3917177989460473e-05 -6.4163736464078769e-05 5.0909191896864335e-05 3.7458301376318562e-06 -0.0001036970024014248 0.00014724446845093553 -0.00014908438937861018 8.6729524978350304e-05 -9.193509780964109e-05 7.0864593769382571e-05 -0.00010636005619609798 0.00018999867359525524 -0.00021337167186343491 -6.6895062381846147e-07 -0.00010693433559936239 0.00019710387423401701 -0.00016533113296191004 1.3739170890403331e-06 2.9575138962007426e-05 0.00023006506290974878 2.9249956739812135e-05 4.0296134878323622e-06 -0.00024097078977237371 3.6800217989366501e-05 -0.00014706848224159332 0.00010561475219544395
leaf_weight=39 25 25 27 21 25 21 39 25 34 32 24 27 33 34 27 25 27 2004 29 23 32 140 22 28 76 143 22 25 25 42
leaf_count=39 25 25 27 21 25 21 39 25 34 32 24 27 33 34 27 25 27 2004 29 23 32 140 22 28 76 143 22 25 25 42
internal_value=0 -4.36204e-07 1.75934e-07 -4.00737e-07 6.06383e-09 -6.58488e-07 -2.08401e-07 -8.90202e-07 -5.81704e-05 2.8939e-07 4.18734e-05 -2.42417e-05 -9.51255e-07 1.40948e-07 -4.37268e-05 9.86748e-07 9.45783e-08 -3.49661e-06 1.16352e-05 4.28914e-06 9.86956e-06 -2.9641e-05 2.6608e-05 1.63694e-05 2.76652e-05 5.37741e-05 -1.75476e-05 -9.32203e-05 -6.43842e-05 2.70922e-05
internal_weight=0 3096 3071 3032 3011 2984 2963 2924 59 2865 83 51 2782 2749 52 2697 2663 2031 632 607 578 172 406 383 336 213 123 47 47 185
internal_count=3121 3096 3071 3032 3011 2984 2963 2924 59 2865 83 51 2782 2749 52 2697 2663 2031 632 607 578 172 406 383 336 213 123 47 47 185
is_linear=0
shrinkage=0.1


Tree=3481
num_leaves=31
num_cat=0
split_feature=120 12 12 15 12 132 1185 403 1204 132 16 4 13 13 12 12 42 16 13 12 51 12 1 43 13 0 133 11 10 13
split_gain=7.41845e-06 1.85244e-05 8.10631e-06 2.32747e-05 1.6928e-05 7.96352e-06 4.09637e-05 2.1915e-05 7.2618e-05 2.28584e-05 1.32379e-05 1.6846e-05 1.03919e-05 3.01451e-05 3.64031e-05 1.83859e-05 2.56561e-05 1.50291e-05 9.39061e-06 2.04159e-05 3.21906e-05 1.75401e-05 4.84466e-05 4.99774e-05 1.74532e-05 1.42648e-05 3.05078e-05 1.73097e-05 1.59474e-05 7.81448e-05
threshold=0.093680000000000013 0.22926500000000002 0.12757000000000002 -0.068899999999999975 0.12069000000000002 -0.083174999999999985 -0.083264999999999992 -0.074254999999999988 -0.016569999999999994 -0.084829999999999989 -0.073404999999999984 -0.00059999999999999995 0.19762500000000002 0.11217000000000001 0.09141500000000001 0.090995000000000006 -0.11466499999999999 -0.050529999999999999 0.056795000000000005 0.086345000000000019 1.0000000180025095e-35 0.10149500000000002 0.10234000000000001 -0.11180499999999999 0.043850000000000007 0.10455500000000001 0.086910000000000015 -0.011194999999999998 0.053330000000000009 -0.085584999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 -7 9 -9 -1 11 -10 13 18 -15 17 -17 -14 24 -20 21 22 23 -21 25 27 -27 -8 -29 -30
right_child=-2 -3 3 -5 -6 6 12 8 10 -11 -12 -13 15 14 -16 16 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-1.1887509143499691e-05 -5.319287962405584e-05 9.1881650256585675e-05 -0.00012473935810703552 6.843782910259395e-06 7.9348577020465642e-05 0.00014030054583036828 9.4532359144068321e-05 -0.00022268997370701983 9.3660003130935365e-05 0.00010706801161480447 -5.9470280234563688e-05 -2.6504025767540691e-05 7.8612430297653194e-05 -2.4298800641330533e-07 0.00017453713775549578 7.5453802723628048e-06 -0.00013566347569676825 -2.950467992882801e-05 -8.7320002785418188e-05 1.9779330477831537e-05 8.5186509714995127e-05 -0.00011498355434014229 9.4405510700543637e-05 -0.00016687547546238282 9.2273478055306308e-05 -0.00011078906536567957 3.924117497767246e-05 2.2454433240813323e-06 8.093858965107107e-05 -0.00018587191408859445
leaf_weight=70 26 22 20 41 27 21 20 20 20 21 32 28 20 26 22 22 29 36 38 32 31 20 29 26 21 33 23 2301 21 23
leaf_count=70 26 22 20 41 27 21 20 20 20 21 32 28 20 26 22 22 29 36 38 32 31 20 29 26 21 33 23 2301 21 23
internal_value=0 4.46854e-07 -2.0774e-07 -3.62982e-05 5.23177e-07 -1.89817e-07 1.16065e-06 -1.99448e-05 -5.22576e-05 1.55638e-05 -9.64952e-06 2.35643e-05 1.06939e-07 1.33335e-06 7.98646e-05 -3.04501e-05 -7.38871e-05 9.10857e-06 -1.06491e-07 -2.24154e-05 -4.54314e-06 -3.05396e-05 -1.11272e-05 -6.38935e-05 1.50136e-06 7.13993e-07 -4.91695e-05 1.89517e-06 1.10508e-06 -5.85305e-05
internal_weight=0 3095 3073 61 3012 2985 2794 191 100 91 80 48 2773 2666 48 107 51 56 2618 176 138 107 87 58 2442 2421 56 2365 2345 44
internal_count=3121 3095 3073 61 3012 2985 2794 191 100 91 80 48 2773 2666 48 107 51 56 2618 176 138 107 87 58 2442 2421 56 2365 2345 44
is_linear=0
shrinkage=0.1


Tree=3482
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 142 1429 156 1429 2 2 2 160 481 4 4 0 1 403 50 0 12 1 1 13 1 16 4 43 130 1209
split_gain=7.34788e-06 0.000182638 0.000107689 2.03093e-05 7.89946e-06 7.54805e-06 2.11193e-05 1.08864e-05 7.67828e-06 7.32412e-05 6.31493e-05 3.07254e-05 2.6617e-05 2.85572e-05 0.000113558 8.20121e-05 5.86579e-05 6.08137e-05 5.45204e-05 6.41884e-05 3.29849e-05 3.23198e-05 0.000147595 0.00011432 6.34874e-05 2.74363e-05 4.77244e-05 3.26729e-05 1.83309e-05 1.78836e-05
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.087075000000000014 -1.0000000180025095e-35 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.083715000000000026 0.083865000000000009 0.082850000000000021 -0.53908999999999996 -0.08347499999999998 -0.083644999999999983 -0.081224999999999978 -0.11991499999999998 0.086255000000000012 -0.52336499999999997 0.077805000000000013 -0.080119999999999983 0.083715000000000026 0.093700000000000019 0.09202500000000001 -1.0000000180025095e-35 0.094465000000000007 -0.021269999999999997 -0.07533999999999999 -0.082389999999999977 -0.22562499999999999 -0.089214999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 7 -7 10 -10 11 -9 -13 18 -15 -16 -17 -18 20 -20 -14 22 23 25 -23 26 -19 -27 -11 -30
right_child=2 -3 4 -5 5 6 -8 8 9 28 -12 12 13 14 15 16 17 21 19 -21 -22 24 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-6.1374090882752578e-07 -0.00022173775280614133 0.00029093475368426882 -5.561673332704231e-05 -9.7073567787447251e-05 -6.0376729343261112e-05 -6.26477461655331e-05 0.00010366977090598084 -0.00011894157665665262 -0.00019250872786869878 -9.3122259256363455e-05 0.0001389499149809126 0.0001176429903439601 -4.197708746482198e-05 0.00020487789337619627 0.00017541604443417432 -0.00013773101223932827 -0.00016071554663622838 1.043636963432244e-05 -0.00023782543988393933 -1.3061885881513632e-05 0.00011607835304343811 -0.00018188538830145263 0.00024181038283014431 -0.00022081100461946335 2.1834278165690857e-06 6.6006676589885115e-05 0.00019461497401304466 -8.5437785692820092e-05 -7.5816803691850518e-05 1.9858635365756895e-06
leaf_weight=172 22 22 25 25 20 27 20 20 20 21 36 21 31 29 26 32 22 34 24 27 23 20 31 20 297 28 24 29 30 1943
leaf_count=172 22 22 25 25 20 27 20 20 20 21 36 21 31 29 26 32 22 34 24 27 23 20 31 20 297 28 24 29 30 1943
internal_value=0 1.76628e-05 -1.33294e-06 -1.28548e-05 3.50708e-07 8.40791e-07 1.27266e-06 5.4515e-07 1.15713e-06 -2.09618e-06 9.62248e-06 3.31383e-06 6.71927e-06 3.37723e-06 1.19019e-05 1.96171e-06 -6.43645e-06 1.8832e-06 -4.46854e-05 -0.000118833 2.53428e-05 9.28936e-06 4.50361e-05 -1.49133e-07 -9.42975e-06 3.82268e-05 8.66482e-05 -1.1044e-05 -1.86328e-07 8.02853e-07
internal_weight=0 219 2902 197 2880 2855 2835 2815 2788 2014 774 738 718 697 592 563 537 505 105 51 54 483 166 135 317 115 58 57 1994 1973
internal_count=3121 219 2902 197 2880 2855 2835 2815 2788 2014 774 738 718 697 592 563 537 505 105 51 54 483 166 135 317 115 58 57 1994 1973
is_linear=0
shrinkage=0.1


Tree=3483
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 475 157 484 157 1375 1 1375 13 3 12 1 52 150 49 0 4 1348 48 2 3 16 3 456 3 49 42
split_gain=8.18106e-06 1.59509e-05 8.95804e-06 7.77078e-06 3.29708e-05 8.80108e-06 7.07322e-05 4.11303e-05 2.78859e-05 0.000123489 2.20413e-05 2.07667e-05 1.48232e-05 1.63182e-05 1.2765e-05 1.18197e-05 1.135e-05 1.15342e-05 2.15611e-05 1.99496e-05 2.48601e-05 2.17662e-05 5.05488e-05 3.715e-05 6.65811e-05 2.62612e-05 2.06606e-05 2.8692e-05 5.52304e-05 2.07021e-05
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.069929999999999978 -0.011519999999999997 -0.087424999999999989 0.085790000000000019 -0.086394999999999986 -0.15308499999999997 0.087325000000000014 -0.085004999999999983 0.095120000000000024 -0.078584999999999988 0.089505000000000015 0.08592000000000001 -0.56368999999999991 0.12706500000000001 -0.0087849999999999977 -0.24955499999999997 0.41379000000000005 0.08401500000000002 -0.072824999999999987 0.085625000000000021 0.090900000000000009 -0.087659999999999988 -0.0043399999999999992 0.089235000000000023 -0.084319999999999992 -0.081404999999999991 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 11 -7 9 -9 -10 12 13 -5 -14 -12 17 19 -19 20 21 22 -17 25 -25 26 27 29 -29 -23
right_child=1 2 3 5 -6 7 -8 8 10 -11 15 -13 14 -15 -16 16 -18 18 -20 -21 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-5.8159790311644127e-05 8.341859823343365e-05 -5.9786127974803097e-05 -3.7976712283799085e-05 1.8299834266292383e-05 0.00012139628338627518 0.0001285738880687859 -0.00019408456958314806 -0.00026429441826621771 9.2660891788490029e-05 6.6220519049518494e-05 6.8601760562160061e-05 -8.1185628843503883e-05 3.5637075095673066e-05 0.00013041325211816002 -7.3362075504106053e-05 3.9861423568293941e-05 5.4537243206473125e-05 9.5851055933356607e-05 5.648528096758099e-07 -0.00010921305249667057 6.9083727576071401e-05 -7.1568583102600238e-05 -0.00015097950699133176 0.00020065599611288317 -2.5332265977340285e-05 -0.00011601636121797907 -8.3590816939249637e-05 -1.9417164815825003e-05 0.00013817178174316982 3.5980989247036634e-05
leaf_weight=24 23 25 27 37 25 25 21 20 26 26 25 23 21 20 22 23 37 24 2254 22 35 63 35 22 32 28 35 61 35 25
leaf_count=24 23 25 27 37 25 25 21 20 26 26 25 23 21 20 22 23 37 24 2254 22 35 63 35 22 32 28 35 61 35 25
internal_value=0 4.50708e-07 -1.70067e-07 3.1875e-07 3.86449e-05 -3.46235e-07 -2.44672e-05 8.71226e-07 -2.57688e-07 -7.74816e-05 1.0192e-06 4.49189e-06 2.41977e-05 5.76379e-05 -2.01299e-05 1.54656e-07 -4.7192e-07 -1.22743e-06 1.56875e-06 -1.65392e-05 -1.13645e-05 -1.92076e-05 -7.53012e-05 -8.3989e-06 6.6737e-05 -2.48254e-05 -1.31663e-05 2.29724e-07 3.80371e-05 -4.10147e-05
internal_weight=0 3097 3074 3049 52 2997 144 2853 2828 46 2782 123 100 57 43 2756 2731 2694 2278 416 394 359 58 301 54 247 219 184 96 88
internal_count=3121 3097 3074 3049 52 2997 144 2853 2828 46 2782 123 100 57 43 2756 2731 2694 2278 416 394 359 58 301 54 247 219 184 96 88
is_linear=0
shrinkage=0.1


Tree=3484
num_leaves=31
num_cat=0
split_feature=1420 157 1429 42 42 42 1447 42 42 483 159 4 43 1209 401 2 402 1212 402 2 2 1186 1186 132 43 50 4 4 2 4
split_gain=6.86863e-06 1.96237e-05 6.71638e-06 6.56465e-06 5.85875e-05 5.07251e-05 3.38949e-05 4.48635e-05 8.73008e-05 3.05565e-05 3.0694e-05 2.90902e-05 6.37513e-05 2.67105e-05 2.41834e-05 6.49315e-05 3.01239e-05 7.86068e-05 2.87531e-05 2.06439e-05 1.86655e-05 5.00172e-05 3.86637e-05 4.17407e-05 0.000354843 0.000194083 4.16991e-05 9.82128e-05 6.14631e-05 0.000146258
threshold=0.056520000000000008 0.63397500000000007 0.11893000000000002 0.090240000000000015 0.089810000000000015 0.089535000000000017 -0.086279999999999982 0.091295000000000015 0.090990000000000015 -0.096724999999999992 0.13610000000000003 -0.082594999999999988 -0.032879999999999993 -0.074484999999999982 1.0000000180025095e-35 0.10060500000000001 -0.45015499999999992 0.11387000000000001 -0.26616499999999993 0.087470000000000006 0.085345000000000018 -0.089559999999999987 -0.094609999999999986 -0.083284999999999984 -0.011694999999999999 0.11028 -0.085719999999999977 -0.086849999999999997 0.083935000000000023 -0.082594999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 20 -5 8 19 -9 11 12 -11 -13 16 -16 17 -15 -18 -8 22 -22 -1 24 -24 26 27 -25 -28 -30
right_child=-2 -3 -4 6 -6 -7 7 9 -10 10 -12 13 -14 14 15 -17 18 -19 -20 -21 21 -23 23 25 -26 -27 28 -29 29 -31
leaf_value=0.00014406505735158653 -5.4445863149695745e-05 9.9138841796957429e-05 -5.7998645352199681e-05 -0.00011730064486203316 -0.00014633848196743721 0.00015775777021190154 -3.4989156488841728e-05 -9.5982301427284259e-05 0.00023237972091010308 3.4090730170848679e-07 0.0001207047940545675 -9.3030801508575678e-05 0.00021491626850547618 -0.00023036845126625852 0.00015777496559049695 -6.9964765931390939e-05 0.00011596395258190267 4.355445127078962e-05 -4.0150257070613378e-06 8.0684129002124631e-05 -0.00015859134714859961 -6.6462093668697371e-06 0.00042494222086263893 3.3316785684439859e-06 -6.3473699015494461e-05 -0.00024979603912773506 4.7932284759064305e-06 -0.00020124416778422719 0.0002867577353754314 2.5400724712948595e-05
leaf_weight=21 23 20 20 21 28 20 36 30 26 45 23 32 20 20 31 21 21 22 409 27 22 1420 21 123 51 30 390 29 28 91
leaf_count=21 23 20 20 21 28 20 36 30 26 45 23 32 20 20 31 21 21 22 409 27 22 1420 21 123 51 30 390 29 28 91
internal_value=0 4.04215e-07 -2.37335e-07 1.40436e-07 -2.58007e-06 -7.8789e-07 8.03129e-06 1.14808e-05 7.82105e-05 2.66931e-06 7.26488e-06 3.0634e-06 6.63641e-05 -4.33686e-06 1.07956e-06 6.58032e-05 -6.051e-06 -8.6885e-05 1.84441e-06 1.45851e-05 -2.21238e-06 -8.96437e-06 1.02065e-05 6.52229e-06 7.89809e-05 -1.02768e-06 1.02629e-05 -3.56992e-05 2.39883e-05 8.68965e-05
internal_weight=0 3098 3078 3058 2274 2246 784 763 89 674 644 621 65 556 524 52 472 42 430 63 2226 1442 784 763 72 691 661 152 509 119
internal_count=3121 3098 3078 3058 2274 2246 784 763 89 674 644 621 65 556 524 52 472 42 430 63 2226 1442 784 763 72 691 661 152 509 119
is_linear=0
shrinkage=0.1


Tree=3485
num_leaves=31
num_cat=0
split_feature=132 1185 43 1204 0 2 133 0 1429 156 1428 157 16 1429 1429 1429 1 120 4 2 10 4 34 9 34 12 12 133 12 133
split_gain=8.39217e-06 4.63502e-05 2.18029e-05 1.48762e-05 8.08404e-06 1.06803e-05 1.68623e-05 1.25835e-05 7.64095e-06 2.00485e-05 8.0373e-06 1.4468e-05 1.37862e-05 1.99754e-05 1.62003e-05 1.56253e-05 1.20572e-05 2.83292e-05 5.47816e-05 2.61289e-05 1.02785e-05 5.49044e-05 8.60956e-05 1.43974e-05 1.05239e-05 8.87439e-06 6.23562e-05 4.59637e-05 4.1324e-05 5.45395e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.010739999999999998 -0.016569999999999994 -0.098289999999999975 0.097385000000000013 -0.40071499999999999 -0.082284999999999983 -0.23752499999999996 0.32523500000000005 -0.071779999999999997 0.51508000000000009 0.63636000000000015 -0.10379499999999998 -0.081234999999999988 -0.060529999999999994 0.16540500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.31358000000000003 -0.011559999999999999 0.053180000000000012 -1.0000000180025095e-35 0.08925000000000001 -0.097449999999999981 0.086420000000000011 0.086850000000000024 0.039215000000000007 0.087215000000000015 0.024320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 7 -7 -6 -3 10 -10 12 13 -12 -15 -16 17 19 -19 20 21 22 -17 24 -22 -26 27 -27 29 -28
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leaf_value=-0.00013967990234959872 0.00014946074266585389 -6.1239967217261443e-05 -5.4439704063742493e-05 -2.4659038822589897e-05 1.4562346495949897e-05 0.00010667324576111835 -1.0872244932285798e-05 -5.808486663753636e-05 -5.6367187266005204e-05 0.00010055623672087678 9.7915626247413465e-05 8.5334397090264255e-05 -6.3310572049351114e-05 -8.9659198274603119e-05 8.8735439931042492e-05 2.6004080522714344e-05 7.3747594664878724e-05 3.2915448718995323e-05 -0.0002011392341228202 0.00010920546470019458 7.222546009870712e-05 5.5163133908314884e-05 -0.00025070372000548309 6.2817833148418127e-05 -7.3395843976301417e-06 2.8083823201962297e-05 5.3588121003345946e-06 0.00022280467264036735 4.0123330413162088e-06 -0.000211315877303215
leaf_weight=22 21 20 26 23 64 23 26 38 25 20 21 20 34 20 20 23 22 20 20 22 20 37 22 37 1093 27 26 22 1286 21
leaf_count=22 21 20 26 23 64 23 26 38 25 20 21 20 34 20 20 23 22 20 20 22 20 37 22 37 1093 27 26 22 1286 21
internal_value=0 1.43497e-06 -1.87386e-05 -8.08915e-05 -2.93707e-06 5.93094e-06 4.43022e-05 -1.25023e-05 3.54862e-07 7.85896e-07 8.2793e-08 5.84481e-07 -2.23923e-08 7.57527e-07 1.2341e-08 6.72176e-07 1.93717e-08 -5.86765e-07 -8.41119e-05 6.80688e-07 -2.3268e-07 -3.50775e-05 -0.000109275 8.95784e-07 -2.24988e-08 -6.06321e-07 4.7189e-06 0.00011551 6.46329e-07 -9.14533e-05
internal_weight=0 2899 222 45 177 151 49 102 2878 2858 2838 2813 2793 2759 2738 2718 2698 2676 40 2636 2614 82 45 2532 2495 2475 1382 49 1333 47
internal_count=3121 2899 222 45 177 151 49 102 2878 2858 2838 2813 2793 2759 2738 2718 2698 2676 40 2636 2614 82 45 2532 2495 2475 1382 49 1333 47
is_linear=0
shrinkage=0.1


Tree=3486
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1447 1447 4 2 481 1429 0 402 4 3 2 16 1447 1212 157 51 2 160 1 160 157 484 160 1456 2 3 15
split_gain=8.19789e-06 1.44393e-05 9.04871e-06 7.48429e-06 4.95268e-05 4.66273e-05 3.02566e-05 2.93665e-05 1.07647e-05 2.02204e-05 1.09593e-05 7.67126e-05 5.70946e-05 6.15889e-05 4.5844e-05 3.84487e-05 3.78205e-05 8.97233e-06 7.73176e-05 5.81653e-05 7.10487e-05 4.36762e-05 6.2569e-05 1.73022e-05 1.19638e-05 2.20262e-05 2.02237e-05 2.5707e-05 2.32407e-05 2.02101e-05
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.086359999999999978 -0.085804999999999979 -0.081714999999999996 0.086330000000000004 -0.081334999999999977 -0.069929999999999978 -0.05208999999999999 0.10874500000000002 -0.08484499999999999 -0.078724999999999976 0.087505000000000013 -0.082404999999999992 -0.084894999999999984 -0.073259999999999978 -0.086284999999999987 -0.085604999999999987 0.087625000000000022 -0.089549999999999991 0.10022000000000002 -0.087874999999999995 -0.083699999999999983 -0.093244999999999981 0.066685000000000008 0.056325000000000007 0.094095000000000012 -0.083924999999999986 -0.013104999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 -7 -8 9 -6 15 -12 13 14 -13 -10 -14 18 -17 20 -20 22 -21 -19 25 29 27 28 -27 -25
right_child=1 2 3 4 8 6 7 -9 10 -11 11 12 16 -15 -16 17 -18 23 19 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-5.821958050849693e-05 7.9390097364565653e-05 -6.005645655750414e-05 0.00015973448029225914 -0.00014363226424241778 0.00012322863782173954 -9.3855849101803166e-05 0.00012121447184851962 -2.8974931046832354e-05 -0.00012754924482578646 -1.8969706725329162e-05 0.00019422820625312971 -9.7419170959342627e-05 0.00016222398600075394 -0.00018669943288282062 0.00010914485928052191 -0.00016791700642897924 -4.3144870627050599e-06 6.8878482025448229e-05 -2.3034472687868404e-05 2.8900723528177307e-05 0.00024351516061869917 7.4502632895018903e-05 -0.0001778031971298333 2.3062881144787459e-05 -1.6994280219766619e-06 6.2176615188036521e-05 -8.6247494089713495e-05 0.00011582184032747698 -8.2449309120420365e-05 0.00014390762182301843
leaf_weight=24 23 25 21 24 20 27 23 30 24 20 23 21 25 26 22 30 30 37 20 27 20 25 32 31 2378 20 22 21 25 25
leaf_count=24 23 25 21 24 20 27 23 30 24 20 23 21 25 26 22 30 30 37 20 27 20 25 32 31 2378 20 22 21 25 25
internal_value=0 4.51179e-07 -1.39451e-07 3.51833e-07 -5.65217e-07 2.71188e-05 -7.69279e-06 3.62016e-05 6.09068e-07 5.21295e-05 -1.05501e-07 2.6494e-05 -4.61803e-06 -6.52e-05 8.26475e-06 -1.53412e-06 7.13848e-05 -4.1935e-07 -2.38618e-05 1.09903e-05 0.00011024 -3.62716e-05 -8.32099e-05 9.9141e-07 -4.55457e-09 2.79844e-05 -3.21462e-06 2.4463e-05 -1.81711e-05 7.70114e-05
internal_weight=0 3097 3074 3049 2948 101 80 53 2924 40 2884 147 124 69 43 2737 55 2713 154 124 40 84 59 2559 2522 144 88 66 45 56
internal_count=3121 3097 3074 3049 2948 101 80 53 2924 40 2884 147 124 69 43 2737 55 2713 154 124 40 84 59 2559 2522 144 88 66 45 56
is_linear=0
shrinkage=0.1


Tree=3487
num_leaves=31
num_cat=0
split_feature=1429 156 1428 1419 157 1419 484 1455 42 1455 1455 483 483 482 15 15 15 15 3 1213 15 2 15 12 1210 133 42 3 52 131
split_gain=6.95124e-06 1.98067e-05 1.42069e-05 1.40952e-05 3.41397e-05 1.71961e-05 1.17555e-05 9.38402e-06 1.95424e-05 1.03643e-05 1.16119e-05 1.42085e-05 1.26334e-05 1.17997e-05 1.16775e-05 3.99982e-05 3.23853e-05 3.38433e-05 5.85473e-05 3.07932e-05 4.09991e-05 6.77821e-05 2.65415e-05 7.4981e-05 2.17687e-05 2.05428e-05 3.6483e-05 4.5908e-05 2.82997e-05 2.36863e-05
threshold=0.12521000000000002 0.3248100000000001 0.094820000000000015 0.089400000000000021 -0.06482499999999998 0.086505000000000012 0.18587500000000004 -0.092919999999999989 0.087665000000000007 -0.088559999999999986 -0.06822499999999998 -0.47356499999999996 -0.30192499999999994 0.11191500000000001 0.093115000000000017 0.092400000000000024 0.091650000000000023 0.090750000000000011 -0.083489999999999995 -0.16396999999999998 0.095575000000000007 0.092365000000000017 0.089740000000000014 0.090695000000000012 -0.061049999999999993 0.51114000000000004 0.096450000000000022 -0.072624999999999981 0.10263500000000002 0.08956500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 -1 -9 -11 -12 -13 14 15 16 17 22 -19 -16 21 -21 -14 -24 -22 26 29 -28 -29 -26
right_child=-2 -3 -4 4 -6 -7 -8 9 -10 10 11 12 13 -15 19 -17 -18 18 -20 20 24 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-2.2766376396248234e-05 5.8765188077813947e-05 -9.7166925626793066e-05 6.1872947633280609e-05 3.7794234958710153e-05 -0.00012222061729213844 7.8446419528128384e-05 -5.2195780716469606e-05 -7.1939393128559454e-05 0.00011535366370697461 7.4385955641836132e-05 -8.0301185053857887e-05 7.9571352252969524e-05 -2.3494750551996304e-06 -7.4867381096867442e-05 -9.5526139193680148e-05 -0.00013643010368634184 0.00010227090750656013 2.1323379670238037e-05 -0.00021507888915948568 1.8207130479448312e-05 -9.1259654000168679e-05 0.00025021358764206527 -5.5347797360110031e-05 0.00017852050344839066 1.7980040038770612e-05 -5.7494516807888763e-05 0.00019690195121802392 0.00010783337791162056 -5.6337418832949225e-05 -8.5021148725690398e-05
leaf_weight=20 20 21 37 24 30 28 43 20 21 21 22 20 2243 21 23 22 30 22 20 34 20 20 26 29 158 33 25 21 21 26
leaf_count=20 20 21 37 24 30 28 43 20 21 21 22 20 2243 21 23 22 30 22 20 34 20 20 26 29 158 33 25 21 21 26
internal_value=0 -3.79019e-07 2.80899e-07 -4.68002e-07 -5.11029e-05 4.4678e-07 -2.90805e-07 4.74073e-07 4.7978e-05 -2.02904e-07 2.99277e-07 -2.4932e-07 3.7653e-07 -1.90363e-07 3.75168e-07 -2.21472e-06 -9.68843e-07 -2.29243e-06 -9.12491e-05 1.66351e-05 2.3841e-05 0.000104135 -6.66589e-07 6.79646e-05 9.57812e-06 1.66794e-05 2.64313e-05 8.96114e-05 2.5748e-05 3.42552e-06
internal_weight=0 3101 3080 3043 54 2989 2961 2918 41 2877 2857 2836 2814 2794 2773 2392 2370 2340 42 381 358 54 2298 55 304 284 251 67 42 184
internal_count=3121 3101 3080 3043 54 2989 2961 2918 41 2877 2857 2836 2814 2794 2773 2392 2370 2340 42 381 358 54 2298 55 304 284 251 67 42 184
is_linear=0
shrinkage=0.1


Tree=3488
num_leaves=31
num_cat=0
split_feature=1211 43 1211 401 15 402 1204 132 15 1211 50 393 142 1429 156 1429 11 33 47 47 9 8 1366 1375 41 12 48 52 3 1417
split_gain=7.04296e-06 1.89147e-05 8.54534e-06 9.77522e-06 3.12603e-05 1.85799e-05 9.19937e-06 1.53946e-05 0.000231452 0.000177709 3.11877e-05 9.42707e-06 7.94465e-06 8.0166e-06 2.1289e-05 7.82009e-06 7.5299e-06 1.58467e-05 1.05113e-05 5.88949e-05 5.38141e-05 8.71354e-05 1.26274e-05 1.2364e-05 1.11374e-05 4.03766e-05 1.23943e-05 3.45541e-05 2.95816e-05 1.75305e-05
threshold=0.11716500000000001 0.062770000000000006 0.11088500000000003 -0.06959499999999999 0.095175000000000023 -0.43418999999999991 0.058775000000000008 -0.083284999999999984 0.091915000000000011 0.099430000000000004 0.09227500000000001 0.10159000000000001 -1.0000000180025095e-35 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 -0.011194999999999998 -0.012019999999999998 0.094160000000000008 0.096850000000000006 0.088235000000000022 0.091215000000000004 -0.082084999999999991 0.089070000000000024 0.086565000000000017 0.087075000000000014 0.10142000000000002 -0.080114999999999978 -0.042499999999999989 -0.079519999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 7 8 10 11 -7 12 -9 -14 15 -15 -17 -18 20 -20 22 -22 -19 24 26 -26 29 -28 -29 -24
right_child=1 -3 -4 5 -6 6 -8 9 -10 -11 -12 -13 13 14 -16 16 17 18 19 -21 21 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-1.9799769336259488e-05 8.2649832620518282e-05 -4.0594071291764069e-05 -6.0060925291812365e-05 -7.6699895998899592e-05 0.00013721846335101873 4.1279700606489335e-06 -6.6041674775381892e-05 -5.6103468450601221e-05 0.00031845329051520825 -0.00029135357368172018 -0.00011859247410181222 5.2994499256943961e-05 -6.2539132704841912e-05 -5.3312871514882085e-05 0.00010379188912338577 5.6537356825477529e-05 -8.0613752894957244e-05 6.7666218923737441e-05 0.0001690911794260804 5.2616747424849569e-06 -0.00025801963773206113 2.3721415005717934e-05 -9.4641856267116962e-05 -5.7233126072615793e-05 0.00013306416009212487 -5.1007795115186712e-05 -3.5983990771152706e-05 1.4449861191678793e-05 0.00018438287737743459 -5.5487868458592651e-07
leaf_weight=32 33 20 24 32 21 151 21 25 24 21 24 34 20 27 20 24 24 28 24 256 21 23 20 37 26 22 33 20 21 2013
leaf_count=32 33 20 24 32 21 151 21 25 24 21 24 34 20 27 20 24 24 28 24 256 21 23 20 37 26 22 33 20 21 2013
internal_value=0 3.61427e-05 -6.24361e-07 -1.55742e-07 4.2415e-05 -9.10088e-07 -9.04618e-08 3.80939e-07 2.72361e-05 -1.5702e-06 -1.27023e-05 6.68742e-07 5.89707e-09 5.33439e-07 1.01144e-06 2.26559e-07 7.84262e-07 2.63205e-07 1.0262e-06 1.93042e-05 -1.23434e-06 -0.000110746 9.36164e-07 8.37724e-08 1.06787e-06 4.86978e-05 -1.72007e-08 4.01833e-05 0.000101489 -1.48048e-06
internal_weight=0 53 3068 3044 53 2991 2959 2938 199 2739 175 2718 2684 2659 2639 2619 2592 2568 2544 280 2264 44 2220 2192 2155 48 2107 74 41 2033
internal_count=3121 53 3068 3044 53 2991 2959 2938 199 2739 175 2718 2684 2659 2639 2619 2592 2568 2544 280 2264 44 2220 2192 2155 48 2107 74 41 2033
is_linear=0
shrinkage=0.1


Tree=3489
num_leaves=31
num_cat=0
split_feature=1211 1203 1 12 1211 1213 399 15 2 13 130 130 52 394 1447 42 1447 160 4 403 43 403 1200 133 133 1371 133 43 43 16
split_gain=8.47416e-06 2.9558e-05 4.21677e-05 7.15721e-05 2.21083e-05 2.1938e-05 1.38301e-05 2.77314e-05 1.97075e-05 1.24429e-05 8.63474e-06 1.25733e-05 2.22518e-05 8.6858e-06 8.60252e-06 4.46683e-05 3.90531e-05 3.55381e-05 1.99814e-05 1.21553e-05 3.40665e-05 1.46936e-05 9.79345e-06 1.01673e-05 8.39937e-05 9.26327e-05 5.57034e-05 3.13901e-05 4.4417e-05 4.41877e-05
threshold=0.087635000000000005 0.089480000000000018 0.087865000000000013 0.095175000000000023 0.092860000000000012 -0.017214999999999998 0.091895000000000018 0.090325000000000003 0.089005000000000015 -0.068269999999999983 -0.22699999999999995 -0.079354999999999981 0.08257500000000001 0.0047000000000000011 -0.086359999999999978 0.087665000000000007 -0.085804999999999979 -0.090764999999999985 -0.015624999999999998 -0.5492149999999999 -0.041049999999999996 -0.53762499999999991 0.086110000000000006 0.085355000000000014 0.085895000000000013 0.083235000000000017 0.084990000000000024 0.055925000000000009 -0.0065949999999999993 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 -6 10 8 -8 -7 -1 12 -12 14 15 17 -16 -13 -19 20 -18 -21 23 26 -25 27 -23 28 -26 -29
right_child=1 -3 3 -5 5 9 7 -9 -10 -11 11 13 -14 -15 16 -17 19 18 -20 21 -22 22 -24 24 25 -27 -28 29 -30 -31
leaf_value=-5.9824437145531797e-05 0.00013366975111975556 0.00013319025608888341 -0.0002139704359933603 5.0355112536982196e-05 -6.0620997464866379e-05 0.00010904846923316971 -6.7705193335617281e-05 -0.00013503820083987311 5.795808512910019e-05 2.5819562281304529e-06 5.7385616686187244e-06 -9.8810675210968068e-05 0.00011994493579550181 6.4930336920951957e-05 -0.00012927391635457754 0.00014987512360043501 -4.0513088206353134e-05 -2.5479328684488553e-05 0.0001024764641092938 -7.4035476739352048e-05 0.0001418474717952666 -4.1360778706374521e-06 5.0589920212789567e-05 0.0001613667462794076 5.3038546340735162e-06 -0.00020641250746502053 -0.00016797106645320865 -3.612593898738158e-05 -0.00014254142265382968 0.0001473592250632854
leaf_weight=24 21 21 20 21 24 23 24 23 26 21 59 28 24 20 24 23 20 23 26 28 21 1760 36 34 628 21 21 21 21 35
leaf_count=24 21 21 20 21 24 23 24 23 26 21 59 28 24 20 24 23 20 23 26 28 21 1760 36 34 628 21 21 21 21 35
internal_value=0 2.31095e-05 5.32727e-06 -7.85842e-05 4.39831e-05 1.62858e-05 -1.17492e-06 -4.41629e-05 -2.36029e-06 5.82349e-05 -9.16923e-08 4.07293e-07 3.87621e-05 -7.33727e-07 -1.20784e-06 2.75879e-05 -2.28633e-06 -8.93942e-06 4.24156e-05 -1.13451e-06 5.28911e-05 -1.98482e-06 -1.20197e-06 -1.93574e-06 7.74761e-06 5.53328e-07 -6.06788e-06 6.71827e-06 5.19955e-07 7.85523e-05
internal_weight=0 151 130 41 89 68 2970 73 50 44 2897 2873 83 2790 2770 100 2670 77 49 2646 41 2605 2577 2541 760 726 1781 705 649 56
internal_count=3121 151 130 41 89 68 2970 73 50 44 2897 2873 83 2790 2770 100 2670 77 49 2646 41 2605 2577 2541 760 726 1781 705 649 56
is_linear=0
shrinkage=0.1


Tree=3490
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 4 43 3 16 16 1203 457 457 1348 148 0 457 447 457 151 474 15 2 1417 156 156 475 12 475 475 484
split_gain=7.93847e-06 3.45649e-05 2.12313e-05 1.66409e-05 8.61276e-06 7.90779e-06 1.12652e-05 1.56159e-05 1.94072e-05 1.04169e-05 7.42417e-06 1.14909e-05 1.96454e-05 9.8644e-06 2.39781e-05 2.48334e-05 2.21428e-05 1.33298e-05 1.32042e-05 8.41501e-06 3.51555e-05 3.81398e-05 1.63488e-05 1.25418e-05 1.08913e-05 1.54846e-05 2.80585e-05 1.10725e-05 9.50921e-06 3.61868e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.086254999999999984 -0.0051099999999999991 -0.080104999999999996 -0.095094999999999985 -0.008904999999999998 0.084375000000000019 0.31508000000000008 0.11612500000000002 -0.047944999999999995 -0.065034999999999996 -0.082724999999999979 0.08597500000000001 0.089635000000000006 0.097575000000000009 -0.081779999999999978 -0.090834999999999985 -0.052074999999999989 0.10613000000000002 -0.079519999999999993 0.16414500000000004 0.11969000000000002 0.058495000000000012 0.086305000000000007 0.001835 -0.086304999999999979 0.083530000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 9 -7 -8 -9 -6 11 12 -3 14 15 18 -16 19 -14 20 -15 -22 -21 24 25 27 -27 28 29 -24
right_child=1 10 -4 -5 5 6 7 8 -10 -11 -12 -13 13 17 16 -17 -18 -19 -20 22 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.0303210355195918e-05 0.00012922468733796407 -9.8453685204731307e-05 -0.00010503610910382122 -9.134824556115616e-05 -2.1721503617300187e-06 -4.6886760242774181e-05 -3.9118455175344872e-05 0.00012422583656437135 -7.1490475143629899e-06 9.8668755526887253e-05 -4.7435502141013336e-05 5.8788077740246085e-05 8.4315727110065173e-05 -0.0001297044228995219 -8.4310314667635357e-05 0.00015503456895451316 5.4514806397492076e-05 -7.9580139165392176e-05 -2.3245466290973131e-05 9.144578820269089e-05 9.4311421389647879e-05 -7.5621629148372451e-05 -1.0279981535288744e-05 7.9559350924682801e-05 -5.307495578706853e-05 -2.1203737478374579e-05 0.00013336136557882128 -7.0847299569074741e-05 -6.8404247486513802e-07 0.00014316049521519083
leaf_weight=26 21 20 25 21 20 37 27 22 23 21 32 34 21 25 27 22 20 21 25 20 28 25 51 20 38 23 24 22 2358 22
leaf_count=26 21 20 25 21 20 37 27 22 23 21 32 34 21 25 27 22 20 21 25 20 28 25 51 20 38 23 24 22 2358 22
internal_value=0 1.39563e-06 -1.82251e-05 -7.20845e-06 2.83096e-06 1.20409e-05 -2.04099e-06 2.10048e-05 5.70787e-05 4.94781e-05 4.62899e-07 1.00146e-06 3.02761e-07 1.01019e-06 2.96885e-05 6.76508e-05 -2.52358e-05 -2.21791e-07 2.58586e-05 4.05666e-07 -3.19543e-05 1.41543e-05 1.38475e-06 6.80596e-07 5.9014e-08 8.6665e-07 5.77231e-05 -2.22732e-07 4.16405e-07 3.59624e-05
internal_weight=0 2899 222 197 176 150 109 72 45 41 2878 2846 2812 2792 115 68 47 2677 46 2656 78 53 2578 2558 2538 2500 47 2453 2431 73
internal_count=3121 2899 222 197 176 150 109 72 45 41 2878 2846 2812 2792 115 68 47 2677 46 2656 78 53 2578 2558 2538 2500 47 2453 2431 73
is_linear=0
shrinkage=0.1


Tree=3491
num_leaves=31
num_cat=0
split_feature=472 1429 1428 1428 151 1373 150 15 1348 142 0 48 457 457 16 44 474 474 474 475 475 51 49 484 472 1 474 4 13 1429
split_gain=7.26128e-06 1.3262e-05 7.52082e-06 7.46792e-06 8.06138e-06 8.25094e-06 1.38255e-05 4.90996e-05 1.54356e-05 1.52452e-05 1.23499e-05 2.71724e-05 1.07997e-05 1.97048e-05 1.08658e-05 9.70407e-06 8.27347e-06 7.60867e-05 3.49952e-05 2.34723e-05 5.9779e-05 2.49209e-05 1.80858e-05 3.32842e-05 2.57104e-05 1.61065e-05 2.84234e-05 4.83905e-05 1.76341e-05 1.28708e-05
threshold=-0.38234499999999999 -0.23587499999999997 0.098365000000000022 0.087445000000000009 0.29373000000000005 -1.0000000180025095e-35 0.12416000000000001 -0.037864999999999989 -0.047944999999999995 -1.0000000180025095e-35 -0.24955499999999997 0.10668000000000001 0.097000000000000017 0.091495000000000007 -0.012324999999999997 0.087770000000000015 0.083855000000000013 0.079590000000000008 0.084510000000000016 -0.065099999999999977 -0.011519999999999997 -0.085734999999999992 0.08610000000000001 0.091040000000000024 -0.078554999999999986 0.11103500000000001 0.087035000000000015 -0.020529999999999996 -0.084154999999999994 0.085435000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 -7 -10 11 -11 13 15 -14 16 17 -12 -18 22 -21 -22 24 -24 -20 26 28 29 -26 -28
right_child=1 2 -4 -5 -6 6 7 -9 9 10 12 -13 14 -15 -16 -17 18 -19 19 20 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-5.4792944501969033e-05 7.607678727135467e-05 -5.9045102049518997e-05 -5.5901704884793925e-05 4.9128902038876646e-05 6.0108123116978358e-05 -8.8608317746547989e-05 0.00015893299093833145 -4.1646355720541375e-05 -8.5349977719791548e-05 0.00013068346081788397 -9.3698219489819298e-07 -3.0367202343768442e-05 -1.0131072832293632e-07 9.4389899227694104e-05 -0.00010182846304988267 5.7948849436278194e-05 -0.00014137187391454411 0.00019023113539636446 -0.0001097836009475508 -0.00019425829304964282 9.0048658785235608e-05 -6.2580405653494858e-05 0.00014844059288683957 -2.7949596915277653e-05 0.00011137736322173927 7.6760257154871538e-05 7.5501449914771083e-05 -0.00014796363557879574 -4.5028947954114272e-06 -3.6589435112546204e-05
leaf_weight=24 23 24 24 31 22 20 23 26 21 22 2427 20 21 22 21 28 21 21 21 22 20 23 23 20 24 28 21 29 29 20
leaf_count=24 23 24 24 31 22 20 23 26 21 22 2427 20 21 22 21 28 21 21 21 22 20 23 23 20 24 28 21 29 29 20
internal_value=0 4.24617e-07 -1.4142e-07 2.97349e-07 -2.04068e-07 -6.468e-07 -1.75371e-07 5.25031e-05 -1.05815e-06 -4.55188e-07 1.63193e-07 5.39927e-05 -6.32597e-07 1.22657e-07 -5.09649e-05 -6.24148e-07 -1.22074e-06 7.0294e-07 -1.68659e-05 -7.52792e-06 -6.01855e-05 8.40986e-06 8.39182e-06 6.63986e-05 -6.10988e-06 8.30832e-06 -7.27424e-06 -4.91029e-05 4.79712e-05 2.0823e-05
internal_weight=0 3097 3074 3050 3019 2997 2973 49 2924 2904 2883 42 2841 2799 42 2777 2749 2448 301 280 65 43 215 43 172 151 123 70 53 41
internal_count=3121 3097 3074 3050 3019 2997 2973 49 2924 2904 2883 42 2841 2799 42 2777 2749 2448 301 280 65 43 215 43 172 151 123 70 53 41
is_linear=0
shrinkage=0.1


Tree=3492
num_leaves=31
num_cat=0
split_feature=1429 156 1425 471 46 1428 157 51 448 448 97 374 120 13 1 16 13 13 376 457 376 31 34 9 2 39 0 0 4 1
split_gain=7.31237e-06 1.77826e-05 1.35247e-05 1.25877e-05 6.80893e-06 1.77138e-05 1.80399e-05 1.02715e-05 8.76229e-06 1.06132e-05 8.68527e-06 1.29334e-05 1.18903e-05 1.32644e-05 0.000104319 6.10841e-05 1.08732e-05 1.74868e-05 1.01894e-05 1.97212e-05 2.52522e-05 1.52538e-05 1.9802e-05 3.49947e-05 4.06989e-05 1.35978e-05 1.34692e-05 3.2612e-05 2.20121e-05 6.22783e-05
threshold=0.12521000000000002 0.3248100000000001 0.095135000000000011 -0.071899999999999978 0.084955000000000017 -0.071779999999999997 0.41580000000000006 0.078435000000000019 -0.096704999999999999 -0.083689999999999987 -0.086464999999999986 0.08987500000000001 0.088020000000000015 0.24813000000000004 0.15964000000000003 -0.10850999999999998 0.23074000000000003 0.18141000000000002 0.083705000000000016 0.084740000000000024 0.085245000000000015 -1.0000000180025095e-35 -0.057544999999999992 0.091905000000000014 -1.0000000180025095e-35 0.089940000000000006 -0.09595999999999999 -0.094299999999999981 -0.080584999999999976 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 -6 -7 -10 -11 12 13 14 16 -15 17 18 21 20 -20 -12 -23 24 -24 -22 28 -28 29 -26
right_child=-2 -3 -4 4 7 6 -8 -9 9 10 11 -13 -14 15 -16 -17 -18 -19 19 -21 25 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=-7.7553235072021698e-05 6.0272362679825166e-05 -9.2097828954657815e-05 6.9420041732623104e-05 -7.6906271375870952e-05 9.2194390999793556e-05 6.5643536654533822e-05 9.4975806750881016e-05 -3.1276133086066695e-06 -6.0967376539965387e-05 -6.2760454800974742e-05 -6.9174148390602295e-05 6.4553389740702253e-05 -7.3621236581609343e-05 -0.00019176591369614472 0.00022898960091744414 5.7838933571474627e-06 -6.7249235689814676e-05 9.1254828415306599e-05 0.00012784499430408845 -5.2172200198781314e-05 -5.3252694269758651e-05 8.9658002434589437e-05 0.00011973521920611217 -9.6841858648507415e-05 4.8353981657311566e-05 5.0110621440191095e-05 9.3004430266610622e-05 5.9357756497450342e-07 -7.8302672460365709e-06 -0.00014820550008153079
leaf_weight=21 20 21 28 30 20 20 20 26 29 22 33 31 22 20 20 72 24 21 29 23 20 24 28 38 27 35 39 1835 483 40
leaf_count=21 20 21 28 30 20 20 20 26 29 22 33 31 22 20 20 72 24 21 29 23 20 24 28 38 27 35 39 1835 483 40
internal_value=0 -3.88728e-07 2.36561e-07 -3.9815e-07 1.36412e-07 -4.51961e-07 3.24225e-07 3.83167e-05 -3.20761e-07 -7.73346e-07 -1.68486e-07 3.12319e-07 -3.90637e-07 1.82495e-07 1.44607e-06 -3.71617e-05 -2.4006e-07 3.61144e-07 -3.5806e-07 2.98725e-05 5.23372e-05 -1.62805e-06 -7.41411e-07 -1.61273e-06 -1.36912e-07 1.2524e-05 -1.52157e-06 2.51675e-06 -1.52812e-05 -6.8995e-05
internal_weight=0 3101 3080 3052 3031 2985 2955 46 2935 2915 2886 2864 2833 2811 2719 92 2699 2675 2654 107 84 2547 2514 2490 2452 55 2424 1874 550 67
internal_count=3121 3101 3080 3052 3031 2985 2955 46 2935 2915 2886 2864 2833 2811 2719 92 2699 2675 2654 107 84 2547 2514 2490 2452 55 2424 1874 550 67
is_linear=0
shrinkage=0.1


Tree=3493
num_leaves=31
num_cat=0
split_feature=1429 156 1425 1426 1429 1429 157 1428 157 51 157 2 160 51 1375 1 1375 447 147 48 148 1365 1374 1375 52 0 159 1456 158 1446
split_gain=7.01714e-06 2.22729e-05 6.96841e-06 9.41413e-06 8.70288e-06 1.79828e-05 1.57743e-05 8.8269e-06 8.73771e-06 6.93994e-05 3.80043e-05 3.42723e-05 3.55473e-05 6.08985e-05 3.09121e-05 0.000110979 1.9981e-05 1.32791e-05 1.19575e-05 2.89827e-05 1.39789e-05 1.00764e-05 8.5428e-06 1.52721e-05 8.08151e-06 2.88297e-05 5.63825e-05 4.3131e-05 2.23394e-05 1.40491e-05
threshold=-0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 -0.079324999999999993 -0.054654999999999988 -0.0091799999999999989 0.087445000000000009 -0.087424999999999989 -0.085534999999999986 -0.086394999999999986 0.10402500000000002 -0.090764999999999985 0.10027500000000002 -0.15308499999999997 0.090740000000000015 -0.084629999999999997 0.10121000000000001 0.093875000000000014 -0.07095499999999999 -0.08670499999999999 0.087370000000000017 0.091490000000000016 0.089070000000000024 0.5116750000000001 -0.074229999999999977 -0.47215999999999997 -0.075669999999999987 -0.25545499999999993 -0.088809999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 8 9 -7 -10 12 -11 -14 15 -12 -16 18 20 -20 -18 22 23 24 28 26 -26 -28 -22 -30
right_child=1 -3 -4 -5 5 7 -8 -9 10 11 14 -13 13 -15 16 -17 17 -19 19 -21 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-5.6277215216224172e-05 -3.4166825227313554e-07 0.00010558776193647645 -5.3957510923889153e-05 6.8521007015078802e-05 9.4932181527838109e-05 -0.00017958009187376927 -0.00011057098789024166 6.2895311533462845e-05 0.00012323531284800992 -3.2019156333262802e-05 -0.00024917480596698061 -7.5833732951264911e-05 0.00023350110925093759 -1.031958038635951e-05 8.4750524599387842e-05 7.2216452678152234e-05 6.6819409379780656e-05 7.5500659548434563e-05 -0.00012370324663788778 3.7803638074933592e-05 9.6004155208599212e-05 6.5167556623118401e-05 4.7058191032394665e-05 -7.1758941339794552e-05 4.4210030808181762e-05 5.6787102669529437e-05 -4.0460041029952916e-05 -0.00024336527429113632 -8.4418179308443097e-05 -2.5395590051566025e-07
leaf_weight=22 37 20 24 20 20 24 20 22 25 32 21 33 20 21 28 22 31 23 25 20 24 23 36 31 29 28 22 20 20 2378
leaf_count=22 37 20 24 20 20 24 20 22 25 32 21 33 20 21 28 22 31 23 25 20 24 23 36 31 29 28 22 20 20 2378
internal_value=0 3.99512e-07 -2.8375e-07 1.37909e-07 -3.12721e-07 4.28124e-07 -3.90186e-05 -2.10848e-07 -6.83715e-07 -2.60287e-05 4.90503e-07 8.73759e-06 4.69685e-05 0.000108617 -6.12921e-07 -8.47421e-05 7.08319e-07 -1.60014e-07 -8.07649e-07 -5.19224e-05 6.29658e-08 -7.29623e-07 -1.31526e-06 -1.99765e-06 -1.13981e-06 -2.91444e-05 -6.30329e-05 -0.000137082 4.88398e-09 -9.55909e-07
internal_weight=0 3099 3079 3055 3035 2978 57 2958 2936 130 2806 106 73 41 2781 43 2738 2710 2687 45 2642 2611 2588 2552 2521 99 71 42 2422 2398
internal_count=3121 3099 3079 3055 3035 2978 57 2958 2936 130 2806 106 73 41 2781 43 2738 2710 2687 45 2642 2611 2588 2552 2521 99 71 42 2422 2398
is_linear=0
shrinkage=0.1


Tree=3494
num_leaves=31
num_cat=0
split_feature=1211 50 1 13 1186 3 1213 1212 402 1210 129 133 42 394 0 393 129 160 1212 456 1447 1447 480 160 1371 49 151 151 1 148
split_gain=6.67551e-06 2.91249e-05 2.87399e-05 1.40402e-05 1.31454e-05 1.22581e-05 8.12745e-06 1.8196e-05 8.06925e-06 1.65317e-05 7.8643e-06 1.37925e-05 1.78497e-05 1.21163e-05 6.64943e-05 1.54244e-05 1.24884e-05 1.05844e-05 2.2235e-05 2.33072e-05 2.19309e-05 5.46819e-05 3.20756e-05 2.1994e-05 8.62738e-05 7.66032e-05 2.71406e-05 2.37933e-05 2.99957e-05 1.75007e-05
threshold=0.087635000000000005 0.096900000000000014 0.088135000000000005 -0.011914999999999999 -0.10142499999999997 -0.080484999999999987 0.23509000000000002 0.12218000000000002 -0.45454999999999995 0.15724500000000002 0.10311000000000002 -0.015164999999999998 -0.14803999999999998 -0.10421499999999999 -0.086729999999999988 0.10358500000000001 -0.082304999999999975 -0.090484999999999996 0.087615000000000012 0.089295000000000013 -0.086359999999999978 -0.084894999999999984 0.087170000000000011 -0.081969999999999987 0.083235000000000017 0.084075000000000025 -0.52488999999999986 -0.085134999999999975 0.085475000000000009 -0.10069499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 -1 -2 7 8 -6 10 13 -12 -13 14 -10 16 -15 18 19 -18 22 -22 -19 25 26 27 -25 -23 -29 -28
right_child=1 -3 -4 -5 6 -7 -8 -9 9 -11 11 12 -14 15 -16 -17 17 20 -20 -21 21 23 -24 24 -26 -27 29 28 -30 -31
leaf_value=-7.1835836164469728e-05 8.4206081865468641e-05 0.00010871233380991422 -0.00010474180169033141 -4.3173831199965209e-05 4.5151583952630115e-05 2.8059322790500736e-06 -6.240635446461273e-05 9.5084192435024309e-05 -0.00017168971050483855 -7.5077938284569737e-05 7.8696709234089433e-05 -6.9797116554003546e-05 5.7587990555806429e-05 6.8999971845187246e-05 7.1487685669456951e-05 6.5470354415343287e-05 2.1922728296448653e-05 -7.5890131938649574e-06 -8.871854210848965e-05 -8.36918899784161e-05 -0.00013827703734287138 5.8083904623345016e-05 0.00015469047530565323 -0.00010977916620807567 0.00019071982569585089 -0.00018151708746670685 6.9419754469312133e-05 -9.6860568048309933e-05 4.2532502238128268e-05 -4.0342374042189487e-06
leaf_weight=26 37 30 22 25 38 37 21 20 23 30 34 22 22 25 22 35 416 29 21 22 31 40 21 24 23 31 33 38 26 1897
leaf_count=26 37 30 22 25 38 37 21 20 23 30 34 22 22 25 22 35 416 29 21 22 31 40 21 24 23 31 33 38 26 1897
internal_value=0 2.05109e-05 -1.3572e-06 2.16172e-05 -1.04281e-06 4.3506e-05 -4.17598e-07 2.77539e-08 -6.2713e-07 -1.23432e-06 -4.52903e-07 3.08601e-05 -6.10456e-06 -1.3388e-06 -5.2803e-05 -4.84858e-07 -1.34718e-06 -2.01033e-06 1.17986e-05 1.66179e-05 -4.90057e-06 -6.42807e-06 6.05684e-05 -4.49279e-06 -1.82612e-06 -4.35447e-05 -4.09253e-06 -2.41827e-06 -4.02321e-05 -2.77829e-06
internal_weight=0 151 121 99 2970 74 2944 2923 2903 2865 2835 78 44 2757 45 2712 2677 2652 459 438 2193 2143 50 2112 1977 135 1954 104 64 1930
internal_count=3121 151 121 99 2970 74 2944 2923 2903 2865 2835 78 44 2757 45 2712 2677 2652 459 438 2193 2143 50 2112 1977 135 1954 104 64 1930
is_linear=0
shrinkage=0.1


Tree=3495
num_leaves=31
num_cat=0
split_feature=421 9 13 33 9 130 1 50 153 12 133 474 471 1429 97 9 45 31 0 0 52 0 157 0 2 2 43 51 0 43
split_gain=6.78708e-06 1.93268e-05 2.40289e-05 2.27606e-05 1.63938e-05 7.07186e-06 1.46228e-05 7.87697e-06 2.76716e-05 2.42657e-05 2.67093e-05 2.22057e-05 1.24652e-05 1.59133e-05 8.02665e-06 1.80449e-05 9.67337e-06 9.06286e-06 8.46124e-06 1.24967e-05 3.14291e-05 1.1438e-05 4.0147e-05 1.25518e-05 2.3917e-05 1.58607e-05 1.0452e-05 3.86898e-05 6.23513e-05 1.88292e-05
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.0075049999999999987 -0.012019999999999998 0.087755000000000014 -0.23123999999999997 0.16540500000000002 -0.099524999999999988 0.08351500000000002 0.090695000000000012 0.089595000000000022 -0.26322499999999993 -0.086614999999999984 0.11023000000000001 -0.086464999999999986 -0.087589999999999987 0.094030000000000016 -1.0000000180025095e-35 0.22582000000000002 0.13134000000000004 0.096795000000000006 0.051010000000000007 -0.00078499999999999989 -0.0058249999999999994 0.088745000000000004 -1.0000000180025095e-35 0.084740000000000024 0.035765000000000012 -0.085134999999999975 0.066275000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 8 9 -7 -11 -9 -13 14 -14 -16 17 -17 19 21 -21 23 -23 25 -25 -19 29 -28 -29 -27
right_child=1 2 -4 4 -6 6 -8 11 -10 10 -12 12 13 -15 15 16 -18 18 -20 20 -22 22 -24 24 -26 26 27 28 -30 -31
leaf_value=-5.8067155041499067e-05 -9.5608428702689718e-05 7.327101775445045e-08 0.00014713103078975109 5.6089794882361529e-05 9.043775469763204e-05 7.2109588983303478e-05 -8.0243021258628806e-05 -8.4067417029132235e-05 0.00012097789231499216 2.1496087934150747e-05 -0.00011314608491375111 7.4685027489480995e-05 -6.1700427994808358e-05 -7.4575056438836091e-05 8.8563363264572976e-05 -5.1808400982708649e-05 -5.419801449203409e-05 8.9021259336732333e-05 -6.3876768836053087e-05 -1.7916163139781411e-05 0.00014391999417663709 4.6610200134354872e-05 -0.00011149026993532768 -4.0863118762069425e-05 8.3158714399663347e-05 9.1146402134998608e-07 -2.5332540196338184e-06 -0.00023489807733426463 1.1813694510194529e-05 9.3895996806994932e-05
leaf_weight=20 25 25 20 22 20 31 23 32 24 34 26 22 21 29 23 33 33 20 20 28 21 29 36 23 48 2155 215 20 21 22
leaf_count=20 25 25 20 22 20 31 23 32 24 34 26 22 21 29 23 33 33 20 20 28 21 29 36 23 48 2155 215 20 21 22
internal_value=0 3.7451e-07 6.54323e-05 -5.83474e-07 2.00301e-07 -3.99084e-07 -8.1486e-07 -1.98931e-07 2.54603e-05 2.68858e-07 -3.68489e-05 -1.23394e-06 -2.93652e-07 -8.83403e-07 -1.11344e-07 3.59486e-07 -3.8526e-07 2.74651e-07 9.2128e-07 1.41255e-06 5.14422e-05 4.65674e-07 -4.09531e-05 1.53232e-06 4.29826e-05 3.3258e-07 -3.96468e-07 -1.95099e-05 -0.000108534 1.85113e-06
internal_weight=0 3101 45 3056 3031 3011 2989 2966 115 91 60 2851 2819 2797 2768 2747 2724 2691 2658 2638 49 2589 65 2524 71 2453 2433 256 41 2177
internal_count=3121 3101 45 3056 3031 3011 2989 2966 115 91 60 2851 2819 2797 2768 2747 2724 2691 2658 2638 49 2589 65 2524 71 2453 2433 256 41 2177
is_linear=0
shrinkage=0.1


Tree=3496
num_leaves=31
num_cat=0
split_feature=1429 156 156 155 155 33 34 13 11 39 3 9 47 47 1 2 0 47 47 1453 51 1 13 16 2 4 0 131 1209 1208
split_gain=7.17498e-06 1.8375e-05 1.34455e-05 1.21915e-05 8.83839e-06 6.59495e-06 1.5858e-05 5.78961e-05 2.79862e-05 1.20209e-05 1.05128e-05 7.32975e-06 8.5114e-06 7.82828e-05 0.000133048 5.90426e-05 7.03657e-05 1.42775e-05 1.22772e-05 9.54225e-06 1.95795e-05 1.08495e-05 2.38764e-05 1.79465e-05 1.61584e-05 1.62256e-05 1.42007e-05 9.50162e-06 9.7628e-06 1.19484e-05
threshold=0.12521000000000002 0.3248100000000001 0.14171000000000003 0.11562500000000002 0.11023000000000001 0.085305000000000006 -0.057544999999999992 -0.0087749999999999981 -1.0000000180025095e-35 0.089790000000000023 -0.0080949999999999998 0.092235000000000011 0.092165000000000011 0.097970000000000015 0.093205000000000024 -1.0000000180025095e-35 -0.066689999999999985 0.089640000000000011 0.10154500000000001 -1.0000000180025095e-35 -0.41904999999999998 0.10727500000000002 -0.020934999999999999 -0.042349999999999992 0.11704500000000001 0.08184000000000001 -0.089019999999999974 0.13767000000000004 0.14268500000000003 0.10480500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 9 -8 -1 -7 12 15 14 -14 16 -10 27 -15 -20 -21 22 26 -24 -23 -26 -22 28 29 -17
right_child=-2 -3 -4 -5 -6 10 8 -9 11 -11 -12 -13 13 18 -16 17 -18 -19 19 20 21 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=3.3933068627650046e-05 5.9703429797082209e-05 -9.3609114507368463e-05 7.1858404743789633e-05 -5.6647310398865988e-05 6.6606367545318798e-05 -8.5725120089077608e-05 -0.00011852026898850454 0.00018653855163609564 0.00025470445245446172 -6.4447332925223958e-05 7.0876247124173318e-06 4.6339231480755298e-05 2.6171902512335994e-06 8.1422716903034598e-05 -0.0003303593696546159 1.2541226012623362e-06 -1.0560856317169965e-05 -7.8820862401461571e-05 6.5929335105465727e-05 -0.00010053032950963826 6.3622995682689016e-05 7.7178892589029448e-05 -0.00014283842247095891 -1.0478416952537374e-05 4.5528742053388024e-05 -6.4177659470050663e-05 -3.1631803170151625e-05 -6.5086806981443345e-05 7.0507382479263465e-05 -5.4549920232369543e-05
leaf_weight=27 20 21 26 38 20 23 20 21 20 23 26 34 30 20 20 2371 20 23 20 20 34 39 21 20 28 26 29 22 20 39
leaf_count=27 20 21 26 38 20 23 20 21 20 23 26 34 30 20 20 2371 20 23 20 20 34 39 21 20 28 26 29 22 20 39
internal_value=0 -3.85064e-07 2.50555e-07 -3.59073e-07 3.50128e-07 -9.21695e-08 5.12813e-07 4.72002e-05 -6.39762e-07 -1.13219e-05 -3.64775e-05 1.85732e-07 -3.70334e-07 -1.60892e-05 -0.000130573 1.54843e-06 0.000122072 -3.9942e-07 6.18397e-06 -1.65287e-07 -6.25696e-06 3.31394e-06 -1.8878e-05 -7.82726e-05 2.81308e-05 -7.29286e-06 1.97755e-05 3.36181e-07 9.28488e-07 3.5107e-07
internal_weight=0 3101 3080 3054 3016 2996 2947 71 2876 50 49 2856 2822 307 50 2515 40 2475 257 237 217 197 104 41 93 54 63 2452 2430 2410
internal_count=3121 3101 3080 3054 3016 2996 2947 71 2876 50 49 2856 2822 307 50 2515 40 2475 257 237 217 197 104 41 93 54 63 2452 2430 2410
is_linear=0
shrinkage=0.1


Tree=3497
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 16 49 132 1204 1429 156 45 150 2 15 447 12 130 10 0 15 3 11 1 1 9 10 31 2 447 44
split_gain=6.94728e-06 0.000190699 0.000115592 2.80991e-05 7.69626e-06 1.06706e-05 1.83761e-05 1.35001e-05 7.48209e-06 2.01945e-05 6.99637e-06 7.11517e-06 4.27376e-05 2.73188e-05 2.15183e-05 7.43197e-06 1.4079e-05 9.00166e-06 4.27354e-05 3.01037e-05 4.11167e-05 1.76387e-05 1.8805e-05 1.13635e-05 1.28613e-05 1.82514e-05 1.11518e-05 3.2127e-05 1.23194e-05 1.06477e-05
threshold=-0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 -0.097644999999999996 0.09567500000000001 -0.41127499999999995 -0.0030749999999999996 -0.23752499999999996 0.32523500000000005 -1.0000000180025095e-35 0.12640500000000002 0.11389000000000002 -0.026084999999999994 0.094005000000000019 0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.21699999999999997 -0.0049599999999999991 -1.0000000180025095e-35 0.15471500000000002 0.13968000000000003 0.088235000000000022 -0.0069899999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088380000000000014 0.099360000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 -6 -8 -4 10 -10 14 13 -13 15 16 -12 18 -18 -20 -21 -19 23 24 25 -23 -27 -28 29 -29
right_child=2 -3 8 -5 5 -7 7 -9 9 -11 11 12 -14 -15 -16 -17 17 21 19 20 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=5.1335334016281799e-05 -0.00022964525904337117 0.00029641253153055337 -6.0503081185743214e-05 -0.00012636230949283344 7.0380989115316589e-05 -7.079916378340082e-05 7.7491057499383504e-06 -7.001703719759142e-05 -5.6004819171820682e-05 0.00010100748011609539 7.4196072707239256e-05 0.0001088601121591637 -0.00015281597254215742 -5.6423890346195559e-05 9.3703299964545303e-05 -5.8756582369650941e-05 -0.00014886739436010629 9.4957294804771665e-05 -9.0767478610834348e-05 -2.7662104273049136e-05 0.00014435987460880521 8.9984953418657511e-05 -9.5907076829462322e-05 5.3659500702828736e-05 -6.9381813689408148e-05 -6.7344104657725748e-05 0.00010765493173364252 1.3822895434140881e-06 -6.1716336222161769e-05 -7.0141853107738171e-05
leaf_weight=24 22 22 20 20 30 24 65 34 22 20 26 20 20 20 25 21 23 20 23 33 24 23 20 41 26 24 28 2348 32 21
leaf_count=24 22 22 20 20 30 24 65 34 22 20 26 20 20 20 25 21 23 20 23 33 24 23 20 41 26 24 28 2348 32 21
internal_value=0 1.71746e-05 -1.29609e-06 -1.40093e-05 -1.31407e-06 -9.5728e-06 1.81816e-06 -1.89585e-05 4.48239e-07 8.74472e-07 1.6931e-07 6.07859e-07 -3.34599e-05 2.62181e-05 1.349e-06 5.04193e-07 9.63071e-07 2.54188e-07 -2.87361e-05 5.80169e-06 4.47682e-05 1.41021e-06 6.80226e-07 1.43986e-06 5.84141e-07 1.31884e-06 4.87482e-07 1.1577e-06 -8.42507e-08 7.48264e-07
internal_weight=0 219 2902 197 177 153 129 99 2880 2860 2840 2818 60 40 2758 2733 2712 2686 103 80 57 2583 2563 2543 2502 2476 2453 2429 2401 2369
internal_count=3121 219 2902 197 177 153 129 99 2880 2860 2840 2818 60 40 2758 2733 2712 2686 103 80 57 2583 2563 2543 2502 2476 2453 2429 2401 2369
is_linear=0
shrinkage=0.1


Tree=3498
num_leaves=31
num_cat=0
split_feature=130 10 0 10 16 34 34 0 9 0 2 106 147 150 447 0 1426 16 1374 1371 151 402 16 3 160 52 15 3 12 160
split_gain=8.04274e-06 2.3141e-05 2.71894e-05 1.43576e-05 4.45819e-05 7.68402e-05 1.11101e-05 5.52543e-05 1.25054e-05 3.07351e-05 8.95024e-06 8.4384e-06 7.46694e-06 3.39254e-05 1.83647e-05 1.13524e-05 8.91219e-06 9.34773e-06 5.21504e-05 4.10506e-05 4.05177e-05 3.02105e-05 3.71568e-05 2.66781e-05 2.09587e-05 3.8717e-05 4.57136e-05 9.77868e-05 5.83891e-05 3.2493e-05
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.011559999999999999 -0.056919999999999991 -0.078549999999999995 -0.057544999999999992 -0.068944999999999992 0.088235000000000022 -0.0058249999999999994 -0.080614999999999978 0.086340000000000014 0.095485000000000014 0.12083000000000001 0.089395000000000016 -0.26343999999999995 -0.094284999999999994 -0.0094449999999999968 0.087855000000000016 0.083235000000000017 -0.24462999999999999 0.10874500000000002 -0.0083599999999999976 -0.16726499999999997 -0.090484999999999996 -0.0087299999999999982 -0.015039999999999998 -0.059315 0.094225000000000017 -0.33012999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 7 -5 10 -10 -8 -9 14 -14 15 -12 -17 19 20 23 -19 22 -22 -18 29 -26 -27 28 -28 -24
right_child=1 3 -4 6 -6 -7 8 11 9 -11 12 -13 13 -15 -16 16 17 18 -20 -21 21 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=-6.3210742300725552e-05 -4.4349905995962521e-06 1.0121060084202328e-05 0.00015848225917579838 0.00017900071292388021 5.0620633652821809e-05 -0.00025285462332249155 6.7084338443237367e-05 -7.022722962574335e-05 -0.00013687454650773196 3.0281052287054166e-05 7.167758574889211e-05 2.0533348166888269e-05 -2.1903155523735529e-05 0.00014053573755518301 -7.3814717763846549e-05 6.1543568470211622e-05 9.32378028782325e-05 0.00013544284163799603 -0.00016470289833488919 0.00011562076128228682 -0.00011963873286966251 8.0138757176747609e-05 -2.3577999861884688e-05 -3.7735705888507765e-07 -2.9348687748590677e-06 3.4358747239151088e-05 -0.00010633682886691532 -0.00028136805297187742 6.4724020534589314e-05 8.7725139474059693e-05
leaf_weight=20 21 25 20 20 30 20 20 20 22 22 22 21 36 20 34 23 31 20 21 32 31 37 51 1689 612 38 56 22 31 54
leaf_count=20 21 25 20 20 30 20 20 20 22 22 22 21 36 20 34 23 31 20 21 32 31 37 51 1689 612 38 56 22 31 54
internal_value=0 4.07688e-07 7.50368e-05 -5.92245e-07 -4.3806e-05 -0.000106757 4.93526e-07 4.27323e-05 -3.87652e-07 -5.32967e-05 4.20682e-07 -2.37401e-05 -4.54977e-08 3.61107e-05 -7.67591e-07 1.29016e-07 -4.43789e-07 -9.66985e-07 -8.82622e-06 3.39776e-06 -5.38777e-06 -8.40988e-06 -1.20706e-05 1.30989e-06 -8.21104e-06 -1.4004e-05 -6.00876e-05 -9.30139e-05 -4.53841e-05 3.36636e-05
internal_weight=0 3101 41 3060 75 45 2985 61 2924 44 2880 41 2860 56 2804 2770 2748 2725 973 1752 952 932 895 1720 864 759 147 109 87 105
internal_count=3121 3101 41 3060 75 45 2985 61 2924 44 2880 41 2860 56 2804 2770 2748 2725 973 1752 952 932 895 1720 864 759 147 109 87 105
is_linear=0
shrinkage=0.1


Tree=3499
num_leaves=31
num_cat=0
split_feature=472 1429 11 0 11 12 132 1203 393 50 16 49 132 52 400 394 390 129 33 9 471 11 14 15 14 16 51 483 130 16
split_gain=7.41935e-06 1.21336e-05 7.22033e-06 3.33812e-05 1.52713e-05 2.50785e-05 7.89853e-06 0.000200523 9.5907e-05 3.6175e-05 8.11964e-06 9.19631e-06 1.81517e-05 1.26274e-05 1.15314e-05 7.9846e-06 2.73957e-05 9.78344e-06 7.68808e-06 9.86878e-06 7.39265e-06 9.84432e-06 1.21564e-05 2.83089e-05 1.60262e-05 9.17391e-06 6.07609e-05 2.06784e-05 2.77556e-05 2.0603e-05
threshold=-0.38234499999999999 -0.23587499999999997 0.095720000000000013 0.024095000000000002 0.086595000000000019 0.098810000000000023 -0.083284999999999984 0.089480000000000018 0.12679500000000002 0.093975000000000017 -0.097644999999999996 0.09567500000000001 -0.41127499999999995 0.084505000000000011 -0.016164999999999995 -0.12099999999999998 0.090020000000000017 0.10652500000000002 -0.009184999999999997 0.088235000000000022 0.10277000000000001 0.081365000000000007 0.080160000000000023 0.082685000000000022 0.019675000000000002 -0.15241499999999997 0.081440000000000026 0.098395000000000024 -0.010229999999999998 -0.095094999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -6 7 9 15 10 -3 12 -12 -14 -15 -8 17 18 -17 20 21 22 24 -24 25 26 27 28 -20 -27
right_child=1 2 3 -5 5 -7 8 -9 -10 -11 11 -13 13 14 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=-5.5386119250518587e-05 7.2791487669430515e-05 5.754941747992151e-05 1.7854010851200051e-05 -0.00013656013470608741 0.00010220117481165087 -3.7460879520949679e-05 4.7228791279069681e-05 0.00031151174631044605 -0.00022001191056915558 -0.00014129687621789345 7.4089547238794957e-05 -6.5680755426950304e-05 -7.5415477934897085e-05 3.5562571235156307e-05 -4.8089428533925318e-05 -5.2803873924338931e-05 -0.00011197785418268971 4.8544540159793279e-05 -0.0001198671650027708 4.9802169564244632e-05 5.8204645271568248e-05 -5.737959290854633e-05 0.00013302142092884011 -1.8563456582601898e-05 -7.1979536642174935e-05 3.4529668677020128e-05 -0.0001765537477198946 8.8729287050558599e-05 -3.3486569493899852e-06 -1.2398727304204783e-06
leaf_weight=24 23 22 42 21 36 20 35 21 20 20 28 23 27 45 26 28 22 41 22 39 21 31 22 28 32 176 22 22 289 1893
leaf_count=24 23 22 42 21 36 20 35 21 20 20 28 23 27 45 26 28 22 41 22 39 21 31 22 28 32 176 22 22 289 1893
internal_value=0 4.29208e-07 -1.12214e-07 -3.36174e-05 5.88823e-07 5.23219e-05 -3.91566e-07 1.82053e-05 -1.82887e-06 -1.40431e-05 8.40408e-07 -7.53273e-06 3.08159e-06 -1.72064e-05 4.92944e-06 -2.26353e-07 -8.44258e-07 7.28232e-08 -6.84259e-07 -1.22322e-07 -8.83485e-07 -1.37259e-06 -6.79763e-07 4.81339e-05 -1.67353e-06 -7.45394e-07 -1.55971e-05 -4.96335e-06 -1.15911e-05 1.80287e-06
internal_weight=0 3097 3074 63 3011 56 2955 212 2743 191 171 149 126 98 71 2723 2688 2666 2625 2597 2558 2537 2506 50 2456 2424 355 333 311 2069
internal_count=3121 3097 3074 63 3011 56 2955 212 2743 191 171 149 126 98 71 2723 2688 2666 2625 2597 2558 2537 2506 50 2456 2424 355 333 311 2069
is_linear=0
shrinkage=0.1


Tree=3500
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1429 130 12 1186 129 394 12 12 1212 1210 133 133 1210 12 133 12 42 3 0 42 49 12 0 1 12
split_gain=7.35836e-06 4.46846e-05 2.35748e-05 8.00092e-06 1.78284e-05 6.94433e-06 6.42218e-06 1.90909e-05 6.34898e-06 1.96663e-05 1.73052e-05 7.46138e-06 6.41806e-05 3.67304e-05 7.96821e-05 3.21797e-05 3.1426e-05 4.72464e-05 2.92405e-05 4.80918e-05 2.04098e-05 5.27273e-05 5.29601e-05 4.53421e-05 2.83698e-05 3.50345e-05 3.28137e-05 5.40531e-05 2.18283e-05 0.000106518
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 -0.23647499999999996 0.23631000000000002 0.089315000000000019 -0.077709999999999987 -0.10421499999999999 0.086420000000000011 0.086850000000000024 -0.08867499999999999 -0.08453999999999999 0.039215000000000007 0.18829500000000002 -1.0000000180025095e-35 0.087215000000000015 0.024320000000000005 0.084290000000000018 0.084695000000000006 -0.083784999999999984 -0.085544999999999982 0.088295000000000012 -0.0081349999999999981 0.085785000000000014 -0.089604999999999976 0.081315000000000012 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -7 8 9 -8 -11 13 15 -12 -15 -13 17 -16 19 -14 28 22 23 -22 25 -23 27 -27 -19 -30
right_child=1 3 -4 4 -6 6 7 -9 -10 10 11 12 18 14 16 -17 -18 20 -20 -21 21 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-5.4206905205762441e-06 0.00014668545475052228 -6.2745898030698303e-05 -0.00010512212581859247 -5.0411622324915059e-05 9.480836801230908e-05 -5.591852735960856e-05 -8.3713055729666463e-05 9.3736732080949218e-05 4.1934817717345952e-05 7.6054467596501735e-05 9.9996629592169492e-05 4.4024996033705842e-05 1.8111887917863594e-05 -0.00018173748416861952 0.00013056709632599872 0.00020695304715032266 -0.00012916238513298596 2.3877813097274876e-05 3.4105711432406205e-06 -0.00018910568490225293 7.5088261192749175e-05 -7.576588311349042e-05 -0.00020601548897372724 -0.00010286982803624663 -8.9480515787727203e-05 -1.8611561972647906e-05 -3.7763843371067194e-05 0.00017408261245863458 -2.1754135890028206e-06 -0.00023646700430617783
leaf_weight=195 21 20 27 27 20 20 28 22 36 30 32 27 24 26 26 22 20 285 1293 21 22 25 28 41 25 24 25 37 652 20
leaf_count=195 21 20 27 27 20 20 28 22 36 30 32 27 24 26 26 22 20 285 1293 21 22 25 28 41 25 24 25 37 652 20
internal_value=0 1.34368e-06 -1.75465e-05 2.83155e-07 7.24226e-07 6.11951e-08 5.45993e-07 9.50611e-07 2.13416e-07 -3.36153e-07 5.26898e-07 -3.2014e-07 4.76927e-06 -5.80074e-06 -8.49621e-06 0.000117176 -4.8342e-06 -2.77919e-06 6.52716e-07 -7.85896e-05 -5.7074e-06 -3.26653e-05 -9.15841e-05 -4.07257e-05 6.75826e-06 2.84337e-05 5.87242e-05 9.82685e-05 6.87008e-07 -9.14838e-06
internal_weight=0 2899 222 2878 2858 2838 2811 2791 2769 2733 2705 2675 1387 1288 1256 49 1230 1210 1338 45 1184 227 91 63 136 111 86 61 957 672
internal_count=3121 2899 222 2878 2858 2838 2811 2791 2769 2733 2705 2675 1387 1288 1256 49 1230 1210 1338 45 1184 227 91 63 136 111 86 61 957 672
is_linear=0
shrinkage=0.1


Tree=3501
num_leaves=31
num_cat=0
split_feature=472 1429 13 155 0 0 0 3 51 1 2 13 12 13 13 0 475 2 15 12 2 132 1204 2 2 4 4 12 0 1208
split_gain=7.71416e-06 1.13907e-05 6.31559e-06 4.07906e-05 3.89651e-05 1.86298e-05 2.8876e-05 2.65394e-05 2.00801e-05 3.12686e-05 3.12988e-05 1.33973e-05 2.65484e-05 3.52317e-05 1.92352e-05 1.65212e-05 1.15289e-05 1.59157e-05 1.20842e-05 2.20237e-05 1.02917e-05 8.87534e-05 0.000162365 7.13043e-05 4.99624e-05 3.08829e-05 0.000158366 6.1291e-05 6.01863e-05 4.57213e-05
threshold=-0.38234499999999999 -0.23587499999999997 0.095710000000000017 0.13782500000000003 0.12411500000000002 -0.094654999999999975 -0.084804999999999978 -0.094874999999999987 -0.22258499999999998 0.13686500000000004 0.084305000000000005 0.054800000000000008 0.086565000000000017 0.066795000000000007 0.043850000000000007 -0.082009999999999986 -0.072374999999999981 0.088930000000000023 0.092145000000000019 0.10408500000000002 0.083715000000000026 -0.083284999999999984 -0.081079999999999985 0.082850000000000021 0.083865000000000009 -0.083439999999999986 -0.081224999999999978 0.087830000000000005 -0.11991499999999998 0.092250000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 11 5 7 -7 -4 -8 10 -10 14 -13 15 20 -14 -12 -18 19 -19 21 -3 -23 25 -22 27 -27 -24 -28 -30
right_child=1 2 4 -5 -6 6 8 -9 9 -11 16 12 13 -15 -16 -17 17 18 -20 -21 24 22 23 -25 -26 26 28 -29 29 -31
leaf_value=-5.6475797100574711e-05 7.0549797142714106e-05 0.00016800222789135983 -4.196768688792684e-06 -0.00014384020498255269 0.00012188361928565429 -0.00011995718682142483 9.0904503444603926e-05 0.00014554048197169323 9.0938215571716716e-05 -0.0001280041608697502 -8.8730601491988635e-05 -0.00011278140747538514 1.6918805304158013e-05 6.9798064706029026e-05 9.4109738645122649e-05 -9.6438151942695392e-05 -7.8941194078652199e-05 0.00010114880100571037 -4.6766915911575783e-05 -3.5255850089015437e-05 -0.00015021005699805836 -0.00027130353153638893 -3.5834968567259836e-06 0.00014797201785970377 -1.9125779636156815e-06 0.00026287485531308145 0.00015204519047983922 -0.0002065930608296185 -5.9409825133814049e-07 -0.00014787405909208413
leaf_weight=24 23 34 29 20 30 22 22 20 33 20 20 31 20 37 22 36 22 29 20 20 23 21 58 36 1855 24 25 20 503 22
leaf_count=24 23 34 29 20 30 22 22 20 33 20 20 31 20 37 22 36 22 29 20 20 23 21 58 36 1855 24 25 20 503 22
internal_value=0 4.37658e-07 -8.69283e-08 -1.54147e-06 1.40379e-05 1.44889e-06 -1.16189e-05 5.69205e-05 1.19526e-06 -1.08389e-05 5.43405e-06 -5.12933e-07 -3.26378e-05 -5.92332e-06 9.94251e-07 -5.59535e-05 -1.99861e-05 -4.87743e-06 1.87371e-05 4.54734e-05 2.12664e-07 1.0175e-05 2.60646e-06 1.09671e-05 -3.72879e-06 3.40239e-06 1.14252e-05 -5.56372e-05 4.52853e-07 -6.76583e-06
internal_weight=0 3097 3074 2787 287 257 208 49 186 164 144 2767 124 93 2643 56 111 91 69 49 2621 743 709 688 1878 652 574 78 550 525
internal_count=3121 3097 3074 2787 287 257 208 49 186 164 144 2767 124 93 2643 56 111 91 69 49 2621 743 709 688 1878 652 574 78 550 525
is_linear=0
shrinkage=0.1


Tree=3502
num_leaves=31
num_cat=0
split_feature=132 393 1203 1429 155 16 155 2 1 121 376 10 0 9 131 131 51 51 16 0 0 16 51 13 1209 52 376 14 157 160
split_gain=8.07843e-06 3.47157e-05 2.01502e-05 8.08626e-06 1.70827e-05 1.14811e-05 3.20454e-05 3.14915e-05 9.10229e-06 2.2776e-05 9.87959e-06 1.02741e-05 5.77278e-05 2.49942e-05 9.78467e-06 9.07584e-06 9.23235e-06 3.86784e-05 2.12167e-05 3.33385e-05 6.13243e-05 5.48514e-05 5.07365e-05 2.65444e-05 1.94355e-05 1.17162e-05 1.07824e-05 1.46017e-05 4.34991e-05 3.16732e-05
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 -0.23752499999999996 0.14547000000000002 0.62682500000000008 0.11854500000000001 0.11067500000000001 0.16540500000000002 -0.094339999999999993 -0.18919999999999998 0.053330000000000009 -0.079829999999999998 0.08925000000000001 0.13602500000000003 0.12193000000000001 0.094075000000000006 0.090560000000000015 -0.14771999999999999 -0.083804999999999977 -0.07847999999999998 -0.083134999999999987 0.123935 -0.081829999999999986 0.12417500000000002 -0.012859999999999998 0.088720000000000007 -0.31455999999999995 -0.15918499999999997 -0.077459999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 8 -7 9 -5 -11 13 -13 14 15 16 17 24 -18 21 -21 23 -23 -20 26 -24 27 29 -29 -12
right_child=1 -3 -4 4 -6 7 -8 -9 -10 10 11 12 -14 -15 -16 -17 18 -19 19 20 -22 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-7.1744337951830135e-06 -6.2891155248507861e-05 0.00012951540785642075 -9.9350339822497821e-05 -9.7448980886838407e-05 7.4745988756823802e-05 1.5397352231397795e-05 0.00011378831150796031 -0.00012668304569580447 6.4118751800957736e-05 6.7139366295908653e-05 -1.8175066851164539e-05 -0.00017954372233361938 2.9420151613288536e-05 9.1534068645463169e-05 5.3831397819907801e-05 -6.6441525719017672e-05 8.8296814962834314e-05 -0.00010842642711983953 -0.00018639398961386178 0.00018091101352911212 7.5489263172704004e-06 0.000141294101983173 -9.6740548642628723e-05 -3.7535611885608017e-05 9.2571547429542999e-05 1.1500898181111553e-05 -6.7187713691964745e-05 -0.00014912646707671229 -9.4688351434401227e-07 0.00014921250049155789
leaf_weight=195 20 21 27 24 31 39 25 26 22 22 26 20 39 30 33 21 36 34 25 25 111 24 20 23 22 20 25 20 2095 20
leaf_count=195 20 21 27 24 31 39 25 26 22 22 26 20 39 30 33 21 36 34 25 25 111 24 20 23 22 20 25 20 2095 20
internal_value=0 1.4079e-06 -1.8385e-05 4.7313e-07 9.16547e-07 1.06956e-07 1.08459e-06 -4.14348e-05 5.51405e-08 -4.63975e-07 4.00997e-07 -1.49113e-07 -4.14151e-05 7.83718e-07 -2.71518e-07 -9.72498e-07 -4.28219e-07 -2.57991e-06 1.65581e-05 6.14437e-06 3.9417e-05 -3.42581e-05 2.63479e-05 -0.000115066 -9.50032e-07 -4.26198e-05 -1.89124e-06 -1.13584e-06 -2.34811e-06 5.46021e-05
internal_weight=0 2899 222 2878 2858 2827 2762 65 2737 2715 2691 2669 59 2610 2580 2547 2526 2242 284 248 136 112 64 48 2208 40 2186 2161 2115 46
internal_count=3121 2899 222 2878 2858 2827 2762 65 2737 2715 2691 2669 59 2610 2580 2547 2526 2242 284 248 136 112 64 48 2208 40 2186 2161 2115 46
is_linear=0
shrinkage=0.1


Tree=3503
num_leaves=31
num_cat=0
split_feature=156 475 130 40 120 12 142 11 4 1 45 474 151 150 447 150 151 33 34 34 9 9 40 151 150 2 151 1365 2 457
split_gain=7.41296e-06 9.95148e-06 7.2712e-06 1.3415e-05 1.16711e-05 8.97131e-06 1.91094e-05 2.35794e-05 1.7887e-05 1.11424e-05 1.53015e-05 1.08714e-05 1.36086e-05 2.66637e-05 2.50547e-05 1.77369e-05 2.55333e-05 1.01076e-05 1.29047e-05 2.27778e-05 9.88839e-06 1.72108e-05 9.43436e-06 3.1958e-05 1.14656e-05 1.96705e-05 1.60998e-05 1.43456e-05 9.00455e-06 9.02092e-06
threshold=0.3248100000000001 0.13528000000000004 -0.23123999999999997 -0.24290999999999999 0.093680000000000013 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 0.022185000000000003 0.15799000000000005 0.084355000000000013 0.11421000000000002 0.099460000000000007 0.12640500000000002 0.094005000000000019 0.10314000000000002 0.22564000000000003 -0.018454999999999996 -0.097449999999999981 -0.084564999999999987 0.092235000000000011 0.085355000000000014 -0.083564999999999987 -0.08212499999999999 -0.088479999999999989 0.086950000000000013 -0.091299999999999978 0.085130000000000025 -0.0050599999999999994 -0.087749999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8 -7 10 11 12 13 14 17 -14 -17 -9 -19 -20 21 22 23 -21 25 -24 -27 28 -26 -30
right_child=-2 -3 3 4 -6 8 7 9 -10 -11 -12 -13 15 -15 -16 16 -18 18 19 20 -22 -23 24 -25 27 26 -28 -29 29 -31
leaf_value=5.5967430671444167e-05 -5.6562123885985629e-05 6.9025161965761248e-05 -8.2100905847255485e-05 9.1104217932772144e-05 7.26389968804142e-05 1.8591185691643899e-06 -0.00010354127880418673 6.7161993303505545e-05 -0.0001131397687935359 -7.052022923413792e-05 6.3954446929863863e-05 -7.3391692858422182e-05 -6.470748317392114e-06 -8.992728511326608e-05 0.00010931065232961416 0.00016819924014271239 8.4079142834525568e-06 7.9127505559881681e-05 -0.00010058474749119183 -0.00013470546866962898 5.7435797197254507e-05 -9.3690114299533887e-05 -4.7013435905682852e-05 2.1861611708118291e-05 4.9458492665305842e-05 1.2231289454373636e-05 0.00011867124571532866 -8.5222572815837343e-05 -4.5789989144395804e-05 -8.8832016802932259e-08
leaf_weight=23 23 21 20 23 22 38 22 22 21 22 38 20 39 33 21 20 20 20 23 22 29 20 20 32 36 27 30 20 44 2350
leaf_count=23 23 21 20 23 22 38 22 22 21 22 38 20 39 33 21 20 20 20 23 22 29 20 20 32 36 27 30 20 44 2350
internal_value=0 4.19923e-07 -4.8296e-08 -4.70156e-07 6.795e-08 -4.62117e-07 3.0931e-07 -4.03415e-07 -3.90727e-05 3.76858e-07 9.17307e-07 7.62213e-08 5.95796e-07 -5.80164e-07 5.05423e-07 4.15163e-05 8.83036e-05 -3.4241e-07 -8.98002e-07 -1.50129e-06 -6.34776e-07 -1.28224e-06 -5.66174e-07 -4.1925e-05 3.17631e-07 3.83132e-05 6.82523e-05 -8.76514e-07 -1.82308e-07 -9.28786e-07
internal_weight=0 3098 3077 3054 3034 3012 2953 2930 59 2908 2886 2848 2828 2749 2716 79 40 2695 2673 2653 2630 2601 2581 54 2527 77 57 2450 2430 2394
internal_count=3121 3098 3077 3054 3034 3012 2953 2930 59 2908 2886 2848 2828 2749 2716 79 40 2695 2673 2653 2630 2601 2581 54 2527 77 57 2450 2430 2394
is_linear=0
shrinkage=0.1


Tree=3504
num_leaves=31
num_cat=0
split_feature=448 0 46 1428 473 471 155 42 52 52 52 403 15 13 12 4 13 13 13 42 159 131 52 12 43 1447 12 403 2 403
split_gain=6.87864e-06 2.05454e-05 7.36815e-06 1.12254e-05 1.79896e-05 9.57928e-06 9.36449e-06 7.05686e-06 6.92269e-06 6.03576e-05 1.9554e-05 2.57714e-05 2.25479e-05 1.9469e-05 6.58977e-05 8.05259e-05 3.44018e-05 3.38567e-05 6.47416e-05 2.90451e-05 3.24871e-05 2.37233e-05 2.85497e-05 2.30303e-05 1.87416e-05 1.774e-05 7.26909e-05 5.85453e-05 4.86468e-05 3.46215e-05
threshold=0.068920000000000023 -0.26609999999999995 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 0.14230000000000001 0.22070000000000004 0.096795000000000006 0.10160000000000001 0.10611000000000001 -0.44023999999999991 0.091915000000000011 -0.077944999999999987 0.091715000000000005 -0.049534999999999989 -0.076599999999999988 -0.081434999999999994 -0.083499999999999977 0.087550000000000017 -0.025879999999999997 0.083410000000000026 0.11434500000000002 0.087925000000000017 -0.011694999999999999 -0.085684999999999997 0.083985000000000018 -0.55276999999999987 0.087625000000000022 -0.53960999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 8 25 -10 12 -12 -11 14 17 -16 -15 18 19 20 -13 22 -18 -21 -22 26 -7 -27 -28 -29
right_child=-2 2 -4 4 5 6 -8 -9 9 10 11 13 -14 16 15 -17 21 -19 -20 23 24 -23 -24 -25 -26 27 28 29 -30 -31
leaf_value=9.6671157734817825e-05 -5.8457500308577444e-05 -5.9773156446496503e-05 4.345033718747896e-05 9.4293817383004353e-05 -6.6606992219352503e-05 0.0001736908510730277 6.4623886778876615e-05 5.556241052214649e-05 -0.00014678821967062242 0.00013901596106734361 -0.00011210761767079417 -5.5632091324306595e-05 -1.1143459123559297e-05 -0.00014635489150393932 0.00027386365891288736 1.4817426878532086e-05 -0.00012968221993145087 -0.00010079393301459598 0.0001537034521439077 -7.5196908761022823e-06 0.00012662945880071707 7.1885004832312983e-05 -1.0971287911696195e-05 -0.00013586007984925125 5.1786619224003516e-06 -0.00014417270995181752 -0.00012008460043244458 0.00010627475919224503 7.7348406117986698e-05 -1.4832680013728227e-07
leaf_weight=22 20 32 38 20 22 29 22 22 31 20 23 35 20 21 20 30 23 34 26 27 27 29 170 29 24 28 26 31 24 2196
leaf_count=22 20 32 38 20 22 29 22 22 31 20 23 35 20 21 20 30 23 34 26 27 27 29 170 29 24 28 26 31 24 2196
internal_value=0 3.77018e-07 -3.11021e-07 -8.57858e-07 -2.31308e-07 -8.63795e-07 -3.76315e-07 -8.61886e-07 -1.28656e-06 -1.09742e-05 -3.42893e-06 -8.63088e-06 6.39363e-05 -3.82287e-06 1.56519e-05 0.000118436 -2.40189e-05 -9.78969e-06 8.62783e-06 -1.79353e-05 1.856e-05 -1.24466e-05 -2.51182e-05 -7.39817e-05 6.94761e-05 1.15816e-06 4.77367e-05 -4.73634e-07 -2.53168e-05 1.33309e-06
internal_weight=0 3101 3079 3041 3009 2989 2967 2945 2923 589 558 518 40 495 252 50 243 202 168 142 86 222 193 56 51 2334 79 2255 50 2227
internal_count=3121 3101 3079 3041 3009 2989 2967 2945 2923 589 558 518 40 495 252 50 243 202 168 142 86 222 193 56 51 2334 79 2255 50 2227
is_linear=0
shrinkage=0.1


Tree=3505
num_leaves=31
num_cat=0
split_feature=158 1455 1 43 15 160 1456 482 1 12 482 483 482 158 2 132 1186 2 132 2 14 2 1208 403 1 1 1 15 13 0
split_gain=7.65908e-06 9.5629e-06 3.44902e-05 4.55414e-05 4.7212e-05 4.75457e-05 1.37004e-05 1.26455e-05 5.31316e-05 4.16996e-05 3.43491e-05 6.03556e-05 4.62725e-05 9.79393e-06 9.52546e-06 8.00687e-05 0.000246691 6.72462e-05 4.70013e-05 4.22886e-05 3.45566e-05 2.99878e-05 2.80536e-05 4.66003e-05 2.58219e-05 2.36585e-05 0.000149031 8.32137e-05 0.000318927 7.49714e-05
threshold=-0.47382999999999992 -0.037084999999999993 0.091900000000000023 -0.013024999999999998 -0.067579999999999987 0.043720000000000009 0.12676500000000004 0.098465000000000011 0.16540500000000002 0.094375000000000014 0.089745000000000005 0.086010000000000017 0.087870000000000018 -0.25150999999999996 0.083715000000000026 -0.083284999999999984 0.049580000000000006 0.082850000000000021 -0.013219999999999997 0.083935000000000023 0.078745000000000009 0.079055000000000014 0.10233500000000001 -0.45015499999999992 0.085605000000000014 0.091535000000000019 0.092695000000000013 -0.10203999999999998 -1.0000000180025095e-35 -0.082184999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 10 -9 12 -12 13 -3 15 -15 17 18 -17 -16 21 22 23 -20 -25 -26 -27 28 -28 -29
right_child=1 6 -4 -5 -6 -7 -8 9 -10 -11 11 -13 -14 14 19 16 -18 -19 20 -21 -22 -23 -24 24 25 26 27 29 -30 -31
leaf_value=-5.4048685062578159e-05 7.2611533920280627e-05 -5.1867540437595185e-05 0.00012312075770500212 -0.00011739343748195097 0.00015016163256950676 -0.00013149405484520166 -7.9307756128731531e-05 1.3410409850393988e-05 0.00014599498914321884 -0.00016343614024663113 1.4988568025352113e-05 -0.00020193048088834118 0.00014895149085662393 0.00014982078435609881 -0.00012279559899791914 0.00015715990302851425 -0.00032694390230186734 0.00015482775606869839 -0.00014680363194863525 -1.16305187204906e-06 -0.00012468056738725863 9.564504183280016e-05 0.00011094284352359617 -8.522699235982146e-05 4.2558049378477749e-05 -0.00026461072577928593 -6.3426481527783795e-06 -0.00014193730116117919 0.00043269952979504267 4.575304411514725e-06
leaf_weight=26 25 36 29 25 25 21 22 40 25 20 29 23 21 39 29 20 22 32 22 1993 21 35 22 32 138 21 78 43 21 186
leaf_count=26 25 36 29 25 25 21 22 40 25 20 29 23 21 39 29 20 22 32 22 1993 21 35 22 32 138 21 78 43 21 186
internal_value=0 4.54044e-07 2.7549e-05 -1.32169e-06 3.95486e-05 -2.05671e-05 -6.86314e-07 -9.95871e-08 8.44433e-07 -4.55384e-05 -4.23036e-07 -8.09564e-05 1.06673e-06 -4.63799e-08 6.31021e-07 1.04056e-05 2.55968e-06 1.33631e-05 6.27877e-06 -2.90753e-06 1.40377e-06 5.83148e-06 2.48047e-07 -4.2534e-06 1.78919e-06 7.50688e-06 -6.35289e-06 1.01819e-05 8.67875e-05 -2.29358e-05
internal_weight=0 3095 125 96 71 46 2970 2948 2888 60 2863 52 2811 2790 2754 732 693 671 639 2022 619 598 563 541 519 487 349 328 99 229
internal_count=3121 3095 125 96 71 46 2970 2948 2888 60 2863 52 2811 2790 2754 732 693 671 639 2022 619 598 563 541 519 487 349 328 99 229
is_linear=0
shrinkage=0.1


Tree=3506
num_leaves=31
num_cat=0
split_feature=132 1185 132 45 50 11 9 10 39 9 1 12 1210 12 0 12 13 403 13 160 12 13 151 132 43 0 16 1213 403 4
split_gain=7.73279e-06 3.22785e-05 1.71606e-05 8.65944e-06 8.56792e-06 7.91899e-06 1.6562e-05 2.85205e-05 5.216e-05 2.29862e-05 2.1868e-05 8.30639e-06 5.28816e-05 5.0303e-05 0.000130125 3.22175e-05 2.6595e-05 4.47471e-05 4.47295e-05 3.65684e-05 3.3506e-05 2.94815e-05 2.87512e-05 3.09053e-05 3.29142e-05 7.32141e-05 3.57372e-05 3.09457e-05 4.73745e-05 3.29234e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 -0.067109999999999989 0.09227500000000001 -0.011194999999999998 0.092235000000000011 0.0036750000000000007 0.087880000000000014 0.086220000000000005 0.13332000000000002 0.085355000000000014 -0.087109999999999979 0.085635000000000003 -0.086234999999999992 0.085955000000000018 -0.081829999999999986 -0.34918499999999997 -0.081224999999999978 -0.53379499999999991 0.086420000000000011 -0.082574999999999982 -0.091174999999999992 0.089075000000000015 -0.010739999999999998 -0.077999999999999986 -0.088909999999999989 -0.0057349999999999996 -0.0031149999999999997 -0.069389999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 -1 -5 7 9 -9 11 -8 12 -7 14 -13 -15 17 -17 -18 -20 -21 22 -19 24 25 -24 -26 28 -28 -29
right_child=1 3 -4 5 -6 6 10 8 -10 -11 -12 13 -14 15 -16 16 18 21 19 20 -22 -23 23 -25 26 -27 27 29 -30 -31
leaf_value=-5.8949646458226243e-07 0.00012490625861876953 -6.5095504251075912e-05 -0.00010181621255469509 5.6969625060446567e-05 -6.1158141977136481e-05 -0.00016305801885512969 -0.00013404539090732301 0.00020087957338546403 -1.3926159534513809e-05 -0.00010415135901504463 1.0268954879609825e-05 -6.5955772437778902e-05 -2.8121893760863147e-06 -9.2394230804140025e-05 0.00028205628834918821 0.00017136802882305348 -0.00013592411726131103 0.00012708885053143605 0.00010823732261390736 -0.00011584020998830406 -8.9710571760110788e-07 0.00010367052734206508 -9.2475603040791038e-06 0.00012184872501252574 -1.8900390143751922e-05 -0.00020442920034507886 -0.00010238288450182154 0.00020997357385870905 0.00010233202850101337 3.8521161548574342e-05
leaf_weight=173 21 20 22 25 27 21 21 20 26 21 21 21 1064 35 22 20 25 20 30 26 1031 37 152 21 86 22 20 24 26 21
leaf_count=173 21 20 22 25 27 21 21 20 26 21 21 21 1064 35 22 20 25 20 30 26 1031 37 152 21 86 22 20 24 26 21
internal_value=0 1.37743e-06 -1.79874e-05 4.76075e-07 -8.76626e-06 9.34939e-07 4.40457e-07 1.3784e-06 7.94676e-05 6.98027e-08 -6.18882e-05 8.7327e-07 -5.91372e-06 5.36618e-06 0.000112097 2.49061e-06 4.61807e-06 2.51594e-05 -3.67603e-06 -6.34445e-07 -3.72447e-06 1.83431e-05 1.02892e-05 4.00969e-06 -3.04051e-06 -3.39257e-05 2.73212e-05 7.10031e-05 1.33255e-05 0.000129962
internal_weight=0 2899 222 2878 200 2858 2833 2791 46 2745 42 2724 1085 1639 43 1596 1561 449 1112 1087 1057 429 392 372 351 174 177 91 46 45
internal_count=3121 2899 222 2878 200 2858 2833 2791 46 2745 42 2724 1085 1639 43 1596 1561 449 1112 1087 1057 429 392 372 351 174 177 91 46 45
is_linear=0
shrinkage=0.1


Tree=3507
num_leaves=31
num_cat=0
split_feature=10 12 39 9 34 12 12 45 52 1 40 12 124 0 51 10 3 1427 156 155 1 1 1 1 0 1 1 1 12 1
split_gain=7.15096e-06 4.35053e-05 2.38912e-05 1.3976e-05 7.14717e-06 8.89739e-06 4.42722e-05 1.8352e-05 1.43847e-05 2.17109e-05 3.01226e-05 2.79454e-05 1.98589e-05 1.80789e-05 1.77585e-05 1.2572e-05 1.16602e-05 9.91489e-06 1.34378e-05 1.71244e-05 1.09947e-05 3.94474e-05 3.86981e-05 5.27073e-05 3.28797e-05 3.10385e-05 3.84245e-05 8.27541e-05 7.21886e-05 2.377e-05
threshold=0.053330000000000009 -0.010834999999999999 0.089790000000000023 0.08925000000000001 -0.086059999999999984 -0.010834999999999999 -0.040564999999999997 0.084355000000000013 -0.090114999999999987 0.10684 -0.070304999999999992 -0.095379999999999979 -0.086114999999999983 -0.078904999999999989 -0.22258499999999998 -0.0093599999999999985 -0.0069549999999999994 0.094675000000000023 0.3248100000000001 0.14230000000000001 0.10293500000000001 0.10612500000000001 0.10708500000000001 0.11039500000000001 -0.072594999999999979 0.096255000000000021 0.094090000000000021 0.093205000000000024 0.095175000000000023 0.11212500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 8 15 14 10 11 -10 -11 -13 -6 -7 -16 18 19 20 25 24 -23 -24 -22 26 27 -17 -28 -25
right_child=1 -3 -4 -5 5 7 -8 -9 9 12 -12 13 -14 -15 16 17 -18 -19 -20 -21 21 22 23 29 -26 -27 28 -29 -30 -31
leaf_value=5.962292836557027e-05 9.3175393396030326e-05 -0.00012642733899752032 -5.2201743753812482e-05 6.5475605758062247e-05 -2.5082996831644841e-05 6.0229434904093589e-05 -0.00013363917482663587 7.5743877448875355e-05 6.5437902130200271e-05 0.00010181486846704501 -0.0001437026144860563 -0.00011667617039035708 -5.4491190346039187e-06 -1.9912171679876605e-06 0.00013192272136620885 -6.7448448947354607e-07 2.6423069688131694e-05 6.6734393807233908e-05 -7.8503384297205647e-05 8.9916351962095913e-05 -0.00019163000661964443 0.0001304440736566903 -0.00011139459779572106 0.00010720230957737104 -2.4007776286453009e-05 5.7474301045582857e-05 -0.00021235268480571299 0.00019434077297443184 2.8153859155001835e-05 -4.3100368663583372e-06
leaf_weight=20 26 29 20 33 29 35 29 33 26 20 26 28 126 27 20 1992 22 22 22 21 22 20 46 21 25 96 24 22 26 213
leaf_count=20 26 29 20 33 29 35 29 33 26 20 26 28 126 27 20 1992 22 22 22 21 22 20 46 21 25 96 24 22 26 213
internal_value=0 -3.05049e-05 2.99679e-05 7.51111e-07 4.22138e-08 -3.5592e-07 -1.52664e-05 1.6378e-06 -4.67134e-06 -1.58335e-05 -5.00521e-05 -1.99915e-05 9.24458e-06 -6.03763e-05 3.51036e-05 6.99745e-07 7.6661e-05 -1.1034e-07 -6.8704e-07 -9.84091e-09 -7.63112e-07 -1.72856e-05 -3.9402e-06 -1.35391e-05 -0.000102469 1.8912e-06 -6.9406e-07 1.45577e-06 -8.72893e-05 5.69748e-06
internal_weight=0 75 46 3046 3013 2993 353 2640 324 253 107 81 146 55 71 2607 42 2572 2550 2528 2507 347 300 280 47 2160 2064 2014 50 234
internal_count=3121 75 46 3046 3013 2993 353 2640 324 253 107 81 146 55 71 2607 42 2572 2550 2528 2507 347 300 280 47 2160 2064 2014 50 234
is_linear=0
shrinkage=0.1


Tree=3508
num_leaves=31
num_cat=0
split_feature=130 121 1185 1185 1212 2 129 390 1186 4 394 0 16 16 52 16 42 402 0 16 3 16 16 403 16 1212 4 15 43 10
split_gain=6.33376e-06 1.77317e-05 6.34922e-06 1.46821e-05 3.0939e-05 9.74842e-06 7.98118e-06 1.68349e-05 1.11825e-05 3.06198e-05 2.5358e-05 1.09291e-05 8.01763e-06 6.16074e-05 4.15769e-05 2.44974e-05 9.66603e-05 2.53265e-05 1.97847e-05 7.7213e-05 8.69095e-05 5.83057e-05 4.92906e-05 8.23768e-05 3.44049e-05 2.06005e-05 3.68227e-05 0.000100291 3.6902e-05 1.8496e-05
threshold=-0.23647499999999996 -0.081149999999999986 1.0000000180025095e-35 0.087380000000000013 0.089995000000000019 0.084055000000000005 -0.084544999999999981 0.087590000000000015 0.062435000000000011 -0.029144999999999997 0.15288500000000002 0.22582000000000002 -0.083134999999999987 -0.08453999999999999 -0.083374999999999991 -0.082179999999999989 -0.088249999999999981 0.14722000000000005 -0.083804999999999977 -0.088159999999999988 -0.082154999999999992 -0.08947999999999999 -0.088704999999999992 -1.0000000180025095e-35 -0.091114999999999988 0.058525000000000008 -0.016304999999999997 0.083935000000000023 -0.0047449999999999992 0.053330000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 -3 8 10 -10 11 12 13 14 -8 16 -14 29 19 21 -21 24 -20 -24 25 26 27 -16 -29 -17
right_child=1 2 3 4 -6 -7 7 -9 9 -11 -12 -13 15 -15 18 17 -18 -19 22 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-5.6094437695719535e-05 6.9174292336872495e-05 -5.868602086896621e-05 0.00010131992734386587 -9.3025010539263145e-05 0.00010138737614562905 -6.0494185891002417e-07 0.00011139980621616513 7.2519668714038179e-05 -0.00014234153979487019 2.8620323899469278e-05 0.00011139367365103682 -7.5264295592205609e-05 -6.520458036507278e-05 -0.00016348794958321379 -0.00027051306085922993 3.5841171770287928e-06 0.00023153590653756902 -9.5219007548789878e-05 -6.291405441602582e-06 -7.0376179064624018e-06 -0.00027345097063668312 0.00013385237143666019 0.00024943347538779068 -2.4223313250166195e-05 -0.00011815561743484674 5.7447218287879052e-05 -3.2099208822912041e-06 -0.00011070758133168316 5.9892164631492055e-05 -7.9803282440277852e-05
leaf_weight=20 37 24 20 21 22 25 30 31 20 22 20 20 23 25 20 1794 21 27 168 25 24 28 22 22 30 44 456 21 32 27
leaf_count=20 37 24 20 21 22 25 30 31 20 22 20 20 23 25 20 1794 21 27 168 25 24 28 22 22 30 44 456 21 32 27
internal_value=0 3.61787e-07 -4.69173e-07 2.60031e-05 3.85108e-06 -4.27967e-05 -1.25196e-06 -7.85011e-07 -1.56298e-06 -5.27901e-05 -8.15658e-07 -1.60061e-06 -1.08167e-06 -8.59316e-06 -4.39319e-06 2.67804e-06 7.64216e-05 9.22243e-07 -8.28757e-06 -1.66032e-05 -0.000137526 -7.21303e-06 1.83852e-05 0.000112605 -1.37633e-05 -8.29776e-06 -1.37662e-05 -7.97065e-05 -7.70396e-06 2.34773e-06
internal_weight=0 3101 3064 88 68 46 2976 2952 2921 42 2879 2859 2839 947 922 1892 44 1848 892 680 49 631 212 44 603 573 529 73 53 1821
internal_count=3121 3101 3064 88 68 46 2976 2952 2921 42 2879 2859 2839 947 922 1892 44 1848 892 680 49 631 212 44 603 573 529 73 53 1821
is_linear=0
shrinkage=0.1


Tree=3509
num_leaves=31
num_cat=0
split_feature=45 11 49 33 43 43 51 0 43 43 43 16 401 132 1186 1211 1211 15 43 1203 42 400 132 133 0 15 2 43 1209 43
split_gain=6.5406e-06 3.39308e-05 2.93077e-05 1.52415e-05 7.36256e-06 4.08012e-05 3.32778e-05 8.69171e-05 2.70374e-05 2.60746e-05 2.44298e-05 2.0983e-05 2.02986e-05 1.93817e-05 0.000176595 0.00017338 2.55014e-05 1.67808e-05 1.46152e-05 1.32372e-05 1.18512e-05 1.35457e-05 1.60874e-05 1.99725e-05 1.5632e-05 3.26521e-05 1.61771e-05 1.45681e-05 1.01749e-05 5.98028e-05
threshold=0.094030000000000016 -0.011194999999999998 0.13087000000000001 -0.012019999999999998 0.060960000000000007 0.055925000000000009 0.035765000000000012 -0.086934999999999985 0.05259500000000001 0.066275000000000014 0.093175000000000022 -0.080789999999999987 -0.41128499999999996 -0.083284999999999984 1.0000000180025095e-35 0.11048500000000001 0.087635000000000005 0.084905000000000022 0.016310000000000002 0.084375000000000019 -0.074124999999999983 0.10782000000000001 -0.1075 0.09635500000000001 -0.10151999999999999 0.090325000000000003 0.092480000000000021 0.51292500000000019 -0.077594999999999983 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 8 9 -8 12 -6 11 -11 -5 14 17 16 18 19 28 -14 -12 22 27 24 -24 26 -26 -22 29 -15
right_child=2 3 -4 4 6 -7 7 -9 -10 10 20 -13 13 15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0001142830091479342 -0.0001263125886907801 -7.9817413249353802e-05 4.2831945549031458e-05 9.3153954124621441e-05 -9.3136265097980091e-05 0.00011800872660160168 -0.00025083894228373539 1.3352331370697358e-05 -0.00011510298179928213 0.00014885380799006229 4.6548780333885076e-05 1.0597117247728066e-05 -4.0044886118266733e-05 -1.4684791840409164e-05 0.00030291615597282848 -0.00027437100159105561 9.4693935521906412e-05 -9.9501769436756153e-05 -6.2881405425782881e-05 4.5743616076809277e-05 9.9596746076713322e-05 -9.1746426514873752e-05 8.719192334995438e-06 5.6769982396732449e-05 3.6648106167073524e-05 -0.00016669060580328654 -7.5235564664970822e-05 -7.4809819462071008e-06 8.68052044479428e-08 0.00018138827934827923
leaf_weight=26 20 24 21 24 28 30 20 33 20 21 39 23 35 60 21 23 29 20 36 37 24 20 42 26 24 23 28 27 2296 21
leaf_count=26 20 24 21 24 28 30 20 33 20 21 39 23 35 60 21 23 29 20 36 37 24 20 42 26 24 23 28 27 2296 21
internal_value=0 5.28189e-07 -3.96776e-05 -4.40254e-07 1.88476e-07 2.0495e-06 -1.28682e-05 -8.63425e-05 7.22736e-07 -8.86283e-07 7.81068e-06 7.65833e-05 1.61302e-06 7.60814e-07 4.12579e-05 -1.09565e-06 1.4782e-06 -1.84684e-05 3.57912e-07 4.04087e-06 -4.14976e-06 -1.33892e-05 -5.31116e-06 -2.25084e-05 -4.01258e-05 -6.7479e-05 -2.35969e-05 4.29085e-05 1.31568e-06 3.6149e-05
internal_weight=0 3080 41 3054 3030 2652 378 53 2622 325 297 44 2602 2578 113 2465 2442 92 2413 72 253 214 194 143 117 75 52 51 2377 81
internal_count=3121 3080 41 3054 3030 2652 378 53 2622 325 297 44 2602 2578 113 2465 2442 92 2413 72 253 214 194 143 117 75 52 51 2377 81
is_linear=0
shrinkage=0.1


Tree=3510
num_leaves=31
num_cat=0
split_feature=132 394 132 403 130 2 2 4 132 52 142 1374 150 150 42 448 483 447 1375 0 0 479 158 481 159 159 42 159 42 0
split_gain=6.63153e-06 2.97731e-05 2.07345e-05 8.90588e-06 8.29763e-06 1.99306e-05 1.4332e-05 1.45411e-05 1.08373e-05 7.48869e-06 7.00085e-06 7.19261e-06 4.56319e-05 9.13614e-06 3.59673e-05 1.61103e-05 1.29668e-05 1.37458e-05 8.7693e-06 1.82661e-05 1.38315e-05 8.79111e-06 1.9576e-05 1.1795e-05 8.84014e-06 2.26864e-05 2.1134e-05 2.14308e-05 2.51128e-05 3.66352e-05
threshold=-0.083174999999999985 0.11233000000000001 -0.084644999999999984 -0.090774999999999981 0.096010000000000012 0.097385000000000013 0.10222000000000002 0.0082450000000000006 -0.14169499999999999 0.085310000000000011 -1.0000000180025095e-35 0.089635000000000006 0.090480000000000019 0.12640500000000002 0.088670000000000013 0.056825000000000007 -0.47356499999999996 0.09290000000000001 0.08517000000000001 -0.089604999999999976 -0.084044999999999995 0.10769500000000001 0.13634500000000002 0.11290000000000001 -0.10909999999999999 -0.092414999999999983 -0.062154999999999995 -0.46267499999999995 0.096235000000000015 -0.07929499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 6 -6 7 8 -5 -10 -2 13 -13 15 -15 16 -12 18 21 -20 -21 22 23 24 26 -26 -18 28 29 -28
right_child=1 -3 -4 4 5 -7 -8 -9 9 -11 11 12 -14 14 -16 -17 17 -19 19 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=5.5087052481082674e-05 -5.225705663906411e-05 0.00012286442535696553 -0.00010880297486437485 -9.2717376438403425e-05 -4.5923174688001525e-05 7.3697803748965884e-05 -0.00010574144577731205 5.8860959027449348e-05 -4.6716688014165474e-05 2.4547150824218993e-05 -7.1423921937821438e-05 -5.6052574978416995e-05 0.00012615003080489778 -0.00012813393859687495 5.1068973525183366e-05 9.0343069841765101e-05 7.1527822282881794e-05 8.3522693385020832e-05 -0.0001052824859774167 5.879486998517016e-05 -5.6108483713614992e-05 -4.7180954012170287e-05 0.0001004615543934051 7.7637734211748476e-05 8.1994133995197318e-05 8.8674300792052615e-07 3.4013750943510487e-05 -7.6396126935244818e-05 9.0926705756415186e-05 -0.00013819861367318523
leaf_weight=21 25 20 22 22 26 30 20 22 29 30 25 27 28 24 21 20 21 20 24 22 20 37 20 20 35 2349 30 68 22 21
leaf_count=21 25 20 22 22 26 30 20 22 29 30 25 27 28 24 21 20 21 20 24 22 20 37 20 20 35 2349 30 68 22 21
internal_value=0 1.2756e-06 -1.66574e-05 -6.5214e-06 -1.37492e-05 1.81595e-05 -2.82767e-05 -1.32351e-05 -3.28167e-05 -1.04808e-05 4.30936e-07 8.92464e-07 3.67051e-05 1.8875e-07 -4.45059e-05 9.19055e-07 2.64892e-07 9.26472e-07 3.12145e-07 -3.56888e-05 4.07899e-06 1.218e-06 1.91049e-06 1.14236e-06 5.4145e-07 2.0775e-06 -2.20631e-05 -3.60022e-05 1.62506e-06 -3.68972e-05
internal_weight=0 2899 222 200 179 56 123 103 81 59 2879 2854 55 2799 45 2754 2734 2709 2689 66 42 2623 2586 2566 2546 2384 162 141 73 51
internal_count=3121 2899 222 200 179 56 123 103 81 59 2879 2854 55 2799 45 2754 2734 2709 2689 66 42 2623 2586 2566 2546 2384 162 141 73 51
is_linear=0
shrinkage=0.1


Tree=3511
num_leaves=31
num_cat=0
split_feature=448 1348 12 130 10 1 0 33 1 45 43 0 0 132 399 1185 15 13 43 2 1 42 0 150 0 1375 475 457 12 12
split_gain=6.59138e-06 1.87194e-05 6.29738e-06 1.43895e-05 8.30606e-06 3.5309e-05 2.03887e-05 1.5519e-05 8.83105e-06 8.09401e-06 6.99438e-06 4.1598e-05 1.48065e-05 1.41391e-05 0.000201834 0.000123907 4.72577e-05 1.40658e-05 3.16621e-05 1.73678e-05 2.6069e-05 1.35792e-05 1.32651e-05 1.30562e-05 3.64542e-05 3.45826e-05 2.62368e-05 2.28108e-05 1.59403e-05 5.99578e-05
threshold=0.068920000000000023 0.095915000000000014 0.23631000000000002 -0.22461999999999996 -0.011559999999999999 0.093400000000000025 -0.099059999999999995 -1.0000000180025095e-35 0.13842500000000005 0.094030000000000016 0.084740000000000024 -0.13843999999999998 -0.11013499999999998 -0.083284999999999984 0.09141500000000001 -0.083264999999999992 0.084905000000000022 -0.097224999999999992 0.0034250000000000005 0.14445500000000003 0.12765500000000005 -0.0093649999999999983 -0.097274999999999986 0.10918000000000001 -0.085669999999999982 -0.07273499999999998 -0.08230999999999998 0.10259500000000001 0.092550000000000007 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -6 -8 10 13 -12 -13 14 16 -15 21 18 19 20 -17 -9 -14 27 25 -25 -26 28 29 -19
right_child=-2 -3 -4 4 7 6 8 9 -10 -11 11 12 22 15 -16 17 -18 23 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=7.2815147231503275e-05 -5.7223871772293938e-05 9.6802214729905243e-05 -5.2387054039054026e-05 -0.00014412691747392749 7.4579833069167637e-05 8.1093403391803255e-05 -5.2066872740397236e-07 3.6645830981864563e-05 -7.8285394651491364e-05 -4.8024967653077512e-05 -0.00014327042565286241 7.5363934559969834e-05 -6.2277847246150489e-05 -0.00023579853553780018 0.00031661814031221661 1.9263100159972261e-05 -0.000162672614424082 2.0769845877634972e-06 0.00014152503330974882 9.6774588415759035e-05 -9.8855065847270793e-05 -5.9812928366227422e-05 -3.0125324239850167e-07 -0.00019900157582014799 0.00010847028445693599 -2.5509113873812129e-05 -3.2915459180782948e-05 9.1720853067402331e-05 -1.2627692195244209e-05 9.8212083246514392e-05
leaf_weight=27 20 20 23 21 28 23 40 54 23 35 23 22 41 22 21 124 20 1412 22 22 22 20 219 20 21 27 35 28 618 68
leaf_count=27 20 20 23 21 28 23 40 54 23 35 23 22 41 22 21 124 20 1412 22 22 22 20 219 20 21 27 35 28 618 68
internal_value=0 3.69061e-07 -2.56925e-07 1.35159e-07 -5.12271e-07 -2.78776e-05 5.08808e-07 4.8913e-07 -2.8911e-05 -2.27217e-07 3.57516e-07 -1.3956e-05 -3.40908e-06 2.06551e-06 3.63317e-05 4.51163e-07 -2.62855e-05 2.59978e-06 2.87179e-05 1.39456e-05 1.46447e-06 1.05759e-05 -1.00745e-05 3.73464e-07 -3.43975e-05 -9.93357e-05 2.01042e-05 2.05804e-06 8.61397e-07 6.494e-06
internal_weight=0 3101 3081 3058 3031 107 86 2924 63 2896 2861 305 282 2556 115 2441 94 2419 190 168 146 74 260 2229 103 47 56 2126 2098 1480
internal_count=3121 3101 3081 3058 3031 107 86 2924 63 2896 2861 305 282 2556 115 2441 94 2419 190 168 146 74 260 2229 103 47 56 2126 2098 1480
is_linear=0
shrinkage=0.1


Tree=3512
num_leaves=31
num_cat=0
split_feature=130 121 1 132 1185 1203 1186 390 0 394 394 481 16 42 403 133 13 403 403 1210 1210 50 133 0 474 43 131 471 3 155
split_gain=6.81869e-06 1.56691e-05 6.65735e-06 6.42746e-06 3.19288e-05 1.90442e-05 6.52189e-06 1.66384e-05 9.26324e-06 8.0809e-06 2.59532e-05 7.49291e-06 3.69448e-05 3.67438e-05 3.2594e-05 3.07626e-05 5.74464e-05 1.1398e-05 2.97788e-05 2.26819e-05 9.4208e-06 8.929e-06 4.66266e-05 5.70602e-05 1.91506e-05 1.65979e-05 1.2903e-05 1.14337e-05 2.08973e-05 2.13439e-05
threshold=-0.23647499999999996 -0.088279999999999983 0.16540500000000002 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.089315000000000019 0.088485000000000008 0.22582000000000002 -0.093064999999999981 -0.087649999999999992 -0.087424999999999989 -0.0092699999999999987 0.083935000000000023 -0.55327499999999985 0.084990000000000024 -0.081029999999999977 -0.54856499999999986 -0.53960999999999981 -0.3960249999999999 -0.094799999999999982 -0.099524999999999988 0.090665000000000009 -0.067094999999999988 -0.26322499999999993 -0.064334999999999989 0.13834500000000002 0.094575000000000006 -0.24210499999999999 0.14109500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 8 9 -6 -11 12 15 -14 -13 16 -12 -16 -19 -20 -21 22 23 -22 -23 -25 27 28 -26 -30
right_child=1 2 -4 4 6 -7 -8 -9 -10 10 11 14 13 -15 17 -17 -18 18 19 20 21 24 -24 25 26 -27 -28 -29 29 -31
leaf_value=-5.8202196196361908e-05 7.9224040673580036e-05 -5.2912710401642478e-06 -5.1659012126037853e-05 0.00012427918845787645 -4.5287883551429478e-05 -9.4986814834825334e-05 4.341178627717974e-05 -9.0907012927345936e-05 -6.7175676376791672e-05 0.00010529110107502978 -0.00014468177675250142 0.00010920353543042438 -5.0263055527466353e-06 -0.00019671293373903611 -6.9358315269472891e-05 0.00012447398962194713 8.4080464274966692e-05 0.00012289562808291522 -9.8461834410124496e-05 5.7001923729937219e-05 -0.00012917856051057312 -7.7449931745832151e-05 0.00013168148420405606 0.00012323661940172315 9.3401441881724173e-05 -4.0533758389453089e-06 8.0416219861945148e-05 -5.9610968560264158e-05 -1.3360789637573845e-06 0.00010243331118545031
leaf_weight=20 25 192 25 21 37 27 35 20 20 24 21 28 20 20 23 20 23 20 23 30 27 32 31 20 24 21 20 32 2220 20
leaf_count=20 25 192 25 21 37 27 35 20 20 24 21 28 20 20 23 20 23 20 23 30 27 32 31 20 24 21 20 32 2220 20
internal_value=0 3.75378e-07 -2.6546e-07 1.5566e-07 1.43202e-06 -1.63496e-05 5.14274e-07 -2.65805e-08 6.32929e-07 1.12861e-06 1.76492e-06 8.36087e-07 -2.54786e-05 -0.00010087 1.90055e-06 2.16408e-05 -2.51015e-05 7.19074e-07 1.35867e-06 3.86373e-07 1.30422e-06 6.21372e-07 3.00396e-05 -1.62972e-05 -6.19003e-07 5.80393e-05 4.42564e-07 -2.5407e-07 5.84896e-07 -4.09567e-07
internal_weight=0 3101 3076 3051 2832 219 2811 2776 2756 2736 2699 2675 104 40 2571 64 44 2543 2520 2500 2477 2447 99 68 2348 41 2316 2296 2264 2240
internal_count=3121 3101 3076 3051 2832 219 2811 2776 2756 2736 2699 2675 104 40 2571 64 44 2543 2520 2500 2477 2447 99 68 2348 41 2316 2296 2264 2240
is_linear=0
shrinkage=0.1


Tree=3513
num_leaves=31
num_cat=0
split_feature=1429 156 11 0 1425 132 50 1185 1203 156 1428 156 156 157 15 43 1428 1429 156 3 156 1374 4 151 150 44 0 448 47 47
split_gain=6.30305e-06 1.73303e-05 7.89069e-06 2.7518e-05 9.13468e-06 6.73954e-06 0.000190543 0.000109507 2.93337e-05 6.82281e-06 8.25978e-06 8.14609e-06 8.77066e-06 2.14036e-05 1.40051e-05 2.57272e-05 1.29983e-05 1.23981e-05 1.05765e-05 7.10874e-05 0.000102018 3.10724e-05 9.47994e-05 3.24991e-05 1.59725e-05 1.19656e-05 3.35073e-05 1.11949e-05 1.03697e-05 7.0236e-05
threshold=-0.23752499999999996 0.32523500000000005 0.097680000000000017 -0.033209999999999996 0.095135000000000011 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 0.12734000000000004 0.087445000000000009 0.116275 0.091895000000000018 -0.076494999999999994 -0.03241999999999999 -0.075574999999999989 -0.020064999999999996 -1.0000000180025095e-35 0.087380000000000013 -0.087429999999999994 0.088080000000000006 0.088035000000000016 0.0033150000000000007 -0.54279999999999984 0.10389500000000002 0.099360000000000018 -0.26343999999999995 1.0000000180025095e-35 0.094460000000000002 0.097970000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 8 -7 -2 10 11 12 16 -14 15 -15 -9 -18 21 -20 -21 23 -23 -19 -22 26 -25 28 -28 -30
right_child=1 -3 3 -5 -6 7 -8 9 -10 -11 -12 -13 13 14 -16 -17 17 18 19 20 24 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=-5.3336929969108576e-05 -8.8697548302921606e-08 9.3164571444503971e-05 2.2201201236698424e-05 -0.0001302715127621923 5.7272497094475381e-05 -0.00022364991230212832 0.00031090283858247863 -8.07046155750868e-05 -0.00012792875837476457 -4.7907967680281412e-05 4.7780401411507014e-05 -4.842908380369944e-05 9.1760303924578093e-05 0.00012066979299561354 -4.9840522457516808e-05 -2.7828921988007745e-05 6.763146348357959e-05 -0.00012184315422597468 0.00011029162739690108 -0.00026861594267843644 3.2850953122011985e-05 0.00024834903953887985 -2.7561874903216392e-05 0.00011179411815613061 -7.9772572353249411e-05 -6.5911145618344937e-05 1.2505879979389755e-06 7.2407568014958609e-05 -0.00018308386611352035 -1.4765833617833558e-06
leaf_weight=22 175 20 29 20 28 22 20 20 20 29 37 34 36 20 34 28 27 22 26 21 34 20 33 27 20 27 2036 21 24 189
leaf_count=22 175 20 29 20 28 22 20 20 20 29 37 34 36 20 34 28 27 22 26 21 34 20 33 27 20 27 2036 21 24 189
internal_value=0 3.7864e-07 -2.24062e-07 -4.00326e-05 4.19706e-07 -1.10566e-07 1.69486e-05 -1.42658e-06 -1.32005e-05 3.41562e-07 8.52979e-07 2.09661e-07 8.30193e-07 2.74829e-05 -7.36484e-07 3.40455e-05 -4.046e-07 2.30937e-07 -4.96989e-07 -3.21967e-05 -8.15927e-05 8.37599e-07 7.65555e-05 -8.72992e-07 -8.86146e-06 2.72164e-07 1.05011e-06 -2.67106e-07 -9.45705e-07 -2.19394e-05
internal_weight=0 3099 3079 49 3030 3002 215 2787 195 2765 2736 2699 2665 118 82 48 2547 2527 2500 101 75 2399 53 2346 54 2324 2297 2270 2249 213
internal_count=3121 3099 3079 49 3030 3002 215 2787 195 2765 2736 2699 2665 118 82 48 2547 2527 2500 101 75 2399 53 2346 54 2324 2297 2270 2249 213
is_linear=0
shrinkage=0.1


Tree=3514
num_leaves=31
num_cat=0
split_feature=156 475 153 1428 1426 448 0 45 105 33 97 374 120 12 12 4 142 11 147 1425 1417 0 0 52 483 49 49 133 43 1374
split_gain=7.73341e-06 9.09588e-06 7.49209e-06 7.18128e-06 8.36696e-06 6.82973e-06 3.58529e-05 7.35512e-06 7.32405e-06 1.37328e-05 8.93045e-06 9.40937e-06 9.37863e-06 1.54487e-05 1.20761e-05 1.91672e-05 1.89248e-05 3.74046e-05 9.35764e-06 9.56645e-06 7.56305e-06 8.39083e-06 3.72355e-05 2.14026e-05 9.77124e-06 9.62234e-06 2.45643e-05 1.48782e-05 1.63546e-05 1.16669e-05
threshold=0.3248100000000001 0.13528000000000004 0.086100000000000024 -1.0000000180025095e-35 -0.081389999999999976 0.068920000000000023 -0.26609999999999995 0.10041000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.086464999999999986 0.08987500000000001 0.088020000000000015 0.22926500000000002 0.12757000000000002 -0.0096849999999999974 -0.057499999999999989 -1.0000000180025095e-35 0.094705000000000011 0.097335000000000019 -1.0000000180025095e-35 0.11070500000000001 0.062580000000000011 -0.016329999999999997 -0.47181499999999993 -0.10069499999999999 -0.088694999999999982 0.085815000000000016 -0.0077799999999999996 0.095680000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 9 -8 -11 12 13 14 16 -16 -12 -18 19 20 -19 22 24 -23 -22 27 -27 28 -26 -28
right_child=-2 -3 -4 4 5 -7 7 -9 -10 10 11 -13 -14 -15 15 -17 17 18 -20 -21 21 23 -24 -25 25 26 29 -29 -30 -31
leaf_value=4.4799258153539597e-05 -5.7771729695124799e-05 6.6018618513009558e-05 -5.8166365517370825e-05 -6.3030567686101196e-05 0.00013414163346169516 -5.7930444672820168e-05 7.2180684974927531e-05 5.3811022269655951e-05 -5.1559797741772081e-05 -6.7412899697956162e-05 9.4448794031147068e-05 5.4436620285419083e-05 -6.5995203724676025e-05 8.5000640891459104e-05 2.1406397718237716e-05 -9.3237620666124197e-05 -0.00013379081106644922 5.9890848379360426e-05 5.8764975633325615e-05 -6.9304456301324537e-05 5.95531136565552e-05 -2.2332949658065397e-05 -0.00013726936869716156 8.1842023596769524e-05 -4.1030730713636766e-05 -9.7057451677284444e-05 -1.8280023896438727e-06 8.5635140544582106e-05 5.5998424397785132e-05 6.9743699366328019e-05
leaf_weight=36 23 21 22 21 20 20 26 25 28 20 21 31 22 21 25 35 21 21 27 20 27 38 20 41 38 27 2337 32 32 23
leaf_count=36 23 21 22 21 20 20 26 25 28 20 21 31 22 21 25 35 21 21 27 20 27 38 20 41 38 27 2337 32 32 23
internal_value=0 4.28906e-07 -1.87324e-08 4.00007e-07 -1.29431e-07 3.1117e-07 7.02316e-07 -1.9991e-07 -6.60283e-07 -1.69685e-07 -8.23075e-07 -3.57249e-07 -9.57889e-07 -4.47975e-07 -1.09229e-06 -4.54693e-05 -1.15183e-07 -8.49592e-07 1.90946e-07 -4.04497e-07 1.18264e-07 -3.61745e-07 -1.36153e-06 3.17325e-05 -2.81179e-07 -9.30246e-07 -2.21554e-06 2.91481e-05 3.32545e-06 -1.13048e-06
internal_weight=0 3098 3077 3055 3019 2998 2978 2958 2933 2905 2879 2859 2828 2806 2785 60 2725 2704 2683 2656 2636 2615 2536 79 2516 2489 2387 102 70 2360
internal_count=3121 3098 3077 3055 3019 2998 2978 2958 2933 2905 2879 2859 2828 2806 2785 60 2725 2704 2683 2656 2636 2615 2536 79 2516 2489 2387 102 70 2360
is_linear=0
shrinkage=0.1


Tree=3515
num_leaves=31
num_cat=0
split_feature=12 130 1211 1203 1 12 2 0 1213 399 399 394 15 1200 402 402 43 51 133 43 133 403 12 15 130 12 15 43 10 16
split_gain=6.59508e-06 1.29703e-05 6.3954e-06 2.57662e-05 3.64358e-05 4.51372e-05 2.00084e-05 1.36409e-05 1.11182e-05 1.02434e-05 2.12444e-05 7.55705e-06 1.14273e-05 7.71495e-06 1.04161e-05 2.09555e-05 1.08159e-05 4.03482e-05 6.99392e-05 1.49159e-05 1.47852e-05 1.89504e-05 1.78335e-05 1.73067e-05 1.63862e-05 2.45157e-05 1.15704e-05 1.02316e-05 9.30284e-06 4.14538e-05
threshold=0.23631000000000002 -0.22461999999999996 0.087635000000000005 0.089480000000000018 0.087865000000000013 0.095175000000000023 0.087470000000000006 -0.085754999999999984 0.12699500000000002 0.091895000000000018 0.10054500000000001 0.0041850000000000004 0.086495000000000002 0.086110000000000006 -0.45015499999999992 -0.41596499999999997 0.064745000000000011 0.081440000000000026 -0.27466499999999994 0.035560000000000008 -0.37971999999999995 -0.0038999999999999994 0.087005000000000013 0.091650000000000023 0.10737500000000001 0.089885000000000007 0.23208000000000004 0.016310000000000002 -0.011559999999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 6 -6 7 -4 -8 11 -11 13 -13 14 -3 -16 19 20 -19 26 24 -22 -23 -24 25 -18 27 28 29 -17
right_child=-2 2 3 -5 5 -7 8 -9 -10 10 -12 12 -14 -15 15 16 17 18 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.9402959222012825e-05 -5.3350664529716596e-05 -5.4989027350731907e-05 3.0579074380165411e-05 0.00012263474674823339 -0.00018226091202450334 2.7649828934088528e-05 -4.977385509006966e-05 0.00014325602448107849 4.9399197814636869e-05 -0.00012040270303259604 -2.1143147023394705e-06 -9.2121951248762863e-06 9.6406065240444162e-05 4.3816688766559021e-05 0.00010113982591064997 -8.0945449133588263e-05 -9.8540558547969779e-06 2.1093722794570828e-05 -0.00023404341978179715 6.8308763025015659e-05 -6.8499587916903701e-05 -7.5919242803020978e-06 0.00011315485533790101 6.0855111839303463e-06 2.8891497277072634e-05 -0.00014810265201958828 7.5330004056013418e-05 -6.892954823508098e-05 7.9554537038255299e-07 6.721713112451003e-05
leaf_weight=27 23 36 21 21 20 21 26 22 20 22 49 21 20 38 20 58 29 21 22 32 23 62 36 26 24 23 20 22 2288 28
leaf_count=27 23 36 21 21 20 21 26 22 20 22 49 21 20 38 20 58 29 21 22 32 23 62 36 26 24 23 20 22 2288 28
internal_value=0 3.96093e-07 -2.10611e-07 1.98571e-05 3.2545e-06 -7.47457e-05 3.91872e-05 8.82277e-05 -6.65514e-06 -1.24836e-06 -3.87671e-05 -3.13352e-07 4.23089e-05 -9.35685e-07 -1.54962e-06 -8.45952e-07 -1.59751e-06 -2.07485e-05 -0.000109442 4.83448e-07 -3.6463e-06 1.48681e-05 3.03314e-05 6.82548e-05 -3.9457e-05 -7.10025e-05 -4.149e-07 -1.04716e-06 -4.18091e-07 -3.27065e-05
internal_weight=0 3098 3071 151 130 41 89 43 46 2920 71 2849 41 2808 2770 2734 2714 266 43 2448 223 147 124 62 76 52 2416 2396 2374 86
internal_count=3121 3098 3071 151 130 41 89 43 46 2920 71 2849 41 2808 2770 2734 2714 266 43 2448 223 147 124 62 76 52 2416 2396 2374 86
is_linear=0
shrinkage=0.1


Tree=3516
num_leaves=31
num_cat=0
split_feature=130 10 0 40 40 40 0 105 33 97 9 45 13 150 12 150 13 43 4 402 1213 16 4 52 0 43 43 481 4 42
split_gain=7.14535e-06 1.66181e-05 2.28064e-05 1.6193e-05 1.5557e-05 1.82111e-05 9.78494e-06 9.33368e-06 1.0735e-05 1.27165e-05 1.24884e-05 8.69775e-06 7.79832e-06 7.29545e-05 7.49711e-05 6.84333e-05 4.36295e-05 2.28267e-05 7.45093e-05 5.11969e-05 2.80309e-05 5.94608e-05 7.33411e-05 5.40417e-05 6.5485e-05 6.74368e-05 4.02106e-05 3.96375e-05 4.17076e-05 3.84214e-05
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 -0.085734999999999992 -0.08440499999999998 -0.092404999999999973 1.0000000180025095e-35 -1.0000000180025095e-35 -0.082154999999999992 -0.013509999999999999 0.094030000000000016 -0.085804999999999979 0.10874500000000002 0.084100000000000022 0.097810000000000022 -0.085669999999999982 0.0034250000000000005 -0.080744999999999997 -0.085859999999999978 -0.090764999999999985 -0.079109999999999986 -0.080924999999999983 -0.061194999999999992 -0.083804999999999977 -0.0077799999999999996 -0.0061399999999999988 -0.0015899999999999998 0.19806500000000002 0.086135000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 -5 8 -7 -10 -11 12 13 15 -15 17 -14 19 -19 -12 26 22 -22 -24 25 27 -21 -25 -29 -23
right_child=1 3 -4 4 5 7 -8 -9 9 10 11 -13 16 14 -16 -17 -18 18 -20 20 21 29 23 24 -26 -27 -28 28 -30 -31
leaf_value=-5.9580027655101728e-05 -9.1582953852290916e-06 -8.7973209364073624e-05 0.00014005104691023007 1.4842432739731687e-05 -9.3659728043435494e-05 6.6863008396467197e-05 9.6870319318371074e-05 -6.8289600312709816e-05 -6.7358524808610755e-05 6.4542460622760698e-05 0.00015776766095223138 -4.985935566115327e-05 -0.00014278746497108262 0.00025338272718424074 -5.3419878462418203e-06 -0.00018113590009306792 -1.2305249143425298e-06 -0.00015436958338666177 8.7575876623954434e-06 4.2323059287376794e-05 0.00020951695968116318 5.1448232736856326e-07 0.0001870710447929014 -8.3224147329019618e-05 0.00015702823470928708 -0.0001531247729495778 -0.00014217827179150103 0.00017027849607984536 -2.975142199306213e-06 -0.000120939785914919
leaf_weight=20 21 21 20 33 21 24 26 20 28 30 25 35 22 24 21 20 2110 35 140 21 28 163 20 24 25 29 27 24 33 31
leaf_count=20 21 21 20 33 21 24 26 20 28 30 25 35 22 24 21 20 2110 35 140 21 28 163 20 24 25 29 27 24 33 31
internal_value=0 3.8426e-07 6.36267e-05 -4.63107e-07 1.41603e-07 -8.65134e-07 5.09903e-05 -2.06571e-07 2.56736e-07 -2.91651e-07 3.58807e-07 -3.15155e-07 2.99319e-07 9.53972e-06 0.000132645 9.51018e-07 -2.69124e-06 6.7778e-06 -2.38678e-05 1.86956e-05 1.05148e-05 1.96786e-05 6.05689e-05 3.36621e-05 1.09349e-05 -2.22681e-05 -6.14589e-05 2.45818e-05 6.99738e-05 -1.88932e-05
internal_weight=0 3101 41 3060 3039 2980 59 2959 2939 2915 2887 2857 2822 690 45 645 2132 625 175 450 425 377 183 155 135 110 48 81 57 194
internal_count=3121 3101 41 3060 3039 2980 59 2959 2939 2915 2887 2857 2822 690 45 645 2132 625 175 450 425 377 183 155 135 110 48 81 57 194
is_linear=0
shrinkage=0.1


Tree=3517
num_leaves=31
num_cat=0
split_feature=156 472 0 3 40 2 52 12 0 4 1429 12 51 475 1 4 45 11 10 13 2 13 52 10 4 2 3 133 133 484
split_gain=6.25359e-06 8.59482e-06 6.14003e-06 2.85274e-05 4.65566e-05 2.19115e-05 2.9079e-05 1.12921e-05 1.00856e-05 9.05805e-06 1.9049e-05 2.17506e-05 4.5771e-05 5.56701e-05 1.57503e-05 1.15388e-05 1.09629e-05 4.68323e-05 2.00771e-05 5.53413e-05 2.70532e-05 1.39458e-05 8.07675e-05 1.10948e-05 0.000115533 1.47433e-05 1.09014e-05 1.03686e-05 4.74952e-05 5.05691e-05
threshold=0.3248100000000001 -0.097514999999999977 0.10455500000000001 -0.049509999999999992 -0.081239999999999993 0.10855000000000002 0.024145000000000003 0.086565000000000017 0.056435000000000006 -0.15289999999999995 -0.026244999999999997 0.085565000000000016 0.084745000000000015 -0.024084999999999999 0.10781 -0.14098499999999997 0.094030000000000016 -0.011194999999999998 0.053330000000000009 -0.085584999999999981 -0.090999999999999984 -0.17933499999999997 0.048770000000000008 -0.011559999999999999 0.053180000000000012 -0.0050599999999999994 0.20828500000000003 0.089405000000000012 0.090445000000000011 0.086135000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 5 -5 6 7 -4 9 10 -3 12 13 -12 -14 -11 17 -17 20 -20 -19 22 26 24 -23 -25 -22 -27 -29 -30
right_child=-2 2 3 4 -6 -7 -8 -9 -10 15 11 -13 14 -15 -16 16 -18 18 19 -21 21 23 -24 25 -26 27 -28 28 29 -31
leaf_value=6.5728388726711266e-05 -5.1951058887188201e-05 -6.2105314017654492e-05 -6.0487454611575231e-05 1.5722942121751008e-05 -0.00019484682346782869 -6.5174024749812195e-05 0.00014031738435733133 3.4737877087371254e-05 5.5098355369409552e-05 -6.7305463520684637e-05 2.0911141531541942e-05 -3.4727792808553204e-05 -6.1201233760444811e-05 0.00022990781040229758 5.240213738389961e-05 0.00015267144357494547 -6.9116833963008779e-05 9.3195455654847232e-05 6.6918969605467285e-05 -0.00013955093911456918 7.0796189914972276e-05 -0.00019896771778943592 -0.00020720656864961549 8.1549087190069266e-05 8.4828178523821412e-05 4.830980993405744e-06 -1.2067917085406915e-05 -0.00012015350594820858 -1.2331769068192538e-05 9.7252550609561671e-05
leaf_weight=20 23 22 20 21 21 29 20 33 34 26 25 31 26 26 23 20 23 31 21 34 20 26 22 23 32 1811 77 37 498 46
leaf_count=20 23 22 20 21 21 29 20 33 34 26 25 31 26 26 23 20 23 31 21 34 20 26 22 23 32 1811 77 37 498 46
internal_value=0 3.85701e-07 -3.88783e-08 -2.01993e-05 -8.95619e-05 8.36178e-06 3.75746e-05 -1.19621e-06 9.5059e-07 3.15755e-07 2.39969e-05 3.84568e-05 6.1144e-05 0.000127458 -7.8772e-06 -1.00322e-06 -3.69677e-07 2.16382e-07 -9.22193e-07 -6.0717e-05 3.31606e-07 -7.79034e-07 -3.42172e-05 8.30001e-07 -4.23907e-05 1.86801e-06 5.01747e-06 1.10185e-06 -1.0522e-05 -3.06545e-06
internal_weight=0 3098 3078 144 42 102 73 53 2934 2900 153 131 100 51 49 2747 2721 2698 2678 55 2623 2592 119 2473 58 2415 97 2392 581 544
internal_count=3121 3098 3078 144 42 102 73 53 2934 2900 153 131 100 51 49 2747 2721 2698 2678 55 2623 2592 119 2473 58 2415 97 2392 581 544
is_linear=0
shrinkage=0.1


Tree=3518
num_leaves=31
num_cat=0
split_feature=40 130 42 41 483 483 483 1420 157 154 1456 1456 1456 403 1456 1456 3 2 475 1429 3 42 1375 3 1372 150 147 48 52 11
split_gain=6.04633e-06 2.73069e-05 1.89227e-05 8.35403e-06 7.28683e-06 8.5802e-06 7.26469e-06 7.60304e-06 1.81252e-05 9.18028e-06 1.24032e-05 1.65789e-05 1.22587e-05 2.21101e-05 1.65896e-05 1.64051e-05 1.5604e-05 1.48388e-05 1.01235e-05 7.47721e-05 0.000114051 4.71105e-05 4.27152e-05 0.000112673 2.68816e-05 1.19266e-05 1.57133e-05 4.49201e-05 1.42298e-05 1.5665e-05
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 0.11457000000000002 -0.47181499999999993 -0.24416999999999997 -0.22060499999999997 0.056520000000000008 0.63397500000000007 0.085530000000000009 0.11510000000000002 0.099575000000000011 0.091180000000000011 -0.56738999999999995 0.085275000000000004 0.083690000000000014 -0.085384999999999975 0.087505000000000013 -0.085774999999999976 0.083725000000000008 -0.087429999999999994 0.083795000000000022 -0.15308499999999997 0.092670000000000016 -0.065504999999999994 0.12706500000000001 0.093875000000000014 -0.072824999999999987 -0.56022499999999986 0.097680000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 8 9 10 11 12 13 -8 15 18 -16 -18 19 21 -21 -15 23 -20 -24 26 28 -28 -26 -30
right_child=1 2 -4 -5 5 6 7 -9 -10 -11 -12 -13 -14 14 16 -17 17 -19 22 20 -22 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=5.4806879611533076e-05 -0.00011136777968865566 4.9173816199375622e-05 7.8174127960547568e-05 -5.6792695396814874e-05 -5.1065777634820815e-05 5.7458721882788021e-05 -9.6029828364407882e-05 -5.8786823303142399e-05 9.509227238595486e-05 -6.6311212954349774e-05 6.5115454018613777e-05 -7.1082827046418311e-05 6.4891795039423821e-05 -4.483325521765177e-05 0.00012406876436216408 -8.3124747357032907e-05 7.7280233554553158e-05 -4.0240114884165285e-05 0.00023400218201284308 1.6949583452794918e-05 -0.00029241667137036781 0.00011924083818615016 -9.9747617194360065e-05 -8.1706814598874201e-05 6.1700904763328204e-05 6.0290592779038529e-05 -0.00014879821588133032 3.0785596051525015e-05 9.7283041930966142e-07 -6.9474134261326983e-05
leaf_weight=20 22 30 31 26 33 22 24 22 20 21 29 33 29 35 20 24 21 22 26 26 22 35 27 20 38 33 26 30 2322 32
leaf_count=20 22 30 31 26 33 22 24 22 20 21 29 33 29 35 20 24 21 22 26 26 22 35 27 20 38 33 26 30 2322 32
internal_value=0 -3.53474e-07 4.39743e-07 -3.50863e-07 1.34739e-07 -3.56963e-07 2.08563e-07 -2.20277e-07 2.21734e-07 -4.33675e-07 4.76846e-08 -6.15572e-07 2.11391e-07 -4.62606e-07 3.68715e-07 -8.16652e-07 5.10949e-05 1.71535e-05 -7.73575e-08 -2.87137e-05 -0.000124843 3.72038e-05 1.2457e-06 9.67374e-05 -5.05745e-07 5.74276e-07 -2.30724e-07 -5.25926e-05 9.9514e-07 1.51826e-08
internal_weight=0 3101 3079 3048 3022 2992 2959 2937 2915 2895 2874 2845 2812 2783 2759 2696 63 43 2672 118 48 70 2554 46 2508 2481 2448 56 2392 2354
internal_count=3121 3101 3079 3048 3022 2992 2959 2937 2915 2895 2874 2845 2812 2783 2759 2696 63 43 2672 118 48 70 2554 46 2508 2481 2448 56 2392 2354
is_linear=0
shrinkage=0.1


Tree=3519
num_leaves=31
num_cat=0
split_feature=130 1 11 33 34 34 15 2 3 1454 128 128 131 52 16 0 157 1 11 2 43 15 2 3 3 15 13 1419 157 1420
split_gain=7.00383e-06 1.33384e-05 7.65137e-06 9.22363e-06 9.23668e-06 1.18342e-05 6.34895e-06 2.46778e-05 7.56012e-06 2.32649e-05 2.21755e-05 4.41129e-05 1.8544e-05 1.51049e-05 1.40812e-05 1.2791e-05 1.27774e-05 4.39702e-05 4.1049e-05 2.9743e-05 1.26313e-05 1.16378e-05 1.81458e-05 1.68823e-05 2.05674e-05 1.17583e-05 1.12092e-05 1.11462e-05 3.69232e-05 1.4735e-05
threshold=-0.23123999999999997 0.16540500000000002 -0.014494999999999999 -0.044254999999999996 -0.097449999999999981 -0.084564999999999987 0.17980000000000004 0.10381000000000001 -0.095524999999999985 0.11906000000000001 0.085955000000000018 0.098550000000000013 0.096845000000000014 -0.018574999999999998 -0.074319999999999983 0.10455500000000001 -0.04831499999999999 0.10337500000000001 0.093970000000000012 0.10882500000000002 0.084740000000000024 0.035560000000000008 0.084305000000000005 -0.14186499999999996 -0.10831999999999999 -0.015744999999999999 0.24394000000000002 0.086505000000000012 -0.06482499999999998 -0.079539999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 8 -8 10 15 12 -12 13 14 -7 26 17 -16 19 -18 21 23 -23 25 -25 -15 27 29 -29 -10
right_child=1 -3 3 4 5 6 7 -9 9 -11 11 -13 -14 20 16 -17 18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=5.4979106884591445e-05 -6.1443300874088896e-05 -7.0387467793706388e-05 6.8298578871690547e-05 5.8392732575561647e-05 -6.8873618140059988e-05 -9.0438370534684509e-05 0.00011590221097105229 -3.5651503077877514e-05 -7.9012124395376319e-05 -0.0001050081389786845 0.00018852643891477784 -1.0726294887717813e-05 -8.9911737595684834e-05 -2.412363504514691e-05 3.6669155795405261e-05 -6.2608413848947212e-05 1.7701571553740682e-05 -0.0001272536012887334 0.00013115885783918202 -0.0001118918000745749 8.3827511810919867e-05 4.8154940729242911e-05 -5.0986202253019057e-05 0.00015429945499570089 1.4183207385940478e-05 6.0698483957821742e-05 6.7159236186853385e-05 0.00011748091870216623 -3.6861015295500934e-05 -1.8182225784282677e-06
leaf_weight=23 20 27 20 27 25 20 21 22 25 22 20 25 20 44 36 34 77 30 25 23 33 30 48 22 20 26 24 31 31 2270
leaf_count=23 20 27 20 27 25 20 21 22 25 22 20 25 20 44 36 34 77 30 25 23 33 30 48 22 20 26 24 31 31 2270
internal_value=0 -4.08183e-07 2.0707e-07 6.11202e-07 1.64568e-07 -3.58788e-07 2.16194e-07 3.83631e-05 -3.42497e-07 -2.63869e-06 1.08716e-05 7.78305e-05 4.2347e-06 8.57324e-06 -1.06057e-05 -1.70613e-06 -2.24627e-06 -3.78412e-05 1.65478e-05 -1.21049e-05 2.67201e-05 1.68015e-05 -1.2855e-05 3.74551e-05 8.75774e-05 7.38172e-06 -8.36468e-07 -1.52883e-06 4.031e-05 -2.65911e-06
internal_weight=0 3098 3071 3051 3031 3004 2979 43 2936 2437 499 45 454 434 211 2415 191 66 125 100 223 190 78 112 42 70 2381 2357 62 2295
internal_count=3121 3098 3071 3051 3031 3004 2979 43 2936 2437 499 45 454 434 211 2415 191 66 125 100 223 190 78 112 42 70 2381 2357 62 2295
is_linear=0
shrinkage=0.1


Tree=3520
num_leaves=31
num_cat=0
split_feature=33 34 9 0 34 132 1203 394 50 16 16 3 133 1204 3 12 1210 12 160 12 13 13 403 12 3 13 12 13 12 133
split_gain=6.99091e-06 6.13197e-06 9.95374e-06 2.34069e-05 7.90515e-06 6.57869e-06 0.000191407 9.50538e-05 4.35766e-05 6.86178e-06 9.28193e-06 9.36892e-06 1.44742e-05 1.44882e-05 8.64437e-06 6.67595e-06 4.93391e-05 3.82725e-05 0.000111506 2.82919e-05 2.76081e-05 4.08644e-05 3.50091e-05 3.16792e-05 2.924e-05 2.68135e-05 6.15916e-05 2.67133e-05 3.67044e-05 7.86188e-05
threshold=-0.009184999999999997 -0.112215 0.088235000000000022 -0.055064999999999996 -0.085114999999999982 -0.083284999999999984 0.089165000000000008 0.12358500000000001 0.10022000000000002 -0.097644999999999996 -0.090054999999999982 -0.073309999999999986 -0.015164999999999998 -0.08483499999999998 -0.084964999999999985 0.085355000000000014 -0.087109999999999979 0.085635000000000003 -1.0000000180025095e-35 0.085955000000000018 -0.081829999999999986 -0.080519999999999994 -0.34918499999999997 0.086420000000000011 -0.047929999999999993 -0.077944999999999987 0.091625000000000012 -0.069964999999999986 0.096075000000000008 0.097125000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 8 15 9 -6 -11 12 13 -12 -15 16 -7 18 -17 -19 22 -22 -21 -23 25 26 -25 28 -27 -30
right_child=1 2 3 -5 5 7 -8 -9 -10 10 11 -13 -14 14 -16 17 -18 19 -20 20 21 23 -24 24 -26 27 -28 -29 29 -31
leaf_value=-4.7251798323779965e-05 -5.2132159345836217e-05 5.5005378789456493e-05 0.0001257460814182802 -1.0990140591245783e-05 5.222039987777614e-05 -0.00015790915529664961 0.00028909039076255717 -0.00021889935193030396 -0.0001558881774872134 -6.0676828380329189e-05 3.2437801419291642e-05 4.6976038356660871e-05 5.4358211127691905e-05 -2.7858283433686115e-05 -0.00011659830159346928 -6.7773002716838476e-05 -3.1621065545420528e-06 -8.7471882164079175e-05 0.00025437998867180962 0.00015367191579571227 -8.9864718527813371e-05 -0.00010970550997276755 1.8325213156014461e-05 -2.0623767388889591e-05 -0.00011199687184505985 2.4969046513078645e-06 0.00016931462986019229 7.130768496033997e-06 -1.5634945963471624e-05 -0.00026171978177444547
leaf_weight=31 22 26 21 31 22 21 23 20 20 27 20 36 23 23 21 21 1092 35 22 20 54 26 430 38 22 82 31 804 37 20
leaf_count=31 22 26 21 31 22 21 23 20 20 27 20 36 23 23 21 21 1092 35 22 20 54 26 430 38 22 82 31 804 37 20
internal_value=0 4.74042e-07 8.51271e-07 4.42303e-05 1.03357e-07 -3.74052e-07 1.64778e-05 -1.67969e-06 -1.6179e-05 6.62898e-08 -7.58298e-06 4.07177e-06 -1.36817e-05 -3.81336e-05 -7.02115e-05 -1.02775e-07 -6.08186e-06 3.95004e-06 9.70495e-05 1.44643e-06 3.43629e-06 -5.00801e-06 2.43406e-05 -6.85121e-07 2.0562e-06 4.53562e-06 6.47109e-05 1.32551e-07 -4.03463e-05 -0.000101981
internal_weight=0 3090 3068 52 3016 2990 215 2775 192 172 150 123 87 64 44 2755 1113 1642 43 1599 1564 1114 450 1060 1034 1012 69 943 139 57
internal_count=3121 3090 3068 52 3016 2990 215 2775 192 172 150 123 87 64 44 2755 1113 1642 43 1599 1564 1114 450 1060 1034 1012 69 943 139 57
is_linear=0
shrinkage=0.1


Tree=3521
num_leaves=31
num_cat=0
split_feature=130 40 120 50 132 1204 42 3 3 13 13 3 12 50 2 49 1 0 43 16 12 13 1 13 3 393 42 10 0 15
split_gain=6.42588e-06 1.28627e-05 8.73852e-06 6.99841e-06 7.80904e-05 0.000146517 2.36027e-05 5.25011e-05 5.60625e-05 7.62117e-05 4.48751e-05 3.2537e-05 4.25589e-05 3.27439e-05 3.95994e-05 4.00046e-05 3.69585e-05 3.76192e-05 2.55526e-05 3.85802e-05 3.14774e-05 1.99524e-05 4.3481e-05 4.01878e-05 2.89092e-05 1.7273e-05 1.36595e-05 1.27595e-05 5.45301e-05 4.24636e-05
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 0.041865000000000006 -0.083284999999999984 -0.077669999999999989 0.088060000000000013 -0.082794999999999994 -0.077354999999999993 -0.066634999999999986 -0.082574999999999982 -0.084144999999999984 0.089570000000000025 0.091320000000000012 0.10402500000000002 0.08610000000000001 0.086255000000000012 -0.087794999999999998 0.062770000000000006 -0.069894999999999985 0.091325000000000003 -0.0095349999999999983 0.078340000000000007 0.00084500000000000016 -0.085709999999999995 0.11170000000000001 -0.086739999999999998 -0.011559999999999999 -0.10224499999999999 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 25 -5 -6 11 -8 9 10 -9 21 13 -13 15 16 17 -15 19 20 -10 22 24 -23 -7 27 -25 28 -3 -30
right_child=1 2 -4 4 5 6 7 8 18 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=5.2661880276307626e-05 -8.032745317905211e-05 -0.00018440888270561119 6.2927023000983431e-05 0.00015426032402371804 -0.00025886731919377951 8.816688697108822e-05 0.00010925684729191485 -0.00014495142209141153 1.6309726792087531e-05 -0.00027177761206985455 4.3563191346558081e-05 0.00011706569742895418 0.0001730282611679286 -0.00012862746683553 -7.6647932143247531e-05 0.00014151270215127928 8.3019107811802928e-05 5.232191459072055e-05 -8.7802472782121718e-05 -3.5685260062516472e-05 0.00019372855393157807 0.00014163624478637107 -0.00017472750783781521 -5.7364241424570414e-05 -7.249369212634823e-05 -8.2272709874410394e-05 3.521098224155139e-05 -4.0973277237432075e-07 0.00011064940905877545 -5.3437082841929114e-05
leaf_weight=23 20 20 22 35 21 21 28 23 20 20 28 38 25 27 37 30 36 20 21 38 20 21 20 37 24 27 28 2321 24 46
leaf_count=23 20 20 22 35 21 21 28 23 20 20 28 38 25 27 37 30 36 20 21 38 20 21 20 37 24 27 28 2321 24 46
internal_value=0 -3.90967e-07 1.28439e-07 -3.23645e-07 9.18121e-06 4.71491e-07 1.01621e-05 -1.76242e-05 -3.85223e-05 -0.000106333 -4.14532e-05 2.52766e-05 5.04497e-05 3.41494e-05 1.31439e-05 4.25448e-05 6.77331e-06 -5.16277e-05 1.01098e-05 3.64708e-05 0.000105019 -1.02325e-05 -5.20445e-05 2.13697e-05 2.48124e-06 -2.733e-06 -1.74857e-05 -1.84226e-06 -3.87855e-05 2.82114e-06
internal_weight=0 3098 3078 3056 618 583 562 198 170 71 51 364 213 188 150 113 83 47 99 78 40 151 65 86 45 2438 65 2411 90 70
internal_count=3121 3098 3078 3056 618 583 562 198 170 71 51 364 213 188 150 113 83 47 99 78 40 151 65 86 45 2438 65 2411 90 70
is_linear=0
shrinkage=0.1


Tree=3522
num_leaves=31
num_cat=0
split_feature=132 1185 1203 52 13 475 12 156 155 51 51 403 51 52 1209 16 16 16 3 15 15 130 10 16 13 34 39 9 41 133
split_gain=7.8905e-06 4.25371e-05 2.23661e-05 7.35897e-06 1.17012e-05 6.46359e-06 2.19907e-05 1.90758e-05 9.01199e-06 7.21874e-06 2.22181e-05 1.82734e-05 3.68208e-05 1.6873e-05 1.50107e-05 1.47684e-05 1.53021e-05 3.83963e-05 2.54393e-05 1.71846e-05 2.97863e-05 1.31573e-05 1.98419e-05 4.5115e-05 7.27896e-05 1.34152e-05 5.85008e-05 1.41944e-05 1.56125e-05 3.74043e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10347000000000002 0.056795000000000005 -0.24039999999999997 0.093535000000000021 0.16414500000000004 0.11562500000000002 0.094075000000000006 0.090560000000000015 -0.0031149999999999997 0.096505000000000021 -0.26636999999999994 0.13368500000000003 -0.15241499999999997 -0.080029999999999976 -0.073404999999999984 0.11658 -0.09095499999999998 -0.085319999999999993 -0.23123999999999997 -0.011559999999999999 -0.056919999999999991 -0.082904999999999993 -0.057544999999999992 0.089790000000000023 0.088235000000000022 0.086565000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -3 8 9 10 14 -11 -13 -14 21 -15 19 -18 -19 -17 -21 -7 23 24 -23 26 -24 28 -27 -30
right_child=1 5 -4 -5 -6 7 -8 -9 -10 11 -12 12 13 15 -16 16 17 18 -20 20 -22 22 25 -25 -26 27 -28 -29 29 -31
leaf_value=-8.9834172642768961e-06 0.00014319769612657616 -9.5949979549914136e-05 -0.00010347083810268454 -5.3801821435886924e-05 6.7828449470613603e-05 8.0335255042882642e-05 2.9380252505818917e-05 9.3777736790136924e-05 -5.0874798093633113e-05 -6.4899948106008555e-05 -7.5763911352110788e-05 0.00014397726620739811 9.5761642098130505e-05 8.2281114170903248e-05 8.2545572414263995e-05 1.5066320614123745e-05 0.0001372921644526121 1.8837033581399335e-05 -9.1836203345910348e-05 -0.00015901508671484644 5.7105434409874895e-06 -9.8573409880319718e-06 0.00013752452371136316 4.8798024011287658e-05 -0.00024329876333385156 -7.0283049938978271e-07 -6.901079271604735e-05 -6.0345051772459657e-05 -3.440697305036751e-05 0.00014797910882170191
leaf_weight=144 21 28 27 28 23 20 28 22 34 26 39 23 22 22 22 33 22 90 27 23 21 34 32 31 22 2149 24 39 22 23
leaf_count=144 21 28 27 28 23 20 28 22 34 26 39 23 22 22 22 33 22 90 27 23 21 34 32 31 22 2149 24 39 22 23
internal_value=0 1.39142e-06 -1.81699e-05 -6.35902e-06 1.59546e-06 3.56693e-07 -3.32849e-05 1.02428e-06 2.95502e-07 9.24493e-07 -8.87186e-07 1.533e-05 2.27009e-05 1.19726e-05 3.20503e-07 4.22744e-06 -3.72247e-06 1.60876e-05 -6.70294e-06 -3.94836e-05 -8.0396e-05 -4.34485e-07 -1.11437e-06 -4.79883e-05 -0.000101566 6.67214e-07 4.90094e-05 -5.45129e-07 5.17859e-07 5.88126e-05
internal_weight=0 2899 222 195 167 2878 56 2822 2800 2766 2457 309 283 260 2418 238 216 139 117 77 44 2396 2376 87 56 2289 56 2233 2194 45
internal_count=3121 2899 222 195 167 2878 56 2822 2800 2766 2457 309 283 260 2418 238 216 139 117 77 44 2396 2376 87 56 2289 56 2233 2194 45
is_linear=0
shrinkage=0.1


Tree=3523
num_leaves=31
num_cat=0
split_feature=130 10 48 40 40 40 0 10 4 31 2 0 9 1211 50 1211 1 1212 1186 393 1452 1452 15 15 13 1429 15 1374 457 15
split_gain=6.93114e-06 2.10418e-05 2.06016e-05 1.17845e-05 1.39908e-05 2.018e-05 8.14754e-06 7.82288e-06 7.71021e-05 1.1047e-05 1.83428e-05 0.000155366 6.07865e-05 6.34169e-06 2.53788e-05 2.11999e-05 1.86841e-05 1.05545e-05 8.0169e-06 1.18479e-05 7.87196e-06 9.45923e-06 9.51131e-06 4.6201e-05 2.44604e-05 2.42125e-05 6.12136e-05 2.35748e-05 1.9807e-05 2.40895e-05
threshold=-0.23647499999999996 -0.38124499999999995 0.086665000000000006 -0.24134999999999998 -0.085734999999999992 -0.08440499999999998 -0.092404999999999973 -0.011559999999999999 0.053180000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.080119999999999983 0.092890000000000014 0.087635000000000005 0.096900000000000014 0.091735000000000011 0.085760000000000017 0.099965000000000012 -0.10142499999999997 0.11213000000000002 0.11769000000000002 0.10669000000000002 -0.074054999999999996 -0.07879499999999999 -0.0025349999999999995 0.057970000000000008 -0.088749999999999982 -0.23605499999999999 -0.08798499999999998 -0.096999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 -5 8 -7 -9 11 -11 -13 18 15 -15 17 -17 -12 20 21 22 23 25 -25 28 -27 -24 -20 -30
right_child=1 3 -4 4 5 7 -8 9 -10 10 13 12 -14 14 -16 16 -18 -19 19 -21 -22 -23 27 24 -26 26 -28 -29 29 -31
leaf_value=-5.8680155243564518e-05 0.00014417853126360569 -7.5228681297241054e-05 2.3648695094466568e-06 1.5176985669478944e-05 -9.8696148771047027e-05 -0.00017067240830510855 9.0027663981555431e-05 -5.6240329035972537e-05 5.7927924919769995e-05 0.00028832896885433006 -5.6600083189550789e-05 -0.00014404212760618301 6.8153626879966051e-05 9.3375788856064909e-05 0.00010205979197053239 -5.1967432926176115e-05 -0.00010587119551928482 2.6176786621233206e-05 -7.0484885236510314e-05 7.4013779816422845e-05 5.3345633205026388e-05 -6.7246755398545324e-05 -0.00010853534715186637 3.8810499245300892e-05 0.00018391626446308303 1.7963106499034134e-05 -0.0001968696936576938 -4.343012175339542e-06 -5.7700481229714846e-06 3.168420316074918e-05
leaf_weight=20 20 21 21 33 21 25 26 34 36 20 26 27 27 20 30 25 20 56 32 21 26 22 22 26 21 36 21 1681 409 296
leaf_count=20 20 21 21 33 21 25 26 34 36 20 26 27 27 20 30 25 20 56 32 21 26 22 22 26 21 36 21 1681 409 296
internal_value=0 3.78468e-07 7.15423e-05 -5.75034e-07 -5.91645e-08 -1.01388e-06 4.8162e-05 -3.20629e-07 -3.57607e-05 4.2535e-07 1.09806e-06 5.02377e-05 -3.79443e-05 -2.05289e-07 1.97258e-05 -6.87553e-07 -1.9314e-05 2.0582e-06 -1.34572e-06 -7.95925e-07 -1.40202e-06 -1.95675e-06 -1.39214e-06 7.3089e-06 0.000103645 1.60638e-06 -6.11858e-05 -5.68901e-06 6.46277e-06 9.95542e-06
internal_weight=0 3101 41 3060 3039 2980 59 2959 61 2898 2864 74 54 2790 151 121 101 81 2639 2613 2592 2566 2544 841 47 794 57 1703 737 705
internal_count=3121 3101 41 3060 3039 2980 59 2959 61 2898 2864 74 54 2790 151 121 101 81 2639 2613 2592 2566 2544 841 47 794 57 1703 737 705
is_linear=0
shrinkage=0.1


Tree=3524
num_leaves=31
num_cat=0
split_feature=40 130 42 132 394 1203 0 130 133 16 12 133 0 33 16 1374 151 1371 481 481 43 151 130 3 3 1 3 3 12 474
split_gain=7.29596e-06 2.57079e-05 1.81284e-05 8.37099e-06 3.61247e-05 1.68496e-05 8.15447e-06 7.38637e-06 1.58726e-05 1.14278e-05 7.83798e-06 7.17997e-06 9.62478e-06 7.17831e-06 6.84781e-06 5.03994e-05 3.03338e-05 2.92894e-05 2.63567e-05 8.65489e-05 3.35485e-05 1.90474e-05 1.84619e-05 1.85305e-05 3.62559e-05 3.52506e-05 2.88197e-05 5.0924e-05 2.37728e-05 6.26818e-05
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 -0.083174999999999985 0.10969000000000002 0.089005000000000015 -0.072269999999999987 0.096505000000000021 -0.37971999999999995 -0.081299999999999983 0.10911500000000002 -0.015164999999999998 -0.087084999999999982 -0.009184999999999997 -0.0094449999999999968 0.087855000000000016 -0.37203999999999993 0.083235000000000017 -0.087424999999999989 -0.082049999999999984 -0.081374999999999989 -0.5225749999999999 0.10433000000000002 0.0022600000000000003 -0.0087149999999999988 0.084785000000000013 -0.017889999999999996 -0.045649999999999989 0.08598500000000002 0.08708500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 13 6 7 8 -3 11 -9 12 -10 -5 17 16 -16 21 20 -20 -18 -15 23 24 26 -25 27 28 29 -21
right_child=1 2 -4 4 -6 -7 -8 10 9 -11 -12 -13 -14 14 15 -17 18 -19 19 22 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=6.0204685032658747e-05 -0.00010810324499537026 -9.147082264895463e-05 7.6466770147934801e-05 -4.7735464707535185e-05 0.00013499269902240486 -9.3150433497578858e-05 -5.5846973050539686e-05 -4.9510546225726356e-06 1.5233594129550392e-05 6.9728812723908402e-05 8.15458007491543e-05 3.103994179400615e-05 -7.014472423414249e-05 -8.4084668868399608e-05 0.00011626879727589853 -0.00015918605373978307 4.598752933643049e-06 9.37036264682926e-05 0.00020402618058142251 -7.4448526684894512e-05 -0.0001763699913135497 3.8426853279280045e-06 8.6420135665407757e-05 0.00010201366905409776 -0.00014184499662157825 -4.3314332497874818e-06 7.4423368569360066e-05 -0.00014584615419153125 -2.7732426593568452e-09 0.00011282661421102517
leaf_weight=20 22 21 31 31 20 27 31 22 23 21 20 25 31 25 21 21 21 36 20 120 20 1697 21 41 22 130 37 29 494 21
leaf_count=20 22 21 31 31 20 27 31 22 23 21 20 25 31 25 21 21 21 36 20 120 20 1697 21 41 22 130 37 29 494 21
internal_value=0 -3.88289e-07 3.81353e-07 -3.92481e-07 1.07278e-06 -1.91358e-05 -8.83485e-06 1.06107e-07 -1.24355e-05 4.1619e-06 3.62379e-05 -1.32673e-05 -3.37799e-05 1.18591e-07 6.52984e-07 -5.87384e-06 -2.64459e-06 4.43245e-06 -5.20318e-06 -1.76201e-06 -8.36787e-05 2.56616e-06 -6.26011e-06 -8.43716e-06 -1.54389e-05 2.11665e-05 -1.14718e-05 -1.62581e-05 -1.03399e-05 -4.65565e-05
internal_weight=0 3101 3079 3048 2827 221 194 163 121 100 42 79 54 2807 2776 1018 997 1758 976 935 41 1722 915 894 723 171 701 664 635 141
internal_count=3121 3101 3079 3048 2827 221 194 163 121 100 42 79 54 2807 2776 1018 997 1758 976 935 41 1722 915 894 723 171 701 664 635 141
is_linear=0
shrinkage=0.1


Tree=3525
num_leaves=31
num_cat=0
split_feature=130 1 1429 156 1425 471 48 48 1374 4 1374 49 151 1375 151 150 147 2 1428 3 3 1209 1211 12 12 2 12 2 12 12
split_gain=6.59663e-06 1.02717e-05 6.15379e-06 1.52715e-05 1.17665e-05 1.38487e-05 6.85354e-06 1.12808e-05 1.98478e-05 1.01056e-05 9.8321e-06 9.60611e-06 1.08062e-05 1.23297e-05 9.1507e-06 1.59171e-05 2.1582e-05 4.96159e-05 1.3962e-05 9.45498e-06 5.83677e-05 2.337e-05 2.2861e-05 2.47985e-05 3.54912e-05 3.25512e-05 2.62904e-05 5.85452e-05 2.44971e-05 8.24155e-05
threshold=-0.23123999999999997 0.16540500000000002 0.12521000000000002 0.3248100000000001 0.095135000000000011 -0.071899999999999978 0.13400000000000004 0.12649500000000002 -0.26569999999999994 0.08184000000000001 -0.096434999999999979 0.27293500000000009 -0.24431999999999998 0.099110000000000018 0.13340000000000005 0.12416000000000001 0.093875000000000014 0.10672500000000001 0.087445000000000009 -0.081164999999999987 -0.080934999999999993 -0.087199999999999986 0.11048500000000001 0.092755000000000018 0.091545000000000015 0.089775000000000008 0.095330000000000012 0.089125000000000024 0.089300000000000004 0.088845000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 -8 -10 12 -12 14 15 16 18 -18 19 21 -21 -14 23 24 28 -26 27 -25 29 -23
right_child=1 -3 -4 -5 -6 6 9 -9 10 -11 11 -13 13 -15 -16 -17 17 -19 -20 20 -22 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=5.3356943348974357e-05 -8.1154242754911105e-05 -6.1806156817409722e-05 5.5432623303204305e-05 -8.5201415294293501e-05 6.4895334162429208e-05 9.0700252409684864e-05 5.9835813382152185e-05 -7.0171824383736666e-05 -6.3057117746211588e-05 -1.7549641129503641e-05 6.351094475744672e-05 -5.4548849220736884e-05 8.7465779688500344e-05 6.9851155218202623e-05 -5.1500269764801485e-05 8.4674095573559913e-05 -0.00018246786680503561 2.247807071263971e-05 6.0652032813155338e-05 -0.00015772074942651669 -3.4475007841609692e-06 -6.540501309332274e-07 8.9702132293799277e-05 -2.9799759926390834e-05 -1.416577839076386e-05 -0.00015882316880119367 1.1289845566032154e-05 0.00017056305035241949 4.0086291433937498e-05 -0.00016209034771291596
leaf_weight=23 21 27 20 21 28 24 45 23 25 27 27 32 34 25 35 22 21 27 38 25 1288 758 30 25 35 28 193 35 126 33
leaf_count=23 21 27 20 21 28 24 45 23 25 27 27 32 34 25 35 22 21 27 38 25 1288 758 30 25 35 28 193 35 126 33
internal_value=0 -3.96127e-07 1.43786e-07 -2.18645e-07 3.70344e-07 -2.31488e-07 3.38582e-07 -4.15764e-07 1.40157e-07 3.08163e-05 -6.19257e-07 -6.90462e-08 5.5247e-07 -5.94372e-08 -6.94295e-07 -4.00611e-08 -7.31349e-07 -6.71858e-05 4.73263e-07 -4.02903e-07 -6.38492e-06 5.65291e-06 3.4505e-06 1.35192e-06 -5.85381e-06 -7.8458e-05 2.92635e-05 8.70785e-05 -8.65735e-07 -7.38907e-06
internal_weight=0 3098 3071 3051 3030 3002 2981 2909 2886 72 2862 2837 2805 2778 2753 2718 2696 48 2648 2610 1313 1297 1263 1233 980 63 253 60 917 791
internal_count=3121 3098 3071 3051 3030 3002 2981 2909 2886 72 2862 2837 2805 2778 2753 2718 2696 48 2648 2610 1313 1297 1263 1233 980 63 253 60 917 791
is_linear=0
shrinkage=0.1


Tree=3526
num_leaves=31
num_cat=0
split_feature=401 15 132 1203 1212 12 16 1213 1209 43 16 401 402 16 0 0 0 12 0 484 13 43 43 12 15 0 3 2 394 401
split_gain=6.18184e-06 6.44268e-06 5.73228e-05 0.000143346 2.59035e-05 3.98925e-05 3.6135e-05 4.2649e-05 4.15994e-05 3.68776e-05 3.61273e-05 3.51326e-05 3.38098e-05 6.53558e-05 2.37896e-05 6.90002e-05 5.122e-05 4.75483e-05 4.32622e-05 2.30743e-05 4.00096e-05 3.07434e-05 2.55652e-05 3.25683e-05 2.2751e-05 1.88508e-05 1.63899e-05 1.8744e-05 1.24947e-05 2.3185e-05
threshold=0.13837000000000002 0.088345000000000021 -0.083284999999999984 0.088820000000000024 -0.089544999999999986 0.089300000000000004 -0.082404999999999992 -0.079804999999999987 -0.069599999999999981 -0.036954999999999995 -0.088704999999999992 1.0000000180025095e-35 -0.45015499999999992 -0.069894999999999985 -0.084044999999999995 -0.082284999999999983 -0.08095999999999999 0.083715000000000026 -0.079829999999999998 -0.023814999999999996 -0.077799999999999994 -0.06984499999999999 -0.043144999999999996 0.095330000000000012 0.088060000000000013 -0.07384499999999998 -0.080484999999999987 0.091545000000000015 -0.12099999999999998 0.10022000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 -3 4 5 -4 7 -6 -8 -9 26 12 13 -10 17 -16 -17 -14 -18 -20 -21 25 -23 -24 28 -22 -11 -28 -1 -30
right_child=-2 2 3 -5 6 -7 8 9 11 10 -12 -13 14 -15 15 16 18 -19 19 20 21 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=5.5762204168499211e-05 -5.407334455022854e-05 0.00012664325464030324 0.0001894656896365632 -0.00023801757529327006 -0.00016890948248883 4.5505412215009398e-06 0.00016090186065412129 -0.00010703111354704367 3.9713526581181218e-05 3.328463058486315e-05 0.00012804904856073503 0.00013914258757029616 -3.1931922239891723e-05 -0.00019386271660155416 -0.00013068340714116031 0.00016540733216496175 -0.00012793690818528245 0.0001475873531894144 -5.080812643947346e-05 0.00016412908139913767 0.00014753431860299316 -9.3592842469141562e-05 8.3287996057078022e-05 -5.5665819977988466e-05 -0.00010105658565526424 2.084381135318836e-05 -0.00012943704707140571 4.3239710066700358e-06 -9.2512933781095718e-08 -5.2699416014077318e-05
leaf_weight=38 21 39 20 24 21 28 20 33 25 35 22 21 25 23 33 23 21 36 35 22 24 28 37 31 23 23 20 22 2261 87
leaf_count=38 21 39 20 24 21 28 20 33 25 35 22 21 25 23 33 23 21 36 35 22 24 28 37 31 23 23 20 22 2261 87
internal_value=0 3.66308e-07 8.87831e-06 1.83409e-06 1.10004e-05 8.15985e-05 5.15779e-06 -3.65405e-05 2.00989e-05 -1.54818e-05 1.50346e-05 1.31798e-05 6.32691e-06 -7.22084e-05 1.74799e-05 5.03012e-06 2.33848e-05 7.40139e-05 8.6042e-06 2.2941e-05 3.85848e-05 1.92703e-05 -1.31728e-05 1.99414e-05 -2.07528e-06 8.55368e-05 -1.72552e-05 -5.93718e-05 -1.12115e-06 -2.04175e-06
internal_weight=0 3100 691 652 628 48 580 153 427 132 99 407 386 48 338 277 244 61 221 200 165 143 96 68 2409 47 77 42 2386 2348
internal_count=3121 3100 691 652 628 48 580 153 427 132 99 407 386 48 338 277 244 61 221 200 165 143 96 68 2409 47 77 42 2386 2348
is_linear=0
shrinkage=0.1


Tree=3527
num_leaves=31
num_cat=0
split_feature=132 132 15 1186 42 42 130 2 2 1186 129 394 52 394 13 40 13 0 43 15 1210 34 12 9 1 40 40 151 40 9
split_gain=6.78637e-06 3.36269e-05 1.73985e-05 1.35831e-05 7.36152e-06 1.61786e-05 1.13626e-05 7.81271e-06 1.24233e-05 6.84883e-06 1.52715e-05 1.57955e-05 1.03588e-05 1.67649e-05 7.6311e-06 7.34331e-05 3.35868e-05 2.31702e-05 1.53438e-05 8.96296e-06 7.28518e-06 7.05282e-06 4.48153e-05 2.64653e-05 4.41543e-05 1.50856e-05 2.17766e-05 1.75254e-05 1.47157e-05 1.53373e-05
threshold=-0.083174999999999985 -0.034244999999999991 0.092400000000000024 0.049580000000000006 -0.021469999999999996 -0.010544999999999997 0.0032450000000000001 0.089125000000000024 0.10136500000000002 0.083355000000000012 -0.077709999999999987 -0.10421499999999999 0.08568000000000002 -0.089309999999999987 0.24813000000000004 -0.24452499999999996 0.23074000000000003 -0.059114999999999994 -0.50775499999999985 0.23208000000000004 -0.42132499999999995 -0.057544999999999992 -0.040564999999999997 0.091905000000000014 0.13332000000000002 -0.083564999999999987 -0.081564999999999985 -0.080549999999999997 -0.07632499999999999 -0.08619499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 -8 -9 10 -3 -12 13 -11 15 -13 18 -16 -17 20 -20 22 28 25 -25 27 -27 -23 29 -22
right_child=1 9 -4 -5 5 -7 7 8 -10 12 11 14 -14 -15 17 16 -18 -19 19 -21 21 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-7.2075502276465364e-05 9.3519894037924066e-05 -8.7838711842778145e-05 -9.5436264338786712e-05 -8.2895473107263189e-05 9.8234537191191617e-05 -4.6714102718397048e-06 -2.9056167445437372e-05 8.8043737300072934e-05 -2.2081129282014447e-05 -6.2808547608299363e-05 7.8986304224599741e-05 0.00019100120536677426 9.1482320713112144e-05 5.0831931079140784e-05 2.2932819991916377e-07 7.2053233201711857e-05 -0.00012165468531589875 -0.00011609890852528422 5.7041889764756582e-05 6.5589880232437285e-05 7.4340851167037795e-05 -0.00012894840918306727 0.00015781619780682379 -0.00018890393268520712 2.1225411164778054e-05 0.00010065141364715861 -1.6385611815317675e-06 -3.3581916941329834e-06 -7.7062250562923276e-05 -2.9805711194292656e-05
leaf_weight=26 39 20 25 21 22 50 37 21 20 21 25 20 20 34 67 29 23 23 21 20 26 20 20 20 20 21 2331 25 23 31
leaf_count=26 39 20 25 21 22 50 37 21 20 21 25 20 20 34 67 29 23 23 21 20 26 20 20 20 20 21 2331 25 23 31
internal_value=0 1.2904e-06 -1.68508e-05 -6.87797e-06 2.1923e-06 2.67721e-05 -1.48245e-05 4.2592e-06 3.43243e-05 3.27241e-08 -7.70327e-07 -1.40538e-07 2.98527e-05 7.44193e-06 -8.62498e-07 1.10062e-07 -1.34158e-06 -2.9499e-05 -2.80131e-07 -1.09381e-06 -1.61518e-06 -2.10072e-06 2.39278e-05 -3.16877e-06 -8.38393e-05 -1.82258e-06 -7.25258e-07 -5.91761e-05 -9.54433e-06 1.76997e-05
internal_weight=0 2899 222 197 176 72 104 78 41 2860 2785 2765 75 55 2740 2650 2630 90 2607 2578 2558 2537 100 2437 40 2397 2352 45 80 57
internal_count=3121 2899 222 197 176 72 104 78 41 2860 2785 2765 75 55 2740 2650 2630 90 2607 2578 2558 2537 100 2437 40 2397 2352 45 80 57
is_linear=0
shrinkage=0.1


Tree=3528
num_leaves=31
num_cat=0
split_feature=1429 156 1429 1425 1425 132 1203 1185 50 132 1208 1208 1209 1209 1209 403 0 1209 401 0 4 133 402 402 403 13 1200 1211 130 40
split_gain=6.05345e-06 2.03899e-05 8.46911e-06 6.64292e-06 1.48156e-05 5.86324e-06 0.000177226 9.69918e-05 3.73899e-05 6.28688e-06 6.53447e-06 1.23023e-05 2.26974e-05 1.05261e-05 8.67822e-06 1.51462e-05 0.000135115 1.9709e-05 9.93684e-06 5.68229e-05 2.66532e-05 2.32539e-05 1.10478e-05 7.05434e-06 3.59451e-05 1.32877e-05 1.06522e-05 1.05083e-05 7.64533e-06 1.30957e-05
threshold=-0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.10034500000000002 0.084030000000000007 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.097510000000000013 -0.034244999999999991 0.11531000000000001 0.10233500000000001 -0.097919999999999993 -0.087714999999999987 0.10656 -0.52800499999999995 -0.086234999999999992 -0.069599999999999981 -1.0000000180025095e-35 -0.072594999999999979 -0.077834999999999988 0.50628500000000021 -0.10234999999999998 -0.064959999999999976 -0.083124999999999991 -0.0051199999999999987 0.087860000000000008 0.10326000000000002 -0.23123999999999997 -0.24290999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 -7 -4 -9 11 12 -11 -14 15 16 -15 -17 19 20 -19 22 -20 24 25 -24 27 28 -25 -30
right_child=1 -3 3 -5 -6 7 -8 9 -10 10 -12 -13 13 14 -16 17 -18 18 21 -21 -22 -23 23 26 -26 -27 -28 -29 29 -31
leaf_value=-5.2270202947759326e-05 -5.4068129047036882e-05 0.00010101476218551398 9.5835498541418924e-07 -5.5820491564060965e-05 8.4320011575029989e-05 -0.00021033292650000395 0.00029189947526901959 4.0863452771813367e-05 -0.00014341537287691609 -0.00010648267605574802 -4.9986568494484972e-05 6.2022349152357495e-05 6.2568442741327027e-05 0.00010129842454002106 6.5430739232397181e-05 9.46666652453132e-05 -0.00021222711312239649 -3.7039147274400522e-05 -6.2793330185481218e-05 -0.00013887836628327934 0.0001077955653272511 8.6819555502687208e-05 -7.3585745364349961e-05 5.9425566342681473e-05 0.00012488499613447438 3.6778991052415222e-05 -7.3220878402935344e-05 6.4555531658697882e-05 -8.1751570833148447e-05 -4.7110153057572392e-07
leaf_weight=22 29 20 174 21 21 22 21 38 20 20 26 32 27 28 20 22 27 27 28 32 24 31 24 21 26 20 20 25 20 2233
leaf_count=22 29 20 174 21 21 22 21 38 20 20 26 32 27 28 20 22 27 27 28 32 24 31 24 21 26 20 20 25 20 2233
internal_value=0 3.71073e-07 -2.8267e-07 2.28733e-07 6.17321e-07 3.29609e-08 1.59457e-05 -1.19198e-06 -1.39255e-05 4.68472e-07 -9.31854e-08 3.86027e-07 -3.51305e-07 4.48178e-07 -1.90044e-07 -6.9327e-07 -5.26141e-05 4.25275e-07 -3.93892e-07 -3.44225e-05 3.11184e-05 7.59858e-07 -3.43928e-07 3.88003e-07 3.16647e-05 -2.342e-05 -5.56099e-07 7.60435e-08 -6.32834e-07 -1.19263e-06
internal_weight=0 3099 3079 3050 3029 3008 215 2793 194 2771 2733 2707 2675 2655 2628 2608 55 2553 2531 83 51 2448 2417 2389 70 44 2319 2299 2274 2253
internal_count=3121 3099 3079 3050 3029 3008 215 2793 194 2771 2733 2707 2675 2655 2628 2608 55 2553 2531 83 51 2448 2417 2389 70 44 2319 2299 2274 2253
is_linear=0
shrinkage=0.1


Tree=3529
num_leaves=31
num_cat=0
split_feature=132 1203 393 130 40 124 124 97 34 105 9 0 49 1 9 40 43 40 16 16 48 457 129 401 13 16 0 12 45 43
split_gain=6.60481e-06 4.17466e-05 4.10003e-05 6.65706e-06 1.76388e-05 5.82868e-06 2.32244e-05 1.51455e-05 1.81916e-05 4.45922e-05 2.37247e-05 3.5665e-05 1.40086e-05 1.2418e-05 1.18522e-05 7.1127e-06 1.66106e-05 1.07603e-05 9.41923e-06 3.62023e-05 2.30424e-05 3.73402e-05 2.15435e-05 2.03585e-05 1.71733e-05 3.25648e-05 3.14438e-05 1.93801e-05 4.41288e-05 4.06272e-05
threshold=-0.083449999999999983 0.089480000000000018 0.12679500000000002 -0.23647499999999996 -0.23755499999999996 -0.086944999999999981 -0.087424999999999989 -0.082154999999999992 -0.057544999999999992 1.0000000180025095e-35 0.091905000000000014 -0.0058249999999999994 -0.053364999999999996 0.104035 0.081890000000000004 -0.083564999999999987 -0.095049999999999982 -0.079414999999999986 -0.18708499999999997 -0.29154999999999992 -0.072824999999999987 0.091945000000000013 -0.082304999999999975 0.078085000000000016 -0.096404999999999991 -0.093244999999999981 -0.10474999999999998 -0.010834999999999999 0.084355000000000013 -0.053764999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 12 -7 9 -9 14 -12 -6 -14 15 16 -10 -17 19 20 -19 23 -20 -22 25 26 -24 29 -29 -26
right_child=2 -3 -4 4 5 7 -8 8 10 -11 11 -13 13 -15 -16 17 -18 18 22 -21 21 -23 24 -25 27 -27 -28 28 -30 -31
leaf_value=-2.8272317027882792e-06 -5.7276368606835605e-05 -0.00015449531281774398 0.00013725208488970318 8.1062591009497381e-05 -6.7024435955555307e-05 -6.8363654050203465e-05 0.00011703675616964965 0.00014226802151305103 2.0094900381601685e-05 -5.3236201547406385e-05 -0.00016801981087317993 1.6280626342839759e-05 -1.4358410108423628e-05 7.8483016404788945e-05 7.6576417195610706e-05 5.5843333693166436e-05 -0.00010724350140662865 -8.5790137029928911e-05 9.7762176427868724e-05 -0.00011143215433548904 -1.6288061686069793e-05 0.00013664235666510649 2.6028746105032993e-05 8.5138232283167212e-05 -5.7586251205066221e-06 6.7567665834372154e-06 0.00019747288417420349 -2.0760533176907485e-06 0.00013437502190451295 -0.00017439744151488413
leaf_weight=196 20 20 22 27 23 33 21 28 21 20 21 21 34 25 20 34 20 31 23 36 197 20 23 22 50 146 20 1903 24 20
leaf_count=196 20 20 22 27 23 33 21 28 21 20 21 21 34 25 20 34 20 31 23 36 197 20 23 22 50 146 20 1903 24 20
internal_value=0 -1.68706e-05 1.25439e-06 2.16601e-07 6.18228e-07 -1.47639e-07 2.32048e-05 -1.02774e-06 -2.04741e-07 6.08079e-05 -1.30904e-06 -7.58696e-05 -8.25275e-07 2.49812e-05 -1.09218e-07 -7.01385e-07 -4.20214e-05 -3.67637e-08 -7.922e-07 -1.7235e-05 -4.67539e-06 5.84577e-06 1.48553e-06 -6.09912e-06 4.72552e-07 2.92836e-05 0.00010577 -2.25419e-06 -3.76611e-07 -5.39411e-05
internal_weight=0 216 2905 2883 2863 2836 103 2733 2700 48 2652 42 82 59 2610 2590 41 2549 2515 306 270 239 2209 219 2186 189 43 1997 1927 70
internal_count=3121 216 2905 2883 2863 2836 103 2733 2700 48 2652 42 82 59 2610 2590 41 2549 2515 306 270 239 2209 219 2186 189 43 1997 1927 70
is_linear=0
shrinkage=0.1


Tree=3530
num_leaves=31
num_cat=0
split_feature=1211 43 1212 1212 0 1213 402 401 401 132 50 1211 1203 1211 1212 52 1212 1212 4 394 129 1451 1453 483 15 483 1420 155 1453 483
split_gain=6.01123e-06 2.05388e-05 1.62874e-05 9.69163e-06 2.54597e-05 1.12267e-05 9.61859e-06 8.56773e-05 1.75691e-05 7.97486e-06 0.000185081 0.000175656 3.55783e-05 1.61086e-05 1.03233e-05 3.13235e-05 5.01473e-05 2.47451e-05 1.97283e-05 8.56991e-06 9.94182e-06 8.46546e-06 1.23106e-05 1.51274e-05 3.51489e-05 2.86746e-05 1.09195e-05 1.39123e-05 7.88441e-06 9.2569e-06
threshold=0.11716500000000001 0.062770000000000006 0.13613500000000003 0.10321500000000002 -0.079459999999999989 -0.020279999999999996 -0.45015499999999992 -1.0000000180025095e-35 -0.06959499999999999 -0.083284999999999984 0.097510000000000013 0.092860000000000012 0.089480000000000018 0.086285000000000014 0.087615000000000012 0.0031350000000000002 0.090240000000000015 0.087210000000000024 -0.084564999999999987 -0.10421499999999999 -0.082304999999999975 0.087145000000000014 1.0000000180025095e-35 -0.095689999999999983 -0.0063699999999999989 -0.088629999999999987 0.056520000000000008 0.14547000000000002 -0.085794999999999982 -0.03601999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 7 -1 -8 10 12 13 -10 14 17 18 -17 19 -16 -11 -21 22 23 24 -22 -25 27 28 -27 -30
right_child=1 -3 -4 4 -6 -7 8 -9 9 11 -12 -13 -14 -15 15 16 -18 -19 -20 20 21 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=-0.00020253016187780305 8.1853307765964993e-05 -4.6572823302994953e-05 -8.2633642280901173e-05 4.9570053604177454e-05 0.00013218036372563801 -4.8377421640907418e-05 7.4826632232044744e-05 7.0546782269418512e-05 2.1825182141059707e-06 -4.9474453387249796e-05 0.00030714096052179233 -0.0002903906042948144 -0.00013904578298934214 8.7197496499616796e-05 -5.2289982413640246e-05 -0.00020997199164412449 -1.1474056248386791e-05 0.0001113357103895396 7.5099794846591398e-05 6.3098806567722941e-05 0.0001259347558390863 4.7855835307725815e-05 -6.9435632324782028e-05 -0.00011775223787740939 -4.1686981883902845e-05 -6.1508931408059736e-05 -7.2158625421469058e-05 7.6017949929034034e-05 4.0572476199568802e-05 -9.5991368661490399e-07
leaf_weight=20 33 20 24 22 20 25 31 27 165 35 20 21 20 21 20 20 35 20 31 25 29 36 26 21 22 21 21 24 55 2211
leaf_count=20 33 20 24 22 20 25 31 27 165 35 20 21 20 21 20 20 35 20 31 25 29 36 26 21 22 21 21 24 55 2211
internal_value=0 3.33906e-05 -5.76823e-07 7.01422e-08 3.76823e-05 -2.52967e-06 -7.76352e-07 -4.56562e-05 -5.64368e-08 -8.57187e-07 1.81562e-05 -2.30401e-06 -1.30854e-05 -4.0704e-08 -7.31504e-07 -3.13088e-05 -8.36551e-05 5.41551e-07 2.5143e-05 -3.35679e-07 3.54749e-07 -2.81342e-07 -9.94486e-07 -2.54274e-07 5.36273e-05 -1.42213e-06 -3.74559e-07 2.77741e-07 -5.17084e-07 4.8154e-08
internal_weight=0 53 3068 3044 67 47 2977 47 2930 2899 205 2694 185 2673 2652 106 55 2546 51 2526 2491 2466 2430 2404 51 2353 2332 2311 2287 2266
internal_count=3121 53 3068 3044 67 47 2977 47 2930 2899 205 2694 185 2673 2652 106 55 2546 51 2526 2491 2466 2430 2404 51 2353 2332 2311 2287 2266
is_linear=0
shrinkage=0.1


Tree=3531
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 4 133 13 43 133 43 0 43 4 1210 3 2 0 15 15 13 1447 15 131 16 16 12 1210 3 52 3
split_gain=6.86525e-06 3.80695e-05 1.56514e-05 6.02922e-06 1.51646e-05 6.35113e-06 2.10901e-05 2.36944e-05 3.03735e-05 1.33203e-05 5.87442e-05 2.22583e-05 7.44833e-05 2.76029e-05 2.65715e-05 1.55827e-05 1.33045e-05 1.97337e-05 2.04365e-05 1.76057e-05 1.07448e-05 1.09493e-05 1.77488e-05 4.12091e-05 2.1753e-05 1.71034e-05 6.85892e-05 6.3792e-05 6.40422e-05 6.08531e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.23631000000000002 0.63113500000000011 -0.14032999999999998 -0.010094999999999998 -0.0047449999999999992 -0.15129499999999999 0.084740000000000024 -0.097274999999999986 0.055925000000000009 -0.073934999999999987 0.13089000000000003 -0.078244999999999995 0.11585500000000001 -0.084509999999999988 0.084840000000000013 0.088655000000000025 -0.13710499999999998 0.093155000000000016 0.11728000000000001 0.09055500000000001 -0.040964999999999994 0.057265000000000003 0.093965000000000007 -0.064799999999999983 -0.065229999999999996 0.016565000000000003 -0.070649999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -3 16 11 -11 13 14 20 -13 -12 17 19 -19 -9 21 25 23 -23 -25 -7 -27 29 -29 -28
right_child=1 3 -4 -5 -6 9 -8 8 -10 10 15 12 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26 26 27 28 -30 -31
leaf_value=-7.068226095958753e-06 0.00013545075475814797 0.00010162222217906291 -8.830528434676429e-05 -5.0675622238170195e-05 7.9884403324588987e-05 3.0190215266693934e-06 -4.3765202521017079e-05 -9.9058335243691045e-07 -9.2497045736071538e-05 -0.00017343192084808836 4.025527922522088e-05 5.7894559754261183e-05 0.00021817900938913225 -9.5216555505870813e-05 -9.9708177076536229e-05 -5.7107397995423524e-05 8.5912321382613095e-05 -0.00010534318010156444 2.7291232702107387e-05 0.00013010661212319973 -7.1467564218134303e-05 0.00013456296700626677 -5.0277080019138037e-05 -6.6610073151553351e-05 4.3478573034008156e-05 -0.0001952936035931565 -7.8050120464795542e-06 -1.5041908213438897e-05 -0.00024983522210580609 0.00014544953718151582
leaf_weight=195 21 38 27 23 24 1809 47 21 23 24 48 23 20 31 20 25 34 21 26 20 21 35 24 28 50 21 347 26 21 28
leaf_count=195 21 38 27 23 24 1809 47 21 23 24 48 23 20 31 20 25 34 21 26 20 21 35 24 28 50 21 347 26 21 28
internal_value=0 1.29787e-06 -1.69484e-05 3.18997e-07 7.29812e-07 5.87733e-08 1.59868e-05 3.13329e-05 1.29123e-05 -1.3497e-06 -3.77093e-05 5.87951e-08 5.87459e-05 -1.45587e-06 -1.5409e-05 6.9119e-06 3.27845e-05 1.22579e-05 -3.1971e-05 6.29593e-05 -2.49816e-07 3.76209e-07 2.78241e-05 4.4412e-05 3.95957e-06 -1.29358e-06 -1.89042e-05 -1.01265e-05 -0.00011995 3.63799e-06
internal_weight=0 2899 222 2878 2855 2831 230 183 145 2601 97 2504 63 2441 43 73 122 88 47 41 2410 2389 137 113 78 2252 443 422 47 375
internal_count=3121 2899 222 2878 2855 2831 230 183 145 2601 97 2504 63 2441 43 73 122 88 47 41 2410 2389 137 113 78 2252 443 422 47 375
is_linear=0
shrinkage=0.1


Tree=3532
num_leaves=31
num_cat=0
split_feature=1211 1203 13 1212 12 2 1186 394 393 129 129 13 2 15 160 15 1204 399 39 1 13 52 1 42 12 42 52 1209 3 1209
split_gain=5.74002e-06 2.31268e-05 3.92382e-05 3.11786e-05 2.30361e-05 1.98174e-05 8.81681e-06 7.40546e-06 1.31916e-05 6.78774e-06 2.0048e-05 1.83371e-05 1.81733e-05 4.35702e-05 3.09243e-05 3.00668e-05 1.79199e-05 1.19475e-05 1.10741e-05 1.66571e-05 1.76348e-05 5.12158e-05 2.23961e-05 1.59083e-05 2.53463e-05 1.78909e-05 3.93348e-05 3.50418e-05 9.38409e-05 1.62528e-05
threshold=0.087635000000000005 0.089480000000000018 -0.01163 0.11796000000000001 0.096395000000000022 0.087505000000000013 -0.10142499999999997 -0.15150999999999998 0.10585500000000002 0.083780000000000007 0.086435000000000012 -0.011914999999999999 0.094565000000000024 -0.068899999999999975 -1.0000000180025095e-35 0.086085000000000009 -0.098194999999999991 -0.065739999999999979 -0.020804999999999994 0.16540500000000002 0.24813000000000004 0.086040000000000019 0.15471500000000002 -0.095859999999999987 0.09474500000000001 -0.088934999999999986 0.084735000000000019 -0.087714999999999987 -0.081644999999999981 -0.074484999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 -1 -8 9 16 -11 -12 14 -14 -13 -16 -9 -18 -19 20 22 -22 23 24 -20 26 -25 28 -27 -29
right_child=1 -3 -4 4 -6 -7 7 8 -10 10 11 12 13 -15 15 -17 17 18 19 -21 21 -23 -24 25 -26 27 -28 29 -30 -31
leaf_value=-5.8944514498412343e-05 0.00012786446944065735 0.00011639091188997208 -0.0001040146184634607 3.9172577210896027e-05 -0.00010894622745191945 1.3110682711056953e-05 -4.7560409020110403e-05 -8.6367734125815336e-05 5.9408403372750347e-05 9.5152067641330565e-05 6.7195415259017246e-05 5.5406421328687276e-05 -5.0264268299006525e-05 9.9213716445471323e-05 -0.00016750089098422906 -2.2179324540567386e-05 5.4362929643646473e-05 -5.9677919891714049e-05 -1.3054269062274177e-05 7.9849968547932815e-05 1.0512139879910347e-05 -0.00018631311890203507 0.00010450391513586512 -0.00012599256058618065 0.00014087207076954656 0.00023429478255407462 2.0831614194714742e-05 -8.4898254802586365e-05 -5.1634177119315919e-05 -2.1706398917725809e-06
leaf_weight=26 34 21 27 21 21 27 33 25 37 28 38 23 39 39 24 35 38 33 23 25 39 20 20 36 20 22 37 24 24 2262
leaf_count=26 34 21 27 21 21 27 33 25 37 28 38 23 39 39 24 35 38 33 23 25 39 20 20 36 20 22 37 24 24 2262
internal_value=0 1.90195e-05 3.2903e-06 3.14188e-05 -3.48868e-05 7.70718e-05 -9.66991e-07 -4.54961e-07 7.9041e-08 -6.84768e-07 1.59503e-05 4.75002e-06 -1.00808e-05 2.44747e-05 -4.29506e-05 -8.12932e-05 -2.10453e-06 -1.30141e-06 -2.11968e-06 -1.3754e-06 -2.17897e-06 -5.62083e-05 -8.87347e-07 -1.74839e-06 5.85394e-05 -2.8263e-06 -5.15748e-05 -1.30029e-06 8.51145e-05 -3.03917e-06
internal_weight=0 151 130 103 42 61 2970 2944 2911 2874 226 198 160 78 82 59 2648 2623 2585 2552 2527 59 2468 2448 43 2405 73 2332 46 2286
internal_count=3121 151 130 103 42 61 2970 2944 2911 2874 226 198 160 78 82 59 2648 2623 2585 2552 2527 59 2468 2448 43 2405 73 2332 46 2286
is_linear=0
shrinkage=0.1


Tree=3533
num_leaves=31
num_cat=0
split_feature=401 401 402 1210 1211 15 132 50 393 15 133 2 133 403 1208 43 403 133 403 12 403 130 42 1213 403 132 15 12 13 132
split_gain=5.57249e-06 1.11528e-05 1.59956e-05 1.38906e-05 6.52048e-06 3.58418e-05 9.25301e-06 4.39961e-05 1.82149e-05 1.47751e-05 7.13926e-06 1.84674e-05 1.83446e-05 8.88504e-06 4.75904e-05 4.33244e-05 2.60529e-05 7.3885e-06 1.08528e-05 1.68532e-05 1.26885e-05 7.58701e-06 1.09189e-05 7.21467e-06 3.23619e-05 9.15502e-06 1.95899e-05 2.37426e-05 3.11865e-05 1.86233e-05
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.11048500000000001 0.090750000000000011 -0.083284999999999984 0.10022000000000002 0.12069000000000002 0.092400000000000024 0.41553500000000004 0.087195000000000009 0.41068500000000002 -0.54856499999999986 0.099975000000000008 -0.032879999999999993 -0.52800499999999995 0.2590050000000001 -0.14669999999999997 0.086655000000000024 -0.11227499999999999 -0.22699999999999995 0.15021500000000002 0.060985000000000004 -0.036149999999999995 0.093160000000000007 -0.26481999999999994 0.086565000000000017 -0.010384999999999998 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 7 9 10 -4 12 -12 13 15 16 -8 -15 18 19 -18 -20 -22 23 25 -25 29 -27 -28 -29 -23
right_child=1 2 3 -5 5 -7 8 -9 -10 -11 11 -13 -14 14 -16 -17 17 -19 20 -21 21 22 -24 24 -26 26 27 28 -30 -31
leaf_value=5.2615484237321658e-05 -6.9715603018741365e-05 6.9426389539082518e-05 4.1763664181385063e-06 -8.3635594201041393e-05 -3.7260160000490341e-05 0.00012866360347011917 -0.00015263058870914394 -0.00016187375531444561 9.3693742590923132e-05 -7.9611077353547444e-05 2.6855137998825826e-05 -0.00010424894672641213 9.1790840418649509e-05 -0.00011127390434488743 0.00015450696319931013 4.8612794109984586e-05 -9.8278887435299112e-05 4.432976445394544e-05 8.019860950298608e-05 1.3528903806358219e-05 -6.1115598073229206e-05 -1.078444923974106e-06 6.3968346727994726e-05 -2.3719220888252545e-05 0.00012460604778728642 -4.3253283741162911e-05 0.00011509815038555866 6.2246857291588996e-05 -9.1342933610576442e-05 -6.9099590916998639e-05
leaf_weight=20 23 33 171 20 30 23 20 20 21 24 21 22 22 21 20 23 28 38 20 26 20 2201 27 38 24 31 34 39 20 41
leaf_count=20 23 33 171 20 30 23 20 20 21 24 21 22 22 21 20 23 28 38 20 26 20 2201 27 38 24 31 34 39 20 41
internal_value=0 -3.39342e-07 1.79064e-07 -5.71399e-07 -2.22144e-08 3.47445e-05 -6.42213e-07 -2.06232e-05 9.15969e-07 -6.13593e-06 2.03859e-07 -4.02214e-05 8.49341e-07 1.00291e-07 8.3805e-07 -4.49888e-05 -3.40393e-07 5.60111e-07 -9.23984e-08 -4.44455e-05 8.67549e-07 2.2649e-07 7.26221e-07 2.29524e-08 3.3697e-05 -8.59462e-07 2.55908e-05 4.85388e-05 1.01825e-05 -2.32236e-06
internal_weight=0 3101 3078 3045 3025 53 2972 215 2757 195 2736 43 2693 2671 2628 43 2608 2587 2549 54 2495 2475 2455 2428 62 2366 124 93 59 2242
internal_count=3121 3101 3078 3045 3025 53 2972 215 2757 195 2736 43 2693 2671 2628 43 2608 2587 2549 54 2495 2475 2455 2428 62 2366 124 93 59 2242
is_linear=0
shrinkage=0.1


Tree=3534
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 48 15 16 2 3 52 1208 403 42 1208 401 16 1213 1213 12 1209 3 402 484 4 3 52 1 121 42 1212
split_gain=7.04443e-06 0.000182218 9.99293e-05 3.95155e-05 6.29398e-06 9.09543e-06 1.0287e-05 1.13549e-05 1.40099e-05 7.79117e-06 5.87764e-06 3.59677e-05 7.97392e-05 1.37494e-05 5.96211e-06 2.75613e-05 5.23187e-05 8.13745e-05 6.66703e-05 1.88795e-05 7.38836e-05 9.2843e-06 7.23346e-05 9.5934e-05 1.17667e-05 1.20824e-05 1.10659e-05 2.22644e-05 1.23145e-05 1.04919e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.086125000000000021 -0.10653 -0.090054999999999982 0.097385000000000013 -0.083154999999999993 0.085815000000000016 0.098655000000000007 -0.54448499999999989 0.11603500000000001 1.0000000180025095e-35 0.10022000000000002 -0.092484999999999984 -0.083944999999999978 -0.41330499999999998 0.088365000000000013 -0.069599999999999981 -0.082154999999999992 0.095250000000000015 -0.081614999999999979 -0.082594999999999988 -0.078244999999999995 0.048520000000000008 0.16540500000000002 -0.094339999999999993 -0.23108499999999998 -0.073259999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -7 8 9 -8 13 -12 -13 14 19 -16 17 -17 -18 20 -4 26 -23 -24 25 -25 27 -21 -29 -30
right_child=2 -3 10 -5 -6 6 7 -9 -10 -11 11 12 -14 -15 15 16 18 -19 -20 21 -22 22 23 24 -26 -27 -28 28 29 -31
leaf_value=7.0845894758046291e-05 -0.00021362102617620787 0.00029738374488217582 -6.6331844136584552e-05 -0.00014568638380296761 -4.7510550269759159e-05 -5.6419580617400177e-05 -2.0212435525276568e-05 6.7189856248472187e-05 -7.8332597477128734e-05 5.2018433439116056e-05 -0.00014099392356001773 -9.8883570404723287e-05 0.00016900693393836266 7.338695853692257e-05 -0.0001126910176236169 -1.9302373483595958e-05 -0.0001973911338174493 0.00023227515966937063 2.0569020863250545e-05 -9.7372962530547144e-05 0.00020548345950373916 -0.00011473070814510586 0.00025879343499712247 -6.6529561243679271e-05 7.3112500302324241e-05 3.8383441746451093e-05 7.3159006133209916e-05 6.7868969087542683e-05 -4.6653370904095938e-05 -3.6546159798020719e-07
leaf_weight=21 22 21 20 20 22 26 28 29 20 32 20 25 20 26 26 36 23 20 36 24 20 27 21 23 22 21 20 26 50 2374
leaf_count=21 22 21 20 20 22 26 28 29 20 32 20 25 20 26 26 36 23 20 36 24 20 27 21 23 22 21 20 26 50 2374
internal_value=0 1.72943e-05 -1.30511e-06 -1.24122e-05 2.56246e-06 9.62404e-06 1.0064e-07 1.35825e-05 -5.85013e-06 1.83107e-05 3.16747e-07 -2.94128e-05 2.01789e-05 1.00322e-06 3.28433e-07 -1.97082e-05 1.31397e-06 7.05467e-05 -6.43985e-05 1.39534e-06 6.95758e-05 3.49627e-07 2.82568e-05 7.26323e-05 1.33992e-05 -1.64574e-05 -9.26003e-07 -1.52491e-06 -5.85992e-07 -1.32025e-06
internal_weight=0 219 2902 198 178 156 135 109 80 60 2880 65 45 2815 2789 141 115 56 59 2648 40 2608 114 87 66 44 2494 2474 2450 2424
internal_count=3121 219 2902 198 178 156 135 109 80 60 2880 65 45 2815 2789 141 115 56 59 2648 40 2608 114 87 66 44 2494 2474 2450 2424
is_linear=0
shrinkage=0.1


Tree=3535
num_leaves=31
num_cat=0
split_feature=130 40 120 132 15 132 1186 402 1212 1212 16 0 1213 12 402 12 43 402 1212 402 403 16 42 156 12 1453 3 52 52 12
split_gain=5.98681e-06 1.16349e-05 7.41905e-06 5.97911e-06 0.000164239 9.13298e-05 3.24607e-05 5.80929e-06 1.1746e-05 8.05169e-06 1.50582e-05 3.47141e-05 1.39675e-05 8.43347e-06 3.50735e-05 2.80339e-05 0.000184739 2.70053e-05 0.000159513 5.07657e-05 2.69919e-05 4.31746e-05 2.87538e-05 4.13308e-05 3.31614e-05 2.95051e-05 3.15895e-05 4.93744e-05 7.1301e-05 4.55335e-05
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.083284999999999984 0.091915000000000011 -0.076764999999999986 0.0044650000000000011 0.31278000000000006 0.15049500000000002 0.10167000000000001 -0.066924999999999985 -0.077084999999999987 -0.020279999999999996 0.092995000000000008 0.12933500000000003 0.092355000000000007 -0.043144999999999996 0.11191000000000001 -0.089544999999999986 0.10708500000000001 0.03138500000000001 -0.065999999999999989 -0.095859999999999987 -0.065739999999999979 0.099815000000000015 -0.064249999999999988 -0.068334999999999993 1.0000000180025095e-35 0.11434500000000002 0.096525000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 -3 8 9 13 11 12 -11 15 20 17 -17 19 -19 -7 22 -22 24 -24 -15 -25 29 -28 -29 -27
right_child=1 2 -4 5 -6 7 -8 -9 -10 10 -12 -13 -14 14 -16 16 -18 18 -20 -21 21 -23 23 25 -26 26 27 28 -30 -31
leaf_value=5.0830865011844061e-05 -7.6403109778766528e-05 -1.947528767635765e-06 5.7980174196100887e-05 -0.00020929077940568926 0.00025146136208954538 5.7081665750905491e-07 -0.00013377404563167755 5.2427592059497584e-05 -7.4872683970690046e-05 6.8853009288432084e-05 -3.8166074283743423e-05 0.00014668861653626666 -3.7676941781228385e-05 0.00015738747635623442 -0.00013781784712461689 -8.1458457915526683e-05 0.00027663407207001006 7.91967629629653e-05 -0.00027531238821128766 0.00016073559166670747 0.00014544339964200404 -1.7518641618300683e-05 9.9446956220264045e-05 8.2919288394370366e-05 -9.9067659996366369e-07 -6.0671836120036457e-05 -4.6141051692446612e-06 -0.00028737898603801364 -4.6808417911441736e-05 9.7815904958880264e-06
leaf_weight=23 20 169 22 21 26 1881 21 21 21 20 26 25 32 20 21 34 25 30 22 20 29 37 27 23 39 160 41 22 28 215
leaf_count=23 20 169 22 21 26 1881 21 21 21 20 26 25 32 20 21 34 25 30 22 20 29 37 27 23 39 160 41 22 28 215
internal_value=0 -3.77379e-07 1.16615e-07 -2.99942e-07 1.57389e-05 -1.5198e-06 -1.65178e-05 2.79802e-08 -3.65298e-07 1.98136e-07 2.76339e-05 4.98521e-05 3.29612e-06 -8.58666e-07 -1.06492e-05 2.36268e-06 7.02757e-05 3.11033e-07 -7.07879e-05 2.25587e-06 -6.48301e-06 5.40859e-05 -1.34353e-05 -2.09969e-05 5.26968e-05 -2.76472e-05 -3.31043e-05 -8.59577e-05 -0.000152659 -2.02785e-05
internal_weight=0 3098 3078 3056 216 2840 190 2819 2798 2777 103 77 52 2674 662 2012 59 1953 52 1901 641 66 575 516 59 489 466 91 50 375
internal_count=3121 3098 3078 3056 216 2840 190 2819 2798 2777 103 77 52 2674 662 2012 59 1953 52 1901 641 66 575 516 59 489 466 91 50 375
is_linear=0
shrinkage=0.1


Tree=3536
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 156 51 1425 155 1428 481 1447 12 15 481 1212 1453 1453 158 3 13 158 12 1453 4 475 484 51 475 43
split_gain=6.14728e-06 4.08077e-05 2.24086e-05 5.9528e-06 1.82921e-05 6.82172e-06 1.78807e-05 6.46465e-06 5.55489e-06 8.36514e-06 5.53169e-06 4.98084e-05 4.76503e-05 6.63835e-05 1.02633e-05 6.33394e-05 7.0184e-06 8.79027e-06 1.22401e-05 2.23249e-05 3.5153e-05 1.55669e-05 1.80029e-05 1.45326e-05 1.10988e-05 9.42034e-06 6.91549e-05 9.21361e-05 3.95683e-05 2.67033e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.08789000000000001 0.11562500000000002 -1.0000000180025095e-35 -0.086484999999999992 -0.085684999999999997 0.090840000000000018 0.087575000000000014 -0.081434999999999994 0.041590000000000009 -0.084874999999999992 -0.079499999999999987 0.11245500000000001 -0.082689999999999986 -0.073839999999999975 0.10544500000000002 0.085785000000000014 -0.076539999999999983 0.62931500000000018 -0.085719999999999977 0.086135000000000017 -0.085734999999999992 -0.084894999999999984 -0.084999999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 7 -7 8 9 -5 11 -11 13 -13 15 -12 -16 -18 21 -20 -21 23 -23 -19 25 26 27 29 -27 -25
right_child=1 3 -4 4 -6 6 -8 -9 -10 10 14 12 -14 -15 16 -17 17 18 19 20 -22 22 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-4.2156047567960998e-06 0.00014012193264317744 -5.4151830627233719e-05 -0.00010141965587401367 5.3040063600443922e-05 9.589492619852536e-05 2.9753140864028993e-05 -9.5414291019551466e-05 5.3350175616999529e-05 -4.882556702637964e-05 0.0001225159460291787 -0.00013677471357880224 4.5148840763431514e-05 9.3455185530425908e-05 -0.00018149662501920313 -5.7608406392059153e-05 7.3355831241664983e-05 5.4250224881495035e-05 -8.5045251325937e-05 3.543962411640678e-05 -0.00017339765469263183 -4.4796078197707957e-06 0.00011402715093796501 -2.5572286294509132e-06 -2.2958555346122014e-05 -7.3616761583252823e-05 -0.00013674150839159709 0.00016755045987708773 -0.00017945371865835114 1.1751648223690407e-06 0.00013206723751500249
leaf_weight=195 21 20 27 30 20 21 25 23 23 34 32 24 24 28 21 26 30 20 26 22 28 26 27 20 20 21 27 24 2211 25
leaf_count=195 21 20 27 30 20 21 25 23 23 34 32 24 24 28 21 26 30 20 26 22 28 26 27 20 20 21 27 24 2211 25
internal_value=0 1.22813e-06 -1.60377e-05 2.14658e-07 5.9511e-07 -7.64888e-08 -3.82726e-05 5.52817e-07 1.14269e-07 5.24181e-07 -5.58916e-08 2.19103e-05 -2.30975e-05 -7.6891e-05 -9.83091e-07 -4.25783e-05 -3.62621e-08 4.42177e-07 -2.04296e-07 -3.97204e-05 -7.88035e-05 1.03619e-06 5.46351e-05 -1.63446e-07 5.59568e-07 1.19682e-06 3.18696e-05 -2.12229e-05 -1.22438e-07 6.31669e-05
internal_weight=0 2899 222 2878 2858 2838 46 2792 2769 2746 2716 110 76 52 2606 58 2548 2527 2497 76 50 2421 53 2368 2348 2328 96 69 2232 45
internal_count=3121 2899 222 2878 2858 2838 46 2792 2769 2746 2716 110 76 52 2606 58 2548 2527 2497 76 50 2421 53 2368 2348 2328 96 69 2232 45
is_linear=0
shrinkage=0.1


Tree=3537
num_leaves=31
num_cat=0
split_feature=156 475 132 1186 1185 15 130 40 157 484 157 49 49 474 1371 457 1375 15 49 2 1446 1427 1427 150 481 484 12 156 42 1456
split_gain=6.28311e-06 9.32862e-06 5.87766e-06 0.000163916 8.98708e-05 2.31152e-05 5.5012e-06 1.72296e-05 6.07398e-06 4.49633e-05 3.96788e-05 3.07687e-05 5.57585e-05 4.43218e-05 2.78844e-05 5.61124e-05 1.93004e-05 3.1467e-05 3.28768e-05 1.36188e-05 9.38326e-06 8.97237e-06 2.74825e-05 8.47849e-06 8.45343e-06 4.64329e-05 4.95623e-05 8.54392e-06 3.18053e-05 2.71652e-05
threshold=0.3248100000000001 0.13528000000000004 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 -0.23647499999999996 -0.23755499999999996 -0.087424999999999989 0.08764000000000001 -0.086394999999999986 0.08610000000000001 -0.0069299999999999995 0.085860000000000006 0.083235000000000017 -0.082129999999999981 -0.064299999999999982 -0.022504999999999997 -0.043469999999999995 0.095195000000000016 0.11787500000000002 0.088755000000000014 0.094380000000000006 -0.11226499999999999 -0.086484999999999992 -0.081614999999999979 0.083985000000000018 -0.065739999999999979 0.08623500000000002 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -6 -8 9 11 -10 12 -9 19 16 -16 17 18 -12 -14 21 23 -23 -18 25 26 -25 28 -26 -29
right_child=-2 -3 4 -5 6 -7 7 8 10 -11 14 -13 13 -15 15 -17 20 -19 -20 -21 -22 22 -24 24 27 -27 -28 29 -30 -31
leaf_value=-1.5949409417872732e-07 -5.2073538909494152e-05 6.6810159547631406e-05 -0.00020260918764423961 0.00027458158739054027 -5.1973277986689933e-05 -0.00010310527762339916 8.0158213327026549e-05 8.1152424507074049e-05 0.00012393115276748947 -0.00015175342243971748 7.5916022238931789e-05 7.9929515187678922e-05 3.222761756877022e-05 -0.00020559653188684026 3.7839304859517149e-05 -0.00019620434069933949 5.0961419128725543e-05 0.00015185378579190003 -9.0742962420335978e-05 -8.3074195645167491e-05 6.3205043387943482e-05 -0.00012768125301850628 3.4102085395542891e-05 -0.0001301987687593982 -2.348804111534264e-05 0.0001161709296288668 5.3212167725124511e-05 -7.9175302226360177e-07 0.00011697934366599873 -5.5164622045822399e-05
leaf_weight=171 23 21 22 22 20 25 27 31 26 22 29 37 21 20 20 21 32 22 20 20 23 21 21 26 40 37 34 2144 27 96
leaf_count=171 23 21 22 22 20 25 27 31 26 22 29 37 21 20 20 21 32 22 20 20 23 21 21 26 40 37 34 2144 27 96
internal_value=0 3.86603e-07 -6.67267e-08 1.5761e-05 -1.27359e-06 -1.32903e-05 2.87696e-07 6.58736e-07 -1.10613e-07 -1.96165e-05 1.00549e-06 2.91847e-06 -2.80534e-05 -8.35514e-05 -2.17654e-07 -8.20367e-05 1.08662e-06 5.24998e-05 7.89195e-06 -2.40172e-05 -3.72936e-07 -9.63046e-07 -4.67896e-05 -1.72934e-07 -8.5359e-07 2.80657e-05 -2.62659e-05 -2.06953e-06 3.31182e-05 -3.12202e-06
internal_weight=0 3098 3077 218 2859 196 2837 2817 2790 151 2639 129 92 61 2613 41 2572 71 49 41 2501 2478 42 2436 2404 97 60 2307 67 2240
internal_count=3121 3098 3077 218 2859 196 2837 2817 2790 151 2639 129 92 61 2613 41 2572 71 49 41 2501 2478 42 2436 2404 97 60 2307 67 2240
is_linear=0
shrinkage=0.1


Tree=3538
num_leaves=31
num_cat=0
split_feature=132 1185 1203 120 13 40 4 13 13 1 13 13 3 52 156 2 1419 42 1420 42 12 484 12 52 15 1455 3 484 484 484
split_gain=6.06916e-06 4.45669e-05 2.0136e-05 6.00432e-06 1.33038e-05 9.86655e-05 3.98879e-05 1.243e-05 1.81585e-05 3.37583e-05 1.2081e-05 1.76783e-05 1.46578e-05 2.02041e-05 6.65129e-05 5.67335e-05 1.36246e-05 3.38395e-05 1.4441e-05 8.79956e-06 8.35467e-06 7.61954e-06 3.19418e-05 2.23624e-05 2.75814e-05 2.62334e-05 2.16816e-05 1.73654e-05 1.87793e-05 2.84348e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.093680000000000013 0.24813000000000004 -0.24134999999999998 0.055260000000000011 0.19762500000000002 0.11217000000000001 0.077565000000000009 0.10591500000000001 0.10002500000000002 -0.24190499999999995 -0.56022499999999986 0.14401500000000003 0.10060500000000001 0.086505000000000012 0.088380000000000014 -0.085109999999999991 -0.12099999999999998 0.086565000000000017 -0.093244999999999981 0.094580000000000011 -0.020999999999999994 -0.0058549999999999991 0.0034400000000000008 -0.082234999999999989 -0.088654999999999998 -0.085934999999999984 -0.081614999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 19 8 10 -10 11 12 20 15 16 -14 18 -18 -15 -6 -7 22 23 24 25 -20 -25 -23 -29 -30
right_child=1 3 -4 -5 6 7 -8 -9 9 -11 -12 -13 13 14 -16 -17 17 -19 21 -21 -22 27 -24 26 -26 -27 -28 28 29 -31
leaf_value=-4.7288449101100787e-06 0.00014637065448498885 0.00022312118140689564 -9.6872265890447643e-05 -5.072802406452272e-05 4.4391173501675703e-05 -0.00010550941524343216 -0.00015088613798703275 -6.731252423951109e-05 0.00011269410460954533 -4.080277590812488e-05 -6.1437282306542334e-05 9.4037612416286731e-05 -1.8812607578927947e-05 -8.2831861402068877e-05 -0.00016993172859023934 0.00019463233184069395 0.00013696262164739892 -1.4482717961072922e-05 -0.0001409482280515866 -2.8333889580297674e-05 -1.7136336891385526e-05 -8.7425196745797358e-05 0.00011654516036224809 0.00013308556692209097 4.9843162923934872e-05 6.9069464578725669e-06 -1.0775610016108576e-05 8.9806303984242618e-05 -7.5576534567517242e-05 7.0324045479024055e-07
leaf_weight=195 21 20 27 23 28 20 23 27 38 23 32 20 33 21 23 20 25 36 28 41 23 23 29 20 26 21 22 23 50 2160
leaf_count=195 21 20 27 23 28 20 23 27 38 23 32 20 33 21 23 20 25 36 28 41 23 23 29 20 26 21 22 23 50 2160
internal_value=0 1.22031e-06 -1.59355e-05 1.61189e-07 5.71155e-07 1.81678e-06 -3.68382e-05 2.03187e-07 8.74367e-07 5.48182e-05 -3.65021e-07 3.80046e-07 -3.39566e-07 6.32982e-07 -6.58715e-07 6.17327e-05 9.08628e-07 4.7585e-05 -2.6647e-07 1.17773e-06 -5.82401e-05 4.55376e-07 2.2595e-05 -6.91747e-07 -3.34078e-05 -7.75817e-05 5.77297e-05 -9.77421e-07 -8.70051e-08 -1.02255e-06
internal_weight=0 2899 222 2878 2855 2763 92 2743 2716 61 2655 2623 2603 2560 2507 53 2484 61 2423 69 43 2402 146 117 75 49 42 2256 2233 2210
internal_count=3121 2899 222 2878 2855 2763 92 2743 2716 61 2655 2623 2603 2560 2507 53 2484 61 2423 69 43 2402 146 117 75 49 42 2256 2233 2210
is_linear=0
shrinkage=0.1


Tree=3539
num_leaves=31
num_cat=0
split_feature=12 130 401 1210 1209 2 1209 132 15 393 1186 394 391 402 12 1212 402 394 130 42 403 16 13 402 2 401 401 42 402 1212
split_gain=7.92382e-06 1.43078e-05 5.88366e-06 6.03244e-06 8.40487e-06 4.22879e-05 2.92071e-05 6.00975e-06 0.000173731 8.52794e-05 3.74063e-05 7.18755e-06 2.30477e-05 8.27032e-06 2.97906e-05 4.78068e-05 1.35936e-05 7.52907e-06 1.32936e-05 1.03643e-05 8.19926e-06 2.86087e-05 3.01784e-05 1.71148e-05 1.69515e-05 1.43685e-05 9.47807e-06 1.76346e-05 1.26556e-05 1.41589e-05
threshold=0.23631000000000002 -0.22461999999999996 0.13837000000000002 0.24726500000000004 -0.085894999999999985 0.084245000000000014 -0.077594999999999983 -0.083284999999999984 0.091915000000000011 0.12679500000000002 0.0044650000000000011 -0.12099999999999998 -0.085594999999999991 0.11232500000000002 0.09364500000000002 -0.089544999999999986 0.10686000000000002 -0.0088999999999999982 -0.0094199999999999978 -0.090989999999999988 -0.43370499999999995 -0.078844999999999985 -0.046499999999999993 -0.46900499999999995 0.088300000000000003 -0.46360499999999999 0.088555000000000009 0.084535000000000013 0.090075000000000002 -0.08867499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 8 10 11 -8 -9 -13 16 15 -15 17 18 19 -14 21 22 -19 -22 -23 -25 28 -28 29 -27
right_child=-2 2 -4 -5 6 -7 7 9 -10 -11 -12 12 13 14 -16 -17 -18 20 -20 -21 23 24 -24 25 -26 26 27 -29 -30 -31
leaf_value=7.2911684738183235e-05 -5.8478653120445142e-05 7.2847813244152361e-05 -5.2953257996012411e-05 4.6362574669599004e-05 0.00010594646535957088 -0.00011366001301446946 -8.3476617125116349e-08 4.5433503800375228e-05 0.00027527643494819207 -0.0002075095249165315 -0.00014155042334182543 -9.4528879148688609e-05 -3.2059871701432444e-05 7.6783729576845877e-05 0.00010123172420814324 -9.2327728369647445e-05 -7.161807358594767e-05 -0.00017576162984672314 8.1836957154640317e-05 3.6402687093565571e-05 8.7413523059157427e-05 -3.6265366488014875e-05 -6.2288156533170321e-06 -8.3547518469068952e-05 8.6516594323752955e-05 6.9031848949540803e-05 -1.7096751435019542e-05 0.00010412832289148356 -5.713800343073672e-05 -1.3107820597915612e-06
leaf_weight=27 23 20 21 28 26 31 170 34 23 20 21 26 41 32 36 35 27 21 30 48 22 23 21 21 22 29 24 24 40 2155
leaf_count=27 23 20 21 28 26 31 170 34 23 20 21 26 41 32 36 35 27 21 30 48 22 23 21 21 22 29 24 24 40 2155
internal_value=0 4.34149e-07 -2.03068e-07 1.6013e-07 -2.67954e-07 -4.05197e-05 4.23005e-07 -5.08611e-07 1.5629e-05 -1.77315e-06 -1.56374e-05 -2.55359e-07 -8.35643e-07 8.32643e-08 2.78636e-05 -1.15581e-05 -1.03972e-06 -2.83828e-07 2.42688e-05 4.86376e-06 -1.50021e-06 -3.16384e-05 -9.09952e-05 -3.67592e-07 2.37614e-05 -1.2098e-06 -4.48756e-07 4.35158e-05 -1.39763e-06 -3.76745e-07
internal_weight=0 3098 3071 3050 3022 51 2971 2945 214 2731 191 2711 2677 2651 103 67 2548 2521 119 89 2402 87 42 2315 45 2293 2272 48 2224 2184
internal_count=3121 3098 3071 3050 3022 51 2971 2945 214 2731 191 2711 2677 2651 103 67 2548 2521 119 89 2402 87 42 2315 45 2293 2272 48 2224 2184
is_linear=0
shrinkage=0.1


Tree=3540
num_leaves=31
num_cat=0
split_feature=12 4 10 15 3 9 10 45 43 0 132 1186 1204 400 399 1185 0 12 0 43 16 3 402 132 52 13 13 132 15 52
split_gain=6.4183e-06 1.22187e-05 6.47417e-06 3.38887e-05 1.60965e-05 1.36626e-05 1.46282e-05 7.60998e-06 6.69571e-06 3.68952e-05 1.414e-05 0.000158692 9.3191e-05 0.000143208 3.00626e-05 2.77014e-05 1.30883e-05 2.44327e-05 1.54882e-05 1.23302e-05 4.3203e-05 3.8901e-05 2.49156e-05 1.07437e-05 1.20587e-05 2.18306e-05 1.74634e-05 1.18607e-05 1.24075e-05 1.19185e-05
threshold=0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.098289999999999975 -0.0080949999999999998 0.08925000000000001 0.10513000000000002 0.094030000000000016 0.084740000000000024 -0.13843999999999998 -0.083284999999999984 1.0000000180025095e-35 -0.081484999999999988 -0.082339999999999983 0.090310000000000015 -0.083264999999999992 -0.10151999999999999 0.087005000000000013 -0.097024999999999986 0.055925000000000009 -0.062804999999999986 -0.078244999999999995 -0.45015499999999992 -0.44750499999999993 0.10347000000000002 -0.033284999999999988 0.049530000000000012 -0.1075 0.090325000000000003 -0.063789999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 8 10 -10 11 14 13 -12 -4 -14 17 -11 -18 22 21 -21 -17 -20 26 -26 27 -25 29 -29
right_child=-2 -3 5 4 -6 6 -8 -9 9 16 12 -13 15 -15 -16 19 18 -19 23 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-9.9784786672037291e-05 -5.2630782643657018e-05 6.6150662418554683e-05 1.1468739484068163e-05 -2.3406497232802373e-05 7.8141992650705147e-05 0.00011917513340449661 -3.2326007342254302e-07 -4.5854083982198466e-05 -0.00014497272308460653 -2.3902842015862311e-05 4.642619853257202e-05 0.00029233929450128926 0.0001202002220452414 -0.00032330175930507147 -0.0001265154742213781 -7.8580384844173805e-05 -8.8253218797035513e-05 0.00012379585870283855 -6.5077585839809715e-05 6.0893028193020612e-05 0.0001679483484986122 -0.00010091977906843871 2.0250588480184341e-06 6.8719008545899262e-05 2.8743127872335857e-05 -0.000115447814667797 9.9537163011766757e-05 -4.8177892243811153e-05 -6.2358752003285301e-05 4.4089041473073725e-05
leaf_weight=38 23 28 75 37 27 20 21 36 20 24 20 20 20 22 20 39 25 21 26 39 20 24 2294 22 21 21 22 21 33 42
leaf_count=38 23 28 75 37 27 20 21 36 20 24 20 20 20 22 20 39 25 21 26 39 20 24 2294 22 21 21 22 21 33 42
internal_value=0 3.90734e-07 -2.09031e-07 -2.49807e-05 1.94343e-05 6.42286e-07 5.79686e-05 -1.60714e-07 4.0828e-07 -1.37878e-05 2.03976e-06 3.63185e-05 4.48935e-07 -0.000147241 -1.75806e-05 2.99531e-06 -4.35e-06 4.50232e-05 -1.38856e-05 2.02507e-06 3.99002e-05 -7.49946e-07 6.77604e-07 -4.94719e-06 3.64287e-06 -4.33523e-05 1.77414e-05 2.49138e-06 -1.26858e-05 1.33334e-05
internal_weight=0 3098 3070 102 64 2968 41 2927 2891 298 2593 115 2478 42 95 2436 278 45 233 2416 83 63 2333 208 182 42 140 118 96 63
internal_count=3121 3098 3070 102 64 2968 41 2927 2891 298 2593 115 2478 42 95 2436 278 45 233 2416 83 63 2333 208 182 42 140 118 96 63
is_linear=0
shrinkage=0.1


Tree=3541
num_leaves=31
num_cat=0
split_feature=132 393 15 1186 403 2 403 403 1210 1210 1213 15 16 1210 1210 1208 130 40 130 16 4 4 133 1374 1375 2 2 2 16 16
split_gain=6.87532e-06 3.42938e-05 2.56143e-05 2.01144e-05 6.67954e-06 4.13328e-05 2.33254e-05 1.63297e-05 1.28529e-05 1.35325e-05 6.62557e-05 7.93677e-05 1.52971e-05 1.36192e-05 1.4446e-05 1.70258e-05 6.56459e-06 1.40973e-05 9.10738e-06 2.61236e-05 7.69842e-06 4.36154e-05 8.94838e-05 3.97157e-05 3.57395e-05 3.24017e-05 0.000100331 6.99626e-05 4.04945e-05 2.93782e-05
threshold=-0.083174999999999985 0.12069000000000002 0.092400000000000024 0.049580000000000006 -0.5492149999999999 0.083715000000000026 -0.5425549999999999 -0.5335399999999999 -0.3960249999999999 -0.065674999999999983 -0.087969999999999979 0.085315000000000016 -0.081299999999999983 -0.051429999999999997 -0.0061249999999999994 0.10233500000000001 -0.23123999999999997 -0.24290999999999999 -0.079354999999999981 -0.08947999999999999 -0.010655 -0.008819999999999998 0.08622500000000001 0.086000000000000007 -0.064299999999999982 0.096325000000000008 0.097385000000000013 0.095195000000000016 -0.14322499999999996 -0.08595499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 -2 -6 -8 -9 10 -10 12 -12 -11 -15 16 -16 -18 19 -19 23 22 -22 24 -20 27 -27 28 -26 -28
right_child=1 -3 -4 -5 6 -7 7 8 9 13 11 -13 -14 14 15 -17 17 18 20 -21 21 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=6.1772076543837279e-06 0.00014383794885015094 0.00012862548617357831 -0.00011231236588355386 -9.7365882192250526e-05 -0.00010788861738546985 -3.9082585911576949e-05 9.05264769016867e-05 -7.8094623382813077e-05 -7.4207297067816313e-05 -6.5832376239427501e-05 -5.8083929581611996e-05 0.00021489228357192284 6.1237478997678744e-05 7.25711673213583e-05 5.5459101678847917e-05 -9.0631302044216902e-05 -8.4307898396218669e-05 0.00012304758660637005 0.00011933146515334755 -4.9441112978981366e-06 0.00018468012799653603 2.7901750341061496e-07 -6.3250710566838583e-05 -0.00014621295162214667 -0.00015179352087216105 0.00020858407487349515 0.0001130499226222958 -0.00016400280063305305 -7.8461412174459714e-06 -4.3204316929833099e-06
leaf_weight=176 21 21 25 21 20 30 20 21 37 32 21 30 22 27 21 21 20 23 23 52 37 1108 24 20 20 26 23 31 855 293
leaf_count=176 21 21 25 21 20 30 20 21 37 32 21 30 22 27 21 21 20 23 23 52 37 1108 24 20 20 26 23 31 855 293
internal_value=0 1.29883e-06 -1.69608e-05 -4.86038e-06 3.69759e-07 3.62376e-05 -2.77309e-07 4.89426e-07 -1.56696e-07 4.35024e-07 3.48051e-05 9.0058e-05 2.96423e-06 -9.88435e-07 -1.97656e-07 -9.54205e-07 -2.23142e-07 -6.80804e-07 -2.1024e-08 3.43067e-05 -1.0676e-06 4.81121e-06 8.71336e-05 -6.39086e-06 -4.19067e-06 -6.46712e-06 1.97586e-05 -1.63669e-05 -1.11364e-05 4.22235e-06
internal_weight=0 2899 222 197 2878 51 2827 2807 2787 2766 110 73 43 2656 2624 2597 2576 2555 2535 75 2460 1169 61 1291 1271 1248 342 906 875 316
internal_count=3121 2899 222 197 2878 51 2827 2807 2787 2766 110 73 43 2656 2624 2597 2576 2555 2535 75 2460 1169 61 1291 1271 1248 342 906 875 316
is_linear=0
shrinkage=0.1


Tree=3542
num_leaves=31
num_cat=0
split_feature=130 10 3 40 40 40 10 0 2 12 10 16 40 1374 150 475 484 475 1374 13 3 157 481 1447 2 1447 3 1429 481 481
split_gain=6.80097e-06 1.57423e-05 1.94259e-05 1.36393e-05 1.20511e-05 1.43587e-05 7.12007e-06 4.97542e-05 2.89727e-05 1.56826e-05 1.0284e-05 8.17578e-05 8.78452e-06 7.73779e-06 3.6297e-05 7.89157e-06 6.70176e-05 3.59137e-05 3.81456e-05 1.94306e-05 1.46604e-05 1.90244e-05 1.07785e-05 8.00121e-05 6.72019e-05 3.75494e-05 9.68632e-06 1.01063e-05 8.75187e-06 9.56102e-06
threshold=-0.23647499999999996 -0.38124499999999995 -0.0063699999999999989 -0.24134999999999998 -0.085734999999999992 -0.08440499999999998 0.053330000000000009 -0.079829999999999998 -0.090999999999999984 -0.069644999999999985 -0.011559999999999999 -0.056919999999999991 -0.081564999999999985 0.089635000000000006 0.090480000000000019 -0.086279999999999982 0.085740000000000011 -0.085719999999999977 0.084595000000000017 -0.085154999999999995 0.084940000000000015 -0.051074999999999988 -0.086484999999999992 -0.085684999999999997 0.085485000000000019 0.040965000000000008 -0.081924999999999984 0.086295000000000011 -0.084329999999999988 -0.081614999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 8 -8 -7 -9 11 -10 -12 15 -15 16 19 -17 22 -14 21 -21 23 -19 -25 -26 27 -23 -24 -30
right_child=1 3 -4 4 5 6 7 9 10 -11 12 -13 13 14 -16 17 -18 18 -20 20 -22 26 28 24 25 -27 -28 -29 29 -31
leaf_value=-5.8126523290411571e-05 0.00013246135862573285 -8.0763927715971873e-05 -5.2462609822950548e-06 4.4858990278261814e-05 -8.3178053769404953e-05 9.2306458351659423e-05 -0.00016416231635957957 -4.0602841108920986e-05 -0.00018808359181137001 7.8200947784353052e-05 5.3110379896327596e-05 9.4425089046126245e-05 7.8271537872583234e-05 -4.4917624210130372e-05 0.00011905399792508602 0.00011941149707854492 -0.00019387075677514078 0.00019564606874432095 -0.00012923154310318869 -0.00012093208490114194 5.7517431698562136e-05 -8.5508172196568929e-05 -5.1539680557385405e-05 -0.00012992209652316712 -2.5965779985364697e-05 0.00016335570104274665 4.64603922799662e-05 1.3817992730764674e-05 6.6732731564419134e-05 -1.0385976778243791e-06
leaf_weight=20 20 21 21 59 21 34 20 20 21 25 31 20 27 27 27 25 20 23 23 20 21 21 34 31 22 20 21 20 21 2385
leaf_count=20 20 21 21 59 21 34 20 20 21 25 31 20 27 27 27 25 20 23 23 20 21 21 34 31 22 20 21 20 21 2385
internal_value=0 3.74888e-07 6.19282e-05 -4.49846e-07 1.05138e-07 -7.80928e-07 -1.96156e-07 -3.29274e-05 5.38996e-07 2.53993e-05 -5.51946e-07 -5.02745e-05 1.71226e-07 -4.17408e-07 3.70682e-05 -1.1578e-06 -2.34567e-05 1.36643e-07 -1.02861e-06 2.76086e-06 -1.70332e-05 -3.61254e-05 1.34118e-07 3.30015e-05 -1.82427e-05 6.41873e-05 -8.76844e-06 -3.70564e-05 -1.15902e-06 -4.47077e-07
internal_weight=0 3101 41 3060 3039 2980 2959 65 2894 45 2860 41 2819 2788 54 2734 150 2584 2559 130 103 82 2536 96 73 42 62 41 2440 2406
internal_count=3121 3101 41 3060 3039 2980 2959 65 2894 45 2860 41 2819 2788 54 2734 150 2584 2559 130 103 82 2536 96 73 42 62 41 2440 2406
is_linear=0
shrinkage=0.1


Tree=3543
num_leaves=31
num_cat=0
split_feature=1365 402 401 1212 1212 43 1212 1212 3 15 1209 1209 402 2 402 1213 4 401 402 43 132 1204 43 43 42 133 34 394 9 52
split_gain=6.35832e-06 6.41828e-06 1.1011e-05 9.94635e-06 6.56771e-05 3.92998e-05 9.65472e-05 3.26993e-05 3.20623e-05 2.09321e-05 1.61196e-05 1.63011e-05 1.11462e-05 2.84441e-05 1.64423e-05 1.43013e-05 2.46701e-05 1.12129e-05 1.89139e-05 1.18316e-05 0.000168265 0.000220994 0.000156388 5.24006e-05 7.30502e-05 6.56443e-05 3.25394e-05 2.88248e-05 2.23187e-05 2.15024e-05
threshold=0.087370000000000017 0.31278000000000006 0.13699500000000003 -0.087464999999999987 -0.089544999999999986 -0.0047449999999999992 -0.121045 -0.063924999999999996 -0.078584999999999988 0.087485000000000021 -0.084519999999999984 -0.065739999999999979 0.11320500000000001 0.094565000000000024 0.10718500000000002 -0.092319999999999985 -0.080924999999999983 -0.46360499999999999 -0.45454999999999995 -0.011694999999999999 -0.083284999999999984 -0.081079999999999985 -0.010344999999999998 -0.029804999999999995 -0.088934999999999986 -0.0084449999999999994 -0.057544999999999992 0.055520000000000007 0.091905000000000014 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 8 -5 -7 -1 -9 -12 14 -14 15 16 -13 -17 -19 20 -20 -22 -21 -23 -25 -26 -24 28 29 -28
right_child=-2 -3 -4 7 -6 6 -8 10 -10 -11 11 12 13 -15 -16 17 -18 18 19 22 21 23 26 24 25 -27 27 -29 -30 -31
leaf_value=-0.00013627882864852836 4.3662254817415191e-05 5.4629143588023173e-05 -7.1335589349142873e-05 9.6989052448667021e-05 -0.00019413794412685093 -8.5029146419291271e-05 0.00023388036774122159 -7.575971015155249e-05 7.0822202476185999e-05 2.2409342636819931e-06 9.045010505360552e-05 0.00010849823950138672 -1.4938244197158688e-05 0.00013902080212574222 -7.4624030312406836e-05 -7.2393143537655391e-05 -1.6671533376211301e-05 7.5709585759220496e-05 0.0002386128578897721 -0.00027340478773112408 -0.00032269579939262866 -5.4229727117448427e-07 0.00011626258495777041 -7.7457323814520527e-05 0.00022403401255562333 7.7574298737327698e-06 4.204832919753294e-06 9.5430589809203186e-05 -8.5499149881306465e-05 -2.6391973216342217e-05
leaf_weight=24 33 21 22 35 20 33 20 28 22 20 20 32 30 20 30 22 31 32 30 22 21 1374 22 21 36 23 661 27 37 352
leaf_count=24 33 21 22 35 20 33 20 28 22 20 20 32 30 20 30 22 31 32 30 22 21 1374 22 21 36 23 661 27 37 352
internal_value=0 -4.66594e-07 -8.43839e-07 -3.34539e-07 -2.64669e-05 1.71312e-06 4.57298e-05 9.15426e-07 -2.26886e-05 -7.33153e-05 -2.55796e-07 4.87823e-07 -1.49529e-07 4.66454e-05 -9.93289e-07 -1.87994e-07 4.69068e-05 -1.29507e-06 -7.06601e-07 -1.6378e-06 4.15528e-06 -6.13347e-07 -9.4153e-06 4.03846e-06 8.2713e-05 0.000139723 -4.13071e-06 -6.58999e-06 -9.21338e-06 -6.42703e-06
internal_weight=0 3088 3067 3045 139 119 75 2906 55 44 2871 2843 2823 50 2773 2743 63 2680 2658 2626 1505 1475 1121 1454 80 59 1099 1077 1050 1013
internal_count=3121 3088 3067 3045 139 119 75 2906 55 44 2871 2843 2823 50 2773 2743 63 2680 2658 2626 1505 1475 1121 1454 80 59 1099 1077 1050 1013
is_linear=0
shrinkage=0.1


Tree=3544
num_leaves=31
num_cat=0
split_feature=132 399 1203 393 1204 401 133 2 4 1210 402 0 16 16 133 403 42 42 1209 0 12 1209 403 16 43 51 42 130 12 12
split_gain=6.48829e-06 3.30569e-05 2.96964e-05 9.76333e-06 9.12196e-06 7.07323e-06 3.82315e-05 3.05355e-05 2.05249e-05 1.44449e-05 9.15635e-06 5.78547e-05 9.1051e-05 3.15457e-05 2.93267e-05 1.13469e-05 2.15359e-05 8.04654e-05 2.58086e-05 1.36239e-05 1.51233e-05 1.13808e-05 1.22839e-05 8.83293e-06 8.34211e-06 3.56648e-05 1.17103e-05 1.11826e-05 1.61101e-05 1.37191e-05
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.10992000000000002 -0.081664999999999988 -0.078179999999999986 0.51114000000000004 0.096540000000000015 -0.076229999999999978 0.24726500000000004 -0.087759999999999991 -0.086284999999999987 -0.080789999999999987 -0.078844999999999985 0.40431 -0.54856499999999986 0.11551500000000002 0.11839500000000001 -0.089214999999999989 -0.04917499999999999 0.11903500000000002 -0.077594999999999983 -0.22642499999999996 -0.074319999999999983 0.084740000000000024 0.081440000000000026 0.10306000000000001 0.096970000000000015 0.09141500000000001 0.086210000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 7 9 8 -6 10 11 -7 -13 -14 15 -12 18 -18 -17 20 -19 -20 23 -23 26 27 -24 28 29 -26
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 14 12 13 -15 -16 16 17 19 21 -21 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.8767154256132262e-06 4.6762855096122149e-05 9.3900705697754023e-05 -0.00013279588118166429 -6.9609604252036662e-05 3.55267362372102e-05 -0.00016262510251908682 -0.00011945805941919658 0.00013271534172591126 -8.7096864076773356e-05 7.7365417685844789e-05 -6.361842632551478e-05 0.00019133952255721116 -0.00015257635158377527 -2.141589930429093e-06 0.00011835011919174576 -8.9385147271748411e-05 0.00022515758392728459 -1.1469335957622991e-05 6.5459993996997733e-05 -4.4387373227057957e-05 9.848122270506627e-05 -9.4252682235188934e-05 2.9321135496004745e-06 -5.4464464829791166e-06 1.157782262453111e-05 -0.0001371090726024704 -4.1882710953965821e-05 -7.1145414308592165e-05 5.8456814535713344e-05 -7.1719269908498975e-05
leaf_weight=196 42 38 20 20 39 25 27 21 21 24 28 21 20 46 21 33 20 29 26 36 22 24 2067 21 58 23 60 21 42 30
leaf_count=196 42 38 20 20 39 25 27 21 21 24 28 21 20 46 21 33 20 29 26 36 22 24 2067 21 58 23 60 21 42 30
internal_value=0 1.2433e-06 -1.67211e-05 1.51894e-08 5.04299e-07 -1.88342e-07 -1.05427e-06 2.89325e-05 -7.39152e-06 1.31085e-07 -5.62377e-07 -2.85494e-05 9.97804e-06 -4.77279e-05 6.61579e-07 -3.11436e-07 3.94215e-07 4.42914e-05 -1.5588e-06 2.713e-06 3.59603e-05 -3.36933e-07 -1.06614e-06 -5.28098e-05 -5.42045e-08 -2.1106e-05 1.66794e-06 -3.43663e-06 7.50094e-06 -1.68189e-05
internal_weight=0 2905 216 2867 2847 2805 2724 81 60 2697 2673 112 87 66 2561 2540 2512 107 2405 87 51 2372 2346 45 2301 174 2127 151 130 88
internal_count=3121 2905 216 2867 2847 2805 2724 81 60 2697 2673 112 87 66 2561 2540 2512 107 2405 87 51 2372 2346 45 2301 174 2127 151 130 88
is_linear=0
shrinkage=0.1


Tree=3545
num_leaves=31
num_cat=0
split_feature=130 12 1209 13 1209 131 131 3 16 12 133 160 131 13 132 15 1204 1186 1185 33 9 3 41 2 34 2 16 4 133 133
split_gain=6.36577e-06 1.66669e-05 6.05845e-06 4.87705e-05 1.03918e-05 6.60317e-06 2.08394e-05 2.35192e-05 2.64645e-05 1.88097e-05 3.18091e-05 1.60044e-05 1.53545e-05 1.26997e-05 7.89048e-06 0.000179907 0.000143331 3.6332e-05 2.04404e-05 7.30363e-06 7.82048e-06 3.99598e-05 1.02471e-05 1.66806e-05 8.41492e-06 8.69126e-06 9.52485e-06 3.84127e-05 1.93271e-05 1.92829e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.087714999999999987 -0.052719999999999996 -0.074484999999999982 0.10441000000000002 0.10725500000000002 -0.082284999999999983 0.062650000000000025 0.089005000000000015 0.27771000000000007 -1.0000000180025095e-35 0.099565000000000015 -0.010739999999999998 -0.083284999999999984 0.091915000000000011 -0.081484999999999988 0.0044650000000000011 -0.083264999999999992 -0.044254999999999996 0.088235000000000022 -0.13309499999999996 0.086565000000000017 0.09580000000000001 -0.08786999999999999 -0.080614999999999978 -0.15241499999999997 -0.073104999999999989 -0.085499999999999979 -0.0077049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 12 -7 9 11 13 -11 -9 14 -8 15 17 -16 -6 -18 -20 22 -22 24 -24 -21 -26 27 -27 -29 -30
right_child=1 -3 4 -5 5 6 7 8 -10 10 -12 -13 -14 -15 16 -17 18 -19 19 20 21 -23 23 -25 25 26 -28 28 29 -31
leaf_value=-5.6236030432046397e-05 0.00012052699186887336 8.7092767799648837e-05 -5.280888724787234e-05 -7.2186370380222806e-05 9.4559759975621299e-07 0.00011432899613282645 -6.1130541838462125e-05 -1.1636026433932231e-05 4.5791523215094849e-05 0.0001799918556935154 1.8234270218301624e-05 -0.00012251085737564912 -6.7240118306861933e-05 4.8971524811349817e-05 -0.00026225654987575538 0.00028161476676240971 0.00010076990787638352 -0.00013921484205638989 5.9464328369358552e-05 6.3259836097131483e-05 5.7700946031811489e-05 -0.00012018989235522377 0.00011514620946400101 -2.7542056341189892e-06 -6.3051301960671409e-05 -0.00014754721064708153 1.4039605611569328e-06 -8.7659337847461374e-05 8.9332775943065909e-05 -7.834866323719325e-06
leaf_weight=20 29 22 38 24 155 20 22 23 28 20 31 30 35 20 21 23 20 21 20 20 23 28 20 30 23 21 1999 28 22 285
leaf_count=20 29 22 38 24 155 20 22 23 28 20 31 30 35 20 21 23 20 21 20 20 23 28 20 30 23 21 1999 28 22 285
internal_value=0 3.62695e-07 -2.57007e-07 3.32606e-05 -8.44063e-07 -1.83198e-07 1.76569e-05 6.54521e-06 -3.28493e-05 4.08565e-05 8.16686e-05 -7.43954e-05 -1.42192e-06 -8.70099e-06 -5.86966e-07 1.85939e-05 -2.07798e-06 -1.57781e-05 7.39475e-08 -7.25544e-07 -1.20726e-06 -3.99646e-05 -3.99811e-07 4.4406e-05 -1.33404e-06 -1.87731e-06 -1.27985e-06 -1.63499e-05 -8.1256e-06 -8.71713e-07
internal_weight=0 3101 3079 53 3026 2988 194 174 81 93 51 53 2794 42 2759 199 2560 176 2539 2519 2499 51 2448 50 2398 2378 2355 356 335 307
internal_count=3121 3101 3079 53 3026 2988 194 174 81 93 51 53 2794 42 2759 199 2560 176 2539 2519 2499 51 2448 50 2398 2378 2355 356 335 307
is_linear=0
shrinkage=0.1


Tree=3546
num_leaves=31
num_cat=0
split_feature=33 2 2 1186 0 1209 43 132 43 393 47 43 43 1447 43 10 15 1213 1447 15 16 43 160 15 52 16 16 1213 4 1213
split_gain=6.59147e-06 7.34829e-06 3.32652e-05 3.30897e-05 3.29667e-05 2.33183e-05 2.54134e-05 0.000218651 0.000212759 0.000182993 9.45395e-05 0.000125619 7.27907e-05 9.50031e-05 8.36683e-05 4.64934e-05 6.16622e-05 4.17072e-05 7.55561e-05 4.04381e-05 3.43525e-05 3.70594e-05 7.89807e-05 3.9121e-05 2.51833e-05 6.49789e-05 3.57888e-05 3.0198e-05 7.00904e-05 5.17794e-05
threshold=-0.009184999999999997 0.08647500000000001 0.086675000000000016 -0.095479999999999982 -0.23001499999999997 -0.087714999999999987 -0.011694999999999999 -0.083284999999999984 -0.0098449999999999979 1.0000000180025095e-35 0.094160000000000008 0.0051600000000000005 -0.014584999999999999 -0.086279999999999982 -0.022084999999999997 -1.0000000180025095e-35 -0.10203999999999998 0.04198000000000001 -0.010529999999999999 -0.015744999999999999 -0.080509999999999984 -0.082389999999999977 -0.15135499999999999 0.089740000000000014 0.087765000000000024 -0.088394999999999987 -0.081299999999999983 -0.086179999999999993 -0.081984999999999988 -0.026524999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6 7 -7 -8 12 15 -12 13 -9 17 -10 -17 18 -15 -18 -20 23 -23 -22 27 -26 -27 28 -21 -29
right_child=1 2 -4 4 5 6 8 9 10 -11 11 -13 -14 14 -16 16 19 -19 20 24 21 22 -24 -25 25 26 -28 29 -30 -31
leaf_value=-4.5882039065022144e-05 0.00013403696950263112 -0.00013177522610021696 -2.1091128208019401e-06 0.00013167188797524431 7.8254643337389166e-05 0.00029060757383376768 -0.00030857162237225567 -0.0001691626871639352 -0.00015383282552647871 -0.00029757665801298576 0.00029821781711728804 -2.8826586545468064e-05 0.00014772705143412977 0.00015821756832679057 0.00020179098950889472 0.00012017772797579793 -0.00016104485916912381 -0.00011597249997846251 3.9431464634425968e-05 0.00017105019583444421 -3.3536531911934461e-06 -0.00023777119033184134 -2.6132242866830267e-05 0.00013892332027270722 7.1418992063792592e-05 -0.00023786136007402094 -5.6735886103827708e-05 -0.00016793953961626227 -3.8659842068548595e-05 -4.8463447028017773e-07
leaf_weight=31 20 20 1841 20 39 27 24 31 24 20 23 24 36 32 22 33 20 28 152 30 159 20 149 22 22 20 24 21 34 153
leaf_count=31 20 20 1841 20 39 27 24 31 24 20 23 24 36 32 22 33 20 28 152 30 159 20 149 22 22 20 24 21 34 153
internal_value=0 4.60309e-07 -3.50262e-06 6.46113e-06 4.3507e-06 2.20905e-06 -3.6989e-07 1.15927e-05 -1.8843e-05 3.65526e-07 -2.59656e-06 0.000131216 9.5189e-06 1.42866e-06 1.0484e-05 -1.91037e-05 -1.00462e-05 2.99514e-06 9.23314e-06 -2.33098e-05 -2.63871e-07 -1.7503e-05 -5.11783e-05 1.39397e-05 -1.42483e-05 -6.89041e-05 -0.000139066 9.08369e-07 5.96417e-05 -2.06947e-05
internal_weight=0 3090 1861 1229 1209 1189 1150 698 452 671 428 47 651 615 584 381 357 562 534 324 502 350 169 181 304 66 44 238 64 174
internal_count=3121 3090 1861 1229 1209 1189 1150 698 452 671 428 47 651 615 584 381 357 562 534 324 502 350 169 181 304 66 44 238 64 174
is_linear=0
shrinkage=0.1


Tree=3547
num_leaves=31
num_cat=0
split_feature=132 393 15 1204 4 42 132 15 402 400 15 401 133 403 43 133 403 3 133 1209 0 403 4 4 42 403 1213 1213 1213 403
split_gain=8.54374e-06 3.20048e-05 3.04502e-05 9.80171e-06 8.02053e-06 7.94457e-06 1.15408e-05 3.09025e-05 1.74109e-05 1.04876e-05 7.78363e-06 6.67368e-06 3.2675e-05 2.8276e-05 3.36785e-05 1.3153e-05 7.38693e-06 4.47701e-05 3.04601e-05 6.47957e-06 1.46111e-05 9.9149e-06 4.81765e-05 4.26195e-05 3.98451e-05 8.40616e-06 1.0929e-05 3.77388e-05 5.87878e-05 2.31015e-05
threshold=-0.083449999999999983 0.12679500000000002 0.092400000000000024 -0.081664999999999988 -0.086254999999999984 -0.074124999999999983 -0.41127499999999995 -0.028889999999999996 0.087195000000000009 -0.085274999999999976 -0.098289999999999975 -0.078179999999999986 0.51114000000000004 -0.072624999999999981 0.05259500000000001 0.41892500000000005 -0.53960999999999981 -0.082879999999999995 0.39371500000000009 -0.087714999999999987 -0.083389999999999978 -0.14669999999999997 -0.081114999999999979 -0.064054999999999987 0.084535000000000013 0.55673500000000009 -0.09411499999999999 -0.088159999999999974 -0.086979999999999988 0.104315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 -1 -6 10 8 -8 -9 -7 13 15 -5 -15 16 17 -13 19 20 -18 22 24 -24 -21 26 29 -28 -29 -23
right_child=1 -3 -4 11 5 6 7 9 -10 -11 -12 12 -14 14 -16 -17 18 -19 -20 21 -22 25 23 -25 -26 -27 27 28 -30 -31
leaf_value=-5.7226557734023886e-05 4.5320780338660903e-05 0.000121582609558986 -0.00012296797696035355 0.0001116748439556061 4.4067717923705162e-05 7.9137832417472962e-05 -0.00016042188189203444 -1.5517289042084789e-05 -2.8471684490796182e-05 8.0023821610666359e-05 -7.0586131104474511e-06 -3.979870189840977e-05 -0.00010667303492701995 6.640805141715747e-05 -9.0121755329164449e-05 8.083516848273576e-05 -2.0970714249415323e-05 0.00012120281312344296 -0.00012435249544068939 -2.1507273761570741e-05 9.9905773713544472e-05 9.2060060560470453e-05 0.00013359921760401568 -4.7333769847076233e-05 -0.000214500869406038 -6.2870370207487468e-05 -0.00011829958104364644 0.00017131807493569798 -8.712181395561475e-07 -3.9782984244925843e-06
leaf_weight=26 48 22 25 27 36 20 20 27 20 20 22 39 29 27 28 20 20 31 20 23 20 40 23 30 20 21 27 20 2303 67
leaf_count=26 48 22 25 27 36 20 20 27 20 20 22 39 29 27 28 20 20 31 20 23 20 40 23 30 20 21 27 20 2303 67
internal_value=0 1.42669e-06 -1.91877e-05 5.09789e-07 -5.60391e-06 2.53057e-06 -9.0612e-06 -2.98432e-05 -9.44468e-05 2.51385e-05 3.39873e-05 -2.48916e-07 -1.08627e-06 2.78638e-05 -1.32799e-05 3.78167e-08 -5.59797e-07 3.1502e-05 -1.41186e-06 -4.71224e-07 3.94675e-05 -1.09187e-06 -3.26241e-05 3.11843e-05 -0.000111272 1.29716e-07 6.68178e-07 -7.54954e-07 6.11255e-07 3.19239e-05
internal_weight=0 2905 216 2883 191 165 129 87 40 47 42 2835 2753 82 55 2724 2704 70 2634 2614 40 2574 96 53 43 2478 2457 2350 2323 107
internal_count=3121 2905 216 2883 191 165 129 87 40 47 42 2835 2753 82 55 2724 2704 70 2634 2614 40 2574 96 53 43 2478 2457 2350 2323 107
is_linear=0
shrinkage=0.1


Tree=3548
num_leaves=31
num_cat=0
split_feature=132 394 1203 1204 160 160 482 482 158 159 0 0 0 160 15 481 4 15 483 12 12 1447 481 403 480 403 403 51 48 484
split_gain=6.92043e-06 2.69108e-05 2.50149e-05 7.94551e-06 5.7267e-06 2.72665e-05 1.64291e-05 6.33494e-05 2.75459e-05 4.34743e-05 1.75828e-05 3.35318e-05 2.98099e-05 1.73555e-05 1.66905e-05 2.3554e-05 1.52511e-05 1.38419e-05 1.3763e-05 2.29245e-05 1.45932e-05 1.14981e-05 0.000111835 3.89084e-05 2.85842e-05 1.1368e-05 1.73596e-05 1.10626e-05 2.35176e-05 2.94871e-05
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.081664999999999988 -0.092929999999999985 -0.10151499999999998 0.098465000000000011 0.090355000000000005 0.10667500000000002 0.10916000000000002 -0.073309999999999986 -0.080689999999999984 -0.083554999999999977 -0.52336499999999997 0.088495000000000018 -0.014954999999999998 -0.050494999999999991 0.10549000000000001 0.087440000000000004 0.087995000000000004 0.09202500000000001 -0.086279999999999982 -0.086354999999999987 -0.55327499999999985 0.086655000000000024 -0.54448499999999989 -0.5335399999999999 0.10614000000000001 0.12649500000000002 -0.070054999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 7 8 9 10 11 12 14 -13 15 -5 -12 -14 19 -17 -21 22 -6 -23 -24 -25 -27 -28 29 -29
right_child=1 -3 -4 4 21 -7 -8 -9 -10 -11 16 13 17 -15 -16 18 -18 -19 -20 20 -22 23 24 25 -26 26 27 28 -30 -31
leaf_value=-6.3982039344697408e-06 4.0788701206414164e-05 0.00011146367429649798 -0.00012380219370243141 9.7293557926258516e-05 -0.00022000351708139417 0.0001188317881976466 -8.160147327067709e-05 0.00016656523066558294 -8.2954822357498564e-05 0.00015093473484739661 2.7958972168562468e-06 -2.8760074011794742e-05 0.00014168503033033632 -0.00015032221196199081 -9.2338236889032569e-05 6.1444162952867403e-05 0.00011269453986998365 2.4033366644289346e-05 -6.831665114323433e-05 -9.0401700947916616e-05 2.0746993374944268e-05 0.00011410479682722483 -2.7801883406937124e-05 -6.0722227278871076e-05 0.00014126688767191809 8.1265440996503463e-05 -4.2922796932474686e-06 -2.7047836150109845e-05 -3.7966568011253872e-05 9.2084334794760391e-05
leaf_weight=196 48 22 20 21 23 22 21 24 37 20 28 24 20 23 23 39 23 20 37 27 21 29 20 33 20 25 2120 31 41 63
leaf_count=196 48 22 20 21 23 22 21 24 37 20 28 24 20 23 23 39 23 20 37 27 21 29 20 33 20 25 2120 31 41 63
internal_value=0 1.28403e-06 -1.72689e-05 4.43251e-07 -2.39846e-07 1.03893e-05 4.54193e-06 9.21638e-06 -1.18685e-06 8.09356e-06 -1.24246e-06 -1.19626e-05 5.275e-06 -8.82479e-05 -1.31974e-05 -6.44056e-07 5.2358e-05 8.28592e-05 -1.72303e-05 4.49613e-06 -4.17741e-05 -2.14028e-06 -4.42981e-05 -1.00623e-06 5.67325e-05 -2.44947e-06 -1.60605e-06 -2.5248e-06 2.52311e-05 5.27961e-05
internal_weight=0 2905 216 2883 2835 430 408 387 363 326 306 255 208 47 168 145 51 40 124 87 48 2405 63 2342 40 2313 2280 2255 135 94
internal_count=3121 2905 216 2883 2835 430 408 387 363 326 306 255 208 47 168 145 51 40 124 87 48 2405 63 2342 40 2313 2280 2255 135 94
is_linear=0
shrinkage=0.1


Tree=3549
num_leaves=31
num_cat=0
split_feature=1211 50 1 399 15 2 13 52 1200 130 1452 1452 43 15 15 4 3 2 15 43 1212 3 3 1212 403 133 43 2 2 12
split_gain=5.96915e-06 2.54961e-05 2.02298e-05 1.17997e-05 2.39839e-05 1.52849e-05 8.93016e-06 1.07686e-05 8.12422e-06 8.61009e-06 7.11816e-06 8.54114e-06 7.81897e-06 2.25163e-05 0.000112541 3.62115e-05 6.00961e-05 3.01807e-05 2.16299e-05 1.65468e-05 1.41079e-05 5.03992e-05 3.62423e-05 2.49598e-05 1.42676e-05 1.37663e-05 1.45556e-05 1.94798e-05 3.45317e-05 1.36083e-05
threshold=0.087635000000000005 0.096900000000000014 0.088135000000000005 0.091895000000000018 0.090615000000000015 0.089005000000000015 -0.011914999999999999 0.091275000000000009 0.086110000000000006 0.086055000000000006 0.11769000000000002 0.10669000000000002 0.0034250000000000005 0.013270000000000002 0.086085000000000009 -0.072334999999999997 -0.073309999999999986 0.091545000000000015 0.090750000000000011 1.0000000180025095e-35 -0.088629999999999987 -0.078724999999999976 -0.081644999999999981 -0.014129999999999998 0.10584500000000001 -0.37971999999999995 0.13895500000000002 0.10731 0.092120000000000021 0.084405000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 8 5 -5 7 -2 10 -10 11 12 19 25 -15 17 -17 18 -16 20 21 22 -1 -22 -25 -14 27 28 29 -27
right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11 -12 -13 13 14 15 16 -18 -19 -20 -21 23 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-2.2814825391037631e-05 7.0836957570463715e-05 0.00010191941500427979 -8.7802964778595864e-05 -6.1113021123067795e-05 -0.00012796482709104981 4.8567281838687551e-05 -3.3462298219092188e-05 -5.7097152046694917e-06 9.1164752375334502e-05 -1.6257983043033163e-06 5.0490109828792307e-05 -6.4637294590717093e-05 -2.9085265943208607e-05 -0.0002004542718558306 4.8422241200162895e-05 -0.00017729630976995954 1.8976875528609619e-05 0.00014658963594229137 -6.524951699807739e-05 8.0889815860875675e-05 8.4772633848236492e-05 7.0539565665837613e-05 -0.00018350915084010922 1.7986130981852244e-06 -6.5453318164543361e-05 4.1703124475489517e-05 7.7363041427815928e-05 -4.5468951865650319e-05 0.00014679390144357017 -6.9985264526621909e-05
leaf_weight=32 40 30 22 24 22 27 25 34 20 20 27 21 66 35 47 26 39 20 26 26 36 28 25 2223 32 24 40 43 21 20
leaf_count=32 40 30 22 24 22 27 25 34 20 20 27 21 66 35 47 26 39 20 26 26 36 28 25 2223 32 24 40 43 21 20
internal_value=0 1.93954e-05 -1.06508e-06 -9.86098e-07 -4.06935e-05 -3.04698e-06 1.821e-05 3.56669e-05 1.44668e-08 4.47695e-05 -6.12135e-07 -1.09968e-06 -6.24677e-07 -1.34417e-05 -3.82091e-05 -2.2687e-06 -5.95324e-05 3.77543e-05 7.93641e-06 1.54707e-06 6.78843e-07 -3.93258e-05 -9.32948e-05 2.16308e-06 8.44262e-07 8.89519e-06 2.58324e-05 6.74701e-06 4.12899e-05 -9.06433e-06
internal_weight=0 151 121 2970 73 51 99 74 2897 40 2857 2830 2809 407 193 158 65 93 73 2402 2376 85 57 2291 2255 214 148 108 65 44
internal_count=3121 151 121 2970 73 51 99 74 2897 40 2857 2830 2809 407 193 158 65 93 73 2402 2376 85 57 2291 2255 214 148 108 65 44
is_linear=0
shrinkage=0.1


Tree=3550
num_leaves=31
num_cat=0
split_feature=401 42 42 2 1 12 1213 1209 1209 48 44 1 151 1 48 1 1365 46 15 15 15 9 47 47 15 15 1 403 160 390
split_gain=5.9608e-06 3.13525e-05 6.53826e-05 3.9668e-05 8.43001e-05 6.55392e-05 3.19103e-05 9.69126e-06 9.35097e-06 7.76348e-06 2.30854e-05 4.50995e-05 6.39872e-05 1.81519e-05 1.69433e-05 1.35591e-05 8.87909e-06 9.92306e-06 1.10769e-05 0.00015653 4.5163e-05 3.48245e-05 2.4969e-05 9.20111e-05 7.95878e-05 1.713e-05 1.6844e-05 2.34756e-05 1.90316e-05 1.63256e-05
threshold=0.10022000000000002 -0.088249999999999981 -0.016354999999999998 0.084715000000000013 0.089105000000000018 0.087695000000000009 -0.083944999999999978 -0.087714999999999987 -0.076689999999999994 0.11270000000000001 0.099360000000000018 0.11212500000000002 -0.08688499999999999 0.12456000000000002 0.10911000000000001 0.13686500000000004 0.085025000000000017 0.083550000000000013 -0.10203999999999998 -0.099734999999999976 -0.10469999999999999 0.08925000000000001 0.094160000000000008 0.085770000000000027 -0.13843999999999998 -0.096999999999999989 0.089770000000000016 -1.0000000180025095e-35 0.089640000000000011 0.088375000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 -4 -5 -7 -1 -9 14 11 12 -11 -13 16 -15 17 18 20 -20 22 25 23 26 -24 -21 27 -10 -28 -27
right_child=1 2 3 5 -6 6 -8 8 9 10 -12 13 -14 15 -16 -17 -18 -19 19 21 -22 -23 24 -25 -26 29 28 -29 -30 -31
leaf_value=6.0679108854081408e-05 -0.00011927990705701703 0.00016775421507190914 -0.00024221731162635317 0.00016850716586174844 2.1487954385250946e-05 2.112237798428396e-05 -0.00013989657294587234 -6.4457778336707812e-05 -2.5851771564096756e-05 -3.5452065603749367e-05 -7.5937536221317716e-05 -8.0219187377504286e-05 0.00018877031712431097 8.0272543974305426e-05 -8.7600555054285169e-05 -3.3493742994323841e-05 5.0554150095974492e-05 -6.4153189972178864e-05 -0.00028085102996556089 -7.8865043178666383e-05 0.00015829699534931156 0.00011996470533783093 -1.1068029705838431e-05 -0.00018758173277637981 0.00023039151092234535 -1.0590289995511624e-06 8.5720270741402661e-06 9.5706149268346755e-05 -8.531640972554064e-05 8.1873167808529015e-05
leaf_weight=27 26 20 22 21 27 32 20 22 24 20 20 26 35 22 22 20 35 24 20 28 21 24 43 25 20 2165 215 47 24 24
leaf_count=27 26 20 22 21 27 32 20 22 24 20 20 26 35 22 22 20 35 24 20 28 21 24 43 25 20 2165 215 47 24 24
internal_value=0 -1.83224e-05 1.6277e-07 -2.73112e-05 -9.69103e-05 1.9406e-05 -4.0808e-05 1.04239e-06 4.92082e-07 9.84127e-07 2.37034e-05 3.99052e-05 0.000107235 -1.45526e-05 -1.9257e-07 2.60981e-05 5.09502e-07 -1.38266e-07 4.35002e-07 -2.33257e-06 1.53693e-05 1.53097e-07 7.82789e-06 -3.03404e-06 6.55858e-05 -1.14392e-06 1.18488e-05 5.46161e-05 -8.561e-07 -1.49768e-07
internal_weight=0 168 142 122 49 73 52 2953 2926 2904 143 123 55 68 2761 42 2739 2704 2680 2261 419 2241 398 335 63 2217 310 71 239 2189
internal_count=3121 168 142 122 49 73 52 2953 2926 2904 143 123 55 68 2761 42 2739 2704 2680 2261 419 2241 398 335 63 2217 310 71 239 2189
is_linear=0
shrinkage=0.1


Tree=3551
num_leaves=31
num_cat=0
split_feature=33 34 9 1 46 1428 473 471 52 97 30 11 12 1426 1428 43 130 42 47 50 132 1211 1204 50 393 16 15 42 402 157
split_gain=6.59382e-06 8.24904e-06 1.27115e-05 2.27448e-05 6.52626e-06 9.78328e-06 1.65388e-05 8.77376e-06 8.72169e-06 7.56958e-06 1.67799e-05 7.65585e-06 4.48354e-05 2.42539e-05 9.95995e-06 7.29207e-06 2.02969e-05 1.27215e-05 7.30219e-06 8.08506e-06 8.74396e-05 0.000139308 3.62985e-05 3.01142e-05 2.4092e-05 2.06114e-05 3.71817e-05 5.01505e-05 3.09952e-05 2.16728e-05
threshold=-0.009184999999999997 -0.112215 0.088235000000000022 0.11866500000000001 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 0.14295500000000003 -0.086464999999999986 0.096890000000000018 0.090070000000000025 0.10149500000000002 -0.068029999999999993 0.092095000000000024 -0.53814999999999991 -0.22699999999999995 0.15432000000000004 0.13827000000000003 0.041865000000000006 -0.083284999999999984 0.11048500000000001 -0.064464999999999981 0.086580000000000004 0.11170000000000001 -0.071359999999999993 0.090750000000000011 0.089810000000000015 0.099740000000000009 -0.073574999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -7 -8 -6 -9 11 13 -13 -11 15 -15 -17 18 19 24 -21 22 -22 -24 -18 26 28 -28 -25 -27
right_child=1 2 3 -5 8 6 7 9 -10 10 -12 12 -14 14 -16 16 17 -19 -20 20 21 -23 23 25 -26 29 27 -29 -30 -31
leaf_value=-4.589020045973631e-05 -6.0554924477235721e-05 -5.5507438958102284e-05 0.00013357556470452891 -2.3661133013774819e-06 8.0825806593487002e-05 9.0711739539983688e-05 -6.3448266816769979e-05 -5.987789523455181e-05 -8.3101762270200119e-06 -9.7194988820074993e-05 9.1656616132240745e-05 0.00011869685828003185 -4.5074924252860778e-05 5.0087988139629105e-05 6.8448033354278397e-05 -9.4748157046168409e-05 -2.1047140232899246e-06 7.3645263404140015e-05 -5.184512710911804e-05 0.00016817087073859788 0.00014245692679348091 -0.00020173631822615335 0.00011230569441304046 -1.1949114560586227e-05 -0.00010085790530320083 -1.1860567705397981e-05 1.2074064179614653e-05 -0.00020672028159341691 0.00011896141460397304 6.1109342244020329e-05
leaf_weight=31 22 32 20 32 23 20 22 21 21 26 20 32 35 28 21 23 2088 23 28 33 21 32 26 189 25 73 20 22 20 92
leaf_count=31 22 32 20 32 23 20 22 21 21 26 20 32 35 28 21 23 2088 23 28 33 21 32 26 189 25 73 20 22 20 92
internal_value=0 4.60387e-07 8.97916e-07 4.99191e-05 5.27219e-08 -5.13281e-07 8.5295e-08 -5.35434e-07 3.82836e-05 -5.78349e-08 3.78808e-07 -2.60169e-07 3.31444e-05 -1.06236e-06 -1.58071e-07 -6.8331e-07 -1.20692e-06 -4.07717e-07 -1.04587e-06 -5.0729e-07 1.05612e-05 5.39396e-08 1.40006e-05 7.89744e-06 -3.27311e-06 1.37192e-06 -1.66754e-05 -0.000102532 5.78209e-07 2.88257e-05
internal_weight=0 3090 3068 52 3016 2972 2940 2920 44 2898 2877 2857 67 2790 2764 2743 2715 2692 2669 2641 528 495 463 442 2113 416 251 42 209 165
internal_count=3121 3090 3068 52 3016 2972 2940 2920 44 2898 2877 2857 67 2790 2764 2743 2715 2692 2669 2641 528 495 463 442 2113 416 251 42 209 165
is_linear=0
shrinkage=0.1


Tree=3552
num_leaves=31
num_cat=0
split_feature=1211 50 1185 1211 1186 401 15 402 42 42 42 1213 0 403 2 1210 4 51 1451 4 52 52 403 483 4 403 50 16 401 133
split_gain=7.43706e-06 4.46804e-05 1.23278e-05 8.90528e-06 6.62847e-06 6.60496e-06 3.21209e-05 1.62697e-05 6.80835e-06 4.00782e-05 2.96948e-05 2.19353e-05 0.000169977 0.000106591 3.94412e-05 3.00968e-05 2.38523e-05 1.92336e-05 1.83121e-05 2.43157e-05 6.00281e-05 2.47911e-05 7.09047e-05 5.4427e-05 6.64229e-05 5.31073e-05 3.43774e-05 3.36079e-05 2.624e-05 2.37191e-05
threshold=0.11048500000000001 0.096900000000000014 -0.089384999999999978 0.11986000000000001 -0.094609999999999986 -0.06959499999999999 0.095175000000000023 -0.43418999999999991 0.085730000000000015 0.086035000000000014 0.085465000000000013 0.04198000000000001 -0.086729999999999988 -0.54856499999999986 0.08708500000000001 -0.13847499999999999 -0.111605 0.078435000000000019 0.080930000000000016 -0.081984999999999988 0.0031350000000000002 0.008405000000000001 -0.0047449999999999992 -0.096724999999999992 -0.078439999999999996 -0.085729999999999987 -0.068989999999999982 0.41553500000000004 0.10022000000000002 0.091410000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -4 6 -6 -7 10 -10 -9 13 -13 -11 -14 -15 17 -17 19 20 -18 23 25 -21 -25 -23 -26 -28 29 -24
right_child=1 -3 4 -5 5 7 -8 8 9 11 -12 12 14 15 -16 16 18 -19 -20 21 -22 22 28 24 26 -27 27 -29 -30 -31
leaf_value=-6.8067289814482346e-05 2.4067528334101022e-05 0.00015153253506551583 5.2149710313642572e-05 -5.3644864480399215e-05 -2.869211648430792e-05 -7.2160272793553304e-05 0.00013047261336829425 -2.9473343868865658e-06 0.00014246061445668428 -0.00018646822568067973 -0.00012548989351014229 0.00025516546043541491 -0.00016649032229906879 0.00011316580406855793 2.0299194371685959e-05 0.00013846308780061505 6.5261511690550836e-05 1.7753025162109583e-05 7.6465048688736847e-05 -0.00017179434500922937 -0.00015558415780105863 2.4206864128202491e-05 2.9204351726114163e-05 -0.00017323327874692042 9.766733472882632e-05 0.00024415981555964958 1.8639875184974552e-08 -0.0001217726486477962 -0.0001075074881373439 -3.6783920840633756e-05
leaf_weight=27 29 22 24 30 32 32 21 1754 21 30 20 27 20 25 26 22 20 33 29 21 32 21 199 23 34 23 405 24 20 75
leaf_count=27 29 22 24 30 32 32 21 1754 21 30 20 27 20 25 26 22 20 33 29 21 32 21 199 23 34 23 405 24 20 75
internal_value=0 2.99053e-05 -7.96821e-07 -1.54472e-05 -1.93999e-07 -6.14289e-07 3.43732e-05 -1.24587e-06 -4.64449e-07 5.60236e-06 -4.32887e-06 3.01081e-06 5.59923e-05 -7.22442e-07 -6.09136e-05 4.8167e-06 2.05551e-06 6.60371e-05 -1.74469e-06 -4.27321e-06 -7.06435e-05 -1.88887e-07 2.07892e-05 -1.41743e-05 -7.36352e-06 0.000139182 8.76231e-07 -6.79486e-06 3.07048e-06 1.11419e-05
internal_weight=0 81 3040 59 3013 2989 53 2936 2904 1130 1774 1109 73 1036 46 1006 981 55 926 897 52 845 338 507 486 44 463 429 294 274
internal_count=3121 81 3040 59 3013 2989 53 2936 2904 1130 1774 1109 73 1036 46 1006 981 55 926 897 52 845 338 507 486 44 463 429 294 274
is_linear=0
shrinkage=0.1


Tree=3553
num_leaves=31
num_cat=0
split_feature=132 132 15 1186 4 475 156 12 0 16 2 2 0 39 0 3 1443 42 43 130 130 393 403 42 403 394 390 394 394 16
split_gain=6.87092e-06 2.46809e-05 2.28832e-05 9.21691e-06 7.96238e-06 6.87438e-06 1.96942e-05 1.96331e-05 7.89427e-06 2.79072e-05 2.38878e-05 3.17562e-05 2.18239e-05 1.1461e-05 1.04045e-05 3.2728e-05 7.8794e-06 2.0517e-05 7.22799e-06 1.86379e-05 1.10337e-05 7.82563e-06 9.54995e-06 4.3788e-05 1.40635e-05 8.78934e-06 2.2711e-05 8.12629e-06 1.65356e-05 1.38418e-05
threshold=-0.083174999999999985 -0.050879999999999988 0.092400000000000024 0.049580000000000006 -0.086254999999999984 -0.24039999999999997 0.16414500000000004 0.093535000000000021 0.10455500000000001 0.19444000000000003 0.097070000000000004 0.11293500000000002 0.14486500000000005 0.085425000000000015 0.047850000000000011 0.084940000000000015 0.088675000000000018 0.087195000000000009 -0.53814999999999991 -0.22699999999999995 -0.092879999999999976 0.091220000000000009 -0.5492149999999999 0.091205000000000008 -0.53762499999999991 -0.12099999999999998 0.088485000000000008 -0.0088999999999999982 -0.09095499999999998 -0.088704999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 8 -3 14 10 13 -12 -11 -10 16 -16 18 -18 -7 -20 -21 22 23 -22 -24 -26 27 28 -27 -30
right_child=1 5 -4 -5 -6 6 -8 -9 9 12 11 -13 -14 -15 15 -17 17 -19 19 20 21 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=-4.9135258919145248e-05 9.6461146205439476e-05 -9.3500329320964483e-05 -0.00010708025385974907 -6.8137260365931846e-05 1.0808718275863309e-05 5.2777188223747853e-05 9.5337923928375619e-05 2.4921103249653243e-05 -9.3153371761383661e-05 -0.00016301212530206181 0.00015375309230876156 -2.4449671091133499e-05 -1.7052377334039193e-05 1.0128752226245569e-05 -3.4621050915104895e-05 0.00011205206324120809 -0.00011103935754693919 1.8008602845449268e-05 -8.8847264337148428e-05 5.435818481297853e-05 -4.2433876170924548e-05 -6.154857794172131e-05 -6.8840347551580138e-05 0.00014925652466114445 5.7951832800258511e-05 -5.080644013105484e-05 -9.2372664501174154e-05 3.8108316422160982e-07 0.00012279876250886445 2.5883068993997381e-05
leaf_weight=26 27 28 25 21 150 27 22 28 22 21 20 20 20 21 29 32 22 28 23 39 26 20 29 22 27 20 26 2224 20 56
leaf_count=26 27 28 25 21 150 27 22 28 22 21 20 20 20 21 29 32 22 28 23 39 26 20 29 22 27 20 26 2224 20 56
internal_value=0 1.29842e-06 -1.69554e-05 -5.51823e-06 1.95336e-06 4.03784e-07 1.09371e-06 -3.42896e-05 3.51629e-07 -2.43137e-05 9.02889e-06 6.46517e-05 -9.18122e-05 -4.27133e-05 1.49714e-06 4.23222e-05 5.42622e-07 -3.87725e-05 1.3108e-06 7.61983e-07 1.58343e-06 7.50145e-07 1.25871e-06 4.54242e-05 3.76131e-07 1.22201e-06 5.69113e-07 1.6107e-06 3.00969e-05 5.13872e-05
internal_weight=0 2899 222 197 176 2872 2816 56 2794 124 83 40 41 43 2670 61 2609 50 2559 2532 2509 2470 2450 48 2402 2373 2346 2320 96 76
internal_count=3121 2899 222 197 176 2872 2816 56 2794 124 83 40 41 43 2670 61 2609 50 2559 2532 2509 2470 2450 48 2402 2373 2346 2320 96 76
is_linear=0
shrinkage=0.1


Tree=3554
num_leaves=31
num_cat=0
split_feature=130 40 1211 43 1185 1186 1212 1212 403 3 402 1208 12 1209 401 2 401 402 1210 1209 1213 3 1213 0 3 42 4 1213 130 130
split_gain=8.35254e-06 1.40937e-05 6.07144e-06 1.68822e-05 1.13419e-05 1.03713e-05 8.3272e-06 7.66895e-06 9.08736e-06 3.00132e-05 1.08352e-05 9.86121e-06 4.77222e-05 4.06253e-05 1.38242e-05 2.13035e-05 9.89782e-06 7.3067e-05 3.15167e-05 1.01151e-05 1.15917e-05 1.97718e-05 8.61132e-06 4.77796e-05 6.25405e-05 6.03936e-05 7.42288e-05 2.73249e-05 1.18138e-05 1.27254e-05
threshold=-0.23123999999999997 -0.24290999999999999 0.11716500000000001 0.062770000000000006 -0.10973499999999999 -0.092084999999999986 0.13613500000000003 0.11006000000000002 -0.5492149999999999 -0.085709999999999995 0.2506000000000001 0.10480500000000002 0.096075000000000008 -0.092099999999999987 0.11602000000000001 0.097845000000000015 -1.0000000180025095e-35 -0.45015499999999992 0.014175000000000002 -0.084519999999999984 0.10210000000000001 -0.081644999999999981 -0.087049999999999975 -0.086834999999999982 -0.081924999999999984 0.086325000000000013 -0.082594999999999988 -0.085284999999999986 -0.079354999999999981 -0.004729999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 7 8 9 -7 11 13 -13 -10 16 -16 17 -15 19 -18 22 -22 23 24 -21 26 -25 -24 -29 -30
right_child=1 2 3 -5 5 6 -8 -9 10 -11 -12 12 -14 14 15 -17 18 -19 -20 20 21 -23 27 25 -26 -27 -28 28 29 -31
leaf_value=6.0039808158762756e-05 -8.4119811581331313e-05 -7.5546435327851212e-05 7.7588735329107191e-05 -3.8845364797452931e-05 5.9522534414507639e-05 -5.3292176935428877e-05 -5.9236177912680438e-05 4.5147226724971872e-05 0.00014189493405865507 0.00010485649508761224 -7.1314346661727714e-05 -0.00014363366517500253 6.2786095908709948e-05 -0.00018228787468449977 6.1086495876342301e-06 -0.00011663386260177223 -6.483843035312021e-05 5.6002454690432417e-05 0.0001257922200147732 -0.00017093153140497938 0.0001155225754305518 -1.7080631699751724e-05 -0.00011547183350471426 9.4941693510008926e-05 4.5645010977750644e-05 0.00018121147572415912 -0.00014163005341851246 3.7632691598812563e-05 -3.6543164155640963e-05 -5.9340080717096955e-07
leaf_weight=23 20 20 33 20 29 20 24 37 20 30 22 24 21 22 31 26 24 31 20 24 23 22 21 36 30 31 21 77 103 2236
leaf_count=23 20 20 33 20 29 20 24 37 20 30 22 24 21 22 31 26 24 31 20 24 23 22 21 36 30 31 21 77 103 2236
internal_value=0 -4.4574e-07 9.79516e-08 3.36513e-05 -4.89926e-07 9.61824e-09 -5.70313e-07 -9.33545e-08 -6.67592e-07 4.1597e-05 -1.40519e-06 -8.64216e-07 -4.73044e-05 -1.17321e-07 -1.13973e-06 -4.98792e-05 -1.18725e-07 -4.29105e-05 7.31336e-07 -2.13232e-07 3.77852e-07 5.06943e-05 -5.00102e-07 2.34382e-05 -5.06112e-05 6.88776e-05 7.78368e-06 -1.89495e-06 -9.07729e-07 -2.17648e-06
internal_weight=0 3098 3078 53 3025 3005 2976 2952 2915 50 2865 2843 45 2798 2778 57 2721 53 2668 2648 2624 45 2579 142 54 88 57 2437 2416 2339
internal_count=3121 3098 3078 53 3025 3005 2976 2952 2915 50 2865 2843 45 2798 2778 57 2721 53 2668 2648 2624 45 2579 142 54 88 57 2437 2416 2339
is_linear=0
shrinkage=0.1


Tree=3555
num_leaves=31
num_cat=0
split_feature=130 40 402 401 1209 1209 3 1213 401 0 15 133 15 16 16 4 12 448 9 15 15 51 15 13 51 15 159 1 133 15
split_gain=6.76556e-06 1.14159e-05 5.75665e-06 1.06098e-05 7.26509e-06 9.32452e-06 6.60467e-05 7.57391e-06 8.33443e-06 3.76369e-05 2.78029e-05 1.93052e-05 3.8801e-05 6.64048e-06 2.54048e-05 5.13248e-05 5.98858e-05 1.49451e-05 1.51886e-05 1.64691e-05 4.37082e-05 5.4792e-05 4.07357e-05 3.52375e-05 7.55269e-05 3.34836e-05 3.91153e-05 7.26573e-05 5.11683e-05 3.6971e-05
threshold=-0.23123999999999997 -0.24290999999999999 0.31278000000000006 0.13699500000000003 -0.089214999999999989 -0.067109999999999989 -0.082039999999999988 0.51258500000000007 -1.0000000180025095e-35 -0.072594999999999979 0.095175000000000023 0.42433500000000007 0.088345000000000021 0.0039400000000000008 -0.0013749999999999997 -0.0070899999999999991 0.085355000000000014 0.030280000000000001 0.091905000000000014 -0.090644999999999989 -0.088429999999999995 0.0038750000000000004 -0.086849999999999997 -0.17933499999999997 0.095375000000000015 -0.096999999999999989 -0.017094999999999996 0.096860000000000016 0.085075000000000026 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 9 10 -7 13 -13 14 17 16 -16 18 19 25 21 -21 -22 24 -24 29 -27 28 -28 -10
right_child=1 2 -4 -5 5 7 -8 -9 11 -11 -12 12 -14 -15 15 -17 -18 -19 -20 20 22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=5.403582940150797e-05 -7.5707838141170222e-05 -4.4424537807369948e-05 5.2266322260644904e-05 -6.9465027825737536e-05 -6.1578371913548419e-05 -4.266184776748435e-05 0.00017686102129075502 5.9904923468171291e-05 1.2746138981097392e-05 -0.00011284808931176325 0.00010456385371862385 -2.4863281420973207e-06 0.00017039287420629991 -8.411482895098743e-06 -0.00014287228966168187 0.00014389439456863329 9.621702888166925e-05 -8.3741424134045495e-05 -5.9122441270141637e-05 -1.569858188824063e-05 9.7971574645847943e-05 -0.000223185504310095 -0.00021315686578115371 1.6944222927372844e-07 3.5198381243390031e-05 -2.0815134467273135e-05 0.0002206439005985452 -3.435958291259434e-05 2.9466531261624328e-05 -8.3758286241804449e-05
leaf_weight=23 20 36 21 22 26 29 21 21 406 34 23 37 20 785 20 37 22 21 41 35 41 20 24 1134 25 41 42 29 21 44
leaf_count=23 20 36 21 22 26 29 21 21 406 34 23 37 20 785 20 37 22 21 41 35 41 20 24 1134 25 41 42 29 21 44
internal_value=0 -4.01173e-07 8.81493e-08 -2.70288e-07 2.31289e-07 7.67337e-07 4.49584e-05 6.37537e-08 -3.64996e-07 -3.10356e-05 2.24572e-05 5.62129e-07 5.8173e-05 -6.15712e-07 2.43954e-06 5.8018e-05 -1.7635e-05 1.57478e-07 1.08332e-06 2.40901e-06 -3.94057e-06 -9.11484e-05 -2.19144e-08 -3.41814e-06 -8.6445e-05 1.63389e-05 6.0421e-05 9.66241e-05 0.000156918 3.31015e-06
internal_weight=0 3098 3078 3057 3035 2999 47 2952 2931 86 52 2845 57 2788 2003 79 42 1924 1903 1862 1279 55 1224 1183 49 583 133 92 63 450
internal_count=3121 3098 3078 3057 3035 2999 47 2952 2931 86 52 2845 57 2788 2003 79 42 1924 1903 1862 1279 55 1224 1183 49 583 133 92 63 450
is_linear=0
shrinkage=0.1


Tree=3556
num_leaves=31
num_cat=0
split_feature=33 34 9 0 1132 376 1 15 15 50 152 157 12 2 1420 1419 475 12 475 160 2 160 480 1447 12 2 1447 1446 475 12
split_gain=6.3212e-06 6.32991e-06 1.2575e-05 2.16358e-05 6.53535e-06 8.98342e-06 9.97905e-06 2.59299e-05 8.82797e-06 7.44887e-06 3.33222e-05 2.00313e-05 1.99992e-05 2.44727e-05 1.04666e-05 1.35424e-05 7.89642e-06 1.46863e-05 1.45138e-05 8.95734e-06 3.1802e-05 1.74078e-05 1.28835e-05 1.48356e-05 9.28925e-05 4.31272e-05 3.16241e-05 1.69215e-05 1.59634e-05 5.36077e-05
threshold=-0.009184999999999997 -0.112215 0.088235000000000022 -0.055064999999999996 1.0000000180025095e-35 -0.083489999999999981 0.16540500000000002 -0.56020999999999987 -0.49307999999999996 -0.099524999999999988 0.083555000000000004 0.63604500000000008 0.090695000000000012 0.11448000000000001 -0.086449999999999985 0.10120500000000002 -0.10664 0.093765000000000015 -0.091889999999999986 -0.54913999999999985 0.083795000000000022 -0.53908999999999996 -0.092774999999999982 -0.085709999999999995 0.083985000000000018 0.08622500000000001 -0.084549999999999986 0.085345000000000018 -0.086279999999999982 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 -7 -9 10 12 14 -10 -14 -11 16 17 -16 -18 20 -20 -21 -23 24 -24 -26 -25 -27 29 -28
right_child=1 2 3 -5 -6 6 -8 8 9 11 -12 -13 13 -15 15 -17 18 -19 19 21 -22 22 23 26 25 27 28 -29 -30 -31
leaf_value=-4.4931530588186323e-05 -5.2997786691445407e-05 -5.9027470510605225e-05 0.000127962521600282 -3.4986878451872471e-06 4.3588020001633972e-05 -0.00010403126228387312 6.423085609033782e-05 5.5237548885684354e-05 6.9385837977514948e-05 6.526205913435964e-05 0.0001386079210836518 -0.00010092911477840971 1.5140288647868344e-05 -0.00011804455839410367 -7.4826537788671768e-05 -7.7475562062792724e-05 8.5248202376533305e-05 2.9876578039312294e-05 0.00013027093069546897 -8.5922669313731603e-05 -1.9469247117003024e-05 7.9588455482735307e-05 0.00021171602850739401 -0.00011664464570155058 -0.00013605388902016618 0.00010330058664294485 4.6458544143799533e-05 -2.678190845472273e-05 -1.6486649413990034e-07 -0.00017188706697197632
leaf_weight=31 22 26 21 31 34 24 24 29 27 24 21 20 37 22 37 23 20 21 23 24 37 20 23 24 22 20 23 20 2369 22
leaf_count=31 22 26 21 31 34 24 24 29 27 24 21 20 37 22 37 23 20 21 23 24 37 20 23 24 22 20 23 20 2369 22
internal_value=0 4.50762e-07 8.34031e-07 4.95914e-05 -6.61364e-09 -5.03668e-07 1.10876e-08 -5.14586e-07 3.39747e-07 -2.13235e-07 2.56766e-05 -1.21259e-06 -1.89967e-06 -3.45219e-05 -4.87906e-07 -1.06635e-06 -4.16661e-07 -3.69168e-05 3.83115e-07 -2.62984e-07 3.79312e-05 -1.15572e-06 -3.55715e-07 -9.89438e-07 4.00783e-05 -2.35937e-05 -2.42125e-06 3.82593e-05 -1.28564e-06 -6.02882e-05
internal_weight=0 3090 3068 52 3016 2982 2956 2932 2908 2879 107 2772 86 59 2752 2728 2705 58 2647 2627 60 2567 2543 2523 85 62 2438 40 2414 45
internal_count=3121 3090 3068 52 3016 2982 2956 2932 2908 2879 107 2772 86 59 2752 2728 2705 58 2647 2627 60 2567 2543 2523 85 62 2438 40 2414 45
is_linear=0
shrinkage=0.1


Tree=3557
num_leaves=31
num_cat=0
split_feature=130 1 1373 48 48 1374 47 0 1 47 3 4 131 148 131 43 148 151 1429 151 12 0 151 124 151 13 132 1 1185 393
split_gain=5.67779e-06 1.12983e-05 6.63259e-06 1.33088e-05 1.49117e-05 8.66975e-06 8.40239e-06 6.29715e-05 0.000194151 2.7794e-05 2.77134e-05 1.87005e-05 1.54791e-05 1.48018e-05 1.35652e-05 1.34734e-05 1.27493e-05 1.24987e-05 4.75163e-05 6.16821e-05 7.9648e-05 5.05401e-05 1.41409e-05 1.67316e-05 1.22836e-05 1.22654e-05 1.17507e-05 0.000240792 0.00010374 4.27544e-05
threshold=-0.23123999999999997 0.16540500000000002 -1.0000000180025095e-35 0.12474000000000002 0.13127500000000003 -0.096434999999999979 0.092165000000000011 -0.10224499999999999 0.099400000000000002 0.090100000000000013 -0.042499999999999989 0.27044500000000005 0.13767000000000004 -0.10069499999999999 0.11684000000000001 -0.11180499999999999 -0.084449999999999983 -0.088279999999999983 0.083985000000000018 -0.10142999999999999 0.083715000000000026 -0.14723999999999998 -0.085764999999999994 -0.0066649999999999991 -0.085134999999999975 -0.0097949999999999982 -0.083284999999999984 0.089475000000000013 -0.014244999999999999 0.10483000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 9 8 -8 12 15 -10 13 -7 16 -9 -15 18 19 20 21 -18 23 -19 -24 -16 27 29 -28 -26
right_child=1 -3 3 4 -6 6 7 10 11 -11 -12 -13 -14 14 25 -17 17 22 -20 -21 -22 -23 24 -25 26 -27 28 -29 -30 -31
leaf_value=4.9501646362446279e-05 -5.1098823780193925e-05 -6.4773146921113403e-05 -5.9230335929896686e-05 0.00011381768061710318 1.7156457862613393e-05 8.7054704708862117e-05 -0.00036176363821141424 -8.1171820576335978e-05 8.2864284351152106e-05 0.00011353669503726203 9.3975041862436092e-05 -4.9064724391262818e-05 -8.4842887978690373e-05 -6.4191112769842749e-05 8.601111047547809e-05 4.4219587933283143e-06 -8.5496275624748146e-05 5.631325620925054e-06 0.00016858561140820495 0.00013502234575571493 -0.00021003964197699958 0.00012907453778809766 7.4248164574700328e-05 -0.00011635187300904048 -2.3587115440302746e-08 -1.9310184268698354e-06 -0.0002189056002283575 0.00031842871297461294 -6.3226186475893952e-07 -0.00014793454766217823
leaf_weight=23 25 27 25 20 79 20 20 21 21 22 33 22 21 31 35 148 21 22 21 25 21 23 22 23 130 29 22 24 2122 23
leaf_count=23 25 27 25 20 79 20 20 21 21 22 33 22 21 31 35 148 21 22 21 25 21 23 22 23 130 29 22 24 2122 23
internal_value=0 -3.67507e-07 1.98743e-07 6.19767e-07 3.6684e-05 -5.91756e-07 -9.00566e-08 -1.70699e-05 -0.000104358 1.60346e-06 1.01536e-05 1.53657e-05 6.68909e-07 1.35588e-06 6.95136e-07 -6.21395e-06 -4.55022e-07 3.35621e-07 3.3138e-05 1.53354e-06 -4.98083e-05 2.66657e-05 -1.18911e-06 -5.67156e-05 -1.22661e-07 4.61623e-05 -8.27598e-07 2.39363e-05 -2.87201e-06 -2.22586e-05
internal_weight=0 3098 3071 3046 99 2947 2922 265 63 2657 202 43 2635 2614 2594 169 2530 2499 111 90 65 44 2388 45 2343 64 2321 177 2144 153
internal_count=3121 3098 3071 3046 99 2947 2922 265 63 2657 202 43 2635 2614 2594 169 2530 2499 111 90 65 44 2388 45 2343 64 2321 177 2144 153
is_linear=0
shrinkage=0.1


Tree=3558
num_leaves=31
num_cat=0
split_feature=132 1185 15 1213 400 0 15 2 132 1204 128 128 400 0 16 3 13 0 402 0 2 16 129 394 402 402 16 1 155 155
split_gain=6.21754e-06 3.41088e-05 1.8446e-05 7.18265e-06 1.15832e-05 2.48006e-05 1.37289e-05 8.39393e-06 2.16752e-05 5.53384e-06 6.40062e-06 2.31608e-05 1.48468e-05 1.36301e-05 2.77078e-05 2.71138e-05 2.66832e-05 1.76231e-05 1.12037e-05 2.40684e-05 6.63121e-05 3.87856e-05 1.04317e-05 9.66473e-06 2.57977e-05 3.92805e-05 7.93937e-06 4.19577e-05 3.54192e-05 1.93299e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.087530000000000011 -0.082454999999999987 -0.083674999999999986 0.084655000000000022 0.089320000000000024 -0.41094499999999995 -0.081664999999999988 0.090375000000000025 0.086950000000000013 -0.39724499999999996 -0.077259999999999981 -0.081779999999999978 -0.095524999999999985 -0.012549999999999997 -0.069444999999999993 0.11320500000000001 -0.083804999999999977 0.089775000000000008 -0.087989999999999985 0.10412500000000001 -0.10421499999999999 0.10686000000000002 0.10306000000000001 0.62682500000000008 0.10234000000000001 0.14109500000000003 0.11854500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -6 -9 -3 11 12 -11 14 16 -16 -12 -15 22 21 -21 -20 23 -14 25 26 29 -28 -29 -25
right_child=1 9 -4 -5 6 -7 -8 8 -10 10 13 -13 18 17 15 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=3.6276086575526282e-06 0.00012821791613186221 3.4340695136516511e-05 -9.704569005407393e-05 4.6658952361094242e-05 -4.4519662400870048e-05 -0.00013622957561719453 7.7778181139365199e-05 8.6310699801591314e-05 -3.8587447606501392e-05 -8.1785620833133265e-05 -5.6883039564252547e-05 0.00010545593481982082 -6.7320266696862578e-05 9.4829401496099316e-05 -1.0870266369238381e-05 -0.00016574208325787019 8.5662080467348775e-05 -3.0029354484913011e-05 -0.00012504935487716768 0.00018388190529267063 -1.5791183990096706e-05 5.6153310301683467e-05 6.3586050498997789e-05 -8.0912904889920386e-07 -9.1398907862904098e-05 0.00013047029648947977 -0.00015319971592232055 -5.9775894879976479e-05 9.5744933868344454e-05 7.9979253265870896e-05
leaf_weight=32 21 47 25 23 43 21 21 24 33 22 29 21 22 20 20 26 24 26 21 29 39 27 25 2316 31 23 21 32 27 30
leaf_count=32 21 47 25 23 43 21 21 24 33 22 29 21 22 20 20 26 24 26 21 29 39 27 25 2316 31 23 21 32 27 30
internal_value=0 1.23515e-06 -1.61291e-05 -5.86048e-06 -1.28027e-05 -5.17875e-05 4.27328e-06 -1.11627e-05 1.40012e-05 3.08587e-07 -2.56411e-07 8.4836e-07 2.40599e-08 -2.07213e-05 -4.16204e-05 -9.84065e-05 7.66569e-06 2.42571e-05 7.05033e-07 3.10933e-05 6.93635e-05 -2.31229e-05 -6.89916e-07 -1.33216e-06 -7.46784e-07 4.00711e-07 -8.3243e-07 -3.18114e-05 1.13947e-05 2.2397e-07
internal_weight=0 2899 222 197 174 53 121 100 57 2878 2831 2686 2665 145 99 46 53 46 2643 116 68 48 2527 2502 2480 2449 2426 80 59 2346
internal_count=3121 2899 222 197 174 53 121 100 57 2878 2831 2686 2665 145 99 46 53 46 2643 116 68 48 2527 2502 2480 2449 2426 80 59 2346
is_linear=0
shrinkage=0.1


Tree=3559
num_leaves=31
num_cat=0
split_feature=123 123 120 40 1 1 147 147 16 15 13 34 9 34 16 123 10 1 40 123 15 12 42 45 455 1426 52 39 153 4
split_gain=5.56198e-06 1.02477e-05 6.31552e-06 1.92622e-05 8.08388e-06 2.67782e-05 2.36857e-05 1.90523e-05 1.53831e-05 2.50091e-05 1.80074e-05 9.99018e-06 4.61327e-05 3.53887e-05 1.56157e-05 1.09374e-05 1.38166e-05 1.53228e-05 1.08767e-05 1.85428e-05 1.09685e-05 1.02166e-05 4.32443e-05 1.2368e-05 1.0147e-05 9.79284e-06 9.19249e-06 9.11314e-06 8.74287e-06 9.72991e-06
threshold=0.13162000000000004 0.11410500000000003 1.0000000180025095e-35 -0.24134999999999998 0.13686500000000004 0.13842500000000005 0.099730000000000027 0.093875000000000014 -0.11118499999999999 -0.079929999999999987 -0.13710499999999998 -0.057544999999999992 0.091905000000000014 -0.08330499999999999 -0.0094449999999999968 0.089155000000000012 -0.0093599999999999985 0.13210500000000003 -0.083564999999999987 0.084280000000000008 -0.093244999999999981 -0.010834999999999999 -0.0093649999999999983 0.081955000000000014 0.090605000000000019 -0.094284999999999994 -1.0000000180025095e-35 0.092310000000000017 1.0000000180025095e-35 0.0049200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 11 10 -10 -7 13 15 14 -5 16 -13 18 -18 21 -21 22 26 24 25 -23 -20 -17 29 -27
right_child=-2 -3 -4 4 5 8 -8 -9 9 -11 -12 12 -14 -15 -16 27 17 -19 19 20 -22 23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=9.5721953818740855e-05 -5.2565872920240508e-05 6.8346231703551242e-05 -4.8298425799994558e-05 5.2921524443913119e-05 -0.00013114598972151724 -1.723492588748091e-05 8.6281425944889639e-05 -8.7147419493703647e-05 -0.00012332157974647684 1.5278050310977655e-05 9.3886248068884013e-05 7.8784711133820297e-05 -0.00013571383481030352 0.00015059677454701162 -4.792421371830107e-05 6.6941965360456376e-06 -6.0637441568140839e-05 8.6026282917286853e-05 6.5190516645088803e-05 0.00012023004099319223 1.8971987130656921e-05 6.9409734132932504e-05 -0.00012423985134580909 6.9656220917889951e-05 6.9534943895632758e-05 -3.4250472919889088e-06 -1.6309905139121016e-05 -8.0450999303138818e-05 -6.360594439187976e-05 1.2653753383317917e-05
leaf_weight=21 20 22 27 28 20 35 32 25 23 30 25 23 25 20 34 20 29 21 25 20 23 20 33 26 21 1922 31 30 22 468
leaf_count=21 20 22 27 28 20 35 32 25 23 30 25 23 25 20 34 20 29 21 25 20 23 20 33 26 21 1922 31 30 22 468
internal_value=0 3.39023e-07 -1.46901e-07 2.79079e-07 -3.82188e-07 -2.4489e-05 7.24165e-07 -2.31115e-07 -5.61169e-06 -4.4869e-05 2.90656e-05 5.33724e-07 -4.88585e-07 3.49307e-05 -2.38098e-06 7.4793e-07 1.61121e-06 9.44171e-07 2.67381e-07 9.43842e-07 6.60688e-05 -1.46645e-07 -3.34355e-05 1.04848e-06 3.21286e-07 -2.76365e-07 2.00742e-05 -4.55929e-05 -8.54194e-07 -2.76562e-07
internal_weight=0 3101 3079 3052 3031 133 2898 2866 113 53 60 2841 2759 82 62 2734 2684 2661 2640 2611 43 2568 89 2479 2453 2432 56 50 2412 2390
internal_count=3121 3101 3079 3052 3031 133 2898 2866 113 53 60 2841 2759 82 62 2734 2684 2661 2640 2611 43 2568 89 2479 2453 2432 56 50 2412 2390
is_linear=0
shrinkage=0.1


Tree=3560
num_leaves=31
num_cat=0
split_feature=156 475 1425 52 2 471 1419 1447 132 1203 394 50 1419 1420 1429 1429 151 157 157 157 475 2 15 474 1 120 2 148 447 45
split_gain=5.79039e-06 9.96499e-06 6.67702e-06 8.04295e-06 2.29382e-05 6.90927e-06 7.67884e-06 1.03117e-05 7.39342e-06 0.000162391 9.59511e-05 2.55706e-05 7.36488e-06 2.10988e-05 7.89576e-06 7.97207e-05 3.90396e-05 3.04891e-05 1.14461e-05 2.98101e-05 2.75228e-05 3.18e-05 4.08443e-05 1.10714e-05 9.92606e-06 3.67163e-05 1.42445e-05 1.44376e-05 1.55649e-05 1.38558e-05
threshold=0.3248100000000001 0.13528000000000004 0.10129000000000002 -0.56368999999999991 0.09580000000000001 0.10338500000000002 0.089680000000000024 0.087755000000000014 -0.083284999999999984 0.089165000000000008 0.12358500000000001 0.097510000000000013 0.086505000000000012 -0.084814999999999988 0.083985000000000018 0.083715000000000026 -0.54526999999999981 -0.086079999999999976 -0.081749999999999975 -0.077384999999999995 -0.0070399999999999994 0.10402500000000002 -0.087679999999999994 0.10008000000000002 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 -0.10069499999999999 0.091515000000000013 0.094030000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 11 12 -5 13 -10 15 16 -15 -16 20 -20 -18 22 -22 24 25 26 27 -21 29 -29
right_child=-2 -3 -4 5 -6 -7 -8 -9 10 -11 -12 -13 -14 14 17 -17 18 -19 19 23 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.3186627853040897e-05 -4.9990070882536793e-05 6.902291189319277e-05 -5.7689170826051854e-05 2.7495624907028846e-07 0.00012181905782199465 -5.7499874769529843e-05 4.4143241249026358e-05 -5.6979264394385615e-05 -0.00010252435949951178 0.00026902083988281214 -0.00021954009527689776 -0.00011922671936190454 5.4330284139723519e-05 0.000139958575637138 0.00013446892239915627 -0.0001996456061897334 -0.00010079793914644 5.0066107766778099e-06 9.8687064674748168e-05 7.3252503703029274e-05 0.00013464542868790047 -9.5151638079187263e-05 -2.7163936589110958e-05 -7.4113655791734352e-05 6.4585321888444019e-05 -0.00011597754276374839 8.5355855117086324e-05 1.5351577903753852e-06 -7.1855966246706286e-05 -7.4876742269699067e-05
leaf_weight=24 23 21 20 171 20 21 39 32 20 23 20 20 25 20 21 20 38 136 31 27 26 25 39 20 24 27 20 2114 30 24
leaf_count=24 23 21 20 171 20 21 39 32 20 23 20 20 25 20 21 20 38 136 31 27 26 25 39 20 24 27 20 2114 30 24
internal_value=0 3.71137e-07 -9.74001e-08 2.79386e-07 4.2725e-05 -3.40464e-07 6.07215e-08 -5.21472e-07 9.70314e-08 1.79905e-05 -1.31752e-06 -1.22383e-05 3.06761e-07 -2.00597e-07 5.73996e-07 -8.001e-07 8.13251e-07 2.23232e-05 -3.24952e-07 1.28322e-06 -2.94354e-05 6.95519e-07 3.75598e-05 -3.7656e-08 6.16148e-07 -6.86245e-08 1.34426e-06 5.78779e-07 -3.2629e-07 6.774e-07
internal_weight=0 3098 3077 3057 44 3013 2992 2953 2921 214 2707 191 2687 2662 2642 2485 2465 157 2445 2317 128 90 65 2286 2266 2242 2215 2195 2168 2138
internal_count=3121 3098 3077 3057 44 3013 2992 2953 2921 214 2707 191 2687 2662 2642 2485 2465 157 2445 2317 128 90 65 2286 2266 2242 2215 2195 2168 2138
is_linear=0
shrinkage=0.1


Tree=3561
num_leaves=31
num_cat=0
split_feature=448 0 45 46 16 159 13 16 2 13 2 16 16 160 2 13 133 13 13 1213 33 9 10 34 1 13 43 10 13 160
split_gain=6.01422e-06 1.6638e-05 9.4944e-06 9.00981e-06 6.89777e-06 2.17539e-05 1.12032e-05 3.07507e-05 5.61304e-05 2.40831e-05 3.77191e-05 2.0886e-05 2.27432e-05 1.55958e-05 1.54853e-05 1.48394e-05 3.01721e-05 3.08653e-05 1.55029e-05 1.798e-05 1.21153e-05 1.49117e-05 3.89486e-05 3.11586e-05 7.65474e-05 1.10544e-05 5.58782e-05 2.91385e-05 2.09452e-05 5.44929e-05
threshold=0.068920000000000023 -0.26609999999999995 0.097190000000000012 1.0000000180025095e-35 -0.50690499999999983 0.097495000000000012 -0.13710499999999998 -0.18708499999999997 0.090425000000000019 -0.097224999999999992 0.092235000000000025 -0.08595499999999999 1.0000000180025095e-35 -0.064219999999999985 0.10672500000000001 -0.093219999999999983 -0.14032999999999998 -0.095304999999999987 -0.091559999999999989 -0.08342999999999999 0.085305000000000006 0.092890000000000014 0.053330000000000009 -0.0011599999999999998 0.11146500000000002 -0.089109999999999981 -0.0047449999999999992 -0.0026549999999999994 -0.087934999999999985 -0.016279999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 -6 10 -8 -9 -13 -14 -15 16 -11 -18 19 -17 21 22 23 24 -20 26 -25 -27 29 -29
right_child=-2 2 -4 -5 6 -7 9 11 -10 15 -12 12 13 14 -16 18 17 -19 20 -21 -22 -23 -24 25 -26 27 -28 28 -30 -31
leaf_value=8.7007530038880031e-05 -5.4661127578583552e-05 6.1376143587193547e-06 5.668154604038513e-05 -6.3160089136901024e-05 2.196618588641286e-05 0.00011416302111770382 7.1722259842014566e-06 7.5693260247741524e-05 -0.00016922874056035653 5.3610527734235804e-05 0.00016292118576213558 -8.0968762353892851e-05 -5.7431799117087701e-05 -2.096403101138e-06 0.00011065871154382226 -1.6587388069768037e-05 -1.3008743407345206e-05 -0.00017868736882850169 0.00022815903968876228 0.00010405769809343233 -7.883720300924325e-05 8.1268866522970546e-05 -0.00012086611203375032 -0.00013529040244369148 -3.431502610328607e-05 -8.8663438077059547e-05 7.7394148668948528e-05 -5.436003512631243e-05 -8.4483694679271561e-07 0.00013352033594473095
leaf_weight=22 20 166 29 23 28 21 48 30 34 20 23 38 21 29 21 21 23 22 20 30 20 22 27 30 25 37 21 26 2186 38
leaf_count=22 20 166 29 23 28 21 48 30 34 20 23 38 21 29 21 21 23 22 20 30 20 22 27 30 25 37 21 26 2186 38
internal_value=0 3.52528e-07 -2.66637e-07 -8.08111e-07 -3.34343e-07 1.82688e-05 -1.55927e-06 -2.43173e-05 -8.28826e-05 1.74098e-07 5.76261e-05 1.80543e-06 -1.85307e-05 1.48869e-05 4.52607e-05 -1.41433e-06 -4.85863e-05 -9.40072e-05 -1.89332e-07 5.43803e-05 -1.32434e-06 -6.86903e-07 -1.43505e-06 -8.18627e-08 8.23401e-05 -1.66826e-06 -4.77144e-05 -6.41429e-07 8.06044e-07 5.71939e-05
internal_weight=0 3101 3079 3050 3027 187 2840 201 62 2639 71 139 109 71 50 2568 65 45 2503 51 2452 2432 2410 2383 45 2338 51 2287 2250 64
internal_count=3121 3101 3079 3050 3027 187 2840 201 62 2639 71 139 109 71 50 2568 65 45 2503 51 2452 2432 2410 2383 45 2338 51 2287 2250 64
is_linear=0
shrinkage=0.1


Tree=3562
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 0 12 3 52 42 130 40 12 12 42 1456 153 97 10 0 9 9 41 12 1452 43 0 50 52 160 481
split_gain=5.92805e-06 3.07407e-05 2.29352e-05 5.99746e-06 8.24652e-06 1.39458e-05 1.93847e-05 1.41477e-05 8.09214e-06 5.51637e-06 1.11296e-05 9.51911e-06 9.68193e-06 1.21129e-05 1.10107e-05 1.42705e-05 8.191e-06 1.1848e-05 6.38234e-05 3.76905e-05 2.30244e-05 1.04835e-05 2.42791e-05 9.72339e-06 3.85877e-05 2.5951e-05 1.49541e-05 1.26032e-05 1.2284e-05 4.07769e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.098289999999999975 -0.087084999999999982 0.11418000000000002 -0.080484999999999987 0.087435000000000013 -0.015274999999999999 -0.23123999999999997 -0.24290999999999999 0.13043000000000002 0.11586 0.10369500000000002 0.11510000000000002 1.0000000180025095e-35 -0.086464999999999986 0.0036750000000000007 -0.080119999999999983 0.092890000000000014 0.088235000000000022 0.086565000000000017 0.087075000000000014 0.086765000000000023 -0.083269999999999997 -0.077999999999999986 -0.47248999999999991 0.0031350000000000002 -0.54913999999999985 -0.081539999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 8 6 7 -6 -5 -3 -11 12 14 -14 15 16 -12 20 -19 -20 21 23 -23 26 -25 27 -18 -26 29 -28
right_child=1 9 -4 4 5 -7 -8 -9 -10 10 11 -13 13 -15 -16 -17 17 18 19 -21 -22 22 -24 24 25 -27 28 -29 -30 -31
leaf_value=-4.6618666978507208e-05 0.00012175632880479541 4.9104016374179122e-05 -0.00010212849797594741 7.3069962516975859e-05 1.0040084762295011e-05 -7.7233391275512991e-05 7.146250521351073e-05 -8.9798212800153783e-05 -9.0485324368013865e-06 -7.4402421596460051e-05 -6.1810661074040201e-05 4.6608269440184816e-05 -1.5802636173450287e-06 -0.00010425807180581615 5.3256431955070677e-05 -8.0470661718705242e-05 8.3118943207823178e-05 0.0001828397171100898 -0.0001016836612473492 7.2519213632483084e-05 -9.208556915567628e-05 9.9591716504867443e-05 -2.8273626085074794e-05 6.1188353083707628e-05 2.6258652412382492e-05 -0.00016759398804424566 0.00015300719903528015 -7.4076307036222957e-05 -8.4453395181060687e-07 -1.9798745466283032e-05
leaf_weight=28 21 23 27 28 40 25 31 22 21 20 21 44 27 20 39 22 22 22 27 23 27 33 27 32 21 20 22 31 2319 36
leaf_count=28 21 23 27 28 40 25 31 22 21 20 21 44 27 20 39 22 22 22 27 23 27 33 27 32 21 20 22 31 2319 36
internal_value=0 1.20605e-06 -1.57491e-05 -3.78891e-06 3.39213e-06 -1.09276e-05 6.89656e-06 -2.53864e-05 3.78763e-05 3.26423e-07 -6.65309e-08 4.57885e-07 -2.69674e-07 -4.52729e-05 5.01154e-07 -2.59458e-07 3.98256e-07 8.8901e-07 4.09022e-05 -2.15503e-05 -2.23325e-07 7.44401e-07 4.20523e-05 -2.45801e-07 -3.01806e-05 -7.07891e-05 1.05192e-06 -3.35564e-05 2.92356e-07 4.57483e-05
internal_weight=0 2899 222 195 167 118 93 62 49 2878 2855 2835 2791 47 2744 2705 2683 2662 72 50 2590 2563 60 2503 104 72 2399 52 2377 58
internal_count=3121 2899 222 195 167 118 93 62 49 2878 2855 2835 2791 47 2744 2705 2683 2662 72 50 2590 2563 60 2503 104 72 2399 52 2377 58
is_linear=0
shrinkage=0.1


Tree=3563
num_leaves=31
num_cat=0
split_feature=1453 1455 1455 483 42 160 0 13 1456 160 1372 1375 52 133 133 1447 481 1447 481 1446 12 1456 49 133 481 133 484 48 52 42
split_gain=5.51411e-06 6.64956e-06 1.42875e-05 7.19779e-06 3.88911e-05 2.97858e-05 4.78048e-05 2.3887e-05 9.62053e-06 9.11983e-06 4.20957e-05 3.63033e-05 2.30441e-05 2.08437e-05 2.22236e-05 2.523e-05 4.88247e-05 1.43677e-05 0.000110907 2.94243e-05 0.000104879 3.24073e-05 1.38787e-05 3.25989e-05 2.52655e-05 2.46223e-05 2.27348e-05 3.22046e-05 2.09805e-05 3.18058e-05
threshold=-0.15520499999999995 -0.24112999999999998 -0.097209999999999977 0.10143000000000001 0.22070000000000004 -0.063384999999999983 -0.070154999999999981 -0.076599999999999988 0.12034500000000002 -0.085764999999999994 -0.065504999999999994 -0.085004999999999983 -0.085984999999999992 0.099660000000000012 0.089595000000000022 0.022105000000000003 -0.085629999999999984 -0.086279999999999982 -0.086219999999999977 0.083715000000000026 0.085355000000000014 0.090820000000000026 0.08610000000000001 0.085265000000000021 -0.078354999999999994 0.087435000000000013 -1.0000000180025095e-35 0.088825000000000015 0.41423000000000004 0.089245000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 8 6 7 -5 9 11 -11 -4 -13 14 15 16 -14 18 -12 21 -21 -19 24 -24 -18 26 -26 28 29 -28
right_child=1 2 3 5 -6 -7 -8 -9 -10 10 17 12 13 -15 -16 -17 22 19 -20 20 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-5.2339145477162673e-05 4.4987020015524294e-05 -8.2343685408843513e-05 0.00014550072405654648 -6.4403791896582244e-05 0.0001369973250499849 6.4224594010236859e-05 -0.00018435229629262939 5.4962925508637752e-05 -5.8994270862226756e-05 -0.00012807598644100766 -0.00022854257294966374 -8.0040398443413462e-05 0.00016094890977357232 -5.6081537154685255e-05 0.00010328560469739994 -9.2663285405641168e-05 -0.00010826280733454042 1.5693603475178225e-07 9.682822629573904e-05 0.00024482782762127249 -2.3617769242856562e-05 -0.0001246467466920703 -3.2912706723063588e-06 0.00014681575792011524 0.00012083553368029243 -9.1774066624400976e-05 2.1144136439497564e-05 -8.4493103866172477e-05 -4.4055118996766397e-05 0.00014909189988732881
leaf_weight=20 33 21 20 38 21 29 21 30 27 26 20 28 23 39 30 21 20 2252 22 22 43 21 39 23 20 22 102 31 33 24
leaf_count=20 33 21 20 38 21 29 21 30 27 26 20 28 23 39 30 21 20 2252 22 22 43 21 39 23 20 22 102 31 33 24
internal_value=0 3.37565e-07 -1.42693e-07 4.23838e-07 1.39938e-06 -2.3791e-05 -5.24703e-05 -1.1742e-05 4.20163e-07 9.7698e-07 -1.52291e-06 1.36396e-05 7.84348e-06 1.36064e-05 2.06111e-05 1.3683e-05 2.031e-05 -1.40397e-07 -5.81102e-05 9.00978e-07 6.72407e-05 -9.96112e-07 1.00084e-05 5.23936e-05 -4.19732e-07 8.87708e-06 1.94215e-05 8.74633e-06 2.69251e-05 4.55151e-05
internal_weight=0 3101 3068 3047 2929 118 89 68 2908 2881 2406 475 455 427 388 358 337 2380 42 2338 65 2273 314 62 252 232 210 190 159 126
internal_count=3121 3101 3068 3047 2929 118 89 68 2908 2881 2406 475 455 427 388 358 337 2380 42 2338 65 2273 314 62 252 232 210 190 159 126
is_linear=0
shrinkage=0.1


Tree=3564
num_leaves=31
num_cat=0
split_feature=130 12 50 132 1211 50 4 0 16 133 393 13 3 12 2 15 14 160 0 401 133 0 133 16 50 1208 12 1 403 1209
split_gain=6.3716e-06 1.46535e-05 6.28673e-06 0.000162037 0.000136476 1.35654e-05 1.34293e-05 1.61076e-05 2.3545e-05 1.26747e-05 1.2548e-05 1.23257e-05 2.07885e-05 1.75619e-05 3.05331e-05 2.61363e-05 1.69292e-05 3.25071e-05 9.67618e-06 9.33872e-06 2.78058e-05 2.2249e-05 1.46761e-05 4.79193e-05 1.42779e-05 7.58421e-05 6.91173e-05 2.32261e-05 1.64075e-05 2.04327e-05
threshold=-0.23647499999999996 0.23631000000000002 0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.094500000000000015 -0.075889999999999999 -0.067624999999999977 -0.081299999999999983 -0.054584999999999995 0.11170000000000001 -0.080344999999999986 -0.077564999999999981 0.088725000000000012 0.085785000000000014 -0.011859999999999997 -0.31455999999999995 -1.0000000180025095e-35 -0.08095999999999999 -0.078179999999999986 0.51114000000000004 -0.071719999999999992 0.40945500000000007 -0.078844999999999985 0.089465000000000017 0.098655000000000007 0.090345000000000023 0.08776500000000001 -0.5335399999999999 -0.089214999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 6 10 7 8 -5 -8 19 12 13 14 -11 -16 -13 18 -18 21 22 -2 24 -24 25 28 27 -26 -21 -30
right_child=1 -3 3 4 -6 -7 9 -9 -10 11 -12 16 -14 -15 15 -17 17 -19 -20 20 -22 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=-5.6261744430230467e-05 -9.4111442293167884e-06 8.1685748062392861e-05 0.00027532396273851522 1.0266815150736456e-05 -0.00025158636465979123 -6.3840534130577006e-05 -7.0220752210540616e-05 -3.7801071574081327e-06 0.00014242101393132804 0.00012258487726145317 -6.2447851274610556e-05 5.6850583000182682e-05 0.00010953882125856279 -5.2121542290218974e-05 6.5025667442699032e-05 -6.5441029601194772e-05 3.4496678051041004e-05 -0.00013406700220982133 -5.3161900318627886e-05 6.8094761381336656e-05 -9.8673824084408849e-05 0.00011583558288807779 -4.6379434318693644e-05 0.00014215315163060692 3.2960693087344139e-05 -0.00018334250456499159 0.00016489035219170289 -0.00011593646864639595 -8.6787867629465975e-05 -8.4480432827895206e-07
leaf_weight=20 37 22 22 26 21 35 24 42 28 26 33 22 24 35 28 34 34 26 20 34 29 23 26 28 22 23 28 20 28 2301
leaf_count=20 37 22 22 26 21 35 24 42 28 26 33 22 24 35 28 34 34 26 20 34 29 23 26 28 22 23 28 20 28 2301
internal_value=0 3.62853e-07 -2.18214e-07 1.12784e-05 -3.61647e-06 -1.99422e-06 1.04956e-05 4.26663e-05 7.87912e-05 -8.17106e-07 -1.1718e-06 5.8724e-06 2.44055e-05 7.79412e-06 3.16242e-05 -6.52059e-06 -2.08371e-05 -4.22012e-05 2.03054e-06 -3.93762e-07 -1.31524e-06 3.86001e-05 -1.90379e-07 5.13782e-05 -1.32422e-06 -2.63018e-06 4.31905e-05 -3.79427e-05 -8.71237e-07 -1.87804e-06
internal_weight=0 3101 3079 412 390 2667 369 96 54 273 2632 249 147 123 88 62 102 80 54 2599 2539 60 2510 54 2456 2386 70 42 2363 2329
internal_count=3121 3101 3079 412 390 2667 369 96 54 273 2632 249 147 123 88 62 102 80 54 2599 2539 60 2510 54 2456 2386 70 42 2363 2329
is_linear=0
shrinkage=0.1


Tree=3565
num_leaves=31
num_cat=0
split_feature=1211 50 132 50 393 15 402 16 1210 1210 1208 1210 42 1210 1212 43 52 1212 15 42 402 402 391 129 128 12 13 132 51 4
split_gain=7.29287e-06 4.91299e-05 1.05638e-05 3.93983e-05 1.76463e-05 1.25496e-05 8.44799e-06 1.89131e-05 1.28289e-05 8.24853e-06 8.83523e-06 1.04319e-05 4.47765e-05 1.77271e-05 1.01745e-05 3.38803e-05 2.50843e-05 2.37128e-05 3.5232e-05 1.7098e-05 1.41623e-05 1.24316e-05 1.88463e-05 1.27096e-05 1.03108e-05 2.44015e-05 2.41249e-05 2.04842e-05 1.68261e-05 3.11138e-05
threshold=0.11048500000000001 0.096900000000000014 -0.083284999999999984 0.09227500000000001 0.12069000000000002 0.092400000000000024 -0.45454999999999995 -0.07550999999999998 0.15724500000000002 0.0028200000000000005 0.098655000000000007 -0.13847499999999999 0.094935000000000005 -0.090569999999999998 -0.088629999999999987 -0.0047449999999999992 0.086275000000000004 -1.0000000180025095e-35 0.085730000000000015 0.085935000000000025 0.11174500000000002 0.10668000000000001 -0.087114999999999984 -0.04689999999999999 0.079650000000000012 0.23631000000000002 -0.017449999999999997 0.13156000000000004 -0.013119999999999998 -0.085964999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 6 -1 7 -4 9 10 11 12 -8 -13 15 19 -17 18 -16 -15 21 22 -19 -24 25 27 -26 -25 -28 -30
right_child=1 -3 4 -5 -6 -7 8 -9 -10 -11 -12 13 -14 14 17 16 -18 20 -20 -21 -22 -23 23 24 26 -27 28 -29 29 -31
leaf_value=3.8669028656317315e-06 -1.7943157963908546e-05 0.00015715352742104601 -1.9907227798891351e-05 -0.00013278406908544379 9.2163782738637014e-05 -7.6538073327273281e-05 -3.7196664332576032e-05 0.00010699254179717568 -6.3511926487080925e-05 4.8409061276808128e-05 -5.8463220977081129e-05 -9.451025005546398e-05 0.00016021686911699362 -4.0653057693326935e-05 -3.6058222331121218e-05 8.7994302975857874e-05 -5.1327288641308166e-05 -9.6537563422316452e-05 0.00013313408281874218 -0.00016363743841793621 -5.9961170778385564e-05 7.9297972042695626e-05 7.8394543102365877e-05 4.5333212412368769e-07 0.00010748647026926408 -0.0001114452283945866 6.8465895049030229e-05 -0.0001012183901912067 5.3217811249564164e-05 -6.5350105669838158e-05
leaf_weight=165 59 22 24 28 21 22 27 23 32 35 26 20 20 26 20 28 24 20 32 20 39 20 21 2155 29 20 32 20 38 53
leaf_count=165 59 22 24 28 21 22 27 23 32 35 26 20 20 26 20 28 24 20 32 20 39 20 21 2155 29 20 32 20 38 53
internal_value=0 2.9614e-05 -7.89065e-07 -2.2157e-05 8.37167e-07 -5.59251e-06 1.53194e-07 4.21927e-05 -5.63474e-07 1.75737e-07 -4.51834e-07 1.14343e-07 4.68091e-05 -7.24271e-07 -2.00721e-09 -3.16096e-05 2.3692e-05 1.23751e-06 6.80601e-05 -9.41245e-05 -1.82508e-07 7.85668e-07 1.28111e-07 9.44544e-07 2.51553e-07 -1.49264e-06 2.54391e-05 -4.8158e-07 6.09455e-06 -1.58382e-05
internal_weight=0 81 3040 215 2825 187 2804 47 2757 2725 2690 2664 47 2617 2597 98 52 2499 52 46 2447 2408 2388 2368 2347 2195 152 2175 123 91
internal_count=3121 81 3040 215 2825 187 2804 47 2757 2725 2690 2664 47 2617 2597 98 52 2499 52 46 2447 2408 2388 2368 2347 2195 152 2175 123 91
is_linear=0
shrinkage=0.1


Tree=3566
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 3 1209 1211 1211 1185 1186 401 402 1210 401 401 402 3 1212 1212 1210 43 1211 481 403 12 4 480 402 1213 1213 0
split_gain=6.33507e-06 1.32384e-05 1.04713e-05 5.22842e-05 9.00841e-06 5.65112e-06 1.30777e-05 7.64031e-06 1.02092e-05 7.07419e-06 2.41424e-05 9.31143e-06 8.42868e-06 1.36286e-05 8.96357e-06 2.26263e-05 1.55855e-05 7.99204e-06 5.08562e-05 2.24351e-05 1.13645e-05 7.55096e-06 5.66087e-05 4.10485e-05 7.10748e-05 1.76496e-05 8.89844e-06 1.30122e-05 1.87901e-05 1.15718e-05
threshold=0.11846000000000001 0.10683000000000002 -0.087714999999999987 -0.082334999999999978 -0.074484999999999982 0.11716500000000001 0.12711000000000003 -0.10973499999999999 -0.092084999999999986 -0.46360499999999999 -0.45454999999999995 0.094410000000000008 0.13571500000000003 0.11602000000000001 0.11462500000000002 -0.082484999999999989 0.11473500000000002 -0.089079999999999979 -0.097479999999999983 -0.00088499999999999983 0.097205000000000014 -0.087424999999999989 -0.52641999999999989 0.090840000000000018 -0.050494999999999991 -1.0000000180025095e-35 0.10607000000000001 -0.092319999999999985 -0.086394999999999986 -0.08317999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 -6 -9 -10 -11 12 13 14 16 -16 17 19 -19 -12 21 23 -23 24 -20 -26 27 -24 -29 -28
right_child=-2 -3 4 -5 5 6 -8 8 9 10 11 -13 -14 -15 15 -17 -18 18 20 -21 -22 22 26 -25 25 -27 29 28 -30 -31
leaf_value=0.00016528753739770592 4.9155565424231246e-05 -7.5997690003967602e-05 -4.8340186778006732e-05 -4.3447231389239155e-05 -6.2130727637850218e-05 8.6600284426670751e-05 -1.5766240092209326e-05 5.8925533436383291e-05 -5.2631136818840442e-05 8.6138729056983723e-05 -2.6333453528283061e-05 -6.6014292679028591e-05 6.0951404866087114e-05 -6.3196947687954108e-05 -2.4790629632426083e-05 0.00010467057557737766 -8.3174475888802635e-05 -0.00016011787492971053 -0.00020631540789584811 0.00010634257566562156 7.1524129419809804e-05 0.00015325137025380781 5.9367982141919932e-05 8.5428277877023606e-05 7.6000437693437569e-05 -4.6109646854316017e-05 -0.00010164391715079547 -7.0960953886050875e-05 -7.4087240034596826e-08 5.9285950555931778e-06
leaf_weight=21 26 23 39 28 20 24 26 29 26 32 26 22 22 35 27 27 23 20 24 25 22 24 36 24 20 29 20 38 2343 20
leaf_count=21 26 23 39 28 20 24 26 29 26 32 26 22 22 35 27 27 23 20 24 25 22 24 36 24 20 29 20 38 2343 20
internal_value=0 -4.12928e-07 1.52974e-07 4.60105e-05 -5.90334e-07 3.3742e-08 3.33697e-05 -5.34355e-07 -1.11594e-07 -7.05034e-07 -2.32814e-07 -1.21049e-06 -7.02224e-07 -1.1896e-06 -3.99846e-07 3.994e-05 -1.20844e-06 -5.02629e-07 -1.26581e-06 3.87038e-05 -4.38693e-08 -6.54612e-07 4.15506e-07 -2.80254e-05 -6.53252e-05 3.7312e-06 -1.0774e-06 -3.03209e-07 -1.20542e-06 -4.78577e-05
internal_weight=0 3095 3072 49 3023 2984 50 2934 2914 2885 2859 2827 2805 2783 2748 54 2694 2671 2620 51 2600 2578 2481 97 73 49 2457 2417 2381 40
internal_count=3121 3095 3072 49 3023 2984 50 2934 2914 2885 2859 2827 2805 2783 2748 54 2694 2671 2620 51 2600 2578 2481 97 73 49 2457 2417 2381 40
is_linear=0
shrinkage=0.1


Tree=3567
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 1204 13 49 2 42 1204 128 128 2 128 0 12 15 394 390 400 129 43 130 12 0 43 52 42 16 16
split_gain=5.6849e-06 0.000162648 9.88942e-05 1.77551e-05 6.89825e-06 6.44155e-06 1.21186e-05 7.62324e-06 2.89723e-05 1.20261e-05 6.38385e-06 1.59395e-05 1.1782e-05 2.36482e-05 1.28455e-05 1.46654e-05 1.75527e-05 1.12596e-05 2.40204e-05 1.03391e-05 1.17851e-05 4.62453e-05 7.45789e-06 1.01134e-05 1.52496e-05 8.6718e-06 2.38827e-05 5.46716e-05 1.23713e-05 2.20443e-05
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.087075000000000014 -0.081664999999999988 -0.051094999999999995 0.10084500000000002 0.089320000000000024 -0.058859999999999989 -0.0030749999999999996 0.090375000000000025 0.086950000000000013 0.10005000000000001 0.096925000000000011 -0.086284999999999987 0.088845000000000021 0.088495000000000018 -0.12099999999999998 0.090205000000000007 -0.39724499999999996 0.093925000000000008 -0.03898999999999999 -0.22699999999999995 0.13043000000000002 -0.050064999999999991 0.084740000000000024 0.084735000000000019 0.081660000000000024 -0.105305 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -4 -1 7 9 -9 -7 11 17 13 -12 -15 -16 -17 -6 19 -19 22 -22 -21 25 -25 -24 28 -28 29 -27
right_child=2 -3 4 -5 10 6 -8 8 -10 -11 12 -13 -14 14 15 16 -18 18 -20 20 21 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=4.6239263629862158e-05 -0.00021238586367954587 0.00027342011076556943 3.8033322180316043e-05 -9.2008037143386908e-05 7.4973356859118213e-05 2.0347147395558178e-05 -7.9980610263148612e-05 0.00011714012821771163 -4.3377326674880867e-05 -5.6336513098824819e-05 -0.00012018194449774456 8.7687561366086214e-05 4.1817463599727492e-05 -6.1275041188116921e-05 8.3911524208295834e-05 -8.2705979245171579e-05 4.8193836410064253e-05 -6.7755448848898103e-05 -0.00010686647909183411 -5.9275482601064841e-05 -1.9121252655981825e-05 0.00016874166794877965 1.1643335038662446e-06 0.00010508573142705364 8.4431188345964383e-07 -8.1750802218309775e-06 1.0751138625923416e-05 -0.00019830140260058794 -3.3882846907431492e-05 0.00011938206182094291
leaf_weight=24 22 22 48 25 20 43 21 22 23 39 25 21 25 33 21 21 20 22 21 21 38 20 2302 23 36 42 29 22 50 20
leaf_count=24 22 22 48 25 20 43 21 22 23 39 25 21 25 33 21 21 20 22 21 21 38 20 2302 23 36 42 29 22 50 20
internal_value=0 1.55361e-05 -1.17243e-06 -1.32632e-05 4.41005e-07 -1.81769e-06 -9.61071e-06 2.02526e-06 3.50979e-05 -1.61243e-05 -1.96153e-07 9.0677e-07 -2.06344e-05 -3.36453e-05 -1.08725e-05 1.59547e-05 -1.88524e-05 2.232e-07 -3.41805e-07 5.10393e-07 1.08736e-06 4.56591e-05 7.15817e-08 5.65357e-07 4.14808e-05 -4.13958e-07 -2.27037e-05 -7.94284e-05 3.1263e-06 3.29724e-05
internal_weight=0 219 2902 197 2880 172 148 127 45 82 2832 2687 145 120 95 62 41 2666 2646 2625 2603 58 2545 2524 59 2465 163 51 112 62
internal_count=3121 219 2902 197 2880 172 148 127 45 82 2832 2687 145 120 95 62 41 2666 2646 2625 2603 58 2545 2524 59 2465 163 51 112 62
is_linear=0
shrinkage=0.1


Tree=3568
num_leaves=31
num_cat=0
split_feature=12 130 130 394 43 147 148 447 147 16 147 0 148 1452 1452 1453 1420 157 474 2 474 15 15 0 12 160 15 0 12 0
split_gain=5.51096e-06 1.52423e-05 5.62873e-06 7.98961e-06 1.79442e-05 5.47799e-06 7.42817e-06 1.61342e-05 8.65073e-06 8.40997e-06 7.6251e-06 7.77499e-06 1.06997e-05 6.11534e-06 7.85567e-06 7.90131e-06 8.91009e-06 1.6093e-05 9.6948e-06 2.19016e-05 9.00132e-06 7.9076e-06 3.52898e-05 3.10884e-05 4.51979e-05 4.25725e-05 0.000124004 0.000157801 4.17209e-05 3.44787e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.14628999999999995 0.013605000000000001 -0.010344999999999998 -1.0000000180025095e-35 -0.10069499999999999 0.094580000000000011 0.092070000000000013 -0.016164999999999995 0.090115000000000015 -0.24955499999999997 -0.081219999999999987 0.11609000000000001 0.096800000000000011 0.087225000000000011 0.056520000000000008 0.63397500000000007 -0.090834999999999985 0.086950000000000013 -0.072334999999999983 -0.074054999999999996 -0.077844999999999984 -0.08824499999999999 0.089300000000000004 -1.0000000180025095e-35 0.083195000000000005 -0.14723999999999998 0.10016000000000001 -0.087414999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -7 8 10 -10 11 -8 -13 14 15 16 17 18 19 -14 -20 22 -22 24 25 -23 27 -27 -26 -25
right_child=-2 2 3 4 -6 6 7 -9 9 -11 -12 12 13 -15 -16 -17 -18 -19 20 -21 21 23 -24 29 28 26 -28 -29 -30 -31
leaf_value=7.5169234737081252e-05 -4.8768983066585626e-05 -4.9579975814634487e-05 -5.2689920412376527e-05 -1.8931958005520178e-05 0.00011194401864486281 5.0184717086518385e-05 5.3272908742117039e-05 -7.4895756250921769e-05 1.4741010090801867e-06 9.208168274199124e-05 -5.9233741591345861e-05 5.5116821621435091e-05 3.9151781238615512e-05 4.2145321423703311e-05 -5.2715944336796382e-05 5.4696707724360757e-05 -6.6665197892862551e-05 8.8094567436201041e-05 6.4128847970139412e-05 -9.2728668524239978e-05 1.5574311054694265e-06 -9.4405246775415049e-06 9.6384135838711594e-05 9.8009627867473429e-05 8.255007302674737e-05 -4.5758267342101871e-05 -1.3971781782888213e-05 -0.00043342668380189157 -7.4734201007231604e-05 -2.5137177106063064e-06
leaf_weight=27 23 23 20 22 20 29 27 29 21 20 22 34 20 32 30 25 21 20 21 34 917 76 41 35 48 21 58 21 26 1358
leaf_count=27 23 23 20 22 20 29 27 29 21 20 22 34 20 32 30 25 21 20 21 34 917 76 41 35 48 21 58 21 26 1358
internal_value=0 3.62061e-07 -2.95638e-07 7.6258e-08 4.33899e-05 -5.28923e-07 -1.79553e-07 -6.73487e-07 6.16379e-08 4.56729e-05 -5.86115e-07 -1.35767e-07 -6.43883e-07 -1.32001e-06 -1.82178e-06 -1.26495e-06 -1.77987e-06 -1.27446e-06 -1.94239e-06 -4.38841e-05 -1.0786e-06 -1.60507e-06 5.61578e-06 -5.8154e-06 -3.82857e-05 -6.58564e-05 -0.000108732 -0.000239592 2.7288e-05 1.19945e-08
internal_weight=0 3098 3071 3048 42 3006 2986 2957 2928 41 2887 2865 2838 2804 2772 2742 2717 2696 2676 54 2622 2601 958 1643 250 176 100 42 74 1393
internal_count=3121 3098 3071 3048 42 3006 2986 2957 2928 41 2887 2865 2838 2804 2772 2742 2717 2696 2676 54 2622 2601 958 1643 250 176 100 42 74 1393
is_linear=0
shrinkage=0.1


Tree=3569
num_leaves=31
num_cat=0
split_feature=130 12 448 447 148 132 1185 1203 131 131 10 0 12 9 131 43 131 131 1 128 3 0 12 3 3 160 160 159 1452 482
split_gain=5.94134e-06 1.44897e-05 5.72915e-06 1.60031e-05 5.82487e-06 5.56109e-06 3.22413e-05 1.78693e-05 5.98824e-06 1.96664e-05 1.6848e-05 5.24943e-05 3.92928e-05 1.5168e-05 1.34258e-05 8.52005e-05 4.0905e-05 1.2018e-05 2.50792e-05 1.93171e-05 4.8288e-05 1.51905e-05 1.79654e-05 1.48958e-05 3.79083e-05 1.18894e-05 5.24908e-05 4.51693e-05 1.11624e-05 1.37361e-05
threshold=-0.23647499999999996 0.23631000000000002 0.068920000000000023 0.094005000000000019 -0.095079999999999984 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.092320000000000013 0.091440000000000007 0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.088235000000000022 0.089415000000000008 -0.082389999999999977 0.088495000000000004 0.099565000000000015 0.11751000000000002 0.088865000000000013 -0.091354999999999978 -0.082284999999999983 0.094070000000000015 -0.082284999999999983 -0.076669999999999988 -0.55248999999999981 -0.54512499999999997 -0.025879999999999997 -0.073879999999999987 0.11562500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -6 9 10 13 -12 -13 14 16 -16 25 18 21 20 -19 -10 -23 -22 -25 27 -27 -8 -28 -30
right_child=1 -3 -4 -5 5 6 8 -9 17 -11 11 12 -14 -15 15 -17 -18 19 -20 -21 23 22 -24 24 -26 26 28 -29 29 -31
leaf_value=-5.4328930564224716e-05 -5.3105650017858435e-05 8.1217692298774966e-05 -5.3575011625071058e-05 7.0468066734008514e-05 -5.1412395772879403e-06 0.00012439513791053156 -0.00015958517959093334 -9.3397609732794365e-05 0.00013267011591569129 -9.5764721680263224e-05 0.00018429692987410819 7.8725495450271415e-05 -0.00010629431886958298 -7.2834270734650397e-05 7.0923981798716408e-05 -0.00017363330093108484 0.00011793323546639998 -0.00014070437144255265 -4.4738801938365219e-05 8.2269356946198979e-05 4.3396783461113438e-05 -1.6190443232146748e-05 0.00010713352655459727 -0.00013964953071990749 1.5743724650572605e-05 0.00014972294580808883 -7.3012085935757071e-05 4.1237392603458531e-05 -2.3339331512365808e-06 6.8165942502673721e-05
leaf_weight=20 21 22 20 32 195 21 21 26 26 22 20 24 22 30 29 28 29 25 25 25 70 27 21 20 73 23 22 24 2130 28
leaf_count=20 21 22 20 32 195 21 21 26 26 22 20 24 22 30 29 28 29 25 25 25 70 27 21 20 73 23 22 24 2130 28
internal_value=0 3.50394e-07 -2.27417e-07 1.21374e-07 -6.22298e-07 -2.55647e-07 9.5598e-07 -1.55243e-05 1.81279e-08 -1.64221e-06 -7.90077e-07 4.90436e-05 -9.76224e-06 -2.18137e-06 -1.27324e-06 -4.92094e-05 -7.32529e-08 1.30667e-05 4.18547e-05 -3.13611e-07 -1.12954e-05 7.11093e-05 3.77638e-05 8.55261e-06 -1.76742e-05 -1.59558e-06 -5.56182e-07 -5.24798e-05 -2.1417e-06 -1.4192e-06
internal_weight=0 3101 3079 3059 3027 3006 2785 221 2764 2452 2430 66 46 2364 2334 57 2277 312 99 213 188 74 48 163 93 2248 2203 45 2180 2158
internal_count=3121 3101 3079 3059 3027 3006 2785 221 2764 2452 2430 66 46 2364 2334 57 2277 312 99 213 188 74 48 163 93 2248 2203 45 2180 2158
is_linear=0
shrinkage=0.1


Tree=3570
num_leaves=31
num_cat=0
split_feature=12 130 132 1203 1185 50 1204 1208 402 1209 1209 403 0 1209 401 0 133 15 403 43 1210 403 403 1211 2 2 3 3 403 13
split_gain=6.12746e-06 1.37747e-05 5.9449e-06 0.000164148 9.17462e-05 2.80114e-05 5.70738e-06 5.88504e-06 4.89299e-05 2.20934e-05 1.31697e-05 9.79674e-06 7.23594e-05 1.22805e-05 7.96526e-06 4.49577e-05 2.52206e-05 1.96012e-05 8.146e-06 1.11211e-05 6.55926e-06 6.90379e-06 3.21064e-05 1.84646e-05 1.49298e-05 1.22948e-05 1.54544e-05 1.48298e-05 3.48682e-05 2.60799e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.083284999999999984 0.089165000000000008 -0.014244999999999999 0.10022000000000002 -0.081664999999999988 0.10233500000000001 -0.087759999999999991 -0.097919999999999993 -0.087714999999999987 -0.52800499999999995 -0.086234999999999992 -0.069599999999999981 -1.0000000180025095e-35 -0.072594999999999979 0.50628500000000021 0.095175000000000023 -0.22642499999999996 -0.03898999999999999 -0.094799999999999982 0.059220000000000009 0.0033700000000000002 0.10326000000000002 0.12043500000000001 0.096540000000000015 -0.070099999999999982 -0.091054999999999983 0.097240000000000007 0.06370000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 -6 9 -9 -8 -11 12 -12 -13 15 17 18 -15 19 -16 -20 22 23 -22 25 27 -27 29 -29 -23
right_child=-2 2 4 -5 6 -7 7 8 -10 10 11 13 -14 14 16 -17 -18 -19 20 -21 21 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=7.1496328099682508e-05 -5.1424521861127175e-05 -1.2793549532571805e-06 -0.00019615705245996652 0.00026836581803407804 3.5126040994209291e-05 -0.00012616825242730556 -0.00010577601788099856 -4.332468223375535e-05 0.00014443545745883096 7.0543024986154007e-05 8.7879266822710645e-05 7.7995629626457228e-05 -0.00013623219413549283 -3.081252575961676e-05 -3.8946897609893119e-06 -0.00012372102000313134 9.1468858590815224e-05 9.5920102751773334e-05 4.244133552775667e-05 -9.8396538014640107e-05 -1.8570351672868921e-06 -0.0001051171065158157 -0.00010512645569785189 9.4684959331061696e-05 -6.7804777781930173e-05 0.00012904207360355197 7.5845047831535341e-06 0.00012258519709575921 1.4808182772510777e-06 3.0690195720331583e-05
leaf_weight=27 23 176 24 23 46 20 20 35 23 26 25 20 34 26 33 32 30 23 36 20 2097 26 30 20 20 22 20 31 102 31
leaf_count=27 23 176 24 23 46 20 20 35 23 26 25 20 34 26 33 32 30 23 36 20 2097 26 30 20 20 22 20 31 102 31
internal_value=0 3.81789e-07 -2.43445e-07 1.56342e-05 -1.46266e-06 -1.40231e-05 1.89628e-07 -3.88041e-07 3.11319e-05 -1.05917e-06 -2.84638e-07 -9.72285e-07 -4.12697e-05 -6.44774e-08 -6.65171e-07 -3.15313e-05 3.27743e-07 2.86742e-05 -7.71225e-07 -3.95558e-05 7.29556e-08 -5.62835e-07 -2.4007e-06 -9.44971e-07 1.50955e-05 2.2242e-05 7.12051e-05 1.14186e-05 2.97082e-05 -3.1257e-05
internal_weight=0 3098 3071 219 2852 196 2828 2782 58 2724 2704 2678 59 2619 2599 81 2518 49 2488 53 2435 2399 2147 2117 252 232 42 190 133 57
internal_count=3121 3098 3071 219 2852 196 2828 2782 58 2724 2704 2678 59 2619 2599 81 2518 49 2488 53 2435 2399 2147 2117 252 232 42 190 133 57
is_linear=0
shrinkage=0.1


Tree=3571
num_leaves=31
num_cat=0
split_feature=130 12 132 1185 1203 1429 156 1425 11 129 11 1 14 14 9 33 9 3 13 41 52 483 13 12 483 42 160 12 52 484
split_gain=6.18484e-06 1.34393e-05 5.17918e-06 3.60985e-05 2.16168e-05 5.34818e-06 1.99722e-05 7.28274e-06 5.44743e-06 1.50644e-05 1.47837e-05 2.72388e-05 1.57145e-05 1.2852e-05 2.70361e-05 3.06206e-05 1.25277e-05 9.35878e-06 1.40208e-05 1.18516e-05 8.65238e-06 7.5237e-06 3.70709e-05 5.2483e-05 1.49882e-05 1.42826e-05 1.02689e-05 3.15279e-05 6.64702e-05 1.17854e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 0.085135000000000016 0.081365000000000007 0.088340000000000016 0.078745000000000009 0.078235000000000013 0.092890000000000014 -0.009184999999999997 0.081890000000000004 -0.24190499999999995 0.086705000000000018 0.082095000000000015 -0.56368999999999991 -0.095689999999999983 -0.083894999999999983 0.089300000000000004 -0.088629999999999987 0.094010000000000024 0.10908000000000002 0.089150000000000021 -0.080114999999999978 -0.093244999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -5 7 8 13 10 12 -12 -10 14 15 -7 20 -13 19 -19 -17 22 -22 -24 -23 -25 29 28 -28 -26
right_child=1 -3 3 5 -6 6 -8 -9 9 -11 11 17 -14 -15 -16 16 -18 18 -20 -21 21 24 23 25 26 -27 27 -29 -30 -31
leaf_value=-5.5431074542866554e-05 -3.3006878630914848e-06 7.8238375301576863e-05 0.00013157133265243222 -5.1551926117099359e-05 -9.8772102393451393e-05 -0.00011144182551652194 9.9917981715407235e-05 -5.5218400878705637e-05 1.1317914709252365e-05 9.8297653476038253e-05 -0.0001086041215548524 -4.254538519307971e-05 0.00011988076959823957 -5.8861422552294442e-05 0.00010117725502753344 5.5411474184236597e-05 7.4912292190922679e-05 -6.4559676720818965e-05 8.0814173998078331e-05 4.0695586330516761e-05 0.0001398357315172854 -8.6728127678811914e-05 -0.00012554893229389563 0.00010332504126171654 4.7889723757588382e-05 -7.5556831732336873e-06 -0.00020519545279663968 4.7961400403957153e-05 2.3528235733802259e-05 -1.698893961514489e-06
leaf_weight=20 195 22 21 20 27 25 20 24 40 20 24 25 20 38 26 27 22 20 30 23 22 21 25 26 49 21 24 28 27 2189
leaf_count=20 195 22 21 20 27 25 20 24 40 20 24 25 20 38 26 27 22 20 30 23 22 21 25 26 49 21 24 28 27 2189
internal_value=0 3.57496e-07 -1.98977e-07 9.44288e-07 -1.49121e-05 -2.29787e-08 3.42994e-07 -3.69273e-07 1.05611e-07 1.59177e-05 6.86499e-06 -1.31222e-05 4.75055e-05 -1.13721e-06 -2.7089e-07 -1.32343e-06 -2.13808e-07 1.02612e-05 2.83456e-05 -8.26035e-06 -8.85941e-07 -1.51095e-06 2.62281e-05 -8.4853e-06 -2.62621e-06 5.37826e-05 -1.86396e-06 -3.72976e-05 -8.41064e-05 -6.13174e-07
internal_weight=0 3101 3079 2857 222 2836 2816 2796 2772 202 182 122 60 2570 2532 2506 2481 98 73 43 2459 2432 94 72 2338 47 2317 79 51 2238
internal_count=3121 3101 3079 2857 222 2836 2816 2796 2772 202 182 122 60 2570 2532 2506 2481 98 73 43 2459 2432 94 72 2338 47 2317 79 51 2238
is_linear=0
shrinkage=0.1


Tree=3572
num_leaves=31
num_cat=0
split_feature=12 130 132 50 1185 1203 156 475 131 131 0 131 1456 483 159 13 12 2 4 159 160 0 16 12 12 160 160 159 46 158
split_gain=6.63819e-06 1.27046e-05 5.84033e-06 0.000164505 8.49319e-05 3.20088e-05 5.81443e-06 1.06396e-05 5.71678e-06 3.16546e-05 9.91213e-05 3.47264e-05 1.89507e-05 2.52832e-05 1.37552e-05 1.16888e-05 2.43628e-05 4.36888e-05 2.42292e-05 1.34192e-05 1.22875e-05 1.38952e-05 3.0333e-05 2.04306e-05 1.1582e-05 9.18191e-06 4.24541e-05 3.63265e-05 1.04162e-05 2.84029e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.3248100000000001 0.13528000000000004 0.090690000000000007 0.089415000000000008 -0.081674999999999984 0.088315000000000018 -0.065759999999999985 0.095085000000000017 -0.098904999999999979 -0.085584999999999981 0.085325000000000012 0.10559 -0.085719999999999977 0.04105000000000001 -1.0000000180025095e-35 -0.065229999999999996 -0.077074999999999991 0.090545000000000014 -0.087484999999999993 -0.55248999999999981 -0.54512499999999997 -0.025879999999999997 0.10253500000000002 -0.47356499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 7 8 9 11 -11 25 -10 14 -14 24 17 -17 -18 20 -20 22 23 -22 -16 27 -27 -6 29 -28
right_child=-2 2 4 -5 6 -7 -8 -9 12 10 -12 -13 13 -15 15 16 18 -19 19 -21 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=6.8693683796381159e-05 -5.3524738652176098e-05 7.8600213415034547e-07 -0.00019713485665058466 0.00028166232687432227 -0.00014241831876071436 -0.00013264064400573262 -4.9964607340212835e-05 7.3196889061364346e-05 9.5888901967555292e-05 -0.00025017465239216111 5.1257285948243715e-05 9.8714901292364001e-05 8.7583658814369505e-05 -9.5522931508679434e-05 6.5732545803969165e-06 -0.00017730146006215364 9.0971900234845565e-05 3.1717247393316941e-05 -8.7780157628003508e-05 6.571332039015943e-05 1.9652050135240039e-05 -7.0541289096581758e-05 7.2099613917880171e-05 -0.00011540953765645448 0.00011062425110139885 0.00013442557009630431 0.00011164980215570804 3.7677178746283364e-05 -6.7648868927487146e-05 -2.5288933003759212e-06
leaf_weight=27 23 178 22 21 21 20 23 20 25 20 24 35 23 23 23 20 33 20 20 24 24 24 46 21 20 23 22 24 24 2248
leaf_count=27 23 178 22 21 21 20 23 20 25 20 24 35 23 23 23 20 33 20 20 24 24 24 46 21 20 23 22 24 24 2248
internal_value=0 3.9738e-07 -2.03076e-07 1.55343e-05 -1.41152e-06 -1.26914e-05 1.10006e-07 5.20307e-07 -1.23284e-09 -1.70638e-06 -8.57572e-05 -1.63518e-07 1.20284e-05 5.49723e-06 1.32941e-05 7.08078e-06 -1.79506e-06 -7.27921e-05 1.2996e-05 -3.18769e-06 -1.54368e-05 -2.8553e-06 1.49959e-05 -4.33767e-05 5.49691e-05 -1.62869e-06 -7.59793e-07 -4.63674e-05 -2.11518e-06 -1.42232e-06
internal_weight=0 3098 3071 219 2852 198 2830 2807 2787 2441 44 2397 346 321 298 275 232 40 192 159 135 115 91 45 43 2362 2317 45 2294 2270
internal_count=3121 3098 3071 219 2852 198 2830 2807 2787 2441 44 2397 346 321 298 275 232 40 192 159 135 115 91 45 43 2362 2317 45 2294 2270
is_linear=0
shrinkage=0.1


Tree=3573
num_leaves=31
num_cat=0
split_feature=130 12 33 9 3 41 2 13 0 13 132 1203 132 50 1453 1453 51 2 473 1453 1455 483 160 160 52 482 484 1447 481 1447
split_gain=6.34546e-06 1.25984e-05 5.95567e-06 8.7614e-06 3.68718e-05 6.9621e-06 2.42583e-05 1.54161e-05 9.71579e-06 1.17332e-05 7.70515e-06 0.000170025 8.10921e-05 2.98862e-05 6.84845e-06 9.11642e-06 9.09709e-06 7.19865e-05 1.87567e-05 1.23763e-05 9.85585e-06 1.53633e-05 1.60336e-05 1.11305e-05 4.45715e-05 1.33009e-05 1.06493e-05 9.56658e-06 5.06552e-05 4.55006e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.044254999999999996 0.088235000000000022 -0.13309499999999996 1.0000000180025095e-35 0.080205000000000012 -0.036034999999999991 -0.076899999999999982 -0.14179999999999995 -0.083284999999999984 0.089165000000000008 -0.076764999999999986 0.097510000000000013 -0.085794999999999982 -0.079499999999999987 -0.44986999999999994 0.10981000000000002 -0.07576999999999999 -0.076539999999999983 -0.24112999999999998 -0.47356499999999996 0.3961050000000001 0.10908000000000002 -0.080114999999999978 0.11614500000000001 -0.22288999999999995 -0.086424999999999988 -0.081334999999999977 -0.085754999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 10 -7 8 9 -8 11 13 -12 -4 -14 -16 17 -17 -18 -20 -21 -22 23 25 -25 26 -23 28 -28 -29
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 12 -13 14 -15 15 16 18 -19 19 20 21 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=-5.6146237620851029e-05 5.1667127428862105e-05 7.5767005670389744e-05 5.5733876436263657e-07 5.4368716679164208e-05 -0.00010463921008132666 0.00010697087558650379 2.9863504579015379e-05 -7.7967974420971599e-05 7.088638223579507e-05 -4.7862270871372597e-05 -0.00020291176471801009 0.00028685513049519308 -4.3506643123691902e-05 -0.00012968250151061512 4.9103952698862637e-05 -0.00016753672904451381 9.646288275689586e-05 5.8937128983416187e-05 -7.7212096082456856e-05 5.6850750607206164e-05 -8.2161167950328925e-05 6.5946351161073834e-05 6.7147234772814307e-05 -0.00012959325176780114 3.1984087897734227e-05 -6.4908326737255967e-05 0.00016172181289717132 -0.00015095613079665784 -2.4121153794774067e-05 5.7220225531136775e-07
leaf_weight=20 22 22 148 25 35 27 52 20 26 31 20 21 37 20 37 25 20 32 21 30 23 25 35 31 38 31 22 20 44 2161
leaf_count=20 22 22 148 25 35 27 52 20 26 31 20 21 37 20 37 25 20 32 21 30 23 25 35 31 38 31 22 20 44 2161
internal_value=0 3.62119e-07 -1.76662e-07 -5.49761e-07 -3.83859e-05 2.07719e-07 2.07761e-05 2.73534e-06 1.75433e-05 8.33396e-07 -9.21696e-07 1.85862e-05 -2.31197e-06 -1.49474e-05 -7.87651e-07 -1.78555e-07 -8.91398e-07 -4.03935e-05 8.88975e-09 -7.68652e-07 -1.16086e-07 -8.1938e-07 -4.21213e-08 -1.03353e-06 -4.06086e-05 1.52174e-07 1.03988e-06 3.17737e-07 3.78265e-05 -8.17329e-07
internal_weight=0 3101 3079 3057 60 2997 156 129 109 83 2841 189 2652 168 2632 2595 2558 57 2501 2481 2460 2430 2407 2372 69 2303 2272 2247 66 2181
internal_count=3121 3101 3079 3057 60 2997 156 129 109 83 2841 189 2652 168 2632 2595 2558 57 2501 2481 2460 2430 2407 2372 69 2303 2272 2247 66 2181
is_linear=0
shrinkage=0.1


Tree=3574
num_leaves=31
num_cat=0
split_feature=12 130 132 1185 1203 15 1208 1208 1209 3 1209 3 1454 51 49 16 15 4 2 43 42 4 1 0 151 16 34 48 133 48
split_gain=7.05394e-06 1.16316e-05 6.17143e-06 4.14011e-05 2.21784e-05 5.74161e-06 5.33625e-06 1.23305e-05 8.50393e-06 4.30129e-05 8.23931e-06 5.4319e-06 1.92353e-05 1.85935e-05 4.94362e-05 1.5854e-05 6.0105e-05 2.21069e-05 4.29369e-05 0.000140506 2.54768e-05 2.54339e-05 8.27039e-05 2.41254e-05 2.14995e-05 3.30225e-05 2.02254e-05 2.67911e-05 1.83888e-05 1.88684e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.23208000000000004 0.11846000000000001 0.10683000000000002 -0.087714999999999987 -0.082334999999999978 -0.074484999999999982 -0.094874999999999987 0.08950000000000001 -0.44986999999999994 0.10969000000000002 -0.15241499999999997 0.050935000000000008 0.055260000000000011 0.10402500000000002 -0.0051099999999999991 0.087075000000000014 0.033845000000000007 0.092390000000000014 -0.11756999999999999 0.06617000000000002 -0.014754999999999999 -0.057544999999999992 0.085875000000000021 -0.085499999999999979 -0.072824999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 8 9 -5 -10 12 -12 14 -13 16 28 21 19 20 -19 24 -23 -20 26 -26 27 -17 -15 -30
right_child=-2 2 3 5 -6 -7 -8 -9 10 -11 11 13 -14 15 -16 17 -18 18 23 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=6.5758386726547205e-05 -5.5175438256296541e-05 -4.4628363003796087e-06 0.00014097737948759459 0.00014930711435486696 -0.00010116628481126908 4.8751186272966156e-05 4.658190327972989e-05 -7.3690602640335388e-05 -4.714982558078574e-05 -4.0018286724067105e-05 5.2615087966661445e-06 3.840490686707199e-05 0.00010552036415901966 -8.0708577009834431e-05 -0.00015854287278741072 0.00015070303332322512 -0.00014491323604098788 -3.8259739765061045e-05 -0.00010862629806069891 0.000312001046785597 9.172165128256893e-05 -0.00022477534295830992 5.6195590216454798e-05 1.6527672278922428e-05 0.00015999927965735662 1.1824875853665806e-05 -3.1904630853543334e-06 -1.2976811121916397e-05 -7.0275823816245975e-05 1.1511434698621914e-05
leaf_weight=27 23 195 21 21 27 24 24 23 38 28 443 25 20 30 26 20 35 38 20 21 25 20 22 67 21 53 1494 20 32 238
leaf_count=27 23 195 21 21 27 24 24 23 38 28 443 25 20 30 26 20 35 38 20 21 25 20 22 67 21 53 1494 20 32 238
internal_value=0 4.09633e-07 -1.64908e-07 1.08646e-06 -1.62241e-05 4.76611e-08 -3.69202e-07 -7.74535e-07 -1.6624e-07 4.11212e-05 -9.13317e-07 -2.55269e-07 9.59234e-06 -2.32117e-06 -6.19998e-05 -9.09477e-07 -2.09025e-05 2.76853e-06 3.69943e-05 8.79904e-05 1.33202e-05 -7.78502e-07 -7.76001e-05 -1.22434e-05 1.22803e-06 5.38744e-05 -1.31162e-06 6.88631e-05 -6.43454e-06 1.81813e-06
internal_weight=0 3098 3071 2849 222 2828 2804 2780 2757 49 2708 2670 463 2207 51 2156 335 1821 171 84 63 1650 42 87 1608 74 1534 40 300 270
internal_count=3121 3098 3071 2849 222 2828 2804 2780 2757 49 2708 2670 463 2207 51 2156 335 1821 171 84 63 1650 42 87 1608 74 1534 40 300 270
is_linear=0
shrinkage=0.1


Tree=3575
num_leaves=31
num_cat=0
split_feature=130 10 48 40 2 45 158 158 158 12 46 474 2 1427 52 150 52 447 1446 1456 471 11 0 475 52 475 1427 1428 1429 52
split_gain=6.42631e-06 1.22409e-05 1.76225e-05 1.42833e-05 1.22813e-05 9.82681e-06 5.91603e-06 9.89256e-06 9.34764e-06 2.01391e-05 7.31108e-06 1.0911e-05 2.12695e-05 8.2924e-06 1.56619e-05 1.06281e-05 2.32503e-05 1.73039e-05 7.72316e-06 1.09316e-05 1.69211e-05 1.10198e-05 1.988e-05 1.80732e-05 3.27398e-05 1.75659e-05 1.15919e-05 1.84622e-05 1.21891e-05 2.62389e-05
threshold=-0.23647499999999996 -0.38124499999999995 0.086665000000000006 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 -0.47382999999999992 -0.4686749999999999 -0.14117999999999997 0.096295000000000019 0.084955000000000017 0.11085000000000002 0.11067500000000001 0.089335000000000012 -0.066844999999999988 0.12640500000000002 -0.023194999999999997 0.094005000000000019 0.11655500000000001 0.11510000000000002 0.094575000000000006 0.094350000000000003 0.010870000000000003 -0.24039999999999997 -0.53299999999999992 -0.094164999999999985 0.08486500000000001 0.090025000000000008 -0.069929999999999978 -0.085264999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -7 -8 9 -9 11 13 -13 15 -15 17 -17 18 19 20 21 23 -23 24 -10 -25 27 28 29 -27
right_child=1 3 -4 4 -6 6 7 8 10 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 -22 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-5.6502781808376314e-05 0.00012182186699646991 -8.2551123306898047e-05 -9.3378927496295156e-06 -7.0188213867368178e-05 7.6414038015909259e-05 -4.7352963156299667e-05 6.0811045154372955e-05 -9.1854711786254495e-05 -0.00015742855403004798 3.2433791536525614e-05 4.4940408691685217e-05 -0.0001018851348158807 2.8507665047072808e-05 -1.9855772325172439e-05 9.4786549142064852e-05 2.9334525768056415e-05 -0.00011034640994274435 8.5678813942043541e-05 -5.1856142452574462e-05 5.9033673130670651e-05 -8.9173893987511604e-05 -1.1688509202313385e-05 0.00010873308528971393 7.7133801278250763e-05 2.1345738856498864e-05 0.00010963765996469496 7.2416825307961775e-05 -9.3857226255793309e-05 -7.5670711878718571e-07 -3.064478268394548e-05
leaf_weight=20 20 21 21 20 21 26 27 32 20 22 37 29 22 22 26 22 26 24 28 32 21 29 26 30 21 30 22 21 2379 24
leaf_count=20 20 21 21 20 21 26 27 32 20 22 37 29 22 22 26 22 26 24 28 32 21 29 26 30 21 30 22 21 2379 24
internal_value=0 3.64412e-07 5.46425e-05 -3.62843e-07 2.05092e-07 -3.25189e-07 1.40875e-07 5.56367e-07 3.94672e-09 -4.12187e-05 7.7393e-07 2.01344e-07 -4.56373e-05 1.03537e-06 4.22422e-05 3.17427e-07 -4.6326e-05 1.1445e-06 3.88322e-07 9.39299e-07 2.30561e-07 9.52119e-07 4.52381e-05 -4.19291e-09 -6.58612e-05 1.07328e-06 1.51703e-07 -4.9615e-07 3.09679e-07 4.72899e-05
internal_weight=0 3101 41 3060 3039 3018 2998 2972 2945 54 2891 2854 51 2803 48 2755 48 2707 2683 2655 2623 2602 55 2547 41 2506 2476 2454 2433 54
internal_count=3121 3101 41 3060 3039 3018 2998 2972 2945 54 2891 2854 51 2803 48 2755 48 2707 2683 2655 2623 2602 55 2547 41 2506 2476 2454 2433 54
is_linear=0
shrinkage=0.1


Tree=3576
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 12 132 129 4 132 16 2 2 142 1132 2 2 52 42 42 133 401 133 50 131 482 483 480 480 480 1427
split_gain=5.2156e-06 3.34892e-05 1.78553e-05 5.2519e-06 1.32633e-05 5.0169e-06 1.47479e-05 1.98601e-05 1.44675e-05 1.22518e-05 1.15218e-05 7.06167e-06 9.07176e-06 7.01032e-06 6.61156e-06 9.53995e-06 1.58019e-05 8.62245e-06 1.42015e-05 1.02633e-05 3.05994e-05 1.5643e-05 1.02994e-05 1.02415e-05 1.39966e-05 1.35697e-05 1.08254e-05 2.77862e-05 1.26184e-05 1.15971e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23647499999999996 0.23631000000000002 0.10859000000000001 0.080675000000000011 -0.084369999999999987 0.11297500000000001 -0.077589999999999978 0.31358000000000003 0.17025000000000004 -1.0000000180025095e-35 0.085085000000000008 0.14285500000000004 0.14753000000000002 -1.0000000180025095e-35 0.12961500000000001 0.12181500000000002 0.51314000000000015 -0.13200999999999999 0.41307000000000005 0.091660000000000005 0.11863000000000001 0.12191 0.12104500000000001 0.11191000000000002 0.10344000000000002 0.094055000000000014 0.094380000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 10 7 -7 -9 -10 11 12 -5 14 17 -16 -17 18 19 20 -14 23 -21 24 25 26 27 28 29 -22
right_child=1 3 -4 4 -6 6 -8 8 9 -11 -12 -13 13 -15 15 16 -18 -19 -20 22 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.2195733070772037e-06 0.00012695531037198158 -5.0852507556555799e-05 -9.0987836679064303e-05 -6.4835988583085563e-05 7.7916311254904775e-05 0.00012883536939625628 -3.4079292994204944e-05 8.8472263923904408e-05 -7.3005900885618759e-05 2.6766702126224119e-05 -7.4731054848511827e-05 5.0512830475108116e-05 0.00010491107289756959 5.8625461442716186e-05 8.399961579098917e-05 7.311435711017111e-05 -4.2427349072913159e-05 -6.5456774921455826e-05 7.8880185025230858e-05 -9.806832600092589e-05 -1.8682696455038172e-06 -9.021018442581409e-05 -1.3051283861965534e-06 -6.932221516432368e-05 8.2525220432216886e-05 -6.2409920105387245e-05 5.6325743913255405e-05 -0.00011320374267763161 6.4147619220117735e-05 6.9506076413191565e-05
leaf_weight=195 21 20 27 22 22 20 37 20 20 32 21 27 27 20 22 20 29 21 22 22 2226 20 22 22 20 36 33 22 30 23
leaf_count=195 21 20 27 22 22 20 37 20 20 32 21 27 27 20 22 20 29 21 22 22 2226 20 22 22 20 36 33 22 30 23
internal_value=0 1.13125e-06 -1.47725e-05 2.1314e-07 5.70493e-07 -2.951e-08 1.92375e-05 4.06801e-05 1.61925e-05 -1.16074e-05 -9.47664e-07 -3.70802e-07 -8.87484e-07 -3.53974e-07 -8.04714e-07 2.92942e-05 4.73253e-06 -1.64408e-06 -1.11336e-06 -1.81646e-06 -9.59894e-07 -2.13527e-06 -4.96867e-05 -1.40496e-06 -7.79785e-07 -1.48278e-06 -5.4303e-07 -1.35862e-06 -2.78938e-07 -1.13834e-06
internal_weight=0 2899 222 2878 2858 2836 129 92 72 52 2707 2686 2659 2637 2617 71 49 2546 2525 2503 2459 2432 44 2412 2390 2370 2334 2301 2279 2249
internal_count=3121 2899 222 2878 2858 2836 129 92 72 52 2707 2686 2659 2637 2617 71 49 2546 2525 2503 2459 2432 44 2412 2390 2370 2334 2301 2279 2249
is_linear=0
shrinkage=0.1


Tree=3577
num_leaves=31
num_cat=0
split_feature=12 130 132 1211 1185 1203 0 0 12 3 1204 13 1208 16 1209 1209 1209 403 0 1210 13 43 1212 402 401 12 3 1212 401 4
split_gain=6.4153e-06 1.20785e-05 5.61669e-06 0.000152972 8.60656e-05 1.36666e-05 6.7294e-06 6.69621e-06 1.5209e-05 1.39113e-05 9.08371e-06 5.36052e-06 5.19869e-06 7.30145e-05 2.04471e-05 9.97403e-06 8.38187e-06 1.2687e-05 8.63968e-05 1.06011e-05 2.95964e-05 4.80837e-05 1.01889e-05 3.0033e-05 1.8145e-05 2.82837e-05 3.61195e-05 1.18312e-05 1.1254e-05 4.32403e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.083284999999999984 0.085535000000000014 -0.083264999999999992 0.089165000000000008 -0.097274999999999986 -0.091069999999999984 0.11418000000000002 -0.080484999999999987 -0.0030749999999999996 -0.0093149999999999986 0.10233500000000001 -0.079734999999999986 -0.097919999999999993 0.10656 -0.087714999999999987 -0.52800499999999995 -0.086234999999999992 -0.065104999999999982 -0.088464999999999988 -0.029804999999999995 -0.073259999999999978 -0.031734999999999992 0.11857000000000002 0.087005000000000013 -0.080564999999999984 -0.055019999999999993 -1.0000000180025095e-35 -0.076229999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 -3 -8 9 10 11 -9 14 -14 -6 16 -16 18 -18 20 -19 -22 23 -21 25 -25 -27 -24 29 -29
right_child=-2 2 4 -5 12 -7 7 8 -10 -11 -12 -13 13 -15 15 -17 17 19 -20 22 21 -23 27 24 -26 26 -28 28 -30 -31
leaf_value=6.6983036844316381e-05 -5.2618508767488462e-05 -4.8502081130276634e-05 -0.00019840518732301213 0.00027886829750968902 -0.00010121961039658346 -8.965713364887052e-05 5.8097059012479375e-05 5.2311940122639169e-05 -6.8080568390931678e-05 7.3742131682028522e-05 -6.1835069258946038e-05 -1.2676063258065067e-05 0.00018486906370071665 -5.0139253923985864e-05 5.5171551920702098e-05 6.8912125564002928e-05 7.7681264870248188e-05 -4.9202872766424358e-05 -0.00017529629683984374 -0.00014137607258817299 1.1456154445774949e-05 0.00019537223845310066 7.6933693781029429e-05 5.6056139583233745e-05 6.8663577697710337e-05 -0.00017040864960025912 -4.8821605967783267e-07 2.7382717345255625e-05 7.4535710958165747e-07 -0.00015360848728133452
leaf_weight=27 23 27 22 20 20 20 21 22 28 29 22 30 20 39 27 21 27 30 27 20 44 21 20 25 24 22 29 33 2359 22
leaf_count=27 23 27 22 20 20 20 21 22 28 29 22 30 20 39 27 21 27 30 27 20 44 21 20 25 24 22 29 33 2359 22
internal_value=0 3.90646e-07 -1.94829e-07 1.52383e-05 -1.37991e-06 -1.12572e-05 -2.49745e-06 5.67443e-06 -2.7292e-06 1.50362e-05 -7.97015e-06 1.48189e-05 1.51736e-07 2.95246e-05 -4.73669e-07 2.58763e-07 -2.6934e-07 -8.23134e-07 -4.88075e-05 1.5503e-07 3.29558e-05 7.08752e-05 -1.06505e-06 -2.95112e-05 -7.13819e-06 -3.10756e-05 -7.37872e-05 3.37393e-07 -2.97208e-07 -4.50138e-05
internal_weight=0 3098 3071 219 2852 199 179 152 131 103 74 52 2830 59 2771 2751 2730 2703 54 2649 95 65 2554 120 100 76 51 2434 2414 55
internal_count=3121 3098 3071 219 2852 199 179 152 131 103 74 52 2830 59 2771 2751 2730 2703 54 2649 95 65 2554 120 100 76 51 2434 2414 55
is_linear=0
shrinkage=0.1


Tree=3578
num_leaves=31
num_cat=0
split_feature=1211 43 1211 132 1203 1211 50 393 401 2 133 1210 2 1208 1210 42 403 0 403 130 130 2 403 52 42 15 1210 43 1210 43
split_gain=5.46663e-06 1.32851e-05 7.88322e-06 6.94902e-06 0.000184943 0.00013473 2.82131e-05 8.73965e-06 6.12154e-06 2.07286e-05 1.50897e-05 1.25248e-05 2.22511e-05 7.85416e-06 8.42314e-06 4.04879e-05 8.48643e-06 8.14722e-05 6.45429e-06 6.68967e-06 3.83861e-05 2.87843e-05 2.64789e-05 3.79296e-05 2.18357e-05 2.31005e-05 1.05248e-05 3.87346e-05 2.84746e-05 7.99369e-06
threshold=0.11716500000000001 0.062770000000000006 0.11088500000000003 -0.083284999999999984 0.089480000000000018 0.10167000000000002 0.10022000000000002 0.10159000000000001 -0.06959499999999999 0.091895000000000018 0.51114000000000004 0.0028200000000000005 0.090425000000000019 0.098655000000000007 -0.13847499999999999 0.094935000000000005 -0.52800499999999995 -0.086234999999999992 -0.41825499999999993 0.087230000000000016 0.084685000000000024 0.11510000000000002 -0.014954999999999998 -0.14715499999999998 -0.091729999999999992 -0.077219999999999983 -0.077744999999999995 -0.0047449999999999992 -0.0097899999999999984 0.13895500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 7 -1 8 9 -5 11 13 -13 14 15 -10 17 -16 -18 20 26 22 -21 -24 25 -25 27 -20 -28 -30
right_child=1 -3 -4 5 -6 -7 -8 -9 10 -11 -12 12 -14 -15 16 -17 18 -19 19 21 -22 -23 23 24 -26 -27 28 -29 29 -31
leaf_value=4.1963049542656256e-07 7.0818688078416563e-05 -3.2469116877109631e-05 -5.7637567033452802e-05 -3.2946473253435795e-05 0.00030685938210808675 -0.00024792506992525886 -0.00012491829107602826 4.8791848471532956e-05 -4.0284394652609572e-05 0.00010282728977946809 -6.6939489710528182e-05 -6.3870796717916775e-06 0.00011501703327387358 -5.6731827469775448e-05 9.0892878393826016e-05 0.0001489674047843437 5.2367994921160461e-05 -0.00016461091115790904 -2.8784399347064356e-05 -0.00011947742165038137 0.00012138657464395063 7.4924850684544294e-05 -0.00012407873569463844 -2.5589904271328124e-05 -7.1114317953205577e-05 9.3462076714792065e-05 -0.00012063909623975633 0.0001447138212824939 -2.0326780510892833e-06 2.8076586977476838e-05
leaf_weight=176 33 20 24 22 20 22 20 37 26 23 34 36 26 25 24 20 23 26 31 31 26 27 25 28 22 39 20 22 2121 92
leaf_count=176 33 20 24 22 20 22 20 37 26 23 34 36 26 25 24 20 23 26 31 31 26 27 25 28 22 39 20 22 2121 92
internal_value=0 3.18422e-05 -5.50084e-07 -9.99851e-08 1.71883e-05 -1.42045e-06 -1.237e-05 5.12231e-07 -1.32892e-07 3.6449e-05 -7.37219e-07 9.95387e-08 4.45243e-05 -9.48535e-07 -4.12775e-07 4.1999e-05 -1.17576e-06 -4.19691e-05 -3.62167e-07 -8.50409e-07 5.65049e-07 -1.98768e-05 -3.75295e-05 -1.52454e-05 1.53257e-05 4.3709e-05 -8.09124e-07 4.32337e-05 -1.85448e-06 -7.8096e-07
internal_weight=0 53 3068 3044 216 2828 196 2806 2769 45 2724 2690 62 2628 2603 46 2557 50 2507 2484 2312 172 145 114 89 67 2286 53 2233 2213
internal_count=3121 53 3068 3044 216 2828 196 2806 2769 45 2724 2690 62 2628 2603 46 2557 50 2507 2484 2312 172 145 114 89 67 2286 53 2233 2213
is_linear=0
shrinkage=0.1


Tree=3579
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 12 130 12 133 133 4 12 15 49 1 49 49 157 1429 157 1371 1374 12 156 52 4 1446 0 475 157 1425
split_gain=6.28288e-06 3.68294e-05 2.16686e-05 5.84769e-06 1.19936e-05 5.5634e-06 1.2772e-05 5.35999e-06 8.61522e-06 8.78646e-06 7.73574e-06 5.01589e-06 5.97452e-06 1.19587e-05 1.08494e-05 1.49725e-05 9.71625e-06 4.40538e-05 2.94026e-05 3.11145e-05 3.38839e-05 2.0938e-05 2.98417e-05 1.90943e-05 2.1202e-05 9.5836e-06 9.44416e-06 8.69165e-06 1.78471e-05 7.9826e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.12477500000000001 0.11351500000000002 -0.23647499999999996 0.23631000000000002 -0.015164999999999998 -0.023589999999999996 -0.068329999999999988 0.089505000000000015 0.23208000000000004 -0.14917999999999998 0.10871500000000002 -0.10069499999999999 -0.088694999999999982 -0.087424999999999989 0.057970000000000008 -0.086394999999999986 0.083235000000000017 0.078255000000000005 0.094435000000000005 -0.092624999999999985 -0.085264999999999994 -0.0052149999999999992 0.11787500000000002 -0.084889999999999979 0.05680000000000001 0.63334000000000013 0.089180000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 -3 11 8 9 -1 -11 12 13 -7 26 -16 17 21 -18 20 25 22 -17 -24 -25 27 -14 28 29 -20
right_child=1 5 -4 -5 -6 6 -8 -9 -10 10 -12 -13 14 -15 15 16 18 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=5.0259693671250717e-05 0.00013319140167108605 -5.2279450828791594e-05 -0.00010017399068197443 4.5258743505525802e-05 -8.1470064157786388e-05 -6.6872506402815873e-05 7.6546266026608384e-05 3.16829638258672e-05 -6.4933475914585867e-05 8.2762087736116933e-06 -6.4181560715635152e-05 4.5579962170450022e-05 1.0031404391546468e-05 1.7585982835347143e-05 -6.9540439243052874e-05 -8.4200260105370985e-05 0.00010764034926139105 -0.00013748266359730875 -9.6132416132144656e-07 -9.7226616640000435e-05 9.5715825055345998e-05 -8.0564612289890647e-05 0.00010647768105948618 7.4316609480656155e-05 -6.2998982784020799e-05 6.4789849270512252e-05 0.00010000356927776012 -6.263560419690541e-05 9.2289119285331785e-05 5.1830863281040752e-05
leaf_weight=27 21 20 27 21 21 38 22 38 24 41 23 24 28 30 31 21 26 28 2321 32 38 25 34 23 22 23 20 22 21 29
leaf_count=27 21 20 27 21 21 38 22 38 24 41 23 24 28 30 31 21 26 28 2321 32 38 25 34 23 22 23 20 22 21 29
internal_value=0 1.24161e-06 -1.62136e-05 -4.58835e-06 -1.06044e-05 2.78803e-07 6.466e-07 -8.77715e-07 -1.16369e-05 2.41934e-06 -1.77633e-05 5.78158e-08 -3.30709e-07 -2.96114e-05 3.94906e-07 -4.44113e-07 3.59634e-07 -2.41065e-05 1.84981e-06 7.43389e-07 2.02091e-06 1.2898e-06 2.17534e-05 4.99183e-05 7.18454e-06 5.47234e-07 4.75198e-05 -7.02257e-08 5.10305e-07 -3.09846e-07
internal_weight=0 2899 222 195 174 2878 2858 153 115 91 64 2836 2812 68 2744 2696 2665 153 2512 2486 2454 125 100 79 45 2416 48 2393 2371 2350
internal_count=3121 2899 222 195 174 2878 2858 153 115 91 64 2836 2812 68 2744 2696 2665 153 2512 2486 2454 125 100 79 45 2416 48 2393 2371 2350
is_linear=0
shrinkage=0.1


Tree=3580
num_leaves=31
num_cat=0
split_feature=12 4 10 1 1 33 12 31 43 2 16 46 156 15 147 1 447 15 4 1 0 4 16 2 13 123 159 1213 123 12
split_gain=6.59071e-06 1.13551e-05 7.6619e-06 2.82526e-05 2.10758e-05 1.29677e-05 1.03623e-05 8.22381e-06 1.86222e-05 8.22307e-06 7.0802e-05 7.44674e-06 1.71164e-05 2.20869e-05 5.879e-06 2.91807e-05 1.84882e-05 7.26075e-06 9.47688e-06 1.28975e-05 1.90657e-05 1.39383e-05 3.15715e-05 0.000138125 5.31206e-05 1.93976e-05 1.53871e-05 2.97654e-05 1.35902e-05 1.42178e-05
threshold=0.23631000000000002 0.63113500000000011 -0.011559999999999999 0.093400000000000025 0.13559000000000002 -0.012019999999999998 -0.089839999999999989 -1.0000000180025095e-35 -0.083879999999999996 -1.0000000180025095e-35 -0.056919999999999991 0.10253500000000002 -0.094124999999999986 -0.074054999999999996 0.095485000000000014 0.10937500000000001 0.089395000000000016 -0.46471999999999997 0.51164000000000009 0.13927000000000003 -0.043914999999999989 0.065520000000000009 -0.11227499999999999 0.10188000000000001 -0.046499999999999993 0.086445000000000008 0.097495000000000012 -0.0038499999999999997 0.080750000000000016 -0.010834999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -4 -5 8 -7 10 -9 12 13 -11 16 -16 17 -14 19 21 -21 25 26 -24 -25 28 27 -23 29 -19
right_child=-2 -3 5 4 -6 7 -8 9 -10 11 -12 -13 14 -15 15 -17 -18 18 -20 20 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013049284586616393 -5.3333017390484559e-05 6.3789591045601156e-05 7.246127081452869e-05 6.6155695458292031e-07 -5.8811113626039252e-05 1.6376966651967869e-05 9.594705300276561e-05 0.00014415375681001781 -0.0001086309747982093 0.00013328359509614529 -7.9058332468978035e-05 -5.3211829785700854e-05 -3.7516702682563955e-05 -8.4169187650993333e-06 0.00010816843843293521 -4.0260140573351513e-05 -7.4352643535830265e-05 -5.3132579474689782e-05 5.8445800953320168e-05 -0.00012542839864636336 1.2650105763896138e-05 -0.00012058152409736069 0.00028727933964877263 -0.00013978224800666796 7.359996175669689e-05 -6.9232755907121054e-05 8.5335810442865347e-05 7.3385993410360772e-06 7.2681167977862066e-05 -2.089462048961424e-07
leaf_weight=21 23 28 25 25 35 26 21 30 22 22 27 26 51 22 26 27 34 52 28 20 20 20 22 20 28 42 21 201 25 2131
leaf_count=21 23 28 25 25 35 26 21 30 22 22 27 26 51 22 26 27 34 52 28 20 20 20 22 20 28 42 21 201 25 2131
internal_value=0 3.95949e-07 -1.82234e-07 -2.71305e-05 -3.32863e-07 7.43886e-07 4.41615e-05 1.34666e-07 -4.09183e-05 8.15337e-07 3.84217e-05 6.00297e-08 5.52586e-07 6.24333e-05 -4.31068e-07 3.25539e-05 -1.07497e-06 -1.45677e-07 5.79008e-07 -4.36939e-08 -5.63891e-05 8.36017e-07 2.06435e-05 7.979e-05 -1.53093e-05 -1.91062e-06 3.53504e-06 -4.23788e-06 -6.3004e-07 -1.46961e-06
internal_weight=0 3098 3070 102 81 2968 46 2943 48 2895 57 2838 2812 44 2768 53 2715 2681 2630 2602 40 2562 312 70 48 2250 242 221 2208 2183
internal_count=3121 3098 3070 102 81 2968 46 2943 48 2895 57 2838 2812 44 2768 53 2715 2681 2630 2602 40 2562 312 70 48 2250 242 221 2208 2183
is_linear=0
shrinkage=0.1


Tree=3581
num_leaves=31
num_cat=0
split_feature=12 130 401 401 402 1210 50 132 403 50 1211 1186 159 160 4 16 157 2 160 0 4 160 133 1208 52 1208 1209 403 403 1212
split_gain=5.33848e-06 1.10881e-05 5.14249e-06 7.43685e-06 1.51504e-05 1.23941e-05 6.98648e-06 0.000157406 0.000117347 2.77769e-05 1.47362e-05 1.28498e-05 1.08941e-05 1.08974e-05 1.50428e-05 4.88796e-05 2.63614e-05 2.13892e-05 3.62514e-05 2.7082e-05 2.13127e-05 1.33311e-05 1.74844e-05 7.94387e-06 2.8299e-05 1.91374e-05 7.58854e-06 2.57075e-05 1.68452e-05 1.4609e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.096900000000000014 -0.083284999999999984 -0.074254999999999988 0.099450000000000011 0.11986000000000001 -0.10142499999999997 0.10545500000000001 0.066685000000000008 -0.015039999999999998 -0.020119999999999996 -0.077234999999999984 0.10402500000000002 -0.090764999999999985 -0.087974999999999984 -0.023539999999999995 -0.012569999999999998 -0.038089999999999992 0.10233500000000001 0.061605000000000007 0.089655000000000012 -0.087714999999999987 -0.0047449999999999992 0.55673500000000009 -0.089544999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 10 -8 -9 -10 11 -6 13 14 16 17 -11 18 19 -16 21 -18 -23 25 -25 26 27 -13 29 -28
right_child=-2 2 3 4 5 -7 7 8 9 12 -12 23 -14 -15 15 -17 20 -19 -20 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=6.4160109023861074e-05 -4.7999713055817312e-05 5.033747154811863e-05 -5.718428431503961e-05 6.7281329415202373e-05 -7.0114199695160134e-05 -7.9306044135591953e-05 0.0002719782111708727 -0.0002220965221488808 0.00012269589503072592 0.00011833634478254961 -8.3683699424661679e-05 0.00011971681344134379 -6.3938125557880008e-05 7.6714381860008211e-05 -8.4035564468649683e-05 -0.00016372315319472365 -2.7426060338397152e-05 -6.5867496158489305e-05 0.00011511742560799121 4.9244112679227858e-05 -7.471369425184094e-05 1.4657828544911286e-06 0.00011635909699921118 0.00012756184673889948 -4.0661162420292387e-05 -9.6529498668609278e-05 4.5060301283014913e-05 -3.6754696477492833e-05 -9.2787471148767506e-05 -1.9561527004120861e-06
leaf_weight=27 23 20 23 33 27 20 22 23 21 26 22 21 22 22 30 20 26 32 32 31 25 26 27 20 20 21 68 21 20 2350
leaf_count=27 23 20 23 33 27 20 22 23 21 26 22 21 22 22 30 20 26 32 32 31 25 26 27 20 20 21 68 21 20 2350
internal_value=0 3.56366e-07 -2.04592e-07 -5.35907e-07 -1.05618e-07 -8.48112e-07 -3.20664e-07 1.22485e-05 -3.49273e-06 1.12952e-05 -2.18905e-06 -1.49088e-06 3.96158e-06 8.99119e-06 3.57333e-06 -1.85722e-05 2.82741e-05 4.65199e-06 2.89168e-05 -1.63033e-05 5.75852e-06 3.12244e-05 5.99963e-05 -7.61712e-07 4.34503e-05 -1.46882e-06 -6.63872e-07 4.14811e-05 -1.38991e-06 -6.33936e-07
internal_weight=0 3098 3071 3051 3028 2995 2975 385 363 340 2590 2568 319 297 275 145 130 125 93 61 104 79 53 2541 40 2501 2480 42 2438 2418
internal_count=3121 3098 3071 3051 3028 2995 2975 385 363 340 2590 2568 319 297 275 145 130 125 93 61 104 79 53 2541 40 2501 2480 42 2438 2418
is_linear=0
shrinkage=0.1


Tree=3582
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 12 1208 1208 402 1210 1210 1208 1212 13 0 1212 43 403 52 52 403 402 1211 13 3 13 2 481 481 4 15
split_gain=6.76578e-06 3.02229e-05 1.70363e-05 5.80015e-06 1.35694e-05 5.65267e-06 1.33742e-05 6.77286e-06 3.55626e-05 9.64113e-06 7.23947e-06 9.28805e-06 2.48247e-05 2.55091e-05 1.93099e-05 1.09809e-05 8.71975e-06 2.15248e-05 3.04808e-05 1.69672e-05 1.40338e-05 1.29393e-05 2.9183e-05 1.29234e-05 1.66523e-05 1.62325e-05 1.14577e-05 8.37782e-05 5.08723e-05 2.65963e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23647499999999996 0.23631000000000002 0.11846000000000001 0.10683000000000002 0.2506000000000001 -0.13847499999999999 -0.090569999999999998 1.0000000180025095e-35 -0.088629999999999987 -0.095304999999999987 -0.086834999999999982 -0.069964999999999986 -0.0024749999999999993 0.064330000000000012 0.085540000000000019 0.092965000000000006 0.022375000000000003 0.11174500000000002 0.10167000000000002 -0.068269999999999983 -0.082154999999999992 -0.0069799999999999992 0.10527500000000002 -0.087424999999999989 -0.085629999999999984 -0.050494999999999991 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 8 -5 -10 11 12 -11 -14 -13 -15 19 23 -19 20 21 26 -23 24 -18 -25 28 -28 -16 -30
right_child=1 3 -4 4 -6 -7 -8 -9 9 10 -12 14 13 15 16 -17 17 18 -20 -21 -22 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=-6.5171609220180058e-06 0.0001208192708353246 -5.3248645162966578e-05 -9.1272043128911835e-05 0.00012211024685105561 7.9024915099911274e-05 4.8510335379129783e-05 -7.6170482308320382e-05 -4.6859446301823487e-05 -6.6083341533323457e-05 6.7151133672186094e-05 5.3947724124554952e-05 8.0876931848858184e-05 -0.00014498590118653903 -6.299151176459749e-05 -0.00016041604636332825 1.6869501147690851e-05 -0.00011187041563061941 0.00016673700353879081 1.9756563381443539e-05 -6.6873596641669754e-05 -7.9852071344661956e-05 0.00012734861474018546 -2.3970363159046078e-05 6.4837970563619412e-05 1.3847786003434278e-06 -4.0122677835271412e-05 0.00017915492756471324 -1.4428110629129517e-06 -3.3310935696531288e-05 0.00010250778741898277
leaf_weight=195 21 20 27 24 22 24 23 30 22 22 25 30 22 33 24 36 20 21 43 39 22 25 26 41 37 23 26 2131 46 21
leaf_count=195 21 20 27 24 22 24 23 30 22 22 25 30 22 33 24 36 20 21 43 39 22 25 26 41 37 23 26 2131 46 21
internal_value=0 1.28843e-06 -1.68252e-05 4.16249e-07 7.91791e-07 1.84905e-07 -2.27545e-07 3.98732e-07 9.12594e-07 -1.50932e-07 3.83721e-07 -1.14456e-07 -2.81751e-05 -5.1221e-05 1.11694e-06 -2.13249e-05 1.76745e-07 2.10831e-05 6.79845e-05 -1.4621e-06 -3.62984e-07 3.97677e-07 5.02056e-05 -3.72427e-06 -3.83539e-05 2.71177e-05 -7.32307e-07 7.34074e-07 -3.54904e-05 9.25911e-06
internal_weight=0 2899 222 2878 2858 2836 2812 2789 2759 2735 2713 2688 113 91 2575 69 2545 185 64 2360 2321 2299 51 121 57 64 2248 2157 91 67
internal_count=3121 2899 222 2878 2858 2836 2812 2789 2759 2735 2713 2688 113 91 2575 69 2545 185 64 2360 2321 2299 51 121 57 64 2248 2157 91 67
is_linear=0
shrinkage=0.1


Tree=3583
num_leaves=31
num_cat=0
split_feature=12 130 132 399 1203 393 390 1429 156 1429 131 131 1 1447 16 1456 483 481 13 403 160 128 1212 130 402 13 13 0 15 15
split_gain=5.91547e-06 1.02678e-05 5.37202e-06 2.93953e-05 2.88726e-05 8.59139e-06 7.1903e-06 4.99562e-06 1.7184e-05 7.62868e-06 5.15211e-06 2.83685e-05 8.8387e-05 2.89572e-05 6.81203e-05 1.62842e-05 1.94841e-05 1.45995e-05 4.77587e-05 2.51996e-05 1.15184e-05 1.07607e-05 1.63247e-05 1.17194e-05 1.44094e-05 1.67113e-05 2.6228e-05 1.54583e-05 2.72762e-05 1.67005e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.083449999999999983 0.091580000000000009 0.089480000000000018 0.10992000000000002 0.087590000000000015 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.090690000000000007 0.089415000000000008 0.093700000000000019 1.0000000180025095e-35 -0.032969999999999992 -0.065759999999999985 0.097480000000000011 -0.087424999999999989 -0.085964999999999986 -0.55327499999999985 -0.4136149999999999 0.088865000000000013 0.08740500000000001 0.092225000000000015 0.033490000000000006 -0.085584999999999981 -0.081029999999999977 -0.077809999999999976 -0.065449999999999994 0.084370000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 6 7 -4 9 -9 11 13 -13 17 -15 -12 20 18 -11 -19 -17 22 23 24 25 -22 -27 29 -29 -28
right_child=-2 2 3 -5 -6 -7 -8 8 -10 10 15 12 -14 14 -16 16 -18 19 -20 -21 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=6.1773384907239782e-05 -5.0527132312392656e-05 -3.6913885688424064e-06 -5.0061559650202978e-05 9.0776525864081731e-05 -0.00012982392370759044 -6.5469571563880893e-05 4.5346599373650473e-05 -5.3470527227209117e-05 9.2453038450912583e-05 4.0681387138277015e-05 8.9100017969030883e-05 -0.00023386700057017153 6.3432506653953179e-05 0.0001759222905571607 -5.1834633359248984e-05 8.1326570348623636e-05 -9.0267834457336002e-05 0.00010339193743319535 -0.00014740578720496463 -1.8305142430249e-06 8.3280070073130812e-05 6.4926352232370327e-05 -6.1749082846831332e-05 7.4541439229506082e-05 -7.8571979383923465e-05 -0.00010866611133678816 1.170817088898951e-05 4.2489606880046656e-05 -9.0443074842714221e-05 0.00012336067482551915
leaf_weight=27 23 196 20 36 20 20 35 27 20 27 25 20 20 29 24 22 20 23 27 2183 27 28 37 25 20 20 37 33 29 21
leaf_count=27 23 196 20 36 20 20 35 27 20 27 25 20 20 29 24 22 20 23 27 2183 27 28 37 25 20 20 37 33 29 21
internal_value=0 3.75129e-07 -1.6468e-07 9.8573e-07 -1.53703e-05 -1.60942e-07 3.05715e-07 -2.64629e-07 9.8322e-08 -5.7976e-07 -5.02636e-08 -1.72143e-06 -8.52172e-05 -2.77493e-07 7.27871e-05 1.13807e-05 5.28987e-06 -1.99095e-06 -5.33622e-05 -7.33453e-07 1.16817e-05 6.15033e-06 -4.59019e-07 1.02378e-05 1.64109e-06 1.12474e-05 -2.64456e-06 1.50257e-05 -1.96886e-05 5.21341e-05
internal_weight=0 3098 3071 2855 216 2819 2799 2764 2744 2724 2697 2353 40 2313 53 344 319 2260 54 2206 299 277 249 212 187 167 140 120 62 58
internal_count=3121 3098 3071 2855 216 2819 2799 2764 2744 2724 2697 2353 40 2313 53 344 319 2260 54 2206 299 277 249 212 187 167 140 120 62 58
is_linear=0
shrinkage=0.1


Tree=3584
num_leaves=31
num_cat=0
split_feature=156 474 160 474 1446 471 154 473 12 4 132 1203 1185 50 12 12 401 1210 43 0 13 4 52 42 0 12 15 3 43 15
split_gain=6.61921e-06 1.01155e-05 3.2391e-05 6.69918e-06 9.57112e-06 6.15579e-06 8.42745e-06 1.86896e-05 6.19381e-06 9.93845e-06 6.3794e-06 0.000156742 8.81692e-05 3.40768e-05 6.46987e-06 4.39669e-05 2.80238e-05 4.732e-05 2.18431e-05 3.28177e-05 1.5107e-05 2.84858e-05 1.82515e-05 1.47576e-05 1.79214e-05 1.46201e-05 1.79458e-05 1.45631e-05 2.86993e-05 9.68508e-06
threshold=0.3248100000000001 0.11381000000000001 -0.046074999999999991 0.11085000000000002 -0.093534999999999993 0.10277000000000001 0.084190000000000001 -1.0000000180025095e-35 0.23631000000000002 0.63113500000000011 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.097145000000000023 0.096525000000000014 -0.06959499999999999 1.0000000180025095e-35 -0.50216499999999986 0.10455500000000001 -0.010094999999999998 -0.064054999999999987 0.061605000000000007 -0.095859999999999987 -0.080869999999999984 0.096210000000000004 0.013270000000000002 -0.13309499999999996 -0.050459999999999998 0.094810000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -6 9 10 11 13 -12 -9 15 25 -16 18 -18 20 21 -20 -23 -22 -25 29 -27 -26 -29 -14
right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11 12 -13 14 -15 16 -17 17 -19 19 -21 23 22 -24 24 27 26 -28 28 -30 -31
leaf_value=6.9065802563272882e-05 -5.3448196084228472e-05 -3.4592953455682039e-05 0.00014124400011496617 -5.6559529427128533e-05 -9.748830510943663e-05 5.4953451071924062e-05 6.3985872405964979e-05 1.2830831919660235e-06 -5.5954306112653292e-05 5.9177186143902619e-05 -0.00020137357708087871 0.00026870708296138963 -1.0915672670021909e-06 -0.00013671302948750963 6.8184598002027586e-05 0.00011131465308709368 8.6552532905313594e-05 -0.00017054032767191529 0.00012310002337991528 -0.00012869402611977423 2.1492664174210015e-05 1.8980346308514723e-05 -7.9054834408452738e-05 -0.00013128856925981208 4.2157637554654771e-05 6.984822634876764e-06 -0.00012697721969743726 -6.0561442692035243e-07 -0.0001263251006700254 2.1933402189714443e-05
leaf_weight=20 23 22 20 21 20 20 20 170 20 28 22 22 2005 20 39 36 21 20 21 25 42 79 25 21 22 20 20 46 30 201
leaf_count=20 23 22 20 21 20 20 20 170 20 28 22 22 2005 20 39 36 21 20 21 25 42 79 25 21 22 20 20 46 30 201
internal_value=0 3.96807e-07 4.91389e-05 -2.73078e-07 1.16384e-07 -3.40992e-07 -7.10237e-07 -1.14517e-06 -4.93101e-07 -1.15171e-07 -6.8627e-07 1.60161e-05 -2.00015e-06 -1.32428e-05 -3.59217e-07 1.67726e-06 -1.22447e-05 -2.11559e-05 -1.21569e-05 -1.88221e-05 -9.21795e-06 1.68654e-05 -4.5858e-06 -2.9469e-05 -4.74555e-05 -8.00652e-08 -5.99962e-05 -2.94913e-05 -5.02317e-05 1.00636e-06
internal_weight=0 3098 42 3056 3035 3015 2995 2975 2955 2935 2907 212 2695 190 2673 2282 391 352 332 311 286 125 104 161 119 2246 40 98 76 2206
internal_count=3121 3098 42 3056 3035 3015 2995 2975 2955 2935 2907 212 2695 190 2673 2282 391 352 332 311 286 125 104 161 119 2246 40 98 76 2206
is_linear=0
shrinkage=0.1


Tree=3585
num_leaves=31
num_cat=0
split_feature=1212 1212 12 158 1213 1213 12 129 400 4 4 1209 402 15 52 160 1446 160 481 481 403 42 1210 3 1209 1213 402 402 402 1185
split_gain=5.85118e-06 6.26293e-05 2.76093e-05 2.11217e-05 1.34532e-05 3.29265e-05 2.63753e-05 1.55293e-05 1.74671e-05 1.49387e-05 2.18553e-05 1.28309e-05 3.82822e-05 4.14823e-05 6.53623e-05 1.01253e-05 2.58364e-05 2.034e-05 1.35987e-05 1.34923e-05 4.59314e-05 3.81269e-05 1.77597e-05 9.0001e-05 2.2886e-05 1.50577e-05 3.05056e-05 1.83172e-05 2.34153e-05 1.65263e-05
threshold=0.087505000000000013 0.086920000000000011 0.083785000000000012 0.10398500000000001 -0.086179999999999993 -0.14366999999999999 0.085635000000000003 0.080675000000000011 -0.064794999999999978 -0.064054999999999987 -0.077679999999999985 0.08456000000000001 -0.087759999999999991 0.085465000000000013 0.088785000000000017 -0.54913999999999985 0.037915000000000011 -0.53908999999999996 -0.24133999999999997 -0.087424999999999989 -0.55327499999999985 0.085010000000000016 -0.078184999999999991 -0.083154999999999993 -0.084629999999999997 0.104315 -0.0065149999999999991 -0.45015499999999992 -0.41596499999999997 -0.087384999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -2 4 5 -4 -6 8 -8 10 -10 15 13 -13 -15 16 -1 -17 -19 21 -21 -20 23 -22 -24 27 -27 -26 -29 -30
right_child=2 -3 3 -5 6 -7 7 -9 9 -11 -12 12 -14 14 -16 17 -18 18 19 20 22 -23 24 -25 25 26 -28 28 29 -31
leaf_value=-2.7806072102976033e-05 0.00012414833091454404 -0.00015892168506979944 -2.7547258560680637e-05 -8.4428311068525863e-05 -0.00010015926153838255 0.00014973736887523875 0.00011246920449511063 -4.8587690801772021e-05 -2.708075472972788e-06 -5.312431562924758e-05 0.00010194763321299933 8.6172540084755213e-05 0.00014844382338038566 -0.00017340736461240644 7.1369028883054857e-05 -9.3691162571000561e-05 0.00012051233969269442 8.0930944868669037e-05 9.2831408485500633e-06 0.00014310780458221087 -0.00021347616156245668 -0.00016129492309119089 8.601430919952691e-05 5.28128783723029e-05 -7.835345985464907e-05 3.2062250893036638e-05 -0.00012101225664082449 0.00010540394694197901 8.9859055005945269e-05 -1.4294639812874363e-06
leaf_weight=24 21 25 20 24 22 22 22 30 56 25 31 33 23 24 20 24 23 20 38 22 22 20 30 30 30 23 30 21 20 2346
leaf_count=24 21 25 20 24 22 22 22 30 56 25 31 33 23 24 20 24 23 20 38 22 22 20 30 30 30 23 30 21 20 2346
internal_value=0 -1.34055e-06 1.3985e-05 4.80477e-06 1.41977e-05 6.53161e-05 2.65486e-06 1.6447e-05 3.1007e-05 1.50055e-05 3.4583e-05 5.49589e-08 3.52351e-05 1.41945e-06 -6.21454e-05 -1.237e-06 4.47753e-05 -2.04514e-06 -1.21576e-06 -1.83998e-06 -7.65224e-07 -4.95369e-05 -2.00551e-06 -5.98479e-05 -8.02388e-07 -1.85684e-06 -5.45837e-05 -7.00646e-07 2.753e-07 -6.57794e-07
internal_weight=0 2848 273 252 228 42 186 164 134 112 87 2823 100 77 44 2723 47 2676 2652 2632 2574 58 2552 52 2500 2470 53 2417 2387 2366
internal_count=3121 2848 273 252 228 42 186 164 134 112 87 2823 100 77 44 2723 47 2676 2652 2632 2574 58 2552 52 2500 2470 53 2417 2387 2366
is_linear=0
shrinkage=0.1


Tree=3586
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 12 51 51 4 48 51 484 12 50 43 472 1212 474 1452 42 51 12 150 1375 1452 43 159 10 4 0 9
split_gain=5.58408e-06 3.09556e-05 1.88896e-05 5.45263e-06 1.40569e-05 5.44806e-06 1.38355e-05 1.53704e-05 2.40821e-05 2.31969e-05 1.60028e-05 1.97977e-05 3.42549e-05 3.20283e-05 1.03744e-05 1.02553e-05 9.97265e-06 9.09817e-06 1.06925e-05 9.02988e-06 8.96998e-05 5.11768e-05 1.93368e-05 1.1729e-05 3.26343e-05 1.38973e-05 1.17425e-05 4.84093e-05 0.000148445 1.18684e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23647499999999996 0.23631000000000002 0.10501000000000001 0.11218000000000002 0.033845000000000007 0.10096000000000001 0.14330000000000001 -0.070054999999999992 0.09320500000000001 0.11875500000000001 -1.0000000180025095e-35 -0.38234499999999999 0.15049500000000002 0.12103000000000001 0.11609000000000001 0.12961500000000001 0.092545000000000016 0.088245000000000004 0.092010000000000022 0.10283000000000002 0.086765000000000023 -0.083269999999999997 0.13255000000000003 -0.011559999999999999 0.053180000000000012 -0.10096999999999999 0.092235000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 14 -7 8 10 -10 -8 13 -13 -12 -5 16 17 18 19 22 21 -21 23 25 -25 26 27 -16 -29 -28
right_child=1 3 -4 4 -6 6 7 -9 9 -11 11 12 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=-4.4311489279071121e-06 0.00012214156768528656 -5.174454658117611e-05 -9.3677125577987344e-05 -7.3068733545369479e-05 8.0277966877805417e-05 7.1498922726378729e-05 -7.6138512467266019e-05 -5.6109009747160599e-05 0.00015574071909386911 1.5606495960835473e-05 -2.7245228000083446e-06 -0.00012368479131154067 5.2965497681205829e-05 0.00015226329412143969 -0.0001267111604517725 -7.2094578717951671e-05 6.8420990196283962e-05 6.4770266198181721e-05 -5.7023565472370723e-05 -0.00018495603563320457 0.00011831256103435479 1.7766692217264793e-05 9.1787977789467931e-05 6.3666625390562169e-05 -8.0822678218181763e-05 6.2575785139213426e-05 2.2953995259926434e-06 0.00023765837962855588 -0.00011405777637264691 -5.8136123169044198e-05
leaf_weight=195 21 20 27 20 22 36 26 35 21 27 40 23 21 20 35 20 21 21 34 33 26 20 23 22 54 36 2139 20 30 33
leaf_count=195 21 20 27 20 22 36 26 35 21 27 40 23 21 20 35 20 21 21 34 33 26 20 23 22 54 36 2139 20 30 33
internal_value=0 1.17052e-06 -1.52854e-05 2.8783e-07 6.51947e-07 3.42558e-08 1.41618e-05 4.471e-06 1.63828e-05 7.69152e-05 -5.96762e-06 1.15751e-05 -3.93744e-05 4.89381e-05 -1.32553e-06 -7.66561e-07 -2.06466e-07 -7.77003e-07 -1.3265e-06 -5.60131e-07 -3.38239e-05 -0.000108457 5.38463e-07 -3.47454e-07 -3.89968e-05 9.33554e-07 -4.96627e-08 -3.65113e-05 2.66287e-05 1.37724e-06
internal_weight=0 2899 222 2878 2858 2836 249 213 178 48 130 104 44 60 2587 2567 2547 2526 2505 2471 79 53 2392 2369 76 2293 2257 85 50 2172
internal_count=3121 2899 222 2878 2858 2836 249 213 178 48 130 104 44 60 2587 2567 2547 2526 2505 2471 79 53 2392 2369 76 2293 2257 85 50 2172
is_linear=0
shrinkage=0.1


Tree=3587
num_leaves=31
num_cat=0
split_feature=12 130 151 1373 150 15 1348 447 147 49 1374 1 1 1 1 1 0 1 1 12 1210 1 1 3 393 16 49 402 16 12
split_gain=5.50764e-06 9.88171e-06 5.1731e-06 6.35379e-06 1.32162e-05 3.55164e-05 1.72781e-05 1.36068e-05 3.10988e-05 1.50522e-05 1.10253e-05 1.03871e-05 0.000254393 0.000102516 7.93238e-05 7.28595e-05 3.37861e-05 3.04912e-05 2.93092e-05 5.67634e-05 2.15064e-05 2.47935e-05 2.03498e-05 2.6771e-05 2.32139e-05 1.74196e-05 7.12186e-05 4.99966e-05 6.7088e-05 2.49069e-05
threshold=0.23631000000000002 -0.22461999999999996 0.29373000000000005 -1.0000000180025095e-35 0.12416000000000001 -0.037864999999999989 -0.047944999999999995 0.089595000000000022 0.094705000000000011 -0.048674999999999989 -0.094929999999999987 0.091535000000000019 0.09202500000000001 0.092845000000000025 0.093400000000000025 0.094090000000000021 -0.23001499999999997 0.091095000000000023 0.096255000000000021 0.095175000000000023 -0.42132499999999995 0.090405000000000013 0.089370000000000019 -0.083154999999999993 0.11170000000000001 -0.0094449999999999968 0.11136000000000001 0.10874500000000002 -0.0083599999999999976 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 8 10 -9 -8 16 -13 -14 -15 -16 -12 20 19 -17 -18 22 24 -24 25 26 29 28 -27 -22
right_child=-2 2 -4 4 5 -7 7 9 -10 -11 11 12 13 14 15 18 17 -19 -20 -21 21 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=6.0594816777329131e-05 -4.8754265975256442e-05 -5.1774146656195322e-05 4.7079928955771845e-05 -9.3572858932020606e-05 0.00014894753770758622 -2.7458666765596722e-05 -7.4397886869519432e-05 1.0687477975137115e-05 -0.00012553825014038011 0.00011786596644014935 9.8861352966491105e-05 -0.00036142966033366977 0.00018413367852817514 -0.00019023998133691392 0.00016972505898138479 -0.00016200321333599278 0.00010172719997908211 0.00012521264150564093 -1.7415147179118857e-06 3.5564816551833738e-05 3.9825260902985481e-05 -8.4653253176892419e-05 0.00014699166045333684 -1.6144919855934052e-06 -8.5995777654686894e-05 -0.00018195985345907201 0.0001956528535083635 0.00012349135682038299 -1.1271648681628623e-05 -1.1369040122834905e-06
leaf_weight=27 23 24 23 20 21 25 20 38 20 20 37 20 29 23 24 33 21 20 751 26 176 34 22 27 31 24 20 26 568 948
leaf_count=27 23 24 23 20 21 25 20 38 20 20 37 20 29 23 24 33 21 20 751 26 176 34 22 27 31 24 20 26 568 948
internal_value=0 3.61969e-07 -1.67593e-07 -5.2412e-07 -1.17374e-07 5.30746e-05 -9.39009e-07 -3.12682e-07 -1.27185e-06 4.76456e-05 -4.08886e-07 1.0852e-07 -8.74187e-06 -7.80519e-07 -7.03783e-06 -1.98549e-06 4.21213e-06 2.38531e-06 -7.07321e-06 -7.49393e-05 1.09034e-06 -3.61909e-08 1.52569e-06 6.51066e-05 -2.11884e-07 1.29737e-06 8.60535e-06 -1.22307e-05 -1.81914e-05 5.2771e-06
internal_weight=0 3098 3071 3048 3024 46 2978 2958 2900 58 2880 2860 906 886 857 834 1954 1917 810 59 1897 1876 1842 49 1793 1762 1144 618 592 1124
internal_count=3121 3098 3071 3048 3024 46 2978 2958 2900 58 2880 2860 906 886 857 834 1954 1917 810 59 1897 1876 1842 49 1793 1762 1144 618 592 1124
is_linear=0
shrinkage=0.1


Tree=3588
num_leaves=31
num_cat=0
split_feature=1429 156 156 155 1428 130 12 154 1456 1429 483 158 481 3 159 160 12 158 158 159 4 0 1455 4 1 131 13 4 3 484
split_gain=5.54901e-06 1.33738e-05 1.03828e-05 8.54484e-06 6.41094e-06 5.40628e-06 1.31556e-05 5.93644e-06 7.16032e-06 1.28228e-05 7.73532e-06 6.01541e-06 2.5885e-05 2.01122e-05 3.09433e-05 2.27936e-05 2.19681e-05 1.19768e-05 2.27257e-05 1.8129e-05 2.39143e-05 1.7772e-05 1.12629e-05 2.77181e-05 9.61886e-06 8.66517e-06 2.65468e-05 2.83953e-05 1.30145e-05 9.04134e-06
threshold=0.12521000000000002 0.3248100000000001 0.14171000000000003 0.11562500000000002 -0.018864999999999996 -0.23647499999999996 0.23631000000000002 0.085530000000000009 0.11510000000000002 0.11023000000000001 -0.47181499999999993 0.10380000000000002 -0.085749999999999979 -0.086554999999999979 0.10713500000000002 -0.016279999999999996 0.088305000000000008 0.085030000000000008 0.082560000000000008 0.086495000000000016 -0.013514999999999998 -0.08824499999999999 -0.088874999999999982 -0.020529999999999996 0.098220000000000016 0.11684000000000001 -0.0097949999999999982 -0.064054999999999987 -0.085274999999999976 -0.23687999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 9 10 -7 17 -13 16 24 -16 -14 18 22 20 -19 -21 23 -12 -15 29 27 -27 -28 -24
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 -11 11 12 13 14 15 -17 -18 19 -20 21 -22 -23 25 -25 -26 26 28 -29 -30 -31
leaf_value=4.0542843710985231e-05 5.2504542381939252e-05 -7.9870756599120804e-05 6.3129653706430253e-05 -4.7455987039843182e-05 -5.2082832771702671e-05 5.6393974409729709e-05 7.7125593915380625e-05 -5.478846706182594e-05 4.2440202256936277e-05 -8.049007763474947e-05 -0.00013095385260054502 -0.0001259139484318439 0.00012593610909312876 -0.00014455569831625325 8.5408628149673829e-05 -4.3364981788077527e-05 -2.0505031607171989e-05 0.00015717957409963545 -0.00010461728920095734 4.1302352682822215e-05 2.2901377735075183e-05 -5.7288097719499618e-05 4.8667049271148861e-05 2.0258117244035628e-05 -4.7654538329446776e-05 0.00017202243191907958 4.5624841277458472e-05 5.5315527788479818e-06 -5.7842495716026719e-05 -1.1542369017480911e-06
leaf_weight=39 20 21 26 38 20 24 22 20 39 20 22 20 21 20 27 28 20 21 21 41 36 33 37 27 21 21 20 20 31 2345
leaf_count=39 20 21 26 38 20 24 22 20 39 20 22 20 21 20 27 28 20 21 21 41 36 33 37 27 21 21 20 20 31 2345
internal_value=0 -3.38624e-07 2.03641e-07 -3.32075e-07 2.61661e-07 -2.6604e-07 8.4429e-08 -4.93052e-07 -1.20527e-07 -6.97672e-07 -1.38902e-07 -6.17994e-07 -1.96418e-05 -4.12765e-06 -2.91671e-05 1.98512e-05 5.45014e-05 4.98545e-07 -1.01985e-06 2.99856e-05 7.23723e-05 -2.66366e-06 -1.57566e-07 -4.7633e-05 -9.49234e-05 7.82731e-07 3.08965e-05 9.08074e-05 -1.72671e-05 -3.80355e-07
internal_weight=0 3101 3080 3054 3016 2977 2957 2935 2915 2876 2856 2832 157 137 96 55 41 2675 2544 131 57 74 2523 49 41 2474 92 41 51 2382
internal_count=3121 3101 3080 3054 3016 2977 2957 2935 2915 2876 2856 2832 157 137 96 55 41 2675 2544 131 57 74 2523 49 41 2474 92 41 51 2382
is_linear=0
shrinkage=0.1


Tree=3589
num_leaves=31
num_cat=0
split_feature=12 15 159 33 390 16 129 15 3 2 13 16 16 4 2 2 2 1 1 2 2 15 2 4 0 15 3 39 3 12
split_gain=6.03372e-06 1.01343e-05 1.63891e-05 6.43344e-06 5.88057e-06 9.31567e-06 8.18825e-06 5.65957e-06 7.74539e-06 2.72206e-05 2.44486e-05 1.70865e-05 2.08134e-05 1.70103e-05 3.72882e-05 3.08086e-05 2.73635e-05 2.54841e-05 7.86501e-05 5.44855e-05 4.29656e-05 2.58119e-05 2.77821e-05 3.41411e-05 2.04466e-05 2.64878e-05 1.23434e-05 4.82938e-05 2.66241e-05 1.64133e-05
threshold=0.23631000000000002 -0.5556049999999999 0.10569000000000002 -0.009184999999999997 0.087590000000000015 -0.087484999999999993 -1.0000000180025095e-35 -0.49307999999999996 -1.0000000180025095e-35 -0.0050599999999999994 -0.16152999999999998 -0.5335399999999999 -0.5435399999999998 0.076415000000000025 0.10467500000000002 0.083795000000000022 0.08622500000000001 0.10205500000000002 0.096125000000000016 0.11215000000000001 0.11728500000000001 -0.092489999999999989 0.090790000000000023 -0.080744999999999997 -0.073309999999999986 -0.14712999999999996 -0.011549999999999998 0.084020000000000011 -0.013929999999999998 -0.095379999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -5 -8 10 -10 -9 12 -11 15 -15 -13 -17 18 21 -19 -21 -18 -23 -24 25 -16 28 -28 -12 -29
right_child=-2 3 -4 4 5 -7 7 8 9 11 26 13 -14 14 24 16 17 19 -20 20 -22 22 23 -25 -26 -27 27 29 -30 -31
leaf_value=-7.684429571478784e-06 -5.1029621966375527e-05 -4.8904891904115814e-05 0.00011488528820336797 -6.4186043664449252e-05 8.6874999942665462e-05 -4.6897593419998887e-06 -3.9958941592236187e-05 -0.00010916980667215762 0.00011843091333107821 6.1759486827993126e-06 -4.982147408263708e-07 -0.00010760959473069914 -0.00012739079182210844 0.0001635945652114143 0.00010693327073697998 0.00010235562249676902 -9.1523062448166983e-05 0.000171972905463522 -0.00019361644768309816 -0.00011793953371639162 4.4826002641374628e-05 0.00011580738549431165 5.1506451951094541e-05 -0.00011227737858462208 -5.0687775390166473e-05 -3.1212881090734463e-05 -0.00015256702340243815 5.9796693983571464e-05 9.5917234761271116e-05 -3.3054643541192414e-05
leaf_weight=24 23 27 20 20 20 25 35 21 23 28 2311 24 20 22 35 29 21 23 24 23 55 27 35 20 29 23 26 32 29 47
leaf_count=24 23 27 20 20 20 25 35 21 23 28 2311 24 20 22 35 29 21 23 24 23 55 27 35 20 29 23 26 32 29 47
internal_value=0 3.78847e-07 4.80291e-05 -3.07666e-07 1.25807e-07 3.60057e-05 -4.15639e-07 1.49507e-08 4.92944e-07 1.23905e-05 -1.73121e-06 6.82213e-06 -4.94769e-05 1.37512e-05 4.72835e-05 7.44054e-07 1.08627e-05 -7.74578e-07 -3.0589e-05 3.67148e-05 -3.16896e-06 7.39799e-06 3.27314e-05 -8.0513e-06 1.78715e-05 5.21512e-05 -8.08422e-07 -3.43506e-05 6.96678e-07 4.55602e-06
internal_weight=0 3098 44 3054 3027 45 2982 2962 2927 461 2466 438 48 390 109 281 257 228 127 101 78 103 82 55 87 58 2445 105 2340 79
internal_count=3121 3098 44 3054 3027 45 2982 2962 2927 461 2466 438 48 390 109 281 257 228 127 101 78 103 82 55 87 58 2445 105 2340 79
is_linear=0
shrinkage=0.1


Tree=3590
num_leaves=31
num_cat=0
split_feature=44 158 97 34 10 9 8 96 9 147 49 447 0 1426 3 4 3 2 2 475 3 2 1211 1203 4 43 40 15 123 2
split_gain=5.54873e-06 1.99376e-05 5.90169e-06 1.13203e-05 4.62165e-05 2.20576e-05 3.06854e-05 1.40063e-05 1.23e-05 6.57864e-06 3.27841e-05 1.49462e-05 7.1785e-06 7.03406e-06 6.71563e-06 4.74523e-05 8.6308e-05 3.15515e-05 3.14519e-05 3.0862e-05 2.30879e-05 2.09534e-05 1.84442e-05 2.37591e-05 1.74696e-05 1.75159e-05 2.7958e-05 2.23958e-05 2.23314e-05 2.05548e-05
threshold=0.099360000000000018 -0.47356499999999996 -0.086464999999999986 -0.057544999999999992 0.0036750000000000007 0.091905000000000014 0.089885000000000007 0.083725000000000008 0.081890000000000004 0.095485000000000014 -0.043469999999999995 0.089395000000000016 -0.24955499999999997 -0.094284999999999994 -0.081054999999999974 -0.078629999999999992 -0.080104999999999996 0.097070000000000004 0.090790000000000023 -0.024084999999999999 -0.080734999999999987 0.10613000000000002 0.11048500000000001 0.088820000000000024 -0.077834999999999988 -0.24021999999999996 -0.083564999999999987 -0.084564999999999987 0.087505000000000013 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 8 -7 -4 9 11 -11 12 -5 -14 22 16 -16 18 -18 -19 -17 -21 23 -15 -22 27 28 -26 -27 -28
right_child=-2 2 3 5 -6 6 -8 -9 -10 10 -12 -13 13 14 15 20 17 19 -20 21 24 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=8.599134420769083e-05 -4.0787942403271286e-05 -5.0783362593906728e-05 -7.3346657154615974e-05 5.6617829620170769e-05 0.00015695501614296204 -0.00016279360563657976 -6.1540557518518265e-07 2.7410462034576749e-05 6.9996807083953175e-05 -2.2572135109127174e-05 0.00013633858019602486 -6.3419883850943535e-05 5.4340228645900348e-05 4.1379350345259088e-06 -0.00019006096007541528 9.2613112024587797e-05 -2.4773187300413662e-05 -7.7631443370288863e-05 -0.0001735840956644097 0.00014341003200873576 8.1680968170985593e-05 1.6364383811699502e-05 8.1165900016155027e-05 -7.503397668747662e-05 0.00013043895901732454 -0.00012508645375098294 1.3764552762769672e-05 -7.9021172059583481e-06 4.2143910832237452e-06 -1.514753439286724e-05
leaf_weight=27 33 23 22 22 23 20 28 37 25 37 20 38 23 1349 37 27 49 21 20 21 25 34 30 39 22 34 461 25 22 527
leaf_count=27 33 23 22 22 23 20 28 37 25 37 20 38 23 1349 37 27 49 21 20 21 25 34 30 39 22 34 461 25 22 527
internal_value=0 4.3587e-07 -3.18785e-07 6.32709e-08 3.67137e-05 -9.5342e-07 -6.81897e-05 -1.016e-05 1.56394e-07 -4.49228e-07 3.3186e-05 -1.12765e-06 -2.78613e-07 -7.31151e-07 -1.19292e-06 -6.31164e-06 -5.37367e-05 -1.89505e-05 -6.79068e-05 2.54966e-05 1.23987e-06 6.48727e-05 3.59007e-06 1.91336e-06 -9.70776e-07 -2.86472e-06 -5.55317e-06 5.68533e-05 -7.42897e-05 -1.65718e-06
internal_weight=0 3088 3061 3038 82 2956 48 59 2908 2883 57 2826 2788 2766 2743 1325 182 145 69 76 1143 55 1418 1388 1116 1091 1044 47 56 988
internal_count=3121 3088 3061 3038 82 2956 48 59 2908 2883 57 2826 2788 2766 2743 1325 182 145 69 76 1143 55 1418 1388 1116 1091 1044 47 56 988
is_linear=0
shrinkage=0.1


Tree=3591
num_leaves=31
num_cat=0
split_feature=132 15 1185 50 1429 156 1429 129 2 394 391 3 3 12 12 403 2 133 41 1 33 3 4 130 39 39 40 0 3 2
split_gain=5.53115e-06 0.000145871 8.79846e-05 2.44279e-05 5.96919e-06 1.97962e-05 7.11124e-06 5.3091e-06 1.79629e-05 1.75867e-05 2.12619e-05 1.54277e-05 2.84733e-05 5.30895e-05 3.02447e-05 1.44119e-05 1.81435e-05 2.58805e-05 1.09531e-05 3.33732e-05 2.21833e-05 9.10745e-06 1.70156e-05 1.00627e-05 1.06301e-05 1.63141e-05 1.43902e-05 1.04075e-05 8.90987e-06 2.82748e-05
threshold=-0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.09227500000000001 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.083780000000000007 0.083385000000000015 -0.11103499999999998 -0.085594999999999991 -0.089519999999999988 -0.094874999999999987 0.089410000000000003 0.088615000000000013 -0.081224999999999992 0.10222000000000002 -0.095184999999999978 0.088180000000000008 0.085605000000000014 -1.0000000180025095e-35 -0.24190499999999995 -0.35136499999999998 -0.22699999999999995 0.10940500000000002 0.10308000000000002 -0.0095299999999999985 -0.046359999999999991 -0.090569999999999984 0.094095000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 -6 9 -9 -8 -11 12 13 -10 -14 -13 17 -17 20 -20 -12 22 -22 -23 25 28 27 -26 29 -25
right_child=2 -3 4 -5 5 -7 7 8 11 10 18 15 14 -15 -16 16 -18 -19 19 -21 21 23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-1.479765363050221e-06 -0.00020037945082136007 0.00023296078203808671 -5.4076066153356815e-05 -0.00010746989077597392 -5.1028050775467252e-05 9.9886845127912245e-05 9.2584429739872587e-05 7.6789404689547023e-05 -6.7489618979756221e-05 -0.00010425664921058342 8.8753191344689451e-05 -3.2466048678396611e-05 -4.3695699241652623e-06 0.00013851603395199742 -0.00017827955016400666 -8.3351574539847215e-06 -9.6913657697379155e-06 0.00013426446489445099 -0.0001441359578166157 1.5323009200593723e-05 -8.5424366304376982e-05 -7.0444583179778426e-05 2.4550246384554459e-05 -2.6167148150049271e-06 0.00012893289409475982 -9.0307125137769627e-05 -1.4736904769710363e-05 2.8137728285011171e-05 -2.3674799572688523e-06 5.881426513951738e-05
leaf_weight=167 22 27 20 25 27 20 20 39 29 20 28 31 20 22 20 20 35 35 21 35 34 20 24 268 20 20 29 21 1898 104
leaf_count=167 22 27 20 25 27 20 20 39 29 20 28 31 20 22 20 20 35 35 21 35 34 20 24 268 20 20 29 21 1898 104
internal_value=0 1.53245e-05 -1.15647e-06 -1.52806e-05 3.65371e-07 7.46081e-07 4.79064e-08 5.38148e-07 1.44178e-05 -8.21645e-07 -1.55655e-06 2.94377e-06 -2.8163e-05 2.13756e-05 -9.13246e-05 2.63381e-05 4.65928e-05 8.24101e-05 -7.42113e-07 -4.44741e-05 2.50989e-07 -7.65443e-07 -3.99176e-05 1.88686e-07 7.87273e-07 -3.8612e-07 3.9174e-05 7.73061e-05 4.06135e-07 1.45575e-05
internal_weight=0 219 2902 192 2880 2860 2840 2813 251 2562 2542 212 91 51 40 121 90 55 2522 56 2466 2438 58 2380 2360 2290 70 41 2270 372
internal_count=3121 219 2902 192 2880 2860 2840 2813 251 2562 2542 212 91 51 40 121 90 55 2522 56 2466 2438 58 2380 2360 2290 70 41 2270 372
is_linear=0
shrinkage=0.1


Tree=3592
num_leaves=31
num_cat=0
split_feature=130 40 12 0 12 0 12 0 2 12 393 142 11 1 2 49 150 48 457 2 51 16 51 131 15 159 1348 447 47 13
split_gain=5.3358e-06 1.1346e-05 7.697e-06 1.83973e-05 9.36791e-06 1.14285e-05 8.0448e-06 1.75494e-05 3.10169e-05 1.17329e-05 7.73327e-06 7.53673e-06 1.52759e-05 1.00633e-05 8.80087e-06 1.4889e-05 1.15518e-05 1.86209e-05 2.05037e-05 2.05331e-05 1.00502e-05 1.32829e-05 1.77777e-05 1.2764e-05 1.49769e-05 1.15783e-05 9.91159e-06 1.57835e-05 1.09722e-05 8.55834e-06
threshold=-0.23123999999999997 -0.24290999999999999 0.12477500000000001 -0.04917499999999999 0.11586 -0.061629999999999997 0.10866500000000003 -0.074229999999999977 0.113445 0.10711000000000002 0.12679500000000002 -0.057499999999999989 -0.014494999999999999 0.15799000000000005 0.12299 0.15021500000000002 -0.15178999999999995 0.12649500000000002 0.41022000000000008 0.11824000000000001 -0.23938999999999996 -0.50690499999999983 0.13831000000000002 0.089325000000000015 -0.45963999999999994 0.078675000000000009 0.087500000000000008 0.091515000000000013 0.12119500000000001 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -6 9 -8 -9 10 11 -3 -13 14 16 20 -14 18 19 26 -16 -22 23 24 -23 -26 27 28 29 -18
right_child=1 2 3 -5 5 -7 7 8 -10 -11 -12 12 13 -15 15 -17 17 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.7987695933957387e-05 -7.5432119410834281e-05 6.0585253104363806e-05 8.0523785781176565e-05 -1.9234682582060084e-05 -8.1313908547951634e-05 1.4230508809088774e-05 -2.2083459066962885e-05 0.00013373639160514964 -1.8784703964532434e-05 -5.8396963327790477e-05 6.1821195777156398e-05 -8.4020123011379673e-05 7.242834908538498e-05 -6.7724044492933905e-05 9.4105684430750066e-05 -6.1854853847762576e-05 -2.3724233184927065e-05 -8.4647265154031901e-05 8.8953991595190033e-05 -7.4049394289688324e-05 7.5267082000729201e-05 -0.00010427136083308142 8.767630318867636e-05 5.6862424356619491e-05 -3.9774196137351771e-05 4.6376911408375383e-05 5.6214162420171002e-05 -9.0087869434682947e-05 -6.8150519261204554e-05 1.3568637055945505e-06
leaf_weight=23 20 20 38 36 31 21 39 30 24 35 20 22 21 22 21 20 145 27 25 39 35 20 22 22 39 26 30 20 24 2204
leaf_count=23 20 20 38 36 31 21 39 30 24 35 20 22 21 22 21 20 145 27 25 39 35 20 22 22 39 26 30 20 24 2204
internal_value=0 -3.56261e-07 1.31561e-07 3.19926e-05 -6.53299e-07 -4.27287e-05 8.78658e-08 2.90323e-05 6.59492e-05 -8.53664e-07 -1.40485e-07 -5.82437e-07 -1.02186e-06 -3.60759e-07 1.80114e-07 2.01098e-05 -1.43155e-06 -2.04852e-06 -1.15179e-06 -2.06676e-06 2.89708e-05 2.06304e-05 5.80644e-06 -1.10266e-05 -2.85979e-05 -5.31375e-06 -9.08143e-07 -1.62426e-06 -8.78676e-07 -1.91352e-07
internal_weight=0 3098 3078 74 3004 52 2952 93 54 2859 2824 2804 2784 2762 2740 205 2535 2514 2487 2462 185 164 129 107 85 65 2423 2393 2373 2349
internal_count=3121 3098 3078 74 3004 52 2952 93 54 2859 2824 2804 2784 2762 2740 205 2535 2514 2487 2462 185 164 129 107 85 65 2423 2393 2373 2349
is_linear=0
shrinkage=0.1


Tree=3593
num_leaves=31
num_cat=0
split_feature=10 0 16 11 9 10 16 16 9 16 44 158 52 13 4 52 4 4 4 1455 393 52 1208 1208 15 13 43 13 43 16
split_gain=5.19095e-06 6.32208e-05 1.89341e-05 1.43377e-05 1.21562e-05 8.81757e-06 8.63975e-05 7.02343e-05 1.29012e-05 9.39743e-06 7.55935e-06 1.6377e-05 6.03432e-06 1.83284e-05 4.17895e-05 7.71245e-05 2.99614e-05 5.26974e-05 4.37099e-05 2.13978e-05 1.68355e-05 1.55632e-05 1.50537e-05 4.62628e-05 2.75127e-05 1.45153e-05 2.92141e-05 5.33835e-05 2.3992e-05 7.7513e-05
threshold=0.053330000000000009 -0.079829999999999998 -0.008069999999999999 -1.0000000180025095e-35 0.091905000000000014 -0.0093599999999999985 -0.056919999999999991 -0.084119999999999986 -0.036024999999999995 -0.40995499999999996 0.099360000000000018 -0.47356499999999996 0.091275000000000009 -0.10278499999999999 -0.090289999999999981 0.10473500000000001 -0.082769999999999982 -0.081224999999999978 -0.079329999999999984 -0.079434999999999992 0.12069000000000002 0.090245000000000006 0.10233500000000001 0.080860000000000015 0.090750000000000011 -0.085384999999999975 -0.082689999999999986 -0.014169999999999999 0.055925000000000009 -0.06421499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 7 9 -7 -5 11 -10 20 -14 15 -15 -16 -18 -19 -20 21 22 23 -13 -24 -21 27 -27 -28 -30
right_child=1 2 -4 4 -6 8 -8 -9 10 -11 -12 12 13 14 16 -17 17 18 19 25 -22 -23 24 -25 -26 26 28 -29 29 -31
leaf_value=7.6058721053414048e-05 -0.00016404046087384065 -1.263428493984975e-05 0.00011139781354359003 -8.1610712743807408e-06 -7.5802464908476751e-05 -7.3514030797620464e-05 0.00015249972505911057 -0.00019478982518194242 7.963870325161574e-05 7.976015444000951e-05 -4.9824344290148775e-05 8.4065708008120791e-07 4.7590299608308896e-05 -0.0002416783509199211 0.0001015200307010673 3.1388404750032351e-06 -0.0001391587969555985 0.00011230207913491364 -0.0001066776544824031 -4.3797279843147408e-05 9.3728069914504898e-05 7.5625019651072634e-05 0.00014102310046187736 -0.00015198276567389258 -1.8998902735554359e-05 0.00017786314914701508 -3.1784800316558717e-05 -5.2063832495774729e-07 -2.4788423702136101e-05 0.0002040243005103548
leaf_weight=25 23 32 20 31 21 24 37 20 26 20 30 2069 53 22 25 31 30 31 22 80 20 28 21 20 22 25 185 51 57 20
leaf_count=25 23 32 20 31 21 24 37 20 26 20 30 2069 53 22 25 31 30 31 22 80 20 28 21 20 22 25 185 51 57 20
internal_value=0 -2.59903e-05 3.50704e-05 6.39939e-07 1.58182e-08 5.46546e-07 2.8601e-05 -3.5966e-05 -5.01129e-07 2.63178e-05 1.09858e-07 6.37703e-07 -9.27468e-08 -8.69626e-06 -1.38486e-05 -9.84834e-05 -5.32073e-06 -1.06521e-05 -2.46697e-06 -1.0553e-05 2.40148e-06 1.55587e-06 5.83102e-07 -6.22468e-07 5.91514e-05 -5.49378e-06 3.57214e-06 5.81582e-05 -1.2262e-05 3.46435e-05
internal_weight=0 75 52 3046 3021 3000 108 71 2892 51 2868 2838 2812 632 579 53 526 501 471 440 2180 2160 2132 2089 43 418 338 76 262 77
internal_count=3121 75 52 3046 3021 3000 108 71 2892 51 2868 2838 2812 632 579 53 526 501 471 440 2180 2160 2132 2089 43 418 338 76 262 77
is_linear=0
shrinkage=0.1


Tree=3594
num_leaves=31
num_cat=0
split_feature=158 158 482 1 42 482 12 482 12 1366 50 133 3 43 157 1420 15 1419 482 484 12 52 484 1374 0 484 43 1 0 16
split_gain=6.59449e-06 6.2905e-06 8.48727e-06 4.61692e-05 3.74554e-05 2.71101e-05 4.57621e-05 2.46101e-05 1.74021e-05 9.23043e-06 7.82192e-06 3.14862e-05 3.46506e-05 1.6094e-05 1.46649e-05 1.02872e-05 2.06132e-05 1.37796e-05 1.54752e-05 1.07264e-05 2.9335e-05 5.91677e-05 2.84628e-05 2.60796e-05 6.35519e-05 3.89426e-05 8.92368e-05 2.27058e-05 1.22375e-05 2.38336e-05
threshold=-0.47382999999999992 -0.4686749999999999 0.098465000000000011 0.16540500000000002 0.095885000000000012 0.089745000000000005 0.08493500000000001 0.087870000000000018 0.088245000000000004 -0.078609999999999985 -0.099524999999999988 0.090665000000000009 -0.078084999999999988 -0.064334999999999989 0.63604500000000008 -0.08341999999999998 -0.085834999999999981 0.091465000000000005 0.085075000000000026 0.091180000000000011 0.083935000000000023 -0.013374999999999998 0.088135000000000005 0.088460000000000011 -0.10836499999999999 0.085595000000000018 -0.08231999999999999 0.10828500000000001 0.12500000000000003 0.62925500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 8 7 -7 9 -4 -3 11 12 -11 -14 15 16 -12 18 19 22 27 -22 23 25 -25 28 -27 -21 29 -17
right_child=1 2 4 -5 -6 6 -8 -9 -10 10 14 -13 13 -15 -16 17 -18 -19 -20 20 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-5.015190813887435e-05 4.8478470287389231e-05 4.3275420139995122e-05 -4.077801431776607e-05 0.0001362114016665146 -0.00015083109467468604 1.4186265723444247e-07 -0.00019048999088226994 0.00010641249390656331 6.3311681176479593e-05 -9.90902660435365e-05 -2.9192000947659839e-05 0.00010404213148961261 9.4264142507409618e-05 -2.0572134686201186e-05 -8.6880993912927812e-05 -1.3511039568145588e-06 0.00010701328322465997 -7.5629713161106345e-05 -8.8664832110225684e-05 -9.1249716826024706e-05 0.00020736099531032696 7.9695563094308295e-06 -0.0001020499570586253 3.2759417930113459e-05 -0.00020860325796093093 -2.8182917429314167e-05 0.00021953324719036643 3.6183247332168129e-05 4.085143196219301e-05 -9.2586768293805458e-05
leaf_weight=26 27 49 36 25 20 34 20 22 29 28 20 35 26 23 20 2260 25 25 20 27 22 46 28 24 20 33 26 29 67 29
leaf_count=26 27 49 36 25 20 34 20 22 29 28 20 35 26 23 20 2260 25 25 20 27 22 46 28 24 20 33 26 29 67 29
internal_value=0 4.21303e-07 -1.62514e-09 8.86224e-07 -3.11599e-05 -2.57498e-07 -7.04625e-05 1.04797e-06 5.662e-06 2.43658e-07 -5.00626e-07 2.53987e-05 -1.03483e-05 4.03614e-05 -1.56668e-06 -9.34953e-07 4.64776e-05 -1.73825e-06 -1.03613e-06 -3.64903e-07 2.83396e-05 7.24786e-05 -1.79609e-06 -6.54525e-07 -7.69509e-05 7.35554e-07 8.09801e-05 -2.52576e-05 -1.27397e-06 -2.50699e-06
internal_weight=0 3095 3068 2983 85 2958 54 2904 65 2882 2833 112 77 49 2721 2701 45 2656 2631 2611 124 68 2487 2459 44 2415 59 56 2356 2289
internal_count=3121 3095 3068 2983 85 2958 54 2904 65 2882 2833 112 77 49 2721 2701 45 2656 2631 2611 124 68 2487 2459 44 2415 59 56 2356 2289
is_linear=0
shrinkage=0.1


Tree=3595
num_leaves=31
num_cat=0
split_feature=158 482 482 1 43 121 124 44 148 447 483 45 158 160 2 13 1 0 1 14 0 150 0 51 1 0 43 159 51 51
split_gain=5.34154e-06 5.78855e-06 7.67344e-06 3.74721e-05 3.40273e-05 2.39463e-05 8.86164e-06 6.86742e-06 8.41987e-06 2.08134e-05 8.96635e-06 8.07171e-06 6.58672e-06 7.38834e-06 2.41573e-05 2.47586e-05 3.22903e-05 1.18401e-05 3.08977e-05 6.62806e-05 2.30338e-05 2.55214e-05 1.17609e-05 5.88315e-05 1.90572e-05 2.04076e-05 1.86835e-05 1.04226e-05 9.64336e-06 3.84227e-05
threshold=-0.47382999999999992 0.11816500000000001 0.098465000000000011 0.16540500000000002 -0.082064999999999985 -0.094339999999999993 0.14970500000000003 0.087770000000000015 -0.10069499999999999 0.094580000000000011 -0.47181499999999993 1.0000000180025095e-35 -0.25150999999999996 0.10908000000000002 0.10981000000000002 -0.073839999999999975 0.088975000000000012 -0.15599999999999997 0.088975000000000012 0.076975000000000002 -0.23001499999999997 1.0000000180025095e-35 -0.14116499999999996 0.081440000000000026 0.076935000000000017 -0.14723999999999998 -0.081289999999999987 0.11361500000000001 0.067785000000000012 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 7 8 -7 10 -10 12 -12 17 15 27 -17 18 19 -14 21 -20 23 24 -19 26 -26 -15 -24 -30
right_child=1 -3 4 -5 -6 6 -8 -9 9 -11 11 -13 13 14 -16 16 -18 22 20 -21 -22 -23 28 -25 25 -27 -28 -29 29 -31
leaf_value=-4.5136709825153682e-05 -9.9836435477603425e-05 4.2037346219964974e-05 -0.00012009415201006319 0.0001225902590667829 2.5945759989554063e-05 5.2165703588495184e-05 6.6795674083550697e-05 4.3411080201217881e-05 5.4123249816863495e-05 -8.8472723775710077e-05 -4.1731829440706003e-05 -6.4139629830606279e-05 0.00023380277598334943 2.4607471797415724e-05 6.3483906790049965e-05 -0.00018338758204861181 -9.6509280410828082e-06 7.8728857191051182e-05 1.847472376539372e-05 -6.3819325549519388e-06 3.5331705096552926e-05 -0.00014127950285910628 -1.2290371796575126e-06 -0.00016399995125679058 -0.00012498727318139256 5.0420468112861267e-05 5.4741096305189697e-06 -6.1675334291066977e-05 0.00012946519022339739 6.5647814434989887e-06
leaf_weight=26 24 33 27 25 39 30 20 36 30 27 38 20 20 42 26 23 20 26 20 27 64 20 2036 26 23 25 21 21 28 278
leaf_count=26 24 33 27 25 39 30 20 36 30 27 38 20 20 42 26 23 20 26 20 27 64 20 2036 26 23 25 21 21 28 278
internal_value=0 3.79178e-07 -6.9783e-08 6.73225e-07 -3.37978e-05 -3.52667e-07 4.57516e-07 4.23173e-09 -5.36289e-07 -1.08891e-06 -2.56394e-07 -8.38202e-07 -3.8345e-07 1.88742e-07 -2.28941e-05 -4.40811e-05 -0.00010258 1.35436e-06 2.85356e-05 9.58243e-05 -1.87372e-06 -6.14024e-05 -3.12047e-07 -3.07131e-05 5.76538e-06 -2.17281e-05 -6.27216e-05 -4.15346e-06 1.25863e-06 1.78106e-05
internal_weight=0 3095 3062 2996 66 2971 2947 2927 2891 2861 2834 2804 2784 2746 132 106 43 2614 151 47 104 40 2463 121 95 69 44 63 2342 306
internal_count=3121 3095 3062 2996 66 2971 2947 2927 2891 2861 2834 2804 2784 2746 132 106 43 2614 151 47 104 40 2463 121 95 69 44 63 2342 306
is_linear=0
shrinkage=0.1


Tree=3596
num_leaves=31
num_cat=0
split_feature=1 33 11 10 16 16 31 43 2 16 44 158 16 147 1 148 447 149 48 4 48 13 48 483 158 483 133 483 52 159
split_gain=5.62665e-06 5.45297e-06 6.59361e-06 8.03315e-06 0.000105912 5.58888e-05 8.3365e-06 1.82165e-05 9.11791e-06 5.32216e-05 6.93115e-06 1.6239e-05 6.30689e-06 6.11117e-06 2.4597e-05 1.32308e-05 8.39135e-06 6.20301e-06 6.50799e-06 3.87583e-05 2.0446e-05 1.98437e-05 9.53368e-06 7.8921e-06 2.19466e-05 2.00357e-05 2.07734e-05 1.54804e-05 1.25398e-05 1.14127e-05
threshold=0.16773500000000005 -0.009184999999999997 -1.0000000180025095e-35 -0.012054999999999998 -0.056919999999999991 -0.085589999999999986 -1.0000000180025095e-35 -0.081779999999999978 -0.0050599999999999994 -0.056919999999999991 0.099360000000000018 -0.47356499999999996 -0.49446999999999991 0.095485000000000014 0.10937500000000001 -0.098399999999999974 0.089635000000000006 0.080895000000000009 0.11270000000000001 0.033845000000000007 0.10911000000000001 -0.07743499999999999 0.10583500000000001 0.096460000000000018 -0.25150999999999996 0.10357500000000001 0.095000000000000015 0.08956500000000002 0.016565000000000003 -0.072599999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 12 7 -5 9 -8 11 -10 -4 15 -15 -13 17 18 20 -20 22 -21 23 24 -17 -25 28 -26 -27 -29
right_child=-2 2 3 6 -6 -7 8 -9 10 -11 -12 13 -14 14 -16 16 -18 -19 19 21 -22 -23 -24 25 27 26 -28 29 -30 -31
leaf_value=-4.136450237814232e-05 -4.9278194985716895e-05 -5.6442658178639255e-05 -1.0256268578814343e-05 8.1382397007884376e-06 0.00020281658902464327 -0.00017455130444432143 0.00012464335852655495 -0.00011427315053879283 7.93117259700711e-05 -7.4784845523738678e-05 -4.7674276405208127e-05 -7.0406619003430629e-05 5.7751459651626653e-05 0.00010354330297559501 -3.0404972168416233e-05 -8.1727385344600086e-05 6.4478190615773208e-05 -3.735154466186133e-05 0.00011060477088048014 4.3053060517195268e-05 -0.00010154834872082575 -7.8064123015557867e-05 6.4048383509266981e-05 9.2017649353692843e-05 4.25057047928708e-07 -1.7868913497901911e-05 -8.2314505561953411e-05 4.5046909508528189e-06 6.2127951634973348e-05 -9.1790994838447665e-05
leaf_weight=31 23 20 30 31 26 20 32 20 26 23 30 27 25 26 29 34 20 45 34 24 20 31 23 32 2285 36 23 20 43 32
leaf_count=31 23 20 30 31 26 20 32 20 26 23 30 27 25 26 29 34 20 45 34 24 20 31 23 32 2285 36 23 20 43 32
internal_value=0 3.65844e-07 7.87638e-07 1.16329e-06 2.88941e-05 -3.1399e-05 2.12571e-07 -3.98662e-05 9.18622e-07 4.12461e-05 1.37632e-07 6.4808e-07 2.06563e-05 -8.65663e-08 3.2916e-05 -7.51697e-07 -5.56638e-08 -5.36901e-07 9.13357e-08 2.66724e-05 -8.37125e-07 -2.5213e-05 -4.03595e-08 -6.28799e-07 -1.96318e-06 2.29817e-05 1.32341e-06 -8.02723e-07 2.56737e-05 -5.47542e-05
internal_weight=0 3098 3067 3047 101 75 2946 51 2895 55 2840 2810 55 2784 55 2729 2702 2682 2637 89 2548 55 2528 2505 2371 134 102 2337 79 52
internal_count=3121 3098 3067 3047 101 75 2946 51 2895 55 2840 2810 55 2784 55 2729 2702 2682 2637 89 2548 55 2528 2505 2371 134 102 2337 79 52
is_linear=0
shrinkage=0.1


Tree=3597
num_leaves=31
num_cat=0
split_feature=158 158 482 42 160 2 2 148 447 46 474 97 34 10 9 3 1 9 147 1429 152 1420 1420 11 11 155 2 1373 43 1
split_gain=5.85673e-06 5.55545e-06 6.40358e-06 3.52696e-05 3.39199e-05 2.62056e-05 1.70558e-05 5.94738e-06 1.60477e-05 7.26777e-06 1.03603e-05 8.55993e-06 1.2317e-05 4.21571e-05 2.272e-05 2.77113e-05 1.2663e-05 8.1618e-06 7.64879e-06 7.4077e-06 1.43748e-05 9.34853e-06 1.10926e-05 8.61889e-06 2.36903e-05 2.26524e-05 1.12548e-05 7.37804e-06 4.50631e-05 2.95597e-05
threshold=-0.47382999999999992 -0.4686749999999999 0.098465000000000011 0.22070000000000004 -0.077459999999999987 0.088555000000000009 0.097070000000000004 -0.10069499999999999 0.094580000000000011 0.084955000000000017 0.11568500000000002 -0.086464999999999986 -0.057544999999999992 0.0036750000000000007 0.091905000000000014 -0.020429999999999997 0.10871500000000002 0.081890000000000004 0.092070000000000013 0.11475 0.083250000000000018 -0.08341999999999998 -0.079539999999999986 0.088215000000000002 0.095165000000000013 0.13657000000000002 0.10559 0.081220000000000014 -0.083434999999999995 0.096575000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -4 -6 -7 -3 9 10 11 -9 13 16 17 -16 -13 18 19 20 21 -14 -23 25 -25 27 -26 -24 -29 -30
right_child=1 2 4 -5 5 6 -8 8 -10 -11 -12 12 14 -15 15 -17 -18 -19 -20 -21 -22 22 23 24 26 -27 -28 28 29 -31
leaf_value=-4.7263346585588386e-05 4.5559220544183287e-05 4.2732679628443296e-05 -0.00013396466231576845 0.00012990957946472226 9.5318759280337915e-05 -0.00010393964974525716 2.6658112462882853e-05 -6.2010391411604365e-05 -7.5955859652562406e-05 4.1917986438819773e-05 -5.9952054765870276e-05 -6.2137252762508791e-05 4.8244300813120135e-05 0.0001609126912496452 1.346464632661082e-05 -0.00014748260130189643 3.3936036245851191e-05 5.7516207190928981e-05 4.5261072031083842e-05 5.0635699513382608e-05 -7.6538661960512411e-05 -7.5269815965839371e-05 3.1203011962658159e-07 0.00011999814761855471 -6.2592389967903726e-05 -0.00010747250744316262 3.6381709705219021e-05 -0.00014656892061516968 0.00010785061124558772 -5.8017765432049642e-05
leaf_weight=26 27 32 22 21 23 20 20 22 28 41 29 23 39 21 20 23 34 25 37 28 25 20 2360 22 20 20 27 23 22 21
leaf_count=26 27 32 22 21 23 20 20 22 28 41 29 23 39 21 20 23 34 25 37 28 25 20 2360 22 20 20 27 23 22 21
internal_value=0 3.97037e-07 -4.13524e-10 7.70786e-07 -2.7065e-05 1.02651e-05 -3.86408e-05 -1.44783e-07 -6.1307e-07 1.13877e-07 -4.85203e-07 1.23744e-07 6.10203e-07 3.97928e-05 -5.08479e-07 -7.26234e-05 -4.83038e-06 6.44717e-07 1.11013e-07 -5.24904e-07 -1.07608e-06 -3.43145e-07 -1.09064e-06 -5.0075e-07 3.43539e-05 -1.48398e-06 -5.73493e-06 -6.10204e-07 -3.3587e-05 2.68451e-05
internal_weight=0 3095 3068 2983 85 63 40 2962 2930 2902 2861 2832 2810 78 2732 43 57 2689 2664 2627 2599 2574 2535 2515 69 2446 47 2426 66 43
internal_count=3121 3095 3068 2983 85 63 40 2962 2930 2902 2861 2832 2810 78 2732 43 57 2689 2664 2627 2599 2574 2535 2515 69 2446 47 2426 66 43
is_linear=0
shrinkage=0.1


Tree=3598
num_leaves=31
num_cat=0
split_feature=34 34 97 33 10 46 45 1456 1446 1443 1446 133 1447 52 402 2 1447 479 4 475 1375 1371 51 1447 133 52 133 133 133 15
split_gain=5.54711e-06 1.04986e-05 3.98783e-05 1.98488e-05 8.95963e-06 6.61124e-06 1.75687e-05 9.69965e-06 5.78335e-06 5.64574e-06 6.79738e-06 6.46661e-06 2.33741e-05 9.443e-05 4.04263e-05 0.000168282 3.88801e-05 3.94274e-05 2.37072e-05 2.16414e-05 5.95462e-05 2.50725e-05 2.14444e-05 2.01815e-05 1.73865e-05 4.94193e-05 4.70357e-05 3.06218e-05 4.59736e-05 2.77282e-05
threshold=-0.112215 -0.057544999999999992 -0.079444999999999988 -1.0000000180025095e-35 -0.0093599999999999985 0.10253500000000002 0.084355000000000013 0.12676500000000004 0.11787500000000002 0.088675000000000018 0.10324000000000001 0.0033250000000000003 -0.086279999999999982 -0.0087299999999999982 0.10874500000000002 0.084055000000000005 -0.065974999999999992 0.084530000000000008 -0.16363499999999997 -0.086279999999999982 -0.15308499999999997 0.081810000000000008 -0.08824499999999999 0.0030850000000000005 0.089405000000000012 -0.19683499999999995 0.090665000000000009 0.091935000000000003 0.09389500000000002 -0.09551999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 7 8 9 10 11 23 13 -13 16 -16 -14 18 -18 22 -21 24 -20 -5 25 -22 -26 -28 -29 -27
right_child=1 3 -4 5 -6 -7 -8 -9 -10 -11 -12 12 14 -15 15 -17 17 -19 19 20 21 -23 -24 -25 26 29 27 28 -30 -31
leaf_value=-4.2090594706678534e-05 2.0381484622096956e-05 -9.9787391009158467e-05 0.00014050176265300251 -2.3195781422533191e-06 -6.6026622043864329e-05 -4.9093860811640135e-05 9.4022670273261619e-05 -5.968167024548166e-05 5.0478848899491941e-05 -4.0374159091109457e-05 5.0554472478257525e-05 -0.00021954299462820581 -0.00010860658061072424 6.8100264441454792e-05 0.00031668008847191232 -7.9939145159543207e-05 0.00010137503712030593 0.00012804779658768826 3.9845791479820032e-06 0.00016839022970419718 0.00013583037295445267 -0.00010893328420934269 -0.00014245435435441325 -0.00010092633345352841 -0.00011828967074896874 8.3181550854067427e-05 0.00010955555710825138 -0.00013322451955341072 3.7754661115766055e-06 -7.3295162181792195e-06
leaf_weight=31 30 20 25 1785 20 27 20 27 23 34 27 21 29 25 20 23 25 27 20 22 35 20 20 21 35 41 25 26 423 194
leaf_count=31 30 20 25 1785 20 27 20 27 23 34 27 21 29 25 20 23 25 27 20 22 35 20 20 21 35 41 25 26 423 194
internal_value=0 4.22267e-07 3.73794e-05 -4.97065e-07 -1.41818e-05 1.65976e-07 6.14094e-07 -1.9614e-08 5.31867e-07 1.35462e-07 6.16373e-07 1.41107e-07 6.45996e-06 -6.32151e-05 9.71382e-06 0.000104535 5.38547e-06 9.00625e-06 5.37857e-06 2.59122e-06 6.09066e-06 1.62184e-06 -6.92349e-05 -3.46617e-06 4.46023e-06 2.49725e-05 -6.42056e-06 1.83982e-06 -4.15772e-06 8.46178e-06
internal_weight=0 3090 75 3015 50 2995 2968 2948 2921 2898 2864 2837 1031 46 985 43 942 913 886 861 821 799 40 1806 779 270 509 474 449 235
internal_count=3121 3090 75 3015 50 2995 2968 2948 2921 2898 2864 2837 1031 46 985 43 942 913 886 861 821 799 40 1806 779 270 509 474 449 235
is_linear=0
shrinkage=0.1


Tree=3599
num_leaves=31
num_cat=0
split_feature=12 15 13 33 1 9 8 158 50 132 1211 403 50 483 15 2 157 12 42 133 43 43 157 12 14 50 50 50 393 403
split_gain=5.38459e-06 1.08792e-05 1.55541e-05 8.46353e-06 6.21665e-06 6.27756e-06 1.91713e-05 5.26456e-06 5.51099e-06 0.000145272 0.000130367 1.40872e-05 1.29431e-05 1.1628e-05 1.78519e-05 1.98684e-05 1.73614e-05 3.92382e-05 1.38366e-05 2.04501e-05 1.87912e-05 2.08818e-05 1.59705e-05 1.42541e-05 2.23131e-05 1.15285e-05 3.45535e-05 2.20144e-05 1.26115e-05 9.22409e-06
threshold=0.23631000000000002 -0.5556049999999999 -0.076599999999999988 -0.009184999999999997 0.16540500000000002 0.088235000000000022 0.087195000000000009 -0.47382999999999992 0.096900000000000014 -0.083284999999999984 0.11048500000000001 -1.0000000180025095e-35 0.094500000000000015 0.087520000000000014 -0.0096849999999999974 0.095195000000000016 -0.084489999999999996 0.085355000000000014 0.088200000000000014 0.087720000000000006 -0.075574999999999989 0.060960000000000007 -0.0085999999999999983 0.084535000000000013 -1.0000000180025095e-35 0.090630000000000016 0.089915000000000009 0.09227500000000001 0.11333500000000001 -0.53960999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 7 -7 -5 12 -10 11 -11 25 16 15 -15 17 -13 19 22 -20 -22 -18 24 -24 26 28 -27 29 -9
right_child=-2 3 -4 4 -6 6 -8 8 9 10 -12 13 -14 14 -16 -17 18 -19 20 -21 21 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-7.0840669966697623e-06 -4.8206582363016662e-05 -5.6093207051701576e-05 0.00011195109584063869 -4.5755014172755185e-05 -5.1647671455651539e-05 0.00011165735675604082 -1.3921155538898143e-05 3.8634734718485924e-05 0.00026102555848824108 7.5402006322908554e-05 -0.00024545462061463958 -0.00016577630298343139 -6.1773402324303924e-05 0.00015061533593411914 -2.3598882062987497e-05 1.3057004499777186e-05 8.370514968357219e-05 2.2144924179883673e-05 -9.0351419893177712e-05 0.00010786633230145526 7.3803285333269746e-05 -6.3286687945947052e-05 1.7456380183353932e-05 2.6551427805790573e-05 -0.0001301302390947967 0.00010729594079228783 -0.00012930480749803662 -1.5993965583523583e-05 -7.2605497780386938e-05 -7.564541078614207e-07
leaf_weight=23 23 27 21 25 23 20 31 61 22 31 21 20 35 21 26 21 22 25 29 25 25 20 21 46 20 28 21 30 24 2334
leaf_count=23 23 27 21 25 23 20 31 61 22 31 21 20 35 21 26 21 22 25 29 25 25 20 21 46 20 28 21 30 24 2334
internal_value=0 3.57895e-07 4.97282e-05 -3.53399e-07 1.43785e-07 5.40324e-07 3.53253e-05 -6.0433e-08 3.29719e-07 1.13159e-05 -3.41224e-06 1.10278e-05 -1.38349e-06 4.81096e-06 4.15228e-05 8.18362e-05 -5.05624e-06 -6.13756e-05 7.12824e-06 2.62949e-05 -2.7579e-05 1.28744e-05 7.58585e-06 -1.16627e-05 -5.45371e-05 -5.37354e-07 -1.58475e-06 4.35253e-05 -4.75972e-07 2.46829e-07
internal_weight=0 3098 44 3054 3027 3004 51 2953 2928 395 373 352 2533 321 68 42 253 45 208 134 74 45 109 87 41 2498 2440 58 2419 2395
internal_count=3121 3098 44 3054 3027 3004 51 2953 2928 395 373 352 2533 321 68 42 253 45 208 134 74 45 109 87 41 2498 2440 58 2419 2395
is_linear=0
shrinkage=0.1


Tree=3600
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1213 400 399 132 2 399 403 2 15 403 402 1210 1210 1210 43 1210 1210 1208 130 1 51 51 2 1 1 10
split_gain=6.65513e-06 3.66196e-05 1.91329e-05 1.27536e-05 8.78327e-06 7.33231e-06 7.53816e-06 9.32867e-06 1.26223e-05 5.1959e-06 5.1052e-06 2.49415e-05 4.98576e-05 1.77812e-05 1.335e-05 1.32915e-05 9.99185e-06 1.83642e-05 2.5414e-05 2.05953e-05 1.07735e-05 1.31398e-05 5.80969e-06 1.21459e-05 5.48892e-06 1.70832e-05 6.31599e-05 6.63248e-05 9.02769e-05 1.37301e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.086260000000000017 -0.084549999999999986 0.085965000000000014 -0.41094499999999995 0.090050000000000005 0.092445000000000013 -0.54448499999999989 0.089885000000000007 0.089165000000000008 -0.5335399999999999 0.23460000000000003 -0.094799999999999982 -0.085329999999999975 -0.065674999999999983 -0.029804999999999995 -0.051429999999999997 -0.0061249999999999994 0.10233500000000001 -0.23123999999999997 0.16540500000000002 0.094075000000000006 0.078435000000000019 0.086375000000000021 0.10089500000000001 0.086920000000000011 -0.0091199999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -7 -8 11 12 -3 -12 15 -15 -17 18 -18 -19 -21 22 -22 24 25 29 -27 28 -28 -24
right_child=1 10 -4 -5 -6 6 9 -9 -10 -11 13 -13 -14 14 -16 16 17 19 -20 20 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-4.9708902440303772e-05 0.00013285144041652702 2.1404957105578098e-05 -9.9096399702830256e-05 -7.988860078122733e-05 5.8779582999098549e-05 -4.7816485603107141e-05 6.4018568362091463e-05 -7.1680185638714732e-05 6.3187100056980161e-05 3.8343563687703868e-06 8.4932420984841896e-05 6.3847140033127889e-05 -0.00018690877377594008 7.2052669537907396e-05 -7.1101600322156009e-05 -6.402503374071481e-05 1.2135259263838331e-06 -8.1443578563912233e-05 0.00013814689474478972 6.3387166355150163e-05 5.2916995108327167e-05 -7.8889167153171184e-05 -3.9008016982534617e-05 -7.0700675314583358e-05 1.3498209697723743e-05 7.8355461653590089e-05 -4.5263949104992213e-05 5.0320413254667078e-05 -0.00030377582363805484 2.7284966503285989e-06
leaf_weight=31 21 27 25 21 24 20 26 22 21 32 25 21 20 26 26 24 33 31 23 27 21 21 82 24 299 33 35 25 22 2033
leaf_count=31 21 27 25 21 24 20 26 22 21 32 25 21 20 26 26 24 33 31 23 27 21 21 82 24 299 33 35 25 22 2033
internal_value=0 1.27787e-06 -1.6687e-05 -6.22898e-06 2.55995e-06 -6.31683e-06 4.80014e-06 -1.91486e-05 9.03901e-06 3.08135e-05 3.1781e-07 -2.67566e-05 -6.72392e-05 9.72992e-07 2.19317e-07 8.91424e-07 2.14442e-07 7.83563e-07 5.7454e-05 -4.12648e-07 5.45384e-07 -1.08461e-07 5.34272e-07 1.03392e-07 7.75316e-07 -9.30578e-07 -3.84658e-05 -8.54792e-05 -0.00014504 1.11034e-06
internal_weight=0 2899 222 197 176 152 121 63 41 58 2878 68 47 2810 2785 2759 2733 2709 56 2653 2622 2595 2574 2553 2529 2230 115 82 57 2115
internal_count=3121 2899 222 197 176 152 121 63 41 58 2878 68 47 2810 2785 2759 2733 2709 56 2653 2622 2595 2574 2553 2529 2230 115 82 57 2115
is_linear=0
shrinkage=0.1


Tree=3601
num_leaves=31
num_cat=0
split_feature=1211 50 132 15 393 52 50 130 40 401 133 15 133 130 4 130 133 49 132 132 2 42 42 131 482 483 15 131 1 1209
split_gain=5.65254e-06 4.64308e-05 9.10614e-06 3.55289e-05 1.64223e-05 8.71807e-06 6.64673e-06 5.45827e-06 1.36574e-05 5.46816e-06 1.88314e-05 1.70479e-05 1.07284e-05 5.92741e-06 4.18117e-05 2.2495e-05 2.17793e-05 4.01325e-05 1.22729e-05 1.07593e-05 1.04609e-05 1.32977e-05 1.19549e-05 9.76843e-06 1.10927e-05 1.02415e-05 1.36941e-05 9.95365e-06 1.36433e-05 9.69691e-06
threshold=0.11048500000000001 0.096900000000000014 -0.083284999999999984 0.091475000000000015 0.12069000000000002 0.084735000000000019 0.09227500000000001 -0.23647499999999996 -0.23755499999999996 -0.06959499999999999 0.51114000000000004 0.095175000000000023 0.41892500000000005 0.087230000000000016 -0.088784999999999989 0.085870000000000016 0.090445000000000011 0.10440000000000001 0.12249 0.11297500000000001 0.094095000000000012 -0.091729999999999992 -0.10071499999999999 0.11863000000000001 0.12191 0.11832500000000001 -0.077844999999999984 0.10441000000000002 0.096575000000000008 -0.087714999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 6 7 -2 -1 -4 -9 11 12 -10 13 15 -15 18 17 20 19 23 21 -16 -22 24 25 27 -27 29 -29 -11
right_child=1 -3 4 -5 -6 -7 -8 8 9 10 -12 -13 -14 14 16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=2.4306230526469945e-06 -6.3467293987811831e-05 0.00015005843494939408 -5.18991104036104e-05 -0.00012558792647853677 8.8917425022199987e-05 1.3959744008003106e-05 -5.3936437961965569e-05 7.1305198771706623e-05 -1.609637521445014e-05 4.6860726078468659e-05 -7.4728197539704585e-05 0.00010137990853503912 7.3131972458213566e-05 -0.00015420338706462644 1.6460561432483557e-05 0.00010157357851725961 6.8909698228318507e-05 -0.00014652365959288245 6.466819547219122e-05 -6.2403507890199507e-05 -1.5003826702013612e-05 -7.6350550695609013e-05 8.9679727625480165e-05 -6.4908240607980164e-05 7.4736343522090477e-05 8.2896579192492927e-06 -0.00010873194769374096 1.2288674709755771e-06 0.00010632222783031119 -1.0864672351510433e-06
leaf_weight=163 26 22 20 28 21 33 24 27 30 43 34 21 20 20 38 22 35 21 29 28 20 26 24 23 20 20 20 30 21 2212
leaf_count=163 26 22 20 28 21 33 24 27 30 43 34 21 20 20 38 22 35 21 29 28 20 26 24 23 20 20 20 30 21 2212
internal_value=0 2.60717e-05 -6.94667e-07 -2.05337e-05 8.15207e-07 -2.01606e-05 -4.80365e-06 1.55383e-07 5.29337e-07 -1.63789e-07 -7.75186e-07 3.22762e-05 1.65833e-07 -3.84439e-07 -1.76989e-05 9.0643e-07 -1.05203e-06 -2.00339e-05 1.00143e-09 -7.74898e-07 4.56133e-06 -2.1244e-05 4.20963e-05 -5.25868e-08 5.77878e-07 -5.43339e-08 -5.02211e-05 8.15862e-07 4.45026e-05 -1.72175e-07
internal_weight=0 81 3040 215 2825 59 187 2804 2784 2757 2706 51 2672 2652 184 2468 164 129 2446 2417 108 64 44 2389 2366 2346 40 2306 51 2255
internal_count=3121 81 3040 215 2825 59 187 2804 2784 2757 2706 51 2672 2652 184 2468 164 129 2446 2417 108 64 44 2389 2366 2346 40 2306 51 2255
is_linear=0
shrinkage=0.1


Tree=3602
num_leaves=31
num_cat=0
split_feature=12 130 132 1186 393 1203 147 147 147 147 4 10 16 13 11 1 46 97 374 123 4 3 43 4 4 133 49 50 2 49
split_gain=5.38301e-06 9.66201e-06 5.40416e-06 0.000143497 8.37532e-05 1.4817e-05 5.25491e-06 1.05319e-05 1.20308e-05 8.0025e-06 1.89238e-05 6.8486e-06 2.47127e-05 6.13222e-05 1.17047e-05 7.41626e-06 7.97188e-06 7.19833e-06 8.69052e-06 8.10857e-06 1.75969e-05 1.63144e-05 1.4399e-05 8.99901e-06 3.16921e-05 7.69775e-05 2.85944e-05 3.29575e-05 4.55174e-05 3.1657e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.087075000000000014 0.11204500000000002 0.099730000000000027 0.093875000000000014 0.08845500000000002 -0.0057249999999999992 -0.011559999999999999 -0.056919999999999991 -0.081434999999999994 -1.0000000180025095e-35 0.15618500000000002 0.10562000000000001 -0.085969999999999977 0.088235000000000008 0.086445000000000008 0.061775000000000004 -0.010424999999999999 -0.05647499999999999 -0.010655 -0.008819999999999998 0.08622500000000001 0.096415000000000015 -0.099524999999999988 0.11474000000000002 0.13984500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 7 8 9 11 -11 12 13 -4 -13 16 17 -16 19 23 21 -21 -22 -19 25 -25 -26 28 -28 -29
right_child=-2 2 4 -5 -6 -7 -8 -9 -10 10 -12 14 -14 -15 15 -17 -18 18 -20 20 22 -23 -24 24 26 -27 27 29 -30 -31
leaf_value=5.9917341342144135e-05 -4.8199496205083767e-05 -1.6224636832965001e-06 3.7281525981763319e-06 0.00025719897707445356 -0.0002052472405193839 -8.4013458923436711e-05 -5.0965524030743838e-05 6.7866845853606481e-05 -6.5300030259355231e-05 0.00010976228720458246 -1.3230291971984994e-05 7.7013104610159649e-05 4.5362967330220276e-05 -0.00020745410569361414 -5.9572938998826426e-05 -6.044116258635768e-05 6.2050297024792854e-05 -3.6332638723739344e-06 5.5084620854703927e-05 -1.7675640000644226e-05 -3.8678669328267769e-05 -0.00014246664351958316 6.2995935611699961e-05 0.00018492161846464321 1.4285980309106418e-05 -6.3044921368838838e-05 0.00014891172415280548 -8.1540314304653479e-05 -5.953123395102012e-05 1.4492080003501363e-05
leaf_weight=27 23 172 44 22 20 25 20 23 28 22 29 20 32 20 20 20 21 1487 29 22 30 20 26 31 669 21 22 105 20 51
leaf_count=27 23 172 44 22 20 25 20 23 28 22 29 20 32 20 20 20 21 1487 29 22 30 20 26 31 669 21 22 105 20 51
internal_value=0 3.57843e-07 -1.65799e-07 1.49725e-05 -1.32824e-06 -1.20782e-05 1.11864e-07 4.75145e-07 -8.06129e-08 5.80794e-07 3.98253e-05 -1.57757e-07 -2.63899e-05 -6.22663e-05 8.05627e-07 2.18059e-07 6.89382e-07 1.84651e-07 6.56483e-07 2.61254e-08 -2.817e-05 -7.70999e-05 8.5274e-06 1.1746e-06 8.95402e-06 8.47813e-05 4.40613e-06 -2.89758e-05 4.96532e-05 -5.01451e-05
internal_weight=0 3098 3071 219 2852 197 2832 2812 2789 2761 51 2710 96 64 2614 2594 2574 2553 2533 2504 98 42 56 2406 919 52 867 198 42 156
internal_count=3121 3098 3071 219 2852 197 2832 2812 2789 2761 51 2710 96 64 2614 2594 2574 2553 2533 2504 98 42 56 2406 919 52 867 198 42 156
is_linear=0
shrinkage=0.1


Tree=3603
num_leaves=31
num_cat=0
split_feature=1203 1203 1211 1212 1213 1203 394 401 130 42 41 42 1 16 133 52 42 401 133 0 131 131 132 16 12 130 15 130 15 130
split_gain=5.5106e-06 7.70874e-06 7.62308e-06 4.90197e-05 2.13256e-05 1.20016e-05 9.72145e-06 6.59896e-06 6.2936e-06 1.55421e-05 1.01656e-05 6.93647e-06 4.79296e-05 3.92265e-05 3.2e-05 5.7864e-05 3.61677e-05 1.53502e-05 1.62948e-05 1.80528e-05 8.10269e-06 1.05341e-05 8.24898e-06 1.39456e-05 7.79751e-06 1.12751e-05 4.2446e-05 6.22906e-05 3.04823e-05 2.58334e-05
threshold=0.10970500000000001 0.10304500000000001 0.11048500000000001 0.11579500000000002 0.0065300000000000002 0.088820000000000024 0.10276 0.13837000000000002 -0.22699999999999995 0.15021500000000002 0.11457000000000002 0.11326500000000002 0.090965000000000004 -0.071359999999999993 0.40945500000000007 0.061605000000000007 0.11799500000000002 -1.0000000180025095e-35 0.41553500000000004 -0.07929499999999999 0.11863000000000001 0.11644500000000001 -0.41127499999999995 0.67964000000000013 0.12477500000000001 0.09364500000000002 -0.067579999999999987 0.099400000000000002 -0.0058549999999999991 0.091285000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 8 -1 10 11 17 14 -14 15 16 -13 -10 20 -20 21 22 -19 24 25 29 27 -27 -28 -24
right_child=-2 -3 3 4 -6 -7 -8 -9 9 -11 -12 12 13 -15 -16 -17 -18 18 19 -21 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-5.2250188626045281e-05 5.2322474512038757e-05 -6.0719306895320882e-05 0.00015232213519756561 -0.00010410772286491011 3.2131617828983707e-05 -5.7286531139382266e-05 5.8665079934274086e-05 -5.77833027637098e-05 -6.4146887452889555e-05 7.5783444588995301e-05 -6.815769116986882e-05 0.00018028673333728444 -0.00015060940640220606 3.9015632792143153e-05 0.0001413829567327136 -0.00011549817115467573 -7.6137701398693032e-06 4.7150790369414611e-05 -9.9259800070127401e-07 0.00012724780588303561 -4.8942884937527452e-05 7.1789838548284019e-05 -1.1546626840606828e-06 -8.1001750037433927e-05 4.8805943057936197e-05 -0.00023892218727269212 0.00011894923132093114 -9.5211142189359171e-06 -2.4619104224257174e-05 0.00010771458500213075
leaf_weight=23 20 21 23 20 27 37 28 20 38 27 22 21 24 20 33 21 20 35 23 21 35 20 2347 22 31 20 21 29 50 22
leaf_count=23 20 21 23 20 27 37 28 20 38 27 22 21 24 20 33 21 20 35 23 21 35 20 2347 22 31 20 21 29 50 22
internal_value=0 -3.37453e-07 7.42412e-08 3.26973e-05 -2.58426e-05 -6.84434e-07 1.99988e-08 -5.37578e-07 -1.46154e-07 2.668e-07 -4.42399e-07 7.97654e-08 2.18677e-05 -6.44162e-05 6.18308e-05 1.94885e-05 8.8628e-05 -1.03612e-06 -1.39931e-07 6.0213e-05 -1.14887e-06 -5.04748e-07 -1.06582e-06 -1.7297e-06 -1.03765e-06 -1.65844e-06 -3.15631e-05 -0.000103154 1.78448e-05 -1.43635e-07
internal_weight=0 3101 3080 70 47 3010 2973 2945 2925 2902 2875 2853 139 44 95 62 41 2714 2676 44 2632 2597 2577 2542 2520 2489 120 49 71 2369
internal_count=3121 3101 3080 70 47 3010 2973 2945 2925 2902 2875 2853 139 44 95 62 41 2714 2676 44 2632 2597 2577 2542 2520 2489 120 49 71 2369
is_linear=0
shrinkage=0.1


Tree=3604
num_leaves=31
num_cat=0
split_feature=12 15 1 33 12 142 15 11 10 0 2 31 2 16 4 2 0 44 0 132 15 394 50 51 147 483 1426 3 3 1210
split_gain=5.26004e-06 9.01733e-06 1.51827e-05 7.18538e-06 6.33253e-06 2.56813e-05 2.51257e-05 2.51044e-05 8.37086e-06 7.51957e-05 0.000100626 1.74313e-05 1.02669e-05 6.25439e-05 7.79348e-06 9.52903e-06 3.65706e-05 9.26623e-06 1.67526e-05 8.27451e-06 0.000152323 7.56241e-05 3.25466e-05 7.76979e-06 7.05165e-06 1.06931e-05 7.42757e-06 8.34118e-06 2.49681e-05 6.00835e-05
threshold=0.23631000000000002 -0.5556049999999999 0.13075500000000004 -0.009184999999999997 0.12757000000000002 -0.057499999999999989 -0.079249999999999987 -1.0000000180025095e-35 -0.0087699999999999983 -0.10224499999999999 -0.023999999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.056919999999999991 0.51388000000000011 0.14122000000000004 -0.073309999999999986 0.099360000000000018 -0.24955499999999997 -0.083284999999999984 0.091650000000000023 0.12358500000000001 0.08461500000000001 0.087305000000000008 0.093875000000000014 -0.47181499999999993 -0.094284999999999994 -0.082404999999999992 -0.084074999999999997 -0.07983999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -6 -7 9 -9 -11 -10 13 -13 15 17 -17 18 -14 20 22 24 -20 -12 25 -21 -27 28 -28 -30
right_child=-2 3 -4 4 6 7 -8 8 11 10 23 12 14 -15 -16 16 -18 -19 19 21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-8.3223956304815761e-06 -4.7645785921106483e-05 -5.1652619354340627e-05 0.00010964976145260153 0.00010850352442833935 -0.00012423637523170327 -0.00010636555268981532 8.7694132607608411e-06 -0.0001336073937967409 -7.5964326333632934e-05 0.00026270276492661133 -2.174327011946136e-05 0.00015832749340916052 6.597355450618412e-05 -7.7983184919936502e-05 -5.5685084444121461e-05 0.00014590354211187724 -1.9319192565367182e-05 -6.663387733472822e-05 -1.7516073285150925e-08 6.2285397898112588e-05 0.00024390654367520116 -0.00019611984171206132 -0.00013639227316161851 5.5994558897509707e-05 -5.2650158557718481e-05 5.5538967021477782e-05 -1.4113847118822893e-06 -7.0929029957286095e-06 0.0001950665788502771 1.6756362430299565e-05
leaf_weight=24 23 27 20 22 20 22 49 22 30 21 36 24 38 21 25 21 37 21 140 27 26 20 20 20 26 23 906 1254 22 134
leaf_count=24 23 27 20 22 20 22 49 22 30 21 36 24 38 21 25 21 37 21 140 27 26 20 20 20 26 23 906 1254 22 134
internal_value=0 3.5373e-07 4.53013e-05 -2.93845e-07 1.64261e-07 8.62828e-07 -2.9783e-05 5.62556e-08 8.59715e-07 2.94397e-05 7.60246e-05 -1.45407e-07 6.71314e-07 4.80492e-05 -1.0679e-07 4.04981e-07 4.05028e-05 -4.7032e-07 5.67796e-08 -9.07361e-07 1.94154e-05 -2.47454e-06 -1.70644e-05 6.02024e-06 -8.55435e-07 -2.86262e-07 -1.00855e-06 -1.57012e-06 4.95113e-06 4.19027e-05
internal_weight=0 3098 44 3054 3027 2958 69 2936 2914 99 77 2815 2785 45 2740 2715 58 2657 2636 2598 186 2412 160 56 2392 2366 2339 2316 1062 156
internal_count=3121 3098 44 3054 3027 2958 69 2936 2914 99 77 2815 2785 45 2740 2715 58 2657 2636 2598 186 2412 160 56 2392 2366 2339 2316 1062 156
is_linear=0
shrinkage=0.1


Tree=3605
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 132 0 12 12 403 0 42 1208 42 403 403 402 43 403 448 0 16 16 13 16 43 484 13 482 1209 160
split_gain=5.94633e-06 3.38474e-05 1.99317e-05 1.95158e-05 7.90747e-06 6.90768e-06 7.54143e-06 1.70832e-05 5.51075e-06 2.37866e-05 5.28054e-05 1.31413e-05 3.23381e-05 2.14603e-05 6.80098e-06 7.33229e-06 2.70675e-05 2.13606e-05 5.2619e-06 1.91444e-05 6.2629e-06 4.29105e-05 0.000107031 3.22777e-05 3.13195e-05 2.59819e-05 4.75539e-05 4.43516e-05 2.39754e-05 2.25999e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.086059999999999984 -0.09515499999999999 0.11418000000000002 0.090285000000000018 -0.54448499999999989 -0.086409999999999987 0.11603500000000001 0.099975000000000008 0.11387000000000001 -0.52800499999999995 -0.49218499999999993 -0.45015499999999992 0.055925000000000009 -0.42113499999999993 0.068920000000000023 -0.26609999999999995 -0.095094999999999985 -0.092484999999999984 -0.091559999999999989 -0.096824999999999981 -0.24021999999999996 0.090535000000000018 0.11596500000000001 0.089270000000000002 -0.090519999999999975 0.10493500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7 9 -3 -11 13 -13 -10 -15 16 -16 -17 19 -19 23 22 -22 24 -21 26 29 -27 -23 -26
right_child=1 8 -4 -5 -6 6 -8 -9 11 10 -12 12 -14 14 15 17 -18 18 -20 20 21 28 -24 -25 25 27 -28 -29 -30 -31
leaf_value=3.3972574591816001e-05 0.00012770325081960655 -0.00011057266813662389 -9.9885533971246339e-05 -9.6217689246086167e-05 5.4504834676143745e-05 -2.8808992592273846e-05 -6.3048832733049776e-05 7.2101019870150711e-05 -8.8603853099037354e-05 0.00013024434128532274 -8.6890721528713285e-05 -2.8903779457323255e-05 0.00014458457978131872 5.001893722302546e-05 -0.00010327669693526395 0.00010421176466479665 3.2208032692627367e-05 9.3756633908593696e-05 -5.0623112801986284e-05 0.00011124674470360892 5.8438737224522896e-05 0.0001010263501919563 -0.00025008276323838481 0.00011366884329098477 5.4769564310191085e-06 -2.0428603445022443e-07 0.00014663264624173084 -0.00018503584356267312 -1.6926422740257493e-06 -7.6752466116482136e-05
leaf_weight=37 21 23 25 21 28 62 26 23 27 21 24 22 21 28 29 20 30 22 20 26 22 23 23 28 467 37 23 20 1886 36
leaf_count=37 21 23 25 21 28 62 26 23 27 21 24 22 21 28 29 20 30 22 20 26 22 23 23 28 467 37 23 20 1886 36
internal_value=0 1.2079e-06 -1.57734e-05 -5.09926e-06 5.77282e-06 -3.44675e-06 -1.59199e-05 -1.50393e-06 2.84898e-07 -2.78444e-05 1.4439e-05 9.65607e-07 5.58231e-05 1.13105e-07 9.87323e-07 4.81097e-07 -3.43862e-05 1.25651e-06 4.74471e-07 8.65574e-07 7.68428e-08 -2.73028e-06 -9.925e-05 8.68771e-06 3.86099e-06 -9.28087e-07 6.02129e-06 -6.50575e-05 -4.55064e-07 -4.08251e-07
internal_weight=0 2899 222 197 176 148 111 85 2878 68 45 2810 43 2767 2740 2712 59 2653 2633 2613 2591 1954 45 637 609 583 526 57 1909 503
internal_count=3121 2899 222 197 176 148 111 85 2878 68 45 2810 43 2767 2740 2712 59 2653 2633 2613 2591 1954 45 637 609 583 526 57 1909 503
is_linear=0
shrinkage=0.1


Tree=3606
num_leaves=31
num_cat=0
split_feature=1212 1212 1212 1212 1213 403 403 13 16 13 1212 2 1212 132 43 1211 50 394 42 12 132 16 43 1210 1209 1208 12 12 4 15
split_gain=4.88601e-06 4.8596e-05 2.53209e-05 2.15937e-05 1.20506e-05 3.10205e-05 1.96765e-05 1.66116e-05 3.95066e-05 2.20353e-05 9.93264e-06 1.71239e-05 1.07868e-05 7.49503e-06 0.000185755 0.000152282 2.83916e-05 2.52473e-05 8.27795e-06 1.02561e-05 1.30044e-05 8.04268e-06 7.9046e-06 4.49261e-05 2.26593e-05 3.99662e-05 2.41445e-05 2.10018e-05 6.79514e-05 1.56306e-05
threshold=0.087505000000000013 0.086920000000000011 0.08815000000000002 0.089995000000000019 -0.082994999999999985 -0.08101499999999999 -0.036149999999999995 -0.069964999999999986 -0.08595499999999999 -0.0090849999999999976 0.058525000000000008 0.084305000000000005 0.030370000000000005 -0.083284999999999984 -0.011694999999999999 0.10326000000000002 0.096530000000000019 0.10448000000000002 -0.058859999999999989 0.087995000000000004 -0.1075 -0.073849999999999985 0.0034250000000000005 -0.0049999999999999984 0.086665000000000006 0.098655000000000007 0.096075000000000008 0.085195000000000007 -0.073104999999999989 0.090750000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 -4 5 -5 7 8 -6 -9 12 -12 13 14 -1 17 18 22 21 -20 -21 -16 24 -24 -15 -26 -27 28 -25 -29
right_child=2 -3 3 4 6 -7 -8 9 -10 -11 11 -13 -14 15 16 -17 -18 -19 19 20 -22 -23 23 27 25 26 -28 29 -30 -31
leaf_value=0.00028484622719628062 0.00011318667140743777 -0.00014003343210788443 -8.6644377309615578e-05 0.00014208710645403777 5.2821698191110051e-05 -1.3424503639067427e-05 7.4171131533754908e-05 7.971855497265595e-05 -0.000124302143277579 -2.4410985707171199e-05 0.00011039544312593948 -4.2117846533074045e-06 -7.3998213338200003e-05 -1.251565208056507e-07 -9.1092589586465205e-06 -0.00026985731919272176 -0.00013074620324914576 0.00010719935220632497 1.6929251523833957e-05 -4.9750267141368161e-06 -0.00010566449762573821 7.7410183612733991e-05 -0.00014662922666464813 -0.00020672720660513735 0.000142660569561544 -8.2852852868936253e-05 6.8787340084478879e-05 3.4779380496012472e-05 -6.4554738855804315e-07 -2.3832045449775513e-05
leaf_weight=23 23 25 24 23 20 29 30 31 34 59 22 32 20 2129 22 21 20 22 42 29 23 21 24 20 31 21 21 130 80 70
leaf_count=23 23 25 24 23 20 29 30 31 34 59 22 32 20 2129 22 21 20 22 42 29 23 21 24 20 31 21 21 130 80 70
internal_value=0 -1.22502e-06 1.27796e-05 3.5422e-06 1.31195e-05 5.53595e-05 4.96104e-07 -1.48529e-05 -5.87007e-05 1.14559e-05 4.24713e-09 4.248e-05 -8.241e-07 -2.91731e-07 1.94345e-05 -1.67388e-06 -1.94474e-05 5.36427e-07 -3.19942e-06 -1.98248e-05 -4.95108e-05 3.31444e-05 -3.92545e-07 -1.4976e-05 1.75324e-06 5.65356e-05 -7.03276e-06 -4.44371e-06 -4.18619e-05 1.42654e-05
internal_weight=0 2848 273 250 226 52 174 144 54 90 2823 54 2769 2749 180 2569 157 2548 137 94 52 43 2526 324 2202 73 42 300 100 200
internal_count=3121 2848 273 250 226 52 174 144 54 90 2823 54 2769 2749 180 2569 157 2548 137 94 52 43 2526 324 2202 73 42 300 100 200
is_linear=0
shrinkage=0.1


Tree=3607
num_leaves=31
num_cat=0
split_feature=1211 43 1185 1186 401 401 402 394 1204 1208 1208 1208 402 131 131 1203 131 131 4 400 1446 480 1 121 376 131 52 1447 3 43
split_gain=6.26721e-06 1.43151e-05 6.58794e-06 1.08216e-05 6.22406e-06 2.02734e-05 1.57428e-05 6.96344e-06 6.42638e-06 6.23366e-06 1.10507e-05 1.97612e-05 1.11671e-05 9.07549e-06 1.30381e-05 1.24269e-05 8.40182e-06 2.34677e-05 1.26121e-05 2.08056e-05 9.61656e-06 1.16733e-05 9.66134e-06 2.20268e-05 1.26703e-05 8.91869e-06 4.53549e-05 2.92456e-05 5.846e-05 1.7408e-05
threshold=0.11716500000000001 0.062770000000000006 -0.10973499999999999 -0.092084999999999986 -0.46360499999999999 -0.13200999999999999 -0.43418999999999991 -0.15150999999999998 0.058775000000000008 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.16927999999999996 0.11863000000000001 0.11657500000000001 -1.0000000180025095e-35 0.099565000000000015 0.096610000000000015 -0.049534999999999989 -1.0000000180025095e-35 -0.09143999999999998 0.11471500000000003 0.16540500000000002 -0.094339999999999993 -0.10865999999999999 0.089415000000000008 0.4002400000000001 1.0000000180025095e-35 -0.072624999999999981 -0.080954999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 -7 -8 9 10 11 12 -9 14 15 -14 17 20 19 -18 -17 22 23 -22 -25 27 29 -26 -29 -27
right_child=1 -3 3 4 5 6 7 8 -10 -11 -12 -13 13 -15 -16 16 18 -19 -20 -21 21 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-5.7794711974565874e-05 7.455333596391774e-05 -3.266350019202946e-05 6.0581919187198173e-05 -4.8595004288169251e-05 7.8802479288242472e-05 -6.9905091500417759e-05 -4.2976547640711564e-05 6.754192337393761e-05 -5.5005890317261219e-05 -4.9201295492821379e-05 6.0331400938241953e-05 -9.8749405531179952e-05 6.8016721949485756e-05 -4.6292223105854473e-05 8.1552227056818098e-05 -6.5801368493174046e-05 -1.6843387302720831e-06 9.9376588817297795e-05 2.8319911155361502e-07 -0.0001441984450502787 -9.6039456123738409e-05 6.3680681809085495e-05 6.7411439626344615e-05 7.7571077729641862e-05 -6.5995292400800144e-07 3.9248814766779111e-05 -0.00016432018470368347 -7.2636686540632086e-06 0.00020940470438290506 -3.6041181286851927e-05
leaf_weight=20 33 20 29 27 32 33 38 25 21 25 31 20 27 41 20 22 21 24 62 20 24 29 21 21 2238 56 20 33 20 68
leaf_count=20 33 20 29 27 32 33 38 25 21 25 31 20 27 41 20 22 21 24 62 20 24 29 21 21 2238 56 20 33 20 68
internal_value=0 3.40942e-05 -5.88979e-07 -2.13614e-07 -7.97605e-07 -3.66278e-07 -1.22216e-06 -4.47802e-07 1.11593e-07 5.15173e-07 9.52356e-07 2.97751e-07 1.00726e-06 4.06113e-07 1.10847e-06 5.13914e-07 -1.66405e-07 9.53409e-07 -2.81726e-05 -7.12034e-05 2.77992e-08 6.00227e-07 -1.31214e-07 -7.03148e-07 2.28477e-07 -4.38543e-07 -2.45783e-05 1.07875e-06 7.4498e-05 -2.03925e-06
internal_weight=0 53 3068 3048 3019 2992 2960 2927 2889 2868 2843 2812 2792 2767 2726 2706 2679 2576 103 41 2552 2530 2501 2480 2456 2435 144 2291 53 124
internal_count=3121 53 3068 3048 3019 2992 2960 2927 2889 2868 2843 2812 2792 2767 2726 2706 2679 2576 103 41 2552 2530 2501 2480 2456 2435 144 2291 53 124
is_linear=0
shrinkage=0.1


Tree=3608
num_leaves=31
num_cat=0
split_feature=132 393 15 1186 16 16 52 16 3 1429 156 11 0 11 157 2 1419 157 16 1420 1429 2 157 13 1372 2 474 483 42 42
split_gain=5.75663e-06 2.8305e-05 1.6442e-05 1.37943e-05 6.47924e-06 1.5693e-05 5.88305e-06 8.75511e-06 1.04809e-05 4.55147e-06 1.83435e-05 6.06674e-06 2.16967e-05 1.5982e-05 7.17492e-06 5.70732e-06 5.29788e-06 2.25272e-05 1.68336e-05 1.59188e-05 7.30338e-06 2.47803e-05 8.9887e-06 5.29598e-05 3.2021e-05 2.08056e-05 2.76393e-05 1.08631e-05 3.21128e-05 2.41764e-05
threshold=-0.083174999999999985 0.12069000000000002 0.092400000000000024 0.049580000000000006 -0.081299999999999983 -0.020119999999999996 0.08734500000000002 -0.097644999999999996 -0.085854999999999987 -0.23752499999999996 0.32523500000000005 0.092630000000000018 0.12358500000000001 0.086595000000000019 -0.5188649999999998 0.11824000000000001 0.086505000000000012 -0.06482499999999998 0.25792000000000009 -0.085109999999999991 -0.069929999999999978 0.086825000000000013 -0.087424999999999989 -0.085384999999999975 -0.082994999999999985 0.10402500000000002 0.081755000000000008 0.098395000000000024 0.096610000000000015 0.094010000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 6 -6 7 -1 -9 -2 11 13 15 14 -11 -13 19 -18 -19 -16 21 -21 23 -22 -24 26 -25 -26 29 -29
right_child=1 -3 -4 -5 5 -7 -8 8 -10 10 -12 12 -14 -15 16 -17 17 18 -20 20 22 -23 24 25 27 -27 -28 28 -30 -31
leaf_value=2.7787140679720325e-05 -4.7194203361868865e-05 0.00011686446225558896 -9.191459397470681e-05 -8.2431011785610327e-05 9.0476815414149321e-05 -8.7392096371662457e-06 2.1538910680517022e-05 -8.5020861921033687e-06 -9.8558891659195075e-05 -5.8350294187091228e-05 9.6110579615924511e-05 2.6314377562716561e-05 -0.00011732951876183506 6.4348002347404146e-05 -8.7079720868219051e-05 -3.8644796448005804e-05 0.0001053495494109787 -8.2071023352909837e-05 4.7673404933448185e-05 0.00011590375354938694 -0.00015605236576811876 -1.8492557447804278e-05 0.00011819827034386158 -1.4431381472864556e-05 -1.9267743015553023e-06 -7.6750437365262776e-05 0.0001266856289357352 2.5131712575418902e-05 0.0001166050747762652 -9.8269940208410859e-05
leaf_weight=20 20 21 25 21 25 44 35 28 24 21 20 38 20 39 21 21 24 20 20 23 25 34 23 35 2303 20 23 77 31 20
leaf_count=20 20 21 25 21 25 44 35 28 24 21 20 38 20 39 21 21 24 20 20 23 25 34 23 35 2303 20 23 77 31 20
internal_value=0 1.18847e-06 -1.55198e-05 -5.82499e-06 3.3155e-06 2.72086e-05 -1.20922e-05 -2.84407e-05 -5.00668e-05 3.4441e-07 6.77081e-07 4.54046e-09 -2.73188e-05 7.86905e-07 -1.24449e-07 3.19332e-06 3.28586e-07 2.87568e-05 -1.71988e-05 -3.61891e-07 3.34771e-07 3.57375e-05 -4.54418e-07 -2.93946e-05 7.60269e-07 1.12008e-05 4.15288e-05 -3.50827e-07 2.80039e-05 -3.11927e-07
internal_weight=0 2899 222 197 176 69 107 72 52 2878 2858 2838 79 2759 2720 59 2699 64 40 2635 2614 57 2557 103 2454 78 58 2431 128 97
internal_count=3121 2899 222 197 176 69 107 72 52 2878 2858 2838 79 2759 2720 59 2699 64 40 2635 2614 57 2557 103 2454 78 58 2431 128 97
is_linear=0
shrinkage=0.1


Tree=3609
num_leaves=31
num_cat=0
split_feature=1211 50 52 132 15 132 390 133 394 129 1186 2 129 1212 2 11 156 52 2 475 12 1210 1210 12 43 4 43 0 3 401
split_gain=5.55046e-06 3.74578e-05 8.00053e-06 7.8832e-06 3.34782e-05 1.55529e-05 6.697e-06 7.85473e-06 7.48583e-06 1.18621e-05 9.80753e-06 7.34885e-06 6.72681e-06 1.54836e-05 9.03033e-06 7.22706e-06 9.50537e-06 9.87347e-06 1.48447e-05 1.95706e-05 7.79168e-06 4.13045e-05 2.15809e-05 2.08153e-05 4.77479e-05 3.72596e-05 2.28732e-05 2.84685e-05 3.73706e-05 2.97155e-05
threshold=0.11048500000000001 0.096900000000000014 0.084735000000000019 -0.083284999999999984 0.091475000000000015 -0.050879999999999988 0.087590000000000015 -0.089569999999999983 -0.093064999999999981 0.097140000000000018 0.021560000000000003 0.088125000000000023 0.10532000000000001 0.11660500000000001 0.096540000000000015 0.10221500000000001 0.3248100000000001 -0.55692499999999978 0.10527500000000002 -0.080004999999999979 0.092550000000000007 -0.064799999999999983 -0.23316499999999998 0.094070000000000015 -0.041739999999999992 -0.041644999999999995 -0.48582499999999995 -0.047369999999999995 -0.053259999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 8 -8 9 -7 12 -12 13 15 -14 16 17 18 19 -10 22 -22 -19 24 25 -23 -25 29 -29 -28
right_child=1 -3 -4 5 -6 6 7 -9 10 -11 11 -13 14 -15 -16 -17 -18 20 -20 -21 21 23 -24 26 -26 -27 27 28 -30 -31
leaf_value=-3.8778958969001217e-06 -5.7176431073457938e-05 0.00013719887505100236 1.6995882095105834e-05 7.9241047555115088e-05 -0.00012112446316418105 -9.3139684097629731e-05 8.4953078767284766e-05 -3.673821811389644e-06 6.0241429646676243e-05 1.3269289629533889e-05 8.5491337212379627e-05 8.5696118293088626e-06 -8.4935147738592206e-05 7.9869533268113943e-05 3.7628380596288482e-06 4.8819574180140928e-05 -7.0053099771030252e-05 9.3613355886191136e-05 9.2460017913253989e-05 -6.386642435245449e-05 -0.00013254876105714143 -0.00017117084324524967 6.454873606887123e-08 0.00010646509926459657 7.3811928513864783e-05 -2.1875173801423184e-05 9.703937361424091e-07 -1.5584349729937405e-05 -0.00016360562927413572 0.00010438925019116141
leaf_weight=187 26 22 33 25 28 22 20 20 27 20 23 27 22 24 24 29 20 25 28 24 27 32 1813 20 23 35 376 66 23 30
leaf_count=187 26 22 33 25 28 22 20 20 27 20 23 27 22 24 24 29 20 25 28 24 27 32 1813 20 23 35 376 66 23 30
internal_value=0 2.58352e-05 -1.56902e-05 -6.88375e-07 -1.91472e-05 7.16457e-07 1.53442e-08 4.06396e-05 -5.73414e-07 -4.24687e-05 7.39757e-08 4.39536e-05 -7.48356e-07 -8.32758e-08 -3.86579e-05 -8.2187e-07 -1.38224e-06 -8.43438e-07 3.3957e-05 1.83773e-06 -1.95649e-06 -1.15346e-05 1.33698e-06 -6.134e-06 -5.05047e-05 -9.31806e-05 1.6201e-06 -2.61606e-06 -5.3837e-05 8.61218e-06
internal_weight=0 81 59 3040 215 2825 2800 40 2760 42 2718 50 2668 2622 46 2598 2569 2549 79 51 2470 632 1838 605 90 67 515 495 89 406
internal_count=3121 81 59 3040 215 2825 2800 40 2760 42 2718 50 2668 2622 46 2598 2569 2549 79 51 2470 632 1838 605 90 67 515 495 89 406
is_linear=0
shrinkage=0.1


Tree=3610
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 128 128 12 128 0 16 3 43 1 12 394 390 129 400 4 133 12 43 401 0 16 16 16 1213 1212 1213
split_gain=5.7693e-06 0.000151905 8.44405e-05 2.32821e-05 5.10562e-06 1.96556e-05 1.71692e-05 1.65486e-05 1.44483e-05 2.91342e-05 1.6394e-05 1.60373e-05 1.57235e-05 1.11235e-05 9.82653e-06 1.7765e-05 8.70487e-06 2.26657e-05 1.58311e-05 7.69033e-06 2.48473e-05 1.21562e-05 7.49664e-06 1.62633e-05 9.51589e-06 2.87829e-05 1.69276e-05 1.61102e-05 2.56854e-05 2.06161e-05
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.089035000000000017 0.079650000000000012 0.23631000000000002 0.092940000000000009 -0.076899999999999982 -0.081779999999999978 -0.084724999999999981 -0.11278499999999998 0.093205000000000024 0.14786000000000002 -0.12099999999999998 0.090205000000000007 0.08482000000000002 -0.097649999999999987 -0.085409999999999986 -0.054584999999999995 0.090165000000000009 -0.052894999999999991 0.12006000000000001 -0.07847999999999998 -0.18708499999999997 -0.29154999999999992 -0.39185999999999993 -0.13252999999999998 -0.04353499999999999 -0.087969999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 13 -6 9 10 -9 -11 -10 14 -4 16 17 -16 -18 20 -20 -21 24 -24 25 26 -19 28 -26 -29
right_child=2 -3 4 -5 7 -7 -8 8 12 11 -12 -13 -14 -15 15 -17 18 22 19 21 -22 -23 23 -25 27 -27 -28 29 -30 -31
leaf_value=-1.2606339024304446e-06 -0.00019635049519076185 0.00025877509387614936 6.6863563618178225e-05 -0.00011511969143612078 -9.9790941541349245e-05 7.2747069383407711e-05 -9.1987887144568959e-05 -1.9842312303808286e-05 0.00010001149310720275 -0.00014638815595059316 9.5570557277824264e-05 -2.5643116272145895e-05 -2.1223969581569692e-05 6.0564544219232631e-05 -0.00010687300789868459 -9.1854993799989613e-05 9.8973558791234004e-05 -1.0326347568169974e-05 -1.297010226269963e-05 2.1266435014067926e-05 0.00012412395146384371 -8.0073988938238487e-05 2.4585608084635169e-05 -9.8713294194211542e-05 -1.1155572957994247e-05 -9.7612180763610162e-05 8.4530461535905501e-05 -5.969421173125189e-05 0.00011269105949288455 3.5386126486476855e-06
leaf_weight=176 22 23 22 20 21 38 20 32 23 22 20 22 20 31 20 21 24 317 39 29 20 20 20 23 33 37 20 53 34 1899
leaf_count=176 22 23 22 20 21 38 20 32 23 22 20 22 20 31 20 21 24 317 39 29 20 20 20 23 33 37 20 53 34 1899
internal_value=0 1.5651e-05 -1.18111e-06 -1.28789e-05 3.09765e-07 1.33095e-06 3.19087e-07 -1.70503e-05 -4.54997e-06 -2.61274e-05 2.45473e-05 -8.60156e-05 4.36229e-05 1.0126e-06 3.10927e-07 -2.50269e-07 4.93046e-07 -8.51487e-07 2.55095e-05 9.18418e-06 3.35025e-05 -2.0097e-05 1.89684e-08 -4.1365e-05 7.626e-07 -1.3889e-05 -4.69686e-06 3.47667e-06 5.1692e-05 1.82174e-06
internal_weight=0 219 2902 196 2880 2720 2682 160 139 96 52 44 43 2662 2631 2609 2588 2456 132 108 59 49 2436 43 2393 374 337 2019 67 1952
internal_count=3121 219 2902 196 2880 2720 2682 160 139 96 52 44 43 2662 2631 2609 2588 2456 132 108 59 49 2436 43 2393 374 337 2019 67 1952
is_linear=0
shrinkage=0.1


Tree=3611
num_leaves=31
num_cat=0
split_feature=10 0 16 9 34 2 48 48 456 456 150 447 149 43 43 1374 1375 43 1375 457 484 133 484 49 4 1455 43 1455 1375 456
split_gain=5.25442e-06 5.14723e-05 2.02543e-05 1.3824e-05 5.99613e-06 6.74156e-06 5.56922e-06 1.07516e-05 7.45678e-06 1.71667e-05 1.09686e-05 1.43624e-05 8.75493e-06 6.17628e-06 2.89511e-05 2.84118e-05 4.12478e-05 2.95514e-05 2.79197e-05 2.67962e-05 2.61904e-05 7.43455e-05 4.2972e-05 2.52866e-05 3.24236e-05 1.36724e-05 3.2205e-05 2.82782e-05 1.33877e-05 2.27673e-05
threshold=0.053330000000000009 -0.079829999999999998 -0.008069999999999999 0.08925000000000001 -0.086059999999999984 -0.023999999999999997 -0.22597999999999999 -0.098424999999999985 -0.11319999999999998 -0.085409999999999986 0.12640500000000002 0.094005000000000019 0.095540000000000014 -0.082389999999999977 -0.083134999999999987 0.088460000000000011 -0.085004999999999983 -0.082144999999999982 -0.15308499999999997 0.084840000000000013 0.090535000000000018 0.089755000000000015 0.085740000000000011 -0.012034999999999999 -0.010024999999999997 -0.092919999999999989 -0.013024999999999998 -0.065979999999999983 0.084795000000000023 0.087750000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 -7 -8 -9 -10 11 12 13 14 18 16 -15 -18 -11 20 22 -22 23 24 -20 26 -19 -27 29 -25
right_child=1 2 -4 -5 5 6 7 8 9 10 -12 -13 -14 15 -16 -17 17 25 19 -21 21 -23 -24 28 -26 27 -28 -29 -30 -31
leaf_value=5.4511374460162185e-05 -0.00015071312967768831 -2.0392649662426266e-05 0.00010789074794956833 6.501547444107322e-05 -4.6817358581334238e-05 -5.2531253245433618e-05 7.3487348345224746e-05 -5.5593971850006112e-05 9.2702860529243479e-05 0.0001176302482019223 -5.36348387580993e-05 7.1715422914816625e-05 -6.6187050688313324e-05 0.00012375374408643089 0.00010602765602204178 -0.00011830877102467987 -0.00012396126381645446 0.00011398141685922089 -2.645173017814193e-06 8.5776427835558674e-05 -0.0001510197259832287 8.3431183953680814e-05 0.00012800439742652369 7.1885090186384835e-06 -0.00012562580864646913 -9.9500905234890525e-05 -4.4218985600640411e-05 -1.6542740677437473e-06 8.3774708729747336e-05 -9.7122229040409871e-05
leaf_weight=20 23 32 20 33 31 20 20 24 20 21 38 28 20 26 29 21 20 31 53 35 38 21 26 428 36 30 22 1912 21 22
leaf_count=20 23 32 20 33 31 20 20 24 20 21 38 28 20 26 29 21 20 31 53 35 38 21 26 428 36 30 22 1912 21 22
internal_value=0 -2.61487e-05 2.89471e-05 6.43846e-07 -6.11864e-08 -4.25854e-07 5.96745e-08 4.17193e-07 -8.29452e-08 3.76773e-07 -2.64826e-07 4.4928e-07 -2.6034e-07 2.11914e-07 8.11667e-06 -2.58657e-06 -1.39589e-06 -3.01073e-06 4.06615e-06 5.59019e-07 -4.06518e-06 -6.75711e-05 2.32876e-06 -3.50618e-06 -5.23901e-05 -1.79819e-06 4.83133e-05 -3.16581e-06 5.73092e-06 2.08887e-06
internal_weight=0 75 52 3046 3013 2993 2962 2942 2922 2898 2878 2840 2812 2792 730 2062 2041 2015 701 680 645 59 586 560 89 1995 53 1942 471 450
internal_count=3121 75 52 3046 3013 2993 2962 2942 2922 2898 2878 2840 2812 2792 730 2062 2041 2015 701 680 645 59 586 560 89 1995 53 1942 471 450
is_linear=0
shrinkage=0.1


Tree=3612
num_leaves=31
num_cat=0
split_feature=50 132 1211 50 4 403 50 393 474 1447 475 50 0 4 43 0 0 51 42 2 3 3 2 3 1209 1212 1212 15 401 1212
split_gain=4.99919e-06 0.000103913 0.000120231 2.54732e-05 1.94811e-05 2.86085e-05 1.49228e-05 1.45938e-05 1.05813e-05 1.51845e-05 2.88397e-05 2.60055e-05 1.80122e-05 1.40993e-05 1.1489e-05 1.72589e-05 1.38983e-05 8.52862e-06 7.98525e-06 3.69721e-05 3.54169e-05 2.47708e-05 2.1205e-05 1.90638e-05 1.26955e-05 1.55154e-05 4.62606e-05 4.19286e-05 1.84628e-05 1.62181e-05
threshold=0.090630000000000016 -0.083284999999999984 0.11048500000000001 0.089915000000000009 -0.078629999999999992 -0.062634999999999982 0.094920000000000018 0.11333500000000001 0.088985000000000022 -0.086849999999999997 -0.084264999999999993 0.10517000000000001 -0.084269999999999984 -0.020529999999999996 -0.04652499999999999 -0.087974999999999984 -0.081204999999999986 0.11548000000000001 0.11551500000000002 0.083215000000000011 -0.084074999999999997 -0.077564999999999981 0.10327000000000001 -0.053259999999999995 -0.089214999999999989 -0.089544999999999986 -0.083344999999999989 0.088850000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 5 -3 -6 18 9 -8 -11 12 -12 -10 15 -13 -17 -16 24 -20 -21 -22 -23 -24 -1 27 -27 -26 -28 -30
right_child=1 2 -4 -5 6 -7 8 -9 13 10 11 14 -14 -15 17 16 -18 -19 19 20 21 22 23 -25 25 26 28 -29 29 -31
leaf_value=-6.5137752373571386e-05 0.00018960897893824345 0.00014241514575890807 -0.00020331022574932185 -0.00011145415853769962 -8.3881455031500779e-05 2.034857976506525e-05 8.8635391559522688e-05 -7.8490135829648963e-05 2.2152911988086999e-05 -7.7586647382083148e-05 0.00015395591902969978 -4.3772194105538528e-05 2.2980678174159645e-05 -8.9527190161439098e-05 2.1064233572896905e-06 0.00011279488450478919 1.5084835407022283e-05 -6.6967851484095632e-05 0.00013886665143297212 -0.00012109438363040681 0.00010109395943194008 -9.463484471780249e-05 8.8880507358296139e-05 -2.41639677967344e-05 -5.4440969879429826e-06 -0.00014661993181190074 -8.0191789160819786e-05 0.0001442310462287558 7.4410235136948081e-05 -8.5988263363663866e-07
leaf_weight=31 30 24 28 21 21 96 23 24 20 37 21 26 21 26 39 24 37 33 23 20 30 20 26 35 61 22 29 27 29 2217
leaf_count=31 30 24 28 21 21 96 23 24 20 37 21 26 21 26 39 24 37 33 23 20 30 20 26 35 61 22 29 27 29 2217
internal_value=0 9.09838e-06 -2.27834e-06 -1.76052e-06 1.02861e-05 4.47619e-05 -2.32693e-06 -8.72485e-07 3.25172e-06 1.10457e-05 3.54753e-06 1.84827e-05 8.84683e-05 -4.09706e-05 -4.08488e-09 2.44499e-05 5.35281e-05 -2.95526e-05 -1.47651e-07 2.19307e-05 1.39991e-06 2.3471e-05 -5.2783e-06 2.40189e-05 -1.55496e-06 -7.28518e-07 -2.30721e-06 4.0479e-05 -9.11659e-07 1.11993e-07
internal_weight=0 506 476 2615 448 120 328 2594 307 261 238 201 42 46 159 87 61 72 2570 154 131 111 81 61 2416 2385 2297 88 2275 2246
internal_count=3121 506 476 2615 448 120 328 2594 307 261 238 201 42 46 159 87 61 72 2570 154 131 111 81 61 2416 2385 2297 88 2275 2246
is_linear=0
shrinkage=0.1


Tree=3613
num_leaves=31
num_cat=0
split_feature=1211 50 132 1203 1185 133 401 42 133 1210 1209 3 1209 401 401 401 391 129 403 160 43 42 402 132 1211 1212 402 0 403 160
split_gain=7.3963e-06 3.92375e-05 9.43926e-06 3.75396e-05 1.79946e-05 8.31792e-06 5.85518e-06 1.92256e-05 1.3229e-05 9.39982e-06 7.01757e-06 3.24526e-05 1.06286e-05 6.03681e-06 9.47956e-06 9.33913e-06 1.78491e-05 1.80541e-05 8.34612e-06 4.0967e-05 7.71705e-05 2.89078e-05 5.01495e-05 2.61893e-05 6.87249e-06 1.08547e-05 3.51352e-05 2.49955e-05 8.30901e-06 7.17363e-06
threshold=0.11048500000000001 0.096900000000000014 -0.083284999999999984 0.089005000000000015 -0.083264999999999992 -0.011534999999999998 -0.06959499999999999 0.10306000000000001 0.51114000000000004 0.24726500000000004 -0.085894999999999985 -0.083154999999999993 -0.077594999999999983 0.13571500000000003 0.11602000000000001 0.10632500000000002 -0.088134999999999977 -0.075474999999999987 -0.14669999999999997 -0.025879999999999997 -0.023869999999999995 0.085730000000000015 -0.035114999999999993 0.11359000000000001 0.09030500000000001 -0.08867499999999999 -0.095444999999999988 -0.086834999999999982 -0.092059999999999989 -0.092929999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 -4 -2 7 -6 9 10 11 -8 -12 14 15 16 -14 -18 19 -19 21 23 -23 -21 25 27 -27 -20 -28 -30
right_child=1 -3 4 -5 6 -7 8 -9 -10 -11 12 -13 13 -15 -16 -17 17 18 24 20 -22 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=-6.1812479238980325e-06 -4.6005358014457616e-05 0.00014380168352297253 9.5260236157628249e-05 -0.00013887233071727679 9.8765052691381539e-05 2.9623904013603282e-05 -0.00012973118758633393 -2.4244203841253359e-05 -5.9944763012714942e-05 6.2561395649633295e-05 6.4058494507872438e-05 2.7065924024844374e-05 -9.4737557192274847e-05 5.3204285151358432e-05 -5.3083454324277065e-05 5.1370014178766211e-05 8.1439103491397368e-05 0.00010834340042492841 -2.9607439977380202e-05 -0.0001301276475195274 -0.00016660988519622669 -4.3705766001949088e-05 0.0001802350523212226 2.2788447796529e-05 5.1779978541442408e-05 -0.00012663683863303794 4.6719258812357258e-05 0.0001212907712017667 1.165350077416068e-05 -3.1351013050560294e-06
leaf_weight=191 33 22 20 24 24 26 22 27 37 24 26 33 20 21 34 35 27 20 21 21 37 20 20 24 26 22 38 23 401 1802
leaf_count=191 33 22 20 24 24 26 22 27 37 24 26 33 20 21 34 35 27 20 21 21 37 20 20 24 26 22 38 23 401 1802
internal_value=0 2.98232e-05 -7.94633e-07 -2.09933e-05 7.42609e-07 -1.26772e-05 6.86869e-08 3.36425e-05 -5.53051e-07 2.55744e-07 -2.99524e-07 -3.56529e-05 4.37563e-07 -1.95723e-07 -6.28529e-07 6.89554e-08 -6.42994e-07 1.0916e-07 -7.78075e-07 -2.4316e-05 -4.60634e-05 6.40974e-06 6.82646e-05 -4.85724e-05 6.54579e-07 7.83936e-08 -8.78072e-07 4.92712e-05 3.56507e-07 -4.43213e-07
internal_weight=0 81 3040 215 2825 59 2805 51 2754 2717 2693 55 2638 2612 2591 2557 2522 2502 2475 142 122 85 40 45 2333 2307 2263 44 2241 2203
internal_count=3121 81 3040 215 2825 59 2805 51 2754 2717 2693 55 2638 2612 2591 2557 2522 2502 2475 142 122 85 40 45 2333 2307 2263 44 2241 2203
is_linear=0
shrinkage=0.1


Tree=3614
num_leaves=31
num_cat=0
split_feature=1211 50 132 1203 393 133 402 16 401 402 1208 1208 402 1209 4 150 4 49 160 4 49 16 0 1429 157 157 3 484 15 12
split_gain=5.99101e-06 3.17824e-05 7.6458e-06 3.04071e-05 1.57368e-05 6.73752e-06 5.7313e-06 1.19827e-05 1.15514e-05 5.96529e-05 5.97588e-06 8.54902e-06 1.3922e-05 1.48196e-05 5.0814e-06 2.27946e-05 2.07997e-05 6.15165e-05 0.000108308 1.93e-05 1.8686e-05 2.74798e-05 2.64598e-05 1.82529e-05 5.42949e-05 2.80172e-05 3.21027e-05 1.77399e-05 5.22637e-05 4.79536e-05
threshold=0.11048500000000001 0.096900000000000014 -0.083284999999999984 0.089005000000000015 0.12069000000000002 -0.011534999999999998 -0.45454999999999995 -0.07550999999999998 -0.06959499999999999 -0.40883999999999993 0.11531000000000001 0.10233500000000001 0.23460000000000003 0.10521000000000001 -0.011559999999999999 0.10874500000000002 -0.008819999999999998 -0.0087049999999999992 -0.081639999999999976 -0.010384999999999998 0.097360000000000016 -0.16927999999999996 -0.080869999999999984 0.057970000000000008 -0.085929999999999992 -0.06482499999999998 -0.082484999999999989 0.10126500000000001 -0.56020999999999987 0.12757000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 6 -2 7 -4 -8 -10 11 12 13 14 15 20 17 19 -19 -16 21 -11 -22 27 -25 26 -26 28 -18 -30
right_child=1 -3 4 -5 -6 -7 8 -9 9 10 -12 -13 -14 -15 16 -17 23 18 -20 -21 22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-5.5631241189052002e-06 -4.1404819545608588e-05 0.00012942153467024168 -1.4780722804630387e-05 -0.00012498510235066837 8.6912332105947869e-05 2.6661513752165218e-05 6.0130955628870478e-05 8.6227457454104138e-05 -0.00017332676323349007 -0.00012183507333247691 -5.074192914711919e-05 5.2658741567997387e-05 -6.6783318799289485e-05 8.4294951132809126e-05 4.9779627376913345e-05 -9.0441220139230924e-05 0.00013737766891911936 -2.0960874244337902e-05 0.00030814059042313604 -7.353319354327444e-05 0.00012420076595002754 -3.6663030054775827e-06 7.1919555439843168e-06 -0.00018740206132861204 -4.5256061054280272e-05 -8.6420790699347756e-05 0.00011551585945131525 -6.0531452281793459e-05 7.1959855893103922e-06 -0.00012560218828444445
leaf_weight=191 33 22 24 24 21 26 31 23 20 20 23 31 31 21 22 30 30 20 20 30 27 1227 68 20 23 26 27 40 942 28
leaf_count=191 33 22 24 24 21 26 31 23 20 20 23 31 31 21 22 30 30 20 20 30 27 1227 68 20 23 26 27 40 942 28
internal_value=0 2.68409e-05 -7.15176e-07 -1.88939e-05 6.68341e-07 -1.14095e-05 2.24338e-08 3.46488e-05 -5.6786e-07 -1.25813e-06 1.36312e-08 4.48733e-07 -1.61565e-07 6.26407e-07 -4.93776e-08 -4.23179e-06 4.62348e-06 5.0356e-05 0.00014359 -2.13624e-05 -2.30461e-06 -5.56155e-06 4.04471e-05 9.19794e-07 -4.08015e-05 -2.22239e-06 4.15608e-05 4.77099e-06 7.38309e-06 3.36264e-06
internal_weight=0 81 3040 215 2825 59 2804 47 2757 2726 2706 2683 2652 2621 2600 1372 1228 92 40 52 1342 1247 95 1136 96 76 50 1040 1000 970
internal_count=3121 81 3040 215 2825 59 2804 47 2757 2726 2706 2683 2652 2621 2600 1372 1228 92 40 52 1342 1247 95 1136 96 76 50 1040 1000 970
is_linear=0
shrinkage=0.1


Tree=3615
num_leaves=31
num_cat=0
split_feature=132 1203 393 50 1213 42 42 403 402 43 402 403 2 42 4 2 12 402 1210 4 16 1210 1210 1210 4 12 12 47 1204 43
split_gain=5.71312e-06 0.000143841 8.09111e-05 2.58734e-05 5.8982e-06 2.07876e-05 6.19927e-05 3.95068e-05 8.92558e-06 3.94944e-05 1.37506e-05 9.41826e-06 5.81232e-05 1.27107e-05 3.60629e-05 4.59314e-05 2.33916e-05 2.13385e-05 1.2584e-05 1.03769e-05 7.56679e-06 6.53173e-06 1.34242e-05 1.37242e-05 1.32945e-05 7.63895e-06 2.04806e-05 9.58747e-06 9.35515e-06 8.94418e-06
threshold=-0.083284999999999984 0.089165000000000008 0.12679500000000002 0.10022000000000002 0.086260000000000017 0.090990000000000015 0.095185000000000006 -0.50388999999999984 -0.45015499999999992 0.05259500000000001 -0.41596499999999997 -0.54448499999999989 0.083935000000000023 0.11551500000000002 -0.079164999999999985 0.094215000000000007 0.11527000000000001 0.22872000000000001 -0.094799999999999982 0.04735000000000001 -0.079734999999999986 -0.085329999999999975 -0.077744999999999995 -0.061049999999999993 -0.082594999999999988 0.11650500000000001 0.12757000000000002 0.13910500000000003 -0.016569999999999994 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 8 7 -7 -6 9 -2 -10 12 -12 17 -15 -16 -17 18 -13 -18 -9 -20 24 -24 -23 27 -27 28 -25 -30
right_child=2 -3 -4 -5 5 6 -8 20 10 -11 11 13 -14 14 15 16 19 -19 21 -21 -22 22 23 25 -26 26 -28 -29 29 -31
leaf_value=6.0134501919409641e-08 5.4794593008567894e-05 0.00025215725346124204 -0.00020161672480753626 -0.00011996819423075068 -0.00013229723186668706 0.00020848107713391075 -2.0370737422189419e-05 2.4407905958209349e-06 7.8663422358328137e-05 -0.00012205747532009679 -0.00016292888410490656 7.4664037377012647e-05 4.5480502217287727e-05 0.00013593803574062454 -9.779693162624514e-05 0.00011723388310170337 -4.0887292328989137e-05 -0.00010433925439429005 -5.3218662257374188e-05 5.5752261068846572e-05 6.5372897671326863e-05 -2.4096733250189571e-06 -7.2661894942198325e-05 5.1702671992119794e-05 0.00011151122196765972 0.00010932086887888463 -2.2972660488449039e-05 -6.9032530102828928e-05 -2.8434164534290869e-07 -2.6219371299613533e-05
leaf_weight=176 23 23 20 20 20 20 29 56 22 28 23 22 32 26 31 29 25 20 24 20 29 20 27 33 21 22 25 21 2092 142
leaf_count=176 23 23 20 20 20 20 29 56 22 28 23 22 32 26 31 29 25 20 24 20 29 20 27 33 21 22 25 21 2092 142
internal_value=0 1.55746e-05 -1.17533e-06 -1.21877e-05 2.15659e-07 1.9256e-05 7.30382e-05 -5.84235e-06 -8.59199e-07 -4.23007e-05 -6.96908e-08 -7.22093e-07 -4.16725e-05 1.44166e-07 3.04987e-05 4.38991e-06 4.71979e-05 -1.46638e-06 -6.26261e-07 2.06362e-06 2.39117e-05 -1.30874e-06 -7.90293e-07 -1.77503e-06 5.59401e-05 -9.55352e-07 3.8952e-05 -1.77513e-06 -1.1521e-06 -1.93285e-06
internal_weight=0 219 2902 196 2882 154 49 105 2728 51 2677 2655 55 2600 131 105 74 2469 2449 45 85 2427 2403 2362 41 2335 47 2288 2267 2234
internal_count=3121 219 2902 196 2882 154 49 105 2728 51 2677 2655 55 2600 131 105 74 2469 2449 45 85 2427 2403 2362 41 2335 47 2288 2267 2234
is_linear=0
shrinkage=0.1


Tree=3616
num_leaves=31
num_cat=0
split_feature=448 0 40 130 39 41 132 50 1185 1203 0 3 1204 1213 0 12 403 403 12 1429 16 16 1210 51 1176 1210 402 1212 12 15
split_gain=5.49438e-06 1.61568e-05 5.40379e-06 2.03792e-05 1.54343e-05 5.58427e-06 6.14988e-06 0.000157869 6.90262e-05 2.85034e-05 5.61783e-06 9.66598e-06 8.8035e-06 5.15873e-06 2.01383e-05 3.12762e-05 1.05412e-05 1.71181e-05 7.24541e-06 2.71197e-05 2.57687e-05 0.000125719 2.87323e-05 2.53786e-05 2.30638e-05 2.34755e-05 2.61458e-05 3.94138e-05 1.97773e-05 1.82482e-05
threshold=0.068920000000000023 -0.26609999999999995 -0.24620999999999996 -0.22699999999999995 0.15438500000000002 0.11457000000000002 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089165000000000008 -0.097274999999999986 -0.073309999999999986 -0.0030749999999999996 0.093235000000000026 -0.086729999999999988 0.087830000000000005 -0.028309999999999998 -0.10197999999999999 0.09334000000000002 -0.067934999999999982 0.26676500000000009 0.15891500000000003 -0.064799999999999983 -0.020969999999999996 0.085295000000000024 -0.3960249999999999 0.10999000000000002 -0.04353499999999999 0.10508500000000001 -0.096999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 9 -8 10 -5 12 -12 18 -15 -16 17 -17 24 -20 21 22 -21 28 25 -10 -27 -28 -22 -24
right_child=-2 2 3 4 -6 -7 8 -9 13 -11 11 -13 -14 14 15 16 -18 -19 19 20 23 -23 29 -25 -26 26 27 -29 -30 -31
leaf_value=8.5729587259596561e-05 -5.2245432598283515e-05 5.1537488543544904e-05 -9.6511170043165554e-05 -4.224307424738072e-05 8.551613955638633e-05 -4.5786064166114322e-05 -0.00017776114850262688 0.00028348227858259633 0.00010139030915604015 -0.00012505193648394198 1.6002793199731968e-05 5.3031574724308164e-05 -4.4761152232814842e-05 8.2067617414223438e-05 -8.2520855192021436e-05 5.8064959156236632e-05 9.3661528747664613e-05 -6.2192426667024848e-05 -0.00010296616060562277 -0.00011716826998467282 3.0313633070196671e-05 -0.00025077499452560336 -4.8135311468203414e-05 0.00011051405749786945 0.0001063179230446362 1.6191752563121546e-06 1.3796376370009968e-05 -0.00016759257256205237 -6.6345772985961835e-05 9.1905631574523544e-06
leaf_weight=22 20 20 22 25 21 27 22 20 23 20 64 37 38 37 34 29 21 20 30 22 98 22 66 31 21 1884 25 23 27 350
leaf_count=22 20 20 22 25 21 27 22 20 23 20 64 37 38 37 34 29 21 20 30 22 98 22 66 31 21 1884 25 23 27 350
internal_value=0 3.36964e-07 -2.73182e-07 -6.11924e-07 8.27689e-08 -5.12092e-07 -1.03127e-07 1.66566e-05 -1.33077e-06 -1.23462e-05 1.39845e-06 9.24765e-06 -6.63476e-06 7.40304e-08 1.87072e-05 -3.83444e-06 3.43847e-05 8.98031e-06 -9.27984e-07 -1.01217e-05 -5.60008e-06 -1.75108e-05 -5.79437e-06 2.95214e-05 2.07766e-06 9.57946e-07 -2.37678e-07 -7.31192e-05 9.4352e-06 9.55927e-08
internal_weight=0 3101 3079 3059 3037 3016 2989 204 2785 184 164 139 102 2763 141 104 70 49 2622 646 616 460 438 156 1976 1955 1932 48 125 416
internal_count=3121 3101 3079 3059 3037 3016 2989 204 2785 184 164 139 102 2763 141 104 70 49 2622 646 616 460 438 156 1976 1955 1932 48 125 416
is_linear=0
shrinkage=0.1


Tree=3617
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 4 11 33 10 16 15 15 10 1 1 123 4 2 376 0 403 401 42 147 48 2 2 156 14 15 0
split_gain=5.43192e-06 4.34774e-05 1.46647e-05 4.74322e-06 8.95324e-06 8.79301e-06 1.60413e-05 8.22989e-06 6.78993e-05 5.44033e-05 6.35135e-06 6.11897e-06 6.21749e-06 1.94433e-05 1.93885e-05 1.86537e-05 8.14557e-06 1.70235e-05 1.25535e-05 7.78822e-06 1.39748e-05 7.94245e-06 8.21826e-06 4.16586e-05 1.00191e-05 1.99559e-05 1.48935e-05 1.34151e-05 2.3574e-05 1.14882e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23123999999999997 0.62931500000000018 -0.011194999999999998 -0.012019999999999998 -0.0097449999999999985 -0.056919999999999991 -0.10324499999999999 0.23208000000000004 -1.0000000180025095e-35 0.13686500000000004 0.13471500000000003 0.090420000000000014 0.10637500000000001 0.14285500000000004 0.088720000000000007 -0.010949999999999998 0.62487500000000018 0.13274500000000003 0.12556000000000003 0.093875000000000014 -0.072824999999999987 0.12198500000000001 0.11982500000000001 0.10441500000000002 -0.31455999999999995 -0.26481999999999994 0.13134000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -7 8 9 -8 11 -9 13 16 15 -14 17 19 -18 20 21 22 24 -24 25 27 -26 -13 -29 -30
right_child=1 3 -4 4 -6 6 7 10 -10 -11 -12 12 14 -15 -16 -17 18 -19 -20 -21 -22 -23 23 -25 26 -27 -28 28 29 -31
leaf_value=-5.5120139819710179e-06 0.00014451951965817163 4.533878590850889e-05 -8.4146767363159198e-05 5.8262352834285245e-05 -4.9810547665806049e-05 -8.3330796105260765e-05 -0.00016062172083944793 -5.2339881664881004e-05 0.00013839643507304169 3.4308739925951914e-05 5.0690643066294196e-05 7.9109599305194858e-05 1.2654412629282371e-05 8.9915612140127144e-05 4.3348520767512337e-05 -0.00010721690178958372 7.6156957540220136e-05 -9.1005086401959752e-05 -2.4246375760412777e-05 5.6102002236002595e-05 -7.0146565008928589e-05 6.0919553054970626e-05 -0.00013318017074652745 5.968026925118119e-05 1.0754561730115765e-05 -0.00010077596540213562 0.00010892269980104174 -9.5852662875236448e-05 -1.2144496504587156e-06 4.5921893094068849e-05
leaf_weight=195 21 23 27 26 36 23 22 23 36 41 24 21 21 24 26 34 33 21 20 24 29 21 24 21 68 20 20 26 2118 53
leaf_count=195 21 23 27 26 36 23 22 23 36 41 24 21 21 24 26 34 33 21 20 24 29 21 24 21 68 20 20 26 2118 53
internal_value=0 1.15447e-06 -1.50757e-05 1.0837e-07 -2.56008e-07 3.76827e-07 -1.62028e-07 5.28543e-07 2.88409e-05 -3.37622e-05 -5.2085e-07 -9.85177e-07 -5.35041e-07 3.33709e-07 -2.78095e-05 -6.14479e-05 -5.1979e-07 -1.35345e-06 3.82689e-05 -5.83434e-07 -1.14537e-06 -3.08819e-07 -8.5112e-07 -4.31786e-05 -3.22299e-08 -1.33366e-06 3.30655e-05 -4.36976e-07 -1.19732e-06 -6.37236e-08
internal_weight=0 2899 222 2878 2855 2819 2793 2770 99 63 2671 2647 2624 2543 81 55 2519 2466 53 2445 2421 2392 2371 45 2326 2238 88 2218 2197 2171
internal_count=3121 2899 222 2878 2855 2819 2793 2770 99 63 2671 2647 2624 2543 81 55 2519 2466 53 2445 2421 2392 2371 45 2326 2238 88 2218 2197 2171
is_linear=0
shrinkage=0.1


Tree=3618
num_leaves=31
num_cat=0
split_feature=1204 1186 2 132 394 393 12 403 50 1203 398 16 399 1185 52 394 394 13 40 13 0 13 1 13 13 473 471 52 12 3
split_gain=5.14817e-06 6.14918e-06 2.88329e-05 1.85354e-05 0.000219058 0.000135965 1.59245e-05 1.80024e-05 8.9948e-06 9.49287e-06 6.8844e-06 9.902e-06 1.14121e-05 6.78438e-06 1.63937e-05 7.1741e-06 2.70751e-05 7.10487e-06 5.62261e-05 3.18322e-05 2.18573e-05 1.7924e-05 2.94641e-05 1.20658e-05 1.71254e-05 1.34874e-05 2.25634e-05 1.33106e-05 2.7957e-05 2.14418e-05
threshold=0.053645000000000005 0.057025000000000006 0.084055000000000005 -0.083284999999999984 0.0041850000000000004 0.11333500000000001 0.088245000000000004 0.085340000000000013 0.09227500000000001 0.084375000000000019 0.10586000000000002 -0.072359999999999994 0.087485000000000021 0.085905000000000009 0.084735000000000019 -0.11103499999999998 -0.079154999999999989 0.24813000000000004 -0.24452499999999996 0.19762500000000002 -0.059114999999999994 0.11217000000000001 0.077565000000000009 0.10591500000000001 0.10002500000000002 -0.072684999999999986 -0.081099999999999992 -0.56022499999999986 0.086565000000000017 -0.24124499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 13 7 -4 9 10 11 12 -1 15 -15 -5 -17 18 -18 21 -19 23 -23 24 25 -20 -27 28 -28 -29
right_child=-2 2 6 5 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 16 17 20 19 -21 -22 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=-8.0082991189556196e-06 4.1225749907122618e-05 -0.00011544483259058326 -1.905418273963733e-05 5.7855525214801596e-05 0.00034360351830400762 -0.00026139063036680456 -4.2990618510105247e-05 0.00011351189199601884 -6.0987877735057675e-05 4.9899179099487483e-05 3.801307783843103e-05 2.0764886700514279e-05 -0.00010198051404586295 -3.067171332077123e-05 8.8779587329352387e-05 -0.00011392595021918948 0.00016800908648292534 1.821841473311877e-06 8.1361854881834006e-05 -0.00011039834224413006 -0.00011419751959196715 0.00011148628596452506 -3.5405769002946646e-05 -6.1473290145386272e-05 9.2487483343575163e-05 -9.9672170757042733e-05 -6.7006095196120442e-06 -8.5301471857140629e-05 0.00013924643995518897 -2.1694081289440942e-07
leaf_weight=28 30 26 20 21 20 20 35 21 26 33 22 30 24 20 27 21 20 62 20 26 22 36 22 32 20 23 35 30 21 2328
leaf_count=28 30 26 20 21 20 20 35 21 26 33 22 30 24 20 27 21 20 62 20 26 22 36 22 32 20 23 35 30 21 2328
internal_value=0 -4.00115e-07 -2.45448e-05 4.23826e-07 3.12597e-05 -1.58721e-06 6.55256e-06 4.88455e-05 -7.06468e-06 3.16892e-06 -1.16589e-05 -2.49856e-05 -5.13801e-05 2.77854e-07 3.79492e-05 -3.6857e-07 -8.18425e-07 6.22788e-08 9.82532e-07 -3.05756e-07 -2.85642e-05 8.09323e-07 5.57686e-05 -4.61159e-07 3.27048e-07 -4.23138e-07 -1.09433e-06 -1.55107e-07 4.80295e-05 -1.29944e-06
internal_weight=0 3091 102 2989 183 2806 76 41 163 137 104 82 52 2786 47 2739 2718 2697 2613 2593 84 2567 58 2509 2477 2457 2437 2414 56 2358
internal_count=3121 3091 102 2989 183 2806 76 41 163 137 104 82 52 2786 47 2739 2718 2697 2613 2593 84 2567 58 2509 2477 2457 2437 2414 56 2358
is_linear=0
shrinkage=0.1


Tree=3619
num_leaves=31
num_cat=0
split_feature=393 43 1374 49 133 1371 1455 457 43 401 401 12 4 15 51 133 16 51 43 43 2 0 42 3 1374 150 151 151 13 15
split_gain=6.56014e-06 5.18314e-06 3.6409e-05 3.32158e-05 6.28911e-05 1.93681e-05 1.85e-05 2.27693e-05 1.74431e-05 1.65785e-05 1.8387e-05 2.41678e-05 1.77435e-05 2.79297e-05 3.34815e-05 1.97818e-05 1.93309e-05 1.68757e-05 1.93308e-05 2.82547e-05 2.2559e-05 1.92361e-05 1.54759e-05 1.23373e-05 1.2046e-05 1.95447e-05 1.78101e-05 3.75896e-05 3.14126e-05 2.27786e-05
threshold=0.12679500000000002 -0.085594999999999991 0.087110000000000007 0.10969000000000002 0.090665000000000009 0.083235000000000017 0.077080000000000023 0.085130000000000025 -0.085254999999999984 0.11769000000000002 0.080710000000000018 0.090345000000000023 -0.0096849999999999974 -0.095869999999999983 -0.083899999999999988 0.08622500000000001 -0.087874999999999981 0.067785000000000012 -0.088704999999999992 -0.091274999999999981 0.10097500000000002 -0.076899999999999982 0.083935000000000023 -0.084524999999999975 0.078255000000000005 0.088985000000000009 -0.091299999999999978 -0.10737499999999998 0.11596500000000001 -0.024814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 8 7 9 -3 10 12 -12 17 15 -15 -14 -16 18 19 20 22 -19 -1 -9 26 -26 27 29 -28 -10
right_child=-2 5 -4 4 -6 -7 -8 23 24 -11 11 -13 13 14 16 -17 -18 21 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-1.5908033546569763e-06 4.7340239262698091e-05 -9.4631548126926655e-05 0.00011504752259497765 -0.00018254060602115575 5.0133051298048704e-05 -8.6801215258202767e-05 7.8247001771261345e-05 2.1339413897294436e-05 2.2529038262421508e-05 8.774033314693953e-05 -0.0001320601883053314 8.4284658441902148e-06 9.1377341993426894e-05 2.6424165844218807e-05 -4.2763030245212934e-05 -2.5702962480981148e-05 -0.00015194782095290173 1.6713654828695975e-05 -7.2833741575907749e-05 0.00012283827633258296 -8.7484381492686228e-05 0.00014511955530906561 6.9497843544856405e-05 0.00013241296159321794 -1.6337569486495341e-05 0.00012346465657174123 -1.135344337547323e-06 -0.0001586206171768109 0.00011894643910802022 -0.00010179664881434294
leaf_weight=121 29 20 30 26 21 27 36 20 56 20 25 24 27 31 31 31 34 28 28 22 24 20 41 20 20 20 2225 22 22 20
leaf_count=121 29 20 30 26 21 27 36 20 56 20 25 24 27 31 31 31 34 28 28 22 24 20 41 20 20 20 2225 22 22 20
internal_value=0 -4.4401e-07 7.41534e-06 2.29e-06 -7.858e-05 -2.57689e-06 8.80954e-06 4.23961e-06 -1.63134e-06 -1.49108e-06 -5.15562e-06 -6.32494e-05 1.34346e-06 -2.59892e-05 -5.90909e-05 2.87999e-05 -9.98751e-05 1.61647e-05 5.17117e-06 1.56718e-05 2.99623e-06 7.02161e-05 1.64008e-05 7.68762e-05 -8.51463e-07 5.35635e-05 -1.77965e-06 -4.35098e-05 4.03563e-08 -1.01882e-05
internal_weight=0 3092 660 630 47 2432 583 547 2405 507 487 49 438 154 96 58 65 284 236 208 186 48 162 40 2385 40 2345 98 2247 76
internal_count=3121 3092 660 630 47 2432 583 547 2405 507 487 49 438 154 96 58 65 284 236 208 186 48 162 40 2385 40 2345 98 2247 76
is_linear=0
shrinkage=0.1


Tree=3620
num_leaves=31
num_cat=0
split_feature=132 393 394 50 130 10 0 40 12 12 142 11 33 9 16 12 41 12 1453 15 49 52 49 49 148 147 448 43 49 123
split_gain=6.26169e-06 4.04663e-05 1.44812e-05 6.4681e-06 5.28919e-06 1.4208e-05 1.66886e-05 1.36033e-05 1.05474e-05 9.75173e-06 1.70626e-05 1.55404e-05 1.00605e-05 1.10166e-05 2.16376e-05 7.2298e-06 6.78065e-06 2.34146e-05 1.12597e-05 7.10016e-06 8.84443e-06 1.16174e-05 7.20524e-06 1.42757e-05 1.11771e-05 1.64129e-05 1.36386e-05 8.7515e-06 8.18024e-06 2.79877e-05
threshold=-0.083174999999999985 0.12069000000000002 0.013605000000000001 0.09227500000000001 -0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.14786000000000002 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 -0.044254999999999996 0.088235000000000022 -0.39185999999999993 0.11586 0.086565000000000017 0.087075000000000014 0.10676500000000001 0.19724500000000003 -0.14917999999999998 -0.15275999999999998 -0.10069499999999999 -0.088694999999999982 0.069020000000000012 0.097430000000000003 1.0000000180025095e-35 -0.084569999999999992 -0.079429999999999987 0.084660000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 6 -6 -7 9 10 -9 -12 -13 15 -15 16 18 -18 19 20 21 -14 27 -24 25 26 28 -22 29 -25
right_child=1 -3 -4 -5 5 7 -8 8 -10 -11 11 12 13 14 -16 -17 17 -19 -20 -21 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-8.6448352986139832e-07 -5.1016367142437953e-05 0.00013955099704963643 -9.5202184526161076e-05 -5.3469840713660234e-05 -3.2296704289148604e-06 -8.0445777625538458e-05 0.00012440762744517998 8.8000901913884192e-05 6.6348316552951788e-05 -6.8116897870952795e-05 -8.4126798083161705e-05 7.092220112099312e-05 1.4162527093669104e-05 9.0007609417495733e-06 -0.00012718473453787738 -4.3295054119634851e-05 0.00010376777177393355 -3.1773571681696925e-05 -7.4237311491742733e-05 5.6398947155052479e-05 -2.6240648003295061e-07 -8.220448758822449e-05 -7.4490283732302491e-05 8.413885149165316e-05 6.0173565111654176e-05 -8.733814568023221e-05 7.8090059030174689e-05 8.621623571591707e-05 -3.4262987998293481e-07 -4.728887437382722e-05
leaf_weight=174 20 21 21 27 21 21 20 22 24 21 22 20 22 28 20 37 26 25 20 23 25 29 25 43 32 21 23 22 2240 26
leaf_count=174 20 21 21 27 21 21 20 22 24 21 22 20 22 28 20 37 26 25 20 23 25 29 25 43 32 21 23 22 2240 26
internal_value=0 1.23951e-06 -1.61863e-05 -7.93087e-06 2.30285e-07 5.88904e-07 5.90324e-05 -2.61712e-07 3.40529e-07 -2.30967e-07 2.87246e-07 -4.19863e-07 2.6043e-07 -2.65523e-07 -4.77432e-05 5.98035e-07 1.22219e-06 3.73259e-05 5.00395e-07 1.09097e-06 5.83763e-07 -4.06344e-05 1.43933e-06 6.83086e-07 1.47107e-06 6.72732e-07 1.46528e-06 4.0217e-05 7.02022e-07 3.46154e-05
internal_weight=0 2899 222 201 2878 2858 41 2817 2796 2772 2751 2729 2707 2687 48 2639 2602 51 2551 2531 2508 51 2457 2410 2385 2353 2332 47 2309 69
internal_count=3121 2899 222 201 2878 2858 41 2817 2796 2772 2751 2729 2707 2687 48 2639 2602 51 2551 2531 2508 51 2457 2410 2385 2353 2332 47 2309 69
is_linear=0
shrinkage=0.1


Tree=3621
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1 121 39 12 33 3 47 2 3 48 13 16 2 52 160 49 1 1 13 3 156 160 3 376 0 3 49
split_gain=5.07197e-06 3.61031e-05 1.29909e-05 4.70425e-06 2.02178e-05 6.83611e-06 2.33912e-05 2.24025e-05 7.34004e-06 3.01899e-05 0.000125419 6.52647e-05 3.44138e-05 2.14653e-05 1.73379e-05 5.15411e-05 3.02915e-05 3.07497e-05 1.79957e-05 2.88176e-05 3.56997e-05 2.43285e-05 1.60275e-05 2.43196e-05 2.0245e-05 1.50096e-05 3.50705e-05 1.32379e-05 1.9924e-05 1.77774e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.16540500000000002 -0.094339999999999993 -1.0000000180025095e-35 -0.029094999999999999 -0.009184999999999997 -0.00083499999999999991 0.094160000000000008 0.10402500000000002 0.0022600000000000003 0.13400000000000004 -0.16152999999999998 -0.018494999999999998 0.084755000000000011 -0.080114999999999978 0.096485000000000015 -0.046019999999999998 0.10937500000000001 0.086720000000000005 -0.085584999999999981 0.11658 0.092385000000000009 -0.061284999999999992 -0.0080949999999999998 0.081970000000000015 -0.092404999999999973 -0.012304999999999998 0.10390000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 -6 -7 13 11 -11 -10 -12 -9 16 -16 -13 18 -18 20 -20 -21 23 -17 -24 27 -27 28 29 -15
right_child=1 3 -4 -5 5 7 -8 8 9 10 12 14 -14 25 15 22 17 -19 19 21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.5662811586770639e-06 0.00013175786206418361 -9.1612179676303651e-05 -7.9577455202255542e-05 4.3352044769562787e-05 -3.0110391613561659e-05 -8.7525712472691751e-05 0.00010810242267780269 -0.00010462590158567764 -0.00017468332732278215 0.00023751515371779014 -0.00012553414094976947 -0.00010118370383376411 4.9755971910296161e-05 1.9778450323386077e-05 0.00018160314849367191 2.1686186215674752e-05 -7.1649782260335221e-05 0.00011533499788999072 -4.2704147711413462e-06 1.702857036096163e-05 0.00017200205418248517 -0.00010274851806895771 -1.6735501967559686e-05 -9.3003120869420515e-05 0.00011499468655529199 -0.00011646312103788231 3.955955700598679e-05 -2.7603245380999346e-06 0.0001101300138874318 -5.2578644183660418e-05
leaf_weight=195 21 24 27 25 25 29 24 20 20 28 21 30 24 319 21 64 35 23 27 43 20 28 20 26 28 34 25 1835 22 38
leaf_count=195 21 24 27 25 25 29 24 20 20 28 21 30 24 319 21 64 35 23 27 43 20 28 20 26 28 34 25 1835 22 38
internal_value=0 1.11555e-06 -1.45676e-05 1.62292e-07 -2.16167e-07 5.59197e-07 3.75857e-05 -9.34285e-08 8.28249e-07 1.2386e-05 7.13473e-05 1.20633e-06 -3.20461e-05 -1.48028e-06 1.08441e-05 3.56518e-05 -8.30359e-06 7.52825e-06 -8.67799e-06 1.00001e-05 7.07391e-05 -3.02075e-05 1.34419e-05 -1.14463e-05 6.01071e-05 -5.72704e-07 -5.03518e-05 7.5384e-07 1.77683e-05 1.20766e-05
internal_weight=0 2899 222 2878 2853 2829 49 2780 2751 458 73 385 45 2293 365 159 206 176 153 118 47 71 138 90 48 2273 59 2214 379 357
internal_count=3121 2899 222 2878 2853 2829 49 2780 2751 458 73 385 45 2293 365 159 206 176 153 118 47 71 138 90 48 2273 59 2214 379 357
is_linear=0
shrinkage=0.1


Tree=3622
num_leaves=31
num_cat=0
split_feature=47 2 47 9 33 12 393 1453 51 133 133 49 43 133 151 48 1 0 0 131 132 4 12 43 1374 484 3 482 1374 1373
split_gain=5.07287e-06 4.92841e-05 3.11583e-05 9.88761e-06 4.01073e-05 3.84641e-05 9.13763e-06 8.79912e-06 1.34544e-05 8.50682e-06 1.77194e-05 1.11404e-05 1.09795e-05 1.03411e-05 1.26738e-05 2.12733e-05 4.3592e-05 1.04731e-05 1.28496e-05 8.24367e-06 7.41137e-06 8.58107e-06 1.52465e-05 6.89099e-06 4.02472e-05 3.68781e-05 7.39712e-05 5.09732e-05 1.97826e-05 2.04609e-05
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.092235000000000011 -0.012019999999999998 -0.010834999999999999 0.12679500000000002 -1.0000000180025095e-35 -0.41904999999999998 -0.14757499999999998 -0.012979999999999998 -0.0087049999999999992 -0.085154999999999995 0.12599500000000005 -0.091299999999999978 0.10788500000000002 0.12811000000000003 -0.062294999999999996 -0.093584999999999988 0.13767000000000004 0.10859000000000001 0.058735000000000009 0.089085000000000011 -0.085594999999999991 0.087110000000000007 0.090535000000000018 -0.086554999999999979 0.077565000000000009 0.088460000000000011 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 19 -3 -9 -10 -11 12 -12 14 -13 17 -17 18 -16 20 23 22 -22 24 25 27 -27 -6 29 -25
right_child=1 7 -4 5 6 -7 -8 8 9 10 11 13 -14 -15 15 16 -18 -19 -20 -21 21 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=0.00014237090988899581 -0.00016382622619858013 5.9020434160960249e-05 0.00011994360555201473 6.0639139354905294e-05 3.8524547324801394e-06 -0.00011581940341178173 5.9230057265197569e-05 -8.3683565701773801e-05 5.3787801208762596e-05 -9.2018991811280361e-05 1.0295449101249687e-05 -3.3556118288448916e-05 -9.1013005990332556e-05 -5.5295005731750285e-05 -2.4174507832088111e-05 0.00018730984468319273 -3.4513142163632435e-06 -5.4830589355829447e-05 6.7928487976931856e-05 -6.1301983706388538e-05 -1.1393861355967462e-05 -1.7492768052636229e-05 8.7466715996971543e-05 -3.5655009260153751e-06 0.00013586601089627949 5.1561396683263457e-05 -0.00020802622248479371 0.00015358147650204048 -7.696565953160139e-05 7.1500503145216507e-05
leaf_weight=20 20 22 22 21 432 30 26 21 26 22 20 34 23 20 28 23 25 22 33 22 26 29 39 1950 24 21 23 24 36 37
leaf_count=20 20 22 22 21 432 30 26 21 26 22 20 34 23 20 28 23 25 22 33 22 26 29 39 1950 24 21 23 24 36 37
internal_value=0 -1.15494e-05 1.40735e-06 4.62493e-07 1.28374e-06 -4.316e-05 2.34371e-07 -2.00224e-06 -6.52244e-06 -6.51481e-07 -6.31317e-06 1.95669e-06 -4.38928e-05 1.26136e-05 2.08449e-05 3.49643e-05 8.79551e-05 4.31905e-06 2.56517e-05 -3.41629e-07 1.66182e-07 2.77412e-05 4.79225e-05 -8.51506e-07 9.36868e-06 3.2968e-06 -8.41321e-05 1.17329e-05 -3.49875e-06 -2.16769e-06
internal_weight=0 339 2782 2760 2709 51 2689 319 297 276 250 228 43 185 165 131 48 83 61 2663 2641 94 65 2547 524 500 44 456 2023 1987
internal_count=3121 339 2782 2760 2709 51 2689 319 297 276 250 228 43 185 165 131 48 83 61 2663 2641 94 65 2547 524 500 44 456 2023 1987
is_linear=0
shrinkage=0.1


Tree=3623
num_leaves=31
num_cat=0
split_feature=484 50 1452 158 0 50 51 154 474 1429 1456 16 155 157 1 120 4 1 1427 456 160 1447 160 160 1447 481 160 1447 0 0
split_gain=4.89458e-06 6.34964e-06 6.57229e-06 8.00917e-06 2.79105e-05 5.70249e-06 1.25142e-05 6.84254e-06 8.02698e-06 1.30052e-05 1.03957e-05 8.9665e-06 9.46785e-06 3.99714e-05 8.6679e-06 1.84458e-05 2.74832e-05 2.61868e-05 9.54373e-06 8.988e-06 1.28013e-05 3.63721e-05 1.76452e-05 1.05693e-05 9.54175e-06 6.97882e-05 5.26481e-05 3.30962e-05 9.97945e-06 2.48176e-05
threshold=-0.52850499999999989 -0.47425499999999993 0.11769000000000002 -0.46695499999999995 -0.077809999999999976 -0.46943999999999991 -0.43587999999999999 0.084190000000000001 0.11568500000000002 0.11475 0.10959500000000001 0.63167000000000006 0.11854500000000001 -0.00078499999999999989 0.16540500000000002 1.0000000180025095e-35 0.00063500000000000004 0.14804000000000003 0.094380000000000006 -0.11319999999999998 -0.54913999999999985 -0.072479999999999989 -0.53908999999999996 -0.52439499999999983 -0.086279999999999982 -0.086354999999999987 -0.090764999999999985 -0.085644999999999985 -0.070499999999999993 -0.071924999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -7 8 9 10 11 12 14 -14 15 17 -17 18 19 -8 21 -21 -22 -24 25 -25 -27 -26 29 -29
right_child=1 2 -4 5 -6 6 7 -9 -10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 20 22 -23 23 24 27 26 -28 28 -30 -31
leaf_value=-4.9311328184558084e-05 5.6481560714019002e-05 3.4580794570501894e-05 5.4415118230818656e-05 -5.1706647987191983e-05 -0.00011484621185809375 7.1040581387933345e-05 -6.111956396731936e-05 -5.1083101537257726e-05 -4.8597700118658729e-05 6.2485124972761912e-05 -5.1683791676432045e-05 -4.6040182287470091e-05 0.00015108070874703117 -4.4251090399815109e-05 6.2056012709787043e-05 1.5890882459643765e-05 -0.00014988977090979461 9.2789625675997688e-05 6.5935849637422834e-05 -2.2018350391590503e-05 -8.6074876315933585e-05 0.00013245869863398927 6.0099310877407775e-05 -0.00017742873945583899 0.00012550376115887915 -6.8585940381785023e-05 0.00012365719081961808 1.5131741835193977e-06 -1.2692530862175704e-05 0.00010182310547679664
leaf_weight=20 20 25 22 21 25 25 24 26 33 34 38 40 20 22 23 20 20 31 22 35 24 27 29 24 21 29 28 1838 530 25
leaf_count=20 20 25 22 21 25 25 24 26 33 34 38 40 20 22 23 20 20 31 22 35 24 27 29 24 21 29 28 1838 530 25
internal_value=0 3.18025e-07 -4.65554e-08 -4.38238e-07 -4.01327e-05 2.21358e-07 5.86314e-07 -8.13678e-09 4.44008e-07 1.0013e-06 2.7292e-07 9.7008e-07 1.64358e-06 4.87641e-05 9.23921e-07 4.08322e-07 -6.69994e-05 1.41179e-06 3.45254e-07 -2.0258e-07 3.57576e-07 4.52539e-05 -7.34878e-07 7.65962e-08 -6.21063e-07 -3.43812e-05 2.58493e-05 5.11735e-07 -5.85144e-07 2.85925e-06
internal_weight=0 3101 3081 3059 50 3009 2988 2963 2937 2904 2870 2832 2792 42 2750 2727 40 2687 2656 2634 2610 62 2548 2524 2495 81 57 2414 2393 1863
internal_count=3121 3101 3081 3059 50 3009 2988 2963 2937 2904 2870 2832 2792 42 2750 2727 40 2687 2656 2634 2610 62 2548 2524 2495 81 57 2414 2393 1863
is_linear=0
shrinkage=0.1


Tree=3624
num_leaves=31
num_cat=0
split_feature=367 39 132 1186 1185 2 399 12 2 403 484 475 484 1375 484 3 43 43 483 482 3 1455 1456 482 4 3 51 4 43 3
split_gain=5.04494e-06 1.34202e-05 9.08876e-06 0.000140893 7.44087e-05 1.52935e-05 2.0977e-05 6.6982e-06 1.16856e-05 1.54501e-05 5.47827e-06 6.33917e-05 3.36999e-05 2.98925e-05 2.18953e-05 5.08631e-05 3.80097e-05 2.40464e-05 1.46245e-05 1.32647e-05 8.10634e-06 6.94153e-06 8.3618e-06 1.04396e-05 3.06556e-05 1.87818e-05 1.43712e-05 1.10322e-05 3.56789e-05 4.34634e-05
threshold=-0.0098099999999999975 -0.020804999999999994 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10559 0.090310000000000015 0.11232500000000002 0.085955000000000018 -0.089609999999999981 0.086135000000000017 -0.085734999999999992 0.085655000000000023 -0.043984999999999989 0.090535000000000018 -0.082284999999999983 -0.095049999999999982 -0.083434999999999995 0.096720000000000014 0.085875000000000021 -0.081924999999999984 -0.092919999999999989 -0.15024999999999997 0.080200000000000007 -0.064054999999999987 -0.082334999999999978 -0.065634999999999985 -0.50690499999999983 -0.018859999999999998 0.084940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 6 7 8 9 -3 12 -12 21 -13 15 -15 -16 -18 19 20 -19 -6 -23 27 -25 -26 -27 28 -24 -30
right_child=1 2 4 -5 10 -7 -8 -9 -10 -11 11 13 -14 14 16 -17 17 18 -20 -21 -22 22 23 24 25 26 -28 -29 29 -31
leaf_value=3.67060458154663e-05 -6.6997778661364766e-05 6.2259855476440868e-05 -0.00018447131654035978 0.00026604527135662339 5.0098646803504657e-05 5.6231327369005159e-05 -8.5494416507080553e-05 -4.3487729494194759e-05 6.4580996986478571e-05 -4.3373625764312851e-05 0.00016538625734392555 -0.00011866603781527374 -0.00013065673736491589 -4.0967715474173684e-05 -0.00011632040154331157 0.00016751457551436035 8.8058816698211368e-05 -5.3516853362312902e-05 5.0022405565479336e-05 -9.1730085667855436e-05 1.2849900410098295e-05 -6.3714906961346662e-05 3.3820101787175712e-05 0.00013558905087517235 5.6796117983407491e-05 1.2589780486781491e-05 -0.000104533857156639 -3.9110261596451293e-07 -0.00019387322412829077 7.6926812471356247e-06
leaf_weight=37 30 20 22 21 27 32 37 27 30 45 25 20 20 22 27 25 33 26 35 23 63 21 37 22 34 22 20 2275 23 20
leaf_count=37 30 20 22 21 27 32 37 27 30 45 25 20 20 22 27 25 33 26 35 23 63 21 37 22 34 22 20 2275 23 20
internal_value=0 -4.40371e-07 2.13435e-07 2.01873e-05 -1.27652e-06 -6.84422e-06 -1.95387e-05 4.64305e-07 1.29559e-05 -1.0871e-05 1.52657e-07 1.29508e-05 -1.36525e-06 -9.57512e-07 8.31088e-06 6.99271e-05 -5.67929e-06 1.09169e-05 -6.4007e-06 -2.40329e-05 -6.53814e-06 -3.31335e-07 -8.81703e-07 -3.43791e-07 3.1636e-05 1.54429e-06 -4.31834e-05 -1.67458e-06 -3.81736e-05 -0.000100122
internal_weight=0 3084 3054 212 2842 191 159 122 95 65 2820 299 2521 274 254 47 207 180 147 112 89 2501 2474 2453 98 76 42 2355 80 43
internal_count=3121 3084 3054 212 2842 191 159 122 95 65 2820 299 2521 274 254 47 207 180 147 112 89 2501 2474 2453 98 76 42 2355 80 43
is_linear=0
shrinkage=0.1


Tree=3625
num_leaves=31
num_cat=0
split_feature=132 1185 132 403 403 50 1420 157 1429 11 12 1 475 474 50 50 52 2 0 1419 156 50 50 50 1452 1452 42 133 51 51
split_gain=5.26867e-06 3.81044e-05 1.68905e-05 5.76657e-06 8.92171e-06 6.59746e-06 5.10777e-06 1.44534e-05 6.78771e-06 6.17498e-06 2.80609e-05 1.95223e-05 1.46061e-05 6.02039e-06 1.09935e-05 7.20443e-06 1.1435e-05 1.03313e-05 2.68006e-05 9.29203e-06 7.92683e-06 1.00981e-05 1.04422e-05 1.53247e-05 1.50233e-05 9.98536e-06 1.01399e-05 3.16251e-05 9.92164e-06 3.49419e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 -0.090774999999999981 -0.088034999999999988 0.09227500000000001 0.056520000000000008 0.63397500000000007 0.11635000000000001 0.090070000000000025 0.10149500000000002 0.11103500000000001 0.12518500000000002 0.11134000000000001 0.14101500000000003 0.12213000000000002 -0.029369999999999997 0.10402500000000002 -0.08095999999999999 0.089680000000000024 -0.092099999999999987 0.11916500000000001 0.11720500000000002 0.11534500000000002 0.11609000000000001 0.096800000000000011 -0.16797499999999996 0.088625000000000009 0.123935 0.11444000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 7 8 9 12 -11 -12 13 14 15 19 -17 18 -18 20 -3 22 23 24 25 26 27 -22 29 -28
right_child=1 6 -4 4 5 -7 -8 -9 -10 10 11 -13 -14 -15 -16 16 17 -19 -20 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=4.3875653084666868e-05 0.00013535133790962088 -6.0834511201722887e-05 -9.8013921607079373e-05 -7.2752509385325191e-05 5.6929984883467888e-06 -4.9418645777712717e-05 -4.6778699122470526e-05 8.524751574441326e-05 -4.6598291350340836e-05 0.00010229606813804676 -9.5277853779407459e-05 3.3147000293207264e-05 -8.5495202802121647e-05 4.6407113404711712e-05 -6.0399360528814826e-05 -3.6054182107493816e-05 0.00013942593690848703 -1.2018661925594644e-05 -1.1200634773038994e-05 6.2779133551647758e-05 1.4501081578428795e-05 -6.9600092848261182e-05 6.8625531573409464e-05 -8.0093963333638385e-05 8.6519823253183861e-05 -6.0980720445513728e-05 8.4538623237721524e-07 -0.00013914431148718688 -4.8178264551097532e-05 0.00012747901263620326
leaf_weight=21 21 22 22 21 132 26 23 20 31 31 20 29 20 28 30 21 27 20 21 23 37 21 22 24 20 27 2278 21 40 22
leaf_count=21 21 22 22 21 132 26 23 20 31 31 20 29 20 28 30 21 27 20 21 23 37 21 22 24 20 27 2278 21 40 22
internal_value=0 1.13699e-06 -1.48474e-05 -5.69911e-06 -1.15151e-05 -3.37601e-06 1.57664e-07 5.35785e-07 -6.18283e-08 4.52662e-07 2.78361e-05 -1.92713e-05 -3.51549e-07 2.78211e-07 -2.04453e-07 4.78029e-07 2.84469e-05 4.83664e-05 7.35268e-05 -4.95468e-07 -1.06978e-06 -5.46366e-07 3.57811e-08 -5.75387e-07 2.05163e-07 -5.0671e-07 1.7419e-07 -4.11291e-05 1.19795e-06 2.05666e-06
internal_weight=0 2899 222 200 179 158 2878 2855 2835 2804 80 49 2724 2704 2676 2646 89 68 48 2557 2534 2512 2491 2469 2445 2425 2398 58 2340 2300
internal_count=3121 2899 222 200 179 158 2878 2855 2835 2804 80 49 2724 2704 2676 2646 89 68 48 2557 2534 2512 2491 2469 2445 2425 2398 58 2340 2300
is_linear=0
shrinkage=0.1


Tree=3626
num_leaves=31
num_cat=0
split_feature=1186 1186 2 403 393 129 394 13 40 2 43 11 33 10 4 13 43 150 43 1372 52 16 159 12 12 3 12 130 13 129
split_gain=4.98205e-06 3.67571e-05 3.03569e-05 1.01006e-05 8.71758e-06 7.84607e-06 1.04169e-05 5.53805e-06 5.22887e-05 2.56629e-05 1.67035e-05 1.5452e-05 1.77226e-05 7.11292e-06 8.76303e-05 6.85e-05 9.41989e-06 3.1946e-05 2.25609e-05 4.31405e-05 2.43036e-05 4.78529e-05 1.85302e-05 1.91911e-05 2.52402e-05 2.67097e-05 2.15479e-05 5.47124e-05 3.21593e-05 2.22774e-05
threshold=0.062435000000000011 1.0000000180025095e-35 0.084055000000000005 0.092070000000000013 0.086525000000000005 -0.077709999999999987 -0.096774999999999986 0.24813000000000004 -0.24452499999999996 0.31765000000000004 -0.34140499999999996 -0.011194999999999998 -0.012019999999999998 -0.0097449999999999985 0.053180000000000012 -0.026374999999999999 -0.088704999999999992 0.10375000000000002 -0.085739999999999997 -0.087494999999999976 -0.016949999999999996 -0.014754999999999999 0.10668000000000001 0.093965000000000007 0.10408500000000002 -0.090164999999999981 0.090545000000000014 0.092225000000000015 0.0015850000000000003 0.085395000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 -1 -7 8 -8 11 -9 -10 -13 14 15 -14 17 22 20 -20 -18 -22 23 26 25 -25 27 29 -28 -15
right_child=2 -3 3 -5 -6 6 7 10 9 -11 -12 12 13 16 -16 -17 18 -19 19 -21 21 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-5.9673566928805411e-05 -0.00012000602653946164 0.00013584487882326357 1.776399313872817e-05 6.7999984838977632e-05 -6.4182450157767605e-05 5.7013570119579528e-05 0.00016154838496845516 2.8095969622988967e-07 8.1738196098265931e-05 -0.00011084880974348856 -9.8302942870245511e-05 -9.2083311894731158e-05 3.9586729976040915e-05 -1.5525350014040976e-05 0.00014188978939752193 -0.00020272358284273651 1.8655032073621879e-05 0.00011824151380871492 0.00014472774608293549 -2.8143448546305175e-06 -8.0936795571827901e-06 -0.00020848402279873631 -8.1309202537143039e-05 0.00014621078679577775 -2.6932345569768021e-05 1.6754002669282878e-05 2.7564267130249692e-05 0.00016947641646765989 -0.00012774026280870508 9.3377355612271154e-05
leaf_weight=22 24 20 34 21 21 32 20 68 23 21 23 21 28 178 38 20 27 27 20 2174 26 22 23 34 29 30 24 20 30 21
leaf_count=22 24 20 34 21 21 32 20 68 23 21 23 21 28 178 38 20 27 27 20 2174 26 22 23 34 29 30 24 20 30 21
internal_value=0 7.2691e-07 -2.196e-05 9.00189e-06 -1.35246e-05 -1.73576e-07 2.65833e-07 -3.50362e-07 4.2344e-07 -7.12843e-07 -2.46359e-05 1.08775e-07 -5.63674e-07 1.29907e-07 2.84392e-05 -6.13759e-05 -7.76833e-07 1.30563e-05 -3.31301e-06 -1.46939e-06 -5.72453e-05 -9.99393e-05 5.75556e-06 1.12268e-05 5.04597e-05 8.55279e-05 -2.13819e-06 1.18125e-05 -5.8716e-05 -4.0331e-06
internal_weight=0 3021 100 76 55 3001 2979 2947 2856 2836 91 2815 2792 2771 86 48 2685 416 2269 2194 75 48 389 366 93 64 273 219 54 199
internal_count=3121 3021 100 76 55 3001 2979 2947 2856 2836 91 2815 2792 2771 86 48 2685 416 2269 2194 75 48 389 366 93 64 273 219 54 199
is_linear=0
shrinkage=0.1


Tree=3627
num_leaves=31
num_cat=0
split_feature=394 132 1203 1185 50 393 391 1177 402 49 12 1213 398 13 130 2 42 11 33 130 12 130 130 130 42 394 1209 3 1213 12
split_gain=5.90004e-06 5.91855e-06 0.000136092 7.13836e-05 2.49624e-05 6.77876e-06 6.31651e-06 7.78502e-06 5.24732e-06 6.99907e-06 1.28521e-05 1.17812e-05 1.0653e-05 4.82041e-06 5.9714e-05 2.0961e-05 1.30344e-05 1.13564e-05 1.28434e-05 8.89742e-06 1.20754e-05 1.14111e-05 1.04769e-05 1.78413e-05 1.15432e-05 1.65739e-05 7.25072e-06 2.86457e-05 1.41039e-05 2.84911e-05
threshold=-0.14580499999999996 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.10585500000000002 -0.086514999999999981 -1.0000000180025095e-35 0.087360000000000007 0.09567500000000001 0.10911500000000002 0.065605000000000011 0.086250000000000007 0.24813000000000004 -0.23123999999999997 0.31765000000000004 -0.12099999999999998 -0.011194999999999998 -0.009184999999999997 0.10250500000000003 0.094435000000000005 0.096625000000000003 0.091705000000000023 0.089120000000000019 -0.11051499999999999 -0.078674999999999981 -0.087714999999999987 -0.081234999999999988 -0.24064499999999997 0.088795000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 8 6 -5 -8 9 10 11 12 -2 14 -9 17 -15 -16 -19 21 -21 22 23 24 25 -20 27 -26 29 -28
right_child=1 3 -4 5 -6 -7 7 13 -10 -11 -12 -13 -14 16 15 -17 -18 18 19 20 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-3.5548730746718913e-05 -6.1336261804475123e-05 -0.00018008254625204826 0.00024617291270734987 5.2465525052115406e-05 -0.0001173486971492821 5.1570004276212647e-05 -5.9406868438765575e-05 0.00017318681755568833 -3.2083672423107454e-05 -3.662330724182539e-05 9.4263360188051601e-05 6.1828516920286352e-05 2.6118476643415099e-05 1.2158172406392017e-05 6.9014324026284157e-05 -9.9763933199678191e-05 -6.8571066044064035e-05 -6.8701944783916349e-05 -2.8927365656272743e-05 -1.9895372904665282e-05 7.6022736723838807e-05 -5.6947948219853319e-05 5.6521795451055484e-05 -8.2599275181284904e-05 0.00010813883799038684 8.3538341928751357e-05 2.7562213654164227e-05 -5.1047837864643952e-05 1.8643281867282401e-07 -0.00010206192332239322
leaf_weight=46 30 22 23 23 20 26 22 20 37 25 20 25 26 45 24 21 36 27 20 21 35 35 33 26 26 38 30 20 2280 39
leaf_count=46 30 22 23 23 20 26 22 20 37 25 20 25 26 45 24 21 36 27 20 21 35 35 33 26 26 38 30 20 2280 39
internal_value=0 5.31784e-07 1.69044e-05 -6.438e-07 -1.19108e-05 7.42801e-07 2.74347e-07 -1.54672e-07 1.02634e-06 1.07491e-05 2.2475e-05 4.74945e-06 -2.07323e-05 3.14906e-07 1.03734e-06 -2.49764e-07 -2.37215e-05 5.37651e-07 -8.72314e-08 6.24485e-07 4.00534e-05 -2.42426e-07 5.47659e-07 -1.97459e-07 6.7594e-07 4.47571e-05 -3.91578e-07 3.89272e-05 -1.16155e-06 -4.57036e-05
internal_weight=0 3075 206 2869 183 2847 2821 2798 163 126 101 81 56 2776 2695 2675 81 2654 2630 2603 56 2547 2512 2479 2453 58 2395 46 2349 69
internal_count=3121 3075 206 2869 183 2847 2821 2798 163 126 101 81 56 2776 2695 2675 81 2654 2630 2603 56 2547 2512 2479 2453 58 2395 46 2349 69
is_linear=0
shrinkage=0.1


Tree=3628
num_leaves=31
num_cat=0
split_feature=130 10 2 40 2 142 132 1185 1203 33 9 10 41 12 481 42 481 484 0 1132 376 481 481 1453 34 1453 4 16 51 0
split_gain=6.37912e-06 1.66579e-05 1.86127e-05 1.13642e-05 1.33256e-05 9.04597e-06 5.25926e-06 4.01035e-05 2.37095e-05 5.17533e-06 8.79647e-06 1.60895e-05 6.69902e-06 1.90202e-05 6.28159e-06 4.84937e-05 1.42245e-05 7.68735e-05 3.86993e-05 8.26292e-06 1.09072e-05 7.35929e-06 7.70071e-06 1.32798e-05 6.87755e-06 6.78416e-06 8.41135e-06 2.57901e-05 3.18249e-05 9.81588e-06
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 0.17025000000000004 -1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.044254999999999996 0.088235000000000022 -1.0000000180025095e-35 0.086565000000000017 0.08486500000000001 -0.15689499999999998 0.089905000000000013 -0.086484999999999992 -0.081614999999999979 -0.086729999999999988 1.0000000180025095e-35 -1.0000000180025095e-35 -0.084329999999999988 -0.081614999999999979 -0.084874999999999992 -0.086059999999999984 -0.079499999999999987 -0.50940999999999981 0.27252000000000004 0.078435000000000019 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 8 -8 -7 -9 12 -12 14 -14 15 -11 17 18 -16 20 -18 -22 -23 -24 -25 -26 27 28 -27 -28
right_child=1 3 -4 4 -6 6 7 9 -10 10 11 -13 13 -15 16 -17 19 -19 -20 -21 21 22 23 24 25 26 29 -29 -30 -31
leaf_value=-5.6294933419849254e-05 -2.0722593208553181e-06 -7.3795361857351274e-05 0.00013272228898131289 -6.0434465529397127e-05 7.9404477188897243e-05 -2.8508030422832085e-06 0.00013881190887851907 4.8402091223661873e-05 -0.0001046049296676826 5.3173623802229903e-05 -0.00011132850238936953 4.464138813394433e-06 9.7306006836543721e-05 -1.9550898753853594e-05 6.3336002160212958e-05 -0.00015394529447803509 -6.9945198376207492e-05 0.00020494265495688609 -0.00011444027705541279 5.7558299018486052e-05 -4.5641948589844917e-05 6.019875239698671e-05 -7.7958293877600235e-05 5.5746421127299656e-05 4.5305614276003328e-05 -0.00014427709538722411 -2.3650260654659005e-06 5.9699414953229281e-05 2.0884824261884206e-05 1.8428368077394455e-05
leaf_weight=20 21 21 20 25 21 192 21 22 26 26 20 30 26 30 25 20 23 21 24 24 36 21 22 22 32 28 2006 20 20 256
leaf_count=20 21 21 20 25 21 192 21 22 26 26 20 30 26 30 25 20 23 21 24 24 36 21 22 22 32 28 2006 20 20 256
internal_value=0 3.6307e-07 6.36812e-05 -4.8531e-07 2.1275e-08 -5.31093e-07 -3.07309e-08 1.14418e-06 -1.49866e-05 9.4428e-08 -2.9458e-07 -4.18529e-05 4.80184e-07 3.47041e-05 -2.49648e-07 -3.68781e-05 4.03417e-07 4.48661e-05 -2.37381e-05 -8.36579e-07 -1.40033e-06 -7.6024e-07 -9.45042e-08 -6.20755e-07 9.29308e-08 -4.25434e-07 -1.0535e-06 -3.5707e-05 -7.54596e-05 -1.17507e-08
internal_weight=0 3101 41 3060 3039 3018 2993 2775 218 2754 2732 50 2682 56 2626 46 2580 70 49 2510 2486 2463 2427 2406 2384 2362 2330 68 48 2262
internal_count=3121 3101 41 3060 3039 3018 2993 2775 218 2754 2732 50 2682 56 2626 46 2580 70 49 2510 2486 2463 2427 2406 2384 2362 2330 68 48 2262
is_linear=0
shrinkage=0.1


Tree=3629
num_leaves=31
num_cat=0
split_feature=130 12 132 50 1185 1203 130 1204 448 0 2 2 2 3 2 15 3 2 16 15 2 2 133 2 2 2 0 12 13 3
split_gain=5.16708e-06 1.5467e-05 4.82667e-06 0.000146355 6.67254e-05 2.97426e-05 4.52728e-06 6.77308e-06 4.45292e-06 1.37004e-05 6.15189e-06 4.87377e-05 4.38104e-05 3.33605e-05 2.56e-05 4.0567e-05 5.77553e-05 2.37768e-05 1.86478e-05 1.78561e-05 2.76657e-05 1.40388e-05 5.54377e-05 2.91146e-05 5.48091e-05 2.99691e-05 4.81354e-05 2.19186e-05 2.15316e-05 1.75707e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.014104999999999998 -0.08483499999999998 0.068920000000000023 -0.26609999999999995 0.10912000000000001 0.10613000000000002 0.11018500000000002 -0.0080949999999999998 0.10327000000000001 -0.068899999999999975 -0.078934999999999991 0.10731 0.6352000000000001 0.17980000000000004 0.10188000000000001 0.098630000000000009 0.092845000000000011 0.097385000000000013 0.09678500000000001 0.095195000000000016 -0.072894999999999988 0.090345000000000023 -0.077799999999999994 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 -2 -8 9 -6 11 14 -12 17 19 -16 -17 -13 -14 20 21 23 27 24 25 -11 28 -23 -27 -25
right_child=1 -3 4 -5 8 -7 7 -9 -10 10 12 13 18 -15 15 16 -18 -19 -20 -21 -22 22 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-5.0665435483097097e-05 -3.126760732104433e-05 8.3876643917723092e-05 -0.0001748490467434749 0.00026505568428200648 7.8918313755077019e-05 -0.00012821035124943592 5.6862963432043527e-05 -1.4131801524361096e-06 -4.7039821183716419e-05 -7.3179981308067924e-07 0.00015440425733686427 3.2861761254025626e-05 8.7243738409378643e-06 -0.0001908834216737887 -3.149653727518853e-05 2.1153662809021107e-05 0.00024364990925278111 -9.4084680919574268e-05 -6.4832971057094752e-05 8.9812363269932893e-05 -9.8195907121407806e-05 0.00018112461986588427 -9.0255199579370956e-05 -0.00015025262636343196 0.00015223922914035781 -7.7252504137425638e-05 -0.00019904770149878462 4.12310052979592e-05 6.4618370133757706e-05 -1.9285612579551526e-05
leaf_weight=20 36 22 22 21 22 20 24 118 20 1831 20 25 503 20 32 28 20 36 37 21 30 21 21 21 23 23 20 24 20 20
leaf_count=20 36 22 22 21 22 20 24 118 20 1831 20 25 503 20 32 28 20 36 37 21 30 21 21 21 23 23 20 24 20 20
internal_value=0 3.26769e-07 -2.70209e-07 1.40378e-05 -1.36582e-06 -1.25853e-05 4.06303e-07 8.43631e-06 -2.09937e-08 3.1271e-07 -3.05789e-07 -2.65323e-06 9.06719e-06 -7.88046e-05 2.09077e-07 5.57176e-05 0.00011386 -4.20575e-05 3.68433e-06 -1.93101e-06 -2.86899e-06 -1.45604e-06 4.39061e-05 -2.9851e-06 -1.20178e-06 -3.06511e-06 -7.08793e-05 0.000106515 -1.12661e-05 -8.63663e-05
internal_weight=0 3101 3079 219 2860 198 178 142 2838 2818 2796 2236 560 81 2155 80 48 61 540 2075 2054 2024 66 1958 1917 1894 63 45 43 41
internal_count=3121 3101 3079 219 2860 198 178 142 2838 2818 2796 2236 560 81 2155 80 48 61 540 2075 2054 2024 66 1958 1917 1894 63 45 43 41
is_linear=0
shrinkage=0.1


Tree=3630
num_leaves=31
num_cat=0
split_feature=1211 43 1186 132 132 50 1211 393 15 4 52 1213 1213 402 16 3 1213 133 16 1213 402 401 402 483 42 52 2 0 401 133
split_gain=5.20524e-06 1.1987e-05 6.84491e-06 3.38334e-05 1.68598e-05 0.000204858 0.000180236 1.75419e-05 1.13461e-05 7.85894e-06 6.91779e-06 6.67569e-06 3.55513e-05 3.33966e-05 2.78929e-05 3.83715e-05 2.28903e-05 3.40524e-05 1.80441e-05 1.42059e-05 1.41763e-05 1.38319e-05 1.09161e-05 1.09092e-05 1.01819e-05 3.89899e-05 5.12807e-05 4.58261e-05 1.61278e-05 1.50065e-05
threshold=0.11716500000000001 0.062770000000000006 0.057025000000000006 -0.08101499999999999 -0.083284999999999984 0.10022000000000002 0.11048500000000001 0.10585500000000002 0.092400000000000024 -0.083249999999999977 -0.080979999999999983 -0.085284999999999986 -0.087969999999999979 0.13775000000000001 -0.086699999999999985 -0.081924999999999984 -0.21306999999999995 -0.054584999999999995 -0.092484999999999984 -0.082994999999999985 0.11320500000000001 0.10718500000000002 0.10607000000000001 -0.47356499999999996 0.120215 0.10611000000000001 0.094215000000000007 -0.047369999999999995 -1.0000000180025095e-35 0.5087600000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 8 7 11 -1 -5 -11 12 14 19 15 -6 17 -16 -17 -13 21 22 23 -21 28 26 -26 -28 -25 -30
right_child=1 -3 3 9 6 -7 -8 -9 -10 10 -12 13 -14 -15 16 18 -18 -19 -20 20 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=4.505569482951626e-06 6.8094959924840654e-05 -3.0017020035302269e-05 -0.00014265867666836131 -4.6847846003098922e-05 -0.00013425780191028027 0.00033201547656062761 -0.00027452089116195569 8.2466813910286884e-05 -6.9351400361483692e-05 -2.2949229890440147e-05 4.6199379031373287e-05 7.3309992149006586e-05 0.00010751456004716904 -0.00010303703204499471 7.8022742095997506e-05 -4.490649250025551e-05 9.8375909399490207e-05 -6.9481991757878425e-05 7.1425212130786042e-05 -7.0493178282049487e-05 7.8908408911295487e-05 -8.4546534126275232e-05 -7.2818836044808409e-05 -6.7549375914192447e-05 -0.00011580776158047633 0.00013687874415364395 0.00013668269818700883 -5.7286451803000618e-05 -9.1890797722572966e-07 8.0279308515499641e-05
leaf_weight=156 33 20 20 24 30 20 24 26 24 23 39 26 36 32 29 30 36 34 24 22 22 20 21 36 27 26 29 21 2188 23
leaf_count=156 33 20 20 24 30 20 24 26 24 23 39 26 36 32 29 30 36 34 24 22 22 20 21 36 27 26 29 21 2188 23
internal_value=0 3.10716e-05 -5.36771e-07 -2.55055e-05 3.56774e-07 2.83937e-05 -1.67342e-06 7.18233e-07 -5.34203e-06 1.73948e-06 2.05475e-05 -6.54922e-08 1.6674e-05 -1.53599e-06 -1.19628e-06 -4.358e-05 3.47657e-05 -1.58299e-06 6.79649e-06 -2.16186e-07 -1.00127e-06 -1.72983e-06 -1.03767e-06 -4.02173e-07 2.53998e-07 3.09983e-05 -4.75359e-06 5.52157e-05 -1.15528e-06 -7.42409e-08
internal_weight=0 53 3068 106 2962 200 2762 2738 180 86 62 2712 219 2493 183 84 99 63 54 2461 2435 2413 2393 2372 2350 103 77 50 2247 2211
internal_count=3121 53 3068 106 2962 200 2762 2738 180 86 62 2712 219 2493 183 84 99 63 54 2461 2435 2413 2393 2372 2350 103 77 50 2247 2211
is_linear=0
shrinkage=0.1


Tree=3631
num_leaves=31
num_cat=0
split_feature=1211 1212 15 132 50 1185 1203 43 1212 1212 1213 43 52 0 52 2 1210 3 133 1210 160 0 3 1210 42 402 1208 1213 41 33
split_gain=7.68856e-06 3.12033e-05 2.08719e-05 9.10987e-06 4.41519e-05 2.08649e-05 1.16656e-05 5.49847e-06 2.70506e-05 4.5616e-05 4.52058e-05 2.94969e-05 5.51832e-05 3.3171e-05 2.69788e-05 8.0806e-05 1.53499e-05 6.28746e-05 1.40045e-05 1.04735e-05 1.01149e-05 1.34237e-05 1.21603e-05 9.26921e-06 6.32414e-05 3.4951e-05 1.83733e-05 1.52012e-05 1.02614e-05 2.44989e-05
threshold=0.11048500000000001 0.11660500000000001 0.096455000000000013 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089165000000000008 0.0034250000000000005 -0.073259999999999978 -0.17649999999999996 -0.063509999999999997 0.055925000000000009 0.13140000000000004 -0.07929499999999999 0.084735000000000019 0.090425000000000019 -0.13847499999999999 -0.082879999999999995 0.09635500000000001 -0.085329999999999975 -0.076689999999999994 -0.10607499999999999 -0.071329999999999991 -0.0061249999999999994 0.089905000000000013 -0.064959999999999976 0.10683000000000002 -0.080279999999999976 0.088180000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -5 -1 16 9 -9 -10 13 14 -12 18 -16 17 -7 20 -18 -13 -22 -23 24 25 27 28 -21 29 -25
right_child=1 2 -4 5 -6 7 -8 8 10 -11 11 12 -14 -15 15 -17 19 -19 -20 23 21 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=2.3567064573953029e-06 0.00010721025264501805 3.4449332201018418e-05 -9.8340584536344984e-05 0.0001024770651565632 -0.00016215372261285665 -5.5214448834054311e-05 -7.6544958504936884e-05 1.7802454203774689e-05 0.00010075659669574205 -0.00019577655286411754 -5.304512673961547e-06 5.6863542486098598e-05 0.00013334364313258057 -0.0001471568598162776 2.4077720170041447e-05 -0.00020596285730089923 -5.4615568243367743e-05 0.00015314434887841346 6.9616943374998743e-05 -1.8946380396300811e-05 3.5916268449188368e-05 -1.8345446169034256e-05 -0.0001108756683242973 9.1348068963270634e-05 0.00018557928907241496 -9.2844458648018674e-05 -9.550207520078403e-05 8.7828782513194406e-05 -5.5436704408862175e-05 3.5015362340009623e-07
leaf_weight=174 32 29 20 20 20 28 21 20 38 20 34 20 28 32 37 26 34 30 29 24 29 49 20 30 21 31 20 30 32 2143
leaf_count=174 32 29 20 20 20 28 21 20 38 20 34 20 28 32 37 26 34 30 29 24 29 49 20 30 21 31 20 30 32 2143
internal_value=0 3.04068e-05 -1.97506e-05 -8.10171e-07 -2.06533e-05 7.00012e-07 -6.1404e-06 -2.56713e-08 -1.11763e-05 -8.8987e-05 -2.07563e-06 -1.49297e-05 1.47377e-06 -7.40814e-05 -1.61089e-05 -7.08597e-05 1.73229e-06 5.25573e-05 7.35574e-06 4.85841e-07 -7.94574e-06 -2.11721e-05 -4.51658e-05 1.28955e-06 3.01805e-05 -8.21209e-06 -8.68291e-08 4.03732e-05 7.78615e-07 1.60645e-06
internal_weight=0 81 49 3040 215 2825 195 2805 382 40 342 304 238 66 210 63 2423 58 147 2365 118 98 69 2331 106 85 2225 54 2205 2173
internal_count=3121 81 49 3040 215 2825 195 2805 382 40 342 304 238 66 210 63 2423 58 147 2365 118 98 69 2331 106 85 2225 54 2205 2173
is_linear=0
shrinkage=0.1


Tree=3632
num_leaves=31
num_cat=0
split_feature=1211 50 132 50 393 1203 1211 1208 1208 1209 3 403 15 1209 401 1213 133 43 12 15 42 403 1210 0 3 52 3 52 16 15
split_gain=6.22774e-06 3.21524e-05 7.37899e-06 3.57631e-05 1.78441e-05 9.44912e-06 6.85965e-06 5.55076e-06 1.55962e-05 1.08172e-05 4.20688e-05 7.65575e-06 6.91731e-05 9.62979e-06 1.04187e-05 4.93128e-05 1.77875e-05 8.31345e-06 2.41131e-05 7.29807e-05 0.000134054 2.05946e-05 1.91208e-05 1.76992e-05 1.42362e-05 2.76466e-05 3.08488e-05 1.65473e-05 1.22316e-05 2.29446e-05
threshold=0.11048500000000001 0.096900000000000014 -0.083284999999999984 0.10022000000000002 0.12069000000000002 0.089165000000000008 0.11986000000000001 0.11846000000000001 0.10480500000000002 -0.087714999999999987 -0.082334999999999978 -0.52800499999999995 0.087575000000000014 -0.069599999999999981 -1.0000000180025095e-35 -0.063509999999999997 0.50628500000000021 0.0034250000000000005 0.086915000000000006 0.035560000000000008 0.081660000000000024 -0.0038999999999999994 -0.13847499999999999 -0.097734999999999989 -0.071799999999999989 0.087555000000000008 -0.080564999999999984 0.10347000000000002 0.033715000000000009 -0.094329999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 5 7 -1 -2 8 9 10 -4 12 -11 -13 15 -15 17 22 19 28 -21 -20 -16 -23 25 26 -25 -27 29 -19
right_child=1 -3 4 -5 -6 -7 -8 -9 -10 11 -12 13 -14 14 16 -17 -18 18 21 20 -22 23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=2.1210364193707236e-06 2.3574239470502203e-05 0.00013054213853716976 0.00015353317694028929 -0.00014593835569939984 9.2467079680534964e-05 -6.8890468017863382e-05 -4.4630922475334954e-05 5.116154969159869e-05 -7.3396125738107575e-05 -0.00015953594980741261 -3.5182986606809274e-05 6.7751410824712366e-05 5.4519649064685731e-05 5.7918532002076978e-05 9.0580393407435633e-05 -0.0001408614242301645 7.1444889929677763e-05 -2.4473007791433095e-05 -7.8897707665722327e-05 1.3333746822106397e-05 -0.0003443823945417535 8.5688424028238381e-05 8.3751726063771592e-07 -9.6100701609559897e-05 -5.079458958789473e-05 0.00014857211820526573 6.6508833624538967e-05 2.5412255066233532e-05 -5.8161141603942155e-05 9.8808592212243146e-05
leaf_weight=174 29 22 21 20 21 21 30 21 29 26 27 21 36 24 24 26 35 36 24 22 20 33 2203 28 35 20 20 24 23 26
leaf_count=174 29 22 21 20 21 21 30 21 29 26 27 21 36 24 24 26 35 36 24 22 20 33 2203 28 35 20 20 24 23 26
internal_value=0 2.73661e-05 -7.2916e-07 -1.85879e-05 6.30004e-07 -5.52636e-06 -1.11064e-05 -5.77919e-08 -4.44284e-07 3.23909e-07 4.73803e-05 -5.10794e-07 -3.52456e-05 3.03713e-07 -2.3628e-07 -4.5447e-05 6.42282e-07 -3.34114e-07 -1.56494e-05 -4.91655e-05 -0.000157007 7.484e-06 1.80466e-06 2.04413e-05 3.48727e-06 2.4138e-05 -2.83467e-05 8.1394e-05 4.12105e-06 2.72257e-05
internal_weight=0 81 3040 215 2825 195 59 2804 2783 2754 48 2706 62 2644 2623 50 2573 2538 311 127 42 184 2227 160 127 92 48 44 85 62
internal_count=3121 81 3040 215 2825 195 59 2804 2783 2754 48 2706 62 2644 2623 50 2573 2538 311 127 42 184 2227 160 127 92 48 44 85 62
is_linear=0
shrinkage=0.1


Tree=3633
num_leaves=31
num_cat=0
split_feature=132 1203 393 50 1208 1208 1209 0 403 4 3 1209 401 12 3 133 403 4 1443 1443 1443 479 0 480 152 50 12 16 475 1
split_gain=5.18929e-06 0.000147229 7.30738e-05 3.10654e-05 4.67867e-06 1.27691e-05 8.79675e-06 3.4922e-05 7.68831e-06 5.14917e-05 0.000130709 8.59465e-06 7.03826e-06 2.88005e-05 4.97467e-05 1.4244e-05 5.30749e-06 7.88243e-06 6.19807e-06 1.9817e-05 8.12083e-06 6.31097e-06 3.06941e-05 8.80734e-06 1.24258e-05 8.23505e-06 2.00301e-05 1.16125e-05 1.32946e-05 3.55248e-05
threshold=-0.083284999999999984 0.089165000000000008 0.12679500000000002 0.10022000000000002 0.11846000000000001 0.10683000000000002 -0.087714999999999987 -0.082724999999999979 -0.52800499999999995 -0.081114999999999979 -0.085784999999999986 -0.069599999999999981 -1.0000000180025095e-35 0.097325000000000009 -0.078084999999999988 0.50628500000000021 -0.23730999999999999 -0.07168999999999999 0.092480000000000021 0.088675000000000018 1.0000000180025095e-35 0.097110000000000016 -0.079829999999999998 0.10272000000000002 0.087525000000000006 -0.23848499999999997 0.090695000000000012 0.63636000000000015 0.058495000000000012 0.099195000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 7 -2 9 10 -8 -10 13 14 -13 16 17 -14 19 20 21 23 -23 24 25 26 -18 28 -27 -30
right_child=2 -3 -4 -5 -6 -7 8 -9 11 -11 -12 12 15 -15 -16 -17 18 -19 -20 -21 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=1.7658730500484539e-07 -4.3724750867113471e-05 0.00025419647838292728 -0.00019160661497153342 -0.00013134451957739658 4.4170071062884139e-05 -7.4377360484188272e-05 8.3040168692605232e-05 0.00012515279991202988 6.2776566582298002e-05 7.7083047318200662e-05 -0.00027018461567587858 8.1192120281533182e-06 -7.8789856481654134e-05 3.7521656407546755e-05 -0.00019996261070446056 6.4300403838777649e-05 0.00010650614555925131 3.582719075613848e-06 5.0238210023962891e-05 -8.838873742206488e-05 5.0367418611351631e-05 -8.9034746411521663e-05 6.0891879613998098e-05 5.1750752974091008e-05 -7.4313196422405201e-05 -3.105560691844738e-07 -7.5971001660946064e-06 -6.7589308018796144e-05 -2.7411042416739902e-05 0.00012920642645245349
leaf_weight=176 24 23 20 20 24 23 20 25 22 26 22 27 21 37 20 35 25 26 25 25 33 36 22 34 22 2185 40 25 30 28
leaf_count=176 24 23 20 20 24 23 20 25 22 26 22 27 21 37 20 35 25 26 25 25 33 36 22 34 22 2185 40 25 30 28
internal_value=0 1.48434e-05 -1.12015e-06 -1.32439e-05 2.01751e-07 -1.67472e-07 4.34584e-07 4.24373e-05 -3.04157e-07 -3.35162e-05 -0.000101982 5.26754e-07 1.8781e-08 -2.8473e-05 -8.04262e-05 9.35056e-07 7.44477e-08 -3.3222e-05 6.92999e-07 1.98536e-07 1.09155e-06 4.27023e-07 -3.2166e-05 1.21832e-06 4.8876e-07 1.19414e-06 3.62888e-05 1.88338e-07 9.43773e-07 4.81974e-05
internal_weight=0 219 2902 196 2882 2858 2835 49 2786 68 42 2718 2696 84 47 2612 2577 47 2530 2505 2480 2447 58 2389 2355 2333 65 2268 2243 58
internal_count=3121 219 2902 196 2882 2858 2835 49 2786 68 42 2718 2696 84 47 2612 2577 47 2530 2505 2480 2447 58 2389 2355 2333 65 2268 2243 58
is_linear=0
shrinkage=0.1


Tree=3634
num_leaves=31
num_cat=0
split_feature=1211 50 1203 400 1186 12 133 400 394 129 129 1184 482 482 12 42 474 483 39 367 39 2 2 142 1429 156 11 1428 1428 157
split_gain=5.8796e-06 2.88643e-05 7.50664e-06 3.18866e-05 8.87314e-06 1.03397e-05 6.77498e-06 6.44428e-06 6.03669e-06 6.06711e-06 1.04832e-05 2.34262e-05 5.17395e-06 2.85305e-05 4.31431e-05 3.09872e-05 1.69219e-05 2.42376e-05 1.6219e-05 6.35725e-06 1.38673e-05 8.12009e-06 1.94768e-05 1.16369e-05 6.00958e-06 1.92675e-05 8.97375e-06 1.07213e-05 9.04451e-06 1.41069e-05
threshold=0.11048500000000001 0.096900000000000014 0.088820000000000024 -0.081749999999999975 -0.087469999999999978 0.087765000000000024 -0.011534999999999998 -0.064794999999999978 -0.15150999999999998 -0.08341999999999998 -0.077709999999999987 0.089075000000000015 0.090355000000000005 0.098465000000000011 0.083645000000000011 0.096450000000000022 0.098370000000000027 0.12267000000000002 0.15619500000000003 -0.0098099999999999975 -0.020804999999999994 0.17025000000000004 0.31098000000000003 -1.0000000180025095e-35 -0.23752499999999996 0.32523500000000005 0.097680000000000017 0.094820000000000015 -0.071779999999999997 0.41580000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 -4 5 -1 -2 -5 -6 -10 -11 12 18 14 -14 16 17 -15 19 -12 -21 23 -23 -22 -25 26 27 28 -26 -30
right_child=1 -3 3 7 8 -7 -8 -9 9 10 11 -13 13 15 -16 -17 -18 -19 -20 20 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-8.3823630520782894e-06 -3.9940564778534643e-05 0.00012434820013864243 -0.00012322716460039373 5.8585536975269434e-05 -4.1415433588554155e-05 7.805422334176031e-05 2.8314743674575138e-05 -1.9756078143559754e-05 5.0943886225982367e-05 -7.2767850306263432e-05 4.452786335605197e-05 0.00010511318200553347 -3.5837601935782006e-06 9.4548621909313791e-05 0.00019346647884958658 -0.00010594240226107734 -4.6929943763879476e-05 -4.0853011204262659e-05 -8.9474604049298391e-05 -7.5889620595262399e-05 -7.5955210126093825e-05 0.00011506457592815878 -1.4142378027567509e-05 -5.5802255826620242e-05 -6.2627231000078612e-05 9.6990432793973014e-05 -4.9777876866803703e-05 5.8606839975254853e-05 -1.769342641198137e-06 6.9631409080882028e-05
leaf_weight=25 33 22 25 21 36 31 26 21 23 20 30 21 25 39 20 26 27 20 21 25 21 20 28 20 24 20 38 30 2355 28
leaf_count=25 33 22 25 21 36 31 26 21 23 20 30 21 25 39 20 26 27 20 21 25 21 20 28 20 24 20 38 30 2355 28
internal_value=0 2.65902e-05 -7.08486e-07 -3.38099e-05 3.7492e-08 3.94665e-05 -9.86195e-06 1.94147e-05 -7.19458e-07 -2.10935e-07 -6.22607e-07 -1.14184e-07 -8.98627e-07 1.67418e-05 8.39941e-05 -1.02792e-05 1.86422e-05 4.86498e-05 -1.93981e-06 -1.24325e-06 -1.76955e-06 -1.05245e-06 3.96939e-05 -1.82367e-06 -1.20468e-06 -7.67023e-07 -1.55698e-06 -8.05076e-07 -1.54557e-06 -9.30391e-07
internal_weight=0 81 3040 67 2973 56 59 42 2917 2881 2858 2838 2817 157 45 112 86 59 2660 2639 2609 2584 48 2536 2515 2495 2475 2437 2407 2383
internal_count=3121 81 3040 67 2973 56 59 42 2917 2881 2858 2838 2817 157 45 112 86 59 2660 2639 2609 2584 48 2536 2515 2495 2475 2437 2407 2383
is_linear=0
shrinkage=0.1


Tree=3635
num_leaves=31
num_cat=0
split_feature=1420 157 1429 47 2 47 34 33 376 44 159 148 447 1 1 15 1 0 3 4 393 48 457 131 1374 132 132 160 376 15
split_gain=4.93921e-06 1.09625e-05 5.41559e-06 4.87516e-06 3.86406e-05 2.87967e-05 9.25092e-06 9.63292e-06 8.13383e-06 9.15816e-06 2.62617e-05 7.95428e-06 1.3096e-05 7.76526e-06 3.62154e-05 1.14701e-05 1.36129e-05 1.04777e-05 1.47815e-05 9.48131e-06 7.4753e-06 7.27126e-06 2.37098e-05 9.74475e-06 7.97179e-06 6.88916e-06 1.16196e-05 7.32885e-06 7.40602e-06 9.88529e-06
threshold=0.056520000000000008 0.63397500000000007 0.11893000000000002 0.092165000000000011 -1.0000000180025095e-35 0.088915000000000008 -0.112215 -1.0000000180025095e-35 0.049360000000000008 0.099360000000000018 -0.39962499999999995 -0.10069499999999999 0.094580000000000011 0.096325000000000008 0.10727500000000002 -0.065449999999999994 0.11751000000000002 -0.087519999999999987 -0.079379999999999992 -0.033174999999999989 0.12679500000000002 0.12649500000000002 0.41022000000000008 0.13767000000000004 -0.096434999999999979 -0.44750499999999993 -0.26631499999999991 0.51752500000000012 -0.0016099999999999997 -0.11713499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -8 9 10 -6 -9 20 17 -15 16 -16 18 -12 -19 21 22 23 24 -13 -26 -27 28 29 -28
right_child=-2 -3 -4 4 8 -7 7 11 -10 -11 13 12 -14 14 15 -17 -18 19 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-5.8972018534684764e-05 -4.6169841453260949e-05 7.4138987183687281e-05 -5.2003874297952276e-05 -0.00014599079455365427 0.00010859495965632959 8.9213764936544432e-05 6.8428425514693606e-05 4.9985898544946398e-05 5.9094186617585372e-05 -6.7389776908701449e-05 3.1519815577970199e-06 -5.7241516009298722e-05 -6.7001543256678972e-05 -0.00011608871505707024 7.3528432858438469e-05 -5.0966830436933655e-05 -1.6111852083769108e-05 1.4247883154894226e-05 0.00010647438066371252 -6.978745432570576e-05 5.3924384141842339e-05 -6.0027579656889436e-05 9.741015412146226e-05 -6.829358242482288e-05 -4.7780976973595461e-05 7.5311757995049931e-05 -1.3379943196750468e-05 5.1467886753796071e-05 -7.9820452094430327e-07 7.7382069451102461e-05
leaf_weight=26 23 20 20 20 20 37 21 32 20 23 45 24 29 34 32 27 36 29 20 25 26 20 25 21 29 21 21 28 2339 28
leaf_count=26 23 20 20 20 20 37 21 32 20 23 45 24 29 34 32 27 36 29 20 25 26 20 25 21 29 21 21 28 2339 28
internal_value=0 3.42778e-07 -1.36729e-07 2.02493e-07 -1.1258e-05 1.59356e-06 3.88372e-07 9.67715e-07 -2.59354e-06 -6.83324e-06 -1.63623e-06 4.31705e-07 -1.75623e-07 -1.05258e-05 -2.75212e-05 4.17662e-06 2.60718e-05 7.89772e-06 3.49435e-05 -2.46574e-05 5.74939e-07 3.22609e-08 5.05919e-07 -4.58878e-07 1.13222e-07 6.71419e-07 1.248e-06 6.0423e-07 7.83868e-09 3.84841e-05
internal_weight=0 3098 3078 3058 331 2727 2690 2664 311 291 268 2643 2611 248 129 95 68 119 65 54 2582 2556 2536 2511 2490 2466 2437 2416 2388 49
internal_count=3121 3098 3078 3058 331 2727 2690 2664 311 291 268 2643 2611 248 129 95 68 119 65 54 2582 2556 2536 2511 2490 2466 2437 2416 2388 49
is_linear=0
shrinkage=0.1


Tree=3636
num_leaves=31
num_cat=0
split_feature=11 472 1429 11 474 474 1446 42 133 2 43 130 39 12 12 43 0 12 3 1 12 12 0 3 0 0 4 12 12 133
split_gain=4.87593e-06 5.7373e-06 1.28032e-05 2.08806e-05 9.10399e-06 7.05841e-06 1.00677e-05 6.47607e-06 3.6589e-05 1.72051e-05 1.06996e-05 1.6458e-05 1.45054e-05 6.60056e-06 3.28048e-05 6.01649e-05 9.14e-05 2.97212e-05 1.54795e-05 1.65149e-05 2.3611e-05 1.28511e-05 1.12802e-05 1.06936e-05 1.97744e-05 3.41541e-05 2.0419e-05 1.6808e-05 1.6549e-05 1.28301e-05
threshold=0.106895 -0.38234499999999999 -0.23587499999999997 0.097680000000000017 0.11381000000000001 0.11085000000000002 -0.093534999999999993 -0.16797499999999996 0.089405000000000012 0.097385000000000013 -0.51144999999999985 -0.22699999999999995 0.15009500000000003 0.097145000000000023 0.10061500000000002 0.055925000000000009 -0.070889999999999995 0.096525000000000014 -0.13309499999999996 0.10325000000000002 0.11418000000000002 0.096210000000000004 -0.076234999999999983 -0.063814999999999997 -0.063634999999999983 -0.075934999999999989 -0.062539999999999984 0.11903500000000002 0.10742000000000002 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 9 -8 -9 -12 13 17 15 16 22 21 -16 23 -21 -13 -15 24 25 29 -27 -25 -26 -20
right_child=-2 2 3 -5 -6 -7 7 10 -10 -11 11 12 -14 14 18 -17 -18 -19 19 20 -22 -23 -24 27 28 26 -28 -29 -30 -31
leaf_value=-5.0099588533276295e-05 4.5873151690972486e-05 7.4361869638264397e-05 7.0778219287603869e-05 -8.8079308281723779e-05 5.0958371014400784e-05 -5.8112089616423916e-05 -3.0878362983154755e-05 5.6978857784453353e-05 -0.00012582253760998497 8.4080232235187998e-05 -8.2751681232669716e-05 1.4102052238181833e-06 8.5270500821934558e-05 -6.6748383423228841e-05 7.7743702240695719e-05 5.7289588512503548e-05 -0.00024815848065090591 9.0800721806919829e-05 -7.7145181716457888e-05 4.8839807718512461e-06 -0.00012395406150608323 -5.7998863141275816e-05 3.7018142720626208e-05 0.00011647870671281237 1.5691514688244623e-06 0.00015971568747772836 2.6403624711006332e-05 9.8699504160322263e-06 -0.00012121402187799306 5.0552114077039402e-06
leaf_weight=23 23 23 20 27 35 21 30 33 26 23 24 2288 20 22 26 30 29 37 29 33 25 37 20 21 21 20 27 50 23 55
leaf_count=23 23 23 20 27 35 21 30 33 26 23 24 2288 20 22 26 30 29 37 29 33 25 37 20 21 21 20 27 50 23 55
internal_value=0 -3.40572e-07 3.16092e-08 -5.28547e-07 2.52898e-07 -3.40644e-07 6.79782e-08 -4.11576e-07 -2.86569e-05 1.90093e-05 3.65908e-07 -2.92615e-07 4.10911e-07 -1.96748e-07 -1.15771e-05 -6.14456e-05 -0.000111615 1.87986e-06 3.68568e-06 -2.64823e-06 -5.06497e-05 4.64771e-07 -1.73358e-05 8.66918e-06 -4.61104e-06 1.48705e-05 8.31322e-05 4.14021e-05 -6.2613e-05 -2.33235e-05
internal_weight=0 3098 3075 3052 3025 2990 2969 2949 79 53 2870 2837 2813 2793 431 101 71 2362 330 304 58 2325 42 246 175 131 47 71 44 84
internal_count=3121 3098 3075 3052 3025 2990 2969 2949 79 53 2870 2837 2813 2793 431 101 71 2362 330 304 58 2325 42 246 175 131 47 71 44 84
is_linear=0
shrinkage=0.1


Tree=3637
num_leaves=31
num_cat=0
split_feature=130 40 15 482 33 9 2 390 130 1186 43 133 132 50 1185 1203 1185 43 393 130 16 1213 1211 401 133 15 1210 11 1429 474
split_gain=4.86549e-06 9.27615e-06 6.80289e-06 1.88678e-05 6.17301e-06 5.84345e-06 2.15638e-05 5.39506e-06 8.61774e-06 7.53793e-06 3.44736e-05 1.98637e-05 1.66952e-05 0.000214108 0.000118882 9.95935e-06 6.54947e-06 1.48035e-05 5.811e-06 1.82039e-05 9.63393e-06 5.17743e-06 9.45015e-06 9.15112e-06 1.87677e-05 1.65802e-05 1.19029e-05 4.83829e-06 7.88405e-06 1.06378e-05
threshold=-0.23123999999999997 -0.24290999999999999 -0.5556049999999999 0.087425000000000017 -0.009184999999999997 0.088235000000000022 -0.15339499999999998 0.087590000000000015 -0.0075749999999999993 0.057025000000000006 -0.012164999999999999 -0.032969999999999992 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.087075000000000014 0.085905000000000009 -0.011694999999999999 0.09389500000000002 -0.005069999999999999 -0.090054999999999982 0.51258500000000007 0.12162000000000002 -0.06959499999999999 0.51114000000000004 0.095175000000000023 0.258635 0.096435000000000007 -0.23587499999999997 0.11381000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 7 -7 9 -9 12 -11 -12 13 15 -14 -6 18 -18 19 20 -16 22 23 25 26 -21 27 28 -25 -30
right_child=1 2 4 -5 5 6 -8 8 -10 10 11 -13 14 -15 16 -17 17 -19 -20 21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=4.5824020091221547e-05 -6.8223427679185998e-05 -1.9219239562517034e-05 -4.8073716256853746e-05 0.00011109202259149242 2.0309538059974039e-06 -2.086845803029475e-05 0.00010858335825270677 7.8470295623198839e-05 -9.0739618273168475e-06 4.4242878658451446e-05 -2.4540720951335969e-05 -0.00016547943674595446 -0.00024530438400688581 0.00033779803721699863 -7.7206572223076369e-06 -6.6242363187484448e-05 -1.7484311208211999e-05 9.6080572455486458e-05 4.4068956490913741e-05 -1.5801602015320288e-05 -9.7321279704374325e-05 4.7756007287799468e-05 -5.9808555436204735e-05 -6.2532405995409062e-05 -7.7374711082711656e-05 8.767803825548981e-05 7.4676389097779375e-05 3.3979010554620079e-05 -1.7813311160909936e-06 5.7201087474823002e-05
leaf_weight=23 20 25 27 20 147 31 22 22 23 32 20 20 20 20 20 25 24 22 28 30 30 22 27 21 32 32 21 39 2245 31
leaf_count=23 20 25 27 20 147 31 22 22 23 32 20 20 20 20 20 25 24 22 28 30 30 22 27 21 32 32 21 39 2245 31
internal_value=0 -3.4021e-07 1.00876e-07 3.86969e-05 -4.71765e-07 -4.42021e-08 3.28663e-05 -6.34874e-07 3.37255e-05 -1.16658e-06 -3.31199e-05 -9.50101e-05 -3.55359e-07 2.81169e-05 -2.42294e-06 -7.89249e-06 -5.71708e-07 3.68293e-05 -1.23907e-06 -1.73657e-06 -6.1481e-05 -5.41676e-07 -9.70469e-07 -3.22314e-07 -1.30667e-06 3.76072e-05 -2.73929e-07 -9.47711e-07 -1.54072e-06 -9.77968e-07
internal_weight=0 3098 3078 45 3033 3006 53 2953 45 2908 72 40 2836 192 2644 172 2624 46 2578 2550 50 2500 2478 2451 2389 62 2357 2336 2297 2276
internal_count=3121 3098 3078 45 3033 3006 53 2953 45 2908 72 40 2836 192 2644 172 2624 46 2578 2550 50 2500 2478 2451 2389 62 2357 2336 2297 2276
is_linear=0
shrinkage=0.1


Tree=3638
num_leaves=31
num_cat=0
split_feature=132 1185 1203 51 131 131 131 0 402 43 133 131 131 1 16 1446 479 1447 133 481 1446 42 1212 403 403 158 12 12 12 1210
split_gain=5.51448e-06 4.53076e-05 1.12415e-05 5.20522e-06 4.70929e-06 7.31394e-06 5.22141e-06 8.80315e-06 5.44858e-06 3.34461e-05 1.38391e-05 5.66192e-06 2.30631e-05 9.22889e-06 1.0456e-05 8.09003e-06 1.00077e-05 9.45767e-06 3.23792e-05 9.2318e-06 5.15916e-05 5.1505e-05 9.31624e-06 3.83267e-05 3.41549e-05 1.55941e-05 1.85499e-05 4.24343e-05 3.08678e-05 1.44575e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.096070000000000016 0.13602500000000003 0.12681500000000004 0.11684000000000001 -0.077999999999999986 -0.45015499999999992 0.055925000000000009 0.50628500000000021 0.099565000000000015 0.096845000000000014 0.077845000000000011 -0.018494999999999998 -0.09143999999999998 0.10713500000000002 0.022105000000000003 0.085195000000000007 -0.086484999999999992 0.083715000000000026 0.085730000000000015 0.041590000000000009 -0.54856499999999986 -0.16205499999999998 0.10398500000000001 0.085250000000000006 0.084290000000000018 0.086305000000000007 -0.3960249999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 8 -8 9 -3 11 12 15 -13 -15 -10 17 19 -19 20 -17 -22 23 -21 -24 26 27 -26 -28 -25
right_child=1 4 -4 -5 -6 -7 7 -9 10 -11 -12 13 -14 14 -16 16 -18 18 -20 22 21 -23 24 29 25 -27 28 -29 -30 -31
leaf_value=-1.2931835242073119e-06 0.00014751467887046083 -0.00011738942069496261 -7.5664099724100979e-05 -5.5145297428680353e-05 3.655280796270485e-05 -6.0613324876612751e-05 -1.2947451887157513e-05 7.8720458060905184e-05 -6.0847524681858807e-05 3.8069512705870663e-05 7.1416965044624747e-05 -6.184289761735365e-05 0.00010235822539305612 2.9485018011507426e-05 -4.9914147786222642e-05 -6.2811202531065654e-05 5.5625235609113589e-05 -0.00012543200375603192 4.4597280447349134e-05 -0.00010248704160116369 3.2083413013121266e-06 0.00021765326666701144 0.0001431419356231345 8.1397644749986724e-05 -1.3651222336193314e-05 -5.9105227923752074e-05 -0.00011557217487052186 0.0001817735798249487 1.9390009142502882e-05 -1.9882625501569429e-06
leaf_weight=175 21 25 27 20 35 20 20 22 22 31 27 39 22 43 27 32 32 24 21 38 24 21 20 21 25 31 20 20 111 2105
leaf_count=175 21 25 27 20 35 20 20 22 22 31 27 39 22 43 27 32 32 24 21 38 24 21 20 21 25 31 20 20 111 2105
internal_value=0 1.1632e-06 -1.51898e-05 -6.81648e-06 9.53108e-08 -3.53515e-07 7.34052e-08 3.50691e-05 -4.55116e-07 -3.13318e-05 1.79414e-07 -5.3349e-07 4.06467e-07 -2.28596e-05 -1.14037e-06 -4.67292e-07 5.46594e-08 -6.52964e-07 -4.6085e-05 1.75416e-07 3.42566e-05 0.000103283 -9.22139e-07 -2.94383e-06 1.83507e-05 6.29361e-06 1.78127e-05 7.32042e-05 -1.2149e-06 -1.1646e-06
internal_weight=0 2899 222 195 2878 2843 2823 42 2781 56 2725 2698 2589 109 70 2567 2545 2513 45 2468 77 45 2391 2164 227 207 176 45 131 2126
internal_count=3121 2899 222 195 2878 2843 2823 42 2781 56 2725 2698 2589 109 70 2567 2545 2513 45 2468 77 45 2391 2164 227 207 176 45 131 2126
is_linear=0
shrinkage=0.1


Tree=3639
num_leaves=31
num_cat=0
split_feature=400 2 400 12 4 1185 2 43 43 43 51 0 43 43 16 401 394 48 0 0 52 13 12 15 1213 1213 133 481 43 402
split_gain=4.74165e-06 2.05033e-05 2.03379e-05 1.84111e-05 2.20002e-05 1.18269e-05 9.64093e-06 4.52091e-06 3.17232e-05 2.75561e-05 2.04647e-05 4.9519e-05 1.98793e-05 1.77542e-05 1.3694e-05 1.27329e-05 8.26569e-06 7.25287e-06 1.07074e-05 1.33706e-05 1.51135e-05 2.24331e-05 1.28769e-05 9.00323e-06 6.04223e-06 1.08236e-05 8.17187e-06 5.36573e-05 4.74699e-05 7.15257e-05
threshold=-0.08262499999999999 0.080205000000000012 -0.081639999999999976 0.089300000000000004 -0.086254999999999984 -0.083264999999999992 0.08542000000000001 0.060960000000000007 0.055925000000000009 0.05259500000000001 0.035765000000000012 -0.087319999999999995 0.066275000000000014 0.093175000000000022 -0.080789999999999987 -0.41128499999999996 0.084995000000000015 0.090390000000000012 -0.11242999999999999 -0.10096999999999999 0.10347000000000002 0.056795000000000005 0.110195 0.091650000000000023 0.23509000000000002 0.12389500000000002 0.091935000000000003 -0.086219999999999977 -0.032879999999999993 -0.0065149999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -4 -6 8 9 15 12 -12 -9 14 -14 -7 24 18 -15 -20 21 22 23 -21 25 26 -17 -28 -29 -30
right_child=2 3 5 -5 6 7 -8 10 -10 -11 11 -13 13 17 -16 16 -18 -19 19 20 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=9.4503984486696686e-05 -9.8883840837515901e-05 -0.00011868675941514086 7.6514256761583965e-05 6.2664225697517392e-05 4.9539653569809168e-05 7.3061282144711495e-05 -3.5897820219231238e-05 -8.3439751587219583e-05 0.00010308054590041139 -0.00011727361357770859 -0.00019271648139692843 5.5860524726620716e-06 0.00012317981870312776 5.1572052719469266e-05 1.1489003418319045e-05 3.0229834836514336e-06 -5.7337478036060935e-05 -5.5187697078508792e-05 -7.6055897559854202e-05 -4.3487531697524794e-07 -6.0426948925117859e-05 0.00010935852657315661 6.7330128248696311e-05 -7.5343186342381941e-05 -4.5737451208489286e-05 7.2464425015606967e-05 -0.00017215949591445681 -1.7315842441195772e-05 -1.4948444800995339e-05 0.0002273817587549621
leaf_weight=28 21 20 20 31 25 24 28 27 30 20 20 34 21 36 23 2004 25 25 25 68 31 22 22 21 28 21 20 351 29 21
leaf_count=28 21 20 20 31 25 24 28 27 30 20 20 34 21 36 23 2004 25 25 25 68 31 22 22 21 28 21 20 351 29 21
internal_value=0 1.85479e-05 -8.19099e-07 -1.90184e-06 -2.93203e-05 -1.25244e-07 4.40287e-06 -6.45187e-07 8.49826e-07 -3.56199e-07 -1.0903e-05 -6.78593e-05 -1.32152e-06 6.21995e-06 6.4796e-05 5.70614e-07 -1.25575e-07 -4.08944e-06 1.58815e-06 -7.9326e-06 2.45205e-06 1.71081e-05 -1.17582e-06 -1.81099e-05 4.52556e-07 9.81305e-07 3.62276e-07 -1.23029e-05 -4.33005e-06 8.68302e-05
internal_weight=0 132 2989 104 73 2968 53 2948 2573 2543 375 54 321 294 44 2523 2499 250 225 189 164 133 111 89 2474 2446 2425 421 401 50
internal_count=3121 132 2989 104 73 2968 53 2948 2573 2543 375 54 321 294 44 2523 2499 250 225 189 164 133 111 89 2474 2446 2425 421 401 50
is_linear=0
shrinkage=0.1


Tree=3640
num_leaves=31
num_cat=0
split_feature=1373 150 1374 447 147 151 474 474 150 133 2 12 475 157 160 475 51 484 475 13 1426 448 483 156 160 133 42 1373 15 159
split_gain=4.68679e-06 8.87157e-06 1.5792e-05 6.18012e-06 1.07917e-05 2.72933e-05 6.90358e-06 5.08565e-05 4.54594e-05 3.29738e-05 7.09202e-05 1.78194e-05 2.89117e-05 2.40968e-05 1.96713e-05 3.96548e-05 2.30365e-05 1.91804e-05 1.37673e-05 1.64359e-05 8.44448e-06 1.2623e-05 1.3305e-05 9.47167e-06 7.39527e-06 2.64337e-05 2.35952e-05 1.87111e-05 1.78717e-05 1.11336e-05
threshold=-1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.10121000000000001 0.093875000000000014 -0.080454999999999985 0.083855000000000013 0.079590000000000008 0.10874500000000002 0.087625000000000022 0.090545000000000014 0.09857500000000001 0.016915000000000003 -0.061169999999999995 -0.090484999999999996 -0.069854999999999987 -0.021449999999999997 0.086135000000000017 -0.086349999999999982 -0.08231999999999999 -0.082379999999999995 -0.083689999999999987 -0.47181499999999993 -0.14064999999999997 0.10908000000000002 0.090665000000000009 0.084535000000000013 0.092315000000000022 -0.064294999999999977 0.10442500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 20 9 11 -11 12 13 14 -8 16 17 18 -16 -20 -4 -22 -23 -24 27 26 28 29 -26 -25
right_child=1 -3 3 -5 5 -7 8 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19 19 -21 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-4.2279966762110307e-05 -8.452820924999701e-05 6.2230371859977427e-05 6.0424139943885774e-05 5.2141408061446708e-05 -0.00013657944782607956 1.3256846408870433e-05 4.6939800542228718e-05 0.00015762334462903841 -0.00015501791882949572 0.00017360764698726901 -3.2070018910177938e-05 6.6229393814865042e-05 -0.00013434672677565529 8.8161670137196777e-05 -2.9503152864680697e-05 -0.00015427057310611977 -0.00010777482020785101 -6.163447729597786e-05 0.00012185517413814999 4.7209225886035713e-06 -6.4772352122637481e-05 7.2746965270198419e-05 -6.6034497788114966e-05 1.0550521974326619e-07 -0.00016109235847303039 7.5775303793350419e-05 5.9249285129681086e-06 9.8858694400405511e-05 -3.3496818927926054e-05 3.0421761012533466e-05
leaf_weight=26 22 23 24 23 20 31 30 21 21 30 38 22 23 20 26 26 24 34 23 25 29 26 21 2260 23 21 40 20 21 128
leaf_count=26 22 23 24 23 20 31 30 21 21 30 38 22 23 20 26 26 24 34 23 25 29 26 21 2260 23 21 40 20 21 128
internal_value=0 3.55183e-07 -1.08075e-07 5.00857e-07 1.08478e-07 -4.55025e-05 8.90117e-07 2.62562e-06 -1.24763e-05 -3.15117e-06 5.86701e-05 -1.97672e-05 -2.79573e-05 -1.61931e-05 -2.72947e-05 -4.13898e-05 -1.91557e-05 5.37388e-07 2.91028e-05 6.08478e-05 1.37995e-06 8.32607e-07 1.57579e-06 8.4554e-07 1.40443e-06 -2.45741e-05 -4.96614e-05 2.53721e-06 -0.000100194 1.7305e-06
internal_weight=0 3095 3072 3050 3027 51 2976 2634 342 321 68 253 231 208 188 158 132 108 74 48 2613 2589 2560 2534 2513 105 84 2408 44 2388
internal_count=3121 3095 3072 3050 3027 51 2976 2634 342 321 68 253 231 208 188 158 132 108 74 48 2613 2589 2560 2534 2513 105 84 2408 44 2388
is_linear=0
shrinkage=0.1


Tree=3641
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 1208 1208 402 1210 1210 131 131 1210 2 2 130 4 4 1 14 158 474 1 14 1456 1456 158 1456 1456 403 1456
split_gain=4.57609e-06 3.24572e-05 1.0065e-05 8.76849e-06 4.44819e-06 1.02725e-05 7.80689e-06 3.88041e-05 7.30799e-06 6.13065e-06 7.89695e-06 5.92264e-06 4.26959e-05 6.32749e-05 5.46446e-06 8.13441e-06 7.11609e-06 5.36955e-06 8.57467e-06 1.9939e-05 1.94722e-05 9.95543e-06 9.56681e-06 1.92928e-05 1.32175e-05 9.64091e-06 8.34986e-06 1.65594e-05 2.23064e-05 1.4125e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 0.11846000000000001 0.10480500000000002 0.2506000000000001 -0.13847499999999999 -0.090569999999999998 0.13834500000000002 0.13052000000000002 -0.065674999999999983 0.084715000000000013 0.08622500000000001 -0.23123999999999997 0.62931500000000018 0.6227450000000001 0.14627000000000004 -0.31455999999999995 -0.47382999999999992 0.096025000000000013 0.12205500000000001 -0.23960999999999996 0.13598500000000002 0.11510000000000002 -0.4686749999999999 0.099575000000000011 0.091180000000000011 -0.55157999999999985 0.085405000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -3 -9 10 11 12 -10 -14 -13 16 17 18 20 -20 21 -16 -21 24 25 -24 27 28 -27 -30
right_child=1 4 -4 -5 -6 -7 -8 8 9 -11 -12 14 13 -15 15 -17 -18 -19 19 22 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=1.4967080888798835e-06 0.00012492990613931657 0.00013323294657642361 -7.8036947723541581e-05 -5.9776773065533671e-05 4.3027154591375921e-05 -5.9418271234006107e-05 -5.0338010842096994e-05 -5.7507840099126702e-05 -8.8972189405467372e-05 5.5521069425594769e-05 -6.113297542816284e-05 4.9267699796473611e-05 0.00021709999364247779 -8.3144526742575131e-06 -4.5276668121611392e-05 -4.7986071068508965e-05 5.9297033794791792e-05 -3.0664795466973687e-05 -9.7864178280274031e-05 6.5642350041757305e-05 0.00011518399641361264 5.0252439723408319e-05 6.1340817832387985e-05 -9.3817472014217696e-05 8.1212066143052658e-05 -9.1575271465074002e-05 -5.3507174379774375e-05 8.7986165401941568e-05 -1.4395094582999538e-06 4.8145327987879424e-05
leaf_weight=173 21 22 22 27 24 29 30 22 22 20 21 22 20 33 24 36 20 58 21 22 21 20 25 22 20 27 30 21 2187 59
leaf_count=173 21 22 22 27 24 29 30 22 22 20 21 22 20 33 24 36 20 58 21 22 21 20 25 22 20 27 30 21 2187 59
internal_value=0 1.05963e-06 -1.38372e-05 -6.77521e-06 1.5578e-07 -2.04736e-07 4.03119e-07 9.47747e-07 -1.01757e-07 3.57325e-07 -4.66574e-08 4.26705e-07 2.81365e-05 7.67476e-05 -3.61998e-07 -7.79852e-07 -1.20394e-07 -5.85137e-07 1.1299e-07 -8.44252e-07 3.5958e-05 -1.85435e-06 9.87003e-11 -6.03887e-07 2.61752e-07 -4.2748e-07 -1.09194e-06 -4.06476e-07 -1.22313e-06 -1.36969e-07
internal_weight=0 2899 222 200 2878 2854 2825 2795 2773 2751 2731 2710 75 53 2635 2613 2577 2557 2499 2434 65 44 2413 2391 2369 2349 2324 2294 2273 2246
internal_count=3121 2899 222 200 2878 2854 2825 2795 2773 2751 2731 2710 75 53 2635 2613 2577 2557 2499 2434 65 44 2413 2391 2369 2349 2324 2294 2273 2246
is_linear=0
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Tree=3642
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 4 12 1204 16 130 11 1420 155 475 474 15 474 474 11 475 3 475 156 475 1371 15 475 154 471 474 474
split_gain=4.88136e-06 0.000144335 7.37605e-05 3.2754e-05 4.79535e-06 6.7014e-06 6.25213e-06 5.78858e-06 5.17169e-06 4.29428e-06 5.27423e-06 1.12537e-05 5.54845e-06 1.04635e-05 8.55683e-06 8.36477e-06 6.70814e-06 6.30316e-06 7.92683e-06 8.77961e-06 6.62199e-06 4.02945e-05 3.58151e-05 3.17951e-05 4.97006e-05 1.29395e-05 6.31712e-06 8.69897e-06 8.52843e-06 2.52554e-05
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.11275500000000001 0.10911500000000002 -0.0030749999999999996 -0.071854999999999988 -0.0094199999999999978 0.106895 0.056520000000000008 0.14721000000000004 -0.10664 -0.10160499999999999 -0.0088349999999999974 -0.090259999999999993 -0.025244999999999997 0.095165000000000013 0.058495000000000012 -0.082094999999999987 -0.086304999999999979 0.085790000000000019 -0.085754999999999984 0.083235000000000017 -0.045854999999999993 -0.085024999999999989 0.084190000000000001 0.089900000000000022 0.08425500000000001 0.086630000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 8 -8 -1 10 11 12 14 -14 -4 -15 -17 18 20 -20 21 -18 -22 25 -25 -24 27 28 -27 -30
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leaf_value=-1.9298793995403687e-05 -0.0001834962286838246 0.00025138518717342424 5.6263718079208052e-06 -0.00013468139013639302 -4.2206339244528311e-05 4.6675654169975496e-05 -5.6687394469179253e-05 1.1892652219103184e-05 3.7450349518188713e-05 4.4318724721134373e-05 -4.8806026726114486e-05 7.3279630062946438e-05 7.0781247701407182e-05 -6.1490130610764035e-05 -6.937123255205545e-05 5.305506479847585e-05 -4.3814132004627028e-05 -4.2832160229141559e-05 8.7098148122260522e-05 4.4975092028072409e-06 -0.00013104278879750165 0.00013703546943692017 -7.0232709280120342e-05 -2.4691734004244651e-05 0.00019038531939837743 1.0510689738659715e-06 -5.1679716246629448e-05 5.7409703591614602e-05 -0.00010192517856921768 -5.0401390831346298e-06
leaf_weight=26 22 23 32 20 23 33 32 20 42 22 22 21 21 22 29 24 28 34 22 31 21 22 27 21 22 2208 24 26 32 169
leaf_count=26 22 23 32 20 23 33 32 20 42 22 22 21 21 22 29 24 28 34 22 31 21 22 27 21 22 2208 24 26 32 169
internal_value=0 1.43963e-05 -1.08642e-06 -1.34136e-05 3.6678e-07 6.76666e-06 -4.20831e-06 -3.03105e-05 1.57521e-05 3.06989e-07 -3.18002e-08 3.46561e-07 -1.97522e-07 4.63216e-07 -3.00282e-05 -7.70981e-08 4.21274e-07 -4.88454e-08 4.99452e-07 3.87846e-05 -2.80975e-07 3.57597e-05 -9.87655e-07 9.22806e-08 8.53477e-05 -1.38237e-06 -6.26389e-07 -1.23194e-07 -7.44138e-07 -2.04646e-05
internal_weight=0 219 2902 196 176 153 120 52 68 2880 2858 2836 2815 2754 61 2733 2711 2687 2653 53 2600 50 2550 2529 43 2486 2459 2435 2409 201
internal_count=3121 219 2902 196 176 153 120 52 68 2880 2858 2836 2815 2754 61 2733 2711 2687 2653 53 2600 50 2550 2529 43 2486 2459 2435 2409 201
is_linear=0
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Tree=3643
num_leaves=31
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split_feature=1447 1447 1447 403 133 1447 403 3 1456 1210 1446 1447 1447 1447 1444 1447 133 133 1371 133 479 479 1375 133 133 133 16 3 43 51
split_gain=4.69437e-06 2.68149e-05 2.71698e-05 1.89533e-05 6.82586e-05 2.07503e-05 1.52011e-05 1.45278e-05 2.79149e-05 1.4234e-05 1.22808e-05 8.10496e-06 6.70592e-06 8.88479e-06 2.23698e-05 1.96419e-05 8.386e-06 5.72e-05 7.27034e-05 5.04052e-05 3.76552e-05 2.46673e-05 2.05644e-05 2.38602e-05 2.8157e-05 3.58404e-05 4.67524e-05 3.76309e-05 3.58046e-05 2.58889e-05
threshold=-0.086849999999999997 -0.086279999999999982 -0.085709999999999995 -0.54856499999999986 0.40431 -0.084334999999999979 -0.53960999999999981 -0.085854999999999987 0.085105000000000014 -0.3960249999999999 0.037915000000000011 -0.083214999999999983 -0.082229999999999984 -0.073059999999999986 -1.0000000180025095e-35 -0.051529999999999992 0.085355000000000014 0.085895000000000013 0.083235000000000017 0.084990000000000024 0.086465000000000014 0.084530000000000008 -0.022119999999999997 0.086910000000000015 0.089405000000000012 0.090665000000000009 0.51222500000000004 -0.078724999999999976 -0.086909999999999987 -0.23112499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 -4 -5 -7 -1 10 -8 -9 -11 -13 14 -14 -15 19 -18 21 20 -17 22 -19 -24 28 27 29 -26 -25 -27
right_child=1 2 3 5 -6 6 9 8 -10 11 -12 12 13 15 -16 16 17 18 -20 -21 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-5.1073650704438483e-05 -0.00010821065816739778 0.00010399195933132433 -0.00019266212759909898 8.7587356284967864e-05 4.6670123678128366e-05 8.6397802333522123e-05 -7.9439097886358439e-05 5.9914753801422191e-05 0.0001445256519218674 -5.4987220545188869e-05 -4.6186348906000305e-05 5.6361525851874229e-05 2.7630605254671541e-05 9.0390240802662458e-05 -0.00012193466374810669 -6.9525800247660643e-07 0.00013320242770922569 8.9916402592077959e-05 -0.00018102601575914639 -0.00016191095446174589 -0.00011961751240758329 0.00010739025143872521 -7.5017412503560393e-05 0.00015258416303997647 -0.00017938165240237772 -0.00010479281845618971 0.00014555031764096137 8.1729329394875101e-06 2.0722012667454582e-05 1.9138410700044782e-06
leaf_weight=20 23 25 22 27 26 20 23 20 20 27 24 21 20 24 20 1920 35 27 21 20 27 24 39 26 23 24 22 20 99 432
leaf_count=20 23 25 22 27 26 20 23 20 20 27 24 21 20 24 20 1920 35 27 21 20 27 24 39 26 23 24 22 20 99 432
internal_value=0 -6.45e-07 1.7584e-07 -6.92479e-07 -6.30238e-05 3.2483e-07 -4.83711e-07 2.33198e-05 4.65677e-05 -1.08414e-06 2.04143e-06 -4.56423e-07 6.12745e-08 -3.57537e-07 -4.7152e-05 3.15039e-07 -4.68507e-07 8.21992e-06 2.44133e-06 -3.96685e-06 -2.34441e-06 7.67614e-06 4.31499e-06 9.40916e-07 5.52664e-06 -4.69954e-06 3.16707e-06 -9.2147e-05 4.81493e-05 -3.7023e-06
internal_weight=0 3037 3014 2989 48 2941 2914 84 64 2894 44 2871 2844 2823 40 2783 2759 792 757 1967 1947 736 712 685 646 521 478 43 125 456
internal_count=3121 3037 3014 2989 48 2941 2914 84 64 2894 44 2871 2844 2823 40 2783 2759 792 757 1967 1947 736 712 685 646 521 478 43 125 456
is_linear=0
shrinkage=0.1


Tree=3644
num_leaves=31
num_cat=0
split_feature=132 1185 1203 2 130 2 3 132 2 13 448 0 16 14 15 43 12 1 142 11 13 16 2 16 15 0 16 45 12 10
split_gain=4.5169e-06 2.84485e-05 2.8037e-05 5.07743e-06 1.60956e-05 5.89871e-06 1.75364e-05 9.09305e-06 4.60385e-06 5.01744e-06 4.48089e-06 1.30136e-05 5.91239e-06 1.44683e-05 1.93403e-05 1.18176e-05 1.26659e-05 1.89771e-05 1.11931e-05 1.57961e-05 1.13961e-05 2.30012e-05 3.85752e-05 1.75005e-05 2.04802e-05 2.39136e-05 2.3877e-05 1.63178e-05 1.65844e-05 1.5655e-05
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 0.10222000000000002 0.096010000000000012 0.089320000000000024 -0.073309999999999986 -0.40070499999999992 0.085235000000000019 -0.0093149999999999986 0.068920000000000023 -0.26609999999999995 -0.50690499999999983 0.078235000000000013 -0.26481999999999994 -0.092909999999999979 0.087005000000000013 0.10984500000000001 -0.057499999999999989 -0.014494999999999999 -0.13710499999999998 -0.18708499999999997 0.090425000000000019 -0.08595499999999999 -0.083359999999999976 -0.075934999999999989 0.10246000000000001 0.084355000000000013 0.22926500000000002 -0.011559999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 7 -7 -1 9 -9 11 -3 13 14 -13 -16 17 -17 -14 -20 21 22 -21 -23 -25 -26 -27 28 29 -22
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leaf_weight=20 22 22 20 21 21 20 22 35 34 23 20 20 20 22 29 36 38 36 22 25 52 31 33 34 25 21 27 22 21 2327
leaf_count=20 22 22 20 21 21 20 22 35 34 23 20 20 20 22 29 36 38 36 22 25 52 31 33 34 25 21 27 22 21 2327
internal_value=0 1.03735e-06 -1.39515e-05 -2.44278e-06 -3.32626e-05 5.96262e-06 3.79223e-05 -6.02226e-06 7.26289e-06 -9.86453e-06 1.72884e-07 5.02391e-07 -9.0895e-08 1.73974e-05 2.79142e-05 1.46848e-05 2.96561e-05 5.00437e-06 -1.28089e-06 -1.8455e-06 -1.13641e-06 -2.43291e-05 -7.71704e-05 -2.12051e-06 -2.12884e-05 8.56907e-06 -3.27366e-05 7.40457e-07 -4.54097e-08 -8.2642e-07
internal_weight=0 2905 216 196 42 154 42 112 92 58 2883 2863 2841 181 159 139 110 72 2660 2640 2618 196 58 138 107 73 48 2422 2400 2379
internal_count=3121 2905 216 196 42 154 42 112 92 58 2883 2863 2841 181 159 139 110 72 2660 2640 2618 196 58 138 107 73 48 2422 2400 2379
is_linear=0
shrinkage=0.1


Tree=3645
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 13 49 2 42 399 481 1447 13 160 4 1456 1456 403 154 157 160 160 2 4 1447 159 1447 481 403 1208 1208
split_gain=4.85898e-06 0.00013896 6.83144e-05 1.25518e-05 6.09538e-06 1.16811e-05 4.57046e-06 2.15573e-05 6.64039e-06 4.3449e-06 4.31959e-05 4.2477e-05 5.7296e-05 2.32558e-05 6.66086e-06 4.41697e-05 3.70096e-05 1.00028e-05 1.63466e-05 9.81196e-06 1.78409e-05 1.27315e-05 1.30082e-05 8.85781e-06 3.35346e-05 1.30737e-05 1.11046e-05 8.27559e-06 1.48408e-05 2.32438e-05
threshold=-0.083284999999999984 0.0044650000000000011 -0.087384999999999977 0.087075000000000014 -0.051094999999999995 0.10084500000000002 0.089320000000000024 -0.058859999999999989 0.085965000000000014 -0.086484999999999992 -0.085684999999999997 -0.081224999999999978 -0.00363 -0.026489999999999996 0.085790000000000019 0.08814000000000001 -0.55327499999999985 0.085530000000000009 0.63604500000000008 0.010565000000000001 -0.046074999999999991 0.10327000000000001 -0.010024999999999997 -0.086304999999999979 -0.092414999999999983 -0.084334999999999979 -0.079279999999999975 -0.54448499999999989 0.10233500000000001 0.11531000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=24 20 22 35 25 28 21 22 23 54 21 20 20 22 20 21 22 33 20 20 20 25 33 20 36 21 20 32 2381 20 20
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internal_value=0 1.43632e-05 -1.08392e-06 -1.22563e-05 -2.63299e-06 -1.02137e-05 1.21031e-06 2.68185e-05 -1.2843e-05 1.94209e-07 1.90697e-05 -2.06271e-05 -9.08656e-05 5.31233e-05 -6.045e-07 -2.17779e-05 5.33246e-07 -5.33467e-07 -1.07895e-06 1.63592e-06 1.44239e-05 -9.96252e-06 -4.64834e-05 -3.76208e-07 -4.04483e-05 4.86245e-07 -3.84694e-07 2.20376e-07 8.88148e-07 6.12943e-05
internal_weight=0 219 2902 197 172 148 127 45 82 2882 117 82 42 40 2765 141 2624 2603 2583 120 100 75 42 2563 54 2509 2473 2453 2421 40
internal_count=3121 219 2902 197 172 148 127 45 82 2882 117 82 42 40 2765 141 2624 2603 2583 120 100 75 42 2563 54 2509 2473 2453 2421 40
is_linear=0
shrinkage=0.1


Tree=3646
num_leaves=31
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split_feature=1186 1186 2 2 2 129 394 33 9 3 43 13 483 0 3 3 15 16 1 4 11 3 15 403 4 4 132 403 12 484
split_gain=4.63754e-06 2.81411e-05 2.33856e-05 9.56497e-06 8.77355e-06 5.93579e-06 1.00668e-05 5.23473e-06 6.56325e-06 2.84586e-05 5.17007e-06 1.27501e-05 2.4484e-05 1.71616e-05 1.53712e-05 2.66466e-05 4.00361e-05 3.75573e-05 2.44306e-05 2.8288e-05 2.44223e-05 1.90398e-05 1.67685e-05 2.21493e-05 1.05548e-05 3.27908e-05 5.31362e-05 2.43216e-05 1.96573e-05 1.82794e-05
threshold=0.062435000000000011 1.0000000180025095e-35 0.084055000000000005 0.088300000000000003 0.09358000000000001 -0.077709999999999987 -0.096774999999999986 -0.044254999999999996 0.088235000000000022 -0.13309499999999996 -0.095589999999999994 0.24813000000000004 0.049115000000000006 -0.059114999999999994 -0.090569999999999984 -0.094874999999999987 0.084050000000000014 -0.080789999999999987 0.077565000000000009 -0.04890499999999999 0.079300000000000009 -0.042499999999999989 0.094035000000000007 -0.0044549999999999998 -0.085719999999999977 -0.08713499999999999 -1.0000000180025095e-35 -0.55049499999999985 0.099100000000000008 0.088135000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_value=-5.1838948208817536e-05 -0.00010724193037579729 0.00011892733062268234 6.1568342723396867e-05 -6.9210885922075253e-05 1.425906891721324e-05 5.6081783503714179e-05 4.9438890987186744e-05 0.00017114056515856648 5.2393869335295073e-05 -8.669900578776212e-05 1.1802210294911837e-05 2.4156020383368466e-06 0.00010420759753023665 -9.9765460816508342e-05 -2.2748219468364065e-05 0.00010225285204609833 -0.00014354548737308641 2.1752629010864311e-05 6.0252037212194411e-05 2.070648252265528e-05 -8.8004748097318962e-05 4.371969993254395e-05 1.6396270742310058e-05 -0.00016523876361134173 8.0346403793603392e-05 -1.2278521504153365e-05 -0.00021348674019377328 -3.9507940370886453e-07 -7.4298098621107387e-05 -8.1235880418756539e-05
leaf_weight=22 24 20 22 20 34 32 21 25 24 38 258 65 31 22 24 38 27 28 25 25 20 31 24 20 38 35 21 2048 36 23
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internal_value=0 7.01335e-07 -2.11871e-05 5.98808e-06 -1.66557e-05 -8.65758e-08 2.95617e-07 -3.10137e-07 -6.67188e-07 -3.28566e-05 2.96503e-08 1.04988e-05 1.97794e-05 -2.34233e-05 1.066e-05 2.74539e-05 8.50485e-06 -5.93937e-05 4.78145e-05 9.59235e-05 -5.63987e-06 -2.12314e-05 -5.08415e-05 -8.75166e-05 -1.69464e-06 -1.71881e-05 -8.77316e-05 1.07576e-06 -4.72614e-06 4.18699e-06
internal_weight=0 3021 100 76 54 3001 2979 2947 2926 62 2864 405 318 87 287 188 150 55 95 50 45 99 68 44 2459 373 56 2086 317 281
internal_count=3121 3021 100 76 54 3001 2979 2947 2926 62 2864 405 318 87 287 188 150 55 95 50 45 99 68 44 2459 373 56 2086 317 281
is_linear=0
shrinkage=0.1


Tree=3647
num_leaves=31
num_cat=0
split_feature=394 394 390 390 1186 43 393 394 393 1213 1211 15 15 15 131 52 131 1443 479 481 2 2 52 52 42 0 484 484 480 157
split_gain=5.01238e-06 1.51634e-05 1.3626e-05 9.82656e-06 8.21686e-06 5.09942e-05 1.88293e-05 6.77345e-06 5.03822e-06 4.67064e-06 7.07178e-06 5.35766e-06 3.0611e-05 2.26587e-05 1.60325e-05 2.76889e-05 3.43147e-05 4.65924e-05 2.79554e-05 3.4903e-05 2.19296e-05 4.61558e-05 4.38757e-05 2.29451e-05 2.75256e-05 1.28217e-05 8.72811e-06 1.46613e-05 9.25859e-06 8.84352e-06
threshold=-0.15150999999999998 -0.11103499999999998 0.090385000000000007 0.087590000000000015 0.057025000000000006 -0.012164999999999999 0.10585500000000002 -0.085169999999999982 0.092175000000000021 0.51258500000000007 0.12162000000000002 0.095175000000000023 0.097020000000000009 0.093575000000000019 0.11863000000000001 0.51358000000000004 0.08956500000000002 1.0000000180025095e-35 0.097110000000000016 -0.074219999999999994 0.097605000000000011 0.10327000000000001 0.0060650000000000009 0.10263500000000002 0.089015000000000025 -0.072594999999999979 -0.4999599999999999 -0.23687999999999995 0.11303500000000001 -0.52541999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 -3 9 10 11 13 -13 26 15 16 17 18 19 -14 22 -22 25 24 -23 -21 -9 -28 29 -29
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 -12 12 14 -15 -16 -17 -18 -19 -20 20 21 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-3.5171509333622458e-05 8.7246402799792135e-05 4.4157737519366072e-05 -8.2381180836819121e-05 6.7021199819547215e-05 4.5093761090196071e-05 -0.00013898514307247414 7.0633204134202597e-05 -5.5312655704569649e-05 -4.9540975413990616e-05 4.5518335206328305e-05 -5.0743447072168896e-05 9.732396851963918e-05 0.00012834311809066485 -8.4205949965645709e-05 -8.5438645564863696e-05 0.00010363446174408266 -0.00012227532431345687 0.00015439716518599769 -0.00011769743600780203 5.6988457176235648e-05 0.00015548567644145807 -4.5571249465107644e-05 -0.00013780872491224729 -7.3703932654258533e-05 0.00010161458242995044 -4.261841477273265e-05 5.8441732107894495e-05 -6.2244356661761671e-05 -6.4301744287545068e-05 7.19830445719583e-08
leaf_weight=40 20 34 20 22 34 27 38 29 21 22 28 37 21 33 20 27 22 20 20 28 21 24 32 34 27 24 42 23 23 2308
leaf_count=40 20 34 20 22 34 27 38 29 21 22 28 37 21 33 20 27 22 20 20 28 21 24 32 34 27 24 42 23 23 2308
internal_value=0 4.56627e-07 -1.10441e-07 4.30636e-07 -5.46213e-08 -3.63838e-05 6.9456e-07 -2.156e-07 -7.38363e-07 -3.80647e-07 -7.35828e-07 -2.38416e-07 1.12089e-05 -1.90103e-06 1.25189e-06 7.03126e-06 -2.5229e-06 7.97333e-06 -4.70406e-06 6.00621e-06 -7.51524e-06 2.27278e-05 -4.56791e-05 -1.00712e-05 3.23507e-05 1.10161e-05 -7.81005e-07 -1.20981e-07 -1.16586e-06 -5.42893e-07
internal_weight=0 3081 3061 3041 3019 61 2958 2920 2886 2865 2843 2815 357 2458 320 300 273 251 231 211 190 106 84 85 51 52 2425 2396 2354 2331
internal_count=3121 3081 3061 3041 3019 61 2958 2920 2886 2865 2843 2815 357 2458 320 300 273 251 231 211 190 106 84 85 51 52 2425 2396 2354 2331
is_linear=0
shrinkage=0.1


Tree=3648
num_leaves=31
num_cat=0
split_feature=132 1185 132 403 403 1213 2 0 4 4 1 121 39 33 12 10 16 51 15 45 10 31 2 16 149 13 12 1453 12 12
split_gain=4.92134e-06 3.685e-05 1.49849e-05 5.61179e-06 7.0866e-06 4.91459e-06 5.54454e-06 9.96592e-06 7.39338e-06 7.71969e-06 4.48765e-06 1.47471e-05 6.65295e-06 1.99391e-05 1.80055e-05 9.16742e-06 7.82402e-05 4.41119e-05 4.49729e-05 7.63987e-06 6.63955e-06 1.02428e-05 7.25091e-06 6.0382e-05 5.30328e-06 7.43648e-06 5.53374e-06 2.26169e-05 2.86687e-05 4.62601e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 -0.090774999999999981 -0.088034999999999988 -0.077519999999999992 0.10497000000000002 -0.09595999999999999 -0.069999999999999993 0.0045450000000000013 0.16540500000000002 -0.094339999999999993 -1.0000000180025095e-35 -0.012019999999999998 -0.029094999999999999 -0.0097449999999999985 -0.056919999999999991 0.087505000000000013 -0.10324499999999999 0.094030000000000016 -0.0026549999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.056919999999999991 1.0000000180025095e-35 -0.080344999999999986 0.094580000000000011 -0.064249999999999988 0.096525000000000014 0.096990000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 7 -7 -9 -10 11 -3 14 -14 -13 16 17 18 -15 20 -17 -22 23 -23 26 -26 -24 -28 -29 -30
right_child=1 10 -4 4 5 6 -8 8 9 -11 -12 12 13 15 -16 19 -18 -19 -20 -21 21 22 24 -25 25 -27 27 28 29 -31
leaf_value=4.3172040421354943e-05 0.00013308566762827384 -7.8291067923904253e-05 -9.2684404477371243e-05 -6.6047515359795881e-05 3.7457290257710463e-05 -8.4617850162820629e-05 2.3906076664085654e-05 -5.3650693526681914e-05 4.1447501914392763e-05 -3.5244523981721913e-05 4.2319543921621521e-05 -2.2438313346356154e-05 -8.7377141524204777e-05 -0.00018906946959601636 9.8823927881615725e-05 -5.5934036797788439e-05 0.00014861301507254314 8.0959624859712104e-05 1.333877953584306e-05 -4.9090050538325158e-05 -7.076665289787344e-05 0.00013191304972375899 3.6836217447728213e-06 -8.0893233219588498e-05 4.8339153888971654e-06 -6.0380240799585249e-05 9.4287915652828476e-05 -5.3543594184156974e-05 0.0001228553727961643 -7.9990626791992408e-06
leaf_weight=21 21 24 22 21 24 21 33 24 35 21 25 25 26 23 24 21 36 22 21 32 20 30 1885 24 36 34 21 125 29 395
leaf_count=21 21 24 22 21 24 21 33 24 35 21 25 25 26 23 24 21 36 22 21 32 20 30 1885 24 36 34 21 125 29 395
internal_value=0 1.09887e-06 -1.43497e-05 -5.73287e-06 -1.14703e-05 -4.21638e-06 -1.16803e-05 -2.33076e-05 -7.21361e-06 1.2688e-05 1.35798e-07 -2.33845e-07 4.28358e-07 -2.15465e-07 3.69554e-05 6.07413e-07 3.00264e-05 -3.46571e-05 -9.24655e-05 -5.24089e-07 6.90835e-08 5.2159e-07 1.07443e-06 3.73325e-05 2.99007e-07 -2.68415e-05 1.07287e-06 -7.56092e-06 -1.14568e-05 9.50887e-07
internal_weight=0 2899 222 200 179 158 134 101 80 56 2878 2853 2829 2780 49 2754 102 66 44 2652 2620 2599 2579 54 2525 70 2455 570 549 424
internal_count=3121 2899 222 200 179 158 134 101 80 56 2878 2853 2829 2780 49 2754 102 66 44 2652 2620 2599 2579 54 2525 70 2455 570 549 424
is_linear=0
shrinkage=0.1


Tree=3649
num_leaves=31
num_cat=0
split_feature=1447 2 2 1447 2 1447 15 1447 475 157 475 52 0 12 156 160 479 159 51 51 157 1455 1456 158 42 158 158 158 158 158
split_gain=4.63973e-06 4.33769e-05 2.91703e-05 2.80576e-05 2.05655e-05 1.25937e-05 3.80374e-05 6.07035e-06 6.0228e-06 5.86674e-05 3.21114e-05 1.2182e-05 2.82673e-05 2.55261e-05 1.05239e-05 6.00734e-06 9.44668e-06 8.14447e-06 7.05753e-06 1.27402e-05 2.36945e-05 7.1351e-06 3.04504e-05 1.41998e-05 1.33273e-05 1.06706e-05 2.60333e-05 9.32666e-06 8.06252e-06 1.02471e-05
threshold=-0.086424999999999988 0.083935000000000023 0.08734500000000002 -0.085804999999999979 0.09142500000000002 -0.084334999999999979 0.087485000000000021 -0.083214999999999983 -0.085774999999999976 -0.086244999999999988 -0.085144999999999985 -0.53964499999999982 -0.087414999999999979 0.091200000000000017 0.12794000000000003 -0.54913999999999985 0.10061500000000002 0.14765500000000001 -0.4680149999999999 -0.44986999999999994 0.11933000000000001 -0.065979999999999983 -0.075669999999999987 0.12794000000000003 0.08623500000000002 0.10737500000000001 0.10544500000000002 0.10254000000000001 -0.4686749999999999 -0.25150999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -4 6 -5 -7 9 -9 -10 14 -13 -14 -11 -12 17 18 -17 -20 21 22 24 25 -21 26 27 28 -23 -30
right_child=3 2 4 5 -6 7 -8 8 10 11 15 12 13 -15 -16 16 -18 -19 19 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00013501335022738202 -0.00010032876522895355 -0.00012051042218345742 8.4486056360989244e-05 -4.154022823058768e-05 -4.1290074183892176e-05 -4.7712491208652929e-05 0.00015349160930782092 -0.0001791015757044079 0.00012418180428994675 7.1721569308162246e-06 4.3826242577896697e-05 -4.2979134589889631e-05 0.00013063927807736273 -8.4020821542134911e-06 -8.9762778121179766e-05 5.3645872803069021e-05 -5.2825376127764361e-05 5.4863646053288706e-05 -6.4557386917107171e-05 -4.6295268241654715e-05 0.00010097967405390987 4.5375550383285278e-05 -0.00012737432034159809 7.8169972051040059e-05 5.2962896968951573e-05 -5.8139117993505354e-05 0.0001136062559999118 -6.1716998694464573e-05 -5.9127233071194497e-05 -3.0933219586317819e-07
leaf_weight=25 28 20 26 20 26 27 20 20 21 24 31 36 31 23 21 24 34 27 31 24 23 38 23 23 31 32 20 25 30 2337
leaf_count=25 28 20 26 20 26 27 20 20 21 24 31 36 31 23 21 24 34 27 31 24 23 38 23 23 31 32 20 25 30 2337
internal_value=0 2.1528e-05 -1.78766e-05 -6.90547e-07 2.1598e-05 2.40651e-07 5.59757e-05 -5.13544e-07 -7.84566e-08 -1.92619e-05 9.93438e-07 4.41803e-06 2.56591e-05 7.1418e-05 -3.80641e-05 5.37523e-08 -4.44759e-07 2.17794e-07 -3.36674e-07 -8.27983e-07 -6.98815e-08 -9.69665e-07 -3.07544e-05 -4.22346e-08 9.65024e-06 -7.67005e-07 -1.76552e-08 -9.52831e-07 -3.21187e-07 -1.05481e-06
internal_weight=0 97 72 3024 52 2996 40 2956 2929 155 2774 135 90 54 45 2753 2722 2688 2661 2637 2606 2583 78 2505 55 2482 2450 2430 2405 2367
internal_count=3121 97 72 3024 52 2996 40 2956 2929 155 2774 135 90 54 45 2753 2722 2688 2661 2637 2606 2583 78 2505 55 2482 2450 2430 2405 2367
is_linear=0
shrinkage=0.1


Tree=3650
num_leaves=31
num_cat=0
split_feature=132 1203 393 50 16 12 2 3 33 9 16 13 41 402 4 0 11 51 11 1419 1420 1420 475 1428 1425 475 475 475 16 475
split_gain=4.69122e-06 0.000128029 7.12349e-05 2.25591e-05 4.67871e-06 8.91064e-06 1.09671e-05 6.85562e-06 4.4309e-06 5.91823e-06 2.55935e-05 3.30709e-05 5.39366e-06 1.21602e-05 1.25132e-05 1.34014e-05 5.32796e-06 2.14773e-05 1.08841e-05 7.66801e-06 1.87064e-05 1.27267e-05 1.2633e-05 7.48002e-06 1.7295e-05 7.10606e-06 1.11416e-05 1.33798e-05 5.23082e-05 3.95392e-05
threshold=-0.083284999999999984 0.089165000000000008 0.12679500000000002 0.10022000000000002 -0.12029499999999999 0.11418000000000002 0.097385000000000013 -0.083154999999999993 -0.044254999999999996 0.088235000000000022 -0.056919999999999991 -0.077799999999999994 0.077300000000000021 0.081585000000000019 0.0016150000000000003 -0.10607499999999999 0.094350000000000003 -0.057604999999999996 0.087575000000000014 0.086505000000000012 -0.08341999999999998 -0.085109999999999991 -0.081629999999999994 0.093045000000000017 0.086415000000000006 -0.24039999999999997 -0.098879999999999982 -0.086279999999999982 -0.0087049999999999992 -0.085719999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 -1 6 7 -6 -2 12 11 -11 16 14 15 -14 18 -18 19 21 -21 -10 -22 24 25 -23 -27 28 -28 -29
right_child=2 -3 -4 -5 5 -7 -8 -9 9 10 -12 -13 13 -15 -16 -17 17 -19 -20 20 22 23 -24 -25 -26 26 27 29 -30 -31
leaf_value=4.3653452459173945e-05 4.4946608977625149e-05 0.00023731435067020357 -0.00018913943316874795 -0.00011271977320575389 5.2235271482459215e-06 -6.4083400992904384e-05 6.6113939417688098e-05 -5.1529978956186196e-05 -7.7007729057434272e-05 1.3075993042548361e-05 5.8478515482073861e-05 -0.00016877796297194437 2.2461467960965822e-05 -4.7808434187789408e-05 6.0790749118715564e-06 0.00013683943402611475 0.00010373204674539487 -2.4708955946456022e-05 -6.3008908208368148e-05 0.00011123514906059774 5.0452794244780239e-05 -5.0950293526901602e-05 -4.3833450132903335e-05 -5.7380133069312686e-05 9.0277074819563756e-05 7.2240138511655717e-05 -0.00015973830158659639 0.00013670619033897917 5.8553590319899659e-05 -1.1240053904521509e-06
leaf_weight=21 22 23 20 20 80 23 23 29 22 20 21 20 21 21 58 20 23 30 28 21 27 28 30 23 21 21 23 21 21 2340
leaf_count=21 22 23 20 20 80 23 23 29 22 20 21 20 21 21 58 20 23 30 28 21 27 28 30 23 21 21 23 21 21 2340
internal_value=0 1.41131e-05 -1.06504e-06 -1.20789e-05 -6.424e-07 -6.64377e-06 3.36465e-06 -9.87603e-06 2.40127e-07 -1.0377e-07 -3.09179e-05 -7.7851e-05 5.67778e-07 2.13091e-05 3.59704e-05 7.82556e-05 -3.61284e-07 3.10296e-05 -9.94839e-07 -3.26481e-07 3.05533e-05 -1.28228e-06 8.28455e-07 -6.15367e-07 -8.78565e-08 -8.61151e-07 -2.8304e-07 -9.16299e-07 -5.55535e-05 1.0193e-07
internal_weight=0 219 2902 196 176 155 132 109 2882 2860 61 40 2799 120 99 41 2679 53 2626 2598 78 2520 57 2498 2475 2454 2426 2405 44 2361
internal_count=3121 219 2902 196 176 155 132 109 2882 2860 61 40 2799 120 99 41 2679 53 2626 2598 78 2520 57 2498 2475 2454 2426 2405 44 2361
is_linear=0
shrinkage=0.1


Tree=3651
num_leaves=31
num_cat=0
split_feature=474 1374 150 1374 157 13 151 16 14 15 160 2 160 157 157 157 475 156 474 1375 148 447 1374 150 52 150 48 376 43 123
split_gain=5.07171e-06 2.55235e-05 9.46027e-05 2.3575e-05 2.10045e-05 2.52302e-05 2.05995e-05 1.54336e-05 1.45817e-05 2.80953e-05 4.2422e-05 1.38825e-05 2.71623e-05 1.27414e-05 2.90495e-05 2.12379e-05 1.82158e-05 1.25841e-05 1.08753e-05 8.9408e-06 7.67017e-06 2.3634e-05 1.18376e-05 8.91594e-06 2.60139e-05 1.51257e-05 1.07971e-05 8.01472e-06 1.02655e-05 8.65297e-06
threshold=0.083875000000000019 0.087110000000000007 0.090480000000000019 0.081125000000000017 -0.04831499999999999 0.061215000000000012 -0.54917999999999989 -0.090764999999999985 -0.31455999999999995 -0.088429999999999995 -0.089549999999999991 0.086330000000000004 -0.088244999999999976 -0.06482499999999998 -0.074224999999999985 -0.081364999999999979 -0.084374999999999992 0.089300000000000004 0.092115000000000016 0.093520000000000006 -0.10069499999999999 0.094580000000000011 -0.035729999999999991 0.098740000000000008 -0.023194999999999997 0.092010000000000022 -0.032929999999999994 0.086445000000000008 -0.050459999999999998 0.08592000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 4 5 8 -1 -3 -2 10 -10 17 -13 14 15 16 -14 18 -11 20 -8 22 -22 25 -25 27 -26 29 -29 -24
right_child=3 2 -4 -5 -6 -7 19 -9 9 11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=-0.00010113160424225499 6.2112949836450897e-05 2.8516359816421757e-05 0.00021142350322826621 -0.00011654396241283394 9.4594749971292923e-05 -0.00010550923739524128 4.7743442009959836e-05 -9.5715563584235501e-05 1.468421924073482e-05 -0.00010672056729303082 -0.00018169678633884442 0.00011834667951310015 -1.9829534264519882e-05 -6.3176437045816183e-05 0.00012630003351659982 -7.7442116212453067e-05 9.0016031250482996e-05 2.1196722809690985e-05 -9.9656264951807407e-06 -6.5872280356416016e-05 6.287758510405829e-05 -0.00010767119187221398 1.1453478854810053e-06 -0.00013086682149150876 -4.0582072522903968e-05 7.3600157890629417e-05 4.0940499013686354e-05 6.9094112979272679e-05 -1.1550065565407514e-05 -3.1914843462223744e-05
leaf_weight=20 31 20 26 20 20 26 35 20 22 26 22 24 36 24 20 29 26 28 21 20 31 20 2293 20 33 29 32 38 27 82
leaf_count=20 31 20 26 20 20 26 35 20 22 26 22 24 36 24 20 29 26 28 21 20 31 20 2293 20 33 29 32 38 27 82
internal_value=0 1.48969e-06 6.29247e-05 -1.09085e-05 -4.9572e-06 -1.09006e-05 -2.32575e-08 -3.35996e-05 -2.94e-06 -1.01941e-05 -8.35063e-05 3.59109e-06 2.03196e-05 2.89258e-06 1.71778e-05 -6.80514e-06 2.62347e-05 -3.18734e-05 -6.34896e-05 7.36956e-07 1.24157e-06 6.16786e-07 1.4546e-06 7.09063e-07 -3.11347e-05 1.80534e-06 -4.47883e-07 9.52045e-07 3.55958e-05 3.90128e-09
internal_weight=0 2746 66 375 355 335 2680 40 309 278 44 234 159 135 111 91 62 75 47 2660 2640 2605 2585 2554 85 2469 65 2440 65 2375
internal_count=3121 2746 66 375 355 335 2680 40 309 278 44 234 159 135 111 91 62 75 47 2660 2640 2605 2585 2554 85 2469 65 2440 65 2375
is_linear=0
shrinkage=0.1


Tree=3652
num_leaves=31
num_cat=0
split_feature=1373 457 13 1348 447 3 1348 457 474 474 150 49 2 157 49 12 1429 160 13 4 474 2 157 482 482 160 120 4 2 49
split_gain=4.71264e-06 8.39027e-06 2.91263e-05 1.67036e-05 7.53099e-06 2.18821e-05 1.46385e-05 7.76727e-06 6.96452e-06 4.18847e-05 3.35475e-05 2.67007e-05 4.24017e-05 4.92726e-05 3.77029e-05 1.78875e-05 3.10283e-05 1.44141e-05 1.06727e-05 2.84239e-05 1.60231e-05 1.54986e-05 1.16437e-05 8.31925e-06 3.63066e-05 2.7908e-05 1.82177e-05 1.46899e-05 1.13671e-05 8.2639e-06
threshold=-1.0000000180025095e-35 0.11612500000000002 -0.083619999999999986 -0.047944999999999995 0.089595000000000022 0.10893000000000001 0.085630000000000012 0.09228500000000002 0.083855000000000013 0.079590000000000008 0.10874500000000002 0.08610000000000001 0.10402500000000002 -0.084764999999999993 0.0034800000000000005 0.09857500000000001 -0.026244999999999997 -0.087874999999999995 -0.082574999999999982 -0.012509999999999999 0.088585000000000011 0.098260000000000014 -0.075754999999999989 0.090355000000000005 0.098465000000000011 -0.061284999999999992 1.0000000180025095e-35 0.63113500000000011 0.089525000000000007 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 7 8 9 23 11 14 13 -13 15 16 -10 -18 19 20 -19 22 -20 26 -25 28 27 29 -26 -5
right_child=1 2 -4 4 5 -7 -8 -9 10 -11 -12 12 -14 -15 -16 -17 17 18 21 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-4.2396418687600932e-05 -9.1371384623926136e-05 -4.7981166599129213e-05 0.00011253534539719113 -1.5470595647159786e-05 -9.5770292175170911e-06 0.00011761773812828498 -7.1084693602109652e-05 4.9311006273455865e-05 -0.00013586997360107489 0.00014222394139713808 -0.00011647638612289328 0.00021402518603367968 -7.0916840592293414e-05 2.0270148939484248e-05 -0.00015207783632831707 8.1491611109640874e-05 5.3023396280228301e-05 6.3797954244364528e-05 9.0745951872252463e-06 -0.00014115968277275733 -6.1268257143508117e-05 6.5688966424204415e-05 -8.6573662943010274e-05 0.0001224602768945323 -7.1571315129403959e-06 8.0649949415514827e-05 -7.9477093722430422e-05 8.5603070456272693e-05 -0.00011249697197941022 1.8372950683528306e-06
leaf_weight=26 20 20 26 318 38 21 29 32 20 21 29 21 22 35 20 20 35 20 35 22 21 28 20 29 20 21 29 20 21 2082
leaf_count=26 20 20 26 318 38 21 29 32 20 21 29 21 22 35 20 20 35 20 35 22 21 28 20 29 20 21 29 20 21 2082
internal_value=0 3.56152e-07 4.27456e-05 -2.83374e-07 3.18066e-07 3.56957e-05 -3.84722e-07 3.12422e-07 -2.2658e-07 1.5771e-06 -1.35002e-05 -4.13872e-06 4.67156e-05 9.29283e-05 -2.05978e-05 -8.69913e-06 -1.76733e-05 -4.61293e-06 -1.84299e-05 -4.94633e-05 -2.60349e-07 5.12565e-06 -2.57066e-05 4.14269e-07 3.01035e-05 -1.30956e-05 -6.88924e-07 2.55232e-07 -6.11117e-05 -4.56e-07
internal_weight=0 3095 46 3049 3029 59 2970 2941 2909 2561 348 319 78 56 241 221 201 181 146 63 41 83 55 2540 91 62 2449 2420 41 2400
internal_count=3121 3095 46 3049 3029 59 2970 2941 2909 2561 348 319 78 56 241 221 201 181 146 63 41 83 55 2540 91 62 2449 2420 41 2400
is_linear=0
shrinkage=0.1


Tree=3653
num_leaves=31
num_cat=0
split_feature=1429 471 475 1425 1426 16 16 12 159 42 156 1456 133 133 448 130 121 52 3 12 42 2 1429 1454 16 16 4 2 131 2
split_gain=4.82353e-06 8.75644e-06 8.59123e-06 5.71998e-06 1.50948e-05 5.35669e-06 1.71815e-05 4.8717e-05 2.25463e-05 1.52633e-05 1.44546e-05 2.09853e-05 1.30295e-05 1.4575e-05 1.16823e-05 1.07387e-05 1.3432e-05 1.03412e-05 1.09263e-05 2.26083e-05 3.66674e-05 2.7378e-05 2.0268e-05 2.13265e-05 1.59214e-05 3.76349e-05 2.03984e-05 2.03586e-05 2.50315e-05 2.03521e-05
threshold=0.12521000000000002 -0.085064999999999988 -0.50059999999999982 0.10034500000000002 1.0000000180025095e-35 0.0039400000000000008 -0.0019699999999999995 0.08486500000000001 0.086495000000000016 0.15021500000000002 0.09747500000000002 0.11772000000000001 -0.37971999999999995 -0.14292499999999997 0.030280000000000001 -0.22562499999999999 -0.072334999999999983 0.5140450000000002 -0.094874999999999987 0.089410000000000003 -0.098769999999999983 0.10467500000000002 0.091465000000000005 0.085700000000000012 0.22339500000000004 0.15891500000000003 -0.070499999999999993 0.086330000000000004 0.087870000000000018 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 10 -8 -9 12 11 14 -7 -14 15 -4 -17 18 19 21 -21 -15 23 24 25 26 -20 28 -28 -29
right_child=-2 2 3 -5 -6 9 7 8 -10 -11 -12 -13 13 17 -16 16 -18 -19 22 20 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-5.8105213303441323e-05 4.8952097813526052e-05 6.5500355885887986e-05 -6.5497015869671801e-05 -5.3558289437205531e-05 8.6685543283238087e-05 -8.110195709741675e-05 0.00013072635081602801 -7.4477413139296305e-05 6.0621550004552347e-05 7.8391786682914248e-05 7.430245385386605e-05 -0.00010018460809425009 7.4418852870751701e-05 5.9900243334260799e-06 -7.3944116731928223e-05 7.7775340643078706e-05 9.3002189021594024e-07 4.5345803917484774e-05 2.3963668513715675e-05 0.00015843530304014816 8.2576204729573667e-06 -0.00012534042934103954 6.0427590079629666e-05 -0.00011962381717951401 -1.9183556000166493e-06 -0.00017093731919885614 -0.00016867491501761835 3.9882102141240868e-05 -3.2131320140565392e-05 -6.1502448335721231e-05
leaf_weight=26 20 20 24 20 20 25 38 30 21 20 26 21 21 57 21 23 2060 32 56 21 72 22 29 23 219 20 25 36 29 44
leaf_count=26 20 20 24 20 20 25 38 30 21 20 26 21 21 57 21 23 2060 32 56 21 72 22 29 23 219 20 25 36 29 44
internal_value=0 -3.15718e-07 1.72908e-07 -2.54767e-07 9.64913e-08 -4.77897e-07 1.94975e-06 4.5015e-05 -1.88484e-05 -7.79641e-06 1.87545e-07 -7.09145e-07 -1.01545e-05 -7.64219e-06 2.7252e-07 1.01222e-06 1.77853e-06 -1.01579e-05 -1.28779e-05 8.75367e-06 4.21687e-05 -3.0583e-05 -2.06131e-05 -2.58126e-05 -2.07831e-05 -4.04563e-05 -2.67214e-05 -4.79032e-05 -9.53459e-05 -1.58794e-05
internal_weight=0 3101 3075 3055 3035 3015 2264 89 51 751 2175 2149 731 706 2128 2107 2083 685 653 172 93 79 481 452 429 210 190 134 54 80
internal_count=3121 3101 3075 3055 3035 3015 2264 89 51 751 2175 2149 731 706 2128 2107 2083 685 653 172 93 79 481 452 429 210 190 134 54 80
is_linear=0
shrinkage=0.1


Tree=3654
num_leaves=31
num_cat=0
split_feature=132 1185 1203 48 131 400 16 2 399 403 156 1426 1428 1429 475 157 157 157 1374 1375 1374 150 13 1 1375 42 1373 1375 150 149
split_gain=4.56432e-06 3.38653e-05 2.07145e-05 4.72881e-06 7.06299e-06 7.39467e-06 6.40179e-06 6.43564e-06 5.46436e-06 1.00529e-05 4.51526e-06 5.66263e-06 8.983e-06 2.14819e-05 2.95027e-05 6.48894e-06 4.54944e-05 3.13925e-05 1.87089e-05 6.59877e-05 2.29242e-05 1.74245e-05 1.30189e-05 9.4809e-06 7.1524e-06 1.6403e-05 1.142e-05 1.99901e-05 1.38835e-05 1.42286e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.086125000000000021 -0.076979999999999979 0.10782000000000001 -0.090764999999999985 0.083995000000000014 0.087170000000000011 -0.085604999999999987 0.32523500000000005 -0.08286499999999998 -0.071779999999999997 -0.054654999999999988 -0.011519999999999997 -0.087424999999999989 -0.090569999999999998 -0.086394999999999986 0.087855000000000016 -0.081379999999999994 0.078255000000000005 0.090480000000000019 -0.078279999999999975 0.10022000000000002 0.08517000000000001 0.085345000000000018 1.0000000180025095e-35 -0.42089999999999994 0.12706500000000001 0.080895000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 -8 -9 -10 11 -3 -13 14 -14 16 22 -17 20 -20 24 -21 -15 -24 26 -26 27 -19 29 -29
right_child=1 10 -4 -5 5 -7 7 8 9 -11 -12 12 13 15 -16 17 -18 18 19 21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=5.3904372195271813e-05 0.00012758696767767625 -4.5783619269194015e-05 -9.5910585339340659e-05 -4.2155188034834846e-05 4.7318853830802254e-05 -4.9827319576409012e-05 3.7131900747529774e-05 1.7929201246824093e-05 -9.5857502383296382e-05 2.1013606866207822e-06 4.6334958807121786e-05 -5.8278317395049208e-05 -1.4604460989960051e-05 5.2114786376478152e-05 0.00012364732626310521 0.00011209133459487929 -0.00014372734481003137 -8.8891868042992425e-05 -0.00020487529451202136 -4.4100310962956151e-05 9.8157678585171956e-05 7.6821092030017601e-05 -5.3099249982598194e-05 1.9146844062882287e-05 -0.00010802500777572278 4.3795052349466731e-06 6.6694697195019282e-05 1.1450943742234674e-06 6.8595327126483131e-05 -5.9764137310990824e-05
leaf_weight=24 21 27 27 26 29 29 24 21 20 22 21 26 29 39 33 25 25 25 20 26 24 22 39 34 20 37 26 2311 30 39
leaf_count=24 21 27 27 26 29 29 24 21 20 22 21 26 29 39 33 25 25 25 20 26 24 22 39 34 20 37 26 2311 30 39
internal_value=0 1.05826e-06 -1.38194e-05 -2.45291e-06 3.65514e-06 -4.66198e-06 6.62936e-06 -6.93381e-06 -2.37207e-05 -4.45457e-05 1.35019e-07 -2.04568e-07 2.30285e-07 7.72804e-07 5.89812e-05 -5.43358e-07 -2.17561e-05 5.72244e-07 -5.08367e-07 -5.22654e-05 8.927e-07 1.1322e-05 5.46963e-06 -1.94504e-05 -4.55472e-08 -3.50607e-05 7.75457e-07 6.2817e-08 9.97215e-07 1.3426e-07
internal_weight=0 2899 222 195 169 145 116 87 63 42 2878 2857 2830 2804 62 2742 137 2605 2580 68 2512 48 112 73 2488 57 2431 2405 2380 2350
internal_count=3121 2899 222 195 169 145 116 87 63 42 2878 2857 2830 2804 62 2742 137 2605 2580 68 2512 48 112 73 2488 57 2431 2405 2380 2350
is_linear=0
shrinkage=0.1


Tree=3655
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 4 12 1429 1429 16 156 3 157 2 1429 3 1429 42 154 1428 156 471 471 12 121 11 12 1426 1 1429 12
split_gain=4.69555e-06 0.000140153 7.03552e-05 2.95396e-05 4.92548e-06 5.33347e-06 4.46027e-06 3.29547e-05 1.30499e-05 9.16643e-05 8.11454e-05 3.60245e-05 8.88315e-06 2.87988e-05 2.71666e-05 2.49179e-05 9.53555e-06 7.71932e-06 8.0645e-06 6.15252e-05 1.38014e-05 7.91034e-06 7.56577e-06 1.24846e-05 8.60909e-06 5.17987e-05 1.9979e-05 1.83017e-05 7.122e-06 6.51835e-06
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.11275500000000001 0.10911500000000002 0.032755000000000006 0.08357500000000001 -0.0087049999999999992 0.087515000000000009 -0.086224999999999982 -0.086079999999999976 0.090545000000000014 0.09011000000000001 -0.084074999999999997 0.085090000000000013 0.088670000000000013 0.085530000000000009 -0.020064999999999996 0.09747500000000002 0.09203500000000002 -0.083284999999999984 0.23631000000000002 -0.080284999999999981 0.090070000000000025 0.10149500000000002 -0.068029999999999993 0.11690500000000002 -0.066319999999999976 0.12757000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 17 -8 9 10 -9 -10 14 -14 15 -13 -15 18 19 -4 21 -20 23 -23 26 -26 -25 -27 -28 -30
right_child=2 -3 6 -5 -6 -7 7 8 11 -11 -12 12 13 16 -16 -17 -18 -19 20 -21 -22 22 -24 24 25 27 28 -29 29 -31
leaf_value=-1.5709620373211406e-06 -0.00017921492041998797 0.00026646223886928055 -0.0001427297042167853 -0.0001265036735276226 -4.1564224537167339e-05 4.3703972844675516e-05 -0.00012910418982673119 0.00018148205530120652 0.0001359246154260334 -0.00020955312747487784 -6.2289701792097836e-05 -8.5531456979565684e-05 -0.00012133139908141659 3.8772739007981729e-05 9.6501316756985038e-05 4.9287714164865277e-05 -4.319206738976143e-05 6.3505271536996592e-05 6.3846405828371652e-05 8.7403332041243896e-05 8.0761183364136911e-05 6.8838514885606462e-05 -5.906505476949471e-05 -9.1268574396963242e-05 0.00016473436315295875 -9.6855283818513281e-05 4.968561870868896e-05 3.8428548978117758e-05 4.7683239781475329e-07 -4.3008350091570594e-05
leaf_weight=123 22 20 26 20 23 33 22 22 21 22 36 29 23 40 30 26 22 20 20 21 22 27 21 24 21 20 29 20 2281 35
leaf_count=123 22 20 26 20 23 33 22 22 21 22 36 29 23 40 30 26 22 20 20 21 22 27 21 24 21 20 29 20 2281 35
internal_value=0 1.41196e-05 -1.06554e-06 -1.12414e-05 1.63701e-06 8.00643e-06 2.95326e-07 -1.13983e-05 -1.84283e-06 -3.57499e-05 3.01754e-05 1.23591e-05 -2.90488e-06 -2.5764e-05 1.99542e-05 -2.17988e-05 9.68845e-06 1.61973e-06 1.13757e-06 -3.99043e-05 1.90303e-06 1.20852e-06 7.0297e-07 1.21381e-06 4.62422e-07 3.75555e-05 -4.92698e-07 -2.92134e-05 4.36352e-07 -1.80327e-07
internal_weight=0 219 2902 199 179 156 2880 293 271 80 58 191 170 85 85 55 62 2587 2567 47 2520 2498 2478 2457 2430 61 2369 40 2345 2316
internal_count=3121 219 2902 199 179 156 2880 293 271 80 58 191 170 85 85 55 62 2587 2567 47 2520 2498 2478 2457 2430 61 2369 40 2345 2316
is_linear=0
shrinkage=0.1


Tree=3656
num_leaves=31
num_cat=0
split_feature=132 1185 1203 48 133 12 16 3 12 130 40 120 10 4 0 51 33 45 142 2 159 42 401 402 402 1 1 475 16 1
split_gain=4.51862e-06 3.66883e-05 1.27823e-05 4.44636e-06 5.27361e-06 1.04523e-05 7.79188e-06 5.82757e-06 4.31547e-06 4.30311e-06 8.83879e-06 9.61344e-06 5.09444e-06 3.4727e-05 0.000106902 7.19119e-05 1.04027e-05 6.27931e-06 8.68268e-06 5.29432e-06 1.10842e-05 1.52115e-05 5.43225e-06 6.99184e-06 1.10768e-05 6.08033e-06 4.18031e-05 3.71477e-05 6.41728e-05 1.98356e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.086125000000000021 -0.44023999999999991 0.11418000000000002 -0.072359999999999994 -0.084964999999999985 0.087145000000000014 -0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.011559999999999999 0.053180000000000012 -0.10096999999999999 0.080335000000000018 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 0.14285500000000004 0.10779000000000001 0.10306000000000001 0.13699500000000003 0.23460000000000003 0.13597000000000001 0.10337500000000001 0.10672000000000002 -1.0000000180025095e-35 -0.046599999999999996 0.096255000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 -6 -3 -11 12 13 15 -15 -12 -14 18 -18 22 21 -21 23 24 25 29 27 -27 -29 -20
right_child=1 9 -4 -5 5 -7 -8 -9 -10 10 11 -13 16 14 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=3.5665971164624873e-05 0.0001327497628933218 4.3172911492824238e-05 -7.8235638513298779e-05 -4.331955074471458e-05 -1.3053800739726286e-05 -6.7718577527860676e-05 5.8348893021916002e-05 -4.0619291356800691e-05 4.3837337155612965e-05 -6.6500322182037048e-05 -0.00021729892045682805 6.6059345044777729e-05 6.2296430405694999e-05 0.00020363723594982731 -8.4593007998210541e-05 2.0730254691443408e-05 6.4507134638482801e-05 -4.278840896645039e-05 -7.2953437445984067e-07 9.7062268869194676e-05 -3.948590880099801e-05 -2.8249707200654572e-06 -5.2762726081709846e-05 -5.2029760522250752e-05 7.2417580789381955e-05 3.750843949092087e-05 2.09275460151578e-06 5.7713738857748238e-06 -0.0002132154219907534 3.9524059616442943e-05
leaf_weight=35 21 23 27 26 30 24 22 34 24 20 22 22 27 22 31 30 21 34 1868 30 20 31 20 26 21 20 404 23 32 131
leaf_count=35 21 23 27 26 30 24 22 34 24 20 22 22 27 22 31 30 21 34 1868 30 20 31 20 26 21 20 404 23 32 131
internal_value=0 1.05296e-06 -1.375e-05 -4.82125e-06 1.10157e-06 -7.92645e-06 5.11911e-06 -8.18834e-06 1.22311e-05 9.20011e-08 -2.55061e-07 2.12278e-07 -3.02701e-07 -2.19146e-05 3.50497e-05 -7.99744e-05 5.35279e-07 -8.67095e-08 4.61782e-07 -5.03854e-08 2.51182e-05 4.62999e-05 -8.51429e-07 -4.40251e-07 9.64948e-08 -5.16396e-07 -1.06357e-05 -7.91998e-05 -0.000121639 1.90839e-06
internal_weight=0 2899 222 195 169 134 110 88 54 2878 2855 2835 2813 105 53 52 2708 2681 2647 2626 81 61 2545 2525 2499 2478 479 75 55 1999
internal_count=3121 2899 222 195 169 134 110 88 54 2878 2855 2835 2813 105 53 52 2708 2681 2647 2626 81 61 2545 2525 2499 2478 479 75 55 1999
is_linear=0
shrinkage=0.1


Tree=3657
num_leaves=31
num_cat=0
split_feature=123 123 120 40 1 9 1 33 16 13 15 9 45 52 52 3 42 0 4 52 403 13 133 15 133 131 2 1447 13 42
split_gain=4.67051e-06 9.31667e-06 6.03713e-06 1.66567e-05 6.10755e-06 1.99964e-05 1.85727e-05 1.62051e-05 1.34023e-05 1.66174e-05 1.61761e-05 1.23452e-05 6.05164e-06 5.8908e-06 1.60932e-05 4.84573e-05 2.80994e-05 2.4146e-05 1.76507e-05 1.73597e-05 2.56454e-05 1.69786e-05 1.49742e-05 1.64829e-05 2.98578e-05 2.12696e-05 4.96635e-05 1.76482e-05 2.22302e-05 2.90372e-05
threshold=0.13162000000000004 0.11410500000000003 1.0000000180025095e-35 -0.24134999999999998 0.13686500000000004 0.092890000000000014 0.13842500000000005 -0.009184999999999997 -0.11118499999999999 -0.13710499999999998 -0.079929999999999987 0.085555000000000006 0.094030000000000016 0.091275000000000009 0.10160000000000001 -0.070649999999999977 1.0000000180025095e-35 -0.079459999999999989 -0.080364999999999978 0.10611000000000001 -0.44023999999999991 -0.15078499999999997 0.31868000000000002 0.11295500000000001 0.092845000000000011 0.08956500000000002 0.094215000000000007 -0.085684999999999997 -0.033284999999999988 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -6 -5 9 -8 -10 12 13 -9 15 16 17 -15 -18 -16 -21 -22 23 24 27 26 -25 -23 29 -29
right_child=-2 -3 -4 4 6 -7 8 11 10 -11 -12 -13 -14 14 19 -17 18 -19 -20 20 21 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=8.9017207764776512e-05 -4.8169389383474485e-05 6.5155136425429109e-05 -4.7230957466968842e-05 -7.8799093199240116e-05 -0.00011013012779585551 8.4709216162082163e-05 -1.7693565762653765e-05 2.8914275688381129e-06 -0.00010532151101632854 8.9052700408501556e-05 6.1465083854272974e-06 7.512801080751656e-05 -4.71890447106152e-05 -1.7511205893946856e-05 6.3469530719792086e-05 -0.00018353877323534109 -0.00014066664065467196 0.00012342155372607524 -9.4017198578166292e-06 -0.00010893839789787308 8.7094971240730964e-05 -8.1577883997852046e-05 5.7896819219292544e-05 0.00017828460483790631 -0.00011570316387699296 -4.1457685339893844e-05 2.2395305477094569e-06 7.9052626460907049e-05 -3.8554596217089023e-05 -1.5329153915771687e-05
leaf_weight=21 20 22 27 26 20 28 35 2152 23 25 30 22 27 31 39 20 20 20 21 23 21 32 35 22 31 37 59 56 98 78
leaf_count=21 20 22 27 26 20 28 35 2152 23 25 30 22 27 31 39 20 20 20 21 23 21 32 35 22 31 37 59 56 98 78
internal_value=0 3.10663e-07 -1.52662e-07 2.63824e-07 -3.51096e-07 6.10555e-07 -2.1305e-05 -2.0992e-07 -5.58369e-06 2.6784e-05 -4.22264e-05 5.08547e-07 -7.31785e-08 3.81966e-07 -8.01673e-06 -4.24639e-05 -1.17955e-05 3.77565e-05 -7.34334e-05 -7.5103e-07 -5.84168e-06 -7.85768e-07 -4.90518e-06 -1.02274e-05 -2.28623e-05 2.13598e-05 5.00542e-05 -1.19605e-05 -2.35809e-06 2.4114e-05
internal_weight=0 3101 3079 3052 3031 2898 133 2870 113 60 53 2844 2822 2795 643 112 92 51 41 531 492 469 448 413 295 118 81 264 232 134
internal_count=3121 3101 3079 3052 3031 2898 133 2870 113 60 53 2844 2822 2795 643 112 92 51 41 531 492 469 448 413 295 118 81 264 232 134
is_linear=0
shrinkage=0.1


Tree=3658
num_leaves=31
num_cat=0
split_feature=1447 2 403 2 483 160 475 157 1375 3 1375 42 1 475 13 475 133 475 472 1429 1429 157 52 13 13 51 51 13 4 16
split_gain=5.05847e-06 3.68795e-05 2.63243e-05 2.34138e-05 1.74332e-05 7.27921e-06 6.51508e-06 4.36354e-05 2.75342e-05 8.25152e-05 3.73283e-05 1.1368e-05 2.07884e-05 2.15575e-05 1.77553e-05 7.33318e-06 8.67443e-06 6.49905e-06 1.23586e-05 1.06259e-05 3.3301e-05 1.41853e-05 2.48879e-05 7.44006e-06 3.01929e-05 1.70549e-05 9.55973e-05 1.26785e-05 1.46954e-05 1.30137e-05
threshold=-0.086359999999999978 0.083935000000000023 -0.57146499999999989 0.08734500000000002 0.087440000000000004 -0.57146499999999989 -0.085774999999999976 -0.086244999999999988 -0.15308499999999997 0.092670000000000016 -0.090674999999999992 0.083935000000000023 0.10234000000000001 -0.10664 -0.076599999999999988 -0.084144999999999984 0.085815000000000016 -0.082824999999999982 -0.081684999999999994 0.057970000000000008 0.091465000000000005 -0.06482499999999998 -0.066844999999999988 -0.13710499999999998 -0.11122999999999998 0.095375000000000015 0.081440000000000026 -0.15714499999999998 -0.059649999999999988 -0.50690499999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 -4 7 -7 9 -8 -10 12 13 -9 -13 16 -12 -17 -19 23 -21 22 -22 25 -25 26 27 28 -20 -30
right_child=2 3 5 4 -6 6 8 11 10 -11 15 14 -14 -15 -16 17 -18 18 19 20 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00012737261888196372 -0.00011508203846460675 -0.00010551995865171193 5.7336343847551189e-05 -2.1059770218319804e-05 9.5384121959796178e-05 -0.0001582060247164918 0.0001723834393942525 -0.00011849854693407128 -0.0001303916727692922 -8.6544384248554717e-05 -6.0080515180269016e-06 8.6563500663032765e-05 5.2633744696952198e-05 1.6506195052556905e-06 -3.507552326482255e-05 -4.3752629169509471e-05 7.8299795971431132e-05 6.6332199016220077e-05 8.5872549000972267e-05 -0.00014450649998166011 -4.2067084855478332e-05 -6.2787023995517061e-05 0.0001118898726244446 0.00012473140936208437 1.3319733858020746e-06 4.3541176077829179e-05 -0.00023576436931648458 -6.1007480741182012e-05 4.3581158024608158e-05 -2.8580618708941066e-05
leaf_weight=25 20 20 22 36 20 20 32 28 22 20 23 30 26 32 20 34 26 28 21 21 21 23 21 20 2305 39 20 32 37 77
leaf_count=25 20 20 22 36 20 20 32 28 22 20 23 30 26 32 20 34 26 28 21 21 21 23 21 20 2305 39 20 32 37 77
internal_value=0 2.20143e-05 -7.36251e-07 -1.2643e-05 2.05273e-05 2.60546e-08 -3.97326e-07 -2.02909e-05 7.02393e-07 7.27958e-05 -6.50986e-07 -9.32039e-09 -2.20542e-05 -5.4419e-05 3.79079e-05 3.87695e-07 3.87267e-05 -3.08345e-07 2.45916e-07 -4.55796e-07 -3.50286e-05 3.41184e-07 3.49114e-05 7.09731e-07 2.39347e-06 -1.6612e-05 -2.91573e-05 -4.4139e-06 9.00088e-06 -5.15969e-06
internal_weight=0 101 3020 76 56 3000 2978 156 2822 52 2770 136 86 60 50 2748 49 2699 2665 2637 86 65 42 2551 2325 226 187 167 135 114
internal_count=3121 101 3020 76 56 3000 2978 156 2822 52 2770 136 86 60 50 2748 49 2699 2665 2637 86 65 42 2551 2325 226 187 167 135 114
is_linear=0
shrinkage=0.1


Tree=3659
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 402 1212 402 13 16 1210 1209 12 1209 401 401 401 402 133 42 42 403 483 158 13 51 3 42 43 4 43
split_gain=4.56086e-06 0.000132166 6.64159e-05 2.50639e-05 4.42538e-06 9.70675e-06 3.82241e-06 3.36552e-05 1.32149e-05 1.09405e-05 1.06487e-05 2.54996e-05 8.81128e-06 1.29101e-05 1.0614e-05 9.92294e-06 9.60397e-06 7.01978e-06 8.83113e-06 3.2959e-05 2.23346e-05 2.41726e-05 2.77819e-05 2.99312e-05 3.94586e-05 4.40569e-05 1.87615e-05 1.45102e-05 2.9733e-05 1.31788e-05
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.31278000000000006 0.15049500000000002 -0.44724499999999995 -0.069964999999999986 -0.070454999999999976 0.24726500000000004 -0.085894999999999985 0.087765000000000024 -0.069599999999999981 -0.099524999999999988 0.12463 0.11602000000000001 0.11462500000000002 0.41553500000000004 0.097640000000000018 0.096450000000000022 -1.0000000180025095e-35 0.098395000000000024 0.107145 -0.073839999999999975 0.10501000000000001 -0.073309999999999986 0.095885000000000012 0.26450500000000005 0.015030000000000002 0.0034250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 -4 -9 10 11 -8 -12 -14 15 16 17 18 19 26 -20 22 23 27 25 -25 29 28 -22 -15
right_child=2 -3 4 -5 -6 -7 9 8 -10 -11 12 -13 13 14 -16 -17 -18 -19 20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.4150855481867357e-07 -0.00017414028532750144 0.00024069438760583898 -0.00013345300576474983 -0.00011877707449457376 4.6009974487658061e-05 -6.7800939827325889e-05 3.0529566257345408e-05 -1.9372516142443364e-05 7.8015088167210882e-05 6.8285031587341413e-05 5.1873010199736146e-05 -0.00011851935745047133 -6.9479181253812459e-05 2.2218861147569261e-06 6.6181901696836577e-05 -6.775073935776683e-05 5.0516351061210472e-05 -4.8405264687030941e-05 9.0310129328556932e-05 -0.00010338289635734738 -0.00015015187884619949 8.7502592759847178e-05 -0.00011491832592149703 8.0436651370729564e-06 -5.9274838936703014e-05 0.00018707433641631206 8.8383039208868774e-05 4.4033449805944909e-05 -1.2477566328485527e-05 -2.2523509450035239e-05
leaf_weight=176 22 23 20 20 21 21 22 38 22 24 34 24 26 1945 25 21 39 29 37 31 21 32 21 27 22 28 24 22 62 242
leaf_count=176 22 23 20 20 21 21 22 38 22 24 34 24 26 1945 25 21 39 29 37 31 21 32 21 27 22 28 24 22 62 242
internal_value=0 1.39156e-05 -1.05015e-06 -1.26962e-05 2.72066e-07 -6.38894e-08 4.37336e-07 -2.1111e-05 1.63363e-05 1.06238e-06 4.72276e-07 -4.72351e-05 1.2887e-06 6.40669e-07 1.3344e-06 7.11581e-07 1.2684e-06 5.13124e-07 1.07742e-06 -9.86975e-07 1.80935e-05 6.72319e-06 -6.01051e-06 6.55578e-06 5.39119e-05 9.91866e-05 4.48698e-07 -2.8172e-05 -4.73108e-05 -5.16288e-07
internal_weight=0 219 2902 196 2880 2859 2838 80 60 2758 2734 46 2688 2654 2628 2603 2582 2543 2514 2242 272 235 203 182 77 55 2211 105 83 2187
internal_count=3121 219 2902 196 2880 2859 2838 80 60 2758 2734 46 2688 2654 2628 2603 2582 2543 2514 2242 272 235 203 182 77 55 2211 105 83 2187
is_linear=0
shrinkage=0.1


Tree=3660
num_leaves=31
num_cat=0
split_feature=123 123 120 40 1447 3 3 1447 159 403 43 403 1451 1452 1452 1452 1455 12 4 142 11 1 45 474 3 1456 1455 1456 4 43
split_gain=4.64311e-06 6.71099e-06 4.90355e-06 1.31524e-05 4.75179e-06 3.03777e-05 6.30597e-05 2.35615e-05 1.26599e-05 1.12245e-05 2.92513e-05 1.43311e-05 7.31897e-06 7.75697e-06 2.46039e-05 1.17925e-05 1.04813e-05 7.30157e-06 2.23178e-05 1.74005e-05 1.43531e-05 1.23248e-05 1.03004e-05 1.34079e-05 2.17163e-05 1.47043e-05 2.02469e-05 1.80869e-05 2.82909e-05 2.23648e-05
threshold=0.13162000000000004 0.11410500000000003 1.0000000180025095e-35 -0.24134999999999998 -0.086359999999999978 -0.086274999999999977 -0.082404999999999992 -0.085804999999999979 -0.092414999999999983 -0.5492149999999999 -0.041049999999999996 -0.53762499999999991 0.087145000000000014 0.082765000000000019 0.088360000000000008 0.093985000000000013 0.11817000000000001 0.12757000000000002 0.015030000000000002 -0.057499999999999989 -0.014494999999999999 0.15618500000000002 0.084355000000000013 0.10401500000000001 -0.082794999999999994 -0.075669999999999987 -0.065979999999999983 -0.15824499999999997 -0.065794999999999979 -0.078654999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -6 -8 10 -9 -11 13 17 -15 -16 -17 19 -19 -13 -21 22 23 25 -25 27 -27 28 -22 -29
right_child=-2 -3 -4 4 7 6 8 9 -10 11 -12 12 -14 14 15 16 -18 18 -20 20 21 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=7.915857798555711e-05 -4.8027869052020837e-05 5.5344388467078306e-05 -4.2512299626617248e-05 -8.9050462265731779e-05 -9.9661666968131623e-05 0.00020251656293112318 3.3696581020784515e-05 -2.2598969203849826e-05 -6.0780445595731216e-05 -7.0908126006794076e-05 0.00013608224156390255 9.1506810124320479e-05 4.3932880476564317e-05 -0.00010964968718730637 5.7797612214926631e-05 -8.1151070189662279e-05 2.0001157082290213e-05 2.1623031676022543e-05 -0.00011583010179622631 -8.427482101978967e-05 -9.3519518296012578e-05 -7.7436348392438971e-05 6.1690821868458964e-05 2.8721490357733834e-05 -8.756671789645529e-05 -8.0012983591821535e-05 1.3327839740786452e-06 2.1339277360918158e-05 5.585506449961031e-05 0.00015085209518777751
leaf_weight=21 20 22 27 20 24 20 37 26 23 29 21 21 37 27 25 20 21 27 21 20 21 20 28 26 42 31 2358 30 32 24
leaf_count=21 20 22 27 20 24 20 37 26 23 29 21 21 37 27 25 20 21 27 21 20 21 20 28 26 42 31 2358 30 32 24
internal_value=0 3.09761e-07 -8.34714e-08 2.91882e-07 -2.54539e-07 2.11815e-05 4.87394e-05 -9.85893e-07 -2.51961e-06 -1.71232e-07 4.83011e-05 -9.67806e-07 -2.51356e-07 -8.36473e-07 -2.92322e-05 3.66581e-06 -2.93414e-05 1.41241e-07 -3.85127e-05 8.40596e-07 1.17196e-07 7.63383e-07 1.36678e-06 7.08011e-07 -4.31036e-05 1.9016e-06 2.7723e-07 3.8169e-05 -3.33109e-06 7.89005e-05
internal_weight=0 3101 3079 3052 3031 100 80 2931 60 2907 47 2860 2831 2794 93 66 41 2701 48 2653 2632 2612 2592 2564 68 2496 2389 107 53 54
internal_count=3121 3101 3079 3052 3031 100 80 2931 60 2907 47 2860 2831 2794 93 66 41 2701 48 2653 2632 2612 2592 2564 68 2496 2389 107 53 54
is_linear=0
shrinkage=0.1


Tree=3661
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1 120 52 2 10 4 34 33 45 3 3 47 1 47 51 51 4 52 97 49 2 157 48 15 0 157 2
split_gain=4.46969e-06 3.88459e-05 1.80141e-05 4.64099e-06 1.69633e-05 3.09767e-05 1.90692e-05 6.78957e-06 5.83504e-05 7.19717e-05 1.05449e-05 6.07327e-06 5.33864e-06 3.23878e-05 1.55043e-05 5.27845e-05 3.81335e-05 1.31622e-05 4.88723e-05 4.70568e-05 6.19466e-05 2.97004e-05 1.82451e-05 3.06042e-05 2.31857e-05 2.21232e-05 2.17256e-05 5.32447e-05 3.51081e-05 2.92364e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.16540500000000002 1.0000000180025095e-35 -0.057699999999999994 0.31358000000000003 -0.011559999999999999 0.053180000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.094030000000000016 -0.042499999999999989 -0.053259999999999995 0.092165000000000011 0.107145 0.079365000000000005 0.092545000000000016 0.088210000000000011 0.0049200000000000008 -0.061194999999999992 -0.079444999999999988 -0.043469999999999995 0.10803500000000001 -0.080799999999999983 0.086425000000000016 -0.093959999999999988 -0.14794999999999997 -0.00078499999999999989 0.10855000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 8 9 -3 -9 12 13 -12 16 -16 17 18 21 20 -19 -14 23 25 -24 -23 -26 -28 -29 -30
right_child=1 3 -4 -5 5 -7 -8 10 -10 -11 11 -13 14 -15 15 -17 -18 19 -20 -21 -22 22 24 -25 26 -27 27 28 29 -31
leaf_value=-3.075685672229156e-06 0.0001365613235131085 1.8729000309932692e-05 -9.0228831632649183e-05 4.2956804943969471e-05 2.489161812263774e-05 -0.00014900250742877171 9.3349714420169633e-05 6.2922461829320695e-05 6.4562827442018355e-05 -0.00023426595853379695 -4.5794152565334183e-07 -4.3189534045495749e-05 -0.00010288721290160775 -0.00011979667460368745 -0.00017264108841118288 1.9580571883125232e-05 0.00013529133540578187 -0.00021956273800848673 0.00015434327378898162 6.7310947258280771e-05 9.4385503568143278e-06 5.4369569282168112e-05 -6.2316360254044414e-05 -0.00010112180598574041 8.2760477304217658e-06 -6.3218596354393727e-05 0.00018818373577492563 0.00013545588682670011 -5.7468144140806373e-05 7.44508625367806e-05
leaf_weight=195 21 23 27 25 20 21 22 27 37 22 2023 32 23 23 20 50 25 21 24 31 27 48 26 33 129 24 28 24 42 28
leaf_count=195 21 23 27 25 20 21 22 27 37 22 2023 32 23 23 20 50 25 21 24 31 27 48 26 33 129 24 28 24 42 28
internal_value=0 1.04723e-06 -1.36754e-05 5.84184e-08 -3.17488e-07 -6.41761e-05 6.13595e-07 -1.17658e-07 -2.84666e-05 -0.000104957 7.40766e-07 1.14542e-07 6.37657e-07 -1.79948e-06 8.90695e-06 -3.53399e-05 1.4718e-05 8.78426e-06 1.56917e-05 -2.87258e-05 -9.07495e-05 7.47531e-06 1.41202e-05 -2.13764e-05 2.75756e-05 1.51735e-05 3.68871e-05 6.71397e-05 3.10841e-05 -4.70054e-06
internal_weight=0 2899 222 2878 2853 41 2812 2790 82 45 2708 2681 2649 2046 603 70 533 508 429 79 48 405 382 105 277 72 251 122 94 70
internal_count=3121 2899 222 2878 2853 41 2812 2790 82 45 2708 2681 2649 2046 603 70 533 508 429 79 48 405 382 105 277 72 251 122 94 70
is_linear=0
shrinkage=0.1


Tree=3662
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1373 150 1374 12 130 484 49 484 13 484 51 157 42 483 482 43 43 148 457 150 151 16 12 12 0 12
split_gain=4.6274e-06 0.000134793 6.26421e-05 2.74905e-05 4.41968e-06 7.46169e-06 1.09374e-05 4.7794e-06 9.96955e-06 4.37465e-06 8.28304e-05 3.55671e-05 0.000122873 2.33061e-05 1.90792e-05 1.02591e-05 9.70758e-06 2.11187e-05 2.14861e-05 1.18548e-05 1.59916e-05 7.99087e-06 1.42929e-05 1.12419e-05 1.21815e-05 1.38424e-05 9.26072e-06 3.75152e-05 2.8422e-05 2.05779e-05
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 -1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.23631000000000002 -0.22461999999999996 0.091180000000000011 0.11042000000000002 0.085790000000000019 -0.084869999999999987 0.085130000000000011 -0.076794999999999988 -0.080799999999999983 0.08623500000000002 0.095345000000000013 0.085075000000000026 -0.079584999999999975 -0.05647499999999999 -0.10069499999999999 0.098180000000000003 0.12068000000000002 0.092070000000000013 -0.083134999999999987 0.094580000000000011 0.095935000000000006 -0.075684999999999988 0.094070000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 -6 8 -8 11 14 13 -13 21 -11 -14 17 18 -16 -18 -21 -10 23 24 26 -26 29 28 -28 -23
right_child=2 -3 4 -5 5 -7 7 -9 9 10 -12 12 15 -15 16 -17 19 -19 -20 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=1.5691826259136082e-06 -0.00016915846651748077 0.00026148678200115682 -4.0816725007831484e-05 -0.00012204729791847058 -7.0095497374660974e-05 5.7328244909750429e-05 6.2680864917078553e-05 -4.6838350975858268e-05 5.2704837309710426e-05 -0.00010114353528479115 0.00018512638834363316 -0.00028092158082699826 -3.5105267355296142e-05 0.0001039092931684784 -1.0744926692834355e-05 4.8305084206292342e-05 7.7326569068342604e-05 6.1383361089215404e-05 -0.0001362032628094312 -6.7806172765336848e-05 5.0564745486553875e-05 3.0443141755044294e-06 -6.0149898224783387e-05 6.0708053804832635e-05 -0.00010137694583681878 2.8390432047532298e-06 -2.1246836746513511e-05 -3.4766419787501949e-08 -0.00014768792620998284 7.4732987523908027e-05
leaf_weight=179 22 20 26 20 22 23 26 21 29 20 25 20 30 22 43 29 30 23 20 21 25 1711 39 31 25 26 40 480 32 41
leaf_count=179 22 20 26 20 22 23 26 21 29 20 25 20 30 22 43 29 30 23 20 21 25 1711 39 31 25 26 40 480 32 41
internal_value=0 1.40168e-05 -1.05778e-06 -1.08546e-05 2.2632e-07 6.00223e-07 1.39346e-07 6.89423e-07 1.04742e-06 4.67231e-07 1.44493e-05 -6.65559e-07 -6.67183e-05 1.44194e-06 -8.99541e-06 5.89304e-06 2.3809e-06 -2.06312e-05 -5.0573e-05 2.84209e-05 -3.47415e-06 5.23323e-07 -1.00703e-07 8.80822e-07 9.32868e-08 -4.82472e-05 1.16332e-06 -1.01315e-05 -7.74429e-05 4.72196e-06
internal_weight=0 219 2902 199 2880 2854 2831 2809 2788 2762 207 2555 79 2476 182 59 162 86 63 76 46 2454 2425 2386 2355 51 2304 552 72 1752
internal_count=3121 219 2902 199 2880 2854 2831 2809 2788 2762 207 2555 79 2476 182 59 162 86 63 76 46 2454 2425 2386 2355 51 2304 552 72 1752
is_linear=0
shrinkage=0.1


Tree=3663
num_leaves=31
num_cat=0
split_feature=393 130 10 0 40 2 149 142 11 33 10 16 39 9 45 1456 1456 153 1 1 30 131 456 150 456 0 2 13 2 43
split_gain=4.96491e-06 4.86551e-06 1.45201e-05 1.45902e-05 1.05862e-05 1.14883e-05 9.69891e-06 7.10439e-06 8.53414e-06 1.51395e-05 1.42655e-05 0.000132745 4.33053e-05 6.09574e-06 5.61864e-06 6.047e-06 6.2029e-06 8.6489e-06 7.68776e-06 1.61018e-05 1.16278e-05 6.98887e-06 6.01068e-06 7.13406e-06 2.17243e-05 1.93846e-05 7.49457e-06 2.93167e-05 2.25851e-05 3.10031e-05
threshold=0.12679500000000002 -0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.17025000000000004 0.10364000000000001 -0.057499999999999989 -1.0000000180025095e-35 -0.012019999999999998 -0.0097449999999999985 -0.056919999999999991 0.082325000000000023 0.085355000000000014 0.084355000000000013 0.14523500000000003 0.11510000000000002 0.082840000000000011 0.14326500000000003 0.13820500000000002 0.088065000000000018 0.13857500000000003 0.10512000000000001 0.12640500000000002 -0.085409999999999986 -0.26343999999999995 0.091055000000000011 -0.15416999999999995 0.09167500000000002 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 -6 -9 -10 11 12 -11 14 15 16 17 18 19 20 21 22 23 25 -25 -12 27 -27 29 -28
right_child=-2 2 4 -5 5 -7 -8 8 9 10 13 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-4.9549467657925564e-05 4.1184081708016835e-05 8.2963757622998131e-07 -7.1619871267189627e-05 0.00012017272587399931 5.7546959561434401e-05 7.3333158711431608e-05 -6.8610600335107711e-05 -6.0211840961225485e-05 -8.2978915187678398e-05 -0.00016862726086401382 8.8469721566070806e-05 0.00023290657247798663 3.9471884587101162e-05 -4.1650095772638453e-05 3.847311878367642e-05 -5.421238919162923e-05 5.0269338741297059e-05 -6.6311195387243056e-05 4.5594688243808283e-05 -9.0317156282253573e-05 7.214563756861026e-05 -5.9747010191131266e-05 -4.1567422740627081e-05 3.7208208523225041e-05 -0.00010390859770268435 -0.00012480193468945798 0.00016073088151064111 -2.9067177258375431e-06 3.3880370992499027e-06 -5.3169794267412968e-06
leaf_weight=20 29 21 21 20 21 21 21 24 22 20 25 24 20 36 37 21 24 20 36 20 22 20 35 20 24 20 22 1465 967 23
leaf_count=20 29 21 21 20 21 21 21 24 22 20 25 24 20 36 37 21 24 20 36 20 22 20 35 20 24 20 22 1465 967 23
internal_value=0 -3.8627e-07 -6.61971e-08 5.90458e-05 -8.65798e-07 -3.72165e-07 -8.90001e-07 -4.10846e-07 -8.23847e-07 -3.36227e-07 2.90501e-07 4.69789e-05 -6.45777e-05 -7.62745e-07 -2.37238e-07 -7.5543e-07 -3.46172e-07 -7.92943e-07 -3.07443e-07 -9.27975e-07 -2.51553e-07 -8.59236e-07 -4.06428e-07 1.55004e-07 -3.97646e-05 8.51461e-07 -2.57747e-08 -4.5484e-06 6.61069e-06 7.5862e-05
internal_weight=0 3092 3072 41 3031 3010 2989 2968 2947 2923 2901 64 40 2837 2801 2764 2743 2719 2699 2663 2643 2621 2601 2566 44 2522 2497 1485 1012 45
internal_count=3121 3092 3072 41 3031 3010 2989 2968 2947 2923 2901 64 40 2837 2801 2764 2743 2719 2699 2663 2643 2621 2601 2566 44 2522 2497 1485 1012 45
is_linear=0
shrinkage=0.1


Tree=3664
num_leaves=31
num_cat=0
split_feature=448 0 15 16 1374 1371 402 151 16 482 482 120 151 0 3 160 43 2 52 13 484 13 15 2 49 484 158 475 1456 1455
split_gain=5.02358e-06 1.0451e-05 2.23738e-05 5.33365e-06 3.77826e-05 2.76902e-05 2.16552e-05 2.27186e-05 2.31796e-05 1.87092e-05 4.02552e-05 2.70303e-05 1.46358e-05 1.44574e-05 3.58242e-05 1.41981e-05 2.26813e-05 3.95884e-05 1.60724e-05 3.51239e-05 3.88254e-05 1.58661e-05 1.37127e-05 3.44734e-05 5.48059e-05 1.32327e-05 3.1309e-05 1.96934e-05 1.93093e-05 2.30272e-05
threshold=0.068920000000000023 -0.24955499999999997 -0.10324499999999999 -0.0094449999999999968 0.087855000000000016 0.083235000000000017 0.10874500000000002 -0.37203999999999993 -0.0083599999999999976 0.098465000000000011 0.090355000000000005 1.0000000180025095e-35 -0.29526499999999994 -0.14649999999999996 -0.011549999999999998 -0.090484999999999996 -0.081154999999999991 0.087415000000000007 0.093665000000000012 -0.077944999999999987 -1.0000000180025095e-35 -0.072819999999999982 -0.086849999999999997 0.087625000000000022 -0.0049799999999999992 0.079595000000000013 0.10490000000000001 -0.082239999999999994 -0.090954999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 9 7 -5 -9 10 11 12 -3 14 -10 16 17 -15 22 -20 -21 -18 23 24 -17 28 27 -27 -14 -30
right_child=-2 3 -4 4 -6 -7 -8 8 13 -11 -12 -13 25 15 -16 18 21 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-1.7795102363985884e-05 -4.9956890179601033e-05 -6.8521691731614835e-05 0.0001235434689165448 9.952531397630083e-05 -0.00013879416657714284 9.2211688195889383e-05 7.1818263387359444e-05 -8.5797753431629781e-05 4.6098699058347848e-05 -8.3081143713151012e-05 0.00013381800499701058 -0.00011492049583466725 -8.3034961089315071e-05 0.00019101780400887947 -0.00012668294205771721 1.5352775775075619e-05 -5.9700311424515754e-05 -5.5676976834157748e-06 4.0893109107855715e-05 -1.5326361405889409e-05 -0.00020542157718799511 3.9689554367012337e-05 3.9775975238205736e-06 5.3776890220517804e-06 -0.00019058239288694627 0.00010034259343228769 0.00014958658226532862 -1.1182832927141518e-05 9.7465450802701527e-05 7.6948742077174834e-07
leaf_weight=24 20 29 21 20 21 34 37 37 20 26 23 20 27 20 30 24 29 21 25 22 21 36 614 97 28 20 20 76 25 1654
leaf_count=24 20 29 21 20 21 34 37 37 20 26 23 20 27 20 30 24 29 21 25 22 21 36 614 97 28 20 20 76 25 1654
internal_value=0 3.22207e-07 4.81629e-05 -3.82254e-07 -5.94523e-06 2.75511e-06 -3.36444e-06 -6.02897e-06 -8.09057e-06 1.17098e-06 2.32755e-06 7.11156e-07 1.96055e-06 -5.17754e-06 -5.75703e-05 -2.38177e-06 3.20844e-05 9.03277e-05 -6.77818e-06 -5.33633e-05 -0.000108164 -4.65362e-06 -2.62642e-06 -2.98403e-05 -9.55354e-05 3.08239e-06 3.57646e-05 1.20516e-05 8.60155e-07 2.20927e-06
internal_weight=0 3101 45 3056 1102 1954 1081 1044 1024 1920 1894 1871 1851 987 50 937 106 41 831 68 43 65 763 149 52 1822 116 96 1706 1679
internal_count=3121 3101 45 3056 1102 1954 1081 1044 1024 1920 1894 1871 1851 987 50 937 106 41 831 68 43 65 763 149 52 1822 116 96 1706 1679
is_linear=0
shrinkage=0.1


Tree=3665
num_leaves=31
num_cat=0
split_feature=97 34 10 33 1 44 158 52 393 483 482 13 159 3 12 12 3 52 0 133 13 160 133 15 2 4 2 42 4 15
split_gain=5.10081e-06 1.05837e-05 4.2573e-05 1.68376e-05 1.28793e-05 4.71319e-06 1.78746e-05 4.95288e-06 1.66933e-05 1.50285e-05 3.2903e-05 2.79182e-05 2.81523e-05 1.79921e-05 4.36873e-05 5.0324e-05 4.1548e-05 3.15501e-05 4.32865e-05 0.000116642 4.03043e-05 3.56269e-05 2.62412e-05 2.24705e-05 3.39406e-05 3.48792e-05 1.80376e-05 4.14761e-05 3.15294e-05 2.41411e-05
threshold=-0.086464999999999986 -0.057544999999999992 0.0036750000000000007 -1.0000000180025095e-35 0.10871500000000002 0.099360000000000018 -0.47356499999999996 0.091275000000000009 0.12069000000000002 0.098395000000000024 0.098465000000000011 0.24813000000000004 0.10713500000000002 -0.07359499999999998 0.092255000000000018 0.091475000000000015 -0.076669999999999988 0.10160000000000001 -0.069954999999999976 0.091935000000000003 -0.063184999999999977 -0.41869999999999991 0.10722500000000001 0.095575000000000007 0.090425000000000019 -0.077519999999999992 0.087015000000000023 0.088575000000000015 -0.081609999999999988 0.085035000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 -5 8 -8 11 -11 12 13 14 15 22 23 -15 19 21 -20 -19 26 24 -16 -26 28 -28 -9 -30
right_child=1 3 -4 5 -6 -7 7 9 -10 10 -12 -13 -14 17 16 -17 -18 18 20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-4.592378660769707e-05 -6.5502452215090065e-05 -9.2063401825726043e-05 0.00015125836229858776 8.1395578524313391e-05 2.9070218614732668e-05 -3.8793021937430414e-05 1.0467953419696196e-06 -8.7178860716945075e-05 9.2809397610835734e-05 0.00012975428426216241 -2.7335652569793946e-05 -0.00012316210132584356 8.7633997401130267e-05 -0.00015026890432636721 -5.126509801941991e-05 -0.00016537173573654044 0.00018129100593796467 6.2773889985439583e-05 0.00013346237788027792 -0.00028123383319325509 -2.1739443218393718e-05 -6.6638988472679842e-05 9.1268353634918841e-05 -5.0705410279173018e-05 0.00019750621719313564 2.4231170825190093e-05 -9.1484386093971146e-06 -0.00014854087368992928 3.2491673898350982e-06 0.00013887080902869848
leaf_weight=24 24 20 23 27 36 31 2265 22 20 24 30 22 29 22 21 23 20 36 27 20 44 52 23 29 21 26 74 30 35 21
leaf_count=24 24 20 23 27 36 31 2265 22 20 24 30 22 29 22 21 23 20 36 27 20 44 52 23 29 21 26 74 30 35 21
internal_value=0 3.55887e-07 3.55833e-05 -6.1421e-07 -8.75885e-06 -3.32676e-09 4.02505e-07 -3.42322e-07 1.84997e-06 -8.03723e-06 4.24821e-05 -1.26068e-05 -8.37688e-06 -1.34764e-05 3.79483e-07 -2.51119e-05 5.0055e-05 -3.72588e-05 -2.33692e-05 -6.32411e-05 3.7281e-05 -1.36974e-05 -9.37544e-06 2.29961e-05 5.44276e-05 0.000101652 -2.20942e-05 -4.93578e-05 1.42573e-05 5.41073e-05
internal_weight=0 3097 83 3014 60 2994 2963 2936 2285 651 54 597 575 546 345 228 117 201 179 108 71 88 205 97 68 47 182 104 78 56
internal_count=3121 3097 83 3014 60 2994 2963 2936 2285 651 54 597 575 546 345 228 117 201 179 108 71 88 205 97 68 47 182 104 78 56
is_linear=0
shrinkage=0.1


Tree=3666
num_leaves=31
num_cat=0
split_feature=421 9 13 10 43 11 149 2 13 455 9 151 447 148 34 475 484 475 1372 151 1 15 1426 3 156 3 52 1 475 0
split_gain=4.65224e-06 1.26528e-05 2.14505e-05 1.79247e-05 4.64475e-05 1.77156e-05 1.0261e-05 7.94904e-06 6.26579e-06 4.99899e-06 7.80402e-06 7.30349e-06 5.82594e-06 1.62473e-05 6.69792e-06 6.21547e-06 3.9044e-05 3.50861e-05 2.16199e-05 1.77028e-05 1.19063e-05 1.765e-05 9.06836e-06 8.2802e-06 2.38446e-05 2.65325e-05 1.0477e-05 1.96423e-05 8.74924e-06 1.99873e-05
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.0075049999999999987 0.053330000000000009 -0.080419999999999978 -1.0000000180025095e-35 0.080895000000000009 0.088930000000000023 -0.088854999999999976 0.090605000000000019 0.086220000000000005 -0.080994999999999998 0.088380000000000014 -0.079549999999999996 -0.085114999999999982 -0.086279999999999982 0.085790000000000019 -0.085719999999999977 -0.065504999999999994 -0.081779999999999978 0.10234000000000001 -0.013104999999999999 -0.094284999999999994 -0.24210499999999999 0.116275 -0.07908999999999998 -0.54906499999999991 0.081670000000000006 0.051590000000000004 -0.080499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 9 -8 -9 10 12 -11 14 -14 -7 16 19 -17 -19 -16 21 -21 -20 -24 26 -26 27 -25 -28 -30
right_child=1 2 -4 4 -6 6 7 8 -10 11 -12 -13 13 -15 15 17 -18 18 22 20 -22 -23 23 24 25 -27 28 -29 29 -31
leaf_value=-4.8075114391394892e-05 8.601191389061569e-05 -8.8031977356877177e-06 0.00013014072322860669 4.4951299205422405e-05 -0.00016561036986372944 5.4914199197652205e-05 9.525959709814441e-06 -2.7980860895262423e-05 -0.00010618957821861841 7.6556489477211262e-05 -6.2143120139808154e-05 -6.8443868215018446e-06 -7.6069581177073297e-05 3.4874367115249203e-05 8.1027222443916133e-05 0.0001197617671568878 -0.00014552112004908156 -0.00010032743509890722 6.6994911702793273e-05 3.660612728202009e-06 3.903225672196453e-05 -9.3048237567927577e-05 4.7346845799199264e-05 0.00012019168241836486 -0.00014995871381622485 -7.2994727247532866e-06 -5.4094982988087924e-08 -1.2238472421207311e-05 -9.9402518985285013e-06 0.0001114965149020503
leaf_weight=20 24 25 20 20 22 23 21 21 20 21 20 21 33 22 23 25 21 21 21 46 29 32 38 21 22 32 2377 24 33 23
leaf_count=20 24 25 20 20 22 23 21 21 20 21 20 21 33 22 23 25 21 21 21 46 29 32 38 21 22 32 2377 24 33 23
internal_value=0 3.10052e-07 5.29497e-05 -4.65073e-07 -6.53429e-05 4.38998e-07 -2.47875e-07 -4.05056e-05 -6.61315e-05 6.04576e-07 1.06113e-07 3.48561e-05 5.40511e-07 -3.1692e-05 1.17117e-06 7.27812e-07 -1.90036e-05 1.85767e-06 7.29185e-07 1.43389e-06 -1.5675e-05 -3.60148e-05 1.54825e-06 1.01347e-06 3.18102e-07 -6.54199e-05 1.75065e-06 4.95623e-05 8.66341e-07 3.99356e-05
internal_weight=0 3101 45 3056 42 3014 2990 62 41 2928 2886 42 2866 55 2811 2788 151 2637 2612 130 107 78 2591 2570 2532 54 2478 45 2433 56
internal_count=3121 3101 45 3056 42 3014 2990 62 41 2928 2886 42 2866 55 2811 2788 151 2637 2612 130 107 78 2591 2570 2532 54 2478 45 2433 56
is_linear=0
shrinkage=0.1


Tree=3667
num_leaves=31
num_cat=0
split_feature=1429 156 1425 1426 147 2 151 147 32 33 447 0 1 1 13 1 1210 160 1 12 160 0 484 15 39 133 42 133 0 3
split_gain=4.53592e-06 2.05586e-05 7.07776e-06 6.55372e-06 5.52958e-06 4.53723e-05 3.41608e-05 8.5939e-06 5.43951e-06 1.07618e-05 7.55987e-06 8.61652e-06 6.92913e-06 0.000111818 0.000277673 0.000102591 2.4338e-05 2.25475e-05 4.39264e-05 2.86558e-05 2.23426e-05 1.77293e-05 2.08663e-05 3.86071e-05 2.87924e-05 1.55684e-05 2.68584e-05 1.76072e-05 1.51465e-05 2.10999e-05
threshold=-0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 0.093875000000000014 0.10672500000000001 -0.075199999999999989 0.090755000000000016 1.0000000180025095e-35 -0.009184999999999997 0.089395000000000016 -0.26343999999999995 0.09253500000000002 0.093700000000000019 -0.075129999999999988 0.091785000000000019 -0.42132499999999995 -0.52336499999999997 0.095950000000000021 0.095175000000000023 0.11205000000000002 -0.20211999999999997 0.10126500000000001 -0.56020999999999987 0.15009500000000003 -0.37971999999999995 0.11839500000000001 0.12599500000000005 -0.14794999999999997 -0.012304999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 -7 8 9 -2 11 -11 15 14 -14 16 -13 -15 19 -19 21 -20 23 -23 25 -25 27 28 29 -27
right_child=1 -3 -4 -5 5 6 -8 -9 -10 10 -12 12 13 17 -16 -17 -18 18 20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-4.5246547233546157e-05 -6.2147096105036323e-05 0.00010138033110706601 -5.4428484637962053e-05 5.714587518014014e-05 -0.00013709826964623063 0.00012503016990930994 -4.2441124518016553e-05 6.5722470790205992e-05 4.639549768762663e-05 6.6005031549138941e-05 -5.8247420913010677e-05 0.00010420389431105419 -6.5817215392598895e-05 9.8710497034269138e-05 0.00042743150302807669 -0.00019663720616975937 -1.5609533514635369e-06 -0.00016092756891989017 -7.8847881137075358e-05 -1.6541031194113508e-05 8.8698032250876771e-05 0.00012748821430432145 -9.5610807243030573e-05 -8.1963833351892391e-05 -0.00011731194943422452 -9.7673581456967032e-06 0.00011877569457369863 -8.8569001459291033e-05 1.0993010814023106e-06 0.0001133123398024812
leaf_weight=22 28 20 24 20 25 21 29 20 25 20 22 22 25 22 21 27 1971 28 28 27 29 25 21 20 20 26 21 20 462 30
leaf_count=22 28 20 24 20 25 21 29 20 25 20 22 22 25 22 21 27 1971 28 28 27 29 25 21 20 20 26 21 20 462 30
internal_value=0 3.21199e-07 -3.35242e-07 8.97127e-08 -2.86275e-07 -2.71015e-05 2.78968e-05 3.93166e-07 -5.12513e-08 -4.49594e-07 1.48788e-07 5.97206e-07 1.37397e-07 7.8597e-06 0.000159362 -3.01651e-06 -3.93454e-07 -1.08649e-06 -3.9868e-06 -9.00469e-05 2.7558e-06 -9.47507e-07 2.43421e-06 5.73381e-06 6.52237e-07 4.72699e-06 7.82863e-06 3.49799e-06 7.05269e-06 5.61682e-05
internal_weight=0 3099 3079 3055 3035 75 50 2960 2940 2915 2887 2865 2845 825 46 2020 1993 779 757 55 702 673 645 624 599 579 559 538 518 56
internal_count=3121 3099 3079 3055 3035 75 50 2960 2940 2915 2887 2865 2845 825 46 2020 1993 779 757 55 702 673 645 624 599 579 559 538 518 56
is_linear=0
shrinkage=0.1


Tree=3668
num_leaves=31
num_cat=0
split_feature=33 9 15 15 160 3 13 0 42 2 1374 456 456 150 150 147 483 483 1420 156 1427 43 43 150 13 0 480 482 158 133
split_gain=4.77926e-06 6.32215e-06 2.52573e-05 5.22363e-06 6.05333e-06 2.40889e-05 2.11874e-05 2.4723e-05 5.1071e-05 1.79267e-05 6.61831e-06 7.63433e-06 8.05204e-06 6.74329e-06 1.18068e-05 1.23903e-05 6.16636e-06 8.95501e-06 7.12287e-06 9.3449e-06 8.73559e-06 7.44706e-06 6.56286e-05 3.06145e-05 2.98159e-05 3.79988e-05 6.39522e-05 3.30356e-05 4.2578e-05 2.09695e-05
threshold=-0.044254999999999996 0.088235000000000022 -0.10091499999999999 0.23208000000000004 0.10908000000000002 0.088060000000000013 -0.086804999999999979 -0.078244999999999995 0.087195000000000009 0.096325000000000008 0.11006000000000002 -0.11319999999999998 -0.085409999999999986 0.12640500000000002 0.12068000000000002 0.094705000000000011 -0.095689999999999983 -0.088009999999999991 0.056520000000000008 0.16414500000000004 0.089570000000000025 -0.082389999999999977 -0.083269999999999997 0.10874500000000002 -0.085669999999999982 -0.089964999999999976 0.056320000000000009 0.098465000000000011 0.10345000000000001 0.087415000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 10 6 -6 8 -8 -9 11 -2 -13 14 15 16 -14 -18 19 20 21 22 23 24 25 29 -27 28 -26 -19
right_child=1 2 -4 -5 5 -7 7 9 -10 -11 -12 12 13 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=4.6444369284224447e-05 -5.8047515234317296e-05 1.1876539081806022e-05 -0.0001214186220923217 4.4961798728483979e-05 -9.0396809021816207e-05 -0.00011863698496849143 0.0001717706692337136 -8.3249360170611911e-05 -1.8756175846005246e-05 1.9618244186858648e-05 5.6977708525318162e-05 6.4315322842958269e-05 4.3658075917525875e-05 -4.8190210093577793e-05 7.7687149714620316e-05 -5.8543087000901199e-05 -6.2735788643211975e-05 -5.1122521432489522e-05 -5.6676842376916848e-05 6.9889479600533381e-05 -4.3964102154686336e-05 -1.2434282561316349e-06 0.00014853316616388453 0.00012273215552340843 8.5946479463987491e-06 -0.00025218531926043399 7.0247831899905584e-07 -0.00011071694018689661 0.00015745609467558098 7.2531411357582939e-05
leaf_weight=22 22 44 21 26 24 21 24 32 34 36 21 20 34 28 20 35 22 32 21 20 42 1871 33 21 489 20 20 22 20 24
leaf_count=22 22 44 21 26 24 21 24 32 34 36 21 20 34 28 20 35 22 32 21 20 42 1871 33 21 489 20 20 22 20 24
internal_value=0 -3.29705e-07 -3.11881e-05 3.314e-07 -5.43683e-08 -1.83265e-05 -4.28307e-06 1.21196e-05 6.00825e-05 -2.879e-05 1.04699e-06 6.29888e-07 1.09191e-06 6.36086e-07 1.13395e-06 5.72299e-07 1.34117e-06 7.99669e-07 1.33014e-06 1.79614e-06 1.27114e-06 2.0156e-06 1.09696e-05 3.96402e-06 -1.38622e-08 -5.13002e-05 -0.000125741 9.25825e-06 1.44438e-05 1.87202e-06
internal_weight=0 3099 65 3034 3008 171 150 126 58 68 2837 2816 2794 2774 2746 2726 2691 2657 2635 2614 2594 2552 681 648 627 96 40 531 509 56
internal_count=3121 3099 65 3034 3008 171 150 126 58 68 2837 2816 2794 2774 2746 2726 2691 2657 2635 2614 2594 2552 681 648 627 96 40 531 509 56
is_linear=0
shrinkage=0.1


Tree=3669
num_leaves=31
num_cat=0
split_feature=130 39 41 158 481 43 15 2 13 1447 12 1447 403 133 1447 403 403 1446 403 484 160 33 13 13 0 13 42 4 42 13
split_gain=4.6304e-06 1.22984e-05 5.84209e-06 6.16305e-06 2.28915e-05 1.71618e-05 4.0923e-05 2.45086e-05 1.71203e-05 7.02976e-06 4.78715e-05 6.96395e-05 2.43311e-05 5.9802e-05 1.38678e-05 1.20885e-05 1.50643e-05 1.0776e-05 7.26458e-06 6.82655e-06 1.09058e-05 6.57231e-06 6.16748e-06 3.2727e-05 2.64231e-05 1.02635e-05 3.71148e-05 3.76907e-05 3.71733e-05 3.17094e-05
threshold=-0.23647499999999996 0.15438500000000002 0.11457000000000002 0.10380000000000002 -0.085749999999999979 -0.011694999999999999 0.089485000000000023 0.084055000000000005 -0.055129999999999992 -0.085684999999999997 0.083985000000000018 -0.086849999999999997 -0.54856499999999986 0.40431 -0.083354999999999985 -0.53960999999999981 -0.53255499999999989 0.085270000000000012 -0.52445499999999989 0.015535000000000002 -0.016279999999999996 -0.018454999999999996 -0.40078499999999995 -0.17933499999999997 -0.099059999999999995 -0.087714999999999987 0.084145000000000011 -0.0082299999999999995 0.085935000000000025 -0.088464999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 6 19 -7 -9 10 -2 17 13 -11 -14 -16 -17 -12 -18 20 -6 -20 -23 24 -24 26 27 -25 -28 -30
right_child=1 -3 -4 4 5 7 -8 8 -10 12 11 -13 14 -15 15 16 18 -19 21 -21 -22 22 23 25 -26 -27 28 -29 29 -31
leaf_value=-4.796211738721468e-05 0.00012506458783986197 7.1616324059201972e-05 -4.6558309582501863e-05 -0.00010640980431344361 6.3420837382595487e-05 -0.00012389344671343377 0.0001504516093609709 6.4110817236889321e-05 -6.0644542232198138e-05 -0.00019652302296543938 4.9209490574260908e-06 -0.00017296863595783223 7.0342779083054267e-05 3.0364330747873353e-05 7.8268721299537002e-05 -8.4129137879547983e-05 5.250876533359082e-05 9.2548357987771339e-05 5.4794611192350709e-05 -6.0072101041441785e-05 -2.5050093168637863e-05 2.2540149859749997e-05 -0.00017185827267894639 3.2210784995762815e-05 -1.304373087226519e-05 -2.4093989499651691e-06 -8.4373201882246787e-05 0.00018425599493797484 3.8272851302360975e-06 0.00013514924714399967
leaf_weight=20 34 24 27 25 22 24 20 22 22 21 36 21 29 26 20 21 27 23 22 20 38 115 20 56 22 2048 45 23 228 20
leaf_count=20 34 24 27 25 22 24 20 22 22 21 36 21 29 26 20 21 27 23 22 20 38 115 20 56 22 2048 45 23 228 20
internal_value=0 3.09322e-07 -2.46858e-07 1.63112e-07 -1.7132e-05 -3.84666e-06 2.25095e-05 -4.26057e-05 1.73314e-06 1.33146e-06 2.56633e-05 -1.65822e-05 3.20217e-07 -7.10109e-05 1.56375e-06 8.1587e-07 2.30658e-07 3.90808e-05 9.05279e-07 -9.47609e-06 7.38925e-06 3.6919e-07 -9.54426e-08 -1.15275e-06 -8.86697e-05 3.66138e-07 1.56465e-05 7.64771e-05 -7.54908e-07 1.44178e-05
internal_weight=0 3101 3077 3050 193 168 100 68 44 2857 114 80 2743 47 2696 2667 2647 59 2626 80 60 2599 2577 2462 42 2420 372 79 293 248
internal_count=3121 3101 3077 3050 193 168 100 68 44 2857 114 80 2743 47 2696 2667 2647 59 2626 80 60 2599 2577 2462 42 2420 372 79 293 248
is_linear=0
shrinkage=0.1


Tree=3670
num_leaves=31
num_cat=0
split_feature=132 1203 132 50 97 374 120 40 10 0 0 51 33 14 157 45 142 11 376 3 4 40 4 151 159 448 1 2 3 4
split_gain=4.97234e-06 0.000127113 6.33152e-05 2.80689e-05 4.60695e-06 8.42684e-06 6.43032e-06 1.42168e-05 6.51926e-06 3.49987e-05 3.75114e-05 1.35585e-05 1.01234e-05 6.74623e-06 2.31244e-05 2.2196e-05 7.82806e-06 7.37696e-06 6.51422e-06 1.53709e-05 1.39415e-05 1.11332e-05 9.07468e-06 2.77695e-05 2.43433e-05 2.08746e-05 4.49946e-05 2.99149e-05 1.78624e-05 1.28297e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.076764999999999986 0.10022000000000002 -0.086464999999999986 0.08987500000000001 1.0000000180025095e-35 -0.24134999999999998 -0.011559999999999999 -0.10224499999999999 -0.087414999999999979 0.080335000000000018 -1.0000000180025095e-35 -0.31455999999999995 -0.073194999999999996 0.094030000000000016 -1.0000000180025095e-35 0.10221500000000001 0.083705000000000016 -0.020429999999999997 0.0045450000000000013 -0.083564999999999987 0.24564500000000003 -0.10380999999999999 0.085035000000000013 -0.052389999999999999 0.10658000000000002 0.11682500000000001 -0.0049599999999999991 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 7 -6 9 -9 -11 -12 -10 14 -14 16 -15 18 21 -20 -21 -18 29 -24 25 -25 -27 28 -28 -23
right_child=2 -3 4 -5 5 -7 -8 8 12 10 11 -13 13 15 -16 -17 17 -19 19 20 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=2.3392793368299629e-06 -0.00017410494746443526 0.00024846485473625806 -4.3465337997380021e-05 -0.00012260602228707286 8.4472619237203615e-05 5.1559442727011633e-05 -4.4619462761374963e-05 -0.00013651645607420837 6.1703733377658801e-05 0.00012420166895026343 -8.2735692834329052e-05 1.6713698180235672e-05 0.00011858745418153594 6.2651367625221613e-05 -6.8354841923977873e-06 -8.6185112061987947e-05 -5.9264512894900908e-05 5.6217816271110567e-05 -4.230343360673446e-05 0.00011158451688243077 9.6825178529954806e-06 -8.2654015543821474e-07 8.6409873550846478e-05 2.1599389772206821e-05 3.4641567330445951e-05 -0.00018006664189063789 -4.5277341442193753e-05 -0.0001121159734260612 8.5152047194285495e-05 3.2665558929761008e-05
leaf_weight=178 21 21 24 20 20 32 32 22 27 20 29 26 21 20 49 30 33 23 22 25 29 2089 21 27 38 30 21 29 21 121
leaf_count=178 21 21 24 20 20 32 32 22 27 20 29 26 21 20 49 30 33 23 22 25 29 2089 21 27 38 30 21 29 21 121
internal_value=0 1.45298e-05 -1.09648e-06 -1.02815e-05 1.64598e-07 5.31108e-07 -4.69123e-08 4.63765e-07 -1.42141e-07 -2.56094e-05 6.92339e-06 -3.57233e-05 7.80998e-07 1.60042e-07 3.07914e-05 -6.71364e-07 3.35075e-07 -1.57739e-07 -6.75152e-07 2.81543e-05 5.68594e-05 -1.57682e-06 -7.82617e-07 -2.19349e-05 -3.56411e-05 -5.65063e-05 -7.73861e-05 -3.39999e-05 1.99374e-05 1.00719e-06
internal_weight=0 219 2902 198 2881 2857 2825 2793 2773 97 75 55 2676 2649 70 2579 2549 2529 2506 76 54 2430 2397 187 166 128 101 71 42 2210
internal_count=3121 219 2902 198 2881 2857 2825 2793 2773 97 75 55 2676 2649 70 2579 2549 2529 2506 76 54 2430 2397 187 166 128 101 71 42 2210
is_linear=0
shrinkage=0.1


Tree=3671
num_leaves=31
num_cat=0
split_feature=46 46 1428 52 52 34 0 9 454 457 124 484 15 15 16 10 16 12 13 15 0 48 15 12 12 0 12 16 13 15
split_gain=4.30358e-06 9.75028e-06 6.18594e-06 4.9718e-06 2.4406e-05 1.5448e-05 2.90165e-05 2.59998e-05 1.52966e-05 1.54859e-05 1.42403e-05 1.36931e-05 1.35258e-05 6.58183e-05 4.77656e-05 6.83483e-05 4.47274e-05 1.91522e-05 4.40047e-05 2.77344e-05 1.63365e-05 8.00537e-05 7.91403e-05 4.76639e-05 0.000117421 0.000108034 5.70914e-05 2.10186e-05 2.03555e-05 3.76682e-05
threshold=0.10562000000000001 0.083550000000000013 -0.042789999999999995 -0.015539999999999998 -0.013374999999999998 -0.057544999999999992 -0.080309999999999979 0.091905000000000014 -0.079854999999999995 -0.098834999999999992 -0.087759999999999991 -0.096419999999999992 -0.10203999999999998 -0.097454999999999986 -0.056919999999999991 -1.0000000180025095e-35 -0.087874999999999981 -0.010834999999999999 -0.010384999999999998 -0.092919999999999989 -0.14226499999999997 -0.072824999999999987 0.079055000000000014 0.083715000000000026 0.083985000000000018 -0.082619999999999985 0.084535000000000013 -0.077589999999999978 -0.088069999999999996 0.084905000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -5 6 -6 8 -7 -10 -4 -11 14 -14 15 -13 -17 18 -15 -19 21 -21 -23 25 -25 -22 -26 -27 29 -28
right_child=-2 -3 3 4 5 7 -8 -9 9 11 -12 12 13 17 -16 16 -18 19 -20 20 23 22 -24 24 26 27 28 -29 -30 -31
leaf_value=3.9745301509332753e-05 4.1323627694509926e-05 -6.253192065014446e-05 5.6808873009036429e-05 9.7034357683393557e-05 -7.4885130743496122e-06 -7.9507280442276575e-05 0.00014577447493918175 -8.0957821046467879e-05 -8.4963678245912903e-05 5.5659628699742118e-05 -8.0685800280072355e-06 -0.00016467916554704841 -0.00014847237379702469 4.1993948721028573e-05 0.00014579266369188254 1.0702503081498057e-05 0.0001665868898999179 9.2386555950403884e-05 -0.00016295611917071671 -0.00010693412041291596 -0.00019763010899716905 0.00026847309731238057 2.4843793594300225e-05 0.00022728396011782183 -0.00012311335635171712 8.7984550860710443e-05 0.00010691989928269394 -3.7136240782023502e-05 -2.5260373301705388e-06 4.2003127181938723e-06
leaf_weight=39 25 25 35 27 30 23 21 39 20 49 1014 21 30 20 28 231 20 34 22 25 39 20 40 23 37 25 51 29 960 119
leaf_count=39 25 25 35 27 30 23 21 39 20 49 1014 21 30 20 28 231 20 34 22 25 39 20 40 23 37 25 51 29 960 119
internal_value=0 -3.33686e-07 1.72649e-07 -3.36366e-07 2.60886e-06 1.30544e-06 5.56198e-05 -1.48644e-07 1.54029e-06 2.55174e-06 -5.90394e-06 3.51186e-06 2.07148e-06 -1.8678e-06 2.14265e-05 8.62409e-06 2.31236e-05 1.178e-06 -6.53608e-05 3.17132e-06 9.53978e-07 4.34101e-05 0.000106054 -1.85878e-06 3.52949e-06 -7.08055e-05 -8.8041e-07 2.07901e-05 3.12191e-06 3.50162e-05
internal_weight=0 3096 3071 3032 1983 1956 51 1905 1866 1843 1049 1823 1774 1474 300 272 251 1444 42 1402 1368 85 60 1283 1190 93 1167 54 1130 170
internal_count=3121 3096 3071 3032 1983 1956 51 1905 1866 1843 1049 1823 1774 1474 300 272 251 1444 42 1402 1368 85 60 1283 1190 93 1167 54 1130 170
is_linear=0
shrinkage=0.1


Tree=3672
num_leaves=31
num_cat=0
split_feature=481 0 481 484 0 1456 15 403 156 159 160 403 403 1210 154 157 1447 1446 1447 481 1420 157 1454 159 481 481 50 132 1204 16
split_gain=4.52097e-06 3.74061e-05 1.06457e-05 6.50795e-05 4.53819e-05 7.49666e-06 4.13363e-05 2.38356e-05 1.63688e-05 2.2268e-05 1.51418e-05 8.84892e-06 1.10275e-05 1.01169e-05 7.60179e-06 1.48042e-05 6.86391e-06 2.54787e-05 1.17597e-05 1.10208e-05 6.9788e-06 8.82126e-06 6.39121e-06 1.42308e-05 1.05983e-05 7.40366e-06 6.78772e-06 7.66361e-05 0.000130789 2.94474e-05
threshold=-0.15265499999999996 -0.082284999999999983 -0.086484999999999992 -0.081614999999999979 -0.087084999999999982 0.085790000000000019 0.086195000000000008 -0.55327499999999985 -0.065739999999999979 0.097495000000000012 -0.080409999999999995 -0.54448499999999989 -0.5335399999999999 -0.3960249999999999 0.085530000000000009 0.63604500000000008 -0.086304999999999979 0.085345000000000018 -0.084334999999999979 -0.079279999999999975 -0.085404999999999995 -0.50331999999999988 0.080725000000000005 -0.021064999999999997 -0.050084999999999991 -1.0000000180025095e-35 0.083090000000000011 -0.083284999999999984 -0.077669999999999989 -0.14322499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 7 8 -4 -7 10 -10 -9 -13 -14 15 16 17 -15 -18 -20 -21 -22 24 -24 -23 -26 -27 -28 -29 -30
right_child=2 -3 5 -5 -6 6 -8 11 9 -11 -12 12 13 14 -16 -17 18 -19 19 20 21 22 23 -25 25 26 27 28 29 -31
leaf_value=-9.5077060684685207e-05 6.8430140560270624e-05 7.5649764455322713e-05 0.00010215888742886423 0.00018492416585061058 -0.00013970229008918977 8.6573816952295607e-05 -0.00012929139529346842 -5.2341713899295432e-05 3.6453131138437635e-06 7.006847736192868e-05 -8.941125839448753e-05 6.8037764655552255e-05 -6.918531570201074e-05 1.8268985175901828e-05 6.1914622019685342e-05 -8.5682306294074804e-05 5.7380455768292745e-05 -0.00012105911130978105 -7.3340416383871351e-05 5.601646129355726e-05 -6.3860433580148742e-05 6.6799069827538915e-05 1.2935301456309389e-05 -8.1791313026895234e-05 -5.2782869919610682e-05 -2.9595581590160026e-07 0.00017994414210114395 -0.00023991909388097982 0.00012190553074469791 8.8692978606636421e-06
leaf_weight=33 22 21 23 21 20 20 29 32 36 24 34 24 21 35 20 20 37 21 20 23 21 25 35 29 25 2083 26 21 25 295
leaf_count=33 22 21 23 21 20 20 29 32 36 24 34 24 21 35 20 20 37 21 20 23 21 25 35 29 25 2083 26 21 25 295
internal_value=0 -2.86833e-05 5.05027e-07 4.11877e-05 -3.06805e-05 -3.48171e-07 -2.26929e-05 7.68674e-07 4.42428e-06 -1.30543e-05 -4.15536e-05 -5.30226e-08 5.43285e-07 -3.89827e-08 4.8694e-07 3.87265e-08 6.68797e-07 -3.39791e-05 1.39686e-06 6.08655e-07 1.17575e-06 6.87805e-07 1.21648e-06 -2.99877e-05 2.0153e-06 1.36092e-06 1.91341e-06 1.44532e-05 1.83513e-06 1.77003e-05
internal_weight=0 54 3067 63 42 3004 143 2861 114 94 70 2838 2806 2782 2761 2741 2721 56 2665 2628 2608 2585 2564 64 2500 2475 2450 367 341 320
internal_count=3121 54 3067 63 42 3004 143 2861 114 94 70 2838 2806 2782 2761 2741 2721 56 2665 2628 2608 2585 2564 64 2500 2475 2450 367 341 320
is_linear=0
shrinkage=0.1


Tree=3673
num_leaves=31
num_cat=0
split_feature=132 1185 1203 481 42 2 1447 403 43 403 1209 42 403 401 1212 1209 401 390 390 50 133 3 4 157 1 120 4 2 12 9
split_gain=5.23529e-06 3.76962e-05 1.96386e-05 4.51557e-06 2.46237e-05 5.82386e-05 3.43742e-05 1.74131e-05 3.11106e-05 1.77712e-05 1.06505e-05 3.92667e-05 1.09498e-05 6.74829e-06 3.28612e-05 6.0395e-06 7.45026e-06 2.36927e-05 1.00987e-05 6.3406e-06 2.80687e-05 2.30634e-05 2.38559e-05 1.17873e-05 9.34935e-06 1.42606e-05 2.49584e-05 1.5155e-05 8.82005e-06 1.8791e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.087424999999999989 0.090545000000000014 0.085485000000000019 0.0030850000000000005 -0.5492149999999999 -0.041049999999999996 -0.5425549999999999 -0.087714999999999987 0.087405000000000024 -0.52800499999999995 0.11602000000000001 -0.089544999999999986 -0.064814999999999984 0.10632500000000002 0.090020000000000017 1.0000000180025095e-35 -0.099524999999999988 0.090665000000000009 -0.078084999999999988 0.058735000000000009 0.63604500000000008 0.16540500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.31358000000000003 0.12757000000000002 0.092890000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 -7 8 -5 -9 11 -11 -12 15 -15 -14 17 18 19 20 21 -17 -23 24 25 27 -27 28 29 -21
right_child=1 3 -4 7 -6 6 -8 9 -10 10 12 -13 13 14 -16 16 -18 -19 -20 23 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.7329959399684389e-06 0.00013462700598687488 -0.00014625140126072971 -9.4731107849468205e-05 -2.3297195461371146e-05 6.8768213774698481e-05 -5.129520120065606e-05 0.00012072088914768149 -9.4038449969957585e-05 0.00013785674236714842 -5.5622658401262015e-05 -5.9328242505510009e-05 0.00013236679608235135 5.0157926452811814e-05 3.2716881475088095e-05 -0.00011262768644623326 -8.5362147477168891e-05 4.7262563812717633e-05 -0.00010827052952663507 6.8458831413987692e-05 -6.688011243890109e-07 0.0001025837302194077 9.1161461283003782e-05 -5.183483729524596e-05 -7.7114073246775663e-05 6.8062363097851631e-05 1.9196174196167704e-05 -0.00013878623780328781 8.3031738725222498e-05 -4.6327806815431202e-05 7.4250357508443655e-05
leaf_weight=195 21 34 27 23 24 26 21 20 25 20 31 25 25 35 28 26 34 20 22 2182 32 28 20 20 20 20 20 22 41 34
leaf_count=195 21 34 27 23 24 26 21 20 25 20 31 25 25 35 28 26 34 20 22 2182 32 28 20 20 20 20 20 22 41 34
internal_value=0 1.13337e-06 -1.48003e-05 1.59306e-07 -2.01966e-05 -4.65566e-05 2.55631e-05 9.30086e-07 6.06371e-05 -1.21635e-07 5.72759e-07 4.88159e-05 -2.43384e-07 4.53318e-07 -3.18807e-05 1.24718e-06 7.65962e-07 1.35374e-07 1.00715e-06 4.05152e-07 2.4331e-05 -9.508e-06 3.15797e-05 -6.6994e-07 -1.62923e-08 -6.0343e-07 -5.9795e-05 4.35474e-07 -3.69629e-07 4.80681e-07
internal_weight=0 2899 222 2878 105 81 47 2773 48 2725 2705 45 2660 2629 63 2566 2541 2507 2487 2465 106 74 48 2359 2339 2319 40 2279 2257 2216
internal_count=3121 2899 222 2878 105 81 47 2773 48 2725 2705 45 2660 2629 63 2566 2541 2507 2487 2465 106 74 48 2359 2339 2319 40 2279 2257 2216
is_linear=0
shrinkage=0.1


Tree=3674
num_leaves=31
num_cat=0
split_feature=97 374 44 1429 156 1429 104 34 13 9 0 2 15 1429 475 157 51 157 49 49 157 43 157 481 481 13 1456 1456 403 1447
split_gain=4.69981e-06 7.37184e-06 5.45979e-06 1.15925e-05 1.93465e-05 7.45785e-06 7.04246e-06 7.95147e-06 3.32322e-05 1.6441e-05 2.39312e-05 8.00019e-06 8.9e-05 5.38661e-06 2.02174e-05 5.15928e-06 4.8053e-05 3.06764e-05 1.99033e-05 2.34337e-05 1.7117e-05 1.70471e-05 1.18813e-05 6.59656e-06 1.91772e-05 4.44925e-05 7.68538e-06 3.24866e-05 1.72462e-05 8.89425e-06
threshold=-0.086464999999999986 0.08987500000000001 0.084760000000000016 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.086600000000000024 -0.057544999999999992 -0.0075049999999999987 0.091905000000000014 -0.0058249999999999994 -1.0000000180025095e-35 -0.10203999999999998 -0.069929999999999978 -0.011519999999999997 -0.087424999999999989 -0.085534999999999986 -0.086394999999999986 0.08610000000000001 -0.0069299999999999995 -0.085474999999999982 -0.078139999999999973 -0.083699999999999983 -0.15265499999999996 -0.086484999999999992 -0.085744999999999988 0.085790000000000019 0.088580000000000006 -0.55327499999999985 -0.086304999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 -7 11 -11 12 -9 14 -13 16 -15 -17 19 -18 -19 -21 -22 -24 25 -25 28 -28 -26 -30
right_child=1 -3 -4 4 -6 6 -8 9 -10 10 -12 13 -14 15 -16 17 18 20 -20 21 22 -23 23 24 26 -27 27 -29 29 -31
leaf_value=-4.4081684973207305e-05 -7.6546845302800652e-05 4.8089890356095566e-05 3.4815190991304753e-05 -5.2184562628099235e-05 9.7863871196750559e-05 -1.7322771306610847e-05 -5.8034748551671373e-05 0.00020265216066036375 0.00014122431264695478 -0.00012917700880355672 1.3568320940501744e-05 -2.8512675796971762e-05 -7.1555194304453158e-05 -0.00014523998016375116 9.6286835090722897e-05 0.00011022994114318864 5.5651722462357611e-05 -8.6961457175319719e-05 9.3390746141349984e-05 -0.00012025704120539806 7.6467684339149853e-05 -7.9214410704610479e-06 -4.4024116068612787e-05 -5.162783530977322e-05 8.5906816093483942e-05 0.00014365760939004499 -0.00013917794380436784 -2.3625552976227484e-06 -5.0433086612934459e-05 -3.3304738847398744e-07
leaf_weight=24 20 32 44 28 20 39 21 20 20 24 23 27 29 25 25 25 32 23 22 22 20 35 35 20 23 28 21 100 36 2258
leaf_count=24 20 32 44 28 20 39 21 20 20 24 23 27 29 25 25 25 32 23 22 22 20 35 35 20 23 28 21 100 36 2258
internal_value=0 3.41615e-07 -1.56899e-07 -6.66258e-07 -1.60556e-07 -8.18217e-07 -3.31167e-07 8.21257e-08 3.6422e-05 -6.64151e-07 -5.93229e-05 3.11419e-07 4.03662e-05 -3.95344e-07 3.14871e-05 -1.00374e-06 -1.99886e-05 -6.46841e-09 8.22114e-06 -1.2832e-05 -1.08132e-06 -5.1279e-05 -3.03968e-07 -9.13025e-07 -3.06071e-07 6.22887e-05 -1.53845e-06 -2.61074e-05 -2.55397e-07 -1.11927e-06
internal_weight=0 3097 3065 3021 3001 2981 2953 2932 59 2873 47 2826 49 2777 52 2725 136 2589 111 89 2564 57 2541 2521 2486 48 2438 121 2317 2294
internal_count=3121 3097 3065 3021 3001 2981 2953 2932 59 2873 47 2826 49 2777 52 2725 136 2589 111 89 2564 57 2541 2521 2486 48 2438 121 2317 2294
is_linear=0
shrinkage=0.1


Tree=3675
num_leaves=31
num_cat=0
split_feature=10 0 9 16 1373 52 48 43 1371 1371 158 158 457 150 43 159 484 0 16 43 13 0 0 52 15 133 49 16 3 2
split_gain=4.42331e-06 4.11433e-05 1.8034e-05 1.35375e-05 4.66625e-06 2.96227e-05 2.80672e-05 5.96138e-06 7.11335e-05 4.43326e-05 1.75519e-05 3.24753e-05 1.60866e-05 2.03143e-05 1.50953e-05 1.35304e-05 1.29521e-05 1.84441e-05 2.5714e-05 2.06151e-05 2.26562e-05 1.62023e-05 5.23083e-05 3.13451e-05 2.5521e-05 2.58431e-05 1.24942e-05 1.15894e-05 1.21917e-05 1.08145e-05
threshold=0.053330000000000009 -0.079829999999999998 0.08925000000000001 -0.008069999999999999 0.081220000000000014 -0.023194999999999997 0.091035000000000019 -0.085594999999999991 0.083235000000000017 0.083235000000000017 0.10667500000000002 0.090905000000000014 0.085130000000000025 0.10699000000000002 -0.085154999999999995 0.09320500000000001 -0.084724999999999981 -0.079829999999999998 -0.077879999999999991 -0.095049999999999982 0.0027400000000000007 -0.090809999999999988 -0.086934999999999985 0.083680000000000018 0.084050000000000014 0.087285000000000015 -0.050619999999999991 0.41088500000000006 -0.10217499999999997 0.084885000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 7 6 -6 8 10 14 11 12 13 15 -9 16 -1 21 -19 20 -20 23 -23 -18 25 -24 -14 28 -22 -26
right_child=1 3 -4 -5 5 -7 -8 9 -10 -11 -12 -13 26 -15 -16 -17 17 18 19 -21 27 22 24 -25 29 -27 -28 -29 -30 -31
leaf_value=6.7530217840554066e-05 -0.00013535876531260211 -1.507052174929413e-05 7.411378478123384e-05 8.9806476498779385e-05 0.00011896981680365571 -8.9226520474374024e-05 -4.6556438536797594e-05 -7.6360634081468627e-05 0.00019462143172859216 -0.00014656126808230987 -7.2962011456873939e-05 0.00012320352431308257 0.00011881241629453144 -9.9164065683171861e-05 2.7302785659563427e-07 -7.043914416863117e-05 -1.1417664645528772e-05 0.00011199900899523997 -8.0179959916153393e-05 8.4133902619841733e-05 0.00010445806165535032 -0.00018445730297355029 -1.5757073128337948e-05 0.00012538799989670224 -0.00011374386118735527 0.0001231343855795872 8.3735249583177005e-06 -4.4140455627877435e-05 8.8349842644674934e-06 -2.7542448506844882e-05
leaf_weight=31 23 32 33 20 20 37 21 26 20 21 29 23 20 21 2258 25 103 29 33 29 20 21 37 20 22 21 21 22 40 43
leaf_count=31 23 32 33 20 20 37 21 26 20 21 29 23 20 21 2258 25 103 29 33 29 20 21 37 20 22 21 21 22 40 43
internal_value=0 -2.39917e-05 5.90735e-07 2.52668e-05 -2.14529e-07 -2.43547e-05 3.41881e-05 4.27017e-07 9.04756e-06 -1.92914e-06 2.96317e-06 6.75289e-06 1.95295e-06 -2.82852e-06 -5.99334e-07 1.25021e-06 5.05537e-06 6.53736e-07 2.60889e-05 8.7876e-06 -1.02128e-05 -1.58268e-05 -3.85936e-05 1.08272e-05 -1.36901e-05 3.45312e-05 6.22462e-05 1.79448e-05 4.07093e-05 -5.67183e-05
internal_weight=0 75 3046 52 3013 78 41 2935 630 2305 610 581 558 517 2284 496 471 440 173 144 115 267 144 123 123 58 41 82 60 65
internal_count=3121 75 3046 52 3013 78 41 2935 630 2305 610 581 558 517 2284 496 471 440 173 144 115 267 144 123 123 58 41 82 60 65
is_linear=0
shrinkage=0.1


Tree=3676
num_leaves=31
num_cat=0
split_feature=34 34 97 33 133 15 52 399 132 399 484 484 483 13 159 52 0 52 403 12 13 133 12 0 15 2 12 13 12 43
split_gain=4.70917e-06 7.31853e-06 3.8108e-05 1.59256e-05 7.74318e-06 4.76295e-06 5.28632e-06 1.47676e-05 0.000238125 1.81872e-05 1.18772e-05 2.98158e-05 2.47405e-05 2.20173e-05 2.47935e-05 1.56162e-05 3.89835e-05 1.85596e-05 2.37424e-05 1.67878e-05 4.04804e-05 2.08368e-05 3.06031e-05 2.39096e-05 3.16861e-05 2.97266e-05 7.75015e-05 4.40816e-05 7.25196e-05 1.78417e-05
threshold=-0.112215 -0.057544999999999992 -0.079444999999999988 -1.0000000180025095e-35 0.086910000000000015 0.23208000000000004 0.091275000000000009 0.091580000000000009 -0.083284999999999984 0.089300000000000004 -0.096419999999999992 -0.070054999999999992 0.098395000000000024 0.24813000000000004 0.10713500000000002 0.10160000000000001 -0.070499999999999993 0.10611000000000001 -0.44023999999999991 0.093765000000000015 -0.075129999999999988 0.092470000000000011 0.087995000000000004 -0.081894999999999982 -0.015039999999999998 0.092235000000000025 0.080890000000000017 -0.081029999999999977 0.088725000000000012 -0.08076499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 7 9 -9 -5 -8 -12 13 14 15 16 -13 -17 -19 21 -21 23 -23 25 -25 27 -27 28 -20 -22
right_child=1 3 -4 5 -6 -7 10 8 -10 -11 11 12 -14 -15 -16 17 -18 18 19 20 29 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-3.878140304286424e-05 -6.5403168983244712e-05 -8.9316637968295254e-05 0.00013205295235820813 1.8078015701933734e-06 1.432947179433415e-05 4.2026311685158701e-05 5.4850211451343182e-05 0.00022604678096058706 -0.00020732007136259548 -9.1697794847450933e-05 -0.00013077564206469107 -1.072706585056529e-05 7.0403630646372536e-05 -0.00010997225809577767 8.7388232014535999e-05 6.4465289880091516e-05 -0.00014827913962238068 -0.00011147839263272049 1.2120640466866248e-05 0.00013380145281661061 5.767579533539902e-05 -2.2845635447248984e-06 -0.0001731998403556645 2.5111881002106077e-05 -0.00011358930609276287 -2.7311067836827921e-05 0.00023042890017677565 8.2141902947279797e-05 -0.00019579127126780808 -3.2664102094502704e-05
leaf_weight=31 21 20 25 2199 29 27 29 32 21 21 20 78 39 22 26 36 28 22 51 27 32 22 20 28 40 28 20 33 25 69
leaf_count=31 21 20 25 2199 29 27 29 32 21 21 20 78 39 22 26 36 28 22 51 27 32 22 20 28 40 28 20 33 25 69
internal_value=0 3.89069e-07 3.12455e-05 -3.78504e-07 -1.91582e-05 2.15407e-07 -1.64949e-07 2.16871e-06 5.43354e-05 9.23289e-07 -7.79719e-06 -1.05251e-05 -6.80215e-06 -1.17627e-05 -8.0693e-06 -1.25092e-05 -4.70616e-05 -4.42408e-06 -1.03714e-05 -4.74008e-06 2.50347e-05 -1.90141e-05 -8.36728e-05 -6.94452e-06 -5.64771e-05 1.45091e-05 8.00806e-05 -1.43665e-05 -5.62714e-05 -4.04156e-06
internal_weight=0 3090 75 3015 50 2995 2968 2273 53 2220 695 666 646 607 585 559 106 453 417 395 128 267 42 225 68 157 48 109 76 101
internal_count=3121 3090 75 3015 50 2995 2968 2273 53 2220 695 666 646 607 585 559 106 453 417 395 128 267 42 225 68 157 48 109 76 101
is_linear=0
shrinkage=0.1


Tree=3677
num_leaves=31
num_cat=0
split_feature=132 132 1203 130 10 48 40 120 10 4 11 1 46 49 2 49 133 2 51 52 148 447 160 158 1446 13 158 0 0 3
split_gain=5.82451e-06 3.22779e-05 2.78062e-05 3.95669e-06 1.11753e-05 1.20606e-05 1.0542e-05 8.75099e-06 6.28452e-06 4.93892e-05 8.5128e-06 5.17213e-06 7.37636e-06 4.57628e-06 1.13326e-05 2.13191e-05 1.46818e-05 9.84763e-06 7.29967e-06 1.08969e-05 7.38802e-06 1.57131e-05 7.75458e-06 8.31817e-06 3.76981e-05 1.53871e-05 1.36202e-05 8.53921e-06 8.71535e-06 2.79915e-05
threshold=-0.083449999999999983 -0.076764999999999986 0.089480000000000018 -0.23647499999999996 -0.38124499999999995 0.086665000000000006 -0.24134999999999998 0.091385000000000008 -0.011559999999999999 0.053180000000000012 -1.0000000180025095e-35 0.15618500000000002 0.10562000000000001 0.12011500000000001 0.10060500000000001 0.15021500000000002 0.12599500000000005 0.11747 -0.43587999999999999 -0.070154999999999981 -0.10069499999999999 0.094580000000000011 0.51752500000000012 0.10380000000000002 0.086320000000000022 -0.085584999999999981 0.11095000000000001 0.13134000000000004 0.10455500000000001 -0.24124499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -6 8 9 -8 -10 12 13 18 15 -15 17 -16 19 -12 -20 22 23 27 25 -25 -27 28 -22 -30
right_child=1 3 -4 4 6 -7 7 -9 10 -11 11 -13 -14 14 16 -17 -18 -19 20 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-4.3814632986674712e-06 0.00011666822316935093 -4.4108051515650007e-05 -0.00012816273090720642 0.00010793426532472949 -7.0815559820402998e-05 -5.7105755244958264e-07 -0.00012257897601117412 6.6212512065249031e-05 6.5569296803005277e-05 5.0750716296274079e-05 7.5585305673866389e-05 -5.057781036157394e-05 6.0968218786001668e-05 -0.00013577884237747639 7.0097390354411409e-05 -2.4900782227632594e-06 -7.3327744685229861e-05 -4.5256533591479331e-06 5.1307498012777483e-05 -1.9090700698143339e-05 1.5239488318830879e-06 -7.7677495517911258e-05 5.4798204543588392e-05 6.3329525032713719e-05 -0.00012981482517110027 -8.5109419112837793e-05 1.062307990304405e-05 4.1317555811614369e-05 2.6665492912108112e-06 -0.00013452630053507165
leaf_weight=196 24 20 20 20 21 21 31 20 20 35 31 20 20 20 28 30 20 48 28 20 2124 26 26 30 27 23 42 52 58 20
leaf_count=196 24 20 20 20 21 21 31 20 20 35 31 20 20 20 28 30 20 48 28 20 2124 26 26 30 27 23 42 52 58 20
internal_value=0 1.17797e-06 -1.58427e-05 2.15887e-07 5.25736e-07 5.23584e-05 -2.27859e-07 3.01738e-07 -1.72611e-07 -3.06617e-05 5.69107e-07 8.63724e-08 4.65453e-07 9.34511e-09 -1.72009e-05 -5.58056e-05 2.90563e-06 2.2967e-05 1.01162e-06 3.84575e-05 2.34039e-07 -3.54946e-07 4.82017e-07 -1.12352e-07 -2.55448e-05 4.08988e-06 -2.32515e-05 1.2642e-06 3.18347e-07 -3.25111e-05
internal_weight=0 2905 216 2881 2861 41 2820 2799 2779 66 2713 2693 2673 2653 146 50 96 76 2507 51 2456 2428 2402 2376 122 95 65 2254 2202 78
internal_count=3121 2905 216 2881 2861 41 2820 2799 2779 66 2713 2693 2673 2653 146 50 96 76 2507 51 2456 2428 2402 2376 122 95 65 2254 2202 78
is_linear=0
shrinkage=0.1


Tree=3678
num_leaves=31
num_cat=0
split_feature=1203 1204 400 400 399 132 43 1203 50 393 2 399 133 1176 1177 481 16 1446 403 2 403 1209 3 1209 15 1213 1211 401 133 3
split_gain=5.09096e-06 5.61073e-06 5.79698e-06 7.72403e-06 2.27884e-05 6.64251e-06 0.000132765 0.000118501 2.58018e-05 1.48955e-05 5.7413e-06 1.21051e-05 8.61477e-06 4.94369e-06 6.55132e-06 5.23356e-06 2.18043e-05 2.42953e-05 1.55026e-05 2.55219e-05 1.31592e-05 1.04886e-05 4.08406e-05 1.03418e-05 2.66007e-05 6.33248e-06 1.29882e-05 1.5756e-05 3.02809e-05 2.97511e-05
threshold=0.10970500000000001 0.057120000000000011 0.12955000000000003 0.10782000000000001 0.093190000000000009 -0.083284999999999984 -0.011694999999999999 0.089480000000000018 0.09227500000000001 0.10585500000000002 0.087545000000000026 0.087170000000000011 -0.37971999999999995 0.086510000000000017 -1.0000000180025095e-35 -0.087424999999999989 -0.0092699999999999987 0.037915000000000011 -0.5492149999999999 0.083935000000000023 -0.5425549999999999 -0.087714999999999987 -0.081234999999999988 -0.065739999999999979 0.087575000000000014 0.27327000000000007 0.11671000000000002 -0.06959499999999999 0.51114000000000004 -0.076669999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 9 10 13 11 -8 -12 14 -7 16 17 -16 19 -17 -20 22 -22 24 -23 26 27 29 -29 -25
right_child=-2 -3 -4 -5 -6 7 8 -9 -10 -11 12 -13 -14 -15 15 18 -18 -19 20 -21 21 23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.00022133958797591427 5.0290818908251826e-05 -4.953160943999967e-05 5.0059260241181147e-05 -5.6840404855999316e-05 9.7170730138410974e-05 -5.1625492138555278e-05 8.3391726293484693e-05 -0.00019622253571322936 -0.00011574299084612012 7.8810536736758282e-05 -7.6723217953258432e-05 -1.3170362981818964e-05 6.9398018467836666e-06 4.9230927506869195e-05 -4.6116841131703097e-05 -1.000364350337198e-05 -8.1256661229790793e-05 7.7169142793037844e-05 -8.1138901077792982e-05 0.00014295091903477442 0.00014014361167146886 -0.00013253388890007047 -5.5245980274776232e-05 -4.042073212048942e-06 3.0563329892174808e-05 4.2504242259643178e-05 -7.6824396955998964e-05 1.9492058695833491e-07 -0.0001233704245532863 0.00015052512545935318
leaf_weight=27 20 23 23 24 24 25 20 31 24 24 20 37 32 20 33 24 39 31 20 20 23 20 20 33 20 35 22 2367 20 20
leaf_count=27 20 23 23 24 24 25 20 31 24 24 20 37 32 20 33 24 39 31 20 20 23 20 20 33 20 35 22 2367 20 20
internal_value=0 -3.24355e-07 4.33402e-08 -3.33212e-07 1.14222e-07 -6.60422e-07 1.91655e-05 -1.77463e-06 -2.18774e-05 3.65956e-07 -1.20972e-06 2.07111e-05 -2.52383e-05 -3.08353e-07 -6.65779e-07 -2.02003e-07 -2.23167e-05 1.35998e-05 6.59501e-07 5.95212e-05 -3.3662e-07 2.89755e-07 4.92647e-05 -5.4033e-07 -5.09853e-05 2.67759e-07 -3.32678e-07 3.57001e-07 -8.40399e-07 5.42852e-05
internal_weight=0 3101 3078 3055 3031 3007 160 2847 133 2816 109 57 52 2792 2772 2747 103 64 2644 44 2600 2580 43 2537 40 2497 2462 2440 2387 53
internal_count=3121 3101 3078 3055 3031 3007 160 2847 133 2816 109 57 52 2792 2772 2747 103 64 2644 44 2600 2580 43 2537 40 2497 2462 2440 2387 53
is_linear=0
shrinkage=0.1


Tree=3679
num_leaves=31
num_cat=0
split_feature=1203 12 1203 401 15 15 402 1213 43 402 402 15 1212 1 131 480 1447 1 1210 42 42 3 16 1447 1447 43 402 401 402 1212
split_gain=5.77803e-06 1.8881e-05 9.01454e-06 5.8283e-06 5.67486e-06 3.27483e-05 1.92155e-05 1.99073e-05 1.78607e-05 1.62769e-05 2.54763e-05 1.56697e-05 1.48495e-05 1.29432e-05 2.88658e-05 3.28235e-05 2.4168e-05 2.41967e-05 3.21615e-05 2.45697e-05 4.05457e-05 2.23367e-05 2.09352e-05 1.04113e-05 7.28832e-05 2.71654e-05 1.83755e-05 5.88183e-05 2.5012e-05 1.24346e-05
threshold=0.091650000000000009 0.090455000000000021 0.088730000000000017 0.13837000000000002 0.089740000000000014 0.090325000000000003 0.13775000000000001 0.13636500000000004 -0.25681499999999996 -0.45015499999999992 -0.13813499999999998 0.089485000000000023 0.087505000000000013 0.096860000000000016 0.08956500000000002 -0.080264999999999989 -0.065974999999999992 0.090405000000000013 -0.00046999999999999993 0.090395000000000017 0.085225000000000009 -0.069009999999999974 -0.067914999999999989 -0.086359999999999978 -0.085804999999999979 -0.078469999999999984 0.10874500000000002 0.097145000000000023 0.10607000000000001 -0.121045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 11 -6 7 8 -7 -10 -11 23 13 14 15 -12 -17 18 -18 20 -20 -15 -21 25 -25 -1 28 -28 29 -26
right_child=1 -3 -4 -5 5 6 -8 -9 9 10 12 -13 -14 21 -16 16 17 -19 19 22 -22 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-9.8096295847445087e-06 -3.2276514465248228e-05 7.4269028584986269e-05 -6.3010700393098656e-05 -5.3973111498635262e-05 0.00012615815516176592 -7.8756272385362546e-05 -8.9470855891704565e-05 9.3377557214598014e-05 -5.8529085821218738e-05 0.00010221474467774291 0.00011968597724593236 -8.4024387204250251e-05 6.7838928407581997e-05 0.00011718232938922787 -9.2736127114929139e-05 -0.00011043417906053254 0.00013605999818537385 -7.7859458126283709e-05 -5.2189909701559773e-07 -0.00012257748938914714 0.00016042596053011948 -1.3901310476865819e-06 -3.3783414359853983e-06 -0.00019236209566656726 -7.7761433151733532e-05 0.00011366450903551596 0.000190112727605516 -6.1319049661636071e-06 -0.00010175614946638234 -4.4788868762159182e-07
leaf_weight=49 29 39 23 20 23 25 21 26 34 30 22 23 36 24 36 21 20 32 72 23 20 47 41 20 21 28 21 56 25 2214
leaf_count=49 29 39 23 20 23 25 21 26 34 30 22 23 36 24 36 21 20 32 72 23 20 47 41 20 21 28 21 56 25 2214
internal_value=0 2.88305e-05 -6.42137e-07 -1.68712e-07 1.88792e-07 9.34118e-06 4.27176e-06 8.13934e-06 3.55095e-06 8.0437e-06 1.33821e-05 -1.87115e-06 6.61817e-06 4.61895e-07 -8.99541e-06 3.01522e-06 -8.19333e-06 2.12907e-06 1.66724e-05 1.36633e-06 3.44668e-05 3.86907e-05 -4.62155e-05 -1.09484e-06 -2.27695e-06 3.50901e-05 -6.50209e-07 4.73894e-05 -2.28696e-06 -1.17432e-06
internal_weight=0 68 3053 3030 3010 553 530 509 483 458 424 2457 394 358 287 251 229 208 176 156 92 71 64 2434 2357 77 2337 77 2260 2235
internal_count=3121 68 3053 3030 3010 553 530 509 483 458 424 2457 394 358 287 251 229 208 176 156 92 71 64 2434 2357 77 2337 77 2260 2235
is_linear=0
shrinkage=0.1


Tree=3680
num_leaves=31
num_cat=0
split_feature=132 394 1203 130 130 0 403 2 403 403 158 1212 1454 1456 47 1213 1213 402 1209 1213 16 133 1213 403 401 2 13 1213 3 401
split_gain=5.11879e-06 2.52995e-05 2.29239e-05 4.66456e-06 1.2748e-05 1.31073e-05 5.05865e-06 8.32493e-05 1.36935e-05 1.18941e-05 5.25161e-06 2.04707e-05 1.93975e-05 9.81457e-06 1.08726e-05 6.95112e-06 8.53671e-05 3.52552e-05 2.24047e-05 2.0867e-05 4.48655e-05 2.81433e-05 1.40805e-05 1.23666e-05 1.49317e-05 6.85825e-06 9.61066e-06 6.80599e-06 2.24182e-05 1.54452e-05
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.22699999999999995 -0.093639999999999987 -0.084804999999999978 -0.54856499999999986 0.083715000000000026 -0.53960999999999981 -0.53255499999999989 0.10380000000000002 0.087615000000000012 0.078175000000000008 -0.081594999999999987 0.085025000000000017 -0.085284999999999986 -0.088064999999999991 0.13775000000000001 0.086665000000000006 -0.21306999999999995 -0.092484999999999984 -0.073829999999999993 -0.40446999999999994 0.62200000000000011 0.11444000000000001 0.113445 -0.083499999999999977 0.12389500000000002 -0.077354999999999993 0.10817500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -5 7 -6 -8 -10 15 12 13 -12 25 16 18 27 19 22 -21 -22 23 24 -11 26 -15 29 -29 -17
right_child=1 -3 -4 4 6 -7 8 -9 9 10 11 -13 -14 14 -16 17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.4454511606424922e-06 -4.4564989840854771e-05 0.00010793441219489482 -0.00011683561955578626 8.3101287947058513e-07 0.00013473280592734226 0.00011394681518140715 8.2898164728248964e-05 -0.00011849523253732587 -7.5118008715521897e-05 -1.4424966447580975e-05 -6.8188831077632445e-05 -9.9906325740448682e-05 8.4615534962557097e-05 1.2379607287584804e-05 6.3927412265911703e-05 1.1781622185445945e-06 0.0002054866543238115 -0.00012595184700992171 -8.3411308577492963e-05 -5.6524708967723805e-05 3.1919974534585805e-05 0.00019012439599622589 -9.2806269808534136e-05 -6.0038059651244275e-05 9.344100811479924e-05 2.0678459570433461e-05 -6.7046689946437257e-05 -9.2932092170350821e-07 0.00012158120358435554 -7.2284259508235445e-05
leaf_weight=196 23 22 20 21 20 20 20 37 21 33 29 25 22 25 20 2182 22 22 29 24 22 23 20 23 21 32 39 59 20 29
leaf_count=196 23 22 20 21 20 20 20 37 21 33 29 25 22 25 20 2182 22 22 29 24 22 23 20 23 21 32 39 59 20 29
internal_value=0 1.1043e-06 -1.48519e-05 2.89084e-07 6.49798e-07 5.60095e-05 -1.55362e-07 -2.96433e-05 4.53187e-07 -1.48162e-07 4.30437e-07 -1.55139e-05 -2.88028e-06 -1.61555e-05 -3.14717e-06 1.64092e-06 1.87536e-05 3.47578e-08 -2.31376e-06 1.18539e-05 5.38914e-05 0.00011278 -1.80491e-05 1.36834e-06 2.75229e-05 -1.7121e-05 -3.60208e-05 1.24511e-06 3.0086e-05 2.14612e-07
internal_weight=0 2905 216 2883 2860 41 2819 57 2762 2742 2721 192 167 145 116 2529 217 2312 195 166 69 45 97 77 54 96 64 2290 79 2211
internal_count=3121 2905 216 2883 2860 41 2819 57 2762 2742 2721 192 167 145 116 2529 217 2312 195 166 69 45 97 77 54 96 64 2290 79 2211
is_linear=0
shrinkage=0.1


Tree=3681
num_leaves=31
num_cat=0
split_feature=1203 15 1200 1203 1208 1208 1208 1209 1209 42 15 1213 1212 13 13 1213 1213 15 403 1455 13 43 13 12 160 13 16 3 42 49
split_gain=5.35387e-06 1.66345e-05 1.22784e-05 6.9733e-06 4.58281e-06 1.53437e-05 1.3952e-05 7.07297e-06 7.59677e-06 4.62958e-05 5.93268e-06 1.47469e-05 3.94849e-05 2.74354e-05 6.7339e-05 2.23455e-05 1.6104e-05 3.52691e-05 3.17509e-05 2.07419e-05 4.70469e-05 2.76442e-05 0.000111866 5.37789e-05 2.24318e-05 2.25634e-05 2.41173e-05 2.11972e-05 2.33444e-05 1.36443e-05
threshold=0.091650000000000009 0.090455000000000021 0.087860000000000008 0.088730000000000017 0.11332500000000002 0.10233500000000001 0.086590000000000014 -0.087714999999999987 -0.065739999999999979 0.092145000000000019 0.088990000000000014 -0.24064499999999997 -0.089544999999999986 -0.090639999999999984 -0.117405 0.22676500000000002 -0.082994999999999985 0.090325000000000003 0.05728500000000001 -0.065979999999999983 -0.082014999999999991 0.055925000000000009 -0.079969999999999986 0.097825000000000009 -0.52439499999999983 -0.076384999999999995 -0.078844999999999985 -0.065229999999999996 0.091955000000000023 -0.032624999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 -1 9 -9 -10 -12 -13 14 -14 16 -15 -18 19 -19 -21 22 -22 -23 -24 -26 -27 28 -28 -29
right_child=1 -3 -4 -5 -6 -7 -8 8 10 -11 11 12 13 15 -16 -17 17 18 -20 20 21 23 24 -25 25 26 27 29 -30 -31
leaf_value=4.2381198727525775e-05 -5.3803583942681149e-05 9.9270600830178324e-05 4.9918069375313029e-05 -5.5472732049605362e-05 -3.8453556087901122e-05 7.38735157613389e-05 -8.1721764941210579e-05 5.0396295437866896e-05 -2.0050557716277571e-06 -0.00014670680466224442 -5.5056505803032917e-05 0.00014495156521496195 3.090818927375949e-05 7.8962243276237135e-05 -0.00020444627537472118 0.00011436555224174133 0.00011737803545726751 -7.6629143461167561e-05 -0.00012568840162202833 0.00012857115378269116 -0.00023220131062606179 0.00014992209983193466 9.6547093107801629e-05 -3.7892581967753362e-05 -0.00010374210704477655 -9.4136836119105289e-05 1.716229081666381e-05 3.6597292036395116e-05 0.000141341838449686 -6.5057444003140255e-05
leaf_weight=39 25 22 21 23 31 28 21 26 2330 22 33 22 31 32 20 22 26 29 20 31 22 31 24 30 21 20 41 23 24 31
leaf_count=39 25 22 21 23 31 28 21 26 2330 22 33 22 31 32 20 22 26 29 20 31 22 31 24 30 21 20 41 23 24 31
internal_value=0 2.77521e-05 -6.45239e-06 -6.18125e-07 -2.01736e-07 1.93664e-07 -5.00727e-07 7.74567e-08 -4.89306e-07 -3.99426e-05 1.72154e-07 9.68979e-06 1.3963e-05 7.93428e-06 -6.13877e-05 1.6214e-05 1.08823e-05 5.04162e-06 -3.37552e-06 4.10539e-06 1.19621e-05 -1.57677e-06 -1.90864e-05 5.75542e-05 6.3947e-06 -7.12816e-06 7.46819e-06 2.45447e-05 6.30132e-05 -2.17601e-05
internal_weight=0 68 46 3053 3030 2999 2971 2950 2911 48 2863 533 500 478 51 427 405 373 347 327 298 267 206 61 184 160 139 119 65 54
internal_count=3121 68 46 3053 3030 2999 2971 2950 2911 48 2863 533 500 478 51 427 405 373 347 327 298 267 206 61 184 160 139 119 65 54
is_linear=0
shrinkage=0.1


Tree=3682
num_leaves=31
num_cat=0
split_feature=1204 1185 1186 1447 1456 4 16 403 159 1447 45 11 33 47 47 43 9 3 403 131 131 47 148 447 1447 47 12 3 1 15
split_gain=4.97923e-06 6.56859e-06 8.55645e-06 4.66011e-06 3.72453e-05 6.46695e-05 4.42464e-05 2.84071e-05 2.40519e-05 1.24857e-05 5.27402e-06 3.13044e-05 1.49901e-05 7.27817e-06 4.92245e-05 8.43676e-05 3.05324e-05 7.06831e-05 9.14708e-06 1.20149e-05 1.68465e-05 8.90682e-06 7.24776e-06 1.28994e-05 7.22173e-06 6.51612e-06 1.09462e-05 1.22309e-05 8.85476e-06 7.64079e-06
threshold=0.053645000000000005 -0.10973499999999999 -0.092084999999999986 -0.085709999999999995 0.086355000000000015 -0.085594999999999991 -0.015314999999999997 -0.55276999999999987 -0.092414999999999983 -0.084334999999999979 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.094160000000000008 0.099485000000000004 -0.0051099999999999991 0.088235000000000022 -0.13309499999999996 -0.036149999999999995 0.096490000000000006 0.090690000000000007 0.091210000000000013 -0.10069499999999999 0.094580000000000011 -0.083214999999999983 0.10397500000000001 0.089085000000000011 -0.034684999999999994 0.11374000000000002 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -5 -7 -9 11 -11 -13 16 15 -15 21 -18 -16 20 25 22 -14 24 -24 -20 27 -27 -28 -29
right_child=-2 2 3 7 -6 6 -8 9 -10 10 -12 12 13 14 18 -17 17 -19 19 -21 -22 -23 23 -25 -26 26 28 29 -30 -31
leaf_value=-5.7516575107001704e-05 4.0543662665489438e-05 5.4039945110883403e-05 -0.00017304298089584338 -0.00010346620722514301 0.00011174207557900218 3.6758802010202393e-05 0.00015681188479788944 6.4870459830452653e-05 -9.2480234494966382e-05 0.00010863507145936287 -3.8586772453724025e-05 -8.0292746073003707e-05 4.6481747600527374e-05 -2.0727515584439973e-05 6.0503430368044072e-05 0.00025038509193109348 5.4160513979656141e-05 -0.00017884765306613797 -5.9610981524774279e-05 -7.85011193289867e-05 6.681560626020655e-05 6.5450441761640837e-05 -5.7202903775285688e-05 -7.5126930641999945e-05 -8.9296114956216514e-07 5.7605324793651055e-05 -9.6728832941153089e-05 -5.6244015398148738e-05 -2.6291003450751308e-06 1.6738949045702612e-05
leaf_weight=20 30 29 20 27 32 36 20 29 24 26 37 24 31 24 20 22 23 30 27 23 30 20 23 24 2335 37 20 26 20 32
leaf_count=20 30 29 20 27 32 36 20 29 24 26 37 24 31 24 20 22 23 30 27 23 30 20 23 24 2335 37 20 26 20 32
internal_value=0 -3.93508e-07 -2.14915e-08 -5.3687e-07 1.78403e-05 -1.22083e-05 2.80004e-05 -1.37047e-06 -1.49368e-05 -4.14321e-07 -1.07769e-06 -5.85027e-07 -1.60248e-06 -9.19951e-07 1.43348e-05 0.000108935 -2.64424e-06 -7.77309e-05 -4.18275e-06 -1.02001e-05 -2.01817e-06 -1.00856e-06 -1.5594e-06 -2.18463e-06 -1.44221e-06 -1.47652e-05 -5.796e-06 1.2681e-05 -4.9679e-05 -1.59776e-05
internal_weight=0 3091 3071 3042 132 100 80 2910 60 2883 2854 2817 2791 2767 281 46 2486 53 235 215 192 2433 2413 2382 2358 162 135 95 40 58
internal_count=3121 3091 3071 3042 132 100 80 2910 60 2883 2854 2817 2791 2767 281 46 2486 53 235 215 192 2433 2413 2382 2358 162 135 95 40 58
is_linear=0
shrinkage=0.1


Tree=3683
num_leaves=31
num_cat=0
split_feature=1443 1443 132 1185 43 12 1446 52 481 12 160 15 481 1453 1453 158 3 158 1 121 158 154 474 157 475 475 157 15 475 158
split_gain=4.46647e-06 1.01804e-05 4.66865e-06 2.72999e-05 1.09624e-05 1.30624e-05 4.928e-06 2.3576e-05 4.50551e-06 3.29034e-05 5.45805e-05 1.63073e-05 1.29438e-05 9.92147e-06 8.86713e-06 7.35829e-06 1.38445e-05 2.11941e-05 8.84843e-06 1.53632e-05 1.15593e-05 1.06806e-05 9.33082e-06 9.4512e-06 9.17825e-06 1.35427e-05 5.01339e-05 7.83075e-05 2.51938e-05 8.32508e-06
threshold=0.092480000000000021 0.088675000000000018 -0.083174999999999985 -0.083264999999999992 -0.010739999999999998 0.087385000000000004 0.10324000000000001 0.008405000000000001 -0.087424999999999989 0.090840000000000018 -0.014214999999999998 -0.008624999999999999 -0.085629999999999984 -0.085794999999999982 -0.079499999999999987 0.11245500000000001 -0.078244999999999995 0.13270500000000005 0.16540500000000002 -0.094339999999999993 0.107145 1.0000000180025095e-35 -0.26322499999999993 0.23903500000000003 -0.10664 -0.085719999999999977 -0.086394999999999986 -0.015039999999999998 -0.084894999999999984 0.10368000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 8 -8 9 10 -5 -12 -10 -14 -15 18 -17 -18 19 -16 21 22 -21 24 -24 26 -26 -28 -27 -30
right_child=-2 -3 3 6 -6 -7 7 -9 12 -11 11 -13 13 14 15 16 17 -19 -20 20 -22 -23 23 -25 25 28 27 -29 29 -31
leaf_value=-5.1733858961834698e-06 4.1274215485687967e-05 -6.2657734969644274e-05 0.00011486392123472235 -0.00016589435081523673 -2.5584589009626641e-06 -0.00011295427727666473 -4.8234385654463306e-05 9.1932096360583927e-05 6.3826365931163309e-05 9.0978728676418543e-05 -4.7519899297705189e-05 7.5678256323705943e-05 -6.8618298696708819e-05 5.0388270915878563e-05 -7.958934705432816e-05 2.2857306659581675e-05 -0.00014303484571428273 8.0362300477212383e-07 6.3732126661555165e-05 -5.5097302338840708e-05 5.9594764225108305e-05 7.2792154787748595e-05 -6.2065230228351231e-05 6.0082907461597089e-05 0.00017752122444107956 -0.00010779079139782962 -0.00015958468824724801 8.4675178125865266e-05 4.6067138410745121e-07 -5.1721304959257054e-05
leaf_weight=23 26 26 21 27 176 22 21 28 32 20 21 22 21 35 24 27 20 21 22 31 33 20 24 26 20 22 21 35 2223 31
leaf_count=23 26 26 21 27 176 22 21 28 32 20 21 22 21 35 24 27 20 21 22 31 33 20 24 26 20 22 21 35 2223 31
internal_value=0 -3.46736e-07 1.81151e-07 1.26763e-06 -1.38202e-05 -5.78663e-05 4.23799e-07 3.18607e-05 -1.30704e-07 -2.21397e-05 -5.44592e-05 1.55117e-05 6.06203e-07 -1.55486e-07 3.90138e-07 -2.82914e-07 -3.27452e-05 -6.93615e-05 5.88901e-07 3.54548e-08 8.04158e-07 1.32526e-08 -5.85012e-07 1.18519e-07 -5.37657e-07 9.01751e-08 4.16155e-05 -6.92227e-06 -1.29643e-06 -2.57004e-07
internal_weight=0 3095 3069 2848 221 45 2827 49 2778 90 70 43 2688 2656 2635 2600 68 41 2532 2510 2486 2453 2433 2402 2376 2352 76 56 2276 2254
internal_count=3121 3095 3069 2848 221 45 2827 49 2778 90 70 43 2688 2656 2635 2600 68 41 2532 2510 2486 2453 2433 2402 2376 2352 76 56 2276 2254
is_linear=0
shrinkage=0.1


Tree=3684
num_leaves=31
num_cat=0
split_feature=400 132 43 403 13 15 400 400 394 401 12 12 1213 133 402 131 482 483 482 482 1 482 43 43 482 50 133 3 157 0
split_gain=4.35933e-06 7.22973e-05 0.000231577 0.000145881 2.46387e-05 2.01225e-05 1.01505e-05 4.77342e-06 4.2881e-06 4.99449e-06 2.77311e-05 4.86756e-05 3.25852e-05 1.54181e-05 7.37443e-06 7.8215e-06 1.14288e-05 6.14683e-06 8.89619e-06 8.59566e-06 3.25465e-05 3.00814e-05 3.45505e-05 1.59205e-05 1.58997e-05 7.38051e-06 2.33601e-05 3.02552e-05 1.00384e-05 8.08571e-06
threshold=-0.082199999999999981 -0.083284999999999984 -0.011694999999999999 -0.075504999999999975 -0.0065549999999999992 0.084655000000000022 -0.077959999999999988 -0.064794999999999978 -0.14580499999999996 -1.0000000180025095e-35 0.097325000000000009 0.096210000000000004 -0.053734999999999998 0.50628500000000021 -0.22710999999999995 0.11863000000000001 0.12191 0.12104500000000001 0.11271500000000002 0.098465000000000011 0.16540500000000002 0.089745000000000005 -0.079734999999999986 -0.077044999999999988 0.087425000000000017 -0.099524999999999988 0.090665000000000009 -0.078084999999999988 0.63604500000000008 0.12411500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -4 -2 -8 -9 10 11 -10 -12 14 -11 16 17 18 19 20 21 24 -23 -21 25 26 27 -16 29 -27
right_child=6 3 5 -5 -6 -7 7 8 9 13 12 -13 -14 -15 15 -17 -18 -19 -20 23 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00037681270891880563 -6.5592978853601383e-05 0.00011723484982543266 2.9368615181620923e-05 -0.00027603417201178327 -2.4182856298336579e-05 -9.5682304270832742e-05 4.4120226236069969e-05 -3.892192044390711e-05 1.5500900592367263e-05 -5.945918251416602e-05 -5.2932762009731967e-05 -0.00018919460916159942 0.00012758103464875604 6.2891370413499547e-05 -8.6307106427669234e-05 -4.9921055746850589e-05 7.0787264817424688e-05 -3.9416273476980194e-05 6.1181732174494152e-05 -0.00010906947433113601 0.0001142793408362195 -0.00017938096618308919 -3.0419539925787834e-06 1.710710226689116e-05 8.0423709703609343e-05 -1.4096133184018659e-06 0.00011287953631532826 5.2258455089031496e-05 -7.1323933443636644e-05 2.7366092158712595e-05
leaf_weight=20 24 22 31 21 28 22 24 29 26 21 20 21 20 39 26 31 23 39 24 20 25 20 25 20 25 2289 24 40 20 102
leaf_count=20 24 22 31 21 28 22 24 29 26 21 20 21 20 39 26 31 23 39 24 20 25 20 25 20 25 2289 24 40 20 102
internal_value=0 1.69931e-05 8.68722e-05 -5.48545e-05 3.80409e-05 -2.25393e-05 -8.21967e-07 -2.95552e-07 -6.59492e-07 -2.76867e-07 -2.38747e-05 -7.59588e-05 3.73241e-05 4.52962e-07 -4.24867e-07 2.54494e-08 5.94274e-07 -3.88747e-09 5.73963e-07 2.21475e-08 7.30982e-07 -3.73145e-07 -8.14148e-05 -4.59812e-05 1.07059e-06 2.77377e-07 2.8394e-05 -2.32798e-06 -7.72187e-07 -1.82042e-07
internal_weight=0 144 73 71 50 53 2977 2953 2929 2900 87 47 40 2813 2774 2753 2722 2699 2660 2636 2596 2571 45 40 2526 2501 90 66 2411 2391
internal_count=3121 144 73 71 50 53 2977 2953 2929 2900 87 47 40 2813 2774 2753 2722 2699 2660 2636 2596 2571 45 40 2526 2501 90 66 2411 2391
is_linear=0
shrinkage=0.1


Tree=3685
num_leaves=31
num_cat=0
split_feature=132 399 1203 393 15 15 133 401 1213 1455 0 52 1446 13 4 15 16 16 13 401 401 1209 13 1209 480 484 484 43 1453 160
split_gain=5.27387e-06 2.36578e-05 1.85946e-05 6.28238e-06 5.11782e-06 2.46074e-05 1.58463e-05 3.00466e-05 1.81869e-05 2.11887e-05 2.76842e-05 3.30071e-05 2.25463e-05 4.15288e-05 6.2119e-05 4.23386e-05 3.24966e-05 1.80282e-05 1.74477e-05 1.12541e-05 1.10508e-05 1.76929e-05 4.43089e-05 1.42125e-05 6.72417e-06 7.99853e-06 1.12507e-05 1.85975e-05 7.84456e-06 7.99393e-06
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.10992000000000002 0.095175000000000023 0.096055000000000015 0.51314000000000015 -0.13200999999999999 -0.082994999999999985 -0.065979999999999983 -0.070499999999999993 0.10263500000000002 0.037915000000000011 -0.081224999999999978 0.024790000000000003 0.11773500000000002 -0.022939999999999999 0.057265000000000003 -0.036034999999999991 0.13485500000000003 0.11769000000000002 -0.085894999999999985 -0.064619999999999983 -0.077594999999999983 -0.079679999999999987 -0.50340999999999991 -0.23687999999999995 -0.077044999999999988 0.08154500000000002 0.10908000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 19 -6 7 -7 -9 -10 12 18 13 14 -11 16 -15 -17 -12 20 21 22 -2 -23 -25 -26 27 -27 29 -28
right_child=1 -3 -4 -5 5 6 -8 8 9 10 11 -13 -14 15 -16 17 -18 -19 -20 -21 -22 23 -24 24 25 26 28 -29 -30 -31
leaf_value=-5.7027739224079649e-06 4.0185829648180514e-05 7.9506494330416899e-05 -0.0001069253899549949 -5.5768537713447585e-05 0.00011663625967533638 0.00012955848280398643 -7.5050987399426174e-05 9.5071157475103986e-05 -8.7838685700531913e-05 -0.00019450317871815061 7.5124537033843808e-05 -0.00011103573531334012 0.00012262540457532337 0.00021988307807646381 5.4733717770432126e-05 -5.2082866155119111e-05 3.9615025416424037e-05 6.6441243775660123e-05 -3.6237605886794077e-05 -7.2351883136434478e-05 6.4338978476231347e-05 7.8143218896635207e-05 -0.00016779006069728419 -4.0030163667282514e-05 -6.1559194190998647e-05 -1.665983676502947e-05 -1.5551820072259172e-07 0.00011807970965622059 5.636561136270757e-05 -3.8418292225677376e-05
leaf_weight=196 20 38 20 20 21 20 23 20 27 20 24 37 23 20 20 33 20 21 34 22 26 23 21 43 21 20 2187 21 24 56
leaf_count=196 20 38 20 20 21 20 23 20 27 20 24 37 23 20 20 33 20 21 34 22 26 23 21 43 21 20 2187 21 24 56
internal_value=0 1.12091e-06 -1.50752e-05 8.19684e-08 4.74315e-07 1.15653e-05 5.1136e-06 1.08935e-05 2.95604e-06 -3.6472e-06 5.37332e-06 -3.72359e-05 3.1156e-05 1.5456e-05 -6.98847e-05 5.17712e-05 0.000129749 -5.99016e-06 9.84328e-06 -1.14647e-06 -5.10194e-07 -1.20234e-06 -6.63384e-05 -8.72805e-08 -8.45839e-07 -1.22385e-07 4.36616e-07 5.23531e-05 -5.02324e-07 -1.11081e-06
internal_weight=0 2905 216 2867 2847 363 342 319 299 279 252 95 157 134 40 94 40 54 58 2484 2462 2436 41 2395 2372 2329 2308 41 2267 2243
internal_count=3121 2905 216 2867 2847 363 342 319 299 279 252 95 157 134 40 94 40 54 58 2484 2462 2436 41 2395 2372 2329 2308 41 2267 2243
is_linear=0
shrinkage=0.1


Tree=3686
num_leaves=31
num_cat=0
split_feature=1203 15 1200 1185 1211 1213 12 133 1212 1211 402 402 402 1213 12 403 402 390 402 43 401 15 15 131 13 0 2 15 133 128
split_gain=4.85741e-06 1.49282e-05 1.0855e-05 7.74902e-06 4.44982e-06 6.6255e-06 1.77699e-05 1.3156e-05 8.03928e-06 1.48355e-05 7.85263e-06 1.11588e-05 5.70881e-06 5.27825e-05 5.31961e-05 2.56808e-05 1.19725e-05 1.70102e-05 1.24409e-05 5.82423e-06 5.60572e-06 6.78772e-06 1.79437e-05 2.06105e-05 2.90087e-05 1.09279e-05 1.67529e-05 7.35881e-06 2.47865e-05 1.02002e-05
threshold=0.091650000000000009 0.090455000000000021 0.087860000000000008 -0.089384999999999978 0.12711000000000003 0.12389500000000002 0.091840000000000019 0.10397500000000001 0.11796000000000001 0.10326000000000002 -0.45015499999999992 -0.41596499999999997 0.11174500000000002 -0.084954999999999989 0.091840000000000019 0.31372000000000005 0.10708500000000001 0.089065000000000019 0.10306000000000001 -0.0037449999999999996 -0.099524999999999988 0.11461000000000002 0.11773500000000002 0.09055500000000001 -0.080759999999999985 -0.079829999999999998 0.10005000000000001 0.10347000000000002 0.087985000000000022 0.11976500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 8 7 -7 9 10 -5 -12 16 15 -15 -14 17 18 20 -17 -13 27 -23 24 -24 -26 -27 29 -29 -22
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 11 12 13 14 -16 19 -18 -19 -20 -21 21 22 23 -25 25 26 -28 28 -30 -31
leaf_value=-5.1161745165397113e-05 -5.049070183304139e-05 9.4185338519475249e-05 4.7033779342850076e-05 -5.0555060126146513e-05 -4.1278505579192342e-05 -5.5003835844521148e-05 0.00010498469716615298 5.4812883472550308e-05 -4.675299852671152e-05 7.8452695760233837e-05 7.2673932334596652e-05 -4.7278442679271397e-05 0.00012548889315526358 -0.00020810344476558386 7.1756364790913231e-06 -4.0548531425883996e-05 6.5482835991913045e-05 -8.9895413908553095e-05 7.7124531916134798e-05 2.999979657674472e-05 -7.8832736608341844e-07 8.8508957114461214e-05 0.00011815645375463647 -8.9545643750170721e-05 -5.3653791086793311e-05 8.8643542105935267e-05 -2.2119871334780328e-05 1.1952673442563635e-05 -0.00012622228099644418 6.9214042533920821e-05
leaf_weight=30 25 22 21 31 26 24 22 20 37 24 21 25 21 24 22 25 28 21 21 22 2367 31 24 20 31 22 36 37 20 21
leaf_count=30 25 22 21 31 26 24 22 20 37 24 21 25 21 24 22 25 28 21 21 22 2367 31 24 20 31 22 36 37 20 21
internal_value=0 2.64341e-05 -5.96866e-06 -5.88763e-07 -8.68808e-08 2.70471e-07 3.16035e-05 -5.08715e-06 -4.35083e-07 1.57095e-07 -4.97642e-07 4.8952e-08 -4.92256e-07 -2.24129e-05 -0.000105144 3.35522e-05 4.31913e-07 -2.4874e-07 4.6033e-07 -7.52591e-06 -1.50888e-07 3.00698e-07 1.99951e-05 4.02569e-06 2.0587e-05 -5.72388e-06 1.98938e-05 -1.02032e-06 -3.65298e-05 -1.72729e-07
internal_weight=0 68 46 3053 3023 2997 66 44 2931 2894 2870 2839 2818 114 46 68 2704 2676 2655 47 2634 2609 164 133 113 89 58 2445 57 2388
internal_count=3121 68 46 3053 3023 2997 66 44 2931 2894 2870 2839 2818 114 46 68 2704 2676 2655 47 2634 2609 164 133 113 89 58 2445 57 2388
is_linear=0
shrinkage=0.1


Tree=3687
num_leaves=31
num_cat=0
split_feature=402 401 1209 13 1209 132 132 1203 43 4 42 42 13 49 52 1209 159 484 15 2 2 2 12 158 475 1 133 1456 484 49
split_gain=5.05745e-06 5.79929e-06 5.82631e-06 1.62071e-05 1.14714e-05 5.06538e-06 2.12871e-05 1.45352e-05 4.64308e-06 6.33692e-06 8.60328e-06 7.69923e-06 8.80946e-06 1.54238e-05 1.76344e-05 4.52514e-06 4.44789e-06 1.76031e-05 5.0738e-05 4.20999e-05 2.1458e-05 4.95106e-05 4.16576e-05 4.0785e-05 6.07583e-05 1.57815e-05 1.95292e-05 2.43479e-05 2.29995e-05 2.1167e-05
threshold=0.31278000000000006 0.13699500000000003 -0.085894999999999985 -0.064619999999999983 -0.077594999999999983 -0.083449999999999983 -0.076764999999999986 0.089480000000000018 -0.015774999999999994 -0.068329999999999988 -0.015274999999999999 -0.074124999999999983 -0.051094999999999995 0.09567500000000001 0.089325000000000015 -0.025744999999999997 0.03981500000000001 0.10126500000000001 -0.56020999999999987 0.17760500000000004 0.083795000000000022 0.085105000000000014 0.091625000000000012 0.088535000000000016 -1.0000000180025095e-35 0.111945 0.085355000000000014 0.056145000000000007 0.085790000000000019 0.087520000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 8 -6 10 -10 -11 -13 14 -14 -8 -17 18 -18 20 22 -22 23 24 -20 26 28 29 -23 -28
right_child=-2 -3 4 -5 5 6 15 -9 9 11 -12 12 13 -15 -16 16 17 -19 19 -21 21 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.8918366758778296e-05 4.8909140639894067e-05 -5.1491189085275187e-05 6.6719819173718302e-05 -9.7702309523645613e-05 -4.486345192331269e-05 9.4911411239687973e-05 -4.2908080528529052e-05 -9.6039878553710881e-05 5.9854193805773377e-05 4.19905405578902e-05 -2.0877664262157354e-05 2.3665288492338733e-05 5.0537164009835004e-05 -0.00011658395366490976 -7.7575960191704021e-05 2.6285944443443336e-06 0.00013555688108317555 -8.3380491221383832e-05 -2.5450088469369805e-05 -0.0001490471054716008 0.00014377724878431765 -1.5706347491423482e-05 6.140045835698922e-05 1.0675534079685652e-05 -0.00025046539858522012 4.6996385338749159e-05 0.00014075770811056525 -4.0581194905136162e-05 -0.00011586346542268683 1.462806758354418e-06
leaf_weight=26 21 22 26 22 27 24 24 20 33 20 22 25 22 21 21 2234 25 29 24 21 25 152 28 30 24 53 24 29 27 20
leaf_count=26 21 22 26 22 27 24 24 20 33 20 22 25 22 21 21 2234 25 29 24 21 25 152 28 30 24 53 24 29 27 20
internal_value=0 -3.31316e-07 3.43492e-08 -3.45328e-05 5.81947e-07 9.51559e-09 1.13817e-06 -1.49305e-05 -6.43733e-06 -1.11084e-07 2.75615e-05 -1.40743e-05 -2.66731e-05 -4.63366e-05 -1.20297e-05 3.25403e-07 7.034e-07 -7.7132e-06 -3.16061e-06 -1.07491e-05 -4.08795e-06 8.4853e-06 -4.32311e-05 -8.07911e-05 -0.000137958 -2.60421e-06 -1.30361e-05 3.0556e-05 -3.08138e-05 7.74418e-05
internal_weight=0 3100 3078 48 3030 3004 2793 211 191 164 55 109 89 64 43 2769 2745 511 482 457 436 330 106 78 48 305 252 73 179 44
internal_count=3121 3100 3078 48 3030 3004 2793 211 191 164 55 109 89 64 43 2769 2745 511 482 457 436 330 106 78 48 305 252 73 179 44
is_linear=0
shrinkage=0.1


Tree=3688
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 43 4 12 400 133 394 1210 3 1210 1212 13 13 1212 3 1213 52 1210 1210 4 1213 43 1213 1213 401 402 133
split_gain=4.44006e-06 0.000144023 7.53342e-05 1.90868e-05 4.62122e-06 4.58901e-06 5.26616e-06 5.9715e-06 4.36059e-06 9.77033e-06 4.30163e-06 3.01344e-05 8.36476e-06 6.70143e-06 2.03972e-05 2.64651e-05 1.73325e-05 1.09455e-05 5.54639e-06 2.75318e-05 1.27433e-05 2.13221e-05 1.04425e-05 8.05497e-06 2.64788e-05 2.26928e-05 2.00817e-05 1.14801e-05 4.72112e-05 1.12071e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.015774999999999994 0.11275500000000001 0.10911500000000002 1.0000000180025095e-35 -0.085499999999999979 -0.0074349999999999998 -0.13847499999999999 -0.082404999999999992 -0.090569999999999998 -0.088629999999999987 -0.095304999999999987 -0.087404999999999997 -0.068509999999999988 -0.078244999999999995 -0.090324999999999989 0.085540000000000019 -0.079504999999999978 -0.065104999999999982 -0.079164999999999985 -0.060974999999999994 -0.013024999999999998 -0.086179999999999993 -0.021674999999999996 -1.0000000180025095e-35 -0.45015499999999992 0.50628500000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 8 -6 -10 11 -4 -12 14 -14 -16 -15 -17 19 22 -20 -22 -18 24 -23 -26 -25 28 -28 -29
right_child=2 -3 10 -5 5 -7 -8 -9 9 -11 12 -13 13 16 15 17 18 -19 20 -21 21 23 -24 26 25 -27 27 29 -30 -31
leaf_value=-4.0377107857407457e-05 -0.00018538155861526982 0.00026274019087612119 9.1782095775918361e-05 -0.00010530512492550771 -1.3368477016229009e-05 -3.6584919586818179e-05 4.6345327849518405e-05 -4.4383308793681948e-05 -1.3264908875498805e-05 8.5580048034898952e-05 -6.1621713402101633e-05 -4.7942005190195451e-05 5.7903838322090448e-05 7.2271340864330454e-05 -0.00011784075295508956 -5.2467372445570273e-05 -6.729087472194806e-05 3.0084094521498628e-05 -5.7111087237269833e-05 0.00010607504942267302 0.00010083494639513361 5.6250443278258899e-05 2.440306770949974e-05 9.3714407273143058e-05 2.6775000451704856e-07 -0.00012212987362131985 -0.00014181978910164617 -1.4780655982610637e-07 6.4311366295441991e-05 5.1976554476866675e-05
leaf_weight=27 22 21 33 20 32 23 33 23 20 20 22 29 25 34 32 29 23 36 39 28 21 25 27 23 28 33 25 2306 20 42
leaf_count=27 22 21 33 20 32 23 33 23 20 20 22 29 25 34 32 29 23 36 39 28 21 25 27 23 28 33 25 2306 20 42
internal_value=0 1.37301e-05 -1.03614e-06 -1.268e-05 -2.27272e-06 4.54065e-06 1.19304e-05 -2.42588e-08 1.4146e-05 3.61576e-05 3.72052e-07 2.64273e-05 -2.012e-07 2.8208e-07 -2.2638e-05 -4.33962e-05 1.3278e-06 -6.74656e-06 4.14131e-07 2.66833e-05 -3.85632e-07 4.91218e-07 -1.77761e-05 -3.50995e-07 -3.04247e-05 -6.59474e-05 7.1951e-07 -1.74298e-07 -5.02059e-05 7.84571e-07
internal_weight=0 219 2902 198 178 151 128 95 72 40 2880 62 2818 2796 122 97 2674 65 2640 78 2562 2523 50 2502 86 61 2416 2393 45 2348
internal_count=3121 219 2902 198 178 151 128 95 72 40 2880 62 2818 2796 122 97 2674 65 2640 78 2562 2523 50 2502 86 61 2416 2393 45 2348
is_linear=0
shrinkage=0.1


Tree=3689
num_leaves=31
num_cat=0
split_feature=132 1185 43 12 402 1212 402 401 1210 1210 1212 43 1212 42 52 1213 52 1210 1210 42 2 42 401 52 402 1210 2 2 2 4
split_gain=4.26408e-06 2.93766e-05 1.49918e-05 1.06899e-05 3.97504e-06 5.23356e-06 4.4162e-06 8.68225e-06 4.8363e-06 6.78825e-06 7.64147e-06 3.23693e-05 2.26151e-05 1.81931e-05 2.04484e-05 7.26117e-06 1.52019e-05 1.03119e-05 1.72807e-05 5.86861e-06 2.00057e-05 3.5623e-05 8.05198e-06 5.485e-05 8.53638e-06 7.43021e-06 6.76162e-06 4.19539e-05 2.30727e-05 4.72949e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.010739999999999998 0.087385000000000004 0.31278000000000006 0.15049500000000002 0.13597000000000001 0.12053500000000002 -0.13847499999999999 -0.090569999999999998 -0.087464999999999987 -0.0047449999999999992 -0.069964999999999986 0.090690000000000007 0.086450000000000013 -0.090324999999999989 0.081010000000000013 -0.079504999999999978 -0.065104999999999982 0.120215 0.094215000000000007 0.13800000000000004 -1.0000000180025095e-35 0.10263500000000002 -0.42072999999999994 0.10799000000000002 0.088125000000000023 0.08839000000000001 0.087545000000000026 -0.0086549999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 -3 -10 11 -11 -12 14 -13 16 -14 -17 -19 22 -21 -22 23 -20 -24 26 28 -28 -26 -30
right_child=1 4 -4 -5 -6 -7 -8 -9 9 10 12 13 15 -15 -16 17 -18 18 19 20 21 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=-1.7227323184235266e-05 0.00011886829289280634 4.4951399104320444e-05 -2.5415999829995389e-07 -0.00011473043740062911 4.3511151480266736e-05 -4.9893520744739191e-05 3.5514184570014809e-05 -6.4286328519561463e-05 -5.5459543794065467e-05 -0.00011566319583615606 0.00010725311476562639 0.00011929996599931094 -1.1636267711429883e-05 -6.3726072486050805e-05 -1.5820498932347014e-05 -5.1400181240378285e-05 8.0405185059027971e-05 9.0751450659895671e-05 4.2360847058289715e-05 -3.86732714261078e-05 0.00015575991337359681 3.3380562893833722e-06 5.5435489102146005e-05 -0.00016148475015969862 1.3234645222230928e-06 -5.8958417073220267e-05 -0.00014568285731088724 -3.1288454521404729e-06 0.00012850592855621863 -3.5888924036650377e-05
leaf_weight=23 21 24 177 22 21 21 35 21 22 29 20 21 38 22 24 39 34 21 33 35 23 46 27 22 964 22 21 1221 42 30
leaf_count=23 21 24 177 22 21 21 35 21 22 29 20 21 38 22 24 39 34 21 33 35 23 46 27 22 964 22 21 1221 42 30
internal_value=0 1.02286e-06 -1.33571e-05 -6.48955e-05 1.62972e-07 -1.55653e-07 2.12646e-07 -2.28466e-07 2.55424e-07 -1.338e-07 3.11396e-07 -2.74021e-05 1.31992e-06 1.08005e-05 4.72357e-05 5.10654e-07 3.18278e-05 -3.74982e-07 4.18788e-07 -3.44279e-07 2.29083e-05 5.41453e-05 -1.35951e-06 -3.91774e-05 -4.65658e-07 -1.12189e-06 -5.63327e-07 -5.53918e-06 5.40193e-06 6.00081e-05
internal_weight=0 2899 222 45 2878 2857 2836 2801 2780 2756 2734 96 2638 67 45 2618 72 2546 2507 2486 104 69 2382 55 2327 2300 2278 1242 1036 72
internal_count=3121 2899 222 45 2878 2857 2836 2801 2780 2756 2734 96 2638 67 45 2618 72 2546 2507 2486 104 69 2382 55 2327 2300 2278 1242 1036 72
is_linear=0
shrinkage=0.1


Tree=3690
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 158 1212 483 16 1452 1456 483 15 1456 2 0 13 13 484 1456 51 157 154 1456 1456 50 50 16 472 475 156
split_gain=4.39386e-06 0.000136184 7.18092e-05 2.11376e-05 4.11615e-06 1.94038e-05 1.86461e-05 1.08507e-05 2.31062e-05 1.69635e-05 1.12125e-05 1.04727e-05 7.11128e-06 3.0247e-05 2.06389e-05 1.5558e-05 1.43946e-05 1.15458e-05 6.95958e-06 7.20134e-06 1.62358e-05 8.74975e-06 1.62748e-05 1.19191e-05 8.42184e-06 7.83818e-06 1.88071e-05 8.55554e-06 2.18157e-05 1.23845e-05
threshold=-0.083284999999999984 0.097510000000000013 0.11233000000000001 0.089480000000000018 0.10380000000000002 0.087615000000000012 0.096720000000000014 -0.14158499999999996 0.086765000000000023 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.067579999999999987 -0.077944999999999987 0.088555000000000009 -0.084384999999999988 -0.077799999999999994 -0.086134999999999975 -0.0087999999999999988 -0.011624999999999998 -0.44986999999999994 0.63334000000000013 0.085530000000000009 0.11510000000000002 0.10795500000000001 0.14101500000000003 -0.23848499999999997 0.63167000000000006 -0.080079999999999998 -0.082449999999999982 0.12734000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 12 6 7 10 9 -9 -6 -11 13 14 16 17 -2 -15 -14 -20 21 22 23 24 25 -21 27 28 -27 -29
right_child=2 -3 -4 -5 5 -7 -8 8 -10 11 -12 -13 18 15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-1.6828898216032431e-06 8.7456294789697736e-05 0.00024963143473128601 -0.00018101151984989305 -0.00011014038140274353 -3.190560619259486e-06 -9.5919654209865264e-05 8.2170890675075978e-05 9.4297467381289211e-05 -8.7912720725095525e-05 5.1985459476782134e-05 -9.6130327545796288e-05 -4.1434320543582241e-05 -4.2393509092538524e-05 -0.00011415421417041218 0.00014005679387572365 3.1591757193122509e-05 -2.1148027064135443e-05 -1.5390729684691779e-05 -5.9035495141870348e-05 6.3707471290399561e-05 8.3060714086968804e-05 -6.5463023329357387e-05 8.4671001810499521e-05 -7.6726179295292247e-05 -6.0788816447463688e-05 -7.1815042045070892e-06 -8.2138989980901704e-05 1.6561655880456343e-06 0.00012106950383722073 -6.647979190111746e-05
leaf_weight=177 23 22 22 20 25 25 23 27 21 20 27 30 38 20 26 35 26 29 20 20 24 20 23 20 22 36 27 2225 21 27
leaf_count=177 23 22 22 20 25 25 23 27 21 20 27 30 38 20 26 35 26 29 20 20 24 20 23 20 22 36 27 2225 21 27
internal_value=0 1.36585e-05 -1.03074e-06 -1.26938e-05 3.44113e-07 -1.35697e-05 -1.66941e-06 -1.45249e-05 5.06678e-06 3.04248e-05 -5.14477e-05 -4.06641e-06 1.37131e-06 2.18831e-05 6.80416e-05 -1.93298e-05 2.98295e-05 -5.57024e-05 7.86465e-08 7.2812e-07 1.21302e-06 4.08288e-07 9.52454e-07 1.49482e-07 7.9604e-07 1.37111e-06 8.37409e-07 1.80768e-06 4.00689e-05 8.3926e-07
internal_weight=0 219 2902 197 2880 198 173 150 98 77 52 50 2682 159 75 84 49 49 2523 2485 2465 2441 2421 2398 2378 2356 2336 2309 57 2252
internal_count=3121 219 2902 197 2880 198 173 150 98 77 52 50 2682 159 75 84 49 49 2523 2485 2465 2441 2421 2398 2378 2356 2336 2309 57 2252
is_linear=0
shrinkage=0.1


Tree=3691
num_leaves=31
num_cat=0
split_feature=15 132 1204 15 3 15 15 12 131 52 131 1443 479 159 50 50 401 0 52 42 133 4 3 15 1210 52 52 403 13 52
split_gain=4.24462e-06 0.000114388 0.000144615 1.39566e-05 5.35349e-05 1.33037e-05 1.19875e-05 3.80089e-05 1.08996e-05 2.05251e-05 2.29284e-05 2.76408e-05 1.62742e-05 2.29803e-05 1.23895e-05 1.8004e-05 1.40479e-05 2.49948e-05 5.00097e-05 3.33751e-05 2.49466e-05 2.05846e-05 9.34311e-06 8.98019e-06 9.8559e-06 7.85492e-06 4.27647e-05 1.99682e-05 8.30367e-05 4.64623e-05
threshold=0.091650000000000023 -0.083284999999999984 -1.0000000180025095e-35 0.090750000000000011 -0.083489999999999995 0.092400000000000024 0.089740000000000014 0.089885000000000007 0.11863000000000001 0.51358000000000004 0.08956500000000002 1.0000000180025095e-35 0.097110000000000016 -0.023324999999999995 0.11700000000000001 0.10352000000000001 -0.06959499999999999 -0.070889999999999995 0.098380000000000009 0.091735000000000025 -0.0097699999999999992 -0.078439999999999996 -0.089819999999999983 0.089485000000000023 -0.094799999999999982 0.084505000000000011 0.085310000000000011 -0.012799999999999999 -0.087074999999999986 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 -5 -4 23 -8 9 10 11 12 13 -7 15 16 -15 19 21 20 -18 -19 -22 24 -1 -26 -27 28 -28 -29
right_child=1 2 5 4 -6 8 7 -9 -10 -11 -12 -13 -14 14 -16 -17 17 18 -20 -21 22 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=5.0176354892067362e-05 0.00020863426020191079 -0.00026614163321937669 7.3003728272548569e-05 4.0308517089635224e-05 -0.00017436130174679595 9.4428509092486589e-05 -5.7276854534972119e-05 0.00011141187314933632 -6.4445110166905746e-05 9.3760082644131715e-05 -9.0635579137597242e-05 0.00010568509829614346 -8.2675374142127114e-05 6.1871500961828015e-05 6.9618867068625567e-05 -9.9658819308388061e-05 -0.00011058671703462356 -6.0989730296309322e-05 -0.00017867809814481957 9.9981544299225798e-05 6.5994895577086536e-05 6.3852198305539793e-05 -1.2967372585567214e-05 -6.2514514835735707e-05 1.7061619582412569e-06 -0.00011698221783262852 -0.00019814475760470557 6.9951440841380295e-05 -6.3293519788894854e-06 -9.5670444992819838e-06
leaf_weight=37 27 20 30 26 21 27 22 34 22 26 25 27 22 31 22 20 21 28 23 35 23 25 43 24 1770 36 26 92 171 365
leaf_count=37 27 20 30 26 21 27 22 34 22 26 25 27 22 31 22 20 21 28 23 35 23 25 43 24 1770 36 26 92 171 365
internal_value=0 8.47377e-06 -3.02481e-06 -1.60497e-06 -5.56078e-05 8.66927e-06 -6.20056e-07 4.51413e-05 4.07395e-06 7.86144e-06 1.85777e-06 8.52155e-06 3.2338e-07 6.4508e-06 -2.3145e-06 -8.67006e-06 -7.23444e-07 -1.05237e-05 -5.55395e-05 1.7519e-05 -1.56556e-05 -2.10203e-06 1.45498e-05 -1.63657e-06 -1.05144e-06 -1.82194e-06 -1.08723e-05 -5.03138e-06 -3.16451e-05 6.44105e-06
internal_weight=0 497 470 2624 47 450 2577 56 420 398 372 347 320 298 271 249 229 198 76 122 87 53 66 2521 2497 2460 690 654 197 457
internal_count=3121 497 470 2624 47 450 2577 56 420 398 372 347 320 298 271 249 229 198 76 122 87 53 66 2521 2497 2460 690 654 197 457
is_linear=0
shrinkage=0.1


Tree=3692
num_leaves=31
num_cat=0
split_feature=132 394 1203 15 15 133 401 1213 1455 2 1 42 12 2 0 3 15 4 131 1212 12 15 1429 3 3 0 12 43 3 133
split_gain=5.68159e-06 2.50934e-05 1.64079e-05 4.59729e-06 1.99774e-05 1.19236e-05 2.63246e-05 1.62615e-05 1.77017e-05 2.16442e-05 2.54123e-05 7.75453e-05 3.07905e-05 2.24888e-05 1.16228e-05 1.75254e-05 1.05611e-05 1.01869e-05 7.62046e-06 1.12475e-05 5.83261e-06 3.45356e-05 3.05072e-05 2.57252e-05 2.65449e-05 2.42412e-05 2.10546e-05 9.37969e-05 2.09376e-05 2.55655e-05
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.095175000000000023 0.096055000000000015 0.51314000000000015 -0.06959499999999999 -0.082994999999999985 -0.065979999999999983 0.093320000000000014 0.092390000000000014 0.090545000000000014 0.089300000000000004 0.098035000000000011 -0.063634999999999983 -0.055119999999999995 0.093575000000000019 0.010840000000000001 0.13695500000000002 0.12799000000000002 0.09334000000000002 0.090455000000000021 -0.067934999999999982 -0.08824499999999999 -0.095524999999999985 -0.046359999999999991 0.092355000000000007 -0.043144999999999996 -0.075359999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 16 -5 6 -6 -8 -9 10 12 -12 -10 -11 17 -16 18 -15 19 20 26 22 -22 24 -24 28 -2 -28 29 -25
right_child=1 -3 -4 4 5 -7 7 8 9 13 11 -13 -14 14 15 -17 -18 -19 -20 -21 21 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-6.8429987332096135e-06 -4.1790744097871419e-08 0.00010755761825500734 -0.00010192754012678052 0.00010549342602774101 0.00010857249464606867 -6.452229422591146e-05 8.8880331932159604e-05 -8.1422516895044176e-05 2.3922019224273478e-05 -9.468828015308122e-05 -0.00016334550569549071 7.7246450461176659e-05 0.0001766510703832451 6.0436513338476966e-05 -0.00010517498525413906 1.5674250841714509e-05 -5.3496989580468693e-05 -2.7734814411815021e-05 5.1497663038649739e-05 -7.5653553176380234e-05 -0.00010549538889920638 -0.00013260732583314001 1.703363682789164e-05 -0.00014272506006818731 0.00013890441077819561 -0.00010506501617030531 -4.3410090719672469e-05 0.00017773419660229326 2.0841514074513375e-05 -1.5827590115285213e-05
leaf_weight=196 1869 22 20 21 25 23 20 27 33 33 21 37 22 38 21 28 38 20 28 20 28 22 168 20 20 29 44 34 117 77
leaf_count=196 1869 22 20 21 25 23 20 27 33 33 21 37 22 38 21 28 38 20 28 20 28 22 168 20 20 29 44 34 117 77
internal_value=0 1.16343e-06 -1.56471e-05 3.51543e-07 1.07747e-05 5.05889e-06 9.9831e-06 1.76731e-06 -4.45504e-06 3.75888e-06 3.63152e-05 -9.86443e-06 8.50136e-05 -2.25187e-05 -2.60789e-07 -3.61183e-05 -1.17834e-06 3.00326e-05 -3.75392e-07 -9.68712e-07 -3.53515e-07 -1.02144e-05 -4.34812e-06 2.22294e-06 2.99986e-05 -1.92661e-05 2.08259e-06 5.29861e-05 -7.63911e-06 -4.1992e-05
internal_weight=0 2905 216 2883 369 348 325 300 280 253 113 58 55 140 107 49 2514 58 2476 2448 2428 481 459 431 188 243 1947 78 214 97
internal_count=3121 2905 216 2883 369 348 325 300 280 253 113 58 55 140 107 49 2514 58 2476 2448 2428 481 459 431 188 243 1947 78 214 97
is_linear=0
shrinkage=0.1


Tree=3693
num_leaves=31
num_cat=0
split_feature=1203 16 1200 1185 43 1209 1210 3 1 1 47 52 13 2 4 50 50 15 15 0 2 12 0 133 41 33 133 43 14 14
split_gain=4.75064e-06 1.67639e-05 9.60666e-06 5.87385e-06 4.69363e-06 2.05548e-05 1.46322e-05 5.11208e-05 1.31048e-05 8.31768e-05 1.29799e-05 1.60829e-05 2.60091e-05 2.57052e-05 1.58481e-05 1.30859e-05 1.06089e-05 1.86663e-05 1.00018e-05 1.64499e-05 1.49628e-05 2.54328e-05 1.87879e-05 2.12551e-05 9.46944e-06 1.77609e-05 7.68606e-06 7.06062e-06 6.81258e-06 1.82293e-05
threshold=0.091650000000000009 -0.074319999999999983 0.084780000000000008 -0.089384999999999978 0.0034250000000000005 0.086665000000000006 -0.13847499999999999 -0.082879999999999995 0.090405000000000013 0.094220000000000012 0.085770000000000027 0.10347000000000002 0.043850000000000007 0.097385000000000013 -0.074729999999999977 0.093680000000000013 0.11941000000000002 -0.028889999999999996 0.091295000000000015 -0.077429999999999985 0.10222000000000002 0.09141500000000001 -0.083804999999999977 -0.14292499999999997 0.088180000000000008 -1.0000000180025095e-35 -0.24169999999999997 -0.04890499999999999 0.078235000000000013 0.085220000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 8 7 -5 10 -10 11 12 15 14 -13 18 17 26 20 -20 21 22 23 -6 25 -8 -11 -26 -27 -30
right_child=1 -3 -4 4 5 -7 24 -9 9 16 -12 13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 27 28 -28 -29 29 -31
leaf_value=-4.4613034551730381e-05 -5.6597353597515567e-05 9.5592395139291244e-05 3.5833527187170817e-05 -4.5888574381284084e-05 -1.1458566344420736e-05 -9.0609313438421701e-05 7.7744138543494053e-05 0.00014198829759455597 -0.00021850134609849192 -5.6994033831870184e-05 -6.1204137511175263e-05 -3.2031734480579667e-05 0.00013528615121686017 -8.6019366189678926e-05 7.9479004212771546e-05 9.0740139594778338e-05 -6.3863408909777981e-05 8.3916907949190185e-05 -9.5504379528806168e-05 2.0047375216693453e-05 -4.0955416091795395e-05 0.00013478753383176147 -4.6351327227966976e-05 0.00011521928049310542 -6.6861703609382471e-06 1.1857146953010882e-06 1.0478254529726447e-05 -8.9707333136175289e-05 -0.00011094087112724084 5.5101357047977042e-06
leaf_weight=30 22 23 23 28 27 29 30 30 20 25 26 26 20 38 25 21 21 28 22 28 30 22 32 26 21 2315 52 20 20 41
leaf_count=30 22 23 23 28 27 29 30 30 20 25 26 26 20 38 25 21 21 28 22 28 30 22 32 26 21 2315 52 20 20 41
internal_value=0 2.6142e-05 -9.3549e-06 -5.82254e-07 -1.45296e-07 -8.81041e-06 1.64653e-06 5.12891e-05 -3.95935e-06 -2.90511e-05 6.72112e-06 1.22923e-05 2.63651e-05 -2.37594e-05 2.26304e-05 1.58919e-05 1.02032e-06 1.39971e-05 7.48648e-06 -3.07954e-05 2.1458e-05 3.8957e-05 1.41539e-05 5.06853e-05 4.6988e-07 1.28194e-06 -1.14283e-05 -4.71843e-05 3.1651e-07 -3.26705e-05
internal_weight=0 68 45 3053 3023 518 2505 58 489 146 343 317 228 89 51 208 126 105 187 50 137 107 85 53 2447 2406 77 41 2376 61
internal_count=3121 68 45 3053 3023 518 2505 58 489 146 343 317 228 89 51 208 126 105 187 50 137 107 85 53 2447 2406 77 41 2376 61
is_linear=0
shrinkage=0.1


Tree=3694
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1209 2 16 403 4 403 403 403 133 402 401 15 52 131 15 3 13 15 401 158 43 1212 1452 1456 42 13
split_gain=4.2953e-06 0.000135421 6.47067e-05 2.3251e-05 4.2932e-06 2.03567e-05 2.53064e-05 6.77878e-06 2.70991e-05 4.39975e-06 6.28519e-06 4.96109e-06 6.45589e-06 7.40084e-06 7.45439e-06 4.96011e-06 1.63366e-05 3.92934e-05 4.8447e-05 1.54158e-05 8.72871e-06 8.68297e-06 8.15031e-06 6.14198e-06 1.89602e-05 1.66446e-05 2.69901e-05 2.23077e-05 9.44135e-06 8.14034e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.10272000000000002 0.094215000000000007 -0.077074999999999991 -0.5341999999999999 -0.082349999999999993 -0.52445499999999989 -0.44023999999999991 -0.42113499999999993 0.5140450000000002 -0.46140499999999995 -0.099524999999999988 0.11461000000000002 0.51358000000000004 0.08956500000000002 0.11923500000000002 -0.067429999999999976 -0.049279999999999997 0.11171000000000002 0.13571500000000003 0.10667500000000002 -0.083134999999999987 0.087615000000000012 0.086765000000000023 -0.06457499999999998 0.089015000000000025 0.11217000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 7 6 -6 8 -4 -9 -11 -12 13 -13 -15 21 17 18 -17 -20 -21 22 23 29 -25 26 27 -26 -29 -16
right_child=2 -3 4 -5 5 -7 -8 9 -10 10 11 12 -14 14 15 16 -18 -19 19 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-6.1818799152339185e-07 -0.00017186744927047667 0.00025496339478974861 3.2817658367483612e-05 -0.00011433597465838829 -7.8326855990391262e-05 8.8046820983436199e-05 6.8952353249187592e-05 3.8417676090224029e-05 -0.00010896019991308165 -4.2191872489638632e-05 5.0079237598765762e-05 5.591598195072342e-05 -4.3868007306820914e-05 -5.4212952090892943e-05 -7.9782203962036536e-07 0.0001576469215291107 9.5488044612663896e-05 -0.0001184762924491555 -5.3474832743392509e-05 8.1591381604084756e-05 2.7147242941824287e-06 -6.453970258700706e-05 6.2068370191679736e-05 -9.1118674936296892e-05 0.00013634970704515581 -8.181686192653037e-05 -6.6319983094823931e-05 6.0109787697607922e-05 -2.3433586430919901e-05 2.3183887523564889e-05
leaf_weight=178 22 21 28 20 28 30 20 30 26 35 20 24 33 25 2057 23 23 22 38 20 47 21 21 30 20 22 30 24 31 152
leaf_count=178 22 21 28 20 28 30 20 30 26 35 20 24 33 25 2057 23 23 22 38 20 47 21 21 30 20 22 30 24 31 152
internal_value=0 1.35044e-05 -1.01911e-06 -1.21048e-05 2.85985e-07 2.34269e-05 -1.69605e-05 -3.58195e-07 -3.54458e-05 3.31298e-07 -8.90814e-08 4.60154e-07 8.74981e-08 6.39031e-07 1.29957e-07 6.56332e-07 1.70116e-05 4.97851e-06 2.61973e-05 -2.59642e-06 2.626e-05 -5.18692e-07 4.45429e-08 -5.05964e-07 -1.96175e-05 -2.72742e-06 1.38437e-05 4.59092e-05 1.30217e-05 8.52345e-07
internal_weight=0 219 2902 198 2880 78 48 2802 54 2748 2718 2683 2663 2630 2606 2581 173 150 128 105 67 2408 2387 2366 157 127 105 75 55 2209
internal_count=3121 219 2902 198 2880 78 48 2802 54 2748 2718 2683 2663 2630 2606 2581 173 150 128 105 67 2408 2387 2366 157 127 105 75 55 2209
is_linear=0
shrinkage=0.1


Tree=3695
num_leaves=31
num_cat=0
split_feature=132 1185 1203 33 9 9 124 124 97 374 9 43 1 1 12 12 0 2 45 42 16 16 40 0 2 1427 4 0 16 4
split_gain=4.18691e-06 2.70859e-05 2.35284e-05 3.98198e-06 5.51743e-06 1.74089e-05 4.61215e-06 1.42043e-05 1.09229e-05 9.86948e-06 1.03721e-05 1.49068e-05 9.36946e-06 2.08239e-05 6.56484e-06 3.49184e-05 1.7133e-05 1.22572e-05 1.23987e-05 1.13367e-05 1.94294e-05 1.65902e-05 1.01234e-05 8.02858e-06 9.31876e-06 7.76619e-06 7.72835e-06 2.23572e-05 7.78763e-06 3.63287e-05
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.012019999999999998 0.09055500000000001 0.10750500000000002 -0.086844999999999992 -0.087424999999999989 -0.083924999999999986 0.08987500000000001 -0.036024999999999995 -0.078139999999999973 0.093575000000000019 0.104035 -0.010834999999999999 -0.042789999999999988 -0.14723999999999998 -1.0000000180025095e-35 0.084355000000000013 0.10502000000000002 -0.014034999999999997 -0.13941499999999998 -0.065259999999999999 0.13134000000000004 0.10497000000000002 0.094380000000000006 -0.50940999999999981 0.041630000000000007 -0.15241499999999997 -0.064804999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 6 -6 7 12 -8 10 11 -10 -5 -14 15 16 -12 -16 23 20 21 -18 -22 25 -25 26 27 -19 29 -28
right_child=1 3 -4 4 5 -7 8 -9 9 -11 14 -13 13 -15 17 -17 19 18 -20 -21 22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-2.889369079639437e-06 0.00011153618192607114 -3.7372418721913297e-05 -0.00011675177505821922 5.0278697073316342e-05 8.8728242558823296e-05 -2.5916770783414204e-05 -7.449337808793644e-05 9.1963591628221118e-05 9.5815789563857847e-06 5.9837781170952241e-05 -6.1250604171379414e-05 -0.00011251199707885463 -0.00010352813889767277 2.5786372222655429e-05 7.7318662061727429e-05 -0.00013356282832556528 9.6774627309059731e-06 3.1853901293249257e-05 6.2417042272500112e-05 -3.3570203483707571e-05 3.2304630425642246e-05 0.00012984241647144597 -5.9623595291708148e-05 7.9429977685558029e-05 -2.9078848456265407e-06 5.7986307481108022e-05 -0.00013969523497507909 -0.00010231366127173817 1.4157884319981217e-06 -5.9837169318516117e-06
leaf_weight=196 22 28 20 26 27 26 20 22 20 27 38 20 20 33 21 23 20 23 32 35 25 27 23 27 28 22 22 27 1955 266
leaf_count=196 22 28 20 26 27 26 20 22 20 27 38 20 20 33 21 23 20 23 32 35 25 27 23 27 28 22 22 27 1955 266
internal_value=0 9.9873e-07 -1.34322e-05 1.55226e-07 5.23273e-07 3.24873e-05 -8.13286e-08 2.08993e-05 -8.6587e-07 -3.16616e-07 -9.28586e-07 -5.14652e-05 1.10929e-06 -2.30116e-05 -1.55264e-07 -1.80045e-05 -2.184e-06 1.25175e-06 5.86722e-07 1.50816e-05 3.3006e-05 7.87084e-05 -1.17443e-05 -2.48118e-07 3.75125e-05 -1.14524e-06 -1.71257e-06 -4.05966e-05 -8.45786e-07 -1.61978e-05
internal_weight=0 2905 216 2883 2855 53 2802 101 2701 2681 2654 40 79 53 2614 191 168 2423 2402 130 95 47 48 2370 55 2315 2293 50 2243 288
internal_count=3121 2905 216 2883 2855 53 2802 101 2701 2681 2654 40 79 53 2614 191 168 2423 2402 130 95 47 48 2370 55 2315 2293 50 2243 288
is_linear=0
shrinkage=0.1


Tree=3696
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 130 130 394 390 1177 394 15 1447 1456 1446 403 1 1 403 481 43 43 133 12 12 403 3 16 42 403 42
split_gain=4.21419e-06 0.000121833 6.19802e-05 1.94717e-05 3.94417e-06 1.26131e-05 4.41922e-06 1.82515e-05 5.17038e-06 7.54661e-06 4.52033e-06 2.6403e-05 3.52554e-05 3.49693e-05 2.26317e-05 1.70741e-05 4.0134e-05 3.48128e-05 3.5246e-05 3.25283e-05 2.78106e-05 4.61652e-05 3.11042e-05 3.61516e-05 2.60697e-05 3.45484e-05 2.50147e-05 3.17733e-05 2.29559e-05 3.99528e-05
threshold=-0.083284999999999984 0.097510000000000013 0.11233000000000001 0.089480000000000018 -0.22699999999999995 -0.11198999999999999 -0.12099999999999998 0.090205000000000007 -1.0000000180025095e-35 -0.086374999999999993 0.087575000000000014 -0.085684999999999997 0.04871000000000001 0.084580000000000002 -0.53255499999999989 0.090840000000000018 0.093890000000000015 -0.5335399999999999 -0.073474999999999985 -0.040344999999999992 0.055925000000000009 0.41553500000000004 0.090345000000000023 0.089150000000000021 -1.0000000180025095e-35 -0.077104999999999993 -0.07550999999999998 0.089015000000000025 -0.0031149999999999997 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -6 -7 8 -8 -10 14 -12 15 -14 -11 17 19 -13 -19 -17 21 22 23 28 -22 -26 27 -24 -20 -30
right_child=2 -3 -4 -5 5 6 7 -9 9 10 11 12 13 -15 -16 16 -18 18 20 -21 24 -23 26 -25 25 -27 -28 -29 29 -31
leaf_value=-9.8079616470442632e-07 -4.0977304414137389e-05 0.00023657026705967092 -0.00016821955935235813 -0.0001050766008484061 6.6213820963608236e-05 3.473991184566532e-05 -4.7050919965840877e-05 -9.5707797918294097e-05 4.4235773627102998e-05 -8.0972594205124757e-05 9.0404198514685657e-05 0.00011219507389280291 -0.00018174933198679356 -9.4912625765731642e-07 -9.7954956799530609e-07 -0.0001643356353659848 1.5047819659681023e-05 0.0001109681156123088 -9.3515865562949333e-05 -5.6828503526655067e-06 0.00015383203062810936 -0.00014269863677327522 1.6893955031968465e-05 -0.00015779229212230781 8.7984633161492342e-05 -7.9251100976848862e-05 -2.9821981029055592e-06 0.00017015308112604545 -4.0742646746277786e-05 0.0001217121634757253
leaf_weight=177 23 22 22 20 29 36 23 20 39 36 36 37 20 23 2015 28 113 32 25 24 20 25 31 21 30 21 84 24 41 24
leaf_count=177 23 22 22 20 29 36 23 20 39 36 36 37 20 23 2015 28 113 32 25 24 20 25 31 21 30 21 84 24 41 24
internal_value=0 1.33763e-05 -1.00945e-06 -1.15489e-05 2.67848e-07 5.99888e-07 -7.29563e-08 -5.21833e-07 1.64935e-07 5.59975e-07 -6.85702e-08 7.13654e-06 2.32493e-06 -8.50422e-05 -2.38362e-06 8.80215e-06 -1.84084e-05 1.96208e-05 1.05593e-05 -9.11113e-05 1.27292e-06 -1.31326e-05 -1.76038e-07 -3.96477e-05 5.70691e-05 1.91229e-05 3.13445e-05 8.37707e-05 -1.20806e-05 1.92407e-05
internal_weight=0 219 2902 197 2880 2857 2828 2792 2772 2749 2710 659 623 43 2051 580 165 415 378 52 346 275 250 111 71 51 139 55 90 65
internal_count=3121 219 2902 197 2880 2857 2828 2792 2772 2749 2710 659 623 43 2051 580 165 415 378 52 346 275 250 111 71 51 139 55 90 65
is_linear=0
shrinkage=0.1


Tree=3697
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 132 0 12 12 130 40 12 12 42 1456 153 456 3 160 158 1446 1453 12 1447 133 1447 15 4 16 12 12
split_gain=4.2071e-06 3.11263e-05 1.33698e-05 8.3691e-06 7.25408e-06 6.40404e-06 9.55074e-06 1.40205e-05 4.07388e-06 8.64353e-06 8.45826e-06 5.85187e-06 9.97858e-06 6.03716e-06 1.09383e-05 6.20246e-06 7.53529e-06 6.55415e-06 9.9532e-06 2.76225e-05 2.02548e-05 1.27359e-05 7.86347e-06 5.16449e-05 3.15619e-05 1.58985e-05 1.69415e-05 7.77909e-06 7.32748e-06 2.90541e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.085749999999999979 -0.09515499999999999 0.11418000000000002 0.090345000000000023 -0.23123999999999997 -0.24290999999999999 0.13043000000000002 0.11586 0.10369500000000002 0.11510000000000002 1.0000000180025095e-35 0.10512000000000001 -0.080634999999999984 0.51752500000000012 0.10380000000000002 0.086320000000000022 -0.068424999999999986 0.096210000000000004 -0.086279999999999982 0.086990000000000012 -0.084334999999999979 -0.092489999999999989 -0.064804999999999988 -0.14158499999999996 0.092550000000000007 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7 -3 -10 11 13 -13 14 15 17 -17 18 22 20 -20 27 23 25 -24 -11 -27 -22 29 -26
right_child=1 8 -4 -5 -6 6 -8 -9 9 10 -12 12 -14 -15 -16 16 -18 -19 19 -21 21 -23 24 -25 28 26 -28 -29 -30 -31
leaf_value=3.0482112423350056e-05 0.00012232009421928698 4.2048621791131476e-05 -8.2156500633573176e-05 -6.419491879309395e-05 5.2488890709355478e-05 -2.4710932207612629e-05 -7.0648916880600163e-05 6.746972363874772e-05 -6.5716261225645667e-05 -5.7886316099029501e-05 4.3758179555714545e-05 4.2391008719278036e-06 -8.8954585080500693e-05 3.9232702212570874e-05 -7.0619236529720109e-05 4.5012170448899265e-06 -8.2304824209131775e-05 5.1732308696955448e-05 8.448580975666465e-05 -0.00011837045497556504 -3.3942998358243665e-05 -7.3454672404777208e-05 9.7199136175082199e-05 -0.00015305641553216751 2.109494906714412e-06 -1.998202205868438e-05 9.8836872790083628e-05 3.1898459328179962e-05 -8.1062272811785509e-06 6.698441914004939e-05
leaf_weight=37 21 23 25 21 25 66 26 22 20 20 44 27 20 39 22 20 20 25 21 26 34 34 35 24 1675 21 28 38 590 72
leaf_count=37 21 23 25 21 25 66 26 22 20 20 44 27 20 39 22 20 20 25 21 26 34 34 35 24 1675 21 28 38 590 72
internal_value=0 1.01601e-06 -1.32676e-05 -4.52534e-06 2.59432e-06 -5.66637e-06 -1.73988e-05 -1.66577e-06 1.30891e-07 -2.068e-07 2.55347e-07 -4.30473e-07 -3.54178e-05 1.688e-07 -3.94414e-07 1.81414e-07 -3.89018e-05 7.72912e-07 2.86287e-07 -2.44628e-05 -5.23762e-06 -2.3013e-05 1.82244e-06 -2.67018e-05 2.9408e-06 1.72476e-05 4.79145e-05 8.0666e-07 1.52914e-06 4.78322e-06
internal_weight=0 2899 222 197 176 151 114 88 2878 2855 2835 2791 47 2744 2705 2683 40 2643 2618 153 127 106 2465 93 2372 69 49 72 2337 1747
internal_count=3121 2899 222 197 176 151 114 88 2878 2855 2835 2791 47 2744 2705 2683 40 2643 2618 153 127 106 2465 93 2372 69 49 72 2337 1747
is_linear=0
shrinkage=0.1


Tree=3698
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 390 394 129 1186 129 2 129 3 52 130 12 43 12 12 156 13 12 157 1 52 4 0 3 0 12
split_gain=4.23053e-06 0.000130858 6.45297e-05 2.69659e-05 4.16373e-06 3.95494e-06 5.39832e-06 9.69412e-06 5.52542e-06 7.3962e-06 1.18214e-05 1.00069e-05 9.41519e-06 7.03217e-06 6.45471e-06 9.37556e-06 9.73757e-06 6.53844e-06 3.86382e-05 2.04388e-05 1.8897e-05 3.47243e-05 3.16115e-05 3.14874e-05 3.07355e-05 2.49678e-05 2.04018e-05 2.47541e-05 1.74733e-05 1.54229e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.050879999999999988 0.087590000000000015 -0.093064999999999981 0.097140000000000018 0.021560000000000003 0.10532000000000001 0.096540000000000015 0.093120000000000022 -0.091354999999999978 -1.0000000180025095e-35 -0.22699999999999995 0.13043000000000002 -0.15582499999999996 0.092550000000000007 0.092355000000000007 -0.065739999999999979 -0.089109999999999981 0.094070000000000015 -0.04831499999999999 0.090405000000000013 -0.54906499999999991 -0.073934999999999987 -0.047369999999999995 -0.10023499999999998 -0.064339999999999994 0.092200000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 7 -6 9 11 -11 14 -13 -10 -8 17 -17 18 29 -19 -21 23 28 25 -24 -22 -26 -28 -23 -16
right_child=2 -3 4 -5 5 -7 8 -9 13 10 -12 12 -14 -15 15 16 -18 19 -20 20 21 22 24 -25 26 -27 27 -29 -30 -31
leaf_value=5.9833169063822019e-07 -0.00017162597237488212 0.00025075889866457148 4.0128802804527092e-05 -0.00012186744079372147 -8.1899140852990319e-05 3.1555407211924782e-05 -5.7432496541878213e-05 1.429583782737609e-05 -9.336949989863735e-06 -9.8022428246622454e-05 6.0750931273408552e-06 -1.2176386404793118e-05 6.9639143084014704e-05 6.6213881811043914e-05 1.1217965943193019e-06 7.8951651466923074e-05 -1.6195010296845188e-06 6.6623880654030171e-05 0.00013988888919811871 3.4717906892183237e-05 5.7847839863305648e-05 -1.8865214442485013e-05 0.00011761775635282643 -0.00014620727236098517 1.6812937574346846e-06 -8.1634849089878673e-05 9.7403674811610706e-07 -0.00014919360307560835 -0.00014426849652954843 -8.506087275842826e-05
leaf_weight=178 22 21 26 20 22 39 20 20 22 20 24 22 39 28 1853 30 30 33 20 70 21 20 21 38 339 33 23 21 25 21
leaf_count=178 22 21 26 20 22 39 20 20 22 20 24 22 39 28 1853 30 30 33 20 70 21 20 21 38 339 33 23 21 25 21
internal_value=0 1.34022e-05 -1.0114e-06 -1.17719e-05 2.91908e-07 -7.10067e-08 -5.0917e-07 -3.6092e-05 2.97694e-08 -5.7511e-07 -4.1242e-05 9.28036e-08 4.01319e-05 3.29715e-05 -8.40117e-07 -4.04455e-07 3.86661e-05 -1.32811e-06 1.63157e-06 -1.00325e-05 -1.41727e-05 -2.04987e-05 -9.03062e-06 -7.64676e-05 -1.75078e-07 -2.73916e-05 -6.63369e-06 -7.06969e-05 -8.85337e-05 1.56036e-07
internal_weight=0 219 2902 198 2880 2854 2815 42 2773 2723 44 2679 61 50 2618 2598 60 2538 1894 644 611 541 449 92 404 54 383 44 45 1874
internal_count=3121 219 2902 198 2880 2854 2815 42 2773 2723 44 2679 61 50 2618 2598 60 2538 1894 644 611 541 449 92 404 54 383 44 45 1874
is_linear=0
shrinkage=0.1


Tree=3699
num_leaves=31
num_cat=0
split_feature=401 15 132 50 16 402 15 402 51 0 0 42 12 12 43 13 159 16 16 12 42 1 401 1209 1210 1209 15 1212 1 13
split_gain=4.42103e-06 5.53152e-06 0.000112553 7.5494e-05 0.000164705 1.8024e-05 1.18688e-05 1.10171e-05 1.03474e-05 1.29879e-05 2.80469e-05 2.5641e-05 2.48812e-05 4.24302e-05 2.39103e-05 2.36715e-05 2.0797e-05 1.20879e-05 1.435e-05 1.06097e-05 9.55202e-06 7.0583e-06 6.97455e-06 1.09068e-05 8.88619e-06 6.60419e-06 8.36565e-06 2.52294e-05 2.63962e-05 3.10806e-05
threshold=0.13837000000000002 0.091650000000000023 -0.083284999999999984 0.10727500000000002 -0.069144999999999984 0.13597000000000001 0.091295000000000015 0.020685000000000005 0.090560000000000015 -0.082284999999999983 -0.080689999999999984 0.089905000000000013 0.094225000000000017 0.096830000000000013 -0.065269999999999981 -0.06977499999999999 -1.0000000180025095e-35 -0.013324999999999998 -0.42170999999999997 0.10193000000000001 0.10306000000000001 0.085605000000000014 0.11857000000000002 -0.087714999999999987 -0.14310999999999999 -0.076689999999999994 0.088990000000000014 0.087615000000000012 0.087325000000000014 -0.046499999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 7 22 8 9 11 -11 17 16 14 -14 -15 -12 18 -4 -17 -21 -18 23 -1 -25 -26 -27 28 29 -28
right_child=-2 2 3 4 -6 -7 -8 -9 -10 10 12 -13 13 15 -16 19 21 -19 -20 20 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=5.352806799999451e-05 -4.5728387236262539e-05 0.00022125215959931666 3.6062944259769709e-06 -0.00033088135156244142 2.7366204427160098e-05 0.00010415663737581955 -7.1500691842629752e-05 -5.2578757155667215e-05 -3.7137155312747283e-05 0.00013506185491678481 -0.00011189369827098702 -7.651609763293842e-05 4.5644710652678359e-05 -9.2015833033656249e-05 0.00018858667838503608 -2.3165785718116572e-05 -3.4814188984455542e-05 -3.3581991287757685e-05 0.00012064355269103544 1.3457981840474531e-05 0.0001100219023577492 4.5622794429315644e-05 -5.6918884564021768e-05 -6.1720341788410832e-05 -4.6451940462218538e-05 -1.2290906026285895e-06 0.00017649353562424391 -6.0072511434555063e-05 -1.1797344450314995e-05 1.067929652890598e-05
leaf_weight=37 21 24 22 21 33 21 24 27 36 24 21 37 22 20 25 22 20 21 20 20 21 24 22 24 31 2376 26 25 34 20
leaf_count=37 21 24 22 21 33 21 24 27 36 24 21 37 22 20 25 22 20 21 20 20 21 24 22 24 31 2376 26 25 34 20
internal_value=0 3.09779e-07 1.01666e-05 -9.18862e-07 -0.000111952 1.39591e-05 -1.5005e-06 9.00056e-06 1.36841e-05 1.94194e-05 3.30543e-05 -1.04411e-05 2.04995e-05 4.57577e-05 0.000121678 2.76694e-06 -3.0017e-05 2.83649e-05 5.93383e-05 3.28567e-05 6.29176e-05 9.06053e-06 -8.53102e-07 -3.73721e-07 -1.16014e-06 -5.81542e-07 -8.39335e-09 2.76142e-05 5.50164e-05 0.0001044
internal_weight=0 3100 481 457 54 403 2619 382 355 319 219 100 195 130 47 83 65 63 42 63 41 44 2595 2573 2536 2512 2481 105 80 46
internal_count=3121 3100 481 457 54 403 2619 382 355 319 219 100 195 130 47 83 65 63 42 63 41 44 2595 2573 2536 2512 2481 105 80 46
is_linear=0
shrinkage=0.1


Tree=3700
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 42 42 15 3 42 1209 2 3 1208 1209 401 1209 1209 403 3 1213 403 1212 402 52 13 401 4 16 2 401
split_gain=5.43417e-06 3.40784e-05 1.77408e-05 7.18236e-06 6.06429e-06 1.07403e-05 6.71107e-06 1.06508e-05 8.38707e-06 4.14704e-06 1.59732e-05 2.64752e-05 8.80928e-06 4.46062e-06 9.86604e-06 8.55585e-06 1.00888e-05 5.57731e-06 3.79652e-05 8.32268e-05 1.05834e-05 5.43725e-06 3.21188e-05 2.4758e-05 2.77951e-05 7.22306e-06 2.73567e-05 3.00499e-05 1.41197e-05 7.64633e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.021469999999999996 -0.010544999999999997 -0.097454999999999986 -0.080104999999999996 -0.088249999999999981 0.10272000000000002 0.094215000000000007 -0.082284999999999983 0.086590000000000014 -0.092099999999999987 0.13274500000000003 -0.085894999999999985 -0.077594999999999983 -0.44023999999999991 -0.085784999999999986 0.04198000000000001 -0.41825499999999993 -0.089544999999999986 0.11732500000000001 0.086275000000000004 -0.090204999999999994 0.086285000000000014 0.23246000000000003 -0.087659999999999988 0.08734500000000002 0.021890000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 8 -8 12 11 -11 13 -3 15 -15 -17 18 -18 -20 -19 23 25 24 -22 29 27 -27 -29 -23
right_child=1 9 -4 -5 5 -7 7 -9 -10 10 -12 -13 -14 14 -16 16 17 20 19 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-5.901441612513736e-05 0.00012808084537114373 4.1319928053641127e-05 -9.4433556849253376e-05 -6.0285795985865182e-05 8.2122214377539603e-05 -1.7230211942660389e-06 1.2837364647566575e-05 3.9552733048637765e-05 -7.6637985958686011e-05 5.5512367704907843e-05 8.0213118223279405e-05 -9.3541025390467524e-05 -6.3434815290913153e-05 -6.3282473447976551e-05 -6.0447134806222662e-05 6.2786224701155271e-05 6.6482817311663421e-05 6.8485413588780864e-05 -0.00021651664362213089 5.5541981981315817e-05 0.00015470821950161321 2.835115662233332e-07 -0.00012673819728661328 -3.6857445095512581e-05 6.7245139507576826e-06 0.00016175750157951068 -5.7832159934780356e-05 -4.2730442475571881e-05 7.3232106383546211e-05 -3.9238968623976688e-05
leaf_weight=25 21 26 25 21 22 50 20 37 22 26 30 22 22 21 27 26 27 23 23 22 22 2334 20 38 30 21 26 21 21 50
leaf_count=25 21 26 25 21 22 50 20 37 22 26 30 22 22 21 27 26 27 23 23 22 22 2334 20 38 30 21 26 21 21 50
internal_value=0 1.1547e-06 -1.50788e-05 -5.00844e-06 1.58716e-06 2.38964e-05 -1.38577e-05 4.3244e-07 -3.40307e-05 2.28557e-07 2.2972e-05 -1.28038e-05 -4.05009e-07 9.41469e-08 -2.95341e-07 3.00659e-07 7.94462e-07 1.92601e-07 -2.72628e-05 -8.35102e-05 9.51154e-07 3.49804e-07 -5.21937e-07 2.4497e-05 6.9333e-05 4.98817e-07 2.84697e-05 6.40864e-05 1.52508e-05 -5.454e-07
internal_weight=0 2899 222 197 176 72 104 79 42 2878 78 48 2800 2778 2752 2725 2704 2678 72 45 2606 2583 2493 90 52 2473 89 63 42 2384
internal_count=3121 2899 222 197 176 72 104 79 42 2878 78 48 2800 2778 2752 2725 2704 2678 72 45 2606 2583 2493 90 52 2473 89 63 42 2384
is_linear=0
shrinkage=0.1


Tree=3701
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 40 120 10 0 15 123 9 10 45 52 3 1371 52 475 151 1374 124 475 0 4 12 0 13 48 0 13
split_gain=4.40169e-06 2.76035e-05 1.44426e-05 4.20188e-06 8.24315e-06 7.3669e-06 5.21285e-06 2.51486e-05 2.97912e-05 1.81108e-05 8.67756e-06 1.0425e-05 6.33412e-06 4.91134e-06 1.25173e-05 6.59812e-06 5.68626e-06 6.82669e-05 2.92032e-05 2.2491e-05 1.48958e-05 1.45946e-05 1.2747e-05 1.44879e-05 1.4262e-05 1.42196e-05 1.78007e-05 1.36885e-05 4.60164e-05 1.74487e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.011559999999999999 -0.10224499999999999 -0.10091499999999999 0.083805000000000004 0.08925000000000001 0.10513000000000002 0.094030000000000016 0.55608500000000005 -0.079379999999999992 0.086910000000000015 -0.015539999999999998 -0.085734999999999992 -0.52488999999999986 0.084595000000000017 -0.087759999999999991 -0.083344999999999989 0.11070500000000001 -0.37944499999999992 1.0000000180025095e-35 -0.014954999999999998 1.0000000180025095e-35 -0.072824999999999987 -0.24955499999999997 -0.17933499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 7 -6 -9 -10 12 -12 13 15 -15 16 18 -18 -8 21 -20 -19 23 -23 -24 27 -27 -25 -29 -30
right_child=1 3 -4 4 5 -7 10 8 9 -11 11 -13 -14 14 -16 -17 17 19 20 -21 -22 22 24 25 -26 26 -28 28 29 -31
leaf_value=-4.0799801433585791e-06 0.00011527275744031482 4.2776892508339625e-05 -8.211681738935619e-05 -6.4111465726455214e-05 -0.00011190651229071592 5.795610691579482e-05 -0.00012207219077113441 8.5850041846399501e-05 -9.1186437572711549e-05 2.8266854123806048e-05 9.8036746458092245e-05 -2.8432050298544624e-06 -4.2877136959706315e-05 -7.7075602254168468e-05 2.1123069454915825e-05 4.9455335985320356e-05 0.00015906936057165564 7.7287307864865471e-05 6.6494419697846752e-05 -9.6622256134413996e-05 -5.1272728605401354e-06 -8.4332515198184412e-05 -3.7077799061080446e-06 -5.9587972052548524e-05 0.0001142854510579214 0.00012702058395007044 -7.187937929605444e-07 0.00015183183204499074 -6.6032565409841485e-05 1.0104476637108005e-06
leaf_weight=195 21 23 27 20 24 22 21 29 30 22 20 21 34 27 25 28 28 26 30 23 906 20 20 38 21 20 24 20 40 1316
leaf_count=195 21 23 27 20 24 22 21 29 30 22 20 21 34 27 25 28 28 26 30 23 906 20 20 38 21 20 24 20 40 1316
internal_value=0 1.03924e-06 -1.35709e-05 2.0571e-07 -1.37245e-07 3.14072e-07 -1.36737e-07 -2.19984e-05 4.6411e-06 -4.06485e-05 7.10926e-07 4.63665e-05 9.05857e-09 5.62849e-07 -2.98647e-05 1.17588e-06 6.46376e-07 4.30087e-06 -5.44827e-06 1.53715e-06 -2.83171e-06 2.99842e-06 1.72685e-06 2.01117e-07 5.67278e-05 1.3607e-06 5.73446e-05 -3.81372e-07 1.25369e-06 -9.67222e-07
internal_weight=0 2899 222 2878 2855 2835 2813 105 81 52 2708 41 2667 2633 52 2581 2553 1596 957 1568 936 1545 1519 1478 41 1458 44 1414 1376 1356
internal_count=3121 2899 222 2878 2855 2835 2813 105 81 52 2708 41 2667 2633 52 2581 2553 1596 957 1568 936 1545 1519 1478 41 1458 44 1414 1376 1356
is_linear=0
shrinkage=0.1


Tree=3702
num_leaves=31
num_cat=0
split_feature=33 34 9 0 34 44 158 132 1186 1185 15 12 1210 12 160 12 12 2 4 12 0 3 133 3 133 3 3 43 1212 52
split_gain=4.39921e-06 4.85254e-06 1.05445e-05 1.88982e-05 5.02599e-06 4.47101e-06 2.21474e-05 4.58017e-06 0.000134244 6.62188e-05 1.44628e-05 5.09385e-06 3.54295e-05 3.13931e-05 8.9263e-05 2.60269e-05 1.51687e-05 4.49153e-05 3.54842e-05 2.42562e-05 2.45625e-05 1.28488e-05 7.35123e-05 4.6666e-05 7.79139e-05 7.31387e-05 5.3544e-05 2.80957e-05 2.44692e-05 1.48899e-05
threshold=-0.009184999999999997 -0.112215 0.088235000000000022 -0.053834999999999994 -0.085114999999999982 0.099360000000000018 -0.47356499999999996 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 0.085355000000000014 -0.087109999999999979 0.085635000000000003 -1.0000000180025095e-35 0.085955000000000018 0.086850000000000024 0.084755000000000011 -0.080744999999999997 0.087215000000000015 -0.084509999999999988 -0.087429999999999994 0.09112000000000002 -0.086424999999999988 0.08622500000000001 -0.086049999999999988 -0.085709999999999995 0.057265000000000003 0.041590000000000009 0.10744000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 -6 8 10 -9 -8 12 -11 14 -13 -15 17 -17 -19 20 -18 22 29 24 -23 -25 -27 28 -28 -14
right_child=1 2 3 -5 5 -7 7 9 -10 11 -12 13 21 15 -16 16 19 18 -20 -21 -22 23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-3.7483392459821077e-05 -4.6421333271692593e-05 4.3718649654832775e-05 0.00011575692690464414 -6.265732087437451e-06 9.1851065651728573e-05 -3.7617301416048576e-05 -2.5758165357734397e-06 -0.00017474884807597846 0.00025334422846624095 -0.00013449350274944056 -8.553336339597688e-05 -6.017113325166671e-05 1.008029037726321e-05 -8.4574217965252638e-05 0.00022806544481930111 -5.3939923327561706e-05 -0.00013048546825302764 0.00016178029352431622 2.3384480697462675e-05 2.2851438624773276e-06 1.4613047424063553e-05 2.3051077914715282e-05 0.00017999473857344128 0.00016908826613265169 -0.00023175908963063798 -0.00016565341890479129 -2.7387430641807302e-06 -8.8838854915937541e-05 0.00010434071483277048 -6.7651711506186982e-05
leaf_weight=31 22 26 22 30 26 32 169 22 21 21 24 21 138 35 22 36 28 32 44 1380 20 24 25 24 24 21 712 37 22 30
leaf_count=31 22 26 22 30 26 32 169 22 21 21 24 21 138 35 22 36 28 32 44 1380 20 24 25 24 24 21 712 37 22 30
internal_value=0 3.76047e-07 7.11622e-07 4.53592e-05 -5.8165e-08 -4.38833e-07 -3.66318e-08 -8.51461e-07 1.32342e-05 -1.96049e-06 -1.28918e-05 -5.50491e-07 -5.87578e-06 2.99751e-06 8.72987e-05 6.95948e-07 2.63391e-06 3.80719e-05 8.16564e-05 -1.45542e-07 -7.00278e-05 -3.32046e-06 2.00072e-05 -8.53139e-06 -0.000104354 -2.89477e-06 -8.10637e-06 -3.81521e-06 4.70723e-07 -3.80042e-06
internal_weight=0 3090 3068 52 3016 2990 2958 2932 214 2718 193 2696 1078 1618 43 1575 1540 112 76 1428 48 1057 193 864 48 816 792 771 734 168
internal_count=3121 3090 3068 52 3016 2990 2958 2932 214 2718 193 2696 1078 1618 43 1575 1540 112 76 1428 48 1057 193 864 48 816 792 771 734 168
is_linear=0
shrinkage=0.1


Tree=3703
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1366 454 16 12 130 133 43 13 4 1212 401 43 0 2 43 13 3 1210 1447 12 12 4 10 16 123 45 3
split_gain=4.38854e-06 3.05535e-05 1.3338e-05 3.86258e-06 7.31088e-06 6.75943e-06 4.39748e-06 1.00596e-05 4.85378e-06 1.31261e-05 2.04155e-05 1.46478e-05 1.59269e-05 2.64896e-05 1.0296e-05 4.5036e-05 1.24302e-05 1.14988e-05 3.91671e-05 2.10406e-05 1.70298e-05 9.96988e-06 9.16218e-06 1.07643e-05 8.21317e-06 7.45127e-06 2.50146e-05 4.70526e-05 8.83161e-06 1.11303e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.082084999999999991 -0.080564999999999984 -0.0064149999999999997 0.23631000000000002 -0.22461999999999996 -0.14032999999999998 -0.011694999999999999 -0.011914999999999999 0.24564500000000003 -0.017094999999999996 0.083100000000000021 0.084740000000000024 -0.097274999999999986 0.11585500000000001 0.055925000000000009 -0.078279999999999975 -0.07793499999999999 0.15724500000000002 0.093155000000000016 0.086915000000000006 0.089505000000000015 -0.079164999999999985 -0.011559999999999999 -0.056919999999999991 0.08128500000000001 0.094030000000000016 -0.042499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -3 7 -6 9 -9 11 12 24 22 17 -16 -17 20 -19 -20 21 25 -14 -24 -11 26 27 -10 29 -27
right_child=1 3 -4 4 6 -7 -8 8 14 10 -12 -13 13 -15 15 16 -18 18 19 -21 -22 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=-4.2386009990479449e-06 0.00012122036811585229 -5.4367912525776775e-06 -7.8070061291717662e-05 -6.0547397624759475e-05 6.2382014081007438e-05 7.2559935833851351e-05 -4.5462171146937184e-05 7.5378219189587984e-05 -0.00016653322180410705 -6.8127674085189936e-05 -6.2729239957784683e-05 -5.3238763909272774e-05 -2.8674267425389112e-05 0.00014623352566875679 -0.00016292438283146892 3.3033485321235884e-05 -5.3924410603940484e-05 0.000142935520671017 5.7028205192182219e-05 -8.4690712769357063e-05 -7.7450840512154111e-05 -6.8938623492916431e-05 9.9385481671956564e-05 1.2708917333121032e-05 2.2498878588521621e-05 -2.0197994964553679e-06 4.5866838311970552e-05 1.4577433125850804e-05 -5.0754650737872003e-05 1.427322548400069e-05
leaf_weight=194 21 25 28 20 26 20 21 30 26 20 37 24 23 23 21 48 25 24 20 22 29 21 23 38 20 1634 30 32 32 564
leaf_count=194 21 25 28 20 26 20 21 30 26 20 37 24 23 23 21 48 25 24 20 22 29 21 23 38 20 1634 30 32 32 564
internal_value=0 1.03769e-06 -1.35507e-05 1.60744e-07 -3.00973e-07 2.92284e-05 1.2737e-07 4.70271e-07 -1.11691e-07 1.35409e-05 4.62202e-06 1.91951e-05 3.1021e-05 5.11464e-05 -1.39702e-06 -3.38714e-05 3.25338e-06 -1.42871e-07 4.10276e-05 -1.72055e-05 -1.29036e-06 -3.46085e-07 2.51107e-05 4.53902e-05 -2.28144e-05 2.75331e-07 -2.82657e-05 -6.66101e-05 1.40161e-06 2.16094e-06
internal_weight=0 2899 222 2878 2833 45 2813 2792 2766 238 208 171 147 107 2528 94 73 2434 66 42 2368 2339 84 61 40 2318 88 58 2230 2198
internal_count=3121 2899 222 2878 2833 45 2813 2792 2766 238 208 171 147 107 2528 94 73 2434 66 42 2368 2339 84 61 40 2318 88 58 2230 2198
is_linear=0
shrinkage=0.1


Tree=3704
num_leaves=31
num_cat=0
split_feature=448 1348 39 39 1 12 13 1 52 4 13 15 1373 1375 46 14 3 43 12 52 147 1426 448 483 158 484 484 1452 16 12
split_gain=4.00665e-06 1.37913e-05 4.57398e-06 6.02092e-06 7.42021e-06 1.00926e-05 5.81245e-06 9.38501e-06 1.38901e-05 1.14302e-05 9.10928e-06 3.8836e-05 6.6868e-06 1.14198e-05 6.57697e-06 7.82793e-06 3.09079e-05 2.29531e-05 7.27143e-06 1.30222e-05 6.96619e-06 1.09159e-05 1.1579e-05 1.78012e-05 1.12082e-05 1.95498e-05 1.81199e-05 1.16176e-05 1.63487e-05 1.63113e-05
threshold=0.068920000000000023 0.095915000000000014 -0.083889999999999978 -0.020804999999999994 0.16540500000000002 0.15120000000000003 -0.40078499999999995 0.10684 -0.063789999999999986 0.36766000000000004 -0.17933499999999997 -0.079929999999999987 -1.0000000180025095e-35 -0.23256999999999997 0.084955000000000017 -1.0000000180025095e-35 -0.011549999999999998 -1.0000000180025095e-35 0.12477500000000001 1.0000000180025095e-35 0.094075000000000006 -0.094284999999999994 -0.083689999999999987 -0.47181499999999993 0.10380000000000002 0.041405000000000004 0.096675000000000011 0.086765000000000023 -0.020119999999999996 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -9 -10 11 -8 -12 -14 15 16 17 -15 20 -20 21 -17 -23 -24 -25 27 -27 28 -26 -30
right_child=-2 -3 3 4 -6 -7 10 8 9 -11 12 -13 13 14 -16 18 -18 -19 19 -21 -22 22 23 24 25 26 -28 -29 29 -31
leaf_value=4.741742561236606e-05 -4.461487212665816e-05 8.3059429234708668e-05 -4.065595843516152e-05 8.1504078178278925e-05 5.4184037027880553e-05 -5.6382274522093212e-05 5.0404342164256381e-05 -5.2039674819053082e-05 9.671009356679861e-05 -2.5502825543122939e-07 -5.6291029544635903e-05 -0.00014666415205283556 6.389210791115018e-05 -4.9870115413796157e-05 4.478172043036466e-05 7.35282470486709e-05 -0.00010454421620071278 8.4328679352333553e-05 9.1216726226169467e-05 -9.1662163283347452e-06 -5.0211697686920943e-05 -5.9489650067751601e-05 8.2448446818699059e-05 9.104783818820902e-07 -4.4978126290446269e-05 -0.00015458674020919717 -1.9976685598521728e-05 -5.5644068721272973e-05 0.0001132182491386155 -8.6797947525545685e-06
leaf_weight=20 20 20 37 22 25 32 20 26 20 31 21 20 28 25 32 20 34 26 24 28 28 33 26 2362 26 20 20 31 23 21
leaf_count=20 20 20 37 22 25 32 20 26 20 31 21 20 28 25 32 20 34 26 24 28 28 33 26 2362 26 20 20 31 23 21
internal_value=0 2.87739e-07 -2.49565e-07 -5.61012e-07 -7.04325e-08 -5.22704e-07 7.97586e-08 2.39026e-05 7.44499e-06 3.77705e-05 -7.42577e-07 -4.81299e-05 -7.23176e-08 3.48271e-07 -2.91969e-07 -8.17036e-07 -3.06907e-05 1.8545e-05 1.36857e-07 3.71644e-05 -6.00856e-07 -6.28605e-08 -6.37342e-07 1.306e-07 -7.24479e-07 -2.81129e-05 -8.72817e-05 -4.67974e-06 1.78902e-05 5.50396e-05
internal_weight=0 3101 3081 3061 3024 2999 2967 99 77 51 2868 40 2828 2807 2779 2747 85 51 2662 52 2610 2582 2562 2529 2503 141 40 101 70 44
internal_count=3121 3101 3081 3061 3024 2999 2967 99 77 51 2868 40 2828 2807 2779 2747 85 51 2662 52 2610 2582 2562 2529 2503 141 40 101 70 44
is_linear=0
shrinkage=0.1


Tree=3705
num_leaves=31
num_cat=0
split_feature=1211 50 52 132 15 394 15 43 12 133 13 0 13 3 12 1 12 160 52 15 3 131 1212 130 130 11 156 16 3 12
split_gain=3.86405e-06 2.35903e-05 7.16024e-06 6.24201e-06 2.75097e-05 1.66883e-05 4.56765e-06 1.52684e-05 4.88579e-05 2.65659e-05 6.76e-05 1.36668e-05 3.69544e-05 3.14591e-05 7.35563e-05 3.27459e-05 3.13977e-05 1.84392e-05 1.71001e-05 1.33063e-05 1.19663e-05 6.89622e-06 1.84827e-05 6.30749e-06 1.01849e-05 6.98079e-06 9.08737e-06 1.21876e-05 5.08123e-05 6.46122e-06
threshold=0.11048500000000001 0.096900000000000014 0.084735000000000019 -0.083284999999999984 0.091475000000000015 0.11233000000000001 0.095175000000000023 0.055925000000000009 0.09857500000000001 0.098785000000000012 -0.077799999999999994 -0.082284999999999983 -0.079299999999999995 -0.070649999999999977 0.089005000000000015 0.092945000000000014 0.094225000000000017 -0.067824999999999983 0.10263500000000002 0.093575000000000019 -0.072624999999999981 0.13695500000000002 0.11137000000000001 -0.22562499999999999 -0.093639999999999987 0.10458500000000001 0.3248100000000001 0.6352000000000001 -0.094874999999999987 0.09334000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 19 9 -9 11 -11 13 -13 14 -8 -15 -14 -18 -19 21 -12 22 23 -5 -25 26 27 29 -29 -26
right_child=1 -3 -4 5 -6 -7 7 8 -10 10 20 12 16 15 -16 -17 17 18 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-3.1582647437592545e-06 -5.0645232029357716e-05 0.00010993289278386247 1.9523927811392107e-05 -5.6313450586458208e-05 -0.00010944098055136106 9.1698033684224357e-05 4.1661240120797282e-05 0.00016264878843988602 -4.6212802460234218e-05 -0.00019151946889115094 7.5396839349109335e-05 0.0001306243390266018 -6.4824800092783586e-05 0.000134648188796663 -0.00021342504740459847 -4.2149570906531155e-05 0.00012754752180106673 8.4920192107347249e-05 -3.7077604779538153e-05 -6.5524609567546577e-05 -3.2683795725461093e-05 4.8723665089970125e-05 -9.6923908131429926e-05 6.00353955373326e-05 8.8894264477937384e-07 5.0892246704629192e-05 -6.6697456800500815e-05 0.00016680865319358419 -5.8607158352970144e-05 -1.3165463605177738e-05
leaf_weight=187 26 22 33 20 28 20 26 24 21 23 21 33 37 22 20 20 21 20 27 32 20 28 20 28 1858 26 21 20 20 397
leaf_count=187 26 22 33 20 28 20 26 24 21 23 21 33 37 22 20 20 21 20 27 32 20 28 20 28 1858 26 21 20 20 397
internal_value=0 2.1556e-05 -1.13981e-05 -5.74359e-07 -1.69997e-05 6.75714e-07 2.67134e-08 1.09841e-05 6.518e-05 2.57435e-06 -5.43014e-05 1.86808e-05 3.83181e-05 -1.21141e-05 -6.92458e-05 5.04588e-05 9.30751e-06 4.96442e-05 1.48364e-05 -1.45941e-06 2.26746e-05 -6.18517e-07 -1.19179e-06 -3.90682e-07 8.12402e-08 -6.35547e-07 -1.21401e-06 -6.14816e-07 5.41007e-05 -1.58538e-06
internal_weight=0 81 59 3040 215 2825 2805 335 45 290 64 226 138 88 46 42 105 68 47 2470 41 2438 2410 2390 2370 2342 2316 2295 40 2255
internal_count=3121 81 59 3040 215 2825 2805 335 45 290 64 226 138 88 46 42 105 68 47 2470 41 2438 2410 2390 2370 2342 2316 2295 40 2255
is_linear=0
shrinkage=0.1


Tree=3706
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1209 1208 1209 0 1209 42 15 52 131 160 43 15 1212 1210 1212 4 403 402 401 401 481 133 402 3 481 481
split_gain=4.77069e-06 0.000117627 6.49851e-05 2.16464e-05 4.33055e-06 8.17569e-06 6.52236e-06 3.7461e-05 7.46291e-06 3.24025e-05 4.5133e-06 1.41691e-05 2.7854e-05 3.48807e-05 8.58936e-06 6.52209e-06 6.16242e-06 3.59709e-05 2.35949e-05 1.06222e-05 1.08615e-05 6.82095e-06 1.0779e-05 9.18455e-06 6.95296e-06 4.65601e-05 2.96355e-05 1.62172e-05 6.42424e-06 6.63673e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.12417500000000002 0.10480500000000002 -0.087714999999999987 -0.082724999999999979 -0.065739999999999979 0.092145000000000019 0.11461000000000002 0.51358000000000004 0.08956500000000002 -0.51146999999999987 0.022390000000000004 0.11171000000000002 -0.089544999999999986 -0.14310999999999999 -0.121045 -0.07712999999999999 0.44389500000000004 0.11522000000000002 0.10076500000000001 0.092045000000000016 -0.087424999999999989 0.087035000000000015 0.10401000000000001 -0.083924999999999986 -0.085749999999999979 -0.081614999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 -4 9 -8 15 12 13 -12 -15 16 18 -18 19 20 -10 22 23 24 25 27 28 -19 -26 -30
right_child=2 -3 4 -5 -6 -7 8 -9 10 -11 11 -13 -14 14 -16 -17 17 21 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=1.4478169210694811e-06 -0.00017228954852312615 0.00023926893940196827 -5.146688066209512e-05 -0.00010827592725036085 3.5194730485922526e-05 -5.4962064691439827e-05 3.8076781609561293e-05 0.00012521776796650859 -9.1868537392656439e-05 -0.00012832448741061274 0.00013719586766621267 8.7135492920727617e-05 -9.7112758616592899e-05 1.2277882683520147e-05 -5.9759656196547446e-05 -5.3731431177331379e-05 -0.00012571566963426607 8.3818014966461558e-05 0.00010606863168224944 3.5115045238853786e-05 1.234997007486527e-05 5.5367417412939676e-05 -5.915189113077377e-05 6.0491860873298721e-05 -5.6910620387498063e-05 -0.00015747179609856436 0.00012178569886600599 -2.3558580090675372e-05 4.0906165071273556e-05 -7.1810982594220527e-07
leaf_weight=178 22 21 24 20 35 27 25 24 20 22 22 24 23 96 20 23 23 22 26 36 20 22 31 25 20 21 20 39 39 2151
leaf_count=178 22 21 24 20 35 27 25 24 20 22 22 24 23 96 20 23 23 22 26 36 20 22 31 25 20 21 20 39 39 2151
internal_value=0 1.42321e-05 -1.07403e-06 -9.63539e-06 2.33864e-07 -1.96235e-07 3.28491e-07 3.68754e-05 -3.04814e-07 -3.98132e-05 3.77115e-07 1.54565e-05 4.77142e-06 2.17521e-05 -1.42383e-07 -7.22051e-07 -2.37274e-07 -1.25499e-06 2.38388e-05 -4.2925e-06 -3.97593e-05 -5.7254e-08 -5.72179e-07 2.04873e-07 -4.47019e-07 -2.90451e-05 6.04569e-07 1.51674e-05 -4.92093e-07 2.31444e-08
internal_weight=0 219 2902 198 2880 2845 2818 48 2770 47 2723 185 161 138 116 2538 2515 2413 102 76 40 2390 2368 2337 2312 82 2230 61 2210 2190
internal_count=3121 219 2902 198 2880 2845 2818 48 2770 47 2723 185 161 138 116 2538 2515 2413 102 76 40 2390 2368 2337 2312 82 2230 61 2210 2190
is_linear=0
shrinkage=0.1


Tree=3707
num_leaves=31
num_cat=0
split_feature=1186 1186 2 403 13 129 394 13 40 2 0 11 33 47 47 9 3 43 1366 41 2 151 2 3 47 0 131 12 43 131
split_gain=4.58338e-06 2.68437e-05 2.05106e-05 7.36504e-06 6.47806e-06 5.90944e-06 1.04962e-05 5.02409e-06 4.46946e-05 2.03087e-05 1.29875e-05 8.73798e-06 1.61734e-05 7.79823e-06 3.68238e-05 3.52515e-05 7.32392e-05 9.82783e-06 9.38606e-06 9.58079e-06 1.21541e-05 7.98404e-06 8.86341e-06 2.03051e-05 1.44546e-05 1.30086e-05 1.40847e-05 1.11411e-05 1.46109e-05 7.73489e-06
threshold=0.062435000000000011 1.0000000180025095e-35 0.084055000000000005 0.092070000000000013 0.00084500000000000016 -0.077709999999999987 -0.096774999999999986 0.24813000000000004 -0.24452499999999996 0.31765000000000004 -0.059114999999999994 -0.011194999999999998 -0.012019999999999998 0.094160000000000008 0.096475000000000019 0.088235000000000022 -0.13309499999999996 -0.50775499999999985 -0.082084999999999991 0.085095000000000018 0.094095000000000012 -0.089594999999999994 0.10402500000000002 -0.042499999999999989 0.11842500000000002 -0.093584999999999988 0.096490000000000006 0.096475000000000019 -0.081674999999999984 0.13857500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 -1 -7 8 -8 11 -9 -10 -13 15 -15 17 -17 -14 -19 29 -21 -16 23 25 -24 -23 27 28 -27 -20
right_child=2 -3 3 -5 -6 6 7 10 9 -11 -12 12 13 14 21 16 -18 18 19 20 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.170968857286921e-05 -0.00010165475355279342 0.00011616573785431684 1.2123094907511746e-05 5.4766285341299543e-05 -5.8517580743812559e-05 5.727249663323164e-05 0.00014939323852502183 -8.3011605395890313e-07 6.1492562678683066e-05 -9.8598423591327101e-05 -8.6561728009352618e-05 -8.782598375719751e-05 5.7965272076373751e-05 0.00014320364493219782 -2.9044486872974305e-05 4.7843083931101404e-05 -0.00020006709107134999 5.9155990703192611e-05 -1.7057206589818349e-06 0.00010211769978923258 4.890350229895072e-06 -5.1440584674570093e-05 -8.0624452011366168e-05 9.6793046384735862e-05 1.7200738313311541e-05 1.790005952408627e-05 -4.4421734789714473e-05 -1.3248558091370134e-05 0.00012292868276644084 -6.4165130897890786e-05
leaf_weight=22 24 20 34 21 21 32 20 67 23 21 24 21 29 21 53 22 26 26 2293 20 36 28 23 33 44 26 22 22 27 20
leaf_count=22 24 20 34 21 21 32 20 67 23 21 24 21 29 21 53 22 26 26 2293 20 36 28 23 33 44 26 22 22 27 20
internal_value=0 6.97218e-07 -2.10631e-05 4.38695e-06 -1.48488e-05 -7.2316e-08 3.09028e-07 -3.0951e-07 4.27511e-07 -6.23023e-07 -2.34407e-05 1.07877e-07 -3.97799e-07 2.64775e-07 1.55182e-05 -1.5802e-06 -8.64416e-05 1.00221e-07 -6.00442e-07 -1.25627e-06 3.96144e-05 5.87294e-06 1.40979e-05 2.70226e-05 -1.6381e-05 8.60315e-06 2.59354e-05 4.65734e-05 7.14052e-05 -2.24579e-06
internal_weight=0 3021 100 76 55 3001 2979 2947 2856 2836 91 2815 2792 2771 299 2472 48 2424 2395 2369 56 278 225 158 67 125 97 75 53 2313
internal_count=3121 3021 100 76 55 3001 2979 2947 2856 2836 91 2815 2792 2771 299 2472 48 2424 2395 2369 56 278 225 158 67 125 97 75 53 2313
is_linear=0
shrinkage=0.1


Tree=3708
num_leaves=31
num_cat=0
split_feature=9 10 1 2 3 2 34 44 1429 156 11 51 155 9 3 2 2 1456 132 13 1211 1186 4 4 3 43 13 1210 3 1
split_gain=4.05645e-06 1.72884e-05 3.28226e-05 1.72526e-05 1.39751e-05 4.99506e-06 5.11252e-06 4.55158e-06 9.00293e-06 1.89433e-05 7.45795e-06 2.33546e-05 1.5225e-05 5.55479e-06 8.6818e-06 7.19539e-06 5.96758e-05 4.3684e-05 4.44106e-05 0.000155961 0.000100579 2.47292e-05 2.71585e-05 6.30575e-05 4.46616e-05 4.256e-05 6.96948e-05 2.44878e-05 1.56362e-05 1.81145e-05
threshold=0.092890000000000014 0.053330000000000009 0.11829500000000003 -0.090999999999999984 -0.014944999999999998 -0.033169999999999991 -0.085114999999999982 0.084760000000000016 -0.23752499999999996 0.32523500000000005 0.092630000000000018 -1.0000000180025095e-35 0.13949000000000003 -0.036024999999999995 -0.0025099999999999996 0.083715000000000026 0.083865000000000009 0.049215000000000002 -0.083284999999999984 -0.01163 0.11048500000000001 -1.0000000180025095e-35 -0.083644999999999983 -0.081224999999999978 -0.0049599999999999991 -0.17390999999999998 -0.010384999999999998 -0.00064999999999999986 -0.069009999999999974 0.086255000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -5 -7 8 -8 10 12 -12 13 14 -10 17 -17 18 19 -15 21 -20 25 -24 27 -23 -27 -25 29 -29
right_child=4 2 -4 5 -6 6 7 -9 9 -11 11 -13 -14 15 -16 16 -18 -19 20 -21 -22 22 23 24 -26 26 -28 28 -30 -31
leaf_value=7.7184287686671684e-05 -1.8608283556074771e-05 -0.00015689488902353334 2.0109898502017712e-05 -4.7793074521574785e-05 8.7897054684369584e-05 4.9198933681639442e-05 -6.7644659065990711e-05 3.2770008985563642e-05 4.4711221344186921e-06 9.6665455585025499e-05 -0.00010276163832583865 2.1407824550062123e-05 8.4583615534938883e-05 0.00030569143565116973 -8.274646463091596e-05 -0.0001633292662597302 -1.364387206085228e-06 0.00015442633492966708 9.2456830884657393e-05 -8.0147210742738531e-05 -0.00017523258802611965 4.9128386984063719e-05 0.00015427823558137132 -9.7370554781913861e-05 0.00012350709377122776 2.4218430432180564e-05 -0.00020441028769710101 -6.2203644847613757e-05 -6.4620595373178412e-05 1.5063050651851302e-05
leaf_weight=29 28 20 22 22 22 21 20 41 25 20 28 33 21 20 21 23 2082 20 32 22 32 28 29 28 28 24 30 34 34 282
leaf_count=29 28 20 22 22 22 21 20 41 25 20 28 33 21 20 21 23 2082 20 32 22 32 28 29 28 28 24 30 34 34 282
internal_value=0 -4.60009e-07 -6.41781e-05 4.23504e-07 2.82541e-05 -3.18517e-07 3.22016e-08 -3.1697e-07 -7.82185e-07 -3.20428e-07 -9.94877e-07 -3.5588e-05 -2.45258e-07 -8.8284e-07 -3.53456e-05 -3.05953e-07 -3.13407e-06 8.95252e-06 4.28241e-06 0.000103585 -2.89612e-06 7.14899e-06 1.86881e-06 1.18199e-05 1.64428e-06 -5.09204e-05 -0.000102798 -7.38259e-06 -1.83554e-07 6.74955e-06
internal_weight=0 3071 42 3029 50 3000 2978 2957 2916 2896 2876 61 2815 2794 46 2748 2105 643 623 42 581 549 517 435 406 82 54 378 350 316
internal_count=3121 3071 42 3029 50 3000 2978 2957 2916 2896 2876 61 2815 2794 46 2748 2105 643 623 42 581 549 517 435 406 82 54 378 350 316
is_linear=0
shrinkage=0.1


Tree=3709
num_leaves=31
num_cat=0
split_feature=1211 16 403 1203 132 133 394 399 399 1176 1176 1183 394 15 130 130 131 15 15 15 3 15 15 1210 15 16 43 16 3 1452
split_gain=5.7024e-06 2.4317e-05 2.46057e-05 8.85625e-06 3.33953e-05 8.59662e-06 6.32299e-06 4.31528e-06 5.28052e-06 5.70603e-06 9.06619e-06 6.53731e-06 5.85261e-06 1.37254e-05 5.03023e-06 9.57571e-06 4.2296e-06 6.3268e-06 2.32995e-05 2.20606e-05 5.80793e-05 2.26406e-05 2.18006e-05 2.02718e-05 1.70543e-05 5.67469e-05 2.60248e-05 3.0145e-05 1.95169e-05 1.35612e-05
threshold=0.11048500000000001 -0.066924999999999985 0.0033700000000000002 0.088820000000000024 -0.081684999999999994 -0.0084449999999999994 0.10276 0.10788500000000002 0.090005000000000016 0.086510000000000017 1.0000000180025095e-35 -0.073809999999999973 -0.088469999999999979 0.083840000000000012 -0.22699999999999995 -0.11198999999999999 0.13857500000000003 0.087575000000000014 0.087960000000000024 0.086355000000000015 -0.085784999999999986 0.085935000000000025 0.085465000000000013 -0.089089999999999989 0.035560000000000008 -0.16927999999999996 -0.0047449999999999992 -0.090054999999999982 -0.082154999999999992 0.083330000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 7 8 9 10 11 -1 13 -13 -14 -16 17 19 -19 21 -21 22 23 -17 -25 -26 27 -27 -28 -20
right_child=1 -3 -4 4 5 -7 -8 -9 -10 -11 -12 12 14 -15 15 16 -18 18 29 20 -22 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=4.2191134990490455e-05 0.0001058903470738397 -6.3541436578485772e-05 -3.0535596833942692e-05 -0.00012815997854340823 6.3059059426623636e-05 -2.742438919951729e-05 4.7408855307042236e-05 3.8733521484703364e-05 -3.8774095582994053e-05 4.9372664303202488e-05 -6.6099632905596603e-05 3.2365566452922809e-05 -4.9975186848314478e-05 -6.5971320818789539e-05 6.9299199130909978e-05 9.4827311113476756e-05 -4.596725624651299e-05 0.00010194134153537632 9.7954370315934419e-07 3.2850211157762844e-05 -0.00017685035069735024 9.583711398590822e-05 -8.9488892990630125e-05 1.0859939272371518e-06 -0.00018614271172000805 -0.00013069352493263209 -7.9069128095516529e-06 -5.0710270140067832e-06 0.000127163632932934 6.4444496112830364e-05
leaf_weight=36 39 22 20 25 21 21 28 28 36 23 21 22 20 40 20 22 20 26 520 28 25 24 28 1808 21 26 23 72 20 36
leaf_count=36 39 22 20 25 21 21 28 28 36 23 21 22 20 40 20 22 20 26 520 28 25 24 28 1808 21 26 23 72 20 36
internal_value=0 2.61864e-05 5.96443e-05 -6.9774e-07 -3.66518e-05 1.78173e-05 1.12526e-07 -3.3715e-07 -7.12186e-07 -2.36577e-07 -6.35812e-07 -1.51236e-07 -6.95444e-07 -3.10776e-05 -7.7136e-09 3.59829e-07 -1.51022e-07 1.91018e-07 9.41553e-06 -2.36915e-06 -6.60651e-05 -7.17539e-07 -1.86472e-06 -6.33058e-07 -1.69911e-06 -3.27823e-05 -9.94136e-06 -3.83994e-05 5.49166e-05 5.08879e-06
internal_weight=0 81 59 3040 67 42 2973 2945 2917 2881 2858 2837 2801 62 2739 2719 2699 2679 582 2097 53 2044 2020 1992 1970 162 141 98 43 556
internal_count=3121 81 59 3040 67 42 2973 2945 2917 2881 2858 2837 2801 62 2739 2719 2699 2679 582 2097 53 2044 2020 1992 1970 162 141 98 43 556
is_linear=0
shrinkage=0.1


Tree=3710
num_leaves=31
num_cat=0
split_feature=1211 50 1203 1204 12 1203 2 484 150 484 150 484 475 159 12 12 12 484 13 123 16 1455 1455 482 2 0 12 1455 157 1429
split_gain=4.61895e-06 2.26353e-05 7.17356e-06 2.77511e-05 6.66738e-06 5.94384e-06 5.77219e-06 3.70507e-06 3.80476e-05 2.57296e-05 2.13375e-05 1.27944e-05 5.04913e-05 2.98671e-05 1.7544e-05 1.90298e-05 2.25264e-05 1.16869e-05 9.29583e-06 7.02451e-06 6.21778e-06 6.16356e-06 7.46681e-06 6.88433e-06 2.38573e-05 3.35841e-05 2.21094e-05 8.78689e-06 6.24128e-06 7.21582e-06
threshold=0.11048500000000001 0.096900000000000014 0.088820000000000024 -0.080654999999999991 0.089885000000000007 0.087075000000000014 0.091895000000000018 0.086135000000000017 0.10874500000000002 0.085655000000000023 0.084680000000000019 0.090535000000000018 -0.024084999999999999 0.11084000000000001 0.099100000000000008 0.090285000000000018 0.087445000000000009 0.11549500000000001 -0.083894999999999983 0.11679000000000002 -0.020119999999999996 -0.092919999999999989 -0.088559999999999986 0.080200000000000007 0.096540000000000015 -0.078244999999999995 0.086565000000000017 -0.065979999999999983 -0.5188649999999998 -0.10379499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 -4 -5 7 -2 9 10 19 11 12 -9 14 15 16 17 18 -13 21 -19 -1 -23 27 25 26 -25 -24 -29 -30
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 -12 13 -14 -15 -16 -17 -18 20 -20 -21 -22 22 23 24 -26 -27 -28 28 29 -31
leaf_value=4.6355890326257969e-05 -3.7443432643158306e-05 0.00011013735549402721 -0.00012823808266971138 -3.1041546875106482e-05 4.539071908220649e-05 5.0740057011590468e-05 2.5339193827541615e-05 -3.077727747589459e-05 0.00012347308330828565 -0.00010919502545386257 -7.3863827695147075e-05 7.8349967035414329e-05 0.00017282591173906916 -9.3747477027742809e-05 0.0001025223231772543 -8.0822531827320551e-05 0.0001125781449012547 -3.2468009218670583e-06 -4.9963617357207115e-06 4.5968213701996777e-05 -7.6847105604181058e-05 -6.2536510140489556e-05 -6.8253815479693008e-05 7.5782519078612423e-05 -5.5507029402953646e-05 0.00014556125696309698 -6.3004883365162331e-05 -5.5977383245980107e-05 5.2221060424926693e-05 -1.7852904434998956e-06
leaf_weight=27 32 22 21 21 25 23 27 29 27 22 35 23 21 30 20 23 21 24 32 32 22 20 20 22 27 26 24 21 25 2377
leaf_count=27 32 22 21 21 25 23 27 29 27 22 35 23 21 30 20 23 21 24 32 32 22 20 20 22 27 26 24 21 25 2377
internal_value=0 2.35678e-05 -6.2797e-07 -3.29866e-05 1.04977e-05 1.0127e-07 -8.7124e-06 -2.93541e-07 1.01049e-05 -1.50138e-06 -8.27071e-07 9.60675e-06 5.47361e-05 -1.96487e-06 1.47229e-05 2.61261e-06 1.83422e-05 -1.25142e-06 2.98576e-05 -5.97424e-07 -3.84469e-05 -1.17297e-06 -1.67386e-06 -1.19501e-06 2.46566e-05 5.47179e-05 3.3717e-06 -2.24262e-06 -1.69774e-06 -1.22319e-06
internal_weight=0 81 3040 67 46 2973 59 2950 307 2643 280 245 50 195 165 145 122 101 55 2621 46 2589 2562 2542 99 72 46 2443 2423 2402
internal_count=3121 81 3040 67 46 2973 59 2950 307 2643 280 245 50 195 165 145 122 101 55 2621 46 2589 2562 2542 99 72 46 2443 2423 2402
is_linear=0
shrinkage=0.1


Tree=3711
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 16 16 402 2 3 2 1209 402 12 1208 1209 42 401 403 0 1209 401 15 13 402 47 47 45 11 33 402
split_gain=3.98286e-06 0.000119424 6.30495e-05 2.5427e-05 4.33047e-06 7.77458e-06 5.19547e-06 6.05845e-06 1.28748e-05 6.6792e-06 4.21599e-06 1.39782e-05 1.87703e-05 7.62657e-06 5.05994e-06 2.93945e-05 7.42848e-06 6.29846e-06 5.93866e-05 1.71398e-05 6.43146e-06 2.68637e-05 1.31485e-05 1.31178e-05 6.04814e-06 9.31683e-06 8.09123e-06 2.49908e-05 1.028e-05 6.36993e-06
threshold=-0.083284999999999984 0.10022000000000002 0.12679500000000002 0.089480000000000018 -0.12029499999999999 -0.090054999999999982 0.087450000000000014 0.097385000000000013 -0.083154999999999993 0.085235000000000019 0.10272000000000002 -0.087759999999999991 0.095175000000000023 0.086590000000000014 -0.087714999999999987 0.087405000000000024 0.13274500000000003 -0.52800499999999995 -0.086234999999999992 -0.069599999999999981 -1.0000000180025095e-35 0.098485000000000017 -0.066634999999999986 -0.42321999999999993 0.14174500000000004 0.13148500000000005 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 -0.10234999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 -1 -6 7 8 9 -7 13 12 -12 14 15 -2 17 18 -16 -19 21 22 -21 -22 25 26 27 -25 -29 -30
right_child=2 -3 -4 -5 5 6 -8 -9 -10 -11 11 -13 -14 -15 16 -17 -18 19 -20 20 23 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=4.3614764665887507e-05 -5.1820476164721187e-05 0.00023975412738460971 -0.00017792058495615494 -0.00011795329388405662 -4.9601099899812274e-05 -5.1294761760800613e-06 -4.0448010076943325e-05 5.3172340103628818e-05 -6.650903475626061e-05 6.5138442217479078e-05 5.2245266336588741e-05 7.6726119077648035e-05 -7.2822220727175593e-05 -5.9037957610350781e-05 6.454152997840928e-05 0.00011757445165477251 -5.2642948624755573e-05 9.29688275209628e-05 -0.00014982709065710273 6.2117815105011687e-05 6.7802158421194497e-05 -0.00011650094392431736 -3.362155583772619e-05 9.7990325230057351e-05 -5.3281162087971876e-05 5.339325710365577e-05 -5.7875389620676289e-05 -6.5696245292201646e-05 -4.6506525189936934e-05 6.4600171050178591e-07
leaf_weight=21 20 21 20 20 31 31 20 30 21 24 24 30 24 22 28 21 27 20 24 26 29 24 32 26 21 33 24 24 29 2374
leaf_count=21 20 21 20 20 31 31 20 30 21 24 24 30 24 22 28 21 27 20 24 26 29 24 32 26 21 33 24 24 29 2374
internal_value=0 1.3004e-05 -9.81355e-07 -1.10453e-05 9.66882e-07 -4.73761e-06 6.30023e-06 1.51207e-05 1.00252e-07 2.55329e-05 2.46537e-07 2.31787e-05 -1.02885e-05 -3.91376e-07 7.24004e-08 3.49428e-05 -4.49192e-07 7.00529e-08 -3.43978e-05 7.43355e-07 4.52061e-08 -2.75226e-05 9.29609e-06 9.28236e-07 1.62e-07 6.09134e-07 -9.40864e-08 4.71242e-07 -5.73461e-07 7.69533e-08
internal_weight=0 219 2902 198 178 157 126 106 76 55 2882 78 48 2804 2782 41 2741 2714 52 2662 2642 82 58 2560 2531 2510 2477 2453 2427 2403
internal_count=3121 219 2902 198 178 157 126 106 76 55 2882 78 48 2804 2782 41 2741 2714 52 2662 2642 82 58 2560 2531 2510 2477 2453 2427 2403
is_linear=0
shrinkage=0.1


Tree=3712
num_leaves=31
num_cat=0
split_feature=33 34 104 47 47 47 131 151 47 124 4 1 13 15 160 43 12 131 3 132 1203 1204 50 1185 13 13 376 480 133 480
split_gain=4.44806e-06 4.90497e-06 8.45519e-06 5.14495e-06 4.70519e-05 2.28656e-05 7.90442e-06 6.67947e-06 1.57733e-05 1.01275e-05 1.38149e-05 1.12636e-05 2.65603e-05 2.19742e-05 1.37981e-05 1.00549e-05 6.96105e-06 6.20682e-06 9.77153e-06 6.49209e-06 0.000144698 6.53494e-05 2.58181e-05 2.09849e-05 7.65413e-06 7.75859e-06 6.36519e-06 7.82676e-06 1.99428e-05 1.34362e-05
threshold=-0.044254999999999996 -0.097449999999999981 0.086600000000000024 0.092165000000000011 0.096475000000000019 0.090100000000000013 0.13767000000000004 -0.090064999999999992 0.10019500000000002 -0.013479999999999999 0.08184000000000001 0.10171500000000001 -0.020934999999999999 -0.07879499999999999 -0.016279999999999996 -0.0037449999999999996 0.087995000000000004 0.11669000000000002 -0.082284999999999983 -0.083284999999999984 0.089165000000000008 -0.082199999999999981 0.087730000000000016 -0.014244999999999999 0.056795000000000005 -0.0018299999999999998 -0.0016099999999999997 0.11191000000000002 0.076280000000000014 0.10344000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 17 -6 -9 -10 11 12 16 -13 -15 -12 -11 19 -19 20 22 -21 24 -23 25 -3 -25 29 -29 -28
right_child=1 2 -4 4 7 -7 -8 8 9 10 15 13 -14 14 -16 -17 -18 18 -20 21 -22 23 -24 26 -26 -27 27 28 -30 -31
leaf_value=4.4806185509184041e-05 4.1346618529912252e-05 4.6235521944646002e-06 -6.2469604555107338e-05 -0.00011830277403901532 -3.0104041950173934e-05 0.00010271830005050025 -5.9340978325715041e-05 7.6359511634412536e-05 6.4723941475330364e-05 6.4823696957319046e-05 -9.7881907613555093e-05 0.00012131229406285067 -0.00011788875865420324 5.4439067624116442e-05 -4.7772276658974988e-05 -1.0629261841391521e-05 -1.6690976520873266e-05 6.7480065346379496e-05 -8.3680301252047008e-06 -0.00014108325330832458 0.00027223511680858793 0.00010261192393954844 -0.00011602105715567071 3.6996932677640065e-05 5.5497315438317503e-05 -5.9730772456690754e-05 -1.051047367925801e-06 -1.664688782141268e-05 0.00011510129365888133 -7.9581664315562449e-05
leaf_weight=22 28 101 22 37 55 22 22 30 21 20 25 21 20 25 28 28 22 35 33 33 20 20 21 45 23 23 2250 27 20 22
leaf_count=22 28 101 22 37 55 22 22 30 21 20 25 21 20 25 28 28 22 35 33 33 20 20 21 45 23 23 2250 27 20 22
internal_value=0 -3.18081e-07 -6.97961e-07 -2.52249e-07 -1.20036e-05 1.18369e-06 3.54837e-07 1.32884e-06 8.53221e-06 -1.15741e-06 -8.47756e-06 8.40006e-06 -2.30404e-05 3.4742e-05 4.40622e-07 -5.17862e-05 2.21255e-05 8.4616e-07 3.06714e-05 6.7612e-08 1.79674e-05 -1.32468e-06 -1.23026e-05 6.09902e-07 2.51435e-06 -7.31314e-06 -2.53059e-07 -9.75892e-07 3.94162e-05 -1.81147e-06
internal_weight=0 3099 3071 3049 332 2717 2695 295 240 210 189 136 62 74 53 53 42 2673 68 2605 188 2417 168 2384 147 124 2364 2319 47 2272
internal_count=3121 3099 3071 3049 332 2717 2695 295 240 210 189 136 62 74 53 53 42 2673 68 2605 188 2417 168 2384 147 124 2364 2319 47 2272
is_linear=0
shrinkage=0.1


Tree=3713
num_leaves=31
num_cat=0
split_feature=132 1185 1203 133 43 43 51 43 43 401 43 16 401 15 131 15 43 13 13 160 160 13 52 2 0 15 43 1 151 15
split_gain=5.06681e-06 2.77559e-05 1.84707e-05 4.50572e-06 4.50807e-06 2.50458e-05 1.90648e-05 1.79488e-05 1.57012e-05 1.56073e-05 1.46869e-05 9.8775e-06 8.80702e-06 7.25427e-06 1.29328e-05 4.3734e-05 1.10814e-05 9.83898e-06 3.50953e-05 2.30699e-05 2.81629e-05 3.96828e-05 3.22229e-05 2.33247e-05 2.2509e-05 6.44012e-05 5.03761e-05 4.1889e-05 1.51308e-05 1.28069e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.51151499999999983 0.060960000000000007 0.055925000000000009 0.081440000000000026 0.05259500000000001 0.066275000000000014 -0.41128499999999996 0.093175000000000022 -0.080789999999999987 -0.099524999999999988 0.11461000000000002 0.08956500000000002 0.11923500000000002 0.016310000000000002 -0.087934999999999985 -0.087404999999999997 0.085045000000000023 -0.066074999999999981 -0.089109999999999981 0.086275000000000004 0.085155000000000022 -0.083804999999999977 0.085315000000000016 -0.010739999999999998 0.08592000000000001 -1.0000000180025095e-35 -0.09551999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 7 8 9 -6 -5 11 -10 -11 16 15 -15 17 19 -19 20 -14 22 24 -24 25 27 -26 -22 -21 -29
right_child=1 3 -4 4 6 -7 -8 -9 10 12 -12 -13 13 14 -16 -17 -18 18 -20 28 21 -23 23 -25 26 -27 -28 29 -30 -31
leaf_value=-3.8270036319049837e-06 0.00011566353385292349 3.2406813109044506e-05 -9.207791337286365e-05 8.2711876704074126e-05 -7.2733845211457406e-05 9.3424250785731082e-05 -8.9320611870538549e-05 -9.4395847991108898e-05 0.00010788856771320018 -6.4528396372528132e-05 -7.8201883202477708e-06 1.2006656958295605e-05 -2.3718183144607335e-05 0.00013681476482361177 -3.255635371412306e-05 2.5006093665069786e-06 -6.7163002095185225e-05 -0.00010880235922447737 -1.5198252912225308e-06 6.0567886028669214e-06 0.00014854045350469225 0.0001401174757976311 -0.0001249633217369029 8.3452743690161564e-06 -7.7331390639301392e-06 -0.00013123434149416756 0.00020927079395218959 4.7568300988132255e-05 -0.0001051045957428869 -3.5720669661714058e-05
leaf_weight=195 21 43 27 23 28 29 29 20 21 21 143 22 97 32 36 100 25 31 1862 24 34 34 21 35 20 22 23 48 25 30
leaf_count=195 21 43 27 23 28 29 29 20 21 21 143 22 97 32 36 100 25 31 1862 24 34 34 21 35 20 22 23 48 25 30
internal_value=0 1.115e-06 -1.45602e-05 2.79169e-07 -2.08128e-07 1.01284e-06 -1.32318e-05 -3.27824e-08 -2.92069e-06 7.09357e-07 7.58881e-06 5.88327e-05 -3.90784e-08 5.02849e-07 2.05721e-05 3.50616e-05 -9.4358e-07 -2.25677e-07 -3.2767e-06 1.37588e-05 2.24303e-05 3.91959e-05 2.44691e-05 -4.16454e-05 4.53867e-05 2.51857e-05 0.000108339 5.5911e-05 -5.06582e-05 1.55341e-05
internal_weight=0 2899 222 2878 2835 2592 243 2563 214 2543 186 43 2520 2499 168 132 2331 2306 1893 413 364 267 233 56 177 134 43 112 49 78
internal_count=3121 2899 222 2878 2835 2592 243 2563 214 2543 186 43 2520 2499 168 132 2331 2306 1893 413 364 267 233 56 177 134 43 112 49 78
is_linear=0
shrinkage=0.1


Tree=3714
num_leaves=31
num_cat=0
split_feature=132 393 1203 1213 1213 1213 42 52 1213 403 1213 402 2 402 402 1213 401 1209 1209 483 160 3 3 3 0 0 13 0 475 1210
split_gain=4.10412e-06 2.29177e-05 1.49613e-05 3.7365e-06 1.39911e-05 1.28294e-05 1.31879e-05 1.60283e-05 6.35331e-06 3.90702e-05 2.50736e-05 2.188e-05 1.39651e-05 1.0341e-05 8.32492e-06 6.6265e-06 7.54612e-06 9.05816e-06 1.92594e-05 7.49088e-06 1.02427e-05 6.82288e-06 3.211e-05 2.48162e-05 5.34458e-05 1.8477e-05 2.87765e-05 1.40824e-05 2.4562e-05 1.28095e-05
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 -0.24064499999999997 -0.15413999999999997 -0.41627499999999995 0.089810000000000015 0.08976000000000002 -0.087969999999999979 -0.0047449999999999992 -0.085284999999999986 0.13775000000000001 0.084715000000000013 0.11320500000000001 0.10607000000000001 -0.082994999999999985 0.10076500000000001 -0.084519999999999984 -0.069599999999999981 -0.47356499999999996 0.51262000000000008 -0.082234999999999989 -0.082039999999999988 -0.082689999999999986 -0.087184999999999985 0.10455500000000001 -0.014169999999999999 0.047850000000000011 -0.024084999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 7 -2 9 12 -10 13 -6 14 15 -12 17 -17 -19 -20 21 23 -23 -21 -25 27 -27 29 -29 -24
right_child=1 -3 -4 4 8 -7 -8 -9 10 -11 11 -13 -14 -15 -16 16 -18 18 19 20 -22 22 25 24 -26 26 -28 28 -30 -31
leaf_value=-3.4443031719815621e-06 7.5598855158508137e-05 0.00010509056063754195 -8.2870135385612102e-05 7.5382309005362914e-05 -2.6826499591455408e-05 -9.042170786415227e-05 -5.9583476511761549e-05 -3.9973357925191525e-05 8.3982529940840325e-05 -0.00010971483902454458 5.1192728110786101e-05 -8.2226967811038784e-05 7.8011814265563676e-05 6.63065304858416e-05 -5.2915789788600931e-05 -6.1471060407909491e-05 -5.4218489211052658e-05 9.9309775396250199e-05 -5.7309803477520211e-05 3.1486681323333109e-06 7.2574370497022751e-05 -0.00010785078420353942 -6.3782236395582004e-05 0.00018086155879427679 -1.2978644576144165e-05 -0.00014668608161049303 8.7104927773068015e-06 -2.4725996783152889e-05 0.00012197419507720043 2.7571615339861726e-07
leaf_weight=195 30 21 27 25 24 20 25 20 36 34 26 32 27 24 29 23 25 20 22 928 20 29 32 25 33 22 26 21 25 1275
leaf_count=195 30 21 27 25 24 20 25 20 36 34 26 32 27 24 29 23 25 20 22 928 20 29 32 25 33 22 26 21 25 1275
internal_value=0 1.0035e-06 -1.31042e-05 2.44e-07 9.09721e-07 -1.92581e-05 -2.81179e-07 2.937e-05 2.34662e-07 -2.66803e-05 1.09054e-06 -4.10895e-08 2.86761e-05 9.68487e-07 3.60927e-07 9.66344e-07 4.49367e-07 9.95827e-07 1.57562e-06 7.80391e-07 1.30502e-06 7.15037e-07 -3.69768e-06 7.11482e-06 7.05732e-05 -1.54176e-06 -6.25129e-05 6.21297e-07 5.50024e-05 -1.29265e-06
internal_weight=0 2899 222 2878 2783 95 75 50 2758 85 2673 2637 51 2605 2581 2552 2526 2501 2478 2458 2436 2416 1430 986 58 1401 48 1353 46 1307
internal_count=3121 2899 222 2878 2783 95 75 50 2758 85 2673 2637 51 2605 2581 2552 2526 2501 2478 2458 2436 2416 1430 986 58 1401 48 1353 46 1307
is_linear=0
shrinkage=0.1


Tree=3715
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 3 1209 1212 1212 1212 1212 1213 1213 402 402 402 391 129 4 1212 132 15 1185 50 52 132 43 3 2 128 124 403
split_gain=4.06904e-06 7.1487e-06 5.76592e-06 3.32807e-05 6.82114e-06 4.3152e-06 3.26729e-05 1.60925e-05 9.81234e-06 2.73391e-05 8.93978e-06 8.99351e-06 1.37364e-05 1.11369e-05 1.6505e-05 1.68034e-05 7.41604e-06 9.89033e-06 6.82066e-06 0.000138525 8.49705e-05 2.15163e-05 7.23668e-06 7.10372e-06 1.43955e-05 8.6686e-06 7.38331e-06 7.07637e-06 7.64175e-06 6.74775e-06
threshold=0.11846000000000001 0.10683000000000002 -0.087714999999999987 -0.082334999999999978 -0.074484999999999982 -0.089544999999999986 -0.073259999999999978 -0.121045 -1.0000000180025095e-35 -0.063509999999999997 -0.24064499999999997 0.13597000000000001 0.11174500000000002 0.10708500000000001 -0.088134999999999977 -0.075474999999999987 -0.07712999999999999 -0.41556999999999994 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.09227500000000001 0.090645000000000017 -0.40070499999999992 0.0010100000000000003 -0.084964999999999985 0.085485000000000019 0.11876500000000001 -0.19228999999999999 0.44389500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 16 9 -8 -10 12 13 14 -12 -16 29 -18 19 21 -20 22 23 -17 25 26 -25 28 -22 -6
right_child=-2 -3 4 -5 5 6 8 -9 10 -11 11 -13 -14 -15 15 18 17 -19 20 -21 27 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00012927650925467746 3.9395151095679749e-05 -5.5873994071352291e-05 -4.2017192120114584e-05 -3.7258617008514459e-05 -7.0010357616080333e-05 -0.00012804951271391473 0.00012589531214127255 8.6599863182830946e-05 -5.3926019805775494e-05 -3.1755229759834371e-05 -9.0880672660205162e-05 6.2346198145583602e-05 -7.7403664972339553e-05 7.1064366073352915e-05 8.540767157683149e-05 -5.5582212977848638e-05 -1.821394088556585e-05 7.6706172036384006e-05 -0.00020709603410580258 0.00026657680853531929 -6.2197504971663877e-05 -9.9716316560716231e-05 5.5436062955943101e-05 3.5072017034866748e-05 8.0605536932125692e-05 -7.1249666286803408e-05 -4.192814696580172e-05 5.7660256009382598e-05 -1.2936094133341283e-07 9.2384701323074605e-06
leaf_weight=21 26 23 39 28 22 20 22 27 31 22 20 23 23 22 23 24 23 21 20 20 20 24 22 33 20 20 20 21 2420 21
leaf_count=21 26 23 39 28 22 20 22 27 31 22 20 23 23 22 23 24 23 21 20 20 20 24 22 33 20 20 20 21 2420 21
internal_value=0 -3.30935e-07 8.49152e-08 3.41136e-05 -4.66658e-07 7.63956e-08 -6.81505e-07 1.91569e-05 2.12305e-07 4.707e-05 -5.22456e-07 7.41241e-08 -4.46318e-07 2.02278e-07 -3.73624e-07 3.00042e-07 -1.77369e-06 2.70888e-05 -4.34746e-07 1.81962e-05 -1.80897e-06 -1.228e-05 2.81692e-06 -7.07728e-06 5.44012e-06 -1.51531e-05 6.01535e-06 -1.40649e-07 -6.38116e-07 -3.13074e-05
internal_weight=0 3095 3072 49 3023 2984 2870 114 2850 44 2806 2775 2752 2729 2707 2687 87 44 2664 183 2481 163 139 117 93 73 53 2461 2440 43
internal_count=3121 3095 3072 49 3023 2984 2870 114 2850 44 2806 2775 2752 2729 2707 2687 87 44 2664 183 2481 163 139 117 93 73 53 2461 2440 43
is_linear=0
shrinkage=0.1


Tree=3716
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 132 403 0 4 1213 1213 1209 2 3 1208 133 16 130 4 4 130 1210 12 12 13 133 12 130 130 42 130
split_gain=4.1936e-06 2.83759e-05 1.47621e-05 9.66908e-06 5.98229e-06 5.28854e-06 7.30148e-06 6.65453e-06 5.44499e-06 5.12204e-06 3.9398e-06 1.16123e-05 1.99835e-05 5.25717e-06 4.69022e-06 4.77489e-06 4.4979e-06 2.10567e-05 2.65734e-05 1.76287e-05 1.46776e-05 4.82474e-05 6.85872e-05 5.59664e-05 1.42012e-05 1.6105e-05 3.67636e-05 2.33353e-05 1.34393e-05 1.27884e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.086059999999999984 -0.088034999999999988 -0.073309999999999986 0.061775000000000004 -0.077814999999999981 0.052820000000000013 0.10272000000000002 0.094215000000000007 -0.082284999999999983 0.086590000000000014 -0.51151499999999983 -0.080954999999999985 0.087230000000000016 -0.088784999999999989 -0.08484499999999999 0.085870000000000016 -0.065674999999999983 0.088245000000000004 0.090455000000000021 -0.088464999999999988 -0.085499999999999979 0.090165000000000009 0.097765000000000005 0.09721500000000001 -0.095284999999999995 0.016915000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -7 -10 13 12 -12 14 15 -3 19 -18 -19 20 21 23 -23 -16 -20 27 -27 -26 -28 -22
right_child=1 10 -4 -5 -6 6 -8 -9 9 -11 11 -13 -14 -15 16 -17 17 18 24 -21 29 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=-4.8495040075225842e-05 0.0001168351792286904 6.5249583167315001e-05 -8.5633195121772592e-05 -6.8196764671787e-05 4.5979198720098273e-05 4.590720615981679e-05 -4.8612688723634081e-05 6.5078790032116349e-05 -3.3369277375696567e-05 2.835836454323726e-05 5.1186132874975624e-05 7.11428376477367e-05 -7.8310528161554518e-05 -4.9139621213808745e-05 -0.00012398959489505145 -2.2622428150498311e-06 -0.00010736710923993088 0.0001048932246339973 -9.2025928262790501e-05 8.7699399797281301e-05 -1.1877991558736013e-06 0.00025208437041328579 9.6199244451002282e-06 6.7813139958161633e-05 -2.0636964041774195e-05 -0.00011577622462937143 6.3818475112687641e-05 0.00011991458574941913 -4.2008933050965431e-05 -7.9566553454025709e-05
leaf_weight=23 21 22 25 21 28 21 22 21 41 20 26 30 22 22 29 20 22 20 22 23 2389 20 28 32 27 32 30 21 20 21
leaf_count=23 21 22 25 21 28 21 22 21 41 20 26 30 22 22 29 20 22 20 22 23 2389 20 28 32 27 32 30 21 20 21
internal_value=0 1.01437e-06 -1.32463e-05 -4.06014e-06 3.59253e-06 -4.42657e-06 3.68203e-06 1.48518e-05 1.98876e-06 -1.31307e-05 1.69261e-07 2.23371e-05 -8.1665e-06 -4.48271e-07 -6.26666e-08 3.31011e-05 -5.71759e-07 -1.52486e-05 -3.46605e-06 5.48349e-07 -2.47393e-07 3.56456e-05 0.000110647 -2.33718e-05 -1.77239e-05 -5.14966e-06 -3.20788e-05 4.08543e-05 2.14875e-05 -1.87077e-06
internal_weight=0 2899 222 197 176 148 125 103 82 61 2878 78 48 2800 2778 42 2736 194 172 2542 2519 109 48 61 152 130 82 48 50 2410
internal_count=3121 2899 222 197 176 148 125 103 82 61 2878 78 48 2800 2778 42 2736 194 172 2542 2519 109 48 61 152 130 82 48 50 2410
is_linear=0
shrinkage=0.1


Tree=3717
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 1203 13 13 16 3 33 9 15 41 401 15 15 12 11 156 156 12 157 156 15 4 13 4 13 2 0
split_gain=3.88726e-06 0.00011486 6.33569e-05 1.29842e-05 4.30521e-06 5.58915e-06 6.93443e-06 1.22649e-05 7.27484e-06 3.78149e-06 4.33507e-06 1.96918e-05 5.46194e-06 9.58693e-06 1.4243e-05 1.54806e-05 5.16732e-06 4.53535e-06 1.83252e-05 1.69957e-05 1.41412e-05 9.51935e-06 5.92995e-06 5.39469e-06 1.13457e-05 2.64829e-05 8.36025e-05 4.61839e-05 1.73109e-05 2.36369e-05
threshold=-0.083284999999999984 0.0044650000000000011 -0.087384999999999977 0.087075000000000014 0.084375000000000019 -0.051094999999999995 0.056795000000000005 -0.090054999999999982 -0.077644999999999978 -0.044254999999999996 0.088235000000000022 -0.10091499999999999 0.07677500000000001 0.080190000000000011 -0.015744999999999999 0.081070000000000017 0.085250000000000006 0.090070000000000025 0.11896500000000002 0.15173500000000004 0.10061500000000002 0.41580000000000006 0.12734000000000004 0.095175000000000023 -0.072334999999999997 -0.080519999999999994 -0.050494999999999991 -0.077944999999999987 0.096540000000000015 -0.072594999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 7 -7 -9 -4 12 16 17 14 -14 -16 -12 19 20 21 -19 22 23 -11 28 26 -26 -27 29 -25
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leaf_value=4.016109527583467e-05 -0.00017833956415415743 0.00022955915873436344 4.1561982689844717e-05 -7.8693578194361178e-05 3.2853736174729418e-05 -9.4625262895335814e-05 2.0716804990245563e-05 -3.6478078945014532e-05 3.262533608358353e-05 -2.253202271591122e-06 4.7899306472183009e-05 -0.00010777839906950248 1.9262547100464745e-08 -4.2233500425936658e-05 0.00013036145313283972 1.4228266979898763e-05 -2.3123821847548243e-05 -7.3020682048081657e-05 0.0001024416285093009 -8.6655670036080943e-05 4.1953034769903756e-05 6.6741376178383477e-05 -5.5100217650760897e-05 4.235316218357086e-05 -0.00021913044296893318 0.00014539366505535631 3.7650534550692786e-05 -4.668736776738702e-06 0.00010288878953549008 -7.3711948053918925e-05
leaf_weight=20 20 22 22 25 30 23 35 39 25 2204 21 20 57 20 24 22 20 20 21 23 23 21 20 74 21 24 32 141 29 23
leaf_count=20 20 22 22 25 30 23 35 39 25 2204 21 20 57 20 24 22 20 20 21 23 23 21 20 74 21 24 32 141 29 23
internal_value=0 1.2847e-05 -9.69499e-07 -1.13544e-05 -1.56669e-06 -8.83861e-06 -1.68713e-05 -3.1993e-05 -9.48456e-06 2.61382e-07 -5.63146e-08 -2.64288e-05 5.18435e-07 2.1123e-05 3.34252e-05 7.48195e-05 1.32539e-05 -4.28634e-07 2.58716e-05 -1.07305e-06 -1.15231e-05 -3.12756e-07 -8.61096e-07 -4.35357e-07 1.12115e-05 -2.59526e-06 -6.40929e-05 1.71585e-05 3.50995e-05 1.48326e-05
internal_weight=0 219 2902 197 172 142 122 87 64 2882 2860 61 2799 123 103 46 41 2676 64 2612 43 2589 2568 2548 344 218 53 165 126 97
internal_count=3121 219 2902 197 172 142 122 87 64 2882 2860 61 2799 123 103 46 41 2676 64 2612 43 2589 2568 2548 344 218 53 165 126 97
is_linear=0
shrinkage=0.1


Tree=3718
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1210 1210 1208 1212 13 13 1210 3 1210 1209 403 1210 1210 2 2 2 3 16 48 150 1456 45 150 13 10 1 3
split_gain=4.31838e-06 5.58009e-06 5.95304e-06 2.86447e-05 6.69232e-06 5.12833e-06 5.86065e-06 2.08585e-05 1.88462e-05 1.62354e-05 1.04961e-05 5.74124e-06 1.93652e-05 5.26899e-06 7.27803e-06 8.22848e-06 6.01185e-06 2.53849e-05 2.75434e-05 4.8848e-05 2.62944e-05 2.2981e-05 1.94704e-05 1.93395e-05 1.64519e-05 1.36374e-05 1.37732e-05 2.35145e-05 3.14818e-05 1.3301e-05
threshold=0.11846000000000001 0.10480500000000002 0.2506000000000001 -0.13847499999999999 -0.090569999999999998 1.0000000180025095e-35 -0.088629999999999987 -0.095304999999999987 -0.087404999999999997 -0.083289999999999989 -0.078244999999999995 -0.079504999999999978 -0.084629999999999997 -0.5341999999999999 -0.064344999999999999 -0.047399999999999991 0.10912000000000001 0.10584500000000001 0.10644500000000001 -0.0025099999999999996 -0.0034149999999999996 -0.075224999999999986 0.11235000000000002 -1.0000000180025095e-35 0.084355000000000013 0.097810000000000022 0.24813000000000004 -0.38124499999999995 0.14804000000000003 -0.14186499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -9 -8 -10 -11 -13 -14 -15 -16 17 24 -19 20 -20 -18 23 -23 -17 26 27 -25 29 -29
right_child=-2 -3 -4 4 5 -7 9 8 10 11 -12 12 13 14 15 16 21 18 19 -21 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0001116850554156016 4.0584240699760047e-05 -4.4000305874290244e-05 -4.4255528676634035e-05 -5.5290908494498585e-05 6.4040354577034878e-05 4.9309028283806542e-05 8.620964945293963e-05 -0.00010629539974615909 -5.2677203281994235e-05 -4.0874033220461574e-05 2.5932769661137305e-05 9.613504326331341e-05 -3.6753695223104358e-05 5.0093967052064203e-05 -5.737535917432979e-05 -6.6789963305740494e-07 -8.2609986118488741e-05 -0.00015306601857706224 3.6868629481264011e-06 0.00011095895584730897 -0.0001293795716871197 0.00010249057306628814 8.2668186912901323e-05 8.8887188396895636e-05 9.0486766130197803e-05 -6.202502427813357e-05 -6.679899524897337e-05 -2.6503750182925708e-05 -9.6699876787299994e-05 2.2056912084765248e-05
leaf_weight=23 26 29 30 22 23 21 22 31 33 34 35 21 39 29 25 1977 26 21 27 20 33 21 38 37 20 29 23 69 28 309
leaf_count=23 26 29 30 22 23 21 22 31 33 34 35 21 39 29 25 1977 26 21 27 20 33 21 38 37 20 29 23 69 28 309
internal_value=0 -3.40932e-07 7.20239e-08 5.10043e-07 -3.38621e-07 6.5575e-08 -2.82611e-07 -2.17453e-05 -4.16753e-05 6.36789e-07 -1.22162e-05 -2.93832e-08 4.68009e-07 -2.57003e-07 2.63996e-07 -2.7062e-07 2.62471e-07 -2.22874e-06 -5.11405e-05 -2.4385e-05 -6.94997e-05 9.27377e-06 1.3586e-05 8.49856e-06 2.45016e-07 4.51102e-06 8.65167e-06 1.2569e-05 5.61387e-06 1.31927e-05
internal_weight=0 3095 3066 3036 3013 2991 2970 122 99 2848 68 2826 2792 2771 2732 2703 2678 2098 101 80 60 580 554 516 1997 495 466 443 406 378
internal_count=3121 3095 3066 3036 3013 2991 2970 122 99 2848 68 2826 2792 2771 2732 2703 2678 2098 101 80 60 580 554 516 1997 495 466 443 406 378
is_linear=0
shrinkage=0.1


Tree=3719
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 132 0 15 130 3 2 1208 16 1209 1209 1209 1212 1210 12 3 1212 1212 1212 43 402 12 403 401 401 45 11
split_gain=4.17542e-06 3.09798e-05 1.196e-05 1.41514e-05 4.82669e-06 4.1168e-06 8.11521e-06 6.43215e-06 1.23294e-05 6.53948e-06 4.01843e-06 4.20852e-05 1.353e-05 6.64243e-06 6.25506e-06 3.83675e-06 2.91089e-05 1.64516e-05 2.40099e-05 7.13531e-06 1.40932e-05 6.61648e-06 6.3842e-05 5.53176e-06 1.58338e-05 1.53978e-05 5.84636e-06 7.38851e-06 5.28467e-06 2.04882e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.086059999999999984 -0.073309999999999986 -0.23032499999999997 0.09364500000000002 -0.080104999999999996 0.084655000000000022 0.10233500000000001 -0.079734999999999986 -0.097919999999999993 -0.087714999999999987 -0.074484999999999982 -0.089544999999999986 -0.14310999999999999 0.088305000000000008 -0.081459999999999991 -0.22254999999999997 -0.42670499999999995 -1.0000000180025095e-35 0.0034250000000000005 0.11174500000000002 0.091085000000000013 -0.54631999999999992 0.097145000000000023 0.092045000000000016 0.094030000000000016 -0.011194999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 9 -8 12 -12 -3 -14 -15 17 -17 18 -16 20 -19 22 -18 25 -25 -23 27 28 29 -27
right_child=1 10 -4 -5 -6 -7 7 -9 -10 -11 11 -13 13 14 15 16 21 19 -20 -21 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=6.0962570920050239e-05 0.00012203035564328145 -8.2368721195962293e-05 -7.8373284108238309e-05 -8.2540487797121468e-05 4.2382281571917707e-05 -4.1775250650496912e-05 -5.9167867458081275e-05 -5.2594108524317562e-05 7.0174464913593107e-05 9.4737618097237182e-06 0.00014389649390068372 -3.4523343096318576e-05 4.9534376417644434e-05 -4.0072118094823781e-05 -7.9050430213101214e-06 -0.00010191144402987058 0.00014671244532040036 -4.477631603687927e-05 0.00014704629971674878 -5.9773874946651112e-05 6.5925744796834846e-05 8.5741835833427364e-05 -7.489349157437504e-05 -9.7204856334899759e-05 2.7120534141431563e-05 9.0344767131682614e-05 -5.2788172927518777e-05 6.0732855490641673e-05 -3.7296756741661261e-05 -6.5714990841571352e-07
leaf_weight=21 21 20 25 21 28 23 23 24 22 35 20 39 27 39 20 28 26 23 20 21 23 21 26 21 20 25 21 20 38 2380
leaf_count=21 21 20 25 21 28 23 23 24 22 35 20 39 27 39 20 28 26 23 20 21 23 21 26 21 20 25 21 20 38 2380
internal_value=0 1.01218e-06 -1.32175e-05 -4.94905e-06 4.30902e-06 -2.89403e-06 4.26011e-06 -7.18942e-06 6.43199e-06 -1.77462e-05 1.29139e-07 2.5958e-05 -4.11443e-07 1.74175e-07 -3.06606e-07 2.60849e-07 -4.95472e-07 1.88225e-05 6.95706e-05 -1.14748e-05 1.05747e-05 5.97541e-07 3.59095e-05 -1.23677e-07 -3.65583e-05 4.72659e-07 -2.48216e-07 1.99749e-07 -2.95814e-07 2.88816e-07
internal_weight=0 2899 222 197 176 148 125 104 80 58 2878 59 2819 2799 2772 2733 2626 107 40 67 46 2598 52 2546 41 2505 2484 2463 2443 2405
internal_count=3121 2899 222 197 176 148 125 104 80 58 2878 59 2819 2799 2772 2733 2626 107 40 67 46 2598 52 2546 41 2505 2484 2463 2443 2405
is_linear=0
shrinkage=0.1


Tree=3720
num_leaves=31
num_cat=0
split_feature=1211 133 403 1211 1211 133 399 399 15 402 133 15 394 390 133 129 130 42 42 401 1213 1213 481 42 160 403 12 1209 47 483
split_gain=4.04366e-06 2.24093e-05 2.24796e-05 6.77767e-06 5.41708e-06 1.34284e-05 7.78262e-06 1.93831e-05 5.6544e-06 4.72116e-06 1.09456e-05 1.09385e-05 4.70599e-06 4.59717e-06 7.7828e-06 6.58531e-06 4.45245e-06 1.0039e-05 5.92642e-06 7.80173e-06 7.65024e-06 1.14721e-05 7.28994e-06 8.53776e-05 5.50938e-05 3.28789e-05 2.00703e-05 1.19393e-05 6.24408e-06 6.06758e-06
threshold=0.11048500000000001 0.51314000000000015 0.022375000000000003 0.10326000000000002 0.087635000000000005 -0.080849999999999991 0.091895000000000018 0.10054500000000001 0.090325000000000003 -0.45015499999999992 0.50628500000000021 0.086495000000000002 0.10276 0.087590000000000015 -0.093189999999999981 -1.0000000180025095e-35 -0.22699999999999995 0.15021500000000002 0.12961500000000001 0.13729500000000003 0.14530000000000001 0.10210000000000001 -0.086354999999999987 0.089905000000000013 -0.014869999999999998 -0.55049499999999985 0.083985000000000018 -0.089214999999999989 0.14174500000000004 -0.47181499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 9 -8 -9 11 12 -1 13 15 -15 -11 -17 18 19 20 21 22 23 24 -18 -24 -26 -27 29 -29
right_child=1 -3 -4 -5 5 -7 7 8 -10 10 -12 -13 -14 14 -16 16 17 -19 -20 -21 -22 -23 25 -25 26 27 -28 28 -30 -31
leaf_value=2.2186956048244611e-05 0.00010106060988225699 -6.9807590407435782e-05 -2.3205602322680839e-05 -5.7201734485022908e-05 -1.0689310461045886e-05 9.5822156654321586e-05 -0.00011144105671353994 2.9859625120197648e-05 -3.7371106902190318e-05 -5.8230236609233545e-05 5.3189747733575552e-05 -7.7947929436561491e-05 4.1394902479994392e-05 7.5325410718852213e-05 -1.0768689805575247e-05 -4.6506381338639626e-05 0.00014715339092179894 5.7243457546671077e-05 -4.4396908666502928e-05 6.1802436978268825e-05 -5.0274847683707076e-05 7.33100092994781e-05 0.00010794694738446457 -0.00016006329404979515 -9.333598397915922e-05 -6.2699983778481019e-05 3.9273976844491528e-05 4.8280229608420857e-05 -5.4532146619056305e-05 -2.9348567025793332e-07
leaf_weight=20 37 20 24 21 29 20 22 29 22 20 39 24 27 21 21 21 27 30 31 20 31 21 28 33 25 31 21 26 21 2359
leaf_count=20 37 20 24 21 29 20 22 29 22 20 39 24 27 21 21 21 27 30 31 20 31 21 28 33 25 31 21 26 21 2359
internal_value=0 2.20513e-05 5.2169e-05 -5.87559e-07 -1.93754e-07 3.27848e-05 -7.37844e-07 -3.29855e-05 8.58133e-07 7.4747e-08 5.76079e-07 -3.24321e-05 -1.53108e-07 -5.55619e-07 3.22784e-05 -1.058e-06 -6.38384e-07 -2.8216e-07 -9.27549e-07 -4.17693e-07 -8.92112e-07 -3.01501e-07 -9.02762e-07 -2.65811e-05 3.37602e-05 2.01458e-07 -3.27967e-05 -1.03649e-06 -2.41987e-07 2.36039e-07
internal_weight=0 81 61 3040 3019 49 2970 73 51 2897 2853 44 2814 2787 42 2745 2725 2704 2674 2643 2623 2592 2571 106 73 2465 46 2437 2406 2385
internal_count=3121 81 61 3040 3019 49 2970 73 51 2897 2853 44 2814 2787 42 2745 2725 2704 2674 2643 2623 2592 2571 106 73 2465 46 2437 2406 2385
is_linear=0
shrinkage=0.1


Tree=3721
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 0 3 43 403 1204 43 133 128 50 12 12 133 394 1176 128 12 12 132 130 133 16 16 16 12 43 0
split_gain=3.94594e-06 0.000107964 6.01745e-05 2.08576e-05 3.8601e-06 5.08299e-06 7.14291e-06 6.21913e-06 8.50582e-06 7.24982e-06 3.49304e-06 4.13723e-06 1.11838e-05 1.57437e-05 2.62901e-05 1.1288e-05 9.58126e-06 1.37534e-05 8.50153e-06 2.29894e-05 1.30221e-05 1.17494e-05 9.45337e-06 5.95515e-06 1.2488e-05 2.69565e-05 1.12583e-05 1.88932e-05 8.17448e-06 3.13167e-05
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.098289999999999975 -0.073309999999999986 0.51292500000000019 -0.08989999999999998 -0.084699999999999984 -0.0082299999999999995 -0.51151499999999983 0.089745000000000005 0.090630000000000016 0.089085000000000011 0.094835000000000017 -0.0077049999999999992 -0.12099999999999998 0.085730000000000015 0.079650000000000012 0.088615000000000013 0.23631000000000002 0.13831000000000002 -0.22461999999999996 -0.14032999999999998 -0.093244999999999981 -0.13941499999999998 -0.085589999999999986 0.087075000000000014 0.062770000000000006 -0.097274999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 7 -7 -6 -9 -10 -4 16 13 15 -15 -13 -12 18 20 -20 21 22 -18 24 25 -24 -26 -28 -25 -30
right_child=2 -3 10 -5 5 6 -8 8 9 -11 11 12 -14 14 -16 -17 17 -19 19 -21 -22 -23 23 28 26 -27 27 -29 29 -31
leaf_value=-3.3868637210279877e-05 -0.00016573327490980525 0.00022853988470853353 2.8569704895638753e-05 -0.0001067492397123715 4.3714315203639375e-05 7.60612577737034e-05 -2.8246589863556441e-06 2.7873522412846796e-05 1.9172225658318593e-06 -7.0789921926461838e-05 6.6468615577005874e-05 -4.2187947774832338e-05 3.6873187213821496e-05 -0.00014143322097459954 -1.0934047081958086e-05 5.162174706568074e-05 6.4053915472565368e-05 -7.2171641127519818e-05 -2.6420404736365361e-05 0.00011985677912044985 -8.0193582125502881e-05 -5.7586698396254877e-05 5.1924672355431375e-06 1.0735508290477526e-06 -4.8836862551979722e-05 0.00013748312077647523 -3.4093414568156612e-05 8.0054695015484159e-05 -0.00013354830357870511 -1.1423590991685878e-06
leaf_weight=27 22 21 43 20 21 22 24 28 24 32 22 23 31 26 38 29 24 26 22 21 20 34 43 2244 35 24 29 29 22 95
leaf_count=27 22 21 43 20 21 22 24 28 24 32 22 23 31 26 38 29 24 26 22 21 20 34 43 2244 35 24 29 29 22 95
internal_value=0 1.29436e-05 -9.76785e-07 -9.92266e-06 9.56729e-07 7.18378e-06 3.49034e-05 -4.96005e-06 -1.71286e-05 -3.96297e-05 2.81771e-07 -1.46985e-07 -1.64829e-05 -3.07418e-05 -6.39493e-05 1.0129e-05 7.45719e-07 2.03776e-07 9.16025e-07 4.50173e-05 1.86377e-07 8.09719e-07 1.58987e-06 9.95208e-07 1.96654e-05 5.25802e-05 -4.04745e-06 2.29806e-05 -2.70029e-07 -2.60392e-05
internal_weight=0 219 2902 198 178 151 46 105 84 56 2880 2837 147 116 64 52 2690 2668 2642 43 2599 2579 2545 2521 160 67 93 58 2361 117
internal_count=3121 219 2902 198 178 151 46 105 84 56 2880 2837 147 116 64 52 2690 2668 2642 43 2599 2579 2545 2521 160 67 93 58 2361 117
is_linear=0
shrinkage=0.1


Tree=3722
num_leaves=31
num_cat=0
split_feature=130 10 2 40 40 40 34 34 97 11 123 1 44 1429 156 11 0 13 0 12 9 51 9 0 1 475 1426 1429 475 156
split_gain=4.11225e-06 1.13621e-05 1.505e-05 1.09839e-05 7.49765e-06 7.30131e-06 6.80939e-06 1.12159e-05 3.50136e-05 2.21569e-05 6.59962e-06 5.01445e-06 5.46766e-06 9.08615e-06 1.66928e-05 6.30432e-06 9.23132e-06 2.54352e-05 1.658e-05 1.37702e-05 8.65639e-06 8.18392e-06 6.81643e-06 7.02739e-06 1.3767e-05 1.67269e-05 6.66364e-06 7.98293e-06 9.82939e-06 6.08298e-06
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 -0.085734999999999992 -0.08440499999999998 -0.112215 -0.057544999999999992 -0.079444999999999988 -1.0000000180025095e-35 0.084180000000000019 0.15799000000000005 0.084760000000000016 -0.23752499999999996 0.32523500000000005 0.097680000000000017 0.11070500000000001 0.097995000000000013 0.062580000000000011 0.091200000000000017 0.092235000000000011 -1.0000000180025095e-35 0.082870000000000013 -0.0058249999999999994 0.081315000000000012 -0.008964999999999999 -0.081389999999999976 -0.069929999999999978 -0.0041249999999999993 -0.092624999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 10 -6 -7 8 -8 -9 -5 12 13 -11 15 16 18 19 20 -18 22 -21 23 26 -25 -26 -15 28 -28 -29
right_child=1 3 -4 4 5 6 7 9 -10 11 -12 -13 -14 14 -16 -17 17 -19 -20 21 -22 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=-4.5198991920187843e-05 -6.5415074849235171e-06 -7.2482331667006727e-05 0.00011466760561233969 7.4392718670424077e-05 -5.9366385505113401e-05 -5.4392574225937067e-05 -2.3974452702649643e-05 -0.00010058654532423878 0.00013886905500207238 -6.7127385277672148e-05 6.7102788093239618e-06 -4.634990654385943e-05 3.9255232912991136e-05 -5.8482682761678012e-05 9.1546386756817823e-05 -4.0063181954909133e-05 -6.6979999800900094e-05 0.00012002059453379843 -8.3431390794430637e-05 -2.1772132749902085e-05 5.8627647900721063e-05 5.9295348542450077e-05 -5.8653587184380744e-05 9.4406236443635711e-05 5.856425502445616e-05 -4.8904310982228106e-05 9.3401812700903979e-05 -5.3612402420681475e-05 -4.5540948381780517e-06 -7.8787457906465245e-07
leaf_weight=20 21 21 20 25 21 23 31 22 23 20 34 23 36 20 20 39 21 24 24 20 25 33 20 23 28 30 20 22 21 2391
leaf_count=20 21 21 20 25 21 23 31 22 23 20 34 23 36 20 20 39 21 24 24 20 25 33 20 23 28 30 20 22 21 2391
internal_value=0 2.91516e-07 5.25849e-05 -4.09147e-07 8.88911e-08 -6.10009e-07 -1.93016e-07 2.31572e-07 4.53848e-05 -6.14464e-07 3.53893e-05 1.54552e-07 5.31571e-07 3.38733e-08 5.16874e-07 -1.42521e-07 4.2945e-07 3.05635e-05 -6.95981e-07 1.55032e-06 6.77301e-08 2.87038e-05 -5.00813e-07 -4.56051e-08 2.89384e-05 2.97707e-06 -9.94557e-07 -5.26031e-07 4.32293e-05 -1.26949e-06
internal_weight=0 3101 41 3060 3039 2980 2959 2936 54 2882 59 2860 2837 2801 2781 2761 2722 98 2624 74 2600 53 2575 2555 81 58 2474 2454 41 2413
internal_count=3121 3101 41 3060 3039 2980 2959 2936 54 2882 59 2860 2837 2801 2781 2761 2722 98 2624 74 2600 53 2575 2555 81 58 2474 2454 41 2413
is_linear=0
shrinkage=0.1


Tree=3723
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 403 403 1213 16 16 132 156 475 157 1429 1372 12 1 43 43 1446 480 1420 0 155 155 42 480 481 2 480
split_gain=3.98317e-06 3.23563e-05 1.14101e-05 9.30936e-06 4.55691e-06 7.91365e-06 4.90876e-06 7.7105e-06 4.7804e-06 1.05381e-05 3.55783e-06 1.67694e-05 3.62736e-06 2.74139e-05 2.26036e-05 1.423e-05 2.24414e-05 2.02098e-05 1.25071e-05 6.35489e-06 1.18016e-05 6.15554e-06 1.15357e-05 7.22158e-06 7.07343e-06 8.20623e-06 7.48889e-06 5.57386e-05 3.90734e-05 1.87692e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.090774999999999981 -0.088034999999999988 -0.07797999999999998 -0.088909999999999989 -0.073404999999999984 -0.40070499999999992 0.3248100000000001 0.13528000000000004 -0.087424999999999989 0.083840000000000012 -0.095709999999999976 0.08493500000000001 0.081670000000000006 -0.08231999999999999 -0.078844999999999985 -0.09143999999999998 0.11471500000000003 -0.079539999999999986 -0.084144999999999984 0.11245500000000001 0.091145000000000018 0.083235000000000017 0.086995000000000017 -0.086354999999999987 0.086330000000000004 0.083235000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7 -8 -9 -10 11 12 13 15 -14 16 -3 -17 -19 -16 21 22 -21 24 26 -26 29 -28 -29 -23
right_child=1 10 -4 -5 5 6 7 8 9 -11 -12 -13 14 -15 19 17 -18 18 -20 20 -22 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=4.8021976299423846e-05 0.00012466611820162229 0.00012594438898304362 -8.1265051134819674e-05 -6.0002310904868263e-05 -5.9754278031288697e-05 5.1970432850794174e-05 -3.9936093561563111e-05 5.3161843718877812e-05 -4.9417514295176573e-05 4.0884844708801086e-05 -3.9086788804169096e-05 9.1648577745218068e-05 0.0001065307589033182 -0.0001213494876754426 -5.6334591172344516e-05 -8.0097126121674792e-05 -1.1747847597219116e-05 6.4190403362671423e-05 -3.7383769416588952e-05 2.0446207381610294e-05 7.0051450378135391e-05 4.9115729415241282e-07 -8.0571744260501317e-05 3.6101630063388838e-05 -8.7538202642463154e-05 3.0500451794068796e-06 -0.00013710897932242005 0.00013993278367706806 -1.961933854600471e-05 9.1270749892472579e-05
leaf_weight=20 21 20 22 27 21 20 36 24 24 28 23 20 20 21 20 36 29 27 22 20 24 2334 26 55 20 20 32 20 66 23
leaf_count=20 21 20 22 27 21 20 36 24 24 28 23 20 20 21 20 36 29 27 22 20 24 2334 26 55 20 20 32 20 66 23
internal_value=0 9.886e-07 -1.29097e-05 -5.39057e-06 3.13265e-06 -2.73524e-06 6.33598e-06 -1.81303e-06 1.62453e-05 -7.93167e-07 8.61576e-08 4.01737e-07 -2.4198e-07 -1.51157e-05 6.18255e-07 1.53285e-06 4.44531e-05 -2.32094e-05 1.85857e-05 -1.78079e-07 2.47349e-07 -3.93056e-07 -3.66509e-05 2.55917e-07 -5.27985e-07 -4.22441e-05 1.46214e-07 -2.44382e-05 1.74858e-05 1.377e-06
internal_weight=0 2899 222 200 173 153 132 112 76 52 2878 2855 2835 155 2680 134 49 85 49 2660 2640 2616 46 2570 2515 40 2475 118 86 2357
internal_count=3121 2899 222 200 173 153 132 112 76 52 2878 2855 2835 155 2680 134 49 85 49 2660 2640 2616 46 2570 2515 40 2475 118 86 2357
is_linear=0
shrinkage=0.1


Tree=3724
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 1176 129 394 394 11 1425 156 12 2 9 33 9 11 133 43 0 2 43 16 15 2 1210 15 2 1212 402
split_gain=3.99735e-06 0.000116332 5.76916e-05 2.69658e-05 4.78733e-06 4.15829e-06 5.06809e-06 8.52909e-06 3.80165e-06 1.61274e-05 1.4577e-05 8.03724e-06 9.09668e-06 4.93847e-06 1.94349e-05 1.03832e-05 5.75122e-06 4.9027e-06 8.28578e-06 3.00464e-05 9.85492e-06 6.84708e-06 3.12669e-05 2.42572e-05 1.84662e-05 1.38873e-05 6.30215e-06 6.06365e-06 5.7754e-06 8.33781e-06
threshold=-0.083284999999999984 0.089480000000000018 0.11233000000000001 0.10022000000000002 0.086510000000000017 -0.08341999999999998 -0.088469999999999979 -0.10198999999999998 0.090070000000000025 0.10034500000000002 0.11467500000000001 0.099400000000000002 0.097070000000000004 0.092890000000000014 -0.012019999999999998 0.086220000000000005 -1.0000000180025095e-35 -0.22627999999999995 0.084740000000000024 -0.097274999999999986 0.11585500000000001 0.055925000000000009 -0.06421499999999998 0.095575000000000007 0.087675000000000017 0.15724500000000002 0.23208000000000004 0.098260000000000014 0.13592000000000001 0.094750000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -2 7 -7 9 13 11 -10 -13 14 -8 16 -16 -18 21 -20 27 25 23 24 -23 26 28 -21 29 -19
right_child=2 -3 -4 -5 -6 6 8 -9 10 -11 -12 12 -14 -15 15 -17 17 18 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.6620787769834661e-06 4.5313154914765618e-05 0.00023682281011826406 -0.00016230470044485462 -0.00012080366062264149 4.4725000255615065e-05 -1.5223569691344793e-06 -9.3927028964654633e-05 -8.257605128164869e-05 -5.1086167881610732e-05 -8.9998414987348956e-05 8.9126467656055672e-05 -2.9181573305929007e-05 5.7884851074569662e-05 3.9816427646831975e-05 -5.1021699705829225e-05 7.0490577560295133e-05 2.0786932007662734e-05 9.7614858837899359e-07 -0.00013847365509718658 -1.0569776022748557e-05 -5.1395924975108563e-05 -2.3198464888688855e-05 0.00013767783279035941 -9.6881412682705564e-05 0.00010690681105188561 -6.929133438649748e-05 5.3613118507200855e-05 6.4717664487113293e-05 4.6684088290651119e-05 -2.2934172485889623e-05
leaf_weight=178 20 21 22 20 24 37 22 20 23 20 23 21 28 31 22 21 112 2052 20 20 23 24 20 20 20 29 22 23 26 157
leaf_count=178 20 21 22 20 24 37 22 20 23 20 23 21 28 31 22 21 112 2052 20 20 23 24 20 20 20 29 22 23 26 157
internal_value=0 1.30277e-05 -9.83129e-07 -1.07082e-05 2.49188e-07 -1.24558e-07 -4.44993e-07 -2.99622e-05 1.60435e-07 -5.3541e-07 1.98199e-05 -2.31971e-06 2.05707e-05 1.36234e-07 -3.30947e-07 4.57684e-07 -1.10151e-07 3.26008e-07 -6.07064e-07 -3.10985e-05 1.43946e-06 4.99375e-07 2.85393e-05 -5.56649e-06 3.59403e-05 -5.30963e-07 3.52533e-07 2.97003e-05 -1.71732e-07 -7.23227e-07
internal_weight=0 219 2902 198 2880 2856 2836 57 2779 2684 95 72 49 2664 2633 2611 2590 2568 2456 86 66 2370 84 64 44 2286 2257 43 2235 2209
internal_count=3121 219 2902 198 2880 2856 2836 57 2779 2684 95 72 49 2664 2633 2611 2590 2568 2456 86 66 2370 84 64 44 2286 2257 43 2235 2209
is_linear=0
shrinkage=0.1


Tree=3725
num_leaves=31
num_cat=0
split_feature=33 34 104 47 47 47 1456 483 47 47 132 3 48 47 124 4 129 391 1184 394 47 1428 1429 13 157 131 1209 48 1374 1374
split_gain=4.67257e-06 4.39102e-06 9.51537e-06 4.95488e-06 3.76642e-05 1.98215e-05 7.24255e-06 1.18094e-05 1.01412e-05 7.08093e-06 6.9533e-06 9.19143e-06 1.4253e-05 1.27929e-05 8.28797e-06 1.02435e-05 6.1558e-06 3.04354e-05 1.37223e-05 8.58538e-06 5.78054e-06 5.99755e-06 1.00837e-05 2.54638e-05 2.41257e-05 5.3518e-06 6.65396e-06 5.67101e-06 1.58476e-05 6.62554e-06
threshold=-0.044254999999999996 -0.097449999999999981 0.086600000000000024 0.092165000000000011 0.096475000000000019 0.088915000000000008 -0.079429999999999987 -1.0000000180025095e-35 0.10254000000000001 0.085505000000000012 0.089365000000000014 -0.042499999999999989 0.11280000000000003 0.10904500000000002 -0.062639999999999987 0.08184000000000001 -0.077709999999999987 -0.086319999999999994 0.089075000000000015 0.264685 0.079365000000000005 -0.071779999999999997 -0.060529999999999994 -0.06977499999999999 -0.04831499999999999 0.13767000000000004 0.12417500000000002 0.12649500000000002 -0.26569999999999994 -0.096434999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 9 -6 -8 -9 16 11 12 13 -10 -13 -16 17 -3 19 20 21 -18 23 -23 -25 26 27 28 -24 -30
right_child=1 2 -4 4 6 -7 7 8 10 -11 -12 14 -14 -15 15 -17 18 -19 -20 -21 -22 22 25 24 -26 -27 -28 -29 29 -31
leaf_value=4.5923006076587957e-05 3.9095478288280513e-05 -0.00012792326444468927 -6.6215444878087686e-05 -0.00010685035500697465 -5.5011983113217867e-05 7.1974288682842888e-05 7.8605370526929624e-05 4.6406263457978831e-05 -9.5402585952214381e-05 -4.9858813144965101e-05 4.6520638643414718e-05 6.5443518933534507e-05 3.7232736427871387e-05 -1.8296097677724296e-05 3.5116870579561993e-05 -4.4002935808546482e-05 -5.1287720587266531e-05 3.7581591313937679e-05 7.997079889967361e-05 6.1481836841583418e-05 3.9900053160282472e-05 0.00012656092431742846 8.1882798416621011e-05 -7.8264452610671037e-05 5.8880291481759274e-05 -5.1360801652273429e-05 4.3936282181124571e-05 -4.3769391730517877e-05 -5.1732212215518723e-05 -9.6629958171049889e-07
leaf_weight=22 28 20 22 37 22 39 20 38 39 28 20 20 22 48 30 36 23 25 22 23 36 22 23 23 29 21 33 31 26 2293
leaf_count=22 28 20 22 37 22 39 20 38 39 28 20 20 22 48 30 36 23 25 22 23 36 22 23 23 29 21 33 31 26 2293
internal_value=0 -3.26012e-07 -6.85439e-07 -2.12609e-07 -1.17449e-05 1.19656e-06 1.83634e-07 4.63163e-06 -1.21609e-06 1.65814e-07 -9.63307e-06 -1.53924e-05 -3.4677e-05 -5.28611e-05 9.04966e-06 -8.03939e-06 6.94376e-07 -3.59761e-05 1.32784e-06 6.58019e-07 1.11555e-07 -4.55951e-07 1.15144e-08 3.63755e-05 -1.77988e-06 -1.09723e-06 -6.58525e-07 -1.27868e-06 -7.1625e-07 -1.53547e-06
internal_weight=0 3099 3071 3049 332 2717 295 273 253 2678 215 195 109 87 86 66 2650 45 2605 2583 2560 2524 2501 74 52 2427 2406 2373 2342 2319
internal_count=3121 3099 3071 3049 332 2717 295 273 253 2678 215 195 109 87 86 66 2650 45 2605 2583 2560 2524 2501 74 52 2427 2406 2373 2342 2319
is_linear=0
shrinkage=0.1


Tree=3726
num_leaves=31
num_cat=0
split_feature=132 1185 1203 44 158 45 52 43 1456 1446 479 52 160 2 480 1447 12 480 1447 1447 160 12 4 49 13 1456 154 471 474 1452
split_gain=3.93859e-06 2.80285e-05 1.54749e-05 3.90712e-06 2.0738e-05 8.37873e-06 5.14805e-06 1.96601e-05 1.43142e-05 7.45454e-06 9.5484e-06 7.9973e-06 3.27556e-05 2.13926e-05 8.20504e-06 6.98411e-06 5.58788e-05 3.56629e-05 3.3452e-05 9.8313e-06 1.05238e-05 2.20501e-05 2.70461e-05 2.44614e-05 3.36478e-05 1.26242e-05 1.05658e-05 1.102e-05 1.08937e-05 1.00846e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.099360000000000018 -0.47356499999999996 0.083445000000000005 0.51307000000000014 -0.08076499999999999 -0.077604999999999993 -0.09143999999999998 0.10713500000000002 0.40411000000000002 -0.53908999999999996 0.092755000000000018 -0.092774999999999982 -0.085709999999999995 0.083985000000000018 0.08610000000000001 -0.084149999999999989 -0.082229999999999984 0.10908000000000002 0.089210000000000025 -0.010655 -0.043469999999999995 -0.083894999999999983 0.11510000000000002 1.0000000180025095e-35 0.094575000000000006 -0.26322499999999993 0.088500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 9 -8 -9 -6 11 12 -11 -13 -14 16 -16 -18 -17 -20 25 23 -23 -22 -25 26 27 28 -21 -30
right_child=1 3 -4 -5 5 -7 7 8 -10 10 -12 13 14 -15 15 18 17 -19 19 20 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-3.012903699142883e-06 0.00011609271799291794 8.9440188346018724e-05 -8.3790647504092372e-05 -3.4068001574875477e-05 -5.7010792343961924e-05 -6.4775292239573905e-05 4.804561289751695e-05 -6.5274507505819206e-07 -9.6579631151273915e-05 -9.7610186425941615e-05 5.4896725112374764e-05 -2.3538012572998924e-05 6.344370943095003e-05 9.0379147508536008e-05 0.00015354895178461449 -0.00010894196350688749 6.70661758150622e-05 -9.7280409118543653e-05 5.7880923092549591e-05 -6.3274352963232499e-05 3.0480126869489055e-05 -5.1611574068980792e-05 9.5601012603415607e-05 8.5153971018111664e-06 -0.00014921052441899382 7.1151689399602425e-05 7.1665339211384499e-05 -7.349543555392302e-05 1.0485532058245921e-06 6.0416101154385553e-05
leaf_weight=195 21 26 27 33 22 20 27 28 35 34 33 32 21 34 25 28 23 31 30 26 22 24 26 21 38 26 21 20 2143 29
leaf_count=195 21 26 27 33 22 20 27 28 35 34 33 32 21 34 25 28 23 31 30 26 22 24 26 21 38 26 21 20 2143 29
internal_value=0 9.83043e-07 -1.28372e-05 1.43118e-07 5.39943e-07 -2.79995e-07 1.8085e-07 -2.33481e-05 -5.39455e-05 9.62544e-07 1.4372e-06 7.72486e-07 -1.04133e-07 3.51466e-05 1.19391e-06 6.77825e-07 2.99437e-05 -2.72809e-05 -2.64312e-07 9.90005e-07 2.77682e-07 -2.72799e-05 2.4939e-05 -5.95138e-05 -9.30708e-05 1.87152e-06 1.06702e-06 3.98591e-07 1.07097e-06 1.84121e-06
internal_weight=0 2899 222 2878 2845 2819 2799 90 63 2709 2687 2654 2588 66 2554 2533 79 54 2454 2426 2396 131 50 81 59 2265 2239 2218 2198 2172
internal_count=3121 2899 222 2878 2845 2819 2799 90 63 2709 2687 2654 2588 66 2554 2533 79 54 2454 2426 2396 131 50 81 59 2265 2239 2218 2198 2172
is_linear=0
shrinkage=0.1


Tree=3727
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 33 9 16 13 41 12 12 4 2 12 12 0 12 160 0 52 43 1 2 1447 475 4 2 4 1429 150
split_gain=3.94968e-06 0.000103347 6.12046e-05 2.23998e-05 3.71465e-06 4.39419e-06 1.77371e-05 2.58581e-05 5.06328e-06 9.13182e-06 2.3615e-05 2.32795e-05 6.70724e-06 5.65405e-06 2.97584e-05 7.34115e-05 2.77368e-05 6.6964e-05 2.5551e-05 1.72945e-05 3.54032e-05 2.29155e-05 5.48246e-05 6.81895e-05 4.82466e-05 3.41919e-05 5.14559e-05 3.30419e-05 5.68478e-05 3.05053e-05
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.044254999999999996 0.088235000000000022 -0.056919999999999991 -0.077799999999999994 0.07677500000000001 0.08486500000000001 0.089085000000000011 0.0033150000000000007 0.096325000000000008 0.085355000000000014 0.08493500000000001 -0.086074999999999985 0.085635000000000003 -1.0000000180025095e-35 -0.089604999999999976 0.048770000000000008 0.055925000000000009 0.081670000000000006 0.083715000000000026 -0.085754999999999984 -0.085774999999999976 -0.085719999999999977 0.085155000000000022 -0.0086549999999999978 0.083840000000000012 0.084555000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 8 7 -7 13 11 -11 -10 -13 14 19 18 17 -15 -16 21 -21 22 -6 -24 -25 -26 -27 28 -28 -29
right_child=2 -3 4 -5 5 6 -8 -9 9 10 -12 12 -14 16 15 -17 -18 -19 -20 20 -22 -23 23 24 25 26 27 29 -30 -31
leaf_value=1.8522456536701296e-06 -0.0001671379120704263 0.00022388501292014206 4.1225846970602024e-05 -0.00010976465811836535 0.00015308939534861566 1.4756447126273998e-05 4.784668320401882e-05 -0.00014604801508539823 0.00012700311949036245 -8.1761442117567646e-05 4.708742973999699e-05 4.1808240194725278e-05 -3.8115777395086344e-05 -4.8807062121341005e-05 -8.4236565141639281e-05 -0.00023094253914678121 1.2647084081295327e-06 0.00020401728238952769 6.4068583070855728e-05 -1.2985933124004093e-05 -0.00014841108466152081 -6.1386498725155166e-06 -0.00016305533342347191 -9.5985256260834069e-05 -6.5929033867591496e-05 0.00020168001683487093 2.5888589043461255e-05 3.8482959081552825e-05 0.00023237308338138973 -0.00011100584184305264
leaf_weight=178 22 21 22 20 32 20 21 20 23 25 33 21 21 20 21 20 1548 22 26 239 21 510 20 26 22 24 40 43 20 20
leaf_count=178 22 21 22 20 32 20 21 20 23 25 33 21 21 20 21 20 1548 22 26 239 21 510 20 26 22 24 40 43 20 20
internal_value=0 1.29497e-05 -9.77253e-07 -9.42219e-06 2.92029e-07 -2.30665e-08 -2.65746e-05 -6.56458e-05 5.55998e-07 2.0394e-05 -8.45088e-06 4.61325e-05 1.84623e-06 -3.5652e-07 -5.92559e-06 -7.04781e-05 3.44026e-06 8.36247e-05 -2.19542e-06 -1.67287e-06 -2.39241e-05 5.96957e-06 3.09703e-05 1.27945e-05 3.08304e-05 5.03405e-05 6.77413e-05 4.1607e-05 9.47168e-05 -8.9738e-06
internal_weight=0 219 2902 198 2880 2858 61 40 2797 123 58 65 42 2674 1084 67 1590 42 47 1017 260 757 247 215 195 169 147 123 60 63
internal_count=3121 219 2902 198 2880 2858 61 40 2797 123 58 65 42 2674 1084 67 1590 42 47 1017 260 757 247 215 195 169 147 123 60 63
is_linear=0
shrinkage=0.1


Tree=3728
num_leaves=31
num_cat=0
split_feature=132 1185 393 50 403 403 131 400 42 1456 0 154 157 1429 1456 16 475 1 120 1 12 12 12 0 2 12 1 12 16 3
split_gain=3.88739e-06 3.05727e-05 1.00948e-05 9.44012e-06 3.80716e-06 6.98219e-06 4.60665e-06 9.92656e-06 6.21238e-06 3.72127e-06 1.0977e-05 5.61015e-06 1.02077e-05 9.82719e-06 7.66495e-06 6.14006e-06 1.36608e-05 6.76837e-06 1.68768e-05 1.56365e-05 7.00444e-06 3.31325e-05 1.80068e-05 3.23562e-05 3.83518e-05 3.18883e-05 3.01355e-05 1.67503e-05 1.67142e-05 2.43113e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.10856500000000001 0.09227500000000001 -0.090774999999999981 -0.088034999999999988 -0.076979999999999979 0.10782000000000001 -0.047899999999999991 0.11585000000000002 -0.080869999999999984 0.085530000000000009 0.63604500000000008 0.11475 0.10880000000000002 0.63636000000000015 0.16427000000000003 0.16540500000000002 1.0000000180025095e-35 0.14804000000000003 0.099815000000000015 0.10149500000000002 0.096525000000000014 -0.069954999999999976 0.097385000000000013 0.098150000000000015 0.089175000000000018 0.095330000000000012 -0.072359999999999994 -0.078244999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7 8 -8 11 -11 12 13 14 15 16 17 18 19 20 22 -22 27 24 25 -24 -25 -3 -29 -30
right_child=1 9 -4 -5 5 6 7 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 26 -26 -27 -28 28 29 -31
leaf_value=4.3508969192771473e-05 0.00012119723542127759 1.5752780192129508e-06 -8.0522834668954611e-05 -6.1080095663244177e-05 -5.7992469774035275e-05 3.9153262966259895e-05 4.5411420388986835e-05 -6.1172289072904587e-05 -1.1195300900927829e-05 2.5084326920250534e-05 -7.6212803168860068e-05 5.2037066121729799e-05 -7.1028774691512801e-05 5.3323027760987835e-05 -6.1682597915933002e-05 -4.0576275366927603e-05 8.3336420066189017e-05 5.5621241765700031e-05 -6.5373097127937799e-05 7.3919476713415184e-05 -0.00010576026830157 -2.1462127292875874e-06 0.00011519871520155494 0.0001827732527999615 -0.00011242874549101214 -4.063063288413105e-05 2.2589441505260767e-05 -0.00011916042832043868 4.608087377467503e-05 -8.2320846734640734e-05
leaf_weight=20 21 2094 20 27 20 31 33 24 47 20 23 21 20 35 20 36 20 22 39 29 35 261 29 24 22 24 23 22 30 29
leaf_count=20 21 2094 20 27 20 31 33 24 47 20 23 21 20 35 20 36 20 22 39 29 35 261 29 24 22 24 23 22 30 29
internal_value=0 9.76654e-07 -1.27535e-05 -6.04366e-06 2.44768e-06 -2.85055e-06 5.31862e-06 -4.7667e-06 1.2155e-05 9.9436e-08 -2.90979e-05 5.42287e-07 1.57998e-07 6.67567e-07 -4.07484e-10 4.49992e-07 9.96402e-07 3.82611e-07 -7.40782e-08 8.97189e-07 8.05106e-08 -1.43979e-05 1.94625e-06 3.93304e-05 -1.4374e-06 4.46345e-05 0.000104385 -1.50701e-07 -4.47705e-05 -1.70318e-05
internal_weight=0 2899 222 202 175 155 135 104 80 2878 43 2835 2814 2794 2759 2739 2703 2683 2661 2622 2593 296 2297 122 75 53 47 2175 81 59
internal_count=3121 2899 222 202 175 155 135 104 80 2878 43 2835 2814 2794 2759 2739 2703 2683 2661 2622 2593 296 2297 122 75 53 47 2175 81 59
is_linear=0
shrinkage=0.1


Tree=3729
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 402 402 133 12 402 1208 2 1208 1209 403 1209 1209 13 475 43 52 0 52 0 133 0 52 159 4 11
split_gain=3.90055e-06 0.000111775 5.72164e-05 2.88089e-05 4.07973e-06 4.57155e-06 5.5396e-06 1.14335e-05 4.56794e-05 1.25141e-05 4.07058e-06 2.92725e-05 1.33649e-05 6.71021e-06 7.13484e-06 5.34636e-06 1.87394e-05 4.47619e-06 2.87625e-05 2.97973e-05 2.38367e-05 1.24222e-05 3.41984e-05 5.52007e-05 1.51485e-05 2.12707e-05 1.13292e-05 9.26134e-06 1.06522e-05 8.55238e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.050879999999999988 -0.52461999999999986 -0.46900499999999995 0.51114000000000004 0.097575000000000009 -0.26616499999999993 0.10233500000000001 0.088745000000000004 0.089655000000000012 -0.092099999999999987 0.55673500000000009 -0.084519999999999984 -0.069599999999999981 0.10002500000000002 -0.073459999999999984 -0.027014999999999997 0.10473500000000001 0.10455500000000001 -0.56022499999999986 0.12445000000000002 0.089755000000000015 0.16094000000000003 0.061605000000000007 0.09320500000000001 0.10637500000000001 -0.011194999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 -7 9 -9 -8 12 -12 13 -11 15 -15 -17 21 -19 20 26 29 -23 -24 25 -25 27 28 -20 -18
right_child=2 -3 4 -5 5 6 7 8 -10 10 11 -13 -14 14 -16 16 17 18 19 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=2.3886904825068608e-06 -0.00016162694195042025 0.00023223668512877167 3.9689076108446062e-05 -0.00012419308074413494 -4.7745128977112476e-05 4.9110199728127797e-05 7.5893264908121318e-05 -0.00013662984064727167 3.8266993581714817e-05 4.894464577124122e-05 0.00010966875782590554 -3.8501282281989317e-05 -7.9841667181989624e-05 -4.3263144548940806e-05 -5.8324677437277775e-05 8.8621376441248389e-05 6.0934052896260732e-05 -9.8297100616729871e-05 3.5829990900992924e-05 0.00010327326282351397 7.9675279833151902e-05 6.303387578147271e-05 -0.00018530353789593881 1.4352260128631584e-05 5.6392900019307574e-05 -0.0001181110320162175 -8.2449803667259406e-05 -5.3165471595443357e-05 -4.3516061376304492e-05 -3.6611242674571452e-07
leaf_weight=178 22 21 26 20 20 23 22 28 32 28 24 30 21 28 21 24 23 21 64 39 35 29 26 27 21 22 20 26 23 2177
leaf_count=178 22 21 26 20 20 23 22 28 32 28 24 30 21 28 21 24 23 21 64 39 35 29 26 27 21 22 20 26 23 2177
internal_value=0 1.28689e-05 -9.71158e-07 -1.03973e-05 2.56074e-07 -1.03162e-07 2.33055e-07 -1.66864e-07 -4.33515e-05 7.75004e-07 1.69434e-07 2.73521e-05 -3.793e-07 2.49453e-07 -2.69765e-07 1.9824e-07 6.70463e-07 -1.56337e-07 1.32149e-05 2.45277e-05 6.24754e-06 -1.46758e-06 -3.21327e-05 -6.0881e-05 -1.46669e-05 -4.51211e-05 -1.30756e-05 -7.96923e-07 1.48534e-05 2.74753e-07
internal_weight=0 219 2902 198 2880 2854 2834 2811 60 2751 2729 54 2675 2654 2626 2605 2577 2553 228 207 168 2325 125 96 70 49 133 113 87 2200
internal_count=3121 219 2902 198 2880 2854 2834 2811 60 2751 2729 54 2675 2654 2626 2605 2577 2553 228 207 168 2325 125 96 70 49 133 113 87 2200
is_linear=0
shrinkage=0.1


Tree=3730
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1373 150 1374 447 147 151 147 3 484 49 1375 130 484 1375 16 1366 15 2 484 484 457 376 1 15 43 34 9
split_gain=3.86127e-06 3.26654e-05 1.5431e-05 3.7489e-06 9.7156e-06 9.91278e-06 5.01133e-06 6.29556e-06 2.27205e-05 7.77184e-06 1.34238e-05 4.8639e-06 6.09697e-05 2.93859e-05 1.69985e-05 5.36669e-05 2.17481e-05 1.69382e-05 1.67712e-05 1.34635e-05 3.67233e-05 1.01473e-05 1.53001e-05 9.26482e-06 8.21569e-06 9.02566e-06 8.35752e-06 1.59271e-05 9.73192e-06 4.60471e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.10121000000000001 0.093875000000000014 -0.080454999999999985 0.088610000000000008 -0.083924999999999986 0.091180000000000011 0.11236 -0.15308499999999997 -0.23123999999999997 0.088135000000000005 -0.085004999999999983 0.26435500000000006 -0.079979999999999982 -0.56020999999999987 0.10444500000000002 0.10455500000000001 0.12438500000000001 0.09228500000000002 0.087010000000000018 0.12811000000000003 -0.45963999999999994 -0.074974999999999986 -0.057544999999999992 0.091905000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 7 9 -9 11 -11 13 17 -7 -15 16 -16 19 -18 -13 21 -21 -23 24 26 -26 27 -20 -28 -30
right_child=1 3 -4 4 -6 6 -8 8 -10 10 -12 12 -14 14 15 -17 18 -19 23 20 -22 22 -24 -25 25 -27 28 -29 29 -31
leaf_value=-2.9002383729302659e-06 0.0001252402040076309 -3.7733658301966412e-05 -8.3563197188562272e-05 -6.6978882056322291e-05 6.5142258656282056e-05 -0.00011372304691220685 4.7948711885097016e-05 -0.0001178756193985464 1.883380829249584e-05 0.00010287747014444903 -8.0511429634573986e-06 -6.129773493739777e-05 0.00016455280371398357 9.1652646660804761e-05 9.9533574922878128e-05 -0.00014971566682409805 6.5558059261667566e-05 -8.9560071570477223e-05 1.7297684930131902e-05 -6.5112343319924542e-05 0.00011605290969176471 7.8760094799111945e-05 -1.966105723373143e-05 6.3182616246525535e-05 7.0859969389402985e-05 -4.8501516967887934e-06 3.6759614687027703e-05 -8.3889413456615471e-05 -1.5599933557736865e-06 -0.00014085453643322883
leaf_weight=195 21 26 27 22 23 23 22 20 31 20 24 25 24 20 22 24 38 21 28 25 30 22 56 22 32 31 63 35 2125 24
leaf_count=195 21 26 27 22 23 23 22 20 31 20 24 25 24 20 22 24 38 21 28 25 30 22 56 22 32 31 63 35 2125 24
internal_value=0 9.73342e-07 -1.27106e-05 6.66001e-08 4.11203e-07 -1.15066e-07 4.08982e-07 3.34441e-08 -3.47777e-05 6.82811e-07 4.2371e-05 9.23533e-10 1.48845e-05 -1.21394e-06 -1.6373e-07 -9.15091e-07 5.60617e-07 -5.18281e-06 -3.47392e-07 6.03189e-06 1.86878e-05 -9.67093e-06 8.09875e-06 -1.40858e-06 -2.01637e-06 3.36058e-05 -3.00283e-06 -3.89174e-05 -1.97995e-06 -3.11563e-06
internal_weight=0 2899 222 2878 2852 2829 2807 2785 51 2734 44 2690 203 2487 2464 2444 2420 179 2398 158 133 103 78 2360 2338 63 2275 63 2212 2149
internal_count=3121 2899 222 2878 2852 2829 2807 2785 51 2734 44 2690 203 2487 2464 2444 2420 179 2398 158 133 103 78 2360 2338 63 2275 63 2212 2149
is_linear=0
shrinkage=0.1


Tree=3731
num_leaves=31
num_cat=0
split_feature=130 12 132 1186 1185 1203 43 0 2 2 2 13 4 43 52 4 13 473 0 11 33 9 52 130 132 16 4 4 13 13
split_gain=4.20507e-06 1.07016e-05 4.00383e-06 0.000104862 5.39082e-05 1.18444e-05 4.07449e-06 7.61399e-06 1.28262e-05 1.89267e-05 8.61761e-06 7.44112e-06 1.07005e-05 8.12527e-06 2.49896e-05 1.35027e-05 8.26361e-06 7.74676e-06 7.06242e-06 6.896e-06 1.14419e-05 1.14202e-05 6.59997e-06 7.45145e-06 1.12322e-05 8.79457e-06 6.13666e-06 3.95997e-05 9.29235e-06 1.82031e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.0044650000000000011 -0.087384999999999977 0.087075000000000014 -0.14792499999999997 -0.076899999999999982 0.10060500000000001 0.088930000000000023 0.14445500000000003 0.11217000000000001 0.19806500000000002 -0.11008499999999999 0.084240000000000023 -0.013125 0.10591500000000001 -0.072684999999999986 0.16094000000000003 -0.011194999999999998 -0.012019999999999998 0.09055500000000001 0.088785000000000017 0.087100000000000025 0.089365000000000014 -0.076669999999999988 -0.50940999999999981 -0.52556499999999995 0.090705000000000008 0.065590000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 7 22 9 -9 -10 13 -13 14 15 -8 17 -15 19 -19 -21 26 23 24 25 -6 27 -22 29 -28
right_child=1 -3 4 -5 6 -7 11 8 10 -11 -12 12 -14 16 -16 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-4.5706231376243529e-05 -9.4620841452503334e-07 6.9792048336900982e-05 -0.00016480169448186645 0.00021989596250271212 3.0755518819205465e-05 -7.46103011770174e-05 -3.7923537363548389e-05 -4.5406188512446757e-06 -6.6628820409446405e-05 0.00011874246635670717 1.9976699550170453e-05 9.0967124800623759e-05 -1.0097854683408514e-05 5.8947003476946111e-05 0.00011046821466017584 5.6103171543024172e-05 -6.0347422233620744e-05 5.6896333028687105e-05 -5.840194478098836e-05 -7.5978952227160332e-05 3.0377492587124126e-05 5.6674546633855375e-05 -7.5701392203579115e-05 1.7335001421787851e-05 -9.8489821435318202e-05 -5.2312838754285342e-05 -7.3787925499645052e-09 -0.00014241411655737985 4.4927791281629147e-05 -8.5820703279750898e-05
leaf_weight=20 172 22 20 22 25 25 42 33 27 20 20 22 20 22 27 24 23 21 21 20 36 35 24 39 21 26 2201 21 45 25
leaf_count=20 172 22 20 22 25 25 42 33 27 20 20 22 20 22 27 24 23 21 21 20 36 35 24 39 21 26 2201 21 45 25
internal_value=0 2.94792e-07 -2.01778e-07 1.28297e-05 -1.19964e-06 -1.02944e-05 -4.7516e-08 -1.26584e-05 8.25565e-06 4.19813e-05 -2.97754e-05 1.09013e-06 4.28409e-05 4.05958e-07 2.94229e-05 -3.73201e-06 -6.86583e-07 -1.25815e-07 -6.61733e-07 -1.57347e-07 -6.60128e-07 -2.26429e-08 -2.81504e-05 -1.78691e-05 -3.69379e-05 -1.15931e-05 -8.75049e-07 -3.32826e-05 -6.16502e-08 -9.7114e-07
internal_weight=0 3101 3079 219 2860 197 2840 235 100 53 47 2605 42 2563 93 66 2470 2447 2425 2404 2383 2363 135 111 72 51 2328 57 2271 2226
internal_count=3121 3101 3079 219 2860 197 2840 235 100 53 47 2605 42 2563 93 66 2470 2447 2425 2404 2383 2363 135 111 72 51 2328 57 2271 2226
is_linear=0
shrinkage=0.1


Tree=3732
num_leaves=31
num_cat=0
split_feature=33 11 132 1185 1186 15 132 142 147 147 483 4 42 483 481 4 1456 4 1456 157 1455 2 15 2 12 1456 1447 1456 16 1447
split_gain=4.29983e-06 4.7836e-06 3.8382e-06 3.40259e-05 1.24828e-05 1.13798e-05 4.61811e-06 4.24573e-06 7.32436e-06 8.50314e-06 5.43201e-06 1.41688e-05 5.02075e-05 1.37683e-05 1.04393e-05 7.07614e-06 6.31564e-06 2.45943e-05 1.38529e-05 1.13485e-05 6.61512e-06 3.01864e-05 5.17622e-05 1.14105e-05 1.45988e-05 9.84708e-06 9.37124e-06 3.73246e-05 2.88623e-05 2.84462e-05
threshold=-0.044254999999999996 -1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.085749999999999979 -0.057499999999999989 0.099730000000000027 0.093875000000000014 -0.095689999999999983 -0.014149999999999998 0.087195000000000009 -0.088629999999999987 -0.073474999999999985 -0.075889999999999999 -0.16130999999999998 -0.065794999999999979 -0.11085999999999999 -0.018414999999999997 0.0034400000000000008 0.10402500000000002 -0.091184999999999988 0.091185000000000002 0.083985000000000018 0.11772000000000001 -0.086279999999999982 0.085790000000000019 -0.046599999999999996 -0.085644999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 -5 9 10 11 14 -13 -12 -9 -16 17 -15 -18 -19 25 22 -22 24 -24 26 27 28 -20 -28
right_child=1 2 3 7 -6 -7 -8 8 -10 -11 13 12 -14 16 15 -17 18 19 20 -21 21 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=4.4053303579196591e-05 -4.4784406039373914e-05 -2.5896517610624943e-06 0.00012784083581729127 -4.4717651464798982e-05 -8.5992310015994714e-05 -6.8099259035079736e-05 4.3811643583467231e-05 5.4330543161995595e-05 4.5230294229744083e-05 -5.7086480018579798e-05 -7.9319593582609244e-05 0.00017756966818914017 -3.8601483935384419e-05 -0.00010859438599436543 1.3768924200121546e-05 -6.4110872751500987e-05 8.1796586787926829e-05 -3.4095186054271054e-05 -6.6380914081708476e-05 7.1158377613755882e-05 0.00019254955899668859 -6.3058645412183975e-05 -7.9014752035228808e-05 6.3931485131214343e-05 2.764209709835775e-05 -6.9149790873606918e-05 0.00011654788428304961 -0.00014034854209809134 9.7518949041841557e-05 -3.7194691160410131e-07
leaf_weight=22 24 151 21 21 21 25 25 20 36 26 22 21 22 25 20 28 21 21 21 20 20 32 21 29 33 21 21 23 22 2286
leaf_count=22 24 151 21 21 21 25 25 20 36 26 22 21 22 25 20 28 21 21 21 20 20 32 21 29 33 21 21 23 22 2286
internal_value=0 -3.12728e-07 3.43681e-08 1.01989e-06 -1.26309e-05 -4.96631e-06 4.00144e-06 7.94811e-08 4.14145e-07 -1.67254e-07 3.71087e-07 2.20416e-05 6.69705e-05 -5.40749e-07 -6.36934e-06 -3.1661e-05 1.21764e-07 -3.04196e-05 9.12245e-07 1.7248e-05 2.40608e-07 2.17778e-05 4.81348e-05 1.33361e-05 -1.38356e-05 -9.73897e-07 -3.70571e-07 -3.75242e-05 1.74748e-05 6.92343e-07
internal_weight=0 3099 3075 2853 222 201 176 2832 2811 2775 2749 111 43 2638 68 48 2616 66 2550 41 2529 135 103 83 54 2394 2373 66 43 2307
internal_count=3121 3099 3075 2853 222 201 176 2832 2811 2775 2749 111 43 2638 68 48 2616 66 2550 41 2529 135 103 83 54 2394 2373 66 43 2307
is_linear=0
shrinkage=0.1


Tree=3733
num_leaves=31
num_cat=0
split_feature=132 15 393 1186 10 0 9 9 11 2 15 10 44 1456 159 50 133 0 1456 157 1419 1420 475 1420 16 472 1428 1456 403 1428
split_gain=3.8757e-06 0.000107463 5.19402e-05 2.18116e-05 3.5953e-06 2.70023e-05 2.49345e-05 1.21228e-05 3.93289e-06 6.95088e-06 5.20679e-05 4.17929e-05 3.79524e-06 5.56709e-06 1.44763e-05 6.11098e-06 3.4293e-05 2.74578e-05 8.31759e-06 8.30354e-06 7.83219e-06 1.5013e-05 1.15881e-05 9.43984e-06 6.292e-06 1.23673e-05 7.86477e-06 8.49059e-06 1.84413e-05 8.13352e-06
threshold=-0.083284999999999984 0.091650000000000023 0.12679500000000002 0.0044650000000000011 0.0036750000000000007 -0.080119999999999983 0.092890000000000014 0.091905000000000014 -1.0000000180025095e-35 -0.0050599999999999994 -0.10203999999999998 -0.0093599999999999985 0.084760000000000016 0.11585000000000002 0.097495000000000012 -0.099524999999999988 0.090665000000000009 -0.067094999999999988 0.10795500000000001 0.63604500000000008 0.086505000000000012 -0.083604999999999985 -0.082139999999999991 -0.084814999999999988 0.63167000000000006 -0.0094849999999999986 0.093045000000000017 0.091180000000000011 -0.55683499999999986 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 7 -6 -7 8 -2 10 -10 -12 13 15 -15 16 17 -11 19 20 23 -22 -23 -17 25 -25 27 28 -27 -30
right_child=2 -3 -4 -5 5 6 -8 -9 9 12 11 -13 -14 14 -16 18 -18 -19 -20 -21 21 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-1.6293909209186406e-06 -4.1076508173516591e-05 0.00019962797377367543 -0.00016156413759745193 -0.0001096202526241541 0.0001098957818432685 -7.9294477278987575e-05 5.31688342528435e-05 -7.8030632212175985e-05 0.00016471776055238611 -7.4478564368161783e-05 5.105622399631622e-05 -0.00012027538252065522 2.9048755171716884e-05 -9.2994226956348447e-05 2.4556783100706527e-05 -6.7939621285837529e-05 0.00012245373909536283 5.1699455541572265e-05 -6.5493263391545043e-05 -6.491847521829186e-05 0.00010348860853680112 4.2814950173688604e-05 -5.6129038857761766e-05 6.7190864892499686e-05 -5.3826765294864097e-05 -8.4721496072094092e-05 -6.0387285185987086e-05 5.4418898746787041e-05 -6.0140491615784365e-07 6.1926399939693508e-05
leaf_weight=171 23 27 20 21 24 30 27 20 21 35 35 24 43 22 20 21 26 34 20 20 21 29 20 27 22 26 22 28 2221 21
leaf_count=171 23 27 20 21 24 30 27 20 21 35 35 24 43 22 20 21 26 34 20 20 21 29 20 27 22 26 22 28 2221 21
internal_value=0 1.28279e-05 -9.68062e-07 -1.34409e-05 1.46414e-07 2.09163e-05 -1.65487e-05 -4.54215e-07 1.03688e-07 4.47105e-07 2.94929e-05 -1.8638e-05 -4.20581e-07 -9.01485e-07 -3.70176e-05 -3.16497e-07 2.45771e-05 -1.23039e-05 -1.26321e-06 -7.4481e-07 -2.22648e-07 3.27473e-05 2.42965e-06 -1.18911e-06 -5.96895e-07 -9.75107e-08 -8.81284e-07 -3.11104e-07 -9.86783e-07 -1.57297e-08
internal_weight=0 219 2902 192 2882 81 57 2801 2781 2758 80 59 2678 2635 42 2593 95 69 2498 2478 2458 70 49 2388 2367 2345 2318 2296 2268 2242
internal_count=3121 219 2902 192 2882 81 57 2801 2781 2758 80 59 2678 2635 42 2593 95 69 2498 2478 2458 70 49 2388 2367 2345 2318 2296 2268 2242
is_linear=0
shrinkage=0.1


Tree=3734
num_leaves=31
num_cat=0
split_feature=2 10 0 9 132 393 1203 390 133 15 15 15 402 1210 13 482 1447 483 133 3 43 2 42 159 43 16 2 50 2 42
split_gain=4.08827e-06 7.73725e-06 3.4905e-05 1.39782e-05 3.74706e-06 2.81191e-05 2.01512e-05 3.72874e-06 9.89945e-06 4.18661e-06 2.34838e-05 1.9462e-05 1.45185e-05 1.05324e-05 1.01485e-05 1.13294e-05 1.10958e-05 2.83641e-05 9.81445e-06 2.58207e-05 2.72892e-05 2.55679e-05 4.13984e-05 1.99178e-05 2.10027e-05 3.34354e-05 1.85796e-05 1.4527e-05 1.66451e-05 1.17988e-05
threshold=-0.24103999999999998 0.053330000000000009 -0.079829999999999998 0.08925000000000001 -0.083449999999999983 0.12679500000000002 0.089480000000000018 0.087590000000000015 -0.089569999999999983 0.089740000000000014 0.090325000000000003 0.089485000000000023 0.14722000000000005 -0.094799999999999982 0.15641500000000003 0.11191500000000001 -0.086304999999999979 0.023975000000000003 0.091250000000000012 -0.07359499999999998 0.055925000000000009 0.093680000000000013 0.11934000000000002 0.080005000000000007 -0.011694999999999999 -0.022939999999999999 0.089775000000000008 0.096900000000000014 0.085105000000000014 0.089015000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 7 -2 9 -9 11 -11 13 14 -6 15 16 -12 18 23 21 -21 22 26 24 25 29 -20 28 -26 -18
right_child=1 2 -4 -5 5 -7 -8 8 -10 10 12 -13 -14 -15 -16 -17 17 -19 19 20 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=4.2955867882648653e-05 -3.1684952171910179e-06 -0.00013298098833136306 2.2344820134980509e-05 6.5137685680493826e-05 5.1981400583321779e-05 0.00011327963716625659 -0.00010864431562367827 8.0060826821863894e-05 -1.8243536331261742e-05 0.00010605888117266739 -5.3948084899710254e-05 -9.4131710584801839e-05 -7.4869959865716984e-05 -2.5643483956782003e-06 -4.9995726282456117e-05 -5.5501770228147507e-05 -9.593165896149004e-06 0.00013066359298093068 -8.0128652307605588e-06 -0.00014156359655316918 1.3066781641447009e-05 9.704506172662757e-05 -0.00013216816079355859 -5.0488043146493331e-05 -7.8769911783638246e-05 0.00016571088236998078 0.00010674027879396082 8.7331944559991835e-05 1.61831783816524e-05 8.2094565848819912e-05
leaf_weight=22 192 23 39 33 36 22 20 20 21 23 23 23 23 2125 30 25 32 21 43 25 21 30 21 31 24 27 21 20 80 25
leaf_count=22 192 23 39 33 36 22 20 20 21 23 23 23 23 2125 30 25 32 21 43 25 21 30 21 31 24 27 21 20 80 25
internal_value=0 -3.04952e-07 -3.5276e-05 4.08979e-07 -3.02089e-07 6.71118e-07 -1.3119e-05 -2.23246e-07 2.97098e-05 -6.72954e-07 7.16779e-06 -2.62955e-06 2.81052e-06 -1.65567e-06 6.39099e-06 9.99781e-06 1.36859e-05 1.73808e-05 1.14335e-05 -7.65139e-06 -7.09715e-05 1.76766e-05 -1.03357e-05 2.42898e-05 3.54346e-05 7.40426e-05 2.96405e-05 9.28077e-06 -5.72907e-06 3.06208e-05
internal_weight=0 3099 62 3037 3004 2792 212 2770 41 2729 545 2184 522 2161 499 469 444 421 400 161 46 115 85 239 208 84 64 124 104 57
internal_count=3121 3099 62 3037 3004 2792 212 2770 41 2729 545 2184 522 2161 499 469 444 421 400 161 46 115 85 239 208 84 64 124 104 57
is_linear=0
shrinkage=0.1


Tree=3735
num_leaves=31
num_cat=0
split_feature=1447 2 2 2 403 45 11 9 10 39 12 9 133 133 133 0 1454 51 1447 0 160 1371 1374 4 133 13 133 160 4 160
split_gain=3.94191e-06 2.61564e-05 2.02014e-05 1.94884e-05 1.60805e-05 4.96337e-06 1.91879e-05 7.2418e-06 2.53534e-05 4.73401e-05 2.37929e-05 1.34778e-05 4.35547e-06 4.38694e-05 3.25222e-05 6.73676e-05 1.61676e-05 1.56664e-05 1.23462e-05 1.64782e-05 1.24846e-05 1.03303e-05 3.18541e-05 3.93528e-05 1.21462e-05 1.7099e-05 1.80589e-05 2.02354e-05 1.82979e-05 2.16621e-05
threshold=-0.086359999999999978 0.083935000000000023 0.08734500000000002 0.09142500000000002 -0.57146499999999989 0.094030000000000016 -0.011194999999999998 0.092235000000000011 0.0036750000000000007 0.089200000000000015 -1.0000000180025095e-35 0.086220000000000005 0.091935000000000003 0.093255000000000018 0.090445000000000011 -0.083264999999999992 0.10725000000000003 -0.44986999999999994 0.022105000000000003 -0.083914999999999976 -0.55323499999999981 0.084775000000000017 0.087110000000000007 0.00063500000000000004 0.086910000000000015 -0.087404999999999997 0.087495000000000003 0.066685000000000008 -0.015624999999999998 -0.085024999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 6 -6 8 11 -10 -9 12 14 -14 16 -16 18 -15 20 -20 -8 22 24 -24 -22 -26 -27 28 -28 -30
right_child=4 2 3 -5 5 -7 7 10 9 -11 -12 -13 13 17 15 -17 -18 -19 19 -21 21 -23 23 -25 25 26 27 -29 29 -31
leaf_value=0.00010816229562624358 -9.0019912422576451e-05 -9.602441830793396e-05 8.0049351267267164e-05 -3.7934877712229665e-05 8.5929459964972926e-05 -3.645341111641264e-05 7.0881293056747666e-05 -0.00011613036827343008 0.00017964878144001971 -2.5536298546838856e-05 2.1780386066830975e-05 -8.0692135712264905e-05 -0.00012586780692799948 -8.6042045123100434e-05 -3.6961006844649095e-05 0.00021051282489927621 -7.0609313422664857e-05 2.1543056649112792e-06 1.0119825365109136e-05 -0.00011824777109723073 -1.9885405851060687e-06 -5.8111405338297188e-05 0.0001896534715888265 -6.3460888105466793e-06 -5.3332612214549242e-05 0.0001043507072608918 5.8158595584245633e-05 7.9305078346609474e-05 1.2093469060346251e-05 -0.00012753414877806791
leaf_weight=25 20 20 28 28 26 37 26 22 22 23 29 21 30 21 22 22 32 492 20 20 1903 29 20 21 23 33 24 37 25 20
leaf_count=25 20 20 28 28 26 37 26 22 22 23 29 21 30 21 22 22 32 492 20 20 1903 29 20 21 23 33 24 37 25 20
internal_value=0 1.94334e-05 -9.75373e-06 2.10572e-05 -6.49932e-07 -5.41322e-08 4.00398e-07 -3.56754e-07 3.03344e-07 7.47764e-05 -3.77105e-05 -8.76272e-07 -2.81898e-07 -8.32965e-06 1.63726e-06 8.67759e-05 -4.03466e-08 -1.45607e-06 9.85645e-07 -5.4064e-05 2.00461e-06 1.16583e-06 1.98209e-06 8.92635e-05 2.49142e-07 2.6535e-05 3.97505e-05 1.96391e-05 -1.23557e-05 -4.99632e-05
internal_weight=0 101 76 56 3020 3000 2963 2937 2886 45 51 2841 2820 543 2277 44 2233 513 2201 40 2161 2135 2106 41 2065 162 139 106 69 45
internal_count=3121 101 76 56 3020 3000 2963 2937 2886 45 51 2841 2820 543 2277 44 2233 513 2201 40 2161 2135 2106 41 2065 162 139 106 69 45
is_linear=0
shrinkage=0.1


Tree=3736
num_leaves=31
num_cat=0
split_feature=1375 4 151 2 1375 456 456 1373 42 150 447 48 1374 48 448 0 457 457 0 0 149 0 15 1 13 39 132 1 1185 393
split_gain=4.0035e-06 1.00615e-05 8.81613e-06 2.0695e-05 6.88231e-06 5.47365e-06 7.74626e-06 5.95818e-06 8.3429e-05 1.83079e-05 1.3924e-05 9.17079e-06 8.21728e-06 4.6484e-06 7.40813e-06 5.56476e-06 7.24432e-06 1.08818e-05 1.12398e-05 7.11961e-06 6.95598e-06 6.49675e-06 5.71859e-05 8.96e-05 2.12098e-05 8.40493e-06 7.71505e-06 0.000124623 5.01174e-05 3.03647e-05
threshold=0.08517000000000001 0.0033150000000000007 -0.081989999999999993 0.089125000000000024 0.084145000000000011 -0.11319999999999998 -0.085409999999999986 1.0000000180025095e-35 0.083995000000000014 0.12640500000000002 0.094005000000000019 -0.11155999999999998 -0.035729999999999991 -0.08595499999999999 -0.076874999999999985 -0.24955499999999997 0.097575000000000009 0.091495000000000007 -0.22491999999999998 -0.15599999999999997 0.081720000000000015 -0.14116499999999996 -0.015039999999999998 0.078340000000000007 -0.0095349999999999983 -0.020804999999999994 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.10585500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1 -7 9 -9 10 11 -8 -13 -14 -15 -16 17 18 -17 -20 21 22 24 -24 -21 -23 27 29 -28 -27
right_child=1 -3 3 -5 -6 6 7 8 -10 -11 -12 12 13 14 15 16 -18 -19 19 20 -22 25 23 -25 -26 26 28 -29 -30 -31
leaf_value=-4.9468024570325559e-05 -4.7110903863169912e-05 -7.9525891448445872e-05 -3.7129695753416553e-05 0.00010060345295642038 5.7676414074930588e-05 6.2621170291095036e-05 -5.9396046092912851e-05 0.00018693263645261704 -7.2947625121742027e-05 -7.031049687144775e-05 6.4098274349496078e-05 5.0653648213483396e-05 3.6437855380748211e-05 -6.1404676962411038e-05 4.5721340689816803e-05 -5.7928458631174764e-05 -5.1364901147670548e-05 7.1467410496205995e-05 2.8407749799257812e-05 -2.0580049688244282e-05 -5.247274784778711e-05 -4.6022835081921108e-05 3.6065284058124585e-05 -0.00024963242904050279 8.8829908279020693e-05 7.2851474085057694e-09 -0.00015049140387087722 0.00019435655133694289 1.2142722592885543e-06 -0.00013171697333746123
leaf_weight=22 27 22 24 20 21 20 26 21 30 37 34 32 34 20 26 34 28 21 85 37 26 38 21 23 34 140 22 34 2142 20
leaf_count=22 27 22 24 20 21 20 26 21 30 37 34 32 34 20 26 34 28 21 85 37 26 38 21 23 34 140 22 34 2142 20
internal_value=0 -2.04366e-05 -2.1273e-06 2.54763e-05 6.27669e-07 2.29258e-07 5.95536e-07 1.77151e-07 3.40619e-05 -4.15891e-07 4.82997e-07 -2.7779e-07 2.67852e-07 -3.11087e-07 -7.65273e-07 -3.2119e-07 -7.63743e-07 -2.34482e-07 -8.01402e-07 -6.06243e-08 -1.01443e-06 -4.81611e-07 -2.36993e-05 -0.000113277 3.18135e-05 6.32761e-07 1.38463e-06 2.04887e-05 -3.28022e-07 -1.64582e-05
internal_weight=0 93 71 44 3028 3007 2985 2965 51 2914 2877 2843 2817 2785 2751 2731 2705 2677 2656 2622 2537 2511 115 44 71 2396 2358 194 2164 160
internal_count=3121 93 71 44 3028 3007 2985 2965 51 2914 2877 2843 2817 2785 2751 2731 2705 2677 2656 2622 2537 2511 115 44 71 2396 2358 194 2164 160
is_linear=0
shrinkage=0.1


Tree=3737
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 132 0 15 130 3 0 11 1425 156 12 2 52 2 475 472 157 157 133 475 43 157 4 475 1454 154 1456
split_gain=3.8647e-06 3.69789e-05 1.35075e-05 9.18515e-06 5.13654e-06 5.15982e-06 7.64018e-06 4.80025e-06 8.57969e-06 6.17097e-06 4.05164e-06 1.39092e-05 1.32457e-05 6.17928e-06 7.3252e-06 4.99625e-06 1.28904e-05 8.29744e-06 1.31386e-05 5.03879e-06 4.16086e-05 2.48699e-05 3.19073e-05 2.56139e-05 2.37815e-05 1.30452e-05 6.95371e-06 1.3073e-05 6.2233e-06 6.67356e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.085749999999999979 -0.073309999999999986 -0.23032499999999997 0.09364500000000002 -0.080104999999999996 -0.082394999999999982 0.090070000000000025 0.10034500000000002 0.11896500000000002 0.099400000000000002 0.097070000000000004 -0.56176499999999996 0.09580000000000001 -0.24039999999999997 -0.097514999999999977 -0.086284999999999987 -0.087184999999999985 0.085760000000000017 -0.0056899999999999997 -0.08231999999999999 -0.083699999999999983 -0.0047449999999999992 0.016915000000000003 0.11807500000000003 0.085530000000000009 0.11510000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 9 -8 11 15 13 -12 -15 16 -3 -17 -19 20 21 23 -23 -20 -21 -25 27 28 29 -26
right_child=1 10 -4 -5 -6 -7 7 -9 -10 -11 12 -13 -14 14 -16 17 -18 18 19 24 -22 22 -24 25 26 -27 -28 -29 -30 -31
leaf_value=5.956220930307783e-05 0.00013319122275182356 -2.0790438657058986e-05 -8.1958991009742019e-05 -6.6440117197565828e-05 4.5514926314353942e-05 -4.7029966765915999e-05 7.8865780179933988e-06 -4.5798018716899e-05 5.8516944988117427e-05 -5.9867399722861596e-05 -4.0051987736660522e-05 -8.3785530368913892e-05 9.0398293644966548e-05 -2.1177244897167524e-05 5.4987115540175836e-05 -5.1281319457530117e-05 8.1811371099320252e-05 7.6904150343828161e-05 -9.5541529746177343e-05 8.3493834207568876e-05 -0.00014912324245198677 0.00015723316893854645 -1.0771899542305619e-05 -3.0909642897053605e-05 -1.0088657329925786e-06 5.8954596558275325e-05 -5.4280015319818631e-05 7.325149729998279e-05 -5.6469639457645829e-05 4.9932232706431445e-05
leaf_weight=21 21 24 25 21 25 23 41 24 22 20 25 20 21 23 28 32 25 22 35 34 21 20 26 35 2363 30 24 24 20 26
leaf_count=21 21 24 25 21 25 23 41 24 22 20 25 20 21 23 28 32 25 22 35 34 21 20 26 35 2363 30 24 24 20 26
internal_value=0 9.7378e-07 -1.27162e-05 -3.92909e-06 3.52962e-06 -3.42159e-06 4.41428e-06 -6.40914e-06 4.98042e-06 -1.43278e-05 9.02485e-09 -6.91713e-07 2.00992e-05 6.74512e-07 2.06385e-05 -8.98019e-08 3.15574e-05 -6.61599e-07 -5.71845e-08 -6.94186e-07 -1.75099e-05 1.42083e-06 6.22738e-05 -2.65715e-05 4.3316e-07 1.05662e-05 -7.16235e-07 -1.87862e-07 -9.19512e-07 -4.54463e-07
internal_weight=0 2899 222 197 176 151 128 107 83 61 2878 2781 97 76 51 2761 49 2712 2680 2658 167 146 46 100 2491 65 2457 2433 2409 2389
internal_count=3121 2899 222 197 176 151 128 107 83 61 2878 2781 97 76 51 2761 49 2712 2680 2658 167 146 46 100 2491 65 2457 2433 2409 2389
is_linear=0
shrinkage=0.1


Tree=3738
num_leaves=31
num_cat=0
split_feature=448 447 148 40 120 10 4 0 2 33 45 52 393 1447 1447 3 1456 1213 1210 13 402 1210 52 12 4 3 43 4 158 43
split_gain=3.81865e-06 1.1334e-05 5.01506e-06 4.31633e-06 8.12438e-06 5.31449e-06 2.85869e-05 0.000103064 6.54885e-05 1.00805e-05 5.25208e-06 5.17346e-06 1.34074e-05 1.11235e-05 3.96365e-05 3.52884e-05 6.3304e-05 1.06126e-05 2.45468e-05 3.4101e-05 1.30292e-05 1.64922e-05 1.27412e-05 5.19762e-05 1.40153e-05 3.0693e-05 1.39804e-05 1.20321e-05 2.09129e-05 1.33001e-05
threshold=0.068920000000000023 0.094005000000000019 -0.095079999999999984 -0.24290999999999999 0.091385000000000008 -0.011559999999999999 0.053180000000000012 -0.10096999999999999 -0.013254999999999998 -1.0000000180025095e-35 0.094030000000000016 0.091275000000000009 0.12069000000000002 -0.085684999999999997 -0.084149999999999989 -0.085784999999999986 0.085755000000000012 0.104315 -0.05860499999999999 -0.051094999999999995 -0.44724499999999995 0.014175000000000002 0.10473500000000001 0.10016000000000001 -0.086394999999999986 -0.116045 0.066275000000000014 -0.081609999999999988 0.10654500000000001 -0.082689999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -8 -5 -7 11 12 13 15 -15 -11 -17 18 19 -13 -20 22 23 26 25 -24 -22 -26 29 -29
right_child=-2 -3 3 4 -6 9 7 -9 -10 10 -12 17 -14 14 -16 16 -18 -19 20 -21 21 -23 24 -25 27 -27 -28 28 -30 -31
leaf_value=-4.4068884045163245e-05 -4.3555594220379139e-05 5.9486784618911773e-05 -4.4096470545892689e-05 -0.00021695594077755234 6.0906173761891705e-05 6.153315782150323e-05 0.0001889107736844934 -9.0475658268382366e-05 1.5142276195899373e-05 0.00012495469983453709 -4.0142367600992658e-05 0.00016393110747230823 8.4452566807158294e-05 -0.00013277837583287197 2.1672212866460427e-06 6.9798641824389858e-05 -0.00015209418641461527 -6.1562200511723535e-05 -8.4864223679853075e-05 -2.0733451092382895e-05 -3.2648109619913159e-05 7.8456225318487591e-05 -3.8321830743370811e-05 -0.00018639695639649292 -8.0771384223639466e-05 0.00012722120574532408 6.4580628512495814e-05 2.131830325958376e-05 9.4830991583876327e-05 -2.1754733951168554e-05
leaf_weight=26 20 32 22 20 22 27 23 31 31 30 32 20 20 22 2046 36 20 34 22 20 50 22 21 20 22 24 21 98 20 267
leaf_count=26 20 32 22 20 22 27 23 31 31 30 32 20 20 22 2046 36 20 34 22 20 50 22 21 20 22 24 21 98 20 267
internal_value=0 2.80907e-07 -3.36423e-07 3.72356e-08 3.58633e-07 -8.55304e-08 -2.21858e-05 2.85223e-05 -7.58766e-05 7.1631e-07 1.43566e-07 5.98293e-07 2.9538e-06 2.19708e-06 7.3163e-07 3.74361e-05 -9.4488e-06 -7.14888e-06 -4.19824e-06 7.15988e-05 -9.36328e-06 -6.42342e-06 -9.86238e-06 -4.40017e-05 -2.9892e-06 4.99678e-05 -3.89031e-06 -8.8444e-06 -4.73429e-06 -1.01899e-05
internal_weight=0 3101 3069 3043 3021 2999 105 54 51 2894 2867 2835 2174 2154 2068 86 56 661 627 40 587 565 543 91 452 45 71 407 385 365
internal_count=3121 3101 3069 3043 3021 2999 105 54 51 2894 2867 2835 2174 2154 2068 86 56 661 627 40 587 565 543 91 452 45 71 407 385 365
is_linear=0
shrinkage=0.1


Tree=3739
num_leaves=31
num_cat=0
split_feature=132 1186 393 15 50 133 2 3 394 1184 1186 0 3 1 475 473 129 1182 474 2 155 2 155 43 130 12 0 12 16 12
split_gain=3.91503e-06 0.000107434 5.01774e-05 1.01789e-05 5.26624e-06 4.71348e-06 4.69349e-06 1.38153e-05 4.14019e-06 1.20101e-05 5.00752e-06 4.49416e-06 4.73662e-06 1.20959e-05 1.16515e-05 1.20591e-05 6.12386e-06 7.86039e-06 5.54087e-06 3.01951e-05 9.01764e-06 1.05121e-05 8.40506e-06 6.98087e-06 1.34444e-05 1.24919e-05 7.60092e-06 2.65733e-05 1.39922e-05 8.4279e-06
threshold=-0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.092400000000000024 0.09227500000000001 -0.45516499999999999 0.089320000000000024 -0.084144999999999984 -0.12099999999999998 0.088760000000000019 0.090275000000000008 0.22582000000000002 -0.24210499999999999 0.10337500000000001 0.12927000000000002 -0.072684999999999986 0.11234000000000001 0.086795000000000011 -0.090834999999999985 0.10613000000000002 0.11245500000000001 0.10402500000000002 0.10663500000000002 -0.50775499999999985 -0.22562499999999999 0.090345000000000023 0.10455500000000001 0.097825000000000009 0.10994000000000002 0.13043000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 5 -1 7 -7 -2 10 11 12 13 -10 15 -14 17 18 19 -17 22 -22 23 25 -25 -20 29 28 -28 -26
right_child=2 -3 -4 -5 -6 6 -8 -9 9 -11 -12 -13 14 -15 -16 16 -18 -19 20 -21 21 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=4.6802785041306738e-05 3.4306462506979838e-05 0.00022248292182418732 -0.00015882034422247672 -7.0135772053617996e-05 -4.5299286269558556e-05 6.467550094705931e-06 2.7427759635650766e-05 -8.8080300220099171e-05 9.0040319773834201e-05 -7.7517310801340498e-05 4.7771450507835573e-05 -4.5143958347828379e-05 7.4063768087481474e-05 -1.6294174328441328e-05 -6.9655542392865752e-05 2.3585140327152142e-05 5.4854629961482712e-05 -6.1626325896213535e-05 -6.9724028435302898e-06 -0.00012654642622302555 -3.5900086264259048e-06 9.6467613600127939e-05 -6.3281002110757295e-05 -7.8310899400755519e-05 4.0059514661909156e-07 9.5863095997455767e-05 -3.9088853596835036e-05 -0.00012321668142579835 7.0658837614159686e-05 4.7873283428519865e-05
leaf_weight=23 35 22 20 25 24 68 37 20 20 20 22 22 22 23 24 37 20 21 27 21 21 21 21 22 2355 21 26 22 21 38
leaf_count=23 35 22 20 25 24 68 37 20 20 20 22 22 22 23 24 37 20 21 27 21 21 21 21 22 2355 21 26 22 21 38
internal_value=0 1.28928e-05 -9.72947e-07 -1.05132e-05 -1.84712e-06 5.19918e-06 -2.45588e-06 -1.50206e-05 1.22454e-07 -2.97791e-07 2.48509e-07 -1.2422e-07 2.31667e-07 3.31637e-05 -2.8515e-07 3.27843e-07 -2.74306e-07 -6.86639e-07 -2.04267e-07 -3.07728e-05 4.78961e-07 4.64388e-05 -2.77135e-07 2.45409e-07 -4.84499e-07 3.80181e-05 2.10944e-07 -3.25107e-05 9.94735e-06 1.15444e-06
internal_weight=0 219 2902 197 172 148 125 88 2882 2847 2827 2805 2783 43 2740 2716 2694 2674 2653 58 2595 42 2553 2532 2484 48 2462 69 47 2393
internal_count=3121 219 2902 197 172 148 125 88 2882 2847 2827 2805 2783 43 2740 2716 2694 2674 2653 58 2595 42 2553 2532 2484 48 2462 69 47 2393
is_linear=0
shrinkage=0.1


Tree=3740
num_leaves=31
num_cat=0
split_feature=156 475 474 156 154 471 475 1426 156 52 16 16 151 160 1374 3 456 1453 2 42 3 130 159 13 130 42 4 16 2 2
split_gain=3.98444e-06 1.1648e-05 4.01728e-06 5.61164e-06 6.03321e-06 7.34037e-06 5.21268e-06 2.3844e-05 1.56322e-05 5.4427e-06 2.14595e-05 5.05813e-05 2.26501e-05 1.56875e-05 1.47233e-05 1.34591e-05 1.25528e-05 1.5247e-05 1.11558e-05 1.06369e-05 1.63972e-05 1.18144e-05 1.2131e-05 1.53025e-05 2.62457e-05 1.37948e-05 1.55405e-05 2.22889e-05 9.81525e-06 9.50746e-06
threshold=0.3248100000000001 0.13528000000000004 -0.25711499999999993 0.12734000000000004 0.085530000000000009 0.093375000000000014 0.016915000000000003 -0.078524999999999998 0.096630000000000008 -0.080114999999999978 -0.087659999999999988 -0.066924999999999985 -0.0038099999999999996 -0.088854999999999976 -0.26569999999999994 0.084940000000000015 0.088285000000000016 -0.0017099999999999999 0.09167500000000002 0.11066000000000001 -0.0025099999999999996 0.10490500000000001 0.10668000000000001 0.10002500000000002 0.087445000000000009 -0.079539999999999986 -0.0082299999999999995 0.0057500000000000008 0.10613000000000002 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -8 10 12 -12 -9 -13 -11 16 17 -15 -17 20 21 22 23 24 25 -19 -27 -28 -20 -16
right_child=-2 -3 3 -5 -6 -7 8 9 -10 14 11 13 -14 15 29 18 -18 19 28 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=3.6216093697779191e-05 -4.1468061950265274e-05 7.4530889885084301e-05 9.5619523003383976e-05 -4.4336574752253065e-05 -5.3549718930818406e-05 4.7875667496555253e-05 1.1687029905260716e-05 -1.6348275345411493e-05 -0.00010101227126142477 8.5056730451816255e-05 -0.00016637868137054501 -9.527486469778524e-05 0.00012412616266980575 -8.0104881812021085e-05 1.1076072758256719e-05 -2.0143562078769521e-05 6.2691233787600973e-05 4.9890343034348917e-05 0.00011768409851356411 5.0035043412728034e-05 -9.3847398087139788e-05 6.0858826580680102e-05 -6.6455444907899774e-05 6.8424034398049114e-05 -0.00011557260750914398 2.715247923426945e-06 -2.9477296801119607e-06 -0.00012464689401288828 2.3696213174844162e-05 -3.2555688313649394e-06
leaf_weight=30 23 21 26 29 21 32 32 22 20 21 21 20 24 33 654 23 22 40 20 28 24 23 38 25 23 156 34 27 25 1584
leaf_count=30 23 21 26 29 21 32 32 22 20 21 21 20 24 33 654 23 22 40 20 28 24 23 38 25 23 156 34 27 25 1584
internal_value=0 3.07872e-07 -1.98687e-07 -5.57218e-07 -1.36541e-07 2.37725e-07 -2.76411e-07 2.83797e-07 -3.16589e-05 -5.74786e-07 -8.80976e-06 -1.40067e-05 5.69427e-05 -8.30293e-06 1.71453e-06 -5.0877e-06 -1.10681e-05 -1.46662e-05 3.65115e-05 -9.49994e-06 -1.37742e-05 -8.52355e-06 -1.3176e-05 -6.53792e-06 -1.3231e-05 -4.07197e-06 -1.40189e-05 -5.68146e-05 6.54686e-05 9.32498e-07
internal_weight=0 3098 3077 3047 3018 2997 2965 2913 52 2887 628 582 46 561 2259 541 473 451 68 418 390 366 343 305 280 257 217 61 45 2238
internal_count=3121 3098 3077 3047 3018 2997 2965 2913 52 2887 628 582 46 561 2259 541 473 451 68 418 390 366 343 305 280 257 217 61 45 2238
is_linear=0
shrinkage=0.1


Tree=3741
num_leaves=31
num_cat=0
split_feature=1373 457 4 448 1348 457 47 47 47 47 393 9 9 12 151 47 43 1 44 3 43 12 34 104 48 484 475 1375 120 4
split_gain=3.8482e-06 9.52673e-06 2.75975e-05 1.20373e-05 1.22817e-05 3.94238e-06 4.1126e-06 4.60767e-05 4.58351e-05 9.1552e-06 8.79962e-06 7.66065e-06 3.79263e-05 3.77795e-05 6.94724e-06 1.67587e-05 8.43444e-06 1.49843e-05 2.34038e-05 1.30009e-05 8.59997e-06 6.64162e-06 6.56872e-06 9.19097e-06 5.58956e-06 5.34784e-06 3.80706e-05 3.6604e-05 1.44354e-05 1.95952e-05
threshold=-1.0000000180025095e-35 0.11612500000000002 0.0049200000000000008 0.030280000000000001 0.091105000000000005 0.097000000000000017 0.094460000000000002 0.096770000000000009 0.091680000000000011 0.089640000000000011 0.12679500000000002 0.092235000000000011 0.086220000000000005 -0.010834999999999999 -0.090064999999999992 0.10019500000000002 -0.077824999999999991 0.10089500000000001 0.097195000000000017 -0.074084999999999998 -0.080554999999999974 0.087995000000000004 -0.097449999999999981 0.079665000000000014 0.11454000000000002 0.091180000000000011 -0.081364999999999979 -0.090674999999999992 0.091385000000000008 0.6227450000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 8 -8 9 10 11 12 22 -13 24 -16 20 -18 19 -19 21 -17 -2 25 -9 27 -27 -24 29 -29
right_child=1 2 -4 -5 -6 -7 7 14 -10 -11 -12 13 -14 -15 15 16 17 18 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-3.8311173109552612e-05 5.4157560027140964e-05 -3.1965248015931932e-05 0.00012294710999729273 -6.8111118688508361e-05 7.8327002338483002e-05 -4.1539634343201254e-05 -0.00015391886956335623 -7.4105191153995257e-05 0.00014501908472911137 -5.8966811222769763e-05 5.9711433248594401e-05 6.4263587005370938e-05 0.00013800146902212873 -0.00011707090778953797 8.5655418520976439e-05 3.5373614383419846e-05 -7.9723581599561543e-05 -9.1784055855116878e-05 9.2203658976524659e-05 -1.279656507204681e-06 7.6984818918969143e-05 -3.4960292399773608e-05 -0.00011947186870272093 -6.8243151094975484e-05 -3.4604247730385399e-06 0.00014648007767391393 3.4076476600691933e-07 -2.9868384094669445e-07 -8.4730073795071816e-05 9.6749902912138385e-05
leaf_weight=26 22 23 23 26 20 23 21 21 22 26 25 20 20 27 24 29 30 21 22 65 22 25 26 20 24 20 164 2243 20 21
leaf_count=26 22 23 23 26 20 23 21 21 22 26 25 20 20 27 24 29 30 21 22 65 22 25 26 20 24 20 164 2243 20 21
internal_value=0 3.2184e-07 4.54909e-05 -3.59622e-07 2.2309e-07 -2.97082e-07 2.12328e-08 -1.10007e-05 1.27335e-06 8.17844e-08 6.65979e-07 9.88886e-08 8.34526e-07 -3.99073e-05 -3.95426e-07 6.41745e-06 -2.46905e-06 -1.7202e-05 1.65163e-07 -2.33796e-05 2.42828e-05 2.81162e-06 -2.47232e-07 -7.23328e-07 -3.6428e-05 -1.8187e-07 1.62255e-05 -1.48877e-06 -1.4571e-07 6.01502e-07
internal_weight=0 3095 46 3049 3023 3003 2980 304 2676 2654 2628 2603 2556 47 283 238 214 138 108 86 76 54 2536 2514 45 2494 184 2310 2284 2264
internal_count=3121 3095 46 3049 3023 3003 2980 304 2676 2654 2628 2603 2556 47 283 238 214 138 108 86 76 54 2536 2514 45 2494 184 2310 2284 2264
is_linear=0
shrinkage=0.1


Tree=3742
num_leaves=31
num_cat=0
split_feature=34 34 43 11 46 158 2 13 3 481 42 2 42 15 403 2 403 1210 1210 42 52 130 1210 1205 1210 1210 133 133 133 13
split_gain=4.094e-06 7.40848e-06 2.5241e-05 2.00428e-05 5.80025e-06 1.24434e-05 4.67165e-06 1.09367e-05 1.51824e-05 4.70702e-06 3.6811e-05 3.63252e-05 7.12256e-05 2.44881e-05 5.24588e-06 2.14731e-05 1.57358e-05 7.45127e-06 5.33236e-06 3.58285e-05 3.29691e-05 2.4774e-05 1.06125e-05 7.5096e-06 8.2085e-06 6.9811e-06 6.36627e-06 2.9874e-05 3.09997e-05 2.09045e-05
threshold=-0.112215 -0.057544999999999992 -0.078139999999999973 -1.0000000180025095e-35 0.10253500000000002 -0.47356499999999996 -0.080614999999999978 -0.087324999999999986 -0.13309499999999996 -0.086484999999999992 0.091205000000000008 0.090050000000000005 0.086325000000000013 -0.008624999999999999 -0.54448499999999989 0.089885000000000007 -0.5335399999999999 -0.3960249999999999 -0.077744999999999995 0.087075000000000014 0.086040000000000019 0.084580000000000016 -0.064799999999999983 1.0000000180025095e-35 -0.047399999999999991 -0.0061249999999999994 0.092470000000000011 0.090665000000000009 0.089405000000000012 -0.069964999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 -7 -9 10 11 12 13 -8 15 -11 -16 -18 19 20 21 -19 -20 24 -24 -26 27 28 -27 -28
right_child=1 3 -4 4 -6 6 9 8 -10 14 -12 -13 -14 -15 16 -17 17 18 22 -21 -22 -23 23 -25 25 26 29 -29 -30 -31
leaf_value=-3.6159750368002987e-05 -4.7689839212344613e-06 -9.5508855801282075e-05 0.00012443536681877007 6.7058054264634853e-05 -4.5850073581311376e-05 8.2127448647794244e-05 -3.6482390534887524e-05 5.3910579998046156e-05 -5.6297796196304267e-05 -7.5732500523659641e-05 0.00013558606475602244 9.7713970247544543e-05 -0.00017577426847004485 0.00011481534531412764 7.8225987293990341e-05 5.0267880890584954e-05 -6.0813860632368318e-05 7.8578630564152263e-05 -6.6777963918866602e-05 0.00011821026419056579 -0.00011436261626405885 -5.4285892031697111e-05 -6.5609424564172516e-05 5.8248508174160848e-05 5.0257772818440573e-05 5.2891869942449775e-07 -4.3979264017100073e-05 8.3863852930898293e-05 -8.3415055252973827e-05 4.0288626111316354e-06
leaf_weight=31 54 22 21 28 27 23 23 25 25 38 22 24 26 20 25 21 21 36 25 28 23 23 20 21 26 1965 143 42 45 248
leaf_count=31 54 22 21 28 27 23 23 25 25 38 22 24 26 20 25 21 21 36 25 28 23 23 20 21 26 1965 143 42 45 248
internal_value=0 3.62765e-07 3.14082e-05 -4.0951e-07 2.89516e-07 7.09533e-07 7.72117e-08 2.50582e-05 -1.19361e-06 -5.59303e-07 1.92618e-05 -8.25574e-06 -4.51148e-05 3.38886e-05 -1.38819e-06 -3.08849e-05 -7.41473e-07 -1.48198e-06 -1.01091e-06 2.05437e-05 -1.28059e-05 2.6784e-05 -1.94622e-06 -1.30048e-06 -1.80291e-06 -1.28605e-06 -1.83461e-06 3.93728e-07 -1.35042e-06 -1.35291e-05
internal_weight=0 3090 75 3015 2993 2966 2938 73 50 2865 115 93 69 43 2750 59 2691 2666 2645 110 82 59 2535 2510 2489 2469 2443 2052 2010 391
internal_count=3121 3090 75 3015 2993 2966 2938 73 50 2865 115 93 69 43 2750 59 2691 2666 2645 110 82 59 2535 2510 2489 2469 2443 2052 2010 391
is_linear=0
shrinkage=0.1


Tree=3743
num_leaves=31
num_cat=0
split_feature=39 39 1 121 1427 1420 155 155 3 475 474 474 52 14 12 474 157 474 3 1447 1456 1447 1447 475 51 1375 3 1375 2 150
split_gain=3.76275e-06 5.71412e-06 7.28622e-06 8.6444e-06 5.00253e-06 8.56608e-06 2.13442e-05 5.91709e-06 1.61158e-05 6.37751e-06 4.93528e-06 1.3904e-05 2.63438e-05 1.24228e-05 2.44476e-05 1.10748e-05 1.38157e-05 1.09946e-05 3.56621e-05 6.56951e-06 2.98221e-05 1.53736e-05 1.19546e-05 1.01249e-05 6.21436e-05 1.83515e-05 5.92288e-05 1.50165e-05 1.21349e-05 7.95149e-06
threshold=-0.083889999999999978 -0.020804999999999994 0.16540500000000002 -0.088279999999999983 0.094380000000000006 0.056520000000000008 0.14547000000000002 0.11562500000000002 -0.079724999999999976 0.093020000000000005 0.091180000000000011 0.088435000000000014 -0.023194999999999997 -0.23960999999999996 0.084735000000000019 0.10250500000000001 -0.06482499999999998 0.085860000000000006 -0.083344999999999989 -0.086359999999999978 0.085105000000000014 -0.085804999999999979 -0.10333499999999998 -0.086279999999999982 -0.085734999999999992 -0.15308499999999997 0.088060000000000013 -0.090674999999999992 0.086950000000000013 0.12706500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 9 -9 10 11 17 -13 -12 -15 -16 -17 19 -19 20 22 -21 -5 24 28 26 -25 -27 -23 -29
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 13 12 -14 14 15 16 -18 18 -20 21 -22 23 -24 25 -26 27 -28 29 -30 -31
leaf_value=4.2186823182938886e-05 -3.9348853602564924e-05 -6.4193261191359773e-05 5.3951320587657399e-05 3.1939759886881798e-05 3.8909961762273632e-05 -6.5464791114209226e-05 9.8332530119064768e-05 -8.8656195070003525e-05 2.7635482977282004e-05 4.9347980921783559e-05 4.7873077267507585e-05 0.0001114278065224719 -2.6541431405348706e-05 -0.00012731116462005461 -6.6277860139962283e-05 5.3419302723038224e-05 -3.9326338747773195e-05 2.487174697004472e-05 -0.00014275104678579905 -8.3729470001840545e-05 0.00010957349699436174 8.1544315484775745e-05 -6.49092716440254e-05 0.00015639726335296342 -0.00017626155343102503 -8.4122832430737275e-05 -6.8919331388315181e-05 2.2847971962307702e-07 -2.0288178391638212e-05 5.808001851619338e-05
leaf_weight=21 37 21 25 25 33 20 22 26 22 26 23 31 25 22 25 36 29 30 22 22 29 22 26 28 22 21 20 2361 25 24
leaf_count=21 37 21 25 25 33 20 22 26 22 26 23 31 25 22 25 36 29 30 22 22 29 22 26 28 22 21 20 2361 25 24
internal_value=0 -2.85781e-07 1.86088e-07 -2.56352e-07 1.88685e-07 -2.39533e-07 2.00583e-07 -5.33238e-07 -3.53558e-05 4.43308e-08 -4.02634e-07 5.19329e-07 4.98344e-05 -1.90673e-05 -3.28139e-05 -9.71462e-06 1.20405e-05 -5.1229e-07 -4.60456e-05 3.89703e-07 2.86061e-05 -4.97255e-07 -1.74343e-05 2.28512e-07 -3.75505e-05 1.29076e-06 6.25153e-05 6.9319e-08 2.73781e-05 8.10634e-07
internal_weight=0 3100 3063 3038 3017 2984 2964 2942 48 2894 2868 2733 56 135 112 90 65 2677 52 2625 80 2545 51 2523 69 2454 48 2406 47 2385
internal_count=3121 3100 3063 3038 3017 2984 2964 2942 48 2894 2868 2733 56 135 112 90 65 2677 52 2625 80 2545 51 2523 69 2454 48 2406 47 2385
is_linear=0
shrinkage=0.1


Tree=3744
num_leaves=31
num_cat=0
split_feature=130 1 1373 150 1374 1375 42 150 147 16 448 1365 1365 148 150 3 1375 43 49 12 456 13 456 96 34 52 9 2 16 44
split_gain=3.92484e-06 8.13355e-06 4.31602e-06 8.80465e-06 1.08798e-05 4.79307e-06 5.29116e-05 5.09769e-06 4.69963e-06 1.37362e-05 1.05598e-05 4.99005e-06 5.32088e-06 6.95891e-06 6.54533e-06 2.38912e-05 1.81556e-05 1.428e-05 2.81988e-05 1.21947e-05 1.13949e-05 1.69681e-05 1.31469e-05 5.79335e-06 9.00922e-06 2.5559e-05 1.87457e-05 8.65968e-06 1.8604e-05 7.16542e-06
threshold=-0.23123999999999997 0.16540500000000002 -1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 -0.082349999999999993 0.083995000000000014 0.12706500000000001 0.097985000000000017 -0.016164999999999995 1.0000000180025095e-35 0.087370000000000017 0.084635000000000016 1.0000000180025095e-35 0.090480000000000019 0.092670000000000016 0.089070000000000024 -0.088704999999999992 -0.068409999999999985 0.085635000000000003 0.088285000000000016 -0.083764999999999992 0.087635000000000005 0.086715000000000014 -0.057544999999999992 -1.0000000180025095e-35 0.091600000000000015 -1.0000000180025095e-35 -0.056919999999999991 0.099360000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 10 -10 11 12 13 14 16 17 20 19 -19 -16 22 -22 23 24 25 -7 27 28 -26 -29
right_child=1 -3 3 -5 5 7 -8 -9 9 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 21 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=4.1156712825835241e-05 -4.1205689543858172e-05 -5.4951425355048509e-05 -7.0021240224543192e-05 6.2152203843098783e-05 0.00012453986062860951 -2.6396479784282215e-05 -6.6485709750599328e-05 4.5897163795416423e-05 -8.8115650685887718e-05 2.6391309475002345e-05 6.759284004384308e-05 4.1569773098412309e-05 -4.9841768635484517e-05 -5.5249661786744937e-05 -6.4011651572756181e-06 0.00010371229666036794 -7.4801692597137659e-05 -0.00011599960901852077 2.473517192161775e-05 0.00010036660693003796 0.00010731873165544432 -1.4265766598823988e-05 -7.984380265822568e-05 -4.647164159568665e-05 -2.4496570404153317e-05 0.00010755009409747021 -6.9590546627296138e-05 5.3673425319948478e-08 0.00010876390098763461 -5.4863777131686225e-05
leaf_weight=23 25 27 22 23 29 29 29 24 22 20 23 28 22 23 23 28 33 24 35 20 24 22 21 27 20 28 39 2362 22 24
leaf_count=23 25 27 22 23 29 29 29 24 22 20 23 28 22 23 23 28 33 24 35 20 24 22 21 27 20 28 39 2362 22 24
internal_value=0 -3.05555e-07 1.74888e-07 5.14518e-07 4.55578e-08 5.5921e-07 2.90271e-05 -1.8287e-09 -3.7921e-07 -3.35885e-05 1.05598e-07 -4.38273e-07 -8.54489e-07 -4.70138e-07 -1.70886e-08 2.18907e-05 -1.0914e-06 -5.7014e-07 -3.25129e-05 4.32583e-05 -1.62283e-07 4.91696e-05 -1.04458e-06 -3.959e-07 9.69864e-08 3.94018e-05 -8.11152e-07 2.93625e-07 4.53065e-05 -4.98723e-07
internal_weight=0 3098 3071 3046 3023 3001 58 2943 2919 42 2877 2854 2826 2804 2781 130 2651 102 59 43 2618 46 2572 2551 2524 57 2467 2428 42 2386
internal_count=3121 3098 3071 3046 3023 3001 58 2943 2919 42 2877 2854 2826 2804 2781 130 2651 102 59 43 2618 46 2572 2551 2524 57 2467 2428 42 2386
is_linear=0
shrinkage=0.1


Tree=3745
num_leaves=31
num_cat=0
split_feature=1429 1417 156 155 2 4 155 1428 475 474 156 156 2 1429 2 474 1429 160 42 157 51 157 1371 1446 13 475 3 49 0 49
split_gain=4.02359e-06 1.02487e-05 1.07171e-05 1.4608e-05 1.53832e-05 2.90123e-05 7.16777e-06 5.35703e-06 5.49358e-06 7.63415e-06 4.85863e-06 7.45973e-06 2.1237e-05 1.33401e-05 1.0472e-05 7.27018e-06 1.80721e-05 1.19177e-05 1.89452e-05 8.57921e-06 6.40397e-05 2.32952e-05 2.26741e-05 1.57269e-05 2.58452e-05 1.26909e-05 2.83532e-05 5.91494e-06 1.94429e-05 1.16767e-05
threshold=0.12521000000000002 -0.080324999999999994 0.3248100000000001 0.11245500000000001 0.095195000000000016 -0.50052499999999989 0.10683000000000002 0.095640000000000017 -0.10664 -0.10160499999999999 0.116275 0.09747500000000002 0.093680000000000013 -0.089414999999999981 0.11389000000000002 0.091180000000000011 -1.0000000180025095e-35 -0.063384999999999983 0.08623500000000002 -0.087424999999999989 -0.085164999999999977 -0.086394999999999986 0.083235000000000017 0.085345000000000018 -0.078279999999999975 -0.086279999999999982 -0.085709999999999995 -0.0087849999999999977 -0.24955499999999997 -0.0049799999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 7 8 -3 -10 11 13 -13 -11 -14 16 -15 -17 -19 20 -18 -21 25 24 -22 26 -23 -27 -29 -30
right_child=-2 2 -4 4 5 -7 -8 -9 9 10 -12 12 14 15 -16 17 19 18 -20 21 23 22 -24 -25 -26 27 -28 28 29 -31
leaf_value=-6.8299110584617165e-05 4.4709107996823156e-05 -4.0854063175202373e-05 -7.2766385274007929e-05 -2.539733784942655e-05 4.8985457548648506e-06 0.00016584530142912021 -5.8561113525813977e-05 5.1647643049363977e-05 6.1747375148115687e-05 -7.8220095350512906e-05 -3.9624776658339189e-05 9.4696468177942503e-05 -6.4420425046375304e-05 9.5604201769674551e-05 3.3251111918893319e-05 -7.8186095385218888e-05 -0.00018804407631250799 -5.9924445442197008e-05 5.252188298806188e-05 9.7317645559087391e-05 0.00011381622075182701 0.00014149735328828684 -7.9618146576519526e-05 -6.0617619519689474e-05 -2.85864923207555e-05 -1.0542156198143273e-05 -2.688680440769531e-05 9.8418958285557384e-05 5.3264755897967121e-05 5.9760414889250169e-07
leaf_weight=22 20 33 20 20 24 21 21 20 20 22 31 31 21 20 23 31 20 29 31 25 26 20 35 20 25 404 20 21 43 2002
leaf_count=22 20 33 20 20 24 21 21 20 20 22 31 31 21 20 23 31 20 29 31 25 26 20 35 20 25 404 20 21 43 2002
internal_value=0 -2.88357e-07 1.97591e-07 6.74636e-07 4.75749e-05 8.0007e-05 -3.43573e-07 6.76506e-08 -2.81689e-07 1.76834e-07 -2.4779e-07 1.77685e-07 3.13005e-05 -6.57752e-07 -1.33648e-05 -4.21782e-08 9.01336e-07 -2.78396e-05 -1.82718e-06 1.89552e-07 -2.99854e-05 1.258e-06 3.14393e-07 1.45381e-05 4.4011e-05 1.42899e-06 5.73053e-05 5.24111e-07 2.68809e-06 1.70503e-06
internal_weight=0 3101 3079 3059 65 45 2994 2973 2953 2920 2900 2869 75 2794 44 2772 2681 91 60 2661 91 2570 2545 71 51 2510 40 2470 2066 2045
internal_count=3121 3101 3079 3059 65 45 2994 2973 2953 2920 2900 2869 75 2794 44 2772 2681 91 60 2661 91 2570 2545 71 51 2510 40 2470 2066 2045
is_linear=0
shrinkage=0.1


Tree=3746
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 390 42 1213 42 403 4 4 4 42 3 42 52 42 133 156 1456 160 13 13 42 42 4 52 13 0
split_gain=3.75445e-06 0.000102338 4.63336e-05 2.34871e-05 3.96236e-06 3.97991e-06 4.00912e-06 2.4163e-05 0.00010159 8.27526e-05 2.25193e-05 5.2525e-05 3.72837e-05 1.94965e-05 1.47309e-05 1.41485e-05 2.75115e-05 2.34881e-05 1.39723e-05 1.25549e-05 1.6287e-05 1.44748e-05 1.51347e-05 2.46411e-05 2.0059e-05 2.78407e-05 1.80374e-05 1.79937e-05 3.26759e-05 1.41063e-05
threshold=-0.083284999999999984 0.089165000000000008 -0.087384999999999977 0.10022000000000002 -0.050879999999999988 0.087590000000000015 0.089015000000000025 0.04198000000000001 0.091545000000000015 -0.54856499999999986 -0.081224999999999978 -0.090289999999999981 -0.078629999999999992 0.088795000000000013 -0.11255999999999998 0.089810000000000015 0.008405000000000001 0.090240000000000015 -0.040449999999999993 -0.065739999999999979 0.10959500000000001 -0.52439499999999983 -0.069964999999999986 -0.071554999999999994 0.091295000000000015 0.091735000000000025 -0.072334999999999997 -0.53299999999999992 -0.066634999999999986 -0.069954999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 13 9 -9 -8 11 14 -12 -6 -11 16 -14 -17 -10 -19 21 -21 23 24 -23 -26 -27 -24 -29 -28
right_child=2 -3 4 -5 5 -7 7 8 18 10 12 -13 15 -15 -16 17 -18 19 -20 20 -22 22 27 -25 25 26 29 28 -30 -31
leaf_value=8.7785671832369365e-07 -0.00015263391382177362 0.00021217987831851531 3.8961578100217878e-05 -0.00011348147972057633 -2.1986751622847209e-06 3.1472262064478577e-05 -0.00016919754936160254 0.00024620187780653523 5.5549354146933187e-05 5.2925562229198669e-05 -0.0001128883616859509 0.00018773949189132758 -9.5598138243615362e-06 -0.00010144353851501364 -5.1821779925376178e-05 -0.00010575767757472933 0.00014305145415987466 7.3781124840024864e-05 -4.608934330845889e-05 6.9949096132404517e-05 -8.5050469780461365e-05 6.9707362148840215e-05 -5.2106089830116475e-05 -0.00010720445693004877 -0.0001264164501480991 8.72585185686603e-05 -2.64934362967324e-05 0.0001312850270915078 1.4404200998288325e-05 2.746482970716029e-05
leaf_weight=176 20 23 26 20 1925 39 28 21 21 29 28 22 27 20 25 20 21 25 38 32 21 33 26 25 20 20 175 30 118 67
leaf_count=176 20 23 26 20 1925 39 28 21 21 29 28 22 27 20 25 20 21 25 38 32 21 33 26 25 20 20 175 30 118 67
internal_value=0 1.26256e-05 -9.52803e-07 -1.07915e-05 9.98072e-08 -2.53976e-07 -6.93211e-07 4.94099e-06 5.73173e-05 -3.49539e-07 5.83861e-06 5.74943e-05 1.32457e-07 -3.21919e-06 4.43142e-06 4.92728e-06 5.72076e-05 8.26861e-07 -9.91286e-06 4.42769e-06 1.36978e-06 4.69363e-06 6.31038e-07 -1.16445e-05 -4.06039e-06 -1.26928e-05 -4.01159e-06 2.46177e-05 3.80963e-05 -1.15546e-05
internal_weight=0 219 2902 196 2882 2856 2817 872 80 792 764 76 688 1945 54 660 48 612 59 592 567 546 514 340 315 282 262 174 148 242
internal_count=3121 219 2902 196 2882 2856 2817 872 80 792 764 76 688 1945 54 660 48 612 59 592 567 546 514 340 315 282 262 174 148 242
is_linear=0
shrinkage=0.1


Tree=3747
num_leaves=31
num_cat=0
split_feature=403 2 403 403 1210 2 2 484 158 51 48 150 157 4 2 158 151 13 2 16 42 15 40 42 51 2 2 3 52 45
split_gain=4.06597e-06 3.805e-05 1.41854e-05 1.16325e-05 6.20735e-06 4.54004e-06 2.86021e-05 2.49596e-05 3.13671e-05 2.03869e-05 1.58597e-05 2.41766e-05 1.57291e-05 1.45237e-05 1.73646e-05 1.56718e-05 1.86048e-05 1.38084e-05 2.62512e-05 1.44293e-05 1.13709e-05 1.41816e-05 2.13702e-05 1.2874e-05 1.11056e-05 1.2234e-05 3.10219e-05 2.88418e-05 1.4894e-05 1.32921e-05
threshold=-0.5492149999999999 0.083715000000000026 -0.5425549999999999 -0.5335399999999999 -0.3960249999999999 0.10912000000000001 0.11018500000000002 0.10126500000000001 0.10654500000000001 -0.44986999999999994 -0.075224999999999986 0.11235000000000002 0.086545000000000011 -0.39518999999999993 0.11682500000000001 0.082560000000000008 -0.079914999999999986 -0.072309999999999985 0.11293500000000002 -0.08595499999999999 0.10306000000000001 0.11728000000000001 -0.041534999999999996 0.094365000000000018 -0.40274499999999996 0.10584500000000001 0.10644500000000001 -0.0025099999999999996 -1.0000000180025095e-35 0.084355000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 9 -7 8 10 -6 -8 12 13 -12 17 16 -16 19 -19 -15 23 22 -22 -18 -11 29 -27 28 -28 -26
right_child=2 -3 3 4 5 6 7 -9 -10 24 11 -13 -14 14 15 -17 20 18 -20 -21 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.00013311898834390809 -8.4430904462351466e-05 -3.7146974937058988e-05 7.6076877739978961e-05 -5.4618058008297037e-05 -8.6856688013930194e-05 0.00012230600292414671 -7.3314083580883638e-05 -8.3799947277575189e-05 0.00010965334297687714 6.8124969149484176e-05 -7.6671190925900684e-05 8.8211955907728935e-05 6.6423115621920957e-05 4.7981007462468652e-05 -9.2809217180315912e-05 -8.0977509884784629e-05 5.2981710777751372e-06 -8.6666229860081039e-06 0.00011575796038997421 -6.28603314908105e-05 1.4493005595716607e-06 3.1753837763813941e-05 -0.00013807744012627241 8.1482882929916601e-05 -9.5326157091802837e-07 -0.00014754968715351426 3.5858390219800642e-06 9.5401459329877983e-05 -0.00010173952719196678 8.0935329388012183e-05
leaf_weight=21 20 35 20 21 28 21 26 31 29 23 26 34 34 23 22 30 151 30 39 24 23 23 21 26 2226 20 29 20 25 20
leaf_count=21 20 35 20 21 28 21 26 31 29 23 26 34 34 23 22 30 151 30 39 24 23 23 21 26 2226 20 29 20 25 20
internal_value=0 2.67028e-05 -4.87885e-07 6.34653e-08 -4.39103e-07 -6.0355e-08 7.61749e-06 3.54915e-06 8.37593e-06 -2.02879e-06 2.85517e-06 6.769e-06 9.02349e-07 -4.18374e-06 3.90713e-07 -1.24612e-05 -4.73375e-06 3.31851e-05 6.16603e-05 -8.61883e-06 3.20748e-06 -3.18799e-05 -6.5143e-05 1.64891e-05 -1.02363e-06 -1.7033e-06 -3.70475e-05 -7.18202e-06 -4.51759e-05 -2.24067e-07
internal_weight=0 56 3065 3045 3025 3004 613 592 561 2391 532 506 472 438 412 296 266 116 69 47 244 67 44 177 2363 2340 94 74 54 2246
internal_count=3121 56 3065 3045 3025 3004 613 592 561 2391 532 506 472 438 412 296 266 116 69 47 244 67 44 177 2363 2340 94 74 54 2246
is_linear=0
shrinkage=0.1


Tree=3748
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 0 12 3 12 1186 130 1429 471 11 12 11 1426 1428 33 34 9 3 16 11 400 13 400 16 16 2 448
split_gain=3.94497e-06 3.90834e-05 1.84174e-05 4.56393e-06 5.65485e-06 1.0956e-05 1.11095e-05 4.69353e-06 5.16325e-06 5.6001e-06 3.78255e-06 8.37943e-06 6.44616e-06 2.02742e-05 1.1739e-05 1.05273e-05 7.07831e-06 5.05335e-06 6.89487e-06 1.55228e-05 4.5481e-06 1.52617e-05 8.30593e-06 6.47659e-06 2.00174e-05 6.91097e-06 6.57112e-06 1.76376e-05 1.75734e-05 8.7831e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.098289999999999975 -0.091069999999999984 0.11418000000000002 -0.073309999999999986 0.090695000000000012 -0.010834999999999999 0.08610000000000001 0.12521000000000002 -0.085064999999999988 0.090070000000000025 0.10149500000000002 0.10221500000000001 -0.052649999999999995 0.091025000000000009 -0.009184999999999997 -0.112215 0.088235000000000022 -0.16726499999999997 -0.014034999999999997 0.083010000000000014 -0.080619999999999983 -0.010094999999999998 -0.38516499999999992 -0.5435399999999998 -0.5335399999999999 0.10644500000000001 -0.083689999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 8 -6 -10 11 -3 15 -14 -15 -13 17 -17 -19 20 21 -20 23 24 -22 -26 28 -28 -25 -29
right_child=1 10 -4 4 5 -7 -8 -9 9 -11 -12 12 13 14 -16 16 -18 18 19 -21 22 -23 -24 26 25 -27 27 29 -30 -31
leaf_value=-3.9492030893078278e-05 0.00013691148737312428 -5.6822663446627516e-05 -9.0253270011291745e-05 4.7990137594752018e-05 4.8502620682649487e-05 -5.963397293921194e-05 7.785672809404787e-05 -4.46442870415095e-05 -3.8110443736137508e-05 2.9696487027173309e-05 4.3329414838808587e-05 -5.2910139679864334e-05 8.3123653198649788e-05 -6.4953021804588693e-05 3.2032804074333403e-05 -4.2631400333448255e-05 5.6583241662751385e-05 -5.6998545226706806e-05 7.0627361861852481e-05 6.8683165150243002e-05 0.0001081426191045797 -2.0828373483193385e-05 -6.5233260957029413e-05 -1.2985823266189397e-05 -5.2150852097838652e-05 2.9070075577857843e-05 -8.5666210972704004e-05 -4.9570108292853642e-05 0.00010724543404649011 -4.6351890780614303e-07
leaf_weight=28 21 26 27 25 22 28 20 22 29 21 20 38 37 24 26 28 22 21 36 33 22 37 20 31 20 22 25 37 20 2333
leaf_count=28 21 26 27 25 22 28 20 22 29 21 20 38 37 24 26 28 22 21 36 33 22 37 20 31 20 22 25 37 20 2333
internal_value=0 9.83849e-07 -1.28476e-05 -2.12991e-06 4.13439e-06 -3.58669e-06 1.01793e-05 -4.22014e-06 8.13168e-06 -9.63153e-06 -7.97849e-09 -3.11249e-07 2.0757e-07 2.70064e-05 -1.45204e-05 -6.41791e-07 9.19352e-08 -3.70936e-07 7.44134e-08 5.29092e-07 -3.34944e-07 2.42731e-05 -1.04498e-06 -5.33517e-07 3.08697e-05 -9.60656e-06 -1.35519e-06 -2.11154e-06 3.41637e-05 -1.23016e-06
internal_weight=0 2899 222 195 167 142 114 94 72 50 2878 2858 2832 87 50 2745 2707 2685 2657 2636 2603 73 2530 2510 64 42 2446 2395 51 2370
internal_count=3121 2899 222 195 167 142 114 94 72 50 2878 2858 2832 87 50 2745 2707 2685 2657 2636 2603 73 2530 2510 64 42 2446 2395 51 2370
is_linear=0
shrinkage=0.1


Tree=3749
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 448 447 483 160 479 479 2 2 13 2 2 52 50 49 471 474 11 12 11 2 0 2 51 0 2 3
split_gain=3.70384e-06 0.000107089 4.5074e-05 2.5241e-05 3.54104e-06 8.52538e-06 4.3766e-06 7.45989e-06 5.26153e-06 8.30077e-06 5.37116e-06 1.48804e-05 3.36299e-05 2.17177e-05 3.27996e-05 1.50134e-05 1.27316e-05 3.5441e-05 1.91434e-05 1.3239e-05 1.58807e-05 4.83992e-05 2.98226e-05 1.57661e-05 1.867e-05 1.30763e-05 3.54302e-05 3.24316e-05 2.18227e-05 1.60348e-05
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.068920000000000023 0.094005000000000019 -0.47356499999999996 0.51262000000000008 0.10769500000000001 0.098035000000000011 0.12198500000000001 0.11682500000000001 -0.063184999999999977 0.11510000000000002 0.11411 -0.061194999999999992 -0.099524999999999988 0.097685000000000008 0.094575000000000006 -0.42010499999999995 0.090070000000000025 0.10149500000000002 0.086080000000000018 0.11177500000000001 -0.14001499999999997 0.10584500000000001 -0.019375 -0.14649999999999996 0.10444500000000002 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 -4 8 9 10 11 13 15 14 16 -13 17 -8 19 -18 22 -22 23 25 -25 28 -27 -28 -21 -29
right_child=2 -3 4 -5 -6 -7 7 -9 -10 -11 -12 12 -14 -15 -16 -17 18 -19 -20 20 21 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=1.7349690965653446e-06 -0.00014353968766623768 0.0002272606834594626 -4.2657328003770095e-05 -0.00011674930156004849 -4.1788287489907816e-05 5.2592749101853363e-05 -4.2691075927555525e-06 5.9606321987562953e-05 -3.6691531474785641e-05 6.4487077306694122e-05 1.2692357763939825e-05 -5.674153366098402e-05 -0.00012363111191007192 8.7299128374849859e-05 -0.00011522382291150281 5.4282385682544658e-05 -8.1360390322515744e-05 0.00014714133001027884 -8.3581837900835262e-05 -7.134049003019501e-07 0.00015917731515173729 -3.4347359470692547e-05 -0.000114215090497569 0.00012457906612491404 4.1259178561308693e-06 7.4994644488800659e-05 -0.00017842026682046708 -0.00010186392973992043 8.1302746079789801e-05 9.8120269992957928e-06
leaf_weight=178 22 21 24 20 20 31 52 21 39 20 290 21 32 28 25 29 20 22 28 1919 24 28 23 22 31 22 20 20 33 36
leaf_count=178 22 21 24 20 20 31 52 21 39 20 290 21 32 28 25 29 20 22 28 1919 24 28 23 22 31 22 20 20 33 36
internal_value=0 1.25402e-05 -9.46351e-07 -1.02331e-05 1.42904e-07 4.36129e-07 -1.354e-07 2.28424e-07 -2.1947e-07 2.98713e-07 -1.72395e-07 -1.70454e-06 -4.35802e-05 -2.45211e-07 -1.29951e-06 7.65234e-06 -6.12002e-08 4.07448e-05 -1.41773e-06 -3.71058e-07 3.72646e-07 5.49717e-05 -9.62797e-07 2.75816e-07 5.41253e-05 -1.11639e-06 -3.67609e-05 -6.91112e-05 6.73139e-07 -3.00722e-05
internal_weight=0 219 2902 198 2880 2860 2829 2805 2784 2745 2725 2435 82 2353 2325 50 2300 74 2226 2198 2178 52 2126 2103 53 2050 98 76 1952 56
internal_count=3121 219 2902 198 2880 2860 2829 2805 2784 2745 2725 2435 82 2353 2325 50 2300 74 2226 2198 2178 52 2126 2103 53 2050 98 76 1952 56
is_linear=0
shrinkage=0.1


Tree=3750
num_leaves=31
num_cat=0
split_feature=132 1185 1203 156 11 12 475 33 47 47 9 9 1366 376 15 16 12 2 2 43 4 1 1375 158 484 1374 133 42 49 484
split_gain=3.87957e-06 3.94702e-05 1.1444e-05 3.58262e-06 5.151e-06 2.08904e-05 1.32986e-05 3.81597e-06 7.61512e-06 4.81177e-05 2.9877e-05 3.83869e-05 7.3377e-06 7.21868e-06 7.10067e-06 1.35804e-05 1.20184e-05 1.41427e-05 1.18452e-05 8.33536e-06 8.86791e-06 8.04331e-06 6.97014e-06 6.73724e-06 8.89932e-06 4.32938e-05 3.12675e-05 3.16039e-05 5.51808e-05 5.12475e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.32523500000000005 0.095720000000000013 0.10227500000000002 0.12365000000000002 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.087755000000000014 0.10530000000000002 -0.082084999999999991 -0.0016099999999999997 -0.11713499999999999 -0.073404999999999984 0.089410000000000003 0.10402500000000002 0.085235000000000019 -0.078139999999999973 -0.036839999999999991 0.11751000000000002 0.089070000000000024 -0.47356499999999996 0.086135000000000017 0.088460000000000011 0.090665000000000009 0.083715000000000026 0.093835000000000016 0.10126500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 -3 10 -10 12 -12 -9 -14 16 -16 17 18 -11 20 -17 -21 23 -15 25 -25 27 28 -26 -29
right_child=1 3 -4 -5 5 -7 -8 8 9 14 11 -13 13 22 15 19 -18 -19 -20 21 -22 -23 -24 24 26 -27 -28 29 -30 -31
leaf_value=-4.2922138098406435e-06 0.00013757430930300395 -3.6435802419497316e-05 -7.3757308955127546e-05 4.1131853946093806e-05 -0.00011285933760518674 1.1801834339499559e-05 7.291141265886836e-05 5.0557089421740131e-05 0.00015097992075728447 -7.7884331874194126e-06 -0.00018557375800810406 8.0054437906558935e-06 3.8737814126458643e-05 5.6781711900839579e-05 7.3131564589429599e-05 1.5094846385181881e-05 -7.5254039298810172e-05 -4.4719924411957006e-05 8.7185700582873926e-05 6.5112719743478083e-05 -7.5952213323351165e-05 -4.5259412947712542e-06 -4.4755826952127422e-05 -2.0729349235759356e-06 8.9308174964815675e-08 -0.00013717933898078628 0.00010870170017369675 0.00012188340632645931 -0.00018158601479150268 -1.8309591131025714e-05
leaf_weight=195 21 29 27 21 20 41 25 28 24 29 20 21 45 20 34 20 26 38 24 27 23 43 37 2017 82 24 32 45 21 62
leaf_count=195 21 29 27 21 20 41 25 28 24 29 20 21 45 20 34 20 26 38 24 27 23 43 37 2017 82 24 32 45 21 62
internal_value=0 9.75659e-07 -1.27407e-05 -2.10654e-08 -3.23554e-07 -2.90707e-05 3.03618e-07 -3.5145e-07 3.01858e-08 1.54134e-05 -1.77517e-06 -8.64234e-05 -3.3689e-07 -9.34387e-07 3.08912e-06 1.77204e-05 -1.52938e-05 1.83775e-06 3.52187e-05 1.048e-06 -3.36047e-05 2.23347e-05 -1.69731e-06 -1.00554e-06 -1.51178e-06 -3.66164e-06 1.662e-05 2.58846e-06 -3.69513e-05 4.06501e-05
internal_weight=0 2899 222 2878 2857 61 2796 2771 2742 288 2454 41 2413 2385 264 147 117 91 53 113 43 70 2340 2303 2283 2041 242 210 103 107
internal_count=3121 2899 222 2878 2857 61 2796 2771 2742 288 2454 41 2413 2385 264 147 117 91 53 113 43 70 2340 2303 2283 2041 242 210 103 107
is_linear=0
shrinkage=0.1


Tree=3751
num_leaves=31
num_cat=0
split_feature=1429 2 15 2 150 1447 483 52 12 133 42 4 474 474 1420 157 1429 52 1429 367 12 130 47 2 47 9 10 47 44 47
split_gain=3.89812e-06 2.16021e-05 8.86891e-05 3.92314e-05 1.94314e-05 1.28526e-05 1.59754e-05 1.52392e-05 2.63345e-05 1.22809e-05 1.11991e-05 7.74102e-06 6.03363e-06 9.17718e-06 7.26509e-06 7.71138e-06 1.28812e-05 1.11413e-05 1.53726e-05 5.77847e-06 7.06806e-06 8.96381e-06 5.98118e-06 4.14749e-05 2.98447e-05 8.92972e-06 3.78554e-05 8.13255e-06 9.3006e-06 2.95463e-05
threshold=0.032755000000000006 0.087015000000000023 -0.015039999999999998 0.087625000000000022 0.10699000000000002 -0.051529999999999992 0.075345000000000009 -0.088614999999999985 0.085355000000000014 0.08653000000000001 0.083865000000000009 -0.0086549999999999978 -0.10160499999999999 -0.090259999999999993 -0.08341999999999998 -0.50331999999999988 -0.10379499999999998 -0.55327499999999985 -0.066319999999999976 -0.0098099999999999975 0.23631000000000002 -0.22461999999999996 0.092165000000000011 -1.0000000180025095e-35 0.088915000000000008 0.08925000000000001 0.053330000000000009 0.097970000000000015 0.099360000000000018 0.10305500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 -3 5 -5 7 8 -7 -10 -4 -9 -1 -14 -15 -16 -17 -18 -19 -20 21 -21 24 -24 25 -23 -27 -25 29 -29
right_child=1 3 10 4 -6 6 -8 11 9 -11 -12 -13 13 14 15 16 17 18 19 20 -22 22 23 27 -26 26 -28 28 -30 -31
leaf_value=4.0220737681897268e-05 -0.00023747022547468077 0.00010860111496801819 -2.8580110584102684e-05 6.517252742196433e-05 -0.00010092161034911194 -0.0001230714309878584 -9.5508612748744791e-05 6.7669010000185256e-05 -3.4501744866483259e-05 6.8885520431649641e-05 6.7308499863082987e-05 -3.2019330925929049e-07 -6.3717840682577602e-05 5.9719708674709263e-05 -6.1190492997411641e-05 6.3228320339641706e-05 -6.8932013488412613e-05 7.9013630282133828e-05 4.2462077487925853e-05 5.7505016782131321e-05 -5.6733825013824652e-05 -8.7151940746319132e-07 -0.00015282963430649944 -4.604469792330071e-05 0.00010785811122891925 0.00014872115527396091 -2.7741723753875236e-05 0.000103445953951011 -5.8721989003887842e-05 -5.0362622906178984e-06
leaf_weight=39 20 31 29 25 22 22 20 34 27 20 21 33 22 21 20 33 23 25 32 27 22 2179 20 39 26 20 31 29 22 187
leaf_count=39 20 31 29 25 22 22 20 34 27 20 21 33 22 21 20 33 23 25 32 27 22 2179 20 39 26 20 31 29 22 187
internal_value=0 -1.07581e-05 -5.94964e-05 3.82167e-06 -1.21791e-05 -1.39275e-06 -1.20603e-05 2.11557e-07 -3.2774e-05 9.49284e-06 1.16931e-05 3.41818e-05 1.16098e-06 6.12621e-07 1.12614e-06 6.76248e-07 1.13199e-06 3.6794e-07 9.67375e-07 2.26617e-07 -2.92804e-07 1.88476e-07 -4.17692e-07 -1.37578e-05 1.33852e-06 9.65869e-08 4.14594e-05 -3.71652e-06 3.21961e-06 9.52848e-06
internal_weight=0 304 70 234 203 181 156 136 69 47 50 67 2817 2778 2756 2735 2715 2682 2659 2634 2602 2580 2553 297 2256 2230 51 277 238 216
internal_count=3121 304 70 234 203 181 156 136 69 47 50 67 2817 2778 2756 2735 2715 2682 2659 2634 2602 2580 2553 297 2256 2230 51 277 238 216
is_linear=0
shrinkage=0.1


Tree=3752
num_leaves=31
num_cat=0
split_feature=1429 1417 156 155 42 4 155 1429 1429 1372 49 1429 1429 151 159 2 474 484 154 157 13 155 156 47 0 16 47 0 43 47
split_gain=3.95409e-06 8.1191e-06 8.34293e-06 1.34291e-05 1.37087e-05 1.34473e-05 6.6459e-06 3.92837e-06 4.37683e-05 3.64745e-05 1.65761e-05 1.46762e-05 7.62863e-06 1.64435e-05 1.22491e-05 1.71972e-05 1.69544e-05 3.03031e-05 7.4409e-06 5.86844e-06 1.67847e-05 7.12707e-06 1.05253e-05 5.93719e-06 4.05922e-05 9.8142e-05 2.48397e-05 2.1233e-05 8.72602e-06 8.26057e-06
threshold=0.12521000000000002 -0.080324999999999994 0.3248100000000001 0.11245500000000001 0.091295000000000015 -0.50262499999999988 0.10683000000000002 0.083725000000000008 0.083985000000000018 -0.087494999999999976 0.10269000000000002 0.057970000000000008 0.084665000000000004 -0.083804999999999977 0.108225 0.087470000000000006 0.087265000000000023 0.11136 1.0000000180025095e-35 0.099625000000000005 -0.070999999999999994 0.087925000000000017 -0.092624999999999985 0.092165000000000011 -0.10224499999999999 -0.13088499999999997 0.088915000000000008 -0.095504999999999993 -0.11180499999999999 0.098400000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 7 9 -9 -3 12 18 -10 -14 15 -15 -17 -18 19 21 -21 22 -11 26 25 -25 -24 -26 -29 -30
right_child=-2 2 -4 4 -6 -7 -8 8 10 11 -12 -13 13 14 -16 16 17 -19 -20 20 -22 -23 23 24 27 -27 -28 28 29 -31
leaf_value=-6.081944433059438e-05 4.4321287286948067e-05 0.00013559437227740999 -6.4230081334244461e-05 2.1146072278844216e-05 -1.8668698083440014e-05 0.00013302060863431756 -5.6466838300582906e-05 -0.00014670039123633287 -6.6771564195819555e-05 -7.1895262553880467e-05 6.906937595622073e-05 -7.621275936253369e-05 6.539595021328343e-05 2.5487111227395128e-05 4.6396274289387902e-05 -9.2535939464661568e-07 -0.0001863251980033792 -1.6442523996201565e-05 5.6193388326164501e-05 2.4666494615443157e-05 -8.7904283672860068e-05 4.9390602556134884e-05 1.5433447415456975e-06 -7.1744049403035105e-06 9.4863087074022949e-05 -0.00025890549588352557 9.9850436806893703e-05 -5.1978818540756669e-05 -4.7929465337960135e-05 1.6768576941319598e-05
leaf_weight=22 20 20 20 21 22 22 21 22 21 20 31 25 29 34 24 28 21 21 24 26 27 30 2247 59 26 21 26 29 23 139
leaf_count=22 20 20 20 21 22 22 21 22 21 20 31 25 29 34 24 28 21 21 24 26 27 30 2247 59 26 21 26 29 23 139
internal_value=0 -2.85848e-07 1.46675e-07 5.67576e-07 4.55355e-05 7.83842e-05 -4.08682e-07 -1.27116e-08 -1.25365e-05 1.04236e-06 1.58598e-06 5.37322e-08 -1.01667e-05 -2.5954e-06 -1.79997e-05 -3.28603e-05 -6.12005e-05 -0.000101384 7.60689e-07 2.62977e-07 -3.26809e-05 9.29398e-07 3.68072e-07 9.30432e-07 -1.23663e-05 -7.32538e-05 2.66784e-06 1.00807e-05 -1.46037e-06 7.58305e-06
internal_weight=0 3101 3079 3059 65 43 2994 2973 231 2742 209 2722 178 157 128 104 70 42 2697 2673 53 2620 2590 2570 297 80 2273 217 191 162
internal_count=3121 3101 3079 3059 65 43 2994 2973 231 2742 209 2722 178 157 128 104 70 42 2697 2673 53 2620 2590 2570 297 80 2273 217 191 162
is_linear=0
shrinkage=0.1


Tree=3753
num_leaves=31
num_cat=0
split_feature=156 11 0 1429 1428 157 1426 1428 154 97 10 0 9 9 471 474 474 2 0 474 157 51 16 1374 457 1373 43 2 51 12
split_gain=3.94019e-06 4.83677e-06 1.4098e-05 8.14643e-06 4.6357e-06 1.07276e-05 4.36363e-06 5.39823e-06 5.2135e-06 5.08538e-06 7.09399e-06 4.65602e-05 3.24084e-05 6.29159e-06 5.04166e-06 4.64254e-06 1.42702e-05 1.96612e-05 1.07044e-05 8.77096e-06 4.14987e-05 0.00011968 3.32472e-05 2.35546e-05 7.89159e-05 1.81938e-05 1.17495e-05 1.335e-05 6.70925e-06 8.83301e-06
threshold=0.32523500000000005 0.097680000000000017 -0.033209999999999996 -0.23166999999999996 -0.071779999999999997 0.41580000000000006 -0.068029999999999993 0.091025000000000009 0.084190000000000001 -0.086464999999999986 0.0036750000000000007 -0.080119999999999983 0.092890000000000014 0.088235000000000022 0.093985000000000013 0.091180000000000011 0.088435000000000014 0.086375000000000021 -0.066689999999999985 0.083875000000000019 -0.086284999999999987 -0.085039999999999991 -0.007794999999999999 0.088460000000000011 -0.080669999999999978 0.075690000000000021 -0.085594999999999991 0.088125000000000023 -0.013119999999999998 0.086420000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6 8 9 -8 13 -12 -13 14 15 16 19 -18 28 23 21 -21 -22 25 -25 -11 -24 -28 29 -17
right_child=-2 2 -4 4 5 -7 7 -9 -10 10 11 12 -14 -15 -16 18 17 -19 -20 20 22 -23 26 24 -26 -27 27 -29 -30 -31
leaf_value=5.7057687561609785e-05 4.3170096839839108e-05 1.3083459086750548e-05 -9.6051064319908617e-05 -4.4036188804360184e-05 -3.7219806711163986e-05 6.169635066076548e-05 -4.7958744471543471e-05 4.92575750368732e-05 -4.504350697691105e-05 2.0857515418669324e-07 0.00015267420287934578 -0.00010266949195647613 5.6792592872275587e-05 -4.7663953643807749e-05 4.2978456992757324e-05 -3.1884834631988463e-05 -1.8916855970019243e-05 0.00010003744867968965 -7.247203437396695e-05 -0.00027718603187600993 0.0001279803569923388 5.3003339994377359e-05 4.1683691597427243e-05 -2.5166901479159217e-05 0.00022384178890206389 -7.570618792556161e-05 5.5820673514972449e-06 -0.00010996023949701341 -4.9409020418048993e-05 3.8585631370116735e-05
leaf_weight=25 21 29 20 24 32 28 22 22 26 2348 22 25 26 28 27 29 24 33 29 21 20 23 20 35 20 32 20 20 24 46
leaf_count=25 21 29 20 24 32 28 22 22 26 2348 22 25 26 28 27 29 24 33 29 21 20 23 20 35 20 32 20 20 24 46
internal_value=0 -2.92441e-07 -3.14612e-05 2.0814e-07 -2.61536e-07 8.84278e-08 -4.91606e-07 -9.21155e-08 -4.63928e-07 -6.34206e-08 3.03466e-07 3.10781e-05 -2.13751e-05 -4.9916e-07 -2.25762e-08 -4.45691e-07 4.64163e-07 4.99514e-05 -1.90408e-05 -6.38133e-07 -2.65816e-05 -0.000104587 1.63215e-05 6.83011e-07 6.53817e-05 -8.12128e-07 -2.08982e-05 -5.21891e-05 -3.38927e-06 1.13371e-05
internal_weight=0 3100 49 3051 3026 3002 2974 2942 2920 2894 2872 73 51 2799 2771 2744 2616 57 128 2559 124 44 80 2435 55 2380 60 40 99 75
internal_count=3121 3100 49 3051 3026 3002 2974 2942 2920 2894 2872 73 51 2799 2771 2744 2616 57 128 2559 124 44 80 2435 55 2380 60 40 99 75
is_linear=0
shrinkage=0.1


Tree=3754
num_leaves=31
num_cat=0
split_feature=421 9 13 10 43 2 149 147 49 148 447 1348 0 447 48 4 4 13 48 0 48 1375 1 1 1 150 1210 47 47 1
split_gain=3.83902e-06 1.35393e-05 1.73832e-05 1.36394e-05 3.43177e-05 1.5425e-05 6.96168e-06 5.89658e-06 2.23503e-05 1.12412e-05 5.7071e-06 5.68154e-06 4.85665e-06 5.31132e-06 4.99913e-06 1.36226e-05 1.69423e-05 1.4951e-05 1.0388e-05 6.66572e-06 1.88815e-05 7.78911e-06 6.10977e-06 9.31372e-05 7.72199e-05 2.26448e-05 2.03384e-05 1.7924e-05 5.99695e-05 4.23321e-05
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.0075049999999999987 0.053330000000000009 -0.080419999999999978 -0.090999999999999984 0.10022500000000002 0.095485000000000014 -0.048674999999999989 -0.098399999999999974 0.089635000000000006 0.085630000000000012 -0.24955499999999997 0.083875000000000019 0.11270000000000001 0.033845000000000007 -0.033174999999999989 -0.080344999999999986 0.10911000000000001 -0.23051499999999997 0.084170000000000009 0.094365000000000018 0.09253500000000002 0.091785000000000019 0.093100000000000002 0.10699000000000002 -0.42132499999999995 0.092165000000000011 0.097480000000000011 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 9 -9 -7 11 12 -11 14 18 16 -16 -17 19 20 -14 22 23 26 -24 27 -21 29 -29 -26
right_child=1 2 -4 4 -6 6 -8 8 -10 10 -12 -13 13 -15 15 17 -18 -19 -20 21 -22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-4.367161834011313e-05 7.284796136383224e-05 -8.5684589066659102e-07 0.00012422278130543417 3.7691044954044626e-05 -0.00014330000879205976 -6.1456782254936122e-05 -5.5240789484030199e-05 -3.1778436285727048e-05 0.00011091198930877173 4.1509885548813537e-05 4.5833617143755505e-05 -4.6891545064052204e-05 2.7156275782544979e-05 5.1004331326112157e-05 1.4096364879384743e-05 3.1152870918352467e-05 0.00012833377098104393 -7.473980967157938e-05 -7.3375395802486307e-05 9.4346153061699377e-05 -0.00011025353785953484 5.8835611046313058e-05 0.00020087199227418752 -0.00019552381959510968 0.00012803289597892824 0.00010347793164934654 -2.3630986516554588e-06 -0.00019027033856781645 -4.3836583795382462e-06 -6.9801568754035098e-07
leaf_weight=20 29 25 20 20 22 30 23 23 21 28 27 26 20 20 37 30 20 24 20 22 20 22 20 25 27 21 1884 21 100 474
leaf_count=20 29 25 20 20 22 30 23 23 21 28 27 26 20 20 37 30 20 24 20 22 20 22 20 25 27 21 1884 21 100 474
internal_value=0 2.81667e-07 5.47341e-05 -5.20152e-07 -5.71138e-05 2.68478e-07 -4.36649e-07 -1.10934e-08 3.63238e-05 -5.58981e-07 7.36139e-08 -3.58235e-07 6.85254e-08 -3.44855e-07 -7.13345e-07 2.00817e-05 5.41797e-05 -1.59105e-05 -1.57592e-06 -1.03526e-06 -4.15486e-05 -4.15792e-07 -9.1831e-07 -3.76207e-06 7.3642e-06 1.34529e-06 -1.24683e-06 -2.10292e-06 -3.6645e-05 6.23958e-06
internal_weight=0 3101 45 3056 42 3014 2985 2962 44 2918 2888 2861 2835 2807 2787 111 57 54 2676 2656 40 2616 2594 1931 663 643 1906 622 121 501
internal_count=3121 3101 45 3056 42 3014 2985 2962 44 2918 2888 2861 2835 2807 2787 111 57 54 2676 2656 40 2616 2594 1931 663 643 1906 622 121 501
is_linear=0
shrinkage=0.1


Tree=3755
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 130 12 51 51 1209 12 4 2 15 52 50 49 10 4 0 33 1 14 156 160 3 3 12 12 133 12
split_gain=3.84276e-06 0.000106918 4.50695e-05 2.59831e-05 3.68673e-06 1.0831e-05 3.70354e-06 1.38902e-05 1.39508e-05 1.26168e-05 3.97428e-05 3.30867e-05 2.50678e-05 3.55104e-05 3.13596e-05 1.45008e-05 9.43455e-06 4.89773e-05 9.0945e-05 1.2223e-05 9.32377e-06 8.93168e-06 2.05931e-05 1.73365e-05 8.70365e-06 2.06908e-05 8.43905e-06 3.66688e-05 0.000110899 3.42458e-05
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.23647499999999996 0.23631000000000002 0.094075000000000006 0.090560000000000015 0.12417500000000002 0.088245000000000004 -0.074729999999999977 0.094095000000000012 -0.074054999999999996 -0.068719999999999989 0.083640000000000006 0.092185000000000017 -0.011559999999999999 0.053180000000000012 -0.10096999999999999 -1.0000000180025095e-35 0.086720000000000005 -0.31455999999999995 -0.14064999999999997 -0.013324999999999998 -0.074084999999999998 -0.078244999999999995 0.090545000000000014 0.089505000000000015 0.048520000000000008 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 7 8 16 12 11 -11 13 -8 -14 -15 17 -6 -19 -18 -16 23 -23 -21 25 -12 27 -24 29 -29
right_child=2 -3 4 -5 5 -7 9 -9 -10 10 24 -13 14 15 20 -17 19 18 -20 21 -22 22 26 -25 -26 -27 -28 28 -30 -31
leaf_value=1.1115893636832135e-06 -0.00014355019070948897 0.00021674426564498826 -4.2659847749746405e-05 -0.00011917090876522706 -0.00013122024811309529 7.0319336704084307e-05 0.00012629230113816447 -6.0611858717516629e-05 6.972129570255804e-05 0.00020605993469871464 1.6345187937187758e-05 3.1906272552835921e-05 -0.00013449229636535167 -4.7755614748272889e-05 -5.4674827039153089e-05 5.2882750502579841e-05 6.678516440809256e-05 0.0001923894865467446 -8.2905814100134507e-05 1.2381047498719353e-06 3.1624402430269028e-05 -0.00010295176260115113 -7.6258649244415171e-07 0.00011313437516946578 3.4009989931291785e-05 -0.00010386886401234237 -9.4421226278850366e-06 8.9102477977576208e-05 0.00022657272377822163 -5.9397366889739219e-05
leaf_weight=176 22 23 20 20 32 22 26 39 28 20 41 24 28 41 21 22 27 20 30 45 31 20 1383 20 40 22 781 24 29 44
leaf_count=176 22 23 20 20 32 22 26 39 28 20 41 24 28 41 21 22 27 20 30 45 31 20 1383 20 40 22 781 24 29 44
internal_value=0 1.27732e-05 -9.63939e-07 -1.11621e-05 1.25261e-07 4.24458e-07 -1.17363e-07 -1.39608e-06 -4.65985e-07 1.00881e-05 3.15128e-05 0.000111067 -8.54769e-06 2.79667e-05 -4.917e-05 -1.26121e-05 -1.26649e-06 -3.4615e-05 2.72123e-05 -1.14119e-07 -3.22721e-06 -8.8406e-07 -1.92565e-06 3.56677e-05 -2.47148e-06 -2.56343e-05 -1.03201e-06 3.40603e-06 6.28411e-05 -6.98566e-06
internal_weight=0 219 2902 196 2880 2860 2838 2522 2483 316 147 44 169 89 80 63 2455 82 50 2373 52 2346 2281 65 103 63 2261 1480 97 68
internal_count=3121 219 2902 196 2880 2860 2838 2522 2483 316 147 44 169 89 80 63 2455 82 50 2373 52 2346 2281 65 103 63 2261 1480 97 68
is_linear=0
shrinkage=0.1


Tree=3756
num_leaves=31
num_cat=0
split_feature=132 1185 1203 48 131 400 0 2 483 483 158 158 483 0 12 483 4 2 0 12 133 142 2 11 33 10 16 124 13 43
split_gain=3.67385e-06 3.88798e-05 1.56133e-05 3.47354e-06 6.30509e-06 4.96962e-06 6.79416e-06 9.00415e-06 3.40468e-06 6.26439e-06 5.9439e-06 9.52901e-06 4.96035e-06 2.51086e-05 2.33661e-05 1.22937e-05 1.20231e-05 9.14968e-06 8.70125e-06 6.51737e-06 1.41705e-05 1.3852e-05 9.4713e-06 1.80155e-05 9.50162e-06 1.42241e-05 0.000121777 7.33244e-06 7.22619e-06 1.33045e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.086125000000000021 -0.076979999999999979 0.11517000000000001 -0.073309999999999986 0.092755000000000018 0.13726000000000002 0.12325000000000001 -0.47356499999999996 -0.46413499999999996 0.098395000000000024 -0.064339999999999994 0.23631000000000002 0.096190000000000012 0.62931500000000018 0.083795000000000022 -0.085669999999999982 0.12757000000000002 0.017095000000000003 -0.057499999999999989 0.13404500000000005 -1.0000000180025095e-35 -0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 -0.081214999999999982 -0.14179999999999995 -0.05647499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6 9 10 -3 -12 14 17 15 16 19 -14 -19 21 -21 -13 23 -23 -25 26 -26 -24 -29 -30
right_child=1 8 -4 -5 5 -7 -8 -9 -10 -11 11 12 13 -15 -16 -17 -18 18 -20 20 -22 22 27 24 25 -27 -28 28 29 -31
leaf_value=5.0181523128382348e-05 0.00013652252995858104 5.076838981198228e-05 -8.3668280570202988e-05 -3.6557277025377311e-05 -1.9299189062155899e-06 -4.8927666648523887e-05 -5.0659668850130409e-05 7.1457815855475413e-05 4.0078126134869224e-05 -4.657543946638631e-05 -6.9054526829859245e-05 8.1839625876173588e-05 5.3799766947122406e-05 0.00011643772955639262 -0.00010828100085745972 7.8319080748769928e-05 -7.0835566142098596e-05 1.0275799724013268e-05 -6.7607275419644656e-05 -9.5436375671521424e-05 1.2681606353402863e-05 -9.3407781085781092e-05 -3.0737469569430689e-05 -6.7348035563121641e-05 -7.5612432764111351e-05 -1.0566895300088364e-06 0.00020704673655995133 1.5987924111974533e-06 8.8191102558748508e-06 9.105989891265511e-05
leaf_weight=24 21 23 27 26 82 22 20 21 21 29 20 21 20 22 20 20 24 32 26 22 27 21 20 21 35 2305 27 43 37 42
leaf_count=24 21 23 27 26 82 22 20 21 21 29 20 21 20 22 20 20 24 32 26 22 27 21 20 21 35 2305 27 43 37 42
internal_value=0 9.49438e-07 -1.23983e-05 -2.53012e-06 2.70482e-06 -5.15339e-06 2.67616e-06 1.30326e-05 -3.98029e-08 -3.34684e-07 1.39496e-07 -2.75643e-07 2.18281e-07 2.20866e-05 -5.96182e-07 2.11959e-07 -3.78643e-07 -4.52523e-06 -2.46373e-05 2.66517e-07 -3.58612e-05 9.54797e-07 2.88948e-07 -1.19042e-06 -3.7946e-07 2.14684e-07 4.74811e-05 2.53861e-05 3.45866e-05 5.25421e-05
internal_weight=0 2899 222 195 169 145 123 103 2878 2857 2828 2805 2785 100 2685 2665 2645 78 58 2621 49 2572 2551 2409 2388 2367 62 142 122 79
internal_count=3121 2899 222 195 169 145 123 103 2878 2857 2828 2805 2785 100 2685 2665 2645 78 58 2621 49 2572 2551 2409 2388 2367 62 142 122 79
is_linear=0
shrinkage=0.1


Tree=3757
num_leaves=31
num_cat=0
split_feature=421 9 2 33 9 149 158 158 158 16 1455 1453 15 12 1454 2 1446 1213 484 52 160 1456 1 42 481 1456 483 483 484 52
split_gain=4.22288e-06 1.07833e-05 1.51989e-05 1.25958e-05 1.20948e-05 5.1373e-06 4.11199e-06 4.82006e-06 5.55123e-06 1.03071e-05 5.64041e-06 1.50519e-05 2.02369e-05 9.0388e-06 5.67547e-06 2.08179e-05 6.88461e-06 4.75892e-05 4.75533e-05 5.96881e-05 5.94998e-05 3.74228e-05 1.86319e-05 1.74426e-05 1.55026e-05 1.19127e-05 1.13275e-05 3.83593e-05 8.06199e-06 2.42094e-05
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 -0.009184999999999997 0.085555000000000006 0.10096000000000001 -0.47382999999999992 -0.4686749999999999 -0.14117999999999997 -0.054549999999999994 0.090900000000000022 -0.064249999999999988 -0.067579999999999987 0.087285000000000015 0.090210000000000026 0.084055000000000005 0.083715000000000026 0.04198000000000001 -0.085034999999999986 -0.016329999999999997 -0.063384999999999983 0.090820000000000026 0.088135000000000005 0.088295000000000012 -0.081614999999999979 0.085405000000000023 0.10143000000000001 0.096460000000000018 -0.088654999999999998 -0.10286999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5 -8 9 -9 14 -12 -13 -14 16 -16 21 18 19 -18 22 25 23 24 -20 26 27 28 29 -10
right_child=1 2 -4 4 -6 -7 7 8 10 -11 11 12 13 -15 15 -17 17 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.5802953009115301e-05 -6.7183156170358421e-05 -3.0901972641004254e-06 0.00011386692493033479 -4.0386436972767116e-05 7.2437562503973425e-05 -4.8501747633880859e-05 4.2399106556937724e-05 1.3525527391231244e-05 -9.9367984989839908e-05 -7.3912173190495074e-05 0.00010167725889914437 6.4107928889253318e-05 4.0001907473197209e-06 -9.1072408540640037e-05 -0.00010901335356590738 2.3740781277107696e-05 1.5673977803089657e-05 0.0001645026354435686 6.4982065253415243e-05 -0.00021610030136798742 0.00016123025850122628 -0.00011402859216982976 7.8719095504113843e-05 -9.3118251184932892e-05 -3.4705357579812888e-05 7.0339516544966812e-05 -5.4631496971144087e-05 0.00013496012631679019 2.8921437335242464e-07 1.2922105192577269e-05
leaf_weight=20 28 25 20 25 23 22 27 26 32 28 20 31 20 20 21 27 25 20 26 20 28 29 23 25 39 24 38 21 2340 48
leaf_count=20 28 25 20 25 23 22 27 26 32 28 20 31 20 20 21 27 25 20 26 20 28 29 23 25 39 24 38 21 2340 48
internal_value=0 2.95411e-07 4.88907e-05 -4.20162e-07 1.97197e-07 -3.55724e-07 -6.40868e-10 3.40686e-07 -4.67508e-08 -3.18125e-05 5.49479e-07 2.50489e-05 3.4634e-06 -4.35361e-05 -2.50752e-07 -3.43392e-05 3.46853e-07 1.79269e-05 2.16612e-06 -8.73368e-05 3.07309e-05 -1.08344e-06 -1.60524e-06 -2.21326e-05 5.16961e-06 2.25154e-07 -4.53645e-07 3.89762e-07 -7.77997e-07 -3.19939e-05
internal_weight=0 3101 45 3056 3028 3005 2983 2958 2931 54 2877 91 71 40 2786 48 2738 206 186 45 141 2532 113 90 65 2503 2479 2441 2420 80
internal_count=3121 3101 45 3056 3028 3005 2983 2958 2931 54 2877 91 71 40 2786 48 2738 206 186 45 141 2532 113 90 65 2503 2479 2441 2420 80
is_linear=0
shrinkage=0.1


Tree=3758
num_leaves=31
num_cat=0
split_feature=123 123 46 472 45 1428 3 11 9 0 10 39 9 123 15 154 1429 1429 12 15 15 15 43 15 16 15 52 390 13 484
split_gain=4.17704e-06 6.61519e-06 4.4325e-06 1.25314e-05 9.48607e-06 6.88259e-06 4.77024e-06 9.15033e-06 9.40786e-06 2.49547e-05 2.2969e-05 3.95899e-05 1.21813e-05 5.21828e-06 9.25514e-06 4.44463e-06 7.56319e-06 5.37601e-06 5.77004e-06 6.34191e-06 3.42086e-05 3.09179e-05 5.48116e-05 1.36605e-05 5.02642e-05 1.36408e-05 1.35866e-05 1.15012e-05 1.0023e-05 1.89469e-05
threshold=0.13162000000000004 0.11410500000000003 0.10253500000000002 0.094800000000000009 0.083445000000000005 -0.070379999999999984 0.63141500000000017 -0.011194999999999998 0.092235000000000011 -0.0058249999999999994 0.0036750000000000007 0.089200000000000015 0.086220000000000005 0.094395000000000021 -0.11713499999999999 0.084190000000000001 0.11475 0.094630000000000006 -0.14757499999999998 -0.10203999999999998 -0.10653 -0.096999999999999989 -0.0095349999999999983 -0.093959999999999988 -0.095094999999999985 -0.092489999999999989 0.15915500000000002 0.088375000000000023 -0.096404999999999991 0.090535000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 10 -10 12 -12 13 15 -15 16 17 18 -9 20 26 22 -21 24 -23 -25 28 -27 -20 -30
right_child=-2 -3 -4 -5 -6 6 -8 8 9 -11 11 -13 -14 14 -16 -17 -18 -19 19 21 -22 23 -24 25 -26 27 -28 -29 29 -31
leaf_value=4.4937704104300153e-05 -4.555365481792251e-05 5.4934182828054135e-05 -4.1211235265319171e-05 7.9149855919240523e-05 -6.7243571226884214e-05 6.1522238456745979e-05 -4.7802868413695948e-05 -4.8446828122905573e-05 -0.00012487986755981443 2.752158131691183e-05 0.00016308395310973183 -2.2458547280858392e-05 -7.8686979104531933e-05 -8.4587706296588295e-05 9.4040745766092602e-06 -4.3617989166477859e-05 4.6714287670965859e-05 -4.532341627054848e-05 5.0045972859757149e-05 2.8662497005335844e-05 0.00012600987427867949 0.0001464533279171779 -0.00017297328091184943 -6.3488322417898043e-05 -3.3304077395379342e-05 -5.0191430082275964e-07 -6.6176507352793131e-05 6.2899667390693459e-05 1.1239536383676499e-05 -8.0425771160662417e-05
leaf_weight=34 20 22 26 20 21 24 21 24 21 22 23 23 20 20 22 23 35 26 53 26 25 28 28 34 35 2136 25 29 230 25
leaf_count=34 20 22 26 20 21 24 21 24 21 22 23 23 20 20 22 23 35 26 53 26 25 28 28 34 35 2136 25 29 230 25
internal_value=0 2.93799e-07 -9.66162e-08 2.53525e-07 -2.66728e-07 2.00242e-07 -3.10528e-07 2.67524e-08 -4.7645e-07 -4.6907e-05 2.14386e-07 7.03127e-05 -9.19412e-07 -3.68651e-07 -3.53539e-05 1.59524e-07 5.24469e-07 -6.90128e-08 3.67093e-07 8.05214e-07 1.3192e-05 -1.10949e-06 -7.58894e-05 6.75707e-07 4.65881e-05 -6.39655e-07 4.72214e-06 3.47345e-07 1.04769e-05 2.25274e-06
internal_weight=0 3101 3079 3053 3033 3012 2978 2957 2933 43 2890 46 2844 2824 42 2782 2759 2724 2698 2674 358 2316 54 2262 63 2199 333 2165 308 255
internal_count=3121 3101 3079 3053 3033 3012 2978 2957 2933 43 2890 46 2844 2824 42 2782 2759 2724 2698 2674 358 2316 54 2262 63 2199 333 2165 308 255
is_linear=0
shrinkage=0.1


Tree=3759
num_leaves=31
num_cat=0
split_feature=132 15 1185 1186 49 3 2 12 46 44 1456 105 34 97 11 10 2 2 2 14 15 13 15 13 13 160 2 0 0 1208
split_gain=3.87729e-06 0.000101389 4.41862e-05 2.14209e-05 4.33508e-06 1.14278e-05 8.78889e-06 8.75869e-06 3.41375e-06 1.23977e-05 5.39791e-06 4.28122e-06 9.80815e-06 3.04222e-05 1.70615e-05 9.94076e-06 4.62016e-06 4.41593e-05 3.07449e-05 3.10092e-05 1.93489e-05 7.02502e-05 5.7733e-05 1.39414e-05 5.8987e-05 3.36868e-05 2.76993e-05 3.6026e-05 3.87158e-05 1.92542e-05
threshold=-0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.0044650000000000011 0.10211000000000002 -0.042499999999999989 0.089320000000000024 0.090165000000000009 0.10253500000000002 0.084760000000000016 0.12676500000000004 1.0000000180025095e-35 -0.057544999999999992 -0.063039999999999985 -1.0000000180025095e-35 -0.0087699999999999983 0.083715000000000026 0.083865000000000009 0.082850000000000021 0.078320000000000015 -0.10203999999999998 -1.0000000180025095e-35 -0.093244999999999981 -0.081029999999999977 -0.078944999999999987 -0.44404499999999997 0.079055000000000014 -0.086729999999999988 -0.082284999999999983 0.10233500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 -1 9 10 11 12 13 15 -14 -4 18 -18 19 20 21 -16 -22 25 -25 -24 27 -26 -29 -30
right_child=2 -3 8 -5 -6 -7 -8 -9 -10 -11 -12 -13 14 -15 16 -17 17 -19 -20 -21 22 -23 23 24 26 -27 -28 28 29 -31
leaf_value=8.4488452383833225e-06 -0.00014215033046308565 0.00019821146681981471 3.3785420970054798e-05 -0.0001074873845070778 3.7994447018718349e-05 -7.730951370831463e-05 5.0308828072194317e-05 -5.8005232546877646e-05 -3.4026292369476166e-05 7.8913710858614656e-05 -4.4595784129342067e-05 -3.9296217834850762e-05 -8.7997470588809597e-05 0.00014202827493136282 -2.6379978793777289e-06 -5.0272521290632238e-05 -0.00014982890399551252 -4.8964712010868627e-07 9.75040097728197e-05 -0.00011413943648221903 -0.00016724810429877835 0.00020030910699184143 -0.00013971653152111685 0.0001720683665671854 -0.00012502840783616359 -1.0957948714502904e-06 0.00011202189970113662 0.00013520162490914862 -1.1347619375231969e-05 8.8627511563356092e-05
leaf_weight=68 22 26 34 21 25 20 31 28 29 20 27 27 22 20 66 24 20 1984 36 22 20 23 20 23 22 142 23 22 233 21
leaf_count=68 22 26 34 21 25 20 31 28 29 20 27 27 22 20 66 24 20 1984 36 22 20 23 20 23 22 142 23 22 233 21
internal_value=0 1.28305e-05 -9.68257e-07 -1.21431e-05 -5.02212e-07 -7.04926e-06 4.01534e-06 -1.09336e-05 1.10218e-07 4.5745e-07 -9.68156e-08 3.31669e-07 7.1696e-07 3.5676e-05 -2.93342e-07 -9.97176e-07 4.27424e-07 -1.98006e-06 7.59621e-06 2.51508e-06 6.68809e-06 4.9809e-05 -6.08035e-07 5.97853e-06 1.73694e-05 -1.82095e-05 6.28504e-06 -1.87586e-06 7.94065e-06 -3.08196e-06
internal_weight=0 219 2902 193 172 147 127 96 2880 2851 2831 2804 2777 78 2699 58 2677 2004 673 637 615 89 526 506 344 162 321 298 276 254
internal_count=3121 219 2902 193 172 147 127 96 2880 2851 2831 2804 2777 78 2699 58 2677 2004 673 637 615 89 526 506 344 162 321 298 276 254
is_linear=0
shrinkage=0.1


Tree=3760
num_leaves=31
num_cat=0
split_feature=421 147 147 147 147 483 479 479 51 51 473 16 1420 471 483 49 482 1456 43 1455 120 483 42 474 2 1425 1373 150 1373 1375
split_gain=3.75686e-06 8.63431e-06 7.56894e-06 9.01887e-06 7.23059e-06 4.65818e-06 4.33335e-06 5.82944e-06 4.34974e-06 6.94568e-06 1.43219e-05 1.0898e-05 1.57297e-05 6.23936e-06 8.34561e-06 2.26812e-05 1.29078e-05 3.07543e-05 2.32272e-05 1.01817e-05 8.49492e-06 1.38416e-05 2.32713e-05 5.85836e-06 1.23321e-05 7.87159e-06 5.89251e-06 1.79057e-05 7.98394e-06 1.72243e-05
threshold=-1.0000000180025095e-35 0.11252000000000001 0.097985000000000017 0.092070000000000013 0.090335000000000013 -0.47181499999999993 0.10769500000000001 0.098035000000000011 -0.4680149999999999 -0.44986999999999994 -0.072684999999999986 0.63636000000000015 1.0000000180025095e-35 0.10338500000000002 0.10083000000000002 0.0065400000000000015 0.098465000000000011 -0.045159999999999999 -0.077044999999999988 -0.097209999999999977 0.090440000000000006 0.095250000000000015 0.087505000000000013 -0.090834999999999985 0.08734500000000002 0.08789000000000001 0.08789000000000001 0.090480000000000019 1.0000000180025095e-35 -0.42089999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 -10 -11 12 13 14 19 16 18 -18 -16 -12 21 23 -23 24 -21 26 28 -28 29 -25
right_child=1 -3 -4 -5 -6 6 -8 -9 9 10 11 -13 -14 -15 15 -17 17 -19 -20 20 -22 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-4.3201743283134425e-05 4.3118633038830018e-05 6.5771474037319426e-05 -5.859187149326317e-05 5.3937879725239211e-05 -5.8750018139281084e-05 3.9073544845840459e-05 -3.2920165704126706e-05 5.4021227333578282e-05 -4.6861482769600118e-05 7.8580100355042225e-05 -5.9233366561481188e-05 -5.4566223804392179e-05 8.8429376519343363e-05 -5.2441362704089637e-05 0.00011966070617615645 0.00011495746819036868 4.1105933934886709e-05 -0.00012304839803532343 -1.8433266538115029e-05 2.3553525024908595e-05 6.2703149922613413e-05 8.4853060408412212e-06 -0.00012726857359824783 -9.0211915881982784e-05 -8.0893466432686325e-05 6.1498551197776888e-05 -9.2622712603770204e-05 3.2632176814894637e-05 4.556782457711961e-05 7.5456427372232677e-07
leaf_weight=20 25 20 22 31 21 28 40 20 32 23 30 37 20 23 21 23 25 21 29 20 21 28 23 21 26 21 25 21 39 2365
leaf_count=20 25 20 22 31 21 28 40 20 32 23 30 37 20 23 21 23 25 21 29 20 21 28 23 21 26 21 25 21 39 2365
internal_value=0 2.78631e-07 -1.4651e-07 2.73823e-07 -2.75578e-07 1.32791e-07 -2.27587e-07 2.16908e-07 -1.51363e-07 -5.30871e-07 -1.28491e-08 -6.49565e-07 6.23961e-08 -5.72881e-07 -1.40487e-07 2.57644e-05 4.39523e-06 -3.38341e-05 3.95662e-05 -1.30817e-06 -6.42362e-07 -1.15617e-06 -5.2737e-05 -1.19678e-07 -3.54817e-05 5.33073e-07 1.49524e-08 -3.54411e-05 6.87521e-07 -4.60628e-08
internal_weight=0 3101 3081 3059 3028 3007 2982 2942 2922 2894 2862 2839 2802 2782 2759 119 96 46 50 2640 2610 2589 51 2538 46 2492 2471 46 2425 2386
internal_count=3121 3101 3081 3059 3028 3007 2982 2942 2922 2894 2862 2839 2802 2782 2759 119 96 46 50 2640 2610 2589 51 2538 46 2492 2471 46 2425 2386
is_linear=0
shrinkage=0.1


Tree=3761
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 124 48 160 39 13 151 31 106 33 2 0 9 46 158 484 475 150 1375 1 1375 484 3 0 0 483 13
split_gain=3.54729e-06 3.89857e-05 1.35869e-05 1.02337e-05 3.53806e-06 8.95102e-06 1.93036e-05 1.19017e-05 1.11312e-05 1.04123e-05 8.44759e-06 9.30212e-06 8.70622e-06 1.01303e-05 7.47214e-05 5.60933e-05 5.21104e-06 1.12328e-05 6.1224e-06 3.06307e-05 3.09127e-05 1.77862e-05 7.25331e-05 2.06831e-05 1.47274e-05 5.02326e-05 3.50606e-05 1.62833e-05 9.95029e-06 1.42764e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.083229999999999985 0.085790000000000019 0.083670000000000008 0.08733500000000001 -0.016469999999999995 -0.084699999999999984 -1.0000000180025095e-35 0.016890000000000006 0.085305000000000006 -0.0050599999999999994 -0.080119999999999983 0.092890000000000014 0.10253500000000002 -0.47356499999999996 0.086135000000000017 -0.085684999999999997 0.10699000000000002 -0.15308499999999997 0.088975000000000012 -0.085004999999999983 0.090535000000000018 -0.084854999999999986 -0.067624999999999977 -0.080434999999999993 0.087775000000000006 -0.084869999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 8 9 -3 -7 11 -6 13 14 -12 -16 17 -15 21 -20 24 22 -19 -23 25 -21 27 28 -26 -30
right_child=1 4 -4 -5 10 7 -8 -9 -10 -11 12 -13 -14 16 15 -17 -18 18 19 20 -22 23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=4.5030111643675566e-06 0.00013669062086375477 4.748764451727393e-05 -8.1628863132209516e-05 -6.9352432720257815e-05 -9.477780899032951e-05 -9.4048310645369134e-05 0.00011852639450115108 3.9514358804108971e-05 -2.9079838478119693e-05 5.6464241060893991e-06 0.00015341318653554483 5.1457027005935314e-07 -6.4365632559721628e-05 6.5032236922818885e-05 -0.00016115625191808001 5.7782686704740628e-05 -4.6239432529546321e-05 -0.00019775908624848984 0.00011877001688117162 -4.5843744483136111e-05 -0.00011343711424463738 9.9746624764520666e-05 6.8335111500346095e-05 -2.4071512283299953e-06 3.5673252768603685e-05 0.00017559840357751541 -8.3800425445109512e-05 0.00010169819354063214 3.8486425999053616e-05 -7.2984257807278216e-05
leaf_weight=176 21 39 25 21 20 22 21 26 37 20 32 21 21 26 22 25 25 21 25 20 21 20 20 2204 61 21 38 23 20 27
leaf_count=176 21 39 25 21 20 22 21 26 37 20 32 21 21 26 22 25 25 21 25 20 21 20 20 2204 61 21 38 23 20 27
internal_value=0 9.32941e-07 -1.21829e-05 -3.3699e-06 -5.76469e-08 1.41597e-05 3.3661e-05 -1.36583e-05 1.02114e-05 -4.65746e-05 -9.22324e-07 -4.59695e-05 -2.31106e-07 2.76938e-07 3.55488e-05 -4.46994e-05 -8.0645e-07 -3.60503e-07 -1.03492e-06 1.36235e-05 2.24405e-06 -2.69169e-06 -6.7957e-05 -1.4885e-06 1.38122e-05 6.75778e-05 7.68428e-07 2.52999e-05 9.02983e-06 -2.55499e-05
internal_weight=0 2899 222 197 2878 165 97 68 76 42 2713 41 2672 2651 79 47 2572 2547 2521 256 231 2265 41 2224 210 41 169 131 108 47
internal_count=3121 2899 222 197 2878 165 97 68 76 42 2713 41 2672 2651 79 47 2572 2547 2521 256 231 2265 41 2224 210 41 169 131 108 47
is_linear=0
shrinkage=0.1


Tree=3762
num_leaves=31
num_cat=0
split_feature=132 1186 132 15 97 34 10 9 10 96 2 15 46 472 50 133 42 13 42 147 49 447 153 157 11 12 156 48 448 41
split_gain=3.89647e-06 0.000102228 4.40699e-05 1.15445e-05 3.87303e-06 7.09054e-06 3.4846e-05 1.886e-05 2.68705e-05 1.06331e-05 8.6638e-06 6.25728e-05 3.91244e-06 1.05724e-05 3.75287e-06 4.62633e-06 4.11184e-06 8.65354e-06 5.11089e-06 3.71691e-06 2.07985e-05 9.24358e-06 3.86413e-06 5.73908e-06 3.80546e-06 2.77599e-05 1.90406e-05 6.34863e-06 5.26554e-06 4.73616e-06
threshold=-0.083284999999999984 0.0044650000000000011 -0.076764999999999986 0.092400000000000024 -0.086464999999999986 -0.057544999999999992 0.0036750000000000007 0.091905000000000014 0.094860000000000014 0.083725000000000008 -1.0000000180025095e-35 -0.10203999999999998 0.10253500000000002 0.094800000000000009 0.09227500000000001 -0.45516499999999999 -0.021469999999999996 0.0036400000000000004 -0.0093649999999999983 0.095485000000000014 -0.043469999999999995 0.09227500000000001 1.0000000180025095e-35 0.63334000000000013 0.088215000000000002 0.10149500000000002 0.12734000000000004 -0.089814999999999992 -0.083689999999999987 0.08690500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 14 -4 6 9 10 -9 -6 11 -7 13 19 15 -1 17 -17 -18 21 -21 22 23 24 26 -26 27 -12 -29 -30
right_child=2 -3 4 -5 5 7 -8 8 -10 -11 12 -13 -14 -15 -16 16 18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=4.6424946681920282e-05 -0.00014530984037611192 0.00021731106614672832 -3.9922520762540148e-05 -7.3465979061438708e-05 -6.6225524576359683e-05 0.0001783477291246527 0.00013387028968439983 -0.00015099879638000858 5.9447956118674487e-06 2.1132418019856472e-05 4.0044639843892162e-05 -5.1572411481676437e-05 -3.803326832928212e-05 7.2658052704355211e-05 -3.7421678666760275e-05 1.3097843254923425e-05 4.9392068355630798e-05 -6.3238908680634474e-05 -7.8461028188496875e-06 -2.1085621015767435e-05 0.00010674888282665053 -6.6946926485148399e-05 -3.7274902336191317e-05 4.9803992513498889e-05 8.4889246378831257e-05 -3.765177186658931e-05 -7.3242452910764978e-05 -4.8247709586892439e-05 -7.6741821547376677e-07 3.3522635463646671e-05
leaf_weight=23 21 22 24 25 22 20 23 20 24 38 39 29 27 20 24 33 26 27 39 35 20 21 28 23 36 38 36 23 2294 41
leaf_count=23 21 22 24 25 22 20 23 20 24 38 39 29 27 20 24 33 26 27 39 35 20 21 28 23 36 38 36 23 2294 41
internal_value=0 1.28622e-05 -9.70649e-07 -9.96965e-06 8.14595e-08 4.1751e-07 2.92179e-05 -4.44218e-07 -6.53932e-05 -1.08988e-05 6.02578e-07 4.22725e-05 -1.59014e-07 2.26293e-07 -7.40538e-07 5.20776e-06 -2.37621e-06 -2.12537e-05 1.50492e-05 -3.23682e-07 2.53997e-05 -8.7226e-07 -3.29818e-07 7.90606e-08 -3.77131e-07 2.19628e-05 -1.0566e-06 2.75404e-08 -6.3432e-07 -1.65323e-07
internal_weight=0 219 2902 197 2881 2857 83 2774 44 60 2730 49 2681 2654 172 148 125 60 65 2634 55 2579 2558 2530 2507 74 2433 2397 2358 2335
internal_count=3121 219 2902 197 2881 2857 83 2774 44 60 2730 49 2681 2654 172 148 125 60 65 2634 55 2579 2558 2530 2507 74 2433 2397 2358 2335
is_linear=0
shrinkage=0.1


Tree=3763
num_leaves=31
num_cat=0
split_feature=10 0 9 15 9 132 1185 1203 158 46 45 2 2 1446 0 129 4 4 0 0 1 1208 42 1453 47 3 15 15 482 131
split_gain=3.75424e-06 3.88782e-05 1.12509e-05 1.11524e-05 3.7512e-06 3.69503e-06 3.25263e-05 1.32374e-05 3.68877e-06 5.16069e-06 5.28398e-06 5.50841e-06 3.56623e-05 3.029e-05 3.83011e-05 1.73339e-05 3.01322e-05 4.21816e-05 3.42471e-05 2.72686e-05 2.97379e-05 2.22253e-05 2.04757e-05 1.45706e-05 1.38839e-05 5.97514e-05 2.89036e-05 1.46911e-05 1.38864e-05 1.64857e-05
threshold=0.053330000000000009 -0.079829999999999998 0.08925000000000001 -0.091184999999999988 0.037245000000000007 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.47382999999999992 0.10123000000000001 1.0000000180025095e-35 0.083715000000000026 0.083865000000000009 0.083830000000000002 -0.086409999999999987 0.085395000000000013 -0.083644999999999983 -0.081224999999999978 -0.080119999999999983 -0.11991499999999998 0.084165000000000004 0.092250000000000013 -0.015274999999999999 -1.0000000180025095e-35 0.092165000000000011 -1.0000000180025095e-35 -0.10091499999999999 -0.079929999999999987 0.11117500000000001 0.08956500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 7 -7 -1 -8 10 11 13 -13 15 -15 16 18 -18 22 -19 -21 23 -10 -22 25 28 -26 -28 29 -25
right_child=1 3 -4 -5 -6 6 8 -9 9 -11 -12 12 -14 14 -16 -17 17 19 -20 20 21 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-3.0745236231816396e-06 -0.000130360940349182 -1.5462240518335705e-05 5.8616789840126526e-05 7.7782255333580039e-05 -4.325603396864608e-05 0.00012516319374775603 -3.8001586275640873e-05 -7.7879733146767624e-05 -0.00018860045274777805 4.2546259195158455e-05 -4.56248301488813e-05 -0.0001349028202730551 -7.0175652566567149e-07 0.00019051210867473858 1.1857164111764482e-05 7.0684533940428603e-05 0.00013242838394944556 9.8877692990181795e-05 8.0298877189003796e-06 -0.00012379658102872784 8.9711269429244562e-05 -9.9043169549466772e-05 -5.7974755212247452e-05 1.2244535070975256e-05 -0.00011370408931192099 0.0001803548042607872 7.7333009121502991e-05 -2.3252716857554471e-05 8.027338160673026e-05 -4.6031508223778579e-05
leaf_weight=191 23 29 33 23 20 21 25 27 20 29 25 20 1995 20 30 35 26 27 48 20 20 21 30 149 29 20 20 53 20 72
leaf_count=191 23 29 33 23 20 21 25 27 20 29 25 20 1995 20 30 35 26 27 48 20 20 21 30 149 29 20 20 53 20 72
internal_value=0 -2.21029e-05 5.4422e-07 2.57805e-05 -9.18221e-08 1.96612e-07 1.18142e-06 -1.23394e-05 2.36028e-07 5.86317e-07 1.35637e-07 5.63304e-07 -2.03378e-06 8.49227e-06 8.33191e-05 2.35892e-06 -1.80003e-06 8.5761e-06 -5.23043e-05 1.43606e-06 -4.76895e-06 1.12351e-06 -0.000110225 6.61568e-06 2.03741e-06 1.42633e-05 -2.92466e-05 4.30502e-06 4.79812e-07 -6.74133e-06
internal_weight=0 75 3046 52 3013 2993 2775 218 2754 2729 2700 2675 2015 660 50 610 575 477 98 451 424 404 50 383 363 261 102 73 241 221
internal_count=3121 75 3046 52 3013 2993 2775 218 2754 2729 2700 2675 2015 660 50 610 575 477 98 451 424 404 50 383 363 261 102 73 241 221
is_linear=0
shrinkage=0.1


Tree=3764
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 132 1186 129 47 47 47 1 4 47 9 33 0 47 484 148 447 447 1348 1375 1 1374 457 51 52 4 1
split_gain=3.84094e-06 9.91286e-05 4.89963e-05 2.05449e-05 4.50957e-06 4.28279e-06 7.94532e-06 4.17233e-06 2.46073e-05 3.76908e-05 3.26729e-05 4.82493e-05 9.72578e-06 9.27961e-06 3.54583e-05 1.49173e-05 8.29244e-06 1.12752e-05 6.40417e-06 1.38844e-05 7.46598e-06 7.15813e-06 6.7483e-06 1.76492e-05 9.06432e-06 7.88252e-06 7.68634e-06 1.72906e-05 4.56235e-05 3.30031e-05
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 -0.050879999999999988 -0.089559999999999987 -0.082304999999999975 0.10397500000000001 0.094460000000000002 0.091680000000000011 0.099660000000000012 0.00063500000000000004 0.087885000000000019 0.092235000000000011 -0.012019999999999998 1.0000000180025095e-35 0.10843500000000002 -1.0000000180025095e-35 -0.10069499999999999 0.094580000000000011 0.089635000000000006 0.085630000000000012 -0.22285999999999997 0.087325000000000014 -0.096434999999999979 0.09228500000000002 0.082455000000000014 -0.083374999999999991 -0.0096849999999999974 0.10337500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 -7 8 9 12 11 -10 13 14 -8 -15 17 -9 -16 20 21 22 23 -20 -24 26 -26 28 29 -28
right_child=2 -3 4 -5 5 6 7 16 10 -11 -12 -13 -14 15 18 -17 -18 -19 19 -21 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=2.1816695112017682e-06 -0.0001496318585519806 0.00022499155067635002 4.1630241321399813e-05 -0.0001046836057685141 -3.8439457732457761e-05 5.7479220898433907e-05 0.00013336431533389262 -1.2010527175984213e-06 -2.0318727922585823e-05 0.0001336615124121939 5.0927735865116124e-05 -0.00021269693675817923 -4.978445381766505e-05 -9.8922402952439373e-05 4.4811339595922152e-05 1.6485620879047064e-05 3.155575639097561e-06 0.00010014696476307859 -2.2366610342446209e-05 -7.6610291095372918e-05 5.0263375782504164e-05 -6.0359398216860429e-05 -6.4889659353701231e-05 0.00010742921811470297 -3.5461769345895375e-06 4.9688242119549205e-05 7.9472009442075188e-05 7.9393615769438311e-07 0.00018477007331966889 -8.219426862247613e-05
leaf_weight=179 22 20 26 20 29 24 20 21 32 21 20 22 40 24 31 21 173 23 22 24 29 20 22 20 1866 31 28 248 20 23
leaf_count=179 22 20 26 20 29 24 20 21 32 21 20 22 40 24 31 21 173 23 22 24 29 20 22 20 1866 31 28 248 20 23
internal_value=0 1.27702e-05 -9.6371e-07 -8.55856e-06 1.7195e-07 -2.05736e-07 1.86752e-07 -3.04151e-07 -1.4226e-06 2.52979e-07 -5.82564e-05 -9.8695e-05 -8.72606e-07 -7.37188e-08 7.6847e-07 -4.50653e-05 1.30142e-05 5.17763e-05 -3.43911e-07 -9.38817e-07 -1.59033e-07 -7.94794e-07 -2.72298e-07 3.94409e-05 -1.01759e-06 -3.83477e-07 -1.09388e-06 1.32509e-05 5.67627e-05 6.56369e-06
internal_weight=0 219 2902 199 2880 2854 2825 2801 2584 2510 74 54 2489 2449 2404 45 217 44 2384 2353 2329 2300 2280 42 2238 2216 2185 319 71 51
internal_count=3121 219 2902 199 2880 2854 2825 2801 2584 2510 74 54 2489 2449 2404 45 217 44 2384 2353 2329 2300 2280 42 2238 2216 2185 319 71 51
is_linear=0
shrinkage=0.1


Tree=3765
num_leaves=31
num_cat=0
split_feature=34 34 97 33 15 1186 1186 132 129 394 2 1429 156 11 12 11 2 475 475 393 13 10 13 13 15 12 45 0 1 0
split_gain=3.94595e-06 5.55446e-06 2.06836e-05 1.54638e-05 8.02361e-06 4.02786e-06 2.38679e-05 1.55087e-05 7.2186e-06 8.50122e-06 5.21491e-06 4.52359e-06 1.54497e-05 6.32542e-06 1.76207e-05 1.13709e-05 5.34486e-06 5.09682e-06 5.10577e-06 4.50125e-06 4.46547e-06 2.57381e-05 2.25679e-05 1.37001e-05 1.27186e-05 1.06358e-05 6.3427e-06 6.16517e-06 6.62394e-06 7.592e-06
threshold=-0.112215 -0.057544999999999992 -0.079444999999999988 -1.0000000180025095e-35 -0.14809499999999998 0.062435000000000011 1.0000000180025095e-35 -0.069704999999999989 -0.077709999999999987 -0.096774999999999986 0.09142500000000002 -0.23752499999999996 0.32523500000000005 0.092630000000000018 0.10227500000000002 0.086595000000000019 0.097070000000000004 0.10142500000000002 0.051590000000000004 0.10585500000000002 0.24813000000000004 -0.38124499999999995 0.19762500000000002 0.10935500000000002 -0.077219999999999983 0.099400000000000002 0.094030000000000016 0.16094000000000003 0.15170500000000001 0.11070500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 8 -7 -5 -10 -9 -11 13 15 -15 17 -16 18 19 20 21 -13 23 26 -22 -25 27 28 29 -23
right_child=1 3 -4 5 -6 7 -8 10 9 11 -12 12 -14 14 16 -17 -18 -19 -20 -21 24 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-3.5499889625703698e-05 -5.8957897399523065e-05 -8.795155150437495e-05 0.00010150494251865894 -5.6881967124023836e-05 2.281215159503821e-05 -9.82313254280598e-05 0.00010980180610204116 -2.3790291570549017e-05 5.1872846131573173e-05 -4.620009919259853e-05 2.9065196701724614e-05 8.1532656354523322e-05 8.7962718062044594e-05 -9.5469907375025706e-05 -3.0859485526558605e-05 5.4161231207380741e-05 3.5006750814708152e-05 -4.9299225134919174e-05 3.6552429140245195e-05 3.5778913918286835e-05 -9.0897423156309831e-05 -1.8451744746971021e-06 -9.4072204368645694e-05 1.2754402691702914e-05 1.5705297711047381e-06 9.8230422706061912e-05 -4.8924159558997167e-05 -5.4987597520396647e-05 5.2838855497058195e-05 4.2653426927968102e-05
leaf_weight=31 20 20 25 22 30 20 20 40 32 21 35 38 20 26 22 39 28 21 38 34 21 2269 26 37 51 24 28 21 23 39
leaf_count=31 20 20 25 22 30 20 20 40 32 21 35 38 20 26 22 39 28 21 38 34 21 2269 26 37 51 24 28 21 23 39
internal_value=0 3.56155e-07 2.72377e-05 -3.12541e-07 -9.89587e-06 2.72695e-07 9.3644e-07 -1.9989e-05 1.80431e-07 6.19679e-07 8.75603e-07 3.93181e-08 3.85496e-07 -2.43425e-07 -2.86965e-05 5.54817e-07 6.02561e-06 -2.28199e-07 1.60813e-07 -3.68824e-07 -8.45744e-07 -1.40013e-07 -1.39804e-06 -4.10937e-07 -2.53993e-05 4.63843e-05 -1.61031e-06 -1.04705e-06 -5.611e-07 -1.09325e-06
internal_weight=0 3090 75 3015 50 2995 2900 95 2880 2858 75 2826 2805 2785 76 2709 50 2670 2649 2611 2577 2505 2467 2441 72 61 2380 2352 2331 2308
internal_count=3121 3090 75 3015 50 2995 2900 95 2880 2858 75 2826 2805 2785 76 2709 50 2670 2649 2611 2577 2505 2467 2441 72 61 2380 2352 2331 2308
is_linear=0
shrinkage=0.1


Tree=3766
num_leaves=31
num_cat=0
split_feature=394 132 1203 132 50 391 403 132 13 13 16 1183 130 448 0 44 46 48 12 12 48 9 9 148 41 12 34 33 9 43
split_gain=4.20795e-06 4.42473e-06 0.000105164 4.55158e-05 3.04131e-05 4.6847e-06 4.60263e-06 6.17635e-06 9.18582e-06 7.47323e-06 9.78468e-06 4.05009e-06 3.85938e-06 3.56811e-06 9.48618e-06 6.21358e-06 5.63146e-06 4.93349e-06 9.01631e-06 1.10328e-05 8.69371e-06 1.19724e-05 1.77948e-05 6.49768e-06 5.04835e-06 1.4321e-05 5.17433e-06 6.68623e-06 5.6044e-06 2.10948e-05
threshold=-0.14580499999999996 -0.083284999999999984 0.089480000000000018 -0.069704999999999989 0.10022000000000002 -0.086514999999999981 -0.08989999999999998 -0.41127499999999995 0.056795000000000005 -0.0021749999999999994 -0.080344999999999986 -0.082074999999999995 0.053680000000000012 0.068920000000000023 -0.26609999999999995 0.094585000000000016 1.0000000180025095e-35 -0.07175999999999999 0.084405000000000022 0.09474500000000001 -0.032929999999999994 0.092890000000000014 0.088235000000000022 -0.079549999999999996 0.086565000000000017 0.087075000000000014 -0.08786999999999999 1.0000000180025095e-35 -0.036024999999999995 -0.083434999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 4 -3 6 -5 -2 8 -8 10 -9 -7 -1 14 -13 16 17 18 23 -20 -19 22 24 -16 26 -26 -22 28 29 -28
right_child=1 3 -4 5 -6 11 7 9 -10 -11 -12 13 -14 -15 15 -17 -18 20 19 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-6.1625352516005353e-05 4.5131296383260638e-05 -0.00015089788215846058 0.00022667413882334673 4.5436610866011546e-05 -0.00012592577999384958 4.3874669201960346e-05 -1.5747968046482476e-05 -2.8372068128396213e-05 7.8946866251499174e-05 -6.7117183657087898e-05 4.4914364379706215e-05 6.5502023889249286e-05 -3.4742324060061949e-06 -4.2292669859307354e-05 1.2527660611441307e-05 4.4838671068040038e-05 -5.2506105428273305e-05 -5.4935266452957878e-05 -6.3480171703976458e-05 3.6772623903267408e-05 4.4631047164026923e-05 5.4924002018938867e-05 -9.3296427041336547e-05 7.3486606424921774e-05 7.0935707439650085e-05 -2.5639274995877974e-05 3.2363564704693009e-05 -5.5691370431779197e-05 -8.5612663379080827e-07 -0.00010611788060156289
leaf_weight=21 24 20 21 23 20 21 21 49 20 22 29 22 25 20 36 30 21 30 23 21 24 38 21 34 34 28 22 23 2356 22
leaf_count=21 24 20 21 23 20 21 21 49 20 22 29 22 25 20 36 30 21 30 23 21 24 38 21 34 34 28 22 23 2356 22
internal_value=0 4.49101e-07 1.46055e-05 -5.67356e-07 -9.46717e-06 4.87965e-07 4.64902e-06 -2.24158e-06 3.04446e-05 -1.56429e-05 -1.12455e-06 1.22141e-07 -3.00215e-05 -2.05418e-07 9.68243e-08 -4.23955e-07 -9.20801e-07 -5.21357e-07 1.98397e-05 -1.56322e-05 -1.4148e-06 -7.89558e-07 -1.62636e-06 4.21363e-05 -8.59096e-07 2.73212e-05 -1.5731e-06 -2.03076e-06 -1.51651e-06 -3.68772e-05
internal_weight=0 3075 206 2869 185 2849 165 141 41 100 78 2826 46 2805 2785 2763 2733 2712 114 44 2598 2568 2530 70 2509 62 2447 2423 2400 44
internal_count=3121 3075 206 2869 185 2849 165 141 41 100 78 2826 46 2805 2785 2763 2733 2712 114 44 2598 2568 2530 70 2509 62 2447 2423 2400 44
is_linear=0
shrinkage=0.1


Tree=3767
num_leaves=31
num_cat=0
split_feature=132 1185 1203 34 34 10 9 16 2 15 124 46 158 484 150 475 151 484 159 483 52 133 0 13 158 148 148 482 15 151
split_gain=4.00553e-06 3.31366e-05 1.45914e-05 3.62819e-06 4.93825e-06 1.99274e-05 1.3748e-05 2.00249e-05 8.80529e-06 5.13555e-05 5.46881e-06 3.87471e-06 9.74857e-06 5.21772e-06 2.60907e-05 1.91144e-05 1.60045e-05 1.44128e-05 2.81009e-05 1.89698e-05 3.52029e-05 3.0016e-05 2.91657e-05 1.54468e-05 8.95317e-06 8.19394e-06 7.63206e-06 6.96176e-06 1.85479e-05 7.34647e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.112215 -0.057544999999999992 -0.0079749999999999977 0.091905000000000014 -0.40995499999999996 -1.0000000180025095e-35 -0.10203999999999998 -0.086844999999999992 0.10253500000000002 -0.47356499999999996 0.086135000000000017 0.10874500000000002 -0.084394999999999984 -0.52488999999999986 0.090535000000000018 0.11084000000000001 0.096720000000000014 0.0031350000000000002 0.090445000000000011 -0.08095999999999999 -0.082199999999999981 -0.46413499999999996 -0.10069499999999999 -0.084449999999999983 0.080200000000000007 -0.010414999999999999 -0.088279999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 10 8 -8 9 -6 -5 12 -10 16 15 -15 -14 -17 19 21 -21 22 23 -19 -18 -26 -27 29 -29 -28
right_child=1 3 -4 4 6 -7 7 -9 11 -11 -12 -13 13 14 -16 17 24 18 -20 20 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-3.4061036962950128e-06 0.00012615143024872634 -3.3948021672908762e-05 -8.1844049741953826e-05 3.2211124822164757e-05 0.00016637015614833219 0.00010577418056941083 7.3406445759853044e-06 -0.00012637307677539953 6.1207291638801012e-05 -4.0502302605697579e-05 -3.3463802992628189e-05 -3.7799282236611125e-05 -8.4835348420513236e-05 -8.0120347905904063e-05 0.00010810120489063243 6.7265734273510484e-05 -5.9362090262136637e-05 -3.7892889550050769e-05 -9.3791748164491132e-05 -9.9323508248534605e-06 0.00016194218958182982 9.8889729304660467e-05 -0.00012245961276606139 7.095757781908932e-05 5.0714759685609852e-05 -5.8359028353942961e-05 2.3394573186611266e-05 -6.6805314957121119e-06 9.2468949402120488e-05 -2.9036637395911325e-06
leaf_weight=195 21 31 27 21 20 22 24 21 26 30 32 27 23 25 26 39 26 32 27 26 22 21 26 22 31 23 112 54 29 2060
leaf_count=195 21 31 27 21 20 22 24 21 26 30 32 27 23 25 26 39 26 32 27 26 22 21 26 22 31 23 112 54 29 2060
internal_value=0 9.91374e-07 -1.29459e-05 7.8114e-08 4.48613e-07 2.57683e-05 -2.36444e-07 -5.50591e-05 6.6822e-07 4.22467e-05 -7.44166e-06 -1.08367e-07 2.75654e-07 -3.2809e-07 1.29486e-05 2.64039e-06 -1.8258e-06 1.22637e-05 7.57868e-08 1.70853e-05 6.88435e-05 -7.51259e-06 -3.54432e-05 6.4536e-06 -1.00815e-06 -3.51063e-07 -1.04599e-06 -4.61421e-07 2.79621e-05 -1.54759e-06
internal_weight=0 2899 222 2878 2847 75 2772 45 2727 50 53 2677 2650 2624 266 240 2358 215 176 149 48 101 80 54 2335 2309 2278 2255 83 2172
internal_count=3121 2899 222 2878 2847 75 2772 45 2727 50 53 2677 2650 2624 266 240 2358 215 176 149 48 101 80 54 2335 2309 2278 2255 83 2172
is_linear=0
shrinkage=0.1


Tree=3768
num_leaves=31
num_cat=0
split_feature=1204 1185 1186 394 394 391 129 97 9 34 34 33 1 120 1 147 147 39 1426 39 47 1426 131 1 48 457 1373 52 157 150
split_gain=4.15463e-06 5.59698e-06 7.96972e-06 4.28596e-06 4.45445e-06 6.5067e-06 5.56867e-06 3.82927e-06 4.35343e-06 6.77093e-06 1.50003e-05 1.14718e-05 6.49085e-06 1.29967e-05 1.70965e-05 4.92627e-06 9.29426e-06 7.93574e-06 6.35333e-06 5.90677e-06 6.09512e-06 7.35214e-06 7.10575e-06 1.45372e-05 6.45934e-06 1.54485e-05 6.76778e-06 2.55137e-05 9.44385e-06 5.05565e-05
threshold=0.053645000000000005 -0.10973499999999999 -0.092084999999999986 -0.13579999999999995 -0.09139499999999999 -0.083929999999999991 -0.047864999999999991 -0.086464999999999986 -0.090659999999999977 -0.085739999999999983 -0.057544999999999992 -1.0000000180025095e-35 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 0.099730000000000027 0.093875000000000014 0.11536 -0.094284999999999994 0.10713500000000002 0.11596500000000001 -0.052649999999999995 0.096455000000000013 0.11669000000000002 0.12649500000000002 0.41022000000000008 0.081220000000000014 -0.023194999999999997 -0.087184999999999985 0.085310000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 13 14 15 16 17 18 -13 20 21 -20 23 -22 25 26 28 -28 29 -23
right_child=-2 2 3 4 5 6 7 8 9 10 11 12 -14 -15 -16 -17 -18 -19 19 -21 22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.3088789318280764e-05 3.7034636849663606e-05 5.2158940424901788e-05 -2.9549657585448589e-05 3.8973438470214924e-05 -5.7255260762758561e-05 5.2563590520549043e-05 -4.0163176436180947e-05 4.1495311204926116e-05 -4.0272366883679453e-05 7.0511330886802173e-05 -7.6042559521738445e-05 5.2660072991705454e-05 5.4067278117806633e-05 -5.9334962114351931e-05 8.8130863650803812e-05 3.5856460571930919e-05 -6.1570960446260875e-05 -4.6939242969933228e-05 -5.0006340018194537e-05 4.7291588501908479e-05 -3.291445260732541e-06 7.3864502279948873e-07 -3.0290630747913382e-05 8.0562000720163233e-05 -5.1562977547291668e-05 8.492495498796329e-05 3.0576581571040153e-05 -9.4740724592907801e-05 -2.0783415690808391e-06 0.00016388704096408964
leaf_weight=20 30 29 50 29 20 20 24 25 42 30 20 23 22 37 22 37 25 36 31 26 44 139 20 39 25 21 32 33 2148 22
leaf_count=20 30 29 50 29 20 20 24 25 42 30 20 23 22 37 22 37 25 36 31 26 44 139 20 39 25 21 32 33 2148 22
internal_value=0 -3.59449e-07 -1.60469e-08 -5.13442e-07 -2.82108e-08 -4.09935e-07 -2.36259e-08 -3.83443e-07 -5.41175e-08 -4.15543e-07 1.75554e-07 -5.77505e-07 -3.49816e-08 -4.66231e-07 3.33674e-07 -3.81445e-07 -8.8475e-07 -3.09852e-07 3.35042e-07 -1.31422e-07 -6.14193e-07 -1.61564e-06 2.32163e-05 3.61096e-05 -9.95758e-07 -4.67917e-07 -1.22329e-06 -3.30461e-05 -3.27454e-07 2.30322e-05
internal_weight=0 3091 3071 3042 2992 2963 2943 2923 2899 2874 2832 2802 2782 2760 2723 2701 2664 2639 2603 2580 2554 2451 103 83 2420 2395 2374 65 2309 161
internal_count=3121 3091 3071 3042 2992 2963 2943 2923 2899 2874 2832 2802 2782 2760 2723 2701 2664 2639 2603 2580 2554 2451 103 83 2420 2395 2374 65 2309 161
is_linear=0
shrinkage=0.1


Tree=3769
num_leaves=31
num_cat=0
split_feature=96 39 39 1 12 43 15 142 11 33 2 1 1 97 8 147 150 42 448 150 153 12 150 12 150 16 150 150 0 44
split_gain=4.38156e-06 3.88943e-06 6.52251e-06 6.60445e-06 8.59335e-06 2.98592e-05 3.14388e-05 1.54838e-05 1.36736e-05 1.03843e-05 9.79579e-06 7.8561e-05 3.14495e-05 9.24923e-06 1.08182e-05 8.03401e-06 7.77606e-06 2.55726e-05 1.16827e-05 6.83607e-06 6.79075e-06 5.92896e-06 4.86653e-06 7.72722e-05 7.46603e-06 2.30737e-05 1.52755e-05 7.41727e-06 6.98195e-06 6.15588e-06
threshold=0.090365000000000015 -0.083889999999999978 -0.020804999999999994 0.16540500000000002 0.12757000000000002 -0.23714499999999997 -0.059484999999999989 -0.057499999999999989 -1.0000000180025095e-35 -0.012019999999999998 -0.0050599999999999994 0.094090000000000021 0.104035 -0.079444999999999988 0.08573500000000002 0.099730000000000027 0.12640500000000002 0.088670000000000013 1.0000000180025095e-35 0.116995 1.0000000180025095e-35 0.12069000000000002 0.10801000000000001 0.083715000000000026 0.099590000000000026 -0.008904999999999998 0.094365000000000018 0.089155000000000012 -0.24955499999999997 0.084760000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 -7 -4 -9 -10 11 -11 -13 -14 -15 16 18 -18 19 20 21 22 24 -24 26 -26 27 28 -12 -30
right_child=-2 2 3 -5 5 6 -8 8 9 10 15 12 13 14 -16 -17 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=4.3198510926837726e-05 -4.5523819443631166e-05 -4.2299914235223295e-05 8.8661224363022488e-05 5.3899952320574335e-05 6.5592567923224783e-05 -0.00016845413752196778 -1.2834155800459593e-05 -7.8166905156897633e-05 -6.7473910266099593e-05 0.00020043858358721164 4.9970236224388443e-05 -0.00011688521269769851 -2.6685640152988655e-05 0.00010258863090712112 1.039306428927895e-05 5.6674128456506886e-05 -0.00012002762023257675 2.40453021043712e-05 6.849588867044077e-05 -5.1209745680143199e-05 -5.1549875759519642e-05 5.3738037907654269e-05 0.0001812517852158635 -7.8084668321362532e-05 -0.00010304420659220061 3.6105093551503323e-05 7.6798278006698153e-05 -5.2380257882220945e-05 -7.7362446740355786e-07 4.9108390288893141e-05
leaf_weight=21 21 36 20 23 22 21 34 22 22 22 28 21 28 20 35 25 22 28 25 26 25 21 20 27 26 22 26 27 2380 25
leaf_count=21 21 36 20 23 22 21 34 22 22 22 28 21 28 20 35 25 22 28 25 26 25 21 20 27 26 22 26 27 2380 25
internal_value=0 3.08383e-07 1.58554e-08 5.16469e-07 1.09906e-07 -3.28683e-05 -7.22527e-05 9.72742e-07 3.72752e-07 9.68365e-07 1.49137e-06 2.87571e-05 -7.56017e-06 2.01004e-05 4.39187e-05 2.43465e-07 -2.73678e-07 -3.93468e-05 4.55843e-07 -1.85319e-07 3.19681e-07 8.18044e-07 3.87466e-07 3.22713e-05 -2.03906e-07 -3.92674e-05 5.50337e-07 -2.55535e-07 3.22914e-07 -2.551e-07
internal_weight=0 3100 3079 3043 3020 77 55 2943 2923 2901 2879 126 104 83 55 2753 2728 50 2678 2653 2627 2602 2581 47 2534 48 2486 2460 2433 2405
internal_count=3121 3100 3079 3043 3020 77 55 2943 2923 2901 2879 126 104 83 55 2753 2728 50 2678 2653 2627 2602 2581 47 2534 48 2486 2460 2433 2405
is_linear=0
shrinkage=0.1


Tree=3770
num_leaves=31
num_cat=0
split_feature=421 9 10 2 2 2 149 2 401 401 133 1209 1210 0 52 1209 1209 43 132 1211 43 43 3 393 1447 133 402 1447 52 52
split_gain=4.28427e-06 9.73027e-06 1.59653e-05 3.30263e-05 1.94897e-05 1.43484e-05 6.06588e-06 5.15165e-06 3.97724e-06 5.17569e-06 1.7378e-05 1.39048e-05 4.85812e-06 1.70128e-05 9.38213e-06 4.68848e-06 1.16529e-05 6.64555e-06 7.50292e-05 0.000145856 5.25117e-05 3.21009e-05 0.00010742 2.60864e-05 1.66057e-05 8.59767e-05 3.06198e-05 2.18075e-05 1.07398e-05 1.98775e-05
threshold=-1.0000000180025095e-35 0.092890000000000014 0.053330000000000009 -0.15339499999999998 -0.090999999999999984 -0.15339499999999998 0.10022500000000002 -0.033169999999999991 0.13837000000000002 0.11769000000000002 -0.047229999999999987 -0.093169999999999989 0.0028200000000000005 -0.069954999999999976 0.085310000000000011 -0.084519999999999984 -0.069599999999999981 -0.011694999999999999 -0.083284999999999984 0.083115000000000008 -0.010344999999999998 -0.014584999999999999 -0.087429999999999994 0.10856500000000001 -0.086279999999999982 0.086990000000000012 0.10874500000000002 -0.082804999999999976 0.0031350000000000002 0.084960000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -3 7 -6 9 11 -11 -9 15 14 -14 -13 -17 18 -18 21 -19 24 -23 28 25 -20 27 -26 -22 -30
right_child=1 5 3 -5 6 -7 -8 8 -10 10 -12 12 13 -15 -16 16 17 20 19 -21 23 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-4.6134674557833937e-05 8.2054778437756391e-05 -4.0464374069415494e-06 2.7064403825317556e-05 -0.0001502871587512172 -4.9277899407094262e-05 0.00010959138369798894 -5.1478359281368881e-05 -8.2932842997252013e-05 -4.2935503630100617e-05 -2.4071847553435482e-05 8.8368102054422115e-05 -3.9200000852967305e-05 4.285201262973715e-05 0.00010439763447720908 -5.0797596106902983e-05 7.3034925232853067e-05 0.0001431298012616217 -0.00014612421476228451 2.5677208958978347e-05 -0.00026739875494968145 3.2808626044050669e-06 -7.7692730527538202e-05 0.00021397203936430743 0.00011077732560806909 -7.3777037082559349e-05 -0.0002101496347181224 0.00010245731666087054 4.1129921800016749e-06 -6.1971293689566664e-05 -6.8421341737982738e-06
leaf_weight=20 29 25 21 21 21 20 23 20 21 28 27 30 20 20 23 22 38 26 52 20 713 23 28 20 37 22 31 1261 79 380
leaf_count=20 29 25 21 21 21 20 23 20 21 28 27 30 20 20 23 22 38 26 52 20 713 23 28 20 37 22 31 1261 79 380
internal_value=0 2.97544e-07 -3.82194e-07 -6.16114e-05 4.71033e-07 4.64593e-05 -3.21573e-07 7.56611e-08 4.28067e-07 7.39928e-07 3.11259e-05 1.56601e-07 7.4071e-07 2.82008e-05 -7.23964e-06 1.18861e-07 5.47482e-07 -3.66656e-08 4.39158e-06 8.14886e-07 -5.5338e-06 4.50421e-06 8.24369e-05 -2.46723e-06 1.6713e-06 -4.44335e-05 4.23846e-06 1.89271e-06 -4.39973e-06 -1.63306e-05
internal_weight=0 3101 3056 42 3014 45 2985 2962 2941 2920 55 2865 2845 63 43 2782 2752 2730 1512 1474 1218 1454 51 1192 1403 74 1329 1298 1172 459
internal_count=3121 3101 3056 42 3014 45 2985 2962 2941 2920 55 2865 2845 63 43 2782 2752 2730 1512 1474 1218 1454 51 1192 1403 74 1329 1298 1172 459
is_linear=0
shrinkage=0.1


Tree=3771
num_leaves=31
num_cat=0
split_feature=33 9 16 15 132 399 1203 41 12 393 12 1176 481 403 3 133 1447 1209 1209 1209 16 4 16 50 403 2 16 0 49 45
split_gain=4.38081e-06 5.72507e-06 1.68364e-05 4.52034e-06 4.4274e-06 2.67501e-05 2.15554e-05 5.46527e-06 1.39988e-05 5.20144e-06 1.30664e-05 5.99764e-06 4.39862e-06 2.39681e-05 2.07713e-05 2.27011e-05 6.31064e-05 4.77801e-06 6.42274e-06 1.03444e-05 6.0311e-06 2.76558e-05 1.33382e-05 2.96515e-05 3.61644e-05 4.89651e-05 2.13454e-05 1.73488e-05 1.51018e-05 1.03743e-05
threshold=-0.044254999999999996 0.088235000000000022 -0.059624999999999991 -0.41942499999999994 -0.083449999999999983 0.091580000000000009 0.089480000000000018 0.086565000000000017 0.08486500000000001 0.088255000000000014 0.090695000000000012 0.086510000000000017 -0.087424999999999989 -0.55327499999999985 -0.086224999999999982 0.086910000000000015 0.022105000000000003 -0.097919999999999993 -0.087199999999999986 -0.074484999999999982 -0.15241499999999997 -0.064804999999999988 -0.095094999999999985 0.092620000000000022 -1.0000000180025095e-35 0.086285000000000014 -0.092804999999999985 -0.23091999999999999 0.085805000000000006 0.094030000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 7 -2 9 -9 11 -11 12 14 -14 -6 16 -16 -15 -19 -20 21 -21 23 24 -22 -26 -24 -28 -27 -29
right_child=1 2 -4 -5 5 -7 -8 8 -10 10 -12 -13 13 17 15 -17 -18 18 19 20 22 -23 26 -25 25 28 27 29 -30 -31
leaf_value=4.4466152956539935e-05 -3.3324035647079123e-06 -2.3145999148255217e-05 -9.6201089082607416e-05 4.3282243495923467e-05 -9.9778538598911855e-05 8.5829177681729133e-05 -0.00011242131724429783 8.050248564766913e-05 -1.3448676051796481e-05 9.7238975947468812e-06 -8.8462322879501667e-05 5.4748270449636046e-05 0.00010005763851950178 -4.4756520098114082e-05 5.1763153335611737e-05 9.09829358781942e-05 -0.00017091057745346919 4.6067362397176725e-05 -5.6095325097968196e-05 -0.00012275864572161698 -4.5626306440681221e-05 -4.7716325660165086e-06 -8.1013684393838048e-05 -2.4400065922236538e-05 0.00019680228676939994 7.8002553449810628e-05 8.0935402642083964e-05 9.8118425536232425e-07 -2.7729491888418457e-05 -7.1442492262576714e-05
leaf_weight=22 192 21 24 20 25 37 20 29 35 33 23 20 24 24 35 22 20 30 33 21 25 368 32 66 29 35 27 1787 22 20
leaf_count=22 192 21 24 20 25 37 20 29 35 33 23 20 24 24 35 22 20 30 33 21 25 368 32 66 29 35 27 1787 22 20
internal_value=0 -3.15672e-07 -2.96807e-05 9.25802e-06 3.13441e-07 1.36046e-06 -1.36238e-05 2.38258e-07 2.91229e-05 -4.41132e-07 -3.06026e-05 1.92654e-07 -2.19864e-07 5.96854e-07 -2.05818e-05 5.13147e-06 -2.92091e-05 -3.50768e-07 7.63816e-08 -4.83346e-07 2.71257e-07 -1.11411e-05 2.44424e-06 2.86793e-05 6.02401e-05 9.10152e-05 -4.42956e-08 1.36847e-06 3.71937e-05 1.79594e-07
internal_weight=0 3099 65 41 3034 2822 212 2785 64 2721 56 2665 2645 2543 102 77 55 2519 2495 2465 2432 389 2043 177 111 86 1866 1834 57 1807
internal_count=3121 3099 65 41 3034 2822 212 2785 64 2721 56 2665 2645 2543 102 77 55 2519 2495 2465 2432 389 2043 177 111 86 1866 1834 57 1807
is_linear=0
shrinkage=0.1


Tree=3772
num_leaves=31
num_cat=0
split_feature=448 447 158 46 46 2 399 1456 2 1186 159 12 12 1456 52 52 15 42 2 1 1208 1 1 1 4 1 1 4 15 1
split_gain=4.14563e-06 9.05728e-06 3.94742e-06 5.38632e-06 5.15373e-06 4.90109e-06 3.32111e-05 3.24154e-05 2.9241e-05 2.49513e-05 1.46276e-05 2.24626e-05 2.50525e-05 1.74855e-05 2.06389e-05 2.59844e-05 2.29867e-05 1.85702e-05 1.59802e-05 4.97973e-05 1.57178e-05 2.85658e-05 0.000174775 7.06723e-05 3.42123e-05 1.82274e-05 2.52047e-05 1.60442e-05 1.96728e-05 1.51763e-05
threshold=0.068920000000000023 0.094005000000000019 -0.47382999999999992 0.10123000000000001 1.0000000180025095e-35 0.083715000000000026 0.091580000000000009 0.061930000000000006 0.083865000000000009 0.060550000000000007 0.0089800000000000019 0.091545000000000015 0.080890000000000017 -0.077944999999999987 0.4099850000000001 0.083680000000000018 0.083195000000000005 0.093175000000000022 0.080205000000000012 0.085110000000000005 0.10233500000000001 0.09202500000000001 0.093700000000000019 0.091095000000000023 -0.083644999999999983 0.094715000000000008 0.096860000000000016 -0.008819999999999998 0.085935000000000025 0.10727500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 9 -7 10 13 12 -12 -4 15 18 -17 -16 19 -15 21 23 -23 24 -21 -24 -27 28 -26 -28
right_child=-2 -3 3 -5 -6 8 -8 -9 -10 -11 11 -13 -14 14 17 16 -18 -19 -20 20 -22 22 25 -25 27 26 29 -29 -30 -31
leaf_value=-3.983318695100025e-05 -4.5382030948530882e-05 5.3219008532323644e-05 7.6520324076530727e-05 4.2957069697500825e-05 -4.8570249782642355e-05 -0.00011465735959696443 0.00012501832417278227 0.0001288872082659509 -1.2981339151298881e-06 -0.00010502683818975295 -1.1923304768620606e-05 4.6206266942417956e-05 -0.00012231426859644296 0.00016139414859935643 -9.9208634021445469e-05 9.868328548431497e-06 0.0001368958153009238 2.2228436710065582e-05 -8.4325964162417226e-05 -0.00012096192025954066 8.4792789407185328e-05 0.00026900488787214271 -9.8013663054665655e-05 -0.0001832903563303666 0.00010976316352753202 9.1899403762979033e-05 -5.464577398015536e-05 -4.9626717747852325e-05 6.2298365054840156e-06 6.3052433530330633e-06
leaf_weight=25 20 32 36 29 22 23 23 20 2137 22 52 29 34 20 34 28 29 20 20 23 21 25 21 27 24 26 60 33 78 128
leaf_count=25 20 32 36 29 22 23 23 20 2137 22 52 29 34 20 34 28 29 20 20 23 21 25 21 27 24 26 60 33 78 128
internal_value=0 2.92702e-07 -2.59152e-07 6.58644e-08 -3.46688e-07 7.77869e-09 6.52403e-06 3.15937e-06 -2.5052e-06 -2.36108e-08 2.98429e-06 -2.99019e-05 -5.55662e-05 8.77589e-06 4.82321e-06 1.04875e-05 7.44963e-05 -5.42319e-05 3.27699e-06 6.88204e-06 2.50624e-07 -3.73901e-06 1.76329e-05 -3.37751e-05 -8.22508e-06 -9.10884e-06 -3.84536e-07 1.09819e-05 3.05906e-05 -1.31472e-05
internal_weight=0 3101 3069 3044 3015 2993 833 810 2160 790 768 115 86 653 617 563 57 54 506 486 466 445 260 185 158 235 214 135 102 188
internal_count=3121 3101 3069 3044 3015 2993 833 810 2160 790 768 115 86 653 617 563 57 54 506 486 466 445 260 185 158 235 214 135 102 188
is_linear=0
shrinkage=0.1


Tree=3773
num_leaves=31
num_cat=0
split_feature=33 9 16 3 1208 1208 1208 1208 1213 15 1210 0 3 1210 133 1211 50 1 1186 1213 1213 1447 3 52 1447 160 13 1212 0 1213
split_gain=4.0647e-06 5.32129e-06 1.85195e-05 3.06099e-05 4.05367e-06 8.4366e-06 9.96349e-06 6.42357e-06 4.06883e-06 1.00088e-05 7.4254e-06 4.15836e-05 6.19622e-06 5.72086e-06 5.07466e-06 4.44633e-06 1.65581e-05 1.46547e-05 7.02797e-06 4.512e-06 8.04226e-06 1.04404e-05 3.81494e-05 5.16102e-05 3.44773e-05 2.74447e-05 1.07778e-05 6.83374e-06 1.74437e-05 2.2832e-05
threshold=-0.044254999999999996 0.088235000000000022 -0.056919999999999991 -0.0043399999999999992 0.12461500000000002 0.10837500000000001 0.098655000000000007 0.08400500000000001 -0.24064499999999997 0.088060000000000013 -0.094799999999999982 -0.083804999999999977 -0.082484999999999989 -0.085329999999999975 -0.088234999999999994 0.087635000000000005 0.096900000000000014 0.088135000000000005 -0.11456499999999999 -0.097649999999999987 -0.086394999999999986 -0.085709999999999995 -0.085784999999999986 -0.0087299999999999982 -0.08477999999999998 -0.090764999999999985 -0.084154999999999994 -0.063924999999999996 -0.086409999999999987 -0.063509999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 8 9 12 11 -10 -2 -12 -11 18 17 -17 -15 -20 -21 22 -22 -24 -23 26 -25 28 -26 -30
right_child=1 2 -4 -5 -6 -7 -8 -9 10 14 13 -13 -14 15 -16 16 -18 -19 19 20 21 24 23 25 27 -27 -28 -29 29 -31
leaf_value=4.2831854542865503e-05 -3.0053891568968537e-05 1.188240633026631e-05 4.6009748422710057e-05 -0.00015727308687928598 -4.4569290403160266e-05 6.0933411852760325e-05 -6.4036481611159016e-05 5.5766092329923554e-05 -6.3282667474595663e-05 -2.026745123262315e-05 -4.8311703343036548e-05 0.00013387617284973637 4.3383209352517345e-05 -5.9221369156148285e-05 -8.6695942951811722e-05 1.9431183557836575e-05 8.3939464578482642e-05 -7.2852518860599966e-05 3.3196553659963239e-05 -3.8425949894729089e-05 0.00011896726708287402 -0.00013158827798179118 -0.00013415947087196402 -5.7706383595359517e-05 0.00010227984116088761 0.00013767137672402897 4.6109795293887151e-05 -6.4309731714391232e-07 6.8969801248472542e-05 -7.6805790873053916e-05
leaf_weight=22 20 23 22 20 20 23 24 21 20 23 24 23 27 20 23 79 30 22 41 54 34 20 23 20 23 20 20 2337 21 22
leaf_count=22 20 23 22 20 20 23 24 21 20 23 24 23 27 20 23 79 30 22 41 54 34 20 23 20 23 20 20 2337 21 22
internal_value=0 -3.04066e-07 -2.86146e-05 -6.67946e-05 3.02456e-07 6.00211e-07 1.36265e-07 6.55357e-07 2.62511e-07 -2.03214e-05 9.3349e-07 4.21744e-05 1.21334e-05 3.02401e-07 -5.34817e-05 7.21187e-07 1.8706e-05 -6.70217e-07 -1.66201e-07 2.82035e-07 -2.38202e-07 5.73664e-07 2.97497e-05 -6.79725e-06 -8.35167e-07 4.20249e-05 -5.79829e-06 2.53082e-07 3.1986e-05 -5.61306e-06
internal_weight=0 3099 65 43 3034 3014 2991 2967 2946 93 2853 43 47 2810 46 2786 131 101 2655 2635 2594 2540 117 83 2423 60 40 2403 66 43
internal_count=3121 3099 65 43 3034 3014 2991 2967 2946 93 2853 43 47 2810 46 2786 131 101 2655 2635 2594 2540 117 83 2423 60 40 2403 66 43
is_linear=0
shrinkage=0.1


Tree=3774
num_leaves=31
num_cat=0
split_feature=421 9 10 2 2 8 149 2 457 457 457 147 147 448 52 484 49 1375 159 43 130 15 0 3 1366 454 45 157 1447 52
split_gain=3.72446e-06 9.09426e-06 1.31853e-05 2.67174e-05 1.65756e-05 1.08151e-05 5.26438e-06 4.45478e-06 4.32666e-06 9.24171e-06 1.29436e-05 7.82093e-06 6.27323e-06 6.1038e-06 4.02743e-06 4.54966e-06 5.35373e-05 2.30344e-05 1.45004e-05 2.67351e-05 1.31281e-05 3.32012e-05 7.86106e-06 1.41026e-05 7.36444e-06 6.99046e-06 6.43299e-06 6.16757e-06 5.62956e-06 6.07035e-05
threshold=-1.0000000180025095e-35 0.092890000000000014 0.053330000000000009 -0.15339499999999998 -0.090999999999999984 0.092550000000000007 0.10022500000000002 -0.033169999999999991 0.31508000000000008 0.11612500000000002 0.098180000000000003 0.092780000000000015 0.090115000000000015 -0.068129999999999982 -0.57825499999999985 0.091180000000000011 0.11042000000000002 -0.093609999999999985 0.11109000000000001 -0.090299999999999991 -0.23123999999999997 -0.49307999999999996 -0.080689999999999984 -0.082594999999999988 -0.079979999999999982 -0.081344999999999987 0.094030000000000016 -1.0000000180025095e-35 -0.086279999999999982 -0.0087299999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -3 7 -6 9 10 11 12 14 -13 -9 17 18 -16 19 -17 -19 -22 23 -21 25 -23 28 -25 29 -26
right_child=1 5 3 -5 6 -7 -8 8 -10 -11 -12 13 -14 -15 15 16 -18 20 -20 22 21 24 -24 27 26 -27 -28 -29 -30 -31
leaf_value=-4.3015075789298862e-05 7.5633469683013808e-05 9.5030785715524954e-05 2.3734390890153701e-05 -0.00013578106348480408 -4.5859492049549735e-05 -3.0414116696667171e-06 -4.7992647476190621e-05 3.7664295939913279e-05 -3.6799137934952256e-05 5.793222366321516e-05 -6.8710160552722373e-05 8.3390325817163098e-05 -5.5613561444261001e-05 9.2727166193071761e-06 -0.00010521259079853605 -0.00012411894557772031 0.00015154216869268567 8.0650082454667424e-05 7.0376341839371227e-05 7.2266393805572694e-05 -0.0001202875615648657 8.08301352001515e-05 -3.8401665743377466e-05 -5.7091679700533859e-05 -0.00015438114741118627 1.6867829149954821e-07 -4.4850981612398759e-05 1.1210712534356832e-05 1.1509332845616776e-06 3.5237217777578809e-05
leaf_weight=20 29 22 21 21 21 23 23 29 31 28 27 20 20 25 21 20 25 20 22 30 23 22 37 20 25 21 32 39 2352 52
leaf_count=20 29 22 21 21 21 23 23 29 31 28 27 20 20 25 21 20 25 20 22 30 23 22 37 20 25 21 32 39 2352 52
internal_value=0 2.77419e-07 -3.79728e-07 -5.60233e-05 3.95664e-07 4.4905e-05 -3.3529e-07 3.47708e-08 3.62476e-07 7.58355e-07 2.02884e-07 8.54601e-07 1.92264e-07 4.22139e-05 5.92306e-07 2.02922e-07 1.50102e-05 -9.0993e-07 -5.30705e-06 -1.67114e-05 -4.99555e-08 -6.88658e-07 3.37416e-07 1.64424e-05 4.09894e-07 4.14373e-05 -3.0696e-07 -1.19426e-05 2.79869e-07 -2.63272e-05
internal_weight=0 3101 3056 42 3014 45 2985 2962 2941 2910 2882 2855 2810 45 2790 2761 193 2568 168 146 2547 2527 126 89 2504 43 2461 59 2429 77
internal_count=3121 3101 3056 42 3014 45 2985 2962 2941 2910 2882 2855 2810 45 2790 2761 193 2568 168 146 2547 2527 126 89 2504 43 2461 59 2429 77
is_linear=0
shrinkage=0.1


Tree=3775
num_leaves=31
num_cat=0
split_feature=130 12 1 9 13 34 34 9 8 133 2 0 45 457 457 448 447 49 1348 16 52 132 403 399 132 16 3 402 0 457
split_gain=4.34728e-06 1.12546e-05 4.18562e-06 3.77853e-06 1.11037e-05 6.98982e-06 2.37446e-05 1.28168e-05 2.27918e-05 1.0863e-05 9.8152e-06 1.11668e-05 5.43983e-06 4.39627e-06 6.75646e-06 1.03641e-05 8.78302e-06 1.67824e-05 6.15513e-06 4.38911e-06 1.43465e-05 1.35202e-05 0.000120631 7.25725e-05 6.46235e-05 1.78825e-05 3.58272e-05 1.75463e-05 1.35728e-05 1.13441e-05
threshold=-0.23647499999999996 0.23631000000000002 0.16540500000000002 -0.08619499999999998 -0.085584999999999981 -0.084564999999999987 -0.057544999999999992 0.091600000000000015 0.091215000000000004 0.086910000000000015 -1.0000000180025095e-35 -0.066089999999999996 0.094030000000000016 0.31508000000000008 0.11612500000000002 0.030280000000000001 0.089635000000000006 -0.049039999999999993 0.085630000000000012 -0.084119999999999986 -0.083374999999999991 -0.083284999999999984 -0.074254999999999988 0.091580000000000009 -0.1075 -0.082179999999999989 -0.084144999999999984 0.15960500000000002 -0.23091999999999999 0.032140000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 9 -7 10 -9 -5 11 -8 13 14 15 16 18 -18 19 20 -12 22 -21 25 -24 26 -23 28 -27 -22
right_child=1 -3 -4 5 -6 6 7 8 -10 -11 12 -13 -14 -15 -16 -17 17 -19 -20 21 29 23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=-4.6472711328533482e-05 8.4233111260800802e-05 7.1569734030741861e-05 -4.270941838552497e-05 -7.8375550635558154e-05 -1.6655068839099842e-05 0.00010889030432736035 0.00010244974604574965 -0.00012961204880585208 1.1703206044330728e-05 1.8118491259428995e-05 6.3824630260883011e-05 -1.9579433120227241e-06 -3.9486778238954556e-05 -3.8553959843582188e-05 4.7008270356004248e-05 -6.2776603114728525e-05 -1.759939310431946e-05 0.00011194758859346621 -4.8451424047995645e-05 0.00017958736658702271 -5.3438508906726671e-06 -2.2139091594329912e-05 1.7989457413485771e-05 -0.00017943174098036254 -0.00019093449816409702 8.2787466730916928e-05 0.000160468837323909 -8.6996053670935174e-05 1.8559393316016068e-06 -6.429597085704754e-05
leaf_weight=20 20 22 23 28 24 20 20 21 25 20 29 21 35 29 31 26 20 20 26 39 817 22 57 22 20 21 21 22 1566 34
leaf_count=20 20 22 23 28 24 20 20 21 25 20 29 21 35 29 31 26 20 20 26 39 817 22 57 22 20 21 21 22 1566 34
internal_value=0 2.99731e-07 -2.09505e-07 1.10356e-07 2.92032e-05 -3.14639e-07 2.98399e-07 -4.39318e-07 -5.28103e-05 -3.81697e-05 3.91967e-07 4.89726e-05 -3.052e-07 1.80751e-07 5.82938e-07 6.18713e-08 6.59021e-07 4.71741e-05 -3.11141e-08 4.40395e-07 -5.34213e-06 3.2832e-06 3.62984e-05 9.95407e-07 -3.62765e-05 3.39819e-06 6.70415e-05 1.69734e-06 2.92687e-06 -7.69916e-06
internal_weight=0 3101 3079 3056 44 3012 2964 2944 46 48 2898 41 2857 2822 2793 2762 2736 40 2696 2670 880 1790 116 1674 77 1652 43 1609 1587 851
internal_count=3121 3101 3079 3056 44 3012 2964 2944 46 48 2898 41 2857 2822 2793 2762 2736 40 2696 2670 880 1790 116 1674 77 1652 43 1609 1587 851
is_linear=0
shrinkage=0.1


Tree=3776
num_leaves=31
num_cat=0
split_feature=96 132 1185 132 50 33 34 97 11 12 9 41 9 402 1 12 2 12 12 12 160 12 0 12 2 43 42 1213 12 12
split_gain=3.82519e-06 3.9446e-06 2.76764e-05 9.32741e-06 4.41117e-06 4.06127e-06 1.19217e-05 4.49553e-05 1.33629e-05 9.47439e-06 6.69635e-06 4.93079e-06 1.41341e-05 8.32027e-06 9.75239e-06 1.24954e-05 5.13753e-06 4.17431e-06 2.52687e-05 2.44864e-05 5.13409e-05 1.65394e-05 4.64862e-05 2.18518e-05 2.26578e-05 3.20384e-05 1.60882e-05 1.46084e-05 4.99991e-05 3.05709e-05
threshold=0.090365000000000015 -0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 0.085305000000000006 -0.057544999999999992 -0.079444999999999988 -1.0000000180025095e-35 -0.088589999999999988 0.092235000000000011 0.077300000000000021 0.037245000000000007 0.081585000000000019 0.10684 0.08486500000000001 -1.0000000180025095e-35 0.085355000000000014 0.085250000000000006 0.085635000000000003 -1.0000000180025095e-35 0.086305000000000007 -0.087319999999999995 0.086850000000000024 0.084885000000000002 -0.025214999999999998 0.084895000000000012 -0.086179999999999993 0.084405000000000022 0.08493500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -4 -8 -7 11 12 16 14 15 -13 -10 18 27 20 -19 22 -21 24 -23 -26 -24 28 -18 -29
right_child=-2 2 5 -5 -6 9 8 -9 10 -11 -12 13 -14 -15 -16 -17 17 19 -20 21 -22 23 26 -25 25 -27 -28 29 -30 -31
leaf_value=1.0981919231356561e-07 -4.2535455854487654e-05 0.00011566007562491688 -1.8104117022008533e-05 -7.4358290426475426e-05 -4.3349912519059021e-05 1.9384953811822926e-05 -8.1488401465321656e-05 0.00016712014443328373 5.0273818924324584e-05 -7.5713596214138144e-05 4.6762946752301845e-05 0.00010045540351007555 -8.4603548225459241e-05 -3.6018496270106057e-05 -1.7761017625161914e-05 1.2040187478608762e-05 -1.9842051439073183e-05 -3.8069240977165466e-05 -0.00011427692867679677 4.9905345188029782e-05 0.00018330649254494347 -2.8934577269302243e-05 -5.4395192169717378e-05 6.0152361900568177e-08 2.3552416920817146e-05 0.0001882414946088656 -0.00017971532335650411 -2.6431398743683176e-06 0.00016913844817844663 -9.2111142948851933e-05
leaf_weight=173 21 21 38 22 27 20 20 20 20 22 31 31 20 21 26 33 42 20 21 29 22 21 21 1405 27 21 20 845 21 40
leaf_count=173 21 21 38 22 27 20 20 20 20 22 31 31 20 21 26 33 42 20 21 29 22 21 21 1405 27 21 20 845 21 40
internal_value=0 2.88143e-07 1.27887e-06 -1.25555e-05 -5.75724e-06 4.38121e-07 8.98655e-07 4.57663e-05 -4.52425e-08 -3.04286e-05 5.49885e-07 2.04668e-08 -8.62384e-07 2.06601e-05 3.38851e-05 5.48663e-05 -2.11967e-07 -6.07159e-07 -5.7783e-06 2.55226e-06 7.78895e-05 5.0293e-07 -4.69907e-05 2.7584e-06 5.77009e-05 9.56039e-05 -0.000115527 -3.37485e-06 4.31514e-05 -6.68689e-06
internal_weight=0 3100 2878 222 200 2857 2815 58 2757 42 2737 2706 2595 111 90 64 2575 2555 969 1586 42 1544 70 1474 69 48 41 948 63 885
internal_count=3121 3100 2878 222 200 2857 2815 58 2757 42 2737 2706 2595 111 90 64 2575 2555 969 1586 42 1544 70 1474 69 48 41 948 63 885
is_linear=0
shrinkage=0.1


Tree=3777
num_leaves=31
num_cat=0
split_feature=156 475 45 105 33 49 40 51 0 42 1 49 1454 51 12 133 480 4 480 0 402 403 1455 483 1452 129 0 401 13 0
split_gain=3.87812e-06 7.63535e-06 3.85242e-06 5.10084e-06 8.2321e-06 5.47029e-06 1.14845e-05 9.89819e-06 1.03689e-05 1.81236e-05 7.73559e-06 6.98032e-06 1.25815e-05 1.22082e-05 6.6057e-06 5.99219e-06 2.0066e-05 1.65752e-05 1.5904e-05 9.63711e-05 3.50479e-05 1.75178e-05 9.27164e-06 1.21132e-05 1.01961e-05 1.19182e-05 2.35475e-05 1.94522e-05 1.18842e-05 1.14372e-05
threshold=0.3248100000000001 0.13528000000000004 0.10526500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.11645000000000001 -0.045684999999999996 -0.44986999999999994 -0.080119999999999983 0.088200000000000014 0.090405000000000013 0.11136000000000001 0.11906000000000001 -0.43587999999999999 0.10061500000000002 0.0033250000000000003 0.10272000000000002 -0.17966999999999997 0.086995000000000017 -0.087414999999999979 0.10874500000000002 -0.55276999999999987 0.10450500000000001 0.097880000000000009 0.088500000000000009 0.083780000000000007 -0.080604999999999996 0.088220000000000007 -0.10278499999999999 -0.097024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 11 -7 -8 9 10 -9 12 13 -6 -10 -15 17 -17 20 -20 21 -19 23 24 25 27 -27 28 -23 -30
right_child=-2 -3 -4 -5 5 6 7 8 14 -11 -12 -13 -14 15 -16 16 -18 18 19 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=5.5980683044673735e-05 -4.091102796930658e-05 6.039729665817937e-05 3.7500802163439978e-05 -4.2924669495343032e-05 6.2048798847058611e-05 5.444729493319755e-05 -8.9930436834471212e-05 -7.7528952024295003e-05 -8.9683700239022638e-05 6.8861882458198437e-05 1.7501083902971005e-06 4.7757239630182962e-05 -7.5282118103297597e-05 -3.6099902031307581e-06 -2.2426962880217618e-05 6.77526595422816e-05 9.6466611830692278e-05 -8.7840613295239489e-05 8.8891917736570278e-05 -0.00019164872664259748 0.00010234948796486215 7.3427488608840156e-05 -6.1451891451724808e-05 6.8963218914827194e-05 6.909426947872403e-05 0.00010054172541344997 -3.0492863849455417e-05 -9.8353272048933889e-05 -4.4984047824489271e-05 1.200586992700621e-06
leaf_weight=26 23 21 27 28 32 20 21 20 23 30 32 31 22 1739 40 39 24 22 24 25 35 21 22 28 22 32 24 21 59 588
leaf_count=26 23 21 27 28 32 20 21 20 23 30 32 31 22 1739 40 39 24 22 24 25 35 21 22 28 22 32 24 21 59 588
internal_value=0 3.03727e-07 -1.06402e-07 -4.39318e-07 -4.56748e-08 -5.31885e-07 -1.71404e-05 -2.57654e-05 -1.64726e-05 6.96684e-06 -2.87418e-05 5.67469e-07 4.10632e-08 6.42119e-07 -4.6981e-05 -7.89873e-08 6.14861e-06 3.89536e-06 1.19716e-06 -5.42411e-05 4.30525e-06 2.15209e-07 2.58636e-06 4.35848e-06 2.00003e-06 1.87267e-08 4.4384e-05 -3.58716e-06 -6.07989e-07 -3.01099e-06
internal_weight=0 3098 3077 3050 3022 2996 186 166 145 82 52 2810 2779 2757 63 2725 986 962 923 49 874 839 817 795 767 745 56 689 668 647
internal_count=3121 3098 3077 3050 3022 2996 186 166 145 82 52 2810 2779 2757 63 2725 986 962 923 49 874 839 817 795 767 745 56 689 668 647
is_linear=0
shrinkage=0.1


Tree=3778
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 1186 129 130 12 1429 156 11 52 1429 48 52 157 471 11 11 1419 156 1419 1456 43 1456 1447 12 4 1447
split_gain=3.64099e-06 0.000102184 5.16339e-05 1.71053e-05 4.60751e-06 3.62831e-06 6.93817e-06 3.53509e-06 6.65794e-06 3.48477e-06 1.35657e-05 4.9207e-06 1.32055e-05 7.93666e-06 3.87443e-06 5.54846e-06 6.71241e-06 6.44716e-06 6.31147e-06 8.72752e-06 8.12373e-06 8.67267e-06 5.05626e-06 5.43137e-06 1.42273e-05 5.94976e-06 6.61071e-06 6.323e-05 2.1842e-05 1.64874e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.050879999999999988 -0.089559999999999987 -0.08133 -0.22699999999999995 0.23631000000000002 -0.23752499999999996 0.32523500000000005 0.097680000000000017 -0.078224999999999975 -0.10379499999999998 -0.11155999999999998 -0.56741999999999992 -0.082934999999999995 0.10338500000000002 0.094350000000000003 0.087925000000000017 0.089680000000000024 -0.092099999999999987 0.086505000000000012 -0.16825499999999996 -0.070064999999999975 -0.11085999999999999 -0.085709999999999995 0.083985000000000018 -0.064804999999999988 -0.084724999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 -7 -8 9 -9 11 13 -13 -11 -15 16 -16 18 19 20 21 -17 23 24 -23 -25 27 -27 -29 -28
right_child=2 -3 4 -5 5 6 7 8 -10 10 -12 12 -14 14 15 17 -18 -19 -20 -21 -22 22 -24 25 -26 26 29 28 -30 -31
leaf_value=3.9954433345832353e-08 -0.0001535555868692675 0.00022217904260384913 4.2133648017065407e-05 -9.7497867645870439e-05 -3.5345529858173465e-05 5.0656332314247271e-05 -3.6981497242567668e-05 -4.1943268224713397e-05 5.7553161241230555e-05 5.7127222195655725e-05 8.2007315286318784e-05 -9.3426251478376802e-05 1.8846885524743067e-05 -3.368956234355989e-05 -2.2600474453197833e-06 -6.1936309287810462e-05 7.7785575476809762e-05 -5.3492295283712855e-05 5.5645577631366905e-05 -6.2071335117292148e-05 5.1535976963350558e-05 1.4858950882106519e-05 4.2792949163952099e-05 4.4989475984415361e-05 -9.1286909746881784e-05 0.0001611448211115203 -8.9839340736424297e-05 -0.00011294291274680292 1.2654811079199945e-05 -8.169110963681817e-07
leaf_weight=178 22 21 26 20 29 27 26 20 20 24 20 20 22 35 22 23 20 23 20 23 30 28 27 29 23 25 21 20 45 2232
leaf_count=178 22 21 26 20 29 27 26 20 20 24 20 20 22 35 22 23 20 23 20 23 30 28 27 29 23 25 21 20 45 2232
internal_value=0 1.24334e-05 -9.38284e-07 -9.81235e-06 2.27542e-07 -1.54223e-07 2.07033e-07 -2.7979e-07 6.44535e-08 -3.53342e-07 -4.88773e-08 -6.54011e-07 -3.46165e-05 -1.1977e-07 -6.39017e-07 -1.9598e-07 3.58569e-05 -7.85401e-07 -3.09258e-07 -7.5229e-07 -1.8883e-07 -8.16305e-07 -2.42525e-07 -7.22079e-07 -3.30108e-05 -2.78449e-08 -5.85038e-07 2.59914e-05 -2.59906e-05 -1.64668e-06
internal_weight=0 219 2902 198 2880 2854 2825 2798 2772 2752 2732 2712 42 2670 2646 2611 42 2569 2546 2526 2503 2473 2450 2423 51 2372 2343 90 65 2253
internal_count=3121 219 2902 198 2880 2854 2825 2798 2772 2752 2732 2712 42 2670 2646 2611 42 2569 2546 2526 2503 2473 2450 2423 51 2372 2343 90 65 2253
is_linear=0
shrinkage=0.1


Tree=3779
num_leaves=31
num_cat=0
split_feature=156 1429 1429 49 151 1429 12 12 12 472 160 12 2 2 45 11 33 1 1 482 4 3 13 1 1 9 376 401 12 133
split_gain=4.40685e-06 6.27151e-06 3.73018e-06 3.52253e-05 2.33182e-05 1.3458e-05 1.09835e-05 1.35336e-05 1.00892e-05 1.67749e-05 1.93404e-05 8.24659e-06 8.48705e-06 2.2917e-05 5.44872e-06 2.35354e-05 9.50891e-06 5.99642e-06 1.84753e-05 1.22251e-05 2.3604e-05 9.92555e-06 9.92621e-06 7.34146e-06 7.21405e-06 1.01353e-05 9.30105e-06 4.9343e-06 5.89666e-06 9.33317e-06
threshold=0.3248100000000001 -0.23166999999999996 0.083725000000000008 0.11042000000000002 -0.54526999999999981 0.057970000000000008 0.086655000000000024 0.085325000000000012 0.088045000000000012 -0.065034999999999996 -0.074254999999999988 0.084405000000000022 0.087545000000000026 0.092875000000000013 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.13534000000000004 0.13756000000000004 0.089925000000000019 0.51164000000000009 0.14121000000000003 -0.004174999999999999 0.13265500000000002 0.12811000000000003 0.09055500000000001 0.087010000000000018 0.13837000000000002 0.12477500000000001 0.10209000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 -3 14 7 11 -8 -10 -11 12 -4 -14 15 -6 -17 23 -19 20 21 22 -20 24 25 26 27 28 -18 -30
right_child=-2 2 3 -5 5 -7 8 -9 9 10 -12 -13 13 -15 -16 16 17 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=5.1244169452502322e-05 -4.3610811522028048e-05 0.00010126219080437136 -1.6980626489198467e-05 -0.00013259867734983675 0.00010675812767918356 -7.6019371345350728e-05 -8.8831138418754571e-05 8.6407282863850332e-05 4.8396847453278181e-05 1.7921300954185428e-05 -0.00010526457008381841 -4.8300825164915301e-05 0.00012450302615650885 -1.3690823548781089e-05 -3.7858632155500048e-05 -5.9700591597132957e-05 5.5490332768653563e-07 -9.1527449252940397e-05 4.6408308083879433e-06 -6.9805292977517558e-05 8.9072615650491514e-05 2.8527986723929645e-05 -8.6626300330513355e-05 5.4109984227613533e-05 -4.9725686538429861e-05 6.981790690836286e-05 5.3578567680875392e-05 -4.8555398651615176e-05 6.6229331209529738e-05 -1.7361328388109212e-05
leaf_weight=24 23 23 39 22 21 23 20 24 31 25 26 24 21 28 36 26 2342 28 22 22 29 30 26 27 27 22 34 20 34 22
leaf_count=24 23 23 39 22 21 23 20 24 31 25 26 24 21 28 36 26 2342 28 22 22 29 30 26 27 27 22 34 20 34 22
internal_value=0 3.23781e-07 -7.3776e-08 -1.15339e-05 9.85081e-07 1.5872e-07 -3.43007e-07 1.82613e-05 -2.51487e-05 -9.61639e-06 -4.48793e-05 3.65854e-06 1.78293e-05 4.55351e-05 7.91703e-07 1.301e-06 4.84111e-07 1.0669e-06 -1.78963e-05 -1.91439e-06 1.20445e-05 -1.65942e-05 -4.47955e-05 2.24461e-06 1.68468e-06 2.24575e-06 1.63948e-06 9.0915e-07 1.3217e-06 3.33901e-05
internal_weight=0 3098 3074 260 2814 2791 238 136 102 82 51 112 88 49 2768 2732 2711 2685 157 129 107 78 48 2528 2501 2474 2452 2418 2398 56
internal_count=3121 3098 3074 260 2814 2791 238 136 102 82 51 112 88 49 2768 2732 2711 2685 157 129 107 78 48 2528 2501 2474 2452 2418 2398 56
is_linear=0
shrinkage=0.1


Tree=3780
num_leaves=31
num_cat=0
split_feature=132 394 1203 1176 394 16 1429 156 1429 1429 475 1429 52 12 52 475 133 1372 1 51 3 3 481 2 481 3 475 0 13 0
split_gain=3.73155e-06 2.60607e-05 2.40326e-05 3.96301e-06 3.9779e-06 7.92287e-06 3.66442e-06 1.21333e-05 4.86362e-06 3.86991e-06 1.55718e-05 5.37443e-06 5.62763e-06 8.33761e-06 5.74415e-06 5.16873e-06 1.5132e-05 1.47782e-05 5.59789e-06 7.55579e-06 5.18692e-06 5.40185e-05 2.04096e-05 6.12902e-05 2.25199e-05 1.7828e-05 1.50904e-05 1.38705e-05 2.34322e-05 1.9609e-05
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.086510000000000017 -0.093064999999999981 -0.08595499999999999 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 -0.069929999999999978 -0.011519999999999997 -0.011139999999999999 -0.55692499999999978 0.083985000000000018 -0.55061999999999989 -0.086304999999999979 0.08653000000000001 -0.095709999999999976 0.087325000000000014 -0.090529999999999985 -0.085784999999999986 -0.086224999999999982 -0.086219999999999977 0.085515000000000022 -0.081334999999999977 -0.086554999999999979 -0.084374999999999992 0.10455500000000001 -0.029529999999999997 0.041630000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 -6 8 -8 10 -10 -11 13 -13 -14 16 18 -17 19 -16 21 25 23 -22 -24 -19 -26 29 -29 -28
right_child=1 -3 -4 -5 6 -7 7 -9 9 11 -12 12 14 -15 15 17 -18 20 -20 -21 22 -23 24 -25 26 -27 27 28 -30 -31
leaf_value=-2.0255565264700899e-06 -7.2740269123724755e-05 0.00010936832120271654 -0.00011710140070135822 4.0581622988611345e-05 -4.239908717863728e-05 1.0341036098301023e-05 -4.2236622027337075e-05 7.8167664541979319e-05 -2.4044547002891444e-05 -4.1510135375691824e-05 8.4537417977117009e-05 -7.789619457281124e-06 -5.2375459875163096e-05 7.1550018216199807e-05 -6.057240211900891e-05 -8.2351256357717591e-05 0.00010024604387581348 5.649244307170102e-06 3.1965875708313735e-05 2.3469392266406432e-05 -0.00017562890766734758 0.00016511375877252294 9.3237794295419018e-05 2.9665890950568474e-05 -8.8723384860713852e-05 -7.441664804054168e-05 -1.0767236182240477e-06 -0.00013351565201966359 7.3274034312581305e-06 9.1934071426057131e-05
leaf_weight=196 22 22 20 24 20 24 27 20 28 31 25 26 21 27 23 22 20 678 36 20 26 21 25 33 20 29 1564 21 27 23
leaf_count=196 22 22 20 24 20 24 27 20 28 31 25 26 21 27 23 22 20 678 36 20 26 21 25 33 20 29 1564 21 27 23
internal_value=0 9.42869e-07 -1.26807e-05 1.15481e-07 -2.24214e-07 -2.93935e-05 2.52781e-07 5.58201e-07 -1.55028e-09 4.13725e-07 2.71734e-05 -1.12922e-07 3.69165e-07 3.26287e-05 -2.86165e-07 1.36507e-07 2.25446e-05 -7.54775e-07 2.87334e-06 -2.14832e-05 -2.71209e-08 7.05974e-06 -2.99391e-06 -6.0803e-05 -9.63705e-07 2.36507e-06 -2.38669e-06 -1.33058e-06 -5.42914e-05 2.71259e-07
internal_weight=0 2905 216 2883 2859 46 2813 2793 2773 2746 53 2693 2662 53 2609 2588 99 2489 79 43 2467 728 1739 59 1680 707 1655 1635 48 1587
internal_count=3121 2905 216 2883 2859 46 2813 2793 2773 2746 53 2693 2662 53 2609 2588 99 2489 79 43 2467 728 1739 59 1680 707 1655 1635 48 1587
is_linear=0
shrinkage=0.1


Tree=3781
num_leaves=31
num_cat=0
split_feature=156 475 45 473 475 0 1429 44 1429 1429 1429 157 13 157 1371 42 51 1375 3 2 52 157 1429 150 1 147 15 49 49 49
split_gain=4.79593e-06 6.13191e-06 3.63713e-06 4.22614e-06 4.35197e-06 1.24915e-05 5.02346e-06 4.93598e-06 6.99254e-06 6.4107e-06 8.37983e-06 5.73848e-06 3.58829e-05 2.31682e-05 1.56734e-05 3.20152e-05 1.27435e-05 9.35293e-06 2.51467e-05 2.59798e-05 6.19093e-06 6.23333e-06 2.5869e-05 6.79435e-06 2.18363e-05 8.80003e-06 1.62809e-05 6.69905e-06 1.38301e-05 1.06728e-05
threshold=0.3248100000000001 0.13528000000000004 0.10526500000000001 0.084020000000000011 0.051590000000000004 -0.080499999999999988 0.12387000000000002 0.083555000000000018 -0.10379499999999998 -0.081904999999999992 -0.066319999999999976 -0.087424999999999989 -0.085384999999999975 -0.086394999999999986 0.083235000000000017 0.084145000000000011 0.035765000000000012 -0.064299999999999982 0.088060000000000013 0.08839000000000001 -0.55692499999999978 -0.081889999999999991 0.084545000000000009 0.12068000000000002 0.10937500000000001 0.094075000000000006 1.0000000180025095e-35 -0.087004999999999985 -0.10069499999999999 -0.14715999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 8 -1 -10 -11 12 -12 -13 17 -16 -14 18 19 -15 -19 22 -22 25 -25 27 -27 28 29 -23
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 10 11 13 16 14 15 -17 -18 20 -20 -21 21 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=5.3919873244012707e-05 -4.5495295932556947e-05 5.4190946624051628e-05 3.6511505432254463e-05 -4.50588687575267e-05 -1.6182824583665934e-05 8.7512509309731079e-05 -4.9256010043748016e-05 -4.9684310724842368e-05 -5.1748984924415714e-05 6.3087770693181529e-05 -0.00011743176048561321 9.6359825102354079e-05 8.01072840702199e-05 0.00015818380667372947 -0.0001479461347030121 2.8838877769885583e-05 -1.3291005264666943e-05 4.333822318187686e-05 -4.6881370720560275e-05 9.1839436063310148e-06 -0.0001051365494411719 -2.4975482194154862e-05 2.7773855492796429e-05 0.00011498896859848175 -3.1012368951148049e-05 -0.00011152035120176151 1.3142650145296515e-05 1.1116751840739748e-06 -8.933759274077602e-05 5.3542135182120228e-05
leaf_weight=24 23 21 27 21 26 21 21 20 24 21 29 25 21 22 21 20 48 32 24 25 27 70 32 20 21 20 22 2345 25 23
leaf_count=24 23 21 27 21 26 21 21 20 24 21 29 25 21 22 21 20 48 32 24 25 27 70 32 20 21 20 22 2345 25 23
internal_value=0 3.37769e-07 -2.977e-08 -3.5325e-07 -4.3307e-08 3.01491e-05 -5.19177e-07 -1.73526e-07 1.63168e-07 -2.79123e-07 1.47866e-07 -3.1235e-07 -2.40942e-05 5.27818e-07 -3.43699e-07 -6.17095e-05 1.51346e-05 5.854e-07 3.64013e-05 7.89286e-05 -3.78925e-07 -9.1595e-07 -3.30496e-05 -1.71298e-07 4.02078e-05 -8.32194e-07 -4.62207e-05 -5.8212e-08 -2.33072e-05 -5.55715e-06
internal_weight=0 3098 3077 3050 3029 47 2982 2961 2941 2917 2893 2872 98 2774 2749 41 69 2708 71 47 2637 2605 59 2546 41 2505 42 2463 118 93
internal_count=3121 3098 3077 3050 3029 47 2982 2961 2941 2917 2893 2872 98 2774 2749 41 69 2708 71 47 2637 2605 59 2546 41 2505 42 2463 118 93
is_linear=0
shrinkage=0.1


Tree=3782
num_leaves=31
num_cat=0
split_feature=156 472 1429 132 1185 1203 1208 1208 402 1209 3 41 33 12 12 128 130 133 12 1 2 2 160 13 13 157 42 1209 2 2
split_gain=3.88471e-06 5.38653e-06 3.64075e-06 3.32794e-06 2.86501e-05 1.11041e-05 3.52248e-06 1.14933e-05 1.06079e-05 1.00902e-05 4.05306e-06 1.56969e-05 2.02393e-05 1.25097e-05 5.01493e-05 1.51378e-05 1.33761e-05 1.32726e-05 2.0917e-05 1.61931e-05 1.50132e-05 1.51382e-05 1.70742e-05 1.28792e-05 1.69226e-05 1.12882e-05 2.98503e-05 1.01025e-05 9.04156e-06 1.19991e-05
threshold=0.3248100000000001 -0.097514999999999977 0.12387000000000002 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11531000000000001 0.10233500000000001 0.23460000000000003 0.10656 -0.094299999999999981 0.08690500000000001 -1.0000000180025095e-35 0.089300000000000004 0.090695000000000012 0.087235000000000021 0.088310000000000013 0.085195000000000007 0.085495000000000015 0.11103500000000001 0.10731 0.092635000000000009 -1.0000000180025095e-35 0.19762500000000002 0.11217000000000001 -0.078064999999999982 -0.091214999999999977 -0.087714999999999987 0.097070000000000004 0.11548000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 7 8 9 10 13 12 -12 16 -15 23 17 19 -19 20 21 22 -6 24 25 -16 -27 -14 -28 -30
right_child=-2 2 -4 4 6 -7 -8 -9 -10 -11 11 -13 27 14 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=5.2032885869266464e-05 -4.0945767440185276e-05 -3.0343191528840012e-06 -4.0566777153633836e-05 0.0001175526222574436 8.5364737527482731e-06 -7.0400070788829392e-05 -3.5631266022122602e-05 6.0248045815569644e-05 -5.8196363076398668e-05 7.1400457236450173e-05 8.8691342825768528e-05 -8.2085274804436881e-05 5.1498728852103732e-05 0.00016812023231151135 -4.8798082182408762e-05 -7.0925905553546417e-05 -8.6856023553991694e-05 0.00011068518818243926 -2.1340750454138894e-05 6.7744126206434891e-05 -0.00010630941315390547 4.2447376604699956e-05 -8.8197615074629232e-05 -3.3391591979381753e-05 0.00010628731820361281 0.00013727345587020474 -2.989136358714526e-05 -2.6606874210333382e-06 6.8858583841467736e-05 -2.7281968366532098e-05
leaf_weight=20 23 194 22 21 37 28 27 32 31 20 25 24 35 22 22 21 20 24 24 20 21 33 36 39 25 21 41 2158 34 21
leaf_count=20 23 194 22 21 37 28 27 32 31 20 25 24 35 22 22 21 20 24 24 20 21 33 36 39 25 21 41 2158 34 21
internal_value=0 3.0398e-07 -3.21406e-08 2.59666e-07 1.18327e-06 -1.15309e-05 3.14538e-07 6.629e-07 -2.94474e-08 6.32754e-07 1.09131e-07 -1.64678e-06 -7.76386e-07 8.6487e-06 2.40489e-05 9.899e-06 -8.97195e-06 -9.83845e-07 4.46722e-05 -1.58919e-05 -2.9063e-05 -1.37594e-05 -3.9168e-05 1.82602e-05 3.05432e-05 1.69202e-05 2.92775e-05 -1.79631e-06 5.65338e-06 3.21504e-05
internal_weight=0 3098 3078 3056 2834 222 2813 2786 2754 2723 2703 2242 2218 461 246 224 215 195 48 147 127 106 73 203 164 139 117 2193 96 55
internal_count=3121 3098 3078 3056 2834 222 2813 2786 2754 2723 2703 2242 2218 461 246 224 215 195 48 147 127 106 73 203 164 139 117 2193 96 55
is_linear=0
shrinkage=0.1


Tree=3783
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 128 124 124 124 48 31 10 34 9 16 2 15 46 1455 158 2 0 2 15 1371 401 1211 481 160 160 1447
split_gain=3.9387e-06 0.000106077 5.13228e-05 1.73996e-05 3.76033e-06 5.37271e-06 5.18872e-06 1.36342e-05 1.22218e-05 8.04857e-06 9.2072e-06 6.75862e-06 1.39998e-05 2.2943e-05 1.54169e-05 5.22787e-06 4.47101e-06 1.11074e-05 5.51261e-06 5.45849e-06 2.01122e-05 1.18671e-05 6.58371e-05 2.54996e-05 1.06744e-05 1.12507e-05 1.03873e-05 1.20983e-05 3.21157e-05 2.68848e-05
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.11876500000000001 -0.19228999999999999 -0.086944999999999981 -0.087424999999999989 0.084855000000000014 -1.0000000180025095e-35 -0.0026549999999999994 -0.057544999999999992 0.091600000000000015 -0.39185999999999993 -1.0000000180025095e-35 0.23208000000000004 0.10253500000000002 0.11817000000000001 -0.47382999999999992 0.08647500000000001 -0.22491999999999998 0.087015000000000023 -0.015039999999999998 0.083235000000000017 -0.46360499999999999 0.11048500000000001 0.0028200000000000005 -0.53908999999999996 -0.55697499999999989 -0.086279999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 7 8 -7 10 -8 -11 14 -14 -13 16 17 18 -16 20 -20 22 -21 -23 -22 26 27 28 -26 -29
right_child=2 -3 4 -5 -6 6 9 -9 -10 11 -12 12 13 -15 15 -17 -18 -19 19 21 24 23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=7.5208401423431843e-07 -0.00015313270348335872 0.00023246446762641428 -5.1806625215249376e-05 -9.7593405668305885e-05 3.804433998504045e-05 3.7730089267521793e-05 -9.5574142408492811e-06 9.4500091793071049e-05 -5.4396649041639958e-05 4.6715665948502122e-05 -9.1994000281374615e-05 6.861070451122942e-05 9.7316746784296526e-06 -0.00013528922383557074 -5.3128603176446639e-05 4.8364218764618277e-05 -4.2674669733969494e-05 6.6149054575362248e-05 0.00010022733635692434 -0.00015863128255335011 -6.8794156686635691e-05 -3.9315146379299507e-06 5.4579803290835122e-05 9.7898708248976628e-05 3.9265434534172531e-05 7.7402162562412711e-05 7.2745844207539834e-05 -9.566847770306945e-05 -0.00013779692450216751 7.7594364370723287e-06
leaf_weight=179 22 20 20 20 26 36 42 21 24 31 20 33 24 20 20 22 25 25 22 28 20 1504 30 25 20 21 21 26 21 753
leaf_count=179 22 20 20 20 26 36 42 21 24 31 20 33 24 20 20 22 25 25 22 28 20 1504 30 25 20 21 21 26 21 753
internal_value=0 1.29317e-05 -9.75895e-07 -9.13188e-06 1.86414e-07 -1.58473e-07 2.06017e-07 2.51514e-05 8.79394e-07 -5.27938e-07 -3.61499e-05 2.92783e-07 -2.48236e-07 -5.61869e-05 6.92629e-07 -1.75082e-07 -5.92054e-07 -1.77201e-07 -8.37558e-07 -4.17719e-07 5.7846e-06 -3.95073e-06 -4.83497e-05 -2.26653e-06 3.42888e-06 5.10459e-06 3.2993e-06 1.52079e-06 -5.1425e-05 4.30741e-06
internal_weight=0 219 2902 199 2880 2854 2834 81 60 2753 62 2691 2660 44 2616 2583 2561 2536 2511 2491 904 1587 58 1529 882 862 841 820 41 779
internal_count=3121 219 2902 199 2880 2854 2834 81 60 2753 62 2691 2660 44 2616 2583 2561 2536 2511 2491 904 1587 58 1529 882 862 841 820 41 779
is_linear=0
shrinkage=0.1


Tree=3784
num_leaves=31
num_cat=0
split_feature=16 472 3 2 155 472 484 1455 43 3 1455 1455 1456 158 1 0 43 13 484 50 49 474 474 156 471 475 1456 1447 13 1456
split_gain=3.64166e-06 1.65096e-05 1.99116e-05 2.48197e-05 1.32702e-05 3.97248e-06 2.12326e-05 8.6408e-06 2.11012e-05 2.09774e-05 1.2622e-05 6.37583e-06 8.39197e-06 5.74914e-06 1.44751e-05 1.10111e-05 3.02381e-05 1.72011e-05 1.38965e-05 8.43949e-06 1.59402e-05 8.97406e-06 1.02242e-05 9.94239e-06 9.02444e-06 1.52396e-05 7.4877e-06 3.07016e-05 2.19546e-05 1.32903e-05
threshold=0.62682500000000008 -0.38234499999999999 -0.094874999999999987 0.10912000000000001 0.11854500000000001 -0.082054999999999975 -0.081614999999999979 -0.092919999999999989 -0.013024999999999998 -0.081334999999999977 -0.088559999999999986 -0.037084999999999993 0.12676500000000004 0.10667500000000002 0.16175000000000003 -0.057069999999999989 -0.083134999999999987 -0.085744999999999988 -0.035214999999999989 -0.099524999999999988 0.097180000000000016 -0.10891999999999999 -0.084054999999999977 0.11969000000000002 0.094575000000000006 0.058495000000000012 0.086095000000000019 -0.085684999999999997 -0.082574999999999982 0.083690000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 -1 8 9 -7 -9 -12 13 14 19 16 -15 -18 -19 20 -13 -21 -23 24 25 26 29 -28 -29 -24
right_child=1 2 -4 -5 -6 7 -8 10 -10 -11 11 12 -14 15 -16 -17 17 18 -20 21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=5.4103295178720151e-05 -0.00010001440718042433 -2.8113648610030854e-05 -5.1855409482312903e-05 0.0001294289398356341 6.5699668336873727e-05 0.00015270131502802544 -7.6473908164630166e-05 -7.7609535985954752e-05 -4.3504504269332673e-05 7.8656094410689556e-06 4.5306612637139027e-05 -1.3737417206853436e-05 -6.1813536773446356e-05 -0.00013821109202002515 8.592327762016794e-05 4.5276219939946069e-05 7.187957740565513e-05 1.5465391843463294e-05 -8.000648132668087e-05 -6.1050933012059735e-05 0.00010961440802930156 7.1602996049477947e-05 3.8826012054537404e-08 -6.7110778896180409e-05 -6.488026739957388e-05 7.8634680568939088e-05 0.00011572739516460778 -6.2433382340208881e-05 5.048874945990092e-05 -5.8087442503165228e-05
leaf_weight=20 20 20 36 20 31 20 33 21 21 20 31 22 22 22 20 21 21 30 31 24 20 20 2370 22 21 25 28 36 33 40
leaf_count=20 20 20 36 20 31 20 33 21 21 20 31 22 22 22 20 21 21 30 31 24 20 20 2370 22 21 25 28 36 33 40
internal_value=0 -1.91748e-05 2.09883e-06 5.06576e-05 6.08523e-07 -6.54333e-08 -2.71995e-05 4.23552e-07 3.76679e-05 8.02835e-05 -3.65305e-07 2.02071e-07 -2.92356e-07 1.89991e-07 1.16737e-06 -2.07729e-05 -3.41097e-05 -6.1801e-06 -3.30531e-05 5.3035e-07 4.50015e-05 -1.82819e-07 3.80123e-07 -1.73065e-07 4.03758e-07 9.45214e-07 1.70488e-07 2.74113e-05 -8.42715e-06 -9.25925e-07
internal_weight=0 96 76 40 3025 2994 53 2941 61 40 2880 2859 2828 2806 2681 125 104 82 61 2661 42 2619 2595 2575 2553 2532 2507 97 69 2410
internal_count=3121 96 76 40 3025 2994 53 2941 61 40 2880 2859 2828 2806 2681 125 104 82 61 2661 42 2619 2595 2575 2553 2532 2507 97 69 2410
is_linear=0
shrinkage=0.1


Tree=3785
num_leaves=31
num_cat=0
split_feature=1429 156 1429 1417 1429 2 475 51 157 13 13 1371 2 0 0 49 49 128 160 156 151 3 15 376 376 10 3 2 44 475
split_gain=4.11332e-06 1.49033e-05 4.93923e-06 3.82592e-06 6.86775e-06 1.37423e-05 6.57378e-06 4.95792e-06 3.46015e-05 1.6133e-05 1.51831e-05 1.30883e-05 3.01258e-05 1.10535e-05 1.3574e-05 1.06675e-05 1.96651e-05 1.46365e-05 1.30823e-05 1.65758e-05 1.00636e-05 7.79558e-06 5.95552e-06 4.43237e-06 9.51901e-06 7.45098e-06 3.0068e-05 2.27217e-05 6.49145e-06 1.81729e-05
threshold=-0.23752499999999996 0.32523500000000005 -0.094049999999999981 -0.079519999999999993 -0.069929999999999978 0.08734500000000002 -0.50059999999999982 -0.085604999999999987 -0.086244999999999988 -0.074519999999999989 -0.069964999999999986 0.083235000000000017 0.088055000000000008 -0.089019999999999974 -0.07384499999999998 0.12595000000000003 0.10969000000000002 0.079650000000000012 0.010565000000000001 0.091155000000000014 -0.54917999999999989 -0.063814999999999997 -0.016799999999999995 0.080200000000000007 0.084145000000000011 0.053330000000000009 -0.012939999999999998 -0.090999999999999984 0.099360000000000018 0.05680000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -6 8 -8 13 -11 20 -13 -10 -15 16 17 18 19 22 -9 -21 -12 25 -25 27 -27 -22 29 -29
right_child=1 -3 3 4 6 -7 7 11 9 10 15 12 -14 14 -16 -17 -18 -19 -20 21 23 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-4.3087271803249845e-05 -4.1327866146557742e-05 8.634982821604354e-05 -4.1413815779378638e-05 9.8145731386639894e-05 5.7000065562533568e-05 -1.3742040739642742e-05 -0.00011077259367766602 -7.0542749690503121e-05 -1.5418750564322181e-05 -7.9187459308624039e-05 4.9326160368041317e-06 0.00014454570110501662 -2.9022233738942309e-05 0.00012799665590656722 2.0799676268426185e-05 5.3214165518511436e-05 -9.9668030808338108e-05 7.7000909385831274e-05 -7.2516705341544809e-05 8.0866120333666904e-06 8.4272026213483297e-05 9.4349234264386319e-05 -4.8457495872248225e-05 7.8821564304896386e-05 6.1667200197916832e-06 -0.00012068499185791855 2.8404524346115068e-05 -8.6004052898577734e-07 -5.2307761598058279e-05 9.4878235722717369e-05
leaf_weight=22 29 20 22 21 20 23 32 20 24 31 39 20 20 21 27 28 23 21 29 20 32 22 45 22 100 24 31 2289 24 20
leaf_count=22 29 20 22 21 20 23 32 20 24 31 39 20 20 21 27 28 23 21 29 20 32 22 45 22 100 24 31 2289 24 20
internal_value=0 3.05871e-07 -2.53037e-07 1.3751e-07 4.39402e-07 3.96589e-05 -1.38902e-07 -5.24455e-07 -1.14895e-05 -1.86204e-06 -1.35424e-05 1.00104e-06 5.77617e-05 3.99927e-05 6.76984e-05 -4.57768e-06 -1.27092e-05 -1.34526e-06 -1.19599e-05 1.97778e-06 1.14849e-07 5.32718e-05 -2.36692e-05 6.7077e-07 1.92684e-05 -2.66797e-07 -3.66527e-05 5.79387e-07 -5.68562e-07 -3.07787e-08
internal_weight=0 3099 3079 3050 3028 44 2984 2964 362 330 258 2602 40 72 48 227 199 176 155 126 2562 42 84 2542 122 2420 55 2365 2333 2309
internal_count=3121 3099 3079 3050 3028 44 2984 2964 362 330 258 2602 40 72 48 227 199 176 155 126 2562 42 84 2542 122 2420 55 2365 2333 2309
is_linear=0
shrinkage=0.1


Tree=3786
num_leaves=31
num_cat=0
split_feature=1204 1186 130 394 3 12 1429 156 13 13 157 52 151 1 16 13 403 12 52 3 151 1429 150 1 1 0 133 11 33 47
split_gain=3.63482e-06 3.95132e-06 1.74845e-05 1.25955e-05 9.84932e-06 5.49182e-06 5.07439e-06 1.21178e-05 5.04144e-06 2.77266e-05 1.39583e-05 2.21689e-05 1.24717e-05 1.59063e-05 2.18907e-05 2.18952e-05 1.28997e-05 1.13057e-05 1.38061e-05 5.97891e-06 7.42142e-06 2.12765e-05 3.05954e-05 3.88829e-05 1.15521e-05 7.13123e-06 2.83165e-05 8.78073e-06 1.26362e-05 1.05392e-05
threshold=0.053645000000000005 0.057025000000000006 -0.0048749999999999991 0.15288500000000002 -0.087909999999999988 0.087215000000000015 -0.23752499999999996 0.32523500000000005 0.095710000000000017 0.084330000000000016 -0.078064999999999982 -0.40306999999999998 -0.088419999999999985 0.13743000000000002 -0.097644999999999996 0.19762500000000002 0.089965000000000017 0.10016000000000001 -0.049749999999999996 -0.16726499999999997 -0.088279999999999983 0.083725000000000008 0.083095000000000016 0.083835000000000007 0.10612500000000001 0.10455500000000001 0.086990000000000012 -0.011194999999999998 -0.009184999999999997 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 -3 -6 -1 8 9 19 -10 -12 -13 14 15 -14 17 18 -16 -8 21 22 -21 -24 -25 27 -27 -22 -29 -30
right_child=-2 2 -4 -5 5 -7 7 -9 10 -11 11 12 13 -15 16 -17 -18 -19 -20 20 25 -23 23 24 -26 26 -28 28 29 -31
leaf_value=-4.9191017786229382e-05 3.4640442148277843e-05 -3.9039146202302425e-05 -9.6422838167041936e-05 7.941660849610344e-05 -5.1442852834173087e-06 6.4223418983601731e-05 4.5493940420523619e-05 7.7714849976473491e-05 -5.8588314976077523e-05 -8.541078594787858e-05 9.7469462781418775e-05 -6.1338128635606671e-05 0.00015457571021017984 -6.3376190531595395e-05 5.0529450886642743e-05 1.9380695157451558e-05 -6.9023049209135932e-05 5.2670741220481432e-05 -5.6037999151627563e-05 -2.9894052230562152e-06 6.4302978935302241e-05 -5.4037818980369989e-05 0.00018906525232444477 -2.0255829092449224e-05 7.8920993408360126e-05 -0.00010084985245839562 3.6852631300072452e-05 -8.1384583318140364e-05 -3.7989233369479651e-06 1.899730612694839e-05
leaf_weight=21 30 33 23 20 21 25 28 20 25 39 32 23 23 22 20 25 20 50 31 104 20 35 23 23 24 32 28 20 2056 225
leaf_count=21 30 33 23 20 21 25 28 20 25 39 32 23 23 22 20 25 20 50 31 104 20 35 23 23 24 32 28 20 2056 225
internal_value=0 -3.36193e-07 -1.96908e-05 3.24285e-07 2.64891e-06 3.25556e-05 -2.08503e-07 1.40423e-07 -3.89457e-07 -1.71465e-06 1.26033e-05 1.98383e-05 8.22987e-06 1.66072e-05 2.70192e-05 8.41616e-05 4.35113e-06 1.88807e-05 -1.42468e-05 -4.67845e-07 -9.64729e-07 1.71029e-05 3.14128e-05 8.25246e-05 3.03877e-05 -2.55067e-06 -3.65887e-05 -1.67076e-06 -2.24419e-06 -1.55028e-06
internal_weight=0 3091 102 2989 79 46 2969 2948 2928 2657 271 246 214 191 169 48 121 101 51 2618 2590 209 174 70 47 2381 60 2321 2301 2281
internal_count=3121 3091 102 2989 79 46 2969 2948 2928 2657 271 246 214 191 169 48 121 101 51 2618 2590 209 174 70 47 2381 60 2321 2301 2281
is_linear=0
shrinkage=0.1


Tree=3787
num_leaves=31
num_cat=0
split_feature=156 472 155 1 475 49 474 154 471 97 105 34 96 33 160 160 52 474 1447 3 1447 1447 475 3 475 482 482 158 42 52
split_gain=4.41595e-06 5.29403e-06 3.7386e-06 8.03521e-06 4.22613e-06 1.55015e-05 1.37404e-05 4.3535e-06 4.70484e-06 4.30033e-06 4.74102e-06 1.61395e-05 4.51926e-05 1.33131e-05 4.65599e-06 2.34141e-05 1.19896e-05 1.2036e-05 1.16349e-05 2.13225e-05 1.56393e-05 1.30941e-05 1.22357e-05 4.64445e-05 2.20381e-05 1.05439e-05 2.69949e-05 1.30026e-05 2.0964e-05 1.37227e-05
threshold=0.3248100000000001 -0.095174999999999996 0.11562500000000002 0.103565 0.051590000000000004 0.10269000000000002 0.082665000000000002 0.084190000000000001 0.093375000000000014 -0.086464999999999986 1.0000000180025095e-35 -0.057544999999999992 0.085370000000000015 -1.0000000180025095e-35 -0.090484999999999996 -0.088854999999999976 0.51307000000000014 -0.084054999999999977 -0.086424999999999988 -0.085784999999999986 -0.084894999999999984 -0.082229999999999984 -0.086279999999999982 -0.087429999999999994 -0.085444999999999979 0.090355000000000005 0.098465000000000011 0.10667500000000002 0.10502000000000002 -0.018574999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 7 6 -6 8 9 -3 11 12 -11 -13 25 -16 17 -17 19 -19 -20 -22 23 -23 -24 27 -27 28 29 -15
right_child=-2 2 3 -5 5 -7 -8 -9 -10 10 -12 13 -14 14 15 16 -18 18 20 -21 21 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.5258264176831851e-05 -4.3655792187960088e-05 -4.4161055021421907e-05 -6.276579869932151e-05 9.3845514735827861e-06 0.00011375055927719983 -3.9556692172482144e-05 1.8706613748994035e-06 -4.3461387149759309e-05 4.8551614818279631e-05 0.00017458770467783326 -4.1487150614287844e-05 -8.1774324135039942e-05 -1.0301779405917609e-05 7.1093137505938241e-05 -9.9922547072613566e-05 7.2251679913555887e-05 -5.7107225468309883e-05 -2.0015609907204636e-05 -6.8721196667224032e-05 0.00012600657490111189 6.6374228840529749e-05 5.9395898318578713e-05 0.00010186554753177223 -0.00012815510056116768 -1.0933032581388363e-06 0.00013176208278467959 -1.9845149555900813e-05 -5.2188371336268506e-05 0.00010956066191283754 -2.0870460310367366e-06
leaf_weight=26 23 22 29 33 23 24 21 23 20 20 27 20 39 28 24 23 37 20 34 20 29 23 21 31 2075 23 24 37 20 302
leaf_count=26 23 22 29 33 23 24 21 23 20 20 27 20 39 28 24 23 37 20 34 20 29 23 21 31 2075 23 24 37 20 302
internal_value=0 3.24117e-07 -5.61851e-08 -2.43632e-05 4.44491e-07 2.5091e-05 6.03533e-05 -1.25176e-07 2.16287e-07 -1.17175e-07 2.19623e-07 6.14739e-07 5.23726e-05 -4.7939e-07 1.07365e-07 -1.65909e-06 -6.39497e-07 2.78475e-07 -4.56271e-07 5.29955e-05 -1.42241e-06 -3.72316e-07 -1.27262e-06 -4.82723e-05 -6.17499e-08 9.61937e-06 5.43456e-05 4.1875e-06 1.01472e-05 4.12218e-06
internal_weight=0 3098 3072 62 3010 68 44 2942 2919 2899 2877 2850 59 2791 2771 2337 2313 2276 2253 40 2213 2179 2150 54 2096 434 47 387 350 330
internal_count=3121 3098 3072 62 3010 68 44 2942 2919 2899 2877 2850 59 2791 2771 2337 2313 2276 2253 40 2213 2179 2150 54 2096 434 47 387 350 330
is_linear=0
shrinkage=0.1


Tree=3788
num_leaves=31
num_cat=0
split_feature=1420 157 1 1 0 16 1 155 3 1 473 16 1 1 34 9 1446 483 1 484 158 159 52 150 160 2 43 51 4 480
split_gain=3.72253e-06 8.07661e-06 4.22243e-06 3.18459e-05 3.58148e-05 3.61243e-05 2.8646e-05 2.8082e-05 2.37004e-05 2.3178e-05 1.80227e-05 1.26713e-05 1.61362e-05 2.13999e-05 1.23907e-05 1.42249e-05 1.08624e-05 9.31187e-06 3.01077e-05 2.45692e-05 2.02682e-05 8.91688e-06 8.31901e-06 1.32624e-05 1.28209e-05 1.18258e-05 1.49596e-05 1.05096e-05 9.08513e-06 8.03344e-06
threshold=0.056520000000000008 0.63397500000000007 0.10293500000000001 0.107145 -0.14794999999999997 1.0000000180025095e-35 0.10752500000000002 0.11562500000000002 -0.045649999999999989 0.10171500000000001 0.084020000000000011 0.63636000000000015 0.10920500000000001 0.11039500000000001 -0.057544999999999992 0.086220000000000005 -0.088809999999999986 0.10143000000000001 0.16540500000000002 0.10126500000000001 0.10654500000000001 0.10991500000000003 -0.080114999999999978 0.11648500000000002 0.069910000000000014 0.14445500000000003 -0.083434999999999995 0.035765000000000012 0.076415000000000025 0.11471500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -4 8 -5 -7 -6 10 14 12 -8 -14 -1 16 -16 18 19 20 21 22 24 25 27 26 -24 -15 -27 -18
right_child=-2 -3 3 6 5 7 11 -9 -10 -11 -12 -13 13 17 15 -17 29 -19 -20 -21 -22 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=6.9066806663950391e-05 -4.0081960168722821e-05 6.3639780000812615e-05 3.4009797434464421e-05 0.00011702242980910732 -7.8999565666890709e-05 6.0454547328845367e-05 6.6812242522636166e-05 -0.00010712218292610488 -0.00023110521376241066 9.4049723621638921e-05 -8.9219898716857472e-05 -7.6302776981471908e-05 -9.3604804082133349e-05 -4.318187347962521e-05 -7.1685993123367102e-05 -8.0999421888485642e-05 1.6537479530595046e-06 -5.5934563378859484e-05 0.00012452159582608148 -0.00010393141962016341 9.7911008445159751e-05 4.4883153429672793e-05 6.105289813149284e-05 6.4338666766895094e-05 -0.0001009700766406327 7.7325041638687255e-06 -7.1127391404870929e-06 4.2898403420543263e-05 -7.6756033141366843e-05 5.4629568155084199e-05
leaf_weight=27 23 20 32 21 20 20 35 20 21 27 22 22 25 37 20 21 2214 27 20 22 22 39 40 31 21 20 165 23 35 29
leaf_count=27 23 20 32 21 20 20 35 20 21 27 22 22 25 37 20 21 2214 27 20 22 22 39 40 31 21 20 165 23 35 29
internal_value=0 2.97575e-07 -1.14005e-07 -6.82892e-06 -5.55596e-05 -9.09451e-05 2.27285e-06 -2.33338e-05 -0.000156907 1.92892e-06 8.62801e-07 -1.85342e-06 1.06097e-06 -3.30581e-06 1.72036e-06 9.24233e-07 1.68446e-06 1.19115e-06 4.43829e-06 -8.40093e-07 4.3978e-06 -6.07769e-07 -5.37698e-06 2.51272e-06 -3.37215e-05 -4.85884e-06 6.18787e-06 -1.01844e-05 -4.60329e-05 2.33868e-06
internal_weight=0 3098 3078 718 113 81 605 40 41 2360 2333 584 562 527 2311 2284 2263 502 475 455 433 411 372 291 81 260 205 60 55 2243
internal_count=3121 3098 3078 718 113 81 605 40 41 2360 2333 584 562 527 2311 2284 2263 502 475 455 433 411 372 291 81 260 205 60 55 2243
is_linear=0
shrinkage=0.1


Tree=3789
num_leaves=31
num_cat=0
split_feature=33 9 16 3 11 2 45 1429 156 11 3 16 1 1 43 1 1 16 43 0 1 1 0 1 1374 1 43 49 1 1
split_gain=4.16596e-06 4.61388e-06 1.92651e-05 2.68102e-05 3.56592e-06 5.37432e-06 4.44295e-06 9.2721e-06 1.14036e-05 5.44696e-06 1.86297e-05 1.12904e-05 5.68406e-06 2.42371e-05 1.45043e-05 1.27846e-05 1.99772e-05 2.1108e-05 2.10234e-05 1.80017e-05 1.70983e-05 4.00382e-05 2.75286e-05 1.44885e-05 1.00311e-05 1.05704e-05 4.93102e-05 2.73471e-05 2.74326e-05 3.36348e-05
threshold=-0.044254999999999996 0.088235000000000022 -0.056919999999999991 -0.0043399999999999992 -1.0000000180025095e-35 -0.080614999999999978 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.092630000000000018 -0.22605499999999998 0.6352000000000001 0.10293500000000001 0.10389500000000002 -0.24021999999999996 0.096255000000000021 0.096860000000000016 0.037555000000000005 -0.016814999999999997 -0.23194499999999998 0.094090000000000021 0.093400000000000025 -0.076899999999999982 0.092390000000000014 -0.096434999999999979 0.085475000000000009 0.060960000000000007 -0.068409999999999985 0.086105000000000015 0.089105000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 7 -7 9 11 -11 12 15 -14 -15 19 -17 18 -18 -9 21 23 -22 24 -21 -26 27 -27 -29 -30
right_child=1 2 -4 -5 5 6 -8 8 -10 10 -12 -13 13 14 -16 16 17 -19 -20 20 22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=4.3362081752010539e-05 -3.8968634093496647e-05 8.0215652301178679e-06 4.9442206297747113e-05 -0.00015028718928988382 4.0690516305568799e-05 -6.822260620538145e-05 3.129519544826407e-05 9.4349737155425826e-05 7.5349756662035369e-05 -0.00010911159639817926 8.6112504283025875e-06 5.5093804556580276e-05 -0.00010586969694122673 7.2570320211841883e-05 -8.6688915177403133e-06 0.00011963473693454449 3.1137582273604241e-05 7.9051809585838458e-05 -8.4396758386771713e-05 -5.4419781240126622e-05 -0.00012572233423010663 0.00013789850033520321 1.328938438307197e-05 -6.2895967200372093e-05 -1.8445180747682428e-06 0.00013801538956282786 -0.00012140615276028098 0.00013365595647428565 -3.2294858086673663e-05 4.6375771857264764e-05
leaf_weight=22 23 23 22 20 33 20 45 20 20 20 41 37 25 23 494 22 36 33 28 33 28 21 29 37 1681 22 23 20 98 122
leaf_count=22 23 23 22 20 33 20 45 20 20 20 41 37 25 23 494 22 36 33 28 33 28 21 29 37 1681 22 23 20 98 122
internal_value=0 -3.07831e-07 -2.66695e-05 -6.56104e-05 2.56938e-07 5.56569e-07 1.11834e-07 -3.66601e-07 9.9283e-08 -4.20942e-07 -2.99864e-05 2.15885e-07 -5.10585e-07 -9.7049e-06 -5.05477e-06 1.70128e-06 3.3601e-05 1.40882e-05 -1.94087e-05 -7.75746e-08 -9.70927e-07 5.26152e-07 -5.49971e-05 -8.90754e-07 2.56917e-07 1.17468e-06 1.89827e-05 3.13069e-05 2.15253e-05 1.13316e-05
internal_weight=0 3099 65 43 3034 3011 2978 2933 2913 2893 61 2832 2795 542 517 2253 119 97 64 2134 2114 2057 57 2036 1999 1966 285 262 240 220
internal_count=3121 3099 65 43 3034 3011 2978 2933 2913 2893 61 2832 2795 542 517 2253 119 97 64 2134 2114 2057 57 2036 1999 1966 285 262 240 220
is_linear=0
shrinkage=0.1


Tree=3790
num_leaves=31
num_cat=0
split_feature=156 475 132 1203 394 50 130 121 1 44 3 1428 474 105 33 33 3 1454 1452 1209 15 52 3 0 15 12 3 133 160 159
split_gain=4.50977e-06 6.81898e-06 4.01743e-06 0.000106065 4.77781e-05 2.11481e-05 3.95404e-06 6.13286e-06 4.50567e-06 4.20131e-06 1.23917e-05 6.73207e-06 7.3971e-06 4.12277e-06 8.47452e-06 5.40944e-06 3.80486e-06 1.26056e-05 1.04884e-05 9.02784e-06 9.60038e-06 1.06496e-05 1.49177e-05 1.6628e-05 9.47724e-06 1.37334e-05 2.93893e-05 2.12435e-05 1.01062e-05 9.13619e-06
threshold=0.3248100000000001 0.13528000000000004 -0.083284999999999984 0.089480000000000018 0.12358500000000001 0.10022000000000002 -0.22699999999999995 -0.081149999999999986 0.16540500000000002 0.084760000000000016 0.10299500000000002 -0.071779999999999997 -0.33653499999999997 1.0000000180025095e-35 -1.0000000180025095e-35 0.085305000000000006 -0.094874999999999987 0.08950000000000001 -0.069739999999999983 -1.0000000180025095e-35 0.101845 -0.018574999999999998 -0.10831999999999999 -0.080434999999999993 -0.043924999999999992 0.089085000000000011 -0.11255999999999998 0.083950000000000011 -1.0000000180025095e-35 0.10779000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -4 -8 9 11 -11 -9 -13 14 -14 16 17 19 -18 -16 21 22 29 -24 -23 27 -27 28 -26 -21
right_child=-2 -3 4 -5 -6 -7 7 8 -10 10 -12 12 13 -15 15 -17 18 -19 -20 20 -22 24 23 -25 25 26 -28 -29 -30 -31
leaf_value=1.265324601268412e-06 -4.4117121370104347e-05 5.7117697239543e-05 -4.1267104983410762e-05 0.00022666466602458968 -0.00015507713538681856 -0.00010721898483097904 4.19633677769785e-05 -4.908228334638157e-05 -4.5234913142683749e-05 -2.8164392424514521e-05 7.7441292931325741e-05 5.6673984142000103e-05 5.8039552794070912e-05 -4.154070935934821e-05 -5.9043800103522489e-05 -4.3409417249394809e-05 -6.2498870530751973e-05 8.6124761655810285e-05 -8.9377836602318975e-07 -1.4346771367454895e-05 -5.750325424395712e-05 -3.7747384828720383e-06 -2.8925029023825615e-05 8.5533997153106609e-05 3.2270032609275124e-05 0.00014806596099030381 8.0915309930181448e-06 9.5532823014882922e-05 -5.4080829464841048e-05 -8.8993071053664613e-05
leaf_weight=177 23 21 23 21 20 20 35 28 22 20 25 23 25 24 21 29 28 20 2126 91 21 67 22 30 23 30 30 23 33 20
leaf_count=177 23 21 23 21 20 20 35 28 22 20 25 23 25 24 21 29 28 20 2126 91 21 67 22 30 23 30 30 23 33 20
internal_value=0 3.27531e-07 -6.00525e-08 1.30254e-05 -1.05783e-06 -9.74831e-06 2.71999e-08 3.64476e-07 -1.59063e-07 2.00368e-07 3.05054e-05 -3.02111e-07 2.06394e-07 -2.8131e-07 9.39177e-08 -4.60268e-07 2.15602e-08 8.59832e-06 -1.69459e-06 4.82574e-06 8.26487e-06 1.20078e-05 -7.09048e-06 3.7109e-05 2.71195e-05 4.2011e-05 7.80787e-05 1.46177e-05 -1.86153e-05 -2.77966e-05
internal_weight=0 3098 3077 218 2859 197 2839 2816 2781 2759 45 2714 2686 2663 2639 2614 2585 431 2154 411 390 369 163 52 206 139 60 79 56 111
internal_count=3121 3098 3077 218 2859 197 2839 2816 2781 2759 45 2714 2686 2663 2639 2614 2585 431 2154 411 390 369 163 52 206 139 60 79 56 111
is_linear=0
shrinkage=0.1


Tree=3791
num_leaves=31
num_cat=0
split_feature=16 472 2 475 155 124 124 34 13 34 11 1 49 46 45 155 2 16 16 2 457 0 52 160 0 16 16 403 403 401
split_gain=3.66019e-06 1.63009e-05 1.47157e-05 3.3207e-05 1.13741e-05 4.49495e-06 1.52015e-05 8.39462e-06 1.24579e-05 1.03067e-05 9.52255e-06 8.28507e-06 1.34979e-05 5.10605e-06 1.42653e-05 4.67314e-06 1.47155e-05 4.72573e-06 1.30112e-05 3.43833e-05 1.42012e-05 1.98162e-05 1.32321e-05 1.77789e-05 1.19311e-05 4.27541e-05 4.67619e-05 7.09011e-05 4.53161e-05 3.92084e-05
threshold=0.62682500000000008 -0.38234499999999999 0.11093500000000002 -0.011519999999999997 0.11854500000000001 -0.086944999999999981 -0.087424999999999989 -0.084564999999999987 -0.085584999999999981 -0.057544999999999992 -1.0000000180025095e-35 0.093575000000000019 -0.028954999999999998 0.10253500000000002 0.081955000000000014 0.104145 0.10467500000000002 -0.084119999999999986 -0.08595499999999999 0.086285000000000014 0.11612500000000002 -0.26343999999999995 -0.083374999999999991 0.10580000000000002 -0.083804999999999977 -0.088159999999999988 -0.090054999999999982 -0.062634999999999982 -0.019354999999999994 0.091505000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 11 8 -7 -9 -11 -1 -13 14 15 17 -17 18 20 -20 21 -12 -23 24 25 26 -24 -28 -27 -26
right_child=1 2 -4 -5 -6 7 -8 9 -10 10 13 12 -14 -15 -16 16 -18 -19 19 -21 -22 22 23 -25 29 28 27 -29 -30 -31
leaf_value=4.9068329135479869e-05 -9.9550546874525042e-05 -4.7453704391955403e-05 -4.4468131090980026e-05 0.00013477422704454511 6.0871585247373479e-05 1.5238068845064847e-05 9.880849999944985e-05 5.311043817073369e-05 -9.0649101268354575e-05 -6.9493962146225383e-05 -9.219900630705525e-05 -8.3395787043541325e-05 1.8572544585073476e-05 -4.5235775760374961e-05 7.5357992129283964e-05 1.6273754289582503e-05 -9.2184400347667354e-05 3.20105417274231e-06 1.3350419342584377e-05 -0.00014019810012541711 8.0780972493812444e-05 6.836682517202392e-05 -9.7240613554337345e-06 -8.7134467758005489e-05 4.1409519224217044e-06 -1.0751272793640966e-05 -4.4434324705174995e-05 0.0002005598242922807 -0.00021456439044413857 0.00014564968994157178
leaf_weight=25 20 20 36 20 31 20 20 36 25 20 25 21 34 25 25 29 22 1717 35 25 20 26 527 25 178 24 21 27 20 22
leaf_count=25 20 20 36 20 31 20 20 36 25 20 25 21 34 25 25 29 22 1717 35 25 20 26 527 25 178 24 21 27 20 22
internal_value=0 -1.92235e-05 1.91523e-06 4.36603e-05 6.10063e-07 -1.38872e-08 2.08303e-05 -7.34144e-07 -4.35881e-05 -5.72641e-08 -7.3769e-07 1.33579e-06 -2.03608e-05 -2.45343e-07 1.61002e-07 -5.24352e-07 -3.05121e-05 4.37669e-08 -5.5163e-06 -5.06281e-05 -2.55814e-06 -4.42047e-06 -1.8981e-06 -4.06266e-06 -1.52689e-06 -8.38757e-06 -1.11754e-06 9.33749e-05 -0.000103394 1.97069e-05
internal_weight=0 96 76 40 3025 2994 100 2894 45 2849 2813 80 55 2793 2768 2743 51 2692 975 60 915 895 870 844 819 619 575 48 44 200
internal_count=3121 96 76 40 3025 2994 100 2894 45 2849 2813 80 55 2793 2768 2743 51 2692 975 60 915 895 870 844 819 619 575 48 44 200
is_linear=0
shrinkage=0.1


Tree=3792
num_leaves=31
num_cat=0
split_feature=33 9 16 15 34 11 2 393 147 1 447 0 45 1429 1426 1428 473 474 2 12 40 120 148 1446 1213 484 52 481 403 2
split_gain=3.58589e-06 3.79319e-06 1.59806e-05 4.62127e-06 3.71402e-06 3.99445e-06 4.52781e-06 3.3698e-06 3.20844e-06 1.84073e-05 9.72988e-06 5.13319e-06 6.01773e-06 7.26856e-06 2.18661e-05 5.26951e-06 1.16143e-05 8.40357e-06 1.72792e-05 5.40365e-06 4.34167e-06 9.23809e-06 4.47154e-06 4.75591e-06 3.69125e-05 3.4201e-05 5.4138e-05 5.09078e-05 1.44852e-05 3.54545e-05
threshold=-0.044254999999999996 0.088235000000000022 -0.059624999999999991 -0.41942499999999994 -0.08786999999999999 -1.0000000180025095e-35 -0.080614999999999978 0.12679500000000002 0.095485000000000014 0.10781 0.089395000000000016 -0.26343999999999995 0.084355000000000013 -0.23752499999999996 -0.089244999999999977 -0.071779999999999997 -1.0000000180025095e-35 -0.090259999999999993 0.10613000000000002 -0.14757499999999998 -0.24290999999999999 0.090440000000000006 -0.086074999999999985 0.083715000000000026 0.04198000000000001 -0.085034999999999986 -0.015539999999999998 -0.084999999999999992 -0.54448499999999989 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 -7 8 10 -10 11 -8 13 -13 -15 -16 -17 18 -18 -19 -21 22 -22 28 25 26 -25 -27 29 -24
right_child=1 2 -4 -5 5 6 7 -9 9 -11 -12 12 -14 14 15 16 17 19 -20 20 21 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=4.023012605268212e-05 4.213517814129037e-05 -1.9015624881528009e-05 -8.8995725036511431e-05 4.8150139336939906e-05 -4.2520318278217353e-05 4.2625739413779228e-05 4.7887071824251595e-05 3.3810531925249463e-05 9.2141268159257777e-05 -2.3690979501492731e-05 -5.0519486877676219e-05 -6.1183601355878641e-05 4.1210992854115939e-05 0.00010097202515074362 -4.9123234424294664e-05 7.4867905568680738e-05 4.7300841528982242e-06 -3.983825954492204e-05 -0.00010900763455455572 -4.6696563294972293e-05 3.929227289875469e-05 6.7775838178931746e-05 -0.00011761469967578624 2.1651458464825389e-05 0.000142613392417843 0.00016350583146876571 -0.00019422418521398434 2.5509146733635013e-07 -1.0521519156879786e-06 5.1118880001013175e-05
leaf_weight=22 21 21 24 20 22 25 22 29 23 34 39 20 34 21 23 20 34 35 22 20 28 20 33 26 20 22 21 145 2255 20
leaf_count=22 21 21 24 20 22 25 22 29 23 34 39 20 34 21 23 20 34 35 22 20 28 20 33 26 20 22 21 145 2255 20
internal_value=0 -2.8559e-07 -2.4188e-05 1.37482e-05 2.26493e-07 -6.56022e-08 2.46669e-07 -1.10538e-07 -4.45475e-07 2.30483e-05 -9.10457e-07 -2.29446e-07 -6.04957e-07 -1.11546e-06 -6.80967e-07 -1.45892e-06 -1.05603e-06 -1.61822e-06 -3.99526e-05 -8.06603e-07 -2.8319e-07 7.52142e-08 -4.51639e-07 -8.89416e-07 1.26949e-05 5.53021e-07 -7.48036e-05 2.17612e-05 -2.26669e-06 -5.39417e-05
internal_weight=0 3099 65 41 3034 3013 2991 2966 2937 57 2880 2841 2819 2785 2765 2744 2721 2701 56 2645 2610 2590 2570 2542 234 214 47 167 2308 53
internal_count=3121 3099 65 41 3034 3013 2991 2966 2937 57 2880 2841 2819 2785 2765 2744 2721 2701 56 2645 2610 2590 2570 2542 234 214 47 167 2308 53
is_linear=0
shrinkage=0.1


Tree=3793
num_leaves=31
num_cat=0
split_feature=132 1185 1203 48 132 15 3 2 12 1212 131 131 1208 1208 1210 1210 402 1213 1211 1211 401 128 128 0 129 394 402 401 402 4
split_gain=3.26026e-06 2.8725e-05 1.30761e-05 3.29992e-06 6.89323e-06 8.91289e-06 7.69157e-06 5.45792e-06 5.37255e-06 3.14464e-06 4.35147e-06 4.49719e-06 3.91714e-06 9.35525e-06 1.25651e-05 7.53143e-06 5.31978e-06 6.60978e-06 7.92298e-06 9.54093e-06 6.45571e-06 5.83366e-06 6.07912e-06 1.83867e-05 1.18862e-05 6.30209e-06 5.94557e-06 1.41204e-05 2.3104e-05 5.22736e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.086125000000000021 -0.41127499999999995 -0.059484999999999989 -0.042499999999999989 0.10045500000000002 0.089210000000000025 0.15049500000000002 0.13834500000000002 0.12681500000000004 0.11332500000000002 0.10233500000000001 -0.14310999999999999 -0.094799999999999982 0.13628000000000004 0.51258500000000007 0.12162000000000002 0.10326000000000002 0.12053500000000002 0.11876500000000001 0.10332500000000001 -0.082084999999999977 0.10311000000000002 -0.10421499999999999 -0.46726499999999999 -1.0000000180025095e-35 -0.16927999999999996 -0.067104999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -6 10 11 12 13 14 -3 -16 17 18 19 20 21 22 24 -24 25 -17 -27 -28 -29 -30
right_child=1 9 -4 -5 6 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=8.3639464559209531e-05 0.00011742549060207758 -6.1167087330955624e-05 -7.6902070698755176e-05 -3.5814603087111697e-05 4.2554020693602259e-06 -9.6379446040373297e-06 -6.5940437871176975e-05 4.8727333123679279e-05 -5.470524996781023e-05 -3.6002271129594496e-05 4.5700091244985484e-05 -4.0606091025044528e-05 -3.8232743435610947e-05 5.7263608913013623e-05 5.7893188078077915e-05 -4.9621292251126414e-05 4.9398861433887354e-05 5.7295626295399425e-05 -5.7604803919275584e-05 5.2742816521512232e-05 -5.7171109947375957e-05 5.1137166519765745e-05 -0.00010351644657269143 1.8648535257982856e-05 6.2677870422097242e-05 5.4172478121472524e-05 -7.3874029822736001e-05 0.00010725033336711931 -7.4059758063766074e-06 2.5840012970600882e-06
leaf_weight=21 21 33 27 26 68 20 20 20 20 24 21 27 26 29 23 26 22 20 24 34 20 22 22 28 30 20 26 20 778 1603
leaf_count=21 21 33 27 26 68 20 20 20 20 24 21 27 26 29 23 26 22 20 24 34 20 22 22 28 30 20 26 20 778 1603
internal_value=0 8.94405e-07 -1.16796e-05 -2.64877e-06 2.45367e-06 3.81383e-05 -8.97656e-06 1.57231e-06 -9.14475e-06 4.41088e-08 3.47232e-07 1.10476e-08 4.01875e-07 7.63206e-07 1.676e-07 9.12282e-07 4.25989e-07 2.29197e-08 -4.08838e-07 1.13301e-07 -5.76258e-07 -1.36686e-07 -5.78529e-07 -3.51041e-05 1.11154e-07 -6.47844e-07 -1.27488e-07 -5.74954e-07 2.18789e-07 -6.80258e-07
internal_weight=0 2899 222 195 169 41 128 108 88 2878 2854 2833 2806 2780 2751 2718 2695 2673 2653 2629 2595 2575 2553 50 2503 2473 2447 2427 2401 2381
internal_count=3121 2899 222 195 169 41 128 108 88 2878 2854 2833 2806 2780 2751 2718 2695 2673 2653 2629 2595 2575 2553 50 2503 2473 2447 2427 2401 2381
is_linear=0
shrinkage=0.1


Tree=3794
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 132 402 402 133 402 402 403 2 402 403 1209 403 1209 1212 1212 2 1212 1213 1210 1210 1185 1185 43 43 43 12
split_gain=3.80023e-06 9.65124e-05 5.07274e-05 1.98624e-05 3.68988e-06 3.60534e-06 4.17495e-06 6.87679e-06 3.72833e-05 1.07462e-05 3.37239e-06 3.2926e-05 3.73137e-05 1.17061e-05 5.33747e-06 5.38064e-06 1.04541e-05 3.74986e-06 4.51238e-05 2.33052e-05 1.41058e-05 5.76692e-06 8.02883e-06 5.56977e-06 4.09111e-06 1.1022e-05 5.81689e-06 3.6487e-05 3.23569e-05 3.07504e-05
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 -0.050879999999999988 -0.52461999999999986 -0.46900499999999995 0.51114000000000004 -0.45015499999999992 -0.26616499999999993 -0.53960999999999981 0.083715000000000026 0.090045000000000014 -0.52800499999999995 -0.092099999999999987 0.55673500000000009 -0.069599999999999981 -0.089544999999999986 -0.064959999999999976 0.087675000000000017 -1.0000000180025095e-35 -0.24064499999999997 -0.094799999999999982 -0.081369999999999984 0.085905000000000009 0.090595000000000009 -0.011694999999999999 -0.0087399999999999995 -0.029804999999999995 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 -7 9 -9 -8 11 -11 -13 -12 -15 16 -16 19 -19 -18 -20 -22 -23 -24 26 -26 28 -28 -25 -30
right_child=2 -3 4 -5 5 6 7 8 -10 10 13 12 -14 14 15 -17 17 18 20 -21 21 22 23 24 25 -27 27 -29 29 -31
leaf_value=2.2172760649147028e-06 -0.0001522302264757772 0.00022210447000361457 3.7698614155837837e-05 -0.00010285817485055303 -4.2453515852685087e-05 4.258578084535776e-05 7.0147269637097702e-05 -0.00012382805893699139 3.5248636164824885e-05 0.00010513634881915226 -5.8036922893214593e-05 6.0331322893034666e-05 -0.00013283611893712076 4.7122496289375705e-05 6.0946837935002156e-05 -4.8406377153815303e-05 -1.5158255986794497e-05 -0.00015078192001965365 8.1641676886300997e-05 0.0001009610605397029 -4.5790046598475397e-05 5.5124958236354776e-05 -5.0830822940704161e-05 -1.1035375399348489e-07 8.3192946563247542e-05 -1.1934500328387568e-05 -0.00010574451185271352 -3.0385915600489055e-06 -1.187036617193371e-05 0.00013169524038833489
leaf_weight=179 22 20 26 20 20 23 22 26 34 28 35 20 20 24 28 23 56 20 21 25 28 26 22 1322 21 29 36 883 25 37
leaf_count=179 22 20 26 20 20 23 22 26 34 28 35 20 20 24 28 23 56 20 21 25 28 26 22 1322 21 29 36 883 25 37
internal_value=0 1.27024e-05 -9.5858e-07 -8.34307e-06 1.96967e-07 -1.44674e-07 1.53907e-07 -1.93277e-07 -3.36846e-05 5.37177e-07 -2.39889e-08 2.19665e-05 -3.62524e-05 -5.8594e-07 1.79781e-07 -2.53203e-07 1.76236e-07 -4.90788e-07 -1.18509e-06 2.0681e-05 3.6112e-08 -6.69412e-07 -1.43223e-07 -7.48265e-07 -2.80004e-07 2.8019e-05 -8.94399e-07 -7.06189e-06 3.20092e-06 7.38059e-05
internal_weight=0 219 2902 199 2880 2854 2834 2811 60 2751 2729 68 40 2661 2626 2602 2579 2551 2470 81 2450 2429 2401 2375 2353 50 2303 919 1384 62
internal_count=3121 219 2902 199 2880 2854 2834 2811 60 2751 2729 68 40 2661 2626 2602 2579 2551 2470 81 2450 2429 2401 2375 2353 50 2303 919 1384 62
is_linear=0
shrinkage=0.1


Tree=3795
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1203 0 12 12 399 96 33 39 34 97 33 44 158 159 159 159 43 159 483 42 3 159 159 14 14 1428
split_gain=3.28852e-06 3.04646e-05 8.63244e-06 8.81378e-06 3.74105e-06 4.62506e-06 7.45065e-06 4.61148e-06 9.82067e-06 2.96047e-06 3.61051e-06 9.6776e-06 8.68507e-06 3.44416e-05 1.10794e-05 4.3726e-06 1.44219e-05 4.69702e-06 1.60518e-05 1.92698e-05 1.27717e-05 1.02802e-05 1.01856e-05 2.40819e-05 1.02876e-05 5.7346e-06 8.63389e-06 5.37378e-06 2.01629e-05 1.59348e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.087520000000000014 -0.09515499999999999 0.11418000000000002 0.087505000000000013 0.087955000000000019 0.090365000000000015 0.085305000000000006 0.082325000000000023 -0.057544999999999992 -0.079444999999999988 -1.0000000180025095e-35 0.099360000000000018 -0.47356499999999996 -0.10909999999999999 -0.092414999999999983 -0.088129999999999986 -0.078139999999999973 -0.085179999999999992 0.11517500000000001 0.096450000000000022 -0.072894999999999988 -0.26590999999999992 -0.47354999999999997 -0.23960999999999996 -0.41348999999999997 -0.071779999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7 -9 10 12 -12 13 -3 -14 16 -16 20 -19 -20 25 -21 23 24 -22 26 -18 28 -23 -29
right_child=1 9 -4 -5 -6 6 -8 8 -10 -11 11 -13 14 -15 15 -17 17 18 19 21 22 27 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=2.836044200064082e-05 0.0001209059629001699 -1.6877348781762472e-05 -6.7084625285133374e-05 -6.5939687677503883e-05 3.7619609681244658e-05 -2.3478220646211413e-05 -6.0249124527007763e-05 7.298194628847775e-05 -1.8962007682323299e-05 -3.7386764874792705e-05 -7.9150715064315593e-05 1.696228008437505e-05 -7.423248076520395e-05 0.0001452471743687056 7.501465823644629e-05 -3.687546831638282e-05 -4.0394714646522932e-06 6.8558720491377514e-05 -9.0746496330804962e-05 5.8435700696962507e-05 1.693957714120519e-05 -4.3871206980838912e-06 2.3263952575887189e-05 -0.00014807705186854037 -5.9858304519218878e-05 -1.8284899538735369e-05 8.4555056442199702e-05 -8.511033672468991e-05 0.00010752990677825767 4.0143611463165302e-07
leaf_weight=35 21 38 25 21 26 42 26 21 26 21 20 22 20 20 26 31 22 35 23 31 33 60 23 20 37 27 22 22 22 2303
leaf_count=35 21 38 25 21 26 42 26 21 26 21 20 22 20 20 26 31 22 35 23 31 33 60 23 20 37 27 22 22 22 2303
internal_value=0 8.98271e-07 -1.17301e-05 -4.70539e-06 2.60097e-06 -3.46892e-06 -1.31561e-05 6.01387e-07 2.21193e-05 2.26068e-08 2.97579e-07 -2.88058e-05 7.31804e-07 3.90277e-05 -7.38395e-08 4.68058e-07 8.95866e-07 1.76803e-07 1.31346e-06 3.5711e-07 -1.52422e-05 1.21658e-06 -3.61259e-05 -5.13032e-05 -2.36536e-05 1.79951e-05 4.02578e-05 4.79647e-07 2.56394e-05 -4.07708e-07
internal_weight=0 2899 222 197 176 150 115 89 47 2878 2857 42 2815 58 2757 2737 2706 2680 2496 2461 184 2438 113 90 70 71 44 2407 82 2325
internal_count=3121 2899 222 197 176 150 115 89 47 2878 2857 42 2815 58 2757 2737 2706 2680 2496 2461 184 2438 113 90 70 71 44 2407 82 2325
is_linear=0
shrinkage=0.1


Tree=3796
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 48 132 15 2 13 130 105 33 45 11 33 49 475 15 133 2 49 151 12 3 12 43 48 3 49
split_gain=3.75435e-06 9.90923e-05 4.80959e-05 2.52212e-05 3.67289e-06 5.47391e-06 8.59871e-06 5.82502e-06 3.72627e-06 5.92196e-06 5.13142e-06 3.59732e-06 7.44975e-06 3.68704e-06 1.76199e-05 5.56373e-06 3.43365e-06 2.3416e-05 3.5389e-05 1.04253e-05 1.51592e-05 1.39723e-05 1.01908e-05 1.1804e-05 2.55838e-05 2.36514e-05 1.71938e-05 1.00955e-05 1.72821e-05 8.22883e-06
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.086035000000000014 -0.41127499999999995 -0.093959999999999988 0.085235000000000019 -0.0093149999999999986 0.087020000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 0.094030000000000016 -0.014494999999999999 0.085305000000000006 0.096415000000000015 -0.085774999999999976 -0.026084999999999994 0.097125000000000003 0.10060500000000001 0.12595000000000003 -0.52488999999999986 0.090285000000000018 -0.089089999999999989 0.08598500000000002 -0.078139999999999973 0.10557500000000002 -0.0087149999999999988 0.092185000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -8 9 -9 -10 12 -4 14 -14 16 29 -18 19 22 -21 -22 -19 25 -25 27 -26 28 -24 -16
right_child=2 -3 11 -5 -6 -7 7 8 10 -11 -12 -13 13 -15 15 -17 17 18 -20 20 21 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=6.4275886816176351e-05 -0.00014824851338992383 0.00020898947613718716 5.3818673264826287e-05 -0.0001168306193267199 4.0921913664316808e-05 -5.1112850321390267e-05 -5.5818504442868288e-05 1.3036124825399991e-05 6.2247572786873205e-05 -5.7213188756577442e-05 -6.3367042722954172e-06 -3.4274903112721709e-05 9.1725341986776104e-05 -3.048980198890114e-05 7.0819328833599463e-07 -4.3051754984541429e-05 -0.00011422113944718148 -6.939647646504454e-05 0.00010677497538617227 -0.00011977570601629851 -6.9922905207092239e-05 3.2784816074935306e-05 -8.0204540572594859e-05 -0.00012170017129392364 8.4338248889253016e-05 8.9167192895845993e-05 -3.1891611228534857e-05 5.0420924509082749e-05 3.9802853934816084e-05 4.2111349398046334e-05
leaf_weight=20 22 23 26 20 21 21 20 30 20 20 24 30 21 39 2360 30 20 20 27 20 26 27 30 20 20 39 35 21 20 49
leaf_count=20 22 23 26 20 21 21 20 30 20 20 24 30 21 39 2360 30 20 20 27 20 26 27 30 20 20 39 35 21 20 49
internal_value=0 1.26255e-05 -9.52781e-07 -1.04173e-05 1.67516e-06 -3.64214e-06 3.7973e-06 -6.81298e-06 3.61373e-06 -1.50636e-05 2.4838e-05 1.72395e-07 5.34998e-07 4.44256e-08 4.72014e-07 -2.213e-07 2.48676e-07 -9.39973e-06 -2.52619e-06 -1.31418e-05 -4.55934e-05 -1.76001e-05 -1.58582e-06 5.74506e-06 -2.48459e-05 2.66026e-05 1.03738e-05 -7.76394e-06 -3.22016e-05 1.55035e-06
internal_weight=0 219 2902 196 176 155 134 114 94 50 44 2880 2850 2824 2785 2764 2734 325 305 278 73 53 205 185 75 110 55 71 50 2409
internal_count=3121 219 2902 196 176 155 134 114 94 50 44 2880 2850 2824 2785 2764 2734 325 305 278 73 53 205 185 75 110 55 71 50 2409
is_linear=0
shrinkage=0.1


Tree=3797
num_leaves=31
num_cat=0
split_feature=33 9 3 132 1185 1203 158 44 0 1426 157 1429 3 155 1429 475 51 484 13 13 1371 52 0 474 151 160 15 13 2 12
split_gain=3.3855e-06 4.78713e-06 1.34411e-05 3.41385e-06 3.19733e-05 1.44156e-05 3.15036e-06 4.53395e-06 5.01074e-06 4.4358e-06 1.55946e-05 6.13702e-06 1.38804e-05 6.45441e-06 6.36952e-06 6.51987e-06 4.05429e-06 3.78353e-05 6.96119e-05 2.07335e-05 1.23657e-05 1.14941e-05 1.89551e-05 1.01076e-05 7.96461e-06 7.2258e-06 2.07035e-05 1.21483e-05 1.20269e-05 1.92798e-05
threshold=-0.009184999999999997 0.089995000000000006 -0.014944999999999998 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.47382999999999992 0.084760000000000016 -0.10011499999999998 -0.052649999999999995 -0.0048549999999999991 -0.069929999999999978 -0.082154999999999992 0.14547000000000002 -0.0091699999999999993 0.058495000000000012 -0.085604999999999987 0.085790000000000019 -0.061684999999999997 -0.074519999999999989 0.083235000000000017 -0.020999999999999994 -0.074479999999999977 0.085500000000000007 -0.54526999999999981 -0.016279999999999996 -0.065449999999999994 -0.063184999999999977 0.11448000000000001 0.093765000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -6 9 -9 10 -8 12 -11 14 -13 16 17 19 -19 21 24 22 -16 25 -18 26 -21 -27 29 -29
right_child=1 2 -4 4 6 -7 7 8 -10 11 -12 13 -14 -15 15 -17 20 18 -20 23 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-3.2882360767783419e-05 -2.6109862381379676e-06 -1.4511538690633396e-05 8.0626640030661496e-05 0.0001236402233882386 -3.5553481779061263e-05 -8.0674182842173023e-05 1.8349690376893589e-05 6.8934189839637839e-05 -1.0046319186498988e-06 9.7295740644247941e-05 -8.9020121511869859e-05 -5.0210318512164616e-05 -4.4941428633457098e-06 5.6063685843810165e-05 0.00015374407888884891 4.4391309302227455e-05 -6.3332095232908618e-05 -0.00023579747052281165 1.0349088876906279e-05 7.4699069479650533e-05 5.702300035122072e-05 -8.8217674829138566e-06 1.9232122890984601e-05 5.3192211652501665e-05 6.4371427671336332e-08 -0.00010052706956313078 -5.0324265908717213e-05 -8.0736702037266584e-05 3.7379638888523915e-05 1.9431394952279693e-05
leaf_weight=31 191 33 27 21 25 27 31 20 21 21 24 26 37 20 20 32 20 20 27 26 38 20 22 21 2164 22 27 46 28 33
leaf_count=31 191 33 27 21 25 27 31 20 21 21 24 26 37 20 20 32 20 20 27 26 38 20 22 21 2164 22 27 46 28 33
internal_value=0 3.29885e-07 2.83006e-05 -2.23992e-07 7.106e-07 -1.22794e-05 -2.14346e-07 1.05061e-07 3.31119e-05 -3.91555e-07 -2.85026e-05 1.87511e-07 3.23608e-05 -5.26904e-07 -9.6356e-07 -4.64567e-07 -1.03102e-06 -1.17056e-05 -9.43941e-05 2.95997e-06 4.67836e-07 5.35734e-05 8.32854e-05 -1.24983e-05 -5.16182e-07 -2.0078e-05 1.10079e-05 -3.28498e-05 -1.89348e-05 -3.88943e-05
internal_weight=0 3090 60 3030 2812 218 2791 2766 41 2725 55 2670 58 2612 2592 2566 2534 312 47 265 2222 62 42 203 2184 182 53 129 107 79
internal_count=3121 3090 60 3030 2812 218 2791 2766 41 2725 55 2670 58 2612 2592 2566 2534 312 47 265 2222 62 42 203 2184 182 53 129 107 79
is_linear=0
shrinkage=0.1


Tree=3798
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 13 16 15 0 132 132 156 474 474 1446 50 1427 1427 1371 482 1 482 0 482 13 50 43 4 43 51 480
split_gain=3.67166e-06 9.74883e-05 4.59145e-05 1.17341e-05 4.1307e-06 8.257e-06 6.1933e-06 5.25301e-06 1.12294e-05 3.4157e-06 3.25679e-06 8.00983e-06 5.51457e-06 6.12029e-06 3.82118e-06 3.74103e-06 1.4685e-05 5.81296e-06 5.86278e-06 3.09854e-05 2.65101e-05 1.89136e-05 1.80028e-05 1.58612e-05 7.33881e-06 2.42474e-05 2.74439e-05 4.1039e-05 8.78169e-06 7.19082e-06
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.087075000000000014 -0.051094999999999995 -0.095094999999999985 -0.068899999999999975 -0.073309999999999986 -0.21736499999999997 -0.095229999999999995 0.3248100000000001 0.11381000000000001 0.10970500000000001 -0.093534999999999993 0.14635000000000001 0.096390000000000017 0.089335000000000012 0.08976000000000002 0.098465000000000011 0.16540500000000002 0.089745000000000005 -0.077809999999999976 0.087425000000000017 -0.07965499999999999 -0.099524999999999988 -0.095049999999999982 0.058735000000000009 -0.064334999999999989 -0.42597499999999994 0.11240000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 -7 8 -8 -10 11 12 13 -4 15 16 17 18 19 20 22 23 24 -20 25 -15 27 -27 -26 -30
right_child=2 -3 10 -5 5 6 7 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 28 26 -28 -29 29 -31
leaf_value=3.7977259262333979e-05 -0.00014485898083710876 0.00021213873838364221 5.5366179517477575e-05 -7.3826179970637901e-05 -6.3273379088390035e-05 4.193432358724456e-05 -8.3733663701596455e-05 3.5994767022202725e-05 2.7595924236973388e-05 -2.2704660322806042e-05 -3.7322010235663546e-05 4.5467379599218619e-05 -4.7894225644995458e-05 -7.1857888688100512e-05 -4.1661984885815237e-05 -4.1865394502695254e-05 8.187456577698785e-05 -4.9153136751556309e-05 -3.9563923969727776e-05 0.00012514011466919329 -8.624907137086017e-05 -8.6527638222833056e-05 9.1446907787361522e-05 6.5274231942398568e-05 -6.6505730646895255e-05 0.00018103134924011237 -1.9549105474487243e-05 -2.962518374260981e-06 -5.5113119722378726e-07 5.1348986744415015e-05
leaf_weight=24 22 22 20 25 22 31 21 20 27 27 23 39 24 20 22 21 22 24 31 20 35 32 22 27 20 27 33 22 2369 27
leaf_count=24 22 22 20 25 22 31 21 20 27 27 23 39 24 20 22 21 22 24 31 20 35 32 22 27 20 27 33 22 2369 27
internal_value=0 1.24856e-05 -9.42233e-07 -9.81065e-06 -5.06067e-07 -6.74661e-06 3.12315e-06 -9.54155e-06 -2.16846e-05 2.44563e-06 1.57131e-07 4.58853e-07 -1.64047e-07 2.45948e-07 -1.51458e-07 1.80384e-07 5.03695e-07 -1.57124e-07 2.80829e-07 1.15106e-06 1.88033e-07 -2.48107e-05 1.3791e-06 9.24005e-06 5.92165e-07 2.68666e-05 5.09457e-05 9.84219e-05 -5.17103e-07 3.37199e-08
internal_weight=0 219 2902 197 172 148 126 95 75 54 2880 2857 2818 2794 2774 2752 2731 2709 2685 2595 2575 90 2540 58 2518 102 82 49 2416 2396
internal_count=3121 219 2902 197 172 148 126 95 75 54 2880 2857 2818 2794 2774 2752 2731 2709 2685 2595 2575 90 2540 58 2518 102 82 49 2416 2396
is_linear=0
shrinkage=0.1


Tree=3799
num_leaves=31
num_cat=0
split_feature=1 129 42 1184 1186 42 132 1203 393 50 403 1186 43 1212 1212 1213 1213 1212 128 1212 4 52 128 50 15 12 1213 1213 401 1210
split_gain=4.35129e-06 3.43129e-06 2.39806e-05 9.52924e-06 4.91283e-06 2.44916e-05 8.376e-06 0.000171709 0.000100258 1.97122e-05 6.53874e-06 4.19464e-06 6.90407e-06 3.9355e-06 5.65419e-06 9.71717e-06 1.5868e-05 5.0888e-06 2.43068e-05 1.89258e-05 1.73574e-05 3.56327e-05 4.27116e-06 1.74118e-05 1.51781e-05 1.9531e-05 6.35142e-06 5.24003e-05 3.3211e-05 2.29753e-05
threshold=0.16773500000000005 -0.077709999999999987 -0.015274999999999999 0.089075000000000015 -0.087469999999999978 -0.019989999999999997 -0.083284999999999984 0.089165000000000008 0.11146500000000002 0.10022000000000002 -0.084674999999999986 -0.0046349999999999994 -0.0087399999999999995 0.15049500000000002 0.10321500000000002 -0.020279999999999996 0.12439000000000001 0.087615000000000012 0.088865000000000013 0.085870000000000016 -0.077999999999999986 0.0031350000000000002 0.089745000000000005 0.090630000000000016 -0.069954999999999989 0.094835000000000017 -0.083944999999999978 -0.090764999999999985 0.113945 -0.065959999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 9 11 10 -6 12 -8 14 17 -16 -17 19 20 22 21 -19 26 24 -24 -26 27 29 -28 -13
right_child=-2 3 -4 -5 6 -7 8 -9 -10 -11 -12 13 -14 -15 15 16 -18 18 -20 -21 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=-0.00010793828887038953 -4.3335012805587412e-05 -2.3581325523472127e-05 2.9587279254883472e-05 6.4884550865036038e-05 -3.7335993562869084e-05 0.00010925728818857233 -7.3741733103815932e-05 0.00029706145222007768 -0.00022475489735370504 -0.00010620288323480055 1.1763359776854156e-05 -9.7793017095362063e-05 9.3490204380941575e-06 -4.0765800234942662e-05 7.1955894988301838e-05 -6.9213561473588925e-05 4.5034840226317982e-05 3.4596852250009158e-06 7.8019216589382266e-05 7.3900562549949556e-05 6.4812825880117569e-06 -0.00016712758492212743 1.9542630025171095e-05 4.5590078285574145e-05 -0.00014492028447262863 -1.9519175327365735e-05 6.0207306936335528e-07 0.00015937755171129854 -0.00012575164955272894 1.5505703728043349e-05
leaf_weight=21 23 35 32 23 36 23 20 20 20 20 110 22 20 23 30 20 31 24 20 35 38 25 24 29 23 27 2207 23 21 96
leaf_count=21 23 35 32 23 36 23 20 20 20 20 110 22 20 23 30 20 31 24 20 35 38 25 24 29 23 27 2207 23 21 96
internal_value=0 3.21734e-07 -2.4904e-05 7.60802e-07 2.72766e-07 2.90961e-05 -2.91253e-07 2.02529e-05 -1.66678e-06 -1.30975e-05 -3.4333e-07 -4.90282e-08 -3.21964e-05 4.24074e-07 7.75602e-07 2.67961e-05 2.31545e-07 -3.06954e-08 -2.13877e-05 8.80832e-07 -4.42399e-05 -8.35746e-05 -1.53023e-07 -2.00879e-05 -4.58265e-05 -7.72037e-05 7.13709e-07 2.12963e-05 -5.88873e-07 -5.61779e-06
internal_weight=0 3098 53 3045 3022 58 2964 186 2778 166 146 2758 40 2718 2695 81 51 2614 107 2507 87 49 2472 103 74 50 2369 141 2228 118
internal_count=3121 3098 53 3045 3022 58 2964 186 2778 166 146 2758 40 2718 2695 81 51 2614 107 2507 87 49 2472 103 74 50 2369 141 2228 118
is_linear=0
shrinkage=0.1


Tree=3800
num_leaves=31
num_cat=0
split_feature=393 1 43 43 13 482 1 43 12 12 4 4 129 42 401 132 4 43 15 12 124 124 34 34 9 10 4 4 16 12
split_gain=4.83817e-06 3.45275e-06 3.40135e-06 8.61022e-06 9.73517e-06 8.44519e-06 1.45762e-05 8.65134e-06 1.41356e-05 1.27613e-05 7.70083e-06 1.6801e-05 9.7851e-06 1.85017e-05 2.94531e-05 1.51678e-05 1.02987e-05 8.63661e-06 8.46912e-06 6.57647e-06 4.99364e-06 8.68261e-06 7.53633e-06 1.32479e-05 1.38571e-05 9.20241e-06 7.47242e-06 3.73716e-05 2.39325e-05 1.61302e-05
threshold=0.12069000000000002 0.16773500000000005 -0.095589999999999994 -0.093959999999999988 0.11596500000000001 0.090355000000000005 0.13559000000000002 -0.11278499999999998 0.090020000000000017 0.08598500000000002 0.00063500000000000004 -0.018869999999999994 0.085395000000000013 -0.087819999999999981 0.087895000000000015 0.081465000000000024 -0.085719999999999977 -0.43469499999999994 -0.097454999999999986 0.091200000000000017 -0.086944999999999981 -0.087424999999999989 -0.084564999999999987 -0.057544999999999992 0.091905000000000014 -0.0093599999999999985 0.0045450000000000013 0.0033150000000000007 -0.16927999999999996 -0.010834999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 20 6 7 10 9 -9 11 12 13 14 16 17 -1 19 -12 -15 21 -5 -22 -24 25 -25 27 28 -27 -30
right_child=-2 -3 3 4 -6 -7 -8 8 -10 -11 18 -13 -14 15 -16 -17 -18 -19 -20 -21 22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=2.5538616662541043e-05 3.8683664752170446e-05 -3.9001511275115345e-05 -6.3725242613476107e-05 4.1876006159299953e-06 5.6714667936893389e-05 7.1719187981216241e-05 -7.2139072416694435e-05 5.9577316789641159e-05 9.8315159966996704e-05 -5.2035814442206173e-05 1.8804411229211838e-05 7.9404960366270152e-05 5.5573599170851855e-05 -7.0340441288863072e-06 -0.00014865790100884626 9.6482887758091759e-05 -5.7055584357630537e-05 -3.262004630437915e-05 -5.8078234427452313e-05 7.4061376112695141e-05 -4.8440317457009645e-05 7.8012538068876548e-05 5.9376589947938945e-05 4.922435182379559e-05 -6.5055511575857447e-05 -0.00010329535523396772 6.6229729790316039e-06 -0.00012981453034323448 -5.9849587838319473e-05 -1.027526996496402e-06
leaf_weight=36 32 23 22 66 29 20 23 21 27 20 23 31 28 20 20 21 26 39 38 20 35 21 35 35 35 24 659 24 48 1620
leaf_count=36 32 23 22 66 29 20 23 21 27 20 23 31 28 20 20 21 26 39 38 20 35 21 35 35 35 24 659 24 48 1620
internal_value=0 -4.00737e-07 -1.11168e-07 -1.42532e-06 -9.0438e-07 8.3306e-06 5.10472e-06 9.90636e-06 4.21311e-05 5.13189e-06 2.65045e-06 1.06843e-05 5.39777e-07 -7.92696e-06 -4.31367e-05 2.09451e-05 -9.09766e-06 8.65378e-07 -2.90897e-05 3.35137e-05 -1.54656e-06 2.20074e-05 -2.36135e-06 -1.71104e-06 -2.58551e-06 -1.67827e-06 -2.42841e-06 -5.90444e-06 -4.14685e-06 -2.72025e-06
internal_weight=0 3089 3066 2653 2631 413 393 370 68 41 302 241 210 182 82 100 62 79 61 40 2602 87 2515 2480 2445 2410 2375 1716 1692 1668
internal_count=3121 3089 3066 2653 2631 413 393 370 68 41 302 241 210 182 82 100 62 79 61 40 2602 87 2515 2480 2445 2410 2375 1716 1692 1668
is_linear=0
shrinkage=0.1


Tree=3801
num_leaves=31
num_cat=0
split_feature=132 393 1203 394 1184 16 51 402 160 484 159 133 3 151 16 1 151 16 42 129 1 0 15 13 13 13 0 52 16 16
split_gain=4.8143e-06 3.61451e-05 1.95003e-05 3.73151e-06 1.20286e-05 3.27373e-06 2.44735e-05 1.23376e-05 1.32059e-05 9.59162e-06 3.24419e-05 1.03978e-05 1.12738e-05 1.70793e-05 2.07925e-05 1.83553e-05 1.16564e-05 8.52631e-06 1.04214e-05 8.01703e-06 7.83375e-06 1.00547e-05 2.28293e-05 6.74212e-06 1.61064e-05 1.42032e-05 1.09264e-05 9.00516e-06 9.90163e-06 1.90449e-05
threshold=-0.083174999999999985 0.12069000000000002 0.088820000000000024 -0.12099999999999998 0.088760000000000019 -0.18708499999999997 0.035765000000000012 0.090045000000000014 0.10493500000000001 0.090535000000000018 0.086825000000000013 0.085815000000000016 -0.13309499999999996 -0.10737499999999998 -0.5335399999999999 0.10781 -0.077959999999999988 -0.44310499999999992 0.091465000000000005 -0.080669999999999978 0.098420000000000021 -0.09515499999999999 -0.093959999999999988 -0.096404999999999991 -0.094514999999999988 -0.099939999999999987 0.041630000000000007 0.091275000000000009 -0.08595499999999999 -0.021269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 7 8 9 10 11 12 16 -14 15 -15 -5 18 -13 -7 -16 22 -22 25 -25 26 27 28 -21 -30
right_child=1 -3 -4 4 -6 19 -8 -9 -10 -11 -12 17 13 14 20 -17 -18 -19 -20 23 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-2.9331817888736833e-06 3.3065345664507572e-05 0.00013180511263531766 -9.2205686399081198e-05 -2.7339346390521237e-05 -7.753950383630581e-05 5.8067451202077787e-05 -0.00011301777696990896 -6.4096924785796245e-05 -7.2710319826993245e-05 -4.4283016441940253e-05 0.00011521294349482301 4.7037835071078561e-05 6.4259249957103758e-05 -2.7767151468651722e-05 -6.4678770117357749e-05 -0.00016324893804267051 6.331598959740085e-05 8.3628499032784029e-05 -4.3076220113323963e-05 5.5193831832258258e-05 8.245926109253788e-05 -4.7143936339685195e-05 -4.9870277226463338e-05 -7.7251116076863747e-05 4.7119694882858486e-07 9.8552007184480334e-05 7.2738555172691124e-05 -5.1128983133302038e-05 -7.8724842167223247e-05 2.1699845633125024e-05
leaf_weight=194 34 21 28 23 20 25 21 30 22 33 28 33 20 20 21 20 37 24 21 37 32 26 22 27 2135 20 24 28 26 69
leaf_count=194 34 21 28 23 20 25 21 30 22 33 28 33 20 20 21 20 37 24 21 37 32 26 22 27 2135 20 24 28 26 69
internal_value=0 1.08685e-06 -1.41928e-05 1.33031e-07 -2.60675e-07 2.86626e-07 -7.7142e-06 -2.34679e-06 2.5027e-06 7.09905e-06 1.22844e-05 2.6456e-06 -8.43302e-06 -2.2221e-05 -3.44877e-05 -9.5508e-05 2.85648e-05 3.4035e-05 1.19935e-05 1.73554e-06 -1.03213e-05 3.9476e-06 2.85472e-05 1.14032e-06 -4.99433e-07 1.85185e-05 9.81918e-06 3.81273e-07 1.13077e-05 -5.78481e-06
internal_weight=0 2899 222 2878 2844 2824 433 412 382 360 327 299 221 161 141 40 60 78 54 2391 101 80 54 2366 2162 204 184 160 132 95
internal_count=3121 2899 222 2878 2844 2824 433 412 382 360 327 299 221 161 141 40 60 78 54 2391 101 80 54 2366 2162 204 184 160 132 95
is_linear=0
shrinkage=0.1


Tree=3802
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1 13 13 15 4 45 11 33 16 2 1373 457 1348 12 12 12 0 3 51 51 1213 475 403 47 9 47 1452
split_gain=3.89958e-06 3.08106e-05 1.57953e-05 2.91497e-06 3.5154e-06 9.51437e-06 1.82002e-05 8.58712e-06 5.84296e-06 1.00681e-05 9.89502e-06 5.30677e-06 5.26123e-06 4.83369e-06 7.9417e-06 7.71435e-06 5.74341e-06 2.38149e-05 2.15409e-05 2.58947e-05 2.31752e-05 1.28894e-05 1.53869e-05 1.32495e-05 1.39964e-05 1.11417e-05 1.10513e-05 5.63599e-05 5.08015e-05 1.01008e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.16773500000000005 -0.40078499999999995 -0.17933499999999997 -0.074054999999999996 -0.15289999999999995 0.094030000000000016 -1.0000000180025095e-35 -0.009184999999999997 -0.08595499999999999 0.11728500000000001 -1.0000000180025095e-35 0.11612500000000002 -0.047944999999999995 0.094375000000000014 0.094070000000000015 0.095175000000000023 -0.077809999999999976 -0.047929999999999993 0.092790000000000011 0.11144500000000002 -0.14366999999999999 0.05680000000000001 -0.53255499999999989 0.094160000000000008 0.085355000000000014 0.097480000000000011 0.086765000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 7 6 -6 -3 9 -7 -11 -9 -13 -12 15 -15 17 26 19 -18 21 23 -23 -20 25 -25 27 -17 -28 -27
right_child=1 3 -4 -5 5 8 -8 11 -10 10 13 12 -14 14 -16 16 18 -19 20 -21 -22 22 -24 24 -26 29 28 -29 -30 -31
leaf_value=-2.6398636942552184e-06 0.00012166546688864142 7.2033529605782277e-05 -8.2985112073531912e-05 -3.7946596730762397e-05 1.7815401720740326e-05 7.1558510207978549e-05 -0.00011081437420547116 2.3463175329323287e-05 -4.3505723233465688e-05 -6.3578311437595406e-05 -4.4716282686947483e-05 -6.0150060744490477e-05 1.2384262554405724e-05 -6.1216271569719544e-05 4.6115113539785973e-05 2.3835400297190162e-06 -8.2323519044231433e-07 0.00010976216399285477 -7.013927222163018e-05 -0.00013941471520061336 -0.00010212235161320265 0.00011403243462111625 1.2326160803615281e-05 -6.6273675059034897e-05 -7.7030076962811029e-05 1.2095817196189466e-05 0.00017274159444717781 -0.000158702369596788 6.1020539888745657e-06 -5.9119308016739699e-05
leaf_weight=194 21 23 28 20 22 20 22 58 30 24 23 20 20 20 39 1705 28 21 28 26 22 21 51 21 22 386 21 22 142 21
leaf_count=194 21 23 28 20 22 20 22 58 30 24 23 20 20 20 39 1705 28 21 28 26 22 21 51 21 22 386 21 22 142 21
internal_value=0 9.78168e-07 -1.27735e-05 9.75451e-08 3.63774e-07 -3.7364e-07 -4.64995e-05 1.7044e-05 3.79994e-07 8.74388e-07 3.3951e-07 4.13825e-06 -2.38829e-05 9.25241e-07 1.32961e-06 6.46535e-07 1.13422e-06 3.85743e-06 -7.17897e-06 -6.75525e-05 -1.47938e-06 2.54634e-06 4.19905e-05 -3.39504e-06 7.57936e-07 4.75639e-06 2.68071e-06 3.3149e-07 2.7571e-05 8.42133e-06
internal_weight=0 2899 222 2878 2858 2737 44 121 2693 2663 2643 98 40 2619 2596 2557 2537 1911 626 54 572 550 72 478 450 428 1890 1727 163 407
internal_count=3121 2899 222 2878 2858 2737 44 121 2693 2663 2643 98 40 2619 2596 2557 2537 1911 626 54 572 550 72 478 450 428 1890 1727 163 407
is_linear=0
shrinkage=0.1


Tree=3803
num_leaves=31
num_cat=0
split_feature=47 2 47 1456 483 133 133 49 52 133 16 4 13 52 43 1 148 447 393 124 16 13 147 9 10 0 9 124 50 42
split_gain=3.23681e-06 3.40343e-05 1.49071e-05 6.46559e-06 9.81193e-06 5.96481e-06 7.36064e-06 7.24371e-06 9.53884e-06 7.5188e-06 1.31824e-05 2.29641e-05 1.08715e-05 8.27457e-06 6.11272e-06 6.10706e-06 5.91995e-06 6.42716e-06 5.84587e-06 5.93864e-06 6.065e-06 1.14996e-05 9.51221e-06 8.30119e-06 3.12568e-05 5.997e-06 5.66906e-06 5.66772e-06 5.37672e-06 2.35157e-05
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.079429999999999987 -1.0000000180025095e-35 -0.14757499999999998 -0.054584999999999995 -0.0087049999999999992 -0.010739999999999998 0.12599500000000005 -0.073404999999999984 0.181285 -0.076384999999999995 -0.034054999999999995 -0.077944999999999987 0.111945 -0.10069499999999999 0.094580000000000011 0.12679500000000002 0.098110000000000017 -0.54656499999999986 -0.029529999999999997 0.092070000000000013 0.08925000000000001 0.053330000000000009 -0.23194499999999998 0.082870000000000013 1.0000000180025095e-35 -0.099524999999999988 -0.018024999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 16 -3 -5 -6 -7 8 -8 10 11 -9 -12 14 -14 -13 -1 18 19 20 21 -18 23 25 -25 -22 27 28 29 -27
right_child=1 3 -4 4 5 6 7 9 -10 -11 12 15 13 -15 -16 -17 17 -19 -20 -21 22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=4.2571402255734116e-05 -0.00013576875880971784 -5.3600651765670841e-05 8.3114161547696733e-05 6.3884969898116614e-05 4.3749500327976421e-05 -6.0131376892040103e-05 8.4045662515563893e-06 0.00012878462157855014 -8.9262402034364648e-05 -5.1361493897275073e-05 3.500255349665947e-05 -3.3582163658658306e-05 -4.8894003593886734e-05 -8.5761269197280943e-05 2.7492338466055862e-05 4.1810515565223551e-05 1.1019075491976064e-05 -4.6865035099095816e-05 4.7652878632876454e-05 3.9255476315845858e-05 4.8368069959299952e-05 -8.4972605926244196e-05 5.4289150023123517e-05 0.00013268506424667846 -2.7509824658095727e-05 -5.6251885216624937e-05 -5.3597511093054585e-05 -4.977656813025533e-05 -1.8140985212525896e-06 6.0390786773366153e-05
leaf_weight=33 20 22 22 24 25 24 20 23 20 20 35 21 20 21 22 22 26 29 26 38 24 24 32 21 29 25 21 24 2352 56
leaf_count=33 20 22 22 24 25 24 20 23 20 20 35 21 20 21 22 22 26 29 26 38 24 24 32 21 29 25 21 24 2352 56
internal_value=0 -9.2255e-06 1.12417e-06 -1.29176e-06 2.58297e-06 -2.80621e-06 -7.49933e-06 -1.86018e-06 -4.04289e-05 6.52433e-06 1.35836e-05 4.81311e-05 -9.68312e-06 -3.45085e-05 -8.88211e-06 4.99084e-06 4.70629e-07 -3.88412e-08 4.6448e-07 5.31111e-09 -5.6094e-07 -3.50569e-05 1.06552e-07 -5.72854e-07 3.9772e-05 -1.37911e-06 -1.86092e-06 -1.41873e-06 -9.41707e-07 2.439e-05
internal_weight=0 339 2782 319 297 273 248 224 40 184 164 66 98 63 42 43 2760 2727 2698 2672 2634 50 2584 2552 50 2502 2478 2457 2433 81
internal_count=3121 339 2782 319 297 273 248 224 40 184 164 66 98 63 42 43 2760 2727 2698 2672 2634 50 2584 2552 50 2502 2478 2457 2433 81
is_linear=0
shrinkage=0.1


Tree=3804
num_leaves=31
num_cat=0
split_feature=132 1185 1203 33 34 104 9 9 9 43 2 45 13 13 133 13 13 13 52 52 0 15 16 13 1212 13 43 4 4 1375
split_gain=3.34969e-06 2.44892e-05 1.28106e-05 2.95237e-06 4.10475e-06 8.54539e-06 4.56798e-06 5.97279e-06 4.27097e-06 1.46095e-05 8.38838e-06 5.13113e-06 3.31801e-06 2.36637e-05 2.88929e-05 2.02126e-05 1.83881e-05 1.74109e-05 1.25092e-05 3.55649e-05 1.02772e-05 9.05989e-06 9.08549e-06 8.06628e-06 2.09117e-05 1.77359e-05 1.43701e-05 7.44968e-06 7.33374e-06 7.0027e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.044254999999999996 -0.097449999999999981 0.086600000000000024 0.092235000000000011 0.085355000000000014 -0.036024999999999995 -0.081154999999999991 -1.0000000180025095e-35 0.094030000000000016 -0.13710499999999998 -0.10278499999999999 -0.11828999999999999 -0.097984999999999989 -0.096404999999999991 -0.094514999999999988 0.11434500000000002 0.08257500000000001 -0.075934999999999989 -0.083359999999999976 -0.08595499999999999 -0.091559999999999989 -0.089079999999999979 -0.090799999999999978 -0.0084099999999999991 -0.0039549999999999993 0.0033150000000000007 -0.42089999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 7 8 9 -6 -10 12 18 14 -14 -15 -17 -18 19 20 21 22 -12 24 -19 -25 -26 -22 -23 -27
right_child=1 3 -4 4 5 -7 -8 -9 10 -11 11 -13 13 15 -16 16 17 23 -20 -21 27 28 -24 25 26 29 -28 -29 -30 -31
leaf_value=-2.7125395732094985e-06 0.00010850332266619219 3.661432523668654e-05 -7.5069697689806558e-05 3.7940352607230516e-05 1.2927734870962532e-05 -6.2617867126846252e-05 3.3935148773404464e-05 -5.3657265795793915e-05 6.194691655268384e-05 -9.1066710890366022e-05 1.2985911453142763e-05 -3.8092728864285164e-05 -8.5999392467783774e-06 -9.5276277699502486e-05 0.00015169757735629505 9.2017184876815676e-05 -7.5526310902205302e-05 -4.8405409307590515e-05 4.9256150016625381e-05 -0.00014722216241352728 -9.046266688008993e-05 7.9110213642707102e-05 -6.4840758705031481e-05 -9.1357628324268658e-05 2.4995082588117969e-05 -5.6494406661451127e-05 0.00013597796958492837 -5.1848434304702101e-06 5.2023314091112019e-06 1.5274712725188242e-06
leaf_weight=194 21 22 28 28 35 22 39 21 22 22 40 35 22 22 23 22 30 21 29 20 21 25 24 21 28 21 20 20 29 2194
leaf_count=194 21 22 28 28 35 22 39 21 22 22 40 35 22 22 23 22 30 21 29 20 21 25 24 21 28 21 20 20 29 2194
internal_value=0 9.0658e-07 -1.18387e-05 1.21476e-07 -1.59632e-07 -5.36859e-07 -5.0123e-08 -5.29135e-07 -1.22838e-07 -2.72105e-05 4.51351e-07 -5.59237e-08 4.49885e-07 1.48995e-06 7.33299e-05 1.31063e-07 1.02159e-06 1.64239e-07 -1.16709e-05 -2.15418e-05 -5.7329e-06 9.25323e-06 -1.61991e-05 1.14937e-06 3.48248e-05 1.10187e-07 7.1238e-05 -4.88637e-05 3.94189e-05 9.77377e-07
internal_weight=0 2899 222 2878 2856 2828 2806 2767 2746 57 2689 2667 2632 2424 45 2379 2357 2335 208 179 159 118 64 2305 69 2236 48 41 54 2215
internal_count=3121 2899 222 2878 2856 2828 2806 2767 2746 57 2689 2667 2632 2424 45 2379 2357 2335 208 179 159 118 64 2305 69 2236 48 41 54 2215
is_linear=0
shrinkage=0.1


Tree=3805
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 42 12 1204 132 42 132 393 394 390 2 394 3 1186 4 130 1 2 156 2 15 2 2 475 1428 1454 3
split_gain=3.56204e-06 9.58341e-05 5.30462e-05 1.92772e-05 3.73061e-06 4.87964e-06 4.32275e-06 6.16554e-06 7.0091e-06 3.27029e-06 3.21422e-06 6.46452e-06 1.06308e-05 3.81801e-06 3.64707e-06 9.84289e-06 1.34273e-05 9.53369e-06 4.02555e-06 7.86932e-06 4.10004e-06 9.19869e-06 7.37774e-06 1.57918e-05 1.28372e-05 1.84532e-05 1.27649e-05 3.25425e-05 2.86303e-05 1.46414e-05
threshold=-0.083284999999999984 0.10450500000000001 -0.087384999999999977 0.089480000000000018 -0.015274999999999999 0.087385000000000004 -0.08329499999999998 -0.41094499999999995 -0.074124999999999983 -0.050879999999999988 0.088255000000000014 -0.12099999999999998 0.088485000000000008 0.091895000000000018 -0.0088999999999999982 -0.082594999999999988 0.057025000000000006 -0.086574999999999985 -0.23123999999999997 0.16540500000000002 0.12299 0.10541000000000002 0.11682500000000001 -0.052074999999999989 0.11510000000000002 0.11411 0.016915000000000003 -0.020064999999999996 0.11906000000000001 -0.085114999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -6 -1 -8 -9 -4 11 -11 14 -12 15 16 17 -13 -16 20 22 -22 24 -24 25 26 28 -28 -20 -29
right_child=2 -3 9 -5 5 -7 7 8 -10 10 13 12 -14 -15 18 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=5.4939365072641527e-05 -0.00016322511291946287 0.00022096277625678341 3.5503389601497198e-05 -0.00010178581860159852 1.0867811153048025e-05 -4.3538789101576727e-05 3.7611040186354383e-05 1.8034847874635793e-05 -5.0909329880157428e-05 4.9024359301525968e-05 -4.8833815476271035e-05 8.1900577715714472e-05 -6.258651758007209e-05 6.4112466961060736e-06 4.4467278275988068e-05 7.2154437902309629e-05 -6.6865198004961715e-05 -7.2327141000035534e-06 1.9227376550941831e-07 -5.7566772200819595e-05 6.127992928980113e-06 7.3597533380300532e-05 1.1678701663060629e-06 -8.7245232744833398e-05 6.3633916532478092e-05 -8.491589251207188e-05 -0.00014291867191786877 6.1918160091685743e-05 0.00012040876626997488 -3.968396566641467e-05
leaf_weight=20 20 20 26 20 32 34 34 30 29 27 29 20 27 22 20 26 21 30 2092 24 248 22 58 31 31 26 22 23 20 37
leaf_count=20 20 20 26 20 32 34 34 30 29 27 29 20 27 22 20 26 21 30 2092 24 248 22 58 31 31 26 22 23 20 37
internal_value=0 1.22978e-05 -9.28061e-07 -8.67351e-06 1.7301e-06 -1.71598e-05 1.27632e-05 3.69301e-06 -1.5853e-05 1.9822e-07 -1.23186e-07 3.29167e-07 -1.44112e-07 -2.50026e-05 4.68736e-07 1.95142e-05 2.37478e-07 2.84206e-05 -2.27349e-07 -5.66716e-07 -4.25775e-08 1.16255e-05 -1.3889e-06 -2.96277e-05 -2.7239e-07 -1.16478e-06 -1.72282e-07 -3.88829e-05 1.33069e-06 -7.36484e-07
internal_weight=0 219 2902 199 179 66 113 93 59 2882 2856 2805 2778 51 2751 97 71 50 2654 2634 2610 270 2340 89 2251 2220 2194 82 2112 60
internal_count=3121 219 2902 199 179 66 113 93 59 2882 2856 2805 2778 51 2751 97 71 50 2654 2634 2610 270 2340 89 2251 2220 2194 82 2112 60
is_linear=0
shrinkage=0.1


Tree=3806
num_leaves=31
num_cat=0
split_feature=130 10 0 40 40 48 40 10 4 9 3 31 40 2 2 15 45 12 12 3 2 47 12 4 52 4 4 4 48 0
split_gain=3.48948e-06 9.59016e-06 1.11964e-05 7.86598e-06 6.47157e-06 6.1693e-06 6.06829e-06 5.75391e-06 5.87153e-05 8.769e-06 3.17626e-05 5.02694e-06 5.91312e-06 1.74058e-05 1.72774e-05 7.34436e-06 4.19258e-06 5.40984e-06 2.46635e-05 2.72814e-05 1.99545e-05 7.56894e-05 1.46939e-05 1.02346e-05 2.53795e-05 5.85076e-05 1.24586e-05 1.85219e-05 1.82675e-05 1.38346e-05
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 -0.085734999999999992 0.085485000000000019 -0.08440499999999998 -0.011559999999999999 0.053180000000000012 0.08925000000000001 -0.014944999999999998 -1.0000000180025095e-35 -0.07632499999999999 -0.0091949999999999983 0.093680000000000013 -0.11033999999999998 0.094030000000000016 0.079890000000000017 0.083310000000000009 -0.088084999999999983 0.082275000000000015 0.092710000000000015 0.083535000000000012 -0.0052149999999999992 -1.0000000180025095e-35 -0.27825499999999997 0.0049200000000000008 0.033845000000000007 0.08975000000000001 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -6 8 -8 11 -11 -9 14 -14 -13 -16 17 20 19 -19 21 -15 -20 24 -22 -26 28 -28 -25 -29
right_child=1 3 -4 4 6 -7 7 9 -10 10 -12 12 13 16 15 -17 -18 18 22 -21 23 -23 -24 26 25 -27 27 29 -30 -31
leaf_value=-4.1636015021140343e-05 -2.686302823782344e-06 -6.136697844513471e-05 0.00010185941700569857 5.777695260570221e-05 -5.416888747103734e-05 -9.0931399675107304e-06 -0.00014834858028916643 -3.9654288460155844e-05 5.1140567443831569e-05 0.00013223119461881218 -4.3854922078025998e-05 0.00010231850910248466 -8.7158910236726319e-05 0.00020936750957584345 3.3577050955500453e-05 -4.3869040655408757e-05 -3.4188579632297792e-05 -1.2521411359599835e-05 7.9861891382556092e-05 -0.00014388761977897959 2.3681890274260429e-06 -6.2454615504066167e-05 -5.0665601381904237e-07 1.0022060669143686e-05 -3.0282899824669588e-05 0.00020870354310318363 7.3478198887201986e-05 -5.5390378362062625e-05 -0.00012351666435798898 4.1059014145188147e-06
leaf_weight=20 21 21 20 37 21 22 25 32 36 21 20 22 23 21 25 24 35 43 23 25 136 20 2086 20 20 21 31 50 21 179
leaf_count=20 21 21 20 37 21 22 25 32 36 21 20 22 23 21 25 24 35 43 23 25 136 20 2086 20 20 21 31 50 21 179
internal_value=0 2.68528e-07 4.83116e-05 -3.75187e-07 4.62765e-08 3.28423e-05 -6.03042e-07 -2.22885e-07 -3.06173e-05 4.16886e-07 4.63355e-05 -2.42079e-07 2.0436e-07 -5.30232e-07 2.86983e-05 -4.35573e-06 1.99339e-07 6.4577e-07 -1.54142e-06 -6.08178e-05 9.82017e-06 7.67714e-05 3.69815e-07 4.0775e-06 2.31593e-05 9.21248e-05 -7.14335e-06 9.35622e-07 -5.83758e-05 -8.88455e-06
internal_weight=0 3101 41 3060 3039 59 2980 2959 61 2898 41 2857 2825 2754 71 49 2731 2696 2177 68 519 41 2109 478 177 41 301 260 41 229
internal_count=3121 3101 41 3060 3039 59 2980 2959 61 2898 41 2857 2825 2754 71 49 2731 2696 2177 68 519 41 2109 478 177 41 301 260 41 229
is_linear=0
shrinkage=0.1


Tree=3807
num_leaves=31
num_cat=0
split_feature=46 46 1428 124 51 133 48 15 0 52 52 15 1371 52 4 1373 1375 1375 16 475 49 49 16 3 454 484 482 482 482 4
split_gain=3.5618e-06 5.51455e-06 5.51962e-06 3.54442e-06 8.7388e-06 8.0372e-06 9.09985e-06 5.80205e-06 5.95974e-06 5.56265e-06 1.27258e-05 3.83584e-05 1.53042e-05 1.11914e-05 3.95021e-05 1.8595e-05 1.93591e-05 1.85887e-05 1.22902e-05 2.44388e-05 1.92742e-05 2.01005e-05 1.53128e-05 2.05173e-05 9.73446e-06 1.04706e-05 1.78436e-05 3.24812e-05 2.02309e-05 1.1832e-05
threshold=0.10987500000000001 0.083550000000000013 -0.042789999999999995 -0.084644999999999984 0.078435000000000019 0.088115000000000013 0.086565000000000017 -0.10469999999999999 -0.094654999999999975 -0.019749999999999993 -0.015069999999999998 -0.018314999999999994 0.081810000000000008 -0.026204999999999996 -0.011884999999999998 1.0000000180025095e-35 -0.42089999999999994 -1.0000000180025095e-35 -0.0048099999999999992 -0.0034549999999999993 0.0034800000000000005 0.087720000000000006 0.0013750000000000001 -0.084724999999999981 -0.064694999999999989 -0.09849999999999999 0.098465000000000011 0.088770000000000002 0.12191 0.62931500000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -9 13 11 -11 24 15 -15 16 -5 -18 19 -19 -21 -22 23 -20 -12 -26 27 29 -28 -27
right_child=-2 -3 3 9 -6 -7 -8 8 -10 10 12 -13 -14 14 -16 -17 17 18 22 20 21 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=3.7498809410280024e-05 4.0094710501844844e-05 -4.4462525017609427e-05 -2.8604870143074852e-05 -0.0001026897457839888 7.6310156382533028e-05 6.1373470435639672e-05 -5.5118998849528523e-05 7.3494788075549884e-05 3.0217288008316247e-06 0.00015316707954081638 -6.7542485594458413e-05 -3.1896676136966566e-05 -6.6844276041206981e-05 3.5496548140224108e-05 -0.00015193439258754635 6.8638505796446802e-05 8.7416734424464052e-05 -0.00012355913931969554 -7.4542130495620258e-06 -3.5846969641447093e-05 0.00011113296901125328 -1.6428177138247219e-05 -4.9844621507627138e-06 0.00013103472025250085 4.728232217494937e-05 2.2950270974933658e-06 -0.00012635799821114431 0.00011607991557684727 9.3984917579551376e-06 -6.5674050892994282e-05
leaf_weight=39 22 28 24 21 20 21 28 20 30 21 20 24 33 23 22 33 21 24 23 138 21 30 555 20 51 1714 23 25 21 26
leaf_count=39 22 28 24 21 20 21 28 20 30 21 20 24 33 23 22 33 21 24 23 138 21 30 555 20 51 1714 23 25 21 26
internal_value=0 -2.84632e-07 1.18162e-07 -3.62657e-07 1.50052e-05 5.03692e-06 -6.56178e-06 1.18112e-05 3.1211e-05 -1.12334e-06 1.90243e-06 5.44664e-05 6.65955e-07 -7.48688e-06 -5.61364e-05 -5.01597e-06 -7.86544e-06 -5.47203e-06 -7.87729e-06 -2.8504e-05 -1.64335e-05 3.6097e-05 -5.30316e-07 5.69592e-05 1.85097e-06 2.59714e-06 1.33736e-06 2.90547e-06 -6.15651e-05 1.2794e-06
internal_weight=0 3099 3071 3032 143 123 102 74 50 2889 1958 45 1913 931 45 886 853 832 811 213 189 51 598 43 1880 1860 1809 1765 44 1740
internal_count=3121 3099 3071 3032 143 123 102 74 50 2889 1958 45 1913 931 45 886 853 832 811 213 189 51 598 43 1880 1860 1809 1765 44 1740
is_linear=0
shrinkage=0.1


Tree=3808
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 33 9 16 13 34 11 2 45 1456 16 1456 12 133 159 403 2 403 403 1209 154 474 157 11 11 156 2
split_gain=3.33667e-06 2.64411e-05 9.10744e-06 6.89792e-06 3.08452e-06 3.46402e-06 2.05082e-05 2.94666e-05 3.77684e-06 4.46692e-06 6.67386e-06 3.6367e-06 5.44146e-06 5.10465e-06 3.94654e-06 2.88873e-05 5.41524e-05 1.10854e-05 6.36373e-06 2.01128e-05 1.17939e-05 5.5726e-06 5.28362e-06 4.64217e-06 6.57122e-06 8.94119e-06 5.22462e-06 2.61075e-05 1.96096e-05 1.01175e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.044254999999999996 0.088235000000000022 -0.056919999999999991 -0.077799999999999994 -0.08786999999999999 -1.0000000180025095e-35 -0.080614999999999978 0.084355000000000013 0.11772000000000001 -0.074319999999999983 0.086175000000000015 0.083715000000000026 0.10995500000000001 -0.082194999999999976 -0.54448499999999989 0.089885000000000007 -0.5335399999999999 -0.52800499999999995 -0.092099999999999987 1.0000000180025095e-35 -0.26322499999999993 0.23903500000000003 0.088215000000000002 0.095165000000000013 0.12734000000000004 0.11093500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 8 7 -7 -6 -10 -11 12 14 -13 18 -16 17 -17 19 -12 -20 -22 -23 24 -24 26 28 -28 -26 -29
right_child=1 4 -4 -5 5 6 -8 -9 9 10 11 13 -14 -15 15 16 -18 -19 20 -21 21 22 23 -25 25 -27 27 29 -30 -31
leaf_value=2.2387538996228265e-06 0.00011270721969638197 3.7389673657757653e-05 -7.2885261099806737e-05 -5.2107456212979741e-05 4.256522470747032e-05 2.0044207104561453e-05 5.6251215573865922e-05 -0.0001516141262254678 -4.4884740015566592e-05 5.1787563061225233e-05 -8.1650061774245637e-05 -5.6608734170863913e-06 -3.7664544428340521e-05 6.2460993856141368e-05 -6.2184596230729244e-05 -3.912756472991239e-05 0.00019217193640542975 4.1940082910268516e-05 6.9618882662325632e-05 4.4730026638717396e-05 -5.0927155478513502e-05 4.6317042799633633e-05 -4.7027876268745582e-05 4.2028950731037189e-05 -1.2696780448352917e-06 5.6529991464534157e-05 0.00011555563915780195 2.4239837652063357e-05 -9.835697372701752e-05 -7.0365154169849123e-05
leaf_weight=173 21 22 22 27 21 20 21 20 22 25 34 22 39 22 33 31 20 37 24 20 22 24 31 25 2227 27 22 26 21 20
leaf_count=173 21 22 22 27 21 20 21 20 22 25 34 22 39 22 33 31 20 37 24 20 22 24 31 25 2227 27 22 26 21 20
internal_value=0 9.04821e-07 -1.18156e-05 -5.09798e-06 8.9029e-08 -1.98301e-07 -2.37725e-05 -6.5785e-05 3.16199e-07 -3.63889e-09 3.55149e-07 -1.16362e-07 -5.84019e-07 2.84001e-05 -3.70668e-08 1.76048e-05 4.75258e-05 4.98277e-06 -8.83147e-07 -3.48426e-05 -1.40413e-07 -8.25166e-07 -3.70258e-07 -8.37325e-07 -1.28874e-06 -6.83569e-07 -1.35057e-06 2.59582e-05 -2.17663e-06 -1.68928e-05
internal_weight=0 2899 222 200 2878 2856 61 40 2795 2774 2752 2727 2683 44 2644 121 88 68 2523 54 2469 2445 2423 2399 2374 2343 2316 68 2248 46
internal_count=3121 2899 222 200 2878 2856 61 40 2795 2774 2752 2727 2683 44 2644 121 88 68 2523 54 2469 2445 2423 2399 2374 2343 2316 68 2248 46
is_linear=0
shrinkage=0.1


Tree=3809
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1429 156 1429 1429 475 1429 3 3 9 9 11 4 47 0 16 2 4 16 1 15 0 2 150 150 13 3
split_gain=3.49303e-06 0.000100035 4.97732e-05 2.36512e-05 3.13064e-06 1.35293e-05 5.33701e-06 3.99356e-06 1.44065e-05 4.06795e-06 5.08961e-06 3.54345e-05 3.15268e-05 3.84893e-05 2.14841e-05 1.45133e-05 1.1639e-05 5.95103e-05 9.17382e-05 2.67282e-05 3.54624e-05 9.88385e-05 3.12392e-05 2.21122e-05 1.36104e-05 9.26586e-06 2.4405e-05 1.71086e-05 8.94062e-06 3.89329e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 -0.069929999999999978 -0.011519999999999997 -0.026244999999999997 -0.013929999999999998 -0.011549999999999998 0.092235000000000011 0.085355000000000014 -1.0000000180025095e-35 -0.39518999999999993 0.092165000000000011 -0.10224499999999999 -0.13088499999999997 0.092480000000000021 0.0049200000000000008 -0.095564999999999983 0.086105000000000015 -0.089024999999999979 -0.09515499999999999 0.10644500000000001 0.084335000000000007 0.11235000000000002 -0.13710499999999998 -0.14847999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 -6 8 -8 -9 12 -12 13 28 -13 -16 19 18 -18 20 22 24 -17 -24 -22 26 -21 -27 29 -11
right_child=2 -3 4 -5 5 -7 7 9 -10 10 11 14 -14 -15 15 16 17 -19 -20 25 21 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=1.7526539784668192e-06 -0.00015076114710113457 0.00021970616433550491 -3.9200909623104965e-05 -0.00011293959531030851 -4.4323791560061559e-05 8.2460840421845201e-05 -2.1725283295381816e-05 -4.2053338130126178e-05 8.2714956806739803e-05 7.5616017594174169e-06 0.00011609373293046293 -9.4096105067364993e-05 -0.00010224755689353428 0.0001374033564934507 5.4012990008702442e-05 -8.9143152380811769e-05 3.769664200828285e-07 7.7508411561666438e-05 -0.00026544849870333568 3.8171628910129442e-06 6.920436418693435e-05 0.0002739561425517509 0.0001219020255302894 -2.3380809232714292e-05 -2.7679573166347714e-05 -1.4704476684744893e-05 -0.00012918344641961582 5.8815430244207027e-05 -7.1664634000183257e-07 -0.00015536526319920088
leaf_weight=178 22 21 20 20 27 20 28 23 25 55 29 22 31 20 58 29 37 32 20 37 29 21 20 22 29 168 22 39 1997 20
leaf_count=178 22 21 20 20 27 20 28 23 25 55 29 22 31 20 58 29 37 32 20 37 29 21 20 22 29 168 22 39 1997 20
internal_value=0 1.21781e-05 -9.1904e-07 -9.83242e-06 2.25587e-07 5.01297e-07 -7.5883e-08 3.48821e-07 2.7539e-05 -1.73308e-07 1.78625e-07 8.19717e-06 -2.14045e-06 -6.57023e-07 2.84845e-06 6.63669e-06 1.19546e-06 -3.16264e-05 -9.28951e-05 8.21745e-06 4.19721e-05 8.80671e-05 -9.31674e-06 4.58015e-05 2.07624e-05 -1.08171e-05 -4.57763e-05 -8.529e-07 -1.98965e-06 -3.58856e-05
internal_weight=0 219 2902 198 2880 2860 2840 2813 53 2760 2737 614 2123 2092 585 563 505 89 57 416 150 79 71 42 58 266 59 207 2072 75
internal_count=3121 219 2902 198 2880 2860 2840 2813 53 2760 2737 614 2123 2092 585 563 505 89 57 416 150 79 71 42 58 266 59 207 2072 75
is_linear=0
shrinkage=0.1


Tree=3810
num_leaves=31
num_cat=0
split_feature=132 1185 1203 11 51 13 11 33 9 1420 157 1429 1428 3 11 11 2 11 0 0 0 0 52 52 2 0 133 3 474 403
split_gain=3.30918e-06 2.82735e-05 1.23331e-05 3.23145e-06 1.61267e-05 2.16494e-05 8.56932e-06 4.34879e-06 7.75714e-06 4.16888e-06 8.38278e-06 5.71741e-06 4.65762e-06 5.8655e-06 1.32606e-05 1.31122e-05 6.74874e-06 6.57464e-06 4.5574e-06 4.87723e-05 3.48547e-05 1.99179e-05 1.73118e-05 2.33608e-05 1.96843e-05 1.59127e-05 2.20065e-05 1.61068e-05 1.70136e-05 1.58075e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.094350000000000003 -0.057604999999999996 0.086705000000000018 0.089270000000000002 -0.009184999999999997 0.09055500000000001 -0.086219999999999977 -0.50331999999999988 -0.10379499999999998 0.089185000000000014 -0.16726499999999997 0.080705000000000013 0.083010000000000014 0.10527500000000002 0.078065000000000009 -0.070889999999999995 -0.071719999999999992 -0.070154999999999981 -0.072594999999999979 0.10160000000000001 0.091820000000000013 0.10060500000000001 -0.067094999999999988 0.089595000000000022 -0.10831999999999999 0.098370000000000027 -0.037174999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -6 7 -3 9 -9 -11 -12 13 14 16 17 -13 18 19 21 -20 -15 23 25 -24 26 -22 -27 -29 -26
right_child=1 3 -4 4 5 -7 -8 8 -10 10 11 12 -14 15 -16 -17 -18 -19 20 -21 22 -23 24 -25 29 27 -28 28 -30 -31
leaf_value=-2.9963758311168934e-06 0.00011651261329894798 -3.9201435031697785e-05 -7.5109392882613638e-05 8.2704386524575841e-05 5.4501539038028567e-05 -7.4642033036474863e-05 -6.000280973239569e-05 4.0434739057673146e-05 4.5887193247737646e-05 -6.0702711830938075e-05 4.0673249556194233e-05 3.6886690475512296e-05 -3.9775116601958874e-05 9.0397977162011138e-07 9.0637953342039785e-05 -8.1613498259685009e-05 -3.5217608944582969e-05 4.6211766093620103e-05 -0.00013530370578380477 0.00014942962562517178 1.8690965937465714e-05 -8.5599066261676381e-05 9.713419879062713e-05 -0.00011889806906765443 -7.0173755964441674e-05 -6.7056092041184464e-05 -0.00010796018893602998 1.4348384383597677e-05 -7.7029344348292485e-05 3.0632816463670077e-05
leaf_weight=195 21 28 27 27 25 27 24 25 37 23 34 25 30 1883 23 20 27 30 21 22 23 27 32 20 21 32 34 276 22 60
leaf_count=195 21 28 27 27 25 27 24 25 37 23 34 25 30 1883 23 20 27 30 21 22 23 27 32 20 21 32 34 276 22 60
internal_value=0 9.0107e-07 -1.17669e-05 5.74833e-08 2.00028e-05 -1.25538e-05 -5.05461e-07 9.11075e-09 4.08781e-07 -2.12142e-07 -5.90604e-07 -7.12283e-08 -5.98364e-07 -1.45976e-07 2.74129e-05 -9.65205e-07 -5.5208e-07 -3.20792e-07 -8.85279e-07 1.38637e-06 -8.99772e-06 -3.18838e-07 -3.8969e-06 -1.35111e-05 3.07311e-05 -8.0647e-06 -5.68553e-05 3.62768e-07 7.60238e-06 4.49778e-06
internal_weight=0 2899 222 2878 79 52 2799 2775 2747 2710 2685 2662 2628 2598 75 2523 52 2503 2473 1932 541 1910 520 407 113 387 57 330 298 81
internal_count=3121 2899 222 2878 79 52 2799 2775 2747 2710 2685 2662 2628 2598 75 2523 52 2503 2473 1932 541 1910 520 407 113 387 57 330 298 81
is_linear=0
shrinkage=0.1


Tree=3811
num_leaves=31
num_cat=0
split_feature=132 15 1185 1186 0 12 3 15 1203 130 40 130 132 403 2 403 11 156 474 474 1446 50 1453 1453 484 158 1453 4 51 2
split_gain=3.45753e-06 9.03619e-05 4.69632e-05 1.56038e-05 3.0865e-06 4.91747e-06 7.11115e-06 1.08702e-05 4.06921e-06 3.00487e-06 8.75695e-06 3.23686e-06 3.84918e-06 3.83252e-06 2.52286e-05 8.56333e-06 3.8064e-06 6.44685e-06 6.91468e-06 4.0256e-06 5.09409e-06 4.62353e-06 3.84375e-06 6.01015e-06 1.08114e-05 7.11381e-06 8.78328e-06 2.81607e-05 7.77048e-06 3.84049e-05
threshold=-0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.0044650000000000011 -0.09515499999999999 0.11418000000000002 -0.080104999999999996 0.084905000000000022 0.084375000000000019 -0.23647499999999996 -0.23755499999999996 -0.10152499999999999 -0.037359999999999997 -0.5492149999999999 0.083715000000000026 -0.53762499999999991 0.10221500000000001 0.3248100000000001 0.11381000000000001 0.10970500000000001 -0.093534999999999993 0.14635000000000001 -0.087504999999999986 -0.079499999999999987 -0.073334999999999984 -0.47336999999999996 -0.0087699999999999983 -0.0082299999999999995 -0.44986999999999994 0.113445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 8 -6 -4 -11 -12 -13 14 -14 -15 17 18 19 20 -17 22 -22 24 -24 -25 27 -27 29 -28
right_child=2 -3 9 -5 5 -7 -8 -9 -10 10 11 12 13 15 -16 16 -18 -19 -20 -21 21 -23 23 25 -26 26 28 -29 -30 -31
leaf_value=2.315271256903591e-05 -0.00014646527349462056 0.00018340897862529986 -3.8428939724326483e-05 -9.3321056504334736e-05 -1.6017041625673302e-05 -4.8170709935500505e-05 4.9582250927493953e-05 -7.7525100291495622e-05 3.4636744930657156e-05 5.7148254375163195e-05 -3.2208570941762564e-05 3.7857994855720022e-05 0.00011464166673249566 -5.4641436220443774e-05 -2.9415800775994639e-05 5.0054971761710473e-05 3.4829373749568236e-05 -5.6976603020757472e-05 4.2939363187100311e-05 -4.1362637421116237e-05 -3.3621280454099182e-05 -4.7339268626057591e-05 9.1065054593855176e-05 5.8979770547011877e-05 -9.465249825987722e-06 -0.00011598398926323102 -0.00013940313451928974 2.7339527846065878e-05 7.8666224468989136e-07 4.7641850237003226e-05
leaf_weight=38 22 27 20 21 35 26 23 20 29 27 31 27 20 29 31 20 31 20 37 24 34 21 20 20 23 26 21 29 2346 23
leaf_count=38 22 27 20 21 35 26 23 20 29 27 31 27 20 29 31 20 31 20 37 24 34 21 20 20 23 26 21 29 2346 23
internal_value=0 1.21161e-05 -9.14343e-07 -1.1972e-05 -1.98173e-06 -9.163e-06 3.15504e-07 -1.31742e-05 6.93546e-06 1.97505e-07 4.6762e-07 -7.25769e-08 2.82961e-07 -8.26344e-08 2.70773e-05 -5.91136e-07 -9.51851e-09 -4.14926e-07 1.29233e-08 -5.96313e-07 -2.17532e-07 -6.09826e-07 -2.23784e-07 2.28973e-07 3.7293e-05 -4.1758e-07 -9.03448e-07 -4.04134e-05 5.77672e-09 -4.16296e-05
internal_weight=0 219 2902 192 171 133 107 84 64 2880 2860 2833 2802 2775 51 2724 2695 2664 2644 2607 2583 2563 2542 2508 43 2465 2445 55 2390 44
internal_count=3121 219 2902 192 171 133 107 84 64 2880 2860 2833 2802 2775 51 2724 2695 2664 2644 2607 2583 2563 2542 2508 43 2465 2445 55 2390 44
is_linear=0
shrinkage=0.1


Tree=3812
num_leaves=31
num_cat=0
split_feature=393 44 46 1429 156 1429 12 130 10 0 15 12 33 15 52 0 457 16 16 43 0 456 1453 12 50 12 1428 51 49 159
split_gain=3.49885e-06 3.07966e-06 1.30886e-05 6.71744e-06 1.2688e-05 4.88496e-06 4.09102e-06 7.95459e-06 3.65335e-06 4.46781e-05 2.64839e-05 1.30816e-05 6.51728e-06 4.69156e-06 3.09175e-06 2.69628e-05 1.31608e-05 1.27335e-05 9.05225e-06 2.58414e-05 2.98704e-05 1.06055e-05 1.37324e-05 7.50572e-06 9.01959e-06 2.80683e-05 1.63449e-05 1.34532e-05 1.80477e-05 1.11908e-05
threshold=0.12069000000000002 0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.10091499999999999 -0.083994999999999986 -1.0000000180025095e-35 0.17980000000000004 -0.080114999999999978 -0.21861499999999998 0.41022000000000008 -0.08453999999999999 -0.0048099999999999992 -0.084004999999999982 -0.08824499999999999 0.088285000000000016 -0.064249999999999988 0.11418000000000002 -0.096124999999999988 0.089410000000000003 -0.020064999999999996 0.087305000000000008 -0.088694999999999982 0.10545500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 7 -7 9 -9 -11 -12 -10 14 15 -14 -16 -17 19 -19 -21 22 -20 24 25 -24 -26 28 -28 -30
right_child=-2 2 -4 4 -6 6 -8 8 12 10 11 -13 13 -15 16 17 -18 18 21 20 -22 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=-5.8501049315964345e-05 3.2896489847189515e-05 8.6577287547697792e-05 -1.9341402431954131e-05 -4.2457549651382057e-05 7.9030044526007265e-05 5.3849906544201081e-05 -4.4473783626537106e-05 -0.00014918014715346677 4.799536200152943e-05 9.3119664104181411e-05 3.1060006652048538e-05 -7.046204223418802e-05 -0.00011575760079060936 3.7579275465304823e-05 1.4304887369148312e-07 6.4047804469872193e-05 7.9705122265122136e-05 2.5401773429779419e-05 -8.4539181661966731e-05 -7.8136425840699195e-06 -0.00014353760751903118 6.917947265763014e-05 -2.9509829996472774e-05 -5.2053869124462772e-05 -9.0125648639514112e-05 0.00011606212906022289 -9.2382414433294415e-05 7.2037493947181458e-05 9.7438889878826413e-06 -5.3588944396206876e-05
leaf_weight=20 32 20 28 28 20 27 21 21 28 28 22 30 22 32 2086 27 21 46 20 34 31 21 27 26 20 26 21 26 279 31
leaf_count=20 32 20 28 28 20 27 21 21 28 28 22 30 22 32 2086 27 21 46 20 34 31 21 27 26 20 26 21 26 279 31
internal_value=0 -3.40783e-07 2.47914e-05 -7.37476e-07 -3.55062e-07 -8.8412e-07 -4.92577e-07 -1.79703e-07 -6.78438e-07 -1.93661e-05 1.47101e-05 -2.75104e-05 -1.00767e-08 -4.90818e-07 -9.31571e-07 -6.92096e-06 9.36026e-07 -3.15024e-06 -6.13437e-06 -3.19536e-05 -7.25435e-05 -3.679e-07 -3.43617e-06 1.20983e-07 3.27574e-06 4.19028e-05 -2.15459e-06 2.77376e-06 -2.6669e-06 3.41061e-06
internal_weight=0 3089 48 3041 3021 3001 2973 2952 2925 101 80 52 2824 2796 2764 657 2107 635 608 111 65 497 476 456 430 53 377 357 331 310
internal_count=3121 3089 48 3041 3021 3001 2973 2952 2925 101 80 52 2824 2796 2764 657 2107 635 608 111 65 497 476 456 430 53 377 357 331 310
is_linear=0
shrinkage=0.1


Tree=3813
num_leaves=31
num_cat=0
split_feature=1211 43 1212 1211 1203 1204 133 394 1212 1 1212 2 1212 16 16 1185 1213 1213 1213 401 12 42 13 1213 401 1210 1209 1210 13 1210
split_gain=3.27581e-06 1.23948e-05 7.53477e-06 4.54307e-06 5.83827e-06 2.42528e-05 7.41308e-06 6.32676e-06 3.81687e-06 2.45603e-05 1.04083e-05 4.09869e-05 1.50731e-05 1.01873e-05 1.48451e-05 5.37287e-06 5.24691e-06 5.10662e-05 2.33891e-05 1.61936e-05 9.16581e-06 1.88345e-05 1.40488e-05 6.67629e-06 9.11109e-06 1.48607e-05 6.56995e-06 1.09874e-05 6.38269e-06 5.51558e-06
threshold=0.11716500000000001 0.062770000000000006 0.13631000000000001 0.11048500000000001 0.088820000000000024 -0.080654999999999991 -0.0084449999999999994 0.10276 0.091580000000000009 0.08776500000000001 0.087615000000000012 0.084855000000000014 0.087210000000000024 -0.081779999999999978 -0.087659999999999988 0.08790000000000002 -0.087969999999999979 -0.085049999999999987 -0.091914999999999983 0.113945 0.088725000000000012 0.08511500000000001 -0.087404999999999997 -0.063509999999999997 -1.0000000180025095e-35 0.12347000000000001 -0.084519999999999984 -0.05860499999999999 -0.010739999999999998 -0.0091799999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 -6 -7 8 10 13 12 -12 15 14 -10 16 18 -18 20 23 21 -1 -22 -19 -25 26 -26 -28 -24 -29
right_child=1 -3 -4 -5 5 6 -8 -9 9 -11 11 -13 -14 -15 -16 -17 17 19 -20 -21 22 -23 28 24 25 -27 27 29 -30 -31
leaf_value=-2.7958286144504591e-05 6.2297028842184585e-05 -3.7469842654900274e-05 -5.7447088993680874e-05 4.3341066339053219e-05 -0.00011849180687455548 5.3155710371687419e-05 -2.8039489623789331e-05 4.7626667102511945e-05 -2.3116294447130974e-05 0.00011548087890592537 -0.00013962051954877097 2.9049994576352593e-05 8.4425828702348692e-05 -4.0724214245745404e-05 8.5309786619864507e-05 -4.6766495710471646e-05 0.00015620150323749323 4.1542844962513745e-05 -0.00011108242574466757 -7.3417703339752438e-05 -9.3881505679085171e-05 7.6544429826111922e-05 3.7311655716621323e-05 -5.5878577354476493e-05 -4.3233861896234367e-05 8.426411375347969e-05 5.7709775909174692e-05 -4.9126525039394872e-05 -3.8480306711790037e-05 8.5985220978828193e-08
leaf_weight=35 33 20 23 24 21 22 23 28 28 21 25 34 21 42 23 25 21 39 23 30 22 34 25 29 35 21 33 23 20 2318
leaf_count=35 33 20 23 24 21 22 23 28 28 21 25 34 21 42 23 25 21 39 23 30 22 34 25 29 35 21 33 23 20 2318
internal_value=0 2.46492e-05 -4.25814e-07 4.88865e-09 -3.39391e-07 -2.97547e-05 1.16559e-05 3.17601e-07 -1.34963e-07 1.78031e-05 -8.61922e-07 -4.24206e-05 2.84049e-08 -4.25321e-06 2.57817e-05 -6.20093e-07 -1.94074e-07 9.05288e-07 -1.78184e-05 -3.84751e-07 -2.04586e-06 2.35358e-05 -2.83912e-05 4.92346e-07 -1.58719e-07 5.0625e-07 -2.23893e-07 4.10205e-07 3.62634e-06 -3.97521e-07
internal_weight=0 53 3068 3045 3021 66 45 2955 2927 114 2813 59 2754 93 51 2733 2708 2549 159 2528 136 69 67 2498 2459 2430 2409 2374 45 2341
internal_count=3121 53 3068 3045 3021 66 45 2955 2927 114 2813 59 2754 93 51 2733 2708 2549 159 2528 136 69 67 2498 2459 2430 2409 2374 45 2341
is_linear=0
shrinkage=0.1


Tree=3814
num_leaves=31
num_cat=0
split_feature=156 475 153 474 0 1 448 16 1374 151 1447 1371 403 482 482 120 42 13 160 474 13 133 474 42 2 2 483 52 13 42
split_gain=3.26047e-06 6.98442e-06 3.6817e-06 4.58777e-06 4.4344e-06 2.79604e-05 4.20184e-06 4.6493e-06 3.25303e-05 1.76953e-05 1.60747e-05 1.52468e-05 1.50661e-05 1.15628e-05 2.28083e-05 1.97918e-05 1.1147e-05 1.08321e-05 2.48342e-05 1.78042e-05 3.5758e-05 3.90687e-05 2.95113e-05 1.75196e-05 1.05626e-05 1.70757e-05 1.0337e-05 2.56953e-05 1.02961e-05 1.35194e-05
threshold=0.3248100000000001 0.13528000000000004 0.086100000000000024 -0.25711499999999993 -0.24955499999999997 0.10781 1.0000000180025095e-35 -0.0094449999999999968 0.087110000000000007 -0.37203999999999993 -0.085684999999999997 0.083235000000000017 -0.41534499999999991 0.098465000000000011 0.090355000000000005 1.0000000180025095e-35 0.15021500000000002 -0.090639999999999984 -0.0071899999999999993 0.088435000000000014 -0.084319999999999992 0.085815000000000016 0.091650000000000009 0.083595000000000017 0.10803500000000001 0.090545000000000014 0.096720000000000014 0.016565000000000003 -0.080759999999999985 0.08733500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 11 9 -9 -11 13 -12 14 15 26 17 18 -14 20 21 -19 -21 -20 25 -24 -6 -28 29 -22
right_child=-2 -3 -4 4 6 -7 -8 8 -10 10 12 -13 16 -15 -16 -17 -18 19 23 22 28 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.12182635704573e-05 -3.7511970794698956e-05 5.7753466734582272e-05 -4.0875698455651718e-05 9.0405325997077558e-05 2.8449999971898807e-07 -6.2239262551884163e-05 4.3891149557783228e-05 8.9303216263942893e-05 -0.00012674403425824661 6.289032497796033e-05 -8.8055446916690053e-05 6.825392719132224e-05 -2.7975447547221999e-05 -6.5537538534954362e-05 0.00010058073215117 -9.8557527817320095e-05 6.7724802556767832e-05 -0.0001673338086675358 0.00011901530175354339 0.00012013630874571391 7.4758865149570126e-05 -1.107149664676399e-05 1.7871409310340289e-05 7.182751904197392e-07 4.6270816093851869e-05 -8.3436441855155863e-05 -2.3674484493866383e-05 0.00012932150178433707 -1.5193602114373014e-05 -1.5332528194752135e-05
leaf_weight=27 23 21 22 30 1790 20 21 20 22 33 23 34 49 26 23 20 20 32 31 25 31 32 41 21 32 28 23 21 544 36
leaf_count=27 23 21 22 30 1790 20 21 20 22 33 23 34 49 26 23 20 20 32 31 25 31 32 41 21 32 28 23 21 544 36
internal_value=0 2.78502e-07 -1.13754e-07 1.79785e-07 -1.86146e-07 2.93475e-05 -6.8201e-07 -9.98559e-07 -6.46284e-06 -3.81135e-06 -5.71553e-06 1.87886e-06 -8.11129e-06 6.92971e-07 1.61039e-06 3.82601e-07 -6.11702e-06 -7.75432e-06 2.31065e-05 -1.16456e-05 -1.8087e-05 -8.92027e-05 2.28618e-05 7.12415e-05 -1.2161e-06 -2.3239e-05 1.46156e-06 4.93463e-05 -1.06379e-05 2.63515e-05
internal_weight=0 3098 3077 3055 3028 50 2978 2957 1020 998 978 1937 945 1903 1877 1854 922 902 101 801 675 64 126 52 101 69 1834 44 611 67
internal_count=3121 3098 3077 3055 3028 50 2978 2957 1020 998 978 1937 945 1903 1877 1854 922 902 101 801 675 64 126 52 101 69 1834 44 611 67
is_linear=0
shrinkage=0.1


Tree=3815
num_leaves=31
num_cat=0
split_feature=130 10 2 40 2 149 142 11 33 10 16 39 31 133 41 12 4 2 16 132 50 1185 15 52 2 16 0 4 13 13
split_gain=3.36915e-06 8.73138e-06 9.63199e-06 7.29002e-06 6.09589e-06 6.12633e-06 7.28019e-06 7.39672e-06 1.0654e-05 9.55119e-06 0.000108303 3.43088e-05 5.26928e-06 1.0683e-05 4.10059e-06 1.40774e-05 1.97153e-05 9.5039e-06 5.66922e-05 5.4068e-06 9.68625e-05 4.19153e-05 1.20736e-05 4.67229e-06 4.1429e-06 5.01177e-06 1.66919e-05 4.21996e-05 3.09464e-05 2.30514e-05
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 0.17025000000000004 0.10364000000000001 -0.057499999999999989 -1.0000000180025095e-35 -0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 0.082325000000000023 -1.0000000180025095e-35 0.087720000000000006 0.083975000000000008 0.089300000000000004 0.071150000000000005 -1.0000000180025095e-35 -0.056919999999999991 -0.083284999999999984 0.097510000000000013 -0.087384999999999977 0.092400000000000024 0.090645000000000017 0.14285500000000004 -0.11118499999999999 -0.097024999999999986 -0.0060199999999999993 -0.08645499999999999 -0.083894999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -8 -9 10 11 -10 13 -11 17 16 -16 18 -14 20 22 -21 23 -19 25 26 27 -23 -28 -30
right_child=1 3 -4 4 -6 -7 7 8 9 12 -12 -13 14 -15 15 -17 -18 19 -20 21 -22 24 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-4.0911836999839584e-05 -1.1957219699286812e-06 -5.9066726351461731e-05 9.5771594574216591e-05 5.8731464144200027e-05 5.3746580185058217e-05 -5.4141987666731612e-05 -5.564623585693577e-05 -6.9235594293621202e-05 -0.00015913212260784348 -8.7978183419181743e-05 0.00019268727725190089 2.609419643704314e-05 0.00013684638518043357 1.5380396453110736e-05 -0.00010445700515058813 4.3008372884524641e-05 1.7142496714465474e-05 -5.8577327695838755e-06 -8.3592592200147924e-05 -0.00014530246855429141 0.00021883748907254943 -0.00014418545727460662 -7.6401054558000007e-05 4.5240587912433384e-05 2.3352067440813502e-05 1.3341501905122809e-06 9.5425002360275985e-05 -1.2063202081399103e-05 -0.00010771763976663352 1.2778900696951957e-05
leaf_weight=20 21 21 20 21 21 21 24 22 20 20 27 20 28 20 30 23 24 121 20 20 21 27 23 21 74 2026 37 231 20 77
leaf_count=20 21 21 20 21 21 21 24 22 20 20 27 20 28 20 30 23 24 121 20 20 21 27 23 21 74 2026 37 231 20 77
internal_value=0 2.63863e-07 4.61054e-05 -3.50354e-07 5.5386e-08 -3.18211e-07 5.89328e-08 -3.55087e-07 9.44345e-08 6.15001e-07 3.79373e-05 -6.6519e-05 -2.58416e-07 -3.62989e-05 2.52253e-07 -2.25078e-05 -5.04128e-05 8.90462e-07 4.49968e-05 1.05768e-07 1.65571e-05 -1.11237e-06 -9.18762e-06 1.69906e-06 4.48563e-08 -6.68433e-07 -1.10185e-05 -2.58899e-05 1.76145e-05 -1.20657e-05
internal_weight=0 3101 41 3060 3039 3018 2997 2976 2952 2930 67 40 2863 40 2823 77 54 2746 48 2698 186 2512 165 142 2492 2418 392 258 134 97
internal_count=3121 3101 41 3060 3039 3018 2997 2976 2952 2930 67 40 2863 40 2823 77 54 2746 48 2698 186 2512 165 142 2492 2418 392 258 134 97
is_linear=0
shrinkage=0.1


Tree=3816
num_leaves=31
num_cat=0
split_feature=132 1185 1203 52 13 132 16 133 12 96 34 34 9 97 33 46 472 475 1420 1 471 1420 1420 474 0 1426 475 2 475 475
split_gain=3.75332e-06 3.31317e-05 9.6669e-06 4.19652e-06 6.5259e-06 4.27584e-06 5.52376e-06 5.42578e-06 4.02192e-06 3.32285e-06 3.44449e-06 1.91672e-05 1.30882e-05 1.50212e-05 9.5988e-06 3.46437e-06 1.21697e-05 3.36997e-06 1.03058e-05 9.51572e-06 3.84826e-06 5.75437e-06 4.21633e-06 5.6918e-06 2.34276e-05 8.69353e-06 5.47287e-06 5.53913e-06 4.08103e-06 2.22753e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10347000000000002 0.056795000000000005 -0.40070499999999992 -0.080344999999999986 -0.015164999999999998 0.087995000000000004 0.090365000000000015 -0.057544999999999992 -0.083494999999999986 0.082870000000000013 -0.084639999999999979 -1.0000000180025095e-35 0.10253500000000002 0.094800000000000009 -0.24039999999999997 1.0000000180025095e-35 0.10234000000000001 0.092925000000000021 -0.08341999999999998 -0.078734999999999986 -0.084054999999999977 -0.080499999999999988 -0.061919999999999996 0.058495000000000012 0.090425000000000019 -0.086304999999999979 -0.085754999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -7 10 11 12 13 -3 -12 16 17 19 20 -16 21 -19 -23 24 -24 -25 28 -28 -27 -30
right_child=1 9 -4 -5 -6 6 -8 -9 -10 -11 14 -13 -14 -15 15 -17 -18 18 -20 -21 -22 22 23 25 -26 26 27 -29 29 -31
leaf_value=-4.3370218162845753e-05 0.00012611033051230369 -2.8844764011200124e-05 -6.8610942509150379e-05 -4.0593501450660247e-05 5.0702909356914466e-05 -1.0248835219260257e-05 3.5436002305205503e-05 2.5622680158658815e-05 -6.5650657970763862e-05 -3.9586386819359005e-05 -6.9315306536736908e-05 0.00010592640095637764 -7.112792206628781e-05 8.2098309465673884e-05 -5.9544516284404386e-05 -3.5429819116769878e-05 7.8286008210852749e-05 3.8392596448270176e-05 6.8655053705283953e-05 2.5889591576990576e-05 -4.2710644646874811e-05 -4.3900205388457506e-05 -4.504090601195848e-05 -6.4659234929075914e-05 9.5788290262269717e-05 2.734105049360854e-05 7.3856162634911024e-05 -5.6916036555776378e-07 -0.00010378463041325588 -3.3600760930680276e-07
leaf_weight=26 21 26 27 28 23 38 34 26 20 21 20 20 21 23 32 27 20 39 22 22 21 22 21 21 27 51 20 20 21 2361
leaf_count=26 21 26 27 28 23 38 34 26 20 21 20 20 21 23 32 27 20 39 22 22 21 22 21 21 27 51 20 20 21 2361
internal_value=0 9.59646e-07 -1.25317e-05 -4.76683e-06 1.24004e-06 -6.66028e-06 1.42835e-06 -1.23367e-05 -2.93529e-05 4.64551e-08 3.37771e-07 1.95904e-05 -5.07699e-06 2.32306e-05 -2.88445e-07 2.14117e-07 5.67935e-07 -7.75401e-09 4.96945e-07 -2.4738e-05 -7.45021e-08 2.6947e-07 -3.10406e-07 6.68463e-08 3.41755e-05 -5.89616e-07 -4.5555e-08 3.66435e-05 -6.48745e-07 -1.24802e-06
internal_weight=0 2899 222 195 167 144 118 84 58 2878 2857 90 70 49 2767 2747 2720 2700 2646 54 2624 2603 2564 2542 48 2494 2473 40 2433 2382
internal_count=3121 2899 222 195 167 144 118 84 58 2878 2857 90 70 49 2767 2747 2720 2700 2646 54 2624 2603 2564 2542 48 2494 2473 40 2433 2382
is_linear=0
shrinkage=0.1


Tree=3817
num_leaves=31
num_cat=0
split_feature=402 1212 402 1213 1213 393 2 0 402 402 1208 401 403 0 0 52 402 390 401 1183 403 403 15 1211 1211 133 133 1212 1210 133
split_gain=3.18682e-06 7.55656e-06 3.27558e-06 3.8951e-06 6.24142e-06 1.0883e-05 1.05777e-05 1.09577e-05 5.35425e-06 4.47705e-06 3.66687e-06 3.86292e-06 4.49898e-06 3.8389e-05 3.29378e-05 2.85942e-05 3.85865e-06 1.38722e-05 7.73422e-06 4.99104e-06 4.19815e-06 7.3739e-06 6.55436e-06 4.81747e-06 1.06049e-05 5.9811e-06 1.43616e-05 1.40985e-05 1.92022e-05 9.66705e-06
threshold=0.31278000000000006 0.15049500000000002 0.13597000000000001 0.51258500000000007 0.11076500000000002 0.12765500000000005 0.086285000000000014 -0.081674999999999984 0.12527000000000002 0.11522000000000002 0.11531000000000001 0.11370000000000001 -0.42244999999999994 -0.086934999999999985 -0.078904999999999989 0.090245000000000006 0.10708500000000001 0.089375000000000024 0.10493000000000001 -0.073809999999999973 -0.15498499999999996 -0.121015 0.084655000000000022 0.11671000000000002 0.10326000000000002 -0.085499999999999979 -0.088004999999999986 -0.089079999999999979 -0.087109999999999979 -0.082009999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -6 -8 9 10 11 12 13 -1 -15 -16 17 18 19 -14 22 -22 -21 24 25 26 -23 -27 -29 -30
right_child=-2 -3 -4 -5 6 -7 7 -9 -10 -11 -12 -13 16 14 15 -17 -18 -19 -20 20 21 23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-9.8405451254538189e-05 3.8824272702359378e-05 -6.0045813058552863e-05 2.9322744586878751e-05 4.2698663171558152e-05 -7.5000616391965498e-05 7.1938761365821681e-05 -4.4501359449592812e-05 5.4411229584296789e-05 -5.1871679443138421e-05 4.1357223744853405e-05 -3.7710497305782231e-05 -3.8354452240477819e-05 3.9199575703899045e-05 0.00013241327903209998 -4.6648945748242305e-05 9.8750666300128666e-05 3.2545919322209166e-05 -7.9954581189089043e-05 6.1732613612548452e-05 -2.9927678244550614e-06 4.9634963491779015e-05 -8.5713186568203111e-06 -6.7703748512334036e-05 -4.8776302303719731e-05 7.1846166574687234e-05 8.4189390763640402e-05 -9.6126996313614652e-05 -9.5314871950471396e-05 5.7144311128164804e-05 -2.9330727377131238e-08
leaf_weight=22 21 21 38 21 30 21 24 21 20 26 26 26 31 31 38 21 35 22 20 45 29 296 24 21 20 20 20 21 30 2080
leaf_count=22 21 21 38 21 30 21 24 21 20 26 26 26 31 31 38 21 35 22 20 45 29 296 24 21 20 20 20 21 30 2080
internal_value=0 -2.63001e-07 1.44741e-07 -2.19864e-07 -5.18304e-07 2.07178e-07 -2.90055e-05 1.65785e-06 -3.07995e-07 4.71272e-08 -3.2607e-07 1.47414e-08 3.67749e-07 2.00089e-05 4.89546e-05 5.10346e-06 -4.42792e-07 -8.73776e-07 -2.18985e-07 -6.88849e-07 -1.16335e-06 -5.01426e-07 -2.55009e-05 -1.08115e-06 -6.7842e-07 -1.26638e-06 -1.41128e-05 6.20873e-07 -1.6344e-07 7.83565e-07
internal_weight=0 3100 3079 3041 3020 2945 75 45 2924 2904 2878 2852 2826 112 90 59 2714 2679 2657 2637 2606 2537 69 2508 2487 2467 316 2151 2131 2110
internal_count=3121 3100 3079 3041 3020 2945 75 45 2924 2904 2878 2852 2826 112 90 59 2714 2679 2657 2637 2606 2537 69 2508 2487 2467 316 2151 2131 2110
is_linear=0
shrinkage=0.1


Tree=3818
num_leaves=31
num_cat=0
split_feature=132 1186 393 52 13 52 133 42 133 39 33 12 47 47 9 16 47 47 47 2 1456 50 0 43 457 1 3 13 1 148
split_gain=3.52026e-06 9.84671e-05 4.52405e-05 1.13612e-05 6.05734e-06 4.83115e-06 4.70522e-06 4.50234e-06 7.57481e-06 3.47032e-06 1.36732e-05 7.86881e-06 6.10569e-06 4.15696e-05 2.65787e-05 5.21125e-05 6.30715e-06 6.18076e-06 1.03469e-05 1.13712e-05 5.6548e-06 7.66521e-06 5.73711e-06 6.75589e-06 6.06196e-06 7.19765e-06 1.38778e-05 1.26882e-05 7.62473e-06 5.55707e-06
threshold=-0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.10347000000000002 0.056795000000000005 0.08568000000000002 -0.015164999999999998 -0.074124999999999983 -0.40071499999999999 -1.0000000180025095e-35 -0.012019999999999998 -0.029094999999999999 0.094160000000000008 0.096850000000000006 0.088235000000000022 -0.088704999999999992 0.091210000000000013 0.087885000000000019 0.079365000000000005 0.084145000000000011 -0.079429999999999987 -1.0000000180025095e-35 -0.06563999999999999 -0.053764999999999993 -0.078789999999999985 0.10727500000000002 -0.077564999999999981 -0.078704999999999983 0.089935000000000015 -0.10069499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 7 -7 -1 -9 11 -11 -2 14 -14 16 -16 17 18 29 -20 -15 -22 24 -24 -23 26 28 -27 -26 -12
right_child=2 -3 -4 -5 -6 6 -8 8 -10 10 12 -13 13 20 15 -17 -18 -19 19 -21 21 22 23 -25 25 27 -28 -29 -30 -31
leaf_value=3.2217590401037216e-05 -1.4384635253988493e-05 0.00021287833112430897 -0.00015080374199897054 -6.9181244619390527e-05 4.7291653643934177e-05 -6.2758225780831149e-05 8.8357548866908828e-07 -5.8993471214886415e-05 1.40599382120854e-05 -7.1184323961561964e-05 4.1488304475112067e-05 6.2014000962205636e-05 0.00014012410747075895 -4.7134816321929629e-05 8.481672622081297e-06 -0.00019856119657674757 5.6151012031477877e-05 -4.2573853095425018e-05 -1.126385820498399e-05 8.7461938658504692e-05 6.6256361287742044e-05 -3.6422657380487934e-05 -5.6175908639488625e-05 1.2450856201422328e-05 -8.4943415069054549e-07 -1.3803289402858355e-05 -6.2561076367273927e-05 8.0300927070790131e-05 7.655123235053907e-05 -1.1315848726362402e-06
leaf_weight=37 26 22 20 28 23 26 21 22 40 27 31 28 24 21 31 20 20 34 20 28 20 23 32 26 35 23 25 38 20 2330
leaf_count=37 26 22 20 28 23 26 21 22 40 27 31 28 24 21 31 20 20 34 20 28 20 23 32 26 35 23 25 38 20 2330
internal_value=0 1.22255e-05 -9.22594e-07 -1.01824e-05 -4.07448e-07 -7.92169e-06 -3.43225e-05 4.61204e-06 -1.18622e-05 1.17525e-07 -3.61982e-07 2.52295e-05 3.20704e-07 1.41389e-05 -1.25679e-06 -7.27116e-05 2.22782e-07 -2.35084e-07 3.62475e-07 4.63262e-05 2.64219e-06 6.96168e-06 1.61982e-06 -2.54122e-05 1.11799e-05 1.89449e-05 -7.84156e-07 4.4819e-05 2.72963e-05 -5.71984e-07
internal_weight=0 219 2902 197 169 146 47 99 62 2882 2828 54 2801 287 2514 51 2463 2443 2409 48 263 242 222 58 164 141 80 61 55 2361
internal_count=3121 219 2902 197 169 146 47 99 62 2882 2828 54 2801 287 2514 51 2463 2443 2409 48 263 242 222 58 164 141 80 61 55 2361
is_linear=0
shrinkage=0.1


Tree=3819
num_leaves=31
num_cat=0
split_feature=33 34 9 123 1 121 9 38 47 47 12 9 47 47 124 393 131 3 43 16 16 48 150 12 147 448 150 150 160 3
split_gain=4.22953e-06 4.10091e-06 7.88227e-06 5.13809e-06 4.92496e-06 1.06011e-05 5.4059e-06 5.24782e-06 6.67439e-06 3.86402e-05 7.81248e-05 1.98848e-05 9.26698e-06 9.09024e-06 8.03268e-06 8.46851e-06 6.79598e-06 6.65684e-06 1.50778e-05 1.59365e-05 1.28641e-05 5.81873e-06 1.13429e-05 1.42972e-05 7.1384e-06 1.04275e-05 7.16485e-06 7.05804e-06 2.98978e-05 3.45737e-05
threshold=-0.044254999999999996 -0.097449999999999981 -0.090799999999999978 -0.078164999999999998 0.16540500000000002 -0.094339999999999993 0.092235000000000011 0.10657000000000001 0.092165000000000011 0.097970000000000015 0.086345000000000019 -0.013509999999999999 0.10094500000000002 0.089640000000000011 0.098110000000000017 0.12679500000000002 0.13767000000000004 0.097915000000000016 -0.036954999999999995 -0.042349999999999992 -0.078844999999999985 0.12879500000000002 0.12820000000000001 0.088930000000000023 0.097985000000000017 1.0000000180025095e-35 0.12026500000000001 0.090480000000000019 0.098320000000000005 -0.087429999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 8 11 10 -10 -7 -11 14 15 16 21 18 -14 -20 -19 22 24 -24 25 26 27 -13 29 -29
right_child=1 2 3 4 -6 6 -8 -9 9 12 -12 13 17 -15 -16 -17 -18 20 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=4.3691687658958312e-05 3.778678612198811e-05 -5.2545434890158383e-05 -5.0681697377399363e-05 -7.2728232771623888e-05 4.843040676080689e-05 7.4868429054220092e-05 3.7306994466071515e-05 4.2159427138013321e-05 -0.00024814594402414517 6.6746130614774314e-05 3.7993591320173438e-06 -1.4276576155882273e-06 4.007462462631855e-06 -5.8800416004837294e-05 5.3895794319812146e-05 5.7947858818806712e-05 -5.719211670414856e-05 -2.1319675411527546e-05 -0.00011198368536969173 2.6735402240195653e-06 7.9145979078020903e-05 -5.1261412442406917e-05 0.00011306314905596082 -5.0756088014514679e-06 -4.8966288080312858e-05 6.7126378353745883e-05 -5.7335105719341131e-05 0.00010372688724331696 0.00013485507106452134 -2.3797376929451277e-05
leaf_weight=22 28 29 20 20 21 36 39 29 20 20 32 2181 139 26 28 25 21 26 27 22 25 22 20 21 30 23 22 27 20 100
leaf_count=22 28 29 20 20 21 36 39 29 20 20 32 2181 139 26 28 25 21 26 27 22 25 22 20 21 30 23 22 27 20 100
internal_value=0 -3.10164e-07 -6.57515e-07 -1.62857e-07 1.71483e-07 -1.66217e-07 3.20613e-07 -1.69689e-07 -5.91091e-07 -1.44366e-05 -9.31027e-05 1.06377e-06 1.35736e-06 2.8321e-08 6.30505e-07 3.67836e-08 -5.45354e-07 -4.1145e-06 -1.28069e-05 -6.05049e-05 2.79282e-05 -6.2961e-08 3.97909e-07 5.25531e-05 -4.91962e-07 1.20861e-07 -5.34938e-07 1.83352e-09 2.12108e-05 3.31408e-06
internal_weight=0 3099 3071 3042 3022 3001 2981 2942 2913 311 52 2602 259 2566 2540 2512 2487 239 188 49 51 2466 2444 41 2403 2373 2350 2328 147 127
internal_count=3121 3099 3071 3042 3022 3001 2981 2942 2913 311 52 2602 259 2566 2540 2512 2487 239 188 49 51 2466 2444 41 2403 2373 2350 2328 147 127
is_linear=0
shrinkage=0.1


Tree=3820
num_leaves=31
num_cat=0
split_feature=457 447 16 1 456 456 130 1 160 1446 456 456 1444 3 1456 1456 42 1456 1446 403 403 403 4 4 12 15 401 4 2 43
split_gain=3.46208e-06 4.37135e-06 4.21073e-06 1.29433e-05 3.84199e-06 1.17718e-05 8.60743e-06 8.18502e-06 6.28751e-06 5.88271e-06 9.91821e-06 1.475e-05 6.49817e-06 4.95425e-06 4.95374e-06 9.33902e-06 2.58165e-05 8.82514e-06 3.39812e-05 1.9924e-05 6.45284e-06 9.96538e-06 6.44533e-06 3.03982e-05 4.64633e-05 4.0653e-05 2.68884e-05 2.03033e-05 7.65235e-05 2.22146e-05
threshold=0.31508000000000008 0.10121000000000001 -0.54656499999999986 0.10439500000000002 0.091580000000000009 0.090170000000000014 -0.23123999999999997 0.16540500000000002 -0.081399999999999986 -0.09143999999999998 0.088285000000000016 0.087680000000000022 -0.084274999999999989 -0.047929999999999993 0.11585000000000002 0.091180000000000011 0.086135000000000003 0.085790000000000019 0.084000000000000005 -0.55327499999999985 -0.54448499999999989 -0.5335399999999999 -0.083439999999999986 -0.081984999999999988 0.085440000000000016 0.087260000000000018 0.10237 -0.078629999999999992 0.089775000000000008 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 9 -6 -8 11 12 -11 -10 15 17 -17 19 -19 -14 -21 -22 26 24 -24 -26 -23 28 29 -25
right_child=-2 -3 4 -5 8 -7 7 -9 13 10 -12 -13 14 -15 -16 16 -18 18 -20 20 21 22 23 27 25 -27 -28 -29 -30 -31
leaf_value=1.1191902127680614e-05 -3.272321266365452e-05 4.377212152694879e-05 6.429510279607106e-05 -8.1454907740408092e-05 -1.2505522165391143e-05 -7.4635537332921694e-05 -4.8751515055300847e-05 -5.5813568732569017e-05 7.8676834148253607e-05 5.3990382888435343e-05 6.7849091283278537e-05 -8.5128724822425294e-05 9.5887683842606347e-05 1.3728438830185041e-05 -3.4771244566236887e-05 0.00010918923799181358 -2.7857541465858015e-05 -0.00012267236140989834 3.3522228767803124e-05 -4.5030516283135981e-05 6.500422556806976e-05 -4.3887682976788595e-06 -5.1020418526604774e-05 -5.3448852637908811e-05 0.00022306677890897151 4.7992389191777978e-05 -0.00011033899901667611 3.7821549606041057e-06 -0.00020201571428713025 2.4932287343979842e-05
leaf_weight=38 32 23 21 25 31 21 24 26 23 23 22 20 22 24 39 28 27 26 30 31 24 572 25 60 21 36 25 1688 23 91
leaf_count=38 32 23 21 25 31 21 24 26 23 23 22 20 22 24 39 28 27 26 30 31 24 572 25 60 21 36 25 1688 23 91
internal_value=0 3.38987e-07 1.31674e-08 -2.55727e-05 5.49934e-07 -3.41631e-08 5.0531e-07 4.06598e-08 2.24536e-05 5.48959e-07 9.66612e-07 4.43163e-07 1.05636e-06 4.55117e-05 6.1652e-07 1.12224e-06 4.19117e-05 2.83269e-07 -3.89967e-05 1.12348e-06 3.20395e-07 8.68496e-07 2.62728e-07 3.05372e-06 6.26417e-05 0.000112493 -8.82555e-06 4.29551e-07 -3.20946e-05 -6.21254e-06
internal_weight=0 3089 3066 63 3003 2925 2904 2883 78 2857 2833 2811 2791 47 2768 2729 55 2674 56 2618 2596 2565 2541 1944 82 57 597 1862 174 151
internal_count=3121 3089 3066 63 3003 2925 2904 2883 78 2857 2833 2811 2791 47 2768 2729 55 2674 56 2618 2596 2565 2541 1944 82 57 597 1862 174 151
is_linear=0
shrinkage=0.1


Tree=3821
num_leaves=31
num_cat=0
split_feature=33 34 34 9 16 1 120 1 132 1185 132 1 0 2 9 10 15 2 147 147 1426 1348 160 482 2 52 123 151 123 43
split_gain=3.37317e-06 3.56543e-06 7.61005e-06 3.5378e-06 6.96783e-06 4.17232e-06 1.05665e-05 1.45713e-05 4.53452e-06 2.56769e-05 9.46431e-06 5.14703e-06 7.11383e-06 7.77621e-06 4.68555e-06 6.81111e-06 1.77162e-05 9.70443e-06 4.74264e-06 8.78411e-06 4.78936e-06 5.44553e-06 7.29281e-06 4.74775e-06 4.54182e-06 7.48126e-06 4.37913e-06 8.9044e-06 7.7787e-06 5.40608e-06
threshold=-0.044254999999999996 -0.097449999999999981 -0.083689999999999987 -0.036024999999999995 -0.14771999999999999 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 -0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.089625000000000024 -0.073309999999999986 0.096540000000000015 0.092235000000000011 -0.010699999999999999 -0.087894999999999987 -1.0000000180025095e-35 0.099730000000000027 0.093875000000000014 -0.094284999999999994 0.085630000000000012 0.51752500000000012 -0.44221499999999997 0.089125000000000024 0.08568000000000002 0.086445000000000008 -1.0000000180025095e-35 0.084280000000000008 -0.077044999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 8 10 -10 11 12 13 24 15 16 -11 -17 19 20 -19 22 23 -22 25 -5 28 -28 -25 -29
right_child=1 2 3 5 -6 -7 -8 -9 9 14 -12 -13 -14 -15 -16 17 -18 18 -20 -21 21 -23 -24 26 -26 -27 27 29 -30 -31
leaf_value=3.9018585630401505e-05 3.5245722132718327e-05 -4.8363782513082371e-05 7.2989225792788114e-06 2.3871570655583957e-05 -7.0147527583772206e-05 4.3734164848336314e-05 -5.2369222430570517e-05 8.178115846352409e-05 0.00011135002780411881 -9.7972090710148529e-05 -7.6028419992078196e-05 -4.1498886878668732e-05 5.364153577664348e-05 -5.0757709669824183e-05 3.6688639499646216e-05 6.0181173527477461e-05 2.4846735512888383e-05 4.5457120248339262e-05 3.9441414749793087e-05 -5.9536410077271281e-05 -4.9030474438040988e-05 -4.6822123200399799e-05 4.9936720737103562e-05 1.1007968528585096e-07 4.8441586986882616e-05 -3.5882938063878101e-05 -8.071943684626604e-05 3.7342506541227484e-05 5.6192910480604044e-05 -2.4104001980352526e-05
leaf_weight=22 28 33 26 44 21 22 38 22 21 24 22 35 22 32 35 27 23 23 30 25 20 25 29 2301 20 40 20 21 25 45
leaf_count=22 28 33 26 44 21 22 38 22 21 24 22 35 22 32 35 27 23 23 30 25 20 25 29 2301 20 40 20 21 25 45
internal_value=0 -2.77e-07 -6.0088e-07 -8.20598e-08 -2.73048e-05 3.45713e-07 2.42091e-08 7.03483e-07 9.03134e-08 1.20567e-06 -1.38854e-05 -6.80171e-06 8.8437e-07 -7.64988e-06 3.40339e-07 -1.41916e-07 -3.78693e-05 5.42447e-07 -8.5574e-08 -5.53534e-07 3.41794e-08 -3.86065e-07 8.56543e-08 -5.08787e-07 5.61407e-06 -4.58296e-06 -1.06451e-07 -2.2266e-05 7.12862e-07 -4.55284e-06
internal_weight=0 3099 3071 3038 47 2991 2969 2931 2909 2694 215 193 158 136 2673 2638 47 2591 2564 2534 2509 2486 2461 2432 104 84 2412 86 2326 66
internal_count=3121 3099 3071 3038 47 2991 2969 2931 2909 2694 215 193 158 136 2673 2638 47 2591 2564 2534 2509 2486 2461 2432 104 84 2412 86 2326 66
is_linear=0
shrinkage=0.1


Tree=3822
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 48 132 15 156 475 46 1428 474 51 154 1456 1429 474 50 471 471 1419 1454 15 483 1455 483 12 1 1456
split_gain=3.60977e-06 9.16002e-05 4.88549e-05 2.14969e-05 4.55666e-06 4.80875e-06 6.07967e-06 5.01456e-06 3.17533e-06 5.90605e-06 3.18348e-06 7.58585e-06 7.57492e-06 5.70851e-06 4.26331e-06 3.929e-06 9.01051e-06 4.71775e-06 6.84337e-06 6.47265e-06 6.83695e-06 5.98557e-06 5.5613e-06 1.16499e-05 8.86159e-06 6.46848e-06 7.95446e-06 2.20298e-05 1.89398e-05 1.81868e-05
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.086035000000000014 -0.41127499999999995 -0.093959999999999988 0.3248100000000001 0.13528000000000004 0.084955000000000017 -0.071779999999999997 -0.42010499999999995 0.082455000000000014 0.085530000000000009 0.11510000000000002 0.11023000000000001 0.11134000000000001 0.13857500000000003 0.089900000000000022 0.086855000000000016 0.086505000000000012 0.081220000000000014 0.088990000000000014 -0.47181499999999993 0.098910000000000012 0.098395000000000024 0.094435000000000005 0.076935000000000017 -0.090954999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -8 9 10 11 -4 -13 -12 15 16 17 18 19 20 21 22 24 -24 -14 26 29 28 -28 -26
right_child=2 -3 8 -5 -6 -7 7 -9 -10 -11 13 12 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=5.3293678138288673e-05 -0.00014938762997189771 0.00020117493856915922 -5.4072366611552964e-05 -0.00010801745567732724 4.5103710085857618e-05 -4.9026248468310638e-05 -5.1950832757938767e-05 3.1921140475787981e-06 -3.6807707676970221e-05 5.4648877339786848e-05 6.4577890623782191e-05 6.0026802592411907e-05 6.7233031813884736e-05 -6.8145888387031554e-06 -4.410615120749836e-05 3.1604565223320748e-05 -5.1517837399681893e-05 4.4426277963793839e-05 -4.341226241295873e-05 4.8308580621129035e-05 -5.5540112324789254e-05 5.2381687551546342e-05 -5.9766195872840928e-06 -9.1414384296513166e-05 -7.6290780787296108e-05 -4.4267168141232106e-05 3.5455011335138474e-05 9.2560080205917735e-05 -7.6397637830420229e-05 8.3279116677681945e-07
leaf_weight=20 22 23 26 20 21 21 20 94 23 20 21 21 20 24 22 39 34 24 36 28 22 22 79 20 31 32 41 35 24 2236
leaf_count=20 22 23 26 20 21 21 20 94 23 20 21 21 20 24 22 39 34 24 36 28 22 22 79 20 31 32 41 35 24 2236
internal_value=0 1.238e-05 -9.34248e-07 -9.77452e-06 1.38945e-06 -4.53313e-06 2.43967e-06 -6.48209e-06 1.99771e-07 4.97696e-07 1.15946e-07 -3.09329e-07 1.96036e-07 2.65019e-05 -2.61686e-07 9.2548e-08 -3.65339e-07 2.90957e-07 -1.12412e-07 4.89439e-07 -3.31744e-08 4.47594e-07 -6.15869e-09 -2.32368e-05 9.44578e-07 3.91943e-07 9.957e-07 2.85971e-05 -5.84443e-06 -2.21832e-07
internal_weight=0 219 2902 196 176 155 134 114 2880 2857 2837 2792 2766 45 2745 2723 2684 2650 2626 2590 2562 2540 2518 99 2419 2399 2367 100 65 2267
internal_count=3121 219 2902 196 176 155 134 114 2880 2857 2837 2792 2766 45 2745 2723 2684 2650 2626 2590 2562 2540 2518 99 2419 2399 2367 100 65 2267
is_linear=0
shrinkage=0.1


Tree=3823
num_leaves=31
num_cat=0
split_feature=130 40 52 52 124 1 1374 1375 1429 1429 52 16 3 403 51 1 1 11 133 475 1429 133 50 12 16 15 2 51 49 375
split_gain=3.20952e-06 6.51383e-06 3.89384e-06 1.35e-05 3.04663e-05 3.9031e-05 1.13447e-05 1.00218e-05 1.31307e-05 2.7094e-05 2.09331e-05 1.47767e-05 1.3069e-05 1.01699e-05 1.04495e-05 1.37128e-05 1.65085e-05 9.99835e-06 1.11002e-05 2.4789e-05 3.02664e-05 1.25338e-05 9.24414e-06 8.25565e-06 1.07457e-05 8.89884e-06 7.73872e-06 7.87472e-06 9.68517e-06 7.63649e-06
threshold=-0.22699999999999995 -0.23755499999999996 -0.080114999999999978 -0.085264999999999994 -0.084644999999999984 0.089875000000000024 -0.26569999999999994 0.084665000000000018 0.052280000000000007 0.083725000000000008 -0.087769999999999987 0.10994000000000002 0.11296500000000002 -0.085444999999999979 0.067785000000000012 0.080270000000000022 0.10672000000000002 0.090070000000000025 0.10209000000000001 0.016915000000000003 -0.080244999999999997 0.089595000000000022 -0.23771499999999998 0.085955000000000018 0.41221000000000008 -1.0000000180025095e-35 0.084245000000000014 -0.14283999999999999 -0.0049799999999999992 0.083605000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 -6 -4 8 10 -10 12 -11 13 -3 17 -16 -17 18 19 20 -15 22 -22 26 25 -25 -24 -28 -29 -8
right_child=1 2 6 4 5 -7 29 -9 9 11 -12 -13 -14 14 15 16 -18 -19 -20 -21 21 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-3.4987808213862503e-05 5.1131748565239839e-05 4.9981883979247265e-05 7.5118948561361153e-05 3.8380686992940564e-05 1.9719003553237125e-06 -0.00018470721809838627 1.8535973335774405e-06 4.9344349756413272e-05 -0.00014117091999651168 -6.1214207175325086e-05 0.00010208116591456929 1.8116840267840277e-05 5.4396585925898863e-05 9.3115079487134884e-05 9.3046208418118542e-05 -5.4180581631564044e-05 6.1576739116472637e-05 3.7149960101601215e-05 4.4562523423034392e-05 -0.00011104789903789248 3.2589358658785182e-05 -8.4089209077788069e-05 -9.3165111721410314e-05 3.2135161709447858e-05 -5.2323580632965353e-05 -3.7906034385042196e-05 1.7759307640675535e-05 -8.0189822651648328e-06 -9.9789810749074541e-05 -5.7350315877225843e-05
leaf_weight=26 25 30 21 26 21 24 2248 36 20 39 20 59 38 23 21 28 22 32 24 31 31 33 27 60 39 26 23 23 23 22
leaf_count=26 25 30 21 26 21 24 2248 36 20 39 20 59 38 23 21 28 22 32 24 31 31 33 27 60 39 26 23 23 23 22
internal_value=0 2.93926e-07 -1.20063e-07 -6.22756e-06 -4.77981e-05 -9.75903e-05 1.95665e-06 -2.05876e-06 -4.8125e-06 -3.51007e-05 1.63877e-06 -1.34537e-05 -2.12312e-06 -6.45326e-06 -1.00864e-05 2.52338e-05 -3.24736e-06 -1.64351e-05 -2.11589e-05 -2.58117e-05 -1.72328e-05 -2.6138e-05 -1.85492e-05 -2.57225e-05 -8.78453e-06 1.09599e-05 -4.7777e-05 -3.00165e-05 -5.39044e-05 1.27981e-06
internal_weight=0 3095 3070 779 71 45 2291 708 672 118 554 98 534 496 466 71 50 395 363 339 308 285 252 221 125 86 96 69 46 2270
internal_count=3121 3095 3070 779 71 45 2291 708 672 118 554 98 534 496 466 71 50 395 363 339 308 285 252 221 125 86 96 69 46 2270
is_linear=0
shrinkage=0.1


Tree=3824
num_leaves=31
num_cat=0
split_feature=457 457 1348 148 457 457 13 151 49 49 132 50 1185 1203 150 151 151 48 9 33 9 456 456 130 2 45 0 16 2 1
split_gain=3.66655e-06 3.98674e-06 8.75889e-06 3.93335e-06 1.09744e-05 8.89115e-06 4.40465e-06 3.53612e-06 7.0184e-06 3.57526e-06 4.63584e-06 0.000108149 3.95627e-05 2.11703e-05 4.46224e-06 5.22703e-06 1.04334e-05 4.86491e-06 1.33295e-05 1.23147e-05 1.00909e-05 4.97719e-06 1.7459e-05 8.40122e-06 8.95383e-06 6.11592e-06 6.7455e-06 1.56798e-05 1.57349e-05 1.97053e-05
threshold=0.31508000000000008 0.11612500000000002 -0.047944999999999995 -0.065034999999999996 0.091495000000000007 0.097575000000000009 -0.081029999999999977 -0.5413699999999998 0.27293500000000009 0.15665000000000004 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089165000000000008 -0.094239999999999977 -0.15340499999999999 -0.096264999999999976 -0.032929999999999994 0.092890000000000014 -0.012019999999999998 0.085355000000000014 0.091580000000000009 0.089235000000000023 -0.23123999999999997 0.31358000000000003 0.094030000000000016 -0.14226499999999997 -0.0019699999999999995 0.083935000000000023 0.088975000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 -4 -5 9 10 11 13 -12 -9 -14 -16 -17 -18 19 -19 21 22 23 -21 25 26 27 28 -25 -30
right_child=-2 -3 3 5 -6 -7 -8 8 -10 -11 12 -13 14 -15 15 16 17 18 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-6.5990548155241423e-05 -3.3675634063001782e-05 3.4402698422715787e-05 3.803699920536019e-05 4.103537830815185e-05 7.425428313109917e-05 -6.3663946639280774e-05 -1.0861842473397182e-05 2.7937196166871339e-06 -4.8263990617366899e-05 4.0515111785763027e-05 -0.00013463424161686403 0.00023548992510768587 -3.7676446112116889e-05 -0.00010373689228366683 -4.1003102984783862e-05 5.864237966541682e-05 -3.572174099202597e-05 -6.9920663227094332e-05 6.0378929334252169e-05 6.3298280361951106e-05 6.5146014276251665e-05 4.1888191844918765e-05 -8.7221256466285055e-05 -6.6102186163054575e-05 -6.6858178632855933e-05 -4.6966880486083766e-05 -8.1472071664526396e-07 7.8143359819983352e-05 6.5366157508502833e-05 -1.110451143093129e-05
leaf_weight=20 32 34 25 21 27 22 70 167 30 22 22 20 31 21 30 31 37 25 37 21 24 28 23 26 20 27 2050 36 55 87
leaf_count=20 32 34 25 21 27 22 70 167 30 22 22 20 31 21 30 31 37 25 37 21 24 28 23 26 20 27 2050 36 55 87
internal_value=0 3.48856e-07 -3.01396e-08 4.04525e-07 1.79956e-05 -3.3221e-07 2.00627e-06 1.49734e-07 -1.4943e-07 3.58823e-07 4.53244e-08 1.44129e-05 -1.09967e-06 -9.10598e-06 3.54723e-08 4.92676e-07 9.85305e-07 2.69211e-07 8.10759e-07 -9.92421e-08 6.28975e-07 -2.35365e-08 -5.23975e-07 3.34784e-07 -2.39851e-07 3.44264e-07 9.10991e-07 1.82527e-05 5.41898e-06 1.85144e-05
internal_weight=0 3089 3055 3035 122 2913 95 2891 2870 2840 2818 208 2610 188 2588 2557 2527 2496 2459 2422 2397 2373 2345 2322 2301 2281 2254 204 168 142
internal_count=3121 3089 3055 3035 122 2913 95 2891 2870 2840 2818 208 2610 188 2588 2557 2527 2496 2459 2422 2397 2373 2345 2322 2301 2281 2254 204 168 142
is_linear=0
shrinkage=0.1


Tree=3825
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 4 2 16 33 9 16 13 41 41 403 42 403 1208 403 130 121 1210 133 131 1210 1209 131 16 4 129 402
split_gain=3.83149e-06 3.43669e-05 1.09523e-05 4.07864e-06 6.1171e-06 4.67554e-06 5.88633e-06 3.68406e-06 3.54543e-06 2.25394e-05 2.25349e-05 4.46725e-06 1.32245e-05 4.11202e-06 2.61329e-05 1.15085e-05 7.54867e-06 1.54902e-05 3.92265e-06 6.63689e-06 4.26514e-06 2.47265e-05 4.97205e-06 4.70843e-06 4.91857e-06 4.59356e-06 4.68036e-06 1.33407e-05 1.1096e-05 9.18931e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.11242999999999999 0.066685000000000008 0.097385000000000013 -0.073404999999999984 -0.044254999999999996 0.088235000000000022 -0.056919999999999991 -0.077799999999999994 0.086565000000000017 0.091290000000000024 -0.5492149999999999 0.091205000000000008 -0.5425549999999999 0.10233500000000001 -0.52800499999999995 -0.22699999999999995 -0.081149999999999986 -0.094799999999999982 -0.023589999999999996 0.13834500000000002 -0.08453999999999999 -0.069599999999999981 0.13052000000000002 -0.14158499999999996 -0.07712999999999999 -0.08133 0.098505000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 -3 11 10 -10 13 -13 14 -9 -15 17 -17 -19 -20 21 -21 23 -22 -25 26 27 -26 -28 -29
right_child=1 7 -4 4 -6 -7 -8 8 9 -11 -12 12 -14 15 -16 16 -18 18 19 20 22 -23 -24 24 25 -27 28 29 -30 -31
leaf_value=3.8383824157790518e-05 0.00012843185184118782 4.0804389837748289e-05 -7.2352865646718316e-05 8.4639515469981635e-07 -5.9915314514433877e-05 3.0352896497146609e-05 -5.0889670556302765e-05 -3.4585062656270602e-05 6.8901747727068143e-06 5.9769063522080191e-05 -0.00014322617287689353 9.1408215874772786e-05 -5.4053172704677078e-06 -7.6474559609778235e-05 0.00010994833110916343 -7.7768806911010941e-05 4.4520081964209739e-05 -4.0437781702469999e-05 4.4736164702705792e-05 -3.7969725360653685e-05 -4.3676648951637063e-05 0.00011258260030444945 4.8715470347815427e-05 3.5794180237442358e-05 -7.4811101868969368e-05 -4.9169320200235233e-05 6.7220159224234529e-05 -1.9269308542839738e-06 1.7062502686992155e-07 -6.7035313037669528e-05
leaf_weight=20 21 22 27 91 21 34 29 29 20 21 20 21 43 20 22 26 37 24 33 24 26 20 20 36 30 20 25 377 1939 23
leaf_count=20 21 22 27 91 21 34 29 29 20 21 20 21 43 20 22 26 37 24 33 24 26 20 20 36 30 20 25 377 1939 23
internal_value=0 9.69587e-07 -1.26615e-05 -4.39654e-06 -9.28572e-06 -2.38169e-06 -1.16565e-05 3.95288e-08 -2.74486e-07 -2.41241e-05 -6.8168e-05 2.46024e-07 2.63616e-05 -3.65986e-07 2.77627e-05 -9.0127e-07 -3.3305e-07 -9.65747e-07 -1.9683e-07 1.78523e-07 -4.00375e-07 3.04631e-05 -9.44444e-07 -1.34557e-06 -8.96346e-07 -1.44351e-06 -1.0448e-06 -1.04944e-05 1.02411e-06 -5.67066e-06
internal_weight=0 2899 222 195 175 154 120 2878 2856 61 40 2795 64 2731 51 2680 2660 2623 2597 2573 2540 44 2496 2476 2450 2414 2394 430 1964 400
internal_count=3121 2899 222 195 175 154 120 2878 2856 61 40 2795 64 2731 51 2680 2660 2623 2597 2573 2540 44 2496 2476 2450 2414 2394 430 1964 400
is_linear=0
shrinkage=0.1


Tree=3826
num_leaves=31
num_cat=0
split_feature=12 130 12 15 142 11 33 147 147 483 160 3 12 159 484 160 483 1451 0 16 1374 150 1374 12 151 1447 16 484 16 3
split_gain=3.4227e-06 6.75106e-06 3.6939e-06 1.11638e-05 1.06775e-05 1.10099e-05 8.78322e-06 5.13162e-06 7.91728e-06 6.12194e-06 4.63583e-06 1.58102e-05 1.34904e-05 2.02929e-05 2.40818e-05 1.16059e-05 7.18333e-06 8.80059e-06 6.35591e-06 6.69839e-06 2.70911e-05 2.34855e-05 2.18036e-05 5.3061e-05 2.18819e-05 1.48062e-05 1.66479e-05 1.42119e-05 1.41243e-05 3.67111e-05
threshold=0.23631000000000002 -0.22461999999999996 0.12757000000000002 -0.068899999999999975 -0.057499999999999989 -0.014494999999999999 -0.044254999999999996 0.099730000000000027 0.093875000000000014 -0.47181499999999993 0.11055500000000001 0.088060000000000013 0.090695000000000012 0.09599000000000002 -0.0082299999999999995 0.41446500000000003 -0.22060499999999997 0.084085000000000007 -0.26343999999999995 -0.0094449999999999968 0.087855000000000016 0.10635000000000001 0.087110000000000007 0.084535000000000013 -0.5225749999999999 -0.085684999999999997 -0.0083599999999999976 -0.093244999999999981 -0.013024999999999998 -0.086049999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -7 8 9 -8 16 12 13 14 -12 -14 -11 18 -18 22 21 25 24 -24 -20 -21 -27 -28 -26 -30
right_child=-2 2 3 -5 5 6 7 -9 -10 10 11 -13 15 -15 -16 -17 17 -19 19 20 -22 -23 23 -25 28 26 27 -29 29 -31
leaf_value=5.0070875415628876e-05 -3.8433878343430882e-05 6.8219616581621309e-05 -8.5805711314606022e-05 4.9684262454060709e-06 -7.0658870456761426e-05 6.6391052387189118e-05 4.649290843060174e-05 4.0368449187935183e-05 -5.5469265435721566e-05 6.0098264057160123e-05 -1.5411332732093379e-06 -9.4150368544354063e-05 2.9780208954186742e-06 -5.8738332063512645e-05 0.00014441464876654211 -0.00010227575407043334 5.1669950880750552e-05 -6.614244732190855e-05 -9.7334281335034506e-05 6.8711328713106918e-05 -0.00012217268638778478 9.7549211430057107e-05 0.00019334089498443063 -2.7202252325272033e-05 1.2574990406099634e-06 -8.1295365042376129e-05 5.6656977572214707e-05 -9.4297218333009843e-06 0.00015371487871479158 -6.4125563878361593e-06
leaf_weight=27 23 23 20 42 22 20 28 31 26 20 26 23 22 20 20 20 24 20 22 25 20 22 20 24 1645 31 34 758 22 41
leaf_count=27 23 23 20 42 22 20 28 31 26 20 26 23 22 20 20 20 24 20 22 25 20 22 20 24 1645 31 34 758 22 41
internal_value=0 2.85326e-07 -1.52385e-07 -2.43136e-05 3.45452e-07 -1.77356e-07 3.45786e-07 -1.02891e-07 -5.33585e-07 -3.88402e-08 -4.94555e-07 -1.88702e-05 -2.83835e-06 2.53554e-05 6.19179e-05 -4.71428e-05 3.87855e-07 -5.31382e-08 4.38598e-07 -2.29459e-08 -7.1024e-06 -4.45711e-06 3.52875e-06 7.30446e-05 1.76072e-06 -7.1035e-06 -9.4065e-06 -6.59267e-06 3.03712e-06 4.9505e-05
internal_weight=0 3098 3071 62 3009 2986 2964 2944 2913 2887 2859 131 108 66 46 42 2728 2708 2688 2664 890 870 1774 44 1730 848 823 792 1708 63
internal_count=3121 3098 3071 62 3009 2986 2964 2944 2913 2887 2859 131 108 66 46 42 2728 2708 2688 2664 890 870 1774 44 1730 848 823 792 1708 63
is_linear=0
shrinkage=0.1


Tree=3827
num_leaves=31
num_cat=0
split_feature=130 130 132 1185 1203 11 1 1 10 43 13 13 10 9 45 401 0 133 43 12 3 1456 1456 1456 403 1456 133 0 1208 1210
split_gain=3.45645e-06 5.66546e-06 3.40271e-06 2.77792e-05 8.75275e-06 3.88201e-06 3.44416e-06 1.82127e-05 1.20873e-05 7.33052e-06 1.02743e-05 6.97734e-06 5.89857e-06 1.06743e-05 5.62264e-06 3.85033e-06 2.1697e-05 1.29407e-05 1.13701e-05 5.1387e-06 1.08804e-05 5.82315e-06 8.44836e-06 6.51714e-06 1.36086e-05 7.63771e-06 5.64479e-06 2.72729e-05 6.01268e-06 6.15915e-06
threshold=-0.22699999999999995 -0.14845499999999998 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.106895 0.13686500000000004 0.13842500000000005 0.11294000000000003 -0.063379999999999978 -0.13710499999999998 -0.41572999999999993 0.053330000000000009 0.08925000000000001 0.094030000000000016 -0.078179999999999986 -0.071719999999999992 0.51114000000000004 0.05259500000000001 0.11586 -0.05647499999999999 0.11510000000000002 0.099575000000000011 0.091180000000000011 -0.55683499999999986 0.088020000000000001 0.40945500000000007 -0.068189999999999987 0.092250000000000013 -0.094799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 8 -8 12 -9 11 -11 13 14 15 16 18 19 -5 21 -21 22 23 24 -17 26 28 -28 29 -26
right_child=1 2 3 5 -6 -7 7 9 -10 10 -12 -13 -14 -15 -16 17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-3.6308791347367408e-05 5.2069215806633501e-05 -4.5644388846799446e-06 0.00011546291939122881 3.2131883199326697e-05 -6.537259176655897e-05 4.3924835517827893e-05 -9.9103444381398734e-05 -4.0384631222078694e-05 6.9728583155665542e-05 1.5552628467765736e-05 6.3619195702029115e-05 -5.7095348824987017e-05 -4.4984623366025487e-05 6.6748408426065001e-05 -4.481917188741136e-05 -7.9574194422180186e-05 9.9299577064812194e-05 -6.467710106423305e-05 -5.6419952056001354e-05 -7.5778437485496403e-05 8.7108949550643698e-06 3.9911029532384802e-05 -5.2277509288008644e-05 4.9974857473797682e-05 3.4964585389460294e-05 6.1325282738488614e-05 9.3416829365137793e-05 -5.216648757844021e-05 -4.1156581875319328e-05 -2.0393316745142788e-07
leaf_weight=26 21 192 21 29 27 20 22 33 25 39 29 20 29 24 28 21 25 31 29 27 35 38 30 27 51 21 31 22 35 2113
leaf_count=26 21 192 21 29 27 20 22 33 25 39 29 20 29 24 28 21 25 31 29 27 35 38 30 27 51 21 31 22 35 2113
internal_value=0 3.05013e-07 -4.86131e-08 8.72853e-07 -1.20613e-05 2.37382e-08 -2.88281e-07 -1.54082e-05 5.21207e-07 -1.90832e-07 1.48818e-05 -9.0738e-06 -1.3268e-07 3.64342e-07 -2.50088e-07 2.36436e-07 2.14233e-05 -4.7207e-07 -1.2144e-05 3.39989e-07 -2.80828e-05 1.07763e-06 4.49949e-07 1.13148e-06 5.56597e-07 1.29692e-06 7.3715e-07 3.2986e-05 -4.01079e-08 6.249e-07
internal_weight=0 3095 3074 2855 219 2834 2814 143 2671 121 88 59 2646 2617 2593 2565 83 2482 58 2451 62 2389 2351 2321 2294 2273 2252 53 2199 2164
internal_count=3121 3095 3074 2855 219 2834 2814 143 2671 121 88 59 2646 2617 2593 2565 83 2482 58 2451 62 2389 2351 2321 2294 2273 2252 53 2199 2164
is_linear=0
shrinkage=0.1


Tree=3828
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 48 132 399 1429 156 16 474 1429 157 1429 1456 160 481 1447 13 160 481 1212 158 13 50 15 474 475 13
split_gain=3.75837e-06 9.33329e-05 4.53303e-05 2.30546e-05 3.35776e-06 3.95194e-06 5.14121e-06 3.90629e-06 3.31362e-06 1.17996e-05 4.52521e-06 5.45894e-06 3.45566e-06 1.80421e-05 5.33881e-06 5.90636e-06 4.33524e-06 3.73652e-06 2.61099e-05 2.41649e-05 4.74687e-05 7.64144e-06 2.69901e-05 4.70695e-06 8.54312e-06 6.48175e-06 1.33204e-05 4.68259e-06 6.68212e-06 3.62366e-05
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.086035000000000014 -0.41127499999999995 0.085965000000000014 -0.23752499999999996 0.32523500000000005 0.63636000000000015 0.11787500000000002 0.11023000000000001 -0.06482499999999998 0.092020000000000005 0.12034500000000002 0.51752500000000012 -0.086484999999999992 -0.085684999999999997 -0.081029999999999977 -0.0080249999999999991 -0.081434999999999994 0.041590000000000009 0.12212000000000002 -0.070999999999999994 -0.13200999999999999 -0.066844999999999988 -0.10891999999999999 -0.085719999999999977 -0.085804999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -8 -4 10 11 12 14 -14 15 16 17 18 -10 20 -20 22 -19 25 -25 26 -23 -27 29 -29
right_child=2 -3 8 -5 -6 -7 7 -9 9 -11 -12 -13 13 -15 -16 -17 -18 21 19 -21 -22 23 -24 24 -26 27 -28 28 -30 -31
leaf_value=4.9832301665446725e-05 -0.00014395140902210684 0.00020320436287380762 -4.0423304762953198e-05 -0.00011147093556928666 3.9355926596077297e-05 -4.3588533506928282e-05 -4.5267561827131434e-05 3.4017865568494793e-06 8.8951535578546881e-05 7.6963870060353667e-05 -3.4393286104635704e-05 5.1142397638787294e-05 3.9122456091718052e-05 -9.3589556490769618e-05 4.100276082681376e-05 -4.4208180831143795e-05 4.1858316253637893e-05 -9.0764768972601619e-05 -0.00017641200502112043 5.2416049634459724e-05 4.146121285884874e-05 -9.4413035445281173e-06 4.6140663228773823e-05 -7.8037665597158984e-05 1.328434591414407e-05 -3.6377261567395186e-05 9.4539346958878346e-05 0.00012446564128536179 -6.1864815047893335e-07 -1.246457149510902e-05
leaf_weight=20 22 23 20 20 21 21 20 94 35 20 38 21 20 21 32 30 25 36 20 29 20 28 24 21 20 35 22 27 2268 68
leaf_count=20 22 23 20 20 21 21 20 94 35 20 38 21 20 21 32 30 25 36 20 29 20 28 24 21 20 35 22 27 2268 68
internal_value=0 1.26322e-05 -9.5328e-07 -9.73082e-06 1.83056e-06 -3.25353e-06 3.06763e-06 -5.1367e-06 1.39067e-07 4.2272e-07 -1.16303e-07 3.48553e-07 -3.50035e-08 -2.8852e-05 3.962e-07 -8.36416e-08 4.10659e-07 2.00852e-08 1.85996e-05 -1.70862e-05 -6.74754e-05 -7.37963e-07 -3.60026e-05 1.12129e-07 -3.34903e-05 6.74915e-07 3.63102e-05 -6.81054e-08 4.69694e-07 2.64524e-05
internal_weight=0 219 2902 196 176 155 134 114 2880 2860 2840 2802 2781 41 2740 2708 2678 2653 104 69 40 2549 60 2489 41 2448 50 2398 2363 95
internal_count=3121 219 2902 196 176 155 134 114 2880 2860 2840 2802 2781 41 2740 2708 2678 2653 104 69 40 2549 60 2489 41 2448 50 2398 2363 95
is_linear=0
shrinkage=0.1


Tree=3829
num_leaves=31
num_cat=0
split_feature=421 9 33 2 9 149 1420 157 46 1456 51 97 34 9 16 1 4 1 3 3 1 1 1 0 52 1 49 49 16 43
split_gain=3.5123e-06 7.15096e-06 1.33785e-05 1.18229e-05 1.04507e-05 5.51937e-06 3.36643e-06 1.00481e-05 3.34014e-06 5.57564e-06 4.22396e-06 3.45521e-06 4.77608e-06 3.45621e-06 6.75599e-06 4.38405e-06 7.39983e-06 5.49706e-06 7.4945e-06 1.25529e-05 6.46119e-06 6.15042e-06 2.0749e-05 2.62995e-05 3.84234e-05 2.43201e-05 1.32113e-05 2.70314e-05 1.89423e-05 1.17257e-05
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.012019999999999998 -0.15339499999999998 0.087755000000000014 0.10096000000000001 0.056520000000000008 0.63397500000000007 0.084955000000000017 0.12034500000000002 0.086310000000000012 -0.086464999999999986 -0.085489999999999997 -0.036024999999999995 -0.14771999999999999 0.14326500000000003 0.51164000000000009 0.12656000000000003 -0.047929999999999993 0.0051600000000000005 0.11846000000000002 0.10293500000000001 0.107145 -0.14794999999999997 -1.0000000180025095e-35 0.10797500000000002 -0.046019999999999998 -0.0020949999999999996 -0.083134999999999987 -0.078139999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 8 9 11 -10 -4 -13 14 -14 17 -17 20 -19 -20 21 -15 23 -23 -25 -24 28 -28 -27 -29
right_child=1 3 4 -5 -6 -7 -8 -9 10 -11 -12 12 13 15 -16 16 -18 18 19 -21 -22 22 25 24 -26 26 27 29 -30 -31
leaf_value=-4.1771944170250213e-05 -7.3166632681022749e-05 -6.0033066729374701e-06 -3.8529674226162534e-05 9.7150096044060783e-05 7.2335263394052165e-05 -5.0095630996855278e-05 -3.7934064786658507e-05 7.1113195062935119e-05 6.126933933046531e-05 -3.9527384721319936e-05 -1.5676527413154912e-06 4.7899227744589257e-05 8.7075690680649144e-06 1.7063027270636364e-06 -6.727465505801691e-05 -6.7504817324286133e-07 7.0251590492868363e-05 1.7132623288489412e-05 -0.00010246078792553582 -9.7461803397891339e-06 3.0489973248133003e-05 2.813562008794116e-05 9.9126182552330036e-05 -3.3617752982852679e-05 -0.00019429777590134606 -1.7025369851142859e-05 -0.00013123573551638402 -5.1458590889917502e-05 0.00011137572587358591 1.7039014188389071e-05
leaf_weight=20 25 25 23 20 20 22 23 20 20 36 23 21 25 2248 22 38 24 30 23 40 71 29 24 46 22 27 20 37 20 77
leaf_count=20 25 25 23 20 20 22 23 20 20 36 23 21 25 2248 22 38 24 30 23 40 71 29 24 46 22 27 20 37 20 77
internal_value=0 2.69413e-07 -3.13308e-07 3.98427e-05 2.87593e-07 -1.9097e-07 1.76345e-07 4.71874e-07 -7.70059e-09 -4.17505e-07 2.76589e-05 7.35853e-08 3.85778e-07 3.23301e-08 -2.68586e-05 4.87616e-07 2.67804e-05 -1.13031e-07 -2.4005e-05 -4.35944e-05 7.3472e-07 -9.37595e-08 -1.34929e-05 -5.15983e-05 -8.56025e-05 4.53746e-06 -8.00469e-06 -2.40051e-05 3.76134e-05 -5.19266e-06
internal_weight=0 3101 3056 45 3031 3011 2989 2966 2946 2903 43 2867 2844 2823 47 2776 62 2714 93 63 2621 2550 302 97 68 205 181 134 47 114
internal_count=3121 3101 3056 45 3031 3011 2989 2966 2946 2903 43 2867 2844 2823 47 2776 62 2714 93 63 2621 2550 302 97 68 205 181 134 47 114
is_linear=0
shrinkage=0.1


Tree=3830
num_leaves=31
num_cat=0
split_feature=12 130 147 147 147 1426 1348 148 49 0 16 1374 1375 402 16 475 2 1372 475 4 456 160 43 160 52 484 13 43 4 43
split_gain=3.44549e-06 5.9894e-06 4.68373e-06 8.83199e-06 5.3299e-06 3.32396e-06 4.54347e-06 3.85904e-06 2.1014e-05 7.31732e-06 4.36436e-06 2.5619e-05 1.81016e-05 1.3285e-05 2.34547e-05 1.20964e-05 3.529e-05 1.91249e-05 1.7652e-05 9.56771e-06 8.71527e-06 9.69865e-06 1.48373e-05 1.39912e-05 1.34075e-05 2.04212e-05 1.02835e-05 7.87867e-06 1.56137e-05 1.66375e-05
threshold=0.23631000000000002 -0.22461999999999996 0.11204500000000002 0.099730000000000027 0.093875000000000014 -0.094284999999999994 0.085630000000000012 -0.083779999999999979 -0.008964999999999999 -0.24955499999999997 -0.0094449999999999968 0.087110000000000007 -0.084629999999999997 0.10874500000000002 -0.0083599999999999976 -0.085684999999999997 0.087545000000000026 -0.065504999999999994 -0.082274999999999987 -0.17966999999999997 0.088285000000000016 -0.090484999999999996 -0.081154999999999991 -0.083259999999999987 0.093665000000000012 -0.017214999999999998 -0.072819999999999982 -0.080324999999999994 -0.015039999999999998 -0.095589999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 -7 -9 15 12 -12 14 -14 16 -11 -17 -19 -20 21 22 -16 -23 27 -26 -24 28 -25 -30
right_child=-2 2 -4 -5 -6 6 -8 9 -10 10 11 -13 13 -15 20 17 -18 18 19 -21 -22 23 26 24 25 -27 -28 -29 29 -31
leaf_value=4.7179394176863652e-05 -3.8561618210856665e-05 3.7986318120206506e-05 -4.8360974451497898e-05 6.0614109740223893e-05 -4.3716136704980662e-05 -3.1059529547511142e-05 -3.8259804693640742e-05 5.1569450685443975e-05 0.00010060200506400593 -2.0807306230251148e-05 8.8046538786286315e-05 -0.00011812520446255805 -0.00010786231904722113 5.3775652486365291e-05 7.1010173106563019e-05 -8.2733981738177442e-05 0.00015311385716131553 8.2305099264582779e-05 5.5902380435943471e-05 -1.4475713705877233e-07 4.6507201102119122e-05 -7.9443062764014423e-05 -5.3278501374214627e-05 1.6044609521014975e-06 1.2519657990196722e-05 -0.00010810415293462939 2.8028423611041427e-05 4.0805306892205775e-06 8.9369156298094558e-06 -7.5112666200362191e-05
leaf_weight=27 23 23 20 24 28 27 31 27 22 28 21 20 23 36 38 27 20 27 31 1742 31 29 28 162 25 32 35 407 35 72
leaf_count=27 23 23 20 24 28 27 31 27 22 28 21 20 23 36 38 27 20 27 31 1742 31 29 28 162 25 32 35 407 35 72
internal_value=0 2.86285e-07 -1.25995e-07 1.90196e-07 -2.88884e-07 1.16573e-07 -1.76103e-07 2.24778e-07 2.80538e-05 -2.46087e-07 -7.3372e-07 -6.09048e-06 -3.78998e-06 -5.81366e-06 -8.15304e-06 2.10608e-06 5.16598e-05 8.04175e-07 2.05725e-06 8.35198e-07 -5.58781e-06 -7.45913e-06 2.16592e-05 -1.13187e-05 -8.62341e-06 -5.5199e-05 -8.10799e-06 -4.69619e-06 -1.79755e-05 -4.76198e-05
internal_weight=0 3098 3071 3051 3027 2999 2976 2945 49 2896 2869 994 974 953 917 1875 48 1827 1800 1773 894 863 101 762 733 57 63 676 269 107
internal_count=3121 3098 3071 3051 3027 2999 2976 2945 49 2896 2869 994 974 953 917 1875 48 1827 1800 1773 894 863 101 762 733 57 63 676 269 107
is_linear=0
shrinkage=0.1


Tree=3831
num_leaves=31
num_cat=0
split_feature=130 40 156 475 52 0 1374 16 12 130 484 50 12 375 16 16 160 16 1 1 1 1 43 1 2 3 13 403 160 15
split_gain=3.72425e-06 5.07604e-06 3.48221e-06 5.17418e-06 3.7352e-06 1.40519e-05 1.13729e-05 9.67668e-06 7.4384e-06 9.72267e-06 1.24754e-05 9.37691e-06 2.93592e-05 6.93248e-06 7.27699e-06 3.59136e-05 8.97903e-06 7.89532e-06 1.34399e-05 0.00015209 9.36113e-05 5.49348e-05 9.48069e-05 2.2239e-05 2.34515e-05 4.06594e-05 4.19063e-05 3.07342e-05 3.11957e-05 2.14722e-05
threshold=-0.22699999999999995 -0.23755499999999996 0.3248100000000001 0.13528000000000004 -0.080114999999999978 -0.22491999999999998 -0.26569999999999994 -0.08453999999999999 0.11418000000000002 0.10433000000000002 -0.43075499999999994 -0.096124999999999988 0.089625000000000024 0.083605000000000013 0.15891500000000003 0.22339500000000004 -0.013904999999999999 -0.084119999999999986 0.091345000000000023 0.09202500000000001 0.092845000000000025 0.089370000000000019 -0.041049999999999996 0.088305000000000008 0.083715000000000026 -0.086224999999999982 -0.082014999999999991 -0.54856499999999986 -0.55045999999999984 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 -7 9 10 -9 12 -12 14 17 -16 -17 -8 21 -20 -21 23 -23 24 25 -19 -27 -26 -29 -22
right_child=1 2 -4 -5 6 7 13 8 -10 -11 11 -13 -14 -15 15 16 -18 18 19 20 29 22 -24 -25 27 26 -28 28 -30 -31
leaf_value=-3.7689125075793043e-05 4.5194412290584297e-05 -7.5777785501226648e-05 -3.8813003123758125e-05 4.9710077343791321e-05 7.514518081387948e-05 4.6236994888671245e-05 -3.7945373542126434e-06 -8.1949862665385901e-05 -5.4133868269995986e-05 6.4648196239431858e-05 -2.5022838819881368e-05 -7.5527345011549751e-06 0.00012215591312902374 -5.4647776067378635e-05 -0.00014032223601437484 -1.5274640481081968e-05 6.6134090593550362e-05 -2.1577874327240531e-06 -0.0002513130440396102 0.00020419899037338123 3.9446682125950859e-05 -1.2555929916860835e-05 0.00024129933229102919 -7.2422259954967578e-05 -9.2321631241394522e-05 3.7800842457490159e-05 0.00023572315350975259 -0.00011339846052578652 1.3441322007151053e-05 -2.3559508648219795e-05
leaf_weight=26 25 28 23 21 21 37 975 21 31 20 33 543 23 22 21 42 20 51 24 23 75 31 28 33 31 23 20 20 636 194
leaf_count=26 25 28 23 21 21 37 975 21 31 20 33 543 23 22 21 42 20 51 24 23 75 31 28 33 31 23 20 20 636 194
internal_value=0 3.16621e-07 -4.88336e-08 2.43774e-07 -9.95148e-08 -6.2968e-06 1.89228e-06 -3.54896e-06 -6.29424e-06 -3.97701e-06 -6.19073e-06 -3.53473e-06 3.54256e-05 1.21431e-06 1.76124e-06 -2.72966e-05 1.09862e-05 2.87576e-06 8.34551e-06 -9.32589e-06 1.05635e-05 1.4742e-05 0.000107918 7.9885e-06 1.13861e-05 5.82323e-05 0.000129858 4.97633e-06 9.57426e-06 -5.99273e-06
internal_weight=0 3095 3070 3047 3026 736 2290 708 671 640 620 599 56 2269 2247 83 62 2164 1189 316 292 873 59 814 781 94 43 687 656 269
internal_count=3121 3095 3070 3047 3026 736 2290 708 671 640 620 599 56 2269 2247 83 62 2164 1189 316 292 873 59 814 781 94 43 687 656 269
is_linear=0
shrinkage=0.1


Tree=3832
num_leaves=31
num_cat=0
split_feature=151 1373 150 15 1348 447 147 147 0 1365 49 3 3 394 457 457 3 13 133 403 1209 1 1 1 1 1 4 403 1210 4
split_gain=3.35413e-06 4.4812e-06 5.84784e-06 2.09669e-05 8.8919e-06 6.66525e-06 1.50128e-05 1.12497e-05 5.64556e-06 4.41084e-06 4.18937e-06 4.02753e-06 4.30266e-05 2.55814e-05 1.12487e-05 1.44397e-05 1.07088e-05 3.20543e-05 3.25206e-05 1.27904e-05 2.48571e-05 9.64199e-06 9.22245e-05 5.61454e-05 4.40894e-05 4.42428e-05 1.81833e-05 1.43224e-05 2.9867e-05 2.30161e-05
threshold=0.29373000000000005 -1.0000000180025095e-35 0.12416000000000001 -0.037864999999999989 -0.047944999999999995 0.089595000000000022 0.094705000000000011 0.091170000000000015 -0.26343999999999995 0.087370000000000017 0.42011000000000004 -0.083489999999999995 -0.08323499999999999 0.10276 -0.083804999999999977 -0.06290999999999998 -0.082594999999999988 -0.083619999999999986 0.087170000000000011 -0.5341999999999999 -0.083969999999999989 0.09253500000000002 0.091450000000000017 0.093700000000000019 0.090540000000000023 0.089625000000000024 -0.50940999999999981 -0.0038999999999999994 -0.086074999999999985 -0.077834999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 8 -7 -6 10 11 13 -13 -10 -14 -16 17 -17 -19 -18 -21 22 24 -23 25 26 -22 28 -28 -29
right_child=-2 2 3 -5 5 7 -8 -9 9 -11 -12 12 14 -15 15 16 19 18 -20 20 21 23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-4.3325487543673567e-05 3.804698127445907e-05 -6.6958667894141392e-05 0.00010387243427154002 -2.7200894300431876e-05 5.1562054639881743e-05 -1.8907676136829346e-05 -8.3018514950791464e-05 7.0513473859618367e-05 1.8923188484640727e-06 3.9023709489681228e-05 -4.5360431934005611e-05 -0.0001337502413589391 -5.0408810813243453e-05 0.00010422225156798959 7.6724098926206358e-05 0.00012787069307523781 -6.2046112806355167e-05 -0.00010125240217100575 6.394455217210075e-05 8.0373489133004727e-05 -9.2563376908757447e-05 0.00013509135104641245 -0.00021724852290173574 -1.0932278427083567e-06 0.00013141400420211183 -0.00013486702961287207 -0.00014242062723496929 4.9210706166210303e-05 -1.2980742588674397e-05 -3.3920813533644504e-06
leaf_weight=24 23 20 23 26 21 24 22 34 1071 28 21 25 46 25 24 25 36 22 26 36 23 32 21 561 23 27 20 98 164 550
leaf_count=24 23 20 23 26 21 24 22 34 1071 28 21 25 46 25 24 25 36 22 26 36 23 32 21 561 23 27 20 98 164 550
internal_value=0 -2.82461e-07 5.35938e-08 3.43233e-05 -5.01519e-07 -5.92087e-08 -7.19917e-07 3.35116e-05 -1.00919e-07 -4.74515e-07 -8.5906e-07 -5.31729e-07 -3.49648e-06 4.22649e-06 -1.61855e-06 -2.88954e-07 -1.39972e-06 3.60517e-05 -1.17707e-05 -3.11811e-06 -1.75386e-06 -3.70026e-06 -1.00759e-05 6.25569e-06 -5.26861e-06 -8.8329e-06 -4.85287e-06 -2.42818e-06 -2.70503e-05 4.56328e-06
internal_weight=0 3098 3074 49 3025 3005 2947 58 2925 2904 2876 2855 1759 1096 1734 1688 1664 73 48 1591 1555 1519 926 593 905 882 855 832 184 648
internal_count=3121 3098 3074 49 3025 3005 2947 58 2925 2904 2876 2855 1759 1096 1734 1688 1664 73 48 1591 1555 1519 926 593 905 882 855 832 184 648
is_linear=0
shrinkage=0.1


Tree=3833
num_leaves=31
num_cat=0
split_feature=1375 132 1185 1203 12 4 10 16 51 33 33 45 142 147 1 148 148 483 160 479 479 0 52 52 16 15 3 12 0 12
split_gain=3.44667e-06 3.36339e-06 2.69962e-05 1.33365e-05 3.25879e-06 6.08931e-06 4.24978e-06 2.15206e-05 2.97257e-05 4.2873e-05 8.27137e-06 5.42095e-06 4.53684e-06 4.63595e-06 2.17602e-05 8.5e-06 5.72404e-06 3.78647e-06 5.31234e-06 4.0354e-06 5.85399e-06 4.862e-06 8.36865e-06 6.80598e-06 2.76555e-05 1.08944e-05 2.35976e-05 2.08801e-05 5.2586e-05 1.65983e-05
threshold=-0.42089999999999994 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 0.087505000000000013 0.082285000000000011 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 0.095485000000000014 0.10937500000000001 -0.098399999999999974 -0.084924999999999987 -0.47356499999999996 0.51262000000000008 0.10769500000000001 0.098035000000000011 0.13134000000000004 0.095415000000000014 0.091275000000000009 0.15891500000000003 0.11728000000000001 -0.07359499999999998 0.093105000000000007 -0.069954999999999976 0.091930000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 9 -4 -8 12 -12 15 -15 -14 -17 -18 19 20 21 23 -23 -19 25 26 29 -28 -29 -25
right_child=1 2 4 -5 -6 -7 10 -9 -10 -11 11 -13 13 14 -16 16 17 18 -20 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-3.6257380503019916e-05 -2.2429103499178512e-06 0.00011418707808410371 -0.00020481844171410472 -7.6070202976552539e-05 -3.7100036918317254e-05 5.0850577364750887e-05 5.6081102768614616e-05 4.5851206717391812e-05 3.5726241306595816e-05 -2.7505851383986218e-06 4.7274312410514716e-05 -3.8089036757406174e-05 -5.5766977466528604e-05 9.5111351110972468e-05 -4.2968594891048964e-05 5.2630838191752059e-05 -4.1099652497161351e-05 2.2928923910353049e-06 5.0653284632149045e-05 -3.2192171075669309e-05 5.4527559632333579e-05 2.1295370632203213e-06 7.9144250360384063e-05 -1.449290078220483e-05 -0.00012310880826719636 3.3626280408677052e-05 -1.3635912566842894e-05 -0.00021006273999101606 1.5366484149126336e-06 3.3176589746679906e-05
leaf_weight=26 194 21 21 28 23 24 27 33 24 21 21 36 27 25 21 21 22 1850 21 38 20 43 21 210 21 61 62 23 24 112
leaf_count=26 194 21 21 28 23 24 27 33 24 21 21 36 27 25 21 21 22 1850 21 38 20 43 21 210 21 61 62 23 24 112
internal_value=0 3.04579e-07 1.22094e-06 -1.15545e-05 3.89142e-07 6.93932e-07 2.64784e-07 -2.00852e-05 -5.30533e-05 -0.000103785 1.00929e-06 4.54259e-07 9.79253e-07 6.08469e-07 3.20749e-05 4.6569e-08 6.37768e-07 2.05863e-07 5.68482e-07 1.4523e-07 6.47404e-07 2.03398e-07 2.74e-05 -5.332e-07 -1.07248e-05 -5.92788e-06 -1.1526e-05 -5.1743e-05 -0.000102012 2.08779e-06
internal_weight=0 3095 2873 222 2852 2829 2805 99 66 42 2706 2679 2643 2622 46 2576 2549 2528 2506 2485 2447 2427 64 2363 513 492 431 109 47 322
internal_count=3121 3095 2873 222 2852 2829 2805 99 66 42 2706 2679 2643 2622 46 2576 2549 2528 2506 2485 2447 2427 64 2363 513 492 431 109 47 322
is_linear=0
shrinkage=0.1


Tree=3834
num_leaves=31
num_cat=0
split_feature=421 9 33 2 9 149 132 50 1185 1203 16 16 0 15 133 16 457 1374 457 457 457 1375 160 484 13 16 484 51 160 13
split_gain=3.50011e-06 5.86724e-06 1.23841e-05 1.06221e-05 1.06058e-05 4.4602e-06 3.40549e-06 9.09485e-05 4.5838e-05 1.70055e-05 3.49037e-06 6.89124e-06 4.65786e-06 3.24924e-06 3.21143e-06 5.39044e-06 3.17462e-06 4.09087e-06 6.6034e-06 8.7303e-06 6.87707e-06 5.72334e-06 4.59462e-06 1.88575e-05 1.9197e-05 2.75539e-05 3.52172e-05 1.52268e-05 1.12142e-05 2.069e-05
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.009184999999999997 -0.15339499999999998 0.085555000000000006 0.10096000000000001 -0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089165000000000008 -0.097644999999999996 -0.090054999999999982 -0.087084999999999982 0.23208000000000004 -0.019454999999999997 -0.072804999999999981 0.31508000000000008 -0.096434999999999979 0.11612500000000002 0.098180000000000003 0.091945000000000013 -0.082349999999999993 0.085330000000000003 0.068975000000000009 -0.083364999999999981 -0.018494999999999998 -1.0000000180025095e-35 -0.043349999999999993 0.062030000000000009 -0.081434999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 9 -8 10 -4 -12 -13 16 15 -14 17 -10 19 20 21 -19 28 24 25 26 -24 -26 -23 -30
right_child=1 3 4 -5 -6 -7 8 -9 13 -11 11 12 14 -15 -16 -17 -18 18 -20 -21 -22 22 23 -25 27 -27 -28 -29 29 -31
leaf_value=-4.1699402718222704e-05 -6.6458378991488386e-05 -7.3407903255429122e-06 3.8916455258169499e-05 9.0433811565162627e-05 6.8000887973618747e-05 -4.5025619196663191e-05 -0.00014454332459453407 0.00021535804966333672 -4.0692402156613149e-05 -9.3589605655454636e-05 -4.9499273531923628e-05 4.2137828521455442e-05 4.1909785068128258e-05 3.5561950510152832e-05 -2.8362371376715601e-05 -1.7744434466514965e-05 -3.177600677102624e-05 4.1044646872358178e-05 5.6633297433671982e-05 -6.1005974724969781e-05 4.5555115352994213e-05 1.1561853539297771e-07 -5.3807483254786351e-07 7.4847543345660358e-05 -5.6470619450477464e-05 2.8879486845570765e-06 -0.00016969484595961149 1.5882390776181746e-05 0.00012395184887628561 2.704311657789791e-07
leaf_weight=20 28 25 22 20 23 22 22 20 24 21 27 28 28 26 35 33 31 34 21 23 34 2203 20 23 37 44 32 136 21 38
leaf_count=20 28 25 22 20 23 22 22 20 24 21 27 28 28 26 35 33 31 34 21 23 34 2203 20 23 37 44 32 136 21 38
internal_value=0 2.68943e-07 -2.58889e-07 3.61146e-05 3.5326e-07 -1.64509e-07 1.66347e-07 1.23203e-05 -7.72962e-07 -8.61142e-06 1.70385e-06 -3.71786e-06 6.25068e-06 3.78457e-07 -4.21641e-06 9.63783e-06 4.22681e-08 4.08947e-07 7.78952e-07 3.35496e-07 8.73579e-07 2.86573e-07 -2.56017e-07 -1.20611e-05 -1.9492e-05 -5.53534e-05 -0.000104635 4.08048e-07 1.26789e-06 4.42926e-05
internal_weight=0 3101 3056 45 3028 3005 2983 214 2769 194 173 151 124 2747 96 61 2721 2690 2666 2645 2622 2588 2554 292 269 96 52 173 2262 59
internal_count=3121 3101 3056 45 3028 3005 2983 214 2769 194 173 151 124 2747 96 61 2721 2690 2666 2645 2622 2588 2554 292 269 96 52 173 2262 59
is_linear=0
shrinkage=0.1


Tree=3835
num_leaves=31
num_cat=0
split_feature=9 9 10 43 11 132 1185 15 1186 51 16 52 130 2 1204 1429 156 1429 1417 1429 2 52 12 1429 52 1429 49 1429 160 1429
split_gain=3.74325e-06 7.89263e-06 1.17013e-05 2.18766e-05 1.04704e-05 3.24996e-06 2.85907e-05 9.21555e-06 1.13998e-05 3.50774e-06 5.78698e-06 1.37564e-05 4.46409e-06 8.25503e-06 5.62639e-06 3.18478e-06 1.05148e-05 5.04025e-06 4.35502e-06 5.69156e-06 1.4136e-05 4.0457e-06 8.73027e-06 5.2037e-06 4.62469e-06 3.98178e-06 2.53941e-05 2.30541e-05 6.21422e-06 1.57147e-05
threshold=0.10750500000000002 0.092890000000000014 0.053330000000000009 -0.076834999999999987 -1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 1.0000000180025095e-35 -0.081299999999999983 -0.0055649999999999996 0.096505000000000021 0.085485000000000019 -0.08483499999999998 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 -0.079519999999999993 -0.069929999999999978 0.08734500000000002 -0.55692499999999978 0.086565000000000017 -0.026244999999999997 -0.55061999999999989 0.083725000000000008 0.10671500000000002 0.079510000000000011 -0.063384999999999983 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 8 9 10 12 -12 13 14 -6 -8 17 -17 -19 20 -20 22 -21 -23 -25 27 28 -26 -27 -30
right_child=-2 -3 3 -5 5 6 15 -9 -10 -11 11 -13 -14 -15 -16 16 -18 18 19 21 -22 23 -24 24 25 26 -28 -29 29 -31
leaf_value=6.5046376315876843e-05 -3.7785141131070512e-05 5.7440923410467806e-05 1.9621894469829778e-05 -0.0001247209629322502 -3.7016894275438978e-05 0.00011722269991878421 -3.9661446644458925e-05 -6.8823924317257474e-05 -7.577594862141269e-05 -3.2397728658827911e-05 -2.8896893733569112e-06 9.8952726624529111e-05 3.3523852603552352e-05 -7.0645235479917438e-05 3.145688050911607e-05 -4.3133219501383055e-05 7.2631820439710286e-05 -4.4022003873000031e-05 9.822694322792814e-05 -1.207654515746981e-05 -1.6725412316863306e-05 -5.1281419000588354e-05 7.3292536715440377e-05 -4.5726576904185511e-05 5.6811936313292536e-07 -1.4056199501478548e-05 -0.00010966218927327039 0.00010582019209063479 -1.1778949705000163e-05 8.8815929126440102e-05
leaf_weight=25 26 24 21 21 20 21 20 25 20 23 36 21 22 21 30 27 20 22 20 25 23 20 23 22 2309 121 24 21 44 24
leaf_count=25 26 24 21 21 20 21 20 25 20 23 36 21 22 21 30 27 20 22 20 25 23 20 23 22 2309 121 24 21 44 24
internal_value=0 3.17417e-07 -1.29006e-07 -5.25495e-05 5.97855e-07 6.14992e-08 9.81582e-07 -1.1697e-05 -4.29712e-06 3.96632e-06 9.54215e-06 3.46312e-05 -5.83502e-06 -1.80307e-05 4.06737e-06 9.87378e-08 3.88429e-07 -1.41797e-07 2.88436e-07 6.52722e-07 3.67408e-05 6.33608e-08 2.88295e-05 -4.70787e-07 -7.46032e-08 3.20341e-07 -1.27671e-05 1.51674e-06 -4.62919e-07 2.37251e-05
internal_weight=0 3095 3071 42 3029 3004 2786 218 193 173 150 57 93 71 50 2765 2745 2725 2698 2676 43 2633 48 2585 2565 2543 213 2330 189 68
internal_count=3121 3095 3071 42 3029 3004 2786 218 193 173 150 57 93 71 50 2765 2745 2725 2698 2676 43 2633 48 2585 2565 2543 213 2330 189 68
is_linear=0
shrinkage=0.1


Tree=3836
num_leaves=31
num_cat=0
split_feature=156 475 1 49 157 157 156 2 1375 1 157 2 483 1446 160 42 2 43 1447 52 1447 52 132 15 394 50 479 1429 1429 157
split_gain=3.90169e-06 4.75409e-06 3.10925e-05 2.05571e-05 4.34701e-06 2.25776e-05 2.11439e-05 1.69452e-05 1.55259e-05 6.27309e-05 1.0932e-05 1.246e-05 8.85224e-06 5.38534e-06 6.59344e-06 2.74206e-05 4.55746e-05 5.41585e-05 1.69425e-05 4.25294e-05 2.8301e-05 7.03759e-06 4.59078e-06 8.83122e-05 4.31415e-05 2.04687e-05 4.64505e-06 4.49777e-06 5.1979e-06 3.33935e-05
threshold=0.3248100000000001 0.051590000000000004 0.099195000000000019 0.10269000000000002 -0.087424999999999989 -0.086394999999999986 0.086765000000000023 0.087470000000000006 -0.15308499999999997 0.087325000000000014 -0.083699999999999983 0.088055000000000008 0.085050000000000014 -0.09143999999999998 -0.52336499999999997 0.090470000000000009 0.083995000000000014 -0.077319999999999986 -0.086279999999999982 -0.0087299999999999982 -0.085644999999999985 -0.56741999999999992 -0.083284999999999984 0.091915000000000011 0.12358500000000001 0.090390000000000012 0.07839500000000002 0.11635000000000001 0.091465000000000005 -0.06482499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 7 -1 9 -7 11 -10 -9 -12 15 16 -15 -18 19 -16 -20 -22 23 25 26 -23 27 28 -24 -30
right_child=-2 2 -4 -5 5 8 -8 12 10 -11 13 -13 -14 14 18 -17 17 -19 20 -21 21 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=6.1997024696371666e-05 -4.1035193071761374e-05 3.233418733690351e-05 0.00011171052590523483 -9.4059942851097071e-05 9.3209748033237154e-05 -0.00019117443417314916 -8.7166198191522261e-05 5.446642720130513e-06 0.00010829002854734427 4.439458767032753e-05 -5.1918365411438575e-05 -1.9973758233910694e-06 -7.6955264061821668e-05 -9.6041909460892023e-05 -0.00015527995268106072 0.00010961081404405247 -2.9607814600846419e-05 0.0001828353008022532 0.00011879934561875416 2.4680822953714283e-05 5.7037071556329644e-05 7.8122765684205375e-07 -8.1752986950408714e-07 0.00018944264663878132 -0.00014859350405458828 -0.00010641077118634713 -4.7913692053823197e-05 -3.9803425396053959e-05 0.00012758981432853036 -5.296063105734426e-05
leaf_weight=34 23 31 27 22 26 20 33 32 20 26 20 21 22 33 24 28 30 20 20 29 21 163 2240 25 20 20 21 29 20 21
leaf_count=34 23 31 27 22 26 20 33 32 20 26 20 21 22 33 24 28 30 20 20 29 21 163 2240 25 20 20 21 29 20 21
internal_value=0 3.04648e-07 2.43653e-05 -2.01313e-05 -3.33143e-07 4.42487e-07 -1.89034e-05 6.69518e-06 -3.97621e-07 -5.80267e-05 5.40765e-07 5.18014e-05 -2.81245e-05 -2.14151e-07 1.59975e-07 2.40378e-05 -4.83026e-06 5.53694e-05 -8.39058e-07 -5.68108e-05 3.01906e-07 -6.16679e-07 -1.0898e-06 1.315e-05 -2.34964e-06 -1.09337e-05 -1.09487e-06 -6.69239e-07 -1.71698e-07 3.51128e-05
internal_weight=0 3098 80 53 3018 2897 121 88 2871 46 2825 41 54 2784 2764 111 83 50 2653 53 2600 2580 2559 208 2351 183 2331 2310 2281 41
internal_count=3121 3098 80 53 3018 2897 121 88 2871 46 2825 41 54 2784 2764 111 83 50 2653 53 2600 2580 2559 208 2351 183 2331 2310 2281 41
is_linear=0
shrinkage=0.1


Tree=3837
num_leaves=31
num_cat=0
split_feature=16 1 12 0 155 156 3 1 120 4 2 156 45 142 10 4 12 33 43 150 43 1372 3 160 49 0 43 401 1213 11
split_gain=3.61308e-06 1.47739e-05 1.69919e-05 2.29779e-05 1.18738e-05 3.9426e-06 8.34224e-06 6.99916e-06 1.15327e-05 1.92265e-05 1.15824e-05 6.2887e-06 5.58954e-06 5.97971e-06 5.49736e-06 4.34013e-05 4.67209e-05 8.0535e-06 5.66414e-06 1.13379e-05 1.06375e-05 2.58556e-05 1.94731e-05 4.07621e-05 8.119e-06 2.18143e-05 1.42954e-05 7.25186e-06 1.48669e-05 6.90694e-06
threshold=0.62682500000000008 0.10234000000000001 0.098330000000000015 0.12358500000000001 0.11854500000000001 0.116275 -0.074939999999999993 0.16540500000000002 1.0000000180025095e-35 0.00063500000000000004 0.31358000000000003 0.10788500000000002 0.094030000000000016 -1.0000000180025095e-35 -0.011559999999999999 0.053180000000000012 -0.069644999999999985 -1.0000000180025095e-35 -0.088704999999999992 0.10375000000000002 -0.085739999999999997 -0.065504999999999994 -0.086554999999999979 -0.077459999999999987 -0.061079999999999988 -0.089964999999999976 -0.090869999999999992 0.11769000000000002 0.031805000000000007 0.086080000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 7 -7 8 10 -10 11 12 13 -1 15 16 -15 -16 19 24 22 -22 -20 -24 25 -19 27 28 29 -26
right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 -12 -13 -14 14 17 -17 -18 18 20 -21 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=5.4685182185494341e-05 -7.4578128754865253e-05 4.5313608210389724e-05 7.9834182873706936e-05 -0.00010261795555596195 6.2177207584476678e-05 -7.41580017016862e-05 6.3589276607906927e-06 5.6648608965174799e-05 1.4198559184868437e-05 -0.00012280053430004044 7.3063064767418183e-05 4.2976100774146342e-05 -4.0590444513434385e-05 1.8485373511794024e-05 5.4902423127916538e-05 5.7893807089011017e-05 -0.00019049764947419098 2.1607649822336889e-05 4.9041056652185947e-05 7.1446882975578782e-05 0.00011236125668801834 -1.8893129522094954e-06 -0.00015167868816818024 8.6403241480833718e-06 1.1986035525524131e-05 -0.00010217419977228322 8.125823994675928e-05 6.3114680649180497e-05 -7.0185187961704706e-05 -4.7238887704484767e-05
leaf_weight=20 32 21 22 21 31 22 31 22 21 20 22 34 34 20 27 34 23 35 20 28 20 2062 29 35 316 24 27 21 26 21
leaf_count=20 32 21 22 21 31 22 31 22 21 20 22 34 34 20 27 34 23 35 20 28 20 2062 29 35 316 24 27 21 26 21
internal_value=0 -1.90994e-05 8.64001e-06 -2.86522e-05 6.06129e-07 -3.13803e-08 -2.70632e-05 4.55762e-07 3.22464e-08 -5.26303e-05 7.82477e-07 2.25694e-07 -2.89372e-07 2.02105e-07 -1.91559e-07 -2.6537e-05 -9.32962e-05 5.62287e-07 1.15422e-08 9.62798e-06 -2.19944e-06 -7.91805e-07 -3.70887e-05 -6.40042e-05 5.94516e-06 -2.87443e-05 1.09249e-05 5.97959e-06 2.67426e-06 8.29546e-06
internal_weight=0 96 64 42 3025 2994 53 2941 2919 41 2878 2856 2822 2788 2768 77 43 2691 2664 498 2166 2082 84 64 470 59 411 384 363 337
internal_count=3121 96 64 42 3025 2994 53 2941 2919 41 2878 2856 2822 2788 2768 77 43 2691 2664 498 2166 2082 84 64 470 59 411 384 363 337
is_linear=0
shrinkage=0.1


Tree=3838
num_leaves=31
num_cat=0
split_feature=9 9 33 9 151 1375 1 1375 1375 1375 457 1429 457 457 1373 150 150 151 2 0 1 0 48 484 484 157 151 151 123 13
split_gain=3.62167e-06 5.77502e-06 1.14676e-05 1.0557e-05 3.30114e-06 3.58171e-06 2.3144e-05 3.78741e-06 4.00111e-06 3.84415e-06 8.84987e-06 7.59256e-06 7.04097e-06 5.07367e-06 4.6848e-06 1.81048e-05 7.73752e-06 3.45303e-05 1.0399e-05 7.1039e-06 1.45365e-05 1.07776e-05 8.50802e-06 7.47511e-06 7.33654e-05 2.40885e-05 1.96836e-05 1.14221e-05 9.41596e-06 9.69129e-06
threshold=0.10750500000000002 0.092890000000000014 -0.009184999999999997 0.085555000000000006 0.29373000000000005 0.093520000000000006 0.089875000000000024 0.086520000000000014 0.084315000000000015 0.060690000000000008 -0.10142499999999997 0.083615000000000009 -0.085584999999999981 -0.0071649999999999995 -1.0000000180025095e-35 0.12820000000000001 0.11117000000000002 -0.079914999999999986 0.10644500000000001 -0.15599999999999997 0.082005000000000008 -0.23811499999999999 0.085485000000000019 0.087020000000000014 0.085740000000000011 -0.082134999999999986 -0.23821999999999996 -0.10959499999999998 0.11679000000000002 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 8 9 10 -4 -11 -12 -14 -15 16 19 18 -18 20 -16 -22 -23 24 26 -25 -21 -28 29 -29
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 11 12 -13 13 14 15 -17 17 -19 -20 23 21 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=-6.3773989807357022e-05 -3.7166452770739293e-05 4.9175280006844936e-05 -6.6626977095438639e-05 6.8009510805891108e-05 3.7743038790168893e-05 4.9734241802070759e-05 -9.7352982107701762e-05 3.3817910430529575e-05 -3.5985532438996506e-05 6.4780829472091192e-05 4.7523948512295446e-05 -1.5040083599160426e-05 -3.2628925001650559e-05 -4.8055500956252222e-05 8.7947014539066813e-05 8.8867179396323116e-05 -2.6388046764488402e-05 -0.00014014405210868323 6.8748752455576335e-05 9.3509221931691912e-05 -3.8385335820085193e-05 4.0900044769642822e-06 6.7241698715747589e-05 9.0617586876170535e-05 -0.00018839899340015282 1.5818335563889217e-06 -6.2832901761188017e-05 -2.876342226615679e-05 6.2938905403311568e-05 2.4884481265003779e-07
leaf_weight=28 26 24 20 23 23 20 23 33 31 26 31 22 48 20 27 23 27 21 20 22 37 64 32 37 21 170 30 122 23 2047
leaf_count=28 26 24 20 23 23 20 23 33 31 26 31 22 48 20 27 23 27 21 20 22 37 64 32 37 21 170 30 122 23 2047
internal_value=0 3.12226e-07 -6.96407e-08 5.16531e-07 2.51202e-09 -2.87122e-07 -2.89403e-05 1.2997e-07 -2.5062e-07 1.32696e-07 -3.41284e-07 2.81962e-05 1.28494e-07 -3.97933e-07 1.6608e-07 5.20259e-07 -2.32325e-07 -3.35372e-05 1.40957e-05 6.28134e-07 2.10488e-05 7.46795e-06 2.51406e-05 -6.93591e-07 -2.35599e-06 1.74964e-05 -6.14947e-07 -1.54687e-06 -7.08101e-07 -1.38301e-06
internal_weight=0 3095 3071 3043 3020 2997 43 2954 2921 2890 2842 48 2822 2791 2743 2723 2700 68 47 2632 160 133 96 2472 2265 207 2244 2222 2192 2169
internal_count=3121 3095 3071 3043 3020 2997 43 2954 2921 2890 2842 48 2822 2791 2743 2723 2700 68 47 2632 160 133 96 2472 2265 207 2244 2222 2192 2169
is_linear=0
shrinkage=0.1


Tree=3839
num_leaves=31
num_cat=0
split_feature=9 3 33 9 132 394 15 1186 133 1186 129 130 121 130 12 12 130 394 3 403 401 16 1209 1210 402 403 403 1209 403 42
split_gain=3.43878e-06 4.15883e-05 2.52168e-05 1.36692e-05 3.39862e-06 2.52737e-05 1.35277e-05 9.41985e-06 3.92188e-06 3.94626e-06 5.17145e-06 3.75194e-06 5.57608e-06 3.72022e-06 1.43828e-05 3.12962e-05 1.25594e-05 9.49348e-06 7.1999e-06 5.27864e-06 4.76295e-06 3.34931e-05 1.14878e-05 4.53265e-06 5.85029e-06 1.02696e-05 8.03904e-06 1.09135e-05 6.25356e-06 4.48329e-06
threshold=0.092235000000000011 -0.012939999999999998 -0.018454999999999996 0.086220000000000005 -0.083174999999999985 0.11233000000000001 0.092400000000000024 0.049580000000000006 0.55672500000000014 -0.089559999999999987 -0.08133 -0.22699999999999995 -0.081149999999999986 -0.004729999999999999 0.085785000000000014 0.088435000000000014 -0.077029999999999987 -0.096774999999999986 -0.087784999999999988 0.62200000000000011 0.11444000000000001 -0.082179999999999989 -0.089214999999999989 -0.13847499999999999 0.11174500000000002 -0.5492149999999999 -0.5341999999999999 -0.079679999999999987 -0.44023999999999991 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 8 7 -4 9 -6 -11 -12 -13 14 16 -16 -14 -15 -17 20 22 -22 -19 -24 25 -25 -27 -28 -29 -30
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 11 12 13 17 15 18 -18 19 -20 -21 21 -23 23 24 -26 26 27 28 29 -31
leaf_value=0.00011236891557928175 -9.6501703647487434e-05 7.8667886175579679e-05 4.7078512437956889e-06 -8.2686229143291717e-05 -3.8082987514455996e-05 0.00011320508005155718 -8.0983040970750156e-05 -6.7779554483422545e-05 3.3181025768650824e-05 4.3091273437312341e-05 -4.1235429282757901e-05 4.1082730400155543e-05 -1.7563569875804848e-05 5.8467117300356881e-05 -0.00014432791129117753 -3.9484341135087975e-05 8.6989260180416752e-05 -5.8912561970911078e-05 3.098160777097229e-05 -4.4063299234646069e-05 0.00012048275173886699 -2.9661844802411419e-05 3.7879457863709831e-05 6.1948358348605262e-05 -3.8419202199946036e-05 -6.0246067964313125e-05 6.9028777338446721e-05 -4.0978513258065707e-05 -3.2728256496212313e-06 5.9525424102350056e-06
leaf_weight=20 33 23 173 20 27 20 25 20 36 28 22 33 27 28 22 29 20 33 29 27 24 39 32 27 39 22 23 37 1295 888
leaf_count=20 33 23 173 20 27 20 25 20 36 28 22 33 27 28 22 29 20 33 29 27 24 39 32 27 39 22 23 37 1295 888
internal_value=0 -2.45571e-05 4.48687e-07 -2.86421e-07 2.58371e-07 1.19248e-06 -1.17693e-05 -2.8038e-06 3.88654e-07 -4.04718e-08 3.36602e-07 -1.07438e-07 2.30937e-07 -2.79517e-07 -1.69781e-05 -4.27724e-05 2.6927e-05 5.6405e-07 -4.25137e-06 -8.81168e-08 3.94734e-07 2.75361e-05 -3.18916e-07 4.99362e-07 -1.3793e-08 6.39702e-07 -9.11294e-08 4.98888e-07 -2.11107e-07 4.79866e-07
internal_weight=0 56 3065 3045 3025 2807 218 193 2787 2751 2724 2696 2674 2641 127 80 47 2514 58 2486 2459 63 2396 2363 2331 2292 2265 2243 2220 2183
internal_count=3121 56 3065 3045 3025 2807 218 193 2787 2751 2724 2696 2674 2641 127 80 47 2514 58 2486 2459 63 2396 2363 2331 2292 2265 2243 2220 2183
is_linear=0
shrinkage=0.1


Tree=3840
num_leaves=31
num_cat=0
split_feature=457 132 1186 1185 15 1373 48 1 45 11 9 12 10 39 9 3 48 0 0 14 0 124 47 1 2 151 0 12 1 4
split_gain=3.28823e-06 3.37857e-06 9.01369e-05 4.2046e-05 1.14151e-05 3.35407e-06 5.02305e-06 1.02192e-05 5.74253e-06 1.8975e-05 8.57798e-06 1.9529e-05 1.38475e-05 2.52374e-05 8.34149e-06 5.37638e-06 4.46119e-06 6.1324e-06 6.30463e-06 1.63178e-05 1.31487e-05 1.27408e-05 1.45979e-05 1.60965e-05 6.07901e-05 2.3663e-05 1.99439e-05 1.90581e-05 2.40279e-05 1.2522e-05
threshold=-0.23865499999999998 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 -1.0000000180025095e-35 0.12474000000000002 0.11212500000000002 0.094030000000000016 -0.011194999999999998 0.092235000000000011 -1.0000000180025095e-35 0.0036750000000000007 0.087880000000000014 0.086220000000000005 0.13524500000000003 0.11326500000000002 -0.24955499999999997 -0.11173999999999999 -0.23960999999999996 -0.10474999999999998 -0.082254999999999981 0.082095000000000015 0.088975000000000012 0.090675000000000019 -1.0000000180025095e-35 -0.12333499999999999 0.089300000000000004 0.077565000000000009 -0.016959999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -5 8 -8 9 -7 12 -12 14 -14 16 -9 17 -11 19 -19 -20 -21 23 25 -25 -23 27 28 -27 -30
right_child=1 3 -4 5 -6 6 7 15 -10 10 11 -13 13 -15 -16 -17 -18 18 20 21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=3.7671333563554544e-05 -5.6797681588440634e-07 -0.0001389068447513802 0.00020367171700027859 -3.6597664002329109e-05 -7.2884735665866172e-05 8.4806489002613292e-05 7.2246958847370412e-05 -2.1566254820466319e-05 -5.3993294059182518e-05 4.7107821532571743e-05 -0.00011813671386335045 1.3300077122179434e-05 0.00013855066968062601 -1.0866179190298471e-05 -6.4022141443620926e-05 3.5279555655571521e-05 -3.9740980016709924e-05 7.493789351428859e-05 5.8062910943590397e-05 2.9317829329538285e-05 1.8840509441379806e-07 8.0931639522238973e-05 -9.7292401166599197e-05 -0.00020522919749964784 -1.4711404412206251e-05 3.9894554793136197e-05 -0.00010312051252350846 8.6661749953366649e-05 -0.00012684548176669825 -1.6284146749967476e-05
leaf_weight=23 172 22 22 25 25 26 29 41 20 27 20 26 20 26 21 28 29 20 40 49 2111 31 26 20 103 35 22 21 21 20
leaf_count=23 172 22 22 25 25 26 29 41 20 27 20 26 20 26 21 28 29 20 40 49 2111 31 26 20 103 35 22 21 21 20
internal_value=0 -2.79672e-07 1.16939e-05 -1.19048e-06 -9.74523e-06 -1.3001e-07 1.91914e-07 2.24365e-05 -6.05439e-07 -2.12014e-07 -1.03437e-06 -4.38464e-05 -2.88964e-07 5.40977e-05 -1.25267e-06 1.50161e-06 -7.40765e-07 -2.96536e-07 -8.04642e-07 -1.28998e-05 1.26464e-06 -1.7948e-05 -2.56939e-05 -1.88749e-05 -4.56899e-05 3.11332e-06 -1.71587e-05 2.33782e-06 -2.09622e-05 -7.29131e-05
internal_weight=0 3098 219 2879 197 2857 2832 98 2734 2714 2688 46 2642 46 2596 69 2575 2546 2519 368 2151 348 299 273 123 150 119 97 76 41
internal_count=3121 3098 219 2879 197 2857 2832 98 2734 2714 2688 46 2642 46 2596 69 2575 2546 2519 368 2151 348 299 273 123 150 119 97 76 41
is_linear=0
shrinkage=0.1


Tree=3841
num_leaves=31
num_cat=0
split_feature=129 42 1184 1186 42 132 1203 132 50 394 1204 12 12 43 43 51 43 1210 50 403 52 2 2 43 12 403 2 133 1209 1213
split_gain=3.33375e-06 1.81457e-05 1.03018e-05 4.4705e-06 1.76471e-05 6.86616e-06 0.0001606 9.55596e-05 2.01413e-05 5.12747e-06 4.00001e-06 5.31451e-06 8.31208e-06 3.40517e-06 4.07534e-06 2.387e-05 2.26752e-05 1.52106e-05 7.97409e-06 6.79746e-06 6.98822e-06 1.14548e-05 1.27604e-05 8.58652e-06 7.29317e-06 4.69574e-06 2.78552e-05 3.81459e-05 1.04436e-05 2.25537e-05
threshold=-0.077709999999999987 -0.015274999999999999 0.089075000000000015 -0.087469999999999978 -0.019989999999999997 -0.083284999999999984 0.089165000000000008 -0.066044999999999979 0.10022000000000002 -1.0000000180025095e-35 -0.08130999999999998 0.10911500000000002 0.086305000000000007 0.31463000000000002 0.062770000000000006 0.081440000000000026 0.055925000000000009 0.15724500000000002 0.095140000000000016 -0.014954999999999998 -0.089199999999999988 0.11585500000000001 0.098260000000000014 0.10915000000000001 0.087005000000000013 -0.53960999999999981 0.083715000000000026 0.40304500000000004 -0.085894999999999985 -0.012529999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 8 -7 9 -5 -11 12 -12 14 16 18 17 25 19 -16 -21 22 23 -22 -25 26 -9 -28 29 -27
right_child=2 -3 -4 5 -6 7 -8 13 -10 10 11 -13 -14 -15 15 -17 -18 -19 -20 20 21 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=-9.7095732885896899e-05 -1.7291800939217084e-05 2.2534407435159665e-05 6.7103780542232056e-05 -4.8336699674109699e-05 9.5467575074112773e-05 -0.0002143700800453579 0.00028579954296219511 0.00011010599112341879 -0.00010809956866069115 4.0306146709351905e-05 2.0295506958843494e-05 2.6643582886639419e-05 -5.2350967578402361e-05 3.5092953745603424e-05 -4.1956570284027198e-05 -0.00010552805190673099 7.6252363979643315e-05 -7.2594069256567688e-05 -5.6618368519896957e-05 -4.167469246784181e-05 5.7022742761806261e-05 -3.2609832067365121e-05 0.0001034939320974941 -4.7653033652750311e-05 2.6305601558457662e-05 2.3372442921667936e-05 -0.00012363841473415961 6.5195108966335007e-05 4.0528090830710344e-07 -0.00012318707424475135
leaf_weight=21 35 32 23 20 23 21 20 25 20 27 28 38 36 27 27 25 39 29 24 21 35 32 22 24 30 21 20 23 2332 21
leaf_count=21 35 32 23 20 23 21 20 25 20 27 28 38 36 27 27 25 39 29 24 21 35 32 22 24 30 21 20 23 2332 21
internal_value=0 -2.48662e-05 4.2956e-07 -7.40551e-08 2.74231e-05 -6.07981e-07 1.78393e-05 -1.85406e-06 -1.3872e-05 -1.22398e-06 6.08032e-06 -2.97946e-06 -2.05681e-05 -2.46991e-07 -5.93965e-07 -1.30433e-05 5.96411e-07 -5.97673e-07 -2.28927e-06 4.53742e-06 1.21919e-05 2.01024e-05 3.52987e-05 1.84415e-05 -6.5649e-06 2.57321e-07 2.61672e-05 -2.26344e-05 -4.84832e-07 -4.99073e-05
internal_weight=0 53 3068 3045 58 2987 189 2798 169 149 129 102 64 2777 2750 240 2510 2471 215 191 164 143 111 89 54 2442 68 43 2374 42
internal_count=3121 53 3068 3045 58 2987 189 2798 169 149 129 102 64 2777 2750 240 2510 2471 215 191 164 143 111 89 54 2442 68 43 2374 42
is_linear=0
shrinkage=0.1


Tree=3842
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1208 12 403 15 402 1210 1209 43 1209 133 2 131 1212 401 15 133 133 133 43 51 43 1212 133 42 1 2
split_gain=4.43056e-06 3.01263e-05 1.57416e-05 3.49764e-06 8.00631e-06 3.77884e-05 4.6417e-06 3.63207e-05 6.46422e-06 6.3821e-06 4.18169e-06 2.51357e-05 1.54244e-05 3.98227e-06 9.75912e-06 3.82786e-06 4.24524e-06 6.4884e-06 1.64744e-05 1.60065e-05 8.54103e-06 5.60604e-06 5.02493e-06 1.82143e-05 1.19332e-05 1.16645e-05 7.3746e-06 1.11024e-05 1.59937e-05 9.2105e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11846000000000001 0.098655000000000007 0.093965000000000007 -0.5335399999999999 0.087575000000000014 0.23460000000000003 -0.094799999999999982 -0.084519999999999984 -0.0047449999999999992 -0.065739999999999979 -0.50375999999999987 0.091265000000000013 0.13834500000000002 0.13631000000000001 -0.078179999999999986 0.095175000000000023 0.51114000000000004 0.31382500000000008 0.15630500000000003 0.062770000000000006 0.081440000000000026 0.035560000000000008 0.080440000000000011 -0.41317499999999996 0.089390000000000011 0.090275000000000008 0.10672500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 -3 9 -8 11 -11 -12 14 -14 16 17 18 -15 20 21 22 24 25 -19 26 -24 29 -29 -28
right_child=1 3 -4 -5 5 -7 8 -9 -10 10 12 -13 13 15 -16 -17 -18 19 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-3.4989798635804842e-06 0.00012038219285733206 -6.5700379461001532e-05 -8.370763796067748e-05 3.8187628028178255e-05 5.4355013126041748e-05 -0.00013770912898637886 5.1706101203308208e-05 9.4973726727938122e-05 -5.0716225268843124e-05 -3.8509724845425808e-05 -8.3980624780947849e-05 0.00011328314074489754 6.721378819877698e-05 -1.899197276884479e-05 -2.1788254097869372e-05 4.3139527624589393e-05 -3.9504036560953992e-05 2.6377226633282926e-07 8.3294804696173932e-05 -8.0769559124746596e-05 5.9016242115224793e-05 -4.1868656328667636e-05 -4.3817971745738757e-05 -9.5478286471916362e-05 7.6007699577270875e-05 -7.5670621154131371e-05 1.4550199340559184e-05 0.00011630639220873657 -4.2743751774568499e-06 -6.1623715340498495e-05
leaf_weight=194 21 24 28 24 20 21 24 34 25 24 22 20 28 32 22 20 28 2183 31 25 24 33 25 25 21 20 57 22 22 22
leaf_count=194 21 24 28 24 20 21 24 34 25 24 22 20 28 32 22 20 28 2183 31 25 24 33 25 25 21 20 57 22 22 22
internal_value=0 1.04265e-06 -1.36154e-05 1.71859e-07 -1.47825e-07 -4.40193e-05 4.9161e-07 2.84879e-05 -9.77854e-08 3.65753e-07 -8.95934e-08 3.0487e-05 -5.94992e-07 9.98881e-08 2.80529e-05 -4.39745e-07 -7.78883e-07 -3.52328e-07 3.13396e-05 -1.15773e-06 -3.46689e-07 -9.32989e-07 -3.69419e-07 -1.58418e-05 9.8547e-07 -3.99118e-06 5.69523e-06 1.57589e-05 5.6016e-05 -6.66279e-06
internal_weight=0 2899 222 2878 2854 41 2813 58 2755 2730 2706 44 2662 2640 50 2590 2570 2542 63 2479 2454 2430 2397 193 2204 168 148 123 44 79
internal_count=3121 2899 222 2878 2854 41 2813 58 2755 2730 2706 44 2662 2640 50 2590 2570 2542 63 2479 2454 2430 2397 193 2204 168 148 123 44 79
is_linear=0
shrinkage=0.1


Tree=3843
num_leaves=31
num_cat=0
split_feature=132 132 1203 1452 1452 1420 157 1455 43 42 1455 158 44 1456 160 158 13 483 483 0 483 1 2 1 120 483 2 148 148 42
split_gain=3.58875e-06 2.44643e-05 1.27785e-05 3.43569e-06 6.04742e-06 4.19891e-06 9.66342e-06 5.37416e-06 1.30076e-05 1.72205e-05 7.15189e-06 7.66721e-06 4.31773e-06 8.56573e-06 5.65939e-06 6.88255e-06 1.15734e-05 6.08855e-06 8.65088e-06 5.56047e-06 4.51909e-06 2.65495e-05 1.84616e-05 1.2951e-05 1.09585e-05 1.32045e-05 1.04763e-05 6.79367e-06 9.14146e-06 5.5077e-06
threshold=-0.083174999999999985 -0.050879999999999988 0.089005000000000015 0.11769000000000002 0.10669000000000002 0.056520000000000008 0.63397500000000007 -0.092919999999999989 -0.013024999999999998 0.086835000000000009 -0.088559999999999986 -0.4686749999999999 0.084760000000000016 0.12034500000000002 0.51752500000000012 0.11186000000000001 -0.072309999999999985 -0.096724999999999992 -0.088009999999999991 -0.10011499999999998 0.10143000000000001 0.16540500000000002 0.11389000000000002 0.086560000000000012 1.0000000180025095e-35 0.096460000000000018 0.09678500000000001 -0.10069499999999999 -0.084794999999999981 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 9 -3 -9 -12 13 14 15 17 -17 -13 -19 -14 21 24 23 26 25 27 -22 -20 -29 -30
right_child=1 3 -4 -5 -6 -7 -8 10 -10 -11 11 12 19 -15 -16 16 -18 18 20 -21 22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-3.3263999398659742e-06 9.5682583465801427e-05 -6.2045897634345161e-06 -7.672986697192149e-05 3.4905534456746477e-05 -5.3760069221468821e-05 -4.3414720560328786e-05 6.970590417040513e-05 -5.8866178431214528e-05 -3.6390831484736521e-05 0.00011904466077596779 5.598800344159827e-05 4.3733492672007774e-05 6.9207981796353137e-05 -5.7335890300304602e-05 4.8665273379810972e-05 -7.5038550663851901e-05 7.507193278927714e-06 -6.477093629655429e-05 4.6808129166796186e-05 -2.8879977642883089e-06 -7.9607253329330968e-05 0.00011525478415933323 -0.00010704749511205592 5.9656974641256969e-05 -5.5199271429905317e-05 6.6313393884532467e-05 1.592828383157515e-05 -6.8401458411244671e-05 -4.5245657003121295e-06 5.6298931365131518e-06
leaf_weight=195 27 21 27 28 21 22 20 21 21 23 24 31 20 27 23 33 35 21 30 23 22 20 20 25 36 30 24 20 1345 886
leaf_count=195 27 21 27 28 21 22 20 21 21 23 24 31 20 27 23 33 35 21 30 23 22 20 20 25 36 30 24 20 1345 886
internal_value=0 9.3837e-07 -1.22538e-05 4.76693e-08 -2.95516e-07 1.02201e-07 4.43997e-07 -5.41106e-08 2.83619e-05 5.92666e-05 -7.3417e-07 -2.81193e-07 -7.86794e-07 -1.30109e-06 -7.19413e-07 -1.16001e-06 -3.25518e-05 -3.09552e-07 -8.60312e-07 3.0645e-05 -3.14289e-07 5.2644e-07 -2.21825e-05 1.72315e-06 -4.5122e-07 4.01627e-07 -2.97626e-05 -4.65252e-07 -1.09528e-06 -4.91912e-07
internal_weight=0 2899 222 2872 2844 2823 2801 2781 65 44 2716 2695 2671 2628 2601 2578 68 2510 2479 43 2458 2367 91 71 2347 2311 46 2281 2251 2231
internal_count=3121 2899 222 2872 2844 2823 2801 2781 65 44 2716 2695 2671 2628 2601 2578 68 2510 2479 43 2458 2367 91 71 2347 2311 46 2281 2251 2231
is_linear=0
shrinkage=0.1


Tree=3844
num_leaves=31
num_cat=0
split_feature=123 123 16 2 12 155 51 0 13 12 12 39 11 10 43 2 10 38 375 475 4 160 2 1 0 13 13 1 4 124
split_gain=3.36766e-06 7.86067e-06 4.84314e-06 1.95745e-05 5.01404e-05 9.17942e-06 8.72908e-06 3.4937e-06 1.56605e-05 1.74701e-05 2.34871e-05 2.25487e-05 6.03837e-06 8.79879e-06 2.41291e-05 1.55341e-05 1.99695e-05 5.27024e-06 5.22151e-06 4.09904e-06 6.90732e-06 1.61201e-05 1.54023e-05 2.94262e-05 7.34407e-06 1.07729e-05 1.31336e-05 1.24169e-05 8.24776e-06 7.29234e-06
threshold=0.13162000000000004 0.11410500000000003 0.62682500000000008 0.11018500000000002 0.098330000000000015 0.11854500000000001 -0.12089999999999999 0.10455500000000001 0.10820000000000002 0.09857500000000001 0.091200000000000017 0.085425000000000015 -0.011194999999999998 0.053330000000000009 -0.074974999999999986 -0.080614999999999978 -0.094984999999999986 0.10657000000000001 0.083605000000000013 -0.10664 -0.17966999999999997 -0.088854999999999976 0.092635000000000009 0.099400000000000002 -0.04917499999999999 -0.043669999999999994 1.0000000180025095e-35 0.10937500000000001 0.10528000000000001 0.098110000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -5 7 -4 12 9 10 11 -9 -1 15 -15 16 -14 18 19 -17 21 -21 -23 -24 29 27 -27 -26 -28 -22
right_child=-2 -3 3 4 -6 -7 -8 8 -10 -11 -12 -13 13 14 -16 17 -18 -19 -20 20 24 22 23 -25 25 26 28 -29 -30 -31
leaf_value=5.1694064835749525e-05 -4.0902788791754579e-05 5.9826221104231081e-05 6.0717596051500347e-05 -0.00017282554092715779 4.0895298912974322e-05 5.4663339112941627e-05 -2.5965978191574585e-05 -0.00012465237463323359 5.9203136077650757e-05 -0.00011495495536586358 6.5059985634154428e-05 1.1275384307597191e-05 -5.9425298656736102e-06 3.4880767942433099e-05 -9.3092602936153799e-05 -3.2884524144056078e-05 0.00013367857343837386 4.6802209544694053e-05 -4.4863831079475442e-05 -4.8946729107642163e-05 3.0116870443365625e-07 -3.5293075074371178e-06 0.00016862592867090083 5.0682440401446501e-06 -0.00012231517797772542 4.4944337295258749e-05 -5.242630615814253e-06 -1.2218643886236742e-05 -8.5335861804196618e-05 5.3550500636517364e-05
leaf_weight=23 20 22 26 23 21 31 21 23 22 21 26 26 21 26 34 37 20 24 26 22 2372 33 22 22 20 34 36 21 20 26
leaf_count=23 20 22 26 23 21 31 21 23 22 21 26 26 21 26 34 37 20 24 26 22 2372 33 22 22 20 34 36 21 20 26
internal_value=0 2.63798e-07 -1.61786e-07 -2.28881e-05 -7.08224e-05 5.30346e-07 2.19866e-05 -3.71622e-08 -1.68972e-05 -3.43369e-05 -1.17638e-05 -5.25274e-05 6.63607e-07 2.4681e-07 -3.76375e-05 1.07158e-06 6.21653e-05 1.48983e-07 -2.671e-07 1.67991e-07 6.33342e-07 2.65452e-05 4.81143e-05 8.68471e-05 -3.81002e-07 -2.34369e-05 -4.08161e-06 -6.59243e-05 -3.38474e-05 8.78518e-07
internal_weight=0 3101 3079 91 44 2988 47 2957 118 96 75 49 2839 2816 60 2756 41 2715 2691 2665 2628 99 77 44 2529 131 90 41 56 2398
internal_count=3121 3101 3079 91 44 2988 47 2957 118 96 75 49 2839 2816 60 2756 41 2715 2691 2665 2628 99 77 44 2529 131 90 41 56 2398
is_linear=0
shrinkage=0.1


Tree=3845
num_leaves=31
num_cat=0
split_feature=1446 1213 15 15 3 52 403 133 1210 474 4 49 43 403 403 1210 154 474 157 475 49 475 49 0 52 1428 132 50 393 393
split_gain=3.2656e-06 2.97319e-05 2.50483e-05 5.88195e-05 5.79813e-05 2.93456e-05 1.41364e-05 3.58112e-05 1.01784e-05 6.52732e-06 9.67511e-06 9.18606e-06 1.42784e-05 5.19312e-06 6.66872e-06 9.45792e-06 5.23946e-06 7.14483e-06 7.79406e-06 8.60856e-06 2.63557e-05 2.16594e-05 9.28065e-06 7.33141e-06 5.34659e-06 8.1917e-06 4.0779e-06 9.64121e-05 6.21641e-05 9.72988e-06
threshold=0.083715000000000026 0.04198000000000001 0.087575000000000014 0.013270000000000002 -0.085854999999999987 0.008405000000000001 -0.54856499999999986 0.40945500000000007 -0.41266499999999995 0.088985000000000022 -0.0060199999999999993 0.08610000000000001 -0.078139999999999973 -0.53762499999999991 -0.52445499999999989 -0.047399999999999991 1.0000000180025095e-35 -0.26322499999999993 0.23903500000000003 -0.086279999999999982 0.084620000000000015 -0.085669999999999982 -0.0090649999999999984 -0.077639999999999987 -0.56368999999999991 -1.0000000180025095e-35 -0.083284999999999984 0.092705000000000023 0.11213000000000002 0.10483000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 9 -4 -6 7 -1 -8 10 -2 12 -12 -10 15 -15 17 -16 19 20 22 -21 -19 -24 -23 -26 27 29 -28 -27
right_child=1 -3 4 -5 5 -7 8 -9 13 -11 11 -13 -14 14 16 -17 -18 18 -20 21 -22 24 23 -25 25 26 28 -29 -30 -31
leaf_value=-0.0001441963921736359 5.5221600923687227e-05 0.00012481142517312298 0.00018957230512612678 -0.00018188237063441193 -8.5649540007580081e-05 6.2192883618489105e-05 6.9282791697506101e-05 3.226946504108365e-05 -5.1371604713494895e-05 -4.4224090981095713e-05 -9.2886842305787203e-05 3.0544147456465811e-05 1.737327449973236e-05 -8.3220646956760905e-06 -4.8969622489934299e-05 8.8929789271787753e-05 4.5693345782638062e-05 4.198972923664509e-05 5.489004298578948e-05 0.00010354194018873386 -0.00013278261652885704 -4.6047504656598907e-05 -7.6549521263586943e-05 3.9829698021793984e-06 5.7676855188522802e-05 -9.720586375303544e-07 -6.9147069700788595e-07 0.00022107690192569863 -0.00017776949016479193 -6.802645989955636e-05
leaf_weight=23 35 21 21 20 25 29 21 23 20 26 23 36 24 20 31 20 24 28 25 20 20 26 20 26 24 161 2264 20 20 25
leaf_count=23 35 21 21 20 25 29 21 23 20 26 23 36 24 20 31 20 24 28 25 20 20 26 20 26 24 161 2264 20 20 25
internal_value=0 1.07302e-05 7.06303e-07 -2.11864e-05 4.85783e-05 -6.25268e-06 -9.75133e-07 -5.59635e-05 -7.65667e-08 1.1325e-06 1.11263e-05 -7.46807e-06 -3.65838e-05 -5.97879e-07 -2.3181e-07 4.03039e-05 -8.24871e-07 -1.23684e-06 -6.84501e-07 -1.208e-06 -3.09295e-05 -1.16663e-07 -3.40163e-06 -3.10312e-05 -9.32872e-07 -4.66293e-07 -1.02671e-06 1.24484e-05 -2.24207e-06 -9.98475e-06
internal_weight=0 260 239 164 75 54 2861 46 2815 144 118 83 47 2794 2774 40 2734 2710 2679 2654 94 2560 74 46 2540 2514 2490 206 2284 186
internal_count=3121 260 239 164 75 54 2861 46 2815 144 118 83 47 2794 2774 40 2734 2710 2679 2654 94 2560 74 46 2540 2514 2490 206 2284 186
is_linear=0
shrinkage=0.1


Tree=3846
num_leaves=31
num_cat=0
split_feature=393 1452 158 1455 1 43 15 43 1456 1453 483 16 483 1456 1447 1447 43 481 42 1456 4 4 43 4 1447 160 4 157 471 158
split_gain=3.47059e-06 3.09843e-06 5.59733e-06 4.56578e-06 1.59165e-05 1.54603e-05 2.20178e-05 1.74353e-05 7.56474e-06 6.34896e-06 7.37168e-06 1.38648e-05 6.28798e-06 5.50971e-06 2.36332e-05 2.34352e-05 7.10326e-06 7.05713e-06 3.85982e-05 1.88568e-05 1.39803e-05 4.98614e-06 1.80728e-05 2.64122e-05 6.366e-06 8.93228e-06 6.22103e-06 2.85373e-05 9.75352e-06 4.54864e-06
threshold=0.12679500000000002 0.11769000000000002 -0.47382999999999992 -0.037084999999999993 0.091900000000000023 -0.013024999999999998 -0.067579999999999987 -0.081454999999999986 0.11772000000000001 1.0000000180025095e-35 -0.095689999999999983 -0.004174999999999999 -0.088629999999999987 0.086355000000000015 -0.085684999999999997 -0.065974999999999992 -0.065269999999999981 -0.086219999999999977 0.089905000000000013 0.085185000000000011 -0.015039999999999998 -0.50940999999999981 -0.018859999999999998 -0.52556499999999995 -0.086304999999999979 -0.55323499999999981 -0.50052499999999989 -0.00078499999999999989 -0.04945999999999999 -0.14117999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 9 10 11 -5 -12 17 -15 -16 -17 18 20 21 -14 22 -19 -24 -23 -26 27 -27 -28 -30
right_child=-2 -3 3 8 -6 -7 -8 -9 -10 -11 12 -13 13 14 15 16 -18 19 -20 -21 -22 24 23 -25 25 26 28 -29 29 -31
leaf_value=-4.9771805061027413e-05 3.4433073396312784e-05 3.2791411136453724e-05 -7.9514939170621804e-05 -9.633634513542908e-06 8.338200945029807e-05 -6.871411827160046e-05 9.7878848377149551e-05 4.8149463764275425e-05 -5.0181773716054346e-05 -5.2848604726655734e-05 -5.5269293928480095e-05 9.9613461238082636e-05 8.0219119072786447e-05 9.733178826233295e-05 -9.4683969093073937e-05 -1.1542688445990428e-06 6.9614158446315938e-05 2.6854443491602607e-05 -0.00013859078677618843 9.630981941882056e-05 -3.0458049041044434e-05 -4.0500829308234066e-05 8.9483167721482475e-06 -0.00015356989373685795 6.5159274423162312e-05 0.00011485690958342393 -6.8884495911853655e-05 -4.2671069573059321e-05 -3.4307716710967581e-05 1.2516658328926701e-07
leaf_weight=23 29 28 23 26 29 25 25 20 31 23 21 21 21 30 22 37 23 34 23 20 25 39 20 20 21 23 21 23 39 2356
leaf_count=23 29 28 23 26 29 25 25 20 31 23 21 21 21 30 22 37 23 34 23 20 25 39 20 20 21 23 21 23 39 2356
internal_value=0 -3.22944e-07 -6.25556e-07 -2.53848e-07 1.86995e-05 -1.47028e-06 2.32517e-05 -2.01361e-05 -1.04601e-06 -5.1858e-07 -9.84785e-08 3.91789e-05 -7.53566e-07 -3.4426e-07 2.13868e-05 -6.39792e-06 2.59736e-05 -1.25073e-06 -3.28179e-05 -4.18112e-07 2.00685e-05 -1.16332e-06 -2.67484e-05 -7.23108e-05 -4.12608e-07 2.1705e-07 -3.36884e-07 3.60929e-05 -1.0305e-06 -4.35536e-07
internal_weight=0 3092 3064 3041 122 93 68 43 2919 2888 2865 47 2818 2797 112 82 60 2685 69 2616 46 2596 74 40 2522 2483 2462 46 2416 2395
internal_count=3121 3092 3064 3041 122 93 68 43 2919 2888 2865 47 2818 2797 112 82 60 2685 69 2616 46 2596 74 40 2522 2483 2462 46 2416 2395
is_linear=0
shrinkage=0.1


Tree=3847
num_leaves=31
num_cat=0
split_feature=132 393 1203 1429 1420 156 155 33 47 47 47 124 1453 16 16 4 1 47 47 12 43 12 4 0 0 0 160 133 0 484
split_gain=3.41372e-06 2.46812e-05 1.08309e-05 3.31385e-06 7.37927e-06 6.82484e-06 7.14503e-06 3.20585e-06 5.50749e-06 3.96701e-05 2.17445e-05 5.25584e-06 5.48002e-06 6.96772e-06 5.48231e-06 9.45002e-06 5.85042e-06 4.87452e-06 9.47794e-06 8.35941e-06 4.68861e-06 4.59549e-06 6.6136e-06 4.53358e-06 5.82999e-06 2.69128e-05 9.12446e-05 7.56223e-05 1.64682e-05 5.55896e-05
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 0.12521000000000002 -0.086589999999999986 0.3248100000000001 0.14039500000000002 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.091210000000000013 -0.065909999999999982 -1.0000000180025095e-35 0.51222500000000004 -0.13088499999999997 0.024790000000000003 0.11061500000000002 0.087885000000000019 0.079365000000000005 0.084535000000000013 0.31463000000000002 0.087625000000000022 -0.033174999999999989 -0.24955499999999997 -0.087084999999999982 -0.087974999999999984 -0.025879999999999997 -1.0000000180025095e-35 -0.085669999999999982 -0.081614999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 7 -6 10 -10 17 -11 -13 14 16 21 -14 18 20 -20 23 -16 -23 -9 25 -25 -27 -28 29 -26
right_child=1 -3 -4 -5 5 -7 -8 8 9 11 -12 12 13 -15 15 -17 -18 -19 19 -21 -22 22 -24 24 28 26 27 -29 -30 -31
leaf_value=-3.7322725893609925e-06 -6.068628181310487e-05 0.00010893297041461449 -7.131080246499214e-05 4.0690713340154624e-05 -3.1732976910256357e-05 -5.6527055303810078e-05 5.7459138968790116e-05 3.9128340888185324e-05 0.0001368155445258405 4.9180401286073245e-05 -0.00010475146583903694 4.8172331335081251e-05 -5.8351252768521335e-05 -5.7346427638549358e-05 1.6938886958023272e-05 6.5615082943482921e-05 2.2344512881072414e-06 -3.7111500298903723e-05 -7.3846700694918148e-07 8.1301776299369527e-05 4.4500158448658034e-05 1.7051789182005451e-05 -6.0098978889072895e-05 -2.8154677879506476e-06 -0.00011212826686373557 0.00010158619878070785 -1.4566206941491969e-05 -0.00027703496579425008 -8.5874544271766658e-07 6.5822703240925637e-05
leaf_weight=195 20 21 27 20 31 21 22 28 24 22 20 20 28 24 57 26 37 35 23 27 23 20 25 744 21 21 21 23 1388 107
leaf_count=195 20 21 27 20 31 21 22 28 24 22 20 20 28 24 57 26 37 35 23 27 23 20 25 744 21 21 21 23 1388 107
internal_value=0 9.15215e-07 -1.19513e-05 1.27038e-07 -1.56822e-07 2.69742e-07 6.93147e-07 2.46331e-07 6.04999e-07 1.38219e-05 -9.02607e-07 2.42475e-06 -1.91543e-06 -6.53182e-06 -2.12903e-07 1.17974e-05 -2.3864e-05 -5.865e-08 4.75913e-07 4.35633e-05 -4.30807e-07 -1.92081e-06 -2.58097e-05 -8.69997e-07 -1.3517e-06 -8.20654e-06 -6.99136e-05 -0.000151766 2.30633e-06 3.66276e-05
internal_weight=0 2899 222 2878 2858 2838 2817 2795 2764 283 2481 259 237 217 193 128 65 2461 2426 50 2376 102 45 2353 2325 809 65 44 1516 128
internal_count=3121 2899 222 2878 2858 2838 2817 2795 2764 283 2481 259 237 217 193 128 65 2461 2426 50 2376 102 45 2353 2325 809 65 44 1516 128
is_linear=0
shrinkage=0.1


Tree=3848
num_leaves=31
num_cat=0
split_feature=156 1425 1426 481 1447 12 15 132 1203 1185 50 1213 1213 1213 2 0 43 43 3 2 402 403 401 402 2 2 14 151 0 133
split_gain=3.34184e-06 4.47416e-06 4.05724e-06 4.52674e-06 2.08639e-05 2.22681e-05 2.94149e-05 3.26277e-06 8.45788e-05 4.16082e-05 2.33301e-05 4.31378e-06 3.05133e-05 3.03847e-05 1.56968e-05 2.44799e-05 1.64612e-05 3.22574e-05 1.36832e-05 2.21115e-05 6.96402e-06 2.36039e-05 7.45165e-06 3.0932e-05 3.7272e-06 1.45209e-05 1.27971e-05 1.38741e-05 1.4095e-05 1.23515e-05
threshold=0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 -0.086484999999999992 -0.085684999999999997 0.090840000000000018 0.087575000000000014 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.04198000000000001 1.0000000180025095e-35 0.065605000000000011 0.084985000000000019 -0.082724999999999979 -0.0098449999999999979 -0.036954999999999995 -0.083654999999999993 0.087545000000000026 -0.45454999999999995 -0.048229999999999988 -0.06959499999999999 -0.40883999999999993 0.088125000000000023 0.088475000000000012 0.082295000000000021 0.086470000000000005 -0.15931499999999996 0.40945500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 10 -9 -5 12 20 -13 15 -15 17 -16 -18 -20 21 -11 -22 -24 26 -26 27 28 -25 -27
right_child=-2 -3 -4 7 5 -7 -8 9 -10 11 -12 13 -14 14 16 -17 18 -19 19 -21 22 -23 23 24 25 29 -28 -29 -30 -31
leaf_value=8.3400487450749762e-05 3.9757340883148747e-05 -4.2402828403282913e-05 3.8667086957704872e-05 1.9881765800133603e-06 3.4895328038449706e-05 7.1827825087458902e-05 -0.00011597399677287155 -0.00013892429000076265 0.00020153391245306316 0.00011437147770179547 -0.00011195540755579714 0.00012417489994153254 -0.00012498329277150334 -0.00013019339981145181 -2.2538666386632636e-05 1.3763962245623893e-05 5.9009545425396942e-05 0.00013679681107061224 -0.00011825783751971489 1.2251312128843412e-05 4.7867540376197823e-05 -3.5561414101504769e-05 -0.00012612546237505742 6.7954076394016743e-05 -7.2518781798275856e-05 -4.7913332111877072e-06 -7.6253314182395124e-05 7.2708661148147984e-05 5.582540148546885e-07 6.0156034005558472e-05
leaf_weight=35 21 25 27 177 24 23 28 22 21 21 20 22 20 21 24 27 20 27 21 34 30 21 20 32 31 1223 20 29 1025 30
leaf_count=35 21 25 27 177 24 23 28 22 21 21 20 22 20 21 24 27 20 27 21 34 30 21 20 32 31 1223 20 29 1025 30
internal_value=0 -2.69323e-07 7.32253e-08 -2.68649e-07 1.96479e-05 -1.01033e-05 -4.6342e-05 -1.01434e-06 1.07569e-05 -1.95777e-06 -9.5797e-06 -8.40917e-07 -1.96008e-06 1.34455e-05 -5.54756e-07 -4.92174e-05 1.79834e-05 6.18154e-05 -1.18224e-05 -3.75795e-05 -9.68754e-07 3.9405e-05 -1.66371e-06 -2.28028e-06 -1.24392e-06 -4.90904e-06 3.01105e-06 4.4708e-06 2.59862e-06 -3.23633e-06
internal_weight=0 3100 3075 3048 110 75 52 2938 218 2720 197 2698 2502 196 174 48 126 51 75 55 2482 42 2440 2410 2390 1284 1106 1086 1057 1253
internal_count=3121 3100 3075 3048 110 75 52 2938 218 2720 197 2698 2502 196 174 48 126 51 75 55 2482 42 2440 2410 2390 1284 1106 1086 1057 1253
is_linear=0
shrinkage=0.1


Tree=3849
num_leaves=31
num_cat=0
split_feature=132 1185 1203 11 1185 43 129 15 1184 1213 1213 133 52 16 3 402 403 402 1210 3 1210 13 43 130 401 42 2 0 1210 52
split_gain=3.30835e-06 2.85091e-05 1.38766e-05 3.24237e-06 3.21101e-06 7.32348e-06 4.40657e-06 1.07129e-05 6.24271e-06 4.22792e-06 2.38765e-05 1.81955e-05 2.77179e-05 1.92793e-05 2.1534e-05 1.77512e-05 1.62893e-05 1.17628e-05 8.94698e-06 7.14808e-06 6.67669e-06 2.48265e-05 4.98858e-06 1.02761e-05 8.21153e-06 1.11698e-05 3.22403e-05 3.87301e-05 5.95547e-06 4.90191e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.106895 0.085905000000000009 -0.013199999999999998 -0.077709999999999987 -0.07490999999999999 0.081725000000000006 -0.087969999999999979 -0.085284999999999986 -0.054584999999999995 0.086450000000000013 -0.092484999999999984 -0.081574999999999995 0.13775000000000001 0.23383500000000004 0.11320500000000001 -0.090569999999999998 -0.079594999999999985 -0.065674999999999983 -0.064619999999999983 -0.53814999999999991 -0.22699999999999995 0.09530000000000001 0.120215 0.093680000000000013 -0.050064999999999991 -0.051429999999999997 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 -3 9 11 -11 13 16 -8 -15 17 -13 18 -12 -16 21 -20 -22 -24 25 28 -27 -28 -25 -30
right_child=1 3 -4 -5 5 -7 8 -9 -10 10 15 12 -14 14 19 -17 -18 -19 20 -21 22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=-2.4622429503569249e-06 0.00011699315506294149 1.8062894887407311e-05 -7.8954854099585521e-05 3.8297008723020559e-05 -2.3677088657595134e-05 4.8480177965524123e-05 -5.6786749967917177e-05 -8.5440337570616976e-05 5.4056807727777464e-05 8.3618490744436934e-05 -5.3841795682186082e-05 4.4928297463159723e-05 -0.00013902756519382819 0.00010042475048521737 -4.9489237694831984e-05 -7.5950201613933694e-05 -6.8124150857329369e-05 7.2988909885845542e-05 0.0001198124115045998 3.0399547692165171e-05 4.7964034768353619e-05 -2.0117727808610655e-05 -6.9016518583256664e-05 -4.1951945604523644e-05 -5.2332452147917753e-05 -7.1184952927675721e-05 0.00014430116814978915 -1.3008830822808046e-05 2.4426960047774338e-06 -8.3290870658150909e-06
leaf_weight=195 21 20 27 22 22 39 30 20 21 34 31 26 25 32 21 31 25 22 21 24 21 32 22 35 30 21 34 29 1616 572
leaf_count=195 21 20 27 22 22 39 30 20 21 34 31 26 25 32 21 31 25 22 21 24 21 32 22 35 30 21 34 29 1616 572
internal_value=0 9.00962e-07 -1.17654e-05 5.38677e-08 -2.40722e-07 2.24562e-05 -7.36077e-07 -3.36887e-05 -2.57635e-07 -6.74827e-07 3.7843e-07 -1.53571e-05 -5.27718e-05 1.12178e-05 3.77131e-05 -7.45989e-07 -1.04896e-05 1.91795e-07 -4.58179e-07 -6.88189e-06 2.22006e-07 3.53263e-05 -5.59728e-07 -9.9169e-07 -3.51319e-07 3.24638e-07 3.61202e-05 7.18886e-05 -1.02796e-06 -3.73328e-07
internal_weight=0 2899 222 2878 2856 61 2795 40 2755 2734 2551 183 76 107 77 2517 51 2486 2464 45 2433 53 2380 2359 2337 2307 84 63 2223 2188
internal_count=3121 2899 222 2878 2856 61 2795 40 2755 2734 2551 183 76 107 77 2517 51 2486 2464 45 2433 53 2380 2359 2337 2307 84 63 2223 2188
is_linear=0
shrinkage=0.1


Tree=3850
num_leaves=31
num_cat=0
split_feature=1209 1209 48 48 52 1374 1373 0 52 160 1371 124 3 3 3 0 3 2 15 3 43 133 43 133 4 52 402 52 34 97
split_gain=3.88731e-06 4.96851e-06 3.10115e-06 8.13721e-06 3.23544e-06 1.18762e-05 2.5796e-05 1.61745e-05 1.12066e-05 5.00677e-05 1.13136e-05 1.01618e-05 7.15097e-06 5.6256e-05 2.32912e-05 1.81326e-05 1.70869e-05 6.4274e-05 7.26492e-05 2.84345e-05 4.58247e-05 1.46522e-05 3.338e-05 2.70786e-05 1.36019e-05 1.62802e-05 1.94923e-05 2.31709e-05 1.20241e-05 3.00446e-05
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5 9 -6 12 -9 14 -14 21 16 17 18 -15 20 -18 22 -10 -23 -25 -26 27 -27 29 -21
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leaf_value=4.3945388315478338e-05 -4.2993699079724379e-05 -3.5714145705393704e-05 6.3949615068850107e-05 -9.4347867006945306e-05 -4.042123491650238e-05 -6.5566243645134235e-05 9.5582860754243144e-05 5.5871574750199217e-05 -0.00014653571313829163 0.00017003217435558328 -5.782638406799379e-05 -5.2801972120963732e-06 -0.00016481138785214475 1.1659636844082602e-05 8.9597849000711005e-05 -8.0712087327372976e-05 -2.1125935381860474e-05 6.0246528065523741e-05 -0.00024559800943319243 -3.3318398491246628e-05 0.00014730109845653976 9.7675864077138944e-05 5.8948684267413814e-06 6.7199427249921861e-05 8.6262442015471285e-05 9.5247953749304337e-05 -7.7171200170766962e-05 -1.7691927684921585e-06 -8.7996193752180907e-07 0.00013793949370405505
leaf_weight=20 27 24 20 20 26 31 26 28 20 20 32 921 21 21 35 27 30 34 23 20 35 34 51 34 22 26 32 463 977 21
leaf_count=20 27 24 20 20 26 31 26 28 20 20 32 921 21 21 35 27 30 34 23 20 35 34 51 34 22 26 32 463 977 21
internal_value=0 -2.8343e-07 9.17092e-08 3.7346e-07 -4.61844e-08 -4.61307e-06 -2.71403e-06 -5.35151e-06 2.29195e-06 5.10802e-05 1.14575e-06 -3.47593e-06 2.12556e-06 -2.5669e-06 1.0038e-05 3.01054e-07 2.18508e-06 -4.30195e-05 -0.000122816 5.44081e-06 6.95655e-05 5.95497e-06 -3.70433e-05 1.09515e-05 5.84122e-06 1.99927e-06 -1.55886e-06 3.38918e-06 1.3464e-06 5.43991e-05
internal_weight=0 3101 3074 3050 3030 1026 995 969 2004 46 1958 949 1926 1209 717 1188 1161 78 44 1083 65 682 71 611 577 543 521 489 1018 41
internal_count=3121 3101 3074 3050 3030 1026 995 969 2004 46 1958 949 1926 1209 717 1188 1161 78 44 1083 65 682 71 611 577 543 521 489 1018 41
is_linear=0
shrinkage=0.1


Tree=3851
num_leaves=31
num_cat=0
split_feature=40 130 42 41 1212 1212 1212 2 12 15 1212 1209 1209 401 15 133 0 4 401 402 402 403 1211 1203 1204 394 399 15 1210 1210
split_gain=3.24601e-06 1.16875e-05 7.86835e-06 4.85046e-06 3.84774e-06 5.19618e-06 3.6641e-05 2.92329e-05 4.26536e-05 1.20878e-05 1.02316e-05 7.20915e-06 1.40795e-05 7.23587e-06 3.05608e-05 1.39177e-05 1.67519e-05 1.184e-05 6.08518e-06 8.2077e-06 1.03979e-05 6.48996e-06 5.07114e-06 6.80448e-06 2.37168e-05 6.59252e-06 6.7608e-06 6.16056e-06 5.66963e-06 5.37196e-06
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 0.11457000000000002 -0.52517999999999987 -0.087464999999999987 -0.089544999999999986 0.084715000000000013 0.088485000000000022 0.085315000000000016 -0.069964999999999986 -0.084519999999999984 -0.067109999999999989 -1.0000000180025095e-35 0.098485000000000017 0.50628500000000021 -0.07929499999999999 -0.077834999999999988 0.11655000000000001 0.11522000000000002 0.11174500000000002 -0.55049499999999985 0.11048500000000001 0.088820000000000024 -0.079179999999999987 0.0047000000000000011 0.10788500000000002 0.085935000000000025 -0.090009999999999993 -0.00092999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 9 -9 -6 -7 -12 -13 14 17 18 -17 -14 19 20 21 -15 23 25 -25 26 28 -27 -23 -30
right_child=1 2 -4 -5 5 10 -8 8 -10 -11 11 12 13 15 -16 16 -18 -19 -20 -21 -22 22 -24 24 -26 27 -28 -29 29 -31
leaf_value=4.0157245687169057e-05 -7.288686104154543e-05 4.2776047484949233e-05 5.0385992407457034e-05 -4.3257411464135383e-05 1.3274327702674782e-05 6.5740434032098474e-05 -0.00014427000700379723 0.00017044115746102763 -9.9789867458878847e-06 -8.3687501838388323e-05 -4.6295168673774854e-05 8.2292638087112991e-05 -3.9541730651156588e-05 5.5740399901489064e-05 -0.00013264554982015398 -7.5649838270857632e-06 0.0001132425397941006 5.7860390543632656e-05 -5.4964665614534177e-05 5.2411753355651554e-05 -7.0276260313611218e-05 -4.9405447862227453e-05 3.7191938180411753e-05 -0.00012183233586370081 1.698384928658925e-05 1.1270947912375309e-06 5.3430826190616133e-05 7.7724737535131034e-05 2.6343223569508865e-05 -1.3903463963284599e-06
leaf_weight=20 22 21 31 26 20 24 20 20 38 36 33 21 24 21 21 22 24 26 20 30 21 24 36 20 32 21 23 21 72 2331
leaf_count=20 22 21 31 26 20 24 20 20 38 36 33 21 24 21 21 22 24 26 20 30 21 24 36 20 32 21 23 21 72 2331
internal_value=0 -2.59004e-07 2.59935e-07 -2.49877e-07 1.20141e-07 -1.7835e-07 -1.94257e-05 2.47683e-06 5.22349e-05 -4.90583e-05 7.21246e-07 1.72368e-07 7.18072e-07 1.0385e-07 -3.14111e-05 9.27088e-07 5.5465e-05 1.11074e-05 -1.18137e-08 4.02612e-07 -1.92458e-07 3.73386e-07 -7.72761e-08 -6.04671e-07 -3.6407e-05 1.42408e-07 -5.31023e-07 3.94259e-05 -1.0424e-06 -5.59378e-07
internal_weight=0 3101 3079 3048 3022 3001 134 114 58 56 2867 2843 2810 2789 71 2718 46 50 2672 2652 2622 2601 2580 2544 52 2492 2450 42 2427 2403
internal_count=3121 3101 3079 3048 3022 3001 134 114 58 56 2867 2843 2810 2789 71 2718 46 50 2672 2652 2622 2601 2580 2544 52 2492 2450 42 2427 2403
is_linear=0
shrinkage=0.1


Tree=3852
num_leaves=31
num_cat=0
split_feature=1209 1209 130 1 123 123 11 33 33 10 10 48 46 472 123 124 2 4 13 49 475 2 2 4 43 2 130 49 15 12
split_gain=3.7417e-06 3.85883e-06 3.65618e-06 7.93677e-06 4.05521e-06 6.2228e-06 3.6878e-06 5.94156e-06 3.99129e-06 4.83693e-06 1.36282e-05 5.38222e-06 4.34693e-06 1.02035e-05 4.56993e-06 6.31796e-06 6.41121e-06 4.09519e-05 1.37767e-05 3.84874e-06 1.58601e-05 4.51686e-05 1.49983e-05 2.52013e-05 3.02672e-05 1.58455e-05 1.19455e-05 1.2588e-05 1.17414e-05 2.89255e-05
threshold=-0.14444499999999996 -0.089214999999999989 -0.23123999999999997 0.16540500000000002 0.12630500000000003 0.11135500000000001 -0.014494999999999999 -0.044254999999999996 1.0000000180025095e-35 -0.013164999999999998 -0.0091199999999999979 0.087745000000000004 0.10253500000000002 0.094800000000000009 0.094395000000000021 0.098110000000000017 -0.0050599999999999994 0.053180000000000012 -0.0062949999999999994 0.09567500000000001 -0.085774999999999976 0.087625000000000022 0.10981000000000002 -0.011884999999999998 -0.084569999999999992 0.11448000000000001 0.096625000000000003 0.12073000000000002 -0.097454999999999986 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 9 11 -11 -9 13 14 15 16 17 -12 -19 -18 -21 -22 23 -23 -25 -24 27 -27 29 -26
right_child=1 2 3 -5 -6 -7 7 8 -10 10 12 -13 -14 -15 -16 -17 19 18 -20 20 21 22 25 24 28 26 -28 -29 -30 -31
leaf_value=4.3114534346386794e-05 -3.7917822218905377e-05 3.9773415577972473e-05 -4.2653520831663632e-05 -5.4224046201583135e-05 -4.4644746803896855e-05 5.3522782245222929e-05 5.4752395080868154e-05 6.5474209725380214e-05 -2.7396254636886832e-05 -7.6627603748815817e-05 0.00013387070552903425 -3.0024650847983802e-06 -4.1715606190943318e-05 7.2195743359770856e-05 -3.3928137973385962e-05 5.2072735297770126e-05 1.1752844874570128e-06 1.997795784821695e-05 -8.7169657890626693e-05 -9.0434860296385449e-05 0.00011922984272974578 2.2767336043876178e-05 8.9699395435413211e-05 -0.00017023659588414291 -1.9652795309901613e-06 7.4585313300106119e-05 -7.0921264341450294e-05 -1.3755675219592241e-05 -1.401458635665103e-06 -0.0001597602410800478
leaf_weight=20 27 23 20 27 20 22 20 24 52 23 25 22 24 20 38 24 2305 30 20 23 27 51 21 21 26 23 22 54 46 21
leaf_count=20 27 23 20 27 20 22 20 24 52 23 25 22 24 20 38 24 2305 30 20 23 27 51 21 21 26 23 22 54 46 21
internal_value=0 -2.7807e-07 5.25328e-08 -2.46904e-07 2.35035e-07 5.33835e-07 1.42904e-07 4.31874e-07 6.25978e-08 5.56667e-07 3.63717e-08 3.27245e-05 6.61424e-07 1.02504e-06 5.12472e-07 9.9029e-07 5.38733e-07 2.93695e-05 -2.28811e-05 -2.80323e-07 -1.02958e-05 -4.38809e-06 -1.60993e-05 -3.56628e-05 -6.18026e-05 1.08006e-05 -5.93548e-06 1.26319e-05 -3.73175e-05 -7.24694e-05
internal_weight=0 3101 3074 3051 3024 3004 2982 2962 2942 2890 2844 46 2821 2797 2777 2739 2715 75 50 2640 335 312 285 165 114 120 99 77 93 47
internal_count=3121 3101 3074 3051 3024 3004 2982 2962 2942 2890 2844 46 2821 2797 2777 2739 2715 75 50 2640 335 312 285 165 114 120 99 77 93 47
is_linear=0
shrinkage=0.1


Tree=3853
num_leaves=31
num_cat=0
split_feature=132 1211 393 1203 0 0 12 12 33 34 9 1 12 12 133 12 0 1212 1210 1210 133 13 3 13 11 4 0 475 1420 472
split_gain=3.52528e-06 8.33859e-05 4.204e-05 9.5389e-06 3.27092e-06 4.63298e-06 7.79063e-06 6.87244e-06 3.1324e-06 4.70467e-06 9.64591e-06 1.40551e-05 3.17997e-06 2.72887e-05 2.13378e-05 1.61716e-05 1.85347e-05 1.4955e-05 3.39127e-05 1.58609e-05 1.4611e-05 1.1895e-05 2.07359e-05 1.76299e-05 1.13336e-05 9.94593e-06 1.63539e-05 1.17053e-05 1.20874e-05 1.35888e-05
threshold=-0.083284999999999984 0.085535000000000014 0.12679500000000002 0.089165000000000008 -0.097274999999999986 -0.091069999999999984 0.11418000000000002 0.091200000000000017 -0.009184999999999997 -0.112215 0.088235000000000022 0.12408500000000001 0.086420000000000011 0.086850000000000024 0.18829500000000002 0.087215000000000015 -0.084509999999999988 -0.08867499999999999 -0.08453999999999999 -1.0000000180025095e-35 0.039215000000000007 -0.097224999999999992 -0.047929999999999993 -0.094514999999999988 0.079300000000000009 -0.50052499999999989 0.12411500000000002 0.061570000000000007 -0.083279999999999979 -0.065034999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 -1 -6 7 -7 -2 -10 12 -12 14 20 17 16 -15 -11 -19 -20 -14 -17 23 -23 -21 26 -25 28 -27 -30
right_child=2 -3 -4 -5 5 6 -8 -9 9 10 11 -13 13 15 -16 21 -18 18 19 24 -22 22 -24 25 -26 27 -28 -29 29 -31
leaf_value=-3.2083082908650761e-05 -3.1536761408431392e-05 0.00020687593150341854 -0.00014540553369442934 -7.2826663199521136e-05 4.9292689003604694e-05 -4.3702355445323825e-06 -4.8074692885385116e-05 5.3688086999110449e-05 -4.5641854475516912e-05 6.3480954314426902e-05 0.00010405388044422251 -4.5484162998176404e-06 2.652263699149314e-05 -0.0001089835623653406 -0.00010127909297972853 3.3672888997319057e-05 1.7059525562217458e-05 -0.00012145528271503282 7.5852031351622339e-05 -1.4952610361906404e-06 0.00013409043578734703 -8.3383688494601904e-05 -9.6416936801026827e-05 -1.6942188267421443e-05 -6.2773811846601613e-05 -7.4000985259772283e-05 0.00010549597386670939 -5.823437036269752e-05 5.7071625416667425e-05 2.1636509411980587e-06
leaf_weight=27 31 20 20 20 21 75 28 28 22 34 22 26 28 28 22 113 20 24 26 1144 23 24 22 20 31 20 24 32 47 1099
leaf_count=27 31 20 20 20 21 75 28 28 22 34 22 26 28 28 22 113 20 24 26 1144 23 24 22 20 31 20 24 32 47 1099
internal_value=0 1.22342e-05 -9.23258e-07 -7.32775e-06 -9.43799e-09 5.68785e-06 -1.30223e-06 1.14126e-05 7.93951e-08 4.23169e-07 7.81399e-07 4.52276e-05 1.42576e-08 3.13919e-06 -3.64491e-06 6.0874e-07 -5.64656e-05 -1.93883e-06 -3.75456e-06 -1.40251e-06 7.50336e-05 2.56418e-06 -1.65079e-07 1.50754e-06 -3.11197e-06 3.14795e-06 4.98423e-05 1.43297e-06 3.0705e-06 4.41555e-06
internal_weight=0 219 2902 199 179 152 131 103 2882 2851 2829 48 2781 1500 1281 1449 48 1259 1225 1201 51 1401 1288 1266 1175 1242 44 1198 1166 1146
internal_count=3121 219 2902 199 179 152 131 103 2882 2851 2829 48 2781 1500 1281 1449 48 1259 1225 1201 51 1401 1288 1266 1175 1242 44 1198 1166 1146
is_linear=0
shrinkage=0.1


Tree=3854
num_leaves=31
num_cat=0
split_feature=393 130 40 12 0 139 148 147 448 401 1212 402 1212 2 52 1213 133 1212 1209 403 0 2 132 131 401 4 402 133 42 153
split_gain=3.64178e-06 3.31919e-06 6.3798e-06 4.16608e-06 9.53645e-06 5.38756e-06 4.17002e-06 6.84889e-06 8.71266e-06 3.87641e-06 6.54993e-06 5.61338e-06 4.49603e-06 2.18098e-05 3.2975e-05 2.11906e-05 1.25369e-05 8.33624e-06 7.26558e-06 6.01027e-06 3.47217e-05 2.22971e-05 4.09928e-06 1.48079e-05 4.14119e-06 2.17788e-05 1.31324e-05 4.92495e-06 8.76397e-06 1.07915e-05
threshold=0.12679500000000002 -0.23123999999999997 -0.24290999999999999 0.12477500000000001 -0.050064999999999991 -0.060214999999999998 0.099425000000000013 0.097985000000000017 1.0000000180025095e-35 0.13729500000000003 0.15049500000000002 0.13597000000000001 -0.087464999999999987 0.084515000000000021 0.087765000000000024 -0.090764999999999985 -0.097509999999999986 -0.063924999999999996 -0.084519999999999984 -0.5335399999999999 -0.086234999999999992 0.084550000000000014 -0.26625499999999996 -0.076979999999999979 -1.0000000180025095e-35 -0.076229999999999978 -0.42321999999999993 0.41553500000000004 0.11720500000000002 0.082840000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 7 8 9 10 11 12 13 16 15 -15 -7 -14 -19 20 -20 -22 23 -21 25 -24 -26 28 29 -28
right_child=-2 2 3 4 -6 6 -8 -9 -10 -11 -12 -13 17 14 -16 -17 -18 18 19 22 21 -23 24 -25 26 -27 27 -29 -30 -31
leaf_value=3.7516145960620162e-05 3.5272061459495334e-05 -5.6909321665443718e-05 -5.2555049005604812e-05 6.0074697645025789e-05 -1.1748735658712624e-05 -2.205472260573602e-05 4.0190044324845077e-05 -5.4025917719021292e-05 6.0917907815208951e-05 4.1932519858770931e-05 -5.5542850069204262e-05 3.7408623804941802e-05 4.8766457803139934e-05 3.8528084256871472e-06 -5.8847860726826992e-05 0.00014607585719204509 -0.00013007564891516019 -5.5837647327431717e-05 0.00012915785615484271 2.6389863805062222e-05 -9.7556111133945673e-05 3.9833230362597131e-05 2.0660118439587275e-05 -8.9635004587762534e-05 6.668638989140164e-05 -0.00010562971110630316 -6.7013410220206245e-07 -4.5163740316638722e-05 4.8419609912444786e-05 -7.4439108939259316e-05
leaf_weight=23 29 20 20 36 38 21 25 24 23 21 22 38 34 22 36 20 22 24 23 22 21 27 36 22 29 22 2340 25 36 20
leaf_count=23 29 20 20 36 38 21 25 24 23 21 22 38 34 22 36 20 22 24 23 22 21 27 36 22 29 22 2340 25 36 20
internal_value=0 -3.30816e-07 -6.14452e-07 -2.45184e-07 2.31924e-05 -8.2817e-07 -4.78072e-07 -8.2507e-07 -3.85696e-07 -8.74764e-07 -1.18886e-06 -7.67812e-07 -1.28555e-06 -2.0141e-05 1.13815e-05 7.15781e-05 -7.73212e-05 -4.3456e-07 -1.06653e-06 -5.65387e-07 2.81331e-05 -2.02746e-05 -1.36382e-06 -3.16226e-05 -8.32962e-07 -2.72429e-05 -2.07746e-07 -1.00904e-06 -5.48326e-07 -1.29529e-06
internal_weight=0 3092 3069 3049 74 2975 2955 2930 2906 2883 2862 2840 2802 121 78 42 43 2681 2647 2623 71 48 2552 44 2508 58 2450 2421 2396 2360
internal_count=3121 3092 3069 3049 74 2975 2955 2930 2906 2883 2862 2840 2802 121 78 42 43 2681 2647 2623 71 48 2552 44 2508 58 2450 2421 2396 2360
is_linear=0
shrinkage=0.1


Tree=3855
num_leaves=31
num_cat=0
split_feature=1203 1204 132 15 1204 403 1185 50 52 403 3 15 2 43 43 0 43 43 401 2 2 43 402 1210 16 12 12 394 1176 133
split_gain=3.15955e-06 5.12792e-06 4.9066e-06 0.000117918 4.74985e-05 8.8076e-05 1.75027e-05 1.52849e-05 4.55127e-06 4.38741e-06 7.37178e-06 7.21263e-06 3.86538e-06 3.30876e-06 8.97927e-06 1.82475e-05 1.70053e-05 1.71474e-05 9.85258e-06 9.1184e-06 1.76803e-05 7.51923e-06 2.05013e-05 1.30204e-05 4.12821e-05 1.06208e-05 1.33422e-05 5.90534e-06 7.92169e-06 6.06838e-06
threshold=0.10970500000000001 0.057120000000000011 -0.083284999999999984 0.091915000000000011 -0.082199999999999981 -0.078754999999999978 -0.083264999999999992 0.09227500000000001 0.090645000000000017 -0.023519999999999996 -0.084524999999999975 -0.097454999999999986 0.085485000000000019 0.13895500000000002 0.062770000000000006 -0.086934999999999985 0.055925000000000009 0.05259500000000001 -0.41128499999999996 0.086330000000000004 0.11585500000000001 0.0034250000000000005 -0.024724999999999997 -0.13847499999999999 -0.082179999999999989 0.093105000000000007 0.087005000000000013 -0.12099999999999998 0.085730000000000015 0.091935000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -4 -6 8 9 10 12 -11 -1 14 16 -16 17 18 -8 -17 -21 23 -23 24 -20 26 -24 -25 29 -29
right_child=-2 -3 4 -5 6 -7 13 -9 -10 11 -12 -13 -14 -15 15 19 -18 -19 21 20 -22 22 25 27 -26 -27 -28 28 -30 -31
leaf_value=1.6729752537179997e-05 3.9618826667719988e-05 -4.7297991604073502e-05 2.8184135210366273e-05 0.00023370529016905161 9.3839013643446379e-05 -0.00025875119116335553 6.5439849972988119e-05 -8.4108731625747184e-05 4.2285597903008407e-05 -2.5708342582220213e-05 -7.259864137917507e-05 4.7840770912443992e-05 -3.6474636131474241e-05 1.6135200088106271e-05 -8.3562439657469404e-05 -4.7530894470025582e-05 6.609555827871633e-05 -9.2672488535754395e-05 0.00015942587009963713 5.2770283408513615e-05 -5.796696673531274e-05 -0.00011788535495725228 1.5766486455959239e-05 5.241153994575143e-05 -1.6998081698855257e-05 5.0906215074064681e-05 -8.8299499739977444e-05 2.0983096723181755e-06 -5.9252172199510667e-05 -1.1521021165917476e-05
leaf_weight=36 20 23 23 22 20 20 23 25 22 24 21 30 22 121 39 31 39 20 21 46 21 20 28 21 36 24 22 1882 23 396
leaf_count=36 20 23 23 22 20 20 23 25 22 24 21 30 22 121 39 31 39 20 21 46 21 20 28 21 36 24 22 1882 23 396
internal_value=0 -2.55514e-07 9.60051e-08 1.51612e-05 -9.6212e-07 -0.000105274 6.21155e-07 -1.15497e-05 1.53314e-07 -6.81594e-06 -2.18322e-05 1.51523e-05 -3.45122e-06 -4.16102e-08 -7.68725e-07 -2.571e-05 5.68633e-07 -4.47086e-07 2.91899e-07 -2.68705e-06 1.80616e-05 -3.14006e-07 -2.80541e-05 7.82072e-07 4.80002e-05 -3.77538e-06 -3.00225e-05 -3.7703e-07 -8.58803e-07 -2.6923e-07
internal_weight=0 3101 3078 202 2876 43 2833 180 155 133 79 54 58 2813 2692 137 2555 2516 2496 98 67 2473 94 2379 57 74 50 2322 2301 2278
internal_count=3121 3101 3078 202 2876 43 2833 180 155 133 79 54 58 2813 2692 137 2555 2516 2496 98 67 2473 94 2379 57 74 50 2322 2301 2278
is_linear=0
shrinkage=0.1


Tree=3856
num_leaves=31
num_cat=0
split_feature=132 393 1203 16 16 403 2 1204 2 52 130 1 9 34 97 106 9 10 2 45 47 47 47 131 42 133 151 47 3 124
split_gain=3.4179e-06 2.02611e-05 1.71343e-05 3.12261e-06 5.04163e-06 5.88773e-06 5.42325e-06 5.32001e-06 5.07941e-06 4.48307e-06 2.94725e-06 6.56956e-06 3.32234e-06 7.57093e-06 7.48822e-06 7.10083e-06 5.42248e-06 2.16334e-05 3.23826e-05 4.2177e-06 4.35254e-06 3.54794e-05 1.89583e-05 6.40769e-06 7.85517e-06 9.39999e-06 8.85697e-06 8.53311e-06 8.27321e-06 5.27167e-06
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 -0.097644999999999996 -0.090054999999999982 -0.08989999999999998 0.097385000000000013 -0.08130999999999998 0.085955000000000018 0.084735000000000019 -0.23123999999999997 0.16540500000000002 -0.08619499999999998 -0.083689999999999987 -0.083924999999999986 0.087515000000000009 0.092890000000000014 0.053330000000000009 -0.080614999999999978 0.094030000000000016 0.092165000000000011 0.096770000000000009 0.089785000000000018 0.096490000000000006 -0.0098899999999999978 -0.040449999999999993 -0.089594999999999994 0.10589000000000001 -0.077644999999999978 -0.091229999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 -5 -6 7 8 -7 -9 -2 12 14 15 -12 -14 17 18 -15 20 22 -22 29 24 -23 -26 -27 -28 -29 -20
right_child=1 -3 -4 4 5 6 -8 9 -10 -11 11 -13 13 16 -16 -17 -18 -19 19 -21 21 23 -24 -25 25 26 27 28 -30 -31
leaf_value=2.6551748751444391e-05 3.5826559131079272e-05 9.6504807747392488e-05 -0.00010030577606812586 -4.7194416765705682e-05 4.9516882991156312e-05 -3.1663917219372128e-05 2.3196531631381532e-05 -1.5985796489985661e-05 3.7967472890159117e-05 -8.2941519212909054e-05 -1.006764882731659e-05 -5.2213290746294665e-05 -6.7249688777337729e-05 0.00012172690494480776 7.2782825191097808e-05 6.5518008175951597e-06 4.0315426170255874e-05 -0.00010348831022838567 -4.5741875214844189e-05 -3.4092986809102712e-05 -0.0001088007406382751 6.6420852437247611e-05 9.6324181357063246e-05 -4.0300738680431801e-05 -6.2844202184351167e-05 -3.228615705666016e-05 6.7354536241737151e-05 4.1903157193118184e-05 -1.928126216180139e-05 1.3674615615401087e-06
leaf_weight=30 23 22 20 28 20 22 36 20 20 20 24 24 32 22 20 22 34 20 24 36 33 21 21 31 20 38 32 39 51 2316
leaf_count=30 23 22 20 28 20 22 36 20 20 20 24 24 32 22 20 22 34 20 24 36 33 21 21 31 20 38 32 39 51 2316
internal_value=0 9.02369e-07 -1.21361e-05 -3.13919e-06 -8.50502e-06 -6.55002e-07 -9.15871e-06 -2.33635e-05 1.49389e-06 -4.94637e-05 1.72833e-07 -1.13893e-07 3.27005e-07 -1.02667e-07 2.75917e-05 -3.71824e-05 6.28635e-07 1.29615e-07 9.0173e-07 -9.68247e-08 3.69231e-07 -1.17828e-05 1.73318e-06 2.01716e-06 8.5438e-06 1.79148e-06 9.87094e-06 2.30018e-05 7.23199e-06 8.84289e-07
internal_weight=0 2905 216 196 166 138 118 82 42 40 2883 2860 2836 2792 44 54 2738 2704 2684 2662 2626 265 2361 232 201 180 160 122 90 2340
internal_count=3121 2905 216 196 166 138 118 82 42 40 2883 2860 2836 2792 44 54 2738 2704 2684 2662 2626 265 2361 232 201 180 160 122 90 2340
is_linear=0
shrinkage=0.1


Tree=3857
num_leaves=31
num_cat=0
split_feature=390 42 129 132 1203 1185 50 132 16 15 3 4 2 13 402 401 2 133 0 402 1209 1210 1208 1209 0 133 3 42 43 43
split_gain=2.88655e-06 1.05531e-05 4.69973e-06 3.29678e-06 9.49508e-05 5.33213e-05 1.59704e-05 4.22595e-06 3.82151e-06 4.59462e-06 4.61175e-06 5.04585e-06 4.56556e-06 4.71395e-06 3.50751e-06 1.16488e-05 2.45475e-05 1.00836e-05 9.90279e-06 3.71577e-06 4.1013e-06 1.11148e-05 7.95478e-06 8.74156e-06 3.71082e-05 5.74257e-06 3.71951e-05 4.33328e-05 3.30193e-06 9.93599e-06
threshold=0.087590000000000015 -0.018024999999999996 -1.0000000180025095e-35 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.050879999999999988 -0.097644999999999996 -0.099734999999999976 -0.064674999999999983 -0.068329999999999988 0.085235000000000019 -0.0093149999999999986 -0.45015499999999992 -1.0000000180025095e-35 0.093840000000000021 0.50628500000000021 -0.070889999999999995 -0.23528499999999997 0.10691500000000002 -0.00046999999999999993 0.092250000000000013 -0.087714999999999987 -0.082724999999999979 0.23074000000000003 -0.082039999999999988 1.0000000180025095e-35 0.13895500000000002 0.0034250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -5 8 -7 -4 -10 11 12 13 -11 15 16 -9 19 -19 -16 22 -22 23 24 -21 28 27 -27 29 -25
right_child=1 -3 3 5 -6 7 -8 14 9 10 -12 -13 -14 -15 17 -17 -18 18 -20 20 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-4.8705346380302223e-05 7.7821776600709805e-05 -1.5260545660567006e-05 4.064959892275511e-05 -0.00015972085370560222 0.00021374488869263416 4.2906575190895441e-05 -9.4894297512837516e-05 7.6557246332716512e-06 -4.3231526824119675e-05 1.2775758255480064e-05 4.3808719055959955e-05 -4.9058674630941826e-05 3.495728395195798e-05 -5.1277953989483652e-05 -4.3237049831077456e-05 3.2968569121294423e-05 -0.00013536964755985539 -6.8403844124986798e-07 9.7636914281229987e-05 -3.9670599441402987e-05 7.2323412866723996e-05 -2.0210307266097519e-05 -6.1824908027033199e-05 1.1151884188959638e-06 0.00014476325049599838 7.2049741283990438e-06 8.3334444166212055e-05 -0.00019027792181077532 1.5948648526718012e-05 -2.2238209850509328e-05
leaf_weight=20 21 29 20 21 21 23 20 30 27 27 22 22 31 20 20 26 20 20 21 24 27 25 21 2156 20 25 20 20 123 199
leaf_count=20 21 29 20 21 21 23 20 30 27 27 22 22 31 20 20 26 20 20 21 24 27 25 21 2156 20 25 20 20 123 199
internal_value=0 2.3834e-05 -3.88054e-07 -7.13235e-08 1.20193e-05 -9.65036e-07 -1.03946e-05 2.17188e-07 -3.94651e-07 -5.90395e-06 2.35708e-06 -6.76229e-06 5.16746e-06 -1.44811e-05 -1.33851e-07 -2.13229e-05 -4.95544e-05 4.57977e-07 4.96755e-05 -2.94977e-07 2.78959e-08 2.7836e-05 -5.26561e-07 -2.89711e-08 4.4163e-05 -7.93598e-07 -3.01345e-05 -8.05652e-05 -2.39604e-08 -8.58199e-07
internal_weight=0 50 3071 3051 210 2841 189 2820 169 149 122 100 78 47 2797 76 50 2721 41 2680 2660 52 2608 2587 44 2543 65 45 2478 2355
internal_count=3121 50 3071 3051 210 2841 189 2820 169 149 122 100 78 47 2797 76 50 2721 41 2680 2660 52 2608 2587 44 2543 65 45 2478 2355
is_linear=0
shrinkage=0.1


Tree=3858
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1208 1208 12 403 15 1210 1209 43 1209 1210 1213 403 1185 1185 2 482 483 15 13 2 15 148 0 2 1420 150
split_gain=3.50965e-06 2.50392e-05 1.42784e-05 8.09093e-06 3.13786e-06 5.20572e-06 3.70311e-05 4.33235e-06 3.2499e-05 8.73619e-06 5.06368e-06 2.26797e-05 1.25167e-05 4.86593e-06 3.05614e-05 6.57359e-05 3.93856e-06 8.89373e-06 5.036e-06 1.04396e-05 1.52672e-05 1.22864e-05 7.86698e-06 7.84743e-06 2.07084e-05 7.65425e-06 1.22845e-05 9.05298e-06 1.10989e-05 6.97983e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.11846000000000001 0.098655000000000007 0.093965000000000007 -0.5335399999999999 0.087575000000000014 -0.3960249999999999 -0.084519999999999984 -0.0047449999999999992 -0.065739999999999979 -0.063274999999999984 -0.087969999999999979 -0.082384999999999986 0.085905000000000009 0.090595000000000009 0.12299 0.089605000000000018 0.095980000000000024 -0.46471999999999997 0.15641500000000003 0.11824000000000001 -0.07879499999999999 -0.098399999999999974 -0.26343999999999995 0.116525 0.056520000000000008 0.12820000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 8 -3 -9 11 -11 -12 14 -14 -16 18 -18 23 20 21 -20 -23 25 -25 -15 -27 28 29 -28
right_child=1 4 -4 -5 -6 6 -8 9 -10 10 12 -13 13 16 15 -17 17 -19 19 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=3.9166992371003131e-06 0.00010972610902432021 -6.1701146451772134e-05 -8.3309146459214397e-05 -6.1753204742368936e-05 3.6141597896251672e-05 6.1839102618250759e-05 -0.00012829079364781224 -6.6073725392925552e-05 9.0285061560280155e-05 -2.9970803618198265e-05 -7.5416508215394895e-05 0.0001128989438439021 -6.9395610247738662e-05 -5.0222758426343722e-05 -1.6082744285738909e-05 0.00020010083808611772 7.1638627922728429e-05 -1.0033272264990957e-05 -6.421618863896584e-05 -4.2713514113756906e-05 0.00010176208561460954 2.4078394987625986e-05 -3.6512516150348047e-05 2.1618598538193982e-05 -9.6887159112763285e-05 6.8736934597836812e-05 -1.1259766113027112e-06 5.0192389608127996e-05 -7.6733841342502284e-05 -4.6812852328644917e-05
leaf_weight=176 21 24 25 21 24 20 21 20 34 25 22 20 25 32 39 22 24 30 20 32 20 200 24 29 30 25 2029 33 20 34
leaf_count=176 21 24 25 21 24 20 21 20 34 25 22 20 25 32 39 22 24 30 20 32 20 200 24 29 30 25 2029 33 20 34
internal_value=0 9.27975e-07 -1.2118e-05 -3.08365e-06 1.34104e-07 -1.68692e-07 -3.55445e-05 3.46917e-07 2.73942e-05 -2.225e-07 2.59045e-07 3.35269e-05 -2.9748e-07 3.21942e-07 2.37221e-05 6.18851e-05 -4.57459e-07 2.62654e-05 -1.02828e-06 1.12279e-05 1.77663e-05 1.08814e-05 1.75865e-05 -2.65365e-06 -3.86386e-05 -1.67661e-06 -9.51027e-07 -1.77437e-06 -2.59766e-06 -1.87894e-06
internal_weight=0 2899 222 197 2878 2854 41 2813 58 2755 2735 45 2690 2668 86 61 2582 54 2528 296 264 244 224 2232 59 2173 2141 2116 2083 2063
internal_count=3121 2899 222 197 2878 2854 41 2813 58 2755 2735 45 2690 2668 86 61 2582 54 2528 296 264 244 224 2232 59 2173 2141 2116 2083 2063
is_linear=0
shrinkage=0.1


Tree=3859
num_leaves=31
num_cat=0
split_feature=130 40 120 10 0 0 51 33 45 142 15 4 4 9 157 16 43 133 43 15 2 4 151 51 150 0 13 42 133 13
split_gain=3.23974e-06 5.22198e-06 4.00253e-06 3.04178e-06 2.42971e-05 2.4218e-05 6.61549e-06 5.77516e-06 3.97914e-06 5.8991e-06 3.88212e-06 3.6662e-06 5.01907e-05 4.08231e-05 1.17313e-05 9.98725e-06 8.89596e-06 2.1244e-05 1.73178e-05 1.00805e-05 3.1832e-05 7.6081e-06 1.30486e-05 2.59379e-05 7.51739e-06 7.11507e-06 1.30464e-05 7.73998e-06 1.04388e-05 1.31779e-05
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.011559999999999999 -0.10224499999999999 -0.087414999999999979 0.087505000000000013 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 -0.089964999999999976 0.056795000000000005 0.053180000000000012 -0.013509999999999999 0.092065000000000022 -0.18708499999999997 -0.095049999999999982 0.089595000000000022 -0.08756499999999999 -0.033689999999999991 0.096015000000000017 0.033845000000000007 0.056735000000000001 0.089355000000000004 0.10699000000000002 -0.0058249999999999994 1.0000000180025095e-35 -0.0098899999999999978 -0.093189999999999981 -0.085584999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 10 -5 9 -9 -7 12 13 -11 16 -15 17 -13 -18 25 -21 22 -17 24 -24 27 -27 -20 -29 -30
right_child=1 2 -4 7 5 6 -8 8 -10 11 -12 14 -14 15 -16 21 18 -19 19 20 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=3.7392524609458634e-05 -5.1210254196121244e-05 -0.00010307422517507803 4.2554243989136674e-05 4.6382065570300997e-05 0.00010519607940295828 -7.6622248961939483e-05 2.3842770696362658e-05 5.1905235159210862e-05 -3.4090442694137249e-05 0.00014211231160516036 -1.4315555690700422e-05 1.775403566060094e-05 -0.00012624604037227982 -5.2917586337472947e-05 7.5442618587355059e-05 -1.3221532227883799e-06 9.997079786444375e-05 -9.2983541229235326e-05 2.7047473935410028e-05 0.00014272808867168526 -8.0602744501014788e-06 -4.6118455760632869e-05 3.5635208534681866e-05 0.00013833052532618239 -3.4970868895470628e-05 9.3795990861032078e-05 -1.9056829360124538e-05 -5.8656000390594894e-05 2.3981410476432697e-05 -2.1934523468441913e-05
leaf_weight=23 20 25 22 27 20 20 21 22 34 20 20 41 32 37 24 2072 20 30 62 21 42 36 38 20 25 21 20 41 101 164
leaf_count=23 20 25 22 27 20 20 21 22 34 20 20 41 32 37 24 2072 20 30 62 21 42 36 38 20 25 21 20 41 101 164
internal_value=0 -2.77605e-07 5.33411e-08 -2.52621e-07 -1.68962e-05 9.70202e-06 -2.16075e-05 3.45418e-07 -7.98266e-08 3.20437e-07 -4.54689e-05 -7.54005e-08 -1.88985e-06 -1.19659e-07 6.97222e-06 -1.39643e-06 4.05341e-06 -2.90365e-05 8.82858e-06 4.96662e-06 4.22025e-05 -5.26376e-07 2.35255e-07 3.91142e-05 7.61692e-06 -7.6898e-07 3.87458e-05 -5.17145e-06 -1.16995e-05 -4.43449e-06
internal_weight=0 3098 3078 3056 106 81 61 2950 2923 2889 40 2867 2280 2248 587 2228 563 71 492 472 63 2191 2155 83 63 409 41 368 306 265
internal_count=3121 3098 3078 3056 106 81 61 2950 2923 2889 40 2867 2280 2248 587 2228 563 71 492 472 63 2191 2155 83 63 409 41 368 306 265
is_linear=0
shrinkage=0.1


Tree=3860
num_leaves=31
num_cat=0
split_feature=33 47 47 9 0 47 484 484 47 47 43 12 131 1204 1209 1 12 3 1210 1208 1208 403 3 1209 1209 3 0 2 0 1419
split_gain=3.39151e-06 3.59748e-06 3.53392e-05 1.85738e-05 4.21108e-05 1.23308e-05 5.58996e-06 9.1489e-06 6.76796e-06 1.39164e-05 9.06021e-06 6.45798e-06 5.23235e-06 6.59716e-06 5.40001e-06 5.08075e-06 1.01046e-05 7.07203e-06 4.26175e-06 7.90243e-06 1.08097e-05 4.99052e-06 2.98486e-05 7.73436e-06 6.89669e-06 5.77225e-06 9.33436e-06 1.32887e-05 1.04461e-05 8.62825e-06
threshold=-0.009184999999999997 0.094160000000000008 0.096475000000000019 0.087755000000000014 -0.063634999999999983 0.091340000000000018 -0.079429999999999987 -0.051889999999999999 0.107145 0.10372500000000003 -0.074359999999999996 0.085700000000000012 0.13767000000000004 0.053645000000000005 0.14268500000000003 0.11669000000000002 0.092995000000000008 -0.034684999999999994 0.15724500000000002 0.10233500000000001 0.089655000000000012 -0.5335399999999999 -0.085784999999999986 -0.089214999999999989 -0.069599999999999981 -0.091354999999999978 0.10455500000000001 0.098035000000000011 0.051010000000000007 0.087255000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 12 11 -8 9 10 -9 -4 13 14 18 16 -10 -17 19 20 21 22 -2 -23 -25 29 28 -28 -27 -26
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leaf_value=-3.2911537639466269e-05 0.00012210371701041283 0.00013576006539161816 2.9620964851346802e-06 -0.00017423310357116863 5.8688340440976145e-06 7.8585809424112094e-05 6.4759689897982758e-05 -4.7496538821218092e-05 1.0852185517492496e-06 9.7430613950564291e-05 3.7208878945550952e-05 -7.3275584754810565e-05 -4.7717490428033712e-05 5.350940691246449e-05 5.1485134463291615e-05 4.7036131709005689e-05 -7.0498053383110366e-05 -1.5509605714214558e-05 -3.9478884770817663e-05 4.7638209028210607e-05 -7.2342287170440184e-05 -5.227633679671021e-05 -3.3341251546517019e-05 4.901677652274625e-05 1.1558349289944848e-05 -3.0605502016150938e-06 -0.00010631153314274603 4.9010456677933691e-06 6.9593015796272082e-05 -5.5509479061583988e-05
leaf_weight=31 21 21 25 20 37 20 25 23 49 20 28 20 23 23 20 29 33 48 28 34 21 29 30 28 469 1883 21 22 20 20
leaf_count=31 21 21 25 20 37 20 25 23 49 20 28 20 23 23 20 29 33 48 28 34 21 29 30 28 469 1883 21 22 20 20
internal_value=0 3.30188e-07 1.03516e-05 -8.31557e-07 -5.73248e-05 3.55801e-07 1.573e-06 7.30729e-06 1.06247e-06 2.6733e-05 -9.91604e-07 -3.09213e-05 -2.25402e-07 1.83859e-07 -2.79666e-07 -1.04005e-05 -2.77227e-05 8.04658e-06 -6.73915e-07 -2.55693e-07 -8.90792e-07 -3.00748e-07 3.06655e-05 -9.34487e-07 -3.29975e-07 -8.97412e-07 -3.33807e-06 -4.94121e-05 -2.29698e-06 8.81529e-06
internal_weight=0 3090 321 2769 57 2712 300 255 230 71 51 45 2692 2669 2646 159 82 77 2626 2598 2564 2543 51 2492 2463 2435 1946 43 1903 489
internal_count=3121 3090 321 2769 57 2712 300 255 230 71 51 45 2692 2669 2646 159 82 77 2626 2598 2564 2543 51 2492 2463 2435 1946 43 1903 489
is_linear=0
shrinkage=0.1


Tree=3861
num_leaves=31
num_cat=0
split_feature=40 130 42 1212 401 41 16 16 4 51 1456 1456 0 1429 12 475 151 484 16 1456 13 42 4 1456 51 158 43 158 1 16
split_gain=3.48232e-06 1.03331e-05 7.79604e-06 4.26408e-06 3.56919e-06 4.28043e-06 4.03238e-06 1.38066e-05 3.30443e-05 8.44008e-06 1.23572e-05 1.35901e-05 8.23511e-06 7.3614e-06 4.0157e-05 3.34367e-05 1.96178e-05 1.40248e-05 9.62437e-06 3.04241e-05 2.23346e-05 1.70053e-05 2.06577e-05 8.53531e-06 1.08971e-05 7.07746e-06 1.55095e-05 1.30343e-05 1.79058e-05 1.00853e-05
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.52517999999999987 0.13699500000000003 0.11457000000000002 0.0039400000000000008 -1.0000000180025095e-35 -0.0070899999999999991 -0.10316499999999999 0.11510000000000002 0.091295000000000001 -0.26609999999999995 0.083725000000000008 0.083875000000000019 -0.085734999999999992 -0.5413699999999998 0.087235000000000021 -0.0087049999999999992 0.088020000000000001 -0.085744999999999988 0.087195000000000009 -0.010655 0.084020000000000011 -0.083899999999999988 0.11651000000000002 -0.011694999999999999 0.10398500000000001 0.07635500000000002 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 9 -9 -5 11 12 -11 16 -15 -16 -14 -17 19 23 -20 22 -22 24 -18 27 -27 29 -29 -26
right_child=1 2 -4 4 -6 -7 -8 8 -10 10 -12 -13 13 14 15 17 18 -19 20 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=4.1593300993554299e-05 -6.8558256248252289e-05 4.4679792024128679e-05 5.6991421699118899e-05 -4.6383210409092845e-05 -4.0669346344657245e-05 -4.1450301010627304e-05 -5.9948814505310001e-06 -2.6566494871076429e-05 0.00011951952747040196 -5.75762217482881e-05 6.7784741414860563e-05 -6.3758156021265225e-05 9.7921211867783734e-05 -0.00013684465990687993 0.00012267273174074945 1.9248287373391742e-05 7.4274016366292599e-05 -7.5223222702334175e-05 -0.00010640933855588979 0.00012746591011818966 -3.0932735737426103e-05 -7.3097281463560651e-05 7.6195576265389612e-05 -4.9456236568706426e-05 2.5897986129040889e-06 0.00010749954980383337 -1.5546261229679832e-05 -0.00011812232849132714 7.1419074174627897e-07 4.778927801703058e-05
leaf_weight=20 22 21 24 37 22 25 796 30 32 23 28 32 22 24 20 33 22 30 26 20 36 25 36 30 1540 20 21 21 32 51
leaf_count=20 22 21 24 37 22 25 796 30 32 23 28 32 22 24 20 33 22 30 26 20 36 25 36 30 1540 20 21 21 32 51
internal_value=0 -2.68259e-07 2.19686e-07 -2.26312e-07 -5.37132e-07 -2.44001e-07 1.00879e-07 2.3155e-06 4.88327e-05 9.60836e-07 1.79818e-06 9.03017e-07 1.9213e-06 2.60246e-06 -2.29189e-05 1.00235e-05 4.0382e-06 -2.57381e-05 2.93957e-06 4.83267e-06 -2.41025e-05 -2.04093e-06 2.26314e-05 3.42066e-06 4.34996e-06 3.437e-06 4.44761e-05 2.41352e-06 -4.6372e-05 4.03868e-06
internal_weight=0 3101 3079 3055 3034 3012 2987 2191 62 2129 2092 2064 2032 2009 107 83 1902 63 1880 1757 123 97 72 1737 1707 1685 41 1644 53 1591
internal_count=3121 3101 3079 3055 3034 3012 2987 2191 62 2129 2092 2064 2032 2009 107 83 1902 63 1880 1757 123 97 72 1737 1707 1685 41 1644 53 1591
is_linear=0
shrinkage=0.1


Tree=3862
num_leaves=31
num_cat=0
split_feature=33 9 9 130 40 4 50 132 1211 50 393 4 12 0 49 2 12 457 474 475 131 480 480 481 1447 43 403 403 50 12
split_gain=3.64868e-06 4.28769e-06 1.08444e-05 3.68497e-06 4.26214e-06 5.46316e-06 3.19714e-06 9.10029e-05 7.75247e-05 9.3092e-06 8.14819e-06 7.77054e-06 8.23868e-06 9.18915e-06 6.28635e-06 1.26859e-05 2.31106e-05 6.60607e-06 1.85544e-05 1.48737e-05 6.71263e-06 4.27211e-06 8.47239e-06 5.8897e-05 1.88926e-05 2.36513e-05 1.64194e-05 7.03836e-06 1.26858e-05 3.63049e-05
threshold=-0.009184999999999997 0.09055500000000001 0.10750500000000002 -0.23123999999999997 -0.24134999999999998 0.63113500000000011 0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.09481500000000001 0.11170000000000001 -0.075889999999999999 0.087830000000000005 -0.075359999999999996 0.08610000000000001 0.10402500000000002 0.088045000000000012 -0.085584999999999981 0.088710000000000011 -0.084264999999999993 0.085815000000000016 0.11471500000000003 0.086995000000000017 -0.086219999999999977 -0.051529999999999992 -0.065269999999999981 -0.55049499999999985 -0.5425549999999999 0.089465000000000017 0.090345000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 9 -8 11 10 21 12 -9 -14 17 16 -16 19 20 -13 -19 22 26 -24 25 -25 -6 -28 -29 -30
right_child=1 2 -4 4 5 -7 7 8 -10 -11 -12 14 13 -15 15 -17 -18 18 -20 -21 -22 -23 23 24 -26 -27 27 28 29 -31
leaf_value=-3.413653743806325e-05 4.0609690193543265e-05 6.7460809324045614e-05 -2.0112532687422712e-05 -4.5359737140686433e-05 7.6399387606735606e-05 5.1938610758952571e-05 0.00020554657100795091 4.1010322057249433e-06 -0.00019038922581828609 -5.5411064931831791e-05 -5.0499844865319597e-05 -2.6384208066356852e-05 0.00010322389440261759 1.2283061842026655e-05 0.0001313280119142118 -3.8058809695940003e-05 -2.8668634155165461e-06 -1.805405501929474e-05 -9.8590185035181313e-05 8.412161034703744e-05 3.9631546188992133e-05 4.1505355541933869e-05 -0.00015834714842919941 -1.1467107155608988e-05 -4.8382344007572664e-05 0.00013878679987101351 -5.8266380160819695e-05 -1.4121270810605545e-06 -1.6988477779835064e-05 0.00013001519707488894
leaf_weight=31 22 31 26 21 28 20 22 51 21 32 33 29 25 20 21 24 33 90 26 21 26 24 26 22 26 20 21 2259 42 28
leaf_count=31 22 31 26 21 28 20 22 51 21 32 33 29 25 20 21 24 33 90 26 21 26 24 26 22 26 20 21 2259 42 28
internal_value=0 3.42466e-07 2.75151e-05 -1.68196e-07 -4.66141e-07 -1.50835e-07 -5.01606e-07 7.70845e-06 -3.53817e-06 -1.81278e-06 -1.13459e-06 7.1828e-06 3.16189e-05 6.28057e-05 -1.50558e-06 2.24342e-05 4.932e-05 -1.12311e-05 -2.2238e-05 2.00282e-05 -5.12452e-06 -4.81921e-07 -8.89565e-07 -3.03352e-05 1.86106e-05 6.00824e-05 2.74392e-07 -6.3263e-07 -1.12961e-07 4.1813e-05
internal_weight=0 3090 57 3033 3011 2990 2970 409 387 2561 2529 366 96 45 270 78 54 192 142 50 116 2496 2472 94 68 42 2378 2350 2329 70
internal_count=3121 3090 57 3033 3011 2990 2970 409 387 2561 2529 366 96 45 270 78 54 192 142 50 116 2496 2472 94 68 42 2378 2350 2329 70
is_linear=0
shrinkage=0.1


Tree=3863
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 132 0 12 12 13 12 40 130 12 12 142 11 33 148 147 448 34 34 44 47 47 47 131 15 0 12
split_gain=4.0286e-06 1.96592e-05 1.11824e-05 5.74455e-06 3.1288e-06 4.92107e-06 3.35378e-06 7.81885e-06 4.4586e-06 4.64807e-06 3.08456e-06 9.36928e-06 6.2726e-06 4.64672e-06 1.01273e-05 1.35439e-05 4.77596e-06 4.26063e-06 5.45081e-06 7.88133e-06 4.71618e-06 7.96504e-06 4.3042e-06 4.76738e-06 3.39848e-05 1.82395e-05 6.45002e-06 8.41004e-06 1.02969e-05 8.88094e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.085749999999999979 -0.09515499999999999 0.11418000000000002 0.090345000000000023 -0.015039999999999998 0.087145000000000014 -0.24620999999999996 -0.22699999999999995 0.14786000000000002 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 -0.044254999999999996 0.099425000000000013 0.097985000000000017 1.0000000180025095e-35 -0.097449999999999981 -0.084564999999999987 0.084760000000000016 0.092165000000000011 0.096770000000000009 0.089785000000000018 0.096490000000000006 -0.11345499999999999 -0.09595999999999999 0.086305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -7 -10 -3 -12 13 14 -13 -16 -17 18 19 20 -18 -22 23 25 -25 -23 27 -26 -29 -30
right_child=1 10 -4 -5 -6 6 -8 -9 9 -11 11 12 -14 -15 15 16 17 -19 -20 -21 21 22 -24 24 26 -27 -28 28 29 -31
leaf_value=2.7173352889410644e-05 9.7397999286927405e-05 3.9425960894732268e-05 -7.5985056610079483e-05 -5.442369639197187e-05 3.3678743988275533e-05 -5.8223997992805063e-05 -4.6354273931333763e-05 4.6152593892078258e-05 -3.7328139400675098e-05 2.8445121543799445e-05 -6.4990610967056867e-05 6.7942914343306765e-05 4.4544733879803294e-05 -4.8010214741225361e-05 -7.8323639104124524e-05 4.9141303825308576e-05 4.3761718006862797e-05 4.1187455644831067e-05 -4.7730285177749469e-05 5.8425296178345735e-05 -5.6944990108604542e-05 -1.1300084040429989e-07 3.3634148308379199e-05 -0.00010838000025339143 -1.4478303901436599e-05 9.580129670212046e-05 -4.5471061861866878e-05 8.7380240273143335e-05 -3.6458073157485124e-05 3.4468653842957474e-05
leaf_weight=37 21 20 25 21 25 23 26 22 21 22 22 22 32 20 22 20 24 25 24 23 25 2286 37 33 96 20 27 22 27 51
leaf_count=37 21 20 25 21 25 23 26 22 21 22 22 22 32 20 22 20 24 25 24 23 25 2286 37 33 96 20 27 22 27 51
internal_value=0 9.94223e-07 -1.29831e-05 -4.98791e-06 9.10673e-07 -4.5145e-06 -1.47992e-05 -5.47606e-06 -2.26856e-05 -3.6767e-06 2.9079e-07 1.69258e-08 5.21216e-07 1.88074e-08 3.63843e-07 -1.7444e-07 4.53035e-07 9.50331e-08 -2.86158e-07 1.40146e-07 -3.66107e-07 -7.69715e-07 -2.2936e-07 -7.18412e-07 -1.36651e-05 7.18866e-07 3.50954e-07 6.66317e-06 2.6959e-05 9.91709e-06
internal_weight=0 2899 222 197 176 151 114 88 66 43 2878 2858 2836 2804 2784 2762 2740 2720 2695 2671 2648 2624 2599 2562 256 2306 223 196 100 78
internal_count=3121 2899 222 197 176 151 114 88 66 43 2878 2858 2836 2804 2784 2762 2740 2720 2695 2671 2648 2624 2599 2562 256 2306 223 196 100 78
is_linear=0
shrinkage=0.1


Tree=3864
num_leaves=31
num_cat=0
split_feature=130 121 421 9 33 9 8 15 2 14 158 14 1456 97 2 45 4 132 13 1203 3 3 2 15 12 12 403 1210 160 133
split_gain=3.54031e-06 4.9889e-06 3.40911e-06 7.79392e-06 1.29736e-05 9.79817e-06 9.42442e-06 3.65926e-06 9.74897e-06 7.05354e-06 1.60928e-05 9.68538e-06 1.34048e-05 6.70444e-06 6.62288e-06 5.85155e-06 5.40698e-06 2.16821e-05 0.000111903 9.02929e-05 2.07716e-05 6.12266e-05 9.74386e-05 2.01805e-05 1.776e-05 7.01649e-05 3.69488e-05 4.07685e-05 3.50522e-05 2.37648e-05
threshold=-0.23123999999999997 -0.094339999999999993 -1.0000000180025095e-35 0.092890000000000014 -0.009184999999999997 0.086220000000000005 0.097795000000000007 -0.42198999999999992 0.14960000000000004 -0.31455999999999995 -0.47382999999999992 -0.23960999999999996 0.12676500000000004 -0.049229999999999996 0.10882500000000002 0.094030000000000016 -0.078629999999999992 -0.083284999999999984 -0.01163 0.089480000000000018 -0.081054999999999974 -0.03694999999999999 0.089005000000000015 0.084905000000000022 0.083715000000000026 0.083985000000000018 -0.54856499999999986 -0.13847499999999999 -0.014214999999999998 -0.14717499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 -5 8 13 -9 -11 -12 15 -6 -15 16 17 18 -13 20 24 22 -22 -20 28 -26 -27 -28 -19 -29
right_child=1 2 3 6 5 -7 -8 9 -10 10 11 12 -14 14 -16 -17 -18 19 23 -21 21 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=3.9088620471137925e-05 -4.8865518783713925e-05 -4.1110539114015411e-05 -6.8037782070210349e-05 9.0461315752084689e-05 -5.6449956277252318e-05 7.0108451836858876e-05 -4.2785338467053539e-06 5.8400718656533483e-05 -8.0540076905890603e-05 -8.9152520667994399e-05 6.5494587753441328e-05 0.00022590556441931162 -7.2560652683023374e-05 5.7162722659995781e-05 -7.256082398835364e-06 -4.8162570677353264e-05 4.6845780144362356e-06 -0.00014668283994710279 1.2244693651745047e-05 -0.0001966149177751504 -2.6998905270209599e-05 6.689850957329002e-06 -0.00028880889779732877 -0.00011243275886954508 0.00019516077976732051 -9.810918808480811e-05 0.00014423710718719203 -5.7482483025186983e-05 3.0635563780747444e-06 1.2889973242378745e-05
leaf_weight=23 21 20 28 21 21 20 21 21 20 20 23 24 25 20 79 24 1773 22 37 25 44 134 21 20 20 33 22 54 54 431
leaf_count=23 21 20 28 21 21 20 21 21 20 20 23 24 25 20 79 24 1773 22 37 25 44 134 21 20 20 33 22 54 54 431
internal_value=0 -2.90207e-07 4.13111e-08 3.10541e-07 -2.85411e-07 3.49697e-07 4.30914e-05 -1.20534e-07 -1.59016e-05 6.60984e-07 2.28862e-07 8.70509e-07 3.3256e-07 -5.12854e-06 5.75782e-06 9.98129e-07 1.43286e-06 -4.69392e-06 4.47671e-05 -9.35245e-06 -3.74579e-06 -3.19422e-05 -0.000111584 -3.15018e-05 5.07667e-06 1.12328e-05 4.42063e-06 1.10942e-05 -4.02841e-05 5.05469e-06
internal_weight=0 3098 3077 3057 3015 2987 42 2967 140 2827 2806 2786 2763 120 99 2738 2714 941 81 860 835 199 65 57 636 560 540 507 76 485
internal_count=3121 3098 3077 3057 3015 2987 42 2967 140 2827 2806 2786 2763 120 99 2738 2714 941 81 860 835 199 65 57 636 560 540 507 76 485
is_linear=0
shrinkage=0.1


Tree=3865
num_leaves=31
num_cat=0
split_feature=132 1203 399 393 1176 394 133 133 50 13 13 160 11 156 472 15 15 15 13 1210 1456 1452 1210 1 3 131 481 401 403 3
split_gain=4.44909e-06 1.95076e-05 1.83808e-05 3.63765e-06 3.71155e-06 3.35247e-06 6.94183e-06 3.74243e-06 5.69406e-06 4.62129e-06 1.08913e-05 6.19468e-06 4.55331e-06 6.14022e-06 6.91653e-06 4.56207e-06 2.48986e-05 1.13706e-05 1.30827e-05 1.20142e-05 9.18877e-06 8.37364e-06 9.22719e-06 1.15625e-05 2.08331e-05 1.91425e-05 3.03321e-05 1.42307e-05 2.774e-05 1.33283e-05
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.10992000000000002 0.086510000000000017 -0.093064999999999981 -0.030254999999999994 -0.22627999999999995 0.086295000000000011 -0.10278499999999999 -0.011914999999999999 -1.0000000180025095e-35 0.10458500000000001 0.3248100000000001 -0.097514999999999977 0.089740000000000014 0.089485000000000023 0.090455000000000021 0.15641500000000003 -0.064799999999999983 0.04871000000000001 0.083330000000000015 -0.00046999999999999993 0.096575000000000008 -0.064674999999999983 0.08956500000000002 -0.073474999999999985 1.0000000180025095e-35 -0.44023999999999991 -0.071329999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 8 9 11 -11 -7 13 14 -9 16 -16 -17 19 -19 21 22 -21 25 -25 26 -24 28 -28 -30
right_child=2 -3 -4 -5 -6 7 -8 12 -10 10 -12 -13 -14 -15 15 17 -18 18 -20 20 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-4.2465334343210186e-06 -6.8434281517208243e-05 -0.00010792437893542228 7.012207497609779e-05 -4.2384918524476239e-05 4.3339423127690681e-05 2.3185462244631104e-05 1.388553385368141e-05 5.8312319342803679e-05 5.8098602312384177e-05 6.283901474262166e-05 -3.1231012435455341e-05 -5.0487601569329858e-05 3.9140057209618236e-05 -5.4559254065333378e-05 -1.7129102502952444e-06 7.2206153191263392e-05 -0.00011382831464288757 -4.8831442900871693e-05 -6.3315514314497159e-05 7.0492684664294269e-05 -3.6074340906842347e-05 6.8174337860303538e-05 0.00010239827583459814 0.00012303662979320506 1.1973078525468534e-06 -6.8054846522298056e-05 -0.00011828753185514159 5.2212402413322311e-05 1.6619165790375106e-05 -5.6707343264861269e-05
leaf_weight=196 21 20 38 20 20 21 20 20 27 32 20 25 29 21 2065 26 20 34 27 26 35 30 31 23 36 36 23 37 110 32
leaf_count=196 21 20 38 20 20 21 20 20 27 32 20 25 29 21 2065 26 20 34 27 26 35 30 31 23 36 36 23 37 110 32
internal_value=0 -1.38463e-05 1.02954e-06 1.13764e-07 4.12314e-07 1.08621e-07 -2.82783e-05 5.26375e-07 1.74368e-05 6.23401e-06 2.66582e-05 -1.68542e-05 -2.67988e-07 -7.02195e-07 -2.69028e-07 -7.21219e-07 -2.78836e-06 7.79653e-06 4.30768e-06 8.3382e-06 1.29773e-05 1.74481e-05 1.31493e-05 8.60377e-06 4.8694e-05 -1.89253e-07 1.02964e-05 -3.83803e-06 -1.64069e-05 9.48821e-08
internal_weight=0 216 2905 2867 2847 2827 41 2786 125 98 52 46 2661 2632 2611 2591 2085 506 480 453 419 384 354 328 59 269 233 202 165 142
internal_count=3121 216 2905 2867 2847 2827 41 2786 125 98 52 46 2661 2632 2611 2591 2085 506 480 453 419 384 354 328 59 269 233 202 165 142
is_linear=0
shrinkage=0.1


Tree=3866
num_leaves=31
num_cat=0
split_feature=1211 43 1185 401 401 402 1186 402 42 402 1210 4 1210 1212 43 1212 16 13 1212 1213 0 12 2 1213 1210 1209 1210 1212 2 13
split_gain=3.61689e-06 1.00074e-05 7.22123e-06 6.46679e-06 1.28344e-05 6.85354e-06 6.56187e-06 4.88121e-06 9.91161e-06 5.63929e-06 5.95457e-06 3.24058e-05 9.29594e-06 5.97322e-06 1.88224e-05 1.82197e-05 1.66473e-05 1.33594e-05 4.4613e-06 5.41782e-06 2.54006e-05 2.26508e-05 1.50883e-05 9.14531e-06 4.77845e-06 1.11528e-05 5.24635e-06 6.34107e-06 1.81394e-05 8.38086e-06
threshold=0.11716500000000001 0.062770000000000006 -0.10973499999999999 -0.46360499999999999 -0.13200999999999999 -0.43418999999999991 -0.092084999999999986 -0.16927999999999996 0.11799500000000002 -0.10234999999999998 -0.13847499999999999 -0.081114999999999979 -0.090569999999999998 -0.088629999999999987 -0.0047449999999999992 -0.073259999999999978 -0.080344999999999986 -0.092534999999999992 0.11473500000000002 -0.086179999999999993 -0.085754999999999984 0.08598500000000002 0.084855000000000014 -0.083944999999999978 -0.079504999999999978 -0.077594999999999983 -0.051429999999999997 0.058525000000000008 0.084415000000000004 -0.0025349999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 -7 8 -8 -9 11 -11 -12 14 16 -15 -14 -16 19 20 22 -22 -17 -21 -25 -26 -27 -28 -29 -30
right_child=1 -3 3 4 5 6 7 9 -10 10 12 -13 13 15 17 18 -18 -19 -20 23 21 -23 -24 24 25 26 27 28 29 -31
leaf_value=-6.0339660412864761e-05 5.9728998695446174e-05 -2.9916163457528457e-05 -4.8777020344493435e-05 6.2402952938679263e-05 -4.5623860822877654e-05 4.8382218918975801e-05 -3.6066330150268708e-06 -4.3958191478547334e-05 8.3293911960763162e-05 0.00012565115736255065 -6.8935919116484002e-05 -3.3041509326017889e-05 -0.00014179070938553196 8.7174686511085991e-05 -3.6731759257346506e-05 -9.2839827506064807e-05 -1.7044360878492665e-05 5.1354825581660811e-05 -3.8693548594892492e-05 -6.1005310213658963e-05 0.00014350274951025114 1.5010752942062564e-05 2.4278381947211032e-05 -3.7449013191636531e-05 7.4668971392384266e-05 -4.414819917723502e-05 -8.5411261097340117e-07 9.861739867483267e-05 -2.3659592716285261e-05 5.3388720116345214e-05
leaf_weight=20 33 20 27 33 33 28 35 30 21 22 20 31 20 24 33 22 23 36 30 25 23 34 22 34 20 27 2302 25 48 20
leaf_count=20 33 20 27 33 33 28 35 30 21 22 20 31 20 24 33 22 23 36 30 25 23 34 22 34 20 27 2302 25 48 20
internal_value=0 2.59006e-05 -4.47435e-07 -5.44416e-08 3.81013e-07 -3.03968e-07 2.02143e-07 -2.58753e-07 2.89811e-05 -8.29088e-07 -3.73659e-07 3.28309e-05 -1.00488e-06 -5.14048e-07 -2.31358e-05 4.39881e-07 -7.50659e-05 9.22646e-06 -3.51014e-07 9.10598e-08 2.27978e-05 6.68584e-05 -3.42807e-05 -8.25925e-07 -2.18298e-07 3.00065e-07 -3.14046e-07 1.80118e-07 2.57801e-05 -9.98324e-07
internal_weight=0 53 3068 3048 3021 2988 2955 2927 56 2871 2841 53 2788 2768 112 2656 43 69 2632 2602 101 57 44 2501 2476 2442 2422 2395 93 68
internal_count=3121 53 3068 3048 3021 2988 2955 2927 56 2871 2841 53 2788 2768 112 2656 43 69 2632 2602 101 57 44 2501 2476 2442 2422 2395 93 68
is_linear=0
shrinkage=0.1


Tree=3867
num_leaves=31
num_cat=0
split_feature=156 16 1 472 155 1 475 2 4 1 120 39 40 132 129 2 0 16 130 132 15 474 480 1427 157 157 4 160 1 1371
split_gain=3.39642e-06 3.91941e-06 1.00654e-05 5.71409e-06 4.85977e-06 7.67876e-06 4.40709e-06 9.77127e-06 1.15196e-05 4.32546e-06 1.06204e-05 1.62687e-05 1.0511e-05 3.61751e-06 6.52311e-06 1.5191e-05 7.53578e-06 9.97173e-06 9.43976e-06 6.02385e-06 7.73716e-06 5.89397e-06 5.75283e-06 8.63196e-06 1.11285e-05 1.90988e-05 1.90302e-05 5.62968e-05 2.15786e-05 1.78604e-05
threshold=0.32523500000000005 0.63636000000000015 0.10752500000000002 -0.097514999999999977 0.11562500000000002 0.103565 0.051590000000000004 0.10060500000000001 -0.0092149999999999992 0.16540500000000002 1.0000000180025095e-35 -0.075314999999999979 -0.24134999999999998 0.094155000000000016 0.080675000000000011 0.094565000000000024 -0.13455999999999999 -0.082779999999999979 0.085235000000000019 0.090050000000000005 -0.066844999999999988 0.11354000000000002 0.11471500000000003 0.089335000000000012 -0.087424999999999989 -0.086394999999999986 -0.0094449999999999968 -0.090484999999999996 0.081670000000000006 0.083235000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 9 8 -8 10 12 -12 -5 19 16 -16 -15 -18 -19 21 -21 22 23 24 26 -26 28 -28 -14 -27
right_child=-2 2 -4 4 5 -7 7 -9 -10 -11 11 -13 13 14 15 -17 17 18 -20 20 -22 -23 -24 -25 25 29 27 -29 -30 -31
leaf_value=5.2128931149906881e-05 4.0080695595991406e-05 2.0731727496752227e-05 -7.7288261739092635e-05 7.2369789413642146e-05 -6.6429938358071797e-05 7.6296958988158225e-06 4.4861253785632513e-05 7.5214556185528638e-05 -5.8909283034154214e-05 4.2941293371689471e-05 1.3417054015008035e-05 -0.00011260403049120562 8.3389947087111763e-05 8.0784278879946227e-05 -7.7181016683386164e-05 3.6548342217201933e-05 -2.9510985142324999e-05 1.1366565345740348e-05 8.4874721760570541e-05 7.0367615990107881e-06 -7.8007699013814212e-05 -4.8088787452098378e-05 4.0028717693140998e-05 4.9256220197147582e-05 8.5045401451330142e-05 -1.3433730316205431e-08 2.0353225045255387e-05 -0.00020681503294326829 -5.6815480986741664e-05 -6.8244906719300139e-05
leaf_weight=21 21 20 22 20 28 28 23 25 20 23 20 21 21 20 23 24 36 58 25 20 23 26 35 34 26 2352 24 20 23 39
leaf_count=21 21 20 22 20 28 28 23 25 20 23 20 21 21 20 23 24 36 58 25 20 23 26 35 34 26 2352 24 20 23 39
internal_value=0 -2.71514e-07 -3.06121e-05 1.45198e-07 -2.14255e-07 -2.94001e-05 3.3402e-07 2.54998e-05 -3.40411e-06 -2.53441e-07 -5.97205e-07 -5.11303e-05 1.30018e-07 -3.80691e-07 1.3099e-05 -1.91065e-05 2.39886e-05 1.44431e-05 3.35076e-05 -1.32932e-06 -3.84521e-05 -7.15365e-07 -2.36846e-07 -7.91905e-07 -1.4712e-06 -1.99407e-07 -3.64022e-05 -8.29051e-05 1.01007e-05 -1.12637e-06
internal_weight=0 3100 42 3058 3037 56 2981 68 43 2913 2890 41 2849 2829 186 47 139 119 83 2643 43 2600 2574 2539 2505 2417 88 44 44 2391
internal_count=3121 3100 42 3058 3037 56 2981 68 43 2913 2890 41 2849 2829 186 47 139 119 83 2643 43 2600 2574 2539 2505 2417 88 44 44 2391
is_linear=0
shrinkage=0.1


Tree=3868
num_leaves=31
num_cat=0
split_feature=132 394 1203 130 40 120 133 130 4 133 12 10 16 15 33 45 4 0 1213 402 43 0 481 0 133 0 13 13 2 52
split_gain=3.30163e-06 1.66992e-05 1.56637e-05 3.25579e-06 5.37855e-06 4.87466e-06 3.19607e-06 5.77532e-06 6.42795e-06 8.97341e-06 4.63256e-06 4.51735e-06 2.29626e-05 2.68729e-05 6.75626e-06 4.52047e-06 4.2576e-06 1.80217e-05 9.58184e-05 7.94466e-05 6.26826e-05 2.96084e-05 2.75216e-05 3.87927e-05 2.39374e-05 1.40592e-05 2.33689e-05 2.98982e-05 4.47277e-05 1.19375e-05
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.22627999999999995 0.096970000000000015 0.24564500000000003 -0.41317499999999996 0.088045000000000012 -0.011559999999999999 -0.056919999999999991 -0.10324499999999999 -0.012019999999999998 0.094030000000000016 -0.078629999999999992 -0.086554999999999979 0.04198000000000001 0.10607000000000001 -0.00088499999999999983 -0.086234999999999992 -0.085784999999999986 -0.085669999999999982 -0.065894999999999981 -0.084804999999999978 -0.064619999999999983 -0.046499999999999993 0.086285000000000014 -0.049749999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 6 7 8 9 10 -6 12 13 -8 -13 16 17 18 19 20 24 -19 -23 -24 -16 -25 29 28 -28 -27
right_child=1 -3 -4 4 5 -7 11 -9 -10 -11 -12 14 -14 -15 15 -17 -18 21 -20 -21 -22 22 23 25 -26 26 27 -29 -30 -31
leaf_value=-3.3257311860335434e-06 4.0431553288726717e-05 8.768000256664396e-05 -9.622899768146453e-05 -5.1733090401739901e-05 -2.2615837078774351e-05 4.7196567604921506e-05 -0.00012777226335762454 -2.4388541652146598e-05 -2.191974458996397e-05 8.6168714794136281e-05 3.7715502777635789e-05 5.2797326012902583e-05 4.7349125179607657e-05 1.5768091745687548e-06 9.9791477870894609e-05 -3.785791595873889e-05 2.7364538201953018e-06 0.00011255235231542231 0.00014556427954251678 -0.00024508694276102527 -0.0001399318350367311 -0.00010798597051386121 0.00013815022860399039 -6.7930412387795511e-05 -2.4359057569221832e-05 -2.4758511738452526e-05 1.3130802983055002e-05 -1.3850890369615871e-06 -0.00019326160093312088 5.9536541955042462e-05
leaf_weight=196 20 22 20 20 20 22 29 29 22 27 35 24 32 36 25 32 1739 23 24 22 37 24 20 32 41 21 21 401 21 84
leaf_count=196 20 22 20 20 20 22 29 29 22 27 35 24 32 36 25 32 1739 23 24 22 37 24 20 32 41 21 21 401 21 84
internal_value=0 8.86889e-07 -1.19279e-05 2.24576e-07 -5.62969e-08 3.0724e-07 -5.84334e-08 1.50735e-05 2.60774e-05 3.89546e-05 1.57768e-05 -8.0715e-07 -2.19944e-05 -5.61328e-05 -1.39564e-08 -5.07712e-07 -3.62302e-08 -6.09364e-06 -3.74482e-05 -7.25866e-05 -3.57419e-05 1.12712e-06 -2.9799e-06 1.22034e-06 2.26677e-05 -3.50138e-06 2.609e-07 -9.7927e-06 -9.00654e-05 4.26775e-05
internal_weight=0 2905 216 2883 2863 2843 2821 133 104 82 55 2688 97 65 2591 2567 2535 796 149 125 103 647 624 600 66 580 548 443 42 105
internal_count=3121 2905 216 2883 2863 2843 2821 133 104 82 55 2688 97 65 2591 2567 2535 796 149 125 103 647 624 600 66 580 548 443 42 105
is_linear=0
shrinkage=0.1


Tree=3869
num_leaves=31
num_cat=0
split_feature=1452 1452 45 46 1428 1456 1456 43 1455 1455 1453 133 1455 1447 481 160 1446 402 1 1 1447 1456 484 3 1456 1454 483 42 480 160
split_gain=3.08338e-06 5.69676e-06 3.61491e-06 6.00445e-06 3.82385e-06 3.25128e-06 1.52012e-05 1.41802e-05 1.47237e-05 7.39376e-06 7.30203e-06 9.16363e-06 1.28668e-05 5.73809e-06 4.2038e-05 3.202e-05 1.5611e-05 5.34993e-05 1.63743e-05 2.36692e-05 1.37652e-05 1.20472e-05 3.37437e-05 8.95181e-06 6.92217e-06 5.86274e-06 5.08137e-06 2.00665e-05 5.42758e-06 1.06674e-05
threshold=0.11769000000000002 0.10669000000000002 0.10331000000000001 0.083550000000000013 -0.042789999999999995 -0.075669999999999987 -0.081419999999999979 -0.084359999999999991 0.085885000000000017 -0.065979999999999983 -0.07303999999999998 0.087035000000000015 -0.097209999999999977 -0.086279999999999982 -0.086219999999999977 -0.090764999999999985 0.083715000000000026 0.095250000000000015 0.086560000000000012 0.096575000000000008 -0.051529999999999992 0.090155000000000013 -0.093244999999999981 -0.084854999999999986 0.085405000000000023 0.080725000000000005 0.10143000000000001 0.22070000000000004 0.11240000000000001 -0.53908999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 10 -7 -9 12 -12 14 -11 -16 21 18 20 -20 23 24 -23 -18 25 26 27 28 29 -15
right_child=-2 -3 -4 -5 5 9 -8 8 -10 13 11 -13 -14 16 15 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.1206286803353581e-05 3.3035272742511428e-05 -5.1004253054998121e-05 3.5831019886245485e-05 -5.4877143174962849e-05 5.6809062209287883e-05 -4.6855680286950833e-05 8.8525535932643367e-05 -3.7272221729486217e-05 -6.4882173138031276e-05 -0.0001520362064911751 -6.0602074117923625e-05 8.0057114142359108e-05 4.3658112830097053e-05 -6.9165867677403864e-05 -4.2702160028377823e-05 0.0001143496794178472 -4.2736503556148994e-05 0.00018392805106486778 0.00013711830413740245 -8.8345573749393229e-06 -8.0894709608401175e-05 1.0326911462420363e-05 -0.00015167657101301303 4.0303562823015349e-05 5.6541039209280692e-05 -5.1367891865083953e-05 -3.7418037931815519e-05 9.7248414974837074e-05 4.850460496858101e-05 -7.279996593096512e-07
leaf_weight=39 28 22 28 20 37 35 23 26 39 20 20 21 29 23 34 21 21 20 20 25 25 36 20 34 21 23 37 21 22 2331
leaf_count=39 28 22 28 20 37 35 23 26 39 20 20 21 29 23 34 21 21 20 20 25 25 36 20 34 21 23 37 21 22 2331
internal_value=0 -2.99058e-07 6.41834e-08 -2.64923e-07 9.63882e-08 -3.10209e-07 1.21732e-05 1.96335e-06 -1.30684e-05 -1.18302e-06 7.98089e-06 2.47892e-05 1.10293e-06 -6.02577e-07 -2.78834e-05 1.72631e-05 1.61163e-07 3.20728e-05 7.77591e-06 5.60334e-05 -1.93689e-05 -1.66488e-06 -4.75315e-05 8.59736e-06 -6.28342e-07 -1.11697e-06 -6.42125e-07 -7.44531e-08 -9.3463e-07 -1.39668e-06
internal_weight=0 3093 3071 3043 3023 2984 195 172 135 2789 96 70 49 2754 75 55 2679 145 125 45 80 2534 56 55 2478 2457 2434 2397 2376 2354
internal_count=3121 3093 3071 3043 3023 2984 195 172 135 2789 96 70 49 2754 75 55 2679 145 125 45 80 2534 56 55 2478 2457 2434 2397 2376 2354
is_linear=0
shrinkage=0.1


Tree=3870
num_leaves=31
num_cat=0
split_feature=130 10 0 10 4 9 33 0 15 45 52 13 16 133 16 1213 1210 402 1210 133 0 2 133 159 42 481 160 12 16 399
split_gain=3.57321e-06 1.11479e-05 8.13193e-06 5.90705e-06 2.65098e-05 6.62719e-06 3.0795e-05 1.37551e-05 3.6522e-06 3.94005e-06 3.79993e-06 1.19331e-05 1.56052e-05 1.44247e-05 1.13778e-05 1.18361e-05 1.36052e-05 9.87573e-06 1.03059e-05 1.05783e-05 1.91229e-05 1.89141e-05 1.46666e-05 3.54842e-05 1.03839e-05 4.29447e-05 2.48705e-05 1.41173e-05 1.19869e-05 8.09578e-06
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.011559999999999999 0.053180000000000012 0.092235000000000011 -0.012019999999999998 -0.0058249999999999994 0.23208000000000004 0.094030000000000016 0.091275000000000009 -0.097224999999999992 0.13751500000000003 -0.082009999999999986 -0.5009849999999999 0.104315 -0.05860499999999999 -0.44724499999999995 0.014175000000000002 0.098785000000000012 -0.079634999999999997 0.096540000000000015 0.089405000000000012 -0.10296999999999999 0.090395000000000017 -0.085749999999999979 -0.43215499999999996 0.094225000000000017 -0.015314999999999997 0.091580000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -5 -7 9 10 29 13 14 -12 -13 16 -16 -18 19 22 -21 -22 24 -24 25 -19 -26 -28 -27 -8
right_child=1 3 -4 5 -6 7 8 -9 -10 -11 11 12 -14 -15 15 -17 17 18 -20 20 21 -23 23 -25 26 28 27 -29 -30 -31
leaf_value=-4.2132609960390257e-05 8.6077507105420368e-06 -9.0021045737861047e-05 9.7704938416427463e-05 0.00012149367647084762 2.8979854594068364e-05 -9.900501929223539e-05 1.081872481513839e-06 1.6872524048223917e-05 3.8812433704530731e-05 -3.4199819856439718e-05 -3.056527272444025e-05 -7.1867875340103646e-05 -7.7162359679384872e-05 6.5070094039939531e-05 5.7203184032435905e-05 -6.3975586794361836e-05 -7.2070202302365079e-05 -0.00014958477311831136 6.6481870488219324e-05 -0.00011781566655599818 6.6339435718310556e-05 -5.8275238000627222e-05 -2.7822668804825908e-05 0.00015017260406498931 0.00011531033832894042 -1.2601228144287633e-05 -6.9946068928718728e-05 3.5788639745857963e-05 5.7143547815814668e-05 4.1390055367610692e-05
leaf_weight=20 21 36 20 21 39 20 2168 21 24 34 24 26 34 46 38 31 21 22 21 22 21 29 24 21 22 164 23 28 29 51
leaf_count=20 21 36 20 21 39 20 2168 21 24 34 24 26 34 46 38 31 21 22 21 22 21 29 24 21 22 164 23 28 29 51
internal_value=0 2.71728e-07 5.20698e-05 -4.22298e-07 -2.81406e-05 2.74141e-07 8.30193e-07 -3.96531e-05 -3.67017e-08 -3.58323e-07 4.32867e-08 -6.70646e-06 -1.14445e-05 3.22808e-05 -7.32198e-06 -4.06967e-06 -2.4063e-07 -5.124e-06 -1.82383e-06 -5.36561e-06 -4.01222e-05 -5.93708e-06 2.14933e-06 5.52418e-05 -6.14637e-06 -1.72107e-05 2.64404e-05 -1.18956e-05 -2.12144e-06 2.00829e-06
internal_weight=0 3101 41 3060 75 2985 2944 41 2923 2899 2865 646 576 70 542 516 485 447 426 405 72 50 333 45 288 215 73 51 193 2219
internal_count=3121 3101 41 3060 75 2985 2944 41 2923 2899 2865 646 576 70 542 516 485 447 426 405 72 50 333 45 288 215 73 51 193 2219
is_linear=0
shrinkage=0.1


Tree=3871
num_leaves=31
num_cat=0
split_feature=33 3 13 47 47 9 3 2 151 160 16 4 15 2 2 150 16 457 51 0 51 1 2 0 151 49 2 0 130 42
split_gain=4.36283e-06 3.69376e-06 1.67476e-05 1.46601e-05 5.30193e-05 3.38106e-05 1.37974e-05 8.47611e-06 1.92559e-05 3.3277e-05 7.13581e-05 3.32078e-05 1.44439e-05 1.16688e-05 3.41312e-05 3.25643e-05 1.51462e-05 1.46623e-05 8.50195e-06 8.23113e-06 1.44756e-05 2.96557e-05 7.40891e-06 6.83033e-06 9.28408e-06 9.82841e-06 1.42564e-05 2.81231e-05 1.26373e-05 1.44365e-05
threshold=-0.009184999999999997 -0.0049599999999999991 -0.16152999999999998 0.094160000000000008 0.10397500000000001 0.086220000000000005 -0.0080949999999999998 0.092480000000000021 -0.0096649999999999982 -0.046074999999999991 -0.095964999999999981 -0.020529999999999996 -0.088749999999999982 0.10644500000000001 0.11215000000000001 0.084335000000000007 -0.052894999999999991 0.091945000000000013 0.095375000000000015 -0.14001499999999997 -0.066639999999999991 0.13842500000000005 0.084715000000000013 -0.092404999999999973 0.0014250000000000003 0.099465000000000012 0.089320000000000024 -0.097024999999999986 0.087230000000000016 0.083865000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 7 23 8 12 22 -11 -12 -3 15 -15 16 -9 18 19 -16 -21 -22 -10 24 25 26 28 -28 29 -4
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leaf_value=-3.7328089033948229e-05 -8.6205093054519716e-05 -9.3670990045211519e-05 4.8225898711715005e-05 0.00018817828082831058 4.9327854637037191e-06 -0.00012678226325078869 -6.7890523143129635e-05 6.9197552788647873e-05 -6.6632365551413394e-05 -3.1809415876133633e-05 8.5221123008523143e-05 0.00026745109309558754 2.252673449299397e-05 0.00010403335054434138 2.3817084718079881e-05 -0.00014658562748991245 -3.3653407266077319e-05 -7.911351045186166e-05 5.4408180154428849e-05 2.0780660238147795e-05 -0.00015153519696988434 1.460214862990225e-05 1.7463668998309667e-05 -2.1103482506206823e-06 -4.1129849648402137e-05 -2.175511959042827e-05 2.4250490502000026e-05 0.00013339271588157662 -6.9344114230521627e-05 -1.0882901311490361e-05
leaf_weight=31 23 20 69 20 75 20 30 21 20 28 20 20 23 32 51 20 45 25 27 34 21 22 22 2031 31 60 127 29 21 103
leaf_count=31 23 20 69 20 75 20 30 21 20 28 20 20 23 32 51 20 45 25 27 34 21 22 22 2031 31 60 127 29 21 103
internal_value=0 3.74483e-07 -1.26278e-06 7.67564e-06 4.35108e-05 4.47747e-07 -4.81624e-07 6.08988e-06 2.52224e-05 4.7403e-05 9.06291e-05 0.000176336 -3.15187e-05 -3.7332e-06 8.87015e-06 -3.48019e-05 -9.28102e-07 -8.04775e-06 3.41447e-06 -7.34202e-06 -2.79799e-05 -6.65347e-05 -2.25821e-05 3.36776e-07 1.16325e-05 1.56316e-05 2.20591e-05 4.45398e-05 3.8882e-06 1.28293e-05
internal_weight=0 3090 2524 566 95 471 2501 451 153 110 68 40 43 298 212 86 66 180 155 128 77 43 42 2471 440 409 349 156 193 172
internal_count=3121 3090 2524 566 95 471 2501 451 153 110 68 40 43 298 212 86 66 180 155 128 77 43 42 2471 440 409 349 156 193 172
is_linear=0
shrinkage=0.1


Tree=3872
num_leaves=31
num_cat=0
split_feature=33 9 3 481 1447 2 43 42 42 52 482 483 13 13 403 403 1212 2 2 4 403 402 133 1 131 15 42 401 3 3
split_gain=3.5339e-06 4.02491e-06 1.11708e-05 3.55972e-06 2.03611e-05 2.24878e-05 1.50634e-05 4.01474e-06 1.42504e-05 8.49787e-06 1.38867e-05 1.95042e-05 2.04156e-05 1.44778e-05 7.94832e-06 8.68391e-06 7.57751e-06 7.55598e-06 2.91911e-05 1.62833e-05 2.77942e-05 1.46468e-05 1.71372e-05 1.40982e-05 1.39994e-05 1.31296e-05 1.29885e-05 1.41091e-05 1.93387e-05 4.18195e-05
threshold=-0.009184999999999997 0.09055500000000001 -0.0043399999999999992 -0.086484999999999992 -0.085684999999999997 0.085485000000000019 -0.074974999999999986 0.093175000000000022 0.092395000000000019 0.5140450000000002 0.098465000000000011 0.098395000000000024 0.23074000000000003 0.14871000000000004 -0.5341999999999999 -0.49218499999999993 0.13613500000000003 0.090935000000000016 0.093175000000000022 -0.082594999999999988 -0.53255499999999989 -0.016959999999999999 0.51314000000000015 0.094220000000000012 0.09172000000000001 0.089485000000000023 0.094935000000000005 -0.06959499999999999 -0.07359499999999998 -0.06977499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 -7 8 14 10 11 12 13 17 -5 -16 -17 19 -19 -9 -21 22 -22 25 -25 -23 -20 -28 -29 -30
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leaf_value=-3.3595277515756143e-05 8.079820608015455e-05 -9.7468442410953533e-06 8.0488305083354541e-05 -5.4842048562672317e-05 -7.2531566494195859e-05 8.5295915554385062e-05 -2.7134440295578152e-05 7.2838678620644796e-05 -7.7794307289877904e-05 7.0628690227749768e-05 -6.0765045210216842e-05 8.9322975431319467e-05 -9.0631218005331581e-05 9.1171612548350827e-05 4.6167528695437609e-05 -1.4884439324280707e-06 -6.3317819221992981e-05 0.00012051654099802062 7.807803075675937e-05 -0.00010631630006349542 0.00011496026927488857 -9.4882732810219757e-06 -1.5948744585330133e-05 5.6125547299386877e-05 -3.6155407204725114e-05 -0.00012270054617796893 5.9940508893510745e-05 3.5058817822322581e-05 -0.00016003060802838513 -8.6463221777763633e-06
leaf_weight=31 35 34 23 28 34 26 22 21 25 20 31 28 22 20 38 2221 20 24 22 31 20 20 20 31 35 21 31 58 22 107
leaf_count=31 35 34 23 28 34 26 22 21 25 20 31 28 22 20 38 2221 20 24 22 31 20 20 20 31 35 21 31 58 22 107
internal_value=0 3.37052e-07 2.66638e-05 -1.57715e-07 1.69453e-05 -1.0309e-05 3.37653e-05 -8.43947e-07 -2.7008e-06 6.57074e-06 4.29918e-06 8.0834e-06 3.57903e-06 7.87018e-06 -1.88704e-06 -1.23643e-06 -2.04025e-06 4.27185e-06 1.53631e-05 -1.04421e-05 -2.02674e-05 -2.12105e-06 4.95058e-05 -2.14208e-05 7.18868e-06 -6.7475e-05 4.84773e-06 -2.54249e-06 -1.29006e-05 -3.44638e-05
internal_weight=0 3090 57 3033 117 82 48 2916 2332 584 564 533 505 483 2307 2279 2241 463 264 199 178 147 40 107 66 41 240 218 187 129
internal_count=3121 3090 57 3033 117 82 48 2916 2332 584 564 533 505 483 2307 2279 2241 463 264 199 178 147 40 107 66 41 240 218 187 129
is_linear=0
shrinkage=0.1


Tree=3873
num_leaves=31
num_cat=0
split_feature=159 481 160 1447 481 484 1447 1446 475 484 1371 52 12 4 42 50 132 42 42 1211 481 50 50 50 0 0 13 394 475 50
split_gain=3.21794e-06 5.05936e-06 6.66088e-06 4.486e-06 3.65523e-05 2.71935e-05 1.55545e-05 7.58188e-06 3.8954e-06 2.85983e-05 1.68662e-05 1.14731e-05 1.06122e-05 8.41664e-06 4.80394e-06 4.27685e-06 8.641e-05 7.07741e-05 9.37978e-05 2.79044e-05 1.00471e-05 8.86187e-06 8.49061e-06 1.44097e-05 9.66428e-06 1.03052e-05 8.89238e-06 7.86222e-06 7.88562e-06 7.16106e-06
threshold=0.24213000000000004 -0.16223499999999996 -0.55323499999999981 -0.086279999999999982 -0.086354999999999987 -0.081614999999999979 -0.085644999999999985 0.037915000000000011 -0.085774999999999976 0.085790000000000019 0.083235000000000017 -0.54663499999999987 0.083815000000000014 -0.50052499999999989 0.084435000000000024 0.096900000000000014 -0.083284999999999984 -0.021469999999999996 -0.095284999999999995 0.09030500000000001 -0.050084999999999991 0.094500000000000015 0.10377500000000002 0.10917 -0.087519999999999987 -0.080869999999999984 -0.08459499999999999 0.15288500000000002 -0.084894999999999984 0.11963000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -5 -7 9 11 15 13 -13 -8 -14 21 -17 18 -18 20 -19 27 -22 -24 26 -26 -25 28 -10 -27
right_child=-2 2 3 6 5 7 8 -9 10 -11 -12 12 14 -15 -16 16 17 19 -20 -21 22 -23 23 24 25 29 -28 -29 -30 -31
leaf_value=-4.8049111410364279e-05 3.901338245154442e-05 4.2250692353558705e-05 -0.00013487745221606349 8.6013428171143118e-05 0.00010513395225809125 2.0805862877750769e-05 7.373981352429838e-06 -5.7681552016219945e-05 -6.0299792775450362e-05 -0.00010524498676863131 6.5788774256175084e-05 7.8149410277277375e-05 -3.0757857581193095e-05 -8.4368280658964076e-05 2.9059445810632717e-05 0.00021169157815165821 2.6252720599586612e-05 5.3824798650001308e-05 -0.00028001159508107777 0.00012104971303968974 -5.5043159658520455e-05 -5.8866084518066836e-05 6.5941203774855237e-05 1.8572989141657238e-06 7.3457922044326549e-05 -5.3931092217048311e-05 -8.6411718599265443e-05 -6.2169038574211297e-05 -1.4913234471003743e-07 1.185068764027812e-05
leaf_weight=22 21 37 22 21 22 20 20 32 22 29 39 27 25 20 29 20 20 37 20 23 27 27 32 21 20 23 25 21 2338 59
leaf_count=22 21 37 22 21 22 20 20 32 22 29 39 27 25 20 29 20 20 37 20 23 27 27 32 21 20 23 25 21 2338 59
internal_value=0 -2.64283e-07 7.72589e-08 -4.35867e-07 -2.17088e-05 1.19359e-05 2.57581e-07 -2.74941e-05 -3.58312e-07 -1.60545e-05 4.90438e-07 5.3217e-06 2.69606e-05 -3.84971e-05 1.36625e-06 -4.40691e-07 1.02903e-05 -2.83036e-06 -0.000126879 1.57538e-05 5.82834e-06 -1.89792e-06 -2.75074e-06 5.09313e-06 -8.06321e-06 9.09739e-06 -4.6115e-05 -1.25192e-06 -7.09859e-07 -6.6003e-06
internal_weight=0 3100 3078 3041 96 74 2945 52 2924 150 2774 121 81 40 54 2735 327 307 40 267 244 2408 207 180 148 102 46 2381 2360 82
internal_count=3121 3100 3078 3041 96 74 2945 52 2924 150 2774 121 81 40 54 2735 327 307 40 267 244 2408 207 180 148 102 46 2381 2360 82
is_linear=0
shrinkage=0.1


Tree=3874
num_leaves=31
num_cat=0
split_feature=132 1185 15 50 481 484 1 12 15 481 3 483 483 3 1420 157 157 472 12 52 152 1429 1429 1429 475 1372 13 484 475 16
split_gain=3.71094e-06 1.60695e-05 8.7631e-06 5.02909e-06 3.36235e-06 1.91698e-05 4.89398e-05 1.78594e-05 6.45596e-06 5.15889e-06 2.37638e-05 4.05045e-06 4.5057e-06 7.07249e-06 3.84465e-06 9.05562e-06 4.33554e-06 5.31493e-06 3.44341e-05 2.64991e-05 8.39257e-06 4.05707e-06 6.32421e-06 1.02707e-05 4.18502e-06 1.09655e-05 5.22424e-05 9.21053e-06 6.62318e-06 1.54053e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.10517000000000001 -0.086484999999999992 -0.081614999999999979 0.080585000000000004 0.083985000000000018 -0.012384999999999998 -0.081434999999999994 -0.085709999999999995 -0.47356499999999996 -0.22060499999999997 -0.082234999999999989 -0.083279999999999979 -0.080544999999999992 -0.50331999999999988 -0.065034999999999996 0.098330000000000015 -0.53964499999999982 0.093230000000000021 -0.10379499999999998 -0.080244999999999997 -1.0000000180025095e-35 -0.086304999999999979 -0.065504999999999994 -0.085804999999999979 0.085655000000000023 -0.08230999999999998 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 -3 -9 10 -6 -11 13 -13 15 -14 -16 18 19 -18 21 -19 -23 -24 27 26 -26 -25 29 -27
right_child=1 4 -4 -5 9 6 -8 8 -10 11 -12 12 14 -15 16 -17 17 20 -20 -21 -22 22 23 24 25 28 -28 -29 -30 -31
leaf_value=-1.2241973647979972e-08 8.8113290604226123e-05 -7.5724070227900896e-05 -6.8232606310630222e-05 -5.2914756452082656e-05 -8.7231596549055683e-05 0.00017475249690257692 -3.3870374397298767e-05 -1.0309632077975118e-05 6.7375112030276804e-05 -4.4560208916664127e-05 3.5741566404491704e-05 7.6403052933073933e-05 1.6864671048324455e-05 -8.9527238742448392e-07 -4.3678210534959696e-05 -7.8296367064467631e-05 -8.5909964171285678e-05 4.0729802545683924e-05 0.00013230260288268751 5.5534218420059634e-05 -6.2835867339301675e-05 -4.9798131178249612e-05 5.1659656291564884e-05 3.2142629909988806e-06 5.6792921062961721e-05 9.5370407022225362e-05 -0.00016371540259569884 8.1106824800372131e-05 -9.5844475274501284e-07 -3.8887777804268761e-07
leaf_weight=177 21 29 25 20 33 22 23 23 20 20 30 20 20 29 22 20 27 25 22 26 21 25 39 63 22 24 21 20 2176 56
leaf_count=177 21 29 25 20 33 22 23 23 20 20 30 20 20 29 22 20 27 25 22 26 21 25 39 63 22 24 21 20 2176 56
internal_value=0 9.54218e-07 -1.24607e-05 -5.38306e-06 3.18241e-07 1.69224e-05 6.8123e-05 -1.5078e-05 2.58228e-05 -3.85375e-07 -2.86729e-05 2.75158e-07 6.1e-07 3.06551e-05 5.00119e-08 -3.07158e-05 5.25344e-07 9.04182e-07 2.7133e-05 -1.65223e-05 1.1479e-07 6.49782e-07 2.40133e-07 7.56844e-07 -7.65774e-08 -8.73007e-07 -5.08972e-05 2.19836e-05 8.04685e-08 2.83389e-05
internal_weight=0 2899 222 197 2878 117 45 72 43 2761 63 2698 2678 49 2629 40 2589 2567 75 53 2492 2471 2446 2421 2382 2299 43 83 2256 80
internal_count=3121 2899 222 197 2878 117 45 72 43 2761 63 2698 2678 49 2629 40 2589 2567 75 53 2492 2471 2446 2421 2382 2299 43 83 2256 80
is_linear=0
shrinkage=0.1


Tree=3875
num_leaves=31
num_cat=0
split_feature=44 46 1429 156 1429 481 1447 13 2 1456 1456 403 159 2 160 1447 4 1447 1447 1454 1447 159 1455 1452 1453 1456 1455 2 402 399
split_gain=3.12597e-06 9.07069e-06 6.10383e-06 1.23764e-05 5.69502e-06 3.23918e-06 2.17597e-05 2.17628e-05 8.13309e-05 5.49721e-06 2.22148e-05 1.51881e-05 5.5124e-06 7.71479e-06 1.51271e-05 4.70734e-06 1.95876e-05 1.13293e-05 1.0091e-05 6.11396e-06 9.51053e-06 6.2216e-06 5.05848e-06 7.6824e-06 6.65174e-06 9.07068e-06 6.57728e-06 5.4245e-06 3.04835e-05 2.57119e-05
threshold=0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 -0.086484999999999992 -0.085684999999999997 -0.081029999999999977 0.085485000000000019 0.085790000000000019 0.08814000000000001 -0.55327499999999985 0.108225 0.10327000000000001 -0.080934999999999993 -0.086304999999999979 -0.0047449999999999992 -0.084334999999999979 -0.082344999999999988 0.080725000000000005 -0.0085849999999999971 -0.086294999999999997 0.098910000000000012 0.088500000000000009 -0.013154999999999998 -0.12206499999999998 0.018650000000000003 0.084415000000000004 0.23460000000000003 0.091580000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -6 8 -8 11 -11 -7 13 14 -12 16 -13 -17 -19 20 -20 -21 23 24 -22 -26 27 29 -29 -27
right_child=1 -3 3 -5 5 9 7 -9 -10 10 12 15 -14 -15 -16 17 -18 18 19 21 22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-5.5459604773204781e-05 7.6758050618082059e-05 -1.1417213857254995e-05 -4.5442375715408292e-05 7.8372258722083648e-05 8.4648511300188014e-05 8.1109244480182462e-05 -0.00020754435599883438 5.0636853319474544e-05 6.3006522668729301e-05 -0.00011776258952522767 8.1408570563766149e-06 -8.3594718137950026e-05 4.1468306980360386e-05 2.1053484915928741e-05 -9.760740776982858e-05 5.5047220499742451e-05 3.7610371333585138e-05 -5.4801160473182207e-05 5.3314053430393171e-05 1.2820183352838891e-05 -4.6825248264212858e-05 -5.4396358518715718e-05 -3.9436060285424906e-05 5.1746332278055665e-05 5.184066826854285e-05 3.0865910195703669e-06 5.5542339846613773e-05 -2.3358403934256824e-06 -0.00012360225886195189 0.00011049327989420144
leaf_weight=20 20 28 28 20 33 23 20 32 25 20 31 30 22 37 24 37 24 34 34 21 30 40 32 29 34 720 21 1608 21 23
leaf_count=20 20 28 28 20 33 23 20 32 25 20 31 30 22 37 24 37 24 34 34 21 30 40 32 29 34 720 21 1608 21 23
internal_value=0 2.53225e-05 -3.95531e-07 -3.48101e-08 -5.51837e-07 -1.33555e-07 1.67096e-05 -1.24071e-05 -5.72383e-05 -7.73537e-07 -2.05536e-05 1.86451e-07 -3.49938e-06 -1.42525e-05 -3.80038e-05 -4.93324e-07 -2.97258e-05 9.48105e-08 -6.73319e-07 3.09849e-08 7.78838e-07 -3.12562e-05 6.94664e-08 5.77985e-07 -2.59558e-08 5.52527e-07 -1.7618e-07 -6.69472e-07 -3.89913e-06 6.41143e-06
internal_weight=0 48 3073 3053 3033 3005 110 77 45 2895 134 2761 114 92 55 2738 54 2684 2647 2613 2552 61 2518 2486 2457 2427 2393 2372 1629 743
internal_count=3121 48 3073 3053 3033 3005 110 77 45 2895 134 2761 114 92 55 2738 54 2684 2647 2613 2552 61 2518 2486 2457 2427 2393 2372 1629 743
is_linear=0
shrinkage=0.1


Tree=3876
num_leaves=31
num_cat=0
split_feature=132 132 15 1204 0 15 2 13 52 1209 1209 1210 1 12 4 4 1210 131 131 15 403 2 15 52 1455 2 2 1447 13 133
split_gain=3.11826e-06 1.36627e-05 7.19305e-06 4.55674e-06 1.23256e-05 1.07297e-05 6.82985e-06 6.77094e-06 5.23986e-06 3.02978e-06 3.39067e-06 3.2707e-06 1.70909e-05 2.97818e-05 5.14875e-05 3.83136e-05 8.01201e-06 4.94253e-06 6.47699e-06 4.84578e-06 1.60144e-05 1.30742e-05 1.06221e-05 1.01019e-05 1.77831e-05 1.3892e-05 2.30435e-05 1.99996e-05 2.80714e-05 2.01617e-05
threshold=-0.083174999999999985 -0.050879999999999988 0.092400000000000024 -0.082274999999999987 -0.084804999999999978 0.084510000000000016 0.10497000000000002 -0.015874999999999997 0.08734500000000002 -0.14444499999999996 -0.089214999999999989 -0.065674999999999983 0.078340000000000007 0.088245000000000004 -0.077999999999999986 -0.082594999999999988 -0.061049999999999993 0.13834500000000002 0.12681500000000004 0.093115000000000017 -0.34918499999999997 0.094215000000000007 0.092145000000000019 0.51358000000000004 -0.066404999999999978 0.093840000000000021 0.091545000000000015 -0.010529999999999999 -0.080759999999999985 0.024320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -5 -9 -3 -11 12 13 15 -15 -12 -13 18 19 22 21 -21 -18 24 -22 26 27 -26 -29 -30
right_child=1 9 -4 5 -6 -7 -8 8 -10 10 11 16 -14 14 -16 -17 17 -19 -20 20 23 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=3.8586241527248588e-06 7.1678289424636642e-05 3.8994904389255684e-05 -6.195168716658373e-05 -6.5409228335300683e-05 -8.5480148086587536e-05 6.2219669743407633e-05 3.0167437850445087e-05 -3.4900339530643328e-05 3.5822255140374184e-05 -3.5332081434144469e-05 6.7816081689670683e-05 -6.3510139225400055e-05 -5.9486124844928184e-05 0.00018639170150960968 -1.9007311667614293e-05 -0.00010725789779098705 -9.7876213737160609e-07 4.7221994733800702e-05 -5.2086550749663732e-05 1.3273411750560627e-05 -9.0504175473359367e-05 0.00012761597357894061 -7.2431664600680097e-05 6.211355492403662e-05 8.3895213996314588e-05 -1.8260731655233796e-05 0.00011147686876623853 -8.823949184178756e-05 7.7858476761856067e-05 -3.564149386687044e-05
leaf_weight=47 27 20 25 27 23 27 31 22 20 27 25 20 24 26 23 25 2242 22 24 20 21 20 21 27 27 136 26 33 34 29
leaf_count=47 27 20 25 27 23 27 31 22 20 27 25 20 24 26 23 25 2242 22 24 20 21 20 21 27 27 136 26 33 34 29
internal_value=0 8.74702e-07 -1.14224e-05 -5.01004e-06 -2.54955e-05 6.28118e-06 -8.82221e-06 -2.63393e-05 -1.22291e-06 2.09069e-07 -6.2921e-08 2.74165e-07 1.6222e-05 3.45755e-05 8.99799e-05 -1.97209e-05 -4.51809e-07 1.84245e-08 -3.71981e-07 9.88649e-08 1.06597e-05 7.04447e-05 -1.64182e-06 3.47829e-06 -1.69541e-06 4.84839e-06 2.59413e-05 7.86059e-06 -1.35241e-05 2.56125e-05
internal_weight=0 2899 222 197 70 127 100 69 42 2872 2852 2825 123 99 49 50 2702 2682 2660 2636 373 40 2263 333 306 285 149 123 96 63
internal_count=3121 2899 222 197 70 127 100 69 42 2872 2852 2825 123 99 49 50 2702 2682 2660 2636 373 40 2263 333 306 285 149 123 96 63
is_linear=0
shrinkage=0.1


Tree=3877
num_leaves=31
num_cat=0
split_feature=132 1186 1185 52 13 400 52 3 13 130 10 4 10 16 34 9 33 2 2 4 3 2 2 475 2 160 2 4 0 15
split_gain=3.02412e-06 9.05731e-05 5.59928e-05 8.83701e-06 4.96869e-06 3.57951e-06 5.37682e-06 8.16924e-06 6.11487e-06 3.05211e-06 9.61477e-06 8.41579e-06 5.51826e-06 2.78858e-05 3.7886e-05 4.45613e-06 2.83514e-05 3.74734e-06 5.79018e-06 1.40349e-05 2.37371e-05 1.01164e-05 1.30919e-05 8.19486e-06 1.1472e-05 1.90767e-05 1.83742e-05 2.74721e-05 4.03238e-05 2.07988e-05
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 0.056795000000000005 0.10782000000000001 0.08568000000000002 -0.080104999999999996 -0.0093149999999999986 -0.23647499999999996 -0.38124499999999995 0.018150000000000003 -0.011559999999999999 -0.056919999999999991 -0.079379999999999992 0.092235000000000011 -0.012019999999999998 0.12299 0.11682500000000001 0.41379000000000005 -0.063814999999999997 0.11510000000000002 0.11411 0.12927000000000002 0.10912000000000001 0.088405000000000011 0.10613000000000002 0.25615500000000008 0.10455500000000001 -0.059484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 8 -1 -4 11 -11 13 14 -12 16 -14 18 21 20 -20 22 23 24 26 -26 -18 28 29 -28
right_child=2 -3 9 -5 -6 -7 -8 -9 -10 10 12 -13 15 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-4.7578504477710146e-05 -0.00015978376635427015 0.00020377300893001534 -3.8569944590562957e-05 -6.2193257196798058e-05 4.1661919243304753e-05 -4.2791800377017352e-05 -3.1224351839682644e-05 5.9775923000415793e-05 2.0019819703520626e-05 4.4945676477038346e-06 1.5088888573121619e-05 9.5133511986205126e-05 0.00011687644185994509 4.7328295234668383e-05 -0.00017049609526690224 -3.3347989871177374e-05 8.2566944315049213e-07 1.1788575881379133e-05 -4.9566629863370004e-05 -9.7354010601217553e-05 6.7704235230589145e-05 5.6747760766396118e-05 -7.1319687958748548e-05 -5.9345185582060368e-05 1.2538330912110934e-05 0.00011702979377116122 -6.9604615592176009e-05 4.7183187511425629e-05 2.8709250380581417e-05 -0.00021209542595897803
leaf_weight=23 22 22 20 28 23 25 40 26 32 21 22 20 21 30 22 38 2047 254 45 21 28 31 26 23 104 21 21 23 22 20
leaf_count=23 22 22 20 28 23 25 40 26 32 21 22 20 21 30 22 38 2047 254 45 21 28 31 26 23 104 21 21 23 22 20
internal_value=0 1.13313e-05 -8.55111e-07 -1.01597e-05 -1.53871e-06 -8.34429e-06 -1.22704e-06 1.35865e-05 -8.24857e-06 3.58928e-07 6.31158e-07 4.87087e-05 -6.80899e-08 -2.7015e-05 -7.77036e-05 6.58348e-07 1.13572e-06 2.3082e-07 -9.76281e-07 -2.53108e-05 -4.58602e-06 2.09505e-09 -7.60417e-07 4.38534e-08 6.4879e-07 3.00929e-05 -1.07672e-06 -4.6358e-05 -8.0508e-05 -0.000139112
internal_weight=0 219 2902 197 169 146 121 81 55 2880 2860 41 2819 74 44 2745 2707 2686 2432 94 73 2338 2307 2281 2258 125 2133 86 63 41
internal_count=3121 219 2902 197 169 146 121 81 55 2880 2860 41 2819 74 44 2745 2707 2686 2432 94 73 2338 2307 2281 2258 125 2133 86 63 41
is_linear=0
shrinkage=0.1


Tree=3878
num_leaves=31
num_cat=0
split_feature=33 9 3 1204 1185 1186 394 471 471 154 474 11 12 11 43 130 11 11 40 155 42 15 46 1426 52 16 129 16 4 130
split_gain=4.45233e-06 4.02665e-06 9.37839e-06 3.43117e-06 6.07389e-06 3.66043e-06 3.53574e-06 3.16935e-06 6.09877e-06 5.31354e-06 5.48869e-06 5.56951e-06 3.03759e-05 1.17352e-05 6.6979e-06 8.5962e-06 6.92671e-06 8.03175e-06 6.51563e-06 5.49016e-06 1.13757e-05 4.72041e-06 4.56025e-06 5.74651e-06 5.40233e-06 5.8353e-06 1.4113e-05 1.39367e-05 3.21518e-05 1.26155e-05
threshold=-0.009184999999999997 0.09055500000000001 -0.0043399999999999992 0.053645000000000005 -0.10973499999999999 -0.092084999999999986 -0.15150999999999998 0.10693500000000002 0.094575000000000006 1.0000000180025095e-35 -0.26322499999999993 0.088215000000000002 0.10149500000000002 0.086080000000000018 -0.53814999999999991 -0.22699999999999995 0.081365000000000007 0.076560000000000003 -0.15892999999999999 0.10772000000000002 0.090470000000000009 0.19724500000000003 0.084955000000000017 -0.021179999999999997 -0.54906499999999991 0.058835000000000005 0.090795000000000015 0.22339500000000004 -0.51253999999999988 0.096625000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 -7 8 9 10 -8 13 -13 14 -12 -16 17 18 -17 21 -21 22 23 -20 -25 -26 27 28 -27 -29
right_child=1 2 -4 -5 5 6 7 -9 -10 -11 11 12 -14 -15 15 16 -18 -19 19 20 -22 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=-3.7708999204163948e-05 -5.5371744383592163e-05 -6.6511533398571535e-06 7.6028418413403898e-05 3.4115724200342687e-05 3.5275747434533174e-05 -3.033633023360147e-05 -4.5976598742597096e-05 3.9645373899475093e-05 -5.0500366978667446e-05 5.1483791175996884e-05 4.9614600680393382e-05 9.1791231814666491e-05 -3.4693457544749553e-05 -7.0177958514250355e-05 -6.2694175589554513e-05 5.5433576954740042e-05 -4.6924154629514014e-05 4.6264428225951731e-05 -5.4132062082533676e-05 8.1692926687537703e-05 -1.5671114882328161e-05 4.499279153109952e-05 3.3805511180970727e-05 3.1621005380581364e-05 -1.6571199690997274e-07 -0.00016080781635537279 6.3861757768212223e-05 5.6042320056803873e-06 -2.3521294859416106e-05 -7.4384979961905634e-05
leaf_weight=31 20 34 23 29 29 39 26 20 24 20 27 37 39 24 22 21 31 38 21 24 24 22 36 48 2042 20 22 190 116 22
leaf_count=31 20 34 23 29 29 39 26 20 24 20 27 37 39 24 22 21 31 38 21 24 24 22 36 48 2042 20 22 190 116 22
internal_value=0 3.78306e-07 2.67108e-05 -1.16567e-07 -4.47039e-07 -7.89107e-08 -4.25877e-07 -2.584e-08 -2.99812e-07 1.19691e-07 -2.40506e-07 1.80279e-07 2.68846e-05 -5.57732e-07 5.5212e-08 -4.40565e-07 7.10443e-08 6.21631e-07 -4.34102e-08 -4.93745e-07 3.30109e-05 -1.12715e-06 -1.53027e-06 -2.043e-06 -1.59834e-06 -2.25942e-06 -1.38144e-05 -1.8725e-05 -4.37105e-05 -2.69654e-06
internal_weight=0 3090 57 3033 3004 2984 2955 2916 2896 2872 2852 2826 76 2750 2726 2699 2677 2646 2608 2587 48 2539 2517 2481 2460 2412 370 348 136 212
internal_count=3121 3090 57 3033 3004 2984 2955 2916 2896 2872 2852 2826 76 2750 2726 2699 2677 2646 2608 2587 48 2539 2517 2481 2460 2412 370 348 136 212
is_linear=0
shrinkage=0.1


Tree=3879
num_leaves=31
num_cat=0
split_feature=33 130 1 9 3 123 123 1427 156 1425 12 133 401 12 16 1212 1210 11 13 13 3 4 0 475 1429 13 2 13 52 160
split_gain=3.60638e-06 3.34977e-06 5.42665e-06 4.2163e-06 1.03649e-05 3.19512e-06 4.61787e-06 3.64104e-06 5.7138e-06 7.23525e-06 3.62301e-06 2.15101e-05 1.58581e-05 1.57257e-05 3.06176e-05 1.30034e-05 2.64943e-05 1.04562e-05 8.92693e-06 1.47206e-05 8.27568e-06 1.10699e-05 9.72641e-06 1.01288e-05 9.15948e-06 7.95781e-06 1.88798e-05 9.53835e-06 7.82988e-06 7.41664e-06
threshold=-0.009184999999999997 -0.23123999999999997 0.16540500000000002 0.09055500000000001 -0.0043399999999999992 0.12630500000000003 0.11135500000000001 0.094380000000000006 0.3248100000000001 0.095135000000000011 0.086420000000000011 0.18829500000000002 0.10765000000000001 0.086700000000000013 -0.079734999999999986 -0.089079999999999979 -0.08453999999999999 0.079300000000000009 -0.097224999999999992 -0.094514999999999988 -0.045649999999999989 -0.50940999999999981 -0.14454499999999995 0.061570000000000007 -0.060529999999999994 -0.13710499999999998 0.092120000000000021 -0.15714499999999998 -0.57009999999999994 0.10908000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 8 9 10 11 12 15 14 -12 -3 -17 28 25 -20 21 -21 -23 24 -24 27 -27 -15 -18 -30
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 13 -13 -14 18 -16 16 17 -19 19 20 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-3.3938095012056307e-05 3.836125291380323e-05 6.6958607058040804e-05 -4.4578479247758407e-05 -6.0173461172257015e-06 8.5214964274200609e-05 -3.9879771429696126e-05 4.811335484191659e-05 3.3989878941229697e-05 -5.1233169770884243e-05 5.2437388040533943e-05 -3.2797499316075124e-05 -0.00010492452357928934 7.9397498800814074e-05 3.0300711876572513e-05 0.00013177709118351161 -0.00011220184666023631 5.8256587154963721e-05 -6.0199664790161482e-05 -7.8966176564184337e-05 7.315239346921555e-05 -5.3811571232082703e-05 -6.923216235009023e-05 6.7730778634237751e-05 -6.2036086121224803e-05 1.1562251860098202e-06 -1.088307691816226e-05 0.00012067099899771468 -4.6389282531732614e-05 -1.4520522804983103e-06 -3.7882228607814042e-05
leaf_weight=31 23 25 27 33 20 20 20 31 22 26 20 21 23 55 26 23 21 32 24 21 28 20 21 25 1299 20 24 23 1058 59
leaf_count=31 23 25 27 33 20 20 20 31 22 26 20 21 23 55 26 23 21 32 24 21 28 20 21 25 1299 20 24 23 1058 59
internal_value=0 3.4047e-07 5.53448e-08 4.51764e-07 2.84099e-05 -4.43138e-08 2.2421e-07 -1.00793e-07 -4.63211e-07 -7.72611e-08 -5.53335e-07 -4.56282e-06 -2.86451e-06 2.59733e-06 6.02229e-05 -4.4179e-06 -5.91363e-06 -3.82421e-06 8.98111e-07 -1.30527e-06 1.2881e-08 1.10024e-06 -8.25094e-09 1.0211e-06 2.21537e-06 2.68691e-05 6.08737e-05 7.687e-06 -2.23896e-06 -3.3763e-06
internal_weight=0 3090 3067 3040 53 2987 2967 2947 2916 2894 2868 1262 1241 1606 46 1218 1193 1170 1560 1438 1414 1386 1365 1345 1320 122 44 78 1138 1117
internal_count=3121 3090 3067 3040 53 2987 2967 2947 2916 2894 2868 1262 1241 1606 46 1218 1193 1170 1560 1438 1414 1386 1365 1345 1320 122 44 78 1138 1117
is_linear=0
shrinkage=0.1


Tree=3880
num_leaves=31
num_cat=0
split_feature=132 1185 1203 398 0 52 2 1204 15 33 47 47 9 3 47 1453 12 3 3 49 16 15 47 49 2 133 47 47 2 12
split_gain=2.94435e-06 1.76924e-05 7.58915e-06 3.15539e-06 7.7685e-06 4.87351e-06 9.61635e-06 4.8427e-06 4.84792e-06 2.95872e-06 3.18857e-06 2.89628e-05 1.64723e-05 3.45816e-05 6.2807e-06 4.34904e-06 6.2449e-06 9.72857e-06 1.77169e-05 7.37241e-06 5.6481e-06 2.48134e-05 8.55496e-06 5.22279e-06 5.12414e-06 4.26713e-06 4.29536e-06 7.53701e-06 6.74565e-06 4.78272e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10586000000000002 -0.098289999999999975 0.10347000000000002 0.097385000000000013 -0.0030749999999999996 -0.012384999999999998 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.087755000000000014 -0.13309499999999996 0.091210000000000013 -1.0000000180025095e-35 0.092995000000000008 -0.077104999999999993 -0.08323499999999999 -0.0087049999999999992 -0.073404999999999984 -0.12255999999999999 0.10561500000000001 0.13984500000000002 0.116525 -0.49970500000000001 0.087885000000000019 0.079365000000000005 0.084145000000000011 0.089570000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6 -9 -3 12 -12 14 -14 25 -13 19 18 -18 -17 21 24 -22 -24 -21 -11 27 29 -29 -27
right_child=1 9 -4 -5 5 -7 -8 8 -10 10 11 15 13 -15 -16 16 17 -19 -20 20 22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-6.1502455681268972e-05 9.2304498321027498e-05 -3.0544289453363524e-05 -5.9767119299587128e-05 3.0699368412372324e-05 1.2713057510284541e-05 -4.4740396939838931e-05 6.1472607642197257e-05 3.1185113974580805e-06 -6.3336904705742523e-05 2.8714331912459444e-05 0.00011565055974642746 4.5913835365354323e-05 3.6465167307181656e-05 -0.00012651537685693864 5.5007453773300982e-05 -3.1629098420556771e-05 4.7778637616872967e-06 1.4862855729710822e-05 -0.000126732919816277 -4.4770230451831602e-05 -5.6783155159791938e-05 0.00011785699729807675 4.2884793752559101e-05 -2.1174693147258951e-05 2.5955536970979581e-05 -4.3660655787603356e-06 -3.6345557965901345e-05 -5.8821291713684339e-06 6.9608982586691253e-05 4.938325447175791e-06
leaf_weight=24 21 31 28 23 56 21 26 21 23 51 24 20 23 30 21 38 21 31 20 20 20 25 35 20 21 1454 33 20 29 891
leaf_count=24 21 31 28 23 56 21 26 21 23 51 24 20 23 30 21 38 21 31 20 20 20 25 35 20 21 1454 33 20 29 891
internal_value=0 8.49968e-07 -1.10993e-05 -4.07507e-06 -8.75233e-06 -1.40064e-07 7.29333e-06 -6.79329e-06 -3.16195e-05 1.82648e-07 5.17223e-07 1.03604e-05 -6.206e-07 -5.5788e-05 5.49416e-07 1.03577e-06 -2.54017e-06 -2.74108e-05 -5.93737e-05 7.46364e-06 1.79993e-05 3.93346e-05 -7.75856e-07 1.95904e-05 -8.54484e-06 8.79072e-08 -5.13637e-07 -1.97132e-08 3.87963e-05 -8.30794e-07
internal_weight=0 2899 222 194 171 147 126 100 44 2878 2847 295 2552 53 2499 271 251 72 41 179 141 66 75 55 41 2478 2427 2394 49 2345
internal_count=3121 2899 222 194 171 147 126 100 44 2878 2847 295 2552 53 2499 271 251 72 41 179 141 66 75 55 41 2478 2427 2394 49 2345
is_linear=0
shrinkage=0.1


Tree=3881
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 52 16 15 47 47 47 43 34 9 3 1456 50 49 43 47 47 13 15 148 447 484 475 150 484 484 3
split_gain=3.14858e-06 8.97421e-05 4.98664e-05 2.09865e-05 2.99837e-06 4.8742e-06 7.75307e-06 2.94966e-06 3.07162e-05 1.46654e-05 5.43441e-06 5.32677e-06 7.26435e-06 1.36791e-05 4.55586e-06 6.42999e-06 4.27322e-06 7.71894e-06 7.51417e-06 1.05299e-05 8.99894e-06 1.43641e-05 4.08021e-06 8.98245e-06 3.78845e-06 2.16184e-05 2.09512e-05 1.69457e-05 9.64152e-06 2.88683e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.090645000000000017 -0.097644999999999996 -0.099734999999999976 0.092165000000000011 0.096770000000000009 0.090100000000000013 0.31463000000000002 -0.112215 0.08925000000000001 -0.014944999999999998 -0.079429999999999987 -1.0000000180025095e-35 -0.0087049999999999992 -0.084999999999999978 0.10843500000000002 0.11328000000000001 -0.085804999999999979 -0.095869999999999983 -0.10069499999999999 0.094580000000000011 0.086135000000000017 -0.085684999999999997 0.10699000000000002 0.085655000000000023 0.090535000000000018 -0.082284999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -7 9 -9 10 11 -4 22 -14 -10 -16 17 -17 20 -20 -18 -22 -13 24 27 -26 28 -24 29 -27
right_child=2 -3 7 -5 -6 6 -8 8 14 -11 -12 12 13 -15 15 16 18 -19 19 -21 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=4.0289789067173845e-05 -0.00015085491278031524 0.0002081238079778727 -4.5696769775531719e-05 -0.00010641067474352895 2.5734573164299948e-05 -6.8187073858488095e-05 -1.1704711554201137e-06 -9.7178062813847125e-05 -4.253212865435108e-05 8.4613761308511523e-05 4.6186781009265156e-05 3.5411894624814981e-05 8.6299968340123698e-05 -2.1311261904581139e-05 6.0359103954397142e-05 1.544665690744296e-05 -1.9040473489440046e-05 -7.2410829681643924e-05 -7.096160894607671e-05 6.1493507445472053e-06 0.00012379381343635034 6.6990727542691862e-06 -4.5105339836347258e-07 -6.1404755076447748e-05 9.4461260070082592e-05 -3.1539821296436544e-05 -9.6392819505126677e-05 -9.2934505664743491e-05 -4.3589509069539341e-07 0.00012704892162673787
leaf_weight=20 22 21 25 20 40 21 97 35 21 21 26 32 27 21 20 20 20 20 21 113 20 22 2109 24 28 22 20 20 169 24
leaf_count=20 22 21 25 20 40 21 97 35 21 21 26 32 27 21 20 20 20 20 21 113 20 22 2109 24 28 22 20 20 169 24
internal_value=0 1.15621e-05 -8.72537e-07 -9.28535e-06 1.62761e-06 -5.35992e-06 -1.30972e-05 2.73161e-07 -8.90827e-06 1.38866e-06 7.02472e-07 2.33375e-07 6.93413e-07 3.92201e-05 2.24496e-06 5.91808e-06 1.30443e-06 -2.84821e-05 7.38331e-06 -5.9352e-06 3.61685e-05 6.24585e-05 -6.20117e-08 -5.31865e-07 7.89001e-08 1.14019e-05 1.50543e-06 -1.31985e-06 1.06122e-05 5.12021e-05
internal_weight=0 219 2902 198 178 138 118 2880 312 2568 2547 2521 2496 48 277 256 236 40 196 134 62 42 2448 2416 2392 263 235 2129 215 46
internal_count=3121 219 2902 198 178 138 118 2880 312 2568 2547 2521 2496 48 277 256 236 40 196 134 62 42 2448 2416 2392 263 235 2129 215 46
is_linear=0
shrinkage=0.1


Tree=3882
num_leaves=31
num_cat=0
split_feature=475 475 1420 475 475 475 1371 15 15 156 475 480 3 4 481 42 16 1 480 0 1447 1447 42 1447 12 1453 159 13 51 160
split_gain=2.92634e-06 7.47911e-06 1.08561e-05 5.89766e-06 4.04223e-06 2.23984e-05 1.68146e-05 3.30885e-05 1.41543e-05 2.2106e-05 6.77813e-06 3.41702e-06 3.31666e-05 1.70284e-05 1.50391e-05 3.32187e-05 1.08375e-05 2.63775e-05 2.75442e-05 2.14115e-05 6.97361e-06 1.86816e-05 1.31656e-05 4.79368e-06 1.10444e-05 4.9537e-06 6.44382e-06 1.40352e-05 6.01251e-06 5.61224e-06
threshold=-0.49729499999999999 -0.24039999999999997 1.0000000180025095e-35 -0.10664 -0.086304999999999979 -0.085774999999999976 0.083235000000000017 -0.045854999999999993 -0.015744999999999999 0.085790000000000019 -0.085444999999999979 0.086995000000000017 -0.085709999999999995 -0.083249999999999977 -0.086219999999999977 0.085730000000000015 -0.040964999999999994 0.092945000000000014 0.094055000000000014 -0.077259999999999981 -0.085709999999999995 -0.084334999999999979 0.086555000000000007 -0.081174999999999983 0.087145000000000014 -0.079499999999999987 0.12895000000000004 -0.072309999999999985 -0.43587999999999999 -0.089549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 8 -6 10 -8 -5 -10 -7 14 -13 -14 15 -12 17 18 -15 -18 22 -22 -16 24 -23 -25 28 -28 -27 -30
right_child=1 2 -4 4 5 6 7 -9 9 -11 11 12 13 16 20 -17 19 -19 -20 -21 21 23 -24 25 -26 26 27 -29 29 -31
leaf_value=3.4784064204510894e-05 -4.7621937163498711e-05 -5.1854205098193646e-05 7.0234530490283353e-05 -3.8734141739753437e-05 -0.00010590419806248974 -5.8665868091338784e-05 -2.508343010380155e-05 0.0001483536187482638 -1.843512242885481e-05 0.00012531586034148623 -3.4900988626759506e-05 -0.00010772375384065879 8.9386774128624472e-05 -2.6552059321147681e-05 9.9576767874728283e-06 0.00011894424251863712 -0.00010272389427622589 -6.4739369932794946e-05 0.00012828227849644868 1.8866111901540231e-05 9.2007870220682395e-05 -8.7430140738433706e-05 -9.5151996224144978e-05 4.1835116618520784e-05 1.7662135478531129e-05 4.7186016684429858e-05 -9.3270541328424963e-05 1.3969426436233335e-05 1.3099960574927144e-05 -2.0035756965716029e-06
leaf_weight=24 33 22 22 23 20 20 22 22 20 23 25 31 21 20 26 32 28 25 27 30 22 20 22 28 20 27 23 26 278 2139
leaf_count=24 33 22 22 23 20 20 22 22 20 23 25 31 21 20 26 32 28 25 27 30 22 20 22 28 20 27 23 26 278 2139
internal_value=0 -2.69568e-07 2.40428e-07 -2.65775e-07 1.10035e-07 -4.36822e-07 2.8211e-07 6.16351e-05 2.4586e-05 5.84549e-05 -6.51984e-07 -2.47706e-07 -1.35083e-05 5.83399e-06 6.50145e-07 5.14683e-05 -7.663e-06 1.82513e-05 6.23953e-05 -3.98325e-05 -4.50818e-07 2.51003e-07 -3.82176e-05 -5.37224e-07 -3.4884e-05 7.74652e-09 -4.62035e-07 -3.63677e-05 2.57841e-07 -2.66388e-07
internal_weight=0 3097 3064 3042 3020 2954 2934 44 66 43 2890 2870 182 151 2688 57 130 72 47 58 2631 2583 48 2561 40 2521 2493 49 2444 2417
internal_count=3121 3097 3064 3042 3020 2954 2934 44 66 43 2890 2870 182 151 2688 57 130 72 47 58 2631 2583 48 2561 40 2521 2493 49 2444 2417
is_linear=0
shrinkage=0.1


Tree=3883
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 40 4 133 130 133 12 43 43 4 13 42 1 1210 394 1213 1213 1212 1213 1213 2 1213 16 13 0 16 2
split_gain=2.84637e-06 2.01188e-05 1.05559e-05 2.64441e-06 4.76329e-06 4.70762e-06 3.60074e-06 5.04455e-06 6.21062e-06 3.67309e-06 3.63084e-06 2.3223e-05 1.76103e-05 3.33307e-05 1.36815e-05 1.66987e-05 1.19431e-05 6.00113e-06 5.88029e-06 3.40839e-05 2.67951e-05 1.62306e-05 1.02718e-05 1.37576e-05 2.19004e-05 1.12004e-05 7.23705e-06 1.24083e-05 1.93523e-05 2.07418e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.22627999999999995 0.096970000000000015 -0.41317499999999996 0.088045000000000012 0.060960000000000007 0.055925000000000009 -0.078629999999999992 -0.091904999999999987 0.091465000000000005 0.094220000000000012 0.13089000000000003 0.0066850000000000008 -0.085284999999999986 -0.087969999999999979 -0.087464999999999987 -0.09411499999999999 -0.21306999999999995 0.094565000000000024 -0.41776999999999992 -0.088159999999999988 -0.088319999999999996 -0.095504999999999993 -0.11118499999999999 0.113445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 7 8 9 -6 11 16 13 -12 -14 -16 17 18 19 21 -20 22 23 24 25 -8 27 -22 -29 -30
right_child=1 3 -4 4 5 -7 10 -9 -10 -11 12 -13 14 -15 15 -17 -18 -19 20 -21 26 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-2.628898543495789e-06 9.8359904101622924e-05 3.3896207827163623e-05 -6.8310454763117641e-05 -4.8778847842640976e-05 -2.2243999652952576e-05 4.3397429020842538e-05 -5.0584144373715398e-05 -2.0483124635888843e-05 6.1572213898590937e-05 2.7013773931840418e-05 -0.00016474807933263946 9.3958512297831487e-05 5.1689542714284916e-05 6.9633473266059392e-06 -6.5264377285769267e-05 3.549554564720591e-05 -6.2723995177939001e-05 -5.1108287500581995e-05 -0.00010216807745914243 0.00010950557727042135 -3.278567678610555e-06 -6.8367091331917131e-05 5.3982083976561198e-05 6.7670053103938694e-05 -0.0001150122724357061 4.4811647992304415e-05 -2.3880889838282487e-06 0.00012028673511889317 4.2337457041297601e-05 -6.0751159333449322e-05
leaf_weight=194 21 23 28 20 24 25 20 29 34 41 20 26 41 26 38 29 31 23 26 33 181 30 42 20 20 32 1907 23 89 25
leaf_count=194 21 23 28 20 24 25 20 29 34 41 20 26 41 26 38 29 31 23 26 33 181 30 42 20 20 32 1907 23 89 25
internal_value=0 8.35698e-07 -1.09131e-05 1.2409e-07 -1.4798e-07 1.95095e-07 -1.89267e-07 1.61965e-05 2.69411e-05 8.82629e-06 -9.71288e-07 -6.31629e-08 -1.58787e-05 -6.76938e-05 6.1907e-06 -2.16519e-05 -1.04021e-06 -2.66351e-07 2.11331e-07 1.67785e-05 -1.23857e-06 -1.88e-06 1.30052e-05 -5.70168e-06 -2.60827e-05 8.12096e-06 -5.91716e-08 1.3907e-05 3.6612e-05 1.97303e-05
internal_weight=0 2899 222 2878 2855 2835 2810 128 99 65 2682 2528 154 46 108 67 2502 2471 2448 197 2251 164 134 92 72 52 2225 318 137 114
internal_count=3121 2899 222 2878 2855 2835 2810 128 99 65 2682 2528 154 46 108 67 2502 2471 2448 197 2251 164 134 92 72 52 2225 318 137 114
is_linear=0
shrinkage=0.1


Tree=3884
num_leaves=31
num_cat=0
split_feature=132 15 394 1186 0 12 3 15 12 40 1 1 2 131 150 4 48 159 43 52 2 15 0 13 150 12 50 133 0 474
split_gain=3.18368e-06 8.41049e-05 4.70099e-05 1.49648e-05 2.86923e-06 4.40358e-06 4.8498e-06 7.06025e-06 3.49214e-06 2.62152e-06 6.90584e-06 1.99164e-05 3.7355e-06 5.00463e-06 6.47382e-06 6.98819e-06 7.51917e-06 6.11599e-06 9.3452e-06 6.0554e-06 4.75105e-06 1.23632e-05 8.90063e-06 7.25295e-06 6.58286e-06 1.00249e-05 6.73929e-06 4.26349e-05 1.99336e-05 9.56731e-06
threshold=-0.083284999999999984 0.091915000000000011 0.12358500000000001 0.0044650000000000011 -0.09515499999999999 0.11418000000000002 -0.080104999999999996 0.084905000000000022 0.087505000000000013 -0.24620999999999996 0.15471500000000002 0.16540500000000002 0.12299 0.096290000000000014 0.11740500000000002 0.08184000000000001 0.13624500000000003 0.10407500000000001 -0.077044999999999988 -0.091869999999999993 0.11682500000000001 -0.052074999999999989 -0.24955499999999997 -0.067149999999999987 0.12820000000000001 0.11650500000000001 -0.099524999999999988 0.090665000000000009 -0.067094999999999988 -0.45463999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 -1 6 7 8 -6 -2 12 -12 20 14 15 16 19 18 -17 -14 22 23 -11 -22 25 26 27 28 -24 -28
right_child=2 -3 -4 -5 5 -7 -8 -9 -10 10 11 -13 13 -15 -16 17 -18 -19 -20 -21 21 -23 24 -25 -26 -27 29 -29 -30 -31
leaf_value=2.2864370629050477e-05 3.6261434561311032e-05 0.00018046838582283552 -0.00015366149291367039 -9.0810696357428771e-05 -1.5828929645067546e-05 -4.5214027244793008e-05 4.136485937203321e-05 -6.0708964112910467e-05 3.0980730916780888e-05 5.0292366010710664e-05 -0.0001072288180218741 2.4496012853584642e-05 5.4169213641822958e-05 5.7500070368570795e-05 6.0799331584435309e-05 2.6663511033058805e-05 7.3513530252388261e-05 1.9890432279656102e-05 -4.9529346212390617e-05 -7.9612987325427029e-06 -2.2895163550483398e-05 -7.3163818251487106e-05 -7.3576716122574761e-05 4.790867697801846e-05 -4.3553170782096074e-05 5.2502678792936627e-05 -7.0495627078344107e-05 0.00015375220842543059 4.8271814128383997e-05 -1.0256273087851114e-06
leaf_weight=38 20 26 20 21 34 26 23 21 30 35 22 24 21 22 21 22 22 37 60 62 39 32 29 23 35 36 20 20 25 2255
leaf_count=38 20 26 20 21 34 26 23 21 30 35 22 24 21 22 21 22 22 37 60 62 39 32 29 23 35 36 20 20 25 2255
internal_value=0 1.16264e-05 -8.77389e-07 -1.11192e-05 -1.3894e-06 -8.26733e-06 6.27239e-07 -1.03959e-05 6.1131e-06 1.82875e-07 -6.9246e-08 -3.85028e-05 5.58575e-07 1.18121e-05 7.70947e-06 2.73229e-06 2.15357e-05 -1.3859e-05 -2.90874e-05 7.75847e-06 -6.20193e-07 -2.26836e-05 2.24595e-07 3.37078e-06 -4.99526e-07 1.32289e-07 -6.70322e-07 2.90286e-05 -1.71654e-05 -1.63635e-06
internal_weight=0 219 2902 193 172 134 108 85 64 2882 2862 46 2816 267 245 224 105 119 82 83 2549 94 2455 62 2420 2385 2349 74 54 2275
internal_count=3121 219 2902 193 172 134 108 85 64 2882 2862 46 2816 267 245 224 105 119 82 83 2549 94 2455 62 2420 2385 2349 74 54 2275
is_linear=0
shrinkage=0.1


Tree=3885
num_leaves=31
num_cat=0
split_feature=151 151 142 11 33 9 15 474 157 15 474 2 474 1 12 42 1429 1429 16 13 1429 474 157 1428 1426 2 1 12 147 151
split_gain=2.86073e-06 4.53048e-06 1.23784e-05 9.71637e-06 4.92619e-06 3.45741e-06 1.52568e-05 3.59839e-06 1.72985e-05 2.46818e-05 9.0807e-06 1.70459e-05 8.80343e-06 7.0437e-06 1.6867e-05 1.18799e-05 5.8997e-06 2.64465e-05 2.47468e-05 4.08741e-05 1.67343e-05 1.00427e-05 5.43989e-06 1.52855e-05 1.50727e-05 1.22625e-05 1.30939e-05 1.01616e-05 4.70335e-06 1.22142e-05
threshold=0.29373000000000005 0.13340000000000005 -0.057499999999999989 -0.014494999999999999 -0.044254999999999996 0.088235000000000022 -0.10324499999999999 0.091180000000000011 -0.04831499999999999 -0.0058549999999999991 0.088435000000000014 0.086375000000000021 0.087035000000000015 0.10205500000000002 0.087625000000000022 0.088295000000000012 0.083985000000000018 0.083715000000000026 -0.011989999999999999 -0.084869999999999987 0.079510000000000011 0.032465000000000008 -0.0045449999999999996 0.084545000000000023 -0.052649999999999995 0.088055000000000008 0.10337500000000001 0.091715000000000005 0.094705000000000011 -0.077959999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 10 9 13 12 -12 16 14 -9 -16 17 20 -18 -20 21 22 23 25 -24 -6 27 -27 -26 -30
right_child=-2 -3 3 4 5 6 -8 8 -10 -11 11 -13 -14 -15 15 -17 18 -19 19 -21 -22 -23 24 -25 28 26 -28 -29 29 -31
leaf_value=7.3163671581626306e-05 3.5137310798112912e-05 -4.3539891961093721e-05 -6.6690871674588629e-05 4.9472500732008486e-05 5.3629952360227305e-05 1.2707833416482716e-05 -9.5196583952201767e-05 -9.4407881901133805e-05 7.3069622158072892e-05 -0.00012641043698143525 -2.1666134758065298e-05 9.6914934153944534e-05 -5.8827578610362251e-05 2.6005441871417974e-05 5.1030352772483776e-05 -3.752928274810653e-05 -6.9826263010643584e-05 -0.00010468218069187667 0.00017261334593058565 1.1015020699131938e-05 8.9682148765340188e-05 -5.7468985396553762e-05 -8.2707115573364063e-05 0.00010126774170203135 -1.4927358057706428e-07 -3.6533852297630486e-05 -8.4831374919130695e-05 5.7466878522815105e-05 8.7541646678887666e-05 -2.0312793501597343e-05
leaf_weight=23 23 24 22 20 35 38 20 25 20 21 22 27 25 39 28 33 23 24 20 72 21 30 22 20 2335 23 21 23 21 21
leaf_count=23 23 24 22 20 35 38 20 25 20 21 22 27 25 39 28 33 23 24 20 72 21 30 22 20 2335 23 21 23 21 21
internal_value=0 -2.60852e-07 7.70459e-08 -4.73918e-07 7.02339e-09 -3.2176e-07 -2.45006e-05 1.53459e-07 -1.41496e-05 -2.60974e-05 1.00599e-06 4.36745e-05 2.41827e-07 -9.24481e-06 -2.52304e-05 3.12104e-06 7.86546e-07 -1.95307e-07 2.29508e-05 4.61451e-05 7.79687e-07 4.78361e-08 7.32289e-07 2.13312e-05 -3.15258e-07 5.65734e-06 -1.9403e-05 1.04665e-05 4.47308e-07 3.36144e-05
internal_weight=0 3098 3074 3051 3029 3009 58 2951 166 146 2785 49 2736 125 86 61 2711 2596 115 92 2572 2551 2521 122 2399 102 67 46 2377 42
internal_count=3121 3098 3074 3051 3029 3009 58 2951 166 146 2785 49 2736 125 86 61 2711 2596 115 92 2572 2551 2521 122 2399 102 67 46 2377 42
is_linear=0
shrinkage=0.1


Tree=3886
num_leaves=31
num_cat=0
split_feature=132 394 15 1186 132 0 16 2 4 400 1429 156 156 475 15 474 151 151 42 142 11 150 147 447 3 1428 1427 157 1429 2
split_gain=2.85328e-06 1.8395e-05 1.01824e-05 5.92891e-06 3.18614e-06 3.28413e-06 6.14371e-06 4.12024e-06 3.93067e-06 3.39879e-06 2.72748e-06 5.56597e-06 6.76137e-06 4.77706e-06 7.39626e-06 5.10627e-06 3.3634e-06 8.19446e-06 1.34355e-05 5.90096e-06 7.75337e-06 5.20098e-06 1.01714e-05 1.25102e-05 1.8252e-05 4.4438e-06 5.00251e-06 4.80911e-06 2.92112e-05 2.14777e-05
threshold=-0.083174999999999985 0.11233000000000001 0.092400000000000024 0.049580000000000006 -0.085749999999999979 -0.073309999999999986 -0.046599999999999996 0.099515000000000006 -0.085719999999999977 -1.0000000180025095e-35 0.12521000000000002 0.3248100000000001 0.14540500000000003 -0.10664 -0.0088349999999999974 -0.10160499999999999 0.099460000000000007 0.13340000000000005 0.088670000000000013 -0.057499999999999989 -0.014494999999999999 0.12640500000000002 0.095485000000000014 0.089395000000000016 -0.088084999999999983 0.087445000000000009 0.089570000000000025 -0.087424999999999989 0.057970000000000008 0.10402500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 6 7 8 -1 -10 11 12 13 14 -2 -15 19 -18 -19 -17 -21 22 23 25 -25 26 27 28 29 -22
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 -11 -12 -13 -14 15 -16 16 17 18 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.9394645935099106e-05 4.7982299410279904e-06 9.640890784794465e-05 -7.1045226570277007e-05 -5.3519810829865977e-05 3.5762496467214081e-05 -3.7569838810747531e-05 4.6865723533511092e-05 -4.7061200963244556e-05 4.5022232792689466e-05 -4.9021586710296114e-06 3.6973119405274703e-05 -5.1377840559109166e-05 5.6826980601597048e-05 4.9593332377775196e-05 -6.6792594831592097e-05 5.361955572880106e-05 6.380364421992064e-05 -5.469008964428213e-05 5.2460584662516015e-05 -6.0021786074767914e-05 3.0258840638452966e-05 -3.7634360519036451e-05 5.2908104892897735e-05 6.6519804259650819e-06 -0.00012396836429616088 3.3789376053997937e-05 -4.1520229444421574e-05 1.326607433113944e-06 -0.00012071995235759381 -6.8957842468743527e-05
leaf_weight=26 31 20 25 21 25 23 26 21 25 30 20 21 21 21 27 20 28 25 22 22 80 37 36 23 20 39 29 2304 23 30
leaf_count=26 31 20 25 21 25 23 26 21 25 30 20 21 21 21 27 20 28 25 22 22 80 37 36 23 20 39 29 2304 23 30
internal_value=0 8.36715e-07 -1.09263e-05 -3.29699e-06 2.69551e-06 -2.77916e-06 3.4723e-06 -7.58877e-06 2.64482e-06 1.77907e-05 1.72789e-07 -8.46465e-08 2.94901e-07 -1.2653e-07 -2.85285e-05 4.7054e-07 9.3776e-08 2.09784e-05 -4.53445e-06 -4.94414e-07 -9.03903e-07 -4.07682e-07 1.25362e-07 -6.20391e-07 -5.41017e-05 2.97651e-07 -2.32024e-07 2.59301e-07 -1.823e-05 3.19975e-06
internal_weight=0 2899 222 197 176 151 128 102 81 55 2879 2859 2838 2817 58 2759 2738 75 47 2663 2643 2621 2584 2548 43 2505 2466 2437 133 110
internal_count=3121 2899 222 197 176 151 128 102 81 55 2879 2859 2838 2817 58 2759 2738 75 47 2663 2643 2621 2584 2548 43 2505 2466 2437 133 110
is_linear=0
shrinkage=0.1


Tree=3887
num_leaves=31
num_cat=0
split_feature=156 11 52 155 471 471 11 132 50 1185 1203 33 9 42 13 2 3 16 42 42 12 12 2 401 12 157 12 402 133 16
split_gain=3.28584e-06 3.56251e-06 1.4792e-05 1.33734e-05 4.25731e-06 5.91094e-06 3.92652e-06 3.38998e-06 8.65256e-05 4.44861e-05 1.71251e-05 3.41552e-06 6.88896e-06 3.56399e-06 1.85616e-05 3.04943e-05 2.03481e-05 7.61178e-06 7.10613e-06 5.80918e-06 3.42039e-06 1.67738e-05 2.83631e-05 1.98104e-05 1.56344e-05 1.00677e-05 1.38681e-05 6.95252e-06 7.82139e-06 8.36622e-06
threshold=0.32523500000000005 0.092630000000000018 -0.22660999999999995 0.14039500000000002 0.10338500000000002 0.093375000000000014 0.10553000000000001 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.012019999999999998 0.09055500000000001 0.11839500000000001 -0.066634999999999986 0.090425000000000019 -0.073309999999999986 -0.08231999999999999 0.11720500000000002 0.11551500000000002 0.099815000000000015 0.097575000000000009 0.097070000000000004 -1.0000000180025095e-35 0.10149500000000002 0.26262500000000005 0.096525000000000014 0.024785000000000005 -0.025314999999999994 -0.082179999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -4 8 10 -9 -1 -11 13 18 -15 -16 -17 -18 19 20 21 23 -23 -13 -22 26 -25 28 -26 -30
right_child=-2 2 6 -5 -6 -7 -8 9 -10 11 -12 12 -14 14 15 16 17 -19 -20 -21 24 22 -24 25 27 -27 -28 -29 29 -31
leaf_value=1.5071913987247338e-06 3.9422811754602233e-05 -7.9872010298588842e-05 -1.1582941945508699e-05 8.1796124068205255e-05 -4.4077149174303157e-05 5.2941907710018796e-05 4.3413714073332297e-05 -0.00014287980930847963 0.00020989439537004277 -3.6175228076619811e-05 -9.6143095101979274e-05 -8.9877286693081256e-05 4.369499958569476e-05 9.3260072142584249e-05 -9.2240310186753058e-05 0.00011089910636573304 4.6530895314217129e-05 -2.8487472168068821e-05 -5.7775436090940447e-05 4.4600863852143193e-05 -7.5489426265395359e-05 -6.8843574463871539e-06 0.00014571523331272017 -7.3880644557230713e-07 -5.6355634447315652e-05 -6.9257629123361172e-05 6.1013732704088544e-05 4.6311163728555234e-05 -4.3445850624559696e-05 1.6705183768683308e-05
leaf_weight=176 21 28 34 20 22 21 21 22 20 26 20 25 36 25 28 22 21 38 22 28 34 29 21 2126 29 21 37 26 31 91
leaf_count=176 21 28 34 20 22 21 21 22 20 26 20 25 36 25 28 22 21 38 22 28 34 29 21 2126 29 21 37 26 31 91
internal_value=0 -2.67057e-07 -2.07054e-05 2.95218e-07 -2.48666e-07 7.54442e-08 9.41578e-06 -3.00384e-07 1.17606e-05 -1.25187e-06 -8.45712e-06 -1.04665e-07 2.43973e-07 -3.45416e-07 1.55461e-05 -2.2782e-06 2.88198e-05 -1.78602e-06 -1.19044e-06 -6.92095e-07 -1.20554e-06 -6.8244e-08 5.72075e-05 -1.36466e-06 -1.33816e-05 -3.51467e-07 3.17525e-07 -1.45126e-06 -9.67525e-06 1.4209e-06
internal_weight=0 3100 83 3017 2997 2975 55 2954 216 2738 196 2716 2690 2654 134 109 81 59 2520 2498 2470 2259 50 2209 211 2184 2163 177 151 122
internal_count=3121 3100 83 3017 2997 2975 55 2954 216 2738 196 2716 2690 2654 134 109 81 59 2520 2498 2470 2259 50 2209 211 2184 2163 177 151 122
is_linear=0
shrinkage=0.1


Tree=3888
num_leaves=31
num_cat=0
split_feature=475 475 1420 475 475 133 52 1372 52 457 48 0 3 3 1209 1209 132 399 399 1 4 3 12 402 3 4 159 12 1210 2
split_gain=3.39396e-06 6.17082e-06 9.30038e-06 4.48682e-06 3.41656e-06 2.945e-05 2.64452e-05 1.10303e-05 5.03097e-06 4.3598e-06 4.01373e-06 4.55918e-06 3.81342e-06 1.92221e-05 1.63806e-05 2.03167e-05 1.23681e-05 0.000103744 8.97695e-05 1.59897e-05 1.1078e-05 9.99202e-06 3.11857e-05 3.66532e-05 3.05708e-05 2.004e-05 1.53307e-05 9.76818e-06 2.17405e-05 1.22574e-05
threshold=-0.49729499999999999 -0.24039999999999997 1.0000000180025095e-35 -0.10664 -0.085719999999999977 0.08622500000000001 -0.016949999999999996 -0.065504999999999994 -0.57009999999999994 -0.23865499999999998 -0.09386499999999999 -0.26609999999999995 -0.082234999999999989 -0.082334999999999978 -0.087199999999999986 -0.038154999999999994 -0.083284999999999984 0.09141500000000001 0.091580000000000009 0.085475000000000009 -0.50940999999999981 -0.078724999999999976 0.084405000000000022 0.11942500000000002 -0.078344999999999984 -0.080924999999999983 0.085545000000000024 0.096075000000000008 -1.0000000180025095e-35 0.10381000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -6 -9 -10 -11 -12 13 14 -13 -16 17 19 -18 -17 -14 22 -22 25 -23 -24 27 28 -27 -30
right_child=1 2 -4 4 7 -7 -8 8 9 10 11 12 20 -15 15 16 18 -19 -20 -21 21 24 23 -25 -26 26 -28 -29 29 -31
leaf_value=3.7460317783673722e-05 -4.3302172630457346e-05 -4.5292415333361453e-05 6.4957930701645887e-05 1.4178518895996125e-05 -5.719980513009325e-05 -5.1014154549291655e-05 0.00015624144321918721 5.007283577924682e-05 4.6270307757367851e-05 -3.2442947168676307e-05 4.7434249936486601e-05 8.5465020105323719e-05 -6.2854869887110727e-05 8.8856915513483388e-05 -9.2806461211496409e-05 1.0727002455886188e-05 3.1346706103093993e-06 0.00023998805179871853 -0.00020111863271846564 -9.0658705469195416e-05 -0.00013825186222675258 0.00011137668370065513 7.6141829971068857e-05 -0.00013803623566803122 -3.7333067582396028e-07 -9.6586712345015263e-05 -8.1457247034888032e-05 6.1418333596272785e-05 8.7820041079050324e-06 -7.3164201239706017e-05
leaf_weight=24 33 22 22 38 34 37 20 20 20 39 20 23 31 26 23 70 981 20 22 20 20 25 30 21 1177 25 27 22 209 20
leaf_count=24 33 22 22 38 34 37 20 20 20 39 20 23 31 26 23 70 981 20 22 20 20 25 30 21 1177 25 27 22 209 20
internal_value=0 -2.90297e-07 1.72951e-07 -2.95579e-07 3.22124e-08 1.86957e-05 6.31657e-05 -5.73951e-07 9.20048e-08 -2.56172e-07 -5.82559e-07 -1.40683e-07 -4.81478e-07 3.82228e-06 1.91469e-06 2.2309e-07 2.14553e-06 3.39771e-05 -1.34546e-06 -1.18032e-05 -3.65507e-06 -2.4906e-06 -1.67652e-05 -9.90159e-06 1.95092e-06 -1.82102e-06 -9.54012e-06 -2.50475e-06 -8.04139e-06 1.62513e-06
internal_weight=0 3097 3064 3042 3020 95 58 2925 2891 2871 2851 2812 2792 1185 1159 1136 1113 110 1003 90 1607 1576 374 354 1202 333 303 276 254 229
internal_count=3121 3097 3064 3042 3020 95 58 2925 2891 2871 2851 2812 2792 1185 1159 1136 1113 110 1003 90 1607 1576 374 354 1202 333 303 276 254 229
is_linear=0
shrinkage=0.1


Tree=3889
num_leaves=31
num_cat=0
split_feature=132 1185 15 1204 0 15 2 13 52 0 44 158 46 11 33 2 0 1209 1209 42 160 481 1447 47 47 47 157 13 13 13
split_gain=3.78372e-06 2.43449e-05 8.0332e-06 4.32733e-06 1.09419e-05 9.5309e-06 5.37494e-06 5.74176e-06 5.88969e-06 3.06576e-06 2.85803e-06 1.30209e-05 3.19407e-06 5.74147e-06 9.26688e-06 3.79851e-06 2.72417e-05 1.5225e-05 1.27267e-05 3.98714e-05 9.53872e-06 1.46757e-05 9.10293e-06 9.02327e-06 7.0472e-05 3.02482e-05 1.17014e-05 1.17696e-05 2.24718e-05 2.86239e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 -0.082274999999999987 -0.084804999999999978 0.084510000000000016 0.10497000000000002 -0.015874999999999997 0.08734500000000002 -0.087414999999999979 0.099360000000000018 -0.47356499999999996 1.0000000180025095e-35 -0.011194999999999998 -0.012019999999999998 0.08622500000000001 -0.17169499999999996 -0.080689999999999984 -0.077594999999999983 0.089905000000000013 -0.55248999999999981 -0.13392999999999997 -0.086849999999999997 0.094160000000000008 0.098400000000000015 0.089640000000000011 -0.090569999999999998 -0.090639999999999984 -0.088464999999999988 -0.087529999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 9 6 7 -5 -9 -1 11 -3 13 -13 -15 16 -16 -17 19 -18 -19 -22 -23 25 -25 26 -20 -28 -29 -30
right_child=1 10 -4 5 -6 -7 -8 8 -10 -11 -12 12 -14 14 15 17 18 20 23 -21 21 22 -24 24 -26 -27 27 28 29 -31
leaf_value=-2.2070181716117079e-05 0.00010824283301536483 7.0963381977680217e-05 -6.5981038816971709e-05 -6.0555164842905167e-05 -8.2286324734171944e-05 5.791846463883607e-05 2.5551251512238638e-05 -3.7152641433832203e-05 3.7827181113243572e-05 2.9114110161158766e-05 -2.9079092278014732e-05 4.7883730745525101e-05 -3.7242838405528231e-05 -6.2123565760430219e-05 0.00011777443981242999 -8.1713974274559109e-05 -1.4849099004225406e-05 -6.4089015874439312e-05 6.7985472814295156e-05 0.00016214678909818759 6.3474868381620445e-05 4.7055039126339459e-05 -3.1229202126206531e-06 0.00019736565791390604 -3.8682633756442513e-06 -0.00011472712373385246 2.3645232390264978e-05 -9.9723040931656631e-05 0.00010463826360849096 -9.1027319720217963e-06
leaf_weight=25 21 26 25 27 23 27 31 22 20 22 33 25 23 24 21 24 35 24 24 20 35 37 1581 20 134 24 137 26 23 582
leaf_count=25 21 26 25 27 23 27 31 22 20 22 33 25 23 24 21 24 35 24 24 20 35 37 1581 20 134 24 137 26 23 582
internal_value=0 9.63526e-07 -1.25823e-05 -5.80582e-06 -2.5769e-05 5.19751e-06 -9.03715e-06 -2.45769e-05 -1.44796e-06 1.88842e-06 1.80738e-07 5.20131e-07 -1.29576e-07 1.75719e-07 -2.54703e-07 2.85833e-07 5.02785e-06 -2.63019e-06 2.71792e-06 4.9513e-05 -1.4984e-06 -5.89643e-07 -1.97546e-06 6.45918e-08 2.2266e-05 -4.12538e-06 -7.73814e-07 -2.92254e-06 -8.69082e-06 -4.77869e-06
internal_weight=0 2899 222 197 70 127 100 69 42 47 2878 2845 2819 2796 2771 2747 1046 1701 1025 55 1677 1653 1618 970 154 816 792 768 631 605
internal_count=3121 2899 222 197 70 127 100 69 42 47 2878 2845 2819 2796 2771 2747 1046 1701 1025 55 1677 1653 1618 970 154 816 792 768 631 605
is_linear=0
shrinkage=0.1


Tree=3890
num_leaves=31
num_cat=0
split_feature=47 47 47 47 9 12 9 131 1204 1456 483 13 13 49 1 34 104 400 132 403 4 132 393 13 151 51 150 15 4 16
split_gain=3.1473e-06 3.71641e-05 2.9916e-05 5.11424e-06 5.32473e-06 2.91956e-05 2.62807e-05 4.922e-06 6.56366e-06 3.96808e-06 6.25139e-06 4.35527e-06 7.14963e-06 7.09838e-06 1.27766e-05 3.94195e-06 6.51652e-06 3.90461e-06 4.29896e-06 1.03774e-05 2.48598e-05 1.09074e-05 8.08924e-06 5.79535e-06 4.54527e-06 1.66837e-05 2.10802e-05 1.42628e-05 2.48099e-05 1.97607e-05
threshold=0.094460000000000002 0.096770000000000009 0.091680000000000011 0.089640000000000011 0.092235000000000011 -0.010834999999999999 0.086220000000000005 0.13767000000000004 0.053645000000000005 -0.079429999999999987 -1.0000000180025095e-35 -0.016469999999999995 -0.063184999999999977 -1.0000000180025095e-35 0.097525000000000014 -0.097449999999999981 0.086600000000000024 -0.14175499999999996 -0.083174999999999985 -0.074254999999999988 -0.069999999999999993 -0.084829999999999989 0.096070000000000003 -0.033284999999999988 -0.088279999999999983 -0.085604999999999987 0.10874500000000002 -0.016799999999999995 -0.0047449999999999992 -0.105305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 8 15 -3 -11 12 -12 -13 -15 -1 17 -17 19 21 -21 -19 24 -22 25 -20 27 28 -27 -30
right_child=1 9 -4 -5 5 -7 -8 -9 -10 10 11 13 -14 14 -16 16 -18 18 22 20 23 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=4.2401607292545539e-05 -0.00013481994914896363 -4.2045094263206312e-05 0.00011722581933678488 -4.3989271286521291e-05 5.8991881797694425e-05 -9.4743260803322011e-05 0.00011538125938386657 -4.6782143578060316e-05 5.3902071379960278e-05 5.6893423495694153e-05 -3.2336504452011053e-06 -3.8710571516276104e-05 -6.6020198851003367e-05 9.7289684299539664e-05 5.5490122331465261e-06 4.0480757464441314e-05 -5.6968133612826939e-05 -1.0522464326641057e-05 -5.9352948039304467e-05 -0.00013110322406646447 2.2154748603497867e-05 7.4751378087967174e-05 4.8769244811930026e-05 -3.6333439907644389e-05 -8.7958134689314754e-07 -7.8750287093498636e-05 0.00010881075985269962 5.5949113431614195e-05 -3.2849348644958813e-05 0.00010772343848771017
leaf_weight=22 22 21 22 26 21 30 20 22 23 20 133 20 21 20 63 24 20 60 25 22 32 20 35 36 2196 34 27 44 20 20
leaf_count=22 22 21 22 26 21 30 20 22 23 20 133 20 21 20 63 24 20 60 25 22 32 20 35 36 2196 34 27 44 20 20
internal_value=0 -9.39515e-06 1.07336e-06 1.53835e-07 5.70733e-07 -3.14406e-05 1.17494e-06 3.23293e-07 7.12887e-07 -1.35598e-07 3.04166e-06 -1.14914e-06 -1.17955e-05 1.47686e-05 2.76552e-05 2.48969e-07 -1.05662e-07 3.32585e-07 -4.21938e-08 -1.54097e-05 -3.87036e-05 1.0796e-05 1.04588e-06 -8.80959e-06 3.39915e-07 1.60929e-05 2.91009e-05 1.08621e-05 -1.59463e-05 3.7437e-05
internal_weight=0 320 2801 2779 2753 51 2702 2682 2660 298 277 257 154 103 83 2637 2615 2595 2571 170 90 80 2401 68 2366 170 145 118 74 40
internal_count=3121 320 2801 2779 2753 51 2702 2682 2660 298 277 257 154 103 83 2637 2615 2595 2571 170 90 80 2401 68 2366 170 145 118 74 40
is_linear=0
shrinkage=0.1


Tree=3891
num_leaves=31
num_cat=0
split_feature=47 2 47 9 12 33 133 48 44 15 0 4 0 484 4 13 0 393 483 483 2 483 484 160 483 480 480 0 160 403
split_gain=2.95389e-06 2.80224e-05 1.4344e-05 4.22516e-06 2.36484e-05 2.253e-05 4.17406e-06 5.88252e-06 5.58296e-06 1.30255e-05 8.41476e-06 9.22377e-06 7.58278e-06 6.69814e-06 6.57909e-06 4.77913e-06 4.26134e-06 4.15261e-06 3.89575e-06 3.03008e-05 1.43785e-05 9.56462e-06 7.03386e-06 1.74406e-05 1.25483e-05 4.84004e-06 5.25918e-06 4.65982e-05 5.87893e-05 1.45685e-05
threshold=0.092165000000000011 -1.0000000180025095e-35 0.088915000000000008 0.092235000000000011 -0.010834999999999999 -0.012019999999999998 0.12599500000000005 0.14257500000000004 0.099360000000000018 -0.18895499999999996 -0.10836499999999999 0.09173000000000002 -0.093039999999999984 -0.079429999999999987 0.033845000000000007 -0.023499999999999997 -0.080869999999999984 0.12765500000000005 0.10143000000000001 0.096720000000000014 0.11682500000000001 0.094075000000000006 -0.0068949999999999992 -0.063384999999999983 0.12236500000000002 0.11191000000000002 0.086995000000000017 -0.087414999999999979 -0.013904999999999999 -0.55327499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 7 8 9 -3 15 12 -12 -14 16 -11 -15 18 19 21 22 25 23 -20 -24 26 29 -28 -29 -7
right_child=1 6 -4 4 -6 17 -8 -9 -10 10 11 -13 13 14 -16 -17 -18 -19 20 -21 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00010649953044776339 -0.00012363728874333901 6.7375534369299811e-05 6.129335249333496e-05 5.3092695660390227e-05 -8.5268931215978241e-05 8.1486933289521741e-05 -4.3643270270298345e-05 5.2520091447236372e-05 -5.1943627823632038e-05 -1.2122480766265654e-05 -6.2915086618886559e-05 6.3739064948590974e-05 -3.8447314739554013e-05 2.6747628323226476e-05 5.243225990625433e-05 -8.0425769642932302e-05 -1.9738667811461898e-05 4.2274115548934789e-05 -7.3811210839380692e-05 0.00012007230276313273 -9.1018467028127571e-05 -6.3376613510020738e-05 6.9351989598739495e-05 4.3471527308048244e-05 -3.1570376739347758e-05 4.0670650923857467e-05 5.2092619095018627e-05 -0.00021702867289561604 4.3106763679848626e-06 -2.7121288184648711e-07
leaf_weight=20 20 27 39 21 30 22 22 21 21 20 20 22 31 33 32 21 49 23 32 21 22 24 28 21 22 29 43 21 28 2336
leaf_count=20 20 27 39 21 30 22 22 21 21 20 20 22 31 33 32 21 49 23 32 21 22 24 28 21 22 29 43 21 28 2336
internal_value=0 -8.81311e-06 1.07391e-06 2.17713e-07 -2.82965e-05 7.57915e-07 -1.6141e-06 1.49917e-06 -2.38285e-06 1.69862e-06 -6.07891e-06 2.91658e-06 -5.19309e-06 2.76857e-06 1.39764e-05 -4.71071e-05 -1.03077e-06 -3.35643e-08 -4.00902e-07 4.52523e-07 -1.76332e-05 -5.51079e-07 -1.95873e-06 -2.73407e-05 2.49461e-05 5.71551e-08 -4.23576e-07 -2.38796e-05 -9.0549e-05 4.91586e-07
internal_weight=0 339 2782 2743 51 2692 319 297 276 255 228 187 165 145 114 41 82 2672 2649 2524 125 2503 103 53 50 2479 2450 92 49 2358
internal_count=3121 339 2782 2743 51 2692 319 297 276 255 228 187 165 145 114 41 82 2672 2649 2524 125 2503 103 53 50 2479 2450 92 49 2358
is_linear=0
shrinkage=0.1


Tree=3892
num_leaves=31
num_cat=0
split_feature=475 475 471 1425 47 0 1 47 15 0 47 43 34 9 3 131 1204 474 1426 156 47 131 47 52 3 132 1 1185 15 43
split_gain=2.79078e-06 4.79655e-06 7.84549e-06 4.06598e-06 3.25505e-06 2.36896e-05 0.000111993 1.7822e-05 1.73127e-05 1.55104e-05 9.1421e-06 4.52645e-06 4.50266e-06 5.10971e-06 1.45839e-05 3.97486e-06 5.35098e-06 3.9797e-06 6.56166e-06 4.40325e-06 9.96767e-06 1.01036e-05 6.70477e-06 4.96859e-06 6.73509e-06 4.56625e-06 0.0001113 6.8979e-05 1.97288e-05 5.75915e-06
threshold=-0.49729499999999999 -0.24039999999999997 -0.086614999999999984 0.10129000000000002 0.092165000000000011 -0.10224499999999999 0.099400000000000002 0.089785000000000018 -0.18895499999999996 -0.095504999999999993 0.12577000000000002 -0.11720999999999999 -0.112215 0.08925000000000001 -0.014944999999999998 0.13767000000000004 0.053645000000000005 -0.08539999999999999 -1.0000000180025095e-35 -0.092624999999999985 0.078875000000000015 0.078765000000000016 0.085505000000000012 -0.54906499999999991 -0.086049999999999988 -0.083284999999999984 0.089475000000000013 -0.014244999999999999 0.087825000000000014 0.31463000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 6 -6 12 -8 -7 -10 -11 -4 15 -15 16 17 -14 -19 -20 23 22 -22 24 -21 26 28 -27 -25 -29
right_child=1 2 3 -5 5 9 8 -9 10 11 -12 -13 13 14 -16 -17 -18 18 19 20 21 -23 -24 25 -26 27 -28 29 -30 -31
leaf_value=3.3968863075036397e-05 -3.8184351342351878e-05 6.2572272654506377e-05 -4.0948268416776471e-05 -4.4115002414660662e-05 -0.00025526378892772343 7.994827469351899e-05 8.4418485182270937e-05 9.2947906038413447e-05 -6.7970612508361225e-05 -4.7151741139259687e-05 2.0256553524750812e-05 2.8257905389012624e-06 3.4161283804808939e-05 7.9071023606831729e-05 -2.7558219759434316e-05 -4.2076808490905519e-05 4.8628373422062677e-05 -5.7332095784659039e-05 -3.9989295651644679e-05 -7.6071167827847054e-06 5.2301775386218827e-05 9.8703345938702116e-05 -2.7607504663743993e-05 -3.2916096567229641e-06 6.7375134291069121e-05 -0.00018261327806526209 0.00020043061171977404 -1.0232855735604248e-06 -0.00010032115281389381 5.0401481712469834e-05
leaf_weight=24 33 20 26 21 21 26 21 21 24 20 23 193 34 29 23 22 23 20 27 23 21 20 21 108 25 21 27 2156 26 22
leaf_count=24 33 20 26 21 21 26 21 21 24 20 23 193 34 29 23 22 23 20 27 23 21 20 21 108 25 21 27 2156 26 22
internal_value=0 -2.63236e-07 1.45183e-07 -2.64981e-07 3.96334e-08 -9.3663e-06 -5.34061e-05 1.1844e-06 8.93227e-06 7.03346e-06 -2.47956e-05 -1.86694e-06 4.63745e-07 8.70358e-07 3.19081e-05 2.48647e-07 6.10403e-07 1.7747e-07 -2.81589e-07 1.75364e-07 6.14411e-07 4.0204e-05 1.23471e-05 -4.04922e-07 3.14461e-05 -1.05274e-06 1.52036e-05 -2.24295e-06 -2.21182e-05 -5.03843e-07
internal_weight=0 3097 3064 3044 3023 328 89 2695 68 239 47 213 2674 2648 52 2596 2574 2551 2517 2497 2470 62 42 2408 48 2360 161 2199 134 2178
internal_count=3121 3097 3064 3044 3023 328 89 2695 68 239 47 213 2674 2648 52 2596 2574 2551 2517 2497 2470 62 42 2408 48 2360 161 2199 134 2178
is_linear=0
shrinkage=0.1


Tree=3893
num_leaves=31
num_cat=0
split_feature=132 1185 1203 33 47 47 47 1 401 401 42 403 12 12 401 12 12 12 43 43 156 43 403 1210 0 42 2 1209 13 0
split_gain=3.36466e-06 2.46334e-05 7.61582e-06 2.84257e-06 3.66003e-06 3.05005e-05 1.77935e-05 3.91284e-05 3.6527e-06 3.26332e-05 1.77479e-05 3.9856e-05 2.81393e-05 1.79648e-05 6.38152e-06 4.18901e-06 2.34254e-05 1.36123e-05 2.13533e-05 1.25428e-05 9.36795e-06 9.85639e-06 3.15924e-05 1.71426e-05 1.32415e-05 1.34179e-05 1.3865e-05 8.95247e-06 8.80573e-06 8.53946e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.089640000000000011 0.093575000000000019 0.10711000000000001 0.10022000000000002 0.089810000000000015 -0.0031149999999999997 0.088845000000000021 0.09320500000000001 0.094540000000000013 0.086420000000000011 0.086850000000000024 0.085785000000000014 -0.077319999999999986 -0.072534999999999988 -0.094124999999999986 0.055925000000000009 -0.072624999999999981 0.15724500000000002 -0.10151999999999999 0.090690000000000007 0.091895000000000018 0.086665000000000006 -0.011914999999999999 -0.092404999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 6 -6 8 -8 9 14 11 -10 -13 -12 15 17 19 27 -19 -17 -18 23 -23 29 -24 28 -27 -5 -26 -22
right_child=1 3 -4 4 5 -7 7 -9 10 -11 13 12 -14 -15 -16 16 20 18 -20 -21 21 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=-4.9730726772022306e-06 0.00010882172941603045 -2.9996577476624464e-05 -6.1640796426824337e-05 -1.5495222750943354e-07 0.00011904401091366406 1.4259764272816278e-06 -0.00016621957947108969 2.922029456212407e-05 -5.7100727766131368e-05 -0.0001246417600971957 -8.6139875318622214e-05 0.00019689976808876962 2.9152071256248746e-05 3.1501638080010672e-05 5.1869800169394388e-05 2.6919842002826045e-05 6.9255215494195012e-05 -4.0862001208929205e-06 -0.00012134408659767359 0.00013414643637588597 2.201153218604389e-05 0.00012812617962178291 7.8391909482888877e-05 -9.54790877585765e-05 4.2127879768501226e-05 -8.0395608670692643e-05 1.0840224340133701e-05 -5.9589182581895825e-05 -2.7373064998615662e-05 -5.6136706414300622e-06
leaf_weight=195 21 31 27 1004 24 271 20 21 21 21 25 20 20 27 24 24 20 41 25 20 129 24 22 20 61 36 31 26 26 844
leaf_count=195 21 31 27 1004 24 271 20 21 21 21 25 20 20 27 24 24 20 41 25 20 129 24 22 20 61 36 31 26 26 844
internal_value=0 9.08612e-07 -1.18651e-05 1.21199e-07 4.49141e-07 1.09949e-05 -7.69903e-07 -6.61162e-05 2.97082e-07 -5.30857e-07 1.7867e-05 5.44577e-05 0.000113026 -2.50568e-05 5.65621e-07 4.23316e-08 3.98221e-06 -4.4763e-06 -4.85021e-05 7.56592e-05 1.38222e-06 2.44362e-07 2.04978e-05 -3.83488e-06 5.82118e-06 -4.54606e-06 -3.8182e-05 -1.65523e-06 2.13575e-05 -1.95113e-06
internal_weight=0 2899 222 2878 2847 295 2552 41 2511 2398 113 61 40 52 2377 2353 1257 1096 66 44 1213 1193 200 993 176 154 67 1030 87 973
internal_count=3121 2899 222 2878 2847 295 2552 41 2511 2398 113 61 40 52 2377 2353 1257 1096 66 44 1213 1193 200 993 176 154 67 1030 87 973
is_linear=0
shrinkage=0.1


Tree=3894
num_leaves=31
num_cat=0
split_feature=15 132 1204 1211 15 1212 1456 1208 1210 1213 131 481 42 1456 1213 52 0 2 0 1 43 16 393 1213 1213 1210 43 403 16 52
split_gain=3.05791e-06 7.75616e-05 0.000101499 1.13466e-05 9.28191e-06 9.08151e-06 8.60347e-06 7.54416e-06 1.0303e-05 7.11885e-06 6.48265e-06 3.03882e-05 2.91613e-05 1.9427e-05 1.10889e-05 1.59798e-05 2.11517e-05 2.74068e-05 1.96554e-05 4.04699e-05 1.94992e-05 1.76676e-05 5.53386e-06 4.63971e-06 2.33149e-05 1.87218e-05 1.45845e-05 2.15808e-05 1.96408e-05 8.62941e-06
threshold=0.091650000000000023 -0.083284999999999984 -1.0000000180025095e-35 0.10809000000000001 0.092400000000000024 0.11387000000000001 0.04871000000000001 0.10233500000000001 -0.14310999999999999 -0.16396999999999998 0.08956500000000002 -0.07496499999999999 0.090545000000000014 -0.063824999999999979 -0.064789999999999986 0.10263500000000002 -0.068189999999999987 0.096325000000000008 -0.067094999999999988 0.099195000000000019 -0.010739999999999998 -0.069894999999999985 0.11333500000000001 -0.090324999999999989 -0.087969999999999979 -0.083289999999999989 -0.0047449999999999992 0.068400000000000002 -0.087484999999999993 0.061605000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -4 7 9 8 -1 -6 11 -11 -12 -13 -15 18 17 -17 20 -20 -16 -22 23 26 -25 -26 28 -28 -10 -29
right_child=1 2 4 -5 6 -7 -8 -9 22 10 12 13 -14 14 15 16 -18 -19 19 -21 21 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=-5.9895059455121905e-05 0.00017201316327878483 -0.00022270784567808731 6.1258238693161118e-05 -5.5609001432649649e-05 -4.4812181384183231e-05 -6.7689170064113571e-05 -4.4541859789901269e-05 4.98110190043614e-05 -9.2008009651971921e-05 0.00012033838671553755 -0.00010843612506670813 -6.237298338029567e-05 4.4242441523739879e-05 8.8594201897649328e-05 -5.8429862292541657e-05 -4.6292326229983399e-05 -0.00010876709089974282 9.7456979121835472e-05 0.00016774312741920139 -1.2333994853482486e-05 7.9206871125792636e-05 -2.3858358248428984e-05 5.2445206947595586e-05 -0.00010630623879218807 8.2322012113527984e-05 -1.4355427865184562e-06 0.00011635660920157015 4.2646808079942802e-05 2.5668671229583643e-05 -4.2153978730701581e-05
leaf_weight=29 27 20 30 38 24 20 34 30 23 26 22 35 29 20 33 36 22 21 26 24 39 29 20 21 27 2302 28 28 37 21
leaf_count=29 27 20 30 38 24 20 34 30 23 26 22 35 29 20 33 36 22 21 26 24 39 29 20 21 27 2302 28 28 37 21
internal_value=0 7.19233e-06 -2.2761e-06 -1.36227e-06 7.52086e-06 -5.65136e-07 3.68248e-06 -4.19561e-08 -6.317e-07 7.93022e-06 1.1427e-05 1.6846e-05 -2.16189e-05 7.40464e-06 1.71735e-05 1.0963e-05 -2.54785e-05 6.66794e-06 3.00284e-05 8.13061e-05 4.64347e-06 3.52526e-05 5.38359e-08 -3.67486e-07 -1.41036e-06 -4.64545e-07 1.75213e-05 4.63229e-05 -1.94407e-05 6.30361e-06
internal_weight=0 497 470 2624 450 2586 420 2566 2536 386 362 311 51 285 250 230 79 57 151 50 101 68 2507 2487 2350 2329 137 77 60 49
internal_count=3121 497 470 2624 450 2586 420 2566 2536 386 362 311 51 285 250 230 79 57 151 50 101 68 2507 2487 2350 2329 137 77 60 49
is_linear=0
shrinkage=0.1


Tree=3895
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 50 130 2 4 1203 2 402 1212 131 1213 12 0 15 43 402 1213 402 399 132 132 15 132 0 1 0 14
split_gain=3.6329e-06 1.95172e-05 9.89491e-06 4.37411e-06 3.42909e-06 3.95756e-06 5.26053e-06 1.7295e-05 3.61504e-06 3.57294e-06 2.98627e-06 4.06491e-06 4.09579e-06 3.13881e-06 1.54609e-05 2.28251e-05 2.88662e-05 1.34991e-05 6.53467e-06 2.07399e-05 7.81136e-06 4.27452e-06 3.79513e-06 3.5847e-06 9.89114e-06 8.46522e-06 1.08387e-05 7.81145e-06 8.13759e-06 6.06141e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.09227500000000001 0.115025 0.088745000000000004 0.066685000000000008 0.084375000000000019 0.083995000000000014 0.31278000000000006 0.15049500000000002 0.13834500000000002 0.093235000000000026 0.095175000000000023 -0.086729999999999988 0.086355000000000015 -0.0064299999999999991 -0.45015499999999992 -1.0000000180025095e-35 -0.41217999999999994 -0.065739999999999979 0.13699000000000003 0.093160000000000007 -0.26481999999999994 0.090050000000000005 -0.081304999999999975 0.085605000000000014 -0.069954999999999976 -0.31455999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 8 -8 9 -1 11 12 13 18 15 -15 -17 -18 19 -3 -20 -22 23 25 -25 29 -27 28 -26 -23
right_child=1 10 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 14 -16 16 17 -19 20 -21 21 22 -24 24 27 26 -28 -29 -30 -31
leaf_value=1.1634244758170099e-05 9.6999252058421496e-05 1.6033409180333063e-05 -7.1593215001485084e-05 -4.7945998258434149e-05 -3.3965527691179887e-05 -3.3183508044616742e-05 0.00010295240056372925 -2.5534561573294926e-05 2.6070746336641139e-05 -3.9176557302491873e-05 3.7815242813805876e-05 -4.3867176455456677e-05 4.4290895970161295e-05 7.2280620968610631e-05 8.4028091973428117e-05 5.4336734477977227e-05 -0.00014172404808050488 -2.8338528396229127e-05 6.0685433917179971e-05 -0.00011543230501047219 3.3673761168352538e-05 2.7189765710015006e-05 -4.4415640020361024e-05 -3.5347340569084434e-05 -6.3598992198876665e-06 6.0692246188409627e-06 -9.6793023944233687e-05 7.4982254240499714e-05 6.7949839985885775e-05 -1.6949434832159205e-06
leaf_weight=25 21 30 25 21 25 22 22 20 31 31 21 21 21 28 26 23 21 21 21 20 36 75 20 30 56 20 21 28 20 2319
leaf_count=25 21 30 25 21 25 22 22 20 31 31 21 21 21 28 26 23 21 21 21 20 36 75 20 30 56 20 21 28 20 2319
internal_value=0 9.44129e-07 -1.2329e-05 -4.80814e-06 3.3899e-07 6.01855e-06 1.27042e-05 4.17681e-05 -1.32671e-06 -1.64932e-05 2.4324e-07 -3.29281e-08 2.91656e-07 -3.65804e-08 1.58573e-05 -3.2012e-06 -3.57164e-05 -8.50313e-05 -7.38128e-07 -3.65529e-05 -6.13562e-08 -5.47331e-07 -1.02317e-06 -6.85358e-07 1.52382e-05 -1.56165e-06 -4.66163e-05 2.98302e-05 1.31953e-05 -7.90034e-07
internal_weight=0 2899 222 197 176 151 129 42 87 56 2878 2857 2836 2815 119 93 65 42 2696 50 2646 2625 2589 2569 134 2435 41 104 76 2394
internal_count=3121 2899 222 197 176 151 129 42 87 56 2878 2857 2836 2815 119 93 65 42 2696 50 2646 2625 2589 2569 134 2435 41 104 76 2394
is_linear=0
shrinkage=0.1


Tree=3896
num_leaves=31
num_cat=0
split_feature=1211 43 401 402 1210 1211 1211 1212 1186 1200 128 128 393 471 471 11 1 11 1420 157 33 1 1 13 1 1374 1 1374 4 4
split_gain=3.16732e-06 6.67916e-06 6.11841e-06 1.29538e-05 5.50248e-06 4.38435e-06 5.02929e-06 6.14473e-06 6.04805e-06 4.83821e-06 6.44183e-06 1.19378e-05 4.31464e-06 3.84525e-06 5.70829e-06 4.53137e-06 1.89786e-05 5.19492e-06 5.92604e-06 6.91204e-06 3.77207e-06 5.87491e-06 7.20273e-05 0.000179119 6.58515e-05 1.37565e-05 1.251e-05 1.18599e-05 1.0875e-05 1.17142e-05
threshold=0.11716500000000001 0.062770000000000006 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.10809000000000001 0.087635000000000005 0.092360000000000012 -0.10142499999999997 0.086110000000000006 0.11059000000000001 0.11876500000000001 0.11333500000000001 0.10693500000000002 0.094575000000000006 0.094350000000000003 0.10727500000000002 0.088710000000000011 -0.086219999999999977 -0.50331999999999988 -0.009184999999999997 0.09253500000000002 0.094090000000000021 -0.079969999999999986 0.091785000000000019 -1.0000000180025095e-35 0.095695000000000016 0.089635000000000006 -0.013514999999999998 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 8 -8 -5 10 12 -12 13 14 15 17 -17 18 -10 -20 -21 24 23 -23 27 -24 -27 -22 -28 -30
right_child=1 -3 3 4 -6 -7 7 -9 9 -11 11 -13 -14 -15 -16 16 -18 -19 19 20 21 22 25 -25 -26 26 28 -29 29 -31
leaf_value=-4.7812101507184306e-05 5.1873932578459839e-05 -2.1362439529184485e-05 6.3290739990407016e-05 -4.8584816921412801e-05 -5.2948618831578641e-05 -4.3813366463164924e-05 5.756591437023996e-05 -7.4371483676189271e-06 5.2512668705839177e-05 3.8529886285232355e-05 -9.6085667682928029e-05 1.2797879261437202e-06 4.6369891315407592e-05 4.3445268486834722e-05 -4.9117838655850703e-05 7.5084820260550212e-05 -2.5531975660143012e-05 -4.7133162994820553e-05 -5.6637774502054199e-05 -3.6852809765670308e-05 -2.0939362180978453e-06 -7.3929431197360508e-05 7.5977421669370449e-05 0.00032518893528860017 -0.00017510077433888167 -6.6930610648404548e-05 1.9078199216521551e-05 6.1330381795414725e-05 -5.4458076315963158e-05 -2.9246763925868634e-06
leaf_weight=27 33 20 32 26 20 23 33 26 21 32 20 34 20 20 24 37 38 24 22 28 1710 22 23 23 22 29 211 30 49 442
leaf_count=27 33 20 32 26 20 23 33 26 21 32 20 34 20 20 24 37 38 24 22 28 1710 22 23 23 22 29 211 30 49 442
internal_value=0 2.42376e-05 -4.18704e-07 2.08627e-09 -6.70974e-07 -3.21173e-07 1.60892e-08 2.89205e-05 -5.7055e-07 -1.37238e-07 -5.71548e-07 -3.47815e-05 8.93956e-08 -2.44158e-07 -5.61322e-07 -1.34608e-07 2.41056e-05 -8.19103e-07 -3.96786e-07 -8.22332e-07 -3.4804e-07 5.10745e-08 7.16363e-06 0.000130064 -3.1742e-06 -1.71299e-07 -2.56722e-06 -1.00041e-06 9.16629e-08 -8.06752e-06
internal_weight=0 53 3068 3041 3009 2989 2966 59 2907 2881 2849 54 2795 2775 2755 2731 75 2656 2632 2611 2589 2561 799 45 1762 754 731 1740 702 491
internal_count=3121 53 3068 3041 3009 2989 2966 59 2907 2881 2849 54 2795 2775 2755 2731 75 2656 2632 2611 2589 2561 799 45 1762 754 731 1740 702 491
is_linear=0
shrinkage=0.1


Tree=3897
num_leaves=31
num_cat=0
split_feature=132 1185 15 43 50 42 399 1213 133 42 484 1453 484 42 1455 1456 481 12 160 481 1456 160 1447 52 1447 13 480 16 480 160
split_gain=2.86826e-06 1.53279e-05 7.92663e-06 4.11642e-06 1.32673e-05 3.28485e-06 7.39294e-06 3.43507e-06 5.34637e-06 6.44994e-06 2.79943e-06 4.80981e-06 3.29792e-06 8.136e-06 4.6838e-06 5.00176e-06 4.07385e-06 2.21159e-05 3.39577e-05 1.36238e-05 7.75907e-06 5.28394e-06 4.26071e-06 1.29025e-05 1.04879e-05 1.40222e-05 1.04627e-05 1.942e-05 7.34074e-06 6.26922e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 -0.011694999999999999 0.10022000000000002 -0.074124999999999983 0.089300000000000004 0.085855000000000015 -0.37971999999999995 -0.010544999999999997 -0.52850499999999989 0.087805000000000008 0.17417500000000002 0.08623500000000002 -0.092919999999999989 0.11585000000000002 -0.087424999999999989 0.090840000000000018 -0.014214999999999998 -0.085629999999999984 -0.15308499999999997 -0.55323499999999981 -0.082344999999999988 0.2800700000000001 -0.086849999999999997 -0.082759999999999986 0.10272000000000002 -0.029084999999999996 0.084710000000000021 0.31396500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 7 8 -7 -10 -3 12 14 -14 -12 16 17 18 -16 -18 -21 -22 23 24 -23 -26 28 -28 29 -24
right_child=1 10 -4 4 -6 6 -8 -9 9 -11 11 -13 13 -15 15 -17 19 -19 -20 20 21 22 26 -25 25 -27 27 -29 -30 -31
leaf_value=2.5345254720090644e-05 8.5963015590095895e-05 -3.7064774769532963e-05 -6.3998274505138394e-05 3.0274728916473189e-05 -8.7442886147073303e-05 -2.2203694208569472e-05 -5.5919920734595511e-05 -2.53580791195418e-05 8.0261613620677961e-05 -4.9909322115127001e-08 3.5807438527282668e-05 3.5818596700808388e-05 -6.7559815412702537e-05 1.2461011081338966e-05 -0.00015165268785660209 -4.0619265904145631e-05 7.458103297039998e-05 6.5995929236080329e-05 6.0432411879042369e-06 -5.5035823315847665e-05 4.8660527776835647e-05 4.1484453397381865e-05 4.6185624464430415e-07 -8.9259401422515081e-05 -7.8520258278201398e-05 2.3465314482634242e-05 0.00012217527830216568 -1.3976521900489886e-05 -4.3685595404452683e-05 3.697459095140706e-05
leaf_weight=38 21 20 25 28 20 21 25 25 20 20 37 38 24 27 22 30 25 21 36 25 23 34 2314 21 28 26 20 22 37 48
leaf_count=38 21 20 25 28 20 21 25 25 20 20 37 38 24 27 22 30 25 21 36 25 23 34 2314 21 28 26 20 22 37 48
internal_value=0 8.38911e-07 -1.09549e-05 -4.22355e-06 -1.12903e-05 -3.33101e-07 -8.054e-06 5.86052e-06 1.8655e-05 4.01059e-05 2.17783e-07 4.78683e-07 2.47132e-09 -2.51958e-05 4.66579e-07 -1.2049e-08 4.38808e-07 -2.19353e-05 -5.37725e-05 1.11268e-06 4.05705e-07 9.44391e-07 5.1401e-07 -1.88298e-05 -2.0227e-06 -2.94161e-05 1.37778e-06 5.08577e-05 5.11525e-07 1.20386e-06
internal_weight=0 2899 222 197 159 139 111 86 61 40 2878 2858 2820 51 2769 2732 2702 79 58 2623 2598 2573 2550 109 88 54 2441 42 2399 2362
internal_count=3121 2899 222 197 159 139 111 86 61 40 2878 2858 2820 51 2769 2732 2702 79 58 2623 2598 2573 2550 109 88 54 2441 42 2399 2362
is_linear=0
shrinkage=0.1


Tree=3898
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 13 49 2 42 132 1208 1208 2 1210 42 1210 1210 1209 1209 131 3 3 3 41 33 1185 2 403 3 157 1
split_gain=2.99277e-06 8.74597e-05 5.00855e-05 8.01766e-06 4.21963e-06 4.9323e-06 3.44026e-06 1.40251e-05 3.98518e-06 2.74744e-06 4.8378e-06 2.84801e-05 5.93132e-06 1.84945e-05 4.97704e-06 4.51188e-06 6.55307e-06 4.91695e-06 3.51504e-06 3.10314e-06 1.68428e-05 8.96587e-06 7.26368e-06 1.32684e-05 6.97455e-06 1.09866e-05 6.96717e-06 2.02859e-05 1.12583e-05 2.34595e-05
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.087970000000000007 -0.051094999999999995 0.10084500000000002 0.089320000000000024 -0.058859999999999989 -0.21736499999999997 0.11846000000000001 0.098655000000000007 0.089775000000000008 -0.13847499999999999 0.094935000000000005 -0.090569999999999998 -0.083289999999999989 -0.087714999999999987 -0.074484999999999982 0.13834500000000002 -0.094299999999999981 -0.096099999999999977 -0.091869999999999993 0.08690500000000001 -1.0000000180025095e-35 0.085905000000000009 0.083865000000000009 0.084910000000000013 -0.14186499999999996 -0.04831499999999999 0.10337500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 8 -8 -6 10 12 -12 13 -4 -14 -16 -17 -18 19 20 26 -21 23 -23 -25 -26 28 -28 29 -19
right_child=2 -3 9 -5 5 -7 7 -9 -10 -11 11 -13 14 -15 15 16 17 18 -20 21 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=3.6420329176204788e-05 -0.00015116223195780717 0.0002003777444770094 -1.8251322089108052e-05 -6.5334247174968883e-05 -4.7937630552989202e-05 -5.3683599929042568e-05 7.8184679525541219e-05 -3.2354352333641147e-05 3.9398253231750348e-07 3.399066402683578e-05 5.1314493866811972e-05 -0.00011542478667771711 -4.7461182641034781e-05 0.00010862288811949839 4.3461028387052165e-05 5.5557519122625566e-05 -3.6238097010554111e-05 1.5609766079352186e-05 4.1754012272576801e-05 -5.2148696278371591e-05 8.0805156100942796e-05 7.1921289098099807e-05 -5.5822967199977337e-05 -2.2403076684776769e-06 9.2858572315890342e-05 -5.7259277617469288e-06 3.3948207293060078e-05 -9.6183637309877679e-05 1.4255641459063233e-05 -0.00010097341828441131
leaf_weight=24 22 22 27 23 24 21 22 24 59 24 20 21 22 20 24 21 38 45 20 35 29 25 24 2030 20 26 23 25 333 28
leaf_count=24 22 22 27 23 24 21 22 24 59 24 20 21 22 20 24 21 38 45 20 35 29 25 24 2030 20 26 23 25 333 28
internal_value=0 1.12724e-05 -8.50677e-07 -9.84596e-06 -2.51131e-06 -8.74037e-06 -1.42403e-06 2.05121e-05 -1.35814e-05 2.97537e-07 1.44011e-08 -3.40886e-05 5.11105e-07 3.57377e-05 -8.70346e-08 2.92511e-07 -8.81082e-08 -5.20747e-07 -1.10742e-08 -3.27117e-07 6.91901e-06 -1.94743e-06 -1.12059e-06 -4.95714e-07 -1.36779e-06 3.71369e-05 2.19941e-06 -3.38288e-05 6.4589e-06 -2.91071e-05
internal_weight=0 219 2902 197 174 150 129 46 83 2880 2856 41 2815 47 2768 2746 2722 2701 2663 2643 483 2160 2125 2101 2076 46 454 48 406 73
internal_count=3121 219 2902 197 174 150 129 46 83 2880 2856 41 2815 47 2768 2746 2722 2701 2663 2643 483 2160 2125 2101 2076 46 454 48 406 73
is_linear=0
shrinkage=0.1


Tree=3899
num_leaves=31
num_cat=0
split_feature=15 132 15 400 1211 15 15 2 1 131 481 4 4 133 15 3 15 1208 1210 13 394 484 14 142 11 484 2 160 52 1374
split_gain=2.86622e-06 7.33579e-05 9.76085e-05 1.318e-05 8.92134e-06 8.37331e-06 1.04028e-05 4.8416e-05 8.3647e-06 1.7168e-05 1.8455e-05 8.87514e-06 2.6764e-05 1.64691e-05 8.97694e-06 1.0678e-05 7.7462e-06 7.02546e-06 1.45459e-05 4.29247e-06 4.05361e-06 3.94177e-06 3.95236e-06 9.48817e-06 6.92279e-06 4.09395e-06 1.7255e-05 5.05289e-06 8.93494e-06 5.62138e-06
threshold=0.091650000000000023 -0.083284999999999984 0.092145000000000019 -0.060504999999999996 0.11013500000000002 0.093115000000000017 0.095575000000000007 0.092480000000000021 0.096575000000000008 0.08956500000000002 -0.073474999999999985 -0.07168999999999999 -0.077519999999999992 0.10397500000000001 0.11773500000000002 -0.067429999999999976 0.12961500000000001 0.10233500000000001 -0.14310999999999999 -0.068269999999999983 0.10276 -0.50340999999999991 0.083150000000000016 -0.057499999999999989 -0.014494999999999999 -0.23687999999999995 0.094095000000000012 0.11055500000000001 -0.080114999999999978 0.089635000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 17 -5 7 -7 9 10 -8 12 19 14 -13 -16 -10 18 -1 -12 21 -20 23 -23 -25 26 -26 29 -29 -27
right_child=1 2 3 5 -6 6 8 -9 16 -11 11 13 -14 -15 15 -17 -18 -19 20 -21 -22 22 -24 24 25 27 -28 28 -30 -31
leaf_value=-6.9298484173017528e-05 0.00016725546099931104 -0.00021841036548721606 8.4714109765454432e-05 -5.2585891033231748e-05 -5.2210178242763936e-05 -1.9016674973616505e-05 6.4670118521653906e-05 0.00017235309827810853 6.2927411181590284e-05 -7.8277332959846864e-05 4.4995572508404235e-05 2.4273899180116134e-05 -0.00010443415357097845 6.4967074267234943e-05 -9.2639183155066951e-05 5.0027222425255572e-06 1.5636233721731213e-06 4.7460486105895448e-05 -4.2960589929531456e-05 -1.4369374608138279e-05 3.6160012847782733e-05 6.3945268626095799e-05 -3.4820699290845148e-05 -5.6427748230899772e-05 -3.247596966750941e-05 -6.1611753566779029e-07 9.2769360112883583e-05 -6.3151285199664387e-05 1.3901686940732394e-05 3.3622176228423738e-05
leaf_weight=31 27 20 21 25 34 39 38 20 36 31 21 29 34 34 24 21 48 30 22 29 30 23 33 22 22 2245 22 34 27 49
leaf_count=31 27 20 21 25 34 39 38 20 36 31 21 29 34 34 24 21 48 30 22 29 30 23 33 22 22 2245 22 34 27 49
internal_value=0 6.96325e-06 -2.24503e-06 7.36232e-06 -1.31887e-06 3.57587e-06 7.05122e-06 4.58544e-05 4.15311e-07 -8.41823e-06 9.9756e-07 -1.16043e-05 -3.59829e-05 7.35686e-06 -1.91127e-05 -4.7073e-05 2.78624e-05 -6.50797e-07 -1.2146e-06 1.05639e-05 -3.80042e-07 -8.18698e-07 -4.44406e-07 1.97586e-08 -5.87547e-07 -7.54651e-08 3.01467e-05 -6.40125e-07 -2.90459e-05 1.15215e-07
internal_weight=0 497 470 450 2624 429 404 59 345 261 230 192 84 108 74 45 84 2590 2560 50 2529 2499 2477 2444 2421 2399 44 2355 61 2294
internal_count=3121 497 470 450 2624 429 404 59 345 261 230 192 84 108 74 45 84 2590 2560 50 2529 2499 2477 2444 2421 2399 44 2355 61 2294
is_linear=0
shrinkage=0.1


Tree=3900
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1213 11 33 142 147 147 1426 1348 1426 150 155 160 9 3 0 52 42 0 12 1429 52 1 1 1 0 43
split_gain=3.91657e-06 1.69074e-05 1.05192e-05 6.9633e-06 3.45962e-06 3.03578e-06 9.838e-06 3.62867e-06 3.83361e-06 7.45554e-06 4.73351e-06 5.14108e-06 4.81116e-06 4.52619e-06 4.42177e-06 4.18963e-06 3.90041e-06 1.05765e-05 4.35535e-06 6.1503e-06 5.04773e-06 4.92943e-06 2.47065e-05 4.7213e-06 1.00213e-05 3.97537e-06 2.23565e-05 2.11123e-05 1.73783e-05 1.68136e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.51370000000000016 -0.011194999999999998 -0.012019999999999998 -0.057499999999999989 0.099730000000000027 0.093875000000000014 -0.094284999999999994 0.085630000000000012 -0.052649999999999995 -0.15178999999999995 0.14547000000000002 0.51752500000000012 0.089995000000000006 -0.014944999999999998 0.13134000000000004 0.095415000000000014 0.082810000000000009 0.10455500000000001 0.094070000000000015 -0.069929999999999978 -0.085264999999999994 0.081670000000000006 0.079415000000000013 0.085475000000000009 -0.086834999999999982 0.060960000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 -7 -8 9 10 -9 12 -12 -14 15 16 18 -18 21 20 -20 23 -23 24 -15 26 -25 28 -27 -29
right_child=1 4 -4 -5 -6 6 7 8 -10 -11 11 -13 13 14 -16 -17 17 -19 19 -21 -22 22 -24 25 -26 27 -28 29 -30 -31
leaf_value=1.4473921427534978e-06 9.0382847589526576e-05 3.3410643923330273e-05 -7.3906470555812136e-05 -5.9474694890446874e-05 4.1774173637350033e-05 -6.4033157817296654e-05 -4.1148000309476633e-05 4.5834938108506006e-05 3.2998023553116385e-05 -5.3142991349047341e-05 -3.6662348073899499e-05 -4.3140919180789043e-05 4.6364982484771069e-05 6.8326687894647165e-05 4.6519151129316364e-05 3.8243495509959757e-05 -1.7031737934303239e-05 7.8959829263360672e-05 -2.814768912503496e-05 6.3833747786702592e-05 3.8356268539376164e-05 2.6356629721954838e-05 -0.00011811724365543343 5.293456648178244e-07 -2.0062850924897129e-05 -1.6582312849189701e-05 9.5978645316790803e-05 1.2888060224246935e-06 -0.00013297943913367699 -4.8368122447693561e-05
leaf_weight=176 21 27 25 21 20 24 21 23 36 26 34 27 22 29 21 29 24 22 25 25 21 29 20 1331 23 29 25 868 23 74
leaf_count=176 21 27 25 21 20 24 21 23 36 26 34 27 22 29 21 29 24 22 25 25 21 29 20 1331 23 29 25 868 23 74
internal_value=0 9.80289e-07 -1.28013e-05 -5.04684e-06 3.27942e-07 3.79054e-08 -2.80379e-07 2.6471e-07 5.76867e-07 1.52444e-07 6.61138e-07 2.76466e-07 7.14862e-07 1.19623e-06 8.16666e-07 4.47104e-07 2.02753e-08 2.88773e-05 -5.06062e-07 2.39103e-05 2.21281e-06 -1.21335e-06 -3.26123e-05 -5.72822e-07 2.92313e-05 -1.23232e-06 2.2891e-06 -6.03619e-06 -6.80657e-05 -2.61206e-06
internal_weight=0 2899 222 197 2878 2858 2831 2807 2786 2750 2724 2701 2674 2640 2618 2597 2568 46 2522 71 46 2451 49 2402 52 2350 1356 994 52 942
internal_count=3121 2899 222 197 2878 2858 2831 2807 2786 2750 2724 2701 2674 2640 2618 2597 2568 46 2522 71 46 2451 49 2402 52 2350 1356 994 52 942
is_linear=0
shrinkage=0.1


Tree=3901
num_leaves=31
num_cat=0
split_feature=1211 43 401 401 133 3 1210 1208 1208 1210 42 1213 4 1186 132 1203 1211 50 12 1213 403 52 1210 43 0 1210 403 13 16 2
split_gain=3.30046e-06 5.52589e-06 5.04951e-06 1.1167e-05 8.9531e-06 2.41396e-05 7.62139e-06 3.60594e-06 8.36043e-06 5.65936e-06 1.58842e-05 3.83614e-06 1.15276e-05 5.96959e-06 5.91789e-06 0.000136949 0.000127159 1.45393e-05 6.38005e-06 6.32961e-06 7.5975e-06 4.72014e-06 3.6075e-06 1.92475e-05 3.6647e-05 7.00198e-06 3.63615e-06 1.54814e-05 2.20524e-05 1.36209e-05
threshold=0.11716500000000001 0.062770000000000006 -0.46360499999999999 -0.06959499999999999 0.51114000000000004 -0.085709999999999995 0.24726500000000004 0.10837500000000001 0.098655000000000007 -0.13847499999999999 0.094935000000000005 0.11076500000000002 -0.080584999999999976 -0.10142499999999997 -0.083284999999999984 0.089480000000000018 0.092860000000000012 0.093975000000000017 0.110195 0.093235000000000026 -0.5335399999999999 0.087435000000000013 -0.077744999999999995 -0.0047449999999999992 -0.083264999999999992 -0.059899999999999995 0.085640000000000008 -0.0065549999999999992 -0.088394999999999987 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 7 8 9 10 -5 13 -13 -11 15 17 19 18 21 20 -16 -15 23 24 -22 -24 -27 -28 -29 -30
right_child=1 -3 3 4 5 -7 -8 -9 -10 11 -12 12 -14 14 16 -17 -18 -19 -20 -21 22 -23 25 -25 -26 26 27 28 29 -31
leaf_value=-4.3482391063460255e-05 4.9879177282546704e-05 -1.673504553082239e-05 5.3120691149953742e-05 -1.5986995788774005e-05 3.0650865457053963e-05 -0.00011924114885253156 5.6045761342223467e-05 3.8903569783661113e-05 -6.09000890740983e-05 4.8213425718131477e-05 0.00010159318539081143 -7.3355766865764363e-05 1.9934911856230781e-05 1.192095455085759e-06 -5.5492523657449058e-05 0.00026386855480268421 -0.00024721923535772866 -9.0312053364305906e-05 3.7362242779415806e-05 4.895463914111203e-05 -0.00011786616221797885 -4.0905560259045905e-05 -5.8242347516906679e-05 9.7521465479234317e-05 5.6888312822896603e-05 -1.4582699812303433e-06 3.2874990937901868e-05 -0.00011076263545830792 -5.7377037283004032e-05 4.5052369485445625e-05
leaf_weight=27 33 20 39 27 21 22 24 23 23 25 20 27 26 84 25 20 21 21 33 26 20 39 21 23 30 2189 134 21 20 37
leaf_count=27 33 20 39 27 21 22 24 23 23 25 20 27 26 84 25 20 21 21 33 26 20 39 21 23 30 2189 134 21 20 37
internal_value=0 2.47417e-05 -4.27419e-07 -4.51485e-08 -7.35844e-07 -4.60381e-05 -7.75149e-08 -5.36445e-07 -8.47956e-07 -3.69867e-07 3.40471e-05 -9.39043e-07 -2.75905e-05 -4.32579e-07 -8.72575e-07 1.58304e-05 -2.15442e-06 -1.21965e-05 -1.68094e-06 -1.33065e-07 -6.39526e-07 -1.21559e-05 -8.98966e-08 2.18126e-05 -1.30135e-05 -7.50046e-07 -2.47198e-07 1.22577e-05 -2.31618e-05 9.11223e-06
internal_weight=0 53 3068 3041 3002 43 2959 2935 2912 2889 47 2842 53 2789 2764 197 2567 177 156 2546 2520 123 2495 73 50 2422 2401 212 78 57
internal_count=3121 53 3068 3041 3002 43 2959 2935 2912 2889 47 2842 53 2789 2764 197 2567 177 156 2546 2520 123 2495 73 50 2422 2401 212 78 57
is_linear=0
shrinkage=0.1


Tree=3902
num_leaves=31
num_cat=0
split_feature=132 1203 399 393 1213 1208 1208 1208 1210 1213 1209 403 0 1209 401 0 4 133 1213 1212 133 2 3 128 1 14 13 43 12 130
split_gain=4.01317e-06 2.03938e-05 1.4079e-05 5.34009e-06 2.86831e-06 2.75211e-06 8.1713e-06 8.39885e-06 4.84302e-06 1.65421e-05 3.21623e-06 6.09478e-06 4.40342e-05 8.18589e-06 4.21815e-06 1.72881e-05 1.17121e-05 9.05292e-06 7.05081e-06 7.36619e-06 3.86184e-06 8.44361e-06 3.78073e-06 1.17407e-05 2.15612e-05 1.21139e-05 1.14093e-05 1.75601e-05 1.25911e-05 1.06934e-05
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.10992000000000002 0.51370000000000016 0.12461500000000002 0.10837500000000001 0.098655000000000007 -0.13847499999999999 -0.083944999999999978 -0.087714999999999987 -0.52800499999999995 -0.086234999999999992 -0.067109999999999989 -1.0000000180025095e-35 -0.072594999999999979 -0.077834999999999988 0.50628500000000021 0.14530000000000001 0.10321500000000002 0.15630500000000003 0.090425000000000019 -0.094874999999999987 0.085955000000000018 0.091900000000000023 0.080160000000000023 0.11217000000000001 -0.09002499999999998 0.097825000000000009 0.095135000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 -2 -10 12 -12 -13 15 16 -15 18 19 20 22 -22 23 25 -25 26 -16 28 -28 -24
right_child=2 -3 -4 -5 -6 -7 -8 -9 10 -11 11 13 -14 14 17 -17 -18 -19 -20 -21 21 -23 29 24 -26 -27 27 -29 -30 -31
leaf_value=-3.3350941836887409e-06 0.00010132387753401418 -0.0001093416419462301 6.1447079688629227e-05 -5.131562322276296e-05 3.8275068518487388e-05 -3.6692695866804575e-05 6.2679320953542458e-05 -6.0113100081925154e-05 3.0579382997958048e-05 -1.8666778042744327e-05 5.5205297870158509e-05 5.8420859174172318e-05 -0.00013263450916080428 -3.5911863960791379e-05 8.5066394727668405e-08 -8.1122493188999107e-05 6.3949432599959741e-05 5.0962091440201877e-05 -4.7645567223474749e-05 4.589397831296083e-05 -7.7859689772594729e-05 8.5657108474361644e-06 -3.0812671394763111e-07 0.00013368158592129477 -1.315580071604927e-05 -5.2757477460545496e-05 -3.647140561392567e-05 0.00011895119852686715 6.3972606646226868e-05 -4.2517379666429819e-05
leaf_weight=196 20 20 38 20 20 20 21 23 34 27 26 24 24 23 294 31 24 35 31 35 20 26 1880 20 20 35 26 22 24 62
leaf_count=196 20 20 38 20 20 20 21 23 34 27 26 24 24 23 294 31 24 35 31 35 20 26 1880 20 20 35 26 22 24 62
internal_value=0 -1.31505e-05 9.77805e-07 1.76329e-07 5.38056e-07 2.71081e-07 5.34449e-07 6.60206e-08 5.66969e-07 3.23931e-05 1.62224e-08 -3.7123e-07 -3.49578e-05 2.8581e-07 -2.49175e-07 -2.31536e-05 1.50811e-05 4.5697e-07 -2.51518e-07 3.44754e-07 -3.11575e-07 -2.90106e-05 2.42413e-07 8.60097e-06 6.02629e-05 3.44766e-06 8.82246e-06 4.45002e-05 1.17417e-05 -1.65569e-06
internal_weight=0 216 2905 2867 2847 2827 2807 2786 2763 47 2716 2682 50 2632 2608 78 47 2530 2495 2464 2429 46 2383 441 40 401 366 72 50 1942
internal_count=3121 216 2905 2867 2847 2827 2807 2786 2763 47 2716 2682 50 2632 2608 78 47 2530 2495 2464 2429 46 2383 441 40 401 366 72 50 1942
is_linear=0
shrinkage=0.1


Tree=3903
num_leaves=31
num_cat=0
split_feature=1211 15 403 1213 3 1212 399 42 399 12 394 393 399 129 160 15 1213 2 1212 1213 401 403 403 43 42 133 1208 1210 479 482
split_gain=3.35606e-06 1.48548e-05 1.86164e-05 1.7663e-05 1.63351e-05 2.28503e-05 6.09674e-06 1.29685e-05 4.85278e-06 4.25038e-06 3.01688e-06 3.38535e-06 3.19189e-06 3.47182e-06 2.9261e-06 3.39542e-06 1.71889e-05 2.38899e-05 1.53064e-05 3.88789e-05 2.15979e-05 1.44697e-05 1.44628e-05 1.29763e-05 4.12688e-05 2.34772e-05 1.0241e-05 2.59496e-05 1.14472e-05 1.0904e-05
threshold=0.087635000000000005 0.083935000000000023 -0.074254999999999988 0.048980000000000003 -0.08323499999999999 0.11796000000000001 0.091895000000000018 -0.031659999999999994 0.08845500000000002 0.09474500000000001 -0.15150999999999998 0.10159000000000001 0.085130000000000011 -0.082304999999999975 0.62940000000000007 0.087575000000000014 0.031805000000000007 0.086000000000000007 -0.089544999999999986 -0.41330499999999998 0.094270000000000007 0.05728500000000001 -0.53255499999999989 0.055925000000000009 0.09796500000000001 0.41553500000000004 0.10233500000000001 -0.064799999999999983 0.10061500000000002 0.11191500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -4 -6 8 9 10 -8 -1 12 13 -12 15 22 18 -18 19 -17 21 23 -15 25 -25 26 27 -20 29 -29
right_child=1 2 4 -5 5 -7 7 -9 -10 -11 11 -13 -14 14 -16 16 17 -19 20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-3.2500103996677234e-05 -4.9788787572620569e-05 0.00015221635636407881 -6.8933008384666888e-05 1.9314018622935694e-05 9.1606133185753919e-05 -3.2877461035241143e-05 -3.2873264462978116e-05 -8.5950310256941112e-05 4.2988003399211897e-05 2.7949446707174905e-05 3.7757800176526267e-05 3.1283051983082794e-05 -3.2905731034891995e-05 -6.5806128675051571e-05 -3.7627072119253824e-05 -1.7639177021919752e-05 0.00014053523015966429 -1.053703894845407e-06 -9.1709878441698884e-05 0.00016235819619396353 -9.4254224852193148e-05 -6.0019454799152707e-05 -9.8558275895111854e-07 -9.470038517065406e-06 0.00016646071522700368 -9.6590667514343898e-05 6.1474238124598437e-05 2.072653644674352e-05 -5.111923266416978e-05 -4.9697148475994861e-05
leaf_weight=29 29 20 23 20 30 29 20 26 26 27 24 34 30 35 21 30 22 26 28 20 25 36 2082 40 20 24 30 262 29 24
leaf_count=29 29 20 23 20 30 29 20 26 26 27 24 34 30 35 21 30 22 26 28 20 25 36 2082 40 20 24 30 262 29 24
internal_value=0 1.45431e-05 2.98351e-05 8.57652e-05 2.55218e-06 3.04193e-05 -7.394e-07 -2.92813e-05 -2.01865e-08 2.06744e-06 -4.09672e-07 -8.22186e-08 -4.61998e-07 -1.11633e-07 -4.4165e-07 -1.55922e-07 6.37835e-06 6.38412e-05 1.52233e-06 5.43598e-05 -3.57781e-06 1.02039e-06 -2.05725e-06 5.82878e-06 4.91735e-05 -7.22071e-07 5.44642e-06 5.46025e-07 8.74655e-06 1.48169e-05
internal_weight=0 151 122 40 82 59 2970 73 2897 47 2871 2842 2808 2778 2754 2733 616 48 568 50 518 493 2117 457 60 397 373 343 315 286
internal_count=3121 151 122 40 82 59 2970 73 2897 47 2871 2842 2808 2778 2754 2733 616 48 568 50 518 493 2117 457 60 397 373 343 315 286
is_linear=0
shrinkage=0.1


Tree=3904
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 40 120 133 43 13 4 15 16 16 12 43 0 2 43 4 43 401 3 401 394 10 16 3 33 45 133
split_gain=3.06146e-06 1.17346e-05 8.89442e-06 2.88372e-06 5.65079e-06 3.80836e-06 3.02304e-06 7.10259e-06 1.35823e-05 1.04966e-05 1.12983e-05 1.64715e-05 8.32757e-06 7.70486e-06 6.0232e-06 2.46687e-05 7.29839e-06 7.10893e-06 2.83098e-05 1.19197e-05 9.39042e-06 7.1481e-06 7.09018e-06 6.2284e-06 4.6681e-06 1.90399e-05 3.46997e-05 6.84707e-06 5.21661e-06 4.58538e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.14032999999999998 -0.011694999999999999 -0.011914999999999999 0.181285 0.084370000000000014 -0.093244999999999981 -0.085589999999999986 0.087765000000000024 0.084740000000000024 -0.097274999999999986 0.11585500000000001 0.055925000000000009 -0.073934999999999987 0.05259500000000001 -0.41128499999999996 -0.078244999999999995 -0.099524999999999988 0.0066850000000000008 -0.011559999999999999 -0.056919999999999991 -0.00083499999999999991 -1.0000000180025095e-35 0.094030000000000016 -0.10066499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 7 -6 9 10 11 -9 13 -12 17 -16 -17 19 21 20 -8 -19 -22 24 25 26 -24 -26 29 -29
right_child=1 3 -4 4 5 -7 14 8 -10 -11 12 -13 -14 -15 15 16 -18 18 -20 -21 22 -23 23 -25 27 -27 -28 28 -30 -31
leaf_value=-3.7135590884607848e-06 7.5347835358808801e-05 3.5590393168683438e-05 -6.4004955205681268e-05 -5.2928841359971567e-05 5.6348048083994709e-05 4.1857177761399231e-05 6.3387447912448459e-05 0.00012478400555361686 -5.0648198177097244e-05 -4.1108875087013954e-05 -4.773948881351813e-05 1.3637242712623752e-05 5.3127191176827185e-05 2.1126881381405838e-05 -0.00011579687947549087 2.5786044473837441e-05 -4.0846168296411639e-05 2.2542274066085078e-05 0.00012197137617951503 -7.7723331924062225e-05 -5.8666318641155078e-05 -5.9200734312980785e-05 2.6535598334629795e-06 -5.4517384532595144e-05 5.2089469010332743e-05 4.3619988284639289e-05 -0.00015828727454867303 -4.2409768866491504e-05 -3.9611280453755174e-05 1.5427630624040524e-06
leaf_weight=194 21 23 28 20 30 22 23 24 37 27 33 30 26 32 23 48 25 23 23 20 21 20 37 21 26 29 21 24 32 2158
leaf_count=194 21 23 28 20 30 22 23 24 37 27 33 30 26 32 23 48 25 23 23 20 21 20 37 21 26 29 21 24 32 2158
internal_value=0 8.66698e-07 -1.13179e-05 3.23229e-07 3.91149e-08 4.12787e-07 8.86569e-08 1.08469e-05 4.31567e-06 1.61393e-05 2.67993e-05 6.30358e-05 5.29631e-06 -1.3836e-05 -9.10266e-07 -2.5487e-05 2.96679e-06 4.18597e-08 3.24212e-05 -8.44142e-07 -2.0134e-07 -1.54777e-05 -8.18707e-07 -3.0133e-07 1.87942e-07 -2.25388e-05 -5.56181e-05 1.07063e-06 4.71494e-07 1.05933e-06
internal_weight=0 2899 222 2878 2855 2835 2813 239 209 172 145 54 91 65 2574 96 73 2478 66 2412 2392 43 2369 2348 2327 87 58 2240 2214 2182
internal_count=3121 2899 222 2878 2855 2835 2813 239 209 172 145 54 91 65 2574 96 73 2478 66 2412 2392 43 2369 2348 2327 87 58 2240 2214 2182
is_linear=0
shrinkage=0.1


Tree=3905
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 4 12 130 130 1203 399 11 33 10 16 16 16 31 39 1 44 1456 159 1 13 9 149 13 1429 153 156
split_gain=2.7256e-06 8.26824e-05 5.46951e-05 1.46206e-05 2.65136e-06 3.50853e-06 3.34107e-06 3.53818e-06 3.75389e-06 2.72753e-06 2.45612e-06 9.29073e-06 3.82379e-06 4.70193e-05 3.37261e-05 5.08483e-06 4.45393e-06 8.97999e-06 4.17532e-06 2.97529e-06 4.05838e-06 1.04107e-05 3.64769e-06 7.37463e-06 5.09454e-06 4.55919e-06 1.11461e-05 3.739e-06 5.47282e-06 5.53521e-06
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.11275500000000001 0.10911500000000002 0.11417500000000001 -0.016449999999999996 0.084795000000000023 0.08845500000000002 -0.011194999999999998 -0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 -0.084119999999999986 -0.40995499999999996 -1.0000000180025095e-35 0.091400000000000009 0.15618500000000002 0.084760000000000016 0.11585000000000002 0.097495000000000012 0.13756000000000004 -0.07965499999999999 0.085355000000000014 0.080895000000000009 -0.081829999999999986 0.11475 1.0000000180025095e-35 0.3248100000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 -1 9 -9 -4 -12 13 14 15 -13 17 -14 19 20 22 -22 24 -24 25 27 -27 28 29 -18
right_child=2 -3 10 -5 -6 -7 -8 8 -10 -11 11 12 16 -15 -16 -17 18 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.3312005396292079e-05 -0.00015788796826282951 0.00020457635921047768 3.0407188158413328e-05 -8.9811850566547951e-05 -3.1357619696129167e-05 3.3964821627843333e-05 -3.6229794856505276e-05 -2.0025709398816198e-05 5.0810150898304644e-05 2.9094703459122689e-05 -6.1852250117529678e-05 -8.5540254253939525e-06 -7.8525403395837036e-05 0.00010830829293505911 -0.00013802849821786367 5.2948938609915785e-05 1.861573103633216e-06 1.5102484176168219e-05 -4.3026131978959626e-05 2.9271326376248101e-05 -7.7978461393451485e-05 2.1708268232032427e-05 -6.4921422908182965e-06 6.9332213752204555e-05 -4.1383377149408072e-05 1.0180218995283841e-05 -8.6858711820241301e-05 3.5338089585934543e-05 -4.561530942737591e-05 -5.096882494399324e-05
leaf_weight=30 22 20 27 20 23 33 24 26 23 20 24 41 21 39 20 20 2361 20 22 36 22 20 29 23 29 29 20 32 25 20
leaf_count=30 22 20 27 20 23 33 24 26 23 20 24 41 21 39 20 20 2361 20 22 36 22 20 29 23 29 29 20 32 25 20
internal_value=0 1.07575e-05 -8.11817e-07 -8.72181e-06 3.38535e-07 5.01169e-06 -2.75623e-06 5.35858e-06 1.7824e-05 1.33099e-06 3.8807e-07 1.03978e-07 6.29587e-07 1.80976e-05 -2.53371e-05 1.16109e-05 -1.44192e-07 -3.28533e-05 3.58459e-07 7.19177e-07 3.25355e-07 -3.05086e-05 8.29648e-07 2.70456e-05 2.87825e-07 7.73738e-07 -2.94275e-05 1.38074e-06 9.291e-07 1.41781e-06
internal_weight=0 219 2902 199 179 156 123 99 69 46 2880 2853 2829 120 81 61 2709 41 2668 2646 2610 42 2568 52 2516 2487 49 2438 2406 2381
internal_count=3121 219 2902 199 179 156 123 99 69 46 2880 2853 2829 120 81 61 2709 41 2668 2646 2610 42 2568 52 2516 2487 49 2438 2406 2381
is_linear=0
shrinkage=0.1


Tree=3906
num_leaves=31
num_cat=0
split_feature=156 16 1 474 15 15 15 9 484 12 4 2 4 3 13 34 52 15 124 42 133 15 16 13 2 390 132 12 2 4
split_gain=3.03278e-06 3.73235e-06 7.82374e-06 6.14595e-06 3.72737e-06 3.84792e-05 1.46446e-05 1.3713e-05 9.849e-06 3.0543e-05 1.0064e-05 4.27005e-05 4.19859e-05 1.12873e-05 9.30773e-06 9.7505e-06 9.26168e-06 9.01189e-06 7.56977e-06 1.14597e-05 9.98585e-06 6.59041e-06 4.28037e-05 6.38431e-06 5.9964e-06 5.77084e-06 5.30539e-06 1.09769e-05 1.51043e-05 1.25577e-05
threshold=0.32523500000000005 0.63636000000000015 0.10752500000000002 0.12103000000000001 -0.10203999999999998 -0.099734999999999976 -0.10469999999999999 0.08925000000000001 0.10126500000000001 0.11527000000000001 0.053180000000000012 1.0000000180025095e-35 0.10528000000000001 -0.071329999999999991 -0.085584999999999981 -0.010024999999999997 -0.0027449999999999996 -0.096999999999999989 -0.080874999999999989 0.093505000000000019 -1.0000000180025095e-35 -0.094549999999999981 -0.095094999999999985 -0.17933499999999997 0.095040000000000013 0.087590000000000015 0.094155000000000016 0.086565000000000017 0.082850000000000021 -0.078439999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 8 17 9 10 11 -1 -12 16 18 -16 -13 -7 -14 20 -20 22 -19 -22 -15 26 -23 -28 -29 -30
right_child=-2 2 -4 -5 5 7 -8 -9 -10 -11 12 13 14 24 15 -17 -18 21 19 -21 23 25 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.00015641087038602565 3.7874324369199927e-05 1.5402443295897683e-05 -7.1015814186962828e-05 5.5402909124495645e-05 -0.0001278491615569995 -5.3286928789130991e-05 8.3694858130911601e-05 7.162602726898863e-05 -6.0180918175636023e-05 0.00011927559524970686 0.00015129892817640213 -3.2266356492015047e-06 -2.1323736294220908e-05 -7.9371758911293003e-05 -7.7702878548907827e-05 -4.8886575891751949e-06 6.7891548945529689e-05 0.00014089529992512934 -3.1692404771657212e-05 9.0352103170179937e-05 1.1806923521362479e-05 -3.1925102429815198e-06 -5.6571166145579849e-05 8.5781678717467005e-05 -5.9090937138535079e-06 4.0794645406094789e-05 6.1904683314377258e-05 -6.6403965292220865e-05 7.2589479411059685e-05 -8.6559856422004842e-06
leaf_weight=20 21 20 22 20 24 33 24 26 23 23 20 47 32 20 21 148 30 21 29 27 28 2195 23 20 25 32 39 26 30 52
leaf_count=20 21 20 22 20 24 33 24 26 23 23 20 47 32 20 21 148 30 21 29 27 28 2195 23 20 25 32 39 26 30 52
internal_value=0 -2.5657e-07 -2.98643e-05 1.50076e-07 -2.13669e-07 -1.83674e-06 7.34555e-06 -6.15788e-07 3.77365e-06 6.7756e-06 1.23492e-06 -2.09738e-05 1.09384e-05 1.22895e-06 1.73447e-06 -1.39366e-05 2.44817e-05 -1.38212e-06 2.12081e-05 3.42948e-05 1.46383e-05 -6.73744e-07 3.76742e-05 4.26297e-05 -3.85592e-05 -1.38449e-06 -1.96081e-06 1.6431e-05 9.9077e-09 2.1068e-05
internal_weight=0 3100 42 3058 3038 2501 537 2477 513 490 467 142 325 122 305 169 77 2451 136 104 77 2418 44 48 45 2374 2342 147 108 82
internal_count=3121 3100 42 3058 3038 2501 537 2477 513 490 467 142 325 122 305 169 77 2451 136 104 77 2418 44 48 45 2374 2342 147 108 82
is_linear=0
shrinkage=0.1


Tree=3907
num_leaves=31
num_cat=0
split_feature=160 483 479 479 132 1203 393 50 481 481 484 0 481 3 1447 1447 45 11 33 1456 481 0 154 49 1429 160 1374 12 12 4
split_gain=3.06895e-06 3.76649e-06 4.009e-06 4.26812e-06 3.18493e-06 8.31925e-05 4.76972e-05 1.43802e-05 3.22258e-06 5.39264e-06 5.16713e-05 1.61492e-05 5.90296e-06 2.15838e-05 4.67059e-06 5.02752e-06 4.20549e-06 1.98742e-05 7.61666e-06 3.42221e-06 3.2303e-06 8.8384e-06 4.43998e-06 4.59957e-06 1.90129e-05 1.90623e-05 4.66724e-05 2.13861e-05 2.5582e-05 1.76198e-05
threshold=0.62940000000000007 -0.47181499999999993 0.10769500000000001 0.098035000000000011 -0.083284999999999984 0.089480000000000018 0.12679500000000002 0.087730000000000016 -0.16223499999999996 -0.086484999999999992 -0.081614999999999979 -0.086729999999999988 -0.081434999999999994 -0.085709999999999995 -0.086849999999999997 -0.084149999999999989 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.12676500000000004 -0.050084999999999991 -0.082284999999999983 1.0000000180025095e-35 0.096415000000000015 0.083985000000000018 -0.085764999999999994 0.079875000000000015 0.090455000000000021 0.099100000000000008 -0.0043399999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 8 -3 -6 10 11 -10 13 -11 -14 -16 17 -17 -19 20 21 -20 23 -22 25 29 27 -27 -29 -25
right_child=-2 2 -4 -5 6 -7 -8 -9 9 12 -12 -13 14 -15 15 16 -18 18 19 -21 22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=4.3514248754945587e-05 -3.8099473039481035e-05 1.3026056440785451e-06 -3.1474882127042748e-05 4.6434736450464701e-05 -3.2302197068929673e-05 0.00020084535342800253 -0.00015468728619453035 -8.2977747692696197e-05 3.1816331844311214e-05 -8.561366004428375e-05 0.00016408060456342356 -8.0748777243290826e-05 3.693193376290895e-05 3.3755803334705504e-05 -4.1988427489871232e-05 8.8078410191463687e-05 -3.3321503077685421e-05 -5.5868291701699492e-05 7.4519035247662532e-05 -3.6072315466299184e-05 1.7032756002840909e-06 -4.7508174014719543e-06 4.5251174072869947e-05 0.00010532447709660378 6.9167705029170838e-05 1.3883638855945307e-05 -0.00017849872558144855 -0.0001099037732707248 4.6780473244975184e-07 -2.4216281599365177e-05
leaf_weight=20 21 169 40 20 30 21 20 23 25 33 20 26 35 28 28 26 36 24 22 25 2097 39 22 21 26 99 20 42 42 21
leaf_count=20 21 169 40 20 30 21 20 23 25 33 20 26 35 28 28 26 36 24 22 25 2097 39 22 21 26 99 20 42 42 21
internal_value=0 2.58084e-07 -2.28004e-08 3.91043e-07 8.61177e-08 1.18751e-05 -8.08454e-07 -8.79348e-06 2.95808e-07 6.5052e-07 2.78528e-05 -2.55698e-05 -6.85293e-08 -3.08211e-05 6.46102e-07 1.55753e-07 6.16345e-07 1.10002e-06 1.95445e-07 7.38874e-07 1.11434e-06 2.38383e-05 5.34361e-07 1.18917e-07 -1.21409e-05 -2.07695e-05 -3.34572e-05 -1.76056e-05 -5.4718e-05 4.05541e-05
internal_weight=0 3100 3080 3040 3020 213 2807 192 2787 2757 71 51 2686 61 2625 2590 2562 2526 2500 2476 2451 61 2390 2368 271 245 203 183 84 42
internal_count=3121 3100 3080 3040 3020 213 2807 192 2787 2757 71 51 2686 61 2625 2590 2562 2526 2500 2476 2451 61 2390 2368 271 245 203 183 84 42
is_linear=0
shrinkage=0.1


Tree=3908
num_leaves=31
num_cat=0
split_feature=132 1185 1203 151 51 1375 1373 13 160 151 43 2 42 447 151 151 0 448 1373 457 457 48 150 150 49 151 49 2 0 34
split_gain=3.16805e-06 1.67621e-05 9.83891e-06 3.15107e-06 1.34816e-05 2.94581e-05 1.51607e-05 1.30857e-05 1.73344e-05 8.62655e-06 6.9887e-06 1.07687e-05 7.72021e-06 5.01235e-06 4.31861e-06 7.70438e-06 6.09951e-06 5.63295e-06 4.84401e-06 1.61291e-05 1.04875e-05 6.46362e-06 4.42855e-06 1.4246e-05 5.79051e-06 7.07568e-06 1.2727e-05 1.37824e-05 1.06929e-05 6.70663e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.088279999999999983 -0.085604999999999987 -0.15308499999999997 1.0000000180025095e-35 0.056795000000000005 0.08443500000000001 -0.08688499999999999 -0.090299999999999991 0.10699500000000002 0.084435000000000024 0.095485000000000014 -0.085134999999999975 -0.083919999999999981 -0.085754999999999984 -0.076874999999999985 1.0000000180025095e-35 -0.085769999999999999 0.31508000000000008 -0.084964999999999985 0.092390000000000014 0.098740000000000008 -0.0087849999999999977 -0.080454999999999985 -0.079429999999999987 0.090050000000000005 -0.10011499999999998 -0.057544999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 7 8 10 -5 -7 12 -12 14 16 -16 -11 -17 20 -20 21 -19 24 -24 25 -23 27 -27 -29 -26
right_child=1 3 -4 9 5 6 -8 -9 -10 13 11 -13 -14 -15 15 17 -18 18 19 -21 -22 22 23 -25 29 26 -28 28 -30 -31
leaf_value=-3.679616495038574e-06 8.9899124404404409e-05 -5.8002650977869054e-05 -6.808924171545423e-05 -6.1725855567087631e-05 0.00012645154303121987 5.9708621226188063e-05 -6.4341603977551972e-05 -5.1733016453394874e-05 0.00010155699198582659 6.3999829602835235e-05 -6.283956475052602e-05 4.806243781911627e-05 1.1467094386548357e-05 -5.0085519360436601e-05 -4.8389598448535031e-05 4.1287948138371132e-05 -8.1965043632821611e-06 -5.6806978386703127e-05 -2.9714311364971638e-05 9.2809042292752903e-05 -6.2864223339905353e-05 2.2523940110512479e-05 9.3764593328246742e-05 3.3185009598645253e-06 3.4143321600226797e-05 -6.1871336796567419e-05 -8.1647388355382384e-05 -2.9175443077375263e-05 6.3987529834516209e-05 -3.3418674764446836e-07
leaf_weight=195 21 25 27 23 23 24 26 23 27 25 29 29 27 20 33 33 22 20 21 22 27 31 21 102 58 31 35 22 28 2071
leaf_count=195 21 25 27 23 23 24 26 23 27 25 29 29 27 20 33 33 22 20 21 22 27 31 21 102 58 31 35 22 28 2071
internal_value=0 8.81662e-07 -1.15132e-05 2.32125e-07 1.13807e-05 1.972e-05 6.4507e-06 1.80268e-05 2.98244e-05 -7.4996e-07 1.20558e-05 -1.39912e-06 -2.70131e-05 -2.15083e-07 1.6824e-07 -3.8431e-07 3.02058e-05 2.43833e-07 -3.00344e-07 3.29721e-05 -8.85264e-07 -1.93477e-07 2.78499e-07 1.87605e-05 -7.2031e-07 -1.99159e-05 -3.12576e-05 -9.4842e-06 2.29958e-05 6.05078e-07
internal_weight=0 2899 222 2878 233 208 185 159 136 2645 109 85 56 2622 2602 2555 47 2522 2489 43 2446 2419 2399 123 2276 147 116 81 50 2129
internal_count=3121 2899 222 2878 233 208 185 159 136 2645 109 85 56 2622 2602 2555 47 2522 2489 43 2446 2419 2399 123 2276 147 116 81 50 2129
is_linear=0
shrinkage=0.1


Tree=3909
num_leaves=31
num_cat=0
split_feature=1211 1203 43 43 43 1212 1186 393 403 13 130 2 16 4 403 130 43 16 43 1210 0 1210 3 401 15 4 42 133 4 0
split_gain=3.02711e-06 1.42579e-05 1.52249e-05 1.46122e-05 6.87215e-06 1.04728e-05 4.77476e-06 4.12117e-06 2.92476e-06 8.01329e-06 1.85983e-05 1.98859e-05 1.60732e-05 1.59961e-05 2.57415e-05 1.11265e-05 7.76934e-06 6.50823e-06 6.13839e-06 3.11085e-05 1.78974e-05 1.3318e-05 4.33953e-05 1.17177e-05 1.35754e-05 2.43733e-05 2.5688e-05 1.16698e-05 7.34222e-06 1.12984e-05
threshold=0.087635000000000005 0.089480000000000018 -0.0087399999999999995 -0.0017249999999999998 0.066275000000000014 0.11387000000000001 -0.10142499999999997 0.11213000000000002 0.085855000000000015 -0.010094999999999998 0.0016050000000000003 0.090425000000000019 -0.077589999999999978 -0.078439999999999996 0.24690500000000001 0.10797500000000002 -0.00088499999999999983 -0.11118499999999999 0.0034250000000000005 -0.064799999999999983 -0.13843999999999998 -0.13847499999999999 -0.082879999999999995 -0.06959499999999999 0.090750000000000011 -0.072334999999999997 0.091465000000000005 0.0068000000000000014 -0.081984999999999988 -0.097024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -5 -1 8 18 13 11 12 -11 14 -10 -12 -15 -18 21 -20 -21 22 -8 -22 27 -26 -27 28 -25 -30
right_child=1 -3 3 4 -6 -7 7 -9 9 10 15 -13 -14 16 -16 -17 17 -19 19 20 23 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-4.3368015814429297e-05 -7.436229464755942e-05 9.0266261915011075e-05 8.9632445385425614e-05 -6.7645832008076049e-05 4.3737934474089951e-05 1.5643382094923354e-05 -4.4554332734233782e-05 4.2793733783500191e-05 0.00015515043937955938 -0.00014561565010146957 7.7995973021773222e-05 2.4647297435037147e-05 -2.1750568375864535e-05 -3.4051259315578806e-05 9.7742670889068722e-06 -1.8295738707473945e-05 -8.5798507209420359e-06 5.675649210994986e-05 -0.00013184411393359327 -8.626370902745224e-05 6.7213064676252548e-05 -7.9676485958401783e-07 0.00015406651833803733 -4.0123679585720802e-05 4.7469806178837434e-05 -2.1157322577588882e-05 -0.00016536217778290546 6.2629830495097849e-05 -4.1210262646826678e-05 2.3051194036445836e-05
leaf_weight=26 22 21 22 26 24 36 22 22 21 22 28 26 20 38 29 21 31 30 21 26 24 2246 22 41 21 30 21 32 36 114
leaf_count=26 22 21 22 26 24 36 22 22 21 22 28 26 20 38 29 21 31 30 21 26 24 2246 22 41 21 30 21 32 36 114
internal_value=0 1.3812e-05 1.46172e-06 1.69074e-05 -1.69674e-06 -1.92844e-05 -7.02227e-07 -3.25423e-07 -6.50071e-07 9.34713e-06 -1.02397e-05 -4.40842e-05 -8.66323e-05 2.47274e-05 7.08323e-05 3.67281e-05 1.44214e-06 2.35528e-05 -1.6513e-06 -1.36764e-05 -6.48363e-06 2.70626e-07 5.47561e-05 1.88227e-08 -5.44783e-06 -4.32008e-05 -8.05358e-05 6.74148e-06 -2.62201e-06 7.62844e-06
internal_weight=0 151 130 108 86 62 2970 2944 2922 266 117 68 42 149 50 49 99 61 2656 366 345 2290 44 319 295 72 51 223 191 150
internal_count=3121 151 130 108 86 62 2970 2944 2922 266 117 68 42 149 50 49 99 61 2656 366 345 2290 44 319 295 72 51 223 191 150
is_linear=0
shrinkage=0.1


Tree=3910
num_leaves=31
num_cat=0
split_feature=132 1211 1185 15 50 15 1208 1208 1208 403 15 1210 1210 1209 43 1209 1213 1213 1213 1213 2 2 2 3 2 15 15 401 133 402
split_gain=2.79865e-06 7.45391e-05 4.66416e-05 8.54356e-06 3.04514e-06 3.36852e-06 2.71994e-06 5.40502e-06 6.12622e-06 3.75184e-06 2.7933e-05 7.18697e-06 4.77254e-06 3.80071e-06 1.5457e-05 8.68642e-06 3.21902e-06 1.46221e-05 1.19584e-05 1.27659e-05 8.55755e-06 3.18206e-05 1.80231e-05 1.54833e-05 8.84431e-06 1.14736e-05 2.73295e-05 7.92495e-06 1.05722e-05 1.31315e-05
threshold=-0.083284999999999984 0.085535000000000014 -0.083264999999999992 0.092400000000000024 0.09227500000000001 0.08517000000000001 0.12461500000000002 0.10837500000000001 0.098655000000000007 -0.5335399999999999 0.087575000000000014 -0.3960249999999999 -0.094799999999999982 -0.084519999999999984 -0.0047449999999999992 -0.065739999999999979 -0.065844999999999987 -0.077179999999999985 -0.021674999999999996 -0.0068949999999999992 0.084715000000000013 0.083935000000000023 0.082850000000000021 -0.082284999999999983 0.09142500000000002 0.085465000000000013 0.088495000000000018 -0.078179999999999986 0.51114000000000004 -0.06482499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 7 8 9 10 -4 -11 -13 14 -14 -15 17 20 -18 -20 21 22 23 -17 25 -22 -27 -21 29 -29
right_child=2 -3 6 -5 -6 -7 -8 -9 -10 11 -12 12 13 15 -16 16 18 -19 19 27 24 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-3.2674130815953856e-07 -0.00014587429587581109 0.0001949276540653955 -5.6832007703633285e-05 -6.2257984307507284e-05 -3.2813175912830654e-05 4.3757023340731401e-05 -3.646407414635178e-05 5.1088624916571597e-05 -5.0140658898574967e-05 -5.9659916332748259e-05 8.4073321255238956e-05 4.1577988200255537e-05 -2.3521109251305462e-05 -6.2983065601491202e-05 9.442525653867052e-05 -6.8190570643557956e-05 5.6232817344910781e-05 -7.7247679693190837e-05 -7.9152510406856893e-05 4.8308317834328462e-05 -1.1845290226539456e-05 -0.00012805301983304242 8.7606932283961227e-05 3.2911594839138812e-05 -2.1565124953500645e-05 0.00012997694871371226 -5.3043394224516763e-06 7.3230728273301801e-05 -5.7639844477131603e-05 3.4723704736511208e-07
leaf_weight=130 22 20 24 25 24 20 20 21 24 20 34 28 25 22 20 33 39 29 20 35 39 23 20 28 49 28 32 25 31 2211
leaf_count=130 22 20 24 25 24 20 20 21 24 20 34 28 25 22 20 33 39 29 20 35 39 23 20 28 49 28 32 25 31 2211
internal_value=0 1.09007e-05 -8.22621e-07 -7.59448e-06 2.59471e-07 5.55109e-06 2.85413e-07 5.42402e-07 1.68513e-07 5.97437e-07 2.57677e-05 6.79219e-08 5.04369e-07 7.98359e-08 2.88995e-05 -4.06983e-07 1.1409e-07 -1.00038e-05 1.3183e-06 3.95958e-07 -2.26542e-06 -2.42485e-05 5.22685e-06 -2.1783e-05 1.31822e-05 3.03803e-05 5.78269e-05 1.08708e-06 3.58039e-07 1.16212e-06
internal_weight=0 219 2902 199 174 150 2880 2860 2839 2815 58 2757 2737 2709 45 2664 2642 281 2361 2322 252 104 81 61 148 99 60 2302 2267 2236
internal_count=3121 219 2902 199 174 150 2880 2860 2839 2815 58 2757 2737 2709 45 2664 2642 281 2361 2322 252 104 81 61 148 99 60 2302 2267 2236
is_linear=0
shrinkage=0.1


Tree=3911
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 4 0 130 15 1204 12 130 147 147 147 1426 1348 1426 151 156 42 42 150 4 3 151 151 34 34 34 9
split_gain=2.81784e-06 1.81998e-05 9.09766e-06 2.665e-06 5.20957e-06 4.31652e-06 7.60268e-06 6.99457e-06 3.11904e-06 2.64158e-06 8.56909e-06 3.26168e-06 5.5118e-06 4.69685e-06 3.73672e-06 4.52545e-06 3.70846e-06 3.64691e-06 1.36012e-05 2.83808e-05 7.48823e-05 2.18186e-05 7.30568e-06 6.38795e-06 1.5447e-05 6.15404e-06 4.0637e-06 8.81208e-06 9.73032e-06 1.65425e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.11242999999999999 0.066685000000000008 -0.073309999999999986 0.10923000000000001 -0.090344999999999995 -0.0030749999999999996 0.23631000000000002 -0.22461999999999996 0.11204500000000002 0.099730000000000027 0.093875000000000014 -0.094284999999999994 0.085630000000000012 -0.052649999999999995 -0.088279999999999983 0.087515000000000009 0.083715000000000026 0.086555000000000007 0.085310000000000011 0.0082450000000000006 -0.098469999999999988 -0.10142999999999999 -0.08688499999999999 -0.097449999999999981 -0.084564999999999987 -0.057544999999999992 0.091905000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -5 -9 10 -3 12 13 14 -12 16 -16 18 19 21 -21 23 -22 -18 -25 -19 -27 -28 -29 -30
right_child=1 9 -4 4 -6 -7 -8 8 -10 -11 11 -13 -14 -15 15 -17 17 25 -20 20 22 -23 -24 24 -26 26 27 28 29 -31
leaf_value=3.1403129996760986e-05 9.3588156561877231e-05 5.6495503438916918e-05 -6.4143873852425966e-05 5.5993577171604907e-05 -5.3846057008264502e-05 4.0256253149354142e-05 -5.6026261070376054e-05 6.206053101022746e-06 -3.3726868974964978e-05 -3.3599351065830609e-05 4.0327741289334172e-05 -4.0349315431740253e-05 4.8930417719732408e-05 -4.0974953766895592e-05 -3.2560265299252937e-05 -4.0886001847361011e-05 -3.2808912623122088e-05 -5.430880569509187e-05 -4.1765639676250924e-05 0.00022200419385310104 -3.3331949537813879e-05 -9.947859480668005e-05 4.4966480804346663e-05 -8.0127847228906941e-06 9.581933788823612e-05 3.5458995807857721e-05 -6.2014240741162851e-05 5.1776584763906107e-05 4.3727785893774654e-07 -6.7875417799869974e-05
leaf_weight=20 21 27 28 21 21 22 26 53 31 23 23 20 23 28 34 27 21 21 37 23 26 21 22 38 23 32 23 36 2314 36
leaf_count=20 21 27 28 21 21 22 26 53 31 23 23 20 23 28 34 27 21 21 37 23 26 21 22 38 23 32 23 36 2314 36
internal_value=0 8.31502e-07 -1.08582e-05 -3.16751e-06 -7.14115e-06 -7.30668e-07 -7.61397e-06 4.37384e-06 -8.5311e-06 1.54682e-07 4.26606e-07 -1.08705e-07 1.77909e-07 -2.24715e-07 1.89143e-07 -1.48527e-07 2.57795e-07 6.75234e-07 1.32925e-05 2.50003e-05 7.36441e-05 -8.53086e-06 2.55483e-06 1.47606e-05 3.1137e-05 -4.06101e-07 5.76253e-08 -4.1263e-07 1.81183e-07 -6.09215e-07
internal_weight=0 2899 222 194 174 153 131 105 84 2878 2855 2828 2808 2785 2757 2734 2707 2673 211 174 71 103 48 82 61 2462 2441 2409 2386 2350
internal_count=3121 2899 222 194 174 153 131 105 84 2878 2855 2828 2808 2785 2757 2734 2707 2673 211 174 71 103 48 82 61 2462 2441 2409 2386 2350
is_linear=0
shrinkage=0.1


Tree=3912
num_leaves=31
num_cat=0
split_feature=130 12 132 1203 1185 50 0 96 34 10 9 1 1 2 15 0 4 157 44 158 0 12 12 159 1 1185 129 12 12 0
split_gain=2.87392e-06 7.61329e-06 2.87121e-06 7.51586e-05 4.27794e-05 1.60417e-05 2.80247e-06 2.97189e-06 5.74311e-06 1.9652e-05 1.15369e-05 2.15693e-05 8.59941e-06 5.57012e-06 4.89067e-05 4.37597e-06 5.77463e-06 1.65461e-05 3.66238e-06 1.16777e-05 3.8249e-06 1.38424e-05 1.87718e-05 1.59957e-05 1.68461e-05 4.56926e-06 4.4798e-06 4.45886e-06 2.37312e-05 6.5328e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.22582000000000002 0.090365000000000015 -0.057544999999999992 0.0036750000000000007 0.091905000000000014 0.13332000000000002 0.10871500000000002 -1.0000000180025095e-35 -0.10203999999999998 0.14486500000000005 -0.50940999999999981 -0.0066899999999999989 0.099360000000000018 -0.47356499999999996 -0.0058249999999999994 0.092200000000000018 0.098150000000000015 0.10545500000000001 0.10471500000000002 0.085905000000000009 -0.077709999999999987 0.085355000000000014 0.08493500000000001 -0.086729999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 7 8 9 12 13 -12 -6 14 -10 16 17 -15 19 -18 25 23 -23 24 -22 26 -21 28 -28 -30
right_child=1 -3 4 -5 6 -7 -8 -9 10 -11 11 -13 -14 15 -16 -17 18 -19 -20 20 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-3.7785574597251078e-05 1.3228490111715842e-06 5.8861394592730165e-05 -0.00013992872673869978 0.00019074327484261069 -3.9171490043959386e-05 -9.3133778846095084e-05 -3.7244316190481185e-05 -3.8089560221123981e-05 0.00015379358410427812 0.00011013249926950917 -0.00012363300472012877 2.1473128072102554e-05 3.4176200901900746e-05 1.7663606019501962e-05 -5.0950220085204434e-05 3.4608984560691172e-05 6.8611739203333849e-05 -9.4585122928947393e-05 -3.3975225444244699e-05 -3.6276841215235561e-05 0.00011590920206639137 -8.0825108930834431e-05 3.2133569308620454e-05 -2.5633304350776599e-05 8.9793168906628412e-06 2.6422436187909101e-05 -2.1385580034814128e-06 2.3628857374295691e-06 5.2015844059581488e-06 -0.00020997537178031749
leaf_weight=20 178 22 22 21 31 20 20 20 20 21 21 20 33 29 28 36 25 24 31 37 34 28 31 25 26 59 806 1369 43 21
leaf_count=20 178 22 22 21 31 20 20 20 20 21 21 20 33 29 28 36 25 24 31 37 34 28 31 25 26 59 806 1369 43 21
internal_value=0 2.43696e-07 -1.75137e-07 1.08603e-05 -1.02016e-06 -8.21822e-06 5.66539e-08 3.21388e-07 5.95948e-07 2.61915e-05 -2.05978e-07 -5.28495e-05 -1.35159e-06 6.018e-07 3.43597e-05 -1.5722e-08 -4.97364e-07 -3.3166e-05 1.85649e-07 6.08567e-07 -7.72251e-08 1.57401e-05 -2.14739e-05 4.15711e-05 6.95729e-05 -1.05269e-06 -1.76491e-06 -1.1946e-06 -6.79252e-06 -6.54034e-05
internal_weight=0 3101 3079 219 2860 198 2838 2818 2798 85 2713 41 64 2672 48 2624 2588 53 2535 2504 2479 144 59 85 60 2335 2276 2239 870 64
internal_count=3121 3101 3079 219 2860 198 2838 2818 2798 85 2713 41 64 2672 48 2624 2588 53 2535 2504 2479 144 59 85 60 2335 2276 2239 870 64
is_linear=0
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Tree=3913
num_leaves=31
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split_feature=12 130 132 1185 1203 11 157 11 51 1428 157 474 474 16 16 12 12 148 475 1429 1375 42 1375 9 0 13 4 3 3 51
split_gain=2.95398e-06 7.75233e-06 2.67703e-06 2.01535e-05 1.17382e-05 2.86386e-06 1.80118e-05 1.53695e-05 1.50605e-05 8.09268e-06 2.22848e-05 7.28354e-06 5.91756e-06 4.72522e-06 1.41515e-05 2.72449e-05 1.23323e-05 1.0405e-05 8.81722e-06 3.189e-05 1.49534e-05 3.58354e-05 9.66201e-06 7.29308e-06 7.37916e-06 7.50077e-06 3.05773e-05 8.28221e-06 1.56552e-05 1.36451e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.088065000000000018 -0.051074999999999988 0.093970000000000012 -0.057604999999999996 -0.071779999999999997 0.41580000000000006 -0.090834999999999985 -1.0000000180025095e-35 0.0039400000000000008 -0.0013749999999999997 0.08486500000000001 0.12757000000000002 0.085390000000000008 -0.086279999999999982 0.083725000000000008 -0.15308499999999997 0.083715000000000026 -0.090674999999999992 0.091905000000000014 -0.26343999999999995 -0.16152999999999998 -0.064804999999999988 0.092670000000000016 0.086245000000000016 0.093135000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 9 -7 -8 -9 -5 11 -11 -13 14 16 -16 17 18 19 -14 21 -20 -22 24 -24 26 -26 28 -27 -29
right_child=-2 2 3 5 -6 6 7 8 -10 10 -12 12 13 -15 15 -17 -18 -19 20 -21 22 -23 23 -25 25 27 -28 29 -30 -31
leaf_value=5.3614961884536409e-05 -3.570536131440389e-05 -2.2244687902573973e-06 9.8222219457966281e-05 -4.9952418929465105e-05 -7.2576678993990987e-05 9.4328393062982209e-05 -7.7332699286423374e-05 8.1859581314347452e-05 -1.9853743563274024e-05 -4.5667636125775368e-05 9.5801028146524919e-05 5.2490666920285938e-05 4.4550390157382935e-05 -8.1489070568317756e-06 0.00011196015605519555 -1.2240311312588777e-05 -7.4424311209110203e-05 6.6305398528735779e-05 -2.6337506110744123e-05 -0.00013188848237665038 -6.631724293335786e-05 0.00014311525762119952 -4.88450886944614e-05 -5.3242320522258524e-05 -0.00013511501674656756 3.4047832818957278e-06 3.3017806488922221e-06 8.3704581580108925e-05 -8.5662870387750447e-05 -8.6886358575054229e-06
leaf_weight=27 23 195 21 33 27 23 22 24 37 36 24 21 20 656 33 38 22 24 26 21 22 24 29 25 20 1485 79 33 20 31
leaf_count=27 23 195 21 33 27 23 22 24 37 36 24 21 20 656 33 38 22 24 26 21 22 24 29 25 20 1485 79 33 20 31
internal_value=0 2.6508e-07 -2.03968e-07 6.20202e-07 -1.07808e-05 -1.04565e-07 1.60215e-05 -5.67805e-06 2.01646e-05 -7.32544e-07 -1.28507e-07 -9.92413e-07 -3.80656e-07 -8.06384e-07 1.66119e-06 4.54867e-05 6.95378e-09 8.87797e-07 3.21991e-08 -4.58207e-05 1.08012e-06 5.49998e-05 -4.65743e-07 3.75566e-07 1.16546e-06 2.03495e-06 -2.46612e-05 3.71941e-06 2.22116e-06 3.89516e-05
internal_weight=0 3098 3071 2849 222 2828 106 83 61 2722 2689 2665 2629 2608 1952 71 1881 1859 1835 41 1794 50 1744 1722 1697 1668 99 1569 1505 64
internal_count=3121 3098 3071 2849 222 2828 106 83 61 2722 2689 2665 2629 2608 1952 71 1881 1859 1835 41 1794 50 1744 1722 1697 1668 99 1569 1505 64
is_linear=0
shrinkage=0.1


Tree=3914
num_leaves=31
num_cat=0
split_feature=130 10 2 40 10 10 4 9 3 46 46 1428 132 50 132 1203 15 9 9 15 402 15 159 15 13 13 49 43 4 12
split_gain=3.04937e-06 7.41494e-06 8.87646e-06 6.22607e-06 4.73301e-06 5.16852e-06 3.50903e-05 5.6487e-06 1.95325e-05 3.24448e-06 5.37712e-06 3.31992e-06 3.14483e-06 8.01085e-05 3.98472e-05 1.9065e-05 2.89991e-06 2.28182e-05 1.31963e-05 8.44434e-06 1.50678e-05 8.08602e-06 7.09222e-06 1.05428e-05 7.77918e-06 9.03566e-06 7.76604e-06 7.92701e-06 2.06516e-05 7.23012e-06
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 -0.11058499999999999 -0.011559999999999999 0.053180000000000012 0.08925000000000001 -0.014944999999999998 0.10987500000000001 0.083550000000000013 -0.042789999999999995 -0.083284999999999984 0.10450500000000001 -0.076764999999999986 0.089480000000000018 -0.10203999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.11033999999999998 0.086535000000000015 -0.098289999999999975 -0.08760999999999998 -0.13843999999999998 -0.088069999999999996 -0.14179999999999995 -0.0087049999999999992 -0.052894999999999991 0.42051500000000003 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 9 -9 10 11 -7 13 15 -14 -13 17 -16 -18 20 22 -20 -19 24 25 -24 -26 29 -29 -28
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leaf_value=-3.892191071827256e-05 -2.9124251297963341e-06 -5.457777154203671e-05 9.0174175529682553e-05 4.6274629395074129e-05 -0.00011147900809541729 2.878151064625201e-05 6.0120621227807457e-05 9.2170821798950227e-05 -3.9277777163988508e-05 3.8867001681605226e-05 -4.8740948999614417e-05 2.0456759731216112e-06 -0.000142156870706458 0.00020161631677183324 0.00010191295868935414 -0.00010104732249601513 -6.7752818795270285e-05 -4.1587350874165585e-05 5.2417999748805805e-05 -4.2712721369461622e-05 -6.1169486471044366e-05 -1.6696432572342569e-06 8.443605126577746e-06 5.8036948740454347e-05 -5.949420131979754e-05 8.1031626716678693e-05 -2.1367769495554966e-05 -8.7384590059863751e-05 2.5246237141911436e-05 5.0419311547228336e-05
leaf_weight=20 21 21 20 22 26 39 22 26 20 21 23 174 20 20 24 20 30 22 28 39 30 2150 47 52 22 27 20 27 41 47
leaf_count=20 21 21 20 22 26 39 22 26 20 21 23 174 20 20 24 20 30 22 28 39 30 2150 47 52 22 27 20 27 41 47
internal_value=0 2.51036e-07 4.24957e-05 -3.14987e-07 5.99778e-08 -2.7702e-07 -3.28292e-05 2.49253e-07 3.50193e-05 -2.97932e-07 -5.81344e-07 -1.96603e-07 -5.94542e-07 1.10623e-05 -1.54449e-06 -8.58247e-06 -4.65345e-07 7.39177e-06 -1.88162e-06 1.32624e-06 6.45316e-06 -9.74302e-07 1.31046e-05 1.73562e-05 8.19868e-06 3.49284e-05 -4.40005e-06 4.57825e-06 -1.94748e-05 2.89903e-05
internal_weight=0 3101 41 3060 3039 3017 48 2969 46 2923 2902 2879 2840 214 2626 194 2606 398 2208 374 335 2178 305 283 231 74 157 135 68 67
internal_count=3121 3101 41 3060 3039 3017 48 2969 46 2923 2902 2879 2840 214 2626 194 2606 398 2208 374 335 2178 305 283 231 74 157 135 68 67
is_linear=0
shrinkage=0.1


Tree=3915
num_leaves=31
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split_feature=132 399 1203 50 393 133 394 1184 1185 52 390 1208 1208 1209 1209 3 3 129 133 12 12 4 2 157 11 0 12 3 3 0
split_gain=2.73583e-06 1.58435e-05 1.4136e-05 3.35155e-06 3.3359e-06 1.21923e-05 3.27036e-06 9.25397e-06 4.25564e-06 7.3044e-06 3.2143e-06 2.92729e-06 7.80376e-06 8.99037e-06 4.39674e-06 4.45774e-06 1.07779e-05 9.04949e-06 1.75366e-05 7.95406e-06 1.77364e-05 1.30362e-05 1.30368e-05 1.22007e-05 1.04942e-05 9.66612e-06 9.67263e-06 7.84964e-06 9.98266e-06 1.04259e-05
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_value=2.5408390321964367e-06 3.3209228574075195e-05 6.4953985029684474e-05 -9.0942589904443596e-05 -3.5401653790527408e-05 -8.1580251026025516e-05 2.7516241752891806e-05 -6.7393656536296476e-05 -6.7762608518933125e-05 6.7437784520734575e-05 -1.0649245814420284e-05 3.7210071367672247e-05 -3.3724456835233675e-05 4.9079258930362363e-05 4.0825637160406382e-05 -6.7571319728317166e-05 -2.4460373681053061e-06 6.8479147336932198e-05 5.4068789412507183e-05 -8.0775499805895386e-05 7.8949555068109673e-05 -4.6616458584557646e-05 2.2169827949435042e-06 5.9280287032672805e-05 -5.7383453822694725e-05 -7.9789927031015406e-05 7.5653618235567899e-05 -3.1849405042356176e-06 7.4876933067571374e-05 -5.2863190367960753e-05 8.1127459965170021e-05
leaf_weight=169 30 38 20 27 21 20 20 20 25 23 23 26 32 26 33 2131 28 34 25 39 37 71 31 20 20 24 44 20 22 22
leaf_count=169 30 38 20 27 21 20 20 20 25 23 23 26 32 26 33 2131 28 34 25 39 37 71 31 20 20 24 44 20 22 22
internal_value=0 8.07337e-07 -1.08578e-05 -2.68593e-06 -4.28801e-08 -2.83624e-05 3.67984e-07 1.56103e-08 5.03926e-07 3.00211e-05 -1.54375e-08 -3.31958e-07 -7.87951e-09 -6.01302e-07 -9.2795e-08 -5.01822e-07 8.31333e-06 4.50192e-06 3.71352e-07 5.66814e-06 1.75502e-05 -1.181e-05 3.27292e-06 4.88055e-06 -1.58065e-05 1.7416e-05 6.49645e-06 1.83261e-05 5.4736e-06 2.49192e-05
internal_weight=0 2905 216 196 2867 41 2826 2796 2776 48 2728 2705 2679 2647 2627 2601 470 442 408 383 228 155 122 189 91 152 128 108 88 66
internal_count=3121 2905 216 196 2867 41 2826 2796 2776 48 2728 2705 2679 2647 2627 2601 470 442 408 383 228 155 122 189 91 152 128 108 88 66
is_linear=0
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Tree=3916
num_leaves=31
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split_feature=160 12 42 160 481 481 13 403 43 130 12 40 132 1203 1185 50 47 47 45 11 33 9 3 1455 15 13 42 4 456 2
split_gain=2.74581e-06 1.96223e-05 1.06131e-05 9.0518e-06 5.39321e-06 4.73153e-06 2.10286e-05 1.3051e-05 3.02252e-06 8.31466e-06 7.98895e-06 5.82051e-06 3.08722e-06 7.96538e-05 4.42223e-05 1.79129e-05 3.20042e-06 6.42232e-06 9.69717e-06 1.68749e-05 7.29108e-06 4.03422e-06 1.12263e-05 3.79991e-06 1.80415e-05 1.08776e-05 1.60514e-05 1.67649e-05 1.23753e-05 1.40433e-05
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_value=0 2.0338e-05 -1.76198e-05 -4.32576e-07 6.16981e-08 -2.8209e-07 -2.69694e-05 3.06734e-07 -2.57232e-07 -7.14448e-07 2.23435e-05 -2.19653e-07 -6.28284e-07 1.08027e-05 -1.58599e-06 -8.93294e-06 -4.38621e-07 -1.27557e-07 -7.41889e-07 -1.87933e-07 -1.02882e-06 -4.92393e-07 2.73389e-05 -1.08307e-06 1.31058e-05 9.30414e-07 3.23735e-05 -1.39056e-06 -2.16804e-05 -4.24027e-05
internal_weight=0 65 44 3056 3031 3011 65 2946 2925 2867 58 2843 2820 218 2602 197 2582 2562 2524 2504 2478 2454 51 2403 175 153 64 44 89 68
internal_count=3121 65 44 3056 3031 3011 65 2946 2925 2867 58 2843 2820 218 2602 197 2582 2562 2524 2504 2478 2454 51 2403 175 153 64 44 89 68
is_linear=0
shrinkage=0.1


Tree=3917
num_leaves=31
num_cat=0
split_feature=46 44 1428 473 471 475 47 47 47 471 153 0 393 1348 147 16 9 12 33 3 4 3 2 3 1373 3 43 401 3 1455
split_gain=3.08877e-06 9.78752e-06 5.37979e-06 1.0216e-05 5.11084e-06 4.56513e-06 3.63176e-06 2.98279e-05 2.53883e-05 5.48827e-06 7.44269e-06 7.42334e-06 4.59761e-06 4.31869e-06 4.589e-06 6.28005e-06 4.3382e-06 2.77532e-05 2.46928e-05 4.22041e-06 2.06998e-05 4.90428e-05 6.73252e-05 2.06605e-05 1.18315e-05 1.03478e-05 9.2966e-06 8.94328e-06 8.8985e-06 8.29126e-06
threshold=0.084955000000000017 0.10049500000000001 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 -0.50059999999999982 0.094460000000000002 0.096770000000000009 0.091340000000000018 0.10338500000000002 0.08351500000000002 -0.24955499999999997 0.12765500000000005 0.087660000000000016 0.092070000000000013 -0.0013749999999999997 0.092235000000000011 -0.010834999999999999 -0.012019999999999998 -0.081054999999999974 -0.078629999999999992 -0.042499999999999989 0.088930000000000023 -0.080734999999999987 0.086880000000000013 -0.079864999999999978 -0.078469999999999984 0.094540000000000013 -0.081459999999999991 -0.088874999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 8 -8 9 10 11 -7 13 14 16 -16 18 -18 -13 24 21 22 27 -22 28 26 -25 -21 -20 -27
right_child=1 -3 3 4 5 6 7 -9 -10 -11 -12 12 -14 -15 15 -17 17 -19 19 20 23 -23 -24 25 -26 29 -28 -29 -30 -31
leaf_value=-4.1177299317496368e-05 7.8463651111633221e-05 -1.3833533793567095e-05 7.1275119323672699e-05 -4.8454274887758817e-05 4.7537467107758861e-05 5.4016668989788743e-05 -0.00012301518323841844 -1.694298133618472e-06 0.00010770982902282743 -4.9896530700524716e-05 5.9553418153276054e-05 0.00010999692574841901 4.3777196602288477e-05 -3.763970744330436e-05 -5.6816435452284556e-06 7.2616030247445455e-05 5.3448261587618619e-05 -0.00010762075066652513 2.0988100304993267e-06 -8.1261404873499574e-05 8.9404420323262469e-05 2.7656739588234234e-06 -0.00025945971727196597 -7.8494854449562615e-05 -7.3899203889595818e-05 -6.3656623970018695e-05 -8.8766777605934333e-07 8.999835630501843e-06 5.0033585976052566e-05 1.4461598965899043e-06
leaf_weight=32 20 27 20 22 20 25 22 257 22 22 21 20 23 32 21 20 20 23 1217 23 25 110 20 33 20 20 29 21 40 894
leaf_count=32 20 27 20 22 20 25 22 257 22 22 21 20 23 32 21 20 20 23 1217 23 25 110 20 33 20 20 29 21 40 894
internal_value=0 2.54419e-05 -3.89011e-07 4.00576e-08 -4.31386e-07 -7.92177e-08 -3.98793e-07 -1.12608e-05 7.23201e-07 -1.55375e-07 2.56482e-07 -2.15914e-07 -7.35184e-07 -1.13077e-06 -6.73697e-07 3.25123e-05 -1.2147e-06 -3.27049e-05 -6.66935e-07 -1.56958e-06 -5.89465e-06 -3.77298e-05 -0.000107331 -3.60867e-07 2.41003e-06 -2.66018e-06 -4.21947e-05 -3.81822e-05 3.62418e-06 2.15913e-08
internal_weight=0 47 3074 3042 3022 3000 2980 279 2701 2679 2657 2636 2611 2588 2556 41 2515 43 2472 2452 1175 174 64 1001 1277 976 62 44 1257 914
internal_count=3121 47 3074 3042 3022 3000 2980 279 2701 2679 2657 2636 2611 2588 2556 41 2515 43 2472 2452 1175 174 64 1001 1277 976 62 44 1257 914
is_linear=0
shrinkage=0.1


Tree=3918
num_leaves=31
num_cat=0
split_feature=160 160 13 15 39 1212 1447 1447 3 50 49 12 12 13 2 3 3 1446 42 159 16 158 2 2 1212 2 2 1453 160 151
split_gain=2.98632e-06 1.2615e-05 9.62854e-06 1.952e-05 1.56852e-05 7.61438e-06 7.47909e-06 1.24883e-05 8.71448e-06 7.16884e-06 1.06968e-05 1.83528e-05 9.95765e-06 1.82787e-05 2.55231e-05 2.30555e-05 2.38614e-05 1.71623e-05 2.3904e-05 1.19415e-05 6.34802e-06 5.53173e-06 6.3042e-06 1.74598e-05 1.49849e-05 3.45899e-05 2.30693e-05 1.41166e-05 1.36666e-05 3.08731e-05
threshold=-0.090484999999999996 -0.088854999999999976 0.24813000000000004 -0.56020999999999987 0.084020000000000011 0.087615000000000012 -0.086424999999999988 -0.085594999999999991 -0.085784999999999986 0.099595000000000017 0.08610000000000001 0.089300000000000004 0.087995000000000004 -0.081029999999999977 0.091545000000000015 -0.07793499999999999 -0.069009999999999974 0.086320000000000022 0.086325000000000013 0.082585000000000006 -0.080029999999999976 -0.47382999999999992 0.087625000000000022 0.087245000000000003 -0.089544999999999986 0.087855000000000003 0.094565000000000024 -0.079219999999999985 -0.085764999999999994 -0.15034499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 9 8 -8 -3 12 11 -11 17 14 -14 -15 -17 18 19 -5 -12 -9 23 27 26 -26 -24 -23 -29 -30
right_child=1 6 -4 4 -6 -7 7 21 -10 10 20 -13 13 15 -16 16 -18 -19 -20 -21 -22 22 24 -25 25 -27 -28 28 29 -31
leaf_value=9.6137136737524994e-05 -7.0630662930153243e-05 -1.028997035973589e-05 -6.0668240112136116e-05 5.4331462510448299e-06 -8.1228003618889492e-05 -4.4060986627300734e-05 -7.1677920466754587e-05 -5.3038411861052739e-05 7.7510717890688229e-05 -8.5439493365329865e-05 -5.2573076337230982e-06 1.771828452807053e-05 -0.0001233855259709779 -3.7119073829217088e-05 2.7274495964361865e-05 0.00013074184854962493 -7.3672920321273112e-06 -1.9737041662261214e-05 0.00015298864825374702 8.1942619849809605e-05 6.6234823980662255e-05 8.424839972923067e-05 0.00011959394580761303 7.382135915274072e-05 -0.00011290755238102671 -4.3082633827273475e-06 -1.7664695478742944e-05 8.13452894536091e-05 -0.00012016242001534141 2.3110810132077198e-06
leaf_weight=25 26 20 20 51 20 25 25 20 26 34 27 35 23 32 22 29 22 36 22 34 23 21 24 36 30 1311 25 21 21 1035
leaf_count=25 26 20 20 51 20 25 25 20 26 34 27 35 23 32 22 29 22 36 22 34 23 21 24 36 30 1311 25 21 21 1035
internal_value=0 -1.31873e-06 7.25579e-06 1.0209e-05 5.27061e-06 9.43922e-06 -6.29585e-07 -1.34521e-06 3.93365e-05 1.28687e-05 -7.59117e-06 -3.31131e-05 2.1853e-05 1.59215e-06 -4.97295e-05 2.94171e-05 7.11654e-05 3.99885e-05 6.00831e-05 3.60369e-05 2.76291e-05 -6.54047e-07 -2.38957e-07 5.29417e-06 -4.75304e-06 -6.73778e-06 4.9564e-05 3.04738e-06 1.46408e-06 -1.24472e-07
internal_weight=0 2641 480 460 435 415 2615 2569 46 390 119 69 271 128 45 83 51 143 107 85 50 2544 2524 1134 1390 1341 49 1098 1077 1056
internal_count=3121 2641 480 460 435 415 2615 2569 46 390 119 69 271 128 45 83 51 143 107 85 50 2544 2524 1134 1390 1341 49 1098 1077 1056
is_linear=0
shrinkage=0.1


Tree=3919
num_leaves=31
num_cat=0
split_feature=130 40 12 16 30 97 10 1 0 150 34 9 10 44 1454 160 15 15 15 43 15 16 15 15 15 42 42 15 124 132
split_gain=2.93695e-06 5.37606e-06 4.33181e-06 4.39492e-06 2.8309e-06 4.34717e-06 3.99649e-06 5.76668e-05 6.55833e-05 1.74046e-05 8.11842e-06 6.26318e-06 1.82592e-05 3.31417e-06 3.83782e-06 5.78428e-06 3.64135e-06 1.68941e-05 1.59591e-05 4.39638e-05 6.6033e-06 2.83598e-05 1.66538e-05 1.09022e-05 2.06627e-05 2.15893e-05 1.81569e-05 1.68324e-05 6.4245e-06 6.11151e-06
threshold=-0.23123999999999997 -0.24290999999999999 0.13043000000000002 -0.082179999999999989 0.097280000000000019 -0.086244999999999988 -0.0079749999999999977 0.092695000000000013 -0.10096999999999999 0.084555000000000019 -0.057544999999999992 0.092890000000000014 1.0000000180025095e-35 0.084760000000000016 0.10642000000000001 -0.046074999999999991 -0.10203999999999998 -0.10469999999999999 -0.096999999999999989 -0.0095349999999999983 -0.093959999999999988 -0.095094999999999985 -0.092489999999999989 -0.090644999999999989 -0.088429999999999995 0.084755000000000011 0.084835000000000008 -0.087679999999999994 -0.086724999999999983 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 -7 -9 -10 -8 12 13 14 16 -16 17 28 19 -18 21 -20 -22 26 25 -25 -24 -26 -12 -29
right_child=1 2 3 -5 -6 6 10 8 9 -11 11 -13 -14 -15 15 -17 18 -19 20 -21 22 -23 23 24 27 -27 -28 29 -30 -31
leaf_value=3.5602288307532235e-05 -5.1942891941507705e-05 4.221322854220944e-05 6.1143378565762052e-05 4.5442639555617731e-06 -3.5393163457426812e-05 -0.00017167340178275483 5.2794356263896994e-05 0.00017461191659094767 -8.2887333558050383e-05 3.0432449021527248e-05 -4.1343996492977226e-05 4.360745180633785e-05 -8.4298076175260718e-05 2.9223651343176915e-05 -6.7533383723154358e-05 7.6102267939859308e-06 3.6235754022426489e-05 9.6022751088076767e-05 0.00010867753514200256 -0.0001426056645089245 -7.3968266118637049e-05 -2.8598702481437667e-05 9.1319294447065198e-05 -0.0001280041364155365 7.8715856040987466e-05 -1.4575944078387693e-06 -2.1662272090907209e-05 1.9705386127685309e-05 7.6030000671155736e-06 -2.2448919836330116e-06
leaf_weight=23 20 24 23 34 23 20 29 20 33 23 29 32 26 38 21 20 27 21 27 28 31 34 33 26 27 28 25 136 356 1884
leaf_count=23 20 24 23 34 23 20 29 20 33 23 29 32 26 38 21 20 27 21 27 28 31 34 33 26 27 28 25 136 356 1884
internal_value=0 -2.64324e-07 7.14688e-08 2.73825e-05 -4.43834e-07 -1.7571e-07 -5.17786e-07 -2.05892e-05 1.91698e-05 -3.63453e-05 1.51726e-07 -3.84123e-07 -8.8385e-07 -1.06792e-07 -5.11644e-07 -3.0878e-05 -5.25657e-08 8.68022e-06 -1.59008e-06 -5.48108e-05 -2.89709e-07 3.21629e-05 -1.19364e-06 -1.48706e-07 -1.32938e-06 -6.23874e-05 4.26203e-05 2.81331e-07 3.91608e-06 -7.67051e-07
internal_weight=0 3098 3078 57 3021 2998 2974 96 76 56 2878 2849 2817 2791 2753 41 2712 406 2306 55 2251 61 2190 2159 2101 54 58 2047 385 2020
internal_count=3121 3098 3078 57 3021 2998 2974 96 76 56 2878 2849 2817 2791 2753 41 2712 406 2306 55 2251 61 2190 2159 2101 54 58 2047 385 2020
is_linear=0
shrinkage=0.1


Tree=3920
num_leaves=31
num_cat=0
split_feature=132 1185 1203 96 34 34 9 10 40 9 160 45 120 130 150 1375 147 1348 150 13 150 13 51 3 0 51 49 43 16 0
split_gain=3.3863e-06 2.09884e-05 1.0221e-05 2.70793e-06 3.56473e-06 1.77818e-05 1.10674e-05 2.1096e-05 9.61975e-06 5.76943e-06 5.73366e-06 2.71471e-06 3.09309e-06 6.70867e-06 3.50777e-06 1.49737e-05 7.35537e-06 6.46938e-06 6.77348e-06 3.94494e-05 6.80557e-06 5.58827e-06 2.25351e-05 1.46061e-05 6.18649e-06 1.31467e-05 1.75414e-05 1.46318e-05 3.80738e-05 1.19795e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.090365000000000015 -0.057544999999999992 -0.083494999999999986 0.091905000000000014 0.094860000000000014 -0.07632499999999999 0.085355000000000014 0.081905000000000019 0.094030000000000016 1.0000000180025095e-35 -0.22461999999999996 0.12820000000000001 -0.066804999999999989 0.097985000000000017 0.087500000000000008 0.11213000000000002 -0.085804999999999979 0.10801000000000001 -0.17933499999999997 0.081440000000000026 0.31370500000000007 -0.13455999999999999 -0.10316499999999999 -0.0020949999999999996 -0.080554999999999974 -0.020119999999999996 -0.14794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 8 9 -8 10 11 -3 12 13 -6 16 -16 17 18 20 -20 21 22 23 -15 25 -23 -27 -28 29 -29
right_child=1 3 -4 -5 6 -7 7 -9 -10 -11 -12 -13 -14 14 15 -17 -18 -19 19 -21 -22 24 -24 -25 -26 26 27 28 -30 -31
leaf_value=-3.7514959173967861e-06 0.00010052104586672311 6.6239031084478484e-05 -6.8382790491991076e-05 -3.5593523850929204e-05 5.4751688161480198e-05 0.00010319077471649508 -0.00012579352670400113 1.3267528561300424e-05 -4.6531496664101724e-05 5.2827222888091848e-05 -9.4818731486157059e-06 -2.6692119983537752e-05 -2.8531065173511809e-05 3.620342413170257e-05 -2.7677274025942707e-05 8.5235688825575741e-05 -5.0066710210903066e-05 4.8383976276714487e-05 6.3071457357398772e-05 -0.00012284579192055391 4.5866608596759656e-05 -5.5193339964413701e-05 -9.4080204284945209e-05 -5.782713675822985e-05 -6.9120995774120874e-07 -1.3700093990044627e-05 -3.8530068838878632e-06 1.1793337708057615e-05 0.0001767398356763727 9.9984954431420192e-05
leaf_weight=194 21 20 28 21 23 20 20 24 30 21 20 37 36 53 24 23 29 28 21 25 33 24 31 24 2046 87 48 67 23 20
leaf_count=194 21 20 28 21 23 20 20 24 30 21 20 37 36 53 24 23 29 28 21 25 33 24 31 24 2046 87 48 67 23 20
internal_value=0 9.11527e-07 -1.19032e-05 1.84703e-07 4.47686e-07 2.00335e-05 -1.89366e-07 -4.9942e-05 -3.72574e-06 6.1457e-07 2.83786e-05 2.08773e-07 5.82256e-07 9.80917e-07 5.06347e-07 2.7578e-05 9.1345e-09 5.83126e-07 4.81848e-08 -3.79705e-05 7.60262e-07 1.45937e-07 -2.20885e-05 6.8952e-06 1.18322e-06 1.54401e-05 2.23593e-05 4.22147e-05 6.2317e-05 3.20673e-05
internal_weight=0 2899 222 2878 2857 90 2767 44 70 2723 40 2702 2665 2629 2606 47 2559 2530 2502 46 2456 2423 108 77 2315 269 245 158 110 87
internal_count=3121 2899 222 2878 2857 90 2767 44 70 2723 40 2702 2665 2629 2606 47 2559 2530 2502 46 2456 2423 108 77 2315 269 245 158 110 87
is_linear=0
shrinkage=0.1


Tree=3921
num_leaves=31
num_cat=0
split_feature=130 12 1211 43 1212 1212 1 16 43 402 1185 1200 1203 132 15 399 50 1185 1212 2 160 402 133 129 1184 481 403 4 133 403
split_gain=2.94157e-06 7.52524e-06 2.84859e-06 5.19501e-06 5.04383e-06 4.15696e-06 1.45263e-05 9.20216e-06 1.46257e-05 9.09144e-06 6.23994e-06 5.61965e-06 6.7862e-06 8.90974e-06 0.00012481 9.97928e-05 9.39954e-06 6.04968e-06 6.07179e-06 3.06576e-05 8.3506e-06 4.37143e-06 8.71221e-06 4.14322e-06 8.36298e-06 3.79507e-06 2.58384e-05 2.02163e-05 1.17057e-05 7.90762e-06
threshold=-0.23647499999999996 0.23631000000000002 0.11716500000000001 0.062770000000000006 0.13631000000000001 0.091580000000000009 0.089370000000000019 -0.082179999999999989 -0.0017249999999999998 -0.064959999999999976 0.090595000000000009 0.089625000000000024 0.089745000000000019 -0.083284999999999984 0.091915000000000011 0.091255000000000017 0.087730000000000016 0.085905000000000009 0.087615000000000012 0.084885000000000002 -0.57146499999999989 -0.45015499999999992 0.50628500000000021 -0.077709999999999987 0.081725000000000006 -0.087424999999999989 -0.5492149999999999 -0.050494999999999991 0.086910000000000015 -0.14669999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 10 7 8 -7 -9 11 12 13 14 16 17 -2 18 20 -20 -15 -22 23 -23 25 27 -27 -25 -29 -28
right_child=1 -3 3 -5 -6 6 -8 9 -10 -11 -12 -13 -14 15 -16 -17 -18 -19 19 -21 21 22 -24 24 -26 26 29 28 -30 -31
leaf_value=-3.8227718323469166e-05 -7.4768803389637934e-07 5.8524313478549384e-05 4.718640775536187e-05 -1.7402694211341441e-05 -4.7223232349611155e-05 6.7624856469942292e-05 9.5495961468259344e-05 1.7305455133152596e-05 -3.4346669756566619e-05 -6.0720316059814654e-05 -5.2917852609306976e-05 5.2200088284735101e-05 -4.4134496036147339e-05 6.139527236386626e-05 0.00023342999028178233 -0.00022444865022407611 -6.7579914670204755e-05 5.4575209069298588e-05 -0.00013132395266438835 2.7478970479287749e-05 -3.5577444650698458e-05 -3.4393934947729575e-05 4.8172093188072356e-05 -8.976173342269814e-05 6.4178692325640442e-05 8.293051189842093e-05 -2.5457781464766074e-05 -2.2679727296165839e-05 6.6083011597584124e-05 1.4269922633516792e-07
leaf_weight=20 133 22 33 20 23 39 20 28 22 32 23 20 36 22 24 20 25 20 20 31 35 36 37 29 20 37 128 39 24 2103
leaf_count=20 133 22 33 20 23 39 20 28 22 32 23 20 36 22 24 20 25 20 20 31 35 36 37 29 20 37 128 39 24 2103
internal_value=0 2.46552e-07 -1.69853e-07 2.28132e-05 -5.72397e-07 -2.15098e-07 1.65473e-05 3.4979e-06 3.08482e-05 -2.43083e-05 -1.04092e-06 -6.20639e-07 -9.95387e-07 -4.37353e-07 2.09526e-05 -1.93408e-06 -1.13224e-05 -2.09826e-07 -6.37666e-07 -3.47967e-05 5.64012e-08 -4.85984e-07 1.47092e-08 -7.228e-07 -2.13489e-07 -7.59186e-07 4.84697e-08 -2.06696e-05 1.11346e-05 -1.32609e-06
internal_weight=0 3101 3079 53 3026 3003 141 121 61 60 2862 2839 2819 2783 182 2601 158 2581 2561 51 2510 2488 2453 2416 2380 2360 2268 92 63 2231
internal_count=3121 3101 3079 53 3026 3003 141 121 61 60 2862 2839 2819 2783 182 2601 158 2581 2561 51 2510 2488 2453 2416 2380 2360 2268 92 63 2231
is_linear=0
shrinkage=0.1


Tree=3922
num_leaves=31
num_cat=0
split_feature=132 399 1203 393 1176 1177 3 3 1 15 4 3 402 1210 13 402 43 403 3 49 3 1447 1456 475 1429 42 475 151 3 15
split_gain=3.50729e-06 1.75194e-05 1.45972e-05 2.99668e-06 3.15876e-06 3.11397e-06 3.14808e-06 1.428e-05 5.01461e-05 1.60234e-05 1.23117e-05 1.05421e-05 1.10439e-05 1.84824e-05 6.03118e-05 1.00061e-05 1.95399e-05 1.75616e-05 1.20489e-05 1.31772e-05 2.06339e-05 1.154e-05 1.5751e-05 1.54822e-05 2.17848e-05 1.76743e-05 3.55315e-05 1.9353e-05 9.38431e-06 1.04689e-05
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.10992000000000002 0.086510000000000017 -1.0000000180025095e-35 -0.082594999999999988 -0.083344999999999989 0.090840000000000018 0.089595000000000022 -0.025314999999999994 -0.082334999999999978 0.15960500000000002 -0.064344999999999999 -0.089109999999999981 0.11174500000000002 -0.040344999999999992 -0.5341999999999999 -0.083924999999999986 -0.010699999999999999 -0.084524999999999975 -0.086279999999999982 -0.089834999999999984 -0.086279999999999982 0.083870000000000014 0.083715000000000026 -0.084264999999999993 -0.09693499999999998 -0.086424999999999988 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 7 15 9 10 -9 -8 13 14 -13 17 -17 -7 19 28 21 -21 -23 24 -24 27 -27 -25 29 -19
right_child=1 -3 -4 -5 -6 6 11 8 -10 -11 -12 12 -14 -15 -16 16 -18 18 -20 20 -22 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=-3.9896263638647917e-06 -3.5125616501318291e-05 6.8368285017066609e-05 -9.3674431573163028e-05 -3.8553091108042289e-05 3.9892571330710779e-05 8.9554870678314376e-05 -5.4470130635309033e-05 -2.2403718979885092e-06 -8.7635967991611153e-05 0.00016142127387865914 0.00010162183000545611 -7.3334004846401519e-05 -7.0007000012201783e-05 -2.1009939009283513e-06 0.00015239389378370234 2.2915893627907194e-05 -0.000111941272486795 4.0042625450696167e-06 -5.4821499567903655e-05 7.5294832672427782e-05 8.8916488288481155e-05 -6.7581912662717511e-05 -0.00011084464215225755 -9.290682459582708e-05 1.4216781866783398e-05 0.00016064062548962069 2.1340686727863149e-05 5.4185921917706198e-06 -6.6416252033180888e-05 -6.9074162896261756e-05
leaf_weight=196 25 38 20 20 20 23 38 21 22 20 25 20 23 1580 29 21 22 107 37 23 31 30 26 21 30 21 143 428 37 24
leaf_count=196 25 38 20 20 20 23 38 21 22 20 25 20 23 1580 29 21 22 107 37 23 31 30 26 21 30 21 143 428 37 24
internal_value=0 9.14097e-07 -1.22938e-05 2.00412e-08 2.91015e-07 1.08484e-08 3.24343e-07 4.45653e-06 4.31129e-05 8.66958e-05 5.42065e-05 -2.39459e-06 -1.19672e-06 -2.25186e-07 6.02601e-05 1.1345e-06 -4.60808e-05 3.20408e-06 1.13094e-06 3.37876e-06 9.02864e-06 5.59855e-06 3.30525e-06 6.48405e-06 -4.38475e-05 1.1082e-05 3.91779e-05 8.19853e-07 -2.19448e-05 -9.38415e-06
internal_weight=0 2905 216 2867 2847 2827 2802 1112 88 66 46 1690 1652 1629 49 1024 43 981 958 921 753 722 699 669 56 613 164 449 168 131
internal_count=3121 2905 216 2867 2847 2827 2802 1112 88 66 46 1690 1652 1629 49 1024 43 981 958 921 753 722 699 669 56 613 164 449 168 131
is_linear=0
shrinkage=0.1


Tree=3923
num_leaves=31
num_cat=0
split_feature=12 130 394 403 400 16 133 46 1428 473 16 471 11 12 16 1426 1428 154 1456 1429 474 50 471 474 1427 1447 480 159 482 4
split_gain=2.85488e-06 6.59424e-06 3.19753e-06 2.56891e-05 3.21885e-06 1.10146e-05 4.82577e-06 2.95183e-06 4.36017e-06 9.26489e-06 3.98377e-06 3.79516e-06 4.80881e-06 1.89238e-05 1.25769e-05 7.9435e-06 4.07494e-06 4.93046e-06 3.74558e-06 4.14164e-06 3.88468e-06 6.0248e-06 5.05344e-06 5.77539e-06 5.54395e-06 6.49209e-06 5.36786e-06 3.89812e-06 5.25782e-06 1.01903e-05
threshold=0.23631000000000002 -0.22461999999999996 0.013605000000000001 -0.074254999999999988 0.10782000000000001 -0.077074999999999991 -0.54084999999999994 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.072804999999999981 -0.083284999999999984 0.090070000000000025 0.10149500000000002 -0.010699999999999999 -0.068029999999999993 0.092095000000000024 0.085530000000000009 0.11510000000000002 0.11023000000000001 0.11134000000000001 0.13857500000000003 0.089900000000000022 0.10135500000000001 0.089335000000000012 0.087755000000000014 0.11191000000000002 -0.47215999999999997 0.10932500000000002 -0.062539999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -6 -3 8 -8 -10 -9 -11 15 -14 -15 -13 17 18 19 20 21 22 23 24 25 26 27 -17 -29 -30
right_child=-2 2 3 -5 5 -7 7 10 9 11 -12 12 13 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=4.9464520513235283e-05 -3.5101365637788352e-05 4.35575806623092e-05 9.5900789696875464e-05 -4.0988663420585944e-05 -7.8372901473564783e-05 1.7767811494615253e-05 -3.766259368376268e-05 -3.6089810316258557e-06 6.7279863033036248e-05 -4.2394061248077466e-05 5.6633084668213824e-05 -5.6418815676387078e-05 8.0144216657545796e-05 2.6726206501566424e-05 -7.7899502502987172e-05 4.1742606592942185e-05 4.299874006911913e-05 -5.068958991614637e-05 3.0318538785267218e-05 -3.6506616018441768e-05 4.3046130886068565e-05 -4.4317347646938292e-05 4.2377541723436919e-05 -4.6279456156688481e-05 4.7221457801545819e-05 -5.2830430043589641e-05 3.6725556789238723e-05 -9.0354517933181033e-07 -8.8261157870874753e-05 1.0364726652121385e-05
leaf_weight=27 23 25 26 29 22 26 32 23 20 22 21 26 34 27 20 21 21 20 38 33 20 32 27 28 24 24 38 2350 20 22
leaf_count=27 23 25 26 29 22 26 32 23 20 22 21 26 34 27 20 21 21 20 38 33 20 32 27 28 24 24 38 2350 20 22
internal_value=0 2.60607e-07 -1.7199e-07 2.37227e-05 -6.07736e-07 -2.62967e-05 -1.92281e-07 -5.63925e-07 -9.54094e-07 -5.44372e-07 2.51429e-05 -1.02083e-06 -6.98635e-07 2.33151e-05 -1.77954e-05 -1.40749e-06 -8.81264e-07 -1.22293e-06 -8.53365e-07 -1.30222e-06 -8.56425e-07 -1.19597e-06 -6.55682e-07 -1.11547e-06 -6.09436e-07 -1.07325e-06 -5.66448e-07 -1.15372e-06 -1.53032e-06 -3.66e-05
internal_weight=0 3098 3071 55 3016 48 2968 2943 2899 2867 44 2847 2825 81 47 2744 2718 2697 2677 2639 2606 2586 2554 2527 2499 2475 2451 2413 2392 42
internal_count=3121 3098 3071 55 3016 48 2968 2943 2899 2867 44 2847 2825 81 47 2744 2718 2697 2677 2639 2606 2586 2554 2527 2499 2475 2451 2413 2392 42
is_linear=0
shrinkage=0.1


Tree=3924
num_leaves=31
num_cat=0
split_feature=130 12 132 1185 15 49 2 2 47 2 403 51 4 50 16 1 13 160 159 484 1 401 12 142 45 147 147 1426 16 16
split_gain=3.31709e-06 6.90258e-06 2.82703e-06 1.4737e-05 1.21576e-05 3.00166e-06 7.54101e-06 5.60868e-06 4.58068e-06 5.5709e-06 4.0242e-06 2.70531e-06 9.39384e-06 1.07919e-05 1.49333e-05 1.58597e-05 6.73228e-06 6.15581e-06 9.41445e-06 9.13903e-06 5.39047e-06 4.76227e-06 5.26479e-06 1.11647e-05 1.19718e-05 4.61409e-06 4.6331e-06 7.06268e-06 5.28822e-06 2.79369e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.083449999999999983 -0.087384999999999977 0.092400000000000024 0.10211000000000002 0.10136500000000002 0.089320000000000024 0.085770000000000027 0.085955000000000018 -0.089609999999999981 0.10027500000000002 0.033845000000000007 0.10030500000000002 -0.072359999999999994 0.10337500000000001 -0.0069799999999999992 -0.40698999999999991 -0.26590999999999992 -0.070054999999999992 0.093400000000000025 0.13699500000000003 0.12757000000000002 -0.057499999999999989 0.083445000000000005 0.099730000000000027 0.093875000000000014 -0.094284999999999994 0.0013750000000000001 -0.0013749999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 9 10 -2 21 13 14 -13 -16 -14 18 -15 -19 -21 22 23 -5 25 26 27 -25 29 -29
right_child=1 -3 3 11 -6 -7 -8 -9 -10 -11 -12 12 16 17 15 -17 -18 19 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-4.0594549641355119e-05 2.8662250770139508e-05 5.6076467180074286e-05 8.2225389699239966e-05 7.4364696083648602e-05 -7.6744483521906659e-05 2.9717871839238797e-05 -5.5810474980346588e-05 4.8266994186137293e-05 -4.7884384961931084e-05 4.9648475637695811e-05 -2.3718751412657599e-05 9.8242713967479321e-05 4.3694058810863437e-06 2.5660953261566734e-05 6.9864802354948968e-05 -3.7693268357794177e-05 -7.5794616714119917e-05 -2.511991241619633e-05 -5.8292902459095995e-05 7.4379536952754409e-05 9.2450835154522803e-06 -4.7258608207233594e-05 -4.3656023927139489e-05 5.9240002665319485e-05 -6.9502571888733662e-05 4.1951160605654324e-05 -4.1593675497871892e-05 2.6717634986678674e-07 -7.9078709167956706e-06 7.4694093579042749e-05
leaf_weight=20 20 22 22 20 25 25 27 22 22 20 55 33 22 22 26 29 20 31 34 27 24 22 28 20 25 26 27 1674 679 52
leaf_count=20 20 22 22 20 25 25 27 22 22 20 55 33 22 22 26 29 20 31 34 27 24 22 28 20 25 26 27 1674 679 52
internal_value=0 2.61814e-07 -1.36991e-07 6.95303e-07 -1.11687e-05 -2.58553e-06 -7.4505e-06 1.94317e-06 -6.76729e-06 2.75456e-06 -9.75048e-06 6.39539e-08 9.62544e-06 1.76964e-05 4.50612e-05 1.31524e-05 -3.38039e-05 2.46337e-07 -2.5311e-05 1.77001e-05 4.3728e-05 -9.31957e-07 -5.32433e-07 -5.38516e-08 -6.48486e-07 4.61674e-08 -3.98176e-07 6.04956e-08 -4.31642e-07 2.50947e-06
internal_weight=0 3101 3079 2863 216 191 166 139 117 95 75 2841 268 226 88 55 42 138 56 82 51 2573 2551 2523 2503 2478 2452 2425 2405 1726
internal_count=3121 3101 3079 2863 216 191 166 139 117 95 75 2841 268 226 88 55 42 138 56 82 51 2573 2551 2523 2503 2478 2452 2425 2405 1726
is_linear=0
shrinkage=0.1


Tree=3925
num_leaves=31
num_cat=0
split_feature=12 130 46 16 474 49 49 133 1 52 1373 150 3 147 0 1374 1373 3 3 3 1211 399 1210 1210 3 4 12 0 4 1213
split_gain=3.13422e-06 5.89858e-06 3.06033e-06 4.40662e-06 3.70475e-06 3.55882e-06 7.4742e-06 6.26068e-06 8.98681e-06 6.47349e-06 5.32714e-06 6.57588e-06 1.41543e-05 6.78672e-06 8.13221e-06 4.70146e-06 4.46692e-06 4.47096e-06 1.3882e-05 1.27046e-05 1.09042e-05 1.47553e-05 1.06822e-05 1.79994e-05 1.02465e-05 1.18529e-05 3.34108e-05 2.89475e-05 1.05365e-05 9.89535e-06
threshold=0.23631000000000002 -0.22461999999999996 0.084955000000000017 -0.074319999999999983 0.11568500000000002 -0.10069499999999999 -0.088694999999999982 0.085815000000000016 0.082535000000000011 -0.011499999999999998 -1.0000000180025095e-35 0.12706500000000001 -0.076669999999999988 0.097985000000000017 -0.26343999999999995 0.089935000000000015 0.086880000000000013 -0.082234999999999989 -0.082039999999999988 -0.082334999999999978 0.11048500000000001 0.091255000000000017 -0.23316499999999998 -0.08861999999999999 -0.081734999999999988 -0.078629999999999992 0.093965000000000007 -0.097274999999999986 -0.077834999999999988 -0.090764999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 -7 8 -3 -9 -8 13 -13 14 -12 16 17 19 -19 20 21 22 -16 -24 -20 26 27 -26 -27 -29
right_child=-2 2 3 -5 -6 6 10 9 -10 -11 11 12 -14 -15 15 -17 -18 18 24 -21 -22 -23 23 -25 25 28 -28 29 -30 -31
leaf_value=4.6809273219507842e-05 -3.6778569653467022e-05 -4.5109496662415294e-05 -9.2362415125535348e-06 5.3739623503133775e-05 -3.2409180372875809e-05 -4.9716633170206596e-05 -4.8275927711865337e-05 6.5679805369914649e-06 2.2689484982644596e-05 8.3361058900861636e-05 6.0521301268388267e-05 -2.0404985125423991e-05 9.7141798600898176e-05 -4.8664083887756693e-05 7.381651841916167e-05 3.8196848537418489e-05 -4.1440346184471209e-05 -6.8373295143966535e-05 5.1469631965600833e-05 7.7606820274883406e-05 6.5360125531528705e-05 -6.0202496273345075e-05 -8.2057385705411434e-05 3.7971803949564866e-06 -0.00012192565482109785 6.1540317761278455e-05 -0.00013447276437364054 -5.5222369846887891e-05 -1.6500571648538741e-06 1.3078070451228997e-05
leaf_weight=27 23 29 20 25 36 31 23 21 60 23 22 20 21 29 21 31 27 33 34 23 27 38 25 1051 21 27 25 25 1163 140
leaf_count=27 23 29 20 25 36 31 23 21 60 23 22 20 21 29 21 31 27 33 34 23 27 38 25 1051 21 27 25 25 1163 140
internal_value=0 2.73053e-07 -1.3609e-07 2.57504e-05 -5.2105e-07 -1.37113e-07 -8.81482e-07 1.58528e-05 5.97682e-07 4.67098e-05 -3.45781e-07 4.75095e-08 3.98019e-05 -5.42617e-07 -3.1998e-08 -5.23393e-07 -9.71277e-07 -5.59417e-07 -4.24773e-06 4.00973e-06 2.55299e-06 1.0589e-06 3.18099e-06 1.80242e-06 -2.77306e-06 -4.08945e-06 -2.59331e-05 -1.13445e-05 -2.16326e-07 2.72952e-06
internal_weight=0 3098 3071 45 3026 2990 2857 133 89 44 2826 2803 41 2762 2733 2711 2680 2653 1468 1185 1162 1135 1097 1076 1435 1401 211 186 1190 165
internal_count=3121 3098 3071 45 3026 2990 2857 133 89 44 2826 2803 41 2762 2733 2711 2680 2653 1468 1185 1162 1135 1097 1076 1435 1401 211 186 1190 165
is_linear=0
shrinkage=0.1


Tree=3926
num_leaves=31
num_cat=0
split_feature=130 12 132 50 1185 1203 16 16 0 3 399 46 1428 473 471 3 12 3 2 41 41 42 1 47 0 47 0 47 148 148
split_gain=3.35044e-06 6.4332e-06 2.76465e-06 7.75937e-05 4.24769e-05 1.20713e-05 2.98106e-06 4.51942e-06 3.33702e-06 2.7242e-06 4.24191e-06 2.50646e-06 3.60308e-06 7.405e-06 3.22948e-06 3.43102e-06 1.28247e-05 2.12247e-05 8.26737e-06 7.76686e-06 1.44951e-05 1.42096e-05 6.36712e-06 3.68924e-06 3.20125e-05 6.08881e-05 2.09743e-05 1.32717e-05 7.21693e-06 7.632e-06
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.097644999999999996 -0.090054999999999982 -0.087084999999999982 -0.073309999999999986 0.088190000000000018 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 -0.16726499999999997 0.10149500000000002 -0.24190499999999995 0.10467500000000002 0.088180000000000008 0.082735000000000017 0.09858500000000002 0.103565 0.092165000000000011 -0.10224499999999999 0.10904500000000002 -0.095504999999999993 0.088915000000000008 -0.10069499999999999 -0.084449999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 -2 -8 -9 10 -10 12 -6 -14 -15 16 17 18 -16 20 23 -21 -20 27 25 -25 -26 28 -17 -30
right_child=1 -3 4 -5 11 -7 7 8 9 -11 -12 -13 13 14 15 19 -18 -19 22 21 -22 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-4.07980763679916e-05 3.1613112885679581e-05 5.4146678997891617e-05 -0.00013936772189812144 0.00019348070962310192 -3.3613681466704293e-05 -8.2339735010350529e-05 -4.2760691158710638e-05 3.348535641702323e-05 -4.2720965795910386e-05 2.0912813086911062e-05 5.9934571347697878e-06 2.3803540336137469e-05 6.0763010797018072e-05 -3.8466425561203078e-05 5.0199270335724575e-05 5.1151894284110447e-05 -4.2760866621204612e-05 9.1710289277551445e-05 -6.8888536952727014e-05 -0.00010517379341763445 8.478653748170473e-05 2.275281076435931e-06 8.2598213141508228e-06 -0.00020781058665306774 0.00010578854024061002 -4.8153250827454038e-06 -2.4747179822150113e-06 7.0297540952634773e-05 -5.6947887242131404e-05 -2.4727187072169052e-07
leaf_weight=20 25 22 22 21 32 20 27 27 33 27 39 44 20 22 20 27 29 38 20 20 20 32 23 22 20 45 170 27 24 2183
leaf_count=20 25 22 22 21 32 20 27 27 33 27 39 44 20 22 20 27 29 38 20 20 20 32 23 22 20 45 170 27 24 2183
internal_value=0 2.63129e-07 -1.21878e-07 1.07068e-05 -9.51068e-07 -8.67829e-06 -4.01726e-07 -5.63291e-06 2.32304e-06 -6.17577e-06 -1.6334e-05 1.21929e-07 -2.5101e-07 1.35524e-07 -3.0669e-07 1.95495e-09 1.58547e-05 3.2685e-05 -2.91761e-06 -7.93745e-07 -9.90231e-09 -3.90513e-05 -2.76231e-05 -6.83424e-07 -1.20368e-05 -7.14705e-05 8.92141e-06 6.07073e-07 -2.35203e-07 -8.63862e-07
internal_weight=0 3101 3079 219 2860 198 178 153 126 99 72 2838 2794 2762 2742 2720 130 101 63 2590 2538 52 43 2518 257 67 190 2261 2234 2207
internal_count=3121 3101 3079 219 2860 198 178 153 126 99 72 2838 2794 2762 2742 2720 130 101 63 2590 2538 52 43 2518 257 67 190 2261 2234 2207
is_linear=0
shrinkage=0.1


Tree=3927
num_leaves=31
num_cat=0
split_feature=12 130 147 142 11 147 148 1365 33 15 9 9 31 2 15 43 133 160 0 148 376 43 40 48 448 1 2 52 2 131
split_gain=3.36394e-06 5.40178e-06 3.20761e-06 5.49813e-06 1.17505e-05 6.44307e-06 6.08586e-06 4.21761e-06 4.13716e-06 3.50671e-06 7.39214e-06 6.41528e-06 6.1648e-06 9.34458e-06 1.96076e-05 6.13246e-06 1.05164e-05 9.79693e-06 6.00502e-06 6.04669e-06 4.33437e-06 9.9835e-06 8.3724e-06 7.67061e-06 4.55679e-06 3.94598e-06 5.53024e-06 9.5849e-06 6.75383e-06 5.68573e-06
threshold=0.23631000000000002 -0.22461999999999996 0.11204500000000002 -0.057499999999999989 -0.014494999999999999 0.095485000000000014 -0.098399999999999974 0.087370000000000017 -0.044254999999999996 -0.46471999999999997 0.091905000000000014 -0.08619499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074054999999999996 -0.074974999999999986 0.089405000000000012 -0.061914999999999991 -0.26343999999999995 -0.084924999999999987 0.083890000000000006 -0.052894999999999991 -0.083564999999999987 0.085700000000000012 -0.083689999999999987 0.13927000000000003 0.12198500000000001 -1.0000000180025095e-35 0.11824000000000001 0.13767000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 8 -8 15 11 -11 -13 14 -14 16 -10 -17 -15 -20 22 23 -21 -22 -24 26 28 -28 29 -26
right_child=-2 2 -4 4 5 -7 7 -9 9 10 -12 12 13 18 -16 17 -18 -19 19 20 21 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=4.4816280973868235e-05 -3.8102572916218578e-05 5.24124113326252e-05 -4.0025596499617682e-05 -7.3009079113200479e-05 -4.6555231425112916e-05 4.3625751710779327e-05 4.526256928329531e-05 4.1185799724189567e-05 5.5753165937251962e-05 4.8436611429484146e-05 -5.2757723040905641e-05 -5.3646904892784308e-05 0.00011873365991050378 5.4616670786344913e-05 -2.1293624140525938e-05 -8.1370955927130312e-06 -3.7861104207574199e-05 -9.042661271371839e-05 5.1824279878267342e-05 -4.7479371390251734e-05 9.2600569168217088e-05 -2.4694967726612014e-05 -4.1650858097623484e-05 1.000706202334682e-05 1.4237271309933557e-07 -3.0740403824546814e-05 4.7276911432291733e-05 -3.9202278868487625e-06 -4.2839554264087624e-05 -5.3412714114529083e-05
leaf_weight=27 23 20 20 22 28 34 20 25 24 28 26 21 20 20 20 39 24 23 22 39 23 27 27 22 2249 42 66 82 38 20
leaf_count=27 23 20 20 22 28 34 20 25 24 28 26 21 20 20 20 39 24 23 22 39 23 27 27 22 2249 42 66 82 38 20
internal_value=0 2.82878e-07 -1.08657e-07 1.53008e-07 -1.91825e-07 3.40571e-07 -1.54117e-07 2.86749e-07 -6.31743e-08 -3.7555e-07 3.14435e-07 8.13306e-07 3.26289e-07 7.43454e-07 4.872e-05 -1.78886e-05 8.94603e-06 -3.86639e-05 2.6583e-08 -3.84332e-07 -8.2023e-07 2.33778e-05 -1.5e-06 5.22215e-05 -7.89546e-07 -3.47713e-07 1.72243e-07 1.89109e-05 -1.02989e-06 -3.29686e-07
internal_weight=0 3098 3071 3051 3031 3009 2975 2947 2922 2902 2792 2766 2738 2717 40 110 48 62 2677 2657 2635 72 2563 45 2524 2497 2455 148 2307 2269
internal_count=3121 3098 3071 3051 3031 3009 2975 2947 2922 2902 2792 2766 2738 2717 40 110 48 62 2677 2657 2635 72 2563 45 2524 2497 2455 148 2307 2269
is_linear=0
shrinkage=0.1


Tree=3928
num_leaves=31
num_cat=0
split_feature=130 39 132 1185 15 1186 0 16 3 130 2 400 124 33 9 9 15 160 160 131 159 131 480 481 403 158 16 16 160 1371
split_gain=3.34834e-06 6.19647e-06 3.39511e-06 1.95605e-05 9.04293e-06 6.07319e-06 5.32069e-06 5.98149e-06 4.06925e-06 3.31841e-06 5.70232e-06 3.75085e-06 2.8659e-06 3.03837e-06 3.95358e-06 6.78672e-06 3.93379e-06 2.89565e-06 8.05752e-06 8.12676e-06 1.96989e-05 1.37524e-05 1.32067e-05 1.83237e-05 9.02104e-06 1.06779e-05 7.91224e-06 1.00936e-05 7.60904e-06 3.74464e-05
threshold=-0.23647499999999996 0.15438500000000002 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.073309999999999986 -0.081299999999999983 -0.086769999999999986 0.096505000000000021 0.085485000000000019 -0.087079999999999977 0.14970500000000003 -0.012019999999999998 0.09055500000000001 0.10750500000000002 -0.56020999999999987 -0.092929999999999985 -0.10151499999999998 0.089415000000000008 0.10713500000000002 0.09172000000000001 0.11240000000000001 -0.085784999999999986 -0.084339999999999984 0.092615000000000017 -0.0083599999999999976 0.052820000000000013 -0.081969999999999987 0.083235000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 9 -9 10 11 -2 13 -5 16 -16 -15 18 19 20 22 -21 23 -18 -25 26 -26 -28 -19 -30
right_child=1 -3 3 12 -6 -7 -8 8 -10 -11 -12 -13 -14 14 15 -17 17 28 -20 21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-4.0785306110251442e-05 3.3990679477700841e-05 5.0878057860851794e-05 9.6946493015691114e-05 -3.3581128526647166e-05 -6.8724786004167976e-05 -5.5641861261046007e-05 -4.351761261046783e-05 4.2710303841886346e-06 6.4268717806743761e-05 2.7598728653780809e-05 -5.4448096489068123e-05 -1.8615613567597009e-05 3.6883048423554838e-05 -4.2492529163692694e-05 6.3284489722438883e-05 -1.1287785982067757e-05 -8.8208758010612496e-05 -2.1681885715618363e-05 6.6703180345939478e-05 -9.7085896068165316e-05 9.5935091085266332e-05 5.3603875034911508e-06 7.608338866861152e-05 6.0843085213071808e-05 -5.5289657614897203e-06 -7.1108014672063299e-05 8.2963175149276293e-05 -1.1529948533279822e-05 -1.0746765921859793e-06 0.00013311641336518474
leaf_weight=20 23 24 21 27 25 21 23 20 26 24 25 33 21 22 26 23 23 171 22 20 25 38 23 26 150 20 26 20 2132 21
leaf_count=20 23 24 21 27 25 21 23 20 26 24 25 33 21 22 26 23 23 171 22 20 25 38 23 26 150 20 26 20 2132 21
internal_value=0 2.6305e-07 -1.31737e-07 7.90025e-07 -1.21021e-05 -4.84277e-06 1.28816e-06 8.11288e-06 3.81828e-05 -5.0606e-06 -1.47374e-05 2.99054e-06 7.80065e-08 -1.9656e-07 1.26748e-07 2.82812e-05 -3.76928e-07 -3.59106e-08 7.9028e-06 4.41598e-06 1.07871e-05 -2.99659e-05 3.39575e-06 -2.91299e-06 5.19363e-06 -1.50491e-06 5.59744e-06 4.18792e-05 -1.37839e-06 2.34201e-07
internal_weight=0 3101 3077 2857 220 195 174 151 46 105 81 56 2836 2815 2788 49 2739 2717 393 371 313 58 288 265 242 216 196 46 2324 2153
internal_count=3121 3101 3077 2857 220 195 174 151 46 105 81 56 2836 2815 2788 49 2739 2717 393 371 313 58 288 265 242 216 196 46 2324 2153
is_linear=0
shrinkage=0.1


Tree=3929
num_leaves=31
num_cat=0
split_feature=421 9 10 2 13 2 34 2 13 9 2 2 2 399 1185 4 1 3 2 0 15 1186 1209 42 2 4 42 2 4 131
split_gain=3.37991e-06 7.11951e-06 1.4349e-05 2.42916e-05 1.10131e-05 9.14589e-06 4.63142e-06 5.08436e-06 8.73865e-06 5.44334e-06 3.99668e-06 1.93299e-05 1.68402e-05 1.58289e-05 1.76868e-05 1.45634e-05 6.4878e-05 1.9178e-05 3.28146e-05 2.53077e-05 2.12831e-05 1.29656e-05 1.17101e-05 1.07868e-05 3.2119e-05 2.78621e-05 2.49495e-05 5.94256e-05 2.49153e-05 2.34348e-05
threshold=-1.0000000180025095e-35 0.092890000000000014 0.053330000000000009 -0.15339499999999998 -0.0075049999999999987 -0.090999999999999984 -0.085114999999999982 -0.0091949999999999983 -0.011289999999999998 -0.036024999999999995 0.085785000000000014 0.085955000000000018 0.086100000000000024 0.091580000000000009 -0.014244999999999999 0.052250000000000012 0.096575000000000008 -0.069009999999999974 0.083795000000000022 -0.082184999999999994 0.11657500000000001 -0.089559999999999987 -0.085744999999999988 0.088295000000000012 0.083715000000000026 -0.081224999999999978 0.086950000000000013 0.083995000000000014 -0.077679999999999985 0.089415000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -3 -2 -7 8 -8 -9 13 -12 -13 14 -11 17 -17 20 19 -19 23 -14 -23 26 25 -25 -16 -28 -27 -30
right_child=1 4 3 -5 -6 6 7 9 -10 10 11 12 21 -15 15 16 -18 18 -20 -21 -22 22 -24 24 -26 28 27 -29 29 -31
leaf_value=-4.0977132266561972e-05 5.6379203638714219e-05 -4.4976248682360163e-06 1.7686328889491657e-05 -0.00013441516862041595 9.5060443672991834e-05 4.4649373368251286e-05 1.289639588321734e-05 -4.6363174399630225e-05 -7.8435079616280166e-05 -8.9403265665168884e-05 -9.754185520294067e-05 8.798141352599487e-05 -8.2152943141409205e-05 8.272794128830496e-05 3.5303978256597825e-06 0.00019790768232529185 4.1322796960230336e-07 -0.00015377301108726119 5.5546005577248847e-05 -2.0486729396185998e-05 0.00010802318050991746 -7.7315959279076205e-05 -3.8504624051970928e-07 9.0245136881752976e-05 -0.00011662851846065475 -8.7331863055863478e-05 -7.2212670602311851e-06 0.00019855603978098576 5.0149499084146823e-05 -3.1110983642032679e-05
leaf_weight=20 29 25 21 21 20 23 20 25 22 20 21 21 20 26 418 21 80 28 23 29 20 20 1850 29 27 38 36 23 62 83
leaf_count=20 29 25 21 21 20 23 20 25 22 20 21 21 20 26 418 21 80 28 23 29 20 20 1850 29 27 38 36 23 62 83
internal_value=0 2.64285e-07 -3.17154e-07 -5.83644e-05 3.97504e-05 4.91733e-07 -5.12269e-08 -3.98328e-07 -3.49439e-05 9.85602e-08 4.99784e-07 -2.12344e-06 -1.07488e-06 5.76257e-06 3.62693e-06 5.65594e-06 4.14764e-05 1.22228e-06 -4.52775e-05 -8.59607e-05 6.2766e-06 -2.0644e-06 -1.20784e-06 3.43452e-06 -1.39055e-05 -8.22852e-07 1.21227e-05 7.2997e-05 -1.52544e-05 3.63488e-06
internal_weight=0 3101 3056 42 45 3014 2985 2962 42 2920 2895 1932 1911 963 937 917 101 816 80 57 736 1890 1870 716 239 212 477 59 183 145
internal_count=3121 3101 3056 42 45 3014 2985 2962 42 2920 2895 1932 1911 963 937 917 101 816 80 57 736 1890 1870 716 239 212 477 59 183 145
is_linear=0
shrinkage=0.1


Tree=3930
num_leaves=31
num_cat=0
split_feature=12 4 10 1 1 51 9 33 42 484 475 475 484 484 474 12 3 52 484 148 447 3 123 457 13 13 52 3 1 9
split_gain=3.37825e-06 5.60179e-06 3.62904e-06 1.35286e-05 7.9015e-06 5.1235e-06 4.67796e-06 2.75668e-05 3.44328e-06 3.27094e-06 2.83647e-05 1.9235e-05 1.25949e-05 8.63474e-06 1.57064e-05 3.11074e-05 9.1171e-06 1.13718e-05 9.59163e-06 5.86836e-06 1.0131e-05 5.19021e-06 4.711e-06 4.83537e-06 4.75664e-06 1.80662e-05 1.04601e-05 7.74204e-06 7.80396e-06 8.16794e-06
threshold=0.23631000000000002 0.63113500000000011 -0.010699999999999999 0.093400000000000025 0.11061500000000002 0.095820000000000016 0.092235000000000011 -1.0000000180025095e-35 0.086665000000000006 0.085790000000000019 -0.085774999999999976 -0.084169999999999981 0.085435000000000025 0.10455500000000001 0.088710000000000011 0.084595000000000017 -0.094874999999999987 -0.069804999999999992 0.11803500000000001 -0.10069499999999999 0.094580000000000011 -0.070649999999999977 0.11679000000000002 0.41022000000000008 -0.16152999999999998 -0.40078499999999995 -0.0092699999999999987 0.14121000000000003 0.13820500000000002 -0.013509999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 8 7 -4 -6 12 -11 -12 19 14 15 -13 -15 -18 -19 -9 22 -20 23 24 25 26 -21 28 29 -26
right_child=-2 -3 6 4 5 -7 -8 9 -10 10 11 13 -14 16 -16 -17 17 18 21 20 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-8.8100944665050272e-05 -3.8183501429438881e-05 4.4809374295644897e-05 0.00011797856801422313 5.1474832914457446e-05 -6.4328833958943906e-05 2.1391728527801619e-05 -3.5290821213291368e-05 4.5388422034287447e-05 -7.5950823520543048e-06 -0.00010373344033221908 8.0445798967385043e-05 -5.627193759403568e-06 7.8412136367876973e-05 6.8061295487929045e-05 4.2209622981979265e-05 -0.00014194658765168594 -6.6442982073488597e-05 6.9740658066373075e-05 -2.5328287669075828e-05 -3.1766369970536026e-05 -7.074371642374899e-05 3.3726707393229431e-05 4.0782248520529192e-05 4.6922970002263105e-05 4.8747678270696531e-05 -7.9411619205659785e-05 4.9128456317482757e-05 5.9770958779898308e-05 -5.2306415091152304e-05 7.5524201086607858e-08
leaf_weight=22 23 28 20 22 23 22 36 29 20 29 27 47 21 21 22 26 23 22 46 31 20 22 29 22 35 35 33 22 28 2315
leaf_count=22 23 28 20 22 23 22 36 29 20 29 27 47 21 21 22 26 23 22 46 31 20 22 29 22 35 35 33 22 28 2315
internal_value=0 2.83477e-07 -1.22623e-07 -1.80424e-05 -3.26442e-07 -1.78592e-05 5.37038e-07 9.77996e-07 -3.7941e-05 1.72485e-07 -1.00015e-05 6.16556e-07 1.2792e-06 -8.79563e-06 -3.18577e-05 -5.41793e-05 7.55432e-06 -3.69033e-06 1.23465e-05 6.55962e-07 1.51198e-07 -6.22226e-06 7.07237e-07 2.46239e-07 -1.6468e-07 -2.16457e-05 9.94502e-06 7.21412e-07 1.75117e-07 8.00429e-07
internal_weight=0 3098 3070 109 87 65 2961 2925 43 2905 285 256 2620 229 95 73 134 113 90 2599 2570 68 2550 2521 2499 99 64 2400 2378 2350
internal_count=3121 3098 3070 109 87 65 2961 2925 43 2905 285 256 2620 229 95 73 134 113 90 2599 2570 68 2550 2521 2499 99 64 2400 2378 2350
is_linear=0
shrinkage=0.1


Tree=3931
num_leaves=31
num_cat=0
split_feature=33 130 10 12 40 2 142 34 9 1 132 1203 1185 50 16 49 131 16 2 4 1 1452 2 1453 46 474 3 49 1456 42
split_gain=3.24752e-06 3.28409e-06 6.03565e-06 8.96173e-06 6.56071e-06 4.93694e-06 6.33435e-06 3.19509e-06 5.87257e-06 8.55682e-06 3.00517e-06 8.53423e-05 3.78047e-05 1.72025e-05 3.44795e-06 5.50082e-06 8.05004e-06 4.33607e-06 3.29936e-06 4.49714e-06 3.60812e-06 3.47448e-06 7.78593e-06 5.48751e-06 5.35625e-06 6.47218e-06 1.05137e-05 8.09212e-06 7.83684e-06 4.61642e-06
threshold=-0.009184999999999997 -0.23647499999999996 -0.38124499999999995 -0.083994999999999986 -0.24134999999999998 0.17025000000000004 -1.0000000180025095e-35 -0.112215 0.088235000000000022 0.12577000000000002 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.097644999999999996 0.09567500000000001 -0.076979999999999979 -0.072804999999999981 0.14285500000000004 0.08184000000000001 0.14326500000000003 0.096800000000000011 0.092480000000000021 0.087805000000000008 0.084955000000000017 0.10381000000000001 -0.082794999999999994 0.084945000000000007 0.11510000000000002 0.12293000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 -8 10 -10 11 13 -12 14 -9 16 -16 -18 21 -20 -21 23 -23 24 25 28 -27 -28 29 -14
right_child=1 2 4 -5 5 -7 7 8 9 -11 12 -13 18 -15 15 -17 17 -19 19 20 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-3.2205314158589674e-05 -4.0067722984531429e-05 -6.9284517459371789e-06 -5.5629630930655234e-05 8.6604210046061788e-05 -5.0005656239591192e-05 4.8776019665248375e-05 -3.8324931596261675e-05 3.8411976592297748e-05 8.5285064351410262e-05 -5.0912345944776795e-06 -0.00013116977074374022 0.00020831024364639461 2.8327176955499285e-07 -9.6558691038808322e-05 6.0730181351010248e-05 -4.8970533712038208e-05 4.8627606095881983e-06 -4.1633047287716724e-05 4.8034463939342565e-05 -2.5701504877361005e-05 2.9826014856966635e-05 1.3509273374789171e-05 -5.6880226563380074e-05 5.1319440605030171e-05 4.1986825405426016e-05 1.8411724158795551e-05 -0.00010560793369742377 -1.8822983325993518e-05 5.7207681099195418e-05 -3.8560591506651578e-05
leaf_weight=31 20 21 21 20 25 21 21 22 20 22 22 20 2346 20 21 23 78 27 34 25 22 30 33 21 30 27 21 22 24 31
leaf_count=31 20 21 21 20 25 21 21 22 20 22 22 20 2346 20 21 23 78 27 34 25 22 30 33 21 30 27 21 22 24 31
internal_value=0 3.23096e-07 5.86228e-07 3.86972e-05 7.03643e-08 4.59227e-07 1.19538e-07 5.42607e-07 8.20138e-07 3.79451e-05 2.8228e-07 1.1774e-05 -6.19784e-07 -8.80574e-06 1.45777e-06 -3.99856e-06 4.21061e-06 -7.0933e-06 4.57523e-07 2.03309e-05 2.901e-07 -1.65203e-07 -2.33614e-05 4.14242e-07 -1.31905e-08 -5.23106e-07 -3.04965e-05 -6.12063e-05 3.50755e-07 -2.23316e-07
internal_weight=0 3090 3070 41 3029 3008 2987 2962 2941 42 2899 211 2688 191 171 149 126 105 2666 81 47 2585 63 2522 2501 2471 70 43 2401 2377
internal_count=3121 3090 3070 41 3029 3008 2987 2962 2941 42 2899 211 2688 191 171 149 126 105 2666 81 47 2585 63 2522 2501 2471 70 43 2401 2377
is_linear=0
shrinkage=0.1


Tree=3932
num_leaves=31
num_cat=0
split_feature=33 2 2 1375 394 151 4 401 402 1212 402 52 2 2 150 4 1213 1447 479 1203 484 16 16 0 1212 1447 1212 1453 483 160
split_gain=2.63049e-06 2.82222e-06 2.02071e-05 2.6067e-05 1.24647e-05 1.0401e-05 1.76431e-05 9.67767e-06 9.3359e-06 8.87397e-06 2.17643e-05 2.16987e-05 1.02363e-05 1.07821e-05 1.6486e-05 1.98581e-05 1.07778e-05 8.83715e-06 8.9649e-06 8.45084e-06 7.82327e-06 1.7411e-05 2.73228e-05 3.35712e-05 1.25213e-05 2.12873e-05 1.32136e-05 1.10685e-05 1.86811e-05 2.06633e-05
threshold=-0.009184999999999997 0.087625000000000022 0.087505000000000013 -0.15308499999999997 0.10276 -0.096264999999999976 -0.0096849999999999974 -0.46360499999999999 -0.43995499999999993 -0.089544999999999986 0.13775000000000001 0.08976000000000002 0.088930000000000023 0.088555000000000009 0.084495000000000015 -0.083854999999999985 0.12428000000000002 0.0071200000000000005 0.086465000000000014 0.089745000000000019 0.062030000000000009 -0.0048099999999999992 -0.021269999999999997 -0.08841499999999998 0.08759500000000002 -0.082229999999999984 0.086140000000000008 -0.079219999999999985 -0.021199999999999997 0.3961050000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -7 -9 11 12 -3 13 14 15 -11 17 18 19 -14 24 22 -22 -24 26 -26 27 -10 29 -29
right_child=1 9 -4 4 -6 7 -8 8 20 10 -12 -13 16 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-2.898478472366884e-05 -0.00010115646469728291 0.00011044204272326645 0.0001009864311310507 0.00011987070185568883 8.2343016792947317e-05 -6.4573829749034231e-05 -8.552364717774174e-06 6.8445064867514056e-05 6.1797808618090745e-05 -6.9998893438120527e-05 -9.6290391957154506e-05 -2.1734905291210721e-05 5.6247520969159528e-07 -7.1036071694834398e-05 -7.6149985549515498e-05 3.5035831307242105e-05 6.8315382229091327e-05 5.7086279097207952e-05 -5.1010279245626101e-05 -6.0566377167402686e-05 6.6320975515446529e-06 2.6620107003168417e-05 -1.7912342869037629e-05 -0.0001907006264942042 0.00012847576650528935 1.5823545368220948e-05 -7.636856905512767e-05 -0.00012614730828014825 3.3081617586583982e-06 9.6811215631272988e-06
leaf_weight=31 24 23 21 20 20 22 23 21 30 24 25 27 1353 40 30 72 23 26 36 23 47 50 23 22 20 104 22 24 874 21
leaf_count=31 24 23 21 20 20 22 23 21 30 24 25 27 1353 40 30 72 23 26 36 23 47 50 23 22 20 104 22 24 874 21
internal_value=0 2.90782e-07 3.63736e-06 2.14188e-06 3.98786e-06 2.80336e-06 5.11793e-05 1.17823e-06 2.3281e-06 -2.43839e-06 -3.69459e-06 3.90665e-05 -2.27179e-06 -2.58032e-05 -1.14436e-05 8.77715e-06 4.01868e-07 -6.8437e-07 -1.74814e-06 -4.59301e-07 1.20566e-06 -2.08781e-05 -4.66923e-05 -0.000102387 4.06949e-06 3.39933e-05 2.48123e-07 2.02427e-06 7.30158e-08 -6.27607e-05
internal_weight=0 3090 1388 1367 1343 1323 43 1280 1258 1702 1652 50 1627 166 126 96 1461 1438 1412 1376 1237 142 92 45 1095 124 971 949 919 45
internal_count=3121 3090 1388 1367 1343 1323 43 1280 1258 1702 1652 50 1627 166 126 96 1461 1438 1412 1376 1237 142 92 45 1095 124 971 949 919 45
is_linear=0
shrinkage=0.1


Tree=3933
num_leaves=31
num_cat=0
split_feature=1446 479 481 483 158 481 484 13 158 51 49 481 3 480 152 1447 39 33 2 45 49 3 2 15 43 43 13 49 4 4
split_gain=2.62573e-06 4.18298e-06 5.05124e-06 5.82446e-06 9.15438e-06 6.80723e-06 4.12109e-05 1.59186e-05 5.36789e-06 4.97245e-06 7.28918e-06 4.13372e-06 1.74614e-05 4.90709e-06 7.90712e-06 6.24623e-06 4.83878e-06 1.31182e-05 1.30731e-05 4.97918e-06 4.38511e-06 1.14804e-05 4.10518e-05 3.19564e-05 1.90038e-05 1.12821e-05 1.06396e-05 1.58022e-05 8.04587e-06 1.47043e-05
threshold=-0.09143999999999998 0.10713500000000002 -0.16223499999999996 -0.47356499999999996 0.13559000000000002 -0.086484999999999992 -0.081614999999999979 -0.084319999999999992 0.12212000000000002 -0.43587999999999999 0.10969000000000002 -0.081434999999999994 -0.085709999999999995 0.10272000000000002 0.083250000000000018 -0.086849999999999997 -1.0000000180025095e-35 -0.012019999999999998 0.10222000000000002 0.094030000000000016 0.09567500000000001 -0.087429999999999994 0.087545000000000026 -0.026084999999999994 -0.082064999999999985 -0.084794999999999995 -0.010739999999999998 0.11136000000000001 0.08184000000000001 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 9 10 -7 12 -11 14 15 -13 18 -18 -17 20 -19 24 -23 25 -22 -24 28 -28 29 -27
right_child=1 -3 3 4 -6 8 -8 -9 -10 11 -12 13 -14 -15 -16 16 17 19 -20 -21 21 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-3.2278138578476499e-05 -3.6868066274257363e-05 3.3682581655542694e-05 -4.9824778081687252e-05 -6.5540009306679518e-05 6.8119449058485766e-05 6.9264788671716821e-05 0.00015249022813804914 4.7264658926658083e-05 -4.6646922281070153e-05 -7.4351848931709198e-05 -7.8897866539288479e-06 5.1963254096019389e-05 3.2287357628644842e-05 4.927032689010958e-05 -5.6425814604153855e-05 9.1273641633701376e-05 -7.0349556174025766e-05 1.6415113769983372e-06 -7.0399939527545179e-06 -4.1493462852266589e-05 -1.9295824687206834e-05 -0.00014536345750760423 -8.6921400290283725e-05 0.00010129214413912753 9.4195881436462517e-05 -4.0195026578695268e-06 -0.00011891142746208063 -5.601008547273523e-06 -3.1170571922925056e-05 9.5995020889122753e-05
leaf_weight=25 37 37 23 29 20 25 20 22 25 34 24 23 28 20 25 21 27 2297 38 29 36 24 23 24 25 49 20 32 38 21
leaf_count=25 37 37 23 29 20 25 20 22 25 34 24 23 28 20 25 21 27 2297 38 29 36 24 23 24 25 49 20 32 38 21
internal_value=0 2.60654e-07 -1.43599e-07 3.06038e-07 6.90503e-07 2.37807e-07 3.08305e-05 -1.68792e-05 -5.09126e-07 -1.09041e-07 3.14748e-05 -6.55127e-07 -2.61922e-05 -8.39514e-08 -4.42631e-07 7.05998e-08 -3.70795e-07 -1.00259e-06 2.7953e-05 -2.87402e-07 1.74157e-07 -1.13687e-05 -2.1558e-05 -7.20378e-06 2.72172e-05 -2.14328e-05 -1.20188e-05 -4.91819e-05 5.87461e-06 2.59849e-05
internal_weight=0 3096 3059 3022 2999 2979 71 51 2908 2883 49 2834 62 2772 2752 2727 2704 2645 59 2618 2589 292 231 207 61 183 160 52 108 70
internal_count=3121 3096 3059 3022 2999 2979 71 51 2908 2883 49 2834 62 2772 2752 2727 2704 2645 59 2618 2589 292 231 207 61 183 160 52 108 70
is_linear=0
shrinkage=0.1


Tree=3934
num_leaves=31
num_cat=0
split_feature=130 12 1204 132 15 394 50 403 130 2 2 43 393 129 1177 130 394 1184 1186 15 49 12 457 402 12 43 52 1210 12 43
split_gain=2.64177e-06 6.92046e-06 2.51115e-06 4.15628e-06 9.33131e-05 3.83804e-05 1.07662e-05 2.97055e-06 4.64124e-06 3.27718e-06 4.80286e-06 3.20832e-06 2.88279e-06 2.78268e-06 4.9418e-06 4.58829e-06 3.00671e-06 9.60421e-06 3.4511e-06 3.12055e-06 3.15717e-06 3.10427e-06 2.39549e-05 2.21725e-05 1.41735e-05 1.0561e-05 1.7548e-05 1.34141e-05 9.11795e-06 1.66951e-05
threshold=-0.23647499999999996 0.23631000000000002 0.057120000000000011 -0.083284999999999984 0.091915000000000011 0.10969000000000002 0.09227500000000001 -0.073254999999999987 0.09364500000000002 0.084055000000000005 0.085485000000000019 0.41889000000000004 0.10159000000000001 -0.08341999999999998 -1.0000000180025095e-35 -0.093639999999999987 -0.11103499999999998 0.081725000000000006 0.084720000000000004 0.19724500000000003 -0.18481499999999998 0.088245000000000004 -0.085584999999999981 0.27918000000000004 0.087995000000000004 0.055925000000000009 0.13140000000000004 0.15724500000000002 0.096210000000000004 0.062770000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 12 7 9 11 -2 -11 -9 13 -5 -15 -16 -17 18 19 20 -18 24 -23 25 -22 27 28 -24 -27 -30
right_child=1 -3 -4 5 -6 -7 -8 8 -10 10 -12 -13 -14 14 15 16 17 -19 -20 -21 21 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-3.6227354448783445e-05 -4.6242161335447405e-05 5.6120562864882895e-05 -3.0528488517760434e-05 3.6084027921051968e-05 0.00020837522050772927 -0.00013557072504357035 -7.0693383891921258e-05 6.5640494217404931e-05 -1.2994635701889981e-05 3.4584386381815743e-05 -2.4241176683322663e-05 9.6768086742875831e-06 3.3927531505469237e-05 -4.4714923162246123e-05 -4.6618151974966865e-05 3.5543075793024555e-05 -3.4207677850241052e-05 -6.9049326314143399e-05 3.748616333177779e-05 3.3982196875378441e-05 -1.3521015773283373e-06 0.00010743201326642355 -1.8842671582861893e-06 0.00010639636569976575 -6.6672158417906548e-05 3.81603138756022e-05 0.0001027585832010421 -7.4734649528041845e-05 -8.6802886554241098e-05 1.7419250045849383e-05
leaf_weight=20 22 22 27 21 22 21 25 20 34 23 35 21 25 25 21 24 27 20 25 27 1446 22 907 20 34 62 24 26 22 51
leaf_count=20 22 22 27 21 22 21 25 20 34 23 35 21 25 25 21 24 27 20 25 27 1446 22 907 20 34 62 24 26 22 51
internal_value=0 2.3366e-07 -1.65662e-07 1.02948e-07 1.39643e-05 -8.79509e-07 -9.79698e-06 2.50155e-08 1.43227e-05 -1.33791e-05 -9.13798e-07 3.69762e-05 1.20319e-07 -1.811e-07 -4.5475e-07 -5.35518e-08 3.03721e-07 -8.01643e-09 5.0473e-07 1.58202e-07 -1.87594e-07 1.63799e-07 4.10067e-06 2.05635e-06 -2.8527e-06 1.45359e-07 2.39677e-05 -3.9144e-06 9.96043e-06 -1.39902e-05
internal_weight=0 3101 3079 3052 202 2850 180 155 75 80 58 41 2829 2804 2783 2758 2737 2713 2693 2668 2641 2614 1134 1112 1480 1092 159 933 135 73
internal_count=3121 3101 3079 3052 202 2850 180 155 75 80 58 41 2829 2804 2783 2758 2737 2713 2693 2668 2641 2614 1134 1112 1480 1092 159 933 135 73
is_linear=0
shrinkage=0.1


Tree=3935
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 12 130 147 147 1 148 148 1365 15 34 9 34 9 14 45 3 3 48 47 2 15 2 1 160 12 3
split_gain=3.03779e-06 2.37888e-05 1.30693e-05 5.8354e-06 2.94834e-06 5.62418e-06 2.69582e-06 4.42016e-06 1.6467e-05 6.03862e-06 3.25889e-06 3.15982e-06 3.00117e-06 5.48632e-06 1.9271e-05 1.83167e-05 6.90699e-06 5.00618e-06 1.70399e-05 6.93107e-06 2.28333e-05 1.33856e-05 4.19321e-05 3.10773e-05 1.79021e-05 1.73637e-05 1.31035e-05 2.88511e-05 1.18772e-05 3.08248e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.23631000000000002 -0.22562499999999999 0.11204500000000002 0.095485000000000014 0.10937500000000001 -0.098399999999999974 -0.084924999999999987 0.087370000000000017 -0.45963999999999994 -0.057544999999999992 0.091905000000000014 -0.08330499999999999 0.081890000000000004 -0.31455999999999995 0.094030000000000016 -0.042499999999999989 -0.053259999999999995 0.085790000000000019 0.094160000000000008 0.083795000000000022 -0.09551999999999998 0.10136500000000002 0.087325000000000014 0.098320000000000005 0.082850000000000021 -0.087129999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 7 9 -9 -7 -11 12 -12 15 17 16 -14 -15 19 20 28 22 23 -21 25 -25 -23 -28 29 -19
right_child=1 4 -4 -5 -6 6 -8 8 -10 10 11 -13 13 14 -16 -17 -18 18 -20 21 -22 26 -24 24 -26 -27 27 -29 -30 -31
leaf_value=3.3144582666657452e-06 0.00010691033298609824 4.7599421071026885e-05 -7.9384277749340994e-05 -5.2455775515963552e-05 -3.5570513042013935e-05 -4.6472772191918926e-05 -3.6624282074626535e-05 9.5033358870534279e-05 -3.0197960084132362e-05 3.9445959737349773e-05 -1.5759289659981137e-05 3.4594874355556945e-05 2.3553613669612199e-05 3.7926873444251092e-05 -8.786456409143285e-05 0.00010618832758111587 -5.0506939587648964e-05 -7.745345197231022e-06 -7.6359923570697871e-05 -8.3130457639119171e-05 -0.0001031528876906536 -6.279891012531557e-05 0.00015529057541836824 0.00014950313003888975 1.2192290046452762e-05 2.6158426029724068e-05 -1.5641750355754881e-05 9.8110530402832597e-05 1.2468462075870598e-06 -0.00014485741037788104
leaf_weight=176 21 25 25 21 23 28 20 21 21 21 122 26 34 35 25 21 20 91 29 29 22 36 23 21 171 25 128 27 1814 20
leaf_count=176 21 25 25 21 23 28 20 21 21 21 122 26 34 35 25 21 20 91 29 29 22 36 23 21 171 25 128 27 1814 20
internal_value=0 8.63351e-07 -1.1274e-05 -2.63059e-06 8.95547e-08 3.76834e-07 -4.0327e-08 2.20057e-07 3.24177e-05 -2.68491e-07 2.0367e-07 -9.94155e-08 -4.34377e-07 2.92826e-07 -5.07926e-07 2.69419e-05 -3.87622e-06 3.75893e-07 -1.63633e-07 7.54395e-07 -1.85391e-06 1.17943e-05 2.61684e-05 1.4096e-05 2.70894e-05 8.2468e-05 -8.44985e-06 4.17316e-06 -6.96206e-07 -3.24502e-05
internal_weight=0 2899 222 197 2878 2855 2830 2810 42 2768 2740 2719 2693 2571 2496 75 54 2471 2436 2407 1947 460 269 246 217 46 191 155 1925 111
internal_count=3121 2899 222 197 2878 2855 2830 2810 42 2768 2740 2719 2693 2571 2496 75 54 2471 2436 2407 1947 460 269 246 217 46 191 155 1925 111
is_linear=0
shrinkage=0.1


Tree=3936
num_leaves=31
num_cat=0
split_feature=130 12 9 10 2 2 3 2 15 34 9 4 52 376 39 39 39 12 16 45 42 49 40 39 394 403 0 4 43 12
split_gain=2.74802e-06 6.41977e-06 2.63871e-06 1.08803e-05 2.03102e-05 9.11027e-06 5.9686e-06 3.27369e-06 3.12588e-06 3.77188e-06 4.31248e-06 5.82315e-06 3.84383e-06 3.32102e-06 4.34767e-06 1.61128e-05 1.14624e-05 1.00349e-05 2.72012e-05 9.17526e-06 6.33527e-06 5.45434e-06 8.93002e-06 4.29464e-06 4.20843e-06 2.28922e-05 3.86553e-06 5.00617e-06 4.07046e-06 2.27717e-05
threshold=-0.23647499999999996 0.23631000000000002 0.092890000000000014 0.053330000000000009 -0.15339499999999998 -0.090999999999999984 -0.014944999999999998 -0.033169999999999991 -0.56020999999999987 -0.085114999999999982 -0.036024999999999995 0.53859500000000016 -0.063789999999999986 -0.083489999999999981 0.087470000000000006 0.085330000000000003 0.082735000000000017 -0.010834999999999999 -0.046599999999999996 0.084355000000000013 0.11159000000000001 0.10247500000000002 -0.055059999999999991 0.091400000000000009 0.013605000000000001 -0.074254999999999988 0.14486500000000005 -0.42529999999999996 0.062770000000000006 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -4 -7 -9 -10 12 13 -11 -12 15 16 17 18 -15 24 21 22 23 -16 26 -26 28 -28 -19 -30
right_child=1 -3 6 4 -6 7 -8 8 9 10 11 -13 -14 14 20 -17 -18 19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-3.6948719225620154e-05 5.697620504179213e-05 5.4065555463528829e-05 -9.3891730793984622e-06 1.8489129641758546e-05 -0.00012059030057224889 -3.8765275200024592e-05 6.2926996664221721e-05 -3.6767355682652285e-05 4.3521664499621695e-05 -1.3692701031686738e-07 -3.0624459925872672e-05 4.846315333998064e-05 -6.0710100263928656e-05 3.6244045357307185e-05 3.1274311186280106e-05 -8.5759117593459631e-05 7.3762987241415045e-05 1.9699527482306052e-07 -0.00010297098324087984 5.2899689718756375e-05 -2.1533231029025048e-05 7.4867493042672458e-05 6.7158360091595508e-05 -2.3474244890645711e-05 9.8976682958588468e-05 -3.6460105520046246e-05 -2.8510000803457252e-06 6.555720970936818e-05 -8.1474693806518286e-05 -8.0950929709644126e-07
leaf_weight=20 28 22 25 21 21 22 21 23 20 20 35 25 22 25 23 22 21 2150 32 33 32 21 26 38 24 26 23 20 41 239
leaf_count=20 28 22 25 21 21 22 21 23 20 20 35 25 22 25 23 22 21 2150 32 33 32 21 26 38 24 26 23 20 41 239
internal_value=0 2.38295e-07 -1.4631e-07 -5.06834e-07 -5.10506e-05 2.02908e-07 2.36247e-05 -3.33593e-07 -4.61066e-08 2.43334e-07 -5.53429e-08 4.12457e-07 -3.18657e-05 -1.18692e-08 3.71336e-07 -5.34e-07 1.77827e-07 -4.13558e-07 -4.19118e-05 5.11871e-07 1.75469e-05 2.91261e-05 1.80851e-05 -2.83135e-06 -1.73344e-07 2.85496e-05 -7.54074e-07 2.89668e-05 -1.28e-06 -1.26212e-05
internal_weight=0 3101 3079 3033 42 2991 46 2963 2941 2918 2898 2856 42 2831 2796 2656 2634 2613 57 2556 140 108 87 61 2523 50 2473 43 2430 280
internal_count=3121 3101 3079 3033 42 2991 46 2963 2941 2918 2898 2856 42 2831 2796 2656 2634 2613 57 2556 140 108 87 61 2523 50 2473 43 2430 280
is_linear=0
shrinkage=0.1


Tree=3937
num_leaves=31
num_cat=0
split_feature=12 130 394 3 33 34 104 151 157 51 156 51 51 151 13 0 15 16 15 123 3 16 3 9 1 2 4 151 1373 457
split_gain=3.17624e-06 5.33371e-06 2.77586e-06 2.5102e-05 2.78966e-06 3.08865e-06 5.55515e-06 2.53199e-06 9.75347e-06 9.70384e-06 2.57934e-05 2.06744e-05 9.12512e-06 7.61934e-06 1.20035e-05 7.10665e-06 1.53384e-05 8.59029e-06 1.07429e-05 6.19207e-06 8.77039e-06 1.00626e-05 8.00347e-06 5.16694e-06 1.06978e-05 5.57826e-06 5.07832e-05 4.72804e-06 4.49201e-06 7.08192e-06
threshold=0.23631000000000002 -0.22461999999999996 0.013605000000000001 -0.083489999999999995 -0.044254999999999996 -0.097449999999999981 0.086600000000000024 -0.078349999999999989 0.0026750000000000007 -0.085734999999999992 0.087515000000000009 -0.025069999999999999 -0.014904999999999998 -0.039414999999999999 -0.085034999999999986 -0.083389999999999978 -0.018314999999999994 -0.004174999999999999 -0.013969999999999998 0.086120000000000016 0.11924500000000002 -0.018494999999999998 -0.055119999999999995 0.088235000000000022 0.13332000000000002 -0.0050599999999999994 0.053180000000000012 -0.10142999999999999 1.0000000180025095e-35 0.31508000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 7 8 9 -7 11 -11 -13 14 -9 16 19 18 -17 20 21 22 -14 25 -25 26 -15 -23 29 -27
right_child=-2 2 3 -5 5 6 -8 13 -10 10 -12 12 15 23 -16 17 -18 -19 -20 -21 -22 27 -24 24 -26 28 -28 -29 -30 -31
leaf_value=4.4526795134650593e-05 -3.7024291423617602e-05 3.4959085347839969e-05 7.3217846973940541e-05 -6.72206595481839e-05 3.3535677931258063e-05 5.7833436834411458e-05 -5.1145001965447925e-05 1.7062018077526974e-05 -6.181992550409632e-05 0.00010233149793445289 -8.1054312818196206e-05 -4.8439196065633694e-05 1.6043886862841342e-05 0.00011833505609658838 -7.7046126198459229e-05 -2.9432201953631892e-06 8.5263834080251399e-05 3.7550690249190668e-05 -9.0201669358759242e-05 -4.2500932977418415e-05 -3.8551326057737854e-05 -3.7517502260882231e-05 9.2962937900841608e-05 -8.6502750023750456e-05 1.3281141846991059e-05 -1.1425848826482954e-06 -8.5855919280133797e-05 1.9372379438209467e-05 3.6638365052919748e-05 -5.814847483469004e-05
leaf_weight=27 23 22 35 20 26 38 22 23 20 24 32 28 24 29 33 43 32 25 21 20 24 21 31 21 22 2313 21 48 31 22
leaf_count=27 23 22 35 20 26 38 22 23 20 24 32 28 24 29 33 43 32 25 21 20 24 21 31 21 22 2313 21 48 31 22
internal_value=0 2.74868e-07 -1.14192e-07 2.21493e-05 -5.20191e-07 -7.80893e-07 -1.08151e-06 -7.07649e-07 6.37418e-06 9.69262e-06 4.7882e-06 1.28438e-05 6.0687e-06 -1.92127e-06 -3.83946e-05 1.13497e-05 2.18105e-05 -1.21576e-05 -3.15749e-05 9.72417e-06 1.67816e-05 2.74912e-05 5.93983e-05 -1.09065e-06 -3.54505e-05 -4.79112e-07 3.25748e-05 2.05807e-06 -1.17763e-06 -1.67969e-06
internal_weight=0 3098 3071 55 3016 2994 2968 2946 431 411 373 341 317 2515 56 289 200 89 64 168 148 124 55 2459 43 2416 50 69 2366 2335
internal_count=3121 3098 3071 55 3016 2994 2968 2946 431 411 373 341 317 2515 56 289 200 89 64 168 148 124 55 2459 43 2416 50 69 2366 2335
is_linear=0
shrinkage=0.1


Tree=3938
num_leaves=31
num_cat=0
split_feature=130 10 2 40 12 3 15 132 1185 399 3 9 33 9 12 1208 1208 42 50 43 42 52 13 42 3 42 12 2 42 158
split_gain=2.80034e-06 6.24724e-06 8.46235e-06 5.75312e-06 4.46819e-06 1.26177e-05 5.40115e-06 3.84946e-06 1.81772e-05 1.03246e-05 9.68318e-06 3.95632e-06 8.55235e-06 5.16266e-06 3.50396e-06 3.90221e-06 5.46234e-06 5.56392e-06 1.59061e-05 2.18092e-05 7.8738e-06 1.8846e-05 1.53093e-05 1.19547e-05 1.02966e-05 6.53398e-06 2.53861e-05 4.22964e-05 8.43525e-06 6.72664e-06
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 0.12477500000000001 -0.05647499999999999 0.10347000000000002 -0.083174999999999985 -0.083264999999999992 0.090145000000000017 -0.083344999999999989 0.092890000000000014 -0.012019999999999998 0.085555000000000006 0.11586 0.11846000000000001 0.10683000000000002 0.11551500000000002 0.089915000000000009 -0.015774999999999994 0.10306000000000001 0.091275000000000009 -0.064619999999999983 0.10077000000000001 -0.075944999999999985 0.097020000000000009 0.097325000000000009 0.097385000000000013 0.096235000000000015 -0.47336999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 7 -6 -7 9 -9 -5 -11 12 -10 14 15 16 17 20 19 -19 23 22 24 25 -22 28 27 -27 29 -14
right_child=1 3 -4 4 5 6 -8 8 11 10 -12 -13 13 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.7298766856110894e-05 -5.3197869593055833e-06 -5.2440071138854755e-05 8.5569529765052728e-05 4.094314658998397e-08 -3.5637568931712808e-05 8.9382287114858627e-05 2.1567780837964771e-05 9.314609054681136e-05 -5.8913290791679171e-05 -9.6759708176250578e-05 -1.2492276285532475e-05 3.1797177201185963e-05 -4.984465890124233e-05 4.5078101073158907e-05 -3.2009721663988399e-05 4.178000768165062e-05 -4.9030723755055558e-05 0.00014047692791791633 -2.8152207645738648e-05 1.2582695662786138e-05 8.0780295174918141e-05 -0.00010366166095627705 -7.8672833715245368e-05 7.5277876809802069e-05 -8.709618391043883e-06 4.2854079605176063e-06 6.6928597079822806e-05 -0.0001762173438951972 5.4995752478654532e-05 3.6999126088137384e-07
leaf_weight=20 21 21 20 146 23 23 24 21 25 25 30 38 27 25 35 22 23 20 37 40 20 25 20 21 36 34 20 21 28 2230
leaf_count=20 21 21 20 146 23 23 24 21 25 25 30 38 27 25 35 22 23 20 37 40 20 25 20 21 36 34 20 21 28 2230
internal_value=0 2.40561e-07 3.90165e-05 -2.78986e-07 8.14561e-08 2.50536e-05 5.47536e-05 -5.07312e-07 4.62996e-07 -1.38696e-05 -5.07957e-05 -2.45539e-07 -6.95012e-07 -1.5274e-07 -5.78002e-07 -1.58753e-07 -5.13347e-07 -8.06596e-08 2.34146e-05 5.52141e-05 -9.98886e-07 -2.83459e-05 -3.57101e-06 1.61152e-07 2.32511e-05 -5.0726e-07 -2.95505e-05 -6.46338e-05 4.4602e-07 -2.30716e-07
internal_weight=0 3101 41 3060 3039 70 47 2969 2768 201 55 2747 2709 2684 2659 2624 2602 2579 97 60 2482 101 76 2381 56 2360 75 55 2285 2257
internal_count=3121 3101 41 3060 3039 70 47 2969 2768 201 55 2747 2709 2684 2659 2624 2602 2579 97 60 2482 101 76 2381 56 2360 75 55 2285 2257
is_linear=0
shrinkage=0.1


Tree=3939
num_leaves=31
num_cat=0
split_feature=33 9 3 41 41 3 132 50 1185 1203 2 12 97 34 46 158 9 16 1429 1429 456 1446 2 51 150 3 13 133 43 13
split_gain=2.89022e-06 2.91276e-06 1.53886e-05 3.51585e-06 1.092e-05 5.8264e-06 3.11225e-06 7.89172e-05 4.11596e-05 1.17325e-05 2.97338e-06 3.35444e-06 2.74416e-06 7.36816e-06 2.97111e-06 1.08973e-05 2.75296e-06 5.47899e-06 2.75696e-06 1.76605e-05 4.62784e-05 1.12581e-05 1.74538e-05 4.65423e-05 1.69775e-05 6.42001e-06 6.12718e-06 9.08005e-06 1.59739e-05 7.36855e-06
threshold=-0.044254999999999996 0.088235000000000022 -0.13309499999999996 0.086565000000000017 0.090905000000000014 -0.52915999999999996 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089165000000000008 0.097070000000000004 -0.010834999999999999 -0.086464999999999986 -0.085489999999999997 0.10253500000000002 -0.47356499999999996 -0.036024999999999995 -0.14771999999999999 0.032755000000000006 0.083780000000000007 0.041000000000000002 0.085345000000000018 0.087625000000000022 -0.085604999999999987 0.10699000000000002 -0.24462999999999999 -0.085964999999999986 0.08653000000000001 -0.082064999999999985 0.086705000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 9 -8 -7 -6 -12 -10 -14 15 -15 17 -17 25 20 -20 22 23 -21 26 -18 -24 29 -29 -28
right_child=1 2 -4 4 10 6 8 -9 12 -11 11 -13 13 14 -16 16 18 -19 19 21 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=3.6117539010857317e-05 -5.2881222446948025e-05 3.8390156672763769e-05 -6.0930107056031914e-05 8.4843136792187577e-05 -2.4983778954871622e-05 -1.8445064982023535e-07 -0.00013710594172483651 0.00020022957276523813 -3.4946548823261929e-05 -8.1754338898463183e-05 -1.0160654727813034e-05 4.70632241012936e-05 6.098594109062106e-05 6.4820677905047953e-05 -3.2941811110099986e-05 7.1429507806897176e-06 5.7722416531760249e-05 -6.2143668834497e-05 -0.00016903935095549308 -4.0743453738051125e-05 4.1138764499919491e-05 -6.8115020708535751e-05 -3.8995501381577927e-05 0.00013884371998550883 -9.2767425147550453e-05 8.1799472999250819e-07 -3.8104777836957109e-05 0.00010977857746183873 -1.3703316817554879e-05 3.4355832473881054e-05
leaf_weight=22 21 26 39 20 27 149 22 20 22 20 21 20 20 26 27 25 20 21 22 27 20 21 26 31 21 2284 36 22 20 23
leaf_count=22 21 26 39 20 27 149 22 20 22 20 21 20 20 26 27 25 20 21 22 27 20 21 26 31 21 2284 36 22 20 23
internal_value=0 -2.56403e-07 -2.1202e-05 1.92333e-07 1.98885e-05 -3.96013e-07 -1.91962e-08 1.23916e-05 -8.76524e-07 -9.83769e-06 7.84246e-07 1.77534e-05 2.27767e-07 5.15224e-07 6.25994e-08 3.99506e-07 -2.40032e-07 -2.44879e-05 1.93471e-07 -9.38642e-06 -6.89545e-05 1.63499e-06 8.74543e-06 5.52428e-05 -9.47652e-06 1.31196e-06 4.296e-06 1.54403e-05 5.09777e-05 -9.85742e-06
internal_weight=0 3099 65 3034 88 2946 2925 189 2736 169 68 41 2714 2692 2672 2645 2619 46 2573 269 42 227 206 58 148 2304 127 101 42 59
internal_count=3121 3099 65 3034 88 2946 2925 189 2736 169 68 41 2714 2692 2672 2645 2619 46 2573 269 42 227 206 58 148 2304 127 101 42 59
is_linear=0
shrinkage=0.1


Tree=3940
num_leaves=31
num_cat=0
split_feature=160 52 12 4 12 51 52 484 52 1456 51 473 16 472 1447 481 1446 484 1456 1456 42 484 484 0 484 0 484 2 132 42
split_gain=2.67452e-06 1.30048e-05 1.14033e-05 1.69878e-05 1.11958e-05 1.30244e-05 6.20543e-06 4.66503e-06 7.86086e-06 9.66533e-06 4.75047e-06 6.95143e-06 6.91443e-06 7.44639e-06 4.67319e-06 4.70009e-06 3.34408e-05 5.02481e-06 6.96865e-06 1.09173e-05 2.63954e-05 1.66799e-05 4.95806e-06 1.38743e-05 1.19262e-05 1.1905e-05 6.5153e-06 6.69289e-06 2.10239e-05 0.000106267
threshold=0.11055500000000001 0.008405000000000001 0.089210000000000025 -0.010655 0.087145000000000014 0.090560000000000015 -0.099454999999999974 -0.096419999999999992 -0.019749999999999993 0.085275000000000004 -0.44986999999999994 -0.072684999999999986 0.63636000000000015 -0.15279499999999999 0.087755000000000014 -0.086484999999999992 0.083715000000000026 -0.088654999999999998 0.11510000000000002 0.085790000000000019 0.086835000000000009 -0.085604999999999987 -0.063394999999999993 -0.088774999999999979 -0.017214999999999998 -0.091794999999999988 -0.0076649999999999991 0.084415000000000004 -0.083284999999999984 -0.021469999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 5 6 -2 8 9 -1 -9 -12 13 -13 15 16 -15 -17 19 21 -21 -19 23 25 -24 -23 -26 28 29 -28
right_child=1 -3 3 -5 -6 -7 -8 10 -10 -11 11 12 -14 14 -16 17 -18 18 -20 20 -22 22 24 -25 26 -27 27 -29 -30 -31
leaf_value=-4.8337791776762259e-05 -3.5847135995936698e-05 4.4080028932181783e-05 -4.8591920252268515e-05 6.8078709115910056e-05 -0.00011145670943646803 -9.2264532455980466e-05 3.9339136792873236e-05 -3.7698097209861523e-05 6.2923732616582126e-05 3.9150607736766168e-05 5.6456319221483275e-05 5.9919516155830588e-05 -4.2918603528075468e-05 -3.9132514024048204e-05 -4.2892964112979828e-05 -4.659462490310588e-05 0.00011809674588221243 8.2193521098815835e-05 5.9153582042199561e-05 9.5515152609620548e-06 -0.00012373805693641771 -2.8045767006309082e-05 7.1099202508169892e-05 -6.7780627168846118e-05 -4.9531194291865593e-05 7.1557469382241834e-05 0.00025263698222261155 -2.8244466944343269e-06 3.8121887290880878e-06 -3.3464311382959825e-05
leaf_weight=23 21 33 24 26 21 21 23 33 32 28 22 21 37 31 25 23 24 25 20 39 24 30 24 39 26 20 20 1635 714 37
leaf_count=23 21 33 24 26 21 21 23 33 32 28 22 21 37 31 25 23 24 25 20 39 24 30 24 39 26 20 20 1635 714 37
internal_value=0 -1.22346e-05 -2.58992e-05 1.20768e-05 -4.79783e-05 -2.74699e-05 3.45478e-06 7.00421e-07 2.40724e-05 -3.04945e-07 2.4272e-08 4.63214e-07 2.54565e-08 5.97632e-07 1.45614e-07 5.39596e-07 2.94766e-05 -5.51483e-08 3.48323e-07 -9.83562e-08 -4.12255e-05 9.09818e-07 1.11353e-07 -2.30749e-05 9.51573e-07 1.17955e-05 2.59326e-07 7.97378e-07 8.4779e-06 6.69221e-05
internal_weight=0 169 136 50 86 65 44 2952 83 51 2869 2836 2814 2777 2756 2731 55 2676 2653 2633 63 2570 2545 89 2456 50 2432 2406 771 57
internal_count=3121 169 136 50 86 65 44 2952 83 51 2869 2836 2814 2777 2756 2731 55 2676 2653 2633 63 2570 2545 89 2456 50 2432 2406 771 57
is_linear=0
shrinkage=0.1


Tree=3941
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 42 0 130 2 2 1429 156 1425 39 33 12 3 13 3 3 16 15 4 16 1 1 15 3 48 1 16
split_gain=3.29239e-06 1.97174e-05 9.89734e-06 4.05535e-06 3.74545e-06 5.11944e-06 5.10803e-06 3.37874e-06 5.81007e-06 2.79956e-06 9.24166e-06 4.87326e-06 2.683e-06 9.60871e-06 6.95095e-06 3.53726e-06 1.35518e-05 1.23409e-05 1.06421e-05 2.67278e-05 7.78926e-06 1.55603e-05 1.17877e-05 1.23783e-05 1.0019e-05 8.15379e-06 8.91029e-06 2.41989e-05 1.84992e-05 1.32963e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.021469999999999996 -0.085754999999999984 0.0032450000000000001 0.089125000000000024 0.10136500000000002 -0.23752499999999996 0.32523500000000005 0.10129000000000002 -1.0000000180025095e-35 -0.012019999999999998 -0.029094999999999999 -0.0037349999999999996 -0.16152999999999998 1.0000000180025095e-35 -0.0080949999999999998 -0.13088499999999997 -0.0040799999999999994 0.053180000000000012 0.27776000000000006 0.085475000000000009 0.10684 -0.031204999999999997 0.097915000000000016 0.089350000000000013 0.10254500000000001 -0.095964999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 -8 -9 -3 11 12 14 -14 -11 16 -15 -17 -18 -20 25 22 23 -22 -25 26 27 29 -28 -19
right_child=1 9 -4 -5 5 -7 7 8 -10 10 -12 -13 13 15 -16 17 18 20 19 -21 21 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-4.9782931273512081e-05 9.7445287073718475e-05 -3.7089089382789097e-05 -7.1008466591592886e-05 -4.5751514733724654e-05 4.5599298740556579e-09 5.7193974055774996e-05 -2.0510783901585996e-05 5.7906641380950104e-05 -1.7404255559085868e-05 -1.5314826322091555e-05 6.8193654005881409e-05 -4.4892538608110047e-05 -5.9438316168746466e-05 -8.3087993402841676e-05 5.5891379668474689e-05 7.2762756943640328e-05 5.8279949298086501e-07 -3.7583582820229208e-05 3.7621027586283163e-05 -0.00011747586606361439 -4.7471538162027155e-05 0.00010562845309323166 6.9694634154215102e-05 6.3410227812710215e-05 -2.664893539379894e-05 -6.6266777830605866e-05 9.8758932918744093e-05 -0.00010734395036706702 1.1722479621860121e-06 4.7193718711315417e-05
leaf_weight=26 21 20 25 21 49 23 37 21 20 26 20 24 27 20 29 28 2193 37 20 25 41 20 26 30 21 20 22 26 166 37
leaf_count=26 21 20 25 21 49 23 37 21 20 26 20 24 27 20 29 28 2193 37 20 25 41 20 26 30 21 20 22 26 166 37
internal_value=0 8.98798e-07 -1.1737e-05 -4.21522e-06 7.40818e-07 1.82734e-05 -1.13971e-05 1.39815e-06 2.11696e-05 1.94323e-07 4.55229e-07 -2.21382e-08 3.60552e-07 -7.54157e-08 2.22303e-05 5.1126e-07 -1.13736e-06 8.36481e-06 -4.05003e-07 -4.85439e-05 4.32189e-06 2.4065e-05 1.02407e-05 -6.56146e-06 2.6327e-05 -4.52407e-06 -2.36382e-07 -2.43537e-05 1.2592e-05 4.80507e-06
internal_weight=0 2899 222 197 176 72 104 78 41 2878 2858 2838 2814 2759 55 2732 2258 474 2238 45 446 138 118 92 51 308 288 100 188 74
internal_count=3121 2899 222 197 176 72 104 78 41 2878 2858 2838 2814 2759 55 2732 2258 474 2238 45 446 138 118 92 51 308 288 100 188 74
is_linear=0
shrinkage=0.1


Tree=3942
num_leaves=31
num_cat=0
split_feature=156 475 33 44 46 157 1429 157 1371 42 1375 3 12 49 49 3 447 147 151 156 1446 479 457 151 50 1211 480 52 160 403
split_gain=3.12618e-06 5.94649e-06 3.13824e-06 2.67893e-06 4.96054e-06 3.09274e-06 2.26861e-05 1.68382e-05 9.43737e-06 2.02707e-05 6.77252e-06 1.52177e-05 1.94199e-05 6.74347e-06 9.77396e-06 1.18325e-05 5.77484e-06 5.69597e-06 1.27793e-05 5.27882e-06 5.06834e-06 4.73356e-06 4.27462e-06 7.81461e-06 4.52484e-06 1.48781e-05 7.7639e-06 4.0707e-05 1.71099e-05 1.34022e-05
threshold=0.3248100000000001 0.13528000000000004 -0.044254999999999996 0.094585000000000016 1.0000000180025095e-35 -0.087424999999999989 0.083960000000000021 -0.086394999999999986 0.083235000000000017 0.084145000000000011 -0.068444999999999992 0.088060000000000013 0.08486500000000001 -0.0069299999999999995 0.085970000000000005 -0.082094999999999987 0.10121000000000001 0.093875000000000014 -0.080454999999999985 0.085915000000000005 -0.09143999999999998 0.10713500000000002 0.091945000000000013 -0.080549999999999997 0.096900000000000014 0.11048500000000001 0.086995000000000017 -0.0087299999999999982 -0.063384999999999983 -0.55327499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 13 -7 10 -10 11 12 -9 -4 15 -15 17 20 -19 -16 -12 22 24 -24 26 -26 29 -28 -29 -22
right_child=-2 -3 3 -5 -6 7 -8 8 9 -11 16 -13 -14 14 19 -17 -18 18 -20 -21 21 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=3.7544178088534288e-05 -3.6731336149387064e-05 5.3305388982629492e-05 3.7668015673059726e-05 2.6025597684278374e-05 -4.8003774711766961e-05 8.0521179412384157e-05 -0.00011349688777045231 0.00013945833161415068 -0.00011657070570522809 2.4099464280880059e-05 -5.0337480342932397e-05 -3.2005684746157687e-05 4.7239196725928672e-06 -0.00010149090579943733 -1.208426531645403e-05 -7.2868293409555925e-06 5.062611301747728e-05 -9.117456429521554e-05 1.1499049341418195e-05 5.8009895755359061e-05 7.6489086487444274e-05 3.782900181029232e-05 7.1501693697507076e-05 -7.820144357403345e-06 4.4059145550156913e-06 8.986812699731673e-05 -0.0001461925968827848 -2.7847720787121943e-05 7.5562692472885828e-05 -1.9665276678562214e-06
leaf_weight=22 23 21 36 38 22 26 20 20 21 20 20 24 23 20 21 40 22 22 27 22 22 33 23 27 275 22 23 48 24 2114
leaf_count=22 23 21 36 38 22 26 20 20 21 20 20 24 23 20 21 40 22 22 27 22 22 33 23 27 275 22 23 48 24 2114
internal_value=0 2.72698e-07 -8.92409e-08 -3.60251e-07 -6.92588e-07 -3.4506e-07 -1.39166e-05 4.15824e-07 -3.25365e-07 -4.79511e-05 3.7982e-07 3.17863e-05 6.73911e-05 4.1155e-07 -1.26101e-05 -3.86882e-05 -3.98949e-07 -8.17811e-07 -3.45993e-05 2.37779e-05 -1.88661e-07 1.95474e-07 -2.86259e-07 2.86679e-05 -8.58928e-07 1.07364e-05 -2.40255e-06 -3.03749e-05 6.62242e-06 -1.15846e-06
internal_weight=0 3098 3077 3055 3017 2995 159 2836 2810 41 2769 67 43 139 103 60 2702 2680 49 43 2631 2611 2578 50 2528 297 2231 95 72 2136
internal_count=3121 3098 3077 3055 3017 2995 159 2836 2810 41 2769 67 43 139 103 60 2702 2680 49 43 2631 2611 2578 50 2528 297 2231 95 72 2136
is_linear=0
shrinkage=0.1


Tree=3943
num_leaves=31
num_cat=0
split_feature=160 483 479 159 481 481 42 403 133 403 1210 160 52 15 1 1374 1210 50 153 474 157 471 11 157 155 2 42 1 43 130
split_gain=2.72339e-06 3.03461e-06 4.04393e-06 3.5895e-06 3.42731e-06 5.58848e-06 3.06538e-05 4.15902e-06 1.45307e-05 9.0334e-06 6.26392e-06 3.60373e-06 1.09589e-05 3.64715e-05 2.75829e-05 4.42056e-06 4.05658e-06 3.87255e-06 1.66637e-05 6.77534e-06 6.36806e-06 8.6214e-06 5.7973e-06 2.60935e-05 1.49509e-05 7.6312e-06 5.56584e-06 5.0922e-06 4.42633e-06 1.15321e-05
threshold=0.62940000000000007 -0.47181499999999993 0.10769500000000001 0.14765500000000001 -0.15265499999999996 -0.086484999999999992 0.085730000000000015 -0.54448499999999989 0.40945500000000007 -0.5335399999999999 -0.3960249999999999 0.10908000000000002 -0.080114999999999978 -0.067579999999999987 0.093575000000000019 0.11254500000000002 -0.094799999999999982 -0.099524999999999988 0.08351500000000002 -0.26322499999999993 0.23903500000000003 0.094575000000000006 0.088065000000000018 -0.051074999999999988 0.11958000000000001 0.11093500000000002 -0.018024999999999996 0.098700000000000024 -0.45785999999999999 -0.22699999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 -7 -9 -11 15 13 -13 -14 16 -12 18 26 -19 21 22 24 -24 28 27 -18 -25 -21 -30
right_child=-2 2 -4 -5 5 7 -8 9 -10 10 11 12 14 -15 -16 -17 17 19 -20 20 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=3.90698820410762e-05 -3.5890490176998794e-05 -3.9278502266494223e-05 -3.1597799093106005e-05 3.320787636766909e-05 -3.8036059441992621e-05 -7.8792481138277386e-05 0.0001026665887669272 6.0096037093899209e-05 2.0589858303860492e-05 -5.4692078819720164e-05 3.7030035358232763e-05 -0.00013472211183817798 -5.007659424336453e-05 2.7094551636158338e-05 0.00010612917423713953 4.6522073985432235e-05 -4.3382630579087521e-05 -4.6396378843382996e-05 9.8465531413066438e-05 2.5151344521167525e-05 5.0127666792832317e-05 -5.7878262612995556e-05 0.00012252492304339415 -1.1317505893450951e-05 -8.4935772645708534e-05 -4.6259939052914793e-05 1.6446155297700218e-05 5.8401464134476565e-05 -7.6526724169525553e-05 -2.6174210734554204e-07
leaf_weight=20 21 22 40 33 32 28 30 25 31 21 30 26 26 30 20 21 23 32 21 67 25 26 21 22 21 27 48 20 20 2292
leaf_count=20 21 22 40 33 32 28 30 25 31 21 30 26 26 30 20 21 23 32 21 67 25 26 21 22 21 27 48 20 20 2292
internal_value=0 2.43129e-07 -8.99323e-09 4.06649e-07 4.66754e-08 3.36509e-07 3.00459e-05 -2.93659e-07 -2.65746e-05 2.47744e-07 -2.79275e-07 1.26215e-07 -1.83269e-05 -4.80346e-05 1.7839e-05 8.19226e-07 4.631e-07 5.14651e-08 2.02108e-05 -6.6935e-07 -9.34878e-08 -5.92506e-07 5.65889e-09 2.49228e-05 -9.28733e-07 -4.78223e-06 -2.935e-06 2.1882e-05 -1.87183e-07 -9.21474e-07
internal_weight=0 3100 3080 3040 3007 2985 62 2923 59 2864 2839 2818 102 56 46 2716 2695 2665 92 2573 2541 2516 2490 90 2400 69 71 42 2379 2312
internal_count=3121 3100 3080 3040 3007 2985 62 2923 59 2864 2839 2818 102 56 46 2716 2695 2665 92 2573 2541 2516 2490 90 2400 69 71 42 2379 2312
is_linear=0
shrinkage=0.1


Tree=3944
num_leaves=31
num_cat=0
split_feature=156 475 1 49 157 1429 157 133 157 157 49 474 1446 160 160 2 43 1447 52 1447 52 367 12 130 45 11 33 1 9 3
split_gain=2.9112e-06 5.34578e-06 2.53754e-05 1.52805e-05 4.4644e-06 1.46269e-05 1.36069e-05 1.04597e-05 9.49904e-06 9.53545e-06 8.88332e-06 1.09776e-05 3.78603e-06 4.74868e-06 1.98419e-05 2.33207e-05 2.76624e-05 8.95021e-06 3.23023e-05 1.59088e-05 4.19586e-06 3.475e-06 5.68876e-06 6.26897e-06 4.27536e-06 1.8027e-05 5.35075e-06 4.25018e-06 4.12344e-06 6.18023e-06
threshold=0.3248100000000001 0.051590000000000004 0.099195000000000019 0.10269000000000002 -0.087424999999999989 0.083840000000000012 -0.086394999999999986 0.085355000000000014 -0.085474999999999982 -0.083699999999999983 -0.0069299999999999995 0.037915000000000011 -0.09143999999999998 -0.52439499999999983 -0.53908999999999996 0.083995000000000014 -0.077319999999999986 -0.086279999999999982 -0.0087299999999999982 -0.085644999999999985 -0.56368999999999991 -1.0000000180025095e-35 0.23631000000000002 -0.22562499999999999 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.15964000000000003 0.09055500000000001 -0.014944999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 7 -6 10 -8 -10 -1 -12 -11 14 15 -14 -17 18 -15 -19 -21 -22 23 -23 25 -25 -27 28 -28 -30
right_child=-2 2 -4 -5 6 -7 8 -9 9 12 11 -13 13 17 -16 16 -18 19 -20 20 21 22 -24 24 -26 26 27 -29 29 -31
leaf_value=3.2652121630928289e-05 -3.5445911192294703e-05 3.0812819140039445e-05 0.00010468452911246223 -7.8159189905074367e-05 7.2390019368657912e-05 -9.2987196901297224e-05 -6.292792512188802e-05 5.1622478293631089e-05 6.7384462592945927e-05 -4.3604629900073634e-05 -8.0855486714881408e-06 -0.00010252759722789052 -6.9821511328882482e-05 -0.00012726931484697464 9.871981647302164e-05 -3.9031334138902216e-05 0.00010851984089067966 8.890083758160472e-05 2.9568276383135276e-05 3.93468047080275e-05 2.940162431096306e-05 5.2102394196977412e-05 -5.4589240817222163e-05 8.5166785993351368e-05 -4.1090168249664006e-05 -4.8908159290779934e-05 -1.6639791192143381e-06 -4.6253716163846548e-05 -4.4151319377339892e-06 6.6986353290717087e-05
leaf_weight=21 23 31 27 22 26 22 24 26 21 20 32 20 32 24 25 24 27 20 29 26 37 22 20 24 27 24 2375 21 27 22
leaf_count=21 23 31 27 22 26 22 24 26 21 20 32 20 32 24 25 24 27 20 29 26 37 22 20 24 27 24 2375 21 27 22
internal_value=0 2.63155e-07 2.57772e-05 -1.44208e-05 -4.13162e-07 -1.92325e-05 3.7287e-07 -2.84253e-06 -2.79323e-07 2.48801e-07 -2.2241e-05 -4.44094e-05 -2.50084e-07 5.89288e-08 2.06203e-05 -2.90367e-06 3.9084e-05 -7.64135e-07 -4.14525e-05 5.11708e-08 -6.25779e-07 -1.02566e-06 -1.46508e-06 -1.04711e-06 -1.51112e-06 -1.08246e-06 -1.92085e-06 -1.45963e-06 -1.07156e-06 2.76427e-05
internal_weight=0 3098 80 53 3018 121 2897 99 2871 2847 73 52 2826 2806 108 83 51 2698 53 2645 2625 2599 2562 2542 2520 2493 2469 2445 2424 49
internal_count=3121 3098 80 53 3018 121 2897 99 2871 2847 73 52 2826 2806 108 83 51 2698 53 2645 2625 2599 2562 2542 2520 2493 2469 2445 2424 49
is_linear=0
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Tree=3945
num_leaves=31
num_cat=0
split_feature=33 9 15 41 41 3 2 12 132 1203 1185 50 471 471 3 1428 474 1429 157 2 474 2 484 157 2 13 3 475 1425 1429
split_gain=2.87182e-06 3.05808e-06 1.48867e-05 3.38057e-06 8.62109e-06 4.30682e-06 3.09564e-06 3.38214e-06 2.81194e-06 7.61826e-05 3.9856e-05 1.36845e-05 2.63182e-06 4.09435e-06 4.27751e-06 5.6547e-06 5.18753e-06 2.78562e-06 2.86571e-06 1.90333e-05 4.47274e-05 3.1179e-05 1.09835e-05 7.9059e-06 1.26041e-05 5.64371e-06 6.00473e-06 3.88953e-06 7.4277e-06 7.25364e-06
threshold=-0.044254999999999996 0.088235000000000022 -0.10091499999999999 0.086565000000000017 0.090905000000000014 -0.52915999999999996 0.097070000000000004 -0.010834999999999999 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.097510000000000013 0.10693500000000002 0.094575000000000006 -0.24210499999999999 -0.071779999999999997 -0.24402999999999997 -0.15673999999999996 -0.086284999999999987 0.087015000000000023 0.087745000000000017 0.087625000000000022 0.087235000000000021 -0.083699999999999983 0.088300000000000003 0.084330000000000016 -0.080104999999999996 -0.10664 0.089180000000000009 -0.050194999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -6 -8 9 11 -10 -7 13 14 -12 -16 -17 -18 19 20 -19 -21 25 24 -20 26 -23 -25 29 -29
right_child=1 2 -4 4 6 8 7 -9 10 -11 12 -13 -14 -15 15 16 17 18 23 21 -22 22 -24 27 -26 -27 -28 28 -30 -31
leaf_value=3.6002371681123892e-05 -4.5497518883729794e-05 1.1344439983738333e-05 -9.0989623363601005e-05 7.7231512177604615e-05 -2.3749318077332447e-05 -2.0685654178393904e-07 -8.1714342827797818e-06 4.9288210248050747e-05 -0.00013491852147457065 0.00019132147582630362 3.4561365307834225e-05 -8.8336833105131528e-05 3.6364611935368886e-05 -4.1164430588954325e-05 -4.0070556091710129e-05 4.3998510146694671e-05 3.53673651261488e-05 -0.00013661173944683471 9.5757282476618212e-05 0.00011378150912882436 5.4021408120661361e-05 5.8624958656448305e-05 -7.9846761045267896e-05 -3.2864263962690331e-05 -1.3929380438639782e-05 -3.8776645717165517e-05 -1.090722528008175e-05 -5.6157946512583932e-05 5.9462365849564471e-05 2.8553829445954667e-07
leaf_weight=22 21 44 21 20 27 148 21 20 22 21 36 20 20 24 35 27 22 32 22 23 20 23 21 36 20 23 27 23 21 2259
leaf_count=22 21 44 21 20 27 148 21 20 22 21 36 20 20 24 35 27 22 32 22 23 20 23 21 36 20 23 27 23 21 2259
internal_value=0 -2.55587e-07 -2.17173e-05 2.04207e-07 1.95178e-05 -3.72709e-07 2.54312e-06 1.98577e-05 -4.87358e-08 1.17481e-05 -8.63652e-07 -1.06985e-05 2.23012e-07 -4.52994e-08 3.24311e-07 -1.43622e-07 3.94063e-07 -6.36818e-08 -3.69361e-07 -1.29523e-05 -6.32913e-05 9.42059e-06 -1.61145e-05 5.23758e-07 4.35255e-05 2.2194e-06 2.10776e-05 -2.48399e-07 2.61445e-07 -2.83349e-07
internal_weight=0 3099 65 3034 88 2946 68 41 2925 189 2736 168 2714 2694 2670 2634 2599 2572 2550 169 52 117 94 2381 42 73 50 2339 2303 2282
internal_count=3121 3099 65 3034 88 2946 68 41 2925 189 2736 168 2714 2694 2670 2634 2599 2572 2550 169 52 117 94 2381 42 73 50 2339 2303 2282
is_linear=0
shrinkage=0.1


Tree=3946
num_leaves=31
num_cat=0
split_feature=132 1185 1203 40 130 12 0 42 33 1210 1209 2 1209 401 0 16 1210 1 42 16 0 12 42 42 42 42 42 42 158 2
split_gain=2.72906e-06 2.04663e-05 1.18094e-05 2.63848e-06 9.33671e-06 6.94416e-06 5.796e-06 3.2284e-06 3.74914e-06 3.48442e-06 4.28172e-06 2.18385e-05 9.59143e-06 3.81567e-06 1.66328e-05 9.81653e-06 3.87191e-06 1.82341e-05 3.29224e-05 3.80617e-05 4.84729e-05 2.18348e-05 5.51811e-06 5.99385e-06 3.84055e-06 1.35691e-05 2.31036e-05 7.01561e-06 6.73396e-06 6.51899e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.24620999999999996 -0.22699999999999995 0.13043000000000002 -0.040504999999999992 0.12961500000000001 -0.044254999999999996 0.24726500000000004 -0.084519999999999984 0.084245000000000014 -0.069599999999999981 -0.099524999999999988 -0.072594999999999979 -0.072359999999999994 -0.00046999999999999993 0.078340000000000007 0.094935000000000005 -0.088159999999999988 -0.083804999999999977 0.090840000000000018 0.11747 0.11275500000000001 0.099760000000000015 0.09796500000000001 0.097020000000000009 0.096235000000000015 -0.47336999999999996 0.094565000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 7 -7 8 -6 10 11 -10 -12 14 15 -14 17 18 19 -15 -21 -22 23 24 25 26 27 28 -18 -26
right_child=1 3 -4 4 5 6 -8 -9 9 -11 12 -13 13 16 -16 -17 22 -19 -20 20 21 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-2.1035251903319873e-06 9.9181102199335811e-05 3.6295464105933206e-05 -7.2668843549089849e-05 -6.5047164852413434e-05 4.2110773522706169e-05 7.7543273861617004e-05 6.9087817792024001e-06 -3.7602214496987673e-05 4.3804236422427218e-05 3.4792760301830379e-05 6.4243064749145717e-05 -7.5785436697392352e-05 -4.1866987594403333e-05 0.00012129106126335303 -8.5718214783507096e-05 4.9200426615400304e-05 -4.9426147130101787e-05 -4.6414930067031596e-05 0.00014831178958134151 -0.00015855953417485581 9.7243284930616784e-05 -3.5347642868280811e-05 -4.5884258526240485e-05 3.9513793544264864e-05 -4.9632412823442323e-05 6.3457898994039909e-05 -9.8723170746476796e-05 5.0587435247574902e-05 -6.3915891387898768e-08 1.7485873270523934e-06
leaf_weight=195 21 20 27 22 21 21 26 23 26 28 23 37 20 23 27 29 28 36 21 20 23 27 27 37 43 33 24 27 2128 58
leaf_count=195 21 20 27 22 21 21 26 23 26 28 23 37 20 23 27 29 28 36 21 20 23 27 27 37 43 33 24 27 2128 58
internal_value=0 8.18302e-07 -1.06858e-05 1.00575e-07 -1.52713e-07 3.50699e-07 3.84689e-05 -2.91665e-07 1.85816e-08 -3.03435e-07 -6.65118e-07 -2.6431e-05 -5.3495e-08 -6.15571e-07 -2.26963e-05 1.20301e-05 4.1234e-08 1.56288e-05 3.52216e-05 9.68509e-06 -2.69854e-05 2.56442e-05 -9.30965e-07 -4.20561e-07 -1.05173e-06 -1.91665e-07 -1.14338e-06 -7.05838e-08 -7.04984e-07 -2.01265e-05
internal_weight=0 2899 222 2878 2858 2836 47 2789 2766 2745 2717 63 2654 2631 76 49 2555 150 114 93 70 50 2405 2378 2341 2240 2207 2183 2156 101
internal_count=3121 2899 222 2878 2858 2836 47 2789 2766 2745 2717 63 2654 2631 76 49 2555 150 114 93 70 50 2405 2378 2341 2240 2207 2183 2156 101
is_linear=0
shrinkage=0.1


Tree=3947
num_leaves=31
num_cat=0
split_feature=130 40 120 1447 4 403 2 481 1447 16 158 158 158 1456 43 3 483 1456 158 483 4 13 13 16 4 16 45 11 4 51
split_gain=2.80823e-06 4.6781e-06 2.90429e-06 2.68663e-06 1.67496e-05 1.30994e-05 8.72113e-06 1.3881e-05 4.10044e-06 1.86425e-05 3.29403e-06 1.09745e-05 1.05617e-05 1.03579e-05 2.12283e-05 7.01346e-06 6.88947e-06 7.00172e-06 5.29081e-06 5.28416e-06 9.62486e-06 5.26566e-06 1.66348e-05 1.39987e-05 1.0123e-05 5.55699e-06 5.34365e-06 1.2797e-05 5.11679e-06 1.45388e-05
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.086424999999999988 -0.081714999999999996 -0.57146499999999989 0.08622500000000001 -0.081334999999999977 -0.084334999999999979 -0.015314999999999997 0.096590000000000023 0.085030000000000008 0.082560000000000008 -0.063824999999999979 -0.013024999999999998 -0.081459999999999991 -1.0000000180025095e-35 0.056145000000000007 0.089460000000000012 0.093040000000000012 0.058735000000000009 -0.40078499999999995 -0.17933499999999997 -0.18708499999999997 -0.059649999999999988 -0.08595499999999999 0.094030000000000016 -1.0000000180025095e-35 -0.50940999999999981 0.086310000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -6 -8 9 -7 11 12 21 14 -12 -13 17 -15 -17 20 -18 24 23 -23 -10 -26 27 -24 29 -29
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leaf_value=3.4813406755742817e-05 -4.8465805787714091e-05 9.5222399527085071e-05 3.6258338877814825e-05 -8.1399059417890392e-05 -5.2649142890004445e-05 -1.715605826445556e-05 8.0672398118102669e-05 -2.6082304197941619e-05 8.6176134609559091e-05 0.00010387149593952927 3.7037273041615094e-06 -9.1826457482175506e-06 -6.9875051022708334e-05 7.1066125612718605e-05 -0.0001322244293987751 8.9334424970170052e-05 -1.318895010626875e-06 -8.7986529078556317e-06 2.7210822610931215e-05 1.7543932601158206e-05 -7.4004344561875903e-05 -0.00012420141976690502 7.8090967222773803e-05 -7.3023874162594265e-06 2.9563354888612195e-05 -2.7073135825048667e-05 -4.705190475154571e-05 -6.1197337222544123e-05 4.4530934064011624e-07 4.2003903290606109e-05
leaf_weight=23 20 21 22 20 26 35 21 29 20 20 27 23 22 23 20 26 49 21 29 37 29 20 21 21 41 30 24 43 2338 20
leaf_count=23 20 21 22 20 26 35 21 29 20 20 27 23 22 23 20 26 49 21 29 37 29 20 21 21 41 30 24 43 2338 20
internal_value=0 -2.58454e-07 5.47843e-08 -2.05843e-07 1.61704e-05 -7.42678e-07 -5.67295e-06 1.87547e-05 -1.93808e-07 2.6854e-05 -7.09629e-07 2.27705e-07 -8.81082e-07 -1.2895e-05 -5.4138e-05 3.71873e-05 -7.0363e-07 3.29488e-05 5.65783e-05 -1.35794e-05 -2.8343e-05 -2.92305e-07 -1.15681e-06 -6.43263e-05 2.33344e-05 5.63244e-06 -9.79598e-08 3.67315e-07 -3.12484e-07 -2.8435e-05
internal_weight=0 3098 3078 3056 97 2959 76 50 2939 55 2884 2678 2600 206 47 78 159 44 55 115 78 2578 2487 41 91 71 2446 2422 2401 63
internal_count=3121 3098 3078 3056 97 2959 76 50 2939 55 2884 2678 2600 206 47 78 159 44 55 115 78 2578 2487 41 91 71 2446 2422 2401 63
is_linear=0
shrinkage=0.1


Tree=3948
num_leaves=31
num_cat=0
split_feature=40 4 132 394 1203 12 12 0 4 12 9 10 2 2 2 34 44 471 16 16 3 4 52 159 159 159 43 13 16 131
split_gain=2.58658e-06 9.39119e-06 2.65614e-06 1.666e-05 9.44684e-06 3.01041e-06 7.56202e-06 1.11696e-05 6.78734e-06 3.24175e-06 2.94323e-06 8.62996e-06 1.62819e-05 7.32224e-06 3.64438e-06 3.11499e-06 2.85398e-06 1.2794e-05 3.15926e-06 1.2316e-05 7.22518e-06 1.36866e-05 1.01699e-05 5.78724e-06 1.33181e-05 1.20388e-05 7.09479e-06 5.90758e-06 1.03765e-05 1.19381e-05
threshold=-0.24620999999999996 0.63556000000000001 -0.083174999999999985 0.11233000000000001 0.089005000000000015 0.11650500000000001 0.12757000000000002 -0.06563999999999999 -0.011884999999999998 0.11351500000000002 0.092890000000000014 0.053330000000000009 -0.13033999999999998 -0.090999999999999984 -0.033169999999999991 -0.085114999999999982 0.099360000000000018 0.09858500000000002 0.0013750000000000001 -1.0000000180025095e-35 -0.16726499999999997 -0.15464999999999998 -0.15275999999999998 0.10545500000000001 0.11410000000000002 0.092820000000000014 -0.078139999999999973 -0.077944999999999987 0.38525000000000004 0.087870000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 9 7 -7 -8 10 11 13 -13 -4 -15 -16 17 18 19 20 -17 -22 -23 25 -25 27 -26 28 29 -20
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leaf_value=3.5846916114223858e-05 -2.6025113964545102e-06 -6.6877366788546737e-05 5.2329655860645565e-05 9.1985019580533857e-05 -6.5775705890566187e-05 -2.0029888401040808e-06 2.9963819921249528e-05 0.00010368345079768914 -4.3011867602707266e-05 -3.0883329707327957e-05 2.9869932947776489e-05 1.7521472836961039e-05 -0.0001100792703073239 -4.0543770459903919e-05 3.9641714138269891e-05 4.6075497635424006e-05 -3.0135195148402763e-05 7.8121854606988142e-05 -1.1921307115164576e-05 7.8122979366093034e-05 -6.5665371960588553e-05 7.0541265761546262e-05 5.2006405153073384e-07 -8.8053153700052975e-05 -5.8170657284790648e-05 7.0514660253386614e-05 1.0748880764768437e-05 -1.1465747914016195e-05 7.2915160537535402e-05 5.8011926957988182e-05
leaf_weight=20 192 21 27 20 27 20 25 20 26 34 33 20 20 22 20 35 31 21 131 21 31 21 1690 27 20 22 59 412 23 30
leaf_count=20 192 21 27 20 27 20 25 20 26 34 33 20 20 22 20 35 31 21 131 21 31 21 1690 27 20 22 59 412 23 30
internal_value=0 -2.31195e-07 2.2321e-07 1.03569e-06 -1.0391e-05 3.95429e-07 1.82901e-05 5.08402e-05 -7.23947e-06 -1.96721e-07 1.87427e-07 -1.77658e-07 -4.62789e-05 5.20052e-07 -1.46797e-08 3.29052e-07 2.35923e-08 3.91238e-07 -2.56004e-07 1.98992e-06 1.0902e-06 1.86365e-07 1.37947e-06 -5.83358e-06 -2.74214e-05 -2.13083e-06 -6.6991e-06 -4.81237e-06 1.00854e-05 1.10973e-06
internal_weight=0 3101 3080 2861 219 2841 91 40 51 2750 2716 2683 40 2643 2616 2594 2574 2543 2522 1798 1777 1742 1711 724 106 618 79 596 184 161
internal_count=3121 3101 3080 2861 219 2841 91 40 51 2750 2716 2683 40 2643 2616 2594 2574 2543 2522 1798 1777 1742 1711 724 106 618 79 596 184 161
is_linear=0
shrinkage=0.1


Tree=3949
num_leaves=31
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split_feature=132 1186 393 15 0 12 3 15 1203 1208 1208 1208 1209 0 1209 10 0 15 13 33 12 12 133 14 43 160 472 12 475 3
split_gain=3.0178e-06 8.05641e-05 3.95536e-05 8.44971e-06 3.12302e-06 4.15682e-06 4.98004e-06 7.47145e-06 3.45534e-06 2.58877e-06 6.33527e-06 5.62568e-06 2.9585e-06 1.88887e-05 4.37097e-06 2.43089e-06 2.725e-05 2.57672e-05 1.16047e-05 4.70353e-06 2.94702e-06 9.70115e-06 1.41367e-05 3.53642e-06 1.30072e-05 1.95921e-05 1.15945e-05 4.66564e-06 2.21663e-05 1.91424e-05
threshold=-0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.092400000000000024 -0.09515499999999999 0.11418000000000002 -0.080104999999999996 0.084905000000000022 0.084030000000000007 0.12461500000000002 0.10837500000000001 0.098655000000000007 -0.087714999999999987 -0.082724999999999979 -0.074484999999999982 -0.011559999999999999 -0.10224499999999999 -0.10091499999999999 -0.0072999999999999992 -1.0000000180025095e-35 0.11650500000000001 0.12757000000000002 0.017095000000000003 -0.31455999999999995 -0.05647499999999999 -0.061284999999999992 0.045305000000000005 0.094375000000000014 0.05680000000000001 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_value=2.4250129047830249e-05 -3.4793468815526768e-05 0.0001928168987267947 -0.00014099875988904387 -6.3272087485529482e-05 -1.7748159934267131e-05 -4.4125852823001951e-05 4.1693527244838746e-05 -6.2515100857819485e-05 2.8745908724142118e-05 -3.5734155535465109e-05 5.5092329941024745e-05 -4.824592736743701e-05 -3.327924069032097e-05 9.507147451153114e-05 -0.00010874771993864367 4.1838553858854411e-05 7.5716355452125244e-05 2.6127727744858783e-06 -9.0459718506151287e-05 -4.0925419307313865e-05 6.0620306668865587e-05 -6.5416035503555267e-05 3.4824309418849331e-05 2.1722274477398899e-06 2.9785182884249181e-06 0.00012642196854358191 -7.2967280555696399e-05 3.0590960167940252e-06 -0.00010932576932689352 -6.138252234852468e-05
leaf_weight=38 24 22 20 25 31 26 23 21 33 20 21 24 39 21 24 28 37 37 21 24 34 24 34 1913 36 20 22 406 21 52
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internal_value=0 1.13194e-05 -8.54224e-07 -8.94931e-06 -1.05355e-06 -8.22922e-06 4.12556e-07 -1.07576e-05 6.22534e-06 1.18327e-07 3.68868e-07 -3.56344e-08 3.75103e-07 2.58102e-05 -3.78041e-08 4.36552e-07 -1.35414e-05 1.05108e-05 -3.10859e-05 1.07288e-06 6.31493e-07 1.8208e-05 -6.65445e-06 -1.68775e-08 2.06682e-05 4.70655e-05 -7.02381e-07 -3.77376e-08 -8.86376e-06 -4.25742e-06
internal_weight=0 219 2902 197 172 134 108 85 64 2882 2862 2841 2817 45 2772 2733 119 95 58 2614 2586 92 58 2494 80 56 2414 2392 479 458
internal_count=3121 219 2902 197 172 134 108 85 64 2882 2862 2841 2817 45 2772 2733 119 95 58 2614 2586 92 58 2494 80 56 2414 2392 479 458
is_linear=0
shrinkage=0.1


Tree=3950
num_leaves=31
num_cat=0
split_feature=123 123 120 40 457 1374 447 147 48 39 124 150 13 150 160 43 52 1375 148 4 0 1 0 15 4 43 15 123 16 160
split_gain=2.58747e-06 5.13413e-06 3.76934e-06 8.75326e-06 2.85947e-06 5.40707e-06 3.40514e-06 6.13083e-06 7.78674e-06 3.64918e-06 5.43724e-06 3.9134e-06 6.28704e-06 6.14988e-06 2.35444e-05 2.76897e-05 2.78973e-05 8.75515e-06 8.64826e-06 5.03532e-06 4.58237e-06 1.77875e-05 5.87837e-06 2.71444e-05 4.68713e-05 1.61809e-05 1.68614e-05 6.03492e-06 5.08555e-06 1.68867e-05
threshold=0.13162000000000004 0.11410500000000003 1.0000000180025095e-35 -0.24134999999999998 0.41022000000000008 -0.096434999999999979 0.10121000000000001 0.093875000000000014 -0.07175999999999999 0.11536 0.086445000000000008 0.11213000000000002 -0.08231999999999999 0.090480000000000019 0.090980000000000019 -0.081674999999999984 -0.015069999999999998 0.10380000000000002 -0.091979999999999992 0.23246000000000003 -0.15931499999999996 0.082535000000000011 -0.14116499999999996 -0.015039999999999998 -0.111605 -0.081374999999999989 -0.11713499999999999 0.094395000000000021 -0.101115 0.10493500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 9 -9 10 11 13 -13 17 15 16 -15 18 -7 -14 21 -20 23 25 -25 -22 -27 28 29 -24
right_child=-2 -3 -4 4 -6 6 -8 8 -10 -11 -12 12 19 14 -16 -17 -18 -19 20 -21 22 -23 27 24 -26 26 -28 -29 -30 -31
leaf_value=6.4555605751506634e-05 -3.5853116781634497e-05 4.8367899431799418e-05 -3.7312315193789632e-05 -4.7801155415072574e-05 3.157947776344372e-05 6.2650277752916077e-05 3.90513334754029e-05 -7.59768929810889e-05 7.4044508524128193e-06 -3.0656719651520497e-05 4.0288939763901427e-05 1.3413812017201314e-05 -8.4075368140474889e-05 0.00012776578033898053 0.00012200981855130522 -6.3589315164495634e-05 -2.4706448615082383e-05 -6.619922583922744e-05 0.00010230089063129744 -1.4746831680541434e-05 -4.3902239391442258e-05 1.562006383759375e-06 1.7234292046264655e-05 -4.510681066997624e-06 -0.00019743903001653965 -1.8693712772801518e-06 0.00011967799204328565 -5.1103719069151738e-05 -1.5986879018295333e-06 -6.9626340397614203e-05
leaf_weight=21 20 22 27 24 28 22 22 24 21 38 34 28 20 24 20 37 24 20 21 22 27 106 332 34 20 25 21 23 1990 24
leaf_count=21 20 22 27 24 28 22 22 24 21 38 34 28 20 24 20 37 24 20 21 22 27 106 332 34 20 25 21 23 1990 24
internal_value=0 2.31225e-07 -1.1272e-07 2.16372e-07 -2.29397e-07 -5.25983e-07 -1.45115e-07 -4.36736e-07 -3.70656e-05 1.29301e-07 5.36353e-07 6.0442e-08 -2.32907e-05 6.50544e-07 2.43887e-05 1.41905e-06 5.15297e-05 -2.84731e-07 2.13677e-07 -4.77604e-05 -3.1e-07 1.82196e-05 -1.25281e-06 -2.22126e-05 -7.59656e-05 1.75499e-05 5.36196e-05 -1.29178e-07 3.70573e-07 1.13785e-05
internal_weight=0 3101 3079 3052 3031 3003 2979 2957 45 2912 2874 2840 70 2770 105 85 48 2665 2645 42 2623 127 2496 127 54 73 46 2369 2346 356
internal_count=3121 3101 3079 3052 3031 3003 2979 2957 45 2912 2874 2840 70 2770 105 85 48 2665 2645 42 2623 127 2496 127 54 73 46 2369 2346 356
is_linear=0
shrinkage=0.1


Tree=3951
num_leaves=31
num_cat=0
split_feature=1429 156 1428 1420 475 475 475 15 475 16 475 1372 376 15 43 123 123 39 3 151 4 484 10 34 49 9 447 447 3 457
split_gain=2.62772e-06 5.56577e-06 6.45447e-06 3.41094e-06 3.90559e-06 4.12475e-06 6.24862e-06 5.32048e-06 4.04381e-06 2.68928e-05 1.72992e-05 7.47196e-06 3.00808e-06 4.82564e-06 8.68798e-06 4.24306e-06 1.12794e-05 7.37081e-06 5.92901e-06 4.23926e-06 4.11057e-06 1.71166e-05 4.88121e-06 5.41286e-06 1.93792e-05 6.44991e-06 5.23227e-06 1.10406e-05 6.81462e-06 5.51913e-06
threshold=0.12521000000000002 0.3248100000000001 0.10256000000000001 -0.086589999999999986 -0.50059999999999982 -0.10664 -0.091889999999999986 -0.0088349999999999974 -0.086279999999999982 -0.0087049999999999992 -0.085719999999999977 -0.065504999999999994 0.087010000000000018 -0.41396999999999995 -0.052894999999999991 0.08592000000000001 0.087590000000000015 0.089790000000000023 -0.013929999999999998 0.16421000000000002 0.53859500000000016 0.090535000000000018 0.053330000000000009 -0.057544999999999992 -1.0000000180025095e-35 0.088235000000000022 0.088380000000000014 0.091690000000000008 0.10732000000000001 0.091945000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -6 9 -8 -10 -12 15 -14 -15 19 -17 -18 -19 20 22 -22 23 24 -13 26 29 -28 -29 -25
right_child=-2 -3 -4 4 5 6 8 -9 10 -11 11 12 13 14 -16 16 17 18 -20 -21 21 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-4.144230944802985e-05 3.6130872500166335e-05 -5.1540120676647695e-05 5.2893058690365844e-05 4.4035470054950571e-05 6.1722084699960592e-06 5.5870977521408347e-05 -0.0001182315388450661 -6.1256186469108801e-05 8.3097775583155459e-05 3.1470291335911804e-05 -4.7048724788028803e-05 -3.1787907192455562e-05 -2.1042835050182128e-05 7.1588787274473972e-05 -8.2309187855571513e-06 -8.7490282330691125e-05 2.8513241182409754e-05 1.0865553549197301e-05 -5.5274427833148479e-05 3.7149328131964735e-05 8.0357555968695483e-05 -2.9257023165233218e-05 -3.7728375069231595e-05 -3.9857468240472684e-07 8.7106971828877167e-05 -5.4720652629343523e-05 -9.0160674517392181e-05 4.051839728379578e-05 -3.9122110716892749e-05 2.8713956428995814e-05
leaf_weight=20 20 21 23 20 22 20 20 25 25 30 34 26 21 30 25 20 39 23 33 31 29 28 35 2320 29 22 20 21 22 67
leaf_count=20 20 21 23 20 22 20 20 25 25 30 34 26 21 30 25 20 39 23 33 31 29 28 35 2320 29 22 20 21 22 67
internal_value=0 -2.33027e-07 1.16794e-07 -2.8028e-07 -9.2094e-09 -3.01186e-07 1.63952e-07 -2.9694e-05 -2.13723e-07 -2.84104e-05 2.72428e-07 -4.47793e-07 1.09909e-07 1.97367e-05 3.53071e-05 -4.29562e-07 -1.92342e-05 -4.86455e-06 -2.81098e-05 3.8649e-07 -4.8656e-08 2.65118e-05 -6.39579e-07 -1.25884e-07 3.09021e-05 -8.16232e-07 -3.32193e-07 -2.8778e-05 -2.27909e-07 4.18576e-07
internal_weight=0 3101 3080 3057 3037 3017 2970 47 2950 50 2900 2875 2841 76 55 2765 115 95 56 2650 2619 57 2562 2527 55 2472 2450 63 43 2387
internal_count=3121 3101 3080 3057 3037 3017 2970 47 2950 50 2900 2875 2841 76 55 2765 115 95 56 2650 2619 57 2562 2527 55 2472 2450 63 43 2387
is_linear=0
shrinkage=0.1


Tree=3952
num_leaves=31
num_cat=0
split_feature=1204 132 3 12 12 1185 3 1204 401 401 133 1209 1209 1209 160 160 484 130 483 1447 151 12 1 150 51 16 158 16 15 15
split_gain=2.51643e-06 2.65075e-05 9.61783e-05 8.67395e-05 1.74699e-05 1.34324e-05 9.56276e-06 3.134e-06 2.89614e-06 3.71434e-06 1.51273e-05 7.98236e-06 3.42525e-06 3.72802e-06 3.15563e-06 1.49553e-05 1.31253e-05 9.90379e-06 1.61297e-05 8.85383e-06 9.49527e-06 9.39349e-06 8.5026e-06 2.1136e-05 1.68557e-05 1.0672e-05 2.06044e-05 9.25022e-06 1.13144e-05 7.18259e-06
threshold=-0.078604999999999994 -0.083284999999999984 -0.083344999999999989 0.091200000000000017 0.088245000000000004 -0.083264999999999992 -0.087614999999999985 -0.0030749999999999996 0.13837000000000002 0.11769000000000002 -0.047229999999999987 -0.093169999999999989 -0.087199999999999986 -0.076689999999999994 0.081905000000000019 0.062030000000000009 0.068975000000000009 0.10311000000000002 -0.47356499999999996 -1.0000000180025095e-35 -0.088279999999999983 0.10097500000000002 0.087865000000000013 0.090480000000000019 0.084745000000000015 -0.071854999999999988 0.084475000000000008 0.0013750000000000001 -0.068899999999999975 -0.059484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -2 -3 -7 9 11 -11 -9 -13 -14 15 -15 17 18 -16 -20 -21 22 25 24 29 26 -22 -27 -29 -24
right_child=5 3 -4 -5 -6 7 -8 8 -10 10 -12 12 13 14 16 -17 -18 -19 19 20 21 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=2.0879902610719977e-06 8.0342814410306308e-05 -2.3368150626386828e-05 0.00021740869825407572 -0.00023358650407317327 -0.00011191142436018709 3.0265670562478004e-05 6.2953939795122656e-05 -6.3451973692281167e-05 -3.8194285261852206e-05 -2.620625169348151e-05 8.0662310504591854e-05 4.1184377259924083e-05 -3.8037062012545694e-05 5.70704389575971e-07 -0.00010004415314390579 7.8325663766008811e-05 6.3471390725074653e-05 4.7996071979696359e-05 5.2880798320984468e-05 2.4586802617111006e-05 -0.0001619592458155239 4.2415983489263458e-05 -2.5719144559843699e-05 7.1599684422835711e-05 -9.692865005490604e-05 2.2284990144625126e-05 -2.6952037016879053e-05 1.8520373227407357e-06 -9.8657260396824614e-05 4.5608740620082245e-05
leaf_weight=41 21 33 20 20 20 34 21 20 20 27 26 20 26 2348 22 25 24 25 20 49 20 20 48 25 28 27 26 21 24 20
leaf_count=41 21 33 20 20 20 34 21 20 20 27 26 20 26 2348 22 25 24 25 20 49 20 20 48 25 28 27 26 21 24 20
internal_value=0 -1.24212e-05 2.71056e-05 -5.56871e-05 -3.52889e-05 6.4912e-07 1.02016e-05 8.08463e-08 -2.71707e-07 -9.35829e-09 2.62198e-05 -4.99192e-07 -5.24012e-08 -3.4716e-07 6.35261e-09 1.38987e-06 -8.22192e-06 -1.28103e-05 -1.71536e-05 -1.15939e-05 -1.57805e-05 -2.34176e-05 -2.89267e-05 -1.03004e-05 -3.16286e-05 -4.80265e-05 -8.56508e-05 -2.39887e-05 -5.17529e-05 -4.74035e-06
internal_weight=0 155 81 74 61 2966 54 2945 2911 2891 53 2838 2818 2798 2772 2373 399 375 350 328 308 259 239 121 96 118 46 72 45 68
internal_count=3121 155 81 74 61 2966 54 2945 2911 2891 53 2838 2818 2798 2772 2373 399 375 350 328 308 259 239 121 96 118 46 72 45 68
is_linear=0
shrinkage=0.1


Tree=3953
num_leaves=31
num_cat=0
split_feature=132 393 1203 0 0 12 3 12 1186 392 394 390 130 40 12 129 16 12 12 2 1212 1212 12 3 51 2 156 52 12 12
split_gain=3.02785e-06 1.58677e-05 9.16584e-06 2.69961e-06 3.66647e-06 5.57543e-06 1.0871e-05 4.13623e-06 2.62385e-06 2.42931e-06 2.85534e-06 1.22847e-05 2.78543e-06 5.1849e-06 3.81013e-06 3.27161e-06 4.65569e-06 2.98974e-06 3.46115e-06 6.7736e-06 3.63732e-06 6.11635e-06 4.55488e-06 2.63691e-05 9.76064e-06 1.89649e-05 1.44488e-05 7.62128e-06 6.52315e-06 1.9888e-05
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 -0.098289999999999975 -0.091069999999999984 0.11418000000000002 -0.073309999999999986 0.089210000000000025 -0.052704999999999995 1.0000000180025095e-35 -0.11103499999999998 0.090020000000000017 -0.23123999999999997 -0.24290999999999999 0.13043000000000002 0.10652500000000002 -0.039889999999999988 0.11586 0.10866500000000003 0.113445 0.14135500000000004 0.12799000000000002 0.099815000000000015 -0.064674999999999983 -0.057604999999999996 0.10060500000000001 0.013700000000000002 0.093665000000000012 0.097575000000000009 0.096990000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 -1 -5 6 7 8 -6 10 -2 12 -12 -14 15 17 -17 18 20 -20 21 22 28 24 26 27 -24 -26 29 -15
right_child=1 -3 -4 4 5 -7 -8 -9 -10 -11 11 -13 13 14 -16 16 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-3.2429743155911901e-05 2.9723894223218049e-05 8.747213360038586e-05 -6.5862190698411449e-05 3.6436621747270694e-05 3.3332561447639904e-05 -4.5076324685006901e-05 7.1673138500045745e-05 -4.1723367693131361e-05 -9.4755170418162997e-06 -3.365769942839896e-05 3.7920569375273779e-05 -7.264772717937139e-05 -5.0265143077012912e-05 1.1078030978757907e-06 3.0026458611328879e-05 5.9800165565155285e-05 -6.863675075692299e-06 -2.6868578056675644e-05 5.256444214062547e-05 -2.0777438653567514e-05 3.4437206590306842e-05 -5.4332468044733458e-05 -1.3347192289074882e-05 -0.00012383772758767011 -1.0687584872790642e-05 -7.5650712268897396e-05 0.00010068751998915104 6.1967828184027567e-05 3.1278875080122657e-05 -8.3689656612153027e-05
leaf_weight=28 33 21 27 25 21 28 20 28 45 21 20 23 20 2266 44 22 20 41 34 20 30 21 25 20 42 37 20 22 69 28
leaf_count=28 33 21 27 25 21 28 20 28 45 21 20 23 20 2266 44 22 20 41 34 20 30 21 25 20 42 37 20 22 69 28
internal_value=0 8.61928e-07 -1.12556e-05 -3.69467e-06 1.12319e-06 -5.09397e-06 4.72626e-06 -9.51775e-06 4.14524e-06 2.29956e-07 4.79043e-07 1.37301e-07 7.34964e-07 4.67538e-07 8.35033e-07 3.62297e-07 2.80555e-05 -7.25114e-08 3.44588e-07 2.54008e-05 -1.79844e-07 -5.87104e-07 -1.4082e-07 -1.61527e-05 -1.40132e-06 -1.866e-05 3.73349e-05 1.42877e-05 9.84009e-07 7.27862e-08
internal_weight=0 2899 222 195 167 142 114 94 66 2878 2857 2824 2801 2781 2761 2717 42 2675 2634 54 2580 2550 2529 166 146 101 45 64 2363 2294
internal_count=3121 2899 222 195 167 142 114 94 66 2878 2857 2824 2801 2781 2761 2717 42 2675 2634 54 2580 2550 2529 166 146 101 45 64 2363 2294
is_linear=0
shrinkage=0.1


Tree=3954
num_leaves=31
num_cat=0
split_feature=130 12 129 132 50 1185 1203 2 0 133 43 13 4 1212 401 15 42 43 52 43 4 1210 133 3 1211 401 401 43 43 133
split_gain=2.72413e-06 6.91392e-06 2.4157e-06 3.1884e-06 8.42223e-05 4.05601e-05 1.50543e-05 3.41661e-06 4.0557e-06 3.23952e-06 6.50954e-06 1.15577e-05 8.0534e-06 1.02358e-05 1.46236e-05 5.08786e-06 1.10674e-05 4.52975e-06 2.30409e-05 7.12277e-06 2.3174e-05 9.87137e-06 6.5105e-06 6.29291e-06 5.72594e-06 1.07848e-05 5.58157e-06 6.50437e-06 9.28488e-06 7.44332e-06
threshold=-0.23647499999999996 0.23631000000000002 0.12076500000000001 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 0.10497000000000002 -0.09595999999999999 -0.14032999999999998 -0.011694999999999999 -0.011914999999999999 0.181285 -0.020729999999999995 0.083100000000000021 0.089595000000000022 0.089390000000000011 0.084740000000000024 0.070205000000000017 0.055925000000000009 -0.073934999999999987 0.15724500000000002 0.093615000000000018 -0.078244999999999995 0.11671000000000002 -0.41128499999999996 -0.099524999999999988 0.0061450000000000003 0.0034250000000000005 -0.091869999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 7 8 -2 10 -7 12 13 -12 15 16 -15 19 22 21 23 24 -19 -21 25 -11 -27 28 29 -28
right_child=1 -3 -4 5 -6 9 -8 -9 -10 17 11 -13 -14 14 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-3.6787727203773102e-05 -4.2843211940635231e-05 5.6097775433789311e-05 -3.3180009768329914e-05 -0.00013606677880902268 0.00020724987491121282 5.5893791933816953e-05 -9.0416505536268239e-05 3.1280956317635675e-05 2.1884612859442617e-06 7.3444726549496412e-05 -1.8164835237736329e-05 -4.6135569431903097e-05 -3.3607652623383427e-05 1.3186428879956057e-06 0.00011279378329914915 -2.0018975070949334e-05 9.1135460673325252e-05 -1.376554655507789e-05 -0.00010930577246733226 2.4792278544855833e-05 0.00011347731456819179 -5.883240288500835e-05 5.2584572681336716e-05 -5.1905198215536072e-05 -5.212612107113403e-05 -5.2902342576999221e-05 -5.015551791377126e-05 3.9148985892790649e-05 -5.4919317053938883e-05 8.3402980969376033e-07
leaf_weight=20 24 22 22 22 20 29 20 31 120 20 38 36 27 34 23 21 23 50 23 23 23 29 21 20 21 20 29 42 31 2237
leaf_count=20 24 22 22 22 20 29 20 31 120 20 38 36 27 34 23 21 23 50 23 23 23 29 21 20 21 20 29 42 31 2237
internal_value=0 2.37262e-07 -1.61871e-07 7.5747e-08 1.18175e-05 -8.12525e-07 -8.22688e-06 1.16622e-06 -5.31682e-06 2.4265e-07 1.15895e-05 5.229e-06 1.63683e-05 2.60759e-05 4.27209e-05 2.20583e-05 3.75605e-05 -7.69758e-07 -2.23195e-05 4.2136e-08 3.2456e-05 -8.38603e-07 5.85914e-06 -1.0881e-05 -1.37845e-07 3.21068e-07 -2.98887e-07 1.50908e-07 -5.62161e-07 1.81472e-07
internal_weight=0 3101 3079 3057 215 2842 195 175 144 2820 231 202 166 139 101 78 57 2589 94 2495 66 2429 71 43 2400 2379 2359 2339 2297 2266
internal_count=3121 3101 3079 3057 215 2842 195 175 144 2820 231 202 166 139 101 78 57 2589 94 2495 66 2429 71 43 2400 2379 2359 2339 2297 2266
is_linear=0
shrinkage=0.1


Tree=3955
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 12 4 10 4 2 12 33 97 9 376 42 13 43 402 43 52 13 4 124 15 40 16 16 2 43 2
split_gain=2.98275e-06 1.86238e-05 6.15505e-06 5.78092e-06 2.70612e-06 6.10821e-06 3.63118e-06 1.72197e-05 4.10728e-05 2.30016e-05 5.18479e-06 3.1603e-06 7.37679e-06 2.79144e-06 3.05565e-06 4.49629e-06 4.09431e-06 7.20014e-06 5.33654e-06 5.17017e-06 4.60185e-06 8.04988e-06 4.20504e-06 5.15029e-06 4.92451e-06 5.40205e-06 2.36772e-05 3.1894e-05 1.14341e-05 1.27585e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.23631000000000002 0.63113500000000011 -0.011559999999999999 0.053180000000000012 -0.013254999999999998 -0.07415999999999999 -1.0000000180025095e-35 -0.085969999999999977 -0.013509999999999999 -0.083489999999999981 -0.23802999999999999 0.27266500000000005 -0.50216499999999986 0.085065000000000016 -0.25681499999999996 0.08976000000000002 0.11217000000000001 -0.0083799999999999986 -0.082135 0.19724500000000003 -0.077714999999999992 -0.16075999999999999 -0.29154999999999992 0.088850000000000012 -0.091784999999999992 0.121465
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 -3 -9 -8 -12 -13 -14 -15 16 17 -16 19 -18 22 -22 -20 24 -24 26 28 -28 -26 -30
right_child=1 4 -4 -5 -6 -7 10 9 -10 -11 11 12 13 14 15 -17 18 -19 20 -21 21 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=6.7744967809217504e-07 9.4686494256685758e-05 -0.00017047055951707082 -5.7912931006285361e-05 -5.4831842239114596e-05 -3.3993063674563971e-05 5.0682413242005475e-05 4.4316382102099148e-05 -3.9138916630084475e-05 7.3978003284365337e-06 0.00010416886282092449 -3.8365213194559882e-05 4.9077944769974674e-05 -3.1394968462856403e-05 3.8339907006870604e-05 6.7887483029001802e-05 -4.3042418117996327e-05 -4.6446481064776895e-06 -1.1313832047480074e-05 2.032748958609051e-05 -7.028359513718723e-05 7.9740814799151847e-05 -1.6328727900643925e-06 -5.0785882231139111e-05 4.7234103674947454e-05 -7.3396552324993548e-05 8.2901049183707922e-07 -3.6234644464154067e-06 -0.00017460924867464202 2.1272561832574868e-05 -3.4008600473968946e-05
leaf_weight=176 21 20 25 21 23 24 27 24 37 21 21 31 28 21 24 24 28 22 97 21 20 31 20 22 20 2021 24 20 149 58
leaf_count=176 21 20 25 21 23 24 27 24 37 21 21 31 28 21 24 24 28 22 97 21 20 31 20 22 20 2021 24 20 149 58
internal_value=0 8.55493e-07 -1.11714e-05 -5.23978e-06 1.70833e-07 4.46059e-07 2.01764e-08 -1.85047e-05 -5.50122e-05 2.7738e-05 7.12569e-07 2.76853e-07 5.79533e-07 1.21928e-08 3.47586e-07 4.08427e-08 4.42084e-07 3.00086e-05 -9.52767e-08 -3.27756e-05 5.49903e-07 3.02784e-05 -7.37709e-08 -9.21638e-07 -1.37987e-06 -9.4875e-07 -1.42065e-05 -8.13443e-05 -1.19303e-06 5.78315e-06
internal_weight=0 2899 222 197 2878 2855 2831 102 57 45 2729 2702 2681 2650 2622 2601 2577 46 2531 49 2482 51 2431 2334 2312 2292 271 44 227 207
internal_count=3121 2899 222 197 2878 2855 2831 102 57 45 2729 2702 2681 2650 2622 2601 2577 46 2531 49 2482 51 2431 2334 2312 2292 271 44 227 207
is_linear=0
shrinkage=0.1


Tree=3956
num_leaves=31
num_cat=0
split_feature=1429 1429 12 150 150 1446 472 133 159 474 157 12 154 12 130 1420 52 155 12 12 157 0 157 480 160 133 0 159 480 1
split_gain=2.80472e-06 1.27344e-05 4.42676e-05 7.09076e-06 1.81042e-05 6.73721e-06 1.24543e-05 7.78106e-06 1.08909e-05 9.85423e-06 8.21457e-06 4.96519e-06 4.4442e-06 3.92432e-06 4.73942e-06 3.45902e-06 5.40366e-06 8.09611e-06 1.92121e-05 1.27613e-05 6.47922e-06 1.1028e-05 4.55309e-06 3.72699e-06 2.81907e-05 1.70979e-05 1.62543e-05 2.71438e-05 1.49456e-05 4.12405e-06
threshold=0.052280000000000007 0.083780000000000007 0.083715000000000026 0.10918000000000001 0.10348 0.085345000000000018 -0.084114999999999981 0.087170000000000011 0.108225 0.087265000000000023 -0.07928499999999998 0.083535000000000012 0.085530000000000009 0.23631000000000002 -0.22461999999999996 -0.08341999999999998 -0.56368999999999991 0.10772000000000002 0.09334000000000002 0.098330000000000015 0.099625000000000005 -0.085669999999999982 0.084490000000000023 0.086995000000000017 -0.025879999999999997 0.090445000000000011 -0.079829999999999998 -0.10296999999999999 0.085075000000000026 0.102705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 4 5 6 -3 8 9 11 -9 -8 13 14 -1 -16 -17 20 -19 -20 22 -22 23 28 25 26 27 -25 29 -18
right_child=1 3 -4 -5 -6 -7 7 10 -10 -11 -12 -13 -14 -15 15 16 17 18 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.2662072377829139e-05 4.7421645886061017e-05 7.1033566991505012e-05 -0.0001581395912746137 -5.5200270501452252e-05 9.5187923434423283e-05 -5.4209362194039079e-05 1.3053961320110829e-05 6.589848513976904e-05 3.7755564426333878e-05 -8.8635994251052143e-05 -1.1716071009383692e-05 -4.2761931089283764e-05 4.7951098167686723e-05 -4.242242203396191e-05 3.9178296917626821e-05 -4.1278036335443769e-05 2.6425779263360426e-06 0.00011166560072359228 -4.6888574191446725e-05 5.5712501158599156e-05 9.8210848331551216e-06 -7.9750040088213253e-05 4.3889717934083215e-05 2.9632255234079616e-05 -8.9647357287360238e-05 8.1056673542871777e-05 5.8940160154937382e-05 -0.00010068066463149576 8.1315259170799476e-05 -7.1512355527841734e-06
leaf_weight=27 20 23 22 22 20 24 30 25 24 27 30 34 20 21 23 31 1809 22 27 22 28 27 24 31 38 26 24 33 23 564
leaf_count=27 20 23 22 22 20 24 30 25 24 27 30 34 20 21 23 31 1809 22 27 22 28 27 24 31 38 26 24 33 23 564
internal_value=0 -9.17569e-06 -6.02533e-05 -8.92839e-07 4.14836e-06 -4.24239e-06 1.97112e-06 -7.37262e-06 -2.2168e-05 -3.79721e-05 2.35633e-05 -1.65982e-05 9.79391e-07 6.43878e-07 9.69316e-07 5.60267e-07 2.34794e-07 7.11776e-07 3.40328e-05 -8.22785e-07 -1.88791e-07 -3.41502e-05 5.37444e-07 1.29103e-07 -1.50554e-05 9.80856e-06 -1.1242e-05 -3.75603e-05 1.09239e-06 3.14845e-07
internal_weight=0 301 42 259 237 217 193 170 115 91 55 64 2820 2800 2779 2752 2729 2698 71 49 2627 55 2572 2548 152 114 88 64 2396 2373
internal_count=3121 301 42 259 237 217 193 170 115 91 55 64 2820 2800 2779 2752 2729 2698 71 49 2627 55 2572 2548 152 114 88 64 2396 2373
is_linear=0
shrinkage=0.1


Tree=3957
num_leaves=31
num_cat=0
split_feature=130 12 123 123 1 9 97 9 124 132 394 3 132 2 132 52 33 2 0 9 13 400 45 453 148 447 48 147 1373 52
split_gain=2.81702e-06 7.21573e-06 2.502e-06 3.65584e-06 3.07007e-06 3.38663e-06 7.35849e-06 6.19469e-06 3.71445e-06 3.44428e-06 1.51919e-05 7.40285e-06 3.04355e-05 7.02958e-06 6.10981e-06 9.65065e-06 3.6013e-06 4.57857e-06 4.68924e-05 2.27665e-05 3.42555e-06 3.7568e-06 3.41826e-06 3.32955e-06 3.89899e-06 8.38916e-06 4.34117e-06 9.0346e-06 4.36094e-06 1.5477e-05
threshold=-0.23647499999999996 0.23631000000000002 0.13162000000000004 0.11410500000000003 0.16540500000000002 -0.08619499999999998 -0.083924999999999986 -0.036024999999999995 0.098110000000000017 -0.083174999999999985 0.10969000000000002 -0.083654999999999993 -0.1075 0.10497000000000002 -0.26625499999999996 0.087555000000000008 0.085305000000000006 -1.0000000180025095e-35 -0.080119999999999983 0.092890000000000014 -0.015039999999999998 -0.084549999999999986 0.094030000000000016 0.097350000000000006 -0.10069499999999999 0.094580000000000011 -0.11155999999999998 0.091170000000000015 0.081220000000000014 -0.023194999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7 9 11 16 20 13 14 15 -13 17 18 -11 -20 -9 -22 23 24 -19 26 -26 28 -28 -30
right_child=1 -3 -4 -5 -6 7 -8 8 -10 10 -12 12 -14 -15 -16 -17 -18 22 19 -21 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-3.740968153124414e-05 -9.7627974052253808e-06 5.7307968199893372e-05 -3.5420920803517219e-05 4.0681678166782319e-05 -3.9280540836443837e-05 -4.0495593681331043e-05 7.2366867680102591e-05 -2.0929164898833817e-05 3.5147522306715471e-05 0.00012713711901691068 8.7577963859075689e-05 -9.3619469262193894e-05 -0.00013904703890342977 4.4113421956188343e-05 2.3809005433577113e-05 2.3596175941003657e-06 -4.0194813531839335e-05 3.7500860363642075e-05 -7.9794909262480889e-05 4.5150283838665929e-05 -5.5615749993699457e-06 3.9236191384052529e-05 -3.3347580545288963e-05 -3.9591096165601077e-05 -3.9378379939012965e-05 -6.45292918125051e-05 1.0113991007580766e-06 5.9573407746099228e-05 2.2216471552383155e-05 -7.6183774258571521e-05
leaf_weight=20 24 22 20 22 20 38 20 33 30 29 20 20 21 22 20 22 22 28 35 25 36 39 31 21 27 20 2344 26 33 31
leaf_count=20 24 22 20 22 20 38 20 33 30 29 20 20 21 22 20 22 22 28 35 25 36 39 31 21 27 20 2344 26 33 31
internal_value=0 2.41278e-07 -1.66474e-07 6.40226e-08 -2.30211e-07 2.86573e-08 2.75689e-05 -3.78934e-07 1.40464e-07 -2.21055e-07 7.47509e-07 -1.24622e-05 -3.13694e-05 -4.45003e-06 -2.16822e-05 -4.33447e-05 9.75803e-08 4.32083e-07 2.27293e-05 -2.77344e-05 5.91974e-06 1.77333e-05 -3.42792e-07 6.16141e-08 3.93502e-07 -2.52831e-08 4.98927e-07 9.4128e-07 3.08208e-07 -2.54461e-05
internal_weight=0 3101 3079 3059 3037 3017 44 2973 2935 2905 2692 213 105 84 62 42 2672 2650 89 60 108 75 2561 2530 2509 2481 2461 2434 2408 64
internal_count=3121 3101 3079 3059 3037 3017 44 2973 2935 2905 2692 213 105 84 62 42 2672 2650 89 60 108 75 2561 2530 2509 2481 2461 2434 2408 64
is_linear=0
shrinkage=0.1


Tree=3958
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 120 12 10 0 10 33 52 12 52 42 132 1213 13 14 474 158 43 158 46 1456 158 16 1 39 376 13
split_gain=2.80513e-06 7.47528e-05 3.88754e-05 1.66844e-05 3.13354e-06 5.18765e-06 3.56081e-06 2.38271e-05 1.79658e-05 4.15066e-06 3.72588e-06 3.02791e-06 3.23972e-06 5.68622e-06 7.63465e-06 5.98886e-06 6.48386e-06 2.71755e-06 1.31399e-05 1.0913e-05 6.29009e-06 4.62377e-06 4.30536e-06 5.27903e-06 4.44871e-06 1.30876e-05 4.06337e-06 1.37162e-05 3.89439e-06 4.75491e-06
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.091385000000000008 0.22926500000000002 -0.011559999999999999 -0.10224499999999999 -0.086389999999999981 -0.012019999999999998 -0.077024999999999996 0.11527000000000001 0.090645000000000017 -0.021469999999999996 -0.19186999999999996 0.085855000000000015 -0.015874999999999997 -0.31455999999999995 0.096435000000000007 -0.47382999999999992 -0.05647499999999999 -0.4686749999999999 0.084955000000000017 0.12676500000000004 -0.22818499999999997 -0.054549999999999994 0.13756000000000004 0.089790000000000023 0.091135000000000008 -0.28558999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 11 5 6 7 -4 10 -8 -9 12 13 14 -1 16 -15 18 20 -19 -11 -21 23 24 25 -23 28 -28 29 -26
right_child=2 -3 4 -5 -6 -7 9 8 -10 17 -12 -13 -14 15 -16 -17 -18 19 -20 21 -22 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-8.5858662823739e-05 -0.00013324975417080249 0.00018146494628680282 -0.00010789014644536149 -9.5650638322695164e-05 -3.4371027973415597e-05 4.8874812926607608e-05 4.138199699809775e-05 9.5973999123089022e-06 8.0050697844550694e-05 -4.7348432715146126e-05 -4.2638077633859615e-05 3.636939358589838e-05 2.2676679109281394e-05 -6.4712246239651001e-06 -4.3419375389122353e-06 -3.950586436812522e-05 6.5002541966598741e-05 -7.1905008891397828e-05 8.8799405101553934e-05 4.243279567722661e-05 1.9840975877933058e-05 2.4625447244510553e-05 3.5937478997132558e-05 -4.5245119286636719e-05 2.6208387567169049e-05 -8.5742505474296527e-05 6.811835205687256e-05 -2.83682420330295e-05 -4.2913469154709243e-05 -4.2966769624226356e-07
leaf_weight=20 22 23 23 20 26 22 25 22 24 22 36 21 35 30 27 21 22 21 20 26 38 21 33 26 69 22 34 26 21 2323
leaf_count=20 22 23 23 20 26 22 25 22 24 22 36 21 35 30 27 21 22 21 20 26 38 21 33 26 69 22 34 26 21 2323
internal_value=0 1.09133e-05 -8.23574e-07 -9.10041e-06 1.88015e-07 5.02848e-07 1.27077e-07 -1.79437e-05 7.28523e-06 8.2287e-07 -2.28246e-05 7.34838e-07 -4.09307e-06 -1.19009e-05 -3.90299e-05 5.5657e-06 2.37677e-05 4.47601e-07 1.86035e-05 -1.06355e-07 -4.79514e-06 4.73335e-07 4.96662e-08 -4.16226e-07 4.70297e-08 -3.18419e-05 6.01507e-07 2.63075e-05 -3.76801e-08 3.38738e-07
internal_weight=0 219 2902 196 2880 2854 2832 105 82 2727 58 176 155 120 47 73 52 2702 80 2622 60 2601 2575 2542 2516 43 2473 60 2413 2392
internal_count=3121 219 2902 196 2880 2854 2832 105 82 2727 58 176 155 120 47 73 52 2702 80 2622 60 2601 2575 2542 2516 43 2473 60 2413 2392
is_linear=0
shrinkage=0.1


Tree=3959
num_leaves=31
num_cat=0
split_feature=12 130 33 47 47 9 3 47 484 484 47 47 43 4 1 12 393 130 48 1374 131 1374 0 131 3 1203 400 16 1371 1447
split_gain=2.92571e-06 4.60746e-06 2.77198e-06 2.97715e-06 2.78571e-05 1.59007e-05 3.42182e-05 7.09144e-06 4.76063e-06 6.67468e-06 5.41395e-06 8.83218e-06 5.87165e-06 5.54322e-06 9.15706e-06 5.29745e-06 4.03627e-06 3.90185e-06 3.5147e-06 1.06915e-05 5.01818e-06 4.77676e-06 4.85476e-06 4.62797e-06 5.44465e-06 4.45971e-06 5.67419e-06 4.08792e-06 3.10066e-05 1.41333e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.009184999999999997 0.094160000000000008 0.096475000000000019 0.09055500000000001 -0.13309499999999996 0.091340000000000018 -0.079429999999999987 -0.051889999999999999 0.107145 0.10372500000000003 -0.074359999999999996 0.053925000000000008 0.11061500000000002 0.085700000000000012 0.12679500000000002 -0.14628999999999995 0.12879500000000002 -0.26569999999999994 0.13767000000000004 -0.096434999999999979 -0.24955499999999997 0.11669000000000002 -0.082284999999999983 -1.0000000180025095e-35 -0.096814999999999984 -0.010264999999999998 0.083235000000000017 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 7 -7 16 15 -10 11 12 -11 -12 -15 -6 17 -4 19 -19 21 -21 -23 25 -25 -24 -27 28 -28 -29
right_child=-2 2 3 4 8 6 -8 -9 9 10 13 -13 -14 14 -16 -17 -18 18 -20 20 -22 22 23 24 -26 26 27 29 -30 -31
leaf_value=4.1392795268351348e-05 -3.5534150945592128e-05 -2.984943787469679e-05 -4.2636990242912859e-05 0.00012066108533222828 2.2199733648449186e-06 3.4942388291321031e-05 -0.00013820978946750984 5.9457883061213586e-05 5.5883262015413496e-05 -3.5122524019717945e-05 1.3562468413091175e-05 8.0723712962935685e-05 3.3067705927740986e-05 -8.260354152298533e-05 -7.5547818744957525e-06 -6.6828603121393829e-05 3.8895185123412659e-05 6.6441472821073455e-05 -3.843751774941969e-05 -4.284504872115437e-05 -4.8168998579388825e-05 4.4086188696383034e-05 4.1091212973697112e-05 5.2204679539297815e-05 -4.4862062509309908e-06 -4.7826351678500387e-05 4.0873598937051884e-07 5.6928211335402657e-05 0.00011057793150869727 -8.8357910881413758e-06
leaf_weight=27 23 31 22 21 25 21 25 20 25 23 65 20 28 21 72 20 26 24 24 26 22 25 25 36 32 26 1465 34 26 841
leaf_count=27 23 31 22 21 25 21 25 20 25 23 65 20 28 21 72 20 26 24 24 26 22 25 25 36 32 26 1465 34 26 841
internal_value=0 2.63806e-07 -9.77969e-08 2.05592e-07 9.32933e-06 -8.67789e-07 -5.91621e-05 1.35029e-07 1.51004e-06 6.82116e-06 1.46504e-06 2.44021e-05 2.31525e-06 -8.84214e-06 -2.45013e-05 -2.84683e-05 -3.12016e-07 -6.99911e-07 -3.45875e-07 8.19101e-09 -6.15108e-07 -2.02574e-07 2.39141e-07 -2.01977e-07 2.55266e-05 -9.25826e-07 -1.36497e-06 -8.54403e-07 2.32986e-06 -6.28039e-06
internal_weight=0 3098 3071 3040 320 2720 46 2674 299 254 229 71 51 158 93 45 2654 2628 2606 2582 2558 2536 2510 2485 68 2417 2392 2366 1491 875
internal_count=3121 3098 3071 3040 320 2720 46 2674 299 254 229 71 51 158 93 45 2654 2628 2606 2582 2558 2536 2510 2485 68 2417 2392 2366 1491 875
is_linear=0
shrinkage=0.1


Tree=3960
num_leaves=31
num_cat=0
split_feature=130 10 2 40 40 40 1 10 4 9 3 40 31 2 130 394 43 0 4 157 42 1429 12 12 3 157 4 2 16 2
split_gain=2.88714e-06 6.4542e-06 7.78495e-06 5.75872e-06 4.75259e-06 7.19192e-06 4.14081e-06 3.69121e-06 3.43681e-05 5.19903e-06 2.41472e-05 5.78413e-06 6.21694e-06 3.93886e-06 3.06279e-06 4.69245e-06 9.61228e-06 3.46247e-06 4.64799e-06 1.67816e-05 4.20214e-06 4.14294e-06 1.20035e-05 2.12847e-05 1.77443e-05 8.94368e-06 3.23949e-06 1.08632e-05 3.00739e-05 2.09422e-05
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 -0.085734999999999992 -0.083564999999999987 0.111945 -0.011559999999999999 0.053180000000000012 0.08925000000000001 -0.014944999999999998 -0.081564999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.14628999999999995 0.013605000000000001 -0.010344999999999998 0.14486500000000005 -0.50940999999999981 -0.0066899999999999989 0.082810000000000009 -1.0000000180025095e-35 0.092655000000000015 0.097575000000000009 -0.082154999999999992 -0.080799999999999983 0.065520000000000009 0.10381000000000001 -0.11227499999999999 0.10644500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 -5 8 -7 11 -11 -9 -13 -14 -15 17 -17 18 19 -16 -19 22 24 -24 -20 -26 -23 28 -28 -29
right_child=1 3 -4 4 5 7 -8 9 -10 10 -12 12 13 14 15 16 -18 20 21 -21 -22 26 23 -25 25 -27 27 29 -30 -31
leaf_value=-3.7872398789033926e-05 -2.8674878107960379e-06 -5.2470300592436363e-05 8.4308165851325627e-05 6.2441301374097492e-06 -4.9194854145753201e-05 -0.0001144006010799785 6.0173947349539962e-05 4.5247432100430681e-05 3.8222951313097539e-05 0.00011077996397424223 -4.2752740228024777e-05 -5.1107137604352226e-05 3.6046505641328016e-05 -3.522725876973709e-05 1.8044724129140377e-05 -1.2511530983581244e-05 8.3276564055267954e-05 -1.0827707592397929e-06 0.00010072478381819869 -9.9335008495212871e-05 5.959571482803551e-05 -3.1316479169321496e-06 -9.0242812014669962e-05 4.4378412760282951e-05 -4.8101672709890416e-05 3.4148514168919063e-05 3.2666125024725487e-06 -9.4627440640238097e-05 0.00010628865529479053 2.8192967445259938e-06
leaf_weight=20 21 21 20 35 30 25 24 28 36 21 20 24 30 25 29 22 20 25 30 21 21 2013 24 23 20 39 121 24 37 272
leaf_count=20 21 21 20 35 30 25 24 28 36 21 20 24 30 25 29 22 20 25 30 21 21 2013 24 23 20 39 121 24 37 272
internal_value=0 2.44254e-07 3.96572e-05 -2.83828e-07 7.67889e-08 -4.7965e-07 2.81817e-05 1.57585e-08 -2.43277e-05 5.2976e-07 3.5886e-05 2.07697e-08 -4.28289e-07 6.72218e-09 -3.84165e-07 -6.63694e-08 3.31018e-05 -5.82511e-07 -1.05414e-06 -3.12548e-05 2.66183e-05 -4.74029e-07 1.65175e-05 -2.43643e-05 3.81068e-05 6.26709e-06 -1.41073e-06 6.21967e-06 2.7392e-05 -5.08179e-06
internal_weight=0 3101 41 3060 3039 2980 59 2950 61 2889 41 2848 2820 2796 2766 2741 42 2699 2653 50 46 2603 136 47 89 59 2467 454 158 296
internal_count=3121 3101 41 3060 3039 2980 59 2950 61 2889 41 2848 2820 2796 2766 2741 42 2699 2653 50 46 2603 136 47 89 59 2467 454 158 296
is_linear=0
shrinkage=0.1


Tree=3961
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1425 52 157 1428 471 153 12 4 1420 472 1455 484 12 1455 159 3 50 1455 1447 159 1446 2 1447 1453 480
split_gain=2.48696e-06 1.78874e-05 8.54266e-06 2.58348e-06 9.59329e-06 4.60988e-06 2.49058e-06 1.23932e-05 4.90412e-06 3.54303e-06 5.63357e-06 4.33133e-06 5.5034e-06 3.03748e-06 5.07129e-06 3.09788e-06 9.71699e-06 6.22701e-06 4.42196e-06 6.25094e-06 2.03041e-05 7.00129e-06 6.1597e-06 4.64348e-06 3.13976e-05 1.38055e-05 5.20801e-05 2.56097e-05 6.62675e-06 7.56135e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.56368999999999991 -0.082509999999999986 -1.0000000180025095e-35 0.10338500000000002 0.08351500000000002 0.23631000000000002 0.63113500000000011 -0.083279999999999979 -0.081684999999999994 -0.092919999999999989 0.065750000000000017 0.086345000000000019 -0.088559999999999986 -0.46267499999999995 -0.07359499999999998 0.11859500000000002 -0.065979999999999983 -0.086279999999999982 -0.092414999999999983 0.083715000000000026 0.083995000000000014 -0.081174999999999983 -0.079499999999999987 0.11191000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 -5 -8 10 11 12 13 14 -10 16 -15 -18 -17 20 21 -20 -21 24 -24 27 -27 -25 -29 -30
right_child=1 3 -4 4 -6 -7 8 -9 9 -11 -12 -13 -14 15 -16 18 17 -19 19 22 -22 -23 23 25 -26 26 -28 28 29 -31
leaf_value=-2.9014603360804196e-06 9.2738358179780166e-05 -3.5705534100998195e-05 -6.2918415318967568e-05 -2.7982231161634746e-05 6.9375872553791853e-05 -4.3766581018189758e-05 3.6522515509002714e-05 7.3642738173399872e-05 7.457158790202812e-06 -4.0597392175682633e-05 5.0093429391298827e-05 -4.70799841787084e-05 4.7301070776484269e-05 7.5136881324314425e-05 -6.3755843129911227e-05 -4.6622906440808001e-05 -4.7179192497424085e-05 3.0787104541169743e-05 -5.1870285772435775e-05 -5.2881334799483585e-05 0.00010579575204958572 2.7193931661410416e-05 3.3457449050426179e-05 -0.00010931646694519839 -0.00010919710707471328 0.00012972896220252264 -1.1357168835686371e-05 5.0303543102927508e-05 -2.103739182730393e-06 5.3207958524581044e-05
leaf_weight=195 21 20 27 24 20 24 36 24 20 22 22 20 24 22 20 21 20 21 21 23 23 24 36 22 27 38 84 25 2170 25
leaf_count=195 21 20 27 24 20 24 36 24 20 22 22 20 24 22 20 21 20 21 21 23 23 24 36 22 27 38 84 25 2170 25
internal_value=0 7.8116e-07 -1.02008e-05 1.10173e-07 3.60808e-07 -1.25556e-07 2.46649e-07 2.28303e-05 -1.45258e-07 -6.28789e-07 -3.04081e-07 -7.16868e-07 -3.69057e-07 -8.02094e-07 -2.81493e-05 -3.8169e-07 2.15231e-05 -7.24524e-06 -9.25213e-07 -5.44096e-07 2.9363e-05 -9.7027e-06 -1.37417e-06 -8.8605e-07 -2.76802e-05 -1.71993e-07 3.25877e-05 -1.95463e-06 -8.90688e-07 -1.47377e-06
internal_weight=0 2899 222 2878 2858 2838 2814 48 2766 2730 2708 2686 2666 2642 40 2602 63 41 2539 2518 68 45 2450 2427 63 2364 122 2242 2220 2195
internal_count=3121 2899 222 2878 2858 2838 2814 48 2766 2730 2708 2686 2666 2642 40 2602 63 41 2539 2518 68 45 2450 2427 63 2364 122 2242 2220 2195
is_linear=0
shrinkage=0.1


Tree=3962
num_leaves=31
num_cat=0
split_feature=156 475 1 49 154 157 1372 484 2 42 42 157 157 471 1420 480 481 0 481 474 15 1429 49 0 49 12 159 160 51 51
split_gain=2.65276e-06 5.73107e-06 2.35458e-05 1.2583e-05 3.29279e-06 2.91038e-06 1.3349e-05 1.27188e-05 9.80517e-06 1.37199e-05 1.1112e-05 4.24199e-06 5.59085e-06 3.85771e-06 3.56857e-06 5.01396e-06 4.74501e-06 1.71639e-05 1.21318e-05 3.94654e-06 1.00095e-05 8.6687e-06 4.36764e-06 1.03931e-05 8.17771e-06 7.93209e-06 8.22487e-06 9.65618e-06 1.30865e-05 1.9664e-05
threshold=0.3248100000000001 0.051590000000000004 0.099195000000000019 0.10269000000000002 0.084190000000000001 -0.087424999999999989 -0.095709999999999976 0.085790000000000019 0.087470000000000006 0.086135000000000003 0.088060000000000013 -0.085474999999999982 -0.083699999999999983 0.093375000000000014 -0.079539999999999986 -0.088394999999999987 -0.087424999999999989 -0.086554999999999979 -0.085629999999999984 -0.084054999999999977 -0.0088349999999999974 -0.026244999999999997 -0.0087849999999999977 -0.24955499999999997 -0.0049799999999999992 -0.095379999999999979 0.10395500000000001 0.11205000000000002 0.093135000000000009 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 7 -7 8 9 -1 -10 -8 -13 14 -14 -16 17 -17 -18 20 -20 -21 25 -24 -25 -23 27 28 29 -27
right_child=-2 2 -4 -5 -6 6 11 -9 10 -11 -12 12 13 -15 15 16 18 -19 19 21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=9.4318776696343865e-05 -3.383598877521961e-05 2.8994214529032641e-05 0.00010267812308652706 -6.9892388075293811e-05 -3.7341927179568304e-05 8.189919578398986e-05 -3.2838157242692364e-05 -8.0525141349122964e-05 -6.6551451492423736e-05 -1.999033813176322e-05 2.408240726481381e-05 5.1774434940030222e-05 -3.0062143123359421e-05 3.5063314053038471e-05 4.2904182804772128e-05 3.0259529907757847e-05 6.6894807268572207e-05 -8.0748631226015285e-05 -1.2281298956528693e-05 -5.963352184335236e-05 7.6056073620471269e-05 4.0283302684353358e-05 6.8319445088728455e-05 4.2885871403591917e-05 -2.1648988618419834e-07 -2.116447157208359e-05 4.657937614948341e-05 4.6662823739967752e-05 -8.0227651370946807e-05 6.9308582281407262e-05
leaf_weight=21 23 31 27 22 24 20 39 24 31 21 24 21 40 31 27 26 27 30 29 25 23 30 23 45 2017 316 22 23 33 26
leaf_count=21 23 31 27 22 24 20 39 24 31 21 24 21 40 31 27 26 27 30 29 25 23 30 23 45 2017 316 22 23 33 26
internal_value=0 2.51207e-07 2.66687e-05 -1.20531e-05 -4.49059e-07 -1.53324e-07 4.8652e-07 -1.53456e-05 7.81237e-07 3.71642e-05 -2.70021e-05 -8.41967e-08 3.69749e-07 -1.67519e-08 -4.10482e-07 2.52516e-08 -4.04333e-07 -2.92091e-05 2.06909e-07 -4.82437e-07 2.6791e-05 -1.03643e-06 -4.58549e-07 1.46981e-06 7.24153e-07 -9.39327e-06 -1.29416e-05 -1.62317e-05 -2.00892e-05 -1.42864e-05
internal_weight=0 3098 80 53 3018 2994 2873 121 97 42 55 2853 2814 2793 2762 2722 2695 56 2639 2612 52 2560 2535 2085 2062 450 420 398 375 342
internal_count=3121 3098 80 53 3018 2994 2873 121 97 42 55 2853 2814 2793 2762 2722 2695 56 2639 2612 52 2560 2535 2085 2062 450 420 398 375 342
is_linear=0
shrinkage=0.1


Tree=3963
num_leaves=31
num_cat=0
split_feature=47 2 47 133 133 9 12 9 133 484 13 1 16 42 34 9 132 1186 394 52 132 2 15 2 47 456 475 157 456 10
split_gain=2.67889e-06 2.65686e-05 1.09237e-05 4.69686e-06 4.77008e-06 4.31783e-06 2.28144e-05 2.02686e-05 4.12047e-06 3.99742e-06 5.45038e-06 1.16892e-05 1.27271e-05 6.40767e-06 3.87575e-06 5.71385e-06 3.70047e-06 9.03165e-05 4.02804e-05 7.71182e-06 7.49841e-06 7.88856e-06 5.63516e-06 4.67142e-06 3.59293e-06 3.20993e-06 9.93508e-06 1.68249e-05 9.56249e-06 3.82768e-06
threshold=0.092165000000000011 -1.0000000180025095e-35 0.089785000000000018 -0.14757499999999998 -0.054584999999999995 0.092235000000000011 -0.010834999999999999 0.085555000000000006 0.12599500000000005 -0.078424999999999981 -0.063184999999999977 0.099990000000000009 -0.071854999999999988 0.092145000000000019 -0.097449999999999981 -0.090799999999999978 -0.083284999999999984 0.0044650000000000011 0.12358500000000001 0.10347000000000002 -0.41094499999999995 0.10381000000000001 0.084905000000000022 0.085235000000000019 0.10670500000000001 0.087680000000000022 -0.084264999999999993 -0.077384999999999995 0.091580000000000009 -0.38124499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 -5 7 -7 14 9 24 13 -12 -13 -11 -1 -16 17 19 25 20 -17 22 23 -22 -6 29 -27 -28 -29 -18
right_child=1 3 -4 4 8 6 -8 -9 -10 10 11 12 -14 -15 15 16 18 -19 -20 -21 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=4.1968244882313729e-05 -0.00012019872130167643 3.7734879534972219e-05 6.6827067872509359e-05 -4.7850793134784911e-05 4.2555126310617198e-06 5.1540528416115278e-05 -8.4359321898167162e-05 9.4444038974040242e-05 -4.2764617616988042e-05 6.5574138197450505e-06 -6.6798121854215147e-05 6.0188511051819665e-05 -2.9173970732940422e-05 5.7561393118198286e-05 -4.7759810142451904e-05 3.9955088569706385e-05 4.2712147726640322e-05 0.0002146773666754598 -0.00014209994664270199 -6.6806427846478037e-05 -1.0828636886523756e-05 -7.1203351762960668e-05 -3.6944846919317165e-05 4.3694048987769447e-05 -5.4967665866050609e-05 -6.6521442593135558e-05 7.6440992300128778e-05 -7.4728646844353844e-05 6.3196687033023165e-06 8.010495832344744e-07
leaf_weight=22 20 28 25 24 20 21 30 23 22 78 26 30 34 36 25 33 22 20 20 21 33 20 31 30 21 29 22 24 37 2294
leaf_count=22 20 28 25 24 20 21 30 23 22 78 26 30 34 36 25 33 22 20 20 21 33 20 31 30 21 29 22 24 37 2294
internal_value=0 -8.39284e-06 1.02272e-06 -1.38306e-06 -5.14699e-06 4.2602e-07 -2.84006e-05 9.69314e-07 -1.30844e-06 2.41415e-06 8.14058e-06 -1.02557e-05 1.27147e-05 2.26639e-05 1.68003e-07 -1.77583e-07 2.7369e-07 1.37939e-05 -7.64626e-07 -1.01208e-05 -2.02288e-06 -1.41744e-05 -2.04057e-06 1.51345e-05 -2.60783e-05 3.99586e-07 -1.61346e-05 1.47039e-06 -2.55682e-05 1.19917e-06
internal_weight=0 339 2782 319 291 2757 51 2706 267 245 204 90 64 114 2683 2661 2636 188 2448 168 147 114 94 63 41 2428 112 83 61 2316
internal_count=3121 339 2782 319 291 2757 51 2706 267 245 204 90 64 114 2683 2661 2636 188 2448 168 147 114 94 63 41 2428 112 83 61 2316
is_linear=0
shrinkage=0.1


Tree=3964
num_leaves=31
num_cat=0
split_feature=15 132 15 400 15 52 1208 15 1456 15 2 1213 50 402 42 52 131 481 16 3 42 1 2 1447 1447 3 402 401 403 1213
split_gain=2.64169e-06 6.43643e-05 7.5345e-05 1.03484e-05 9.92468e-06 3.42037e-05 7.67496e-06 6.22926e-06 7.27878e-06 7.05258e-06 3.48502e-05 8.0712e-06 1.09147e-05 1.80871e-05 7.09995e-06 6.76663e-06 1.48485e-05 2.62913e-05 1.04494e-05 1.50226e-05 1.36967e-05 5.38898e-06 4.29391e-06 4.17557e-06 3.27423e-05 1.69956e-05 9.25963e-06 2.07206e-05 1.86594e-05 1.56827e-05
threshold=0.091650000000000023 -0.083284999999999984 0.092145000000000019 -0.052894999999999991 0.090750000000000011 0.091820000000000013 0.10233500000000001 0.093115000000000017 0.04871000000000001 0.095575000000000007 0.092480000000000021 0.0036000000000000003 0.11700000000000001 -0.43418999999999991 0.10571500000000002 0.5140450000000002 0.08956500000000002 -0.07496499999999999 -0.065999999999999989 -0.082284999999999983 0.092620000000000022 0.099195000000000019 0.10381000000000001 -0.086424999999999988 -0.085804999999999979 -0.083489999999999995 0.10874500000000002 0.097935000000000008 -0.55276999999999987 -0.083944999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 6 -6 23 -5 9 10 -9 12 13 -11 15 16 17 -15 22 -20 21 -21 -19 25 -25 -1 28 -28 -26 -29
right_child=1 2 3 7 5 -7 -8 8 -10 11 -12 -13 -14 14 -16 -17 -18 18 19 20 -22 -23 -24 24 26 -27 27 29 -30 -31
leaf_value=8.7558554346637378e-05 0.0001568301058526871 -0.00019185991842277873 7.1840628895544165e-05 -4.5452721689798638e-05 -0.00012347265448904812 4.8116208026407377e-05 5.5850425662621696e-05 -1.5068728011888075e-05 -3.8276098130421924e-05 -8.3795236357466578e-05 0.00014877290828735568 -5.7293328645755536e-05 7.966991731336749e-05 0.00010876535379793495 5.0587994682198196e-05 5.6120200844650926e-05 -6.575691443304682e-05 6.2351062882479036e-05 -9.4514239352368664e-05 6.103657257578258e-05 -7.0793064624012926e-05 -8.3290672548519945e-06 1.245962250876524e-06 -0.00012042249816105419 -9.7936882521025841e-05 -1.2828324816697526e-05 0.00010421740756740933 4.7735729093333114e-05 -9.3545599616297403e-07 -5.1316188030121402e-05
leaf_weight=26 27 20 23 25 26 21 24 37 34 22 20 20 20 23 38 22 31 23 24 24 20 21 23 23 20 48 27 33 2345 31
leaf_count=26 27 20 23 25 26 21 24 37 34 22 20 20 20 23 38 22 31 23 24 24 20 21 23 23 20 48 27 33 2345 31
internal_value=0 6.68495e-06 -1.94041e-06 6.50045e-06 -1.26617e-06 -4.68053e-05 -4.35615e-07 2.98096e-06 5.993e-06 1.00831e-05 4.24196e-05 4.15646e-06 8.37981e-06 3.11855e-06 1.07977e-05 3.63165e-06 -2.47812e-06 9.93734e-06 -6.90003e-06 -2.69015e-05 -1.93683e-06 2.86659e-05 3.17985e-05 -9.64743e-07 -1.66347e-06 2.24427e-05 -5.51317e-07 3.07511e-05 -1.75576e-06 -2.42543e-07
internal_weight=0 497 470 450 2624 47 2577 427 402 368 57 311 291 271 249 211 189 158 135 89 65 45 46 2553 2479 74 2456 91 2365 64
internal_count=3121 497 470 450 2624 47 2577 427 402 368 57 311 291 271 249 211 189 158 135 89 65 45 46 2553 2479 74 2456 91 2365 64
is_linear=0
shrinkage=0.1


Tree=3965
num_leaves=31
num_cat=0
split_feature=132 394 1203 448 447 447 474 1 0 474 34 1 9 1 9 10 2 16 1176 394 16 13 0 13 0 0 3 49 130 49
split_gain=3.3415e-06 1.46485e-05 1.30097e-05 2.6352e-06 7.62257e-06 3.36268e-06 3.31055e-06 1.38839e-05 1.87788e-05 1.22047e-05 2.69228e-06 1.88126e-05 1.23605e-05 2.02362e-05 6.41784e-06 7.82792e-06 4.69347e-06 9.55893e-06 2.94156e-06 4.04805e-06 5.28486e-06 2.98746e-06 1.69191e-05 1.20505e-05 7.74216e-06 1.50209e-05 9.45959e-06 7.70768e-06 6.48678e-06 8.15311e-06
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.068920000000000023 0.094005000000000019 0.089395000000000016 -0.090834999999999985 0.10234000000000001 -0.052984999999999997 -0.07636999999999998 -0.057544999999999992 0.10089500000000001 0.091600000000000015 0.13332000000000002 -0.08619499999999998 -0.0087699999999999983 -1.0000000180025095e-35 -0.056919999999999991 0.086510000000000017 -0.093064999999999981 -0.08595499999999999 0.10002500000000002 0.12113000000000002 0.084330000000000016 -0.094654999999999975 -0.083674999999999986 -0.10519499999999998 -0.004729999999999999 -0.0038699999999999997 0.088340000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 7 8 -2 -8 11 -11 16 -14 -13 -16 17 -12 19 20 -18 23 24 -21 26 -26 -23 -27 -29 -30
right_child=1 -3 -4 -5 -6 -7 9 -9 -10 10 12 14 13 -15 15 -17 18 -19 -20 21 -22 22 -24 -25 25 27 -28 28 29 -31
leaf_value=-4.1600975916889169e-06 -4.4549383125519635e-06 8.2181611429115784e-05 -8.8827622421376885e-05 -3.5900740713259444e-05 4.9842646659535898e-05 -2.9176051723949898e-05 7.8819452151037699e-05 4.2728396041638918e-05 -0.00012472450022869453 0.0001006095345235822 -1.4819783419148909e-05 3.7004882081722219e-05 -0.00012342671098806369 1.5399099426022512e-05 1.2928967724427048e-05 -6.321866992409385e-05 -6.8237755367590584e-05 7.9503293297668949e-05 3.5716337294181119e-05 1.8863930504327456e-07 1.364370124671647e-06 -9.4535231374206702e-06 8.5590000229853177e-05 -5.7362105675368898e-05 -9.0798546552832717e-05 -5.2815473611103489e-05 8.0292555403123825e-05 6.4790684859872272e-05 -1.736994880986693e-05 5.2342668245926132e-05
leaf_weight=196 37 22 20 20 31 39 20 25 20 21 21 24 21 21 27 27 20 22 23 2183 24 23 27 37 20 21 24 20 62 23
leaf_count=196 37 22 20 20 31 39 20 25 20 21 21 24 21 21 27 27 20 22 23 2183 24 23 27 37 20 21 24 20 62 23
internal_value=0 8.92232e-07 -1.19997e-05 2.71918e-07 5.24609e-07 -1.52427e-08 3.91944e-07 -1.94038e-05 -4.66548e-05 9.90709e-07 4.12271e-07 1.65969e-05 -2.05892e-07 -5.40138e-05 -6.02186e-06 -2.51449e-05 6.80356e-07 3.34385e-05 1.18488e-07 -2.11122e-07 -3.0273e-05 3.30977e-07 1.14463e-05 -7.7054e-07 1.07385e-06 -1.029e-05 3.63743e-05 2.48915e-06 1.35501e-05 1.49347e-06
internal_weight=0 2905 216 2883 2863 2832 2793 82 57 2711 2691 99 2592 42 78 54 2550 43 2507 2484 44 2440 220 2220 193 146 47 126 105 85
internal_count=3121 2905 216 2883 2863 2832 2793 82 57 2711 2691 99 2592 42 78 54 2550 43 2507 2484 44 2440 220 2220 193 146 47 126 105 85
is_linear=0
shrinkage=0.1


Tree=3966
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 33 9 9 15 15 1447 403 1209 1456 1456 2 2 43 52 42 3 402 42 401 2 4 50 42 0 133 12
split_gain=2.78862e-06 1.43476e-05 8.91273e-06 8.12034e-06 2.74531e-06 3.85815e-06 6.96492e-06 2.46785e-06 2.40315e-05 1.70182e-05 2.03579e-05 2.29536e-05 7.38167e-06 1.29721e-05 9.07167e-06 2.25246e-05 3.9461e-05 1.59993e-05 1.81793e-05 1.60187e-05 2.01526e-05 1.81429e-05 1.34261e-05 1.56499e-05 2.78118e-05 1.01533e-05 6.36131e-06 5.98845e-06 5.90841e-06 6.78242e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.009184999999999997 0.088235000000000022 0.10750500000000002 0.087575000000000014 0.087260000000000018 -0.085684999999999997 -0.54631999999999992 -0.077874999999999986 -0.075669999999999987 -0.16825499999999996 0.090425000000000019 0.093320000000000014 -0.0098449999999999979 0.4099850000000001 0.11720500000000002 -0.078724999999999976 0.12527000000000002 0.089390000000000011 -0.06959499999999999 0.10188000000000001 -0.072334999999999997 0.091660000000000005 0.091465000000000005 -0.064754999999999993 -0.090969999999999981 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 7 -7 8 -6 -9 -11 -12 13 -13 17 16 -16 18 19 20 25 -21 -17 24 -24 26 28 -25 -14 -30
right_child=1 4 -4 -5 5 6 -8 9 -10 10 11 12 14 -15 15 22 -18 -19 -20 21 -22 -23 23 27 -26 -27 -28 -29 29 -31
leaf_value=3.3491012709935768e-06 8.318442478845274e-05 -2.9371801816347625e-05 -6.7047808657662246e-05 -6.2440054474185069e-05 -6.2138496671083681e-07 5.6351412284570737e-05 -1.2854064978175582e-05 7.2076402142960837e-05 -0.00010569609509151303 -6.8622789718248011e-05 8.8344544857932311e-05 -1.6472589893303601e-05 1.3038671316762167e-05 8.8813973561627791e-05 0.00016203107076580639 5.8494745011056034e-05 -6.8290163448358328e-06 -9.4955082315870891e-05 -7.9166974818133083e-05 0.00010966071083133172 -0.00010736734884631005 1.8178750017283071e-06 1.0476297575223726e-06 4.0702595232197872e-05 -0.00013317513959149299 4.2210276026197813e-05 3.821226036961889e-05 -1.1352249313466589e-05 8.5394516354426748e-06 -5.2621042221179586e-05
leaf_weight=176 21 31 25 21 2049 33 26 36 22 39 32 22 34 25 25 29 31 22 31 26 20 39 38 39 26 41 20 51 25 66
leaf_count=176 21 31 25 21 2049 33 26 36 22 39 32 22 34 25 25 29 31 22 31 26 20 39 38 39 26 41 20 51 25 66
internal_value=0 8.27176e-07 -1.08018e-05 -3.66396e-06 2.26237e-07 5.4852e-07 2.58541e-05 1.30003e-08 -1.73758e-06 5.06942e-06 1.5272e-06 5.78865e-06 1.45785e-06 3.95309e-05 -1.72054e-06 1.30591e-05 6.8555e-05 -1.26228e-05 -6.62506e-06 1.67309e-06 -1.19838e-05 4.4955e-05 -3.92328e-06 -1.56773e-05 -5.34804e-05 -1.72753e-06 -1.41513e-05 1.12048e-05 -2.25295e-05 -3.58187e-05
internal_weight=0 2899 222 197 2878 2847 59 2788 2071 717 681 642 610 47 563 239 56 324 302 271 206 65 183 154 64 186 145 90 125 91
internal_count=3121 2899 222 197 2878 2847 59 2788 2071 717 681 642 610 47 563 239 56 324 302 271 206 65 183 154 64 186 145 90 125 91
is_linear=0
shrinkage=0.1


Tree=3967
num_leaves=31
num_cat=0
split_feature=1429 156 1428 1429 132 132 15 1186 47 47 47 47 124 2 48 48 474 456 0 16 456 130 4 9 33 151 1429 150 13 49
split_gain=2.45258e-06 5.5587e-06 5.35865e-06 3.3838e-06 2.53203e-06 1.23649e-05 7.08899e-06 6.46543e-06 2.63538e-06 2.5129e-05 1.10658e-05 3.359e-06 4.23896e-06 5.0426e-06 2.03205e-05 1.33832e-05 3.27317e-06 4.61482e-06 9.50188e-06 1.19642e-05 8.60525e-06 5.75236e-06 5.05611e-06 4.2137e-06 1.4846e-05 4.15412e-06 1.72497e-05 2.74113e-05 2.59943e-05 6.87825e-06
threshold=0.12521000000000002 0.3248100000000001 0.10256000000000001 0.11023000000000001 -0.083174999999999985 -0.050879999999999988 0.092400000000000024 0.049580000000000006 0.092165000000000011 0.09550500000000002 0.090100000000000013 0.097970000000000015 -0.063929999999999987 0.10402500000000002 0.11270000000000001 0.13400000000000004 0.11147000000000001 0.08790000000000002 -0.085544999999999982 -0.065229999999999996 0.091580000000000009 -0.23123999999999997 0.62931500000000018 0.092235000000000011 -1.0000000180025095e-35 -0.088279999999999983 0.083725000000000008 0.083555000000000004 -0.08231999999999999 0.10910000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 10 -10 16 -11 -13 14 -14 -15 17 21 19 -19 -20 -7 23 24 -23 26 27 -26 -29 -27
right_child=-2 -3 -4 -5 5 8 -8 -9 9 11 -12 12 13 15 -16 -17 -18 18 20 -21 -22 22 -24 -25 25 29 -28 28 -30 -31
leaf_value=2.5436768133847092e-06 3.4906057899206643e-05 -5.1499633021497487e-05 4.8212390886518457e-05 -3.1152222535248647e-05 6.8277629718607022e-05 5.3361766168520615e-05 -6.0343027962517232e-05 -5.6196038622147176e-05 -0.0001114506113729228 -3.7068784734836538e-05 7.3635572162055767e-05 4.4794729010597872e-05 -5.7180084627050327e-06 -6.6929064818331037e-05 9.5409752548616597e-05 2.3298001456022314e-05 3.7483192015012418e-05 -3.5588569327652905e-05 -9.0795866036877181e-05 6.7766959293857364e-05 -9.4360463873062369e-06 8.3671576100062924e-05 -3.6396322987760264e-05 -3.2095504011030662e-05 -1.0557080644679034e-05 1.2361325978357372e-06 -5.7372119088540792e-05 0.00017379688537662983 2.9701382616974205e-05 -2.6733565696106423e-05
leaf_weight=174 20 21 23 35 27 21 25 21 22 23 21 22 146 35 23 31 24 24 26 21 26 22 36 37 62 1984 25 21 31 92
leaf_count=174 20 21 23 35 27 21 25 21 22 23 21 22 146 35 23 31 24 24 26 21 26 22 36 37 62 1984 25 21 31 92
internal_value=0 -2.2513e-07 1.24469e-07 -2.37331e-07 1.20717e-07 9.31799e-07 -1.02095e-05 -3.78214e-06 2.76542e-07 -8.54204e-06 1.35346e-06 -4.56365e-07 2.82023e-06 -1.10929e-06 8.04494e-06 -2.45497e-05 7.34401e-07 3.71151e-07 -2.10005e-05 1.2644e-05 -5.0116e-05 1.26049e-06 7.86843e-07 1.37549e-06 1.92911e-06 1.11722e-06 1.78535e-05 3.43503e-05 8.78938e-05 -3.37234e-09
internal_weight=0 3101 3080 3057 3022 2802 220 195 2775 302 2473 280 257 235 169 66 2452 2428 97 45 52 2331 2310 2274 2237 2215 139 114 52 2076
internal_count=3121 3101 3080 3057 3022 2802 220 195 2775 302 2473 280 257 235 169 66 2452 2428 97 45 52 2331 2310 2274 2237 2215 139 114 52 2076
is_linear=0
shrinkage=0.1


Tree=3968
num_leaves=31
num_cat=0
split_feature=33 9 16 13 132 1203 1185 50 12 12 12 0 12 1213 12 12 3 15 2 15 13 15 14 2 2 2 15 0 150 157
split_gain=3.07266e-06 3.31992e-06 6.60948e-05 2.10798e-05 2.92276e-06 7.20305e-05 4.22303e-05 1.30227e-05 2.43264e-06 2.24198e-05 1.72325e-05 3.1729e-05 1.23646e-05 9.55953e-06 3.80033e-05 1.18419e-05 3.52138e-05 9.78702e-06 3.70222e-05 9.96663e-05 1.26393e-05 1.50421e-05 1.09735e-05 9.28529e-06 4.26964e-05 1.79422e-05 3.05215e-05 5.12621e-05 2.4667e-05 2.09955e-05
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.076384999999999995 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.085355000000000014 0.085250000000000006 0.085635000000000003 -0.086234999999999992 0.085955000000000018 -0.086179999999999993 0.084405000000000022 0.08493500000000001 -0.082794999999999994 0.082685000000000022 0.083715000000000026 0.087065000000000017 -0.085744999999999988 0.11171000000000002 0.078745000000000009 0.10584500000000001 0.10774000000000002 0.087545000000000026 -0.026084999999999994 -0.085544999999999982 0.10874500000000002 -0.071119999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 7 -6 -2 9 13 11 -10 -12 14 -8 17 -17 22 -19 -20 -21 -22 23 25 -25 28 -27 -28 -15 -29
right_child=1 2 -4 -5 6 -7 8 -9 10 -11 12 -13 -14 15 -16 16 -18 18 19 20 21 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=-3.1326261124641249e-05 8.1953691012037376e-07 1.8470983978540579e-05 0.00017322201839306217 -0.00012190372760414904 -0.00013902297531868417 0.00018700515056913167 -1.581107577373547e-05 -8.4384675201363283e-05 -2.2914095041772142e-05 -0.00010584044531632181 -5.7925819086709196e-05 0.00014893277214220939 2.1716722692124244e-06 9.6096951252817495e-07 0.00014654160463362047 -0.00015194398198218551 3.1395040530862222e-05 5.9820003197172704e-05 -0.00022658100311988305 -6.3454637849991703e-05 8.864653491795965e-05 -2.049673351263794e-05 7.1840602983932266e-05 -0.00014404046669369563 -2.980572740796106e-06 -3.9697601712474312e-06 0.0002054619931641355 -7.8136802520540587e-06 -0.00010692028010215955 9.6329956477347878e-05
leaf_weight=31 174 23 20 20 22 21 46 20 21 21 35 22 1566 270 21 20 22 36 26 21 23 28 22 23 320 121 22 49 23 32
leaf_count=31 174 23 20 20 22 21 46 20 21 21 35 22 1566 270 21 20 22 36 26 21 23 28 22 23 320 121 22 49 23 32
internal_value=0 3.14274e-07 2.30349e-05 -4.68196e-05 -1.58603e-07 1.10791e-05 -1.01782e-06 -7.9644e-06 7.03944e-08 -3.46628e-06 2.53574e-06 6.50076e-05 8.57861e-07 -1.5553e-06 3.50756e-05 -3.87502e-06 -5.59093e-05 -1.724e-06 -2.69043e-05 -5.87622e-05 1.83909e-06 2.87247e-05 2.10157e-06 3.17549e-07 -1.24394e-05 8.78106e-06 3.00871e-05 7.00957e-05 -7.50752e-06 3.33295e-05
internal_weight=0 3090 63 43 3027 215 2812 194 2790 1146 1644 43 1601 1125 67 1058 42 1016 134 98 72 51 882 860 343 517 224 103 293 81
internal_count=3121 3090 63 43 3027 215 2812 194 2790 1146 1644 43 1601 1125 67 1058 42 1016 134 98 72 51 882 860 343 517 224 103 293 81
is_linear=0
shrinkage=0.1


Tree=3969
num_leaves=31
num_cat=0
split_feature=130 40 130 394 43 1204 1203 33 9 3 1213 43 43 43 51 3 43 1210 16 0 52 2 42 42 52 1 15 52 131 42
split_gain=2.64322e-06 6.81575e-06 2.8074e-06 3.76517e-06 8.64489e-06 3.04568e-06 4.95583e-06 2.41476e-06 3.43379e-06 6.04734e-06 2.33913e-06 2.63655e-06 1.75313e-05 1.46549e-05 1.32495e-05 3.53077e-05 1.06525e-05 8.55928e-06 6.85018e-06 6.08987e-06 5.50197e-06 8.93221e-06 7.70921e-06 6.70609e-06 4.41562e-06 3.87618e-06 3.6362e-06 1.07482e-05 2.05616e-05 1.68314e-05
threshold=-0.23647499999999996 -0.23755499999999996 -0.14628999999999995 0.013605000000000001 -0.010344999999999998 0.058775000000000008 -1.0000000180025095e-35 -0.009184999999999997 0.089995000000000006 -0.014944999999999998 0.51370000000000016 0.060960000000000007 0.066275000000000014 0.055925000000000009 0.035765000000000012 -0.070099999999999982 0.093175000000000022 0.15724500000000002 -0.080789999999999987 -0.10607499999999999 -1.0000000180025095e-35 0.10381000000000001 -0.069529999999999995 -0.018024999999999996 0.095415000000000014 0.078340000000000007 0.11461000000000002 0.51358000000000004 0.08956500000000002 0.090395000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 -8 10 -10 11 13 -13 17 16 -16 18 26 -14 25 23 22 -22 -21 -24 -18 -9 28 29 -28
right_child=1 2 3 4 -6 -7 7 8 9 -11 -12 12 14 -15 15 -17 19 -19 -20 20 21 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-3.6237259196241211e-05 5.0257449860240473e-05 -3.2309296592656114e-05 4.5194980521046092e-05 -1.3444376298304469e-05 7.7395814078045087e-05 -3.7407867404743399e-05 -2.8193641112246102e-05 -9.801112686973518e-07 -7.9472362845730727e-06 5.838165145380319e-05 3.3469318786956137e-05 -8.9774439635220913e-05 9.5024143301998269e-05 6.9720728254954648e-05 -0.00015257848483088312 1.895300682614713e-05 6.0681106246885893e-05 -5.460147471678973e-05 1.4161245317981493e-05 -2.8928167878239906e-05 4.6484545496241484e-05 -7.1259935166381185e-05 -4.7083515351510472e-05 4.4260815596522488e-05 9.7817609044299892e-06 4.2682128705878158e-06 5.6870162370614712e-05 7.4795848224312083e-05 -8.280026911803441e-05 -1.9415523870107294e-05
leaf_weight=20 27 27 24 22 20 22 31 2303 28 27 20 25 20 30 20 30 21 29 22 21 20 30 36 31 22 29 61 25 23 55
leaf_count=20 27 27 24 22 20 22 31 2303 28 27 20 25 20 30 20 30 21 29 22 21 20 30 36 31 22 29 61 25 23 55
internal_value=0 2.33718e-07 -2.05657e-07 7.88188e-08 2.98129e-05 -3.36765e-07 -6.33611e-08 -4.30445e-07 -1.36504e-07 2.46142e-05 -6.10325e-07 -8.49229e-07 -9.29832e-06 2.44536e-07 -2.63639e-06 -4.96596e-05 6.69361e-06 -5.90514e-07 5.26674e-05 -2.50114e-06 -1.20208e-05 -2.48881e-05 -7.05278e-06 1.47037e-05 -2.55139e-05 2.79616e-05 4.43939e-08 1.44312e-05 3.57424e-06 2.07002e-05
internal_weight=0 3101 3074 3047 42 3005 2983 2959 2928 55 2873 2853 327 2526 302 50 252 2496 42 210 160 108 78 52 58 50 2467 164 139 116
internal_count=3121 3101 3074 3047 42 3005 2983 2959 2928 55 2873 2853 327 2526 302 50 252 2496 42 210 160 108 78 52 58 50 2467 164 139 116
is_linear=0
shrinkage=0.1


Tree=3970
num_leaves=31
num_cat=0
split_feature=12 130 147 142 11 147 148 33 34 34 39 39 13 9 2 15 4 0 14 158 1 1455 1455 15 1456 160 2 51 157 2
split_gain=2.60959e-06 4.57623e-06 2.77636e-06 5.28199e-06 1.03096e-05 5.50257e-06 7.04149e-06 3.22847e-06 3.87118e-06 6.65166e-06 3.28189e-06 5.95249e-06 3.6501e-06 3.42751e-06 5.76163e-06 3.8075e-05 4.12108e-06 8.44457e-06 7.41035e-06 8.61202e-06 4.55233e-06 3.57499e-06 8.71307e-06 2.42157e-05 6.12488e-06 6.00063e-06 4.33469e-06 1.40195e-05 1.08631e-05 1.09062e-05
threshold=0.23631000000000002 -0.22461999999999996 0.11204500000000002 -0.057499999999999989 -0.014494999999999999 0.095485000000000014 -0.098399999999999974 -0.044254999999999996 -0.097449999999999981 -0.084564999999999987 0.11536 0.10940500000000002 -0.039649999999999998 0.091600000000000015 -0.0050599999999999994 -0.10203999999999998 0.50996500000000011 -0.073309999999999986 -0.31455999999999995 -0.47382999999999992 0.13707500000000003 -0.037084999999999993 -0.097209999999999977 -0.067579999999999987 0.12676500000000004 -0.04016999999999999 0.11177500000000001 -0.44986999999999994 0.63334000000000013 0.10981000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -8 -9 -10 11 13 -12 14 15 -11 18 20 -16 -20 -18 22 25 -24 26 -21 27 -23 29 -29
right_child=-2 2 -4 4 5 -7 7 8 9 10 12 -13 -14 -15 16 -17 17 -19 19 21 -22 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=4.1238532466431265e-05 -3.3559522015148896e-05 5.1354107599763663e-05 -3.7248011358315126e-05 -6.8412467011181769e-05 -5.0075661537058685e-05 4.0294379141414543e-05 4.0350975177716469e-05 4.003343001386384e-05 -5.2721491313908102e-05 0.00014286599522165489 1.2032769973302493e-06 4.7297444123412591e-05 -5.577157141736032e-05 -3.294844256317681e-05 5.2588055997923094e-05 -2.9220896572547244e-05 -2.7146259960566319e-05 -6.6653927465917408e-05 -6.5439127647550781e-05 -4.3071071496373846e-05 3.8773452761233788e-05 -8.4963261833763688e-05 -1.3322729545117391e-05 0.00011024524270584968 -5.4172561794985087e-05 2.0212959744610766e-05 1.0438486499831904e-05 -5.6952922946991117e-07 7.2506164578953764e-05 -5.5352868415915561e-05
leaf_weight=27 23 20 20 22 28 34 20 24 24 20 23 27 22 31 27 36 22 28 20 29 20 20 35 29 21 31 346 2035 20 37
leaf_count=27 23 20 20 22 28 34 20 24 24 20 23 27 22 31 27 36 22 28 20 29 20 20 35 29 21 31 346 2035 20 37
internal_value=0 2.49154e-07 -1.11222e-07 1.32218e-07 -2.05768e-07 2.92918e-07 -1.64242e-07 3.09976e-07 3.63786e-08 -2.94289e-07 1.42756e-07 5.68205e-07 -2.66511e-05 1.18725e-07 4.87991e-07 3.22387e-05 -1.657e-07 -2.41151e-05 4.66926e-07 -6.95855e-08 4.24408e-06 4.32678e-07 1.70029e-05 4.2669e-05 -3.96167e-07 -1.03743e-05 6.32735e-08 -1.63645e-06 -8.3983e-07 -1.5478e-06
internal_weight=0 3098 3071 3051 3031 3009 2975 2947 2927 2903 2879 2834 45 2807 2776 56 2720 70 2650 2623 42 2603 124 64 2479 60 2458 2112 2092 2072
internal_count=3121 3098 3071 3051 3031 3009 2975 2947 2927 2903 2879 2834 45 2807 2776 56 2720 70 2650 2623 42 2603 124 64 2479 60 2458 2112 2092 2072
is_linear=0
shrinkage=0.1


Tree=3971
num_leaves=31
num_cat=0
split_feature=130 12 33 0 1186 1186 2 12 129 394 9 9 1429 156 11 12 3 3 1204 1211 1212 15 52 12 1186 393 130 4 3 399
split_gain=2.66165e-06 6.41042e-06 2.62815e-06 2.56357e-06 2.6629e-06 1.75563e-05 1.39612e-05 4.41777e-06 4.26308e-06 4.71918e-06 3.16592e-06 5.58157e-06 2.9521e-06 1.0031e-05 6.26749e-06 1.27348e-05 1.26017e-05 1.80489e-05 8.48428e-06 3.19073e-06 7.98727e-06 1.41687e-05 2.36679e-05 8.57026e-06 4.19879e-06 5.07967e-06 5.15229e-06 6.08727e-06 5.94599e-06 4.65241e-06
threshold=-0.23647499999999996 0.23631000000000002 -0.009184999999999997 0.22582000000000002 0.062435000000000011 1.0000000180025095e-35 0.084055000000000005 0.087625000000000022 -0.077709999999999987 -0.10421499999999999 0.09055500000000001 0.10750500000000002 -0.23752499999999996 0.32523500000000005 0.092630000000000018 0.10227500000000002 -0.16726499999999997 -0.24190499999999995 -0.13353999999999996 0.087635000000000005 0.11796000000000001 0.084050000000000014 0.08734500000000002 0.096395000000000022 -0.10142499999999997 0.092975000000000016 -0.0062849999999999989 -0.086849999999999997 -0.087429999999999994 -0.065739999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 -6 -8 -4 -10 12 -12 -11 14 16 -16 17 -14 -18 24 21 -21 -23 -22 -20 26 27 -26 -29 -28
right_child=1 -3 3 -5 6 -7 7 -9 9 10 11 -13 13 -15 15 -17 18 -19 19 20 23 22 -24 -25 25 -27 29 28 -30 -31
leaf_value=-3.636339610238792e-05 -2.9119700094827661e-05 5.4022601117057178e-05 -4.3591369401176718e-05 -3.5539509117370474e-05 -9.0266460902057601e-05 9.4274765870068223e-05 2.9620067998621383e-05 -2.0273573527952574e-05 4.0051413537488168e-05 -3.7609473829867234e-05 5.5848362557366343e-05 -1.2006814685347226e-05 -7.9463169375533958e-06 7.0591082621831457e-05 -9.2838163585507913e-05 5.3839433097423224e-06 -6.5807901773951019e-05 9.2902058490186137e-05 -4.4733169505145109e-05 -3.5448231408901681e-05 2.1976947755319999e-05 0.00011403170967027751 -1.0121337384459497e-05 -6.0151693651278039e-05 1.027723041121275e-05 4.0753670594603103e-05 3.2036209915193385e-05 -9.1022801207145683e-05 -1.7195378404721851e-05 -1.1590177562015827e-06
leaf_weight=20 31 22 22 20 20 20 35 36 30 21 27 22 36 20 22 33 20 35 22 22 27 34 28 24 26 29 43 20 24 2330
leaf_count=20 31 22 22 20 20 20 35 36 30 21 27 22 36 20 22 33 20 35 22 22 27 34 28 24 26 29 43 20 24 2330
internal_value=0 2.34536e-07 -1.49789e-07 1.44852e-07 3.80548e-07 9.02545e-07 -1.64668e-05 4.32188e-06 2.62352e-07 5.9561e-07 1.8246e-07 2.53828e-05 -2.5604e-07 2.4612e-08 -4.83975e-07 -3.39049e-05 1.91816e-07 4.17677e-05 -9.22524e-07 -4.28911e-07 1.45449e-05 3.34979e-05 5.79626e-05 -1.66718e-05 -1.23944e-06 -8.5236e-07 -1.34625e-06 -2.80848e-05 -5.07533e-05 -5.57503e-07
internal_weight=0 3101 3079 3048 3028 2937 91 71 2917 2895 2865 49 2816 2795 2775 55 2720 71 2649 2629 135 84 62 51 2494 2472 2443 70 44 2373
internal_count=3121 3101 3079 3048 3028 2937 91 71 2917 2895 2865 49 2816 2795 2775 55 2720 71 2649 2629 135 84 62 51 2494 2472 2443 70 44 2373
is_linear=0
shrinkage=0.1


Tree=3972
num_leaves=31
num_cat=0
split_feature=12 130 472 1429 1429 160 160 1 2 2 52 42 52 43 42 159 160 151 4 3 49 376 484 133 1456 483 1429 51 13 475
split_gain=2.87305e-06 4.41548e-06 2.57025e-06 8.56537e-06 4.56518e-06 2.80437e-06 1.28299e-05 1.09536e-05 1.94683e-05 1.55964e-05 1.78153e-05 2.91177e-05 1.51527e-05 1.50869e-05 6.36078e-06 9.32003e-06 1.06516e-05 1.83093e-05 1.21373e-05 1.18007e-05 1.06003e-05 9.06325e-06 5.8881e-06 8.83201e-06 1.35417e-05 7.77029e-06 5.75856e-06 2.12971e-05 3.77502e-05 2.46111e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 0.081905000000000019 0.062030000000000009 0.11061500000000002 0.10981000000000002 0.10672500000000001 0.008405000000000001 0.087745000000000004 -0.037344999999999996 -0.064334999999999989 -0.090989999999999988 0.11389500000000001 0.098320000000000005 -0.084764999999999993 1.0000000180025095e-35 -0.081644999999999981 -0.047584999999999995 0.083705000000000016 -0.093244999999999981 0.086910000000000015 0.085275000000000004 -0.088849999999999985 0.083725000000000008 -0.085604999999999987 -0.023499999999999997 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 22 8 9 10 12 -12 14 -9 -7 16 17 21 19 -18 -19 -16 23 24 -6 -24 -27 28 -28 -29
right_child=-2 2 3 4 5 7 -8 13 -10 -11 11 -13 -14 -15 15 -17 18 20 -20 -21 -22 -23 25 -25 -26 26 27 29 -30 -31
leaf_value=4.0524448889266721e-05 -3.5212856219795471e-05 -3.2689609724911861e-05 6.0958631966850197e-05 -4.2853740174905401e-05 -3.7679128024225772e-05 3.5551525506889447e-05 7.2554798854980617e-05 -8.0800436316402971e-07 6.5142546316984904e-05 -9.3013814572865769e-05 -9.020971166054634e-06 0.00014389199155630193 -9.2550963444923775e-05 -0.0001110226904806357 -2.9032967577222733e-05 -6.9610413748495581e-05 3.0271575343323167e-05 -0.00012867298857599963 8.4262036133705729e-05 -6.5068293461081344e-05 -2.9129233355532683e-05 6.616814825974871e-05 -6.0843633088682376e-05 7.6649753376841547e-05 6.6324283122975474e-05 1.728825647885573e-06 -0.00017649393092142418 0.00010985059299855494 -1.4831518676426361e-05 -9.8276146820249106e-06
leaf_weight=27 23 24 23 25 31 30 25 27 39 21 33 20 23 23 20 26 37 20 22 20 23 20 21 25 21 2258 20 20 52 122
leaf_count=27 23 24 23 25 31 30 25 27 39 21 33 20 23 23 20 26 37 20 22 20 23 20 21 25 21 2258 20 20 52 122
internal_value=0 2.61421e-07 -9.25682e-08 1.64186e-07 -2.98206e-07 5.65417e-08 1.26311e-06 -7.69356e-06 -1.50526e-06 -9.75689e-06 -3.80997e-06 4.8682e-05 -1.53539e-05 -5.15068e-05 -7.2092e-06 -1.40327e-05 -5.11285e-06 -3.01293e-05 2.11702e-05 -3.18101e-06 -7.54287e-05 1.85676e-05 5.6961e-07 2.78052e-05 4.32225e-06 -2.71602e-07 2.42967e-07 -1.54349e-05 -5.97377e-05 7.02847e-06
internal_weight=0 3098 3071 3047 3024 2999 2595 404 354 315 294 53 241 50 218 188 162 83 79 57 43 40 2570 77 52 2493 2472 214 72 142
internal_count=3121 3098 3071 3047 3024 2999 2595 404 354 315 294 53 241 50 218 188 162 83 79 57 43 40 2570 77 52 2493 2472 214 72 142
is_linear=0
shrinkage=0.1


Tree=3973
num_leaves=31
num_cat=0
split_feature=130 12 132 50 393 1203 12 48 132 15 2 13 1429 156 11 52 474 42 133 42 2 0 394 390 123 123 1 9 9 15
split_gain=2.66713e-06 5.96986e-06 2.59455e-06 7.45182e-05 4.13488e-05 1.58938e-05 2.43299e-06 3.52851e-06 3.4345e-06 2.84561e-06 3.39653e-06 2.98306e-06 2.37009e-06 8.77949e-06 3.71559e-06 1.10009e-05 4.09943e-06 2.86212e-06 1.10925e-05 7.51465e-06 1.54274e-05 3.875e-06 3.83027e-06 9.71148e-06 2.65427e-06 3.14738e-06 4.01687e-06 1.63761e-05 1.05356e-05 1.00608e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.10450500000000001 0.12679500000000002 0.089480000000000018 0.11527000000000001 0.086035000000000014 -0.41127499999999995 -0.093959999999999988 0.085235000000000019 -0.0093149999999999986 -0.23752499999999996 0.32523500000000005 0.097680000000000017 -0.078224999999999975 0.11787500000000002 -0.16797499999999996 0.089595000000000022 -0.14609499999999997 0.083995000000000014 -0.082184999999999994 -0.11103499999999998 0.090205000000000007 0.12630500000000003 0.11021500000000002 0.13686500000000004 0.092890000000000014 0.088235000000000022 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 12 6 7 8 -2 -10 11 -11 -4 14 16 -16 17 18 21 20 -19 -14 -21 24 25 26 27 28 -24 -28
right_child=1 -3 4 -5 -6 -7 -8 -9 9 10 -12 -13 13 -15 15 -17 -18 19 -20 22 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-3.6400815934030109e-05 4.1204298440788989e-05 5.2141626160433089e-05 -3.4233390761073681e-05 0.00019435533646174009 -0.00014422162712435238 -9.2685444760718392e-05 3.3287042814273653e-05 -4.1111793412017597e-05 -3.7982803544309721e-05 5.2448661153903233e-06 2.2744359600263589e-05 -4.4613753234443718e-05 -2.2382922907127067e-05 6.633269877056592e-05 -8.3354694143054073e-05 1.9118968206881123e-05 4.5400199669529682e-05 0.00010560969754806137 -7.3470324627123779e-05 3.8025516243158989e-05 -1.859732761658961e-05 3.5885743884136906e-05 6.8383668305818396e-07 -6.996257197897649e-05 -3.6298383929533887e-05 3.4235256639981856e-05 -5.4450717779337027e-05 8.8683556411221315e-05 -6.3320025115514849e-05 6.8609214508796873e-06
leaf_weight=20 20 22 20 20 20 20 21 21 20 30 47 20 21 20 20 22 20 20 25 26 20 25 2377 20 20 27 46 21 26 64
leaf_count=20 20 22 20 20 20 20 21 21 20 30 47 20 21 20 20 22 20 20 25 26 20 25 2377 20 20 27 46 21 26 64
internal_value=0 2.34772e-07 -1.36112e-07 1.03542e-05 -9.39389e-07 -8.13841e-06 1.30819e-06 -2.94216e-06 2.90865e-06 -3.63761e-06 3.44387e-06 -1.46986e-05 6.96412e-08 3.12925e-07 -1.58645e-07 -2.9678e-05 2.90889e-07 -3.86167e-08 -1.98543e-05 4.8891e-07 4.35062e-05 9.28483e-06 -1.66092e-07 -5.47861e-07 -9.97132e-09 2.73421e-07 -8.84452e-08 7.597e-07 -8.67285e-09 -1.87785e-05
internal_weight=0 3101 3079 219 2860 199 179 158 137 117 97 50 2840 2820 2800 42 2758 2738 71 2667 40 46 2627 2601 2581 2561 2534 2424 2403 110
internal_count=3121 3101 3079 219 2860 199 179 158 137 117 97 50 2840 2820 2800 42 2758 2738 71 2667 40 46 2627 2601 2581 2561 2534 2424 2403 110
is_linear=0
shrinkage=0.1


Tree=3974
num_leaves=31
num_cat=0
split_feature=12 4 10 16 15 11 2 4 2 44 158 160 3 52 3 3 43 4 3 4 13 4 4 403 133 15 2 0 3 0
split_gain=3.09044e-06 4.66024e-06 3.03922e-06 1.64915e-05 2.59089e-05 4.0825e-06 3.19228e-06 6.71449e-06 3.04521e-06 5.02384e-06 1.27873e-05 4.66453e-06 6.74656e-06 4.02303e-06 9.57292e-06 1.8935e-05 8.40236e-06 1.19552e-05 2.95489e-05 2.05135e-05 1.67516e-05 1.2066e-05 3.62395e-05 3.21531e-05 9.47232e-06 8.40267e-06 1.14927e-05 1.31911e-05 1.82862e-05 1.22219e-05
threshold=0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 -0.10324499999999999 -1.0000000180025095e-35 0.15361500000000003 0.10528000000000001 0.14122000000000004 0.099360000000000018 -0.47356499999999996 -0.037174999999999993 -0.013929999999999998 0.091275000000000009 -0.045649999999999989 1.0000000180025095e-35 -0.43469499999999994 -0.081114999999999979 -0.085384999999999975 -0.079329999999999984 -0.017449999999999997 -0.069999999999999993 -0.072334999999999997 -0.081499999999999989 -0.0089749999999999986 0.11728000000000001 0.11293500000000002 -0.074824999999999989 -0.071329999999999991 -0.08095999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 8 -8 9 10 -7 -10 -13 -12 16 -16 -15 18 20 -19 24 22 23 -21 -18 26 27 28 29 -23
right_child=-2 -3 5 -5 -6 6 7 -9 11 -11 13 12 -14 14 15 -17 17 19 -20 21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011902955375262537 -3.6520761324501782e-05 4.0883075147186381e-05 4.4419128545043699e-05 4.1071315281166761e-05 5.7600382827264939e-06 6.8958170326098941e-05 1.6927825126913375e-05 -6.0809186035839965e-05 -1.7571753190850358e-05 -4.7502907554272416e-05 1.8032226947158423e-06 3.413983428063581e-07 7.9583194370901441e-05 5.3809641351108438e-05 -0.00012155531616632029 -8.7307456459372991e-06 -1.4678517472930253e-05 8.9217083092080427e-05 -0.0001311137938173488 0.00010532621650781947 -7.705692743911642e-05 1.8011638093094731e-05 -0.0001481424830589359 -5.0625376521705989e-05 8.1481721385249077e-05 3.6700269231984686e-05 -6.5277051039124172e-05 5.2173893588284649e-05 -7.9617227844816331e-05 -6.2768223911420634e-05
leaf_weight=28 23 28 21 33 41 27 20 25 20 22 2186 21 22 25 21 51 20 25 25 20 20 126 22 39 21 65 27 45 30 22
leaf_count=28 23 28 21 33 41 27 20 25 20 22 2186 21 22 25 21 51 20 25 25 20 20 126 22 39 21 65 27 45 30 22
internal_value=0 2.71133e-07 -9.92691e-08 -1.70717e-05 -4.48792e-05 4.84015e-07 1.70938e-07 -2.62594e-05 5.80781e-07 9.82259e-08 4.69978e-07 2.23264e-05 4.08837e-05 -1.92811e-07 -7.41687e-06 -4.16379e-05 -2.78545e-06 -5.57613e-06 -3.95516e-05 1.36422e-06 -2.02611e-06 -4.18204e-06 -3.86049e-05 2.23957e-06 3.45743e-05 4.66956e-06 -3.65843e-06 3.80212e-06 -8.42669e-06 6.00382e-06
internal_weight=0 3098 3070 102 69 2968 2947 45 2902 2839 2817 63 43 2790 604 72 532 507 86 421 61 396 81 59 41 315 250 223 178 148
internal_count=3121 3098 3070 102 69 2968 2947 45 2902 2839 2817 63 43 2790 604 72 532 507 86 421 61 396 81 59 41 315 250 223 178 148
is_linear=0
shrinkage=0.1


Tree=3975
num_leaves=31
num_cat=0
split_feature=472 1429 1425 1426 12 15 13 33 2 2 399 2 1203 402 160 481 402 402 0 16 2 15 402 1210 16 1213 15 4 0 160
split_gain=2.94712e-06 7.41052e-06 3.811e-06 4.11673e-06 2.48172e-06 4.3749e-06 7.10638e-06 3.50636e-06 3.09203e-06 3.25515e-05 1.92437e-05 1.61539e-05 1.25342e-05 1.1139e-05 1.10214e-05 2.09549e-05 2.06868e-05 4.07784e-05 1.2976e-05 3.84961e-05 4.34713e-05 2.85278e-05 1.80108e-05 1.07726e-05 1.04328e-05 1.22698e-05 1.12276e-05 1.12002e-05 1.01601e-05 9.98156e-06
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 1.0000000180025095e-35 0.23631000000000002 -0.5556049999999999 -0.076599999999999988 -0.009184999999999997 0.084415000000000004 0.084550000000000014 0.091580000000000009 0.084755000000000011 0.088155000000000011 0.13628000000000004 -0.54784999999999984 -0.087424999999999989 0.11174500000000002 0.10668000000000001 -0.094654999999999975 -0.056919999999999991 -0.0091949999999999983 -0.092489999999999989 0.094195000000000015 -0.14175499999999996 -0.085589999999999986 -0.020279999999999996 0.083840000000000012 -0.0039549999999999993 -0.090644999999999989 -0.55248999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -7 10 -10 12 -11 13 14 -9 -16 17 18 19 20 -17 -22 24 -13 25 -20 27 -27 -26 -25
right_child=1 2 -4 -5 -6 7 -8 8 9 11 -12 23 -14 -15 15 16 -18 -19 22 -21 21 -23 -24 29 28 26 -28 -29 -30 -31
leaf_value=-3.4907387877562239e-05 5.6821685891760438e-05 -6.995195931465233e-06 -4.0705759424188571e-05 4.5373373172878931e-05 -3.2868689832748315e-05 -3.6232019327279111e-05 7.3464238916390713e-05 6.0108219167887006e-05 -0.00012316742557397283 6.852412581352065e-05 9.7227308552564042e-05 -5.5473558392337952e-05 -7.3790830096446126e-05 7.4643838987950331e-05 -8.3192793518437305e-05 -0.00011651509598975638 -8.2601373907420099e-05 0.00014736438881300274 7.8521507889344055e-05 0.00014290072807489197 0.000103587740188625 -1.7524752577561986e-05 -9.6798809004212678e-05 -6.3784125155507361e-05 -7.4356748154968957e-05 8.5453292066025224e-05 -3.9675281794708494e-05 4.4279531089236796e-06 -4.5998254400484905e-06 -1.8686033721534066e-07
leaf_weight=24 23 23 23 20 23 27 21 32 22 33 22 37 21 22 29 23 27 20 31 25 37 41 20 25 22 24 35 59 410 1920
leaf_count=24 23 23 23 20 23 27 21 32 22 33 22 37 21 22 29 23 27 20 31 25 37 41 20 25 22 24 35 59 410 1920
internal_value=0 2.70505e-07 -1.52617e-07 1.53094e-07 -1.45292e-07 1.04921e-07 3.14059e-05 -3.59736e-07 -2.99604e-08 -2.18669e-06 4.85143e-06 -8.65807e-07 2.53678e-06 4.40711e-06 2.55657e-06 2.631e-07 3.39e-06 6.49812e-06 2.62285e-06 3.18008e-05 4.30083e-06 3.9926e-05 -3.49433e-06 -2.02114e-06 -2.82473e-07 2.25346e-05 7.82622e-06 2.7857e-05 -8.15226e-06 -1.00431e-06
internal_weight=0 3097 3074 3051 3031 3008 44 2964 2937 2037 900 2015 878 857 835 803 774 747 727 126 101 78 601 1982 581 149 118 83 432 1945
internal_count=3121 3097 3074 3051 3031 3008 44 2964 2937 2037 900 2015 878 857 835 803 774 747 727 126 101 78 601 1982 581 149 118 83 432 1945
is_linear=0
shrinkage=0.1


Tree=3976
num_leaves=31
num_cat=0
split_feature=1429 156 472 484 1455 159 1455 158 4 482 1 12 482 483 482 9 97 9 34 9 16 2 0 0 3 129 1184 3 3 484
split_gain=2.56705e-06 7.8154e-06 3.43928e-06 1.0692e-05 4.4081e-06 9.55335e-06 3.55845e-06 4.67117e-06 1.7212e-05 4.12942e-06 1.96296e-05 1.95366e-05 1.49931e-05 2.53218e-05 1.53035e-05 3.90719e-06 5.69248e-06 5.21612e-06 4.4557e-06 8.81558e-06 1.62815e-05 9.53494e-06 4.47959e-06 1.27998e-05 2.78956e-05 1.04275e-05 1.79481e-05 9.10814e-06 1.74285e-05 1.13031e-05
threshold=-0.23752499999999996 0.32523500000000005 -0.082054999999999975 -0.081614999999999979 -0.092919999999999989 -0.017094999999999996 -0.088559999999999986 -0.4686749999999999 -0.023539999999999995 0.098465000000000011 0.16540500000000002 0.094225000000000017 0.089605000000000018 0.088610000000000008 0.087425000000000017 -0.08619499999999998 -0.084639999999999979 -0.036024999999999995 -0.057544999999999992 0.091905000000000014 -0.40995499999999996 -1.0000000180025095e-35 -0.087319999999999995 -0.087974999999999984 -0.085709999999999995 -0.077709999999999987 0.084515000000000021 -0.082234999999999989 -0.082794999999999994 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -6 8 -8 10 12 -11 14 -14 15 16 -9 -17 -19 21 -21 -20 23 27 -25 -24 -27 28 -23 -29
right_child=1 -3 4 -5 6 -7 7 9 -10 11 -12 -13 13 -15 -16 17 -18 18 19 20 -22 22 25 24 -26 26 -28 29 -30 -31
leaf_value=-3.4038429492449562e-05 3.5371048652450555e-05 6.2551199225708838e-05 -1.4363227140468856e-05 -5.455949401435553e-05 -4.1271458559051447e-05 6.3607325037909581e-05 9.4569920541041284e-05 -8.6606614422635166e-06 -3.1999616181738456e-05 1.4576929257040879e-05 8.8317433226620785e-05 -0.00010698648937250255 2.1797605500871535e-06 -0.00013550645463427909 8.3424887386420536e-05 -3.9706285786130196e-05 6.5053213025252767e-05 3.680135683623576e-05 4.9720769388721622e-05 1.3177967676628297e-05 -0.00011148746412800392 4.7248798248205572e-06 -6.5801673603842073e-05 -0.0001472055572230602 -6.2059561969363139e-07 2.2387892437656984e-06 9.3210534230985849e-05 -6.1609508941372675e-06 0.00010143410010641675 -5.6672291179893364e-05
leaf_weight=22 20 20 30 39 21 33 22 20 21 39 25 20 34 22 22 34 22 32 38 22 20 273 22 20 37 1526 22 575 20 48
leaf_count=22 20 20 30 39 21 33 22 20 21 39 25 20 34 22 22 34 22 32 38 22 20 273 22 20 37 1526 22 575 20 48
internal_value=0 2.41643e-07 -1.63095e-07 -2.40746e-05 3.04049e-07 2.64785e-05 -2.53607e-07 3.97766e-08 3.27569e-05 -4.46513e-07 9.86123e-08 -2.6631e-05 -6.86532e-07 -5.19113e-05 3.55453e-07 -3.13726e-07 2.99514e-05 -7.86442e-07 -2.88034e-07 -7.40516e-07 -4.61865e-05 -9.83794e-10 -7.43975e-07 -6.07535e-06 -5.20539e-05 2.56012e-06 3.53167e-06 -3.21424e-06 1.13262e-05 -1.00527e-05
internal_weight=0 3099 3079 59 3020 63 2957 2936 43 2893 2834 59 2809 56 2753 2731 42 2689 2655 2623 42 2581 2543 973 57 1570 1548 916 293 623
internal_count=3121 3099 3079 59 3020 63 2957 2936 43 2893 2834 59 2809 56 2753 2731 42 2689 2655 2623 42 2581 2543 973 57 1570 1548 916 293 623
is_linear=0
shrinkage=0.1


Tree=3977
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 475 1429 42 52 52 155 475 475 484 1372 157 1 160 4 52 4 16 15 0 483 484 484 0 2 52 403
split_gain=3.01677e-06 6.68012e-06 3.53827e-06 2.6107e-06 7.76976e-06 1.53824e-05 4.55591e-06 2.91835e-06 4.42763e-06 2.89234e-06 2.75573e-06 2.24502e-05 1.80024e-05 8.63299e-06 4.89278e-06 3.9358e-06 3.46157e-06 1.41615e-05 1.68225e-05 1.17031e-05 1.93155e-05 1.41167e-05 8.71655e-06 5.07419e-06 5.06725e-06 1.06177e-05 3.575e-05 5.37593e-05 3.02714e-05 2.80702e-05
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -1.0000000180025095e-35 0.05680000000000001 -0.07700499999999999 0.084435000000000024 -0.56368999999999991 -0.55252499999999982 0.11245500000000001 -0.086279999999999982 -0.085684999999999997 0.085790000000000019 -0.065504999999999994 -0.081329999999999986 0.087325000000000014 0.10455000000000002 0.071150000000000005 0.008405000000000001 1.0000000180025095e-35 -0.016164999999999995 -0.074054999999999996 -0.078244999999999995 -0.095689999999999983 -0.10156 -0.081614999999999979 -0.087414999999999979 0.084145000000000011 -0.0092699999999999987 -0.55327499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -5 -9 10 12 -12 14 -13 -10 -16 23 18 19 20 -18 -21 -22 -15 -25 26 28 -28 -26 -27
right_child=1 2 3 7 -6 -7 -8 8 9 -11 11 13 -14 16 15 -17 17 -19 -20 21 22 -23 -24 24 25 29 27 -29 -30 -31
leaf_value=-3.531746660883073e-05 5.3965681708296362e-05 -3.7595321948174387e-05 -3.8180660953912597e-05 2.7958196316528001e-05 -3.6843956747491453e-05 8.6976707340606174e-05 2.7764965816459158e-05 -4.1771227552089846e-05 4.8258377856178588e-05 3.3546863498713722e-05 0.00010294980108613214 -5.0916362969848498e-05 -9.4216215407156949e-05 4.2323204358800811e-05 -3.6947362881619485e-05 2.1046793931005101e-05 -0.00011597818115858348 -8.0391700127317256e-05 7.5028644126480995e-05 7.9737407846234581e-05 2.4255061247718652e-05 -3.5136769802193158e-05 -5.1367661985245325e-05 3.8596505242714881e-05 -5.1033147537964401e-05 0.00011609551698451729 -0.00021239809898577819 -7.3930605140049019e-07 0.00012295352982619079 -3.0014505835394727e-08
leaf_weight=24 23 25 22 36 21 30 20 26 21 25 21 34 23 29 25 22 23 27 24 23 35 20 27 34 20 21 21 28 20 2371
leaf_count=24 23 25 22 36 21 30 20 26 21 25 21 34 23 29 25 22 23 27 24 23 35 20 27 34 20 21 21 28 20 2371
internal_value=0 2.73689e-07 -1.2804e-07 1.79169e-07 1.66764e-05 3.22865e-05 -6.77798e-06 -3.39857e-07 -6.88737e-07 -3.19647e-07 -6.14755e-07 -5.38262e-08 -1.77385e-05 -8.38402e-07 8.12899e-06 -9.80116e-06 -2.13117e-07 -1.36545e-05 -1.7999e-06 -1.62053e-05 -3.77117e-05 2.63076e-05 -8.67741e-06 7.32643e-07 2.53069e-07 -2.72395e-07 -3.41871e-05 -9.14502e-05 3.59602e-05 9.89482e-07
internal_weight=0 3097 3074 3049 93 72 42 2956 2920 2894 2869 2778 91 2757 68 47 2723 179 152 128 85 43 62 2544 2515 2481 89 49 40 2392
internal_count=3121 3097 3074 3049 93 72 42 2956 2920 2894 2869 2778 91 2757 68 47 2723 179 152 128 85 43 62 2544 2515 2481 89 49 40 2392
is_linear=0
shrinkage=0.1


Tree=3978
num_leaves=31
num_cat=0
split_feature=1429 156 156 51 1425 2 2 399 0 2 2 133 1213 403 0 1186 15 160 1 160 47 0 1 47 1 160 1 1 13 9
split_gain=2.81198e-06 7.03778e-06 3.05799e-06 1.10713e-05 2.95951e-06 2.58023e-06 2.68768e-05 1.35813e-05 1.38406e-05 1.30959e-05 1.2748e-05 3.50838e-05 1.73253e-05 6.00502e-05 5.09396e-05 1.47023e-05 1.20411e-05 1.03938e-05 1.88405e-05 9.87552e-06 1.01906e-05 6.70501e-05 3.77989e-05 2.5463e-05 1.65539e-05 1.28082e-05 1.03422e-05 6.50773e-05 1.7191e-05 1.7637e-05
threshold=-0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.08789000000000001 0.084415000000000004 0.084550000000000014 0.091580000000000009 -0.15350499999999997 0.084755000000000011 0.083935000000000023 -0.0077049999999999992 0.04198000000000001 -0.54448499999999989 -0.086554999999999979 0.060550000000000007 0.084370000000000014 0.043720000000000009 0.091615000000000016 -0.53908999999999996 0.092165000000000011 -0.10224499999999999 0.092945000000000014 0.085025000000000017 0.10708500000000001 -0.43215499999999996 0.091345000000000023 0.090275000000000008 -0.077799999999999994 0.092890000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 8 -2 -8 12 16 13 -10 -14 17 -12 19 -19 -15 23 -22 -23 25 -24 -21 27 -27 -28 -30
right_child=1 -3 3 -5 -6 6 9 -9 10 -11 11 -13 14 15 -16 -17 -18 18 -20 20 21 22 24 -25 -26 26 28 -29 29 -31
leaf_value=-3.5625319353791633e-05 8.2674307183575968e-05 5.9381405590102085e-05 2.7806873047319684e-05 -7.0684788592870979e-05 3.5991898565281069e-05 -0.00011192568979988043 6.0740607081885072e-05 8.0233141678668881e-05 -0.0001735118706987816 -1.8427112950353449e-06 3.777778386037149e-05 0.00013935345932623023 0.00016923054233137176 -5.0979614625248362e-05 -2.72144434954195e-05 -8.6647024581907323e-05 -6.8315741036713003e-05 -0.00010487247847049729 -4.6315007796996128e-06 8.7424674420617519e-05 -0.0001541240174317084 0.00011274741193647648 -8.7012766534636898e-05 0.00011297765172639629 1.3701209001523882e-05 2.1439550158491684e-06 2.8174671570013743e-05 0.00018402127997515811 -4.7663360424221299e-05 4.6726909802904021e-05
leaf_weight=22 21 20 21 25 23 22 34 23 21 2017 23 24 22 30 33 20 20 25 75 20 28 31 24 25 51 186 76 22 113 24
leaf_count=22 21 20 21 25 23 22 34 23 21 2017 23 24 22 30 33 20 20 25 75 20 28 31 24 25 51 186 76 22 113 24
internal_value=0 2.52904e-07 -1.31173e-07 -2.57212e-05 2.56939e-07 -1.61191e-08 -1.98453e-06 4.33876e-06 2.42894e-06 -8.0525e-07 5.41872e-07 4.24934e-05 -2.86097e-06 -6.72913e-06 5.13636e-05 -2.05921e-06 -1.1568e-05 2.58259e-07 -2.96917e-05 5.01223e-06 7.81182e-06 -1.64914e-05 1.98644e-05 1.48003e-05 -1.85273e-05 9.23469e-06 5.5202e-06 2.1381e-05 -9.96826e-06 -3.11278e-05
internal_weight=0 3099 3079 46 3033 3010 2073 937 914 2051 893 67 826 771 55 750 43 730 100 630 600 134 106 466 75 441 421 208 213 137
internal_count=3121 3099 3079 46 3033 3010 2073 937 914 2051 893 67 826 771 55 750 43 730 100 630 600 134 106 466 75 441 421 208 213 137
is_linear=0
shrinkage=0.1


Tree=3979
num_leaves=31
num_cat=0
split_feature=156 475 390 133 1186 13 394 16 120 130 0 394 394 0 3 16 129 129 401 0 0 13 0 15 9 10 2 403 42 15
split_gain=3.18169e-06 4.96905e-06 2.70668e-06 8.19075e-06 3.39122e-06 1.97456e-05 7.90532e-06 7.2855e-06 3.01731e-06 7.73706e-06 4.86981e-06 3.02378e-06 6.81903e-06 2.92982e-06 2.78698e-06 9.34426e-06 8.93666e-06 1.9195e-05 1.13444e-05 7.50115e-06 5.70588e-06 1.70454e-05 6.76273e-06 5.50972e-06 5.70762e-06 1.40558e-05 1.32606e-05 5.7428e-06 1.80019e-05 5.30942e-06
threshold=0.3248100000000001 0.13528000000000004 0.087590000000000015 -0.093189999999999981 0.057025000000000006 -0.011289999999999998 0.12358500000000001 -0.080954999999999985 1.0000000180025095e-35 -0.16562999999999997 -0.073309999999999986 -0.15150999999999998 -0.087044999999999997 0.22582000000000002 -0.094874999999999987 0.64105000000000001 0.085790000000000019 0.092135000000000009 0.086810000000000012 0.13134000000000004 0.10455500000000001 -0.055129999999999992 0.051010000000000007 0.23208000000000004 0.092890000000000014 0.053330000000000009 -0.080614999999999978 -0.5492149999999999 0.091205000000000008 0.10347000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 8 -7 9 -1 -10 -11 -13 14 16 20 18 -18 19 29 22 -22 23 24 25 26 -16 28 -28 -14
right_child=-2 -3 3 -5 5 7 -8 -9 10 11 -12 12 13 -15 15 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=5.784618577150548e-05 -3.7056003423893587e-05 4.8753731590252197e-05 7.0583731247184222e-05 -1.14208506508068e-05 -9.8962122539255102e-05 -2.9641462347228753e-05 6.277101078012492e-05 4.2406564460861773e-05 7.8368994720568436e-06 -3.4333328235683999e-05 -5.9487026878328334e-05 4.9940518430149605e-05 6.3486608476351331e-06 -3.8693100723321553e-05 7.8091326854302597e-05 -6.8072752730499603e-05 0.00012193349271910847 -1.2018539912431785e-05 -6.1561710208479783e-05 6.4806587102967089e-05 -0.0001061193943678518 1.2291676196787928e-05 5.3627475893375481e-05 5.1377946033426272e-05 4.8212846140022921e-05 -7.4952600418607922e-05 -2.557472816988593e-05 -2.5136270932826742e-06 0.00010120494698639959 -4.5471970467284949e-05
leaf_weight=23 23 21 21 29 23 25 20 32 21 26 22 27 338 20 21 21 20 23 26 21 20 31 23 20 23 26 24 2109 21 21
leaf_count=23 23 21 21 29 23 25 20 32 21 26 22 27 338 20 21 21 20 23 26 21 20 31 23 20 23 26 24 2109 21 21
internal_value=0 2.75107e-07 -5.57512e-08 2.30211e-05 -4.36934e-07 -2.07519e-05 1.14542e-07 1.08066e-05 -3.13586e-07 7.84586e-08 -2.66079e-05 -3.85945e-07 -7.46106e-08 -5.55525e-07 -2.81942e-07 -1.66719e-06 6.93433e-06 5.02847e-05 2.34303e-06 6.71546e-06 -1.06559e-06 -3.4144e-05 -3.21435e-07 -8.74387e-07 -1.34428e-06 -1.86214e-06 -9.88419e-07 -1.75939e-06 3.35891e-05 3.31737e-06
internal_weight=0 3098 3077 50 3027 80 2947 57 2927 2884 43 2861 2835 2808 2788 2339 449 43 406 380 2318 51 2267 2244 2224 2201 2175 2154 45 359
internal_count=3121 3098 3077 50 3027 80 2947 57 2927 2884 43 2861 2835 2808 2788 2339 449 43 406 380 2318 51 2267 2244 2224 2201 2175 2154 45 359
is_linear=0
shrinkage=0.1


Tree=3980
num_leaves=31
num_cat=0
split_feature=49 49 15 3 52 4 0 3 160 49 13 16 16 49 457 447 34 30 9 0 16 43 43 457 159 15 151 13 4 52
split_gain=2.59394e-06 1.4513e-05 9.64308e-06 1.11145e-05 1.92041e-05 1.98915e-05 1.75719e-05 7.75083e-06 8.32153e-06 1.40568e-05 1.13356e-05 7.67738e-06 7.23369e-06 6.62824e-06 1.16465e-05 9.70029e-06 7.16477e-06 1.66548e-05 1.17325e-05 4.6202e-05 6.09208e-06 5.93703e-06 1.87632e-05 1.71025e-05 1.42436e-05 1.34522e-05 1.11392e-05 9.59145e-06 8.17873e-06 1.68176e-05
threshold=-0.050619999999999991 -0.054984999999999992 -0.09551999999999998 0.090900000000000009 -0.080979999999999983 0.0049200000000000008 -0.14794999999999997 -0.081459999999999991 -0.088079999999999978 -0.10774499999999999 -0.080344999999999986 -0.08231999999999999 -0.008904999999999998 -0.045154999999999994 0.10378500000000002 0.089635000000000006 -0.057544999999999992 0.085875000000000021 0.088235000000000022 -0.079829999999999998 0.042200000000000008 -0.082389999999999977 -0.083134999999999987 0.041220000000000007 0.11084000000000001 -0.40580499999999992 -0.46784999999999993 0.11217000000000001 -0.085719999999999977 0.11434500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -4 8 -8 10 -10 -9 -13 -2 15 16 17 -15 21 -20 -14 22 23 24 25 -18 -23 28 29 -28
right_child=13 -3 3 4 5 -7 7 11 9 -11 -12 12 20 14 -16 -17 18 -19 19 -21 -22 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.5240685613936041e-05 4.3116419558557667e-05 -9.0639400887084783e-05 -0.00010871625614527146 8.8852970531724142e-05 -9.0214759256923582e-05 4.1364141024705198e-05 1.641623564085291e-05 4.747632337966934e-05 3.0158057429448321e-05 -9.8263988536473345e-05 -6.7802535340888426e-05 -5.5913474716362545e-05 3.1750449151575862e-05 9.7528179190703662e-05 -5.4468054651423653e-05 7.0667747204424818e-05 8.4477343053939488e-05 -7.0299836818613148e-06 -0.00016575822340882953 3.04602153240315e-05 -3.1686472372408998e-05 -7.4278966383731348e-05 9.2591801932957643e-05 9.0299303290363321e-05 -6.5929800332704527e-05 2.8194033382100647e-06 -2.4142236044885437e-05 6.0484973902930509e-05 1.2088496274342428e-06 4.6538557772261193e-05
leaf_weight=37 37 20 20 29 20 27 28 33 27 32 21 24 41 25 38 20 21 39 20 30 24 21 26 23 29 513 295 25 1538 38
leaf_count=37 37 20 20 29 20 27 28 33 27 32 21 24 41 25 38 20 21 39 20 30 24 21 26 23 29 513 295 25 1538 38
internal_value=0 -7.70816e-06 -3.13895e-06 -8.62989e-06 2.48589e-05 -1.46269e-05 -1.88105e-05 -1.09926e-05 -3.05035e-05 -4.69254e-05 -1.26997e-05 6.27941e-06 -8.99585e-06 1.07824e-06 5.02374e-07 1.28678e-06 7.61765e-07 3.3813e-05 -5.843e-08 -4.80272e-05 8.32759e-06 8.89943e-07 9.46517e-06 5.77696e-06 2.324e-06 6.03067e-06 -1.84769e-06 -1.04544e-06 -1.8676e-06 -1.60766e-05
internal_weight=0 383 363 326 76 47 250 230 108 80 48 122 89 2738 2701 2663 2643 64 2579 50 65 2529 612 586 563 534 1917 1896 1871 333
internal_count=3121 383 363 326 76 47 250 230 108 80 48 122 89 2738 2701 2663 2643 64 2579 50 65 2529 612 586 563 534 1917 1896 1871 333
is_linear=0
shrinkage=0.1


Tree=3981
num_leaves=31
num_cat=0
split_feature=1211 13 1211 0 1211 1212 399 15 2 399 394 390 401 2 133 1210 403 2 133 403 130 42 1200 128 50 12 0 3 3 12
split_gain=2.46498e-06 6.47916e-06 3.6633e-06 1.2698e-05 5.62424e-06 5.30623e-06 4.28356e-06 1.01219e-05 7.10902e-06 3.37275e-06 3.99038e-06 4.16383e-06 2.92045e-06 9.65347e-06 5.82595e-06 7.36936e-06 3.58445e-06 2.95396e-05 2.10363e-05 9.796e-06 3.02152e-06 8.40761e-06 3.69562e-06 3.39907e-06 2.90476e-06 3.17047e-06 6.79533e-06 1.18709e-05 2.00316e-05 5.82384e-06
threshold=0.11716500000000001 -0.068269999999999983 0.10406000000000001 -0.082284999999999983 0.087635000000000005 0.092360000000000012 0.091895000000000018 0.090615000000000015 0.089005000000000015 0.088190000000000018 -0.14580499999999996 0.087590000000000015 -0.06959499999999999 0.091895000000000018 0.51114000000000004 0.24726500000000004 -0.53960999999999981 0.083715000000000026 0.40304500000000004 -0.52800499999999995 -0.22562499999999999 0.15021500000000002 0.086110000000000006 0.11738000000000001 0.14794500000000002 0.10866500000000003 -0.072894999999999988 -0.065229999999999996 -0.10831999999999999 0.11527000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 6 -6 9 8 -8 10 -1 12 13 -12 15 16 17 -14 -19 -18 -21 22 23 24 25 -22 29 28 -28 -27
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 11 -13 14 -15 -16 -17 19 18 -20 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-3.4326208986064609e-05 6.2886153550194146e-05 -8.0724714573607932e-06 -8.3253170884166718e-05 2.1926077079115205e-05 5.8952012782796259e-05 -6.1514634602471713e-06 -3.9581601379268255e-05 -8.113282171755352e-05 3.5218546286665115e-05 3.237428677493881e-05 -2.6067095459438863e-05 3.2586386301912939e-05 0.00011063575414785494 6.8002114388339882e-05 -3.9608896392900009e-05 5.4986846438017291e-05 -5.6237912622236764e-05 -9.8956471248086376e-05 4.4345462229102856e-05 -3.5165234285159388e-05 -1.3509575738472494e-06 5.7477205598843288e-05 3.4694265641205833e-05 -3.4668064278472838e-05 -3.8760825500503418e-05 -4.3301207045130597e-05 8.3049265413137625e-07 -1.1617572211738056e-05 0.00014236360670111028 1.8284799371566109e-05
leaf_weight=34 22 31 22 24 31 21 24 22 27 32 20 39 24 24 38 24 32 21 20 25 2328 25 29 30 20 28 20 30 20 34
leaf_count=34 22 31 22 24 31 21 24 22 27 32 20 39 24 24 38 24 32 21 20 25 2328 25 29 30 20 28 20 30 20 34
internal_value=0 2.13821e-05 -3.69382e-07 -2.8377e-05 5.69424e-08 3.26602e-05 -5.13889e-07 -2.44381e-05 1.84768e-08 8.89638e-08 -2.7164e-07 1.37351e-07 -3.15912e-07 2.52434e-05 -7.25159e-07 -1.79925e-07 -6.72853e-07 2.25243e-05 -2.90531e-05 -1.24814e-06 -5.68463e-07 -2.31131e-07 -7.9935e-07 -1.20944e-06 -8.04694e-07 -4.96108e-07 1.45803e-05 3.59336e-05 7.1597e-05 -9.52824e-06
internal_weight=0 53 3068 46 3022 52 2970 73 51 2897 2865 2831 2792 44 2748 2710 2686 65 41 2621 2589 2564 2539 2510 2480 2460 132 70 40 62
internal_count=3121 53 3068 46 3022 52 2970 73 51 2897 2865 2831 2792 44 2748 2710 2686 65 41 2621 2589 2564 2539 2510 2480 2460 132 70 40 62
is_linear=0
shrinkage=0.1


Tree=3982
num_leaves=31
num_cat=0
split_feature=1213 132 1186 132 393 50 1429 156 13 13 0 130 130 12 0 0 16 1 2 49 43 12 12 43 403 2 12 42 3 13
split_gain=2.47059e-06 2.50197e-06 6.89202e-05 4.05908e-05 7.24301e-06 5.21765e-06 2.44219e-06 6.92649e-06 3.02224e-06 2.38398e-05 1.30119e-05 5.50665e-06 1.11425e-05 7.68624e-06 5.19943e-06 9.19477e-06 8.42824e-06 6.32876e-06 1.05607e-05 7.21804e-06 3.99542e-06 3.68744e-06 1.22686e-05 4.3313e-05 1.29765e-05 1.78484e-05 1.20336e-05 1.04668e-05 1.56423e-05 4.4174e-05
threshold=0.51370000000000016 -0.083284999999999984 0.0044650000000000011 -0.076764999999999986 0.10317000000000003 0.09227500000000001 -0.23752499999999996 0.32523500000000005 0.095710000000000017 0.084330000000000016 0.12411500000000002 0.10250500000000003 0.096625000000000003 0.094435000000000005 -0.094654999999999975 -0.083674999999999986 -0.11227499999999999 0.13707500000000003 0.084305000000000005 0.088340000000000016 0.31463000000000002 0.094580000000000011 0.095935000000000006 -0.041049999999999996 -0.34918499999999997 0.097385000000000013 0.094070000000000015 0.094365000000000018 -0.078244999999999995 -0.089109999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -5 8 9 11 14 12 20 -13 16 -16 -10 18 -17 -20 21 26 23 -23 25 -24 -8 28 -26 -30
right_child=-2 3 -4 6 -6 -7 7 -9 10 -11 -12 13 -14 -15 15 17 -18 -19 19 -21 -22 22 24 -25 27 -27 -28 -29 29 -31
leaf_value=5.2841751941082446e-06 3.5033997519349214e-05 -0.00013953017810958306 0.00017794817494260233 -3.4813992679119115e-05 -6.417887793975839e-05 -4.2492807659544745e-05 1.069454205380223e-07 5.8894788962788881e-05 -6.3776104070711888e-06 -8.8401067266879129e-05 6.9727063237223771e-05 -1.1166010979370465e-05 -6.6016398201239871e-05 6.1062110676978005e-05 -5.9548392056496127e-05 6.5144962304500569e-05 7.700455882348416e-05 -4.4268769200546862e-05 -1.4051968837999372e-05 5.0731923249612374e-05 4.2219913104252721e-05 2.6407542997427908e-05 9.439317916985601e-05 -0.00015382780170133023 -8.6182327570647682e-07 -1.3805718363953696e-05 5.8448369549700554e-05 2.9926566609766113e-06 2.3920561298754449e-05 -0.00017036965205625165
leaf_weight=149 20 21 22 20 21 27 1971 20 27 31 32 26 26 34 27 29 22 24 95 21 22 30 30 24 55 31 36 181 22 25
leaf_count=149 20 21 22 20 21 27 1971 20 27 31 32 26 26 34 27 29 22 24 95 21 22 30 30 24 55 31 36 181 22 25
internal_value=0 -2.25948e-07 1.00783e-05 -1.00895e-06 -8.66863e-06 -2.04525e-06 7.80517e-09 2.52943e-07 -1.62809e-07 -1.24286e-06 9.7565e-06 -1.67689e-07 -8.99796e-07 2.97633e-05 1.92361e-06 -5.36031e-06 3.10593e-05 3.29696e-06 1.11699e-05 -2.32385e-06 -2.02214e-07 -5.90275e-07 -9.38327e-06 -5.36971e-05 -2.42704e-06 3.94069e-05 1.15343e-06 -1.14442e-05 -3.70626e-05 -7.94253e-05
internal_weight=0 3101 219 2882 197 176 2861 2841 2821 2544 277 2513 2453 60 245 196 49 169 145 116 2427 2405 398 54 344 61 2007 283 102 47
internal_count=3121 3101 219 2882 197 176 2861 2841 2821 2544 277 2513 2453 60 245 196 49 169 145 116 2427 2405 398 54 344 61 2007 283 102 47
is_linear=0
shrinkage=0.1


Tree=3983
num_leaves=31
num_cat=0
split_feature=156 475 1208 1208 1208 1209 1209 1209 1212 1212 1212 401 0 1212 4 1213 402 402 403 2 403 16 1211 50 401 1186 13 1213 3 133
split_gain=3.06808e-06 4.44085e-06 2.47251e-06 8.32063e-06 9.75714e-06 5.61635e-06 5.73217e-06 3.87804e-06 3.06871e-06 5.0422e-06 2.64339e-05 1.80483e-05 8.89312e-06 7.00247e-06 1.11422e-05 4.21744e-06 5.82711e-06 5.16108e-06 5.99882e-06 1.64651e-05 6.82139e-06 9.31728e-06 7.06695e-06 1.78867e-05 8.24665e-06 7.4784e-06 2.01631e-05 7.68742e-06 1.12539e-05 7.97556e-06
threshold=0.3248100000000001 0.13528000000000004 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.092099999999999987 -0.085894999999999985 -0.077594999999999983 -0.45912999999999998 -0.089544999999999986 -0.073259999999999978 0.11336 -0.086284999999999987 -1.0000000180025095e-35 -0.077834999999999988 -0.24064499999999997 0.11320500000000001 0.10607000000000001 0.085855000000000015 0.084515000000000021 0.022375000000000003 -0.081299999999999983 0.11048500000000001 0.092855000000000007 -0.06959499999999999 0.057025000000000006 -0.0082249999999999979 0.088730000000000017 -0.083489999999999995 0.51114000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -9 11 -11 12 -10 14 -12 -15 17 18 20 -20 22 -22 24 -24 -17 27 -27 29 -29 -26
right_child=-2 -3 -4 -5 -6 6 7 8 9 10 13 -13 -14 15 -16 16 -18 -19 19 -21 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=4.4748718054116972e-05 -3.6388422291644888e-05 4.6099797015943173e-05 -2.9103820640463301e-05 5.0957625505532183e-05 -6.8230036205412558e-05 -5.2309097806019485e-05 3.7846990609843357e-05 -3.378317024153485e-05 3.6999208593139583e-05 -0.00011518169831106207 8.9970508997794252e-05 0.00010713207961998705 -3.8786487721154117e-05 -3.7107919521780965e-05 -1.1865024307986634e-05 5.8586837811795388e-05 3.7872079301450869e-05 -3.7170733680556485e-05 8.4521019619299511e-05 5.8959475274222263e-07 -8.9942862996394982e-05 -7.6251603414592955e-06 -1.8766826732038076e-05 0.00010928048141067848 8.0801410265600748e-07 -0.00010798127170900166 2.3044895944697906e-05 1.7557744821019963e-06 -8.5642314976680091e-05 -5.2894172456165375e-05
leaf_weight=28 23 21 29 32 21 21 27 27 30 20 22 20 32 31 21 23 40 38 31 95 20 44 24 20 2246 23 24 34 26 28
leaf_count=28 23 21 29 32 21 21 27 27 30 20 22 20 32 31 21 23 40 38 31 95 20 44 24 20 2246 23 24 34 26 28
internal_value=0 2.70147e-07 -4.26326e-08 2.33868e-07 -3.04315e-07 1.71959e-07 -2.48718e-07 1.22384e-07 -2.26559e-07 8.67292e-08 -6.26559e-07 2.45299e-05 -2.11599e-06 1.94625e-07 4.02369e-05 -4.32174e-07 -1.35625e-08 -5.79865e-07 -5.2779e-08 2.12394e-05 -1.12078e-06 -3.33494e-05 -2.78198e-07 3.94365e-05 -1.00509e-06 -1.58074e-06 -4.10743e-05 -7.8545e-07 -3.61167e-05 1.46773e-07
internal_weight=0 3098 3077 3048 3016 2995 2967 2946 2919 2892 2810 82 62 2790 43 2747 2716 2676 2638 126 2512 64 2448 44 2404 2381 47 2334 60 2274
internal_count=3121 3098 3077 3048 3016 2995 2967 2946 2919 2892 2810 82 62 2790 43 2747 2716 2676 2638 126 2512 64 2448 44 2404 2381 47 2334 60 2274
is_linear=0
shrinkage=0.1


Tree=3984
num_leaves=31
num_cat=0
split_feature=156 474 132 1203 1185 50 398 0 12 3 1213 42 42 42 131 133 131 131 128 1212 160 1456 159 131 13 402 133 481 42 160
split_gain=2.48515e-06 3.63283e-06 2.69322e-06 6.49529e-05 3.58655e-05 1.24889e-05 3.53688e-06 5.68024e-06 5.17534e-06 3.67594e-06 2.68198e-06 1.15799e-05 3.12596e-05 2.1798e-05 7.21023e-06 1.10349e-05 3.00069e-06 1.98483e-05 8.29601e-06 1.31497e-05 6.35571e-06 6.193e-06 8.05905e-06 5.51964e-06 3.38586e-05 5.23955e-06 8.33261e-06 3.96813e-06 1.91506e-05 4.70327e-05
threshold=0.3248100000000001 0.11986500000000001 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.10586000000000002 -0.098289999999999975 0.10911500000000002 -0.083154999999999993 0.093235000000000026 0.090990000000000015 0.095185000000000006 0.086325000000000013 0.097310000000000021 -0.012979999999999998 0.090690000000000007 0.090175000000000019 0.088865000000000013 0.087505000000000013 -0.4136149999999999 -0.065759999999999985 -0.087844999999999993 0.088315000000000018 -0.081224999999999978 -0.45015499999999992 0.50628500000000021 -0.086729999999999988 0.090395000000000017 -0.014869999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 -1 9 -9 16 13 -13 14 15 -12 17 23 19 20 -18 -22 -23 25 -25 -6 27 28 29 -27
right_child=-2 -3 4 -5 10 -7 -8 8 -10 -11 11 12 -14 -15 -16 -17 18 -19 -20 -21 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-5.0625516624954212e-05 -3.2749581378479688e-05 4.1694239397267144e-05 -0.00012804394097077999 0.00016959438912042812 -4.0643356206761811e-05 -8.2974844876844141e-05 3.8948132775896655e-05 3.2199291213956177e-06 3.8204372106065425e-05 -4.1208975540939719e-05 1.0773708771890158e-06 0.00014902252329193288 -1.3485876466990609e-05 -9.6840796679554766e-05 -2.8424899111004464e-05 9.7630966229189661e-05 6.1828284312716943e-05 -9.6342798182873102e-05 6.1543409106821787e-05 -6.2885666961341887e-05 5.3983588253932647e-05 -6.0041270189685753e-05 6.5056055097674038e-06 -3.5903936176592565e-05 0.00012019841966927441 0.00015014936726891813 5.5191805622073915e-05 -2.6302737335815647e-06 -6.8459818612609532e-05 -1.6847494180183276e-05
leaf_weight=23 23 21 22 23 34 20 21 73 32 25 29 20 29 21 22 20 22 22 27 27 24 20 202 33 24 26 26 2142 20 48
leaf_count=23 23 21 22 23 34 20 21 73 32 25 29 20 29 21 22 20 22 22 27 27 24 20 202 33 24 26 26 2142 20 48
internal_value=0 2.43143e-07 -3.97533e-08 1.07008e-05 -8.54682e-07 -8.13713e-06 4.64909e-07 -4.8171e-06 3.28746e-06 -8.11398e-06 1.31282e-07 1.3576e-05 5.28441e-05 -7.33849e-06 1.9134e-05 4.0487e-05 -5.71613e-07 -1.7998e-06 8.48725e-06 3.63126e-06 1.03326e-05 5.72729e-06 5.10391e-07 -9.15849e-07 2.98234e-05 -1.67897e-06 -1.0933e-06 -1.74778e-06 1.83618e-05 4.18271e-05
internal_weight=0 3098 3077 217 2860 194 174 153 130 98 2838 141 49 92 71 49 2697 2375 322 295 268 246 222 2353 57 2296 2262 2236 94 74
internal_count=3121 3098 3077 217 2860 194 174 153 130 98 2838 141 49 92 71 49 2697 2375 322 295 268 246 222 2353 57 2296 2262 2236 94 74
is_linear=0
shrinkage=0.1


Tree=3985
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1429 14 142 2 11 49 15 33 1348 448 148 147 34 34 0 447 9 41 42 13 13 0 16 4 15
split_gain=2.66561e-06 2.01167e-05 1.22728e-05 2.75282e-06 7.14556e-06 3.19854e-06 2.19787e-06 1.59796e-05 1.39111e-05 9.09768e-06 4.83882e-06 7.65622e-06 3.37049e-06 3.11043e-06 5.0632e-06 1.06437e-05 3.8041e-06 4.49258e-06 8.89145e-06 3.72722e-06 3.32884e-06 3.44354e-06 4.35106e-06 7.82601e-06 3.79814e-06 2.14912e-05 8.18887e-06 7.64524e-06 6.26394e-06 4.96274e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.078235000000000013 -0.057499999999999989 0.082850000000000021 -0.014494999999999999 -0.0087049999999999992 0.094035000000000007 -0.044254999999999996 0.088590000000000016 0.056825000000000007 -0.088884999999999978 0.090335000000000013 -0.097449999999999981 -0.084564999999999987 -0.24955499999999997 0.084065000000000015 0.088235000000000022 0.076195000000000013 0.090690000000000007 -0.17933499999999997 -0.40078499999999995 -0.040504999999999992 -0.08595499999999999 0.25615500000000008 -0.56020999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 7 -7 -8 -9 -10 -12 -11 14 15 -14 17 -17 -19 -20 21 22 24 -24 25 26 27 28 -21 -26
right_child=1 3 -4 4 -6 6 8 9 10 12 11 -13 13 -15 -16 16 -18 18 19 20 -22 -23 23 -25 29 -27 -28 -29 -30 -31
leaf_value=-1.8118275674612212e-06 9.8327911066354272e-05 -3.6873691133223478e-05 -7.3748295350621143e-05 -3.4318401116319432e-05 5.9919102350249891e-05 8.7665050436737071e-05 -7.8455286413372965e-05 -6.3948761618865487e-05 -3.1273310742108155e-05 4.1519296974001922e-05 6.6128453340752458e-05 -1.7646247188167762e-05 -6.0699174612417322e-05 3.0823423369866122e-05 5.0053102677338762e-05 4.5710800693334682e-05 -2.962589248151441e-05 -6.1566742438710364e-05 3.9313364810368513e-05 5.9001245417675819e-05 3.6810778277867942e-05 -2.9342114939003625e-05 5.7983616433274519e-05 -6.2845139609635232e-06 5.0385089452902326e-05 -9.4252739563671647e-05 6.0548335888944131e-05 -4.5068677643618739e-05 -2.014384075664566e-05 3.4395819734906629e-07
leaf_weight=195 21 20 27 27 20 21 25 22 20 20 24 20 29 33 20 22 42 23 25 20 25 39 36 40 20 28 21 34 20 2182
leaf_count=195 21 20 27 27 20 21 25 22 20 20 24 20 29 33 20 22 42 23 25 20 25 39 36 40 20 28 21 34 20 2182
internal_value=0 8.08734e-07 -1.05609e-05 9.71629e-08 3.55881e-07 -6.38736e-08 2.65145e-07 7.70762e-07 -1.51988e-05 9.51677e-08 9.51081e-06 2.8049e-05 6.21098e-07 3.13477e-07 -6.99308e-08 -4.54605e-07 2.23351e-07 7.17895e-07 3.24005e-07 8.95687e-07 5.06055e-07 1.34081e-07 6.12869e-07 2.41583e-05 -1.56787e-07 -1.72581e-05 5.43503e-06 -1.02052e-05 1.94287e-05 7.98464e-07
internal_weight=0 2899 222 2878 2858 2838 2811 2722 89 2701 64 44 2679 2659 2626 2606 2577 2535 2513 2490 2465 2440 2401 76 2325 123 95 74 40 2202
internal_count=3121 2899 222 2878 2858 2838 2811 2722 89 2701 64 44 2679 2659 2626 2606 2577 2535 2513 2490 2465 2440 2401 76 2325 123 95 74 40 2202
is_linear=0
shrinkage=0.1


Tree=3986
num_leaves=31
num_cat=0
split_feature=156 475 105 34 30 33 97 9 14 2 142 45 49 15 15 1446 1428 474 474 49 13 474 156 474 157 51 4 4 1374 150
split_gain=2.71431e-06 3.67845e-06 2.4966e-06 6.17873e-06 2.38073e-05 9.15607e-06 7.0297e-06 5.04057e-06 2.63193e-06 1.60001e-05 1.29304e-05 5.04711e-06 1.9199e-05 4.74435e-06 9.52997e-06 2.92787e-06 4.35414e-06 3.47613e-06 3.98396e-06 2.59461e-05 1.21023e-05 1.39988e-05 6.77932e-06 6.32283e-06 1.78683e-05 5.82202e-05 1.38648e-05 1.43188e-05 1.23653e-05 4.87782e-05
threshold=0.3248100000000001 0.13528000000000004 1.0000000180025095e-35 -0.057544999999999992 0.085875000000000021 -1.0000000180025095e-35 -0.084639999999999979 -0.084244999999999987 0.078235000000000013 0.082850000000000021 -0.057499999999999989 0.083445000000000005 0.10910000000000002 1.0000000180025095e-35 0.098485000000000017 0.11655500000000001 -0.070379999999999984 0.10716000000000002 0.088710000000000011 0.08610000000000001 -0.086804999999999979 0.091180000000000011 0.095075000000000007 0.083875000000000019 -0.086284999999999987 -0.085039999999999991 -0.016959999999999999 -0.0078799999999999981 0.088035000000000016 0.090480000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -6 -8 10 -10 -7 15 -13 -11 -15 16 -12 18 23 20 -20 -22 -23 28 25 -25 -26 -28 -18 -30
right_child=-2 -3 -4 5 6 8 7 -9 9 13 11 12 -14 14 -16 -17 17 -19 19 -21 21 22 -24 24 26 -27 27 -29 29 -31
leaf_value=0.00012220020324093638 -3.4226239127430904e-05 4.196464239309232e-05 -2.8737485275390404e-05 -6.7929378419648854e-05 -5.0322461547260728e-05 7.6857592330270566e-05 5.6754310244286898e-05 -1.3392364607647151e-05 -8.8798286916521059e-05 -2.6278881181497129e-05 4.1503537889953951e-05 -0.00010575924527074678 2.8206702360045673e-05 7.8394711181317689e-05 -1.8057705373004347e-05 -2.9189977045241518e-05 1.2474660613673446e-07 -2.5221344926998986e-05 -6.6951671855665913e-05 0.00011434825007555724 6.5926681175672771e-05 -4.391904445476351e-05 2.9453849392666598e-05 -0.00019921686257930562 -4.485680016159677e-05 3.1799367540467453e-05 9.2508464062120765e-05 -1.6821586304222759e-05 -4.3644471588777378e-05 0.00016052011064444246
leaf_weight=20 23 21 30 20 21 22 20 21 23 25 26 20 23 20 21 33 2376 52 23 23 33 34 20 20 32 24 25 23 25 22
leaf_count=20 23 21 30 20 21 22 20 21 23 25 26 20 23 20 21 33 2376 52 23 23 33 34 20 20 32 24 25 23 25 22
internal_value=0 2.54108e-07 -3.05588e-08 2.52082e-07 2.73302e-05 -4.9679e-07 -3.27299e-06 2.08255e-05 -3.88442e-08 -1.69736e-05 4.88884e-07 -1.03957e-07 -3.4103e-05 8.05622e-06 2.89923e-05 4.19856e-07 7.74143e-07 3.86528e-07 8.83397e-07 1.77559e-05 -2.44071e-06 1.46139e-05 -1.67439e-05 2.34537e-09 -2.20222e-05 -7.3208e-05 6.12997e-06 4.01211e-05 1.12948e-06 5.19219e-05
internal_weight=0 3098 3077 3047 82 2965 62 41 2945 89 2856 2834 43 66 41 2791 2758 2732 2680 133 110 87 54 2547 124 44 80 48 2423 47
internal_count=3121 3098 3077 3047 82 2965 62 41 2945 89 2856 2834 43 66 41 2791 2758 2732 2680 133 110 87 54 2547 124 44 80 48 2423 47
is_linear=0
shrinkage=0.1


Tree=3987
num_leaves=31
num_cat=0
split_feature=421 9 2 33 9 147 1348 150 150 16 150 4 13 51 3 13 2 13 43 13 13 3 13 2 13 13 13 0 456 13
split_gain=3.44925e-06 5.82551e-06 1.07664e-05 9.3487e-06 6.9563e-06 2.8001e-06 6.22596e-06 3.87808e-06 1.12292e-05 1.51704e-05 3.27833e-06 3.17801e-05 2.97475e-06 1.03236e-05 2.35543e-05 9.14028e-06 2.06811e-05 1.22686e-05 8.00277e-06 7.87193e-06 1.11362e-05 7.55562e-06 6.3434e-06 1.26954e-05 1.18189e-05 6.22795e-06 4.59092e-06 5.77967e-06 3.67716e-06 8.65621e-06
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 -0.009184999999999997 0.086220000000000005 0.097985000000000017 0.089175000000000018 0.11656000000000001 0.12558000000000002 -0.071854999999999988 0.10801000000000001 -0.0092149999999999992 -0.13710499999999998 0.081440000000000026 0.31370500000000007 -0.10278499999999999 0.087675000000000017 -0.097984999999999989 -0.093959999999999988 -0.095304999999999987 -0.093839999999999993 0.31370500000000007 -0.091559999999999989 0.084755000000000011 -0.090799999999999978 -0.15714499999999998 -0.43167499999999998 -0.14116499999999996 0.089235000000000023 -0.08459499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 10 -9 -10 12 -12 13 18 -15 16 -14 -17 -5 -19 -21 25 23 -22 -24 26 -20 -28 -26 -30
right_child=1 2 -4 4 -6 -7 -8 8 9 -11 11 -13 15 14 -16 17 -18 19 21 20 22 -23 24 -25 28 -27 27 -29 29 -31
leaf_value=-4.1395333719265186e-05 -5.7776175630611505e-05 -7.7645804703934119e-06 9.0671827238111304e-05 -5.6548799857409901e-05 5.9053644010020895e-05 -2.7091264026143778e-05 5.4483787209305561e-05 -7.159540867272379e-05 6.6718070045522924e-05 -4.2034066728805998e-05 -6.3123220905419484e-05 9.8789990052291945e-05 -2.9176963142249623e-05 -0.00010318793307912227 2.2754506641865227e-05 -7.4224630059854292e-05 0.00010424864522065037 4.5947617610708173e-05 8.1221688995593364e-06 -7.0744826238792891e-05 9.5522503155128413e-05 -2.3786366996535523e-05 -7.6633996068267157e-05 -9.1750016741944148e-07 1.2677773791997017e-06 -1.3874158377383048e-05 2.8332480397611193e-05 0.00010260871453283472 2.7117048523905398e-05 -4.4714568281836138e-05
leaf_weight=20 28 25 20 20 20 38 21 29 23 29 22 27 21 33 27 22 26 38 23 22 21 42 20 39 2321 26 22 20 25 51
leaf_count=20 28 25 20 20 20 38 21 29 23 29 22 27 21 33 27 22 26 38 23 22 21 42 20 39 2321 26 22 20 25 51
internal_value=0 2.6698e-07 3.59849e-05 -2.58972e-07 2.72892e-07 -1.17938e-07 2.27175e-07 -1.59189e-07 -2.17375e-05 6.06784e-06 4.50241e-07 2.60943e-05 4.49512e-09 -1.1358e-05 -4.65138e-05 9.33206e-07 4.46329e-05 1.30592e-07 2.42854e-06 7.75376e-07 8.84828e-08 1.12973e-05 7.17604e-07 3.28365e-05 -7.97209e-08 2.74898e-05 4.40354e-05 6.37021e-05 5.5903e-07 -2.10857e-05
internal_weight=0 3101 45 3056 3028 3008 2970 2949 81 52 2868 49 2819 213 60 2606 47 2559 153 2537 2499 133 2477 60 2417 91 65 42 2397 76
internal_count=3121 3101 45 3056 3028 3008 2970 2949 81 52 2868 49 2819 213 60 2606 47 2559 153 2537 2499 133 2477 60 2417 91 65 42 2397 76
is_linear=0
shrinkage=0.1


Tree=3988
num_leaves=31
num_cat=0
split_feature=421 10 10 9 9 149 49 132 1185 1203 483 0 121 154 157 2 4 480 1420 482 13 14 156 43 14 14 1428 45 16 4
split_gain=2.79389e-06 4.89584e-06 4.44336e-06 5.9381e-06 3.67611e-06 3.38524e-06 5.4571e-06 2.34517e-06 1.60594e-05 1.0772e-05 2.41553e-06 1.83022e-05 9.39392e-06 7.4234e-06 8.53896e-06 6.10971e-06 8.19372e-06 5.95182e-06 4.41337e-06 8.36772e-06 3.96844e-06 3.93259e-06 1.2704e-05 9.88441e-06 1.32341e-05 8.19794e-06 8.70817e-06 6.15544e-06 4.11504e-06 1.5393e-05
threshold=-1.0000000180025095e-35 0.11294000000000003 0.053330000000000009 0.08925000000000001 0.037245000000000007 0.091325000000000003 -0.072814999999999977 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.098395000000000024 -0.061629999999999997 -0.094339999999999993 0.084190000000000001 0.63604500000000008 0.096540000000000015 -0.069389999999999993 0.08976000000000002 -0.086449999999999985 0.10337000000000002 -0.081224999999999978 -0.31455999999999995 -0.21548499999999998 -0.05647499999999999 -0.46825999999999995 -0.23960999999999996 -0.092749999999999985 0.094030000000000016 -0.11227499999999999 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 9 -9 -2 12 15 -10 14 18 16 -12 -17 -14 21 -18 23 -23 -20 -25 -24 -27 28 -28 -30
right_child=1 -3 -4 -5 -6 6 -8 8 10 -11 11 -13 13 -15 -16 17 20 -19 19 -21 -22 22 25 24 -26 26 27 -29 29 -31
leaf_value=-3.7255802197364574e-05 -1.3372321570924782e-06 3.6903179938639776e-05 -3.5616814812523706e-05 4.3068137028967615e-05 -4.2967771951225589e-05 8.8963442885869883e-06 -6.4091107266167892e-05 8.8355867185219687e-05 -6.6752805433420033e-05 -6.9945155533227636e-05 6.7290931705925195e-05 0.00010194208680331941 4.6095530948756889e-05 6.1089321939107315e-05 -6.5157091303262869e-05 -7.137430118746124e-05 3.2000473684092871e-05 2.4892993603013263e-06 -3.233979459764669e-05 -5.6373479142516425e-05 -2.2787921550797109e-05 -7.9353369947057225e-05 6.4434399137098806e-05 -5.7985784224001694e-06 0.00010659584244091423 -6.396749314652491e-05 -7.403127776873835e-06 -5.0757865384461507e-05 1.8359233627184211e-06 5.9803558527145225e-05
leaf_weight=20 191 36 35 32 20 20 21 21 21 26 22 20 21 20 20 20 20 24 20 26 39 20 20 20 22 21 445 23 1808 47
leaf_count=20 191 36 35 32 20 20 21 21 21 26 22 20 21 20 20 20 20 24 20 26 39 20 20 20 22 21 445 23 1808 47
internal_value=0 2.40278e-07 -1.90347e-07 2.1887e-07 -2.38494e-07 4.84725e-08 -2.84875e-05 4.46829e-07 1.24497e-06 -9.55754e-06 5.67191e-07 1.31226e-05 -1.45627e-07 4.06584e-07 -7.63661e-08 -1.08849e-06 1.52059e-05 -3.10851e-05 4.45742e-07 5.794e-08 -4.21558e-06 6.57783e-07 1.11565e-08 2.55216e-05 5.30747e-05 6.82599e-07 1.38642e-07 7.18164e-07 1.23292e-06 3.30465e-06
internal_weight=0 3101 3065 3030 2998 2978 41 2937 2720 217 2699 145 2554 2533 2513 125 81 44 2493 2472 59 2446 2384 62 42 2364 2344 2323 2300 1855
internal_count=3121 3101 3065 3030 2998 2978 41 2937 2720 217 2699 145 2554 2533 2513 125 81 44 2493 2472 59 2446 2384 62 42 2364 2344 2323 2300 1855
is_linear=0
shrinkage=0.1


Tree=3989
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 105 34 30 9 16 97 9 2 12 45 120 40 16 16 49 12 148 16 3 151 129 42 12 13 13 16
split_gain=2.77486e-06 7.03867e-05 3.84656e-05 1.33918e-05 2.3063e-06 4.76109e-06 1.96004e-05 7.63968e-06 1.77272e-05 6.22165e-06 4.48096e-06 3.45963e-06 9.43085e-06 2.78868e-06 2.38851e-06 5.15745e-06 2.97919e-06 1.81834e-05 7.12023e-06 9.15748e-06 2.27176e-05 1.87406e-05 7.44237e-06 8.54277e-06 6.43005e-06 5.85842e-06 1.0609e-05 4.9008e-06 9.02935e-06 7.34884e-06
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 1.0000000180025095e-35 -0.057544999999999992 0.085875000000000021 0.091600000000000015 -0.39185999999999993 -0.084639999999999979 -0.084244999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 0.094030000000000016 1.0000000180025095e-35 -0.16692999999999997 -0.18708499999999997 -0.29154999999999992 -0.043469999999999995 0.088435000000000014 -0.063899999999999985 -0.5224049999999999 0.11924500000000002 -1.0000000180025095e-35 -0.082304999999999975 0.089810000000000015 0.085635000000000003 -0.096404999999999991 -0.094514999999999988 -0.08595499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 -4 11 -9 -8 -11 12 -7 14 15 -13 17 18 19 20 -17 -22 23 -20 -18 26 -25 29 -29 -26
right_child=2 -3 4 -5 -6 7 9 8 -10 10 -12 13 -14 -15 -16 16 24 -19 22 -21 21 -23 -24 25 27 -27 -28 28 -30 -31
leaf_value=1.5528587480008994e-06 -0.00013254546594742517 0.00018968191315479999 0.00011030526031390765 -8.4725949564017368e-05 -2.7394760572860832e-05 -1.6491415025636039e-05 -4.7806522568515948e-05 1.2657956068761888e-05 -0.00011155664471516503 5.3003212560724942e-05 -1.313504426001427e-05 4.8930277394405996e-05 7.3118222083038469e-05 -2.8050027592273963e-05 -2.5218137832578377e-05 4.0785167549897564e-05 5.4199862382159587e-05 -7.3649565312830658e-05 8.1356638766010299e-05 2.6400564862482355e-05 -0.00015028938221141951 -1.6540500764676834e-05 -2.8009775342070501e-05 -2.5869242563203445e-06 4.584529130039239e-05 -1.4667824297986336e-05 6.8911490901276326e-05 -6.0047632607165731e-05 4.1868258339489808e-07 2.559364817051006e-06
leaf_weight=179 22 20 20 20 30 24 21 27 20 20 21 22 23 35 36 21 23 38 20 26 22 20 40 49 59 53 36 25 2032 117
leaf_count=179 22 20 20 20 30 24 21 27 20 20 21 22 23 35 36 21 23 38 20 26 22 20 40 49 59 53 36 25 2032 117
internal_value=0 1.08543e-05 -8.19123e-07 -7.11838e-06 1.8712e-07 4.77455e-07 2.42243e-05 -2.26029e-07 -4.01993e-05 -3.54369e-06 1.91275e-05 4.64432e-07 2.73601e-05 -8.30448e-09 3.63602e-07 7.17402e-07 3.06444e-07 -8.64479e-06 -3.78807e-08 -2.35312e-05 -4.41379e-05 -8.65994e-05 1.05222e-05 2.02772e-05 1.59596e-06 1.14251e-05 2.76948e-05 1.05414e-06 -3.16202e-07 1.707e-05
internal_weight=0 219 2902 199 2880 2850 82 2768 47 62 41 2721 47 2674 2639 2603 2581 325 287 89 63 42 198 158 2256 138 85 2233 2057 176
internal_count=3121 219 2902 199 2880 2850 82 2768 47 62 41 2721 47 2674 2639 2603 2581 325 287 89 63 42 198 158 2256 138 85 2233 2057 176
is_linear=0
shrinkage=0.1


Tree=3990
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 16 16 2 3 52 10 0 15 2 11 142 147 150 151 448 150 1 46 150 12 13 13 403 43 133 52
split_gain=2.24763e-06 6.89675e-05 3.33005e-05 1.52777e-05 2.45684e-06 4.08451e-06 3.97523e-06 5.00832e-06 3.71624e-06 2.36694e-06 2.09133e-05 1.99371e-05 1.05496e-05 4.61584e-06 2.88167e-06 4.75649e-06 4.89453e-06 1.55897e-05 5.93287e-06 4.15123e-06 3.01253e-06 3.86382e-06 2.49929e-06 2.83591e-05 2.91804e-06 3.5519e-05 1.28361e-05 1.7654e-05 1.25471e-05 2.03681e-05
threshold=-0.083284999999999984 0.089165000000000008 0.12358500000000001 0.10022000000000002 -0.097644999999999996 -0.090054999999999982 0.097385000000000013 -0.083154999999999993 0.085815000000000016 -0.011559999999999999 -0.10224499999999999 -0.10091499999999999 -0.013254999999999998 -1.0000000180025095e-35 -0.057499999999999989 0.099730000000000027 0.12640500000000002 0.015440000000000001 1.0000000180025095e-35 0.11770000000000001 0.15471500000000002 0.10562000000000001 0.10801000000000001 0.083715000000000026 -0.085744999999999988 -0.086134999999999975 -0.5492149999999999 -0.041049999999999996 0.087720000000000006 0.10611000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 -1 -6 7 8 -7 10 -2 -12 -13 -11 -15 16 18 -18 19 20 21 22 24 -24 25 28 27 -26 -16 -30
right_child=2 -3 -4 -5 5 6 -8 -9 -10 13 11 12 -14 14 15 -17 17 -19 -20 -21 -22 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=2.8993580184760503e-05 -9.7059300666539158e-05 0.00017358787609618562 -0.00012932774464843532 -9.2276132750157569e-05 -4.0096804069536224e-05 -1.718666554162545e-05 3.0817496973314619e-05 -4.9948678166732532e-05 3.0358797114111499e-05 4.7454405960577007e-05 6.4773405599250527e-05 -8.7959362099354626e-05 1.7679349376090902e-06 -3.6509220947101271e-05 -6.3496104988727852e-06 3.7303729190106034e-05 -9.9317322419665305e-05 1.3924665355965948e-05 4.9276953475782649e-05 -4.1068539378367559e-05 -3.6133329889377244e-05 4.3747767891285809e-05 0.00010214092477932962 -4.5996068807393646e-05 -9.9623606650351117e-06 -0.00011574568759117807 8.7079569030932746e-07 0.00011143457735306583 6.6678984382330492e-05 -4.0754312707576904e-05
leaf_weight=25 24 23 20 20 27 35 36 22 31 21 37 20 38 21 522 35 20 31 25 24 22 21 24 28 23 28 1808 25 60 25
leaf_count=25 24 23 20 20 27 35 36 22 31 21 37 20 38 21 522 35 20 31 25 24 22 21 24 28 23 28 1808 25 60 25
internal_value=0 9.76883e-06 -7.37214e-07 -9.45484e-06 -4.33285e-08 -4.85076e-06 2.82378e-06 -8.6282e-06 5.14529e-06 1.55156e-07 -1.36539e-05 7.41695e-06 -2.91725e-05 7.499e-07 3.92206e-07 6.77002e-07 1.99737e-07 -3.0484e-05 7.93615e-07 3.29215e-07 7.13417e-07 1.02957e-06 6.76809e-07 2.23749e-05 2.2386e-07 -5.62755e-06 2.22582e-06 5.32652e-05 -5.47966e-07 3.5081e-05
internal_weight=0 219 2902 196 176 151 124 88 66 2882 119 95 58 2763 2742 2721 2686 51 2635 2610 2586 2564 2543 52 2491 635 1856 48 607 85
internal_count=3121 219 2902 196 176 151 124 88 66 2882 119 95 58 2763 2742 2721 2686 51 2635 2610 2586 2564 2543 52 2491 635 1856 48 607 85
is_linear=0
shrinkage=0.1


Tree=3991
num_leaves=31
num_cat=0
split_feature=448 0 46 0 48 1365 15 15 0 0 0 9 402 484 159 16 15 133 160 15 0 390 0 0 133 16 151 133 13 3
split_gain=2.69229e-06 8.66337e-06 2.65456e-06 3.6545e-06 1.44246e-05 3.22094e-06 3.39783e-06 3.14923e-05 1.24258e-05 4.40612e-05 2.25678e-05 1.05402e-05 1.02233e-05 9.75332e-06 2.22933e-05 1.86519e-05 9.06482e-06 7.23235e-06 6.75967e-06 6.50531e-06 2.55818e-05 5.39325e-06 5.91893e-06 1.86037e-05 1.84457e-05 1.60516e-05 1.41325e-05 1.87489e-05 1.90092e-05 1.42172e-05
threshold=0.068920000000000023 -0.26609999999999995 0.084955000000000017 -0.23051499999999997 0.084170000000000009 0.087370000000000017 -0.10203999999999998 -0.099734999999999976 -0.10096999999999999 -0.10836499999999999 -0.09595999999999999 0.08925000000000001 0.086855000000000016 0.090535000000000018 0.11084000000000001 -0.45661999999999997 -0.096999999999999989 -0.088234999999999994 1.0000000180025095e-35 -0.094549999999999981 -0.094654999999999975 0.088375000000000023 -0.087319999999999995 -0.087974999999999984 0.10722500000000001 -0.090054999999999982 -0.0093999999999999986 0.091250000000000012 -0.17933499999999997 -0.010424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 8 -8 9 12 -10 16 17 15 -15 -12 -9 -5 -19 20 -18 22 23 24 26 -25 -21 28 -28 -30
right_child=-2 2 -4 5 -6 -7 7 11 10 -11 13 -13 -14 14 -16 -17 19 18 -20 21 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=6.2765543241932219e-05 -3.6572126628016125e-05 2.7398452317963043e-05 2.6055936522377464e-05 6.8911652535620229e-05 -6.649011679150539e-05 3.6463216201809703e-05 -0.00012095955502114851 -5.7030604762860166e-05 -0.00010340855443163573 0.00014028707944440801 0.00010269432892528129 6.2553879250296738e-05 -5.0607346229998466e-05 1.9702903025770665e-05 -0.0001195931670645223 1.5439514129963571e-06 0.00011917677345081758 2.1549938505813774e-05 -3.0985077848361637e-05 1.8594484204568153e-05 -4.0766240581433521e-05 4.0659644728293646e-05 8.851852401391917e-07 -0.00012521617540187436 7.4023928258221922e-05 -1.7519509856356309e-05 -9.569854930585001e-05 -0.00010519382256006793 2.2094964809254565e-06 -5.9864263887500916e-05
leaf_weight=22 20 30 38 23 36 24 22 29 22 29 20 26 26 27 20 206 20 95 33 131 20 30 1735 25 28 31 26 24 260 43
leaf_count=22 20 30 38 23 36 24 22 29 22 29 20 26 26 27 20 206 20 95 33 131 20 30 1735 25 28 31 26 24 260 43
internal_value=0 2.35869e-07 -2.10917e-07 -5.39144e-07 -2.38135e-05 -2.28057e-08 -3.19541e-07 -1.85399e-06 7.18424e-06 2.60303e-05 -5.97604e-06 -7.74778e-07 7.31025e-06 1.87566e-06 -3.9572e-05 1.04953e-05 -1.46027e-06 1.72828e-05 8.00575e-06 -7.81152e-07 3.92053e-05 -1.46673e-06 -2.01549e-06 -1.08758e-05 -4.89055e-06 -6.55984e-05 -9.45585e-06 -1.98655e-05 -1.36409e-05 -6.59965e-06
internal_weight=0 3101 3079 3041 66 2975 2951 2450 501 206 295 2428 177 273 47 226 2402 151 128 2373 40 2333 2303 568 512 56 484 353 329 303
internal_count=3121 3101 3079 3041 66 2975 2951 2450 501 206 295 2428 177 273 47 226 2402 151 128 2373 40 2333 2303 568 512 56 484 353 329 303
is_linear=0
shrinkage=0.1


Tree=3992
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 1417 156 155 42 12 155 1429 3 160 156 483 0 12 4 2 15 52 483 1453 1447 12 159 403 1447 1447 480
split_gain=2.42534e-06 1.95732e-05 1.07369e-05 2.32339e-06 5.40723e-06 4.48493e-06 6.86797e-06 7.46413e-06 6.18391e-06 3.12342e-06 2.85516e-06 1.17465e-05 4.97234e-06 2.62362e-06 2.76723e-06 1.67892e-05 1.4073e-05 8.85209e-06 6.66808e-06 9.44941e-06 8.25764e-06 1.57406e-05 3.69005e-06 3.9263e-06 4.75884e-05 2.63613e-05 1.13934e-05 5.30638e-06 4.51518e-06 8.61786e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.12521000000000002 -0.080324999999999994 0.3248100000000001 0.11245500000000001 0.086950000000000013 0.095330000000000012 0.10663500000000002 -0.069929999999999978 -0.082154999999999992 -0.046074999999999991 -0.092624999999999985 0.098395000000000024 -0.062294999999999996 0.23631000000000002 0.63113500000000011 0.096540000000000015 -0.066844999999999988 0.008405000000000001 0.12267000000000002 -0.087504999999999986 -0.085709999999999995 0.083985000000000018 -0.092414999999999983 -0.55276999999999987 -0.084334999999999979 -0.082804999999999976 0.11191000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 9 8 -8 10 11 -6 -13 -12 16 18 17 22 20 -20 -16 -22 -15 24 -24 -26 -25 -28 -29 -30
right_child=1 3 -4 -5 5 -7 7 -9 -10 -11 13 12 -14 14 15 -17 -18 -19 19 -21 21 -23 23 26 25 -27 27 28 29 -31
leaf_value=-1.7187703732131397e-06 9.6964306153711813e-05 -4.9553506422936075e-05 -6.7961084330038702e-05 3.4034509799312221e-05 8.0365905763425303e-05 -4.6972436684882269e-05 2.0149377610323428e-05 -1.0185726230702131e-05 9.8787199240177878e-05 -3.773746226133054e-05 -3.2030201523761766e-05 -3.8526594804352504e-05 2.8369613919494443e-05 -3.8253487657759532e-05 -1.7257713369798621e-05 9.6001636778791661e-05 -8.4449389760266058e-05 6.4421998935618576e-05 1.3560431398218498e-05 -7.4286109156673785e-05 0.00011206179231066927 -9.2395963450974751e-06 0.00013709364372550682 -6.6988485391798007e-05 3.7699634852828015e-05 -9.1689431827680597e-05 4.8458177446842785e-05 -3.7059202109316281e-05 -9.8602996447291419e-07 5.9259368640596222e-05
leaf_weight=194 21 22 28 20 22 20 20 25 20 22 26 25 20 26 37 21 20 21 25 24 20 23 25 26 32 31 22 34 2225 24
leaf_count=194 21 22 28 20 22 20 20 25 20 22 26 25 20 26 37 21 20 21 25 24 20 23 25 26 32 31 22 34 2225 24
internal_value=0 7.71423e-07 -1.00737e-05 6.95288e-08 -1.68155e-07 2.14947e-07 5.50085e-07 3.26783e-05 5.94683e-05 -2.09033e-07 9.35051e-08 2.04818e-05 -8.79495e-06 -4.19648e-07 -1.07859e-07 1.30825e-05 -9.03735e-07 -2.26155e-07 -4.16016e-07 -2.94664e-05 1.73774e-05 4.71797e-05 -7.81415e-07 -3.78656e-07 2.03563e-05 -2.5968e-05 -1.16144e-06 -4.18926e-07 -8.89928e-07 -3.43127e-07
internal_weight=0 2899 222 2878 2858 2836 2816 65 40 2751 2729 67 45 2662 2636 150 2486 2466 129 49 80 43 2445 2419 88 63 2331 2305 2283 2249
internal_count=3121 2899 222 2878 2858 2836 2816 65 40 2751 2729 67 45 2662 2636 150 2486 2466 129 49 80 43 2445 2419 88 63 2331 2305 2283 2249
is_linear=0
shrinkage=0.1


Tree=3993
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 448 0 48 1348 447 2 2 3 2 2 13 2 12 2 13 1208 1208 1455 2 402 457 2 457 52 0 0
split_gain=2.36971e-06 6.35686e-05 3.34824e-05 1.42723e-05 2.19299e-06 7.05735e-06 2.56448e-06 3.9468e-06 8.70083e-06 2.6786e-06 3.27716e-05 1.99822e-05 1.60959e-05 2.1555e-05 1.70037e-05 1.29597e-05 2.54357e-05 8.08286e-06 2.04255e-05 1.6792e-05 1.0903e-05 8.72457e-06 1.46949e-05 7.01436e-06 7.40751e-06 1.70486e-05 1.46036e-05 1.02183e-05 6.05018e-06 2.65752e-05
threshold=-0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 0.068920000000000023 -0.26609999999999995 -0.11278499999999998 0.086620000000000016 0.089635000000000006 0.096325000000000008 0.095195000000000016 -0.076514999999999986 0.097220000000000015 0.097845000000000015 -0.064619999999999983 0.10045500000000002 0.094225000000000017 0.094095000000000012 -0.047864999999999991 0.11332500000000002 0.10233500000000001 0.090900000000000022 0.088475000000000012 0.22872000000000001 -0.083804999999999977 0.088055000000000008 -0.069489999999999982 -0.014264999999999998 -0.14116499999999996 -0.14832499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 9 -9 10 17 -12 14 -14 -11 16 -15 19 -19 20 21 23 -23 24 25 27 -26 -8 29 -28
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leaf_value=1.0740657811725034e-06 -0.00012365483284652743 0.00017125140509299607 5.6832554963131602e-05 -8.8046742530423219e-05 -3.2816310413181784e-05 2.7689471806463024e-05 3.485803775932967e-05 -7.4951270909712721e-05 1.1276650133368094e-05 0.00013182903266169889 -2.0380922900845432e-05 -0.00015833271131019243 -8.9758770423941321e-05 -6.8036530449587321e-06 1.4307640412880575e-06 9.7297832905922062e-07 0.00012377322703357026 -1.776907055529826e-05 0.00010241755573168542 -9.2316637750400343e-05 7.1456816745229013e-05 -2.3973555168292178e-06 9.7055087333804602e-05 -5.0339525587332906e-05 7.3110951604946788e-05 -9.4067383179208272e-05 2.0804261592356749e-07 -3.8502416487645883e-05 6.9761014491656149e-07 -0.00012485538467271477
leaf_weight=177 22 22 22 20 20 33 37 22 25 20 21 21 25 35 20 772 26 31 26 20 21 39 24 30 27 28 89 39 1386 21
leaf_count=177 22 22 22 20 20 33 37 22 25 20 21 21 25 35 20 772 26 31 26 20 21 39 24 30 27 28 89 39 1386 21
internal_value=0 1.00306e-05 -7.56961e-07 -7.97373e-06 1.81842e-07 4.12598e-07 -2.4766e-08 -3.50816e-07 -2.90854e-05 1.38859e-07 -2.02654e-06 -8.93568e-05 4.62399e-06 1.73327e-06 6.66299e-05 4.47913e-06 4.88521e-05 -9.01121e-09 3.70529e-05 -1.20863e-06 -1.62013e-07 -1.03643e-06 3.54893e-05 -2.42516e-06 -1.54167e-06 -2.73628e-05 2.2156e-07 -2.78746e-06 -1.09396e-06 -2.36677e-05
internal_weight=0 219 2902 197 2880 2860 2838 2805 47 2758 1860 42 898 858 40 833 61 1818 57 1761 1741 1720 63 1657 1627 104 1523 76 1496 110
internal_count=3121 219 2902 197 2880 2860 2838 2805 47 2758 1860 42 898 858 40 833 61 1818 57 1761 1741 1720 63 1657 1627 104 1523 76 1496 110
is_linear=0
shrinkage=0.1


Tree=3994
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 52 3 3 1186 399 43 10 0 15 13 11 1375 457 1348 13 15 52 52 0 52 403 12 13 12 12 12
split_gain=2.39041e-06 2.06768e-05 6.68875e-06 2.93108e-06 4.53032e-06 3.69864e-06 3.14899e-06 2.22723e-06 3.98385e-06 2.53059e-06 2.18383e-06 1.79531e-05 1.57256e-05 9.73415e-06 3.76008e-06 2.75705e-06 3.85914e-06 8.76175e-06 5.3437e-06 2.45531e-06 2.44581e-06 1.26228e-05 2.60799e-05 1.25545e-05 1.43057e-05 8.99812e-06 2.34345e-05 1.68569e-05 1.32516e-05 9.65842e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11232500000000002 0.008405000000000001 -0.073309999999999986 -0.083154999999999993 -0.010834999999999999 0.086815000000000017 -0.0082299999999999995 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42089999999999994 0.11612500000000002 -0.047944999999999995 -0.081224999999999978 0.23208000000000004 0.091275000000000009 0.10160000000000001 -0.070499999999999993 0.10611000000000001 -0.44023999999999991 0.091715000000000005 -0.078944999999999987 0.090285000000000018 0.089005000000000015 0.088045000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 -1 -9 -10 11 -3 -13 -14 -12 -16 17 -17 -18 20 -19 22 -22 -23 -25 27 -27 28 29 -26
right_child=1 10 -4 4 -6 -7 -8 8 9 -11 14 12 13 -15 15 16 18 19 -20 -21 21 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=2.8683920442310173e-05 9.9633360038015311e-05 -9.0496658352397699e-05 -5.6648663929889958e-05 5.1197464927099652e-06 -5.9815086084806048e-05 2.9997405535572111e-05 -4.2058628168888389e-05 3.0704318633070222e-05 -1.7668220412555718e-06 -4.653333444564297e-05 4.2769672949188612e-05 5.8388763358784167e-05 3.6099165060640635e-06 -8.2198086101925585e-05 -3.4183543729064378e-05 -6.5816028236440619e-05 -5.1337087643332783e-06 2.0396141691049774e-06 6.7966937049277479e-05 3.1811966957974395e-05 -5.0218012669434897e-06 6.0501007105399781e-05 -0.00012194706920396399 -8.0210852984632572e-05 -2.2698792733494262e-06 8.8573364396202009e-05 4.6783150249145214e-07 -8.0568486009724441e-05 6.5184946211397447e-05 -6.4082219263394199e-05
leaf_weight=23 21 24 27 22 21 38 20 20 28 23 21 36 39 20 23 20 20 1998 20 25 65 33 27 23 197 37 164 31 26 29
leaf_count=23 21 24 27 22 21 38 20 20 28 23 21 36 39 20 23 20 20 1998 20 25 65 33 27 23 197 37 164 31 26 29
internal_value=0 7.65852e-07 -1.00008e-05 -3.54192e-06 -2.65926e-05 2.979e-06 -6.02714e-06 1.63914e-06 -7.12185e-06 -2.19556e-05 4.4442e-08 -1.32193e-05 6.30337e-06 -2.54775e-05 6.16529e-07 2.93221e-07 5.8529e-07 1.24261e-07 3.14166e-05 6.20986e-07 3.24494e-07 -5.09767e-06 -3.93368e-05 7.35662e-07 -3.15439e-06 5.07384e-07 1.66863e-05 -1.09836e-05 -2.42358e-06 -1.02016e-05
internal_weight=0 2899 222 195 43 152 114 94 71 51 2878 119 95 59 2759 2738 2715 2675 40 2655 2630 632 92 540 507 484 201 283 252 226
internal_count=3121 2899 222 195 43 152 114 94 71 51 2878 119 95 59 2759 2738 2715 2675 40 2655 2630 632 92 540 507 484 201 283 252 226
is_linear=0
shrinkage=0.1


Tree=3995
num_leaves=31
num_cat=0
split_feature=1203 401 15 132 50 50 15 52 1212 133 43 43 131 0 1455 0 160 3 2 42 42 43 1210 1210 1212 2 0 1210 42 3
split_gain=2.50978e-06 3.2087e-06 3.59501e-06 6.66406e-05 4.31597e-05 9.70012e-05 7.40882e-06 2.90586e-05 7.2249e-06 9.06582e-06 1.58757e-05 2.59254e-05 7.87352e-06 1.07615e-05 2.00971e-05 1.88329e-05 2.28021e-05 1.78102e-05 1.58507e-05 4.14211e-05 1.16043e-05 1.02676e-05 5.73213e-06 5.38876e-06 7.09451e-06 1.24494e-05 1.83675e-05 1.22889e-05 3.96044e-06 8.96745e-06
threshold=0.10970500000000001 0.13837000000000002 0.091650000000000023 -0.083284999999999984 0.11028 0.11768500000000003 0.090750000000000011 0.091820000000000013 0.12472500000000002 -0.038089999999999992 0.055925000000000009 0.031595000000000005 0.11793000000000002 -0.082284999999999983 1.0000000180025095e-35 -0.071924999999999989 -0.013084999999999998 -0.079724999999999976 0.092875000000000013 0.089905000000000013 0.10194000000000002 -0.081154999999999991 -0.13847499999999999 -0.090569999999999998 -0.088629999999999987 0.084715000000000013 -0.086284999999999987 -0.083289999999999989 0.11720500000000002 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 8 -6 22 -8 9 -5 11 12 13 18 15 16 21 -17 19 -11 -19 -15 -1 -24 25 -25 -27 -26 -29 -30
right_child=-2 -3 3 4 5 -7 7 -9 -10 10 -12 -13 -14 14 -16 17 -18 20 -20 -21 -22 -23 23 24 27 26 -28 28 29 -31
leaf_value=3.7341748068287512e-05 3.5310713519720595e-05 -4.0152713263523769e-05 0.00017040311177491201 -4.1355063182082734e-05 -0.00025863525346721874 2.7632606044539113e-05 -0.00011143497680537762 4.6722651937411036e-05 5.6581792153836781e-05 2.5490775335450002e-05 7.8439084683168408e-05 -0.00010565344055066817 -4.5274108833837091e-05 8.321494829942822e-05 -5.9588972830429812e-05 -7.2179710299451473e-05 0.00014039989619050175 -2.3833544407258664e-06 4.2095432325563061e-05 -0.00015060709940206091 9.3929417826902039e-05 -1.4754210445497174e-05 -5.0566686199586414e-05 -7.7303830044966708e-05 7.4568945290758913e-05 6.4098654838744558e-05 -5.0298971473239362e-05 -1.2620060023218699e-06 5.9231354618012644e-05 -8.941832146415119e-06
leaf_weight=39 20 20 24 36 20 29 26 21 31 34 32 20 22 20 21 20 34 29 35 22 22 23 22 33 22 25 32 2309 35 43
leaf_count=39 20 20 24 36 20 29 26 21 31 34 32 20 22 20 21 20 34 29 35 22 22 23 22 33 22 25 32 2309 35 43
internal_value=0 -2.27734e-07 3.14346e-08 8.04242e-06 -6.16819e-07 -8.92114e-05 -1.42511e-06 -4.07688e-05 1.0209e-05 6.32366e-06 1.14627e-05 4.36585e-06 1.21686e-05 1.70292e-05 3.19581e-05 4.49479e-05 7.92019e-05 7.79909e-06 -1.06959e-05 -4.36905e-05 3.91633e-05 3.08128e-05 -7.02782e-07 -1.29133e-06 -8.57536e-07 -2.84236e-05 -1.24574e-07 1.7233e-07 -5.13353e-07 2.16487e-05
internal_weight=0 3101 3081 474 450 49 2607 47 401 370 334 302 282 260 169 148 77 71 91 56 51 43 2560 2521 2499 90 57 2409 2387 78
internal_count=3121 3101 3081 474 450 49 2607 47 401 370 334 302 282 260 169 148 77 71 91 56 51 43 2560 2521 2499 90 57 2409 2387 78
is_linear=0
shrinkage=0.1


Tree=3996
num_leaves=31
num_cat=0
split_feature=401 401 402 1205 401 1212 402 401 401 132 394 15 50 130 130 0 1186 1183 129 394 1213 43 1213 52 1210 4 1213 1213 1210 133
split_gain=2.93203e-06 3.93699e-06 7.95374e-06 4.08414e-06 2.71448e-06 4.86009e-06 3.45952e-06 1.16599e-05 4.26282e-06 2.92471e-06 1.57183e-05 1.04163e-05 2.85463e-06 2.72617e-06 5.46852e-06 8.31957e-06 3.38066e-06 3.78103e-06 3.56256e-06 6.90379e-06 3.31752e-06 1.17161e-05 5.43061e-06 4.94483e-05 1.50437e-05 7.56628e-06 7.27396e-06 6.40475e-06 4.95212e-06 1.2679e-05
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 1.0000000180025095e-35 0.13729500000000003 0.15049500000000002 0.13597000000000001 0.11769000000000002 0.11857000000000002 -0.083449999999999983 0.12358500000000001 0.092400000000000024 0.09227500000000001 -0.22699999999999995 -0.093639999999999987 -0.084804999999999978 -0.089559999999999987 -0.073809999999999973 -0.077709999999999987 -0.10421499999999999 -0.15413999999999997 0.0016850000000000001 -0.087969999999999979 0.086450000000000013 -0.13847499999999999 -0.081374999999999989 -0.086394999999999986 -0.082994999999999985 -0.079504999999999978 -0.0036349999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 8 -8 9 11 13 12 -4 -11 15 -15 -16 -18 -19 -20 21 -21 23 25 -24 -22 -26 -28 29 -29
right_child=1 2 3 -5 -6 -7 7 -9 -10 10 -12 -13 -14 14 16 -17 17 18 19 20 22 -23 24 -25 26 -27 27 28 -30 -31
leaf_value=3.8165676014614294e-05 -4.1465531229851365e-05 4.8892004550990273e-05 3.0761186645499617e-07 -4.4415207055624796e-05 3.201010191472821e-05 -4.9571947747608654e-05 -2.5908825045917185e-05 8.0778950366168701e-05 -4.6523627788701559e-05 -3.4292719125084618e-05 8.4859130162261539e-05 -8.0248205140378569e-05 -3.7311641790438443e-05 -7.4380436845309485e-06 -3.8452933414073021e-05 8.2681217983946462e-05 3.8757267902838065e-05 -3.2966351114516851e-05 4.3583576244701464e-05 -8.7883652446269079e-06 7.7614793735847345e-05 8.3062972512813022e-05 8.6023238518180277e-05 -0.0001551036918023047 -5.70341079171909e-05 -8.3278339540508273e-06 4.7018395395882962e-05 1.9822142452799849e-05 -4.6770918409228451e-07 -9.0065313963263874e-05
leaf_weight=20 23 33 164 21 26 20 20 21 20 23 22 20 23 21 23 20 25 33 36 41 20 21 20 21 23 21 28 21 2270 21
leaf_count=20 23 33 164 21 26 20 20 21 20 23 22 20 23 21 23 20 25 33 36 41 20 21 20 21 23 21 28 21 2270 21
internal_value=0 -2.46144e-07 6.18633e-08 -4.6733e-07 -1.62137e-07 -4.41149e-07 -1.1119e-07 2.87361e-05 -5.13894e-07 -1.98435e-07 6.76697e-07 -1.16555e-05 -4.31936e-06 -1.2296e-08 2.83558e-07 3.65226e-05 -2.82677e-07 5.48532e-08 -3.20753e-07 1.02883e-07 -5.21491e-07 2.23226e-05 -1.10077e-06 -3.03188e-05 -3.40584e-07 3.35954e-05 -1.07155e-06 -5.21492e-07 -1.09723e-06 -3.51216e-05
internal_weight=0 3101 3078 3045 3024 2998 2978 41 2937 2917 2710 207 187 2688 2665 41 2624 2601 2576 2543 2507 62 2445 62 2383 41 2363 2340 2312 42
internal_count=3121 3101 3078 3045 3024 2998 2978 41 2937 2917 2710 207 187 2688 2665 41 2624 2601 2576 2543 2507 62 2445 62 2383 41 2363 2340 2312 42
is_linear=0
shrinkage=0.1


Tree=3997
num_leaves=31
num_cat=0
split_feature=401 401 402 402 13 2 2 4 402 4 402 402 402 402 402 403 403 1212 1210 403 15 43 1211 15 15 43 2 0 49 16
split_gain=2.37494e-06 3.18896e-06 6.44253e-06 3.65974e-06 2.38027e-05 1.13212e-05 1.92212e-05 1.04016e-05 7.93088e-06 2.24444e-05 6.11243e-06 8.09221e-06 8.51197e-06 9.7596e-06 6.48826e-06 3.96304e-06 7.43298e-06 3.48061e-06 2.02073e-05 1.73987e-05 5.1808e-06 5.71998e-06 4.76804e-06 3.35552e-06 9.07583e-06 1.23148e-05 1.61965e-05 1.43014e-05 1.21264e-05 9.31437e-06
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 -0.10145999999999998 -0.080519999999999994 0.091055000000000011 0.10060500000000001 -0.081114999999999979 -0.089154999999999998 -0.081714999999999996 -0.086719999999999978 -0.064959999999999976 -0.031734999999999992 -0.016959999999999999 -0.0060099999999999989 -0.53960999999999981 -0.51385999999999987 -0.089544999999999986 -0.064799999999999983 0.041145000000000008 0.088655000000000025 -0.0057949999999999989 0.11716500000000001 0.11461000000000002 0.11773500000000002 -0.079734999999999986 0.085105000000000014 -0.081304999999999975 -1.0000000180025095e-35 0.052820000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 -7 -6 9 -5 -10 -12 -13 -14 -15 -16 -17 19 -19 -18 -21 -22 23 -20 -25 28 -27 -28 -26 -29
right_child=1 2 3 8 5 6 -8 -9 10 -11 11 12 13 14 15 16 17 18 22 20 21 -23 -24 24 25 26 27 29 -30 -31
leaf_value=3.4349109992035661e-05 -3.7318980384557307e-05 4.4002803522082763e-05 -0.00011716220752532535 9.8800833724713551e-05 -6.8602760657086043e-05 0.00010950225758798688 -1.9127899493189315e-05 1.6144389383043746e-05 -5.0639062861061274e-05 -3.7960381346887779e-05 5.4525190380108715e-05 -5.3464629593994081e-05 6.642906221465885e-05 -5.2208469772570737e-05 3.1663016516876481e-05 -5.7049398464577599e-05 0.00010179509532463271 -8.8391458712941629e-05 -1.1801369907208721e-06 -2.6203285317954633e-05 -1.4018181882420324e-05 6.1612342187800101e-05 4.554081413358369e-05 6.0432027076427465e-05 -3.9104673123802061e-06 -9.8789478724938819e-05 7.479812034944189e-05 -6.7028291288387178e-05 9.7886362345889219e-05 1.7617447212195167e-05
leaf_weight=20 23 33 20 28 30 21 26 28 24 21 27 30 22 24 39 23 20 26 2358 43 20 20 23 33 25 20 20 26 22 26
leaf_count=20 23 33 20 28 30 21 26 28 24 21 27 30 22 24 39 23 20 26 2358 43 20 20 23 33 25 20 20 26 22 26
internal_value=0 -2.21529e-07 5.56773e-08 -4.20597e-07 -1.71765e-05 1.8684e-06 3.83451e-05 -2.76903e-05 2.96693e-07 4.01889e-05 -3.84156e-07 3.94895e-08 -4.82182e-07 8.75216e-08 -4.39759e-07 1.30281e-08 -4.43293e-07 4.21431e-08 -6.77788e-07 1.80684e-05 -2.10672e-06 2.37971e-05 2.15496e-07 -1.96552e-07 1.32877e-05 2.09517e-06 -1.91794e-05 2.93445e-06 4.37391e-05 -2.47054e-05
internal_weight=0 3101 3078 3045 125 105 47 58 2920 49 2871 2847 2820 2790 2768 2744 2705 2682 2579 103 83 40 2553 2530 172 139 92 72 47 52
internal_count=3121 3101 3078 3045 125 105 47 58 2920 49 2871 2847 2820 2790 2768 2744 2705 2682 2579 103 83 40 2553 2530 172 139 92 72 47 52
is_linear=0
shrinkage=0.1


Tree=3998
num_leaves=31
num_cat=0
split_feature=132 1185 15 51 49 3 2 399 133 4 130 12 51 51 1209 403 51 10 4 0 4 4 43 13 0 52 0 12 403 1208
split_gain=2.48649e-06 1.59577e-05 8.46066e-06 2.27534e-06 2.56111e-06 5.76105e-06 5.84692e-06 3.82057e-06 2.42112e-06 4.5495e-06 2.21549e-06 7.10591e-06 2.51749e-06 1.23476e-05 1.05299e-05 9.0261e-06 1.75919e-05 7.45694e-06 3.14549e-05 7.17631e-05 6.69344e-06 1.19661e-05 9.44885e-06 6.37655e-06 7.0635e-06 6.80387e-06 7.28964e-06 6.12164e-06 1.68954e-05 1.62051e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 1.0000000180025095e-35 0.10211000000000002 -0.042499999999999989 0.089125000000000024 0.085965000000000014 -0.023589999999999996 -0.08484499999999999 -0.23647499999999996 0.23631000000000002 0.094075000000000006 0.090560000000000015 0.12417500000000002 -0.0031149999999999997 0.096505000000000021 -0.011559999999999999 0.053180000000000012 -0.10096999999999999 0.033845000000000007 0.0045450000000000013 -0.04652499999999999 0.10002500000000002 0.041630000000000007 -0.087769999999999987 -0.097024999999999986 0.090545000000000014 -0.54856499999999986 0.099975000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 -9 -10 -3 12 13 14 17 -14 -17 18 -12 -20 21 23 -22 24 25 -18 -27 -19 -29 -30
right_child=1 10 -4 -5 -6 -7 -8 8 9 -11 11 -13 15 -15 -16 16 20 27 19 -21 22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-4.2734967692839835e-05 8.7636584621144558e-05 -3.3019635666278197e-05 -5.9587217832207293e-05 -2.8829146211657125e-05 3.4624962635072213e-05 -4.8620730787819336e-05 4.5115069105091174e-05 3.0772236489913972e-05 2.1185176243913399e-05 -4.2549100352235184e-05 -0.00010799987168610415 5.6992968281768051e-05 -4.8090188311806953e-05 -5.6945315774124213e-05 6.0740146357472573e-05 9.7331305764585181e-05 4.6348389228764329e-05 3.7181163518590673e-06 0.00016569473507843213 -7.8851002266067862e-05 1.7069998284569011e-05 8.6696326943638271e-05 -8.013521246539313e-05 5.3051256183607616e-05 -4.7010933297185275e-05 -4.9495433874350658e-05 9.5995761524670314e-06 -9.3449078022703443e-05 -6.9883956563617985e-06 8.2066655990534608e-05
leaf_weight=22 21 20 30 28 21 23 29 24 24 21 32 22 26 39 28 23 35 1571 20 30 20 20 20 25 28 27 92 22 757 21
leaf_count=22 21 20 30 28 21 23 29 24 24 21 32 22 26 39 28 23 35 1571 20 30 20 20 20 25 28 27 92 22 757 21
internal_value=0 7.81084e-07 -1.01999e-05 -2.48309e-06 2.01501e-06 -2.77386e-06 6.01345e-06 -6.4475e-06 5.12242e-06 -8.55749e-06 1.47322e-07 3.79422e-07 -5.97527e-08 -1.11481e-06 -2.37179e-07 8.35396e-06 1.34145e-05 -9.33211e-07 -3.05809e-05 1.89673e-05 6.18568e-06 1.28321e-05 -3.15326e-05 5.69543e-06 -8.09496e-07 7.59077e-06 -3.80854e-06 9.21406e-08 -7.02837e-06 -4.5846e-06
internal_weight=0 2899 222 192 164 143 120 91 69 45 2878 2858 2836 2520 2481 316 290 2453 82 50 267 227 40 207 182 154 119 2371 800 778
internal_count=3121 2899 222 192 164 143 120 91 69 45 2878 2858 2836 2520 2481 316 290 2453 82 50 267 227 40 207 182 154 119 2371 800 778
is_linear=0
shrinkage=0.1


Tree=3999
num_leaves=31
num_cat=0
split_feature=1373 150 1374 12 130 132 1203 1185 50 142 150 150 147 1426 1348 160 160 150 1426 47 0 1 47 47 48 9 33 150 151 43
split_gain=2.31344e-06 6.16155e-06 3.99527e-06 2.90196e-06 4.82957e-06 2.24775e-06 6.87577e-05 3.69505e-05 1.50879e-05 2.25004e-06 3.16426e-06 6.89204e-06 4.5291e-06 3.80786e-06 3.70946e-06 4.59011e-06 4.951e-06 4.07919e-06 2.94637e-06 3.36773e-06 2.28764e-05 9.8625e-05 1.37917e-05 1.36595e-05 1.06809e-05 6.20487e-06 1.52802e-05 4.17537e-06 3.70721e-06 2.33662e-05
threshold=-1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.23631000000000002 -0.22562499999999999 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -1.0000000180025095e-35 0.12640500000000002 0.12068000000000002 0.094075000000000006 -0.094284999999999994 0.085630000000000012 0.51752500000000012 0.50959500000000013 -0.15178999999999995 -0.052649999999999995 0.092165000000000011 -0.10224499999999999 0.10060500000000001 0.089640000000000011 0.096850000000000006 0.12118000000000002 0.092235000000000011 -0.012019999999999998 -0.096799999999999983 -0.09693499999999998 -0.081674999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 -7 -6 -9 11 12 13 -11 15 16 17 -15 -19 22 21 -21 25 -22 -23 26 -20 -28 29 -29
right_child=1 -3 3 -5 5 7 -8 9 -10 10 -12 -13 -14 14 -16 -17 -18 18 19 20 23 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-2.9704748270048115e-05 -4.2598613171404311e-05 5.1815274096240853e-05 4.5107404298505577e-05 -3.6875822115689519e-05 8.2964627352702231e-07 -0.0001297825111330233 0.00018187726361377696 -2.9533886960052771e-05 -9.0776023685066318e-05 4.1504250981708304e-05 -3.4811054065357893e-05 5.9415289874777962e-05 -3.3335440872552006e-05 4.3846530355618932e-05 -3.6237306041450075e-05 4.0582402013161962e-05 -4.7782288311282174e-05 -2.8639711292592386e-05 8.9197602555941564e-05 -0.00024046951501596986 7.3127517958125412e-05 5.3052174632372751e-05 8.2944860223560255e-05 -2.2195504035998807e-06 -3.580631000659196e-05 -4.0249442390631886e-05 -4.2987656065850477e-05 7.3135328595223348e-05 1.023794838160025e-06 -3.9310464707699738e-05
leaf_weight=26 22 23 24 21 178 22 21 25 20 23 25 20 39 22 27 29 21 34 20 21 28 31 21 171 24 35 21 42 2052 33
leaf_count=26 22 23 24 21 178 22 21 25 20 23 25 20 39 22 27 29 21 34 20 21 28 31 21 171 24 35 21 42 2052 33
internal_value=0 2.49525e-07 -1.36547e-07 1.69737e-07 4.26573e-07 6.97209e-08 9.82456e-06 -6.97081e-07 -8.42345e-06 3.30372e-07 6.02955e-07 9.29171e-07 4.94976e-07 9.9192e-07 6.37899e-07 1.0201e-06 5.74716e-07 9.7217e-07 5.99791e-07 9.97608e-07 -9.44206e-06 -5.61131e-05 2.28848e-06 8.38205e-06 1.42776e-05 1.51963e-06 2.19395e-06 1.38386e-06 1.82194e-06 2.36592e-05
internal_weight=0 3095 3072 3050 3029 3005 219 2786 198 2764 2739 2714 2694 2655 2632 2605 2576 2555 2533 2499 275 76 2224 199 55 2203 2168 2148 2127 75
internal_count=3121 3095 3072 3050 3029 3005 219 2786 198 2764 2739 2714 2694 2655 2632 2605 2576 2555 2533 2499 275 76 2224 199 55 2203 2168 2148 2127 75
is_linear=0
shrinkage=0.1


Tree=4000
num_leaves=31
num_cat=0
split_feature=33 47 47 47 1 131 1453 51 133 12 0 1209 1208 1209 3 401 133 0 401 3 133 4 1209 43 43 40 48 48 401 12
split_gain=2.66624e-06 2.9803e-06 2.37075e-05 1.59324e-05 2.60009e-05 4.92156e-06 4.26467e-06 7.72406e-06 4.60977e-06 4.21261e-06 8.78729e-06 3.59289e-06 4.00719e-06 4.74611e-06 2.45752e-05 3.71156e-06 3.97651e-06 1.02763e-05 1.66973e-05 2.34355e-05 6.87403e-06 3.98051e-05 5.70783e-06 5.18919e-06 7.03705e-06 1.04601e-05 5.37125e-06 8.17023e-06 5.70047e-06 2.16046e-05
threshold=-0.009184999999999997 0.094160000000000008 0.096475000000000019 0.089640000000000011 0.093575000000000019 0.13767000000000004 -1.0000000180025095e-35 -0.41904999999999998 -0.14717499999999997 0.089410000000000003 -0.09595999999999999 0.14268500000000003 0.10480500000000002 -0.087714999999999987 -0.082334999999999978 0.13699500000000003 0.41068500000000002 -0.069954999999999976 -1.0000000180025095e-35 -0.077774999999999983 0.26639000000000007 -0.081224999999999978 -0.069599999999999981 -0.52440999999999993 -0.24021999999999996 -0.24134999999999998 0.12879500000000002 0.10866500000000003 0.10632500000000002 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 11 -4 -8 -9 -10 -11 12 13 14 -2 16 20 18 19 -18 22 -22 -15 -24 -25 -26 27 28 -27 -30
right_child=1 2 6 4 -6 -7 7 8 9 10 -12 -13 -14 15 -16 -17 17 -19 -20 -21 21 -23 23 24 25 26 -28 -29 29 -31
leaf_value=-2.9181035138354937e-05 0.00011302877532476228 0.00011213079224468121 4.6835364518642567e-05 -0.00013391298517767016 1.9989979479023968e-05 -4.6907135732577775e-05 -5.9291506685050469e-05 4.5513119781996167e-05 9.0311498656074731e-06 -7.6593955182033827e-05 1.0687308223184071e-07 4.2810006707441065e-05 -3.1552712924820252e-05 5.3598784252244523e-05 -3.1208605462409277e-05 -4.2751365799631462e-05 1.7459602131566497e-05 7.5358789297752082e-05 5.4998233650081058e-05 -0.00011823718273262784 -0.00014633953756856499 3.5789346311503324e-05 -4.0045170908342702e-05 3.0229578215448193e-05 -7.0757934112667249e-05 -9.1730704938249842e-07 -4.6910185346860089e-05 5.8682811409956537e-05 -5.2710764335326695e-05 6.4397098954941612e-05
leaf_weight=31 21 21 20 23 21 22 21 24 156 20 59 20 39 20 27 20 35 25 37 20 20 30 32 77 21 2138 24 24 23 50
leaf_count=31 21 21 20 23 21 22 21 24 156 20 59 20 39 20 27 20 35 25 37 20 20 30 32 77 21 2138 24 24 23 50
internal_value=0 2.92761e-07 9.41412e-06 -7.64645e-07 -6.04593e-05 1.99232e-07 2.22395e-06 -9.62575e-07 3.7668e-06 -4.96656e-07 -1.93111e-05 5.82636e-07 2.67858e-07 7.37224e-07 3.18952e-05 1.61113e-07 4.94284e-07 1.85064e-05 3.05736e-06 -3.18847e-05 -3.62737e-07 -3.70622e-05 3.98978e-07 -4.63946e-08 4.96652e-07 -5.07486e-07 1.45572e-07 6.50869e-07 2.0943e-08 2.75001e-05
internal_weight=0 3090 321 2769 44 2725 300 280 259 235 79 2703 2683 2644 48 2596 2576 117 92 55 2459 50 2409 2389 2357 2280 2259 2235 2211 73
internal_count=3121 3090 321 2769 44 2725 300 280 259 235 79 2703 2683 2644 48 2596 2576 117 92 55 2459 50 2409 2389 2357 2280 2259 2235 2211 73
is_linear=0
shrinkage=0.1


Tree=4001
num_leaves=31
num_cat=0
split_feature=132 1185 1203 401 0 1213 133 1210 1209 42 1213 0 43 1211 403 394 1212 1210 12 4 4 1210 52 1212 2 2 1454 16 2 2
split_gain=2.43312e-06 1.69711e-05 9.31272e-06 2.29212e-06 9.65965e-06 9.42911e-06 7.75493e-06 5.90648e-06 2.91745e-06 1.71063e-05 4.10412e-06 2.63388e-05 1.36009e-05 5.95511e-06 4.07948e-06 3.76023e-06 2.90207e-06 2.29281e-05 1.84193e-05 2.9074e-05 3.47403e-06 3.46077e-06 1.91844e-05 7.69732e-06 5.1019e-06 1.97244e-05 1.86816e-05 2.8536e-05 1.46039e-05 1.18175e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.13200999999999999 -0.071719999999999992 -1.0000000180025095e-35 0.51114000000000004 0.24726500000000004 -0.084519999999999984 0.087505000000000013 0.093235000000000026 -0.086729999999999988 -0.010739999999999998 0.11013500000000002 -0.55157999999999985 -0.14580499999999996 -0.089544999999999986 -0.14310999999999999 0.088795000000000013 -0.080744999999999997 -0.050494999999999991 -0.066709999999999978 0.084735000000000019 -0.022679999999999995 0.085155000000000022 0.083995000000000014 0.077440000000000023 -0.026164999999999997 0.084415000000000004 0.085515000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 7 8 9 -5 14 -12 -13 -14 -10 -16 18 -18 19 -17 -20 22 -19 -23 25 26 -25 -28 -27 -26
right_child=1 3 -4 6 -6 -7 -8 -9 10 -11 11 12 13 -15 15 16 17 21 20 -21 -22 23 -24 24 29 28 27 -29 -30 -31
leaf_value=-2.4685420367795348e-06 9.0343425177880342e-05 2.8764383252468123e-05 -6.5132172043107583e-05 3.5526518557413391e-05 7.1480112985781213e-05 -5.4643751750320568e-05 -4.5222228723823242e-05 4.9655195415236142e-05 -4.4332745121556363e-05 -6.8330337131296151e-05 9.8605223483900773e-05 -6.5798627324041044e-05 6.2736940235481599e-05 -1.3508205579238989e-05 -3.9472505966386963e-05 -1.1590867219031982e-05 -9.9735688473115059e-05 -2.1693042044017394e-05 -2.7192205184941749e-06 0.00014952682836987411 -5.7287872614324449e-05 -5.7618689923243518e-05 8.796270447217265e-05 6.0265765268487082e-06 -6.8232995356622814e-05 0.00010934438289731242 2.7193641112500614e-05 -0.00012953521349483749 2.3800921083250161e-05 -1.5094621008394048e-06
leaf_weight=195 21 33 27 29 23 23 38 24 21 35 30 29 20 21 24 24 23 39 28 21 20 23 27 584 27 29 21 26 64 1572
leaf_count=195 21 33 27 29 23 23 38 24 21 35 30 29 20 21 24 24 23 39 28 21 20 23 27 584 27 29 21 26 64 1572
internal_value=0 7.72662e-07 -1.00898e-05 1.19088e-07 1.69172e-05 -5.49253e-06 -3.55028e-07 2.62485e-07 -1.70626e-07 -2.12702e-05 3.34563e-07 2.02106e-05 -1.33871e-05 2.36845e-05 -4.37923e-07 -7.67191e-08 2.97292e-07 -3.6486e-07 1.76343e-05 6.35974e-05 -2.54562e-05 5.82706e-07 2.31661e-05 -5.26332e-08 5.17328e-07 7.48193e-06 1.14528e-06 -5.95074e-05 5.04758e-05 -2.63613e-06
internal_weight=0 2899 222 2878 79 56 2799 2761 2737 64 2673 100 70 41 2573 2552 2528 2435 93 45 48 2412 66 2346 2323 724 631 47 93 1599
internal_count=3121 2899 222 2878 79 56 2799 2761 2737 64 2673 100 70 41 2573 2552 2528 2435 93 45 48 2412 66 2346 2323 724 631 47 93 1599
is_linear=0
shrinkage=0.1


Tree=4002
num_leaves=31
num_cat=0
split_feature=132 1211 1185 15 48 0 15 42 403 16 33 47 47 9 16 47 47 47 12 129 1184 1453 12 43 376 0 0 160 43 0
split_gain=2.27745e-06 6.25112e-05 3.50962e-05 7.78488e-06 2.49223e-06 3.70018e-06 8.15328e-06 2.89556e-06 4.83921e-06 2.92681e-06 2.29884e-06 2.99477e-06 2.09758e-05 1.42559e-05 2.92732e-05 4.73793e-06 4.21709e-06 4.32722e-06 7.04553e-06 3.64621e-06 7.82148e-06 3.56246e-06 5.12904e-06 6.29688e-06 3.47511e-06 4.27665e-06 2.03215e-05 5.70218e-05 3.71194e-05 1.03838e-05
threshold=-0.083284999999999984 0.085535000000000014 -0.083264999999999992 0.092400000000000024 0.086125000000000021 -0.073309999999999986 -0.10091499999999999 -0.049004999999999993 -0.084674999999999986 -0.08231999999999999 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.087755000000000014 -0.090764999999999985 0.091210000000000013 0.087885000000000019 0.079365000000000005 0.084535000000000013 -0.077709999999999987 0.084515000000000021 -1.0000000180025095e-35 0.096395000000000022 -0.074359999999999996 -0.0016099999999999997 -0.087084999999999982 -0.087974999999999984 -0.025879999999999997 -0.013819999999999997 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 9 -9 -8 -4 13 -13 15 -15 16 17 19 -19 -12 24 -14 -23 -24 -21 26 -26 -28 -29 -27
right_child=2 -3 10 -5 -6 -7 7 8 -10 -11 11 12 21 14 -16 -17 -18 18 -20 20 -22 22 23 -25 25 29 27 28 -30 -31
leaf_value=6.9144225545598949e-05 -0.00012656694353526372 0.00017836003986303694 -2.6865586292959993e-05 -5.9283957030856989e-05 -2.7532023455865719e-05 -3.1315987696515275e-05 -4.6388173868763263e-05 -5.9823414786868465e-06 5.5679956567473709e-05 3.6986980051421729e-06 -3.1171191851073572e-05 9.9657434634536923e-05 4.2735486022138507e-05 8.2944902715098578e-06 -0.00014365107872869149 4.7798706908083874e-05 -3.4876966125974669e-05 -1.097008619620718e-05 6.434741199309765e-05 2.7427926559337522e-05 5.9813076735405381e-05 6.2774703222586789e-06 -6.5226262668147678e-05 3.8218316701334385e-06 -1.9097575987695667e-06 3.0346627504033266e-05 6.7774213163250931e-05 -0.00022899337104945519 -3.6329495087557008e-05 2.0521847960510038e-08
leaf_weight=21 22 20 31 25 27 23 20 35 20 28 37 24 20 32 21 21 34 23 27 45 22 198 25 28 731 123 22 20 20 1376
leaf_count=21 22 20 31 25 27 23 20 35 20 28 37 24 20 32 21 21 34 23 27 45 22 198 25 28 731 123 22 20 20 1376
internal_value=0 9.8334e-06 -7.42082e-07 -7.10395e-06 3.93182e-07 5.5223e-06 1.23552e-05 7.76866e-07 1.64403e-05 -1.71708e-05 2.1908e-07 5.13788e-07 1.00535e-05 -5.88097e-07 -5.19104e-05 4.995e-07 9.89828e-08 5.85157e-07 2.97014e-05 -2.24432e-08 4.66113e-07 2.11809e-06 -1.11835e-06 -2.8748e-05 -9.25663e-08 -6.3289e-07 -6.57183e-06 -6.15391e-05 -0.000132661 2.50892e-06
internal_weight=0 219 2902 199 174 147 124 103 55 48 2880 2849 295 2554 53 2501 2480 2446 50 2396 2359 271 251 53 2337 2292 793 62 40 1499
internal_count=3121 219 2902 199 174 147 124 103 55 48 2880 2849 295 2554 53 2501 2480 2446 50 2396 2359 271 251 53 2337 2292 793 62 40 1499
is_linear=0
shrinkage=0.1


Tree=4003
num_leaves=31
num_cat=0
split_feature=132 1185 1203 40 130 12 12 142 11 147 147 483 483 483 1453 483 1426 1420 1 10 0 9 1 447 41 12 42 12 153 0
split_gain=2.39361e-06 1.8374e-05 8.12084e-06 2.30313e-06 8.66459e-06 6.11025e-06 3.12737e-06 7.07576e-06 8.35543e-06 3.35831e-06 4.83251e-06 5.07351e-06 4.60006e-06 3.92732e-06 7.81636e-06 5.51017e-06 3.22664e-06 3.28633e-06 3.18482e-06 3.33969e-06 1.98214e-05 7.3136e-06 6.48115e-06 3.47611e-06 3.39312e-06 6.32038e-06 1.99981e-05 1.30859e-05 3.54178e-06 3.6327e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.24620999999999996 -0.22699999999999995 0.14786000000000002 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 0.099730000000000027 0.093875000000000014 -0.47181499999999993 -0.24282999999999996 -0.095689999999999983 1.0000000180025095e-35 -0.088629999999999987 -0.094284999999999994 -0.085599999999999996 0.15799000000000005 0.0036750000000000007 -0.080119999999999983 0.088235000000000022 0.10937500000000001 0.086460000000000023 0.07677500000000001 0.08486500000000001 0.088915000000000008 0.089300000000000004 0.082840000000000011 -0.24955499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 7 -6 -9 10 11 -10 -13 14 -14 -15 -17 -18 19 21 -21 23 -22 24 28 26 -26 -27 29 -19
right_child=1 3 -4 4 5 -7 -8 8 9 -11 -12 12 13 15 -16 16 17 18 -20 20 22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-2.7414251329076054e-06 9.3965783231570162e-05 3.3902920631589953e-05 -6.03513025193284e-05 -6.2665387486049442e-05 5.6609320670924547e-05 4.3784665780322034e-05 -3.9563394107062781e-05 -6.1709468850908294e-05 4.3335669033695012e-05 3.2891935153466261e-05 -4.3114538717558248e-05 -3.5735629767764802e-05 7.4097270685126134e-05 -5.2541121090143863e-05 -9.4424957145141288e-06 3.7438981859810629e-05 -3.4887172471455954e-05 3.6415999472540405e-05 -3.9557227719342339e-05 9.994905158237089e-05 -5.8422177348802504e-05 -4.9155883364922687e-05 2.0232480247531469e-05 -2.9476124693342413e-05 0.00012157642660895364 -5.7250000798376274e-05 -9.3479284779667591e-06 4.315405141689418e-05 -3.7998047218934516e-05 1.6824915340643953e-07
leaf_weight=194 21 20 28 22 22 32 20 22 27 31 26 36 21 20 24 23 27 28 20 22 20 30 22 38 20 25 28 27 24 2201
leaf_count=194 21 20 28 22 22 32 20 22 27 31 26 36 21 20 24 23 27 28 20 22 20 30 22 38 20 25 28 27 24 2201
internal_value=0 7.6636e-07 -1.00075e-05 8.6309e-08 -1.50336e-07 3.34618e-07 -1.61245e-07 1.21816e-07 -3.28121e-07 1.64722e-07 -2.09786e-07 2.05989e-07 -2.32453e-07 2.55377e-07 2.95427e-05 -2.56441e-07 1.52832e-07 -1.85865e-07 1.88161e-07 5.08043e-07 2.30555e-05 -8.80058e-08 -1.72221e-05 5.27651e-07 1.0122e-06 1.9037e-05 4.52039e-05 -5.11713e-06 2.12167e-07 6.23582e-07
internal_weight=0 2899 222 2878 2858 2836 2804 2784 2762 2740 2709 2683 2656 2620 45 2575 2555 2532 2505 2485 64 2421 42 2391 2353 100 48 52 2253 2229
internal_count=3121 2899 222 2878 2858 2836 2804 2784 2762 2740 2709 2683 2656 2620 45 2575 2555 2532 2505 2485 64 2421 42 2391 2353 100 48 52 2253 2229
is_linear=0
shrinkage=0.1


Tree=4004
num_leaves=31
num_cat=0
split_feature=130 2 11 33 10 16 12 31 133 44 158 158 483 15 1455 1454 43 14 2 10 13 1455 1446 480 481 2 1447 403 402 403
split_gain=2.56013e-06 4.18244e-06 3.53984e-06 8.78036e-06 4.73662e-06 4.73355e-05 2.68695e-05 3.76065e-06 6.70772e-06 2.88438e-06 1.02129e-05 2.76305e-06 1.15533e-05 1.3038e-05 2.84019e-06 3.63762e-06 6.57054e-06 3.82018e-06 1.18532e-05 6.0098e-06 5.79268e-06 4.03374e-06 3.45435e-06 4.1066e-06 4.57421e-06 2.31044e-05 1.57599e-05 1.21618e-05 1.38217e-05 5.4256e-06
threshold=-0.23123999999999997 0.31765000000000004 -0.011194999999999998 -0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087720000000000006 0.099360000000000018 -0.47356499999999996 -0.14117999999999997 0.11517500000000001 -0.0088349999999999974 0.10655000000000002 0.096235000000000015 -0.078469999999999984 0.078235000000000013 0.082850000000000021 0.10223 -0.036034999999999991 0.090900000000000022 -0.09143999999999998 0.11471500000000003 -0.087424999999999989 0.085485000000000019 1.0000000180025095e-35 -0.5492149999999999 0.0043800000000000011 -0.53762499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -6 10 -9 12 13 -12 15 17 -17 19 -19 21 -20 22 -13 24 25 -24 -27 28 -26 -29
right_child=1 -3 3 4 7 -7 -8 9 -10 -11 11 14 -14 -15 -16 16 -18 18 20 -21 -22 -23 23 -25 27 26 -28 29 -30 -31
leaf_value=3.3239983254727284e-05 3.6805871241085702e-05 -4.3693399237037577e-05 -6.0496199118157772e-05 2.3121382312665722e-05 -7.1886188122789464e-05 0.00010865686982517793 -0.00011593930471273477 6.1472660443676565e-05 1.0014511863118971e-05 -3.0908483598371583e-05 -6.4597418630993079e-06 -3.9311652670386883e-05 3.8556579875148605e-05 -0.00010878236564167311 3.1329680897560419e-05 7.6095537951914593e-06 -5.9746215830663075e-05 -8.1736789829649402e-05 4.2096434384328188e-05 5.0888563418993729e-05 -2.2150239561192901e-05 3.3851882116980255e-05 -9.2363987835900247e-05 3.9275969929467132e-05 6.0315609861673099e-06 -4.3426897276991179e-05 7.4083575163967914e-05 -4.31844471112809e-05 0.00011409140603063861 3.3834692331149728e-07
leaf_weight=23 26 22 24 33 20 38 24 27 20 30 33 22 24 20 29 30 28 23 23 24 36 36 30 27 29 21 25 29 20 2325
leaf_count=23 26 22 24 33 20 38 24 27 20 30 33 22 24 20 29 30 28 23 23 24 36 36 30 27 29 21 25 29 20 2325
internal_value=0 -2.46777e-07 6.39599e-08 -2.4925e-07 2.28585e-07 2.22045e-05 -3.54305e-05 -4.83701e-07 -3.09358e-05 -6.23635e-08 2.61084e-07 -3.22089e-07 -1.9006e-05 -4.50721e-05 1.99732e-07 -1.31195e-07 -2.4907e-05 4.07006e-07 -2.08431e-05 1.08031e-06 2.89507e-06 6.14087e-07 1.40764e-07 4.87114e-07 6.46454e-08 -2.40894e-05 2.04375e-05 8.28569e-07 5.01376e-05 -1.9783e-07
internal_weight=0 3098 3076 3050 3026 95 57 2931 40 2891 2861 2834 77 53 2757 2728 58 2670 82 2588 59 2564 2528 2506 2479 76 46 2403 49 2354
internal_count=3121 3098 3076 3050 3026 95 57 2931 40 2891 2861 2834 77 53 2757 2728 58 2670 82 2588 59 2564 2528 2506 2479 76 46 2403 49 2354
is_linear=0
shrinkage=0.1


Tree=4005
num_leaves=31
num_cat=0
split_feature=421 9 13 33 9 132 1203 1185 50 147 1348 150 0 1 48 1375 1374 150 1429 1375 42 1375 16 3 403 12 1209 43 403 403
split_gain=2.36367e-06 6.1219e-06 9.32752e-06 7.6923e-06 7.25896e-06 2.5605e-06 6.47164e-05 3.28129e-05 1.18796e-05 2.59455e-06 5.55919e-06 2.50716e-06 3.60822e-06 3.39543e-05 2.29546e-05 3.12053e-06 3.01404e-06 4.64002e-06 2.25266e-05 2.58921e-05 7.94322e-06 5.79634e-06 2.72815e-06 1.13436e-05 8.30321e-06 1.03271e-05 8.68873e-06 5.68077e-05 9.30798e-06 7.74706e-06
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.0075049999999999987 -0.009184999999999997 0.085555000000000006 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.097985000000000017 0.089175000000000018 -0.15178999999999995 -0.23051499999999997 0.088975000000000012 0.092205000000000023 0.10283000000000002 0.093235000000000012 0.10801000000000001 0.083725000000000008 -0.088929999999999981 0.088670000000000013 -0.13067499999999996 -0.0087049999999999992 -0.16726499999999997 -0.5492149999999999 0.09141500000000001 -0.084519999999999984 -0.0047449999999999992 -0.5335399999999999 -0.41534499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 8 -7 -5 10 11 -9 13 -13 -15 16 17 21 19 -19 -21 -14 23 -23 25 -25 27 -26 -28 -24
right_child=1 2 -4 4 -6 7 -8 9 -10 -11 -12 12 15 14 -16 -17 -18 18 -20 20 -22 22 29 24 26 -27 28 -29 -30 -31
leaf_value=-3.4267521964466145e-05 -5.2491705277394181e-05 -3.8850230193929748e-06 8.7737959220248753e-05 1.0103914859030936e-06 5.6129443249159047e-05 -0.00012271685025718232 0.00018154958363084009 3.2733823243925937e-05 -8.0368480648758126e-05 -2.6055966315509168e-05 5.150828831011452e-05 8.2816952900347212e-05 -5.4281448356050533e-05 -0.00013478648211457766 -4.030112503297178e-06 3.6873355326821661e-05 -3.8794165657236594e-05 0.00013556647482682426 -7.0045428306219116e-05 -3.245781591976993e-05 4.5093155313224999e-05 6.1273743131096123e-05 -6.1835378245751093e-05 9.2389552915764483e-05 -0.00012291573714747121 -3.4447215986564637e-06 5.8416286229398138e-05 8.1812054438911301e-05 1.7308822172510486e-07 -3.0598947344622537e-06
leaf_weight=20 28 25 20 174 23 22 20 23 20 38 21 22 20 25 29 23 20 23 21 25 28 32 23 22 33 23 28 23 1369 898
leaf_count=20 28 25 20 174 23 22 20 23 20 38 21 22 20 25 29 23 20 23 21 25 28 32 23 22 33 23 28 23 1369 898
internal_value=0 2.2101e-07 3.68363e-05 -3.18155e-07 1.64295e-07 -2.64057e-07 1.02777e-05 -1.07235e-06 -7.37918e-06 -1.05869e-07 2.55209e-07 -1.41955e-07 -4.23363e-07 -2.19021e-05 -6.45655e-05 2.01833e-07 -1.24073e-07 1.77096e-07 2.16313e-05 4.69631e-05 8.51251e-06 -6.65097e-07 -2.27591e-07 2.3609e-06 1.10241e-06 4.34076e-05 -2.07796e-07 -3.88311e-05 1.34045e-06 -4.52769e-06
internal_weight=0 3101 45 3056 3028 3005 214 2791 194 2769 2731 2710 2687 76 54 2611 2588 2568 97 76 53 2471 2451 1530 1498 45 1453 56 1397 921
internal_count=3121 3101 45 3056 3028 3005 214 2791 194 2769 2731 2710 2687 76 54 2611 2588 2568 97 76 53 2471 2451 1530 1498 45 1453 56 1397 921
is_linear=0
shrinkage=0.1


Tree=4006
num_leaves=31
num_cat=0
split_feature=33 9 15 34 11 2 402 402 402 402 1212 402 391 129 1213 401 402 1212 15 1212 1209 1209 1210 1211 1212 15 12 1 401 1210
split_gain=2.444e-06 2.74192e-06 1.15086e-05 2.44536e-06 3.96471e-06 3.17879e-06 2.37726e-06 3.52101e-06 2.77457e-06 6.91463e-06 6.70801e-06 4.9191e-06 1.10471e-05 8.11722e-06 3.48518e-06 7.57991e-06 5.91342e-06 3.08343e-06 2.10014e-05 8.81656e-06 7.08243e-06 5.09906e-06 3.59449e-06 5.29228e-06 1.16215e-05 2.39993e-05 1.41514e-05 6.57166e-06 6.27069e-06 5.30308e-06
threshold=-0.044254999999999996 0.088235000000000022 -0.10091499999999999 -0.08786999999999999 -1.0000000180025095e-35 -0.080614999999999978 0.31278000000000006 0.13775000000000001 0.11462500000000002 0.11174500000000002 -0.020729999999999995 0.10708500000000001 -0.088134999999999977 -0.075474999999999987 -0.43370499999999995 0.10947000000000001 0.10052500000000002 -0.088009999999999991 0.085550000000000015 -0.063924999999999996 -0.084519999999999984 -0.065739999999999979 -0.099939999999999987 0.087635000000000005 0.11796000000000001 0.089485000000000023 0.087830000000000005 0.087865000000000013 -1.0000000180025095e-35 0.12347000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6 7 8 9 11 -10 12 -7 -14 -15 16 17 18 -16 -19 -21 -22 -23 28 25 26 -25 -26 -24 -30
right_child=1 2 -4 4 5 6 -8 -9 10 -11 -12 -13 13 14 15 -17 -18 19 -20 20 21 22 23 24 27 -27 -28 -29 29 -31
leaf_value=3.3212601130633796e-05 3.42054681650119e-05 8.511742069314014e-06 -8.1465498286498983e-05 -4.2333772977475419e-05 3.5782682192802896e-05 -7.4378082135808664e-05 3.3500720434988455e-05 -3.0112090667572397e-05 -5.4697048924296997e-06 -5.7486275562994364e-05 6.2412389631087226e-05 4.0386120039480982e-05 5.9370512573640673e-05 3.7656004845606128e-05 2.9324207092551138e-05 -6.1954952307132779e-05 -5.3024321927555976e-05 5.1360285892970379e-05 -8.8058454767397733e-05 -5.7733471233708167e-05 5.0873318305093572e-05 -4.2044549657020981e-05 -5.1368809931773288e-05 6.074792556598998e-05 1.8642218568250733e-05 0.00013317590253956785 -4.358674011130531e-05 -5.6160402369720907e-05 -4.3055386399235943e-07 5.12799275929865e-05
leaf_weight=22 21 44 21 22 25 20 21 39 37 21 24 30 23 24 35 20 21 34 27 21 20 20 24 26 24 22 26 23 2364 20
leaf_count=22 21 44 21 22 25 20 21 39 37 21 24 30 23 24 35 20 21 34 27 21 20 20 24 26 24 22 26 23 2364 20
internal_value=0 -2.35785e-07 -2.05578e-05 1.99592e-07 -3.74226e-08 2.73684e-07 -2.56164e-08 -2.64684e-07 1.35884e-07 -3.16569e-07 2.1238e-05 1.08559e-07 -3.23913e-07 2.10004e-07 -2.84614e-07 -6.18524e-07 -1.65355e-07 2.47913e-07 -2.1794e-05 7.68721e-07 1.04585e-07 5.77376e-07 1.82743e-07 5.16687e-07 2.09238e-05 4.56224e-05 8.58059e-06 -1.79633e-05 -5.08755e-07 3.2589e-09
internal_weight=0 3099 65 3034 3013 2991 2966 2945 2906 2845 61 2824 2794 2774 2751 2727 2707 2686 62 2624 2590 2569 2549 2529 121 74 52 47 2408 2384
internal_count=3121 3099 65 3034 3013 2991 2966 2945 2906 2845 61 2824 2794 2774 2751 2727 2707 2686 62 2624 2590 2569 2549 2529 121 74 52 47 2408 2384
is_linear=0
shrinkage=0.1


Tree=4007
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1373 150 1374 1429 156 11 0 1429 1426 1429 1429 11 12 43 0 12 2 1 483 42 12 402 12 42 42 43 42
split_gain=2.34833e-06 1.86612e-05 1.04937e-05 2.35651e-06 5.26944e-06 3.41585e-06 2.26122e-06 7.86511e-06 3.4764e-06 9.34473e-06 4.66275e-06 2.66346e-06 4.38704e-06 3.13064e-06 5.203e-06 2.6008e-06 1.05327e-05 1.80466e-05 1.04108e-05 1.92217e-05 1.01472e-05 7.88785e-06 1.1941e-05 6.97645e-06 1.06628e-05 8.40445e-06 6.30083e-06 4.10596e-05 4.41049e-05 2.9139e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 -0.23752499999999996 0.32523500000000005 0.097680000000000017 -0.033209999999999996 -0.10379499999999998 -0.021179999999999997 -0.069929999999999978 -0.0091699999999999993 0.093970000000000012 0.098150000000000015 -0.45785999999999999 0.10455500000000001 0.096525000000000014 0.097385000000000013 0.092845000000000025 0.098395000000000024 0.15665000000000004 0.098810000000000023 0.024785000000000005 0.099815000000000015 0.083995000000000014 0.084695000000000006 -0.083434999999999995 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -7 8 10 -10 -8 -12 -13 -14 15 18 -17 21 26 20 -20 22 23 -18 25 -25 29 28 -28 -15
right_child=1 3 -4 4 -6 6 7 -9 9 -11 11 12 13 14 -16 16 17 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-1.8223482393062652e-06 9.468409999889056e-05 -2.9895623279466796e-05 -6.8340761936269706e-05 -3.9290924682559728e-05 4.8018596894310224e-05 -3.3237579409615136e-05 4.4404196826993333e-05 6.2992093007778761e-05 1.1467783662266341e-05 -7.8717450685985573e-05 -2.6156414426288014e-05 4.0610839466723896e-05 -3.6636809355790639e-05 2.512914277731596e-06 5.122824043155561e-05 6.2609330889245037e-05 -6.1684624088229609e-05 -9.9646814156916324e-05 0.0001335877997951229 -2.4929056494979056e-05 3.5170589357717709e-05 4.6790780512450371e-05 -8.1526821966029032e-05 5.4926381890254563e-05 6.4561825385443743e-05 -1.3001583553327513e-05 -4.7067618241623771e-08 -5.3103752902561772e-07 -0.00016873246003078454 9.7927015061335018e-05
leaf_weight=195 21 26 27 22 23 20 24 20 27 20 38 27 23 1064 20 20 20 22 20 28 22 26 22 20 23 204 31 1002 31 33
leaf_count=195 21 26 27 22 23 20 24 20 27 20 38 27 23 1064 20 20 20 22 20 28 22 26 22 20 23 204 31 1002 31 33
internal_value=0 7.59079e-07 -9.91243e-06 7.37332e-08 3.46946e-07 -4.06283e-08 2.66998e-07 5.07433e-07 5.57906e-08 -2.69089e-05 5.21725e-07 1.3108e-07 5.06898e-07 9.53409e-08 4.19282e-07 2.6632e-08 -7.89815e-06 -1.20826e-05 1.29474e-06 3.92499e-05 8.20359e-05 -5.96697e-06 -1.07133e-05 -4.87852e-06 -2.7884e-07 -6.93659e-06 6.52787e-08 -5.41754e-06 -8.43898e-05 5.38317e-06
internal_weight=0 2899 222 2878 2852 2829 2807 2787 2767 47 2720 2696 2658 2631 2608 2588 357 337 2231 70 42 315 289 267 247 224 2161 1064 62 1097
internal_count=3121 2899 222 2878 2852 2829 2807 2787 2767 47 2720 2696 2658 2631 2608 2588 357 337 2231 70 42 315 289 267 247 224 2161 1064 62 1097
is_linear=0
shrinkage=0.1


Tree=4008
num_leaves=31
num_cat=0
split_feature=472 1429 1425 1426 130 1 123 123 124 123 123 123 13 4 34 13 9 3 10 1 45 123 14 160 447 147 15 49 49 49
split_gain=2.46958e-06 6.93959e-06 3.21386e-06 3.22955e-06 2.37543e-06 3.88508e-06 2.69609e-06 3.27261e-06 2.59525e-06 2.70043e-06 6.70319e-06 5.1682e-06 6.57728e-06 8.78869e-06 3.79671e-06 1.60245e-05 8.59904e-06 2.99017e-05 6.49002e-06 5.06057e-06 3.97221e-06 3.8554e-06 3.27563e-06 9.972e-06 3.08685e-06 1.10684e-05 4.48187e-06 3.18279e-06 3.84997e-06 9.32972e-06
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 1.0000000180025095e-35 -0.23123999999999997 0.16540500000000002 0.12630500000000003 0.11135500000000001 0.11040000000000001 0.086445000000000008 0.087755000000000014 0.089155000000000012 -0.085584999999999981 0.50644500000000015 -0.057544999999999992 -0.0087749999999999981 0.091600000000000015 -0.13309499999999996 -0.0093599999999999985 0.10871500000000002 0.094030000000000016 0.084280000000000008 -1.0000000180025095e-35 -0.077459999999999987 0.088380000000000014 0.095485000000000014 0.17980000000000004 -0.16230499999999995 -0.10069499999999999 -0.088694999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 9 14 -11 -12 -13 -14 15 19 18 -18 -16 -6 21 22 23 -20 26 -26 27 -24 -29 -30
right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 11 12 13 -15 16 -17 17 -19 20 -21 -22 -23 24 -25 25 -27 -28 28 29 -31
leaf_value=-3.1954352380125783e-05 5.4972446219914644e-05 3.1869600925544903e-05 -3.7402598473304157e-05 4.0171250257117213e-05 -4.4200884682747229e-05 -3.815260031303667e-05 -3.6640522716879792e-05 3.8624216573556298e-05 3.3370933801566224e-05 -6.4821210385575384e-05 4.162144616202568e-05 3.5114782822347482e-05 1.0717266697021252e-06 -7.3964211225285444e-05 4.1980934887809828e-05 9.9029293087369305e-05 4.1752575734790303e-05 -0.00012909763286838175 -2.7951898595174064e-05 1.9377711149929618e-05 -3.5778291256123808e-05 3.5285459753433842e-05 -3.9390944654033302e-05 6.1895599044419216e-05 -5.6553660923734577e-05 2.9120754508767279e-05 3.7041307481899825e-05 2.5863020683490585e-05 -6.5717953607831583e-05 -2.9047663796767465e-07
leaf_weight=24 23 23 23 20 21 27 20 22 23 22 20 20 37 27 37 20 20 21 21 31 31 31 21 30 38 25 32 55 22 2334
leaf_count=24 23 23 23 20 21 27 20 22 23 22 20 20 37 27 37 20 20 21 21 31 31 31 21 30 38 25 32 55 22 2334
internal_value=0 2.47629e-07 -1.61828e-07 1.18912e-07 -1.45373e-07 -3.90168e-07 -4.81399e-08 1.99022e-07 -8.86109e-08 -3.52524e-07 -1.46724e-05 -4.06399e-06 -1.49415e-05 -3.05841e-05 2.9418e-07 2.29594e-05 -3.06223e-07 -4.57561e-05 3.89871e-07 -6.29826e-06 -1.93034e-07 2.29788e-07 -1.9175e-07 2.48996e-05 -6.98144e-07 -2.25559e-05 -1.39281e-07 -6.285e-07 -2.90876e-07 -9.01429e-07
internal_weight=0 3097 3074 3051 3031 3008 2981 2961 2939 2916 126 104 84 64 2790 72 2718 41 2677 52 2640 2609 2578 51 2527 63 2464 2432 2411 2356
internal_count=3121 3097 3074 3051 3031 3008 2981 2961 2939 2916 126 104 84 64 2790 72 2718 41 2677 52 2640 2609 2578 51 2527 63 2464 2432 2411 2356
is_linear=0
shrinkage=0.1


Tree=4009
num_leaves=31
num_cat=0
split_feature=132 50 132 1203 1429 156 11 0 16 1 120 40 9 10 2 0 12 0 1 16 16 16 1209 13 2 2 51 2 42 2
split_gain=2.34518e-06 6.82027e-05 3.34297e-05 1.49176e-05 2.48687e-06 7.02164e-06 2.99896e-06 9.79564e-06 8.65355e-06 3.5362e-06 1.01933e-05 6.20223e-06 3.70258e-06 1.00373e-05 7.73245e-06 3.10561e-06 6.12401e-06 4.04571e-06 1.28302e-05 4.62482e-06 3.13778e-06 2.55755e-05 1.3886e-05 4.3307e-05 8.60043e-06 1.4316e-05 4.62236e-05 1.19907e-05 1.33525e-05 9.40993e-06
threshold=-0.083284999999999984 0.10022000000000002 -0.076764999999999986 0.089480000000000018 -0.23752499999999996 0.32523500000000005 0.092630000000000018 0.12358500000000001 0.6352000000000001 0.16540500000000002 1.0000000180025095e-35 -0.15892999999999999 0.092890000000000014 0.053330000000000009 -0.090999999999999984 0.14486500000000005 0.091200000000000017 0.051010000000000007 0.081670000000000006 0.042200000000000008 -0.092484999999999984 -0.094359999999999986 -0.087714999999999987 -0.052719999999999996 0.086330000000000004 0.090545000000000014 0.081440000000000026 0.084305000000000005 0.083235000000000017 0.092755000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 8 -8 9 10 11 -6 13 14 -13 17 -17 20 -19 -20 21 24 23 -22 27 26 -26 -16 -29 -27
right_child=2 -3 4 -5 5 -7 7 -9 -10 -11 -12 12 -14 -15 15 16 -18 18 19 -21 22 -23 -24 -25 25 29 -28 28 -30 -31
leaf_value=1.005049267568916e-06 -0.00012646577579289442 0.00018133547444969218 -3.4976431925315411e-05 -9.0081956550420734e-05 5.5785337249290027e-05 5.9453680296428506e-05 1.2841643229737619e-06 -7.9697917353769302e-05 4.9950384552955392e-05 3.9838547408263284e-05 -5.2543386211894092e-05 5.349770053052689e-05 3.8189833983778951e-05 -5.2193020009498636e-05 2.5901671312932721e-06 -1.3310117686738853e-05 5.9031062512076466e-05 -8.7946283052918846e-05 3.9165081045125379e-05 -1.9042675693270167e-05 0.00014340148785637352 -8.9276568531723968e-05 5.5342416203912217e-07 -4.2880978253379001e-05 1.5505804416394452e-05 4.5271962993026068e-05 -0.00015868272219086066 0.00012048151767798811 6.3123386826191566e-06 -7.0470755660043609e-06
leaf_weight=178 21 21 20 20 20 20 59 20 35 22 37 27 25 37 127 22 25 22 21 39 26 35 1784 24 39 39 25 21 20 290
leaf_count=178 21 21 20 20 20 20 59 20 35 22 37 27 25 37 127 22 25 22 21 39 26 35 1784 24 39 39 25 21 20 290
internal_value=0 9.97856e-06 -7.53029e-07 -8.19566e-06 1.63309e-07 4.08955e-07 -6.70635e-09 -1.92176e-05 5.42773e-07 -9.13544e-08 -4.16108e-07 3.06797e-07 -1.12225e-07 -4.77285e-07 2.62654e-07 -2.99029e-07 2.51692e-05 -7.75545e-07 -2.26221e-05 1.33004e-06 -3.83346e-08 -6.34187e-06 2.01014e-06 5.39859e-05 -1.1677e-06 -9.26307e-06 -5.25366e-05 1.77697e-05 6.47892e-05 -8.45123e-07
internal_weight=0 219 2902 198 2881 2861 2841 79 2762 2727 2705 2668 2648 2623 2586 2559 47 2512 82 60 2430 596 1834 50 561 393 64 168 41 329
internal_count=3121 219 2902 198 2881 2861 2841 79 2762 2727 2705 2668 2648 2623 2586 2559 47 2512 82 60 2430 596 1834 50 561 393 64 168 41 329
is_linear=0
shrinkage=0.1


Tree=4010
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 2 2 157 157 157 2 15 1371 42 1375 150 150 52 49 49 12 52 49 3 4 51 51 42 16 1 13
split_gain=2.68035e-06 6.03957e-06 2.97675e-06 2.70964e-06 6.50559e-06 1.4073e-05 2.95357e-06 2.51137e-05 1.81381e-05 1.11468e-05 1.12635e-05 8.36751e-06 1.69734e-05 4.82658e-06 1.37732e-05 9.21096e-06 4.2194e-06 3.42753e-06 9.52317e-06 6.86486e-06 6.49182e-06 6.11885e-06 1.76716e-05 9.45554e-06 6.61082e-06 3.14326e-05 1.06908e-05 7.65822e-06 8.80594e-06 6.22967e-06
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -1.0000000180025095e-35 0.10060500000000001 0.08734500000000002 -0.087424999999999989 -0.090569999999999998 -0.086394999999999986 0.10402500000000002 -0.085834999999999981 0.083235000000000017 0.084145000000000011 -0.068444999999999992 0.10980500000000001 0.085825000000000012 -0.56368999999999991 -0.0087049999999999992 -0.0049799999999999992 -0.094384999999999983 0.0031350000000000002 -0.031119999999999998 -0.084964999999999985 0.41257000000000005 0.092545000000000016 0.087505000000000013 0.089625000000000024 -0.016164999999999995 0.10727500000000002 -0.0013449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 9 -8 10 -5 13 -13 14 15 -10 -15 19 -19 -18 21 23 -23 24 25 26 27 28 -21 -29
right_child=1 2 3 6 -6 -7 8 -9 11 -11 -12 12 -14 16 -16 -17 17 18 -20 20 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-3.3290018351787397e-05 5.1310876100931482e-05 -3.448991415643832e-05 3.8332979641603052e-05 8.9899903728759715e-05 5.5292263690110605e-05 -5.7668219191187889e-05 8.5104554746067161e-05 -0.00010298829618897378 1.4262940785556568e-05 -4.4316968778730374e-05 3.126285066802946e-06 -0.0001080875952712155 2.0634232605516448e-05 4.1296507477757888e-05 -3.0209870419639629e-05 0.00010908728521220231 3.6901674260055495e-05 4.4319614474317153e-05 -2.5250652159879672e-07 -9.5703055315728616e-05 2.1240440734651872e-05 1.4693634552208501e-05 -9.2982073737013198e-05 5.3176323057241034e-05 -5.634151664505933e-05 0.00010937709754216485 2.9734822932038117e-05 -3.1746063649296524e-05 -1.2867241241023987e-05 2.2265586800319305e-05
leaf_weight=24 23 25 37 21 30 26 25 26 20 30 52 21 20 24 26 21 30 49 2206 33 49 27 35 21 36 20 33 81 21 29
leaf_count=24 23 25 37 21 30 26 25 26 20 30 52 21 20 24 26 21 30 49 2206 33 49 27 35 21 36 20 33 81 21 29
internal_value=0 2.5798e-07 -1.24003e-07 1.57777e-07 1.69647e-05 -1.28656e-06 -3.70992e-07 -1.51685e-05 3.0424e-07 6.99957e-06 2.80886e-05 -4.52365e-07 -4.52965e-05 2.13556e-07 2.67259e-05 6.28315e-05 -4.45808e-07 -8.2102e-07 7.16023e-07 -9.1729e-06 -1.27631e-05 -1.7722e-05 -4.6091e-05 -1.13027e-05 -1.66547e-05 -1.00707e-05 -2.21974e-05 -3.26472e-05 -6.34891e-05 -1.75066e-05
internal_weight=0 3097 3074 3049 93 63 2956 129 2827 103 73 2802 41 2761 67 41 2694 2670 2255 415 385 336 62 274 253 217 197 164 54 110
internal_count=3121 3097 3074 3049 93 63 2956 129 2827 103 73 2802 41 2761 67 41 2694 2670 2255 415 385 336 62 274 253 217 197 164 54 110
is_linear=0
shrinkage=0.1


Tree=4011
num_leaves=31
num_cat=0
split_feature=1429 156 11 0 1429 471 2 154 1429 43 3 13 3 160 0 457 0 4 4 151 51 150 150 16 3 157 51 3 1446 4
split_gain=2.64728e-06 6.35088e-06 2.97914e-06 1.03394e-05 4.2148e-06 3.18189e-06 1.76844e-05 2.82211e-06 3.60184e-06 2.56744e-05 3.72057e-06 1.40532e-05 1.28749e-05 1.49808e-05 1.26681e-05 1.24469e-05 1.2181e-05 9.83789e-06 1.21085e-05 1.99174e-05 7.91872e-06 8.96083e-06 1.6818e-05 6.7085e-06 1.68164e-05 1.7385e-05 4.12518e-05 1.16079e-05 1.28679e-05 2.84744e-05
threshold=-0.23752499999999996 0.32523500000000005 0.095720000000000013 0.024095000000000002 -0.10379499999999998 0.093375000000000014 0.10327000000000001 1.0000000180025095e-35 -0.026244999999999997 -0.073959999999999984 0.0051600000000000005 -0.16152999999999998 0.088060000000000013 0.10580000000000002 -0.18113999999999997 -0.06290999999999998 -0.064754999999999993 -0.062539999999999984 0.0049200000000000008 -0.064119999999999996 0.092545000000000016 0.12068000000000002 1.0000000180025095e-35 -0.0094449999999999968 -0.0080949999999999998 -0.086284999999999987 -0.084829999999999989 -0.013929999999999998 0.083715000000000026 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 7 -7 8 9 -6 11 -10 14 15 -12 -14 -16 -17 19 -19 21 22 -20 -13 25 26 -25 28 -27 -30
right_child=1 -3 3 -5 5 6 -8 -9 10 -11 12 23 13 -15 16 17 -18 18 20 -21 -22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=-3.4566267210969023e-05 4.0418796617394464e-05 5.6414313949062492e-05 7.0042834373734449e-06 -7.8933462533487258e-05 3.5125438363239581e-05 -4.1572428069360159e-05 8.2905979681527247e-05 3.4465246377966771e-05 -8.5160570397420083e-05 -8.6988747650387023e-05 0.00011079327163142374 2.6869669033628212e-06 7.2586689538394034e-05 -6.7637603782107675e-05 -8.8791062934919772e-06 3.0813955755804324e-05 8.5583951477019593e-05 1.0054569706664465e-05 8.4103772851882413e-08 -0.00012767314094941999 5.7098842493856364e-05 5.1870477645107633e-05 -9.2701674035803686e-05 -0.00017040590673786938 -9.1008884525460113e-05 -9.035475363646081e-06 6.8790604408215072e-06 5.9155720649262851e-05 0.00012732361020702544 -9.9776182072342966e-06
leaf_weight=22 26 20 42 21 36 21 25 23 20 33 21 1618 26 30 43 78 20 21 105 21 22 22 24 21 24 604 35 30 23 44
leaf_count=22 26 20 42 21 36 21 25 23 20 33 21 1618 26 30 43 78 20 21 105 21 22 22 24 21 24 604 35 30 23 44
internal_value=0 2.45385e-07 -1.19467e-07 -2.16416e-05 3.30101e-07 -1.84964e-08 2.60789e-05 -4.26268e-07 -7.01004e-07 -2.3277e-05 -1.54811e-07 -1.68293e-06 8.38216e-06 -7.75354e-08 4.35302e-05 6.27608e-06 2.11092e-05 3.91858e-07 -1.0645e-05 -5.88093e-05 1.04807e-06 -7.11827e-06 -1.71784e-05 -9.86988e-07 -8.59833e-06 -5.98558e-06 -5.96028e-05 -1.70232e-06 -4.42325e-06 3.71556e-05
internal_weight=0 3099 3079 63 3016 2990 46 2944 2921 69 2852 2419 433 349 84 319 63 293 215 42 173 151 129 2399 781 757 56 701 671 67
internal_count=3121 3099 3079 63 3016 2990 46 2944 2921 69 2852 2419 433 349 84 319 63 293 215 42 173 151 129 2399 781 757 56 701 671 67
is_linear=0
shrinkage=0.1


Tree=4012
num_leaves=31
num_cat=0
split_feature=156 472 33 479 479 483 158 50 480 1452 4 158 51 1453 1456 152 40 130 42 376 1132 159 13 158 12 12 42 12 2 52
split_gain=2.85035e-06 3.38933e-06 2.51914e-06 2.20778e-06 2.60461e-06 2.33353e-06 5.46277e-06 3.42183e-06 3.28005e-06 3.33909e-06 7.78678e-06 4.99367e-06 5.67267e-06 3.32386e-06 3.54416e-06 6.64214e-06 3.18455e-06 6.43758e-06 9.00113e-06 3.58435e-06 8.18696e-06 2.95565e-06 6.97118e-06 5.52024e-06 3.32554e-06 1.26127e-05 2.6624e-05 1.11859e-05 1.94665e-05 6.71544e-06
threshold=0.3248100000000001 -0.097514999999999977 -0.044254999999999996 0.10769500000000001 0.098035000000000011 -0.47356499999999996 0.13634500000000002 -0.47382999999999992 0.10344000000000002 0.096800000000000011 -0.026489999999999996 0.12212000000000002 -0.43587999999999999 1.0000000180025095e-35 0.11510000000000002 0.083250000000000018 -0.24452499999999996 -0.22699999999999995 0.15021500000000002 -0.083489999999999981 1.0000000180025095e-35 -0.47215999999999997 -0.080759999999999985 -0.46695499999999995 0.098150000000000015 0.10061500000000002 0.080840000000000009 0.096525000000000014 0.097385000000000013 0.10263500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7 9 11 -11 12 -9 14 15 16 -14 -18 19 20 -19 22 -21 -23 27 26 -26 -25 -29 -27
right_child=-2 2 3 -5 -6 6 -8 8 -10 10 -12 -13 13 -15 -16 -17 17 18 -20 21 -22 23 -24 24 25 29 -28 28 -30 -31
leaf_value=4.1293580865158218e-05 -3.5073466879902809e-05 3.3711429535866378e-05 -3.0605675361584876e-05 -2.3298021307443666e-05 3.5159333509952938e-05 3.9943623691908131e-05 5.216082472543349e-05 5.1190251939591364e-05 -3.2407680996016099e-05 2.2231022757339468e-05 -5.6135792647182825e-05 -4.8335471373797021e-05 3.9733360936224932e-05 3.4493829869981188e-05 3.7347749923355883e-05 -5.3988671009827399e-05 -5.6841467703634407e-05 -7.590935238113162e-05 5.7551429233205489e-05 -1.2539666601118041e-05 1.1572213818157174e-05 -4.4597841978039861e-05 6.9034273019497055e-05 3.1262010138521211e-07 -0.0001166587890656956 7.7569064413645505e-06 2.1596949640157758e-05 9.0603520730938837e-05 -2.566526515389948e-05 -2.6567243101357907e-05
leaf_weight=20 23 22 25 41 21 21 20 22 32 21 32 21 20 28 25 23 20 20 27 22 23 28 20 2124 30 228 26 36 24 76
leaf_count=20 23 22 25 41 21 21 20 22 32 21 32 21 20 28 25 23 20 20 27 22 23 28 20 2124 30 228 26 36 24 76
internal_value=0 2.60389e-07 -6.23391e-09 -2.48966e-07 6.44708e-08 -1.81686e-07 7.44949e-08 -2.78753e-07 -5.67233e-07 -2.15405e-07 -2.50848e-05 2.48218e-07 6.09755e-07 2.12336e-07 -1.33941e-07 -4.75056e-07 -2.32158e-08 -3.17273e-07 1.0392e-07 -4.79852e-07 -2.91169e-05 -8.77586e-09 2.63051e-05 -4.38473e-07 4.75577e-08 -8.85772e-06 -5.24686e-05 1.51546e-06 4.4096e-05 -8.24131e-07
internal_weight=0 3098 3078 3056 3015 2994 2969 2949 2928 2896 53 2843 2822 2800 2772 2747 2724 2704 2684 2657 43 2614 42 2572 2544 360 56 2184 60 304
internal_count=3121 3098 3078 3056 3015 2994 2969 2949 2928 2896 53 2843 2822 2800 2772 2747 2724 2704 2684 2657 43 2614 42 2572 2544 360 56 2184 60 304
is_linear=0
shrinkage=0.1


Tree=4013
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1210 2 1210 1209 402 403 0 1210 12 1210 42 130 40 12 12 2 12 43 0 12 4 401 391 1213 1213 1212 401
split_gain=2.39371e-06 5.84654e-06 5.94571e-06 3.72799e-06 2.72183e-05 4.17337e-06 5.35664e-06 3.89238e-06 3.20993e-06 1.52089e-05 3.81518e-06 2.0124e-05 6.95372e-06 6.20511e-06 3.4302e-06 4.3016e-06 3.32686e-06 2.66834e-05 3.24569e-05 2.11319e-05 2.88574e-05 2.07147e-05 1.41379e-05 2.39784e-05 1.04548e-05 2.05625e-05 9.94529e-06 1.90234e-05 1.28587e-05 1.2628e-05
threshold=0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.094799999999999982 0.084755000000000011 -0.085329999999999975 -0.087714999999999987 0.13775000000000001 -0.5341999999999999 -0.086409999999999987 -0.064344999999999999 0.087285000000000015 -0.047399999999999991 -0.074124999999999983 -0.23123999999999997 -0.24290999999999999 0.09141500000000001 0.090165000000000009 0.073895000000000002 0.091930000000000012 -0.032879999999999993 -0.080119999999999983 0.089570000000000025 -0.080584999999999976 0.10632500000000002 -0.081179999999999988 0.12389500000000002 0.0036000000000000003 -0.073259999999999978 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 8 9 -8 11 -10 -12 -13 -14 -16 17 22 -19 20 -18 -20 24 -24 25 -17 27 28 -21 -30
right_child=-2 -3 -4 5 -6 6 7 -9 10 -11 12 13 14 -15 15 16 19 18 21 26 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00011928727563372377 -2.8596316932917351e-05 4.2790383963620117e-05 -5.3203457623783918e-05 -3.8715150442872723e-05 -2.6211222050025956e-05 5.0399642904743646e-05 -8.9771966304397221e-05 -4.3184129372959786e-05 0.000108251643141557 3.3552464446984236e-05 -5.3757382283947669e-05 3.2709180395613657e-05 4.0564582524807308e-05 -3.9199982941984983e-05 -4.6212935153562291e-05 -9.1951104703184695e-05 8.422538434160742e-06 -0.0001280102086740145 2.6309004742676949e-05 -6.6669481730759106e-05 0.00016154559689312011 -9.3154410708285438e-05 -3.3666272991633211e-05 9.8166670068167153e-05 5.1106478502716578e-05 -5.8390631678301247e-07 5.701344037025856e-05 -8.0201341248100334e-05 7.9512443599841478e-05 2.5339667086441031e-06
leaf_weight=20 29 32 21 28 36 21 20 21 20 20 24 20 21 30 20 25 32 36 47 26 20 21 22 37 38 1672 31 29 22 680
leaf_count=20 29 32 21 28 36 21 20 21 20 20 24 20 21 30 20 25 32 36 47 26 20 21 22 37 38 1672 31 29 22 680
internal_value=0 2.68203e-07 -1.76473e-07 1.89952e-07 2.57525e-05 -2.89935e-07 7.41617e-08 -2.86041e-07 2.32138e-08 -2.81098e-05 4.14901e-07 2.34745e-05 -1.60972e-07 -1.04363e-05 3.01897e-07 -4.67154e-09 3.32861e-07 -1.98609e-06 -5.12316e-05 5.57259e-06 6.7316e-05 -1.05841e-05 8.68721e-07 4.90086e-05 -7.68313e-07 -1.92992e-06 1.49815e-06 -7.75263e-07 2.38869e-06 4.9464e-06
internal_weight=0 3092 3060 3039 56 2983 2955 2934 2913 40 2873 70 2803 50 2779 2758 2738 1898 104 840 52 68 1794 59 1735 1697 788 757 728 702
internal_count=3121 3092 3060 3039 56 2983 2955 2934 2913 40 2873 70 2803 50 2779 2758 2738 1898 104 840 52 68 1794 59 1735 1697 788 757 728 702
is_linear=0
shrinkage=0.1


Tree=4014
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 157 13 157 157 2 12 52 157 481 481 481 403 43 403 403 1210 1210 1210 1210 1213 1210 1205 1210 1210 1209 403
split_gain=2.48523e-06 5.27778e-06 3.37365e-06 4.92548e-06 2.6619e-06 1.79208e-05 1.74849e-05 8.42794e-06 7.74855e-06 8.14001e-06 1.08145e-05 5.28252e-06 2.75634e-06 7.55309e-06 1.26791e-05 9.54331e-06 1.6682e-05 7.93436e-06 6.93296e-06 4.13631e-06 4.01894e-06 3.32834e-06 4.2877e-06 1.37799e-05 4.5638e-06 5.24021e-06 4.51036e-06 5.43876e-06 6.14692e-06 3.47848e-06
threshold=-0.38234499999999999 -0.23587499999999997 -0.089414999999999981 -0.069929999999999978 -0.087424999999999989 -0.085384999999999975 -0.086394999999999986 -0.085474999999999982 0.10402500000000002 0.089625000000000024 -0.013374999999999998 -0.083699999999999983 -0.15265499999999996 -0.087644999999999987 -0.086354999999999987 -0.5492149999999999 -0.041739999999999992 -0.5425549999999999 -0.5335399999999999 -0.3960249999999999 -0.094799999999999982 -0.085329999999999975 -0.077744999999999995 -0.080279999999999976 -0.064799999999999983 1.0000000180025095e-35 -0.047399999999999991 -0.00092999999999999995 0.091045000000000001 0.62200000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6 -8 9 10 -7 -9 -13 -14 -15 16 -16 -17 -19 -20 -21 -22 23 -23 -24 26 -26 -28 29 -29
right_child=1 2 3 4 6 8 7 11 -10 -11 -12 12 13 14 15 17 -18 18 19 20 21 22 24 -25 25 -27 27 28 -30 -31
leaf_value=-3.2055427497349841e-05 4.7973088753085749e-05 -2.9333032564001119e-05 3.6043263801394988e-05 -7.4554599005851856e-05 8.3745569645543591e-05 5.0854134315159174e-06 -5.9260384053535148e-05 5.1461369803291743e-05 -3.2600877774016497e-05 -1.5095000417204576e-05 0.00010434117644936557 -2.8002031179182399e-05 4.7792485543830097e-05 -7.9666414239909511e-05 -1.6768949782479986e-05 -6.3255509012378745e-05 0.00010783649816982108 5.8621612934075531e-05 -4.4682370367982441e-05 3.5668037983874284e-05 -3.484363637003948e-05 -1.3225748943656776e-05 -4.3276331183733422e-05 9.3240465328108262e-05 -4.8055558518171897e-05 4.940599662534494e-05 4.1942545455337194e-05 4.3091501809941463e-08 -4.5882839403930118e-05 -3.9907251067978164e-05
leaf_weight=24 23 39 38 36 25 23 24 20 34 30 21 35 33 20 21 20 22 20 21 31 28 31 25 20 20 21 30 2334 30 22
leaf_count=24 23 39 38 36 25 23 24 20 34 30 21 35 33 20 21 20 22 20 21 31 28 31 25 20 20 21 30 2334 30 22
internal_value=0 2.48418e-07 -1.08663e-07 2.66872e-07 -1.86749e-07 -1.34522e-05 4.828e-07 -2.53257e-07 6.91527e-06 2.50713e-05 5.24575e-05 2.51797e-07 -1.16088e-07 2.38954e-07 -3.38832e-07 2.49651e-07 4.69827e-05 -5.07801e-07 -3.11756e-08 -4.80106e-07 -1.21986e-07 -5.55212e-07 -1.76184e-07 2.85257e-05 -7.65949e-07 -3.33406e-07 -7.62194e-07 -3.70692e-07 -9.02711e-07 -3.29959e-07
internal_weight=0 3097 3074 3035 2997 144 2853 2828 108 74 44 2804 2784 2749 2716 2696 43 2653 2633 2613 2592 2561 2533 51 2482 2457 2436 2416 2386 2356
internal_count=3121 3097 3074 3035 2997 144 2853 2828 108 74 44 2804 2784 2749 2716 2696 43 2653 2633 2613 2592 2561 2533 51 2482 2457 2436 2416 2386 2356
is_linear=0
shrinkage=0.1


Tree=4015
num_leaves=31
num_cat=0
split_feature=1429 156 11 52 1425 1428 474 156 1428 1375 457 1348 13 42 133 2 42 2 42 1209 3 402 16 16 13 0 42 1209 15 1212
split_gain=3.02495e-06 6.31685e-06 2.55264e-06 6.8914e-06 4.40131e-06 3.27437e-06 8.47719e-06 2.76753e-06 3.1312e-06 2.83358e-06 3.78213e-06 5.56377e-06 4.36207e-06 2.64233e-06 1.28531e-05 7.20974e-06 5.32622e-06 1.29678e-05 3.30517e-06 1.03308e-05 3.83135e-05 7.37648e-06 7.69833e-06 6.98924e-06 5.43201e-06 4.97104e-06 8.30932e-06 4.79129e-06 4.45878e-06 4.20262e-06
threshold=-0.23752499999999996 0.32523500000000005 0.097680000000000017 -0.090859999999999982 0.095135000000000011 -0.071779999999999997 -0.25711499999999993 0.12734000000000004 0.087445000000000009 -0.42089999999999994 0.11612500000000002 -0.047944999999999995 -0.081224999999999978 -0.16797499999999996 0.089595000000000022 0.097385000000000013 -0.14609499999999997 0.083995000000000014 -0.088934999999999986 -0.087714999999999987 -0.081644999999999981 0.095010000000000025 -0.096824999999999981 -0.081779999999999978 0.17001000000000002 -0.080604999999999996 -0.09693499999999998 -0.074484999999999982 0.084370000000000014 -0.089544999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -7 8 9 -8 11 -11 -12 14 15 -13 17 -15 21 20 -20 22 -18 -24 25 28 -27 -21 -25 -29
right_child=1 -3 3 -5 -6 6 7 -9 -10 10 12 13 -14 16 -16 -17 18 -19 19 27 -22 -23 23 24 -26 26 -28 29 -30 -31
leaf_value=-3.6949734931113201e-05 -3.6892222419737669e-05 5.6280526114278469e-05 -6.7902013252023612e-05 8.4003206242853384e-06 3.9728117150973834e-05 6.0668372695901148e-05 -3.3915091742528603e-05 -3.7350585307649455e-05 2.8881705455549656e-05 -5.3090663050170407e-05 -2.5907634699251507e-06 -2.3017271933142562e-05 6.3455233953391146e-05 9.3525041702378079e-05 -7.4231981071298597e-05 5.1078460758920609e-05 4.3884886066994762e-05 -2.0351230205051252e-05 0.00014317582906435498 -4.1111176584048998e-05 -3.9523892761887211e-05 -5.8723642121486625e-05 -5.0557850040365195e-05 6.1250733764950382e-06 -4.9089770497327362e-05 3.6777894899347778e-05 -3.7392388061231366e-05 1.9961327968801172e-05 6.6314440100541109e-05 -4.0830640316689133e-07
leaf_weight=22 24 20 20 29 28 23 25 20 37 20 20 29 20 20 27 24 28 20 22 28 24 29 38 32 21 23 44 106 20 2278
leaf_count=22 24 20 20 29 28 23 25 20 37 20 20 29 20 20 27 24 28 20 22 28 24 29 38 32 21 23 44 106 20 2278
internal_value=0 2.62316e-07 -1.01557e-07 -2.27435e-05 2.646e-07 -1.03481e-07 1.93003e-07 -2.77702e-07 -2.50757e-08 -3.94141e-07 -1.02451e-07 -5.3358e-07 3.04322e-05 -1.59907e-07 -1.80735e-05 1.05355e-05 3.64457e-07 3.65869e-05 -1.73566e-07 9.09667e-07 4.78542e-05 -1.15037e-05 -4.85626e-06 -1.25234e-05 -2.19977e-06 6.07494e-06 -1.19309e-05 1.43722e-08 2.92748e-05 4.9739e-07
internal_weight=0 3099 3079 49 3030 3002 2978 2955 2935 2898 2873 2833 40 2813 80 53 2733 40 2693 2458 46 235 206 178 140 119 67 2412 52 2384
internal_count=3121 3099 3079 49 3030 3002 2978 2955 2935 2898 2873 2833 40 2813 80 53 2733 40 2693 2458 46 235 206 178 140 119 67 2412 52 2384
is_linear=0
shrinkage=0.1


Tree=4016
num_leaves=31
num_cat=0
split_feature=156 156 132 1185 132 50 483 483 158 482 3 1 482 483 482 12 50 133 3 43 474 0 1429 148 447 46 46 121 484 475
split_gain=2.68868e-06 3.26627e-06 2.12357e-06 1.5464e-05 6.98881e-06 4.53317e-06 2.1345e-06 4.79941e-06 4.06852e-06 5.13442e-06 2.52542e-05 1.96313e-05 1.4209e-05 1.82402e-05 1.06574e-05 4.50689e-06 3.44412e-06 1.50775e-05 1.68818e-05 9.83173e-06 3.73122e-06 6.72612e-06 3.84295e-06 3.22259e-06 4.50025e-06 2.9173e-06 5.28284e-06 3.28248e-06 2.86258e-06 2.44635e-05
threshold=0.3248100000000001 0.14862 -0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 0.13726000000000002 0.12325000000000001 -0.47356499999999996 0.098465000000000011 -0.074479999999999977 0.16540500000000002 0.089745000000000005 0.086010000000000017 0.087870000000000018 0.08815000000000002 -0.099524999999999988 0.090665000000000009 -0.078084999999999988 -0.064334999999999989 -0.10891999999999999 -0.068189999999999987 0.11023000000000001 -0.10069499999999999 0.093530000000000016 0.10123000000000001 1.0000000180025095e-35 -0.078059999999999977 0.085845000000000019 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 8 -5 11 15 12 14 -14 16 -11 17 18 -10 -20 21 -18 23 -22 25 26 27 -25 -29 -30
right_child=-2 -3 3 6 -6 -7 -8 -9 9 10 -12 -13 13 -15 -16 -17 20 -19 19 -21 22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=2.3959605024000893e-06 -3.4064312564188857e-05 3.955715323432482e-05 8.621377582173972e-05 4.2152600666589065e-05 -6.2933243692565492e-05 -4.1660652931130716e-05 3.1846821989997159e-05 -4.0624507493766001e-05 -6.765003812948376e-05 -2.3384972709685654e-05 -0.0001217108583659865 9.4686089985109663e-05 5.0452487957954873e-06 -0.00011835085096327416 7.01295767033695e-05 3.7899157132414987e-05 -7.0076437120968922e-05 7.6463752767238249e-05 7.4829332046040997e-05 -2.0104441628063799e-05 2.9326336679284736e-05 9.9599804906618035e-06 -3.6185578749703794e-05 -3.8869450855556702e-05 -4.311006523494143e-05 3.3094066862691699e-05 -4.9896223659050601e-05 -1.957587930842709e-07 0.00010476522152021063 -1.6490080393409643e-06
leaf_weight=173 23 21 21 23 22 27 21 29 28 21 20 22 25 23 22 28 21 31 24 20 38 21 29 21 24 27 21 2111 25 159
leaf_count=173 23 21 21 23 22 27 21 29 28 21 20 22 25 23 22 28 21 31 24 20 38 21 29 21 24 27 21 2111 25 159
internal_value=0 2.52892e-07 -1.53528e-08 7.17207e-07 -9.43634e-06 -3.55168e-06 8.3676e-08 -1.53447e-07 2.68127e-07 -8.0784e-08 -2.70163e-05 6.09614e-07 -1.65548e-07 -5.4082e-05 8.21482e-07 1.16345e-05 2.35029e-07 1.81552e-05 -6.9498e-06 3.16776e-05 -5.04171e-07 -3.00582e-05 1.43769e-09 4.34011e-07 -2.57494e-08 4.11655e-07 3.4066e-08 4.86802e-07 8.46924e-07 1.28094e-05
internal_weight=0 3098 3077 2855 222 200 2834 2813 2784 2761 69 2692 2670 48 2622 49 2600 103 72 44 2497 42 2455 2426 2388 2364 2337 2316 2295 184
internal_count=3121 3098 3077 2855 222 200 2834 2813 2784 2761 69 2692 2670 48 2622 49 2600 103 72 44 2497 42 2455 2426 2388 2364 2337 2316 2295 184
is_linear=0
shrinkage=0.1


Tree=4017
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 47 47 45 11 33 47 47 3 47 47 1 13 43 12 148 447 147 51 2 2 49 0 12 0 12
split_gain=2.4184e-06 6.42098e-05 3.63892e-05 1.35339e-05 3.05091e-06 2.29218e-06 2.57875e-06 4.72956e-06 1.40395e-05 6.493e-06 3.60806e-06 5.43557e-06 3.1924e-05 1.7437e-05 1.29651e-05 2.51182e-05 4.63741e-06 5.85927e-06 9.66273e-06 4.33942e-06 5.22572e-06 3.18148e-06 2.86903e-06 7.12462e-06 1.13983e-05 7.73525e-06 1.91413e-05 5.92215e-06 6.67671e-06 4.85292e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.050879999999999988 0.14397500000000002 0.13148500000000005 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.12119500000000001 0.094160000000000008 -0.0049599999999999991 0.097970000000000015 0.089640000000000011 0.093575000000000019 -0.016469999999999995 -0.077824999999999991 0.090455000000000021 -0.10069499999999999 0.094580000000000011 0.091385000000000008 0.10027500000000002 0.093320000000000014 0.089775000000000008 -0.043469999999999995 -0.087974999999999984 0.091545000000000015 -0.074229999999999977 0.08598500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 7 8 -6 -10 11 14 13 -13 19 -16 17 18 -15 -11 21 22 -21 24 29 -25 -27 -28 -29 -24
right_child=2 -3 4 -5 5 -7 -8 -9 9 10 -12 12 -14 16 15 -17 -18 -19 -20 20 -22 -23 23 25 -26 26 27 28 -30 -31
leaf_value=1.2625607887253211e-06 -0.00012888639784333381 0.00017639835975950563 3.4314364192001593e-05 -8.5497254858637474e-05 7.3306937422155613e-05 -3.3012944619431871e-05 2.5358170441904809e-05 -4.4414542639970025e-05 -4.9320808924406906e-05 3.6659066881838957e-05 -3.1938406911129803e-05 -8.674089894200387e-05 0.00010774621555356135 -6.6656618400884328e-06 -0.00013656250418534911 2.192468418797944e-05 5.0156233097368392e-05 -3.1936695423235721e-05 7.1903897079882091e-05 -1.4422370108280591e-06 -4.4156104976772679e-05 2.8413008698034667e-05 -2.817707600548775e-05 4.0601331935855951e-05 9.2264291121561356e-05 -0.00010452000524651338 -3.3865040488308298e-05 -1.4946589032082227e-05 5.9267467737232369e-05 3.4501127817444895e-05
leaf_weight=178 22 21 26 20 26 21 40 24 27 32 35 21 32 49 20 20 25 34 23 2160 27 39 21 30 24 20 25 22 27 30
leaf_count=178 22 21 26 20 26 21 40 24 27 32 35 21 32 49 20 20 25 34 23 2160 27 39 21 30 24 20 25 22 27 30
internal_value=0 1.01331e-05 -7.64691e-07 -7.50106e-06 2.14016e-07 -9.66385e-08 1.47358e-07 -2.13699e-07 1.69407e-07 -5.2384e-07 -3.87448e-08 3.777e-07 1.69649e-05 -2.1469e-06 -8.44588e-07 -5.73189e-05 1.1414e-05 2.27665e-06 1.84329e-05 7.48146e-08 -4.07947e-07 8.46306e-08 -3.83706e-07 1.11059e-05 3.54354e-05 -3.60959e-06 -1.77195e-05 5.74014e-06 2.59469e-05 8.69246e-06
internal_weight=0 219 2902 198 2880 2854 2833 2793 2769 2743 2716 2681 184 152 2497 40 131 106 72 2457 2425 2398 2359 199 75 124 94 74 49 51
internal_count=3121 219 2902 198 2880 2854 2833 2793 2769 2743 2716 2681 184 152 2497 40 131 106 72 2457 2425 2398 2359 199 75 124 94 74 49 51
is_linear=0
shrinkage=0.1


Tree=4018
num_leaves=31
num_cat=0
split_feature=33 11 472 1429 156 51 1425 47 47 47 2 13 0 47 43 133 393 0 15 15 49 15 133 484 49 0 15 4 15 52
split_gain=2.43831e-06 2.73593e-06 2.35338e-06 5.26398e-06 2.84014e-06 9.29611e-06 2.67311e-06 2.44753e-06 1.83903e-05 1.48173e-05 4.42926e-06 7.8844e-06 2.18637e-05 6.87366e-06 6.86382e-06 6.02798e-06 3.64975e-06 3.64084e-06 2.93797e-06 1.01917e-05 1.34339e-05 8.45207e-06 1.50701e-05 1.51361e-05 1.69711e-05 1.93583e-05 7.80226e-06 2.41341e-05 1.09973e-05 7.54075e-06
threshold=-0.044254999999999996 -1.0000000180025095e-35 -0.38234499999999999 -0.23587499999999997 0.12734000000000004 -0.093639999999999987 0.08789000000000001 0.092165000000000011 0.096475000000000019 0.090100000000000013 0.10402500000000002 -0.016469999999999995 -0.094654999999999975 0.11370000000000001 -0.065269999999999981 -0.010614999999999998 0.12679500000000002 -0.24955499999999997 -0.11033999999999998 -0.096999999999999989 0.097940000000000013 -0.09095499999999998 0.08653000000000001 -0.080549999999999983 -0.081604999999999997 -0.093039999999999984 -0.088429999999999995 -0.0016099999999999997 -0.087894999999999987 -0.069804999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 9 -9 16 11 15 -13 -12 -14 -10 17 -5 -19 20 29 22 23 -21 -25 -26 27 -23 -28 -20
right_child=1 2 3 4 5 -7 -8 8 10 -11 13 12 14 -15 -16 -17 -18 18 19 21 -22 26 -24 24 25 -27 28 -29 -30 -31
leaf_value=3.3173924219392413e-05 -3.3867980346258267e-05 -3.1164675844289985e-05 4.7931919613367192e-05 3.5856664804409124e-05 2.1133373922479916e-05 -7.2959330108936962e-05 3.4233411157480948e-05 -7.4542670513069064e-05 -5.6725761005509419e-05 8.6768533528811537e-05 -6.9937303251208505e-05 0.00011809925035777269 -4.0092044658498099e-05 -3.2464990280298961e-06 3.4068980886121817e-05 2.9566273045392421e-06 3.7646668967611806e-05 8.6448972592373297e-06 3.053082550271332e-05 -2.5609905249439179e-05 -0.00010562869138084353 -9.5262479293095945e-05 -3.3460865997767543e-05 -8.9746820593894014e-06 0.00015642457443531245 3.9419671326956431e-05 7.1110995313141586e-05 2.2220157400928053e-05 -1.645676046047859e-06 -4.3620804240163126e-05
leaf_weight=22 24 24 23 28 21 21 23 37 20 20 20 22 24 68 26 110 26 315 24 25 21 34 35 23 26 31 21 36 1939 32
leaf_count=22 24 24 23 28 21 21 23 37 20 20 20 22 24 68 26 110 26 315 24 25 21 34 35 23 26 31 21 36 1939 32
internal_value=0 -2.35504e-07 2.69934e-08 2.72356e-07 -8.96556e-08 -2.5913e-05 2.73566e-07 9.9559e-09 -8.15017e-06 1.02223e-06 3.20599e-07 8.47763e-06 3.50246e-05 -1.84035e-05 -1.52831e-06 -6.22528e-06 3.6668e-07 -7.55971e-09 -3.99518e-07 -1.66743e-06 -3.74198e-05 -3.98793e-07 2.33661e-05 4.23084e-05 6.35329e-05 9.27903e-05 -2.03775e-06 -3.48428e-05 -8.6614e-07 -1.18415e-05
internal_weight=0 3099 3075 3051 3028 42 2986 2963 327 2636 290 202 72 88 50 130 2616 2590 2562 2247 77 2170 140 105 80 57 2030 70 1960 56
internal_count=3121 3099 3075 3051 3028 42 2986 2963 327 2636 290 202 72 88 50 130 2616 2590 2562 2247 77 2170 140 105 80 57 2030 70 1960 56
is_linear=0
shrinkage=0.1


Tree=4019
num_leaves=31
num_cat=0
split_feature=1429 156 16 43 16 156 157 471 52 2 132 132 1 16 0 52 12 15 13 42 16 12 159 159 484 160 3 16 2 159
split_gain=2.8709e-06 6.29473e-06 2.31465e-06 5.48259e-06 3.92471e-06 3.41303e-06 3.08845e-06 2.92209e-06 2.89639e-06 5.78009e-06 2.52824e-06 1.10583e-05 1.27482e-05 5.72666e-06 1.01242e-05 1.24147e-05 9.61577e-06 1.57024e-05 7.80726e-06 5.50645e-06 3.7994e-06 6.88084e-06 3.53859e-06 1.76699e-05 2.33503e-05 2.55183e-05 4.24799e-05 1.56031e-05 7.30538e-06 7.06068e-06
threshold=-0.23752499999999996 0.32523500000000005 0.63636000000000015 -0.04890499999999999 0.62925500000000012 0.12734000000000004 0.23903500000000003 0.094575000000000006 -0.56176499999999996 0.095545000000000005 0.089365000000000014 0.082230000000000011 1.0000000180025095e-35 -0.083134999999999987 -0.080604999999999996 -0.0087299999999999982 0.085195000000000007 -0.089549999999999991 -0.0097949999999999982 -0.088934999999999986 0.5136400000000001 0.095175000000000023 0.108225 0.11084000000000001 0.090535000000000018 -0.016279999999999996 -0.034684999999999994 0.029300000000000003 0.089725000000000013 0.10668000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 9 -2 11 20 -13 16 15 -15 -12 -18 -16 -20 22 -22 29 -24 25 26 -25 28 -27 -10
right_child=1 -3 3 -5 -6 -7 -8 -9 10 -11 13 12 -14 14 18 -17 17 -19 19 -21 21 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=-3.5996597778814085e-05 -9.0662841103039689e-06 5.6175583667936733e-05 1.2707306692997615e-05 -5.9552713498435751e-05 3.8170914289097443e-05 -3.3686713553227799e-05 3.387973444693705e-05 -3.0149977885685078e-05 -1.0948634252418162e-07 6.5212640984100296e-05 2.6501297437183288e-05 -0.00010234041841138842 8.1968860831693753e-07 1.5650960483105371e-05 4.1108070696569299e-05 0.00011960000763792777 1.6293770619085991e-05 -9.5786281148320995e-05 -4.9584726288490603e-05 7.1431846539450234e-06 1.2081840170486387e-05 -6.7090523889814718e-05 0.00010264563141390681 0.00016778152703045637 -7.9545886561557415e-05 -2.8043783502306764e-05 -2.7748251013690606e-05 -8.785724030098035e-05 5.1256378775668476e-05 -5.7024735865111739e-05
leaf_weight=22 22 20 21 21 27 30 27 32 2358 20 39 23 25 27 38 20 25 25 28 44 21 23 20 25 28 21 20 21 26 22
leaf_count=22 22 20 21 21 27 30 27 32 2358 20 39 23 25 27 38 20 25 25 28 44 21 23 20 25 28 21 20 21 26 22
internal_value=0 2.55534e-07 -1.07701e-07 -2.34227e-05 2.14732e-07 -1.25739e-07 2.12123e-07 -9.57077e-08 2.33541e-07 2.63046e-05 -1.46794e-07 -1.05259e-06 -4.86112e-05 9.54816e-06 2.10357e-05 5.98846e-05 -1.07164e-05 -3.97463e-05 4.43668e-06 -1.49177e-05 -1.6949e-07 -2.93037e-05 3.34999e-07 1.46829e-05 2.20591e-06 2.2463e-05 8.08794e-05 -1.61949e-05 1.58244e-05 -6.35594e-07
internal_weight=0 3099 3079 42 3037 3010 2980 2953 2921 42 2879 2633 48 246 157 47 89 50 110 72 2585 44 2541 161 141 113 45 68 47 2380
internal_count=3121 3099 3079 42 3037 3010 2980 2953 2921 42 2879 2633 48 246 157 47 89 50 110 72 2585 44 2541 161 141 113 45 68 47 2380
is_linear=0
shrinkage=0.1


Tree=4020
num_leaves=31
num_cat=0
split_feature=472 1429 1429 132 1185 1203 483 484 484 42 51 3 1 157 484 482 12 159 1456 43 1455 52 13 13 4 4 13 2 13 13
split_gain=2.63092e-06 4.88746e-06 2.71488e-06 2.22677e-06 1.61152e-05 1.00116e-05 2.12844e-06 4.12965e-06 4.14462e-06 1.41286e-05 4.80962e-05 1.93013e-05 3.31739e-05 1.22326e-05 1.09308e-05 1.06082e-05 1.40347e-05 5.53538e-06 5.32937e-06 9.67551e-06 7.50008e-06 4.34522e-06 3.35405e-06 3.79775e-06 1.2696e-05 2.16132e-05 6.94087e-06 1.71127e-05 1.14352e-05 1.02692e-05
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.13726000000000002 0.18587500000000004 0.086135000000000017 0.083715000000000026 -0.085384999999999989 -0.094874999999999987 0.084165000000000004 -0.08266999999999998 0.085435000000000025 0.089745000000000005 0.08598500000000002 0.10407500000000001 -0.090954999999999994 -0.013024999999999998 -0.090354999999999977 0.12354000000000001 -0.53104499999999988 -0.13710499999999998 -0.0096849999999999974 -0.081114999999999979 -0.10278499999999999 0.087955000000000019 -0.097984999999999989 -0.096404999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 8 14 11 -11 -10 -13 -12 18 16 21 -14 19 -6 -20 -15 -22 24 25 -24 27 -25 -28 -30
right_child=1 2 3 4 6 -7 -8 -9 9 10 13 12 17 15 -16 -17 -18 -19 20 -21 22 -23 23 26 -26 -27 28 -29 29 -31
leaf_value=-3.2981636953384928e-05 4.6181608037010807e-05 -3.2907537875871645e-05 -1.5003424140040189e-06 8.8206382739978534e-05 3.8722322994632833e-06 -6.6555436394453318e-05 3.1995731634586785e-05 -3.1079895182171769e-05 5.2585305972741025e-05 0.00017416576915171131 -5.786498410987985e-05 -0.00014716703472004156 -3.2458491971608187e-05 4.4788227630003048e-05 -6.0680738097289581e-05 -3.3758015838843262e-05 0.00011354814376404864 2.9364244134436986e-05 5.8846688493345437e-05 -8.4039754472628591e-05 3.3995211135240017e-05 -2.0340591929652875e-05 -1.0516202359212912e-05 -2.5354478301861406e-05 6.5118895208875503e-06 -0.00012945647633221764 -7.0010901602116698e-05 9.5573566526581995e-05 7.0463951782412127e-05 1.8513694368027355e-07
leaf_weight=24 23 25 191 21 31 27 21 42 32 21 22 21 28 21 30 22 21 30 22 21 29 20 50 22 117 22 23 25 21 2096
leaf_count=24 23 25 191 21 31 27 21 42 32 21 22 21 28 21 30 22 21 30 22 21 29 20 50 22 117 22 23 25 21 2096
internal_value=0 2.55584e-07 -8.80398e-08 1.81061e-07 9.30984e-07 -9.55762e-06 2.78748e-07 3.99326e-08 5.15736e-07 1.31275e-05 3.59057e-05 -1.29341e-05 -3.94736e-05 8.51458e-06 -6.80594e-07 2.58997e-05 4.70686e-05 -4.81215e-07 4.55067e-08 -3.16307e-05 7.24189e-07 1.30181e-05 1.92507e-07 -2.20068e-07 -1.38199e-05 -4.68591e-05 9.55226e-07 3.89689e-05 1.20345e-07 8.82282e-07
internal_weight=0 3097 3074 3049 2831 218 2810 2789 2747 238 127 111 79 106 2509 84 62 58 2479 52 2427 41 2405 2376 189 72 2187 47 2140 2117
internal_count=3121 3097 3074 3049 2831 218 2810 2789 2747 238 127 111 79 106 2509 84 62 58 2479 52 2427 41 2405 2376 189 72 2187 47 2140 2117
is_linear=0
shrinkage=0.1


Tree=4021
num_leaves=31
num_cat=0
split_feature=1429 156 132 50 1185 1203 132 1429 474 1429 157 484 157 1371 160 160 2 474 151 148 447 45 11 33 1 1 1 12 1 12
split_gain=2.97692e-06 5.69728e-06 2.60297e-06 6.5498e-05 3.49584e-05 1.39667e-05 2.2718e-06 2.18926e-06 5.12568e-06 2.89858e-06 2.01444e-06 1.70029e-05 1.28637e-05 7.91639e-06 1.68018e-05 6.33462e-06 1.22005e-05 1.54026e-05 5.04889e-06 4.02476e-06 4.30269e-06 4.02506e-06 1.32089e-05 5.91157e-06 3.52952e-06 4.93649e-05 4.78126e-05 0.000127059 1.39472e-05 2.77717e-05
threshold=-0.23752499999999996 0.32523500000000005 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.050879999999999988 -0.089414999999999981 0.037915000000000011 -0.069929999999999978 -0.087424999999999989 0.085790000000000019 -0.086394999999999986 0.083235000000000017 -0.080934999999999993 -0.090764999999999985 0.10402500000000002 0.079590000000000008 -0.54279999999999984 -0.10069499999999999 0.094580000000000011 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.09253500000000002 0.091785000000000019 0.094090000000000021 0.090995000000000006 0.095950000000000021 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -6 8 -8 -9 11 15 -12 18 -15 -11 17 -17 -14 -20 21 22 -21 -24 25 -25 27 -26 29 -28
right_child=1 -3 4 -5 6 -7 7 9 -10 10 12 -13 13 14 -16 16 -18 -19 19 20 -22 -23 23 24 26 -27 28 -29 -30 -31
leaf_value=-3.6655263168292802e-05 1.919191496805676e-06 5.3460373237612657e-05 -0.00012645682304123924 0.00018289970560999791 2.9510730046940107e-05 -8.6242309262161146e-05 1.310700919930241e-05 2.7223811654645641e-05 -5.762940425137501e-05 -3.4102421199456918e-05 7.1781783684855328e-05 -9.7273097380821128e-05 5.0453191979613623e-05 -0.0001094840125006158 1.8585294586024424e-05 4.4999730534706921e-07 -3.5677324106880661e-05 0.00010705326523115535 3.9149497864015687e-05 7.2829644603189081e-05 -3.8693433766482114e-05 -3.5181777036541462e-05 -4.6764012464943033e-05 -1.2132601541731401e-07 0.0002884098170657775 -0.00014172439902904445 -0.00012593063469103073 -3.0166251928031058e-05 2.9508438136980447e-06 2.6330030631589069e-05
leaf_weight=22 177 20 22 20 26 20 20 39 21 34 25 20 20 20 21 33 29 23 26 25 29 32 27 1616 21 25 25 31 629 23
leaf_count=22 177 20 22 20 26 20 20 39 21 34 25 20 20 20 21 33 29 23 26 25 29 32 27 1616 21 25 25 31 629 23
internal_value=0 2.60213e-07 -8.53553e-08 1.04739e-05 -8.85973e-07 -7.03121e-06 8.67593e-08 -1.85104e-07 -2.31238e-05 1.54055e-07 -2.3209e-07 -1.19605e-05 3.96138e-07 -2.98275e-07 -4.38875e-05 2.37773e-06 1.69698e-05 4.42335e-05 4.08392e-07 9.46927e-09 -4.00374e-07 5.2152e-08 5.1767e-07 -2.36522e-07 2.93538e-07 -2.27859e-06 6.08348e-06 9.84895e-05 -1.01417e-06 -5.29724e-05
internal_weight=0 3099 3079 217 2862 197 2840 2814 41 2773 2734 139 2595 2570 41 119 85 56 2529 2509 2483 2454 2422 2397 2370 1641 729 52 677 48
internal_count=3121 3099 3079 217 2862 197 2840 2814 41 2773 2734 139 2595 2570 41 119 85 56 2529 2509 2483 2454 2422 2397 2370 1641 729 52 677 48
is_linear=0
shrinkage=0.1


Tree=4022
num_leaves=31
num_cat=0
split_feature=472 474 33 11 132 1185 1203 398 0 52 2 2 0 399 403 4 12 16 0 0 133 403 4 129 1184 1213 403 2 1212 402
split_gain=2.75421e-06 4.99304e-06 2.26027e-06 3.37445e-06 2.1323e-06 1.7633e-05 6.22901e-06 2.2434e-06 5.14425e-06 4.08906e-06 6.01622e-06 3.41087e-06 2.61599e-06 3.27719e-06 2.04349e-06 7.08109e-06 9.67367e-06 1.73043e-05 9.82191e-06 1.32334e-05 8.82571e-06 1.15338e-05 7.80137e-06 5.32535e-06 5.58252e-06 4.33714e-06 3.98482e-06 1.6317e-05 4.44274e-06 5.42032e-06
threshold=-0.38234499999999999 0.12103000000000001 -0.044254999999999996 -1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10586000000000002 -0.098289999999999975 0.10347000000000002 0.097385000000000013 0.088555000000000009 -0.087084999999999982 0.088190000000000018 0.072365000000000027 -0.090289999999999981 0.093765000000000015 -0.077589999999999978 -0.085134999999999975 -0.088099999999999984 -0.093189999999999981 0.104315 -0.079164999999999985 -0.077709999999999987 0.084515000000000021 -0.22748999999999997 0.022375000000000003 0.08542000000000001 0.12349500000000001 0.094750000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 8 -5 10 11 12 -10 -14 23 -16 18 -18 19 20 21 -17 -20 -7 26 -19 28 -28 29 -25
right_child=1 -3 3 4 5 14 -8 -9 9 -11 -12 -13 13 -15 15 16 17 25 22 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-3.3745556720532477e-05 3.1867951822112614e-05 4.8856948117082499e-05 -3.7649650888245867e-05 -4.9944820845363816e-05 9.2031424684960051e-05 -5.2271719323471191e-05 -5.3530613604380052e-05 2.6246126720292052e-05 2.8434302336487842e-05 -4.086439869622284e-05 4.9651801236905162e-05 -4.0164971488550132e-05 -3.240503755040226e-05 1.9589249330403456e-05 -3.3632721028374768e-05 2.1144619889972611e-05 0.0001101355316887538 -2.4159883171457543e-05 -6.3798470874908456e-05 8.7167925540635832e-05 4.4290060795049162e-05 -7.3327428761634417e-05 5.1722647185670214e-08 -1.1502623436792073e-08 4.9686743153642965e-05 3.8632303634565033e-05 -9.9922868212161124e-05 1.1667532252383689e-05 3.3190589172777554e-05 -2.8661593014208745e-05
leaf_weight=24 22 21 24 24 21 20 28 23 30 21 26 21 27 22 36 28 26 22 31 24 32 24 50 2285 22 22 20 38 39 68
leaf_count=24 22 21 24 24 21 20 28 23 30 21 26 21 27 22 36 28 26 22 31 24 32 24 50 2285 22 22 20 38 39 68
internal_value=0 2.61509e-07 -7.02543e-08 -3.00327e-07 -4.49029e-09 7.4141e-07 -9.43912e-06 -3.0754e-06 -7.01923e-06 -1.09755e-08 6.79793e-06 -4.34408e-06 5.17793e-06 -9.06066e-06 5.35414e-08 7.92365e-06 1.36998e-05 4.5456e-05 1.93829e-06 2.16806e-05 2.96992e-06 -2.24579e-05 -2.43848e-05 -8.78112e-07 -4.62306e-07 7.23621e-06 -9.12624e-07 -2.68119e-05 -2.84632e-07 -8.3947e-07
internal_weight=0 3097 3076 3054 3030 2808 222 194 171 147 126 100 79 49 2787 295 259 70 189 108 84 52 81 2492 2472 44 2450 58 2392 2353
internal_count=3121 3097 3076 3054 3030 2808 222 194 171 147 126 100 79 49 2787 295 259 70 189 108 84 52 81 2492 2472 44 2450 58 2392 2353
is_linear=0
shrinkage=0.1


Tree=4023
num_leaves=31
num_cat=0
split_feature=1429 1426 1426 1428 132 1203 1185 50 47 2 47 9 33 2 0 12 402 1210 457 129 13 12 4 43 52 15 1210 0 16 0
split_gain=2.52143e-06 5.53541e-06 3.39589e-06 2.81365e-06 2.53409e-06 6.6016e-05 3.27303e-05 1.48191e-05 2.31199e-06 2.08641e-05 1.41618e-05 3.22665e-06 1.81523e-05 6.5313e-06 3.12107e-06 3.26134e-06 1.55989e-05 1.32184e-05 1.19352e-05 9.36312e-06 7.05733e-06 1.45613e-05 1.30122e-05 1.08482e-05 1.7887e-05 1.40979e-05 1.18635e-05 1.25038e-05 1.94662e-05 1.43414e-05
threshold=-0.23752499999999996 -0.089244999999999977 -0.052649999999999995 0.092095000000000024 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.097510000000000013 0.092165000000000011 -1.0000000180025095e-35 0.089640000000000011 0.092235000000000011 -0.012019999999999998 -0.18970999999999996 -0.24955499999999997 0.088245000000000004 0.27918000000000004 -0.097479999999999983 -0.084274999999999989 -0.077709999999999987 -0.046499999999999993 0.089005000000000015 -0.50052499999999989 0.055925000000000009 0.12603000000000003 0.096455000000000013 0.11875500000000001 -0.063634999999999983 0.22339500000000004 -0.069824999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -6 -4 10 -10 11 12 -8 -13 -14 17 18 -16 -17 -20 23 -22 -23 26 25 -25 27 29 -29 -21
right_child=1 2 3 -5 6 -7 8 -9 9 -11 -12 13 14 -15 15 16 -18 -19 19 20 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-3.3734607065773822e-05 5.0221835855071815e-05 -3.3048283817592047e-05 1.5726605826413026e-06 3.4321766634093365e-05 -0.00012235263758074408 0.00017886268923619008 9.5769563304202163e-05 -8.9265284586872453e-05 -0.0001068610896098221 -1.1513236853347105e-06 8.098081822771002e-05 1.0933733756246511e-05 3.3294084226197031e-05 -6.3638842268277506e-05 -8.4341615875018774e-05 7.6755392785257545e-05 9.1269997392373631e-05 -2.4073516309058637e-06 -6.3934888236293451e-05 -8.7751792421192209e-06 8.1267410522351782e-05 8.1600441560360858e-05 2.57060051165009e-06 3.214785539827202e-05 0.00010752548349955761 -4.5177109427026445e-05 -8.5968700711548857e-05 -0.00010636931368524881 7.6128501201184981e-06 5.6129571894895268e-05
leaf_weight=22 22 31 176 24 22 21 20 20 20 281 22 24 28 23 20 21 20 1271 22 327 28 22 393 65 20 37 21 31 29 38
leaf_count=22 22 31 176 24 22 21 20 20 20 281 22 24 28 23 20 21 20 1271 22 327 28 22 393 65 20 37 21 31 29 38
internal_value=0 2.39488e-07 -1.17877e-07 2.17266e-07 -5.35843e-08 1.03576e-05 -8.59013e-07 -7.69652e-06 1.01411e-07 -8.17523e-06 1.10515e-06 3.9081e-07 8.96261e-07 -2.55592e-05 1.03337e-07 -2.89619e-07 3.78178e-06 -3.67667e-06 2.12166e-06 6.04418e-07 2.00883e-06 1.14694e-05 6.76013e-06 -5.36974e-06 2.10538e-05 4.0986e-06 -1.25977e-05 -8.97232e-06 -5.12779e-05 -2.01797e-06
internal_weight=0 3099 3077 3046 3022 217 2805 196 2783 301 2482 2460 2413 47 2393 2365 1074 1291 1054 1033 1011 443 415 568 122 102 446 425 60 365
internal_count=3121 3099 3077 3046 3022 217 2805 196 2783 301 2482 2460 2413 47 2393 2365 1074 1291 1054 1033 1011 443 415 568 122 102 446 425 60 365
is_linear=0
shrinkage=0.1


Tree=4024
num_leaves=31
num_cat=0
split_feature=156 156 475 3 43 475 475 1371 15 0 475 157 157 157 157 2 132 12 1203 15 130 130 2 1447 1447 479 481 0 3 1453
split_gain=2.54729e-06 3.04639e-06 2.38808e-06 3.50427e-06 4.43545e-06 3.27863e-06 1.28542e-05 1.15463e-05 1.96248e-05 7.74589e-06 6.87372e-06 2.91042e-06 4.53717e-06 3.43509e-06 5.26828e-06 3.15573e-06 9.10533e-06 0.000108239 4.70081e-05 1.49047e-05 1.18916e-05 1.66849e-05 8.77302e-06 8.4598e-06 7.59521e-06 8.49493e-06 7.34958e-06 8.35146e-06 2.32039e-05 7.22622e-06
threshold=0.3248100000000001 0.14862 -0.10664 -0.077354999999999993 -0.077944999999999987 -0.086304999999999979 -0.085774999999999976 0.083235000000000017 -0.045854999999999993 -0.085669999999999982 -0.085144999999999985 0.11933000000000001 0.099625000000000005 0.086545000000000011 0.0026750000000000007 0.087955000000000019 -0.083284999999999984 0.091840000000000019 0.089480000000000018 0.084905000000000022 0.091705000000000023 0.087230000000000016 0.088225000000000012 0.050705000000000007 0.0071200000000000005 0.086465000000000014 -0.087644999999999987 -0.14920999999999998 0.084940000000000015 -0.079219999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 -7 10 -9 -4 -8 12 13 14 15 16 17 19 20 -12 21 23 -17 26 25 -24 -18 28 -28 -29
right_child=-2 -3 5 -5 -6 6 7 8 -10 -11 11 -13 -14 -15 -16 22 18 -19 -20 -21 -22 -23 24 -25 -26 -27 27 29 -30 -31
leaf_value=-3.5531448451192341e-05 -3.3156501708815442e-05 3.8204403156106273e-05 -9.9409065354082399e-06 -5.3891846800979695e-05 2.9462683735237949e-05 -8.0029175496747494e-05 -5.058214188061862e-05 -1.5531117366084469e-05 0.00011803802828415594 5.5262663039944272e-05 6.9600686515514104e-06 3.408233646700865e-05 -3.7050674048562848e-05 3.448497834675624e-05 -4.7772083144081995e-05 -5.2425582945423745e-05 5.456870429043192e-05 0.00022974841446160677 -0.00012916177123164138 -8.5447328516844814e-05 7.7118266827627934e-05 -8.5421341576702193e-05 -1.3708226162107153e-06 -5.687683614351871e-05 5.7950475920300787e-05 -5.1280208556688328e-05 0.00010330358795883891 4.7747142605872154e-05 -2.9623643630808756e-05 8.683492041640762e-07
leaf_weight=21 23 21 38 20 21 20 27 22 22 35 64 25 33 29 23 35 30 22 27 24 22 21 1331 22 21 35 29 34 24 1000
leaf_count=21 23 21 38 20 21 20 27 22 22 35 64 25 33 29 23 35 30 22 27 24 22 21 1331 22 21 35 29 34 24 1000
internal_value=0 2.4616e-07 -1.28982e-08 -1.944e-05 -3.03438e-06 3.86598e-07 -1.3285e-07 4.1401e-07 5.12535e-05 2.13211e-05 -3.63243e-07 1.12348e-07 -1.88165e-07 2.47375e-07 -1.11848e-07 2.88074e-07 3.81116e-06 3.13561e-05 1.305e-06 -1.82419e-05 4.28521e-06 2.90389e-06 -2.97982e-06 4.53236e-06 -1.73209e-06 -2.64961e-06 5.74185e-06 4.39429e-06 4.31101e-05 2.40982e-06
internal_weight=0 3098 3077 62 42 3015 2942 2922 44 73 2878 2851 2826 2793 2764 2741 1319 110 1209 88 1182 1160 1422 1139 1387 1366 1117 1087 53 1034
internal_count=3121 3098 3077 62 42 3015 2942 2922 44 73 2878 2851 2826 2793 2764 2741 1319 110 1209 88 1182 1160 1422 1139 1387 1366 1117 1087 53 1034
is_linear=0
shrinkage=0.1


Tree=4025
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 12 2 133 472 1429 1425 15 479 52 52 15 15 42 1209 130 12 1213 3 13 0 12 12 12 4 0 1208
split_gain=2.78278e-06 1.9681e-05 8.04283e-06 2.3558e-06 4.85806e-06 4.70476e-06 5.7728e-06 2.19725e-06 5.52016e-06 2.85637e-06 2.30958e-06 7.34408e-06 5.79299e-06 4.88643e-06 4.65759e-06 4.58167e-06 2.59905e-05 3.8786e-06 3.5188e-06 6.30262e-06 3.52776e-06 1.58501e-05 1.48748e-05 1.91894e-05 9.7755e-06 5.13106e-06 1.57682e-05 3.54949e-05 1.19632e-05 7.84885e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.11242999999999999 0.11418000000000002 0.097385000000000013 -0.40071499999999999 -0.38234499999999999 -0.23587499999999997 0.10129000000000002 0.12044500000000001 0.11198500000000002 0.17829500000000004 -1.0000000180025095e-35 0.11728000000000001 0.11171000000000002 0.090470000000000009 0.12417500000000002 -0.22562499999999999 0.15120000000000003 0.093235000000000026 -0.076234999999999983 -0.087404999999999997 -0.086554999999999979 0.087830000000000005 0.096990000000000007 0.10061500000000002 -0.07168999999999999 -0.080499999999999988 0.10233500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 -3 -9 10 11 14 13 -12 15 17 -17 18 -10 20 25 22 -22 -24 -25 29 27 -27 -29 -20
right_child=1 7 -4 4 -6 -7 -8 8 9 -11 12 -13 -14 -15 -16 16 -18 -19 19 -21 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=2.8805031834053805e-05 9.7283532297643392e-05 -3.0008656904101374e-05 -6.1942573288602202e-05 -5.6987038044553634e-05 -4.0162888363839657e-05 3.6886591922290072e-05 2.408412641064691e-06 5.1457229225585858e-05 -3.7430507749377292e-05 -3.5100029771970384e-05 2.1302416693604596e-05 -5.4281111464661087e-05 4.553943571152512e-05 -2.6487474315217696e-05 3.7507661308512927e-05 -0.00010384385468933032 3.5290738842690943e-05 3.73243248109897e-05 1.8661045471316302e-08 5.356198507797672e-05 -6.9131373743402952e-05 9.5359793929327723e-05 9.828235785750187e-05 -5.2662351501047464e-05 2.4783044780353802e-05 -0.00012520791670896062 1.9176525725015381e-06 -5.4311442532447728e-05 4.3442442103931232e-05 6.146589389356363e-05
leaf_weight=20 21 24 27 20 36 29 90 21 25 23 46 25 39 40 33 25 29 28 2054 22 24 21 23 28 39 36 200 21 31 21
leaf_count=20 21 24 27 20 36 29 90 21 25 23 46 25 39 40 33 25 29 28 2054 22 24 21 23 28 39 36 200 21 31 21
internal_value=0 8.26307e-07 -1.07905e-05 -3.70788e-06 -7.42364e-06 1.05559e-06 -8.39076e-06 1.22484e-07 3.75865e-07 -2.78292e-09 2.8449e-07 -3.34091e-07 1.35716e-05 -9.2544e-07 1.7293e-07 -2.96063e-07 -2.91234e-05 3.08941e-07 -9.83005e-08 2.72059e-07 -1.97268e-07 1.55251e-05 8.18721e-07 1.94721e-05 -7.5822e-06 -1.0955e-06 -1.36034e-05 -4.88785e-05 3.96491e-06 6.40537e-07
internal_weight=0 2899 222 195 175 139 110 2878 2854 2833 2810 2685 125 86 2660 2627 54 2573 2545 2520 2498 135 114 90 67 2363 288 88 52 2075
internal_count=3121 2899 222 195 175 139 110 2878 2854 2833 2810 2685 125 86 2660 2627 54 2573 2545 2520 2498 135 114 90 67 2363 288 88 52 2075
is_linear=0
shrinkage=0.1


Tree=4026
num_leaves=31
num_cat=0
split_feature=1429 156 390 12 1186 43 133 394 0 11 11 3 15 51 1204 399 12 0 0 0 52 52 401 4 52 0 133 51 51 0
split_gain=2.66234e-06 6.05615e-06 2.39359e-06 8.96016e-06 2.81159e-06 1.55549e-05 1.29087e-05 8.55325e-06 2.79853e-06 3.03817e-06 8.31716e-06 5.75429e-06 8.39644e-06 1.60848e-05 6.13922e-06 3.85368e-06 3.62524e-06 3.30691e-06 2.55451e-05 1.59223e-05 9.68183e-06 1.28054e-05 9.42882e-06 1.24198e-05 1.40125e-05 8.52292e-06 1.65887e-05 9.9999e-06 2.08216e-05 8.00287e-06
threshold=-0.23752499999999996 0.32523500000000005 0.087590000000000015 0.088485000000000022 0.057025000000000006 -0.012164999999999999 -0.032969999999999992 0.12358500000000001 0.22582000000000002 0.095720000000000013 0.099410000000000012 -0.16726499999999997 -0.037864999999999989 -0.079189999999999983 -0.098194999999999991 -0.065739999999999979 0.089410000000000003 -0.070889999999999995 -0.071719999999999992 -0.070154999999999981 0.10160000000000001 0.091275000000000009 0.080710000000000018 -0.067104999999999984 0.13389000000000004 -0.067094999999999988 0.087985000000000022 0.086310000000000012 0.097935000000000008 -0.072594999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 -6 -7 8 9 11 -11 12 -2 -14 -13 16 -16 18 29 -19 21 25 23 24 -22 26 -21 -27 -29 -17
right_child=1 -3 3 -5 5 6 -8 -9 -10 10 -12 14 13 -15 15 17 -18 19 -20 20 22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-3.4664470480162315e-05 -2.4712227370097634e-05 5.5096167707233689e-05 -2.2469897445868506e-05 6.2262693553258533e-05 2.7391550936858711e-05 -8.0496500231674879e-06 -0.00011905401350304601 6.5207142315557574e-05 -3.5943406518609578e-05 -7.2766577301579331e-05 8.2252002357563476e-06 -4.6267225937707084e-05 -8.1996924927807415e-06 9.2972395566793056e-05 -2.8835727954918351e-06 9.5232889430132579e-07 5.136185687401199e-05 -8.8551230589434021e-05 0.00010397386104159523 1.6544924957478153e-05 0.00012490888201076208 -8.4801731306718216e-05 -4.2098912235815081e-05 3.9244095205503985e-06 1.1574040418054211e-05 -8.5813422783659586e-06 -8.6722459569240791e-05 0.00011934098904021085 -1.7379848161778813e-06 -5.1957470990099207e-05
leaf_weight=22 24 20 24 26 38 22 20 20 22 21 32 29 30 33 22 2009 28 23 24 28 24 22 20 62 20 323 35 20 49 29
leaf_count=22 24 20 24 26 38 22 20 20 22 21 32 29 30 33 22 2009 28 23 24 28 24 22 20 62 20 323 35 20 49 29
internal_value=0 2.46089e-07 -1.10196e-07 2.1591e-05 -4.6842e-07 -1.89662e-05 -6.09089e-05 3.33839e-08 -4.1164e-07 -1.42738e-07 -2.38659e-05 2.97811e-07 2.56207e-05 4.47952e-05 -4.98392e-07 -1.36239e-08 2.74939e-05 -5.25296e-07 1.40729e-06 -6.8911e-06 -3.77637e-06 -1.02888e-05 2.0878e-05 3.27604e-05 7.3393e-05 -6.68603e-06 -4.08258e-05 -1.19927e-06 3.33574e-05 1.99442e-07
internal_weight=0 3099 3079 50 3029 80 42 2949 2929 2907 53 2854 87 63 2767 2738 50 2688 2062 626 603 477 126 106 44 455 63 392 69 2038
internal_count=3121 3099 3079 50 3029 80 42 2949 2929 2907 53 2854 87 63 2767 2738 50 2688 2062 626 603 477 126 106 44 455 63 392 69 2038
is_linear=0
shrinkage=0.1


Tree=4027
num_leaves=31
num_cat=0
split_feature=472 1429 475 1 1428 154 12 130 12 142 11 15 1456 12 12 131 16 1452 2 1453 12 43 12 3 43 13 3 132 1 393
split_gain=2.46606e-06 4.65571e-06 2.39983e-06 1.52643e-05 6.84632e-06 3.11946e-06 2.49021e-06 5.20754e-06 2.65133e-06 8.82539e-06 9.58931e-06 6.26323e-06 3.50047e-06 3.95456e-06 1.22951e-05 5.01266e-06 4.53817e-06 3.31538e-06 8.84298e-06 4.36021e-06 3.18148e-06 8.04801e-06 5.52865e-06 2.1026e-05 1.21497e-05 1.95915e-05 1.26981e-05 5.12603e-06 8.19629e-05 3.73673e-05
threshold=-0.38234499999999999 -0.23587499999999997 0.061570000000000007 0.099195000000000019 -1.0000000180025095e-35 0.085530000000000009 0.23631000000000002 -0.22461999999999996 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 -0.059484999999999989 0.11510000000000002 0.11351500000000002 0.11527000000000001 -0.13752999999999996 -0.065999999999999989 0.096800000000000011 0.092480000000000021 0.087805000000000008 0.10866500000000003 -0.036954999999999995 0.099100000000000008 -0.064674999999999983 -0.052894999999999991 -0.0097949999999999982 -0.073309999999999986 -0.083284999999999984 0.089475000000000013 0.11170000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 7 -6 9 -9 -11 -10 13 15 -15 -12 -16 19 -19 20 22 -22 27 24 -24 26 -26 28 -17 -29
right_child=1 2 3 -5 5 -7 -8 8 11 10 12 -13 -14 14 16 17 -18 18 -20 -21 21 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=-3.193157457038372e-05 4.5071432807320815e-05 5.3486512186395885e-05 -6.5451629916424286e-05 4.1350843766058862e-05 4.4087486202005062e-05 -3.949839357574092e-05 -3.4186396109432629e-05 6.2091896048197825e-05 -6.4818459872012258e-05 -6.5867813298775045e-05 5.0533835797068604e-05 3.557376584393677e-06 3.0966005166143034e-05 -8.0078478466020901e-05 4.2456407791178207e-05 -1.54361595921992e-05 -1.6954780422730032e-05 1.5605231055815239e-05 -6.6103561731814317e-05 4.729689346277155e-05 -1.6454070481069557e-05 6.8146903710009584e-05 2.3020255362098397e-05 -0.00011351981747793617 5.3960858349455523e-05 -8.7286799821918579e-05 -4.8906727516580198e-05 1.3463058698115682e-06 0.0001840394600876607 -0.00013267703720235401
leaf_weight=24 23 24 32 23 27 20 21 23 21 22 20 37 37 25 20 117 36 27 26 20 22 23 80 20 28 36 21 2220 25 21
leaf_count=24 23 24 32 23 27 20 21 23 21 22 20 37 37 25 20 117 36 27 26 20 22 23 80 20 28 36 21 2220 25 21
internal_value=0 2.47453e-07 -8.79251e-08 -2.07888e-05 2.89202e-07 -1.37087e-07 1.27527e-07 3.71465e-07 -3.1792e-08 3.96134e-07 -1.02461e-07 -2.11994e-05 4.09875e-07 4.21445e-09 -2.1768e-05 6.55932e-07 4.2635e-06 2.8454e-07 -2.44783e-05 7.82995e-07 4.26976e-07 2.67864e-05 -3.49302e-08 -1.66878e-05 -4.95056e-06 -3.1276e-05 9.87475e-06 1.25788e-06 1.96828e-05 9.03977e-08
internal_weight=0 3097 3074 55 3019 2995 2975 2954 2927 2869 2846 58 2824 2787 81 2706 56 2686 53 2633 2613 45 2568 185 165 85 49 2383 142 2241
internal_count=3121 3097 3074 55 3019 2995 2975 2954 2927 2869 2846 58 2824 2787 81 2706 56 2686 53 2633 2613 45 2568 185 165 85 49 2383 142 2241
is_linear=0
shrinkage=0.1


Tree=4028
num_leaves=31
num_cat=0
split_feature=1429 156 132 1185 1203 1429 474 1429 1429 484 150 16 51 1375 1 484 159 158 1375 42 0 50 2 1366 1456 123 12 12 12 13
split_gain=2.76949e-06 5.47326e-06 2.34091e-06 1.67009e-05 7.69485e-06 2.43862e-06 4.08921e-06 2.56241e-06 2.59445e-06 2.51807e-06 1.41712e-05 1.23809e-05 1.009e-05 9.64829e-06 4.62916e-05 8.83074e-06 1.65605e-05 1.38704e-05 7.62072e-06 4.98174e-06 6.3662e-06 5.96411e-06 7.1298e-06 4.81728e-06 3.98437e-06 3.63623e-06 4.23041e-06 1.58878e-05 2.01609e-05 1.36973e-05
threshold=-0.23752499999999996 0.32523500000000005 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.089414999999999981 0.037915000000000011 -0.069929999999999978 -0.026244999999999997 0.086135000000000017 0.10874500000000002 0.26676500000000009 -0.085039999999999991 -0.15308499999999997 0.090740000000000015 0.090535000000000018 0.11084000000000001 0.10544500000000002 -0.084629999999999997 0.087075000000000014 -0.080869999999999984 0.093260000000000023 0.086885000000000004 -0.082814999999999986 -0.16130999999999998 0.11679000000000002 0.089085000000000011 0.088725000000000012 0.088435000000000014 -0.026374999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -5 -7 -9 13 11 12 -11 14 -10 -14 17 19 -15 21 -21 22 -17 -20 -25 26 27 28 -26 -29
right_child=1 -3 3 5 -6 7 -8 8 9 10 -12 -13 15 18 -16 16 -18 -19 23 20 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-3.5355152398220856e-05 -3.0325875013188002e-06 5.2394689846551051e-05 8.9527648186135813e-05 8.169318848558761e-06 -6.0029458789493352e-05 2.5827846632007728e-05 -5.5011743818665446e-05 -3.3431020971835568e-05 -0.00014579830031320656 -5.2479833755421932e-05 7.8155801047277812e-05 7.7391318263835281e-05 6.2678096417031435e-05 5.5055649456335235e-05 5.7101644101335711e-05 6.2071995625956339e-06 -7.364883114340567e-05 8.768466318542778e-05 3.692797854254797e-05 5.3801176626880733e-05 -1.6385877703820976e-05 2.2537735640071334e-05 -7.1967330092905155e-05 -4.5427837394527157e-05 -4.4832496302862425e-06 3.3987295064434872e-05 3.7701497700750476e-06 -0.00010461652494494299 8.6239218595437702e-05 2.9560053189925386e-06
leaf_weight=22 193 20 21 20 27 39 21 23 23 37 27 20 23 25 22 20 28 20 34 28 24 23 28 20 1213 30 1016 29 25 20
leaf_count=22 193 20 21 20 27 39 21 23 23 37 27 20 23 25 22 20 28 20 34 28 24 23 28 20 1213 30 1016 29 25 20
internal_value=0 2.50982e-07 -8.77234e-08 6.77154e-07 -1.00277e-05 1.96983e-08 -2.41917e-05 3.74603e-07 1.46766e-08 2.95938e-07 9.31655e-06 1.91153e-06 -4.62352e-06 -7.24708e-07 -4.66028e-05 4.50372e-06 -3.32091e-06 1.04496e-05 1.31226e-07 -2.10895e-06 2.14072e-05 -1.9332e-05 -3.93946e-05 -4.4402e-07 -9.84032e-07 -6.0303e-07 -1.05362e-06 -4.86166e-06 -2.65121e-06 -6.07094e-05
internal_weight=0 3099 3079 2859 220 2838 41 2797 2758 2735 278 251 231 2457 45 194 171 143 2412 123 52 71 48 2387 2353 2333 2303 1287 1238 49
internal_count=3121 3099 3079 2859 220 2838 41 2797 2758 2735 278 251 231 2457 45 194 171 143 2412 123 52 71 48 2387 2353 2333 2303 1287 1238 49
is_linear=0
shrinkage=0.1


Tree=4029
num_leaves=31
num_cat=0
split_feature=472 1429 156 51 15 479 52 52 16 3 15 158 130 12 12 142 11 1 46 52 3 12 2 3 3 1213 3 3 3 12
split_gain=2.58389e-06 4.33965e-06 2.32305e-06 7.70296e-06 2.51357e-06 6.25648e-06 4.51878e-06 6.3693e-06 4.81245e-06 4.37823e-06 3.68635e-06 3.8832e-06 3.49159e-06 5.76136e-06 4.11248e-06 6.86073e-06 7.32975e-06 4.02623e-06 4.49423e-06 4.42028e-06 1.04082e-05 2.23058e-05 3.55889e-05 1.83561e-05 1.14905e-05 1.37906e-05 1.11861e-05 1.61438e-05 1.21829e-05 9.68272e-06
threshold=-0.38234499999999999 -0.23587499999999997 0.12734000000000004 -0.093639999999999987 0.12044500000000001 0.11198500000000002 0.17829500000000004 0.41580500000000004 0.23311500000000004 -0.05647499999999999 0.11728000000000001 -0.47060499999999994 -0.22562499999999999 0.15754500000000002 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 0.15799000000000005 0.10123000000000001 0.091275000000000009 -0.071329999999999991 0.090455000000000021 0.097385000000000013 -0.074479999999999977 -0.077774999999999983 0.104315 -0.082689999999999986 -0.080884999999999985 -0.07928499999999998 0.092355000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 10 8 -8 9 -6 11 -3 -13 14 15 -14 -17 18 19 -18 23 -22 -23 24 25 26 29 -28 -29 -21
right_child=1 2 3 -5 6 -7 7 -9 -10 -11 -12 12 13 -15 -16 16 17 -19 -20 20 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-3.2685495110248057e-05 4.3529045575743784e-05 -3.3400169507201229e-05 1.9398144624054631e-05 -6.6253171964836797e-05 -4.7622900835805296e-05 -4.9180995791595293e-05 8.173553382221144e-05 2.8834883345379716e-06 4.2466889499337416e-05 6.8880140599681115e-06 3.2826950406588906e-05 -3.7089548684889458e-05 5.4807883620726548e-05 5.2630060305264555e-05 -4.0321645203221127e-05 -5.7525689937227245e-05 2.4014202187511864e-06 -4.1230142201327356e-05 4.4802515311976496e-05 -2.4887888622855764e-05 7.3833457569234339e-07 -0.00018315905499981629 -1.7586088442305268e-05 7.2040639398354949e-05 -5.8687647912380711e-05 -6.9203347321980307e-05 8.3403587557721702e-05 -2.7976405140685128e-05 5.9089393907925114e-05 2.8849761219270419e-05
leaf_weight=24 23 35 21 21 23 26 20 21 21 41 34 25 23 21 25 22 2139 23 23 117 86 21 34 33 37 26 39 45 25 47
leaf_count=24 23 35 21 21 23 26 20 21 21 41 34 25 23 21 25 22 2139 23 23 117 86 21 34 33 37 26 39 45 25 47
internal_value=0 2.533e-07 -7.04937e-08 -2.34275e-05 2.53053e-07 -3.46487e-07 1.40806e-05 4.13479e-05 9.28077e-07 -1.27018e-05 9.43797e-08 -2.96663e-07 1.15512e-07 4.49369e-07 5.30599e-08 4.21442e-07 -3.89509e-08 4.30329e-07 7.88933e-07 4.06784e-07 -7.95895e-06 -3.10693e-05 -8.08049e-05 8.71825e-07 -6.11797e-06 3.87309e-07 7.01499e-06 3.18444e-05 3.11852e-06 -9.48746e-06
internal_weight=0 3097 3074 42 3032 2906 126 41 85 64 2880 2846 2811 2786 2765 2740 2717 2695 2672 2649 510 141 55 369 336 299 273 109 70 164
internal_count=3121 3097 3074 42 3032 2906 126 41 85 64 2880 2846 2811 2786 2765 2740 2717 2695 2672 2649 510 141 55 369 336 299 273 109 70 164
is_linear=0
shrinkage=0.1


Tree=4030
num_leaves=31
num_cat=0
split_feature=1429 156 132 1186 1185 1203 132 1208 1208 1209 1209 1209 403 42 401 1209 1210 130 1 42 11 16 1 1428 157 403 1212 1212 403 401
split_gain=2.84377e-06 4.98997e-06 2.51855e-06 6.31469e-05 3.31955e-05 7.27352e-06 2.46448e-06 2.28246e-06 5.43757e-06 5.68828e-06 3.82471e-06 3.45974e-06 4.32615e-06 1.96473e-05 3.22541e-06 4.13124e-06 4.20088e-06 2.78674e-06 4.41615e-06 2.89374e-06 3.38467e-06 5.92977e-06 5.08443e-06 3.24464e-06 4.37839e-06 3.10705e-06 6.39562e-06 6.71622e-06 8.5281e-06 4.92147e-06
threshold=-0.23752499999999996 0.32523500000000005 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.087075000000000014 -0.050879999999999988 0.11531000000000001 0.10233500000000001 -0.097919999999999993 0.10656 -0.087714999999999987 -0.5341999999999999 0.089810000000000015 0.13274500000000003 -0.080224999999999977 -0.094799999999999982 -0.23123999999999997 0.16540500000000002 -0.23108499999999998 0.097680000000000017 0.6352000000000001 0.10871500000000002 -0.071779999999999997 0.41580000000000006 0.072365000000000027 -0.070754999999999985 -1.0000000180025095e-35 0.022375000000000003 -0.078179999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -6 8 9 -8 11 -11 13 -13 15 -14 -17 -18 19 -19 21 23 -22 -21 25 26 -25 -28 29 -29
right_child=1 -3 4 -5 6 -7 7 -9 -10 10 -12 12 14 -15 -16 16 17 18 -20 20 22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-3.5826113228474494e-05 -3.9537632186265375e-07 5.0042702132486734e-05 -0.00012322027700561607 0.00017091996738930574 3.0737657289137134e-05 -5.8164415735518562e-05 -5.3524133545579391e-05 -2.9127020294523665e-05 4.1072943218978253e-05 3.5289978889826064e-05 4.2513403916798003e-05 3.2684278233897531e-05 4.5449537619788319e-05 -0.00010426197397464422 -3.4566346706318048e-05 3.7673033612322645e-05 3.5677677195573256e-05 3.0912173327845361e-05 -4.3593842383415905e-05 -3.7531882268619182e-05 -6.3868197754518834e-05 4.1731910371736652e-05 4.923261283031686e-06 -4.2799410115740584e-05 4.4881095596966113e-05 1.0338337758226276e-05 4.8147911365958867e-05 3.1025225849668423e-05 -5.7884744179588141e-05 -2.0549144319467528e-06
leaf_weight=22 170 20 22 22 26 25 20 27 32 27 21 22 20 20 27 29 21 29 24 24 21 33 22 38 21 220 27 46 27 2016
leaf_count=22 170 20 22 22 26 25 20 27 32 27 21 22 20 20 27 29 21 29 24 24 21 33 22 38 21 220 27 46 27 2016
internal_value=0 2.54335e-07 -6.9071e-08 1.03176e-05 -8.56598e-07 -7.80166e-06 9.12893e-08 -1.91868e-07 8.84507e-08 -3.87594e-07 9.72779e-10 -3.27974e-07 -6.85877e-07 -3.25282e-05 -1.80251e-07 1.7438e-07 -1.74159e-07 -6.01394e-07 -9.00398e-07 -4.94438e-07 -8.59485e-07 -3.71735e-07 -2.86726e-05 -9.46113e-07 -5.79491e-07 -9.81628e-07 -2.1378e-06 -1.40758e-06 -2.04808e-06 -1.31695e-06
internal_weight=0 3099 3079 217 2862 195 2840 2814 2787 2755 2735 2714 2687 42 2645 2618 2598 2569 2548 2524 2495 2452 43 2419 2395 2374 2154 2116 2089 2062
internal_count=3121 3099 3079 217 2862 195 2840 2814 2787 2755 2735 2714 2687 42 2645 2618 2598 2569 2548 2524 2495 2452 43 2419 2395 2374 2154 2116 2089 2062
is_linear=0
shrinkage=0.1


Tree=4031
num_leaves=31
num_cat=0
split_feature=156 1428 130 12 47 0 1 15 1 3 15 47 3 4 393 47 131 34 9 3 131 3 47 148 447 483 51 49 51 42
split_gain=2.72614e-06 3.09123e-06 2.39217e-06 6.98424e-06 2.22783e-06 1.91366e-05 6.90172e-05 1.60747e-05 1.23941e-05 3.87795e-05 1.39198e-05 7.51724e-06 6.66396e-06 5.06219e-06 4.22239e-06 3.80113e-06 3.43887e-06 3.40953e-06 4.58995e-06 1.1128e-05 3.28167e-06 6.07087e-06 3.26751e-06 2.90315e-06 4.22304e-06 3.2085e-06 3.718e-06 1.20876e-05 9.33229e-06 5.15503e-06
threshold=0.3248100000000001 0.10668500000000002 -0.23647499999999996 0.23631000000000002 0.092165000000000011 -0.10224499999999999 0.099400000000000002 -0.18895499999999996 0.093100000000000002 -0.076514999999999986 -0.099734999999999976 0.090100000000000013 -0.078084999999999988 0.053180000000000012 0.12679500000000002 0.12577000000000002 0.13767000000000004 -0.112215 0.08925000000000001 -0.014944999999999998 0.11684000000000001 -0.082284999999999983 0.11669500000000001 -0.10069499999999999 0.094580000000000011 -0.47181499999999993 -0.44986999999999994 0.11707000000000002 -0.42247999999999991 -0.16797499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 11 6 -6 -8 9 -7 -10 14 -12 22 16 -9 17 -4 20 -20 23 -22 -14 -19 25 -25 27 -27 -28 -30
right_child=-2 -3 3 -5 5 8 7 15 10 -11 12 -13 13 -15 -16 -17 -18 18 19 -21 21 -23 -24 24 -26 26 28 -29 29 -31
leaf_value=-3.4471847893655646e-05 -3.4300791720971064e-05 3.9441863759748233e-05 -3.7277188948792175e-05 5.6366526934487582e-05 -0.00020128635276870973 2.0503472654496901e-06 7.5346340114871657e-05 -5.7765180993859155e-05 -8.1427471712231631e-05 0.00014999815845261435 -4.6374754238651963e-05 6.0369705105196253e-05 -3.7997491708665628e-05 4.2095337034511061e-05 4.0408559792782546e-05 -2.1876588686030698e-07 -3.945934367948212e-05 3.1436335952353795e-05 7.2411004475725354e-05 -2.2628338510085916e-05 5.2338259752793947e-05 -8.3190865993718482e-06 1.4924361315544439e-05 3.1966021366921875e-05 -4.268890021421612e-05 2.219233359764552e-05 6.4403740808219564e-05 -8.6434657205245458e-05 -3.0736704266338056e-05 -2.9164077633297182e-07
leaf_weight=20 23 20 24 22 22 91 21 24 25 22 23 21 20 37 26 22 22 28 28 22 33 33 28 30 24 21 22 20 57 2290
leaf_count=20 23 20 24 22 22 91 21 24 25 22 23 21 20 37 26 22 22 28 28 22 33 33 28 30 24 21 22 20 57 2290
internal_value=0 2.54662e-07 3.45229e-11 2.25488e-07 -1.81331e-07 -7.87316e-06 -4.7609e-05 2.85218e-06 6.50282e-06 3.08543e-05 -1.41868e-05 7.72673e-07 1.37815e-06 1.42995e-05 3.05681e-07 -3.0243e-05 -8.71883e-08 2.4191e-07 5.87178e-07 3.05937e-05 6.55119e-10 2.20096e-05 -7.12641e-06 -5.82246e-07 -9.46093e-07 -5.35508e-07 -9.40092e-07 -3.07964e-05 -4.23372e-07 -1.03104e-06
internal_weight=0 3098 3078 3058 3036 335 89 67 246 113 133 2701 108 85 2680 46 2654 2632 2608 50 2558 66 48 2492 2464 2440 2410 41 2369 2347
internal_count=3121 3098 3078 3058 3036 335 89 67 246 113 133 2701 108 85 2680 46 2654 2632 2608 50 2558 66 48 2492 2464 2440 2410 41 2369 2347
is_linear=0
shrinkage=0.1


Tree=4032
num_leaves=31
num_cat=0
split_feature=1420 156 132 1185 132 50 15 0 1212 132 2 43 471 471 484 484 475 150 1371 133 15 1455 482 484 1 484 474 475 1374 2
split_gain=2.33192e-06 4.72432e-06 2.17848e-06 1.7366e-05 6.99979e-06 3.55361e-06 2.77236e-06 3.15062e-06 2.86838e-06 5.54456e-06 8.01621e-06 2.69832e-06 2.18249e-06 4.33238e-06 3.42091e-06 2.46711e-06 1.25845e-05 1.41783e-05 1.01435e-05 7.58995e-06 1.70887e-05 1.2265e-05 1.21485e-05 1.52298e-05 1.61962e-05 1.4839e-05 1.32704e-05 5.81799e-06 5.65201e-06 1.97164e-05
threshold=0.056520000000000008 0.16414500000000004 -0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 0.084510000000000016 -0.082084999999999977 0.055770000000000007 -0.41094499999999995 0.10381000000000001 -0.0024749999999999993 0.10338500000000002 0.093375000000000014 0.50165500000000007 0.086135000000000017 -0.085684999999999997 0.10699000000000002 0.083235000000000017 0.089755000000000015 -0.067579999999999987 -0.041319999999999989 0.090355000000000005 0.10126500000000001 0.11955000000000002 0.12148500000000002 0.08708500000000001 -0.008964999999999999 0.078255000000000005 0.090935000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 8 -8 9 -1 11 -11 13 14 15 18 -17 19 28 21 -21 -18 23 24 26 -25 27 -23 -5 -30
right_child=-2 -3 3 12 -6 -7 7 -9 -10 10 -12 -13 -14 -15 -16 16 17 -19 -20 20 -22 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=4.5831373912127066e-05 -3.1723890709184599e-05 4.868046526098624e-05 9.126436610163833e-05 -6.6381256340841329e-07 -6.3160301893235154e-05 -3.7473370577100905e-05 -6.0788397114755267e-06 4.1123960786095383e-05 -3.8127683668183937e-05 -1.0093127052494956e-05 -6.6316454315256131e-05 3.7019381700247323e-05 -3.1382911116783032e-05 4.5487548461443071e-05 -3.6929055087966847e-05 7.6888739829882984e-05 -7.288405266081099e-05 -7.4183640324256635e-05 -5.1353797495651705e-05 -1.6812893902949458e-05 0.00010930224429599053 4.9601662712203426e-06 6.754949329357866e-05 -0.00011497280020194012 9.966114089365874e-05 4.0420086855099482e-06 6.1558325052663519e-05 -6.5550400162464939e-05 0.00010200853952404071 -2.1054473345429871e-05
leaf_weight=21 23 20 21 2404 22 27 26 31 24 31 20 20 22 21 25 25 20 22 39 21 22 22 30 20 20 22 22 25 23 30
leaf_count=21 23 20 21 2404 22 27 26 31 24 31 20 20 22 21 25 25 20 22 39 21 22 22 30 20 20 22 22 25 23 30
internal_value=0 2.35525e-07 -7.92565e-08 6.62464e-07 -9.62139e-06 -3.73211e-06 1.53387e-06 1.95929e-05 -7.33995e-06 6.91635e-07 -1.26596e-05 8.38237e-06 -8.66125e-09 2.36711e-07 -1.03642e-07 2.29077e-07 9.29114e-06 2.42146e-06 -7.54824e-07 9.94518e-06 4.77111e-05 9.73158e-07 1.0148e-05 -2.99742e-06 2.04255e-05 -5.26317e-05 -2.54135e-06 -3.25455e-05 4.83341e-08 3.23502e-05
internal_weight=0 3098 3078 2856 222 200 173 57 116 92 71 51 2835 2813 2792 2767 271 246 2496 224 43 181 161 131 89 42 69 47 2457 53
internal_count=3121 3098 3078 2856 222 200 173 57 116 92 71 51 2835 2813 2792 2767 271 246 2496 224 43 181 161 131 89 42 69 47 2457 53
is_linear=0
shrinkage=0.1


Tree=4033
num_leaves=31
num_cat=0
split_feature=472 1429 156 51 147 147 148 147 12 130 1 1 1 1 1 34 473 9 376 15 15 2 132 50 1185 2 4 15 1420 12
split_gain=2.35686e-06 4.21587e-06 2.32698e-06 6.45389e-06 2.28412e-06 8.12572e-06 1.27783e-05 4.3054e-06 2.38593e-06 4.53126e-06 2.42108e-06 1.56141e-05 1.34371e-05 1.28273e-05 2.95583e-05 1.22904e-05 1.02562e-05 8.74952e-06 5.83582e-06 6.09223e-06 3.26756e-05 2.88919e-05 8.22067e-06 6.42577e-05 3.60519e-05 1.20979e-05 1.68574e-05 6.79521e-06 5.75722e-06 8.48876e-06
threshold=-0.38234499999999999 -0.23587499999999997 0.12734000000000004 -0.093639999999999987 0.092070000000000013 0.097985000000000017 -0.062044999999999996 0.090335000000000013 0.23631000000000002 -0.22461999999999996 0.10293500000000001 0.10205500000000002 0.10389500000000002 0.10557500000000002 0.107145 -0.057544999999999992 0.084020000000000011 0.086220000000000005 -1.0000000180025095e-35 -0.10203999999999998 -0.097454999999999986 0.081685000000000021 -0.083284999999999984 0.092095000000000024 -0.014244999999999999 0.097385000000000013 -0.081609999999999988 -0.11033999999999998 -0.083279999999999979 0.086850000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 7 -6 -7 8 9 -3 11 15 -12 -14 -15 -11 17 18 -17 21 -21 -20 23 25 -24 26 -22 -23 29 -26
right_child=1 2 3 -5 5 6 -8 -9 -10 10 12 -13 13 14 -16 16 -18 -19 19 20 22 27 24 -25 28 -27 -28 -29 -30 -31
leaf_value=-3.1216539112695804e-05 4.2896057825798739e-05 4.2745109929455795e-05 1.574599048992587e-05 -6.2653996151528274e-05 6.042534158560946e-05 -4.3267500554707917e-05 5.7466998669042368e-05 -4.5328595816889516e-05 -3.3473404341964942e-05 7.0417603310488631e-05 -6.7655875869659761e-05 8.7322902912828369e-05 6.3975592469692606e-05 -9.5729032973930082e-05 5.1624957852871583e-07 -4.6861510374583305e-05 -6.9644981548273269e-05 -6.5268589396509936e-05 0.00011889632482780144 -0.00011133281855458895 3.2325109217102487e-06 1.1812799398077225e-05 -0.00013056791559349569 0.00019082689022070556 6.5234993361746493e-06 5.7956257394555281e-05 -9.8133014502569234e-05 -4.5418913676561111e-05 2.1358297300099531e-06 -8.2555908920767262e-05
leaf_weight=24 23 25 21 21 28 34 20 21 21 25 33 21 28 34 519 25 21 20 25 26 75 153 21 20 23 26 21 24 1723 20
leaf_count=24 23 25 21 21 28 34 20 21 21 25 33 21 28 34 519 25 21 20 25 26 75 153 21 20 23 26 21 24 1723 20
internal_value=0 2.41912e-07 -7.72305e-08 -2.3454e-05 2.4659e-07 1.67092e-05 -5.95843e-06 -2.11015e-07 1.12464e-07 3.55003e-07 -1.25836e-08 1.49489e-06 -5.58336e-06 -2.05772e-06 -5.40118e-06 6.93114e-07 -9.10116e-08 5.7231e-07 1.1758e-06 1.73256e-06 2.42573e-08 1.82659e-05 1.52518e-06 2.46834e-05 -3.15036e-07 -2.55322e-06 -1.89412e-05 4.05257e-06 1.23384e-06 -3.49088e-05
internal_weight=0 3097 3074 42 3032 82 54 2950 2929 2908 2883 2269 614 581 553 2248 2223 2202 2182 2157 1955 202 1929 142 1787 122 96 177 1766 43
internal_count=3121 3097 3074 42 3032 82 54 2950 2929 2908 2883 2269 614 581 553 2248 2223 2202 2182 2157 1955 202 1929 142 1787 122 96 177 1766 43
is_linear=0
shrinkage=0.1


Tree=4034
num_leaves=31
num_cat=0
split_feature=1429 156 132 1185 1203 130 12 398 4 0 132 4 2 12 390 133 394 16 1186 52 129 2 131 12 12 42 12 2 12 12
split_gain=2.79431e-06 5.30288e-06 2.38932e-06 1.81488e-05 6.47367e-06 2.37767e-06 6.16804e-06 2.26173e-06 5.05227e-06 3.06552e-06 5.00314e-06 3.32679e-06 4.76198e-06 2.35292e-06 2.17992e-06 7.11964e-06 2.55827e-06 3.62856e-06 3.11847e-06 3.5591e-06 2.85242e-06 8.1364e-06 4.46086e-06 3.35701e-06 2.01152e-05 3.54735e-05 1.20011e-05 2.31275e-05 1.59422e-05 1.93007e-05
threshold=-0.23752499999999996 0.32523500000000005 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23647499999999996 0.23631000000000002 0.10586000000000002 0.11275500000000001 -0.09515499999999999 -0.44750499999999993 -0.068329999999999988 0.085235000000000019 0.087505000000000013 0.087590000000000015 -0.089569999999999983 -0.093064999999999981 -0.08595499999999999 0.021560000000000003 -1.0000000180025095e-35 0.10532000000000001 0.096540000000000015 0.13602500000000003 0.099815000000000015 0.10193000000000001 0.080840000000000009 0.097575000000000009 0.097070000000000004 0.096990000000000007 0.096525000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 -5 14 8 9 -2 -11 12 13 -12 16 -16 17 -7 20 -20 22 -22 23 26 25 -25 28 -28 29 -18
right_child=1 -3 3 5 -6 6 -8 -9 -10 10 11 -13 -14 -15 15 -17 18 -19 19 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-3.5513213317079302e-05 2.9403458192636782e-05 5.1577836129581558e-05 9.3313248691542653e-05 -3.4351708363828949e-05 -5.5043033882741706e-05 -5.0785070588214387e-05 5.2992392623061528e-05 2.5847735378192739e-05 -5.347757691673732e-05 -5.3557763167191303e-05 -2.4962339512057952e-05 -2.3735947668553442e-05 5.5139581654657377e-05 2.0313434652052821e-05 6.5627204257907572e-05 -1.6810790591328196e-05 -5.9661599352888062e-07 5.4399190544658767e-06 -4.0724384234636094e-06 5.2299293666161852e-05 -7.2910312924250333e-05 1.3451532860623653e-05 3.7579257379195865e-05 -0.00016661781496839554 7.7344416786218067e-08 1.7187272238689254e-05 -5.8664710877565092e-06 0.00011391499542191417 -7.692426313075919e-05 8.9573180071056418e-05
leaf_weight=22 27 20 21 20 28 24 22 23 21 20 24 35 20 22 20 22 2178 22 21 24 20 24 31 21 250 21 40 27 27 24
leaf_count=22 27 20 21 20 28 24 22 23 21 20 24 35 20 22 20 22 2178 22 21 24 20 24 31 21 250 21 40 27 27 24
internal_value=0 2.52105e-07 -8.12873e-08 6.91459e-07 -1.01235e-05 6.09703e-09 2.49942e-07 -3.57271e-06 -7.57668e-06 -1.06371e-06 -7.86217e-06 1.18646e-06 1.44029e-05 -3.30871e-06 -1.65055e-07 2.24454e-05 -5.09877e-07 -2.38949e-05 -1.12643e-07 2.59925e-05 -5.53774e-07 -2.58039e-05 -1.29565e-07 -5.81255e-07 -1.06805e-05 -7.47153e-05 7.03144e-07 4.24037e-05 -5.50304e-07 3.86161e-07
internal_weight=0 3099 3079 2859 220 2838 2818 192 169 148 121 101 66 46 2796 42 2754 46 2708 45 2663 44 2619 2588 292 42 2296 67 2229 2202
internal_count=3121 3099 3079 2859 220 2838 2818 192 169 148 121 101 66 46 2796 42 2754 46 2708 45 2663 44 2619 2588 292 42 2296 67 2229 2202
is_linear=0
shrinkage=0.1


Tree=4035
num_leaves=31
num_cat=0
split_feature=472 474 448 447 148 40 42 483 483 484 2 1375 160 483 16 16 4 484 50 51 474 13 13 159 52 3 4 42 13 2
split_gain=2.55423e-06 4.13056e-06 2.166e-06 8.18388e-06 2.9352e-06 2.32797e-06 3.27349e-06 3.66981e-06 3.64528e-06 3.56319e-06 1.2417e-05 5.08679e-06 4.78572e-06 5.18889e-06 3.82386e-06 1.05666e-05 2.3127e-05 7.30157e-06 6.81163e-06 6.66924e-06 7.00279e-06 6.32004e-06 1.71238e-05 8.78049e-06 1.86972e-05 8.4982e-06 7.44438e-06 9.55073e-06 1.07821e-05 5.96394e-06
threshold=-0.38234499999999999 0.12103000000000001 0.068920000000000023 0.094005000000000019 -0.095079999999999984 -0.24290999999999999 0.15021500000000002 -0.47181499999999993 -0.24282999999999996 -0.093244999999999981 0.09580000000000001 0.083585000000000007 0.0046300000000000013 -0.03601999999999999 0.0039400000000000008 -0.0007049999999999999 -0.0070899999999999991 -0.078424999999999981 -0.47248999999999991 -0.44986999999999994 -0.42010499999999995 -0.077944999999999987 -0.076384999999999995 -0.032739999999999991 0.093665000000000012 -0.063074999999999978 -0.17966999999999997 0.08623500000000002 -0.079969999999999986 0.13404500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -9 10 11 12 -10 -14 15 -11 -17 -16 -19 -20 -21 26 -23 25 29 -24 -22 -28 -29 -25
right_child=1 -3 -4 -5 5 6 -8 8 9 14 -12 -13 13 -15 17 16 -18 18 19 20 21 22 23 24 -26 -27 27 28 -30 -31
leaf_value=-3.2497347698760379e-05 -3.3813861423718316e-05 4.4451334092411259e-05 -3.2851766081876126e-05 5.12840409843677e-05 -3.2479033341753002e-05 3.7191263590312497e-05 2.8951690152121627e-05 -3.2169309148836572e-05 1.5134589286465903e-05 -6.7456689701990946e-08 7.125996226902991e-05 4.2986281477212853e-05 3.0999434827771482e-06 -6.4327486674301332e-05 -5.202168989593962e-05 -2.9264822527553551e-05 9.5244953076222122e-05 5.2333752464619471e-05 -6.3765925515326673e-05 5.1659223529332808e-05 6.6714322456391529e-05 -9.963274622722648e-05 6.2504225371090032e-05 -1.2937730219071025e-05 -0.00010857977380510421 -2.1104698762428599e-05 -3.4101829805877058e-05 1.2216809251264712e-06 8.1618084269311191e-05 3.8016342092305421e-05
leaf_weight=24 26 21 20 31 22 26 39 36 36 2024 31 21 21 25 35 26 35 20 20 21 20 22 31 283 20 20 49 69 22 25
leaf_count=24 26 21 20 31 22 26 39 36 36 2024 31 21 21 25 35 26 35 20 20 21 20 22 31 283 20 20 49 69 22 25
internal_value=0 2.51827e-07 -4.99248e-08 1.64747e-07 -3.5912e-07 -6.90824e-08 1.70427e-07 -2.11625e-07 -5.4558e-07 -1.49733e-07 1.57726e-05 -9.27488e-07 -1.21737e-05 -3.35454e-05 -9.27849e-07 1.16842e-06 4.21752e-05 -7.58039e-06 -5.07967e-06 -6.9871e-06 -5.03593e-06 -7.15821e-06 -1.38627e-05 -8.88398e-06 -1.48859e-05 2.97164e-05 9.64494e-06 1.49217e-06 2.06582e-05 -8.80185e-06
internal_weight=0 3097 3076 3056 3025 2999 2977 2938 2912 2876 134 103 82 46 2742 2085 61 657 622 602 582 561 401 379 328 51 160 140 91 308
internal_count=3121 3097 3076 3056 3025 2999 2977 2938 2912 2876 134 103 82 46 2742 2085 61 657 622 602 582 561 401 379 328 51 160 140 91 308
is_linear=0
shrinkage=0.1


Tree=4036
num_leaves=31
num_cat=0
split_feature=1429 156 16 43 1429 16 475 0 13 50 42 474 1456 52 1453 97 45 11 33 9 34 9 9 15 1454 1456 403 1456 1456 483
split_gain=2.34638e-06 4.84386e-06 2.39126e-06 4.18745e-06 3.95413e-06 2.65911e-06 3.94734e-06 5.62479e-06 7.32888e-06 3.25899e-06 2.16824e-05 5.50743e-06 4.80358e-06 6.77636e-06 5.24454e-06 3.36223e-06 3.91786e-06 1.62792e-05 7.65386e-06 5.00247e-06 3.52016e-06 4.13373e-06 4.10807e-06 1.07296e-05 2.7694e-06 3.88208e-06 8.47459e-06 3.61976e-06 9.29595e-06 5.37136e-06
threshold=-0.23752499999999996 0.32523500000000005 0.63636000000000015 -0.04890499999999999 -0.10379499999999998 0.5136400000000001 -0.011519999999999997 -0.053834999999999994 0.090705000000000008 -0.099524999999999988 0.094365000000000018 -0.18219999999999997 0.10959500000000001 -0.029369999999999997 0.087805000000000008 -0.086464999999999986 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 -0.090659999999999977 -0.085739999999999983 -1.0000000180025095e-35 0.089995000000000006 -0.41942499999999994 0.098995000000000014 0.091180000000000011 -0.56738999999999995 0.085275000000000004 0.082505000000000009 0.087520000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 9 -7 -8 -9 10 -6 -11 14 -14 15 -13 17 -17 -19 -20 -21 -22 24 -24 25 26 -23 28 -28 -29
right_child=1 -3 3 -5 5 6 7 8 -10 11 -12 12 13 -15 -16 16 -18 18 19 20 21 22 23 -25 -26 -27 27 29 -30 -31
leaf_value=-3.2542551145359705e-05 3.907049390713488e-05 4.9285046334262016e-05 7.7901773173445181e-06 -5.5360820176377144e-05 -2.2952394056119376e-05 -4.7056446096419303e-05 -3.4617021061849839e-05 5.8743899290161418e-05 -2.1988836300579352e-05 -5.2287316066212952e-05 0.00010490628400085761 -3.940984051084906e-05 8.9352978829992934e-06 -7.1490729897050184e-05 4.4738988125808882e-05 8.317975874282032e-05 -3.2485872257633938e-05 -5.5766082853854949e-05 5.0784448503691238e-05 -3.5339526780094102e-05 3.987960307212133e-05 -5.9157831628908752e-05 -1.6076462437316274e-05 8.0607203562976801e-05 -2.6783508458325551e-05 3.5584503547720343e-05 6.3916203662445142e-07 1.2246762425265107e-06 -5.6326081012857375e-05 6.2764017227733425e-05
leaf_weight=22 26 20 21 21 36 29 34 23 22 20 21 21 20 22 27 24 35 24 20 27 27 24 24 22 38 31 2351 37 29 23
leaf_count=22 26 20 21 21 36 29 34 23 22 20 21 21 20 22 27 24 35 24 20 27 27 24 24 22 38 31 2351 37 29 23
internal_value=0 2.31016e-07 -8.76197e-08 -2.37853e-05 2.40106e-07 -9.51945e-08 -1.55024e-05 -3.91928e-06 1.92746e-05 4.77999e-07 2.41534e-05 3.82433e-09 3.73896e-07 -3.31926e-05 8.80288e-07 4.50768e-07 7.56716e-07 1.18748e-06 4.52397e-07 9.60969e-07 5.82515e-07 9.54693e-07 5.47181e-07 3.01636e-05 9.33965e-09 4.17407e-07 -2.50361e-08 5.56598e-07 -5.49523e-08 2.48148e-05
internal_weight=0 3099 3079 42 3037 3011 108 79 45 2903 57 2846 2826 42 2784 2757 2736 2701 2677 2653 2633 2606 2579 46 2533 2495 2464 2440 2380 60
internal_count=3121 3099 3079 42 3037 3011 108 79 45 2903 57 2846 2826 42 2784 2757 2736 2701 2677 2653 2633 2606 2579 46 2533 2495 2464 2440 2380 60
is_linear=0
shrinkage=0.1


Tree=4037
num_leaves=31
num_cat=0
split_feature=156 472 10 4 0 13 33 51 45 142 132 1185 1203 15 15 457 43 0 0 1374 151 1452 157 156 157 49 1375 52 4 15
split_gain=2.65531e-06 3.07321e-06 2.12694e-06 1.78885e-05 4.08311e-05 3.62059e-05 3.3878e-06 2.63408e-06 2.59821e-06 3.6833e-06 2.30956e-06 1.48458e-05 6.039e-06 2.46787e-06 1.23973e-05 1.02471e-05 1.94338e-05 9.92693e-06 7.85185e-06 8.2484e-06 6.70339e-06 6.43315e-06 6.23945e-06 2.36825e-05 2.00328e-05 1.48362e-05 6.41632e-06 6.16935e-06 1.44544e-05 5.40759e-06
threshold=0.3248100000000001 -0.097514999999999977 -0.011559999999999999 0.053180000000000012 -0.10096999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087505000000000013 0.094030000000000016 -1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.07490999999999999 -0.077219999999999983 0.098180000000000003 -0.052894999999999991 -0.23051499999999997 -0.23051499999999997 -1.0000000180025095e-35 -0.080284999999999981 0.082765000000000019 -0.087184999999999985 0.086945000000000008 -0.086244999999999988 -0.0069299999999999995 -0.080114999999999978 -0.21968999999999997 -0.018869999999999994 0.083195000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 -4 -3 9 -8 12 -12 -11 14 18 17 -17 -15 20 -20 -13 27 23 25 -24 -19 -26 28 -21 -28
right_child=-2 2 6 4 -6 -7 8 -9 -10 10 11 13 -14 15 -16 16 -18 22 19 21 -22 -23 24 -25 26 -27 29 -29 -30 -31
leaf_value=3.9324159770330881e-05 -3.3852265218940926e-05 -2.2396510721591768e-05 3.5145896202136228e-05 0.00013018612865419962 -3.9484442626220503e-05 -0.00016152089518413961 4.1289685490979047e-05 2.8926773466082524e-05 -2.6503337422430681e-05 -3.5643911489162366e-06 8.4778989273781051e-05 9.3267599913815507e-06 -5.4886719310441264e-05 6.0851182892152937e-05 8.2575386113603602e-05 8.8680496056830244e-06 -0.00011672716250359372 3.2243708712350649e-05 6.8747936456929902e-05 -6.5050531544408805e-06 -6.5413839717317997e-05 -3.8186944459864344e-05 -0.00010222044763395389 9.4254971525280725e-05 5.0922086254855537e-05 -7.8384527585678203e-05 -9.4265509938551451e-06 2.3965436151466555e-06 7.6837848322803019e-05 2.5272877638144083e-06
leaf_weight=20 23 20 28 23 37 20 22 20 36 194 21 20 26 26 20 28 22 27 20 46 30 35 20 31 23 22 633 649 38 941
leaf_count=20 23 20 28 23 37 20 22 20 36 194 21 20 26 26 20 28 22 27 20 46 30 35 20 31 23 22 633 649 38 941
internal_value=0 2.51329e-07 -2.55575e-09 -1.30538e-05 2.55559e-05 -5.16635e-05 5.26907e-07 3.26513e-06 1.96077e-07 5.28205e-07 2.15965e-07 1.03273e-06 -9.62976e-06 3.64287e-07 4.76691e-06 -1.76625e-06 -4.63938e-05 -4.71198e-07 2.9099e-06 5.3482e-06 -3.55176e-05 3.69716e-06 -1.41073e-06 2.58503e-05 -2.75945e-06 -1.74261e-05 -1.51385e-06 5.69708e-06 3.11977e-05 -2.28007e-06
internal_weight=0 3098 3078 120 60 60 2958 40 2930 2894 2872 2652 220 2631 858 1773 50 1723 838 788 50 768 1697 80 1617 49 1597 733 84 1574
internal_count=3121 3098 3078 120 60 60 2958 40 2930 2894 2872 2652 220 2631 858 1773 50 1723 838 788 50 768 1697 80 1617 49 1597 733 84 1574
is_linear=0
shrinkage=0.1


Tree=4038
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 142 45 1456 2 1456 16 403 1456 1420 157 11 12 155 16 1425 472 471 1419 49 133 49 484 133 13 49 0
split_gain=2.36578e-06 6.52267e-05 3.41292e-05 1.24576e-05 2.39119e-06 2.39505e-06 4.04341e-06 1.19056e-05 3.68017e-06 1.75309e-05 7.49175e-06 3.3188e-06 2.78694e-06 4.31842e-06 2.66793e-06 1.40114e-05 7.53392e-06 4.98549e-06 3.33785e-06 4.23504e-06 4.20873e-06 9.11498e-06 3.81799e-06 1.19854e-05 2.96705e-05 2.21269e-05 1.48453e-05 8.37024e-06 7.28056e-06 4.97873e-06
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -1.0000000180025095e-35 0.084355000000000013 0.11027500000000001 0.10327000000000001 0.091180000000000011 -0.008904999999999998 -0.56738999999999995 0.088020000000000001 0.056520000000000008 0.63397500000000007 0.090070000000000025 0.10149500000000002 0.13782500000000003 -0.014754999999999999 0.089180000000000009 -0.082054999999999975 0.086110000000000006 0.086890000000000009 0.096415000000000015 0.089405000000000012 0.11428500000000001 0.065750000000000017 0.085760000000000017 -0.085384999999999975 0.092975000000000016 -0.14723999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 8 -8 10 -10 -6 12 13 14 16 -16 18 -17 19 -12 22 -22 28 26 -25 -26 27 -24 -21 -29
right_child=2 -3 4 -5 5 -7 7 -9 9 -11 11 -13 -14 -15 15 17 -18 -19 -20 20 21 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=-1.7415859061161016e-07 -0.0001248356107019142 0.00016933663937379606 -3.0600901212892498e-05 -8.3460488185664884e-05 -5.9386769827965294e-05 2.3348777293803223e-05 -7.099726580204804e-05 2.1278748910710284e-05 -4.1010552376974377e-05 7.2719501005132881e-05 -3.3306928698469787e-05 4.0173379385946436e-05 -3.51818224523661e-05 4.6849090285832065e-05 6.8507733635669873e-05 1.5034378338896204e-05 -5.9981805723163279e-05 -5.5573659578840308e-05 3.8944544873877685e-05 4.7053559117374342e-07 8.024258371733595e-05 -1.5229800483211874e-05 -5.3489883185014179e-05 -0.00012026786057357377 -4.2725448324745236e-05 8.6096769082359982e-05 6.8052051331809102e-05 -3.2169141937069631e-05 5.0913543870184849e-05 1.9280483087748188e-05
leaf_weight=176 22 23 25 20 21 45 29 27 23 33 38 21 22 20 32 20 21 20 22 2144 20 20 33 31 40 20 30 26 29 68
leaf_count=176 22 23 25 20 21 45 29 27 23 33 38 21 22 20 32 20 21 20 22 2144 20 20 33 31 40 20 30 26 29 68
internal_value=0 1.00223e-05 -7.56334e-07 -8.67276e-06 1.91493e-07 4.61129e-07 9.46009e-08 -2.6507e-05 6.3552e-07 2.60089e-05 1.08867e-07 5.75586e-07 2.62501e-07 5.58543e-07 2.04369e-07 1.9187e-05 -3.33297e-07 -2.02696e-05 1.63577e-07 -1.77832e-07 3.3371e-07 3.25064e-05 -1.9785e-07 -1.19529e-05 -4.08284e-05 2.15291e-07 4.78389e-06 -1.01613e-05 1.14373e-06 5.04974e-06
internal_weight=0 219 2902 196 2880 2855 2810 56 2754 56 2698 2677 2656 2634 2614 72 2542 40 2521 2499 2461 40 2421 248 91 60 157 127 2173 94
internal_count=3121 219 2902 196 2880 2855 2810 56 2754 56 2698 2677 2656 2634 2614 72 2542 40 2521 2499 2461 40 2421 248 91 60 157 127 2173 94
is_linear=0
shrinkage=0.1


Tree=4039
num_leaves=31
num_cat=0
split_feature=1429 1417 156 1428 475 475 52 475 47 47 47 393 131 2 483 48 13 13 0 9 9 3 13 34 9 131 14 15 1456 1456
split_gain=2.20974e-06 5.26001e-06 4.11631e-06 5.11995e-06 2.39091e-06 3.35613e-06 3.56199e-06 2.73329e-06 2.78526e-06 2.05195e-05 1.36371e-05 4.3198e-06 4.08818e-06 5.14214e-06 1.51552e-05 5.58945e-06 1.06208e-05 4.4726e-06 7.03531e-06 3.83529e-06 1.4416e-05 1.25596e-05 3.59549e-06 3.34825e-06 6.72549e-06 3.35657e-06 3.4291e-06 1.48304e-05 1.16277e-05 5.5943e-06
threshold=0.12521000000000002 -0.080324999999999994 0.3248100000000001 0.10024500000000001 -0.50059999999999982 -0.10664 -0.07167999999999998 -0.091889999999999986 0.092165000000000011 0.096475000000000019 0.089785000000000018 0.12679500000000002 0.096490000000000006 0.10402500000000002 -1.0000000180025095e-35 0.13400000000000004 -0.080344999999999986 -0.016469999999999995 -0.094654999999999975 0.092235000000000011 0.086220000000000005 -0.13309499999999996 -0.076384999999999995 -0.097449999999999981 -0.090799999999999978 0.13767000000000004 -0.23960999999999996 -0.41396999999999995 0.11585000000000002 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -7 10 -10 11 19 13 14 -11 16 -15 22 -19 20 23 -21 -16 -9 -25 26 27 -26 29 -28
right_child=-2 2 -4 -5 5 7 -8 8 9 12 -12 -13 -14 15 17 -17 -18 18 -20 21 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=-4.8936905328777027e-05 3.3132891785498942e-05 3.4543199690233449e-05 -4.5084878147463319e-05 4.8497906821219e-05 -5.3609510071813327e-05 3.538997936464677e-05 1.4618622789503603e-06 3.8754449567270721e-05 -8.3481647539663379e-05 9.5362892752746118e-05 8.3337956747442385e-05 4.1005329582661108e-05 -3.6449939906495797e-05 8.2224002918943988e-06 2.711274474920725e-06 1.4645914217742922e-05 -8.5855589956433204e-05 7.3160997526429132e-05 -1.5843377963499414e-06 3.4671684570639624e-05 8.5150643317319916e-05 -6.6971142176396002e-05 -3.8579232065482456e-05 -5.2035623139090606e-05 -2.4384932229997291e-06 -3.8792204511330719e-05 -2.0745443939112943e-07 9.5521241255482899e-05 -6.3210420570424596e-05 3.428914318040673e-05
leaf_weight=22 20 20 20 22 24 22 23 22 33 20 20 26 28 24 71 33 24 20 34 20 20 31 30 25 68 22 2280 20 29 48
leaf_count=22 20 20 20 22 24 22 23 22 33 20 20 26 28 24 71 33 24 20 34 20 20 31 30 25 68 22 2280 20 29 48
internal_value=0 -2.1369e-07 1.34446e-07 4.30094e-07 8.18911e-08 -1.46556e-07 -2.66597e-05 2.73012e-07 1.09448e-08 -8.84429e-06 1.07788e-06 4.47777e-07 -1.7164e-07 3.7963e-06 1.34385e-05 -1.70356e-05 -3.88166e-05 2.86759e-06 2.60991e-05 3.98483e-08 5.86298e-07 -2.71112e-05 -9.55323e-06 -8.64492e-08 -4.29346e-07 9.36195e-08 4.43512e-07 1.98251e-05 -2.8011e-07 5.03816e-07
internal_weight=0 3101 3079 3059 3037 3017 47 2970 2948 317 2631 2611 284 256 175 81 48 155 54 2585 2534 51 101 2514 2492 2467 2445 88 2357 2328
internal_count=3121 3101 3079 3059 3037 3017 47 2970 2948 317 2631 2611 284 256 175 81 48 155 54 2585 2534 51 101 2514 2492 2467 2445 88 2357 2328
is_linear=0
shrinkage=0.1


Tree=4040
num_leaves=31
num_cat=0
split_feature=1373 457 49 1348 456 150 3 149 132 1185 1203 1208 1208 1208 1209 1209 1209 401 1212 401 391 129 128 38 43 43 1374 150 457 1374
split_gain=2.12627e-06 4.73233e-06 1.25652e-05 6.03386e-06 2.58086e-06 2.92339e-06 6.96721e-06 2.77832e-06 2.25335e-06 1.55087e-05 7.75869e-06 2.22426e-06 4.22559e-06 4.77087e-06 3.632e-06 4.29925e-06 4.62846e-06 3.42672e-06 1.63287e-05 6.88376e-06 1.00737e-05 6.69716e-06 4.15637e-06 3.14215e-06 2.74865e-06 2.31916e-05 1.20831e-05 2.18578e-05 1.13862e-05 1.12646e-05
threshold=-1.0000000180025095e-35 0.11612500000000002 -0.049784999999999989 -0.047944999999999995 -0.11319999999999998 0.12068000000000002 -0.07928499999999998 0.091325000000000003 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.092099999999999987 -0.085894999999999985 -0.077594999999999983 0.11602000000000001 -0.089544999999999986 0.10632500000000002 -0.088134999999999977 -0.075474999999999987 0.11976500000000002 0.10828500000000001 -0.082389999999999977 -0.08287499999999999 0.086000000000000007 0.10699000000000002 0.085360000000000005 0.088460000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 7 -7 8 10 -10 -6 12 13 14 -11 -16 -17 19 -19 20 -18 -22 23 24 25 26 27 28 -23 -26
right_child=1 2 -4 4 5 6 -8 -9 9 11 -12 -13 -14 -15 15 16 17 18 -20 -21 21 22 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-2.8477767283710331e-05 -5.4987205367069691e-05 -2.4950614897534254e-05 7.9975401546107609e-05 -3.1876817665761336e-05 -2.2475434561033818e-06 -1.655008542332904e-05 5.9913065524597189e-05 -2.7241300346292056e-05 8.6732894072026425e-05 3.6514286330202593e-05 -5.8558215724653043e-05 -2.8097033780930499e-05 3.6869297775865566e-05 -4.7163098047132651e-05 -4.4758686791673039e-05 4.1857511516556972e-05 -7.0538787181249066e-05 2.5568811517963505e-05 -8.5939833176477509e-05 4.4806145534883919e-05 5.0250111160965864e-05 5.4440922052062617e-07 4.5560658018075633e-05 -3.6218037748388573e-05 -1.0747581728664052e-06 0.00010894328141668148 7.8753498677670565e-05 -0.0001030768657437875 7.3788570873809737e-05 -7.1549200349537662e-05
leaf_weight=26 20 21 25 25 194 22 26 37 21 28 28 27 32 21 21 27 20 29 24 35 27 602 20 24 1633 21 20 20 22 23
leaf_count=26 20 21 25 25 194 22 26 37 21 28 28 27 32 21 21 27 20 29 24 35 27 602 20 24 1633 21 20 20 22 23
internal_value=0 2.39232e-07 3.20744e-05 -2.41063e-07 1.20417e-07 3.86706e-07 2.48675e-05 -1.08163e-08 3.34346e-07 1.13148e-06 -9.34979e-06 4.59723e-07 7.50788e-07 3.0914e-07 6.93161e-07 3.02588e-07 6.74118e-07 2.32867e-07 -2.49257e-05 7.73363e-07 1.39667e-07 7.25724e-07 1.6507e-07 -2.18825e-07 1.5024e-07 5.47799e-06 2.20575e-06 -1.71513e-07 3.12674e-06 -2.05357e-06
internal_weight=0 3095 46 3049 3029 3004 48 2956 2919 2697 222 2676 2649 2617 2596 2568 2547 2520 53 2467 2432 2412 2385 2365 2341 685 664 644 624 1656
internal_count=3121 3095 46 3049 3029 3004 48 2956 2919 2697 222 2676 2649 2617 2596 2568 2547 2520 53 2467 2432 2412 2385 2365 2341 685 664 644 624 1656
is_linear=0
shrinkage=0.1


Tree=4041
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1429 474 11 11 12 155 11 43 130 130 11 400 10 0 15 150 9 33 14 43 45 160 3 3 13 47
split_gain=2.27449e-06 6.08683e-05 3.28697e-05 1.28777e-05 1.98629e-06 4.81919e-06 2.13895e-06 1.16431e-05 1.16051e-05 2.0061e-05 6.49406e-06 4.41142e-06 6.8627e-06 5.15839e-06 4.73854e-06 4.06583e-06 2.74522e-06 2.60801e-05 1.95663e-05 8.43541e-06 4.42098e-06 1.6333e-05 2.87831e-06 1.06193e-05 9.97778e-06 8.13869e-06 4.16488e-06 1.96551e-05 1.78878e-05 1.07074e-05
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.12521000000000002 -0.45463999999999999 0.088065000000000018 0.086080000000000018 0.10149500000000002 0.11854500000000001 0.098860000000000017 -0.53814999999999991 -0.22699999999999995 -0.14750499999999997 0.082485000000000017 -0.40134499999999995 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 0.085210000000000022 0.092235000000000011 -1.0000000180025095e-35 -0.31455999999999995 -0.05647499999999999 0.094030000000000016 -0.076214999999999991 -0.042499999999999989 -0.053259999999999995 -0.15416999999999995 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 7 11 9 -8 -10 -7 -13 -14 15 -15 17 -17 -19 -20 21 -18 23 -23 26 -25 27 28 -24 -28
right_child=2 -3 4 -5 -6 6 8 -9 10 -11 -12 12 13 14 -16 16 20 18 19 -21 -22 22 24 25 -26 -27 29 -29 -30 -31
leaf_value=1.616883917592008e-06 -0.00012250981690158371 0.00017612428413485762 -4.7759470319198004e-05 -8.2989589791395709e-05 3.1593167550454387e-05 4.0601312476037829e-05 -6.7818821494088134e-06 -7.2660533619868655e-05 -6.2608983284917485e-05 0.00012353628037436423 9.6054592838547922e-06 -5.3256868128907323e-05 4.9823463788405732e-05 4.5359657378867267e-05 -4.7247857686930474e-05 -0.00011783035479311366 8.8963550764934306e-05 8.7286871807325798e-05 -6.509829850983807e-05 1.8816759636494049e-05 -4.0304654668524075e-05 -3.6097427834068767e-05 -9.0218150250042208e-05 1.1302704660920426e-06 -5.563902238350238e-05 8.6715452765929524e-05 1.3587515748505466e-05 -9.7908683251478668e-05 5.0964333530773758e-07 -2.8294484953091475e-05
leaf_weight=179 22 20 21 20 20 27 27 22 20 21 33 24 21 20 21 20 21 23 25 23 26 22 22 20 32 25 477 21 1776 70
leaf_count=179 22 20 21 20 20 27 27 22 20 21 33 24 21 20 21 20 21 23 25 23 26 22 22 20 32 25 477 21 1776 70
internal_value=0 9.82701e-06 -7.416e-07 -6.88628e-06 1.88574e-07 -3.10383e-08 3.22008e-07 -2.05176e-07 1.46134e-05 5.02323e-05 -1.76453e-05 3.81723e-07 -2.21182e-08 4.57294e-07 6.52028e-08 4.43996e-07 9.8889e-08 -1.69635e-05 1.14497e-05 -2.4889e-05 7.16994e-07 1.14602e-06 3.97881e-07 2.0841e-05 -1.733e-07 4.86776e-05 5.76871e-07 -1.72389e-06 -6.00485e-07 8.22784e-06
internal_weight=0 219 2902 199 2880 2860 2839 2738 101 48 53 2716 2689 2665 2644 2623 2603 91 71 48 2512 2486 2465 67 2398 45 2366 1819 1798 547
internal_count=3121 219 2902 199 2880 2860 2839 2738 101 48 53 2716 2689 2665 2644 2623 2603 91 71 48 2512 2486 2465 67 2398 45 2366 1819 1798 547
is_linear=0
shrinkage=0.1


Tree=4042
num_leaves=31
num_cat=0
split_feature=33 9 16 13 130 4 472 1429 16 1 12 0 13 133 12 0 484 475 4 475 43 484 12 157 0 0 12 1454 1455 0
split_gain=2.40462e-06 3.10696e-06 5.80028e-05 1.91758e-05 2.44247e-06 4.15547e-06 2.17834e-06 4.0899e-06 2.96725e-06 3.81411e-06 3.26803e-06 3.63676e-06 1.25568e-05 1.18296e-05 4.71009e-06 4.30808e-06 2.51894e-06 2.08917e-05 1.83588e-05 3.70652e-05 1.83265e-05 1.04409e-05 6.55054e-06 5.2975e-06 8.71152e-06 1.48752e-05 7.7033e-06 3.93579e-06 3.95721e-06 4.03973e-06
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.076384999999999995 -0.23123999999999997 0.62931500000000018 -0.38234499999999999 -0.23587499999999997 0.63636000000000015 0.10752500000000002 -0.12529499999999996 0.12411500000000002 0.095710000000000017 0.089755000000000015 0.091200000000000017 0.10455500000000001 0.085790000000000019 -0.085774999999999976 -0.0086549999999999978 -0.084144999999999984 -0.08231999999999999 0.085435000000000025 0.084225000000000008 -0.08107499999999998 -0.074824999999999989 -0.08095999999999999 0.083815000000000014 0.096235000000000015 -0.092919999999999989 -0.14794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 -6 -8 10 -10 -9 15 13 14 -13 16 21 -18 19 -19 -20 27 -22 -21 25 26 -25 28 -12 -30
right_child=1 2 -4 -5 5 -7 7 8 9 -11 11 12 -14 -15 -16 -17 17 18 20 23 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-2.7712439470868108e-05 3.3019151735722765e-05 1.9091200524796834e-05 0.00016295117529807612 -0.00011479378640615323 -3.0041906878371568e-05 -3.6265967378312783e-05 4.2211651516086225e-05 2.3959083601336092e-05 3.7071413680678234e-06 -5.8051309433722051e-05 4.2684094858652156e-05 -6.6721793536132841e-05 7.6689179776520992e-05 6.032706874975702e-05 -3.0470622312770085e-06 -3.7366439951824762e-05 -8.9822609202358245e-05 0.00014581049002853911 -0.00010357532550318429 -4.4236197971345278e-05 -4.019666128312695e-05 7.0725351906730791e-05 2.5564189976042447e-05 -2.4380386712437033e-05 6.7973406302847996e-05 -7.8350058292926401e-05 5.574089946700649e-05 -2.9062761559148585e-05 1.1990259047779073e-05 -1.3585340787671335e-06
leaf_weight=31 22 23 20 20 24 32 23 57 20 20 22 21 27 20 26 32 29 21 27 21 28 21 33 20 21 20 30 46 254 2110
leaf_count=31 22 23 20 20 24 32 23 57 20 20 22 21 27 20 26 32 29 21 27 21 28 21 33 20 21 20 30 46 254 2110
internal_value=0 2.78026e-07 2.22579e-05 -4.31809e-05 -1.79433e-07 -4.22485e-07 -3.66818e-08 2.07511e-07 -1.22665e-07 -2.71721e-05 2.5224e-07 -2.25416e-07 1.91146e-05 -4.08716e-06 -3.14975e-05 -8.90117e-07 -4.58285e-07 -1.00206e-05 4.51121e-07 2.38956e-05 -3.49821e-05 5.16272e-07 -4.62112e-06 1.0366e-06 1.14842e-05 -5.4626e-06 2.36924e-05 -8.99745e-08 4.68596e-07 7.57271e-08
internal_weight=0 3090 63 43 3027 3005 2973 2949 2926 40 2886 2829 94 67 47 2735 2703 250 221 133 88 2453 61 112 91 70 50 2432 2386 2364
internal_count=3121 3090 63 43 3027 3005 2973 2949 2926 40 2886 2829 94 67 47 2735 2703 250 221 133 88 2453 61 112 91 70 50 2432 2386 2364
is_linear=0
shrinkage=0.1


Tree=4043
num_leaves=31
num_cat=0
split_feature=1429 156 13 13 0 484 159 1 2 128 2 133 2 401 401 401 1209 1209 49 49 157 51 1373 150 147 0 48 3 160 16
split_gain=2.49853e-06 5.32625e-06 2.28364e-06 1.34756e-05 9.52492e-06 6.83412e-06 1.10747e-05 6.66762e-06 1.07921e-05 1.1708e-05 8.37733e-06 1.33695e-05 5.46599e-06 3.78474e-06 4.57082e-06 3.70593e-06 7.55595e-06 5.87691e-06 3.57106e-06 8.27274e-06 6.62543e-06 5.78117e-06 5.37248e-06 4.90079e-06 5.30391e-06 5.93198e-06 4.2397e-06 4.10167e-06 6.13236e-06 5.39072e-06
threshold=-0.23752499999999996 0.32523500000000005 0.095710000000000017 0.084330000000000016 0.12411500000000002 0.090535000000000018 0.10141500000000002 0.13743000000000002 0.080205000000000012 0.081870000000000012 0.090425000000000019 0.12032500000000002 0.095195000000000016 0.13729500000000003 0.12006000000000001 0.11444000000000001 -0.089214999999999989 -0.077594999999999983 -0.10069499999999999 -0.088694999999999982 -0.075754999999999989 -0.029554999999999994 -1.0000000180025095e-35 0.12820000000000001 0.097985000000000017 -0.26609999999999995 -0.089814999999999992 -0.088084999999999983 0.079055000000000014 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 5 6 7 8 9 -4 11 -10 -12 14 15 16 -2 -18 20 -20 -19 -22 -21 24 25 -24 -27 -23 29 -29
right_child=1 -3 4 -5 -6 -7 -8 -9 10 -11 12 -13 -14 -15 -16 -17 17 18 19 22 21 27 23 -25 -26 26 -28 28 -30 -31
leaf_value=-3.358111002440141e-05 -4.7939770416688232e-05 5.1677070659934541e-05 0.00010632455328959622 -5.9344649121274601e-05 5.980449705589308e-05 -4.7722315066494048e-05 7.317639445951184e-05 -5.200160062486248e-05 8.4080792515558893e-06 -5.8307019311801673e-07 5.5850828066468234e-05 -0.00010338435997709895 -2.2529722510251519e-06 4.2143041043475807e-05 -3.8652924476698375e-05 3.9086091085967685e-05 4.4217035016724065e-05 6.4526647411580412e-05 -5.6198099304714963e-05 -4.9735740222703578e-05 -4.3115498910992756e-05 5.2739410729491682e-05 5.4106399111333311e-05 3.6020470415186958e-05 -4.2436850975112369e-05 3.4468875716864952e-05 -1.1026492160583517e-06 -1.4616267462770339e-05 -4.2469930885999932e-05 5.5037479767634063e-05
leaf_weight=22 33 20 20 39 32 25 23 22 23 21 20 20 85 21 31 24 30 23 27 22 20 23 20 37 30 34 2309 20 20 25
leaf_count=22 33 20 20 39 32 25 23 22 23 21 20 20 85 21 31 24 30 23 27 22 20 23 20 37 30 34 2309 20 20 25
internal_value=0 2.38395e-07 -9.57305e-08 -9.75582e-07 8.33391e-06 1.97461e-06 7.28411e-06 1.01535e-07 6.16645e-06 5.1567e-05 -6.41073e-06 -4.35884e-05 8.81442e-06 -1.47501e-07 -4.73051e-07 -3.42021e-08 -3.85451e-07 2.08978e-07 -2.96861e-07 -1.14717e-06 1.57941e-05 5.41583e-06 -5.40979e-07 -9.55948e-08 -6.54013e-07 -1.23549e-07 -5.8646e-07 1.64457e-05 3.60328e-06 2.40803e-05
internal_weight=0 3099 3079 2788 291 259 234 211 189 41 148 43 105 2749 2728 2697 2673 2640 2610 2479 131 108 2452 2430 2393 2363 2343 88 65 45
internal_count=3121 3099 3079 2788 291 259 234 211 189 41 148 43 105 2749 2728 2697 2673 2640 2610 2479 131 108 2452 2430 2393 2363 2343 88 65 45
is_linear=0
shrinkage=0.1


Tree=4044
num_leaves=31
num_cat=0
split_feature=472 1429 1425 1426 132 1203 1204 4 50 1185 130 40 12 16 16 4 1429 1429 159 42 159 159 13 129 2 1429 16 51 1 42
split_gain=2.39506e-06 3.81825e-06 2.55327e-06 2.45525e-06 2.08371e-06 6.22317e-05 2.8403e-05 6.41365e-05 1.43737e-05 1.35507e-05 2.36325e-06 4.67391e-06 3.96849e-06 3.01721e-06 9.82436e-06 2.79129e-05 5.62685e-06 5.34546e-06 5.04858e-06 1.36864e-05 1.08041e-05 8.28405e-06 5.76491e-06 5.71281e-06 8.04156e-06 9.54773e-06 1.11764e-05 7.49778e-06 1.29891e-05 3.72698e-05
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 1.0000000180025095e-35 -0.083284999999999984 0.089165000000000008 -0.081484999999999988 -0.082349999999999993 0.093975000000000017 -0.083264999999999992 -0.23123999999999997 -0.24290999999999999 0.13043000000000002 0.0013750000000000001 -0.0013749999999999997 -0.0070899999999999991 0.091465000000000005 0.091465000000000005 0.10545500000000001 0.094365000000000018 0.11576000000000002 0.092820000000000014 -0.093839999999999993 0.090795000000000015 0.090425000000000019 0.084885000000000002 0.037555000000000005 -0.020454999999999997 0.076935000000000017 0.086325000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 8 7 -6 -3 -8 -11 -12 13 14 16 -16 -13 18 21 20 -20 22 -15 24 25 26 -24 -26 29 -29
right_child=1 2 -4 -5 6 -7 9 -9 -10 10 11 12 -14 17 15 -17 -18 -19 19 -21 -22 -23 23 -25 27 -27 -28 28 -30 -31
leaf_value=-3.1468492094669881e-05 4.0836695331128558e-05 4.3145275867573219e-07 -3.3253420833321087e-05 3.5112810110149439e-05 1.5835180880685586e-05 0.00016491212214611513 8.263896139396821e-05 -0.00020907339999428674 -8.7205855775859427e-05 3.2670220831608856e-05 -4.840114635953796e-05 1.1439275354249651e-06 3.025608173545131e-05 2.7907513876291273e-05 -2.8138460725636432e-05 0.00011565382107316207 -4.5703047460567458e-05 2.2752076850641365e-05 -0.00010746714609558694 2.8549322595844623e-05 -2.1894032926815677e-05 5.8214636483171495e-05 -4.9652685281236045e-05 3.143218012654313e-05 -8.8502846486471399e-06 6.1316123901633548e-05 5.3044316781852524e-06 -0.00016208107218618456 6.0401536302379103e-06 -1.8187246870285083e-05
leaf_weight=24 23 172 23 20 32 23 20 21 21 22 20 1847 43 43 27 27 26 60 25 27 36 20 47 31 127 23 174 27 36 54
leaf_count=24 23 172 23 20 32 23 20 21 21 22 20 1847 43 43 27 27 26 60 25 27 36 20 47 31 127 23 174 27 36 54
internal_value=0 2.4386e-07 -5.98599e-08 1.9037e-07 -4.00649e-08 9.4253e-06 -7.6636e-07 -7.32795e-05 -9.10421e-06 6.25095e-07 2.68905e-08 -2.37136e-07 1.19634e-07 -3.68084e-07 1.706e-06 4.37577e-05 4.93622e-07 -5.84311e-06 -8.40387e-06 -3.07276e-05 -5.6965e-05 -5.02846e-06 -7.2791e-06 -1.01944e-05 -1.28387e-05 -1.7797e-09 -6.38328e-06 -2.56756e-05 -4.39389e-05 -6.61519e-05
internal_weight=0 3097 3074 3051 3031 216 2815 53 193 2762 2742 2720 2700 2657 1927 54 1873 730 670 88 61 582 562 519 488 244 221 244 117 81
internal_count=3121 3097 3074 3051 3031 216 2815 53 193 2762 2742 2720 2700 2657 1927 54 1873 730 670 88 61 582 562 519 488 244 221 244 117 81
is_linear=0
shrinkage=0.1


Tree=4045
num_leaves=31
num_cat=0
split_feature=33 11 1429 156 2 2 399 403 1453 3 47 15 132 129 1 43 3 130 51 0 50 15 15 1 42 13 16 43 12 16
split_gain=2.59213e-06 2.60369e-06 2.64107e-06 4.73555e-06 2.64767e-06 1.77716e-05 1.57438e-05 1.64835e-05 1.29302e-05 1.47298e-05 3.83382e-05 3.73935e-05 1.14818e-05 9.18439e-06 1.16998e-05 1.86704e-05 2.18811e-05 1.42665e-05 7.08712e-06 9.33965e-06 1.86168e-05 1.33397e-05 1.12181e-05 7.77352e-06 7.14595e-06 9.99359e-06 6.52407e-06 1.21563e-05 6.61775e-06 8.9118e-06
threshold=-0.009184999999999997 -1.0000000180025095e-35 -0.23752499999999996 0.32523500000000005 0.083715000000000026 0.083865000000000009 0.091580000000000009 -0.53960999999999981 -0.079219999999999985 -1.0000000180025095e-35 0.094160000000000008 -0.10324499999999999 -0.083284999999999984 0.085395000000000013 0.085475000000000009 -0.0061399999999999988 -0.086869999999999989 -1.0000000180025095e-35 0.087505000000000013 -0.072269999999999987 0.07826000000000001 0.11842000000000001 0.097485000000000016 0.087695000000000009 0.094525000000000012 -0.06884499999999999 -0.080954999999999985 -0.11278499999999998 0.090695000000000012 -0.105305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 7 -4 -9 12 11 -11 -10 14 15 16 -14 -16 19 21 24 22 23 -19 25 -21 28 -28 29 -25
right_child=1 2 3 -5 5 -7 -8 8 9 10 -12 -13 13 -15 17 -17 -18 18 -20 20 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-2.8772670339094476e-05 -3.2520538491098704e-05 -3.3978011131032625e-05 7.6972280432277464e-05 4.9294689233647659e-05 -8.8758637344732932e-05 -3.9648518123159942e-07 8.6921024447529711e-05 7.9486310860374948e-05 -6.445406022866143e-05 -9.178952552449321e-05 0.00014425314285138787 7.0426183932189215e-05 -2.1453472653510907e-05 4.3058338344100126e-05 7.2256747982464724e-05 2.5561373439376002e-05 -0.00015018541084630313 -5.0436016733458799e-05 3.451748123908845e-05 -8.254538364174854e-05 -0.00010671568865151271 -7.7923967623974035e-05 6.044895873107153e-05 7.3208999128837605e-06 2.804282589603381e-05 -5.6216910882524156e-06 -7.9660672972750043e-05 4.65035641634316e-06 -2.3691873256414489e-06 9.9552764764997516e-05
leaf_weight=31 24 22 29 20 23 2192 23 20 33 27 24 30 31 39 25 27 23 28 41 24 26 20 34 20 31 57 20 118 37 22
leaf_count=31 24 22 29 20 23 2192 23 20 33 27 24 30 31 39 25 27 23 28 41 24 26 20 34 20 31 57 20 118 37 22
internal_value=0 2.88663e-07 5.45487e-07 7.95e-07 4.74235e-07 -1.31402e-06 5.37037e-06 2.98403e-06 1.49604e-07 -2.00336e-06 3.82289e-05 -6.41284e-06 -6.97107e-06 -3.92622e-06 -7.06389e-06 -4.23354e-05 -7.62837e-05 -1.38399e-06 -5.23549e-06 -8.96518e-06 -3.04841e-05 9.66636e-07 6.62188e-06 -8.48004e-07 -1.27875e-05 -2.84139e-05 5.55045e-06 -7.56863e-06 2.84673e-05 5.56328e-05
internal_weight=0 3090 3066 3044 3024 2215 809 786 757 737 81 57 656 623 584 81 54 503 478 437 138 299 279 245 112 81 217 138 79 42
internal_count=3121 3090 3066 3044 3024 2215 809 786 757 737 81 57 656 623 584 81 54 503 478 437 138 299 279 245 112 81 217 138 79 42
is_linear=0
shrinkage=0.1


Tree=4046
num_leaves=31
num_cat=0
split_feature=130 40 130 394 472 1429 1429 131 131 0 131 160 128 400 13 12 12 2 1210 13 15 133 160 160 159 160 1447 3 52 403
split_gain=2.51644e-06 6.95799e-06 2.57813e-06 6.39839e-06 2.43818e-06 3.6564e-06 2.14126e-06 2.19552e-06 1.75686e-05 3.40858e-05 1.50422e-05 6.81551e-06 7.32682e-06 8.74979e-06 5.2663e-06 7.27339e-06 6.72111e-06 2.043e-05 1.20806e-05 6.81596e-06 8.95837e-06 5.21503e-06 4.29228e-06 4.17023e-06 1.81626e-05 1.42479e-05 4.9003e-06 2.02863e-05 3.15793e-05 1.6845e-05
threshold=-0.23647499999999996 -0.23755499999999996 -0.098119999999999985 0.013605000000000001 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 0.090690000000000007 0.089415000000000008 -0.081674999999999984 0.088315000000000018 -0.4136149999999999 0.088865000000000013 -0.39724499999999996 -0.085584999999999981 -0.54415499999999983 0.085495000000000015 0.10981000000000002 -0.056299999999999996 -0.077799999999999994 0.088655000000000025 0.31382500000000008 -0.021249999999999995 -0.55248999999999981 -0.025879999999999997 -0.54512499999999997 -0.085709999999999995 -0.085784999999999986 -0.0087299999999999982 -0.54856499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 8 10 -10 23 -9 13 -13 15 -15 17 -16 -18 22 21 -21 -20 24 -8 -25 27 -27 -29 -28
right_child=1 2 3 -5 5 6 7 11 9 -11 -12 12 -14 14 16 -17 18 -19 19 20 -22 -23 -24 25 -26 26 29 28 -30 -31
leaf_value=-3.5357543492864354e-05 5.0771036795696202e-05 -2.4530058912797509e-05 -3.2075954459287458e-05 4.6082133728001895e-05 3.9642769400455549e-05 -2.9525658192142146e-05 -9.9112109429760103e-05 5.862307132436703e-05 -0.00015923521477816395 2.5388093032461256e-05 6.59376444245401e-05 -6.4877439872361729e-05 5.2510383696764103e-05 -8.5406399193743713e-06 -0.0001082827534922953 6.9584532999355226e-05 6.3589155615773052e-05 3.2938851963990603e-05 -1.5941719175316396e-06 -1.6268833029313055e-05 -6.7355316585033303e-05 3.331356681075767e-05 6.3921336286512092e-05 7.7861418116220227e-05 2.8232288072634523e-05 8.6070910296598416e-05 -6.648010774142677e-05 -0.00010567058025512582 3.8922864488003228e-05 -1.0195965136936549e-06
leaf_weight=20 27 43 24 30 23 25 21 24 20 20 34 20 28 22 21 26 30 20 20 79 27 29 20 23 24 32 40 23 44 2282
leaf_count=20 27 43 24 30 23 25 21 24 20 20 34 20 28 22 21 26 30 20 20 79 27 29 20 23 24 32 40 23 44 2282
internal_value=0 2.28032e-07 -2.15905e-07 1.29034e-07 -3.30344e-07 -7.44172e-08 -3.83657e-07 -1.34921e-07 -1.16953e-06 -6.69236e-05 -1.27055e-07 7.11016e-06 3.49522e-06 -8.7556e-07 3.47831e-06 3.37772e-05 -2.43366e-06 -3.93942e-05 4.95844e-06 -5.09254e-06 -1.58351e-05 -2.95504e-06 3.11636e-05 -1.02951e-06 -3.11951e-05 -4.74083e-07 -1.21829e-06 2.05702e-05 -1.07137e-05 -2.14725e-06
internal_weight=0 3101 3074 3031 3001 2977 2954 2929 2563 40 2523 366 342 314 294 48 246 41 205 175 135 108 40 2489 45 2444 2421 99 67 2322
internal_count=3121 3101 3074 3031 3001 2977 2954 2929 2563 40 2523 366 342 314 294 48 246 41 205 175 135 108 40 2489 45 2444 2421 99 67 2322
is_linear=0
shrinkage=0.1


Tree=4047
num_leaves=31
num_cat=0
split_feature=1429 156 1373 52 48 484 49 151 43 130 1 13 13 1456 43 1455 159 1 1447 12 1447 1447 52 403 403 45 475 1429 474 1420
split_gain=2.59428e-06 4.44127e-06 2.08969e-06 1.17582e-05 1.31547e-05 2.49585e-06 2.8526e-05 1.35638e-05 1.06256e-05 8.45581e-06 1.28933e-05 6.68068e-06 8.35398e-06 3.88284e-06 9.56435e-06 6.02097e-06 3.84066e-06 3.58177e-06 3.00991e-06 2.36506e-05 2.66463e-05 1.67311e-05 4.67508e-06 4.30488e-06 5.54818e-06 3.93526e-06 3.67719e-06 1.21387e-05 6.59183e-06 3.90347e-06
threshold=-0.23752499999999996 0.32523500000000005 0.081220000000000014 -0.023194999999999997 0.091035000000000019 0.091180000000000011 0.11042000000000002 -0.54526999999999981 -0.087324999999999986 -0.23123999999999997 0.16540500000000002 -0.080344999999999986 -0.085584999999999981 -0.090954999999999994 -0.013024999999999998 -0.090354999999999977 0.10644500000000001 0.096860000000000016 -0.085709999999999995 0.083985000000000018 -0.086849999999999997 -0.08477999999999998 -0.0046699999999999997 -0.5492149999999999 -0.53762499999999991 0.094030000000000016 0.05680000000000001 -0.0065149999999999991 -0.26322499999999993 -0.08341999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 8 -2 -7 -9 13 12 16 14 -11 -15 -10 -13 19 -17 22 -20 -21 -23 -25 26 28 -28 -26 -30
right_child=1 -3 3 -5 -6 6 -8 9 11 10 -12 17 -14 15 -16 18 -18 -19 21 20 -22 23 -24 24 25 -27 27 -29 29 -31
leaf_value=-3.4218493039423433e-05 -8.2479739808150051e-05 4.7214226287906062e-05 7.9067201440921066e-05 -5.6189715726424389e-05 -3.4253016166899002e-05 -5.3507278752316349e-05 0.00010889517686267097 6.3383645348429656e-05 -1.5117192246229074e-05 9.2271606505770866e-06 -7.3288277235405985e-05 -4.2470891446947501e-05 7.0003721922493519e-05 5.2948232901557776e-05 -7.8764721003954911e-05 8.6731827722167398e-05 3.8426298869169499e-05 6.814168834049876e-06 -9.1353147763584278e-05 5.9538076138345613e-05 -0.00011336853865941521 3.3437468002189118e-05 -3.8995599844873561e-06 -4.4308402123403671e-05 5.8640296720113839e-05 -3.4382804994947949e-05 -7.3015595262404531e-05 2.6716129393563558e-05 4.1984378391213758e-05 5.8623321951978124e-07
leaf_weight=22 20 20 20 38 21 34 26 21 37 30 24 29 29 22 21 33 21 30 20 21 20 39 26 28 20 32 26 23 23 2345
leaf_count=22 20 20 20 38 21 34 26 21 37 30 24 29 29 22 21 33 21 30 20 21 20 39 26 28 20 32 26 23 23 2345
internal_value=0 2.42923e-07 -6.21842e-08 -1.61162e-05 2.10251e-05 3.60571e-07 1.09831e-05 -4.22622e-07 -3.15975e-06 1.68993e-07 -3.13211e-07 8.56502e-06 2.61807e-05 3.28563e-07 -2.70048e-05 8.49102e-07 4.26924e-06 -1.74107e-05 4.17558e-07 1.74369e-05 -1.66934e-05 -2.48301e-07 2.44449e-05 4.70191e-07 -4.47161e-08 4.57262e-07 9.14743e-07 -2.62027e-05 1.47117e-06 9.88327e-07
internal_weight=0 3099 3079 79 41 3000 206 2794 180 2774 2753 146 87 2729 51 2678 58 59 2656 100 67 2556 47 2536 2497 2469 2437 49 2388 2368
internal_count=3121 3099 3079 79 41 3000 206 2794 180 2774 2753 146 87 2729 51 2678 58 59 2656 100 67 2556 47 2536 2497 2469 2437 49 2388 2368
is_linear=0
shrinkage=0.1


Tree=4048
num_leaves=31
num_cat=0
split_feature=130 40 472 1429 11 52 475 33 9 3 132 50 1185 1203 132 475 1428 1426 1429 133 43 394 16 16 16 52 4 0 16 4
split_gain=2.75436e-06 5.82407e-06 2.4768e-06 3.49435e-06 2.19783e-06 6.23413e-06 4.23953e-06 2.58189e-06 3.13773e-06 4.23861e-06 2.60257e-06 6.38784e-05 3.20981e-05 1.55128e-05 2.89246e-06 2.53444e-06 6.39602e-06 2.88997e-06 3.38441e-06 2.38262e-06 5.20073e-06 1.08278e-05 3.81956e-06 2.36079e-05 2.15942e-05 1.46048e-05 1.35937e-05 3.8996e-05 1.43681e-05 9.44421e-06
threshold=-0.23647499999999996 -0.23755499999999996 -0.38234499999999999 -0.23587499999999997 0.095720000000000013 -0.094124999999999986 0.093020000000000005 -0.009184999999999997 0.088235000000000022 -0.014944999999999998 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 -0.044384999999999994 0.061570000000000007 -1.0000000180025095e-35 -0.068029999999999993 -0.066319999999999976 -0.14032999999999998 -0.011694999999999999 -0.089309999999999987 -0.092484999999999984 -0.095094999999999985 -0.091114999999999988 -0.07278999999999998 1.0000000180025095e-35 -0.10151999999999999 -0.12029499999999999 -0.0060199999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 -5 10 -10 11 13 -12 -9 -14 16 -16 -18 -19 20 -20 -22 23 25 -24 -21 27 -27 -28 -29
right_child=1 2 3 4 5 -7 -8 8 9 -11 12 -13 14 -15 15 -17 17 18 19 22 21 -23 24 -25 -26 26 28 29 -30 -31
leaf_value=-3.6991243905504238e-05 4.6480152283307962e-05 -3.2166670492491298e-05 3.8914970861261956e-05 -2.98800416078001e-05 -6.3007321555882563e-05 5.2094616704208254e-06 4.0369140399959107e-05 2.3050937902687164e-06 -9.6984538416222687e-06 5.0576719270013976e-05 -0.0001214538813325238 0.00018039050004517779 3.1808112206428113e-05 -9.0801879869104605e-05 5.348494278843481e-05 -3.2851135013819048e-05 -3.2054155395473638e-05 3.7879400920444272e-05 4.7901916574725577e-05 6.9034700530979677e-05 -6.4663124933195788e-05 1.1305929592062761e-05 8.9394614877636306e-05 -9.6728204453970179e-05 -7.3931594023815313e-07 -0.00015874254148167728 -5.6987134801531596e-06 1.9194981526178456e-05 6.318869193571366e-05 -6.28508192676236e-05
leaf_weight=20 27 24 23 29 21 37 26 170 20 28 22 20 28 20 22 24 29 23 30 26 21 176 27 29 1710 22 367 47 33 20
leaf_count=20 27 24 23 29 21 37 26 170 20 28 22 20 28 20 22 24 29 23 30 26 21 176 27 29 1710 22 367 47 33 20
internal_value=0 2.38579e-07 -1.67577e-07 8.42192e-08 -2.10828e-07 -1.94897e-05 1.65789e-07 -1.89388e-07 1.06092e-07 2.54621e-05 -3.18572e-07 1.03983e-05 -1.16591e-06 -7.49564e-06 -1.6123e-07 -5.04723e-07 -2.04059e-07 -6.65449e-07 -3.058e-07 -6.55983e-07 9.11443e-06 3.20771e-06 -1.62831e-06 -8.94045e-06 6.6173e-07 -3.99706e-06 -7.88014e-06 -4.32268e-05 -1.55025e-08 -5.2963e-06
internal_weight=0 3101 3074 3050 3027 58 2969 2943 2914 48 2866 210 2656 190 2634 2606 2582 2560 2531 2508 227 197 2281 544 1737 515 489 89 400 67
internal_count=3121 3101 3074 3050 3027 58 2969 2943 2914 48 2866 210 2656 190 2634 2606 2582 2560 2531 2508 227 197 2281 544 1737 515 489 89 400 67
is_linear=0
shrinkage=0.1


Tree=4049
num_leaves=31
num_cat=0
split_feature=1429 1426 1428 473 472 132 1185 1203 52 13 15 3 4 130 4 10 4 1 15 34 123 9 9 1132 376 16 16 1 4 2
split_gain=2.61655e-06 4.31731e-06 2.81307e-06 8.08615e-06 5.30821e-06 2.42029e-06 1.69227e-05 6.78784e-06 2.46387e-06 4.55218e-06 3.07333e-06 2.84607e-06 4.64771e-06 2.26629e-06 5.47321e-06 2.28339e-06 1.26726e-05 3.46568e-05 1.9868e-05 4.2312e-06 2.53139e-05 5.33314e-06 1.51981e-05 2.52955e-06 6.19571e-06 2.94129e-06 1.76058e-05 1.63837e-05 9.60246e-06 2.61416e-05
threshold=-0.23752499999999996 -0.089244999999999977 -0.071779999999999997 -1.0000000180025095e-35 -0.097514999999999977 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10347000000000002 0.056795000000000005 -0.13578499999999996 -0.077644999999999978 -0.082769999999999982 -0.23647499999999996 0.63113500000000011 -0.011559999999999999 0.053180000000000012 0.10124500000000002 -0.18895499999999996 -0.057544999999999992 0.083805000000000004 0.092890000000000014 1.0000000180025095e-35 0.048480000000000009 -1.0000000180025095e-35 -0.18708499999999997 -0.29154999999999992 0.08864000000000001 0.076415000000000025 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 8 9 10 -6 12 -12 -8 15 16 17 -15 -18 20 -17 22 23 24 -21 26 -26 -28 -27 -30
right_child=1 2 3 4 5 6 13 -9 -10 -11 11 -13 -14 14 -16 19 18 -19 -20 21 -22 -23 -24 -25 25 28 27 -29 29 -31
leaf_value=-3.43650406813884e-05 4.4385562110123418e-05 -3.4913151735647419e-05 6.3567385659553104e-05 -4.9169091813506718e-05 -3.8062269747266938e-05 9.0356661877151408e-05 -3.3292125026491709e-05 -5.596460199106852e-05 -3.1883806456370135e-05 4.2514535767701966e-05 4.7524118922264017e-06 2.4647634462679791e-05 -4.9679406497272715e-05 -0.00015212175883789315 4.5294280075554359e-05 0.00011839710687127081 -3.5520291625289244e-05 1.0508582011569066e-05 9.6419822148163811e-05 -4.9609607052843783e-05 -2.0593980486027202e-05 4.4229213290236662e-05 -8.7278393893939208e-05 3.189063157333294e-05 4.4500359494692321e-07 1.2605380414271759e-07 -8.0116094024907367e-06 -0.00013447740653646178 0.00011585469866177948 4.2164507254091543e-06
leaf_weight=22 22 23 20 22 24 21 20 28 26 23 62 36 21 20 27 20 25 38 21 25 38 27 20 25 281 2022 21 20 27 94
leaf_count=22 22 23 20 22 24 21 20 28 26 23 62 36 21 20 27 20 25 38 21 25 38 27 20 25 281 2022 21 20 27 94
internal_value=0 2.43958e-07 -7.16469e-08 1.90748e-07 -2.27028e-07 1.30451e-07 9.26171e-07 -9.96796e-06 -3.26012e-06 1.22311e-06 -5.41817e-06 1.16552e-06 -9.01949e-06 2.48422e-07 4.92265e-07 4.81921e-08 -1.44837e-05 -4.55708e-05 2.47132e-05 6.25029e-07 2.7334e-05 2.03765e-08 -4.50487e-07 2.39994e-07 -7.7784e-08 4.24567e-07 -8.48679e-06 -6.97022e-05 1.76356e-06 2.91275e-05
internal_weight=0 3099 3077 3054 3034 3012 2792 220 192 166 143 119 83 2771 2751 2724 104 58 46 2620 58 2562 2535 2515 2490 2465 322 41 2143 121
internal_count=3121 3099 3077 3054 3034 3012 2792 220 192 166 143 119 83 2771 2751 2724 104 58 46 2620 58 2562 2535 2515 2490 2465 322 41 2143 121
is_linear=0
shrinkage=0.1


Tree=4050
num_leaves=31
num_cat=0
split_feature=472 472 1429 1373 151 1446 157 1429 133 159 2 16 3 12 3 154 45 11 33 49 12 15 52 15 49 12 40 49 52 43
split_gain=2.19863e-06 3.81545e-06 2.29515e-06 1.44264e-05 1.10573e-05 5.76662e-06 5.56103e-06 3.83409e-06 3.59801e-06 5.44192e-06 6.49943e-06 8.32246e-06 8.14686e-06 1.05328e-05 4.74736e-06 3.11241e-06 3.52368e-06 1.38573e-05 7.12304e-06 4.47668e-06 8.24533e-06 1.37696e-05 2.46924e-05 1.57784e-05 1.97412e-05 1.12674e-05 6.05315e-06 5.41454e-06 1.68065e-05 1.75816e-05
threshold=-0.38234499999999999 -0.095174999999999996 0.083715000000000026 0.078175000000000008 -0.54526999999999981 0.085345000000000018 -0.087184999999999985 0.057970000000000008 0.091250000000000012 0.108225 0.090790000000000023 -0.0087049999999999992 -0.084074999999999997 0.08493500000000001 -0.084524999999999975 0.085530000000000009 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.09567500000000001 0.090285000000000018 -0.07490999999999999 -0.40306999999999998 -0.09551999999999998 0.10542000000000001 0.086305000000000007 -0.045684999999999996 0.084075000000000025 -0.085264999999999994 -0.081674999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 6 -4 15 9 10 11 -8 13 -13 -12 16 17 -6 -19 27 25 23 -23 24 -22 26 -21 -20 29 -29
right_child=1 2 3 -5 7 -7 8 -9 -10 -11 14 12 -14 -15 -16 -17 -18 18 19 20 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.0150482022387832e-05 3.9141983965237167e-05 7.4829856330325129e-05 4.8148739877736565e-05 -9.0699725515150934e-05 8.1562505268569418e-05 -5.0971149812539812e-05 -5.2988554497183624e-05 -4.3417674825150242e-05 3.7155357827032279e-05 3.751218929486957e-05 -8.5159491391095795e-06 4.233547554758843e-05 6.6961419890338399e-05 -4.623723188756387e-05 -7.2796269577574333e-05 3.9830273371990196e-05 -3.1288865671805461e-05 -5.2074037354871573e-05 6.9394716697624076e-07 2.9165084327230162e-05 -0.00010421863547283768 -0.00014234623668016866 -1.5732998847027395e-05 4.5666498699574732e-05 2.0429238753018177e-05 5.3981868357958453e-05 -2.5422742660216376e-05 0.00014159620510326932 -4.0870673362940326e-07 1.46457055279825e-05
leaf_weight=24 25 20 24 20 21 22 23 20 20 23 20 25 22 29 27 20 35 26 2220 28 24 24 43 40 27 37 74 20 114 24
leaf_count=24 25 20 24 20 21 22 23 20 20 23 20 25 22 29 27 20 35 26 2220 28 24 24 43 40 27 37 74 20 114 24
internal_value=0 2.33649e-07 -8.29881e-08 -9.16784e-06 7.39389e-07 -2.22896e-06 2.80545e-06 2.09604e-07 -2.95243e-06 -7.69891e-06 -1.48212e-05 -2.8362e-07 1.56666e-05 -5.23135e-06 -4.54429e-05 5.23808e-07 2.38669e-07 6.44056e-07 1.49235e-08 5.21209e-07 -1.10544e-05 -2.66824e-05 -6.1087e-05 -1.35162e-06 -3.82286e-05 6.70985e-06 -1.04378e-05 1.96694e-06 1.98533e-05 7.23505e-05
internal_weight=0 3097 3072 255 2817 235 213 2797 189 169 146 99 76 54 47 2777 2757 2722 2701 2675 297 158 67 91 51 139 102 2378 158 44
internal_count=3121 3097 3072 255 2817 235 213 2797 189 169 146 99 76 54 47 2777 2757 2722 2701 2675 297 158 67 91 51 139 102 2378 158 44
is_linear=0
shrinkage=0.1


Tree=4051
num_leaves=31
num_cat=0
split_feature=12 130 10 0 0 34 9 33 0 132 1203 393 50 15 124 48 123 160 13 16 16 52 2 402 48 457 129 3 1 16
split_gain=2.26861e-06 4.36889e-06 2.35814e-06 1.71041e-05 1.47836e-05 3.9196e-06 3.50947e-06 1.72e-05 7.40141e-06 2.41935e-06 5.80993e-05 3.09978e-05 1.62733e-05 2.56141e-06 2.56997e-06 5.14109e-06 1.1769e-05 1.11314e-05 5.23082e-06 3.45679e-06 1.29082e-05 7.83675e-06 1.07402e-05 8.67218e-06 9.00089e-06 8.88904e-06 7.51901e-06 6.69093e-06 7.25478e-06 6.07043e-06
threshold=0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.087414999999999979 -1.0000000180025095e-35 0.092235000000000011 -0.012019999999999998 1.0000000180025095e-35 -0.083284999999999984 0.089165000000000008 0.12679500000000002 0.10022000000000002 0.19724500000000003 -0.082254999999999981 0.086425000000000016 0.085470000000000004 0.083670000000000008 -0.016469999999999995 -0.16075999999999999 -0.23935499999999996 0.23074000000000003 0.096325000000000008 0.087880000000000014 -0.072824999999999987 0.086460000000000023 -0.082304999999999975 -0.066704999999999987 0.13756000000000004 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -4 -8 10 12 13 -9 14 15 17 -17 18 -11 20 21 23 -23 24 -16 27 -21 29 -29 -26
right_child=-2 2 6 4 5 -7 8 9 -10 11 -12 -13 -14 -15 19 16 -18 -19 -20 26 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=4.0282339401292795e-05 -3.1290299233185817e-05 -8.9056109451727638e-05 9.0984852535517098e-05 8.1699183847376848e-05 1.0903107853924407e-05 -3.9293916509320427e-05 -7.2028898912321893e-05 2.2998315951681012e-06 1.4002566558701801e-05 3.6953057614857028e-05 0.00016055855284439926 -0.00012469016830436887 -9.3003773827149416e-05 3.0914416580614035e-05 -4.2613828639635661e-05 -6.1981483895579004e-05 4.1885129066940861e-05 9.2789002628705937e-05 -1.7037775576586443e-05 5.8825165028379573e-05 -7.2899819181960392e-05 7.8717033284192455e-06 -9.4522107628151956e-05 -5.5967000077109097e-05 1.2824450147620935e-05 7.7677038682720338e-05 6.6816463400145822e-08 -2.3746946520986968e-05 3.942050365897861e-05 7.3843501013470814e-05
leaf_weight=27 23 24 21 20 28 35 20 172 20 34 23 20 20 27 30 24 20 20 38 22 30 20 21 23 56 21 2160 75 24 23
leaf_count=27 23 24 21 20 28 35 20 172 20 34 23 20 20 27 30 24 20 20 38 22 30 20 21 23 56 21 2160 75 24 23
internal_value=0 2.32309e-07 -1.19808e-07 -1.47043e-05 6.79498e-06 -1.69841e-05 4.06692e-07 8.09152e-07 -2.90132e-05 1.5683e-07 1.03644e-05 -6.59622e-07 -7.62763e-06 2.70142e-07 -4.31463e-08 1.33448e-05 -1.47694e-05 2.67907e-05 8.4579e-06 -7.69998e-07 -1.04251e-05 -4.02842e-06 -4.45739e-05 2.56827e-06 8.44735e-06 1.6145e-05 6.59247e-07 8.88562e-06 -8.43363e-06 3.05895e-05
internal_weight=0 3098 3071 107 83 63 2964 2924 40 2903 215 2688 192 2668 2641 136 44 92 72 2505 323 293 41 252 229 199 2182 178 99 79
internal_count=3121 3098 3071 107 83 63 2964 2924 40 2903 215 2688 192 2668 2641 136 44 92 72 2505 323 293 41 252 229 199 2182 178 99 79
is_linear=0
shrinkage=0.1


Tree=4052
num_leaves=31
num_cat=0
split_feature=130 40 130 394 45 46 47 47 47 148 148 48 48 3 1 47 474 1 4 474 16 1428 10 3 9 149 2 456 150 49
split_gain=2.28639e-06 5.16061e-06 2.20495e-06 5.88405e-06 2.18153e-06 3.7294e-06 2.58152e-06 2.29048e-06 3.20493e-06 3.43545e-06 4.14765e-06 2.89509e-06 3.98221e-06 1.76636e-05 1.10097e-05 2.67726e-06 2.72147e-06 1.22431e-05 1.63252e-05 4.78051e-06 3.41845e-06 7.26557e-06 2.75352e-06 2.02758e-05 1.1847e-05 3.39726e-06 3.3634e-06 3.02973e-06 4.01865e-06 1.6888e-05
threshold=-0.23647499999999996 -0.23755499999999996 -0.098119999999999985 0.013605000000000001 0.10331000000000001 1.0000000180025095e-35 0.13827000000000003 0.13011000000000003 0.12119500000000001 -0.10069499999999999 -0.084449999999999983 -0.11155999999999998 -0.031249999999999997 0.11924500000000002 0.10638500000000002 0.11768500000000003 -0.090834999999999985 0.10234000000000001 -0.021294999999999998 -0.072334999999999983 0.63636000000000015 -0.042789999999999995 0.053330000000000009 -0.012939999999999998 0.08925000000000001 0.081720000000000015 -0.033169999999999991 -0.11319999999999998 0.090480000000000019 -0.070909999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 9 -4 -11 -12 13 14 -13 16 17 18 -14 -18 21 -21 24 -24 25 26 -23 -28 -29 -30
right_child=1 2 3 -5 -6 -7 -8 -9 -10 10 11 12 15 -15 -16 -17 19 -19 -20 20 -22 22 23 -25 -26 -27 27 28 29 -31
leaf_value=-3.3702675773383815e-05 4.3745481412703093e-05 -2.2650655253443784e-05 3.634041001900047e-05 4.42214538937454e-05 2.5683872524950858e-05 -3.9826490380316203e-05 -2.9431037352575612e-05 3.2960535948708031e-05 -3.2700012737526171e-05 -3.597417607466014e-05 -2.9212107019151463e-05 2.4016650474384898e-05 -0.00011263648234903072 8.7508481686070035e-05 -5.8060704507694874e-05 3.5422640281640703e-05 4.880386502918555e-05 3.6229444784112273e-05 7.8561523443330891e-06 5.4930219827535133e-05 -3.0046801916078521e-05 -3.6498791290796364e-05 -9.2924219552514847e-05 2.5093629237498801e-05 7.0082386021870974e-05 -2.8056582393467332e-05 -3.7437927156653522e-05 -3.4307589707452346e-07 5.6757156741442774e-05 -1.2909586664057843e-05
leaf_weight=20 27 43 26 30 32 24 30 21 30 32 33 44 22 28 26 21 20 25 23 24 38 25 24 37 24 44 21 2185 61 81
leaf_count=20 27 43 26 30 32 24 30 21 30 32 33 44 22 28 26 21 20 25 23 24 38 25 24 37 24 44 21 2185 61 81
internal_value=0 2.17371e-07 -1.64951e-07 1.54048e-07 -2.86479e-07 -5.66389e-07 -2.46442e-07 5.39137e-08 -1.8487e-07 1.55722e-07 -1.7578e-07 2.3247e-07 5.82874e-07 2.03815e-05 -6.46922e-06 -1.4246e-07 -4.23872e-07 -1.98796e-05 -5.10514e-05 1.0318e-07 -2.767e-07 1.71148e-07 -3.54119e-07 -2.13396e-05 1.70303e-07 -5.239e-07 -1.33911e-08 3.75082e-07 7.16325e-07 1.70177e-05
internal_weight=0 3101 3074 3031 3001 2969 2945 2915 2894 2864 2838 2806 2773 98 70 2675 2654 70 45 2584 2564 2526 2502 61 2441 2417 2373 2348 2327 142
internal_count=3121 3101 3074 3031 3001 2969 2945 2915 2894 2864 2838 2806 2773 98 70 2675 2654 70 45 2584 2564 2526 2502 61 2441 2417 2373 2348 2327 142
is_linear=0
shrinkage=0.1


Tree=4053
num_leaves=31
num_cat=0
split_feature=12 4 10 16 15 34 123 9 2 44 1429 156 11 0 0 2 11 52 4 13 51 1 13 13 13 3 13 2 13 13
split_gain=2.27067e-06 4.39692e-06 2.71843e-06 1.39841e-05 2.0805e-05 3.12762e-06 1.79538e-05 4.60035e-06 6.3873e-06 2.30655e-06 4.78931e-06 4.77153e-06 3.04031e-06 6.2042e-06 7.08192e-06 8.91567e-06 6.13208e-06 5.07484e-06 3.96821e-06 2.75482e-06 1.01693e-05 7.48344e-06 4.82851e-06 9.88281e-06 8.53492e-06 7.76415e-06 6.6007e-06 4.78292e-06 4.11363e-06 1.20591e-05
threshold=0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 -0.10324499999999999 -0.057544999999999992 0.083805000000000004 0.088235000000000022 -1.0000000180025095e-35 0.084760000000000016 -0.23752499999999996 0.32523500000000005 0.095165000000000013 0.11070500000000001 0.12500000000000003 0.10912000000000001 0.10334500000000001 0.091275000000000009 -0.51843499999999987 -0.17933499999999997 0.081440000000000026 0.12811000000000003 -0.10278499999999999 -0.097984999999999989 -0.096404999999999991 -0.073309999999999986 -0.094514999999999988 0.15361500000000003 -0.091559999999999989 -0.089109999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4 8 -7 10 -10 12 13 18 -15 17 -14 -16 -12 20 21 -20 25 -24 -25 -21 -26 28 -28 -30
right_child=-2 -3 5 -5 -6 7 -8 -9 9 -11 11 -13 16 14 15 -17 -18 -19 19 22 -22 -23 23 24 26 -27 27 -29 29 -31
leaf_value=-0.00010823208041464179 -3.1304523319071769e-05 3.9680325819472069e-05 9.7423522692267959e-05 3.736167649907602e-05 3.5925934864236499e-06 4.4852737005385279e-05 -1.7789875980605231e-05 -3.4151987062777595e-05 -4.916766061796807e-05 2.4396215112095605e-05 -3.4807629082719999e-05 4.8611530692141971e-05 -6.5443799390084756e-05 7.1160256658913581e-05 1.8771733068759836e-06 -4.6903730908525179e-05 1.0103194207741499e-05 7.0752914634795164e-05 3.2602616210635636e-05 7.5067523966150302e-06 -6.3292165697248501e-05 -3.1924933659865927e-05 -6.7376768327614462e-05 6.1953346750504525e-05 -4.7229481654843164e-05 7.573980574740009e-05 2.3598793224074464e-05 -4.8710534174460917e-05 -4.5770128775059183e-05 8.2804828192744948e-07
leaf_weight=28 23 28 21 33 41 32 38 39 20 38 34 20 21 25 23 20 22 20 41 81 32 32 22 22 30 21 74 20 57 2163
leaf_count=28 23 28 21 33 41 32 38 39 20 38 34 20 21 25 23 20 22 20 41 81 32 32 22 22 30 21 74 20 57 2163
internal_value=0 2.32416e-07 -1.27369e-07 -1.61791e-05 -4.17855e-05 4.24273e-07 2.32183e-05 -3.80323e-08 4.25537e-07 -7.54038e-08 -4.07519e-07 -5.67262e-08 -4.09395e-07 8.14134e-09 2.61269e-05 8.25649e-06 -2.67918e-05 3.39124e-05 -8.66126e-07 -4.2142e-07 -1.6288e-05 4.31657e-06 2.47652e-07 -6.62449e-07 -4.21131e-08 2.15547e-05 -6.23982e-07 -1.97618e-08 4.04744e-07 -3.68391e-07
internal_weight=0 3098 3070 102 69 2968 59 2909 2870 2838 2800 2780 2760 2717 88 63 43 43 2629 2595 105 73 2490 2388 2366 102 2344 2314 2294 2220
internal_count=3121 3098 3070 102 69 2968 59 2909 2870 2838 2800 2780 2760 2717 88 63 43 43 2629 2595 105 73 2490 2388 2366 102 2344 2314 2294 2220
is_linear=0
shrinkage=0.1


Tree=4054
num_leaves=31
num_cat=0
split_feature=472 1429 1428 132 393 1203 33 9 9 11 1428 1429 475 157 51 49 157 1446 1371 157 16 151 157 481 157 481 160 1456 15 403
split_gain=2.38751e-06 4.43205e-06 2.4055e-06 2.16155e-06 1.58259e-05 9.65095e-06 2.14671e-06 2.80174e-06 5.61553e-06 2.25231e-06 1.94586e-06 5.1296e-06 2.0808e-05 2.38581e-06 1.77928e-05 1.06861e-05 1.06004e-05 8.00064e-06 6.39846e-06 4.50276e-06 1.77997e-05 4.45281e-06 4.01635e-06 3.983e-06 7.50243e-06 5.58213e-06 1.51517e-05 4.42773e-06 1.37334e-05 1.14261e-05
threshold=-0.38234499999999999 -0.23587499999999997 0.098365000000000022 -0.083174999999999985 0.12069000000000002 0.089005000000000015 -0.009184999999999997 0.088235000000000022 0.10750500000000002 -1.0000000180025095e-35 -0.071779999999999997 -0.060529999999999994 -0.011519999999999997 -0.087424999999999989 -0.085534999999999986 0.08610000000000001 -0.086394999999999986 0.082445000000000004 0.083235000000000017 -0.082414999999999988 -0.008069999999999999 -0.085164999999999977 -0.081889999999999991 -0.15265499999999996 -0.080544999999999992 -0.086484999999999992 -0.014869999999999998 0.085790000000000019 0.086195000000000008 -0.5492149999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 -3 -5 9 -9 -8 -11 12 -12 14 -13 17 -15 -16 19 20 -18 -22 -21 -24 -25 26 -26 29 -29 -27
right_child=1 2 -4 4 -6 -7 7 8 -10 10 11 13 -14 16 15 -17 18 -19 -20 22 21 -23 23 24 25 27 -28 28 -30 -31
leaf_value=-3.1418898455134085e-05 4.3977551009131439e-05 -1.5497603356620174e-06 -3.1618883000798335e-05 -2.5909451623221922e-05 8.7394961433130371e-05 -6.5381365015195183e-05 -3.1076300709410923e-05 4.9495140543017036e-05 -1.264578190435154e-05 -2.7419039624874131e-05 -3.0146816344768015e-05 -8.9008384466069399e-05 0.00010164918869280803 6.5495029135490768e-05 6.2939740824045573e-06 6.5098319270834074e-05 0.00010485473274457035 -6.5270035944801447e-05 -4.0667448535570755e-05 -4.1589059084957546e-05 -4.2376932002038563e-05 2.3553299661216444e-05 -3.4635409872407766e-05 5.4302510719795606e-05 9.2792597455548321e-05 5.6442921181264358e-05 -1.8631401046429977e-05 4.3423383378948291e-08 -8.0475673913887088e-05 -3.7816881960561851e-07
leaf_weight=24 23 193 24 31 21 27 23 33 26 25 25 25 23 25 61 23 20 21 38 23 21 20 32 26 23 36 26 87 28 2088
leaf_count=24 23 193 24 31 21 27 23 33 26 25 25 25 23 25 61 23 20 21 38 23 21 20 32 26 23 36 26 87 28 2088
internal_value=0 2.43483e-07 -8.37402e-08 1.64405e-07 9.06656e-07 -9.38364e-06 2.60072e-07 5.52101e-07 2.2111e-05 8.42905e-08 3.50126e-07 6.1004e-07 3.30054e-05 1.72154e-08 -1.31899e-05 4.86212e-06 7.05914e-07 -1.20334e-05 4.96219e-08 6.8635e-07 2.75122e-05 -1.02158e-05 -4.39648e-09 4.03296e-07 8.87842e-07 2.80857e-07 3.36697e-05 -4.49849e-07 -1.95612e-05 5.84901e-07
internal_weight=0 3097 3074 3050 2830 220 2809 2778 59 2719 2696 2671 48 2623 130 105 2493 82 2468 2430 61 41 2369 2346 2314 2288 49 2239 115 2124
internal_count=3121 3097 3074 3050 2830 220 2809 2778 59 2719 2696 2671 48 2623 130 105 2493 82 2468 2430 61 41 2369 2346 2314 2288 49 2239 115 2124
is_linear=0
shrinkage=0.1


Tree=4055
num_leaves=31
num_cat=0
split_feature=132 15 394 50 0 12 130 130 475 2 156 155 51 51 403 51 1209 52 16 16 4 16 3 3 160 160 1371 474 151 484
split_gain=2.15869e-06 5.52545e-05 3.06928e-05 1.14173e-05 2.24275e-06 3.5889e-06 3.13695e-06 5.91725e-06 2.05667e-06 6.61336e-06 6.34454e-06 2.55234e-06 2.83682e-06 1.33045e-05 8.08349e-06 1.3174e-05 7.15985e-06 7.01484e-06 5.74123e-06 7.23982e-06 7.89787e-06 6.90323e-06 1.42516e-05 1.11496e-05 3.60773e-06 1.62355e-05 2.73291e-05 2.4942e-05 1.03019e-05 1.62935e-05
threshold=-0.083284999999999984 0.091915000000000011 0.12358500000000001 0.09227500000000001 -0.097274999999999986 0.087145000000000014 0.10923000000000001 0.0062100000000000011 -0.24039999999999997 0.10613000000000002 0.16414500000000004 0.11562500000000002 0.094075000000000006 0.090560000000000015 -0.0031149999999999997 0.096505000000000021 0.13368500000000003 -0.26636999999999994 -0.15241499999999997 -0.085254999999999984 0.0033150000000000007 -0.073404999999999984 0.083060000000000009 0.11658 -0.085764999999999994 -0.081969999999999987 0.083235000000000017 0.083975000000000008 -0.085134999999999975 0.08660000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 -1 -6 7 -7 9 -2 11 12 13 16 -14 -16 24 -17 -19 20 -20 22 -21 -23 28 27 -27 -26 29 -10
right_child=2 -3 -4 -5 5 6 -8 -9 10 -11 -12 -13 14 -15 15 17 -18 18 19 21 -22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-2.5315767873377937e-05 1.9424562808126213e-05 0.00014642640586456625 -0.00012417553749401121 -7.1912792896910101e-05 -1.8360311747359407e-05 7.3487647532601842e-06 -1.5016191324927301e-05 6.8636330133417888e-05 9.0410210130877606e-05 -4.970349009674406e-05 5.4002639709241602e-05 -2.7141453723047831e-05 -4.3831417301239876e-05 -5.9415606813816242e-05 8.6966105434681677e-05 6.196607745633545e-05 5.7005503379059519e-05 5.1549456940268681e-05 -3.5752556440831328e-06 -1.3457959912124178e-05 -8.1573950367220237e-05 1.3303405863148834e-05 0.00010449252804392018 -5.9965583501185323e-05 -0.00013508688843221931 -1.8320756373823215e-06 0.00010782679284760809 5.6916359233472387e-07 1.750510115588345e-06 -1.6567481389036708e-05
leaf_weight=28 25 26 20 25 43 50 24 23 35 31 22 34 26 38 23 22 22 22 34 21 21 90 20 27 23 1913 23 33 353 24
leaf_count=28 25 26 20 25 43 50 24 23 35 31 22 34 26 38 23 22 22 22 34 21 21 90 20 27 23 1913 23 33 353 24
internal_value=0 9.57359e-06 -7.22473e-07 -8.86254e-06 5.19942e-07 5.68708e-06 1.63473e-05 2.66585e-05 1.34245e-07 -1.88428e-05 5.10293e-07 9.05952e-08 4.24851e-07 -7.02908e-07 9.50589e-06 1.44586e-05 2.16747e-07 7.96965e-06 2.91466e-06 -2.10865e-06 -3.33566e-05 8.76879e-06 4.40789e-05 -3.60482e-06 -3.0295e-07 -2.06474e-06 -5.2931e-07 -5.51467e-05 8.21521e-06 4.68939e-05
internal_weight=0 219 2902 193 168 140 97 73 2882 56 2826 2804 2770 2464 306 280 2426 257 235 213 55 158 41 117 2404 1992 1936 56 412 59
internal_count=3121 219 2902 193 168 140 97 73 2882 56 2826 2804 2770 2464 306 280 2426 257 235 213 55 158 41 117 2404 1992 1936 56 412 59
is_linear=0
shrinkage=0.1


Tree=4056
num_leaves=31
num_cat=0
split_feature=472 1429 1429 132 1185 15 1186 42 42 133 3 16 2 1373 1374 456 1371 151 9 33 8 9 149 147 1 457 49 457 2 2
split_gain=2.27246e-06 3.47662e-06 2.28901e-06 2.22464e-06 1.49816e-05 8.31003e-06 6.10348e-06 2.72522e-06 4.84653e-06 3.35636e-06 5.48157e-06 3.85981e-06 2.6106e-06 2.16118e-06 4.17525e-06 2.78434e-06 2.73709e-06 2.66799e-06 6.36358e-06 9.44536e-06 7.12632e-06 4.44817e-06 2.55412e-06 2.95634e-06 1.79982e-05 6.09046e-06 2.90852e-06 2.76016e-06 2.49357e-06 1.69241e-05
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.021469999999999996 -0.010544999999999997 -0.40071499999999999 -0.077354999999999993 -0.083134999999999987 0.084655000000000022 -1.0000000180025095e-35 -0.22591999999999998 -0.11319999999999998 0.086910000000000015 0.13340000000000005 0.092890000000000014 -0.012019999999999998 0.092550000000000007 0.087755000000000014 0.091325000000000003 0.094705000000000011 0.10937500000000001 0.10378500000000002 -0.056454999999999991 0.09228500000000002 0.093320000000000014 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 7 9 -9 11 -11 -4 -10 -6 -15 -16 17 18 19 -17 -20 22 23 25 -25 27 -24 28 -21 -30
right_child=1 2 3 4 13 -7 -8 8 12 10 -12 -13 -14 14 15 16 -18 -19 20 21 -22 -23 26 24 -26 -27 -28 -29 29 -31
leaf_value=-3.0652514002819471e-05 3.8971869925381219e-05 -3.018795874595526e-05 -1.7406637998647059e-05 8.5094129636196331e-05 -2.8381767725267519e-05 -6.37869670172222e-05 -5.3406101228791242e-05 5.7817767017034134e-05 -2.5275694055640737e-05 -5.1000909024878642e-07 -6.4628473137418044e-05 4.2660692796071882e-05 2.2129119815872401e-05 4.5004431549820034e-05 -3.4402398432575866e-05 -6.1277994536794732e-05 3.2218708875680698e-05 -3.2972372309814091e-05 8.2334694379824217e-05 2.6798477123419104e-06 7.1633844724957556e-07 4.7461016303032016e-05 2.0110882906010378e-06 9.1326939004623216e-05 -3.2690365926100639e-05 -4.4003505219382448e-05 -5.1919647175964202e-05 2.977621620630089e-05 -3.8106159665039745e-05 1.4903400705689819e-06
leaf_weight=24 23 25 20 21 26 25 21 22 21 40 20 23 26 21 23 25 27 24 20 1535 23 20 20 22 25 31 20 32 125 791
leaf_count=24 23 25 20 21 26 25 21 22 21 40 20 23 26 21 23 25 27 24 20 1535 23 20 20 22 25 31 20 32 125 791
internal_value=0 2.37536e-07 -5.22787e-08 1.94816e-07 9.44382e-07 -9.53922e-06 -2.51231e-06 3.70146e-06 1.90806e-05 -6.60104e-06 -2.18828e-05 1.47224e-05 9.48246e-07 3.15505e-07 5.83511e-07 2.45893e-07 5.36736e-07 2.21434e-07 5.17697e-07 -1.0245e-07 3.86784e-05 4.81064e-07 1.19818e-07 5.11448e-07 2.53603e-05 4.68916e-08 -2.49543e-05 5.96856e-07 2.15894e-07 -3.91311e-06
internal_weight=0 3097 3074 3049 2831 218 193 172 69 103 60 43 47 2810 2784 2763 2740 2713 2689 2646 43 2621 2601 2561 47 2514 40 2483 2451 916
internal_count=3121 3097 3074 3049 2831 218 193 172 69 103 60 43 47 2810 2784 2763 2740 2713 2689 2646 43 2621 2601 2561 47 2514 40 2483 2451 916
is_linear=0
shrinkage=0.1


Tree=4057
num_leaves=31
num_cat=0
split_feature=1429 156 132 50 1185 1203 132 1429 474 1429 1429 159 159 49 12 158 0 156 159 42 13 481 160 1447 52 2 1447 16 13 13
split_gain=2.4048e-06 4.48994e-06 2.247e-06 5.88277e-05 3.18829e-05 1.38504e-05 2.31377e-06 2.11873e-06 3.60633e-06 2.08435e-06 2.24942e-06 2.22824e-06 1.35026e-05 6.99292e-06 7.97422e-06 1.57911e-05 1.09763e-05 1.86756e-05 6.69126e-06 5.44248e-06 6.57408e-06 3.91608e-06 3.74436e-06 3.8407e-06 2.84949e-05 2.02631e-05 1.18268e-05 1.39937e-05 3.93372e-06 2.14748e-05
threshold=-0.23752499999999996 0.32523500000000005 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.050879999999999988 -0.089414999999999981 0.037915000000000011 -0.069929999999999978 -0.026244999999999997 0.10395500000000001 0.10545500000000001 -0.0049799999999999992 0.091085000000000013 0.10737500000000001 -0.083389999999999978 0.094150000000000011 0.099035000000000026 0.086555000000000007 -0.08971999999999998 -0.15265499999999996 -0.55323499999999981 -0.086279999999999982 -0.0087299999999999982 0.087470000000000006 -0.084334999999999979 -0.013024999999999998 -0.088069999999999996 -0.087404999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -6 8 -8 -9 -11 18 -13 -14 16 -16 19 -18 21 20 -15 -12 -23 24 -24 -26 27 -25 -28 -30
right_child=1 -3 4 -5 6 -7 7 9 -10 10 11 12 13 14 15 -17 17 -19 -20 -21 -22 22 23 26 25 -27 28 -29 29 -31
leaf_value=-3.2945193842434411e-05 2.0610282869408064e-06 4.7461863669013841e-05 -0.00012073683828723668 0.00017314808314040421 2.980671230873738e-05 -8.5732597735841413e-05 7.6619709398073615e-06 2.3126522594397195e-05 -5.1671532777878131e-05 -3.1297288786964091e-05 -4.4252870800391975e-05 8.2093919152849483e-05 5.1694045331714731e-05 3.0612948703492295e-05 9.4849457396083465e-05 -6.1259246341266554e-06 -9.661802747965946e-05 1.4605056150265647e-05 -4.4224995628090777e-05 5.0789819336690323e-05 -4.7779227553173371e-05 3.1746510393458194e-05 -0.00011230257327952132 -3.3770528824832236e-06 9.5066001964975533e-05 -3.3916169634502353e-05 7.6334843299596825e-06 0.00011350126675097272 -8.0251518811564891e-05 -1.1417022299286015e-06
leaf_weight=22 177 20 22 20 26 20 20 39 21 23 20 23 25 20 21 59 36 26 35 21 23 37 24 21 21 29 465 20 35 1750
leaf_count=22 177 20 22 20 26 20 20 39 21 23 20 23 25 20 21 59 36 26 35 21 23 37 24 21 21 29 465 20 35 1750
internal_value=0 2.33886e-07 -7.2889e-08 9.73784e-06 -8.16749e-07 -6.85203e-06 1.12209e-07 -1.62154e-07 -2.27284e-05 1.71497e-07 -1.55952e-07 1.0825e-07 9.0249e-06 1.74963e-06 -4.31158e-06 2.03801e-05 -1.99888e-05 -4.99761e-05 -8.13537e-07 9.0613e-06 -1.13178e-05 -1.86204e-07 1.80713e-07 -3.13129e-07 -2.27357e-05 2.02563e-05 4.11128e-07 5.36368e-05 -5.58761e-07 -2.69288e-06
internal_weight=0 3099 3079 217 2862 197 2840 2814 41 2773 2734 2711 254 231 206 80 126 62 2457 64 43 2422 2402 2365 74 50 2291 41 2250 1785
internal_count=3121 3099 3079 217 2862 197 2840 2814 41 2773 2734 2711 254 231 206 80 126 62 2457 64 43 2422 2402 2365 74 50 2291 41 2250 1785
is_linear=0
shrinkage=0.1


Tree=4058
num_leaves=31
num_cat=0
split_feature=472 472 12 130 10 0 15 0 34 0 9 16 2 45 16 16 51 1456 1456 475 1375 3 1375 13 1 0 48 457 4 15
split_gain=2.34717e-06 3.38417e-06 2.13279e-06 3.93699e-06 2.21449e-06 1.55041e-05 1.76127e-05 7.61133e-06 2.95237e-06 1.59395e-05 4.06716e-06 8.9654e-06 5.36592e-06 2.66691e-06 2.50501e-06 4.27312e-05 6.95184e-06 1.02837e-05 6.99262e-06 6.27295e-06 1.24641e-05 2.24546e-05 6.97395e-06 6.71625e-06 1.83151e-05 5.85807e-06 5.75843e-06 1.36071e-05 9.19121e-06 6.01765e-06
threshold=-0.38234499999999999 -0.095174999999999996 0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.072594999999999979 -0.057544999999999992 -0.068944999999999992 0.088235000000000022 -0.087484999999999993 -1.0000000180025095e-35 0.094030000000000016 0.0013750000000000001 -0.0007049999999999999 -0.10316499999999999 0.11510000000000002 0.091295000000000001 -0.086279999999999982 -0.15308499999999997 -0.082594999999999988 -0.090674999999999992 -0.16152999999999998 0.10781 -0.010949999999999998 -0.072824999999999987 0.09228500000000002 -0.0057249999999999992 0.12044500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -8 9 -6 12 -12 -10 14 15 16 -14 18 19 -18 21 -21 -22 24 -24 26 28 29 -25 -28
right_child=1 2 -4 4 8 6 7 -9 10 -11 11 -13 13 -15 -16 -17 17 -19 -20 20 22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-3.11522987904785e-05 3.6884812419884839e-05 3.8188262455891907e-05 -3.0394184432225305e-05 -8.5085675103376471e-05 9.5195395297196234e-05 6.9031868030112399e-05 -7.4648739592660045e-05 2.3636481769658119e-06 4.1077493347074781e-05 -1.4141686388029483e-05 1.0928352048722445e-05 -7.972637664352079e-05 -4.4409126172360951e-05 -2.7536427670773783e-05 -4.6701223367717826e-06 0.00012946052244073005 -4.2166912515478384e-05 6.1367257019030933e-05 -5.0208420671643344e-05 0.00012619474413937002 -5.8215898807247871e-05 -1.3671957579693604e-05 -0.0001073110057865008 1.082773273190148e-05 5.2516136473434654e-07 3.9874419572453649e-05 8.1906366383169427e-07 7.6041127671487639e-05 -6.1673378725875724e-05 4.6802032161865324e-05
leaf_weight=24 25 27 23 24 20 29 21 33 32 40 24 20 34 35 753 26 33 28 27 22 20 24 21 34 63 41 1528 25 36 29
leaf_count=24 25 27 23 24 20 29 21 33 32 40 24 20 34 35 753 26 33 28 27 22 20 24 21 34 63 41 1528 25 36 29
internal_value=0 2.41411e-07 -5.67933e-08 1.72056e-07 -1.676e-07 -1.42968e-05 6.1723e-06 -2.75856e-05 3.51036e-07 2.2304e-05 -1.10323e-07 -3.02783e-05 3.61891e-07 -1.06946e-07 2.4292e-07 2.10104e-06 4.15878e-07 1.20513e-06 3.1993e-07 1.04715e-06 1.82092e-06 5.32208e-05 5.05178e-07 1.16608e-06 -2.64339e-05 2.53548e-06 1.60879e-06 2.85071e-06 -2.64586e-05 1.67552e-06
internal_weight=0 3097 3072 3049 3022 107 83 54 2915 60 2855 44 2811 2779 2744 1991 1965 1931 1903 1876 1843 46 1797 1777 84 1693 1652 1582 70 1557
internal_count=3121 3097 3072 3049 3022 107 83 54 2915 60 2855 44 2811 2779 2744 1991 1965 1931 1903 1876 1843 46 1797 1777 84 1693 1652 1582 70 1557
is_linear=0
shrinkage=0.1


Tree=4059
num_leaves=31
num_cat=0
split_feature=130 10 3 40 10 10 4 9 3 1373 150 15 150 148 46 46 0 1 0 150 0 1 15 0 43 39 15 9 0 15
split_gain=2.37723e-06 5.2955e-06 8.20389e-06 5.95605e-06 3.92671e-06 3.9539e-06 2.71357e-05 3.03815e-06 1.28699e-05 2.16723e-06 3.99587e-06 2.03684e-05 3.3698e-06 1.43895e-05 2.50903e-06 3.75167e-06 3.57265e-06 7.1253e-06 3.06488e-05 1.5499e-05 1.37095e-05 8.53458e-06 6.21109e-06 5.44558e-06 3.06211e-05 5.40931e-06 4.99173e-06 1.95175e-05 1.74126e-05 2.2687e-05
threshold=-0.23647499999999996 -0.38124499999999995 -0.0063699999999999989 -0.24134999999999998 -0.11058499999999999 -0.011559999999999999 0.053180000000000012 0.08925000000000001 -0.014944999999999998 -1.0000000180025095e-35 0.12820000000000001 -0.026084999999999994 0.11117000000000002 -0.063899999999999985 0.10987500000000001 0.083550000000000013 -0.14794999999999997 0.088975000000000012 -0.23001499999999997 0.084335000000000007 -0.15202999999999997 0.077565000000000009 0.081070000000000017 -0.14116499999999996 -0.00045499999999999995 -0.020804999999999994 -0.10203999999999998 -1.0000000180025095e-35 -0.10011499999999998 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 9 -9 -7 12 -12 14 -14 15 16 17 18 -11 20 -19 -20 -23 24 -18 -25 27 -27 29 -28
right_child=1 3 -4 4 5 7 -8 8 -10 10 11 -13 13 -15 -16 -17 23 19 21 -21 -22 22 -24 25 -26 26 28 -29 -30 -31
leaf_value=-3.4365628957857557e-05 8.1758530795923435e-05 -5.332977885440674e-05 -7.7320327926870617e-06 4.2204541370500178e-05 -9.7831472913430142e-05 -2.888048311433522e-05 5.3069876974957839e-05 7.2154434453225878e-05 -3.4545636590337378e-05 0.00013988301904641092 0.00010418324756756193 -3.3802477311995896e-05 2.6005953173700941e-05 -6.2998775954325447e-05 3.5512433491931006e-05 -4.025378820306683e-05 2.4802871140357303e-05 -1.0889463128178551e-06 4.876679242023294e-05 -6.458814697702285e-05 9.0351249943410047e-05 -6.3085681332657783e-05 1.0034356553380629e-05 -4.0912977681273333e-05 -0.00012138780692349311 9.8926649843633651e-05 -0.00012676036215755933 5.0525072006626239e-06 7.592871474576674e-07 -1.5234438075439309e-05
leaf_weight=20 20 21 21 22 26 26 22 26 20 21 20 23 34 39 20 23 38 91 26 31 20 21 26 32 23 24 24 287 1998 76
leaf_count=20 20 21 21 22 26 26 22 26 20 21 20 23 34 39 20 23 38 91 26 31 20 21 26 32 23 24 24 287 1998 76
internal_value=0 2.21644e-07 3.59219e-05 -2.56693e-07 1.10051e-07 -1.96903e-07 -2.86684e-05 2.63397e-07 2.57631e-05 -1.37899e-07 1.2006e-07 3.03769e-05 -3.35807e-07 -2.15445e-05 2.20912e-07 -3.47308e-08 3.03121e-07 1.20647e-05 3.3421e-05 -2.07255e-06 1.53868e-05 2.79494e-06 -2.26363e-05 -8.06286e-07 -3.03182e-05 -6.879e-08 4.73765e-07 1.22968e-05 -1.27884e-06 -4.20007e-05
internal_weight=0 3101 41 3060 3039 3017 48 2969 46 2923 2897 43 2854 73 2781 2761 2738 236 94 142 111 73 47 2502 61 2441 2409 311 2098 100
internal_count=3121 3101 41 3060 3039 3017 48 2969 46 2923 2897 43 2854 73 2781 2761 2738 236 94 142 111 73 47 2502 61 2441 2409 311 2098 100
is_linear=0
shrinkage=0.1


Tree=4060
num_leaves=31
num_cat=0
split_feature=1447 1447 1447 403 133 403 1447 2 3 403 403 1447 13 13 402 13 13 13 3 0 16 3 0 15 0 0 4 133 160 123
split_gain=1.96013e-06 1.03683e-05 9.35604e-06 9.4548e-06 2.79855e-05 7.98301e-06 7.42252e-06 7.11923e-06 1.16147e-05 4.94416e-06 3.08907e-06 2.44708e-06 2.30261e-06 1.43638e-05 2.62891e-05 1.50636e-05 1.05102e-05 2.64032e-05 2.23595e-05 2.44989e-05 1.50981e-05 9.17318e-06 7.68503e-06 2.8043e-05 1.95916e-05 1.43146e-05 9.80009e-06 2.4664e-05 1.06589e-05 9.11428e-06
threshold=-0.086849999999999997 -0.086279999999999982 -0.085709999999999995 -0.54856499999999986 0.40431 -0.53960999999999981 -0.084334999999999979 0.086285000000000014 -0.080289999999999986 -0.53255499999999989 -0.52445499999999989 -0.083214999999999983 -0.087714999999999987 -0.088464999999999988 -0.086719999999999978 -0.089109999999999981 -0.085384999999999975 -0.085804999999999979 -0.086224999999999982 -0.087794999999999998 -0.067914999999999989 -0.080934999999999993 -0.083804999999999977 0.089295000000000013 -0.086284999999999987 -0.087414999999999979 -0.076779999999999987 -0.14032999999999998 0.089015000000000011 0.086445000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 -4 -5 -7 -1 -9 -8 -11 -12 13 14 -13 22 17 18 -14 21 -21 -20 24 -24 25 26 27 -16 29 -28
right_child=1 2 3 5 -6 6 9 8 -10 10 11 12 16 -15 15 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-2.3989512619664311e-05 -6.7303246443929231e-05 6.1014664021058701e-05 -0.00012744829106271606 6.3265761782531639e-05 2.5797816376255541e-05 5.2060276252800745e-05 -4.8960830560775191e-05 7.2337675706368078e-05 -2.3700967890363245e-05 3.2790765466675759e-05 -3.0549379206840294e-05 -0.00010345573394893702 8.425785120958939e-05 6.4760522103537565e-05 1.6663326217288462e-05 7.9987615698393302e-05 3.8715438309043836e-08 -0.00011317468761889955 5.9996257604561163e-05 -2.3284319368857805e-05 -0.00014044026465853676 -2.8126707010891379e-05 1.1614670537174984e-06 0.00012287200803731812 -8.3043726820809143e-05 8.3363538979028815e-05 1.9797546240427897e-05 -0.0001209767840919085 -4.7066758000125578e-05 -4.3252426824507824e-05
leaf_weight=30 23 25 22 20 26 27 21 34 20 28 27 23 22 38 30 26 2100 29 27 22 22 21 107 23 30 20 194 23 35 26
leaf_count=30 23 25 22 20 26 27 21 34 20 28 27 23 22 38 30 26 2100 29 27 22 22 21 107 23 30 20 194 23 35 26
internal_value=0 -4.16793e-07 9.36209e-08 -4.15923e-07 -4.444e-05 3.02593e-07 -1.28514e-07 1.50688e-05 3.67678e-05 -6.15417e-07 -2.62039e-07 -5.87339e-07 -3.00265e-07 5.34547e-06 1.14105e-06 5.82146e-06 -1.74757e-06 -2.79797e-05 -6.30728e-06 -2.79642e-05 -8.18623e-05 2.14425e-05 1.86998e-06 2.26949e-05 -5.69213e-06 1.38271e-06 -3.94072e-06 -4.30673e-05 4.19147e-06 1.23462e-05
internal_weight=0 3037 3014 2989 48 2941 2921 84 54 2894 2873 2845 2818 575 537 514 2243 143 114 92 44 48 488 130 358 328 308 53 255 220
internal_count=3121 3037 3014 2989 48 2941 2921 84 54 2894 2873 2845 2818 575 537 514 2243 143 114 92 44 48 488 130 358 328 308 53 255 220
is_linear=0
shrinkage=0.1


Tree=4061
num_leaves=31
num_cat=0
split_feature=1429 156 132 1203 132 50 390 133 394 129 1186 2 13 13 16 1 158 51 13 42 4 0 15 0 0 13 13 4 33 13
split_gain=1.94863e-06 4.11269e-06 1.98484e-06 5.63519e-05 2.6423e-05 1.57245e-05 2.17045e-06 4.60649e-06 2.56723e-06 3.15533e-06 2.18596e-06 2.94612e-06 2.1706e-06 8.29772e-06 9.29435e-06 4.96967e-06 8.98286e-06 3.88347e-06 3.06287e-06 1.84541e-05 1.57871e-05 1.29255e-05 1.92102e-05 1.84378e-05 2.66189e-05 1.36837e-05 7.82872e-06 1.27355e-05 7.99843e-06 7.76848e-06
threshold=-0.23752499999999996 0.32523500000000005 -0.083284999999999984 0.089480000000000018 -0.076764999999999986 0.093975000000000017 0.087590000000000015 -0.089569999999999983 -0.093064999999999981 0.097140000000000018 0.021560000000000003 0.087995000000000004 -0.40078499999999995 -0.17933499999999997 -0.23935499999999996 0.10684 0.082560000000000008 0.090560000000000015 -0.088069999999999996 0.083865000000000009 -0.015039999999999998 -0.083804999999999977 0.088990000000000014 -0.086074999999999985 -0.086834999999999982 -0.08971999999999998 -0.087404999999999997 -0.015039999999999998 -0.009184999999999997 -0.08645499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 8 -8 9 -6 12 -12 15 14 -14 -10 17 -17 19 20 -15 23 -23 24 25 -21 27 -20 -28 -30
right_child=1 -3 4 -5 6 -7 7 -9 10 -11 11 -13 13 18 -16 16 -18 -19 26 21 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-2.9656315547816286e-05 2.269074010525531e-06 4.5410920283757153e-05 -0.00011254106549521176 0.00016482116148143264 -4.8700863051938846e-05 -8.9308248120037868e-05 5.7232425169786446e-05 -9.8258329671807601e-06 4.8819587868036193e-05 5.0800447843357693e-06 4.9338505639406363e-05 -2.1041830840269021e-07 3.9373664218477307e-06 8.7056264850329356e-06 -8.6047898942827794e-05 3.2901578676749277e-06 -5.4632250075056543e-05 5.2224307285581271e-05 -9.4819468137322243e-05 -3.8948516185247219e-06 0.00010179212812675229 -8.0901711092002718e-06 0.00010222835779940295 -8.7274832787506034e-05 0.00010758852922208463 -8.2570729107828817e-05 -5.9432768055399801e-05 1.2891661234399572e-05 3.0618091268997545e-05 -1.3588926071164785e-06
leaf_weight=22 175 20 21 21 24 21 20 21 29 20 21 28 22 38 24 55 22 23 23 191 35 38 27 29 20 25 23 21 79 1983
leaf_count=22 175 20 21 21 24 21 20 21 29 20 21 28 22 38 24 55 22 23 23 191 35 38 27 29 20 25 23 21 79 1983
internal_value=0 2.10529e-07 -8.30756e-08 9.1376e-06 -7.82197e-07 -7.54278e-06 4.38977e-08 2.28855e-05 -2.90569e-07 -2.4255e-05 9.20273e-08 2.10248e-05 -2.86882e-07 -9.20313e-07 -4.30115e-05 1.23719e-05 1.80208e-06 1.77195e-05 -1.55623e-07 7.83844e-06 5.33361e-05 -2.2262e-06 3.77344e-05 -1.20279e-05 -2.78142e-06 -1.30009e-05 -1.66883e-06 -4.34119e-05 -7.87918e-07 -1.3378e-07
internal_weight=0 3099 3079 217 2862 196 2841 41 2800 44 2756 49 2707 2578 46 129 100 78 2532 403 73 330 65 265 236 216 2129 44 2085 2062
internal_count=3121 3099 3079 217 2862 196 2841 41 2800 44 2756 49 2707 2578 46 129 100 78 2532 403 73 330 65 265 236 216 2129 44 2085 2062
is_linear=0
shrinkage=0.1


Tree=4062
num_leaves=31
num_cat=0
split_feature=156 472 132 1185 1203 1208 1208 1209 1209 1209 403 42 401 1212 1210 394 1184 133 1176 12 133 13 1212 403 1212 1210 4 1210 43 0
split_gain=2.42513e-06 2.89444e-06 2.20565e-06 1.69189e-05 9.59301e-06 1.93159e-06 4.15454e-06 4.29665e-06 3.02972e-06 2.72925e-06 3.28718e-06 1.36421e-05 2.96614e-06 1.32384e-05 4.7611e-06 2.41332e-06 8.77396e-06 2.80831e-06 6.88658e-06 5.96128e-06 1.3765e-05 7.58367e-06 5.4914e-06 4.61993e-06 4.5904e-06 4.93141e-06 1.97308e-05 1.59978e-05 4.50533e-06 1.85445e-05
threshold=0.3248100000000001 -0.097514999999999977 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11531000000000001 0.10233500000000001 -0.097919999999999993 0.10656 -0.087714999999999987 -0.5341999999999999 0.089810000000000015 0.11602000000000001 -0.089544999999999986 -0.094799999999999982 -0.11103499999999998 0.088760000000000019 -0.14757499999999998 1.0000000180025095e-35 0.087075000000000014 -0.16927999999999996 -0.092879999999999976 -0.087464999999999987 0.059220000000000009 -0.063924999999999996 -0.079504999999999978 -0.082249999999999976 -0.062539999999999984 0.062770000000000006 -0.097274999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 -5 9 -9 11 -11 14 -14 -12 -16 17 19 22 21 -21 -17 23 -19 -24 26 -26 -27 -29 -30
right_child=-2 2 3 5 -6 -7 -8 8 -10 10 12 -13 13 -15 15 16 -18 18 -20 20 -22 -23 24 -25 25 27 -28 28 29 -31
leaf_value=3.8159564091984073e-05 -3.2351701053773033e-05 -1.8725644731194993e-06 9.016810328743997e-05 -4.6262083633337172e-05 -6.5472227221040092e-05 -2.6541646918674278e-05 3.6159601887408854e-05 3.1601564411108417e-05 3.8094057526905092e-05 2.6231494782471352e-05 4.3167461147347171e-05 -8.7882392326719136e-05 2.1425855129564299e-05 -7.3653697553608159e-05 2.5515458022513287e-05 9.5549240281148493e-06 -6.6182167020087943e-05 -7.0836238155607144e-05 -5.9052212855021935e-05 9.8040813006925674e-06 9.9909296737418391e-05 -6.2181140092434364e-05 4.0764864609497765e-05 -2.8661599208135159e-06 -0.00010008988686174483 8.9715258254727815e-05 3.3839524390218273e-05 9.5460974326252962e-07 -0.000101946207467501 -1.5713749093038132e-07
leaf_weight=20 23 195 21 20 27 27 32 27 21 22 26 20 32 27 37 56 20 20 20 88 21 20 28 20 22 20 22 2069 22 96
leaf_count=20 23 195 21 20 27 27 32 27 21 22 26 20 32 27 37 56 20 20 20 88 21 20 28 20 22 20 22 2069 22 96
internal_value=0 2.40187e-07 -6.20273e-09 7.40129e-07 -9.60766e-06 7.76995e-08 3.33655e-07 -7.93245e-08 2.55819e-07 -3.47124e-08 -3.50141e-07 -2.81085e-05 8.71622e-08 -2.20851e-05 5.88952e-07 1.60032e-07 -2.08738e-07 3.14031e-07 -6.24067e-07 1.21746e-05 2.71638e-05 -9.32299e-06 -1.20159e-07 -3.68512e-05 5.24528e-07 2.39818e-08 -3.31252e-05 6.84862e-07 -1.29316e-07 -1.91348e-05
internal_weight=0 3098 3078 2856 222 2835 2808 2776 2756 2735 2708 42 2666 59 2607 2581 2544 2524 2339 185 109 76 2319 40 2279 2251 44 2207 2187 118
internal_count=3121 3098 3078 2856 222 2835 2808 2776 2756 2735 2708 42 2666 59 2607 2581 2544 2524 2339 185 109 76 2319 40 2279 2251 44 2207 2187 118
is_linear=0
shrinkage=0.1


Tree=4063
num_leaves=31
num_cat=0
split_feature=1209 1209 1209 1209 472 1429 13 3 16 157 12 12 12 2 43 16 16 12 393 1451 474 1 474 471 154 157 42 51 157 160
split_gain=2.18119e-06 3.43303e-06 2.27222e-06 2.85675e-06 2.08039e-06 3.67166e-06 2.40837e-06 1.22213e-05 1.04612e-05 5.86282e-06 6.28944e-06 1.04338e-05 9.04709e-06 1.16179e-05 8.11825e-06 4.56947e-06 4.95076e-06 3.266e-06 2.58367e-06 2.32337e-06 2.79111e-06 1.17299e-05 2.22606e-05 3.99117e-06 3.26912e-06 3.67887e-06 7.24813e-06 5.48979e-06 3.7562e-06 3.82457e-06
threshold=-0.14444499999999996 -0.089214999999999989 -0.083969999999999989 -0.074484999999999982 -0.38234499999999999 -0.23587499999999997 0.095710000000000017 -0.24124499999999996 0.62925500000000012 -0.07928499999999998 0.10806000000000002 0.11650500000000001 0.099100000000000008 0.088930000000000023 -0.24021999999999996 -0.065999999999999989 -0.42170999999999997 -1.0000000180025095e-35 0.12069000000000002 0.095645000000000022 0.10401500000000001 0.10022000000000002 0.11134000000000001 0.087850000000000011 1.0000000180025095e-35 0.10891500000000003 0.094010000000000024 -0.13579499999999997 0.086545000000000011 0.081905000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 -7 9 -8 12 -12 15 -14 -13 16 -11 -17 19 20 23 22 -22 24 25 28 27 -27 29 -9
right_child=1 2 3 4 5 6 8 18 -10 10 11 14 13 -15 -16 17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.2918195647653195e-05 -3.571471957170784e-05 3.0748611872392459e-05 -3.6897501229846273e-05 -2.9211906477636756e-05 4.0148827247321611e-05 -6.3297964130294034e-05 -4.5079752192617417e-05 7.8412474059772669e-07 7.3494960966142935e-05 -1.3858527524917007e-05 -7.4425522259182549e-05 4.7595878691936379e-05 4.5197415875009026e-06 0.00011101498574438059 -3.7881722782913136e-05 -4.4231198436054091e-05 4.8194622367484879e-05 2.6147938866494731e-06 3.5660529974848038e-05 3.0556028347443015e-05 -0.00012585778493389842 3.7703780995798301e-05 5.0907133781412786e-06 3.2481982837428382e-05 3.9665927088208266e-05 -3.621994182724718e-05 -7.2754726820026665e-05 3.6985828464821687e-05 3.5462106085294087e-05 -1.1167584860945325e-05
leaf_weight=20 27 24 21 24 23 31 23 2094 23 20 22 25 20 21 20 22 36 46 20 24 21 25 34 37 20 21 21 20 29 307
leaf_count=20 27 24 21 24 23 31 23 2094 23 20 22 25 20 21 20 22 36 46 20 24 21 25 34 37 20 21 21 20 29 307
internal_value=0 -2.12305e-07 9.95253e-08 -1.41648e-07 1.1318e-07 3.4739e-07 4.04038e-08 -8.70823e-07 8.90356e-06 3.07767e-06 7.8519e-06 -1.79866e-05 1.83439e-05 5.90661e-05 9.60583e-06 4.87927e-06 2.60328e-05 -1.25413e-05 -1.46827e-07 -4.16766e-07 -6.99515e-07 -1.90917e-05 -4.49078e-05 -1.22279e-07 -6.02517e-07 -9.25699e-07 -2.49799e-05 -5.0981e-07 -3.11971e-07 -7.44061e-07
internal_weight=0 3101 3074 3050 3029 3005 2982 2704 278 255 232 67 165 41 45 124 56 68 2673 2653 2629 80 55 2549 2512 2492 62 41 2430 2401
internal_count=3121 3101 3074 3050 3029 3005 2982 2704 278 255 232 67 165 41 45 124 56 68 2673 2653 2629 80 55 2549 2512 2492 62 41 2430 2401
is_linear=0
shrinkage=0.1


Tree=4064
num_leaves=31
num_cat=0
split_feature=130 12 1429 156 1203 1204 400 400 399 132 43 132 50 399 132 0 51 51 4 0 51 401 10 0 15 15 33 12 46 51
split_gain=2.17188e-06 5.80897e-06 2.01486e-06 4.3748e-06 2.0185e-06 2.55718e-06 4.03141e-06 4.45983e-06 1.14099e-05 3.96387e-06 6.36678e-05 5.59614e-05 1.34227e-05 2.67053e-06 3.96141e-06 3.42141e-06 2.51917e-06 7.12405e-06 6.32235e-06 1.11781e-05 7.01989e-06 4.08219e-06 3.44067e-06 2.48043e-05 1.54655e-05 1.51496e-05 4.57928e-06 4.31322e-06 7.19027e-06 4.24141e-06
threshold=-0.23647499999999996 0.23631000000000002 -0.23752499999999996 0.32523500000000005 0.10970500000000001 0.057120000000000011 0.12955000000000003 0.10782000000000001 0.093190000000000009 -0.083284999999999984 -0.011694999999999999 -0.020429999999999997 0.09227500000000001 0.087485000000000021 -0.40070499999999992 -0.090809999999999988 0.10501000000000001 0.11144500000000002 0.033845000000000007 -0.14051499999999997 0.12229000000000002 0.13699500000000003 -0.011559999999999999 -0.10224499999999999 -0.14809499999999998 -0.084564999999999987 -1.0000000180025095e-35 0.12757000000000002 -0.043074999999999995 0.090560000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 10 -4 -11 13 14 15 -12 21 -18 19 -19 -21 22 23 -13 -25 -26 -24 28 -28 -30
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 11 12 16 -14 -15 -16 -17 17 18 -20 20 -22 -23 26 24 25 -27 27 -29 29 -31
leaf_value=-3.2847850561665837e-05 -3.0308658593143761e-05 5.1414473424219152e-05 0.00015449947774565469 4.6679388342454336e-05 3.141992583550746e-05 -3.3670489746446435e-05 4.1506457044148274e-05 -4.4385502643189796e-05 6.9978463216102682e-05 -0.00016827936240588315 2.2249377198022559e-05 -0.00011860783240990713 -8.3508252492700441e-05 -2.0288669269902105e-05 4.144380975178917e-05 -3.5542885078549648e-05 5.3340377689892193e-05 7.8988256730857164e-05 -3.5442053402018956e-05 -3.6696444235654002e-05 1.3599597445431142e-05 -4.523263626088876e-05 4.0737242913261683e-05 -5.7874856167472905e-05 0.00010599380919302349 -5.6382986287879308e-06 5.80383168458606e-05 -3.9695412890848402e-05 1.0944872029247049e-07 -2.2273733810090398e-05
leaf_weight=20 22 22 27 20 20 23 23 23 23 20 20 20 23 39 28 21 32 21 36 37 111 21 27 25 20 31 21 28 2229 88
leaf_count=20 22 22 27 20 20 23 23 23 23 20 20 20 23 39 28 21 32 21 36 37 111 21 27 25 20 31 21 28 2229 88
internal_value=0 2.11851e-07 -1.54001e-07 6.30099e-08 -2.4398e-07 -4.53883e-07 -1.98712e-07 -5.21573e-07 -1.79351e-07 -7.31019e-07 1.46744e-05 -1.61069e-06 -1.41445e-05 6.27366e-07 1.24495e-05 -7.35154e-06 -3.97231e-07 9.45788e-06 2.60793e-06 1.07133e-05 1.02559e-06 -1.32777e-06 -9.57343e-07 -1.95202e-05 6.55549e-06 3.8139e-05 -2.12657e-07 -6.79964e-07 -2.12713e-07 -7.40668e-07
internal_weight=0 3101 3079 3057 3037 3017 2994 2971 2948 2925 158 2767 131 108 69 41 2747 237 205 169 148 2510 2489 96 76 51 2393 2366 2338 2317
internal_count=3121 3101 3079 3057 3037 3017 2994 2971 2948 2925 158 2767 131 108 69 41 2747 237 205 169 148 2510 2489 96 76 51 2393 2366 2338 2317
is_linear=0
shrinkage=0.1


Tree=4065
num_leaves=31
num_cat=0
split_feature=132 132 1203 142 11 33 10 16 16 31 106 16 374 39 11 1 475 2 156 155 0 0 12 13 13 13 43 1 1211 42
split_gain=2.35665e-06 1.42896e-05 1.41666e-05 2.20193e-06 2.82859e-06 7.72351e-06 2.72959e-06 3.48575e-05 2.95606e-05 4.38441e-06 4.806e-06 2.71489e-06 2.56243e-06 1.20379e-05 2.56251e-06 8.10664e-06 3.09139e-06 9.223e-06 6.15097e-06 4.77268e-06 3.82931e-06 1.41938e-05 7.24708e-06 3.36589e-06 1.72435e-05 1.24888e-05 6.6667e-06 2.55244e-05 1.24483e-05 9.93318e-06
threshold=-0.083449999999999983 -0.076764999999999986 0.089480000000000018 -1.0000000180025095e-35 -0.011194999999999998 -0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 -0.085589999999999986 -1.0000000180025095e-35 0.08759500000000002 -0.42170999999999997 0.085145000000000012 0.089790000000000023 0.096435000000000007 0.10752500000000002 -0.24039999999999997 0.10613000000000002 0.14171000000000003 0.11562500000000002 0.11070500000000001 0.056435000000000006 0.091200000000000017 -0.069964999999999986 -0.070999999999999994 -0.06884499999999999 0.062770000000000006 0.090275000000000008 0.082210000000000019 0.10306000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 7 8 11 10 -8 -7 14 -14 16 -16 17 -11 19 20 21 23 -22 24 26 -25 28 -28 29 -18
right_child=1 3 -4 4 5 6 9 -9 -10 12 -12 -13 13 -15 15 -17 18 -19 -20 -21 22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-1.896609933282889e-06 7.7592049425826792e-05 -2.9439579466725262e-05 -9.0248585274821386e-05 3.4553742413360551e-05 -5.6409562815436713e-05 -2.5266329286846725e-06 -6.5960908510273182e-05 9.2989670405912859e-05 -0.00012419353367606944 1.919013231236022e-05 2.5341080981888811e-06 4.161504571543033e-05 6.7464841676054567e-05 -3.3484905032396668e-05 5.8863815241204942e-05 -2.5134882962447593e-05 2.5347406263968566e-07 -6.5101782003559359e-05 5.2700836931762751e-05 -4.5750691725001877e-05 -8.6011630034792898e-06 -8.0617593762739989e-05 5.5302450356456188e-05 8.03527719697394e-05 -9.5692839095136152e-05 2.5242729564868752e-06 4.8765944554291382e-06 -0.00010238954038516481 6.1758526862831792e-05 -5.3933282410330974e-05
leaf_weight=196 24 25 20 24 24 38 21 39 21 25 20 22 27 21 27 20 1012 27 22 23 36 22 35 21 20 1133 78 31 32 35
leaf_count=196 24 25 20 24 24 38 21 39 21 25 20 22 27 21 27 20 1012 27 22 23 36 22 35 21 20 1133 78 31 32 35
internal_value=0 7.493e-07 -1.00773e-05 1.09166e-07 3.67821e-07 7.81102e-08 5.60911e-07 1.53171e-05 -2.20808e-05 -9.78476e-08 -3.25487e-05 1.36586e-05 4.04791e-07 2.32993e-05 -1.80397e-08 2.31197e-05 -4.44166e-07 -2.45768e-05 5.77937e-08 -4.09578e-07 1.52065e-08 -6.66364e-07 2.29006e-05 7.83129e-08 -3.61129e-06 3.94056e-06 -2.06109e-06 -2.56303e-05 3.19855e-07 -1.55793e-06
internal_weight=0 2905 216 2881 2856 2832 2808 120 81 2688 41 60 2647 48 2599 47 2552 52 2500 2478 2455 2384 71 2362 1208 1154 1188 109 1079 1047
internal_count=3121 2905 216 2881 2856 2832 2808 120 81 2688 41 60 2647 48 2599 47 2552 52 2500 2478 2455 2384 71 2362 1208 1154 1188 109 1079 1047
is_linear=0
shrinkage=0.1


Tree=4066
num_leaves=31
num_cat=0
split_feature=472 1429 12 4 13 13 4 10 4 51 1 16 9 33 3 45 150 150 2 2 42 15 0 51 2 1 129 42 4 0
split_gain=2.41743e-06 3.43276e-06 2.33616e-06 5.57629e-06 2.5672e-06 5.00497e-06 1.66702e-05 4.39192e-06 1.41158e-05 2.48359e-05 4.21351e-06 6.12524e-06 4.05668e-06 1.94302e-05 4.41194e-06 4.2104e-06 3.04856e-06 7.85646e-06 6.70513e-06 1.54426e-05 2.04151e-05 7.44388e-06 3.36464e-06 8.1292e-06 1.06614e-05 6.12845e-05 1.33235e-05 1.08575e-05 9.31866e-06 7.87088e-06
threshold=-0.38234499999999999 -0.23587499999999997 0.23631000000000002 0.63113500000000011 -0.41572999999999993 -0.17933499999999997 0.0049200000000000008 -0.011559999999999999 0.053180000000000012 0.081440000000000026 0.10684 -0.08453999999999999 0.092235000000000011 -0.012019999999999998 0.14121000000000003 0.094030000000000016 0.10980500000000001 0.10635000000000001 0.11389000000000002 0.10613000000000002 0.083795000000000022 -0.022504999999999997 -0.10224499999999999 0.092545000000000016 0.080205000000000012 0.094220000000000012 0.080675000000000011 -0.035074999999999988 -0.050494999999999991 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 10 6 -6 8 9 -7 -3 -12 13 -9 15 16 17 22 19 20 -18 -22 23 24 25 -15 27 -26 -25 -24
right_child=1 2 -4 -5 5 7 -8 12 -10 -11 11 -13 -14 14 -16 -17 18 -19 -20 -21 21 -23 29 28 26 -27 -28 -29 -30 -31
leaf_value=-3.1615129379739908e-05 3.8734203933373747e-05 4.9348711413417572e-05 -3.1793955776779714e-05 4.4617701600405523e-05 -0.0001034565621375805 -0.00013670646251491482 1.0990023433155979e-05 9.912368026562037e-05 2.2400335269355168e-05 1.0389743912734654e-05 2.9991521760645192e-05 -2.9388993880274938e-05 -3.4894158579845681e-05 0.00017489488189945091 4.2885792815165291e-05 -4.3748421144714075e-05 -9.1262405288128736e-05 5.7839575977898988e-05 -6.8354294576238324e-05 7.3476979669067087e-05 -2.8851691188590069e-05 5.1196629669902904e-05 -5.3842570144167572e-05 1.4640412481981003e-05 8.2096954296999192e-05 -5.353600467969955e-05 -5.0033692257834959e-05 8.6444495562865711e-06 -8.1892772166725086e-05 -4.7772478980241689e-07
leaf_weight=24 23 27 23 28 20 22 35 20 38 24 38 32 32 23 24 22 29 24 20 20 21 26 28 20 22 24 36 236 20 2140
leaf_count=24 23 27 23 28 20 22 35 20 38 24 38 32 32 23 24 22 29 24 20 20 21 26 28 20 22 24 36 236 20 2140
internal_value=0 2.44993e-07 -4.29873e-08 1.96368e-07 -2.15077e-07 -7.45667e-07 -3.06269e-05 -1.7323e-07 -2.27021e-05 -5.99606e-05 1.57902e-05 2.84614e-06 5.05789e-07 9.16968e-07 1.9882e-07 -1.7908e-07 1.77381e-07 8.92308e-07 -1.56804e-05 -4.7067e-06 -2.52814e-05 1.54304e-05 3.56123e-07 9.02279e-06 1.40256e-05 5.82493e-05 6.95582e-06 1.49078e-05 -3.36262e-05 -1.16694e-06
internal_weight=0 3097 3074 3051 3023 2926 55 2871 84 46 97 70 2787 2755 2735 2711 2689 2573 116 96 76 47 2549 381 341 47 294 258 40 2168
internal_count=3121 3097 3074 3051 3023 2926 55 2871 84 46 97 70 2787 2755 2735 2711 2689 2573 116 96 76 47 2549 381 341 47 294 258 40 2168
is_linear=0
shrinkage=0.1


Tree=4067
num_leaves=31
num_cat=0
split_feature=1213 1211 1211 1211 1211 15 399 15 2 399 394 390 1200 1204 393 402 402 42 52 16 43 133 1208 402 1210 1210 1209 1209 3 128
split_gain=2.11814e-06 3.51337e-06 5.44375e-06 4.53532e-06 3.13426e-06 6.60395e-06 3.67201e-06 8.37261e-06 4.70558e-06 3.23904e-06 2.66115e-06 3.10685e-06 2.50929e-06 3.01602e-06 2.36325e-06 2.15746e-06 9.14237e-06 2.6948e-06 1.02339e-05 5.4912e-06 1.11258e-05 5.3771e-06 7.10383e-06 6.94048e-06 4.473e-06 3.85442e-06 3.6805e-06 4.31666e-06 4.18909e-06 9.85654e-06
threshold=0.51370000000000016 0.11986000000000001 0.11048500000000001 0.10326000000000002 0.087635000000000005 0.087065000000000017 0.091895000000000018 0.090750000000000011 0.089005000000000015 0.088190000000000018 -0.14580499999999996 0.087590000000000015 0.090100000000000013 -0.086384999999999976 -0.088754999999999987 -0.46900499999999995 -0.43418999999999991 0.12074000000000001 0.10744000000000002 -0.079734999999999986 -0.029804999999999995 0.41553500000000004 0.10233500000000001 0.23460000000000003 -0.094799999999999982 -0.085329999999999975 -0.087714999999999987 -0.074484999999999982 -0.094874999999999987 0.085955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 9 8 -8 10 -1 12 13 -12 -15 -16 -17 21 19 20 -19 22 23 24 -18 -26 -27 -28 29 -29
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11 11 -13 -14 14 15 16 17 18 -20 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-2.8003785960476412e-05 3.2438947091577578e-05 -3.2664240165324759e-05 4.0536363716951617e-05 -4.7762169415364042e-05 -8.0381803181134511e-06 6.5770353177702594e-05 -3.3519612630546664e-05 -7.5841082850404618e-05 2.6822905890964776e-05 3.1798660302229109e-05 -3.8295466254653767e-05 2.8169810236879411e-05 3.0669556704546828e-05 -3.45024573016417e-05 2.9848245299035627e-05 -6.7626602831296633e-05 4.0531031374013293e-05 -8.1445546275062962e-05 6.7768847345308007e-05 2.5175342838897803e-05 1.9542722268776441e-05 -4.0529581769298993e-05 4.5500363010245671e-05 -4.9155430691637871e-05 -4.1139224903536563e-05 4.271232061000774e-05 -3.6282060583206741e-05 4.3976989474003856e-06 -1.8876849757905871e-06 5.8300502267819547e-05
leaf_weight=34 20 33 33 20 27 22 24 21 28 32 21 39 26 20 24 20 27 20 28 39 24 33 34 29 23 20 33 408 1922 37
leaf_count=34 20 33 33 20 27 22 24 21 28 32 21 39 26 20 24 20 27 20 28 39 24 33 34 29 23 20 33 408 1922 37
internal_value=0 -2.09215e-07 1.39878e-07 -2.99359e-07 1.54855e-08 2.51003e-05 -3.98931e-07 -2.25492e-05 -1.02749e-06 1.59994e-07 -1.93881e-07 1.40586e-07 -2.51502e-07 -5.42576e-07 -2.53335e-07 -1.59562e-09 -2.67223e-07 2.36023e-07 1.54908e-05 -2.14515e-06 -2.6361e-05 -4.23869e-07 9.86294e-08 -5.19081e-07 5.19528e-08 -3.95421e-07 -8.18692e-09 -3.64191e-07 1.36565e-07 8.87951e-06
internal_weight=0 3101 3068 3035 3015 49 2966 73 52 2893 2861 2827 2788 2762 2741 2721 2697 2677 111 83 44 2566 2533 2499 2470 2443 2420 2400 2367 445
internal_count=3121 3101 3068 3035 3015 49 2966 73 52 2893 2861 2827 2788 2762 2741 2721 2697 2677 111 83 44 2566 2533 2499 2470 2443 2420 2400 2367 445
is_linear=0
shrinkage=0.1


Tree=4068
num_leaves=31
num_cat=0
split_feature=130 40 4 46 1428 473 471 16 52 13 3 11 1429 154 471 16 16 12 124 1 2 43 16 3 52 15 13 52 52 51
split_gain=2.24527e-06 4.87563e-06 2.88574e-06 2.1174e-06 4.04779e-06 6.70621e-06 4.5972e-06 3.28798e-06 2.92739e-06 1.03843e-05 1.50781e-05 3.38583e-06 4.15542e-06 2.54623e-06 3.05376e-06 2.76165e-06 1.28016e-05 2.05985e-05 6.54302e-06 9.47195e-06 7.58708e-06 1.04621e-05 1.05917e-05 9.50871e-06 7.46812e-06 6.30215e-06 5.98931e-06 4.78862e-06 6.01018e-06 1.45073e-05
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 -0.074319999999999983 -0.56022499999999986 0.090705000000000008 -0.085709999999999995 0.097680000000000017 -0.15673999999999996 0.085530000000000009 0.093375000000000014 0.15891500000000003 0.22339500000000004 0.087625000000000022 -1.0000000180025095e-35 0.11751000000000002 0.097605000000000011 -0.095049999999999982 0.31475000000000003 -0.085854999999999987 -0.23375999999999997 -0.055554999999999993 -0.074044999999999986 -0.21968999999999997 -0.080114999999999978 0.092545000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -5 9 10 -8 12 -10 14 15 27 17 -17 -18 20 24 -22 -23 -24 -20 -21 -25 -14 29 -29
right_child=1 2 -4 7 5 6 8 -9 11 -11 -12 -13 13 -15 -16 16 18 -19 19 25 21 22 23 26 -26 -27 -28 28 -30 -31
leaf_value=3.1128915571057206e-05 -4.944569031067658e-05 -3.5908455754452009e-05 3.1484635300279444e-05 -8.900121683836914e-06 5.755926649726462e-05 -4.6084455531379058e-05 0.00011354950278473554 4.5498231749661498e-05 4.301671988700533e-05 -3.105086193985566e-05 -9.2435942133306528e-06 -3.0324154948558368e-05 3.7789254159125617e-05 -3.5304243681908005e-05 3.2505867160840091e-05 1.3561579405740347e-05 5.3642514358216432e-05 -0.00012205386008948456 3.0156672445193845e-06 -8.7820601142344205e-05 -7.2937814729812095e-05 -5.6867078008228704e-05 6.9531941392616173e-05 4.0716844246379058e-05 5.9637310591319372e-05 -1.205064241809811e-05 -2.3519989484524792e-05 -6.6076299018496579e-06 1.9055723687749216e-06 -8.6183992478147786e-05
leaf_weight=23 20 32 29 20 20 22 20 25 22 24 20 38 34 21 28 21 20 24 66 21 24 26 24 21 36 23 47 274 2071 25
leaf_count=23 20 32 29 20 20 22 20 25 22 24 20 38 34 21 28 21 20 24 66 21 24 26 24 21 36 23 47 274 2071 25
internal_value=0 -2.31111e-07 8.86717e-08 -2.09945e-07 -5.32482e-07 -1.51583e-07 -5.42578e-07 2.13212e-05 -2.00626e-07 2.09515e-05 5.2153e-05 -6.72969e-07 -2.74545e-07 -6.13963e-07 -3.52385e-07 -6.86092e-07 -8.94544e-06 -5.87667e-05 -1.66637e-06 -5.50726e-06 2.19388e-06 -1.27512e-05 -5.09858e-07 1.54172e-05 2.29998e-05 -4.82136e-05 -3.68214e-06 5.26699e-07 -7.86921e-09 -1.32612e-05
internal_weight=0 3098 3078 3049 3004 2972 2952 45 2930 64 40 2866 2828 2806 2785 2757 353 45 308 288 244 142 118 92 102 44 68 2404 2370 299
internal_count=3121 3098 3078 3049 3004 2972 2952 45 2930 64 40 2866 2828 2806 2785 2757 353 45 308 288 244 142 118 92 102 44 68 2404 2370 299
is_linear=0
shrinkage=0.1


Tree=4069
num_leaves=31
num_cat=0
split_feature=1429 156 402 1212 401 1209 52 1209 3 3 403 13 52 13 13 16 1 52 2 2 1 0 13 3 42 133 3 3 4 132
split_gain=2.37062e-06 3.67031e-06 2.05804e-06 3.22853e-06 3.3795e-06 3.18683e-06 1.57034e-05 8.49204e-06 2.74783e-06 7.88068e-06 6.20972e-06 1.14439e-05 8.76704e-06 8.50466e-06 1.41528e-05 1.09751e-05 7.14902e-06 9.65862e-06 1.91797e-05 6.93099e-06 6.66892e-06 5.18621e-06 1.47358e-05 5.48378e-06 1.68026e-05 3.77485e-05 1.56666e-05 1.21251e-05 1.13089e-05 4.10217e-05
threshold=-0.23752499999999996 0.32523500000000005 0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.084519999999999984 0.088185000000000013 -0.069599999999999981 -0.094299999999999981 -0.096099999999999977 0.084910000000000013 0.24813000000000004 -0.012859999999999998 0.095710000000000017 0.06370000000000002 0.62925500000000012 0.092390000000000014 0.10744000000000002 0.092635000000000009 0.08622500000000001 0.078340000000000007 0.10455500000000001 -0.055129999999999992 -0.086424999999999988 0.083995000000000014 0.087285000000000015 -0.086049999999999988 -0.085709999999999995 -0.081984999999999988 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7 9 10 12 -12 13 14 -9 -15 17 18 19 20 -14 23 -23 24 -10 -26 -25 -28 29 -29
right_child=1 -3 -4 -5 -6 7 -8 8 21 -11 11 -13 16 15 -16 -17 -18 -19 -20 -21 -22 22 -24 26 25 -27 27 28 -30 -31
leaf_value=-3.2710262431382123e-05 1.7098829578441967e-05 4.2932482165269904e-05 3.1153162680788055e-05 -3.9334179521011683e-05 3.7387199912094121e-05 5.9402780122278881e-05 -9.2283501743666075e-05 -5.3960179180234769e-06 -2.5820717351737975e-06 5.2118616752393017e-05 -6.8274856969383698e-05 2.7333997757393393e-05 9.1901388424005186e-05 -4.739607792404198e-06 -8.361927504059471e-05 8.2427889527743052e-05 -1.304392808378907e-06 -1.290725180069785e-05 0.00012425090339652695 -8.8254067417009918e-06 1.3116822976206261e-05 -0.00010020938086398701 9.8878154887877888e-06 6.6334467333540998e-05 -5.3453563340576142e-06 -0.00017291987056523796 -5.6939295373504631e-05 0.00013097845076117664 -1.8305719164567757e-06 4.8217329355689119e-06
leaf_weight=22 35 20 21 21 24 24 21 101 292 35 31 21 21 52 30 20 90 32 26 34 22 20 31 36 41 20 37 30 1728 183
leaf_count=22 35 20 21 21 24 24 21 101 292 35 31 21 21 52 30 20 90 32 26 34 22 20 31 36 41 20 37 30 1728 183
internal_value=0 2.32208e-07 -4.51561e-08 -2.59402e-07 1.07888e-08 -2.86932e-07 -2.39195e-05 1.60625e-07 -3.24139e-07 6.30815e-06 2.96781e-06 -2.96636e-05 6.93237e-06 -8.13536e-06 -2.33097e-05 1.94736e-05 2.05268e-05 3.50809e-05 4.99899e-05 2.49147e-05 5.1593e-05 -1.73672e-06 -3.32876e-05 -1.05692e-06 -1.25539e-05 -6.02878e-05 9.58187e-07 -2.31674e-07 8.49306e-07 2.25903e-05
internal_weight=0 3099 3079 3058 3037 3013 56 2957 2933 515 480 52 428 203 131 72 225 135 103 77 43 2418 51 2367 353 61 2014 1978 1941 213
internal_count=3121 3099 3079 3058 3037 3013 56 2957 2933 515 480 52 428 203 131 72 225 135 103 77 43 2418 51 2367 353 61 2014 1978 1941 213
is_linear=0
shrinkage=0.1


Tree=4070
num_leaves=31
num_cat=0
split_feature=472 52 1 3 156 471 471 132 132 132 132 1 13 0 403 0 481 42 2 481 1453 1455 483 1446 1 159 15 42 15 484
split_gain=2.79158e-06 3.02189e-06 9.06459e-06 6.23573e-06 3.25671e-06 2.72167e-06 3.97656e-06 2.62e-06 1.35485e-05 8.06284e-06 2.63427e-06 7.94038e-06 6.74074e-06 2.89227e-06 2.74138e-06 6.39408e-06 2.61539e-06 1.45509e-05 2.6096e-05 8.70086e-06 5.99474e-06 2.63193e-06 3.6171e-06 4.50332e-06 1.13309e-05 3.02289e-06 6.8216e-06 1.12861e-05 8.88238e-06 6.47692e-06
threshold=-0.38234499999999999 -0.56022499999999986 0.103565 -0.086274999999999977 0.12592000000000003 0.10338500000000002 0.093375000000000014 -0.083174999999999985 -0.050879999999999988 -0.084644999999999984 -0.41127499999999995 0.089625000000000024 0.056795000000000005 -0.082084999999999977 -0.089609999999999981 -0.087084999999999982 -0.087424999999999989 0.090545000000000014 0.085515000000000022 -0.085629999999999984 -0.087504999999999986 -0.24112999999999998 -0.47356499999999996 0.10734500000000001 0.086720000000000005 -0.088494999999999976 -0.092489999999999989 0.087665000000000007 -0.083359999999999976 -0.096419999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 9 -9 10 12 13 -3 14 -12 -16 17 18 -10 -18 -21 -22 -23 25 -25 26 27 -24 -28 -30
right_child=1 4 -4 -5 -6 -7 -8 8 16 -11 11 -13 -14 -15 15 -17 19 -19 -20 20 21 22 23 24 -26 -27 28 -29 29 -31
leaf_value=-3.3973698608254682e-05 -4.7709771424706557e-05 -2.3436773694111952e-05 6.9195379473967485e-05 2.5399147619152374e-05 -3.1464832095066829e-05 -3.6643300882133195e-05 4.3731579595866309e-05 7.1397790883633277e-05 -0.00010129431417119444 -6.7846101369055267e-05 1.9236333818381273e-05 -6.0153182453682857e-05 4.5606867312134489e-05 2.3131057074548351e-05 7.282552064680204e-06 -6.0214001277927311e-05 5.2592245037175189e-05 4.8906307137267885e-05 3.038892505768613e-05 -5.3085110699785653e-05 3.2849979499587793e-05 -4.2115045725950044e-05 -9.7042751076514835e-05 -1.1045280023479012e-05 8.6126770756458259e-05 1.0873269768295459e-06 5.4162292387142466e-05 4.2492577118867882e-06 4.1895346112141854e-05 -1.9081962946748482e-05
leaf_weight=24 20 26 25 28 33 20 21 27 34 22 22 27 31 37 32 25 32 24 27 21 25 20 22 28 21 2246 24 22 20 135
leaf_count=24 20 26 25 28 33 20 21 27 34 22 22 27 31 37 32 25 32 24 27 21 25 20 22 28 21 2246 24 22 20 135
internal_value=0 2.6328e-07 2.0368e-05 -5.0629e-06 -2.22052e-07 1.22653e-07 3.70151e-07 6.14768e-08 9.11624e-07 -1.03854e-05 -4.0647e-06 -1.13105e-05 1.41133e-05 5.81042e-08 -1.07482e-05 -2.23212e-05 2.07023e-07 -1.70559e-05 -4.30083e-05 7.67937e-07 1.2615e-07 5.62138e-07 2.44094e-07 5.80544e-07 3.05999e-05 -1.52222e-08 -1.11198e-05 -4.63967e-05 -2.4484e-06 -1.12139e-05
internal_weight=0 3097 73 48 3024 2991 2971 2950 2728 222 200 143 57 116 79 57 2701 85 61 2616 2584 2563 2538 2518 49 2469 223 44 179 155
internal_count=3121 3097 73 48 3024 2991 2971 2950 2728 222 200 143 57 116 79 57 2701 85 61 2616 2584 2563 2538 2518 49 2469 223 44 179 155
is_linear=0
shrinkage=0.1


Tree=4071
num_leaves=31
num_cat=0
split_feature=472 1429 132 393 1203 1429 120 1 120 2 13 13 15 16 52 0 14 147 11 11 150 49 1348 448 39 150 0 3 151 33
split_gain=2.26118e-06 2.88335e-06 2.05995e-06 1.22382e-05 7.02105e-06 2.27104e-06 2.01504e-06 4.82702e-06 1.07616e-05 6.81006e-06 2.65511e-06 4.31518e-06 6.19814e-06 3.59697e-06 4.28263e-06 5.5917e-06 3.30641e-06 8.90543e-06 7.35626e-06 9.3619e-06 4.66215e-06 1.45088e-05 7.39155e-06 6.2443e-06 4.7114e-06 4.7366e-06 8.16839e-06 2.28515e-05 9.92443e-06 3.93321e-06
threshold=-0.38234499999999999 -0.23587499999999997 -0.083174999999999985 0.12069000000000002 0.088820000000000024 -0.094049999999999981 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 -0.40078499999999995 -0.17933499999999997 -0.037864999999999989 -0.020119999999999996 0.0031350000000000002 -0.14001499999999997 0.078235000000000013 0.099730000000000027 0.075910000000000019 0.082245000000000013 0.12640500000000002 -0.045154999999999994 0.088590000000000016 -0.083689999999999987 0.11402500000000002 0.11213000000000002 -0.18113999999999997 0.088060000000000013 -0.00016499999999999997 0.085305000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 -4 7 8 9 10 13 12 -12 14 15 -7 17 20 -18 -20 22 -22 23 -13 25 26 27 -25 -29 -28
right_child=1 2 3 -5 -6 6 -8 -9 -10 -11 11 16 -14 -15 -16 -17 18 -19 19 -21 21 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=-3.0576328034233789e-05 3.5511881034598568e-05 -2.5286633714927121e-06 -3.1167306933046187e-05 7.6749869826709907e-05 -5.6130875015826729e-05 2.0051379906362853e-05 -2.9093600788537118e-05 4.6249556860699239e-05 -7.2840471766539842e-05 5.6194023636635398e-05 6.5025259846152037e-06 -4.9349870067089791e-05 -7.222573527542409e-05 4.2792471397072357e-05 3.6816697177963094e-05 -5.4726278322050354e-05 -5.3415709309471519e-05 5.6967514248234306e-05 4.5067577586990044e-05 -4.5200460099295022e-05 2.5251453613842997e-05 -8.3600907848449437e-05 6.1412012655637227e-05 0.00010644601284996366 -4.2293824553780726e-05 -3.3212555055611004e-05 1.1648587770812884e-06 3.7611139862659211e-05 -4.2406719345425735e-05 -4.0403701511778591e-05
leaf_weight=24 23 192 23 21 28 20 23 23 20 22 20 25 20 34 23 20 36 28 27 20 24 25 20 28 25 39 2203 31 31 23
leaf_count=24 23 192 23 21 28 20 23 23 20 22 20 25 20 34 23 20 36 28 27 20 24 25 20 28 25 39 2203 31 31 23
internal_value=0 2.36956e-07 -2.69752e-08 6.91747e-07 -9.35076e-06 1.27956e-07 3.84109e-07 6.27377e-07 2.47742e-07 7.80455e-07 3.32587e-07 -2.67783e-07 -3.28616e-05 1.65797e-05 2.43311e-06 -1.73374e-05 2.36571e-07 8.87964e-07 -1.93994e-05 6.65565e-06 2.53272e-07 -3.02855e-05 8.70343e-07 3.66878e-07 8.89113e-07 1.34753e-06 1.9295e-06 3.14647e-05 -2.39779e-06 7.35354e-07
internal_weight=0 3097 3074 2854 220 2833 2810 2787 2764 2744 2722 2625 40 97 63 40 2585 2502 83 47 2474 49 2425 2405 2380 2355 2316 90 62 2226
internal_count=3121 3097 3074 2854 220 2833 2810 2787 2764 2744 2722 2625 40 97 63 40 2585 2502 83 47 2474 49 2425 2405 2380 2355 2316 90 62 2226
is_linear=0
shrinkage=0.1


Tree=4072
num_leaves=31
num_cat=0
split_feature=1429 156 1204 1185 1186 394 39 33 15 47 47 9 16 47 131 2 1456 1 49 47 3 41 12 47 12 16 1429 156 128 128
split_gain=2.22229e-06 3.90125e-06 2.0554e-06 4.35649e-06 3.61328e-06 2.08024e-06 2.15877e-06 1.06362e-05 5.19528e-06 2.87021e-06 1.79771e-05 1.50999e-05 4.3879e-05 3.78329e-06 3.74307e-06 5.30112e-06 1.18105e-05 5.27235e-06 4.42246e-06 8.49581e-06 5.78565e-06 3.62077e-06 1.05796e-05 3.08784e-06 3.05875e-06 2.97454e-06 6.52795e-06 3.35578e-06 2.82665e-06 4.74252e-06
threshold=-0.23752499999999996 0.32523500000000005 0.053645000000000005 -0.10973499999999999 -0.092084999999999986 -0.15150999999999998 -1.0000000180025095e-35 -0.012019999999999998 -0.093959999999999988 0.094160000000000008 0.096475000000000019 0.088235000000000022 -0.087484999999999993 0.091210000000000013 0.096490000000000006 0.10402500000000002 -0.077349999999999988 0.11061500000000002 -0.0087049999999999992 0.10843500000000002 -0.080409999999999995 0.086565000000000017 0.087075000000000014 0.11596500000000001 0.089005000000000015 0.63636000000000015 -0.10379499999999998 0.12488500000000001 0.11787500000000002 0.10692000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 8 -8 -7 11 -11 13 -13 21 15 16 -12 -17 -18 20 -20 25 -23 -21 -25 26 -9 28 29 -28
right_child=1 -3 -4 4 5 6 7 9 -10 10 14 12 -14 -15 -16 17 18 -19 19 23 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-3.167039348309945e-05 -4.6835755783831706e-05 4.4247948408155936e-05 2.5986090766328594e-05 3.5118484709465556e-05 -2.3294604957649985e-05 -1.1499460794896421e-05 -6.2897680294958663e-05 5.3867001257789199e-05 4.889036792111915e-05 9.8607546602752765e-05 8.6764170806591647e-05 1.5885588800301777e-05 -0.00017078270306228663 4.3513126001926139e-05 -2.9487424876606385e-05 -5.3957934748420179e-05 -2.9122533370744872e-05 2.5362965370388926e-06 2.1770002058474347e-06 -3.7786443127792476e-05 6.9959645867022447e-05 5.8056553683166604e-05 -2.4270497319607617e-05 -2.3805649570931566e-05 2.6681535139990349e-05 -3.0142095869557715e-05 -5.8967211933289403e-07 -3.4665949903589124e-05 -3.6963140397953495e-05 4.2359806042650938e-05
leaf_weight=22 20 20 30 29 39 28 27 22 29 21 21 34 20 20 32 24 28 53 20 23 34 37 27 20 30 34 2301 29 21 26
leaf_count=22 20 20 30 29 39 28 27 22 29 21 21 34 20 20 32 24 28 53 20 23 34 37 27 20 30 34 2301 29 21 26
internal_value=0 2.24823e-07 -6.11343e-08 -3.17421e-07 -1.02675e-08 -3.49845e-07 -4.76348e-08 -4.25924e-07 1.92252e-05 1.6036e-07 9.31576e-06 -9.29315e-07 -5.32508e-05 1.93196e-07 2.73637e-06 6.81211e-06 1.63865e-05 -1.50723e-05 6.8515e-06 1.47828e-05 4.4855e-05 -1.53779e-07 2.33248e-05 -7.4624e-06 6.48666e-06 -7.71384e-07 -3.55125e-07 -8.56971e-07 -4.39398e-07 -1.0979e-07
internal_weight=0 3099 3079 3049 3029 3000 2961 2904 57 2877 306 2571 54 2517 285 253 176 77 155 127 54 2497 64 73 50 2433 2399 2377 2348 2327
internal_count=3121 3099 3079 3049 3029 3000 2961 2904 57 2877 306 2571 54 2517 285 253 176 77 155 127 54 2497 64 73 50 2433 2399 2377 2348 2327
is_linear=0
shrinkage=0.1


Tree=4073
num_leaves=31
num_cat=0
split_feature=472 3 12 3 2 1 41 2 33 132 1203 1185 50 2 132 2 2 3 15 457 457 97 1452 1455 1456 49 484 483 10 2
split_gain=2.33173e-06 2.79861e-06 7.96488e-06 2.46956e-05 5.84462e-06 9.65789e-06 4.14246e-06 1.16559e-05 8.47516e-06 2.76398e-06 6.33396e-05 3.28424e-05 8.49862e-06 2.72936e-06 2.67813e-06 2.66961e-06 3.71936e-06 2.71012e-06 2.50796e-06 1.14679e-05 8.52212e-06 4.33548e-06 4.6818e-06 5.95839e-06 6.04291e-06 1.12892e-05 6.63762e-06 3.12196e-05 1.29423e-05 1.6336e-05
threshold=-0.38234499999999999 -0.16726499999999997 0.10149500000000002 -0.24163499999999996 0.10467500000000002 0.103565 0.088180000000000008 0.081685000000000021 -0.0066799999999999993 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.093975000000000017 0.10559 -0.050879999999999988 0.096540000000000015 0.089125000000000024 -0.084964999999999985 -0.074054999999999996 0.41022000000000008 0.15196500000000004 -0.079444999999999988 0.082765000000000019 0.0034400000000000008 0.084020000000000011 0.08610000000000001 0.10126500000000001 0.098395000000000024 -0.38124499999999995 0.15109000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 8 -8 -3 10 12 -11 13 15 -13 16 17 -10 19 21 -20 -16 23 24 26 -26 28 -28 -23 -30
right_child=1 6 -4 -5 5 -7 7 -9 9 11 -12 14 -14 -15 18 -17 -18 -19 20 -21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-3.1049704053505898e-05 3.6124445105087941e-05 5.399970837531548e-05 -2.9664363063375278e-05 0.00010242046953041405 -7.2862157451874572e-05 1.5002838644845882e-05 -8.8969961143448028e-05 -8.1879142574810736e-07 4.2731349822133785e-06 -0.00012284457117692167 0.00017513076122884828 3.4590355393116953e-05 -6.8512102942414844e-05 3.1116949958232003e-05 -3.6015020399143651e-05 -3.9853792113717649e-05 3.88222849869635e-05 -3.2699562436919812e-05 -1.9466091798205378e-06 7.5100014793282426e-05 -6.7611049644256127e-05 7.7334380246331711e-05 -2.8110330076742686e-05 4.3687581637641415e-05 -6.7929588361437254e-05 1.9016995133824823e-05 -0.00011667777648240604 4.9948947344091726e-05 8.6837461809916001e-06 -7.0767949229640957e-05
leaf_weight=24 25 29 32 31 22 29 20 60 55 22 21 22 21 23 29 20 20 31 1679 22 20 26 45 38 32 28 22 23 623 27
leaf_count=24 25 29 32 31 22 29 20 60 55 22 21 22 21 23 29 20 20 31 1679 22 20 26 45 38 32 28 22 23 623 27
internal_value=0 2.40616e-07 1.41079e-05 2.71987e-05 -3.48387e-06 -2.28997e-05 -4.11025e-07 -2.28566e-05 2.12896e-07 -3.34601e-07 1.12848e-05 -1.16955e-06 -8.95505e-06 -5.61103e-07 -1.54054e-07 -6.3436e-06 -2.09275e-08 -9.05423e-06 -4.4647e-07 3.77432e-06 -2.71959e-06 2.01714e-06 3.29368e-06 5.01918e-06 3.13774e-06 -2.73545e-05 5.67524e-06 -3.1513e-05 8.15079e-06 5.38344e-06
internal_weight=0 3097 139 107 76 51 2958 80 2878 2849 191 2658 170 149 2636 126 106 86 2614 915 1699 893 864 819 781 60 721 45 676 650
internal_count=3121 3097 139 107 76 51 2958 80 2878 2849 191 2658 170 149 2636 126 106 86 2614 915 1699 893 864 819 781 60 721 45 676 650
is_linear=0
shrinkage=0.1


Tree=4074
num_leaves=31
num_cat=0
split_feature=132 1203 1185 9 33 3 9 46 3 1428 473 471 3 12 11 16 15 3 47 47 47 47 16 160 43 1 43 156 156 42
split_gain=2.14863e-06 1.33263e-05 1.2e-05 2.31288e-06 8.62899e-06 5.66706e-06 4.93741e-06 2.25812e-06 3.33457e-06 3.33083e-06 5.79699e-06 3.8148e-06 2.71634e-06 6.95457e-06 1.59222e-05 1.34318e-05 1.5141e-05 2.61714e-06 2.29739e-06 1.7072e-05 9.78489e-06 4.29335e-06 9.83184e-06 4.51328e-06 3.97063e-06 3.39324e-06 6.17934e-06 3.24449e-06 4.26975e-06 8.91701e-06
threshold=-0.083449999999999983 0.089480000000000018 -0.087384999999999977 0.092890000000000014 -0.012019999999999998 -0.014944999999999998 0.085555000000000006 0.084955000000000017 0.12178000000000001 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 -0.16726499999999997 0.10149500000000002 0.090070000000000025 0.13751500000000003 -1.0000000180025095e-35 -0.15713499999999997 0.092165000000000011 0.097970000000000015 0.088915000000000008 0.10843500000000002 -0.094359999999999986 -0.016279999999999996 -0.085474999999999982 0.10337500000000001 -0.065269999999999981 -0.092099999999999987 -0.065739999999999979 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 7 9 -9 -6 -11 -12 13 14 15 16 -13 -14 20 -20 27 22 -21 -23 -24 -25 -27 -19 29 -29
right_child=2 -3 3 5 6 -7 -8 8 -10 10 11 12 17 -15 -16 -17 -18 18 19 21 -22 23 24 25 -26 26 -28 28 -30 -31
leaf_value=-1.6878960710825167e-06 7.4290199898479682e-05 -8.7379706492356497e-05 -5.8697510452475397e-05 -8.3866297245549507e-06 -3.252190570037783e-05 6.2417083299806108e-05 4.3688987408621385e-05 4.9854236418799374e-05 -5.8557340014972614e-06 5.356942234357121e-05 -4.1938731159131169e-05 -8.6934794905703579e-06 -2.79779571441655e-05 -3.6343443294258161e-05 0.00010551921546721132 -4.5672513829964789e-05 0.0001052274998073699 -3.596807853526229e-05 -7.0325134455719645e-05 8.1044968101196002e-05 6.1557223699100388e-05 2.1271450259519044e-05 -3.2500993132128751e-05 5.1963817188354573e-06 2.2724968706218838e-05 -6.8616346834460276e-05 -6.7047139102789129e-06 -4.1617747683631023e-06 -4.2206441418897388e-07 8.0956214287652986e-05
leaf_weight=196 22 20 25 26 32 20 26 22 21 20 22 28 35 22 20 31 20 25 39 20 26 37 23 36 30 28 38 32 2159 20
leaf_count=196 22 20 25 26 32 20 26 22 21 20 22 28 35 22 20 31 20 25 39 20 26 37 23 36 30 28 38 32 2159 20
internal_value=0 -9.62232e-06 7.1546e-07 1.54015e-07 -2.06649e-07 2.23976e-05 3.13362e-07 -9.14354e-08 2.2647e-05 -4.4789e-07 -6.92957e-08 -4.67948e-07 -1.26114e-07 1.45133e-05 2.58148e-05 5.63651e-06 3.87736e-05 -8.21315e-07 -4.43089e-07 -9.51983e-06 5.64101e-07 1.66605e-06 2.13031e-05 -8.64693e-06 -1.24101e-06 -1.94997e-05 -3.29703e-05 -1.45121e-07 2.59932e-07 2.85759e-05
internal_weight=0 216 2905 2883 2837 46 2812 2786 43 2743 2711 2691 2669 121 99 79 48 2548 2513 251 2262 212 73 139 53 102 66 2236 2211 52
internal_count=3121 216 2905 2883 2837 46 2812 2786 43 2743 2711 2691 2669 121 99 79 48 2548 2513 251 2262 212 73 139 53 102 66 2236 2211 52
is_linear=0
shrinkage=0.1


Tree=4075
num_leaves=31
num_cat=0
split_feature=130 2 11 33 10 16 12 97 10 3 3 3 132 1 399 3 457 2 2 2 12 2 12 13 49 133 1429 12 1446 475
split_gain=2.04256e-06 3.93441e-06 2.65973e-06 6.49057e-06 4.14339e-06 4.52391e-05 2.09037e-05 3.12555e-06 4.56019e-06 2.49915e-06 1.79572e-05 1.60481e-05 5.70284e-06 0.000116678 5.3684e-05 2.33112e-05 5.50813e-06 5.41741e-06 1.52178e-05 9.62645e-06 1.09672e-05 2.75117e-05 9.55821e-06 7.69083e-06 6.781e-06 2.59363e-05 1.62142e-05 8.23338e-06 1.86467e-05 1.20058e-05
threshold=-0.23123999999999997 0.31358000000000003 -0.011194999999999998 -0.012019999999999998 -0.0097449999999999985 -0.056919999999999991 -1.0000000180025095e-35 -0.079444999999999988 0.11294000000000003 -0.078724999999999976 -0.07908999999999998 -0.078344999999999984 -0.083284999999999984 0.089370000000000019 0.091580000000000009 -0.083924999999999986 -0.11701499999999999 0.094095000000000012 0.095195000000000016 0.092755000000000018 0.083310000000000009 0.08622500000000001 0.083535000000000012 -0.084419999999999981 0.091325000000000003 0.08622500000000001 0.083670000000000008 0.08401500000000002 0.083715000000000026 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -6 9 10 12 -11 13 15 17 -9 -13 19 -19 20 21 23 -22 -14 27 -26 -27 28 29 -24
right_child=1 -3 3 4 7 -7 -8 8 -10 11 -12 16 14 -15 -16 -17 -18 18 -20 -21 22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=2.9690501299267893e-05 3.198009315803155e-05 -3.6258876049638882e-05 -5.1938558014323161e-05 1.4935726245694654e-05 -3.3606040752991771e-05 0.00011812640068162564 -0.00011462628273875454 4.1301553670334327e-07 4.532061327402269e-05 8.083808309563141e-05 -8.8728583493017746e-05 4.3690703848066429e-05 2.4860828566551794e-05 0.00024053718079812826 -0.00014577006447605246 -0.00011697534937411548 2.7706822186568089e-07 7.9492229031467149e-05 3.801515869833531e-06 -5.6523773074492491e-05 6.86442744336091e-05 -0.00013980101855850079 -2.6717578075476927e-05 -4.8220301126396709e-05 0.00011584775297310642 3.786141003449582e-05 -8.1902259592538942e-05 -6.7542739961349188e-07 2.0045874815409527e-05 -0.00013628871900891681
leaf_weight=23 26 30 24 33 28 31 20 87 22 26 24 30 36 20 26 21 1131 29 316 34 20 20 20 24 23 26 20 898 33 20
leaf_count=23 26 30 24 33 28 31 20 87 22 26 24 30 36 20 26 21 1131 29 316 34 20 20 20 24 23 26 20 898 33 20
internal_value=0 -2.20424e-07 1.31972e-07 -1.40234e-07 2.71681e-07 2.21699e-05 -3.39556e-05 -3.55262e-07 -3.48824e-08 -3.80867e-07 -2.84284e-06 3.1389e-06 -1.61077e-06 1.86734e-05 -3.29127e-06 -2.24125e-05 1.39887e-06 -8.52523e-07 1.01639e-05 -4.08989e-06 -2.52608e-06 -3.8229e-05 1.68481e-07 -4.37162e-06 -1.14836e-06 2.91428e-05 -1.42098e-05 -3.30087e-06 -3.55974e-05 -8.15031e-05
internal_weight=0 3098 3068 3042 3018 84 53 2934 2906 2884 1697 1187 1673 128 1545 108 1161 1519 345 1174 1140 80 1060 60 1040 69 46 971 73 40
internal_count=3121 3098 3068 3042 3018 84 53 2934 2906 2884 1697 1187 1673 128 1545 108 1161 1519 345 1174 1140 80 1060 60 1040 69 46 971 73 40
is_linear=0
shrinkage=0.1


Tree=4076
num_leaves=31
num_cat=0
split_feature=33 34 30 1204 1185 1186 15 15 9 4 2 4 51 4 483 482 12 13 0 16 15 2 0 45 129 13 42 3 0 49
split_gain=2.33483e-06 2.65965e-06 4.63389e-06 2.23093e-06 2.9695e-06 3.24662e-06 2.10826e-06 1.91724e-05 1.74307e-05 1.13303e-05 4.64096e-05 2.61552e-05 9.29211e-06 7.49138e-06 7.23152e-06 1.66754e-05 1.29983e-05 5.84545e-06 6.34675e-06 6.52047e-06 4.95722e-06 4.82183e-06 6.59737e-06 4.38092e-06 4.16867e-06 4.00348e-06 6.00438e-06 4.04511e-06 3.67976e-06 3.62014e-06
threshold=-0.044254999999999996 -0.097449999999999981 0.09538000000000002 0.053645000000000005 -0.10973499999999999 -0.092084999999999986 -0.10203999999999998 -0.099734999999999976 -1.0000000180025095e-35 0.053180000000000012 0.083585000000000007 0.10528000000000001 -0.088494999999999976 0.0033150000000000007 0.098395000000000024 0.089925000000000019 0.11232500000000002 -0.095539999999999986 -0.11173999999999999 -0.50690499999999983 -0.12563999999999997 0.089125000000000024 -0.095504999999999993 0.094030000000000016 -0.077709999999999987 -0.0062949999999999994 0.099760000000000015 0.11296500000000002 -0.26343999999999995 0.092185000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 8 -8 -7 10 -10 -11 -12 21 15 16 17 18 19 -13 25 22 -14 24 -9 26 -19 -27 -26 -23
right_child=1 2 -4 -5 5 6 7 23 9 11 12 14 13 -15 -16 -17 -18 20 -20 -21 -22 29 -24 -25 28 27 -28 -29 -30 -31
leaf_value=3.2462342873755425e-05 3.0450001970296273e-05 -3.8847047107992694e-05 -4.5227598132876906e-05 2.6962545598507861e-05 3.3110790793906405e-05 9.6860121411737059e-05 -9.0661157537397235e-05 -3.5747812517277481e-05 -0.00013693050000256337 0.00012055396547934618 6.3766255607333733e-05 4.3840884014075118e-05 -5.7388250352232719e-05 -4.9233559712452148e-05 6.3145778399302811e-05 -7.5352288779238457e-05 8.2198086685862523e-05 5.6939150241911798e-05 6.4554118966952953e-05 -2.9499696231343679e-05 -4.5900883463521799e-05 6.1952152723928778e-05 1.9006377376539466e-05 -4.6321501176429424e-05 4.0747799423777252e-05 -3.7360492678999439e-05 -8.7977050291308175e-06 1.273409091111346e-05 -3.3977747785671966e-07 2.5051393004105194e-06
leaf_weight=22 28 20 23 30 29 20 24 33 28 21 22 22 20 31 20 26 22 24 26 27 30 21 26 21 22 40 33 27 2363 20
leaf_count=22 28 20 23 30 29 20 24 33 28 21 22 22 20 31 20 26 22 24 26 27 30 21 26 21 22 40 33 27 2363 20
internal_value=0 -2.30465e-07 -5.10195e-07 -1.72761e-07 -4.42496e-07 -1.86294e-07 -5.11527e-07 -1.71934e-06 5.36762e-06 1.6025e-06 -1.94044e-05 1.27005e-05 4.10083e-06 -7.02323e-06 5.07447e-06 8.81598e-07 8.77834e-06 1.72491e-06 2.46189e-05 3.42873e-06 -9.42474e-06 8.01723e-06 -1.42087e-05 -8.44146e-07 -4.49181e-07 -5.9987e-07 1.8881e-05 -1.71731e-05 3.92274e-08 3.29536e-05
internal_weight=0 3099 3071 3048 3018 2998 2969 2463 506 486 168 318 140 118 297 277 251 229 75 49 154 87 46 2439 2418 124 57 67 2385 41
internal_count=3121 3099 3071 3048 3018 2998 2969 2463 506 486 168 318 140 118 297 277 251 229 75 49 154 87 46 2439 2418 124 57 67 2385 41
is_linear=0
shrinkage=0.1


Tree=4077
num_leaves=31
num_cat=0
split_feature=1213 1211 1211 1211 1211 133 1186 393 1452 1452 1420 155 46 474 471 471 51 394 154 474 1 1429 1 157 97 374 120 483 483 483
split_gain=2.07633e-06 2.76098e-06 4.68084e-06 3.37325e-06 2.58024e-06 6.34355e-06 2.8796e-06 3.41246e-06 2.46143e-06 3.31299e-06 3.13247e-06 3.97639e-06 2.77624e-06 3.7862e-06 3.0253e-06 4.08169e-06 2.52606e-06 2.13325e-06 2.61575e-06 4.70082e-06 6.26709e-06 3.49053e-06 7.14525e-06 1.43083e-05 3.33009e-06 5.16509e-06 2.81561e-06 5.32883e-06 1.84838e-05 9.92432e-06
threshold=0.51370000000000016 0.11986000000000001 0.11048500000000001 0.10326000000000002 0.087635000000000005 -0.080849999999999991 -0.10142499999999997 0.11213000000000002 0.11769000000000002 0.10669000000000002 0.056520000000000008 0.14547000000000002 0.084955000000000017 0.11568500000000002 0.094575000000000006 0.088960000000000025 0.078435000000000019 -0.15150999999999998 1.0000000180025095e-35 -0.090834999999999985 0.084885000000000002 -0.066319999999999976 0.099990000000000009 -0.089089999999999989 -0.086464999999999986 0.08987500000000001 0.090440000000000006 0.10045000000000003 0.10761000000000003 0.095085000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 8 9 10 11 12 13 14 15 17 -14 -8 19 20 -19 22 23 -21 -23 26 27 29 -29 -26
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11 -12 -13 16 -15 -16 -17 -18 18 -20 21 -22 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-3.3542960675101947e-05 3.2117164955707267e-05 -2.8977902933768225e-05 3.7561345049074262e-05 -4.1237983969040217e-05 -7.1535926916363558e-06 6.6052993279299709e-05 -2.8000354476327109e-05 3.9120187350569972e-05 2.964113265517409e-05 -3.9350966025350236e-05 -3.7985468125870373e-05 4.0426178505488984e-05 5.0788854005077154e-05 -3.8817786980871466e-05 -3.3786729028617156e-05 3.7836100721376303e-05 1.6844913457961493e-06 -6.7746723379968907e-05 3.5774924808720245e-05 -1.2226930557517335e-05 3.117302884885039e-06 -4.1172217624989574e-05 -2.0395001592987685e-05 0.00010595788321119299 -5.4088227020975917e-07 4.0360995814309369e-05 -3.8080815812691071e-05 7.7968476599428539e-05 -4.9366929011942222e-06 -4.5577291777590296e-05
leaf_weight=26 20 33 33 20 29 20 28 22 27 22 22 24 20 26 27 28 22 24 20 20 26 20 24 21 2286 31 20 38 92 50
leaf_count=26 20 33 33 20 29 20 28 22 27 22 22 24 20 26 27 28 22 24 20 20 26 20 24 21 2286 31 20 38 92 50
internal_value=0 -2.07141e-07 1.02323e-07 -3.04975e-07 -3.34455e-08 2.27266e-05 -4.09455e-07 -1.16438e-07 -4.12259e-07 -6.92937e-07 -3.96501e-07 -1.06034e-07 -4.50623e-07 -8.3601e-07 -4.77561e-07 -1.47889e-07 2.50675e-05 -5.41797e-07 -2.54057e-07 -5.25769e-07 -3.08974e-05 5.78524e-08 2.294e-05 4.83068e-05 -5.28406e-07 -2.05451e-07 -7.11308e-07 -4.0823e-07 1.92971e-05 -1.50485e-06
internal_weight=0 3101 3068 3035 3015 49 2966 2940 2918 2891 2869 2847 2823 2781 2755 2728 42 2700 2672 2652 50 2602 65 41 2537 2517 2486 2466 130 2336
internal_count=3121 3101 3068 3035 3015 49 2966 2940 2918 2891 2869 2847 2823 2781 2755 2728 42 2700 2672 2652 50 2602 65 41 2537 2517 2486 2466 130 2336
is_linear=0
shrinkage=0.1


Tree=4078
num_leaves=31
num_cat=0
split_feature=132 399 1203 393 51 51 51 3 51 43 403 51 10 1 12 33 14 4 1428 2 473 156 131 129 128 15 4 4 43 4
split_gain=1.97986e-06 1.23616e-05 1.22238e-05 2.31441e-06 2.21809e-06 9.37919e-06 7.31871e-06 1.13204e-05 8.28826e-06 3.55633e-05 6.64859e-06 1.28314e-05 4.98624e-06 3.23952e-05 2.19031e-05 4.84654e-06 4.86669e-06 9.86046e-06 8.01351e-06 6.02801e-06 5.55151e-06 5.31874e-06 5.20909e-06 5.55072e-06 1.06607e-05 3.94998e-06 3.58995e-06 8.15023e-06 6.79313e-06 3.77101e-06
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.10992000000000002 0.094075000000000006 0.090560000000000015 0.087505000000000013 -0.082039999999999988 0.078435000000000019 -0.0047449999999999992 -0.0031149999999999997 0.096505000000000021 -0.0091199999999999979 0.092695000000000013 -0.040564999999999997 -1.0000000180025095e-35 -0.23960999999999996 0.50996500000000011 -0.071779999999999997 0.13404500000000005 -1.0000000180025095e-35 0.17654500000000004 0.13834500000000002 0.10311000000000002 0.10378000000000003 -0.26481999999999994 0.033845000000000007 0.0045450000000000013 -0.04652499999999999 -0.0039549999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 8 -8 12 -10 -6 -12 13 -2 25 -14 17 -17 -18 -19 -20 22 23 -22 -25 -15 27 29 -28 -13
right_child=1 -3 -4 -5 10 -7 7 -9 9 -11 11 26 15 14 -16 16 18 19 20 -21 21 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-1.6375829151299086e-06 -0.0001354500099841971 5.7348054494803751e-05 -8.3708045858656992e-05 -3.396309752133675e-05 -4.2562579619698229e-05 -5.0794135510128599e-05 -1.6469628324211089e-05 8.1425060731514043e-05 3.0638392177181606e-05 -0.00014023615771986358 8.3887366149017754e-05 1.1261694655250649e-05 4.7636761750750757e-05 -6.158881000870183e-05 8.6467842205214163e-05 7.2450127299816819e-05 -5.2580123482239917e-05 -4.2197709332131562e-05 5.277857122564456e-05 3.1905973090666205e-05 -1.0240612850742873e-06 -5.1480008842190735e-05 5.1125179306836803e-05 8.5230426496061485e-05 -2.2408832975136313e-06 -4.5064273527478453e-06 1.9641816406874569e-05 7.189055399067002e-05 -6.2778642159173615e-05 -2.3893908046129337e-05
leaf_weight=196 20 38 20 20 24 37 21 27 29 21 23 174 22 22 24 28 29 21 20 23 2058 20 20 22 38 27 20 20 20 37
leaf_count=196 20 38 20 20 24 37 21 27 29 21 23 174 22 22 24 28 29 21 20 23 2058 20 20 22 38 27 20 20 20 37
internal_value=0 6.86795e-07 -9.2367e-06 -6.42088e-08 1.73929e-07 -8.15843e-07 -7.37898e-08 3.85961e-05 -8.33265e-07 -4.11289e-05 8.04542e-06 1.21767e-05 8.33225e-09 -2.26925e-05 8.20001e-06 9.25835e-07 4.74918e-07 2.60596e-05 -3.59742e-07 -3.46169e-06 3.3557e-07 -1.50463e-07 3.29701e-07 -1.49954e-07 2.98319e-05 -3.01353e-05 6.09053e-06 1.088e-05 -2.15684e-05 5.09697e-06
internal_weight=0 2905 216 2867 2847 2529 2492 48 2444 50 318 294 2394 93 73 2301 2279 72 2207 44 2178 2158 2138 2118 60 49 271 231 40 211
internal_count=3121 2905 216 2867 2847 2529 2492 48 2444 50 318 294 2394 93 73 2301 2279 72 2207 44 2178 2158 2138 2118 60 49 271 231 40 211
is_linear=0
shrinkage=0.1


Tree=4079
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 12 48 132 15 1204 43 1204 394 390 129 133 3 403 3 130 130 12 129 43 133 42 14 157 158 14 14
split_gain=2.0797e-06 5.96542e-05 3.06313e-05 1.008e-05 2.34054e-06 2.85452e-06 3.81322e-06 3.49829e-06 2.53197e-06 2.68086e-06 2.94569e-06 2.0108e-06 8.01286e-06 2.2106e-06 1.04291e-05 4.30488e-06 6.42918e-06 6.68132e-06 3.06263e-06 4.19433e-06 4.78807e-06 3.76325e-06 1.58573e-05 1.46885e-05 6.08462e-06 2.92264e-06 1.203e-05 7.88856e-06 5.24036e-06 7.9202e-06
threshold=-0.083284999999999984 0.097510000000000013 0.12679500000000002 0.089480000000000018 0.11527000000000001 0.086035000000000014 -0.41127499999999995 -0.093959999999999988 -0.085719999999999977 -0.0095349999999999983 -0.0076699999999999989 -0.11103499999999998 0.090020000000000017 0.094640000000000016 -0.080849999999999991 -0.092174999999999993 -0.082599999999999993 -0.075359999999999996 -0.22699999999999995 -0.079354999999999981 0.090345000000000023 0.080675000000000011 -0.072534999999999988 0.089595000000000022 -0.14609499999999997 -0.31455999999999995 -0.076119999999999979 -0.47382999999999992 -0.23960999999999996 -0.075879999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 5 6 -1 -8 -9 -10 -11 -2 13 18 -15 -16 -17 -18 -13 20 -20 24 23 -23 -21 26 -26 -27 -29 -30
right_child=2 -3 -4 -5 -6 -7 7 8 9 10 -12 12 -14 14 15 16 17 -19 19 21 -22 22 -24 -25 25 27 -28 28 29 -31
leaf_value=4.1080065420828761e-05 2.3632427752949703e-05 0.00016557494241582887 -0.00012403840191836936 -7.5337238886277202e-05 3.1777846447766937e-05 -3.8859400575304232e-05 -4.4246195102459751e-05 3.0659978817667529e-05 1.7624721443064996e-05 -4.9680986555921705e-05 1.1224041845707689e-06 -3.658100130965265e-05 -5.8935537667228188e-05 7.7620291094284601e-05 -3.4040882544811922e-05 -2.6611408986354948e-05 7.7124912197524252e-05 -3.6354829353513198e-06 4.0527459683895963e-06 5.2444543141725512e-05 5.6086770207132628e-05 6.5076539137338003e-05 -7.9723798734600388e-05 -3.9304073808515183e-05 8.1393218270100289e-05 -6.2020764590626996e-05 -5.4531969046114811e-06 4.8118007990441671e-05 -6.3576958500561882e-05 -3.8165622827410359e-07
leaf_weight=20 36 22 20 20 20 21 20 23 27 21 25 23 23 21 27 25 21 20 48 22 28 26 30 28 22 21 58 22 20 2361
leaf_count=20 36 22 20 20 20 21 20 23 27 21 25 23 23 21 27 25 21 20 48 22 28 26 30 28 22 21 58 22 20 2361
internal_value=0 9.39679e-06 -7.09142e-07 -8.04442e-06 -4.40716e-07 -4.54499e-06 7.53557e-07 -6.19929e-06 1.72715e-06 -7.38867e-06 -2.20704e-05 1.46716e-07 -1.50362e-07 3.28582e-07 1.39697e-05 -4.02963e-07 1.3358e-05 3.77296e-05 -2.45465e-07 6.56736e-08 2.32232e-05 -6.08644e-07 -2.14314e-05 1.09533e-05 8.37989e-08 -3.7624e-07 1.84296e-05 -9.96893e-07 -4.63601e-07 -9.12486e-07
internal_weight=0 219 2902 197 177 157 136 116 96 73 46 2882 2846 2823 114 93 66 41 2709 2686 76 2610 84 54 2526 2504 80 2424 2403 2381
internal_count=3121 219 2902 197 177 157 136 116 96 73 46 2882 2846 2823 114 93 66 41 2709 2686 76 2610 84 54 2526 2504 80 2424 2403 2381
is_linear=0
shrinkage=0.1


Tree=4080
num_leaves=31
num_cat=0
split_feature=12 130 1204 132 399 15 390 394 42 39 33 12 9 9 51 12 12 12 484 51 160 50 52 472 51 12 13 1208 2 51
split_gain=2.12425e-06 4.5235e-06 2.11144e-06 2.43516e-06 9.50322e-06 8.10645e-06 2.46465e-06 4.30823e-06 3.4232e-06 2.38331e-06 8.88741e-06 8.07701e-06 2.49888e-06 5.81391e-06 2.33612e-06 7.37434e-06 3.15272e-05 1.16172e-05 5.14973e-06 8.18921e-06 2.84151e-05 6.12109e-06 4.80716e-06 3.52694e-06 3.54968e-06 3.12758e-05 2.55199e-05 3.64663e-06 3.52305e-06 3.51702e-06
threshold=0.23631000000000002 -0.22461999999999996 0.053645000000000005 -0.083449999999999983 0.091580000000000009 0.091650000000000023 0.087590000000000015 0.0047000000000000011 -0.012324999999999997 -1.0000000180025095e-35 -0.012019999999999998 -0.029094999999999999 0.09055500000000001 0.10750500000000002 0.10501000000000001 0.093965000000000007 0.091545000000000015 0.097575000000000009 -0.070054999999999992 0.123935 -0.014214999999999998 0.11198000000000001 0.31359500000000001 -0.38234499999999999 0.093135000000000009 0.088245000000000004 -0.091559999999999989 0.11531000000000001 0.25063000000000007 0.091000000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 7 9 -8 11 -11 -5 14 -14 23 16 18 -17 -16 20 -20 -21 -19 -12 27 26 -26 28 29 -25
right_child=-2 2 -4 4 -6 -7 8 -9 -10 10 12 -13 13 -15 15 17 -18 22 19 21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=4.0977318910033022e-05 -3.0278357678031643e-05 -4.3270520220977555e-06 2.6266108919420126e-05 -1.5305343957152216e-05 5.832146354285735e-05 -7.1492627903353416e-05 5.3674165319534946e-05 -4.5702987491884938e-05 -4.833984576180228e-06 -5.7701996465092876e-05 -4.3202750021009706e-05 6.9954917953509729e-05 5.7244472706467302e-05 -1.3113533413675414e-05 -3.0516862429838956e-05 -8.0703897055216313e-05 0.0001380332793632988 4.0010219057270056e-05 -1.6031532214810796e-05 -5.2594021963159324e-05 0.00013367044461379661 1.2519075242034022e-05 -2.4704944332463381e-05 9.2546021149491876e-08 2.6242867699527945e-06 6.0236069761491055e-05 -0.00014802604975715361 -3.833037178992527e-05 -3.7262620215187784e-05 4.0272016154962002e-05
leaf_weight=27 23 177 30 25 28 20 20 21 20 27 20 20 24 23 33 21 20 24 32 22 21 42 22 2234 22 28 23 25 25 22
leaf_count=27 23 177 30 25 28 20 20 21 20 27 20 20 24 23 33 21 20 24 32 22 21 42 22 2234 22 28 23 25 25 22
internal_value=0 2.24791e-07 -1.33502e-07 -3.93939e-07 3.50834e-07 -1.11459e-05 -2.25578e-07 -5.80703e-07 2.44201e-05 -2.36758e-07 -6.15769e-07 2.25881e-05 -4.12895e-08 2.2814e-05 -4.488e-07 9.02264e-06 2.00965e-05 -1.90753e-05 4.37164e-06 1.4212e-05 4.32843e-05 -9.86355e-06 9.05949e-06 -1.38449e-06 -1.03293e-06 -2.27432e-05 -7.43748e-05 -3.4566e-07 7.06561e-08 4.84367e-07
internal_weight=0 3098 3071 3041 2844 197 2816 2776 40 2755 2710 45 2683 47 2636 237 170 67 150 117 53 64 46 2399 2379 73 45 2306 2281 2256
internal_count=3121 3098 3071 3041 2844 197 2816 2776 40 2755 2710 45 2683 47 2636 237 170 67 150 117 53 64 46 2399 2379 73 45 2306 2281 2256
is_linear=0
shrinkage=0.1


Tree=4081
num_leaves=31
num_cat=0
split_feature=33 9 3 34 11 2 45 1429 156 1429 16 132 1203 1185 50 1429 475 475 52 157 157 1372 2 157 157 481 481 13 484 484
split_gain=2.15817e-06 2.5742e-06 1.11142e-05 2.06971e-06 3.67864e-06 2.86356e-06 2.30565e-06 5.01196e-06 4.32308e-06 2.74885e-06 2.6765e-06 2.16432e-06 5.88416e-05 2.74782e-05 1.2263e-05 2.12498e-06 4.82713e-06 9.88759e-06 9.39712e-06 2.03023e-06 1.80897e-05 1.07382e-05 4.1044e-06 3.45305e-06 6.13859e-06 2.72878e-06 6.32598e-06 1.84657e-05 3.62064e-06 6.46468e-06
threshold=-0.044254999999999996 0.088235000000000022 -0.13309499999999996 -0.08786999999999999 -1.0000000180025095e-35 -0.080614999999999978 0.084355000000000013 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 -0.074319999999999983 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.093975000000000017 -1.0000000180025095e-35 -0.024084999999999999 0.05680000000000001 -0.082554999999999976 -0.087424999999999989 -0.090569999999999998 -0.082994999999999985 0.087470000000000006 -0.085474999999999982 -0.083699999999999983 -0.15265499999999996 -0.086484999999999992 -0.085744999999999988 -0.093244999999999981 -0.078424999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6 7 -7 9 -9 -8 12 14 -13 -11 16 -15 18 -18 20 22 -21 -17 -23 -25 -26 27 -27 -28 -30
right_child=1 2 -4 4 5 6 10 8 -10 11 -12 13 -14 15 -16 19 17 -19 -20 21 -22 23 -24 24 25 26 28 -29 29 -31
leaf_value=3.1210105622779919e-05 3.1485358686907041e-05 3.0731696684737333e-05 -5.3674938727710515e-05 -4.0759611713590203e-05 3.3984322337346388e-05 -5.0236309980391532e-05 -1.3910259440308438e-06 -3.1505902500482209e-05 4.6327570817084056e-05 1.1125326892624799e-06 4.7397177858825182e-05 -0.00011208917195207587 0.00016855254390239205 -1.7862868747518709e-05 -7.9939706778358897e-05 3.5605754991507865e-05 0.00010863755833270262 -2.4799332008807966e-05 1.2859790270643621e-05 6.8226074575289636e-05 -9.0726760951535357e-05 -3.1167025608485549e-05 -8.3728693764911315e-06 5.5204886521096342e-05 -2.8145297879486213e-05 -3.7477708465303296e-05 1.6196886970249603e-05 8.8330693254842383e-05 -2.8108761386208109e-05 -5.7590491071472776e-07
leaf_weight=22 21 26 39 22 25 20 23 28 20 168 22 22 21 30 21 32 20 21 21 23 24 36 63 20 35 20 119 28 89 2040
leaf_count=22 21 26 39 22 25 20 23 28 20 168 22 22 21 30 21 32 20 21 21 23 24 36 63 20 35 20 119 28 89 2040
internal_value=0 -2.21555e-07 -1.99123e-05 2.00297e-07 -1.77537e-08 2.81919e-07 -2.15391e-09 -3.48214e-07 -4.27666e-09 -3.25914e-07 2.2461e-05 -1.99063e-08 9.75131e-06 -7.9628e-07 -7.89327e-06 1.37884e-07 1.50667e-05 3.10003e-05 5.95807e-05 -4.05196e-07 -1.31559e-05 2.24402e-07 6.44098e-06 -4.3083e-07 3.98219e-08 -4.33495e-07 -1.10588e-08 3.59105e-05 -7.78068e-07 -1.72688e-06
internal_weight=0 3099 65 3034 3013 2991 2966 2921 2901 2881 45 2853 210 2643 189 2621 92 62 41 2529 119 2410 95 2387 2351 2331 2296 48 2248 2129
internal_count=3121 3099 65 3034 3013 2991 2966 2921 2901 2881 45 2853 210 2643 189 2621 92 62 41 2529 119 2410 95 2387 2351 2331 2296 48 2248 2129
is_linear=0
shrinkage=0.1


Tree=4082
num_leaves=31
num_cat=0
split_feature=130 39 132 1185 1203 130 124 124 2 11 33 10 16 1 97 15 43 4 14 158 14 9 48 45 48 150 147 448 150 12
split_gain=2.08254e-06 5.36767e-06 2.52507e-06 1.82892e-05 7.90184e-06 2.20129e-06 1.91815e-06 2.02607e-06 2.97862e-06 2.90144e-06 7.10301e-06 3.84057e-06 3.89467e-05 1.86528e-05 3.18879e-06 3.50488e-06 6.82346e-06 4.84269e-06 4.35714e-06 7.05312e-06 6.31345e-06 3.18396e-06 2.92373e-06 2.58429e-06 4.77636e-06 7.4773e-06 7.49982e-06 5.21304e-06 4.42654e-06 3.33849e-06
threshold=-0.23647499999999996 0.15438500000000002 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.10152499999999999 0.14970500000000003 0.091025000000000009 0.31358000000000003 -0.011194999999999998 -0.012019999999999998 -0.0097449999999999985 -0.056919999999999991 0.11249000000000002 -0.079444999999999988 -0.47006499999999996 -0.071044999999999983 0.51388000000000011 -0.31455999999999995 -0.47382999999999992 -0.46747499999999992 0.085355000000000014 0.14257500000000004 0.084355000000000013 0.12879500000000002 0.12820000000000001 0.097985000000000017 1.0000000180025095e-35 0.12026500000000001 0.094580000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -5 7 8 9 -7 -11 12 13 -12 -13 16 -16 18 20 -20 -17 22 23 24 25 26 27 28 29 -21
right_child=1 -3 3 5 -6 6 -8 -9 -10 10 11 14 -14 -15 15 17 -18 -19 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.2165177740353104e-05 -3.245862836938803e-06 4.7316056225099601e-05 9.3614201787637464e-05 -2.7463435877695609e-05 -6.0110948106739675e-05 3.3781409372470358e-05 3.0338973114599609e-05 -2.8926960900813966e-05 -3.8197538324311608e-05 -5.5120087294515387e-05 -0.00010802947192814829 -3.4809647828436794e-05 0.00010956222937355989 1.9386498671438961e-05 7.1955927414819594e-05 -6.5979721512121619e-06 -1.2649179188883863e-06 -4.9168054865731391e-05 -5.8015171712863125e-05 2.295473009485156e-06 7.0944336888108722e-05 -3.8584622546165648e-05 2.9214816282287107e-05 3.2085193539387548e-05 -4.0569835305334359e-05 4.4261624306703822e-05 -5.0994683711623707e-05 4.7549538019508043e-05 -4.4937580010313968e-05 -6.8070272791038121e-06
leaf_weight=20 192 24 21 29 28 26 21 24 20 23 20 26 31 27 20 21 35 20 21 1701 21 21 35 25 29 38 29 23 22 528
leaf_count=20 192 24 21 29 28 26 21 24 20 23 20 26 31 27 20 21 35 20 21 1701 21 21 35 25 29 38 29 23 22 528
internal_value=0 2.07454e-07 -1.59984e-07 6.34947e-07 -1.04832e-05 -5.35458e-08 2.29634e-07 2.67957e-09 2.5406e-07 5.34523e-07 2.16254e-07 6.88863e-07 2.25548e-05 -3.48331e-05 3.66475e-08 3.86591e-07 2.53608e-05 -1.5547e-07 2.34447e-07 -3.08202e-07 3.21732e-05 1.86228e-07 5.21284e-07 1.01963e-07 -2.35412e-07 2.64245e-07 -4.61721e-07 1.82718e-07 -3.01261e-07 1.39295e-07
internal_weight=0 3101 3077 2857 220 2836 2807 2786 2762 2742 2716 2693 78 47 2615 2589 55 2534 2514 2472 42 2451 2430 2395 2370 2341 2303 2274 2251 2229
internal_count=3121 3101 3077 2857 220 2836 2807 2786 2762 2742 2716 2693 78 47 2615 2589 55 2534 2514 2472 42 2451 2430 2395 2370 2341 2303 2274 2251 2229
is_linear=0
shrinkage=0.1


Tree=4083
num_leaves=31
num_cat=0
split_feature=33 132 1186 1204 130 1185 1203 34 30 131 131 160 128 1212 13 1456 131 43 131 131 52 13 47 47 9 47 131 160 159 160
split_gain=2.21191e-06 2.15533e-06 5.66789e-05 2.67097e-05 6.16506e-05 1.13496e-05 7.12995e-06 2.1373e-06 4.40494e-06 2.30509e-06 1.60165e-05 5.40608e-06 4.72428e-06 1.15299e-05 7.57829e-06 4.49815e-06 6.63453e-06 5.86584e-06 9.60532e-06 1.03007e-05 6.14803e-06 5.06957e-06 3.1887e-06 3.27623e-05 1.21405e-05 6.45835e-06 7.51646e-06 4.35222e-06 1.68517e-05 1.41239e-05
threshold=-0.044254999999999996 -0.083284999999999984 0.0044650000000000011 -0.082199999999999981 0.006490000000000001 -0.083264999999999992 0.087075000000000014 -0.097449999999999981 0.09538000000000002 0.090690000000000007 0.090175000000000019 -0.4136149999999999 0.088865000000000013 0.08740500000000001 -0.00051499999999999994 -0.065759999999999985 0.11793000000000002 -0.067199999999999996 0.10340500000000001 0.096490000000000006 -0.046924999999999988 -0.063184999999999977 0.092165000000000011 0.096475000000000019 -0.013509999999999999 0.087235000000000021 0.089005000000000015 -0.55248999999999981 -0.025879999999999997 -0.54512499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -3 -5 -2 -7 9 10 22 -11 13 14 15 -13 17 18 19 20 -17 -20 24 -24 -9 26 27 28 -26 -29
right_child=1 3 -4 5 -6 7 -8 8 -10 11 -12 12 -14 -15 -16 16 -18 -19 21 -21 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=3.1596264207936745e-05 -4.084811838194667e-07 2.0859030068517576e-05 0.00016157288138691169 7.5366961864347119e-05 -0.00020901786898321008 2.7258703841783117e-05 -5.7561902824090796e-05 5.679976721981611e-05 -4.4089908956464022e-05 5.4671984205766506e-05 -8.610453615434919e-05 4.2125033451156925e-05 4.6689269781078722e-05 -5.9100449464588974e-05 5.9792454892885878e-05 2.3092761033088512e-05 -5.0687471985628902e-05 3.8630671771154479e-05 -1.1203238937014249e-05 7.534776730608428e-05 -4.2682563726312194e-05 -8.2404124777895054e-05 -0.00012482393029368606 1.0748045632030257e-06 -9.9095078367099647e-05 -4.8819013560811682e-05 6.1413665025611405e-05 7.8408679647786223e-05 2.5192622350308131e-05 -3.9214209215135932e-07
leaf_weight=22 172 28 22 20 20 28 25 38 23 23 22 24 24 29 25 30 26 37 20 20 27 20 23 204 20 27 20 23 24 2055
leaf_count=22 172 28 22 20 20 28 25 38 23 23 22 24 24 29 25 30 26 37 20 20 27 20 23 204 20 27 20 23 24 2055
internal_value=0 -2.24312e-07 9.33926e-06 -9.51542e-07 -7.4923e-05 3.02212e-07 -7.66145e-06 -2.31677e-07 -5.0816e-07 -1.45111e-07 -1.16334e-06 8.05416e-06 4.252e-06 3.04347e-07 7.82722e-06 1.45894e-06 -3.96321e-06 3.9253e-06 -7.0499e-06 1.36014e-05 -8.06397e-06 -4.68037e-05 -3.95592e-07 -1.16815e-05 7.65211e-07 -2.16492e-07 3.96145e-07 -1.7895e-07 -3.13018e-05 4.80052e-07
internal_weight=0 3099 219 2880 48 2832 197 2812 2784 2761 2456 305 282 258 229 204 180 154 117 77 57 40 2434 227 2207 2169 2142 2122 44 2078
internal_count=3121 3099 219 2880 48 2832 197 2812 2784 2761 2456 305 282 258 229 204 180 154 117 77 57 40 2434 227 2207 2169 2142 2122 44 2078
is_linear=0
shrinkage=0.1


Tree=4084
num_leaves=31
num_cat=0
split_feature=1213 1211 1211 132 15 132 120 12 39 33 9 9 401 133 16 16 402 52 402 1210 4 1210 402 402 1210 13 1209 402 3 3
split_gain=2.11274e-06 2.19422e-06 3.65612e-06 2.96402e-06 1.29065e-05 8.53761e-06 2.1196e-06 3.45121e-06 2.99635e-06 6.99838e-06 2.84768e-06 5.21813e-06 2.06198e-06 7.71621e-06 1.70417e-05 6.86147e-06 4.38716e-06 4.3594e-06 2.44404e-06 4.76028e-06 1.97785e-05 6.05157e-06 5.84645e-06 2.40173e-05 1.11005e-05 7.7421e-06 4.88147e-06 5.17653e-06 4.0608e-06 9.83695e-06
threshold=0.51370000000000016 0.12162000000000002 0.11048500000000001 -0.083284999999999984 0.091475000000000015 -0.050879999999999988 0.093680000000000013 0.22926500000000002 -1.0000000180025095e-35 -0.012019999999999998 0.09055500000000001 0.10750500000000002 -0.13200999999999999 0.51114000000000004 -0.079504999999999978 -0.067914999999999989 -0.17973499999999998 0.061605000000000007 -0.10234999999999998 -0.13847499999999999 -0.081114999999999979 -0.090009999999999993 -0.064959999999999976 -0.088494999999999976 -0.064799999999999983 -0.0051199999999999987 -0.083969999999999989 -1.0000000180025095e-35 -0.094299999999999981 -0.096099999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 8 -7 -10 12 -12 15 16 -15 -11 17 -14 -18 20 -20 -21 23 25 -24 -23 -26 -28 29 -29
right_child=-2 -3 -4 5 -6 6 -8 -9 9 10 11 -13 13 14 -16 -17 18 -19 19 21 -22 22 24 -25 26 -27 27 28 -30 -31
leaf_value=-2.1398071178002752e-06 3.239750774810091e-05 -2.6259260255301343e-05 3.2672728743551386e-05 5.8739003987284381e-05 -7.4938541008253069e-05 2.992654210629553e-05 -3.0192286154171757e-05 3.9740420453943609e-05 -5.2021281366111144e-05 -1.4905371206926553e-05 5.7127841220487119e-05 -9.5278128434944417e-06 -1.6116384705085131e-07 2.2337737045745599e-05 -0.0001066427571328989 6.4402151742797294e-05 -2.6773065474117175e-05 6.4273371771421468e-05 0.00010157273010752927 -5.4245480125592583e-05 -2.4166725315494818e-05 -5.6665877508004831e-05 -6.489976908091598e-05 0.00011139526347861925 4.4457067148565941e-05 2.930030583229382e-05 -4.2858993207307226e-05 4.4888413017901317e-06 -2.3926261989525734e-06 6.6833061437473939e-05
leaf_weight=187 20 32 34 25 28 33 23 22 26 24 24 23 21 20 21 20 35 21 22 21 29 22 27 23 24 20 29 404 1834 27
leaf_count=187 20 32 34 25 28 33 23 22 26 24 24 23 21 20 21 20 35 21 22 21 29 22 27 23 24 20 29 404 1834 27
internal_value=0 -2.0895e-07 6.2673e-08 -3.02646e-07 -1.16206e-05 5.60246e-07 3.98636e-08 2.90708e-07 -2.48902e-08 -3.88673e-07 1.10193e-07 2.45091e-05 -3.23525e-07 -6.86813e-07 -4.37254e-05 2.11435e-05 2.74718e-09 3.20561e-05 -5.32112e-07 -1.62075e-07 3.00738e-05 -7.96394e-07 -3.30655e-07 2.9253e-05 -1.15067e-06 -1.57296e-05 -4.08125e-07 -8.77508e-07 -3.39996e-07 8.3944e-06
internal_weight=0 3101 3069 3035 215 2820 2795 2772 2750 2717 2691 47 2644 2600 41 44 2559 42 2517 2482 51 2431 2410 65 2345 42 2318 2294 2265 431
internal_count=3121 3101 3069 3035 215 2820 2795 2772 2750 2717 2691 47 2644 2600 41 44 2559 42 2517 2482 51 2431 2410 65 2345 42 2318 2294 2265 431
is_linear=0
shrinkage=0.1


Tree=4085
num_leaves=31
num_cat=0
split_feature=33 12 4 10 4 2 15 45 142 31 43 2 16 132 15 1185 1186 2 160 13 1427 2 1420 155 12 12 12 0 402 480
split_gain=2.4373e-06 2.25875e-06 4.78896e-06 2.87786e-06 1.14131e-05 2.55213e-05 1.74695e-05 2.98398e-06 3.61731e-06 3.06004e-06 6.08986e-06 5.69686e-06 3.14337e-05 2.15221e-06 5.52013e-05 2.97266e-05 1.2193e-05 2.28284e-06 5.96945e-06 8.77377e-06 2.90984e-06 5.44105e-06 4.02368e-06 5.59578e-06 2.46989e-06 1.79009e-05 1.59658e-05 2.46012e-05 8.76755e-06 1.51643e-05
threshold=-0.044254999999999996 0.23631000000000002 0.63113500000000011 -0.011239999999999998 0.053180000000000012 -0.013254999999999998 -0.18895499999999996 0.094030000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.083879999999999996 -1.0000000180025095e-35 -0.056919999999999991 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.0044650000000000011 0.14285500000000004 -0.061284999999999992 -0.050064999999999991 0.094435000000000005 0.13913500000000004 0.056520000000000008 0.14547000000000002 0.085355000000000014 0.085250000000000006 0.085635000000000003 -0.086234999999999992 0.11174500000000002 0.086930000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 8 -5 10 -10 12 -11 14 16 -15 -13 20 -19 -20 21 22 23 24 25 28 27 -26 29 -17
right_child=1 -3 -4 7 6 -7 -8 -9 9 11 -12 13 -14 15 -16 17 -18 18 19 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=3.3167052209715951e-05 -0.0001341745568164957 -3.1456850319955268e-05 4.1927928557722934e-05 4.095070049846651e-05 -3.4741317833322688e-05 3.8495043259604859e-06 9.0648211166808327e-05 -2.841270891672644e-05 7.2779305410222159e-06 0.00010410985407737638 -6.6754993267750253e-05 -4.7784085601018756e-07 -4.7313632197843764e-05 -0.00011651287806506101 0.00014619555997621948 -3.7816090761098858e-06 -8.3127783291274689e-05 -2.4097290108329618e-05 7.3063031696023994e-05 -5.4158187286442889e-06 3.5889758477093315e-05 -5.1324452466533762e-05 -4.4871763457194909e-05 5.0370229539773643e-05 -1.5203643782851508e-05 -9.5733187815821597e-05 3.9483915408408343e-07 0.0001361145703909146 -6.4590844274128111e-05 5.7198196248273868e-05
leaf_weight=22 21 23 27 22 25 37 20 36 25 29 20 166 26 22 26 790 20 25 29 28 22 21 20 22 21 21 1468 22 22 43
leaf_count=22 21 23 27 22 25 37 20 36 25 29 20 166 26 22 26 790 20 25 29 28 22 21 20 22 21 21 1468 22 22 43
internal_value=0 -2.35446e-07 -1.996e-09 -3.73301e-07 -1.68039e-05 -4.61247e-05 2.09874e-05 2.01157e-07 5.55143e-07 2.47421e-07 -2.56256e-05 6.56948e-07 3.25278e-05 2.82178e-08 9.71324e-06 -7.68842e-07 -9.36493e-06 2.2817e-07 1.66433e-05 3.4512e-05 -3.16345e-07 -6.41461e-07 -2.0328e-07 1.67567e-07 -2.9513e-07 -4.5198e-06 2.15412e-06 6.2215e-05 -2.27947e-06 -6.33792e-07
internal_weight=0 3099 3076 3049 103 58 45 2946 2910 2888 45 2843 55 2788 212 2576 186 2554 82 57 2472 2450 2429 2409 2387 876 1511 43 855 833
internal_count=3121 3099 3076 3049 103 58 45 2946 2910 2888 45 2843 55 2788 212 2576 186 2554 82 57 2472 2450 2429 2409 2387 876 1511 43 855 833
is_linear=0
shrinkage=0.1


Tree=4086
num_leaves=31
num_cat=0
split_feature=1211 1211 1211 132 1203 1211 50 393 402 1210 4 12 13 52 399 1212 1212 1212 1213 12 403 13 1212 481 403 4 480 43 403 394
split_gain=2.1693e-06 5.26201e-06 4.59782e-06 2.81294e-06 6.40904e-05 5.30887e-05 1.06034e-05 3.37976e-06 2.43627e-06 5.36353e-06 4.76575e-06 2.21027e-06 2.57924e-06 4.14154e-06 2.01668e-06 2.385e-06 1.51995e-05 8.50649e-06 8.20537e-06 9.40414e-06 1.9507e-05 1.66419e-05 5.41748e-06 2.77432e-06 1.67768e-05 1.51147e-05 7.57259e-06 5.90807e-06 4.28876e-06 2.37521e-06
threshold=0.11716500000000001 0.12711000000000003 0.11088500000000003 -0.083284999999999984 0.089480000000000018 0.10167000000000002 0.10022000000000002 0.10159000000000001 -0.45454999999999995 0.26755500000000004 -0.080584999999999976 0.11527000000000001 0.054800000000000008 0.092320000000000013 -0.065739999999999979 0.087615000000000012 0.089125000000000024 0.085870000000000016 -0.082994999999999985 0.089300000000000004 -0.088034999999999988 -0.011914999999999999 0.094360000000000013 -0.087424999999999989 -0.5492149999999999 -0.050494999999999991 -0.039079999999999997 -0.077604999999999993 -0.5341999999999999 -0.10421499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 7 11 8 10 14 -5 12 13 -1 -10 17 -17 23 22 20 -20 -21 -18 25 -25 -16 -27 -28 -26 -30
right_child=1 -3 -4 5 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 15 16 18 -19 19 21 -22 -23 -24 24 28 26 27 -29 29 -31
leaf_value=-4.9353099414226817e-06 5.3404932888952318e-05 -9.7147158701968044e-06 -4.3944373586176275e-05 -1.1459224951977376e-05 0.00018151952979678754 -0.00015557972960364582 -7.5401526710265902e-05 3.0393653926423853e-05 2.3839982781542599e-05 -5.0741753251973681e-05 5.5987977347368466e-05 3.1882500133222147e-05 -3.2825535830246132e-05 4.3527700946859636e-05 -7.8797905657016352e-05 -8.0572891049626011e-05 7.6413483875512617e-05 4.939276536008817e-05 9.7780709308738422e-06 8.6672487186660886e-05 -0.00011772027251676523 -3.4660500918667267e-05 2.8099791234126316e-06 6.8169277639956114e-05 -3.8836747989989817e-05 5.8399934607136645e-05 1.8674637836878764e-05 -5.1737141951558773e-05 -2.8094713664662176e-05 2.2744032206064185e-07
leaf_weight=110 25 28 24 20 20 22 20 37 35 21 22 21 24 21 28 27 20 35 28 20 21 26 20 36 29 21 26 22 30 2282
leaf_count=110 25 28 24 20 20 22 20 37 35 21 22 21 24 21 28 27 20 35 28 20 21 26 20 36 29 21 26 22 30 2282
internal_value=0 2.00587e-05 -3.46523e-07 -2.78138e-09 1.09967e-05 -8.42908e-07 -6.40364e-06 3.70282e-07 -3.08974e-08 -3.99012e-07 2.38703e-05 1.43703e-06 -2.68784e-06 2.83357e-06 -8.32564e-09 -3.20827e-07 -1.20806e-05 4.38475e-07 1.61782e-06 -1.43796e-05 -4.48641e-05 1.8093e-05 3.96117e-05 -2.54088e-07 4.22384e-07 -1.68311e-05 8.31481e-06 -1.35974e-05 -6.19431e-07 -1.40062e-07
internal_weight=0 53 3068 3044 216 2828 196 2806 2769 2727 42 176 155 131 2706 2671 162 2509 135 95 49 46 40 2474 2377 97 69 48 2341 2312
internal_count=3121 53 3068 3044 216 2828 196 2806 2769 2727 42 176 155 131 2706 2671 162 2509 135 95 49 46 40 2474 2377 97 69 48 2341 2312
is_linear=0
shrinkage=0.1


Tree=4087
num_leaves=31
num_cat=0
split_feature=132 1185 1203 448 0 16 1374 402 1373 16 1375 150 1372 1213 403 12 403 12 2 402 1208 1208 1210 16 1 475 160 51 1429 0
split_gain=2.31658e-06 1.57814e-05 9.642e-06 2.00557e-06 5.74578e-06 2.13213e-06 1.69271e-05 7.76477e-06 7.89569e-06 9.2903e-06 6.75376e-06 9.41279e-06 6.9608e-06 5.65335e-06 2.85425e-05 2.7079e-05 1.26859e-05 2.17854e-05 2.22712e-05 1.35626e-05 6.89168e-06 1.77948e-05 1.04002e-05 5.79072e-06 1.45218e-05 1.2776e-05 7.02643e-06 6.65384e-06 7.0348e-06 5.61875e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.068920000000000023 -0.26609999999999995 -0.0094449999999999968 0.087110000000000007 0.10874500000000002 1.0000000180025095e-35 -0.0083599999999999976 -0.15308499999999997 0.11235000000000002 -0.065504999999999994 0.04198000000000001 -0.54856499999999986 0.08401500000000002 -0.028309999999999998 0.086655000000000024 0.086000000000000007 -0.019914999999999995 0.099975000000000008 0.11531000000000001 -0.14310999999999999 -0.016164999999999995 0.091785000000000019 -1.0000000180025095e-35 -0.081399999999999986 -0.10316499999999999 -0.054654999999999988 -0.14649999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 10 7 8 9 -7 11 -6 -12 14 -14 -15 17 -17 -19 -20 22 -22 -16 27 25 -25 -27 -24 -29 -11
right_child=1 3 -4 -5 5 6 -8 -9 -10 29 12 -13 13 15 20 16 -18 18 19 -21 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-1.9277410253202219e-06 8.7128201873080491e-05 5.1252419639653955e-05 -6.4701805656243653e-05 -3.1432908654096539e-05 8.4841612766942259e-05 -5.8578609276728164e-05 -9.0406090682584124e-05 4.386481749760505e-05 5.7262932392361461e-05 -3.5921139893542541e-05 -4.9284960362085806e-05 -8.9608952657727068e-06 -8.562374816009604e-05 0.00012007309376752781 -7.0645057858200746e-05 -0.00010649528604907183 4.8568317817460581e-05 8.0199008490516079e-05 2.9918049305073828e-05 -7.0115088689790079e-05 0.000104441399159069 -2.4253199409854243e-05 -5.3127209083987003e-05 0.00011637291979241128 -3.5399947397497175e-05 -1.205784765180137e-05 5.943912435921246e-05 5.9982470993418254e-05 2.1646162290722952e-07 -1.1468336992821426e-06
leaf_weight=194 21 22 28 20 23 31 22 36 21 49 27 20 38 23 20 21 44 28 23 33 22 21 23 20 29 28 27 20 1289 898
leaf_count=194 21 22 28 20 23 31 22 36 21 49 27 20 38 23 20 21 44 28 23 33 22 21 23 20 29 28 27 20 1289 898
internal_value=0 7.53925e-07 -9.84519e-06 1.23675e-07 3.44505e-07 -5.04084e-08 -3.60758e-06 -1.76258e-06 -3.40681e-06 -4.70954e-06 2.0631e-06 4.12125e-05 1.09338e-06 1.88929e-06 -3.4724e-08 1.90824e-05 3.49325e-06 -1.53953e-05 7.37964e-06 -2.903e-05 2.13498e-06 4.15905e-05 9.69738e-07 1.96716e-06 2.46932e-05 4.79293e-05 2.30407e-05 1.9275e-07 1.12962e-06 -2.94614e-06
internal_weight=0 2899 222 2878 2858 2836 1057 1035 999 978 1779 43 1736 1709 1537 172 149 105 84 56 1499 43 1456 1436 104 75 55 1332 1309 947
internal_count=3121 2899 222 2878 2858 2836 1057 1035 999 978 1779 43 1736 1709 1537 172 149 105 84 56 1499 43 1456 1436 104 75 55 1332 1309 947
is_linear=0
shrinkage=0.1


Tree=4088
num_leaves=31
num_cat=0
split_feature=33 9 3 34 9 1 121 124 41 45 401 42 42 42 2 3 42 2 4 4 15 2 42 1208 0 13 402 1 133 402
split_gain=2.09514e-06 2.91208e-06 1.001e-05 3.33054e-06 4.75827e-06 5.09533e-06 7.35854e-06 3.04886e-06 3.00823e-06 2.65598e-06 2.5345e-06 2.41748e-06 1.44077e-05 9.26705e-06 1.16741e-05 9.77148e-06 8.24717e-06 8.83711e-06 1.89855e-05 1.39328e-05 1.04665e-05 1.75166e-05 1.01575e-05 1.33915e-05 1.34168e-05 9.56547e-06 7.07526e-06 6.99655e-06 6.75233e-06 5.5178e-06
threshold=-0.044254999999999996 0.091600000000000015 -0.13309499999999996 -0.097449999999999981 -0.090799999999999978 0.16540500000000002 -0.094339999999999993 0.098110000000000017 0.11457000000000002 0.094030000000000016 0.13837000000000002 0.097640000000000018 0.096450000000000022 0.094725000000000018 0.097070000000000004 -0.075944999999999985 0.099760000000000015 0.093680000000000013 -0.072334999999999997 -0.082594999999999988 0.101845 0.10327000000000001 0.10571500000000002 0.106285 -0.071339999999999987 -0.068269999999999983 0.13775000000000001 0.094220000000000012 0.10397500000000001 0.11522000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 9 10 11 12 13 26 15 -15 27 19 -19 -18 21 -20 -21 24 25 -24 29 -13 -23 -8
right_child=1 2 -4 4 5 -7 7 -9 -10 -11 -12 16 -14 14 -16 -17 17 18 20 22 -22 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.0751003015955742e-05 4.0867171519494151e-05 2.9226046007641511e-05 -5.7856333621726446e-05 -4.0387153597388035e-05 -5.9008984611691206e-05 5.0620642959984251e-05 -3.883356107955108e-07 3.0168712799101793e-05 -3.597297844585821e-05 -2.7872175445681383e-05 -3.4813355887308718e-05 1.3379627052927389e-05 -6.2989549931242244e-05 1.8782559033882405e-05 -1.5427370615523415e-05 0.00011313063502672342 6.0517996956020536e-05 8.1875825511618845e-05 -8.5837653386988677e-05 -9.2827067928737963e-05 5.2695282246186881e-05 -1.1125518733973403e-05 2.7156181969682319e-05 -7.7476446592929563e-05 6.9603298217533964e-05 -5.5815116133034646e-05 -4.9417547516299989e-05 9.2732584053010212e-05 5.6232776379064573e-05 3.5359541022278957e-05
leaf_weight=22 20 22 33 29 21 20 2312 34 23 33 20 25 36 21 27 23 21 37 26 20 29 46 24 26 23 33 29 20 22 44
leaf_count=22 20 22 33 29 21 20 2312 34 23 33 20 25 36 21 27 23 21 37 26 20 29 46 24 26 23 33 29 20 22 44
internal_value=0 -2.18306e-07 -2.30234e-05 1.93744e-07 -7.526e-08 3.15072e-07 -2.31165e-08 3.96214e-07 4.95482e-08 3.3554e-07 6.60559e-07 9.10024e-07 -1.85733e-07 7.34845e-07 3.63366e-05 6.81009e-05 8.66748e-06 2.8072e-06 1.90696e-05 -1.48934e-05 1.76678e-07 -1.60259e-05 -2.74619e-05 -1.51289e-05 5.13407e-06 -2.08798e-05 -3.24998e-07 4.86476e-05 1.06669e-05 2.79282e-07
internal_weight=0 3099 55 3044 3024 2995 2975 2954 2920 2897 2864 2844 2492 2456 71 44 352 307 160 147 123 94 126 106 80 57 2385 45 68 2356
internal_count=3121 3099 55 3044 3024 2995 2975 2954 2920 2897 2864 2844 2492 2456 71 44 352 307 160 147 123 94 126 106 80 57 2385 45 68 2356
is_linear=0
shrinkage=0.1


Tree=4089
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 3 1209 1212 1212 1212 1212 4 1213 403 13 4 13 52 129 1184 403 16 1211 1186 132 50 1211 1186 401 132 402 402
split_gain=2.02288e-06 6.16928e-06 4.65562e-06 1.94841e-05 1.94803e-06 1.97712e-06 1.54958e-05 1.112e-05 4.32175e-06 1.03358e-05 3.40525e-06 4.23667e-06 1.33714e-05 1.45985e-05 1.39253e-05 7.80877e-06 5.47363e-06 6.40191e-06 4.91312e-06 1.03802e-05 6.72163e-06 9.16858e-06 8.22757e-06 9.47301e-05 7.80088e-05 6.90962e-06 7.39025e-06 6.31583e-06 5.53052e-06 2.04663e-05
threshold=0.11846000000000001 0.10480500000000002 -0.087714999999999987 -0.082334999999999978 -0.074484999999999982 -0.089544999999999986 -0.073259999999999978 -0.121045 -1.0000000180025095e-35 -0.077834999999999988 -0.24064499999999997 0.085855000000000015 -0.0065549999999999992 -0.077999999999999986 0.056795000000000005 0.047850000000000011 -0.077709999999999987 0.089075000000000015 0.022375000000000003 -0.081299999999999983 0.11716500000000001 0.057025000000000006 -0.083284999999999984 0.10022000000000002 0.11013500000000002 -0.086839999999999987 -0.06959499999999999 -0.088184999999999986 -0.45454999999999995 -0.40883999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 -6 9 -8 -10 16 13 -13 -14 -15 -12 18 20 -20 21 22 23 27 25 -24 -27 -18 -28 -30
right_child=-2 -3 4 -5 5 6 8 -9 10 -11 11 12 14 15 -16 -17 17 -19 19 -21 -22 -23 24 -25 -26 26 28 -29 29 -31
leaf_value=0.00010334199126927636 2.7776760764306978e-05 -4.6139840039892275e-05 -2.2495094612960926e-05 -2.5088809046859818e-05 -4.4838687830341002e-06 -8.8228119966515816e-05 7.9465052799192074e-05 6.897815247713071e-05 -3.3339258287366735e-05 -1.8615994910457327e-05 -4.5736135101564021e-05 0.00010558506378489397 -8.1739465684387886e-05 -2.8173333339509556e-05 1.499170349510994e-05 4.7804375214083496e-05 3.0977290695265257e-06 5.3237577197829854e-05 -8.8023006610455924e-05 -1.4387910222366273e-06 5.2434513690968743e-05 -5.392346110966173e-05 4.3022418581254113e-05 0.0002254190400344669 -0.00019820061817881651 5.9967535962641703e-05 4.4755907443826659e-05 -5.0829909741878514e-05 -0.00010233405526378193 -7.1002500086284105e-07
leaf_weight=21 26 29 39 27 87 20 22 27 31 21 27 26 22 24 46 31 111 22 20 45 24 32 37 20 20 20 26 27 20 2171
leaf_count=21 26 29 39 27 87 20 22 27 31 21 27 26 22 24 46 31 111 22 20 45 24 32 37 20 20 20 26 27 20 2171
internal_value=0 -2.33342e-07 2.00868e-07 3.10997e-05 -2.90564e-07 1.29881e-10 -5.13761e-07 1.2915e-05 1.0286e-07 3.1565e-05 -3.79964e-07 -1.12387e-08 1.63915e-05 4.38393e-05 -1.63037e-05 1.46505e-05 -9.43356e-07 -4.77304e-07 -9.36584e-07 -2.80801e-05 -2.33104e-07 -7.4197e-07 -4.79212e-08 2.20242e-05 -1.56814e-06 1.61253e-07 -5.47671e-07 -7.45333e-06 -1.09359e-06 -1.63767e-06
internal_weight=0 3095 3066 48 3018 2979 2865 114 2845 43 2802 2771 149 81 68 55 2622 2595 2573 65 2508 2484 2452 158 2294 2274 2237 138 2217 2191
internal_count=3121 3095 3066 48 3018 2979 2865 114 2845 43 2802 2771 149 81 68 55 2622 2595 2573 65 2508 2484 2452 158 2294 2274 2237 138 2217 2191
is_linear=0
shrinkage=0.1


Tree=4090
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 130 121 33 9 16 41 12 16 4 129 376 13 13 13 403 1212 43 13 52 159 159 50 2 13 2 2
split_gain=2.30543e-06 1.22643e-05 1.16775e-05 2.45045e-06 2.08693e-06 3.70621e-06 2.18181e-06 2.4197e-06 1.10292e-05 2.82753e-06 8.8166e-06 2.33831e-06 1.15449e-05 7.92158e-06 5.76185e-06 5.35552e-06 1.04539e-05 8.80425e-06 2.26477e-05 1.566e-05 1.14714e-05 8.04175e-06 1.82088e-05 2.09939e-05 6.12709e-06 6.60954e-06 1.25309e-05 1.49009e-05 7.95704e-06 7.51226e-06
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 0.093975000000000017 -0.22699999999999995 -0.088279999999999983 -0.044254999999999996 0.088235000000000022 -0.056919999999999991 0.086565000000000017 0.086915000000000006 -0.15241499999999997 -0.064804999999999988 -0.082304999999999975 -1.0000000180025095e-35 -0.088069999999999996 -0.087404999999999997 -0.089109999999999981 -0.0059799999999999992 -0.088009999999999991 -0.0017249999999999998 -0.086589999999999986 -0.016949999999999996 -0.086294999999999997 0.097885000000000014 0.091320000000000012 0.092635000000000009 -0.15416999999999995 0.09358000000000001 0.11389000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -6 -7 9 -9 11 -11 12 -8 -13 -15 17 -17 19 -19 20 -16 22 -18 -24 25 26 -21 29 -27 -28
right_child=2 -3 -4 -5 5 6 7 8 -10 10 -12 13 -14 14 15 16 21 18 -20 24 -22 -23 23 -25 -26 28 27 -29 -30 -31
leaf_value=1.5177840796241071e-06 -2.9814770823577422e-05 -8.4561920084524905e-05 7.3320577555271237e-05 -3.4633374317698852e-05 4.0409009945664286e-05 3.2217714553033673e-05 -7.6026291034118605e-05 -5.1135084745860344e-05 4.020257969386876e-05 5.7041061436255848e-05 -1.7227100250883884e-05 6.2170337401940259e-05 -3.0597302331700414e-06 -4.3065485248613794e-05 1.3913247069770781e-06 -5.230830443346909e-05 -4.14898768039642e-05 -1.533177659590971e-05 0.00012353269021258236 9.4563889289551451e-06 -8.8455404235261359e-05 -1.2421408110675423e-06 -2.8186059716972523e-06 0.00013726966143543036 -2.1320936310884364e-05 2.9288304034233317e-05 -4.1711127851158384e-06 0.00013496895608980033 -5.5850709897987104e-05 7.3351815459318461e-05
leaf_weight=175 23 20 22 21 23 21 23 39 20 33 31 21 379 30 30 39 21 24 23 101 27 1781 20 23 36 23 25 21 21 25
leaf_count=175 23 20 22 21 23 21 23 39 20 33 31 21 379 30 30 39 21 24 23 101 27 1781 20 23 36 23 25 21 21 25
internal_value=0 -9.96725e-06 7.41113e-07 -2.35555e-06 1.87263e-07 4.28538e-07 1.04411e-07 -1.35071e-07 -2.01732e-05 2.93746e-07 2.10674e-05 -1.99947e-07 -7.23443e-06 1.03439e-06 4.68814e-07 1.05186e-06 -1.07364e-06 1.23003e-05 5.26232e-05 6.16705e-06 -4.11677e-05 9.37122e-09 3.48366e-05 7.21123e-05 1.68737e-05 2.32395e-05 3.2087e-05 6.42798e-05 -1.13462e-05 3.45904e-05
internal_weight=0 216 2905 196 2883 2860 2837 2816 59 2757 64 2693 402 2291 2270 2240 1884 356 47 309 57 1845 64 43 252 216 172 71 44 50
internal_count=3121 216 2905 196 2883 2860 2837 2816 59 2757 64 2693 402 2291 2270 2240 1884 356 47 309 57 1845 64 43 252 216 172 71 44 50
is_linear=0
shrinkage=0.1


Tree=4091
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 42 42 2 2 2 12 1208 1208 1209 3 1209 403 0 1210 3 2 4 52 1210 130 40 4 51 51 2 16
split_gain=1.92126e-06 1.16009e-05 7.02697e-06 4.45644e-06 2.03003e-06 4.14192e-06 3.0967e-06 5.90405e-06 3.56136e-06 2.39773e-06 1.97143e-06 4.93251e-06 3.67192e-06 1.55367e-05 2.23129e-06 2.56712e-06 1.06698e-05 3.56998e-06 2.12136e-05 3.45558e-05 1.89936e-05 6.20392e-06 4.19945e-06 2.24272e-06 4.61517e-06 2.78233e-06 2.44402e-06 4.95616e-06 2.36986e-05 2.0495e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.021469999999999996 -0.010544999999999997 0.10136500000000002 0.089125000000000024 0.085485000000000019 0.087385000000000004 0.11846000000000001 0.10480500000000002 -0.087714999999999987 -0.082334999999999978 0.10691500000000002 -0.5341999999999999 -0.086409999999999987 -0.064344999999999999 -0.082334999999999978 0.088555000000000009 -0.082594999999999988 0.084505000000000011 -0.047399999999999991 -0.23123999999999997 -0.24290999999999999 0.63113500000000011 0.094075000000000006 0.078435000000000019 0.086375000000000021 -0.092804999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 8 -1 -7 11 12 13 -3 15 16 -14 18 20 -20 21 -17 -19 -24 -25 26 27 -26 -29 -30
right_child=1 10 -4 -5 5 9 -8 -9 -10 -11 -12 -13 14 -15 -16 17 -18 22 19 -21 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=5.4455925187034568e-06 7.474199716982964e-05 9.2260305765583847e-05 -5.8908440470986541e-05 -4.616994968576667e-05 5.1633268975075968e-05 1.8200143852576229e-05 -3.7043111420643983e-05 4.7341936574825513e-05 -4.6372887698539888e-05 -2.616857435289906e-05 2.8687069531467086e-05 -4.11252629101784e-05 -7.3598545383323324e-05 -2.2425070831862592e-05 3.2326290688832246e-05 -1.5087482424860354e-05 2.4888915835287083e-05 -4.2370666002019182e-05 0.00016382409757213843 -1.9841488901874983e-05 -8.8232436367737454e-05 6.3677474490759773e-05 3.2200049740606033e-05 -4.8462753684361812e-05 -5.8345641105547882e-07 3.2959373143967243e-05 7.936637368613032e-06 4.619868325587757e-05 -0.00011368460295528849 -1.1589863032556834e-05
leaf_weight=36 21 21 25 21 22 29 25 22 21 21 24 29 22 27 21 20 22 24 21 20 24 20 21 20 2100 25 298 36 32 51
leaf_count=36 21 21 25 21 22 29 25 22 21 21 24 29 22 27 21 20 22 24 21 20 24 20 21 20 2100 25 298 36 32 51
internal_value=0 6.86589e-07 -8.96589e-06 -2.62801e-06 2.56734e-06 1.54749e-05 -6.3687e-06 3.3384e-06 -1.36454e-05 -4.34718e-07 1.46227e-07 -9.37804e-08 3.27428e-07 2.77498e-05 -1.46563e-07 -3.93998e-07 -2.43548e-05 -5.25305e-09 1.80733e-05 7.42311e-05 -1.79028e-05 2.4295e-05 -7.33389e-07 -3.46515e-07 -6.1329e-07 -2.36819e-07 -5.66539e-07 -1.70847e-06 -2.15617e-05 -5.09517e-05
internal_weight=0 2899 222 197 176 72 104 79 57 50 2878 2854 2825 48 2777 2756 44 2712 105 41 64 40 2607 2583 2562 2542 2517 2219 119 83
internal_count=3121 2899 222 197 176 72 104 79 57 50 2878 2854 2825 48 2777 2756 44 2712 105 41 64 40 2607 2583 2562 2542 2517 2219 119 83
is_linear=0
shrinkage=0.1


Tree=4092
num_leaves=31
num_cat=0
split_feature=132 1186 1185 15 0 12 3 2 4 130 12 97 374 1 15 160 9 10 2 16 4 45 2 16 133 15 15 15 0 4
split_gain=1.98268e-06 5.56999e-05 3.29688e-05 5.88611e-06 2.4494e-06 3.11284e-06 4.50692e-06 4.91774e-06 2.50664e-06 1.97863e-06 5.19348e-06 1.79843e-06 3.51659e-06 2.28603e-06 9.80056e-06 1.94041e-05 7.65681e-06 8.25072e-06 7.6817e-06 7.44299e-06 6.02918e-06 3.81027e-06 2.95306e-06 3.12685e-06 1.07896e-05 1.88241e-05 2.45889e-05 6.71876e-06 6.3108e-06 1.49505e-05
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 -0.09515499999999999 0.11418000000000002 -0.080104999999999996 0.084055000000000005 -0.085719999999999977 -0.23647499999999996 0.23631000000000002 -0.086464999999999986 0.08987500000000001 0.13686500000000004 -0.43375999999999998 -0.072114999999999985 0.092890000000000014 0.053330000000000009 -0.080614999999999978 -0.11118499999999999 0.061775000000000004 0.094030000000000016 -0.0091949999999999983 -0.18708499999999997 0.10397500000000001 0.013270000000000002 0.090455000000000021 -0.033689999999999991 -0.098289999999999975 0.071150000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 -6 -9 -4 11 -11 13 16 15 -15 17 18 -13 -16 -21 22 -20 24 25 27 -27 -24 29 -25
right_child=2 -3 9 -5 5 -7 -8 8 -10 10 -12 12 -14 14 19 -17 -18 -19 21 20 -22 -23 23 28 -26 26 -28 -29 -30 -31
leaf_value=2.1320945600229225e-05 -0.00012264415437874217 0.00016008806953984525 -3.1104787231015509e-05 -5.3017594720586211e-05 -4.8938241464687361e-05 -3.8506619295311308e-05 3.9306327594006331e-05 -2.1559803352157242e-05 2.0267043298286141e-05 -2.7174997626389086e-05 4.8857898080066006e-05 4.7898126542670929e-05 3.3810230765553689e-05 9.1855692678185136e-06 3.9725877765082072e-05 -0.0001241826083514752 5.2598366495918276e-05 -4.8200690918227856e-05 -3.5234278711077819e-05 9.3653177342882081e-06 -6.1517086251114961e-05 -3.8797830289695417e-05 -7.9319661857646692e-06 7.70600886790231e-06 5.0147854316102378e-05 -0.00015495388033741621 -1.915368001391471e-05 4.4745409877895119e-05 -1.2147783498784405e-07 7.885728682043865e-05
leaf_weight=38 22 22 20 25 24 26 23 23 38 24 22 34 31 24 38 20 28 35 23 30 20 25 179 281 28 20 40 28 1897 33
leaf_count=38 22 22 20 25 24 26 23 23 38 24 22 34 31 24 38 20 28 35 23 30 20 25 179 281 28 20 40 28 1897 33
internal_value=0 9.17498e-06 -6.92399e-07 -7.67825e-06 -1.08823e-06 -7.44308e-06 3.51843e-08 -1.05911e-05 4.49627e-06 2.39177e-07 4.58366e-07 8.31756e-08 3.15655e-07 -5.74434e-08 -1.29015e-05 -5.14363e-05 5.82094e-07 2.68311e-08 6.79058e-07 6.36592e-06 -1.89876e-05 5.04565e-08 4.34485e-07 7.61852e-07 -8.90859e-06 -1.51018e-05 -6.44204e-05 -8.06524e-07 2.05212e-06 1.51837e-05
internal_weight=0 219 2902 197 172 134 108 85 61 2880 2860 2838 2814 2783 132 44 2651 2623 2588 88 50 2554 2529 2506 295 267 60 207 2211 314
internal_count=3121 219 2902 197 172 134 108 85 61 2880 2860 2838 2814 2783 132 44 2651 2623 2588 88 50 2554 2529 2506 295 267 60 207 2211 314
is_linear=0
shrinkage=0.1


Tree=4093
num_leaves=31
num_cat=0
split_feature=12 130 12 142 11 15 147 147 483 483 33 9 16 45 474 1426 1456 153 2 2 2 157 2 48 0 0 1 1455 16 131
split_gain=2.13996e-06 4.24146e-06 2.24395e-06 6.30855e-06 6.21046e-06 5.03058e-06 3.20733e-06 5.44699e-06 4.10195e-06 3.22728e-06 2.76462e-06 2.79072e-06 6.87983e-06 2.88683e-06 3.70654e-06 2.88718e-06 2.63243e-06 6.28623e-06 2.98562e-06 1.87638e-05 1.25403e-05 8.21866e-06 1.35469e-05 7.10694e-06 6.51044e-06 7.33833e-06 9.22715e-06 7.59087e-06 8.49763e-06 5.3454e-06
threshold=0.23631000000000002 -0.22461999999999996 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 -0.059484999999999989 0.099730000000000027 0.093875000000000014 -0.47181499999999993 -0.24282999999999996 -0.044254999999999996 0.088235000000000022 -0.088704999999999992 0.084355000000000013 0.11354000000000002 -0.082379999999999995 0.11510000000000002 0.082840000000000011 0.11411 0.11510000000000002 0.11682500000000001 0.058195000000000004 0.11747 0.12474000000000002 0.13134000000000004 0.10455500000000001 0.10325000000000002 0.10861000000000001 0.62925500000000012 0.10370500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 7 8 -6 -10 -11 13 -13 14 15 -12 17 18 23 -20 -21 22 -22 24 25 27 -27 28 -17 -24
right_child=-2 2 5 4 6 -7 -8 -9 9 10 11 12 -14 -15 -16 16 -18 -19 19 20 21 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=3.968724782613141e-05 -3.039014276430902e-05 5.243836045417044e-05 -5.6044823039606541e-05 -5.3070380057430492e-05 3.841743370490544e-05 2.9221389596410192e-06 3.2254617686307498e-05 -4.5648252363697309e-05 -2.9796598624266663e-05 3.7381857691798362e-05 3.5793053994775225e-05 6.3919834452286929e-06 -6.8835787751595496e-05 2.7167498444669036e-05 -3.3204134678905549e-05 1.2752520200153604e-06 3.0712059378856792e-05 -5.4606519378943457e-05 -9.7802841611899729e-05 5.921478020657863e-05 -8.5321596513191861e-05 5.126994219608605e-05 -1.1068242378814615e-05 6.0948585014557474e-05 3.6763041967788016e-05 -8.403091997024604e-05 -2.4948369666942332e-06 -4.9605096137383953e-05 6.5201404487154276e-05 4.3024609794883872e-05
leaf_weight=27 23 23 23 22 28 39 31 26 36 20 23 31 20 40 33 2121 28 21 22 30 24 21 211 20 50 23 35 29 21 20
leaf_count=27 23 23 23 22 28 39 31 26 36 20 23 31 20 40 33 2121 28 21 22 30 24 21 211 20 50 23 35 29 21 20
internal_value=0 2.25616e-07 -1.21328e-07 2.6669e-07 -1.35168e-07 -1.89527e-05 2.57738e-07 -8.04492e-08 3.27106e-07 -4.33453e-08 3.33411e-07 7.09349e-08 -2.31091e-05 4.97407e-07 1.06923e-07 5.14209e-07 2.1099e-07 -1.11529e-07 3.24099e-07 -8.60115e-06 -2.18795e-06 -8.86216e-06 -1.38142e-05 1.59747e-06 1.07662e-06 2.76115e-07 -3.48281e-05 1.21395e-06 1.90198e-06 -6.38488e-06
internal_weight=0 3098 3071 3009 2986 62 2964 2933 2907 2879 2843 2823 51 2772 2732 2699 2676 2648 2627 328 306 276 255 2299 2279 2229 58 2171 2142 231
internal_count=3121 3098 3071 3009 2986 62 2964 2933 2907 2879 2843 2823 51 2772 2732 2699 2676 2648 2627 328 306 276 255 2299 2279 2229 58 2171 2142 231
is_linear=0
shrinkage=0.1


Tree=4094
num_leaves=31
num_cat=0
split_feature=130 12 421 9 12 10 2 11 147 448 4 15 15 15 16 15 16 2 484 10 1 133 133 129 132 1 1185 393 394 1
split_gain=2.01161e-06 4.85446e-06 1.98495e-06 5.53107e-06 7.13266e-06 7.04837e-06 1.78672e-05 6.72446e-06 2.42595e-06 4.71495e-06 2.12833e-06 2.6274e-06 1.69873e-05 1.45254e-05 7.15066e-06 4.58851e-05 2.05406e-05 1.06501e-05 6.14868e-06 5.07763e-06 6.26559e-06 4.91826e-06 8.86283e-06 4.68855e-06 4.54158e-06 6.18938e-05 2.95603e-05 1.73612e-05 5.04306e-06 4.35519e-06
threshold=-0.23647499999999996 0.23631000000000002 -1.0000000180025095e-35 0.092890000000000014 -0.015429999999999998 0.053330000000000009 -0.15339499999999998 -1.0000000180025095e-35 0.097985000000000017 1.0000000180025095e-35 0.51388000000000011 -0.10203999999999998 -0.099734999999999976 -0.10469999999999999 -0.056919999999999991 -0.13578499999999996 -0.07550999999999998 0.083585000000000007 -0.067484999999999989 -0.0097449999999999985 0.10956 -0.14717499999999997 -0.085499999999999979 -0.077709999999999987 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.10483000000000002 -0.10421499999999999 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 7 -7 -4 9 10 11 13 -13 14 16 17 21 -16 -19 20 -14 -9 -23 -21 25 27 -26 -25 -28 -20
right_child=1 -3 3 4 -6 6 -8 8 -10 -11 -12 12 19 -15 15 -17 -18 18 29 23 -22 22 -24 24 26 -27 28 -29 -30 -31
leaf_value=-3.1612652201147284e-05 -3.1531619870293068e-05 4.7011125595666023e-05 5.2871947900712257e-05 -4.1471062234320146e-06 7.929648960271153e-05 2.4122909027417857e-05 -0.00010632382348246342 3.5291891941192771e-05 -2.607571789465308e-05 4.5140943342156117e-05 -1.8494298897094849e-05 -8.4859978778695227e-05 6.1847497623791152e-05 8.6593816806932667e-05 -6.7256979244640597e-05 0.00016123911493195922 -0.00010434961650389596 5.4000925199943593e-05 -2.2230883490313622e-05 -3.7921707018326478e-05 -1.8644381477563664e-06 -6.7976994250784636e-05 2.4880278636056215e-06 4.30069726327905e-06 -0.00011979469571607687 0.00015699834142511603 3.8831781535009216e-05 -9.2727064648815118e-05 -1.1684265408940304e-06 3.0518357607434159e-05
leaf_weight=20 20 22 24 21 20 21 21 36 36 23 63 24 29 22 21 20 20 25 45 34 33 20 166 114 21 26 32 22 2096 24
leaf_count=20 20 22 24 21 20 21 21 36 36 23 63 24 29 22 21 20 20 25 45 34 33 20 166 114 21 26 32 22 2096 24
internal_value=0 2.03892e-07 -1.30554e-07 7.47486e-08 3.65571e-05 -4.2087e-07 -4.11005e-05 1.53237e-07 -2.7537e-07 4.31529e-08 -3.15385e-07 8.93049e-08 -1.14512e-06 7.61031e-06 3.00119e-06 2.14404e-05 -7.28517e-06 -2.87237e-06 1.15114e-05 -3.10403e-07 2.79363e-05 1.45937e-06 -5.08886e-06 -1.05722e-06 -5.14865e-07 1.56311e-05 -1.73201e-06 -1.1395e-05 -5.6692e-07 -3.88332e-06
internal_weight=0 3101 3079 3059 41 3018 42 2976 2952 2916 2893 2830 2431 399 377 135 242 115 94 2407 62 222 186 2345 2311 162 2149 136 2128 69
internal_count=3121 3101 3079 3059 41 3018 42 2976 2952 2916 2893 2830 2431 399 377 135 242 115 94 2407 62 222 186 2345 2311 162 2149 136 2128 69
is_linear=0
shrinkage=0.1


Tree=4095
num_leaves=31
num_cat=0
split_feature=12 130 12 142 11 15 147 147 483 158 33 9 13 474 1429 2 474 154 1456 1429 0 471 16 1374 1371 16 150 16 1375 13
split_gain=2.32993e-06 3.89718e-06 2.29621e-06 5.53851e-06 5.98986e-06 4.67791e-06 2.9811e-06 4.56525e-06 3.23224e-06 2.87342e-06 2.40196e-06 3.13158e-06 5.25787e-06 2.1407e-06 8.75495e-06 1.19268e-05 6.45652e-06 2.95033e-06 3.86434e-06 3.75958e-06 3.30936e-06 3.5699e-06 3.52457e-06 1.38273e-05 1.03336e-05 9.84181e-06 7.11508e-06 8.95152e-06 7.07352e-06 7.34768e-06
threshold=0.23631000000000002 -0.22461999999999996 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 -0.067579999999999987 0.099730000000000027 0.093875000000000014 -0.47181499999999993 0.13374000000000003 -0.044254999999999996 0.091600000000000015 -0.039649999999999998 -0.090834999999999985 -0.067934999999999982 0.10613000000000002 -0.072334999999999983 0.084190000000000001 0.11510000000000002 0.11023000000000001 -0.26343999999999995 0.093375000000000014 -0.0094449999999999968 0.087110000000000007 0.083235000000000017 -0.0087049999999999992 0.099310000000000009 -0.008069999999999999 0.084665000000000018 -0.088069999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 7 8 -6 10 -10 13 -13 14 -12 -16 -15 18 19 20 -18 22 24 25 -22 -24 27 -27 29 -29
right_child=-2 2 5 4 6 -7 -8 -9 9 -11 11 12 -14 16 15 -17 17 -19 -20 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=3.8061598698496473e-05 -3.1710399850018567e-05 4.9179308671623212e-05 -5.752718394173176e-05 -5.2067742134650792e-05 3.416376717463469e-05 5.1185218958047837e-07 3.1152487089193235e-05 -4.1738249036335708e-05 3.4827410854632038e-05 -3.683241817877085e-05 -5.7430949335602856e-05 7.5614648440456401e-06 -6.4081308610184349e-05 5.369421006711807e-05 6.1438215016096362e-05 -3.4629668516572568e-05 3.7691068344732531e-05 -3.6850313431170349e-05 3.5880193383725844e-05 -3.9031784338779593e-05 1.5910787610492705e-06 3.9607786358987063e-05 5.8434002101421355e-05 -8.7502359710924801e-05 6.2833765436412902e-05 -7.3030415660468864e-05 4.8285318219617089e-05 1.9271523796457284e-05 3.9318281966081809e-05 -1.134641967392797e-05
leaf_weight=27 23 23 21 22 28 41 31 26 20 21 31 21 20 23 24 28 24 21 31 24 1720 23 25 20 28 20 24 90 34 607
leaf_count=27 23 23 21 22 28 41 31 26 20 21 31 21 20 23 24 28 24 21 31 24 1720 23 25 20 28 20 24 90 34 607
internal_value=0 2.35414e-07 -9.7151e-08 2.95359e-07 -8.11755e-08 -1.91465e-05 3.0469e-07 -2.13525e-08 3.5176e-07 2.29185e-08 2.93724e-07 5.03576e-08 -2.73862e-05 4.52539e-07 -1.53671e-05 9.70935e-06 9.36339e-07 4.85417e-07 7.79069e-07 3.6674e-07 7.28333e-07 3.85953e-07 3.46671e-08 -5.37436e-06 2.57208e-06 -3.32116e-06 -5.31326e-06 -7.02613e-06 -5.22027e-06 -7.39288e-06
internal_weight=0 3098 3071 3009 2986 62 2964 2933 2907 2879 2858 2838 41 2797 83 52 2714 2691 2670 2639 2615 2591 2568 820 1748 800 775 751 731 697
internal_count=3121 3098 3071 3009 2986 62 2964 2933 2907 2879 2858 2838 41 2797 83 52 2714 2691 2670 2639 2615 2591 2568 820 1748 800 775 751 731 697
is_linear=0
shrinkage=0.1


Tree=4096
num_leaves=31
num_cat=0
split_feature=421 9 2 33 9 130 42 147 147 147 483 160 3 0 133 2 42 1374 16 0 2 1 16 16 4 2 150 150 0 16
split_gain=2.14878e-06 4.32297e-06 7.82507e-06 6.98972e-06 3.94933e-06 2.07925e-06 4.09085e-06 2.6618e-06 4.00377e-06 3.67691e-06 3.38073e-06 3.12171e-06 1.08285e-05 9.94533e-06 7.28186e-06 7.73906e-06 4.9728e-06 3.68213e-06 3.42499e-06 6.4046e-06 5.37946e-06 1.27118e-05 3.65923e-06 1.76612e-05 9.69509e-06 6.87507e-06 2.3035e-05 1.62127e-05 1.76612e-05 2.17345e-05
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 -0.012019999999999998 0.085555000000000006 -0.22699999999999995 0.15021500000000002 0.097985000000000017 0.092070000000000013 0.090115000000000015 -0.47181499999999993 0.10908000000000002 0.088060000000000013 -0.091069999999999984 0.089405000000000012 0.096540000000000015 0.083865000000000009 0.10637000000000001 -0.52595999999999987 -0.23811499999999999 0.096325000000000008 0.11181500000000001 -0.056919999999999991 -0.061854999999999993 -0.17966999999999997 0.087015000000000023 0.10874500000000002 0.10874500000000002 -0.090644999999999989 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 8 9 10 -7 17 13 -13 15 16 -15 18 20 -20 -12 -22 23 24 -21 27 -27 28 29 -24
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 11 12 -14 14 -16 -17 -18 -19 19 22 21 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.2672723355062773e-05 -5.2901758084772163e-05 -6.318211671896279e-06 7.7601765406143391e-05 -2.8862773557193581e-05 3.8998480389496908e-05 3.7350911710139675e-05 3.6837994339293805e-05 -2.8094776579938992e-05 3.5794319570237761e-05 -4.106184295034671e-05 1.3155388296581805e-05 6.1323579320742293e-05 -7.9343609765849334e-05 -6.012069542997605e-05 -6.823363770482026e-05 4.8205138426221146e-05 2.9041083764475902e-06 3.94022650198167e-05 5.4411980834794865e-05 6.5324785191478446e-05 -9.0829797583865009e-05 1.0013644030550495e-05 -0.00013750086269456439 9.2679052084515044e-05 1.1854390467612318e-06 -1.0951227732338408e-06 9.6511163705145005e-05 -9.9192536158841996e-05 1.0548023878734779e-06 -2.1878951588405472e-05
leaf_weight=20 25 25 20 25 26 24 30 34 31 22 30 20 22 21 21 22 31 24 22 24 25 25 21 22 1306 736 25 21 349 72
leaf_count=20 25 25 20 25 26 24 30 34 31 22 30 20 22 21 21 22 31 24 22 24 25 25 21 22 1306 736 25 21 349 72
internal_value=0 2.10733e-07 3.09796e-05 -2.42342e-07 1.91998e-07 -1.43765e-07 9.71665e-08 -2.76469e-07 4.78871e-08 -3.36217e-07 -2.32709e-08 -3.3922e-07 -1.50656e-05 -2.76895e-06 -1.62621e-05 -1.51344e-06 -2.25482e-05 4.07454e-07 5.79864e-08 6.85539e-07 -2.03218e-05 -4.04081e-05 2.26695e-07 3.81281e-06 2.34284e-06 -3.73444e-06 2.11139e-06 -1.33428e-05 -9.26397e-06 -4.79871e-05
internal_weight=0 3101 45 3056 3031 3005 2980 2950 2916 2885 2863 2839 137 115 95 74 52 2702 2678 2598 80 50 2576 1352 1330 1224 761 463 442 93
internal_count=3121 3101 45 3056 3031 3005 2980 2950 2916 2885 2863 2839 137 115 95 74 52 2702 2678 2598 80 50 2576 1352 1330 1224 761 463 442 93
is_linear=0
shrinkage=0.1


Tree=4097
num_leaves=31
num_cat=0
split_feature=50 12 130 50 132 1211 50 13 50 50 0 1 3 0 475 160 157 0 393 403 43 1209 1210 0 133 1213 16 12 403 43
split_gain=2.10839e-06 2.07947e-06 3.4293e-06 2.03508e-06 5.1247e-05 4.52231e-05 6.81588e-06 1.26745e-05 1.15012e-05 1.57607e-05 6.4089e-06 1.28071e-05 1.14213e-05 7.88778e-06 1.09775e-05 6.94336e-06 8.27948e-06 6.29795e-06 4.34985e-06 3.95868e-06 2.33195e-05 7.79779e-06 3.95392e-06 1.7697e-05 2.87221e-05 2.80485e-05 1.83619e-05 6.63494e-06 5.73682e-06 1.13315e-05
threshold=0.14828500000000003 0.23631000000000002 -0.22461999999999996 0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.09227500000000001 -0.039649999999999998 0.090630000000000016 0.089915000000000009 -0.087634999999999977 0.10205500000000002 -0.078584999999999988 -0.085754999999999984 -0.082274999999999987 -0.090764999999999985 -0.0080549999999999979 -0.08095999999999999 0.11333500000000001 -0.53960999999999981 -0.040344999999999992 -0.089214999999999989 -0.0061249999999999994 -0.086934999999999985 0.2590050000000001 -0.085284999999999986 -0.08453999999999999 0.094435000000000005 -0.44023999999999991 -0.041049999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 10 8 -8 9 18 11 12 15 -12 -15 -6 -17 -16 19 20 -4 -21 23 -23 25 -25 -27 -28 29 -24
right_child=-2 -3 3 4 5 -7 7 -9 -10 -11 13 -13 -14 14 17 16 -18 -19 -20 21 -22 22 28 24 -26 26 27 -29 -30 -31
leaf_value=3.5914552354286037e-05 -3.236416849460966e-05 -2.9748056623129346e-05 0.00010766078046964884 0.00016278145145406597 -3.4290214743497715e-05 -0.00014408385951962072 -7.0078851022595983e-05 1.9529661774329186e-05 6.3671860230637585e-05 -8.7044031464583477e-05 6.7283435834854439e-05 6.000545910699822e-05 -6.7264564438282367e-05 -4.0107838729974383e-05 6.3936753175422101e-05 7.3065593114733941e-05 -1.5834036871224682e-05 1.2091468585419878e-05 -4.2426785087930813e-05 -5.0107660612294217e-05 -2.1708646128995738e-05 -4.6477143926470469e-05 1.2157126382755287e-05 9.233129676431418e-05 0.00014220878736523446 -0.00010129923153726849 3.1124938906814779e-05 -3.6394633008802138e-05 -6.0544581464346128e-08 -9.1844929875151146e-05
leaf_weight=27 20 23 22 20 34 21 38 27 28 21 28 22 39 35 29 20 22 122 24 31 38 37 22 32 20 20 43 22 2214 20
leaf_count=27 20 23 22 20 34 21 38 27 28 21 28 22 39 35 29 20 22 122 24 31 38 37 22 32 20 20 43 22 2214 20
internal_value=0 2.0874e-07 4.32588e-07 1.18589e-07 6.84503e-06 -1.53865e-06 -8.73049e-07 -3.28569e-05 -7.16049e-08 -7.67169e-07 6.9897e-06 -9.89856e-06 -2.32715e-05 1.78013e-05 1.03524e-05 -6.96109e-07 2.64991e-05 2.20485e-05 -5.52576e-08 3.48121e-07 2.57268e-05 -2.7062e-07 3.65161e-07 1.48898e-05 3.14634e-05 1.25325e-05 -1.75093e-05 8.27216e-06 -7.55092e-07 -3.73677e-05
internal_weight=0 3101 3078 3051 392 372 2659 65 2594 2566 351 137 115 214 186 76 42 151 2545 2521 60 2461 2430 174 137 117 85 65 2256 42
internal_count=3121 3101 3078 3051 392 372 2659 65 2594 2566 351 137 115 214 186 76 42 151 2545 2521 60 2461 2430 174 137 117 85 65 2256 42
is_linear=0
shrinkage=0.1


Tree=4098
num_leaves=31
num_cat=0
split_feature=132 1185 1203 120 12 12 16 12 1208 1208 42 42 402 1213 52 16 401 401 12 133 33 9 34 104 9 15 16 15 42 402
split_gain=2.58038e-06 1.82661e-05 6.39009e-06 2.55306e-06 3.82411e-06 3.20772e-06 7.05817e-06 5.08857e-06 2.56617e-06 4.17158e-06 3.74083e-06 9.06935e-06 7.80905e-06 2.4559e-05 7.78855e-06 9.8673e-06 6.38562e-06 5.43182e-06 1.37034e-05 4.66932e-06 2.62643e-06 4.09459e-06 2.95791e-06 3.86024e-06 3.00781e-06 2.7426e-06 3.48449e-06 1.2407e-05 3.8048e-05 7.834e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.093680000000000013 0.22926500000000002 0.12757000000000002 0.0028900000000000006 0.11650500000000001 0.11846000000000001 0.10683000000000002 0.11551500000000002 0.11747 0.13775000000000001 -0.083944999999999978 0.10347000000000002 -0.080344999999999986 0.12463 -1.0000000180025095e-35 0.097325000000000009 0.5087600000000001 -0.044254999999999996 0.091600000000000015 -0.097449999999999981 0.086600000000000024 0.081890000000000004 0.19724500000000003 -0.18708499999999997 0.035560000000000008 0.081660000000000024 0.09388500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -7 8 9 10 12 -12 16 -14 15 -13 17 18 -3 20 -19 22 -22 24 25 26 27 29 -29 -24
right_child=1 3 -4 -5 -6 6 -8 -9 -10 -11 11 14 13 -15 -16 -17 -18 19 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.9451564657376605e-06 9.3721079160570222e-05 -9.0803637662743725e-05 -5.5048575398229469e-05 -3.3066003316375628e-05 4.1916148728143363e-05 -6.4998142466799402e-05 1.5187897744388984e-05 3.7323182462116808e-05 3.4006210096942433e-05 -4.2692416665253722e-05 6.5002217489222865e-05 -7.190722317318432e-05 4.1771731084736529e-05 -0.00010562330638864437 4.7727451135870074e-05 1.2662131495892173e-05 5.6316734408028431e-05 3.585209722587024e-05 2.2131198411876713e-05 4.3197787483222782e-05 3.8277653502518667e-05 -3.3103429467174515e-05 3.1094875813713382e-06 -4.3025562973482362e-05 3.7715992125629874e-05 3.333151731794715e-05 8.9187402604977705e-07 1.5112299831040826e-05 -0.0001629512485851592 -6.1980869377293855e-05
leaf_weight=194 21 22 28 23 22 23 21 37 22 23 30 22 20 26 25 37 20 20 21 25 20 38 245 21 21 24 2000 30 20 20
leaf_count=194 21 22 28 23 22 23 21 37 22 23 30 22 20 26 25 37 20 20 21 25 20 38 245 21 21 24 2000 30 20 20
internal_value=0 7.95699e-07 -1.03906e-05 1.17648e-07 3.84976e-07 6.24612e-08 -2.67275e-05 4.85107e-07 -1.01722e-08 -2.84297e-07 7.60233e-08 1.78052e-05 -7.03431e-07 -4.15385e-05 9.49122e-07 -1.88722e-05 3.4069e-08 -4.11381e-07 -3.56494e-05 1.98617e-07 -2.38544e-07 -5.34491e-07 -1.90306e-08 -3.40716e-07 3.91065e-08 -2.99164e-07 -6.47819e-07 -1.04236e-05 -5.61131e-05 -1.80299e-06
internal_weight=0 2899 222 2878 2855 2833 44 2789 2752 2730 2707 114 2593 46 84 59 2547 2527 43 2484 2459 2439 2401 2381 2360 2339 2315 315 50 265
internal_count=3121 2899 222 2878 2855 2833 44 2789 2752 2730 2707 114 2593 46 84 59 2547 2527 43 2484 2459 2439 2401 2381 2360 2339 2315 315 50 265
is_linear=0
shrinkage=0.1


Tree=4099
num_leaves=31
num_cat=0
split_feature=160 15 132 1204 15 1213 43 13 402 403 1213 402 1211 479 1443 160 482 52 393 2 1212 403 2 1210 1209 130 42 16 403 15
split_gain=2.22847e-06 2.12272e-06 5.23627e-05 6.11531e-05 9.09501e-06 6.73139e-06 7.07336e-06 1.57736e-05 8.31803e-06 1.08936e-05 6.91234e-06 8.74081e-06 6.07169e-06 5.87697e-06 5.92805e-06 6.70768e-06 5.66637e-06 1.03534e-05 5.28722e-06 4.94404e-06 4.33007e-06 3.60613e-06 1.59644e-05 6.0131e-06 3.85306e-06 3.25891e-06 4.76908e-06 8.54623e-06 4.10007e-06 1.82925e-05
threshold=0.62940000000000007 0.091650000000000023 -0.083284999999999984 -1.0000000180025095e-35 0.092400000000000024 -0.16396999999999998 0.055925000000000009 -0.073839999999999975 -0.087759999999999991 -0.34918499999999997 -0.063509999999999997 0.020685000000000005 0.11013500000000002 0.10061500000000002 1.0000000180025095e-35 -0.44404499999999997 0.11191500000000001 0.10160000000000001 0.11213000000000002 0.094400000000000026 0.11387000000000001 -0.53960999999999981 0.083715000000000026 -0.14310999999999999 -0.087714999999999987 -0.22562499999999999 0.11720500000000002 -0.085589999999999986 -0.43370499999999995 0.087485000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 -4 -5 -6 8 -8 -7 -10 -11 13 18 14 15 -12 17 -17 20 -9 21 22 -1 -23 -25 -26 28 -28 29 -27
right_child=-2 2 3 4 5 6 7 19 9 10 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 23 -24 24 25 26 27 -29 -30 -31
leaf_value=8.9103534003737405e-05 -3.2465904188852407e-05 0.00014435775726899291 -0.00017252926107175882 5.9386531089937006e-05 -4.903432440338899e-05 -4.5256228816936998e-05 0.00010448749384191946 3.1583712057909e-05 7.273879769358742e-05 5.3184449910242455e-05 -4.7663076535779214e-05 -5.8994847279757745e-05 -4.2898889280288989e-05 -4.0532090434712234e-05 5.5393632158153084e-05 -2.1401482626970392e-07 -3.7037053169280466e-05 6.5781805692081844e-05 4.8451245989285366e-05 -3.4233630248352363e-05 -4.6004224540887493e-05 -5.5600591203983639e-05 -1.7552821155833144e-05 3.5072561440756542e-05 -4.0209092479753531e-05 -8.3269684338509775e-05 8.0610375352989659e-05 -1.3340670791097054e-06 -7.0899872575159631e-07 3.8581887664887208e-05
leaf_weight=23 21 26 20 30 24 37 22 25 22 22 24 27 34 29 23 85 22 33 22 21 21 20 36 30 21 28 20 35 2296 22
leaf_count=23 21 26 20 30 24 37 22 25 22 22 24 27 34 29 23 85 22 33 22 21 21 20 36 30 21 28 20 35 2296 22
internal_value=0 2.19938e-07 6.24466e-06 -1.46122e-06 6.20999e-06 2.37514e-06 5.52266e-06 3.48443e-05 -6.31258e-07 5.12179e-06 -4.91701e-07 -5.35127e-06 -9.16628e-07 1.35418e-06 7.84991e-06 1.18219e-06 9.55567e-06 1.82424e-05 -3.62084e-07 1.53666e-06 -7.82888e-07 -4.07681e-07 2.40251e-05 -9.90826e-07 -5.45395e-07 -9.86576e-07 -6.43522e-07 2.84639e-05 -1.32592e-06 -2.9655e-05
internal_weight=0 3100 492 466 446 416 392 68 324 287 265 243 2608 216 187 164 140 118 2574 46 2552 2531 59 2472 2452 2422 2401 55 2346 50
internal_count=3121 3100 492 466 446 416 392 68 324 287 265 243 2608 216 187 164 140 118 2574 46 2552 2531 59 2472 2452 2422 2401 55 2346 50
is_linear=0
shrinkage=0.1


Tree=4100
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 50 1203 0 133 399 120 13 40 12 13 13 1 0 11 33 13 13 1429 475 473 471 4 3 4 157 1212
split_gain=2.7503e-06 1.4203e-05 7.60746e-06 5.73482e-06 2.99756e-06 2.50259e-06 2.498e-06 4.05292e-06 3.89692e-06 2.10237e-06 3.89476e-06 2.92526e-05 1.6045e-05 4.19261e-06 5.1781e-06 9.62854e-06 4.99362e-06 5.35341e-06 7.79868e-06 4.26551e-06 6.72757e-06 4.54235e-06 1.4058e-05 4.05131e-06 4.66007e-06 3.65845e-06 1.48302e-05 5.19961e-06 6.39926e-06 3.30452e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.09227500000000001 0.087520000000000014 -0.09515499999999999 -0.37971999999999995 0.085130000000000011 0.093680000000000013 0.24813000000000004 -0.24134999999999998 0.11201500000000002 0.19762500000000002 0.11217000000000001 0.077565000000000009 0.16094000000000003 -0.011194999999999998 -0.009184999999999997 0.10591500000000001 0.10002500000000002 -0.23587499999999997 0.10142500000000002 -1.0000000180025095e-35 -0.071899999999999978 -0.50690499999999983 -0.020429999999999997 -0.39518999999999993 0.0026750000000000007 -0.52517999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8 -9 10 11 -3 -12 14 16 -16 17 -13 -19 20 21 -20 23 -23 -25 26 -26 28 -27 -29
right_child=1 9 -4 -5 -6 -7 7 8 -10 -11 12 13 -14 -15 15 -17 -18 18 19 -21 -22 22 -24 24 25 27 -28 29 -30 -31
leaf_value=2.5015225064100163e-05 8.2762497361597658e-05 0.00012164086805569243 -6.2691766743228072e-05 -5.3526729953730303e-05 -3.0312696762848648e-05 3.8244745569086681e-05 -4.2096357575852992e-05 4.2849580640904609e-05 -9.2326756091507376e-06 -2.9889013570067146e-05 2.2353536994362208e-06 4.8454177443130434e-05 -9.9011869733658389e-05 -3.8949871749436075e-05 6.0366832272656647e-05 -2.1609669151391997e-05 -4.3620286704446282e-05 -5.5586822854820637e-05 4.799491242010845e-05 -3.6335378236770101e-05 5.8753726953000303e-05 4.5724984411208424e-05 -7.4465061596129089e-05 -4.1576619416726037e-05 -9.4070300629027774e-05 6.1079070357550341e-05 9.4223845127948569e-06 4.136345498409355e-05 -6.4448067205375995e-06 5.3885308512144537e-07
leaf_weight=34 21 20 25 21 25 22 24 20 51 23 72 23 20 27 38 23 26 25 20 31 20 20 25 26 20 32 45 20 25 2297
leaf_count=34 21 20 25 21 25 22 24 20 51 23 72 23 20 27 38 23 26 25 20 31 20 20 25 26 20 32 45 20 25 2297
internal_value=0 8.21488e-07 -1.07273e-05 -4.13281e-06 1.76078e-06 7.07096e-06 1.7545e-06 -6.57039e-06 5.43838e-06 2.23586e-07 4.66174e-07 1.14014e-06 -1.97749e-05 2.61539e-07 6.51343e-07 2.94577e-05 -1.04967e-08 4.20791e-07 -3.14177e-09 5.35251e-07 9.83482e-07 5.26801e-07 1.48569e-07 8.99209e-07 5.35511e-07 9.84431e-07 -2.24215e-05 1.62528e-06 3.14633e-05 8.91245e-07
internal_weight=0 2899 222 197 176 151 129 95 71 2878 2855 2763 92 2743 2716 61 2655 2629 2606 2581 2550 2530 2510 2485 2465 2439 65 2374 57 2317
internal_count=3121 2899 222 197 176 151 129 95 71 2878 2855 2763 92 2743 2716 61 2655 2629 2606 2581 2550 2530 2510 2485 2465 2439 65 2374 57 2317
is_linear=0
shrinkage=0.1


Tree=4101
num_leaves=31
num_cat=0
split_feature=12 4 12 1212 1213 15 402 3 2 12 12 1211 50 52 132 15 132 390 402 12 4 402 375 1210 1212 402 15 402 129 43
split_gain=2.74441e-06 3.57901e-06 2.80816e-06 2.54055e-06 2.76457e-06 6.25074e-06 4.36902e-06 1.20491e-05 2.25021e-05 3.39146e-06 6.36866e-06 3.40948e-06 1.42964e-05 5.85292e-06 4.22819e-06 1.40285e-05 7.58747e-06 3.30138e-06 4.47047e-06 1.8558e-05 2.72634e-05 5.94633e-06 4.21987e-06 3.72125e-06 3.87297e-06 3.82706e-06 6.78076e-06 6.42976e-06 4.06873e-06 6.78262e-06
threshold=0.23631000000000002 0.63113500000000011 0.15120000000000003 -0.52517999999999987 -0.24064499999999997 0.089165000000000008 0.11232500000000002 -0.078724999999999976 0.084415000000000004 0.12757000000000002 0.12069000000000002 0.11048500000000001 0.096900000000000014 0.084735000000000019 -0.083284999999999984 0.091475000000000015 -0.050879999999999988 0.087590000000000015 0.094750000000000015 0.083985000000000018 -0.080364999999999978 0.088505000000000014 0.083605000000000013 -0.099939999999999987 0.10321500000000002 -0.45015499999999992 0.088345000000000021 -0.41217999999999994 0.090795000000000015 -0.088909999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 9 8 -8 10 11 14 13 -13 15 -6 -16 18 21 -20 -21 22 23 -18 25 26 -25 -27 -29 -30
right_child=-2 -3 -4 4 6 -7 7 -9 -10 -11 -12 12 -14 -15 16 -17 17 -19 19 20 -22 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=3.405870166633659e-05 -3.4415538451689237e-05 3.5845731386530136e-05 -3.41413866711567e-05 6.5832673066151551e-06 -4.8907495672592052e-06 -5.1575457583760115e-05 5.8306631210682647e-05 7.6373189007686708e-05 -7.3355713830096654e-05 -2.9495445200248074e-05 5.260296381058414e-05 -4.2517887326539501e-05 8.8474332204152066e-05 2.5248576051895867e-05 5.7412021914901939e-05 -8.8583043733429491e-05 -3.7757458546995904e-05 3.3262408572321376e-05 4.9284624211672373e-05 -0.00014602746582351671 3.5844936942810129e-06 4.0399256098074453e-05 -4.3174425714507541e-05 7.2452990302142858e-06 3.2380809030606497e-05 5.5406366231008659e-05 -7.2369607514701791e-05 -1.227725825278837e-06 -1.3466193776238195e-05 3.4615444823385239e-05
leaf_weight=22 23 28 24 42 155 33 27 28 25 39 23 25 22 26 23 23 26 29 23 21 29 36 23 23 37 21 20 2118 46 81
leaf_count=22 23 28 24 42 155 33 27 28 25 39 23 25 22 26 23 23 26 29 23 21 29 36 23 23 37 21 20 2118 46 81
internal_value=0 2.55511e-07 -6.90907e-08 1.99371e-07 -4.69599e-08 -1.90066e-05 4.35228e-07 2.34854e-05 -4.99257e-06 -2.07511e-07 1.96104e-07 -2.33308e-07 2.10952e-05 -7.97028e-06 -8.02797e-07 -1.57049e-05 2.34988e-07 -2.84187e-07 -6.72706e-07 -2.50559e-05 -5.92525e-05 5.94914e-08 -5.46868e-07 -1.33532e-07 2.83443e-07 -2.30894e-07 -2.97849e-05 3.29928e-07 -1.85264e-07 1.72e-05
internal_weight=0 3098 3070 3046 3024 75 2949 80 52 2869 2830 2807 73 51 2734 178 2556 2533 2504 73 50 2431 2395 2372 2346 2309 43 2266 2245 127
internal_count=3121 3098 3070 3046 3024 75 2949 80 52 2869 2830 2807 73 51 2734 178 2556 2533 2504 73 50 2431 2395 2372 2346 2309 43 2266 2245 127
is_linear=0
shrinkage=0.1


Tree=4102
num_leaves=31
num_cat=0
split_feature=12 130 47 47 47 47 9 12 33 131 132 1203 1185 50 132 2 51 0 13 49 50 50 16 12 12 51 1209 48 48 1447
split_gain=2.22297e-06 3.26172e-06 2.11722e-06 2.24671e-05 1.53917e-05 6.23551e-06 3.78556e-06 1.67626e-05 1.47036e-05 3.24974e-06 3.33507e-06 6.45825e-05 2.97706e-05 1.19662e-05 5.03877e-06 5.76025e-06 3.21907e-06 7.15839e-06 1.77336e-05 1.08778e-05 1.91617e-05 6.28396e-06 5.62178e-06 7.7565e-06 7.24197e-06 5.17374e-06 6.17685e-06 3.35775e-06 1.21019e-05 3.32918e-06
threshold=0.23631000000000002 -0.22461999999999996 0.094460000000000002 0.091680000000000011 0.096770000000000009 0.089640000000000011 0.092235000000000011 -0.010834999999999999 -0.012019999999999998 0.13767000000000004 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.088425000000000017 -0.41094499999999995 0.10381000000000001 0.094075000000000006 -0.083804999999999977 -0.087934999999999985 -0.043469999999999995 0.094195000000000015 0.11198000000000001 -0.080029999999999976 0.091545000000000015 0.098810000000000023 0.090560000000000015 0.13368500000000003 0.10911000000000001 0.099240000000000009 -0.086849999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 8 -8 -3 10 11 13 -12 14 -10 -16 25 19 -19 -18 -21 -22 -20 -24 -25 26 27 28 29 -14
right_child=-2 2 4 -5 -6 -7 7 -9 9 -11 12 -13 16 -15 15 -17 17 18 22 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=3.4835109449381383e-05 -3.0973982780857986e-05 8.6385034151135188e-05 -8.8494102700761615e-05 0.0001014710034062525 -1.8080321395826531e-06 -4.9704254124662845e-05 3.8785996470583736e-05 -8.1336249503202951e-05 3.6746834088904407e-05 -3.7955310835968704e-05 -0.00012185032548586606 0.00018330719711229904 2.3075480515999198e-05 -7.9449351105722612e-05 4.3223496903194472e-06 -5.1817436241949704e-05 4.9303942988184905e-05 0.00010768796232498615 -3.5653834527779725e-05 -0.00010862502276722808 3.6029093749793027e-05 -2.2481755721880999e-05 -1.1085822198593461e-05 8.9634506097670814e-05 7.3565054117352712e-06 -3.667015202480774e-05 5.4050780523712522e-05 -3.4245315886249139e-05 7.554676489061898e-05 -1.4347996323620254e-06
leaf_weight=27 23 20 22 22 297 25 21 26 34 22 20 20 57 20 89 23 28 23 21 20 31 45 37 23 20 39 21 29 21 1995
leaf_count=27 23 20 22 22 297 25 21 26 34 22 20 20 57 20 89 23 28 23 21 20 31 45 37 23 20 39 21 29 21 1995
internal_value=0 2.29947e-07 -7.42991e-08 8.19652e-07 -7.78638e-06 8.54251e-09 4.67995e-07 -2.76646e-05 9.65449e-07 3.17841e-07 6.3971e-07 1.35454e-05 -3.48131e-07 -6.90787e-06 3.02932e-06 -7.20636e-06 6.60186e-07 1.14511e-05 2.84407e-05 -5.53844e-06 -2.15341e-05 1.38451e-06 1.03942e-05 2.24819e-05 5.13657e-05 -5.77625e-07 8.54034e-08 -4.53737e-07 1.89866e-08 -7.53959e-07
internal_weight=0 3098 3071 2752 319 2730 2705 47 2658 2638 2616 186 2430 166 146 112 2410 248 124 124 96 76 101 80 43 2162 2123 2102 2073 2052
internal_count=3121 3098 3071 2752 319 2730 2705 47 2658 2638 2616 186 2430 166 146 112 2410 248 124 124 96 76 101 80 43 2162 2123 2102 2073 2052
is_linear=0
shrinkage=0.1


Tree=4103
num_leaves=31
num_cat=0
split_feature=130 39 41 401 130 394 1212 3 13 1213 13 1203 1200 400 402 402 12 1208 1208 402 401 1212 42 133 42 1212 403 1210 402 402
split_gain=2.43534e-06 4.75318e-06 2.7094e-06 2.39287e-06 2.39361e-06 2.92397e-06 2.02202e-06 8.56094e-06 1.32165e-05 9.63432e-06 1.52724e-05 3.0156e-06 4.93459e-06 3.43501e-06 2.60763e-06 9.42495e-06 6.47599e-06 2.14379e-06 6.63025e-06 6.45304e-06 2.53814e-06 3.74383e-06 1.74807e-05 3.00318e-05 1.50479e-05 1.13854e-05 1.00647e-05 5.25375e-06 5.02647e-06 6.00814e-06
threshold=-0.23647499999999996 0.15438500000000002 0.11457000000000002 0.13837000000000002 -0.14628999999999995 0.090335000000000013 0.10321500000000002 -0.076234999999999983 -0.088464999999999988 -0.0043299999999999996 -0.067719999999999989 0.094640000000000016 0.087415000000000007 0.12955000000000003 -0.45015499999999992 -0.41596499999999997 0.096210000000000004 0.11531000000000001 0.10233500000000001 0.13924000000000003 -0.099524999999999988 -1.0000000180025095e-35 0.087075000000000014 -0.054584999999999995 0.090690000000000007 -0.088009999999999991 0.022375000000000003 -0.090009999999999993 0.11191000000000001 0.10708500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 11 8 -8 10 -10 13 -13 14 16 -16 -6 18 19 20 -17 22 25 24 -24 26 -22 -23 29 -29
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12 12 -14 -15 15 17 -18 -19 -20 -21 21 27 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.4783162136591271e-05 -3.0429345875745643e-05 4.4554504774415213e-05 -3.1659895763301326e-05 -3.4318154121137923e-05 1.4373269056834813e-05 2.9800936788567067e-05 -7.2312021038669635e-05 6.9381742497915357e-05 0.00011449809360783547 -1.9743015931256911e-05 -1.7351559038685922e-06 -6.2785667360003579e-05 5.8458707909184433e-06 3.7829286628721097e-05 6.5403050526087597e-05 -3.244042489995991e-05 -6.4160852729227855e-05 -3.0069191678450127e-05 4.7507927505146909e-05 -4.9206233261092736e-05 -9.3360005848808214e-05 -4.8285270626682023e-05 6.818678687393133e-05 0.00015721348754595967 -5.1526903206693188e-05 3.7944136486961125e-05 -7.8677862120457582e-06 -2.6279119168236796e-07 -4.4000010320115299e-05 5.3460290586198909e-05
leaf_weight=20 25 24 27 20 21 34 20 22 20 37 26 20 22 24 22 24 21 24 29 27 21 23 21 20 21 30 40 2389 26 21
leaf_count=20 25 24 27 20 21 34 20 22 20 37 26 20 22 24 22 24 21 24 29 27 21 23 21 20 21 30 40 2389 26 21
internal_value=0 2.24339e-07 -1.21428e-07 1.57765e-07 3.85329e-07 6.4169e-07 3.07993e-07 1.27561e-05 6.61319e-07 1.82453e-05 4.8801e-05 -2.38744e-07 -2.68358e-05 1.59643e-07 -1.65563e-07 2.1376e-07 -2.48938e-05 -3.14283e-07 -4.9009e-08 -5.66903e-07 -6.87003e-08 2.28743e-07 1.54064e-05 5.63569e-05 8.32994e-06 -1.24939e-05 -3.72995e-05 -7.15618e-07 -2.66479e-07 2.05335e-07
internal_weight=0 3101 3077 3050 3030 3005 2971 125 103 83 46 2846 42 2804 2780 2738 42 2716 2692 2663 2636 2612 153 62 42 91 61 2459 2436 2410
internal_count=3121 3101 3077 3050 3030 3005 2971 125 103 83 46 2846 42 2804 2780 2738 42 2716 2692 2663 2636 2612 153 62 42 91 61 2459 2436 2410
is_linear=0
shrinkage=0.1


Tree=4104
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1213 1211 1211 12 4 10 4 2 12 9 45 0 0 52 1 43 16 160 0 12 0 49 1 151 2 4 1
split_gain=2.18359e-06 1.43826e-05 8.40872e-06 2.02426e-06 3.26101e-06 4.29917e-06 1.96676e-06 3.62849e-06 2.46188e-06 1.19276e-05 2.39754e-05 1.59971e-05 3.12685e-06 2.77746e-06 2.63334e-06 9.34775e-06 7.84159e-06 1.52447e-05 1.40637e-05 1.27333e-05 1.67677e-05 5.98055e-06 5.65782e-06 1.15449e-05 6.68806e-06 1.03405e-05 7.82898e-06 6.1746e-06 3.37196e-06 4.36542e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.51370000000000016 0.11986000000000001 0.10904000000000001 0.23631000000000002 0.63113500000000011 -0.011559999999999999 0.053180000000000012 -0.013254999999999998 -0.07415999999999999 0.08925000000000001 0.094030000000000016 -0.14226499999999997 -0.14723999999999998 -0.080114999999999978 0.089175000000000018 -1.0000000180025095e-35 -0.004174999999999999 0.096485000000000015 -0.14051499999999997 0.089085000000000011 -0.15350499999999997 -0.046979999999999987 0.10920500000000001 -0.030624999999999996 0.12198500000000001 0.59999500000000017 0.13927000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 9 10 -3 -11 13 14 15 16 17 -10 -19 20 22 -16 23 24 -18 26 -26 -27 29 -23
right_child=1 3 -4 -5 -6 -7 -8 -9 12 11 -12 -13 -14 -15 21 -17 19 18 -20 -21 -22 28 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-2.1646381505841831e-06 8.3189475550343996e-05 -0.00013407532542260016 -6.0786750006107991e-05 3.1833585198910446e-05 -3.1344977210348147e-05 3.7308770069719162e-05 -2.9259078616197928e-05 3.8818358461867319e-05 2.6687298633342221e-05 -3.2764417354750701e-05 1.8199573007124759e-06 8.6747733041106373e-05 2.8459771425705422e-05 -2.7650313101427554e-05 -4.9533406912814826e-05 5.8354361702667496e-05 -4.2315378267024546e-05 -7.4454741979934625e-06 -0.00012603611749455014 8.8355109255644493e-05 7.952689236565046e-05 -9.875660129384241e-08 4.341583159884977e-05 -7.5297383651559354e-05 8.9264098605781341e-05 1.1820265281130561e-05 1.1967620124371599e-05 -6.675834469206165e-05 3.5452654488975757e-05 -3.0285571060352488e-05
leaf_weight=194 21 20 28 20 33 31 23 24 31 24 37 21 39 36 25 34 30 20 20 20 26 2146 20 25 20 20 38 20 26 49
leaf_count=194 21 20 28 20 33 31 23 24 31 24 37 21 39 36 25 34 30 20 20 20 26 2146 20 25 20 20 38 20 26 49
internal_value=0 7.31967e-07 -9.55842e-06 1.30296e-07 -9.156e-08 2.73524e-07 -1.37389e-07 1.04328e-07 -2.33909e-07 -1.54785e-05 -4.58626e-05 2.30079e-05 3.53975e-07 -6.66413e-08 3.19745e-07 8.74764e-06 2.93168e-06 -2.59482e-05 -6.67408e-05 1.22946e-05 4.6503e-06 -8.96033e-07 -6.60283e-06 -1.31412e-05 -1.00134e-06 1.16458e-05 3.86216e-05 -2.7469e-05 -3.48562e-07 -7.72631e-07
internal_weight=0 2899 222 2878 2858 2825 2794 2771 2747 102 57 45 2645 2606 2570 324 290 71 40 219 199 2246 173 153 128 98 58 40 2221 2195
internal_count=3121 2899 222 2878 2858 2825 2794 2771 2747 102 57 45 2645 2606 2570 324 290 71 40 219 199 2246 173 153 128 98 58 40 2221 2195
is_linear=0
shrinkage=0.1


Tree=4105
num_leaves=31
num_cat=0
split_feature=130 12 0 105 34 97 33 43 45 142 11 156 3 52 1 11 52 11 51 147 147 16 4 133 402 133 12 15 42 151
split_gain=2.02572e-06 4.74692e-06 1.86259e-06 1.93856e-06 4.78518e-06 2.03174e-05 8.59867e-06 6.5339e-06 2.60603e-06 2.35695e-06 2.28188e-06 3.00628e-06 3.43305e-06 6.78291e-06 7.22158e-06 5.65905e-06 4.61346e-06 3.64463e-06 9.24417e-06 2.50657e-06 4.97683e-06 3.11661e-06 2.05028e-05 6.79508e-06 4.91351e-06 6.68372e-06 5.27166e-06 1.90532e-05 7.17754e-06 5.16357e-06
threshold=-0.23647499999999996 0.23631000000000002 0.22582000000000002 1.0000000180025095e-35 -0.057544999999999992 -0.079444999999999988 -1.0000000180025095e-35 -0.081779999999999978 0.094030000000000016 -1.0000000180025095e-35 0.10221500000000001 0.3248100000000001 -0.16726499999999997 0.024145000000000003 0.10325000000000002 0.083010000000000014 -0.55692499999999978 0.076560000000000003 0.078435000000000019 0.099730000000000027 0.093875000000000014 -0.18708499999999997 0.042705000000000007 -0.54656499999999986 0.095140000000000016 -0.023589999999999996 0.088435000000000014 -0.03241999999999999 0.090395000000000017 -0.091299999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -6 -2 9 -8 11 12 13 14 -11 17 -16 19 -19 20 21 22 -14 -23 25 -24 27 29 -28 -27
right_child=1 -3 -4 -5 6 -7 8 -9 -10 10 -12 -13 15 -15 16 -17 -18 18 -20 -21 -22 23 24 -25 -26 26 28 -29 -30 -31
leaf_value=-3.1723313568363665e-05 1.6516422942264137e-05 4.6490482548671774e-05 -3.054395921935793e-05 -2.7116659755567807e-05 -6.569485492946114e-05 9.9186371597170375e-05 3.2309808326001239e-05 -5.5133986379587447e-05 -2.7026045236198114e-05 -3.0120367891333231e-05 2.8578237444370257e-05 -3.8743142431485468e-05 -0.00010783061503389036 7.0304251657944398e-05 6.2562587212912899e-05 -3.8338964644096384e-05 2.1182354560421248e-06 7.1529081196786137e-05 -1.4535940590576503e-05 3.238931161357196e-05 -4.609595240860169e-05 -5.3202539034511738e-05 4.33255960656838e-05 1.4256334483081082e-06 -4.506415512878448e-05 -4.1485559449938592e-05 4.6504828558107352e-05 -9.9139014555080598e-05 -2.1681800996457941e-05 1.0267540346831083e-05
leaf_weight=20 35 22 20 26 20 25 23 20 35 34 28 20 20 20 23 39 28 24 26 23 24 23 33 2276 25 24 38 23 26 98
leaf_count=20 35 22 20 26 20 25 23 20 35 34 28 20 20 20 23 39 28 24 26 23 24 23 33 2276 25 24 38 23 26 98
internal_value=0 2.04596e-07 -1.26125e-07 7.27494e-08 3.05827e-07 2.44382e-05 -3.47945e-07 -9.53827e-06 9.7653e-08 4.25234e-07 1.70157e-07 -1.09234e-07 1.64087e-07 1.79071e-05 5.57832e-06 -5.20341e-07 2.93775e-05 2.93893e-08 2.67753e-05 -4.78508e-07 -7.68148e-07 -3.47472e-07 -1.0173e-05 8.79114e-07 -2.85781e-06 1.50235e-06 -5.10132e-06 -1.56526e-05 1.8804e-05 8.66027e-08
internal_weight=0 3101 3079 3059 3033 80 2953 55 2933 2898 2875 2847 2827 105 85 2722 51 2683 50 2633 2610 2586 287 2299 267 242 209 145 64 122
internal_count=3121 3101 3079 3059 3033 80 2953 55 2933 2898 2875 2847 2827 105 85 2722 51 2683 50 2633 2610 2586 287 2299 267 242 209 145 64 122
is_linear=0
shrinkage=0.1


Tree=4106
num_leaves=31
num_cat=0
split_feature=12 130 421 9 12 10 2 2 15 132 1186 394 1203 50 0 1 1 2 52 48 150 147 0 447 483 0 15 15 42 15
split_gain=2.1756e-06 3.43067e-06 1.97957e-06 4.0822e-06 7.63628e-06 6.4876e-06 1.50956e-05 6.10235e-06 2.36384e-06 2.0032e-06 5.82433e-05 2.83506e-05 6.64443e-06 2.09082e-06 1.99059e-06 1.05763e-05 9.02141e-06 1.20657e-05 9.45313e-06 1.16887e-05 2.24638e-05 5.31364e-06 4.40145e-06 2.95269e-06 3.02827e-06 3.05432e-06 1.89732e-05 5.10406e-05 1.57073e-05 1.1315e-05
threshold=0.23631000000000002 -0.22461999999999996 -1.0000000180025095e-35 0.092890000000000014 -0.015429999999999998 0.053330000000000009 -0.15339499999999998 -0.080614999999999978 -0.56020999999999987 -0.083284999999999984 0.0044650000000000011 0.10969000000000002 0.087075000000000014 0.093975000000000017 -0.15599999999999997 0.082005000000000008 0.086105000000000015 0.089885000000000007 -0.080114999999999978 -0.072824999999999987 0.097210000000000005 0.094075000000000006 -0.20211999999999997 0.086765000000000023 -0.47356499999999996 -0.11173999999999999 -0.015039999999999998 0.083195000000000005 0.087550000000000017 -0.083359999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 7 -7 -4 -9 10 12 14 13 -10 15 -11 -17 -18 -19 -20 22 23 -21 24 -16 26 28 -28 29 -26
right_child=-2 2 3 4 -6 6 -8 8 9 11 -12 -13 -14 -15 21 16 17 18 19 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=3.5717583078722881e-05 -3.0642157996582054e-05 -3.1442736308235908e-05 4.0062502586423715e-05 -1.0654335450713658e-05 7.5684893386096522e-05 2.0618545477191219e-05 -9.9284432698845036e-05 -3.2925860482051085e-05 3.6675460962499458e-06 6.9197169677164105e-05 0.00017173833439301236 -0.00011381419985396365 -5.6798532932589302e-05 -3.0064669131423303e-05 -3.8389933234568509e-05 -5.3531129354339034e-05 7.7022672540687904e-05 -5.9737285008178219e-05 -4.8740952871202567e-05 -2.0381482770572779e-05 0.00012089891104551498 -4.7458694166380158e-05 3.0023610658342175e-05 2.9535036025084663e-05 5.9593571052118936e-06 9.5040457614297283e-07 -0.00016584617338384516 1.0877118130152171e-05 -6.9749852010990364e-05 7.7609003400775018e-05
leaf_weight=27 23 20 38 21 20 21 21 22 147 26 20 22 24 21 21 26 23 23 26 41 20 24 30 33 120 2141 26 44 23 27
leaf_count=27 23 20 38 21 20 21 21 22 147 26 20 22 24 21 21 26 23 23 26 41 20 24 30 33 120 2141 26 44 23 27
internal_value=0 2.27505e-07 -8.45215e-08 1.21039e-07 3.14624e-05 -3.0587e-07 -3.93329e-05 2.464e-07 -2.69986e-07 -2.29333e-08 9.33667e-06 -7.58926e-07 -7.58017e-06 -5.48981e-07 1.71223e-07 9.39843e-06 1.17215e-06 9.89782e-06 -1.12983e-06 1.03913e-05 2.72862e-05 -6.35548e-07 9.16444e-07 -1.74047e-07 -5.82207e-07 -2.48749e-07 -1.09462e-05 -5.4763e-05 7.096e-06 1.91195e-05
internal_weight=0 3098 3071 3051 41 3010 42 2968 2930 2908 212 2696 192 168 2674 215 189 163 140 117 91 2459 71 2435 2402 2381 240 70 170 147
internal_count=3121 3098 3071 3051 41 3010 42 2968 2930 2908 212 2696 192 168 2674 215 189 163 140 117 91 2459 71 2435 2402 2381 240 70 170 147
is_linear=0
shrinkage=0.1


Tree=4107
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 12 0 400 42 394 130 16 9 3 33 9 4 4 11 45 1456 3 154 157 1429 1419 1419 49 1420 16 475
split_gain=2.07732e-06 1.25285e-05 6.64759e-06 2.05503e-06 4.39621e-06 1.93514e-06 3.23172e-06 2.57271e-06 4.4416e-06 4.26676e-06 2.14555e-06 1.92348e-06 2.65704e-05 1.04197e-05 5.03307e-06 1.82621e-06 3.46183e-06 3.34957e-06 2.23914e-06 3.61276e-06 5.48256e-06 2.68024e-06 5.5939e-06 5.12297e-06 2.98641e-06 2.59591e-06 9.23967e-06 3.73321e-06 2.38358e-06 6.41305e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23647499999999996 0.23631000000000002 -0.098289999999999975 0.11741500000000001 -0.018024999999999996 -0.021004999999999996 0.085870000000000016 -0.08231999999999999 0.092235000000000011 -0.012939999999999998 -0.018454999999999996 0.086220000000000005 0.62931500000000018 0.59999500000000017 -1.0000000180025095e-35 0.084355000000000013 0.11585000000000002 -0.077104999999999993 0.084190000000000001 0.63604500000000008 0.11475 0.10120500000000002 0.086505000000000012 0.08610000000000001 -0.079539999999999986 0.63636000000000015 0.12518500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 11 -1 7 9 -9 -7 -11 13 -13 -5 15 16 17 -15 19 21 -21 22 23 24 25 27 -27 -19 29 -29
right_child=1 3 -4 4 -6 6 -8 8 -10 10 -12 12 -14 14 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-2.7067004943351745e-05 7.7673395693030533e-05 -3.1790933544471042e-05 -5.4871773084284676e-05 7.2288586889044385e-05 4.4905650454232025e-05 -4.2776708677951268e-05 3.9051520816428819e-05 -1.8549248030315844e-05 3.916732067106447e-05 2.4363612756133079e-05 -1.4227397781830994e-05 -8.4742854163845621e-05 6.7329667890589912e-05 -4.0659536552993812e-05 -5.0134482917201248e-05 -2.5666392893644689e-05 3.6098689317306576e-05 -3.5655112157561738e-05 2.2789747175589915e-05 8.8427747141395239e-06 -6.3499162148549331e-05 3.6981154967179467e-05 -5.2448683127295233e-05 4.0404255206283326e-05 -3.6543226451613008e-05 -1.3587116323573616e-05 7.5405698225949891e-05 3.1362941527450922e-07 -2.6672529980942275e-05 5.581991530821792e-05
leaf_weight=28 21 20 28 20 22 33 20 24 30 25 34 27 20 20 20 27 27 29 44 20 22 20 20 32 22 28 20 2365 32 21
leaf_count=28 21 20 28 20 22 33 20 24 30 25 34 27 20 20 20 27 27 29 44 20 22 20 20 32 22 28 20 2365 32 21
internal_value=0 7.1394e-07 -9.32293e-06 1.52387e-07 3.75923e-07 -2.74887e-06 1.35298e-06 -3.8112e-06 1.35155e-05 -1.39812e-05 2.12473e-06 3.04881e-08 -2.00311e-05 3.68565e-07 -1.50901e-07 2.12749e-07 4.69448e-07 1.12495e-07 4.17333e-07 4.31835e-08 -2.90506e-05 5.15157e-07 2.31265e-07 6.44603e-07 1.39117e-07 4.62568e-07 2.34932e-05 1.0802e-08 4.38557e-07 8.02159e-07
internal_weight=0 2899 222 2878 2858 194 166 146 54 92 59 2836 47 2789 2769 2749 2722 2695 2675 2631 42 2589 2569 2549 2517 2495 48 2447 2418 2386
internal_count=3121 2899 222 2878 2858 194 166 146 54 92 59 2836 47 2789 2769 2749 2722 2695 2675 2631 42 2589 2569 2549 2517 2495 48 2447 2418 2386
is_linear=0
shrinkage=0.1


Tree=4108
num_leaves=31
num_cat=0
split_feature=12 130 402 1212 401 1209 16 1209 401 402 402 402 391 129 402 1204 1186 13 1185 1212 1211 1211 401 402 402 1212 1210 133 1213 1213
split_gain=2.33356e-06 3.19661e-06 1.80981e-06 2.74606e-06 2.13336e-06 2.93091e-06 1.52034e-05 8.21353e-06 2.56659e-06 3.74541e-06 5.68698e-06 5.20803e-06 8.7701e-06 5.04102e-06 3.33721e-06 2.85498e-06 4.29306e-06 1.7992e-05 8.19698e-06 2.65096e-06 3.6107e-06 1.36043e-05 3.41826e-06 1.29879e-05 4.52279e-06 4.20056e-06 2.14489e-05 1.27074e-05 6.45354e-06 4.85834e-06
threshold=0.23631000000000002 -0.22562499999999999 0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.084519999999999984 -0.08231999999999999 -0.069599999999999981 0.11602000000000001 0.11522000000000002 0.11174500000000002 0.10708500000000001 -0.088134999999999977 -0.075474999999999987 0.10126500000000001 0.053645000000000005 0.057025000000000006 -0.0082249999999999979 -0.091084999999999985 0.13592000000000001 0.10904000000000001 0.11671000000000002 -1.0000000180025095e-35 -0.45015499999999992 -0.42321999999999993 -0.08867499999999999 -0.099939999999999987 -0.14292499999999997 -0.092319999999999985 -0.086394999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -7 9 10 11 12 -9 -14 15 16 18 -18 -15 20 22 -22 23 -20 -24 27 -27 -26 -28 -30
right_child=-2 2 -4 -5 -6 7 -8 8 -10 -11 -12 -13 13 14 -16 -17 17 -19 19 -21 21 -23 24 -25 25 26 28 -29 29 -31
leaf_value=3.5849143932864537e-05 -3.1735045436305333e-05 2.2217809708990901e-05 2.9202075763480809e-05 -3.629223082541666e-05 2.9690361164587859e-05 5.9712649121850171e-05 -8.3071518990133575e-05 -6.638410318828392e-05 -2.6816618708380704e-05 3.1662113473725482e-05 -4.9884185579645901e-05 4.1486756842156562e-05 4.5705481693403274e-05 5.9777241562108465e-05 -4.0035935862328014e-05 3.671066029450491e-05 -9.2672023747581995e-05 1.3563092240722407e-05 -8.9012216631090271e-05 -3.6450396355576234e-05 9.0434076519159141e-05 -1.6772702549823064e-05 3.8066945055634868e-05 1.3713915511148756e-05 -2.4589263158958374e-05 -0.00010152281063797308 4.1421502754855212e-05 8.8138017727033006e-05 -3.7647845622684276e-05 -1.1293915178872552e-07
leaf_weight=25 23 32 21 21 24 23 24 20 36 37 23 30 24 23 21 21 25 44 20 20 20 29 31 32 20 21 37 20 35 2339
leaf_count=25 23 32 21 21 24 23 24 20 36 37 23 30 24 23 21 21 25 44 20 20 20 29 31 32 20 21 37 20 35 2339
internal_value=0 2.35597e-07 -5.41325e-08 -2.55437e-07 -5.75914e-09 -2.42775e-07 -2.29062e-05 1.873e-07 -2.80283e-07 5.00447e-08 -3.59639e-07 4.25732e-08 -4.01155e-07 7.32015e-08 -3.23889e-07 -1.91926e-08 -3.03186e-07 -2.49279e-05 3.38712e-07 -1.82281e-07 9.62757e-08 2.69852e-05 -4.19402e-07 -2.57961e-05 1.07802e-07 -3.68223e-07 -8.96884e-07 3.17744e-05 -2.04246e-08 -6.66318e-07
internal_weight=0 3098 3073 3052 3031 3007 56 2951 2928 2892 2855 2832 2802 2782 2758 2737 2716 69 2647 2624 2604 49 2555 52 2503 2472 2432 40 2411 2374
internal_count=3121 3098 3073 3052 3031 3007 56 2951 2928 2892 2855 2832 2802 2782 2758 2737 2716 69 2647 2624 2604 49 2555 52 2503 2472 2432 40 2411 2374
is_linear=0
shrinkage=0.1


Tree=4109
num_leaves=31
num_cat=0
split_feature=130 10 48 40 40 40 34 34 97 9 10 2 16 48 45 0 0 12 51 3 0 151 151 48 0 16 16 15 133 12
split_gain=2.04306e-06 4.37014e-06 7.71694e-06 6.53514e-06 3.15525e-06 5.93014e-06 3.50942e-06 5.75319e-06 1.58008e-05 8.30361e-06 1.06772e-05 4.90908e-06 1.00775e-05 2.8269e-06 2.22016e-06 2.68998e-06 8.66679e-06 1.08739e-05 7.42211e-06 8.94141e-06 2.27118e-05 7.91375e-06 1.12107e-05 9.36524e-06 5.10323e-06 4.52761e-06 4.47684e-06 6.65566e-06 6.46597e-06 4.26228e-06
threshold=-0.23647499999999996 -0.38124499999999995 0.086665000000000006 -0.24134999999999998 -0.085734999999999992 -0.08440499999999998 -0.112215 -0.057544999999999992 -0.082154999999999992 0.091905000000000014 0.09820000000000001 -1.0000000180025095e-35 -0.056919999999999991 0.085485000000000019 0.094030000000000016 -0.14226499999999997 -0.14920999999999998 0.078300000000000008 -0.10316499999999999 0.088060000000000013 -0.20211999999999997 -0.080284999999999981 -0.0096649999999999982 0.090225000000000014 -0.14051499999999997 -0.5224049999999999 -0.42170999999999997 -0.03241999999999999 0.032270000000000007 0.085250000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 13 -6 -7 8 -8 11 -11 12 -9 -5 15 16 18 -18 -13 20 -20 -21 -23 -24 -17 -26 27 28 -27 -22
right_child=1 3 -4 4 5 6 7 9 -10 10 -12 14 -14 -15 -16 24 17 -19 19 21 29 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-3.1858834381637281e-05 7.7092353903935874e-05 -5.5822364049076687e-05 -9.7016955675956398e-06 3.9933737399051839e-05 -5.3250882809238865e-05 -3.8832310909366127e-05 -1.7503057109745991e-05 -1.0108388323715189e-05 9.0981539338827141e-05 -9.4841545675687181e-05 4.8461780600270939e-06 -5.4557336410322355e-05 8.6004381692816878e-05 -5.3319696731209253e-06 -2.5112525752319928e-05 -4.5842762730899272e-05 7.5387261036714923e-05 -1.4276615062650913e-05 0.00012358265936200042 2.9791485338351136e-05 2.471445956734897e-05 -8.7207189378956263e-05 -2.937899002098185e-05 5.1141974872734862e-05 4.0291486705730979e-05 -3.4811527298838229e-05 -8.8851227243826225e-08 -7.4150726813968507e-05 3.2579690317409891e-05 -1.9716479298375293e-05
leaf_weight=20 20 21 21 37 21 23 29 24 25 21 22 22 20 22 35 25 38 21 20 34 50 23 52 20 27 35 2311 20 24 38
leaf_count=20 20 21 21 37 21 23 29 24 25 21 22 22 20 22 35 25 38 21 20 34 50 23 52 20 27 35 2311 20 24 38
internal_value=0 2.05466e-07 3.26369e-05 -2.29073e-07 1.55086e-07 -2.98301e-07 7.75029e-08 3.82314e-07 3.27213e-05 -2.23621e-07 -4.38385e-05 4.36978e-07 3.35792e-05 2.3055e-05 -8.47604e-08 2.32621e-07 8.88388e-06 4.3473e-05 1.0045e-06 6.16214e-06 2.73903e-05 -1.16103e-05 -2.64277e-05 -7.01206e-06 -8.93956e-07 -4.29032e-07 -8.89055e-07 -2.42975e-05 -7.39815e-06 5.52837e-06
internal_weight=0 3101 41 3060 3039 2980 2959 2936 54 2882 43 2839 44 59 2795 2760 318 59 259 237 108 129 95 72 2442 2417 2390 79 59 88
internal_count=3121 3101 41 3060 3039 2980 2959 2936 54 2882 43 2839 44 59 2795 2760 318 59 259 237 108 129 95 72 2442 2417 2390 79 59 88
is_linear=0
shrinkage=0.1


Tree=4110
num_leaves=31
num_cat=0
split_feature=1452 1452 159 3 158 482 482 1 482 0 482 483 1366 52 4 9 97 9 45 11 1 147 16 2 9 10 150 447 150 1375
split_gain=1.80311e-06 2.43501e-06 2.3744e-06 5.50434e-06 4.9024e-06 3.10329e-06 6.79057e-06 1.28767e-05 8.36149e-06 1.46511e-05 9.84574e-06 6.02336e-06 2.73877e-06 3.47126e-06 3.47094e-06 2.69699e-06 5.67362e-06 4.63445e-06 3.78664e-06 7.4638e-06 2.90319e-06 6.94114e-06 6.32248e-06 4.54289e-06 4.00614e-06 6.34125e-06 3.9051e-06 4.51964e-06 4.56446e-06 4.45696e-06
threshold=0.11769000000000002 0.10669000000000002 -0.47354999999999997 -0.078584999999999988 -0.46695499999999995 0.11117500000000001 0.098465000000000011 0.16540500000000002 0.089605000000000018 -0.071719999999999992 0.087425000000000017 0.11634500000000002 -0.079979999999999982 0.55608500000000005 0.0037800000000000004 -0.08619499999999998 -0.084639999999999979 -0.036024999999999995 0.094030000000000016 -1.0000000180025095e-35 0.13686500000000004 0.099730000000000027 -0.43320999999999993 0.15109000000000003 0.091905000000000014 -0.0093599999999999985 0.12640500000000002 0.089635000000000006 0.10980500000000001 -0.084629999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 8 10 -10 12 -7 14 15 -6 16 -14 -17 19 -19 21 23 -22 24 25 -21 27 28 29 -27
right_child=-2 -3 4 -5 5 11 -8 -9 9 -11 -12 -13 13 -15 -16 17 -18 18 -20 20 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-7.7816309385525539e-06 2.5262408228497535e-05 -3.3379073184650309e-05 -3.9896875850606578e-05 6.1998218789085521e-05 -1.7888274524011649e-06 6.2229809713165227e-05 -4.848649870743022e-05 7.1603401898755688e-05 -1.1210922894934884e-06 -0.00010735350919986787 6.692588389837924e-05 -8.6799699201947084e-06 -1.2992893389309756e-05 -4.1142162288971514e-05 5.2672826719076104e-05 -3.7403006787345108e-05 6.1428441477757938e-05 6.0975128508289349e-05 -3.8984807477390858e-05 5.5301297479239848e-05 -6.4628924176510986e-05 4.5152261699352981e-05 -2.7273392609486386e-06 -3.6640846783216952e-05 -3.8145068403402417e-05 3.1359255621796566e-05 -3.8434230481680763e-05 3.5209970352494768e-05 -3.4860018215998e-05 -8.1089189939370712e-08
leaf_weight=26 28 22 31 20 25 23 29 25 37 20 22 25 20 21 22 34 21 20 25 21 22 34 66 34 27 46 26 37 37 2275
leaf_count=26 28 22 31 20 25 23 29 25 37 20 22 25 20 21 22 34 21 20 25 21 22 34 66 34 27 46 26 37 37 2275
internal_value=0 -2.2869e-07 8.79197e-09 2.25574e-05 -3.34096e-07 7.55382e-08 -3.35412e-07 1.43292e-07 -4.74447e-07 -3.83956e-05 2.87989e-07 2.52976e-05 -2.33175e-07 -6.39914e-07 2.37039e-05 -3.30061e-07 2.51254e-05 -7.16034e-07 -2.48859e-07 1.17265e-07 -3.46414e-07 2.72962e-07 -1.82027e-05 -3.36665e-07 1.63271e-07 5.86828e-07 1.12229e-07 5.30687e-07 -1.34745e-08 5.42028e-07
internal_weight=0 3093 3071 46 3025 2994 2946 2917 2892 57 2835 48 2813 2766 47 2745 41 2704 2670 2645 2625 2537 88 2503 2469 2442 2421 2395 2358 2321
internal_count=3121 3093 3071 46 3025 2994 2946 2917 2892 57 2835 48 2813 2766 47 2745 41 2704 2670 2645 2625 2537 88 2503 2469 2442 2421 2395 2358 2321
is_linear=0
shrinkage=0.1


Tree=4111
num_leaves=31
num_cat=0
split_feature=105 34 30 33 97 9 44 1429 156 1429 15 480 43 2 49 15 1452 130 121 52 52 0 52 52 401 402 4 42 16 15
split_gain=1.92383e-06 3.93182e-06 1.83051e-05 8.13141e-06 3.99438e-06 2.77255e-06 1.97089e-06 4.36051e-06 4.95165e-06 2.76802e-06 2.02514e-06 6.11004e-06 4.50533e-06 6.48318e-06 4.26591e-06 3.10631e-06 3.54784e-06 2.80937e-06 4.35927e-06 3.17665e-06 8.91492e-06 2.02494e-05 1.00845e-05 1.16167e-05 1.00256e-05 9.55396e-06 7.0507e-06 1.77559e-05 2.88933e-05 1.63468e-05
threshold=1.0000000180025095e-35 -0.057544999999999992 0.085875000000000021 -1.0000000180025095e-35 -0.084639999999999979 -0.084244999999999987 0.084760000000000016 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.12044500000000001 0.11704500000000002 -0.064334999999999989 0.10381000000000001 -0.032624999999999994 0.11728000000000001 -0.069739999999999983 -0.22562499999999999 -0.081149999999999986 0.091275000000000009 0.10160000000000001 -0.070499999999999993 0.10611000000000001 0.11008000000000001 1.0000000180025095e-35 -0.44724499999999995 -0.023539999999999995 0.090545000000000014 -0.039889999999999988 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -6 7 -5 9 -9 11 15 13 -12 -14 16 -11 -18 -19 -20 21 -21 -22 -24 25 -25 27 28 -27 -30
right_child=-2 3 4 6 5 -7 -8 8 -10 10 12 -13 14 -15 -16 -17 17 18 19 20 22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=0.00010503723120564246 -2.5201426882025166e-05 -6.3894809936755341e-05 -4.0451230112618464e-05 -4.6756309020565821e-05 3.9826794795772004e-05 -1.2197595303102086e-05 2.1855144055601757e-05 -3.2114585978130593e-05 4.9683536344673493e-05 -3.3022637015881521e-05 6.0817991898682734e-05 -4.8747162145446056e-05 2.632322980739096e-05 -9.8505490140745509e-06 -2.5969738898404618e-05 2.8737883454792808e-05 -3.3396200233255517e-05 4.2709097730645835e-05 1.6766564795450953e-06 -7.1118033902875347e-06 5.0033250047615894e-05 -0.00010775758149369115 -7.12255809630733e-05 -6.9643229289795277e-05 5.1815712416128285e-05 -9.3163160578114921e-05 -1.204216387377868e-05 9.1307622866364767e-05 0.0001033262331475271 -6.6778846043494668e-06
leaf_weight=20 30 20 21 20 20 21 41 27 20 33 34 26 26 21 39 37 25 24 2074 77 36 27 25 22 33 25 214 26 22 35
leaf_count=20 30 20 21 20 20 21 41 27 20 33 34 26 26 21 39 37 25 24 2074 77 36 27 25 22 33 25 214 26 22 35
internal_value=0 2.44594e-07 2.18495e-05 -3.44172e-07 -4.98531e-06 1.31802e-05 8.10579e-08 -2.2177e-07 9.60885e-08 -2.44953e-07 5.3721e-08 -4.99009e-07 1.27711e-05 3.38355e-05 -5.05255e-06 -4.03429e-08 -4.35004e-07 -3.14793e-08 2.84474e-07 -1.04742e-07 -6.92139e-06 -3.3241e-05 -6.71981e-07 -5.21275e-06 -8.35239e-07 -5.88606e-06 -1.52998e-06 1.92997e-05 -3.53205e-06 3.57798e-05
internal_weight=0 3091 82 3009 62 41 2989 2948 2928 2908 2881 2761 120 55 65 2735 2698 2665 2640 2616 542 104 438 402 377 344 322 108 82 57
internal_count=3121 3091 82 3009 62 41 2989 2948 2928 2908 2881 2761 120 55 65 2735 2698 2665 2640 2616 542 104 438 402 377 344 322 108 82 57
is_linear=0
shrinkage=0.1


Tree=4112
num_leaves=31
num_cat=0
split_feature=401 401 402 1210 401 1211 15 1200 1203 400 1203 403 401 401 1210 12 12 52 12 1210 1210 1209 3 3 3 3 3 4 403 15
split_gain=1.93789e-06 3.00066e-06 5.65136e-06 4.54184e-06 2.28476e-06 3.15495e-06 8.35169e-06 2.74974e-06 8.38287e-06 1.63053e-05 3.58403e-06 2.44575e-06 7.46072e-06 3.03419e-06 2.75701e-06 2.26576e-05 2.58611e-05 1.8355e-05 1.65976e-05 5.02515e-06 7.94642e-06 5.4043e-06 2.50954e-06 7.51746e-06 6.70521e-06 1.92925e-05 1.58645e-05 1.43789e-05 1.36078e-05 1.32647e-05
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 -0.099524999999999988 0.11048500000000001 0.089740000000000014 0.089190000000000005 0.088820000000000024 -0.08131999999999999 0.087075000000000014 0.62200000000000011 0.13607500000000003 0.12006000000000001 -0.05860499999999999 0.085440000000000016 0.087765000000000024 0.090245000000000006 0.092465000000000006 -0.011179999999999997 -0.00046999999999999993 0.091045000000000001 -0.094299999999999981 -0.096099999999999977 -0.086424999999999988 -0.086049999999999988 -0.085709999999999995 -0.0096849999999999974 -0.42244999999999994 0.087260000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 -7 8 10 -10 11 12 13 14 15 -6 -17 18 -18 -16 -21 22 23 -22 27 -26 -27 29 -28 -24
right_child=1 2 3 -5 5 6 -8 -9 9 -11 -12 -13 -14 -15 19 16 17 -19 -20 20 21 -23 24 -25 25 26 28 -29 -30 -31
leaf_value=3.102801830209501e-05 -3.6185673636045186e-05 4.1229103975858767e-05 -2.5105266602625736e-05 -4.7874705880985861e-05 -6.1567545526486359e-05 -1.114622040264434e-05 7.480744410713669e-05 3.3542427566620366e-05 -0.00010996355935276371 1.6199233227997044e-05 3.9511584651810826e-05 -3.0652525508510457e-05 5.4545194376260042e-05 -3.4329010727910479e-05 -4.4508425557628824e-05 0.00010847524759865888 1.9379068869870695e-05 8.3138113090667923e-05 -8.4310139643023908e-05 6.0939288864790879e-05 2.7973022926705089e-06 -5.2605182538627567e-05 1.2532659364834716e-05 5.3680722322174148e-05 7.7197330278977466e-05 -6.8796542253788661e-05 8.0186749359459759e-05 -6.2831285766959706e-05 -8.0165136762931643e-07 -4.0656610535734218e-05
leaf_weight=20 23 33 36 20 32 26 20 24 20 21 23 26 25 26 26 33 38 22 26 21 458 20 142 31 32 34 21 54 1718 70
leaf_count=20 23 33 36 20 32 26 20 24 20 21 23 26 25 26 26 33 38 22 26 21 458 20 142 31 32 34 21 54 1718 70
internal_value=0 -2.00118e-07 6.87797e-08 -3.77293e-07 -6.32603e-08 2.3835e-07 2.62249e-05 -1.67829e-07 -4.44994e-07 -4.53436e-05 1.94631e-07 -1.22108e-07 1.58483e-07 -3.2642e-07 -8.18119e-09 1.31318e-05 3.3219e-05 4.34162e-06 -2.27447e-05 -7.63467e-07 -3.26186e-07 -8.24858e-07 -4.20325e-07 6.02304e-06 -1.94172e-06 2.42613e-07 -1.1463e-06 -1.6764e-05 1.76357e-07 -5.02984e-06
internal_weight=0 3101 3078 3045 3025 2989 46 2943 2919 41 2878 2855 2829 2804 2778 151 119 86 64 2627 2601 2580 2560 489 2071 1805 1773 266 1739 212
internal_count=3121 3101 3078 3045 3025 2989 46 2943 2919 41 2878 2855 2829 2804 2778 151 119 86 64 2627 2601 2580 2560 489 2071 1805 1773 266 1739 212
is_linear=0
shrinkage=0.1


Tree=4113
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 48 132 15 2 130 13 1209 2 3 1208 1209 1209 401 1209 1210 130 1 3 1454 12 12 43 130 4 156
split_gain=2.08334e-06 5.29316e-05 3.2422e-05 1.10435e-05 2.37428e-06 2.47025e-06 2.5524e-06 2.88403e-06 2.69586e-06 2.8517e-06 2.12683e-06 2.11038e-06 8.42772e-06 8.00583e-06 7.43004e-06 4.31944e-06 5.16526e-06 3.75619e-06 3.63107e-06 3.5447e-06 2.4096e-06 5.36432e-06 2.39129e-06 7.54557e-06 6.71066e-06 3.70628e-05 3.52878e-05 9.52255e-06 8.015e-06 6.45286e-06
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.086035000000000014 -0.41127499999999995 -0.093959999999999988 0.085235000000000019 0.087020000000000014 -0.0093149999999999986 0.10521000000000001 0.094215000000000007 -0.082284999999999983 0.092250000000000013 -0.092099999999999987 -0.085894999999999985 0.13274500000000003 -0.069599999999999981 -0.094799999999999982 -0.23123999999999997 0.16540500000000002 -0.094874999999999987 0.11906000000000001 0.089300000000000004 0.092200000000000018 -0.096754999999999994 0.086260000000000017 -0.39518999999999993 0.11815500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -8 10 -10 -9 14 13 -13 15 -4 -17 18 -18 -20 -21 22 24 -24 27 26 -26 28 -22 -27
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leaf_value=3.4238350981468105e-05 -0.00012164580419432076 0.00015292076046614019 3.8620782037594777e-05 -7.7851467558502925e-05 3.212048024925891e-05 -3.5598985726080303e-05 -3.8975008756096941e-05 3.7973140327570341e-06 4.8784647160573515e-05 -2.3432180569216143e-06 -3.830208376484734e-05 3.1550345540216023e-05 6.236596638280809e-05 -5.586775245319586e-05 -6.0940722423765695e-05 -4.958077572934729e-05 3.3541593571003021e-05 -3.6910875146363483e-05 3.3250264993966998e-05 3.3506733355655642e-05 -4.1866329391066555e-05 -4.7562865620420784e-05 -8.864428074193557e-07 -6.1125186801378045e-05 7.0315824337913438e-06 7.3969063674457386e-06 0.00018632525955225625 -6.9258966323104684e-05 1.0815366834770567e-05 -4.0665196799884804e-05
leaf_weight=20 22 23 29 20 21 21 20 30 20 24 20 22 26 20 20 21 33 27 32 21 36 24 2121 21 21 182 23 22 146 33
leaf_count=20 22 23 29 20 21 21 20 30 20 24 20 22 26 20 20 21 33 27 32 21 36 24 2121 21 21 182 23 22 146 33
internal_value=0 9.40502e-06 -7.09757e-07 -7.43611e-06 5.65635e-07 -3.70954e-06 1.28806e-06 -4.49269e-06 2.84397e-06 2.08967e-05 -1.30424e-05 2.1406e-07 1.76216e-05 -1.00773e-05 -2.0689e-07 2.28166e-07 -1.74796e-07 2.03586e-07 5.72681e-07 1.67023e-07 -2.32473e-07 -5.01976e-07 -6.84015e-08 -1.47702e-06 6.44835e-06 1.71329e-05 0.000100753 -7.11687e-06 3.94812e-07 1.99324e-08
internal_weight=0 219 2902 196 176 155 134 114 94 44 50 2880 68 42 2812 2792 2763 2742 2715 2682 2650 2629 2605 2142 463 259 44 204 182 215
internal_count=3121 219 2902 196 176 155 134 114 94 44 50 2880 68 42 2812 2792 2763 2742 2715 2682 2650 2629 2605 2142 463 259 44 204 182 215
is_linear=0
shrinkage=0.1


Tree=4114
num_leaves=31
num_cat=0
split_feature=448 0 457 3 457 3 457 4 4 52 0 15 15 47 160 13 3 3 47 2 9 9 16 52 39 51 0 39 49 42
split_gain=1.82223e-06 6.27358e-06 2.07341e-06 2.79857e-06 1.57699e-05 9.85222e-06 6.04031e-06 5.62672e-06 1.2003e-05 5.27412e-06 9.92699e-06 4.32492e-06 5.86905e-06 6.19427e-06 5.08601e-06 3.17099e-06 3.64419e-06 2.05227e-05 1.71874e-05 2.81355e-05 1.0701e-05 1.40211e-05 8.84838e-06 3.03416e-05 2.04155e-05 6.57304e-06 4.93841e-06 4.88098e-06 3.4995e-06 7.53742e-06
threshold=0.068920000000000023 -0.26343999999999995 0.31508000000000008 0.090900000000000009 -0.065884999999999985 0.086245000000000016 0.069910000000000014 -0.059649999999999988 0.0049200000000000008 -0.23375999999999997 -0.070499999999999993 -0.43375999999999998 -0.016799999999999995 0.090100000000000013 -0.072884999999999991 -0.17933499999999997 -0.011549999999999998 -0.013929999999999998 0.094160000000000008 -0.045829999999999989 0.092235000000000011 0.085355000000000014 -0.056919999999999991 -0.037344999999999996 0.085330000000000003 -0.14283999999999999 -0.10011499999999998 0.086505000000000012 0.11645000000000001 0.09796500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 15 7 9 -9 -6 -11 14 13 -13 -10 -3 17 20 19 -18 21 28 24 25 -21 -24 -26 -27 -17 -30
right_child=-2 2 -4 4 6 -7 -8 8 11 10 -12 12 -14 -15 -16 16 18 -19 -20 22 -22 -23 23 -25 26 27 -28 -29 29 -31
leaf_value=4.3562861052729816e-05 -3.0087826598901304e-05 -3.7472262350923344e-05 -2.6884625022548476e-05 9.2655911499778514e-05 -2.4307408072369677e-05 -6.7690934619432408e-05 4.2497752356747008e-05 -7.4780987240417209e-05 5.5636806084496336e-06 8.4179361396230021e-05 5.0430695338553622e-06 6.197157240264993e-05 -3.3668100595605207e-05 -2.8413352508020275e-06 -5.7704649494401873e-05 9.17142365798754e-07 -0.00013416877231065883 8.1799564414693809e-05 6.7966661644428922e-05 7.5737254221828413e-05 -5.6639978417175978e-05 8.2048034770802283e-05 4.3021595502068521e-05 -0.00013375653205995069 -6.0000199862935746e-05 -5.8910646330332384e-05 -1.7183088316783513e-07 4.8661881010048095e-06 -2.9822831396758733e-05 2.416700442803891e-05
leaf_weight=33 20 23 29 21 24 22 34 27 27 23 51 29 20 30 24 2233 20 31 24 33 33 21 24 22 22 20 37 30 99 35
leaf_count=33 20 23 29 21 24 22 34 27 27 23 51 29 20 30 24 2233 20 31 24 33 33 21 24 22 22 20 37 30 99 35
internal_value=0 1.94058e-07 -2.72426e-07 -1.84756e-08 8.98528e-06 -1.04125e-06 2.90541e-06 -2.37357e-06 -1.41096e-05 1.6428e-05 2.96395e-05 -1.50861e-06 1.31465e-05 2.90159e-05 -2.42097e-05 -4.99587e-07 -1.82758e-07 9.50669e-07 -1.21619e-05 -2.14075e-05 -8.45712e-08 6.96973e-07 -9.41162e-06 -3.06495e-05 1.27496e-05 3.93255e-09 -2.24807e-05 -2.06445e-05 -2.47724e-08 -1.5721e-05
internal_weight=0 3101 3068 3039 310 2729 289 255 157 98 74 130 79 59 51 2707 2684 2452 232 208 2421 2388 188 96 92 74 59 50 2367 134
internal_count=3121 3101 3068 3039 310 2729 289 255 157 98 74 130 79 59 51 2707 2684 2452 232 208 2421 2388 188 96 92 74 59 50 2367 134
is_linear=0
shrinkage=0.1


Tree=4115
num_leaves=31
num_cat=0
split_feature=401 1210 1209 43 52 1209 1209 1210 1210 1210 42 3 130 43 403 12 12 2 15 132 2 1204 12 12 2 1419 130 160 12 49
split_gain=1.85237e-06 2.70431e-06 3.13459e-06 1.76589e-05 2.99887e-05 5.9315e-06 2.74067e-06 3.65876e-06 3.35561e-06 2.55068e-06 2.12087e-05 1.06238e-05 1.36968e-05 9.62703e-06 4.21293e-06 2.99463e-06 1.70732e-05 2.23604e-05 1.86356e-05 1.63957e-05 7.50199e-05 6.57477e-05 1.62848e-05 1.28598e-05 2.0439e-05 7.25733e-06 7.16217e-06 7.05504e-06 1.31716e-05 8.6311e-06
threshold=0.13837000000000002 0.24726500000000004 -0.084519999999999984 -0.0047449999999999992 0.084505000000000011 -0.069599999999999981 -0.025744999999999997 -0.38516499999999992 -0.099939999999999987 -0.00046999999999999993 0.086325000000000013 -0.082404999999999992 0.08610000000000001 -0.072864999999999985 -0.53255499999999989 0.09141500000000001 0.090165000000000009 0.073895000000000002 -0.047714999999999987 -0.083284999999999984 0.088555000000000009 -0.068659999999999985 0.091840000000000019 0.089570000000000025 0.088475000000000012 0.086505000000000012 0.096505000000000021 0.099315000000000014 0.087145000000000014 -0.070909999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -7 -8 -9 10 11 12 13 -10 -11 16 23 -18 -19 20 -17 -21 -23 25 -25 27 -22 -16 29 -29
right_child=-2 -3 5 -5 -6 6 7 8 9 14 -12 -13 -14 -15 15 19 17 18 -20 21 26 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=2.5511140265734869e-05 -2.9599744725384794e-05 3.1137538160562273e-05 4.9884659135083589e-05 5.4008359529689191e-05 -0.00014766125459573232 -3.6027050516297877e-05 4.2853311861108529e-05 -3.8109855434057585e-05 -2.8435421447046911e-07 -3.2999168289302944e-05 9.0532302263974477e-05 -6.6145953739275379e-05 -5.6329880205794328e-05 9.4579658116344953e-05 -3.222483472984249e-07 0.00021548917673499092 -0.00010819696943893659 -8.4055433990215544e-05 2.8247607167739059e-05 -0.00017829432321377683 -5.6591115762352104e-05 7.0072084707970973e-05 2.1088953520395208e-06 3.8742356991861017e-06 0.00012821360271118466 4.6496553701921759e-05 1.7685932634241697e-05 4.7858304258071538e-05 -7.777011321248959e-05 -2.0557526479161008e-05
leaf_weight=20 21 28 24 20 20 21 20 23 23 39 28 24 20 20 1549 20 34 22 45 20 21 37 748 39 20 31 34 23 34 93
leaf_count=20 21 28 24 20 20 21 20 23 23 39 28 24 20 20 1549 20 34 22 45 20 21 37 748 39 20 31 34 23 34 93
internal_value=0 2.00505e-07 -8.14731e-08 -2.27139e-05 -6.10751e-05 3.69372e-07 -2.83407e-08 2.26453e-07 -6.28369e-08 2.36439e-07 1.48335e-05 -9.52928e-06 1.2039e-05 4.38384e-05 -3.61164e-07 9.83599e-08 -2.14522e-06 -4.21463e-05 -8.62802e-06 4.91696e-06 4.96359e-05 7.50602e-07 5.31226e-06 1.13083e-07 4.60232e-05 -1.45264e-06 -1.06744e-05 -2.32752e-06 -2.30353e-05 -6.99232e-06
internal_weight=0 3100 3072 60 40 3012 2988 2967 2947 2924 115 87 63 43 2809 2770 1890 101 67 880 75 805 785 1789 59 1730 55 1699 150 116
internal_count=3121 3100 3072 60 40 3012 2988 2967 2947 2924 115 87 63 43 2809 2770 1890 101 67 880 75 805 785 1789 59 1730 55 1699 150 116
is_linear=0
shrinkage=0.1


Tree=4116
num_leaves=31
num_cat=0
split_feature=132 1185 1203 2 12 16 130 399 4 1213 1211 401 15 133 1210 1208 1209 12 1209 403 1209 403 1211 129 12 12 3 128 130 39
split_gain=2.08878e-06 1.25259e-05 6.53272e-06 2.06911e-06 4.68349e-06 2.91875e-06 5.25813e-06 2.06877e-06 4.05226e-06 1.93712e-06 2.28171e-06 3.20564e-06 6.1641e-06 5.93235e-06 4.69823e-06 2.39337e-06 7.10709e-06 2.12684e-05 2.90626e-06 3.933e-06 9.16397e-06 2.84515e-06 2.27508e-06 2.34906e-06 7.79613e-06 7.32678e-06 3.1414e-06 5.12988e-06 2.94617e-06 3.29436e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10467500000000002 0.11232500000000002 -0.090764999999999985 -0.015164999999999998 0.08845500000000002 -0.069999999999999993 0.51370000000000016 0.11986000000000001 -0.06959499999999999 0.095175000000000023 0.51114000000000004 0.24726500000000004 0.10233500000000001 -0.085894999999999985 0.087765000000000024 0.10272000000000002 -0.5341999999999999 -0.077874999999999986 -0.40860499999999994 0.10326000000000002 0.090795000000000015 0.090695000000000012 0.10266500000000002 -0.091869999999999993 0.10378000000000003 -0.22699999999999995 0.10940500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 8 -8 10 11 12 -3 14 15 16 17 -13 19 -18 -21 -22 23 28 26 -26 -25 -28 -23 -30
right_child=1 9 -4 -5 -6 6 7 -9 -10 -11 -12 13 -14 -15 -16 -17 18 -19 -20 20 21 22 -24 24 25 -27 27 -29 29 -31
leaf_value=2.7480529224703789e-05 7.766731332161552e-05 -8.1313167466953132e-06 -5.5449131037608753e-05 1.7972405820680588e-05 -4.4319387434997821e-05 -5.2521590086620389e-05 -3.5538059350633726e-05 2.5017501634308779e-05 2.2775731155310166e-05 3.1167788765742447e-05 -2.6205406197043365e-05 2.2373089423463508e-05 5.3465678649899932e-05 -4.0046592963532221e-05 4.4315557977370192e-05 2.5133005569718865e-05 -3.2489997829543425e-05 -0.00010848686304044627 3.1183895568271204e-05 6.7773271584883343e-05 -2.9354842902676229e-05 -3.8101013307736837e-05 3.3793418579080027e-05 -3.8493970517568721e-05 6.7203541950859935e-05 -4.6697481909928768e-06 3.2141183025184244e-05 -3.1433350622220048e-05 -1.1467203517854877e-06 2.0731918466224952e-05
leaf_weight=30 21 33 27 38 29 21 26 29 22 20 33 27 32 37 24 37 37 23 30 20 33 21 20 24 37 23 30 22 2244 71
leaf_count=30 21 33 27 38 29 21 26 29 22 20 33 27 32 37 24 37 37 23 30 20 33 21 20 24 37 23 30 22 2244 71
internal_value=0 7.159e-07 -9.34861e-06 -2.96546e-06 -8.03322e-06 1.87864e-07 -8.16703e-06 3.92966e-06 -8.81091e-06 1.54406e-07 -6.26225e-08 2.42762e-07 2.21934e-05 -2.7419e-07 2.66235e-07 -1.25459e-07 -4.76535e-07 -3.78225e-05 2.38357e-07 -1.21196e-07 3.49392e-07 -1.84659e-07 2.01624e-07 -7.01546e-08 1.27057e-05 3.96521e-05 -8.56781e-06 5.24426e-06 -8.13954e-07 -4.75712e-07
internal_weight=0 2899 222 195 157 128 98 77 48 2878 2858 2825 65 2760 2723 2699 2662 50 2612 2582 2545 2525 2492 2472 136 60 76 52 2336 2315
internal_count=3121 2899 222 195 157 128 98 77 48 2878 2858 2825 65 2760 2723 2699 2662 50 2612 2582 2545 2525 2492 2472 136 60 76 52 2336 2315
is_linear=0
shrinkage=0.1


Tree=4117
num_leaves=31
num_cat=0
split_feature=1209 1209 42 1213 42 1213 130 43 130 394 401 1212 401 15 390 403 133 390 1211 402 401 1210 1212 1212 12 1213 15 403 133 403
split_gain=2.16789e-06 2.39427e-06 1.75405e-05 2.32183e-06 1.13413e-05 1.91074e-05 6.53724e-06 1.20501e-05 7.53666e-06 5.18926e-06 3.44056e-06 1.58133e-05 4.10383e-06 1.09268e-05 8.19788e-06 4.32064e-06 2.91865e-06 2.75823e-06 2.14162e-06 5.02977e-06 3.81033e-06 8.35657e-06 4.06203e-06 1.66554e-05 1.28799e-05 2.85339e-06 8.15536e-06 2.31454e-06 2.64032e-06 5.63912e-06
threshold=-0.14444499999999996 -0.084519999999999984 0.087505000000000013 0.086260000000000017 0.089015000000000025 0.23509000000000002 0.085620000000000016 -0.013024999999999998 0.10034000000000003 0.264685 0.11602000000000001 -0.089544999999999986 0.10632500000000002 0.084735000000000019 0.08975000000000001 -0.55157999999999985 -0.015929999999999996 1.0000000180025095e-35 0.11671000000000002 -0.45454999999999995 -0.13200999999999999 0.11875500000000001 -0.089079999999999979 -0.022679999999999995 0.086505000000000012 0.052820000000000013 0.083840000000000012 -0.5425549999999999 0.41553500000000004 -0.43370499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 6 -6 7 -5 -8 10 12 -12 14 -14 15 -3 -9 18 19 -17 -21 22 24 -24 -22 27 -27 -25 29 -29
right_child=1 3 -4 4 5 -7 8 16 -10 -11 11 -13 13 -15 -16 17 -18 -19 -20 20 21 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=3.2817684659676163e-05 3.3234284441837543e-05 -3.7549224561512203e-05 -8.8088795290662929e-05 -8.2095807889951788e-05 0.00011354138929164036 -6.7376567975380961e-06 6.6862433496598072e-05 -1.4956936766710979e-05 -1.1986240322046258e-05 5.0208463180752004e-05 1.5804446418441232e-05 -9.1808134840737872e-05 -1.6338573419488967e-05 8.0291790734256875e-05 -6.3148964372452445e-05 3.7646881454358144e-05 3.3455509146733675e-05 3.6097842703817328e-05 -2.9417091325740332e-05 3.833849001239287e-05 9.002076989986563e-05 -6.2258833151480016e-05 -8.9609210204971961e-05 3.4173915050104143e-05 -1.358052491923445e-05 1.051193962017091e-05 -7.3096142805297867e-05 5.3261881221260415e-05 -2.9467369119326275e-05 -6.0275874153651349e-08
leaf_weight=20 26 31 22 24 25 28 22 33 27 20 36 22 25 22 21 35 20 21 25 25 20 22 21 20 30 28 20 20 30 2380
leaf_count=20 26 31 22 24 25 28 22 33 27 20 36 22 25 22 21 35 20 21 25 25 20 22 21 20 30 28 20 20 30 2380
internal_value=0 -2.11661e-07 -2.23721e-05 1.36751e-07 1.11869e-05 4.99977e-05 -5.13828e-06 -2.33087e-05 2.34152e-05 -5.51481e-07 -9.07192e-07 -2.50141e-05 -4.0712e-07 2.88927e-05 -9.08062e-07 -4.28935e-07 3.31191e-06 -2.26468e-09 -2.85561e-07 -1.08394e-08 -5.1467e-07 -8.89556e-07 -3.64011e-07 -9.24233e-07 2.786e-05 -1.78683e-07 -2.43248e-05 2.94383e-07 1.55391e-08 3.84075e-07
internal_weight=0 3101 48 3053 179 53 126 77 49 2874 2854 58 2796 47 2749 2728 53 2697 2676 2651 2616 2591 2569 2519 50 2498 48 2450 2430 2400
internal_count=3121 3101 48 3053 179 53 126 77 49 2874 2854 58 2796 47 2749 2728 53 2697 2676 2651 2616 2591 2569 2519 50 2498 48 2450 2430 2400
is_linear=0
shrinkage=0.1


Tree=4118
num_leaves=31
num_cat=0
split_feature=47 2 47 393 39 42 49 1456 483 13 15 42 0 4 131 1209 1210 1208 1208 403 15 402 1213 401 401 1213 13 34 9 0
split_gain=1.88676e-06 1.72367e-05 8.30353e-06 3.22201e-06 2.68583e-06 3.33438e-06 3.60427e-06 4.10225e-06 3.67479e-06 4.75245e-06 6.62754e-06 7.11254e-06 5.30066e-06 3.33077e-06 2.6499e-06 3.26541e-06 2.89222e-06 2.95054e-06 5.15321e-06 3.82543e-06 2.04431e-05 4.96614e-06 3.6507e-05 3.04283e-06 1.57895e-05 1.44944e-05 5.09369e-06 2.63635e-06 3.82476e-06 4.64142e-06
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.12679500000000002 0.10076500000000001 0.10194000000000002 -0.011279999999999997 -0.077604999999999993 -0.040619999999999996 -0.016469999999999995 -0.14809499999999998 0.088465000000000002 -0.080119999999999983 0.00063500000000000004 0.13767000000000004 0.14268500000000003 0.15724500000000002 0.10233500000000001 0.089655000000000012 -0.5335399999999999 0.087575000000000014 0.13775000000000001 -0.083944999999999978 0.10632500000000002 0.099015000000000006 -1.0000000180025095e-35 -0.070999999999999994 -0.112215 0.08925000000000001 -0.033209999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 14 5 6 -3 -8 -9 10 -10 -12 -13 -11 15 16 17 18 19 20 -1 23 -23 24 27 26 -25 -21 -29 -30
right_child=1 4 -4 -5 -6 -7 7 8 9 13 11 12 -14 -15 -16 -17 -18 -19 -20 21 -22 22 -24 25 -26 -27 -28 28 29 -31
leaf_value=-3.6917708699017269e-05 -9.7098549904330877e-05 -3.0808162105008582e-05 6.2050498573543416e-05 3.5407106602528632e-05 -3.4314855822784646e-05 3.9568034013167823e-05 -4.0603338929940947e-05 4.7569148059665166e-05 4.0997538006877222e-05 4.4520431300257133e-05 -5.6354166962272434e-05 3.5590595340787942e-05 -2.7460952642286428e-05 4.419464291785053e-06 -3.4528646772907284e-05 4.0575220900791471e-05 -3.1953090089180999e-05 2.9624656834879292e-05 -4.9362511197700984e-05 -3.1092251083464363e-05 9.3603895180649488e-05 5.7413551985519007e-05 -0.00013136626839695963 2.0369470318352495e-05 -8.4520900811019782e-05 8.8313380162865292e-05 -4.3671141884260582e-05 3.5256258876822611e-07 6.5660566724545796e-05 2.5862991865973788e-06
leaf_weight=24 20 37 22 26 23 21 20 20 20 34 37 24 30 53 22 20 28 34 21 26 24 21 20 27 22 22 23 2352 20 28
leaf_count=24 20 37 22 26 23 21 20 20 20 34 37 24 30 53 22 20 28 34 21 26 24 21 20 27 22 22 23 2352 20 28
internal_value=0 -7.04351e-06 8.58292e-07 3.70528e-07 -1.39743e-06 1.16034e-06 -1.77261e-06 2.74132e-06 6.7179e-06 2.59151e-06 -1.11244e-05 -2.25798e-05 5.61958e-07 2.00911e-05 3.73341e-08 3.17737e-07 1.86468e-08 3.54686e-07 -2.3709e-08 3.73422e-07 2.83431e-05 -1.50805e-07 -3.46742e-05 4.10885e-07 -1.8505e-07 2.06727e-05 -9.08921e-06 5.79743e-07 9.22856e-07 2.88672e-05
internal_weight=0 339 2782 2760 319 296 275 238 218 198 111 91 54 87 2734 2712 2692 2664 2630 2609 48 2561 41 2520 2448 72 50 2426 2400 48
internal_count=3121 339 2782 2760 319 296 275 238 218 198 111 91 54 87 2734 2712 2692 2664 2630 2609 48 2561 41 2520 2448 72 50 2426 2400 48
is_linear=0
shrinkage=0.1


Tree=4119
num_leaves=31
num_cat=0
split_feature=1209 132 1211 1185 15 132 1186 129 50 1203 12 1208 1208 9 33 9 13 15 1452 158 4 4 15 2 401 4 13 133 159 13
split_gain=1.89818e-06 1.84008e-06 4.80923e-05 2.96519e-05 5.77922e-06 2.18702e-06 2.63836e-06 3.53288e-06 2.1483e-06 2.92129e-06 2.21351e-06 2.04922e-06 1.95527e-06 1.85528e-06 6.96504e-06 3.43031e-06 2.74553e-06 1.95999e-06 8.04429e-06 8.56152e-06 5.85334e-06 1.13994e-05 6.37892e-06 8.39336e-06 6.69774e-06 9.4265e-06 3.27215e-05 8.14316e-06 2.59439e-05 1.51102e-05
threshold=-0.14444499999999996 -0.083284999999999984 0.085535000000000014 -0.083264999999999992 0.092400000000000024 -0.044384999999999994 -0.089559999999999987 -0.082304999999999975 0.09227500000000001 0.087520000000000014 0.10911500000000002 0.11531000000000001 0.106285 0.092890000000000014 -0.012019999999999998 0.085555000000000006 -0.0062949999999999994 0.09116500000000001 0.083330000000000015 0.10490000000000001 -0.078439999999999996 -0.082594999999999988 0.095175000000000023 0.090050000000000005 1.0000000180025095e-35 -0.07168999999999999 -0.069964999999999986 0.090445000000000011 -0.10296999999999999 -0.081029999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 8 -5 -7 -8 9 10 -2 12 13 14 -9 17 -15 -16 19 20 21 -19 23 -22 25 26 -24 29 -29 -27
right_child=1 3 -4 5 -6 6 7 11 -10 -11 -12 -13 -14 16 15 -17 -18 18 -20 -21 22 -23 24 -25 -26 27 -28 28 -30 -31
leaf_value=3.0708414342370816e-05 -7.6236946994208228e-06 -0.00011652101708353838 0.00015645665689135058 2.7342220697580067e-05 -5.1175973800127392e-05 -3.0267485322085498e-05 3.8253218766233964e-05 -5.3133095236262311e-05 -2.7536560234390592e-05 4.0266165015054867e-05 2.4118217675095368e-05 -2.9373348769468067e-05 3.0371324759298227e-05 -2.2152075835037979e-06 -1.6912713450675635e-06 3.6041911747675984e-05 4.7493750462308528e-05 3.0636660092627168e-06 5.3090202951959026e-05 -4.2185030333712352e-05 2.6634533311992596e-06 7.6554522513561104e-05 -0.00012748559120981636 -8.3504369185902761e-05 5.2778599503519088e-05 -7.0205185819269486e-05 4.4987071731322266e-05 -2.7155577234462608e-05 0.00012474130415450252 1.6131591113978927e-05
leaf_weight=20 102 22 20 29 25 29 24 25 24 20 28 24 21 25 2190 26 20 62 33 40 26 32 22 20 27 26 22 23 22 92
leaf_count=20 102 22 20 29 25 29 24 25 24 20 28 24 21 25 2190 26 20 62 33 40 26 32 22 20 27 26 22 23 22 92
internal_value=0 -1.98048e-07 8.63869e-06 -8.69542e-07 -6.21739e-06 2.00845e-08 -2.59796e-07 5.0776e-08 2.42179e-07 4.68678e-06 -7.86975e-07 -2.79267e-07 -2.57236e-08 -2.5929e-07 -5.96405e-07 -1.03195e-07 1.98777e-05 -4.59574e-07 5.57491e-06 1.78746e-06 6.4904e-06 2.80818e-05 -7.58146e-07 -3.48008e-05 5.934e-06 -1.76162e-07 -4.12493e-05 1.09111e-05 4.71051e-05 -2.89177e-06
internal_weight=0 3101 219 2882 199 2860 2831 2802 174 150 130 2778 2754 2733 2688 2663 45 2637 447 414 374 94 280 46 234 207 44 163 45 118
internal_count=3121 3101 219 2882 199 2860 2831 2802 174 150 130 2778 2754 2733 2688 2663 45 2637 447 414 374 94 280 46 234 207 44 163 45 118
is_linear=0
shrinkage=0.1


Tree=4120
num_leaves=31
num_cat=0
split_feature=132 1185 1203 399 0 52 2 0 120 12 10 0 15 13 9 10 34 10 9 14 45 43 160 131 131 131 1210 1 4 1
split_gain=1.9731e-06 1.34515e-05 6.23377e-06 2.01913e-06 4.1377e-06 3.47874e-06 7.06544e-06 3.67892e-06 1.99177e-06 3.21327e-06 2.94908e-06 1.55284e-05 1.49585e-05 6.87631e-06 3.59734e-06 4.0301e-06 2.37915e-06 2.9711e-06 2.55299e-06 2.31289e-06 9.32948e-06 9.04253e-06 7.65401e-06 2.97455e-06 2.46902e-06 1.15283e-05 8.22699e-06 3.14243e-06 1.06923e-05 6.07625e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11011000000000001 -0.098289999999999975 0.10347000000000002 0.097385000000000013 -0.082284999999999983 0.093680000000000013 0.22926500000000002 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.0095349999999999983 0.08925000000000001 0.10513000000000002 -0.097449999999999981 1.0000000180025095e-35 -0.013509999999999999 -0.31455999999999995 0.094030000000000016 -0.05647499999999999 -0.076214999999999991 0.13602500000000003 0.099565000000000015 0.096610000000000015 -0.079504999999999978 0.078340000000000007 -0.067104999999999984 0.099400000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6 9 10 11 -3 -13 -14 16 -16 -12 18 -18 21 23 -20 -23 24 25 -21 -26 -28 -29 -30
right_child=1 8 -4 -5 5 -7 -8 -9 -10 -11 14 12 13 -15 15 -17 17 -19 19 20 -22 22 -24 -25 26 -27 27 28 29 -31
leaf_value=-4.4032535166479655e-05 8.0439545369396609e-05 -8.9003758014017807e-05 -5.411942662687108e-05 2.6440043079457523e-05 3.2333288834683744e-06 -3.8875076061515305e-05 4.9405836592807737e-05 -4.3857580307563433e-05 -2.919592538408166e-05 3.8420014276529071e-05 3.4600468206917865e-05 6.3289646823250231e-05 5.8941135220640511e-07 -7.3306439335283355e-05 6.2211169952206542e-05 -5.1159301316753651e-07 2.7543839828200259e-05 -3.302292250198122e-05 -3.8635507549997783e-05 -1.6319606986755339e-07 -5.5050620424099774e-05 -6.4356673829024667e-06 7.3977782844379138e-05 2.9971254386482272e-05 -7.2286070403606575e-05 6.8113144676317465e-05 1.3546263626267318e-05 -6.1284828218965975e-05 5.3641581819517475e-05 -1.9323865570186172e-05
leaf_weight=25 21 23 27 21 79 20 29 21 23 22 20 28 34 20 20 21 34 27 20 2290 31 20 29 33 20 25 60 32 21 25
leaf_count=25 21 23 27 21 79 20 29 21 23 22 20 28 34 20 20 21 34 27 20 2290 31 20 29 33 20 25 60 32 21 25
internal_value=0 6.95792e-07 -9.08606e-06 -2.85067e-06 -6.38576e-06 -6.91843e-08 5.94723e-06 -6.65576e-06 1.13923e-07 3.50044e-07 5.44074e-08 -1.63911e-05 3.97587e-06 -2.67794e-05 6.87391e-07 3.00849e-05 2.38825e-07 -1.88556e-08 3.18686e-07 -3.65156e-08 -5.27825e-07 1.8028e-05 4.1156e-05 1.46639e-07 -2.51344e-07 5.74129e-07 -1.23461e-05 -3.65915e-06 -1.68941e-05 1.39864e-05
internal_weight=0 2899 222 195 174 149 129 100 2878 2855 2833 105 82 54 2728 41 2687 2667 2640 2606 2537 69 49 2506 2473 2315 158 138 78 46
internal_count=3121 2899 222 195 174 149 129 100 2878 2855 2833 105 82 54 2728 41 2687 2667 2640 2606 2537 69 49 2506 2473 2315 158 138 78 46
is_linear=0
shrinkage=0.1


Tree=4121
num_leaves=31
num_cat=0
split_feature=12 130 402 402 1213 12 16 1213 1186 132 1203 394 50 403 1212 1212 402 133 1212 158 1213 160 481 160 481 133 15 129 133 1186
split_gain=1.97795e-06 3.03574e-06 1.83406e-06 2.33183e-06 2.56056e-06 9.58631e-06 4.69838e-06 2.51804e-06 5.09593e-06 3.71154e-06 8.37059e-05 5.8814e-05 9.41408e-06 2.96888e-06 2.95696e-06 6.2454e-06 4.17863e-06 5.47188e-06 2.59005e-06 1.13584e-05 9.55052e-06 6.09912e-06 1.52136e-05 9.44276e-06 4.55623e-06 3.79645e-06 6.60395e-06 3.50684e-06 8.36865e-06 3.48669e-06
threshold=0.23631000000000002 -0.22562499999999999 0.31278000000000006 0.13775000000000001 0.12389500000000002 0.095175000000000023 -0.088394999999999987 0.104315 -0.13028499999999998 -0.083284999999999984 0.089165000000000008 0.086685000000000012 0.10022000000000002 -0.55157999999999985 0.11796000000000001 0.10321500000000002 -0.45015499999999992 0.50628500000000021 0.087615000000000012 0.10398500000000001 -0.086179999999999993 -0.54913999999999985 -0.081539999999999987 -0.53908999999999996 -0.24133999999999997 -0.0023199999999999996 0.085465000000000013 0.102035 -0.010614999999999998 -0.083174999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 8 -3 10 12 13 -10 -11 15 16 -15 18 21 20 -20 22 -18 -23 -25 26 -22 29 -29 -26
right_child=-2 2 -4 -5 5 -7 -8 -9 9 11 -12 -13 -14 14 -16 -17 17 -19 19 -21 25 23 -24 24 27 -27 -28 28 -30 -31
leaf_value=3.4922794147860261e-05 -2.9217144765425475e-05 5.0132043834310029e-05 2.9386116685124026e-05 -2.4563471456181456e-05 -3.8750169945463619e-05 6.924773207720136e-05 1.7484794788731215e-05 -3.0303701974584591e-05 -8.2836809495754287e-07 -3.0951977718388898e-05 0.00020672017102697283 -0.00016819886220457108 -7.3572876026446472e-05 -3.7727743645142447e-05 -3.103804112015496e-05 4.6684691055972885e-05 9.1486439574509873e-05 4.0295182706733402e-05 5.8433910205415238e-05 -7.760705889465855e-05 3.3631454425631095e-06 -6.3942381221631484e-05 -1.1933181777942194e-05 4.797306268301327e-05 -4.1140374239711536e-05 9.7902626536476118e-06 -7.7901574986753995e-05 7.1056027137155579e-05 -7.5219349100459089e-06 -1.9999362540272777e-07
leaf_weight=25 23 20 21 39 24 25 39 28 161 31 20 21 20 29 30 29 25 34 22 23 20 23 33 20 21 30 20 23 33 2209
leaf_count=25 23 20 21 39 24 25 39 28 161 31 20 21 20 29 30 29 25 34 22 23 20 23 33 20 21 30 20 23 33 2209
internal_value=0 2.16908e-07 -6.54375e-08 -2.68086e-07 4.63915e-08 1.68534e-05 -3.93805e-06 -4.59254e-07 -1.70803e-07 -5.20492e-07 1.2585e-05 -1.50487e-06 -8.86644e-06 -1.86387e-07 1.77078e-07 5.38086e-07 1.63501e-08 4.47966e-07 -9.35226e-08 -1.4752e-05 9.61797e-07 6.12687e-07 3.26442e-05 -1.85008e-07 4.50907e-07 -1.71009e-05 -3.72692e-05 3.51404e-08 2.47512e-05 -5.85531e-07
internal_weight=0 3098 3073 3052 3013 88 63 2925 2897 2877 201 2676 181 2655 2624 2594 2565 2536 2502 115 92 2387 58 2329 2306 70 40 2286 56 2230
internal_count=3121 3098 3073 3052 3013 88 63 2925 2897 2877 201 2676 181 2655 2624 2594 2565 2536 2502 115 92 2387 58 2329 2306 70 40 2286 56 2230
is_linear=0
shrinkage=0.1


Tree=4122
num_leaves=31
num_cat=0
split_feature=132 394 1203 130 130 46 1426 157 47 0 0 0 47 160 13 4 131 9 33 0 1429 156 148 447 3 160 51 0 16 403
split_gain=2.11299e-06 1.14963e-05 8.69386e-06 2.05102e-06 3.39041e-06 1.7442e-06 2.61755e-06 7.57169e-06 2.89655e-06 1.49289e-05 4.79366e-05 1.37244e-05 1.26151e-05 3.72554e-06 5.16201e-06 7.2015e-06 4.1426e-06 3.14271e-06 1.15353e-05 5.44084e-06 2.93451e-06 5.97395e-06 2.84525e-06 4.95164e-06 2.68228e-06 8.34744e-06 8.02396e-06 7.16435e-06 7.84608e-06 6.55059e-06
threshold=-0.083174999999999985 0.11233000000000001 0.089005000000000015 -0.22699999999999995 -0.11198999999999999 0.084955000000000017 -0.052649999999999995 -0.0048549999999999991 0.092165000000000011 -0.10224499999999999 -0.11991499999999998 -0.095504999999999993 0.089640000000000011 -0.016279999999999996 -0.080759999999999985 0.00063500000000000004 0.090690000000000007 0.092235000000000011 -0.012019999999999998 -0.0058249999999999994 -0.069929999999999978 0.087610000000000007 -0.10069499999999999 0.094580000000000011 -0.094874999999999987 0.31396500000000005 -0.44986999999999994 0.10455500000000001 0.042200000000000008 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 6 7 -6 12 10 -10 -11 17 16 -15 -16 -13 18 -8 -19 21 -20 -22 24 25 29 -26 -28 -29 -24
right_child=1 -3 -4 4 5 -7 8 -9 9 11 -12 13 -14 14 15 -17 -18 19 20 -21 22 -23 23 -25 26 -27 27 28 -30 -31
leaf_value=-2.038969596586144e-06 -2.9547474190147353e-05 7.6274455514067094e-05 -6.2584696361564395e-05 3.4452859923978143e-05 1.2596864447308085e-05 1.9399015190688461e-05 7.6767769496655094e-05 -6.1132967479912072e-05 3.4456655393350286e-06 7.9305660977462881e-05 -0.00017167290976141721 -3.28669432979781e-06 8.0399909852530978e-05 1.5580275725664546e-05 -3.752691016213956e-06 -6.5255587098749171e-05 5.0064903172659058e-05 -6.2630054803559614e-05 6.3523816987237134e-05 7.7720444491917632e-06 3.423091226674539e-05 -5.5805542144988631e-06 9.1009216857269018e-06 -4.5564012464183182e-05 -5.0328384895692585e-05 6.3599405941204166e-05 3.4557589756767052e-07 1.8480407379684041e-06 -8.6730032562627458e-05 -3.0962169621924409e-05
leaf_weight=195 23 20 27 29 30 46 20 26 54 22 22 43 20 37 45 33 22 21 22 23 24 29 310 24 33 25 1809 20 20 47
leaf_count=195 23 20 27 29 30 46 20 26 54 22 22 43 20 37 45 33 22 21 22 23 24 29 310 24 33 25 1809 20 20 47
internal_value=0 7.20033e-07 -9.40264e-06 1.95168e-07 4.34692e-07 8.57258e-08 -2.33732e-07 -2.16348e-05 2.06071e-07 -9.46672e-06 -4.72466e-05 4.74747e-06 1.30498e-06 -4.3652e-06 -1.51812e-05 -2.97731e-05 1.47708e-05 6.53191e-07 1.14216e-06 -2.5829e-05 5.02079e-07 2.42292e-05 -2.13128e-08 -3.80602e-07 9.83742e-08 7.73835e-06 -1.45235e-06 -5.8004e-07 -4.2441e-05 3.82651e-06
internal_weight=0 2899 222 2879 2856 2827 2781 56 2725 278 76 202 2447 180 115 78 65 2427 2383 44 2363 51 2312 2288 2264 382 1882 1849 40 357
internal_count=3121 2899 222 2879 2856 2827 2781 56 2725 278 76 202 2447 180 115 78 65 2427 2383 44 2363 51 2312 2288 2264 382 1882 1849 40 357
is_linear=0
shrinkage=0.1


Tree=4123
num_leaves=31
num_cat=0
split_feature=33 9 9 132 50 1185 1203 16 132 16 52 3 132 1186 129 402 484 4 3 403 1213 394 129 43 1212 0 1213 52 43 1210
split_gain=1.92371e-06 2.20779e-06 3.44414e-06 1.76492e-06 5.2432e-05 2.92881e-05 1.3876e-05 2.10748e-06 2.78112e-06 2.55538e-06 4.32966e-06 2.21711e-06 2.05554e-06 2.13064e-06 3.14167e-06 1.97167e-06 1.95361e-05 4.09854e-05 1.55076e-05 1.42736e-05 2.24417e-05 8.59302e-06 3.09864e-06 8.73148e-06 7.26727e-06 4.89663e-06 2.8155e-06 1.59719e-05 2.94196e-05 1.36088e-05
threshold=-0.009184999999999997 0.09055500000000001 0.10530000000000002 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.082039999999999988 -0.40070499999999992 -0.097644999999999996 0.084960000000000022 -0.083924999999999986 -0.044384999999999994 -0.089559999999999987 -0.082304999999999975 0.10645 -0.081614999999999979 -0.083249999999999977 -0.082879999999999995 0.31426500000000007 -0.083944999999999978 -0.10499499999999999 0.091700000000000018 -0.071044999999999983 0.08759500000000002 -0.069824999999999984 -0.087969999999999979 0.086450000000000013 -0.0047449999999999992 -0.13847499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -5 7 9 -9 -2 -11 -10 -7 -14 -15 21 -17 -18 -19 20 -20 -16 26 25 -25 -24 27 28 -23 -28
right_child=1 2 -4 5 -6 12 -8 8 11 10 -12 -13 13 14 15 16 17 18 19 -21 -22 22 23 24 -26 -27 29 -29 -30 -31
leaf_value=-2.4786880162390582e-05 2.2067689778023952e-05 4.7557504462020007e-05 -1.9798749860910903e-06 -0.00011571378404782578 0.00015871187632520952 2.7078875219948328e-05 -8.6516442624997591e-05 -1.1349007489250787e-05 6.7358487602019613e-06 -5.1862145937775495e-05 -8.1494479134023469e-07 5.0184205440473308e-05 -2.7115526938422557e-05 3.61546764073258e-05 -5.2337210917130506e-05 -8.1221499835919535e-05 0.00014613972358031038 -8.0329202046414141e-05 0.00012237310926745221 -2.7204779105431953e-05 -1.3005545362830164e-05 -7.1772964520278035e-05 -4.1056295835797477e-05 6.953998174041673e-05 -3.0371019833678886e-06 2.072933923994677e-05 8.1911257520914663e-05 -6.5541975540904014e-05 6.9648974682709916e-05 -9.3593723570787166e-07
leaf_weight=31 22 25 32 22 21 28 20 27 23 24 54 24 29 24 32 20 23 20 24 40 25 24 29 37 22 23 20 41 38 2297
leaf_count=31 22 25 32 22 21 28 20 27 23 24 54 24 29 24 32 20 23 20 24 40 25 24 29 37 22 23 20 41 38 2297
internal_value=0 2.48669e-07 1.9747e-05 -1.17769e-07 8.6155e-06 -7.84077e-07 -7.63204e-06 1.43513e-06 1.42287e-05 -8.03209e-06 -1.65218e-05 2.89222e-05 1.20234e-07 -1.52469e-07 1.33011e-07 -1.85412e-07 1.08804e-05 2.48353e-05 -7.61094e-07 1.71194e-05 5.33024e-05 -8.41677e-07 -1.90608e-07 1.61469e-05 4.24773e-05 -1.3728e-05 -9.39973e-07 -1.71176e-05 1.4905e-05 -2.20813e-07
internal_weight=0 3090 57 3033 215 2818 194 174 74 100 78 47 2796 2768 2739 2715 152 132 109 89 49 2563 2531 111 59 52 2420 103 62 2317
internal_count=3121 3090 57 3033 215 2818 194 174 74 100 78 47 2796 2768 2739 2715 152 132 109 89 49 2563 2531 111 59 52 2420 103 62 2317
is_linear=0
shrinkage=0.1


Tree=4124
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 12 130 1213 42 42 403 1213 401 15 2 16 1213 401 1211 1212 402 402 401 1212 0 1210 390 1210 1210 1210 402
split_gain=2.08154e-06 1.30612e-05 5.4003e-06 2.02562e-06 4.48025e-06 1.97667e-06 1.89266e-06 6.88486e-06 2.56892e-05 1.46488e-05 2.58276e-06 2.36082e-06 1.50659e-05 2.76189e-05 1.18729e-05 2.87663e-05 3.19158e-06 2.8032e-06 6.98666e-06 2.78864e-06 6.88537e-06 2.51009e-06 3.20662e-06 2.25618e-05 3.33364e-06 3.24018e-06 3.15765e-06 4.142e-06 3.94646e-06 2.69794e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23647499999999996 0.23631000000000002 -0.10152499999999999 0.093235000000000026 0.090990000000000015 0.095185000000000006 -0.50388999999999984 0.14530000000000001 0.10022000000000002 0.085730000000000015 0.084715000000000013 -0.088159999999999988 -0.083944999999999978 0.094540000000000013 0.11671000000000002 0.11006000000000002 -0.45015499999999992 -0.41217999999999994 -0.099524999999999988 -1.0000000180025095e-35 -0.086234999999999992 -0.090009999999999993 0.087590000000000015 -0.066709999999999978 -0.0091799999999999989 -0.08126499999999999 0.095010000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 11 9 -9 -8 -11 16 13 -13 -14 -16 17 18 19 -7 -21 -22 23 -23 -24 26 28 -28 -26 -29
right_child=1 3 -4 4 -6 6 7 8 -10 10 -12 12 14 -15 15 -17 -18 -19 -20 20 21 22 24 -25 25 -27 27 29 -30 -31
leaf_value=-3.5288158608473636e-06 7.9292948482491616e-05 -3.1572645239066335e-05 -5.12472369202307e-05 -2.3603163800934063e-05 4.5316511056047278e-05 -2.9955902925482202e-05 -8.0200468801194802e-05 0.00012902006794320188 -1.8299061851174538e-05 3.9056518629270918e-05 2.8793119082155711e-08 -0.00012534081677720814 7.9823545248863025e-05 1.5204509339849306e-05 4.8329628837316045e-05 -0.0001036578002731403 3.6685976507063367e-05 -3.5493624975722264e-05 5.5219293268316472e-05 5.8659976248236495e-05 -3.4679134911303189e-05 -2.6984998095557739e-05 -2.9181677921883418e-05 9.3907164801539e-05 -3.0999469275299744e-06 3.9038028292755672e-05 -3.6706659062701878e-05 7.1354371397683452e-08 5.2545812737662353e-05 -2.3428238207998221e-05
leaf_weight=195 21 20 27 35 22 31 20 20 29 30 39 27 21 29 33 20 24 22 23 20 21 38 40 26 26 21 32 2134 25 50
leaf_count=195 21 20 27 35 22 31 20 20 29 30 39 27 21 29 33 20 24 22 23 20 21 38 40 26 26 21 32 2134 25 50
internal_value=0 7.14649e-07 -9.33241e-06 1.41284e-07 3.63214e-07 1.44936e-08 3.09609e-07 1.17285e-05 4.18312e-05 -4.84484e-06 1.69974e-05 -2.82134e-07 -1.3425e-05 -5.25584e-05 1.61894e-05 -9.02412e-06 3.92393e-07 4.52246e-08 3.59601e-07 -1.52482e-07 2.27257e-07 -2.57058e-07 4.5142e-08 2.21274e-05 -5.61932e-07 -6.15863e-08 -4.23779e-07 -9.89962e-07 2.41774e-05 -4.6664e-07
internal_weight=0 2899 222 2878 2858 2836 2801 138 49 89 69 2663 130 56 74 53 2533 2509 2487 2464 2433 2413 2392 64 2328 2288 2267 2216 51 2184
internal_count=3121 2899 222 2878 2858 2836 2801 138 49 89 69 2663 130 56 74 53 2533 2509 2487 2464 2433 2413 2392 64 2328 2288 2267 2216 51 2184
is_linear=0
shrinkage=0.1


Tree=4125
num_leaves=31
num_cat=0
split_feature=12 130 10 0 10 42 9 33 0 1213 402 0 16 402 42 1212 1211 15 402 16 43 43 1210 13 403 13 12 16 399 42
split_gain=2.11981e-06 3.20056e-06 1.87191e-06 1.14175e-05 1.31346e-05 3.96211e-06 2.43756e-06 1.36846e-05 5.11934e-06 1.91658e-06 4.38692e-06 1.24625e-05 1.72176e-05 4.11466e-06 5.89513e-06 2.72236e-06 6.36706e-06 1.1729e-05 3.01237e-06 7.54027e-06 3.84089e-06 1.80038e-05 1.48395e-05 8.12459e-06 2.48518e-05 2.46583e-05 1.52373e-05 1.41381e-05 7.31835e-06 6.97808e-06
threshold=0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.086389999999999981 0.086035000000000014 0.092235000000000011 -0.012019999999999998 1.0000000180025095e-35 -0.24064499999999997 0.11232500000000002 -0.083804999999999977 -0.080954999999999985 0.12006000000000001 0.089810000000000015 0.13592000000000001 0.11048500000000001 0.090615000000000015 -0.45454999999999995 -0.07550999999999998 0.0034250000000000005 1.0000000180025095e-35 -0.064799999999999983 -0.080519999999999994 -0.0059799999999999992 -0.063184999999999977 0.084100000000000022 -0.29154999999999992 0.091255000000000017 0.090690000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -4 -8 13 15 -12 -13 14 -9 16 18 -18 19 -11 21 28 -22 24 -24 -25 27 -26 -20 -28
right_child=-2 2 6 4 -6 -7 8 9 -10 10 11 12 -14 -15 -16 -17 17 -19 20 -21 22 -23 23 25 26 -27 29 -29 -30 -31
leaf_value=3.4503718240928184e-05 -3.024671805178514e-05 -7.3818412026109104e-05 8.1162086990800515e-05 -5.3864451331759006e-05 6.5086143033113341e-05 -4.3514593146807913e-07 -5.9901216509388185e-05 2.4079684106520914e-05 1.1648335103018326e-05 -1.4540690002225651e-05 -3.842722438528891e-05 0.00012073843830919594 6.8020343734234397e-06 -4.1091716037564246e-05 -4.0087623975440779e-05 -3.2898928970098494e-05 -1.1774258886222155e-05 8.4156572964275253e-05 6.4159557632910636e-07 6.5585175458260866e-05 -8.7854660096522638e-05 9.521406909698272e-05 -0.00011226078151174501 0.00010982278006503337 7.1951170629409208e-06 -3.7781003869603636e-06 6.9756845392555047e-05 -0.00010252214469801402 -4.5456940767637985e-05 3.2018588426581122e-06
leaf_weight=27 23 24 21 23 25 35 20 41 20 24 23 21 36 35 22 25 26 25 2145 23 23 20 26 21 23 212 23 24 35 50
leaf_count=27 23 24 21 23 25 35 20 41 20 24 23 21 36 35 22 25 26 25 2145 23 23 20 26 21 23 212 23 24 35 50
internal_value=0 2.24556e-07 -7.68242e-08 -1.3071e-05 4.49447e-06 -2.16226e-05 3.92265e-07 7.27678e-07 -2.41264e-05 1.45824e-07 6.26096e-07 2.37069e-05 4.87786e-05 -1.36007e-05 1.67205e-06 -5.15068e-08 2.52636e-07 3.52507e-05 -4.21165e-07 2.46698e-05 -8.74385e-07 7.6796e-07 -9.86234e-06 -5.12929e-06 -2.36255e-05 6.46061e-06 -4.42119e-06 -4.88307e-05 -9.85185e-08 2.41712e-05
internal_weight=0 3098 3071 107 83 58 2964 2924 40 2903 2805 80 57 98 63 2725 2700 51 2649 47 2602 2200 402 379 146 233 120 47 2180 73
internal_count=3121 3098 3071 107 83 58 2964 2924 40 2903 2805 80 57 98 63 2725 2700 51 2649 47 2602 2200 402 379 146 233 120 47 2180 73
is_linear=0
shrinkage=0.1


Tree=4126
num_leaves=31
num_cat=0
split_feature=33 9 3 132 1186 1185 1203 13 16 2 16 12 1204 2 43 1213 42 1213 43 1213 1213 403 1213 1213 2 1213 1213 1213 1213 4
split_gain=2.32844e-06 2.26213e-06 3.60706e-06 2.12985e-06 4.97613e-05 2.73412e-05 4.40617e-06 2.38636e-06 3.60485e-06 3.37553e-06 3.70421e-06 2.92888e-06 2.02373e-06 4.88453e-06 8.05038e-06 2.15021e-06 4.33866e-06 7.98947e-06 5.09655e-06 3.44985e-06 2.90364e-06 2.75311e-05 1.44201e-05 1.11382e-05 1.00205e-05 3.56449e-06 6.54534e-06 6.62878e-06 1.2964e-05 1.21196e-05
threshold=-0.009184999999999997 0.09055500000000001 -0.0043399999999999992 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.087075000000000014 -0.051094999999999995 -0.095094999999999985 0.097385000000000013 -0.073404999999999984 0.087505000000000013 -0.016569999999999994 0.080205000000000012 -0.029804999999999995 -0.24064499999999997 0.092860000000000012 -0.43370499999999995 -0.00067499999999999993 -0.15413999999999997 -0.087969999999999979 -0.0047449999999999992 -0.085284999999999986 -0.082414999999999974 0.084715000000000013 -0.07797999999999998 -0.069109999999999991 -0.020279999999999996 -0.011424999999999999 -0.076779999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -5 7 -2 -9 10 11 -10 13 -7 -15 16 17 18 -14 -17 21 24 -22 -24 -21 -25 -27 29 -29 -28
right_child=1 2 -4 5 -6 12 -8 8 9 -11 -12 -13 15 14 -16 19 -18 -19 -20 20 22 -23 23 25 -26 26 27 28 -30 -31
leaf_value=-2.7269908763804371e-05 3.0180990994598359e-05 -6.7970219307051808e-07 5.0595903706815319e-05 -0.00011187336389081214 0.00015572010407118972 5.3407263597667537e-05 -4.5515403602621525e-05 -4.2460004723662593e-05 -1.7256682473695645e-05 2.8321302337484243e-05 -3.8107676814904373e-05 2.6235472603275412e-05 -3.6598782389773991e-05 -3.5696624854608673e-05 3.2798050213731021e-05 3.7816628901055085e-05 1.7512804398782983e-05 -7.8586884524156633e-05 3.2424159214770044e-05 -2.1975756333796945e-05 6.4056595157515919e-05 -9.4422521639595897e-05 -7.1419786069203505e-05 3.6185846763853791e-05 6.9724034004208925e-05 -5.3442564619573481e-05 8.3490029185038746e-05 -7.7012092581505641e-05 1.1381857310875856e-07 -1.5055486771113161e-05
leaf_weight=31 22 34 23 22 21 24 25 22 30 34 29 32 23 32 37 24 28 22 20 22 35 30 22 27 26 23 26 22 2329 24
leaf_count=31 22 34 23 22 21 24 25 22 30 34 29 32 23 32 37 24 28 22 20 22 35 30 22 27 26 23 26 22 2329 24
internal_value=0 2.73585e-07 2.00105e-05 -9.73353e-08 9.49644e-06 -8.29295e-07 -6.33189e-06 -5.35515e-07 -5.13254e-06 1.43709e-06 -8.60756e-06 5.19088e-06 4.44424e-08 1.45485e-05 1.0324e-06 -4.54587e-07 -1.53961e-05 -2.95723e-05 -4.49509e-06 7.78133e-08 -2.72431e-07 -1.92733e-05 3.18505e-07 -5.83571e-07 2.7695e-05 5.22503e-08 -3.50228e-07 1.58362e-07 -6.07904e-07 3.61882e-05
internal_weight=0 3090 57 3033 215 2818 194 169 147 125 91 62 2796 93 69 2703 93 65 43 2610 2586 78 2508 2473 48 2451 2424 2401 2351 50
internal_count=3121 3090 57 3033 215 2818 194 169 147 125 91 62 2796 93 69 2703 93 65 43 2610 2586 78 2508 2473 48 2451 2424 2401 2351 50
is_linear=0
shrinkage=0.1


Tree=4127
num_leaves=31
num_cat=0
split_feature=130 10 48 40 10 10 16 11 45 1429 156 3 1429 1373 1429 1446 472 2 52 1420 1425 3 1 0 13 52 4 43 3 41
split_gain=2.00357e-06 4.53648e-06 6.89364e-06 5.82025e-06 3.32972e-06 3.38869e-06 2.52399e-05 2.37651e-06 2.3038e-06 4.1155e-06 3.96671e-06 2.33401e-06 2.16077e-06 1.33248e-05 9.15616e-06 5.41464e-06 5.23334e-06 7.11671e-06 5.87543e-06 3.86325e-06 4.24368e-06 3.54091e-06 8.12038e-06 7.21582e-06 5.52253e-06 4.34946e-06 3.96158e-06 1.31873e-05 3.49477e-06 4.30007e-06
threshold=-0.23647499999999996 -0.38124499999999995 0.086665000000000006 -0.24134999999999998 -0.11058499999999999 -0.011559999999999999 -0.056919999999999991 -1.0000000180025095e-35 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.42240500000000009 0.083715000000000026 1.0000000180025095e-35 0.08103500000000001 0.085345000000000018 -0.081429999999999989 0.10644500000000001 -0.38533999999999996 -0.08341999999999998 0.09198000000000002 0.12745000000000004 0.10684 -0.14001499999999997 -0.16152999999999998 -0.054584999999999995 -0.50940999999999981 -0.018859999999999998 -0.52915999999999996 0.088180000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 -7 9 -9 11 12 14 15 19 16 -14 18 -18 -11 21 24 -23 -24 -21 -25 27 -26 -28 -30
right_child=1 3 -4 4 5 7 -8 8 -10 10 -12 -13 13 -15 -16 -17 17 -19 -20 20 -22 22 23 25 26 -27 28 -29 29 -31
leaf_value=-3.154941470711492e-05 7.5263508479110909e-05 -5.2703777172220208e-05 -6.7700557771050158e-06 3.8886042404390702e-05 -9.04689231160942e-05 3.3787900403175237e-05 5.5706031257397547e-05 -4.5506073074648161e-05 2.3863564734938336e-05 4.4051458971807739e-05 4.4393583957571541e-05 -3.3512203702100252e-05 4.1596213912036494e-05 -8.1444891127276884e-05 6.6572122890257946e-05 -4.5552161464001986e-05 5.7745884923861013e-05 -4.1261128779679944e-05 -9.4159739401691015e-07 -4.5435119850649419e-05 -3.9505549756102955e-05 7.0660157665691298e-05 3.2625360795969354e-05 -5.5813534312288874e-05 1.6603634644378608e-05 5.7437802145917283e-06 -3.9937870800107099e-05 -8.2131697679699308e-05 1.7156565846788808e-06 -2.658467834077204e-05
leaf_weight=20 20 21 21 22 27 21 21 20 40 20 20 21 31 23 21 25 20 38 116 27 27 23 45 22 31 24 21 24 2254 55
leaf_count=20 20 21 21 22 27 21 21 20 40 20 20 21 31 23 21 25 20 38 116 27 27 23 45 22 31 24 21 24 2254 55
internal_value=0 2.03479e-07 3.32463e-05 -2.39252e-07 1.23287e-07 -1.59371e-07 -2.65174e-05 2.6676e-07 2.79732e-08 -2.99889e-07 1.31731e-08 -2.96314e-07 -5.13072e-08 -8.87267e-06 8.09064e-07 -1.61544e-06 3.74269e-06 -3.00132e-06 7.68891e-06 2.72327e-07 -7.06349e-08 3.50878e-07 1.75726e-05 4.15488e-06 -4.63084e-07 -2.36967e-05 4.60332e-08 -2.64809e-05 6.72205e-07 1.04155e-06
internal_weight=0 3101 41 3060 3039 3017 48 2969 2948 2908 2888 2868 2847 253 2594 230 205 174 136 2573 2553 2526 114 91 2412 46 2385 55 2330 2309
internal_count=3121 3101 41 3060 3039 3017 48 2969 2948 2908 2888 2868 2847 253 2594 230 205 174 136 2573 2553 2526 114 91 2412 46 2385 55 2330 2309
is_linear=0
shrinkage=0.1


Tree=4128
num_leaves=31
num_cat=0
split_feature=1420 157 471 153 12 4 12 401 1212 401 133 1209 1209 1209 12 9 9 34 34 40 3 40 2 4 15 132 1204 1212 1210 1454
split_gain=2.12556e-06 4.54779e-06 2.27871e-06 4.14588e-06 2.8574e-06 3.18233e-06 2.75022e-06 2.17314e-06 2.56135e-06 3.05224e-06 1.90157e-05 5.35003e-06 2.90194e-06 3.0636e-06 2.27667e-06 5.92267e-06 7.77636e-06 5.15546e-06 2.90971e-06 2.48488e-06 6.56448e-06 3.54211e-06 3.07695e-06 3.48545e-05 2.22559e-06 2.70357e-05 4.81865e-05 6.97097e-06 1.87941e-05 6.19052e-06
threshold=0.056520000000000008 0.63397500000000007 0.10338500000000002 0.08351500000000002 0.23631000000000002 0.63113500000000011 0.15120000000000003 0.13729500000000003 0.15049500000000002 0.11769000000000002 -0.059434999999999995 -0.093169999999999989 -0.087199999999999986 -0.076689999999999994 0.12757000000000002 0.092890000000000014 0.088235000000000022 -0.097449999999999981 -0.084564999999999987 -0.083564999999999987 -0.012939999999999998 -0.081564999999999985 -0.0050599999999999994 0.053180000000000012 0.088990000000000014 -0.083284999999999984 -0.066239999999999979 -0.089544999999999986 -0.064799999999999983 0.081220000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 11 -11 -1 -13 -14 15 16 17 -15 -19 20 -20 -21 23 -23 -24 -26 -27 -28 -29 -30
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 10 -12 12 13 14 -16 -17 -18 18 19 21 -22 22 24 -25 25 26 27 28 29 -31
leaf_value=-5.1891687444367559e-05 -3.0287740114347443e-05 4.7756042404216716e-05 -3.1442211721973173e-05 4.3406256624869207e-05 -3.7834993090655192e-05 3.3644126490019392e-05 -3.394149574991919e-05 2.9405353561742235e-05 -3.4196071613802239e-05 -3.4911589227704103e-05 9.5389231171880281e-05 3.6188504550822969e-05 -3.3185087444767954e-05 4.9692232689613737e-05 -2.4583258208302733e-05 3.9081405721401842e-05 -5.6837201759663004e-05 -3.3339848862222146e-05 7.5350811290691667e-06 3.4330735721713639e-05 -6.163753161039811e-05 0.00011424625459451068 -1.6868482895621409e-06 -5.6329155631829055e-05 9.3256017848806095e-05 -0.00014845672579083061 5.3846539563453235e-05 -8.4782773521273282e-05 1.1272338584433039e-05 -3.7389978725903874e-05
leaf_weight=20 23 20 23 22 20 28 24 25 22 24 21 22 28 21 37 39 24 26 34 31 23 23 1988 25 33 21 29 23 394 28
leaf_count=20 23 20 23 22 20 28 24 25 22 24 21 22 28 21 37 39 24 26 34 31 23 23 1988 25 33 21 29 23 394 28
internal_value=0 2.24863e-07 -8.39819e-08 1.52103e-07 -1.61643e-07 8.84291e-08 -2.26331e-07 4.69427e-08 -2.03044e-07 5.35954e-08 2.58955e-05 -3.51732e-07 1.0079e-08 -2.71465e-07 5.77886e-08 3.87882e-07 -1.66303e-07 3.37625e-07 -4.9398e-08 2.76979e-07 -2.03767e-05 7.30643e-07 3.24402e-07 2.54049e-05 -1.54082e-07 5.61702e-06 -2.25583e-07 6.34162e-06 3.24579e-06 8.04356e-06
internal_weight=0 3098 3078 3055 3033 3013 2985 2961 2936 2914 45 2869 2849 2827 2799 2762 2723 2699 2678 2652 57 2595 2564 48 2516 528 495 474 445 422
internal_count=3121 3098 3078 3055 3033 3013 2985 2961 2936 2914 45 2869 2849 2827 2799 2762 2723 2699 2678 2652 57 2595 2564 48 2516 528 495 474 445 422
is_linear=0
shrinkage=0.1


Tree=4129
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 132 403 1213 12 133 3 33 47 47 47 1 131 131 42 1 47 46 16 1 47 0 1446 1 1 13 0
split_gain=2.08596e-06 1.45621e-05 6.14444e-06 6.94129e-06 1.97595e-06 3.07565e-06 4.0576e-06 2.70216e-06 6.02495e-06 2.52392e-06 1.94781e-06 2.70048e-06 2.21577e-05 1.08913e-05 1.88713e-05 2.97495e-06 4.18014e-06 3.91828e-06 3.38957e-06 9.82096e-06 9.74974e-06 4.57776e-06 2.67942e-06 2.98504e-06 2.5638e-06 2.47556e-06 2.89512e-06 1.13827e-05 1.93898e-05 1.92471e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.086059999999999984 -0.088034999999999988 -0.077519999999999992 0.11527000000000001 -0.37971999999999995 -0.086769999999999986 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.089640000000000011 0.093575000000000019 0.096490000000000006 0.092855000000000007 -0.0098899999999999978 0.10205500000000002 0.10397500000000001 0.096120000000000011 -0.0060749999999999997 0.11392000000000001 0.13283000000000003 -0.24955499999999997 0.11787500000000002 0.096255000000000021 0.092390000000000014 -0.081029999999999977 -0.080309999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 8 -8 -10 -3 13 -13 24 -15 16 17 -14 19 -19 22 -21 -20 -24 -12 26 27 -26 -29 -30
right_child=1 10 -4 -5 -6 6 7 -9 9 -11 11 12 15 14 -16 -17 -18 18 20 21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-3.5176648247136698e-05 8.3685992839967923e-05 -2.4821073478256775e-05 -6.0812176871834148e-05 -5.3271842414687851e-05 2.7399314889667689e-05 4.3597949235680228e-05 -4.6295977153931747e-05 2.4160986301397389e-05 -1.4854080828150647e-05 3.2616972324224967e-05 3.025951854007352e-05 0.00010153373624840849 3.7248455009830655e-05 -0.00012130934933566097 1.4418124815814996e-05 -2.6853508097701708e-05 4.5704829292093487e-05 -6.1616371936962065e-05 -3.9233390707522632e-05 3.4779469958799571e-05 6.9093101280616662e-05 -2.1907861128056539e-05 2.0303916824412083e-05 -2.6900052554473018e-05 -4.9318538819384797e-07 3.3225642122984445e-05 5.5190038107610922e-06 -0.00010736916390467538 6.3389350172656116e-05 -4.243267726038043e-05
leaf_weight=23 21 31 21 25 28 22 32 26 21 24 28 24 26 20 21 33 23 33 20 29 21 28 37 21 1746 22 608 27 25 55
leaf_count=23 21 31 21 25 28 22 32 26 21 24 28 24 26 20 21 33 23 33 20 29 21 28 37 21 1746 22 608 27 25 55
internal_value=0 7.15415e-07 -9.34231e-06 -3.96486e-06 3.03897e-06 -1.56974e-06 4.61393e-06 -3.71276e-06 -1.31247e-05 1.04638e-05 1.10001e-07 3.81467e-07 9.43997e-06 -6.65656e-07 -5.17904e-05 1.28406e-06 5.18549e-06 8.50861e-07 -4.15621e-06 -1.82017e-05 8.61244e-06 6.93306e-06 -7.67082e-06 3.21282e-06 1.69117e-07 -1.70203e-07 -4.68744e-07 -2.43342e-06 -3.40937e-05 -9.36329e-06
internal_weight=0 2899 222 201 176 148 125 103 77 45 2878 2847 295 2552 41 271 238 215 189 90 99 57 78 58 2511 2483 2461 1853 107 80
internal_count=3121 2899 222 201 176 148 125 103 77 45 2878 2847 295 2552 41 271 238 215 189 90 99 57 78 58 2511 2483 2461 1853 107 80
is_linear=0
shrinkage=0.1


Tree=4130
num_leaves=31
num_cat=0
split_feature=1200 132 1185 1203 403 1209 13 1209 1204 12 130 130 130 448 447 49 1348 483 159 159 159 133 158 159 2 159 4 43 159 1452
split_gain=1.85214e-06 2.66123e-06 1.18307e-05 1.09859e-05 2.44516e-06 2.99081e-06 2.12449e-05 2.38106e-06 1.88008e-06 6.04003e-06 2.1016e-06 4.43806e-06 2.65802e-06 2.65106e-06 2.78748e-06 7.32001e-06 4.73859e-06 2.39267e-06 3.3954e-06 7.68466e-06 1.33889e-05 7.20776e-06 1.42575e-05 7.0817e-06 6.17222e-06 1.48191e-05 7.48654e-06 1.32919e-05 4.57178e-06 3.32112e-06
threshold=0.089190000000000005 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.62200000000000011 -0.087714999999999987 -0.052719999999999996 -0.076689999999999994 -0.016569999999999994 0.089005000000000015 0.10887000000000001 0.099750000000000019 0.097445000000000018 0.030280000000000001 0.089635000000000006 -0.048674999999999989 0.086620000000000016 -0.47181499999999993 -0.10909999999999999 -0.092414999999999983 -0.088129999999999986 0.090445000000000011 -0.46778499999999995 -0.085179999999999992 0.10402500000000002 -0.47354999999999997 -0.069389999999999993 -0.071044999999999983 -0.26157999999999998 0.10567500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -4 -7 9 -9 11 12 13 14 16 -16 17 -10 21 -20 -21 24 -23 -22 25 -19 -27 28 -28 -25
right_child=-2 2 4 -5 -6 7 -8 8 10 -11 -12 -13 -14 -15 15 -17 -18 18 19 20 23 22 -24 29 -26 26 27 -29 -30 -31
leaf_value=-3.0445802305551366e-06 2.1379882655310213e-05 7.5317397187020453e-05 9.0136332437396058e-05 -7.4744153577436617e-05 -2.794861225523956e-05 -2.5675255609611569e-05 -4.7590475012492831e-05 -8.9541620036470706e-06 3.3823025296442212e-05 6.1992024475330249e-05 -2.2340107408408153e-05 3.3689857632569517e-05 -3.5729043416462709e-05 -3.2413163033197636e-05 -4.1712953601303087e-06 7.0917912962613629e-05 -4.7491469186276111e-05 7.6553095150302402e-05 4.7524846657844529e-05 -7.560126864320963e-05 4.9346987507306042e-05 2.4691341823199762e-05 -8.0613695182465679e-05 1.1170780311019848e-08 -5.0829433132007369e-05 4.1670531275237662e-05 3.8810143049280066e-05 -7.7811695644350992e-05 -2.3580876950290987e-05 3.7418522530667064e-05
leaf_weight=195 40 21 24 24 31 36 21 30 21 20 42 39 21 25 37 20 21 25 35 23 30 20 36 2141 21 22 24 29 23 24
leaf_count=195 40 21 24 24 31 36 21 30 21 20 42 39 21 25 37 20 21 25 35 23 30 20 36 2141 21 22 24 29 23 24
internal_value=0 -2.77573e-07 5.35413e-07 -1.09021e-05 -1.73581e-08 2.9078e-07 2.58638e-05 -1.25418e-07 2.11627e-07 1.94243e-05 -1.46953e-07 2.06522e-07 -2.96115e-07 -7.37134e-09 3.10084e-07 2.21758e-05 -1.89454e-07 2.12059e-07 -7.56828e-08 1.03281e-06 2.99162e-07 -1.25628e-05 -4.30048e-05 1.09447e-06 -7.2427e-07 7.83027e-06 -9.70106e-06 -2.45718e-05 8.27837e-06 4.25848e-07
internal_weight=0 3081 2862 219 2841 2810 45 2765 2729 50 2679 2637 2598 2577 2552 57 2495 2474 2453 2253 2218 200 56 2195 144 123 98 76 47 2165
internal_count=3121 3081 2862 219 2841 2810 45 2765 2729 50 2679 2637 2598 2577 2552 57 2495 2474 2453 2253 2218 200 56 2195 144 123 98 76 47 2165
is_linear=0
shrinkage=0.1


Tree=4131
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 133 4 43 1204 2 43 130 1 9 10 9 9 9 45 52 52 12 52 403 1209 1209 52 15 52 1210
split_gain=2.02865e-06 5.31226e-05 2.81984e-05 1.09334e-05 1.95218e-06 2.38523e-06 8.24216e-06 3.14371e-06 1.93778e-06 4.54215e-06 6.58077e-06 1.9756e-06 4.20581e-06 2.43105e-06 2.4005e-06 1.44543e-05 5.46636e-06 2.06524e-06 2.03526e-06 2.25098e-06 1.09802e-05 2.14169e-05 1.47562e-05 8.03324e-06 6.74941e-06 8.6367e-06 1.24578e-05 1.52461e-05 7.72686e-06 6.26168e-06
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.11527000000000001 -0.37971999999999995 -0.00059999999999999995 0.031595000000000005 -0.016569999999999994 0.080205000000000012 -0.029804999999999995 -0.23123999999999997 0.16540500000000002 -0.092939999999999981 0.053330000000000009 0.092410000000000006 0.08925000000000001 0.037245000000000007 0.094030000000000016 0.091275000000000009 0.10160000000000001 0.091545000000000015 0.10611000000000001 -0.44023999999999991 -0.087714999999999987 -0.074484999999999982 0.088185000000000013 0.086495000000000002 0.08734500000000002 -0.13847499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -7 9 -4 -11 -10 13 -13 16 -16 17 18 19 24 21 -21 -22 -24 -15 -26 28 -28 29 -27
right_child=2 -3 8 -5 -6 7 -8 -9 11 10 -12 12 -14 14 15 -17 -18 -19 -20 20 22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=1.9564848870567447e-05 -0.0001134845371945465 0.00015305516588578821 5.1833108000209907e-05 -7.7653984608332403e-05 2.8983774955988687e-05 -4.4147376639147712e-06 -7.0134202396729967e-05 3.696515241640357e-05 2.9535480544754225e-05 -3.1880547723517338e-05 3.0047434454506922e-05 3.4551744920463538e-05 -4.2230017364393764e-05 4.4008535395904975e-05 -6.6132958893661003e-05 3.2250146736194963e-05 4.1752327313353764e-05 -3.2498612563358618e-05 -2.3853814400354168e-05 2.3967356052404893e-06 6.8281782138607616e-05 -0.000100065422927454 -6.1686309804233881e-05 -1.0956257953390984e-06 -5.5269810602314671e-05 4.6317686991793989e-05 0.00010842802815271096 2.2647295648517507e-06 -5.8611705282435825e-05 2.5548788629382003e-07
leaf_weight=21 22 23 24 20 21 91 20 23 22 32 37 20 24 37 32 28 31 20 36 51 30 34 23 450 27 30 24 31 22 1815
leaf_count=21 22 23 24 20 21 91 20 23 22 32 37 20 24 37 32 28 31 20 36 51 30 34 23 450 27 30 24 31 22 1815
internal_value=0 9.28075e-06 -7.00376e-07 -7.59074e-06 3.70991e-07 -3.50558e-06 -2.41908e-05 3.93384e-06 1.6117e-07 1.4361e-05 1.32721e-06 -3.12667e-07 -5.50157e-07 -1.85211e-07 -4.40536e-07 -2.02208e-05 5.46872e-09 -4.86605e-07 -2.41302e-07 8.89432e-08 -5.34584e-06 -3.85881e-05 2.71644e-07 -4.0419e-06 1.69803e-06 8.94807e-07 1.6838e-06 4.85905e-05 3.01973e-07 1.00447e-06
internal_weight=0 219 2902 196 176 155 41 114 2880 93 69 2787 2765 2741 2721 60 2661 2630 2610 2574 588 85 503 473 1986 1949 1922 55 1867 1845
internal_count=3121 219 2902 196 176 155 41 114 2880 93 69 2787 2765 2741 2721 60 2661 2630 2610 2574 588 85 503 473 1986 1949 1922 55 1867 1845
is_linear=0
shrinkage=0.1


Tree=4132
num_leaves=31
num_cat=0
split_feature=130 12 10 0 13 9 33 0 51 34 1420 157 475 1 157 1429 45 3 3 3 52 160 1 2 1 4 3 4 43 1446
split_gain=1.96446e-06 5.06568e-06 1.80401e-06 1.05965e-05 1.27035e-05 3.20523e-06 1.42106e-05 4.13554e-06 2.94202e-06 2.33247e-06 1.78811e-06 3.81014e-06 1.85933e-06 6.66859e-06 7.79324e-06 3.07379e-06 2.16626e-06 1.87956e-06 1.41821e-05 1.37996e-05 6.40389e-06 8.22244e-06 1.01225e-05 4.89923e-05 1.13101e-05 8.06435e-06 3.01694e-05 8.93461e-06 1.33052e-05 8.86438e-06
threshold=-0.23647499999999996 0.23631000000000002 -0.011559999999999999 -0.10224499999999999 -0.0062949999999999994 0.092235000000000011 -0.012019999999999998 1.0000000180025095e-35 0.080335000000000018 -1.0000000180025095e-35 0.056520000000000008 0.63397500000000007 0.058495000000000012 0.10171500000000001 -0.14310999999999999 0.11809000000000001 0.094030000000000016 -0.078724999999999976 -0.078344999999999984 -0.07908999999999998 0.048520000000000008 0.11055500000000001 0.093700000000000019 0.082275000000000015 0.094715000000000008 -0.07168999999999999 -0.028564999999999997 -0.068329999999999988 -0.082389999999999977 0.037915000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 -4 -7 9 -5 11 12 15 14 -14 16 17 19 -19 -8 21 22 23 -20 -24 26 -22 -27 -29 -30
right_child=1 -3 5 4 -6 7 10 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 18 20 -21 25 -23 24 -25 -26 27 -28 28 29 -31
leaf_value=-3.1239994277711959e-05 -7.1452781450413269e-05 4.8016166196744473e-05 8.2673605530068198e-05 -1.0812160326167941e-05 7.1281289802711746e-05 -5.9946635374217295e-05 -8.5125294886751283e-07 4.3614953028736634e-06 9.3270949643435116e-06 -5.9107765409862629e-05 -2.7656440563631526e-05 4.3832607771037148e-05 -5.3854072011745298e-05 5.5023659391466665e-05 3.2395567469930852e-05 -3.9429405478585981e-05 -2.5953267922318446e-05 7.7801151972380477e-05 0.00013679674733365948 -7.7254004493928141e-05 -0.00010269802503696862 -3.1717115025547208e-05 -7.3870083815563711e-05 9.2337291587288332e-06 3.3093247773611746e-06 5.0676655493965694e-05 3.1884448652553763e-05 5.4171081574754825e-05 -2.2628657809166595e-05 3.3001125523173179e-05
leaf_weight=20 24 22 21 20 21 20 1576 20 24 20 23 20 20 27 22 20 32 25 34 24 36 51 20 263 375 29 31 31 217 33
leaf_count=20 24 22 21 20 21 20 1576 20 24 20 23 20 20 27 22 20 32 25 34 24 36 51 20 263 375 29 31 31 217 33
internal_value=0 2.01479e-07 -1.40165e-07 -1.27753e-05 3.79246e-06 3.23548e-07 7.07386e-07 -2.77926e-05 -1.83523e-05 -3.496e-05 1.15674e-07 3.37004e-07 3.34758e-08 1.62501e-05 -8.67569e-06 -3.66578e-07 -8.52467e-08 2.16311e-07 3.30956e-06 -1.99729e-06 1.6468e-06 7.03309e-06 9.88895e-06 2.38369e-05 -5.98493e-07 -8.96861e-06 -4.04285e-05 -2.16921e-06 -7.62305e-06 -1.52855e-05
internal_weight=0 3101 3079 109 85 2970 2930 40 64 40 2909 2886 2866 69 42 2797 2777 2745 1145 1600 1120 743 692 297 395 377 67 310 281 250
internal_count=3121 3101 3079 109 85 2970 2930 40 64 40 2909 2886 2866 69 42 2797 2777 2745 1145 1600 1120 743 692 297 395 377 67 310 281 250
is_linear=0
shrinkage=0.1


Tree=4133
num_leaves=31
num_cat=0
split_feature=33 402 16 401 1210 1204 132 15 1204 13 132 1186 47 47 9 3 47 47 47 2 129 1184 12 1453 131 4 1 16 43 120
split_gain=1.95131e-06 1.84927e-06 8.36836e-06 4.55751e-06 2.37444e-06 2.07949e-06 2.91724e-06 6.65462e-05 2.63549e-05 4.65127e-05 1.03001e-05 7.65424e-06 2.11155e-06 1.587e-05 1.04699e-05 2.3288e-05 4.53771e-06 3.60481e-06 3.99907e-06 5.9414e-06 2.76976e-06 4.26967e-06 2.52434e-06 2.54562e-06 3.79083e-06 3.0606e-06 3.47039e-06 3.19039e-06 3.24123e-06 2.31411e-06
threshold=-0.009184999999999997 -0.45454999999999995 -0.069144999999999984 -0.46360499999999999 0.15724500000000002 0.057120000000000011 -0.083284999999999984 0.091915000000000011 -0.082199999999999981 -0.012549999999999997 -0.030684999999999994 1.0000000180025095e-35 0.094160000000000008 0.096850000000000006 0.087755000000000014 -0.13309499999999996 0.091210000000000013 0.088195000000000009 0.079365000000000005 0.084145000000000011 -0.077709999999999987 0.083155000000000021 -0.096104999999999982 -1.0000000180025095e-35 0.095715000000000008 0.10637500000000001 0.11061500000000002 -0.073404999999999984 -0.11180499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 11 9 -8 -10 -3 14 -14 16 -16 17 18 20 -20 -12 29 -15 -24 25 27 -27 -25 -29 -22
right_child=1 4 -4 -5 -6 -7 8 -9 10 -11 12 -13 13 22 15 -17 -18 -19 19 -21 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-2.4964031728168561e-05 -4.1937866031234574e-05 -6.0177281117335678e-07 6.2947806400188709e-05 1.937738011798097e-05 -2.7227766247506226e-05 -2.8561974919284696e-05 2.9117092453816439e-05 0.00017615785389518186 7.2252779245900457e-05 -0.00018396787998513209 -2.7886027500143327e-05 -6.4861551546917853e-05 8.7977529801719356e-05 3.3909998769972431e-05 3.3010497166039637e-05 -0.0001024448134770258 4.7657405502832262e-05 -3.5215763687276572e-05 -1.1793064252494581e-05 5.6625529778102654e-05 1.8933986687338694e-08 4.3910819906820759e-05 3.277343007994205e-05 4.0448047981884047e-05 -3.5235665478360125e-05 -4.9769331963034349e-05 1.5052464677313711e-06 -3.4924051278721889e-05 9.4509033223407982e-06 -2.7946566939741996e-05
leaf_weight=31 22 158 25 27 32 25 20 22 20 21 36 21 23 22 22 30 20 29 22 30 2163 22 20 26 34 22 33 20 93 30
leaf_count=31 22 158 25 27 32 25 20 22 20 21 36 21 23 22 22 30 20 29 22 30 2163 22 20 26 34 22 33 20 93 30
internal_value=0 2.5045e-07 1.58683e-05 -8.15191e-06 -1.32746e-07 1.57817e-07 4.00465e-07 1.20313e-05 -4.47181e-07 -8.0024e-05 7.53647e-07 -8.14063e-06 2.23435e-07 8.23826e-06 -7.53413e-07 -4.51368e-05 2.27852e-07 -1.7892e-07 2.62274e-07 2.76792e-05 -3.7108e-07 7.61152e-08 1.44565e-06 -1.43425e-06 -4.43492e-06 9.63145e-07 -1.90046e-05 8.86404e-06 1.59693e-06 -3.63631e-07
internal_weight=0 3090 74 49 3016 2984 2959 201 2758 41 2717 179 2697 293 2404 52 2352 2332 2303 52 2251 2215 270 248 228 194 55 139 113 2193
internal_count=3121 3090 74 49 3016 2984 2959 201 2758 41 2717 179 2697 293 2404 52 2352 2332 2303 52 2251 2215 270 248 228 194 55 139 113 2193
is_linear=0
shrinkage=0.1


Tree=4134
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1213 403 1213 2 12 4 1213 133 12 12 1212 1213 1213 1213 133 1452 1213 402 1213 1213 402 1213 3 1213 12 401
split_gain=1.86239e-06 1.25526e-05 8.51162e-06 4.98737e-06 2.05855e-06 2.97418e-06 2.52573e-06 2.60634e-06 7.07929e-06 5.16918e-06 1.78528e-06 7.82739e-06 1.05266e-05 7.27692e-06 4.7045e-06 3.35686e-06 8.73015e-06 1.1245e-05 5.12609e-06 2.50979e-06 2.51198e-06 9.57118e-06 3.81222e-06 3.1621e-06 8.85856e-06 7.93938e-06 1.46929e-05 9.0218e-06 4.47683e-06 4.29646e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.086260000000000017 -0.088034999999999988 -0.077519999999999992 0.089320000000000024 0.090165000000000009 0.10528000000000001 -0.21306999999999995 -0.054584999999999995 0.090345000000000023 0.087005000000000013 -0.21859999999999999 -0.09411499999999999 -0.088159999999999974 -0.086979999999999988 -0.020859999999999997 -0.069739999999999983 -0.085284999999999986 0.2506000000000001 -0.082994999999999985 -0.065844999999999987 -0.089154999999999998 -0.020279999999999996 -0.077104999999999993 -0.0086699999999999989 0.089085000000000011 -0.06959499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 8 -8 -9 11 12 13 -3 -13 18 -17 -18 -12 -19 -21 22 -22 24 28 26 -25 -27 -24 -29
right_child=1 10 -4 -5 -6 6 7 9 -10 -11 15 14 -14 -15 -16 16 17 19 -20 20 21 -23 23 25 -26 27 -28 29 -30 -31
leaf_value=-2.9461586231703004e-05 7.7709256549410172e-05 2.2657572098978566e-05 -6.3793298337259333e-05 -4.7914835539857106e-05 3.0861051739824083e-05 3.6842399599250218e-05 1.4467823862575861e-05 3.9970391244992247e-05 -6.2867675078450707e-05 -2.4836685915943239e-05 1.4765875577624584e-06 -1.1783846241000685e-05 6.2021982103033224e-05 -6.0686015984339809e-05 -7.795518856503557e-05 -5.266896934054169e-05 7.5407666172395694e-05 -2.814431632765674e-05 6.2431256372457767e-05 3.5781514889094978e-05 4.3198128557941387e-05 -6.5473905124235898e-05 -2.1160893915553712e-05 8.3436983887593446e-05 -5.8519518400620052e-05 -5.2549623302411422e-05 -2.4896888466433406e-05 3.3820581125044744e-05 4.4946866182726808e-05 3.5714773715262034e-07
leaf_weight=29 21 20 25 21 24 22 29 32 20 20 37 21 24 22 22 31 20 31 22 20 21 22 21 31 33 32 21 39 20 2368
leaf_count=29 21 20 25 21 24 22 29 32 20 20 37 21 24 22 22 31 20 31 22 20 21 22 21 31 33 32 21 39 20 2368
internal_value=0 6.75992e-07 -8.82748e-06 -1.85212e-06 3.644e-06 -6.53428e-07 6.13874e-06 -5.49186e-07 -1.70977e-05 1.50446e-05 1.13901e-07 -1.24393e-05 9.19071e-06 -2.09986e-05 -4.5639e-05 6.08052e-07 9.43075e-08 7.04857e-07 2.42054e-05 1.4297e-07 4.76648e-07 2.05906e-07 7.64666e-07 4.17258e-07 -1.99539e-05 1.02242e-06 3.96868e-05 1.9809e-07 1.10868e-05 8.99347e-07
internal_weight=0 2899 222 197 176 152 123 101 49 52 2878 109 66 42 43 2769 2710 2679 59 2659 2628 2608 2586 2565 74 2491 52 2439 41 2407
internal_count=3121 2899 222 197 176 152 123 101 49 52 2878 109 66 42 43 2769 2710 2679 59 2659 2628 2608 2586 2565 74 2491 52 2439 41 2407
is_linear=0
shrinkage=0.1


Tree=4135
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1204 2 42 15 130 40 4 10 0 15 3 9 4 1186 129 394 1213 52 15 403 1212 43 16 1213 1213 1213
split_gain=1.74661e-06 4.92215e-05 2.64376e-05 1.17164e-05 2.11454e-06 4.0865e-06 4.62058e-06 2.21662e-06 1.99499e-06 4.20884e-06 2.74233e-06 2.52969e-06 1.03879e-05 1.6904e-05 3.39641e-06 3.01629e-06 2.37749e-06 2.10723e-06 5.02268e-06 4.76628e-06 2.75117e-06 9.49445e-06 3.04329e-05 1.31363e-05 1.16907e-05 9.85822e-06 1.01357e-05 9.3458e-06 1.00935e-05 3.49112e-06
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.016569999999999994 0.080205000000000012 -0.067534999999999998 0.086195000000000008 -0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.011559999999999999 -0.10096999999999999 -0.098289999999999975 -0.0080949999999999998 0.08925000000000001 0.6227450000000001 0.089315000000000019 -0.077709999999999987 -0.10421499999999999 -0.087969999999999979 0.086450000000000013 0.086085000000000009 -0.0047449999999999992 -0.121045 0.0034250000000000005 -0.077074999999999991 -0.085284999999999986 -0.082414999999999974 -0.077179999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 -8 -6 -10 11 12 -11 -14 -15 16 17 18 -13 -20 21 23 -23 -21 -24 26 -25 -22 -29 -30
right_child=2 -3 4 -5 8 6 7 -9 9 10 -12 15 13 14 -16 -17 -18 -19 19 20 27 22 24 25 -26 -27 -28 28 29 -31
leaf_value=1.3259911877080259e-06 -0.00010985600826891394 0.00015418366996787622 5.0560603570678121e-05 -7.9398274865525307e-05 2.9683655156986788e-05 -2.7736781327082006e-05 1.1484105925774202e-06 4.8229367785097572e-05 -4.6257001095000305e-05 4.8491560592083259e-05 3.2752551815065092e-05 -4.4668489975335363e-05 -9.6589823725581593e-05 -2.4761150921727276e-05 2.5397177833602418e-05 2.8048212233874152e-05 3.1675339920658858e-05 2.4880471283950103e-05 4.129957522275584e-05 6.1061996857461056e-05 5.1260472456695945e-05 -0.0001460234097976354 -4.5334654113621981e-05 -7.1455717375101813e-05 5.9203790442552418e-05 3.6601416531993891e-05 1.3528285236806488e-05 -6.8216460993591511e-05 3.264311647512841e-05 -6.2538887539892378e-07
leaf_weight=178 22 21 24 20 22 29 20 20 20 20 25 26 27 27 27 38 23 32 27 30 35 20 23 36 20 25 23 22 32 2207
leaf_count=178 22 21 24 20 22 29 20 20 20 20 25 26 27 27 27 38 23 32 27 30 35 20 23 36 20 25 23 22 32 2207
internal_value=0 8.6115e-06 -6.49861e-07 -6.82798e-06 1.84353e-07 1.50177e-05 2.65491e-06 2.46889e-05 -3.10624e-07 -5.49276e-07 -2.16251e-07 -5.19273e-07 -1.60487e-05 -3.19846e-05 3.18013e-07 7.96103e-08 -3.32171e-07 -6.19963e-07 -9.43009e-07 -4.88264e-07 -9.445e-07 -1.29573e-05 -4.41125e-05 4.26e-06 3.28788e-06 -1.60264e-05 -3.83264e-05 -1.8423e-08 -8.12214e-07 -1.49912e-07
internal_weight=0 219 2902 198 2880 93 69 40 2787 2765 2745 2720 101 81 54 2619 2581 2558 2526 2500 2473 177 63 114 43 84 59 2296 2261 2239
internal_count=3121 219 2902 198 2880 93 69 40 2787 2765 2745 2720 101 81 54 2619 2581 2558 2526 2500 2473 177 63 114 43 84 59 2296 2261 2239
is_linear=0
shrinkage=0.1


Tree=4136
num_leaves=31
num_cat=0
split_feature=1453 1455 1455 1455 12 475 1 15 475 156 475 1371 15 475 1453 1447 52 43 403 1456 158 133 16 483 481 1452 482 1 484 15
split_gain=1.90924e-06 2.57659e-06 5.51133e-06 2.23257e-06 8.34887e-06 2.16931e-06 8.07632e-06 1.10023e-05 2.95753e-06 7.07645e-06 7.01685e-06 6.01004e-06 1.5439e-05 7.70212e-06 3.17964e-06 3.76329e-06 3.33129e-05 1.62717e-05 1.01967e-05 3.82793e-06 1.46006e-05 7.23522e-06 6.96002e-06 3.66837e-06 3.7532e-06 4.24787e-06 4.08109e-06 1.38819e-05 8.28398e-06 2.5587e-05
threshold=-0.087504999999999986 -0.24112999999999998 -0.097209999999999977 -0.072959999999999983 0.087995000000000004 -0.10664 0.10234000000000001 -0.008624999999999999 -0.086304999999999979 0.087465000000000015 -0.085754999999999984 0.083235000000000017 -0.045854999999999993 -0.085024999999999989 -0.079499999999999987 -0.086279999999999982 -0.0087299999999999982 -0.078469999999999984 -0.56738999999999995 -0.063824999999999979 0.077000000000000013 0.089405000000000012 -0.013024999999999998 -0.47181499999999993 -0.15265499999999996 0.088500000000000009 0.098465000000000011 0.16540500000000002 0.10126500000000001 -0.022504999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -5 9 -7 -10 13 -13 -12 -15 16 -16 -18 -17 20 21 22 -20 -21 -25 26 27 28 -26 -30
right_child=1 2 3 5 -6 8 -8 -9 10 -11 11 12 -14 14 15 18 17 -19 19 23 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-2.2580830232441627e-05 2.8063554203651042e-05 -5.1082415579696235e-05 6.2450191050326492e-05 -1.5361275384953666e-06 -2.5031987943293645e-05 -1.7497031402181958e-06 2.8016767248994221e-05 -9.5282316085233888e-05 -5.6314546501115808e-05 6.6184650400511757e-05 -5.5455466004787022e-05 -2.2186120953516697e-05 9.6285273265163024e-05 2.9418735427522762e-05 -0.0001315950674143096 6.8293761829739773e-05 -2.814387181489211e-05 9.0861923818010842e-05 -1.1087729000146576e-05 4.3327262646926106e-05 -9.569452839059523e-05 -4.9339141501799789e-05 6.1515744211805134e-05 -4.0792697737660182e-05 9.3366850295379069e-07 4.2560534893709701e-05 -2.8587692424745609e-05 7.6533836848587586e-05 -0.00012012215862052306 2.7746891904826041e-05
leaf_weight=37 33 21 24 31 20 46 27 21 22 23 25 22 22 37 20 22 27 20 31 20 20 21 23 22 2341 24 48 24 22 25
leaf_count=37 33 21 24 31 20 46 27 21 22 23 25 22 22 37 20 22 27 20 31 20 20 21 23 22 2341 24 48 24 22 25
internal_value=0 2.70906e-07 -2.97029e-08 3.24128e-07 2.26856e-05 -5.37766e-09 -1.63556e-05 -3.93952e-05 4.38954e-07 2.08951e-05 -5.83941e-08 3.81107e-07 3.70496e-05 -2.00932e-07 3.0193e-07 -9.56053e-08 -2.35007e-05 2.24969e-05 4.97714e-07 -7.1349e-08 -1.97776e-05 4.66941e-07 1.9836e-05 6.6978e-07 3.29337e-07 6.93542e-07 2.85084e-07 8.59666e-07 9.91218e-08 -4.14684e-05
internal_weight=0 3084 3051 3030 44 2986 79 52 2907 69 2838 2816 44 2772 2747 2710 67 47 2643 2621 95 75 54 2526 2506 2484 2460 2412 2388 47
internal_count=3121 3084 3051 3030 44 2986 79 52 2907 69 2838 2816 44 2772 2747 2710 67 47 2643 2621 95 75 54 2526 2506 2484 2460 2412 2388 47
is_linear=0
shrinkage=0.1


Tree=4137
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1213 403 1213 42 12 12 130 12 1209 1209 1209 1209 2 2 1446 3 2 15 474 15 1 15 4 12 1 3
split_gain=1.95469e-06 1.32605e-05 6.71033e-06 3.8123e-06 1.96099e-06 2.11183e-06 2.62189e-06 2.40444e-06 4.76751e-06 5.21188e-06 1.84898e-06 4.76354e-06 1.75048e-06 2.0485e-06 2.80433e-06 2.94451e-06 2.15664e-06 1.76047e-05 1.5274e-05 1.86297e-05 1.45121e-05 1.36009e-05 1.31474e-05 8.59359e-06 3.285e-05 2.87388e-05 9.0659e-06 1.01841e-05 3.55381e-05 1.27695e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.086260000000000017 -0.088034999999999988 -0.077519999999999992 -0.021469999999999996 0.11527000000000001 0.090165000000000009 -0.23647499999999996 0.23631000000000002 -0.14444499999999996 -0.089214999999999989 -0.083969999999999989 -0.065739999999999979 0.083995000000000014 0.083715000000000026 0.083830000000000002 -0.082879999999999995 0.084415000000000004 0.084370000000000014 0.10250500000000001 -0.10203999999999998 0.096475000000000019 -0.092919999999999989 -0.010655 0.085565000000000016 0.091450000000000017 -0.083654999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 8 9 -8 -3 12 -12 -14 -15 -16 17 18 22 -20 21 -18 23 24 -17 -25 -27 28 -28 -29
right_child=1 10 -4 -5 -6 6 7 -9 -10 -11 11 -13 13 14 15 16 20 -19 19 -21 -22 -23 -24 25 -26 26 27 29 -30 -31
leaf_value=-2.6514362453499103e-05 7.986826766725807e-05 -3.0184802599251268e-05 -5.7847901538480076e-05 -4.3122459014522889e-05 2.8519386554156274e-05 3.4766832430415728e-05 -2.2328665181703402e-06 1.9326764822835687e-05 2.1034702629549431e-05 -7.1352756949636385e-05 2.9447273037703782e-05 4.6679624276955364e-05 -2.7654311876782839e-05 3.4058793081233794e-05 -3.2536076296959698e-05 0.00012349133572388382 0.00011167918352799937 -7.3696933708820975e-05 0.00012667541173868812 5.0442099777950827e-06 4.8102547383324336e-07 4.0667589322159378e-06 -8.1192454407838266e-05 -0.00011286650649390141 -4.1747614333714337e-06 -1.16729640426781e-05 0.0001401532191375736 -6.4005078129412141e-05 -1.8972121856108971e-05 1.9099119537047596e-05
leaf_weight=29 21 20 25 21 24 22 24 32 25 20 20 22 27 24 28 25 23 35 20 34 1908 24 22 25 104 364 25 25 32 71
leaf_count=29 21 20 25 21 24 22 24 32 25 20 20 22 27 24 28 25 23 35 20 34 1908 24 22 25 104 364 25 25 32 71
internal_value=0 6.92547e-07 -9.04356e-06 -2.85011e-06 1.95511e-06 -2.23925e-06 3.48415e-06 -3.3299e-06 -1.38373e-05 -3.3651e-05 1.14823e-07 3.26857e-07 -3.27206e-08 -2.42096e-07 2.32791e-08 -2.72147e-07 5.79191e-08 -4.38043e-06 -1.13267e-06 5.00928e-05 1.83326e-06 5.67282e-05 -5.12426e-06 -2.63022e-06 2.05667e-05 -8.15127e-06 -3.08767e-06 1.73375e-05 5.08197e-05 -2.5426e-06
internal_weight=0 2899 222 197 176 152 123 101 69 44 2878 2858 2836 2816 2789 2765 2737 782 747 54 1955 47 693 671 129 542 517 153 57 96
internal_count=3121 2899 222 197 176 152 123 101 69 44 2878 2858 2836 2816 2789 2765 2737 782 747 54 1955 47 693 671 129 542 517 153 57 96
is_linear=0
shrinkage=0.1


Tree=4138
num_leaves=31
num_cat=0
split_feature=160 483 479 159 1447 1453 1447 1447 1456 1447 482 483 42 42 484 13 160 3 0 484 484 151 1456 52 154 474 157 2 2 4
split_gain=1.91654e-06 3.63846e-06 2.52448e-06 2.66333e-06 2.96863e-06 3.27757e-06 3.25327e-06 3.64235e-05 1.46081e-05 1.21037e-05 2.70275e-06 2.95632e-06 1.21834e-05 8.55372e-06 1.23552e-05 1.07727e-05 2.62098e-06 6.38882e-06 9.85068e-06 1.38365e-05 4.15204e-06 4.78858e-06 3.65686e-06 5.0593e-06 3.45462e-06 4.78358e-06 3.47174e-06 3.32473e-06 2.39242e-05 6.67418e-05
threshold=0.62940000000000007 -0.47181499999999993 0.10769500000000001 0.14765500000000001 -0.12995499999999996 -0.087504999999999986 -0.086279999999999982 -0.085684999999999997 0.085790000000000019 -0.084149999999999989 0.12191 0.10143000000000001 0.22070000000000004 0.086135000000000003 -0.075319999999999984 -0.077944999999999987 0.10908000000000002 0.088060000000000013 -0.069444999999999993 -0.017214999999999998 -0.093244999999999981 -0.085764999999999994 0.0058550000000000008 -0.016329999999999997 1.0000000180025095e-35 -0.26322499999999993 0.23903500000000003 0.089775000000000008 0.090935000000000016 -0.078629999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 8 -8 -7 -9 11 12 16 -13 -15 -16 20 18 19 -18 21 -11 24 -24 25 -22 27 -27 29 -29
right_child=-2 2 -4 -5 5 6 7 9 -10 10 -12 13 -14 14 15 -17 17 -19 -20 -21 22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=4.2718570248325712e-05 -3.010807032253416e-05 3.4975611773309843e-05 -2.5030542083186447e-05 2.851065302930885e-05 -3.5018866064665082e-05 1.5198792511670802e-05 0.00013494673548848369 -6.3658752624178318e-05 -8.5774399643844882e-05 -1.228537812061231e-05 3.5107969547838859e-05 2.6037569787717986e-05 7.6421720916100436e-05 1.999295107088983e-05 -1.5380416897685443e-05 -0.00011345411342820929 -1.5867726661882545e-05 -6.2016705582525739e-05 -6.2585439281108503e-05 8.0900469732693065e-05 -3.8775809826479564e-05 4.6684285080118572e-05 -6.2403628246763469e-05 -3.6709719345460395e-06 4.0989562343643883e-05 3.8009317333235849e-06 3.8602034343663649e-05 -0.00021460107313032496 3.9177895385037729e-07 -2.2806054626575169e-06
leaf_weight=20 21 24 40 33 27 38 20 30 23 21 22 32 21 25 21 24 45 23 21 22 31 40 22 44 21 1296 24 20 1013 57
leaf_count=20 21 24 40 33 27 38 20 30 23 21 22 32 21 25 21 24 45 23 21 22 31 40 22 44 21 1296 24 20 1013 57
internal_value=0 2.03966e-07 -7.21028e-08 2.56298e-07 -5.37767e-08 -3.35609e-07 -1.88132e-08 4.62745e-07 -2.28731e-05 -4.72796e-07 1.93488e-07 -7.86051e-08 5.47945e-07 -1.67928e-05 -3.63723e-05 -6.76864e-05 -4.2184e-08 -1.50893e-05 -2.82422e-06 1.59069e-05 6.02943e-07 2.63833e-05 -1.91295e-08 -2.32485e-05 6.03592e-07 2.5615e-07 7.58221e-07 3.77562e-07 -3.69279e-06 -5.74288e-05
internal_weight=0 3100 3080 3040 3007 2983 2956 2895 61 2875 2845 2823 2721 102 70 45 2700 111 88 67 2589 61 2528 66 2462 2441 2410 2386 1090 77
internal_count=3121 3100 3080 3040 3007 2983 2956 2895 61 2875 2845 2823 2721 102 70 45 2700 111 88 67 2589 61 2528 66 2462 2441 2410 2386 1090 77
is_linear=0
shrinkage=0.1


Tree=4139
num_leaves=31
num_cat=0
split_feature=12 4 10 4 51 0 34 123 9 2 1447 1447 403 43 1447 2 2 1447 403 2 2 2 16 0 16 48 150 3 150 1
split_gain=2.21982e-06 2.87628e-06 2.80805e-06 1.21901e-05 2.27495e-05 1.47274e-05 2.75406e-06 1.60283e-05 4.42693e-06 4.63504e-06 1.94182e-06 7.2808e-06 8.9199e-06 1.07438e-05 8.34121e-06 5.95757e-06 8.71408e-06 4.7056e-06 2.57722e-06 2.89883e-06 1.84374e-05 1.16884e-05 1.63108e-05 2.19248e-05 1.06988e-05 1.0358e-05 1.2164e-05 8.04178e-06 8.00167e-06 7.23771e-06
threshold=0.23631000000000002 0.63113500000000011 -0.011559999999999999 0.053180000000000012 0.080335000000000018 -0.097734999999999989 -0.057544999999999992 0.083805000000000004 0.088235000000000022 -1.0000000180025095e-35 -0.086849999999999997 -0.086279999999999982 -0.5492149999999999 -0.041049999999999996 -0.085644999999999985 0.086285000000000014 0.09142500000000002 -0.084334999999999979 -0.53762499999999991 0.10912000000000001 0.11018500000000002 0.10613000000000002 -0.018494999999999998 0.12113000000000002 0.6352000000000001 -0.075224999999999986 0.11235000000000002 -0.16726499999999997 0.097810000000000022 0.086105000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 -4 9 -8 15 -12 13 -13 -14 -11 -17 -16 -19 21 -21 27 -23 -24 25 -22 28 29 -27 -20
right_child=-2 -3 6 5 -6 -7 8 -9 -10 10 11 12 14 -15 17 16 -18 18 19 20 24 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00012677579999366241 -3.0952025285248807e-05 3.2135244873643386e-05 9.2002196156283319e-05 8.6492583309336621e-05 2.9951884893567434e-06 -2.8636156232096255e-05 3.8366115201071696e-05 -1.6857823743521295e-05 -3.3399160990181069e-05 -2.1180742906239927e-05 -5.638561351193146e-05 -4.3195128315486592e-06 -6.3458198339850201e-05 8.6589577390091461e-05 4.4849751832711976e-05 6.9355437400161232e-05 -1.2936365398920979e-05 -3.0225490476807646e-05 8.5851371550234036e-05 9.8135213089075744e-05 -6.1966723727718579e-05 1.3004784001455656e-05 -0.00012291422061742088 9.7745099265011961e-06 -4.7126246070092751e-05 8.9546713298319969e-06 6.9317407815105986e-05 -1.3672441167945863e-06 -4.7295895799632294e-05 8.1891402199592762e-06
leaf_weight=22 23 28 21 20 35 25 32 38 39 29 23 26 21 26 23 31 22 29 20 21 21 38 33 20 40 399 32 1927 27 30
leaf_count=22 23 28 21 20 35 25 32 38 39 29 23 26 21 26 23 31 22 29 20 21 21 38 33 20 40 399 32 1927 27 30
internal_value=0 2.29795e-07 -6.11998e-08 -1.63754e-05 -4.70919e-05 2.25322e-05 4.99463e-07 2.1889e-05 6.56432e-08 5.20391e-07 9.36602e-08 -3.57536e-07 1.13977e-07 4.1135e-05 -6.81657e-07 1.52583e-05 3.51966e-05 -1.86053e-07 -5.78856e-07 -2.49197e-07 6.27513e-06 -1.95284e-06 -3.69945e-05 -7.2843e-05 2.55825e-06 6.70727e-06 9.85607e-06 -3.39898e-07 5.38949e-06 3.9254e-05
internal_weight=0 3098 3070 102 57 45 2968 59 2909 2870 2838 2756 2733 52 2681 82 53 2660 2637 2608 540 2068 91 53 519 479 458 1977 426 50
internal_count=3121 3098 3070 102 57 45 2968 59 2909 2870 2838 2756 2733 52 2681 82 53 2660 2637 2608 540 2068 91 53 519 479 458 1977 426 50
is_linear=0
shrinkage=0.1


Tree=4140
num_leaves=31
num_cat=0
split_feature=33 12 4 12 1212 1213 42 12 1210 3 1210 15 132 1204 1213 1212 0 1210 15 403 15 4 43 1212 1212 1212 1 3 131 480
split_gain=1.92213e-06 1.83042e-06 3.09854e-06 2.25736e-06 2.12623e-06 2.16255e-06 4.75785e-06 7.01644e-06 3.30752e-06 1.47214e-05 4.6562e-06 2.49575e-06 1.70315e-05 4.15427e-05 7.30694e-06 1.91103e-05 1.48301e-05 9.01843e-06 8.81719e-06 9.23264e-06 1.6987e-05 1.66115e-05 2.13017e-05 6.96947e-06 1.58302e-05 6.08236e-06 7.95393e-06 1.39045e-05 1.25609e-05 1.00913e-05
threshold=-0.009184999999999997 0.23631000000000002 0.63113500000000011 0.15120000000000003 -0.52517999999999987 -0.24064499999999997 0.092860000000000012 0.088795000000000013 -0.13847499999999999 -0.082879999999999995 -0.090569999999999998 0.088990000000000014 -0.083284999999999984 -0.066239999999999979 -0.063509999999999997 0.087615000000000012 -0.082284999999999983 -0.0074649999999999985 0.090325000000000003 -0.072624999999999981 0.091475000000000015 -0.072334999999999997 -0.016814999999999997 -0.087464999999999987 -0.092474999999999988 0.11660500000000001 0.096575000000000008 -0.068334999999999993 0.08956500000000002 -0.080264999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 9 -7 -10 23 -13 -14 15 -15 -17 -16 -19 21 -21 22 -20 24 -12 26 28 -28 29 -22
right_child=1 -3 -4 -5 5 8 -8 -9 10 -11 11 12 13 14 17 16 -18 18 19 20 25 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.4776645577437579e-05 3.137732756758024e-05 -2.7856824801900707e-05 3.4186255531191517e-05 -3.038759981942955e-05 -2.1672027463453914e-06 -2.9058989093755374e-05 2.2501903896971439e-05 -7.6009342708196277e-05 -4.6770714210911788e-05 7.5438475628938515e-05 5.3046355213537993e-06 7.1101715892789218e-05 -0.0001327318064630328 9.8103542265259123e-05 -5.0155233930127002e-05 -6.8718541642738272e-05 5.0260651633751959e-05 6.1875305632215553e-05 1.0094747213534667e-05 -9.4025194230198408e-05 6.5269536018301252e-05 -3.3047405895558772e-05 0.00014438234128257528 -6.5104296914091937e-08 -9.9807409859077668e-05 -5.1808129337587165e-05 9.6348845363536395e-05 -2.4755303664798184e-06 -7.3576566596191543e-05 -4.3836931937244701e-06
leaf_weight=31 22 23 27 24 31 26 22 22 21 28 38 38 22 30 30 20 22 27 27 20 24 24 21 2220 23 20 24 35 23 156
leaf_count=31 22 23 27 24 31 26 22 22 21 28 38 38 22 30 30 20 22 27 27 20 24 24 21 2220 23 20 24 35 23 156
internal_value=0 2.4857e-07 4.59338e-07 1.59789e-07 4.02872e-07 1.75271e-07 -1.65913e-05 -3.28187e-05 6.06066e-07 2.51249e-05 1.43932e-07 4.90348e-07 6.45306e-06 1.77373e-06 7.65668e-06 3.71454e-05 -6.39611e-06 2.73049e-06 6.68702e-06 2.70284e-06 -4.96883e-06 3.48812e-05 6.88456e-05 -9.81379e-07 -3.43278e-05 1.34723e-06 5.40489e-06 3.77242e-05 -3.98842e-06 4.9034e-06
internal_weight=0 3090 3067 3040 3016 2994 75 53 2919 54 2865 2844 563 525 503 72 42 431 401 374 302 72 48 2281 61 282 262 59 203 180
internal_count=3121 3090 3067 3040 3016 2994 75 53 2919 54 2865 2844 563 525 503 72 42 431 401 374 302 72 48 2281 61 282 262 59 203 180
is_linear=0
shrinkage=0.1


Tree=4141
num_leaves=31
num_cat=0
split_feature=132 1185 15 43 1186 133 42 130 130 1204 2 12 130 129 1185 1185 393 130 43 128 128 0 128 400 42 401 42 1209 3 401
split_gain=2.11061e-06 1.07934e-05 6.59183e-06 3.7732e-06 8.14782e-06 1.97206e-06 2.90808e-06 3.88932e-06 2.05707e-06 1.84033e-06 3.13375e-06 4.90113e-06 2.0276e-06 3.13979e-06 4.56666e-06 5.52912e-06 3.3874e-06 3.0385e-06 8.1361e-06 5.38345e-06 8.16482e-06 4.85819e-06 4.50785e-06 6.99716e-06 4.46172e-06 1.62422e-05 5.48167e-06 4.98071e-06 1.74303e-05 4.16899e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 -0.011694999999999999 1.0000000180025095e-35 -0.015929999999999996 -0.021469999999999996 0.085870000000000016 0.10923000000000001 -0.016569999999999994 0.080205000000000012 0.089505000000000015 0.10887000000000001 0.11234000000000001 0.090595000000000009 0.082795000000000021 -0.04689999999999999 0.098975000000000021 -0.11180499999999999 0.089035000000000017 0.096925000000000011 -0.077084999999999987 0.082695000000000005 -0.059294999999999994 -0.016354999999999998 0.092675000000000021 -0.008624999999999999 -0.087714999999999987 -0.081234999999999988 0.11602000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -5 -9 10 -3 -12 13 14 15 16 -11 19 -19 22 -21 -22 23 -18 25 -25 -26 28 -28 -29
right_child=1 9 -4 4 -6 -7 -8 8 -10 12 11 -13 -14 -15 -16 -17 17 18 -20 20 21 -23 -24 24 26 -27 27 29 -30 -31
leaf_value=2.5050443123051852e-05 7.2151341356359243e-05 4.6100863761713971e-05 -5.7768868835410111e-05 -4.2068208825763909e-05 -6.9702623586636041e-05 -2.4141972692935574e-05 2.71379091109817e-05 3.2203174606322486e-05 -9.2000591653881463e-06 -4.0232077957452495e-05 -2.5075226774617933e-05 2.8711652683139418e-05 -2.1313262724460301e-05 3.956412223999451e-05 -4.3631150689786112e-05 5.0110646374047398e-05 -4.9703950175431345e-05 -2.0191340317978757e-05 6.7018070726392233e-05 -7.0687107937475157e-05 -2.8502790561712268e-05 3.4209444337258384e-05 4.0353500974431099e-05 5.1668445875537413e-06 -5.0452039993780834e-05 9.5583157252059948e-05 9.5244074162275698e-05 -2.7693003817125689e-07 -3.374438731043483e-05 -2.948835862480337e-05
leaf_weight=38 21 23 25 22 20 30 38 21 28 21 32 36 45 20 24 22 28 20 23 27 30 21 28 205 22 22 22 2137 20 50
leaf_count=38 21 23 25 22 20 30 38 21 28 21 32 36 45 20 24 22 28 20 23 27 30 21 28 205 22 22 22 2137 20 50
internal_value=0 7.19627e-07 -9.39735e-06 -3.25883e-06 -1.00246e-05 -1.4378e-06 4.81105e-06 -7.13853e-06 8.54418e-06 1.98409e-07 1.41927e-05 3.40018e-06 -2.58525e-07 8.70119e-08 -2.03048e-07 1.83266e-07 -2.27198e-07 8.92245e-08 2.64556e-05 -3.44831e-07 -2.6221e-05 -2.68011e-06 4.51673e-07 5.84261e-09 5.67535e-07 1.39297e-05 -7.79956e-07 -2.89697e-07 3.3821e-05 -9.44772e-07
internal_weight=0 2899 222 197 159 139 109 71 49 2878 91 68 2787 2742 2722 2698 2676 2655 43 2612 78 51 2534 2506 2478 227 2251 2229 42 2187
internal_count=3121 2899 222 197 159 139 109 71 49 2878 91 68 2787 2742 2722 2698 2676 2655 43 2612 78 51 2534 2506 2478 227 2251 2229 42 2187
is_linear=0
shrinkage=0.1


Tree=4142
num_leaves=31
num_cat=0
split_feature=132 394 15 1211 50 1203 1176 129 394 133 403 401 1212 1212 402 1212 52 1212 1211 2 1213 1210 1209 43 1212 1212 0 15 12 43
split_gain=1.7096e-06 9.53331e-06 5.33938e-06 3.08117e-06 2.4665e-06 2.3903e-06 1.92581e-06 2.13854e-06 2.44446e-06 5.29011e-06 1.96139e-06 3.04957e-06 2.02984e-06 6.06898e-06 1.62134e-05 4.97894e-06 4.57674e-06 2.915e-06 2.82444e-06 1.06696e-05 7.98374e-06 2.73874e-06 3.02053e-06 2.74078e-06 1.98797e-05 1.89744e-05 7.29932e-06 5.85612e-06 7.62405e-06 1.53715e-05
threshold=-0.083174999999999985 0.11233000000000001 0.092400000000000024 0.088595000000000021 0.09227500000000001 0.087520000000000014 0.086510000000000017 -0.08341999999999998 -0.088774999999999979 -0.020859999999999997 0.62200000000000011 0.13607500000000003 -0.121045 -0.089544999999999986 0.23460000000000003 0.14560000000000003 0.086450000000000013 0.13183500000000004 0.087635000000000005 0.087505000000000013 -1.0000000180025095e-35 0.258635 -0.087714999999999987 0.0034250000000000005 -0.040879999999999993 -0.064959999999999976 -0.13843999999999998 0.090750000000000011 0.090840000000000018 0.097930000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 -1 7 -2 9 -9 11 12 16 -14 15 17 -10 18 21 20 -20 22 -15 25 -25 -24 -26 28 -28 -30
right_child=1 -3 -4 -5 -6 -7 -8 8 10 -11 -12 -13 13 14 -16 -17 -18 -19 19 -21 -22 -23 23 24 26 -27 27 -29 29 -31
leaf_value=1.0993379484196858e-06 3.2517542204004717e-05 6.9450066348508699e-05 -5.199198328773491e-05 -4.0137552277883513e-05 -2.8534351713460637e-05 3.8178615650394935e-05 2.8378409607891325e-05 -5.1628399387482207e-05 7.4405633344652199e-06 1.0408912903922439e-05 -2.6705652675850109e-05 3.834058173067336e-05 4.4459930817934479e-05 3.4268862241788159e-05 -8.75628748049383e-05 4.9152104137257472e-05 -5.1594666850481499e-05 -3.5982362731539814e-05 9.470808772242717e-05 -2.9938197012260964e-05 1.1070315289543943e-05 3.3628056765640695e-05 9.0874602218441995e-05 -0.00010605838951050829 -4.9859451923864601e-05 -4.3576954077426023e-07 -4.4261000570811521e-06 -3.1397333123095451e-05 0.00010185741690899402 2.758180796970717e-06
leaf_weight=133 20 20 25 20 24 20 24 28 29 27 27 21 31 25 21 21 24 22 21 27 25 24 23 20 29 2160 121 40 24 45
leaf_count=133 20 20 25 20 24 20 24 28 29 27 27 21 31 25 21 21 24 22 21 27 25 24 23 20 29 2160 121 40 24 45
internal_value=0 6.47672e-07 -8.45762e-06 -2.93295e-06 1.27096e-06 5.9463e-06 1.69712e-07 -6.74194e-08 -2.97296e-07 -2.11737e-05 1.15727e-07 3.78777e-07 8.69772e-08 4.70369e-07 -4.46149e-08 6.54998e-07 -1.92924e-05 2.64193e-07 5.72793e-07 1.9963e-05 4.92528e-05 9.0806e-09 -3.15349e-07 -6.66529e-07 -9.99945e-06 5.26273e-07 -2.58177e-06 3.37932e-06 1.07007e-05 3.72275e-05
internal_weight=0 2899 222 197 177 153 2879 2855 2835 55 2780 2753 2732 2679 2648 2627 53 2606 2584 73 46 2511 2487 2462 279 2183 259 230 190 69
internal_count=3121 2899 222 197 177 153 2879 2855 2835 55 2780 2753 2732 2679 2648 2627 53 2606 2584 73 46 2511 2487 2462 279 2183 259 230 190 69
is_linear=0
shrinkage=0.1


Tree=4143
num_leaves=31
num_cat=0
split_feature=132 1186 1185 15 1204 2 42 15 130 12 130 51 51 401 4 0 51 10 0 1 14 159 160 9 482 483 2 483 1419 11
split_gain=1.84416e-06 5.23481e-05 2.92614e-05 4.42316e-06 2.12004e-06 3.13374e-06 4.03113e-06 1.86841e-06 1.75382e-06 4.55961e-06 1.96428e-06 1.94193e-06 5.18356e-06 4.14518e-06 4.13838e-06 8.31699e-06 4.67541e-06 2.99459e-06 2.00631e-05 1.08658e-05 3.39987e-06 8.96188e-06 7.45713e-06 3.84696e-06 2.87738e-06 4.39766e-06 5.98834e-06 5.33595e-06 4.0732e-06 4.78163e-06
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 -0.016569999999999994 0.080205000000000012 -0.067534999999999998 0.086195000000000008 -0.23647499999999996 0.23631000000000002 -0.10152499999999999 0.10501000000000001 0.11144500000000002 0.13699500000000003 0.033845000000000007 -0.14051499999999997 0.12229000000000002 -0.011559999999999999 -0.10224499999999999 0.11353000000000001 -0.31455999999999995 -0.48366999999999993 -0.013324999999999998 0.08925000000000001 0.12191 0.10761000000000003 0.096540000000000015 0.10321500000000002 0.099095000000000016 0.090070000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 -8 -6 10 -10 13 -13 17 15 -14 -17 18 -12 -20 22 -22 -19 24 25 27 -27 28 29 -23
right_child=2 -3 4 -5 8 6 7 -9 9 -11 11 12 14 -15 -16 16 -18 20 19 -21 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.7769456822269455e-06 -0.00011555822534732711 0.00015515070408582689 4.6187434024128991e-05 -4.6792786407422684e-05 -2.9791994675179014e-05 -2.4150623960003e-05 3.2044359977589921e-06 4.6429525827988985e-05 -2.5066798173156712e-05 4.5271452737241903e-05 -0.0001070009702743846 4.6594251879498427e-05 6.8186272914144436e-05 -4.522015439024905e-05 -2.8073939698616514e-05 -3.0440219114148531e-05 1.0770628374306648e-05 -1.8017376119546086e-07 4.4296372416775326e-05 -3.1835999442065311e-05 -6.2642293782188139e-05 -9.3604657464106501e-07 7.3463320204609773e-05 3.3479192967099476e-05 3.7347082634369149e-05 -2.7449460236205007e-06 -7.0663012801170616e-05 4.6846509788641319e-05 -4.5486585804610513e-05 2.8425598273379527e-05
leaf_weight=172 22 22 24 25 20 29 20 20 32 22 20 31 21 21 36 36 117 44 37 38 23 2059 20 34 20 34 21 24 20 57
leaf_count=172 22 22 24 25 20 29 20 20 32 22 20 31 21 21 36 36 117 44 37 38 23 2059 20 34 20 34 21 24 20 57
internal_value=0 8.84868e-06 -6.67768e-07 -7.48962e-06 2.09868e-07 1.50625e-05 4.23639e-06 2.4817e-05 -2.85752e-07 -7.24794e-08 -4.35892e-07 -1.45369e-07 8.42318e-06 -9.80733e-07 2.78841e-06 9.17372e-06 1.07396e-06 -6.01693e-07 -1.80086e-05 5.72264e-06 1.00201e-07 -5.34584e-07 2.28334e-05 9.49786e-08 -4.1288e-07 -7.53827e-07 -2.86773e-05 -4.28131e-08 -5.69659e-07 -1.45114e-07
internal_weight=0 219 2902 197 2880 93 69 40 2787 2767 2745 2713 241 2472 210 174 153 2451 95 75 2356 2292 64 2269 2235 2215 55 2160 2136 2116
internal_count=3121 219 2902 197 2880 93 69 40 2787 2767 2745 2713 241 2472 210 174 153 2451 95 75 2356 2292 64 2269 2235 2215 55 2160 2136 2116
is_linear=0
shrinkage=0.1


Tree=4144
num_leaves=31
num_cat=0
split_feature=12 130 1200 1201 132 1203 1185 0 0 12 3 1204 2 33 47 47 9 3 47 47 1446 1456 50 124 15 3 3 2 52 2
split_gain=1.97144e-06 3.13066e-06 1.94268e-06 2.99876e-06 2.57673e-06 1.17089e-05 1.14914e-05 1.72256e-06 2.35422e-06 4.35134e-06 5.47509e-06 2.43351e-06 1.86596e-06 1.70022e-06 1.90723e-06 1.34066e-05 9.98279e-06 2.34411e-05 4.05922e-06 4.6956e-06 2.87727e-06 2.74004e-06 4.64343e-06 2.35378e-06 2.05444e-06 2.64627e-06 6.2835e-06 9.7754e-06 9.09239e-06 1.27318e-05
threshold=0.23631000000000002 -0.22461999999999996 0.086110000000000006 -0.081779999999999978 -0.083174999999999985 0.088820000000000024 -0.083264999999999992 -0.098289999999999975 -0.091069999999999984 0.11418000000000002 -0.073309999999999986 -0.0030749999999999996 0.084415000000000004 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.087755000000000014 -0.13309499999999996 0.09055500000000001 0.088195000000000009 0.11787500000000002 -0.077604999999999993 -1.0000000180025095e-35 -0.063929999999999987 -0.56020999999999987 0.013900000000000001 0.083060000000000009 0.084145000000000011 0.11434500000000002 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 -6 -3 -9 10 11 12 -10 -8 16 -16 18 -18 19 20 24 -17 -23 -24 -15 -26 -27 -28 29 -29
right_child=-2 2 3 -5 6 -7 13 8 9 -11 -12 -13 -14 14 15 21 17 -19 -20 -21 -22 22 23 -25 25 26 27 28 -30 -31
leaf_value=3.4119334345127251e-05 -2.9168999184469653e-05 -2.5497813047487788e-05 4.9462009410490279e-05 -2.0405642287862006e-07 7.4104062930148635e-05 -7.5266874366207049e-05 -2.3436529966514379e-05 2.9597749002277851e-05 2.8270420443732291e-05 -3.8989567279453957e-05 5.2511933899950244e-05 -2.7495782717323891e-05 -7.5317944326859626e-06 -3.0604817972992102e-05 7.9353905736449326e-05 -3.0895330845244946e-05 3.0018356028449489e-05 -0.00011023437003901704 3.9403309766874798e-05 -4.3434896768303595e-05 3.7901041396253276e-05 5.0685378519119694e-05 3.1474368419863326e-05 -2.9618128525632123e-06 -1.2675282286737051e-06 5.8849677525754296e-05 -6.2929726318543551e-05 7.9397463341592821e-05 5.8742917358220882e-05 -3.800428614519708e-06
leaf_weight=27 23 28 20 31 21 25 31 25 24 28 20 32 37 22 24 24 22 26 26 25 20 20 22 203 1990 23 20 20 33 229
leaf_count=27 23 28 20 31 21 25 31 25 24 28 20 32 37 22 24 24 22 26 26 25 20 20 22 203 1990 23 20 20 33 229
internal_value=0 2.16551e-07 -8.15193e-08 1.92728e-05 -4.08364e-07 -1.08547e-05 4.084e-07 -2.5542e-06 1.3158e-06 -3.69873e-06 5.04591e-06 -5.16184e-06 6.55432e-06 -1.48294e-07 1.14323e-07 7.74028e-06 -7.95451e-07 -4.59519e-05 1.04677e-07 -3.24275e-07 1.32986e-07 1.35096e-06 4.50978e-06 4.0528e-07 -1.90232e-07 9.88053e-08 8.46497e-06 4.62772e-06 9.41903e-06 2.88213e-06
internal_weight=0 3098 3071 51 3020 219 2801 194 166 141 113 93 61 2780 2749 293 2456 48 2408 2382 2357 269 245 225 2337 2315 325 302 282 249
internal_count=3121 3098 3071 51 3020 219 2801 194 166 141 113 93 61 2780 2749 293 2456 48 2408 2382 2357 269 245 225 2337 2315 325 302 282 249
is_linear=0
shrinkage=0.1


Tree=4145
num_leaves=31
num_cat=0
split_feature=132 1203 393 50 130 12 130 9 33 12 9 15 1176 129 2 2 2 1210 1447 403 1453 1455 0 1 16 43 15 1213 2 52
split_gain=1.91062e-06 4.97605e-05 2.6914e-05 1.01811e-05 1.81631e-06 4.16224e-06 2.04023e-06 1.94717e-06 7.43529e-06 4.69607e-06 3.0719e-06 2.13789e-06 1.94384e-06 1.81953e-06 2.36585e-06 9.58474e-06 8.89884e-06 1.32359e-05 7.11148e-06 1.78127e-05 7.48535e-06 1.46901e-05 1.23818e-05 2.02545e-05 3.84742e-05 6.75001e-06 1.1757e-05 1.07725e-05 1.5452e-05 1.18882e-05
threshold=-0.083284999999999984 0.089165000000000008 0.12679500000000002 0.10022000000000002 -0.23647499999999996 0.23631000000000002 -0.13392499999999996 0.092890000000000014 -0.012019999999999998 -0.010834999999999999 0.085555000000000006 0.19724500000000003 0.086510000000000017 -0.08341999999999998 0.084550000000000014 0.084755000000000011 0.084305000000000005 -0.14175499999999996 -0.086359999999999978 -0.54448499999999989 -0.079219999999999985 1.0000000180025095e-35 -0.10474999999999998 0.094220000000000012 -0.059624999999999991 -0.082389999999999977 0.09006500000000002 -0.020279999999999996 0.081135000000000013 0.008405000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 6 -6 8 -8 -9 11 12 13 -10 16 -16 17 -15 -19 -20 -21 22 23 24 -22 26 -24 29 -29 -27
right_child=2 -3 -4 -5 5 -7 7 9 10 -11 -12 -13 -14 14 15 -17 -18 18 19 20 21 -23 25 -25 -26 27 -28 28 -30 -31
leaf_value=3.608214334669604e-07 -2.9908278338552919e-05 0.00014815715008887272 -0.00011628365740762093 -7.4932261413778191e-05 -2.7887290875346832e-05 4.3661203744704838e-05 -5.435837920231279e-05 5.5062948861935491e-05 2.9623742011608557e-05 -1.1813427244349095e-05 3.5318498470587658e-05 2.810342665287425e-05 2.8770832622008721e-05 7.6899024370504784e-05 6.1553567170099445e-05 4.1373757515484931e-07 -6.4006929169408973e-05 4.5786524137488767e-05 -8.562264001739096e-05 4.9474413652205839e-05 -1.6263842776425009e-05 -7.9931673364906319e-05 -8.2418755652331278e-07 -3.5960299152540516e-05 0.00017988467203394976 -9.9119660374788223e-06 8.1370170155423702e-05 -1.6603943705067992e-05 -9.0169231100389879e-05 6.2413649632644865e-05
leaf_weight=176 20 23 20 20 26 22 25 21 20 21 25 27 23 20 26 1856 25 26 28 25 20 26 134 23 20 73 20 265 32 33
leaf_count=176 20 23 20 20 26 22 25 21 20 21 25 27 23 20 26 1856 25 26 28 25 20 26 134 23 20 73 20 265 32 33
internal_value=0 9.00673e-06 -6.79691e-07 -7.32215e-06 1.22557e-07 3.32416e-07 -3.22965e-09 2.54406e-07 -6.93877e-08 2.16248e-05 4.24688e-07 1.04208e-07 -1.76304e-07 -4.25474e-07 -6.5209e-07 1.25839e-06 -5.3216e-06 -3.35229e-06 -5.56612e-06 -7.47624e-06 -4.21528e-06 -6.29306e-06 -3.20499e-06 3.88148e-05 8.18104e-05 -7.95767e-06 9.8504e-06 -1.47627e-05 -2.45302e-05 1.26045e-05
internal_weight=0 219 2902 196 2882 2862 2840 2814 2772 42 2747 2722 2695 2672 2652 1882 770 745 725 699 671 646 620 63 40 557 154 403 297 106
internal_count=3121 219 2902 196 2882 2862 2840 2814 2772 42 2747 2722 2695 2672 2652 1882 770 745 725 699 671 646 620 63 40 557 154 403 297 106
is_linear=0
shrinkage=0.1


Tree=4146
num_leaves=31
num_cat=0
split_feature=12 15 13 33 132 393 1203 0 2 133 52 9 2 131 131 43 480 481 480 13 15 484 16 403 2 1 52 131 131 1
split_gain=2.12705e-06 3.08247e-06 5.22369e-06 2.06611e-06 1.77169e-06 1.15438e-05 6.75949e-06 2.25905e-06 2.71304e-06 4.86456e-06 4.33934e-06 1.92329e-06 4.17837e-06 1.95913e-06 7.49164e-06 1.38406e-05 5.42001e-06 1.4817e-05 4.91269e-06 3.95913e-06 1.02258e-05 7.48561e-06 6.51681e-06 6.82313e-06 5.28456e-06 5.98804e-06 7.275e-06 4.88494e-06 3.95611e-06 3.93713e-06
threshold=0.23631000000000002 -0.5556049999999999 -0.076599999999999988 -0.009184999999999997 -0.083174999999999985 0.12069000000000002 0.088820000000000024 -0.098289999999999975 0.097385000000000013 -0.40071499999999999 0.089325000000000015 0.088235000000000022 -0.15339499999999998 0.092000000000000012 0.090385000000000007 -0.08076499999999999 0.11191000000000002 -0.0050099999999999988 0.10344000000000002 -0.077799999999999994 -0.013969999999999998 -0.0087999999999999988 -0.082779999999999979 -0.49218499999999993 0.094565000000000024 0.089175000000000018 0.084735000000000019 0.11211500000000001 0.089915000000000009 0.10254500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 11 7 -5 10 -10 -9 13 -13 14 16 -16 18 -18 28 20 -15 -21 27 -24 25 26 -25 -23 -6 -27
right_child=-2 3 -4 4 5 -7 -8 8 9 -11 -12 12 -14 19 15 -17 17 -19 -20 21 -22 22 23 24 -26 29 -28 -29 -30 -31
leaf_value=-6.41923128885379e-06 -3.0298351196941679e-05 -2.7693841723332836e-05 6.2563684471007004e-05 -2.9218094711653139e-05 -9.2632264412362277e-07 7.4630414816229389e-05 -5.4462083278394863e-05 4.1682523473393811e-06 5.707451480247983e-05 -8.0258657343771737e-06 -4.3473008033364144e-05 -4.9540125991339227e-06 5.3616569320660178e-05 2.2931947751203552e-07 1.1770264510149983e-05 -0.00010317100075553754 9.7540989731896853e-05 -2.1385450517383025e-05 -4.6986406612078379e-05 -5.610200960074421e-05 7.6600152722137323e-05 -6.3556146706105217e-05 7.0831935954629446e-05 -6.5479319535370454e-05 4.7309724784229606e-05 4.0872345484136272e-05 1.5437293786817463e-05 1.151572184556114e-06 4.3741599474742545e-05 -7.2728695544576499e-06
leaf_weight=23 23 27 21 26 2304 21 28 94 22 24 24 29 21 50 22 20 20 22 23 21 27 20 20 25 28 35 20 28 20 33
leaf_count=23 23 27 21 26 2304 21 28 94 22 24 24 29 21 50 22 20 20 22 23 21 27 20 20 25 28 35 20 28 20 33
internal_value=0 2.24941e-07 2.65044e-05 -1.53676e-07 9.19745e-08 7.65943e-07 -8.59232e-06 -1.83257e-06 2.50904e-06 2.31091e-05 -5.5215e-06 2.09575e-07 1.96456e-05 -1.45357e-07 -1.09594e-06 -4.29637e-05 -3.59884e-07 3.52462e-05 -9.97061e-07 7.38192e-06 2.70087e-05 8.11218e-07 6.52977e-06 1.61714e-05 8.41817e-06 -1.21867e-06 -2.95164e-05 -2.581e-05 -5.41917e-07 1.75078e-05
internal_weight=0 3098 44 3054 3027 2809 218 190 164 46 118 2788 50 2738 2431 42 2389 42 2347 307 77 230 209 161 141 113 45 48 2324 68
internal_count=3121 3098 44 3054 3027 2809 218 190 164 46 118 2788 50 2738 2431 42 2389 42 2347 307 77 230 209 161 141 113 45 48 2324 68
is_linear=0
shrinkage=0.1


Tree=4147
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1453 2 1447 4 1447 159 16 403 403 1455 1456 15 1456 1456 51 1455 158 475 484 475 43 13 2 474 52 156
split_gain=1.85869e-06 4.83156e-05 2.56789e-05 1.04742e-05 1.82583e-06 6.74651e-06 2.19247e-06 1.45311e-05 6.97548e-06 5.84619e-06 3.74517e-06 3.41547e-06 2.38428e-06 2.1493e-06 2.74456e-06 5.90021e-06 4.75991e-06 2.43677e-06 4.985e-06 2.67094e-06 3.20767e-06 2.44559e-06 1.50217e-05 1.02429e-05 5.01426e-06 1.2952e-05 3.91743e-06 6.911e-06 2.95842e-06 5.51665e-06
threshold=-0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 -0.085794999999999982 0.083995000000000014 -0.086359999999999978 -0.080094999999999986 -0.084894999999999984 -0.092414999999999983 -0.12029499999999999 -0.5492149999999999 -0.53762499999999991 -0.24112999999999998 -0.16130999999999998 -0.071579999999999991 -0.087454999999999991 -0.082809999999999981 -0.46280499999999997 -0.065979999999999983 0.13634500000000002 -0.086279999999999982 0.085740000000000011 -0.085599999999999996 -0.085154999999999995 -0.076599999999999988 0.099185000000000009 -0.25711499999999993 -0.56368999999999991 -0.065739999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 7 -6 -8 10 -9 -10 -13 -14 15 -15 -16 -18 -19 -20 21 22 24 -23 -21 -26 -27 -28 -25 -30
right_child=2 -3 4 -5 6 -7 8 9 11 -11 -12 12 13 14 16 -17 17 18 19 20 -22 23 -24 28 25 26 27 -29 29 -31
leaf_value=9.3802277481026884e-07 -0.00010829811969663504 0.00014943749536707235 -6.213277760252822e-05 -7.5408829911793876e-05 8.6562208790300332e-05 2.0004335128760433e-05 -4.5074217819894651e-05 -1.2469558368181986e-05 3.1100040784319088e-05 -4.0985094616691389e-05 4.7253401481568642e-05 -2.842571682714183e-05 2.7478683277250044e-05 1.0330696815562197e-05 3.9475963929421157e-05 -6.2983248465440879e-05 -3.1660395173579066e-05 3.7831824426705558e-05 -2.6136326642956242e-05 -3.7778585164442824e-05 4.0125075065589046e-05 7.1931509519345131e-05 -9.315515098023752e-05 -3.4870624494942605e-05 7.8653850348266798e-05 -4.2173607895771668e-05 -3.2092380500952934e-05 4.9036545685036494e-05 3.2939699803154875e-05 -3.2899295160952909e-07
leaf_weight=177 22 22 20 20 22 20 34 21 36 29 21 29 29 23 31 21 24 35 39 26 20 20 20 24 22 24 21 21 51 2197
leaf_count=177 22 22 20 20 22 20 34 21 36 29 21 29 29 23 31 21 24 35 39 26 20 20 20 24 22 24 21 21 51 2197
internal_value=0 8.88346e-06 -6.70409e-07 -6.81293e-06 1.51747e-07 -2.10642e-05 4.50563e-07 1.55512e-05 -6.06707e-08 -6.45221e-06 1.73919e-05 5.0345e-07 9.19909e-08 4.04307e-07 1.04515e-07 -2.466e-05 5.27676e-07 5.30703e-08 3.55103e-07 -1.72738e-07 2.41236e-07 -8.75673e-08 -1.32187e-05 6.80132e-07 8.05284e-07 1.22051e-05 -9.94453e-06 8.47208e-06 5.29191e-08 4.25768e-07
internal_weight=0 219 2902 197 2880 40 2840 93 2747 71 42 2713 2677 2648 2619 44 2575 2544 2520 2485 2446 2426 134 2292 114 88 66 42 2272 2248
internal_count=3121 219 2902 197 2880 40 2840 93 2747 71 42 2713 2677 2648 2619 44 2575 2544 2520 2485 2446 2426 134 2292 114 88 66 42 2272 2248
is_linear=0
shrinkage=0.1


Tree=4148
num_leaves=31
num_cat=0
split_feature=484 1452 1452 159 13 158 50 46 45 47 47 47 131 131 131 131 15 480 160 1447 12 2 1447 1447 158 484 2 2 484 129
split_gain=1.79625e-06 2.86068e-06 2.72826e-06 2.47316e-06 5.11523e-06 4.9121e-06 2.76563e-06 2.44702e-06 4.03034e-06 3.3128e-06 1.59729e-05 9.58849e-06 3.65069e-06 3.11043e-06 2.09476e-05 1.21765e-05 7.8122e-06 5.36773e-06 6.55404e-06 4.93941e-06 1.44764e-05 1.58435e-05 9.90525e-06 5.68863e-06 6.18584e-06 5.41555e-06 9.27645e-06 1.52961e-05 5.01181e-06 4.85419e-06
threshold=-0.52850499999999989 0.11769000000000002 0.10669000000000002 -0.47354999999999997 -0.080759999999999985 -0.46695499999999995 0.13767000000000004 0.10123000000000001 0.083445000000000005 0.092165000000000011 0.09550500000000002 0.088915000000000008 0.13767000000000004 0.090855000000000005 0.089415000000000008 0.088315000000000018 0.092145000000000019 0.11191000000000002 -0.55248999999999981 -0.085709999999999995 0.083985000000000018 0.086825000000000013 -0.084149999999999989 -0.082229999999999984 0.12874000000000005 -0.093244999999999981 0.094095000000000012 0.087545000000000026 -0.088124999999999981 0.080675000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 8 9 11 -11 12 13 14 15 17 29 18 -7 20 -20 -22 -21 -24 25 26 27 -25 -27 -15
right_child=1 -3 -4 5 -6 6 -8 -9 -10 10 -12 -13 -14 16 -16 -17 -18 -19 19 22 21 -23 23 24 -26 28 -28 -29 -30 -31
leaf_value=-2.9872550912841691e-05 -6.075289871450178e-06 3.3883143099956215e-05 -3.6895023849865542e-05 -4.0454133340972476e-05 6.1192912726255598e-05 -4.238271809905807e-05 -2.7335594616791543e-05 3.4564086984443875e-05 -4.443087696927251e-05 -8.9548875257605695e-05 -2.5923753880506484e-06 5.4481676360249846e-05 -3.9533380591323792e-05 1.0115767055923882e-05 -8.7324914245443693e-05 7.3668882174862796e-05 5.5823351103754249e-05 3.9974853820347243e-05 8.1672527430155567e-05 -5.7379986319574531e-05 -7.6901692832507255e-05 3.3057640267112507e-05 4.3010667478747861e-05 7.3199622079300752e-05 -4.6006537101267643e-05 -4.9081860994365776e-05 8.3343959132824763e-05 -3.8281788681615582e-05 3.6088931396993927e-08 -3.8553714682126632e-05
leaf_weight=20 26 25 20 30 20 36 36 21 20 23 259 34 22 188 27 23 35 34 29 30 20 38 31 20 29 21 21 32 1928 23
leaf_count=20 26 25 20 30 20 36 36 21 20 23 259 34 22 188 27 23 35 34 29 30 20 38 31 20 29 21 21 32 1928 23
internal_value=0 1.92673e-07 -8.11439e-08 1.59785e-07 2.31718e-05 -1.91893e-07 2.13431e-07 5.50308e-07 3.05939e-07 6.1415e-07 -9.68457e-06 1.72222e-06 1.02882e-06 1.37672e-06 2.42535e-07 1.27409e-06 1.20685e-05 5.4025e-07 -5.965e-08 6.33224e-07 2.39846e-05 -4.85937e-06 -3.28693e-07 4.93372e-07 -1.49259e-07 5.08437e-07 2.72493e-05 4.59568e-06 -4.93145e-07 4.81056e-06
internal_weight=0 3101 3076 3056 46 3010 2980 2944 2923 2903 282 2621 2587 2565 2319 2292 246 2269 2235 2199 87 58 2112 2082 2051 2022 73 52 1949 211
internal_count=3121 3101 3076 3056 46 3010 2980 2944 2923 2903 282 2621 2587 2565 2319 2292 246 2269 2235 2199 87 58 2112 2082 2051 2022 73 52 1949 211
is_linear=0
shrinkage=0.1


Tree=4149
num_leaves=31
num_cat=0
split_feature=48 48 12 12 4 12 133 0 12 0 16 12 12 42 1213 12 160 1429 133 1373 4 1447 12 4 150 457 2 2 2 15
split_gain=1.76039e-06 4.85414e-06 1.72886e-06 1.87648e-05 1.8558e-05 1.15959e-05 2.97251e-05 1.27302e-05 1.07344e-05 3.52871e-05 9.15253e-06 9.02137e-06 7.83828e-06 1.74385e-05 7.10548e-06 1.01245e-05 3.40699e-05 9.18726e-06 2.57043e-05 1.53894e-05 8.83249e-06 8.69723e-06 1.87101e-05 2.69056e-05 7.93107e-06 8.24851e-06 6.58353e-06 4.75118e-05 1.57686e-05 1.56494e-05
threshold=-0.22597999999999999 -0.098424999999999985 0.084535000000000013 0.08493500000000001 -0.082594999999999988 0.085355000000000014 -0.010614999999999998 -0.087184999999999985 0.085635000000000003 -0.086234999999999992 -0.0087049999999999992 0.084290000000000018 0.085955000000000018 0.084895000000000012 -0.0020849999999999996 0.083935000000000023 -0.025879999999999997 0.083725000000000008 0.084990000000000024 1.0000000180025095e-35 -0.081609999999999988 -0.085709999999999995 0.082480000000000012 -0.016304999999999997 0.12640500000000002 0.10487 0.10584500000000001 0.10774000000000002 0.096540000000000015 -0.036009999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 11 4 -4 6 -5 -8 9 -7 -6 14 13 -10 20 17 -17 19 -19 21 -3 -16 24 -24 25 26 28 -28 -23 -30
right_child=1 2 3 5 10 8 7 -9 12 -11 -12 -13 -14 -15 15 16 -18 18 -20 -21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-2.6978838104696481e-05 4.9315030407228735e-05 -6.4569698014039253e-05 0.00012827657007040796 4.3320609660845041e-05 -1.834514481868547e-05 -4.0059385293528504e-05 -4.1827814246062188e-05 -0.00014886605280480582 1.572575191676151e-05 0.00013327614675138951 6.8340436397799448e-05 -5.9388742530635294e-05 1.1040208714704854e-06 -0.0001078841855251951 5.4803759089211848e-05 0.00011672677445468644 -5.1771205683811186e-05 -9.7807252818152814e-07 -0.0001327418504479283 6.2229621695363542e-05 1.3944962768658551e-05 -1.5928770508632322e-06 -0.00014593521794019828 7.1955786050490013e-07 -5.7675414040125399e-05 6.0897776110441955e-05 -0.00014912784140703837 3.6499027082495838e-07 7.4078281841138965e-06 9.7258269488520457e-05
leaf_weight=24 20 38 22 27 29 23 25 20 25 24 21 28 1781 21 26 28 21 57 20 39 23 300 22 29 23 23 23 281 42 36
leaf_count=24 20 38 22 27 29 23 25 20 25 24 21 28 1781 21 26 28 21 57 20 39 23 300 22 29 23 23 23 281 42 36
internal_value=0 2.09066e-07 -1.10115e-07 1.60702e-06 5.17392e-05 -2.47822e-07 -3.963e-05 -8.94004e-05 1.26526e-06 4.84524e-05 1.80628e-05 -3.38224e-06 5.13613e-08 -4.07049e-05 -1.8612e-06 2.20631e-07 4.45134e-05 -2.13588e-06 -3.52024e-05 8.80859e-07 -3.49658e-05 -2.09132e-06 -3.99025e-06 -6.25433e-05 1.11675e-07 1.99693e-06 1.05356e-08 -1.09453e-05 8.8216e-06 4.88773e-05
internal_weight=0 3097 3077 2018 72 1946 72 45 1874 47 50 1059 1827 46 1031 970 49 921 77 844 61 805 779 51 728 705 682 304 378 78
internal_count=3121 3097 3077 2018 72 1946 72 45 1874 47 50 1059 1827 46 1031 970 49 921 77 844 61 805 779 51 728 705 682 304 378 78
is_linear=0
shrinkage=0.1


Tree=4150
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 403 4 1213 4 3 130 1373 150 1374 12 484 49 1372 158 42 1455 42 3 454 448 447 2 2 2 15 0
split_gain=1.72947e-06 1.2547e-05 4.53472e-06 4.15859e-06 2.79273e-06 3.45198e-06 3.02366e-06 6.25476e-06 2.70384e-06 2.58236e-06 1.72356e-06 4.78283e-06 3.37938e-06 2.29648e-06 4.0726e-06 2.22236e-05 1.61592e-05 1.21345e-05 7.96184e-06 1.21745e-05 5.75433e-06 3.83034e-06 3.00516e-06 2.96422e-06 5.51847e-06 3.15401e-06 2.31569e-05 1.10724e-05 1.10297e-05 9.70416e-06
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.090774999999999981 -0.085719999999999977 0.085855000000000015 -0.068329999999999988 -0.067429999999999976 0.10797500000000002 -1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.23631000000000002 0.091180000000000011 0.11042000000000002 -0.081219999999999987 0.10654500000000001 0.08623500000000002 -1.0000000180025095e-35 0.088575000000000015 -0.071799999999999989 -0.082469999999999974 0.030280000000000001 0.09290000000000001 0.10613000000000002 0.10699500000000002 0.10327000000000001 -0.067579999999999987 0.12113000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -7 9 -9 -3 12 -12 14 16 17 -14 18 19 -16 -20 -22 -18 24 25 27 -27 -24 -29 -30
right_child=1 10 -4 -5 5 6 -8 8 -10 -11 11 -13 13 -15 15 -17 22 -19 20 -21 21 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=3.7071789652145529e-05 7.76675037091731e-05 -2.5540975520226104e-05 -5.1599215542162052e-05 -4.0266971583841277e-05 -3.4400397173937689e-05 5.5028948409017176e-05 -3.0165812636152536e-05 4.3199753106039554e-06 1.6855251650620058e-05 -4.5888340719102419e-05 -3.9086343696743081e-05 4.5740273819082296e-05 -7.9014974863429632e-05 -3.2685291114917379e-05 -9.5325145821334445e-05 0.0001024048167746514 3.7894245248199224e-05 7.3407817064565146e-05 5.5815418720437893e-05 -7.5156284025676239e-06 -3.5643542705656731e-05 2.5505004686281264e-05 2.1915778329635967e-07 -3.3048058058840172e-05 5.1311160344387952e-05 -0.00010089084273204209 -2.3699341246422408e-06 -5.8074932601284089e-06 0.00012338624408585021 2.8142988467943327e-05
leaf_weight=20 21 26 22 27 28 25 21 21 38 20 22 23 26 21 20 25 21 21 26 75 20 21 1862 27 21 25 522 31 20 23
leaf_count=20 21 26 22 27 28 25 21 21 38 20 22 23 26 21 20 25 21 21 26 75 20 21 1862 27 21 25 522 31 20 23
internal_value=0 6.51409e-07 -8.50663e-06 -3.76645e-06 1.93017e-06 -2.66351e-06 4.44555e-06 1.14344e-05 -2.36136e-06 -2.01719e-05 8.94434e-08 3.23101e-07 -4.61446e-08 2.59835e-07 5.08165e-07 1.39685e-05 -5.7785e-07 1.88702e-06 -7.3842e-06 -2.60018e-05 1.9014e-05 -4.32356e-06 2.21274e-07 -9.13026e-08 2.64062e-07 -1.6767e-07 -6.87272e-06 1.72678e-06 3.96619e-05 7.24422e-05
internal_weight=0 2899 222 200 173 153 125 104 79 41 2878 2852 2829 2807 2786 208 2578 183 162 95 67 41 2552 2531 2504 2483 547 1936 74 43
internal_count=3121 2899 222 200 173 153 125 104 79 41 2878 2852 2829 2807 2786 208 2578 183 162 95 67 41 2552 2531 2504 2483 547 1936 74 43
is_linear=0
shrinkage=0.1


Tree=4151
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 10 0 12 9 1429 156 41 401 3 1 14 11 11 403 2 133 1210 1210 1210 1209 1209 1210 1210 15 15 403
split_gain=1.71147e-06 4.8802e-05 2.46883e-05 1.13008e-05 1.67502e-06 1.52366e-05 1.14295e-05 5.99828e-06 1.65243e-06 4.2394e-06 1.73657e-06 6.61378e-06 6.24528e-06 8.2509e-06 9.17272e-06 2.47908e-06 4.62003e-06 2.20719e-06 1.7232e-05 2.61221e-05 4.38397e-06 3.61014e-06 2.83052e-06 2.71102e-06 3.43622e-06 5.78155e-06 2.97349e-06 2.52394e-06 5.97815e-06 5.93343e-06
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.091905000000000014 -0.23752499999999996 0.32523500000000005 0.076195000000000013 0.080190000000000011 -0.083784999999999984 0.099400000000000002 0.077685000000000018 0.095720000000000013 0.086945000000000008 -0.53960999999999981 0.083715000000000026 0.40945500000000007 -0.3960249999999999 -0.094799999999999982 -0.085329999999999975 -0.087714999999999987 -0.065739999999999979 -0.063274999999999984 -1.0000000180025095e-35 0.089165000000000008 0.088495000000000018 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 7 -6 -7 8 -4 10 15 12 13 14 -12 16 17 18 -10 -20 -19 -22 -23 -24 -25 -26 -27 28 -28 -29
right_child=2 -3 4 -5 5 6 -8 -9 9 -11 11 -13 -14 -15 -16 -17 -18 20 19 -21 21 22 23 24 25 26 27 29 -30 -31
leaf_value=4.4798598124047695e-07 -0.00010617479694536253 0.00014632817387198724 -2.8494995128767186e-05 -7.8877271116652997e-05 8.1178922725181718e-05 2.7205765687657763e-05 -6.269911226734866e-05 -5.4815792100271214e-05 8.2048658637526948e-05 4.6225926344050097e-05 8.8438637848251833e-05 -4.1516213022987366e-05 -2.7956769545631863e-05 -7.7706522091602889e-06 5.56959392435436e-06 -2.7367997234464654e-05 3.8184087111403647e-05 -4.7797021834412591e-05 -8.7343591328065554e-05 5.8958828911114404e-05 3.3689055350502409e-05 -3.5386514112663767e-05 3.4899385147062801e-05 -3.2290671401174875e-05 3.7456475985937949e-05 -3.0724597033494155e-05 -1.7942251519232517e-06 2.3212254067777183e-05 -4.2956750459981979e-05 -1.6757282387053005e-06
leaf_weight=176 22 23 20 20 24 31 26 20 26 20 34 20 21 32 22 34 31 20 26 23 30 24 21 35 39 34 1771 136 36 324
leaf_count=176 22 23 20 20 24 31 26 20 26 20 34 20 21 32 22 34 31 20 26 23 30 24 21 35 39 34 1771 136 36 324
internal_value=0 8.52442e-06 -6.43298e-07 -7.64643e-06 1.62846e-07 1.43395e-05 -1.38035e-05 -2.4741e-07 1.4531e-07 3.52923e-07 1.79615e-08 1.13439e-05 2.1043e-05 3.27362e-05 5.58829e-05 -5.41828e-07 -1.87756e-07 -6.55153e-07 1.62451e-05 -1.8671e-05 -1.16832e-06 -7.87678e-07 -1.21508e-06 -8.7279e-07 -1.18909e-06 -7.23897e-07 -1.37102e-06 -9.30783e-07 -2.61429e-06 5.68246e-06
internal_weight=0 219 2902 196 2880 81 57 2799 2779 2759 2739 129 109 88 56 2610 2576 2545 75 49 2470 2450 2420 2396 2375 2340 2301 2267 1807 460
internal_count=3121 219 2902 196 2880 81 57 2799 2779 2759 2739 129 109 88 56 2610 2576 2545 75 49 2470 2450 2420 2396 2375 2340 2301 2267 1807 460
is_linear=0
shrinkage=0.1


Tree=4152
num_leaves=31
num_cat=0
split_feature=132 1185 1203 156 475 9 9 34 104 9 41 41 3 159 158 2 484 158 3 3 2 3 15 42 51 457 4 16 1 13
split_gain=1.69801e-06 1.3495e-05 6.51584e-06 1.69713e-06 4.03604e-06 1.64363e-06 6.12066e-06 3.83351e-06 3.48174e-06 3.37663e-06 3.01167e-06 6.72615e-06 3.08616e-06 2.1076e-06 2.64214e-06 2.06945e-06 1.70546e-05 1.53865e-05 7.18646e-06 8.25182e-06 6.20195e-06 1.85386e-05 9.21194e-06 1.31902e-05 7.0196e-06 5.41873e-06 5.20185e-06 1.14746e-05 5.48193e-05 6.74531e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.3248100000000001 0.13528000000000004 0.092890000000000014 0.088235000000000022 -0.097449999999999981 0.086600000000000024 0.10750500000000002 0.086565000000000017 0.091290000000000024 -0.098469999999999988 0.16394500000000004 0.13634500000000002 0.11411 0.10126500000000001 0.10544500000000002 -0.14186499999999996 -0.086224999999999982 0.10981000000000002 -0.08867499999999999 -0.07490999999999999 0.089015000000000025 -0.44986999999999994 0.091945000000000013 0.052250000000000012 -0.11118499999999999 0.094220000000000012 -0.17933499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -3 10 -7 13 -12 -13 14 15 20 17 18 -17 -20 24 -22 -23 -24 -9 -21 29 -28 -29 -26
right_child=1 3 -4 -5 -6 9 -8 8 -10 -11 11 12 -14 -15 -16 16 -18 -19 19 25 21 22 23 -25 26 -27 27 28 -30 -31
leaf_value=-2.0540072317742625e-06 8.0518227921510567e-05 4.0774185354092412e-05 -5.4469846234631539e-05 -2.6992610630417326e-05 4.5045345195831033e-05 4.9604661185185251e-05 -4.7725489201655836e-05 -5.797857828881769e-05 -3.9844547472966951e-05 -5.0489660609925451e-06 6.7927591957024037e-05 2.3317402307535912e-05 -2.9870763701183023e-05 -2.7233709725210092e-05 3.0994097310381394e-05 -5.4558404521042668e-05 -9.2641922012923973e-05 8.3287840661796513e-05 5.8020853473516622e-05 -3.0218084153779069e-06 0.00011101178492936015 4.4426358654163779e-05 -6.0862179573935773e-05 4.0518518826935353e-05 -5.339067650493235e-05 -5.3454625072924471e-05 1.417231035886262e-06 0.00015201361186035654 -3.2731645215891249e-05 -1.0814570153405519e-06
leaf_weight=195 21 23 27 23 20 20 27 21 22 26 21 24 20 29 27 29 22 20 21 289 20 35 33 21 25 23 203 29 36 1769
leaf_count=195 21 23 27 23 20 20 27 21 22 26 21 24 20 29 27 29 22 20 21 289 20 35 33 21 25 23 203 29 36 1769
internal_value=0 6.4547e-07 -8.42891e-06 6.26594e-08 2.80618e-07 -3.51828e-08 -3.44411e-07 1.18764e-07 -2.22629e-07 1.87135e-05 9.81961e-08 2.13643e-05 -8.59037e-07 -4.23033e-07 -1.26613e-07 -4.50287e-07 -7.02693e-06 -2.09623e-06 -6.81358e-06 -2.65562e-06 7.61831e-07 2.40146e-05 4.46471e-06 -2.14364e-05 -4.5495e-07 -6.73961e-06 1.30887e-07 1.31259e-05 4.96932e-05 -1.8104e-06
internal_weight=0 2899 222 2878 2855 2835 2789 2762 2739 46 2717 65 44 2652 2623 2596 404 382 362 333 2192 109 89 54 2083 312 2062 268 65 1794
internal_count=3121 2899 222 2878 2855 2835 2789 2762 2739 46 2717 65 44 2652 2623 2596 404 382 362 333 2192 109 89 54 2083 312 2062 268 65 1794
is_linear=0
shrinkage=0.1


Tree=4153
num_leaves=31
num_cat=0
split_feature=1429 1417 156 155 42 475 475 475 475 0 1375 3 1375 481 13 481 484 447 147 48 147 155 1447 4 52 1447 1429 475 1447 2
split_gain=1.81202e-06 4.69256e-06 3.34744e-06 5.6205e-06 4.86275e-06 3.80867e-06 3.08453e-06 4.03583e-06 8.13676e-06 7.73597e-06 7.63719e-06 2.43654e-05 6.36873e-06 3.7703e-06 1.74118e-05 7.18959e-06 2.52879e-05 3.38636e-06 3.93413e-06 1.1195e-05 3.31749e-06 2.57932e-06 3.16076e-06 3.01654e-05 1.69843e-05 6.12138e-06 3.53948e-06 4.75417e-06 2.98456e-06 2.66458e-06
threshold=0.12521000000000002 -0.080324999999999994 0.3248100000000001 0.11245500000000001 0.086950000000000013 -0.07675499999999999 -0.10664 -0.086304999999999979 -0.085774999999999976 -0.085669999999999982 -0.15308499999999997 0.092670000000000016 -0.090674999999999992 -0.15265499999999996 -0.081224999999999978 -0.086484999999999992 -0.081614999999999979 0.10121000000000001 0.093875000000000014 -0.07095499999999999 0.088610000000000008 0.10683000000000002 -0.085709999999999995 -0.085594999999999991 0.11639500000000001 -0.084334999999999979 -0.069929999999999978 0.016915000000000003 -0.083214999999999983 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -3 9 -9 -8 11 -10 -12 14 -14 16 -15 18 20 -20 21 22 23 -17 -25 -24 27 -27 -28 -30
right_child=-2 2 -4 4 -6 -7 7 8 10 -11 12 -13 13 15 -16 17 -18 -19 19 -21 -22 -23 25 24 -26 26 28 -29 29 -31
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leaf_weight=22 20 38 20 20 25 20 38 20 32 31 23 20 20 33 23 20 20 24 28 24 47 20 30 39 30 23 24 20 1283 1084
leaf_count=22 20 38 20 20 25 20 38 20 32 31 23 20 20 33 23 20 20 24 28 24 47 20 30 39 30 23 24 20 1283 1084
internal_value=0 -1.93508e-07 1.35314e-07 4.01924e-07 2.94935e-05 5.11169e-05 -2.29656e-07 1.34266e-07 -4.3697e-07 2.40351e-05 6.43809e-09 3.79808e-05 -6.95042e-07 -2.63331e-07 -2.96455e-05 1.96266e-07 3.66705e-05 -5.20773e-07 -8.5666e-07 -2.80934e-05 -3.16084e-07 -7.97015e-07 -5.1678e-07 -1.90306e-05 1.23131e-05 1.51942e-07 -4.01414e-07 2.80344e-05 -9.12807e-07 -5.57047e-07
internal_weight=0 3101 3079 3059 65 40 2994 2956 2887 69 2867 52 2815 2792 43 2749 53 2696 2672 52 2620 2573 2553 89 69 2464 2434 43 2391 2367
internal_count=3121 3101 3079 3059 65 40 2994 2956 2887 69 2867 52 2815 2792 43 2749 53 2696 2672 52 2620 2573 2553 89 69 2464 2434 43 2391 2367
is_linear=0
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Tree=4154
num_leaves=31
num_cat=0
split_feature=147 150 148 13 40 130 12 16 483 12 0 158 1446 1453 1456 1446 133 133 15 4 160 403 133 403 3 1210 158 15 1446 481
split_gain=1.88596e-06 1.02147e-05 5.88454e-06 4.27817e-06 1.82572e-06 5.26823e-06 3.23064e-06 6.52727e-06 3.47982e-06 2.7516e-06 3.87903e-06 2.77932e-06 1.25168e-05 8.84061e-06 8.22727e-06 3.42868e-06 1.82288e-05 8.72183e-06 1.28658e-05 1.2924e-05 6.51352e-06 6.38852e-06 2.02544e-05 1.0178e-05 6.08226e-06 4.82577e-06 3.35918e-06 7.82294e-06 3.22955e-06 3.25215e-06
threshold=0.095485000000000014 0.12083000000000001 -0.098399999999999974 -1.0000000180025095e-35 -0.24452499999999996 -0.22699999999999995 0.12477500000000001 -0.08595499999999999 -0.47181499999999993 0.11586 -0.061629999999999997 0.10380000000000002 0.086320000000000022 -0.068424999999999986 -0.0083149999999999977 0.083715000000000026 0.10995500000000001 0.086990000000000012 -0.012384999999999998 -0.084564999999999987 -0.090764999999999985 -0.54856499999999986 0.40945500000000007 -0.5335399999999999 -0.080409999999999995 -0.3960249999999999 0.107145 -0.068899999999999975 1.0000000180025095e-35 -0.039559999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -4 -6 8 -8 -7 11 -11 15 13 -13 -15 21 17 18 20 -20 -17 22 -10 -23 -22 -25 -16 -28 29 -27
right_child=1 -3 4 -5 5 6 7 -9 9 10 -12 12 -14 14 26 16 -18 -19 19 -21 24 23 -24 25 -26 28 27 -29 -30 -31
leaf_value=-4.4435026920837118e-05 2.2524443700149277e-05 7.0601998939547113e-05 2.9455948987604297e-05 -4.0098704844619236e-05 -5.1284791843499996e-05 3.479150337528024e-05 6.5093880833876969e-05 -3.9238375999654332e-07 -0.00010642327186112445 -4.5907116257313326e-05 9.7566393984986177e-06 5.5486588446555016e-05 -7.8016938314249277e-05 -6.3127036395599148e-05 -2.9719353085511103e-05 -4.2330820619517417e-05 9.2967614138615321e-05 -4.0714602348439143e-05 5.3532158227457776e-06 0.00010244761451758678 4.9658267729076523e-05 5.6223995522941555e-05 2.7788527143496577e-05 -4.9464471462670193e-05 -1.7882057745737255e-05 -3.5680398916436109e-05 4.8736068555399471e-05 -2.2343576404940297e-05 3.6360337135950732e-05 -1.157197382159948e-07
leaf_weight=30 20 23 21 24 20 28 23 45 22 31 21 23 25 25 24 37 25 38 29 26 24 32 23 20 30 26 32 30 24 2320
leaf_count=30 20 23 21 24 20 28 23 45 22 31 21 23 25 25 24 37 25 38 29 26 24 32 23 20 30 26 32 30 24 2320
internal_value=0 1.65965e-05 -3.641e-07 -1.16336e-05 7.31118e-08 -1.32363e-07 2.10597e-07 2.17574e-05 -2.92038e-07 -6.32301e-07 -2.34275e-05 -2.14188e-07 -1.30593e-05 -9.40313e-07 -1.26324e-05 5.4903e-07 1.2847e-05 1.96099e-06 1.30683e-05 5.12524e-05 -1.00099e-05 -4.92829e-07 -3.78261e-05 2.00812e-07 1.21359e-05 -5.49289e-07 2.04631e-06 1.43427e-05 -1.36503e-07 -5.09872e-07
internal_weight=0 67 3054 44 3024 3003 2983 68 2915 2887 52 2835 159 134 111 2676 209 184 146 55 91 2467 45 2422 54 2390 86 62 2370 2346
internal_count=3121 67 3054 44 3024 3003 2983 68 2915 2887 52 2835 159 134 111 2676 209 184 146 55 91 2467 45 2422 54 2390 86 62 2370 2346
is_linear=0
shrinkage=0.1


Tree=4155
num_leaves=31
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split_feature=402 1212 130 40 120 130 394 43 13 13 1371 13 133 1374 151 13 4 4 4 403 16 51 50 1455 159 159 2 43 2 13
split_gain=2.0228e-06 2.40356e-06 1.99827e-06 3.89824e-06 2.16862e-06 1.99428e-06 4.08057e-06 5.79863e-06 2.02045e-06 1.67721e-05 1.54344e-05 6.21689e-05 1.16568e-05 1.05952e-05 9.93711e-06 8.65562e-06 6.03777e-06 1.52961e-05 1.18993e-05 6.99972e-06 1.01842e-05 6.5979e-06 1.22452e-05 8.95512e-06 9.46996e-06 1.28506e-05 5.86159e-06 1.00163e-05 9.43117e-06 1.25569e-05
threshold=0.31278000000000006 0.15049500000000002 -0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.14628999999999995 0.013605000000000001 -0.010344999999999998 -0.086134999999999975 -0.085744999999999988 0.083235000000000017 -0.085584999999999981 0.10722500000000001 0.088460000000000011 -0.10007499999999998 -0.085154999999999995 -0.081714999999999996 -0.080924999999999983 -0.082349999999999993 -0.0038999999999999994 -0.087989999999999985 0.095820000000000016 0.094500000000000015 0.084965000000000027 0.078675000000000009 0.097885000000000014 0.085785000000000014 -0.084794999999999995 0.084855000000000014 -0.090639999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 8 -8 12 -10 11 -11 13 14 -7 -13 18 -18 -16 20 -19 23 -23 24 26 -26 28 -28 29 -21
right_child=-2 -3 3 4 -6 6 7 -9 9 10 -12 15 -14 -15 16 -17 17 19 -20 21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=2.9385735726226934e-05 3.0931474594537924e-05 -3.392595473477351e-05 -4.4204704136063813e-05 -2.771463360449371e-05 3.1371778393143109e-05 -5.0052442393758895e-05 -4.3766304026410749e-06 7.0021352430558179e-05 -7.1524077579584522e-05 0.00017569861005540589 -7.4516449850697047e-05 -6.2445048332965996e-05 7.2790521630849978e-05 6.8641109069374025e-05 7.3599528430844941e-06 -7.6778976977562556e-07 -8.1404322839301565e-05 -8.6548190929967134e-05 9.2050917183292952e-05 1.428005612769294e-05 3.0740355441594149e-06 0.00010007893964484537 -1.0578992805676536e-05 6.5869340115958566e-05 9.2686896728675662e-05 4.1336306287376558e-06 -6.6833589222074522e-05 -8.7401413593397603e-06 6.2623980622447569e-05 -6.5966140447506826e-05
leaf_weight=23 21 21 20 26 22 38 22 20 34 20 28 23 24 23 79 2123 23 21 21 78 32 20 20 21 23 57 37 150 25 26
leaf_count=23 21 21 20 26 22 38 22 20 34 20 28 23 24 23 79 2123 23 21 21 78 32 20 20 21 23 57 37 150 25 26
internal_value=0 -2.09538e-07 2.0421e-08 -2.00588e-07 8.92946e-08 -1.39045e-07 1.00904e-07 3.1051e-05 -3.4034e-07 -1.827e-06 -7.4692e-07 2.06703e-07 4.27287e-06 1.90338e-06 -3.84201e-07 -1.42882e-06 2.59746e-06 -1.63285e-06 2.51451e-05 1.96468e-06 -3.24367e-05 5.95433e-06 4.475e-05 2.23293e-06 -1.14173e-06 2.95927e-05 -8.92259e-06 -2.02346e-05 7.47538e-06 -5.78149e-06
internal_weight=0 3100 3079 3056 3036 3014 2988 42 2946 2228 2194 2166 718 694 671 2146 633 533 100 510 53 457 40 417 396 80 316 187 129 104
internal_count=3121 3100 3079 3056 3036 3014 2988 42 2946 2228 2194 2166 718 694 671 2146 633 533 100 510 53 457 40 417 396 80 316 187 129 104
is_linear=0
shrinkage=0.1


Tree=4156
num_leaves=31
num_cat=0
split_feature=129 42 1184 132 15 1185 393 132 2 2 52 132 52 482 0 39 1455 131 49 483 1455 43 158 1455 51 49 157 474 1429 456
split_gain=1.84438e-06 9.23579e-06 3.51911e-06 1.97137e-06 4.73492e-05 2.37132e-05 7.96064e-06 2.10516e-06 5.73841e-06 5.6318e-06 3.826e-06 6.09872e-06 3.31405e-06 2.01277e-06 1.17235e-05 7.12055e-06 6.49941e-06 6.38061e-06 3.61356e-06 3.00826e-06 2.05283e-06 8.46904e-06 1.10529e-05 2.11659e-06 2.76505e-06 1.39737e-05 3.83277e-06 2.77171e-06 3.32008e-06 2.49726e-06
threshold=-0.077709999999999987 -0.015274999999999999 0.089075000000000015 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.10483000000000002 -0.41094499999999995 0.089725000000000013 0.10136500000000002 0.087435000000000013 -0.1075 0.084960000000000022 0.090355000000000005 -0.059114999999999994 0.15619500000000003 -0.08045999999999999 0.096490000000000006 -1.0000000180025095e-35 0.099495000000000014 -0.079434999999999992 -0.013024999999999998 0.080695000000000003 -0.018454999999999996 -0.44986999999999994 0.11136000000000001 0.63334000000000013 -0.090834999999999985 -0.072014999999999982 -0.11319999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 7 8 -2 10 11 -9 -13 15 16 20 -15 18 -18 -20 21 22 -7 -22 25 -25 27 28 -26 -29
right_child=2 -3 -4 5 -6 13 -8 9 -10 -11 -12 12 -14 14 -16 -17 17 -19 19 -21 23 -23 -24 24 26 -27 -28 29 -30 -31
leaf_value=-7.0026122037753733e-05 -2.2952037052164088e-05 1.5321271496304691e-05 3.9288406855042055e-05 -0.0001040762311855691 0.00013559686127476966 -7.3198713705226381e-06 -6.828155930179492e-05 6.0716393854818306e-05 4.8912923113675793e-05 -5.2781481524957408e-05 -3.3709796761368951e-05 -3.1354980031513453e-05 2.0668823650339622e-05 -3.7902196841473186e-05 8.2689218306768463e-05 -5.9933041636668346e-05 3.4510047597987895e-05 6.2269869782280036e-05 -4.3242796545244e-05 4.6321287183153413e-06 -2.9434207419399175e-05 -3.2610246220925052e-05 9.5278999781710035e-05 3.3008351515274543e-05 -4.8296159562036896e-05 -8.1034819578979468e-05 4.000583897626105e-05 -3.4837700659409166e-05 9.1575620272437699e-07 6.4426142758055084e-07
leaf_weight=21 20 32 23 22 26 21 20 20 25 23 22 24 25 33 20 20 22 21 21 35 25 22 21 21 26 22 24 20 29 2415
leaf_count=21 20 32 23 22 26 21 20 20 25 23 22 24 25 33 20 20 22 21 21 35 25 22 21 21 26 22 24 20 29 2415
internal_value=0 -1.84956e-05 3.19503e-07 2.51565e-08 9.49565e-06 -6.58453e-07 -8.82072e-06 -1.34137e-06 1.69729e-05 -8.57071e-06 2.60344e-06 1.41816e-05 -4.81222e-06 1.48925e-07 1.13416e-05 -4.89218e-07 5.31376e-07 1.33426e-05 1.69831e-07 -1.3321e-05 -3.99075e-08 1.76518e-05 4.39796e-05 -4.78432e-07 -1.95329e-07 -2.53393e-05 2.34739e-07 -1.48597e-07 -2.23481e-05 3.52828e-07
internal_weight=0 53 3068 3045 205 2840 179 159 45 114 91 69 49 2818 152 2666 132 99 78 56 2646 64 42 2582 2557 43 2514 2490 55 2435
internal_count=3121 53 3068 3045 205 2840 179 159 45 114 91 69 49 2818 152 2666 132 99 78 56 2646 64 42 2582 2557 43 2514 2490 55 2435
is_linear=0
shrinkage=0.1


Tree=4157
num_leaves=31
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split_feature=40 4 147 49 2 447 0 132 1185 15 1186 447 1348 447 484 49 51 484 13 484 160 2 42 13 159 158 482 482 15 4
split_gain=1.81242e-06 6.43806e-06 2.0416e-06 1.16189e-05 6.19563e-06 5.14264e-06 1.9075e-06 1.79473e-06 1.39226e-05 5.75339e-06 3.43216e-06 2.29657e-06 3.39972e-06 3.61852e-06 2.41907e-06 3.09761e-05 1.59912e-05 8.64919e-06 2.76671e-05 8.27295e-06 3.50903e-06 3.09973e-06 4.14346e-06 7.72607e-06 5.23878e-06 3.09883e-06 5.96262e-06 5.70409e-06 1.50022e-05 3.91551e-06
threshold=-0.24620999999999996 0.63556000000000001 0.095485000000000014 -0.043469999999999995 0.11389000000000002 0.09227500000000001 -0.26343999999999995 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.089595000000000022 0.085630000000000012 0.083875000000000019 0.091180000000000011 0.11236 -0.081684999999999994 0.085790000000000019 -0.085669999999999982 0.084750000000000006 -0.088079999999999978 0.10882500000000002 0.08623500000000002 -0.084419999999999981 -0.020314999999999996 -0.47336999999999996 0.11191500000000001 0.080200000000000007 -0.010414999999999999 -0.50690499999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2 9 -9 10 -8 12 13 14 17 16 -16 19 -19 25 -20 22 23 -18 -24 -10 27 29 -29 -27
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leaf_count=20 23 21 21 22 22 21 172 21 22 25 21 20 22 25 20 20 28 23 23 27 35 35 27 32 32 77 24 54 20 2166
internal_value=0 -1.93523e-07 1.82713e-07 1.77174e-05 -1.25242e-05 -1.95314e-07 1.50572e-07 -7.15128e-08 6.20117e-07 -8.80572e-06 -2.95883e-06 -3.36769e-09 -2.5235e-07 6.78427e-08 -2.87388e-07 1.04652e-05 -3.08216e-06 -1.13158e-06 -3.32688e-05 -4.24096e-08 3.53478e-06 7.84283e-06 1.48663e-07 -1.8355e-05 1.8966e-05 -6.71309e-07 -1.02237e-06 -5.08724e-07 2.6808e-05 -1.40995e-06
internal_weight=0 3101 3080 65 43 3015 2994 2971 2753 218 193 2732 2712 2690 2665 194 174 2471 81 2390 58 154 119 60 59 2363 2341 2317 74 2243
internal_count=3121 3101 3080 65 43 3015 2994 2971 2753 218 193 2732 2712 2690 2665 194 174 2471 81 2390 58 154 119 60 59 2363 2341 2317 74 2243
is_linear=0
shrinkage=0.1


Tree=4158
num_leaves=31
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split_feature=132 1186 394 15 130 1 9 97 34 34 33 34 45 142 0 12 12 3 1203 1373 1374 150 43 150 457 4 1 447 49 49
split_gain=1.73731e-06 4.84567e-05 2.4433e-05 4.73521e-06 2.16918e-06 3.70017e-06 1.91623e-06 5.03393e-06 2.8771e-06 1.21768e-05 7.29749e-06 3.50224e-06 2.20317e-06 4.93687e-06 1.76847e-06 2.17993e-06 3.58749e-06 3.83228e-06 2.13855e-06 1.67524e-06 4.84279e-06 2.64532e-06 6.08158e-06 5.09026e-06 2.91963e-06 6.52972e-06 3.85655e-06 2.56932e-06 2.64857e-06 2.80008e-06
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=38 20 24 22 25 24 24 21 20 20 20 20 28 36 25 30 26 25 22 29 20 2383 21 21 20 21 20 23 24 37 32
leaf_count=38 20 24 22 25 24 24 21 20 20 20 20 28 36 25 30 26 25 22 29 20 2383 21 21 20 21 20 23 24 37 32
internal_value=0 8.58851e-06 -6.48139e-07 -7.91375e-06 1.53825e-07 -7.56757e-08 2.55212e-07 2.09615e-05 -7.11052e-08 3.57942e-07 -2.1307e-07 -2.4089e-05 2.32232e-07 5.63929e-07 -1.93793e-06 -7.41034e-06 -1.04579e-06 -1.12662e-05 2.01602e-06 1.89946e-07 4.35595e-07 5.88107e-08 -2.48344e-05 4.67215e-07 7.15311e-08 -2.10163e-05 -4.33383e-05 6.16613e-07 2.97915e-07 7.04722e-07
internal_weight=0 219 2902 195 2880 2860 2836 44 2792 2743 2723 49 2703 2667 170 132 106 81 59 2647 2622 2602 42 2560 2540 64 43 2476 2452 2415
internal_count=3121 219 2902 195 2880 2860 2836 44 2792 2743 2723 49 2703 2667 170 132 106 81 59 2647 2622 2602 42 2560 2540 64 43 2476 2452 2415
is_linear=0
shrinkage=0.1


Tree=4159
num_leaves=31
num_cat=0
split_feature=129 42 1184 1186 43 132 1203 393 50 2 49 12 52 400 130 40 130 130 0 130 2 402 1212 1212 43 1213 1212 4 12 42
split_gain=1.70698e-06 7.76908e-06 2.60372e-06 2.06706e-06 1.02678e-05 3.3421e-06 7.39827e-05 5.04212e-05 7.9962e-06 2.64537e-06 3.92327e-06 3.56107e-06 2.3224e-06 3.57398e-06 1.79374e-06 3.33047e-06 2.60954e-06 3.74771e-06 3.36588e-06 3.0907e-06 1.69291e-06 1.68491e-06 2.66512e-06 2.16729e-06 4.97656e-06 5.10808e-06 3.04881e-06 1.28554e-05 1.6007e-05 1.57202e-05
threshold=-0.077709999999999987 -0.015274999999999999 0.089075000000000015 -0.086894999999999986 -0.0087399999999999995 -0.083284999999999984 0.089165000000000008 0.11146500000000002 0.10022000000000002 0.10497000000000002 0.093350000000000002 0.10866500000000003 0.085540000000000019 -0.014055 -0.23123999999999997 -0.24290999999999999 -0.077029999999999987 -0.0094199999999999978 -0.083554999999999977 -0.0024349999999999992 0.089885000000000007 0.31278000000000006 0.15049500000000002 0.10321500000000002 -0.023869999999999995 -0.020279999999999996 0.086920000000000011 -0.081609999999999988 0.089005000000000015 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 8 14 9 10 11 12 -5 -14 -7 -16 18 -18 20 -19 -17 22 23 26 -25 -26 -21 29 -29 -28
right_child=2 -3 -4 5 -6 7 -8 -9 -10 -11 -12 -13 13 -15 15 16 17 19 -20 21 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-6.5055327580748354e-05 -1.5745721929049933e-05 1.32223722175695e-05 3.382701016443721e-05 1.1317679485500777e-05 6.3625928019713947e-05 2.8380738909948957e-05 0.00019433957367255062 -0.00015941005232889438 -6.8547845894499919e-05 2.5911752916350644e-05 -4.8154478790820582e-05 3.8083449180703613e-05 3.6403495908851492e-06 -5.2737348133549942e-05 -4.0945945620478597e-05 -1.7973181238630788e-05 -3.6217417612627695e-05 3.4922199789434673e-05 5.0608694100842321e-05 -9.2491267839856295e-08 2.3171858697423889e-05 2.7805107674794274e-05 -3.6998131254222247e-05 5.7654930077703846e-05 4.0550002623127691e-05 -2.0904473384880955e-05 -3.2532201764885997e-07 7.1836405754766017e-05 -3.7128208189712426e-05 -9.9641331180464485e-05
leaf_weight=21 39 32 23 32 28 22 20 20 20 29 20 20 23 22 20 20 29 25 23 2374 20 21 20 21 21 38 34 28 26 30
leaf_count=21 39 32 23 32 28 22 20 20 20 29 20 20 23 22 20 20 29 25 23 2374 20 21 20 21 21 38 34 28 26 30
internal_value=0 -1.77933e-05 3.07386e-07 5.41998e-08 1.74245e-05 -3.36603e-07 1.26426e-05 -1.20126e-06 -9.24858e-06 -1.12539e-06 -7.82691e-06 4.88053e-07 -9.27699e-06 -2.39221e-05 -5.97872e-08 -2.87311e-07 1.0554e-08 -4.64627e-07 2.01266e-05 -7.15906e-08 2.59934e-06 -4.06395e-07 -6.34961e-07 -3.52199e-07 1.58492e-05 9.69154e-07 -8.72307e-07 -1.65611e-05 1.9372e-05 -4.68797e-05
internal_weight=0 53 3068 3045 67 2978 186 2792 166 146 117 97 77 45 2772 2750 2730 2667 63 2638 40 2613 2592 2572 80 59 2492 118 54 64
internal_count=3121 53 3068 3045 67 2978 186 2792 166 146 117 97 77 45 2772 2750 2730 2667 63 2638 40 2613 2592 2572 80 59 2492 118 54 64
is_linear=0
shrinkage=0.1


Tree=4160
num_leaves=31
num_cat=0
split_feature=132 393 1203 40 130 12 0 1455 42 159 1455 158 1456 42 1456 1456 1456 483 1447 3 160 403 4 43 0 42 42 42 1210 42
split_gain=2.00556e-06 1.44049e-05 9.45964e-06 1.71564e-06 6.90619e-06 4.12355e-06 4.35859e-06 1.6824e-06 5.632e-06 6.39249e-06 2.40429e-06 3.39795e-06 3.07011e-06 1.0246e-05 5.47529e-06 5.18749e-06 5.29188e-06 5.26302e-06 2.46431e-06 1.8868e-05 1.42806e-05 9.53246e-06 2.4143e-06 5.18884e-06 2.94657e-06 3.7335e-06 3.74944e-05 2.40256e-05 6.09619e-06 5.53991e-06
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 -0.24620999999999996 -0.22699999999999995 0.13043000000000002 -0.040504999999999992 -0.092919999999999989 0.08623500000000002 -0.017094999999999996 -0.088559999999999986 -0.47144999999999992 -0.082809999999999981 0.087550000000000017 -0.15308499999999997 -0.075669999999999987 -0.062944999999999987 -0.47181499999999993 -0.086279999999999982 -0.085709999999999995 -0.090764999999999985 -0.55327499999999985 -0.50940999999999981 -0.018859999999999998 0.16094000000000003 0.087505000000000013 0.087075000000000014 0.087745000000000004 -0.090569999999999998 0.085935000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 7 -7 8 -6 -10 -9 -12 13 14 -13 -14 -17 -18 19 -19 -21 -20 23 -23 25 26 28 -27 -24 -30
right_child=1 -3 -4 4 5 6 -8 10 9 -11 11 12 15 -15 -16 16 17 18 21 20 -22 22 24 -25 -26 27 -28 -29 29 -31
leaf_value=-1.4793616370321291e-06 2.9285980681379441e-05 8.3222893937047403e-05 -6.4635345745921741e-05 -5.5917208142504527e-05 -2.590183984189618e-05 6.3586191031174085e-05 2.3334537287994933e-06 -3.5110839545495767e-05 1.1071323779805634e-07 7.2484718513173308e-05 3.1102741955050182e-05 2.9169716690651543e-05 3.8159190901621644e-05 -8.0026895843080391e-05 -2.7222583665636396e-05 -5.0594854688564995e-05 5.0907180175272514e-05 -9.6559974967517928e-05 5.9053846281905737e-05 -2.637972658184091e-05 7.792964416272039e-05 1.2762453492353511e-05 -4.6135106121828025e-05 -4.309203665145152e-05 -3.4301469742786141e-05 -0.00010383142944192514 0.00011576707354457729 -2.2484740426857517e-06 4.5495142257733628e-07 2.9903220839419669e-05
leaf_weight=195 20 21 27 22 23 21 26 20 26 23 34 33 35 21 36 21 20 22 27 35 21 29 27 39 25 24 29 779 1373 67
leaf_count=195 20 21 27 22 23 21 26 20 26 23 34 33 35 21 36 21 20 22 27 35 21 29 27 39 25 24 29 779 1373 67
internal_value=0 7.01485e-07 -9.16049e-06 9.93487e-08 -1.04896e-07 3.28062e-07 2.97017e-05 -1.6694e-07 1.49206e-05 3.40822e-05 -5.66758e-07 -3.10591e-07 -7.11662e-07 -1.88664e-05 -2.52353e-07 -7.6634e-08 -6.03921e-07 -1.86833e-07 -5.96076e-07 -1.80909e-05 1.27363e-05 -3.19617e-08 -6.989e-07 -1.92717e-05 -1.55461e-07 2.15853e-07 3.16829e-06 -5.28458e-06 9.42411e-07 1.82511e-06
internal_weight=0 2899 222 2878 2858 2836 47 2789 72 49 2717 2697 2663 90 69 2573 2538 2517 2497 78 56 2419 2392 68 2324 2299 1496 803 1467 1440
internal_count=3121 2899 222 2878 2858 2836 47 2789 72 49 2717 2697 2663 90 69 2573 2538 2517 2497 78 56 2419 2392 68 2324 2299 1496 803 1467 1440
is_linear=0
shrinkage=0.1


Tree=4161
num_leaves=31
num_cat=0
split_feature=130 40 12 0 139 133 132 15 1204 12 1185 1186 11 33 9 16 147 147 483 2 132 4 4 160 4 3 12 12 4 4
split_gain=1.69405e-06 3.1675e-06 2.10738e-06 5.48355e-06 2.85662e-06 2.78725e-06 3.11665e-06 7.1247e-05 2.09655e-05 4.72367e-05 9.67236e-06 7.33157e-06 2.42949e-06 5.15557e-06 2.87405e-06 2.78081e-06 2.46307e-06 3.23538e-06 2.97122e-06 2.24892e-06 3.47749e-06 3.00919e-06 2.19007e-06 6.63452e-06 5.65979e-06 9.41124e-06 6.39952e-06 1.33912e-05 5.97086e-06 2.34553e-05
threshold=-0.23123999999999997 -0.24290999999999999 0.12477500000000001 -0.050064999999999991 -0.060214999999999998 -0.54656499999999986 -0.083284999999999984 0.091915000000000011 -0.082199999999999981 0.089625000000000024 -0.083264999999999992 1.0000000180025095e-35 -0.011194999999999998 -0.009184999999999997 0.09055500000000001 -0.4179199999999999 0.099730000000000027 0.093875000000000014 -0.47181499999999993 0.089320000000000024 -0.21736499999999997 0.056795000000000005 0.24564500000000003 0.098320000000000005 0.076415000000000025 0.0022600000000000003 0.088435000000000014 0.094835000000000017 0.053180000000000012 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 7 11 9 -8 -10 19 -12 -14 16 -16 17 18 -15 20 -7 -21 24 -24 28 26 -26 -28 -20 -30
right_child=1 2 3 -5 5 6 8 -9 10 -11 12 -13 13 14 15 -17 -18 -19 22 21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=2.7039149237047562e-05 -3.986843943494023e-05 -3.8020644633434135e-05 4.469599729064713e-05 -9.7672592298630155e-06 -3.2085175378058384e-05 -4.4985111674252084e-05 2.5470236748030101e-05 0.00018605809576304941 6.9754472278873436e-05 -0.00018261698840433383 3.0985668032371901e-05 -6.496823644695161e-05 -4.3810067129217918e-05 3.2731961625729501e-05 3.4470829632482494e-07 5.3078099549566109e-05 2.8684194970490607e-05 -3.5720053752951428e-05 5.5392484994969433e-07 4.4506106063463016e-05 3.6956972221497844e-07 -8.4161309132468893e-06 -4.5732711086112898e-06 -6.2973616626376975e-05 -2.5865595317382769e-05 7.3503450242376996e-05 9.1003647165572538e-05 -9.4780173842284271e-06 -0.0001064988596996185 2.2733768058271674e-07
leaf_weight=23 20 20 36 38 27 22 24 21 20 20 25 21 27 27 20 20 29 26 2008 21 73 22 264 21 37 27 21 36 26 99
leaf_count=23 20 20 36 38 27 22 24 21 20 20 25 21 27 27 20 20 29 26 2008 21 73 22 264 21 37 27 21 36 26 99
internal_value=0 -2.00745e-07 5.70047e-08 1.67284e-05 -3.53675e-07 -1.01215e-07 1.90826e-07 1.29426e-05 -6.3572e-07 -6.91149e-05 4.66762e-07 -9.92172e-06 -4.4021e-08 -3.32616e-07 1.08531e-07 2.67114e-05 -2.97465e-07 -6.21719e-07 -2.66085e-07 -1.54508e-06 -1.01336e-05 1.74296e-05 -6.1699e-07 -8.87645e-06 4.27352e-07 2.14664e-05 6.51958e-06 2.75415e-05 -7.66143e-07 -2.19717e-05
internal_weight=0 3098 3078 74 3004 2984 2957 180 2777 44 2733 159 2713 2688 2661 40 2621 2592 2566 138 95 43 2539 285 2254 121 94 57 2133 125
internal_count=3121 3098 3078 74 3004 2984 2957 180 2777 44 2733 159 2713 2688 2661 40 2621 2592 2566 138 95 43 2539 285 2254 121 94 57 2133 125
is_linear=0
shrinkage=0.1


Tree=4162
num_leaves=31
num_cat=0
split_feature=132 1203 399 393 132 130 130 11 472 1429 11 52 157 2 52 481 16 403 2 12 475 13 16 13 475 1208 12 1210 3 403
split_gain=2.12624e-06 1.32129e-05 1.17866e-05 2.2025e-06 1.78267e-06 1.74225e-06 3.9567e-06 1.84316e-06 3.3479e-06 4.01302e-06 3.18047e-06 4.63946e-06 5.85275e-06 1.30547e-05 2.49188e-06 2.47631e-06 1.38777e-05 9.06394e-06 1.46063e-05 7.87606e-06 3.25127e-06 1.21445e-05 1.94965e-05 1.10785e-05 7.2525e-06 2.71691e-06 1.38905e-05 4.15352e-06 1.76795e-05 3.63361e-06
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.10992000000000002 -0.029554999999999994 -0.22699999999999995 -0.11198999999999999 0.10458500000000001 -0.38234499999999999 -0.23587499999999997 0.095720000000000013 -0.55692499999999978 -0.00078499999999999989 0.09580000000000001 -0.55061999999999989 -0.087424999999999989 -0.0092699999999999987 -0.5492149999999999 0.083935000000000023 0.090840000000000018 -0.085734999999999992 -0.085804999999999979 -0.0087049999999999992 -0.06532499999999998 -0.085024999999999989 0.10683000000000002 0.096075000000000008 -0.13847499999999999 -0.082284999999999983 -0.52800499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -7 8 -8 -10 11 12 13 -11 -13 16 19 18 -17 -16 21 -19 -23 -24 -22 27 -27 28 -26 -29
right_child=2 -3 -4 -5 5 6 7 -9 9 10 -12 14 -14 -15 15 17 -18 20 -20 -21 24 22 23 -25 25 26 -28 29 -30 -31
leaf_value=-1.6714700854677456e-06 2.9960894680698404e-05 -8.699770323119083e-05 5.6039573466573765e-05 -3.3090696888393722e-05 -2.6828350170641596e-05 4.4549638241733196e-05 -3.9206410226390953e-05 2.4990330771758856e-05 4.3506485841741478e-05 -1.325819961493835e-06 -3.2756446926214268e-05 -3.2764893391383042e-05 -1.4300296303796737e-05 0.0001070679090662452 -1.8491225954419817e-05 -8.6694478143371e-06 -8.5387005145259369e-05 6.9242809974140641e-05 0.00010817954859703605 5.8693839891930109e-05 -5.8571194610770118e-05 -7.5712776197178766e-05 8.8746547598930197e-05 -4.5514773955801505e-06 9.8396688244974939e-05 -8.5651070239691773e-05 3.220676459022798e-05 -3.6807448642710895e-05 -3.2974965662495903e-05 -5.5723732299391895e-07
leaf_weight=196 20 20 38 20 24 20 22 29 21 25 30 24 24 20 39 23 22 31 20 20 22 26 20 35 20 20 20 28 21 2221
leaf_count=196 20 20 38 20 24 20 22 29 21 25 30 24 24 20 39 23 22 31 20 20 22 26 20 35 20 20 20 28 21 2221
internal_value=0 -9.57205e-06 7.11734e-07 -2.15965e-08 2.10712e-07 2.40185e-10 2.29953e-07 -8.85495e-08 -3.52634e-07 -3.97555e-08 -3.77074e-07 -1.47537e-08 2.55798e-05 4.68492e-05 -6.90873e-07 -3.93432e-07 -1.76024e-05 1.62582e-07 4.56789e-05 7.6732e-06 -6.31738e-07 1.60145e-05 -4.35683e-06 2.93751e-05 -1.42442e-06 -8.84832e-07 -2.67222e-05 -4.33525e-07 3.11088e-05 -1.00855e-06
internal_weight=0 216 2905 2867 2847 2827 2803 2783 2754 2732 2711 2681 69 45 2612 2588 81 2507 43 59 2464 112 81 55 2352 2330 40 2290 41 2249
internal_count=3121 216 2905 2867 2847 2827 2803 2783 2754 2732 2711 2681 69 45 2612 2588 81 2507 43 59 2464 112 81 55 2352 2330 40 2290 41 2249
is_linear=0
shrinkage=0.1


Tree=4163
num_leaves=31
num_cat=0
split_feature=132 1203 394 130 1 50 43 43 13 157 1456 52 1453 11 156 11 2 13 1456 403 157 403 401 12 9 33 9 12 131 12
split_gain=1.72225e-06 1.07024e-05 9.81377e-06 1.77829e-06 3.25868e-06 1.83375e-06 1.0015e-05 1.57195e-05 3.36431e-05 4.70465e-06 3.78665e-06 7.86363e-06 4.45956e-06 2.79778e-06 8.20942e-06 8.01558e-06 4.1446e-06 7.19785e-06 2.32324e-06 4.46012e-06 2.56397e-06 2.42674e-06 3.15826e-06 2.7222e-06 7.7575e-06 6.77865e-06 3.40027e-06 3.10494e-06 2.60122e-06 3.03003e-06
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 -0.23123999999999997 0.16540500000000002 -0.099524999999999988 -0.095049999999999982 -0.064334999999999989 -0.070999999999999994 0.63604500000000008 0.10959500000000001 -0.034054999999999995 1.0000000180025095e-35 0.088065000000000018 0.14401500000000003 0.095165000000000013 0.11093500000000002 0.090705000000000008 0.091180000000000011 -0.56738999999999995 0.23903500000000003 0.62200000000000011 0.13607500000000003 0.12757000000000002 0.092890000000000014 -0.012019999999999998 0.085555000000000006 0.15754500000000002 0.13602500000000003 0.099815000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -5 8 -8 10 12 -12 13 14 18 -15 17 -17 19 -7 21 22 23 24 25 -21 28 -25 29 -27
right_child=2 -3 -4 4 -6 9 7 -9 -10 -11 11 -13 -14 15 -16 16 -18 -19 -20 20 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=-1.504323417964083e-06 2.9847727746528107e-05 -7.8297933423527869e-05 6.7176428472686729e-05 -5.1478489622240894e-05 -3.6768107437031478e-05 -4.4261712933684583e-05 9.2530570006655412e-07 -2.185343423778436e-05 0.00016437743845017396 -4.8604532639728863e-05 1.4051419277000771e-05 -6.9574818747281353e-05 3.5036642849091377e-05 5.5891177394454754e-05 -6.4381570755358563e-05 5.76444072794402e-05 -3.9353029172740538e-05 -2.5245149779286955e-05 2.481390204323091e-05 -5.5747370457869364e-05 3.1841767136938875e-05 -2.961693083177254e-05 3.8604541101622525e-05 -5.4074823492555882e-05 5.550152917567175e-05 3.2424175276996084e-07 3.8283525424523523e-05 1.647180515647051e-06 2.8406905772176435e-05 -1.3276696183587204e-05
leaf_weight=196 20 20 22 20 24 23 34 39 20 20 22 23 37 34 20 20 22 22 37 22 25 28 21 20 25 2053 23 20 31 178
leaf_count=196 20 20 22 20 24 23 34 39 20 20 22 23 37 34 20 20 22 22 37 22 25 28 21 20 25 2053 23 20 31 178
internal_value=0 -8.61484e-06 6.40545e-07 1.32814e-07 -7.47648e-08 2.35429e-07 1.27182e-05 2.65239e-05 6.14631e-05 -2.82015e-07 7.51361e-08 -2.86909e-05 5.61596e-07 7.54772e-08 -5.67687e-07 1.66533e-05 -4.19175e-06 1.42261e-05 -5.83978e-08 -4.3113e-07 -1.8986e-08 -3.4799e-07 -5.52021e-09 -3.47346e-07 9.63326e-08 -5.0407e-07 2.78125e-08 -2.62138e-05 -3.61171e-07 -7.60907e-07
internal_weight=0 216 2905 2883 2863 2839 113 93 54 2726 2706 45 2661 2624 2526 98 64 42 2506 2469 2446 2421 2393 2372 2332 2307 2285 40 2262 2231
internal_count=3121 216 2905 2883 2863 2839 113 93 54 2726 2706 45 2661 2624 2526 98 64 42 2506 2469 2446 2421 2393 2372 2332 2307 2285 40 2262 2231
is_linear=0
shrinkage=0.1


Tree=4164
num_leaves=31
num_cat=0
split_feature=130 40 48 48 132 50 1185 1203 1204 33 9 8 47 9 47 47 47 47 12 151 47 43 391 1 1 2 2 2 2 1209
split_gain=1.7291e-06 4.91364e-06 1.73817e-06 4.12978e-06 1.68621e-06 4.8251e-05 2.35028e-05 8.93027e-06 1.73299e-06 1.70004e-06 3.14609e-06 4.37521e-06 1.94998e-06 2.51095e-05 1.03979e-05 6.59833e-06 3.89962e-06 2.78703e-06 6.75466e-06 2.69941e-06 3.13528e-06 2.60338e-06 2.62877e-06 2.7544e-06 1.08384e-05 8.32326e-06 3.17824e-05 1.45981e-05 8.12303e-06 9.59919e-06
threshold=-0.23647499999999996 -0.23755499999999996 -0.22597999999999999 -0.098424999999999985 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.082274999999999987 -0.044254999999999996 0.091600000000000015 0.098655000000000007 0.094160000000000008 0.084755000000000011 0.096850000000000006 0.091210000000000013 0.088195000000000009 0.079365000000000005 0.084535000000000013 -0.15747499999999998 0.10019500000000002 -0.52440999999999993 -0.085594999999999991 0.082005000000000008 0.079415000000000013 0.082850000000000021 0.083715000000000026 0.083935000000000023 0.084145000000000011 -0.089214999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -6 -5 -8 -10 12 -12 13 15 -14 16 17 21 -19 -16 -21 -11 -23 24 25 -24 -27 -28 -29 -30
right_child=1 2 3 4 6 -7 8 -9 9 10 11 -13 14 -15 19 -17 -18 18 -20 20 -22 22 23 -25 -26 26 27 28 29 -31
leaf_value=-2.9308884550118822e-05 4.2662830505664544e-05 -2.7571420507337793e-05 4.5314317794691306e-05 7.6337907680528093e-09 -0.00010388853962385011 0.00015230527389489693 1.934247800414192e-05 -7.0468140002049047e-05 2.7244733329015702e-05 -2.8229923161822678e-05 -5.36447760588579e-05 8.5676168419013281e-06 7.5334695819557443e-05 -0.00011001492135359773 -2.9049681081232847e-05 5.4326320746027206e-05 -3.7790965080830574e-05 -1.8912179976640885e-05 5.456906730050205e-05 4.1455807286183704e-05 1.8205270235253117e-06 -3.1363329253508712e-05 -4.1141593043324644e-05 -4.2504390718573769e-06 6.4490931033235805e-05 0.00011042562050365464 -7.3393104755198758e-05 6.3994801417893973e-05 -5.5570675211693643e-05 2.6890332879848996e-06
leaf_weight=20 27 23 20 178 22 21 45 20 22 34 26 20 21 21 25 22 28 22 29 22 215 27 44 895 28 27 26 21 29 1141
leaf_count=20 27 23 20 178 22 21 45 20 22 34 26 20 21 21 25 22 28 22 29 22 215 27 44 895 28 27 26 21 29 1141
internal_value=0 1.89039e-07 -1.84023e-07 2.2437e-08 -2.76421e-07 8.17537e-06 -9.34651e-07 -7.11113e-06 -1.22828e-07 -4.41931e-07 -6.65621e-07 -2.65959e-05 -2.2005e-07 -1.148e-06 7.62978e-06 -1.84571e-07 -6.94669e-07 -2.47533e-07 2.28713e-05 2.20305e-06 5.49975e-06 -7.66485e-07 -3.49257e-07 2.94764e-08 2.94021e-06 1.60215e-06 3.11399e-06 7.33203e-07 2.35141e-06 1.24499e-06
internal_weight=0 3101 3074 3051 3031 219 2812 198 2790 2745 2723 46 2677 2394 283 2373 2351 2323 51 262 237 2272 2238 2211 1316 1288 1244 1217 1191 1170
internal_count=3121 3101 3074 3051 3031 219 2812 198 2790 2745 2723 46 2677 2394 283 2373 2351 2323 51 262 237 2272 2238 2211 1316 1288 1244 1217 1191 1170
is_linear=0
shrinkage=0.1


Tree=4165
num_leaves=31
num_cat=0
split_feature=132 1185 15 43 1186 120 1 120 1 33 9 3 34 1 1 1 15 45 2 123 10 124 13 42 2 12 4 124 0 3
split_gain=1.73431e-06 1.31063e-05 6.48636e-06 3.50442e-06 9.09641e-06 1.90782e-06 3.95681e-06 1.10788e-05 5.04192e-06 2.7044e-06 2.01181e-06 9.43676e-06 2.77736e-06 3.44972e-06 1.01354e-05 3.96376e-06 3.71559e-06 3.43746e-06 3.03646e-06 4.7158e-06 3.76829e-06 3.53578e-06 4.89479e-06 3.43662e-06 3.37583e-06 5.38131e-06 8.99136e-06 8.88428e-06 3.40242e-06 2.62491e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 -0.011694999999999999 1.0000000180025095e-35 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 -0.044254999999999996 0.091600000000000015 -0.13309499999999996 -0.097449999999999981 0.13534000000000004 0.13842500000000005 0.13332000000000002 -0.18895499999999996 0.094030000000000016 0.13913500000000004 0.086445000000000008 -0.0093599999999999985 -0.081719999999999987 -0.010094999999999998 0.10892 -0.0091949999999999983 -1.0000000180025095e-35 -0.0019149999999999998 -0.086724999999999983 -0.10011499999999998 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 8 9 -3 12 -12 -11 15 -15 17 29 18 19 20 -14 -21 -23 -20 -22 26 27 -26 -28 -16
right_child=1 5 -4 4 -6 -7 -8 -9 -10 10 11 -13 13 14 16 -17 -18 -19 23 21 24 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=2.4853043307877291e-05 7.9366210238298489e-05 3.6783006544283131e-05 -5.6501503218896688e-05 1.2323082533813452e-07 -7.2005995134531988e-05 -2.8607504891229129e-05 4.1618789153922677e-05 -7.4190437153447426e-05 5.0531346751085955e-05 3.7352464678406252e-05 3.0105483301667849e-05 -6.2052441033301874e-05 3.2905393033565306e-05 -6.5717227413452132e-05 -2.9433093908437514e-06 4.4982084564253458e-05 -2.6470420227269644e-05 -4.0001909846545285e-05 3.9976011904156356e-05 1.0664441044916374e-06 -3.4850411584894002e-05 -7.1914186199137478e-05 -5.5416709983546754e-06 -2.3656464691157455e-06 1.5084520581846543e-05 -3.3221774963130597e-07 -2.0064434148736885e-05 0.00010414852331450675 2.8430186395543508e-05 4.8290521995113523e-05
leaf_weight=38 21 20 25 139 20 23 23 20 20 20 20 25 36 31 20 20 25 21 41 32 27 25 20 36 24 2246 39 21 23 20
leaf_count=38 21 20 25 139 20 23 23 20 20 20 20 25 36 31 20 20 25 21 41 32 27 25 20 36 24 2246 39 21 23 20
internal_value=0 6.52335e-07 -8.51853e-06 -2.42932e-06 -8.94963e-06 7.7981e-08 3.09072e-07 -2.64231e-08 5.01059e-07 1.42676e-07 -1.21684e-07 -2.10934e-05 2.24383e-07 -4.99285e-08 -1.86672e-05 6.34582e-07 3.77206e-06 2.92262e-07 6.21514e-07 1.74244e-08 7.93875e-07 -2.4345e-05 -4.24153e-05 2.01799e-05 3.08154e-07 7.11589e-07 2.26218e-05 5.66477e-05 -2.07449e-06 2.26736e-05
internal_weight=0 2899 222 197 159 2878 2855 2832 2812 2792 2772 45 2727 2707 96 2611 65 2591 2570 2493 2416 77 45 77 2380 2353 107 45 62 40
internal_count=3121 2899 222 197 159 2878 2855 2832 2812 2792 2772 45 2727 2707 96 2611 65 2591 2570 2493 2416 77 45 77 2380 2353 107 45 62 40
is_linear=0
shrinkage=0.1


Tree=4166
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 130 1 1429 156 1426 1428 474 52 52 155 157 157 475 51 12 1372 1419 52 1427 474 1 133 474 474 4 158
split_gain=1.59639e-06 4.8318e-05 2.31682e-05 1.12115e-05 1.7154e-06 3.25311e-06 1.70408e-06 5.53277e-06 1.69204e-06 2.34998e-06 3.83746e-06 1.61293e-06 2.35077e-06 3.48068e-06 2.58673e-06 3.86855e-06 2.80383e-06 2.22198e-05 3.4409e-05 7.1904e-06 2.93803e-06 2.95368e-06 2.78095e-06 3.33998e-06 1.4051e-05 8.42982e-06 8.04079e-06 3.37408e-06 1.47325e-05 2.58995e-06
threshold=-0.083284999999999984 0.089480000000000018 0.11233000000000001 0.10022000000000002 -0.23123999999999997 0.16540500000000002 -0.23752499999999996 0.32523500000000005 -0.08286499999999998 -0.071779999999999997 -0.42010499999999995 -0.56176499999999996 -0.55061999999999989 0.11245500000000001 0.10119000000000002 0.11933000000000001 -0.085734999999999992 -0.085604999999999987 0.083715000000000026 -0.065504999999999994 0.087255000000000013 -0.52017999999999986 0.088585000000000011 0.090025000000000008 0.10205500000000002 0.087625000000000022 0.088585000000000011 0.085860000000000006 -0.012509999999999999 -0.47356499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 6 -6 8 -8 -10 -11 -12 -13 14 16 -16 17 18 -14 -18 21 -21 23 26 25 -25 27 29 -29 -23
right_child=2 -3 -4 -5 5 -7 7 -9 9 10 11 12 13 -15 15 -17 19 -19 -20 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=9.1206872372332036e-07 2.9344256945478263e-05 0.00015246269025997859 -0.00010285216320136731 -7.8053879806248003e-05 -2.8820786800451968e-05 -3.6706238195923412e-05 -2.6913934261360936e-05 5.2881699957652017e-05 -3.3832759509095926e-05 4.3153980714989651e-05 1.7859255853645483e-05 -2.6618020307399674e-05 4.6153192862916247e-05 3.8147357039027459e-05 -5.3990498616423625e-05 -1.5465670749574949e-06 -4.8085096920746559e-05 9.4964545846428693e-05 -0.00011434837020632668 3.1966683642773812e-05 -2.9256781547728952e-05 3.557841014948541e-05 2.8787401023865805e-05 -0.00010700736296712423 2.6337668995277939e-05 -1.5193338226708875e-05 6.2253727784471796e-05 2.6926986775715307e-05 -9.0426003444008538e-05 2.9222699840050262e-07
leaf_weight=178 20 21 22 20 20 24 23 20 20 21 51 33 34 24 22 39 31 26 22 30 33 21 34 20 34 20 21 23 20 2194
leaf_count=178 20 21 22 20 20 24 23 20 20 21 51 33 34 24 22 39 31 26 22 30 33 21 34 20 34 20 21 23 20 2194
internal_value=0 8.23282e-06 -6.21298e-07 -7.06429e-06 1.59632e-07 -4.44564e-08 2.65798e-07 4.72379e-07 9.74914e-08 3.21531e-07 5.69656e-07 2.42324e-07 -9.27989e-08 2.37765e-07 -1.08969e-07 -2.04608e-05 3.75408e-07 1.85686e-05 -1.6901e-05 -2.25897e-07 3.79668e-07 7.84303e-07 3.924e-07 -1.7897e-08 -2.09261e-05 -6.11004e-05 6.61001e-07 8.81724e-08 -2.76558e-05 6.26769e-07
internal_weight=0 219 2902 198 2880 2860 2836 2816 2796 2773 2753 2732 2681 2648 2624 61 2563 82 56 2481 2450 2417 2387 2353 74 40 2279 2258 43 2215
internal_count=3121 219 2902 198 2880 2860 2836 2816 2796 2773 2753 2732 2681 2648 2624 61 2563 82 56 2481 2450 2417 2387 2353 74 40 2279 2258 43 2215
is_linear=0
shrinkage=0.1


Tree=4167
num_leaves=31
num_cat=0
split_feature=393 132 403 1176 391 1183 129 129 12 394 130 42 0 11 1420 155 393 475 1456 471 3 3 2 16 1209 0 133 1455 1446 1447
split_gain=1.74121e-06 3.51061e-05 4.45281e-05 1.98522e-06 2.1474e-06 2.21782e-06 2.04222e-06 2.05033e-06 9.54847e-06 2.80167e-06 2.23966e-06 2.70205e-06 2.24594e-06 1.96882e-06 3.67725e-06 4.16257e-06 2.43047e-06 2.36221e-06 2.72342e-06 2.92104e-06 2.96657e-06 1.44399e-05 2.59794e-05 2.41706e-05 7.31145e-06 5.79749e-06 1.52722e-05 5.64157e-06 7.46043e-06 1.29021e-05
threshold=0.10585500000000002 -0.083284999999999984 -0.078754999999999978 0.086510000000000017 -0.077824999999999991 -0.073809999999999973 0.11424000000000001 0.10311000000000002 0.095330000000000012 -0.088774999999999979 -0.22699999999999995 0.15021500000000002 0.22582000000000002 0.10458500000000001 0.056520000000000008 0.14547000000000002 0.088255000000000014 -0.10664 0.11510000000000002 0.094575000000000006 -0.082594999999999988 -0.083344999999999989 0.085515000000000022 -0.077589999999999978 -0.085744999999999988 0.10455500000000001 0.086910000000000015 -0.097209999999999977 0.083715000000000026 -0.086279999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 9 -9 -7 -11 12 13 14 15 16 17 -12 19 20 21 24 23 -23 -19 -22 -27 -26 -29 -30
right_child=1 2 -4 -5 5 6 -8 8 -10 10 11 -13 -14 -15 -16 -17 -18 18 -20 -21 25 22 -24 -25 27 26 -28 28 29 -31
leaf_value=-2.9760917284875176e-05 0.00010946864551806358 6.0821571692247828e-05 -0.00014766791464353448 2.8300263282835898e-05 2.5450312307040087e-05 -2.7741596936960519e-05 -3.0972248619450095e-05 4.9083980008396575e-05 -3.4107835976597433e-05 -3.0827954651613255e-05 -1.9646779293877639e-05 2.8743137460196524e-05 -3.3871740706672431e-05 2.9555898287402342e-05 -4.2164472757749972e-05 4.3164392826094463e-05 -2.8815080692462895e-05 -5.7446611476951232e-05 2.5830159162379879e-05 -3.4871121230632228e-05 -1.3995474103007801e-06 6.2011827722017188e-05 0.00010990139983602734 -8.3515021556411823e-05 -4.7707821299396035e-05 -0.00010342846388084582 1.0985246834544731e-05 4.331314239310603e-07 -2.0723351772176104e-05 6.106896148425962e-05
leaf_weight=25 25 21 20 24 33 38 22 37 22 24 61 32 20 22 21 22 30 21 41 24 1550 25 35 21 22 20 28 751 30 54
leaf_count=25 25 21 20 24 33 38 22 37 22 24 61 32 20 22 21 22 30 21 41 24 1550 25 35 21 22 20 28 751 30 54
internal_value=0 1.60699e-05 -4.08806e-05 -3.47168e-07 -5.74003e-07 -3.31265e-07 -6.17438e-07 -3.91139e-07 1.80633e-05 -7.6763e-07 -4.08482e-07 -1.50507e-07 -4.80956e-07 -2.40562e-07 -4.78415e-07 -1.58339e-07 -5.09648e-07 -1.9315e-07 2.59433e-07 -1.46767e-07 1.79156e-07 4.576e-06 4.49757e-05 -4.42434e-06 8.48923e-07 -2.4595e-06 -3.66871e-05 2.2774e-06 3.59438e-06 3.18574e-05
internal_weight=0 66 41 3055 3031 3006 2973 2951 59 2892 2854 2830 2798 2778 2756 2735 2713 2683 2622 2581 2557 959 81 46 878 1598 48 857 835 84
internal_count=3121 66 41 3055 3031 3006 2973 2951 59 2892 2854 2830 2798 2778 2756 2735 2713 2683 2622 2581 2557 959 81 46 878 1598 48 857 835 84
is_linear=0
shrinkage=0.1


Tree=4168
num_leaves=31
num_cat=0
split_feature=132 394 1203 394 1184 129 4 3 3 403 3 2 400 0 130 130 0 3 0 11 16 11 33 43 4 0 43 16 43 15
split_gain=2.05987e-06 1.21349e-05 6.465e-06 1.71999e-06 7.78932e-06 1.79861e-06 8.51802e-06 5.08892e-06 8.53341e-06 6.69366e-06 9.80959e-06 3.50459e-06 3.47655e-06 2.6059e-06 2.56965e-06 9.75251e-06 2.38939e-06 4.27416e-06 2.8962e-06 8.08034e-06 1.42253e-05 3.39176e-06 5.63966e-06 2.9176e-06 9.73938e-06 5.17959e-06 4.58223e-06 1.29282e-05 1.16512e-05 1.05822e-05
threshold=-0.083174999999999985 0.11233000000000001 0.088820000000000024 -0.11103499999999998 0.088760000000000019 0.083780000000000007 -0.087894999999999987 -0.090164999999999981 -0.094874999999999987 -0.081224999999999992 -0.082284999999999983 0.098035000000000011 -0.096814999999999984 0.22582000000000002 -0.22562499999999999 -0.093639999999999987 0.13134000000000004 -0.053259999999999995 0.10455500000000001 0.088215000000000002 0.19444000000000003 -0.011194999999999998 -0.009184999999999997 0.084740000000000024 -0.076779999999999987 -0.10151999999999999 0.055925000000000009 -0.062804999999999986 0.05259500000000001 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 12 -7 8 -8 -9 -11 -12 -5 14 -14 -16 18 -18 21 20 -20 -17 -23 26 -25 -26 28 29 -24 -28
right_child=1 -3 -4 4 -6 6 7 9 -10 10 11 -13 13 -15 15 16 17 -19 19 -21 -22 22 23 24 25 -27 27 -29 -30 -31
leaf_value=-2.8005389315380527e-06 2.1029493037088124e-05 7.8335671869353977e-05 -5.4202657503310553e-05 -3.8286997823888673e-05 -6.2301809712153052e-05 5.1400106134772225e-05 1.1275519664782371e-05 -2.3819250443036277e-05 -6.5622051584392061e-05 7.1848659362947211e-05 -2.6199824467767032e-05 2.5760089852998073e-05 -3.4599048653728377e-05 -3.5133105137945331e-05 6.1456535156769243e-05 4.0070178580381691e-05 4.7946496631214233e-05 -7.3072005112148227e-06 5.9743961504533555e-06 1.4126896655254409e-05 -0.00011055342420149828 -5.1887978112236373e-05 9.0730395158629039e-07 -6.1293632373263154e-05 2.5494210127755917e-05 -1.691413313362015e-05 3.0697471174789825e-05 9.4160038361224007e-05 -7.5785336957778784e-05 -5.4244489729171622e-05
leaf_weight=194 39 20 28 24 20 39 31 37 27 31 25 27 21 21 26 21 28 28 22 38 20 21 2074 33 48 72 44 20 20 22
leaf_count=194 39 20 28 24 20 39 31 37 27 31 25 27 21 21 26 21 28 28 22 38 20 21 2074 33 48 72 44 20 20 22
internal_value=0 7.10932e-07 -9.28369e-06 1.71684e-07 -1.14744e-07 3.26299e-07 9.07315e-06 -2.00738e-07 -2.45216e-05 1.15544e-05 2.73233e-05 7.79362e-07 -4.02885e-07 -5.03379e-08 2.37675e-07 5.26036e-07 -1.04865e-07 2.03196e-05 -5.7076e-07 -1.92851e-05 -4.9515e-05 5.96182e-08 -2.97315e-07 1.67067e-07 -1.31816e-05 4.92042e-08 1.10392e-06 2.37269e-05 1.74805e-07 2.38348e-06
internal_weight=0 2899 222 2879 2840 2820 217 178 58 120 83 52 2603 2579 2558 2537 2511 56 2455 80 42 2375 2354 2333 153 120 2180 86 2094 66
internal_count=3121 2899 222 2879 2840 2820 217 178 58 120 83 52 2603 2579 2558 2537 2511 56 2455 80 42 2375 2354 2333 153 120 2180 86 2094 66
is_linear=0
shrinkage=0.1


Tree=4169
num_leaves=31
num_cat=0
split_feature=130 121 39 2 33 47 9 3 47 47 131 47 393 131 3 41 12 48 1374 148 16 13 0 1203 51 403 51 51 1209 51
split_gain=1.85951e-06 3.50305e-06 1.8719e-06 6.39645e-06 4.28515e-06 1.81943e-06 1.3138e-05 2.5114e-05 1.30273e-05 5.41637e-06 3.28689e-06 3.11012e-06 2.85899e-06 2.7992e-06 5.04947e-06 2.58874e-06 7.62816e-06 2.92096e-06 6.85611e-06 3.30228e-06 5.01755e-06 9.72989e-06 4.54431e-06 2.68639e-06 2.53737e-06 8.34908e-06 1.50276e-05 5.89552e-06 5.67955e-06 5.75713e-06
threshold=-0.23123999999999997 -0.094339999999999993 -1.0000000180025095e-35 0.10222000000000002 -0.012019999999999998 0.094160000000000008 0.088235000000000022 -0.13309499999999996 0.096475000000000019 0.091340000000000018 0.13767000000000004 0.089640000000000011 0.12679500000000002 0.11669000000000002 -0.082284999999999983 0.086565000000000017 0.087075000000000014 0.12879500000000002 -0.26569999999999994 -0.10069499999999999 -0.54165499999999989 -0.029529999999999997 -0.23194499999999998 -0.093454999999999996 0.094075000000000006 -0.0031149999999999997 0.097000000000000017 0.090230000000000019 0.12417500000000002 0.089005000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 9 -8 -7 10 11 12 13 15 -15 17 -17 18 -6 -20 21 -21 -22 -24 27 -26 -27 28 29 -25
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leaf_value=2.8328872323744811e-05 -4.0914294056295022e-05 6.2000031175557527e-05 -4.0699349623397356e-05 -6.7691897560220432e-06 5.3712889791273963e-05 8.3374663344806159e-05 2.2791557585605918e-05 -0.00011510299357593925 1.8012279330083831e-06 5.2071152131247802e-05 -3.7804350817484945e-05 -3.9114886957349884e-05 3.4124710480682554e-05 4.6560154182121295e-05 -8.4004336144971603e-06 4.7421444188353815e-05 -2.1724666226806156e-05 -3.8997261053737024e-05 3.9312293738476006e-05 1.4479210545072487e-05 4.0823046100950503e-05 -6.6465904648904339e-05 3.5263326753920414e-05 -1.8644874552074928e-06 -4.9545613629478875e-05 9.3261085335556845e-05 5.4277238420501609e-06 -4.1147999507255666e-05 4.8639521169620406e-05 -5.2191041544100031e-05
leaf_weight=23 21 21 26 38 23 21 25 28 289 20 23 20 25 35 32 39 27 20 20 27 26 33 20 1941 22 22 170 39 22 23
leaf_count=23 21 21 26 38 23 21 25 28 289 20 23 20 25 35 32 39 27 20 20 27 26 33 20 1941 22 22 170 39 22 23
internal_value=0 -2.10318e-07 6.74796e-08 1.7708e-05 -2.77381e-07 7.38791e-08 -7.64495e-07 -5.00584e-05 7.32717e-06 2.29258e-07 -1.68151e-07 1.66588e-07 4.72756e-07 1.41667e-07 2.03103e-05 -4.04534e-07 1.91344e-05 -9.40069e-07 -6.21332e-07 -1.14974e-06 -1.49483e-06 -3.00406e-05 -7.45272e-07 -1.2237e-06 -1.54963e-06 8.80586e-06 1.5492e-05 -2.64398e-06 -1.88786e-06 -2.45385e-06
internal_weight=0 3098 3077 59 3018 2992 2682 53 310 2629 2609 2586 2566 2541 67 2474 66 2408 2388 2365 2345 60 2285 2259 2239 214 192 2025 1986 1964
internal_count=3121 3098 3077 59 3018 2992 2682 53 310 2629 2609 2586 2566 2541 67 2474 66 2408 2388 2365 2345 60 2285 2259 2239 214 192 2025 1986 1964
is_linear=0
shrinkage=0.1


Tree=4170
num_leaves=31
num_cat=0
split_feature=10 0 12 9 132 132 1203 1 15 1 1 2 1210 1375 1374 1 15 1375 0 52 159 16 402 16 1374 151 150 0 15 3
split_gain=2.23074e-06 1.03557e-05 9.73341e-06 4.40315e-06 1.85653e-06 1.05491e-05 5.40046e-06 2.24247e-06 7.90563e-06 1.90333e-06 3.53308e-05 2.56106e-05 8.83581e-06 6.02505e-06 6.5715e-06 5.05636e-06 3.18828e-05 7.96581e-06 7.21677e-06 6.84151e-06 4.80974e-06 4.60864e-06 1.13808e-05 1.87701e-05 1.01387e-05 1.59436e-05 1.63025e-05 7.27921e-06 2.41769e-05 1.57222e-05
threshold=0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.091905000000000014 -0.083174999999999985 -0.044384999999999994 0.088820000000000024 0.16540500000000002 -0.56020999999999987 0.09253500000000002 0.091785000000000019 -0.033169999999999991 -0.42132499999999995 0.093520000000000006 -1.0000000180025095e-35 0.089935000000000015 0.082685000000000022 -0.23832499999999998 -0.23001499999999997 -0.080114999999999978 0.13160500000000003 -0.0094449999999999968 0.10874500000000002 -0.0083599999999999976 0.086765000000000023 -0.15130499999999997 0.083340000000000011 -0.069954999999999976 0.11171000000000002 -0.072624999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 -1 8 -7 10 12 -11 -10 14 -13 17 19 -14 -19 -17 -16 24 23 -23 25 -20 27 -27 29 -29
right_child=1 2 -4 -5 5 7 -8 -9 9 11 -12 13 15 -15 20 16 -18 18 21 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-2.9733244589710686e-06 7.0014738274039705e-05 3.1821217864137822e-05 -4.9517735266947838e-05 -4.6076165788344083e-05 6.0565004191473768e-05 -6.1438666965668313e-05 -5.0015527865200838e-05 3.1736717317636993e-05 6.3039988890523088e-05 0.00011316229257707684 -0.00011517683985773518 5.657224365594713e-05 -6.2315167851920706e-05 -5.289279321914365e-05 -1.3678343431774935e-07 -1.5758130341834789e-05 -9.7575766033384891e-05 4.6775653380095991e-05 -8.5670226244474189e-05 5.9748570129158908e-05 4.9548829756531639e-05 -9.6018414372641331e-05 5.9490439482033252e-05 -5.7496751275164058e-06 6.9878297337867406e-05 -2.1671857317781213e-07 8.5930264473669621e-05 0.00011618566402996128 -2.7355738170309601e-05 5.5011778992290296e-06
leaf_weight=190 25 31 28 21 29 21 28 22 22 21 27 22 20 20 754 21 35 34 20 28 20 24 25 573 23 916 24 33 43 21
leaf_count=190 25 31 28 21 29 21 28 22 22 21 27 22 20 20 754 21 35 34 20 28 20 24 25 573 23 916 24 33 43 21
internal_value=0 1.60754e-05 -6.78032e-06 -4.44624e-07 -1.26897e-07 5.65634e-07 -9.01544e-06 -6.2745e-08 -3.17418e-07 1.53435e-07 -1.60546e-06 4.12304e-06 4.13827e-08 1.31688e-06 2.67893e-06 -7.11862e-07 -2.46799e-05 4.34674e-07 1.1576e-06 2.73886e-05 1.14708e-06 2.46309e-07 -6.61052e-06 -9.37857e-06 4.19534e-06 2.7661e-06 4.47171e-06 2.5418e-06 2.85913e-05 7.31417e-05
internal_weight=0 84 59 3037 3016 2798 218 2769 2747 2726 1889 837 1862 816 796 1840 84 1756 1736 49 774 1702 622 597 1080 1057 1037 1013 97 54
internal_count=3121 84 59 3037 3016 2798 218 2769 2747 2726 1889 837 1862 816 796 1840 84 1756 1736 49 774 1702 622 597 1080 1057 1037 1013 97 54
is_linear=0
shrinkage=0.1


Tree=4171
num_leaves=31
num_cat=0
split_feature=10 0 9 9 11 46 147 147 147 49 48 3 159 159 15 15 51 15 3 2 2 51 13 13 49 2 15 48 1446 13
split_gain=1.8069e-06 8.38811e-06 9.35797e-06 3.56655e-06 1.88036e-06 2.00528e-06 2.59602e-06 4.75319e-06 2.95043e-06 2.56789e-06 4.84774e-06 6.9816e-06 6.05522e-06 4.51453e-06 5.39802e-06 8.56132e-06 7.71998e-06 7.04588e-06 5.87825e-06 7.40686e-06 6.27185e-06 5.9792e-06 1.26647e-05 8.33663e-06 4.44205e-06 4.25876e-06 2.90236e-05 4.2624e-06 3.6838e-06 3.95279e-06
threshold=0.0036750000000000007 -0.080119999999999983 0.092890000000000014 0.091905000000000014 -1.0000000180025095e-35 -0.043074999999999995 0.097985000000000017 0.092070000000000013 0.090115000000000015 -0.010699999999999999 0.12796000000000005 0.10732000000000001 0.091530000000000014 0.04105000000000001 -0.090644999999999989 -0.096999999999999989 0.087305000000000008 -0.088429999999999995 -0.082094999999999987 0.10222000000000002 0.088665000000000008 -0.016074999999999996 -0.08645499999999999 -0.082904999999999993 -0.072814999999999977 -0.0050599999999999994 -0.10203999999999998 -0.080894999999999981 0.11655500000000001 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 8 9 10 11 12 13 14 15 24 -17 -16 21 20 -20 23 -23 -19 -7 26 -11 -27 29 -29
right_child=1 2 -4 -5 5 6 -8 -9 -10 25 -12 -13 -14 -15 17 16 -18 18 19 -21 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-2.8597750275841225e-05 6.3013267397764143e-05 -4.5258727550390179e-05 3.4404378700479549e-05 -4.1468548754762324e-05 3.1663158124501934e-05 8.9508699933172799e-06 -2.7181355115836987e-05 4.0499569852194139e-05 -3.6669031529031187e-05 0.00012111237178032754 -5.5234090305020799e-05 3.7208355246952528e-05 -5.981740965084596e-05 3.2049944852117517e-05 -7.1705507236236539e-05 6.1470818588033235e-06 8.4674149279418927e-05 -3.6335847284242526e-05 1.5399778590108327e-07 -4.2281332173388368e-05 6.8614545781873977e-05 2.6315270224586134e-06 -9.3739869548651689e-05 3.9733859724947253e-05 -5.5348220588972001e-05 3.759481521610137e-05 -4.1998055621661479e-05 -1.4217382440536801e-05 -3.1472331011173081e-05 1.8760782368972332e-06
leaf_weight=23 25 30 29 21 20 22 35 29 22 20 20 36 22 29 22 31 21 34 32 20 23 25 30 25 21 31 24 164 36 2199
leaf_count=23 25 30 29 21 20 22 35 29 22 20 20 36 22 29 22 31 21 34 32 20 23 25 30 25 21 31 24 164 36 2199
internal_value=0 1.44678e-05 -6.10229e-06 -4.0016e-07 -1.14207e-07 1.04678e-07 -1.07623e-07 2.14903e-07 -1.86697e-07 9.13117e-08 -7.20813e-06 -4.76406e-06 -8.99657e-06 -5.65909e-06 -9.23282e-06 1.05613e-05 3.78599e-05 -1.81449e-05 -1.19103e-05 9.83248e-06 2.8783e-05 -2.62147e-05 -4.99347e-05 -4.10292e-06 -2.2451e-05 1.30985e-06 3.2143e-05 7.51556e-07 2.75465e-07 7.59139e-07
internal_weight=0 84 59 3037 3016 2993 2973 2938 2909 2887 413 393 357 335 306 95 52 211 189 75 55 114 55 59 43 2474 44 2430 2399 2363
internal_count=3121 84 59 3037 3016 2993 2973 2938 2909 2887 413 393 357 335 306 95 52 211 189 75 55 114 55 59 43 2474 44 2430 2399 2363
is_linear=0
shrinkage=0.1


Tree=4172
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 42 1209 448 1348 160 160 484 151 150 39 2 12 42 2 52 0 2 3 151 483 376 1 121 15 15 15
split_gain=1.78599e-06 3.38317e-06 4.15825e-06 3.55757e-06 1.40526e-05 2.2601e-06 1.78029e-06 5.33849e-06 1.82226e-06 9.51671e-06 9.51254e-06 6.3349e-06 7.88964e-06 7.43802e-06 8.8266e-06 6.42289e-06 2.25422e-05 8.56537e-06 7.84283e-06 7.80124e-06 6.69311e-06 4.90575e-06 3.39122e-06 3.06474e-06 2.75904e-06 4.87199e-06 6.82115e-06 3.4776e-06 2.02648e-05 1.68577e-05
threshold=0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.087714999999999987 0.087405000000000024 -0.074484999999999982 0.068920000000000023 0.095915000000000014 0.081905000000000019 0.062030000000000009 0.068975000000000009 0.057610000000000008 0.08826500000000001 0.085970000000000005 0.10803500000000001 0.089300000000000004 0.087195000000000009 0.090310000000000015 -0.080114999999999978 -0.089269999999999988 0.09678500000000001 -0.077104999999999993 -0.084764999999999993 -0.088849999999999985 -0.083489999999999981 0.16540500000000002 -0.094339999999999993 -0.10203999999999998 -0.098289999999999975 -0.10653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 8 9 23 11 12 13 14 15 16 17 18 19 -10 -19 -17 -15 -7 -25 26 -26 29 -29 -28
right_child=-2 -3 -4 5 -6 6 -8 -9 10 -11 -12 -13 -14 22 -16 21 -18 20 -20 -21 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-3.2545428839512167e-05 -2.470090556267553e-05 3.2578195657606557e-05 -4.4452171485837819e-05 -2.4125949701742802e-05 8.2067501376593074e-05 -3.09058214629805e-05 -2.9628821212099863e-05 5.1796384868794119e-05 -9.3855492429741259e-05 6.234763807151467e-05 5.477931636050926e-05 -5.5914577933435795e-05 3.6542237036261025e-05 5.4155266843736173e-05 -6.6411709945789302e-05 3.7070346617185403e-05 -0.00010079880984752284 6.7230692951378168e-05 2.5715463856440258e-05 -1.5415943490992846e-05 -5.5734583578928978e-06 -1.7239171324161301e-05 3.0460123685475696e-06 -2.6002049018739184e-05 -5.7469045896141327e-05 4.4208961242894968e-05 4.3915245755324806e-06 -9.192170273308875e-05 5.3763137362691781e-07 8.9066462762275484e-05
leaf_weight=20 29 32 21 39 23 31 20 20 21 25 24 28 38 20 34 39 30 23 21 32 28 29 37 38 20 26 395 24 1929 25
leaf_count=20 29 32 21 39 23 31 20 20 21 25 24 28 38 20 34 39 30 23 21 32 28 29 37 38 20 26 395 24 1929 25
internal_value=0 2.31666e-07 -1.06599e-07 1.99837e-07 2.87592e-05 -2.1006e-07 1.05367e-07 3.07847e-07 -4.51765e-08 9.56971e-07 -6.27883e-06 -1.01351e-05 -6.49359e-06 -1.17017e-05 -1.895e-05 -1.17137e-05 -2.29546e-05 -4.27201e-06 -2.60034e-05 -4.64958e-05 2.72598e-05 1.39089e-05 2.09791e-05 3.40104e-07 7.34334e-07 1.15433e-06 6.86545e-07 1.17669e-06 -5.98582e-07 9.4317e-06
internal_weight=0 3092 3060 3039 43 2996 2957 2937 2917 2513 404 380 352 314 257 223 155 125 74 53 51 68 57 2488 2457 2419 2393 2373 1953 420
internal_count=3121 3092 3060 3039 43 2996 2957 2937 2917 2513 404 380 352 314 257 223 155 125 74 53 51 68 57 2488 2457 2419 2393 2373 1953 420
is_linear=0
shrinkage=0.1


Tree=4173
num_leaves=31
num_cat=0
split_feature=40 130 42 132 394 15 43 1186 0 13 16 399 10 39 9 9 15 1213 1211 401 401 133 3 402 43 43 4 0 49 133
split_gain=1.75031e-06 5.57124e-06 3.89611e-06 1.9503e-06 9.61867e-06 5.0908e-06 2.99386e-06 8.16871e-06 2.00933e-06 2.85556e-06 3.49945e-06 2.70755e-06 1.75391e-06 8.82761e-06 2.12882e-05 4.15856e-06 1.91449e-06 1.7487e-06 1.94337e-06 2.21274e-06 6.89543e-06 4.52709e-06 1.50531e-05 4.21439e-06 1.81284e-06 6.96397e-06 1.0784e-05 5.95269e-06 2.87246e-06 6.03767e-06
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 -0.083174999999999985 0.10969000000000002 0.092400000000000024 -0.011694999999999999 1.0000000180025095e-35 -0.073309999999999986 0.056795000000000005 -0.088909999999999989 0.08764000000000001 0.0036750000000000007 0.089790000000000023 0.092235000000000011 0.091600000000000015 0.19724500000000003 0.51370000000000016 0.11986000000000001 -0.13200999999999999 -0.46360499999999999 0.51114000000000004 -0.085709999999999995 -0.26602499999999996 0.13895500000000002 0.084740000000000024 0.0061450000000000003 -0.074229999999999977 -0.050619999999999991 0.092845000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 12 6 -3 8 9 10 -8 -12 15 14 -14 16 17 18 19 20 -5 23 -23 -21 25 28 -27 -26 29 -25
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 11 -13 13 -15 -16 -17 -18 -19 -20 21 -22 22 -24 24 27 26 -28 -29 -30 -31
leaf_value=2.9488042192724605e-05 -5.033414454373997e-05 2.1384151153525688e-05 3.5440708722577959e-05 -1.8323380478519808e-05 6.9620233080058822e-05 -5.1734419059357612e-05 -2.6032057921372309e-05 -6.9605611897713971e-05 -2.7520815782130132e-05 3.7620499716424445e-05 -5.2876301566584518e-06 4.0284413803833148e-05 9.3294215812420592e-05 -3.8863377168044366e-05 -3.0333474725151831e-05 -4.5830097524230953e-05 2.5950108140802642e-05 2.9124323045834899e-05 -2.4672346273401866e-05 4.5557315934274813e-05 5.0296462367782625e-05 2.7273682908344197e-05 -9.5417344837187557e-05 -5.132302069161091e-06 -2.6544736344713032e-07 -8.0247770178435275e-05 6.6842875412476133e-07 5.6059147976054526e-05 1.1669188574061651e-06 -5.7416737217863559e-05
leaf_weight=20 22 38 31 27 20 25 39 20 24 21 32 22 30 22 26 20 28 20 33 20 32 20 20 277 86 28 40 24 2030 24
leaf_count=20 22 38 31 27 20 25 39 20 24 21 32 22 30 22 26 20 28 20 33 20 32 20 20 277 86 28 40 24 2030 24
internal_value=0 -1.9018e-07 1.68107e-07 -1.90636e-07 5.16619e-07 -9.23774e-06 -3.81725e-06 -9.87835e-06 -1.22222e-06 4.31433e-06 -3.20642e-06 1.32788e-05 2.42526e-08 1.48098e-05 3.58956e-05 -3.98345e-07 -6.2932e-08 -3.34609e-07 -5.56021e-07 -2.53191e-07 1.88942e-05 -6.92931e-07 -3.40718e-05 -1.64993e-07 -5.29459e-07 -1.10505e-06 -3.265e-05 1.20236e-05 -1.84815e-07 -9.30116e-06
internal_weight=0 3101 3079 3048 2827 221 196 158 138 114 93 54 2807 78 56 2729 2709 2681 2661 2628 59 2569 40 2529 2509 2399 68 110 2331 301
internal_count=3121 3101 3079 3048 2827 221 196 158 138 114 93 54 2807 78 56 2729 2709 2681 2661 2628 59 2569 40 2529 2509 2399 68 110 2331 301
is_linear=0
shrinkage=0.1


Tree=4174
num_leaves=31
num_cat=0
split_feature=130 1 9 10 2 2 12 2 9 2 44 1429 156 132 1186 1185 1203 13 49 16 1425 52 157 475 475 484 2 2 2 1429
split_gain=2.1611e-06 3.07934e-06 2.56127e-06 5.81505e-06 1.68146e-05 4.45573e-06 3.57201e-06 2.40727e-06 6.83083e-06 2.42767e-06 2.28206e-06 3.3773e-06 5.05667e-06 2.01453e-06 4.91884e-05 2.47361e-05 4.83942e-06 2.06637e-06 2.9295e-06 4.25244e-06 1.85305e-06 2.28258e-06 2.85573e-06 2.63366e-06 1.20914e-05 1.13893e-05 5.72946e-06 2.42235e-06 3.69642e-06 2.29513e-06
threshold=-0.23123999999999997 0.16540500000000002 0.092890000000000014 0.053330000000000009 -0.15339499999999998 -0.080614999999999978 -0.010834999999999999 -0.0091949999999999983 -0.085474999999999982 -1.0000000180025095e-35 0.084760000000000016 -0.23752499999999996 0.32523500000000005 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.087075000000000014 -0.051094999999999995 0.09567500000000001 -0.090764999999999985 0.10129000000000002 -0.56741999999999992 -0.082509999999999986 -0.086279999999999982 -0.085669999999999982 0.085790000000000019 0.086950000000000013 0.10644500000000001 0.089885000000000007 -0.069929999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -4 8 -7 -9 11 -11 13 14 16 -15 17 -13 19 -19 21 22 -17 25 -25 26 -23 28 -28 -26
right_child=1 -3 6 4 -6 7 -8 9 -10 10 -12 12 -14 15 -16 20 -18 18 -20 -21 -22 23 -24 24 29 -27 27 -29 -30 -31
leaf_value=3.0539868052785651e-05 3.3812120259076786e-05 -3.3850484100252353e-05 5.389254523227768e-05 2.6035612868976648e-05 -0.00010051034585644846 1.376039078240865e-05 -2.051737501460593e-06 3.4875935879625791e-05 -6.1752887236450434e-05 -4.1375974346919976e-05 2.30538450924065e-05 2.7556315407392419e-05 4.9966542137553914e-05 -0.00010684505057941931 0.00015411559612576163 -2.444886853308639e-06 -4.8193342197919263e-05 3.9139622435868661e-05 -3.4361500079934817e-05 -8.2348744594027171e-06 -2.8010814647435228e-05 2.9451035037422307e-05 5.0354112397599243e-05 7.7681651309831064e-05 2.1716240602789028e-05 -8.38132494754973e-05 -3.6350325017121489e-05 -4.8465853051311573e-05 2.2304498787145184e-05 -8.4207593576098245e-07
leaf_weight=23 39 27 21 21 21 25 25 20 23 20 42 22 20 22 21 21 25 24 28 90 24 38 20 20 46 20 21 20 22 2310
leaf_count=23 39 27 21 21 21 25 25 20 23 20 42 22 20 22 21 21 25 24 28 90 24 38 20 20 46 20 21 20 22 2310
internal_value=0 -2.26736e-07 6.88813e-08 -2.87245e-07 -3.72374e-05 2.33005e-07 2.3488e-05 -2.11827e-07 -2.24231e-05 1.56315e-07 -8.5129e-08 -4.2805e-07 -1.3702e-07 -4.95671e-07 8.92344e-06 -1.26116e-06 -7.20902e-06 -9.61407e-07 -5.37965e-06 1.7387e-06 -3.54503e-07 -9.29773e-08 2.33107e-05 -4.77259e-07 2.55633e-07 -1.48686e-05 -1.21619e-06 -1.97139e-05 -6.34088e-06 -4.01633e-07
internal_weight=0 3098 3071 3025 42 2983 46 2944 48 2896 2876 2834 2814 2794 210 2584 189 164 142 114 2562 2538 41 2497 2376 121 101 63 43 2356
internal_count=3121 3098 3071 3025 42 2983 46 2944 48 2896 2876 2834 2814 2794 210 2584 189 164 142 114 2562 2538 41 2497 2376 121 101 63 43 2356
is_linear=0
shrinkage=0.1


Tree=4175
num_leaves=31
num_cat=0
split_feature=130 40 120 33 10 4 0 2 31 43 2 16 15 45 49 132 1185 132 403 403 1213 2 398 132 133 1 1 1 13 3
split_gain=1.75049e-06 2.95226e-06 2.08009e-06 1.98598e-06 1.91426e-06 1.42687e-05 3.63077e-05 1.9742e-05 1.92893e-06 6.00774e-06 4.39956e-06 1.87388e-05 1.85341e-06 2.03164e-06 2.2906e-06 1.68715e-06 1.15806e-05 5.41562e-06 2.81877e-06 2.64979e-06 2.5252e-06 3.10674e-06 3.09997e-06 2.80151e-06 2.67386e-06 2.02493e-06 1.04084e-05 8.8074e-06 1.25104e-05 1.24967e-05
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.044254999999999996 -0.011559999999999999 0.053180000000000012 -0.10096999999999999 -0.013254999999999998 -1.0000000180025095e-35 -0.081779999999999978 -1.0000000180025095e-35 -0.056919999999999991 0.19724500000000003 0.094030000000000016 -0.18481499999999998 -0.083174999999999985 -0.083264999999999992 -0.084644999999999984 -0.090774999999999981 -0.088034999999999988 -0.076559999999999975 0.10497000000000002 0.089640000000000011 -0.43443999999999999 -0.14717499999999997 0.096255000000000021 0.09697500000000002 0.092390000000000014 -0.081029999999999977 -0.072199999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 -5 9 -6 11 -10 13 14 -12 17 -17 18 -16 -20 -21 22 23 -22 -25 27 -27 -18 -29 -30
right_child=1 2 -4 4 8 6 -8 -9 10 -11 12 -13 -14 -15 15 16 25 -19 19 20 21 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=2.7485882025718202e-05 -3.8500263408423051e-05 3.0470664759853946e-05 3.0683639211433314e-05 -0.00012880955466243905 1.0737491577726491e-05 0.0001211093132620921 -4.6865849397422169e-05 -2.1590536221083312e-06 7.1682274009569818e-05 -6.0018784391840685e-05 -3.3866270714497657e-05 -3.613090751579356e-05 2.5423635712026488e-05 -2.5890753691313761e-05 3.1415263430019318e-05 7.4774790153328685e-05 3.3614054057116294e-07 -5.6642525305505845e-05 -4.0677929618617609e-05 2.6269224086718171e-05 -3.7881014891767831e-05 1.9623684975158542e-05 -5.1207095938956459e-05 2.8419823840522443e-05 -1.6207119846638245e-05 7.1350897917949154e-05 2.6724381842747813e-06 -8.3810893896346292e-05 -3.419421422892667e-05 5.0606136239366613e-05
leaf_weight=23 20 21 22 20 28 22 31 32 38 21 20 28 28 31 21 21 1821 21 21 25 22 30 21 25 29 23 544 30 57 25
leaf_count=23 20 21 22 20 28 22 31 32 38 21 20 28 28 31 21 21 1821 21 21 25 22 30 21 25 29 23 544 30 57 25
internal_value=0 -2.04052e-07 4.47862e-08 -1.75781e-07 -3.87833e-07 -1.36544e-05 2.28597e-05 -5.08708e-05 8.75922e-08 -1.95866e-05 4.22211e-07 2.59433e-05 -1.76153e-07 -4.33345e-07 -1.46995e-07 9.94904e-08 8.24679e-07 -8.40377e-06 -3.18205e-06 -7.38172e-06 -2.78159e-06 -8.50025e-06 -1.71984e-05 -7.80123e-06 4.4535e-06 2.03498e-07 5.45834e-06 -1.33788e-06 -2.85557e-05 -8.34045e-06
internal_weight=0 3098 3078 3056 3035 105 53 52 2930 49 2881 66 2815 2787 2756 2736 2521 215 194 173 152 127 97 76 54 2500 567 1933 112 82
internal_count=3121 3098 3078 3056 3035 105 53 52 2930 49 2881 66 2815 2787 2756 2736 2521 215 194 173 152 127 97 76 54 2500 567 1933 112 82
is_linear=0
shrinkage=0.1


Tree=4176
num_leaves=31
num_cat=0
split_feature=1375 457 448 1348 13 48 48 48 47 0 15 15 42 15 47 160 131 52 132 15 1185 50 131 52 4 52 9 33 8 376
split_gain=1.68726e-06 1.84124e-06 5.74789e-06 5.22828e-06 3.68704e-06 2.22009e-06 2.60868e-06 3.70978e-06 2.90199e-06 1.45404e-05 3.35546e-05 1.19907e-05 3.31934e-05 1.18248e-05 6.85821e-06 3.51108e-06 3.44303e-06 3.27654e-06 3.05514e-06 5.10125e-05 2.36124e-05 7.95717e-06 2.80963e-06 4.51728e-06 2.41874e-06 4.52982e-06 2.4107e-06 1.27599e-05 3.29737e-06 2.91956e-06
threshold=-0.42089999999999994 0.11612500000000002 0.030280000000000001 0.091105000000000005 -0.081224999999999978 0.13400000000000004 0.12118000000000002 0.11270000000000001 0.092165000000000011 -0.10224499999999999 -0.12255999999999999 -0.10324499999999999 0.083425000000000013 -0.086849999999999997 0.090100000000000013 -0.016279999999999996 0.13767000000000004 -0.40306999999999998 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.090390000000000012 0.11669000000000002 0.086965000000000015 0.08184000000000001 -0.049749999999999996 0.092235000000000011 -0.012019999999999998 0.092550000000000007 0.089985000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -3 6 7 8 14 10 -10 12 -11 -13 16 -15 18 -17 19 21 -20 -2 26 -24 25 -7 27 -22 -28 -29
right_child=1 4 -4 -5 -6 24 -8 -9 9 11 -12 13 -14 15 -16 17 -18 -19 20 -21 22 -23 23 -25 -26 -27 28 29 -30 -31
leaf_value=-2.5368053698352573e-05 9.022898418824958e-07 -8.8316459732595843e-06 -4.6883840157254156e-05 5.1295454795763362e-05 5.1889339556510097e-05 1.9252280807173205e-06 -2.7951627351499424e-05 3.1371713113322904e-05 2.6715799893801366e-05 0.0001426675447692105 -0.00015000553675732095 -8.2244400023641497e-05 -2.0597057151793378e-05 2.3167326191862624e-05 5.6033833094592082e-05 5.7673612851382088e-06 -4.0362001677099869e-05 -3.7235456519577869e-05 -0.00010887444771469746 0.0001487740732159182 7.9636810842202986e-05 -6.635537801912506e-05 4.9122970801060249e-05 -4.890105572030734e-06 -7.4357488604922155e-06 6.6997440580962578e-05 -5.3451738494914025e-05 -2.3419630108930983e-07 2.6507825912796595e-06 -3.6841196379100442e-05
leaf_weight=26 146 20 26 20 20 23 34 37 21 20 22 22 33 37 22 37 21 34 20 24 20 20 30 32 24 20 20 2246 22 22
leaf_count=26 146 20 26 20 20 23 34 37 21 20 22 22 33 37 22 37 21 34 20 24 20 20 30 32 24 20 20 2246 22 22
internal_value=0 2.13112e-07 -6.59808e-08 3.35889e-07 2.15288e-05 -2.82509e-09 -4.12737e-07 -9.07553e-08 -4.96228e-07 -1.13727e-05 -6.36998e-05 9.22673e-07 4.10122e-05 -1.54215e-05 4.33108e-07 -1.80946e-06 -3.32342e-08 -1.48255e-05 2.92248e-07 1.25011e-05 -6.69476e-07 -7.20104e-06 2.35248e-07 2.12453e-05 1.79966e-05 3.21914e-05 -3.23817e-07 1.11986e-07 -2.40647e-05 -5.89291e-07
internal_weight=0 3095 3055 3029 40 3009 2942 2908 2871 226 43 183 53 130 2645 108 2623 71 2602 190 2412 166 2392 62 67 43 2330 2288 42 2268
internal_count=3121 3095 3055 3029 40 3009 2942 2908 2871 226 43 183 53 130 2645 108 2623 71 2602 190 2412 166 2392 62 67 43 2330 2288 42 2268
is_linear=0
shrinkage=0.1


Tree=4177
num_leaves=31
num_cat=0
split_feature=40 130 130 132 1185 15 1186 16 16 16 130 1204 1429 1417 11 12 16 50 11 3 11 400 14 9 10 9 14 15 16 15
split_gain=1.77224e-06 5.51648e-06 3.2597e-06 1.89428e-06 1.2654e-05 6.68705e-06 3.60001e-06 1.90443e-06 3.65909e-06 2.26806e-06 4.30773e-06 3.41482e-06 1.66113e-06 4.33051e-06 2.95614e-06 7.30025e-06 6.62664e-06 1.38887e-05 8.58296e-06 4.57324e-06 2.65384e-06 3.4348e-06 2.46312e-06 6.54985e-06 7.46815e-06 6.23347e-06 5.99227e-06 2.47907e-06 2.54449e-06 1.30175e-05
threshold=-0.24620999999999996 -0.22699999999999995 -0.14845499999999998 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.081299999999999983 -0.020119999999999996 -0.097644999999999996 0.087380000000000013 -0.016569999999999994 0.12521000000000002 -0.080324999999999994 0.090070000000000025 0.10149500000000002 0.63167000000000006 -0.23771499999999998 0.086595000000000019 -0.16186999999999999 0.082485000000000017 -0.40134499999999995 0.078235000000000013 0.092890000000000014 0.053330000000000009 0.086220000000000005 0.085220000000000004 0.19724500000000003 -0.18708499999999997 0.050935000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 7 9 -9 -4 11 -11 13 -6 16 -16 18 -18 20 -17 21 -15 23 24 25 27 -24 28 29 -23
right_child=1 2 3 4 12 -7 -8 8 -10 10 -12 -13 -14 14 15 19 17 -19 -20 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.9672233952169334e-05 -5.0088279881906197e-05 4.0405226500297437e-05 1.8991928692020551e-05 7.7931138747815222e-05 -4.4380327314932155e-05 -5.7736458140425388e-05 -4.1885255424339065e-05 4.5391324150841686e-05 -2.5174403157796575e-06 -2.0355626134738896e-05 -4.9329647372360337e-05 3.1158916991361454e-05 2.8734060547321862e-05 4.1214648626919376e-05 5.1023299984439967e-05 -4.1098676766440894e-05 1.4784132540428446e-05 -9.7697955581159987e-05 5.5300535193834687e-05 2.2675228335530214e-05 -3.4945550123666183e-05 -1.5290512492861631e-06 -5.1473650561210005e-05 4.8208936485545046e-05 -4.6294582664683863e-05 5.4475062504588137e-05 8.9007611235761688e-06 3.3967628925373513e-05 6.9936952653955768e-07 -6.5545359292526784e-05
leaf_weight=20 22 20 26 21 22 25 21 25 44 31 25 22 20 20 38 22 23 21 28 23 22 270 31 28 35 21 35 21 2103 36
leaf_count=20 22 20 26 21 22 25 21 25 44 31 25 22 20 20 38 22 23 21 28 23 22 270 31 28 35 21 35 21 2103 36
internal_value=0 -1.91367e-07 1.65155e-07 -9.79378e-08 5.93089e-07 -9.0592e-06 -2.78636e-06 1.95975e-06 1.48408e-05 -6.58634e-06 -1.51124e-05 1.02777e-06 1.69634e-08 -1.88232e-07 1.61867e-07 1.87499e-05 -4.10816e-07 -3.89005e-05 2.28258e-07 -8.50313e-06 -3.59852e-07 -6.72038e-08 -3.87218e-07 1.13418e-07 -4.28285e-07 2.2668e-07 -1.94569e-05 -2.42133e-07 -5.4035e-07 -9.06038e-06
internal_weight=0 3101 3079 3059 2840 219 194 173 69 104 78 53 2819 2799 2777 83 2694 44 2650 45 2622 2600 2580 2514 2486 2451 66 2430 2409 306
internal_count=3121 3101 3079 3059 2840 219 194 173 69 104 78 53 2819 2799 2777 83 2694 44 2650 45 2622 2600 2580 2514 2486 2451 66 2430 2409 306
is_linear=0
shrinkage=0.1


Tree=4178
num_leaves=31
num_cat=0
split_feature=130 2 11 33 10 16 12 97 10 2 52 46 472 12 0 2 4 0 1429 156 1429 48 52 156 1429 2 1372 2 160 12
split_gain=1.84994e-06 2.95569e-06 1.98621e-06 4.78173e-06 2.62826e-06 3.39671e-05 2.06145e-05 3.19054e-06 4.42989e-06 2.31759e-06 2.73176e-06 1.79504e-06 5.76819e-06 1.83155e-06 1.81865e-06 3.32665e-06 2.85132e-06 9.94862e-06 2.30491e-06 4.10232e-06 3.4825e-06 2.2702e-06 4.96619e-06 3.71882e-06 3.02918e-06 1.58411e-05 1.15637e-05 1.05903e-05 8.34418e-06 1.20014e-05
threshold=-0.23123999999999997 0.31358000000000003 -0.011194999999999998 -0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 -1.0000000180025095e-35 -0.079444999999999988 0.11294000000000003 -0.0091949999999999983 -1.0000000180025095e-35 0.10253500000000002 0.094800000000000009 -0.14757499999999998 0.13134000000000004 0.10559 -0.50940999999999981 0.041630000000000007 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 -0.11155999999999998 -0.56368999999999991 -0.092624999999999985 0.083725000000000008 0.087015000000000023 -0.082274999999999987 0.087625000000000022 -0.087874999999999995 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -6 9 10 -9 12 13 -11 16 -16 17 -15 -18 20 -20 -22 -23 -24 26 -26 -25 -27 -29 -30
right_child=1 -3 3 4 7 -7 -8 8 -10 11 -12 -13 -14 14 15 -17 18 -19 19 -21 21 22 23 24 25 27 -28 28 29 -31
leaf_value=2.8255841386018562e-05 2.7617542631420435e-05 -3.1445791046280645e-05 -4.4599325019589744e-05 1.5848336299699661e-05 -3.5865911188011528e-05 9.5355783225707405e-05 -0.00011281415747362191 6.1077668215148156e-06 4.4714375127858314e-05 -2.3521223154217077e-05 -4.2281403299122238e-05 -2.6115401645326457e-05 5.3793660063092832e-05 2.1153849191553795e-05 3.7591317511344514e-05 -8.2081876449780707e-06 3.4039735151054632e-05 -6.9898431850864057e-05 4.0867374701476715e-05 -4.5154082617955285e-05 -2.7369031380051943e-05 3.826396825709654e-05 -4.2117331629145033e-05 7.5036422987025063e-05 -7.7372582487559194e-05 6.046643163108456e-05 4.8921819778301934e-07 4.9964868485403709e-05 -6.0916836032952744e-05 3.6367776864665303e-06
leaf_weight=23 26 30 24 33 25 34 20 20 22 33 28 26 20 24 35 29 20 24 21 20 30 34 21 21 31 25 2277 20 45 80
leaf_count=23 26 30 24 33 25 34 20 20 22 33 28 26 20 24 35 29 20 24 21 20 30 34 21 21 31 25 2277 20 45 80
internal_value=0 -2.09784e-07 9.56525e-08 -1.39577e-07 2.13979e-07 1.73426e-05 -3.27035e-05 -2.94445e-07 1.15722e-08 -3.29434e-07 -2.21192e-05 3.9364e-08 2.81365e-07 -1.02235e-07 1.78079e-07 1.68384e-05 -2.17859e-07 -2.43723e-05 2.20482e-07 -3.71883e-08 3.09199e-07 -2.04151e-08 3.00829e-07 -2.11372e-07 1.40779e-07 -1.16314e-05 1.17046e-06 3.56722e-07 -1.0007e-05 -1.96025e-05
internal_weight=0 3098 3068 3042 3018 87 53 2931 2906 2884 48 2836 2810 2790 2757 64 2693 48 2645 2625 2605 2584 2554 2520 2499 201 2298 170 145 125
internal_count=3121 3098 3068 3042 3018 87 53 2931 2906 2884 48 2836 2810 2790 2757 64 2693 48 2645 2625 2605 2584 2554 2520 2499 201 2298 170 145 125
is_linear=0
shrinkage=0.1


Tree=4179
num_leaves=31
num_cat=0
split_feature=1373 150 1374 12 130 376 123 1 1 0 10 10 9 13 0 45 150 147 457 457 457 15 2 474 15 1 0 9 13 49
split_gain=1.74886e-06 3.99781e-06 3.05531e-06 1.74186e-06 3.66068e-06 1.75902e-06 3.68518e-06 6.22849e-06 2.94765e-06 8.12148e-06 6.8049e-06 3.85085e-06 5.59942e-06 2.56231e-06 4.74541e-06 2.38948e-06 2.18984e-06 4.53561e-06 4.49749e-06 4.83819e-06 2.72196e-06 2.63732e-06 6.82737e-06 8.1541e-06 6.2095e-06 1.09951e-05 1.4366e-05 7.66224e-06 5.04082e-06 6.13611e-06
threshold=-1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.23631000000000002 -0.22461999999999996 0.087010000000000018 0.088795000000000013 0.13471500000000003 0.13686500000000004 -0.019414999999999998 0.11485500000000001 0.053330000000000009 0.08925000000000001 -0.085584999999999981 -0.12333499999999999 0.094030000000000016 0.12640500000000002 0.095485000000000014 0.097000000000000017 0.091945000000000013 0.087995000000000004 -0.15914499999999995 0.084145000000000011 0.096025000000000013 -0.10203999999999998 0.093575000000000019 -0.11756999999999999 -1.0000000180025095e-35 -0.096404999999999991 0.10269000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 8 -7 -8 10 13 11 12 15 14 -10 16 17 18 19 20 21 22 -6 -24 25 28 -27 -26 -23 -30
right_child=1 -3 3 -5 5 6 7 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 24 23 -25 27 26 -28 -29 29 -31
leaf_value=-2.5827032312428434e-05 -3.7226640812481162e-05 4.1753243599289461e-05 3.7734121612559719e-05 -2.8527139355511671e-05 -6.6646507912082603e-05 5.0738211125246301e-05 -3.3504883042321756e-05 3.571319826873011e-05 -2.2554507061365506e-05 -5.8808547248645485e-05 5.8461782718950413e-05 -3.5126089923940001e-05 4.8407893003362309e-05 -2.0088865186642999e-05 3.7403873850370009e-05 -3.0276903810142988e-05 -3.0540561965608504e-05 3.5217210503056729e-05 -3.3315969235445662e-05 4.8277295475903278e-05 -3.6664745366579161e-05 3.8559724406138321e-05 -1.3850985494407782e-05 5.4957713909971059e-05 -4.6641713961435019e-05 1.3354149569781368e-05 0.00012195791777273933 5.2020933414611317e-07 -2.3068558322328112e-05 3.4646511527171247e-05
leaf_weight=26 22 23 26 21 20 21 26 26 22 32 20 31 24 39 33 26 23 37 40 21 20 31 124 20 35 29 21 2187 70 25
leaf_count=26 22 23 26 21 20 21 26 26 22 32 20 31 24 39 33 26 23 37 40 21 20 31 124 20 35 29 21 2187 70 25
internal_value=0 2.16968e-07 -9.40134e-08 1.73829e-07 3.72812e-07 4.93373e-08 1.53824e-05 1.10416e-06 -3.32682e-07 -1.52953e-05 3.39676e-07 -7.78678e-08 3.16791e-07 -4.82309e-07 1.34205e-05 -1.06143e-07 1.84068e-07 4.47749e-07 -3.8997e-08 4.72366e-07 8.35579e-08 3.7043e-07 -1.18982e-05 -4.29422e-06 1.20948e-06 1.92904e-05 5.89677e-05 -2.22665e-07 3.54536e-06 -7.88038e-06
internal_weight=0 3095 3072 3050 3029 3003 73 52 2930 126 2804 2784 2753 94 55 2729 2703 2680 2643 2603 2582 2562 164 144 2398 176 50 2222 126 95
internal_count=3121 3095 3072 3050 3029 3003 73 52 2930 126 2804 2784 2753 94 55 2729 2703 2680 2643 2603 2582 2562 164 144 2398 176 50 2222 126 95
is_linear=0
shrinkage=0.1


Tree=4180
num_leaves=31
num_cat=0
split_feature=130 40 130 394 4 1200 1203 52 401 401 133 1209 1209 48 48 48 1374 45 11 33 133 403 133 13 133 133 133 402 47 47
split_gain=1.78037e-06 5.00195e-06 1.75669e-06 2.4345e-06 5.91271e-06 1.79501e-06 4.02426e-06 2.70183e-06 2.33332e-06 2.16595e-06 7.81479e-06 4.55553e-06 2.5904e-06 1.81948e-06 3.08619e-06 2.7687e-06 4.13569e-06 3.17387e-06 1.00672e-05 4.13739e-06 2.16327e-06 1.10087e-05 9.37726e-06 8.87688e-06 2.35801e-06 3.19734e-06 4.57299e-06 2.00853e-05 2.24547e-06 4.39926e-06
threshold=-0.23647499999999996 -0.23755499999999996 -0.14628999999999995 0.013605000000000001 -0.082349999999999993 0.086110000000000006 0.094640000000000016 0.086450000000000013 0.13837000000000002 0.11769000000000002 -0.047229999999999987 -0.093169999999999989 -0.087199999999999986 0.13400000000000004 0.15068000000000001 0.12737000000000001 -0.26569999999999994 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.51114000000000004 -0.44023999999999991 0.5012700000000001 -0.066634999999999986 0.41553500000000004 0.41068500000000002 0.26639000000000007 -0.0065149999999999991 0.12119500000000001 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 8 -7 9 11 -11 -4 -13 15 -15 16 -14 18 -18 -20 22 -22 24 -23 25 26 28 -28 29 -21
right_child=1 2 3 4 -6 7 -8 -9 -10 10 -12 12 13 14 -16 -17 17 -19 19 20 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.9740258396486753e-05 4.3045541763233442e-05 -2.5579661963059119e-05 -4.7991386609282933e-05 -1.5402142289531187e-05 5.9724109302227262e-05 3.6794563747236922e-05 -4.3224581168033184e-05 -1.0348581708967687e-05 -3.4334885222051525e-05 -1.7711891848227458e-05 5.9099942770374651e-05 3.5764248777923058e-05 4.0861367112180845e-05 3.3489933025521167e-05 -1.0765475865180354e-05 -3.6916882203556833e-05 6.1385239244443195e-05 -4.0522647723264533e-05 -4.2475616434482319e-05 -1.0180458261378737e-06 -7.2364450945315188e-05 5.0912972633691079e-05 6.7972331762575778e-05 -2.4917154258362545e-05 -3.4972088674294358e-05 3.5084755800198764e-05 -0.00010388402518980331 1.7396416287990886e-05 -2.3397395116484317e-05 1.5282603473358945e-05
leaf_weight=20 27 27 20 20 22 31 22 20 20 27 26 20 24 40 26 21 26 20 24 2206 25 26 20 38 20 25 22 36 41 179
leaf_count=20 27 27 20 20 22 31 22 20 20 27 26 20 24 40 26 21 26 20 24 2206 25 26 20 38 20 25 22 36 41 179
internal_value=0 1.91805e-07 -1.84594e-07 4.04363e-08 2.39497e-05 -2.93737e-07 -6.14874e-07 1.83071e-05 -2.95156e-07 -6.13666e-08 1.99694e-05 -4.32696e-07 -9.76574e-08 -3.52087e-07 1.6056e-05 -7.45452e-07 -4.67414e-07 -8.33696e-07 -5.38391e-07 -1.1432e-06 -7.67171e-07 -1.60924e-05 -2.32079e-07 5.88883e-06 -7.71458e-07 -4.98834e-07 -8.56962e-07 -2.86065e-05 -1.93535e-07 2.05357e-07
internal_weight=0 3101 3074 3047 42 3005 2954 51 2932 2912 53 2859 2839 2819 66 2753 2732 2708 2688 2662 2638 89 2549 64 2529 2509 2484 58 2426 2385
internal_count=3121 3101 3074 3047 42 3005 2954 51 2932 2912 53 2859 2839 2819 66 2753 2732 2708 2688 2662 2638 89 2549 64 2529 2509 2484 58 2426 2385
is_linear=0
shrinkage=0.1


Tree=4181
num_leaves=31
num_cat=0
split_feature=1373 48 48 47 47 2 0 4 47 148 447 131 43 131 1 13 13 132 1186 394 1203 12 132 9 33 0 3 12 12 16
split_gain=1.67285e-06 3.40833e-06 5.52304e-06 2.51448e-06 1.44808e-05 5.62782e-06 6.88732e-06 1.60212e-05 5.59995e-06 3.26076e-06 3.88145e-06 2.86493e-06 2.72462e-06 3.47543e-06 3.59158e-06 2.57926e-06 4.01458e-06 2.46527e-06 5.36501e-05 2.38269e-05 5.12746e-06 4.39991e-06 6.83412e-06 2.4959e-06 1.21526e-05 3.22946e-06 2.83301e-06 5.85839e-06 1.39793e-05 2.10291e-05
threshold=-1.0000000180025095e-35 0.12474000000000002 0.13127500000000003 0.092165000000000011 0.096475000000000019 0.10402500000000002 -0.097734999999999989 0.10637500000000001 0.088915000000000008 -0.10069499999999999 0.094580000000000011 0.13767000000000004 -0.11180499999999999 0.096490000000000006 0.11654500000000001 -0.014169999999999999 -0.077944999999999987 -0.083284999999999984 0.0044650000000000011 0.11233000000000001 0.087075000000000014 0.11418000000000002 -0.41094499999999995 0.092235000000000011 -0.012019999999999998 -0.0058249999999999994 -0.088084999999999983 0.089210000000000025 0.090545000000000014 0.6352000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 -5 6 7 -6 9 -2 11 17 -8 14 15 16 -14 18 20 23 21 22 -11 24 -19 -25 27 -26 -29 -30
right_child=1 2 -4 4 5 -7 12 -9 -10 10 -12 -13 13 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 25 26 -27 -28 28 29 -31
leaf_value=-2.5259497320243658e-05 4.0197521593654534e-05 6.5340446139998677e-05 6.6601453875558014e-06 -6.8643621470856602e-05 0.00010728580245086052 -3.8162604601786691e-05 -3.7226899864735555e-05 -9.0547987038634944e-06 3.8137675190414603e-05 5.7655348196435216e-05 -3.8054447671769323e-05 -3.6733928477804598e-05 7.517183500264462e-06 -3.353574088578171e-05 4.4574613560722686e-05 3.053229276702041e-05 -4.5214774038206751e-05 7.8494478657376021e-05 0.0001620081393671821 -0.00010409880137145097 -5.3819286321889931e-05 -3.7365433811626445e-05 -4.1370825613284983e-06 -5.2801743767645344e-05 -3.6582909178652685e-06 2.7200232083983296e-06 -1.828346191573622e-06 7.4518342484629504e-05 1.6848701495013813e-05 -8.3266074200408823e-05
leaf_weight=26 20 20 81 36 20 34 22 29 39 22 27 21 42 24 22 20 22 20 21 22 21 27 96 20 303 22 1744 36 239 23
leaf_count=26 20 20 81 36 20 34 22 29 39 22 27 21 42 24 22 20 22 20 21 22 21 27 96 20 303 22 1744 36 239 23
internal_value=0 2.12194e-07 1.828e-05 -3.97308e-07 -9.58353e-06 -5.36031e-07 5.82866e-06 3.84312e-05 5.16929e-07 -2.9721e-08 -3.31727e-07 5.45121e-08 -4.68135e-06 8.26356e-07 8.60645e-06 -8.13779e-07 -1.06094e-05 3.49832e-07 1.14137e-05 -5.01933e-07 -7.63743e-06 -9.49027e-07 7.38354e-06 4.44943e-07 8.74068e-07 -2.37189e-05 2.12061e-07 6.13298e-06 1.60885e-05 8.06e-06
internal_weight=0 3095 101 2994 271 235 201 49 2723 2684 2664 2637 152 130 106 84 64 2616 187 2429 166 145 118 2407 2365 42 2345 601 298 262
internal_count=3121 3095 101 2994 271 235 201 49 2723 2684 2664 2637 152 130 106 84 64 2616 187 2429 166 145 118 2407 2365 42 2345 601 298 262
is_linear=0
shrinkage=0.1


Tree=4182
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1429 475 15 156 11 45 1426 1428 2 2 2 1209 3 2 2 4 52 402 3 3 159 2 4 482 13 401
split_gain=1.77095e-06 1.09521e-05 5.13191e-06 5.41592e-06 1.6806e-06 3.85007e-06 3.14573e-06 3.07376e-06 1.67563e-06 1.7388e-06 3.28565e-06 2.33757e-06 2.02181e-06 1.09296e-05 7.16327e-06 6.37244e-06 5.90721e-06 1.05293e-05 1.53525e-05 9.62424e-06 1.55677e-05 9.45403e-06 1.03193e-05 9.00775e-06 1.4623e-05 8.02287e-06 7.24571e-06 5.54525e-06 1.50256e-05 5.51754e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.12521000000000002 -0.24431999999999998 -0.0088349999999999974 0.16414500000000004 -0.072629999999999986 0.084355000000000013 -0.081389999999999976 0.092095000000000024 0.093320000000000014 0.093840000000000021 0.092635000000000009 0.10272000000000002 -0.094874999999999987 0.096325000000000008 0.095195000000000016 -0.072334999999999997 0.096795000000000006 -1.0000000180025095e-35 -0.086049999999999988 -0.10115999999999999 0.09599000000000002 0.10188000000000001 -0.35136499999999998 0.098465000000000011 0.24394000000000002 0.13274500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -3 8 -7 10 -10 12 14 -14 29 16 23 18 -18 20 -19 -21 -23 24 25 -15 -27 28 -24 -12
right_child=1 4 -4 -5 -6 7 -8 -9 9 -11 11 -13 13 15 -16 -17 17 19 -20 21 -22 22 27 -25 -26 26 -28 -29 -30 -31
leaf_value=2.5356291881838514e-06 7.2614174825416533e-05 7.2387291848744182e-07 -5.1288174145156521e-05 -5.1192700248932292e-05 2.9021224036114291e-05 -2.8013043040465124e-05 -4.9806831806823287e-05 3.7653697977062127e-05 -3.6824798773219909e-05 1.9411598073697572e-05 1.8154100729221958e-06 3.0775921128224581e-05 -6.6340244329357695e-05 5.7206106184575883e-05 4.6252435175928344e-05 4.3539134955305297e-05 -8.4312248238244873e-06 2.6929785430443838e-06 -9.7953288556406433e-05 -5.9391466228672396e-05 0.00010365408481794433 -7.4721999144458106e-05 -2.9619232861569086e-06 7.4660935622107778e-05 -6.8681484955722337e-05 -4.2655985900917306e-05 1.9539358151917836e-05 -4.745394070050679e-05 8.1596917061688154e-05 -4.9767510123880732e-05
leaf_weight=176 21 22 25 21 20 21 28 22 24 47 1652 25 27 37 36 30 53 56 30 33 21 20 469 21 23 26 67 25 22 21
leaf_count=176 21 22 25 21 20 21 28 22 24 47 1652 25 27 37 36 30 53 56 30 33 21 20 469 21 23 26 67 25 22 21
internal_value=0 6.59197e-07 -8.60802e-06 -3.19176e-06 1.3416e-07 -6.79884e-08 -2.75733e-05 4.21779e-07 1.27772e-07 3.415e-07 1.17376e-08 3.39903e-07 5.48145e-08 -3.61742e-06 2.11763e-06 -1.80229e-06 -3.30865e-06 -7.26012e-06 -4.07886e-05 -2.95228e-06 3.02278e-05 -7.44238e-06 -4.24403e-06 1.32466e-05 4.81721e-06 1.78208e-05 2.15141e-06 -1.51232e-06 8.26864e-07 1.16793e-06
internal_weight=0 2899 222 197 2878 2858 50 2808 2786 2765 2718 2694 2669 960 1709 933 903 729 83 646 77 569 536 174 153 130 93 516 491 1673
internal_count=3121 2899 222 197 2878 2858 50 2808 2786 2765 2718 2694 2669 960 1709 933 903 729 83 646 77 569 536 174 153 130 93 516 491 1673
is_linear=0
shrinkage=0.1


Tree=4183
num_leaves=31
num_cat=0
split_feature=12 130 15 15 1447 1456 133 132 399 1204 1209 4 1203 1446 160 15 12 1213 1213 1210 50 401 133 2 52 51 12 12 43 160
split_gain=1.81976e-06 3.60512e-06 1.66457e-06 1.27392e-05 1.10873e-05 1.59605e-05 1.22155e-05 1.04486e-05 5.66372e-05 4.91045e-05 8.49425e-06 2.15309e-05 9.24599e-06 8.38522e-06 1.21568e-05 8.30614e-06 6.35708e-06 5.79947e-06 1.59732e-05 1.73082e-05 5.25497e-06 1.25334e-05 1.67271e-05 7.35183e-06 2.22846e-05 8.63148e-06 1.71805e-05 3.38431e-05 1.07235e-05 1.38113e-05
threshold=0.23631000000000002 -0.22461999999999996 0.087575000000000014 0.087260000000000018 -0.085684999999999997 0.04871000000000001 0.091250000000000012 -0.083284999999999984 0.09141500000000001 -0.078604999999999994 -0.077594999999999983 -0.079764999999999989 0.088520000000000015 0.037915000000000011 -0.53908999999999996 0.088990000000000014 0.090285000000000018 -0.24064499999999997 -0.085049999999999987 -0.064799999999999983 0.11863000000000001 -0.06959499999999999 0.5140450000000002 0.097385000000000013 0.098380000000000009 0.090560000000000015 0.095175000000000023 0.097825000000000009 -0.079734999999999986 -0.037174999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 7 -7 8 -6 -9 11 -11 13 14 -12 16 -16 -17 -19 -20 21 22 -21 25 -25 26 28 -28 -23 -30
right_child=-2 2 4 -5 5 6 -8 9 -10 10 12 -13 -14 -15 15 17 -18 18 19 20 -22 23 -24 24 -26 -27 27 -29 29 -31
leaf_value=3.6589289030180897e-05 -2.8024450939087928e-05 -7.0082962075725434e-07 5.8117163401523919e-05 -7.5496527401612749e-05 -5.6245218004970299e-05 -9.0099075483370452e-06 -0.00011482847228762694 -0.00015242848112393404 0.00017090004477636069 0.0001252943420331576 -7.500062830248764e-05 -1.8066118032451911e-05 6.8731963533320516e-05 4.5822930951544555e-05 -5.074267512322784e-05 -3.4520312996733086e-05 1.2985765604990656e-05 8.7081731180660427e-05 -7.7623127701068983e-05 0.00011922150547055329 -3.9443906043743485e-05 5.2355022794912546e-05 -4.6056368137215035e-06 2.0598005577382111e-05 -9.000139729449012e-05 -4.6430801485257693e-05 0.00017296775353543126 9.9003177300411553e-06 -8.9108957763528454e-05 5.2694971323628286e-06
leaf_weight=27 23 2290 36 23 23 24 20 20 21 20 22 22 21 39 49 32 23 25 24 24 20 31 20 49 29 20 20 35 20 69
leaf_count=27 23 2290 36 23 23 24 20 20 21 20 22 22 21 39 49 32 23 25 24 24 20 31 20 49 29 20 20 35 20 69
internal_value=0 2.08055e-07 -1.11806e-07 -1.44458e-06 3.9551e-06 1.2545e-06 -5.71093e-05 5.04212e-06 5.2165e-05 1.77176e-06 6.79456e-06 5.02008e-05 3.6074e-06 1.12533e-06 -2.27937e-06 9.85671e-07 -3.0385e-05 6.38923e-06 9.78069e-06 4.42743e-06 1.02708e-05 1.34074e-05 6.29364e-05 5.42467e-06 -2.05223e-05 1.58034e-05 2.29159e-05 6.91976e-05 1.70352e-06 -1.59391e-05
internal_weight=0 3098 3071 2313 758 722 44 678 44 634 614 42 572 551 512 490 72 418 386 361 337 317 44 273 78 195 175 55 120 89
internal_count=3121 3098 3071 2313 758 722 44 678 44 634 614 42 572 551 512 490 72 418 386 361 337 317 44 273 78 195 175 55 120 89
is_linear=0
shrinkage=0.1


Tree=4184
num_leaves=31
num_cat=0
split_feature=130 10 3 40 40 40 48 105 33 97 9 13 13 2 13 481 133 133 479 0 51 43 0 133 15 150 160 150 150 13
split_gain=1.77988e-06 4.67873e-06 7.69301e-06 4.32038e-06 2.47696e-06 3.62724e-06 2.7475e-06 2.49789e-06 4.20735e-06 2.17106e-06 4.6539e-06 2.35343e-06 1.22308e-05 1.23825e-05 7.64492e-06 6.5145e-06 5.7372e-06 1.42506e-05 5.45347e-06 5.3987e-06 5.21928e-06 1.41751e-05 1.37238e-05 1.07464e-05 1.58594e-05 1.09678e-05 1.34126e-05 9.73232e-06 1.11361e-05 9.46447e-06
threshold=-0.23647499999999996 -0.38124499999999995 -0.0063699999999999989 -0.24134999999999998 -0.085734999999999992 -0.08440499999999998 0.085485000000000019 1.0000000180025095e-35 -0.0066799999999999993 -0.079444999999999988 -0.013509999999999999 -0.081829999999999986 -0.081029999999999977 0.088665000000000008 -0.082199999999999981 -0.15036499999999997 0.11524500000000001 0.10722500000000001 0.088785000000000017 0.041630000000000007 -0.085734999999999992 -0.08231999999999999 -0.089019999999999974 0.089405000000000012 -0.03241999999999999 0.10874500000000002 -0.081639999999999976 0.099590000000000026 0.088040000000000021 -0.17933499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 -5 8 -7 -10 -11 14 13 -13 16 -14 17 18 19 20 21 -12 -23 25 -25 27 -27 28 29 -22
right_child=1 3 -4 4 5 7 -8 -9 9 10 11 12 15 -15 -16 -17 -18 -19 -20 -21 23 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-2.9736132273683327e-05 7.8135185394785363e-05 -4.5459654211299499e-05 -8.524145960109308e-06 3.6984254187995546e-05 -4.1760779917933092e-05 4.2788824993808902e-05 -7.6411860721815497e-06 -3.5274051269880148e-05 -2.6472558719462778e-05 4.1455568969939599e-05 -3.1284170756470271e-05 -0.0001126422599918442 5.1769503150590824e-05 -3.9241825354772365e-06 6.1984279640951584e-05 -1.7883484042776997e-06 -4.30797869739763e-05 8.718178971321323e-05 5.2227678428434531e-05 4.9599724397095013e-05 -3.8719439445148144e-05 7.1493427255448363e-06 0.00011319280829807016 4.556613724137581e-06 -9.0796308028405872e-05 -1.3023008210913524e-05 8.8477870764715297e-05 -5.6638971079792101e-05 6.1541425514276076e-05 1.3684031810804646e-06
leaf_weight=20 20 21 21 37 21 23 22 20 31 27 29 20 23 22 22 1807 27 20 21 22 66 26 23 37 33 23 30 32 28 547
leaf_count=20 20 21 21 37 21 23 22 20 31 27 29 20 23 22 22 1807 27 20 21 22 66 26 23 37 33 23 30 32 28 547
internal_value=0 1.91785e-07 3.37487e-05 -2.57834e-07 5.45183e-08 -3.47191e-07 2.03443e-05 -5.32795e-08 1.86399e-07 -1.49628e-07 1.33218e-07 -2.57161e-07 -2.33976e-06 -5.56947e-05 3.69681e-06 -1.11522e-06 2.3666e-06 3.67616e-06 1.85488e-06 6.74264e-07 -5.5727e-07 2.41292e-05 5.69248e-05 -2.97629e-06 -4.03955e-05 6.31616e-07 4.44303e-05 -2.81761e-06 -1.30743e-07 -2.94774e-06
internal_weight=0 3101 41 3060 3039 2980 59 2959 2939 2916 2885 2858 1872 42 986 1830 964 937 917 896 874 78 49 796 70 726 53 673 641 613
internal_count=3121 3101 41 3060 3039 2980 59 2959 2939 2916 2885 2858 1872 42 986 1830 964 937 917 896 874 78 49 796 70 726 53 673 641 613
is_linear=0
shrinkage=0.1


Tree=4185
num_leaves=31
num_cat=0
split_feature=132 394 15 1186 457 457 1348 133 480 160 160 160 1447 4 15 133 16 1447 480 43 1456 1456 1375 1453 16 475 475 3 1429 1456
split_gain=1.66196e-06 9.94021e-06 5.15713e-06 4.19816e-06 1.62398e-06 2.51723e-06 5.14533e-06 1.9986e-06 1.14399e-05 6.76641e-06 6.21813e-06 1.84364e-05 8.75077e-06 5.89358e-06 8.65278e-06 5.54363e-06 1.16138e-05 5.95226e-06 1.48604e-05 2.09055e-05 1.0495e-05 1.59281e-05 5.6391e-06 1.05895e-05 1.01743e-05 7.07036e-06 1.36125e-05 1.7136e-05 8.58106e-06 6.85961e-06
threshold=-0.083174999999999985 0.11233000000000001 0.092400000000000024 0.049580000000000006 0.31508000000000008 0.11612500000000002 -0.047944999999999995 0.068115000000000023 0.11191000000000002 -0.53379499999999991 -0.55248999999999981 -0.53908999999999996 1.0000000180025095e-35 -0.17966999999999997 0.024640000000000006 0.084655000000000022 -0.069144999999999984 -0.086359999999999978 0.086995000000000017 -0.072269999999999987 0.091180000000000011 0.11253500000000001 0.084665000000000018 -0.078454999999999983 -0.0064149999999999997 -0.085774999999999976 -0.082239999999999994 -0.086274999999999977 0.057970000000000008 0.056325000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 6 -2 10 9 -9 -8 -12 -13 14 -11 16 -15 -17 20 -20 22 -22 23 -19 -24 -25 27 -27 29 -28
right_child=1 -3 -4 -5 -6 -7 7 8 -10 13 11 12 -14 15 -16 17 -18 18 19 -21 21 -23 24 25 -26 26 28 -29 -30 -31
leaf_value=2.1331575717860446e-06 -5.0465383574191946e-05 7.0893956908548724e-05 -5.1123879267834131e-05 -4.5170729433829408e-05 -2.2251536910289361e-05 2.7448964759541389e-05 3.790929930311485e-05 -5.5101479965742328e-05 7.8863259495847167e-05 8.5690212740917643e-05 -8.1531664994239188e-05 -2.0478589240845949e-06 5.4319148772005321e-05 9.2494617838383426e-05 -5.0883174914079498e-06 3.9072779073098664e-05 -1.3982136806589551e-05 -7.3086569504777726e-05 1.6110892793221866e-05 -0.00012368209844008444 0.00011471061843622011 -1.1496069423628797e-05 -1.4895153906210275e-05 -4.6204248329476374e-05 7.8179647668245408e-05 0.00012333410624705722 1.7914557326011855e-06 -1.9976083194706009e-06 -6.3920865101284687e-05 -5.3894364416761249e-05
leaf_weight=176 20 20 25 21 32 34 39 20 20 21 29 1684 28 20 21 38 21 21 20 23 20 20 23 33 24 20 579 24 22 23
leaf_count=176 20 20 25 21 32 34 39 20 20 21 29 1684 28 20 21 38 21 21 20 23 20 20 23 33 24 20 579 24 22 23
internal_value=0 6.38575e-07 -8.33895e-06 -2.90939e-06 1.50521e-07 4.02318e-07 7.54125e-08 4.37323e-07 3.98327e-06 2.47512e-06 -1.58068e-06 -2.46529e-06 -1.12597e-06 3.6586e-06 4.03009e-05 2.00557e-06 3.79577e-05 3.49342e-07 -1.37776e-06 -5.86621e-05 1.66702e-06 5.16073e-05 -9.30653e-07 -3.11551e-06 3.26324e-05 -1.01937e-06 1.21282e-06 5.49714e-05 -2.57785e-06 -3.36076e-07
internal_weight=0 2899 222 197 2879 2847 2813 2793 1013 993 1780 1741 1712 973 42 931 41 890 852 43 809 40 769 722 47 701 668 44 624 602
internal_count=3121 2899 222 197 2879 2847 2813 2793 1013 993 1780 1741 1712 973 42 931 41 890 852 43 809 40 769 722 47 701 668 44 624 602
is_linear=0
shrinkage=0.1


Tree=4186
num_leaves=31
num_cat=0
split_feature=1429 1417 155 1 1426 1429 1429 52 3 15 16 41 2 33 0 13 1 12 2 16 12 147 147 45 483 160 3 12 484 160
split_gain=1.63574e-06 3.5113e-06 2.15086e-06 1.00651e-05 2.43368e-06 2.14045e-06 4.14381e-06 3.82785e-06 2.4551e-06 5.54756e-06 9.487e-06 3.18087e-06 7.30091e-06 6.53554e-06 2.37267e-06 9.50968e-06 3.52217e-06 6.45794e-06 2.66359e-06 3.30201e-06 3.26001e-06 6.82896e-06 5.15413e-06 3.9809e-06 3.50656e-06 3.22528e-06 1.20517e-05 1.07268e-05 1.34118e-05 5.03792e-06
threshold=0.12521000000000002 -0.080324999999999994 0.11854500000000001 0.10389500000000002 -0.021179999999999997 -0.069929999999999978 -0.0091699999999999993 -0.085264999999999994 -0.16726499999999997 -0.031204999999999997 -0.0064149999999999997 0.088180000000000008 0.081685000000000021 -0.0066799999999999993 0.10455500000000001 -0.055129999999999992 0.16540500000000002 0.15120000000000003 0.14122000000000004 0.071345000000000006 0.12757000000000002 0.099730000000000027 0.093875000000000014 0.094030000000000016 -0.47181499999999993 0.11055500000000001 0.088060000000000013 0.090695000000000012 -1.0000000180025095e-35 0.41446500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 7 -7 -6 9 -8 -11 13 -13 -10 16 -16 17 18 20 -20 21 22 23 24 -15 -26 27 28 -27 -29
right_child=-2 2 3 -5 5 6 8 -9 11 10 -12 12 -14 14 15 -17 -18 -19 19 -21 -22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=-3.9992447471542458e-05 2.8506688104243948e-05 -2.772431616904214e-05 5.8356861997310717e-05 -1.9238969819395738e-05 4.3777474529633765e-05 -4.4634630016627768e-05 -1.0507545640494856e-05 -8.1231115877421372e-06 4.7196745649200933e-05 8.9576160159291859e-05 3.5966950015404801e-06 -7.2577560922582057e-05 -2.8116941102022492e-06 3.6643397540431653e-05 -6.9541661271917599e-05 9.0326287144053759e-06 3.8076923472848043e-05 -4.5054527976162721e-05 7.0130578309390143e-06 5.0872645425399592e-05 -3.8020585128359256e-05 5.2883775060763584e-05 -5.004851149611309e-05 -4.081183687958401e-05 5.6792362879521258e-07 -9.6992521511728644e-06 -8.7147820668178621e-05 -6.1013273079879585e-06 9.194071388265002e-05 -7.707963642246796e-05
leaf_weight=22 20 32 32 35 30 21 45 27 29 21 33 20 60 26 24 43 24 32 94 21 23 24 21 24 2221 37 20 20 20 20
leaf_count=22 20 32 32 35 30 21 45 27 29 21 33 20 60 26 24 43 24 32 94 21 23 24 21 24 2221 37 20 20 20 20
internal_value=0 -1.83855e-07 1.00584e-07 1.78217e-05 -2.93611e-07 9.46715e-10 -3.73308e-07 1.9193e-05 -5.30158e-08 1.54237e-05 3.70332e-05 -5.99644e-07 -2.02532e-05 -2.22364e-08 -5.30533e-07 -1.91134e-05 -5.65887e-08 -4.08185e-07 1.47507e-07 1.50222e-05 -5.48987e-07 -1.94755e-07 -7.23557e-07 -2.89795e-07 1.21596e-07 -2.84549e-07 -1.6467e-05 -1.89358e-06 2.59639e-05 -4.15905e-05
internal_weight=0 3101 3079 67 3012 2980 2923 57 2902 99 54 2803 80 2723 2694 67 2627 2603 2571 115 2456 2433 2409 2388 2364 2338 117 97 57 40
internal_count=3121 3101 3079 67 3012 2980 2923 57 2902 99 54 2803 80 2723 2694 67 2627 2603 2571 115 2456 2433 2409 2388 2364 2338 117 97 57 40
is_linear=0
shrinkage=0.1


Tree=4187
num_leaves=31
num_cat=0
split_feature=40 130 42 401 401 401 1209 1210 1210 1209 1209 401 15 402 16 133 1211 15 132 15 132 1210 1 1213 1208 42 12 153 3 12
split_gain=1.60886e-06 5.41808e-06 3.58116e-06 1.97215e-06 3.22127e-06 2.53296e-06 4.627e-06 2.7556e-06 2.16841e-06 3.9198e-06 4.01855e-06 2.98296e-06 1.00222e-05 7.29293e-06 5.24734e-06 3.82644e-06 2.29782e-06 9.27077e-06 2.8214e-06 1.37237e-05 5.84721e-06 2.70761e-06 1.171e-05 9.99815e-06 3.7713e-06 3.40178e-06 6.3647e-06 3.85578e-06 2.1311e-06 2.92978e-06
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 0.13729500000000003 0.12006000000000001 0.11444000000000001 -0.093169999999999989 -0.13847499999999999 -0.090009999999999993 -0.085894999999999985 -0.069599999999999981 -1.0000000180025095e-35 0.098485000000000017 -0.42321999999999993 -0.072359999999999994 0.5136750000000001 0.11048500000000001 0.089165000000000008 -0.083284999999999984 0.091475000000000015 -0.037359999999999997 -0.0061249999999999994 0.078340000000000007 -0.079804999999999987 0.10683000000000002 0.11720500000000002 0.11527000000000001 0.08351500000000002 -0.042499999999999989 0.11527000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8 -9 -10 -11 12 14 -13 -12 -16 18 -18 19 28 -20 22 23 -22 25 27 -27 -23 29 -15
right_child=1 2 -4 -5 -6 -7 7 8 9 10 11 13 -14 16 15 -17 17 -19 20 -21 21 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=2.8271464489080243e-05 -4.9632224479203369e-05 -4.8240474261547208e-05 3.3987873875077876e-05 2.9659307901138988e-05 -3.0551357917179956e-05 3.166033886373043e-05 2.832538170075756e-05 -3.2326719727799564e-05 -4.4193908329361883e-05 3.7267411560856881e-05 -3.5071941894547427e-05 4.7893129448084437e-05 -7.1843268153315873e-05 -3.5663209228704758e-06 -6.0570032269424701e-06 5.5801199705456392e-05 -2.3036913106417552e-05 7.2094782299245706e-05 4.7616642237139439e-05 -8.4557151042289391e-05 9.1725007223431021e-07 -3.8308598660054628e-07 -4.7706909881526372e-05 8.4004473449437821e-05 -3.8535589821829212e-05 6.2022974520914428e-05 -1.4359690030687489e-05 -4.4482644752861234e-05 -2.787687653206409e-05 3.5893624441417739e-05
leaf_weight=20 22 20 31 22 35 25 34 21 20 29 23 32 25 130 20 20 21 20 26 23 30 2284 20 28 26 24 20 20 28 22
leaf_count=20 22 20 31 22 35 25 34 21 20 29 23 32 25 130 20 20 21 20 26 23 30 2284 20 28 26 24 20 20 28 22
internal_value=0 -1.82339e-07 1.70989e-07 -1.72949e-07 -3.89839e-07 -3.68957e-08 -3.04067e-07 2.13666e-08 -3.09106e-07 -7.65326e-08 2.30798e-07 -1.47126e-07 -1.82711e-05 4.31997e-07 2.98777e-06 2.48721e-05 -1.25959e-07 2.33688e-05 -4.8526e-07 -1.18194e-05 4.4324e-07 -5.69676e-08 1.82757e-05 4.10283e-05 -6.59305e-07 -2.39891e-07 2.73036e-05 -7.65895e-07 -2.52508e-06 2.14499e-06
internal_weight=0 3101 3079 3048 3026 2991 2966 2946 2912 2891 2871 2842 88 2754 63 40 2722 41 2681 203 2478 2452 78 58 2374 2348 44 2304 180 152
internal_count=3121 3101 3079 3048 3026 2991 2966 2946 2912 2891 2871 2842 88 2754 63 40 2722 41 2681 203 2478 2452 78 58 2374 2348 44 2304 180 152
is_linear=0
shrinkage=0.1


Tree=4188
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 403 1204 1213 132 13 1204 130 40 4 10 4 2 1 34 123 9 2 14 45 157 3 1209 43 1209 13
split_gain=1.98799e-06 4.51135e-05 2.45177e-05 8.34873e-06 1.92877e-06 1.82816e-06 2.42002e-06 2.81168e-06 6.50512e-06 1.98346e-06 1.77698e-06 2.08056e-06 2.67504e-06 2.09463e-06 1.95753e-06 1.08067e-05 1.87589e-05 1.0923e-05 2.69632e-06 1.43983e-05 3.74455e-06 3.74196e-06 2.03799e-06 6.69038e-06 5.6581e-06 1.91287e-06 1.77375e-06 1.33463e-05 2.66238e-06 1.36173e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11527000000000001 -0.089609999999999981 -0.08483499999999998 0.0065300000000000002 -0.41094499999999995 -0.016469999999999995 -0.082274999999999987 -0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.011559999999999999 0.053180000000000012 -0.013254999999999998 0.13265500000000002 -0.057544999999999992 0.083805000000000004 0.088235000000000022 -1.0000000180025095e-35 -0.31455999999999995 0.094030000000000016 -0.075754999999999989 -0.087614999999999985 -0.087714999999999987 -0.0047449999999999992 -0.065739999999999979 -0.064619999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -7 8 -8 -10 25 -12 -13 14 15 16 -14 -17 19 -16 21 -20 24 26 -23 -4 27 -24 29 -28
right_child=2 -3 10 -5 -6 6 7 -9 9 -11 11 12 13 -15 18 17 -18 -19 20 -21 -22 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=2.0152768141495723e-05 -0.00010585952556787313 0.00014855233668987198 1.3849970418959856e-06 -6.6853267835540467e-05 2.9751523576188837e-05 1.666839317265605e-05 4.1839126563337193e-05 -4.2153912831314044e-05 -4.5631557744248621e-06 -4.521882978375895e-05 3.0429922150109304e-05 -3.6884358141833221e-05 -0.00012127944081044007 2.8634313934162493e-05 9.0079344766991204e-05 7.2556580793885087e-05 1.2534101447922044e-07 -2.4994613083132816e-05 3.4038549250681173e-05 -1.474531115168008e-05 -3.1984594086778189e-05 5.9891083782574804e-05 -2.3672981531548902e-05 -4.5577058181427708e-05 -1.9632324147096372e-06 4.2876988663920203e-05 2.8141960470036241e-05 7.9577447364239824e-05 -1.8685563854372742e-07 -8.3235696417562261e-05
leaf_weight=29 22 21 25 20 21 31 21 28 24 24 22 20 20 25 20 22 35 24 32 38 37 21 31 33 50 20 23 21 2340 21
leaf_count=29 22 21 25 20 21 31 21 28 24 24 22 20 20 25 20 22 35 24 32 38 37 21 31 33 50 20 23 21 2340 21
internal_value=0 9.18726e-06 -6.93325e-07 -5.59388e-06 1.2892e-06 -2.51787e-06 -7.65418e-06 -1.54274e-05 -4.58183e-06 -2.4891e-05 1.10028e-07 -2.02922e-07 -4.42497e-07 -1.81545e-07 -4.41804e-07 -1.41072e-05 -4.40219e-05 2.16603e-05 7.57083e-08 2.14011e-05 -3.98371e-07 5.60183e-08 -3.72108e-07 -8.52453e-07 1.63317e-05 1.98259e-05 -2.46577e-07 1.80243e-05 -6.45103e-07 -2.50156e-05
internal_weight=0 219 2902 198 178 157 128 97 69 48 2880 2835 2813 2793 2768 101 55 46 2667 58 2609 2572 2540 2469 71 45 2436 52 2384 44
internal_count=3121 219 2902 198 178 157 128 97 69 48 2880 2835 2813 2793 2768 101 55 46 2667 58 2609 2572 2540 2469 71 45 2436 52 2384 44
is_linear=0
shrinkage=0.1


Tree=4189
num_leaves=31
num_cat=0
split_feature=44 46 48 48 43 48 132 48 13 160 49 2 15 4 4 12 150 15 4 1446 456 456 0 1453 158 158 3 3 3 13
split_gain=1.98789e-06 3.28311e-06 2.0646e-06 8.09109e-06 1.43933e-05 8.54601e-06 4.91123e-06 9.33634e-06 5.90511e-06 6.60323e-06 5.4279e-06 8.40163e-06 7.17666e-06 6.04187e-06 4.57704e-06 4.25424e-06 3.83431e-06 3.51616e-06 3.13369e-06 2.93819e-06 3.56836e-06 9.40562e-06 7.47774e-06 4.34473e-06 4.70238e-06 3.92425e-06 3.09946e-06 1.35667e-05 1.325e-05 9.80986e-06
threshold=0.094585000000000016 1.0000000180025095e-35 0.089670000000000014 0.087555000000000008 -0.010739999999999998 0.086425000000000016 0.089365000000000014 0.091635000000000008 -0.096404999999999991 0.098320000000000005 0.10858500000000001 0.088125000000000023 -0.088429999999999995 0.08184000000000001 0.0033150000000000007 0.094435000000000005 0.08486500000000001 -0.11713499999999999 -0.011884999999999998 -0.09143999999999998 0.091255000000000017 0.088285000000000016 -0.084804999999999978 -0.085754999999999984 -0.47336999999999996 -0.46695499999999995 -0.078724999999999976 -0.07908999999999998 -0.078344999999999984 -0.14179999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 19 7 16 14 10 11 18 -13 -12 -9 -8 -4 -16 -10 -1 21 23 -22 -21 -25 -26 27 29 -28 -27
right_child=-2 -3 6 4 -6 -7 15 8 9 -11 13 12 -14 -15 17 -17 -18 -19 -20 20 22 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=-3.5585015455746382e-05 2.2435383517660786e-05 -3.8776355241183904e-05 -2.5667583631729943e-05 8.2515264239191315e-07 0.00010663048292826716 -5.3787146678838202e-05 4.641181362482409e-05 5.7020444174945034e-05 -1.9289740872149458e-05 3.38524046431606e-05 3.6338092155574489e-05 -7.9297810646637934e-05 -2.459228226353634e-05 -3.2692095278651408e-05 3.3435441764595453e-05 -7.7864361368743382e-06 -8.7589381364523434e-05 -2.2818809849923129e-05 2.8922708714582346e-05 -3.5029643709783684e-05 9.6548062208091354e-06 6.1473553642617143e-05 -6.8885039573532672e-05 4.8616021238211985e-05 -4.0018698857001378e-05 -4.6663942711947218e-05 8.4514540815559624e-05 -7.7587209587996455e-05 4.1757682194900339e-06 1.2926586265169668e-06
leaf_weight=22 39 22 20 36 20 29 30 23 28 27 32 38 65 21 20 28 20 25 26 33 27 26 22 21 23 44 21 23 915 1395
leaf_count=22 39 22 20 36 20 29 30 23 28 27 32 38 65 21 20 28 20 25 26 33 27 26 22 21 23 44 21 23 915 1395
internal_value=0 -2.83898e-07 -7.15495e-09 1.00446e-06 3.86128e-05 1.94742e-07 -6.67676e-06 -1.12031e-05 -5.24567e-06 -1.26989e-05 -1.86841e-05 -2.80251e-05 -4.47749e-05 8.98651e-06 2.0731e-05 2.02471e-05 -5.66285e-05 2.18308e-06 3.92366e-06 8.03403e-07 1.11734e-06 1.64095e-06 -2.5608e-05 1.0124e-06 1.49946e-06 1.09077e-06 1.48506e-06 -1.39156e-06 5.97824e-06 -1.737e-07
internal_weight=0 3082 3060 2657 56 2601 403 345 305 237 210 157 103 53 68 58 40 45 54 2572 2550 2501 49 2475 2442 2421 2398 1462 936 1439
internal_count=3121 3082 3060 2657 56 2601 403 345 305 237 210 157 103 53 68 58 40 45 54 2572 2550 2501 49 2475 2442 2421 2398 1462 936 1439
is_linear=0
shrinkage=0.1


Tree=4190
num_leaves=31
num_cat=0
split_feature=40 4 46 46 47 47 47 148 447 48 147 9 8 402 1375 1375 484 1374 1373 475 1375 159 1 51 1456 15 457 1375 1456 43
split_gain=1.71838e-06 5.48448e-06 1.6978e-06 3.74051e-06 1.91872e-06 1.06407e-05 5.25135e-06 3.30807e-06 3.2079e-06 2.99601e-06 4.59886e-06 3.12884e-06 3.96351e-06 2.19737e-06 2.09094e-06 2.74514e-06 2.84845e-06 1.24499e-05 1.1062e-05 1.0927e-05 9.59221e-06 5.86115e-06 8.31406e-06 7.75833e-06 5.48384e-06 1.60971e-05 5.41564e-06 5.88162e-06 5.28068e-06 4.17138e-06
threshold=-0.24620999999999996 0.63556000000000001 0.096120000000000011 1.0000000180025095e-35 0.092165000000000011 0.096475000000000019 0.088915000000000008 -0.10069499999999999 0.094580000000000011 -0.11155999999999998 0.091170000000000015 0.08925000000000001 0.089885000000000007 0.073745000000000019 0.089070000000000024 0.084795000000000023 0.086135000000000017 0.088460000000000011 1.0000000180025095e-35 -0.085734999999999992 -0.043984999999999989 0.10519500000000001 0.12165500000000001 -0.085604999999999987 -0.090954999999999994 0.09116500000000001 0.31508000000000008 -0.068444999999999992 -0.085209999999999994 -0.083684999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 9 -9 11 14 -13 -7 15 16 17 18 24 -18 -21 23 -23 -22 25 -11 27 -26 -29 -25
right_child=1 -3 -4 -5 5 13 -8 8 -10 10 -12 12 -14 -15 -16 -17 19 -19 -20 20 21 22 -24 29 26 -27 -28 28 -30 -31
leaf_value=2.9217844230515765e-05 3.355330558406422e-05 -5.1119455383741298e-05 2.2381352680574362e-05 -4.3193479887122524e-05 -5.683185502819374e-05 -2.9982556273501319e-06 3.8981141208043683e-05 -3.0378809617926187e-05 -3.2917571159738026e-05 -9.6467821905124848e-05 3.7986928774361421e-05 5.9720661016626768e-05 9.862936470502368e-07 2.9983049138205719e-05 -2.5067847002102294e-05 3.7169348870520481e-05 7.1510826322852304e-05 -6.8645927516357641e-05 7.0228909614591188e-05 -6.3076456917769981e-05 6.6131956649379784e-05 -6.7983768219294564e-05 2.21056916325324e-05 3.687917164319919e-05 4.6607310704766192e-05 2.4502114485420117e-05 -4.6584053263359238e-05 4.0594005946742635e-05 -9.9107221066769057e-07 -3.272135732795109e-06
leaf_weight=20 30 21 34 20 38 247 36 31 29 22 33 20 27 22 33 20 26 27 22 20 28 21 20 36 27 22 25 31 2041 92
leaf_count=20 30 21 34 20 38 247 36 31 29 22 33 20 27 22 33 20 26 27 22 20 28 21 20 36 27 22 25 31 2041 92
internal_value=0 -1.88436e-07 1.58821e-07 -8.92308e-08 1.95662e-07 -7.29822e-06 1.04179e-06 5.32726e-07 1.59331e-07 5.24891e-07 8.94353e-07 4.16207e-07 2.59796e-05 -3.009e-07 -6.18998e-08 2.70841e-07 -2.91472e-08 -1.15571e-06 -3.23643e-07 1.0249e-05 2.90891e-06 9.60793e-06 -2.40377e-05 1.84507e-05 -1.03958e-06 -3.59829e-05 -3.1571e-07 2.35366e-07 -3.68902e-07 8.02042e-06
internal_weight=0 3101 3080 3046 3026 307 2719 2683 2653 2624 2593 2560 47 269 2513 2480 2460 2217 2190 243 217 197 41 156 2168 44 2124 2099 2072 128
internal_count=3121 3101 3080 3046 3026 307 2719 2683 2653 2624 2593 2560 47 269 2513 2480 2460 2217 2190 243 217 197 41 156 2168 44 2124 2099 2072 128
is_linear=0
shrinkage=0.1


Tree=4191
num_leaves=31
num_cat=0
split_feature=132 50 132 1203 12 48 132 399 1213 1211 401 401 402 402 1208 1208 1209 1209 1209 403 1212 2 1210 3 1211 403 13 13 16 12
split_gain=1.51498e-06 4.69535e-05 2.14425e-05 1.08568e-05 1.62949e-06 1.92397e-06 1.98827e-06 2.13794e-06 1.47654e-06 1.8234e-06 1.687e-06 6.48134e-06 3.50105e-06 1.58292e-05 1.68025e-06 3.25364e-06 4.17197e-06 2.77551e-06 2.44587e-06 2.39962e-06 4.70942e-06 1.61602e-05 1.07366e-05 2.33909e-06 2.12565e-06 2.22322e-06 5.48486e-06 1.09083e-05 9.64062e-06 7.74538e-06
threshold=-0.083284999999999984 0.10022000000000002 -0.076764999999999986 0.089480000000000018 0.11527000000000001 0.086035000000000014 -0.41127499999999995 0.085965000000000014 0.51370000000000016 0.11986000000000001 -0.06959499999999999 -0.46360499999999999 -0.45454999999999995 -0.40883999999999993 0.11531000000000001 0.10233500000000001 -0.097919999999999993 -0.087714999999999987 0.10656 0.55673500000000009 -0.089544999999999986 0.08734500000000002 -0.099939999999999987 -0.082039999999999988 0.09993500000000001 0.085640000000000008 -0.0065549999999999992 -0.097984999999999989 -0.088394999999999987 0.090345000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -8 9 10 11 -4 -12 -14 15 16 -15 -18 19 20 21 23 -22 -19 25 -24 27 -27 -28 -30
right_child=2 -3 8 -5 -6 -7 7 -9 -10 -11 12 -13 13 14 -16 -17 17 18 -20 -21 22 -23 24 -25 -26 26 28 -29 29 -31
leaf_value=3.0759883193240969e-05 -0.00010128697724125925 0.00015019892421800512 -2.1333850217312526e-05 -7.6916976040593e-05 2.6950850120296571e-05 -3.0880986291560388e-05 -3.3123409698418984e-05 2.8164428082770129e-06 2.7205327318142738e-05 -2.4181578590932694e-05 3.5662507427871414e-05 4.274511854754038e-05 -8.9162580443371561e-05 -4.5511766297750005e-05 -2.6785862222744112e-05 3.3106426702715911e-05 3.2231025909789387e-05 -3.162831748010252e-05 3.3994760798079721e-05 -3.4775294716382631e-05 -6.5928114199778075e-05 9.4315385562684082e-05 -1.1194157071519233e-06 1.2676033782974209e-05 3.0880327804797245e-05 -2.0471018732288423e-05 -6.3726111931249432e-05 5.7212177004354696e-05 -1.8451515173486163e-05 5.8680513907545344e-05
leaf_weight=20 21 21 27 20 21 21 20 96 20 31 27 38 20 20 23 30 27 22 21 20 25 23 2305 26 22 28 22 51 30 23
leaf_count=20 21 21 27 20 21 21 20 96 20 31 27 38 20 20 23 30 27 22 21 20 25 23 2305 26 22 28 22 51 30 23
internal_value=0 8.02015e-06 -6.05246e-07 -7.05942e-06 7.89748e-07 -2.70951e-06 1.6405e-06 -3.38008e-06 1.28637e-07 -6.06447e-08 2.03578e-07 1.61277e-05 -1.70769e-07 -5.24129e-07 1.28104e-07 3.57797e-07 -1.08556e-08 3.33197e-07 4.22743e-09 -2.70629e-07 -2.83922e-09 2.53945e-05 -7.22396e-07 -7.63013e-06 -6.53453e-08 -3.42208e-07 1.12907e-05 2.96789e-05 -8.07824e-06 1.50209e-05
internal_weight=0 219 2902 198 178 157 136 116 2881 2861 2830 65 2765 2738 2718 2695 2665 2645 2618 2597 2577 71 2506 48 2481 2459 154 79 75 53
internal_count=3121 219 2902 198 178 157 136 116 2881 2861 2830 65 2765 2738 2718 2695 2665 2645 2618 2597 2577 71 2506 48 2481 2459 154 79 75 53
is_linear=0
shrinkage=0.1


Tree=4192
num_leaves=31
num_cat=0
split_feature=402 402 1210 1210 15 15 132 0 1204 394 15 12 13 484 3 1447 484 13 3 13 13 15 13 3 403 15 159 52 1213 52
split_gain=1.76868e-06 2.44403e-06 1.77043e-06 4.17959e-06 2.52129e-06 2.00378e-05 9.62636e-06 5.20444e-05 4.32065e-05 9.12397e-06 9.35417e-06 4.11948e-05 5.91849e-06 1.17872e-05 4.22456e-05 2.80589e-05 1.0633e-05 1.2906e-05 1.66156e-05 2.44784e-05 8.02452e-06 7.26405e-06 6.05306e-06 5.37988e-06 8.26927e-06 6.08601e-06 5.34359e-06 9.25599e-06 1.91927e-05 4.56042e-06
threshold=0.31278000000000006 0.13775000000000001 -0.13847499999999999 -0.090569999999999998 0.085465000000000013 0.085035000000000013 -0.083284999999999984 -0.081784999999999983 -0.082199999999999981 0.013605000000000001 0.086355000000000015 0.085440000000000016 -0.077944999999999987 -0.081614999999999979 -0.085709999999999995 -0.084334999999999979 0.058970000000000009 -0.080519999999999994 -0.07359499999999998 -0.087404999999999997 -0.076384999999999995 0.088990000000000014 -0.092879999999999976 -0.079724999999999976 -0.53255499999999989 0.095575000000000007 -1.0000000180025095e-35 0.10263500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -6 -8 10 11 -10 13 14 -12 -15 17 18 19 21 -14 -17 -23 24 -22 -25 -27 28 -28 -30
right_child=-2 -3 3 4 6 -7 8 -9 9 -11 12 -13 20 15 -16 16 -18 -19 -20 -21 23 22 -24 25 -26 26 27 -29 29 -31
leaf_value=2.6623587124049667e-05 2.8923412684803012e-05 -2.5071449018026053e-05 -4.352588035306905e-05 -5.0735699479257144e-07 0.00017273282510359424 -8.7196391394138992e-05 -0.00014297180503490382 -3.4174635197081032e-05 -4.0817564419099931e-05 6.5322530310368178e-05 -0.00014128972483376856 0.00013732636845088564 -6.540081259035189e-05 0.00010948393208954873 6.1785899855576221e-05 -3.8709700740063067e-05 -5.8279256402536046e-05 8.9061710287653895e-05 -5.5264787489639793e-05 9.9811271103399411e-05 -6.6685662638449756e-05 -6.0656649446556053e-06 5.8931833874616454e-05 5.8906408909561757e-05 -6.6835810094065715e-06 3.6403141396274602e-05 9.6529108932372763e-05 -4.8247395649301137e-05 6.7139158428679884e-06 -4.9206948431674386e-05
leaf_weight=25 21 39 22 2141 20 27 20 31 27 25 20 25 22 31 21 35 22 21 35 31 26 38 23 22 197 36 20 38 35 25
leaf_count=25 21 39 22 2141 20 27 20 31 27 25 20 25 22 31 21 35 22 21 35 31 26 38 23 22 197 36 20 38 35 25
internal_value=0 -1.9593e-07 1.21007e-07 -9.72291e-08 2.19768e-07 -1.58697e-06 4.84981e-06 4.69655e-05 2.14804e-06 5.89307e-06 3.91209e-06 4.48286e-05 8.63869e-07 1.2216e-05 -3.72754e-05 2.08141e-05 7.40552e-06 1.5302e-05 5.74061e-06 2.25531e-05 -6.60537e-06 -2.39482e-06 1.84416e-05 -3.36352e-06 -1.36793e-05 9.70709e-06 2.67862e-06 -7.61022e-06 1.16924e-05 -1.65864e-05
internal_weight=0 3100 3061 3036 3014 2168 846 51 795 775 750 52 698 277 41 236 205 183 162 127 421 96 61 399 223 176 154 118 80 60
internal_count=3121 3100 3061 3036 3014 2168 846 51 795 775 750 52 698 277 41 236 205 183 162 127 421 96 61 399 223 176 154 118 80 60
is_linear=0
shrinkage=0.1


Tree=4193
num_leaves=31
num_cat=0
split_feature=132 1185 1203 403 2 403 403 403 1209 1213 1213 1213 3 1213 0 1212 0 1210 3 3 3 481 4 1210 1213 401 1 160 12 160
split_gain=1.84765e-06 1.15811e-05 5.54378e-06 1.82298e-06 1.05567e-05 5.42392e-06 7.07926e-06 4.27136e-06 1.98658e-06 2.73103e-06 6.89172e-06 1.33513e-05 1.28244e-05 6.80112e-06 7.59478e-06 2.32347e-05 3.01966e-05 1.38148e-05 6.21721e-06 1.02953e-05 1.54137e-05 1.27276e-05 7.53409e-06 5.23921e-06 4.02691e-06 2.46024e-06 1.36537e-05 2.34483e-06 1.33336e-05 4.77873e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.5492149999999999 0.083715000000000026 -0.5425549999999999 -0.5335399999999999 -0.52800499999999995 -0.092099999999999987 -0.065844999999999987 -0.020279999999999996 -0.011424999999999999 -0.077104999999999993 -0.077179999999999985 -0.086834999999999982 -0.092474999999999988 -0.098289999999999975 -0.094799999999999982 -0.08824499999999999 -0.082284999999999983 -0.080409999999999995 -0.07496499999999999 -0.087394999999999987 -0.0095099999999999976 -0.22748999999999997 0.09530000000000001 0.085760000000000017 -0.54913999999999985 0.089625000000000024 -0.53908999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -5 -7 -8 -9 13 12 -12 -11 14 15 -10 -17 -16 22 21 -21 -20 -19 -13 -22 27 -27 28 -25 -29
right_child=1 3 -4 5 -6 6 7 8 9 10 11 23 -14 -15 17 16 -18 18 19 20 24 -23 -24 25 -26 26 -28 29 -30 -31
leaf_value=-2.7889670833509317e-06 7.4665542342700064e-05 7.3600365643263415e-05 -5.0388144804206352e-05 -5.2103151283517945e-05 -1.7646456353759276e-05 5.9440979130158672e-05 -4.4155439602697953e-05 2.8727651003161254e-05 4.0037148297916905e-05 7.9312918533105413e-05 -7.5615152910240405e-05 4.5587970778517329e-05 -2.2577496357761056e-05 -5.4145075409905985e-05 8.4666481998283414e-05 9.3889062694730609e-07 -0.00015636030951535088 -1.7392615336575546e-05 -3.4744556811543785e-06 8.2235009986933699e-05 -3.8121604195433014e-05 -9.1954525299209723e-05 5.9652509420023618e-05 -2.3941326865567063e-05 1.6785610238333572e-05 -8.2903008920506439e-05 2.2973981058698728e-05 -4.4877031588997772e-05 8.4664041605719834e-05 9.4294656492687707e-07
leaf_weight=194 21 21 28 20 32 20 22 24 29 30 23 26 21 30 20 26 23 22 37 22 34 29 30 26 22 21 29 23 20 2196
leaf_count=194 21 21 28 20 32 20 22 24 29 30 23 26 21 30 20 26 23 22 37 22 34 29 30 26 22 21 29 23 20 2196
internal_value=0 6.73309e-07 -8.79247e-06 1.33408e-07 1.85079e-05 -2.11318e-07 1.58677e-07 -2.67049e-07 8.24066e-08 -1.68592e-07 9.88003e-07 2.0337e-07 3.7358e-05 -8.78951e-06 -4.16139e-06 -3.09077e-05 -7.28954e-05 5.49699e-06 -2.58153e-06 -1.32841e-05 1.13118e-05 -4.23521e-05 2.70565e-05 9.48276e-07 -1.65509e-05 4.46923e-07 -2.14944e-05 9.31278e-07 2.32784e-05 4.68021e-07
internal_weight=0 2899 222 2878 53 2825 2805 2785 2763 2739 2415 2364 51 324 294 78 49 216 196 144 78 66 52 2341 56 2315 50 2265 46 2219
internal_count=3121 2899 222 2878 53 2825 2805 2785 2763 2739 2415 2364 51 324 294 78 49 216 196 144 78 66 52 2341 56 2315 50 2265 46 2219
is_linear=0
shrinkage=0.1


Tree=4194
num_leaves=31
num_cat=0
split_feature=44 45 2 399 1185 1186 2 2 1209 401 160 481 1455 2 1447 481 403 2 4 402 0 2 43 42 16 1 3 0 3 1
split_gain=1.51329e-06 2.35065e-06 1.66948e-06 9.68697e-06 1.04481e-05 9.50918e-06 7.5409e-06 7.90522e-06 7.022e-06 5.95062e-06 5.90358e-06 1.04201e-05 5.40323e-06 4.70874e-06 9.47376e-06 9.63045e-06 6.67762e-06 2.53487e-05 2.49166e-05 9.96406e-06 6.88351e-06 6.92442e-06 1.68444e-05 1.76269e-05 1.73061e-05 1.25185e-05 1.03087e-05 9.06709e-06 1.01111e-05 7.43217e-06
threshold=0.094585000000000016 1.0000000180025095e-35 0.085785000000000014 0.091580000000000009 -0.014244999999999999 -0.089559999999999987 0.085955000000000018 0.08622500000000001 -0.083969999999999989 -0.46360499999999999 -0.55248999999999981 -0.13392999999999997 -0.097209999999999977 0.085485000000000019 0.022105000000000003 -0.087644999999999987 -0.43370499999999995 0.083715000000000026 -0.081224999999999978 -0.41103999999999991 -0.15350499999999997 0.082850000000000021 0.0034250000000000005 0.086325000000000013 -0.092124999999999985 0.085605000000000014 -0.082484999999999989 -0.085544999999999982 -0.086869999999999989 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -7 -8 -9 -6 -10 -12 -11 14 15 -14 17 18 -17 -18 -21 25 23 24 -23 27 -26 28 -22 -27
right_child=-2 -3 5 -5 9 6 7 8 10 12 11 -13 13 -15 -16 16 19 -19 -20 20 21 22 -24 -25 26 29 -28 -29 -30 -31
leaf_value=-7.0107020292198285e-05 1.9574823578202485e-05 -3.2097274928001637e-05 -7.0414944930234936e-05 6.0061027134311033e-05 -4.9899896943034471e-05 -6.0686753113259331e-05 5.0492282268047955e-05 -5.7415027020562605e-05 -4.9844731851559721e-05 -4.210344850434922e-05 5.4110542223497766e-05 -9.9419232324433125e-07 7.2012136314740584e-05 3.9495701792858249e-05 -6.4502329350943911e-05 8.5909834757330825e-05 7.5780770603159906e-05 -0.0001126117306146467 -5.0320001687866582e-05 6.2397340911957144e-05 -2.3267609279943059e-05 7.9394798194698535e-05 -6.1755006784854546e-05 9.2613047201987628e-05 1.2490626036667201e-05 1.7352347729894184e-05 -5.4168315571210961e-05 1.011716463519564e-05 -0.00011428961530011452 -6.4914434894738166e-06
leaf_weight=20 39 23 20 29 21 21 30 22 24 25 35 1755 21 38 20 25 20 23 29 20 26 33 24 34 116 212 29 23 23 341
leaf_count=20 39 23 20 29 21 21 30 22 24 25 35 1755 21 38 20 25 20 23 29 20 26 33 24 34 116 212 29 23 23 341
internal_value=0 -2.47699e-07 -8.2288e-09 2.9975e-06 1.52391e-06 -1.82396e-06 -1.09698e-06 -4.26353e-07 -1.25836e-06 2.82275e-06 -5.77294e-07 8.32746e-08 3.84602e-06 4.93281e-06 3.64391e-06 5.0082e-06 3.56946e-06 -2.46962e-05 1.27494e-05 5.98506e-06 4.40059e-06 3.0534e-06 1.76474e-05 2.66363e-05 1.4034e-05 -2.45729e-06 -8.41162e-07 -4.16795e-05 -6.59922e-05 2.6494e-06
internal_weight=0 3082 3059 1152 1123 1907 1887 1866 1836 1103 1814 1790 1082 1057 1019 999 978 77 54 901 881 861 236 212 178 625 145 72 49 553
internal_count=3121 3082 3059 1152 1123 1907 1887 1866 1836 1103 1814 1790 1082 1057 1019 999 978 77 54 901 881 861 236 212 178 625 145 72 49 553
is_linear=0
shrinkage=0.1


Tree=4195
num_leaves=31
num_cat=0
split_feature=1209 40 130 39 132 1185 1203 1204 1213 1213 16 16 0 1212 1212 12 13 13 133 1213 1213 3 1209 1210 401 133 1210 403 12 2
split_gain=1.60677e-06 1.55849e-06 4.74475e-06 3.29947e-06 1.90631e-06 1.03622e-05 4.32399e-06 2.03132e-06 1.77921e-06 6.32939e-06 6.73728e-06 1.51573e-05 1.23744e-05 2.27224e-05 2.0107e-05 2.00068e-05 1.16275e-05 1.1431e-05 5.68415e-06 4.35998e-06 1.2247e-05 8.54525e-06 3.03168e-06 6.9267e-06 3.27337e-06 4.9055e-06 4.73033e-06 5.32168e-06 1.74424e-05 1.17263e-05
threshold=-0.14444499999999996 -0.24620999999999996 -0.22699999999999995 0.15438500000000002 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.081664999999999988 -0.065844999999999987 -0.077179999999999985 -0.092484999999999984 -0.088159999999999988 -0.083804999999999977 -0.040879999999999993 0.087615000000000012 0.088845000000000021 -0.095304999999999987 -0.083364999999999981 -0.0042999999999999991 -0.020279999999999996 -0.011424999999999999 -0.077104999999999993 -0.084519999999999984 -0.05860499999999999 -0.06959499999999999 0.51114000000000004 -0.0074649999999999985 -0.44023999999999991 0.096075000000000008 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4 -7 9 10 16 -12 13 -13 -15 -14 -9 -17 -19 21 -21 -10 -22 -24 -25 26 -26 28 29 -28
right_child=1 2 3 -5 5 7 -8 8 19 -11 11 12 15 14 -16 17 -18 18 -20 20 22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=2.8253049958948398e-05 2.7642608893074796e-05 -4.6637056849166671e-05 -3.9145867991881767e-06 3.9471718506926362e-05 7.0379892159031613e-05 2.0946064400454312e-05 -4.5979888012327925e-05 2.413931037153816e-05 6.2449836297028317e-05 -5.2933623166089616e-05 6.3806933755788326e-05 -0.00011407072669009301 7.8361563927340769e-05 5.1604050250100572e-05 -7.5127434060310157e-05 -7.8480868123733674e-05 -7.3058122069369347e-05 4.0966381443311176e-05 -1.8163229027335107e-05 -7.621514230864012e-05 -3.6458737800289371e-05 -2.0167973738829286e-05 4.3183840826761871e-05 3.005658318215865e-05 -4.822211241844343e-05 -4.1200595522492104e-05 4.1957017390814149e-05 -2.3424990905350597e-07 0.00010660059651854681 -5.8146204669769355e-05
leaf_weight=20 20 22 192 21 21 45 28 20 31 28 36 26 34 31 21 20 32 29 37 21 22 21 38 36 20 29 25 2153 20 22
leaf_count=20 20 22 192 21 21 45 28 20 31 28 36 26 34 31 21 20 32 29 37 21 22 21 38 36 20 29 25 2153 20 22
internal_value=0 -1.82227e-07 -3.62849e-07 -3.005e-08 -3.03104e-07 3.96809e-07 -9.26835e-06 -1.28627e-07 -4.73235e-07 -7.55826e-06 -3.11592e-06 4.11932e-06 -6.73297e-06 -3.77409e-05 4.24028e-07 1.34222e-05 -3.56745e-05 -1.22515e-05 7.81796e-06 4.39275e-07 -1.85023e-07 2.9085e-05 4.90085e-07 8.37023e-07 1.38897e-07 -3.35777e-07 1.93276e-07 6.29451e-07 2.83839e-05 -4.89981e-06
internal_weight=0 3101 3081 3059 3038 2818 220 2797 2752 314 286 234 198 78 52 120 52 86 66 2438 2386 52 2365 2343 2305 2269 2240 2220 67 47
internal_count=3121 3101 3081 3059 3038 2818 220 2797 2752 314 286 234 198 78 52 120 52 86 66 2438 2386 52 2365 2343 2305 2269 2240 2220 67 47
is_linear=0
shrinkage=0.1


Tree=4196
num_leaves=31
num_cat=0
split_feature=130 2 46 1454 51 11 33 10 16 1 31 12 15 0 15 2 2 15 15 132 131 49 133 133 2 16 0 15 160 1186
split_gain=1.83891e-06 2.60769e-06 1.78319e-06 3.05084e-06 1.88217e-06 1.64789e-06 6.03535e-06 2.42784e-06 3.34742e-05 1.80078e-05 2.57033e-06 1.80615e-06 3.63228e-06 5.01146e-06 2.93907e-06 2.19267e-05 9.39632e-06 3.79666e-06 6.69963e-06 3.53174e-06 4.35072e-06 3.87266e-06 6.79849e-06 1.49183e-05 6.23372e-06 5.84842e-06 6.42338e-06 5.15343e-06 4.62336e-06 3.51403e-06
threshold=-0.23123999999999997 0.31358000000000003 0.084955000000000017 0.11562500000000002 0.078435000000000019 -0.011194999999999998 -0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 0.11249000000000002 -1.0000000180025095e-35 -0.096104999999999982 -0.10091499999999999 -0.11756999999999999 -0.10203999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.099734999999999976 -0.096999999999999989 0.091615000000000016 0.088495000000000004 0.09567500000000001 -0.14717499999999997 -0.085499999999999979 0.087505000000000013 -0.12029499999999999 -0.09595999999999999 -0.46471999999999997 -1.0000000180025095e-35 0.090275000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -7 8 9 -8 -9 12 13 -12 15 -13 -16 -18 -19 20 21 22 -17 -24 -25 -23 -27 -26 -29 -20
right_child=1 -3 4 -5 -6 6 7 10 -10 -11 11 14 -14 -15 16 19 17 18 29 -21 -22 25 23 24 27 26 -28 28 -30 -31
leaf_value=2.8171519269286046e-05 2.516748957602361e-05 -2.9548739694291728e-05 4.2702942018877365e-05 -3.1947388658106015e-05 1.5452891238965097e-06 -5.0061836979390743e-05 -0.00010338340015594093 -2.5696524514783866e-05 9.9399572695068453e-05 1.6550302532249912e-05 -4.7913622165651765e-06 9.5598219117905341e-05 1.1559969182902326e-05 -6.8485130517122655e-05 -6.7320133287770062e-05 5.6463312928546944e-05 4.3254213621253258e-05 -4.7452913992553177e-05 -2.9100659202233688e-07 -3.5766751898336226e-05 3.8648207785573673e-05 1.1173680964434012e-05 -7.1613025738770375e-05 -1.8662007807341235e-05 -6.4867694163694981e-06 -7.2182596223110862e-05 -1.8378663080511616e-06 7.4554693898020428e-05 2.2565401373867646e-05 3.8176402813405734e-05
leaf_weight=23 26 30 20 30 25 24 21 39 31 31 30 27 33 21 21 26 20 30 2258 23 34 44 24 44 34 27 25 26 50 24
leaf_count=23 26 30 20 30 25 24 21 39 31 31 30 27 33 21 21 26 20 30 2258 23 34 44 24 44 34 27 25 26 50 24
internal_value=0 -2.09154e-07 7.77391e-08 -2.16403e-07 1.98376e-05 1.01649e-07 -1.18005e-07 2.89284e-07 1.71493e-05 -3.18845e-05 -2.00011e-07 1.52475e-07 -1.42911e-05 -3.10182e-05 5.95756e-07 8.70747e-06 -7.28043e-07 -1.28372e-07 -5.03653e-07 2.1359e-06 4.74596e-06 9.03708e-07 8.69778e-06 1.72079e-06 1.31494e-05 -1.56587e-05 -3.8363e-05 2.5874e-05 4.03512e-05 1.13559e-07
internal_weight=0 3098 3068 3023 45 2993 2967 2943 83 52 2860 2821 84 51 2737 384 2353 2332 2312 357 334 300 204 178 154 96 52 110 76 2282
internal_count=3121 3098 3068 3023 45 2993 2967 2943 83 52 2860 2821 84 51 2737 384 2353 2332 2312 357 334 300 204 178 154 96 52 110 76 2282
is_linear=0
shrinkage=0.1


Tree=4197
num_leaves=31
num_cat=0
split_feature=448 0 48 148 148 133 480 4 2 16 4 52 484 13 4 4 51 4 1 376 15 1447 480 481 1447 13 13 484 133 157
split_gain=1.50938e-06 5.5908e-06 8.82848e-06 2.00381e-06 2.34778e-06 1.94381e-06 9.295e-06 6.3468e-06 1.35431e-05 2.14154e-05 1.48109e-05 2.58339e-05 1.58771e-05 3.82609e-05 1.47245e-05 9.19081e-06 1.07232e-05 2.07495e-05 6.0096e-06 5.69554e-06 7.48376e-06 5.5849e-06 4.80154e-06 6.44821e-06 1.16534e-05 6.42619e-06 1.34021e-05 2.12599e-05 1.14298e-05 1.70273e-05
threshold=0.068920000000000023 -0.24955499999999997 0.10607000000000001 -0.098399999999999974 -0.084924999999999987 0.068115000000000023 0.11191000000000002 -0.080094999999999986 0.090425000000000019 0.0028900000000000006 -0.081114999999999979 0.092965000000000006 -0.081614999999999979 -0.049279999999999997 -0.085719999999999977 -0.078629999999999992 0.020580000000000005 -0.0070899999999999991 0.076935000000000017 0.080200000000000007 -0.087679999999999994 0.050705000000000007 0.090205000000000021 -0.081334999999999977 -0.070404999999999981 -0.085804999999999979 -0.084774999999999989 0.085845000000000019 0.085760000000000017 -0.06482499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 21 7 8 10 -10 11 12 -7 -14 18 -9 22 -18 -15 20 -19 -6 23 -17 -25 28 27 -27 -26 -30
right_child=-2 3 -4 4 5 6 -8 15 9 -11 -12 -13 13 14 -16 16 17 19 -20 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=7.6600063948717434e-05 -2.7383425986045041e-05 -2.9119974806235407e-05 -1.2183762650931299e-05 3.2438049526139039e-05 -1.5788999897060514e-06 -7.3354608903173355e-05 7.0686033723177388e-05 -6.9386384748213462e-05 0.00014274620615879031 6.2202026634218379e-06 8.1097125423019125e-05 -0.00010980698477526727 0.00012767937988866361 4.7182455364236379e-05 -6.9753255121651352e-05 3.2876788486141269e-05 9.7911443416735219e-05 -6.5597552228220077e-05 -1.3195774528185211e-05 4.1188082063854382e-05 1.9875083999068011e-05 -4.9144636133860339e-05 -5.3385429328045579e-05 -8.1420975529908904e-05 -3.9972951897198071e-05 -0.00013783279644485446 -4.2198809946967239e-06 7.9749746691959452e-06 0.00010837062906251629 1.0121704652580745e-05
leaf_weight=24 20 24 21 22 1957 20 20 20 20 27 22 21 27 34 27 45 31 21 32 20 20 25 20 20 30 20 400 20 22 89
leaf_count=24 20 24 21 22 1957 20 20 20 20 27 22 21 27 34 27 45 31 21 32 20 20 25 20 20 30 20 400 20 22 89
internal_value=0 1.7661e-07 3.51676e-05 -3.38637e-07 -1.10817e-07 -3.48715e-07 3.17985e-06 1.84045e-06 1.64344e-05 6.43164e-05 4.13684e-06 -6.37947e-06 9.13466e-06 2.28829e-05 -7.54193e-06 -2.47396e-06 -7.08463e-07 3.12931e-05 1.79082e-05 -2.56205e-06 -2.39036e-05 -2.17887e-06 -5.12911e-06 -3.6351e-06 -6.36894e-06 -3.78539e-06 -9.73888e-06 -6.49289e-05 1.47929e-05 2.95945e-05
internal_weight=0 3101 45 3056 3032 3010 1028 1008 230 47 183 161 140 120 93 778 758 92 66 61 41 1982 666 646 601 581 440 40 141 111
internal_count=3121 3101 45 3056 3032 3010 1028 1008 230 47 183 161 140 120 93 778 758 92 66 61 41 1982 666 646 601 581 440 40 141 111
is_linear=0
shrinkage=0.1


Tree=4198
num_leaves=31
num_cat=0
split_feature=32 33 97 374 34 2 0 16 15 1204 1186 403 132 50 393 15 1185 52 12 394 394 13 10 48 13 0 13 2 130 483
split_gain=1.57894e-06 4.35497e-06 2.20996e-06 2.33784e-06 1.95724e-06 2.35559e-06 1.49501e-05 6.53886e-06 1.90021e-06 1.83518e-06 2.5081e-06 9.1606e-06 5.76968e-06 6.74324e-05 4.34551e-05 4.13007e-06 3.58678e-06 7.15862e-06 3.2566e-06 2.65968e-06 1.08692e-05 2.70623e-06 7.95042e-06 1.80419e-05 8.75175e-06 6.33118e-06 4.80542e-06 6.69417e-06 3.22375e-06 4.33998e-06
threshold=1.0000000180025095e-35 -0.012019999999999998 -0.086464999999999986 0.08987500000000001 -0.084564999999999987 -0.0050599999999999994 -0.086554999999999979 -1.0000000180025095e-35 -0.094549999999999981 0.053645000000000005 0.057025000000000006 -0.0014349999999999999 -0.083284999999999984 0.10022000000000002 0.11333500000000001 0.091475000000000015 0.085905000000000009 0.084735000000000019 0.088045000000000012 -0.11103499999999998 -0.078674999999999981 0.24813000000000004 -0.38124499999999995 0.086665000000000006 0.19762500000000002 -0.067624999999999977 0.11217000000000001 0.095195000000000016 0.10490500000000001 -0.47356499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 8 -8 10 12 -12 13 15 16 -7 19 -18 -13 -14 -21 22 23 -22 26 -23 28 -28 29 -24
right_child=-2 2 3 -5 5 9 7 -9 -10 -11 11 18 14 -15 -16 -17 17 -19 -20 20 21 25 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.1782116677495655e-05 2.3639989129670933e-05 -3.2204202683975125e-05 -2.8997840087433124e-05 2.7234358435634933e-05 8.6063661159562841e-05 1.8086287439343452e-06 -2.363506921567562e-06 -4.6631158116165006e-05 3.722832465097203e-05 2.479874628048053e-05 -6.1078789604512309e-05 2.4420538023617621e-05 3.4933111012270237e-05 0.00019049426355195466 -0.00014797187701333315 -4.6771628076385243e-05 -1.7970714879993465e-05 6.0963767814596563e-05 -2.1255583097054452e-05 -7.4228493376722325e-05 0.0001122455577569781 -1.1069982227646895e-06 -4.3192415895039933e-05 -1.8986423575287601e-05 -6.0467411033945008e-05 -6.5491920811057625e-05 7.0585349116616112e-05 -1.1216987816927333e-06 3.210325436690198e-05 -4.4001103123963972e-07
leaf_weight=25 28 21 23 32 23 140 27 26 22 29 31 37 21 20 20 20 20 27 27 20 20 56 24 22 24 21 23 30 30 2232
leaf_count=25 28 21 23 32 23 140 27 26 22 29 31 37 21 20 20 20 20 27 27 20 20 56 24 22 24 21 23 30 30 2232
internal_value=0 -2.14011e-07 1.24712e-07 3.47524e-07 6.21577e-08 2.85547e-07 1.55333e-05 -6.09602e-06 1.54124e-05 -2.3079e-07 -4.84143e-07 -1.64609e-05 6.37953e-08 1.73759e-05 -1.13936e-06 -4.2639e-06 3.3034e-09 2.73746e-05 5.15092e-06 -5.06586e-07 -8.04042e-07 -2.12386e-07 3.78453e-07 4.3505e-05 -3.88079e-07 -1.86665e-05 2.28383e-07 2.99965e-05 -4.61778e-07 -8.94824e-07
internal_weight=0 3093 3068 3047 3015 2992 98 75 49 2894 2865 95 2770 180 2590 160 2570 47 64 2523 2502 2482 2405 42 2363 77 2339 53 2286 2256
internal_count=3121 3093 3068 3047 3015 2992 98 75 49 2894 2865 95 2770 180 2590 160 2570 47 64 2523 2502 2482 2405 42 2363 77 2339 53 2286 2256
is_linear=0
shrinkage=0.1


Tree=4199
num_leaves=31
num_cat=0
split_feature=130 2 132 393 1203 50 11 33 1 1 1 12 160 1 480 1210 160 0 151 1374 160 160 1 13 50 43 2 0 16 1
split_gain=1.66232e-06 2.63321e-06 1.6816e-06 1.06722e-05 5.52925e-06 3.54623e-06 1.55992e-06 4.26892e-06 2.34597e-06 2.93769e-05 2.49279e-05 8.87308e-05 8.80161e-06 1.5502e-05 6.31767e-06 5.69811e-06 4.80352e-06 4.53326e-06 1.18695e-05 4.44349e-06 5.45706e-06 1.32159e-05 7.06921e-06 1.65955e-05 1.0602e-05 8.28874e-06 1.62287e-05 9.67894e-06 7.27768e-06 6.63028e-06
threshold=-0.23123999999999997 0.31358000000000003 -0.083449999999999983 0.12679500000000002 0.089480000000000018 0.093975000000000017 -0.011194999999999998 -0.012019999999999998 0.09253500000000002 0.091785000000000019 0.093700000000000019 0.090995000000000006 -0.52336499999999997 0.094465000000000007 0.11704500000000002 -0.42132499999999995 0.11205000000000002 -0.23001499999999997 -0.080284999999999981 0.089635000000000006 -0.55248999999999981 -0.53908999999999996 0.085110000000000005 -0.094514999999999988 0.090805000000000011 -0.011694999999999999 0.086675000000000016 -0.080434999999999993 -0.014754999999999999 0.089875000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 5 -2 -4 -8 9 14 11 -10 -12 -14 15 -9 17 18 -15 20 -17 -22 -23 -24 25 27 -27 28 -25 -26
right_child=1 -3 3 -5 -6 -7 7 8 10 -11 12 -13 13 16 -16 19 -18 -19 -20 -21 21 22 23 24 29 26 -28 -29 -30 -31
leaf_value=2.6784699856880652e-05 1.3527641286990339e-06 -2.9681670109387904e-05 2.4575864885124389e-05 7.0113613897278401e-05 -5.850402228134045e-05 -4.2136602011548052e-05 -4.2025619798854071e-05 5.1085524186915292e-05 0.00022777767521585618 -0.00010523361956142322 6.3094290982751948e-05 -5.1050443322310462e-05 -7.6986805932112765e-05 3.1361126314420417e-05 -5.1142053068057672e-05 -3.7753320010289409e-05 4.0065419183989552e-05 2.0393910053896074e-06 -6.4258691180143888e-05 3.8049923944830273e-05 7.3763142199823062e-05 1.7700778233334448e-06 -0.00010132072577887034 6.4055275994178381e-05 -1.4607854836867773e-06 -9.234039091193394e-05 -5.1493876433083555e-07 -4.0719106343658503e-05 -5.7874980631970329e-06 6.4093779871688683e-05
leaf_weight=23 175 30 26 22 20 21 24 22 21 27 22 25 26 21 24 39 31 718 34 30 24 1453 21 25 36 38 39 40 37 27
leaf_count=23 175 30 26 22 20 21 24 22 21 27 22 25 26 21 24 39 31 718 34 30 24 1453 21 25 36 38 39 40 37 27
internal_value=0 -1.98847e-07 8.94461e-08 7.33743e-07 -8.41766e-06 -3.30681e-06 1.94395e-07 -3.16818e-08 3.30856e-07 -1.67577e-06 4.53629e-06 7.62407e-05 6.64925e-07 -9.89829e-07 -1.68463e-07 4.99678e-07 1.46778e-06 -8.01153e-08 -2.77493e-05 -1.15518e-07 -7.59117e-07 7.00631e-08 -9.60609e-07 -1.60469e-05 -8.64708e-06 -2.10645e-05 -4.58314e-05 -2.36784e-06 2.23749e-05 2.6634e-05
internal_weight=0 3098 3068 2852 216 196 2830 2804 2780 1882 898 46 852 830 1855 1831 804 773 55 1809 1779 1740 1716 263 242 179 77 102 62 63
internal_count=3121 3098 3068 2852 216 196 2830 2804 2780 1882 898 46 852 830 1855 1831 804 773 55 1809 1779 1740 1716 263 242 179 77 102 62 63
is_linear=0
shrinkage=0.1


Tree=4200
num_leaves=31
num_cat=0
split_feature=2 2 1186 13 1213 13 132 43 1203 12 481 1456 481 0 0 10 12 10 133 133 1208 402 133 1213 13 13 1210 403 3 3
split_gain=1.51577e-06 9.03653e-06 7.06374e-06 6.79811e-06 1.15657e-05 1.76115e-05 7.6156e-06 6.66855e-05 5.22124e-05 1.06895e-05 7.69128e-06 1.91179e-05 1.30235e-05 8.48308e-06 7.4747e-06 2.02711e-05 1.72958e-05 1.52831e-05 6.40672e-06 1.45292e-05 6.40655e-06 1.3701e-05 7.77778e-06 7.09234e-06 2.50663e-05 1.24066e-05 1.33912e-05 4.81676e-05 6.78452e-06 1.73129e-05
threshold=0.08647500000000001 0.086675000000000016 -0.095479999999999982 -0.090639999999999984 -0.090764999999999985 -0.093839999999999993 -0.083284999999999984 -0.011694999999999999 0.089165000000000008 0.090165000000000009 -0.087424999999999989 0.088580000000000006 -0.13925499999999996 -0.15599999999999997 -0.10224499999999999 -0.013164999999999998 0.082095000000000015 -0.0091199999999999979 -0.14757499999999998 -0.097509999999999986 0.10233500000000001 0.10874500000000002 -0.023589999999999996 -0.088064999999999991 -0.088319999999999996 -0.087074999999999986 -0.079004999999999978 -0.51931999999999989 -0.014944999999999998 -0.042499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 7 -5 10 -9 12 13 -8 -12 16 -16 -15 -17 -19 -20 21 22 -21 -24 -25 -26 -27 -28 29 -29
right_child=1 -3 3 6 5 -7 8 9 -10 -11 11 -13 -14 14 15 17 -18 18 19 20 -22 -23 23 24 25 26 27 28 -30 -31
leaf_value=6.1634290614165368e-05 -6.8669240095005078e-05 -1.0870514259987925e-06 -3.4681454748021102e-05 0.0001580208963147285 1.1190059218525846e-05 8.8703092254805745e-05 1.052718488331859e-05 1.2328091853726996e-06 -0.00016392610836192035 -8.3942258804555698e-05 6.1890179408475806e-05 9.5653881726320836e-05 -9.839492461954554e-05 -0.00010884507764352574 8.3434394517618269e-05 -8.3471748929814975e-05 1.2158841208373715e-05 -4.681156958746403e-05 7.6029957504943023e-05 -3.6870913001346811e-05 5.1555042938906069e-05 -6.8220052285581796e-05 -4.6964238054914424e-05 0.00010550505962783064 -6.0356229545094158e-05 -6.3749857091116371e-05 0.00016056494163422033 1.4058861802073194e-06 -3.0570615818500564e-05 8.8946588099740142e-05
leaf_weight=20 20 1841 33 27 118 39 23 41 20 23 21 21 21 21 28 23 27 29 25 53 22 31 27 24 31 27 20 385 56 24
leaf_count=20 20 1841 33 27 118 39 23 41 20 23 21 21 21 21 28 23 27 29 25 53 22 31 27 24 31 27 20 385 56 24
internal_value=0 -1.81335e-06 2.67829e-06 1.72739e-06 1.91335e-05 3.04449e-05 -1.42229e-06 2.62246e-05 -4.04571e-06 -2.9377e-05 -6.4038e-07 1.36631e-06 -4.14584e-05 -8.99177e-07 -2.44499e-06 -1.59151e-07 -4.07804e-05 -3.17153e-06 -7.22055e-07 1.12153e-06 -1.55378e-06 -3.27707e-06 -1.65428e-07 3.10964e-06 5.49411e-06 1.07374e-06 4.79313e-06 8.60893e-06 2.07318e-06 6.54275e-06
internal_weight=0 1861 1260 1240 190 157 1050 91 959 64 939 895 44 874 853 805 48 777 754 725 700 678 647 594 567 543 512 485 465 409
internal_count=3121 1861 1260 1240 190 157 1050 91 959 64 939 895 44 874 853 805 48 777 754 725 700 678 647 594 567 543 512 485 465 409
is_linear=0
shrinkage=0.1


Tree=4201
num_leaves=31
num_cat=0
split_feature=1203 16 1203 1200 1203 400 400 133 10 0 15 13 33 43 51 43 43 52 401 401 0 43 15 15 131 15 12 15 480 133
split_gain=1.99756e-06 6.38429e-06 2.8572e-06 2.70675e-06 1.94062e-06 1.79099e-06 2.09857e-06 1.7111e-06 1.67004e-06 1.40583e-05 1.50538e-05 6.89777e-06 3.60649e-06 1.71209e-06 1.02685e-05 4.88972e-06 1.01552e-05 9.90086e-06 5.3808e-06 4.14425e-06 3.64231e-06 6.21292e-06 2.84425e-06 9.17881e-06 7.39273e-06 2.53448e-05 4.24558e-06 8.79827e-06 2.74447e-06 2.92036e-06
threshold=0.091650000000000009 -0.074319999999999983 0.088730000000000017 0.084780000000000008 0.087075000000000014 0.12955000000000003 0.10782000000000001 -0.53082999999999991 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084740000000000024 0.081440000000000026 0.055925000000000009 0.05259500000000001 0.10744000000000002 -0.41128499999999996 -0.099524999999999988 -0.083554999999999977 0.062770000000000006 0.11461000000000002 0.11171000000000002 0.08956500000000002 0.11923500000000002 0.094225000000000017 0.17980000000000004 0.11303500000000001 -0.14757499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 6 7 -1 9 -9 -11 -12 -10 15 -15 16 18 20 -14 -20 -17 -22 23 28 25 -24 27 -27 29 -21
right_child=1 -3 -4 -5 -6 -7 -8 8 12 10 11 -13 13 14 -16 17 -18 -19 19 22 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=2.8844599285093864e-05 -3.0030869336108233e-05 5.9810857340420152e-05 -3.5490281057402335e-05 1.9032248936760565e-05 3.0935772156226451e-05 2.5814894168154122e-05 -2.9996214046453436e-05 -8.2309253831108043e-05 3.5693503040030399e-05 5.5784334992697244e-05 -1.7855228039619623e-06 -7.4018070613419702e-05 4.9398351674509206e-05 3.1645960002738896e-07 -5.6900261541318903e-05 3.8806970847612583e-05 -7.1382025780621916e-05 8.5561590822180733e-05 -4.4511429448556599e-05 -2.0768844518670451e-05 2.8139064233982936e-05 -4.8870753231643573e-05 0.00011253405766463123 -6.1049549473864322e-05 -2.6413769703342244e-05 -6.6294712864460467e-05 2.4156630388461053e-05 1.8212396207673012e-05 -3.1227225814031303e-05 9.1041745468272835e-07
leaf_weight=20 22 23 23 23 20 26 24 23 28 36 39 20 22 206 37 21 20 20 21 64 20 22 26 25 36 22 42 28 28 2134
leaf_count=20 22 23 23 23 20 26 24 23 28 36 39 20 22 206 37 21 20 20 21 64 20 22 26 25 36 22 42 28 28 2134
internal_value=0 1.69517e-05 -3.77571e-07 -4.95416e-06 -1.11039e-07 -3.1733e-07 -5.45023e-07 -3.0623e-07 -5.04535e-07 -1.21599e-05 4.82357e-06 -2.62711e-05 -1.7172e-08 -3.75046e-07 -8.39555e-06 3.88962e-07 -4.13923e-07 2.42627e-05 1.65882e-07 -2.80579e-07 4.80272e-06 -1.21994e-05 1.05636e-07 -7.93859e-07 1.32535e-05 2.53553e-05 7.17847e-07 -1.89707e-05 -1.17133e-07 2.79174e-07
internal_weight=0 68 3053 45 3030 3010 2984 2960 2940 118 95 59 2822 2794 243 2551 2468 83 2448 2426 63 42 2405 2251 154 118 92 50 2226 2198
internal_count=3121 68 3053 45 3030 3010 2984 2960 2940 118 95 59 2822 2794 243 2551 2468 83 2448 2426 63 42 2405 2251 154 118 92 50 2226 2198
is_linear=0
shrinkage=0.1


Tree=4202
num_leaves=31
num_cat=0
split_feature=1203 16 1185 1200 1203 1211 1213 15 1212 402 15 1211 1213 401 133 1210 403 1210 403 1185 1185 1212 4 2 13 1210 403 1210 160 1446
split_gain=1.61802e-06 5.17127e-06 2.51466e-06 2.19247e-06 1.65955e-06 1.60529e-06 2.81367e-06 4.29509e-06 3.67106e-06 2.6245e-06 5.02336e-06 4.20486e-06 2.97204e-06 2.81175e-06 7.24373e-06 3.41577e-06 2.5231e-06 4.60339e-06 4.69138e-06 1.78743e-06 3.92659e-06 2.6801e-06 1.40534e-05 1.87375e-05 1.03889e-05 6.82926e-06 7.2337e-06 4.18673e-06 3.86546e-06 7.71219e-06
threshold=0.091650000000000009 -0.074319999999999983 -0.093764999999999987 0.084780000000000008 0.087075000000000014 0.12711000000000003 0.18587500000000004 0.088990000000000014 0.13631000000000001 -0.46140499999999995 0.09006500000000002 0.091735000000000011 0.10675500000000002 -0.06959499999999999 0.51114000000000004 0.24726500000000004 -0.54856499999999986 -0.13847499999999999 -0.53255499999999989 0.08790000000000002 0.085905000000000009 0.086920000000000011 -0.081609999999999988 0.084715000000000013 -0.083894999999999983 -0.07692499999999998 -0.0051499999999999992 -0.011179999999999997 -0.54913999999999985 0.037915000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 8 -8 9 10 -4 12 13 -11 15 16 -15 -18 -19 20 21 25 23 -23 -24 26 -20 -27 29 -29
right_child=1 -3 4 -5 -6 -7 7 -9 -10 11 -12 -13 -14 14 -16 -17 17 18 19 -21 -22 22 24 -25 -26 27 -28 28 -30 -31
leaf_value=-3.3280572666705628e-05 -2.7027784347989258e-05 5.38297709009266e-05 -8.3478244877452123e-06 1.7129023241147439e-05 2.2562692265637452e-05 -2.5071445718192712e-05 -4.9063511555273594e-06 5.9123798121163421e-05 -4.3180124157515821e-05 3.0073221126561596e-05 6.0898286101291887e-05 -3.3164922293648344e-05 3.8308557307118463e-05 -2.5840204258341913e-05 -6.0671109895338308e-05 3.8974469382744502e-05 3.8091354906188624e-05 -4.378284292033641e-05 8.0018236440082552e-05 -2.1508928983120056e-05 4.4197716924827552e-05 -0.00010613960664065009 7.2117154362179778e-05 4.6513891086364404e-10 -1.4351523463340005e-05 -4.5823000691598286e-05 -2.0345622379820615e-06 -1.1138656176020353e-05 -4.474307689270528e-07 6.9895509493463851e-05
leaf_weight=23 22 23 22 23 32 26 22 20 20 30 20 39 20 39 20 22 31 25 22 39 20 29 24 39 33 20 21 24 2348 23
leaf_count=23 22 23 22 23 32 26 22 20 20 30 20 39 20 39 20 22 31 25 22 39 20 29 24 39 33 20 21 24 2348 23
internal_value=0 1.52565e-05 -3.398e-07 -4.45875e-06 -8.97542e-08 -3.31541e-07 -1.15109e-07 2.55842e-05 -4.83495e-07 -1.90047e-07 2.46265e-05 -5.5347e-07 -1.03895e-07 -3.77391e-07 -7.06113e-07 -2.71426e-07 -5.86885e-07 -2.21844e-07 -6.67179e-07 -2.59196e-07 5.91826e-08 -2.82579e-07 -1.45666e-05 -4.52652e-05 2.20563e-05 4.43823e-07 3.99459e-05 -2.59527e-07 1.20961e-07 2.85164e-05
internal_weight=0 68 3053 45 3030 2998 2972 42 2930 2910 42 2868 2829 2809 2779 2759 2737 2698 2667 2642 2603 2583 125 68 57 2458 43 2415 2395 47
internal_count=3121 68 3053 45 3030 2998 2972 42 2930 2910 42 2868 2829 2809 2779 2759 2737 2698 2667 2642 2603 2583 125 68 57 2458 43 2415 2395 47
is_linear=0
shrinkage=0.1


Tree=4203
num_leaves=31
num_cat=0
split_feature=393 132 403 1176 391 129 1373 43 1 150 2 49 1365 48 0 0 48 2 0 45 11 33 484 475 1375 49 133 484 159 160
split_gain=1.63224e-06 2.8817e-05 3.63019e-05 1.84047e-06 1.79723e-06 1.76992e-06 1.58627e-06 9.60713e-06 9.44726e-06 1.70152e-06 1.06804e-05 4.84028e-06 2.94121e-06 2.9211e-06 3.53108e-06 2.82662e-06 7.95607e-06 5.66327e-06 3.1523e-06 2.90532e-06 9.28903e-06 4.12781e-06 2.73535e-06 1.39493e-05 1.35242e-05 9.06701e-06 8.82863e-06 1.0424e-05 1.62737e-05 9.95752e-06
threshold=0.10585500000000002 -0.083284999999999984 -0.078754999999999978 0.086510000000000017 -1.0000000180025095e-35 0.11424000000000001 0.081220000000000014 -0.083684999999999996 0.092695000000000013 -0.088479999999999989 0.086950000000000013 0.0093850000000000027 0.085130000000000025 -0.11155999999999998 -0.24955499999999997 -0.20211999999999997 0.087555000000000008 0.086825000000000013 -0.15931499999999996 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.086430000000000021 -0.085684999999999997 -0.15308499999999997 0.11560500000000001 0.090445000000000011 0.090535000000000018 0.11084000000000001 -0.077609999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 9 -8 -9 10 -6 -12 13 -11 -15 16 17 -16 -17 20 -20 -22 24 -24 -23 26 27 -25 29 -29
right_child=1 2 -4 -5 5 -7 7 8 -10 12 11 -13 -14 14 15 18 -18 -19 19 -21 21 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=-2.6733047731725564e-05 0.00010017914380296134 5.5789886616929875e-05 -0.00013245891823316925 2.7247125096134069e-05 -4.9079902876201235e-05 -2.7962076780133193e-05 -6.1086015953800853e-05 6.3155806353842355e-05 -2.4914439764588364e-05 -3.3906419528648255e-05 6.0316853694744436e-05 4.1716730005906104e-06 -3.8361836400326867e-05 3.3456019536970416e-05 -7.9669865788838991e-05 2.3853859398003441e-05 2.7514676097780471e-05 -1.2871866795952276e-05 6.2319957813391138e-05 -3.5302559207712365e-05 -4.1460691655477906e-05 -7.398484561417718e-05 8.6315690929371743e-05 4.7725497538269544e-05 -3.2691479859249996e-08 -5.5225333881026017e-05 5.9765827437937945e-05 2.5996588017453458e-05 -9.59730367139855e-05 -4.0161808745844095e-05
leaf_weight=26 25 21 20 24 20 23 28 21 29 25 34 28 20 32 22 57 25 30 24 23 24 25 22 36 2283 24 30 65 20 35
leaf_count=26 25 21 20 24 20 23 28 21 29 25 34 28 20 32 22 57 25 30 24 23 24 25 22 36 2283 24 30 65 20 35
internal_value=0 1.55589e-05 -3.60388e-05 -3.36137e-07 -5.54546e-07 -3.28043e-07 -1.14904e-07 -1.41879e-05 1.20751e-05 2.6309e-07 1.44632e-05 3.4961e-05 -1.49528e-07 1.23222e-07 4.29574e-07 4.45667e-08 -1.88445e-05 -4.11326e-05 5.89716e-07 8.18429e-08 3.9631e-07 -1.83318e-07 2.06704e-07 1.05573e-05 -8.33733e-07 2.62066e-06 1.00847e-05 5.3059e-07 -1.36279e-05 2.84115e-06
internal_weight=0 66 41 3055 3031 3005 2982 78 50 2904 82 62 2822 2802 2777 2745 77 52 2668 2611 2588 2564 2540 232 2308 210 186 156 120 100
internal_count=3121 66 41 3055 3031 3005 2982 78 50 2904 82 62 2822 2802 2777 2745 77 52 2668 2611 2588 2564 2540 232 2308 210 186 156 120 100
is_linear=0
shrinkage=0.1


Tree=4204
num_leaves=31
num_cat=0
split_feature=11 132 132 393 2 0 0 4 12 1204 390 16 45 1454 12 2 43 43 1 1 3 1 4 43 2 15 3 1212 1210 13
split_gain=2.16865e-06 2.07994e-06 1.07922e-05 4.19775e-06 2.63377e-06 3.08148e-06 2.28165e-06 2.08828e-06 3.0879e-06 3.30689e-06 2.07132e-06 3.11963e-06 2.08362e-06 2.06926e-06 5.57663e-06 1.81518e-06 7.73435e-06 1.78793e-05 1.70264e-05 5.03861e-05 4.13447e-05 5.75761e-05 1.89898e-05 1.41277e-05 2.22192e-05 1.37967e-05 1.93068e-05 1.10656e-05 1.73813e-05 6.21406e-06
threshold=-0.072629999999999986 -0.083174999999999985 -0.050879999999999988 0.10781 0.10497000000000002 -0.097274999999999986 -0.091069999999999984 -0.068329999999999988 0.087145000000000014 -0.084344999999999989 0.087590000000000015 -0.086699999999999985 0.084355000000000013 0.10569000000000002 0.089085000000000011 0.08647500000000001 -0.0047449999999999992 -0.0019149999999999998 0.09202500000000001 0.094220000000000012 -0.014944999999999998 0.084785000000000013 -1.0000000180025095e-35 -0.0082299999999999995 0.084145000000000011 -0.099734999999999976 -0.077104999999999993 -0.088629999999999987 -0.0097899999999999984 -0.086134999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7 8 -8 -10 12 -12 13 15 -15 16 23 -18 20 -20 22 -22 27 -4 -25 29 -27 -19 -29 -21
right_child=1 2 10 -5 -6 6 7 -9 9 -11 11 -13 -14 14 -16 -17 17 18 19 25 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-3.202718310473886e-05 -4.5917513515243106e-05 6.3861913342946173e-05 9.0774892836892588e-07 -5.0570016570749105e-05 1.8767275189300284e-05 2.3227572963454202e-05 -3.0303857723386803e-05 -2.8792381894296651e-05 -1.2773810158250854e-05 3.8163768672697752e-05 5.086296155241144e-05 -4.9906736239790914e-06 2.0897370670132039e-05 -5.6186570509453305e-05 1.3449930599523689e-05 -2.0995874942295467e-06 9.9040085751767043e-05 5.7724953539609148e-05 0.00017977929514440154 1.4885578891083311e-06 1.3416828791378065e-05 -0.0002083970403708174 9.8808757077980161e-05 1.7524512222735212e-05 -0.00012810950746907938 -2.496480681822339e-05 0.00010021952375609544 -9.5044259545656621e-05 8.3525151441992628e-06 -7.2653558686397449e-05
leaf_weight=21 21 27 719 22 39 24 24 41 25 26 20 20 47 23 23 1625 24 27 21 26 25 22 24 20 22 22 28 21 72 20
leaf_count=21 21 27 719 22 39 24 24 41 25 26 20 20 47 23 23 1625 24 27 21 26 25 22 24 20 22 22 28 21 72 20
internal_value=0 2.16963e-07 9.36371e-07 -9.10942e-06 -4.54875e-06 -1.01967e-05 -4.83861e-06 -1.06454e-05 -7.25065e-07 1.31944e-05 3.40443e-07 2.29361e-05 1.89105e-08 -3.36114e-07 -2.13683e-05 1.98395e-08 3.17086e-06 1.59066e-05 9.4287e-06 3.94694e-05 -8.97319e-06 -9.04109e-05 1.76072e-05 -2.38534e-06 -5.876e-05 8.77659e-06 4.51384e-05 1.36688e-06 -1.49951e-05 -3.07471e-05
internal_weight=0 3100 2878 222 200 161 140 116 75 51 2851 40 2811 2764 46 2718 1093 332 308 117 191 47 144 761 42 96 50 120 93 46
internal_count=3121 3100 2878 222 200 161 140 116 75 51 2851 40 2811 2764 46 2718 1093 332 308 117 191 47 144 761 42 96 50 120 93 46
is_linear=0
shrinkage=0.1


Tree=4205
num_leaves=31
num_cat=0
split_feature=11 2 2 1375 49 2 399 1185 401 133 2 160 1213 13 403 50 12 2 475 403 2 1213 42 1213 1213 16 1455 403 483 13
split_gain=1.7566e-06 1.81492e-06 9.36535e-06 1.14074e-05 7.23352e-06 2.48632e-05 8.2678e-06 9.00521e-06 6.02104e-06 5.72933e-06 2.06648e-05 1.59527e-05 1.72673e-05 1.57943e-05 3.19901e-05 1.22529e-05 1.06592e-05 9.41021e-06 9.34232e-06 8.50745e-06 8.43728e-06 2.59801e-05 1.62751e-05 1.37189e-05 1.11e-05 1.05146e-05 9.89884e-06 7.24861e-06 7.85608e-06 7.17258e-06
threshold=-0.072629999999999986 0.087625000000000022 0.087505000000000013 -0.15308499999999997 0.08610000000000001 0.086375000000000021 0.091580000000000009 -0.014244999999999999 -0.46360499999999999 0.087720000000000006 0.085485000000000019 -0.025879999999999997 0.04198000000000001 -0.081659999999999996 -0.54448499999999989 0.089465000000000017 0.086095000000000019 0.085345000000000018 -0.017689999999999994 -0.083919999999999981 0.083995000000000014 -0.088159999999999974 0.086325000000000013 -0.0068949999999999992 0.065605000000000011 -0.015314999999999997 1.0000000180025095e-35 0.068400000000000002 0.085835000000000009 -0.0065549999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 -5 -9 17 11 -11 13 -13 -15 16 -16 20 -19 -20 26 -22 23 -23 25 -25 -10 28 29 -21
right_child=1 -3 -4 4 5 -7 -8 8 9 10 -12 12 -14 14 15 -17 -18 18 19 27 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.8824464884348258e-05 -6.650369547287483e-05 -2.0162922703595365e-06 6.9124622496019586e-05 -6.6684724079095768e-05 -1.5763423037312281e-07 0.00012283236961097414 5.215766688061488e-05 -5.0883100530799391e-05 1.3933613024826653e-06 8.6541819810008762e-05 8.5900810694915388e-05 7.9255080428689939e-05 -8.6300565180863492e-05 -0.00012100345658317175 2.3440463701263072e-05 6.5659887582114607e-05 -7.0197609766182715e-05 -6.4031842380245512e-05 -6.9005872605235459e-05 4.7648594655011378e-05 -6.2096106971850916e-05 -2.6317335390818442e-05 0.00011331812719827912 0.00012089967036585082 -4.5550351205747575e-06 2.8079145720213372e-05 -5.2586621071289613e-05 -4.2075232758520546e-05 -4.2028885956737909e-05 -1.5476395169066058e-05
leaf_weight=21 24 1689 21 20 65 22 31 22 603 20 36 24 24 21 31 32 20 40 21 54 29 35 26 26 25 23 36 32 21 27
leaf_count=21 24 1689 21 20 65 22 31 22 603 20 36 24 24 21 31 32 20 40 21 54 29 35 26 26 25 23 36 32 21 27
internal_value=0 1.95259e-07 2.84254e-06 1.84115e-06 3.04194e-06 3.09433e-05 1.14404e-06 -1.23125e-07 9.6094e-07 1.90669e-06 1.70044e-05 2.58425e-06 -8.4628e-06 6.13178e-06 -1.07428e-05 1.71544e-05 -1.32803e-05 -1.23994e-06 -2.09449e-05 -9.82565e-06 3.5452e-06 2.37787e-05 4.22259e-05 2.52682e-05 4.96667e-05 7.73309e-05 -1.64776e-06 -5.51139e-07 1.2476e-05 2.66069e-05
internal_weight=0 3100 1411 1390 1366 87 1279 1248 1228 1206 208 172 152 128 104 83 51 998 195 155 803 164 135 109 74 49 639 134 102 81
internal_count=3121 3100 1411 1390 1366 87 1279 1248 1228 1206 208 172 152 128 104 83 51 998 195 155 803 164 135 109 74 49 639 134 102 81
is_linear=0
shrinkage=0.1


Tree=4206
num_leaves=31
num_cat=0
split_feature=403 3 403 403 1210 1209 2 1209 132 393 43 1204 12 12 16 403 484 158 43 43 12 2 12 12 12 484 12 1 0 12
split_gain=1.8931e-06 1.48506e-05 4.60998e-06 5.8787e-06 3.82621e-06 2.56033e-06 9.46404e-06 4.44722e-06 1.7854e-06 1.06396e-05 3.43274e-06 3.60891e-06 2.09707e-06 5.08671e-06 8.73345e-06 4.83458e-06 4.65701e-06 1.00033e-05 5.02371e-06 7.83311e-06 4.62598e-06 1.6222e-05 1.06014e-05 1.62105e-05 7.77305e-06 1.96674e-05 1.62333e-05 1.43188e-05 2.11073e-05 7.23524e-06
threshold=-0.5492149999999999 -0.085784999999999986 -0.5425549999999999 -0.5335399999999999 -0.3960249999999999 -0.084629999999999997 0.084715000000000013 -0.065739999999999979 -0.083174999999999985 0.10159000000000001 -0.010739999999999998 -0.016569999999999994 0.10193000000000001 0.099815000000000015 0.25084500000000004 -0.34918499999999997 0.090535000000000018 0.083490000000000023 -0.45785999999999999 -0.25681499999999996 0.097575000000000009 0.097385000000000013 0.096990000000000007 0.096525000000000014 0.094580000000000011 -0.073334999999999984 0.095175000000000023 0.094090000000000021 -0.074824999999999989 0.09364500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 -6 -7 10 12 11 -9 13 20 -15 -14 17 18 -17 -20 22 -22 23 24 29 -26 -27 28 -28 -10
right_child=2 -3 3 4 5 7 -8 8 9 -11 -12 -13 15 14 -16 16 -18 -19 19 -21 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=8.2239219442602595e-05 -4.8186303591251093e-05 -2.3203294658207384e-05 5.4018821010686231e-05 -4.2912387133193468e-05 -1.9302817175533471e-05 -4.2436845233169153e-05 7.2621261538837904e-05 -6.2327014265148065e-05 -9.0852882159140349e-07 5.4625417442366603e-05 -2.4217694834243794e-06 -5.6745336105054976e-06 5.2884260350600186e-05 -6.8046294510513069e-05 1.7850494041340427e-05 4.8071325181808788e-05 -4.1091743536353103e-05 5.842782563430613e-05 -5.8116421132581313e-05 2.6829749009462349e-06 -1.5581598466290649e-05 7.9315404705524893e-05 -6.1308925119349104e-05 7.9616662198532138e-05 6.1736969151256337e-05 -0.00011270378570770844 3.0201114394339644e-06 1.8830322468685073e-05 -0.00013744592259172351 3.3248208683289708e-05
leaf_weight=22 20 34 20 21 24 25 21 22 2000 36 176 23 22 29 20 20 21 34 24 181 43 31 29 25 22 25 23 44 20 64
leaf_count=22 20 34 20 21 24 25 21 22 2000 36 176 23 22 29 20 20 21 34 24 181 43 31 29 25 22 25 23 44 20 64
internal_value=0 1.82206e-05 -3.32899e-07 -1.85906e-08 -3.75863e-07 -7.85035e-08 2.35951e-05 -4.38528e-07 -8.06688e-08 6.2339e-07 -8.72371e-06 -3.33713e-05 -1.02823e-07 -1.10088e-06 -3.29864e-05 7.74611e-06 4.19954e-06 7.8718e-06 2.32226e-07 -4.435e-06 -4.2917e-07 2.41726e-05 -1.23757e-06 -4.53918e-07 -1.36464e-06 -2.47038e-05 -4.16832e-05 -2.1275e-05 -6.23129e-05 1.50595e-07
internal_weight=0 56 3065 3045 3025 3004 45 2959 2934 2713 221 45 2677 2375 49 302 280 259 225 205 2326 74 2252 2223 2198 134 112 87 43 2064
internal_count=3121 56 3065 3045 3025 3004 45 2959 2934 2713 221 45 2677 2375 49 302 280 259 225 205 2326 74 2252 2223 2198 134 112 87 43 2064
is_linear=0
shrinkage=0.1


Tree=4207
num_leaves=31
num_cat=0
split_feature=1209 142 11 147 147 45 1429 1426 1348 147 3 104 34 9 9 2 39 43 1428 473 472 2 1452 1455 482 1456 482 52 120 482
split_gain=1.55527e-06 1.50656e-06 5.91169e-06 1.94288e-06 3.36986e-06 1.89872e-06 3.12168e-06 7.98937e-06 2.83309e-06 2.27271e-06 3.38651e-06 2.35534e-06 3.23481e-06 1.27127e-05 8.1335e-06 3.91815e-06 1.31105e-05 2.85774e-06 1.89191e-06 5.37781e-06 3.30848e-06 6.27066e-06 2.844e-06 2.16876e-06 6.75002e-06 4.94162e-06 6.19506e-06 2.23241e-05 7.41421e-06 7.16126e-06
threshold=-0.14444499999999996 -0.057499999999999989 -0.014494999999999999 0.099730000000000027 0.093875000000000014 0.084355000000000013 -0.23752499999999996 -0.089244999999999977 0.085630000000000012 0.08845500000000002 -0.083924999999999986 0.079665000000000014 -0.057544999999999992 -0.074254999999999988 0.091600000000000015 -1.0000000180025095e-35 0.085530000000000009 -0.084004999999999982 -0.071779999999999997 -1.0000000180025095e-35 -0.082054999999999975 0.087505000000000013 -0.073879999999999987 -0.24112999999999998 0.11614500000000001 -0.16825499999999996 0.090355000000000005 0.12445000000000002 1.0000000180025095e-35 0.096745000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 9 11 -11 12 13 17 15 16 -14 -9 -17 -20 21 -21 -22 -24 25 -25 28 29 -27 -28
right_child=1 2 3 -5 -6 -7 7 8 -10 10 -12 -13 14 -15 -16 18 -18 -19 19 20 22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=2.7796612848760559e-05 2.4778221965486111e-05 -5.2025846757301636e-05 -3.9643380514462482e-05 2.3091974182736724e-05 -3.6123406537696539e-05 2.0895944465147023e-05 6.1457595629257238e-05 1.7185653155138426e-05 -3.0514209714554807e-05 5.1366252072122218e-05 -5.4250403471607047e-06 -3.3056063098642464e-05 8.6075351178546304e-05 8.6070784354454929e-05 -4.6688838004851469e-05 -2.9134896431060044e-05 -2.5666184055375024e-05 -3.1614407104522496e-05 5.1328171175555325e-05 1.9676127321872628e-05 3.3359737615683116e-05 -5.0516107283848609e-05 3.0034056417998329e-05 -3.9278828307942606e-05 -4.7188010155936824e-05 -7.2138863522707341e-08 3.2882812694879249e-05 0.00010833610529819756 -5.481901517487132e-05 -3.9051782310238084e-05
leaf_weight=20 24 22 20 36 26 43 21 24 31 21 21 22 21 21 38 23 21 24 20 20 25 35 23 32 31 2351 25 24 25 31
leaf_count=20 24 22 20 36 26 43 21 24 31 21 21 22 21 21 38 23 21 24 20 20 25 35 23 32 31 2351 25 24 25 31
internal_value=0 -1.79269e-07 -3.73933e-07 -1.97124e-09 -2.77354e-07 3.40379e-08 -2.70051e-07 -1.291e-09 -4.44961e-07 -1.21074e-07 2.29706e-05 -4.63053e-07 -2.08239e-07 2.11768e-05 -7.45785e-07 -1.00851e-07 3.02046e-05 -7.21438e-06 -5.7846e-07 -3.29862e-07 -7.23897e-07 -2.49917e-05 -2.03941e-07 -5.34032e-07 -8.13137e-07 -2.35315e-07 2.73395e-07 2.76441e-05 -6.48179e-07 -6.93812e-06
internal_weight=0 3101 3077 3055 3019 2993 2950 2930 2909 2878 42 2836 2814 69 2745 2707 42 48 2665 2642 2622 55 2567 2542 2519 2488 2456 80 2376 56
internal_count=3121 3101 3077 3055 3019 2993 2950 2930 2909 2878 42 2836 2814 69 2745 2707 42 48 2665 2642 2622 55 2567 2542 2519 2488 2456 80 2376 56
is_linear=0
shrinkage=0.1


Tree=4208
num_leaves=31
num_cat=0
split_feature=448 0 1 121 154 157 1429 9 9 34 10 10 12 157 0 12 12 12 2 13 43 0 12 0 16 2 16 2 0 0
split_gain=1.64032e-06 4.86885e-06 1.63551e-06 5.79114e-06 2.82531e-06 3.46002e-06 4.46141e-06 2.13751e-06 5.88709e-06 3.27982e-06 3.0108e-06 2.78156e-06 1.97839e-06 1.06955e-05 8.08632e-06 1.22574e-05 5.2287e-06 1.79728e-05 1.28103e-05 1.76585e-05 7.83846e-06 7.11124e-06 5.6501e-06 6.09578e-06 4.88616e-06 1.28743e-05 6.28943e-06 4.71794e-06 3.94128e-06 1.34129e-05
threshold=0.068920000000000023 -0.26343999999999995 0.16540500000000002 -0.094339999999999993 0.084190000000000001 0.63604500000000008 0.11475 0.092890000000000014 0.088235000000000022 -0.097449999999999981 0.09820000000000001 1.0000000180025095e-35 0.099815000000000015 -0.04831499999999999 0.12113000000000002 0.10149500000000002 0.096525000000000014 0.096830000000000013 0.097605000000000011 -0.069964999999999986 -1.0000000180025095e-35 -0.072594999999999979 0.095565000000000011 -0.072594999999999979 0.62682500000000008 0.11067500000000001 0.5136400000000001 0.092365000000000017 -0.075934999999999989 -0.068189999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 9 -5 -9 12 16 -14 15 -15 22 -18 19 -19 -20 -21 24 27 26 -26 -11 -24 -17 -30
right_child=-2 2 -4 4 -6 -7 -8 10 -10 11 -12 -13 13 14 -16 28 17 18 20 21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=3.8390216019307087e-05 -2.8546567773446443e-05 -4.937618752289078e-05 2.3831003639835608e-05 3.7228343365353325e-05 3.3418600301956762e-05 -4.1793015843722972e-05 3.4447679005294249e-05 4.9983450480795e-05 -4.7296588255213234e-05 4.5144173278469895e-07 -3.6257543714865195e-06 -3.3244969885205279e-05 -6.4449776764377028e-05 -6.1059590310226982e-05 5.7949306652257552e-05 -1.2282296452394805e-05 0.00010730050380516332 -9.942364933002474e-05 5.1452852425254178e-08 4.7280885701184162e-05 8.2924730551894757e-05 -3.165453087084253e-05 -3.2634495651316024e-05 -5.6345935897568147e-05 2.2556710900971668e-05 -9.0908156835212139e-05 4.5815372211490607e-05 3.4473533460186446e-05 6.8144759257627422e-05 -3.7157909932680985e-06
leaf_weight=33 20 24 28 23 25 20 37 20 27 2166 22 26 30 36 21 125 20 21 21 25 25 21 22 37 20 20 31 20 33 122
leaf_count=33 20 24 28 23 25 20 37 20 27 2166 22 26 30 36 21 125 20 21 21 25 25 21 22 37 20 20 31 20 33 122
internal_value=0 1.841e-07 -2.26852e-07 -4.48438e-07 -5.90921e-08 -3.38912e-07 -5.98541e-08 -4.95021e-07 -8.20295e-07 -3.82298e-07 2.19024e-05 -6.86677e-07 -3.86068e-07 -7.23308e-06 -2.1396e-06 -6.13285e-06 6.40005e-07 1.99217e-05 4.45645e-06 -2.34421e-05 4.50913e-05 1.12452e-05 -4.67279e-07 -2.67505e-05 4.60917e-07 -3.41757e-05 1.09153e-06 -6.78291e-07 9.29155e-07 1.15836e-05
internal_weight=0 3101 3068 3040 3016 2991 2971 2934 2892 2865 42 2842 2816 367 337 316 2449 133 113 67 46 46 2316 79 2237 40 2197 42 280 155
internal_count=3121 3101 3068 3040 3016 2991 2971 2934 2892 2865 42 2842 2816 367 337 316 2449 133 113 67 46 46 2316 79 2237 40 2197 42 280 155
is_linear=0
shrinkage=0.1


Tree=4209
num_leaves=31
num_cat=0
split_feature=130 40 42 403 4 402 1210 1212 1213 1210 4 42 1210 4 1209 42 1210 16 15 132 400 15 16 479 1 16 401 4 16 0
split_gain=1.61705e-06 2.84535e-06 2.39999e-06 2.03471e-06 1.44079e-05 1.6519e-05 4.95503e-06 1.90033e-06 2.00398e-06 5.953e-06 4.99251e-06 4.89447e-06 2.18976e-06 8.78824e-06 7.95514e-06 1.06775e-05 3.20573e-06 7.51951e-06 1.99538e-06 1.80088e-05 2.68885e-05 6.73169e-06 5.42111e-06 1.50377e-05 7.7542e-06 1.59422e-05 2.60481e-05 1.13858e-05 5.57885e-06 6.10853e-06
threshold=-0.23123999999999997 -0.24290999999999999 0.15021500000000002 -0.53960999999999981 -0.085594999999999991 -0.035114999999999993 -0.3960249999999999 -0.50120999999999993 -0.21306999999999995 -0.094799999999999982 -0.078439999999999996 0.093505000000000019 -0.079504999999999978 -0.082349999999999993 -0.069599999999999981 0.084755000000000011 -1.0000000180025095e-35 -0.079734999999999986 0.089165000000000008 -0.083284999999999984 -1.0000000180025095e-35 0.088495000000000018 -0.040964999999999994 0.10061500000000002 0.092945000000000014 -0.073404999999999984 -1.0000000180025095e-35 -0.076229999999999978 -0.08595499999999999 -0.080869999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -5 -8 10 -10 -9 -12 13 -11 15 -14 17 -16 21 -20 -21 -18 24 -24 25 28 -27 -26 29 -22
right_child=1 2 -4 6 5 -7 7 8 9 12 11 -13 14 -15 16 -17 18 -19 19 20 22 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=2.6417474082731844e-05 -3.7792518164678767e-05 -5.5357466910555519e-05 2.8680049543818944e-05 -4.7927622885750185e-05 -5.1383738371607089e-06 0.00010262695884375718 2.7160699690284672e-05 9.9697615251688373e-06 5.1733993363582568e-05 -5.3581321700381958e-05 -7.0899328088473896e-05 -3.2586461747996512e-06 -7.4573052370396911e-06 2.0676284329965713e-05 2.0629191021726003e-05 9.5874695871316377e-05 -7.6461848637777869e-07 -5.0868685110273012e-05 7.1707926613989433e-05 -0.00011046617007758912 7.1807295282852926e-06 -4.4977858196944003e-05 3.0805324954398924e-06 -8.6026078081756304e-05 4.2073587662473861e-05 2.1210892919043543e-06 0.00016351546750229321 -5.2118049969370389e-05 -2.1872316890374737e-05 7.0909664771620775e-05
leaf_weight=23 20 21 29 22 33 25 25 39 22 34 23 20 20 30 24 20 2139 38 38 21 53 35 193 21 21 20 20 33 38 21
leaf_count=23 20 21 29 22 33 25 25 39 22 34 23 20 20 30 24 20 2139 38 38 21 53 35 193 21 21 20 20 33 38 21
internal_value=0 -1.96116e-07 4.81749e-08 -2.24152e-07 1.56152e-05 4.13122e-05 -6.45468e-07 -2.92616e-07 -5.2742e-07 -8.25811e-08 -1.59395e-05 -3.94385e-05 -4.86967e-07 -1.87731e-05 -6.21722e-08 4.42087e-05 -7.14413e-07 -2.31921e-05 -1.89115e-07 5.65349e-06 -3.82767e-08 -1.47642e-06 5.48312e-06 -5.66357e-06 1.70627e-05 2.86267e-05 8.28183e-05 -1.5488e-05 9.27262e-06 2.5266e-05
internal_weight=0 3098 3078 3049 79 58 2970 2948 2923 2841 82 43 2819 64 2755 40 2715 62 2653 479 441 2174 420 214 206 152 40 54 112 74
internal_count=3121 3098 3078 3049 79 58 2970 2948 2923 2841 82 43 2819 64 2755 40 2715 62 2653 479 441 2174 420 214 206 152 40 54 112 74
is_linear=0
shrinkage=0.1


Tree=4210
num_leaves=31
num_cat=0
split_feature=132 394 1203 1 121 50 133 0 43 157 1456 52 1456 13 3 42 1456 0 42 1420 157 1420 1429 157 157 156 157 13 1372 1
split_gain=1.60248e-06 8.82581e-06 4.89822e-06 1.70512e-06 4.7718e-06 2.16534e-06 1.0478e-05 9.52045e-06 2.85391e-06 2.80105e-06 2.321e-06 5.86868e-06 2.89439e-06 1.19065e-05 2.31144e-05 8.55255e-06 3.41983e-06 1.65985e-05 1.11488e-05 3.07211e-06 3.04373e-06 2.77204e-06 2.57641e-06 9.71132e-06 1.86227e-05 1.53971e-05 4.09042e-06 2.37286e-05 1.27198e-05 1.0553e-05
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.16540500000000002 -0.094339999999999993 -0.099524999999999988 0.090665000000000009 -0.067094999999999988 -0.064334999999999989 0.63604500000000008 0.10959500000000001 -0.034054999999999995 0.086175000000000015 -0.085744999999999988 -0.085784999999999986 0.085345000000000018 0.081770000000000023 -0.087414999999999979 0.084435000000000024 -0.085404999999999995 -0.50331999999999988 -0.079539999999999986 -0.0079199999999999982 -0.0045449999999999996 -0.04831499999999999 0.093155000000000002 -0.087424999999999989 -0.085384999999999975 -0.087494999999999976 0.10022000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 7 -6 -9 10 12 -12 16 15 -15 -14 19 18 -18 -7 -21 -22 23 24 25 -23 27 -24 -28 -29
right_child=1 -3 -4 -5 5 9 -8 8 -10 -11 11 -13 13 14 -16 -17 17 -19 -20 20 21 22 26 -25 -26 -27 28 29 -30 -31
leaf_value=-3.4995149112361029e-06 -4.4493247211600348e-05 6.3715799615238208e-05 -5.5451607940995026e-05 2.6138972090848256e-05 -4.4910037811080529e-05 3.5917091342222802e-05 6.0183726568271493e-05 5.3133126239117705e-05 3.5089760785922408e-07 -3.7556476017925893e-05 1.4408941371419298e-05 -5.783495030102685e-05 2.142173166898179e-05 0.00012426632800903147 -4.0707081198989833e-06 -6.8829522691279041e-05 -3.6569024225519528e-05 -9.3351207024997251e-05 6.7754279752989534e-05 -3.6242339600626703e-05 -3.5030643696452242e-05 6.2114626150235253e-05 -0.00011382288482439304 -3.8421720641370325e-05 0.00011466339773115969 -5.6318242960791716e-05 8.0205804952129266e-05 -1.8415220349399736e-05 1.0038328870620052e-07 6.8886688859493011e-05
leaf_weight=196 24 22 20 25 35 24 34 20 21 20 22 23 21 23 36 21 21 22 20 23 22 21 21 23 21 23 20 45 2232 20
leaf_count=196 24 22 20 25 35 24 34 20 21 20 22 23 21 23 36 21 21 22 20 23 22 21 21 23 21 23 20 45 2232 20
internal_value=0 6.17873e-07 -8.30989e-06 1.36377e-07 -9.10778e-08 2.84946e-07 1.40402e-05 -6.60289e-06 2.60983e-05 -2.70517e-07 5.26637e-09 -2.25157e-05 3.86404e-07 1.69903e-05 4.5959e-05 -2.37039e-05 -2.69183e-07 -2.32792e-05 1.43204e-05 3.11832e-07 -3.39898e-08 3.06203e-07 6.26653e-07 1.74241e-05 3.71849e-05 2.06535e-07 -5.58602e-09 -2.14097e-05 8.11799e-07 8.44691e-06
internal_weight=0 2905 216 2883 2858 2834 110 76 41 2724 2704 45 2659 101 59 42 2558 63 41 2495 2471 2448 2426 88 65 44 2338 86 2252 65
internal_count=3121 2905 216 2883 2858 2834 110 76 41 2724 2704 45 2659 101 59 42 2558 63 41 2495 2471 2448 2426 88 65 44 2338 86 2252 65
is_linear=0
shrinkage=0.1


Tree=4211
num_leaves=31
num_cat=0
split_feature=42 52 52 3 42 133 1210 133 43 42 13 12 133 12 15 4 52 481 403 4 1 12 13 15 1209 1209 52 2 0 52
split_gain=1.64133e-06 1.9644e-06 4.82501e-06 1.54805e-05 8.91247e-06 5.09777e-06 4.99878e-06 4.97932e-06 9.9537e-06 1.7424e-05 2.15005e-05 1.0386e-05 8.26024e-06 5.69186e-06 1.45361e-05 1.03454e-05 7.22789e-06 6.27469e-06 9.55097e-06 5.8516e-06 4.81424e-06 9.66171e-06 6.64006e-06 4.6213e-06 4.24843e-06 4.49739e-06 4.35999e-06 1.14622e-05 1.10931e-05 6.06147e-06
threshold=0.22070000000000004 0.091275000000000009 0.10160000000000001 -0.070649999999999977 0.088795000000000013 -0.012979999999999998 -0.05860499999999999 0.09112000000000002 0.055925000000000009 0.090395000000000017 -0.07965499999999999 0.089625000000000024 0.088820000000000024 0.094225000000000017 0.11601500000000002 -0.068329999999999988 0.5140450000000002 -0.081539999999999987 -0.073254999999999987 -0.049534999999999989 0.099660000000000012 1.0000000180025095e-35 -0.072309999999999985 0.096455000000000013 -0.087714999999999987 -0.074484999999999982 0.088185000000000013 0.088930000000000023 -0.085134999999999975 0.087765000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 4 5 -3 -4 12 9 11 -11 -9 13 14 17 -15 19 -8 -19 -17 21 -20 -22 -12 -1 -26 29 28 -28 -27
right_child=-2 2 6 -5 -6 -7 7 8 -10 10 23 -13 -14 15 -16 16 -18 18 20 -21 22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=3.3911716738470997e-05 2.7217616967721951e-05 -1.085498632164672e-05 4.0006781117491689e-05 -0.00010360083229898009 -5.2404295519377702e-05 4.6391323953035421e-05 3.5960931406431909e-05 -2.9829564431565816e-05 3.6077093304980001e-05 -0.00014447077172173356 -5.8739934971185903e-05 6.2267667241637056e-05 5.5829254834962848e-05 7.5928215968209173e-05 -8.5120307029801958e-05 -5.6600025626804302e-05 5.2866638292297948e-05 -7.4437240982661024e-05 -6.4826010980298111e-05 6.5642539663134489e-06 -4.8376169761468194e-06 1.3692285066376233e-06 5.530958843682411e-05 1.0597822316477894e-06 -3.7836850124222112e-05 8.1604453852207732e-07 5.6748259521555158e-05 8.7529082070215663e-05 -3.3870418301376053e-05 -5.4483067042383479e-05
leaf_weight=39 22 35 28 20 29 28 37 25 27 22 24 24 27 24 23 22 21 20 29 44 50 92 29 28 30 2224 22 21 35 20
leaf_count=39 22 35 28 20 29 28 37 25 27 22 24 24 27 24 23 22 21 20 29 44 50 92 29 28 30 2224 22 21 35 20
internal_value=0 -1.93212e-07 -4.81998e-06 -2.38635e-05 -6.52926e-06 1.45878e-05 -1.24134e-06 -3.2747e-06 -1.89045e-05 -3.09736e-05 -6.16006e-05 1.52793e-05 2.33409e-06 -1.35995e-06 -8.95659e-06 1.78027e-05 1.76812e-06 -2.14038e-06 -8.54833e-06 -1.44905e-05 -1.95944e-06 -1.44957e-05 1.72417e-05 -2.65401e-05 1.17682e-06 6.34024e-07 1.13106e-06 2.43732e-05 1.10521e-06 3.23183e-07
internal_weight=0 3099 708 112 92 63 596 568 150 123 74 49 418 391 280 111 87 257 220 66 200 121 79 52 2391 2352 2322 78 57 2244
internal_count=3121 3099 708 112 92 63 596 568 150 123 74 49 418 391 280 111 87 257 220 66 200 121 79 52 2391 2352 2322 78 57 2244
is_linear=0
shrinkage=0.1


Tree=4212
num_leaves=31
num_cat=0
split_feature=2 399 1185 1209 1209 42 42 2 1213 42 403 42 160 160 480 1446 159 2 160 47 0 15 52 47 52 12 1213 1 16 12
split_gain=1.52842e-06 7.67936e-06 7.63515e-06 7.41345e-06 5.45941e-06 2.01891e-05 6.87469e-06 2.59367e-05 1.7683e-05 1.3458e-05 1.26088e-05 1.19281e-05 1.35361e-05 1.24043e-05 8.34523e-06 1.75092e-05 1.18109e-05 7.92472e-06 6.37144e-06 7.24803e-06 3.57521e-05 1.7314e-05 1.22021e-05 1.41071e-05 7.23128e-06 6.80904e-06 1.47865e-05 1.33478e-05 3.85026e-05 1.20001e-05
threshold=0.08622500000000001 0.091580000000000009 -0.014244999999999999 -0.080689999999999984 -0.077594999999999983 0.089905000000000013 0.088295000000000012 0.083715000000000026 0.04198000000000001 0.087825000000000014 -0.52336499999999997 0.090395000000000017 -0.087694999999999981 -0.4136149999999999 0.086930000000000021 0.083530000000000007 -0.025879999999999997 0.085955000000000018 0.10908000000000002 0.092165000000000011 -0.10224499999999999 -0.10324499999999999 -0.21968999999999997 0.080455000000000013 -0.081429999999999989 0.085250000000000006 -0.088159999999999974 0.091535000000000019 -0.014034999999999997 0.084595000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -4 9 8 10 14 -8 12 -12 -13 15 17 -17 18 19 22 -21 -22 -6 24 -24 27 -27 28 29 -26
right_child=3 -3 4 -5 6 -7 7 -9 -10 -11 11 13 -14 -15 -16 16 -18 -19 -20 20 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-5.9739922671724348e-05 -5.6998067255638801e-05 5.3607726426732898e-05 -1.2470282339823566e-05 -1.0658577643134758e-06 8.4895662448183256e-05 0.00011347748535627035 -8.3551868489112604e-05 -0.00010659783964071652 8.8280879463127352e-05 8.010371335937331e-05 -0.00010674617402574292 8.305915442178957e-05 -9.8522880010853484e-06 4.6138550624164059e-07 5.3160047746408077e-05 -0.00011341223579663728 -1.0721115177148022e-05 6.7812977304129165e-05 -5.0281044033389275e-05 -0.00012502110228590862 7.717282370711994e-05 -2.6460579660555308e-05 -2.3012782996160885e-05 8.3625816351622748e-05 -4.5164385595205817e-06 -6.8656359595981235e-05 7.6101858566801742e-06 -2.164366869288238e-05 0.0001651707973949323 7.5757331447675824e-05
leaf_weight=20 24 29 35 1878 21 20 21 26 20 24 21 20 46 200 33 21 24 20 21 24 28 38 85 23 73 29 206 45 21 25
leaf_count=20 24 29 35 1878 21 20 21 26 20 24 21 20 46 200 33 21 24 20 21 24 28 38 85 23 73 29 206 45 21 25
internal_value=0 2.76425e-06 1.5252e-06 -1.77163e-06 2.57247e-06 3.33289e-05 1.05534e-06 -1.04574e-05 -2.83654e-06 6.41081e-06 -8.75326e-06 -3.28019e-06 -4.0222e-05 7.97027e-06 4.01105e-06 1.70719e-06 -5.86436e-05 5.82826e-06 3.88821e-06 5.72891e-06 -2.05019e-05 1.75051e-05 1.02001e-05 7.10617e-06 3.4699e-06 9.11158e-06 -1.80143e-06 2.47491e-05 4.22926e-05 1.59616e-05
internal_weight=0 1219 1190 1902 1170 55 1115 354 328 761 308 287 67 220 737 704 45 659 639 618 90 66 528 507 484 399 235 164 119 98
internal_count=3121 1219 1190 1902 1170 55 1115 354 328 761 308 287 67 220 737 704 45 659 639 618 90 66 528 507 484 399 235 164 119 98
is_linear=0
shrinkage=0.1


Tree=4213
num_leaves=31
num_cat=0
split_feature=132 393 15 1203 50 403 42 403 403 403 1209 43 401 0 4 133 1210 1204 1212 52 1210 13 1212 131 482 483 482 482 1 482
split_gain=1.40673e-06 8.53249e-06 3.74777e-06 3.07474e-06 7.05656e-06 1.57136e-06 8.77569e-06 3.82321e-06 3.79699e-06 4.62106e-06 1.87189e-06 1.4572e-05 2.13318e-06 7.87323e-06 6.45287e-06 4.31397e-06 4.04083e-06 1.69036e-06 1.84601e-06 1.20428e-05 1.14315e-05 1.13827e-05 2.92925e-06 1.89367e-06 5.20433e-06 3.82395e-06 2.48341e-06 3.73913e-06 1.4863e-05 1.02367e-05
threshold=-0.083174999999999985 0.12069000000000002 0.092400000000000024 0.089165000000000008 0.10022000000000002 -0.5492149999999999 0.091205000000000008 -0.5425549999999999 -0.5335399999999999 -0.52800499999999995 -0.069599999999999981 -0.0047449999999999992 -1.0000000180025095e-35 -0.072594999999999979 -0.077834999999999988 0.50628500000000021 0.094410000000000008 -0.082274999999999987 -0.089544999999999986 0.086275000000000004 -0.14310999999999999 -0.090204999999999994 -0.009474999999999999 0.11863000000000001 0.12191 0.12325000000000001 0.11434500000000002 0.098465000000000011 0.16540500000000002 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 6 -2 -7 -9 -10 11 -11 13 14 -12 16 17 -14 19 21 -20 -19 -22 24 25 26 27 28 29 -24
right_child=1 -3 -4 -5 -6 7 -8 8 9 10 12 -13 15 -15 -16 -17 -18 18 20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.5980613013269892e-07 -2.1588334500308892e-05 6.4098571428552366e-05 -4.41450743819587e-05 3.2191997400910951e-05 -6.3375108420586916e-05 -4.3756753366324124e-05 6.151879424578511e-05 4.3536864195630189e-05 -4.6923362900824508e-05 -3.0959913143807828e-05 -2.3855242436963769e-05 7.1127505806442871e-05 2.4644406175866609e-05 -5.3126343353891142e-05 4.680797531667243e-05 3.5170782144372683e-05 -4.1015631480452916e-05 9.855463651381963e-05 -7.5871277695114265e-05 -3.2941457921504699e-05 3.2199307783490183e-05 6.2410339162798824e-06 4.0517649197745708e-07 -2.4888698634083175e-05 4.8399183056476019e-05 -3.8603085417540015e-05 3.3399833707583388e-05 -2.8582372048098796e-05 8.2009824853395745e-05 -4.6763729894211524e-05
leaf_weight=155 27 21 25 22 20 20 24 20 21 29 28 27 28 34 24 35 24 22 20 34 28 34 2183 31 22 26 22 46 22 47
leaf_count=155 27 21 25 22 20 20 24 20 21 29 28 27 28 34 24 35 24 22 20 34 28 34 2183 31 22 26 22 46 22 47
internal_value=0 5.87503e-07 -7.67196e-06 -3.04339e-06 -7.47298e-06 1.24079e-07 1.75209e-05 -1.89765e-07 1.20652e-07 -1.90911e-07 1.63891e-07 1.82608e-05 -2.10067e-07 -1.57076e-05 8.75855e-06 2.97854e-07 -1.73584e-07 2.08564e-07 -6.11261e-08 1.40043e-05 -5.78449e-07 4.25071e-05 4.20112e-08 -3.33314e-07 -1.18538e-08 -4.65836e-07 -3.84361e-08 -3.58559e-07 2.17949e-07 -5.88966e-07
internal_weight=0 2899 222 197 175 2878 51 2827 2807 2787 2766 56 2710 86 52 2624 2589 2565 2537 90 2447 56 2427 2399 2368 2346 2320 2298 2252 2230
internal_count=3121 2899 222 197 175 2878 51 2827 2807 2787 2766 56 2710 86 52 2624 2589 2565 2537 90 2447 56 2427 2399 2368 2346 2320 2298 2252 2230
is_linear=0
shrinkage=0.1


Tree=4214
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 1204 133 4 399 3 1213 42 2 130 1 9 10 2 2 2 16 3 3 2 160 1 4 52 16 51
split_gain=1.55984e-06 4.90989e-05 2.36155e-05 8.68507e-06 2.30414e-06 2.10447e-06 1.86227e-06 5.64262e-06 2.10208e-06 1.77334e-06 1.73892e-06 3.33673e-06 1.9452e-06 1.62646e-06 2.90249e-06 1.53886e-06 5.68325e-06 1.4583e-05 3.71626e-06 2.40296e-06 1.735e-06 1.67106e-06 1.14047e-05 4.24448e-06 1.03356e-05 1.30861e-05 7.00301e-05 2.3349e-05 1.8116e-05 6.96585e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11527000000000001 -0.082274999999999987 -0.37971999999999995 -0.00059999999999999995 0.084750000000000006 -0.087614999999999985 1.0000000180025095e-35 -0.015274999999999999 0.085235000000000019 -0.23123999999999997 0.16540500000000002 0.092890000000000014 0.053330000000000009 -0.15339499999999998 -0.090999999999999984 -0.033169999999999991 -0.4179199999999999 -0.042499999999999989 -0.053259999999999995 0.092480000000000021 -0.046074999999999991 0.094220000000000012 0.0049200000000000008 -0.080979999999999983 -0.090764999999999985 -0.14283999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 9 7 -1 -8 -4 12 -12 -10 -7 15 16 18 -18 -15 -20 -17 22 -21 24 -23 26 27 -26 -27 -25
right_child=2 -3 5 -5 -6 13 8 -9 10 -11 11 -13 -14 14 -16 20 17 -19 19 21 -22 23 -24 29 25 28 -28 -29 -30 -31
leaf_value=1.3461602572663521e-05 -0.00010382713755296375 0.00015352876674850927 3.8745855781598954e-06 -6.9763321098434967e-05 3.0847065968806594e-05 2.6918106331405312e-05 2.9877844975668599e-05 -6.0756157290597917e-05 -3.9567251815242346e-05 4.3824604611018002e-05 3.5204137263159894e-05 -1.9378154108077675e-05 4.9056524639362822e-07 3.5801409523691256e-05 -3.5005416521016741e-05 -1.4080813516990194e-06 2.2051450676891757e-05 -9.579850449795015e-05 -3.3883701655126755e-05 -5.0035657578813475e-07 3.924142686931494e-05 -1.8285698073062424e-05 -6.7166921997760746e-05 3.6971445330312817e-05 6.8125064884952746e-05 5.1979512703409829e-05 0.00021485500307919992 -6.5992063954817476e-05 -5.051066988796395e-05 -4.8638838350780084e-06
leaf_weight=21 22 21 25 20 21 22 22 20 22 20 24 21 27 29 24 21 21 21 21 1966 21 60 26 44 25 34 21 27 35 417
leaf_count=21 22 21 25 20 21 22 22 20 22 20 24 21 27 29 24 21 21 21 21 1966 21 60 26 44 25 34 21 27 35 417
internal_value=0 8.13805e-06 -6.14138e-07 -7.28218e-06 -2.61824e-07 1.74294e-07 -4.42289e-06 -2.27422e-05 2.05204e-06 2.16301e-05 -4.46039e-06 9.7324e-06 -1.74946e-05 -1.66275e-07 -3.78097e-07 -8.01211e-08 -3.70571e-07 -3.68735e-05 1.96203e-07 -1.89653e-07 1.89167e-05 7.68539e-08 -1.3705e-06 4.42547e-06 1.65128e-05 3.12164e-05 6.07301e-05 -1.51268e-06 -8.26107e-09 -8.70924e-07
internal_weight=0 219 2902 198 178 2880 157 41 116 45 94 45 49 2835 2813 2789 2747 42 2705 2676 42 2655 1992 663 202 142 73 52 69 461
internal_count=3121 219 2902 198 178 2880 157 41 116 45 94 45 49 2835 2813 2789 2747 42 2705 2676 42 2655 1992 663 202 142 73 52 69 461
is_linear=0
shrinkage=0.1


Tree=4215
num_leaves=31
num_cat=0
split_feature=130 121 130 394 4 1204 1203 400 403 2 1209 1210 1210 43 4 1209 1208 1209 133 0 43 43 13 52 52 15 13 1209 33 34
split_gain=1.50478e-06 5.56969e-06 1.82144e-06 2.45205e-06 4.73811e-06 1.86406e-06 2.79775e-06 1.46315e-06 1.59445e-06 7.99622e-06 2.58248e-06 2.04678e-06 2.70029e-06 1.66424e-05 2.27523e-05 8.38092e-06 2.04675e-06 5.24808e-06 1.86025e-06 3.62428e-06 2.1935e-06 7.06762e-06 2.80896e-06 8.05181e-06 4.7905e-06 5.89872e-06 6.61993e-06 3.82006e-06 3.31851e-06 5.63182e-06
threshold=-0.23647499999999996 -0.088279999999999983 -0.14628999999999995 0.013605000000000001 -0.082349999999999993 0.058775000000000008 -1.0000000180025095e-35 0.10782000000000001 -0.5492149999999999 0.083715000000000026 -0.097919999999999993 -0.13847499999999999 -0.079504999999999978 -0.0047449999999999992 -0.084564999999999987 -0.084629999999999997 0.11846000000000001 0.11386000000000002 -0.50375999999999987 -0.10011499999999998 0.084740000000000024 0.097930000000000017 -0.097224999999999992 0.11434500000000002 0.084505000000000011 -0.40580499999999992 -0.13710499999999998 -0.065739999999999979 0.085305000000000006 -0.057544999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 8 9 -8 -10 -12 13 14 -13 -14 17 18 19 -17 22 -22 23 24 25 -20 -27 -24 29 -29
right_child=1 2 3 4 -6 -7 7 -9 10 -11 11 12 15 -15 -16 16 -18 -19 20 -21 21 -23 27 -25 -26 26 -28 28 -30 -31
leaf_value=-2.73417248899932e-05 4.7186060834064848e-05 -2.7646753521063755e-05 3.3894176544890799e-05 -1.1221263130209992e-05 5.6030033804497434e-05 -2.9326592440073995e-05 6.6225227747054313e-05 -2.071162425896286e-05 -3.5384655833089101e-05 -1.6563085929582095e-05 2.3505458294595076e-05 6.1774734233579328e-06 5.8855452971329219e-05 4.3596738423393281e-05 -0.00013260741831064003 4.7868339567250352e-05 3.1374857535411138e-05 -5.1769099118246229e-05 -4.1200355190085249e-05 -6.62684933908727e-06 -5.6262201498360936e-05 -3.2979215416636032e-06 -3.9027540613180745e-05 5.4900279116866711e-05 -4.2359758308088034e-05 6.4704739790938875e-06 6.6029375706090249e-05 2.8721440982983702e-05 -3.5978532965740531e-05 -9.5090417450279926e-07
leaf_weight=20 25 24 24 20 22 22 20 35 21 28 36 27 24 27 21 23 20 20 21 26 29 192 26 35 21 123 22 66 26 2075
leaf_count=20 25 24 24 20 22 22 20 35 21 28 36 27 24 27 21 23 20 20 21 26 29 192 26 35 21 123 22 66 26 2075
internal_value=0 1.76345e-07 -2.05723e-07 1.00644e-08 2.40056e-05 -3.24757e-07 -1.11223e-07 -3.8657e-07 -1.43697e-07 1.7932e-05 -4.44854e-07 -1.88303e-07 -4.90348e-07 -1.92114e-05 -5.45409e-05 2.04103e-08 -4.9777e-07 -7.33427e-07 -3.53273e-07 1.89525e-05 -7.12144e-07 -1.0248e-05 1.60494e-07 1.08796e-05 2.64039e-06 8.33318e-06 1.5507e-05 -9.2461e-07 -4.67445e-07 -3.62032e-08
internal_weight=0 3101 3076 3052 42 3010 2988 2964 2929 48 2881 2860 2824 75 48 2749 2725 2705 2685 49 2636 221 2415 222 187 166 145 2193 2167 2141
internal_count=3121 3101 3076 3052 42 3010 2988 2964 2929 48 2881 2860 2824 75 48 2749 2725 2705 2685 49 2636 221 2415 222 187 166 145 2193 2167 2141
is_linear=0
shrinkage=0.1


Tree=4216
num_leaves=31
num_cat=0
split_feature=97 374 45 11 33 34 2 0 150 3 43 43 132 1211 43 3 393 1447 133 1447 0 401 1213 43 3 43 1208 402 43 12
split_gain=1.35369e-06 2.56957e-06 1.82317e-06 8.17523e-06 4.61427e-06 1.60654e-06 2.35349e-06 6.63351e-06 4.07726e-06 2.39911e-06 1.6331e-06 3.95656e-05 2.63946e-05 5.9072e-05 8.21799e-06 3.29804e-05 7.81483e-06 6.70949e-06 2.98104e-05 1.1638e-05 7.19248e-06 4.57018e-06 9.25915e-06 8.72115e-06 1.38286e-05 6.90376e-06 4.83896e-06 8.01375e-06 4.52605e-06 4.02718e-06
threshold=-0.086464999999999986 0.08987500000000001 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 -0.085739999999999983 -0.0050599999999999994 -0.09515499999999999 0.085210000000000022 -0.022174999999999997 -0.011694999999999999 -0.010739999999999998 -0.083284999999999984 0.086285000000000014 -0.014584999999999999 -0.087429999999999994 0.10856500000000001 -0.086279999999999982 0.086990000000000012 -0.084724999999999981 -0.087184999999999985 0.11769000000000002 0.104315 -0.032879999999999993 -0.079864999999999978 -0.040344999999999992 0.10233500000000001 0.093135000000000009 -0.0095349999999999983 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 9 -9 12 -12 -8 14 17 -16 28 18 20 -19 -14 22 23 25 -25 26 27 29 -13 -21
right_child=1 -3 -4 4 5 6 10 8 -10 -11 11 16 13 -15 15 -17 -18 19 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.3657977184636062e-05 5.5995167503379685e-05 2.8373672421366791e-05 -2.1878687699714459e-05 -4.1474973823841102e-05 -2.3788198593268007e-05 6.3843629885179163e-05 8.3130905875058937e-05 9.0385021559117812e-06 4.077515412063804e-05 -3.1297381210606547e-05 -0.00014247163016989361 3.8034106540050872e-05 -1.7539593797361402e-05 -0.00017091236317355653 -5.1624722618726086e-05 0.0001005751122465881 6.131269861270993e-05 7.6038239906968863e-05 -0.00012325551604431973 1.2999025449215725e-05 5.8765624002955438e-05 3.8986535148597476e-05 -6.0138470173114918e-05 9.4941042814753016e-05 -9.2228647610262188e-06 -4.4134121957800488e-05 4.2001928756820108e-05 -5.49650384457961e-05 -2.6404116507331009e-06 -1.7302740832111876e-06
leaf_weight=24 26 32 38 27 28 22 39 29 20 30 20 28 30 20 24 35 20 21 23 231 21 31 25 25 26 35 28 26 1192 945
leaf_count=24 26 32 38 27 28 22 39 29 20 30 20 28 30 20 24 35 20 21 23 231 21 31 25 25 26 35 28 26 1192 945
internal_value=0 1.83342e-07 -1.10978e-07 1.62287e-07 -3.21437e-07 5.21827e-08 2.78772e-07 1.52798e-05 1.75567e-06 -1.14713e-05 -2.53778e-07 -2.94095e-06 1.8824e-06 -1.67211e-07 2.0706e-06 3.86633e-05 -6.90453e-07 5.98912e-07 -2.87431e-05 2.15764e-06 1.38802e-05 1.02681e-06 1.49295e-07 1.29458e-06 4.18379e-05 -3.39973e-07 9.06202e-07 -5.11024e-08 -1.7069e-06 1.16298e-06
internal_weight=0 3097 3065 3027 3001 2974 2946 101 79 59 2845 1260 1585 1546 1526 59 1240 1467 74 1393 51 1372 1341 1316 51 1265 1230 1202 1220 1176
internal_count=3121 3097 3065 3027 3001 2974 2946 101 79 59 2845 1260 1585 1546 1526 59 1240 1467 74 1393 51 1372 1341 1316 51 1265 1230 1202 1220 1176
is_linear=0
shrinkage=0.1


Tree=4217
num_leaves=31
num_cat=0
split_feature=132 1185 1203 11 2 399 16 2 1204 1429 156 1425 52 475 471 471 154 157 475 151 0 1372 4 12 1 2 52 16 16 151
split_gain=1.79099e-06 1.03196e-05 5.08232e-06 1.80847e-06 1.53045e-06 2.71636e-06 2.44609e-06 2.72443e-06 4.5271e-06 1.47608e-06 5.39453e-06 2.35973e-06 2.36495e-06 7.33202e-06 2.02615e-06 5.97934e-06 2.14499e-06 3.49811e-06 2.32862e-06 8.0637e-06 5.44342e-06 3.55707e-06 2.35266e-06 6.12551e-06 2.58762e-06 3.97896e-06 2.16878e-06 8.93009e-06 2.51241e-05 6.87198e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.072629999999999986 0.10497000000000002 0.092445000000000013 -0.073404999999999984 0.089005000000000015 -0.0030749999999999996 -0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.56368999999999991 -0.080004999999999979 0.10338500000000002 0.093985000000000013 1.0000000180025095e-35 0.26262500000000005 -0.086304999999999979 -0.085134999999999975 -0.087184999999999985 -0.095709999999999976 -0.46376499999999993 0.092855000000000007 0.085475000000000009 0.091055000000000011 -0.080114999999999978 -0.087659999999999988 -0.069144999999999984 -0.0038099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 6 7 8 -1 -5 11 12 13 -11 15 16 17 18 19 -14 -21 -20 23 24 25 -23 27 29 -29 -24
right_child=1 3 -4 9 -6 -7 -8 -9 -10 10 -12 -13 14 -15 -16 -17 -18 -19 21 20 -22 22 26 -25 -26 -27 -28 28 -30 -31
leaf_value=1.8192179599874328e-05 7.0509327425887549e-05 -2.9085270347872253e-05 -4.8483481292091064e-05 -2.6703453700065437e-05 1.5387697970475751e-05 -3.4283779538479086e-05 -2.206642202987783e-05 3.9725004500637415e-05 -3.5320944618433713e-05 5.6933367832917376e-05 5.2310852188384162e-05 -3.1030882428240151e-05 7.1895213628465627e-05 -2.1851140558109841e-05 -2.8853222071726733e-05 5.4806799839752783e-05 3.0335139435128838e-05 -3.1296120651960441e-05 -4.1437450826855465e-05 -4.1145312641013088e-05 2.0257707884801286e-05 1.6630653353786331e-05 -6.4720142108853905e-06 -6.0544954106697574e-05 2.8439834083352861e-05 -4.6448336306639255e-05 1.9814361724002084e-06 -0.00011908069005585276 -4.525610194607209e-06 7.2171351923316264e-05
leaf_weight=43 21 21 28 20 37 30 38 21 25 27 20 24 20 21 24 20 23 36 21 22 42 20 20 23 21 20 1940 20 448 25
leaf_count=43 21 21 28 20 37 30 38 21 25 27 20 24 20 21 24 20 23 36 21 22 42 20 20 23 21 20 1940 20 448 25
internal_value=0 6.62912e-07 -8.6566e-06 1.53261e-07 -2.90839e-06 -7.22021e-06 -8.27235e-07 8.24118e-06 -1.48176e-06 3.68175e-07 5.59022e-07 1.91597e-07 4.59889e-07 2.24651e-05 7.50975e-08 3.30254e-07 -7.3127e-08 -3.34288e-07 8.75988e-08 1.64706e-05 -8.4958e-07 -4.50389e-07 -1.11119e-07 -1.65673e-05 1.44731e-08 -1.49088e-05 4.52402e-07 -5.32991e-06 -9.42113e-06 3.72187e-05
internal_weight=0 2899 222 2878 194 157 127 89 68 2857 2837 2817 2793 48 2745 2721 2701 2678 2642 84 64 2558 2537 84 61 40 2453 513 468 45
internal_count=3121 2899 222 2878 194 157 127 89 68 2857 2837 2817 2793 48 2745 2721 2701 2678 2642 84 64 2558 2537 84 61 40 2453 513 468 45
is_linear=0
shrinkage=0.1


Tree=4218
num_leaves=31
num_cat=0
split_feature=132 1185 1203 11 484 1452 1455 483 158 13 50 49 42 4 1456 157 1419 1420 1420 1446 483 482 0 120 483 158 4 3 13 158
split_gain=1.4507e-06 8.35892e-06 4.11668e-06 1.46486e-06 1.3721e-06 1.94716e-06 2.06131e-06 1.96653e-06 5.05954e-06 4.46438e-06 1.88208e-06 9.53628e-06 1.09189e-05 8.31974e-06 3.21727e-06 2.38085e-06 2.654e-06 9.43646e-06 6.00657e-06 4.85787e-06 2.54502e-06 1.2583e-05 2.38804e-05 5.72932e-06 6.32028e-06 3.36062e-06 1.28583e-05 1.28978e-05 5.90752e-06 4.46915e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.072629999999999986 -0.52850499999999989 0.11769000000000002 0.10814500000000001 0.12325000000000001 -0.46025499999999991 -0.075974999999999987 -0.099524999999999988 0.11428500000000001 0.094365000000000018 0.055260000000000011 0.11253500000000001 0.63604500000000008 0.086505000000000012 -0.083604999999999985 -0.085599999999999996 0.085345000000000018 0.098395000000000024 0.098465000000000011 -0.086409999999999987 1.0000000180025095e-35 0.095790000000000014 0.10380000000000002 -0.081609999999999988 -0.082794999999999994 -0.083364999999999981 0.10188000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 7 8 -6 -9 11 12 13 -10 15 16 18 -18 -12 -19 23 22 -22 24 25 29 -27 -28 -29 -20
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leaf_value=-2.6175490973532153e-06 6.3458394808029491e-05 -2.617674461015711e-05 -4.3635138614003418e-05 -2.5769316143851027e-05 4.6620939247077335e-05 2.8300274789216931e-05 -2.4577395183631314e-05 -5.3931881181294256e-05 7.8801282922670778e-06 8.6112707858774239e-06 -5.4500953119713813e-05 7.2059036028804258e-05 5.4269892192994877e-05 -7.3290161534437774e-05 -3.3716870114273791e-05 -3.4005339402938267e-05 7.6001830859154121e-05 2.0740876789204779e-05 5.2427447070697651e-07 -4.2084402248292467e-05 -1.5776520929648541e-05 -4.5949345856115546e-05 0.00013082613753795161 -3.9051689354646197e-05 5.6582280194561463e-05 -7.8378774084670184e-05 5.3197206861730069e-05 -6.3300913396233222e-05 4.7808819055297557e-06 4.6873916393711365e-05
leaf_weight=194 21 21 28 20 24 25 33 21 28 25 20 22 23 23 28 20 21 32 2221 20 25 20 20 37 20 26 31 25 26 21
leaf_count=194 21 21 28 20 24 25 33 21 28 25 20 22 23 23 28 20 21 32 2221 20 25 20 20 37 20 26 31 25 26 21
internal_value=0 5.96619e-07 -7.79094e-06 1.37934e-07 3.31356e-07 5.15358e-07 2.68337e-07 5.63375e-07 9.08491e-07 -1.9941e-05 5.03508e-07 1.4255e-05 -2.93004e-06 -2.87261e-05 -1.71168e-09 3.63482e-07 6.31465e-07 1.94255e-05 8.09182e-08 -3.42269e-06 5.22519e-07 2.0048e-05 4.93802e-05 -4.75932e-09 6.04834e-07 1.2843e-07 -1.71014e-05 2.32797e-06 -2.85925e-05 9.58415e-07
internal_weight=0 2899 222 2878 2857 2837 2812 2779 2733 46 2709 96 74 51 2613 2585 2565 73 2492 52 2472 65 45 2407 2370 2350 108 82 51 2242
internal_count=3121 2899 222 2878 2857 2837 2812 2779 2733 46 2709 96 74 51 2613 2585 2565 73 2492 52 2472 65 45 2407 2370 2350 108 82 51 2242
is_linear=0
shrinkage=0.1


Tree=4219
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 1204 399 13 52 133 133 130 40 120 39 33 47 47 47 42 1 47 47 1 49 47 0 1447 1447 403
split_gain=1.48542e-06 4.4117e-05 2.45282e-05 6.45672e-06 2.08199e-06 1.68275e-06 1.66923e-06 1.66027e-06 2.29859e-06 1.50485e-06 2.20127e-06 1.5044e-06 2.52238e-06 2.47465e-06 2.05889e-06 4.51695e-06 2.32109e-06 9.69252e-06 9.22603e-06 3.24238e-06 3.55209e-06 1.05941e-05 9.18118e-06 3.63429e-06 3.12659e-06 2.78115e-06 2.6372e-06 2.02306e-06 6.76088e-06 8.8016e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11527000000000001 -0.082274999999999987 -0.078864999999999977 0.054800000000000008 0.092320000000000013 -0.015164999999999998 -0.084614999999999982 -0.23123999999999997 -0.24290999999999999 0.091385000000000008 -1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.089640000000000011 -0.0098899999999999978 0.099990000000000009 0.10843500000000002 0.10397500000000001 0.11654500000000001 0.14321000000000003 0.11939500000000002 -0.089019999999999974 -0.086849999999999997 -0.086279999999999982 -0.55327499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 7 6 -4 8 9 10 -1 -7 -13 14 -14 -16 18 -18 27 -19 22 -22 -21 -23 25 -25 -24 -17 -29 -30
right_child=2 -3 5 -5 -6 11 -8 -9 -10 -11 -12 12 13 -15 15 16 17 19 -20 20 21 23 26 24 -26 -27 -28 28 29 -31
leaf_value=-1.3653391603768865e-06 -0.00010578806223665279 0.00014575888283486298 5.5377123198527638e-07 -6.0548118406131834e-05 2.8948850810939762e-05 2.5947973203570161e-05 3.9082844238113137e-05 -2.8785787556747285e-05 3.0150801505139196e-05 1.2032782549133779e-05 -3.6559158535156811e-05 -3.5690774693648565e-05 2.5739227761126435e-05 3.3355637639364102e-05 -3.9857775570045965e-05 1.6113738003771992e-05 6.9177824282936251e-05 3.1073978459192276e-05 -4.9427519862104258e-05 -5.6079440441357698e-05 7.094670926681315e-05 -3.1483131776136969e-05 3.002603342525033e-05 -2.2930178206677184e-06 -2.4257661784758966e-05 4.5890548593888527e-05 -1.0650921437961705e-05 -5.6079174001669426e-05 5.6379978313661585e-05 -1.0539923312546821e-06
leaf_weight=52 22 21 23 20 21 22 22 24 21 33 27 20 30 22 29 72 24 35 39 36 23 33 28 23 20 25 37 22 27 2268
leaf_count=52 22 21 23 20 21 22 22 24 21 33 27 20 30 22 29 72 24 35 39 36 23 33 28 23 20 25 37 22 27 2268
internal_value=0 7.94153e-06 -5.99307e-07 -6.67546e-06 -6.22356e-07 2.04218e-07 1.93902e-05 -4.57774e-06 -2.0937e-07 -5.9019e-06 -1.33936e-05 -1.00322e-07 -3.04041e-07 -5.06451e-08 -3.1587e-07 -6.01041e-07 -1.8126e-07 8.37269e-06 -1.1818e-06 2.75991e-06 -1.6445e-06 9.69518e-06 -1.55665e-05 -4.25319e-06 8.96134e-06 2.28026e-05 6.87146e-06 -3.94202e-07 -9.0718e-07 -3.78299e-07
internal_weight=0 219 2902 198 178 2880 45 157 133 112 79 2835 2813 2793 2771 2741 2712 284 2428 260 225 124 101 101 68 48 65 2389 2317 2295
internal_count=3121 219 2902 198 178 2880 45 157 133 112 79 2835 2813 2793 2771 2741 2712 284 2428 260 225 124 101 101 68 48 65 2389 2317 2295
is_linear=0
shrinkage=0.1


Tree=4220
num_leaves=31
num_cat=0
split_feature=130 40 130 394 1204 132 1 0 13 4 45 11 9 10 39 2 13 51 1373 457 1348 2 2 13 0 2 1420 0 157 49
split_gain=1.49862e-06 4.82899e-06 1.53092e-06 4.10063e-06 1.91532e-06 2.32756e-06 3.83914e-06 3.16044e-06 1.67341e-06 4.54192e-06 2.62607e-06 7.98592e-06 4.4364e-06 7.84075e-06 1.61338e-05 4.96826e-06 3.12317e-06 2.05539e-06 1.67123e-06 5.39606e-06 5.11594e-06 1.8591e-06 1.24649e-05 1.38076e-05 1.01876e-05 4.37741e-06 6.82326e-06 6.28836e-06 4.42391e-06 3.9818e-06
threshold=-0.23647499999999996 -0.23755499999999996 -0.098119999999999985 0.013605000000000001 0.058775000000000008 -0.41127499999999995 0.16540500000000002 -0.079984999999999987 -0.40078499999999995 -0.15289999999999995 0.094030000000000016 -0.011194999999999998 0.092235000000000011 0.0036750000000000007 0.089200000000000015 -0.033169999999999991 -0.17933499999999997 0.090560000000000015 -1.0000000180025095e-35 0.11612500000000002 -0.047944999999999995 0.11728500000000001 0.12299 -0.064619999999999983 -0.24955499999999997 0.11510000000000002 0.056520000000000008 0.16094000000000003 0.63334000000000013 0.15266500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 8 -4 9 -7 11 -10 13 15 -15 -13 -17 -11 -18 20 -20 24 23 -23 -22 26 27 28 -26 -24
right_child=1 2 3 -5 -6 6 -8 -9 10 17 -12 12 -14 14 -16 16 18 -19 19 -21 21 22 29 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.7285715805192013e-05 4.228231673108793e-05 -1.8930122361018941e-05 2.7324581121016919e-07 3.6859817155345811e-05 -2.9693403009580584e-05 5.3665423391586434e-05 -4.1142590255375305e-05 5.0854395539361231e-05 5.9708093894269873e-05 -4.8830209077752005e-06 -2.9568610924827463e-05 -3.9581555712643558e-05 -3.7798543282008268e-05 0.0001075290764856618 -1.6569418221479282e-05 -3.0648215996574009e-05 -2.697778539225945e-05 3.0315497341299695e-05 -5.0839379437093161e-05 3.7501732415541104e-05 6.7068764284435343e-05 -2.7261595492103987e-06 9.783207219029197e-06 -9.5804691275892166e-05 -8.2165447636373261e-07 3.5259251318555989e-05 -5.8529091656964741e-05 5.4604807917799225e-05 4.6429659159912266e-05 -3.5428871755853343e-05
leaf_weight=20 27 43 30 30 22 21 23 21 22 79 31 33 32 20 22 34 23 21 20 38 23 34 170 30 2134 35 20 21 20 22
leaf_count=20 27 43 30 30 22 21 23 21 22 79 31 33 32 20 22 34 23 21 20 38 23 34 170 30 2134 35 20 21 20 22
internal_value=0 1.7598e-07 -1.93854e-07 7.19525e-08 -2.95804e-07 -7.87015e-08 -4.47606e-07 2.11008e-05 -1.25409e-07 1.13871e-05 -6.25773e-07 -2.99864e-07 -7.83268e-07 -3.44405e-07 4.25251e-05 -1.02206e-06 -5.37124e-07 2.50867e-06 -1.41843e-07 9.86035e-08 -4.63405e-07 -6.18426e-08 -8.13719e-06 -4.63567e-05 8.55729e-07 1.72814e-07 -3.86651e-07 1.47992e-07 -3.82924e-07 4.60266e-06
internal_weight=0 3101 3074 3031 3001 2979 2928 51 2905 121 2784 2753 2731 2699 42 2657 2624 100 2590 2567 2529 2509 256 64 2253 2230 2195 2175 2154 192
internal_count=3121 3101 3074 3031 3001 2979 2928 51 2905 121 2784 2753 2731 2699 42 2657 2624 100 2590 2567 2529 2509 256 64 2253 2230 2195 2175 2154 192
is_linear=0
shrinkage=0.1


Tree=4221
num_leaves=31
num_cat=0
split_feature=11 132 1185 1203 12 130 147 147 147 9 10 43 2 2 2 48 448 160 150 3 1429 3 157 474 4 4 3 133 1446 1209
split_gain=1.57298e-06 1.63049e-06 9.13008e-06 5.77536e-06 1.42377e-06 3.98812e-06 1.49189e-06 3.29577e-06 2.93059e-06 1.77893e-06 5.18642e-06 1.31879e-05 6.80273e-06 2.40428e-06 2.9182e-06 2.07995e-06 2.2858e-06 2.81081e-06 2.22637e-06 2.25151e-06 6.56105e-06 1.27583e-05 7.65295e-06 1.33541e-05 6.53417e-06 7.1602e-06 6.01547e-06 1.17813e-05 7.84713e-06 6.32222e-06
threshold=-0.072629999999999986 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.23631000000000002 -0.22461999999999996 0.11204500000000002 0.099730000000000027 0.093875000000000014 0.092890000000000014 0.053330000000000009 -0.076834999999999987 -0.080614999999999978 -0.020134999999999997 -0.0050599999999999994 -0.089814999999999992 -0.083689999999999987 0.51752500000000012 -0.11226499999999999 -0.082594999999999988 0.052280000000000007 -0.081334999999999977 -0.06482499999999998 0.089190000000000005 -0.50940999999999981 -0.39518999999999993 -0.082974999999999979 0.084760000000000016 0.10324000000000001 -0.085894999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -4 7 8 9 10 12 -12 -7 -14 -15 -16 -17 18 -18 26 24 -22 23 -23 -21 -26 28 -28 29 -20
right_child=1 2 4 -5 -6 6 -8 -9 -10 -11 11 -13 13 14 15 16 17 -19 19 20 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-2.7276365173228056e-05 -1.9450871813552513e-06 6.6517471263761684e-05 3.8789235016641521e-05 -5.0528288699881941e-05 -2.4441111774016782e-05 4.5063617846394399e-05 -2.704245478525991e-05 3.8065033431453429e-05 -3.2730514114384142e-05 2.2459805899820317e-05 2.1761136749773869e-05 -9.3077271321817542e-05 -2.8589295412718363e-05 3.1908700500558743e-05 2.2926068441637866e-05 -2.9285595923688056e-05 2.6228561472957917e-05 3.0392644366656898e-05 -5.212072637337058e-05 -5.1129037791934727e-05 -9.7481982499760176e-05 -3.2075461465865378e-05 -4.9226737685565803e-05 7.7554415765916944e-05 4.4788065058716768e-05 -1.7112545960891774e-06 -2.9692230408031986e-06 8.9698983989048588e-05 6.2964063154140611e-05 9.6375877414368256e-07
leaf_weight=21 194 21 27 28 23 34 20 23 27 36 20 20 29 29 39 27 31 30 23 26 21 25 29 20 34 1273 34 23 20 914
leaf_count=21 194 21 27 28 23 34 20 23 27 36 20 20 29 29 39 27 31 30 23 26 21 25 29 20 34 1273 34 23 20 914
internal_value=0 1.84762e-07 8.21716e-07 -8.0727e-06 3.38828e-07 5.39936e-07 1.72023e-07 3.67319e-07 5.36261e-08 3.77036e-07 8.27077e-08 -3.56581e-05 6.19961e-07 4.4748e-08 3.64374e-07 8.2874e-09 -3.44991e-07 -3.28067e-08 -4.01898e-07 -7.39959e-07 -3.29866e-06 -2.86894e-05 -9.16721e-06 1.66489e-05 -1.48911e-06 -5.01632e-07 2.86342e-06 3.44232e-05 9.83678e-07 -3.39276e-07
internal_weight=0 3100 2878 222 2857 2834 2807 2787 2764 2737 2701 40 2661 2627 2598 2569 2530 2503 2473 2442 1428 95 74 45 1333 1307 1014 57 957 937
internal_count=3121 3100 2878 222 2857 2834 2807 2787 2764 2737 2701 40 2661 2627 2598 2569 2530 2503 2473 2442 1428 95 74 45 1333 1307 1014 57 957 937
is_linear=0
shrinkage=0.1


Tree=4222
num_leaves=31
num_cat=0
split_feature=130 39 132 1203 1185 130 394 42 42 133 16 403 0 1455 484 160 1455 131 131 3 1455 1454 482 158 1453 4 158 480 4 481
split_gain=1.59166e-06 4.34665e-06 1.63233e-06 7.82593e-06 6.93284e-06 1.79639e-06 2.23792e-06 1.7255e-06 2.29429e-06 2.20837e-06 4.24913e-06 2.92271e-06 1.6802e-06 1.48397e-06 5.96954e-06 5.58639e-06 3.65683e-06 3.25918e-06 6.22761e-06 3.95082e-06 2.25822e-06 2.29083e-06 2.42781e-06 2.50875e-06 2.64979e-06 4.46699e-06 2.53867e-06 3.00744e-06 2.83493e-06 2.83798e-06
threshold=-0.23647499999999996 0.15438500000000002 -0.083449999999999983 0.089480000000000018 -0.087384999999999977 -0.093639999999999987 1.0000000180025095e-35 -0.0093649999999999983 -0.021469999999999996 -0.40071499999999999 -0.071854999999999988 -0.012799999999999999 -0.091354999999999978 -0.092919999999999989 0.065750000000000017 -0.04016999999999999 -0.088559999999999986 0.11767000000000001 0.12193000000000001 -0.082284999999999983 -0.065979999999999983 0.10642000000000001 -1.0000000180025095e-35 0.11186000000000001 -1.0000000180025095e-35 0.04735000000000001 0.107145 -0.080264999999999989 0.62931500000000018 -0.087424999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -4 -6 13 8 9 10 -2 -11 -9 14 -7 -16 -15 20 -19 -20 -18 22 -22 26 -25 -26 27 -24 29 -29
right_child=1 -3 4 -5 5 6 -8 12 -10 11 -12 -13 -14 16 15 -17 17 18 19 -21 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-2.8119913040427494e-05 -1.4352846652588501e-05 4.2573417634154494e-05 5.6400661758909168e-05 -6.8132703286494231e-05 -2.2800492810822161e-05 5.7657525063735777e-05 3.2846521454692791e-05 -2.311726086190902e-06 2.3957233607736848e-05 -1.9090749083261472e-06 4.3927825440319302e-05 -4.8728224974183839e-05 -4.1198437224920786e-05 -4.1864601879145391e-05 -3.4479911627321212e-05 3.2858111378366378e-05 -2.9374668311329854e-05 5.7911033945856619e-05 2.9438525808263176e-05 -2.3041714352700638e-05 3.4754810585582169e-05 -2.5352736510184414e-05 3.3154417100275977e-05 1.2101298887587509e-05 -6.3858112791119014e-06 -6.4558695724124186e-05 2.8766559629026061e-05 -2.0022314848851555e-05 -3.262797274348688e-05 5.6098852662585337e-07
leaf_weight=20 29 24 22 20 34 22 21 25 38 40 22 20 20 21 28 22 27 28 26 32 20 36 27 21 33 22 31 69 27 2294
leaf_count=20 29 24 22 20 34 22 21 25 38 40 22 20 20 21 28 22 27 28 26 32 20 36 27 21 33 22 31 69 27 2294
internal_value=0 1.81362e-07 -1.49287e-07 -8.57378e-06 4.80416e-07 4.73836e-08 3.2413e-07 -2.43369e-06 2.74917e-06 -4.51124e-06 1.07878e-05 -1.75155e-05 -1.95947e-05 7.89866e-08 1.42487e-05 -4.85118e-06 -2.96923e-07 2.72213e-08 1.91811e-05 4.83911e-07 -6.04629e-07 -3.03548e-07 5.09221e-08 -2.24069e-07 -1.81171e-05 -2.9655e-05 3.31432e-07 -3.32718e-08 -4.08196e-07 -4.00474e-08
internal_weight=0 3101 3077 214 2863 2841 2807 194 149 111 51 60 45 2786 72 50 2714 2693 86 58 2607 2580 2544 2524 76 55 2448 2417 2390 2363
internal_count=3121 3101 3077 214 2863 2841 2807 194 149 111 51 60 45 2786 72 50 2714 2693 86 58 2607 2580 2544 2524 76 55 2448 2417 2390 2363
is_linear=0
shrinkage=0.1


Tree=4223
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 12 133 4 16 1213 0 1365 44 158 97 34 10 33 1 14 2 147 48 148 11 48 147 2 2 2 16
split_gain=1.66741e-06 4.5521e-05 2.53842e-05 6.79462e-06 1.43981e-06 1.50269e-06 4.19047e-06 2.39921e-06 1.7379e-06 2.84131e-06 1.40914e-06 1.40519e-06 6.29714e-06 1.92707e-06 2.86664e-06 1.41459e-05 7.4085e-06 4.05077e-06 1.71609e-06 1.07702e-05 4.65357e-06 1.0286e-05 4.25396e-06 3.90314e-06 2.10574e-06 4.47364e-06 1.96248e-06 1.97721e-05 9.40143e-06 2.59935e-05
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.11527000000000001 -0.37971999999999995 -0.00059999999999999995 -0.072804999999999981 0.086260000000000017 -0.084889999999999979 0.087370000000000017 0.099360000000000018 -0.47356499999999996 -0.086464999999999986 -0.057544999999999992 0.0036750000000000007 -1.0000000180025095e-35 0.10871500000000002 0.078235000000000013 0.082850000000000021 0.095485000000000014 -0.074214999999999989 -0.098399999999999974 0.077290000000000011 -0.11155999999999998 0.08955500000000001 0.093175000000000022 0.092635000000000009 0.094095000000000012 -0.076669999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 8 9 -7 11 12 -4 -14 15 17 -16 -15 20 -20 22 -22 -18 -21 -24 26 27 -26 29 -28
right_child=2 -3 10 -5 -6 7 -8 -9 -10 -11 -12 -13 13 14 16 -17 18 -19 19 23 21 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=1.1592346250143324e-05 -0.00010764329867511566 0.00015222600381093799 4.9159510252558489e-05 -6.1319432070376941e-05 2.4737610805286318e-05 6.1861778593128097e-06 -5.2366234740475193e-05 3.3257725590374321e-05 2.0619237858971411e-05 -3.3234679325356744e-05 2.0727984660466478e-05 -2.1583838873387624e-05 -2.9108995876531881e-05 -3.9200102813552462e-05 -6.1241070216055957e-05 8.4897912292154103e-05 -4.312165839782329e-05 1.414014506605911e-05 -7.2656042017194496e-05 -1.2000852882465553e-05 -2.8117239780840466e-05 6.1782026716952841e-05 -3.2235938133453603e-05 3.9009845291578438e-05 7.782303383798252e-07 4.4240453826205345e-05 -0.00013364557693421375 9.6277517786802502e-05 -1.3605011436715764e-06 1.6767236283393923e-05
leaf_weight=21 22 20 26 20 21 41 20 21 22 33 33 30 23 24 20 23 23 35 23 40 20 35 20 24 1489 23 20 22 900 27
leaf_count=21 22 20 26 20 21 41 20 21 22 33 33 30 23 24 20 23 23 35 23 40 20 35 20 24 1489 23 20 22 900 27
internal_value=0 8.41397e-06 -6.34967e-07 -6.0395e-06 1.37032e-07 -3.13267e-06 -1.9607e-05 2.64038e-06 -4.05717e-06 -1.13934e-05 1.82458e-07 -5.56886e-08 1.73578e-07 -2.82758e-07 -4.32337e-08 1.83751e-05 -6.05519e-07 -7.55758e-06 -1.50639e-07 -1.39642e-05 3.15348e-07 2.90914e-05 -3.11705e-07 7.12816e-06 8.19891e-08 3.42513e-07 -6.82493e-08 2.16869e-06 -3.63743e-06 -4.72382e-05
internal_weight=0 219 2902 199 179 158 41 117 96 74 2880 2847 2817 2791 2768 82 2686 59 2666 87 2579 55 2524 64 2501 2481 2458 1511 947 47
internal_count=3121 219 2902 199 179 158 41 117 96 74 2880 2847 2817 2791 2768 82 2686 59 2666 87 2579 55 2524 64 2501 2481 2458 1511 947 47
is_linear=0
shrinkage=0.1


Tree=4224
num_leaves=31
num_cat=0
split_feature=130 10 2 40 2 147 142 11 33 10 16 1 31 133 3 2 13 3 43 133 13 16 2 2 159 1429 51 15 2 15
split_gain=1.35487e-06 4.03933e-06 5.59871e-06 3.46346e-06 2.75729e-06 2.58002e-06 3.79292e-06 4.15434e-06 3.80747e-06 3.31003e-06 3.75396e-05 1.68197e-05 2.50876e-06 3.41706e-06 2.25216e-06 9.38152e-06 4.42661e-06 3.63916e-06 9.74884e-06 4.57751e-06 5.7211e-06 5.1844e-06 9.72016e-06 8.05589e-06 5.52984e-06 7.15518e-06 1.17976e-05 5.15578e-06 1.01214e-05 7.98235e-06
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 0.17025000000000004 0.10735000000000001 -0.057499999999999989 -1.0000000180025095e-35 -0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 0.11249000000000002 -1.0000000180025095e-35 0.087720000000000006 -0.016324999999999996 -1.0000000180025095e-35 -0.15714499999999998 -0.011549999999999998 -0.081374999999999989 0.084415000000000018 -0.090639999999999984 -0.018494999999999998 0.085105000000000014 0.084985000000000019 0.10545500000000001 0.052280000000000007 -0.093639999999999987 -0.052074999999999989 0.11237500000000002 -0.083359999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -8 -9 10 11 -10 13 -11 16 -16 -14 -17 -19 21 -21 23 -23 -20 25 26 -24 29 -29 -25
right_child=1 3 -4 4 -6 -7 7 8 9 12 -12 -13 14 -15 15 17 -18 18 19 20 -22 22 24 27 -26 -27 -28 28 -30 -31
leaf_value=-2.5944034023268616e-05 -4.7155694379138632e-06 -4.0722026739916021e-05 6.9212810049066318e-05 4.3442419892016917e-05 3.6139085524599156e-05 -3.2878723322937732e-05 -4.1688887646766187e-05 -4.1360896152169023e-05 -0.00010397567632026039 -5.4214033261814628e-05 0.00011347525060382733 2.5715142164699501e-05 -3.8645790702444621e-05 4.2415752977831292e-06 7.3324003205925696e-05 3.7874566222508927e-05 -6.0024700812631394e-07 -6.0716818779837922e-05 -6.8628360450020411e-05 7.4838594609900614e-05 9.3968102935997945e-07 7.5446482257931447e-05 7.2066882926770227e-05 -2.7913792052516272e-06 -3.5356395021166363e-05 -3.4955269873772404e-05 -1.30773983398415e-06 4.7618106959014449e-06 -8.3536316378740597e-05 5.8455230959225454e-05
leaf_weight=20 21 21 20 20 21 24 24 22 20 20 27 20 31 20 20 29 2267 24 20 20 22 23 36 143 27 23 56 34 21 25
leaf_count=20 21 21 20 20 21 24 24 22 20 20 27 20 31 20 20 29 2267 24 20 20 22 23 36 143 27 23 56 34 21 25
internal_value=0 1.67328e-07 3.13471e-05 -2.50439e-07 2.9226e-08 -2.22035e-07 3.97416e-08 -2.52139e-07 8.49733e-08 3.96384e-07 2.23675e-05 -3.91303e-05 -1.18144e-07 -2.49862e-05 2.3447e-07 6.15721e-06 -1.11348e-06 3.48656e-06 1.38265e-06 4.69462e-06 3.61296e-05 1.45866e-06 1.51385e-05 -7.8301e-06 5.37029e-06 1.49322e-05 2.74041e-05 -2.37734e-06 -2.8952e-05 6.3227e-06
internal_weight=0 3101 41 3060 3039 3018 2994 2974 2950 2928 67 40 2861 40 2821 523 2298 503 474 450 42 408 165 243 142 115 92 223 55 168
internal_count=3121 3101 41 3060 3039 3018 2994 2974 2950 2928 67 40 2861 40 2821 523 2298 503 474 450 42 408 165 243 142 115 92 223 55 168
is_linear=0
shrinkage=0.1


Tree=4225
num_leaves=31
num_cat=0
split_feature=471 471 475 16 15 475 155 50 46 474 1428 97 34 10 11 1 43 401 1213 484 483 43 2 43 3 16 2 0 3 16
split_gain=1.35325e-06 3.0726e-06 2.67982e-06 5.81304e-06 6.52896e-06 2.12074e-06 1.94253e-06 1.86449e-06 2.05746e-06 2.2753e-06 2.58353e-06 2.00182e-06 3.07518e-06 1.15888e-05 6.10297e-06 3.05809e-06 2.13263e-06 4.43568e-06 5.16316e-06 5.11266e-06 1.05517e-05 3.89043e-06 1.05836e-05 4.65093e-06 3.7613e-06 3.29719e-06 7.86705e-06 7.12721e-06 8.04618e-06 5.3838e-06
threshold=0.10693500000000002 0.094575000000000006 0.055635000000000011 0.51222500000000004 -0.071579999999999991 0.0073350000000000004 0.14547000000000002 0.14262000000000002 0.10123000000000001 -0.090834999999999985 0.095640000000000017 -0.086464999999999986 -0.057544999999999992 0.0036750000000000007 -1.0000000180025095e-35 0.10871500000000002 -0.095589999999999994 0.11769000000000002 0.031805000000000007 0.090535000000000018 0.049115000000000006 -0.09225499999999999 0.089320000000000024 -0.090299999999999991 -0.16726499999999997 -0.14322499999999996 0.10252500000000002 -0.094654999999999975 -0.047929999999999993 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 7 8 9 -1 11 -11 13 15 -14 -13 17 18 19 20 24 22 -18 -23 -16 26 -26 29 -29 -27
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 10 -12 12 14 -15 16 -17 21 -19 -20 -21 -22 23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-2.1898246565873102e-05 2.5299626715769551e-05 -3.5813198163244424e-05 3.367592017403459e-05 6.2008006551133639e-05 -3.8827925685757735e-05 -3.2804992224555461e-05 3.0927769548725339e-05 -2.3979252860458062e-05 3.0390001591678648e-05 -2.9578623893346799e-05 3.5870945193892108e-05 -3.1903523108667287e-05 -5.2982332503730009e-05 7.9311563204891686e-05 4.7309171804954531e-05 1.4718781408994212e-05 1.9703047291841359e-05 5.1325188412322732e-05 -4.07853243686418e-05 -3.8523755985965103e-05 7.4115780095477626e-05 3.3521962737163102e-05 -7.9546843417946635e-05 -1.3126370617857412e-06 -6.7225005096545264e-05 8.2403390606486938e-05 1.5799313252500723e-05 7.1784633655873428e-06 -5.1300165318092766e-05 9.0290291200290092e-06
leaf_weight=48 21 24 27 22 23 20 20 33 22 23 20 24 22 23 20 34 21 21 24 23 24 39 22 2225 21 20 25 183 27 20
leaf_count=48 21 24 27 22 23 20 20 33 22 23 20 24 22 23 20 34 21 21 24 23 24 39 22 2225 21 20 25 183 27 20
internal_value=0 -1.7138e-07 1.06709e-07 1.9172e-05 3.24151e-07 -3.50248e-07 -1.32723e-07 -3.42308e-07 -7.61811e-08 -3.06589e-07 5.5662e-08 -1.96469e-07 4.33423e-08 1.92459e-05 -5.24948e-07 -4.57321e-06 -9.98785e-08 6.5646e-06 4.13573e-06 7.10572e-06 1.01924e-05 -1.27851e-06 -3.1076e-05 -7.12571e-07 5.33748e-06 2.50156e-06 -2.21031e-05 7.02881e-06 -3.40217e-07 4.57162e-05
internal_weight=0 3100 3076 72 50 3004 2984 2964 2931 2909 2861 2841 2818 81 2737 58 2715 408 387 363 340 2307 43 2264 316 296 46 250 210 40
internal_count=3121 3100 3076 72 50 3004 2984 2964 2931 2909 2861 2841 2818 81 2737 58 2715 408 387 363 340 2307 43 2264 316 296 46 250 210 40
is_linear=0
shrinkage=0.1


Tree=4226
num_leaves=31
num_cat=0
split_feature=10 0 15 9 15 49 3 3 16 133 52 16 49 1 151 16 151 3 4 133 49 51 13 48 0 43 482 43 484 150
split_gain=1.5156e-06 1.49543e-05 4.9727e-06 4.57286e-06 1.68459e-06 1.62576e-06 4.6253e-06 6.98025e-06 1.01961e-05 4.85787e-06 4.75367e-06 8.65345e-06 7.87322e-06 6.12906e-06 7.40815e-06 8.35267e-06 7.83444e-06 4.73318e-06 4.8033e-06 3.78278e-06 4.36608e-06 3.70094e-06 4.94571e-06 3.28587e-06 3.04076e-06 3.20488e-06 1.07498e-05 1.41858e-05 1.12127e-05 6.91668e-06
threshold=0.053330000000000009 -0.079829999999999998 -0.091184999999999988 0.08925000000000001 0.23208000000000004 -0.010699999999999999 -0.083924999999999986 -0.080884999999999985 -0.007794999999999999 0.086990000000000012 -0.078224999999999975 -0.071854999999999988 -0.085174999999999987 0.094465000000000007 -0.072119999999999976 -0.088909999999999989 -0.080454999999999985 -0.085709999999999995 0.16173500000000005 0.087625000000000022 -0.020744999999999996 -0.085039999999999991 -0.080344999999999986 -0.089814999999999992 -0.24955499999999997 -0.082389999999999977 0.089745000000000005 -0.083134999999999987 0.091180000000000011 0.10874500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 17 8 -8 10 11 -9 -13 -12 16 -16 -15 18 19 20 21 -1 -23 -7 -25 26 27 28 -26 -27
right_child=1 2 -4 -5 -6 23 7 9 -10 -11 13 12 -14 14 15 -17 -18 -19 -20 -21 -22 22 -24 24 25 29 -28 -29 -30 -31
leaf_value=-3.550678988176514e-05 -8.1184919627444102e-05 -1.1886216088896618e-05 5.0377458786027529e-05 3.7368795258799133e-05 2.5284520782738935e-05 4.109113615413662e-05 8.8595286784506503e-05 6.5318770482138336e-05 -1.1171133664902299e-05 -3.7005012172113105e-05 -4.3853161976305553e-05 4.3074498242513864e-05 -3.2242372347224905e-05 1.3915894152887631e-05 7.2578058677663648e-05 -1.0013407707447187e-05 -6.6954708460758886e-05 -6.2514598742134043e-05 -4.8028618704544596e-05 3.645545355539071e-05 -5.1529915269622429e-05 5.0589245572816503e-05 -1.3833139267332556e-05 3.4416693821325537e-05 3.0302234665058705e-06 -1.3503222415902103e-06 -4.5741248381877872e-05 8.3539746461610772e-05 6.8048943830945063e-05 -6.0472453842521649e-05
leaf_weight=20 23 29 23 33 26 20 21 28 20 39 39 23 35 25 24 25 23 22 30 20 21 22 26 26 503 1865 37 25 28 20
leaf_count=20 23 29 23 33 26 20 21 28 20 39 39 23 35 25 24 25 23 22 30 20 21 22 26 26 503 1865 37 25 28 20
internal_value=0 -1.40436e-05 1.56535e-05 3.45789e-07 -5.97064e-08 -2.80312e-07 -5.72741e-06 1.57034e-06 3.99287e-05 -4.45531e-06 1.26288e-06 1.96646e-05 -2.37534e-06 -1.03735e-05 3.08739e-06 3.04396e-05 -2.48346e-05 -1.94164e-05 -1.2595e-05 -2.84269e-06 -1.16737e-05 6.34794e-07 1.56938e-05 7.18897e-07 3.96435e-07 3.94836e-08 6.45133e-06 9.92458e-06 6.45871e-06 -1.97761e-06
internal_weight=0 75 52 3046 3013 2987 463 302 41 261 222 86 58 136 97 49 48 161 139 109 89 68 48 2524 2504 2478 593 556 531 1885
internal_count=3121 75 52 3046 3013 2987 463 302 41 261 222 86 58 136 97 49 48 161 139 109 89 68 48 2524 2504 2478 593 556 531 1885
is_linear=0
shrinkage=0.1


Tree=4227
num_leaves=31
num_cat=0
split_feature=0 13 12 2 1 121 12 16 39 12 9 3 10 9 475 157 475 475 2 1429 0 1372 2 0 399 2 3 1211 1213 160
split_gain=1.43956e-06 8.60585e-06 4.91185e-06 1.33193e-05 3.21562e-06 5.08873e-06 2.62768e-06 2.63966e-06 2.19017e-06 6.8914e-06 4.0239e-06 1.25332e-05 1.03759e-05 4.11446e-06 2.01929e-06 3.62767e-06 1.73935e-06 2.46821e-06 1.89058e-05 2.27791e-05 1.8456e-05 4.43252e-06 2.02521e-06 9.27524e-06 8.53448e-06 6.67973e-06 9.09144e-06 6.59424e-06 2.16803e-05 5.85233e-06
threshold=0.10455500000000001 -0.055129999999999992 0.098150000000000015 0.10855000000000002 0.16540500000000002 -0.094339999999999993 0.086345000000000019 0.042200000000000008 -1.0000000180025095e-35 -0.015429999999999998 0.092235000000000011 -0.13309499999999996 0.0036750000000000007 0.086220000000000005 -0.44510499999999992 0.23903500000000003 -0.10664 -0.085719999999999977 0.087545000000000026 0.083725000000000008 -0.085754999999999984 -0.065504999999999994 0.08622500000000001 -0.15931499999999996 0.091580000000000009 0.086590000000000014 -0.083489999999999995 0.10809000000000001 -1.0000000180025095e-35 -0.55248999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 -1 7 -3 9 -7 12 -12 13 14 -10 16 -16 18 19 -18 -20 -19 23 -23 27 26 -24 29 -29 -25
right_child=1 2 -4 -5 -6 8 -8 -9 10 -11 11 -13 -14 -15 15 -17 17 21 20 -21 -22 22 25 24 -26 -27 -28 28 -30 -31
leaf_value=-4.6644702239933869e-05 -5.7546607634625017e-05 1.5953416979755274e-05 3.5201248123705614e-05 -7.6277622650630533e-05 3.6224436425982278e-05 -8.4909628867535509e-06 3.0069760032347404e-05 -3.2138624131524311e-05 -3.1285694002463058e-05 6.5232714544685046e-05 3.2694421888663784e-05 -7.0205365095873655e-05 5.6442740892772703e-05 -4.4058946202442587e-05 -2.7755355999529871e-05 3.7780185084557165e-05 5.2166791792842563e-05 -3.7674298589756238e-05 -7.3263377998955553e-06 -8.9786609784753708e-05 0.00012274290002096678 5.9595945794140354e-05 1.1254330602241679e-05 5.1134292152710263e-05 5.8734276507703517e-05 -7.5068915463668302e-07 -7.8425275597300456e-05 3.4545162161521152e-05 -0.00011269730440744753 1.0897952037344178e-06
leaf_weight=23 30 25 33 23 25 32 36 21 20 21 20 29 33 21 22 26 20 31 20 26 24 29 20 24 26 1508 26 20 20 887
leaf_count=23 30 25 33 23 25 32 36 21 20 21 20 29 33 21 22 26 20 31 20 26 24 29 20 24 26 1508 26 20 20 887
internal_value=0 -9.00421e-06 1.54849e-06 -9.02809e-06 5.12256e-07 2.07337e-07 9.83458e-06 -6.00165e-06 5.78282e-07 2.07203e-05 2.03974e-07 -2.82055e-05 7.00607e-07 3.65311e-08 3.73383e-07 6.05402e-07 2.4782e-07 4.77611e-07 1.67576e-05 -2.80677e-05 6.36205e-05 -8.78853e-08 3.67263e-07 3.86302e-06 2.20872e-06 -1.89576e-06 -3.94341e-05 6.63332e-07 -3.90761e-05 2.4082e-06
internal_weight=0 168 138 105 2953 2928 82 46 2905 53 2852 49 2803 2770 2749 2729 2703 2681 90 46 44 2591 2560 1006 977 1554 46 951 40 911
internal_count=3121 168 138 105 2953 2928 82 46 2905 53 2852 49 2803 2770 2749 2729 2703 2681 90 46 44 2591 2560 1006 977 1554 46 951 40 911
is_linear=0
shrinkage=0.1


Tree=4228
num_leaves=31
num_cat=0
split_feature=1426 157 1429 49 1429 475 474 472 1 49 1429 1429 157 4 157 151 49 45 11 10 34 9 148 148 1374 3 1446 132 1203 393
split_gain=1.55839e-06 7.1329e-06 2.01336e-06 2.92151e-06 1.59857e-06 2.92516e-06 1.98852e-06 2.51567e-06 8.56127e-06 1.98394e-05 1.31594e-05 7.11945e-06 3.17856e-06 1.7309e-05 8.31655e-06 3.99167e-06 3.30114e-06 3.19458e-06 9.56654e-06 3.95688e-06 1.50749e-05 4.96218e-06 3.42136e-06 3.11744e-06 2.24937e-06 6.52996e-06 2.17085e-06 2.19001e-06 4.74029e-05 2.37092e-05
threshold=-0.021179999999999997 -0.0048549999999999991 -0.069929999999999978 0.086815000000000017 -0.0091699999999999993 0.051590000000000004 0.11354000000000002 -0.065034999999999996 0.10205500000000002 0.08610000000000001 0.052280000000000007 0.11023000000000001 -0.087424999999999989 -0.0094449999999999968 -0.086394999999999986 -0.52488999999999986 -0.0069299999999999995 0.094030000000000016 -0.011194999999999998 0.053330000000000009 -0.05547499999999999 0.08925000000000001 -0.10069499999999999 -0.084449999999999983 -0.064634999999999984 0.088060000000000013 0.11636000000000002 -0.083284999999999984 0.089480000000000018 0.12679500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 6 7 8 9 10 -6 12 13 16 -14 -16 -9 18 -17 21 -21 22 -20 -24 25 -25 27 28 -26 -29
right_child=2 -3 4 -5 5 -7 -8 11 -10 -11 -12 -13 14 -15 15 17 -18 -19 19 20 -22 -23 23 24 26 -27 -28 29 -30 -31
leaf_value=1.591556024590425e-05 3.671591315044983e-05 -5.0983963149064948e-05 -2.5756598051884794e-05 -6.3529740275823452e-06 1.1494292193674484e-05 2.7362232998338861e-05 -2.6727961481550928e-05 4.1218799962140256e-05 7.4181209347443664e-05 5.5946877772450017e-05 -0.00010184615369195985 -5.7158403879756486e-05 5.7939927885399817e-05 -7.9641032484687458e-05 -3.5680825549793705e-05 6.2347549202968372e-05 -1.0790276776432343e-05 -3.2034714265591902e-05 3.7131481920368968e-05 -9.6408630051882942e-05 7.9342315924198688e-06 4.0579471200243787e-05 -3.1058452127963323e-05 6.1286862896539875e-05 -6.742308268178412e-06 -1.5760688479944789e-05 3.052069110392198e-05 -2.5864452966219237e-07 0.00015567553358778244 -0.00010964115965180101
leaf_weight=34 36 30 24 28 20 39 28 26 20 35 21 22 25 30 31 25 23 30 25 20 45 31 32 22 177 22 23 2157 20 20
leaf_count=34 36 30 24 28 20 39 28 26 20 35 21 22 25 30 31 25 23 30 25 20 45 31 32 22 177 22 23 2157 20 20
internal_value=0 -1.54436e-05 3.23322e-07 1.78733e-05 -5.19525e-08 1.55832e-07 -2.06301e-07 4.95935e-08 1.59675e-05 6.48123e-07 -4.65581e-05 -4.94997e-07 -4.72257e-08 -1.98192e-05 5.30219e-07 -5.31936e-09 1.68064e-05 4.12174e-07 7.83845e-07 1.90518e-07 -2.41713e-05 8.16661e-07 3.23207e-07 -4.88945e-08 3.57622e-07 2.27631e-05 -5.36593e-08 -3.49873e-07 9.74681e-06 -1.26354e-06
internal_weight=0 64 3057 64 2993 2969 2930 2902 96 76 41 2806 2784 79 2705 2680 49 2649 2619 2594 65 2529 2498 2473 2441 44 2397 2374 197 2177
internal_count=3121 64 3057 64 2993 2969 2930 2902 96 76 41 2806 2784 79 2705 2680 49 2649 2619 2594 65 2529 2498 2473 2441 44 2397 2374 197 2177
is_linear=0
shrinkage=0.1


Tree=4229
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1213 16 16 13 4 1186 391 401 16 1213 13 401 401 16 1 120 52 40 1211 1212 402 402 403 133 1209 1212 43
split_gain=1.55903e-06 9.67987e-06 5.07051e-06 1.41204e-06 4.98016e-06 1.72341e-05 1.58794e-05 1.05266e-05 1.90623e-06 3.19666e-06 2.04747e-06 1.63914e-05 1.21114e-05 1.66199e-05 1.19502e-05 3.18143e-06 5.96915e-06 2.60232e-06 4.89753e-06 1.2486e-05 4.68032e-06 2.42786e-06 3.86569e-06 3.74467e-06 6.22234e-06 2.38019e-06 1.05868e-05 4.30835e-06 3.68438e-06 2.80538e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.093235000000000026 -0.082779999999999979 -0.079504999999999978 -0.082014999999999991 -0.080364999999999978 -0.089559999999999987 -0.086514999999999981 0.10022000000000002 -0.092484999999999984 -0.083944999999999978 -0.090204999999999994 0.10997500000000002 0.092675000000000021 -0.091114999999999988 0.16540500000000002 1.0000000180025095e-35 -0.057699999999999994 -0.24134999999999998 0.11671000000000002 0.11006000000000002 -0.45015499999999992 -0.41217999999999994 -0.54856499999999986 0.40431 -0.067109999999999989 -0.064959999999999976 0.0034250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 8 7 -6 -7 -5 -3 -10 15 -12 13 -13 -14 17 -17 18 20 -20 -11 22 23 -22 -25 26 -26 -27 29 -29
right_child=1 3 -4 4 5 6 -8 -9 9 10 11 12 14 -15 -16 16 -18 -19 19 -21 21 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=-2.3350717708932824e-06 6.8265160994737274e-05 -2.8436712261736831e-05 -4.7857174039173907e-05 -7.1188073234225159e-05 9.714482816510403e-05 -7.5662261551769929e-05 3.4933589897165707e-05 1.766545937243791e-05 3.8734670600942559e-05 4.8186114700001784e-05 -8.9205182611413374e-05 0.00010236490478002286 1.7617290445958219e-05 -6.8510842227528641e-06 -8.7845683645520535e-05 6.5173679987700392e-05 -1.0224637887967263e-05 3.5652486440085339e-05 2.1707120386054157e-05 -8.8695541940285783e-05 -3.4994498527075555e-05 -3.2035886935470144e-05 4.0728696615627528e-05 5.5529773621856297e-05 -7.643784418178257e-05 4.2087449958809014e-05 2.5222036646525902e-05 5.3807249518602322e-05 9.7809404374146294e-08 -9.6484503403728567e-05
leaf_weight=194 21 24 28 20 24 20 37 40 21 20 23 22 21 38 22 21 21 20 20 21 31 24 23 20 20 24 21 23 2230 27
leaf_count=194 21 24 28 20 24 20 37 40 21 20 23 22 21 38 22 21 21 20 20 21 31 24 23 20 20 24 21 23 2230 27
internal_value=0 6.18482e-07 -8.0766e-06 1.24882e-07 9.8839e-06 2.60589e-05 -3.87197e-06 -1.19524e-05 -3.77866e-07 -1.29649e-07 -4.32826e-07 -1.28784e-05 4.16548e-06 3.31948e-05 -3.63405e-05 1.78296e-07 2.74745e-05 -2.7592e-07 -5.62888e-07 -3.48406e-05 7.71086e-09 -3.86709e-07 -7.27032e-08 -4.64369e-07 -1.17546e-08 -4.85456e-07 -2.43681e-05 -6.04605e-08 -5.04123e-07 -2.73503e-05
internal_weight=0 2899 222 2878 141 81 57 60 2737 2713 2692 126 103 60 43 2566 42 2524 2504 41 2463 2443 2419 2396 2365 2345 41 2304 2280 50
internal_count=3121 2899 222 2878 141 81 57 60 2737 2713 2692 126 103 60 43 2566 42 2524 2504 41 2463 2443 2419 2396 2365 2345 41 2304 2280 50
is_linear=0
shrinkage=0.1


Tree=4230
num_leaves=31
num_cat=0
split_feature=474 157 1429 1427 14 51 0 12 474 52 474 3 1447 1456 1447 1446 1447 15 481 13 160 3 2 157 1429 1375 1212 42 402 2
split_gain=1.40255e-06 5.66842e-06 1.40155e-05 5.32263e-06 4.10532e-06 7.03115e-06 4.0949e-06 3.816e-06 3.19922e-06 1.31485e-05 4.56632e-06 1.37494e-05 2.80844e-06 1.20242e-05 7.40411e-06 4.86247e-06 3.97989e-06 1.23654e-05 2.54213e-06 9.69395e-06 1.15507e-05 6.48793e-06 2.78355e-06 1.80538e-05 1.47464e-05 1.03513e-05 6.42696e-06 1.56507e-05 1.2721e-05 7.88733e-06
threshold=0.091180000000000011 -0.04831499999999999 -0.050194999999999997 0.089335000000000012 -0.31455999999999995 0.0038750000000000004 -0.075684999999999988 0.089410000000000003 0.088710000000000011 -0.085264999999999994 0.085860000000000006 -0.084319999999999992 -0.086359999999999978 0.085185000000000011 -0.085804999999999979 0.037915000000000011 -0.084334999999999979 0.087485000000000021 -0.084329999999999988 -0.081224999999999978 -0.0080249999999999991 -0.072199999999999986 0.087625000000000022 -0.087319999999999995 0.083725000000000008 -0.097394999999999982 -0.089544999999999986 0.092145000000000019 0.14722000000000005 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 -4 6 7 -6 10 -10 12 -12 13 15 -14 -1 17 -16 19 20 -18 -21 23 -20 25 -25 27 -24 29 -28
right_child=1 -3 4 -5 5 -7 -8 -9 9 -11 11 -13 14 -15 16 -17 18 -19 22 21 -22 -23 26 24 -26 -27 28 -29 -30 -31
leaf_value=2.6266192292931248e-05 -9.2961996942904078e-05 4.1912947108357915e-05 2.6158010410394388e-05 4.6479819393425717e-05 -5.5567686407205968e-06 -6.3755736149770118e-05 -3.0117553345213139e-05 4.65885144639406e-05 8.6783099977765242e-05 -2.300196776256295e-05 2.1522219121834499e-05 -7.2710412786136666e-05 -5.8000957023874767e-05 7.3160503540782012e-05 -2.4043358821472792e-05 -3.4418716115081434e-05 -0.00010621610330417754 8.7156436638906608e-05 7.4693271453725178e-05 -2.1680124873888593e-05 -1.2131328410511992e-06 5.7902876333173483e-05 8.0181835487721782e-05 7.4940815466106869e-05 -6.740537701261928e-05 2.3327231193688086e-06 -2.6267422318180831e-05 -3.3173971280034281e-05 -8.3096809903508996e-05 -2.6400637433352994e-07
leaf_weight=23 20 20 35 25 36 22 31 23 20 24 30 32 22 27 20 31 20 20 35 21 22 20 29 20 30 1075 129 21 20 1218
leaf_count=23 20 20 35 25 36 22 31 23 20 24 30 32 22 27 20 31 20 20 35 21 22 20 29 20 30 1075 129 21 20 1218
internal_value=0 -8.39695e-06 -1.44221e-05 5.3519e-07 -3.73638e-06 -1.30784e-05 -6.90578e-07 1.47711e-05 1.40341e-07 2.69003e-05 -2.70633e-07 -2.7114e-05 3.23119e-07 1.86725e-05 -2.22914e-07 -8.57144e-06 2.4787e-07 3.15565e-05 -2.22937e-07 -1.74486e-05 -5.12145e-05 1.71409e-05 3.31868e-07 3.96431e-06 1.76385e-06 3.6589e-06 -2.64176e-06 3.25724e-05 -3.92977e-06 -2.75431e-06
internal_weight=0 187 167 2934 147 112 90 59 2909 44 2865 62 2803 81 2722 54 2700 40 2660 83 42 41 2577 1160 1125 1095 1417 50 1367 1347
internal_count=3121 187 167 2934 147 112 90 59 2909 44 2865 62 2803 81 2722 54 2700 40 2660 83 42 41 2577 1160 1125 1095 1417 50 1367 1347
is_linear=0
shrinkage=0.1


Tree=4231
num_leaves=31
num_cat=0
split_feature=10 0 15 1 33 45 142 2 39 39 39 47 48 1374 2 1 9 43 130 130 4 401 42 2 52 15 40 131 0 15
split_gain=1.44075e-06 9.88209e-06 9.96945e-06 5.92475e-06 2.97715e-06 1.70905e-06 3.01434e-06 1.54307e-06 2.46795e-06 4.20116e-06 3.44264e-06 2.0422e-06 2.2173e-06 6.02015e-06 2.12602e-06 4.28127e-06 5.58725e-06 1.94061e-06 3.99129e-06 8.71848e-06 9.82622e-06 5.96963e-06 9.55847e-06 2.6146e-05 7.62492e-06 5.36708e-06 3.92988e-06 3.24709e-06 3.7937e-06 3.1759e-06
threshold=-0.011559999999999999 -0.10224499999999999 -0.10324499999999999 0.10022000000000002 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 0.15609500000000001 0.11536 0.10940500000000002 0.10484500000000001 0.13148500000000005 0.12879500000000002 -0.26569999999999994 0.14445500000000003 0.13820500000000002 -0.013509999999999999 -0.095589999999999994 0.085235000000000019 0.098730000000000026 -0.085409999999999986 0.080710000000000018 0.088795000000000013 0.090425000000000019 0.092965000000000006 -0.047714999999999987 -0.083564999999999987 0.023795 -0.079829999999999998 0.090750000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 6 -6 8 9 10 11 12 13 -8 15 16 -15 18 21 20 -20 22 24 -24 27 -22 -19 29 -29 -18
right_child=4 2 3 -5 5 -7 7 -9 -10 -11 -12 -13 -14 14 -16 -17 17 26 19 -21 25 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-6.6684996960248094e-05 3.2884974695792026e-05 4.5447959200828338e-05 -6.5579334896028745e-05 1.364996909941487e-06 3.7266142267485111e-05 -2.153215086132655e-05 5.2284756516614425e-05 2.1290127070267985e-05 -2.4202131243371351e-05 4.3746672087184962e-05 -4.1464060723228618e-05 2.3836624433847142e-05 -2.5145435117467841e-05 3.893052724177122e-05 2.2940600609171014e-05 -4.2622929034526656e-05 2.1364987021630251e-05 -3.8391287282514704e-05 9.5938377611067471e-05 -1.2971654247616413e-05 4.9810979676708076e-05 -4.3538666187518618e-05 -1.965697361551325e-05 0.00012795181925563765 -6.4566776054562075e-05 -2.1765001656604001e-05 -1.3398273102195578e-06 -4.188314138446004e-05 1.4343337388709189e-05 -2.342151377888513e-05
leaf_weight=25 28 36 20 39 22 36 22 34 42 22 20 36 35 36 39 24 76 29 24 43 22 29 28 21 20 20 2223 30 20 20
leaf_count=25 28 36 20 39 22 36 22 34 42 22 20 36 35 36 39 24 76 29 24 43 22 29 28 21 20 20 2223 30 20 20
internal_value=0 -1.07446e-05 3.97658e-06 -2.1328e-05 4.29636e-07 1.23969e-07 3.89416e-07 1.11101e-07 -1.38842e-07 2.17149e-07 -1.22805e-07 1.72807e-07 -1.3574e-07 1.85368e-07 -2.38518e-07 -5.77725e-07 -1.9564e-07 -7.36347e-07 6.1575e-06 2.20668e-05 4.48949e-05 -9.49519e-07 4.79506e-06 4.36039e-05 -6.66057e-06 1.57272e-05 -1.81696e-06 1.27179e-06 -1.93925e-05 1.20345e-05
internal_weight=0 120 95 59 3001 2973 2937 2915 2881 2839 2817 2797 2761 2726 2704 2665 2641 2605 353 109 66 244 215 49 166 42 2252 146 50 96
internal_count=3121 120 95 59 3001 2973 2937 2915 2881 2839 2817 2797 2761 2726 2704 2665 2641 2605 353 109 66 244 215 49 166 42 2252 146 50 96
is_linear=0
shrinkage=0.1


Tree=4232
num_leaves=31
num_cat=0
split_feature=11 142 148 147 147 147 12 2 2 45 1428 473 16 16 2 159 12 156 13 12 133 51 12 42 12 42 2 1429 484 42
split_gain=1.4329e-06 1.41239e-06 1.60424e-06 2.63066e-06 4.13163e-06 3.30579e-06 1.93077e-06 4.81743e-06 2.17873e-06 1.72689e-06 2.15325e-06 4.75246e-06 2.1732e-06 1.59338e-05 3.7857e-06 4.98467e-06 8.38365e-06 7.49517e-06 4.74136e-06 7.75005e-06 1.20351e-05 1.67894e-05 5.74234e-06 5.68208e-06 5.362e-06 1.04346e-05 6.23652e-06 6.65466e-06 1.20914e-05 7.62454e-06
threshold=-0.072629999999999986 -0.057499999999999989 0.099425000000000013 0.097985000000000017 0.092070000000000013 0.090335000000000013 0.23631000000000002 0.31358000000000003 0.17760500000000004 0.084355000000000013 -0.071779999999999997 -1.0000000180025095e-35 0.0013750000000000001 -1.0000000180025095e-35 0.13404500000000005 0.10545500000000001 0.091200000000000017 0.094150000000000011 0.10935500000000002 0.098810000000000023 0.098785000000000012 -0.057604999999999996 0.097145000000000023 0.096450000000000022 0.094225000000000017 0.093655000000000002 0.11144000000000001 0.084885000000000002 0.08660000000000001 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 9 10 -3 -12 13 -13 15 18 17 -17 19 22 21 -21 23 24 26 -26 27 28 -14 -29
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 -11 11 12 14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-2.603345360728868e-05 -2.5071184428136145e-05 -2.4833615359110646e-05 2.5585464143659918e-05 -2.9824860958514962e-05 3.9380863812833992e-05 -3.9449910140579704e-05 -2.984880815823826e-05 4.5200727079948895e-05 -2.9791007940123866e-05 2.1640861041305472e-05 4.9056793177442169e-05 6.5359872818192025e-07 -1.4711986956542138e-05 6.8703644709395512e-05 1.9165572789901373e-05 -0.00010141207511134615 9.880708623515806e-07 -1.6827901217766338e-05 2.7105637564865054e-05 -1.6955625593958933e-05 1.3487292904535548e-05 -0.00013276102919397611 4.6730506589180254e-05 -3.9939535847038201e-05 -5.1848097240615649e-06 8.4469451896785326e-05 -4.813971487844053e-05 6.0638458088600172e-05 5.601086482379793e-05 -1.2978129734619871e-05
leaf_weight=21 22 34 25 29 27 21 21 24 24 38 20 2035 231 35 62 22 45 20 47 31 33 21 24 39 34 21 30 34 27 24
leaf_count=21 22 34 25 29 27 21 21 24 24 38 20 2035 231 35 62 22 45 20 47 31 33 21 24 39 34 21 30 34 27 24
internal_value=0 1.7636e-07 3.56816e-07 1.50227e-07 4.37687e-07 8.68475e-08 3.65837e-07 5.8056e-07 2.15195e-07 4.62925e-07 1.82422e-07 4.82438e-07 1.37327e-07 1.8042e-06 -4.49413e-06 -6.64186e-06 -2.90018e-05 -6.11339e-05 -3.3779e-06 -5.9876e-06 -3.37474e-05 -6.37232e-05 -9.02305e-07 -3.50046e-06 4.34921e-08 2.90468e-05 -4.56686e-06 -4.302e-07 -7.31076e-06 3.01764e-05
internal_weight=0 3100 3078 3053 3024 2997 2976 2955 2931 2907 2869 2835 2815 2070 745 683 87 42 596 549 85 52 464 440 401 55 346 316 258 58
internal_count=3121 3100 3078 3053 3024 2997 2976 2955 2931 2907 2869 2835 2815 2070 745 683 87 42 596 549 85 52 464 440 401 55 346 316 258 58
is_linear=0
shrinkage=0.1


Tree=4233
num_leaves=31
num_cat=0
split_feature=402 402 401 1209 42 1209 1210 1208 1208 403 0 403 403 2 2 157 4 2 13 1447 15 2 2 4 4 1375 49 4 393 160
split_gain=1.40196e-06 2.04102e-06 1.73954e-06 1.66132e-06 1.0264e-05 3.89054e-06 1.46136e-06 1.84863e-06 2.9127e-06 1.78e-06 1.30998e-05 3.01416e-06 3.15901e-06 1.72193e-06 6.80627e-06 6.739e-06 9.00241e-06 6.50427e-06 9.87385e-06 7.17164e-06 6.50128e-06 2.40692e-05 5.98165e-06 1.5467e-05 2.05942e-05 1.09603e-05 6.775e-06 7.454e-06 6.40206e-06 5.61096e-06
threshold=0.31278000000000006 0.15960500000000002 0.13571500000000003 -0.085894999999999985 0.087505000000000013 -0.069599999999999981 -0.090009999999999993 0.11846000000000001 0.10480500000000002 -0.52445499999999989 -0.086234999999999992 -0.44023999999999991 -0.41825499999999993 0.088125000000000023 0.088930000000000023 -0.077849999999999989 -0.078439999999999996 0.089775000000000008 -1.0000000180025095e-35 0.0071200000000000005 0.024640000000000006 0.091545000000000015 0.087545000000000026 -0.0086549999999999978 -0.043364999999999994 -0.15308499999999997 0.092185000000000017 0.0012600000000000003 0.10856500000000001 -0.55248999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 8 9 10 -8 -11 -13 22 15 -15 -17 18 -16 20 -19 -22 25 24 -24 -14 28 -28 29 -27
right_child=-2 -3 -4 5 -6 6 7 -9 -10 11 -12 12 13 14 17 16 -18 19 -20 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=3.0315561750848289e-05 2.5750900273297228e-05 -3.2016660261433573e-05 2.7430767134161296e-05 3.4251989663144656e-05 -6.7424502082179648e-05 -2.0023321759573583e-05 7.9408958044950863e-05 2.9538713351939806e-05 -3.8268908338068289e-05 -3.0326530390029254e-05 -3.1250436554926087e-05 3.6197454028297217e-05 -6.6310728061580446e-05 1.8566530239435714e-05 3.0410581101792697e-06 -2.1390263310212716e-06 -7.9360349042663844e-05 1.5858498897569143e-07 8.0584100262607691e-05 5.1617444091789368e-05 -9.5893415848823853e-05 -6.1732201835008206e-06 1.3334587134415737e-05 -2.6198903739868638e-05 0.00014121823627647246 4.5283448651809104e-05 8.3500552102036421e-05 -1.8020079960479053e-06 4.776671140851769e-05 -1.7129022277618842e-06
leaf_weight=21 21 20 23 33 22 37 20 21 20 33 23 24 24 21 52 26 36 1023 24 24 34 248 34 33 20 26 21 20 28 1109
leaf_count=21 21 20 23 33 22 37 20 21 20 33 23 24 24 21 52 26 36 1023 24 24 34 248 34 33 20 26 21 20 28 1109
internal_value=0 -1.74441e-07 3.23263e-08 -1.73812e-07 -1.9691e-05 1.04635e-07 -2.7338e-07 -2.51641e-08 -2.37563e-07 2.44513e-08 2.0219e-05 -2.79174e-07 7.15735e-08 -2.37745e-07 -2.56776e-06 -3.03939e-05 -4.69772e-05 -9.23936e-07 2.75283e-05 -2.551e-06 -3.5472e-06 -1.69905e-05 2.3988e-06 2.77377e-05 6.06989e-05 6.03618e-07 1.93746e-06 4.18895e-05 5.29002e-07 -6.36334e-07
internal_weight=0 3100 3080 3057 43 3014 2981 2944 2923 2903 43 2860 2827 2803 1488 83 62 1405 76 1329 1305 282 1315 87 54 1228 1204 41 1163 1135
internal_count=3121 3100 3080 3057 43 3014 2981 2944 2923 2903 43 2860 2827 2803 1488 83 62 1405 76 1329 1305 282 1315 87 54 1228 1204 41 1163 1135
is_linear=0
shrinkage=0.1


Tree=4234
num_leaves=31
num_cat=0
split_feature=132 393 1203 0 3 13 12 2 2 4 1 121 39 12 33 12 9 8 123 2 40 123 0 475 16 149 14 158 49 51
split_gain=1.35676e-06 7.83264e-06 4.11072e-06 1.40344e-06 7.31556e-06 1.49909e-05 8.79262e-06 1.03992e-05 3.1304e-06 8.70281e-06 2.82231e-06 4.21755e-06 2.63253e-06 6.51613e-06 4.11745e-06 2.19531e-06 4.94075e-06 5.06619e-06 1.89488e-06 3.78275e-06 5.34182e-06 4.22606e-06 2.40102e-06 1.98967e-06 3.44406e-06 1.96491e-06 2.32894e-06 6.64227e-06 2.17137e-06 9.01867e-06
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 0.10455500000000001 -0.098469999999999988 -0.055129999999999992 0.098330000000000015 0.10855000000000002 0.10005000000000001 -0.50427999999999995 0.16540500000000002 -0.094339999999999993 -1.0000000180025095e-35 -0.029094999999999999 -0.009184999999999997 0.12757000000000002 0.09055500000000001 0.092550000000000007 0.086445000000000008 0.13404500000000005 -0.07632499999999999 0.088610000000000008 -0.064754999999999993 -0.24039999999999997 0.6352000000000001 0.080895000000000009 -0.31455999999999995 -0.47382999999999992 -0.079429999999999987 0.092545000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 10 6 -6 7 8 -5 -10 11 -2 13 -13 -14 16 18 -18 23 20 21 -20 -21 -16 25 26 -25 -28 29 -29
right_child=1 -3 -4 4 5 -7 -8 -9 9 -11 -12 12 14 -15 15 -17 17 -19 19 22 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-2.4710170136807929e-06 -4.2250900934178671e-05 6.1427686216033873e-05 -4.4103884418426015e-05 -1.7762896357453428e-05 -0.00010779151474707762 2.5719354084685621e-06 5.7785449025686835e-05 -6.8986675151708446e-05 -1.6471432776267068e-05 7.4672537894002742e-05 3.6350893556531945e-05 -1.0024310759035872e-05 -4.1785577195696533e-05 6.553608996866734e-05 -2.4112117376540893e-05 -2.6182648895580011e-05 6.9739748947280784e-05 2.4836519211627701e-06 -3.9143817062722521e-05 -1.2561855850356592e-05 -6.845236154428373e-05 1.6960438953337244e-05 3.2652615224530261e-05 2.6016778807197148e-05 4.0769457568372178e-05 -1.7660182235307398e-05 -5.632045555103105e-05 2.2351798818850253e-05 6.8896660830180757e-07 -4.3995555855265897e-05
leaf_weight=195 23 21 27 25 20 32 25 22 22 20 22 25 23 21 31 30 21 24 25 23 21 29 24 38 22 55 20 140 2071 24
leaf_count=195 23 21 27 25 20 32 25 22 22 20 22 25 23 21 31 30 21 24 25 23 21 29 24 38 22 55 20 140 2071 24
internal_value=0 5.76978e-07 -7.53447e-06 1.32967e-07 -8.79272e-06 -3.98755e-05 5.38541e-06 -9.33371e-06 1.02538e-05 2.69305e-05 6.79303e-07 3.87565e-07 7.55276e-07 2.44707e-05 3.39058e-07 7.11986e-07 1.02618e-06 3.38698e-05 4.40379e-07 -1.17172e-05 -2.56566e-05 -9.01375e-06 1.05264e-05 1.05813e-06 1.38736e-06 1.01837e-06 1.46639e-06 1.05268e-06 1.56609e-06 1.26424e-05
internal_weight=0 2899 222 2878 166 52 114 89 67 42 2712 2690 2667 46 2621 2598 2568 45 2523 122 75 54 47 2401 2370 2348 2293 2255 2235 164
internal_count=3121 2899 222 2878 166 52 114 89 67 42 2712 2690 2667 46 2621 2598 2568 45 2523 122 75 54 47 2401 2370 2348 2293 2255 2235 164
is_linear=0
shrinkage=0.1


Tree=4235
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 13 15 13 130 2 39 12 11 9 13 10 39 9 402 15 42 4 158 1427 156 11 12 12 12 1
split_gain=1.54171e-06 4.21569e-05 2.37997e-05 8.475e-06 1.45192e-06 1.72025e-06 1.81814e-06 1.39759e-06 1.85233e-05 8.59046e-06 4.668e-06 2.4748e-06 2.00083e-06 3.79805e-06 6.59533e-06 5.32856e-06 1.14714e-05 3.79986e-06 1.99538e-06 1.91141e-06 1.86849e-06 1.67435e-06 2.70379e-06 2.05077e-06 1.98913e-06 3.02682e-06 3.19036e-06 6.58138e-06 6.56897e-06 3.38321e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.054800000000000008 0.090325000000000003 0.24813000000000004 -0.23123999999999997 0.31765000000000004 0.098220000000000016 0.090995000000000006 -0.011194999999999998 0.092235000000000011 -0.039649999999999998 0.0036750000000000007 0.087880000000000014 0.086220000000000005 0.31278000000000006 0.19724500000000003 -0.11466499999999999 0.51388000000000011 0.095525000000000013 0.094435000000000005 0.3248100000000001 0.077415000000000012 0.089300000000000004 0.094070000000000015 0.085565000000000016 0.10325000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 8 -4 12 11 -9 -10 15 -15 17 -17 18 19 21 -13 23 -23 24 25 -14 28 -28 -27 -29
right_child=2 -3 7 -5 -6 -7 -8 10 9 -11 -12 20 13 14 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=-3.0384233430563295e-06 -0.00010422530222885225 0.00014281158142867277 9.4149169412308518e-05 -6.7918905187980272e-05 2.543150190571656e-05 -2.7207593181325747e-05 2.9671925731236118e-05 2.3901296137612208e-05 2.9109530260029715e-05 -6.3840230688497071e-05 -5.46767852370067e-05 4.6166342071956029e-06 -7.3701255690054628e-07 9.8976771455671137e-06 -6.935675714668746e-05 9.1256218238413569e-05 -9.480001496670481e-06 -4.2380460737539196e-05 3.1792940617378918e-05 2.3998191511164999e-05 -3.5342186277954502e-05 -3.8215633663514447e-05 8.2745765336188607e-06 3.0538652159024922e-05 -3.0063284959231335e-05 3.4654469418455852e-05 7.6608276685874444e-05 -2.2017818143164428e-05 -3.3302751856381563e-05 2.6423224944269552e-05
leaf_weight=113 22 21 21 20 21 24 20 27 24 21 20 25 2318 21 21 20 26 21 20 33 22 29 22 22 22 25 20 21 33 46
leaf_count=113 22 21 21 20 21 24 20 27 24 21 20 25 2318 21 21 20 26 21 20 33 22 29 22 22 22 25 20 21 33 46
internal_value=0 8.0906e-06 -6.10565e-07 -6.19799e-06 7.36944e-07 -2.56615e-06 1.88043e-06 1.80937e-07 5.85574e-07 -1.25035e-07 -1.18118e-05 -2.2672e-07 3.62581e-07 1.08932e-07 -2.97295e-05 5.76899e-07 3.43184e-05 -1.28076e-08 3.27951e-07 8.50719e-08 -1.40875e-05 -2.23424e-07 -1.8161e-05 1.41481e-07 -1.27628e-07 1.39763e-07 1.41561e-05 2.62674e-05 -4.01085e-06 1.12402e-05
internal_weight=0 219 2902 198 178 157 133 2880 2786 2765 94 74 2744 2720 42 2678 46 2632 2611 2591 47 2558 51 2507 2485 2463 145 87 58 67
internal_count=3121 219 2902 198 178 157 133 2880 2786 2765 94 74 2744 2720 42 2678 46 2632 2611 2591 47 2558 51 2507 2485 2463 145 87 58 67
is_linear=0
shrinkage=0.1


Tree=4236
num_leaves=31
num_cat=0
split_feature=130 121 11 33 34 30 9 3 10 16 15 2 130 394 4 1204 1203 133 403 16 43 133 133 133 1208 403 133 1209 403 403
split_gain=1.94387e-06 4.81624e-06 1.72203e-06 1.87648e-06 1.78228e-06 2.37034e-06 1.73384e-06 8.32681e-06 1.64394e-06 2.95374e-05 1.8246e-05 1.75227e-06 1.54347e-06 1.87229e-06 3.98106e-06 1.38593e-06 1.95892e-06 1.53991e-06 8.56878e-06 6.65134e-06 5.43315e-06 4.36018e-06 1.62746e-06 3.58037e-06 3.97997e-06 3.72668e-06 4.23457e-06 3.08982e-06 1.38536e-05 6.02967e-06
threshold=-0.23647499999999996 -0.088279999999999983 -0.072629999999999986 -0.044254999999999996 -0.097449999999999981 0.09538000000000002 0.091600000000000015 -0.13309499999999996 -0.0093599999999999985 -0.056919999999999991 -0.094549999999999981 -0.080614999999999978 -0.14628999999999995 0.013605000000000001 -0.082349999999999993 0.058775000000000008 -1.0000000180025095e-35 0.51114000000000004 -0.44023999999999991 -0.062804999999999986 0.05259500000000001 0.5012700000000001 0.41553500000000004 0.40945500000000007 0.10383000000000002 -0.53960999999999981 0.26753000000000005 -0.084629999999999997 -0.0047449999999999992 -0.23730999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 8 -8 9 10 -6 -10 -13 15 -15 16 -14 21 -19 20 -20 22 23 24 25 -18 27 28 -27 -29
right_child=1 2 3 4 5 -7 7 -9 11 -11 -12 12 13 14 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-3.1075778097147128e-05 4.3914995636896496e-05 -2.9402359068626541e-05 3.0566867862944492e-05 2.5904989755732601e-05 -9.910661392495968e-05 -3.4701508157013449e-05 2.8452733313315549e-05 -5.811590322218763e-05 -2.8363365080704995e-05 9.8840448468022439e-05 2.2590021840837189e-05 -2.5284861582501135e-05 2.8505537295586694e-05 -1.1151960643474013e-05 5.0492984105817009e-05 -2.5726783704677862e-05 3.2070368120508248e-05 -5.8075684676717579e-05 2.5445051978749688e-05 5.3634866205919975e-05 -4.3321572889841198e-05 4.5650402448483791e-05 -2.7824737827315751e-05 3.3368753128115715e-05 -3.7784073265356716e-05 7.3005861109036395e-05 -3.5385134683832908e-05 -4.734774948802725e-05 -3.3896342988141858e-05 1.7530170465068984e-07
leaf_weight=20 25 20 20 26 22 20 20 25 22 27 28 24 24 20 22 21 36 29 20 21 27 21 21 32 28 27 34 27 22 2390
leaf_count=20 25 20 20 26 22 20 20 25 22 27 28 24 24 20 22 21 36 29 20 21 27 21 21 32 28 27 34 27 22 2390
internal_value=0 2.00431e-07 -1.54857e-07 3.65535e-08 -1.64568e-07 -3.89754e-07 -1.60244e-07 -1.9641e-05 1.37424e-07 1.45567e-05 -3.09565e-05 -2.49705e-07 -3.23822e-08 1.8238e-07 2.11382e-05 -1.34219e-07 6.05774e-08 -1.89031e-07 -1.25633e-05 6.84633e-06 -1.40592e-05 2.65976e-07 -9.82095e-08 1.26081e-07 -2.88805e-07 1.25181e-07 -3.3483e-07 1.48427e-07 2.5009e-05 -3.55572e-07
internal_weight=0 3101 3076 3056 3036 3010 2990 45 2945 77 50 2868 2846 2822 42 2780 2759 2735 97 68 47 2638 2617 2596 2564 2536 2500 2466 49 2417
internal_count=3121 3101 3076 3056 3036 3010 2990 45 2945 77 50 2868 2846 2822 42 2780 2759 2735 97 68 47 2638 2617 2596 2564 2536 2500 2466 49 2417
is_linear=0
shrinkage=0.1


Tree=4237
num_leaves=31
num_cat=0
split_feature=130 10 2 40 4 10 4 33 45 142 31 40 4 12 15 2 0 2 2 15 402 52 47 15 13 160 43 150 453 15
split_gain=1.57453e-06 4.5659e-06 4.80094e-06 3.20846e-06 2.98267e-06 2.25753e-06 1.49857e-05 2.37168e-06 1.68731e-06 2.96724e-06 1.72227e-06 3.83094e-06 1.84389e-06 1.59169e-06 1.71536e-06 7.37213e-06 2.51151e-05 6.93382e-06 4.69473e-06 5.45158e-06 9.87369e-06 4.90724e-06 4.72547e-06 6.62571e-06 5.4717e-06 8.55187e-06 4.35548e-06 3.43786e-06 3.49218e-06 3.37391e-06
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 0.63113500000000011 -0.011559999999999999 0.053180000000000012 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.081369999999999984 0.59999500000000017 -0.14757499999999998 -0.10203999999999998 0.081135000000000013 -0.09595999999999999 -1.0000000180025095e-35 0.084855000000000014 -0.11033999999999998 0.087880000000000014 -0.21968999999999997 0.085770000000000027 -0.42198999999999992 -0.117405 0.085045000000000023 -0.050459999999999998 -0.088479999999999989 0.086430000000000021 -0.096999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -7 9 -9 11 -11 13 -12 15 16 -15 -16 -17 20 21 -20 23 -23 -25 -26 -24 28 -19 -29
right_child=1 3 -4 4 -6 7 -8 8 -10 10 12 -13 -14 14 17 18 -18 27 19 -21 -22 22 26 24 25 -27 -28 29 -30 -31
leaf_value=-2.7968197755399161e-05 -6.4415317389094044e-08 -3.9217017460725317e-05 6.8394559011721877e-05 -6.7468461435282737e-05 3.5118967677287101e-05 2.9633954842143729e-05 2.8574005612867814e-05 3.6712918418660679e-05 -2.1656106261818623e-05 5.963879303950447e-06 -2.0680067029536224e-05 -5.2250454491229451e-05 2.7759878715490535e-05 0.00012650326633385184 -5.9431171830510718e-05 -4.6336127870745261e-05 -1.1104807006429636e-05 1.2487024866492937e-06 -3.3885290122270817e-05 -3.5360351307645037e-05 -5.9355158909966122e-05 1.2726010381039437e-06 2.6404390297790777e-05 1.4883813678677275e-06 8.7552094409813576e-05 1.3681224314495921e-05 -1.8134640453758444e-05 -2.8612655907721111e-05 5.4274507467356591e-05 -3.3663161566671345e-07
leaf_weight=20 21 21 20 32 24 27 33 22 36 26 37 20 24 21 20 20 36 27 20 32 20 53 37 21 42 25 54 43 23 2264
leaf_count=20 21 21 20 32 24 27 33 22 36 26 37 20 24 21 20 20 36 27 20 32 20 53 37 21 42 25 54 43 23 2264
internal_value=0 1.80384e-07 3.33302e-05 -2.63781e-07 5.39265e-09 -2.74118e-07 -1.87084e-05 1.32062e-07 -1.4045e-07 1.27844e-07 -1.53089e-07 -1.93467e-05 1.6011e-07 -7.68832e-08 1.99519e-07 6.42873e-06 3.95929e-05 -7.98937e-07 5.94295e-07 3.68182e-06 8.27502e-06 1.36425e-05 1.77397e-05 2.92051e-05 4.60281e-05 5.99883e-05 -2.53642e-08 -3.01421e-07 2.56406e-05 -8.63666e-07
internal_weight=0 3101 41 3060 3039 3015 65 2950 2923 2887 2865 46 2819 2795 2758 381 57 2377 324 304 272 252 232 141 88 67 91 2357 50 2307
internal_count=3121 3101 41 3060 3039 3015 65 2950 2923 2887 2865 46 2819 2795 2758 381 57 2377 324 304 272 252 232 141 88 67 91 2357 50 2307
is_linear=0
shrinkage=0.1


Tree=4238
num_leaves=31
num_cat=0
split_feature=132 1185 1203 40 130 40 51 51 4 48 51 48 12 50 10 4 0 51 51 12 51 51 51 51 4 16 16 3 14 148
split_gain=1.39464e-06 9.77787e-06 5.73607e-06 1.37809e-06 5.0935e-06 3.68057e-06 1.62633e-06 4.29874e-06 3.2733e-06 6.74382e-06 6.82523e-06 5.3661e-06 4.19887e-06 5.47099e-06 2.56039e-06 9.46704e-06 3.72031e-05 1.9168e-05 4.01521e-06 2.6259e-05 4.08748e-06 2.38018e-06 6.93018e-06 5.73491e-06 2.6623e-05 3.65621e-06 1.13355e-05 4.41553e-06 5.54796e-06 4.4606e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.24620999999999996 -0.22699999999999995 -0.15322999999999998 0.10501000000000001 0.11218000000000002 0.033845000000000007 0.10096000000000001 0.14330000000000001 0.087310000000000013 0.093535000000000021 0.10917 -0.011559999999999999 0.053180000000000012 -0.10011499999999998 0.080335000000000018 0.093135000000000009 0.088245000000000004 0.091000000000000011 0.08955500000000001 0.087505000000000013 0.078435000000000019 -0.07958999999999998 0.0013750000000000001 -1.0000000180025095e-35 -0.16726499999999997 0.078235000000000013 0.085390000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 14 -8 9 11 -11 12 13 -9 15 17 -17 -7 20 -20 21 22 23 25 -25 26 27 -16 29 -29
right_child=1 3 -4 4 5 6 7 8 -10 10 -12 -13 -14 -15 18 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-1.6576284717291112e-06 6.8573194273215322e-05 2.6247190298818171e-05 -5.083716498996148e-05 -4.8025448168945418e-05 4.1987035887186292e-05 -0.00011673441920059057 4.0762557471359345e-05 6.0127604857977224e-05 -2.5481818239703514e-05 8.3001004135699731e-05 4.9372177879073817e-06 -4.3234763938084212e-05 -1.9991547968537498e-05 1.1302642464237934e-08 3.623144183731367e-05 0.00011809591464952974 -5.9189651437918656e-05 1.5271151245211843e-05 -7.864023389533701e-05 4.8986131995271926e-05 4.4430242442537014e-05 -2.835583471660984e-05 5.5092338288886826e-05 -0.00011678850580990134 4.0624805776381189e-05 -5.3744186686236561e-06 6.4155919020170889e-05 1.5368321521652739e-06 -3.7521210464951262e-05 4.6901927841893422e-05
leaf_weight=195 21 20 27 22 21 22 34 24 35 21 24 27 37 41 37 20 29 22 38 28 21 29 23 21 22 707 30 1465 36 22
leaf_count=195 21 20 27 22 21 22 34 24 35 21 24 27 37 41 37 20 29 22 38 28 21 29 23 21 22 707 30 1465 36 22
internal_value=0 5.8497e-07 -7.63892e-06 8.88778e-08 -9.41755e-08 2.77647e-07 -3.35067e-08 7.78633e-06 2.42177e-06 8.03457e-06 4.1367e-05 -3.59302e-06 6.90038e-06 2.22081e-05 -7.72317e-07 -1.70621e-05 1.31718e-05 -5.07316e-05 -1.61204e-07 -2.44957e-05 5.04389e-07 1.18753e-07 4.68208e-07 -6.86957e-08 -3.62515e-05 6.08648e-07 3.26904e-06 2.09814e-06 1.2689e-06 2.208e-06
internal_weight=0 2899 222 2878 2858 2836 2815 243 209 174 45 129 102 65 2572 93 49 44 2479 66 2413 2392 2363 2340 43 2297 1590 1560 1523 1487
internal_count=3121 2899 222 2878 2858 2836 2815 243 209 174 45 129 102 65 2572 93 49 44 2479 66 2413 2392 2363 2340 43 2297 1590 1560 1523 1487
is_linear=0
shrinkage=0.1


Tree=4239
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 130 1 9 10 9 9 45 1373 52 1427 16 1427 157 150 1371 49 157 1374 1 51 150 147 448 150 3 52
split_gain=1.46837e-06 4.15103e-05 2.30676e-05 8.74217e-06 1.62676e-06 2.64191e-06 1.61738e-06 2.43726e-06 1.23504e-05 3.11335e-06 1.9461e-06 1.4821e-06 9.80403e-06 2.06404e-06 8.72091e-06 2.87586e-06 1.96648e-06 1.48501e-05 1.12517e-05 5.67658e-06 1.42889e-05 4.49786e-06 4.42237e-06 3.98521e-06 3.47588e-06 5.12419e-06 3.36069e-06 3.04869e-06 1.1239e-05 8.44442e-06
threshold=-0.083284999999999984 0.10450500000000001 0.12358500000000001 0.089480000000000018 -0.23123999999999997 0.16540500000000002 -0.087824999999999986 0.053330000000000009 0.092410000000000006 0.08925000000000001 0.094030000000000016 0.081220000000000014 -0.023194999999999997 0.089335000000000012 0.057265000000000003 0.078535000000000008 -0.087184999999999985 0.093200000000000019 0.083235000000000017 0.08610000000000001 -0.10151999999999999 0.078255000000000005 0.10337500000000001 0.307425 0.12820000000000001 0.097985000000000017 1.0000000180025095e-35 0.098740000000000008 0.092670000000000016 -0.016329999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 6 -6 9 -9 10 11 13 -13 15 -15 16 17 19 21 20 22 24 23 -8 25 26 27 -18 29 -29
right_child=2 -3 -4 -5 5 -7 7 8 -10 -11 -12 12 -14 14 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=1.0997767627485341e-06 2.8567544832185375e-05 0.00014522652796586044 -0.0001076206108336919 -6.8610136804636571e-05 2.2582349993172104e-05 -3.3090597526097554e-05 5.9418232003736195e-05 -6.2404723786357868e-05 2.8536881408009712e-05 3.1919757713049263e-05 -2.3047257514008379e-05 2.2175954214425906e-05 -5.0141034240073789e-05 7.0102627635259561e-05 -1.3919901684857905e-05 -2.6586728180961637e-05 9.8304548778746567e-07 8.9834228648604561e-05 -5.9757207170532049e-05 3.4106774304139735e-05 -8.8828450035407524e-05 4.4890721746133242e-05 -2.611903588694986e-05 -1.6170449350244348e-06 4.000929261978441e-05 -4.0310491526578254e-05 3.8654106866369662e-05 5.7113829063295968e-05 -7.1753234294225909e-05 -2.0865449085072106e-05
leaf_weight=179 20 20 20 20 32 24 20 32 28 31 36 38 37 21 30 39 2153 21 31 33 20 23 25 23 22 31 23 21 27 41
leaf_count=179 20 20 20 20 32 24 20 32 28 31 36 38 37 21 30 39 2153 21 31 33 20 23 25 23 22 31 23 21 27 41
internal_value=0 7.89583e-06 -5.95862e-07 -5.90624e-06 1.4685e-07 -5.17572e-08 2.27641e-07 -2.72951e-08 -1.99653e-05 4.0835e-07 4.8551e-08 3.58909e-07 -1.35004e-05 7.58083e-07 2.06776e-05 3.60161e-07 7.78192e-07 1.22089e-05 9.38885e-08 -1.26321e-06 -1.4527e-05 8.86449e-07 7.32642e-06 2.67715e-05 4.49823e-07 7.07691e-08 6.23449e-07 2.33304e-07 -1.79037e-05 5.54689e-06
internal_weight=0 219 2902 199 2882 2862 2838 2806 60 2746 2715 2679 75 2604 51 2553 2514 142 2372 121 88 2341 68 43 2318 2296 2265 2242 89 62
internal_count=3121 219 2902 199 2882 2862 2838 2806 60 2746 2715 2679 75 2604 51 2553 2514 142 2372 121 88 2341 68 43 2318 2296 2265 2242 89 62
is_linear=0
shrinkage=0.1


Tree=4240
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 132 0 12 12 16 1429 156 1428 448 447 160 484 483 1 2 2 42 3 43 42 4 52 0 15 1456 474
split_gain=1.36262e-06 8.70294e-06 4.23089e-06 2.02697e-06 1.62267e-06 2.14957e-06 2.24761e-06 4.86928e-06 1.75599e-06 1.35288e-06 4.92683e-06 2.32013e-06 1.32508e-06 3.9582e-06 1.48478e-06 6.53235e-06 5.97084e-06 5.5061e-06 1.5401e-05 8.29366e-06 7.03804e-06 9.07661e-06 6.62107e-06 6.46795e-06 4.4758e-06 7.31464e-06 2.86949e-06 3.97173e-06 2.58816e-06 3.34105e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.086059999999999984 -0.09515499999999999 0.11418000000000002 0.090285000000000018 -0.081299999999999983 -0.23752499999999996 0.32523500000000005 0.098365000000000022 0.068920000000000023 0.094005000000000019 0.086075000000000013 0.068975000000000009 -0.47356499999999996 0.11146500000000002 0.11177500000000001 0.10584500000000001 0.087745000000000004 -0.080934999999999993 -0.06984499999999999 0.08426500000000002 0.0049200000000000008 -0.080979999999999983 -0.082619999999999985 -0.09095499999999998 0.11510000000000002 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -7 -3 11 12 13 14 28 16 -16 18 19 20 23 -22 -19 24 25 26 27 -18 29 -11
right_child=1 9 -4 -5 -6 6 -8 -9 -10 10 -12 -13 -14 -15 15 -17 17 22 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.7568549107968342e-05 6.4720534664090905e-05 -2.5807776115698288e-05 -4.6303462020574672e-05 -3.1998383097483648e-05 2.2946462247221332e-05 -2.9895177263265045e-05 -3.5992394146415582e-05 3.6903141098382946e-05 4.9433746070185999e-06 1.3854100736952143e-06 4.9750409816624595e-05 -2.8700323517633869e-05 -2.5419672529096715e-05 3.6540010466220947e-05 -6.0352869348372967e-05 4.4013736386242884e-05 -1.5419353188744502e-05 -3.0888913897797466e-08 7.5392575718069571e-05 -6.7206406749226687e-05 8.207912361967828e-05 -4.3282962260784719e-06 -8.1400864692113837e-05 -6.3533230216318194e-05 2.6890776754236976e-05 -6.3584139206795959e-05 -2.5388525080382316e-05 4.4731613952140127e-05 3.0068759309263747e-05 -1.5471004783029046e-05
leaf_weight=37 21 20 25 21 28 39 26 23 23 2273 20 28 20 30 22 24 21 20 24 22 20 31 20 22 33 24 27 23 30 124
leaf_count=37 21 20 25 21 28 39 26 23 23 2273 20 28 20 30 22 24 21 20 24 22 20 31 20 22 33 24 27 23 30 124
internal_value=0 5.78224e-07 -7.55072e-06 -2.63286e-06 8.70983e-07 -3.30546e-06 -1.02635e-05 -2.39344e-06 -1.69712e-05 1.10194e-07 2.91566e-07 -5.69815e-08 2.28433e-07 4.1229e-07 1.95973e-08 -6.24206e-06 -1.01454e-05 -6.29677e-06 -7.22826e-07 -8.91462e-06 -2.53442e-06 2.9557e-05 -4.07159e-05 -1.34455e-05 -4.83667e-06 -1.58578e-05 2.75078e-07 1.60232e-05 8.78737e-07 5.13405e-07
internal_weight=0 2899 222 197 176 148 111 85 62 2878 2858 2838 2810 2790 2760 333 309 287 247 223 201 51 40 150 128 95 71 44 2427 2397
internal_count=3121 2899 222 197 176 148 111 85 62 2878 2858 2838 2810 2790 2760 333 309 287 247 223 201 51 40 150 128 95 71 44 2427 2397
is_linear=0
shrinkage=0.1


Tree=4241
num_leaves=31
num_cat=0
split_feature=132 1186 1185 52 4 403 399 0 130 132 13 4 13 16 51 120 4 12 16 16 13 16 0 4 1209 13 41 41 130 4
split_gain=1.46175e-06 4.24721e-05 2.29653e-05 3.73724e-06 2.0449e-06 3.70753e-06 3.88973e-06 2.66379e-06 2.61333e-06 2.74998e-06 1.33158e-06 3.62923e-06 3.20206e-06 6.64765e-06 2.39356e-06 2.29256e-06 3.73415e-06 2.11976e-06 2.35709e-06 1.26866e-05 3.05084e-05 1.02101e-05 1.20166e-05 7.8341e-06 6.23178e-06 2.14306e-05 5.14734e-06 7.25655e-06 4.74041e-06 1.05658e-05
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 -0.069999999999999993 -0.089609999999999981 0.088015000000000024 -0.075359999999999996 0.10923000000000001 -0.26631499999999991 -0.40078499999999995 -0.15289999999999995 -0.17933499999999997 -0.23935499999999996 0.090560000000000015 1.0000000180025095e-35 0.62736500000000006 -0.14757499999999998 -0.095094999999999985 -0.092484999999999984 -0.091559999999999989 -0.11227499999999999 -0.098289999999999975 -0.07958999999999998 -0.087714999999999987 -0.052719999999999996 0.08690500000000001 0.07831500000000001 0.089120000000000019 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -7 8 9 -6 11 -4 13 -12 -13 16 17 -14 21 20 -20 28 -23 -24 25 -21 27 -26 29 -19
right_child=2 -3 10 -5 7 6 -8 -9 -10 -11 12 14 15 -15 -16 -17 -18 18 19 24 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=1.8584784803628599e-05 -0.00010237676324322821 0.00013965859001142565 4.5196100154498714e-05 -4.0676754081557324e-05 4.0938713191280846e-05 -6.2423388191659585e-05 -4.5588655841409219e-06 4.0618344792164868e-05 -2.9511960697577292e-05 -5.0854536960139595e-06 1.3260563136182927e-05 -5.4554713837465644e-06 -3.0136290993339021e-05 -6.2841429811063196e-05 3.2290270261607172e-05 -3.0607137349155283e-05 4.0557707223876567e-05 4.2096945381379529e-05 3.3327709388686344e-05 9.7761095632729574e-05 -0.00012813676946097987 9.4600453359397274e-05 4.9343568874367831e-05 -2.2924917199513103e-05 -9.7258502827177806e-07 -3.3280705823320506e-05 -4.2706087948192424e-05 5.2212554846147008e-05 -4.2949848587644135e-05 -3.3247056620666629e-06
leaf_weight=23 22 22 24 28 20 21 26 20 22 37 22 84 23 24 21 24 23 59 22 26 25 26 30 30 1926 24 29 26 24 388
leaf_count=23 22 22 24 28 20 21 26 20 22 37 22 84 23 24 21 24 23 59 22 26 25 26 30 30 1926 24 29 26 24 388
internal_value=0 7.87801e-06 -5.94516e-07 -6.8386e-06 -1.23228e-06 -1.43139e-05 -3.04132e-05 8.01734e-06 -2.36084e-07 1.10634e-05 1.82987e-07 1.01127e-05 -2.82639e-07 -2.64448e-05 2.09368e-06 1.62264e-07 4.37708e-07 9.05445e-08 3.54384e-07 -1.19408e-06 -5.25577e-05 6.13125e-06 3.78159e-05 1.32093e-05 -5.46398e-09 3.4861e-05 -8.85487e-07 -2.64176e-07 3.4594e-07 2.67055e-06
internal_weight=0 219 2902 197 169 70 47 99 79 57 2880 129 2751 46 105 2705 2681 2658 2635 2078 47 557 86 60 2031 50 1981 1952 471 447
internal_count=3121 219 2902 197 169 70 47 99 79 57 2880 129 2751 46 105 2705 2681 2658 2635 2078 47 557 86 60 2031 50 1981 1952 471 447
is_linear=0
shrinkage=0.1


Tree=4242
num_leaves=31
num_cat=0
split_feature=1186 1186 2 52 3 394 394 1182 129 129 0 129 12 1204 0 399 12 0 1429 156 11 0 16 51 15 1428 4 1374 1371 16
split_gain=1.46986e-06 1.29003e-05 8.77082e-06 3.08727e-06 3.53275e-06 1.85039e-06 3.24707e-06 1.85514e-06 1.77526e-06 2.53461e-06 8.4723e-06 1.1932e-05 5.48716e-06 3.51115e-06 2.21357e-06 2.15072e-06 3.87915e-06 2.13999e-06 2.01184e-06 4.0266e-06 2.93276e-06 5.25894e-06 3.49951e-06 2.35611e-06 6.71957e-06 3.02446e-06 2.34707e-06 2.15742e-05 1.76333e-05 9.86989e-06
threshold=0.062435000000000011 1.0000000180025095e-35 0.084055000000000005 0.085815000000000016 -0.078244999999999995 -0.14169499999999999 -0.087044999999999997 0.086460000000000009 0.10532000000000001 0.085790000000000019 -0.069444999999999993 0.088375000000000023 0.090695000000000012 -0.098194999999999991 0.22582000000000002 -0.065739999999999979 0.089410000000000003 -0.074229999999999977 -0.23752499999999996 0.32523500000000005 0.092630000000000018 0.024095000000000002 0.6352000000000001 -0.44986999999999994 -0.068899999999999975 -0.070379999999999984 -0.0092149999999999992 0.087110000000000007 0.083235000000000017 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 -1 -7 8 9 13 11 -11 -13 -8 15 16 -15 -10 -17 20 22 -22 23 24 -20 -25 27 29 -28 -27
right_child=2 -3 3 -5 -6 6 7 -9 17 10 -12 12 -14 14 -16 18 -18 -19 19 -21 21 -23 -24 25 -26 26 28 -29 -30 -31
leaf_value=-2.6199395209982024e-05 -6.4629254484316331e-05 8.0441454629180965e-05 -3.2958148845604487e-05 3.5309826882993273e-05 1.8760304745228499e-05 3.2830800397884258e-05 -3.5529434798523396e-05 -2.7924449439827489e-05 -3.6236722117509685e-05 9.6831931932683809e-05 -3.8242106226486311e-05 -1.8143635053194075e-05 3.6694574546837012e-05 -1.0453054260107734e-05 -3.3082517948059834e-05 -3.1663032214055416e-05 4.7332707673866447e-05 6.2829299531586011e-06 1.9834386657748839e-05 4.4872630242025479e-05 7.0747682212431055e-07 -5.9582980390152206e-05 3.5511714025103305e-05 3.6464297369567923e-05 -5.8648752534888142e-05 -7.0865344096091579e-05 1.4562226351510122e-06 -0.0001056989150310983 8.0568383588076279e-05 -1.1759442956082936e-07
leaf_weight=27 24 20 28 23 25 30 28 24 29 20 24 36 37 21 20 20 26 20 20 20 39 23 28 23 24 20 989 20 29 1404
leaf_count=27 24 20 28 23 25 30 28 24 29 20 24 36 37 21 20 20 26 20 20 20 39 23 28 23 24 20 989 20 29 1404
internal_value=0 3.94834e-07 -1.1928e-05 4.71455e-06 -8.56265e-06 -1.38632e-07 9.79651e-08 -2.3559e-07 -8.00996e-09 3.14113e-07 1.47295e-05 2.83996e-05 9.65107e-06 -2.98308e-07 6.35675e-08 3.0855e-07 2.15135e-05 -1.88818e-05 -6.62659e-08 1.73194e-07 -1.68153e-07 -2.16583e-05 3.52923e-07 -3.634e-08 -2.29746e-05 3.6981e-07 3.26156e-08 -2.55983e-06 3.70991e-06 -1.11124e-06
internal_weight=0 3021 100 76 53 3001 2974 2944 2920 2871 117 93 73 2754 2726 2706 47 49 2659 2639 2619 62 2557 2529 44 2485 2462 1444 1018 1424
internal_count=3121 3021 100 76 53 3001 2974 2944 2920 2871 117 93 73 2754 2726 2706 47 49 2659 2639 2619 62 2557 2529 44 2485 2462 1444 1018 1424
is_linear=0
shrinkage=0.1


Tree=4243
num_leaves=31
num_cat=0
split_feature=156 475 1186 1186 2 2 2 129 394 1211 50 1 394 12 402 4 1210 1200 128 15 1212 1209 2 1213 42 1212 1212 43 2 15
split_gain=1.41938e-06 2.80068e-06 1.43495e-06 1.04579e-05 6.7788e-06 2.88038e-06 2.57748e-06 1.81362e-06 2.3344e-06 1.30756e-06 5.22431e-06 4.48113e-06 2.51241e-06 2.07168e-06 1.93493e-06 4.15055e-06 3.2349e-06 1.95466e-06 2.96106e-06 3.90849e-06 1.71476e-06 1.64088e-06 1.106e-05 5.69115e-06 1.53795e-05 2.80694e-06 1.14935e-05 1.11821e-05 8.08512e-06 2.53863e-06
threshold=0.3248100000000001 0.13528000000000004 0.062435000000000011 1.0000000180025095e-35 0.084055000000000005 0.088300000000000003 0.09358000000000001 -0.077709999999999987 -0.096774999999999986 0.087635000000000005 0.096900000000000014 0.087325000000000014 0.10448000000000002 0.087830000000000005 -0.45454999999999995 -0.080584999999999976 0.15724500000000002 0.089625000000000024 0.11059000000000001 -0.043924999999999992 0.11387000000000001 -0.084519999999999984 0.084245000000000014 0.10210000000000001 0.089015000000000025 -0.089544999999999986 -0.064959999999999976 -0.0037449999999999996 0.084245000000000014 0.11461000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 -6 -7 -1 -9 12 11 13 14 -11 15 -10 17 18 21 -20 -15 22 -16 25 -25 27 -27 -23 -29 -28
right_child=-2 -3 4 -5 5 6 -8 8 9 10 -12 -13 -14 20 16 -17 -18 -19 19 -21 -22 23 -24 24 -26 26 29 28 -30 -31
leaf_value=-2.8763099941319196e-05 -2.4750224522152997e-05 3.6579033691114524e-05 -5.816632604667879e-05 7.2397307230858137e-05 3.3311076615725395e-05 -3.8059336895344131e-05 7.435665565246768e-06 2.6917827426586882e-05 -1.2111813703086227e-05 2.9970970206250059e-05 4.9647002407045179e-05 -4.1746714677650572e-05 -3.4369173789111136e-05 -2.0105723133720288e-05 3.4694444344495426e-05 5.0831707895585251e-05 -3.2377413447193248e-05 2.9995874250570998e-05 5.4393930484019664e-06 -5.363447077684214e-05 1.4631579318423368e-05 -1.6768402294676182e-05 -5.1886309888181533e-05 -2.0646142245269679e-05 9.7719063549967769e-05 -6.4757916214018354e-05 -1.2058204909499919e-06 1.0939444473478943e-05 0.00010085672405693915 1.1614267944434731e-05
leaf_weight=22 23 21 24 20 22 20 33 32 20 32 26 21 22 27 25 22 32 21 21 24 30 45 36 23 21 28 2222 20 20 166
leaf_count=22 23 21 24 20 22 20 33 32 20 32 26 21 22 27 25 22 32 21 21 24 30 45 36 23 21 28 2222 20 20 166
internal_value=0 1.83752e-07 -6.46399e-08 3.291e-07 -1.19087e-05 2.89379e-06 -9.73226e-06 -1.58176e-07 5.61659e-08 -2.3983e-07 9.33312e-06 -1.9561e-07 -7.10178e-07 9.60858e-06 -4.40514e-07 2.08586e-05 -7.71343e-07 -3.92827e-07 -6.33553e-07 -2.60667e-05 -1.82293e-06 -1.94378e-07 -1.64024e-05 1.94105e-07 3.58463e-05 -4.33123e-07 -1.0615e-06 1.74276e-05 5.58981e-05 -3.14642e-07
internal_weight=0 3098 3077 2978 99 75 53 2958 2936 2904 136 110 2768 89 2746 42 2704 2672 2651 45 57 2606 61 2545 44 2501 2416 85 40 2388
internal_count=3121 3098 3077 2978 99 75 53 2958 2936 2904 136 110 2768 89 2746 42 2704 2672 2651 45 57 2606 61 2545 44 2501 2416 85 40 2388
is_linear=0
shrinkage=0.1


Tree=4244
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 403 403 132 16 16 132 130 4 4 9 10 12 9 123 1 14 45 2 15 132 12 12 3 16 132 132
split_gain=1.37922e-06 9.5758e-06 4.72159e-06 2.27866e-06 1.54731e-06 3.09032e-06 1.64221e-06 2.93508e-06 5.52122e-06 4.32929e-06 1.23159e-06 2.18842e-06 1.74538e-06 1.88319e-06 2.49263e-06 1.32266e-05 2.28307e-06 1.67518e-06 2.84159e-06 2.99173e-06 8.40975e-06 5.49665e-06 2.01828e-06 1.98619e-06 5.73307e-06 1.11385e-05 9.35565e-06 7.18053e-06 5.03242e-06 4.63769e-06
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.090774999999999981 -0.088034999999999988 -0.095229999999999995 -0.095094999999999985 -0.073404999999999984 -0.40070499999999992 -0.23123999999999997 0.62931500000000018 0.6227450000000001 -0.087824999999999986 0.053330000000000009 -0.010834999999999999 0.08925000000000001 0.11679000000000002 0.14627000000000004 -0.31455999999999995 0.094030000000000016 0.121465 -0.10469999999999999 0.093160000000000007 0.086565000000000017 0.089085000000000011 -0.090809999999999988 -0.076669999999999988 0.090050000000000005 0.10676500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -7 -9 -10 -3 12 13 -12 16 -16 17 18 19 21 23 -15 -20 28 29 -26 -27 -28 -21 -25
right_child=1 10 -4 -5 5 6 -8 8 9 -11 11 -13 -14 14 15 -17 -18 -19 22 20 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=2.7614615682978182e-05 6.7863785356859729e-05 2.3138486279134196e-05 -5.1568050515594554e-05 -2.9778490365801931e-05 -3.7593630605399432e-05 -1.9246615409848839e-05 -1.6860341308226149e-05 5.3052916431160687e-05 -2.8995919288158454e-05 3.2889132728541885e-05 2.492758101046396e-05 -2.4594484607910599e-05 2.9654317895619897e-05 6.4865828859410614e-05 2.0442218110474643e-05 -8.3033635688220138e-05 2.7131522391197995e-05 2.1893298831213652e-05 -4.7150662000851958e-05 -1.2960635303678766e-07 -5.5029796424475669e-05 -8.517138745186718e-07 -3.2582837457084681e-06 7.1227099272164193e-05 -6.6840271444691882e-05 7.4487500314717193e-05 -3.9026152813903542e-05 2.0551260630037924e-05 -3.9456927322934271e-05 6.0257695406562566e-06
leaf_weight=20 21 23 22 27 21 26 30 30 26 20 30 36 20 20 30 21 31 34 22 2323 28 35 20 24 21 20 32 55 33 20
leaf_count=20 21 23 22 27 21 26 30 30 26 20 30 36 20 20 30 21 31 34 22 2323 28 35 20 24 21 20 32 55 33 20
internal_value=0 5.81731e-07 -7.59656e-06 -2.7597e-06 1.45711e-06 -1.96217e-06 3.70647e-06 9.75553e-06 1.96773e-05 -2.08937e-06 9.07913e-08 -9.48819e-08 2.1799e-07 7.65538e-09 -2.62333e-07 -2.21655e-05 1.48653e-07 -1.62649e-07 -4.45311e-07 -3.02295e-08 -5.26775e-07 2.30456e-05 -2.62495e-05 7.68981e-08 1.04509e-05 -2.53229e-07 1.28153e-05 -1.36227e-06 -6.80456e-07 4.15901e-05
internal_weight=0 2899 222 200 173 153 132 102 76 46 2878 2855 2819 2799 2769 51 2718 2687 2653 2611 2556 55 42 2528 172 128 107 87 2356 44
internal_count=3121 2899 222 200 173 153 132 102 76 46 2878 2855 2819 2799 2769 51 2718 2687 2653 2611 2556 55 42 2528 172 128 107 87 2356 44
is_linear=0
shrinkage=0.1


Tree=4245
num_leaves=31
num_cat=0
split_feature=132 1203 393 50 394 390 1183 1186 1186 1185 1213 1213 1213 1213 12 12 403 133 1213 1213 402 402 401 402 402 52 402 401 1209 1209
split_gain=1.42998e-06 4.0537e-05 2.19528e-05 8.14566e-06 1.40095e-06 6.85193e-06 1.66162e-06 1.62332e-06 1.4181e-06 2.46987e-06 1.43034e-06 1.17362e-05 8.82611e-06 6.18636e-06 4.64398e-06 3.83235e-06 7.56367e-06 5.87899e-06 2.74354e-06 3.98225e-06 3.21056e-06 9.07602e-06 4.00788e-06 2.193e-06 1.00156e-05 7.0571e-06 1.59224e-05 4.13312e-06 7.98116e-06 2.12479e-06
threshold=-0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 -0.11103499999999998 0.090020000000000017 -0.078584999999999988 0.087140000000000009 0.057025000000000006 0.086265000000000022 -0.087969999999999979 -0.085284999999999986 -0.082414999999999974 -0.09411499999999999 0.095330000000000012 0.090345000000000023 0.104315 -0.095184999999999978 -0.077519999999999992 -0.065844999999999987 -0.46900499999999995 -0.45015499999999992 -1.0000000180025095e-35 -0.088494999999999976 -0.043079999999999993 0.088785000000000017 -0.11626999999999998 0.11769000000000002 -0.085894999999999985 -0.077594999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 6 -6 8 9 10 13 -12 -13 14 15 16 -8 -18 -14 -20 -21 -22 -23 25 -25 26 -24 28 -26 -30
right_child=2 -3 -4 -5 5 -7 7 -9 -10 -11 11 12 18 -15 -16 -17 17 -19 19 20 21 22 23 24 27 -27 -28 -29 29 -31
leaf_value=5.7940234419833503e-07 1.9739901351082759e-05 0.00013989911672286412 -0.00010499474083189853 -6.672922718280461e-05 2.2639151365817244e-05 -5.4471584023659763e-05 3.7158710245635389e-05 2.7765767836605112e-05 -1.9588519269844357e-05 2.731288268202634e-05 5.7908553618679954e-05 -5.9522585128434004e-05 2.8405578268575483e-05 -4.7239139444975403e-05 -3.0009588992566264e-05 4.5875524817044305e-05 -5.3303893996755891e-05 1.5249053037471393e-05 -3.912499901511743e-05 2.8680284725478251e-05 -6.5695762930859236e-05 3.7946529651630306e-05 5.8727299719149329e-06 7.0926494508967146e-05 -5.79429743614431e-05 2.371405323550601e-05 -0.00010551413311726979 4.2968010529875758e-05 3.0962349972634747e-05 -2.7462555837974054e-07
leaf_weight=178 36 21 20 20 33 23 34 21 37 33 35 25 34 34 38 24 29 22 26 39 21 28 33 20 24 29 21 22 22 2139
leaf_count=178 36 21 20 20 33 23 34 21 37 33 35 25 34 34 38 24 29 22 26 39 21 28 33 20 24 29 21 22 22 2139
internal_value=0 7.79192e-06 -5.88026e-07 -6.21945e-06 1.36518e-07 -1.11452e-07 3.31439e-07 6.75848e-08 -1.42477e-07 1.20884e-07 -2.11586e-07 4.0562e-07 -4.04933e-07 -8.7979e-06 9.32694e-08 1.05878e-05 6.24263e-07 -2.3732e-05 1.96345e-07 -1.99329e-07 2.22717e-07 -2.47755e-07 3.40101e-07 -1.15735e-07 4.79094e-07 -1.60758e-05 -3.74444e-05 -1.59306e-07 -5.93539e-07 4.33816e-08
internal_weight=0 219 2902 198 2882 2846 2823 2790 2769 2732 2699 2518 2483 181 147 109 85 51 2458 2424 2398 2359 2338 2310 2227 83 54 2207 2185 2161
internal_count=3121 219 2902 198 2882 2846 2823 2790 2769 2732 2699 2518 2483 181 147 109 85 51 2458 2424 2398 2359 2338 2310 2227 83 54 2207 2185 2161
is_linear=0
shrinkage=0.1


Tree=4246
num_leaves=31
num_cat=0
split_feature=46 46 1456 160 1456 159 154 157 1420 1420 157 1429 48 48 14 2 142 12 11 147 148 2 483 482 483 2 160 2 51 42
split_gain=1.36869e-06 2.57762e-06 1.72102e-06 5.86147e-06 2.73778e-06 2.1257e-06 2.02095e-06 2.75432e-06 1.96364e-06 2.30848e-06 1.88381e-06 2.25668e-06 2.49082e-06 2.44719e-06 2.39087e-06 9.27731e-06 8.65862e-06 4.69717e-06 4.19793e-06 2.91223e-06 4.85614e-06 2.71506e-06 1.11268e-05 1.28945e-05 1.02975e-05 7.59038e-06 1.01999e-05 9.83033e-06 6.01857e-06 5.31169e-06
threshold=0.10987500000000001 0.083550000000000013 0.11510000000000002 -0.046074999999999991 0.10795500000000001 0.14765500000000001 0.085530000000000009 0.63604500000000008 -0.085404999999999995 -0.083279999999999979 -0.50331999999999988 -0.10379499999999998 -0.11155999999999998 -0.089814999999999992 0.078235000000000013 0.082850000000000021 -0.057499999999999989 0.087765000000000024 -0.014494999999999999 0.095485000000000014 -0.098399999999999974 0.11411 0.10143000000000001 0.090355000000000005 0.055770000000000007 0.10912000000000001 0.081905000000000019 0.10803500000000001 0.10501000000000001 -0.012324999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 -1 -10 -11 -12 -13 -14 16 -16 -15 -17 -18 20 -20 25 23 24 28 27 -27 -22 29 -23
right_child=-2 -3 3 -5 -6 -7 -8 -9 9 10 11 12 13 14 15 17 18 -19 19 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=2.3719129643746541e-05 2.485451978745087e-05 -3.0380071370927909e-05 5.9716314608522226e-05 -1.3584553281968207e-05 -3.6167878022838735e-05 2.5701028891944589e-05 3.1469928580918348e-05 -3.7409728683996952e-05 -3.3488552469948663e-05 -2.8111876993837844e-05 2.5258188535579914e-05 -2.7193978755402733e-05 3.2521196202572394e-05 6.272639635757184e-05 -7.2332019168574007e-05 -1.9432045349579614e-05 -4.3769040580214516e-05 4.3132383580086754e-05 -4.172182718450911e-05 2.7952832118210829e-05 8.4358713610529211e-07 2.6708765697202623e-05 -7.6837543846605441e-05 6.566363558522426e-05 -7.3375815159322334e-05 1.1905801995131305e-05 9.0316550055528449e-05 -6.9596922512573658e-05 -4.2691755671902299e-05 -6.8198451480812671e-06
leaf_weight=34 22 28 20 24 21 32 20 20 21 24 35 34 23 22 22 30 22 20 28 37 2105 63 22 25 23 79 21 20 35 189
leaf_count=34 22 28 20 24 21 32 20 20 21 24 35 34 23 22 22 30 22 20 28 37 2105 63 22 25 23 79 21 20 35 189
internal_value=0 -1.76438e-07 9.8945e-08 1.9734e-05 -1.86467e-07 6.48997e-08 -2.10943e-07 -4.25438e-07 -1.73329e-07 -4.53448e-07 -2.12483e-07 2.20476e-08 -2.91167e-07 3.71516e-08 -2.33255e-07 -1.82169e-05 2.47913e-07 5.59373e-06 -2.67083e-07 9.44742e-08 -3.00453e-07 1.48733e-07 -7.94675e-06 -3.42258e-06 -8.99404e-06 1.44765e-06 2.83721e-05 1.80618e-07 -3.83453e-06 1.56231e-06
internal_weight=0 3099 3071 44 3027 3006 2974 2954 2934 2900 2879 2855 2820 2786 2763 72 2691 50 2669 2647 2610 2582 357 335 310 2225 100 2125 287 252
internal_count=3121 3099 3071 44 3027 3006 2974 2954 2934 2900 2879 2855 2820 2786 2763 72 2691 50 2669 2647 2610 2582 357 335 310 2225 100 2125 287 252
is_linear=0
shrinkage=0.1


Tree=4247
num_leaves=31
num_cat=0
split_feature=421 9 13 33 9 147 448 46 46 50 132 1211 50 160 51 12 12 159 475 42 50 475 16 12 393 157 157 42 3 157
split_gain=1.69841e-06 3.25569e-06 4.8592e-06 4.79883e-06 3.34326e-06 1.6043e-06 3.35555e-06 1.75456e-06 2.79667e-06 1.43174e-06 4.00987e-05 3.67968e-05 4.85095e-06 3.43641e-06 6.80809e-06 5.63271e-06 8.26258e-06 7.84687e-06 4.30614e-06 3.64836e-06 7.47331e-06 4.07068e-06 4.15784e-06 5.98975e-06 3.0713e-06 2.24635e-06 1.18061e-05 9.03103e-06 2.30743e-05 8.81016e-06
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.0075049999999999987 -0.009184999999999997 0.085555000000000006 0.097985000000000017 1.0000000180025095e-35 0.096120000000000011 1.0000000180025095e-35 0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.094500000000000015 -0.090764999999999985 -0.026084999999999994 0.089005000000000015 0.09320500000000001 -0.20761999999999997 -0.08483499999999998 0.084535000000000013 0.11610000000000001 -0.078604999999999994 -0.071359999999999993 0.091085000000000013 0.11146500000000002 -0.086284999999999987 -0.087184999999999985 0.083715000000000026 -0.082234999999999989 -0.083699999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 9 12 -11 13 24 15 -15 17 -17 -12 -16 20 -20 -21 23 -23 25 26 27 -5 -29 -27
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 11 -13 -14 14 18 16 -18 -19 19 21 -22 22 -24 -25 -26 29 -28 28 -30 -31
leaf_value=-2.904759694047243e-05 -4.1414627997125663e-05 -2.5022825866471979e-06 6.3628510807802748e-05 -2.9554789081750508e-05 3.8156144728418444e-05 -2.0532256006558064e-05 3.8193700595951199e-05 2.3136982758842353e-05 -3.7672863181796861e-05 0.00013661876187556613 1.2979427803657017e-05 -0.00013090434173742931 -3.8535527480288529e-05 -3.1215730329374008e-05 5.8726983814267438e-05 6.0760778955395643e-05 -1.445937032258371e-05 -6.0373923448163883e-05 6.2345864057533626e-05 -3.7555283779511231e-05 -1.1633036807655695e-05 2.3424827883934121e-05 3.7183946389967261e-05 -4.8778388274968166e-05 -2.9499769657882606e-05 5.8531830946916532e-05 -8.3535296662375918e-05 8.6138037123683109e-05 -4.0311066196510283e-05 -1.0168658347634177e-08
leaf_weight=20 28 25 20 54 23 38 23 32 20 22 25 21 34 30 25 23 40 35 36 20 22 27 38 20 36 26 20 31 27 2280
leaf_count=20 28 25 20 54 23 38 23 32 20 22 25 21 34 30 25 23 40 35 36 20 22 27 38 20 36 26 20 31 27 2280
internal_value=0 1.87348e-07 2.68892e-05 -2.0584e-07 1.75219e-07 -1.15484e-07 1.46005e-07 -1.51242e-07 -4.07157e-07 -1.49441e-07 5.53687e-06 -2.42944e-06 -1.02007e-06 5.48251e-06 1.3023e-05 -7.88194e-06 1.3002e-05 -2.981e-05 2.00824e-05 1.41553e-05 3.42849e-05 3.03607e-06 1.2587e-05 -7.29994e-06 -5.045e-07 -7.63499e-08 -1.27635e-05 -1.25699e-07 2.72738e-05 6.49889e-07
internal_weight=0 3101 45 3056 3028 3005 2967 2944 2912 2892 384 362 2508 341 218 123 63 60 188 163 58 105 85 47 2474 2438 132 112 58 2306
internal_count=3121 3101 45 3056 3028 3005 2967 2944 2912 2892 384 362 2508 341 218 123 63 60 188 163 58 105 85 47 2474 2438 132 112 58 2306
is_linear=0
shrinkage=0.1


Tree=4248
num_leaves=31
num_cat=0
split_feature=132 393 1203 401 2 133 1213 1210 1 1 482 40 43 1 9 10 9 0 45 376 3 3 47 1 47 51 4 52 159 151
split_gain=1.88095e-06 9.53084e-06 5.96279e-06 1.48091e-06 6.15338e-06 5.02507e-06 3.82828e-06 2.95107e-06 1.60287e-06 8.16028e-06 5.6964e-06 7.63319e-06 5.78635e-06 3.09082e-06 3.17922e-06 8.46634e-06 3.37848e-06 2.99571e-06 2.79137e-06 2.56595e-06 2.94719e-06 1.13323e-05 5.30463e-06 1.81681e-05 7.79074e-06 4.89025e-06 8.11344e-06 1.46849e-05 6.70464e-06 8.04151e-06
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 -0.06959499999999999 0.097385000000000013 0.51114000000000004 -0.0043299999999999996 0.24726500000000004 0.13756000000000004 0.13534000000000004 0.089605000000000018 -0.07632499999999999 -0.04890499999999999 0.13332000000000002 0.092235000000000011 0.0036750000000000007 0.086220000000000005 -0.09595999999999999 0.094030000000000016 0.088720000000000007 -0.042499999999999989 -0.053259999999999995 0.092165000000000011 0.107145 0.082095000000000015 0.093135000000000009 0.0049200000000000008 -0.04127999999999999 0.10545500000000001 -0.0096649999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 6 7 -2 8 9 13 11 -10 -13 14 15 16 18 -14 19 20 21 -5 24 -24 25 28 27 -27 29 -22
right_child=1 -3 -4 5 -6 -7 -8 -9 10 -11 -12 12 17 -15 -16 -17 -18 -19 -20 -21 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.7729988216425484e-06 1.8709782862539501e-05 6.7803250013163222e-05 -5.2915052489239589e-05 -5.7970798908585061e-07 6.0185263317266836e-05 -3.8420321337017577e-05 -3.0020934881187195e-05 3.5173149232529495e-05 6.3907854315277358e-05 -4.8563743558978395e-05 -3.497493265097981e-05 -4.2539858077361715e-05 -5.959744222699166e-06 3.5768821847644478e-05 -3.4418506543766454e-05 4.9641814032785245e-05 -3.9613763676077889e-05 3.7147562455318528e-05 -3.6552914666355634e-05 -3.1183935481329597e-05 -1.9738442892460221e-06 -7.1205400380004792e-05 -9.5339385041457028e-05 2.3643751101741201e-05 7.1538405263709139e-05 -0.00010302223769637447 2.8994165768618058e-05 1.5238540193725689e-05 -2.5603524764370553e-05 2.9380669322984481e-05
leaf_weight=195 38 21 27 1861 21 34 28 24 29 35 23 20 28 24 27 34 22 38 21 26 137 23 21 33 20 21 24 21 42 203
leaf_count=195 38 21 27 1861 21 34 28 24 29 35 23 20 28 24 27 34 22 38 21 26 137 23 21 33 20 21 24 21 42 203
internal_value=0 6.7935e-07 -8.87136e-06 1.89564e-07 1.30377e-05 -2.10931e-07 -1.96385e-06 2.60276e-07 -4.63134e-08 -6.04785e-07 1.04554e-05 1.95414e-05 4.58067e-06 5.09043e-08 -2.8712e-07 8.01765e-08 -6.0067e-07 1.88596e-05 -2.50777e-07 6.26872e-08 4.00348e-07 -1.44191e-06 7.04942e-06 -2.26275e-05 1.04737e-05 7.74757e-06 -1.73878e-05 -4.38918e-05 1.20903e-05 1.67466e-05
internal_weight=0 2899 222 2878 87 2791 66 2757 2733 2595 138 115 86 2560 2536 2509 2475 66 2453 2432 2406 1884 522 54 468 448 66 42 382 340
internal_count=3121 2899 222 2878 87 2791 66 2757 2733 2595 138 115 86 2560 2536 2509 2475 66 2453 2432 2406 1884 522 54 468 448 66 42 382 340
is_linear=0
shrinkage=0.1


Tree=4249
num_leaves=31
num_cat=0
split_feature=132 1185 1203 402 16 1210 401 1210 1208 42 42 52 15 52 1209 16 1209 401 12 12 43 16 4 43 155 3 43 43 16 1212
split_gain=1.52358e-06 8.00607e-06 4.84444e-06 1.43656e-06 6.27519e-06 3.26536e-06 3.0064e-06 1.52044e-06 3.37197e-06 2.66403e-06 1.3689e-05 5.97107e-06 1.24574e-05 6.70794e-06 5.66114e-06 6.32138e-06 2.23092e-06 4.15225e-06 1.87093e-06 4.20943e-06 1.14364e-05 1.11058e-05 3.84956e-06 9.47298e-06 3.74238e-06 3.14656e-06 6.97052e-06 3.3285e-06 2.70188e-06 2.42461e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.45454999999999995 -0.069144999999999984 0.15724500000000002 -0.46360499999999999 0.0028200000000000005 0.106285 0.11551500000000002 0.11747 0.090245000000000006 0.090455000000000021 -1.0000000180025095e-35 -0.085894999999999985 -0.08453999999999999 -0.069599999999999981 -0.099524999999999988 0.10388500000000002 0.098810000000000023 -0.05647499999999999 0.083160000000000026 -0.064054999999999987 -0.03898999999999999 0.14230000000000001 -0.13309499999999996 -0.040344999999999992 -0.10603999999999998 0.26676500000000009 0.12799000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 7 -3 8 9 14 -11 13 -13 -12 15 -5 -16 -18 19 24 28 -22 23 -20 29 -24 27 -27 -21 -19
right_child=1 3 -4 5 -6 -7 -8 -9 -10 10 11 12 -14 -15 16 -17 17 18 22 20 21 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.372148908049435e-06 6.2132123691428987e-05 -3.5525244727198572e-05 -4.6867871450168812e-05 2.8415884298738092e-06 5.4637509718304503e-05 -3.1959242824086688e-05 1.492377654088799e-05 1.9774061496345662e-05 -4.1021321885637013e-05 8.6049552547509933e-05 1.5525537910985859e-05 8.4529429607625532e-05 -2.314841976013585e-05 -4.5733675177381463e-05 2.6725838389181937e-05 -7.5713277025594533e-05 -4.1660739232914544e-05 2.5544409273568579e-07 -7.5999629624003207e-06 -9.1827076571264683e-06 -1.2968106117720405e-05 -0.00010993078574843129 2.4998751450766578e-05 8.6502008962270345e-05 4.2294684806706972e-05 -8.8456443196404365e-06 -4.4370195267701467e-05 4.468180713090641e-05 3.9836246585103007e-05 -2.9359896656647573e-05
leaf_weight=194 21 21 28 20 25 32 27 39 20 22 33 21 22 39 31 21 24 2177 23 23 27 21 38 20 21 26 34 21 22 28
leaf_count=194 21 21 28 20 25 32 27 39 20 22 33 21 22 39 31 21 24 2177 23 23 27 21 38 20 21 26 34 21 22 28
internal_value=0 6.11425e-07 -7.98422e-06 1.62524e-07 1.40116e-05 -1.97898e-07 -7.14767e-06 1.68623e-07 -1.11045e-07 1.90431e-07 1.37786e-05 -4.71113e-08 2.94384e-05 -1.76565e-05 -5.31953e-07 -3.73938e-05 6.40001e-08 -2.65947e-07 1.34486e-07 -5.91323e-07 -2.14354e-05 -5.53893e-05 1.05243e-05 3.61684e-05 2.79521e-07 1.25796e-06 -9.8797e-06 1.50709e-05 1.47821e-05 -1.20624e-07
internal_weight=0 2899 222 2878 73 2805 48 2773 2734 2714 137 115 43 72 2577 41 2536 2505 2481 2319 93 48 162 43 2226 119 81 47 45 2205
internal_count=3121 2899 222 2878 73 2805 48 2773 2734 2714 137 115 43 72 2577 41 2536 2505 2481 2319 93 48 162 43 2226 119 81 47 45 2205
is_linear=0
shrinkage=0.1


Tree=4250
num_leaves=31
num_cat=0
split_feature=130 10 12 40 4 10 16 33 1209 1 4 1 15 2 1 3 151 13 3 2 2 0 1 16 2 13 16 49 43 12
split_gain=1.55699e-06 4.23835e-06 5.41222e-06 3.17604e-06 2.89369e-06 1.84263e-06 1.39464e-05 2.65333e-06 1.57454e-06 1.58533e-06 7.20414e-06 5.48674e-06 2.91431e-06 3.72807e-06 2.69329e-06 2.07113e-06 2.84222e-06 3.70268e-06 2.4432e-06 1.20725e-05 2.68811e-05 5.05313e-06 2.32007e-06 2.17902e-06 7.53846e-06 6.46108e-06 6.20893e-06 4.41062e-06 4.70684e-06 1.59776e-05
threshold=-0.23647499999999996 -0.38124499999999995 -0.083994999999999986 -0.24134999999999998 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 -1.0000000180025095e-35 -0.14444499999999996 0.13756000000000004 0.51164000000000009 0.13534000000000004 -0.40580499999999992 0.13913500000000004 0.13332000000000002 0.12745000000000004 -0.080454999999999985 -0.42195999999999995 0.10732000000000001 0.10644500000000001 0.11389000000000002 -0.23811499999999999 0.12811000000000003 -0.056919999999999991 -1.0000000180025095e-35 -0.16152999999999998 -0.052894999999999991 0.11236 -0.15582499999999996 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -7 -9 11 12 14 -11 -14 15 18 -17 -18 21 -20 -21 -10 23 24 -23 -26 -25 28 29 -27
right_child=1 3 -4 4 -6 7 -8 8 9 10 -12 -13 13 -15 -16 16 17 -19 19 20 -22 22 -24 26 25 27 -28 -29 -30 -31
leaf_value=-2.7811943364213222e-05 -3.3389245973445392e-06 -3.9004476182180087e-05 6.9347769131127289e-05 -5.4731181920103088e-05 3.4605092272007219e-05 3.1315366073546037e-05 3.9820538005677431e-05 2.7784806734416636e-05 4.6020493080396083e-05 2.5820116343311385e-05 6.5624974608908816e-05 -4.5650209789595531e-05 1.2567870358411299e-05 -4.4422841809440192e-05 3.4497264807049015e-05 -1.695261433434842e-05 -3.520237669363269e-07 4.6398505724533206e-05 -7.8782039054203779e-05 9.2903294639005009e-05 -6.201927635629545e-05 6.3025595836734295e-05 -3.2006971863059638e-05 -5.7650658103132935e-05 -5.5238314253074357e-05 9.5026706301960882e-05 -2.8172085440108539e-06 4.0596193861315919e-05 -5.4690253334031898e-07 -2.5632318612580212e-06
leaf_weight=20 21 21 20 39 24 27 26 20 23 24 20 27 22 24 22 22 32 36 23 21 24 20 24 21 20 23 1240 29 1144 62
leaf_count=20 21 21 20 39 24 27 26 20 23 24 20 27 22 24 22 22 32 36 23 21 24 20 24 21 20 23 1240 29 1144 62
internal_value=0 1.79369e-07 3.2118e-05 -2.48567e-07 1.92433e-08 -2.56067e-07 -1.69105e-05 1.10895e-07 -1.77343e-07 -3.69986e-07 1.26947e-05 -7.87984e-07 -2.42818e-06 -1.71664e-05 -3.5321e-07 -6.30601e-07 1.42903e-05 2.43983e-05 -1.1328e-06 -1.98453e-05 1.02779e-05 -6.44523e-07 -1.06005e-06 -7.69805e-07 2.10637e-06 1.15302e-06 -3.73037e-06 2.04954e-06 1.13998e-06 2.38435e-05
internal_weight=0 3101 41 3060 3039 3015 65 2950 2923 2903 90 2813 70 46 2786 2764 90 68 2674 68 45 2606 2583 2559 1298 1278 1261 1258 1229 85
internal_count=3121 3101 41 3060 3039 3015 65 2950 2923 2903 90 2813 70 46 2786 2764 90 68 2674 68 45 2606 2583 2559 1298 1278 1261 1258 1229 85
is_linear=0
shrinkage=0.1


Tree=4251
num_leaves=31
num_cat=0
split_feature=97 374 120 12 39 13 39 39 39 123 123 34 105 9 9 16 39 12 16 45 4 1426 157 1429 2 15 15 15 15 15
split_gain=1.42913e-06 2.60776e-06 2.06216e-06 2.66628e-06 1.96293e-06 4.60281e-06 2.26184e-06 2.10898e-06 3.87982e-06 2.25756e-06 5.13215e-06 4.98867e-06 1.12577e-05 7.71856e-06 3.59799e-06 2.70008e-06 2.55123e-06 5.79882e-06 2.28892e-05 6.71257e-06 4.93035e-06 2.20865e-06 4.79375e-06 1.99361e-06 7.07702e-06 1.0008e-05 2.40421e-06 1.36158e-05 1.2515e-05 3.67369e-06
threshold=-0.086464999999999986 0.08987500000000001 0.090440000000000006 0.22926500000000002 0.11536 -0.033284999999999988 0.10940500000000002 0.10262 0.096775000000000014 0.086445000000000008 0.087755000000000014 -0.057544999999999992 1.0000000180025095e-35 0.091600000000000015 0.082870000000000013 -0.16927999999999996 0.084020000000000011 -0.010834999999999999 -0.054549999999999994 0.084355000000000013 -0.0047449999999999992 -0.052649999999999995 -0.0048549999999999991 -0.012159999999999999 0.10060500000000001 -0.071579999999999991 -0.10203999999999998 -0.097454999999999986 -0.10653 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 8 9 11 -11 12 -2 14 16 -12 17 18 -13 21 -18 22 -19 24 25 -23 28 -28 -25 -29
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 10 15 13 -14 -15 -16 -17 20 19 -20 -21 -22 23 -24 26 -26 -27 27 29 -30 -31
leaf_value=-2.4308293510936589e-05 7.9957647327925468e-05 2.8587391909695725e-05 -3.1337189251904162e-05 3.5616474113859499e-05 7.1092568288333021e-06 -5.5313139422911012e-05 2.95498997030126e-05 -2.7388571101840043e-05 3.9412802914739586e-05 -6.0223372784093954e-05 -3.0063772053906107e-05 2.5082972638301729e-05 -2.1627797614200973e-05 -4.4914038068399301e-05 4.2727197266003716e-05 9.1600054548524464e-06 -1.3388976582394787e-05 6.9784421793883669e-06 -0.00010123577726167592 4.5241971725552118e-05 4.9389928784060835e-05 3.3201845917574245e-05 -5.2312517014797778e-05 2.5842401198776783e-06 5.9980447666021066e-05 -5.124183677253314e-05 -6.8255954463438694e-05 2.723485288968616e-05 8.4755922644035321e-05 -1.0392903180858959e-06
leaf_weight=24 24 32 21 21 27 21 26 28 25 20 26 32 20 38 20 54 22 30 26 33 29 32 25 253 25 25 30 47 20 2065
leaf_count=24 24 32 21 21 27 21 26 28 25 20 26 32 20 38 20 54 22 30 26 33 29 32 25 253 25 25 30 47 20 2065
internal_value=0 1.88378e-07 -1.08121e-07 1.07323e-07 -1.3935e-07 -2.02005e-05 1.84327e-07 -7.45764e-08 1.87249e-07 -1.51369e-07 -1.49149e-05 3.76652e-07 3.37824e-05 -1.57452e-07 4.69206e-07 -3.58772e-06 1.55487e-07 -2.7199e-07 -3.15427e-05 4.29635e-07 2.23088e-05 -1.49835e-07 -1.9972e-05 2.86776e-07 1.5621e-05 -3.83486e-06 -2.3389e-07 -1.36031e-06 8.60414e-06 -4.10084e-07
internal_weight=0 3097 3065 3044 3023 48 2975 2949 2921 2896 100 2796 44 2752 2714 80 2694 2643 58 2585 51 2552 55 2497 82 57 2415 2142 273 2112
internal_count=3121 3097 3065 3044 3023 48 2975 2949 2921 2896 100 2796 44 2752 2714 80 2694 2643 58 2585 51 2552 55 2497 82 57 2415 2142 273 2112
is_linear=0
shrinkage=0.1


Tree=4252
num_leaves=31
num_cat=0
split_feature=1211 43 1212 1212 1211 1211 15 1203 1200 390 16 402 402 403 3 16 402 42 52 0 0 403 12 2 4 132 1 131 131 131
split_gain=1.46415e-06 3.94299e-06 1.90255e-06 1.86838e-06 3.79966e-06 4.5605e-06 2.3072e-06 2.24937e-06 8.07713e-06 1.9124e-06 2.87738e-06 1.86887e-06 2.69013e-06 1.89097e-06 7.99568e-06 9.55896e-06 4.79462e-06 2.29425e-06 4.1079e-06 3.60505e-06 5.87227e-06 3.05305e-06 1.02939e-05 1.19497e-05 1.31734e-05 3.32877e-06 8.66238e-06 6.1142e-06 4.48079e-06 7.11875e-06
threshold=0.11716500000000001 0.062770000000000006 0.13631000000000001 0.11006000000000002 0.10406000000000001 0.087635000000000005 0.08517000000000001 0.089745000000000019 0.084780000000000008 0.087590000000000015 -0.086699999999999985 -0.45454999999999995 -0.40883999999999993 -0.53960999999999981 -0.082879999999999995 -0.071359999999999993 0.15960500000000002 0.12074000000000001 0.10744000000000002 -0.084674999999999986 -0.057069999999999989 -0.14669999999999997 0.086095000000000019 0.086000000000000007 -0.078629999999999992 0.10948500000000001 0.078340000000000007 0.11863000000000001 0.10488000000000001 0.097925000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -7 9 -9 11 -11 -1 -13 14 15 -14 17 21 19 -19 -21 22 -15 -24 -25 27 -27 28 29 -23
right_child=1 -3 -4 -5 -6 6 -8 8 -10 10 -12 12 13 16 -16 -17 -18 18 -20 20 -22 25 23 24 -26 26 -28 -29 -30 -31
leaf_value=2.1883718177009175e-05 3.7713248137592792e-05 -1.8556992490630364e-05 -2.8937653658668633e-05 2.1678815438719588e-05 -3.9173369324998934e-05 8.4166180220728901e-06 5.3714041543729687e-05 -5.6827535984760694e-05 1.9930548968169697e-05 4.6077707983468745e-05 -5.6724371721169776e-06 -2.8695978995957004e-05 -6.3229891275113907e-05 -8.2213166824658397e-05 5.2947090773614042e-05 3.3369114334207207e-05 -4.6287761664564684e-05 -3.0874969810871078e-05 5.5202934083933294e-05 6.0470454664027783e-05 -9.4835003581768738e-06 -2.7485302562702198e-07 5.5713330657454203e-05 -8.2261472096433863e-05 1.170515614019776e-05 7.3728247319931634e-05 -1.3391762549872511e-05 -5.5836722603999083e-05 2.8164428222562831e-05 -4.4487117221816898e-05
leaf_weight=37 33 20 23 39 25 22 23 29 26 22 21 34 20 20 32 21 23 21 20 20 30 2316 25 25 37 21 25 20 54 37
leaf_count=37 33 20 23 39 25 22 23 29 26 22 21 34 20 20 32 21 23 21 20 20 30 2316 25 25 37 21 25 20 54 37
internal_value=0 1.64792e-05 -2.84682e-07 -6.82556e-08 -3.50403e-07 -2.48165e-08 3.15686e-05 -5.09049e-07 -2.05419e-05 -1.2661e-07 2.08044e-05 -4.43746e-07 -7.38682e-07 -3.95152e-07 1.54858e-05 -1.37524e-05 -8.25481e-07 -4.34005e-07 1.51713e-05 3.89478e-06 1.84981e-05 -9.84425e-07 -1.75222e-05 -2.65072e-06 -2.61846e-05 -2.6888e-07 2.63804e-05 -7.73975e-07 -3.16454e-07 -9.70073e-07
internal_weight=0 53 3068 3045 3006 2981 45 2936 55 2881 43 2838 2801 2767 73 41 2694 2671 91 71 50 2580 107 87 62 2473 46 2427 2407 2353
internal_count=3121 53 3068 3045 3006 2981 45 2936 55 2881 43 2838 2801 2767 73 41 2694 2671 91 71 50 2580 107 87 62 2473 46 2427 2407 2353
is_linear=0
shrinkage=0.1


Tree=4253
num_leaves=31
num_cat=0
split_feature=1209 132 1203 1185 50 393 393 394 390 0 12 130 394 12 1186 130 130 97 374 52 16 16 1374 1375 0 52 1429 0 2 157
split_gain=1.60664e-06 1.5523e-06 4.02767e-05 2.29995e-05 9.58498e-06 1.67261e-06 1.58014e-06 2.24232e-06 4.7077e-06 1.65964e-06 1.87498e-06 4.90583e-06 1.7053e-06 4.77779e-06 4.16136e-06 3.00603e-06 2.35286e-06 1.78729e-06 3.18827e-06 1.66992e-06 8.56182e-06 1.88462e-05 4.90765e-06 3.92667e-06 5.12679e-06 7.54833e-06 1.47695e-05 7.63424e-06 1.02802e-05 6.2886e-06
threshold=-0.14444499999999996 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.10159000000000001 0.088255000000000014 -0.11103499999999998 0.088485000000000008 0.22582000000000002 0.23631000000000002 -0.22461999999999996 -0.0088999999999999982 0.089885000000000007 0.057025000000000006 -1.0000000180025095e-35 -0.0096649999999999982 -0.086464999999999986 0.08987500000000001 -0.080114999999999978 -0.087659999999999988 -0.066924999999999985 -0.26569999999999994 0.084665000000000018 -0.080499999999999988 -0.53060999999999992 0.057970000000000008 -0.083389999999999978 0.083385000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 7 -5 9 10 11 -9 13 14 16 -14 -13 -17 19 20 -19 -22 -21 24 25 -23 27 28 -27 -30
right_child=1 3 -4 5 -6 -7 -8 8 -10 -11 -12 12 15 -15 -16 17 -18 18 -20 22 21 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=2.825192113959929e-05 6.9815559155275961e-07 -0.00010265422269268047 0.00013312405949957043 2.8137027701242394e-05 -7.2357259195996452e-05 2.2718695237244902e-05 -2.2368064742295248e-05 4.7581270006379455e-05 -4.1856826283037665e-05 -2.7250925479000383e-05 -3.0179676847978954e-05 -3.1088174265195534e-07 -3.6314392459842014e-05 5.6729231509962119e-05 -2.4272381599931739e-05 -2.9053548635039039e-05 4.648536102779742e-05 3.9907846004963379e-05 3.3797849157833427e-05 4.9497684921377749e-05 -0.00010277343830239262 2.2707995031924912e-05 8.7594997936835566e-07 2.8896132607769687e-05 1.1051500974293122e-06 -6.7118309328614728e-05 -0.00010568804843517552 -6.5823743643005189e-05 5.7135628485411867e-05 -5.0506194284104105e-06
leaf_weight=20 176 22 23 28 20 32 32 22 27 22 20 22 23 20 34 21 21 41 28 21 20 37 1811 34 367 23 21 26 20 87
leaf_count=20 176 22 23 28 20 32 32 22 27 22 20 22 23 20 34 21 21 41 28 21 20 37 1811 34 367 23 21 26 20 87
internal_value=0 -1.82208e-07 7.93417e-06 -7.98962e-07 -6.75648e-06 -1.54605e-08 -2.72707e-07 -1.98273e-08 -3.04651e-07 1.04655e-07 3.25995e-07 5.52047e-07 1.65553e-07 1.31822e-05 1.87133e-06 -3.23834e-07 2.25431e-05 -1.01449e-10 2.40483e-07 -1.34161e-07 -4.38206e-06 -7.24172e-06 1.4333e-06 -4.135e-06 -6.06797e-06 -1.83695e-05 -2.69564e-05 -1.63579e-05 -6.46471e-06 6.57298e-06
internal_weight=0 3101 219 2882 196 2860 2828 2796 2768 2741 2719 2699 2677 97 77 2580 43 2557 2536 2508 676 635 1832 615 581 214 177 156 130 107
internal_count=3121 3101 219 2882 196 2860 2828 2796 2768 2741 2719 2699 2677 97 77 2580 43 2557 2536 2508 676 635 1832 615 581 214 177 156 130 107
is_linear=0
shrinkage=0.1


Tree=4254
num_leaves=31
num_cat=0
split_feature=130 12 1209 1209 1213 1212 1212 402 1212 0 1212 1213 1213 4 1210 1213 1213 394 132 42 129 0 129 160 160 160 51 1372 1447 1447
split_gain=1.84852e-06 4.2999e-06 1.31373e-06 1.33062e-06 1.48e-06 4.75345e-06 2.90339e-06 1.25716e-05 9.69847e-06 3.47535e-06 2.87542e-06 2.37775e-06 3.23037e-06 4.35964e-06 2.50628e-06 2.43444e-06 5.33003e-06 2.27614e-06 2.92804e-05 4.23078e-05 2.26069e-06 7.93418e-06 2.21786e-06 2.17182e-06 6.93644e-06 4.53121e-06 1.76141e-05 1.06829e-05 4.14488e-06 8.71326e-06
threshold=-0.23647499999999996 0.23631000000000002 -0.14444499999999996 -0.089214999999999989 -0.4908249999999999 -0.42670499999999995 -0.089544999999999986 0.10803500000000001 -0.084689999999999988 -0.086284999999999987 -0.063924999999999996 -0.24064499999999997 -0.09280999999999999 -0.080924999999999983 -0.090009999999999993 -0.086179999999999993 -0.083944999999999978 0.0041850000000000004 -0.083284999999999984 -0.021469999999999996 0.10788500000000002 -0.079459999999999989 0.10327000000000001 -0.090484999999999996 -0.088854999999999976 -0.085764999999999994 -0.085604999999999987 -0.065504999999999994 -0.086359999999999978 -0.084894999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 9 -8 -7 -10 -12 13 -13 -14 -16 -17 20 -19 -20 22 -22 23 -18 -25 26 -26 -27 -29 -30
right_child=1 -3 3 4 5 6 8 -9 10 -11 11 12 14 -15 15 16 17 18 19 -21 21 -23 -24 24 25 27 -28 28 29 -31
leaf_value=-3.0304102583613716e-05 2.5426731883300137e-05 4.4248093100469019e-05 -2.2387757135894156e-05 1.8780912235276294e-05 -4.2117136042550018e-05 2.0717746205760209e-05 -6.8165685349543185e-05 8.2753549378883869e-05 2.8949003792470597e-05 -3.3285744988321457e-05 -3.3830155561667023e-05 5.3625852132636984e-05 -2.7507551834894592e-05 -3.7454455633889198e-06 2.4616520803623974e-05 -4.6506914717610933e-05 6.0244072319366371e-06 0.00011173226957907901 -0.00013040851871275145 7.2816726424207451e-05 -6.6271070119744934e-05 1.5325828815968215e-05 3.1446034815665125e-05 -5.3098795501026731e-05 9.6343870047183546e-05 -6.5574948791891075e-05 -1.9892222056228093e-05 3.002335625491729e-05 -5.6132770159506594e-05 -9.0766882939871505e-07
leaf_weight=20 20 22 27 41 27 22 21 22 34 26 21 26 34 27 39 25 431 22 21 20 22 26 22 26 22 26 32 42 29 1926
leaf_count=20 20 22 27 41 27 22 21 22 34 26 21 26 34 27 39 25 431 22 21 20 22 26 22 26 22 26 32 42 29 1926
internal_value=0 1.95451e-07 -1.19313e-07 -2.86335e-07 -8.95217e-08 -3.48194e-07 3.22926e-08 2.01563e-05 -4.54466e-07 -8.53414e-06 4.04649e-08 -3.05745e-07 -5.59181e-08 2.4399e-05 -5.24674e-07 -1.88746e-07 -5.48109e-07 -1.17299e-07 1.86645e-05 -3.12743e-05 -5.71698e-07 -2.20727e-05 -1.67923e-07 -4.42393e-07 -1.76773e-06 -1.12517e-06 2.74632e-05 -1.88828e-06 -1.05911e-06 -1.72686e-06
internal_weight=0 3101 3079 3059 3032 2991 2964 70 2894 48 2873 2839 2818 53 2765 2731 2692 2667 63 41 2604 48 2556 2534 2103 2077 54 2023 1997 1955
internal_count=3121 3101 3079 3059 3032 2991 2964 70 2894 48 2873 2839 2818 53 2765 2731 2692 2667 63 41 2604 48 2556 2534 2103 2077 54 2023 1997 1955
is_linear=0
shrinkage=0.1


Tree=4255
num_leaves=31
num_cat=0
split_feature=132 1203 394 1429 156 1429 130 130 13 393 394 390 129 133 2 2 1186 129 1212 16 13 16 1212 4 43 481 1212 131 131 0
split_gain=1.58255e-06 9.89327e-06 8.46827e-06 1.49901e-06 3.91084e-06 2.52657e-06 1.47453e-06 3.5305e-06 4.63895e-06 1.65746e-06 1.71184e-06 5.32384e-06 1.83054e-06 1.0221e-05 3.20416e-06 4.5475e-06 1.6125e-06 1.8096e-06 1.74386e-06 3.61798e-06 8.52668e-06 3.91645e-06 3.34501e-06 9.88311e-06 1.1526e-05 1.05011e-05 6.37327e-06 3.16107e-06 9.68572e-06 2.5683e-05
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 -0.22699999999999995 -0.092879999999999976 0.17001000000000002 0.092175000000000021 -0.12099999999999998 0.089375000000000024 0.094640000000000016 -0.054584999999999995 0.087505000000000013 0.096540000000000015 -0.085584999999999981 0.090795000000000015 0.10909000000000001 -0.066924999999999985 -0.069964999999999986 -0.08595499999999999 0.086920000000000011 -0.081609999999999988 -0.012394999999999998 -0.073474999999999985 0.073745000000000019 0.090690000000000007 0.089415000000000008 -0.081674999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -7 8 -8 10 -9 12 16 -14 -15 -16 -12 18 22 20 21 -20 26 24 -24 -25 27 28 -18 -30
right_child=2 -3 -4 4 -6 6 7 9 -10 -11 11 -13 13 14 15 -17 17 -19 19 -21 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-1.4216110172332711e-06 -2.7139566436744645e-05 -7.5255151568853765e-05 6.2420677808073708e-05 -3.0421739076566019e-05 4.4398397440090777e-05 -2.4901487125569714e-05 -6.267861663218355e-06 2.5385812962971005e-05 5.9583587806074596e-05 -2.3702488610508916e-05 -2.27123398065399e-05 -5.132162743393565e-05 7.5703680459766824e-05 3.1245452555594964e-05 -5.361557185096899e-05 5.8566367291253606e-06 -6.8530285989349516e-07 2.7005001102224923e-05 3.1189456437914492e-05 -1.8843891272505667e-05 7.8587906808111482e-05 -3.1392057298944568e-05 4.3634961801933861e-07 7.28170300135389e-05 -8.1940108378018655e-05 -1.9012795845893297e-05 4.3299840634812005e-05 9.9071385941076532e-06 -0.00013051892912699259 2.9740141035290437e-05
leaf_weight=196 20 20 22 27 20 23 20 27 23 29 31 20 21 20 20 36 1974 25 20 24 21 20 33 20 35 33 34 267 20 20
leaf_count=196 20 20 22 27 20 23 20 27 23 29 31 20 21 20 20 36 1974 25 20 24 21 20 33 20 35 33 34 267 20 20
internal_value=0 -8.25805e-06 6.14023e-07 1.4238e-07 3.32963e-07 2.29702e-08 3.14876e-07 5.2253e-07 2.8955e-05 7.79492e-08 3.31397e-07 8.02953e-08 4.64752e-07 1.39507e-05 -3.11268e-06 -1.53834e-05 -4.2866e-08 2.33157e-07 -3.23317e-08 1.40475e-05 2.69884e-05 -1.013e-07 -5.23624e-07 -1.67321e-05 -4.19633e-05 1.564e-05 3.23558e-07 -3.17035e-07 -1.67247e-06 -5.03894e-05
internal_weight=0 216 2905 2883 2863 2843 2816 2793 43 2750 2721 2694 2674 97 76 56 2577 2546 2521 85 61 40 2436 121 68 53 2315 2281 2014 40
internal_count=3121 216 2905 2883 2863 2843 2816 2793 43 2750 2721 2694 2674 97 76 56 2577 2546 2521 85 61 40 2436 121 68 53 2315 2281 2014 40
is_linear=0
shrinkage=0.1


Tree=4256
num_leaves=31
num_cat=0
split_feature=390 12 1186 43 403 132 50 1185 1203 13 399 16 52 394 1185 43 393 394 13 40 2 0 11 33 47 9 3 47 1 47
split_gain=1.58693e-06 6.4134e-06 1.82368e-06 1.18472e-05 7.38686e-06 4.77708e-06 6.35721e-05 3.43299e-05 3.79281e-06 1.66216e-06 2.81121e-06 1.91795e-06 3.13345e-06 1.61574e-06 2.40604e-06 4.68042e-06 3.23404e-06 2.18019e-06 1.66512e-06 1.46642e-05 8.20813e-06 6.08635e-06 2.84938e-06 4.96583e-06 2.33846e-06 1.12859e-05 2.45815e-05 8.57206e-06 4.03487e-06 1.13034e-05
threshold=0.087590000000000015 0.088485000000000022 0.057025000000000006 -0.012164999999999999 -1.0000000180025095e-35 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.085960000000000023 -0.051094999999999995 0.090310000000000015 -0.073404999999999984 0.08734500000000002 -0.10499499999999999 0.085905000000000009 -0.011694999999999999 0.09389500000000002 -1.0000000180025095e-35 0.24813000000000004 -0.24452499999999996 0.31765000000000004 -0.059114999999999994 -0.011194999999999998 -0.012019999999999998 0.094160000000000008 0.088235000000000022 -0.13309499999999996 0.096850000000000006 0.099990000000000009 0.107145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 8 -7 9 -1 11 12 -11 -9 16 -16 17 -15 19 -19 22 -20 -21 -24 25 -25 -27 -26 -29 -30
right_child=1 -3 3 4 -6 7 -8 13 -10 10 -12 -13 -14 14 15 -17 -18 18 21 20 -22 -23 23 24 27 26 -28 28 29 -31
leaf_value=2.7790733359076763e-05 -1.9604868096697225e-05 5.2081551169836678e-05 2.4594455438394411e-05 -9.193242810645396e-05 -7.9616565926698968e-06 -0.00013149328835424968 0.00018415796992485412 -2.584068630919016e-05 -3.7699814103169568e-05 -1.4066539733903484e-06 -2.5636413742328541e-05 -1.1421386448894149e-05 4.6081608616077574e-05 -2.6844451020869817e-05 -7.7492737783240554e-06 5.7548019270013494e-05 3.7179872576772425e-05 8.5551948932334194e-05 3.4953565121230775e-06 3.7689122182200668e-05 -6.4221904249279764e-05 -5.9073726118764503e-05 -4.863031846027644e-05 1.5170455368389047e-07 6.6004420775319292e-05 2.8569146187302457e-05 -0.00011957878916746267 -1.1129379157847764e-05 8.2241312464334667e-05 2.763381170860924e-06
leaf_weight=22 24 26 39 22 20 20 20 24 28 33 36 34 24 31 23 21 23 20 53 20 20 22 21 2176 24 21 24 108 21 121
leaf_count=22 24 26 39 22 20 20 20 24 28 33 36 34 24 31 23 21 23 20 53 20 20 22 21 2176 24 21 24 108 21 121
internal_value=0 1.76721e-05 -2.87721e-07 -1.50934e-05 -5.19463e-05 1.13369e-07 1.51638e-05 -9.48188e-07 -3.93163e-06 2.41407e-06 -1.98188e-06 7.37595e-06 1.85884e-05 -6.64394e-09 2.18899e-07 2.34153e-05 -1.58419e-07 -4.7862e-07 -1.70306e-07 2.57332e-07 -4.10075e-07 -1.48582e-05 9.31726e-08 -2.05682e-07 2.019e-07 -8.73404e-07 -5.04431e-05 8.91814e-06 3.43785e-06 1.45172e-05
internal_weight=0 50 3071 81 42 2990 197 2793 177 149 127 91 57 2773 2749 44 2705 2682 2651 2576 2556 75 2536 2516 2495 2221 45 274 250 142
internal_count=3121 50 3071 81 42 2990 197 2793 177 149 127 91 57 2773 2749 44 2705 2682 2651 2576 2556 75 2536 2516 2495 2221 45 274 250 142
is_linear=0
shrinkage=0.1


Tree=4257
num_leaves=31
num_cat=0
split_feature=12 4 12 15 9 10 1 2 133 132 15 132 50 130 16 0 13 390 34 10 4 9 45 1186 16 16 1429 159 1 133
split_gain=1.84333e-06 3.82155e-06 1.70808e-06 6.3283e-06 4.65452e-06 5.65365e-06 1.03883e-05 4.59185e-06 1.92771e-06 1.79587e-06 4.04159e-05 1.92345e-05 8.94067e-06 1.96092e-06 2.2904e-06 7.24286e-06 2.41119e-06 1.90021e-06 1.79736e-06 2.82804e-06 1.57038e-05 2.03979e-06 1.92008e-06 1.99485e-06 2.0118e-06 2.44493e-05 3.66268e-06 4.66216e-06 1.03798e-05 9.28958e-06
threshold=0.23631000000000002 0.63113500000000011 0.12757000000000002 -0.079249999999999987 0.092890000000000014 0.053330000000000009 0.11829500000000003 -0.090999999999999984 0.017095000000000003 -0.083284999999999984 0.091915000000000011 -0.076764999999999986 0.08461500000000001 -0.079354999999999981 -0.082039999999999988 -0.087974999999999984 0.0027400000000000007 0.087590000000000015 -0.085114999999999982 -0.011239999999999998 0.053180000000000012 -0.036024999999999995 0.094030000000000016 0.057025000000000006 0.0013750000000000001 -0.0007049999999999999 0.091465000000000005 0.10545500000000001 0.11588000000000001 0.085075000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 -7 -1 -5 10 12 -11 -9 14 15 -13 -16 18 -15 20 -20 -21 23 24 25 -23 27 -26 29 -29
right_child=-2 -3 3 8 -6 6 -8 9 -10 11 -12 13 -14 17 16 -17 -18 -19 19 21 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=4.1339299598432805e-05 -2.8205348383420171e-05 3.6985789864881928e-05 -6.3084469620662271e-05 -1.8307098120699678e-05 3.4553018717932179e-05 -8.8522529777037564e-05 1.3400630850810559e-05 1.0940882942345555e-07 2.1570210406530857e-05 -9.8466633471616663e-05 0.0001279121147163096 4.0886736436126132e-05 -7.1041382533394419e-05 2.7604874743370934e-05 8.2479842343933094e-06 -4.1218039467077526e-05 5.6763788297757865e-05 2.1386418405036707e-05 -7.1390613817357015e-05 -3.2370303124480415e-05 2.7679314294459802e-05 6.8142798508889773e-07 -2.3558611064800062e-05 -2.8068633168004453e-05 -3.1838443580481332e-06 9.6619931018385275e-05 1.8946585846101196e-05 -8.5073591888912614e-05 2.7479061195070088e-05 -1.6783600234372319e-06
leaf_weight=27 23 28 20 22 39 20 20 151 27 20 25 21 20 22 21 22 20 39 32 20 32 1642 35 25 579 27 63 34 23 22
leaf_count=27 23 28 20 22 39 20 20 151 27 20 25 21 20 22 21 22 20 39 32 20 32 1642 35 25 579 27 63 34 23 22
internal_value=0 2.09387e-07 -1.26033e-07 -1.56819e-05 2.31632e-07 -2.2027e-07 -3.75609e-05 2.90896e-07 3.66611e-06 -9.19384e-08 9.15049e-06 -7.63119e-07 -8.21232e-06 -3.37159e-08 1.50037e-05 -1.12036e-06 3.19142e-05 -5.20475e-07 -8.54735e-07 -1.10182e-06 -2.18556e-05 -5.64068e-07 -3.04426e-07 3.25915e-08 3.26537e-07 2.23346e-06 -4.08768e-06 -6.29309e-06 -2.90811e-05 -5.23112e-05
internal_weight=0 3098 3070 69 3001 2962 40 2922 49 2895 196 2699 171 2679 84 43 41 2595 2556 2534 64 2470 2450 2415 2390 1669 721 658 79 56
internal_count=3121 3098 3070 69 3001 2962 40 2922 49 2895 196 2699 171 2679 84 43 41 2595 2556 2534 64 2470 2450 2415 2390 1669 721 658 79 56
is_linear=0
shrinkage=0.1


Tree=4258
num_leaves=31
num_cat=0
split_feature=132 1185 1203 50 12 4 10 16 51 9 45 156 475 157 1429 1372 49 43 160 1446 479 481 479 157 157 1447 1447 480 1447 481
split_gain=1.8209e-06 1.05028e-05 6.63762e-06 1.75996e-06 1.50976e-06 3.77863e-06 1.53921e-06 6.86245e-06 1.62919e-05 2.36686e-06 1.46535e-06 1.45383e-06 2.016e-06 1.58983e-06 9.06787e-06 8.55201e-06 4.3286e-06 5.35906e-06 5.91225e-06 3.10992e-06 3.1345e-06 2.9033e-06 4.49661e-06 3.7273e-06 4.72867e-06 4.51936e-06 4.59987e-06 6.17269e-06 2.21078e-05 1.78445e-05
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 0.093975000000000017 0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 0.080335000000000018 0.08925000000000001 0.094030000000000016 0.3248100000000001 0.12927000000000002 -0.087424999999999989 0.083840000000000012 -0.082994999999999985 -0.0072499999999999986 -0.08231999999999999 -0.084454999999999988 -0.09143999999999998 0.10713500000000002 -0.15689499999999998 0.078750000000000014 -0.085474999999999982 -0.082414999999999988 -0.087654999999999983 -0.086424999999999988 0.086995000000000017 -0.08477999999999998 -0.085629999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 -3 10 11 12 13 14 16 -15 -8 -18 -19 -17 21 -21 23 -23 -25 -26 -27 29 -29 -28
right_child=1 4 -4 -5 -6 -7 9 -9 -10 -11 -12 -13 -14 15 -16 19 17 18 -20 20 -22 22 -24 24 25 26 27 28 -30 -31
leaf_value=2.4162406979095457e-08 6.9490682190834462e-05 -7.6517884705632849e-05 -6.3735390126566928e-05 -3.0613134177179919e-05 -2.5384814173024927e-05 3.9850834650678737e-05 3.5047424327266139e-05 2.544942742106011e-05 2.0757198159447979e-05 2.49129508516396e-05 -1.993982726465523e-05 -2.4661011127097046e-05 3.0734941174159761e-05 6.1628902087408204e-05 -7.0605782310026593e-05 -3.8906186978238112e-05 -3.8874600987152297e-05 5.1859827692082732e-05 -1.4255319817828807e-05 -3.0130858580847533e-05 3.1779339852722192e-05 -3.367333351320667e-05 4.285773429728579e-05 3.6152950663047187e-05 -4.7212913759722145e-05 4.8278029144057658e-05 7.5257164235154056e-05 -0.00011259080201853067 4.3417400178679869e-06 1.8549521153384379e-08
leaf_weight=175 22 36 20 21 23 24 28 33 33 39 36 23 22 23 21 20 38 21 38 31 32 32 25 37 20 20 32 22 61 2113
leaf_count=175 22 36 20 21 23 24 28 33 33 39 36 23 22 23 21 20 38 21 38 31 32 32 25 37 20 20 32 22 61 2113
internal_value=0 6.58642e-07 -8.85813e-06 -3.25841e-06 1.33389e-07 3.38606e-07 4.22839e-09 -1.20571e-05 -2.9995e-05 4.54212e-07 1.00264e-07 3.71585e-07 5.90003e-07 3.36297e-07 -9.80325e-06 9.36124e-07 4.11578e-07 -9.5864e-06 9.27719e-06 3.6519e-07 6.89078e-07 2.73328e-07 6.72367e-07 2.2109e-07 6.91642e-07 1.13128e-07 5.34179e-07 1.05598e-07 -2.66524e-05 1.14099e-06
internal_weight=0 2905 216 196 2883 2860 2836 102 69 2734 2695 2659 2636 2614 146 2468 125 97 59 2445 2425 2393 2362 2337 2305 2268 2248 2228 83 2145
internal_count=3121 2905 216 196 2883 2860 2836 102 69 2734 2695 2659 2636 2614 146 2468 125 97 59 2445 2425 2393 2362 2337 2305 2268 2248 2228 83 2145
is_linear=0
shrinkage=0.1


Tree=4259
num_leaves=31
num_cat=0
split_feature=130 10 3 40 42 132 1185 15 1186 0 16 3 10 4 9 9 403 3 12 403 16 399 160 160 394 390 15 52 52 3
split_gain=1.50566e-06 4.75645e-06 4.89859e-06 3.30379e-06 2.5052e-06 1.84756e-06 1.0614e-05 4.52453e-06 2.1074e-06 2.03906e-06 2.37805e-06 3.0151e-06 1.65588e-06 1.19371e-05 2.54714e-06 2.24403e-06 1.58425e-06 1.16872e-05 2.51816e-05 3.99046e-06 1.55182e-06 3.74857e-06 1.41203e-06 1.6625e-06 1.36752e-06 4.56497e-06 1.61773e-06 1.77809e-06 9.97142e-06 1.85758e-05
threshold=-0.23647499999999996 -0.38124499999999995 -0.0063699999999999989 -0.24134999999999998 0.15021500000000002 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.073309999999999986 -0.081299999999999983 -0.085709999999999995 -0.011559999999999999 0.053180000000000012 0.08925000000000001 0.10530000000000002 -0.53960999999999981 -0.085784999999999986 0.092355000000000007 -0.53255499999999989 -0.097644999999999996 0.089300000000000004 0.51752500000000012 0.50959500000000013 -0.12099999999999998 0.090205000000000007 0.19724500000000003 0.098380000000000009 0.10898500000000001 -0.081644999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 7 -7 8 9 10 20 -12 13 -8 16 -16 17 -14 -19 -18 -5 -22 23 24 -21 26 27 -26 29 -29
right_child=1 3 -4 4 -6 6 12 -9 -10 -11 11 -13 14 -15 15 -17 19 18 -20 22 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-2.7349672427590123e-05 6.9430028906936067e-05 -3.9804603104476842e-05 2.7830967502225012e-07 1.7960985436123643e-05 3.0904024213476501e-05 7.1251715832789026e-05 -6.1126803365691419e-05 -4.9135573281091641e-05 -3.3895262666711847e-05 -2.7445618786714477e-05 -3.8468662337849812e-06 4.7405376790266018e-05 7.9742527923372115e-05 2.3528736119260432e-05 4.7840661465583949e-05 1.0367748564021895e-06 -4.3938874642619688e-05 -8.134282199814782e-05 5.3115748050913682e-05 1.9151245699807383e-05 1.3277492188699696e-06 -4.8560181030552483e-05 2.0705406403465079e-05 -2.8452745685908235e-05 1.0535941200069982e-06 -4.6905976203214821e-05 2.5225120531104042e-05 1.7471201010721417e-05 -8.8712205218183478e-07 -0.00010242104888707869
leaf_weight=20 20 21 21 24 26 21 31 25 21 24 22 24 20 36 21 20 21 26 30 36 61 20 32 21 1919 21 25 24 460 28
leaf_count=20 20 21 21 24 26 21 31 25 21 24 22 24 20 36 21 20 21 26 30 36 61 20 32 21 1919 21 25 24 460 28
internal_value=0 1.76393e-07 3.40109e-05 -2.76945e-07 -3.80189e-09 -2.70514e-07 4.26173e-07 -9.0721e-06 -3.96196e-06 -3.69966e-07 3.93345e-06 2.28934e-05 -1.10578e-07 -1.56402e-05 2.74218e-07 2.50095e-05 -1.0661e-07 1.41238e-05 -9.31145e-06 -5.24667e-07 -4.37283e-06 -1.09903e-05 -1.69367e-07 -4.32979e-07 -1.98831e-07 -4.80059e-07 -8.30951e-08 -3.43361e-07 -5.57921e-06 -4.70862e-05
internal_weight=0 3101 41 3060 3039 3013 2792 221 196 175 151 46 2771 67 2704 41 2663 76 56 2587 105 81 2566 2534 2513 2477 2456 2431 512 52
internal_count=3121 3101 41 3060 3039 3013 2792 221 196 175 151 46 2771 67 2704 41 2663 76 56 2587 105 81 2566 2534 2513 2477 2456 2431 512 52
is_linear=0
shrinkage=0.1


Tree=4260
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1210 1213 1210 1212 43 1212 1210 52 0 402 402 2 481 402 43 132 43 1203 50 394 2 484 484 1429 2 130 13
split_gain=1.49388e-06 2.2215e-06 2.80178e-06 3.06297e-06 7.16487e-06 3.30668e-06 1.66496e-06 6.87628e-06 9.61623e-06 6.44465e-06 6.14494e-06 5.36745e-06 2.44501e-06 2.89058e-06 3.41891e-06 1.05609e-05 2.50038e-05 2.16645e-05 6.72806e-06 7.21557e-05 3.15661e-05 7.19897e-06 6.45969e-06 4.73798e-06 1.88728e-05 1.15002e-05 2.1838e-05 9.89562e-06 6.70038e-06 7.59375e-06
threshold=0.12461500000000002 0.10837500000000001 0.098655000000000007 -0.13847499999999999 -0.083944999999999978 -0.090569999999999998 -0.088629999999999987 -0.0047449999999999992 -0.21859999999999999 -0.083289999999999989 0.087765000000000024 -0.086284999999999987 0.11522000000000002 0.11174500000000002 0.087625000000000022 -0.087424999999999989 0.10686000000000002 -0.077319999999999986 -0.083284999999999984 -0.011694999999999999 0.089480000000000018 0.088425000000000017 -0.091729999999999992 0.087015000000000023 0.085740000000000011 0.085790000000000019 0.032755000000000006 0.086590000000000014 -0.011264999999999999 -0.0060599999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 8 -7 -8 11 -9 13 14 15 17 18 -11 19 -17 22 -21 -20 25 -25 27 -27 28 29 -24
right_child=-2 -3 -4 5 -6 6 9 10 -10 12 -12 -13 -14 -15 -16 16 -18 -19 20 21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=6.908171950445173e-05 -2.7242535525147106e-05 3.1138644882720777e-05 -3.4089566482483255e-05 -3.8815278110798158e-05 -8.7995846384998282e-06 -2.6641908009188574e-06 5.4509417995260186e-05 6.0583992728005309e-05 -9.1518574273712677e-05 1.2521547157093389e-05 -2.7715740549562422e-05 -7.3890085158858537e-06 2.7236852857144683e-05 -3.6247868311792531e-05 -2.9650211560845158e-06 0.00019847988379297023 0.00011424828227886576 -0.00011558983231804053 -4.81656792386354e-05 3.3966516411965132e-06 -0.00012260764779057354 -6.6496248837211167e-05 7.9780029744142667e-05 -2.6897152045941249e-06 0.00011258370457653655 1.0089125355859455e-06 -0.00010348511067214922 6.5801372251631364e-05 2.9889888117895565e-06 2.5908449550535388e-06
leaf_weight=21 20 23 24 22 27 29 22 26 21 33 30 21 33 22 1557 20 21 22 23 56 20 20 25 49 20 70 28 28 762 26
leaf_count=21 20 23 24 22 27 29 22 26 21 33 30 21 33 22 1557 20 21 22 23 56 20 20 25 49 20 70 28 28 762 26
internal_value=0 1.75702e-07 -5.56646e-08 2.11792e-07 2.52735e-05 -1.88394e-07 9.63884e-08 -1.11072e-05 -3.9983e-05 5.94411e-07 7.64341e-06 3.02131e-05 1.76023e-07 -1.42681e-07 1.43044e-07 4.09992e-06 6.11641e-06 -3.8723e-05 4.13666e-06 2.9478e-05 1.82195e-06 -1.49962e-05 4.23571e-06 5.43138e-06 3.07229e-05 3.5729e-06 -2.88465e-05 7.35067e-06 5.3376e-06 4.04287e-05
internal_weight=0 3101 3078 3054 48 3006 2984 127 50 2857 77 47 2835 2802 2780 1223 1168 55 1147 96 1051 76 1031 1008 69 939 98 841 813 51
internal_count=3121 3101 3078 3054 48 3006 2984 127 50 2857 77 47 2835 2802 2780 1223 1168 55 1147 96 1051 76 1031 1008 69 939 98 841 813 51
is_linear=0
shrinkage=0.1


Tree=4261
num_leaves=31
num_cat=0
split_feature=132 1185 43 399 130 12 1186 129 1184 1185 1185 394 1213 1211 401 15 133 1210 47 47 47 47 484 47 48 47 51 47 47 148
split_gain=1.7486e-06 8.56199e-06 4.18136e-06 3.14755e-06 1.30992e-06 3.90683e-06 1.34848e-06 3.0322e-06 3.4991e-06 1.76213e-06 2.9384e-06 1.86354e-06 1.54487e-06 1.66675e-06 1.918e-06 5.30016e-06 3.65362e-06 2.35363e-06 1.66678e-06 1.13506e-05 1.35439e-05 1.22129e-05 3.8518e-06 6.13539e-06 3.41821e-06 3.06076e-06 2.74923e-06 2.38552e-06 2.65847e-06 2.10618e-06
threshold=-0.083174999999999985 -0.083264999999999992 -0.010739999999999998 0.090005000000000016 -0.23647499999999996 0.23631000000000002 0.090275000000000008 -0.077709999999999987 0.083155000000000021 0.090595000000000009 0.086265000000000022 -0.088469999999999979 0.51258500000000007 0.11986000000000001 -0.06959499999999999 0.095175000000000023 0.51114000000000004 0.24726500000000004 0.10397500000000001 0.094460000000000002 0.091680000000000011 0.097970000000000015 -0.078424999999999981 0.10843500000000002 0.10061000000000002 0.087885000000000019 -0.40274499999999996 0.11328000000000001 0.13302500000000003 -0.10069499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 7 -6 9 10 11 -9 13 14 15 -13 17 18 19 20 25 -21 -20 -24 -23 29 -25 -28 -29 -16
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leaf_value=-1.2116833415348083e-05 6.4275805544595997e-05 -2.5312333991678316e-05 -1.6336148882799094e-06 -6.5340876117261362e-05 -3.1814405253195826e-05 4.234736579333416e-05 2.0140296992670332e-05 -2.3854779856540546e-05 4.0813817132684132e-05 -2.8349186339420903e-05 3.5658130503219108e-05 -1.2713387680681386e-05 2.6445152169881938e-05 -2.3600991286609012e-05 2.7840783534177011e-05 4.5793191702614422e-05 -3.1512696529918032e-05 3.1307383051171203e-05 -2.51392062542938e-05 -9.3170284534843878e-05 8.2262915211686052e-05 -3.7561858646638161e-05 5.7089210167760035e-05 4.0334710756724238e-05 1.7682843197993257e-05 -2.8920405040136414e-05 -3.1248129234882069e-05 1.7121913627230847e-05 -1.7519158495815647e-05 -2.6435548575116999e-07
leaf_weight=25 21 20 177 20 30 22 33 33 21 22 23 30 22 30 27 32 37 24 29 27 20 21 28 20 24 37 20 72 32 2142
leaf_count=25 21 20 177 20 30 22 33 33 21 22 23 30 22 30 27 32 37 24 29 27 20 21 28 20 24 37 20 72 32 2142
internal_value=0 6.55011e-07 -8.55355e-06 -3.5772e-05 1.90787e-07 3.69256e-07 4.36143e-08 -1.92986e-07 1.49114e-07 -1.61191e-07 6.59651e-08 -2.36443e-07 5.50319e-08 -1.63891e-07 1.04268e-07 1.74836e-05 -3.16636e-07 1.40857e-07 -1.58462e-07 -9.2226e-07 3.41714e-07 -4.00001e-05 8.57392e-06 1.42581e-05 -8.09802e-06 -4.00999e-07 5.92984e-06 3.80662e-07 6.46312e-06 8.5501e-08
internal_weight=0 2899 222 45 2878 2858 2836 2803 2773 2752 2730 2707 2674 2652 2622 62 2560 2523 2499 2298 2226 72 201 172 45 2206 144 124 104 2169
internal_count=3121 2899 222 45 2878 2858 2836 2803 2773 2752 2730 2707 2674 2652 2622 62 2560 2523 2499 2298 2226 72 201 172 45 2206 144 124 104 2169
is_linear=0
shrinkage=0.1


Tree=4262
num_leaves=31
num_cat=0
split_feature=1211 1211 1211 132 1203 1185 50 401 15 1210 399 12 43 43 4 1 121 0 0 133 42 12 3 2 156 157 52 484 12 4
split_gain=1.5222e-06 3.50024e-06 2.22465e-06 1.64493e-06 4.93619e-05 3.24801e-05 9.34187e-06 1.65371e-06 6.4583e-06 3.52899e-06 1.53255e-06 3.53415e-06 1.40807e-06 7.02545e-06 3.08022e-06 2.50451e-06 5.73058e-06 2.0908e-06 2.87401e-06 2.09619e-06 2.07742e-06 3.04022e-06 6.15939e-06 1.87008e-05 6.83365e-06 1.34497e-05 9.22686e-06 6.61352e-06 1.62113e-05 1.65758e-05
threshold=0.11716500000000001 0.13003000000000001 0.11088500000000003 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.06959499999999999 0.095175000000000023 0.15724500000000002 -0.065739999999999979 0.089410000000000003 0.084740000000000024 0.097930000000000017 -0.084134999999999988 0.16540500000000002 -0.094339999999999993 -0.10151999999999999 -0.09595999999999999 -0.27466499999999994 -0.23108499999999998 0.094580000000000011 -0.065229999999999996 0.10527500000000002 -0.065739999999999979 -0.04831499999999999 -0.54906499999999991 -0.096419999999999992 0.096525000000000014 -0.065794999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 -1 8 -7 10 11 -9 15 -14 -15 16 -12 19 -19 -16 -18 -22 24 -24 -23 -26 -27 -28 29 -29
right_child=1 -3 -4 5 -6 7 -8 9 -10 -11 12 -13 13 14 17 -17 20 18 -20 -21 21 22 23 -25 25 26 27 28 -30 -31
leaf_value=4.4903187947718176e-07 4.1085700286203067e-05 -1.0394250963145169e-05 -3.0616626584863597e-05 -0.00012459632056388296 0.00015801197459950345 -1.1696917073701722e-05 -7.1673928978270858e-05 -8.6522446811917078e-06 6.0609031338355558e-05 -3.311207101432956e-05 -4.8283790281781576e-05 4.62034747571401e-05 -5.3605963023136576e-05 3.3669381453997315e-05 -1.3506738711536551e-05 3.5872481466867614e-05 2.7425942021338792e-05 -4.8059857399493921e-05 -5.5127685453800202e-06 2.7686886275925342e-05 2.1811089915498564e-06 5.4661999656673294e-05 -9.8761850045371439e-05 1.2005033141966643e-05 -6.2488194596979253e-05 6.5266846074033921e-05 4.2961890293164682e-05 -0.00011748799170163693 5.7905279605043561e-06 -1.3309301539266017e-05
leaf_weight=176 28 25 24 21 20 30 20 24 21 32 24 23 29 23 21 20 29 20 77 30 1965 20 27 35 37 21 28 24 205 42
leaf_count=176 28 25 24 21 20 30 20 24 21 32 24 23 29 23 21 20 29 20 77 30 1965 20 27 35 37 21 28 24 205 42
internal_value=0 1.68027e-05 -2.90273e-07 -5.11686e-08 8.36014e-06 -6.93617e-07 -6.91045e-06 2.33336e-07 1.80761e-05 -9.68458e-08 2.90998e-07 1.8192e-05 -2.32898e-08 -8.09446e-06 -3.76137e-07 6.284e-07 3.41512e-07 -5.66699e-06 -1.42854e-05 1.07248e-05 8.2117e-07 5.00231e-07 -7.02352e-06 -3.62322e-05 -2.21998e-06 -5.40664e-06 1.19341e-06 -3.30673e-06 -8.08725e-06 -5.11925e-05
internal_weight=0 53 3068 3044 216 2828 196 2807 51 2756 2724 47 2677 200 171 2477 2457 148 97 51 2433 2404 439 62 377 357 320 299 271 66
internal_count=3121 53 3068 3044 216 2828 196 2807 51 2756 2724 47 2677 200 171 2477 2457 148 97 51 2433 2404 439 62 377 357 320 299 271 66
is_linear=0
shrinkage=0.1


Tree=4263
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 130 1213 403 403 481 1213 133 1447 403 133 401 159 0 1209 1209 402 13 1210 1212 12 128 160 1212 2 1211 375
split_gain=1.72373e-06 8.47437e-06 8.39821e-06 1.31329e-06 3.75725e-06 1.35745e-06 1.59834e-05 8.55128e-06 4.63997e-06 2.86224e-05 2.04237e-05 1.58701e-05 3.62936e-06 6.43692e-06 5.05332e-06 3.57609e-06 7.60351e-06 2.32828e-06 3.11484e-06 2.23124e-06 8.34937e-06 3.11672e-06 2.28704e-06 8.17638e-06 6.39103e-06 4.55681e-06 4.53218e-06 7.48419e-06 3.4043e-06 2.74643e-06
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 0.23631000000000002 -0.22461999999999996 0.04198000000000001 -0.5335399999999999 -0.50388999999999984 -0.086729999999999988 1.0000000180025095e-35 0.087495000000000003 0.050705000000000007 -0.036149999999999995 -0.14292499999999997 0.080710000000000018 0.11576000000000002 -0.088544999999999985 -0.092099999999999987 -0.074484999999999982 -0.45454999999999995 -0.066634999999999986 0.258635 0.087615000000000012 0.086305000000000007 0.088865000000000013 -0.55323499999999981 0.094820000000000002 0.094565000000000024 0.085535000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 8 -7 -8 10 17 11 15 14 -14 -9 16 -6 -10 -19 20 -20 22 25 -24 26 -21 -25 -28 29 -27
right_child=1 3 -4 -5 5 6 7 12 9 -11 -12 -13 13 -15 -16 -17 -18 18 19 21 -22 -23 23 24 -26 28 27 -29 -30 -31
leaf_value=-2.3197955809392832e-06 6.2469744377515533e-05 3.7487734159556033e-05 -7.0346134834835551e-05 -2.3630988067927084e-05 -1.0558324685830267e-06 9.0503459796309477e-05 -6.3299438224930781e-05 7.9133455329519046e-06 2.6748052480416526e-05 -0.00011772267373869131 0.00010819074384796427 -7.501285071240008e-05 -8.5136930768688523e-07 7.2388643675367346e-05 -4.0795425307546144e-05 -1.0607337389956229e-05 8.5097957708057947e-05 -3.0448795597684305e-05 6.495751113106962e-05 3.7783542904890058e-05 -2.4316503013324111e-05 -3.9159425623005348e-05 -5.3192617908919332e-05 1.1797537519503914e-05 5.2335895670694302e-05 -2.365256084158825e-07 -7.6108542756022279e-05 9.3665459644398662e-06 4.0842632879503076e-05 -3.4976254799245076e-05
leaf_weight=196 22 27 20 23 21 21 20 89 31 21 21 22 30 20 28 20 20 35 22 32 20 21 37 44 20 2154 21 20 20 23
leaf_count=196 22 27 20 23 21 21 20 89 31 21 21 22 30 20 28 20 20 35 22 32 20 21 37 44 20 2154 21 20 20 23
internal_value=0 6.40829e-07 -8.61853e-06 1.69016e-07 3.60415e-07 6.57165e-09 7.78284e-06 -1.50664e-06 -6.09605e-07 -1.46354e-06 2.009e-05 -2.20052e-06 5.8937e-06 2.84446e-05 -3.74345e-06 2.40597e-05 4.09704e-05 -4.8696e-07 -8.28915e-07 -4.02992e-07 2.24461e-05 -8.04188e-07 -4.64475e-07 -1.27695e-05 1.47487e-06 3.19424e-07 -1.04924e-05 -3.44134e-05 -2.26253e-07 -6.03551e-07
internal_weight=0 2905 216 2883 2860 2833 208 187 2625 2521 104 83 167 50 117 61 41 2500 2469 2434 42 2392 2371 142 105 2229 85 41 2197 2177
internal_count=3121 2905 216 2883 2860 2833 208 187 2625 2521 104 83 167 50 117 61 41 2500 2469 2434 42 2392 2371 142 105 2229 85 41 2197 2177
is_linear=0
shrinkage=0.1


Tree=4264
num_leaves=31
num_cat=0
split_feature=132 1185 1203 398 0 0 42 12 3 399 130 10 0 40 40 40 123 10 4 9 97 4 0 2 150 150 150 148 40 4
split_gain=1.41653e-06 8.4704e-06 4.20462e-06 1.32118e-06 3.50653e-06 2.56664e-06 3.27826e-06 3.10298e-06 5.13942e-06 1.81691e-06 1.24946e-06 3.94486e-06 4.18246e-06 2.72439e-06 2.34866e-06 3.29011e-06 2.41455e-06 1.97454e-06 1.42102e-05 3.42079e-06 1.93944e-06 2.92453e-06 6.42648e-06 3.925e-06 2.21698e-06 2.21531e-06 2.69444e-06 2.50485e-06 2.11056e-06 3.2204e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10586000000000002 -0.098289999999999975 -0.087084999999999982 -0.015274999999999999 0.11418000000000002 -0.080484999999999987 0.088190000000000018 -0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 -0.085734999999999992 -0.08440499999999998 0.084180000000000019 -0.011559999999999999 0.053180000000000012 0.08925000000000001 -0.079444999999999988 0.53859500000000016 -0.09595999999999999 -0.0091949999999999983 -0.11226499999999999 -0.094239999999999977 -0.088479999999999989 -0.098399999999999974 -0.079414999999999986 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 8 9 -7 -3 12 -12 -13 16 -16 -15 18 -17 20 -19 23 -23 -22 -25 -26 -27 -28 -29 -30
right_child=1 10 -4 -5 5 7 -8 -9 -10 -11 11 13 -14 14 15 17 -18 19 -20 -21 21 22 -24 24 25 26 27 28 29 -31
leaf_value=-4.0936828099802369e-05 6.3869122476760472e-05 -2.477976457157638e-05 -4.3923646035182177e-05 2.0031360161184515e-05 4.3298785441528221e-05 -3.3678735690045869e-05 -9.8231838949556874e-06 -4.1000329814699444e-05 4.0444146567176142e-05 3.0324558023354396e-06 -7.1926652232096306e-08 -3.6030055309224525e-05 6.382546047461801e-05 4.4321760303015863e-05 -3.9728151053471567e-05 -7.5515300897677662e-05 2.8944302090060186e-06 -3.0288498064259156e-05 2.3197111066630378e-05 3.0199595338624359e-05 -3.7446056623074197e-05 -1.3482562540697734e-05 6.3856657884157775e-05 2.449961089901941e-05 -3.3307369158137589e-05 3.0953194904473745e-05 -3.0534795991520191e-05 2.3793371243251337e-05 8.429778244221727e-07 -1.2386219759040372e-05
leaf_weight=24 21 20 28 23 26 28 21 23 23 26 21 21 20 24 21 25 34 21 35 38 28 21 22 37 20 28 27 37 2177 201
leaf_count=24 21 20 28 23 26 28 21 23 23 26 21 21 20 24 21 25 34 21 35 38 28 21 22 37 20 28 27 37 2177 201
internal_value=0 5.8955e-07 -7.69863e-06 -2.47028e-06 -5.49681e-06 2.8931e-07 1.95634e-05 -8.76953e-06 8.57852e-07 -1.6003e-05 1.27816e-07 3.02117e-07 3.10975e-05 -1.46095e-07 1.2342e-07 -2.98411e-07 2.00368e-05 6.34563e-09 -1.79331e-05 4.11451e-07 -2.0756e-08 2.23902e-07 2.60863e-05 -2.11356e-07 2.01217e-07 -1.59843e-07 1.08558e-07 -2.45107e-07 9.35351e-08 -2.75218e-07
internal_weight=0 2899 222 194 171 147 47 100 77 54 2878 2858 41 2817 2796 2738 58 2717 60 2657 2619 2598 43 2555 2527 2490 2470 2442 2415 2378
internal_count=3121 2899 222 194 171 147 47 100 77 54 2878 2858 41 2817 2796 2738 58 2717 60 2657 2619 2598 43 2555 2527 2490 2470 2442 2415 2378
is_linear=0
shrinkage=0.1


Tree=4265
num_leaves=31
num_cat=0
split_feature=48 48 457 457 4 150 160 147 39 34 10 9 9 39 13 158 159 4 40 39 39 39 12 15 45 16 0 16 149 457
split_gain=1.33482e-06 2.58001e-06 4.90516e-06 1.68714e-06 7.69485e-06 2.34779e-06 1.1817e-05 3.37024e-06 1.95557e-06 7.164e-06 1.14763e-05 1.00233e-05 5.87215e-06 3.53386e-06 4.39747e-06 8.24024e-06 2.63328e-06 2.57601e-06 3.25255e-06 2.56311e-06 7.79833e-06 7.01618e-06 5.00354e-06 1.44136e-05 4.27492e-06 3.3162e-06 2.51667e-06 2.27528e-06 2.21847e-06 2.42617e-06
threshold=0.13400000000000004 0.12649500000000002 0.41022000000000008 0.098180000000000003 -0.010024999999999997 0.12068000000000002 -0.077459999999999987 0.094705000000000011 0.089790000000000023 -0.057544999999999992 -0.0082499999999999987 0.091600000000000015 0.081890000000000004 0.092870000000000022 0.24813000000000004 0.088740000000000013 0.091070000000000012 0.51164000000000009 -0.011659999999999998 0.085530000000000009 0.087470000000000006 0.084020000000000011 -0.010834999999999999 -0.098289999999999975 0.082470000000000016 -0.25582999999999995 -0.078904999999999989 -0.40995499999999996 0.080895000000000009 0.091945000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -7 8 9 10 26 12 19 -10 15 16 17 18 27 21 -21 22 23 25 28 -11 -1 -15 29 -24
right_child=-2 -3 -4 4 -6 6 -8 -9 13 11 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.1824218019901313e-05 1.3179479744091321e-05 -3.2982324789069632e-05 4.1595508810132743e-05 2.2940709722105467e-05 -4.8565487063837389e-05 -3.5112228769797924e-05 6.412233828346612e-05 -3.0886682705184088e-05 -4.197015402559342e-05 -2.9334623661183983e-05 9.4225033682873588e-05 -5.2607761325715625e-05 5.3190851143708218e-05 -2.9675660092228406e-07 -4.3725600911178238e-05 5.3438195618582543e-05 -4.089478790687974e-05 -3.3653203627181941e-05 -1.8766758230412962e-05 -6.9950025681464475e-05 1.4598583341770186e-05 5.9505978874767614e-05 4.6235835773896286e-07 -9.80878788868722e-05 4.47018047535411e-05 2.1806906943311333e-05 2.6206498781296735e-05 4.4775380058581507e-05 -2.6159249283673786e-05 3.460584876371459e-05
leaf_weight=20 75 24 28 27 34 21 28 36 29 21 21 36 21 21 24 26 21 20 30 20 24 20 2320 20 22 32 24 24 31 21
leaf_count=20 75 24 28 27 34 21 28 36 29 21 21 36 21 21 24 26 21 20 30 20 24 20 2320 20 22 32 24 24 31 21
internal_value=0 -3.24515e-07 -6.51544e-08 -4.54766e-07 -1.69152e-05 -1.12425e-07 2.15932e-05 -4.81211e-07 -9.6872e-08 6.13549e-07 3.3403e-05 -2.0999e-07 5.29164e-07 -9.76224e-06 -4.13555e-06 2.55573e-06 -8.84897e-06 -1.76515e-06 6.73833e-06 9.22239e-08 -2.38326e-05 5.15502e-07 3.72653e-08 -2.57529e-05 8.23683e-07 1.54328e-06 4.37435e-06 2.37417e-05 4.16719e-07 7.68643e-07
internal_weight=0 3046 3022 2994 61 2933 49 2884 2848 2653 65 2588 2552 195 166 142 116 95 75 2531 44 2487 2467 73 2394 53 44 45 2372 2341
internal_count=3121 3046 3022 2994 61 2933 49 2884 2848 2653 65 2588 2552 195 166 142 116 95 75 2531 44 2487 2467 73 2394 53 44 45 2372 2341
is_linear=0
shrinkage=0.1


Tree=4266
num_leaves=31
num_cat=0
split_feature=33 47 47 47 131 1455 456 47 47 15 47 148 447 131 1209 1210 132 1186 1185 43 1208 1209 401 401 401 0 4 0 400 130
split_gain=1.30569e-06 1.46846e-06 1.10402e-05 7.69638e-06 2.79385e-06 3.27896e-06 2.64147e-06 4.21166e-06 4.60771e-06 2.73104e-06 2.38807e-06 1.98626e-06 3.59436e-06 1.98608e-06 2.56666e-06 2.73266e-06 2.20433e-06 4.63432e-05 2.13981e-05 4.83573e-06 2.41756e-06 3.79092e-06 2.57807e-06 1.16416e-05 7.76213e-06 7.99802e-06 9.26468e-06 2.29148e-06 2.81339e-06 2.90837e-06
threshold=-0.009184999999999997 0.094160000000000008 0.096475000000000019 0.091210000000000013 0.096490000000000006 0.088555000000000009 0.085800000000000015 0.107145 0.10372500000000003 -0.098289999999999975 0.11114000000000002 -0.10069499999999999 0.094580000000000011 0.13767000000000004 0.14268500000000003 0.15724500000000002 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 -0.011244999999999998 0.10233500000000001 -0.094304999999999986 0.10711000000000001 0.099015000000000006 0.11135000000000002 -0.083804999999999977 -0.074729999999999977 -0.072894999999999988 0.10931000000000002 0.10797500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 11 5 6 7 8 9 -4 -9 -2 13 14 15 16 17 19 -18 -13 21 -20 23 -23 -24 -26 -27 28 29 -21
right_child=1 2 4 -5 -6 -7 -8 10 -10 -11 -12 12 -14 -15 -16 -17 18 -19 20 27 -22 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=-2.0420738315630344e-05 2.4341253756023382e-05 7.6702659377284976e-05 3.2882703184757541e-05 -5.692024663327781e-05 -2.5748917489016261e-05 4.3022452865400178e-05 -2.2772196334207784e-05 -3.1245756021235141e-05 6.7480354248345973e-05 -1.7643780774960761e-05 2.7040450654830474e-06 -4.102426902191479e-05 -3.5357994183555251e-05 -2.9222043098264336e-05 3.5979019157821314e-05 -3.1054081916538837e-05 -0.00010346877650590613 0.00015082889069509251 -4.3324334892531628e-05 1.2626502313950157e-05 2.7699562321004126e-05 4.142380056945803e-07 7.0192548541637658e-05 -7.4390438471926327e-05 -4.0830894233425047e-05 6.9924206733655101e-05 -1.9917307178151204e-05 3.1196368962065955e-05 -3.8111411085992586e-05 -2.9603170540732599e-05
leaf_weight=31 33 21 23 24 33 21 37 25 20 20 121 33 29 23 20 28 20 21 20 73 32 2234 21 21 28 24 22 22 20 21
leaf_count=31 33 21 23 24 33 21 37 25 20 20 121 33 29 23 20 28 20 21 20 73 32 2234 21 21 28 24 22 22 20 21
internal_value=0 2.04871e-07 6.60754e-06 -5.37367e-07 1.70088e-06 5.09356e-06 1.85572e-06 6.21569e-06 2.78259e-05 9.38201e-06 -3.10928e-06 -4.44024e-08 -3.41131e-07 3.73596e-08 2.90354e-07 1.99858e-08 3.53092e-07 1.07251e-05 -4.60565e-07 -6.68427e-06 3.97122e-07 2.84812e-08 3.97441e-07 -2.82391e-07 1.65345e-05 1.30723e-06 2.69565e-05 1.64824e-06 -4.05404e-06 3.19221e-06
internal_weight=0 3090 321 2769 300 267 246 209 63 43 146 2745 2712 2683 2660 2640 2612 190 2422 169 2402 2370 2350 2255 95 74 46 136 114 94
internal_count=3121 3090 321 2769 300 267 246 209 63 43 146 2745 2712 2683 2660 2640 2612 190 2422 169 2402 2370 2350 2255 95 74 46 136 114 94
is_linear=0
shrinkage=0.1


Tree=4267
num_leaves=31
num_cat=0
split_feature=1209 3 1209 132 1185 132 160 160 12 482 3 13 151 2 151 4 1 1 13 43 4 483 51 157 484 13 43 43 13 43
split_gain=1.60392e-06 9.67857e-06 1.65097e-06 1.44932e-06 9.22897e-06 4.10636e-06 1.31829e-06 7.36524e-06 5.23749e-06 6.5211e-06 5.23259e-06 5.94816e-06 7.32506e-06 8.18587e-06 6.81046e-06 5.98251e-06 1.12849e-05 4.28158e-06 3.86219e-06 3.68105e-06 4.70624e-06 2.34786e-06 2.56142e-06 4.09759e-06 2.86613e-06 2.61686e-06 9.44036e-06 1.34053e-05 8.0821e-06 6.30615e-06
threshold=-0.087714999999999987 -0.082334999999999978 -0.074484999999999982 -0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.081905000000000019 0.062030000000000009 0.089410000000000003 -1.0000000180025095e-35 -0.089519999999999988 -0.086804999999999979 -0.084764999999999993 0.086000000000000007 -0.0096649999999999982 0.033845000000000007 0.087865000000000013 0.102705 -0.091559999999999989 -0.11180499999999999 -0.010655 -0.088629999999999987 -0.44986999999999994 0.63334000000000013 -0.22288999999999995 -0.090204999999999994 0.060960000000000007 0.08845500000000002 -0.088854999999999976 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -4 7 21 10 -10 -8 18 17 -14 -15 16 -16 -13 -12 -11 -21 -6 -23 24 -24 26 29 -28 -27 -26
right_child=2 -3 3 4 6 -7 8 -9 9 19 11 12 13 14 15 -17 -18 -19 -20 20 -22 22 23 -25 25 28 27 -29 -30 -31
leaf_value=6.6052813006377698e-05 -2.0741629940018287e-05 -2.0169349287850006e-05 -3.3021571638300885e-06 6.6624899877102255e-05 -2.4948875559655589e-05 -4.8819669543511489e-05 -4.6060908271801265e-05 5.4957833432126795e-05 6.5686512089087044e-05 3.5275505512760466e-05 -1.1782665782707877e-05 6.5788340513487728e-05 -4.8380092816958683e-05 -4.6042618729795023e-05 -1.1362114762321014e-07 -2.2758892118172997e-05 8.793200290521479e-05 5.4099704594472829e-06 -6.212075566475471e-05 -4.9587051779824485e-05 1.0623008893162478e-05 -2.7311982239552891e-05 3.8441289507318292e-05 4.3173230211402331e-05 1.3047223527744217e-05 -5.449457699536911e-05 -8.6615844272521587e-05 1.2027808224956971e-08 -3.5771950668091646e-07 6.7626318227469366e-05
leaf_weight=23 39 30 200 21 36 22 39 25 20 23 35 24 39 21 37 26 24 23 27 21 34 32 20 23 266 28 22 95 1823 23
leaf_count=23 39 30 200 21 36 22 39 25 20 23 35 24 39 21 37 26 24 23 27 21 34 32 20 23 266 28 22 95 1823 23
internal_value=0 1.72478e-05 -2.97949e-07 -3.47252e-08 5.80435e-07 -7.8129e-06 8.26126e-08 9.64147e-07 -5.2851e-06 1.47441e-05 -1.19389e-05 -6.74059e-06 1.87662e-06 -9.11079e-06 5.0698e-06 1.74073e-05 3.45273e-05 3.62415e-05 -3.37041e-05 1.68193e-06 -1.23663e-05 3.94112e-07 7.85342e-07 1.17626e-06 7.52049e-07 4.18073e-07 7.68857e-06 -1.6277e-05 -1.17665e-06 1.73909e-05
internal_weight=0 53 3068 3029 2807 222 2786 2393 393 98 295 256 194 147 108 87 61 47 62 78 55 2368 2332 2300 2277 2257 406 117 1851 289
internal_count=3121 53 3068 3029 2807 222 2786 2393 393 98 295 256 194 147 108 87 61 47 62 78 55 2368 2332 2300 2277 2257 406 117 1851 289
is_linear=0
shrinkage=0.1


Tree=4268
num_leaves=31
num_cat=0
split_feature=1373 150 1374 150 2 142 147 2 12 130 39 13 13 52 52 52 1213 401 1209 3 402 132 43 1185 1203 1209 13 52 51 52
split_gain=1.41131e-06 3.0494e-06 3.42975e-06 2.02075e-06 5.90259e-06 3.5101e-06 2.30884e-06 6.17886e-06 1.74546e-06 3.30175e-06 1.59945e-06 2.17173e-06 1.75731e-06 1.83967e-06 1.23355e-05 9.32747e-06 6.96474e-06 4.62293e-06 3.51249e-06 1.44955e-05 3.3326e-06 3.29725e-06 3.80176e-05 2.36489e-05 6.4735e-06 3.02725e-06 2.93638e-06 1.08193e-05 5.0324e-06 5.8975e-06
threshold=-1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.12068000000000002 0.10672500000000001 -1.0000000180025095e-35 0.094075000000000006 0.10803500000000001 0.23631000000000002 -0.22461999999999996 0.11536 -0.033284999999999988 -0.53104499999999988 0.096795000000000006 0.10160000000000001 0.10611000000000001 0.084010000000000015 -1.0000000180025095e-35 -0.087714999999999987 -0.082334999999999978 -0.064959999999999976 -0.083284999999999984 -0.011694999999999999 -0.083264999999999992 0.086445000000000008 -0.074484999999999982 -0.097984999999999989 0.047850000000000011 -0.071649999999999978 -0.10925999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 8 -8 9 -7 12 -12 -11 18 -15 -16 17 -17 19 -14 -19 22 -20 -23 -24 -25 27 28 -27 -30
right_child=1 -3 3 4 -6 6 7 -9 -10 10 11 -13 13 14 15 16 -18 20 21 -21 -22 23 24 25 -26 26 -28 -29 29 -31
leaf_value=-2.3201083114634878e-05 -3.9418919451153758e-05 3.6471246126577334e-05 -4.0865573984254822e-05 -1.4213521862984635e-05 5.4503795588971124e-05 3.7635584173282652e-05 -6.1289571836130641e-05 1.6374725591958851e-05 -2.8235966246505824e-05 3.0231195114538423e-05 1.4129006348621961e-06 -4.1824100075397538e-05 9.2365177124520415e-05 -6.6949710587020186e-05 4.8107323982549134e-05 -4.2620827396324159e-05 -4.9718655805008897e-05 3.6223821109160783e-05 0.00011102242927088149 -2.4039710336617883e-05 -1.3030868625140493e-06 -0.00010545626837050631 4.7298385117541971e-07 -2.9786578441769143e-05 -6.1014770381007111e-05 4.5475991196109959e-05 3.0008494806696118e-06 -6.7439190537957729e-05 -5.5930398043745386e-05 1.2454399609396205e-06
leaf_weight=26 22 23 21 25 25 24 21 20 21 20 26 21 20 30 36 26 32 25 33 23 443 21 119 31 20 21 1769 28 21 128
leaf_count=26 22 23 21 25 25 24 21 20 21 20 26 21 20 30 36 26 32 25 33 23 443 21 119 31 20 21 1769 28 21 128
internal_value=0 1.94915e-07 -7.66847e-08 2.07095e-07 2.01451e-05 -1.25205e-07 1.61988e-07 -2.34045e-05 4.9086e-07 6.9767e-07 3.91237e-07 -1.79058e-05 6.93401e-07 4.84358e-07 -4.47202e-06 -1.13692e-06 -4.50724e-06 -1.57857e-06 1.79778e-06 3.01021e-05 7.01556e-07 1.24228e-06 1.45333e-05 1.10012e-07 -8.37418e-06 1.21957e-06 1.70823e-06 -9.84052e-06 -3.53684e-07 -6.8129e-06
internal_weight=0 3095 3072 3050 50 3000 2979 41 2938 2917 2893 47 2846 2826 592 562 526 494 2234 43 468 2191 172 2019 139 1998 1967 198 170 149
internal_count=3121 3095 3072 3050 50 3000 2979 41 2938 2917 2893 47 2846 2826 592 562 526 494 2234 43 468 2191 172 2019 139 1998 1967 198 170 149
is_linear=0
shrinkage=0.1


Tree=4269
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 12 1429 156 1429 474 1429 157 484 157 159 1371 160 151 1 49 2 480 133 16 480 0 52 43 1447 3 45
split_gain=1.48404e-06 8.38344e-06 5.25342e-06 1.36817e-06 2.94224e-06 1.27102e-06 3.46037e-06 1.97051e-06 2.56957e-06 2.05821e-06 1.87377e-06 1.29025e-05 7.58753e-06 5.26417e-06 4.17599e-06 9.89974e-06 4.28184e-06 4.1071e-06 5.18168e-06 2.43514e-06 2.12388e-06 6.74636e-06 9.14445e-06 3.06238e-06 1.3369e-05 1.87378e-05 1.12057e-05 3.70305e-06 1.21194e-05 3.47176e-06
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.22699999999999995 0.23631000000000002 -0.23752499999999996 0.32523500000000005 -0.087914999999999979 0.037915000000000011 -0.069929999999999978 -0.087424999999999989 0.085790000000000019 -0.086394999999999986 -0.092414999999999983 0.083235000000000017 -0.080934999999999993 -0.54279999999999984 0.10337500000000001 0.0065400000000000015 0.087625000000000022 0.10344000000000002 0.091935000000000003 -0.040964999999999994 0.086930000000000021 -0.086409999999999987 -0.0087299999999999982 -0.065269999999999981 -0.085644999999999985 -0.086224999999999982 0.094030000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 7 8 -7 -9 11 13 -12 -11 16 -16 -14 18 19 -15 23 22 -22 27 25 -25 -26 28 -18 -29
right_child=1 3 -4 4 -6 6 -8 9 -10 10 12 -13 14 17 15 -17 20 -19 -20 -21 21 -23 -24 24 26 -27 -28 29 -30 -31
leaf_value=-3.0151511740611139e-06 6.2090935270217335e-05 -2.2710487386435631e-05 -5.6817958120518601e-05 -2.5056595386558915e-05 3.8553868402004814e-05 3.1164631185344087e-06 4.168960873357719e-05 2.4035169735725505e-05 -4.5215475512866929e-05 4.3035277152133251e-05 5.5390578650985848e-05 -8.5650119099227599e-05 4.6632682915515035e-05 4.8485242432434466e-05 -8.1978339549095838e-05 1.6327458192357707e-05 -7.0693012219572707e-05 -4.6142364609967564e-05 -3.5870083229383455e-05 1.6704619338270277e-06 4.7985689184315562e-05 -6.4465339666986405e-05 -3.6133637825384666e-05 -8.1143947257563328e-05 1.7612201017549352e-06 4.5166181928874249e-05 9.9975109738947019e-05 1.0358015918542256e-06 2.0730208711154712e-05 -3.5037838609207904e-05
leaf_weight=196 22 26 20 20 20 22 20 36 22 24 25 20 20 20 20 21 29 23 23 25 24 21 28 24 21 23 26 2244 29 27
leaf_count=196 22 26 20 20 20 22 20 36 22 24 25 20 20 20 20 21 29 23 23 25 24 21 28 24 21 23 26 2244 29 27
internal_value=0 5.94613e-07 -7.99689e-06 1.25338e-07 3.33154e-07 6.37098e-08 2.42058e-07 -5.43137e-08 -2.10495e-05 2.81243e-07 -3.34941e-08 -1.15183e-05 5.66992e-07 1.37415e-06 3.09768e-08 -3.16266e-05 5.46859e-07 -9.61341e-06 2.74198e-06 2.2477e-05 1.77582e-07 -1.66282e-05 2.69067e-06 6.83905e-07 1.83799e-05 -1.93326e-05 5.60923e-05 -3.03152e-08 -2.49814e-05 6.06921e-07
internal_weight=0 2905 216 2883 2857 2837 2817 2797 44 2753 2717 135 2582 115 2557 41 2516 91 68 45 2496 73 52 2423 94 47 47 2329 58 2271
internal_count=3121 2905 216 2883 2857 2837 2817 2797 44 2753 2717 135 2582 115 2557 41 2516 91 68 45 2496 73 52 2423 94 47 47 2329 58 2271
is_linear=0
shrinkage=0.1


Tree=4270
num_leaves=31
num_cat=0
split_feature=472 1429 1425 1426 1428 474 156 156 2 0 2 393 13 1446 13 42 16 402 2 4 52 3 481 1447 13 130 130 2 130 132
split_gain=1.4805e-06 2.97764e-06 1.97858e-06 2.1229e-06 1.89674e-06 3.8721e-06 1.75169e-06 1.68656e-06 1.45378e-06 7.20741e-06 6.8823e-06 5.35415e-06 5.52752e-06 1.50008e-05 1.68241e-05 3.21541e-05 9.63701e-06 2.21895e-05 1.60784e-05 1.13223e-05 8.91999e-06 1.05652e-05 8.60337e-06 7.79965e-06 1.17162e-05 5.13248e-06 1.00079e-05 8.52886e-06 8.36549e-06 5.93156e-06
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 1.0000000180025095e-35 -0.071779999999999997 -0.42010499999999995 0.12734000000000004 0.11715000000000002 0.08647500000000001 -0.16360999999999995 0.086675000000000016 0.10856500000000001 -0.085584999999999981 0.086195000000000008 -0.087074999999999986 0.085730000000000015 -0.088159999999999988 -1.0000000180025095e-35 0.084550000000000014 -0.080584999999999976 0.086040000000000019 -0.081644999999999981 -0.086354999999999987 -0.084334999999999979 -0.084154999999999994 0.091705000000000023 0.087570000000000023 0.085345000000000018 0.085235000000000019 0.12249
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 9 -7 -10 12 13 14 16 -16 18 -18 20 -20 21 -11 -14 -24 -25 26 27 28 29 -26
right_child=1 2 -4 -5 5 6 -8 -9 10 11 -12 -13 22 -15 15 -17 17 -19 19 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-2.4741306136396207e-05 3.6038778457820987e-05 -2.8678400817823236e-05 -2.9296624605827358e-05 3.261674697569106e-05 4.400230885948986e-05 5.78802401002537e-05 -2.9640786706295331e-05 2.1566436144995451e-05 -6.0404713904063103e-05 7.149355020114204e-05 -1.3983155943594035e-06 4.5389308521677141e-05 -5.6670111310571286e-05 -6.5260216282088859e-05 -7.2113476053345946e-06 0.0001566229923375194 -0.00010845193366462593 6.2066477682471257e-06 0.00012757687181441551 2.373504309313527e-05 -3.957527414433357e-05 -2.7039023473766753e-06 4.4743038655028887e-05 -7.9737060841580389e-05 -2.7440743590249303e-06 4.6559843637320836e-05 -7.334166919463314e-05 -4.4213426669805564e-05 5.8000400196760903e-05 5.260191077283594e-05
leaf_weight=24 23 23 23 20 20 23 20 36 20 28 1695 27 30 24 25 23 21 86 21 21 34 61 34 20 609 21 20 44 25 20
leaf_count=24 23 23 23 20 20 23 20 36 20 28 1695 27 30 24 25 23 21 86 21 21 34 61 34 20 609 21 20 44 25 20
internal_value=0 1.91719e-07 -7.64929e-08 1.43783e-07 -7.04889e-08 1.48255e-07 -1.45279e-07 5.34774e-08 -2.10665e-07 2.43268e-06 -2.08644e-06 1.36459e-06 3.46025e-07 1.09911e-05 1.671e-05 7.12926e-05 7.07777e-06 -1.62964e-05 2.22356e-05 7.5656e-05 3.99449e-06 2.06391e-05 -4.10345e-06 -2.1148e-06 -4.21384e-06 -2.16991e-06 -3.59515e-06 -1.59668e-06 1.2705e-06 -9.84266e-07
internal_weight=0 3097 3074 3051 3031 3008 2988 2968 2932 1217 1715 1194 1167 344 320 48 272 107 165 42 123 89 823 793 759 739 718 698 654 629
internal_count=3121 3097 3074 3051 3031 3008 2988 2968 2932 1217 1715 1194 1167 344 320 48 272 107 165 42 123 89 823 793 759 739 718 698 654 629
is_linear=0
shrinkage=0.1


Tree=4271
num_leaves=31
num_cat=0
split_feature=132 1185 43 400 1429 156 1429 52 1429 1429 156 4 0 160 156 484 0 475 1374 2 1373 4 12 43 474 156 376 150 149 12
split_gain=1.25592e-06 8.24594e-06 4.56839e-06 2.31707e-06 1.35628e-06 3.12814e-06 1.4445e-06 2.44753e-06 1.79031e-06 1.58466e-06 1.82403e-06 5.80381e-06 4.65297e-06 3.78173e-06 3.6402e-06 1.39823e-05 1.63558e-05 7.83992e-06 5.45407e-06 1.75822e-05 5.92929e-06 7.42041e-06 3.58886e-06 4.00258e-06 3.78174e-06 3.1088e-06 2.55289e-06 3.38426e-06 3.67959e-06 3.09472e-06
threshold=-0.083174999999999985 -0.083264999999999992 -0.010739999999999998 -0.082094999999999987 -0.23752499999999996 0.32523500000000005 -0.087914999999999979 -0.52606999999999993 -0.069929999999999978 -0.026244999999999997 0.091255000000000017 -0.49013999999999996 -0.065229999999999996 -0.069549999999999987 0.087045000000000011 0.085790000000000019 -0.085254999999999984 -0.082824999999999982 0.088035000000000016 0.090935000000000016 0.075690000000000021 -0.010384999999999998 0.089625000000000024 -0.079584999999999975 0.089265000000000011 0.083635000000000015 0.087010000000000018 0.12706500000000001 0.080895000000000009 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 7 -6 -8 -10 14 -12 22 -14 18 17 -17 -16 20 -20 25 -22 23 -13 -25 26 27 28 29 -11
right_child=1 4 -4 -5 5 -7 8 -9 9 10 11 12 13 -15 15 16 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.5403378696646542e-05 6.2990646083129655e-05 -2.5850913089016104e-05 -1.594070644423071e-08 -6.1069134280842258e-05 -4.3810666102217514e-05 3.9690878984401941e-05 2.2442796388430807e-05 3.5556847365114667e-06 -2.6141440938100342e-05 -6.776546390274992e-06 5.2643703646834989e-05 -3.1935251769027676e-05 7.6814127305624427e-06 -5.0658576154091858e-05 6.1243633800503707e-05 -0.00012774315548085726 -9.3401676589824754e-06 -1.3767929876370259e-05 0.00010055984116248015 -1.5570905839012996e-05 3.3920202854047107e-06 -7.971298459779064e-05 3.8841810660292017e-05 4.4780854848795573e-05 -9.194521364271944e-06 2.8276089646029649e-05 2.016177984235886e-05 3.5129427173020449e-05 -3.4302361404336285e-05 1.6550318445841225e-06
leaf_weight=25 21 20 177 20 20 20 36 24 23 600 27 25 20 25 22 20 28 38 22 32 22 21 37 25 27 39 60 26 33 1586
leaf_count=25 21 20 177 20 20 20 36 24 23 600 27 25 20 25 22 20 28 38 22 32 22 21 37 25 27 39 60 26 33 1586
internal_value=0 5.55121e-07 -7.24905e-06 -3.56993e-05 9.95459e-08 2.81145e-07 3.41569e-09 -1.79745e-05 2.86532e-07 -2.67225e-09 2.17142e-07 9.77731e-06 2.49811e-06 -2.47297e-05 -4.80461e-07 -1.84464e-05 -5.86747e-05 1.37363e-05 3.14426e-07 3.17416e-05 -3.96537e-07 -3.71941e-05 1.32459e-05 9.46597e-07 1.67552e-05 2.78504e-07 -1.95208e-07 -7.3927e-07 -1.15954e-06 -6.59217e-07
internal_weight=0 2899 222 45 2878 2858 2838 44 2794 2758 2735 186 159 45 2549 108 48 60 2441 54 2387 43 114 77 52 2344 2305 2245 2219 2186
internal_count=3121 2899 222 45 2878 2858 2838 44 2794 2758 2735 186 159 45 2549 108 48 60 2441 54 2387 43 114 77 52 2344 2305 2245 2219 2186
is_linear=0
shrinkage=0.1


Tree=4272
num_leaves=31
num_cat=0
split_feature=156 475 132 1203 1185 50 393 129 393 394 129 12 13 15 13 40 13 42 13 1 4 0 12 12 11 33 123 47 47 9
split_gain=1.55082e-06 2.64754e-06 1.47218e-06 4.26821e-05 2.11845e-05 6.70444e-06 1.48734e-06 1.52962e-06 1.46485e-06 2.0122e-06 5.0423e-06 1.39883e-06 1.80931e-06 1.85323e-06 1.37946e-06 1.38264e-05 8.18217e-06 5.70442e-06 2.9607e-06 6.82746e-06 5.04582e-06 2.69704e-06 1.50053e-05 5.9938e-06 3.55774e-06 4.05904e-06 3.02801e-06 2.64474e-06 9.74347e-06 9.0911e-06
threshold=0.3248100000000001 0.13528000000000004 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.10159000000000001 -0.08341999999999998 0.088255000000000014 -0.11103499999999998 -1.0000000180025095e-35 0.11527000000000001 0.054800000000000008 0.090325000000000003 0.24813000000000004 -0.24452499999999996 0.23074000000000003 -0.11466499999999999 0.11217000000000001 0.077565000000000009 -0.068329999999999988 0.10455500000000001 0.09857500000000001 0.091200000000000017 -0.011194999999999998 -0.009184999999999997 0.080750000000000016 0.094160000000000008 0.096850000000000006 0.09055500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 11 7 -6 9 -9 -11 12 13 -1 15 -12 18 -16 21 20 -20 24 23 26 -17 -26 -23 29 -29 -27
right_child=-2 -3 4 -5 6 -7 -8 8 -10 10 14 -13 -14 -15 17 16 -18 -19 19 -21 -22 22 -24 -25 25 27 -28 28 -30 -31
leaf_value=-4.0503859224827467e-06 -2.5870885450706779e-05 3.5578345237549266e-05 -9.8404191587839955e-05 0.00014339640876555462 2.6747472847567961e-05 -6.1455661561922174e-05 2.1541699283034177e-05 2.7592293722241617e-05 -2.1614929937641137e-05 -4.4186996162282485e-05 8.3280229025604066e-05 2.3856036187637424e-05 -2.8892027785332175e-05 2.8996311302762476e-05 6.6342113610499292e-06 4.2447291198186578e-05 -6.3899554406816604e-05 -5.0209994387168317e-05 8.1794673369586243e-05 -2.0657686865888536e-05 1.3116094788015091e-05 -3.9222593703267075e-05 -8.7363737200417827e-05 3.6204958964577493e-05 -4.2660960885272786e-05 1.7554025569140395e-07 9.9760940677449323e-06 7.5333097049137693e-05 4.2636457481360128e-06 -5.1218556636740685e-05
leaf_weight=112 23 21 22 21 21 20 32 26 32 26 20 21 24 20 51 20 20 27 20 25 23 29 23 34 22 2071 22 21 237 35
leaf_count=112 23 21 22 21 21 20 32 26 32 26 20 21 24 20 51 20 20 27 20 25 23 29 23 34 22 2071 22 21 237 35
internal_value=0 1.92065e-07 -4.94407e-08 7.87185e-06 -6.53442e-07 -6.57493e-06 1.04583e-07 -1.39976e-07 -3.42791e-07 -9.54407e-08 -3.5952e-07 -3.73723e-07 -3.63542e-06 9.56689e-07 6.25221e-08 4.52378e-07 -1.8427e-07 -1.30426e-05 3.09265e-07 2.08988e-05 4.50596e-05 -2.47653e-07 -1.57072e-05 3.68221e-06 4.46292e-07 9.42298e-08 -1.79996e-05 4.92121e-07 1.00484e-05 -6.78588e-07
internal_weight=0 3098 3077 218 2859 197 2837 2805 2784 2752 2726 177 156 132 2700 2622 2602 78 2582 68 43 2514 108 85 2406 2386 51 2364 258 2106
internal_count=3121 3098 3077 218 2859 197 2837 2805 2784 2752 2726 177 156 132 2700 2622 2602 78 2582 68 43 2514 108 85 2406 2386 51 2364 258 2106
is_linear=0
shrinkage=0.1


Tree=4273
num_leaves=31
num_cat=0
split_feature=12 130 1204 400 400 399 393 9 10 2 2 3 2 15 2 44 1429 156 11 51 155 1213 16 16 13 3 133 43 402 43
split_gain=1.44489e-06 2.95684e-06 1.32391e-06 2.75284e-06 1.7904e-06 6.37733e-06 2.10866e-06 1.72973e-06 4.7046e-06 1.10393e-05 4.92996e-06 2.68008e-06 1.96339e-06 1.73588e-06 1.55624e-06 1.37524e-06 2.55146e-06 2.99352e-06 1.67542e-06 5.28148e-06 3.68034e-06 1.4556e-06 5.38206e-06 1.44447e-05 1.47648e-05 5.3686e-06 5.36414e-06 2.5897e-06 2.36449e-06 9.33641e-06
threshold=0.23631000000000002 -0.22461999999999996 0.057120000000000011 0.12955000000000003 0.10782000000000001 0.093190000000000009 0.12765500000000005 0.092890000000000014 0.053330000000000009 -0.15339499999999998 -0.080614999999999978 -0.017889999999999996 -0.020134999999999997 -0.56020999999999987 -0.0050599999999999994 0.084760000000000016 -0.23752499999999996 0.32523500000000005 0.090920000000000015 -1.0000000180025095e-35 0.13293000000000002 0.086260000000000017 -0.082779999999999979 -0.079504999999999978 -0.084034999999999985 -0.085784999999999986 -0.0097699999999999992 0.062770000000000006 -0.45015499999999992 0.055925000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 10 -10 -3 -9 -12 -14 -15 16 -16 18 20 -20 21 28 26 -24 -25 -26 27 -23 29 -18
right_child=-2 2 -4 -5 -6 -7 -8 11 9 -11 12 -13 13 14 15 -17 17 -19 19 -21 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=3.3133579226732431e-05 -2.4971643134726358e-05 3.5796070386296429e-05 -2.2150310232299725e-05 3.3825117237521837e-05 -2.7970807518020433e-05 4.9347127193099227e-05 -3.2756017099018208e-05 -3.5463516921837534e-06 1.7571827352401756e-05 -8.4964050932155393e-05 -2.5910419014204916e-05 4.6506576227329793e-05 -2.883386285767691e-05 2.3069514181456885e-05 -3.6084850617044136e-05 1.7525413263789488e-05 -6.8447542822547766e-05 3.8308879302348943e-05 -4.6817176601810699e-05 1.2040226384933997e-05 3.3563971373951067e-05 2.5990075206478923e-05 8.5762694949085864e-05 -7.3055341345025228e-05 6.8664456102851551e-05 3.0050995657361596e-06 -5.5169317887692243e-05 -2.0229917837158692e-05 -7.5892790314103072e-07 2.2673995276405051e-05
leaf_weight=27 23 38 27 24 23 26 20 23 21 21 30 20 21 29 20 43 23 20 30 31 32 27 27 20 20 33 21 22 2357 22
leaf_count=27 23 38 27 24 23 26 20 23 21 21 30 20 21 29 20 43 23 20 30 31 32 27 27 20 20 33 21 22 2357 22
internal_value=0 1.85395e-07 -1.04283e-07 9.12634e-08 -1.7682e-07 3.64803e-08 -3.9505e-07 -1.75728e-07 -4.7013e-07 -3.36961e-05 1.67822e-08 1.97341e-05 -4.63986e-07 -1.91151e-07 2.54487e-08 -2.17738e-07 -4.99792e-07 -2.34727e-07 -5.23984e-07 -1.6906e-05 -1.40227e-07 -5.59563e-07 8.38271e-06 2.32694e-05 1.55487e-07 2.77822e-05 -1.2884e-05 5.23824e-06 -1.19245e-06 -2.38992e-05
internal_weight=0 3098 3071 3044 3020 2997 2971 2951 2908 42 2866 43 2828 2798 2777 2748 2705 2685 2665 61 2604 2572 170 100 73 53 70 49 2402 45
internal_count=3121 3098 3071 3044 3020 2997 2971 2951 2908 42 2866 43 2828 2798 2777 2748 2705 2685 2665 61 2604 2572 170 100 73 53 70 49 2402 45
is_linear=0
shrinkage=0.1


Tree=4274
num_leaves=31
num_cat=0
split_feature=472 1429 1425 130 39 42 42 12 47 2 47 1209 2 12 47 42 484 484 47 16 12 133 9 3 132 1 394 1203 3 0
split_gain=1.6605e-06 3.14721e-06 1.7445e-06 1.58992e-06 3.92955e-06 1.92466e-06 2.81731e-06 7.10997e-06 2.22722e-06 1.48799e-05 6.24644e-06 3.04877e-06 1.22217e-05 1.48342e-05 2.76933e-06 4.70158e-06 2.98501e-06 2.96838e-06 4.11306e-06 8.61111e-06 2.26609e-06 1.30628e-05 4.76223e-06 8.55786e-06 2.55626e-06 5.41721e-05 1.75717e-05 1.04804e-05 2.76289e-06 4.52518e-06
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.23647499999999996 0.15438500000000002 -0.23802999999999999 -0.16797499999999996 0.092755000000000018 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.077594999999999983 0.086285000000000014 0.086655000000000024 0.097970000000000015 0.087995000000000004 -0.079429999999999987 -0.051889999999999999 0.107145 -0.082179999999999989 0.12757000000000002 0.017095000000000003 0.08925000000000001 -0.014944999999999998 -0.083284999999999984 0.089475000000000013 0.10969000000000002 0.086700000000000013 -0.091354999999999978 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -7 10 -10 11 12 13 -8 15 -11 -16 -18 19 -19 22 -22 24 -24 25 27 28 -13 -26 -30
right_child=1 2 -4 4 -6 6 8 -9 9 14 -12 20 -14 -15 16 -17 17 18 -20 -21 21 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=-2.620217055664398e-05 3.7056661644980882e-05 -2.7968314607278445e-05 -2.7509935020846214e-05 2.6576792082845779e-05 4.0622755113872701e-05 -4.7683815347753761e-05 -1.0297236307947473e-05 2.4819591739547574e-05 -9.1179374921921406e-05 -5.5158054268152536e-05 5.6837965530576184e-05 -5.4721537310342685e-07 -3.1248934440021722e-05 0.00010032346267339395 -2.2937261764593309e-05 1.0490874665265437e-05 3.8895272020454284e-05 7.7786229085177196e-05 -6.5918735535178586e-06 -5.8590182788975658e-06 -7.7520388070049446e-05 2.9158751416010395e-05 6.6608816682830747e-05 -1.5072238728981061e-05 7.2968755031364284e-06 0.00014778451592428613 -8.9947632642923235e-05 -7.676697531721965e-05 -1.1011072380196848e-06 -3.6915600168185848e-05
leaf_weight=24 23 20 23 27 24 38 22 21 20 24 20 128 29 27 41 20 25 20 141 32 22 24 29 23 408 25 22 21 1762 36
leaf_count=24 23 20 23 27 24 38 22 21 20 24 20 128 29 27 41 20 25 20 141 32 22 24 29 23 408 25 22 21 1762 36
internal_value=0 2.0305e-07 -7.26931e-08 1.34143e-07 3.19576e-07 -2.09837e-09 -2.42914e-07 -2.18775e-05 1.94074e-07 -7.63724e-06 1.16771e-06 7.35826e-07 2.02048e-05 5.0657e-05 -2.1229e-06 -2.53176e-05 1.81751e-06 6.47323e-06 2.27348e-06 2.63122e-05 1.28393e-07 -2.18617e-05 5.40596e-07 3.04807e-05 -1.07566e-07 1.15659e-05 -1.01923e-06 -1.12896e-05 -1.32361e-07 -1.81819e-06
internal_weight=0 3097 3074 3051 3031 3007 2980 59 2921 323 2598 2578 78 49 303 44 259 218 193 52 2500 46 2454 52 2402 174 2228 149 2206 1798
internal_count=3121 3097 3074 3051 3031 3007 2980 59 2921 323 2598 2578 78 49 303 44 259 218 193 52 2500 46 2454 52 2402 174 2228 149 2206 1798
is_linear=0
shrinkage=0.1


Tree=4275
num_leaves=31
num_cat=0
split_feature=132 394 1203 390 133 34 34 33 9 106 44 158 13 13 12 12 12 12 13 12 42 42 52 0 43 1213 15 42 12 42
split_gain=1.4671e-06 8.0118e-06 6.95255e-06 1.47863e-06 3.04912e-06 1.41108e-06 9.12524e-06 6.84747e-06 3.26035e-06 3.14078e-06 2.08535e-06 6.95946e-06 1.92294e-06 1.77175e-05 6.12859e-06 1.23064e-05 9.97793e-06 8.98414e-06 1.87408e-05 1.15953e-05 8.02477e-06 1.37311e-05 1.79008e-05 8.39069e-06 1.66408e-05 1.64983e-05 1.3656e-05 8.20794e-06 7.68279e-06 9.45983e-06
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.087590000000000015 -0.089569999999999983 -0.057544999999999992 -0.081829999999999986 -1.0000000180025095e-35 -0.08619499999999998 0.087515000000000009 0.099360000000000018 -0.47356499999999996 -0.081659999999999996 -0.081224999999999978 0.085355000000000014 0.085635000000000003 0.085955000000000018 0.08493500000000001 -0.088589999999999988 0.084795000000000023 0.091295000000000015 0.089015000000000025 0.092650000000000024 -0.083804999999999977 -0.0077799999999999996 -0.013534999999999998 -0.015039999999999998 0.093505000000000019 0.087995000000000004 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 8 -7 -2 -10 11 -9 14 -14 17 -16 -17 19 -19 -13 21 23 -23 25 26 -18 -25 -22 29 -27
right_child=1 -3 -4 4 -6 7 -8 10 9 -11 -12 12 13 -15 15 16 20 18 -20 -21 27 22 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-2.2200938140460438e-06 2.8752712071012789e-05 6.0708988983358067e-05 -6.4115152708836833e-05 4.6931578781368449e-05 -7.6259682308383556e-06 -5.8876581606455146e-05 7.0210519784484938e-05 5.1634778425907894e-05 -3.4458891784399589e-05 1.1152870040230203e-05 -2.5936715915562557e-05 -3.7111149975772233e-06 -9.1596793473317211e-05 -1.251940351033033e-06 7.0829396008775802e-05 -5.4728443232306741e-05 -9.1751127947645734e-05 3.1797257724974771e-05 -9.1600153683657492e-05 7.4197971080138821e-05 -5.2923745196869071e-05 1.8247855005742452e-05 0.00011559715281388587 6.1482168522078689e-05 9.515796741002955e-05 2.0918158635427779e-06 -4.0230361650394506e-05 4.0994406288296074e-06 -1.5426578600501625e-05 8.4489334502987657e-05
leaf_weight=196 23 22 20 20 21 20 21 26 36 26 31 426 22 1629 32 25 20 20 32 20 34 51 30 22 28 38 33 98 77 22
leaf_count=196 23 22 20 20 21 20 21 26 36 26 31 426 22 1629 32 25 20 20 32 20 34 51 30 22 28 38 33 98 77 22
internal_value=0 5.91211e-07 -7.95112e-06 1.32456e-07 1.89875e-05 -1.39555e-07 1.1181e-05 -5.78145e-07 -3.40274e-06 -1.53314e-05 -1.48849e-07 1.48888e-07 -3.54546e-07 -2.45581e-06 3.0871e-06 1.07922e-05 6.773e-06 -4.80369e-06 -4.41396e-05 -2.17434e-07 1.01671e-05 1.87021e-05 5.43032e-05 6.68673e-06 3.24028e-05 -6.90837e-06 4.5465e-07 -1.05883e-05 5.47743e-06 3.23042e-05
internal_weight=0 2905 216 2883 41 2842 106 2736 85 62 2716 2685 2659 1651 1008 510 478 498 52 446 453 321 81 240 83 157 55 132 137 60
internal_count=3121 2905 216 2883 41 2842 106 2736 85 62 2716 2685 2659 1651 1008 510 478 498 52 446 453 321 81 240 83 157 55 132 137 60
is_linear=0
shrinkage=0.1


Tree=4276
num_leaves=31
num_cat=0
split_feature=1365 44 158 158 97 34 10 11 1 47 47 2 3 47 3 148 447 131 131 15 457 47 13 12 15 393 130 12 16 160
split_gain=1.34958e-06 1.42019e-06 5.02116e-06 1.77024e-06 1.57285e-06 2.97265e-06 1.04689e-05 5.70175e-06 1.96306e-06 1.86615e-06 1.28348e-05 7.44064e-06 2.17652e-05 3.72661e-06 3.06043e-06 3.00908e-06 3.27228e-06 2.44775e-06 3.31456e-06 2.23792e-06 4.14604e-06 4.22724e-06 2.52237e-06 2.38835e-06 2.83262e-06 2.19258e-06 1.82205e-06 2.81884e-06 4.646e-06 2.97207e-06
threshold=0.087370000000000017 0.099360000000000018 -0.47356499999999996 -0.46695499999999995 -0.086464999999999986 -0.057544999999999992 0.0036750000000000007 -1.0000000180025095e-35 0.10871500000000002 0.092165000000000011 0.096475000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089640000000000011 -0.083784999999999984 -0.10069499999999999 0.094580000000000011 0.096490000000000006 0.092855000000000007 -0.095869999999999983 -0.077859999999999985 0.10843500000000002 -0.080344999999999986 0.096830000000000013 -0.049819999999999996 0.12069000000000002 -0.22699999999999995 0.12477500000000001 -0.082179999999999989 0.51752500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 8 -7 -6 11 -11 12 14 15 -9 -13 25 18 19 20 -12 -22 -23 24 -21 26 -17 29 -29 -28
right_child=-2 -3 3 4 5 7 -8 9 -10 10 17 13 -14 -15 -16 16 -18 -19 -20 23 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=4.2930759366720814e-05 2.0115621340334076e-05 -2.1866684407238304e-05 -2.4556076732551448e-05 -2.6193493107237614e-05 -2.5503023865288316e-05 -5.1188865935810929e-05 7.6061485774319061e-05 1.9187463679854238e-05 1.1629355056876583e-05 -6.3579986082610648e-05 -3.0922404861981213e-05 3.3400727881127278e-05 0.00011820467369120923 -3.7153832360032815e-05 -2.6902682846412062e-05 -2.7548671194684479e-05 -3.6910077157396402e-05 -2.5895786858464204e-05 4.0034406803264892e-05 -5.0919062035366859e-05 4.3744568845156485e-05 2.0598514111629958e-05 -2.043135048332825e-05 1.3392973332057327e-05 -3.2774123260773758e-06 2.7528735191826225e-05 -8.1454844997922629e-07 5.6809748109473097e-05 8.9738830952445011e-07 3.3186595492924635e-05
leaf_weight=27 33 30 30 23 24 22 23 34 35 36 22 27 21 27 25 24 24 31 23 24 37 31 29 22 26 29 2291 23 42 26
leaf_count=27 33 30 30 23 24 22 23 34 35 36 22 27 21 27 25 24 24 31 23 24 37 31 29 22 26 29 2291 23 42 26
internal_value=0 -2.14974e-07 -2.56367e-09 -3.85012e-07 -1.43382e-07 5.78114e-08 1.88338e-05 -4.73828e-07 -3.47534e-06 -8.56129e-08 -7.82627e-06 7.53232e-07 3.07763e-05 -2.02537e-07 -3.42259e-07 1.98785e-07 -1.65775e-07 3.66115e-07 4.17041e-06 -1.48293e-07 8.27144e-06 1.71608e-05 7.67413e-07 -1.40642e-05 -2.61454e-05 1.96386e-07 -1.33056e-07 1.43172e-07 2.06818e-05 -4.33008e-07
internal_weight=0 3088 3058 3031 3001 2978 82 2896 59 2874 281 2593 80 2513 59 2486 2459 245 214 191 119 97 60 72 50 2435 2406 2382 65 2317
internal_count=3121 3088 3058 3031 3001 2978 82 2896 59 2874 281 2593 80 2513 59 2486 2459 245 214 191 119 97 60 72 50 2435 2406 2382 65 2317
is_linear=0
shrinkage=0.1


Tree=4277
num_leaves=31
num_cat=0
split_feature=12 130 46 46 472 474 153 474 156 1425 47 0 15 47 15 43 0 160 47 13 49 394 132 43 0 0 49 3 51 1
split_gain=1.49997e-06 2.86418e-06 1.41584e-06 3.04437e-06 1.3235e-06 4.89433e-06 1.43185e-06 1.78918e-06 2.96478e-06 2.02471e-06 1.28549e-06 1.06876e-05 3.34135e-05 8.55158e-06 8.00098e-06 2.31996e-05 9.47597e-06 2.45515e-06 2.84463e-06 2.36297e-06 2.28956e-06 2.06717e-06 3.02181e-05 3.31682e-05 2.05246e-06 2.23447e-06 3.81331e-06 3.05611e-06 5.77474e-06 5.86956e-06
threshold=0.23631000000000002 -0.22461999999999996 0.10987500000000001 0.083550000000000013 -0.38234499999999999 0.11986500000000001 0.086100000000000024 -0.42010499999999995 0.12734000000000004 0.08789000000000001 0.092165000000000011 -0.10224499999999999 -0.11033999999999998 0.088915000000000008 -0.10324499999999999 -0.022084999999999997 -0.093584999999999988 -0.016279999999999996 0.11893500000000001 -0.020934999999999999 -0.0087049999999999992 1.0000000180025095e-35 -0.083284999999999984 -0.008069999999999999 -0.24955499999999997 -0.23051499999999997 -0.043469999999999995 0.084940000000000015 -0.14283999999999999 0.087325000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 9 10 13 12 19 21 15 20 -16 -18 -19 -12 -13 24 -23 -24 -9 26 -26 -27 -29 -30
right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11 11 14 -14 -15 16 -17 17 18 -20 -21 -22 22 23 -25 25 27 -28 28 29 -31
leaf_value=3.2616680802540808e-05 -2.5443177013506141e-05 -2.3375305348357265e-05 2.518133422055061e-05 -3.4350953921183162e-05 2.9132222906420273e-05 4.830893269085902e-05 -2.6157345737807365e-05 2.8035188093781471e-05 -3.1436427760430283e-05 3.0383785567458042e-05 1.8674683542485584e-05 -2.6878898217381159e-05 -0.00014955082355299967 5.2849648331644977e-05 -7.2944783605635171e-05 0.00012357964820694178 2.2017201743624474e-05 6.2341228149307428e-06 -3.2321647502671582e-05 -2.2357202014973156e-05 1.4289889867151421e-05 0.00011437991912647374 -0.00012196998296920875 4.3050207463677689e-05 6.6709718521451587e-06 -1.5206824659730769e-06 -5.5081044483813453e-05 5.152922414708883e-05 -2.5987750743716732e-05 1.4188479045818288e-05
leaf_weight=27 23 24 22 26 21 21 21 25 30 22 32 22 20 31 20 20 39 50 31 25 35 22 21 29 20 2194 20 30 48 150
leaf_count=27 23 24 22 26 21 21 21 25 30 22 32 22 20 31 20 20 39 50 31 25 35 22 21 29 20 2194 20 30 48 150
internal_value=0 1.88895e-07 -9.62078e-08 -2.78597e-07 1.44496e-08 2.0163e-07 -1.37609e-07 4.7178e-08 -1.60855e-07 1.62017e-07 -6.85235e-08 -6.33484e-06 -3.83423e-05 6.42788e-07 5.02264e-06 3.09143e-05 -9.21778e-06 1.40338e-06 -8.52179e-06 6.78243e-07 -1.59982e-06 1.03486e-08 1.67145e-05 -2.62583e-05 -4.73246e-07 -7.6273e-07 -2.4205e-05 -3.75574e-07 1.06436e-05 4.44879e-06
internal_weight=0 3098 3071 3049 3023 2999 2978 2957 2936 2906 2884 294 77 2590 217 77 140 120 81 57 57 2559 72 50 2487 2462 40 2422 228 198
internal_count=3121 3098 3071 3049 3023 2999 2978 2957 2936 2906 2884 294 77 2590 217 77 140 120 81 57 57 2559 72 50 2487 2462 40 2422 228 198
is_linear=0
shrinkage=0.1


Tree=4278
num_leaves=31
num_cat=0
split_feature=132 1185 394 120 1 120 2 48 12 45 11 33 10 16 15 1212 43 43 1372 12 457 159 457 2 160 130 42 43 4 2
split_gain=1.82249e-06 1.04829e-05 4.15315e-06 1.45778e-06 2.70078e-06 6.55917e-06 4.4673e-06 1.69339e-06 3.41035e-06 3.3776e-06 5.89166e-06 3.29456e-06 2.81765e-06 3.32631e-05 1.66522e-05 2.06253e-06 1.88163e-06 4.7759e-06 8.37755e-06 7.23813e-06 6.75524e-06 4.29434e-06 4.9699e-06 4.30226e-06 6.6641e-06 4.23356e-06 6.8297e-06 7.89171e-06 6.43616e-06 5.98628e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.013605000000000001 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.13400000000000004 0.15120000000000003 0.094030000000000016 -1.0000000180025095e-35 -0.012019999999999998 -0.0097449999999999985 -0.056919999999999991 -0.10324499999999999 -0.52517999999999987 -0.088704999999999992 -0.085739999999999997 -0.077034999999999978 0.083815000000000014 -1.0000000180025095e-35 0.10668000000000001 0.085360000000000005 0.11510000000000002 0.10455000000000002 0.085235000000000019 0.085225000000000009 -0.092909999999999979 -0.085409999999999986 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 9 10 -3 -12 13 14 -13 -14 21 19 -19 -18 -21 22 23 24 25 26 -17 29 -27 -28
right_child=1 3 -4 -5 -6 -7 -8 -9 -10 -11 11 12 15 -15 -16 16 17 18 -20 20 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-4.3113537319200013e-06 7.1065377310982776e-05 5.194564243786524e-05 -5.1048002344378763e-05 -2.4919859752908054e-05 3.4486081352477653e-05 -5.6985212540894285e-05 4.537119665738746e-05 1.5959147045081905e-05 -3.6295474846016224e-05 -3.9852590444276023e-05 -3.8555225579660731e-05 -0.00010136729013538571 3.0234644116882755e-05 0.00010547500291327847 2.0003022571192841e-05 -1.2054674364284683e-05 2.1230091685235191e-05 6.1987319341347936e-05 -1.5123237760833156e-06 3.4993989340198993e-07 -6.92794947302613e-05 -3.3612417222751969e-05 5.0778457683918536e-05 4.0171377338538154e-05 -4.325800159373709e-05 6.4150905771904421e-05 -1.5412628873372855e-05 7.7108776563363792e-05 7.1849152364473632e-06 4.5381099975202235e-05
leaf_weight=201 21 22 21 23 23 20 22 66 26 21 22 20 22 28 26 178 24 21 1953 22 38 27 25 32 30 28 46 20 68 25
leaf_count=201 21 22 21 23 23 20 22 66 26 21 22 20 22 28 26 178 24 21 1953 22 38 27 25 32 30 28 46 20 68 25
internal_value=0 6.68708e-07 -8.73239e-06 1.55042e-07 3.57047e-07 7.98688e-08 4.85737e-07 1.31802e-07 -2.5168e-07 9.56654e-08 4.09044e-07 -1.80017e-08 3.03996e-07 1.9541e-05 -3.27667e-05 -2.52291e-07 -5.16663e-07 -1.83053e-06 -8.36796e-07 -2.51833e-05 -4.37487e-05 5.12831e-06 7.44247e-06 4.90523e-06 2.04823e-06 5.77203e-06 -6.61747e-07 2.16233e-05 2.38e-05 5.99361e-06
internal_weight=0 2899 222 2878 2855 2832 2812 2790 2724 2698 2677 2655 2633 74 46 2559 2537 2058 1974 84 60 479 452 427 395 365 269 91 96 71
internal_count=3121 2899 222 2878 2855 2832 2812 2790 2724 2698 2677 2655 2633 74 46 2559 2537 2058 1974 84 60 479 452 427 395 365 269 91 96 71
is_linear=0
shrinkage=0.1


Tree=4279
num_leaves=31
num_cat=0
split_feature=132 1185 394 130 12 46 45 142 147 147 1426 16 52 52 16 12 13 13 51 1429 13 2 2 51 49 156 3 133 482 15
split_gain=1.47622e-06 8.49114e-06 3.36405e-06 1.43405e-06 3.57902e-06 1.33276e-06 1.70513e-06 1.36906e-06 2.22335e-06 2.91619e-06 2.02083e-06 2.22548e-06 3.38937e-06 5.45042e-06 3.12739e-06 9.4902e-06 7.95998e-06 6.57858e-06 6.38838e-06 6.12101e-06 6.04693e-06 5.96484e-06 1.66271e-05 1.12917e-05 6.80586e-06 6.6979e-06 6.24934e-06 3.48489e-06 4.10258e-06 4.19173e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.013605000000000001 -0.23647499999999996 0.23631000000000002 0.096120000000000011 1.0000000180025095e-35 -0.057499999999999989 0.099730000000000027 0.093875000000000014 -0.094284999999999994 0.064860000000000015 -0.23375999999999997 -0.15275999999999998 0.26676500000000009 0.099815000000000015 -0.074519999999999989 0.10002500000000002 -0.10056999999999998 -0.0091699999999999993 0.17001000000000002 0.11448000000000001 0.10912000000000001 -0.44986999999999994 0.10969000000000002 0.092385000000000009 -0.073309999999999986 0.087625000000000022 0.080200000000000007 -0.011859999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 -5 9 10 -9 12 -12 -14 15 27 -16 18 21 -20 -19 22 23 -18 -23 -25 -27 28 29 -13
right_child=1 3 -4 4 -6 -7 -8 8 -10 -11 11 14 13 -15 16 -17 17 20 19 -21 -22 24 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-3.8802192286302717e-06 6.395883434119501e-05 -2.6544609827396929e-05 -4.5943206558669255e-05 -2.6059289812110368e-05 4.0504697717965018e-05 1.9694246678708999e-05 -2.6223524837405425e-05 3.1897205008135647e-05 2.7273920398632375e-05 -3.2800210081202547e-05 -3.9530824869871141e-05 2.1644853896341863e-06 4.2152186852311421e-05 1.1914134236550466e-06 3.6294003642139543e-05 -6.9411759588027571e-05 -7.1618043214336722e-05 6.9879614165984101e-05 -7.9649870773816167e-05 -1.6062536652254231e-05 -6.0945187297792562e-06 7.8527295772801157e-06 8.9552009844088136e-05 3.9134623455958296e-05 -7.1909401563259403e-05 1.6619894677205593e-05 -5.9067375368613283e-05 1.4159648865395204e-05 1.8897519320114922e-05 -3.9770356969127726e-05
leaf_weight=201 21 20 21 20 22 34 25 20 30 27 20 37 33 2085 52 28 22 20 24 41 22 20 21 39 23 24 20 55 27 67
leaf_count=201 21 20 21 20 22 34 25 20 30 27 20 37 33 2085 52 28 22 20 24 41 22 20 21 39 23 24 20 55 27 67
internal_value=0 6.01844e-07 -7.85915e-06 1.39545e-07 3.26278e-07 1.45979e-08 -2.24199e-07 9.8608e-09 1.98973e-07 -9.8881e-08 2.28132e-07 -8.20403e-09 1.4427e-06 1.82961e-06 -5.73153e-06 -1.51357e-05 4.04128e-07 -6.35773e-06 -1.28985e-05 -3.95409e-05 3.00836e-05 -2.6514e-06 8.32362e-06 -7.92206e-06 -3.48107e-05 8.96121e-06 -1.77834e-05 -6.96513e-06 -1.58343e-05 -2.48512e-05
internal_weight=0 2899 222 2878 2858 2836 2802 2777 2757 2727 2700 2680 2138 2118 542 214 328 276 234 65 42 169 126 105 43 83 44 186 131 104
internal_count=3121 2899 222 2878 2858 2836 2802 2777 2757 2727 2700 2680 2138 2118 542 214 328 276 234 65 42 169 126 105 43 83 44 186 131 104
is_linear=0
shrinkage=0.1


Tree=4280
num_leaves=31
num_cat=0
split_feature=16 2 1 51 155 1426 1429 157 1429 120 1 120 1 33 44 154 471 47 47 47 148 447 12 12 160 47 42 4 133 484
split_gain=1.62585e-06 7.64362e-06 1.56343e-05 5.26042e-06 4.99695e-06 2.01891e-06 2.28702e-06 3.00187e-06 2.16688e-06 1.49572e-06 4.05434e-06 4.87544e-06 5.70585e-06 2.10107e-06 1.7411e-06 1.69827e-06 4.02559e-06 1.64135e-06 1.17851e-05 7.38178e-06 2.50051e-06 4.73605e-06 3.25985e-06 2.87894e-06 2.92531e-06 2.40577e-06 2.04606e-06 3.9467e-06 2.11085e-06 2.23291e-06
threshold=0.62682500000000008 0.11018500000000002 0.107145 -0.12089999999999999 0.11854500000000001 -0.021179999999999997 -0.069929999999999978 -0.089089999999999989 -0.0091699999999999993 0.09852000000000001 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 -0.044254999999999996 0.094585000000000016 0.085530000000000009 0.093985000000000013 0.092165000000000011 0.09550500000000002 0.088915000000000008 -0.10069499999999999 0.094580000000000011 0.15120000000000003 0.12477500000000001 0.51752500000000012 0.097970000000000015 -0.0098899999999999978 0.056795000000000005 -1.0000000180025095e-35 -0.078424999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 7 -7 -8 10 11 12 13 -10 15 16 17 19 -19 20 -15 22 23 24 -22 -20 27 -27 -28 -30
right_child=1 2 -4 -5 -6 6 8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 18 25 -21 21 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=-2.3545576055362796e-05 4.6065816996605677e-05 -9.8098329362983361e-05 1.4897387663950213e-05 -2.1226104858907916e-05 4.0349085118636609e-05 -2.0373936664933961e-06 -3.2119595354223361e-05 4.3489707604749131e-05 3.2257209168164993e-05 -2.7132124814670532e-05 4.4087738760503103e-05 -4.5867431974685412e-05 5.1088773761875932e-05 3.1041250014823165e-05 2.3688749897701201e-05 -2.8862089190321669e-05 4.1344022219677957e-05 -7.8208076955764807e-05 -3.0037989859852977e-05 5.3151545440554261e-05 -7.5949312777812612e-07 -4.6933114807953562e-05 -3.9542466267795094e-05 2.8919926925856785e-05 3.4336520517778508e-05 -7.0884424728675461e-06 -3.374872136191698e-05 5.3651184680347802e-05 -2.5481158054726959e-05 6.0808662834515976e-06
leaf_weight=36 26 24 25 21 31 30 21 28 20 20 21 23 22 25 30 21 23 22 27 26 2276 22 21 34 24 23 20 20 27 132
leaf_count=36 26 24 25 21 31 30 21 28 20 20 21 23 22 25 30 21 23 22 27 26 2276 22 21 34 24 23 20 20 27 132
internal_value=0 -1.28121e-05 -4.04475e-05 1.59992e-05 4.06602e-07 -6.96436e-09 2.7951e-07 1.99412e-05 -1.13724e-07 1.19733e-07 3.10372e-07 -1.3562e-08 3.61088e-07 -3.84859e-08 -2.71416e-07 -5.33466e-07 -3.14913e-07 -6.69917e-07 -8.05131e-06 1.53953e-07 -4.19709e-07 -7.50599e-07 -3.19169e-07 3.37394e-08 -3.93274e-07 -1.85272e-06 1.57522e-06 2.11625e-05 -3.13012e-06 7.21277e-07
internal_weight=0 96 49 47 3025 2994 2958 58 2900 2879 2859 2838 2815 2793 2773 2743 2722 2699 271 2428 2402 2377 2355 2334 2300 249 222 43 179 159
internal_count=3121 96 49 47 3025 2994 2958 58 2900 2879 2859 2838 2815 2793 2773 2743 2722 2699 271 2428 2402 2377 2355 2334 2300 249 222 43 179 159
is_linear=0
shrinkage=0.1


Tree=4281
num_leaves=31
num_cat=0
split_feature=367 39 132 50 1185 1203 12 393 475 156 12 471 1446 12 0 1446 1446 1446 12 2 403 133 0 1210 472 474 474 52 49 1
split_gain=1.69689e-06 2.95704e-06 1.95053e-06 3.81588e-05 2.02114e-05 5.91404e-06 2.4044e-06 1.71587e-06 1.6179e-06 3.17789e-06 3.12917e-06 1.57775e-06 2.07811e-06 6.40167e-06 9.23885e-06 2.34502e-06 4.25814e-06 2.97077e-06 1.47777e-05 1.66029e-05 6.62646e-06 1.58963e-05 4.32699e-06 3.48011e-06 2.35138e-06 2.2391e-06 8.86421e-06 7.35619e-06 6.29061e-06 5.90065e-06
threshold=-0.0098099999999999975 -0.020804999999999994 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.10911500000000002 0.10159000000000001 -0.24431999999999998 0.28241000000000005 0.093535000000000021 0.10338500000000002 0.10324000000000001 0.089505000000000015 -0.082619999999999985 0.089705000000000021 0.092750000000000013 0.083715000000000026 0.083985000000000018 0.084755000000000011 -0.54856499999999986 0.40431 -0.084889999999999979 -0.41266499999999995 -0.082054999999999975 0.088435000000000014 0.091650000000000009 -0.085264999999999994 0.084945000000000007 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 6 -3 8 10 11 -6 12 15 14 -14 17 -17 20 -19 -20 21 -10 -21 -22 -25 -26 27 -27 29 -28
right_child=1 2 4 -5 7 -7 -8 -9 9 -11 -12 -13 13 -15 -16 16 -18 18 19 22 23 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=2.1288031633515418e-05 -3.1497892244563749e-05 -5.19066596539095e-06 -9.6115802245383918e-05 0.00013725344493607173 -4.3173884847419689e-05 -5.6215844015241604e-05 2.306995724771136e-05 2.3503194367344073e-05 -0.00010428818168776388 3.9896856615087022e-05 5.5008171654792803e-06 -2.6191216499643378e-05 3.7419515823936918e-05 5.2433539488750586e-05 -5.0324643636182981e-05 -5.6217090639707058e-05 1.6138094636246665e-07 6.9563726137857889e-05 -8.6990691106620939e-05 -3.5494015625364884e-06 4.0589645089182471e-05 2.0282347759348343e-05 5.6911857027444059e-05 -2.8117511398401499e-05 -7.7140646981688853e-07 9.4652088382645171e-05 -4.4943016702123523e-05 1.1727822604133625e-05 4.2734655896007707e-05 6.4915716652396644e-06
leaf_weight=37 30 132 22 21 25 20 39 31 20 20 28 23 24 30 24 21 37 35 20 29 21 21 20 30 2202 20 38 23 24 54
leaf_count=37 30 132 22 21 25 20 39 31 20 20 28 23 24 30 24 21 37 35 20 29 21 21 20 30 2202 20 38 23 24 54
internal_value=0 -2.55408e-07 5.14925e-08 9.30456e-06 -6.38743e-07 -4.76312e-06 1.25474e-06 1.06113e-07 -1.53947e-07 1.81274e-07 -1.74589e-05 -1.11183e-07 1.11558e-07 1.61959e-05 -6.45256e-06 -3.68205e-07 -2.02515e-05 8.28043e-08 1.66367e-05 -1.02103e-05 -6.19034e-07 -4.04838e-05 2.11287e-05 5.86003e-08 -2.97381e-07 5.61146e-08 1.15165e-05 5.02972e-05 -2.85912e-06 -1.47531e-05
internal_weight=0 3084 3054 212 2842 191 171 2820 2789 2736 53 2716 2693 78 48 2615 58 2557 104 69 2453 41 49 2412 2391 2361 159 43 116 92
internal_count=3121 3084 3054 212 2842 191 171 2820 2789 2736 53 2716 2693 78 48 2615 58 2557 104 69 2453 41 49 2412 2391 2361 159 43 116 92
is_linear=0
shrinkage=0.1


Tree=4282
num_leaves=31
num_cat=0
split_feature=156 475 132 1185 15 1203 50 16 16 399 16 367 12 130 1 13 147 15 160 16 147 34 9 34 45 9 40 4 40 9
split_gain=1.50645e-06 2.16974e-06 1.41184e-06 9.34286e-06 3.34439e-06 2.41518e-06 5.72093e-06 1.6717e-06 2.32314e-06 3.40242e-06 1.56164e-06 1.36549e-06 2.49589e-06 2.86675e-06 1.56452e-06 5.89337e-06 4.47676e-06 3.62087e-06 4.92137e-06 4.16229e-06 2.7159e-06 2.47567e-06 1.20277e-05 7.62917e-06 3.39007e-06 3.18408e-06 3.36822e-06 4.70253e-06 3.35168e-06 2.5731e-06
threshold=0.3248100000000001 0.13528000000000004 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.089165000000000008 0.10022000000000002 -0.082039999999999988 -0.097644999999999996 0.088780000000000012 -0.0087049999999999992 -0.0098099999999999975 0.23631000000000002 -0.22461999999999996 0.13686500000000004 1.0000000180025095e-35 0.099730000000000027 -0.43375999999999998 -0.069549999999999987 -0.11118499999999999 0.093875000000000014 -0.057544999999999992 0.091600000000000015 -0.08330499999999999 0.094030000000000016 0.081890000000000004 -0.083564999999999987 -0.0057249999999999992 -0.081564999999999985 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 -1 -10 -9 -5 13 -13 16 17 20 18 -16 -19 21 23 24 29 25 26 27 -23 -28 -15
right_child=-2 -3 3 11 -6 -7 -8 10 9 -11 -12 12 -14 14 15 -17 -18 19 -20 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=1.9482915218838531e-05 -2.5498054476528247e-05 3.2223694181863847e-05 6.7021523829593899e-05 1.915922753018881e-05 -4.2174244939815256e-05 2.7882042803122949e-05 -5.7599194333306522e-05 3.5601966774265745e-05 -4.2837576984311457e-06 -5.2222537009356527e-05 3.8655108416124309e-07 3.2513570086275989e-05 -3.3727727798743056e-05 1.4005347683061182e-05 6.0655399892084462e-06 -6.0838148310722315e-05 3.8084935341987968e-05 3.5173136348021215e-05 -6.110034701123368e-05 -1.3676023384808408e-05 -3.2944023609161381e-05 2.7720665533100448e-06 -6.6768035746160123e-05 7.0976207364310543e-05 -3.8735990156882593e-05 3.7726887113303353e-05 4.0625396650284529e-05 -6.2883470072847564e-05 4.9606608844729853e-07 -2.9574354321084688e-05
leaf_weight=23 23 21 21 37 25 22 20 20 57 20 34 27 22 42 24 20 31 37 20 33 25 24 27 20 22 23 21 20 2340 20
leaf_count=23 23 21 21 37 25 22 20 20 57 20 34 27 22 42 24 20 31 37 20 33 25 24 27 20 22 23 21 20 2340 20
internal_value=0 1.89283e-07 -2.93464e-08 5.66517e-07 -7.72973e-06 -3.3363e-06 -7.28345e-06 -7.48934e-07 -8.40518e-06 -1.67354e-05 1.34293e-05 7.42575e-08 -1.78117e-07 8.77661e-08 -2.30712e-07 -1.07694e-05 3.0932e-07 -1.98541e-06 -2.44644e-05 1.21442e-05 -1.4387e-07 1.76569e-07 -3.89351e-07 1.72715e-05 3.42169e-07 6.96255e-07 3.42116e-07 -2.70714e-05 8.52998e-07 -5.26207e-08
internal_weight=0 3098 3077 2856 221 196 174 154 100 77 54 2835 2798 2776 2749 134 2615 114 44 70 2584 2559 2477 82 2450 2428 2405 44 2361 62
internal_count=3121 3098 3077 2856 221 196 174 154 100 77 54 2835 2798 2776 2749 134 2615 114 44 70 2584 2559 2477 82 2450 2428 2405 44 2361 62
is_linear=0
shrinkage=0.1


Tree=4283
num_leaves=31
num_cat=0
split_feature=448 447 447 97 34 10 11 16 9 13 2 39 132 1203 1185 50 393 4 483 14 158 2 376 43 15 48 39 13 1 1
split_gain=1.37685e-06 4.58542e-06 1.67796e-06 1.43357e-06 2.78184e-06 9.54489e-06 5.66252e-06 1.73747e-06 1.55886e-06 3.75992e-06 3.50094e-06 8.59492e-06 1.39549e-06 4.16764e-05 1.89244e-05 5.27367e-06 1.76209e-06 1.5259e-06 3.88336e-06 1.88853e-06 6.44826e-06 3.91768e-06 2.19814e-06 3.81693e-06 2.42914e-06 2.05971e-06 2.2043e-06 2.03659e-06 2.59072e-06 2.42587e-06
threshold=0.068920000000000023 0.094005000000000019 0.089395000000000016 -0.086464999999999986 -0.057544999999999992 0.0036750000000000007 -1.0000000180025095e-35 -0.0094449999999999968 0.091600000000000015 -0.0039049999999999992 -1.0000000180025095e-35 0.085530000000000009 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.097510000000000013 0.10159000000000001 0.51388000000000011 0.095345000000000013 -0.31455999999999995 -0.47382999999999992 0.12992500000000004 0.083890000000000006 -0.036954999999999995 -0.091604999999999978 0.13400000000000004 0.11925000000000001 -0.49353499999999995 0.13927000000000003 0.10672000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -6 -5 10 -10 11 -8 13 15 -14 -12 17 19 -19 21 -21 -16 25 24 -24 26 27 -22 29 -29
right_child=-2 -3 -4 4 6 -7 8 -9 9 -11 12 -13 14 -15 16 -17 -18 18 -20 20 22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.5385895839297683e-05 -2.6153628423344346e-05 3.7827103236054432e-05 -2.0318538671989058e-05 1.2954198073866035e-05 -5.1999720138458849e-05 7.4665129084843852e-05 7.2390707969754493e-05 -2.2740952277672477e-05 1.0306724206678892e-05 -5.0277117525183711e-05 -8.9554594545239368e-07 -1.7049799845110448e-05 -9.3028473202139139e-05 0.00014513965827063659 5.3577997912270808e-05 -5.5149053987406664e-05 2.3809914848478062e-05 -3.8735173279746964e-05 1.7436281518712351e-05 -5.6753375210973907e-05 2.9866028010226071e-05 -4.8157441159236e-06 5.8788505772272832e-05 -1.871630910500244e-05 1.344080097935687e-05 1.8044185994009848e-05 -3.1526196906507602e-05 -1.4503384317295197e-06 -3.4856246400688013e-05 9.6513031690041947e-06
leaf_weight=22 20 32 41 30 21 22 22 25 21 20 172 21 22 20 20 20 31 32 20 20 22 27 21 20 27 60 23 2027 22 218
leaf_count=22 20 32 41 30 21 22 22 25 21 20 172 21 22 20 20 20 31 32 20 20 22 27 21 20 27 60 23 2027 22 218
internal_value=0 1.68681e-07 -2.23978e-07 4.81084e-08 2.34252e-07 1.89966e-05 -2.58987e-07 -3.27087e-06 1.14657e-07 -1.92464e-05 3.91532e-07 2.87105e-05 -3.96698e-08 7.7631e-06 -6.72973e-07 -6.54695e-06 1.11514e-07 -1.75571e-07 -1.71308e-05 1.76112e-07 -2.03261e-07 2.00327e-05 2.60265e-07 1.79873e-05 3.32804e-05 -2.47929e-07 -7.22638e-07 -4.13122e-07 -7.06965e-07 -3.72317e-07
internal_weight=0 3101 3069 3028 3006 77 2929 55 2908 41 2867 43 2824 212 2612 192 2590 2559 52 2507 2460 47 2440 68 48 2372 2312 2289 2267 2245
internal_count=3121 3101 3069 3028 3006 77 2929 55 2908 41 2867 43 2824 212 2612 192 2590 2559 52 2507 2460 47 2440 68 48 2372 2312 2289 2267 2245
is_linear=0
shrinkage=0.1


Tree=4284
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 12 39 33 12 9 3 4 475 2 156 155 51 51 49 3 160 51 43 51 16 2 43 51 97 9 39
split_gain=1.43961e-06 1.00792e-05 4.7512e-06 1.39898e-06 2.80964e-06 1.52974e-06 6.00703e-06 3.32816e-06 1.97071e-06 3.71269e-06 1.45449e-06 1.31297e-06 3.07147e-06 2.78339e-06 1.61196e-06 1.57164e-06 7.69526e-06 3.20694e-06 5.1973e-06 2.82941e-06 2.48726e-06 2.41103e-06 2.31206e-06 1.39864e-05 2.62565e-05 2.44302e-05 3.35912e-06 4.48336e-06 6.20775e-06 5.07402e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.22699999999999995 0.23631000000000002 -1.0000000180025095e-35 -0.009184999999999997 -0.029094999999999999 0.085555000000000006 -0.0043399999999999992 0.62931500000000018 -0.24431999999999998 0.10613000000000002 0.28241000000000005 0.11562500000000002 0.10302500000000002 0.10681500000000001 -0.043469999999999995 0.11658 -0.046074999999999991 0.14780500000000005 -0.053764999999999993 0.090230000000000019 -0.087659999999999988 0.089605000000000018 -0.041049999999999996 0.088210000000000011 -0.079444999999999988 -0.013509999999999999 0.089790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 7 -7 -5 10 -10 11 12 -8 14 15 22 -17 -18 19 -19 21 -21 26 24 -24 -25 27 29 -29 -13
right_child=1 3 -4 4 -6 6 8 -9 9 -11 -12 13 -14 -15 -16 16 17 18 -20 20 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=-2.3174653921533041e-06 6.9622218697553589e-05 -2.3000685207709748e-05 -4.7076309999317382e-05 -5.466563477686858e-06 3.7650445665349257e-05 -4.476722858574552e-05 1.1967939470828835e-05 4.8793346373940948e-05 -3.4546602532109798e-07 5.2047001593434421e-05 -2.3710095858684958e-05 -8.5512384278748268e-07 -3.6604097397988272e-05 3.7534928869717989e-05 -2.1229428441854127e-05 6.7463397570008966e-05 3.3683832790020147e-05 -5.7620351450024453e-06 -4.266573479846422e-05 1.1754347021699438e-05 -7.0971026897972309e-06 5.9125597813579673e-05 -5.677262293333611e-05 3.5474299584166149e-05 9.1664112159588307e-05 -0.00010541403275965422 3.0127900905623592e-05 5.5843913123680984e-05 -1.3055511674066564e-07 -6.9054689538461397e-05
leaf_weight=195 21 26 27 26 20 30 23 20 38 21 26 24 30 20 35 20 29 101 27 22 21 21 22 20 26 32 37 20 2121 20
leaf_count=195 21 26 27 26 20 30 23 20 38 21 26 24 30 20 35 20 29 101 27 22 21 21 22 20 26 32 37 20 2121 20
internal_value=0 5.94318e-07 -7.76111e-06 9.06397e-08 3.0115e-07 3.73834e-08 -2.61259e-07 1.81247e-05 2.23204e-07 1.83027e-05 -1.72306e-07 5.68153e-08 -1.55257e-05 3.72274e-07 8.61876e-08 3.77271e-07 8.0637e-06 2.68817e-06 -1.99347e-06 4.66199e-06 2.11124e-05 3.48891e-05 -4.20503e-07 -1.52949e-05 2.36306e-05 -5.12262e-05 2.48914e-07 -2.57046e-07 3.92326e-07 -3.18549e-05
internal_weight=0 2899 222 2878 2852 2832 2786 46 2756 59 2697 2671 53 2618 2598 2563 241 221 192 165 64 43 2322 100 48 52 2222 2185 2141 44
internal_count=3121 2899 222 2878 2852 2832 2786 46 2756 59 2697 2671 53 2618 2598 2563 241 221 192 165 64 43 2322 100 48 52 2222 2185 2141 44
is_linear=0
shrinkage=0.1


Tree=4285
num_leaves=31
num_cat=0
split_feature=156 475 44 3 474 474 474 1446 1456 1419 1446 1446 1446 12 42 1456 480 1446 481 481 1447 483 154 160 1372 457 1429 133 484 482
split_gain=1.40656e-06 1.7718e-06 1.4757e-06 4.57074e-06 2.58476e-06 1.63988e-06 2.00809e-06 2.39594e-06 2.44286e-06 3.09234e-06 2.58946e-06 2.4716e-06 2.58754e-06 1.24063e-05 1.59808e-05 7.27293e-06 5.75657e-06 2.51223e-06 4.21065e-06 3.62202e-06 2.63767e-06 2.2947e-06 2.11163e-06 2.02331e-06 1.06771e-05 6.57071e-06 7.49793e-06 4.86955e-06 5.83828e-06 1.76268e-05
threshold=0.3248100000000001 0.13528000000000004 0.084760000000000016 0.10299500000000002 0.11568500000000002 0.11147000000000001 0.10716000000000002 0.11655500000000001 0.11510000000000002 0.10408000000000002 0.10324000000000001 0.089705000000000021 0.083715000000000026 0.083985000000000018 0.088380000000000014 0.090820000000000026 0.08610000000000001 1.0000000180025095e-35 -0.15265499999999996 -0.00058999999999999992 -0.079489999999999991 0.040035000000000008 1.0000000180025095e-35 -0.085764999999999994 -0.065504999999999994 0.032140000000000009 0.032755000000000006 -0.054584999999999995 0.090535000000000018 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 9 10 11 12 15 -14 16 17 -15 18 -1 -20 -21 -13 23 25 -25 26 27 -22 -29 -30
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 21 13 14 -16 -17 -18 -19 19 20 22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-4.2501292730024863e-05 -2.4638183276692871e-05 2.9131056527105451e-05 -1.8664627932594159e-05 4.4408619174242232e-05 -3.2308845041484348e-05 2.6578506367513911e-05 -3.0326595994913738e-05 -2.7217070825580339e-05 2.7773179238010928e-05 -3.7357413715323096e-05 3.00078378570796e-05 4.7112412825559404e-07 6.4659734925953677e-05 5.2182620830925388e-05 -8.4053563796260278e-05 -4.5506141582986208e-05 -1.1385772017218125e-05 3.4031198050466956e-05 3.2899158449093681e-05 -3.6129445670667335e-05 -1.8350582197606194e-05 -3.9022686201684748e-05 3.2694199289835525e-05 -6.4764922087935987e-05 -2.9489009919420947e-07 4.8893516224565889e-05 -3.9037557431392521e-05 2.495625202365253e-05 2.7795749876043754e-05 -8.3161093500000967e-05
leaf_weight=23 23 21 20 27 25 23 22 32 32 22 29 28 35 28 20 35 29 22 34 20 55 31 20 26 2143 34 38 161 41 22
leaf_count=23 23 21 20 27 25 23 22 32 32 22 29 28 35 28 20 35 29 22 34 20 55 31 20 26 2143 34 38 161 41 22
internal_value=0 1.82913e-07 -1.46532e-08 1.75689e-05 -2.87402e-07 -2.10006e-08 -2.26161e-07 -2.44169e-09 2.94986e-07 -8.6405e-09 2.77258e-07 -2.57951e-08 4.03132e-07 1.52942e-05 -7.14474e-06 -2.20576e-07 1.98408e-05 3.80028e-07 9.71371e-08 4.74841e-07 4.42056e-08 -2.02799e-05 3.29037e-07 7.21711e-08 -1.0677e-06 7.11598e-06 2.63511e-06 8.31095e-06 1.48573e-05 -1.09511e-05
internal_weight=0 3098 3077 47 3030 3005 2982 2960 2928 2896 2874 2845 2786 112 77 2674 57 2639 2617 2594 2560 59 2540 2520 2169 351 317 279 224 63
internal_count=3121 3098 3077 47 3030 3005 2982 2960 2928 2896 2874 2845 2786 112 77 2674 57 2639 2617 2594 2560 59 2540 2520 2169 351 317 279 224 63
is_linear=0
shrinkage=0.1


Tree=4286
num_leaves=31
num_cat=0
split_feature=401 401 402 1210 401 1212 401 133 1213 133 1211 1186 1211 1213 403 484 481 51 1208 1212 42 1210 12 12 52 1213 42 13 13 12
split_gain=1.25018e-06 2.77666e-06 4.26613e-06 2.5688e-06 1.67991e-06 1.67731e-06 2.35471e-06 9.81119e-06 3.84581e-06 7.51323e-06 3.57844e-06 4.1784e-06 5.09531e-06 3.5124e-06 1.93795e-06 2.42768e-05 2.25096e-05 1.90461e-05 6.64311e-06 6.54474e-06 2.49637e-05 7.16831e-06 6.07978e-06 1.85611e-05 1.41019e-05 1.10807e-05 6.75466e-06 5.75955e-06 5.71034e-06 8.82441e-06
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.13729500000000003 0.15049500000000002 0.11769000000000002 -0.059434999999999995 0.11076500000000002 -0.030254999999999994 0.11048500000000001 -0.107555 0.091735000000000011 0.093235000000000026 -0.0038999999999999994 -0.081614999999999979 -0.081614999999999979 0.090560000000000015 0.10837500000000001 -0.08867499999999999 0.087075000000000014 -0.061049999999999993 0.085250000000000006 0.08486500000000001 0.084505000000000011 -0.090764999999999985 -0.098769999999999983 -0.015039999999999998 -0.088854999999999976 0.086210000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 8 -8 10 -10 11 -4 13 14 15 -13 -17 18 22 20 -16 -21 23 24 27 -24 -27 -18 -28 -30
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 -12 12 -14 -15 19 16 17 -19 -20 21 -22 -23 25 -25 -26 26 28 -29 29 -31
leaf_value=2.49215138683212e-05 -3.4777044524873971e-05 3.5859719586865555e-05 4.2292761518974264e-05 -3.601024498493644e-05 2.5255966521889119e-05 -2.9135700169717894e-05 -2.1055048462888712e-05 7.2539750856646747e-05 8.1646758976480548e-06 -5.6466890443646536e-05 4.1274991201048368e-05 -0.00010873170348614541 -4.2949637450614583e-05 3.5162172857131474e-05 -1.1368151393506433e-05 9.3094087969802788e-05 -4.8585059944187008e-06 -8.6175387202404506e-05 5.2422745333883954e-05 -5.8261479370273826e-05 0.00011622767753737128 4.4816234330831977e-07 -7.7067512634327971e-05 0.00010414106225653085 -7.6030638138036013e-05 -5.3975121744980034e-05 4.9454875295937419e-05 6.4896998374024413e-05 -6.6925236734234552e-05 6.0858939811283576e-07
leaf_weight=20 23 33 23 20 26 20 24 21 37 35 21 22 28 28 46 24 29 28 22 21 23 2150 23 20 20 26 21 20 21 246
leaf_count=20 23 33 23 20 26 20 24 21 37 35 21 22 28 28 46 24 29 28 22 21 23 2150 23 20 20 26 21 20 21 246
internal_value=0 -1.60738e-07 9.79281e-08 -2.89638e-07 -5.34688e-08 -2.7289e-07 -7.91152e-08 2.26225e-05 -4.273e-07 -2.32534e-05 1.46943e-07 -1.57066e-07 -5.03534e-07 -7.75513e-08 -4.34797e-07 -5.92197e-06 -1.39834e-06 -6.16267e-06 -1.16187e-06 8.43911e-07 3.11638e-05 -1.19734e-07 -3.92915e-06 1.93174e-05 -5.26912e-06 -1.00685e-05 -5.16088e-06 2.36131e-05 -7.54044e-07 -4.70306e-06
internal_weight=0 3101 3078 3045 3025 2999 2979 45 2934 72 2862 2841 2818 2790 2762 522 500 476 448 2240 69 2171 426 89 69 337 314 49 288 267
internal_count=3121 3101 3078 3045 3025 2999 2979 45 2934 72 2862 2841 2818 2790 2762 522 500 476 448 2240 69 2171 426 89 69 337 314 49 288 267
is_linear=0
shrinkage=0.1


Tree=4287
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 403 3 403 1209 1209 1209 390 133 11 156 475 40 130 12 471 0 4 1428 474 3 128 1 16 0 40 11
split_gain=1.42192e-06 3.8311e-05 1.94417e-05 6.80276e-06 1.37397e-06 1.31778e-05 3.20151e-06 2.91102e-06 2.8127e-06 2.70177e-06 1.31495e-06 2.55306e-06 1.29763e-06 1.55787e-06 1.83302e-06 1.54165e-06 2.78074e-06 1.53703e-06 2.79185e-06 2.47281e-06 2.42194e-06 1.82465e-06 3.05809e-06 1.80595e-06 5.70889e-06 1.34072e-05 4.40457e-06 4.44844e-06 7.53632e-06 4.23927e-06
threshold=-0.083284999999999984 0.10022000000000002 0.12358500000000001 0.089480000000000018 -0.5492149999999999 -0.085784999999999986 -0.5425549999999999 -0.092099999999999987 -0.085894999999999985 -0.069599999999999981 0.087590000000000015 -0.089569999999999983 0.106895 0.3248100000000001 0.13528000000000004 -0.24290999999999999 -0.14845499999999998 0.11586 0.10277000000000001 -0.026509999999999995 0.024790000000000003 -0.071779999999999997 -0.25711499999999993 -0.094874999999999987 0.085955000000000018 0.087505000000000013 0.63167000000000006 0.10455500000000001 -0.075219999999999981 -0.011194999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -2 -6 -8 -9 -10 12 -12 13 14 15 -11 -17 18 21 20 -19 -18 -23 24 -24 -26 27 29 -29 -25
right_child=2 -3 -4 -5 6 -7 7 8 9 10 11 -13 -14 -15 -16 16 17 19 -20 -21 -22 22 23 26 25 -27 -28 28 -30 -31
leaf_value=3.61886439636334e-07 7.8032453703123059e-05 0.00013619871506307391 -9.884035218419741e-05 -6.1148752865847197e-05 -4.007672138413909e-05 -2.271956387523781e-05 3.1058355456252682e-05 -3.6718618364483563e-05 3.0923009591430984e-05 -2.7760676563221278e-05 4.3044583380833499e-05 -6.878057146899491e-06 2.4190290371604664e-05 -2.7265888952983501e-05 2.9614365557790735e-05 3.2633527745929318e-05 -2.5692707051097511e-05 -5.1485193746528877e-05 3.675632038721233e-05 1.1484654415501912e-05 -7.6902567213567507e-06 3.5831226230821697e-05 1.2215309691558673e-06 4.2823801347615455e-05 9.9526500525826131e-05 -1.3600715399000117e-05 -4.5504766318987572e-05 8.8939512170327356e-06 -7.791803162945144e-05 -1.3189486425115378e-06
leaf_weight=178 21 21 20 20 20 34 30 21 28 21 20 21 21 22 20 25 29 23 20 24 28 23 345 22 20 22 23 20 20 1959
leaf_count=178 21 21 20 20 20 34 30 21 28 21 20 21 21 22 20 25 29 23 20 24 28 23 345 22 20 22 23 20 20 1959
internal_value=0 7.76993e-06 -5.86359e-07 -5.85131e-06 9.54864e-08 1.57494e-05 -2.09064e-07 7.49946e-08 -2.59719e-07 1.80879e-08 -2.99118e-07 1.74745e-05 -5.70319e-07 -7.65357e-07 -5.44854e-07 -7.74726e-07 -5.57014e-07 -8.78877e-07 -4.56208e-07 -1.49847e-05 -2.74409e-05 -7.55947e-07 -4.61258e-07 -8.04626e-07 5.45928e-06 4.02694e-05 -1.9906e-06 -1.49539e-06 -3.4512e-05 -8.28721e-07
internal_weight=0 219 2902 198 2882 55 2827 2807 2777 2756 2728 41 2687 2666 2644 2624 2603 2578 2503 75 51 2483 2454 2431 387 42 2044 2021 40 1981
internal_count=3121 219 2902 198 2882 55 2827 2807 2777 2756 2728 41 2687 2666 2644 2624 2603 2578 2503 75 51 2483 2454 2431 387 42 2044 2021 40 1981
is_linear=0
shrinkage=0.1


Tree=4288
num_leaves=31
num_cat=0
split_feature=52 157 155 1 3 155 471 1419 1426 1429 49 1420 12 475 13 484 475 156 475 456 456 475 475 130 457 2 2 457 151 0
split_gain=1.20544e-06 5.79078e-06 1.06433e-05 6.89426e-06 5.26076e-06 2.65402e-06 1.61308e-06 2.96911e-06 1.85173e-06 2.38309e-06 6.47435e-06 1.76939e-06 2.86273e-06 1.63117e-06 1.56767e-05 1.34182e-05 6.08359e-06 5.62334e-06 3.63177e-06 1.80608e-06 6.36801e-06 4.20996e-06 5.12159e-06 3.34505e-06 3.04996e-06 4.51715e-06 2.75645e-06 2.02991e-06 2.33923e-06 1.00232e-05
threshold=-0.55061999999999989 -0.04831499999999999 0.11562500000000002 0.10234000000000001 -0.085709999999999995 0.11854500000000001 0.10338500000000002 0.089680000000000024 -0.021179999999999997 -0.069929999999999978 0.086815000000000017 -0.079539999999999986 0.087285000000000015 -0.085719999999999977 -0.085804999999999979 0.085740000000000011 -0.08466499999999999 0.085790000000000019 -0.084144999999999984 0.091580000000000009 0.089235000000000023 -0.08230999999999998 -0.076304999999999984 -0.23123999999999997 0.057025000000000006 0.097385000000000013 0.31358000000000003 -0.14249999999999999 0.079100000000000018 -0.09595999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 7 8 -2 10 -10 12 -11 14 -13 17 -15 -16 -18 20 21 -20 -23 -24 25 -21 27 -25 -29 -30
right_child=5 3 -4 -5 -6 -7 -8 -9 9 11 -12 13 -14 16 15 -17 18 -19 19 24 -22 22 23 26 -26 -27 -28 28 29 -31
leaf_value=2.895482385065407e-05 -2.6601570873306348e-05 -2.7105693218552255e-05 -8.8154971932194066e-05 4.6595325632855143e-05 -3.7314241679901585e-05 2.9502903682089622e-05 -2.8213080217938116e-05 3.2122338171606754e-05 6.0718578116274847e-05 4.9920317516287995e-06 -1.2117354610661726e-05 8.2453530770483979e-05 -4.7871688111627008e-05 -4.5860454526424797e-05 -2.0607980586646591e-05 -8.0232545369653965e-05 4.1611087657483518e-05 5.118844710523263e-05 3.5432808522962274e-05 6.6231355049239937e-05 -4.7178513565587966e-05 -4.9696305289953243e-05 3.8716632430309389e-05 2.8243354943697342e-05 -1.3359167729504407e-05 4.8775164638451919e-06 -3.2838404387383401e-05 1.4348235246882063e-07 -6.4925714970546071e-05 1.1610064152798509e-05
leaf_weight=25 26 22 21 30 23 31 20 29 23 21 26 24 20 29 20 20 21 24 33 20 29 21 22 25 25 30 26 2363 28 44
leaf_count=25 26 22 21 30 23 31 20 29 23 21 26 24 20 29 20 20 21 24 33 20 29 21 22 25 25 30 26 2363 28 44
internal_value=0 -9.78576e-06 -2.8777e-05 1.54141e-05 -2.7991e-06 3.94689e-07 9.07634e-08 2.82719e-07 -3.34964e-08 2.05194e-07 2.20709e-05 -1.71404e-07 -2.07951e-05 1.30156e-07 1.35295e-05 -1.2317e-05 -3.03991e-07 1.85537e-05 1.87686e-07 -1.38605e-07 -5.81433e-07 -5.39878e-08 -5.17042e-07 -1.05254e-07 1.51596e-05 2.94191e-05 -4.48811e-07 -1.06482e-07 -3.97548e-07 -1.81538e-05
internal_weight=0 121 69 52 48 3000 2969 2949 2920 2894 49 2845 41 2804 88 64 2716 44 2687 2666 2591 2562 2529 2508 75 50 2486 2460 2435 72
internal_count=3121 121 69 52 48 3000 2969 2949 2920 2894 49 2845 41 2804 88 64 2716 44 2687 2666 2591 2562 2529 2508 75 50 2486 2460 2435 72
is_linear=0
shrinkage=0.1


Tree=4289
num_leaves=31
num_cat=0
split_feature=130 12 394 3 159 481 481 484 16 403 4 403 402 1210 1453 1453 482 158 484 3 158 3 13 158 158 1455 15 1456 50 42
split_gain=1.43457e-06 3.62313e-06 1.27314e-06 9.82226e-06 1.2402e-06 3.13409e-06 2.30753e-06 2.06572e-05 1.41248e-05 1.95436e-06 6.91315e-06 6.09658e-06 4.45006e-06 3.8812e-06 1.82121e-06 2.32652e-06 1.97575e-06 1.83164e-06 4.22417e-06 4.251e-06 1.88993e-06 5.15567e-06 6.46885e-06 2.50372e-06 3.15874e-06 2.99588e-06 1.58373e-05 3.68382e-06 2.8535e-06 1.202e-05
threshold=-0.23647499999999996 0.23631000000000002 0.013605000000000001 -0.083489999999999995 0.24213000000000004 -0.15689499999999998 -0.086484999999999992 -0.081614999999999979 -0.010264999999999998 -0.54856499999999986 -0.081224999999999978 -0.53960999999999981 0.23460000000000003 -0.094799999999999982 -0.085754999999999984 -0.079499999999999987 0.12191 -0.14117999999999997 -0.096419999999999992 -0.072894999999999988 0.11245500000000001 -0.082689999999999986 -0.073839999999999975 0.107145 0.10398500000000001 -0.037084999999999993 -0.068899999999999975 0.11585000000000002 -0.099524999999999988 0.090835000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 8 -7 10 -8 -11 13 -13 -15 -16 17 18 -17 -20 23 -22 -23 24 25 26 -19 28 29 -27
right_child=1 -3 3 -5 -6 6 9 -9 -10 11 -12 12 -14 14 15 16 -18 20 19 -21 21 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-2.6696271083892499e-05 -3.5136393993385501e-05 4.0609689412204635e-05 4.5561557507844069e-05 -4.0065137155969365e-05 2.3818534152399349e-05 3.1516609963616177e-05 -5.5144093857961712e-05 0.00010053020308814233 -7.7354958127464431e-05 5.46517717111783e-05 2.3057416510710029e-05 3.8098736163542181e-05 -4.042272248625523e-05 -2.3719977682102422e-05 2.4473200814886571e-05 2.0774706606220128e-05 2.6661132163168916e-05 -2.6746835325563248e-05 -5.7150091297757928e-05 -3.8851437444287924e-06 1.910249834509159e-05 -7.5416448089526974e-05 -4.5143431869350497e-06 2.6470178017916623e-05 -3.5829911619657656e-05 -1.2664773317750147e-05 7.9885146260494369e-05 -4.337502136877447e-05 -8.2356961436016332e-07 8.2058265668040673e-05
leaf_weight=20 26 22 37 21 21 26 26 21 22 20 20 26 28 34 37 23 26 30 29 31 28 22 31 35 25 37 26 20 2330 21
leaf_count=20 26 22 37 21 21 26 26 21 22 20 20 26 28 34 37 23 26 30 29 31 28 22 31 35 25 37 26 20 2330 21
internal_value=0 1.72179e-07 -1.16755e-07 1.45588e-05 -3.98509e-07 -5.68029e-07 -2.65817e-07 1.78081e-05 -1.83829e-05 -6.95111e-07 -2.11434e-05 -3.66107e-07 -7.53693e-07 -3.58555e-07 -7.17582e-07 -4.33292e-07 -7.72842e-07 -1.0382e-06 -1.56623e-05 -2.96299e-05 -5.7225e-07 -1.56079e-05 -3.39454e-05 -8.9728e-08 -4.6321e-07 -1.04376e-07 2.27609e-05 -6.36126e-07 -2.78178e-07 2.16315e-05
internal_weight=0 3101 3079 58 3021 3000 2974 69 48 2905 46 2859 2839 2811 2785 2751 2714 2688 83 60 2605 81 53 2524 2489 2464 56 2408 2388 58
internal_count=3121 3101 3079 58 3021 3000 2974 69 48 2905 46 2859 2839 2811 2785 2751 2714 2688 83 60 2605 81 53 2524 2489 2464 56 2408 2388 58
is_linear=0
shrinkage=0.1


Tree=4290
num_leaves=31
num_cat=0
split_feature=12 4 12 15 142 11 147 49 148 483 158 1446 484 1452 43 158 42 158 158 3 484 481 403 13 2 132 1 1185 393 0
split_gain=1.26376e-06 2.5781e-06 1.58601e-06 5.38901e-06 4.58908e-06 3.47423e-06 1.76371e-06 9.21126e-06 4.79113e-06 2.14715e-06 2.68954e-06 8.40055e-06 6.75544e-06 7.45778e-06 9.36101e-06 2.03517e-06 5.37571e-06 4.45484e-06 3.13421e-06 5.3101e-06 1.99523e-06 2.71131e-06 8.5877e-06 8.48512e-06 3.79462e-05 2.21804e-06 3.93885e-05 2.27634e-05 9.64054e-06 3.67983e-06
threshold=0.23631000000000002 0.63113500000000011 0.12757000000000002 -0.079249999999999987 -0.057499999999999989 -0.014494999999999999 0.095485000000000014 -0.048674999999999989 -0.098399999999999974 -0.47181499999999993 0.10380000000000002 0.086320000000000022 0.041405000000000004 0.086765000000000023 -0.078139999999999973 0.085030000000000008 0.088200000000000014 0.082560000000000008 0.096590000000000023 -0.017889999999999996 -0.23687999999999995 -0.087424999999999989 -0.56738999999999995 -0.081029999999999977 0.086330000000000004 -0.083284999999999984 0.089475000000000013 -1.0000000180025095e-35 0.10585500000000002 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 8 -8 -7 -10 15 12 13 14 -12 17 18 20 19 -17 -11 23 -23 24 -22 26 28 -27 29 -24
right_child=-2 -3 3 -5 5 6 7 -9 9 10 11 -13 -14 -15 -16 16 -18 -19 -20 -21 21 22 25 -25 -26 27 -28 -29 -30 -31
leaf_value=4.4739284338329133e-05 -2.3354034419753591e-05 3.0379812259135567e-05 -5.8835249765252231e-05 2.762681986511399e-06 -3.9693136039369915e-05 -4.2052247402403336e-05 -2.1771465731035279e-05 6.5105971868616584e-05 2.7826405156312309e-05 2.3564275210987578e-05 -1.207019098122449e-05 -6.5951309417869208e-05 -4.3819988398657498e-05 -3.1655789907431586e-05 6.356455707595564e-05 -3.4993590341637964e-06 5.6893676082836469e-05 -4.4681243773745589e-05 -2.2520358425026646e-05 5.7188257674819655e-05 -0.00014790203458687757 6.5990471521217847e-05 -7.1128604070730263e-06 2.5039278282040161e-05 3.8602684908065993e-05 -0.00010687507932743757 0.00011766710228177293 2.8763448869831764e-07 -7.4173233442706988e-05 3.7655063699110708e-05
leaf_weight=23 23 28 20 49 22 27 26 23 28 37 30 25 30 29 36 46 23 22 32 21 20 20 111 27 24 20 29 2228 20 22
leaf_count=23 23 28 20 49 22 27 26 23 28 37 30 25 30 29 36 46 23 22 32 21 20 20 111 27 24 20 29 2228 20 22
internal_value=0 1.73391e-07 -1.02107e-07 -1.50918e-05 2.42541e-07 -1.01121e-07 1.93542e-07 1.90077e-05 -1.23588e-07 2.69493e-07 -1.05127e-09 -1.30345e-05 -2.45119e-06 1.06126e-05 2.91851e-05 7.22496e-07 1.33433e-05 1.25697e-07 3.22557e-06 1.55221e-05 5.11058e-07 1.72712e-07 7.30989e-07 -1.90918e-05 -4.61722e-05 1.93874e-07 1.08119e-05 -6.6577e-07 -9.4417e-06 2.9236e-07
internal_weight=0 3098 3070 69 3001 2978 2956 49 2907 2880 2852 150 125 95 66 2702 122 2580 99 67 2558 2521 2450 71 44 2430 182 2248 153 133
internal_count=3121 3098 3070 69 3001 2978 2956 49 2907 2880 2852 150 125 95 66 2702 122 2580 99 67 2558 2521 2450 71 44 2430 182 2248 153 133
is_linear=0
shrinkage=0.1


Tree=4291
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 400 1203 0 12 1213 1429 156 475 1 475 1420 2 156 49 152 39 33 4 45 49 1429 150 49 52 49 43
split_gain=1.47104e-06 8.39465e-06 5.75437e-06 1.8165e-06 1.92388e-06 1.76861e-06 1.52104e-06 2.23493e-06 2.60987e-06 1.37971e-06 3.75025e-06 1.63846e-06 1.11291e-05 2.29989e-06 1.51525e-06 3.10957e-06 2.28197e-06 9.44995e-06 4.03825e-06 1.50451e-06 4.88065e-06 3.35972e-06 1.88011e-06 2.34276e-06 6.76898e-06 1.22551e-05 5.7329e-06 7.70016e-06 4.76365e-06 4.63651e-06
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.098289999999999975 0.11741500000000001 0.084545000000000009 -0.086284999999999987 0.11418000000000002 -1.0000000180025095e-35 -0.23752499999999996 0.32523500000000005 0.061570000000000007 0.099195000000000019 1.0000000180025095e-35 -0.083279999999999979 0.087470000000000006 -0.065739999999999979 0.08610000000000001 0.083250000000000018 -1.0000000180025095e-35 -0.009184999999999997 1.0000000180025095e-35 0.094030000000000016 0.096415000000000015 0.083715000000000026 0.090735000000000024 0.11042000000000002 0.039215000000000007 0.092975000000000016 -0.095049999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 8 -8 -3 11 13 -13 14 15 -11 17 -16 19 21 -21 -18 23 28 25 26 27 -25 -22 -28
right_child=1 9 -4 4 -6 -7 7 -9 -10 10 -12 12 -14 -15 16 -17 18 -19 -20 20 22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-2.6329082746607517e-05 6.2129428260959682e-05 -2.6051391769215117e-05 -5.9057575745100623e-05 6.5356085134482833e-06 3.0292761584860274e-05 1.5523731077010806e-05 -3.0079920311849987e-05 -4.2845405793438362e-05 1.7603956590998373e-05 1.1692920603915507e-05 4.3456482235342267e-05 -5.5541155093408184e-05 3.4542099516935805e-05 2.6996537053491922e-05 -1.7770201393983424e-05 -3.92120144949461e-05 4.9241757005802361e-05 5.9777224414574455e-05 -4.3777540212698255e-05 -4.0189821180926329e-05 1.1476045374143713e-06 -3.0054925808542523e-06 -2.5387154872597812e-05 -6.5850106428213723e-05 -6.4161109326050787e-05 6.5827823695856401e-05 -3.710487415581291e-05 -8.8811883516528837e-07 3.8864977576689431e-05 8.6910736664307117e-06
leaf_weight=28 22 20 20 39 20 39 22 24 24 21 20 32 24 32 33 28 20 30 21 30 2213 32 28 37 20 23 27 36 34 122
leaf_count=28 22 20 20 39 20 39 22 24 24 21 20 32 24 32 33 28 20 30 21 30 2213 32 28 37 20 23 27 36 34 122
internal_value=0 5.92004e-07 -7.9618e-06 -2.74795e-06 1.18224e-06 -2.75161e-06 -9.2905e-06 -1.81079e-05 -5.20138e-06 1.22416e-07 3.05258e-07 1.69634e-09 -1.6934e-05 3.41991e-07 3.2392e-08 -1.73956e-05 3.47977e-07 1.91571e-05 -1.00369e-07 2.49448e-07 -9.12864e-08 1.70896e-05 3.82318e-07 6.69558e-07 -8.22313e-06 -3.65676e-06 -1.08556e-05 -3.38141e-05 1.71832e-06 3.92479e-07
internal_weight=0 2905 216 196 168 148 109 70 46 2883 2863 2843 56 2787 2755 49 2706 63 2643 2622 2570 52 2540 2512 265 245 222 73 2247 149
internal_count=3121 2905 216 196 168 148 109 70 46 2883 2863 2843 56 2787 2755 49 2706 63 2643 2622 2570 52 2540 2512 265 245 222 73 2247 149
is_linear=0
shrinkage=0.1


Tree=4292
num_leaves=31
num_cat=0
split_feature=400 130 130 400 1185 1204 43 1213 160 16 15 15 15 12 1213 15 402 13 133 4 133 403 1208 133 15 131 482 1209 132 120
split_gain=1.31789e-06 6.20235e-06 8.77696e-06 4.63231e-06 2.7131e-06 2.30907e-06 2.92589e-06 1.33268e-06 1.4902e-05 1.01604e-05 6.18374e-06 1.17101e-05 9.0745e-06 6.86442e-06 4.31338e-06 2.91276e-06 1.98679e-06 7.55917e-06 3.23877e-06 1.1298e-05 2.99541e-06 5.08753e-06 6.75171e-06 6.37025e-06 4.53326e-06 2.6276e-06 3.63855e-06 2.52819e-06 2.03851e-06 3.76344e-06
threshold=-0.08262499999999999 0.087380000000000013 0.0062100000000000011 -0.081639999999999976 -0.014244999999999999 -0.084344999999999989 -0.03898999999999999 0.04198000000000001 -0.025879999999999997 -0.010264999999999998 0.087485000000000021 0.086085000000000009 0.088850000000000012 0.09364500000000002 0.0036000000000000003 0.084195000000000006 -0.45454999999999995 -0.066634999999999986 0.41553500000000004 -0.07168999999999999 0.41068500000000002 -0.54856499999999986 0.099975000000000008 0.15630500000000003 0.087485000000000021 0.11863000000000001 0.12191 -0.090889999999999985 -0.41127499999999995 0.09852000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 -5 -1 -7 14 -9 10 11 15 -12 -14 16 -10 17 -6 20 -20 21 -18 23 25 -25 26 27 -23 -29 -30
right_child=3 -3 -4 4 7 6 -8 8 9 -11 12 -13 13 -15 -16 -17 18 -19 19 -21 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-1.6631205393683297e-05 -4.7233159767485984e-05 -3.0191225050657522e-05 7.9145152094064369e-05 3.4886224470524631e-05 6.1442486846565529e-05 -1.1310823210806121e-05 3.7161586000035062e-05 8.1460997368291521e-05 2.8386409061827829e-05 -6.2995735330180957e-05 8.2944988337528365e-05 -7.6930554089250079e-05 -3.0636378701947923e-05 3.8332502487220715e-05 -4.5045982353092934e-05 -1.7424443554457118e-05 -5.0982081700112761e-05 -2.3502037479374848e-05 -7.5007726380135872e-05 1.4114810167511954e-05 3.4039770660456272e-05 3.5232005411671705e-05 5.358710167575223e-05 -2.7549125488370747e-06 -6.5222978656283189e-05 -3.1179477176650563e-05 4.0672968580937866e-05 2.1372092158431078e-05 -4.6918049279727385e-07 -4.2020744314702992e-05
leaf_weight=28 21 30 21 22 22 20 33 24 35 24 21 21 27 31 22 23 20 20 25 33 25 20 23 21 26 27 22 42 2370 22
leaf_count=28 21 30 21 22 22 20 33 24 35 24 21 21 27 31 22 23 20 20 25 33 25 20 23 21 26 27 22 42 2370 22
internal_value=0 9.77844e-06 2.15342e-05 -4.31832e-07 -1.00691e-07 6.59805e-06 1.88701e-05 -3.61964e-07 7.39494e-06 -2.37202e-06 6.83665e-06 -1.29466e-05 2.66199e-05 6.2263e-06 -9.45147e-07 1.022e-05 -5.88187e-07 2.09927e-05 -9.26901e-07 -2.43001e-05 -4.09084e-07 -7.41217e-07 -3.50693e-07 -8.37191e-07 -3.73117e-05 -1.52292e-07 1.8605e-07 -1.76914e-07 -4.67866e-07 -8.51344e-07
internal_weight=0 132 102 2989 2968 81 53 2946 206 182 158 79 79 58 2740 58 2718 42 2676 58 2618 2593 2573 2550 47 2503 2476 2454 2434 2392
internal_count=3121 132 102 2989 2968 81 53 2946 206 182 158 79 79 58 2740 58 2718 42 2676 58 2618 2593 2573 2550 47 2503 2476 2454 2434 2392
is_linear=0
shrinkage=0.1


Tree=4293
num_leaves=31
num_cat=0
split_feature=403 4 403 1209 1209 1209 2 2 13 2 401 1211 1186 1211 2 403 4 1371 133 13 3 4 0 1 1 12 49 4 12 16
split_gain=1.44654e-06 1.16497e-05 3.41247e-06 2.20576e-06 2.00395e-06 2.28778e-06 1.49137e-06 5.38036e-06 6.28103e-06 8.98205e-06 4.99963e-06 7.66604e-06 5.27297e-06 7.34771e-06 5.11426e-06 1.43962e-05 3.12417e-05 8.12832e-06 6.24263e-06 1.29211e-05 4.32635e-06 4.09906e-06 8.43458e-06 9.34845e-06 4.7931e-05 1.97526e-05 6.14666e-06 1.80456e-05 1.64581e-05 1.11645e-05
threshold=-0.5492149999999999 -0.085594999999999991 -0.5425549999999999 -0.092099999999999987 -0.085894999999999985 -0.069599999999999981 0.088125000000000023 0.088930000000000023 -0.0030199999999999997 0.088745000000000004 -0.46360499999999999 0.11048500000000001 -0.092084999999999986 0.092860000000000012 0.087545000000000026 -0.0031149999999999997 -0.0086549999999999978 0.083235000000000017 0.08784500000000002 -0.085034999999999986 -0.084074999999999997 -1.0000000180025095e-35 -0.15599999999999997 0.09202500000000001 0.096475000000000019 0.080890000000000017 0.08610000000000001 -0.0057249999999999992 0.085325000000000012 -0.13941499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6 10 8 9 20 -7 12 -12 14 17 -16 -17 18 21 -20 -8 26 -23 25 -25 -24 27 29 -28 -14
right_child=2 -3 3 4 5 6 7 -9 -10 -11 11 -13 13 -15 15 16 -18 -19 19 -21 -22 22 23 24 -26 -27 28 -29 -30 -31
leaf_value=-4.5265496846695901e-05 -4.1462626395514238e-05 4.9923180732649708e-05 2.6961051977802221e-05 -3.1072400785584858e-05 2.7877677367259509e-05 -4.5263113791158757e-05 -1.8558346035509509e-05 -1.0345669724506648e-06 -7.5747338705696172e-05 -6.8300271423140657e-05 4.5399294888031566e-05 5.1952631861974127e-05 6.956680052098818e-05 -5.4068343931135136e-05 -4.2948482618869649e-05 0.00010941599427275611 -3.0589198130266074e-05 -5.7539748134634774e-05 7.4456998246365838e-05 4.5561920313109315e-06 4.1485715019007334e-05 7.1488285575469485e-05 -0.00011073153082179488 0.00015832048905264987 -2.6043646876234725e-06 5.6050296296706184e-06 -2.8252573334460369e-05 -7.7675936557040719e-05 9.0124772720193272e-05 -6.2813487528127621e-06
leaf_weight=20 20 36 30 21 29 22 24 1481 20 20 27 31 20 24 23 37 28 24 34 119 24 20 20 21 156 54 24 35 23 654
leaf_count=20 20 36 30 21 29 22 24 1481 20 20 27 31 20 24 23 37 28 24 34 119 24 20 20 21 156 54 24 35 23 654
internal_value=0 1.59272e-05 -2.90996e-07 -2.05751e-08 -2.89049e-07 -7.31337e-08 -3.46514e-07 -2.46201e-06 -2.64852e-05 -1.19963e-05 2.03114e-06 2.7884e-06 1.65356e-06 7.56041e-07 1.77445e-06 2.50464e-05 4.91061e-05 7.35142e-08 1.24531e-06 2.00897e-05 1.14637e-05 -1.56208e-06 8.98987e-06 4.00992e-06 1.64884e-05 -2.58373e-05 -5.3446e-06 -7.66618e-06 2.96768e-05 -4.03066e-06
internal_weight=0 56 3065 3045 3015 2994 2965 1569 88 68 1396 1374 1343 1316 1292 88 65 1204 1180 153 48 1027 271 251 177 74 756 709 47 674
internal_count=3121 56 3065 3045 3015 2994 2965 1569 88 68 1396 1374 1343 1316 1292 88 65 1204 1180 153 48 1027 271 251 177 74 756 709 47 674
is_linear=0
shrinkage=0.1


Tree=4294
num_leaves=31
num_cat=0
split_feature=1208 1208 43 1209 1209 1209 403 4 1429 156 2 1203 1186 129 0 1213 160 160 402 16 43 1212 1209 481 2 13 1 1212 132 1
split_gain=1.3298e-06 1.92743e-06 1.04324e-05 4.76369e-06 2.63834e-06 1.54388e-06 1.65924e-06 1.05439e-05 1.27925e-06 3.09723e-06 1.55216e-06 8.84338e-06 8.39351e-06 4.94603e-06 4.93317e-06 4.39451e-06 3.9241e-06 1.08049e-05 3.8727e-06 9.85742e-06 1.23718e-05 5.64651e-06 7.58993e-06 4.87964e-06 6.55268e-06 8.4292e-06 7.64656e-06 6.53534e-06 6.03616e-06 6.29028e-06
threshold=0.12461500000000002 0.10233500000000001 -0.03898999999999999 -0.097919999999999993 -0.087714999999999987 -0.074484999999999982 -0.52445499999999989 -0.085594999999999991 -0.23752499999999996 0.32523500000000005 0.085345000000000018 0.089165000000000008 -0.089559999999999987 -0.078929999999999986 -0.15599999999999997 -0.4908249999999999 -0.55248999999999981 -0.53908999999999996 0.094750000000000015 -0.090054999999999982 -0.018859999999999998 -0.08867499999999999 0.086665000000000006 -0.085784999999999986 0.082850000000000021 -0.088464999999999988 0.081315000000000012 0.086995000000000017 -0.083284999999999984 0.093700000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 7 -7 -8 10 11 13 -12 -10 -15 -14 -17 -18 21 -20 -21 -16 23 -23 26 -26 -25 -27 -28 -30
right_child=-2 2 -4 4 5 6 8 -9 9 -11 12 -13 15 14 18 16 17 -19 19 20 -22 22 -24 24 25 27 28 -29 29 -31
leaf_value=-4.8767185985525431e-05 -2.5702900093165226e-05 7.0931131319542021e-05 -2.9984717839397492e-05 3.131768086556501e-05 -1.9848879534178057e-05 -3.6826893518168833e-05 -2.416045476329807e-05 5.494561014089531e-05 5.0636971500352964e-05 3.9261211895791348e-05 -6.6352073208690864e-05 6.052136086509563e-05 4.3205814108659979e-05 4.8314849123882947e-05 5.0092671596718472e-05 -4.1102686016529337e-05 7.1883274213178087e-05 -2.0255908905695716e-06 -6.688569055768312e-05 -5.1505928058759313e-05 5.4014695870137075e-05 -3.3982748724762739e-05 -4.320327776114051e-05 -4.5851224642016562e-05 7.2492785936143867e-05 -1.3330533741228626e-06 -4.8453509715846338e-05 4.9291835274382666e-05 1.8465458600937719e-05 -4.2161969480950565e-06
leaf_weight=20 20 21 20 27 39 21 22 31 20 20 20 26 22 21 23 25 20 1798 30 20 25 36 39 36 27 102 23 34 190 343
leaf_count=20 20 21 20 27 39 21 22 31 20 20 20 26 22 21 23 25 20 1798 30 20 25 36 39 36 27 102 23 34 190 343
internal_value=0 1.65777e-07 2.17039e-05 -1.22805e-07 1.97223e-07 -8.16522e-08 1.77568e-07 1.78836e-05 -1.37529e-07 4.47134e-08 -2.27623e-07 2.96771e-06 -1.91429e-06 1.42344e-06 3.86278e-07 -1.22326e-06 -1.75362e-06 -1.21251e-06 -6.98313e-07 -2.24843e-05 7.11664e-06 1.21722e-06 -1.37161e-07 1.9862e-06 3.70128e-06 2.14556e-05 -1.18715e-06 1.13232e-05 1.70477e-06 3.8692e-06
internal_weight=0 3101 41 3060 3040 3013 2974 52 2922 2900 2880 995 1885 969 949 1865 1843 1818 928 75 45 853 830 791 755 163 592 136 556 533
internal_count=3121 3101 41 3060 3040 3013 2974 52 2922 2900 2880 995 1885 969 949 1865 1843 1818 928 75 45 853 830 791 755 163 592 136 556 533
is_linear=0
shrinkage=0.1


Tree=4295
num_leaves=31
num_cat=0
split_feature=156 1428 129 42 1184 1186 42 132 1203 393 50 1427 42 1 120 2 33 1213 12 4 403 4 402 43 1210 133 2 133 403 42
split_gain=1.37483e-06 1.67538e-06 1.31942e-06 6.84582e-06 2.96447e-06 1.68882e-06 6.80387e-06 2.39424e-06 6.27342e-05 3.78033e-05 5.53667e-06 1.53792e-06 5.45508e-06 1.83624e-06 6.44582e-06 4.44514e-06 1.76374e-06 1.59231e-06 5.33237e-06 1.07477e-05 7.68059e-06 3.63883e-06 1.58232e-06 8.71689e-06 4.14219e-06 1.59038e-06 3.7964e-06 2.95937e-06 4.69168e-06 3.24494e-06
threshold=0.3248100000000001 0.10668500000000002 -0.077709999999999987 -0.015274999999999999 0.089075000000000015 -0.087469999999999978 -0.019989999999999997 -0.083284999999999984 0.089165000000000008 0.11146500000000002 0.093975000000000017 0.086130000000000012 0.088295000000000012 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 -0.044254999999999996 0.085855000000000015 0.08401500000000002 -0.081114999999999979 -0.34918499999999997 -0.074729999999999977 -0.45015499999999992 0.05259500000000001 0.24726500000000004 0.41553500000000004 0.087195000000000009 0.40945500000000007 -0.54856499999999986 0.11551500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 8 10 11 -7 13 -13 14 15 16 -9 22 -19 -20 -21 -22 23 -18 25 27 -27 28 -24 -30
right_child=-2 -3 4 -5 -6 7 -8 9 -10 -11 -12 12 -14 -15 -16 -17 17 18 19 20 21 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=-6.0013202614971387e-05 -2.435874500762388e-05 2.9030118107584712e-05 -1.0873091357227948e-05 1.3466249038174283e-05 3.6031975010384646e-05 -2.4903451407733724e-06 5.9142383315702324e-05 2.8359447883087257e-05 0.00017800149364120444 -0.00013806781004177537 -5.7382565903805831e-05 4.2270051011915456e-05 -1.4401381001031648e-05 2.7074317707350322e-05 -4.2736711451299117e-05 4.5691056385251055e-05 2.8163756455383424e-05 5.7445743700554885e-05 -4.1402364224314887e-05 7.6290846627671279e-05 2.6269303779211925e-05 -2.3427735476826246e-05 -4.2846457216472591e-05 -5.5951630247363941e-05 4.1266525753915475e-05 9.1625414494377448e-06 -4.9585017537041996e-05 3.1893562657016988e-05 -1.6766168091012368e-06 1.7911924461796762e-05
leaf_weight=21 23 20 35 32 23 147 23 21 20 20 21 35 33 24 36 21 22 20 39 20 34 26 27 28 23 22 22 27 2168 88
leaf_count=21 23 20 35 32 23 147 23 21 20 20 21 35 33 24 36 21 22 20 39 20 34 26 27 28 23 22 22 27 2168 88
internal_value=0 1.80848e-07 -6.60624e-09 -1.56483e-05 2.67446e-07 -6.56633e-09 1.68917e-05 -3.3948e-07 1.05793e-05 -1.0843e-06 -9.35187e-06 -8.29634e-08 1.47677e-05 -4.61467e-07 -7.11414e-07 -1.3131e-07 -5.03273e-07 -7.39484e-07 9.6696e-06 1.64e-06 2.26232e-05 4.73392e-06 -1.33564e-06 -1.89409e-05 -9.65313e-07 -1.37794e-06 -2.02112e-05 -1.01921e-06 -1.40846e-06 -9.12525e-07
internal_weight=0 3098 3078 53 3025 3002 58 2944 188 2756 168 2736 68 2668 2644 2608 2587 2566 139 119 80 60 2427 50 2377 2354 44 2310 2283 2256
internal_count=3121 3098 3078 53 3025 3002 58 2944 188 2756 168 2736 68 2668 2644 2608 2587 2566 139 119 80 60 2427 50 2377 2354 44 2310 2283 2256
is_linear=0
shrinkage=0.1


Tree=4296
num_leaves=31
num_cat=0
split_feature=132 393 1203 475 471 2 1425 1428 1429 1375 3 457 3 4 457 0 48 4 52 13 14 0 2 2 2 16 16 482 52 0
split_gain=1.54679e-06 9.71139e-06 5.48532e-06 1.3408e-06 2.90699e-06 2.89028e-06 1.9335e-06 1.40662e-06 2.72327e-06 1.71286e-06 1.82996e-06 7.97465e-06 6.87681e-06 5.3109e-06 5.44704e-06 6.39661e-06 5.88264e-06 5.94837e-06 3.43238e-06 2.99239e-06 3.94067e-06 5.28853e-06 3.6758e-06 1.85641e-05 1.44496e-05 1.42216e-05 1.24877e-05 9.53989e-06 6.36063e-06 9.53545e-06
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 -0.24431999999999998 -0.086614999999999984 0.10613000000000002 0.10129000000000002 0.087445000000000009 -0.072014999999999982 -0.42089999999999994 0.090900000000000009 -0.06290999999999998 0.086245000000000016 -0.059649999999999988 0.11612500000000002 -0.26609999999999995 -0.031249999999999997 0.0049200000000000008 -0.56368999999999991 -0.17933499999999997 0.083150000000000016 -0.18113999999999997 0.10559 0.10327000000000001 0.10912000000000001 -1.0000000180025095e-35 -0.032969999999999992 0.090355000000000005 0.10263500000000002 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 -2 7 9 -9 -6 12 -12 18 -13 15 -15 -17 -18 -11 -20 21 -21 23 -23 25 -24 -25 28 -26 -30
right_child=1 -3 -4 4 6 -7 -8 8 -10 10 11 13 -14 14 -16 16 17 -19 19 20 -22 22 24 26 27 -27 -28 -29 29 -31
leaf_value=-2.1957180760159064e-06 1.103375581568917e-05 6.8372760800966296e-05 -5.0288337994667624e-05 3.8406823878176508e-05 -2.7094824065937686e-05 -3.6083863945653624e-05 -3.008301864610985e-05 -4.1056396674740912e-06 4.4311407457696208e-05 -3.432485003125701e-05 5.835735742089858e-05 2.3521354720541305e-05 -5.6301701517275607e-05 -6.0687297967809209e-05 4.243233629711627e-05 4.1381931699409812e-05 -5.5398391598898281e-05 -2.5997405033837762e-06 -3.641523940545581e-05 4.2228665751604096e-05 -2.9349837695706302e-05 9.7566146602260415e-07 -1.4682249713908225e-05 1.516120989998897e-05 3.3601840202988702e-06 -0.00011786751125658737 0.00012557135295196531 5.9124855326444964e-05 3.8884469358890784e-06 -6.6545989613734635e-05
leaf_weight=195 23 21 27 20 23 30 21 26 21 29 28 86 22 23 21 24 26 119 22 31 43 1817 34 21 224 22 20 25 40 37
leaf_count=195 23 21 27 20 23 30 21 26 21 29 28 86 22 23 21 24 26 119 22 31 43 1817 34 21 224 22 20 25 40 37
internal_value=0 6.16056e-07 -8.04482e-06 1.21653e-07 4.17294e-07 -1.56366e-05 1.46424e-07 3.74448e-07 1.75275e-05 7.98943e-08 3.10188e-07 7.32585e-06 -6.50901e-07 2.54698e-06 -5.92155e-06 -1.12103e-05 -4.47669e-06 -1.20671e-05 -1.33219e-07 2.91249e-07 6.4023e-07 1.20807e-06 6.40378e-07 2.47717e-06 -8.29357e-06 -5.52193e-05 6.90198e-05 -2.32703e-07 -5.16273e-06 -2.99567e-05
internal_weight=0 2899 222 2878 2825 53 2805 2784 47 2737 2714 327 2387 299 213 192 169 145 2365 2336 2314 2271 2240 1858 382 56 41 326 301 77
internal_count=3121 2899 222 2878 2825 53 2805 2784 47 2737 2714 327 2387 299 213 192 169 145 2365 2336 2314 2271 2240 1858 382 56 41 326 301 77
is_linear=0
shrinkage=0.1


Tree=4297
num_leaves=31
num_cat=0
split_feature=421 9 10 2 11 2 45 1429 156 13 13 0 0 0 3 3 0 49 43 3 42 147 147 2 2 2 160 1446 160 401
split_gain=1.28037e-06 2.94967e-06 5.59169e-06 1.03029e-05 4.88173e-06 4.2874e-06 1.62817e-06 3.12073e-06 2.84856e-06 2.15809e-06 9.12837e-06 4.98525e-06 3.47759e-06 7.05017e-06 4.73838e-06 3.30344e-06 2.89642e-06 5.35016e-06 6.31996e-06 6.26772e-06 5.19426e-06 2.15995e-06 3.27759e-06 2.08968e-06 7.38374e-06 6.72656e-06 7.64893e-06 1.17745e-05 5.53016e-06 5.3527e-06
threshold=-1.0000000180025095e-35 0.092890000000000014 0.053330000000000009 -0.15339499999999998 -1.0000000180025095e-35 -0.15339499999999998 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.095710000000000017 0.084330000000000016 0.12411500000000002 -0.094654999999999975 -0.083674999999999986 -0.094874999999999987 -0.16726499999999997 -0.073309999999999986 0.088340000000000016 -0.23714499999999997 -0.24124499999999996 -0.09693499999999998 0.097985000000000017 0.092070000000000013 0.093175000000000022 0.093680000000000013 0.092635000000000009 -0.53908999999999996 0.037915000000000011 -0.52439499999999983 -0.06959499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -3 7 -6 9 10 15 12 14 -14 -11 -9 20 18 -18 -20 -15 22 23 25 -25 26 27 -17 -28 -26
right_child=1 5 3 -5 6 -7 -8 8 -10 11 -12 -13 13 16 -16 21 17 -19 19 -21 -22 -23 -24 24 29 -27 28 -29 -30 -31
leaf_value=-2.5220697061740796e-05 4.5213924840936671e-05 -2.0294561172704561e-06 1.3080850294500124e-05 -8.597625985549669e-05 -3.9729128748149381e-05 6.0088664050113038e-05 1.8398267758961896e-05 3.7193613800058226e-05 3.7517594246310186e-05 1.1406005420400922e-06 -5.1239793517904931e-05 4.5195591155788861e-05 -5.2408229712455075e-05 -7.7703191345790403e-06 6.4410752711410171e-05 -8.8979021658512159e-05 1.8062702480220292e-05 4.1128956727334302e-05 -3.9370765976956238e-06 -7.2726883585206596e-05 5.0599101532791412e-05 -2.9550409593726869e-05 3.4742450672918215e-05 -5.6446415909603173e-05 3.3353561009693965e-05 5.0613011249138419e-05 4.9210638417207525e-05 3.6794422612729252e-06 8.4152326756487073e-07 -5.0789174358268452e-06
leaf_weight=20 24 25 21 21 20 20 47 23 20 29 36 32 25 30 20 24 33 20 27 26 31 26 26 27 38 27 24 32 1565 782
leaf_count=20 24 25 21 21 20 20 47 23 20 29 36 32 25 30 20 24 33 20 27 26 31 26 26 27 38 27 24 32 1565 782
internal_value=0 1.62667e-07 -2.11586e-07 -3.64477e-05 2.93363e-07 2.55786e-05 -6.72031e-08 -3.62098e-07 -9.2738e-08 -3.51852e-07 -1.2303e-06 8.11083e-06 3.18671e-06 -2.88174e-06 2.69652e-05 -5.36256e-07 4.5324e-06 -5.45804e-06 -1.62922e-05 -3.7683e-05 2.18928e-05 -8.73785e-07 -5.80822e-07 -9.45413e-07 -4.99213e-06 1.10457e-06 2.91966e-07 -3.60313e-05 1.57208e-06 -3.2979e-06
internal_weight=0 3101 3056 42 3014 45 2990 2943 2923 2903 2630 273 241 192 49 2594 167 106 86 53 61 2571 2545 2519 847 1672 1645 56 1589 820
internal_count=3121 3101 3056 42 3014 45 2990 2943 2923 2903 2630 273 241 192 49 2594 167 106 86 53 61 2571 2545 2519 847 1672 1645 56 1589 820
is_linear=0
shrinkage=0.1


Tree=4298
num_leaves=31
num_cat=0
split_feature=156 1425 471 481 1447 42 2 1447 3 160 160 43 1428 474 16 472 472 50 483 158 158 1455 1456 2 13 12 1456 159 158 1447
split_gain=1.42673e-06 1.80541e-06 1.3586e-06 1.29242e-06 1.12278e-05 8.49808e-06 2.60989e-05 1.78193e-06 1.76366e-05 8.16788e-06 5.77693e-06 5.1395e-06 2.04453e-06 4.5918e-06 6.46997e-06 2.03062e-06 2.61625e-06 1.56579e-06 2.28014e-06 4.64341e-06 2.12484e-06 2.11286e-06 3.444e-06 7.28854e-06 5.03732e-06 5.99579e-06 3.68578e-06 3.44251e-06 3.37823e-06 2.60627e-06
threshold=0.3248100000000001 0.10340000000000001 -0.071899999999999978 -0.086484999999999992 -0.085684999999999997 0.090545000000000014 0.084145000000000011 -0.085684999999999997 -0.085709999999999995 -0.090764999999999985 -0.55323499999999981 -0.078654999999999989 -0.071779999999999997 -0.08539999999999999 0.26799500000000004 -0.082054999999999975 -0.080079999999999998 -0.47382999999999992 -0.47356499999999996 0.13270500000000005 0.11245500000000001 -0.097209999999999977 -0.077944999999999987 0.085155000000000022 -0.077799999999999994 0.08598500000000002 -0.011624999999999998 -0.46986499999999992 -0.25150999999999996 -0.082824999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 8 -5 11 -9 -10 -12 14 -14 -15 -17 -18 -19 20 21 -20 23 -23 25 -25 -24 -28 -29 -30
right_child=-2 -3 3 7 5 -7 -8 10 9 -11 12 -13 13 15 -16 16 17 18 19 -21 -22 22 26 24 -26 -27 27 28 29 -31
leaf_value=-2.3227322380989793e-05 -2.4814189964672553e-05 3.0132141837384552e-05 5.9834116307849233e-05 -7.884995607206481e-05 -0.00011255189367701583 4.2317619385278745e-05 2.3819058525178763e-05 5.3782686372869647e-05 -5.0113743111523948e-05 5.6998860398178098e-05 -3.2011263174354104e-05 2.0717999796900026e-05 -9.5101103874012127e-06 -2.7240396931509691e-05 6.578216170601082e-05 3.417293112513355e-05 2.5528684320464813e-05 -3.431347129662754e-05 -2.7767952386576714e-05 4.4315421821564723e-05 -2.2859437905385994e-05 5.6492710985945784e-05 -3.4632899360076412e-05 1.2561274055493099e-05 3.0139177937371642e-05 -6.2303665145009292e-05 3.9840955910871608e-05 -3.5996714625609995e-05 -3.0753556664616815e-05 -6.3326736195955279e-08
leaf_weight=25 23 20 33 29 23 23 36 20 20 27 20 21 21 28 25 22 23 20 28 23 43 33 32 23 32 20 21 27 28 2352
leaf_count=25 23 20 33 29 23 23 36 20 20 27 20 21 21 28 25 22 23 20 28 23 43 33 32 23 32 20 21 27 28 2352
internal_value=0 1.84228e-07 -1.03654e-08 1.79751e-07 1.05793e-05 -9.24271e-06 -2.93425e-05 -2.27313e-07 -1.35554e-05 1.42908e-05 2.27748e-07 -1.38341e-05 -1.5194e-07 7.55454e-08 3.14096e-05 -4.47637e-07 -1.72537e-07 -4.51871e-07 -6.74673e-07 -4.21939e-07 -8.11844e-07 -4.46649e-07 -1.48753e-07 1.73292e-05 9.71959e-08 -2.22596e-05 -9.16076e-07 -4.71703e-07 -8.23413e-07 -4.24388e-07
internal_weight=0 3098 3078 3053 115 82 59 2938 97 68 2841 41 2821 2801 46 2755 2727 2705 2682 2662 2639 2596 2568 108 75 43 2460 2428 2407 2380
internal_count=3121 3098 3078 3053 115 82 59 2938 97 68 2841 41 2821 2801 46 2755 2727 2705 2682 2662 2639 2596 2568 108 75 43 2460 2428 2407 2380
is_linear=0
shrinkage=0.1


Tree=4299
num_leaves=31
num_cat=0
split_feature=159 481 481 484 43 1456 15 403 156 159 1456 403 1210 1365 483 1447 159 1447 1447 160 3 13 51 484 52 1428 52 157 3 12
split_gain=1.27058e-06 2.88384e-06 2.8776e-06 1.75343e-05 1.0775e-05 1.58428e-06 1.13118e-05 6.91079e-06 4.84669e-06 4.8399e-06 5.34674e-06 2.86015e-06 2.67023e-06 1.91831e-06 1.86656e-06 1.71803e-06 1.15536e-05 3.3088e-06 3.9275e-06 3.05117e-06 6.64648e-06 1.95415e-06 6.05093e-06 6.2189e-06 1.70344e-05 5.60255e-06 8.29357e-06 1.52972e-05 8.01461e-06 3.61694e-06
threshold=0.24213000000000004 -0.15689499999999998 -0.086484999999999992 -0.081614999999999979 -0.025214999999999998 0.085790000000000019 0.086885000000000004 -0.55327499999999985 -0.065739999999999979 0.097495000000000012 0.10880000000000002 -0.54856499999999986 -0.41266499999999995 0.088010000000000019 -0.47181499999999993 -0.086304999999999979 -0.092414999999999983 -0.084334999999999979 -0.082824999999999982 -0.52641999999999989 -0.079379999999999992 0.10002500000000002 0.11444000000000001 0.090535000000000018 0.10473500000000001 -0.020064999999999996 -0.56022499999999986 -0.00078499999999999989 -0.23446499999999998 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 8 -4 -7 10 -10 -9 -13 14 -14 16 -16 -17 -19 20 -20 25 23 24 29 -21 27 -27 -28 -23
right_child=-2 2 5 -5 -6 6 -8 11 9 -11 -12 12 13 -15 15 17 -18 18 19 21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-3.3330303197614667e-05 2.4514631894860594e-05 -5.4936505397630827e-05 5.4755103923051378e-05 9.6608586560857171e-05 3.9342362486588011e-05 4.7995905893003512e-05 -6.7623688132048955e-05 -3.6198046026666732e-05 -2.1042725950560542e-06 3.2656098149648945e-05 -6.3110404098551954e-05 3.5524373413950559e-05 2.7857456608098406e-05 2.7882243648491568e-05 1.7066261580112042e-05 2.9303064164540394e-05 -7.8719576677031001e-05 -3.8754088840236093e-05 -6.8873618537119396e-06 -4.7918363200621499e-05 6.8591010840464154e-05 1.8082138748620006e-05 5.7730393167399927e-05 -4.7704302658696014e-05 9.5776522066444165e-05 0.00010371904356274865 -5.1781489882785085e-05 -1.2053361722792034e-05 -1.3799657492925441e-06 -1.2344246357086167e-05
leaf_weight=26 21 27 23 21 22 20 28 22 51 24 20 21 23 24 34 37 20 27 28 26 20 60 22 22 20 21 32 25 2242 112
leaf_count=26 21 27 23 21 22 20 28 22 51 24 20 21 23 24 34 37 20 27 28 26 20 60 22 22 20 21 32 25 2242 112
internal_value=0 -1.66066e-07 1.14438e-07 2.01575e-05 -1.26072e-05 -3.52611e-07 -1.06246e-05 1.60811e-07 3.25338e-06 -6.1661e-06 -1.92891e-05 -2.81637e-07 -1.04037e-09 -2.67958e-07 -5.1177e-07 -7.49213e-07 -1.841e-05 -3.95211e-07 -8.08774e-07 -4.19221e-07 2.4562e-05 -8.83627e-07 7.79016e-06 2.65611e-06 8.42658e-06 -1.75618e-06 -1.23885e-06 4.07993e-05 -2.08922e-06 -1.73039e-06
internal_weight=0 3100 3074 70 49 3004 143 2861 115 95 71 2838 2816 2795 2771 2748 54 2694 2657 2630 48 2582 236 214 192 2346 2320 46 2274 172
internal_count=3121 3100 3074 70 49 3004 143 2861 115 95 71 2838 2816 2795 2771 2748 54 2694 2657 2630 48 2582 236 214 192 2346 2320 46 2274 172
is_linear=0
shrinkage=0.1


Tree=4300
num_leaves=31
num_cat=0
split_feature=130 42 16 52 52 39 39 16 12 15 480 13 484 12 2 2 133 0 49 2 12 472 1 12 475 15 155 2 43 0
split_gain=1.24214e-06 2.89248e-06 1.44594e-06 3.49772e-06 3.80609e-06 2.65888e-06 3.33449e-06 2.69793e-06 8.19884e-06 5.32265e-06 5.16795e-06 4.57908e-06 5.62616e-06 4.18125e-06 5.58224e-06 8.29213e-06 4.15291e-06 5.44889e-06 4.0323e-06 4.44099e-06 6.41181e-06 1.08278e-05 7.5106e-06 4.65625e-06 4.61269e-06 4.32528e-06 4.11824e-06 4.20515e-06 2.77762e-06 2.71051e-06
threshold=-0.22699999999999995 0.15021500000000002 0.057265000000000003 -0.23375999999999997 -0.15275999999999998 0.11214000000000002 0.093755000000000019 0.26676500000000009 0.099815000000000015 0.11728000000000001 0.085815000000000016 -0.075129999999999988 0.068975000000000009 0.092755000000000018 0.10559 0.095545000000000005 0.087625000000000022 -0.081584999999999977 0.11308500000000002 0.11448000000000001 0.098330000000000015 -0.088954999999999992 0.10752500000000002 0.10016000000000001 -0.080004999999999979 -0.052074999999999989 0.088610000000000008 0.090790000000000023 -0.077944999999999987 -0.082844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 9 10 13 28 18 14 15 16 17 -4 19 20 21 -13 -22 -21 -23 -20 27 -26 -9 -18
right_child=1 -3 5 4 -6 -7 -8 11 -10 -11 -12 12 -14 -15 -16 -17 29 -19 25 23 22 24 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-2.1766175940194025e-05 -3.7828946425060681e-05 3.009194256264891e-05 -6.7320747590808119e-05 3.3624907367387398e-05 8.6333689905299565e-07 -3.9364336520347502e-05 3.6983316458645281e-05 4.4294517595387465e-06 -6.4440298201925893e-05 3.5527352210246375e-05 3.5128465814133441e-05 -8.6085318998812012e-05 4.6655266695389791e-05 -5.5239696222997742e-05 -5.6540169799004424e-05 5.6135847262339671e-05 3.7689894088543956e-05 -8.3187410847232162e-06 -6.0809318725100288e-05 6.3331637256851543e-05 7.0844748624949712e-05 1.9582163122851303e-05 -1.478107193785642e-05 -4.0878455842002515e-06 -1.0926936811301857e-05 -5.5027336378360264e-06 3.9866391435840778e-06 -7.5774100223497954e-05 5.4229202727166616e-05 -1.3749131591924067e-05
leaf_weight=26 23 32 24 36 2368 21 20 21 27 27 21 20 21 25 23 20 20 45 26 20 20 43 21 21 20 31 34 20 24 21
leaf_count=26 23 32 24 36 2368 21 20 21 27 27 21 20 21 25 23 20 20 45 26 20 20 43 21 21 20 31 34 20 24 21
internal_value=0 1.82853e-07 -1.29616e-07 9.82618e-07 1.35394e-06 -4.37394e-06 -3.17915e-06 -4.52915e-06 -1.23582e-05 -6.13601e-06 -1.17888e-05 1.26253e-06 -3.24153e-06 -1.7324e-05 -1.11286e-05 -3.09429e-06 -1.38634e-05 -2.88412e-05 -7.03803e-06 -8.71543e-07 -7.70593e-06 -1.80887e-05 2.69876e-05 2.87997e-05 -6.46532e-06 -3.07303e-05 -2.1601e-05 -4.33505e-05 3.09893e-05 1.13431e-05
internal_weight=0 3095 3063 2427 2404 636 615 595 253 226 199 342 297 178 153 130 110 69 276 219 178 137 41 41 117 57 74 40 45 41
internal_count=3121 3095 3063 2427 2404 636 615 595 253 226 199 342 297 178 153 130 110 69 276 219 178 137 41 41 117 57 74 40 45 41
is_linear=0
shrinkage=0.1


Tree=4301
num_leaves=31
num_cat=0
split_feature=1208 1208 43 1209 1209 401 1212 1210 1210 1209 403 42 132 394 1203 401 391 129 128 0 12 13 16 1212 16 1212 402 2 2 40
split_gain=1.19962e-06 1.49409e-06 8.75309e-06 3.91638e-06 2.12843e-06 1.50629e-06 6.87883e-06 3.52939e-06 2.83024e-06 1.85591e-06 1.50608e-06 1.2098e-05 1.27512e-06 7.14516e-06 4.25764e-06 2.04046e-06 8.6157e-06 5.47335e-06 3.53277e-06 1.83149e-06 1.60975e-06 2.04474e-06 1.56782e-06 1.49341e-06 4.32655e-06 2.92727e-06 2.69922e-06 1.83712e-06 7.09122e-06 6.03208e-06
threshold=0.12461500000000002 0.10233500000000001 -0.03898999999999999 -0.097919999999999993 -0.087714999999999987 0.11602000000000001 -0.089544999999999986 -0.13847499999999999 -0.08861999999999999 -0.076689999999999994 -0.52445499999999989 0.085730000000000015 -0.083174999999999985 0.10969000000000002 0.089005000000000015 0.10632500000000002 -0.087114999999999984 -0.080669999999999978 0.11976500000000002 -0.098289999999999975 0.11527000000000001 0.054800000000000008 -0.080344999999999986 -0.073259999999999978 -0.088159999999999988 -1.0000000180025095e-35 0.10491500000000002 0.08647500000000001 0.086285000000000014 0.051255000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 7 -7 -6 -9 -10 11 -11 14 15 19 16 -14 -18 23 -12 21 22 -21 24 -19 -25 27 28 29 -27
right_child=-2 2 -4 4 5 6 -8 8 9 10 12 -13 13 -15 -16 -17 17 18 -20 20 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-4.4203223769727632e-05 -2.4412431193923113e-05 6.421185503963248e-05 -2.8225606183696075e-05 2.8145382775282661e-05 3.6271652458742245e-05 1.6112109962185578e-05 -4.752650596801135e-05 -3.6629342814973956e-05 -2.4121710154553688e-05 -3.7829188186151442e-05 -2.6063771198365704e-05 6.8514455494511387e-05 -6.3773017124428097e-05 5.7551212648832006e-05 -4.5160858651517911e-05 2.6248191437237743e-05 5.1384729089304102e-05 1.4187402656570418e-05 4.1980589885497465e-05 -5.3289998086748297e-06 2.4864041873885216e-05 -3.0197121073301374e-05 1.9660051702885542e-05 2.9317291367025227e-05 -3.8224583196703561e-05 3.8133636461793137e-06 -3.5926449449367021e-05 -2.0348348116195268e-06 6.2591178048023723e-05 -4.6043274342082444e-05
leaf_weight=20 20 21 20 27 27 35 33 21 31 20 27 23 21 22 26 30 21 28 20 74 26 22 38 34 36 828 21 1504 20 25
leaf_count=20 20 21 20 27 27 35 33 21 31 20 27 23 21 22 26 30 21 28 20 74 26 22 38 34 36 828 21 1504 20 25
internal_value=0 1.57446e-07 1.91204e-05 -9.66325e-08 1.93542e-07 -5.69387e-08 -1.47713e-05 2.82816e-07 -5.01851e-08 2.14973e-07 4.7821e-07 1.90523e-05 1.95289e-07 8.02429e-07 -7.24432e-06 3.20021e-07 1.59373e-08 5.4395e-07 1.19603e-07 -1.9725e-06 2.0929e-06 -2.32538e-06 3.14943e-06 -2.15821e-07 -1.52943e-05 1.80982e-07 -2.32127e-07 8.32205e-08 3.7322e-06 2.35215e-06
internal_weight=0 3101 41 3060 3040 3013 68 2945 2918 2897 2866 43 2823 2610 213 2588 2558 2537 2516 187 160 134 112 2496 64 2432 2398 2377 873 853
internal_count=3121 3101 41 3060 3040 3013 68 2945 2918 2897 2866 43 2823 2610 213 2588 2558 2537 2516 187 160 134 112 2496 64 2432 2398 2377 873 853
is_linear=0
shrinkage=0.1


Tree=4302
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 475 156 475 155 475 3 3 1 42 403 1209 1456 4 1446 12 4 402 13 49 157 1429 1429 484 42 156 12
split_gain=1.48024e-06 3.73913e-05 1.94778e-05 6.98569e-06 1.28223e-06 2.79314e-06 2.6259e-06 1.82848e-06 1.958e-06 1.34962e-06 7.36046e-06 1.99955e-05 1.34864e-05 5.89095e-06 6.35801e-06 4.75559e-06 8.74664e-06 6.29324e-06 1.47681e-05 1.17801e-05 1.08369e-05 2.68924e-05 4.28695e-06 5.71785e-06 1.06086e-05 2.39286e-05 6.52871e-06 5.06973e-06 4.27464e-06 4.8114e-06
threshold=-0.083284999999999984 0.097510000000000013 0.12358500000000001 0.089480000000000018 -0.24431999999999998 0.28241000000000005 -0.49729499999999999 0.11562500000000002 0.093020000000000005 -0.082594999999999988 -0.083344999999999989 0.090840000000000018 0.090545000000000014 -0.5341999999999999 -0.083969999999999989 -0.089834999999999984 -0.081609999999999988 0.083715000000000026 0.083985000000000018 -0.084564999999999987 0.10607000000000001 -0.0095349999999999983 -0.012034999999999999 -0.087424999999999989 0.083870000000000014 0.084895000000000012 0.085790000000000019 -0.16797499999999996 0.089090000000000016 0.084405000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 7 -2 8 9 10 15 12 -12 -11 -15 16 -6 20 -19 -20 22 -22 28 -24 26 -26 27 -25 29 -17
right_child=2 -3 -4 -5 5 -7 -8 -9 -10 13 11 -13 -14 14 -16 17 -18 18 19 -21 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=4.4926346086189588e-07 1.0095076583599187e-05 0.00013157501598470844 -9.8943405668023849e-05 -6.1900677465018817e-05 -7.8271981536610327e-05 3.761132089493913e-05 -3.4815870233918155e-05 -2.2605960860216457e-05 2.6704598251723965e-05 -4.1679249675831271e-05 2.8010333441690161e-05 -5.4553218771096525e-05 0.0001260543294119998 4.0775513653872828e-05 -1.7236200833856171e-06 4.5054809654212318e-06 1.1954445587682792e-05 0.00010306413147191051 -5.259315564572993e-05 3.7222438003254872e-05 -0.00013585104634330491 1.1966578813371598e-05 -4.3439090341448524e-05 -3.1340946781496954e-05 0.00013303922520814621 -5.2121588381733976e-06 -3.902550847402274e-05 8.4908607045956082e-06 2.968639992104727e-05 -3.5479056209070246e-05
leaf_weight=177 23 22 20 20 21 20 30 35 28 36 47 21 20 36 1587 49 22 20 23 40 20 32 23 34 21 31 34 531 20 78
leaf_count=177 23 22 20 20 21 20 30 35 28 36 47 21 20 36 1587 49 22 20 23 40 20 32 23 34 21 31 34 531 20 78
internal_value=0 7.92765e-06 -5.98269e-07 -5.88068e-06 8.42093e-08 3.72916e-07 -1.53262e-05 1.0778e-07 3.94363e-07 1.26087e-07 2.86491e-06 3.05904e-05 5.72772e-05 -1.66843e-06 -7.80941e-07 4.22621e-07 -3.21096e-05 1.88589e-06 2.81992e-05 4.43262e-06 -6.15836e-07 -4.48864e-05 2.18814e-06 5.56281e-06 7.29406e-06 5.06201e-05 3.53287e-06 6.0939e-06 -1.32848e-05 -2.0052e-05
internal_weight=0 219 2902 197 2882 2829 53 2809 2774 2746 1087 88 67 1659 1623 999 43 956 83 63 873 52 821 674 651 52 599 565 147 127
internal_count=3121 219 2902 197 2882 2829 53 2809 2774 2746 1087 88 67 1659 1623 999 43 956 83 63 873 52 821 674 651 52 599 565 147 127
is_linear=0
shrinkage=0.1


Tree=4303
num_leaves=31
num_cat=0
split_feature=1429 3 51 1429 150 16 16 472 474 3 367 12 4 1 1420 52 471 1452 52 52 0 2 52 3 42 0 131 15 479 2
split_gain=1.35902e-06 8.09663e-06 2.09464e-05 3.74028e-05 1.36887e-05 9.64241e-06 4.68497e-06 1.55219e-05 3.85819e-06 5.74011e-06 2.31973e-06 2.57898e-06 2.6231e-06 2.1438e-06 2.02214e-06 3.77631e-06 2.42199e-06 1.92759e-06 1.85288e-06 1.01458e-05 4.76451e-06 7.63092e-06 1.3444e-05 1.04398e-05 9.06997e-06 6.93458e-06 6.74693e-06 6.00504e-06 4.47644e-06 4.97542e-06
threshold=0.032755000000000006 -0.087429999999999994 -0.085604999999999987 0.084180000000000019 0.10874500000000002 -0.0083599999999999976 -0.0087049999999999992 -0.065034999999999996 0.087035000000000015 -0.08323499999999999 -0.0098099999999999975 0.23631000000000002 0.63113500000000011 0.10234000000000001 -0.08341999999999998 -0.56368999999999991 0.091465000000000005 -0.073879999999999987 0.096795000000000006 0.10160000000000001 -0.071339999999999987 0.097385000000000013 0.13796000000000003 -0.073309999999999986 0.10306000000000001 -0.05208999999999999 0.11088500000000003 0.12044500000000001 0.10951000000000001 0.085235000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 5 3 -3 6 -2 7 -4 -8 -10 -1 12 14 -7 -12 -16 17 -17 -19 -20 26 22 -22 -23 25 -25 27 28 29 -21
right_child=1 2 4 -5 -6 13 8 -9 9 -11 11 -13 -14 -15 15 16 -18 18 19 20 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=2.7456411192972042e-05 7.7949011531364671e-05 -0.00017938270531885794 2.4491768670573254e-05 -7.0394434474377818e-06 7.2584091433624135e-05 -1.1602417783038581e-05 3.1438831520063104e-05 -9.4419925125808024e-05 -5.3205324035264891e-05 1.0677084649684661e-05 2.9869609083423554e-05 -3.3724945162496375e-05 3.1665977722797028e-05 2.5131464652379995e-05 -3.4609217966370186e-05 2.7845244185300549e-05 3.2119018495298705e-05 1.329645188011202e-06 -6.1724315819446936e-05 -2.6552663187846327e-05 0.00010868351499084384 -4.4604564385047745e-05 5.1096929517505615e-07 8.8518814358063875e-05 -2.7286584008834327e-05 7.1593104803469042e-06 -6.2978397882250726e-05 4.1624876450021899e-05 -5.1864901185829448e-05 2.2186302258056309e-06
leaf_weight=32 21 20 21 34 23 47 30 23 22 39 23 22 27 24 31 25 24 2070 30 81 20 37 27 22 24 20 21 26 22 233
leaf_count=32 21 20 21 34 23 47 30 23 22 39 23 22 27 24 31 25 24 2070 30 81 20 37 27 22 24 20 21 26 22 233
internal_value=0 -6.3522e-06 -1.7103e-05 -7.08703e-05 1.27315e-06 1.84214e-05 -1.08761e-05 -3.76666e-05 2.07752e-06 -1.23625e-05 6.85497e-07 3.77895e-07 6.49435e-07 8.14669e-07 3.4335e-07 9.30355e-08 4.94143e-07 2.08591e-07 -5.38156e-08 -5.14043e-06 -1.9556e-06 1.31521e-05 4.65418e-05 -2.08395e-06 2.17534e-05 4.97762e-05 -7.87246e-06 -4.67571e-06 -8.25849e-06 -5.20326e-06
internal_weight=0 304 212 54 158 92 135 44 91 61 2817 2785 2763 71 2736 2713 2682 2658 2633 563 533 150 47 103 66 42 383 362 336 314
internal_count=3121 304 212 54 158 92 135 44 91 61 2817 2785 2763 71 2736 2713 2682 2658 2633 563 533 150 47 103 66 42 383 362 336 314
is_linear=0
shrinkage=0.1


Tree=4304
num_leaves=31
num_cat=0
split_feature=1209 1208 403 3 1210 15 132 400 1213 401 2 2 2 160 15 4 12 133 1211 3 1456 4 403 15 393 1186 129 1185 394 1212
split_gain=1.35627e-06 2.4025e-06 1.87135e-06 1.18435e-05 3.96598e-06 1.58975e-06 3.42754e-05 3.40183e-05 6.40589e-06 5.94126e-06 5.95418e-06 1.64022e-05 1.44143e-05 1.03826e-05 8.23619e-06 8.23093e-06 1.10904e-05 6.04205e-06 5.22143e-06 5.11923e-06 5.05177e-06 9.22189e-06 6.66265e-06 4.83942e-06 2.90147e-06 1.72183e-06 3.42873e-06 2.93236e-06 3.94997e-06 1.70887e-06
threshold=0.14268500000000003 0.10683000000000002 -0.53960999999999981 -0.085709999999999995 -0.3960249999999999 0.091650000000000023 -0.083284999999999984 -0.052894999999999991 -0.16396999999999998 1.0000000180025095e-35 0.094215000000000007 0.092635000000000009 0.097605000000000011 -0.53908999999999996 0.11295500000000001 -0.067104999999999984 0.095565000000000011 0.10722500000000001 0.11013500000000002 -0.064674999999999983 -0.067074999999999982 -0.076229999999999978 -1.0000000180025095e-35 0.098485000000000017 0.10856500000000001 0.090275000000000008 -0.077709999999999987 0.090595000000000009 -0.091729999999999992 0.086920000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 18 -7 -8 -9 10 11 13 14 -10 -12 20 -17 19 24 -14 -15 22 -22 -24 25 26 -6 28 -28 -30
right_child=-2 -3 4 -5 5 6 7 8 9 -11 12 -13 17 15 -16 16 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-3.8092240792290499e-05 2.4741514657348906e-05 -2.6227061792139596e-05 -4.2538626803434458e-05 5.1191569199988573e-05 -3.2597344440599794e-05 0.00011934435431612656 -0.00012845358021877474 -4.8644119427384191e-05 -5.8658846997161623e-05 5.2429972103189878e-05 -0.00010248913446792524 0.00010113062912893157 -3.732868147239813e-05 4.8194497994700212e-05 -1.4935063535674651e-05 9.9659839638068507e-05 -8.5406995605721715e-07 5.1167991030244881e-05 -4.0416502534671144e-05 1.8149912349867802e-05 4.6046954705215124e-05 -4.9024674860577628e-05 -4.7664133169400017e-05 1.806948077197982e-05 2.9541120764875473e-05 2.2653239055568609e-05 3.2130021118309987e-05 -3.78208579994472e-05 -8.8547885260578198e-08 -1.1053767928770916e-05
leaf_weight=24 22 35 22 39 34 25 20 21 22 28 22 20 29 20 21 23 21 26 33 39 34 35 21 24 32 31 37 21 2188 152
leaf_count=24 22 35 22 39 34 25 20 21 22 28 22 20 29 20 21 23 21 26 33 39 34 35 21 24 32 31 37 21 2188 152
internal_value=0 -1.75648e-07 1.21937e-07 1.71787e-05 -2.36136e-07 7.62695e-08 5.54554e-06 -1.1328e-06 5.13916e-06 8.0728e-06 4.5938e-06 1.4785e-05 -1.17716e-05 6.15045e-06 -5.97302e-05 1.41606e-05 5.16873e-05 1.01668e-05 -8.99458e-07 -5.51008e-06 1.83838e-06 -6.29427e-06 1.26369e-05 -1.26062e-05 -3.76788e-07 -7.6549e-07 -1.064e-06 -6.16907e-07 -2.88222e-07 -8.00819e-07
internal_weight=0 3099 3064 63 3001 2979 451 426 406 385 357 220 137 200 43 178 44 94 2528 68 134 114 79 45 2495 2463 2432 2398 2377 2340
internal_count=3121 3099 3064 63 3001 2979 451 426 406 385 357 220 137 200 43 178 44 94 2528 68 134 114 79 45 2495 2463 2432 2398 2377 2340
is_linear=0
shrinkage=0.1


Tree=4305
num_leaves=31
num_cat=0
split_feature=132 393 15 1186 44 158 46 482 482 483 12 0 4 15 1 1 0 13 43 482 34 9 34 96 10 1 1 52 49 1
split_gain=1.54237e-06 8.33488e-06 4.75832e-06 1.80195e-06 1.37663e-06 6.59938e-06 1.43029e-06 1.27781e-06 9.01155e-06 6.69465e-06 1.19823e-05 9.15788e-06 4.62029e-06 4.10732e-06 1.55703e-06 4.39535e-06 4.3965e-06 5.09046e-06 5.79384e-06 2.68661e-06 2.71966e-06 1.0181e-05 7.12557e-06 3.39782e-06 3.35241e-06 2.63523e-06 1.38918e-05 7.50418e-06 8.53607e-06 6.94674e-06
threshold=-0.083174999999999985 0.12069000000000002 0.092400000000000024 0.049580000000000006 0.099360000000000018 -0.47356499999999996 1.0000000180025095e-35 0.089605000000000018 0.087425000000000017 0.098395000000000024 0.087005000000000013 -0.077429999999999985 0.51303500000000013 -0.065449999999999994 0.13534000000000004 0.13756000000000004 -0.11991499999999998 -0.085584999999999981 -0.050459999999999998 0.081345000000000015 -0.057544999999999992 0.091600000000000015 -0.084564999999999987 0.083725000000000008 -0.0093599999999999985 0.10658000000000002 0.10337500000000001 -0.55692499999999978 -1.0000000180025095e-35 0.10920500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 -2 7 8 14 10 12 13 -9 -11 19 -16 -17 -18 -19 20 22 24 23 -7 -22 26 -26 -28 -29 -27
right_child=1 -3 -4 -5 -6 6 -8 9 -10 11 -12 -13 -14 -15 15 16 17 18 -20 -21 21 -23 -24 -25 25 29 27 28 -30 -31
leaf_value=4.8570250069960001e-07 5.0542735138711019e-05 6.3386502959127979e-05 -4.9130630577565172e-05 -3.0505538736525483e-05 -2.0149924581126083e-05 -1.9858449270352998e-05 -2.4905105802823211e-05 4.0332469570785182e-05 6.4374680650044794e-05 1.6025704621824843e-05 -7.482531015711809e-05 6.361773010515511e-05 -2.4152138939825819e-05 -4.3793577870846178e-05 -4.4856883750040215e-05 -4.1801870057021182e-05 4.1542542801893903e-05 -3.5212316613593207e-05 3.2997880916809668e-05 2.9925769136283521e-05 3.6077133728003199e-05 -6.5093993430309635e-05 6.689665136615408e-05 3.20864403329324e-05 1.4459430111966991e-07 3.6541445577946116e-05 -4.4496026186441838e-07 -2.6086221805599055e-05 -0.00011737056622569938 5.0460356380365534e-07
leaf_weight=176 26 21 25 21 33 34 23 20 22 24 33 24 25 22 29 21 31 33 20 31 26 24 22 20 1965 69 22 20 21 238
leaf_count=176 26 21 25 21 33 34 23 20 22 24 33 24 25 22 29 21 31 33 20 31 26 24 22 20 1965 69 22 20 21 238
internal_value=0 6.15173e-07 -8.03333e-06 -2.81793e-06 1.57147e-07 3.92695e-07 -6.98456e-08 1.3445e-07 6.39852e-07 -8.90815e-06 -2.90563e-05 1.35426e-05 4.50769e-06 -1.25835e-05 1.05897e-07 -1.03949e-05 -8.7685e-07 9.3544e-06 -9.47262e-06 6.70547e-07 3.02034e-07 -2.91389e-07 1.89246e-05 -6.19601e-07 3.67341e-07 -3.02836e-08 -1.33736e-06 -4.75602e-05 -7.28416e-05 8.60409e-06
internal_weight=0 2899 222 197 2878 2845 2819 2796 2648 148 78 70 45 46 2626 134 105 84 53 2492 2461 2385 76 54 2361 2335 2028 63 41 307
internal_count=3121 2899 222 197 2878 2845 2819 2796 2648 148 78 70 45 46 2626 134 105 84 53 2492 2461 2385 76 54 2361 2335 2028 63 41 307
is_linear=0
shrinkage=0.1


Tree=4306
num_leaves=31
num_cat=0
split_feature=160 159 481 481 42 403 2 1208 1209 1208 483 158 51 49 160 52 3 402 3 13 0 13 0 51 475 484 484 1447 160 0
split_gain=1.42572e-06 1.62109e-06 2.04097e-06 3.10279e-06 1.45829e-05 1.95641e-06 7.84397e-06 2.99802e-06 3.56248e-06 2.38805e-06 1.62398e-06 2.00079e-06 2.29474e-06 3.10183e-06 1.51281e-06 8.42713e-06 1.59616e-06 1.03101e-05 1.00089e-05 7.17006e-06 3.37331e-06 7.85677e-06 3.74475e-06 5.50204e-06 3.40883e-06 6.46311e-06 4.77373e-06 4.53682e-06 6.09265e-06 3.55564e-06
threshold=0.62940000000000007 0.14765500000000001 -0.15265499999999996 -0.086484999999999992 0.085730000000000015 -0.54448499999999989 0.089885000000000007 0.11846000000000001 0.11743500000000001 0.097165000000000015 -0.47181499999999993 0.12212000000000002 -0.43587999999999999 0.10969000000000002 0.10908000000000002 -0.080114999999999978 -0.078724999999999976 0.12933500000000003 -0.078344999999999984 -0.16152999999999998 0.10455500000000001 -0.029529999999999997 0.047850000000000011 -0.12463499999999998 0.016915000000000003 -0.086659999999999973 -0.070054999999999992 -0.081174999999999983 -0.51146999999999987 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5 8 9 10 -7 12 13 -12 16 -16 17 19 -18 -14 22 -22 24 -24 25 -20 -27 -28 -29 -30
right_child=-2 -3 3 5 -6 7 -8 -9 -10 -11 11 -13 14 -15 15 -17 18 -19 20 -21 21 -23 23 -25 -26 26 27 28 29 -31
leaf_value=-2.7963510931910536e-05 -2.596818231029916e-05 2.1891378013178303e-05 -2.4643048280026394e-05 -4.5421354460765885e-05 7.2403904984336497e-05 2.8245939101907428e-05 3.07326313521203e-05 3.8661350772599689e-05 -4.2247924211551437e-05 3.2923564309715984e-05 4.6006484248209748e-05 -2.4111107101946669e-05 -5.9042411764191152e-05 -4.879179528949823e-06 -4.9079510841289051e-05 1.8879830757804166e-05 6.529421722189e-05 -6.0253165720496334e-05 5.5844134732813647e-05 -1.8604500168263253e-07 -7.0648522800876814e-05 9.6668082184398128e-06 -5.9310389111661132e-06 6.4865924619168607e-05 -3.3771521945406376e-05 -3.8929979150295904e-05 -4.0717762840358776e-05 5.7916370387829374e-05 9.9706013374619345e-06 -2.6483430939201231e-06
leaf_weight=26 21 34 32 38 30 20 21 20 20 22 25 35 21 23 36 37 25 30 22 1441 21 29 21 23 27 29 24 20 360 588
leaf_count=26 21 34 32 38 30 20 21 20 20 22 25 35 21 23 36 37 25 30 22 1441 21 29 21 23 27 29 24 20 360 588
internal_value=0 1.75917e-07 -6.48938e-08 1.73713e-07 2.23152e-05 -2.87257e-07 -1.83157e-05 7.71406e-08 -1.89049e-07 1.03128e-07 -1.49602e-07 -3.49782e-07 -5.29777e-08 2.16238e-05 -4.30786e-07 -1.46344e-05 -4.40417e-08 -2.22224e-06 2.68924e-06 -1.03145e-06 1.34463e-06 -2.40656e-05 2.48512e-06 3.10765e-05 1.3094e-06 2.21754e-06 1.06202e-06 2.23114e-06 3.29599e-06 2.14366e-06
internal_weight=0 3100 3066 3040 62 2978 59 2919 2899 2879 2857 2837 2802 48 2754 73 2681 1492 1189 1462 1164 50 1114 44 1070 1043 1021 992 968 948
internal_count=3121 3100 3066 3040 62 2978 59 2919 2899 2879 2857 2837 2802 48 2754 73 2681 1492 1189 1462 1164 50 1114 44 1070 1043 1021 992 968 948
is_linear=0
shrinkage=0.1


Tree=4307
num_leaves=31
num_cat=0
split_feature=394 403 448 0 46 1428 473 471 1452 43 51 133 2 42 400 133 0 0 16 43 16 12 43 4 401 1213 1213 401 15 52
split_gain=1.25128e-06 8.44975e-06 1.16349e-06 3.38074e-06 1.38663e-06 2.58747e-06 3.5428e-06 2.5842e-06 1.52178e-06 1.53123e-06 6.69052e-06 1.05869e-05 4.5513e-06 3.43659e-06 4.37453e-06 3.11275e-06 3.02752e-06 3.16282e-06 3.30916e-06 2.95567e-06 8.43342e-06 1.05196e-05 6.45316e-06 5.26217e-06 3.81685e-06 2.45534e-06 3.3407e-06 2.41896e-06 2.30541e-06 5.61128e-06
threshold=0.013605000000000001 -0.074254999999999988 0.068920000000000023 -0.26609999999999995 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.071899999999999978 0.11769000000000002 0.084740000000000024 0.035765000000000012 -0.41317499999999996 0.14445500000000003 -0.074124999999999983 0.10645500000000001 -0.54084999999999994 -0.046359999999999991 -0.09515499999999999 -0.072804999999999981 0.055925000000000009 -0.056919999999999991 0.096210000000000004 0.05259500000000001 -0.078629999999999992 -0.41128499999999996 0.23509000000000002 0.12389500000000002 -0.099524999999999988 0.11461000000000002 0.51358000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -7 -8 9 19 12 -12 13 -11 15 -15 17 -17 -19 22 21 23 24 -21 -9 26 27 -26 -29 -30
right_child=1 -3 -4 4 -6 6 7 8 -10 10 11 -13 -14 14 -16 16 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=3.8931746067563926e-05 5.609632752128635e-05 -1.8360038177758854e-05 -2.4325521753780776e-05 -2.8936265698575882e-05 1.8570054175813168e-05 4.1598263032938126e-05 -2.8895152922814304e-05 3.9765080215185361e-05 2.3763191612803125e-05 3.2378083816344287e-05 4.7838643825213825e-06 -9.6876694587990652e-05 -4.0383251285271003e-05 4.022691377031151e-05 -4.5190338001009965e-05 4.3502268121121977e-06 2.1344968880903043e-05 -5.4377464126446292e-05 -4.3224487464093345e-06 -2.7496123409407489e-06 7.3561334093461659e-05 -5.9870406730624388e-05 -5.695275915059029e-05 6.3994259229123909e-05 -3.4146848113215089e-05 -2.9752173798312597e-05 3.5683236812754055e-05 -9.1928110739695151e-07 3.5632143159955699e-06 5.4968225958873519e-05
leaf_weight=22 27 35 20 32 38 20 32 24 26 34 21 20 27 20 21 71 43 25 28 27 21 20 20 21 21 28 26 2185 141 25
leaf_count=22 27 35 20 32 38 20 32 24 26 34 21 20 27 20 21 71 43 25 28 27 21 20 20 21 21 28 26 2185 141 25
internal_value=0 1.40645e-05 -2.85061e-07 -1.26848e-07 -4.11664e-07 -6.53794e-07 -3.46688e-07 -6.33296e-07 -3.20902e-07 -5.39161e-07 -7.17674e-06 -4.48067e-05 -1.44133e-06 2.90343e-06 -1.91454e-06 2.94531e-06 -1.51955e-06 -9.44838e-06 -2.79333e-05 2.64922e-07 1.81688e-05 1.06223e-06 -3.80196e-07 2.64508e-05 8.16208e-08 -3.10961e-07 3.28065e-08 -3.57965e-07 -5.61507e-08 1.13049e-05
internal_weight=0 62 3059 3039 3017 2979 2947 2927 2895 2869 310 41 269 242 208 187 167 124 53 2559 89 68 2470 48 2450 2426 2398 2372 2351 166
internal_count=3121 62 3059 3039 3017 2979 2947 2927 2895 2869 310 41 269 242 208 187 167 124 53 2559 89 68 2470 48 2450 2426 2398 2372 2351 166
is_linear=0
shrinkage=0.1


Tree=4308
num_leaves=31
num_cat=0
split_feature=44 158 3 403 3 1209 1209 132 399 393 1 13 13 481 1374 43 49 403 1213 52 4 3 1456 402 402 3 1446 1454 49 16
split_gain=1.3233e-06 4.3487e-06 1.48502e-06 6.71508e-06 5.25532e-06 4.81454e-06 9.97466e-06 3.83008e-06 4.75132e-05 3.27028e-05 8.33774e-06 3.98074e-06 2.44325e-05 1.24755e-05 1.07304e-05 7.33173e-06 1.46326e-05 1.22316e-05 1.66742e-05 1.19713e-05 1.15156e-05 8.35605e-06 5.48234e-06 9.31666e-06 8.94778e-06 5.4697e-06 7.31132e-06 7.15874e-06 4.73735e-06 3.93285e-06
threshold=0.099360000000000018 -0.47356499999999996 -0.081734999999999988 -0.52800499999999995 -0.082039999999999988 -0.087199999999999986 -0.076689999999999994 -0.083284999999999984 0.09141500000000001 0.11333500000000001 0.085475000000000009 -0.086134999999999975 -0.085744999999999988 -0.086484999999999992 0.084595000000000017 -0.085739999999999997 0.084075000000000025 0.0033700000000000002 -0.0080599999999999977 -0.016329999999999997 -0.015039999999999998 -0.086554999999999979 0.085790000000000019 0.10708500000000001 0.095010000000000025 -0.082284999999999983 0.086320000000000022 0.078175000000000008 -0.092304999999999984 -0.23935499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 8 10 11 -8 15 -13 -14 22 21 17 18 -17 -20 -21 -9 23 24 25 26 27 28 -15 -30
right_child=-2 2 3 -5 -6 6 7 9 -10 -11 -12 12 13 14 -16 16 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.0169665320448719e-05 -1.9918836413566942e-05 4.5632436679928409e-05 -4.3186182357693239e-05 -1.189672543849341e-06 3.9422802610961548e-05 -6.9649700089939874e-05 4.7509041660305226e-06 6.4247438745844521e-06 0.00015903425491160307 -0.0001269661161404656 -6.7916611624241344e-05 -0.00011043499824154424 6.8257275302972565e-05 -3.8429221842369738e-05 -7.1374668741121979e-05 -6.197310302695769e-05 9.3872693469165824e-05 7.9712998360818074e-05 -2.7168812520165267e-05 0.0001035066179492392 1.4290502239861945e-05 -6.5741060981443819e-05 -4.1039823130025374e-05 5.0847716212094964e-05 -5.9965732301255536e-05 5.1180251813837632e-05 -4.2753263310382994e-05 6.1818627727916464e-05 2.9266121153061528e-05 6.3124609671030829e-07
leaf_weight=27 33 24 39 1603 37 20 75 68 20 20 20 20 27 29 21 32 26 23 33 23 39 21 30 38 24 22 37 20 52 618
leaf_count=27 33 24 39 1603 37 20 75 68 20 20 20 20 27 29 21 32 26 23 33 23 39 21 30 38 24 22 37 20 52 618
internal_value=0 2.12863e-07 -1.39582e-07 -2.18715e-06 2.22977e-06 1.23401e-06 4.49354e-07 1.49717e-06 1.8945e-05 -1.43462e-07 -1.05475e-05 1.96498e-06 -1.09255e-06 1.28964e-06 -7.39684e-07 1.27875e-05 2.46157e-05 1.26111e-05 4.58832e-07 2.14885e-05 4.73868e-05 -1.06031e-05 9.65298e-07 2.46548e-06 1.73056e-07 2.02824e-06 5.97887e-07 2.82875e-06 1.14092e-06 2.85365e-06
internal_weight=0 3088 3061 1642 1419 1382 1358 1338 115 1223 95 1203 938 918 891 265 176 150 127 95 62 89 870 840 802 778 756 719 699 670
internal_count=3121 3088 3061 1642 1419 1382 1358 1338 115 1223 95 1203 938 918 891 265 176 150 127 95 62 89 870 840 802 778 756 719 699 670
is_linear=0
shrinkage=0.1


Tree=4309
num_leaves=31
num_cat=0
split_feature=43 1371 482 15 43 1371 401 457 150 4 4 401 130 4 48 52 43 49 13 2 2 0 52 43 402 16 133 1366 13 44
split_gain=1.4867e-06 9.60375e-06 5.48074e-06 8.56105e-06 5.32155e-06 4.81778e-06 3.84386e-06 3.96345e-06 8.31014e-06 4.28392e-06 1.6557e-05 7.06524e-06 6.77911e-06 4.23529e-06 4.09493e-06 4.7155e-06 5.8364e-06 4.07175e-06 5.27303e-06 6.6172e-06 6.56555e-06 3.61916e-06 4.91014e-06 6.70923e-06 4.00385e-06 4.91596e-06 3.78489e-06 2.46635e-06 3.16926e-06 2.86971e-06
threshold=-0.085594999999999991 0.083235000000000017 0.098465000000000011 -0.46743999999999997 -0.085254999999999984 0.083235000000000017 0.11769000000000002 0.084840000000000013 0.084495000000000015 -0.0096849999999999974 -0.0078799999999999981 0.076195000000000013 0.087100000000000025 -0.00027999999999999998 0.087745000000000004 -0.13993999999999998 -0.11008499999999999 0.11428500000000001 0.0015850000000000003 0.11362000000000001 0.088125000000000023 -0.091069999999999984 0.092965000000000006 -0.11180499999999999 -0.092019999999999977 -0.008904999999999998 0.085895000000000013 -0.078609999999999985 0.11596500000000001 0.099360000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 27 7 9 -9 11 -11 14 -13 -12 15 16 -5 18 19 20 -15 -17 24 -24 -23 26 -26 -6 29 -29
right_child=4 -3 -4 6 5 -7 -8 8 -10 10 13 12 -14 17 -16 21 -18 -19 -20 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=6.8177731809555549e-05 -5.2512954298435949e-05 6.9151372537651866e-05 -4.3941413947322876e-05 1.2245782128392705e-05 3.4723533425449204e-05 -4.27249767114888e-05 4.3707560066000691e-05 -1.1444002397183796e-05 7.2825736788217915e-05 -9.2176890196545485e-05 3.1523673345057842e-05 -7.051226882891649e-05 2.1861804019988935e-06 1.5919539725433899e-05 -1.5319005833246267e-05 4.4647091974544159e-05 7.9700342283341237e-05 2.7243953477211661e-05 -5.0867423222890862e-05 4.5257899546413686e-05 -5.7427571800872104e-05 -1.4577649013657581e-05 -6.8478646539915644e-05 1.3431225647764223e-05 7.6095804384253415e-05 -5.0236129027325656e-07 2.0668852700111986e-05 -5.2629815981238256e-07 3.4877567682997329e-05 -3.2178647572812941e-05
leaf_weight=20 20 22 25 29 20 27 21 25 22 24 29 23 29 23 53 24 23 23 35 20 26 39 20 20 22 45 28 2330 25 29
leaf_count=20 20 22 25 29 20 27 21 25 22 24 29 23 29 23 53 24 23 23 35 20 26 39 20 20 22 45 28 2330 25 29
internal_value=0 4.17446e-06 1.96845e-06 3.81074e-06 -1.14112e-06 -7.18478e-07 1.67585e-06 1.59239e-07 2.80014e-05 -2.28671e-06 -1.48534e-05 4.08515e-06 -2.99689e-05 -2.95751e-06 9.92941e-06 1.52821e-05 4.20815e-05 -1.08312e-05 -1.92516e-05 -3.21463e-06 -2.29993e-05 8.24385e-06 3.22272e-06 -2.75237e-05 1.24008e-05 2.34761e-05 4.50567e-05 -2.46691e-07 -5.40066e-07 -9.15411e-07
internal_weight=0 670 648 623 2451 2431 603 582 47 535 180 355 52 156 303 250 52 127 104 69 49 198 174 40 134 95 50 2404 2384 2359
internal_count=3121 670 648 623 2451 2431 603 582 47 535 180 355 52 156 303 250 52 127 104 69 49 198 174 40 134 95 50 2404 2384 2359
is_linear=0
shrinkage=0.1


Tree=4310
num_leaves=31
num_cat=0
split_feature=132 394 1203 401 2 1212 12 402 131 131 131 131 402 16 12 1 1212 1211 52 1212 1212 1213 160 1 43 131 1 131 4 13
split_gain=1.33778e-06 7.65063e-06 5.52e-06 1.286e-06 5.71874e-06 3.26262e-06 3.95299e-06 2.77217e-06 1.87598e-06 1.59213e-06 3.21052e-06 1.93346e-06 4.77814e-06 3.58214e-06 7.527e-06 7.82164e-06 2.2552e-06 2.09486e-06 4.211e-06 2.29537e-06 1.19101e-05 8.64317e-06 5.46193e-06 3.88569e-06 3.60345e-06 2.4183e-06 7.08007e-06 4.25897e-06 8.19526e-06 3.59129e-06
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.078179999999999986 0.097385000000000013 0.11796000000000001 0.096475000000000019 -0.43418999999999991 0.13602500000000003 0.11863000000000001 0.11657500000000001 0.099565000000000015 0.31278000000000006 0.033715000000000009 0.089005000000000015 0.087135000000000004 0.12799000000000002 0.087635000000000005 0.086635000000000004 0.087615000000000012 0.089125000000000024 -0.082994999999999985 -0.57146499999999989 0.080270000000000022 -0.023869999999999995 0.092410000000000006 0.11751000000000002 0.090385000000000007 -0.025314999999999994 -0.073839999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 -2 -5 9 10 11 12 16 14 15 -13 17 19 -19 22 -21 -22 -9 24 -23 27 29 -24 -29 -27
right_child=1 -3 -4 7 -6 -7 -8 8 -10 -11 -12 13 -14 -15 -16 -17 -18 18 -20 20 21 23 25 -25 -26 26 -28 28 -30 -31
leaf_value=-2.4860337202098007e-06 -1.531701046864644e-05 5.9311656315747485e-05 -5.7637017416709572e-05 -2.951610168224761e-05 5.8994565988541582e-05 -3.4583958386931391e-05 4.4691854227927431e-05 5.005459424864967e-05 2.8527210942348065e-05 -2.3458577342008258e-05 4.001506982149295e-05 -6.6960696087335243e-05 4.901886736888628e-05 -5.1673012694664071e-05 3.869542102889951e-05 9.3660640137888306e-06 -2.9937216495454778e-05 3.8644996838672511e-05 -1.3930148677900433e-05 -8.0188748391017071e-05 4.5863876748626354e-05 -5.0749142766497768e-06 2.8070567688633632e-08 1.7648283173912204e-05 -6.1796728308157383e-05 5.544366271262139e-05 -2.9663551170718468e-05 -7.9108794816420418e-05 2.99639658835311e-06 6.9030787994119306e-06
leaf_weight=196 23 22 20 32 20 21 21 22 23 29 20 25 20 20 27 29 25 39 25 22 30 21 2208 20 24 35 24 20 31 27
leaf_count=196 23 22 20 32 20 21 21 22 23 29 20 25 20 20 27 29 25 39 25 22 30 21 2208 20 24 35 24 20 31 27
internal_value=0 5.64548e-07 -7.59261e-06 1.16253e-07 1.22337e-05 -2.15424e-06 1.33236e-05 -2.51862e-07 8.66975e-08 -1.51776e-07 9.72654e-08 -1.99081e-07 3.29642e-07 -1.37731e-05 -4.41513e-06 -2.59704e-05 -4.88205e-08 2.44433e-07 1.81078e-05 -2.15816e-07 -1.38886e-05 1.46513e-06 4.60025e-07 -1.90266e-05 -3.53265e-05 -5.25445e-09 1.64533e-05 -6.31832e-07 -2.92017e-05 3.4305e-05
internal_weight=0 2905 216 2883 85 65 44 2798 2766 2743 2714 2694 2593 101 81 54 2573 2548 64 2484 117 95 2367 65 45 2345 86 2259 51 62
internal_count=3121 2905 216 2883 85 65 44 2798 2766 2743 2714 2694 2593 101 81 54 2573 2548 64 2484 117 95 2367 65 45 2345 86 2259 51 62
is_linear=0
shrinkage=0.1


Tree=4311
num_leaves=31
num_cat=0
split_feature=1212 1212 1212 1212 1212 128 42 4 4 1212 16 2 1183 160 12 160 43 1371 1375 160 43 160 484 484 43 447 43 42 51 12
split_gain=1.31135e-06 1.55012e-05 8.61696e-06 5.49539e-06 3.58914e-06 3.14802e-06 5.02094e-06 2.52848e-06 8.83295e-06 6.19297e-06 6.29196e-06 7.31075e-06 2.3159e-06 2.14632e-06 6.81949e-06 4.04059e-06 2.24672e-06 1.35347e-05 7.23602e-06 6.55605e-06 1.5027e-05 7.85781e-06 5.69191e-06 1.26696e-05 4.96359e-06 4.89636e-06 4.12881e-06 3.79196e-06 8.20886e-06 7.40177e-06
threshold=0.087505000000000013 0.086920000000000011 0.08815000000000002 0.089995000000000019 0.085235000000000019 0.088865000000000013 -0.088934999999999986 -0.064054999999999987 -0.07533999999999999 0.13592000000000001 -0.069894999999999985 0.084715000000000013 -0.073809999999999973 -0.54913999999999985 0.089625000000000024 -0.53908999999999996 -0.081779999999999978 0.083235000000000017 -0.15308499999999997 -0.089549999999999991 -0.083269999999999997 -0.085834999999999981 0.090535000000000018 0.081425000000000011 -0.081289999999999987 0.10121000000000001 -0.086304999999999979 0.083595000000000017 0.082455000000000014 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 12 6 -5 8 9 10 11 -8 -1 14 -14 -15 17 19 -18 20 22 -21 23 26 -20 -26 -17 28 -23 -29
right_child=2 -3 3 5 -6 -7 7 -9 -10 -11 -12 -13 13 15 -16 16 18 -19 24 21 -22 27 -24 -25 25 -27 -28 29 -30 -31
leaf_value=3.0639408169008679e-05 6.5194248473626033e-05 -7.903130791964941e-05 -4.4264617463340984e-05 -4.1252319867150322e-05 3.6344582837989077e-05 3.7448100296647423e-05 7.6677231244621404e-05 -1.4888693075567388e-05 6.7673717974685145e-05 -3.9777562169210464e-05 -2.9112707726080375e-05 4.8826345133617193e-06 -1.3716015368117952e-05 -4.1766494086914468e-05 6.4626435723766923e-05 2.1697845913227607e-05 -4.6876934576426762e-05 7.4781570723504197e-05 3.464931112560137e-05 -6.2834331337009128e-05 9.917734676578437e-05 1.4851849966668813e-06 -2.4500265057195308e-05 9.1431822565937184e-05 -2.9062475139482857e-06 4.6850514750076406e-05 -3.1511028792010622e-05 -4.0747120695768749e-05 5.4590764057138587e-05 -1.1131292776320689e-06
leaf_weight=24 23 25 24 24 27 28 23 39 25 27 23 37 25 24 20 35 36 26 37 21 21 322 38 20 1777 20 25 59 32 234
leaf_count=24 23 25 24 24 27 28 23 39 25 27 23 37 25 24 20 35 36 26 37 21 21 322 38 20 1777 20 25 59 32 234
internal_value=0 -6.34641e-07 6.62066e-06 1.23189e-06 5.96268e-08 6.06337e-06 1.62513e-06 7.53926e-06 1.40184e-05 1.82407e-06 1.53571e-05 3.24039e-05 -2.90764e-07 -5.58558e-07 2.11029e-05 -9.16007e-07 -5.53295e-07 3.76636e-06 -2.47751e-06 1.47839e-06 2.12374e-05 -2.63314e-06 7.36674e-06 2.25036e-05 -1.60598e-06 -2.35247e-06 -4.72519e-07 -6.79163e-07 6.28569e-06 -9.09404e-06
internal_weight=0 2848 273 250 2823 226 198 174 135 110 83 60 2796 2772 45 2727 2703 833 1870 807 139 668 118 80 1834 1797 60 647 354 293
internal_count=3121 2848 273 250 2823 226 198 174 135 110 83 60 2796 2772 45 2727 2703 833 1870 807 139 668 118 80 1834 1797 60 647 354 293
is_linear=0
shrinkage=0.1


Tree=4312
num_leaves=31
num_cat=0
split_feature=132 1203 132 50 131 400 16 52 399 3 1375 1429 3 157 474 403 1209 1455 1455 133 2 133 42 4 1428 157 150 484 3 3
split_gain=1.20731e-06 3.72817e-05 1.75109e-05 6.958e-06 1.41747e-06 2.55007e-06 2.51614e-06 1.37728e-06 2.85529e-06 1.2327e-06 4.84187e-06 4.81533e-06 1.08354e-05 8.11885e-06 9.18036e-06 4.93611e-06 4.66315e-06 4.26575e-06 7.50882e-06 4.16422e-06 1.38404e-05 1.35397e-05 4.19415e-06 6.85595e-06 3.83184e-06 7.24985e-06 3.62216e-06 5.04183e-06 1.56298e-05 1.56633e-05
threshold=-0.083284999999999984 0.089480000000000018 -0.076764999999999986 0.10022000000000002 -0.076979999999999979 0.10782000000000001 -0.090764999999999985 0.086040000000000019 0.087170000000000011 -0.082594999999999988 0.086520000000000014 0.052280000000000007 -0.081459999999999991 -0.06482499999999998 0.090215000000000004 -0.5341999999999999 -0.083969999999999989 -0.088874999999999982 -0.0084449999999999994 -0.14717499999999997 0.084055000000000005 -0.10298999999999998 0.10077000000000001 -0.082594999999999988 -0.071779999999999997 0.23903500000000003 -0.084634999999999988 0.091180000000000011 -0.086424999999999988 -0.094874999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 -6 8 -8 10 19 15 -13 14 -14 -11 -17 -18 -19 20 -4 -21 26 -24 -20 -26 -23 -28 29 -29
right_child=2 -3 9 -5 5 -7 7 -9 -10 11 -12 12 13 -15 -16 16 17 18 24 21 -22 22 23 -25 25 -27 27 28 -30 -31
leaf_value=1.9067381708737232e-05 -9.1524703505759452e-05 0.00013385138276394824 -9.2257807009445971e-05 -6.2202234548749412e-05 2.7953842919518576e-05 -3.0717166367233816e-05 1.2204722547308352e-05 1.0140516061448691e-05 -3.4304364431370757e-05 -3.6751050098852531e-05 5.1417953472991945e-05 -8.8150133160525007e-05 -1.7559471619057524e-05 -4.7778498209840057e-05 5.9153274745627786e-05 3.6275549635118093e-05 -3.3677347414595718e-05 5.3965466955000575e-05 -3.7572849531123351e-05 8.2941956844435828e-05 3.7991187654521733e-06 -4.187907581808759e-05 6.7515878763515507e-05 -2.7305524437562437e-07 -6.0149531513590107e-07 4.8287306332983259e-05 -9.328587599739295e-07 4.2053633975835207e-05 9.9158565466322707e-05 -7.2194889216916646e-05
leaf_weight=32 21 21 20 20 29 29 22 33 33 36 20 20 39 33 26 36 37 26 27 21 60 20 25 37 1409 31 887 30 21 20
leaf_count=32 21 21 20 20 29 29 22 33 33 36 20 20 39 33 26 36 37 26 27 21 60 20 25 37 1409 31 887 30 21 20
internal_value=0 7.15959e-06 -5.40301e-07 -6.27741e-06 6.27379e-09 -4.1715e-06 2.40819e-06 -6.01026e-06 -1.57007e-05 1.22897e-07 2.6406e-06 -1.57655e-06 -2.10723e-05 -7.38291e-06 1.31256e-05 -1.4054e-07 7.01081e-07 -1.35965e-07 6.95268e-07 1.78561e-06 -2.02151e-05 3.44448e-06 1.83924e-06 2.70612e-05 -2.48853e-07 4.50972e-07 2.403e-07 1.11962e-06 2.67611e-05 -3.64578e-06
internal_weight=0 219 2902 198 178 146 117 88 55 2881 1161 1720 118 98 65 1602 1566 1530 1493 1141 80 1061 1040 62 1467 1440 978 958 71 50
internal_count=3121 219 2902 198 178 146 117 88 55 2881 1161 1720 118 98 65 1602 1566 1530 1493 1141 80 1061 1040 62 1467 1440 978 958 71 50
is_linear=0
shrinkage=0.1


Tree=4313
num_leaves=31
num_cat=0
split_feature=393 132 403 1176 403 401 401 1212 12 12 2 1212 1213 0 0 1212 42 1213 1209 1209 1183 401 52 133 1447 1456 159 2 402 160
split_gain=1.28934e-06 2.40174e-05 2.92433e-05 1.26035e-06 1.5461e-06 2.89171e-06 2.91588e-06 1.91182e-06 1.1222e-05 2.61095e-05 9.9565e-06 5.53188e-06 2.67237e-06 6.40639e-06 9.13375e-06 6.89389e-06 4.29976e-06 4.12191e-06 2.53602e-06 5.98031e-06 2.40235e-06 2.11304e-06 1.21886e-05 3.60379e-06 1.93208e-06 9.5777e-06 1.03766e-05 8.99377e-06 8.14442e-06 1.83027e-06
threshold=0.10585500000000002 -0.083284999999999984 -0.078754999999999978 0.086510000000000017 0.62200000000000011 0.13607500000000003 0.12006000000000001 -0.087464999999999987 0.085635000000000003 0.088245000000000004 0.087545000000000026 -0.069964999999999986 -0.086179999999999993 -0.085754999999999984 -0.083554999999999977 0.086920000000000011 -0.082179999999999989 -0.083944999999999978 -0.084519999999999984 -0.067109999999999989 -0.073809999999999973 -1.0000000180025095e-35 0.10263500000000002 0.50628500000000021 -0.085709999999999995 0.086355000000000015 -0.08569499999999998 0.087470000000000006 0.10645 -0.54913999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 8 -1 -10 -11 -9 13 15 -15 -13 -16 -14 -19 -20 -21 22 -22 24 25 26 27 -23 29 -26
right_child=1 2 -4 -5 -6 -7 -8 11 9 10 -12 12 17 14 16 -17 -18 18 19 20 21 23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=3.0010693121261685e-05 9.1080899932421757e-05 4.9141995571387404e-05 -0.0001198166299946024 2.2527113954614228e-05 -2.3458568805302817e-05 3.2947371997019778e-05 -3.3260846208173062e-05 5.2626507895183756e-05 -0.00013390281379543011 -4.3857677419509854e-05 5.5924583357409574e-05 2.1576657848156715e-05 -4.1243973886594176e-05 8.6470623765225443e-05 3.6670592644441063e-05 -5.129889110685326e-05 -1.8336262211151834e-05 -2.9861003462554375e-05 5.3024734301115612e-05 2.7120576264531984e-05 1.9118837675099108e-05 6.5439144969786861e-05 -6.9763342448654682e-05 2.9730110943021901e-05 2.0971231003242888e-05 5.8271327952752477e-05 -4.8706669448459738e-05 -1.856472987093674e-05 -4.8724821054848794e-05 -1.1556150898837345e-06
leaf_weight=36 25 21 20 24 29 26 27 20 20 20 20 27 25 22 30 25 27 29 21 31 36 25 27 39 38 32 34 26 36 2303
leaf_count=36 25 21 20 24 29 26 27 20 20 20 20 27 25 22 30 25 27 29 21 31 36 25 27 39 38 32 34 26 36 2303
internal_value=0 1.38284e-05 -3.32768e-05 -2.98742e-07 -4.79482e-07 -2.57498e-07 -5.47595e-07 -2.48084e-07 -1.41285e-05 -4.0612e-05 6.03345e-06 2.18974e-07 -1.51005e-07 1.37976e-05 3.17391e-05 -1.34597e-05 1.06147e-05 -8.27271e-07 -4.49827e-07 -1.27726e-07 -5.52622e-07 -8.8308e-07 -1.89735e-05 -4.3314e-07 -9.04818e-07 1.16406e-05 -5.91448e-06 2.26136e-05 -1.52233e-06 -7.96444e-07
internal_weight=0 66 41 3055 3031 3002 2976 2949 96 60 40 2853 2833 131 79 52 57 2702 2677 2648 2627 2596 63 2533 2494 117 85 51 2377 2341
internal_count=3121 66 41 3055 3031 3002 2976 2949 96 60 40 2853 2833 131 79 52 57 2702 2677 2648 2627 2596 63 2533 2494 117 85 51 2377 2341
is_linear=0
shrinkage=0.1


Tree=4314
num_leaves=31
num_cat=0
split_feature=132 393 1203 1420 1 1455 484 16 1455 131 13 4 1455 1446 1 483 42 2 1446 1453 3 51 157 1456 1456 481 2 1456 1456 13
split_gain=1.42025e-06 8.94168e-06 5.18484e-06 1.31551e-06 4.36691e-06 1.77837e-06 4.01783e-06 3.4074e-06 3.24173e-06 2.9207e-06 5.84729e-06 6.28727e-06 2.02787e-06 2.25897e-06 7.21523e-06 2.68427e-06 8.16436e-06 6.41703e-06 2.71684e-06 3.86781e-06 1.09836e-05 3.60618e-06 4.29566e-06 3.40392e-06 5.06125e-06 4.46293e-06 1.91866e-05 6.36218e-06 2.79579e-06 2.5684e-06
threshold=-0.083174999999999985 0.12069000000000002 0.088820000000000024 -0.083279999999999979 0.088135000000000005 -0.092919999999999989 0.065750000000000017 -0.013024999999999998 -0.088559999999999986 0.11767000000000001 -0.0097949999999999982 -0.064054999999999987 -0.065979999999999983 0.10573500000000001 0.083135000000000014 0.10143000000000001 0.22070000000000004 0.11510000000000002 0.091180000000000011 -0.079499999999999987 -0.087429999999999994 -0.44986999999999994 0.63334000000000013 0.10959500000000001 0.091180000000000011 -0.086219999999999977 0.085485000000000019 0.085550000000000015 0.084020000000000011 -0.077799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 -5 -8 -7 12 11 -11 -10 15 -15 16 18 29 19 20 -14 -21 23 24 25 26 -23 28 -27 -17
right_child=1 -3 -4 5 -6 8 7 -9 9 10 -12 -13 13 14 -16 17 -18 -19 -20 21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-1.9028388918478723e-06 -3.7155584058221877e-05 6.5606473297174532e-05 -4.7935307985166485e-05 5.1510375041371765e-05 2.1732802997576074e-05 -3.9110526917543862e-05 2.5914609905571112e-05 -3.1116277132241524e-05 -2.7524140808020967e-05 8.5910885572957341e-05 -6.4227993445658484e-06 7.5682185914567015e-06 -3.2198316399617836e-05 -1.010551803899164e-05 6.023357385129203e-05 -1.8932423910499843e-05 6.2270295616361263e-05 -6.4361644457345727e-05 -2.8009672761462366e-05 -3.6910820632261611e-05 5.8348989323103276e-05 -8.2111114602412277e-05 4.3825327719043182e-05 -3.7271725042955954e-05 3.9960358351949721e-05 -2.2156048166318098e-07 2.5022837417054691e-05 4.6582681258361595e-05 -3.7784041967370289e-05 2.0982237736331757e-05
leaf_weight=194 34 21 28 22 20 21 22 20 27 20 45 21 21 35 25 38 21 22 35 27 37 32 22 25 31 2143 35 29 20 28
leaf_count=194 34 21 28 22 20 21 22 20 27 20 45 21 21 35 25 38 21 22 35 27 37 32 22 25 31 2143 35 29 20 28
internal_value=0 5.90315e-07 -7.70874e-06 1.15909e-07 -1.53451e-05 4.11551e-07 1.6891e-05 -1.24296e-06 2.94193e-08 3.29506e-07 1.84666e-05 4.57842e-05 -2.58427e-07 2.19138e-08 1.92024e-05 -4.26579e-07 1.82924e-07 -1.75896e-05 -3.47738e-07 5.20014e-08 2.55646e-05 -5.73943e-07 -1.54133e-07 -5.7208e-07 -1.71429e-07 -7.22153e-07 -2.61456e-05 5.49328e-08 -5.68879e-07 -1.99893e-06
internal_weight=0 2899 222 2878 54 2824 64 42 2760 2739 86 41 2653 2626 60 2566 2478 88 2457 2422 58 2364 2337 2315 2290 2259 67 2192 2163 66
internal_count=3121 2899 222 2878 54 2824 64 42 2760 2739 86 41 2653 2626 60 2566 2478 88 2457 2422 58 2364 2337 2315 2290 2259 67 2192 2163 66
is_linear=0
shrinkage=0.1


Tree=4315
num_leaves=31
num_cat=0
split_feature=130 40 1211 50 1 3 3 1186 393 3 130 130 130 13 133 403 1186 394 403 1212 1212 1212 2 402 402 1209 1213 13 1213 1213
split_gain=1.36713e-06 3.268e-06 1.27289e-06 5.95801e-06 5.89568e-06 3.0515e-06 7.31799e-06 2.04692e-06 2.37927e-06 1.80443e-06 1.29372e-06 1.27291e-06 1.90619e-06 9.27208e-06 1.66827e-05 7.90187e-06 4.00806e-06 3.79845e-06 2.5834e-06 2.58671e-06 1.6787e-06 2.18856e-06 2.59915e-05 8.78307e-06 3.43913e-06 2.24983e-06 2.14401e-06 1.11019e-05 8.40906e-06 3.32402e-06
threshold=-0.23647499999999996 -0.23755499999999996 0.087635000000000005 0.096900000000000014 0.088135000000000005 -0.082974999999999979 -0.080484999999999987 -0.095479999999999982 0.11213000000000002 -0.076669999999999988 -0.14628999999999995 -0.079354999999999981 -0.004729999999999999 -0.010094999999999998 -0.085499999999999979 -0.082599999999999993 1.0000000180025095e-35 -0.096774999999999986 0.62200000000000011 -0.46553999999999995 -0.26450499999999993 -0.089544999999999986 0.084715000000000013 0.23460000000000003 0.11522000000000002 -0.087714999999999987 -0.087969999999999979 -0.088319999999999996 -0.086179999999999993 -0.082414999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 5 -4 -7 -3 10 -8 -9 -12 13 15 -15 -13 -16 -14 19 -19 -21 22 -22 24 25 -23 27 -27 -28 -30
right_child=1 2 3 -5 -6 6 9 8 -10 -11 11 12 17 14 16 -17 -18 18 -20 20 21 23 -24 -25 -26 26 28 -29 29 -31
leaf_value=-2.6061146272695626e-05 3.4806659614669456e-05 -2.6585307423374616e-05 -1.3394866629203142e-05 4.8709618567954749e-05 -4.7899219229789612e-05 7.0898881815429336e-05 -2.2166416307473335e-05 -2.5924947694875298e-05 3.2431522760651372e-05 1.9803374925686512e-05 1.5099989862112405e-05 -1.8551461639267824e-05 3.5868291386828663e-05 -0.00011338925149175339 -3.1770136812501102e-05 6.0188141360413284e-05 2.2867893654620275e-05 3.5622138475446264e-05 -3.1295013926595585e-05 -2.7375486554418508e-05 -5.4986002927845146e-05 2.9370822594501082e-05 9.8730160640446798e-05 -5.9602434499538504e-05 3.1091865792924575e-05 -6.6657617652607671e-05 5.7372781768208375e-05 2.1052360335165908e-05 -3.7956179221509961e-05 -5.5003748566593471e-07
leaf_weight=20 27 30 37 30 22 21 21 20 22 20 52 26 29 20 29 25 25 20 27 23 22 25 22 25 35 27 25 31 24 2339
leaf_count=20 27 30 37 30 22 21 21 20 22 20 52 26 29 20 29 25 25 20 27 23 22 25 22 25 35 27 25 31 24 2339
internal_value=0 1.68082e-07 -1.3616e-07 8.81685e-06 -1.07391e-06 9.33171e-06 2.28943e-05 -5.98666e-07 -3.29189e-07 -1.69335e-06 -5.80229e-07 -4.02433e-07 -6.90438e-07 -1.27604e-05 -3.53706e-05 2.00464e-05 -6.47475e-06 -1.26208e-07 -5.20855e-07 -2.03474e-07 -4.79268e-07 -2.3903e-07 2.18721e-05 -6.23419e-07 -3.50411e-08 -4.75932e-07 -7.80989e-07 -1.97781e-05 -3.19584e-07 -9.29956e-07
internal_weight=0 3101 3074 151 121 99 62 2923 2893 41 2871 2851 2799 125 74 51 54 2674 2645 2618 2598 2575 44 2531 2506 2471 2446 58 2388 2363
internal_count=3121 3101 3074 151 121 99 62 2923 2893 41 2871 2851 2799 125 74 51 54 2674 2645 2618 2598 2575 44 2531 2506 2471 2446 58 2388 2363
is_linear=0
shrinkage=0.1


Tree=4316
num_leaves=31
num_cat=0
split_feature=12 130 1204 1185 394 130 1176 390 156 472 471 471 46 46 47 47 47 47 131 43 12 484 160 34 34 0 11 2 2 2
split_gain=1.2727e-06 2.4316e-06 1.23753e-06 1.73713e-06 1.74358e-06 4.62425e-06 1.3977e-06 4.00388e-06 1.21015e-06 2.13966e-06 1.52109e-06 1.70734e-06 1.4024e-06 2.59043e-06 1.69088e-06 1.20951e-05 6.17652e-06 2.06315e-06 2.00096e-06 2.3626e-06 2.37085e-06 2.82282e-06 3.14072e-06 1.97553e-06 3.47649e-06 1.01895e-05 3.0831e-06 2.08315e-06 5.71343e-06 4.8723e-06
threshold=0.23631000000000002 -0.22461999999999996 0.020355000000000002 -0.10973499999999999 0.0041850000000000004 -0.095314999999999983 0.086510000000000017 0.087070000000000022 0.3248100000000001 -0.097514999999999977 0.10338500000000002 0.093375000000000014 0.10123000000000001 1.0000000180025095e-35 0.092165000000000011 0.09550500000000002 0.088915000000000008 0.098995000000000014 0.096490000000000006 -0.11180499999999999 0.08401500000000002 -0.069939999999999988 -0.046074999999999991 -0.112215 -0.057544999999999992 -0.069444999999999993 -1.0000000180025095e-35 0.113445 0.11510000000000002 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 8 9 -5 11 12 13 14 16 -16 23 -17 19 -19 -21 -22 -23 -11 25 -25 -26 29 -29 -28
right_child=-2 2 -4 4 5 -7 -8 -9 -10 10 -12 -13 -14 -15 15 17 -18 18 -20 20 21 22 -24 24 26 -27 27 28 -30 -31
leaf_value=3.00527965548638e-05 -2.3436471497995588e-05 -2.9672212767763999e-05 1.9172135591471684e-05 3.2482971655554137e-05 -1.2489276085271622e-05 5.0922779432173979e-05 2.3632559577890789e-05 -4.5188980820967124e-05 -2.314110676272084e-05 -2.857801728926764e-05 -2.5408659287980601e-05 2.8987165414946506e-05 2.1544982192953569e-05 -3.5549111596213025e-05 -8.0628419354546911e-05 -2.5199277754864217e-05 4.4189837433350482e-05 -2.0573149830001529e-05 -2.4080478774353482e-05 -2.8752178121680757e-06 4.9110354152617222e-05 -2.1230431899642679e-05 2.4873136845510798e-05 6.8665754146682705e-05 -3.9472007167660194e-05 -1.0835975525113005e-05 5.0884214826645709e-07 -4.3141280384909415e-05 -2.6676234121182601e-06 3.4933323210376939e-05
leaf_weight=27 23 20 33 20 23 23 24 20 23 24 24 20 29 21 21 33 32 31 27 83 25 22 45 28 20 38 1951 39 330 42
leaf_count=27 23 20 33 20 23 23 24 20 23 24 24 20 29 21 21 33 32 31 27 83 25 22 45 28 20 38 1951 39 330 42
internal_value=0 1.73997e-07 -8.86954e-08 -2.97914e-07 -1.03254e-07 1.92168e-05 -4.02285e-07 -5.97955e-07 -2.93372e-07 -1.12477e-07 -3.38442e-07 -1.28136e-07 -3.33102e-07 -5.58729e-07 -2.95455e-07 -7.56577e-06 5.37844e-07 -1.79767e-06 1.51672e-06 4.8717e-06 9.37907e-06 2.04346e-05 9.73465e-06 -2.72304e-08 2.52679e-07 2.2892e-05 -3.74608e-07 -4.35542e-08 -6.94533e-06 1.2343e-06
internal_weight=0 3098 3071 3038 3018 46 2972 2948 2928 2905 2885 2861 2841 2812 2791 287 2504 266 233 206 175 92 67 2472 2448 66 2382 2362 369 1993
internal_count=3121 3098 3071 3038 3018 46 2972 2948 2928 2905 2885 2861 2841 2812 2791 287 2504 266 233 206 175 92 67 2472 2448 66 2382 2362 369 1993
is_linear=0
shrinkage=0.1


Tree=4317
num_leaves=31
num_cat=0
split_feature=130 12 132 394 1203 33 34 9 47 47 9 39 47 43 124 44 483 47 12 391 129 3 3 124 3 0 2 4 2 2
split_gain=1.38098e-06 3.06614e-06 1.22701e-06 7.75655e-06 4.28112e-06 1.17928e-06 1.3006e-06 2.39929e-06 1.49338e-06 9.65663e-06 8.26578e-06 1.35897e-05 5.34657e-06 3.24053e-06 2.39835e-06 2.09074e-06 5.58411e-06 1.8879e-06 5.05953e-06 2.00272e-06 2.61483e-06 1.79093e-06 5.37133e-06 1.50562e-05 7.00141e-06 5.26064e-06 4.46956e-06 7.52013e-06 7.39709e-06 4.79213e-06
threshold=-0.23647499999999996 0.23631000000000002 -0.083174999999999985 0.10969000000000002 0.088820000000000024 -0.044254999999999996 -0.097449999999999981 -0.090799999999999978 0.092165000000000011 0.096770000000000009 -0.013509999999999999 0.089200000000000015 0.087885000000000019 -0.079109999999999986 -0.063929999999999987 0.099360000000000018 -1.0000000180025095e-35 0.079365000000000005 0.086565000000000017 -0.086514999999999981 -0.080669999999999978 0.0051600000000000005 -0.0096849999999999974 -0.0066649999999999991 -0.013929999999999998 0.056435000000000006 0.092480000000000021 0.024790000000000003 0.08919500000000001 0.10644500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 -7 -8 10 -10 11 -9 17 -14 -11 16 -16 19 -19 -12 -21 22 24 -24 -22 26 27 28 -23 -28
right_child=1 -3 3 -5 -6 6 7 8 9 14 12 -13 13 -15 15 -17 -18 18 -20 20 21 25 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-2.6192863297183071e-05 -1.98255650912312e-06 3.7368561563963257e-05 2.3084625453603539e-05 6.2517040869352063e-05 -4.3811325706753578e-05 2.2104185511405097e-05 -2.8979266782918221e-05 0.00010439410278536345 -5.6901466257386347e-05 3.2969883727673731e-05 -2.9821691912895239e-05 -9.5004371608162973e-06 -7.8049744388408729e-06 -6.4730592748674104e-05 4.9016491088661415e-05 -3.1747369528444403e-05 -5.1145655995741024e-06 -1.3398266781388719e-05 5.3680652818793138e-05 3.6494518717518076e-05 -6.7380328280648575e-07 -9.5847160205194684e-06 5.6801606271099972e-06 -8.1184345148240921e-05 4.5800913327790725e-05 5.5376142180258675e-05 -3.004247961474572e-05 7.5778045393235522e-05 5.8946773129892315e-05 4.2580692528772608e-06
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leaf_count=20 194 22 22 20 28 26 29 20 34 20 22 22 20 20 21 23 206 22 23 20 1830 63 56 31 33 21 55 20 21 157
internal_value=0 1.68942e-07 -9.68558e-08 4.59613e-07 -7.25826e-06 2.21266e-08 -1.58113e-07 -3.6565e-07 -6.49995e-08 -6.67663e-06 7.53378e-07 4.47351e-05 -1.18372e-08 -3.62678e-05 -3.52022e-07 -3.01777e-06 -1.06847e-07 5.99046e-07 2.08865e-05 2.0706e-07 4.9342e-07 1.78588e-07 -9.84746e-07 -2.52716e-05 1.4942e-07 6.91005e-06 3.6892e-06 2.06693e-05 7.54816e-06 -4.64066e-06
internal_weight=0 3101 3079 2857 222 2837 2815 2789 2760 304 2456 42 2414 40 270 250 227 2374 45 2329 2307 2287 1950 87 1863 337 316 104 84 212
internal_count=3121 3101 3079 2857 222 2837 2815 2789 2760 304 2456 42 2414 40 270 250 227 2374 45 2329 2307 2287 1950 87 1863 337 316 104 84 212
is_linear=0
shrinkage=0.1


Tree=4318
num_leaves=31
num_cat=0
split_feature=31 124 34 9 3 2 16 39 1204 44 1429 156 1429 1185 403 3 403 403 402 1210 402 1212 43 3 402 401 402 133 133 133
split_gain=1.402e-06 4.21759e-06 3.94805e-06 4.63446e-06 1.06031e-05 3.7525e-06 9.13006e-06 2.50706e-06 1.37075e-06 1.40242e-06 1.98541e-06 2.87954e-06 1.75433e-06 1.3313e-06 1.57778e-06 1.51298e-05 4.38409e-06 3.93146e-06 2.51619e-06 2.03187e-06 1.50469e-06 2.07351e-06 3.60408e-06 6.73e-06 2.07193e-06 1.02246e-05 3.29883e-06 2.14267e-06 4.94245e-06 4.3109e-06
threshold=-1.0000000180025095e-35 -0.086844999999999992 -0.057544999999999992 0.091600000000000015 -0.13309499999999996 -1.0000000180025095e-35 -0.014034999999999997 0.091400000000000009 0.020355000000000002 0.084760000000000016 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 -0.10973499999999999 -0.55049499999999985 -0.085784999999999986 -0.54448499999999989 -0.5335399999999999 0.31115000000000004 -0.094799999999999982 0.13775000000000001 0.10321500000000002 0.062770000000000006 -0.077354999999999993 -0.45015499999999992 -1.0000000180025095e-35 -0.41596499999999997 0.41553500000000004 0.31382500000000008 0.26753000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 6 -4 -3 9 10 -7 12 -12 -14 15 -15 -16 -18 19 -19 21 24 23 -23 25 -21 -26 28 29 -28
right_child=2 7 3 4 -6 8 -8 -9 -10 -11 11 -13 13 14 16 -17 17 18 -20 20 -22 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=2.1050294470534518e-05 3.4756911602953826e-05 -4.3285264537435316e-05 7.8681105842406401e-05 2.5491504502497267e-05 -6.9154280158570681e-05 -3.1822745077079164e-05 -1.6870219187694602e-05 -1.2422922578559299e-06 2.0649879957090889e-05 1.820103381937881e-05 -2.5841137176030316e-05 3.7605502002406864e-05 -2.5934083532774823e-05 8.4933118055232631e-05 -4.7011686684754754e-05 -2.7352935764308009e-05 3.945242217014311e-05 2.4930135319323201e-05 -3.4867248836062138e-05 -6.533871643478051e-05 -2.7082326068055063e-05 7.1403545579466013e-06 -1.3807717685708531e-05 7.5398908084025617e-05 3.9075733955195619e-05 2.8135123114287293e-05 -4.050184887000077e-07 -2.6851497878969017e-05 4.9111606276710521e-05 -4.5915921873529442e-05
leaf_weight=26 33 37 20 20 29 20 20 23 32 41 27 20 20 20 20 30 25 32 21 25 21 52 33 20 21 22 2339 31 20 21
leaf_count=26 33 37 20 20 29 20 20 23 32 41 27 20 20 20 20 30 25 32 21 25 21 52 33 20 21 22 2339 31 20 21
internal_value=0 -1.25909e-05 3.56774e-07 -2.13759e-08 -3.05233e-05 4.84752e-07 3.09054e-05 -2.71688e-05 6.70291e-08 -1.6159e-07 -4.26684e-07 -2.04017e-07 -4.74085e-07 -2.27092e-07 -4.03362e-08 1.75615e-05 -3.65934e-07 -1.82206e-08 -3.89464e-07 -1.14897e-07 -4.22552e-07 -2.0589e-07 1.35583e-05 2.61011e-05 -7.88883e-07 -2.1585e-05 -3.86985e-07 -7.30708e-07 -3.90479e-07 -8.09988e-07
internal_weight=0 86 3035 3002 49 2953 40 60 2913 2881 2840 2820 2800 2773 2753 50 2703 2683 2658 2637 2605 2584 105 72 2479 47 2432 2411 2380 2360
internal_count=3121 86 3035 3002 49 2953 40 60 2913 2881 2840 2820 2800 2773 2753 50 2703 2683 2658 2637 2605 2584 105 72 2479 47 2432 2411 2380 2360
is_linear=0
shrinkage=0.1


Tree=4319
num_leaves=31
num_cat=0
split_feature=401 401 1211 2 1203 1204 133 1203 402 1210 1209 42 1209 401 130 12 13 2 13 0 0 133 42 12 1210 1209 3 128 12 4
split_gain=1.40923e-06 1.77818e-06 2.44184e-06 1.1015e-05 1.98427e-06 9.56087e-06 3.54827e-06 1.97255e-06 1.78434e-06 4.05514e-06 1.59794e-06 7.82906e-06 2.89886e-06 3.5199e-06 1.46242e-06 2.30969e-06 5.5469e-06 7.58975e-06 4.57341e-06 3.07941e-06 8.32659e-06 2.95032e-06 4.50418e-06 2.51469e-06 2.08704e-06 3.78609e-06 2.23352e-06 8.41472e-06 7.18888e-06 1.27419e-05
threshold=-0.47313999999999995 -0.46360499999999999 0.11048500000000001 0.084145000000000011 0.088820000000000024 -0.080654999999999991 -0.0084449999999999994 0.087075000000000014 -0.45015499999999992 0.24726500000000004 -0.085894999999999985 0.087505000000000013 -0.067109999999999989 -0.099524999999999988 -0.22699999999999995 0.10866500000000003 -0.051094999999999995 0.10327000000000001 -0.039649999999999998 -0.072894999999999988 -0.046359999999999991 0.41553500000000004 0.120215 0.11527000000000001 -0.13847499999999999 0.10032500000000001 -0.094874999999999987 0.085955000000000018 0.098150000000000015 -0.062539999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 7 -6 -7 8 -3 10 11 -10 -12 -14 -15 21 17 -17 -18 23 -21 22 24 -20 -16 26 27 -26 -28 -30
right_child=1 2 3 -5 5 6 -8 -9 9 -11 12 -13 13 14 15 16 18 -19 19 20 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=2.6459435121068966e-05 -2.787236539323045e-05 -2.577870149656923e-05 7.7983463268624514e-05 -1.362662937026471e-05 -7.3273359573379699e-05 3.5932493605998944e-05 -1.9614329342047038e-05 2.9209902024139529e-05 2.8126777661699719e-05 4.0982893430433864e-05 2.8629777828297976e-05 -4.9874298002255417e-05 -3.6951679241890536e-05 -2.406167407752946e-05 2.1711408647583663e-05 -3.7921615776749143e-06 -4.3436367641334072e-05 7.5333741118878688e-05 -3.1352674816914188e-05 7.1810511777268559e-05 -3.3635115314831549e-06 -3.346407843815137e-05 4.1175173436595988e-05 8.0427806350662444e-06 1.7030842111013596e-06 -4.2336042578095993e-05 -7.5255731832226318e-07 5.289413572297365e-05 -8.8686572476385318e-05 -5.8552850868391733e-06
leaf_weight=20 23 27 21 35 21 23 23 23 22 24 35 31 26 25 41 22 20 27 26 23 41 27 26 43 389 22 1909 35 26 65
leaf_count=20 23 27 21 35 21 23 23 23 22 24 35 31 26 25 41 22 20 27 26 23 41 27 26 43 389 22 1909 35 26 65
internal_value=0 -1.70639e-07 3.63593e-08 2.07272e-05 -3.47057e-07 -1.73645e-05 8.15908e-06 3.87872e-08 -1.90045e-07 4.77843e-08 -2.93223e-07 -1.74965e-05 2.9186e-08 -3.29217e-07 1.4904e-08 2.34421e-07 1.05261e-05 3.98078e-05 1.14824e-06 7.85269e-06 2.36522e-05 -5.84048e-07 -2.30781e-07 -6.80188e-06 -6.63654e-07 -1.03871e-06 -6.63895e-07 5.92876e-06 -2.06154e-06 -2.95214e-05
internal_weight=0 3101 3078 56 3022 67 46 2955 2932 2905 2881 53 2828 2793 2767 2742 202 49 153 133 64 2540 2513 69 2487 2446 2424 424 2000 91
internal_count=3121 3101 3078 56 3022 67 46 2955 2932 2905 2881 53 2828 2793 2767 2742 202 49 153 133 64 2540 2513 69 2487 2446 2424 424 2000 91
is_linear=0
shrinkage=0.1


Tree=4320
num_leaves=31
num_cat=0
split_feature=12 130 156 475 132 1211 393 15 401 2 133 1212 12 1210 12 142 4 11 1209 3 1209 45 474 12 1456 153 97 9 34 34
split_gain=1.52618e-06 2.4214e-06 1.35706e-06 2.05459e-06 1.31239e-06 3.49874e-05 2.0057e-05 3.99941e-06 1.38004e-06 5.40212e-06 3.86184e-06 3.6048e-06 3.39384e-06 2.87333e-06 1.85086e-06 4.33266e-06 3.57518e-06 3.0446e-06 2.13599e-06 8.56976e-06 1.84604e-06 1.74736e-06 1.93321e-06 4.72194e-06 1.87228e-06 2.86826e-06 1.9885e-06 2.79263e-06 3.01143e-06 6.21813e-06
threshold=0.23631000000000002 -0.22461999999999996 0.3248100000000001 0.13528000000000004 -0.083284999999999984 0.085535000000000014 0.12679500000000002 0.092400000000000024 -0.06959499999999999 0.097385000000000013 0.51114000000000004 0.11796000000000001 0.096475000000000019 0.24726500000000004 0.12757000000000002 -0.057499999999999989 -0.011884999999999998 -0.014494999999999999 -0.085894999999999985 -0.081644999999999981 -0.077594999999999983 0.084355000000000013 0.10970500000000001 0.091930000000000012 0.11510000000000002 0.082840000000000011 -0.086464999999999986 -0.090659999999999977 -0.085739999999999983 -0.057544999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 8 -3 9 11 13 12 -6 14 15 -10 -16 -17 19 -19 -20 22 24 -24 25 26 -22 -28 -29 -30
right_child=-2 2 -4 -5 6 -7 -8 -9 10 -11 -12 -13 -14 -15 16 17 -18 18 20 -21 21 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=3.0006584495788924e-05 -2.5664473476986724e-05 3.9413156354768918e-08 -2.4270909584036261e-05 3.128203333333312e-05 -1.1641415201903211e-05 0.00013341983717509719 -0.00010047048615888343 -4.2750129911837576e-05 4.427954867920066e-05 5.6602748753946456e-05 -3.2902612706998809e-05 -3.4679995544386408e-05 4.3961624673794999e-05 3.451519193428491e-05 8.9349155314266695e-06 -3.7329054000358819e-05 -5.0141749755182126e-05 1.4668091452838252e-05 2.7493866378790699e-05 -6.5895072167104044e-05 -3.1211850546242205e-05 2.0406725594685194e-05 -5.5098592011269095e-05 1.1195262603988258e-05 2.2532595650429012e-05 -3.7847133846753429e-05 3.7661281530745335e-05 -2.7785523017978691e-05 5.1230965573267896e-05 5.7509616929765514e-08
leaf_weight=27 23 173 23 21 23 20 20 25 22 21 36 22 21 24 20 22 21 31 25 23 20 42 21 22 37 20 20 38 24 2234
leaf_count=27 23 173 23 21 23 20 20 25 22 21 36 22 21 24 20 22 21 31 25 23 20 42 21 22 37 20 20 38 24 2234
internal_value=0 1.90531e-07 -7.16096e-08 1.10997e-07 -1.05254e-07 7.36909e-06 -6.85321e-07 -5.36331e-06 3.02412e-08 1.24269e-05 -3.68911e-07 -1.62907e-06 1.48964e-05 7.04042e-08 -2.42493e-07 8.9816e-08 -2.13239e-05 -2.87142e-07 3.15606e-08 -1.96458e-05 4.56083e-07 1.83305e-07 -1.65375e-07 -2.11808e-05 2.12253e-07 -1.38279e-07 1.84571e-07 4.55698e-07 1.31607e-07 6.01426e-07
internal_weight=0 3098 3071 3048 3027 218 2809 198 2789 87 2702 66 44 2666 2642 2601 41 2579 2557 54 2503 2478 2436 43 2393 2356 2336 2316 2296 2258
internal_count=3121 3098 3071 3048 3027 218 2809 198 2789 87 2702 66 44 2666 2642 2601 41 2579 2557 54 2503 2478 2436 43 2393 2356 2336 2316 2296 2258
is_linear=0
shrinkage=0.1


Tree=4321
num_leaves=31
num_cat=0
split_feature=1429 1417 156 1428 156 474 2 2 156 475 154 471 31 34 43 9 1 2 45 132 1185 1203 1420 483 160 482 160 482 42 159
split_gain=1.31351e-06 2.75289e-06 2.32284e-06 3.81174e-06 2.05706e-06 1.68852e-06 8.47125e-06 4.06528e-06 2.58222e-06 1.9859e-06 1.3439e-06 2.04479e-06 1.4754e-06 3.60255e-06 3.55647e-06 3.44796e-06 7.94364e-06 3.1198e-06 1.83569e-06 1.32058e-06 7.85456e-06 3.35751e-06 1.64447e-06 2.02859e-06 6.73253e-06 4.95073e-06 1.58552e-05 9.80715e-06 3.89588e-06 8.05957e-06
threshold=0.12521000000000002 -0.080324999999999994 0.3248100000000001 0.10024500000000001 -0.14064999999999997 -0.082254999999999981 0.10060500000000001 0.087195000000000009 0.12488500000000001 0.080035000000000009 0.084190000000000001 0.093375000000000014 -1.0000000180025095e-35 -0.057544999999999992 -0.078139999999999973 0.091600000000000015 0.12000500000000001 -1.0000000180025095e-35 0.094030000000000016 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.083279999999999979 0.098395000000000024 -0.11922499999999998 0.089605000000000018 -0.077459999999999987 0.085675000000000015 0.096610000000000015 -0.08760999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 9 10 11 12 14 -14 -7 17 -17 -15 19 21 -21 -19 -22 25 -25 27 -27 -24 29 -26
right_child=-2 2 -4 -5 5 8 -8 -9 -10 -11 -12 -13 13 15 -16 16 -18 18 -20 20 22 -23 23 24 28 26 -28 -29 -30 -31
leaf_value=-3.5412962394978176e-05 2.55450378574551e-05 -2.8557839776112816e-05 -3.3881616654980466e-05 4.178389219966696e-05 2.0834199240198359e-05 -4.7736643333943604e-07 6.3373385955856065e-05 -4.2161733273089687e-05 -3.3481570616182262e-05 2.4549328890950137e-05 -2.4743105326375704e-05 3.1930406939864043e-05 3.3080549959170945e-05 2.8393211426028314e-05 -4.6727107489815634e-05 -7.4858241496258423e-05 7.6574158997898082e-06 -2.5787823830266565e-06 -2.428914839026308e-05 6.1749496048183318e-05 -2.4216209729072745e-05 -4.0302376820128067e-05 1.273519052700958e-08 5.428179462493669e-05 -5.8327633261493854e-05 -8.5287599385655663e-05 1.8041413006192836e-05 7.0365178398787979e-05 3.7041199950339353e-05 1.0405045950546529e-05
leaf_weight=22 20 25 20 22 20 60 24 21 23 33 22 20 33 39 23 20 28 187 31 21 27 27 2137 30 24 27 33 20 23 59
leaf_count=22 20 25 20 22 20 60 24 21 23 33 22 20 33 39 23 20 28 187 31 21 27 27 2137 30 24 27 33 20 23 59
internal_value=0 -1.6475e-07 8.7105e-08 3.09195e-07 8.75301e-09 2.4586e-07 1.61884e-05 -1.1432e-05 -1.05775e-07 1.56757e-07 -1.21678e-07 6.71233e-08 -1.56557e-07 2.37648e-07 -1.32936e-05 -1.58918e-07 -2.67241e-05 3.1599e-07 -9.78467e-08 1.88934e-07 8.59832e-07 -7.3383e-06 3.22571e-07 6.04146e-07 1.24591e-05 -1.23085e-07 -2.84566e-05 6.65053e-07 6.22473e-07 -9.46946e-06
internal_weight=0 3101 3079 3059 3037 3012 65 41 2947 2924 2891 2869 2849 2766 83 2733 48 2685 2646 2615 2401 214 2380 2353 136 2217 60 2157 106 83
internal_count=3121 3101 3079 3059 3037 3012 65 41 2947 2924 2891 2869 2849 2766 83 2733 48 2685 2646 2615 2401 214 2380 2353 136 2217 60 2157 106 83
is_linear=0
shrinkage=0.1


Tree=4322
num_leaves=31
num_cat=0
split_feature=130 42 47 47 47 47 1456 159 48 457 131 148 457 4 51 51 50 12 12 12 3 48 48 48 1209 132 1 1185 393 10
split_gain=1.2902e-06 2.29176e-06 1.31679e-06 1.56357e-05 9.89728e-06 3.59086e-06 2.31634e-06 2.74165e-06 2.2017e-06 4.34137e-06 2.49263e-06 2.395e-06 4.51982e-06 1.17327e-05 2.53778e-06 6.95786e-06 5.30242e-06 7.8801e-06 1.63354e-05 1.29292e-05 3.78213e-06 3.42582e-06 8.58661e-06 3.38454e-06 2.88748e-06 2.93956e-06 4.48762e-05 1.90316e-05 9.22033e-06 2.69937e-06
threshold=-0.22699999999999995 0.15021500000000002 0.094460000000000002 0.091680000000000011 0.096770000000000009 0.089640000000000011 -0.077604999999999993 0.10333000000000002 0.12879500000000002 0.41022000000000008 0.13767000000000004 -0.10069499999999999 0.098180000000000003 -0.010024999999999997 0.094075000000000006 0.090560000000000015 0.11084500000000001 0.088245000000000004 0.084405000000000022 0.092550000000000007 0.095270000000000007 0.10891500000000001 0.099800000000000014 0.096030000000000018 0.13368500000000003 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.10483000000000002 -0.011559999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 8 -6 -8 9 10 11 -2 14 -14 15 21 17 18 20 -19 -16 22 23 24 25 26 28 -27 -13 -29
right_child=1 -3 4 -5 6 -7 7 -9 -10 -11 -12 12 13 -15 16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-2.2183260219977596e-05 3.4888830923591742e-05 2.6809067666988542e-05 -7.0897768901803917e-05 8.4578060357836705e-05 -3.1145074414477375e-05 -3.7050834558053448e-05 -1.571119922216503e-06 3.6900372433592568e-05 -3.0516516760500335e-05 3.9725467870864254e-05 -3.4173890716850848e-05 1.7593259569063472e-06 2.5742605843829967e-05 -7.1101569307662938e-05 5.7694599672686311e-06 -4.3272034344153256e-05 -6.7582981794869122e-06 0.00010717584398965604 -7.3051324203074071e-05 1.3889512480930606e-05 6.1958939762047049e-05 -3.9761915312348201e-05 6.6048229737134537e-05 -4.0719817388890081e-05 3.7507320770860786e-05 -9.786716036614963e-05 0.00013374853168058437 -1.9273629691335793e-05 -6.8663815115790135e-05 8.5273720979351877e-07
leaf_weight=26 20 32 22 22 24 26 251 20 23 28 21 120 22 29 25 37 99 24 21 39 23 21 20 20 21 20 26 69 22 1948
leaf_count=26 20 32 22 22 24 26 251 20 23 28 21 120 22 29 25 37 99 24 21 39 23 21 20 20 21 20 26 69 22 1948
internal_value=0 1.86351e-07 -9.17841e-08 6.12688e-07 -6.19425e-06 -6.54463e-08 -1.3689e-06 1.2681e-06 2.90973e-07 5.5586e-07 1.41523e-07 4.15942e-07 1.51377e-07 -2.93257e-05 7.39764e-07 -2.53855e-07 1.07362e-05 2.3857e-05 5.10352e-07 4.94272e-05 3.26936e-05 4.42111e-07 8.14699e-07 2.33812e-07 6.0177e-07 2.50288e-07 1.29641e-05 -7.98278e-07 -9.1513e-06 1.6423e-07
internal_weight=0 3095 3063 2746 317 2724 295 271 2698 2675 2647 2626 2606 51 2555 2324 231 132 69 63 48 2287 2266 2246 2226 2205 168 2037 142 2017
internal_count=3121 3095 3063 2746 317 2724 295 271 2698 2675 2647 2626 2606 51 2555 2324 231 132 69 63 48 2287 2266 2246 2226 2205 168 2037 142 2017
is_linear=0
shrinkage=0.1


Tree=4323
num_leaves=31
num_cat=0
split_feature=393 403 1 1 33 1 1 1210 1 1 160 1 457 4 0 484 15 39 1374 1452 1456 457 147 16 151 402 16 1447 481 160
split_gain=1.32609e-06 9.12922e-06 1.30154e-06 3.30131e-05 2.37749e-05 8.25238e-06 8.10104e-06 8.11736e-06 9.10507e-06 7.6531e-06 6.21991e-06 1.54016e-05 4.32949e-06 1.33591e-05 4.8032e-06 3.8563e-06 6.86722e-06 9.83245e-06 3.47654e-06 3.11544e-06 9.27369e-06 2.93067e-06 3.73653e-06 3.41406e-06 1.11334e-05 9.27592e-06 1.76518e-05 4.73223e-06 7.43879e-06 1.25145e-05
threshold=0.10856500000000001 -0.074254999999999988 0.091345000000000023 0.09202500000000001 -0.0066799999999999993 0.093100000000000002 0.090740000000000015 -0.42132499999999995 0.090130000000000016 0.093700000000000019 -0.52336499999999997 0.094465000000000007 0.097000000000000017 -0.010024999999999997 -0.23001499999999997 0.10126500000000001 -0.56020999999999987 0.15619500000000003 -1.0000000180025095e-35 0.086765000000000023 -0.0077899999999999992 0.085360000000000005 0.085835000000000009 -0.0094449999999999968 -0.091874999999999984 0.10874500000000002 -0.0083599999999999976 0.040965000000000008 -0.086354999999999987 -0.014214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 7 -1 12 -7 -11 -12 14 -14 -9 16 -13 18 -18 20 -20 23 -23 24 -16 26 -25 28 29 -26
right_child=1 -3 3 4 5 9 -8 8 -10 10 11 15 13 -15 21 -17 17 -19 19 -21 -22 22 -24 25 27 -27 -28 -29 -30 -31
leaf_value=6.3812356820562861e-05 4.8334497103386451e-05 -3.6008139648488613e-05 -9.861129319428334e-05 0.00010067639371339718 -4.7863540476100756e-05 5.7950811672278433e-05 5.1947111786566599e-05 3.8654243508062794e-05 -5.3123833413337711e-05 5.0832865616195534e-05 -7.7381223531523976e-05 4.9257414918559207e-05 3.2626845168124419e-05 -7.5203324053695219e-05 7.7255870364751901e-05 -3.4807867871222696e-05 3.8148896677133357e-05 -6.8649526996350258e-05 6.6161812407829397e-05 -3.5962548184897973e-05 -1.2240716570016111e-06 5.5323742642279038e-05 -3.6484777713970596e-06 -9.0610173356253656e-05 -9.7199650663242214e-05 5.3817498846910899e-05 -4.7748849963128406e-06 4.6907879423879025e-05 2.6412947950670421e-06 1.4668375870314778e-05
leaf_weight=20 33 21 35 23 38 22 31 34 32 22 27 28 20 27 20 32 24 21 21 24 743 22 21 25 20 25 575 23 1092 20
leaf_count=20 33 21 35 23 38 22 31 34 32 22 27 28 20 27 20 32 24 21 21 24 743 22 21 25 20 25 575 23 1092 20
internal_value=0 1.55346e-05 -2.73515e-07 -3.10812e-06 1.52967e-07 -2.15446e-06 1.22358e-06 4.2782e-07 -2.20284e-07 -3.52646e-07 -1.7143e-06 -2.97086e-06 6.59609e-07 -2.93181e-05 1.41025e-06 -7.21052e-07 5.45822e-07 -1.09154e-06 6.55647e-07 -4.8628e-07 6.28158e-07 7.23166e-07 2.65234e-05 1.06829e-07 3.28312e-06 -5.8646e-06 -8.35136e-06 2.00221e-06 1.08981e-06 -4.12656e-05
internal_weight=0 54 3067 1060 1025 1002 2007 1976 1956 964 942 920 1924 47 1877 893 861 833 812 788 764 1843 43 1800 1175 625 600 1155 1132 40
internal_count=3121 54 3067 1060 1025 1002 2007 1976 1956 964 942 920 1924 47 1877 893 861 833 812 788 764 1843 43 1800 1175 625 600 1155 1132 40
is_linear=0
shrinkage=0.1


Tree=4324
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1210 42 1210 1212 1210 43 42 52 12 1210 1210 1210 1212 394 132 401 12 401 52 52 52 13 16 13 13 43 3
split_gain=1.28456e-06 2.08965e-06 3.09071e-06 2.54436e-06 7.29557e-06 3.20108e-06 1.98917e-06 5.34127e-06 4.95594e-06 8.42241e-06 6.00813e-06 5.3357e-06 1.80381e-06 5.84524e-06 2.18486e-06 4.24978e-06 1.70556e-06 9.67321e-06 1.52121e-06 9.45795e-06 2.27682e-06 1.64549e-06 2.24775e-05 5.38742e-06 3.88815e-06 6.73531e-06 7.00712e-06 9.66887e-06 6.33761e-06 6.89344e-06
threshold=0.12461500000000002 0.10837500000000001 0.098655000000000007 -0.13847499999999999 0.094935000000000005 -0.090569999999999998 -0.088629999999999987 -0.083289999999999989 -0.0047449999999999992 0.086665000000000006 0.087765000000000024 0.08815000000000002 -0.079004999999999978 -0.065674999999999983 -0.061049999999999993 -0.064959999999999976 0.013605000000000001 -0.083174999999999985 0.097935000000000008 0.088485000000000022 0.089045000000000013 0.084505000000000011 0.085540000000000019 0.086635000000000004 -0.097224999999999992 0.13751500000000003 -0.085669999999999982 -0.087714999999999987 -0.082689999999999986 -0.077104999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 8 -8 9 -7 11 -10 -9 -14 -15 -16 18 -18 20 -20 21 -17 -23 -24 -25 26 27 -26 29 -28
right_child=-2 -3 -4 5 -6 6 7 12 10 -11 -12 -13 13 14 15 16 17 -19 19 -21 -22 22 23 24 25 -27 28 -29 -30 -31
leaf_value=-9.8880502524220263e-06 -2.5261875962314664e-05 3.0192955234329219e-05 -3.5807142504988107e-05 -3.8150406155843738e-05 6.9190022950351709e-05 -3.1143845353653889e-06 4.9762377950008329e-05 -2.1342446354155026e-05 6.5272852407360918e-05 -8.6891894279688135e-05 -3.1155824720675205e-05 -2.8742925847095819e-06 4.9731155392388852e-05 -3.2765463329269552e-05 3.5029834169628364e-05 1.2232796415832397e-06 -3.7283159798833022e-05 4.769139590329409e-05 -5.7716901360906603e-05 2.0020563448162969e-05 2.3942909184626889e-05 -0.00010393485620377099 4.2498083698942713e-05 1.785861223894083e-05 -7.50435216659907e-06 -5.1920070836786182e-05 7.9952065623005459e-06 -8.0699914220671274e-05 -5.1780255689496948e-06 6.4591794216539708e-05
leaf_weight=28 20 23 24 22 20 30 22 38 20 20 30 27 24 20 35 1813 21 37 29 34 39 22 27 79 59 30 93 26 381 28
leaf_count=28 20 23 24 22 20 30 22 38 20 20 30 27 24 20 35 1813 21 37 29 34 39 22 27 79 59 30 93 26 381 28
internal_value=0 1.62921e-07 -6.14752e-08 2.19434e-07 2.30611e-05 -1.45304e-07 1.34894e-07 6.7925e-07 -1.2111e-05 -3.66254e-05 3.80749e-06 2.61245e-05 2.98358e-07 5.9237e-07 1.67079e-07 4.06328e-07 -3.95233e-08 1.69247e-05 -4.09421e-07 -1.57633e-05 -3.69537e-08 -4.02558e-07 -4.35913e-06 -1.32916e-06 -3.02935e-06 -5.70382e-06 -3.34184e-06 -2.98936e-05 1.15398e-06 2.10919e-05
internal_weight=0 3101 3078 3054 48 3006 2984 2857 127 50 77 47 2835 2797 2773 2753 2718 58 2660 63 2597 2558 745 723 696 617 587 85 502 121
internal_count=3121 3101 3078 3054 48 3006 2984 2857 127 50 77 47 2835 2797 2773 2753 2718 58 2660 63 2597 2558 745 723 696 617 587 85 502 121
is_linear=0
shrinkage=0.1


Tree=4325
num_leaves=31
num_cat=0
split_feature=33 31 51 16 3 2 3 52 13 43 160 3 2 2 2 4 13 2 49 159 15 0 51 12 4 15 51 52 14 1
split_gain=1.25541e-06 1.45611e-06 3.46625e-06 2.22575e-06 1.93964e-06 1.17467e-05 7.46478e-06 1.72752e-05 4.85653e-06 4.14644e-06 4.30748e-06 4.01255e-06 3.87126e-06 2.45552e-05 1.52153e-05 9.59599e-06 1.13698e-05 1.01471e-05 5.33219e-06 1.11586e-05 5.14499e-06 3.81402e-06 4.76172e-06 3.98578e-06 3.87112e-06 5.3382e-06 3.48517e-06 2.71454e-06 2.52198e-06 3.03523e-06
threshold=-0.009184999999999997 -1.0000000180025095e-35 0.084305000000000019 -0.44310499999999992 -0.0049599999999999991 -0.0050599999999999994 -0.0096849999999999974 -1.0000000180025095e-35 -0.16152999999999998 -0.081374999999999989 0.10580000000000002 -0.013929999999999998 0.10402500000000002 0.10644500000000001 0.11018500000000002 0.057560000000000007 -0.020934999999999999 0.083995000000000014 -0.043469999999999995 0.092820000000000014 -0.090644999999999989 -0.073309999999999986 -0.040379999999999992 -0.054684999999999991 0.40473500000000007 -0.43375999999999998 -0.14283999999999999 -1.0000000180025095e-35 0.083150000000000016 0.13657000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 8 -8 -3 -7 12 28 15 -14 -15 17 -17 -11 19 -16 -19 22 -20 -23 -24 -26 -22 -28 29 -10
right_child=1 4 -4 -5 5 9 7 -9 11 10 -12 -13 13 14 18 16 -18 20 21 -21 26 23 24 -25 25 -27 27 -29 -30 -31
leaf_value=-2.0023720290121294e-05 -4.1377717025170573e-06 -4.5588637777141034e-05 2.3097530392988121e-05 -4.2470240265229775e-05 6.4775331242117315e-05 -4.0170594101337804e-05 1.6781343176262456e-05 -0.00010471941389947791 2.7298969049919538e-08 -6.0498747670862941e-05 -3.1811558296941519e-05 3.3259085643835165e-05 -0.00010765687897219323 8.6936999998050114e-05 -7.1011375756110541e-05 9.0218859354319566e-06 0.00011437393484811764 4.9428715400983287e-05 6.3019540393725035e-05 2.2992710220300386e-05 3.5174993354303299e-05 1.0680036749610329e-05 -1.6995079318543764e-05 -4.5063626454145339e-05 -2.7700368645450763e-06 5.8672252970819297e-05 -2.1226501032404177e-05 2.2019307774219976e-05 -2.6967467869433356e-05 3.0125352435895955e-05
leaf_weight=31 28 23 20 33 32 22 25 22 2303 20 31 37 20 22 28 21 20 34 20 23 26 29 35 23 31 26 47 21 34 34
leaf_count=31 28 23 20 33 32 22 25 22 2303 20 31 37 20 22 28 21 20 34 20 23 26 29 35 23 31 26 47 21 34 34
internal_value=0 2.00885e-07 -1.30299e-05 -2.4875e-05 5.57048e-07 6.04175e-06 -6.18244e-07 -4.00914e-05 1.44914e-07 2.27526e-06 4.23293e-06 5.81737e-07 6.73827e-06 -1.25129e-06 7.72808e-06 1.76024e-05 6.04131e-05 5.74264e-06 -3.77014e-07 -2.86174e-05 1.60929e-05 8.40505e-06 1.87962e-05 -1.39758e-05 9.18239e-06 2.52563e-05 4.03521e-06 -7.87118e-06 7.17999e-08 4.65183e-07
internal_weight=0 3090 81 61 3009 531 2478 47 2431 499 477 2408 446 257 237 189 41 148 215 51 128 164 112 52 92 57 94 68 2371 2337
internal_count=3121 3090 81 61 3009 531 2478 47 2431 499 477 2408 446 257 237 189 41 148 215 51 128 164 112 52 92 57 94 68 2371 2337
is_linear=0
shrinkage=0.1


Tree=4326
num_leaves=31
num_cat=0
split_feature=10 0 11 16 9 15 49 51 13 49 49 43 1373 457 49 1348 149 150 457 448 150 42 52 4 150 10 16 3 2 13
split_gain=1.40566e-06 1.14005e-05 4.29843e-06 3.74075e-06 3.42546e-06 1.37366e-06 1.5804e-06 3.85737e-06 2.59159e-06 2.47175e-06 4.60291e-06 3.34754e-06 2.09627e-06 2.72919e-06 8.66125e-06 4.85642e-06 1.88571e-06 1.73128e-06 4.44611e-06 3.57585e-06 2.16886e-06 2.92586e-05 3.47503e-05 1.63364e-05 3.90418e-06 2.20843e-06 3.15917e-05 1.57249e-05 3.20642e-06 2.27265e-06
threshold=0.053330000000000009 -0.079829999999999998 -1.0000000180025095e-35 -0.008069999999999999 0.091905000000000014 0.23208000000000004 -0.14917999999999998 0.086310000000000012 -0.080759999999999985 -0.10774499999999999 -0.088694999999999982 -0.084569999999999992 -1.0000000180025095e-35 0.11612500000000002 -0.046979999999999987 -0.047944999999999995 0.091325000000000003 0.12640500000000002 0.091495000000000007 -0.052389999999999999 0.090480000000000019 0.083995000000000014 -0.015069999999999998 -0.0063549999999999987 0.086135000000000017 -0.0097449999999999985 -0.056919999999999991 -0.0037349999999999996 -0.0091949999999999983 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 8 -4 11 -11 -8 -12 15 -15 -14 17 18 20 -20 24 22 -22 -23 25 26 27 -17 -27 -30
right_child=1 3 4 -5 -6 -7 9 -9 -10 10 12 -13 13 14 -16 16 -18 -19 19 -21 21 23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=4.1627819358836862e-05 -7.2147846652154362e-05 -8.7992305935813423e-06 -2.8812759956053928e-06 4.6331162575370403e-05 -4.0255849615364458e-05 2.2727052675219493e-05 -2.4128505835754121e-06 2.189687700592913e-05 -5.0012610336125364e-05 -3.6506287399200066e-05 -2.9558667681514004e-05 5.4114862141432244e-05 -4.8737172583059881e-05 -1.8903611354207071e-05 6.9831169193176643e-05 2.494133323125425e-05 -2.9874720603402241e-05 -2.5795743204071188e-05 5.6428479018160786e-06 6.4066359224170815e-05 0.00016718775898750342 -9.87535884316616e-05 -1.4734104501084879e-05 2.1780206274839161e-05 -3.351604807582643e-05 -3.9770687117197674e-05 0.00011371463588938755 -9.3549497874586713e-05 -1.1367767243328239e-05 1.2197767330977501e-06
leaf_weight=25 23 32 20 20 21 27 22 20 28 34 23 20 20 22 22 24 20 24 22 20 21 23 21 22 34 20 23 21 153 2294
leaf_count=25 23 32 20 20 21 27 22 20 28 34 23 20 20 22 22 24 20 24 22 20 21 23 21 22 34 20 23 21 153 2294
internal_value=0 -1.35247e-05 3.33024e-07 1.24048e-05 -8.70695e-09 2.73023e-07 6.91015e-08 -1.50006e-05 -3.03746e-05 4.21852e-07 6.85523e-08 2.45051e-05 5.08123e-07 7.54572e-07 2.54638e-05 3.60942e-07 7.19061e-07 9.4385e-07 1.18171e-06 3.34636e-05 6.7123e-07 1.61995e-05 7.62268e-05 -3.9826e-05 1.4536e-07 5.96834e-07 1.83748e-05 -3.03544e-05 1.06804e-07 4.32734e-07
internal_weight=0 75 3046 52 3021 3000 2973 68 48 2905 2863 42 2829 2806 44 2762 2742 2722 2698 42 2656 87 42 45 2569 2535 68 45 2467 2447
internal_count=3121 75 3046 52 3021 3000 2973 68 48 2905 2863 42 2829 2806 44 2762 2742 2722 2698 42 2656 87 42 45 2569 2535 68 45 2467 2447
is_linear=0
shrinkage=0.1


Tree=4327
num_leaves=31
num_cat=0
split_feature=421 9 10 1 11 8 147 1348 46 46 1426 3 3 3 16 1 394 52 1429 3 157 474 403 1209 1447 480 0 403 402 481
split_gain=1.27897e-06 3.03492e-06 5.8358e-06 8.69564e-06 3.94732e-06 3.59461e-06 1.6396e-06 3.10602e-06 1.59659e-06 1.97621e-06 1.47154e-06 1.51443e-06 6.57063e-06 1.34773e-05 7.58206e-06 1.05801e-05 6.0942e-06 4.36412e-06 4.10904e-06 7.62199e-06 6.32122e-06 7.57899e-06 4.0676e-06 5.06569e-06 3.35863e-06 7.27676e-06 1.62016e-05 1.33474e-05 5.66394e-06 4.04964e-06
threshold=-1.0000000180025095e-35 0.092890000000000014 0.053330000000000009 0.11829500000000003 -1.0000000180025095e-35 0.092550000000000007 0.097985000000000017 0.089175000000000018 0.10987500000000001 0.083550000000000013 -0.094284999999999994 -0.082594999999999988 -0.083344999999999989 -0.083654999999999993 -0.088704999999999992 0.090130000000000016 0.10448000000000002 -1.0000000180025095e-35 0.052280000000000007 -0.081459999999999991 -0.06482499999999998 0.089190000000000005 -0.5341999999999999 -0.083969999999999989 -0.086424999999999988 0.086995000000000017 -0.084674999999999986 -0.5335399999999999 0.12629000000000004 -0.081539999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -3 7 8 9 10 -6 12 13 16 -14 17 24 -16 22 -20 21 -21 -13 -24 -12 27 -27 -26 29 -29
right_child=1 5 3 -5 6 -7 -8 -9 -10 -11 11 18 14 -15 15 -17 -18 -19 19 20 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-2.5206891164089031e-05 4.0692102027151128e-05 5.4841480811195327e-05 -8.4958127231402614e-05 6.1483213688585565e-06 2.5790147165852518e-05 -1.6986905665283343e-06 -2.0664966919675384e-05 3.9514743748441105e-05 2.7446609514992729e-05 -2.7154311896150896e-05 3.2437666033563968e-05 -3.4049885390332846e-05 -2.6729169585451023e-05 -6.9418965092524931e-05 3.7943867284965286e-05 -1.0271109989844263e-05 5.4198092584556434e-05 9.7743157787660422e-05 -7.6763409742852681e-05 -1.9411028261434433e-05 -4.7429126178550568e-05 5.3550206015036872e-05 3.7023960754191252e-05 -9.453182232389695e-07 7.2417608771502279e-05 -0.0001054334398759238 2.185211269534193e-05 3.1747343071889724e-05 -4.921661719614033e-05 -3.8082422790196957e-07
leaf_weight=20 24 22 20 22 22 23 38 20 21 27 33 36 20 27 23 25 22 26 20 35 28 24 36 1467 26 20 20 41 23 910
leaf_count=20 24 22 20 22 22 23 38 20 21 27 33 36 20 27 23 25 22 26 20 35 28 24 36 1467 26 20 20 41 23 910
internal_value=0 1.62559e-07 -2.17064e-07 -3.72357e-05 2.98789e-07 2.59432e-05 -2.54378e-08 2.40247e-07 -2.76553e-08 -2.25855e-07 2.62491e-08 -1.71796e-07 2.50452e-06 3.76853e-07 2.79007e-05 4.26656e-05 2.09785e-06 6.96741e-05 -2.14895e-06 -2.10978e-05 -8.30111e-06 1.02681e-05 -8.31524e-07 -3.58744e-08 1.02962e-06 3.30193e-08 -4.17907e-05 1.70597e-06 -1.81613e-07 1.0043e-06
internal_weight=0 3101 3056 42 3014 45 2990 2952 2932 2911 2884 2862 1216 1122 94 74 1095 49 1646 107 87 59 1539 1503 1073 1040 40 1000 974 951
internal_count=3121 3101 3056 42 3014 45 2990 2952 2932 2911 2884 2862 1216 1122 94 74 1095 49 1646 107 87 59 1539 1503 1073 1040 40 1000 974 951
is_linear=0
shrinkage=0.1


Tree=4328
num_leaves=31
num_cat=0
split_feature=401 15 132 400 15 52 401 403 403 1455 2 2 2 160 4 42 13 1210 1210 1209 0 52 42 1447 1447 43 483 402 4 1447
split_gain=1.27776e-06 1.72073e-06 3.46016e-05 2.08584e-05 4.7055e-06 1.44057e-05 3.6609e-06 6.96172e-06 5.53902e-06 4.61277e-06 4.592e-06 1.07471e-05 9.73199e-06 7.77974e-06 7.13361e-06 1.07876e-05 5.30934e-06 3.48231e-06 2.58484e-06 2.98359e-06 2.57675e-06 6.98993e-06 5.04335e-06 2.17476e-06 1.60339e-05 7.04966e-06 4.96502e-06 4.05586e-06 1.23244e-05 7.17238e-06
threshold=0.13837000000000002 0.091650000000000023 -0.083284999999999984 -0.059294999999999994 0.090750000000000011 0.091820000000000013 1.0000000180025095e-35 -0.44023999999999991 -0.083919999999999981 -0.065979999999999983 0.093840000000000021 0.09580000000000001 0.092235000000000025 -0.53908999999999996 -0.077679999999999985 0.094525000000000012 -0.050064999999999991 -0.13847499999999999 -0.090569999999999998 -0.089214999999999989 -0.077809999999999976 0.10263500000000002 0.09796500000000001 -0.086359999999999978 -0.085804999999999979 -0.041739999999999992 0.087520000000000014 0.10874500000000002 -0.080924999999999983 -0.084894999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 17 -6 7 -5 -9 -10 12 -12 13 -11 16 -16 -15 -1 -19 -20 -13 22 -22 25 -25 26 -21 29 -29 -26
right_child=-2 2 3 6 5 -7 -8 8 9 10 11 20 -14 14 15 -17 -18 18 19 23 21 -23 -24 24 27 -27 -28 28 -30 -31
leaf_value=2.9383876841539186e-05 -2.4583835329394788e-05 0.00012270250278258272 -9.3285680360049412e-05 -3.8997394816712926e-05 -8.1954679364151586e-05 2.940283496476089e-05 3.544582759786863e-05 5.2417721796397625e-05 -3.4730471840399937e-05 -4.7993277656219325e-05 -6.8173089569730416e-05 2.6335565193081638e-05 8.2717272546233304e-05 -3.4950141537482332e-05 7.848993904190138e-05 1.541873476334762e-06 2.5472886185385649e-05 -3.485478585141457e-05 -3.8897318468116282e-05 -2.5592161916522729e-05 -1.3544729190471118e-05 -4.1300181469376832e-05 5.7471828677080344e-05 -8.9815590745274672e-05 -5.6185249685886846e-05 6.4279874492389024e-05 3.5912899154698693e-05 9.0155804086862191e-05 -2.7264104119240075e-06 -6.3851035160605138e-08
leaf_weight=39 21 24 23 38 26 21 35 24 30 21 24 39 20 33 35 38 26 22 20 35 20 31 20 20 23 22 21 20 50 2300
leaf_count=39 21 24 23 38 26 21 35 24 30 21 24 39 20 33 35 38 26 22 20 35 20 31 20 20 23 22 21 20 50 2300
internal_value=0 1.66537e-07 5.66411e-06 -4.82322e-07 -8.43137e-07 -3.21992e-05 4.43583e-06 1.71565e-06 6.00124e-06 2.69561e-06 6.35288e-06 -7.54351e-06 1.71166e-05 8.54131e-06 1.75355e-05 3.84348e-05 -8.32304e-06 -2.70145e-07 -7.26721e-07 -4.27709e-07 5.68476e-06 -5.65864e-06 2.19635e-05 -1.18841e-07 -6.50076e-07 1.63154e-05 -2.52776e-06 9.51431e-08 2.38114e-05 -6.19508e-07
internal_weight=0 3100 481 457 2619 47 434 399 361 337 307 134 173 153 132 73 59 2572 2533 2511 110 71 40 2491 2413 78 56 2393 70 2323
internal_count=3121 3100 481 457 2619 47 434 399 361 337 307 134 173 153 132 73 59 2572 2533 2511 110 71 40 2491 2413 78 56 2393 70 2323
is_linear=0
shrinkage=0.1


Tree=4329
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 401 1211 133 401 1213 133 1210 131 1213 42 13 1213 1213 1213 0 1212 402 1209 1209 1213 1210 2 2 1213 2 3
split_gain=1.59196e-06 7.29351e-06 4.44496e-06 2.41038e-06 1.38372e-06 1.30597e-06 5.25686e-06 3.78621e-06 9.20158e-06 2.67752e-06 2.72914e-06 1.86621e-06 1.92822e-06 2.91754e-06 6.5073e-06 2.19408e-06 5.73372e-06 1.06595e-05 4.05538e-06 2.69563e-06 7.37535e-06 3.73888e-06 2.86334e-06 2.03271e-06 2.00295e-06 2.29027e-06 1.00246e-05 1.38398e-05 2.91122e-05 1.19521e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.47144999999999992 0.11671000000000002 -0.029034999999999995 -0.06959499999999999 -0.059794999999999994 0.51114000000000004 0.24726500000000004 0.13602500000000003 -0.21306999999999995 0.089810000000000015 -0.010739999999999998 -0.09411499999999999 -0.088159999999999974 -0.086979999999999988 -0.085034999999999986 -0.089544999999999986 0.2506000000000001 -0.087714999999999987 -0.076689999999999994 -0.085049999999999987 -0.090009999999999993 0.085105000000000014 0.083935000000000023 0.04198000000000001 0.083215000000000011 -0.086424999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 7 -7 8 -6 10 11 12 13 14 -9 18 -17 -18 -14 -19 21 -21 -23 -24 -25 26 27 28 -26 -28
right_child=1 4 -4 -5 5 6 -8 9 -10 -11 -12 -13 15 -15 -16 16 17 19 -20 20 -22 22 23 24 25 -27 29 -29 -30 -31
leaf_value=7.0016910016916393e-07 5.9344148862042606e-05 2.3161543287222651e-05 -4.7882472805213187e-05 -3.5143282279715917e-05 -1.2384325903743353e-05 1.80333817545695e-05 -5.0341119960807114e-05 2.6176595942420786e-05 7.9456754392595043e-05 -2.6925459816403737e-05 3.3730065297277179e-05 2.8222630182584828e-05 5.2995139301194945e-05 -3.7869707268649056e-05 -4.2295952927974133e-05 -4.3030572819148918e-05 7.2954500792548062e-05 3.1081567619737518e-05 -4.3782523399776049e-06 3.9082472388448274e-05 -6.1167360545368875e-05 -3.0779036833630545e-05 -3.1936603481881323e-05 -2.9954403974195226e-05 2.1657603850669684e-06 -1.7231109329205441e-06 -3.9453800748494206e-06 7.5040985378412505e-05 -0.00010804686168557965 6.8893830764409365e-05
leaf_weight=176 21 26 25 21 24 22 23 35 20 37 24 23 22 34 23 31 20 27 28 24 20 31 20 22 580 1622 41 24 25 50
leaf_count=176 21 26 25 21 24 22 23 35 20 37 24 23 22 34 23 31 20 27 28 24 20 31 20 22 580 1622 41 24 25 50
internal_value=0 6.24984e-07 -8.16145e-06 -3.12071e-06 1.96526e-07 -1.28325e-08 -1.69136e-05 2.58109e-07 2.93616e-05 -2.05356e-07 1.57316e-07 -1.40887e-07 -3.84397e-07 -1.46108e-05 -9.76311e-07 1.2153e-07 -2.8731e-07 2.41438e-07 2.0866e-05 -3.43542e-07 -6.88592e-07 -1.92662e-07 -5.82973e-07 -1.90323e-07 7.82577e-08 3.60375e-07 5.05401e-06 5.65903e-07 -2.38848e-06 3.60762e-05
internal_weight=0 2899 222 197 2878 2852 45 2807 44 2763 2726 2702 2679 92 58 2587 2537 2506 50 2486 2459 2439 2415 2384 2364 2342 720 629 605 91
internal_count=3121 2899 222 197 2878 2852 45 2807 44 2763 2726 2702 2679 92 58 2587 2537 2506 50 2486 2459 2439 2415 2384 2364 2342 720 629 605 91
is_linear=0
shrinkage=0.1


Tree=4330
num_leaves=31
num_cat=0
split_feature=132 1203 399 130 40 4 2 130 2 52 0 1 1 1 1 13 1 130 43 43 1212 13 483 160 160 1374 42 42 402 50
split_gain=1.29466e-06 5.29455e-06 5.25761e-06 1.5509e-06 2.02071e-06 1.46107e-06 1.60305e-06 3.1068e-06 1.82915e-06 1.56506e-06 1.47665e-06 1.32877e-06 8.73882e-06 7.85789e-06 1.08003e-05 7.9171e-06 1.40692e-05 4.99807e-06 4.55124e-06 1.85074e-05 5.52554e-06 8.1183e-06 5.13805e-06 5.53516e-06 9.78851e-06 6.71835e-06 4.67569e-06 5.3957e-06 1.0089e-05 3.75727e-06
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 -0.22699999999999995 -0.23755499999999996 0.11275500000000001 0.097385000000000013 0.10797500000000002 0.085235000000000019 0.085175000000000015 -0.087084999999999982 0.081315000000000012 0.079415000000000013 0.085475000000000009 0.086105000000000015 -0.087324999999999986 0.084785000000000013 1.0000000180025095e-35 0.062770000000000006 0.08845500000000002 0.091580000000000009 -0.067719999999999989 -0.097364999999999993 0.11205000000000002 0.10580000000000002 0.10637000000000001 0.11839500000000001 0.11551500000000002 0.10708500000000001 -0.23452499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 6 7 8 10 -10 -1 12 -6 15 -15 -13 -17 18 20 -20 22 -22 -16 24 25 26 27 28 29 -24
right_child=2 -3 -4 4 11 -7 -8 -9 9 -11 -12 13 -14 14 17 16 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.2122118581222216e-05 -2.5248446884991912e-05 -5.648106813168852e-05 3.7507831953725575e-05 2.8584315245097966e-05 1.1249716094784013e-06 -2.5581576767308434e-05 1.8294519163646326e-05 -3.8862038821786302e-05 -5.9196205429976729e-07 3.8015464503717216e-05 -1.8714082857100451e-05 2.0861864331891411e-05 6.3248582031737098e-05 6.7534174535388089e-05 -4.7206788155523574e-05 -1.5737984810855137e-05 -0.00011983948887063889 -4.8864340979806997e-05 -0.00010722487157181604 2.3927589894294978e-06 8.0485962548880796e-05 -7.4442115354551276e-06 3.5711242890101862e-05 4.706346137390938e-05 -6.8132190275112714e-05 5.8227937051924529e-05 -4.3912905978989633e-05 5.0905620394457535e-05 -5.8416236299371093e-05 2.9599026334564995e-07
leaf_weight=24 24 20 38 25 1460 24 40 22 21 21 44 20 23 23 23 37 20 22 20 67 21 21 31 25 21 20 24 21 29 890
leaf_count=24 24 20 38 25 1460 24 40 22 21 21 44 20 23 23 23 37 20 22 20 67 21 21 31 25 21 20 24 21 29 890
internal_value=0 -7.46925e-06 5.55372e-07 6.55941e-08 2.7929e-07 -2.46805e-06 7.57097e-07 -4.55727e-06 2.30368e-06 1.87118e-05 -7.83072e-06 2.81807e-08 2.08845e-06 -2.2605e-06 -3.62404e-07 -3.32709e-05 -5.22648e-05 -1.62688e-06 -7.70136e-07 -2.28067e-05 9.32511e-07 3.65209e-05 -4.46374e-07 5.67282e-07 -5.5473e-07 8.43425e-07 -3.10033e-07 7.6769e-07 -3.40622e-07 1.48803e-06
internal_weight=0 216 2905 2867 2843 196 172 132 110 42 68 2818 1483 1335 1258 77 57 1235 1213 87 1126 42 1084 1061 1036 1015 995 971 950 921
internal_count=3121 216 2905 2867 2843 196 172 132 110 42 68 2818 1483 1335 1258 77 57 1235 1213 87 1126 42 1084 1061 1036 1015 995 971 950 921
is_linear=0
shrinkage=0.1


Tree=4331
num_leaves=31
num_cat=0
split_feature=12 130 15 1204 130 132 1186 1185 15 132 0 42 399 3 11 156 472 471 152 97 4 33 34 123 9 10 43 2 45 13
split_gain=1.34422e-06 2.55169e-06 1.54933e-06 1.27201e-06 1.513e-06 1.23469e-06 4.11158e-05 3.01072e-05 4.48288e-06 2.0736e-06 1.72908e-06 1.49447e-06 1.94556e-06 4.55001e-06 1.23492e-06 2.26954e-06 1.74106e-06 1.27398e-06 1.71223e-06 1.28266e-06 2.66269e-06 1.80831e-06 2.82984e-06 1.13283e-05 4.10728e-06 2.91925e-06 6.26517e-06 2.48791e-06 2.08547e-06 1.85199e-06
threshold=0.23631000000000002 -0.22461999999999996 -0.56020999999999987 0.053645000000000005 -0.14628999999999995 -0.083284999999999984 1.0000000180025095e-35 -0.083264999999999992 0.091650000000000023 -0.037359999999999997 -0.09515499999999999 -0.088249999999999981 0.087805000000000008 -0.080104999999999996 0.10458500000000001 0.3248100000000001 -0.097514999999999977 0.10338500000000002 0.083555000000000004 -0.086464999999999986 0.59999500000000017 0.085305000000000006 -0.057544999999999992 0.084785000000000013 0.091905000000000014 -0.0093599999999999985 -1.0000000180025095e-35 -0.0091949999999999983 0.094030000000000016 -0.089109999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 8 -7 10 -9 -6 -12 13 -13 15 16 -11 18 19 -18 21 22 23 -21 25 26 -24 -27 29 -29
right_child=-2 2 3 -5 5 7 -8 9 -10 14 11 12 -14 -15 -16 -17 17 -19 -20 20 -22 -23 24 -25 -26 27 -28 28 -30 -31
leaf_value=3.0786586096467176e-05 -2.4086049352658651e-05 -2.1318549207695897e-05 -2.7459513476060241e-05 2.175587505917065e-05 1.7791779071237267e-05 -0.00011968019119064724 0.00014358187389007071 2.977446667197607e-05 -5.2440507319602146e-05 2.9703672007599385e-05 1.6337104829116944e-05 -5.4498888790409115e-05 6.1106970700647628e-06 1.3803997717332097e-07 2.2837419631590217e-05 -3.2693637192659524e-05 -2.4576009110162325e-05 -2.2847189635892089e-05 2.5350596357990679e-05 7.4104095588352169e-05 2.890618668232037e-05 -2.3742010219507394e-05 -1.2610162557393778e-05 -2.6268069202408449e-05 -3.7683262559281064e-05 -3.5394279220781757e-05 6.6542658754826785e-05 -5.6901895011683276e-06 -2.5749377331404471e-05 1.6383200945716768e-06
leaf_weight=27 23 34 20 27 34 21 20 24 20 20 21 27 34 35 24 21 21 24 27 23 32 32 20 22 29 20 20 418 31 1970
leaf_count=27 23 34 20 27 34 21 20 24 20 20 21 27 34 35 24 21 21 24 27 23 32 32 20 22 29 20 20 418 31 1970
internal_value=0 1.7882e-07 -9.02813e-08 1.47375e-07 -4.64557e-08 1.36909e-07 7.91598e-06 -3.93924e-07 -7.95138e-06 5.07808e-07 -2.05878e-06 -7.82731e-06 -1.31133e-05 -2.36555e-05 2.52761e-07 5.42143e-08 3.08074e-07 8.94377e-08 2.95996e-07 3.9562e-08 2.37089e-07 -1.17809e-07 1.78303e-07 2.50333e-05 -2.67659e-07 1.70038e-07 2.69662e-05 -2.69424e-07 2.09842e-08 3.55524e-07
internal_weight=0 3098 3071 3037 3010 2990 191 2799 171 2778 151 117 96 62 2754 2730 2709 2689 2665 2638 2617 2585 2553 45 2508 2479 40 2439 2419 2388
internal_count=3121 3098 3071 3037 3010 2990 191 2799 171 2778 151 117 96 62 2754 2730 2709 2689 2665 2638 2617 2585 2553 45 2508 2479 40 2439 2419 2388
is_linear=0
shrinkage=0.1


Tree=4332
num_leaves=31
num_cat=0
split_feature=46 44 1454 10 0 0 2 1456 132 0 1186 2 1453 43 1 4 1 133 403 133 43 1447 160 15 16 157 50 52 12 3
split_gain=1.34044e-06 4.9438e-06 1.97968e-06 1.30957e-06 1.17894e-05 1.08144e-05 1.81711e-06 1.1379e-05 1.21722e-05 5.12857e-05 3.97145e-05 8.97853e-06 7.4951e-06 6.87105e-06 1.01158e-05 4.79028e-05 1.25166e-05 6.29942e-06 5.65666e-06 4.98143e-06 4.32116e-06 6.94573e-06 1.47053e-05 4.70637e-06 5.61536e-06 4.86917e-06 5.02481e-06 4.83467e-06 4.04545e-06 1.56932e-05
threshold=0.084955000000000017 0.10049500000000001 0.11562500000000002 -0.010699999999999999 -0.10224499999999999 -0.087319999999999995 0.083715000000000026 0.061930000000000006 -0.083284999999999984 -0.082284999999999983 0.049580000000000006 0.083865000000000009 -0.079219999999999985 -0.0098449999999999979 0.093700000000000019 -0.0082299999999999995 0.096125000000000016 -1.0000000180025095e-35 -0.042339999999999996 -0.038089999999999992 -0.082389999999999977 -1.0000000180025095e-35 -0.24185499999999996 0.09006500000000002 -0.080954999999999985 -0.077234999999999984 0.081075000000000022 -0.14765999999999999 0.089005000000000015 -0.082794999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 8 9 -5 12 -8 -10 19 15 17 -16 18 -15 -14 23 -22 -23 24 -21 -26 27 -27 -24 -30
right_child=1 -3 -4 6 5 -7 11 -9 10 -11 -12 -13 13 14 16 -17 -18 -19 -20 20 21 22 28 -25 25 26 -28 -29 29 -31
leaf_value=-7.2951581447947922e-05 5.4443494332190315e-05 -1.1153308433778067e-05 -2.5819003421929669e-05 -4.4926533246325564e-05 7.0843376288394215e-05 -1.168934521921109e-05 -6.3214972760761165e-05 7.9036791576072587e-05 6.3895094931467618e-05 0.00017189566064189422 -0.00013603876078767437 -3.9933898262202906e-07 -4.7614062200059734e-05 6.608477169720573e-05 -7.540792853216685e-05 0.00017742680417768498 1.2198439531384295e-05 -4.1357911634674695e-05 3.5056152726680848e-06 3.7911493531924757e-05 3.2530553784226872e-05 -9.1209305052567896e-05 -2.8624993680680818e-05 4.6239720076896604e-05 3.6498943504739149e-05 3.1445886183064432e-05 -5.5254377478447104e-05 -2.362368705400348e-05 7.1417918773547108e-05 -1.5442826719873456e-05
leaf_weight=24 20 27 30 24 20 77 23 20 20 20 21 2133 26 20 21 20 73 21 52 34 32 24 65 29 20 25 26 44 26 104
leaf_count=24 20 27 30 24 20 77 23 20 20 20 21 2133 26 20 21 20 73 21 52 34 32 24 65 29 20 25 26 44 26 104
internal_value=0 1.67602e-05 -2.56259e-07 -4.32607e-09 -1.01988e-05 5.32771e-06 4.17681e-07 4.59793e-06 2.60493e-06 5.3629e-05 -5.88615e-07 -1.06945e-06 3.58214e-06 1.75999e-06 1.68644e-05 3.70266e-05 -7.3732e-06 6.83302e-06 2.08887e-05 -5.11167e-06 -2.53577e-06 -1.09875e-05 -1.73463e-05 9.38209e-06 2.20846e-06 -8.34722e-06 -1.77885e-05 -3.67094e-06 -8.25545e-06 1.92932e-06
internal_weight=0 47 3074 3044 121 97 2923 767 747 44 703 2156 682 662 207 113 94 93 72 455 429 251 219 178 149 115 95 69 195 130
internal_count=3121 47 3074 3044 121 97 2923 767 747 44 703 2156 682 662 207 113 94 93 72 455 429 251 219 178 149 115 95 69 195 130
is_linear=0
shrinkage=0.1


Tree=4333
num_leaves=31
num_cat=0
split_feature=132 1185 132 1 13 0 2 399 52 2 33 402 133 12 1210 9 9 1186 1185 1185 0 3 130 394 16 2 16 394 12 12
split_gain=1.6321e-06 8.55553e-06 3.20019e-06 3.07976e-06 1.84885e-06 2.40028e-06 6.24192e-06 2.11156e-06 1.58674e-06 1.59446e-06 1.53923e-06 1.41658e-06 5.40065e-06 6.24212e-06 2.16006e-06 1.36884e-06 2.81964e-06 1.49151e-06 2.08721e-06 4.0702e-06 1.9104e-06 3.07511e-06 1.59452e-06 8.23775e-06 4.03794e-06 8.17939e-06 4.1817e-06 2.8655e-06 1.66752e-06 1.27234e-05
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.089625000000000024 -0.051094999999999995 -0.073309999999999986 0.096540000000000015 0.090310000000000015 0.08734500000000002 0.085485000000000019 -0.009184999999999997 -0.45454999999999995 0.51314000000000015 0.096210000000000004 0.26755500000000004 0.089995000000000006 0.10750500000000002 0.068350000000000008 0.090595000000000009 0.085905000000000009 -0.087974999999999984 -0.078244999999999995 -0.004729999999999999 -0.080504999999999979 -0.097644999999999996 0.085345000000000018 -0.082779999999999979 -0.0065099999999999993 0.085355000000000014 0.085635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 9 -6 -3 12 -12 -14 15 17 -17 18 19 22 21 -19 23 -13 -25 -26 -27 -24 -29 -30
right_child=1 10 -4 -5 5 -7 -8 -9 -10 -11 11 14 13 -15 -16 16 -18 20 -20 -21 -22 -23 27 24 25 26 -28 28 29 -31
leaf_value=3.0447650060523302e-05 6.4229589909137717e-05 -2.199376815570436e-05 -4.4464238569410307e-05 -2.871874964412422e-05 1.7521091925526229e-05 2.9983382710270238e-05 -5.4248282148087723e-05 -2.4275294578858719e-05 3.3470732666066159e-05 -1.7735941630393347e-05 5.4264127942113434e-05 -7.0414572687695911e-05 2.8323859664346348e-05 -4.2569437937345356e-05 -3.1901958088080089e-05 3.6656090881782198e-05 -8.3367370280029725e-06 -2.9271019902807892e-05 -3.1107009040583351e-05 3.8448577086253663e-05 3.0501367187854258e-05 2.4907663150357128e-05 3.5079469572614788e-05 3.777195726632437e-05 3.0234831397787538e-05 -7.2605671693963823e-05 -8.7140445863215495e-06 -3.329971999939053e-06 5.7504426131345099e-05 2.5847139419182373e-07
leaf_weight=20 21 31 22 41 29 20 23 21 23 23 23 20 27 23 21 30 26 20 22 27 36 22 23 22 28 20 21 1074 40 1322
leaf_count=20 21 31 22 41 29 20 23 21 23 23 23 20 27 23 21 30 26 20 22 27 36 22 23 22 28 20 21 1074 40 1322
internal_value=0 6.32822e-07 -8.2637e-06 -4.28164e-06 2.01975e-06 -2.07059e-06 -7.45781e-06 3.7524e-06 1.16002e-05 1.92663e-06 1.68773e-07 4.10093e-07 1.41606e-05 -4.28706e-06 4.82386e-08 2.91956e-07 1.57666e-05 -2.93558e-08 -4.35193e-07 -1.75362e-07 1.35974e-05 -8.9171e-07 -5.81139e-07 -1.23049e-05 4.66483e-07 -1.1428e-05 -3.98807e-05 -5.19259e-08 -3.83626e-07 1.9397e-06
internal_weight=0 2899 222 200 159 139 119 96 75 52 2878 2847 73 50 2774 2753 56 2697 2619 2597 78 42 2570 111 91 69 41 2459 2436 1362
internal_count=3121 2899 222 200 159 139 119 96 75 52 2878 2847 73 50 2774 2753 56 2697 2619 2597 78 42 2570 111 91 69 41 2459 2436 1362
is_linear=0
shrinkage=0.1


Tree=4334
num_leaves=31
num_cat=0
split_feature=130 42 132 1185 15 1186 0 16 3 16 399 12 401 401 52 133 15 0 44 46 0 15 48 16 447 457 160 484 50 133
split_gain=1.39581e-06 2.035e-06 1.65746e-06 6.92836e-06 3.04788e-06 2.89808e-06 2.51337e-06 2.31458e-06 2.73225e-06 2.18413e-06 2.68631e-06 1.31187e-06 1.29699e-06 1.36697e-06 1.45913e-05 4.69622e-06 3.75379e-06 3.20962e-06 1.3113e-06 3.79041e-06 1.60336e-06 6.83686e-06 1.56026e-05 4.513e-06 2.08061e-06 3.36262e-06 2.18009e-06 1.78728e-06 4.04051e-06 4.22811e-06
threshold=-0.22699999999999995 0.15021500000000002 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.073309999999999986 -0.081299999999999983 -0.085709999999999995 -0.097644999999999996 0.089300000000000004 0.087505000000000013 -0.47144999999999992 -1.0000000180025095e-35 0.10263500000000002 0.50628500000000021 0.092400000000000024 -0.077259999999999981 0.084760000000000016 0.10253500000000002 -0.23051499999999997 -0.087894999999999987 -0.072824999999999987 -0.095094999999999985 0.094580000000000011 0.41022000000000008 0.51752500000000012 -0.093244999999999981 0.041865000000000006 0.087285000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 9 -9 -2 11 -11 -5 14 16 18 -14 -17 20 -20 21 23 -23 -15 25 26 27 28 29 -22
right_child=1 -3 3 12 -6 -7 -8 8 -10 10 -12 -13 13 15 -16 17 -18 -19 19 -21 24 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.3073307693266544e-05 2.307549645289934e-05 2.5280940686611687e-05 5.7806631264698116e-05 2.2386044824648149e-05 -4.1292361172963868e-05 -3.9318385617142281e-05 -3.0063895360399331e-05 -1.975803198464829e-06 4.6813188168925991e-05 -1.7858518549473957e-05 -4.3075552825939672e-05 1.1795936531728201e-05 -9.3917440790391995e-06 -1.2585393718230384e-05 -8.0149296329843565e-05 5.9667520690709355e-06 5.1876410543627573e-05 6.2620270837214777e-05 4.9405554291297457e-05 -7.5937883512519227e-06 1.197062275464101e-05 -5.0228806330345661e-05 6.6693448809928668e-05 -7.6904258858121469e-05 -3.0679734448891727e-05 4.1047875483855024e-05 2.62360853206877e-05 -1.121242831716873e-06 -9.7167755870941616e-06 6.4364490297634804e-05
leaf_weight=26 24 32 21 26 25 21 24 22 24 26 20 35 20 24 22 20 20 20 20 28 67 21 25 20 22 20 31 2335 60 20
leaf_count=26 24 32 21 26 25 21 24 22 24 26 20 35 20 24 22 20 20 20 20 28 67 21 25 20 22 20 31 2335 60 20
internal_value=0 1.93825e-07 -6.82665e-08 5.80416e-07 -8.41015e-06 -4.21599e-06 -3.69993e-09 4.77408e-06 2.34793e-05 -3.4206e-06 -1.12713e-05 -8.43667e-07 1.54414e-07 -5.23914e-08 -1.47353e-05 2.80701e-07 2.12423e-05 3.42935e-05 -2.24502e-07 1.61559e-05 -5.21765e-07 -1.364e-05 1.33159e-05 -4.18212e-05 -5.96732e-08 2.06273e-07 -1.1877e-07 -4.4794e-07 1.0247e-05 2.40152e-05
internal_weight=0 3095 3063 2842 221 196 175 151 46 105 81 61 2821 2795 62 2733 40 40 2693 48 2645 90 46 44 2555 2533 2513 2482 147 87
internal_count=3121 3095 3063 2842 221 196 175 151 46 105 81 61 2821 2795 62 2733 40 40 2693 48 2645 90 46 44 2555 2533 2513 2482 147 87
is_linear=0
shrinkage=0.1


Tree=4335
num_leaves=31
num_cat=0
split_feature=12 4 158 1212 481 1456 51 1446 1212 403 133 1210 1 1 2 157 480 133 159 158 158 158 3 12 12 12 13 160 160 13
split_gain=1.29849e-06 2.32812e-06 1.76856e-06 7.1533e-06 5.23514e-06 6.31619e-06 3.03049e-06 2.2073e-06 1.0579e-05 5.42563e-06 1.30972e-05 3.71336e-06 3.25388e-06 5.53496e-06 3.6976e-06 5.9465e-06 5.27486e-06 2.6047e-06 2.5484e-06 2.10025e-06 2.74194e-06 4.68942e-06 2.96252e-06 3.63054e-06 2.48636e-06 4.29626e-06 3.19153e-06 2.18707e-06 8.70813e-06 1.57491e-05
threshold=0.23631000000000002 0.63113500000000011 0.10380000000000002 0.087615000000000012 -0.081539999999999987 -0.081594999999999987 -0.46280499999999997 0.083715000000000026 0.037395000000000005 -0.54856499999999986 0.40945500000000007 -0.41266499999999995 0.086720000000000005 0.10205500000000002 0.086330000000000004 -0.06482499999999998 0.092385000000000009 0.047850000000000011 0.13255000000000003 0.096590000000000023 0.085030000000000008 0.082560000000000008 -0.081054999999999974 -0.029094999999999999 0.12757000000000002 0.12069000000000002 0.10443000000000001 -0.085764999999999994 -0.081969999999999987 -0.084869999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 -6 -7 9 12 10 -1 -11 14 -14 -9 -16 17 -17 19 20 21 24 -22 -24 25 27 -26 -13 29 -29
right_child=-2 -3 3 -5 5 6 -8 8 -10 11 -12 18 13 -15 15 16 -18 -19 -20 -21 22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-8.7681681717462526e-05 -2.3672724123373527e-05 2.8880391775081602e-05 4.3664556522509724e-05 -5.8197224405795661e-05 -4.8576142684865893e-05 3.7818548262293918e-05 -5.445473864657449e-06 -3.4019651658517045e-05 6.877061680117751e-05 4.2203403565855256e-05 1.9036975525365131e-05 7.4152684876946345e-06 6.3022804986411805e-05 -3.9151014546708514e-06 4.6136361837852751e-05 3.4492078541668233e-05 -4.6823277184907617e-05 -9.4186744640215441e-06 3.4677625635162085e-05 -2.5365357104226752e-05 -1.2405644420968284e-05 -4.7608237503568708e-05 9.2319470013535475e-06 6.1318777649000341e-05 6.7343003138375936e-07 4.2411813853959761e-05 -4.9600368591832789e-05 -0.00011134238025988451 -2.08873319144289e-07 -2.1966634965163113e-06
leaf_weight=23 23 28 22 26 31 20 85 35 27 21 23 332 21 30 25 22 26 35 21 33 22 21 32 23 28 24 23 20 1980 39
leaf_count=23 23 28 22 26 31 20 85 35 27 21 23 332 21 30 25 22 26 35 21 33 22 21 32 23 28 24 23 20 1980 39
internal_value=0 1.75757e-07 -8.60438e-08 -9.59164e-06 -1.59326e-06 -8.91437e-06 2.79529e-06 5.19996e-07 1.01236e-05 -2.76403e-07 -3.43224e-05 3.21579e-07 1.96141e-06 2.36476e-05 -5.77281e-06 3.38126e-06 -9.49678e-06 7.52934e-06 -1.69577e-08 -2.99684e-07 2.54601e-08 -5.54544e-07 1.86082e-05 3.10137e-05 -1.50567e-07 3.14683e-07 -2.19991e-05 -1.11437e-07 -1.33697e-06 -3.91952e-05
internal_weight=0 3098 3070 184 158 136 105 2886 221 2665 46 2619 194 51 143 108 83 57 2598 2577 2544 2467 77 55 2446 2395 51 2371 2039 59
internal_count=3121 3098 3070 184 158 136 105 2886 221 2665 46 2619 194 51 143 108 83 57 2598 2577 2544 2467 77 55 2446 2395 51 2371 2039 59
is_linear=0
shrinkage=0.1


Tree=4336
num_leaves=31
num_cat=0
split_feature=46 46 47 47 47 47 47 16 43 128 128 0 16 128 40 14 12 142 11 11 12 132 15 1185 1 394 1176 394 130 0
split_gain=1.24838e-06 1.83007e-06 1.32272e-06 1.19455e-05 7.81135e-06 2.80479e-06 3.54486e-06 4.96421e-06 2.72986e-06 1.96298e-06 3.63776e-06 3.62318e-06 5.25758e-06 3.60084e-06 3.81968e-06 3.228e-06 1.12148e-05 8.14669e-06 5.6538e-06 3.61612e-06 3.17373e-06 2.9772e-06 4.36681e-05 2.40848e-05 6.8096e-06 3.6362e-06 6.6433e-06 2.55449e-06 3.31019e-06 4.17805e-06
threshold=0.10987500000000001 0.083550000000000013 0.094460000000000002 0.091680000000000011 0.096770000000000009 0.087885000000000019 0.079365000000000005 -0.095094999999999985 -0.079109999999999986 0.089035000000000017 0.093785000000000021 -0.076899999999999982 -0.081779999999999978 0.079650000000000012 -0.24290999999999999 0.078235000000000013 0.087075000000000014 -0.057499999999999989 0.075910000000000019 -0.014494999999999999 0.08815000000000002 -0.083284999999999984 0.091915000000000011 -1.0000000180025095e-35 0.087135000000000004 -0.11103499999999998 1.0000000180025095e-35 0.0047000000000000011 -0.079354999999999981 -0.083264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 9 -8 -7 13 -11 12 -12 14 -1 17 18 -16 -17 -19 -15 22 24 -23 -21 -25 27 28 29 -27
right_child=-2 -3 4 -5 -6 8 7 -9 -10 10 11 -13 -14 20 15 16 -18 19 -20 21 -22 23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-4.3278157318127344e-05 2.3737034689474969e-05 -2.5618271112242449e-05 -6.364552907391706e-05 7.4128719048034838e-05 -1.6610182880338389e-06 -1.5021068975329399e-08 -4.7913656327063622e-06 6.0910265584306728e-05 -5.2263050383771771e-05 -5.0718379316094801e-05 5.0157825951048711e-06 2.2627968677885031e-05 -4.2113703443092385e-05 2.3234942818817221e-06 6.4793293986440404e-05 -2.0715077437216681e-05 -7.9819555429077639e-05 -3.9652184634839867e-05 4.7061843438314107e-05 3.078566858109343e-06 5.8659382243604338e-05 -0.00010912760739302031 0.00014870976671036695 4.2525636551242019e-05 -5.9873508446344212e-05 1.2516884567048693e-06 -4.8578983000037693e-05 3.0312641796020521e-05 2.6067257581946117e-07 5.6446783029665916e-05
leaf_weight=20 22 28 22 22 268 20 23 23 20 20 56 35 41 20 20 32 22 22 20 122 20 20 21 21 20 32 27 30 2028 24
leaf_count=20 22 28 22 22 268 20 23 23 20 20 56 35 41 20 20 32 22 22 20 122 20 20 21 21 20 32 27 30 2028 24
internal_value=0 -1.68512e-07 6.35279e-08 7.3371e-07 -6.36329e-06 1.48466e-07 5.35189e-07 2.80594e-05 -2.6139e-05 6.15202e-08 -1.09748e-05 -4.95302e-06 -1.49049e-05 7.26938e-07 2.47059e-07 6.00778e-07 -1.99686e-05 1.23845e-06 5.35297e-06 7.01447e-07 3.04914e-05 1.08003e-06 1.41167e-05 1.06166e-07 -5.78792e-06 1.11665e-06 7.10494e-07 1.34002e-06 9.22947e-07 2.49067e-05
internal_weight=0 3099 3071 2781 290 2759 2719 46 40 2673 152 132 97 2521 2481 2461 74 2387 52 2367 40 2345 163 2182 142 2162 2141 2114 2084 56
internal_count=3121 3099 3071 2781 290 2759 2719 46 40 2673 152 132 97 2521 2481 2461 74 2387 52 2367 40 2345 163 2182 142 2162 2141 2114 2084 56
is_linear=0
shrinkage=0.1


Tree=4337
num_leaves=31
num_cat=0
split_feature=421 9 33 2 9 390 42 132 399 15 1 394 147 448 46 45 483 51 49 158 1428 1456 1456 15 1456 13 1456 0 484 52
split_gain=1.45364e-06 2.61291e-06 4.90608e-06 3.59008e-06 2.02452e-06 1.77085e-06 5.64608e-06 1.34185e-06 5.67183e-06 4.81455e-06 2.26109e-06 2.23823e-06 1.30813e-06 2.89323e-06 1.50129e-06 2.04061e-06 1.48172e-06 1.80565e-06 8.26331e-06 3.864e-06 2.53443e-06 1.89402e-06 2.62212e-06 3.63639e-06 2.85444e-06 1.20152e-05 4.17914e-06 1.41225e-05 2.01172e-06 7.98901e-06
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.009184999999999997 -0.15339499999999998 0.085555000000000006 0.087590000000000015 -0.016354999999999998 -0.083449999999999983 0.091580000000000009 0.092400000000000024 0.089625000000000024 0.0047000000000000011 0.097985000000000017 1.0000000180025095e-35 0.096120000000000011 1.0000000180025095e-35 -0.47356499999999996 -0.44986999999999994 0.10969000000000002 0.13270500000000005 -0.070379999999999984 0.11510000000000002 0.092265000000000014 -0.013104999999999999 0.086355000000000015 -0.085744999999999988 0.081770000000000023 -0.087414999999999979 -0.10156 -0.020999999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 7 -7 9 11 10 -4 12 13 14 15 16 -9 18 -18 20 -19 22 24 -24 26 -26 28 -28 29 -22
right_child=1 3 4 -5 -6 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 17 19 -20 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-2.687305503059179e-05 -4.1845656167944459e-05 -1.1688775412039832e-06 2.8874787351175541e-06 5.5673628212389302e-05 2.9762119914306353e-05 5.7922478585429166e-05 -1.1213256022057507e-05 -2.5856266107770023e-05 4.0251203767443909e-05 -4.9255482095759365e-05 -2.6077891407388081e-05 -2.8389998598348552e-05 -1.8392402700173032e-05 3.5607024493283066e-05 2.151258913727361e-05 -2.9934512412696877e-05 1.8730208976194265e-05 3.0725959476074893e-05 -5.7525419041397714e-05 4.4387615416781047e-05 -7.3277442197650094e-06 2.5778729111282576e-05 -5.0998852445142498e-05 4.6447010707039306e-06 -2.6139101912401832e-05 6.8266196746792821e-05 1.5277895793985864e-05 -8.7452399937952265e-05 -3.2817555207349962e-07 6.2385830096900471e-05
leaf_weight=20 28 25 147 20 23 21 27 22 35 25 33 28 38 23 32 23 30 27 27 20 48 28 24 23 26 28 32 23 2190 25
leaf_count=20 28 25 147 20 23 21 27 22 35 25 33 28 38 23 32 23 30 27 27 20 48 28 24 23 26 28 32 23 2190 25
internal_value=0 1.73324e-07 -1.78918e-07 2.40945e-05 2.06376e-07 -1.98413e-08 1.90336e-05 -3.2913e-07 2.52275e-07 -8.13414e-06 -2.42284e-06 -2.62985e-07 2.98954e-08 2.93965e-07 -1.50919e-08 -2.80456e-07 -1.53792e-08 2.07474e-07 -1.73909e-05 6.09682e-07 2.55778e-07 -8.04275e-08 -3.79748e-07 -2.3769e-05 8.36989e-08 2.28118e-05 -4.45773e-07 -2.7682e-05 2.16177e-07 1.65468e-05
internal_weight=0 3101 3056 45 3028 3005 48 2957 2752 205 180 2717 2689 2651 2628 2596 2573 2551 57 2494 2474 2447 2419 47 2372 54 2318 55 2263 73
internal_count=3121 3101 3056 45 3028 3005 48 2957 2752 205 180 2717 2689 2651 2628 2596 2573 2551 57 2494 2474 2447 2419 47 2372 54 2318 55 2263 73
is_linear=0
shrinkage=0.1


Tree=4338
num_leaves=31
num_cat=0
split_feature=394 394 1184 394 1176 1186 0 1183 1211 50 1186 42 13 13 393 1200 1203 402 1210 1209 42 1213 42 1212 401 12 42 402 1213 0
split_gain=1.30555e-06 4.6661e-06 3.03907e-06 2.01559e-06 3.64387e-06 2.24158e-06 1.10759e-05 1.61872e-06 1.38003e-06 6.03523e-06 2.91405e-06 2.77108e-06 4.10062e-06 3.45914e-06 2.59766e-06 1.29099e-06 3.2906e-06 1.33418e-06 3.87086e-06 1.59233e-06 8.8488e-06 2.70025e-06 9.27845e-06 2.77741e-06 9.92055e-06 8.86889e-06 1.34195e-05 3.05208e-06 2.97184e-06 9.03308e-06
threshold=-0.15150999999999998 -0.11103499999999998 0.088760000000000019 -0.09139499999999999 1.0000000180025095e-35 0.0044650000000000011 -0.082284999999999983 -0.082229999999999984 0.089850000000000013 0.096900000000000014 -0.094609999999999986 0.097020000000000009 -0.012549999999999997 -0.088464999999999988 0.10277000000000001 0.089625000000000024 0.094640000000000016 -0.45015499999999992 0.24726500000000004 -0.084519999999999984 0.087505000000000013 0.08593000000000002 0.088915000000000008 -0.089544999999999986 0.11602000000000001 0.089210000000000025 0.086375000000000021 0.11522000000000002 -0.087969999999999979 -0.085754999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 -5 10 11 -9 12 13 -10 15 16 17 -12 19 20 -19 23 -23 25 27 26 -21 28 29 -25
right_child=1 2 -4 4 -6 6 -8 8 9 -11 14 -13 -14 -15 -16 -17 -18 18 -20 21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.7950068959748935e-05 4.8377679922850804e-05 2.9671274387510496e-05 -3.7992606493866161e-05 2.7576108190953078e-05 -3.7319270422058864e-05 -2.2533863670202795e-05 6.9041414535604416e-05 -3.6990930940109224e-05 -3.8308579860313333e-06 5.6268634887640911e-05 -2.0324612812734867e-05 -2.791943537616775e-05 -2.2880434451508336e-05 5.1486463990631122e-05 3.4585068836652986e-05 2.0643477741292112e-05 -4.1352229400217768e-05 2.6423659737365261e-05 3.9589910738868642e-05 -2.3562332971778231e-06 -4.9770583292619059e-05 -1.3158412745421325e-05 6.4390336164824139e-05 -6.4849894235002075e-05 -7.1664133024569303e-05 -1.5294569246988332e-05 0.00010607828853175133 3.6132896473811179e-05 -7.1389179958895806e-07 1.2373153841701536e-05
leaf_weight=40 20 23 21 21 26 28 25 22 20 23 34 27 25 26 21 28 20 27 24 25 35 36 27 28 20 45 21 22 2328 33
leaf_count=40 20 23 21 21 26 28 25 22 20 23 34 27 25 26 21 28 20 27 24 25 35 36 27 28 20 45 21 22 2328 33
internal_value=0 2.33038e-07 -8.15296e-08 1.80356e-07 -4.44669e-08 2.79553e-07 2.0662e-05 -8.81358e-08 -2.87296e-07 1.01684e-05 -7.39776e-07 -6.51068e-07 9.71859e-06 2.74355e-05 -4.52276e-07 -7.19543e-07 -9.39053e-07 -6.40249e-07 -3.89681e-07 -7.5217e-07 -1.65892e-05 -3.72326e-07 2.00768e-05 -8.83148e-07 -1.52521e-06 1.6269e-05 4.71465e-05 -9.43384e-07 -1.28482e-06 -2.30735e-05
internal_weight=0 3081 3061 3040 3017 2991 53 2938 2917 121 2796 98 71 46 2774 2753 2725 2705 2671 2647 62 2585 63 2522 2431 91 46 2411 2389 61
internal_count=3121 3081 3061 3040 3017 2991 53 2938 2917 121 2796 98 71 46 2774 2753 2725 2705 2671 2647 62 2585 63 2522 2431 91 46 2411 2389 61
is_linear=0
shrinkage=0.1


Tree=4339
num_leaves=31
num_cat=0
split_feature=390 12 133 1186 132 43 1204 393 50 15 16 16 16 1213 42 3 4 0 3 4 52 42 133 2 403 1 133 2 52 133
split_gain=1.29697e-06 4.49292e-06 1.22315e-06 4.52972e-06 2.91828e-06 3.68582e-05 3.53232e-05 7.05709e-06 3.44224e-06 7.12541e-06 3.31338e-06 6.01565e-06 5.0792e-06 1.43948e-05 2.23082e-05 1.11646e-05 3.60855e-06 3.18529e-06 4.62789e-06 3.13633e-06 4.08666e-06 6.51766e-06 4.64071e-06 2.90132e-06 6.01845e-06 2.52246e-06 1.99239e-06 1.03186e-05 6.51648e-06 2.78115e-06
threshold=0.087590000000000015 0.088485000000000022 -0.012979999999999998 -0.088079999999999978 -0.083284999999999984 -0.011694999999999999 -0.081484999999999988 0.10317000000000003 0.096900000000000014 0.090615000000000015 -0.093244999999999981 -0.11118499999999999 -0.08595499999999999 -0.083944999999999978 0.087075000000000014 -0.082234999999999989 0.053925000000000008 -0.11991499999999998 -0.080484999999999987 -0.088784999999999989 0.10263500000000002 0.094935000000000005 -0.054584999999999995 0.086675000000000016 0.064330000000000012 0.089625000000000024 -0.007154999999999999 0.083995000000000014 0.085815000000000016 -0.0023199999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 -6 25 10 -10 11 17 13 14 -12 -15 19 -8 -19 -14 21 22 23 -21 -25 -7 27 -5 -29 -28
right_child=1 -3 3 26 6 7 8 -9 9 -11 12 -13 16 15 -16 -17 -18 18 -20 20 -22 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=0.0001147392192285258 -1.5224274773117942e-05 4.4776555324250905e-05 4.1562462434672789e-05 -3.9417256564113568e-05 -0.00013790954166324811 5.1702027131897117e-06 1.9147330992079029e-05 -6.7665926899280741e-05 -4.3246717615375024e-06 6.8778415045471784e-05 -4.8920682943558116e-05 4.5836708966362498e-05 -3.0118936249184319e-05 -3.0145909903783125e-05 8.8502896237297973e-05 -0.00012333151520579124 -4.0892456201452829e-05 1.5223951743337239e-05 -4.1789562539114353e-05 -9.6614865166581399e-06 -3.114752822148148e-05 6.4234451292577441e-05 -3.273816590889409e-05 -2.5284125226071893e-06 5.4946459675712891e-05 -2.6468028289465501e-05 -2.4481604664881321e-05 2.9932926736364608e-07 7.5610341446008541e-05 3.6098045424784909e-07
leaf_weight=27 24 26 27 22 20 90 36 20 40 20 27 32 27 36 21 20 22 24 35 36 25 21 27 38 35 35 46 20 27 2215
leaf_count=27 24 26 27 22 20 90 36 20 40 20 27 32 27 36 21 20 22 24 35 36 25 21 27 38 35 35 46 20 27 2215
internal_value=0 1.59762e-05 -2.60114e-07 8.38307e-07 -3.88614e-06 7.46266e-06 -7.4876e-06 -1.2513e-05 -2.49059e-06 2.0043e-05 -5.41703e-06 8.33716e-06 -1.06313e-05 -2.89825e-05 1.12021e-05 -6.34265e-05 -2.3693e-06 -4.29427e-06 -1.85976e-05 1.68577e-06 6.40405e-06 1.23836e-05 4.37722e-06 1.35709e-05 2.5028e-05 -3.6885e-06 3.66397e-07 1.71056e-05 4.35631e-05 -1.44441e-07
internal_weight=0 50 3071 2357 714 172 542 145 522 60 462 127 335 104 48 56 231 95 59 209 182 157 136 109 73 125 2330 69 47 2261
internal_count=3121 50 3071 2357 714 172 542 145 522 60 462 127 335 104 48 56 231 95 59 209 182 157 136 109 73 125 2330 69 47 2261
is_linear=0
shrinkage=0.1


Tree=4340
num_leaves=31
num_cat=0
split_feature=132 1185 1203 16 16 403 2 1204 130 1420 157 472 1420 153 11 1428 12 12 3 52 52 475 4 52 155 43 45 11 33 13
split_gain=1.36801e-06 5.40486e-06 4.34898e-06 1.26145e-06 1.75919e-06 2.52289e-06 2.71141e-06 2.53004e-06 1.84301e-06 1.18404e-06 3.34432e-06 3.82584e-06 1.91696e-06 1.99014e-06 1.36881e-06 5.90432e-06 5.8766e-06 9.66086e-06 3.11403e-06 2.08364e-06 5.78726e-06 4.5812e-06 3.63301e-06 2.57092e-06 5.42885e-06 1.79147e-06 1.8488e-06 7.88615e-06 4.90251e-06 2.2275e-06
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.097644999999999996 -0.090054999999999982 -0.08989999999999998 0.097385000000000013 -0.08483499999999998 0.0084900000000000028 -0.079539999999999986 -0.090569999999999998 -0.081069999999999989 -0.052439999999999994 0.086100000000000024 0.090070000000000025 0.093045000000000017 0.10149500000000002 0.092755000000000018 -0.15447499999999995 -0.56368999999999991 -0.55061999999999989 0.058495000000000012 -0.0024449999999999997 -0.53964499999999982 0.10022500000000002 0.31463000000000002 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 -0.089109999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 7 -7 -9 10 -3 -12 -11 14 15 19 17 -16 -18 -14 -21 23 -23 -22 25 26 27 -25 -29 -30
right_child=1 9 -4 4 5 6 -8 8 -10 12 11 -13 13 -15 16 -17 18 -19 -20 20 21 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=1.5726012716186233e-05 4.9948520873757927e-05 2.2463683053501881e-05 -5.2098034284426828e-05 -2.94097449763545e-05 3.092374763582484e-05 1.1479176332200455e-05 1.5392506300789441e-05 -1.4829975541368569e-05 -5.1199381579697902e-05 2.6555419898548802e-05 -2.8938849445400978e-06 -5.7420604438944292e-05 2.7237633661696177e-05 -3.1172472918115088e-05 -7.7971828068257311e-06 -4.3317000006115245e-05 -3.2329981822191001e-05 9.0492468334559827e-05 1.6226852363615765e-05 -4.7598054748959842e-05 -3.1697237820480951e-05 6.4410875556291113e-05 4.8583151597302366e-06 5.4827543072650979e-05 4.2815152167653047e-05 2.6654193905415012e-05 -2.53504578409022e-05 -4.5513487323963392e-05 -6.4708010681948676e-06 1.3741952517869473e-06
leaf_weight=30 22 20 20 28 20 22 36 38 22 28 31 22 29 20 20 31 28 20 25 25 25 20 21 26 30 25 29 24 445 1939
leaf_count=30 22 20 20 28 20 22 36 38 22 28 31 22 29 20 20 31 28 20 25 25 25 20 21 26 30 25 29 24 445 1939
internal_value=0 5.70891e-07 -7.67792e-06 -3.14526e-06 -6.55573e-06 -1.91868e-06 -7.4852e-06 -1.75291e-05 -2.81654e-05 1.94093e-07 -1.23793e-05 -2.55276e-05 5.20733e-07 2.58702e-07 4.86299e-07 7.07459e-08 1.24122e-05 4.13476e-05 -9.42581e-06 5.8061e-07 2.84307e-07 7.47565e-07 3.39083e-05 2.12924e-07 5.29745e-07 1.98722e-08 -2.50472e-07 4.85828e-08 -5.42884e-07 -9.01602e-08
internal_weight=0 2905 216 196 166 138 118 82 60 2883 73 53 2810 2782 2762 2669 93 40 53 2638 2609 2584 41 2543 2518 2488 2463 2434 2408 2384
internal_count=3121 2905 216 196 166 138 118 82 60 2883 73 53 2810 2782 2762 2669 93 40 53 2638 2609 2584 41 2543 2518 2488 2463 2434 2408 2384
is_linear=0
shrinkage=0.1


Tree=4341
num_leaves=31
num_cat=0
split_feature=1429 474 155 16 12 155 156 156 1454 15 156 1 1 121 124 39 43 42 12 52 12 1456 471 471 129 1182 132 1185 403 132
split_gain=1.22352e-06 3.20997e-06 1.74516e-06 1.6305e-06 5.02168e-06 2.70278e-06 2.31954e-06 2.09219e-06 4.81532e-06 3.01002e-06 5.70804e-06 3.66496e-06 2.63363e-06 4.30921e-06 2.52203e-06 1.74637e-06 1.59022e-06 1.67984e-06 1.63545e-06 4.91245e-06 3.761e-06 2.78091e-06 3.72031e-06 2.21066e-06 1.97048e-06 1.9583e-06 1.93128e-06 7.19745e-06 3.9435e-06 1.08408e-05
threshold=0.12521000000000002 -0.26322499999999993 0.14230000000000001 0.63167000000000006 0.090020000000000017 0.11854500000000001 0.11850000000000001 0.09747500000000002 0.11562500000000002 -0.03241999999999999 0.10541000000000002 0.111945 0.16540500000000002 -0.094339999999999993 0.0049200000000000008 0.10031500000000002 -0.53814999999999991 0.15432000000000004 0.12477500000000001 1.0000000180025095e-35 0.11734000000000001 0.11510000000000002 0.094575000000000006 0.089900000000000022 0.11266500000000002 0.086460000000000009 -0.083174999999999985 -0.014244999999999999 -0.074254999999999988 -0.1075
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 8 12 10 -9 -12 13 -3 16 -16 -15 18 20 -20 21 22 23 24 25 26 28 -28 -18 -30
right_child=-2 2 -4 4 -6 -7 -8 9 -10 -11 11 -13 -14 14 15 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-3.2711098647268955e-05 2.4654447624925524e-05 -4.237341316487194e-05 2.9602142094518056e-05 1.1694646809701226e-05 -5.6152296529035092e-05 3.0110962938276014e-05 -2.528478249183132e-05 6.8454250902591623e-05 -4.5854058644972218e-05 -1.3156155933580932e-05 -1.2634598053611828e-05 3.6103871903597556e-05 3.4552506919929078e-05 2.5366818423814648e-05 3.5919256730597806e-05 8.8000200048554691e-07 4.2503177242843084e-06 -2.9362140776356685e-05 4.5330561292287498e-05 -1.3392465124135406e-05 -3.9238963858224455e-05 3.1659876212533739e-05 -4.0639323892917127e-05 2.7704107161038599e-05 3.0710973005625421e-05 -2.865030798420776e-05 5.8520044383060719e-05 -2.9507283706514464e-07 -3.4922401452301228e-06 -8.3014684275894981e-05
leaf_weight=30 20 24 20 24 20 30 36 21 23 31 36 27 22 24 33 25 86 20 29 28 25 27 23 28 20 25 21 2259 60 24
leaf_count=30 20 24 20 24 20 30 36 21 23 31 36 27 22 24 33 25 86 20 29 28 25 27 23 28 20 25 21 2259 60 24
internal_value=0 -1.59007e-07 1.58988e-07 -3.40184e-08 -1.91449e-05 2.45622e-07 -5.53391e-08 2.53488e-07 -2.84554e-07 1.34753e-05 2.33036e-05 8.25332e-06 8.93662e-08 -1.83266e-07 1.84004e-07 2.08161e-05 -2.59368e-07 -4.89286e-07 -2.71788e-07 1.64842e-05 -6.39412e-07 -2.64368e-07 -6.02921e-07 -2.37943e-07 -5.51522e-07 -8.04148e-07 -5.20003e-07 2.46645e-07 -1.08021e-05 -2.62129e-05
internal_weight=0 3101 3071 3051 44 3007 2977 2941 2826 115 84 63 2803 2781 2757 58 2699 2675 2655 57 2598 2573 2546 2523 2495 2475 2450 2280 170 84
internal_count=3121 3101 3071 3051 44 3007 2977 2941 2826 115 84 63 2803 2781 2757 58 2699 2675 2655 57 2598 2573 2546 2523 2495 2475 2450 2280 170 84
is_linear=0
shrinkage=0.1


Tree=4342
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 131 132 399 10 0 0 10 0 33 31 43 3 3 2 16 0 13 3 13 2 13 13 13 14 0 1
split_gain=1.23679e-06 3.77211e-05 2.15272e-05 4.83864e-06 1.32357e-06 2.39133e-06 1.4092e-06 1.2612e-06 9.06999e-06 9.41478e-06 2.01376e-06 4.03577e-06 1.67948e-06 1.61781e-06 3.42527e-06 1.57656e-06 6.89856e-06 4.7993e-06 1.31479e-05 4.74583e-06 4.54966e-06 1.04542e-05 4.80247e-06 8.15875e-06 6.13208e-06 5.26761e-06 5.91653e-06 4.22123e-06 3.49714e-06 6.03296e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.076979999999999979 -0.40070499999999992 0.086815000000000017 -0.011559999999999999 -0.10224499999999999 -0.087414999999999979 -0.38124499999999995 -0.057069999999999989 -0.012019999999999998 -1.0000000180025095e-35 -0.081779999999999978 -0.0037349999999999996 -0.0080949999999999998 0.082275000000000015 -0.056919999999999991 0.051010000000000007 -0.13710499999999998 -0.14989499999999997 -0.10278499999999999 0.087955000000000019 -0.097984999999999989 -0.096404999999999991 -0.094514999999999988 -0.087574999999999986 -0.23051499999999997 0.10205500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 -7 8 -4 -10 -11 -12 -9 14 -14 16 20 18 -17 28 21 -15 23 -22 -24 -26 -27 -28 29 -19
right_child=2 -3 7 -5 5 6 -8 12 9 10 11 -13 13 15 -16 17 -18 19 -20 -21 22 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=1.7389491125641145e-05 -9.9090793181941001e-05 0.00013468272785151689 -6.4801009511938903e-05 -5.2905803825069606e-05 -3.7189287559158403e-05 2.3025924416618764e-05 -4.8316461236306806e-06 2.5935989553825215e-05 6.4964283546942175e-05 8.9754770669969733e-06 -5.2390437716780985e-05 6.3356012395326447e-06 4.4387199955053807e-06 1.6879363770107265e-06 -4.8219042322931015e-05 8.811023625791374e-05 -4.6466327830785303e-05 -4.1332021011877097e-05 -1.7695178109494485e-05 4.3988261747402323e-05 -1.3335679323063234e-05 -8.003595070002359e-05 -5.0898000881716147e-05 7.3144699748202893e-05 4.9694351533120927e-05 -4.3582113175943962e-05 3.4170204401705536e-05 5.1923259736459297e-07 5.4614069270689656e-06 7.5699448643717918e-06
leaf_weight=32 22 21 24 20 20 22 104 26 20 28 25 22 30 49 21 24 32 49 23 26 20 23 23 24 22 30 38 1960 289 52
leaf_count=32 22 21 24 20 20 22 104 26 20 28 25 22 30 49 21 24 32 49 23 26 20 23 23 24 22 30 38 1960 289 52
internal_value=0 7.24648e-06 -5.46863e-07 -6.26949e-06 -1.02945e-06 -5.06648e-06 3.23741e-08 2.05903e-07 -9.87397e-06 4.00233e-06 -1.22542e-05 -2.49017e-05 6.40349e-07 3.99879e-07 -1.72439e-05 7.35137e-07 -3.71436e-07 6.04334e-06 3.63331e-05 2.62118e-06 3.02404e-07 -2.44183e-05 1.14317e-06 3.38354e-05 4.49263e-07 1.02535e-06 4.97387e-07 1.15924e-06 -1.36629e-07 -1.61548e-05
internal_weight=0 219 2902 198 178 146 126 2880 119 95 75 47 2761 2735 51 2684 2221 463 47 416 2189 72 2117 44 2073 2050 2028 1998 390 101
internal_count=3121 219 2902 198 178 146 126 2880 119 95 75 47 2761 2735 51 2684 2221 463 47 416 2189 72 2117 44 2073 2050 2028 1998 390 101
is_linear=0
shrinkage=0.1


Tree=4343
num_leaves=31
num_cat=0
split_feature=46 44 1428 473 471 1 1 0 16 4 1 484 10 49 2 34 9 1 1 1 0 1 1 160 0 43 0 16 0 51
split_gain=1.19837e-06 4.38277e-06 2.42254e-06 2.53516e-06 2.25266e-06 1.52181e-06 7.47393e-06 1.06307e-05 1.41103e-05 1.27009e-05 7.43269e-06 6.27691e-06 7.83438e-06 1.2773e-05 6.64196e-06 5.38448e-06 7.80193e-06 3.99731e-06 6.19665e-06 1.8173e-05 9.27689e-06 6.63126e-06 4.92798e-06 7.57392e-06 6.23893e-06 9.87898e-06 4.21379e-06 3.23595e-06 3.19315e-06 7.6261e-06
threshold=0.084955000000000017 0.10049500000000001 -0.071779999999999997 -0.072684999999999986 -0.071899999999999978 0.10293500000000001 0.107145 -0.14794999999999997 1.0000000180025095e-35 -0.0047449999999999992 0.10752500000000002 0.10126500000000001 -0.38124499999999995 -0.046979999999999987 0.16394500000000004 -0.057544999999999992 0.086220000000000005 0.096255000000000021 0.094090000000000021 0.093400000000000025 -0.077084999999999987 0.092390000000000014 0.096860000000000016 -0.0094199999999999978 -0.071339999999999987 -0.010344999999999998 -0.23051499999999997 -0.5224049999999999 -0.097024999999999986 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 15 7 -7 9 -9 -8 12 13 -12 -14 -6 17 18 19 21 -20 26 -19 -24 25 -25 -17 -28 29 -29
right_child=1 -3 3 4 5 6 10 8 -10 -11 11 -13 14 -15 -16 16 -18 22 20 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-2.761315868156089e-05 5.1327861583558843e-05 -1.0434880756225472e-05 3.5531519697542537e-05 -2.6580517578622678e-05 4.4898839639375059e-05 2.3139344726775469e-05 6.0336388814903328e-05 -0.00014232753809275374 -2.2147360671927646e-06 -3.0979112571003499e-05 -1.3457806198857725e-05 -5.2860694090075256e-05 -3.2762259401976578e-07 9.9560102589748561e-05 -5.4280739077701893e-05 4.1892642868333496e-05 -5.9893132752871939e-05 6.3063269043693387e-05 -7.337670430323281e-05 9.6120050702666059e-05 5.4408433811659052e-06 -4.2206558504808023e-05 6.4818235819075207e-05 1.2652397904625664e-05 2.8498868612266106e-05 -8.0830757360672586e-05 3.3743738615534124e-05 -1.8488624584016827e-06 1.7096862578214582e-06 -4.4393834977868741e-05
leaf_weight=32 20 27 20 32 28 29 20 21 36 20 20 23 463 20 24 25 21 21 28 20 32 36 20 26 34 20 29 222 1700 52
leaf_count=32 20 27 20 32 28 29 20 21 36 20 20 23 463 20 24 25 21 21 28 20 32 36 20 26 34 20 29 222 1700 52
internal_value=0 1.58471e-05 -2.42292e-07 4.56334e-08 -1.89217e-07 9.32317e-08 -4.08077e-06 -2.84637e-05 -4.78986e-05 -8.80112e-05 4.53598e-07 -1.72396e-06 5.07816e-07 4.30511e-05 -2.9865e-06 1.3126e-06 7.78738e-07 1.34126e-06 3.4326e-07 1.25547e-06 -3.13407e-05 3.36235e-07 1.90248e-05 9.77673e-06 -3.98364e-06 -2.79925e-05 1.09143e-06 5.82181e-07 9.50049e-08 -9.92309e-06
internal_weight=0 47 3074 3042 3022 2990 676 106 77 41 570 550 527 40 487 2314 2286 2265 2144 2084 60 2064 121 100 80 46 2028 2003 1974 274
internal_count=3121 47 3074 3042 3022 2990 676 106 77 41 570 550 527 40 487 2314 2286 2265 2144 2084 60 2064 121 100 80 46 2028 2003 1974 274
is_linear=0
shrinkage=0.1


Tree=4344
num_leaves=31
num_cat=0
split_feature=475 1 4 475 157 156 12 151 52 474 472 156 1429 474 1429 0 0 16 52 48 16 150 52 158 484 42 43 16 15 12
split_gain=1.30297e-06 4.21481e-06 4.56377e-06 2.34959e-06 1.20606e-05 1.21654e-05 1.42454e-05 3.24407e-06 1.70958e-06 1.51577e-06 1.55713e-06 2.10689e-06 2.41151e-06 3.39368e-06 6.91953e-06 1.89249e-06 7.34563e-06 5.12791e-06 1.23587e-05 4.76225e-06 6.29914e-06 7.46007e-06 2.2923e-06 2.06183e-06 1.43927e-05 1.14772e-05 6.808e-06 8.00744e-06 4.51725e-06 3.25885e-06
threshold=-0.10664 0.10234000000000001 -0.041644999999999995 -0.085719999999999977 -0.086394999999999986 0.087610000000000007 0.083985000000000018 -0.52488999999999986 -0.57009999999999994 -0.090834999999999985 -0.085844999999999991 0.11969000000000002 -1.0000000180025095e-35 0.091180000000000011 -0.081904999999999992 -0.14794999999999997 -0.14649999999999996 -0.073849999999999985 -0.080114999999999978 -0.072824999999999987 -0.095094999999999985 0.095275000000000012 0.15915500000000002 0.10667500000000002 0.090535000000000018 0.095885000000000012 -0.011694999999999999 -0.014754999999999999 -0.065449999999999994 0.22926500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -6 -5 -9 -10 -11 12 13 14 -12 17 -17 19 -19 -14 21 22 -21 29 25 26 27 -25 -29 -18
right_child=3 -3 -4 7 5 -7 -8 8 9 10 11 -13 15 -15 -16 16 23 18 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-5.7718634424317211e-05 8.2787379020980256e-05 1.9742385403434229e-05 4.2404142193306513e-07 -3.2362637032366046e-05 -8.1989292378309013e-05 5.7469928748332677e-05 1.8381449133871247e-05 2.9294728265085726e-05 -2.2790259566230316e-05 2.5035229919012638e-05 1.4721944299868911e-06 -2.7326738225903163e-05 -4.4674356269586667e-05 -1.7748290974850534e-05 7.2490856331094866e-05 -6.0014739522427723e-05 -2.7797403331082188e-07 -1.2334207531239373e-05 6.8917763933430435e-05 1.0266757456551188e-05 -3.6939219426130877e-05 7.0103588204801777e-05 -2.6729200835688972e-05 4.4943722463762649e-05 -8.6656151473686233e-05 6.6593268308100636e-05 -5.9609215126480802e-05 1.1481739170449147e-05 -5.2279748993896647e-05 3.755353066668724e-05
leaf_weight=27 21 27 27 31 26 24 31 20 29 25 34 28 22 20 23 21 2274 36 39 103 30 20 20 27 22 22 24 20 25 23
leaf_count=27 21 27 27 31 26 24 31 20 29 25 34 28 22 20 23 21 2274 36 39 103 30 20 20 27 22 22 24 20 25 23
internal_value=0 -1.25174e-05 -2.86473e-05 3.3352e-07 1.52541e-05 -2.25455e-06 -2.74017e-05 -1.84485e-07 1.5866e-07 -4.31828e-08 1.87631e-07 -3.16385e-08 2.40826e-07 1.76932e-05 3.01288e-05 -2.51782e-07 -1.12473e-06 7.69523e-06 2.99168e-05 -8.51532e-07 4.72131e-06 1.34613e-05 4.25115e-06 -6.17261e-07 -1.23992e-05 1.44536e-06 -1.34844e-05 1.89058e-06 -2.39413e-05 1.00835e-07
internal_weight=0 81 54 3040 102 81 57 2938 2907 2887 2858 2833 2805 77 57 2728 2458 270 75 195 173 143 123 2437 140 118 96 72 45 2297
internal_count=3121 81 54 3040 102 81 57 2938 2907 2887 2858 2833 2805 77 57 2728 2458 270 75 195 173 143 123 2437 140 118 96 72 45 2297
is_linear=0
shrinkage=0.1


Tree=4345
num_leaves=31
num_cat=0
split_feature=44 10 0 15 1 9 33 0 31 39 2 0 0 2 16 12 0 475 475 475 1371 156 12 151 13 3 1210 51 51 158
split_gain=1.29571e-06 1.70993e-06 1.09076e-05 7.45864e-06 4.81546e-06 1.76076e-06 1.05476e-05 4.24245e-06 1.21192e-06 3.20774e-06 1.92501e-06 1.26892e-06 2.89832e-06 9.31284e-06 5.1675e-06 2.17006e-06 2.08527e-06 2.17678e-06 2.48792e-06 6.52282e-06 7.10413e-06 5.96159e-06 2.24519e-06 2.158e-06 1.85783e-06 6.47559e-06 2.18901e-05 1.18815e-05 9.7349e-06 5.23017e-06
threshold=0.094585000000000016 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 0.10022000000000002 0.092235000000000011 -0.012019999999999998 -0.0058249999999999994 -1.0000000180025095e-35 0.090455000000000021 -1.0000000180025095e-35 0.13134000000000004 0.10455500000000001 0.10559 0.6352000000000001 0.091200000000000017 0.056435000000000006 -0.10664 -0.086304999999999979 -0.085774999999999976 0.083235000000000017 0.085790000000000019 0.08815000000000002 -0.52488999999999986 -0.089109999999999981 -0.078724999999999976 -0.018549999999999994 0.095375000000000015 0.081440000000000026 0.085620000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -3 -7 9 -8 -10 12 16 -14 -15 -13 17 22 21 -20 23 -19 -12 -21 25 26 -25 29 -28 -27
right_child=-2 5 3 4 -6 7 8 -9 10 -11 11 15 13 14 -16 -17 -18 18 19 20 -22 -23 -24 24 -26 27 28 -29 -30 -31
leaf_value=-7.5525080220276405e-05 1.8113012510394373e-05 7.1144546538042574e-05 3.8449513484313985e-05 -5.9214613447693419e-05 1.4067786842612182e-06 -5.3426408785526289e-05 -4.4897074468237756e-05 1.0210121019388845e-05 2.636853761422182e-05 8.1178964901482693e-06 -4.36333710714952e-05 -7.6230092823997048e-06 -7.6034784883848342e-05 3.9341517620786452e-05 -2.7755370259304375e-05 2.8865947462737754e-05 3.2369527989430939e-05 -7.9462677915996335e-06 -5.7011361132026647e-05 -2.7944621264655974e-05 4.267269431670101e-05 5.3364699494428857e-05 -1.7959070740697168e-06 -0.0001083055072778431 1.1927646854575794e-06 -1.1338176140225427e-05 1.7660876563274369e-06 6.1558050715988926e-05 -6.7730678386831888e-05 4.0065207307950757e-05
leaf_weight=22 39 21 36 20 38 20 21 22 28 25 23 28 21 22 24 39 20 35 20 28 39 29 29 24 2064 142 163 33 23 23
leaf_count=22 39 21 36 20 38 20 21 22 28 25 23 28 21 22 24 39 20 35 20 28 39 29 29 24 2064 142 163 33 23 23
internal_value=0 -2.29206e-07 -1.21397e-05 2.69519e-06 -1.94971e-05 2.36612e-07 5.28624e-07 -2.0093e-05 1.77961e-08 -1.60846e-05 2.77057e-07 1.88173e-08 -3.1104e-07 -2.08559e-05 4.33445e-06 1.36168e-05 1.99723e-07 -4.07993e-08 3.6085e-07 -1.262e-07 3.21891e-07 1.98353e-05 -2.03009e-05 -3.38782e-07 -2.60942e-08 -6.19209e-06 -1.84251e-05 6.7823e-06 -6.8276e-06 -4.17286e-06
internal_weight=0 3082 116 94 58 2966 2924 42 2903 46 2857 2829 2762 67 46 67 2695 2675 2623 2559 2539 64 52 2500 2472 408 210 198 186 165
internal_count=3121 3082 116 94 58 2966 2924 42 2903 46 2857 2829 2762 67 46 67 2695 2675 2623 2559 2539 64 52 2500 2472 408 210 198 186 165
is_linear=0
shrinkage=0.1


Tree=4346
num_leaves=31
num_cat=0
split_feature=12 130 15 130 394 4 1204 1203 1176 1176 1183 52 52 483 160 42 12 1213 52 1213 1213 43 52 0 13 16 43 2 402 42
split_gain=1.28051e-06 2.55183e-06 1.27407e-06 1.4813e-06 1.72288e-06 3.43679e-06 1.37685e-06 1.7649e-06 1.48734e-06 1.67211e-06 1.4078e-06 1.34824e-06 4.44656e-06 6.59417e-06 6.7867e-06 4.18317e-06 7.20646e-06 4.95954e-06 7.21601e-06 6.6712e-06 7.90664e-06 4.73041e-06 9.60539e-06 1.04169e-05 7.60934e-06 1.62275e-05 7.76056e-06 1.48244e-05 1.44385e-05 1.44074e-05
threshold=0.23631000000000002 -0.22461999999999996 0.23208000000000004 -0.14628999999999995 0.013605000000000001 -0.082349999999999993 0.058775000000000008 -1.0000000180025095e-35 0.086510000000000017 1.0000000180025095e-35 -0.073809999999999973 0.0031350000000000002 0.008405000000000001 -0.23605499999999999 0.10493500000000001 0.11720500000000002 0.11586 -0.09411499999999999 0.088555000000000009 -0.088064999999999991 -0.086554999999999979 -0.067899999999999974 0.084960000000000022 -0.086234999999999992 -0.077799999999999994 0.042200000000000008 0.055925000000000009 0.091895000000000018 -0.011165 0.090395000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 -5 9 10 -9 -12 -13 -14 15 17 -17 18 -15 -19 -21 -22 23 -23 26 -26 28 -28 -24 -30
right_child=-2 2 -4 4 5 -7 -8 8 -10 -11 11 12 13 14 -16 16 -18 19 -20 20 21 22 24 -25 25 -27 27 -29 29 -31
leaf_value=3.0783092774476645e-05 -2.3508265518973096e-05 -2.6742683465792133e-05 2.2855685278955208e-05 2.6818056524765174e-05 -9.9809468520106757e-06 4.7295350172631025e-05 -2.5299157972436991e-05 1.924612715811236e-05 2.438215936611717e-05 -2.80791749921925e-05 1.0234774601851527e-06 -4.1422299012386551e-05 5.3095941174909796e-05 6.1047320117982713e-05 -5.6061746848475503e-05 5.2638084785680152e-05 -1.7658239295997191e-05 -5.906136349316828e-05 -5.4914132656099711e-06 5.6115797356358681e-05 1.9892862312808951e-06 -8.9328090098206303e-05 -7.9056608921659768e-05 -5.8078731269363619e-06 -8.4803910177027155e-06 -8.8654328082439276e-05 -8.7555177669855768e-06 0.00010379725839481001 -1.2845816574649928e-05 8.091821149244663e-05
leaf_weight=27 23 21 24 24 20 22 22 36 24 22 1790 30 21 28 24 35 25 23 39 21 388 32 21 28 195 29 25 22 57 23
leaf_count=27 23 21 24 24 20 22 22 36 24 22 1790 30 21 28 24 35 25 23 39 21 388 32 21 28 195 29 25 22 57 23
internal_value=0 1.7453e-07 -9.45786e-08 -2.75349e-07 -9.16691e-08 2.00209e-05 -3.74755e-07 -1.89631e-07 -4.10252e-07 -6.14445e-07 -4.05516e-07 -6.53225e-07 -3.4687e-06 -2.36966e-06 -3.51722e-06 -2.2447e-06 2.33479e-05 -3.89407e-06 2.23158e-05 -5.92655e-06 -4.4734e-06 -6.02507e-06 -1.32232e-05 -5.0352e-05 -7.23463e-06 -1.88601e-05 1.03606e-05 4.39288e-05 -5.26021e-06 1.41113e-05
internal_weight=0 3098 3071 3047 3026 42 2984 2962 2938 2914 2892 2856 1066 1036 1015 991 60 931 67 864 841 820 432 60 372 224 148 47 101 80
internal_count=3121 3098 3071 3047 3026 42 2984 2962 2938 2914 2892 2856 1066 1036 1015 991 60 931 67 864 841 820 432 60 372 224 148 47 101 80
is_linear=0
shrinkage=0.1


Tree=4347
num_leaves=31
num_cat=0
split_feature=130 39 42 42 15 49 399 132 1204 132 15 1204 1185 1186 15 1204 15 42 2 159 159 159 159 16 1 1 133 160 12 12
split_gain=1.21014e-06 2.87497e-06 1.38916e-06 2.07231e-06 7.05829e-06 5.18832e-06 2.1046e-06 3.41264e-06 2.28487e-06 2.18623e-06 4.24969e-05 3.55251e-05 5.38628e-06 4.54221e-06 1.84811e-06 3.27055e-06 2.20803e-06 2.54076e-06 1.76457e-06 1.615e-06 5.66751e-06 1.11144e-05 3.76248e-06 2.97904e-06 5.37107e-06 8.58554e-06 4.72424e-06 4.93396e-06 2.602e-06 6.86446e-06
threshold=-0.23647499999999996 0.15438500000000002 -0.23802999999999999 -0.16797499999999996 -0.047714999999999987 0.10000000000000002 -0.065739999999999979 -0.0044849999999999985 0.057120000000000011 -0.083284999999999984 0.091915000000000011 -0.081664999999999988 -0.083264999999999992 1.0000000180025095e-35 -0.066844999999999988 -0.0030749999999999996 -0.099734999999999976 -0.018024999999999996 0.084550000000000014 -0.10909999999999999 -0.092414999999999983 -0.088129999999999986 -0.085179999999999992 0.062650000000000025 0.099660000000000012 0.093400000000000025 0.090445000000000011 -0.15400999999999995 0.094225000000000017 0.095935000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -5 9 10 13 -11 -13 14 16 18 17 -8 -16 23 -21 -22 -23 24 25 26 -14 -28 -24 -30
right_child=1 -3 3 6 -6 -7 8 -9 -10 11 -12 12 19 -15 15 -17 -18 -19 -20 20 21 22 28 -25 -26 -27 27 -29 29 -31
leaf_value=-2.4519220924048573e-05 2.2472167216215491e-05 3.4634704229574707e-05 -3.0473904444079382e-05 2.269514883199347e-06 -6.7216816023574208e-05 4.1556110500096113e-05 -2.7874564859137703e-05 5.2269078114477455e-05 -3.1725178300605521e-05 -0.00012736953259181145 0.00014101000130143474 5.1925155567005284e-05 3.1644208358746069e-06 -5.0234892495652843e-05 -1.3937004405306653e-05 -3.7196047339117897e-05 3.0443679929703651e-05 2.1372429346229184e-05 2.5677145624120552e-05 4.0507346285656762e-05 -6.9207039379524872e-05 3.5252771258162669e-05 1.9368912904663238e-06 2.2425986794082241e-05 1.9762690904966666e-05 -8.1166853643870653e-05 -7.3073050017618312e-05 -7.3228669061791159e-06 -3.2625470784318525e-05 -1.0829048020586298e-06
leaf_weight=20 27 24 20 43 20 20 22 20 23 22 22 20 77 21 23 30 32 20 22 35 23 31 1854 27 39 21 21 25 82 435
leaf_count=20 27 24 20 43 20 20 22 20 23 22 22 20 77 21 23 30 32 20 22 35 23 31 1854 27 39 21 21 25 82 435
internal_value=0 1.58138e-07 -1.10773e-07 -3.10687e-07 -1.87115e-05 5.5411e-06 5.85604e-08 1.81424e-05 -3.30671e-07 -8.20234e-08 1.023e-05 -8.12077e-07 2.22965e-07 -6.69448e-06 -5.57915e-07 -1.16205e-05 1.06541e-05 -4.42362e-06 5.42991e-06 -1.64317e-07 5.54258e-07 -2.23842e-08 6.40083e-07 -8.58192e-06 -1.31569e-05 -2.20726e-05 -1.19833e-05 -3.73393e-05 1.87534e-07 -6.08579e-06
internal_weight=0 3101 3077 3050 60 40 2990 63 2927 2904 192 2712 2690 170 149 75 74 42 45 2670 2460 2425 2402 210 183 144 123 46 2371 517
internal_count=3121 3101 3077 3050 60 40 2990 63 2927 2904 192 2712 2690 170 149 75 74 42 45 2670 2460 2425 2402 210 183 144 123 46 2371 517
is_linear=0
shrinkage=0.1


Tree=4348
num_leaves=31
num_cat=0
split_feature=12 4 10 0 15 3 9 10 52 52 0 0 2 3 42 42 0 52 43 4 2 159 3 2 3 1 16 481 2 42
split_gain=1.1462e-06 2.44362e-06 1.82751e-06 6.79397e-06 1.1129e-05 2.68761e-06 1.6554e-06 1.72031e-06 1.37371e-06 5.05433e-06 1.19267e-05 4.13372e-06 6.75186e-06 9.25219e-06 8.2625e-06 7.64886e-06 3.75874e-06 3.41383e-06 5.2084e-06 8.86274e-06 4.92161e-06 7.49766e-06 1.06899e-05 7.08355e-06 4.64651e-06 5.24812e-06 5.11174e-06 4.4054e-06 3.93258e-06 3.93153e-06
threshold=0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.10011499999999998 -0.098289999999999975 -0.010424999999999999 0.08925000000000001 0.10513000000000002 0.093665000000000012 0.10160000000000001 -0.072594999999999979 -0.071339999999999987 0.097385000000000013 -0.073309999999999986 0.094935000000000005 0.10306000000000001 -0.05208999999999999 0.10744000000000002 -0.082389999999999977 -0.023539999999999995 0.091545000000000015 -0.015149999999999999 -0.069009999999999974 0.094215000000000007 0.096675000000000011 0.079415000000000013 -0.040964999999999994 -0.052634999999999994 0.10381000000000001 0.088200000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 8 -8 -4 10 -10 17 14 -14 -13 16 -15 -11 19 -19 21 22 27 -22 25 26 -25 -20 -21 -23
right_child=-2 -3 6 4 5 -7 7 -9 9 11 -12 12 13 15 -16 -17 -18 18 20 28 23 29 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=3.8993895291241646e-05 -2.2241268624898312e-05 2.9573198896416999e-05 1.1985150692821145e-06 -8.007671035906802e-05 -2.4439924648224687e-05 1.9486880282784114e-05 4.129327887312684e-05 3.1342990821160911e-07 -1.5760258065711241e-07 -3.761703707922948e-05 -9.4735591098924494e-05 5.7198271742495507e-06 -4.0651207529810713e-05 7.5778967485265721e-05 9.3604101111850467e-05 -2.3575515191017381e-05 1.6631742792447942e-05 5.9612213354398592e-05 4.3533757889235858e-05 1.3028609605498789e-05 4.9823932076159744e-05 -2.6332742312330414e-05 -6.9509676414663377e-05 1.8441186171302385e-05 3.211456994746265e-05 -6.3289327881648207e-05 -4.0508689138126405e-05 -6.2060158571525335e-06 -4.0411095861123791e-05 -8.546330902153505e-05
leaf_weight=20 23 28 2302 26 26 30 20 21 40 32 20 23 37 22 20 24 21 32 24 40 27 22 23 38 23 20 24 69 21 23
leaf_count=20 23 28 2302 26 26 30 20 21 40 32 20 23 37 22 20 24 21 32 24 40 27 22 23 38 23 20 24 69 21 23
internal_value=0 1.65124e-07 -1.03093e-07 -1.32642e-05 -2.60101e-05 -9.07708e-07 3.49209e-07 2.03036e-05 6.96976e-08 -4.08796e-06 -3.16836e-05 -1.15745e-06 1.32662e-05 -5.14453e-07 4.65962e-05 2.16506e-05 4.68931e-05 -6.22989e-06 -3.62785e-06 1.69903e-05 -1.01722e-05 -2.19075e-05 -8.46662e-06 4.1413e-06 -7.60567e-06 -1.87467e-05 -4.37812e-06 6.63005e-06 -5.36867e-06 -5.6555e-05
internal_weight=0 3098 3070 102 82 56 2968 41 2927 625 60 565 147 104 43 67 43 418 386 93 293 161 116 132 105 82 62 93 61 45
internal_count=3121 3098 3070 102 82 56 2968 41 2927 625 60 565 147 104 43 67 43 418 386 93 293 161 116 132 105 82 62 93 61 45
is_linear=0
shrinkage=0.1


Tree=4349
num_leaves=31
num_cat=0
split_feature=33 160 483 479 159 481 52 52 1210 2 2 2 3 15 2 483 16 3 1 481 13 13 13 43 13 15 1186 132 1203 1185
split_gain=1.23272e-06 1.2125e-06 1.65255e-06 1.60409e-06 1.79648e-06 1.52034e-06 1.50013e-06 7.98297e-06 3.98427e-06 4.28562e-06 1.06263e-05 7.11903e-06 9.9831e-06 8.69622e-06 6.05918e-06 6.55597e-06 9.83658e-06 5.96805e-06 1.16421e-05 8.48826e-06 4.83992e-06 7.29588e-06 3.74593e-06 3.56891e-06 3.71972e-06 3.38265e-06 2.18729e-06 2.31951e-06 5.20084e-05 3.46962e-05
threshold=-0.009184999999999997 0.62940000000000007 -0.47181499999999993 0.10769500000000001 0.14765500000000001 0.11290000000000001 0.096795000000000006 0.10160000000000001 -0.05860499999999999 0.092235000000000025 0.089725000000000013 0.097220000000000015 -0.074479999999999977 0.095575000000000007 0.10097500000000002 0.10143000000000001 -0.4714549999999999 -0.069009999999999974 0.10471500000000002 -0.081539999999999987 -0.082574999999999982 -0.087529999999999983 -0.077799999999999994 -0.083879999999999996 -0.080344999999999986 1.0000000180025095e-35 -0.11456499999999999 -0.083284999999999984 0.089165000000000008 -0.014244999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 26 -8 -9 10 17 12 13 -11 -13 16 -16 19 -19 -10 21 -21 -22 -18 -25 -26 -4 28 -28 -29
right_child=1 -3 3 -5 -6 -7 7 8 9 11 -12 14 -14 -15 15 -17 23 18 -20 20 22 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=-1.9841953068070355e-05 2.9014128376729786e-05 -2.374792495088297e-05 3.4012763862847357e-05 -1.9718796097549783e-05 2.3643289351281112e-05 2.7660555040256445e-05 -5.3995149785130771e-05 3.5640951049302839e-05 6.1619424873656095e-05 4.5580366473326912e-05 -6.8450806722995043e-05 -5.2442384624858584e-05 8.7438567458196886e-05 -3.5563236742746085e-05 5.7593603395389442e-05 -5.1352879017940724e-05 -3.600652681987932e-05 -9.1472371336532806e-05 1.151138606118089e-05 8.5121954790728133e-06 3.9350851379979226e-05 -6.3677435744986203e-05 -7.8528039371406073e-06 3.1766702589018018e-05 -3.1770836950741021e-05 1.4625261784194285e-05 -8.4161787019344829e-06 -0.00013116946785885375 0.00016346220299510606 1.1419525831237952e-06
leaf_weight=31 20 21 20 40 33 20 31 27 22 28 31 24 22 25 32 21 28 21 23 28 29 28 40 33 33 30 147 20 20 2193
leaf_count=31 20 21 20 40 33 20 31 27 22 28 31 24 22 25 32 21 28 21 23 28 29 28 40 33 33 30 147 20 20 2193
internal_value=0 1.99064e-07 3.62924e-07 1.74986e-07 4.39443e-07 1.82142e-07 -3.77399e-09 -4.68415e-06 -1.77246e-06 -3.80089e-06 -1.41445e-05 4.51893e-06 3.08109e-05 7.30508e-06 -5.29151e-06 1.10183e-06 8.16304e-06 -5.33034e-06 -3.764e-05 4.34057e-06 -5.74051e-06 -2.75826e-05 1.19864e-05 -4.59324e-06 4.56897e-06 -9.67746e-06 1.08051e-06 8.03772e-07 1.21681e-05 -5.38126e-08
internal_weight=0 3090 3069 3049 3009 2976 2956 556 525 498 222 276 75 53 201 177 156 191 44 147 125 56 69 124 96 63 2400 2380 167 2213
internal_count=3121 3090 3069 3049 3009 2976 2956 556 525 498 222 276 75 53 201 177 156 191 44 147 125 56 69 124 96 63 2400 2380 167 2213
is_linear=0
shrinkage=0.1


Tree=4350
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 474 448 0 48 1 15 0 1 48 2 9 9 8 34 11 13 41 4 4 50 4 16 13 2 13
split_gain=1.32595e-06 7.68198e-06 5.63312e-06 1.26991e-06 3.02326e-06 1.98629e-06 1.12804e-06 3.42246e-06 1.51602e-06 4.58796e-06 3.63613e-06 2.11103e-06 3.07588e-06 1.76771e-06 4.16826e-06 3.76794e-06 5.78501e-06 4.03531e-06 2.63348e-06 3.42872e-06 1.57568e-06 5.08595e-06 3.96243e-06 1.3149e-05 2.71898e-06 2.41777e-06 4.34906e-06 2.17089e-06 5.01745e-06 4.79888e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23587499999999997 0.3248100000000001 0.11787500000000002 0.068920000000000023 -0.26609999999999995 -0.084044999999999995 0.10022000000000002 -0.0079099999999999986 -0.23051499999999997 0.10471500000000002 -0.032929999999999994 0.094095000000000012 0.092890000000000014 0.088235000000000022 0.097795000000000007 -0.08786999999999999 -1.0000000180025095e-35 -0.13710499999999998 0.086565000000000017 -0.0096849999999999974 -0.111605 0.091320000000000012 0.24564500000000003 -0.50690499999999983 -0.10278499999999999 0.087955000000000019 -0.097984999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 -5 9 10 -9 12 -10 14 -13 16 18 -17 -15 -20 22 27 23 24 -21 -24 -27 28 -22 -29
right_child=1 3 -4 4 -6 -7 -8 8 11 -11 -12 13 -14 15 -16 17 -18 -19 19 20 21 -23 25 -25 -26 26 -28 29 -30 -31
leaf_value=-1.5210498328927387e-06 6.0833018644535479e-05 2.3534115572819366e-05 -5.0257273057838944e-05 3.9448038098105995e-05 -3.8801173395768274e-05 3.1618263074051355e-05 -2.3672295465075878e-05 2.1121698308787829e-05 -3.8612971226992909e-05 4.6926236865584985e-05 -3.2373774592997508e-05 -4.1214843054838256e-05 9.3745368675709788e-06 3.3207984756700171e-05 1.0287891024442312e-05 6.2479224604317102e-05 -5.013972039033315e-05 -1.0448450757394312e-06 -4.0312789375699751e-05 1.5177549593735839e-05 -1.0806714202598891e-05 4.6813748849672268e-05 1.6077209974438036e-05 -9.3484064789317061e-05 -2.9873659167649402e-05 2.6131368649657819e-05 -3.1224304314328502e-05 -4.6361765717764774e-05 5.9178887531743392e-05 5.7813577127609206e-07
leaf_weight=195 21 23 27 22 20 20 20 27 34 27 24 33 22 24 30 20 23 20 21 37 21 24 66 21 21 20 39 22 20 2177
leaf_count=195 21 23 27 22 20 20 20 27 34 27 24 33 22 24 30 20 23 20 21 37 21 24 66 21 21 20 39 22 20 2177
internal_value=0 5.70383e-07 -7.44843e-06 1.30662e-07 -5.7877e-08 2.15444e-07 -7.66632e-09 1.61669e-07 -1.50015e-07 1.35939e-05 -4.05264e-06 -5.47798e-07 -1.97607e-05 -1.40096e-07 -1.66897e-05 2.6465e-07 -2.15674e-07 3.07172e-05 2.41251e-07 -7.66278e-08 2.65738e-07 1.02421e-06 -8.1518e-06 -2.56828e-05 -1.13409e-06 2.9278e-06 -1.17817e-05 5.33607e-07 2.33326e-05 1.08523e-07
internal_weight=0 2899 222 2878 2855 2835 2815 2795 2773 78 51 2695 56 2639 63 2576 2536 40 2513 2489 2468 2264 204 79 58 125 59 2240 41 2199
internal_count=3121 2899 222 2878 2855 2835 2815 2795 2773 78 51 2695 56 2639 63 2576 2536 40 2513 2489 2468 2264 204 79 58 125 59 2240 41 2199
is_linear=0
shrinkage=0.1


Tree=4351
num_leaves=31
num_cat=0
split_feature=10 0 9 15 34 2 44 158 158 482 4 52 4 4 474 4 15 4 14 1456 374 1 1 1 1 15 150 150 475 1429
split_gain=1.29548e-06 1.02898e-05 3.48524e-06 3.16619e-06 1.24298e-06 1.9137e-06 1.21928e-06 4.77218e-06 1.32466e-06 1.42114e-06 5.55166e-06 4.73591e-06 1.99827e-06 4.47025e-06 4.98125e-06 1.86795e-06 3.35665e-06 2.28068e-06 1.98268e-06 5.35055e-06 1.38259e-06 1.59709e-06 1.0192e-05 4.44203e-06 4.99001e-06 1.62487e-05 3.31995e-06 3.31897e-06 2.78815e-06 9.08435e-06
threshold=0.053330000000000009 -0.079829999999999998 0.08925000000000001 -0.091184999999999988 -0.086059999999999984 -0.033169999999999991 0.099360000000000018 -0.47356499999999996 -0.46695499999999995 0.090355000000000005 0.62931500000000018 0.12354000000000001 -0.014149999999999998 0.51164000000000009 0.08708500000000001 0.51164000000000009 -0.46471999999999997 0.50644500000000015 -0.23960999999999996 0.12034500000000002 0.085145000000000012 0.10684 0.10727500000000002 0.10920500000000001 0.11230000000000001 -0.074054999999999996 0.11235000000000002 0.095565000000000011 0.061570000000000007 -0.0091699999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 -1 -6 7 -7 -9 10 15 12 -11 14 -14 17 -17 18 -10 20 21 28 -23 -24 25 -25 27 -26 -20 -30
right_child=1 3 -4 -5 5 6 -8 8 9 11 -12 -13 13 -15 -16 16 -18 -19 19 -21 -22 22 23 24 26 -27 -28 -29 29 -31
leaf_value=2.4812503863245183e-05 -6.8678089060678925e-05 -1.0324942571781415e-05 3.2641359388380256e-05 3.9357991503809742e-05 -2.8324751656327863e-05 4.2887348326285768e-05 -1.9701402238898744e-05 -2.1050302790778612e-05 2.4726791605189649e-05 -1.7656619924712294e-05 -5.0430529881850816e-05 4.9439150157468245e-05 -5.010253917134833e-06 -2.6960025143125679e-05 6.4722463070037998e-05 -7.1770001330729757e-06 4.8063366966744071e-05 -2.7295955530257009e-05 1.4316213264094655e-06 -3.9728211705176579e-05 2.0233433778069895e-05 -7.0760844918684436e-05 3.1787764819455332e-05 2.3223319883635711e-05 -4.5630028717403214e-07 -0.00010272031071508538 3.3303330928902143e-05 -4.3327316179784245e-05 -7.4656174574556645e-05 1.2351224613667002e-05
leaf_weight=20 23 29 33 23 24 26 31 30 32 37 22 25 20 20 21 22 22 31 2181 34 34 23 35 21 186 20 26 20 20 30
leaf_count=20 23 29 33 23 24 26 31 30 32 37 22 25 20 20 21 22 22 31 2181 34 34 23 35 21 186 20 26 20 20 30
internal_value=0 -1.29838e-05 3.19692e-07 1.16502e-05 -3.43124e-08 -2.00345e-07 2.69992e-08 2.35161e-07 -1.45662e-07 7.19439e-08 -3.96922e-07 1.0589e-05 6.78278e-07 1.17994e-05 3.07065e-05 5.24807e-09 2.04432e-05 -3.2868e-07 -1.46362e-08 -3.15673e-07 2.00516e-07 -6.53382e-08 -6.54736e-06 -1.7522e-06 -6.05219e-06 -3.82126e-05 -3.68671e-07 -4.61853e-06 8.9636e-07 -2.24517e-05
internal_weight=0 75 3046 52 3013 2993 2969 2938 2912 2882 2759 123 98 61 41 2737 44 2693 2662 2630 2596 2562 331 308 273 41 232 206 2231 50
internal_count=3121 75 3046 52 3013 2993 2969 2938 2912 2882 2759 123 98 61 41 2737 44 2693 2662 2630 2596 2562 331 308 273 41 232 206 2231 50
is_linear=0
shrinkage=0.1


Tree=4352
num_leaves=31
num_cat=0
split_feature=12 130 50 132 1211 50 394 456 0 1 4 0 475 0 15 4 160 13 13 50 50 50 403 42 402 1212 47 43 2 2
split_gain=1.29218e-06 2.42868e-06 1.22324e-06 3.45856e-05 2.91805e-05 5.56152e-06 2.89519e-06 2.56217e-06 2.51072e-06 8.42711e-06 7.5576e-06 4.87443e-06 5.68726e-06 5.15111e-06 3.89425e-06 4.17885e-06 3.0423e-06 2.36649e-06 2.7401e-06 2.18104e-06 8.53654e-06 5.12693e-06 2.74796e-06 1.05396e-05 4.67719e-06 3.99113e-06 2.10007e-06 1.92608e-06 1.69558e-06 8.35171e-06
threshold=0.23631000000000002 -0.22461999999999996 0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.094500000000000015 0.11233000000000001 0.091255000000000017 -0.087634999999999977 0.10205500000000002 0.0012600000000000003 -0.085754999999999984 -0.084169999999999981 -0.08095999999999999 -0.091184999999999988 -0.0092149999999999992 -0.088854999999999976 -0.084319999999999992 -0.077944999999999987 0.090630000000000016 0.089915000000000009 0.09227500000000001 -0.53960999999999981 0.091205000000000008 0.23460000000000003 0.13183500000000004 0.085505000000000012 -0.025214999999999998 0.090425000000000019 0.089125000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 7 6 19 8 9 10 14 -10 -13 -14 -5 16 -16 -15 -19 20 22 -21 23 -3 25 28 27 -20 29 -24
right_child=-2 2 3 4 -6 -7 -8 -9 11 -11 -12 12 13 17 15 -17 -18 18 26 21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.0036165763805102e-05 -2.3615158201921632e-05 -2.4068361857769498e-05 0.00012697182625164385 3.1871000282990279e-05 -0.00011655981975092715 -4.0471941798127128e-05 -3.4917653200257824e-05 -2.9294137623635054e-05 5.3196136812200874e-05 5.283717714932705e-05 -7.0586459623882551e-05 -3.7697814400416979e-05 5.1856030695489613e-05 -2.1764995113699115e-05 -2.8723665421975533e-05 -5.3464795319086984e-05 2.090308507225321e-05 4.577208808768774e-05 -1.1823442909607785e-06 5.0933351950435391e-05 -6.553368362801849e-05 -9.131928036367754e-06 -1.5848062443077921e-07 5.7452649426912622e-05 -4.4405252204645269e-05 3.8927282462107267e-05 -2.2807075375957148e-05 3.3944907705450469e-05 -3.3285218704698245e-06 3.1919383432512863e-05
leaf_weight=27 23 29 22 24 21 35 24 21 27 22 20 24 30 25 21 20 30 20 37 27 20 30 1210 35 24 26 21 27 1112 87
leaf_count=27 23 29 22 24 21 35 24 21 27 22 20 24 30 25 21 20 30 20 37 27 20 30 1210 35 24 26 21 27 1112 87
internal_value=0 1.75326e-07 -8.72087e-08 4.98302e-06 -1.8984e-06 -8.72817e-07 -3.44628e-07 4.62704e-06 6.67401e-06 -3.86721e-06 -1.4715e-05 1.35183e-05 7.69602e-06 1.45051e-05 -2.95259e-06 -1.47239e-05 4.68541e-07 5.88565e-06 1.24691e-05 -2.54919e-08 -4.59112e-07 1.932e-05 5.67388e-08 2.05134e-05 -4.75685e-07 -4.27032e-08 4.63314e-06 1.3637e-05 -4.63301e-07 1.99323e-06
internal_weight=0 3098 3071 412 390 2659 2624 369 348 137 115 211 184 160 95 71 51 130 105 2600 2543 57 2523 64 2459 2435 85 64 2409 1297
internal_count=3121 3098 3071 412 390 2659 2624 369 348 137 115 211 184 160 95 71 51 130 105 2600 2543 57 2523 64 2459 2435 85 64 2409 1297
is_linear=0
shrinkage=0.1


Tree=4353
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1429 16 12 472 1 120 4 40 475 475 484 156 484 1372 52 156 156 4 131 401 0 1213 133 12 9 10
split_gain=1.45081e-06 6.57315e-06 5.31541e-06 2.03442e-06 1.32043e-06 2.66721e-06 2.31555e-05 6.44711e-06 1.7874e-06 4.40779e-06 6.59514e-06 2.80263e-06 1.73877e-06 2.0472e-06 1.50398e-05 1.14231e-05 1.89171e-05 3.51088e-06 1.73036e-06 2.15111e-06 2.3355e-06 4.14863e-06 1.93894e-06 1.73359e-06 4.98028e-06 5.02506e-06 4.72692e-06 1.7929e-06 4.69398e-06 4.83867e-06
threshold=-0.083174999999999985 -0.014244999999999999 0.092400000000000024 0.049580000000000006 -0.23587499999999997 0.63636000000000015 0.090695000000000012 -0.15279499999999999 0.16540500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.24134999999999998 -0.10664 -0.085719999999999977 0.086135000000000017 0.087610000000000007 -0.081614999999999979 -0.081219999999999987 -0.57009999999999994 0.11969000000000002 0.10788500000000002 0.50996500000000011 0.13602500000000003 -0.06959499999999999 -0.071719999999999992 -0.0043299999999999996 0.51114000000000004 0.12757000000000002 0.092890000000000014 0.053330000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 7 -7 -6 9 11 -11 -9 -13 14 15 16 -14 -15 -19 20 22 -22 23 24 25 -20 27 28 29 -25
right_child=1 4 -4 -5 5 6 -8 8 -10 10 -12 12 13 17 -16 -17 -18 18 19 -21 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=1.2312933240433599e-06 5.3843394625405574e-05 2.4035155239170825e-05 -5.122773069888353e-05 -3.1698362935068352e-05 5.5574458868553249e-05 3.9434757952851499e-05 -0.00010174737451182279 3.7512356270781312e-05 2.834867702238791e-05 7.3826465813908724e-06 -7.382780483567331e-05 -1.6893377918070958e-05 2.7353995421435685e-05 -3.827928841246831e-05 8.3127476364097683e-05 5.5265976398004577e-05 -9.566497459309176e-05 2.9446670323522996e-05 2.4326124957951833e-05 -2.81579061366857e-05 4.9108035846774542e-05 -9.8950607273515999e-06 2.3864392785595336e-05 -8.7125683917990138e-08 5.3210041744972368e-05 -3.5509924513462471e-05 -4.2638171375815375e-05 -2.2691135907532753e-05 3.9775266022529808e-05 -3.5184314983780494e-05
leaf_weight=176 23 23 25 21 21 26 21 20 22 20 20 60 25 24 24 20 25 20 32 27 26 22 33 2185 23 25 27 36 29 40
leaf_count=176 23 23 25 21 21 26 21 20 22 20 20 60 25 24 24 20 25 20 32 27 26 22 33 2185 23 25 27 36 29 40
internal_value=0 5.96638e-07 -7.79122e-06 -2.27897e-06 1.70812e-07 -2.1575e-08 -2.36466e-05 3.7414e-07 -4.20919e-08 -2.68149e-07 -3.32226e-05 2.15941e-07 -6.00225e-08 3.2212e-07 1.48149e-05 -8.6065e-06 -3.41555e-05 -2.12335e-07 1.49489e-07 -8.44204e-08 2.21465e-07 2.20649e-05 -2.10011e-07 -5.41449e-07 1.39315e-05 -1.91776e-06 -1.04116e-06 -5.50716e-07 -1.97098e-07 -7.18086e-07
internal_weight=0 2899 222 197 2876 2853 47 2806 2785 2763 40 2723 2703 2643 94 70 50 2549 2525 2505 2478 48 2430 2397 80 57 2317 2290 2254 2225
internal_count=3121 2899 222 197 2876 2853 47 2806 2785 2763 40 2723 2703 2643 94 70 50 2549 2525 2505 2478 48 2430 2397 80 57 2317 2290 2254 2225
is_linear=0
shrinkage=0.1


Tree=4354
num_leaves=31
num_cat=0
split_feature=1373 48 1 1 48 0 131 1209 1210 401 52 1212 1209 402 1209 47 47 0 33 0 401 12 401 42 3 49 4 12 133 46
split_gain=1.26665e-06 2.20461e-06 4.15194e-06 2.22448e-06 1.92669e-06 1.9004e-06 1.69285e-06 2.23261e-06 2.48735e-06 1.94767e-06 3.90438e-06 6.541e-06 3.58455e-06 1.17431e-05 3.16531e-06 1.80276e-06 3.58118e-06 2.99259e-05 6.60762e-06 4.34271e-06 2.32062e-06 1.81016e-05 8.00642e-06 2.13803e-06 3.45193e-06 2.07002e-06 3.02945e-06 1.99775e-06 4.12365e-06 3.60483e-06
threshold=-1.0000000180025095e-35 0.12474000000000002 0.11212500000000002 0.12456000000000002 0.11326500000000002 -0.24955499999999997 0.13857500000000003 0.14268500000000003 0.15724500000000002 0.11769000000000002 0.098380000000000009 -0.41103999999999991 -0.084519999999999984 -0.0078149999999999973 -0.069599999999999981 0.10843500000000002 0.094160000000000008 -0.10151999999999999 -1.0000000180025095e-35 -0.094299999999999981 0.10632500000000002 0.088245000000000004 0.097145000000000023 0.094365000000000018 -0.078244999999999995 -0.0087049999999999992 -0.0096849999999999974 0.12757000000000002 0.076280000000000014 -0.043074999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2 7 8 9 12 11 -11 13 -7 -14 16 18 -18 -16 -19 22 -22 27 24 -17 -21 -27 29 -29 -20
right_child=1 2 3 -5 -6 6 -8 -9 -10 10 -12 -13 14 -15 15 23 17 19 20 25 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-2.1979833679954309e-05 2.3491408715284814e-05 4.6662967436312668e-05 -2.5543738308356085e-05 1.3127296302832738e-05 -2.2386926455580508e-05 1.5170843939163855e-05 -2.8577743727336858e-05 3.3212885464308788e-05 -2.9452919562604151e-05 -3.1340191656324481e-06 -1.493957540030048e-05 7.6773785767727542e-05 3.784150499499943e-05 -8.3752879540302928e-05 -4.7203381254803391e-05 -8.9039175064327368e-07 0.00012872372552010346 -4.5871861290097953e-05 4.2838134495468696e-05 -1.8789838289497618e-05 -4.3855291072680342e-05 7.6869847139783424e-05 -6.343768076135348e-05 1.3433516340393744e-05 -4.4699311339562496e-05 -3.1509630668053082e-06 4.6040849017680602e-05 -4.0272817857710053e-05 1.1741254402969153e-05 2.0081406533794003e-07
leaf_weight=26 34 29 21 51 39 28 21 20 29 21 24 20 22 21 30 37 20 21 20 24 23 27 20 22 35 31 21 35 27 2322
leaf_count=26 34 29 21 51 39 28 21 20 29 21 24 20 22 21 30 37 20 21 20 24 23 27 20 22 35 31 21 35 27 2322
internal_value=0 1.84649e-07 1.47158e-05 1.84824e-06 -3.05549e-07 -1.41192e-08 -2.8772e-07 -8.28612e-08 -3.14082e-07 -1.76853e-08 1.7094e-05 3.58454e-05 -4.16918e-07 -2.7225e-05 6.30233e-08 -2.43101e-07 2.44893e-07 1.73452e-05 -5.54122e-07 -5.61946e-06 1.15516e-08 2.13363e-05 -4.28315e-07 -1.38498e-05 -2.21864e-05 5.50292e-06 1.6715e-05 9.58894e-08 -1.76215e-05 5.64924e-07
internal_weight=0 3095 101 72 2994 2955 2921 2900 2880 2851 65 41 2786 49 2737 2715 2621 117 2504 97 2474 50 2424 94 72 76 52 2404 62 2342
internal_count=3121 3095 101 72 2994 2955 2921 2900 2880 2851 65 41 2786 49 2737 2715 2621 117 2504 97 2474 50 2424 94 72 76 52 2404 62 2342
is_linear=0
shrinkage=0.1


Tree=4355
num_leaves=31
num_cat=0
split_feature=421 10 10 11 9 2 2 399 1209 2 1213 1454 1446 3 16 403 43 43 0 0 15 15 13 394 13 15 2 1210 1210 160
split_gain=1.15373e-06 2.23489e-06 2.95666e-06 3.91693e-06 3.38857e-06 1.36289e-06 1.52756e-05 8.84464e-06 5.93752e-06 5.49538e-06 1.17728e-05 7.48427e-06 7.40485e-06 2.36224e-05 1.56845e-05 1.41258e-05 5.77963e-06 1.46309e-05 1.33457e-05 2.49188e-05 1.30645e-05 8.8233e-06 7.46043e-06 6.30343e-06 5.34906e-06 6.26672e-06 4.82497e-06 5.70079e-06 4.79688e-06 4.2829e-06
threshold=-1.0000000180025095e-35 0.11294000000000003 0.053330000000000009 -1.0000000180025095e-35 0.091905000000000014 0.084415000000000004 0.084550000000000014 0.091580000000000009 -0.089214999999999989 0.084055000000000005 -1.0000000180025095e-35 0.094595000000000012 0.083715000000000026 -0.085784999999999986 -0.021269999999999997 -0.54448499999999989 -0.0071849999999999995 -0.011694999999999999 -0.087184999999999985 -0.10224499999999999 -0.090644999999999989 0.083840000000000012 -0.08459499999999999 -0.06316999999999999 -0.067149999999999987 0.090325000000000003 0.084755000000000011 -0.14175499999999996 -0.083289999999999989 -0.55248999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 8 -5 11 -11 12 15 -14 -15 -10 17 23 19 20 -18 -19 -20 -17 -24 -26 -8 -28 -29 -30
right_child=1 -3 -4 4 -6 6 26 -9 9 10 -12 -13 13 14 -16 16 18 21 22 -21 -22 -23 24 -25 25 -27 27 28 29 -31
leaf_value=-2.3940929095260801e-05 4.0435659714906552e-05 2.4925265912164225e-05 -2.9034852507590715e-05 5.5779760805307889e-05 -4.1148535856336821e-05 -8.409510757535993e-05 3.703180953059072e-05 6.9249119369487751e-05 -8.5573136566381442e-05 -1.7310773985271861e-05 8.2808765546360527e-05 -5.8896243535855321e-05 0.00011674624178836399 4.7098620110442761e-05 -7.5259547484165525e-05 4.3261339402912809e-05 -6.1091801671864229e-05 -1.7236977328138892e-05 -5.0745445308469552e-05 0.00011560618723676946 4.2573958252168886e-05 -0.00011116940927422548 4.8446718479364955e-05 -4.3072477593014838e-06 1.6843268438093126e-05 -4.8102766497019428e-05 -3.9847596574848441e-05 4.1629280009079532e-05 -4.193494745413773e-05 -2.8544564626205059e-07
leaf_weight=20 24 36 35 20 20 22 34 20 20 23 24 22 22 22 20 30 20 20 30 31 31 20 23 390 39 24 37 27 25 1990
leaf_count=20 24 36 35 20 20 22 34 20 20 23 24 22 22 22 20 30 20 20 30 31 31 20 23 390 39 24 37 27 25 1990
internal_value=0 1.54404e-07 -1.36543e-07 1.97266e-07 -1.23999e-07 1.50781e-07 -1.19803e-06 3.53469e-06 1.95312e-06 6.25703e-07 3.38141e-05 -1.41599e-06 2.88275e-07 3.28031e-05 -1.11672e-05 -2.78097e-06 -2.64489e-07 -6.41329e-06 1.40206e-05 4.48994e-05 1.92072e-06 -6.42032e-05 -7.80748e-06 -9.09492e-07 7.17088e-06 -7.89808e-06 -3.34926e-07 -9.46023e-07 -2.41146e-07 -8.02189e-07
internal_weight=0 3101 3065 3030 3006 2986 2135 851 831 811 47 764 742 64 42 678 658 460 198 82 51 40 116 420 86 63 2113 2079 2042 2015
internal_count=3121 3101 3065 3030 3006 2986 2135 851 831 811 47 764 742 64 42 678 658 460 198 82 51 40 116 420 86 63 2113 2079 2042 2015
is_linear=0
shrinkage=0.1


Tree=4356
num_leaves=31
num_cat=0
split_feature=132 1203 393 130 12 43 156 11 0 1429 42 0 43 1201 129 1185 1185 393 42 42 128 448 4 124 97 374 2 39 10 9
split_gain=1.16484e-06 7.35123e-06 4.66261e-06 1.15202e-06 2.00153e-06 4.04283e-06 1.14075e-06 1.72522e-06 2.53514e-06 1.91901e-06 1.37057e-06 5.64021e-06 7.12167e-06 4.32166e-06 1.41951e-06 1.47888e-06 3.85131e-06 1.86962e-06 1.57406e-06 5.4913e-06 4.05988e-06 3.36453e-06 3.1976e-06 1.68996e-06 2.94891e-06 3.84908e-06 1.96635e-06 2.37538e-06 1.81732e-06 1.06811e-05
threshold=-0.083449999999999983 0.089480000000000018 0.12679500000000002 -0.22699999999999995 0.13043000000000002 -0.15582499999999996 0.32523500000000005 0.097680000000000017 -0.046359999999999991 -0.23166999999999996 -0.16797499999999996 -0.067094999999999988 -0.095049999999999982 -0.081779999999999978 0.10596500000000002 0.090595000000000009 0.085905000000000009 -0.086024999999999976 -0.10071499999999999 -0.095859999999999987 0.086950000000000013 0.053555000000000005 -0.047864999999999991 -0.087104999999999988 -0.084639999999999979 0.08987500000000001 0.092875000000000013 0.09116500000000001 0.053330000000000009 0.092410000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 7 9 -9 -5 11 12 -11 -12 15 16 17 -15 20 -20 22 23 -19 26 -25 28 27 -21 -26 -30
right_child=2 -3 -4 4 5 -7 -8 8 -10 10 13 -13 -14 14 -16 -17 -18 18 19 21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-1.1918140875868445e-06 -2.0777646316743744e-05 -6.4836755659598562e-05 4.6388735361026856e-05 2.9515010398675008e-05 4.4562769356465049e-05 -6.1591353917747533e-06 2.3189236803556837e-05 3.7002539015485948e-06 -4.6046883353483283e-05 -6.8375361297512424e-05 4.5413481226811811e-05 2.96407998705815e-05 7.1658002222344911e-06 -2.7815214129077504e-05 1.9587608279418114e-05 -2.7494613314047455e-05 3.6687989475987185e-05 -5.7917932834876097e-05 4.5812131415564535e-05 5.2974772864087891e-05 2.1104704178882956e-05 -3.9319799609736287e-05 -7.596355901893861e-06 -3.8769899574617739e-05 -1.9575932573362105e-07 3.9632788805950743e-05 -1.5928192646597603e-06 5.4115265291849418e-06 -6.0766215227861921e-05 3.1204515392385916e-05
leaf_weight=196 26 20 22 22 30 33 21 21 20 26 21 21 24 25 36 20 28 23 26 21 22 22 28 20 2210 24 41 21 28 23
leaf_count=196 26 20 22 22 30 33 21 21 20 26 21 21 24 25 36 20 28 23 26 21 22 22 28 20 2210 24 41 21 28 23
internal_value=0 -7.08486e-06 5.26792e-07 1.76823e-07 3.67518e-07 1.79942e-05 -2.99331e-08 -2.05773e-07 -2.05666e-05 9.97896e-08 -1.39006e-07 -1.38496e-05 -3.21156e-05 2.29867e-07 -1.32569e-07 -4.07521e-07 -1.96068e-07 -6.03627e-07 -3.32487e-07 1.01107e-07 -1.48015e-05 -3.92041e-07 -3.02904e-05 -3.34098e-08 -5.38217e-07 -2.03585e-07 1.39856e-05 2.91931e-05 -6.26439e-07 -1.92892e-05
internal_weight=0 216 2905 2883 2857 63 2794 2773 41 2732 2710 71 50 2639 2618 2582 2562 2534 2509 2436 73 2410 51 2388 2305 2285 83 42 2261 51
internal_count=3121 216 2905 2883 2857 63 2794 2773 41 2732 2710 71 50 2639 2618 2582 2562 2534 2509 2436 73 2410 51 2388 2305 2285 83 42 2261 51
is_linear=0
shrinkage=0.1


Tree=4357
num_leaves=31
num_cat=0
split_feature=12 4 10 16 51 33 158 481 43 52 52 483 52 480 1447 481 160 1447 1447 158 158 158 41 41 12 159 159 43 97 4
split_gain=1.27123e-06 2.43453e-06 1.71937e-06 7.00299e-06 1.35489e-05 2.21193e-06 1.19993e-06 7.47721e-06 3.34465e-06 9.84712e-06 6.29977e-06 3.80007e-06 3.32227e-06 1.80112e-06 1.8468e-06 2.04965e-05 1.02938e-05 6.72713e-06 3.532e-06 2.43013e-06 3.61266e-06 2.51753e-06 2.17512e-06 3.79794e-06 3.52459e-06 2.1205e-06 2.70223e-06 2.0561e-06 1.89765e-06 7.76035e-06
threshold=0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 0.080335000000000018 -0.012019999999999998 0.10380000000000002 -0.085749999999999979 -0.011694999999999999 0.008405000000000001 -0.0015799999999999998 -0.096724999999999992 -0.07167999999999998 -0.080264999999999989 -0.086279999999999982 -0.086219999999999977 -0.090764999999999985 -0.084334999999999979 -0.09552999999999999 0.096590000000000023 0.085030000000000008 0.082560000000000008 0.088520000000000015 0.082735000000000017 0.085565000000000016 0.086495000000000016 0.096715000000000009 -0.53814999999999991 -0.079444999999999988 0.53859500000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 13 -8 9 11 -10 -9 -13 -7 15 -15 18 -16 -17 20 21 22 23 27 -24 -22 -27 -19 -29 -30
right_child=-2 -3 5 -5 -6 6 7 8 10 -11 -12 12 -14 14 17 16 -18 19 -20 -21 25 -23 24 -25 -26 26 -28 28 29 -31
leaf_value=-7.340629897277672e-05 -2.3422977392328903e-05 2.9527228938215038e-05 2.9964475368615239e-05 2.5029066416733038e-05 1.5302678873536711e-05 2.3476771671352364e-05 -5.856912592571462e-05 -3.8507536943222438e-05 2.1781846581965826e-05 7.4320623739367888e-05 -4.5981753887377532e-05 3.0955460601211188e-05 -2.1321095166513262e-05 -0.00010285677390129422 4.4983718062747574e-05 1.1259361279025186e-05 6.3305867442977614e-05 3.0057049835981479e-05 -4.6738982949872957e-05 -2.675074239518973e-05 4.3063762544382677e-05 -3.4544889188379916e-05 2.8333667820158055e-06 4.3012568494305017e-05 -4.8211142264638814e-05 -1.8098156141377333e-05 3.388486744370312e-05 -2.7963186380475238e-05 -2.3071923980173422e-07 6.2325414323822765e-05
leaf_weight=36 23 28 25 33 33 34 25 23 23 20 34 31 20 20 34 21 25 23 21 33 30 21 31 21 24 20 20 24 2345 20
leaf_count=36 23 28 25 33 33 34 25 23 23 20 34 31 20 20 34 21 25 23 21 33 30 21 31 21 24 20 20 24 2345 20
internal_value=0 1.73896e-07 -9.38215e-08 -1.28596e-05 -3.09803e-05 3.44895e-07 9.32841e-08 -7.913e-06 4.7377e-07 1.20632e-05 -1.86385e-05 -4.76319e-06 1.04549e-05 6.02538e-07 3.17971e-07 -1.40179e-05 1.25011e-05 7.89333e-07 -1.77398e-05 2.14061e-07 5.59094e-07 -6.606e-08 2.24959e-07 6.69516e-07 -1.94406e-05 2.29664e-05 7.89336e-06 3.00857e-07 1.43806e-08 2.98297e-07
internal_weight=0 3098 3070 102 69 2968 2943 176 151 94 57 74 51 2767 2733 87 67 2646 42 2612 2579 2509 2488 2433 55 70 40 2412 2389 2365
internal_count=3121 3098 3070 102 69 2968 2943 176 151 94 57 74 51 2767 2733 87 67 2646 42 2612 2579 2509 2488 2433 55 70 40 2412 2389 2365
is_linear=0
shrinkage=0.1


Tree=4358
num_leaves=31
num_cat=0
split_feature=132 1186 394 15 50 4 42 49 52 403 130 40 12 3 15 1176 42 42 13 133 1374 13 13 0 1371 13 13 4 4 12
split_gain=1.05494e-06 3.41924e-05 2.03451e-05 4.24901e-06 1.50679e-06 1.53305e-06 1.36029e-06 2.29194e-06 2.0799e-06 1.82572e-06 1.08303e-06 2.9329e-06 2.04108e-06 1.67713e-06 1.16288e-06 1.18626e-06 1.16318e-06 1.72933e-06 1.16586e-06 1.0339e-05 8.81937e-06 1.24431e-05 6.11617e-06 1.60654e-05 1.00203e-05 3.02016e-05 5.63507e-06 5.01281e-06 1.15148e-05 9.7954e-06
threshold=-0.083284999999999984 0.0044650000000000011 0.12358500000000001 0.092400000000000024 0.09227500000000001 -0.086254999999999984 -0.074124999999999983 0.09567500000000001 0.086450000000000013 -0.069009999999999988 -0.23123999999999997 -0.24290999999999999 0.13043000000000002 -0.049509999999999992 -0.56020999999999987 0.086510000000000017 0.12961500000000001 0.12181500000000002 -0.086254999999999984 0.10722500000000001 0.088035000000000016 -0.08645499999999999 -0.085744999999999988 -0.086074999999999985 0.083235000000000017 -0.085584999999999981 -0.085154999999999995 -0.081714999999999996 -0.080744999999999997 0.085440000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 5 -1 -7 8 9 -8 -2 -12 14 -14 -13 16 17 18 19 20 21 27 23 -20 25 -24 -27 29 -29 -16
right_child=2 -3 -4 -5 -6 6 7 -9 -10 -11 11 12 13 -15 15 -17 -18 -19 22 -21 -22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=-1.9190273227510401e-05 2.3382039676107527e-05 0.00012493259224274052 -0.0001010160458736209 -4.5033576840069147e-05 -2.4155588683546136e-05 2.6046083949040625e-05 -1.7878492353365466e-05 -2.581314267603296e-05 3.7813271774211898e-05 2.0929531820002013e-05 -3.8129829146669184e-05 -1.9297593905409283e-05 4.032479916887773e-05 1.2374422762409917e-06 -1.4243048309044053e-06 2.330704814116044e-05 -2.1925217934419078e-05 2.6911104059005692e-05 -9.8819231458368114e-05 7.4334874007035985e-05 5.966267898475053e-05 -7.6585701892673539e-05 0.00012267063913895982 2.0710712582829572e-05 -5.9830726208279629e-05 -5.2372224707228484e-05 -2.8369755253097191e-07 -6.2427457281349536e-05 1.3686853204468076e-06 6.3030248489864086e-05
leaf_weight=26 20 22 20 25 24 30 27 23 20 22 20 31 23 21 65 22 24 24 22 20 25 21 20 23 28 21 1888 30 497 37
leaf_count=26 20 22 20 25 24 30 27 23 20 22 20 31 23 21 65 22 24 24 22 20 25 21 20 23 28 21 1888 30 497 37
internal_value=0 6.69257e-06 -5.05057e-07 -6.5119e-06 -9.12821e-07 2.85628e-06 7.55472e-06 1.52493e-06 1.06376e-05 -4.54482e-07 1.92452e-07 3.04004e-08 2.98945e-07 2.16695e-05 -3.71172e-08 1.78667e-07 -6.69716e-09 1.8663e-07 -5.11846e-08 3.47758e-06 1.3781e-06 -8.63611e-07 -1.2762e-06 -3.77261e-05 -4.38061e-07 4.24041e-07 -8.56699e-07 1.66447e-06 -2.26297e-06 2.19563e-05
internal_weight=0 219 2902 197 172 148 122 92 69 49 2882 2862 2842 44 2798 2767 2745 2721 2697 695 675 650 2002 45 1957 1929 1909 629 527 102
internal_count=3121 219 2902 197 172 148 122 92 69 49 2882 2862 2842 44 2798 2767 2745 2721 2697 695 675 650 2002 45 1957 1929 1909 629 527 102
is_linear=0
shrinkage=0.1


Tree=4359
num_leaves=31
num_cat=0
split_feature=132 393 1203 11 40 120 10 4 0 51 11 1 1 2 147 147 44 0 9 2 4 160 376 40 151 160 133 42 456 2
split_gain=1.15751e-06 5.55077e-06 3.88634e-06 1.117e-06 1.12937e-06 1.99365e-06 1.47016e-06 8.28103e-06 3.05129e-05 1.83018e-05 2.57137e-06 1.4411e-06 5.07354e-06 3.98279e-06 3.59776e-06 2.81342e-06 1.93197e-06 5.16946e-06 1.76448e-06 3.50498e-06 1.66564e-05 1.46738e-05 2.20058e-06 1.82011e-06 2.64388e-06 4.7698e-06 1.69088e-05 1.05763e-05 9.46871e-06 1.15315e-05
threshold=-0.083174999999999985 0.12069000000000002 0.088820000000000024 0.106895 -0.24290999999999999 0.091385000000000008 -0.011559999999999999 0.053180000000000012 -0.10151999999999999 0.080335000000000018 -1.0000000180025095e-35 0.13686500000000004 0.13968000000000003 0.14838000000000004 0.099730000000000027 0.093875000000000014 0.099360000000000018 -0.24955499999999997 0.088235000000000022 -0.0050599999999999994 0.053180000000000012 0.081905000000000019 0.088720000000000007 -0.083564999999999987 -0.085134999999999975 -0.085764999999999994 0.09112000000000002 0.083865000000000009 0.041000000000000002 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 7 9 -9 -6 -8 14 -13 -14 15 16 17 -12 19 20 21 -19 23 -21 25 27 28 -25 29 -27
right_child=1 -3 -4 -5 5 -7 10 8 -10 -11 11 12 13 -15 -16 -17 -18 18 -20 22 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-1.9326927943933528e-06 -2.3118717546735535e-05 5.1758676307231546e-05 -4.1786218876690592e-05 2.26057075534217e-05 -0.00010923527022648407 3.0854717187182925e-05 3.6099995388667596e-05 0.00011337322073813994 -4.4080728662976303e-05 1.0846309960470536e-05 4.5063798279443293e-05 -4.9604402530926216e-05 2.1732253862421381e-05 -2.8908904765557967e-05 3.3869488731852471e-05 -3.3252206863835455e-05 -3.0498845353577055e-05 0.00012402619918248093 -2.4719701637617881e-05 -2.3118505101372262e-05 -4.0592620498500766e-05 2.8908737795063648e-06 -3.087785051656797e-05 -8.2065386070300723e-06 -5.568531003540578e-07 -1.3150957561770661e-05 -6.9977451812519578e-05 7.9511349684123297e-05 -1.2430632872680676e-05 6.7669708688058831e-05
leaf_weight=194 21 21 28 22 22 21 20 20 32 30 26 26 41 25 32 25 20 20 28 33 25 20 23 27 2123 27 27 28 63 51
leaf_count=194 21 21 28 22 22 21 20 20 32 30 26 26 41 25 32 25 20 20 28 33 25 20 23 27 2123 27 27 28 63 51
internal_value=0 5.32931e-07 -6.95926e-06 1.5915e-07 -1.37572e-08 1.57391e-07 -7.16939e-08 -1.17395e-05 1.64785e-05 -3.99574e-05 3.76073e-07 1.10468e-07 -1.21893e-05 2.55e-06 5.46025e-07 1.30456e-07 4.58896e-07 7.04495e-07 2.42234e-07 5.25547e-07 2.34389e-05 6.34585e-05 -9.4505e-08 2.03106e-07 5.3116e-07 1.08892e-05 2.52118e-06 3.64498e-05 1.64039e-05 3.96933e-05
internal_weight=0 2899 222 2878 2856 2835 2814 104 52 52 2710 2690 92 66 2598 2566 2541 2521 2495 2467 65 40 2402 2379 2346 223 168 55 141 78
internal_count=3121 2899 222 2878 2856 2835 2814 104 52 52 2710 2690 92 66 2598 2566 2541 2521 2495 2467 65 40 2402 2379 2346 223 168 55 141 78
is_linear=0
shrinkage=0.1


Tree=4360
num_leaves=31
num_cat=0
split_feature=1373 150 3 49 147 15 147 46 1 1 1 1 1 1 1 1210 1 484 15 1 160 160 0 0 3 0 1 1 1185 48
split_gain=1.11623e-06 2.30063e-06 8.14593e-06 6.35878e-06 3.3716e-06 5.78612e-06 1.28472e-06 1.29215e-06 1.55339e-06 3.03358e-05 2.38522e-05 1.79439e-05 1.764e-05 8.37194e-06 6.85357e-06 6.29051e-06 1.11824e-05 4.96586e-06 7.17851e-06 8.39754e-06 3.95428e-06 5.52337e-06 3.8699e-06 4.21782e-06 4.43887e-06 3.38514e-06 4.0789e-06 6.57795e-06 5.0133e-06 2.90747e-06
threshold=-1.0000000180025095e-35 0.12068000000000002 0.11924500000000002 -0.043469999999999995 0.094075000000000006 1.0000000180025095e-35 0.090755000000000016 0.10987500000000001 0.091345000000000023 0.09202500000000001 0.092845000000000025 0.093400000000000025 0.094090000000000021 0.090540000000000023 0.094715000000000008 -0.42132499999999995 0.090130000000000016 0.10126500000000001 -0.56020999999999987 0.16540500000000002 -0.55248999999999981 -0.53908999999999996 -0.21861499999999998 -0.14794999999999997 -0.016324999999999996 -0.23001499999999997 0.089105000000000018 0.089625000000000024 -0.091084999999999985 0.084670000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 7 8 13 -10 -11 -12 -13 15 -14 -2 20 18 -16 22 -17 -22 -20 24 -24 -23 28 -28 -27 -26
right_child=1 2 -4 -5 5 -7 -8 -9 9 10 11 12 14 -15 17 16 -18 -19 19 -21 21 25 23 -25 29 26 27 -29 -30 -31
leaf_value=-2.0633552664478957e-05 5.6321373376704295e-05 -3.287692067510028e-05 7.2172133350250085e-05 3.2866638178217858e-05 -6.7682824883377187e-05 1.7561300379990521e-06 2.5425405001442412e-05 2.4711565033829263e-05 -9.9232440533114641e-05 8.9066833067496704e-05 -8.8390015707773284e-05 8.3802720329610259e-05 -5.6990603962217201e-05 4.9868680341335546e-05 4.5342725056660572e-05 -3.1537988184641726e-05 -6.5189828735758338e-05 -4.8474293862454942e-05 -3.196717457900082e-05 -6.3182686128791172e-05 4.7244548393511933e-05 3.2572039168426822e-05 -6.9003221981872164e-06 -1.3268194879929776e-06 7.3135333968821223e-05 -4.7964763441334731e-05 6.3070150925061461e-05 -1.1226283129417425e-05 7.1351078816243875e-08 1.9214382100471996e-05
leaf_weight=26 20 31 20 28 20 30 20 21 32 29 24 24 23 35 33 37 26 22 37 22 26 33 26 619 20 22 26 22 1747 20
leaf_count=26 20 31 20 28 20 30 20 21 32 29 24 24 23 35 33 37 26 22 37 22 26 33 26 619 20 22 26 22 1747 20
internal_value=0 1.73336e-07 1.70193e-05 -1.67659e-06 -2.6792e-07 -2.60195e-05 1.66192e-07 -5.28972e-09 -1.82744e-07 -3.55534e-06 -1.49705e-07 -3.12359e-06 -7.04684e-07 1.39192e-06 -3.17205e-06 5.25826e-07 -4.96825e-08 -1.62283e-06 -2.9628e-07 -2.32059e-06 8.35651e-07 1.47415e-06 -4.66068e-07 1.23545e-06 2.52665e-05 8.30891e-07 2.54415e-07 2.90176e-05 -5.26045e-07 4.61749e-05
internal_weight=0 3095 79 59 3016 50 2966 2946 2925 931 899 870 846 1994 822 1959 1939 799 777 744 1913 1876 722 685 66 1850 1817 48 1769 40
internal_count=3121 3095 79 59 3016 50 2966 2946 2925 931 899 870 846 1994 822 1959 1939 799 777 744 1913 1876 722 685 66 1850 1817 48 1769 40
is_linear=0
shrinkage=0.1


Tree=4361
num_leaves=31
num_cat=0
split_feature=1429 1420 472 1429 1429 475 471 156 1446 15 154 2 1446 132 0 1186 2 160 160 4 4 4 403 128 0 0 15 0 0 1
split_gain=1.22326e-06 2.44007e-06 1.85736e-06 2.73454e-06 2.42931e-06 1.61229e-06 2.33694e-06 2.27973e-06 2.75764e-06 5.72318e-06 1.8832e-06 1.59135e-06 1.35153e-05 1.33209e-05 4.4443e-05 2.85863e-05 9.29471e-06 5.21494e-06 5.67835e-06 4.87557e-06 1.51015e-05 1.50601e-05 9.63802e-06 9.1702e-06 8.59625e-06 7.69254e-06 1.6405e-05 1.52341e-05 8.12385e-06 1.52409e-05
threshold=0.12521000000000002 -0.086589999999999986 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.50059999999999982 0.10338500000000002 -0.092624999999999985 0.11353000000000001 -0.065449999999999994 1.0000000180025095e-35 0.083715000000000026 0.083830000000000002 -0.083284999999999984 -0.082284999999999983 0.049580000000000006 0.083865000000000009 -0.55045999999999984 -0.52800499999999995 -0.083644999999999983 -0.081224999999999978 -0.086849999999999997 -0.52336499999999997 0.084155000000000021 -0.11991499999999998 -0.10224499999999999 -0.10469999999999999 -0.09515499999999999 -0.081304999999999975 0.091345000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 10 -10 11 12 13 14 -9 19 -13 -18 -19 21 -21 23 -22 -15 -24 26 -26 -27 -29 -30
right_child=-2 2 3 4 5 6 -8 8 9 -11 -12 16 -14 15 -16 -17 17 18 -20 20 22 -23 24 -25 25 27 -28 28 29 -31
leaf_value=-3.4130604226014668e-05 2.4651816929690543e-05 -2.8879445810823451e-05 3.624230840138071e-05 -3.2344037129445027e-05 2.8577649154613027e-05 -3.175197124288719e-05 -3.3978266756093945e-05 -4.2475759296807655e-05 6.4596487768540107e-05 -1.0149177294460104e-05 2.8696828319326694e-05 -6.4704561721199485e-05 6.196364332649146e-05 -1.661694807219593e-05 0.00016349240842828295 -0.00011202218446392774 -4.444103643874297e-05 4.4520197375926991e-05 -8.256765554185416e-07 7.5341113100374317e-05 -6.066885995702857e-05 -8.6195472191320736e-05 5.5216629211387164e-05 5.7658412333694291e-05 -0.00010536874490071568 7.4807663905034888e-05 2.1179387078432012e-05 -1.8284716226191497e-05 8.6427793591307514e-05 2.9863567352735863e-06
leaf_weight=21 20 22 21 23 20 22 20 22 20 21 23 23 38 68 20 23 27 28 2009 29 24 25 31 22 20 29 21 156 24 249
leaf_count=21 20 22 21 23 20 22 20 22 20 21 23 23 38 68 20 23 27 28 2009 29 24 25 31 22 20 29 21 156 24 249
internal_value=0 -1.58987e-07 7.26376e-08 2.80926e-07 3.22631e-08 2.79328e-07 9.02949e-08 3.19404e-07 5.58419e-07 2.63121e-05 1.9569e-07 -3.12924e-08 3.75775e-06 8.589e-07 5.56043e-05 -2.33015e-06 -1.48554e-06 -7.81069e-07 -2.02366e-07 1.28434e-06 4.99627e-06 -1.75335e-05 1.31396e-06 1.53925e-06 4.12072e-06 9.4643e-07 -4.05514e-05 4.6613e-06 -8.05265e-08 1.03219e-05
internal_weight=0 3101 3080 3058 3037 3014 2994 2974 2952 41 2911 2888 801 763 42 721 2087 2064 2037 698 583 115 554 90 530 499 41 458 429 273
internal_count=3121 3101 3080 3058 3037 3014 2994 2974 2952 41 2911 2888 801 763 42 721 2087 2064 2037 698 583 115 554 90 530 499 41 458 429 273
is_linear=0
shrinkage=0.1


Tree=4362
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1186 1185 1185 0 3 4 132 403 50 0 130 43 1182 129 3 1209 1210 1208 1209 1209 1209 42 120 13 130 2
split_gain=1.17479e-06 5.30434e-06 3.49029e-06 2.92279e-06 1.43548e-06 1.80579e-06 3.56584e-06 1.53018e-06 2.72816e-06 2.20186e-06 1.41569e-06 1.69192e-06 2.26114e-06 2.43074e-06 2.7539e-06 4.36957e-06 1.28131e-06 1.63395e-06 3.64843e-06 2.00987e-06 2.06535e-06 2.3e-06 3.74842e-06 2.26921e-06 2.83736e-06 1.85022e-06 1.49506e-06 3.65934e-06 1.42253e-05 1.09706e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.068350000000000008 0.090595000000000009 0.085905000000000009 -0.087974999999999984 -0.078244999999999995 -0.081714999999999996 -0.086059999999999984 -0.088034999999999988 0.09227500000000001 -0.073309999999999986 0.09364500000000002 0.0010100000000000003 0.086460000000000009 0.10532000000000001 -0.075359999999999996 0.14268500000000003 0.15724500000000002 0.10233500000000001 -0.094304999999999986 -0.087714999999999987 -0.076689999999999994 -0.23108499999999998 0.093680000000000013 0.24813000000000004 -0.22229499999999999 0.08919500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 10 5 6 16 8 -6 -9 11 -1 13 14 15 -13 17 19 -19 20 21 22 -3 -24 -25 -26 27 28 -27 -29
right_child=1 4 -4 -5 7 -7 -8 9 -10 -11 -12 12 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 24 25 26 -28 29 -30 -31
leaf_value=-2.7163651738310764e-05 5.0612613059846421e-05 -4.325757268816233e-05 -4.2208986938931052e-05 -3.7806685508084708e-05 -2.7014205734303687e-05 -2.8750199106236158e-05 3.5518779753017174e-05 5.0620388938114049e-05 2.4016694727503239e-05 4.2583644179623139e-06 2.2282724031746122e-05 6.8631601111106153e-06 -2.5974829654644606e-05 -2.2522836652569825e-05 -9.0907429686077598e-06 6.521433968893169e-05 -2.49556040422422e-05 -4.7957090828276705e-05 1.0315730226769423e-05 3.1732964271213862e-05 -2.6627706484634535e-05 2.6046302868026571e-05 3.2181219913499346e-05 -2.9663132539781146e-05 2.793530753990581e-05 8.2765979667393755e-05 -2.6532965793670711e-05 2.2945791730914303e-05 1.0378292300033379e-07 -6.9975158893848186e-05
leaf_weight=23 21 20 25 21 20 22 28 20 22 21 28 33 23 20 28 21 21 22 21 20 29 34 22 32 24 21 21 24 2407 27
leaf_count=23 21 20 25 21 20 22 28 20 22 21 28 33 23 20 28 21 21 22 21 20 29 34 22 32 24 21 21 24 2407 27
internal_value=0 5.36899e-07 -7.01102e-06 -2.54427e-06 1.7151e-07 -2.13349e-07 1.30521e-08 1.31315e-05 -2.83734e-07 2.6874e-05 1.66318e-06 -2.23782e-06 2.34853e-06 8.73518e-06 1.63591e-05 2.95553e-05 -3.49119e-07 -1.59422e-07 -1.94983e-05 1.5075e-07 -8.66209e-08 2.05815e-07 -1.32359e-07 2.02204e-07 -7.30455e-08 3.02106e-07 3.68274e-08 2.61904e-07 8.18736e-07 -2.62477e-05
internal_weight=0 2899 222 197 2878 2795 2773 83 42 41 176 148 125 102 82 54 2745 2724 43 2681 2661 2632 2598 2578 2556 2524 2500 2479 2428 51
internal_count=3121 2899 222 197 2878 2795 2773 83 42 41 176 148 125 102 82 54 2745 2724 43 2681 2661 2632 2598 2578 2556 2524 2500 2479 2428 51
is_linear=0
shrinkage=0.1


Tree=4363
num_leaves=31
num_cat=0
split_feature=130 42 132 394 1203 3 2 16 2 129 1447 1447 43 4 403 1447 1447 1447 480 480 160 50 133 4 1446 157 1419 3 475 51
split_gain=1.32865e-06 2.10835e-06 1.20422e-06 4.57809e-06 3.18016e-06 1.34805e-06 1.57879e-06 2.45983e-06 2.05893e-06 1.15957e-06 1.09103e-06 2.46557e-06 1.68907e-05 1.78432e-05 5.58678e-06 3.73664e-06 2.10886e-06 2.09168e-06 3.98796e-06 1.82274e-06 1.90065e-06 1.93051e-06 1.24894e-05 6.9175e-06 2.54194e-06 2.37666e-06 1.44413e-06 4.30678e-06 2.22296e-06 1.02967e-05
threshold=-0.22699999999999995 0.15021500000000002 -0.083174999999999985 0.10969000000000002 0.089005000000000015 -0.042499999999999989 0.097385000000000013 -0.073404999999999984 0.10731 -0.082304999999999975 -0.11565499999999999 -0.086279999999999982 -0.014584999999999999 -0.0047449999999999992 -0.56738999999999995 -0.085644999999999985 -0.084334999999999979 -0.082824999999999982 0.11471500000000003 0.10344000000000002 -0.54512499999999997 -0.099524999999999988 0.090665000000000009 0.057560000000000007 0.111445 0.63604500000000008 0.086325000000000013 -0.082334999999999978 -0.086279999999999982 -0.085734999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 9 5 6 7 -2 -8 -4 -11 12 13 -12 -13 -16 -17 -18 19 20 -19 22 23 -22 25 26 28 -28 29 -23
right_child=1 -3 3 -5 -6 -7 8 -9 -10 10 11 14 -14 -15 15 16 17 18 -20 -21 21 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.2511351394664067e-05 2.5878955497806676e-06 2.5724317836228751e-05 2.0030640810326643e-05 4.8150558723136785e-05 -3.9343011205885516e-05 -2.2596538461772886e-05 3.9662400047832521e-05 -3.1538897376406198e-05 -5.1695603860935079e-06 1.6759559558091783e-05 -0.00012418619615345961 5.1547902382610895e-05 5.506157431227621e-05 1.449714246658774e-06 -4.2249500083493158e-05 2.9006244621996301e-05 -2.5193005973106308e-05 2.6445419212837741e-05 3.7677997569777033e-05 -2.2301692395656674e-05 1.9628752881161697e-05 2.6746350969029338e-06 7.2777610890065826e-05 -4.4606949122680819e-05 -3.0734013080291334e-05 -3.4753182335407478e-05 4.4375257062643803e-05 -1.1600110396362393e-05 1.5202531241409642e-07 -7.2227914095416654e-05
leaf_weight=26 97 32 29 20 27 29 21 27 20 38 20 21 21 26 21 25 33 27 28 37 38 78 26 30 28 20 27 28 2197 24
leaf_count=26 97 32 29 20 27 29 21 27 20 38 20 21 21 26 21 25 33 27 28 37 38 78 26 30 28 20 27 28 2197 24
internal_value=0 1.89113e-07 -7.76606e-08 4.75261e-07 -7.18808e-06 -2.71291e-06 7.81787e-07 -4.84294e-06 1.77932e-05 1.37378e-07 -6.91758e-08 -3.01296e-07 -1.92498e-05 -5.31746e-05 1.71007e-07 -2.33535e-07 9.99246e-08 -1.75794e-07 1.43205e-07 -2.67332e-07 5.58036e-08 -2.29661e-07 1.38287e-05 -8.71053e-06 -7.79823e-07 -4.26531e-07 -1.34885e-07 1.58787e-05 -5.17986e-07 -1.49495e-05
internal_weight=0 3095 3063 2842 221 194 165 124 41 2822 2793 2755 67 46 2688 2667 2646 2621 2588 2560 2523 2496 94 68 2402 2374 2354 55 2299 102
internal_count=3121 3095 3063 2842 221 194 165 124 41 2822 2793 2755 67 46 2688 2667 2646 2621 2588 2560 2523 2496 94 68 2402 2374 2354 55 2299 102
is_linear=0
shrinkage=0.1


Tree=4364
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1456 0 156 1425 1426 484 12 151 3 482 16 158 484 1456 483 483 1455 481 13 1456 481 481 481 2 51 0
split_gain=1.2791e-06 3.08272e-05 2.14416e-05 5.48638e-06 1.18336e-06 1.95183e-06 1.13426e-06 1.42022e-06 1.27287e-06 1.32354e-06 4.75331e-06 5.19891e-06 3.70788e-06 6.40402e-06 2.30825e-06 2.00407e-06 5.07779e-06 7.06636e-06 2.06966e-06 4.55366e-06 2.27367e-06 2.89341e-06 1.12842e-05 5.78577e-06 5.05956e-06 2.82878e-06 5.28438e-06 2.69049e-06 6.97718e-06 5.49003e-06
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.11772000000000001 -0.080689999999999984 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 -0.09849999999999999 0.094580000000000011 -0.085764999999999994 -0.082234999999999989 0.078475000000000017 -0.010264999999999998 -0.14117999999999997 -0.063394999999999993 -0.0077899999999999992 -0.095689999999999983 -0.088629999999999987 0.092615000000000017 -0.087424999999999989 -0.081224999999999978 0.090820000000000026 -0.085784999999999986 -0.081614999999999979 -0.078899999999999984 0.08622500000000001 0.088210000000000011 -0.068944999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 6 -6 7 8 9 10 11 -4 13 -13 -14 16 -11 -18 -17 -20 21 22 -21 24 -23 -26 -27 28 29 -28
right_child=2 -3 4 -5 5 -7 -8 -9 -10 15 -12 12 14 -15 -16 18 17 -19 19 20 -22 23 -24 -25 25 26 27 -29 -30 -31
leaf_value=1.5701089974032554e-07 -9.89038946334569e-05 0.00011689327584463172 -4.4695298463791135e-05 -5.5114276528911438e-05 5.2047913777641957e-06 -3.8974757026153383e-05 2.3590178967597675e-05 -2.3465431542717854e-05 2.2498481838248646e-05 -5.6752381471431539e-05 4.5004090573759943e-05 1.1607837425092132e-06 9.4716057427159181e-06 7.0647658867528668e-05 -3.6979528678955377e-05 2.3706409661531941e-05 3.1847306936763361e-05 -3.9609056446352041e-05 -4.7643790967413228e-05 -6.5424759005899041e-05 2.3058907282934662e-05 -4.6947114131636111e-05 3.2922482096182651e-05 3.9059158935790615e-05 2.8819013309925248e-05 -4.6915796978434332e-05 6.4195678960503052e-06 -2.5244547483874222e-06 4.0436148314185237e-05 -1.3596487135243986e-05
leaf_weight=176 22 23 21 20 20 20 21 25 26 22 30 36 23 21 20 37 31 25 20 28 43 23 20 38 34 24 674 1375 51 172
leaf_count=176 22 23 21 20 20 20 21 25 26 22 30 36 23 21 20 37 31 25 20 28 43 23 20 38 34 24 674 1375 51 172
internal_value=0 7.36938e-06 -5.5614e-07 -5.48292e-06 1.95128e-07 -1.6885e-05 4.35693e-07 2.63204e-07 4.75522e-07 2.68659e-07 9.37197e-06 5.37555e-07 1.00365e-05 2.67612e-05 -1.21336e-05 -2.56599e-07 -1.6045e-05 -5.28553e-08 2.28434e-07 -1.18762e-07 2.64195e-07 -1.3768e-07 -2.44467e-05 3.50332e-07 -2.748e-07 1.85914e-07 -2.38096e-07 2.54979e-07 4.51554e-06 2.35011e-06
internal_weight=0 219 2902 196 2880 40 2840 2819 2794 2768 151 121 100 57 43 2617 78 56 2539 2502 2482 2439 48 2391 2353 2330 2296 2272 897 846
internal_count=3121 219 2902 196 2880 40 2840 2819 2794 2768 151 121 100 57 43 2617 78 56 2539 2502 2482 2439 48 2391 2353 2330 2296 2272 897 846
is_linear=0
shrinkage=0.1


Tree=4365
num_leaves=31
num_cat=0
split_feature=130 42 132 1185 1203 42 42 133 16 3 402 15 1186 129 1184 4 2 4 0 4 157 471 52 156 155 10 0 12 9 47
split_gain=1.10366e-06 1.72683e-06 1.19644e-06 5.90673e-06 4.35779e-06 1.21131e-06 2.40145e-06 1.85366e-06 2.84704e-06 2.79337e-06 1.49039e-06 1.19659e-06 1.08884e-06 2.05798e-06 2.0872e-06 1.27291e-06 3.48456e-06 8.86094e-06 2.5376e-06 1.84344e-06 7.17876e-06 4.48029e-06 3.325e-06 1.99737e-06 1.86352e-06 1.23315e-06 8.21295e-06 8.11038e-06 3.22292e-06 1.67182e-06
threshold=-0.22699999999999995 0.15021500000000002 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.0093649999999999983 -0.018024999999999996 -0.40071499999999999 -0.071854999999999988 -0.070649999999999977 0.086055000000000006 0.084655000000000022 0.090275000000000008 -0.077709999999999987 0.083155000000000021 -0.50940999999999981 0.095195000000000016 -0.52556499999999995 0.051010000000000007 -0.50052499999999989 -0.00078499999999999989 -0.085064999999999988 -0.56022499999999986 0.12592000000000003 0.10772000000000002 0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.091600000000000015 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 -2 11 -7 -9 13 -5 15 16 18 -18 -15 20 -17 -21 -23 24 25 28 -27 -28 29 -24
right_child=1 -3 3 12 -6 10 -8 9 -10 -11 -12 -13 -14 14 -16 19 17 -19 -20 21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-2.0517008698124513e-05 -1.0329537401738545e-05 2.3282006327463024e-05 5.3320921350470077e-05 -2.6175229383322103e-05 -4.4797018839475374e-05 -3.2588581663731023e-05 2.7234174335570709e-05 1.6671590241284796e-05 3.7376331639972126e-05 -4.4228238419402098e-05 3.5481560016272678e-06 -1.6344529380465087e-05 1.8146687748274857e-05 -1.9376792999450812e-05 3.1564296746399214e-05 5.2040190684206682e-05 1.3387857089810495e-05 -8.0744705855977385e-05 2.7360611931306688e-05 -4.7212656027113554e-05 -2.2770459912388342e-05 3.3398108535038773e-05 -9.7854436782523428e-07 -2.4915098418887285e-05 2.9891338670581934e-05 6.0778646669253559e-05 2.388479813891442e-05 -5.7716468013712157e-05 -3.851211714721682e-05 7.5424845729776985e-06
leaf_weight=26 29 32 21 30 27 25 31 21 22 22 21 23 33 21 21 29 20 20 26 20 23 30 2141 32 21 24 29 21 22 258
leaf_count=26 29 32 21 30 27 25 31 21 22 22 21 23 33 21 21 29 20 20 26 20 23 30 2141 32 21 24 29 21 22 258
internal_value=0 1.72356e-07 -6.90765e-08 4.82055e-07 -7.15648e-06 -1.91785e-06 2.48743e-06 -4.0694e-06 1.02495e-05 -1.5134e-05 -1.60914e-05 -5.86836e-07 8.8714e-08 -1.25028e-07 1.58332e-07 -8.2635e-08 -1.19848e-05 -3.36784e-05 6.47794e-06 3.08114e-07 1.89509e-05 -6.50281e-08 3.00741e-07 -8.89455e-08 2.26808e-07 -2.2873e-08 1.26933e-05 -1.03877e-05 -4.11553e-07 -6.21519e-08
internal_weight=0 3095 3063 2842 221 194 148 117 51 66 46 44 2821 2788 2758 2737 87 40 47 2650 52 2598 2578 2548 2516 2495 74 50 2421 2399
internal_count=3121 3095 3063 2842 221 194 148 117 51 66 46 44 2821 2788 2758 2737 87 40 47 2650 52 2598 2578 2548 2516 2495 74 50 2421 2399
is_linear=0
shrinkage=0.1


Tree=4366
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 11 51 13 11 157 3 13 51 11 41 41 1420 472 1420 43 130 12 4 52 4 2 43 51 43 1213 13
split_gain=1.26808e-06 3.29628e-05 1.9316e-05 6.93082e-06 1.27758e-06 6.18557e-06 6.99827e-06 2.17495e-06 1.35679e-06 2.20561e-06 4.09545e-06 3.88587e-06 3.72774e-06 2.73922e-06 8.25155e-06 1.52692e-06 2.20645e-06 2.03911e-06 1.51653e-06 4.88384e-06 3.55794e-06 2.57574e-06 6.76884e-06 1.72046e-06 5.17344e-06 2.01531e-06 9.63796e-06 4.06465e-06 8.01692e-06 1.04999e-05
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.094350000000000003 -0.057604999999999996 0.086705000000000018 0.089270000000000002 -0.50331999999999988 -0.16726499999999997 0.10002500000000002 -1.0000000180025095e-35 0.083010000000000014 0.088180000000000008 0.08110500000000001 -0.083279999999999979 -0.081429999999999989 -0.072689999999999991 -0.50775499999999985 -0.22699999999999995 0.090345000000000023 -0.50940999999999981 -0.12005499999999998 -0.39518999999999993 0.10060500000000001 0.084740000000000024 0.081440000000000026 0.055925000000000009 -0.0057349999999999996 -0.078279999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 7 -6 -7 8 -4 10 11 -10 13 14 15 16 -11 -17 20 -20 -19 22 -21 24 -23 27 -27 -25 -29 -30
right_child=2 -3 4 -5 5 6 -8 -9 9 12 -12 -13 -14 -15 -16 17 -18 18 19 21 -22 23 -24 25 -26 26 -28 28 29 -31
leaf_value=1.2764799831331514e-06 -9.3899598538304087e-05 0.00012971506368558041 -2.2672015347779961e-05 -6.0792907343056873e-05 5.1533165585877017e-05 3.0662167584523561e-05 -4.2763053028870165e-05 -3.0168764067184386e-05 2.6967178261353793e-05 4.041390020574909e-06 4.062996890273721e-05 -2.7868258075613995e-05 -4.3251179308754215e-05 -2.9466247598329869e-05 6.4421121742270763e-05 2.9256430783182925e-05 -4.2931429143209242e-05 -9.5145151796962401e-06 -4.7259467861625706e-05 2.0285775670864887e-05 4.8031108244252945e-05 -1.1328539767418989e-05 -5.4818830514185333e-05 8.4779289158860669e-08 5.2481268843015044e-05 -8.8105633976895137e-07 -7.0559631493107074e-05 -1.0668709094319732e-05 0.00010291551802982299 6.0915908306924395e-06
leaf_weight=179 22 20 26 20 27 25 27 24 24 20 38 28 20 31 20 24 20 22 22 21 21 27 28 2109 24 145 23 39 21 24
leaf_count=179 22 20 26 20 27 25 27 24 24 20 38 28 20 31 20 24 20 22 22 21 21 27 28 2109 24 145 23 39 21 24
internal_value=0 7.33759e-06 -5.53732e-07 -4.96165e-06 1.59327e-07 1.27006e-05 -7.46247e-06 -1.9439e-07 6.46615e-08 2.79548e-07 1.5676e-05 -2.5596e-06 -2.41188e-07 8.45214e-08 4.35508e-07 -5.85898e-08 -1.9445e-05 2.45511e-07 -3.01272e-08 -3.52572e-07 1.85892e-05 6.67506e-08 -2.26311e-05 5.2786e-07 1.86996e-05 1.35332e-07 -1.04204e-05 9.43978e-07 2.2516e-05 5.12761e-05
internal_weight=0 219 2902 199 2880 79 52 2801 2777 2751 90 52 2661 2641 2610 2590 40 2550 2526 2483 43 2461 49 2412 51 2361 168 2193 84 45
internal_count=3121 219 2902 199 2880 79 52 2801 2777 2751 90 52 2661 2641 2610 2590 40 2550 2526 2483 43 2461 49 2412 51 2361 168 2193 84 45
is_linear=0
shrinkage=0.1


Tree=4367
num_leaves=31
num_cat=0
split_feature=130 40 120 130 394 4 1429 1417 11 12 16 50 11 2 11 400 403 128 376 3 10 13 9 13 456 456 150 150 147 16
split_gain=1.27389e-06 2.30688e-06 1.54705e-06 1.49639e-06 1.99725e-06 3.36184e-06 1.17872e-06 2.08821e-06 1.91824e-06 5.66473e-06 4.35488e-06 8.35769e-06 4.12312e-06 3.14818e-06 2.61917e-06 2.05585e-06 4.29846e-06 2.30867e-06 1.62108e-06 2.66125e-06 2.05856e-06 7.10315e-06 4.35374e-06 1.61743e-06 1.61657e-06 2.95248e-06 3.20397e-06 3.4486e-06 3.43522e-06 2.12479e-06
threshold=-0.23123999999999997 -0.24290999999999999 0.090440000000000006 -0.14628999999999995 0.013605000000000001 -0.082349999999999993 0.12521000000000002 -0.080324999999999994 0.090070000000000025 0.10149500000000002 0.63167000000000006 -0.23771499999999998 0.086595000000000019 0.11093500000000002 0.083010000000000014 -0.14175499999999996 -0.088034999999999988 0.11738000000000001 0.087010000000000018 -0.014944999999999998 0.053330000000000009 -0.085584999999999981 0.088665000000000008 0.27266500000000005 -0.11319999999999998 -0.085409999999999986 0.12640500000000002 0.12068000000000002 0.094075000000000006 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 -5 10 -10 12 -12 14 -11 15 16 -9 18 20 -20 22 -22 23 24 -17 -26 27 28 29 -27
right_child=1 2 -4 4 5 -7 -8 8 9 13 11 -13 -14 -15 -16 17 -18 -19 19 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=2.3447466937005115e-05 -3.4026608163912902e-05 -2.4533882591640577e-05 2.3444431345913992e-05 -3.1130055494734488e-05 -7.9856091178953648e-06 4.866270798877602e-05 2.3922733271319887e-05 -1.0567256094873302e-05 4.3353689390737845e-05 1.6237422569247427e-05 8.8006386628573345e-06 -7.7583521799949405e-05 3.6718935843964575e-05 -3.50270212078138e-05 -3.6610866845876448e-05 -2.7368706411256096e-05 5.4995374994177838e-05 -2.4469777708873154e-05 -7.8735558417974981e-06 3.391167419977137e-05 2.2308293265186052e-05 -5.3044644764981812e-05 4.6224746765801685e-05 -2.7612188348898184e-05 3.8125463818232673e-05 -5.4690292006079771e-06 -3.1888675425761907e-05 3.9373748421150429e-05 -2.9836840962488147e-05 1.6843054007560051e-06
leaf_weight=23 20 25 28 22 20 22 20 20 38 25 24 21 30 23 20 22 20 40 27 35 22 29 20 22 20 535 32 22 39 1855
leaf_count=23 20 25 28 22 20 22 20 20 38 25 24 21 30 23 20 22 20 40 27 35 22 29 20 22 20 535 32 22 39 1855
internal_value=0 -1.74079e-07 4.58851e-08 -1.68921e-07 3.24421e-08 2.16873e-05 -2.72454e-07 -4.35769e-07 -2.06162e-07 1.45088e-05 -6.49414e-07 -3.1512e-05 -1.55174e-07 -8.32679e-06 -5.53096e-07 -2.91808e-07 2.22141e-05 -6.22777e-07 -2.66851e-07 1.57149e-05 -6.45334e-07 -2.05395e-05 -2.50086e-07 -6.15024e-07 -3.79801e-07 -1.42584e-07 -4.50824e-07 -4.03747e-08 -3.97357e-07 8.30359e-08
internal_weight=0 3098 3078 3050 3025 42 2983 2963 2941 86 2855 45 2810 48 2780 2760 40 2720 2680 62 2618 51 2567 2547 2525 2503 2483 2451 2429 2390
internal_count=3121 3098 3078 3050 3025 42 2983 2963 2941 86 2855 45 2810 48 2780 2760 40 2720 2680 62 2618 51 2567 2547 2525 2503 2483 2451 2429 2390
is_linear=0
shrinkage=0.1


Tree=4368
num_leaves=31
num_cat=0
split_feature=156 1426 1425 2 2 132 403 1204 130 160 479 1447 403 4 4 50 4 4 1 1 3 3 3 16 1 130 15 50 50 1213
split_gain=1.24002e-06 1.3833e-06 1.19174e-06 1.08344e-06 1.22069e-05 6.08361e-06 4.76983e-05 2.6685e-05 8.60116e-06 3.87148e-06 8.47309e-06 4.53341e-06 1.50985e-05 4.2132e-06 1.53981e-05 1.60954e-05 1.1651e-05 5.89685e-06 6.92797e-06 3.46727e-05 4.4792e-05 1.03825e-05 1.26646e-05 8.25626e-06 6.97102e-06 5.6126e-06 4.33296e-06 3.49941e-06 3.50756e-06 2.96432e-06
threshold=0.32523500000000005 -0.08286499999999998 0.08789000000000001 0.084415000000000004 0.084550000000000014 -0.083284999999999984 -0.074254999999999988 -0.078604999999999994 0.0043850000000000009 -0.54784999999999984 0.086465000000000014 -0.085709999999999995 -0.54448499999999989 -0.083644999999999983 -0.080924999999999983 0.083640000000000006 -0.087894999999999987 -0.079164999999999985 0.093700000000000019 0.09202500000000001 -0.014944999999999998 -0.078244999999999995 -0.080409999999999995 -0.014754999999999999 0.094715000000000008 -0.008624999999999999 -0.018314999999999994 0.12045500000000002 0.10030500000000002 -0.085284999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 -7 9 -9 11 -11 -13 16 15 -15 25 -16 19 20 21 22 23 -19 -20 -14 -25 28 -26 -6
right_child=-2 2 -4 4 29 7 -8 8 -10 10 -12 12 13 14 17 -17 -18 18 24 -21 -22 -23 -24 26 27 -27 -28 -29 -30 -31
leaf_value=-2.2700009625017024e-05 2.4217984450626231e-05 0.00012432911221064085 2.0570306670768852e-05 -7.5519539082465197e-05 1.2855031874873299e-05 -9.3842250962866117e-05 -4.8668939100881452e-05 3.5784479746325817e-05 5.3755320894483162e-05 4.0164040459179285e-05 -6.0884943021929678e-05 -7.7506538150373683e-05 4.7388309096938678e-05 5.3470147880337514e-06 -4.2115178727946274e-05 0.00012376365036536962 -7.0587811297936499e-05 6.5811713702223159e-05 -5.9014280387517913e-05 0.00012211746577252467 -0.00013855137178325096 8.4226216280182026e-05 -4.141509452892933e-05 -1.8285495284406792e-05 -8.8438080046268261e-07 -1.2074681458136439e-05 3.8255736581049862e-05 -3.7448512315071034e-05 4.0669246531747795e-05 -1.6952920762263036e-06
leaf_weight=27 21 30 28 22 151 29 34 32 33 30 22 24 22 24 29 22 28 37 22 28 20 22 35 33 265 57 23 24 22 1925
leaf_count=27 21 30 28 22 151 29 34 32 33 30 22 24 22 24 29 22 28 37 22 28 20 22 35 33 265 57 23 24 22 1925
internal_value=0 -1.6405e-07 3.3955e-08 -1.54885e-07 -1.42219e-06 2.65273e-06 3.24239e-05 4.94907e-07 3.69839e-06 1.68636e-06 3.03421e-07 2.0585e-06 5.07391e-07 3.13339e-06 6.36349e-06 6.19811e-05 -1.51605e-05 1.79491e-06 4.19301e-06 1.90061e-05 2.02303e-06 2.07663e-05 9.85911e-06 2.91558e-05 -4.61476e-06 4.48463e-06 4.9368e-06 -7.66565e-07 2.30091e-06 -6.36959e-07
internal_weight=0 3100 3073 3045 2098 947 64 883 854 821 789 767 737 713 606 46 107 560 531 198 170 150 128 93 333 79 56 311 287 2076
internal_count=3121 3100 3073 3045 2098 947 64 883 854 821 789 767 737 713 606 46 107 560 531 198 170 150 128 93 333 79 56 311 287 2076
is_linear=0
shrinkage=0.1


Tree=4369
num_leaves=31
num_cat=0
split_feature=158 1 121 3 481 52 483 12 50 133 0 1456 157 0 157 16 133 0 1 41 33 16 15 159 43 156 13 160 48 1375
split_gain=1.26847e-06 3.78314e-06 5.4319e-06 3.24259e-06 4.84579e-06 5.88447e-06 5.06157e-06 3.35571e-06 2.02508e-06 1.21301e-05 7.69093e-06 2.81328e-06 2.1132e-06 1.94987e-06 6.10474e-06 1.04702e-05 3.48426e-06 3.28395e-06 4.59296e-06 1.53451e-06 5.13044e-06 3.21273e-06 1.79203e-06 1.78036e-06 5.20704e-06 6.65589e-06 3.61612e-06 2.22274e-06 5.85414e-06 4.20262e-06
threshold=0.10737500000000001 0.16540500000000002 -0.094339999999999993 -0.049509999999999992 -0.085749999999999979 0.008405000000000001 -0.096724999999999992 0.096475000000000019 -0.099524999999999988 0.090665000000000009 -0.067094999999999988 0.10959500000000001 0.63604500000000008 0.12411500000000002 -0.04831499999999999 0.31475000000000003 0.088115000000000013 0.10455500000000001 0.10672000000000002 0.088180000000000008 -0.0066799999999999993 -0.052894999999999991 -0.56020999999999987 0.10442500000000002 -0.076124999999999984 0.093155000000000002 -0.083499999999999977 0.11205000000000002 0.087555000000000008 -0.24467499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -6 -8 9 10 -4 12 13 17 -15 16 -16 19 -19 20 -10 -21 -22 27 26 -26 -25 29 -29 -24
right_child=3 -3 8 -5 5 -7 7 -9 11 -11 -12 -13 -14 14 15 -17 -18 18 -20 21 22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-4.8249824423059502e-05 -4.6476197475645421e-05 4.0871958797493869e-05 -5.1003882761809417e-05 -4.0242918273886772e-05 -4.1672535699035509e-05 3.9961758437649617e-05 3.7248479100071566e-05 -1.4605866107768424e-05 4.7058389069813228e-05 7.9115304933194164e-05 2.6140865247725743e-05 -2.8062747774778733e-05 -3.192421645508148e-05 -3.3513940774452876e-05 -1.278748893890077e-05 8.9675310664461005e-05 3.746634311441581e-05 -5.9085994788884739e-05 7.1271954220719646e-06 2.5034492051766374e-06 -2.411065374715314e-05 -4.0286308415358817e-05 -4.3696414848620242e-05 1.5952735733056519e-05 5.7839579504231487e-05 -1.3678956723172609e-06 -3.739536511636322e-05 -6.0438471229966072e-06 6.0158696347075016e-05 2.1816232574813482e-07
leaf_weight=23 21 23 24 27 30 35 24 26 24 22 28 35 20 21 37 20 22 22 20 47 29 28 22 24 39 37 27 34 22 2308
leaf_count=23 21 23 24 27 30 35 24 26 24 22 28 35 20 21 37 20 22 22 20 47 29 28 22 24 39 37 27 34 22 2308
internal_value=0 4.73246e-07 1.56664e-07 -8.58811e-06 -2.3037e-06 5.76258e-06 -9.19956e-06 1.02842e-05 5.38995e-07 1.68701e-05 -9.4644e-06 1.13166e-07 4.64988e-07 6.97753e-07 1.44084e-05 2.71472e-05 5.95123e-06 1.86735e-07 -2.75559e-05 6.27928e-07 1.04003e-06 -1.34714e-05 6.05551e-07 8.90776e-07 1.24277e-05 2.90149e-05 -1.22904e-05 2.76697e-07 1.99643e-05 -1.96482e-07
internal_weight=0 2958 2935 163 136 115 80 50 2912 74 52 2838 2803 2783 100 79 59 2683 42 2641 2566 75 2542 2513 127 76 51 2386 56 2330
internal_count=3121 2958 2935 163 136 115 80 50 2912 74 52 2838 2803 2783 100 79 59 2683 42 2641 2566 75 2542 2513 127 76 51 2386 56 2330
is_linear=0
shrinkage=0.1


Tree=4370
num_leaves=31
num_cat=0
split_feature=33 132 1185 1203 47 47 9 3 47 47 131 457 0 3 1 3 13 1446 1456 1456 42 13 2 0 15 48 150 2 42 402
split_gain=1.16731e-06 1.22546e-06 6.38737e-06 2.82432e-06 1.34597e-06 1.28325e-05 6.85201e-06 1.53057e-05 2.44136e-06 2.34974e-06 1.77482e-06 1.84055e-06 2.65857e-06 3.26928e-06 4.9997e-06 4.53257e-06 2.12788e-06 1.53897e-06 1.6154e-06 1.681e-06 1.61653e-06 5.76175e-06 1.5462e-05 8.2224e-06 6.11124e-06 4.36168e-06 3.97988e-06 4.61179e-06 3.17466e-06 2.49572e-06
threshold=-0.009184999999999997 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.094160000000000008 0.096850000000000006 0.087755000000000014 -0.13309499999999996 0.09055500000000001 0.087885000000000019 0.096490000000000006 -0.078789999999999985 -0.060129999999999996 -0.077774999999999983 0.10727500000000002 -0.080564999999999984 -0.050064999999999991 0.11787500000000002 0.11585000000000002 0.10620000000000002 0.11839500000000001 -0.066634999999999986 0.090425000000000019 -0.068189999999999987 0.093115000000000017 0.12879500000000002 0.12820000000000001 0.10005000000000001 0.11720500000000002 -0.45454999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 8 -8 9 17 11 -7 13 15 -15 -13 -16 18 19 20 25 -22 -23 -24 -25 26 28 -28 29 -4
right_child=1 2 4 -5 5 10 7 -9 -10 -11 -12 12 -14 14 16 -17 -18 -19 -20 -21 21 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-1.9308316874347869e-05 -2.7670957159642013e-06 5.5696248767032693e-05 2.3389470564697233e-05 -3.7276243609893658e-05 7.6822407375705859e-05 -1.7634396351370796e-05 2.5396626458883556e-05 -8.3030914165647122e-05 3.084086198354131e-05 -2.8260256658541039e-05 -2.1202333772235404e-05 1.1486113017781463e-05 -1.7452256669356658e-05 -3.5228851571592453e-05 -5.7170470337756089e-06 6.5125633947267806e-05 3.0613713014597464e-05 2.7998930745525287e-05 -2.0880016245428126e-05 2.6794217293020967e-05 5.5314506236451656e-05 -6.7292384741449507e-05 7.033785679959693e-05 -4.091805926041811e-05 3.044509964118853e-05 -4.5777791127052512e-05 -1.0930415886501908e-06 6.5255769186478574e-05 -3.7532269791130523e-05 -6.7361882983881218e-07
leaf_weight=31 195 21 44 27 24 35 23 30 26 29 33 50 36 28 28 23 38 20 36 24 24 25 25 21 28 21 22 20 23 2111
leaf_count=31 195 21 44 27 24 35 23 30 26 29 33 50 36 28 28 23 38 20 36 24 24 25 25 21 28 21 22 20 23 2111
internal_value=0 1.93703e-07 7.47764e-07 -6.96415e-06 3.42453e-07 6.73765e-06 -3.96803e-07 -3.59775e-05 3.57808e-07 3.73232e-08 5.30882e-07 3.54431e-06 7.19581e-06 1.25092e-05 1.79106e-07 2.83862e-05 1.52007e-05 3.73096e-07 1.45161e-07 4.62123e-07 1.94792e-07 1.13567e-05 7.00206e-07 2.36707e-05 -1.39111e-07 -4.1784e-07 1.12404e-08 3.05016e-05 -5.76729e-07 -1.82307e-07
internal_weight=0 3090 2868 222 2847 295 2552 53 2499 2473 271 238 203 167 94 73 66 2444 2424 2388 2364 123 99 74 49 2241 2220 42 2178 2155
internal_count=3121 3090 2868 222 2847 295 2552 53 2499 2473 271 238 203 167 94 73 66 2444 2424 2388 2364 123 99 74 49 2241 2220 42 2178 2155
is_linear=0
shrinkage=0.1


Tree=4371
num_leaves=31
num_cat=0
split_feature=130 1 1373 457 49 1348 52 16 43 131 43 1447 481 3 43 4 1455 484 131 483 160 0 4 4 0 2 15 43 12 1209
split_gain=1.38546e-06 1.90678e-06 1.32773e-06 2.51292e-06 7.00529e-06 3.6203e-06 1.30306e-06 2.94554e-06 3.28145e-06 7.15923e-06 5.05301e-06 3.7548e-06 4.03603e-06 6.34223e-06 1.82736e-05 8.43609e-06 3.06321e-06 4.275e-06 4.55902e-06 3.08656e-06 3.24587e-06 3.50399e-06 3.83034e-06 6.77202e-06 4.33854e-06 1.26265e-05 3.59579e-06 2.93213e-06 2.86886e-06 2.77789e-06
threshold=-0.23123999999999997 0.16540500000000002 -1.0000000180025095e-35 0.11612500000000002 -0.046979999999999987 -0.047944999999999995 0.091275000000000009 0.15891500000000003 -0.082389999999999977 0.089305000000000009 -0.080554999999999974 -0.086304999999999979 -0.081539999999999987 -0.082039999999999988 -0.0073899999999999999 -0.080744999999999997 0.10994000000000001 -0.017214999999999998 0.10880000000000001 0.09567500000000001 -0.42244999999999994 -0.085384999999999975 -0.077519999999999992 -0.07168999999999999 -0.073309999999999986 0.11293500000000002 -0.11713499999999999 -0.084359999999999991 0.090020000000000017 -0.087714999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 29 8 9 27 -10 -12 -13 14 -14 -15 17 -17 19 20 -19 26 -23 -24 -25 -26 -22 -8 -16 -7
right_child=1 -3 3 4 -6 6 7 -9 10 -11 11 12 13 15 28 16 -18 18 -20 -21 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=2.4452680736430921e-05 -2.2900356445461513e-05 -2.6640216815899804e-05 -4.2520008719293401e-05 -1.3927786881140491e-05 6.4194522962101144e-05 2.7780486393916922e-05 9.0511362954655332e-06 -3.1479308602734419e-05 -4.8738401094921687e-05 6.385280535555053e-05 -4.4876281450948839e-05 3.206545836953658e-05 -8.7233575073476072e-05 5.5963193369313596e-05 -1.0790691105487188e-05 4.3815510053675449e-05 -3.9190315432538876e-05 2.0186249877246603e-05 -4.896650316368323e-05 3.8331983687385219e-05 -5.2369877131752679e-06 3.5616217519418573e-05 -5.1951066524014573e-05 -2.6153685511027495e-05 8.2969748620512082e-05 -1.6221047432433502e-05 -6.0568979255470407e-05 -3.216211764430184e-05 3.3272371092607499e-05 8.6129048335855636e-07
leaf_weight=23 25 27 20 24 22 39 97 36 26 22 21 33 33 27 45 21 21 49 20 20 24 24 27 28 21 33 23 21 22 2247
leaf_count=23 25 27 20 24 22 39 97 36 26 22 21 33 33 27 45 21 21 49 20 20 24 24 27 28 21 33 23 21 22 2247
internal_value=0 -1.81544e-07 5.10784e-08 2.39452e-07 2.34351e-05 -1.16214e-07 1.68375e-07 -3.6268e-06 -2.10296e-06 1.14808e-05 -5.77425e-06 -3.50379e-06 -1.65916e-06 -4.20005e-06 -2.6323e-05 2.34519e-06 -2.30975e-06 3.60913e-07 -3.03145e-06 6.58109e-07 -2.63219e-06 -8.84387e-06 -5.49794e-07 -8.51295e-06 5.78984e-06 2.23532e-05 -3.23143e-05 1.71657e-06 3.67778e-06 1.32054e-06
internal_weight=0 3098 3071 3046 46 3000 2980 694 658 140 518 492 471 438 100 338 311 290 269 249 229 180 133 109 82 54 47 118 67 2286
internal_count=3121 3098 3071 3046 46 3000 2980 694 658 140 518 492 471 438 100 338 311 290 269 249 229 180 133 109 82 54 47 118 67 2286
is_linear=0
shrinkage=0.1


Tree=4372
num_leaves=31
num_cat=0
split_feature=40 130 42 47 2 47 39 48 1374 148 457 0 147 147 483 483 484 0 16 484 150 158 4 15 0 484 484 0 1447 1446
split_gain=1.25546e-06 3.65408e-06 2.18852e-06 1.49189e-06 1.63215e-05 5.11228e-06 2.26654e-06 1.93465e-06 3.44596e-06 2.17988e-06 2.91486e-06 1.00642e-05 2.19354e-06 2.92698e-06 2.6839e-06 3.41776e-06 2.69813e-06 5.86455e-06 4.34374e-06 2.49656e-06 2.14568e-06 2.02017e-06 4.85137e-06 6.09011e-06 3.45205e-06 3.00944e-06 3.77312e-06 1.04646e-05 6.38809e-06 1.62602e-05
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.10076500000000001 0.12879500000000002 -0.26569999999999994 -0.10069499999999999 0.098180000000000003 -0.085669999999999982 0.092780000000000015 0.090115000000000015 -0.47181499999999993 -0.24282999999999996 -0.10156 -0.081584999999999977 -0.0019699999999999995 -0.091749999999999984 0.11614000000000001 0.096590000000000023 -0.081609999999999988 -0.0096849999999999974 -0.23091999999999999 -0.085934999999999984 -0.081684999999999994 -0.087414999999999979 -0.085684999999999997 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 7 -6 8 -3 -10 12 -12 13 14 -11 -16 17 18 -17 -18 -14 24 -23 -24 -21 -26 27 -27 29 -28
right_child=1 2 -4 4 6 -7 -8 -9 9 10 11 -13 20 -15 15 16 19 -19 -20 21 -22 22 23 -25 25 26 28 -29 -30 -31
leaf_value=2.4974129628390075e-05 -4.0770923086793944e-05 3.8224518683212712e-05 2.656517579878475e-05 -9.4034502410522691e-05 1.3931199669523455e-06 4.9786174072540318e-05 -3.2612705230608949e-05 -2.8624194514439138e-05 3.3050023448595317e-05 3.3594235825754978e-05 -6.3372229995930588e-05 2.2308772391765022e-05 3.7055126053279053e-06 -3.6321147259017873e-05 -3.4747716105292582e-05 1.8511143510165444e-05 -3.4603383522023378e-05 4.7341423678996142e-05 -3.8194218062802645e-05 4.1140712069353049e-05 4.6590853971792965e-05 -4.6467213815049041e-05 -1.3086144687598967e-05 4.5420987887403251e-05 3.2397783365138763e-05 1.0369413445232567e-05 9.3689228290713797e-05 -7.9223150012033079e-05 -2.6110183091509813e-07 -1.6360797259845435e-05
leaf_weight=20 22 24 31 20 294 21 21 23 20 24 29 26 28 22 28 35 21 38 22 21 20 31 93 22 29 32 25 22 2028 29
leaf_count=20 22 24 31 20 294 21 21 23 20 24 29 26 28 22 28 35 21 38 22 21 20 31 93 22 29 32 25 22 2028 29
internal_value=0 -1.61067e-07 1.29097e-07 -1.39774e-07 -6.43576e-06 6.37652e-07 -8.73935e-07 2.5425e-07 5.03109e-07 1.60835e-07 -8.97494e-08 -2.28685e-05 3.97733e-07 -5.31207e-09 3.14267e-07 -8.31723e-09 3.89029e-07 1.69115e-05 -3.37514e-06 -2.78049e-07 2.15744e-05 3.10559e-08 -1.13578e-05 -1.89348e-06 7.917e-07 4.00324e-07 -3.40988e-08 -2.61313e-05 6.42773e-07 3.45883e-05
internal_weight=0 3101 3079 3048 335 2713 315 2692 2669 2645 2625 55 2570 2522 2500 2476 2448 95 57 2353 48 2332 146 115 2186 2165 2136 54 2082 54
internal_count=3121 3101 3079 3048 335 2713 315 2692 2669 2645 2625 55 2570 2522 2500 2476 2448 95 57 2353 48 2332 146 115 2186 2165 2136 54 2082 54
is_linear=0
shrinkage=0.1


Tree=4373
num_leaves=31
num_cat=0
split_feature=130 40 40 40 48 0 34 34 97 9 1 40 9 15 44 158 132 1186 399 52 132 13 52 1 399 484 49 51 484 13
split_gain=1.44136e-06 1.96902e-06 1.26251e-06 2.42744e-06 1.85061e-06 2.66984e-06 1.54723e-06 3.45882e-06 9.79005e-06 3.7896e-06 9.23972e-06 2.06176e-06 1.40079e-06 1.29643e-06 1.25351e-06 3.75872e-06 1.35466e-06 3.43026e-05 1.81756e-05 2.81907e-06 2.69188e-06 2.11369e-06 1.90967e-06 2.44349e-06 1.70849e-06 1.44553e-06 2.01091e-05 1.22008e-05 3.76679e-06 1.83252e-05
threshold=-0.23123999999999997 -0.24290999999999999 -0.085734999999999992 -0.08440499999999998 0.087555000000000008 -0.080119999999999983 -0.112215 -0.057544999999999992 -0.082154999999999992 0.091600000000000015 0.12205500000000001 -0.081564999999999985 1.0000000180025095e-35 -0.56020999999999987 0.099360000000000018 -0.47356499999999996 -0.083284999999999984 0.0044650000000000011 0.091580000000000009 0.10347000000000002 -0.030684999999999994 0.056795000000000005 0.08568000000000002 0.089625000000000024 0.087805000000000008 0.091180000000000011 0.11236 -0.081684999999999994 0.085790000000000019 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -5 8 -8 11 -11 -9 13 -13 15 -15 17 19 20 21 -18 22 23 -17 -24 28 27 -27 -22 -30
right_child=1 2 3 6 -6 -7 7 9 -10 10 -12 12 -14 14 -16 16 18 -19 -20 -21 25 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=2.4941121734192839e-05 -3.1460658033211078e-05 5.2167485648624286e-06 -3.417747017617027e-05 -2.5895663293340478e-05 -1.2042600948396805e-05 5.1791945770673921e-05 -1.4315417169639441e-05 2.620618980169335e-05 7.1077222382882614e-05 -7.9779889929341153e-05 1.1410831164994307e-05 -2.5709376456006797e-05 2.5583376762889593e-05 3.7908673346884405e-05 -2.015496111198445e-05 1.1479688243388697e-05 3.5677703479970143e-05 0.00013199418715657886 -7.5821277869181364e-05 -3.698227569111623e-05 -1.5835259468870057e-07 2.7175015684801822e-05 -4.2384892532771289e-05 -2.5898267315073019e-05 -3.8043218959652826e-06 -7.6949416024945109e-05 0.00010024368900866692 6.9488212694488117e-06 -9.7698243474081647e-05 7.5321031391020801e-06
leaf_weight=23 20 32 21 23 21 20 29 30 25 20 25 20 21 26 31 73 21 20 32 25 2218 23 22 23 24 20 21 130 23 59
leaf_count=23 20 32 21 23 21 20 29 30 25 20 25 20 21 26 31 73 21 20 32 25 2218 23 22 23 24 20 21 130 23 59
internal_value=0 -1.85171e-07 1.80486e-08 -2.97613e-07 1.30121e-05 2.31303e-05 -5.91823e-08 1.41506e-07 2.52182e-05 -3.24315e-07 -2.91184e-05 1.28422e-07 -1.47825e-07 -3.40054e-07 -1.58261e-07 6.63401e-08 -2.93536e-07 7.42351e-06 -9.35604e-07 -5.68919e-06 2.60097e-08 -9.47812e-07 -5.50292e-06 2.52455e-06 -2.22559e-05 -2.76979e-07 8.59343e-06 -4.23761e-06 -9.36475e-07 -2.19837e-05
internal_weight=0 3098 3078 3005 73 52 2984 2961 54 2907 45 2862 2832 2811 2791 2760 2734 210 2524 190 2492 165 142 96 46 2471 171 150 2300 82
internal_count=3121 3098 3078 3005 73 52 2984 2961 54 2907 45 2862 2832 2811 2791 2760 2734 210 2524 190 2492 165 142 96 46 2471 171 150 2300 82
is_linear=0
shrinkage=0.1


Tree=4374
num_leaves=31
num_cat=0
split_feature=394 403 132 1203 1185 50 1186 390 394 52 394 394 2 403 2 403 1209 1212 1212 1212 401 401 1212 52 12 12 133 12 12 42
split_gain=1.33562e-06 1.76959e-06 1.41507e-06 3.04382e-05 1.73787e-05 6.10768e-06 1.54647e-06 1.73336e-06 1.5185e-06 4.34174e-06 3.31772e-06 4.29949e-06 3.3043e-06 1.25135e-06 8.09253e-06 2.92066e-06 2.48554e-06 1.69338e-06 2.05804e-06 9.40067e-06 6.70798e-06 1.83938e-06 1.99514e-06 1.73185e-06 4.44705e-06 8.51458e-06 1.17701e-05 7.39901e-06 5.8553e-06 1.01889e-05
threshold=-0.14580499999999996 -0.014954999999999998 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.090275000000000008 0.088485000000000008 -0.082159999999999997 0.08709500000000002 -0.078674999999999981 -0.0088999999999999982 0.084550000000000014 -0.5492149999999999 0.083715000000000026 -0.5425549999999999 -0.092099999999999987 -0.42670499999999995 -0.092474999999999988 -0.087464999999999987 0.092675000000000021 0.11655000000000001 -0.063924999999999996 0.0031350000000000002 0.086565000000000017 0.087695000000000009 0.088625000000000009 0.085785000000000014 0.089300000000000004 0.088200000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -2 7 8 9 12 -10 -12 -6 14 -13 -15 -17 -18 20 -20 -19 22 -21 -24 27 26 -26 -25 29 -27
right_child=2 -3 4 -5 6 -7 -8 -9 10 -11 11 13 -14 15 -16 16 17 18 19 21 -22 -23 23 24 25 28 -28 -29 -30 -31
leaf_value=-3.5692285337063367e-05 1.0305716583797573e-06 3.5720211929980332e-06 -8.8859024320051761e-05 0.00011668571920460597 5.9642534291593955e-05 -5.7523181963006211e-05 2.294682430450242e-05 -2.7218273708453837e-05 -3.870337141878818e-05 -2.4488180361004198e-05 4.3339569650846032e-05 6.5179941011592752e-05 7.8538938818642892e-06 -3.8454085188277535e-05 -1.5907568581496889e-05 2.852427135318673e-05 -2.293391775669024e-05 -1.5031556024276201e-05 -6.1595693376148119e-05 2.5931548322356927e-05 5.0753907663372577e-05 -2.8110277692220456e-05 1.938901547242251e-06 -8.1090741443290429e-06 -7.1731531628254994e-07 2.7910656227708833e-06 9.6281065303959297e-05 -6.262139228346718e-05 3.5190895912069339e-06 -6.9090029600457384e-05
leaf_weight=24 163 22 22 23 22 20 30 23 22 20 23 20 28 20 32 30 33 31 25 30 31 23 1570 320 29 49 22 27 354 33
leaf_count=24 163 22 22 23 22 20 30 23 22 20 23 20 28 20 32 30 33 31 25 30 31 23 1570 320 29 49 22 27 354 33
internal_value=0 -1.69137e-05 2.53012e-07 8.25869e-06 -3.21812e-07 -5.36875e-06 3.62353e-07 1.21837e-07 3.46899e-07 1.48897e-05 -2.68155e-08 2.88094e-07 3.06409e-05 -8.1516e-08 1.52799e-05 -3.85587e-07 -9.3539e-08 -4.26692e-07 -1.34735e-07 -5.8427e-07 1.78612e-05 3.65219e-08 3.02494e-07 -1.7336e-08 -3.69994e-06 2.46392e-06 4.11251e-05 -1.23507e-05 -2.05837e-06 -2.61367e-05
internal_weight=0 46 3075 206 2869 183 2847 2817 2794 70 2724 2702 50 2679 52 2627 2607 2577 2544 2482 62 2457 2434 2404 834 487 51 347 436 82
internal_count=3121 46 3075 206 2869 183 2847 2817 2794 70 2724 2702 50 2679 52 2627 2607 2577 2544 2482 62 2457 2434 2404 834 487 51 347 436 82
is_linear=0
shrinkage=0.1


Tree=4375
num_leaves=31
num_cat=0
split_feature=132 1185 1203 394 11 130 4 4 9 9 34 9 2 97 374 2 2 472 12 12 1 3 15 12 16 16 48 475 12 4
split_gain=1.24734e-06 7.71836e-06 4.07941e-06 1.35061e-06 1.26904e-06 1.14388e-06 2.14656e-06 1.5069e-06 1.47503e-06 2.55324e-06 2.34714e-06 3.72857e-06 3.13194e-06 2.22065e-06 1.46242e-06 1.43241e-06 8.0225e-06 4.74934e-06 4.53106e-06 7.6462e-06 1.26995e-05 7.21796e-06 1.04894e-05 5.26231e-06 4.285e-06 6.51682e-06 1.01198e-05 5.63306e-06 7.50637e-06 5.01936e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.080504999999999979 0.106895 -0.23123999999999997 0.62931500000000018 0.6227450000000001 -0.08619499999999998 -0.036024999999999995 -0.057544999999999992 0.091600000000000015 -1.0000000180025095e-35 -0.084074999999999983 0.085145000000000012 0.10584500000000001 0.10699500000000002 -0.080779999999999977 0.078300000000000008 0.083310000000000009 0.07863500000000001 -0.011549999999999998 -0.031204999999999997 0.083535000000000012 -0.018494999999999998 -0.087659999999999988 0.087555000000000008 -0.024084999999999999 -1.0000000180025095e-35 0.10924000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 7 8 13 -10 -11 12 -12 -7 15 18 -17 -18 21 20 -20 22 -14 -21 25 26 29 -26 -29 -23
right_child=1 4 -4 -5 -6 6 -8 -9 9 10 11 -13 14 -15 -16 16 17 -19 19 23 -22 24 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-2.0290237604151974e-05 6.0958389907942293e-05 2.2139250567375794e-05 -4.3654111787974316e-05 1.6443670145896894e-06 2.4037930622646609e-05 -4.5328945340034331e-06 -2.4515093379780713e-05 2.7410846596467311e-05 -2.7258302686407533e-05 2.7283212529577978e-05 2.9765134012060506e-05 -3.1916164949212252e-05 7.4642215141091804e-06 4.1455243081145458e-05 1.9123828468237711e-05 -5.0680247987757976e-05 3.7423476821678723e-05 -4.1254301436523027e-06 -7.5004279912310933e-06 4.7728892984552027e-05 -9.8258202654376102e-05 -5.3782905872693577e-05 9.2792229217593557e-05 -4.4934217429891149e-07 -9.2106657004563223e-06 -4.4653303545298212e-05 5.7245733674230559e-05 -1.2176937184449344e-05 6.2549295043714761e-05 1.3029202876747479e-05
leaf_weight=34 21 23 27 161 22 21 36 20 35 31 35 37 34 21 38 36 29 536 58 23 21 23 25 1586 43 36 26 20 41 22
leaf_count=34 21 23 27 161 22 21 36 20 35 31 35 37 34 21 38 36 29 536 58 23 21 23 25 1586 43 36 26 20 41 22
internal_value=0 5.53216e-07 -7.22426e-06 -2.18013e-06 1.12456e-07 -7.18443e-08 -2.52167e-07 6.01191e-08 -1.36861e-07 -4.22462e-07 -7.45898e-08 -3.92346e-07 5.08078e-08 1.84612e-05 -3.49655e-07 -6.38827e-07 -4.90922e-06 -1.99283e-06 6.71951e-07 -1.25198e-06 -3.16259e-05 1.27001e-05 4.36202e-05 2.39346e-07 4.05417e-06 -9.99527e-06 7.57781e-06 1.85089e-05 3.80489e-05 -2.11192e-05
internal_weight=0 2899 222 195 2878 2856 2833 2797 2777 2735 2700 2669 2632 42 2597 2559 601 565 1958 1688 79 270 59 1609 211 107 71 104 61 45
internal_count=3121 2899 222 195 2878 2856 2833 2797 2777 2735 2700 2669 2632 42 2597 2559 601 565 1958 1688 79 270 59 1609 211 107 71 104 61 45
is_linear=0
shrinkage=0.1


Tree=4376
num_leaves=31
num_cat=0
split_feature=401 401 133 401 132 1185 1203 401 391 391 401 401 1 121 9 10 43 2 12 42 403 133 43 403 2 16 402 3 42 13
split_gain=1.15877e-06 1.33714e-06 4.89189e-06 2.75884e-06 1.26059e-06 6.20726e-06 3.09357e-06 1.37113e-06 5.09527e-06 2.74662e-06 2.23335e-06 2.58345e-06 1.37171e-06 4.60731e-06 2.1781e-06 4.42228e-06 8.5684e-06 4.08637e-06 1.94968e-06 1.7018e-06 1.38413e-06 4.05149e-06 5.12143e-06 3.37716e-06 8.39313e-06 4.04325e-06 3.16522e-06 2.02917e-06 6.5756e-06 4.89079e-06
threshold=0.13837000000000002 0.11769000000000002 -0.047229999999999987 0.11336 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10632500000000002 -0.088134999999999977 -0.079769999999999994 0.10022000000000002 0.094540000000000013 0.16540500000000002 -0.094339999999999993 0.092410000000000006 0.053330000000000009 -0.076834999999999987 -0.090999999999999984 0.095330000000000012 -0.23108499999999998 0.085640000000000008 -0.054584999999999995 -0.43469499999999994 0.022375000000000003 0.086000000000000007 -0.065999999999999989 0.096735000000000002 -0.094874999999999987 -0.14803999999999998 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 -1 8 -7 -10 11 12 13 -11 15 17 -17 -15 -16 -19 23 26 -23 27 -25 -26 -22 29 -29 -21
right_child=-2 2 -4 -5 5 7 -8 -9 9 10 -12 -13 -14 14 18 16 -18 19 -20 20 21 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-2.7870760610594662e-06 -2.3411171692021613e-05 -1.3674154656330628e-05 4.5982486362508672e-05 -3.5404488120217472e-05 5.4862559287964056e-05 -5.0249801570316781e-05 -3.9601023106045508e-05 1.9958778643090879e-05 3.7330979137095713e-05 -4.3726225855304322e-05 -3.1595672457611233e-05 3.2392402412369849e-05 2.4962780910507058e-05 3.9151490609920411e-05 4.5522320397139994e-05 1.1962517427967949e-05 -7.9494535857520542e-05 2.6000233447120991e-05 1.3671850604168868e-06 1.8732967790046683e-05 1.0263144387684659e-05 1.8147181506517682e-05 -4.4034851383073076e-05 -6.9041844908497297e-05 2.8690618085049747e-05 -2.2501399869017608e-05 5.19318779529735e-05 -4.9476740228523597e-05 -6.5296366265927755e-07 -4.2543857890197294e-06
leaf_weight=187 21 28 27 22 21 20 26 35 20 24 22 25 22 27 20 21 20 25 20 177 61 27 26 25 27 36 26 28 1861 194
leaf_count=187 21 28 27 22 21 20 26 35 20 24 22 25 22 27 20 21 20 25 20 177 61 27 26 25 27 36 26 28 1861 194
internal_value=0 1.58604e-07 1.56118e-05 -1.20519e-07 1.36262e-07 6.9848e-07 -7.2808e-06 2.90647e-07 4.06891e-08 4.08579e-07 1.3649e-07 3.95817e-07 9.58864e-08 -1.10946e-07 2.88431e-07 -7.04428e-08 -3.26507e-05 4.55459e-07 2.34448e-05 3.97034e-08 -2.21154e-07 9.4382e-06 -1.23572e-05 -7.97095e-07 -2.00165e-05 -5.61964e-07 2.27159e-05 -4.87299e-08 -1.37666e-06 6.71263e-06
internal_weight=0 3100 55 3045 3023 2810 213 2789 2754 2734 2714 2692 2667 2645 2621 2581 41 2540 40 2513 2488 140 53 2348 88 63 87 2260 1889 371
internal_count=3121 3100 55 3045 3023 2810 213 2789 2754 2734 2714 2692 2667 2645 2621 2581 41 2540 40 2513 2488 140 53 2348 88 63 87 2260 1889 371
is_linear=0
shrinkage=0.1


Tree=4377
num_leaves=31
num_cat=0
split_feature=40 130 40 132 50 1185 1203 394 1204 3 16 133 12 15 1213 402 16 401 402 401 131 123 131 4 131 15 1446 479 481 12
split_gain=1.22006e-06 3.58705e-06 2.16896e-06 1.18585e-06 3.055e-05 1.7964e-05 5.57321e-06 1.4732e-06 1.41277e-06 1.59151e-06 1.12671e-06 1.89786e-06 2.22764e-06 1.9281e-06 1.50231e-06 1.09395e-06 4.34182e-06 1.91543e-06 8.74344e-06 1.58244e-06 1.4644e-06 1.48035e-06 1.71353e-06 5.61784e-06 3.83045e-06 2.88658e-06 1.86834e-06 2.75251e-06 1.67746e-06 3.68612e-06
threshold=-0.24620999999999996 -0.22699999999999995 -0.15322999999999998 -0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 -0.080504999999999979 -0.082274999999999987 -0.087784999999999988 -0.097644999999999996 -0.37971999999999995 0.098810000000000023 -0.045854999999999993 1.0000000180025095e-35 -0.45454999999999995 -0.069144999999999984 -0.13200999999999999 -0.40883999999999993 -0.46360499999999999 0.11925000000000001 0.11679000000000002 0.099565000000000015 -0.067104999999999984 0.096610000000000015 -0.022504999999999997 -0.09143999999999998 0.10713500000000002 -0.15689499999999998 0.084405000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -5 7 -4 9 -7 -9 12 -12 -13 -15 16 19 -17 -19 -10 21 22 24 -24 26 -25 -20 28 29 -28
right_child=1 2 3 5 -6 8 -8 10 15 -11 11 13 -14 14 -16 17 -18 18 20 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=2.4619516445341108e-05 -4.0394442054424546e-05 3.21567326712587e-05 -1.7982506755529088e-05 -9.0650324405446145e-05 0.00012481245003073126 1.1193791895335459e-07 -5.4907021449253081e-05 2.6565453910214795e-05 -2.6694334307345952e-05 3.8682877420797016e-05 1.0377751442276695e-05 3.7126283894481494e-05 -3.3048421418816028e-05 -1.3034555811299794e-05 2.0290778259853447e-05 2.4190445099286025e-05 4.5352541943429974e-05 -6.5082165868564826e-05 -2.9704358418960261e-05 1.260911803910858e-05 1.9187807826208309e-05 2.0791539825282258e-05 -4.615549954386162e-05 -1.0177070593002739e-05 3.9451713343652274e-05 3.279538891960825e-05 9.2300520918797715e-06 2.8703764166948533e-05 -4.7520803179292124e-07 -5.1483344868756838e-05
leaf_weight=20 22 21 34 22 20 23 20 21 21 20 21 21 27 31 24 31 25 21 22 20 38 32 35 54 24 22 20 32 2357 20
leaf_count=20 22 21 34 22 20 23 20 21 21 20 21 21 27 31 24 31 25 21 22 20 38 32 35 54 24 22 20 32 2357 20
internal_value=0 -1.58791e-07 1.287e-07 -9.12441e-08 6.99892e-06 -6.38178e-07 -4.84164e-06 7.52258e-07 6.47924e-08 1.80519e-05 5.14524e-06 1.51762e-06 -1.40495e-05 1.13495e-05 1.50741e-06 -2.14027e-07 1.25063e-05 -5.2405e-07 -8.10247e-07 -7.52192e-06 -3.02073e-07 -5.84966e-07 -8.49486e-07 -1.30046e-05 -3.0435e-07 2.26233e-06 -6.93638e-07 -4.30881e-07 -8.19829e-07 -2.11266e-05
internal_weight=0 3101 3079 3058 219 2839 199 179 2817 43 145 124 48 76 55 2774 66 2708 2677 41 2656 2618 2586 111 2475 76 2451 2429 2397 40
internal_count=3121 3101 3079 3058 219 2839 199 179 2817 43 145 124 48 76 55 2774 66 2708 2677 41 2656 2618 2586 111 2475 76 2451 2429 2397 40
is_linear=0
shrinkage=0.1


Tree=4378
num_leaves=31
num_cat=0
split_feature=130 40 120 10 0 9 9 1204 132 1185 15 133 43 51 43 52 1210 403 43 1213 1213 12 12 12 43 1210 43 1176 402 1212
split_gain=1.34414e-06 1.80894e-06 1.1915e-06 1.32446e-06 6.18658e-06 7.85058e-06 2.97437e-06 1.25708e-06 1.24352e-06 3.3784e-06 3.17348e-06 1.2899e-06 1.44765e-06 8.08189e-06 2.76944e-06 5.90318e-06 4.12007e-06 2.81711e-06 3.39205e-06 2.20481e-06 2.70724e-06 1.98127e-06 5.96265e-06 5.36827e-06 5.5336e-06 1.36225e-05 6.82823e-06 5.05743e-06 5.66994e-06 6.48079e-06
threshold=-0.23123999999999997 -0.24290999999999999 0.090440000000000006 0.0036750000000000007 -0.080119999999999983 0.092890000000000014 0.091600000000000015 0.053645000000000005 -0.083174999999999985 -0.014244999999999999 0.091475000000000015 -0.50375999999999987 0.084740000000000024 0.081440000000000026 0.055925000000000009 0.10744000000000002 0.15724500000000002 0.022375000000000003 0.064745000000000011 0.23509000000000002 0.12389500000000002 0.094580000000000011 0.094070000000000015 0.093535000000000021 0.0034250000000000005 -0.13847499999999999 0.0061450000000000003 0.085295000000000024 0.11174500000000002 -0.04353499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -6 7 8 10 -10 -3 -11 14 -14 16 17 19 18 -16 20 21 22 23 24 25 -13 -26 28 -27 -30
right_child=1 2 -4 4 5 -7 -8 -9 9 11 -12 12 13 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 27 -28 -29 29 -31
leaf_value=2.4085334157659775e-05 -3.0155962853086753e-05 -3.395435044504391e-06 2.0550403418643067e-05 5.3806259762495754e-05 -4.0878092568163994e-05 3.4197306418858573e-05 -3.8018061041795941e-05 2.0467798383143765e-05 3.9126882620621478e-05 1.5857390017303336e-05 -4.2212810482548474e-05 6.3184286839006943e-05 -1.2685203241325332e-06 -6.9195880760162249e-05 4.3940874551797452e-05 6.3743373504534948e-05 -3.8028585098298461e-05 -2.8444735180528371e-05 -9.2721534601878373e-06 -2.8001824622541402e-05 3.2315440344413776e-05 -6.1651656349816954e-06 4.3415190926184141e-05 -3.9441120051461357e-05 -6.9826984372411971e-05 1.3563349456780347e-06 -2.0337419510514551e-06 4.979959201245081e-05 2.5030920038592409e-06 -7.5162229352697204e-05
leaf_weight=23 20 172 28 25 30 26 21 29 22 49 24 36 141 20 23 21 29 20 25 28 26 441 33 33 24 1649 39 21 22 21
leaf_count=23 20 172 28 25 30 26 21 29 22 49 24 36 141 20 23 21 29 20 25 28 26 441 33 33 24 1649 39 21 22 21
internal_value=0 -1.78817e-07 1.59662e-08 -1.72547e-07 1.24437e-05 -6.02166e-06 -5.16743e-07 -2.49604e-07 -4.55429e-07 9.83196e-08 -8.14858e-06 -2.19573e-07 -5.16621e-07 -9.7067e-06 7.73584e-08 1.73995e-05 -5.64468e-07 3.08738e-06 1.62258e-05 -1.06626e-07 2.26451e-07 -1.33322e-07 1.2831e-06 5.29519e-07 1.25746e-06 2.30628e-06 -2.78597e-05 1.02688e-06 4.21547e-07 -3.54265e-05
internal_weight=0 3098 3078 3050 81 56 2969 2948 2919 2723 196 2701 2652 161 2491 89 2402 68 48 2373 2345 2319 1878 1845 1812 1749 63 1713 1692 43
internal_count=3121 3098 3078 3050 81 56 2969 2948 2919 2723 196 2701 2652 161 2491 89 2402 68 48 2373 2345 2319 1878 1845 1812 1749 63 1713 1692 43
is_linear=0
shrinkage=0.1


Tree=4379
num_leaves=31
num_cat=0
split_feature=40 130 42 47 2 47 39 484 484 484 133 13 13 13 1 48 12 142 46 147 150 49 448 132 1 1185 132 0 2 9
split_gain=1.16798e-06 3.22565e-06 2.08619e-06 1.23052e-06 1.31926e-05 4.43992e-06 1.93794e-06 1.87947e-06 2.45649e-06 2.2021e-06 1.87784e-06 2.95719e-06 4.76748e-06 3.03822e-06 2.9114e-06 2.36203e-06 1.6375e-06 4.35493e-06 5.1557e-06 2.05045e-06 2.09575e-06 8.9699e-06 3.05378e-06 2.02409e-06 3.1021e-05 1.60119e-05 8.13135e-06 2.56394e-06 2.39767e-06 1.79957e-06
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.10076500000000001 -0.078424999999999981 -0.051889999999999999 -0.092084999999999986 -0.14717499999999997 -0.076384999999999995 -0.083764999999999992 -0.00051499999999999994 0.11588000000000001 0.11280000000000003 0.12757000000000002 -0.057499999999999989 1.0000000180025095e-35 0.099730000000000027 0.12640500000000002 -0.045154999999999994 1.0000000180025095e-35 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 -0.085314999999999988 -0.073309999999999986 0.096540000000000015 0.08925000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 16 7 9 -9 -6 -10 12 -12 14 -13 -15 17 -3 19 20 22 -22 23 24 26 -25 27 28 -19 -27
right_child=1 2 -4 4 6 -7 -8 8 10 -11 11 13 -14 15 -16 -17 -18 18 -20 -21 21 -23 -24 25 -26 29 -28 -29 -30 -31
leaf_value=2.4088336174372672e-05 -3.8310352779676163e-05 4.5828366165508107e-05 2.5927876618703934e-05 -8.4619116335034051e-05 1.4293465090202454e-06 4.6363462180514559e-05 -3.0210823197627354e-05 3.5955333564545624e-05 3.0063101023967776e-05 -4.1090800546260739e-05 -4.1847995040219153e-06 -4.7160037921099558e-05 4.8983503998337817e-05 1.8879871404351434e-05 1.1922359408345076e-06 -1.7262512003733056e-05 -2.2646934408957381e-05 5.6197702540512513e-06 -5.0470972018956674e-05 2.7411097965211541e-05 1.8783039026207656e-05 -6.4529580655895794e-05 3.5388807969866319e-05 -8.9616415862110444e-05 0.0001093232286317895 -1.3833559199798372e-07 -5.6717533600560817e-05 3.6577863629645438e-05 -3.0267604142864005e-05 2.0511796250249001e-05
leaf_weight=20 22 21 31 20 29 21 21 23 21 21 48 33 26 40 20 33 31 83 20 28 28 24 25 20 27 2271 27 20 24 43
leaf_count=20 22 21 31 20 29 21 21 23 21 21 48 33 26 40 20 33 31 83 20 28 28 24 25 20 27 2271 27 20 24 43
internal_value=0 -1.55365e-07 1.17259e-07 -1.4525e-07 -5.8632e-06 5.60799e-07 -8.62823e-07 1.23346e-06 4.85284e-06 -1.64291e-05 1.61593e-06 -1.37102e-06 1.4496e-05 -1.06897e-05 -2.89139e-05 2.54153e-06 2.03498e-07 4.697e-07 1.08892e-07 4.94998e-07 2.04238e-07 -1.96689e-05 6.1109e-07 2.65387e-07 1.04526e-05 -5.24628e-07 -6.8818e-06 3.71319e-06 -2.42973e-06 2.45396e-07
internal_weight=0 3101 3079 3048 335 2713 315 294 244 50 221 200 74 126 53 73 2692 2661 2640 2620 2592 52 2540 2515 181 2334 154 127 107 2314
internal_count=3121 3101 3079 3048 335 2713 315 294 244 50 221 200 74 126 53 73 2692 2661 2640 2620 2592 52 2540 2515 181 2334 154 127 107 2314
is_linear=0
shrinkage=0.1


Tree=4380
num_leaves=31
num_cat=0
split_feature=130 1 46 44 1456 13 154 49 40 42 49 1452 50 51 157 1 1 0 51 12 34 9 1 1 1 3 1 12 1 2
split_gain=1.38206e-06 1.85373e-06 1.3227e-06 4.1529e-06 1.68669e-06 4.19302e-06 1.63891e-06 1.84027e-06 3.98771e-06 5.34884e-06 2.46906e-06 3.41229e-06 3.05957e-06 5.41377e-06 1.98455e-06 2.21224e-06 1.03582e-05 1.307e-05 1.7616e-05 1.62017e-05 6.17262e-06 5.26552e-06 5.19667e-06 8.91811e-06 4.893e-06 7.64874e-06 7.07435e-06 1.21997e-05 9.92479e-06 6.47838e-06
threshold=-0.23123999999999997 0.16540500000000002 0.084955000000000017 0.10049500000000001 0.11027500000000001 -0.051094999999999995 0.085530000000000009 0.11707000000000002 -0.045684999999999996 0.097315000000000026 0.11042000000000002 -0.073234999999999981 -0.23848499999999997 -0.46007999999999993 0.63334000000000013 0.10293500000000001 0.107145 -0.14794999999999997 -0.063174999999999995 0.086345000000000019 -0.057544999999999992 0.086220000000000005 0.10920500000000001 0.11039500000000001 0.096255000000000021 0.088060000000000013 0.094090000000000021 0.095175000000000023 0.093400000000000025 0.085045000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 7 10 -9 -10 11 -2 13 -13 15 20 17 -17 -19 -20 -14 24 -18 -24 26 29 28 -28 -22 -26
right_child=1 -3 3 -5 5 -7 -8 8 9 -11 -12 12 14 -15 -16 16 22 18 19 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=2.4422642103593756e-05 -3.2289744081026586e-05 -2.6269324209554018e-05 5.1136178863089304e-05 -9.4750431974087135e-06 4.6096621885868343e-06 -5.1418569753216369e-05 2.8645957700064175e-05 3.1470103781430229e-05 -6.2957704578661435e-06 -5.3752512794744692e-05 2.5513673562016219e-05 -8.779982731539349e-06 4.8907464477249764e-05 6.4798344974406068e-05 3.1528773470199666e-05 2.8866590524557982e-05 3.0259149262180801e-05 2.4383561430156641e-05 -0.00014114259902271443 -3.4867168710661649e-05 3.6642767562637167e-07 -4.9036404137344415e-05 -6.3515363676149556e-05 6.1049298036969533e-07 1.5892966887461581e-05 -3.2631382366941711e-05 -7.6952728343918181e-05 1.5932140628977395e-05 6.6462022051461611e-05 7.3303372382411161e-05
leaf_weight=23 32 27 20 26 34 22 20 20 114 30 39 20 27 20 20 25 53 21 26 32 1855 21 23 380 61 21 31 26 23 29
leaf_count=23 32 27 20 26 34 22 20 20 114 30 39 20 27 20 20 25 53 21 26 32 1855 21 23 380 61 21 31 26 23 29
internal_value=0 -1.81316e-07 4.80475e-08 1.68777e-05 -2.07874e-07 -1.74014e-05 1.16424e-07 -7.70627e-08 -1.03713e-05 -1.61826e-05 5.29132e-07 1.7429e-07 5.57064e-07 2.80092e-05 1.46412e-07 -9.00794e-08 -5.67298e-06 -3.41513e-05 -5.40937e-05 -8.25079e-05 1.40296e-06 7.82436e-07 8.22081e-07 -3.0493e-06 1.29377e-06 2.17118e-05 1.22507e-07 -3.45842e-05 1.17591e-06 3.43919e-05
internal_weight=0 3098 3071 46 3025 56 2969 2949 164 144 2785 2746 2714 40 2674 2654 560 104 79 58 2094 2067 456 403 2046 111 1935 57 1878 90
internal_count=3121 3098 3071 46 3025 56 2969 2949 164 144 2785 2746 2714 40 2674 2654 560 104 79 58 2094 2067 456 403 2046 111 1935 57 1878 90
is_linear=0
shrinkage=0.1


Tree=4381
num_leaves=31
num_cat=0
split_feature=120 1 120 1 45 45 1429 156 475 33 1 43 159 147 1 147 42 42 42 4 42 1447 1447 42 12 42 42 4 4 4
split_gain=1.17369e-06 2.43691e-06 6.89001e-06 3.15312e-06 1.73537e-06 1.86866e-06 2.20537e-06 2.33745e-06 1.81693e-06 1.7434e-06 1.37999e-06 3.89157e-06 7.31336e-06 3.71947e-06 2.82132e-06 2.07582e-06 1.47207e-06 9.94971e-06 9.74928e-06 2.37324e-05 7.13104e-06 4.79361e-06 1.02795e-05 4.04757e-06 1.35513e-05 7.01736e-06 3.92739e-06 3.83266e-06 6.72705e-06 7.43354e-06
threshold=0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 0.10331000000000001 0.083445000000000005 -0.23587499999999997 0.3248100000000001 0.093020000000000005 -0.044254999999999996 0.13686500000000004 -0.074974999999999986 0.085545000000000024 0.099730000000000027 0.14000500000000002 0.093875000000000014 0.087505000000000013 0.087745000000000004 0.086950000000000013 -0.078629999999999992 0.086730000000000015 -0.086424999999999988 -0.084549999999999986 0.085730000000000015 0.085110000000000005 0.08623500000000002 0.088060000000000013 -0.084134999999999988 -0.081839999999999982 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 -8 13 -12 14 15 -13 16 18 -18 20 -20 23 -19 -23 -11 -25 -26 -24 -28 -29 -30
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 10 11 12 -14 -15 -16 -17 17 21 19 -21 -22 22 26 24 25 -27 27 28 29 -31
leaf_value=3.2310945347749762e-05 -2.1157978741170017e-05 3.1918974172147804e-05 -5.8573035712470304e-05 3.7199339393460514e-05 2.6270704513081002e-05 -3.0650271492049795e-05 2.9214584901637864e-05 -3.4281135885976258e-05 2.6865413638006433e-05 -2.1910624643318607e-07 2.1602329390589149e-05 -7.6447008413822463e-05 1.9005319446478098e-05 3.4436586687544121e-05 -2.6056618859001905e-05 -2.9080340289510789e-05 -5.9962176552896082e-05 4.4669352477781522e-05 0.00012997667044146511 -5.8856246343768571e-06 -5.7677494831815629e-05 -7.1724314849624148e-05 3.1414287839955553e-05 8.596205022210294e-05 -4.2287024538941649e-05 2.3522769402535593e-05 1.9140010332002452e-05 -5.0033136780726753e-05 4.6275725180748852e-05 -4.5258860558998794e-06
leaf_weight=21 26 24 20 23 25 20 20 20 25 1608 25 20 25 31 25 25 30 22 20 36 21 21 36 24 26 43 76 31 30 722
leaf_count=21 26 24 20 23 25 20 20 20 25 1608 25 20 25 31 25 25 30 22 20 36 21 21 36 24 26 43 76 31 30 722
internal_value=0 1.77739e-07 -7.03198e-08 3.13179e-07 3.29999e-08 -1.85429e-07 1.88272e-08 -2.10118e-07 2.15005e-08 -2.08564e-07 -4.11692e-07 -1.22649e-05 -2.43603e-05 -9.81735e-09 -4.84523e-05 -3.95179e-07 -1.34025e-07 -3.27194e-06 1.57436e-06 4.26366e-05 2.38998e-07 -1.45882e-06 -2.5667e-06 9.54017e-07 2.12377e-05 -1.27512e-06 -9.44011e-07 -2.30012e-06 -4.38116e-06 -2.49923e-06
internal_weight=0 3095 3071 3051 3028 3003 2983 2962 2942 2917 2897 95 70 2802 45 2771 2746 968 1778 56 1722 938 916 1701 93 69 895 859 783 752
internal_count=3121 3095 3071 3051 3028 3003 2983 2962 2942 2917 2897 95 70 2802 45 2771 2746 968 1778 56 1722 938 916 1701 93 69 895 859 783 752
is_linear=0
shrinkage=0.1


Tree=4382
num_leaves=31
num_cat=0
split_feature=156 0 12 12 3 16 1 121 10 9 9 15 457 457 1348 3 52 51 16 0 13 1 1 1 124 1 1 157 1 1
split_gain=1.10344e-06 1.16808e-06 1.29867e-05 7.36108e-06 8.23075e-06 2.67038e-06 1.87544e-06 4.69157e-06 1.47252e-06 6.65844e-06 1.97521e-06 1.47509e-06 1.35052e-06 1.8461e-06 4.10325e-06 1.50585e-06 3.8616e-06 4.44045e-06 3.12939e-06 4.68706e-06 2.56427e-06 2.47543e-06 7.4763e-06 7.13212e-06 3.36204e-06 4.79116e-06 7.13327e-06 3.19443e-06 3.0522e-06 5.5192e-06
threshold=0.32523500000000005 0.10455500000000001 0.099100000000000008 0.091200000000000017 -0.24190499999999995 0.042200000000000008 0.16540500000000002 -0.094339999999999993 0.0036750000000000007 0.092235000000000011 0.091600000000000015 -0.56020999999999987 0.31508000000000008 0.11612500000000002 -0.047944999999999995 0.14121000000000003 0.077655000000000016 0.095375000000000015 -0.020119999999999996 -0.14001499999999997 -0.17933499999999997 0.10557500000000002 0.10374500000000002 0.10708500000000001 -0.08645499999999999 0.11061500000000002 0.10920500000000001 -0.063984999999999986 0.102705 0.10089500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -3 7 -1 10 -10 11 -9 13 14 -13 20 17 18 19 -17 -16 22 28 -23 -25 26 -26 -27 29 -22
right_child=-2 2 -4 4 -6 -7 -8 8 9 -11 -12 12 -14 -15 15 16 -18 -19 -20 -21 21 23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-4.4933509027190588e-05 2.2845379204400596e-05 3.578700185850418e-06 -6.8901292678643145e-05 -1.1772163010651379e-05 7.1046643513130096e-05 -3.4469638412701899e-05 2.7558953632251362e-05 -2.4919284090213735e-05 4.6808415076653051e-05 -1.7210880700702093e-05 -2.977886061588916e-05 -4.4670125935226681e-05 -2.024628586021267e-05 2.4253175375964601e-05 -2.9810090401432329e-05 5.4741232650650841e-06 4.764092091894175e-05 3.9817368004217243e-05 1.665512568757145e-05 -6.0574484806844944e-05 1.1380845422602128e-06 -5.3825135188769014e-05 5.8569176974782276e-05 3.2379820007008675e-05 -5.8409981598693729e-06 2.9306827530397391e-05 -7.9966179027906052e-05 -4.2281964632437337e-06 -3.4208903906574049e-05 5.14818272759757e-05
leaf_weight=23 21 39 29 21 28 35 25 23 33 32 22 20 31 33 28 22 24 24 27 21 2142 30 23 25 37 33 20 204 24 22
leaf_count=23 21 39 29 21 28 35 25 23 33 32 22 20 31 33 28 22 24 24 27 21 2142 30 23 25 37 33 20 204 24 22
internal_value=0 -1.54756e-07 -8.70339e-06 5.48961e-06 3.55529e-05 -1.44171e-05 2.86015e-07 5.27533e-08 4.09541e-07 1.52912e-05 6.83383e-08 3.01768e-07 5.09684e-07 7.42897e-07 4.5829e-07 7.91833e-07 1.18394e-05 2.69864e-06 -1.00278e-05 -2.67822e-05 2.88117e-07 6.17316e-07 1.85276e-06 -7.20953e-06 -2.82562e-06 -5.81928e-06 -3.18498e-05 4.41237e-07 1.25656e-06 1.6499e-06
internal_weight=0 3100 152 123 49 74 2948 2923 2900 65 2835 2813 2790 2759 2726 2706 118 94 70 43 2588 2560 2211 349 319 294 57 237 2188 2164
internal_count=3121 3100 152 123 49 74 2948 2923 2900 65 2835 2813 2790 2759 2726 2706 118 94 70 43 2588 2560 2211 349 319 294 57 237 2188 2164
is_linear=0
shrinkage=0.1


Tree=4383
num_leaves=31
num_cat=0
split_feature=40 4 42 2 13 2 42 2 42 130 132 394 15 1 0 1203 0 1213 0 1213 4 4 43 48 4 4 11 16 4 457
split_gain=1.24749e-06 3.63715e-06 1.17649e-06 4.50791e-06 3.89989e-06 3.10783e-06 2.16528e-06 4.41252e-06 1.63378e-06 1.64405e-06 1.47037e-06 6.34902e-06 4.75578e-06 2.54699e-06 4.57489e-06 1.52326e-06 1.70077e-06 2.65354e-06 1.55222e-06 1.6728e-06 1.40601e-06 5.44827e-06 1.23503e-05 1.95855e-05 1.1168e-05 5.44154e-06 1.06597e-05 5.06264e-06 3.63202e-06 3.08154e-06
threshold=-0.24620999999999996 0.63556000000000001 -0.16797499999999996 0.10005000000000001 0.0049450000000000006 0.11474000000000002 -0.14609499999999997 0.083995000000000014 -0.12995999999999999 0.13302000000000003 -0.083174999999999985 0.013605000000000001 0.092400000000000024 0.088135000000000005 -0.082284999999999983 0.085685000000000011 -0.09515499999999999 0.085855000000000015 -0.084889999999999979 -1.0000000180025095e-35 -0.011559999999999999 -0.0078799999999999981 -0.085739999999999997 0.078735000000000013 -0.0096849999999999974 -0.0070899999999999991 -0.011194999999999998 -0.18708499999999997 -0.012509999999999999 -0.096529999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 -4 -8 10 12 20 13 15 -15 16 -10 18 -18 -20 27 22 24 -24 -22 -23 -27 -12 -29 -28
right_child=1 -3 6 5 -6 -7 8 -9 9 -11 11 -13 -14 14 -16 -17 17 -19 19 -21 21 25 23 -25 -26 26 29 28 -30 -31
leaf_value=2.4894694297472598e-05 -5.6537587018586542e-06 -4.1636424365216435e-05 5.689044221071527e-05 4.082097284481279e-05 -6.4662631398061343e-05 -1.4926973758520036e-05 -2.8349655140118556e-05 -8.7408362950165098e-06 2.1336629736022308e-05 2.6959674790344692e-05 -5.1844033559973465e-05 4.2447633194974008e-05 -5.4398575430241186e-05 -5.7752881288511818e-05 6.1589917701591433e-06 2.6634674486558652e-05 2.2546435457115879e-05 -3.7830961280798711e-05 -2.9186909367646358e-05 1.1223160545341672e-05 3.6348954547619263e-05 -5.1302901929375374e-05 0.00010135139146869834 8.3451423484976196e-07 -5.6960825293509554e-05 6.8676323122496768e-05 -3.6357654418047195e-05 -4.273449623510354e-07 -3.3495434902707695e-05 6.7052567285176588e-07
leaf_weight=20 24 21 20 20 21 20 20 21 26 23 20 36 20 21 24 24 24 22 21 20 23 20 36 42 29 23 23 1438 34 985
leaf_count=20 24 21 20 20 21 20 20 21 26 23 20 36 20 21 24 24 24 22 21 20 23 20 36 42 29 23 23 1438 34 985
internal_value=0 -1.60562e-07 1.22228e-07 -1.14791e-05 -3.31912e-05 1.2947e-05 4.51482e-07 2.32744e-05 1.34711e-07 3.28879e-07 1.18467e-07 7.32177e-07 -8.11193e-06 -3.02549e-06 -2.36665e-05 3.75442e-06 -1.1051e-06 -7.81182e-06 2.3485e-06 -9.47468e-06 1.70353e-07 2.74818e-06 2.20605e-05 4.72269e-05 -1.56892e-05 3.59409e-07 1.36159e-06 -1.87014e-06 -1.19115e-06 -1.74363e-07
internal_weight=0 3101 3080 85 45 40 2995 41 2954 2934 2911 2709 202 182 45 137 113 87 65 41 2673 1181 130 78 52 1051 1031 1492 1472 1008
internal_count=3121 3101 3080 85 45 40 2995 41 2954 2934 2911 2709 202 182 45 137 113 87 65 41 2673 1181 130 78 52 1051 1031 1492 1472 1008
is_linear=0
shrinkage=0.1


Tree=4384
num_leaves=31
num_cat=0
split_feature=1208 1208 403 3 402 1210 1185 128 47 52 128 0 43 128 1210 43 16 1209 1209 12 484 16 12 13 0 12 403 12 52 43
split_gain=1.12976e-06 2.98633e-06 1.63805e-06 1.16532e-05 3.94164e-06 2.71076e-06 1.39667e-06 1.26033e-06 4.08847e-06 2.95426e-06 3.63699e-06 4.03146e-06 3.19811e-06 2.64771e-06 3.45571e-06 1.5078e-05 1.39986e-05 5.79773e-06 2.59587e-06 1.9526e-06 4.60168e-06 8.00509e-06 7.02462e-06 4.84779e-06 3.86578e-06 3.52513e-06 3.06305e-06 5.64817e-06 7.32733e-06 3.47467e-06
threshold=0.11846000000000001 0.10683000000000002 -0.53960999999999981 -0.085709999999999995 0.23460000000000003 -0.094799999999999982 -0.087384999999999977 0.089745000000000005 0.10648500000000001 0.088005000000000014 0.096300000000000011 -0.076899999999999982 -0.0098449999999999979 0.086950000000000013 -0.079004999999999978 -0.0047449999999999992 -0.081414999999999987 -0.084629999999999997 -0.065739999999999979 0.10911500000000002 0.090535000000000018 -0.25582999999999995 0.11586 -0.050064999999999991 -0.072594999999999979 0.10711000000000002 0.072365000000000027 0.09364500000000002 0.088005000000000014 -0.00067499999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7 13 9 10 -9 12 -12 14 15 16 -8 -16 -19 25 21 -21 24 -24 -23 26 -20 29 -29 -28
right_child=-2 -3 4 -5 -6 6 7 8 -10 -11 11 -13 -14 -15 17 -17 -18 18 19 20 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-3.8771992865349607e-05 2.0758195527238199e-05 -3.6073617702245627e-05 3.225287759610532e-05 4.9791385912939386e-05 -3.8276145242569468e-05 2.0279403939970177e-05 -0.00010050859426782052 -5.9767949178855081e-05 3.1544349770807791e-05 1.1807014250349092e-05 -4.5928799294128305e-05 1.9799691982860587e-05 -3.0217554240152823e-06 3.5482317027691314e-05 4.7393094288194194e-05 5.0130062300013384e-05 9.8724754934664829e-06 -3.0908777273873929e-05 -1.2510677568918201e-06 6.2347955887768575e-05 -3.5182597061975682e-05 6.8941938252464755e-06 -5.2353008587405464e-05 1.9549705533651065e-06 6.30818535501021e-05 -3.2005606579852092e-05 1.3473462304366045e-05 9.274520354362419e-06 8.7416086862504024e-05 -1.3853260375191512e-05
leaf_weight=24 26 23 26 39 27 33 27 21 22 33 38 26 32 21 26 20 20 27 2143 30 20 24 22 65 25 35 120 30 20 76
leaf_count=24 26 23 26 39 27 33 27 21 22 33 38 26 32 21 26 20 20 27 2143 30 20 24 22 65 25 35 120 30 20 76
internal_value=0 -1.74383e-07 9.43943e-08 1.6053e-05 -2.39733e-07 1.04661e-07 -1.78104e-07 -4.09065e-07 -8.71348e-06 -1.4618e-05 -2.20712e-05 -1.3825e-05 -2.63142e-05 1.1015e-07 -1.61944e-07 -2.25923e-05 -5.35379e-05 4.02394e-07 -6.09199e-08 2.58196e-07 1.01323e-05 1.55919e-05 5.27804e-06 -1.17781e-05 3.55614e-05 -4.99468e-07 -3.78875e-08 1.05306e-05 4.05311e-05 2.87739e-06
internal_weight=0 3095 3072 63 3009 2982 2956 2923 172 150 117 96 70 2751 2730 67 47 2663 2637 2610 186 166 136 87 49 2424 2389 246 50 196
internal_count=3121 3095 3072 63 3009 2982 2956 2923 172 150 117 96 70 2751 2730 67 47 2663 2637 2610 186 166 136 87 49 2424 2389 246 50 196
is_linear=0
shrinkage=0.1


Tree=4385
num_leaves=31
num_cat=0
split_feature=40 130 39 158 481 159 1456 15 483 15 158 41 1446 3 15 1447 4 160 1447 1447 480 480 158 158 158 1 1447 3 13 13
split_gain=1.10127e-06 3.21285e-06 2.02762e-06 1.05693e-06 4.69283e-06 3.07057e-06 3.33698e-06 5.47773e-06 2.61367e-06 2.22664e-06 4.33718e-06 1.66465e-06 1.57284e-06 8.0482e-06 2.4061e-05 7.23762e-06 1.96286e-05 1.28487e-05 5.13974e-06 5.9394e-06 5.04027e-06 3.45761e-06 2.61976e-06 2.77008e-06 2.53496e-06 2.46138e-06 4.5421e-06 2.33229e-06 2.07303e-06 3.16852e-06
threshold=-0.24620999999999996 -0.22699999999999995 0.15438500000000002 0.10380000000000002 -0.085749999999999979 -0.023324999999999995 -0.063824999999999979 0.085730000000000015 -0.059844999999999995 -0.066844999999999988 0.107145 0.11457000000000002 0.083715000000000026 -0.085784999999999986 0.040760000000000005 -0.086359999999999978 -0.083644999999999983 -0.090764999999999985 -0.082659999999999997 -0.091094999999999995 0.11387000000000001 0.093630000000000005 0.096590000000000023 0.085030000000000008 0.082560000000000008 0.086720000000000005 -0.051529999999999992 -0.081054999999999974 -0.41572999999999993 -0.17933499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 11 -5 -6 7 -7 -8 10 -10 12 18 14 -14 17 -17 -15 19 -3 21 22 23 24 28 26 -18 -25 -20 -30
right_child=1 2 -4 4 5 6 8 -9 9 -11 -12 -13 13 15 -16 16 25 -19 20 -21 -22 -23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=2.3390298847516535e-05 -3.8230039039759013e-05 2.8423247689109606e-06 3.1088110353309842e-05 -4.7672621411038566e-05 3.2708234446387074e-05 1.9541371875675396e-06 3.081036895589652e-05 -6.8259512036092926e-05 -2.6484921134050681e-05 -2.830651285746301e-05 3.4617205273417104e-05 -2.4795588475311746e-05 -1.3058986167635567e-05 -1.4641425465155268e-05 0.00012279344378343508 -0.0001028017364920483 1.728034193320127e-05 9.1970940800365498e-05 1.5739983698155298e-05 -7.2367828986552059e-05 4.7106621684139572e-05 -3.7693805469037517e-05 -2.5274813280982648e-05 -6.9590069126041448e-06 -3.2771047321983573e-05 2.3137595939587275e-05 -3.6880865576070698e-05 3.2112576939653082e-05 -2.5966916210939458e-05 5.4401634311557446e-07
leaf_weight=20 22 21 21 25 23 25 26 20 21 28 26 26 32 26 22 21 32 20 87 21 23 24 39 22 23 39 30 50 46 2260
leaf_count=20 22 21 21 25 23 25 26 20 21 28 26 26 32 26 22 21 32 20 87 21 23 24 39 22 23 39 30 50 46 2260
internal_value=0 -1.50855e-07 1.21228e-07 -9.14293e-08 -7.2346e-06 -1.25264e-06 -6.60264e-06 -2.92519e-05 3.48863e-06 -5.98291e-06 7.31626e-06 3.92431e-07 6.23188e-07 8.70444e-06 4.22883e-05 -2.09038e-06 -1.48355e-05 3.17118e-05 -6.26064e-08 -3.47628e-05 5.03596e-07 8.34202e-08 4.42207e-07 8.45327e-07 2.69306e-07 3.45457e-06 -8.92669e-06 2.0174e-05 5.86869e-07 1.51773e-08
internal_weight=0 3101 3079 3058 194 169 146 45 101 75 47 2864 2838 222 54 168 122 46 2616 42 2574 2551 2527 2488 2416 101 62 72 2393 2306
internal_count=3121 3101 3079 3058 194 169 146 45 101 75 47 2864 2838 222 54 168 122 46 2616 42 2574 2551 2527 2488 2416 101 62 72 2393 2306
is_linear=0
shrinkage=0.1


Tree=4386
num_leaves=31
num_cat=0
split_feature=130 1 132 1203 393 50 131 42 400 42 394 457 457 1348 1375 3 51 150 1 472 1429 1 1452 474 1427 150 0 50 4 0
split_gain=1.20663e-06 2.01804e-06 1.21933e-06 3.07214e-05 1.63614e-05 6.90319e-06 1.46584e-06 1.23383e-06 3.42169e-06 1.83544e-06 1.34672e-06 1.0862e-06 1.43426e-06 3.25336e-06 1.20673e-06 1.24873e-06 7.34277e-06 7.33793e-06 4.67533e-06 3.27962e-06 2.9171e-06 2.83446e-06 2.11158e-06 1.99661e-06 2.42087e-06 4.71197e-06 2.44581e-06 2.10474e-06 2.91055e-06 5.26533e-06
threshold=-0.23123999999999997 0.16540500000000002 -0.083284999999999984 0.089165000000000008 0.12679500000000002 0.10022000000000002 -0.076979999999999979 -0.074124999999999983 0.11379500000000002 -0.015274999999999999 -0.021004999999999996 0.31508000000000008 0.11612500000000002 -0.047944999999999995 -0.097394999999999982 0.11658 -0.079189999999999983 0.11235000000000002 0.10781 -0.38234499999999999 -0.23587499999999997 0.11414000000000001 0.11769000000000002 0.10970500000000001 0.089335000000000012 0.12314500000000002 -0.23091999999999999 0.11768500000000003 -0.013514999999999998 -0.072269999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 11 6 -2 -8 9 -9 -11 12 13 -4 -15 19 -17 18 -18 -16 -21 -20 23 24 25 26 -22 -28 29 -29
right_child=1 -3 4 -5 -6 -7 7 8 -10 10 -12 -13 -14 14 15 16 17 -19 21 20 22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=2.2820041609204216e-05 2.0426363053341067e-05 -2.7389059754636103e-05 -4.0073387281154283e-05 0.00011656091383369842 -9.0608028694987301e-05 -6.1327846160565976e-05 1.2722931470697015e-05 1.7997015931862682e-05 -4.5094780822788993e-05 -3.2238999483524826e-05 8.3982710634700204e-07 -1.8458355559907375e-05 2.0777351477697856e-05 2.1441976746751202e-05 -3.799520459522129e-05 6.5285103992209777e-05 -4.3012793678696781e-05 5.6972650244937372e-05 3.3880413621259125e-05 3.7053133114351938e-05 2.8711916837076799e-05 -4.7825552889611979e-06 2.8540720566525123e-05 -2.1082096347836731e-05 2.5466329942800159e-05 -3.9393038385300784e-05 -1.2324212948066949e-06 5.5497799939985272e-05 -1.1980963502627303e-06 -8.0533493019174795e-06
leaf_weight=23 31 27 20 23 20 20 35 34 21 20 32 31 34 27 23 20 28 21 23 21 29 108 25 47 36 31 2186 32 71 22
leaf_count=23 31 27 20 23 20 20 35 34 21 20 32 31 34 27 23 20 28 21 23 21 29 108 25 47 36 31 2186 32 71 22
internal_value=0 -1.69418e-07 6.98953e-08 7.3142e-06 -4.78185e-07 -5.70484e-06 7.25563e-07 -3.57532e-06 -8.90652e-06 -6.98486e-08 -1.18828e-05 1.57652e-07 3.63463e-07 1.12896e-07 4.0516e-07 1.96569e-07 7.80252e-06 1.41556e-06 -5.92217e-06 -4.0636e-07 -6.05429e-08 2.0056e-06 -3.74939e-07 -6.69516e-07 -2.70932e-07 -6.61713e-07 -1.48605e-07 -5.10767e-07 1.21095e-05 2.96066e-05
internal_weight=0 3098 3071 216 2855 193 173 142 107 86 52 2835 2804 2770 2750 2723 200 180 159 2523 2500 131 2479 2454 2407 2371 2340 2311 125 54
internal_count=3121 3098 3071 216 2855 193 173 142 107 86 52 2835 2804 2770 2750 2723 200 180 159 2523 2500 131 2479 2454 2407 2371 2340 2311 125 54
is_linear=0
shrinkage=0.1


Tree=4387
num_leaves=31
num_cat=0
split_feature=393 403 156 1429 1429 52 51 3 3 15 15 15 12 16 16 15 9 12 402 13 3 49 15 1 1 0 16 49 131 123
split_gain=1.22854e-06 7.41736e-06 1.20659e-06 1.22693e-06 3.69842e-06 2.58865e-06 5.23643e-06 4.68137e-06 1.76877e-06 1.11727e-06 1.22869e-05 5.6227e-06 3.70495e-06 4.33913e-06 3.09135e-05 1.64518e-05 3.443e-06 3.13915e-06 2.82047e-06 3.09029e-06 6.03998e-06 4.66809e-06 4.11121e-06 2.28059e-06 3.50372e-06 2.31489e-06 2.1564e-06 2.02251e-06 4.46651e-06 3.76583e-06
threshold=0.10856500000000001 -0.074254999999999988 0.32523500000000005 -0.07700499999999999 -1.0000000180025095e-35 -0.016949999999999996 -0.10316499999999999 -0.080634999999999984 -0.081234999999999988 -0.10203999999999998 -0.099734999999999976 -0.10469999999999999 0.11527000000000001 -0.056919999999999991 -0.020119999999999996 -0.11345499999999999 0.08925000000000001 -0.069644999999999985 0.099740000000000009 -0.0065549999999999992 0.097915000000000016 0.089420000000000013 -0.15914499999999995 0.111945 0.087505000000000013 -0.091354999999999978 -0.39185999999999993 0.084075000000000025 0.09172000000000001 0.090420000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 8 6 -1 -8 -5 11 -11 12 13 15 -15 18 -12 -16 19 22 21 -21 27 24 25 -19 -24 28 29 -6
right_child=1 -3 -4 4 9 -7 7 -9 -10 10 16 -13 -14 14 17 -17 -18 23 -20 20 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.4959970659401732e-05 4.4517447410423001e-05 -3.1507272935760698e-05 2.3624614515851829e-05 5.0428628364898036e-05 6.3620498102474296e-06 1.426204882071553e-05 -3.1539344003509283e-05 3.0103252968481025e-05 1.0872550970256832e-05 -7.417564490384868e-05 -1.133954063703218e-06 5.0920847388624683e-05 3.8174974319050452e-05 0.00012936018308209896 -3.2780925203041988e-05 -8.480221126228572e-05 3.5459641954870535e-05 -6.7001274522947917e-06 -3.5955865591642495e-05 -7.4404121795819745e-06 1.7299059546578641e-05 -6.6405863602994942e-05 5.2913089213554357e-05 3.341293709776697e-05 -3.5285965365498367e-05 3.7522997608903103e-05 1.1244957599758537e-05 -1.6817075479396054e-05 -3.0872868892797473e-05 5.4419229704969694e-05
leaf_weight=20 33 21 21 20 63 28 28 22 26 23 2317 24 26 20 30 25 26 29 21 29 38 25 27 21 24 20 23 46 23 22
leaf_count=20 33 21 21 20 63 28 28 22 26 23 2317 24 26 20 30 25 26 29 21 29 38 25 27 21 24 20 23 46 23 22
internal_value=0 1.49523e-05 -2.63258e-07 -4.27948e-07 -6.20204e-08 -1.14356e-05 -2.17147e-05 -4.4166e-06 2.80708e-05 -5.07958e-07 -1.44187e-06 3.61449e-06 1.397e-06 -5.70543e-07 1.39913e-05 -6.70183e-06 -7.27879e-07 -4.61664e-06 -5.4249e-07 1.96995e-06 -1.32452e-05 -3.47392e-05 8.83166e-06 4.37197e-06 -3.98229e-06 1.13501e-05 3.37457e-05 7.42667e-07 8.22182e-06 1.88004e-05
internal_weight=0 54 3067 3046 2948 98 70 50 46 2902 2366 536 512 486 144 342 2343 124 317 296 92 54 204 94 73 49 50 154 108 85
internal_count=3121 54 3067 3046 2948 98 70 50 46 2902 2366 536 512 486 144 342 2343 124 317 296 92 54 204 94 73 49 50 154 108 85
is_linear=0
shrinkage=0.1


Tree=4388
num_leaves=31
num_cat=0
split_feature=120 12 12 1 142 11 1 45 1456 2 34 13 34 123 9 10 43 147 49 447 1426 3 1428 1 474 474 483 158 159 13
split_gain=1.12474e-06 2.363e-06 1.38116e-06 3.09816e-06 2.97338e-06 3.29928e-06 1.30221e-06 1.55951e-06 1.46574e-06 4.13825e-06 1.4475e-06 4.96735e-06 3.27108e-06 8.69308e-06 2.8214e-06 2.17882e-06 6.7937e-06 1.60953e-06 5.85456e-06 3.62353e-06 1.79126e-06 2.2402e-06 3.67092e-06 2.98622e-06 1.97801e-06 2.42598e-06 1.68785e-06 2.30146e-06 5.25337e-06 2.95563e-06
threshold=0.093680000000000013 0.22926500000000002 0.12757000000000002 0.10293500000000001 -0.057499999999999989 -0.014494999999999999 0.15799000000000005 0.084355000000000013 0.11027500000000001 0.10327000000000001 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.084475000000000008 0.091600000000000015 -0.0093599999999999985 -0.077944999999999987 0.095485000000000014 -0.046019999999999998 0.089395000000000016 -0.094284999999999994 -0.24210499999999999 -0.071779999999999997 0.099990000000000009 -0.24402999999999997 -0.090834999999999985 -0.47181499999999993 0.10380000000000002 -0.014584999999999999 -0.085744999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 7 8 10 -10 11 -7 13 -12 15 16 -14 19 -19 20 -17 23 -23 -22 -24 -26 -27 -28 -29 -30
right_child=-2 -3 3 -5 5 6 -8 -9 9 -11 12 -13 14 -15 -16 17 -18 18 -20 -21 21 22 24 -25 25 26 27 28 29 -31
leaf_value=3.6059490060364151e-05 -2.0712031283227799e-05 3.2830638697718807e-05 7.8322365835646919e-07 -4.7224328250194963e-05 -3.8616535956944892e-05 1.8729037479455916e-05 -2.3986492702864453e-05 2.0297448596605906e-05 -4.1594346363001087e-05 1.5205464059481923e-05 7.6992838803562345e-05 -4.724327766598435e-05 -1.6937795797795324e-05 -9.3275837441199523e-06 -2.7120250337788633e-05 3.0250321397033987e-05 6.3499675650832832e-05 -1.8733271335804602e-05 5.6865443219153563e-05 -3.2907465466643882e-05 -2.940632839454338e-06 -3.6174321108514313e-05 2.4938485231018605e-05 5.1051181735601858e-05 -2.6611769806429627e-05 2.851327586713957e-05 7.6318147259736424e-07 -4.4190363970349271e-05 3.2027202575012453e-05 -1.021738243347934e-05
leaf_weight=23 26 22 41 20 22 21 22 39 29 23 20 25 21 28 37 20 21 20 21 33 21 28 32 20 34 21 2304 38 22 67
leaf_count=23 26 22 41 20 22 21 22 39 29 23 20 25 21 28 37 20 21 20 21 33 21 28 32 20 34 21 2304 38 22 67
internal_value=0 1.73988e-07 -5.98053e-08 -1.4957e-05 2.41897e-07 -3.37154e-08 2.52372e-07 4.33444e-07 1.66858e-07 -1.64714e-05 4.70007e-07 -1.71255e-05 7.58253e-07 2.66393e-05 3.08148e-07 6.80844e-07 2.32809e-05 3.26795e-07 1.9988e-05 2.14506e-08 4.38272e-07 2.07797e-07 -1.65633e-07 2.33968e-05 2.34782e-07 -8.32065e-08 2.84645e-07 4.0794e-08 -1.30646e-05 2.25099e-07
internal_weight=0 3095 3073 61 3012 2989 2967 2945 2906 52 2854 46 2808 48 2760 2723 42 2681 41 2640 2607 2587 2546 41 2518 2486 2452 2431 127 89
internal_count=3121 3095 3073 61 3012 2989 2967 2945 2906 52 2854 46 2808 48 2760 2723 42 2681 41 2640 2607 2587 2546 41 2518 2486 2452 2431 127 89
is_linear=0
shrinkage=0.1


Tree=4389
num_leaves=31
num_cat=0
split_feature=421 9 10 2 2 2 149 479 159 481 481 484 16 1456 133 403 403 1208 402 403 159 48 13 1447 4 1447 481 1447 158 483
split_gain=1.09172e-06 2.4801e-06 3.80174e-06 8.34633e-06 3.16973e-06 2.75836e-06 1.43993e-06 1.10632e-06 1.70467e-06 2.10311e-06 2.25317e-06 1.54335e-05 8.65824e-06 1.62456e-06 8.13936e-06 5.61657e-06 2.84155e-06 3.01657e-06 1.30296e-05 4.20612e-06 2.53102e-06 2.46248e-06 1.63239e-06 1.48794e-06 9.4832e-06 3.14892e-06 2.1868e-06 2.2387e-06 2.26178e-06 3.80004e-06
threshold=-1.0000000180025095e-35 0.092890000000000014 0.053330000000000009 -0.15339499999999998 -0.090999999999999984 -0.15339499999999998 0.097720000000000015 0.10769500000000001 0.24213000000000004 -0.15689499999999998 -0.086484999999999992 -0.081614999999999979 -0.010264999999999998 0.085790000000000019 0.11224500000000003 -0.55327499999999985 -0.54856499999999986 0.099975000000000008 -0.088189999999999991 -0.52800499999999995 0.097495000000000012 0.084485000000000018 -0.082574999999999982 -0.086304999999999979 -0.0047449999999999992 -0.084334999999999979 -0.079279999999999975 -0.082229999999999984 0.11245500000000001 -0.096724999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -3 7 8 9 -6 11 12 -11 15 20 -12 -17 19 -19 -18 21 22 -15 24 -21 -25 -27 -28 -29 -30
right_child=1 5 3 -5 6 -7 -8 -9 -10 10 13 -13 -14 14 -16 16 17 18 -20 23 -22 -23 -24 25 -26 26 27 28 29 -31
leaf_value=-2.328870084056689e-05 3.3124645822932388e-05 1.3110564977978357e-06 1.4506629159292235e-05 -7.4649901909565203e-05 -3.0651137397150957e-05 5.1136006313754478e-05 -2.2270646081288948e-05 -1.6190993909088033e-05 2.9445215423038461e-05 2.6903456028566536e-05 4.9685525110639314e-05 8.9831915794916098e-05 -5.7325660904809969e-05 -1.5284104124475563e-05 -6.4944011188819545e-05 -3.5734556596170562e-05 -3.6734892619865756e-05 -1.6161080331526577e-05 8.7366035040759021e-05 -6.8480715344776397e-05 3.0789237081824631e-05 -3.7022187938245701e-05 1.5920189367821686e-05 2.9597503128791906e-05 2.5671969548136036e-05 -3.2725862411098205e-05 2.966270319575415e-05 6.3310552860684772e-07 -5.4650065344503673e-05 -2.8475492904868183e-07
leaf_weight=20 29 25 21 21 22 20 29 41 20 26 23 21 23 30 23 22 31 31 20 20 22 21 38 37 23 20 26 2360 20 36
leaf_count=20 29 25 21 21 22 20 29 41 20 26 23 21 23 30 23 22 31 31 20 20 22 21 38 37 23 20 26 2360 20 36
internal_value=0 1.50207e-07 -1.92966e-07 -3.00716e-05 2.23392e-07 2.34555e-05 -9.62515e-08 1.21292e-07 3.50727e-07 1.49729e-07 3.85586e-07 1.81067e-05 -1.26327e-05 -5.69677e-08 -1.08013e-05 4.82462e-07 5.47708e-08 3.54834e-07 2.44378e-05 -1.2252e-07 4.1749e-07 -7.09013e-06 2.15359e-06 3.23973e-07 -1.812e-05 6.41335e-07 2.0617e-07 4.75883e-07 1.61787e-07 -1.97009e-05
internal_weight=0 3101 3056 42 3014 45 2985 2956 2915 2895 2873 70 49 2803 134 2669 2646 2624 51 2573 111 89 68 2542 43 2499 2462 2442 2416 56
internal_count=3121 3101 3056 42 3014 45 2985 2956 2915 2895 2873 70 49 2803 134 2669 2646 2624 51 2573 111 89 68 2542 43 2499 2462 2442 2416 56
is_linear=0
shrinkage=0.1


Tree=4390
num_leaves=31
num_cat=0
split_feature=132 15 394 50 52 130 133 133 2 1 121 10 0 9 9 129 376 13 47 9 47 1 47 47 0 1366 1375 52 15 4
split_gain=9.79136e-07 2.98407e-05 1.48931e-05 6.16945e-06 1.4694e-06 1.09508e-06 2.44604e-06 2.19502e-06 1.17013e-06 1.08614e-06 4.45756e-06 1.18334e-06 5.58594e-06 7.08944e-06 2.57115e-06 1.2232e-06 1.07493e-06 2.64989e-06 1.14387e-06 1.96146e-05 1.37104e-05 1.96073e-06 6.61951e-06 6.54758e-06 2.10772e-06 1.7002e-06 1.46443e-06 3.40604e-06 5.21725e-06 1.44942e-06
threshold=-0.083284999999999984 0.091915000000000011 0.12358500000000001 0.09227500000000001 0.090645000000000017 0.10923000000000001 -0.14717499999999997 -0.015164999999999998 0.084855000000000014 0.16540500000000002 -0.094339999999999993 0.0036750000000000007 -0.080119999999999983 0.092890000000000014 0.091600000000000015 -0.082304999999999975 -0.0016099999999999997 -0.015039999999999998 0.094160000000000008 0.082870000000000013 0.096850000000000006 0.099990000000000009 0.10280000000000002 0.10678000000000001 -0.089019999999999974 -0.082084999999999991 0.084315000000000015 -0.080979999999999983 -0.013104999999999999 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 6 -1 8 -8 10 -2 14 -13 -14 15 -12 17 -17 19 25 -20 22 -22 -23 -24 -18 -27 -28 -29 -26
right_child=2 -3 -4 -5 -6 -7 7 -9 -10 -11 11 12 13 -15 -16 16 18 -19 20 -21 21 23 24 -25 29 26 27 28 -30 -31
leaf_value=2.3262836504045484e-05 -4.2986613940835627e-05 0.00010701906950316697 -8.6482236142728665e-05 -5.3448662773007531e-05 2.216345367196482e-05 -2.5206534666635675e-05 -3.9613211695475252e-05 9.7643934610902301e-06 -9.4579789748099914e-06 2.0863223966443912e-05 2.1014243066019846e-05 5.2507643249555262e-05 -3.7435866682547693e-05 3.7301112355304545e-05 -3.4904442337132685e-05 -6.8360069853952168e-06 2.4884199107570266e-05 4.1349158774599872e-05 8.3505050584097343e-05 -9.2861673075948727e-05 -4.9771684998191749e-05 6.0236469216761186e-05 2.2604327508209587e-05 -1.4572578933202602e-06 8.1273147770843931e-06 6.2412363229723895e-08 1.5269764892012893e-05 -6.9140357190917705e-05 3.0901544596417809e-06 -2.8172188653611972e-05
leaf_weight=32 24 26 20 25 25 21 22 37 31 25 28 24 30 22 21 25 27 21 21 23 31 20 36 123 22 2274 23 20 20 22
leaf_count=32 24 26 20 25 25 21 22 37 31 25 28 24 30 22 21 25 27 21 21 23 31 20 36 123 22 2274 23 20 20 22
internal_value=0 6.44764e-06 -4.86579e-07 -7.10084e-06 -2.03843e-07 -4.11421e-06 -4.83563e-07 -8.92673e-06 -2.19752e-05 1.10198e-07 -7.13997e-08 2.9216e-07 1.26017e-05 -5.81638e-06 -4.7168e-08 2.20377e-07 5.37384e-09 1.51616e-05 -2.56529e-07 -9.60125e-07 5.85069e-06 -5.69555e-07 -1.05419e-05 7.17124e-06 4.65961e-06 -6.599e-08 -3.54246e-07 -1.53936e-05 -3.30251e-05 -1.00224e-05
internal_weight=0 219 2902 193 168 143 122 90 53 2882 2857 2833 76 52 2757 2736 2708 46 2662 2387 275 254 111 143 80 2364 2337 63 40 44
internal_count=3121 219 2902 193 168 143 122 90 53 2882 2857 2833 76 52 2757 2736 2708 46 2662 2387 275 254 111 143 80 2364 2337 63 40 44
is_linear=0
shrinkage=0.1


Tree=4391
num_leaves=31
num_cat=0
split_feature=394 130 40 12 12 12 474 484 1 150 155 52 3 13 3 12 2 2 133 0 16 2 475 51 12 12 3 0 12 16
split_gain=1.21488e-06 1.18709e-06 1.69522e-06 1.33181e-06 8.67076e-06 4.56175e-06 7.34639e-06 3.25493e-06 2.31807e-06 3.76417e-06 2.24103e-06 2.12557e-06 5.28819e-06 7.87335e-06 4.58009e-06 3.31948e-06 2.83357e-06 2.45744e-06 2.67807e-06 2.2986e-06 2.06838e-06 8.30695e-06 3.6727e-06 2.3961e-06 3.81346e-06 9.22357e-06 1.61099e-05 1.7524e-05 5.53864e-06 6.40248e-06
threshold=0.15288500000000002 -0.23123999999999997 -0.24290999999999999 0.10061500000000002 0.099100000000000008 0.10149500000000002 0.10341500000000002 0.085595000000000018 0.13743000000000002 0.086845000000000019 0.14485500000000004 0.10263500000000002 -0.065819999999999976 -0.051094999999999995 -0.082284999999999983 0.10508500000000001 0.11682500000000001 0.090675000000000019 0.081415000000000015 -0.071339999999999987 0.62682500000000008 0.11067500000000001 0.11922500000000001 -0.44986999999999994 0.096525000000000014 0.096990000000000007 -0.073309999999999986 -0.072594999999999979 0.095330000000000012 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 10 -5 7 8 9 11 20 12 14 -14 15 -7 19 -16 -19 -13 22 -22 23 -4 28 -26 27 -27 -25 -30
right_child=-2 2 3 5 -6 6 -8 -9 -10 -11 -12 16 13 -15 17 -17 -18 18 -20 -21 21 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=2.350712363425243e-05 2.0736316205979426e-05 -2.9368465361585551e-05 -2.5097087899876688e-05 4.492842994026163e-05 -4.9709324639479749e-05 4.5163504576824687e-05 -5.6594361012685113e-05 4.3891666947664431e-05 -2.9709018049288717e-05 4.7374381588269897e-05 3.2239776988890736e-05 -2.1388145440774366e-05 8.1057752950900149e-05 2.2970872487348971e-06 7.05515925801592e-06 1.362625738282429e-06 -3.4803865597613401e-05 -6.091713196383353e-05 -1.0991473155544637e-05 1.979357983862318e-05 1.3924253180448433e-05 -6.6976105230506536e-05 4.1490964213153349e-05 -7.632058426030888e-08 7.4677136296446883e-05 2.1684597228548748e-05 7.2901223333329571e-05 -9.9159567720822194e-05 -7.4990781875038969e-05 -8.3526228220010946e-06
leaf_weight=21 28 20 39 27 36 24 20 21 20 20 21 23 22 30 20 62 31 21 22 33 30 22 21 2326 23 28 22 21 21 46
leaf_count=21 28 20 39 27 36 24 20 21 20 20 21 23 22 30 20 62 31 21 22 33 30 22 21 2326 23 28 22 21 21 46
internal_value=0 -1.87714e-07 -3.4969e-07 -1.59528e-07 -9.66134e-07 5.25044e-06 2.34717e-06 5.72491e-06 3.28131e-06 5.42354e-06 -2.96381e-07 2.51028e-06 8.16229e-06 3.56189e-05 -1.41988e-06 1.35861e-05 -1.05478e-05 -2.19043e-05 -3.53738e-05 2.87966e-06 -5.59274e-07 -2.03028e-05 -1.56186e-07 -5.02421e-07 -1.16739e-07 1.96406e-05 1.8119e-06 -3.01058e-05 -8.92833e-07 -2.92392e-05
internal_weight=0 3093 3072 3052 2656 396 369 349 328 308 2620 288 201 52 149 86 87 63 43 56 2599 52 2547 2526 2487 94 71 49 2393 67
internal_count=3121 3093 3072 3052 2656 396 369 349 328 308 2620 288 201 52 149 86 87 63 43 56 2599 52 2547 2526 2487 94 71 49 2393 67
is_linear=0
shrinkage=0.1


Tree=4392
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1429 474 1429 1429 156 4 0 3 42 3 156 157 2 1 120 40 44 158 157 51 157 2 12 1371 1375
split_gain=1.12282e-06 8.55339e-06 3.84463e-06 1.02974e-06 3.48118e-06 1.5947e-06 2.12601e-06 1.34073e-06 1.11003e-06 1.42326e-06 5.19768e-06 3.95342e-06 4.13065e-06 3.04353e-06 4.04244e-06 3.0398e-06 2.90247e-06 6.16894e-06 1.80207e-06 4.09014e-06 3.26615e-06 1.92533e-06 5.17555e-06 1.85073e-06 1.03543e-05 7.20475e-06 5.5541e-06 4.61693e-06 4.10002e-06 2.85777e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23752499999999996 0.32523500000000005 -0.087914999999999979 0.037915000000000011 -0.069929999999999978 -0.026244999999999997 0.091255000000000017 -0.49013999999999996 -0.065229999999999996 -0.08323499999999999 0.089015000000000025 -0.077564999999999981 0.089770000000000016 -0.075754999999999989 0.095195000000000016 0.16540500000000002 1.0000000180025095e-35 -0.24134999999999998 0.099360000000000018 -0.47356499999999996 -0.087424999999999989 -0.085534999999999986 -0.086394999999999986 0.087470000000000006 0.090995000000000006 0.083235000000000017 -0.012484999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 -5 -7 -9 15 -11 13 -13 16 -15 18 -12 -18 19 20 -10 22 -22 24 -24 -25 -26 -28 29 -27
right_child=1 3 -4 4 -6 7 -8 8 9 10 11 12 -14 14 -16 -17 17 -19 -20 -21 21 -23 23 25 26 28 27 -29 -30 -31
leaf_value=-1.8546703905044945e-06 6.4113689032161528e-05 -2.2550934190803673e-05 -4.1493776770299264e-05 3.0181244999932296e-06 4.1793291893554857e-05 1.9397200028631941e-05 -4.0944795852159259e-05 -2.190356406018786e-05 4.0315268233825921e-05 4.9168400063434895e-05 2.6330893451813608e-05 9.0049212823422359e-06 -5.1724616848029349e-05 6.5496663992234972e-05 4.0246852934259277e-06 -3.9291576913456081e-05 -5.595712115921613e-05 1.7562716144311708e-05 2.7119702463096476e-05 -3.4358413343267917e-05 4.7229470953385791e-05 -2.8445044881664218e-05 -7.4341157563718636e-05 5.3535755258053548e-05 4.1075173808516972e-05 2.0727428569583799e-05 -4.2067524360579136e-05 1.7927494184772039e-05 -3.5983668971084627e-05 -5.5074561253246974e-07
leaf_weight=194 21 20 28 22 20 36 22 23 20 27 25 21 24 20 23 20 21 25 24 35 23 24 22 25 26 65 29 23 32 2181
leaf_count=194 21 20 28 22 20 36 22 23 20 27 25 21 24 20 23 20 21 25 24 35 23 24 22 25 26 65 29 23 32 2181
internal_value=0 5.24875e-07 -6.8542e-06 6.0884e-08 2.19119e-07 -7.3863e-08 -1.89633e-05 2.23609e-07 -2.66626e-08 1.57311e-07 8.60216e-06 1.71355e-06 -2.33842e-05 1.16205e-05 3.26163e-05 -4.58907e-07 -1.0952e-06 -1.60007e-05 -1.51808e-07 -4.13092e-07 6.79144e-08 -2.60635e-07 1.8188e-08 -4.33689e-07 -1.37518e-05 1.44604e-07 3.33755e-06 -1.55313e-05 -4.41339e-07 6.50519e-08
internal_weight=0 2899 222 2878 2858 2838 44 2794 2758 2735 186 159 45 114 43 2549 71 46 2529 2505 2470 2450 2426 2403 100 2303 78 52 2278 2246
internal_count=3121 2899 222 2878 2858 2838 44 2794 2758 2735 186 159 45 114 43 2549 71 46 2529 2505 2470 2450 2426 2403 100 2303 78 52 2278 2246
is_linear=0
shrinkage=0.1


Tree=4393
num_leaves=31
num_cat=0
split_feature=158 1455 15 1455 1447 43 1456 483 2 42 2 42 12 12 16 49 133 3 1453 483 16 1208 1208 403 3 403 483 12 12 4
split_gain=1.128e-06 1.73436e-06 3.95506e-06 1.17768e-05 7.72677e-06 6.15422e-06 1.86367e-06 2.14538e-06 6.67891e-06 6.40331e-06 3.8995e-06 4.6809e-06 1.79917e-06 3.24428e-06 3.16163e-06 3.61767e-06 4.98434e-06 4.37733e-06 2.67e-06 3.64729e-06 4.34399e-06 2.30886e-06 2.58941e-06 2.5062e-06 1.27124e-05 5.31396e-06 2.17912e-06 2.0186e-06 3.79677e-06 2.18725e-06
threshold=-0.47382999999999992 -0.037084999999999993 -0.068899999999999975 -0.088874999999999982 -0.082229999999999984 -0.081454999999999986 0.12034500000000002 0.10143000000000001 0.11510000000000002 0.22070000000000004 0.10327000000000001 0.093775000000000011 0.11527000000000001 0.11351500000000002 -0.25582999999999995 0.10084500000000002 0.095530000000000018 -0.063814999999999997 1.0000000180025095e-35 -0.095689999999999983 -0.0013749999999999997 0.11846000000000001 0.106285 -0.53960999999999981 -0.085709999999999995 -0.52800499999999995 -0.088009999999999991 0.10911500000000002 0.10806000000000002 -0.50940999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 7 9 10 12 11 -9 13 18 -14 16 17 -16 19 20 -3 22 23 24 -21 -25 -27 28 29 -28
right_child=1 6 3 -5 -6 -7 -8 8 -10 -11 -12 -13 14 -15 15 -17 -18 -19 -20 21 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-2.0742046343422354e-05 -4.0002503004055557e-05 -1.3408577363248777e-06 4.1599341310084924e-05 9.0257206327459295e-05 -3.9511411826727758e-05 2.5724820391457926e-05 -2.470215343149199e-05 8.8917765793894429e-06 -6.6156343509646829e-05 5.546271284055408e-05 3.3194057687069288e-05 -5.0251733394005624e-05 4.8060003507544025e-05 -3.7918117437663528e-05 2.7526676435313835e-06 -2.6232749327651359e-05 -2.324275149779472e-05 5.6803254096115369e-05 -3.037633588723236e-05 -3.5998552690822792e-05 6.1565889059455082e-05 3.1191082060736929e-05 -3.2032240449098025e-05 -4.9725819638979378e-05 5.849453201205637e-05 -3.3233746762562077e-05 -1.6534886276239821e-05 2.2477769510796631e-05 -4.0891431474491307e-05 4.9210816766945545e-07
leaf_weight=26 29 23 23 21 24 28 31 32 20 21 23 23 20 23 29 28 24 31 29 24 21 23 26 22 35 20 78 39 23 2302
leaf_count=26 29 23 23 21 24 28 31 32 20 21 23 23 20 23 29 28 24 31 29 24 21 23 26 22 35 20 78 39 23 2302
internal_value=0 1.74238e-07 1.17131e-05 2.79987e-05 1.81084e-07 -7.7154e-06 -3.11404e-07 -5.41347e-08 -1.46012e-05 4.47664e-07 -1.38192e-06 -1.5841e-05 3.79779e-08 -5.21759e-07 1.14363e-05 4.8963e-06 1.52726e-05 3.06788e-05 -1.99013e-07 1.32983e-07 2.86828e-05 -3.51659e-07 -6.34058e-07 -3.13039e-07 2.00567e-05 -7.9686e-07 -3.5964e-07 -9.04005e-08 -4.56675e-07 -6.59194e-08
internal_weight=0 3095 125 68 47 57 2970 2939 98 2841 78 55 2820 2688 132 112 84 60 2665 2636 44 2592 2569 2543 59 2484 2462 2442 2403 2380
internal_count=3121 3095 125 68 47 57 2970 2939 98 2841 78 55 2820 2688 132 112 84 60 2665 2636 44 2592 2569 2543 59 2484 2462 2442 2403 2380
is_linear=0
shrinkage=0.1


Tree=4394
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 403 3 2 402 1210 393 132 12 12 12 474 12 12 2 403 50 49 49 15 402 51 158 42 1210 12 3 1428
split_gain=1.05892e-06 2.51847e-06 2.74322e-06 1.44088e-06 1.19544e-05 1.63721e-05 2.88298e-06 1.72462e-06 1.17303e-06 7.40928e-06 1.17296e-06 8.48042e-06 4.03376e-06 5.6919e-06 3.6619e-06 8.33926e-06 8.20322e-06 2.70558e-06 2.64867e-06 2.45219e-06 3.93458e-06 3.89335e-06 2.99197e-06 4.23408e-06 4.2881e-06 6.20188e-06 2.31506e-06 2.86525e-06 4.45169e-06 3.21031e-06
threshold=0.12461500000000002 0.10837500000000001 0.098655000000000007 -0.5335399999999999 -0.085784999999999986 0.084755000000000011 0.30962000000000006 -0.094799999999999982 0.10856500000000001 -0.083174999999999985 0.10061500000000002 0.099100000000000008 0.10149500000000002 0.10341500000000002 0.097575000000000009 0.097145000000000023 0.097070000000000004 -0.34918499999999997 -0.47425499999999993 0.10299000000000001 0.09567500000000001 -0.066844999999999988 0.020685000000000005 0.10501000000000001 0.10667500000000002 0.10306000000000001 0.014175000000000002 0.096210000000000004 -0.078244999999999995 0.098365000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -5 10 -10 11 14 -12 17 15 18 -16 -14 -9 20 22 -21 23 24 25 -19 27 29 -29 -20
right_child=-2 -3 -4 6 5 -7 -8 8 9 -11 12 -13 13 -15 16 -17 -18 19 26 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=7.6478135053462007e-05 -2.2936145724088421e-05 3.3115585448167224e-05 -3.3774756214673589e-05 2.43841423227799e-05 -8.0671537543821616e-05 4.7281844490498774e-05 -3.7065602789100798e-05 3.5658462247738496e-05 -3.1603687311871908e-05 4.7513726982789855e-05 4.3550262339522313e-05 -5.2333116764202719e-05 3.4825584238465779e-05 -4.9839551356853919e-05 -9.5903274399233858e-06 -6.5422780608059838e-05 6.6031060109358251e-05 9.0069147833876032e-06 -2.7096466974147849e-07 4.8759215746098631e-05 -4.4181995763210585e-05 -4.4616706613201786e-06 -2.6125551867704473e-05 -2.2721809743482635e-05 -3.0597311824749343e-05 6.029816633662418e-05 2.6716302624360351e-05 1.2089231622667287e-05 -4.0976296952786195e-05 -3.9552018002030398e-05
leaf_weight=21 20 23 24 29 20 20 21 20 20 29 25 32 28 20 32 20 26 126 2248 27 20 28 33 41 20 29 30 25 43 21
leaf_count=21 20 23 24 29 20 20 21 20 20 29 25 32 28 20 32 20 26 126 2248 27 20 28 33 41 20 29 30 25 43 21
internal_value=0 1.47932e-07 -9.84155e-08 1.66232e-07 1.53811e-05 -1.66948e-05 -1.43861e-07 1.17026e-07 -1.22099e-07 1.52209e-05 -3.81881e-07 -1.18463e-06 4.66712e-06 2.05401e-06 -5.20629e-07 -1.11893e-06 2.43089e-05 5.00251e-06 -5.80148e-07 2.42521e-06 -1.50857e-06 2.16649e-05 1.91901e-06 6.2036e-06 1.29804e-05 1.86033e-05 -8.86346e-07 -1.24068e-06 -2.14669e-05 -6.34518e-07
internal_weight=0 3101 3078 3054 61 40 2993 2972 2943 49 2894 2497 397 372 2465 2407 58 352 2387 324 269 55 249 216 175 155 2367 2337 68 2269
internal_count=3121 3101 3078 3054 61 40 2993 2972 2943 49 2894 2497 397 372 2465 2407 58 352 2387 324 269 55 249 216 175 155 2367 2337 68 2269
is_linear=0
shrinkage=0.1


Tree=4395
num_leaves=31
num_cat=0
split_feature=130 12 394 1 1 1 1 13 160 1208 403 43 4 1212 13 483 3 160 160 1374 1456 16 52 52 160 52 15 1 15 1
split_gain=1.15275e-06 2.90114e-06 1.08657e-06 1.01203e-06 6.94033e-06 5.60623e-06 1.38132e-05 7.61719e-06 9.48087e-06 5.00976e-06 6.89683e-06 4.05575e-06 1.32627e-05 4.03961e-06 7.27349e-06 4.40235e-06 3.48888e-06 3.37017e-06 5.4377e-06 6.13925e-06 3.29888e-06 5.0255e-06 3.66111e-06 8.7856e-06 5.04101e-06 3.95875e-06 3.55707e-06 2.109e-05 7.13223e-06 4.83636e-06
threshold=-0.23647499999999996 0.23631000000000002 0.15288500000000002 0.080270000000000022 0.077845000000000011 0.085475000000000009 0.08592000000000001 -0.08971999999999998 -1.0000000180025095e-35 0.10233500000000001 -0.43370499999999995 0.062770000000000006 -0.076779999999999987 0.091580000000000009 -0.067719999999999989 -0.096724999999999992 0.084940000000000015 0.11205000000000002 0.10580000000000002 0.10637000000000001 -0.077349999999999988 -0.013024999999999998 0.4099850000000001 0.5140450000000002 -0.52439499999999983 0.15116000000000002 -0.10203999999999998 0.096325000000000008 -0.095244999999999982 0.087695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -5 16 10 -8 13 -13 15 -15 -12 -9 18 19 20 21 -17 24 -24 -22 26 27 -26 -28 -30
right_child=1 -3 -4 5 -6 6 9 8 -10 -11 11 12 -14 14 -16 17 -18 -19 -20 -21 22 -23 23 -25 25 -27 28 -29 29 -31
leaf_value=-2.3930775196276958e-05 5.11132585917942e-07 3.6339248469051783e-05 2.0252197842077853e-05 1.8540318025109765e-05 4.8281725872995243e-05 8.1899342840188188e-05 -5.170111011726217e-05 1.1092273383507167e-05 -9.6259657999306247e-05 4.782201151101617e-05 -4.2316412902437155e-05 -9.3191016712808054e-05 -4.5377435008554631e-06 7.2803257734492603e-05 -7.0275694015435873e-06 -9.5468924289731241e-06 -4.6616461113444529e-05 3.5697988446022813e-05 -4.9938908936879174e-05 5.5168552662507864e-05 4.906377114821225e-05 5.4623844166948965e-05 -6.3468112196763595e-05 1.7705773340518743e-05 9.6582297410350299e-05 -3.8040453464732156e-05 -4.9255915896270279e-05 -4.7301273686889932e-08 -3.8563386581646391e-05 3.8900880170723556e-07
leaf_weight=20 1606 22 26 27 31 20 28 22 23 20 25 20 108 21 25 23 20 26 22 20 20 26 30 24 25 29 34 234 34 510
leaf_count=20 1606 22 26 27 31 20 28 22 23 20 25 20 108 21 25 23 20 26 22 20 20 26 30 24 25 29 34 234 34 510
internal_value=0 1.54353e-07 -1.04195e-07 -2.77554e-07 1.41577e-06 -2.23516e-06 -5.76513e-07 -2.61052e-05 -4.46503e-05 -1.84148e-06 -2.61505e-06 -1.52078e-06 -1.83898e-05 3.93438e-07 2.94169e-05 -8.40464e-07 -1.63881e-05 1.40519e-07 -7.56177e-07 3.16191e-07 -7.93058e-07 2.45029e-05 -2.11168e-06 -2.73908e-05 -5.7096e-07 -1.71726e-06 -4.58749e-07 9.27988e-06 -4.8226e-06 -2.04552e-06
internal_weight=0 3101 3079 3053 1637 1416 1324 92 65 1304 1284 1256 128 1128 46 1082 42 1057 1031 1009 989 49 940 54 886 866 837 259 578 544
internal_count=3121 3101 3079 3053 1637 1416 1324 92 65 1304 1284 1256 128 1128 46 1082 42 1057 1031 1009 989 49 940 54 886 866 837 259 578 544
is_linear=0
shrinkage=0.1


Tree=4396
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 403 1213 402 15 1210 1209 43 1209 421 9 10 2 2 2 43 132 1203 43 43 42 4 1186 16 133 1456 43 12
split_gain=1.08619e-06 1.8277e-06 2.28596e-06 1.34224e-06 1.07439e-05 2.37595e-06 2.13485e-06 1.38404e-06 1.0923e-06 7.30073e-06 3.25832e-06 1.05445e-06 1.82521e-06 3.05527e-06 7.46355e-06 3.40141e-06 2.65512e-06 1.38733e-06 2.32617e-05 3.85654e-05 1.2591e-05 4.60492e-06 6.97124e-06 1.1589e-05 4.334e-06 5.49564e-06 3.5334e-06 3.08401e-06 6.01914e-06 8.51349e-06
threshold=0.12461500000000002 0.10837500000000001 0.098655000000000007 -0.5335399999999999 0.04198000000000001 0.30962000000000006 0.089295000000000013 -0.094799999999999982 -0.084519999999999984 -0.0047449999999999992 -0.065739999999999979 -1.0000000180025095e-35 0.092890000000000014 0.053330000000000009 -0.15339499999999998 -0.090999999999999984 -0.15339499999999998 -0.011694999999999999 -0.083284999999999984 0.088820000000000024 -0.0098449999999999979 -0.032879999999999993 -0.090989999999999988 -0.082594999999999988 -0.086329999999999976 -0.08947999999999999 -0.047229999999999987 -0.15308499999999997 -0.0082299999999999995 0.087535000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 -1 -5 9 -9 -10 -12 13 15 -15 -13 -14 18 -17 21 -19 -20 -23 -24 25 -22 -25 -26 29 -29
right_child=-2 -3 -4 5 -6 -7 -8 8 10 -11 11 12 16 14 -16 17 -18 20 19 -21 24 22 23 26 27 -27 -28 28 -30 -31
leaf_value=-3.8644403684884312e-05 -2.3229574526340003e-05 2.8234632113906077e-05 -3.08018066183043e-05 2.1858439223596465e-05 7.2787339299143895e-05 -3.363588946827111e-05 7.5600653508445246e-06 -2.1642288114283781e-05 -3.7821433342406124e-05 6.0164384854033416e-05 -2.2914098385200531e-05 3.4281582288556442e-05 -1.6182349354494365e-06 1.5193683295711665e-05 -6.911611542905338e-05 7.8120527033229928e-05 4.7265418979804968e-05 -5.9293054800946268e-05 2.9070541550152633e-07 -0.00013467203389154749 -3.7608663826011419e-06 -2.7003588795857718e-05 0.00010017725987944729 -1.702007706547232e-05 -3.7444767425161751e-05 6.8667275627376512e-05 3.4038572365799072e-05 8.3016210774076177e-05 -2.6099125298147218e-06 -9.2523851344594741e-06
leaf_weight=20 20 23 24 29 21 21 20 24 23 20 20 29 25 21 21 39 20 38 1339 21 22 22 21 23 24 20 33 20 1098 20
leaf_count=20 20 23 24 29 21 21 20 24 23 20 20 29 25 21 21 39 20 38 1339 21 22 22 21 23 24 20 33 20 1098 20
internal_value=0 1.49814e-07 -6.00469e-08 1.81539e-07 1.48664e-05 -1.17751e-07 -1.55422e-05 1.19087e-07 -9.51306e-08 1.55426e-05 -3.32474e-07 -3.26666e-08 1.27568e-07 -1.92287e-07 -2.69612e-05 2.13742e-07 2.01078e-05 -1.4683e-07 1.90207e-06 -1.35301e-07 -2.61804e-06 1.82942e-06 2.2641e-05 3.68251e-05 -8.29299e-07 3.07287e-05 1.30681e-05 -1.96995e-06 -1.2218e-06 3.68819e-05
internal_weight=0 3101 3078 3054 61 2993 40 2972 2943 44 2899 2876 2856 2811 42 2769 45 2740 1498 1459 1242 1438 99 77 1204 42 56 1162 1138 40
internal_count=3121 3101 3078 3054 61 2993 40 2972 2943 44 2899 2876 2856 2811 42 2769 45 2740 1498 1459 1242 1438 99 77 1204 42 56 1162 1138 40
is_linear=0
shrinkage=0.1


Tree=4397
num_leaves=31
num_cat=0
split_feature=132 1203 394 12 4 12 13 0 0 51 133 4 11 9 10 9 13 11 16 133 4 2 3 484 475 4 475 43 484 159
split_gain=1.31859e-06 6.14524e-06 5.54057e-06 1.07398e-06 2.59934e-06 1.16993e-06 1.28339e-06 4.20087e-06 4.15714e-06 9.20788e-06 1.36573e-05 9.96604e-06 2.22005e-06 4.41162e-06 7.4946e-06 2.27108e-06 1.9823e-06 4.48241e-06 3.19186e-06 3.03326e-06 2.87679e-06 2.70323e-06 1.9597e-06 1.87433e-06 1.02764e-05 7.771e-06 1.49578e-05 6.81288e-06 4.55607e-06 7.45861e-06
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 0.23631000000000002 0.63113500000000011 0.15120000000000003 0.10002500000000002 0.12358500000000001 0.10455500000000001 -0.057604999999999996 0.086910000000000015 -0.42529999999999996 -0.011194999999999998 0.092235000000000011 0.0036750000000000007 0.082870000000000013 0.19762500000000002 0.086080000000000018 -0.094359999999999986 0.15630500000000003 -0.086849999999999997 0.09678500000000001 -0.10831999999999999 0.085790000000000019 -0.085774999999999976 -0.0086549999999999978 -0.084169999999999981 -0.08231999999999999 0.073690000000000019 0.014475000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 16 12 -10 11 -11 -2 14 15 23 17 18 -8 20 -18 -20 -22 28 -25 26 -26 -27 -14 -30
right_child=2 -3 -4 -5 -6 -7 7 -9 9 10 -12 -13 13 -15 -16 -17 19 -19 21 -21 22 -23 -24 24 25 27 -28 -29 29 -31
leaf_value=-2.1499492704049548e-06 3.1415466804426856e-05 -6.034058610794091e-05 5.0554150981373499e-05 -2.134365393272753e-05 3.3123553400097687e-05 -2.2387271739084414e-05 6.0245152144489115e-05 4.6103207248961559e-05 2.0874113033642061e-05 -9.9481306225403818e-05 2.4130081844001931e-05 -1.0519484785618262e-05 5.1691032184296045e-07 -3.7910063037998047e-05 4.9527484493556855e-05 -2.9942390458018056e-05 3.5511251080606602e-05 -2.2842533613584237e-05 -6.6664371498236203e-06 -3.8628519367826493e-05 -2.6260141957238613e-05 4.1122271904896483e-05 7.4244224052586698e-06 -6.6116506490356263e-05 9.4555102259619167e-05 -6.3133754984250878e-05 4.0678761226647315e-07 -4.2598773849230844e-06 7.8315925784409052e-05 3.8278102093921391e-06
leaf_weight=196 23 20 22 23 24 23 20 25 39 34 24 20 2049 30 31 25 20 25 29 23 31 20 39 27 20 29 108 61 20 41
leaf_count=196 23 20 22 23 24 23 20 25 39 34 24 20 2049 30 31 25 20 25 29 23 31 20 39 27 20 29 108 61 20 41
internal_value=0 -7.53797e-06 5.60486e-07 1.78987e-07 3.52071e-07 7.47387e-08 2.58395e-07 7.38274e-06 -3.81995e-07 -1.87995e-05 -3.86363e-05 -6.65325e-05 4.92537e-07 2.0117e-07 6.75387e-07 3.90783e-08 2.70636e-06 1.34357e-05 2.658e-05 -6.21896e-06 2.06348e-06 1.28392e-05 -7.49303e-06 3.57353e-07 -7.9218e-06 -7.14203e-07 1.51175e-05 -2.32303e-05 1.31868e-06 2.82501e-05
internal_weight=0 216 2905 2883 2860 2836 2813 232 2581 117 78 54 2464 2441 2411 2380 207 94 69 113 90 49 70 2355 245 218 128 90 2110 61
internal_count=3121 216 2905 2883 2860 2836 2813 232 2581 117 78 54 2464 2441 2411 2380 207 94 69 113 90 49 70 2355 245 218 128 90 2110 61
is_linear=0
shrinkage=0.1


Tree=4398
num_leaves=31
num_cat=0
split_feature=130 10 3 40 2 45 46 16 1428 473 471 52 13 11 1426 156 475 157 484 1429 151 148 447 147 16 32 33 457 3 42
split_gain=1.09581e-06 2.6403e-06 3.7045e-06 2.53047e-06 2.01282e-06 2.26975e-06 1.22644e-06 1.65751e-06 1.5954e-06 2.58911e-06 1.65021e-06 1.34468e-06 5.92555e-06 1.70471e-06 2.98731e-06 1.58054e-06 1.66653e-06 1.04769e-05 1.39798e-05 4.25462e-06 3.89853e-06 1.68294e-06 5.46281e-06 1.64033e-06 1.7009e-06 2.22397e-06 2.05715e-06 1.84624e-06 6.65822e-06 1.08237e-05
threshold=-0.23647499999999996 -0.38124499999999995 -0.0063699999999999989 -0.24134999999999998 0.17025000000000004 -1.0000000180025095e-35 0.084955000000000017 -0.072804999999999981 -0.071779999999999997 -0.072684999999999986 -0.071899999999999978 -0.56022499999999986 0.090705000000000008 0.097680000000000017 -0.080009999999999984 0.12592000000000003 -0.085719999999999977 -0.086394999999999986 0.085740000000000011 0.083810000000000009 -0.52488999999999986 -0.10069499999999999 0.094580000000000011 0.097430000000000003 -0.54656499999999986 1.0000000180025095e-35 -0.012019999999999998 0.09228500000000002 0.092670000000000016 0.087195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 8 -8 -7 -10 -11 12 -12 14 -13 16 17 -16 19 -19 -18 -22 23 24 -23 26 -26 -28 29 -29
right_child=1 3 -4 4 -6 6 7 -9 9 10 11 13 -14 -15 15 -17 20 18 -20 -21 21 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-2.333226695554913e-05 5.6160038620873817e-05 -3.4780885850220031e-05 -3.9756423488835845e-06 -3.2165795577880506e-05 3.0904042683860536e-05 -2.2379276910200475e-05 -1.4692571945172108e-06 3.7893290505053306e-05 3.5927795197494566e-05 -2.2759214925827112e-05 4.2778290778435553e-05 3.85444754283526e-05 -2.2525625316423735e-05 -2.2826927097136804e-05 6.8881020706612619e-05 -2.6348023967013594e-05 -3.7636343975983829e-05 5.1345653658548455e-05 -7.7766297436028254e-05 -2.4353496730543015e-06 2.4261952395525959e-05 -2.0161298022815443e-05 -5.2446766494540499e-05 2.8546488692882122e-05 -2.9278320705724187e-05 3.253699575171119e-05 -3.330193368059865e-07 8.7274566533818398e-05 -2.4255600353539055e-05 -1.0836861722716344e-05
leaf_weight=20 20 21 21 22 21 32 23 20 20 32 33 20 24 33 25 23 28 24 20 38 28 42 20 20 24 21 2375 23 26 22
leaf_count=20 20 21 21 22 21 32 23 20 20 32 33 20 24 33 25 23 28 24 20 38 28 42 20 20 24 21 2375 23 26 22
internal_value=0 1.50479e-07 2.53588e-05 -1.8728e-07 5.1768e-08 -1.6291e-07 7.20914e-08 1.68389e-05 -1.72058e-07 7.12255e-08 -1.75976e-07 7.5911e-08 1.52819e-05 -2.32319e-07 3.59873e-08 -2.43161e-07 -2.37121e-08 1.22098e-05 -5.06797e-06 1.83831e-05 -5.21616e-07 -1.22073e-07 -3.87425e-07 2.04035e-08 -2.04832e-07 1.31648e-07 -1.43863e-07 1.42002e-07 1.60318e-05 3.9309e-05
internal_weight=0 3101 41 3060 3039 3018 2996 43 2953 2921 2901 2869 57 2812 2779 2759 2736 107 82 62 2629 2601 2573 2553 2533 2491 2470 2446 71 45
internal_count=3121 3101 41 3060 3039 3018 2996 43 2953 2921 2901 2869 57 2812 2779 2759 2736 107 82 62 2629 2601 2573 2553 2533 2491 2470 2446 71 45
is_linear=0
shrinkage=0.1


Tree=4399
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 2 132 399 42 132 1204 43 1453 1455 1455 1455 1453 484 51 2 157 483 158 1373 150 1373 1375 158 1453 475 12
split_gain=1.09609e-06 6.52915e-06 3.19677e-06 2.73721e-06 1.10824e-06 4.375e-06 2.24928e-06 2.47903e-06 2.24661e-06 1.21894e-06 1.69348e-06 1.02107e-06 1.91622e-06 2.64382e-06 1.55126e-06 1.32623e-06 3.50299e-06 2.07251e-06 1.61012e-05 1.9938e-06 1.88406e-06 2.5022e-06 1.4808e-06 5.51675e-06 2.31018e-06 5.15258e-06 1.76941e-06 4.01678e-06 1.73261e-06 3.25335e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.089125000000000024 -0.41094499999999995 0.085965000000000014 -0.049004999999999993 -0.22865999999999997 -0.0030749999999999996 -0.0087399999999999995 -0.087504999999999986 -0.24112999999999998 -0.097209999999999977 -0.089344999999999994 -0.079499999999999987 -0.073334999999999984 -0.44986999999999994 0.10981000000000002 0.63334000000000013 -0.47356499999999996 0.13176500000000005 0.086880000000000013 0.090480000000000019 1.0000000180025095e-35 -0.42089999999999994 -0.47356499999999996 -0.0067199999999999994 -0.10664 0.093535000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 -1 -7 10 -8 -3 -13 -14 -15 16 -16 18 -17 20 -19 22 24 -24 25 -22 -27 -28 29 -29
right_child=1 11 -4 -5 5 8 9 -9 -10 -11 -12 12 13 14 15 17 -18 19 -20 -21 21 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=-4.8383819921582473e-05 5.6075727860886784e-05 -1.6391884236253573e-05 -4.0457544844684895e-05 -3.6621913559862328e-05 4.3753246978457569e-05 -3.2637880012771353e-05 -8.6857024278422755e-07 1.4060431499274275e-06 1.476051330428163e-05 -1.2626445332779954e-05 3.752349271962885e-05 2.4660724341174502e-05 -3.5298028905388147e-05 2.5631140518574586e-05 4.8228947862298809e-05 -8.5189847066596323e-05 -8.4374082613673337e-06 -2.9194725687954236e-05 2.6670149265790375e-05 2.8900677655959346e-05 -4.6197510285613438e-05 3.3774967046569638e-05 -4.4010363073480664e-05 2.0628480975258004e-05 2.6954781893095971e-05 2.9984314205648844e-05 -3.4013979032298429e-05 -3.7927756300397903e-05 9.8689016067848812e-07 1.3803658306414944e-05
leaf_weight=20 21 37 25 21 26 20 27 20 20 23 20 32 21 24 20 22 24 22 31 24 24 22 31 23 32 20 34 31 2384 20
leaf_count=20 21 37 25 21 26 20 27 20 20 23 20 32 21 24 20 22 24 22 31 24 24 22 31 23 32 20 34 31 2384 20
internal_value=0 5.18593e-07 -6.7721e-06 -2.4973e-06 1.57439e-06 1.18187e-05 -4.57223e-06 -2.34889e-05 -8.93868e-06 6.23729e-06 1.54685e-05 1.13207e-07 3.28162e-07 5.09669e-08 3.17225e-07 9.7423e-08 1.732e-05 -1.81178e-07 -1.97623e-05 2.07948e-07 -5.25987e-08 1.92013e-07 -9.22599e-08 -1.6479e-05 2.55435e-07 -8.45485e-08 3.60092e-07 1.20123e-07 5.96739e-07 -1.76409e-05
internal_weight=0 2899 222 197 176 66 110 40 40 70 47 2878 2841 2809 2788 2764 44 2720 53 2667 2643 2621 2599 54 2545 2513 2489 2469 2435 51
internal_count=3121 2899 222 197 176 66 110 40 40 70 47 2878 2841 2809 2788 2764 44 2720 53 2667 2643 2621 2599 54 2545 2513 2489 2469 2435 51
is_linear=0
shrinkage=0.1


Tree=4400
num_leaves=31
num_cat=0
split_feature=1452 158 0 1455 1456 2 456 475 4 4 12 130 42 50 1211 483 133 13 43 3 483 16 1 43 50 393 48 1455 42 3
split_gain=1.08401e-06 1.90003e-06 3.71706e-06 1.45373e-06 3.97449e-06 9.12842e-06 1.66322e-06 4.51259e-06 4.43113e-06 5.83888e-06 3.11393e-06 2.55442e-06 2.34619e-06 1.80261e-06 6.56072e-06 4.37214e-06 5.05536e-06 7.81207e-06 5.9684e-06 5.0914e-06 4.31568e-06 3.80201e-06 3.54139e-06 8.10151e-06 2.48801e-06 2.43172e-06 2.11478e-06 2.10533e-06 4.57638e-06 3.35098e-06
threshold=0.11769000000000002 -0.46695499999999995 -0.077809999999999976 0.090900000000000022 -0.081419999999999979 0.094835000000000017 0.08777500000000002 -0.084264999999999993 -0.013514999999999998 -0.0086549999999999978 0.086915000000000006 -0.23123999999999997 0.14766000000000004 0.096900000000000014 0.11048500000000001 0.087520000000000014 0.087625000000000022 -0.080344999999999986 -0.0087399999999999995 -0.075944999999999985 0.10018500000000001 -0.067914999999999989 0.089475000000000013 -0.081779999999999978 0.09524500000000001 0.11146500000000002 0.10668000000000001 -0.076939999999999995 0.088200000000000014 -0.08323499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 11 -8 -9 -10 -11 -3 13 24 15 16 18 -18 22 -20 -17 -19 23 -15 25 27 -21 28 29 -13
right_child=-2 3 -4 4 5 -7 7 8 9 10 -12 12 -14 14 -16 20 17 21 19 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.2123961183242502e-06 1.9587610261493995e-05 3.4205149644218514e-05 -4.579189251391934e-05 -1.4955000325712854e-05 6.9379925428490554e-05 -1.0669326084568858e-05 -5.0493575599830365e-05 3.5275350402722934e-05 -5.6170363013339026e-05 -1.4155032982411545e-05 3.5308715641804159e-05 -2.2816487737521852e-05 -2.5367594480485424e-05 -1.689868747079589e-05 6.0115559104319391e-05 6.0957184894050448e-05 7.217236974871152e-05 -3.3977499479078693e-05 3.7666372650814342e-05 -2.7084868799482304e-05 2.6768533088114865e-06 2.7682939507940321e-05 -8.4353256140950137e-07 -9.453071361349431e-05 -3.4860581633568343e-05 -2.6460139402583339e-05 1.3509203805976236e-05 -4.6400157212563903e-07 5.4862827073520752e-05 2.4854278372004046e-05
leaf_weight=25 28 22 26 33 28 29 24 24 23 35 20 29 36 41 22 24 21 20 35 33 27 20 31 20 21 35 21 2316 22 30
leaf_count=25 28 22 26 33 28 29 24 24 23 35 20 29 36 41 22 24 21 20 35 33 27 20 31 20 21 35 21 2316 22 30
internal_value=0 -1.77317e-07 -1.93192e-05 1.43602e-07 1.26635e-05 2.86531e-05 -2.38102e-07 -1.14794e-05 -2.29963e-06 -1.38612e-05 3.83178e-06 2.63104e-07 -3.20318e-09 3.26681e-07 7.44801e-06 3.49345e-06 -2.11432e-06 2.27824e-05 -1.05049e-05 7.95748e-06 3.01029e-05 -3.14728e-06 -2.83653e-05 -4.23518e-05 -5.878e-07 -2.91859e-07 -1.12983e-05 9.02398e-08 1.59374e-05 1.42288e-06
internal_weight=0 3093 51 3042 90 57 2952 126 102 78 55 2826 2804 2768 315 293 242 61 181 89 51 40 92 61 2453 2432 54 2397 81 59
internal_count=3121 3093 51 3042 90 57 2952 126 102 78 55 2826 2804 2768 315 293 242 61 181 89 51 40 92 61 2453 2432 54 2397 81 59
is_linear=0
shrinkage=0.1


Tree=4401
num_leaves=31
num_cat=0
split_feature=130 12 132 50 394 1203 131 132 13 133 52 1203 15 49 456 456 52 1373 1373 457 1453 1375 454 1375 150 147 1348 150 0 48
split_gain=1.16585e-06 2.9714e-06 1.09658e-06 3.07984e-05 1.70197e-05 4.87379e-06 1.2535e-06 1.22727e-06 1.32623e-06 1.68767e-06 1.18905e-06 1.40729e-06 1.02275e-06 1.59997e-06 1.37235e-06 2.56552e-06 2.24703e-06 1.86433e-06 2.44514e-06 4.85976e-06 1.35406e-06 1.25111e-06 1.57698e-06 1.89979e-06 1.43318e-06 3.70842e-06 3.15812e-06 2.29705e-06 2.19001e-06 1.60732e-06
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.10022000000000002 0.10969000000000002 0.089480000000000018 -0.076979999999999979 -0.40070499999999992 -0.049279999999999997 -0.14717499999999997 0.085175000000000015 0.084545000000000009 0.23208000000000004 -0.18481499999999998 0.10512000000000001 0.091580000000000009 -0.0027449999999999996 0.086880000000000013 1.0000000180025095e-35 0.31508000000000008 -0.087504999999999986 0.086520000000000014 -0.081344999999999987 -0.084629999999999997 0.12706500000000001 0.097985000000000017 0.087500000000000008 0.11656000000000001 -0.24955499999999997 0.098160000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 12 6 -2 -8 -9 -10 -11 -12 13 -4 15 17 -17 18 19 20 -15 22 -22 -24 25 26 27 28 -25 -30
right_child=1 -3 4 -5 -6 -7 7 8 9 10 11 -13 -14 14 -16 16 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-2.4066365649559885e-05 1.768430457858017e-05 3.6775603596404181e-05 -2.1071155209837243e-05 0.00012186373710175673 -8.8245552747552719e-05 -5.2304874934634426e-05 -2.7181628811376866e-05 -2.4135399171427708e-05 2.7909902960148072e-05 -2.0424193180937995e-05 -6.1708241323562902e-06 2.6753282063509691e-05 2.0606349418509733e-05 -1.9395109826719445e-05 -1.8983542654618883e-05 2.2304280224963567e-06 4.6933298124878841e-05 -2.2919593133597768e-05 2.9189615678002034e-05 -4.2214168839833566e-05 -2.682458625280387e-05 2.2105479045556559e-05 2.3185418752758339e-05 3.2633870363324168e-05 2.2458405679760195e-05 -3.4846521634790407e-05 4.0102201528497974e-05 -3.3548717210578617e-05 -5.0916202137453744e-07 9.8111928415279683e-06
leaf_weight=20 32 22 36 21 22 20 20 20 23 26 37 20 24 34 37 23 22 35 29 27 21 27 37 21 29 30 20 20 2204 162
leaf_count=20 32 22 36 21 22 20 20 20 23 26 37 20 24 34 37 23 22 35 29 27 21 27 37 21 29 30 20 20 2204 162
internal_value=0 1.55216e-07 -1.06444e-07 6.71343e-06 -6.28665e-07 -5.49948e-06 -2.40443e-07 -4.16916e-06 -5.16382e-07 3.94004e-06 -2.70222e-06 5.38149e-06 5.05357e-08 -1.2478e-07 1.46663e-07 4.04896e-07 2.40852e-05 9.63952e-09 3.11227e-07 -6.96237e-09 4.30502e-07 6.92684e-07 4.65426e-07 6.92572e-07 3.57803e-07 9.69497e-08 5.28884e-07 2.00065e-07 4.82837e-07 1.97473e-07
internal_weight=0 3101 3079 219 2860 198 178 146 126 106 83 57 2838 2814 2778 2741 45 2696 2661 2632 2605 2571 2544 2523 2486 2457 2427 2407 2387 2366
internal_count=3121 3101 3079 219 2860 198 178 146 126 106 83 57 2838 2814 2778 2741 45 2696 2661 2632 2605 2571 2544 2523 2486 2457 2427 2407 2387 2366
is_linear=0
shrinkage=0.1


Tree=4402
num_leaves=31
num_cat=0
split_feature=1203 401 401 133 1209 132 1185 15 1186 1209 12 12 0 12 12 12 2 0 12 484 12 0 1 3 401 391 1213 158 131 128
split_gain=1.14883e-06 1.27624e-06 1.62382e-06 4.14895e-06 3.47723e-06 1.29581e-06 6.41909e-06 3.11073e-06 1.9343e-06 1.21596e-06 1.25448e-06 3.33326e-06 4.64827e-06 2.47849e-06 1.0222e-05 9.32978e-06 7.88813e-06 7.14724e-06 3.61793e-06 9.9346e-06 1.51288e-05 6.4689e-06 1.27838e-05 5.54541e-06 3.65053e-06 5.93448e-06 4.74964e-06 3.46151e-06 3.22108e-06 3.02674e-06
threshold=0.10970500000000001 0.13837000000000002 0.11769000000000002 -0.047229999999999987 -0.093169999999999989 -0.083174999999999985 -0.014244999999999999 0.092400000000000024 0.049580000000000006 -0.087199999999999986 0.10193000000000001 0.099815000000000015 -0.074479999999999977 0.097575000000000009 0.096990000000000007 0.096525000000000014 0.097385000000000013 -0.072594999999999979 0.094580000000000011 -0.073334999999999984 0.095175000000000023 -0.073309999999999986 0.10325000000000002 -0.078584999999999988 0.10632500000000002 -0.087114999999999984 -0.083944999999999978 -0.47382999999999992 0.11657500000000001 0.10692000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 8 -6 -8 11 13 -13 14 15 18 17 -15 24 -20 -21 23 -23 -22 25 -11 -26 -27 29 -29
right_child=-2 -3 3 -5 5 6 9 -9 -10 10 -12 12 -14 16 -16 -17 -18 -19 19 20 21 22 -24 -25 26 27 -28 28 -30 -31
leaf_value=-4.1858835520542928e-05 2.3890088368716536e-05 -2.5333521721222498e-05 -9.9327277293273917e-06 4.5007405067196864e-05 -1.5365375644293192e-07 5.4352932651950553e-05 2.3538857600545853e-05 -4.5082926135364687e-05 -3.2302594939080467e-05 -5.4645081909256995e-05 6.0847885768643631e-06 8.3857729415675352e-06 -5.434417350645365e-05 2.8949231545993828e-05 -6.3205702798978358e-05 5.7221437724105531e-05 5.6120278451353742e-05 -5.3648397188226236e-05 4.3127955517696178e-05 -0.00010553493378947246 -1.9200821376822812e-05 -9.2829921109747397e-05 1.497394449126494e-05 4.9513311751070432e-05 6.4572784031042825e-05 -4.1313725560030435e-05 -3.5194233402892551e-06 -5.0252998853479797e-07 2.7572474072109991e-05 3.5982248727637142e-05
leaf_weight=20 20 20 28 27 172 22 22 20 21 20 296 21 27 22 26 28 31 20 23 21 24 22 22 23 20 20 21 1996 43 23
leaf_count=20 20 20 28 27 172 22 22 20 21 20 296 21 27 22 26 28 31 20 23 21 24 22 22 23 20 20 21 1996 43 23
internal_value=0 -1.54076e-07 9.37382e-09 1.70379e-05 -3.00133e-07 -2.36281e-08 5.49737e-07 -7.54198e-06 -3.65173e-06 1.22573e-07 -6.4825e-08 -8.0689e-07 -2.68998e-05 -2.86116e-07 -8.54097e-07 -1.51087e-07 1.78581e-05 -1.0383e-05 -8.5628e-07 -1.67343e-05 -2.90275e-05 -1.13719e-05 -3.8928e-05 1.44252e-05 1.43971e-07 -4.32454e-07 2.96963e-05 8.83207e-08 4.89892e-07 -8.69035e-08
internal_weight=0 3101 3081 55 3026 3006 2793 213 193 2771 2749 2453 48 2405 2332 2306 73 42 2278 135 112 91 44 47 2143 2102 41 2082 2062 2019
internal_count=3121 3101 3081 55 3026 3006 2793 213 193 2771 2749 2453 48 2405 2332 2306 73 42 2278 135 112 91 44 47 2143 2102 41 2082 2062 2019
is_linear=0
shrinkage=0.1


Tree=4403
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 52 133 403 403 0 12 4 33 10 16 13 33 45 142 2 49 13 401 1456 159 153 456 1428 2 2
split_gain=1.0959e-06 3.13112e-05 1.76158e-05 6.50049e-06 1.07474e-06 1.13228e-06 2.0234e-06 1.41201e-06 1.13412e-06 2.38128e-06 1.02944e-06 2.07212e-06 1.19151e-06 1.056e-06 8.14493e-06 1.21031e-05 1.58054e-06 1.22498e-06 1.96418e-06 1.13897e-06 3.28189e-06 1.60973e-06 1.29389e-06 1.19489e-06 2.96418e-06 2.45617e-06 1.73274e-06 1.3294e-06 2.18465e-06 7.40544e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.090645000000000017 -0.37971999999999995 -0.023519999999999996 -0.089609999999999981 -0.087084999999999982 0.23631000000000002 0.63113500000000011 -0.044254999999999996 -0.011559999999999999 -0.056919999999999991 -0.076384999999999995 0.082285000000000011 0.094030000000000016 -1.0000000180025095e-35 0.14530500000000005 0.11428500000000001 -0.055129999999999992 0.13699500000000003 0.11510000000000002 0.096890000000000018 0.082840000000000011 0.11078000000000002 -0.042789999999999995 0.11411 0.11510000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 8 -8 -10 11 12 -4 14 15 16 -14 18 -15 22 21 -21 23 25 -25 26 27 -20 -29 -30
right_child=2 -3 10 -5 -6 -7 7 -9 9 -11 -12 -13 13 17 -16 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-3.1611910061166359e-05 -8.9657699242128404e-05 0.00012292620227699879 2.3819367050323526e-05 -5.9547824034780208e-05 2.1826905718366369e-05 1.3308109631301099e-05 1.0457548355938903e-05 2.34805205172961e-05 8.0570843949870969e-06 -3.6115463976434864e-05 -2.0905297238325306e-05 2.9595537618358022e-05 -1.8914140644483272e-05 3.0994103951798024e-05 3.063520930344098e-05 -9.3026875263257393e-05 1.7836934816014863e-05 -1.8038841448881414e-05 1.8725816232453772e-05 4.7858916541767742e-05 -1.574644500215072e-05 9.0678230117191576e-06 -2.5382168569194622e-05 4.3326563484567618e-05 -1.0465635009495599e-05 -3.5028069196414438e-05 -2.7165658795401334e-05 1.172626116628536e-06 -6.5385850874528318e-05 -3.5585388652179972e-06
leaf_weight=26 22 21 21 20 21 36 26 20 23 26 23 24 25 21 33 21 22 36 39 23 25 20 20 21 20 20 23 2172 21 250
leaf_count=26 22 21 21 20 21 36 26 20 23 26 23 24 25 21 33 21 22 36 39 23 25 20 20 21 20 20 23 2172 21 250
internal_value=0 6.82127e-06 -5.1477e-07 -5.49289e-06 5.80701e-07 -2.26115e-06 -6.89332e-06 -1.28236e-07 -6.4239e-06 -1.53814e-05 1.66183e-07 3.35817e-07 8.79403e-08 -8.92858e-08 -1.01291e-05 -2.99118e-05 -1.71151e-06 2.84755e-07 5.31353e-07 2.90314e-07 1.30654e-05 2.98165e-05 -4.56135e-08 1.51865e-07 1.70865e-05 -1.23112e-07 1.5557e-07 4.08748e-07 1.16335e-07 -8.34959e-06
internal_weight=0 219 2902 198 178 157 121 95 75 49 2880 2857 2833 2812 101 68 47 2711 2675 2654 68 43 2586 2566 41 2525 2505 2482 2443 271
internal_count=3121 219 2902 198 178 157 121 95 75 49 2880 2857 2833 2812 101 68 47 2711 2675 2654 68 43 2586 2566 41 2525 2505 2482 2443 271
is_linear=0
shrinkage=0.1


Tree=4404
num_leaves=31
num_cat=0
split_feature=1213 1212 1211 1 42 132 1203 394 402 401 133 0 132 4 2 0 130 400 129 43 15 130 130 52 4 1212 12 2 4 1212
split_gain=9.76681e-07 1.71609e-06 7.10864e-06 5.33078e-06 2.33159e-06 1.61709e-06 7.27526e-06 3.6409e-06 1.6228e-06 1.10057e-05 2.59775e-06 3.97707e-06 1.15775e-06 2.3121e-06 2.46536e-06 1.68863e-06 1.63617e-06 1.57531e-06 1.15375e-06 2.69586e-06 4.08954e-06 1.40227e-06 2.31551e-06 1.36673e-06 3.25726e-06 3.50763e-06 1.03552e-05 1.15855e-05 9.01721e-06 4.11739e-06
threshold=0.51370000000000016 0.11796000000000001 0.11048500000000001 0.087865000000000013 0.089015000000000025 -0.083284999999999984 0.089005000000000015 0.11233000000000001 -0.45015499999999992 -1.0000000180025095e-35 0.50628500000000021 -0.072594999999999979 -0.41127499999999995 0.10528000000000001 0.094400000000000026 -0.082284999999999983 0.10923000000000001 -0.087079999999999977 0.10311000000000002 -0.071044999999999983 0.084050000000000014 -0.22699999999999995 -0.11198999999999999 0.0031350000000000002 -0.51843499999999987 0.086920000000000011 0.089300000000000004 0.083995000000000014 -0.081984999999999988 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 6 12 8 9 -7 18 -12 16 14 15 17 -1 -14 21 -20 -21 -10 -23 -24 -25 29 27 -27 -29 -26
right_child=-2 3 -4 -5 -6 7 -8 -9 10 -11 11 -13 13 -15 -16 -17 -18 -19 19 20 -22 22 23 24 25 26 -28 28 -30 -31
leaf_value=3.0605774424222309e-05 2.2027509630788699e-05 -1.9262130481365604e-05 5.1300003685726014e-05 -5.0489106838035188e-05 2.6968710199071214e-05 -7.4564418441696047e-05 -6.0537439018541288e-05 4.2904006973003563e-05 -2.546633675757965e-05 2.3308060265965955e-05 -6.531461694976315e-06 5.5777239980497623e-05 2.3701028476352805e-05 -3.5511683199729306e-05 3.0192800685264437e-05 -3.125009748739261e-05 -7.1136305806525655e-06 -9.5061022821028026e-06 -1.3417512536761934e-05 5.9534997438147135e-05 2.0290768029204069e-07 3.1475473058336602e-05 1.3221792461464845e-06 -4.2421748609437304e-05 -1.8249476249070804e-06 -9.6611742681792151e-05 3.5828741268536153e-05 -4.973543472820333e-05 3.9577294119226286e-05 3.6555445155405821e-05
leaf_weight=23 20 20 27 27 24 20 24 20 22 27 20 21 20 23 21 23 23 50 26 21 26 23 1653 21 773 24 24 26 20 29
leaf_count=23 20 20 27 27 24 20 24 20 22 27 20 21 20 23 21 23 23 50 26 21 26 23 1653 21 773 24 24 26 20 29
internal_value=0 -1.42064e-07 2.18039e-07 -1.55099e-05 5.95469e-06 -2.41239e-07 -8.76974e-06 3.90163e-07 8.38672e-08 -1.83398e-05 4.01167e-07 2.53828e-05 -1.98053e-06 -6.58946e-06 -7.5428e-07 -7.74233e-06 1.17461e-05 -1.83506e-08 2.0124e-08 1.24199e-05 2.6713e-05 -3.26028e-07 -1.12728e-07 -3.95424e-07 -3.4916e-06 -2.57918e-06 -2.0855e-05 -4.02894e-05 -1.09038e-05 -4.37128e-07
internal_weight=0 3101 3030 71 44 3003 207 2796 2776 47 2729 41 183 137 114 93 46 70 2688 73 47 2615 2593 2570 917 896 94 70 46 802
internal_count=3121 3101 3030 71 44 3003 207 2796 2776 47 2729 41 183 137 114 93 46 70 2688 73 47 2615 2593 2570 917 896 94 70 46 802
is_linear=0
shrinkage=0.1


Tree=4405
num_leaves=31
num_cat=0
split_feature=132 1186 393 1203 13 49 2 42 1204 120 483 483 483 42 1455 42 15 1453 1447 12 1447 1447 51 33 1453 51 1428 474 474 1456
split_gain=1.13611e-06 2.94109e-05 1.53669e-05 3.19189e-06 1.07071e-06 1.68094e-06 1.5266e-06 5.19314e-06 1.98748e-06 9.44446e-07 1.99214e-06 9.20334e-06 4.15937e-06 7.99032e-06 3.39065e-06 2.34333e-06 5.4922e-06 1.82571e-06 1.66069e-06 1.2696e-05 1.33962e-05 5.63936e-06 3.50055e-06 1.33872e-06 1.28358e-06 1.83242e-06 1.85906e-06 1.52324e-06 6.74863e-06 4.03591e-06
threshold=-0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.087075000000000014 -0.052719999999999996 0.10084500000000002 0.089320000000000024 -0.058859999999999989 -0.0030749999999999996 0.093680000000000013 0.10083000000000002 0.10452500000000002 0.095250000000000015 0.087505000000000013 -0.11962499999999998 0.096610000000000015 -0.013969999999999998 -0.087504999999999986 -0.085709999999999995 0.083985000000000018 -0.086849999999999997 -0.084549999999999986 -0.0046749999999999995 -0.044254999999999996 -0.079499999999999987 -0.44986999999999994 -0.042789999999999995 0.088710000000000011 0.089435000000000014 0.10959500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 -1 6 8 -8 -6 10 12 -12 17 -14 -13 16 -16 -2 19 -19 22 -20 -21 -23 -25 -26 -27 29 -29 -28
right_child=2 -3 -4 -5 5 -7 7 -9 -10 -11 11 14 13 -15 15 -17 -18 18 21 20 -22 23 -24 24 25 26 27 28 -30 -31
leaf_value=1.9633388375911204e-05 -2.618733292015699e-05 0.00011660670218392707 -8.787683752075282e-05 -3.8688763321260928e-05 7.4010566031786363e-06 -2.9770923321761772e-05 5.0428762956884884e-05 -1.6834382904562517e-05 -2.3772866944245137e-05 -2.0100883707725544e-05 7.1248661955988538e-05 3.8477256621263225e-05 8.6704058284575922e-06 -7.0630794198223157e-05 1.447909037452982e-06 1.9198420173219908e-05 -5.8980524599541068e-05 7.1792735751067215e-05 -4.8307773211793878e-05 4.9330790460815134e-05 -7.82894299209147e-05 2.554001336777999e-05 -2.3130277778753747e-06 2.1100949053451872e-05 -2.1850260753509296e-05 2.4223981336035651e-05 -3.0812616123155281e-07 6.2100332052934741e-05 1.7390477528149014e-06 -4.1539761675342864e-05
leaf_weight=23 26 22 20 25 43 21 22 24 39 23 22 20 27 24 53 26 21 27 24 21 20 21 35 29 38 32 2191 21 157 24
leaf_count=23 26 22 20 25 43 21 22 24 39 23 22 20 27 24 53 26 21 27 24 21 20 21 35 29 38 32 2191 21 157 24
internal_value=0 6.94529e-06 -5.24128e-07 -5.30116e-06 -4.48315e-07 -3.54818e-06 7.53994e-07 1.53349e-05 -7.42557e-06 8.2067e-08 2.44434e-07 1.1791e-05 -3.5903e-07 -2.86478e-05 8.90435e-07 -6.62693e-06 -1.57007e-05 1.82128e-07 4.41827e-07 1.28894e-05 -8.03682e-06 -6.35327e-08 1.70534e-05 3.97216e-07 1.85339e-07 -6.09272e-08 2.80514e-07 -3.96662e-08 8.86032e-06 -7.5488e-07
internal_weight=0 219 2902 197 172 149 128 46 82 2882 2859 142 2717 51 120 100 74 2666 2640 103 76 2537 56 2513 2492 2463 2425 2393 178 2215
internal_count=3121 219 2902 197 172 149 128 46 82 2882 2859 142 2717 51 120 100 74 2666 2640 103 76 2537 56 2513 2492 2463 2425 2393 178 2215
is_linear=0
shrinkage=0.1


Tree=4406
num_leaves=31
num_cat=0
split_feature=1452 1452 1455 43 16 1455 158 482 42 1 482 483 482 1455 159 12 131 160 160 157 13 12 3 16 3 48 16 12 13 50
split_gain=9.57702e-07 1.74438e-06 1.43319e-06 3.0487e-06 5.99607e-06 2.45288e-06 3.07529e-06 1.95434e-06 9.29615e-06 6.34077e-06 4.85707e-06 1.1245e-05 4.57252e-06 1.65963e-06 1.72844e-06 3.99174e-06 5.17628e-06 4.29811e-06 5.52334e-06 4.63882e-06 3.69102e-06 4.30814e-06 3.22344e-06 4.1451e-06 3.94044e-06 6.19463e-06 3.57421e-06 2.86327e-06 2.68285e-06 1.90248e-06
threshold=0.11769000000000002 0.10669000000000002 -0.092919999999999989 -0.013024999999999998 0.057265000000000003 -0.088559999999999986 -0.4686749999999999 0.098465000000000011 0.091735000000000025 0.16540500000000002 0.089745000000000005 0.088610000000000008 0.087870000000000018 0.10534 0.080005000000000007 0.091085000000000013 0.081165000000000001 -0.24185499999999996 -0.090484999999999996 -0.081634999999999985 -0.051094999999999995 0.11351500000000002 -0.017889999999999996 0.0057500000000000008 0.088060000000000013 0.09111000000000001 -0.018494999999999998 0.087285000000000015 -0.083499999999999977 -0.099524999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -7 9 -9 10 12 -12 13 14 29 17 20 -16 -19 -20 -17 -22 23 27 26 -26 -24 28 -21 -8
right_child=-2 -3 5 -5 -6 6 7 8 -10 -11 11 -13 -14 -15 15 16 -18 18 19 22 21 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=6.5150814897724953e-05 1.8411084264308947e-05 -2.822480106177946e-05 -3.4350036384282809e-05 -1.6439865695164455e-05 -6.3008995918304819e-06 3.5598605336417677e-05 1.8793045533779412e-05 1.2778575546690263e-05 -6.9730722299771682e-05 5.0165168388048187e-05 4.8761154269360473e-06 -8.962163647083799e-05 4.5565206892206338e-05 2.2439562349063637e-05 -5.2777693675428364e-05 3.1412400945555419e-05 5.4866886862977736e-05 3.3462965383738003e-05 -4.8933024655184457e-05 -3.072248813730446e-06 5.9796845881784386e-06 -5.0728853706719493e-05 -2.9563387367185595e-06 -5.3127020568613918e-05 -4.0291655703667325e-05 2.8786379975610457e-05 5.0559524377674219e-05 1.5562446177711769e-05 -4.5294537779193854e-05 1.3798401512886863e-07
leaf_weight=23 28 22 21 22 24 24 56 36 22 25 34 20 22 32 24 25 21 28 32 34 37 21 24 28 34 21 26 31 27 2297
leaf_count=23 28 22 21 22 24 24 56 36 22 25 34 20 22 32 24 25 21 28 32 34 37 21 24 28 34 21 26 31 27 2297
internal_value=0 -1.66667e-07 3.43359e-08 1.42836e-05 2.86648e-05 -2.93179e-07 -5.32619e-08 -3.42624e-07 -1.85181e-05 2.10096e-08 -4.15178e-07 -3.01231e-05 1.53696e-07 -2.03364e-07 -4.65321e-07 -6.43205e-06 1.0514e-05 -1.21356e-05 -8.71309e-06 -1.33081e-05 -7.07802e-07 -1.45527e-05 -8.2415e-06 -1.94377e-05 4.55422e-06 -1.39164e-05 2.48719e-05 -9.18449e-06 -2.17608e-05 5.81963e-07
internal_weight=0 3093 3071 69 47 3002 2981 2957 58 2899 2874 54 2820 2798 2766 413 104 309 285 257 83 58 225 120 105 55 50 92 61 2353
internal_count=3121 3093 3071 69 47 3002 2981 2957 58 2899 2874 54 2820 2798 2766 413 104 309 285 257 83 58 225 120 105 55 50 92 61 2353
is_linear=0
shrinkage=0.1


Tree=4407
num_leaves=31
num_cat=0
split_feature=1 1132 9 13 31 34 9 3 9 45 3 3 47 2 1 3 13 13 2 1 48 2 51 2 2 13 457 0 2 1
split_gain=9.59864e-07 1.07572e-06 1.02047e-06 2.91594e-06 1.7131e-06 1.79315e-06 2.73904e-06 9.36622e-06 2.17605e-06 1.25453e-06 1.53808e-06 5.94212e-06 5.72834e-06 1.35528e-05 1.01086e-05 3.76055e-06 4.26336e-06 3.71104e-06 2.80819e-06 6.03887e-06 6.05183e-06 7.41813e-06 3.74119e-06 3.95799e-06 1.34811e-05 4.82635e-06 3.59217e-06 4.8271e-06 3.64572e-06 3.56832e-06
threshold=0.16773500000000005 -1.0000000180025095e-35 -0.08619499999999998 -0.085584999999999981 -0.082169999999999979 -0.057544999999999992 0.091600000000000015 -0.13309499999999996 0.082870000000000013 0.094030000000000016 -0.028564999999999997 -0.045649999999999989 0.092165000000000011 0.081135000000000013 0.10587000000000001 -0.011549999999999998 -0.0018299999999999998 -0.16152999999999998 0.092875000000000013 0.087325000000000014 0.085845000000000019 0.086100000000000024 -0.14283999999999999 0.10644500000000001 0.11215000000000001 -1.0000000180025095e-35 0.084740000000000024 -0.14001499999999997 0.12198500000000001 0.096125000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 8 -8 9 10 11 17 13 -12 -14 16 -15 -7 19 20 21 -17 -20 25 -25 -24 27 -26 -29 -27
right_child=-2 2 4 -5 5 6 7 -9 -10 -11 12 -13 14 15 -16 18 -18 -19 22 -21 -22 -23 23 24 26 29 -28 28 -30 -31
leaf_value=-2.2404973905005528e-05 -2.0353295163342569e-05 4.362513710475469e-05 -2.2574206846140003e-05 -8.0754016115254974e-06 2.1919798739059175e-05 -4.2929973933496515e-05 2.8631222035073735e-05 -6.0968959990402387e-05 3.2522416516994348e-05 -1.8602021180933142e-05 7.9120077234270318e-05 -3.9921518978907876e-05 -8.1841226078722683e-05 9.5008727021195225e-06 2.7770723420417201e-06 -1.8959518476029707e-05 6.6047497821273285e-05 3.3818441161538806e-07 3.019570073471793e-05 5.1862143436665065e-05 -4.7131797309702967e-05 5.4503311818094792e-05 -2.2950134035244657e-07 5.8983554261045142e-05 1.6339272057545411e-05 -1.9935000524301795e-05 -4.6864801030703049e-05 -5.8228789712302393e-05 -8.6055860947453763e-06 -7.8230793033504779e-05
leaf_weight=21 23 20 33 24 38 20 20 28 21 35 26 38 20 40 48 28 20 2234 30 32 20 27 39 33 60 21 24 20 57 21
leaf_count=21 23 20 33 24 38 20 20 28 21 35 26 38 20 40 48 28 20 2234 30 32 20 27 39 33 60 21 24 20 57 21
internal_value=0 1.51108e-07 3.0505e-07 1.54248e-05 8.57053e-08 3.34964e-07 5.80489e-08 -2.36356e-05 4.48335e-07 2.15512e-07 4.45958e-07 -7.06856e-07 5.11424e-06 8.8317e-06 -2.21107e-05 4.95988e-06 2.83497e-05 -4.57389e-08 1.55359e-06 1.54923e-05 -2.55073e-08 1.71041e-05 -3.33638e-06 -6.99443e-06 7.57547e-07 -2.55609e-05 -1.1177e-05 -4.92509e-06 -2.14947e-05 -4.90829e-05
internal_weight=0 3098 3077 44 3033 3000 2962 48 2914 2893 2858 2292 566 498 68 472 60 2254 412 107 75 55 305 275 194 81 161 137 77 42
internal_count=3121 3098 3077 44 3033 3000 2962 48 2914 2893 2858 2292 566 498 68 472 60 2254 412 107 75 55 305 275 194 81 161 137 77 42
is_linear=0
shrinkage=0.1


Tree=4408
num_leaves=31
num_cat=0
split_feature=132 1203 132 50 16 132 4 13 13 130 130 13 13 394 16 16 13 403 401 133 52 401 1210 1212 1212 1210 1212 12 12 43
split_gain=1.0226e-06 2.82431e-05 1.42641e-05 5.18828e-06 1.08827e-06 1.51788e-06 2.98899e-06 2.52145e-06 1.02778e-06 9.94121e-07 4.27851e-06 3.40091e-06 4.38855e-06 3.10976e-06 2.7591e-06 6.56517e-06 2.77833e-06 1.89839e-06 1.74654e-06 1.63405e-06 2.03348e-06 1.23895e-06 1.25167e-06 1.74357e-06 3.35019e-06 1.141e-05 2.09787e-06 1.59269e-06 7.60775e-06 7.61015e-06
threshold=-0.083284999999999984 0.089165000000000008 -0.076764999999999986 0.10022000000000002 -0.097644999999999996 -0.41094499999999995 -0.020529999999999996 0.056795000000000005 -0.0093149999999999986 -0.0089599999999999975 -0.004729999999999999 -0.011914999999999999 -0.016469999999999995 -0.096774999999999986 -0.11118499999999999 -0.088394999999999987 0.24394000000000002 0.62200000000000011 0.13607500000000003 -0.0077049999999999992 -0.07278999999999998 0.12006000000000001 -0.38516499999999992 -0.121045 -0.088629999999999987 -0.099939999999999987 -0.063924999999999996 0.086305000000000007 0.086850000000000024 -0.035139999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 7 8 -6 -7 11 -11 12 -4 -12 -13 -16 19 18 21 20 -17 22 -15 -24 -25 -26 -27 -28 29 -29
right_child=2 -3 9 -5 5 6 -8 -9 -10 10 13 14 -14 17 15 16 -18 -19 -20 -21 -22 -23 23 24 25 26 27 28 -30 -31
leaf_value=1.9097386248176919e-05 -8.2614610177448165e-05 0.00011142231495519493 -1.2370176927620576e-07 -5.3976869094185534e-05 -1.183293712529121e-05 8.8293503021077418e-06 -3.9116733207195543e-05 3.8381087288144049e-05 -1.351355712228854e-05 -3.5646381949096819e-05 3.3203697395427818e-05 2.8537412462928505e-05 6.1651108697570526e-05 2.1777587132349326e-05 -5.4898340607431476e-05 3.6005997522490521e-06 3.6709202764281409e-05 -2.6679140164223672e-05 2.8696605849767193e-05 1.2495820765528181e-05 -3.9439407366411877e-05 -2.3365150295633256e-05 -2.1824539641562986e-05 3.2712937131178012e-05 -6.501713489544474e-05 2.2778639934741233e-05 -2.6258292620339393e-06 1.0746398424186867e-05 7.9139010865281366e-07 8.8072981252480535e-05
leaf_weight=25 21 23 23 20 20 50 26 20 35 34 28 27 23 26 23 23 21 27 21 33 21 23 37 31 27 41 1191 35 1146 20
leaf_count=25 21 23 23 20 20 50 26 20 35 34 28 27 23 26 23 23 21 27 21 33 21 23 37 31 27 41 1191 35 1146 20
internal_value=0 6.58918e-06 -4.97257e-07 -5.71266e-06 -2.28093e-07 -3.42768e-06 -9.44632e-06 1.32741e-05 -3.7067e-07 1.01307e-07 -3.97824e-07 7.01454e-06 3.07637e-05 5.39099e-08 -3.6696e-07 -6.8167e-06 4.46777e-06 -2.99688e-07 -2.55365e-08 -4.32535e-06 -1.69412e-05 -2.59594e-07 -5.15169e-08 -2.76025e-07 4.40452e-08 -3.67636e-07 3.49806e-07 -3.46346e-08 2.53498e-06 3.88652e-05
internal_weight=0 219 2902 196 176 151 111 40 85 2881 2687 194 46 2653 148 121 98 2625 2598 77 44 2577 2554 2528 2491 2460 2433 2392 1201 55
internal_count=3121 219 2902 196 176 151 111 40 85 2881 2687 194 46 2653 148 121 98 2625 2598 77 44 2577 2554 2528 2491 2460 2433 2392 1201 55
is_linear=0
shrinkage=0.1


Tree=4409
num_leaves=31
num_cat=0
split_feature=393 132 394 129 1182 1186 471 1420 155 1185 129 129 3 159 3 42 42 13 15 13 52 42 42 52 4 1209 3 0 1209 2
split_gain=9.83568e-07 7.36248e-06 1.09289e-06 1.34753e-06 1.8431e-06 1.52943e-06 1.4281e-06 1.43206e-06 2.25668e-06 1.38433e-06 2.2191e-06 6.06871e-06 3.84205e-06 8.08642e-06 7.80804e-06 2.74849e-06 2.05037e-06 3.19528e-06 6.18787e-06 9.35148e-06 3.48001e-06 2.6944e-06 2.82339e-06 5.87164e-06 6.43584e-06 5.58326e-06 1.45563e-05 3.297e-06 2.14691e-06 1.97196e-06
threshold=0.10856500000000001 -0.083174999999999985 -0.15150999999999998 0.11266500000000002 0.086460000000000009 -0.087469999999999978 0.10693500000000002 0.056520000000000008 0.14721000000000004 0.090595000000000009 0.085395000000000013 0.080675000000000011 -0.095524999999999985 0.082105000000000025 -0.092174999999999993 -0.11051499999999999 -0.14723999999999998 0.24813000000000004 -0.56020999999999987 0.23074000000000003 0.029970000000000007 -0.09693499999999998 -0.088934999999999986 0.084735000000000019 -0.083854999999999985 -0.087714999999999987 -0.081644999999999981 -0.081094999999999987 -0.074484999999999982 0.094565000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 7 8 9 10 11 16 13 -12 -14 -16 -7 18 -18 21 -19 -20 23 24 -23 26 -24 -25 -27 -17
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 12 -13 14 -15 15 29 17 20 19 -21 -22 22 25 27 -26 28 -28 -29 -30 -31
leaf_value=-1.8335690186755858e-05 -3.4764972297125497e-05 4.1698579736796952e-05 2.1732685168274203e-05 2.2201903397621616e-05 -2.7277411973045674e-05 3.0530700626383936e-05 2.6383393760625039e-05 -2.7096625453850725e-05 3.3229052260139721e-05 -2.6695570186348052e-05 7.2347258719673849e-05 -5.588382155110594e-05 -5.411195365273411e-05 -1.108436786342368e-05 3.8864904507230182e-05 -1.1169393497373841e-05 4.6393119237109208e-05 -4.0075914825890858e-06 2.7687241692868106e-05 -6.1734706219795048e-05 -5.8229435089742772e-05 -8.5529257521557166e-05 9.3274521614975214e-05 -1.8949554790500166e-05 -1.1256579195365445e-05 -2.9232401636993297e-05 -1.9338081953416503e-05 3.3467055622319701e-05 -3.3826600092942635e-07 2.0895594458552833e-05
leaf_weight=33 20 34 32 27 25 21 20 20 20 20 26 20 21 21 29 44 28 29 34 25 20 20 22 24 28 26 24 24 2350 34
leaf_count=33 20 34 32 27 25 21 20 20 20 20 26 20 21 21 29 44 28 29 34 25 20 20 22 24 28 26 24 24 2350 34
internal_value=0 1.33787e-05 -2.35556e-07 -3.86862e-08 -2.38386e-07 -1.17002e-08 -2.47572e-07 -4.29353e-07 -2.46073e-07 -4.77734e-07 -2.95032e-07 -1.00361e-06 1.06171e-05 3.50693e-05 1.6385e-06 1.25802e-05 -5.9329e-07 -8.39561e-07 -3.6368e-07 -8.71709e-07 -2.6139e-05 -2.7548e-07 -6.53055e-07 -1.74724e-05 -4.22035e-05 1.36077e-08 3.45201e-05 7.25875e-06 -6.54448e-07 2.80765e-06
internal_weight=0 54 3067 3034 3007 2982 2950 2930 2910 2890 2870 2695 175 47 128 107 2675 2654 2605 2577 49 2552 2518 96 48 2422 46 48 2376 78
internal_count=3121 54 3067 3034 3007 2982 2950 2930 2910 2890 2870 2695 175 47 128 107 2675 2654 2605 2577 49 2552 2518 96 48 2422 46 48 2376 78
is_linear=0
shrinkage=0.1


Tree=4410
num_leaves=31
num_cat=0
split_feature=130 1 132 50 1185 1203 132 51 51 403 51 51 3 51 43 4 2 52 43 13 12 3 16 472 475 13 10 4 34 9
split_gain=9.7276e-07 2.4593e-06 9.85321e-07 2.92913e-05 1.43466e-05 7.09174e-06 1.17309e-06 1.11597e-06 4.36603e-06 4.29694e-06 8.85466e-06 2.86609e-06 6.05166e-06 3.25524e-06 1.65238e-05 2.43717e-06 4.51633e-06 9.10048e-06 4.0506e-06 2.85799e-06 3.24154e-06 3.46351e-06 4.44373e-06 2.29271e-06 2.43715e-06 2.06113e-06 2.62708e-06 1.91499e-05 3.22802e-06 3.32368e-06
threshold=-0.23123999999999997 0.16540500000000002 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.050879999999999988 0.094075000000000006 0.090560000000000015 -0.0031149999999999997 0.096505000000000021 0.087505000000000013 -0.082039999999999988 0.078435000000000019 -0.0047449999999999992 0.033845000000000007 0.11144000000000001 -0.075329999999999994 -0.04652499999999999 0.086705000000000018 0.094835000000000017 -0.077774999999999983 -0.069894999999999985 -0.38234499999999999 0.093020000000000005 -0.15714499999999998 -0.0091199999999999979 0.053180000000000012 -0.057544999999999992 0.092890000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -6 8 11 -9 -11 13 -13 23 -15 16 19 -18 -17 20 21 -12 -23 -8 25 -25 27 -27 -28 -30
right_child=1 -3 4 -5 6 -7 7 9 -10 10 15 12 -14 14 -16 18 17 -19 -20 -21 -22 22 -24 24 -26 26 28 -29 29 -31
leaf_value=2.0489568261995294e-05 9.8653149325400591e-07 -3.0200658147805371e-05 -8.0822673639473081e-05 0.00011883892165358355 2.1387574794901485e-05 -6.1871359562246653e-05 -3.3819926575233697e-05 -3.3313721440628379e-05 -3.4758283534240426e-05 6.8661217228855494e-05 1.3215870779775639e-05 -1.5138958695553646e-05 5.5515920501892218e-05 2.2077442490783519e-05 -9.6073900876945118e-05 1.3061180725344458e-05 7.7520348500684125e-05 2.2706285118248264e-06 -5.0583145189193601e-05 -3.5719388229370541e-05 3.9066740114115171e-05 -5.4669565250388476e-05 3.753889941435773e-06 1.202221032255818e-05 3.0628114137261246e-05 -7.3057544219569964e-05 2.9002846940784369e-05 3.3878489618170236e-05 -1.2013927390395205e-06 3.8784798224306931e-05
leaf_weight=23 175 27 22 21 26 20 20 26 37 23 62 22 27 29 20 20 25 45 20 21 22 23 30 131 26 34 37 33 2053 21
leaf_count=23 175 27 22 21 26 20 20 26 37 23 62 22 27 29 20 20 25 45 20 21 22 23 30 131 26 34 37 33 2053 21
internal_value=0 -1.52117e-07 1.12067e-07 6.62423e-06 -3.80622e-07 -5.46043e-06 2.44061e-07 4.82178e-08 -6.63218e-07 5.63647e-06 9.11656e-06 -1.48943e-07 2.37933e-05 -6.36951e-07 -2.61476e-05 4.00638e-06 8.00065e-06 2.91455e-05 -1.8761e-05 -1.36733e-06 3.89831e-06 -2.82956e-06 -2.15997e-05 -1.06156e-07 1.82613e-07 -1.60212e-07 -8.92947e-07 -2.03876e-05 -2.74218e-07 -7.96518e-07
internal_weight=0 3098 3071 216 2855 195 2833 2807 2490 317 291 2453 49 2404 49 268 228 70 40 158 137 115 53 2355 2335 2309 2178 67 2111 2074
internal_count=3121 3098 3071 216 2855 195 2833 2807 2490 317 291 2453 49 2404 49 268 228 70 40 158 137 115 53 2355 2335 2309 2178 67 2111 2074
is_linear=0
shrinkage=0.1


Tree=4411
num_leaves=31
num_cat=0
split_feature=132 1185 1203 52 13 132 16 133 3 44 46 1426 42 47 0 0 0 47 9 9 1 40 12 12 12 0 1210 15 12 3
split_gain=1.0758e-06 8.53443e-06 3.21206e-06 1.05765e-06 1.15367e-06 1.12721e-06 1.73852e-06 1.22959e-06 1.01268e-06 9.83547e-07 4.22475e-06 1.42692e-06 3.81551e-06 1.49702e-06 8.64021e-06 2.73097e-05 1.05157e-05 6.75534e-06 2.15404e-06 7.67001e-06 3.79062e-06 1.9462e-06 2.45725e-06 1.67348e-06 9.72991e-06 1.85874e-05 8.72039e-06 4.17219e-06 4.14763e-06 3.86287e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10347000000000002 0.056795000000000005 -0.40070499999999992 -0.080344999999999986 -0.015164999999999998 -0.084964999999999985 0.084760000000000016 0.10253500000000002 -0.061919999999999996 0.084435000000000024 0.092165000000000011 -0.10224499999999999 -0.11991499999999998 -0.095504999999999993 0.088915000000000008 0.092235000000000011 0.086220000000000005 0.13075500000000004 -0.041534999999999996 0.08401500000000002 0.085355000000000014 0.085635000000000003 -0.086234999999999992 -0.087109999999999979 -0.12563999999999997 0.085955000000000018 -0.14186499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -7 11 -11 12 -3 17 15 -15 -16 18 19 23 -20 -18 -23 26 25 -25 -13 29 -29 -26
right_child=1 9 -4 -5 -6 6 -8 -9 -10 10 -12 13 -14 14 16 -17 21 -19 20 -21 -22 22 -24 24 27 -27 -28 28 -30 -31
leaf_value=-2.1340687621537098e-05 6.4032059370739647e-05 -3.7494935928738086e-05 -3.8371078796574567e-05 -2.0502476642529172e-05 2.16264890775125e-05 -3.4505012782964124e-06 2.0739501849889437e-05 1.2008907520584427e-05 -3.0462270866416435e-05 4.9347911844961341e-05 -1.0828611103923843e-05 -6.6694596638886404e-05 1.7031460759296484e-05 2.1515598831992634e-06 7.2696971365076031e-05 -0.00013259780645880493 2.5674135413282785e-05 5.0640331297742071e-05 -5.3819178210687825e-05 6.2426410331681842e-05 4.0879968974667674e-06 -3.2692761699088865e-05 -1.3376379733257241e-06 -1.7123196957982145e-05 -4.5574742216558669e-07 0.00011921229392100942 -1.5495409200528476e-06 -3.8041842110812598e-05 8.5124213933564387e-07 5.9635374687470335e-05
leaf_weight=26 21 33 28 27 23 35 34 26 23 20 28 21 21 53 20 21 20 27 20 20 26 31 129 20 20 20 955 28 1322 23
leaf_count=26 21 33 28 27 23 35 34 26 23 20 28 21 21 53 20 21 20 27 20 20 26 31 129 20 20 20 955 28 1322 23
internal_value=0 5.13764e-07 -6.70915e-06 -2.13938e-06 8.29499e-07 -2.49224e-06 1.6608e-06 -6.06153e-06 -1.41621e-05 5.02882e-08 1.42449e-05 -1.90469e-07 -1.62902e-05 1.22711e-07 -6.89464e-06 -3.60881e-05 3.90696e-06 8.91197e-07 3.48479e-07 7.54459e-07 -2.1089e-05 -3.73638e-06 -7.41269e-06 2.42446e-07 2.41762e-06 5.10445e-05 -2.95123e-06 1.0213e-06 4.45708e-08 3.1686e-05
internal_weight=0 2899 222 194 167 144 118 84 58 2878 48 2830 54 2776 274 74 200 2502 2475 2429 46 180 160 2409 1433 40 976 1393 1350 43
internal_count=3121 2899 222 194 167 144 118 84 58 2878 48 2830 54 2776 274 74 200 2502 2475 2429 46 180 160 2409 1433 40 976 1393 1350 43
is_linear=0
shrinkage=0.1


Tree=4412
num_leaves=31
num_cat=0
split_feature=34 34 97 33 39 44 473 132 1203 1185 50 12 12 12 160 1213 1213 12 3 52 12 13 2 2 3 3 3 12 1456 47
split_gain=9.93678e-07 1.90061e-06 6.24846e-06 4.66963e-06 1.93622e-06 1.04578e-06 3.42014e-06 1.08341e-06 2.74689e-05 1.35083e-05 5.2941e-06 1.03488e-06 9.19986e-06 6.82211e-06 1.58798e-05 4.57351e-06 9.20297e-06 6.19826e-06 9.19943e-06 5.65664e-06 1.14773e-05 1.33004e-05 5.27475e-06 1.25733e-05 7.52595e-06 2.7202e-05 2.13612e-05 1.33177e-05 1.22586e-05 1.19256e-05
threshold=-0.112215 -0.057544999999999992 -0.079444999999999988 -1.0000000180025095e-35 0.089790000000000023 0.099360000000000018 1.0000000180025095e-35 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.097510000000000013 0.085355000000000014 0.085250000000000006 0.085635000000000003 -1.0000000180025095e-35 -0.087049999999999975 -0.10156 0.08493500000000001 -0.082794999999999994 0.081010000000000013 0.079890000000000017 -0.088589999999999988 0.10584500000000001 0.10774000000000002 -0.086424999999999988 -0.087429999999999994 -0.085784999999999986 0.083645000000000011 0.085790000000000019 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 7 8 10 -9 -5 12 15 14 -13 16 -11 19 -19 22 -21 -22 24 -24 25 27 -26 -17 29 -28
right_child=1 3 -4 5 -6 -7 -8 9 -10 11 -12 13 -14 -15 -16 17 -18 18 -20 20 21 -23 23 -25 26 -27 28 -29 -30 -31
leaf_value=-1.7814526815909045e-05 1.2936583626859439e-05 -4.8371820739703259e-05 5.6723126213910294e-05 6.1078471253752008e-07 -2.6706934535137737e-05 -1.8162583241533984e-05 2.9718283883248197e-05 -7.8678143208063295e-05 0.00011541146561198514 -8.4629717150619402e-06 -5.3667678262172561e-05 -2.1322074549278202e-05 -6.9623576948742993e-05 5.124152123283524e-07 0.00010025039618168113 -5.8237972552888102e-06 7.3454655648674816e-05 -8.9407194487876046e-05 4.3012318366725758e-06 1.5577488463785804e-06 -0.00010980968660684692 -1.5645363228031786e-05 -8.2449265825007822e-05 -2.0075534954545361e-06 0.00010220216640003924 -8.6463650238459067e-05 2.2829825982443461e-05 8.3273481504875238e-05 -5.4897065638215281e-05 -4.0162094613633063e-05
leaf_weight=31 28 20 25 177 22 31 39 22 21 32 20 21 20 1593 22 62 24 20 22 119 24 40 21 260 27 35 259 23 27 34
leaf_count=31 28 20 25 177 22 31 39 22 21 32 20 21 20 1593 22 62 24 20 22 119 24 40 21 260 27 35 259 23 27 34
internal_value=0 1.78725e-07 1.59033e-05 -2.12435e-07 -4.50656e-06 1.09164e-07 3.00265e-07 -9.19751e-08 6.68989e-06 -6.38132e-07 -4.89972e-06 1.30198e-09 -2.45045e-06 1.57336e-06 4.08778e-05 -1.14485e-06 2.66446e-05 -2.74425e-06 -4.03218e-05 -1.04902e-06 -1.68081e-05 -5.0957e-05 2.80647e-06 -8.01921e-06 9.32042e-06 -1.22668e-05 1.67857e-05 1.82849e-05 9.57873e-06 1.55202e-05
internal_weight=0 3090 75 3015 50 2995 2964 2925 218 2707 197 2685 1049 1636 43 1029 56 973 42 931 183 64 748 281 467 120 347 85 320 293
internal_count=3121 3090 75 3015 50 2995 2964 2925 218 2707 197 2685 1049 1636 43 1029 56 973 42 931 183 64 748 281 467 120 347 85 320 293
is_linear=0
shrinkage=0.1


Tree=4413
num_leaves=31
num_cat=0
split_feature=393 46 44 1428 473 156 133 403 16 42 133 12 12 160 403 1213 52 156 4 4 4 484 484 1453 158 403 1455 2 2 2
split_gain=1.11516e-06 1.0968e-06 3.40739e-06 1.42459e-06 2.09589e-06 1.13767e-06 1.0006e-06 4.77014e-06 3.51811e-06 5.38078e-06 3.1336e-06 1.02956e-06 8.05407e-06 4.79477e-06 3.41248e-06 4.1414e-06 4.81878e-06 3.15861e-06 3.92745e-06 3.86274e-06 6.28595e-06 3.73876e-06 8.80265e-06 3.23607e-06 5.23205e-06 3.13756e-06 2.60787e-06 3.08444e-06 1.79867e-05 5.88216e-06
threshold=0.12679500000000002 0.084955000000000017 0.10049500000000001 -0.071779999999999997 -0.072684999999999986 0.17654500000000004 0.51114000000000004 -0.44023999999999991 -0.056919999999999991 0.11839500000000001 0.5012700000000001 0.091715000000000005 0.091475000000000015 -0.53379499999999991 -0.5335399999999999 0.10336000000000002 0.08257500000000001 -0.087794999999999998 -0.50427999999999995 -0.080744999999999997 -0.083249999999999977 0.10126500000000001 0.068975000000000009 -0.051044999999999993 0.11533 -0.53762499999999991 0.091870000000000021 0.093840000000000021 0.095545000000000005 0.092480000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 10 -8 9 -9 11 12 14 -13 -6 -16 -17 -15 -19 20 -20 22 23 -21 25 -25 27 29 -29 -27
right_child=-2 2 -4 4 5 -7 7 8 -10 -11 -12 13 -14 17 15 16 -18 18 19 21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-2.1405317511380417e-05 1.9518299832897953e-05 4.6261014922492905e-05 -8.1971415113457624e-06 3.2070253128040348e-05 2.8618300618687407e-05 -2.2564647683200589e-05 -4.5933883423761779e-05 -3.9711966227124711e-05 3.8991753372101811e-05 2.6375200898407709e-05 3.8586535949781096e-05 4.7793793858189656e-05 -5.5656756443635531e-05 3.9771299920435664e-05 -5.0900319670220065e-07 6.8166162929542007e-06 -5.6082523986270683e-05 -4.2190957503321233e-05 6.4247704260672772e-06 2.9769662160106239e-05 6.1243963864399126e-05 -3.732479874055831e-05 6.3664714114219397e-05 -3.7181343065147608e-05 -4.8655850536306391e-05 -2.0039078327058368e-06 -3.5575382962633743e-05 8.9317324047442524e-05 1.5212854032333857e-07 -5.642864228072788e-05
leaf_weight=32 29 20 27 20 39 23 27 28 20 22 21 23 27 21 1901 21 29 21 107 30 26 28 21 24 25 204 20 25 238 22
leaf_count=32 29 20 27 20 39 23 27 28 20 22 21 23 27 21 1901 21 29 21 107 30 26 28 21 24 25 204 20 25 238 22
internal_value=0 -1.83062e-07 1.49765e-05 -4.17052e-07 -1.94144e-07 -4.09743e-07 -2.38173e-07 -1.02274e-05 3.54506e-06 -1.06336e-05 9.90908e-08 -1.84302e-07 -1.40678e-06 2.76868e-06 -6.70726e-07 -1.25621e-06 -2.96649e-05 1.49334e-06 4.7711e-07 1.64078e-06 1.71413e-05 -1.59559e-06 4.71348e-08 -2.22492e-06 -3.94506e-06 -1.84793e-06 -1.81916e-07 1.26567e-06 8.62791e-06 -7.30189e-06
internal_weight=0 3092 47 3045 3013 2993 2970 97 70 50 2873 2852 2017 835 1990 1951 50 812 791 770 133 637 609 588 558 533 509 489 263 226
internal_count=3121 3092 47 3045 3013 2993 2970 97 70 50 2873 2852 2017 835 1990 1951 50 812 791 770 133 637 609 588 558 533 509 489 263 226
is_linear=0
shrinkage=0.1


Tree=4414
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1213 1212 2 1211 402 12 1210 133 43 1210 1 4 403 1210 3 43 12 0 43 43 15 1213 16 1209 1210 13 160
split_gain=1.1308e-06 8.6337e-06 4.23089e-06 1.10056e-06 1.39458e-06 5.45458e-06 2.61116e-06 1.29452e-06 2.85671e-06 2.41107e-06 1.2898e-06 1.31094e-06 5.66474e-06 5.22336e-06 1.00423e-05 4.61646e-06 3.28202e-06 1.72588e-05 2.55578e-06 5.13319e-06 9.13904e-06 2.48487e-06 2.33194e-06 5.98561e-06 1.74574e-06 8.63544e-06 6.61737e-06 2.95461e-06 2.29918e-06 6.38536e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.51370000000000016 0.11796000000000001 0.091055000000000011 0.10904000000000001 -0.45015499999999992 0.096210000000000004 0.24726500000000004 -0.50375999999999987 0.0034250000000000005 -0.061049999999999993 0.089105000000000018 -0.025314999999999994 -0.014954999999999998 -0.13847499999999999 -0.082879999999999995 0.093175000000000022 0.090840000000000018 -0.083804999999999977 0.13895500000000002 0.27194500000000005 0.090750000000000011 -0.090764999999999985 -0.092484999999999984 -0.084629999999999997 -0.081594999999999987 -0.088319999999999996 0.081905000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 8 -3 10 -9 16 -13 15 -15 -14 17 -12 19 20 -17 -20 23 -23 25 -18 -26 -28 29 -29
right_child=1 3 -4 -5 5 -7 -8 9 -10 -11 11 12 13 14 -16 18 24 -19 21 -21 -22 22 -24 -25 26 -27 27 28 -30 -31
leaf_value=-1.6338349365169146e-06 6.4413389745390131e-05 5.165125653897681e-06 -4.3216535453081763e-05 2.3437011659552812e-05 -4.2871583396349293e-05 1.6044401474365109e-05 3.3071336808158473e-05 1.7992614026204536e-05 -4.5105045164746118e-05 3.1137434532865883e-05 -3.1162347178906206e-05 -5.5378888414865787e-05 -2.8992614100007495e-05 -8.3299734112751182e-05 -3.9045403003580185e-06 5.0796289548904092e-05 -7.0034337620871243e-05 8.8868341687054427e-05 -2.9863162899346209e-05 6.8337170900382015e-05 -2.7929415688655962e-05 5.864970689008656e-05 -1.679576671043443e-05 -1.6151662057382057e-05 4.9744121443600981e-05 1.4127962197238665e-06 -3.7396512024792003e-05 1.4408441570300791e-05 -1.0498884391383063e-06 -2.4909805219930587e-05
leaf_weight=194 21 26 28 20 33 30 24 39 20 25 25 22 31 21 66 29 21 23 20 21 30 23 21 20 27 87 21 263 1841 49
leaf_count=194 21 26 28 20 33 30 24 39 20 25 25 22 31 21 66 29 21 23 20 21 30 23 21 20 27 87 21 263 1841 49
internal_value=0 5.26745e-07 -6.8785e-06 6.05812e-08 -1.03005e-07 -1.48164e-05 2.28638e-07 -5.58172e-08 -1.66915e-05 2.25005e-07 -6.12213e-08 -3.25821e-07 -6.50617e-06 -2.6934e-06 -2.30689e-05 6.39721e-06 4.71305e-07 2.63524e-05 1.30867e-05 2.58786e-05 1.07663e-05 9.03996e-07 1.05187e-05 2.38584e-05 -6.67164e-08 -1.24797e-05 5.42371e-07 -6.86898e-08 2.95399e-07 8.23346e-06
internal_weight=0 2899 222 2878 2858 63 2795 2771 46 2725 2700 2661 304 282 87 195 2357 48 164 80 59 84 64 43 2309 108 2201 2174 2153 312
internal_count=3121 2899 222 2878 2858 63 2795 2771 46 2725 2700 2661 304 282 87 195 2357 48 164 80 59 84 64 43 2309 108 2201 2174 2153 312
is_linear=0
shrinkage=0.1


Tree=4415
num_leaves=31
num_cat=0
split_feature=46 46 1456 4 1456 159 481 43 481 1453 1453 159 484 159 1453 12 1455 2 0 2 43 393 1455 1456 403 130 16 402 2 1213
split_gain=1.0305e-06 1.44335e-06 1.47651e-06 3.49556e-06 1.89955e-06 1.29044e-06 1.73977e-06 8.58639e-06 4.33167e-06 1.65937e-06 1.6279e-06 3.06394e-06 2.93054e-06 1.55027e-06 1.39877e-06 4.66145e-06 2.15212e-06 1.94651e-06 9.09948e-06 4.55689e-06 5.95322e-06 4.33284e-06 3.42128e-06 6.31063e-06 3.2682e-06 4.4364e-06 3.44693e-06 1.93289e-05 7.7837e-06 1.62972e-05
threshold=0.10987500000000001 0.083550000000000013 0.11510000000000002 0.022185000000000003 0.10795500000000001 0.14765500000000001 -0.087424999999999989 -0.077604999999999993 -0.085629999999999984 -0.087504999999999986 -0.079219999999999985 0.12895000000000004 -0.014934999999999999 0.0089800000000000019 -0.013154999999999998 0.089150000000000021 -0.24112999999999998 0.08622500000000001 -0.15599999999999997 0.086590000000000014 -0.0098449999999999979 0.10992000000000002 -0.08045999999999999 -0.0077899999999999992 -0.5335399999999999 0.089120000000000019 -0.088159999999999988 -0.085859999999999978 0.084715000000000013 -0.090764999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 13 -8 -10 12 14 -11 -1 15 -12 -16 18 -18 20 -19 22 -20 -24 -25 26 27 -26 29 -29
right_child=-2 -3 3 -5 -6 -7 8 -9 9 10 11 -13 -14 -15 16 -17 17 19 21 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=3.1532443112651398e-05 2.1566292835731558e-05 -2.2754509076808712e-05 4.3969944462673995e-05 -1.2636231449505431e-05 -3.0182558735499958e-05 1.997218449787397e-05 3.6184988009539889e-05 -5.7533230925589035e-05 -2.8259947568932107e-05 4.5826522598092979e-05 -5.3419140076584885e-05 -2.8537911174154084e-05 -7.6595971404458406e-06 -6.9358133077912497e-06 2.8432809469652259e-05 1.1352003937645351e-05 7.0212595082921333e-05 6.4474417422388806e-06 -3.978627828473691e-05 -1.2240586764910888e-06 -6.7424847414561859e-05 4.6021090450019326e-05 5.3759551361587881e-05 3.0332068581628847e-05 0.0001043992894847179 -4.281156516299234e-05 -3.656076328086976e-06 -8.5830005462577734e-05 4.4947219727251464e-05 4.2611266035632784e-06
leaf_weight=22 22 28 24 20 21 32 33 29 21 21 20 38 20 20 27 25 20 20 20 1595 24 22 23 36 20 24 604 22 38 230
leaf_count=22 22 28 24 20 21 32 33 29 21 21 20 38 20 20 27 25 20 20 20 1595 24 22 23 36 20 24 604 22 38 230
internal_value=0 -1.53102e-07 5.29671e-08 1.82399e-05 -2.11395e-07 -2.01537e-09 -2.16936e-07 -1.56826e-05 1.61315e-07 -2.52894e-07 -4.6454e-08 -3.35297e-07 1.97357e-05 1.32142e-05 5.15986e-08 -1.74352e-05 3.40371e-07 5.92383e-08 3.4008e-06 -2.09983e-06 -3.38465e-05 2.11472e-06 1.16493e-06 1.98641e-06 7.63846e-07 -3.70969e-07 7.43445e-07 9.31542e-06 2.75791e-06 -3.60397e-06
internal_weight=0 3099 3071 44 3027 3006 2974 71 2903 2870 2849 2808 41 42 2770 45 2725 2698 1059 1639 44 1039 1017 997 974 938 914 310 290 252
internal_count=3121 3099 3071 44 3027 3006 2974 71 2903 2870 2849 2808 41 42 2770 45 2725 2698 1059 1639 44 1039 1017 997 974 938 914 310 290 252
is_linear=0
shrinkage=0.1


Tree=4416
num_leaves=31
num_cat=0
split_feature=1213 1211 1211 10 0 16 9 2 42 12 52 52 15 1208 1208 402 401 52 1210 42 1210 1456 1456 153 376 47 45 13 13 13
split_gain=1.03339e-06 1.35211e-06 2.26341e-06 9.55131e-07 9.959e-06 2.6982e-06 2.40968e-06 1.36012e-06 9.78425e-07 3.26526e-06 3.94319e-06 9.57714e-06 3.58727e-06 1.95404e-06 2.67032e-06 3.32586e-06 2.19758e-06 1.02544e-05 2.39243e-06 1.79732e-06 1.8345e-06 1.86013e-06 3.68033e-06 2.59606e-06 1.80452e-06 1.81044e-06 2.06986e-06 2.09373e-06 1.0974e-05 6.77844e-06
threshold=0.51370000000000016 0.12162000000000002 0.11301500000000002 0.053330000000000009 -0.079829999999999998 -0.008069999999999999 0.08925000000000001 -0.033169999999999991 0.12074000000000001 0.10388500000000002 0.12445000000000002 -1.0000000180025095e-35 -0.028889999999999996 0.11332500000000002 0.10233500000000001 0.23460000000000003 -1.0000000180025095e-35 0.10263500000000002 0.014175000000000002 0.11747 -0.094799999999999982 0.11510000000000002 0.15426000000000004 0.082840000000000011 -0.098069999999999977 0.13206500000000002 0.094030000000000016 -0.0097949999999999982 -0.0090849999999999976 -0.01163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 -1 13 12 11 -11 -10 14 15 16 17 -9 19 20 -18 23 -23 24 -22 26 27 29 -29 -26
right_child=-2 -3 -4 4 5 -7 -8 8 9 10 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.9774169777520002e-05 2.2657978897768773e-05 -2.0595443376691947e-05 3.2784680591984872e-05 -6.6095347005023575e-05 -5.0772233741724904e-06 4.1744670429579859e-05 2.6994767311848455e-05 1.84901418708313e-05 -3.8453990782727487e-06 2.7486097987212305e-05 3.260517499256821e-05 -6.0326547497458744e-05 5.1205719369293025e-05 -3.0710841556789264e-05 3.4609291949230037e-05 -3.3482861714825657e-05 2.5758073271780244e-05 -7.2047718342880469e-05 2.8470635522050241e-05 -2.9792973546136636e-05 -2.6727730182756205e-05 5.1753207080764704e-05 -8.9125139857060274e-06 -3.2378983771195638e-05 -8.9815475227497571e-07 2.0859448830465444e-05 -3.061480185186321e-05 6.9295935718400868e-05 2.1270216235189135e-06 -3.9481578216069429e-05
leaf_weight=35 20 32 21 23 32 20 33 29 20 23 20 27 29 21 22 30 28 22 30 20 25 20 20 25 1459 42 22 25 899 47
leaf_count=35 20 32 21 23 32 20 33 29 20 23 20 27 29 21 22 30 28 22 30 20 25 20 20 25 1459 42 22 25 899 47
internal_value=0 -1.46141e-07 6.70807e-08 -1.58336e-07 -1.13036e-05 1.29312e-05 1.22826e-07 -1.78797e-07 5.72915e-08 8.93718e-06 -4.9219e-06 -1.99327e-05 2.87359e-05 -3.22e-07 -9.11991e-08 -3.69511e-07 -3.3483e-09 -2.05654e-05 3.9059e-07 7.05291e-08 2.99193e-07 2.33228e-08 2.14203e-05 -3.13108e-07 5.13173e-09 2.73103e-07 -7.95174e-08 1.96934e-07 3.94436e-06 -2.10229e-06
internal_weight=0 3101 3069 3048 75 52 2973 2940 2905 119 70 50 49 2786 2765 2743 2713 51 2662 2632 2612 2584 40 2544 2519 2494 2452 2430 924 1506
internal_count=3121 3101 3069 3048 75 52 2973 2940 2905 119 70 50 49 2786 2765 2743 2713 51 2662 2632 2612 2584 40 2544 2519 2494 2452 2430 924 1506
is_linear=0
shrinkage=0.1


Tree=4417
num_leaves=31
num_cat=0
split_feature=45 45 1429 16 12 472 475 0 475 475 1375 3 484 1375 3 376 3 120 150 147 49 130 1 43 9 123 4 3 47 2
split_gain=1.00771e-06 1.77012e-06 1.61485e-06 2.28467e-06 1.75439e-05 4.94037e-06 1.62875e-06 1.95093e-06 1.703e-06 5.76509e-06 5.34566e-06 1.46365e-05 3.95703e-06 3.55457e-06 3.09882e-06 1.57813e-06 2.34292e-06 2.28397e-06 2.44883e-06 2.59417e-06 7.4355e-06 2.08052e-06 2.4659e-06 4.09487e-06 2.01817e-06 2.93767e-06 3.67669e-06 3.16384e-06 7.44599e-06 1.40528e-05
threshold=0.10331000000000001 0.083445000000000005 -0.23587499999999997 0.63636000000000015 0.090695000000000012 -0.15279499999999999 -0.10664 -0.065229999999999996 -0.086304999999999979 -0.085774999999999976 -0.15308499999999997 0.092670000000000016 0.085655000000000023 -0.090674999999999992 -0.084524999999999975 0.087010000000000018 -0.014944999999999998 1.0000000180025095e-35 0.12706500000000001 0.093875000000000014 -0.045154999999999994 -0.22461999999999996 0.13820500000000002 -0.050459999999999998 -0.08619499999999998 0.08592000000000001 0.071150000000000005 -0.013929999999999998 0.092165000000000011 0.081135000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 -7 12 -10 11 -11 14 -12 -8 17 -17 18 19 21 -21 -15 24 -24 -23 27 -27 -26 29 -29
right_child=-2 -3 3 4 -6 6 8 -9 9 10 13 -13 -14 15 -16 16 -18 -19 -20 20 -22 22 23 -25 25 26 -28 28 -30 -31
leaf_value=2.7650504420134461e-05 1.7654510634201871e-05 -2.9116985271165118e-05 4.8514833092451141e-05 3.4134107058721211e-05 -8.3371914812839046e-05 4.3152117128060619e-07 -2.6419034138993796e-05 -3.5120243698876382e-05 -5.369739825255238e-05 7.3890454069669437e-05 -3.9563241886713988e-05 -3.5160694242222238e-05 5.3184091352704851e-05 3.0549992053155704e-05 2.3531175767638399e-05 -6.3334720678163839e-06 3.14085663089109e-05 -2.9403290641817474e-05 2.6105107850266256e-05 9.1323872531516361e-06 -6.6882905908145903e-05 2.602228495864741e-05 -5.4222636655057697e-05 -4.1099218631441341e-06 -9.1442553596574945e-07 -4.671878204021596e-05 -6.5019376052077868e-07 7.5459501777653984e-05 -2.6019034870545033e-05 7.5019727210351273e-06
leaf_weight=21 32 21 21 27 24 33 23 29 20 32 23 20 20 22 27 29 38 27 35 31 22 30 22 63 2041 30 41 35 49 233
leaf_count=21 32 21 21 27 24 33 23 29 20 32 23 20 20 22 27 29 38 27 35 31 22 30 22 63 2041 30 41 35 49 233
internal_value=0 -1.82893e-07 1.51564e-08 -1.75307e-07 -2.11628e-05 1.81957e-07 -1.59216e-07 -1.61975e-05 1.82142e-07 -1.97259e-07 1.81772e-07 3.19477e-05 1.55912e-05 -4.14341e-07 5.54079e-07 -8.66755e-08 1.50725e-05 -4.65513e-07 -1.71119e-07 -5.22272e-07 -2.24211e-05 -6.99568e-08 -3.34752e-07 -1.70803e-05 2.44089e-07 -7.42917e-08 -2.01158e-05 5.29163e-07 9.82369e-06 1.6377e-05
internal_weight=0 3089 3068 3047 51 2996 2975 62 2913 2843 2823 52 70 2771 50 2748 67 2681 2654 2619 53 2566 2544 85 2459 2429 71 2358 317 268
internal_count=3121 3089 3068 3047 51 2996 2975 62 2913 2843 2823 52 70 2771 50 2748 67 2681 2654 2619 53 2566 2544 85 2459 2429 71 2358 317 268
is_linear=0
shrinkage=0.1


Tree=4418
num_leaves=31
num_cat=0
split_feature=130 40 401 401 402 1210 484 484 484 49 49 483 484 42 0 157 1429 2 52 123 1366 1454 15 1455 1456 482 457 2 151 1447
split_gain=1.12909e-06 2.69084e-06 1.00318e-06 1.83386e-06 2.04537e-06 2.40339e-06 1.0063e-06 9.16847e-06 4.74451e-06 3.82906e-06 5.05247e-06 2.41326e-06 2.76375e-06 3.12894e-06 3.80449e-06 3.20805e-06 4.08448e-06 2.5657e-06 2.18698e-06 1.87192e-06 1.91265e-06 1.70963e-06 3.33473e-06 2.06414e-06 1.92609e-06 1.80023e-06 1.79112e-06 9.55288e-06 1.00865e-05 2.58864e-06
threshold=-0.23647499999999996 -0.23755499999999996 -0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.085790000000000019 0.08660000000000001 0.085435000000000025 0.11236 0.10211000000000002 0.096720000000000014 0.08764000000000001 0.087075000000000014 -0.080689999999999984 -0.078969999999999985 0.087785000000000016 0.097845000000000015 0.10898500000000001 0.11679000000000002 -0.082814999999999986 0.096235000000000015 -0.068899999999999975 -0.092919999999999989 -0.14418499999999998 0.11117500000000001 -0.087299999999999989 0.094835000000000017 -0.0064299999999999991 -0.12995499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 8 -8 19 10 11 12 -9 15 -15 -14 17 -17 -13 20 -6 23 -23 -22 -25 26 27 28 -26 -28
right_child=1 2 3 4 5 -7 7 9 -10 -11 -12 18 13 14 -16 16 -18 -19 -20 -21 21 22 -24 24 25 -27 29 -29 -30 -31
leaf_value=-2.3683938852627762e-05 3.158410095070226e-05 2.2199927898327587e-05 -2.8400013094221283e-05 2.4704051619747504e-05 2.275807005389652e-05 -3.4878213919000705e-05 -6.769396273863426e-05 2.3823993979021909e-05 4.7884095502446321e-05 2.9783246357813672e-05 -4.9763123056238889e-05 -2.2747438561054876e-06 -4.9136393688429423e-05 3.6349604050445595e-05 -1.9671696133049082e-05 -9.4342434131935742e-06 3.0056757109377943e-05 -5.1469246845954326e-05 4.3930311533456138e-05 2.4202355685076782e-05 3.0428843654755675e-05 1.1496312499334833e-05 -3.8106198644527467e-05 -3.1245009186022802e-05 2.591408601801959e-06 2.6087874343479951e-05 3.5073328442757923e-05 2.2896065222864441e-05 -9.6637476434850776e-05 -1.9290200111130197e-07
leaf_weight=20 27 20 23 33 36 20 22 28 21 36 23 20 27 27 22 53 20 20 21 32 22 23 33 20 20 26 21 35 21 2349
leaf_count=20 27 20 23 33 36 20 22 28 21 36 23 20 27 27 22 53 20 20 21 32 22 23 33 20 20 26 21 35 21 2349
internal_value=0 1.52764e-07 -1.23308e-07 -2.69498e-07 -5.60364e-08 -3.28579e-07 -9.65466e-08 -5.40374e-06 5.40157e-07 -7.89653e-07 -5.0066e-06 -6.81394e-07 -5.2752e-06 -1.00964e-05 1.11972e-05 -1.87912e-05 -9.98134e-06 -2.09507e-05 2.13913e-05 1.63272e-07 -1.31912e-07 -4.5255e-07 -1.77337e-05 -6.76071e-08 -3.36837e-07 -8.67713e-08 -3.64997e-07 -1.54763e-05 -4.82331e-05 1.19584e-07
internal_weight=0 3101 3074 3054 3031 2998 2978 319 2659 297 261 238 197 169 49 120 93 73 41 2638 2606 2570 56 2514 2492 2472 2446 76 41 2370
internal_count=3121 3101 3074 3054 3031 2998 2978 319 2659 297 261 238 197 169 49 120 93 73 41 2638 2606 2570 56 2514 2492 2472 2446 76 41 2370
is_linear=0
shrinkage=0.1


Tree=4419
num_leaves=31
num_cat=0
split_feature=12 130 1 13 9 10 40 15 2 9 0 45 3 3 43 15 15 2 157 150 1 3 43 4 51 15 52 160 13 41
split_gain=9.58742e-07 1.92889e-06 9.86777e-07 3.99475e-06 2.8487e-06 3.71909e-06 2.68492e-06 3.45359e-06 2.69979e-06 2.68021e-06 2.62887e-06 1.22449e-06 1.32614e-06 6.34387e-06 3.38026e-06 4.14003e-06 1.03464e-05 1.52722e-05 4.64521e-06 6.631e-06 5.33493e-06 4.32299e-06 7.94077e-06 1.29628e-05 4.0497e-06 3.83868e-06 2.54447e-06 5.17209e-06 2.16329e-06 6.79883e-06
threshold=0.23631000000000002 -0.22461999999999996 0.13686500000000004 0.01128 0.092890000000000014 0.053330000000000009 -0.07632499999999999 -0.43375999999999998 0.15950500000000004 0.087755000000000014 -0.050064999999999991 0.094030000000000016 -0.013929999999999998 -0.011549999999999998 -0.081374999999999989 -0.13843999999999998 -0.10203999999999998 1.0000000180025095e-35 -0.080799999999999983 0.086135000000000017 0.10612500000000001 0.092670000000000016 1.0000000180025095e-35 -0.0065699999999999986 0.089355000000000004 -0.040804999999999994 -0.23375999999999997 -0.011159999999999998 -0.15416999999999995 0.081560000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 5 9 -4 -8 10 11 -9 12 28 -14 -15 -16 -17 -18 -19 21 24 22 23 -20 -21 -22 -23 -28 29 -3
right_child=-2 2 3 -5 -6 -7 7 8 -10 -11 -12 -13 13 14 15 16 17 18 19 20 25 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=2.6762603738461621e-05 -2.0341398403220611e-05 -6.4932769200822809e-05 3.2885681134757762e-05 -4.4466287071145424e-05 3.0986429204252391e-05 -3.1928805209544308e-05 -3.1834293750344423e-05 -3.6321437422373042e-05 3.0770589930600381e-05 3.5184000818265886e-05 1.1902375550002596e-05 -2.0663736307012318e-05 5.5209499108362563e-05 -2.8361135220868826e-05 -1.4536610206050683e-05 6.0501142999985153e-05 -8.0654698049329457e-05 -2.2917425071443035e-05 2.6471345325152277e-05 -6.4621414362807714e-05 4.0004791042991675e-05 -1.3276118514633191e-05 -7.6884982479982896e-06 0.00012849860173446358 -1.7463035783293888e-06 -1.7797190594137646e-05 -1.0131054996573195e-05 4.7767829007878192e-05 -2.454961508818635e-07 1.752223488438176e-05
leaf_weight=27 23 20 20 25 30 36 37 20 27 22 26 28 24 33 88 36 20 38 33 21 27 28 21 20 20 20 27 36 2268 20
leaf_count=27 23 20 20 25 30 36 37 20 27 22 26 28 24 33 88 36 20 38 33 21 27 28 21 20 20 20 27 36 2268 20
internal_value=0 1.51021e-07 -8.29458e-08 -7.85789e-06 3.30332e-07 1.16612e-08 -8.17818e-07 -6.94573e-06 5.66903e-06 4.1512e-07 -9.0645e-06 1.4464e-07 3.52724e-07 5.06631e-06 2.49486e-06 4.83566e-06 9.74852e-06 3.87361e-06 9.68312e-06 1.45796e-05 -7.58853e-06 2.64027e-05 4.43523e-05 6.49722e-05 -3.39506e-05 1.54082e-05 1.18063e-05 2.2954e-05 -6.52078e-07 -2.37053e-05
internal_weight=0 3098 3071 155 2916 2886 130 110 73 2850 46 2828 2800 492 468 435 347 311 291 253 88 165 74 53 41 47 91 63 2308 40
internal_count=3121 3098 3071 155 2916 2886 130 110 73 2850 46 2828 2800 492 468 435 347 311 291 253 88 165 74 53 41 47 91 63 2308 40
is_linear=0
shrinkage=0.1


Tree=4420
num_leaves=31
num_cat=0
split_feature=130 12 46 51 1429 155 16 2 155 132 50 1185 1203 130 133 43 13 4 43 43 0 0 133 156 156 157 131 131 1213 1213
split_gain=1.136e-06 2.55848e-06 1.12133e-06 1.40006e-06 1.2961e-06 1.2601e-06 1.59324e-06 5.80276e-06 5.03793e-06 1.23783e-06 2.80144e-05 1.36968e-05 6.65035e-06 1.3477e-06 1.19088e-06 2.42615e-06 6.05757e-06 3.92592e-06 4.3026e-06 3.33791e-06 4.3502e-06 3.0123e-06 1.91627e-06 1.37572e-06 2.07968e-06 2.93204e-06 1.4079e-06 1.87341e-06 1.52638e-06 1.48876e-05
threshold=-0.23647499999999996 0.23631000000000002 0.084955000000000017 0.086310000000000012 -0.15262499999999998 0.14547000000000002 0.62682500000000008 0.11067500000000001 0.11854500000000001 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.014104999999999998 -0.14032999999999998 -0.011694999999999999 -0.011914999999999999 0.11275500000000001 -0.00067499999999999993 0.066275000000000014 -0.086834999999999982 -0.10011499999999998 -0.11828999999999999 0.11850000000000001 0.10541000000000002 -0.076119999999999979 0.13612500000000002 0.12193000000000001 -0.085284999999999986 -0.087969999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 8 -8 9 10 12 -11 13 -6 15 -13 17 18 -17 -20 21 -21 -16 24 26 -26 27 28 29 -24
right_child=1 -3 3 -5 5 -7 7 -9 -10 11 -12 14 -14 -15 22 16 -18 -19 19 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.375628644585959e-05 -1.9183454653810059e-05 3.413404577010872e-05 3.3615418744209984e-05 -1.6707965899157622e-06 -1.552233608208553e-05 2.2726345478455792e-05 1.013649018484732e-05 -4.8362565131962286e-05 4.6693163063616302e-05 -7.9455700655340811e-05 0.00011968192811764312 3.3139140426404387e-05 -5.9274124516548455e-05 6.2535770043555045e-06 -2.9611652754955806e-05 5.0253820667891094e-05 -3.4543393000300669e-05 -2.4274974509387027e-05 -2.580480545673155e-05 2.3702613860575271e-05 5.0365421797054027e-05 -2.1135270598561279e-05 -6.4106403713330958e-06 -2.1203825951943145e-05 4.5133251507915402e-05 -1.1046838494621625e-06 2.1102358130457136e-05 -3.0801150198386936e-05 -1.5208675497462251e-06 6.9673723646701544e-05
leaf_weight=20 36 22 22 23 36 24 39 30 23 22 20 30 20 135 23 31 36 27 23 31 27 29 131 32 24 32 29 21 2091 32
leaf_count=20 36 22 22 23 36 24 39 30 23 22 20 30 20 135 23 31 36 27 23 31 27 29 131 32 24 32 29 21 2091 32
internal_value=0 1.53221e-07 -8.95776e-08 1.55802e-05 -3.21991e-07 -9.55023e-08 -2.79673e-07 -1.52979e-05 7.70415e-08 -2.94982e-07 7.0786e-06 -8.7747e-07 -4.71232e-06 1.66917e-06 -2.24876e-07 6.58662e-06 2.68184e-06 1.06587e-05 1.73481e-05 8.07467e-06 1.70313e-05 2.03097e-06 -8.84872e-07 -6.08653e-07 -3.29397e-07 1.87116e-05 -7.92198e-07 -1.07129e-06 -7.94307e-07 8.52617e-06
internal_weight=0 3101 3079 45 3034 2998 2974 69 2905 2882 211 2671 191 171 2649 234 204 168 141 110 87 60 2415 2392 2360 56 2304 2275 2254 163
internal_count=3121 3101 3079 45 3034 2998 2974 69 2905 2882 211 2671 191 171 2649 234 204 168 141 110 87 60 2415 2392 2360 56 2304 2275 2254 163
is_linear=0
shrinkage=0.1


Tree=4421
num_leaves=31
num_cat=0
split_feature=12 4 10 16 16 9 33 4 132 1185 1203 15 14 158 157 158 46 52 15 3 12 52 12 52 51 51 1 51 12 51
split_gain=1.06798e-06 1.83825e-06 1.14127e-06 7.54483e-06 9.98604e-06 2.13386e-06 9.35412e-06 1.46022e-06 1.14907e-06 8.61646e-06 2.67875e-06 1.14005e-06 1.13237e-06 5.93355e-06 4.63788e-06 1.40525e-06 1.47331e-06 1.46401e-06 6.8796e-06 6.09701e-06 2.54803e-06 2.16784e-06 1.12414e-05 1.86715e-06 1.63283e-06 8.66636e-06 4.4933e-06 3.22348e-06 1.85174e-05 2.80716e-06
threshold=0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 -0.084119999999999986 0.092235000000000011 -0.012019999999999998 0.41555500000000006 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.23208000000000004 -0.31455999999999995 -0.47382999999999992 -0.076119999999999979 -0.4686749999999999 0.084955000000000017 0.4099850000000001 -0.03241999999999999 -0.073884999999999992 0.089210000000000025 0.31405000000000005 0.090840000000000018 0.2800700000000001 0.10501000000000001 0.12229000000000002 0.10022000000000002 0.093135000000000009 0.088245000000000004 0.091000000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -4 -1 10 -10 -8 12 14 -14 -11 -15 17 21 20 -20 -19 23 -23 24 27 -26 -27 29 -29 -17
right_child=-2 -3 5 -5 -6 -7 8 -9 9 11 -12 -13 13 15 -16 16 -18 18 19 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=9.3582023666762143e-06 -2.1468961589878587e-05 2.56659082814232e-05 6.873667574836872e-05 2.8853331657570158e-05 -8.8828752705012452e-05 -2.3913957251251206e-05 -2.6070163602177695e-06 -2.5764970591808381e-05 6.4480766914563165e-05 5.3304991652112222e-05 -3.5760919971445611e-05 2.3382755621458362e-05 -5.461311782710254e-05 2.3197166044479464e-05 -3.2106172906389716e-06 -2.6333992684726421e-07 2.0204841076260245e-05 3.977658630208767e-05 -7.1789601917351736e-05 -8.9447347315734464e-06 -1.3829728763908553e-06 -2.9089231871434358e-05 7.4380830526587529e-05 -2.8025545664907742e-05 5.6660132744098289e-05 1.7886389874687528e-05 -3.043105073294627e-05 -6.8947710471203776e-05 3.8839429414240716e-05 3.7378793058451266e-05
leaf_weight=29 23 28 20 33 20 36 188 20 21 20 28 21 20 26 53 2103 35 21 26 38 53 21 21 24 31 39 38 37 28 20
leaf_count=29 23 28 20 33 20 36 188 20 21 20 28 21 20 26 53 2103 35 21 26 38 53 21 21 24 31 39 38 37 28 20
internal_value=0 1.59388e-07 -7.32444e-08 -1.04738e-05 -2.92824e-05 2.84187e-07 5.81299e-07 -4.97779e-06 1.13199e-07 6.75467e-07 -6.90474e-06 1.74566e-07 -9.07073e-09 -3.56455e-07 1.22731e-05 6.72595e-08 -1.6997e-07 -4.55218e-07 -1.04668e-05 -3.44755e-05 1.02974e-05 1.2971e-07 2.26458e-05 -2.77909e-07 1.21359e-08 1.20153e-05 -5.95858e-06 -5.80342e-07 -2.25163e-05 9.12727e-08
internal_weight=0 3098 3070 102 69 2968 2932 49 2912 2696 216 2675 2654 2581 73 2561 2535 2500 138 64 74 2362 42 2320 2296 108 77 2188 65 2123
internal_count=3121 3098 3070 102 69 2968 2932 49 2912 2696 216 2675 2654 2581 73 2561 2535 2500 138 64 74 2362 42 2320 2296 108 77 2188 65 2123
is_linear=0
shrinkage=0.1


Tree=4422
num_leaves=31
num_cat=0
split_feature=33 47 47 9 8 47 47 484 484 12 131 1204 1209 1210 1208 1209 47 3 43 457 43 43 52 1371 16 2 128 151 16 133
split_gain=1.13303e-06 1.68232e-06 1.33925e-05 9.99299e-06 1.96155e-05 2.93112e-06 2.48451e-06 2.02011e-06 2.379e-06 2.10731e-06 1.84563e-06 1.96328e-06 1.64255e-06 2.55792e-06 1.78311e-06 3.21742e-06 1.61655e-06 3.30316e-06 1.47833e-06 5.13235e-06 3.83267e-06 6.86915e-06 5.91696e-06 5.10499e-06 4.45741e-06 3.67068e-06 3.90828e-06 3.26984e-06 5.11834e-06 4.39247e-06
threshold=-0.012019999999999998 0.094160000000000008 0.096475000000000019 0.088235000000000022 0.088180000000000022 0.091340000000000018 0.089640000000000011 -0.078424999999999981 -0.051889999999999999 0.086565000000000017 0.13767000000000004 0.053645000000000005 0.14268500000000003 0.15724500000000002 0.10233500000000001 -0.094304999999999986 0.10843500000000002 -0.078084999999999988 -0.088704999999999992 0.085360000000000005 -0.085739999999999997 -0.085474999999999982 -0.016949999999999996 0.083235000000000017 -0.016164999999999995 0.080205000000000012 0.093785000000000021 -0.0071249999999999985 -0.0094449999999999968 0.091935000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 10 9 -9 -4 11 12 13 14 15 -2 17 -10 19 25 22 -22 -20 -23 -24 26 -17 28 -27 -29
right_child=1 2 7 4 -6 -7 -8 8 16 -11 -12 -13 -14 -15 -16 18 -18 -19 20 -21 21 23 24 -25 -26 27 -28 29 -30 -31
leaf_value=-2.0025593065448841e-05 -3.992034442489967e-05 8.4236902018476809e-05 1.1201495838647066e-06 -0.00011883289695279451 3.4175129543915063e-06 3.8391210473491811e-05 -3.3501149275914285e-05 3.508246389477184e-05 -7.1685153958050685e-06 -4.2055747975666691e-05 -2.8602551438697532e-05 2.9570908531161917e-05 2.8775698065146572e-05 -3.0054078836526189e-05 2.3083661592275297e-05 3.8636798797597296e-05 -3.9510111812834271e-06 3.4258709377191296e-05 1.1395999354135711e-05 4.5411793810975119e-05 5.8334132554591633e-05 -2.5342505990519281e-08 -1.7787972261430698e-05 -4.8469331043386117e-05 -8.1125730030180425e-05 2.3409863266958082e-06 -1.366801106996718e-05 9.9988883933196785e-06 -6.1162020839136943e-05 -1.5690322126534313e-05
leaf_weight=28 20 21 26 21 35 20 22 24 38 20 22 23 20 28 34 50 153 39 30 30 20 1936 25 22 20 30 20 228 22 94
leaf_count=28 20 21 26 21 35 20 22 24 38 20 22 23 20 28 34 50 153 39 30 30 20 1936 25 22 20 30 20 228 22 94
internal_value=0 1.81278e-07 7.03472e-06 -6.12356e-07 -4.24264e-05 2.49789e-07 -3.31594e-08 1.63056e-06 5.12268e-06 -1.7652e-05 2.42194e-07 4.81479e-07 2.26988e-07 8.14055e-09 3.34271e-07 3.05883e-08 1.99644e-06 1.38141e-05 3.46781e-07 5.3805e-06 -8.15411e-07 2.59324e-08 -2.30045e-05 -5.69657e-07 -4.59381e-05 2.67568e-06 2.36926e-05 -1.25796e-06 -2.45257e-05 2.49955e-06
internal_weight=0 3093 321 2772 56 2716 2696 300 254 46 2674 2652 2629 2609 2581 2547 230 77 2527 474 2053 1978 75 1958 45 444 70 374 52 322
internal_count=3121 3093 321 2772 56 2716 2696 300 254 46 2674 2652 2629 2609 2581 2547 230 77 2527 474 2053 1978 75 1958 45 444 70 374 52 322
is_linear=0
shrinkage=0.1


Tree=4423
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 50 1203 0 133 133 402 1212 1211 1212 1208 1208 1210 1209 403 1210 133 1210 15 133 2 4 2 2 16 2 403
split_gain=9.47351e-07 7.03301e-06 2.31154e-06 2.67548e-06 1.57265e-06 1.31572e-06 1.59306e-06 1.46849e-06 1.72277e-06 9.396e-07 2.36504e-06 1.0038e-06 3.2915e-06 1.09096e-06 2.02731e-06 3.28236e-06 1.28066e-06 3.22448e-06 1.81085e-06 8.50202e-06 4.73558e-06 1.79074e-06 1.1001e-06 2.79566e-06 1.27419e-06 5.766e-06 1.61267e-05 1.1596e-05 1.00432e-05 5.81989e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.09227500000000001 0.087520000000000014 -0.09515499999999999 -0.37971999999999995 -0.032969999999999992 0.31278000000000006 0.15049500000000002 0.13003000000000001 0.12472500000000002 0.11531000000000001 0.10233500000000001 -0.099939999999999987 0.087485000000000021 -0.085164999999999977 -0.079004999999999978 -0.0061299999999999992 -0.064344999999999999 0.085935000000000025 -0.49970500000000001 0.089005000000000015 -0.011559999999999999 0.09580000000000001 0.095040000000000013 -0.14322499999999996 0.097220000000000015 -0.037174999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8 -9 10 11 12 13 14 15 -3 18 -18 19 -17 -20 -19 23 -22 25 26 27 -24 -27 -30
right_child=1 9 -4 -5 -6 -7 7 8 -10 -11 -12 -13 -14 -15 -16 16 17 21 20 -21 22 -23 24 -25 -26 28 -28 -29 29 -31
leaf_value=1.9931717179133557e-05 5.8143136889806811e-05 -3.300576265246491e-05 -3.4940106896101496e-05 -3.6398446683874465e-05 -2.1866830335056877e-05 2.7814515951004894e-05 -2.6676379964859127e-05 2.5972384494144495e-05 -8.1585320240265003e-06 2.1136592927394393e-05 -3.3528992259692003e-05 -2.2169869171193569e-05 3.798751051916675e-05 -2.1686941845868917e-05 2.5206773615593649e-05 2.7236139212618587e-05 3.9831581502117582e-05 -2.5573083330527883e-05 4.753726511158415e-05 -6.1912829582781904e-05 3.7519489011882655e-05 1.6743995365686716e-05 -8.0128755913051462e-05 -8.4226587474673854e-06 1.8742923811492737e-06 5.810655252894827e-05 -9.346703482151498e-05 -3.1313684485878173e-06 -4.7193231754053245e-05 6.0171464838276737e-06
leaf_weight=34 21 30 25 21 25 22 24 21 50 21 21 20 23 23 32 20 28 20 21 23 26 20 20 27 1223 36 21 888 22 313
leaf_count=34 21 30 25 21 25 22 24 21 50 21 21 20 23 23 32 20 28 20 21 23 26 20 20 27 1223 36 21 888 22 313
internal_value=0 4.82134e-07 -6.29587e-06 -2.66081e-06 1.3647e-06 5.21098e-06 1.35611e-06 -5.292e-06 1.93653e-06 6.13968e-08 -9.35136e-08 1.54069e-07 3.1262e-07 2.37205e-09 1.82464e-07 -1.10004e-07 2.54424e-07 1.38044e-05 -9.45915e-08 -2.04482e-05 2.42415e-07 -4.41454e-06 -1.43141e-07 1.4115e-05 -4.42658e-07 -2.62237e-06 -6.83104e-06 -4.82735e-06 7.91631e-06 2.52273e-06
internal_weight=0 2899 222 197 176 151 129 95 71 2878 2857 2836 2816 2793 2770 2738 2708 68 2640 43 2597 40 2576 53 2523 1300 929 908 371 335
internal_count=3121 2899 222 197 176 151 129 95 71 2878 2857 2836 2816 2793 2770 2738 2708 68 2640 43 2597 40 2576 53 2523 1300 929 908 371 335
is_linear=0
shrinkage=0.1


Tree=4424
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 475 471 2 1425 33 47 47 9 10 47 47 1419 157 1420 42 3 42 2 41 13 12 12 1210 43 43 484
split_gain=1.02073e-06 2.75541e-05 1.50095e-05 6.71176e-06 9.9478e-07 2.87609e-06 2.44925e-06 1.38375e-06 9.5226e-07 1.44276e-06 9.10936e-06 9.01434e-06 1.77237e-05 2.09765e-06 1.63871e-06 1.7711e-06 5.74211e-06 3.44305e-06 1.6048e-06 1.72835e-06 4.23434e-06 3.21688e-06 1.52748e-06 5.19243e-06 1.82225e-06 7.37026e-06 7.15227e-06 3.67287e-06 7.6251e-06 3.54834e-06
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.24039999999999997 -0.086614999999999984 0.10613000000000002 0.10129000000000002 -0.012019999999999998 0.094160000000000008 0.096850000000000006 0.088235000000000022 0.087010000000000018 0.09055500000000001 0.087885000000000019 0.086505000000000012 -0.06482499999999998 -0.083604999999999985 -0.0098899999999999978 0.097915000000000016 0.081660000000000024 0.11704500000000001 0.086565000000000017 -0.13710499999999998 0.085355000000000014 0.085635000000000003 -0.08126499999999999 0.084740000000000024 0.12266000000000001 -0.081614999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 6 -6 -4 8 -7 11 -11 13 -13 14 15 17 -17 -10 -12 20 -20 -21 24 -24 26 -26 -19 29 -29 -28
right_child=2 -3 4 -5 5 7 -8 -9 9 10 18 12 -14 -15 -16 16 -18 22 19 21 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=6.70366702334749e-07 -8.2781590158860629e-05 0.00011012956083109401 1.0221879878372421e-05 -6.0462499641289474e-05 3.8180485671546196e-05 -1.8031686710985792e-05 -3.1846852394782253e-05 -2.5449339686712762e-05 -4.0099049699295267e-05 6.7580727725568147e-05 2.1242941005078361e-05 -0.0001153163640628918 4.685633096812581e-06 3.1349626459070187e-05 -2.3720473515303248e-05 5.1950541917624208e-05 -1.5171325358096511e-05 -6.0902438660074648e-05 -4.2847028614940229e-05 4.0683173909201293e-05 5.3415681004817429e-07 -5.5044745271228943e-06 -1.2051947493906986e-05 4.9491399421150659e-05 4.853104370361069e-05 1.3550286796779826e-06 -1.7850373039716664e-05 -7.5165835660300225e-05 1.2156008215242765e-05 1.8318269070209209e-06
leaf_weight=176 22 23 25 20 20 28 31 21 21 23 37 20 32 22 28 26 25 21 27 25 135 38 29 26 34 1274 104 20 20 768
leaf_count=176 22 23 25 20 20 28 31 21 21 23 37 20 32 22 28 26 25 21 27 25 135 38 29 26 34 1274 104 20 20 768
internal_value=0 6.58317e-06 -4.96811e-07 -5.56768e-06 1.31753e-07 3.93468e-07 -1.30662e-05 1.23946e-07 3.16917e-07 5.034e-07 7.24034e-06 -2.73939e-07 -4.1469e-05 6.11976e-07 3.29744e-07 6.14121e-07 1.90477e-05 2.08377e-07 1.94328e-06 -1.23044e-06 -6.69604e-06 1.2824e-05 5.77042e-07 1.70413e-05 1.72967e-07 2.58132e-06 -3.20337e-06 -1.87477e-06 -3.15049e-05 -5.15591e-07
internal_weight=0 219 2902 196 2880 2824 56 2804 2783 2755 285 2470 52 2418 2396 2368 51 2317 262 225 162 63 2296 55 2241 1308 933 912 40 872
internal_count=3121 219 2902 196 2880 2824 56 2804 2783 2755 285 2470 52 2418 2396 2368 51 2317 262 225 162 63 2296 55 2241 1308 933 912 40 872
is_linear=0
shrinkage=0.1


Tree=4425
num_leaves=31
num_cat=0
split_feature=132 1185 1203 398 0 0 12 13 1204 13 1371 42 1374 151 4 16 16 2 484 159 4 1209 42 4 4 1447 47 47 47 2
split_gain=9.42535e-07 7.6472e-06 3.98628e-06 8.24422e-07 2.24135e-06 1.48915e-06 1.64031e-06 2.35017e-06 1.19127e-06 1.04916e-06 8.19494e-07 1.01545e-06 1.58786e-05 1.23885e-05 3.19441e-06 1.14854e-05 1.2451e-05 9.09926e-06 2.3242e-05 1.87226e-05 8.31779e-06 4.9348e-06 3.91521e-06 3.70166e-06 5.69608e-06 2.86181e-06 2.588e-06 2.15661e-05 8.7515e-06 5.81166e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10586000000000002 -0.098289999999999975 -0.090809999999999988 0.11418000000000002 1.0000000180025095e-35 -0.0030749999999999996 -0.0093149999999999986 0.086910000000000015 0.083995000000000014 0.088460000000000011 -0.54279999999999984 -0.082594999999999988 -0.026164999999999997 -0.092804999999999985 0.083715000000000026 -0.081614999999999979 -0.015149999999999999 -0.082109999999999975 -0.092099999999999987 0.084435000000000024 -0.081224999999999978 -0.080744999999999997 0.0030850000000000005 0.092165000000000011 0.097970000000000015 0.086785000000000015 0.10402500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 8 9 -7 11 13 14 -3 15 16 -13 -17 -19 -20 -16 -22 -23 -24 -25 26 28 -28 -15 -29
right_child=1 10 -4 -5 5 6 -8 -9 -10 -11 -12 12 -14 25 20 17 -18 18 19 -21 21 22 23 24 -26 -27 27 29 -30 -31
leaf_value=-3.2018912289307382e-05 6.0606981805037886e-05 7.9838054261927027e-05 -4.2291480765386417e-05 1.6487444522879189e-05 2.3175081001681976e-05 1.66887295630726e-05 -2.6460715555003844e-05 3.2818191466503774e-05 -2.3599505755555585e-05 -1.1455564044109241e-05 1.4828578338671611e-05 4.3422619271604208e-06 -8.6383378609091536e-05 2.9709277667970067e-07 -6.4823542128405765e-05 5.3043494219971107e-05 0.00011459011097940675 -0.00010486497368496519 7.5267699503456253e-05 -3.6271171762457338e-05 4.1752889592316934e-05 -3.5235984160278484e-05 -3.1534673018121309e-05 4.7002022314700301e-05 -1.2947609004215197e-06 3.6388076048090376e-05 -9.9234894014443861e-05 2.1196132961626794e-05 5.8910006982142271e-05 -2.3727847655130103e-05
leaf_weight=24 21 20 27 23 25 27 25 20 25 26 37 21 22 1259 21 22 20 23 27 34 26 35 39 25 1052 22 24 77 26 46
leaf_count=24 21 20 27 23 25 27 25 20 25 26 37 21 22 1259 21 22 20 23 27 34 26 35 39 25 1052 22 24 77 26 46
internal_value=0 4.80905e-07 -6.27985e-06 -1.29362e-06 -3.67132e-06 9.25583e-07 -3.59667e-06 2.23599e-06 -5.6056e-06 2.88209e-06 4.2181e-08 -1.50391e-07 -2.11356e-06 1.67027e-06 -7.35174e-07 1.31773e-05 5.81217e-05 -4.20688e-06 -1.9201e-05 1.30985e-05 -2.44229e-06 -1.32929e-06 -2.30248e-06 -1.26961e-06 -1.73666e-07 5.95063e-07 4.51702e-08 -1.25239e-05 1.48304e-06 4.39529e-06
internal_weight=0 2899 222 195 172 148 123 98 78 53 2878 2841 1367 1474 1345 147 41 106 84 61 1198 1177 1151 1116 1077 1454 1432 147 1285 123
internal_count=3121 2899 222 195 172 148 123 98 78 53 2878 2841 1367 1474 1345 147 41 106 84 61 1198 1177 1151 1116 1077 1454 1432 147 1285 123
is_linear=0
shrinkage=0.1


Tree=4426
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 48 131 16 130 42 13 12 130 10 39 40 12 12 142 11 147 49 148 483 479 481 159 159 480 1447 159
split_gain=1.01274e-06 2.69998e-05 1.40466e-05 6.27035e-06 1.0156e-06 1.84349e-06 1.63327e-06 2.49938e-06 2.16696e-06 1.8304e-06 1.45426e-06 9.2329e-07 2.86627e-06 4.06597e-06 2.66827e-06 1.93166e-06 1.52433e-06 3.05392e-06 3.29927e-06 1.66303e-06 5.17606e-06 2.35153e-06 1.76868e-06 1.40479e-06 1.35207e-06 1.20985e-06 3.95214e-06 3.06431e-06 2.76257e-06 9.25146e-06
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.086125000000000021 -0.076979999999999979 -0.11118499999999999 0.09364500000000002 -0.015274999999999999 -0.0044799999999999987 0.087385000000000004 -0.23647499999999996 -0.38124499999999995 0.086505000000000012 -0.24134999999999998 0.14786000000000002 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 0.095485000000000014 -0.048674999999999989 -0.098399999999999974 -0.47181499999999993 0.10769500000000001 0.11244000000000001 -0.10909999999999999 -0.092414999999999983 0.087715000000000015 -0.085804999999999979 -0.025879999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -7 8 9 -8 -10 -4 13 -13 -14 16 17 -16 -19 21 -21 -20 -23 24 25 27 -27 -24 29 -28
right_child=2 -3 11 -5 -6 6 7 -9 10 -11 -12 12 14 -15 15 -17 -18 18 19 20 -22 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=3.1021843642520257e-05 -8.0096412619406525e-05 0.00011731406308172154 -2.1297976436471801e-05 -5.76784066657865e-05 -1.8762646323011723e-05 2.6180060167462216e-05 3.9703389798391572e-05 -3.0768708133369469e-05 7.0055961952589102e-06 -1.5715554798676058e-06 -2.9392086545830472e-05 -4.2192590193562435e-06 -3.5631345575720409e-05 5.8782001233339549e-05 3.7216705612246933e-05 2.8395811148129725e-05 -2.6936563786182976e-05 -3.8760167494315701e-05 -2.9575424425140094e-05 -1.2191254679167357e-05 5.2933636549784322e-05 2.5549860691643081e-05 -3.3281984502063506e-06 -1.9263078367633795e-05 2.5375843896264477e-05 3.3828282744902289e-05 -5.2153774191466306e-05 -4.5065951480864898e-05 5.5451766662868413e-07 2.4403777923806857e-05
leaf_weight=22 22 20 20 20 22 20 22 28 21 21 23 21 21 20 22 24 21 22 27 26 23 27 146 38 21 35 38 20 2281 27
leaf_count=22 22 20 20 20 22 20 22 28 21 21 23 21 21 20 22 24 21 22 27 26 23 27 146 38 21 35 38 20 2281 27
internal_value=0 6.55737e-06 -4.9485e-07 -4.57395e-06 1.3595e-06 4.17917e-06 -1.95194e-07 -4.78219e-06 3.58128e-06 1.95459e-05 -1.20205e-05 1.13218e-07 2.62946e-07 2.65131e-05 -1.1884e-07 1.47695e-07 -9.67016e-08 1.08034e-07 -1.90901e-07 1.22323e-07 1.83776e-05 -2.13958e-07 8.71285e-08 -1.76683e-07 1.05748e-07 -1.02604e-07 4.7287e-07 -8.35684e-06 -2.47599e-08 -2.03529e-05
internal_weight=0 219 2902 199 179 157 135 115 87 43 44 2880 2860 41 2819 2798 2774 2753 2731 2709 49 2660 2633 2606 2568 2547 2381 166 2346 65
internal_count=3121 219 2902 199 179 157 135 115 87 43 44 2880 2860 41 2819 2798 2774 2753 2731 2709 49 2660 2633 2606 2568 2547 2381 166 2346 65
is_linear=0
shrinkage=0.1


Tree=4427
num_leaves=31
num_cat=0
split_feature=393 132 4 393 394 390 1183 11 472 1429 11 1425 3 0 13 0 1209 12 12 160 130 51 48 13 13 12 42 52 132 2
split_gain=9.43835e-07 1.54337e-05 3.41854e-05 2.00228e-06 1.26808e-06 4.32435e-06 1.2834e-06 1.06531e-06 9.06249e-07 2.34385e-06 2.77204e-06 1.99187e-06 1.03883e-06 3.49072e-06 6.75802e-06 2.94012e-06 2.91113e-06 2.95486e-06 1.11792e-05 6.61415e-06 6.10106e-06 5.38145e-06 4.62872e-06 5.9593e-06 1.57371e-05 4.08088e-06 4.39103e-06 2.57844e-06 3.35496e-06 4.67703e-06
threshold=0.10277000000000001 -0.083284999999999984 -0.082109999999999975 0.092175000000000021 -0.12099999999999998 0.090205000000000007 -0.080339999999999981 0.106895 -0.38234499999999999 -0.23587499999999997 0.097680000000000017 0.095135000000000011 -0.094299999999999981 0.10455500000000001 -0.055129999999999992 0.051010000000000007 -1.0000000180025095e-35 0.089300000000000004 0.090695000000000012 0.10455000000000002 0.087570000000000023 0.078435000000000019 -0.032929999999999994 0.19762500000000002 0.10820000000000002 0.095565000000000011 0.079510000000000011 0.10744000000000002 0.082150000000000015 0.09678500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 -6 8 -8 -10 11 12 16 15 -15 -14 -11 20 -19 22 21 27 -20 24 25 26 -24 28 29 -18
right_child=1 2 -4 -5 5 -7 7 -9 9 10 -12 -13 13 14 -16 -17 17 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.0070740432739484e-05 5.5952146990770977e-05 -0.0001260313064994989 5.4610530316329635e-05 -2.8467667834775057e-05 2.0631913898796483e-05 -4.6602282491221562e-05 -2.0090143358253917e-05 2.2285485690753421e-05 3.1634170780940302e-05 -3.2277924072418719e-05 -3.2307049950422543e-05 2.7438322738832384e-05 -9.6340356333366498e-07 -7.2399539765228833e-05 2.1592520478143049e-06 3.7544427423199527e-05 1.0527908433325994e-05 7.9917691239287435e-05 -3.2846115063875911e-05 -4.8275111803377518e-05 -5.1265841229115214e-05 -3.318187632017229e-05 6.8847565385112832e-05 -2.1753217636918029e-05 0.00010259828984050294 -5.7067070374235605e-06 4.106253490218396e-06 -2.2004350030329077e-05 -1.2765405748117095e-05 5.688919868021003e-05
leaf_weight=31 39 20 22 25 30 20 23 21 23 21 27 26 2298 20 31 20 68 23 20 20 23 33 20 30 23 60 22 20 30 32
leaf_count=31 39 20 22 25 30 20 23 21 23 21 27 26 2298 20 31 20 68 23 20 20 23 33 20 30 23 60 22 20 30 32
internal_value=0 1.06536e-05 -3.14094e-05 -2.83867e-07 -5.01708e-08 -2.59202e-07 5.35046e-08 -1.56909e-07 -3.18697e-07 -1.61347e-07 -4.1642e-07 -1.13235e-07 -3.67798e-07 -1.20053e-06 -2.70795e-05 -6.31153e-07 4.06536e-06 5.86538e-06 1.39804e-05 6.20321e-06 -2.72239e-06 3.37869e-06 1.24293e-05 1.82713e-05 2.78772e-05 1.10283e-05 3.49354e-05 1.1422e-05 1.65645e-05 2.53635e-05
internal_weight=0 81 42 3040 3015 2984 2964 2934 2913 2890 2867 2840 2814 2369 51 2318 445 424 218 195 206 183 175 155 125 102 42 150 130 100
internal_count=3121 81 42 3040 3015 2984 2964 2934 2913 2890 2867 2840 2814 2369 51 2318 445 424 218 195 206 183 175 155 125 102 42 150 130 100
is_linear=0
shrinkage=0.1


Tree=4428
num_leaves=31
num_cat=0
split_feature=132 1185 1203 398 4 4 4 403 52 13 142 11 33 9 9 45 1454 12 49 484 13 13 49 13 484 49 151 482 483 482
split_gain=1.15129e-06 8.21566e-06 2.53454e-06 9.47235e-07 1.81375e-06 1.39717e-06 1.01289e-06 1.9275e-06 1.32372e-06 9.96902e-07 8.95947e-07 1.05711e-06 3.72412e-06 1.85046e-06 2.8447e-06 9.76774e-07 1.07058e-06 4.75365e-06 1.40586e-06 5.19231e-06 7.4897e-06 3.67947e-06 3.77465e-06 5.10908e-06 1.65544e-06 1.42249e-05 1.20607e-05 3.35168e-06 1.15921e-05 5.15307e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10586000000000002 0.11275500000000001 0.024790000000000003 -0.068329999999999988 -0.020569999999999995 0.089325000000000015 -0.010094999999999998 -1.0000000180025095e-35 -0.011194999999999998 -0.012019999999999998 0.09055500000000001 0.10750500000000002 0.084355000000000013 0.10569000000000002 0.089085000000000011 0.11308500000000002 0.088135000000000005 -0.080519999999999994 -0.069964999999999986 0.12595000000000003 -0.0082249999999999979 0.086135000000000017 0.10211000000000002 -0.15340499999999999 0.090355000000000005 0.10143000000000001 0.085075000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 9 -8 -1 -3 -12 -13 15 -15 16 18 -18 24 20 -20 -22 -23 -24 26 27 -14 29 -29 -26
right_child=1 10 -4 -5 -6 -7 8 -9 -10 -11 11 12 13 14 -16 -17 17 -19 19 -21 21 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=1.0058974148705603e-05 6.2852260695459944e-05 -1.8771744074911115e-05 -3.5065685837512972e-05 1.6171716054921725e-05 -3.2968881127512113e-05 2.3015254801066476e-05 -3.2831597673066425e-06 2.8875922162114879e-05 -3.4586483690707777e-05 -1.8234888323080891e-05 2.1140627053265842e-05 -3.9159755427438847e-05 -6.919182510318934e-05 4.2102486105040251e-05 -8.0619099855994138e-06 1.502238895671664e-05 -4.7440686593409229e-05 1.6852473216836783e-05 3.9923871344171861e-05 -4.9789115477184314e-05 -4.9233042970983028e-05 -3.80109179095598e-05 4.350190404329624e-05 -1.2880566472151461e-05 9.9672912126282309e-07 8.9368295393796868e-05 6.5251763026234866e-07 7.6088018233903042e-05 -1.9724638647338518e-05 -5.2125021968441579e-05
leaf_weight=20 21 25 28 23 21 20 35 20 22 33 24 24 25 26 20 43 23 23 34 26 23 25 25 45 140 20 2235 23 28 21
leaf_count=20 21 25 28 23 21 20 35 20 22 33 24 24 25 26 20 43 23 23 34 26 23 25 25 45 140 20 2235 23 28 21
internal_value=0 5.31489e-07 -6.94053e-06 -2.88123e-06 -5.44391e-06 -1.59041e-06 -5.3759e-06 2.42393e-06 -1.53651e-05 -7.55796e-06 7.67511e-08 2.41915e-07 6.46194e-08 4.00229e-07 2.02919e-05 6.85814e-08 -1.68169e-07 -1.52941e-05 9.24278e-08 -8.49335e-06 -1.4296e-06 -1.3345e-05 -4.65632e-06 7.25603e-06 7.05698e-07 8.75007e-06 -1.20097e-07 1.14458e-06 2.3485e-05 -5.93219e-06
internal_weight=0 2899 222 194 171 150 130 73 57 53 2878 2853 2829 2805 46 2759 2716 46 2670 178 152 118 95 70 2492 232 2260 212 51 161
internal_count=3121 2899 222 194 171 150 130 73 57 53 2878 2853 2829 2805 46 2759 2716 46 2670 178 152 118 95 70 2492 232 2260 212 51 161
is_linear=0
shrinkage=0.1


Tree=4429
num_leaves=31
num_cat=0
split_feature=393 1429 156 1429 1429 1429 151 157 157 1429 44 471 483 2 1429 474 4 1429 160 456 150 1348 457 147 15 457 49 49 160 49
split_gain=1.02952e-06 9.68451e-07 3.56212e-06 1.25605e-06 9.81085e-07 8.22944e-06 6.62382e-06 5.04021e-06 1.20114e-05 2.55223e-06 1.61033e-06 5.73371e-06 1.5894e-06 3.45394e-06 5.47364e-06 5.3821e-06 2.15127e-06 1.40529e-06 1.88596e-06 1.28943e-06 1.96901e-06 4.28728e-06 2.41849e-06 3.77298e-06 4.11654e-06 1.86157e-06 2.38572e-06 6.88224e-06 2.83682e-06 3.41459e-06
threshold=0.12069000000000002 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.083715000000000026 0.083925000000000013 -0.54526999999999981 -0.087424999999999989 -0.08577499999999999 0.057970000000000008 0.099360000000000018 0.092350000000000015 0.088610000000000008 0.090545000000000014 0.09011000000000001 0.088435000000000014 -0.012889999999999999 0.084885000000000002 -0.075414999999999982 -0.085409999999999986 0.12640500000000002 0.088590000000000016 0.11612500000000002 0.093615000000000018 1.0000000180025095e-35 0.09228500000000002 -0.008624999999999999 -0.00064499999999999985 -0.089974999999999986 -0.072814999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 -7 -9 10 11 19 13 15 -15 17 -16 -10 -19 -8 21 22 23 25 -25 26 28 -28 -21 -30
right_child=-2 2 -4 4 5 7 9 8 12 -11 -12 -13 -14 14 16 -17 -18 18 -20 20 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-2.1091078381439067e-05 1.7844527167198976e-05 -2.1023263566191951e-05 4.2029865144286303e-05 5.7788247358985254e-05 -6.4488396608133118e-05 -4.6285402585123273e-05 1.8399188693844114e-05 7.781794469337911e-05 -2.260269443054726e-05 -3.5562928205763461e-05 -2.3566235949244532e-05 5.0254904730852854e-05 -2.9466269010992534e-05 -5.5189735462590761e-05 1.5599753731247545e-05 5.178736525802099e-05 -2.1120492979039061e-05 -1.1990143312604316e-05 2.9906562057086767e-05 1.7984268348906578e-05 -2.2752129481025472e-05 4.2246452327769175e-05 2.7545175949090927e-05 -6.3105380686465654e-05 1.0548781267516461e-06 2.3171577638148687e-05 4.6842333676977436e-05 1.1551011210899443e-07 -4.6221524792948772e-06 -2.8584012106875892e-05
leaf_weight=22 32 29 20 20 22 22 38 20 22 20 28 23 21 24 39 26 27 22 21 36 38 24 31 20 20 34 32 2105 198 85
leaf_count=22 32 29 20 20 22 22 38 20 22 20 28 23 21 24 39 26 27 22 21 36 38 24 31 20 20 34 32 2105 198 85
internal_value=0 -1.84861e-07 -3.48979e-08 -3.11004e-07 -1.1198e-07 -5.9113e-06 4.48565e-07 -6.29759e-07 3.89467e-06 2.88019e-08 2.91278e-07 5.40164e-07 -3.42446e-06 -4.03037e-07 -1.42935e-05 1.33348e-05 5.77835e-07 -2.04623e-06 8.47104e-06 1.10461e-07 -1.54492e-07 1.77698e-07 -2.16543e-07 -5.56706e-07 -3.10253e-05 -6.72516e-08 -3.88962e-07 8.1521e-07 -8.45578e-06 -1.18192e-05
internal_weight=0 3089 3067 3047 3018 266 2752 244 222 2732 2712 2684 202 181 90 91 66 65 43 2661 2623 2585 2561 2530 40 2490 2456 2137 319 283
internal_count=3121 3089 3067 3047 3018 266 2752 244 222 2732 2712 2684 202 181 90 91 66 65 43 2661 2623 2585 2561 2530 40 2490 2456 2137 319 283
is_linear=0
shrinkage=0.1


Tree=4430
num_leaves=31
num_cat=0
split_feature=475 2 156 475 1456 4 1429 456 1456 1447 15 12 456 456 13 130 475 42 42 474 156 13 475 1420 1420 1429 403 133 1210 40
split_gain=9.56102e-07 2.39334e-06 2.12644e-06 1.29544e-06 1.35075e-06 3.28809e-06 2.25776e-06 1.33068e-06 1.34528e-06 6.25396e-06 7.19941e-06 2.47092e-06 2.18784e-06 6.21638e-06 3.67215e-06 2.38149e-06 2.17724e-06 6.20914e-06 1.52404e-05 1.1377e-05 9.40665e-06 9.27731e-06 5.66457e-06 2.23134e-06 2.81324e-06 2.30921e-06 2.14026e-06 6.25556e-06 2.4642e-06 2.13028e-06
threshold=-0.24039999999999997 0.10613000000000002 0.16414500000000004 -0.10664 0.11510000000000002 0.022185000000000003 0.11181500000000001 0.11078000000000002 0.086175000000000015 -0.085684999999999997 0.086195000000000008 0.087215000000000015 0.091580000000000009 0.089235000000000023 -0.08459499999999999 -0.23123999999999997 -0.082274999999999987 0.083715000000000026 0.083995000000000014 0.08708500000000001 0.08759500000000002 -0.023499999999999997 -0.080874999999999989 -0.08341999999999998 -0.049004999999999993 0.057970000000000008 -0.54856499999999986 0.40945500000000007 -0.41266499999999995 -0.24134999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 7 8 12 -10 11 -11 13 15 -14 -5 17 21 -19 20 -20 -17 -18 -24 -25 26 27 -26 -28 -30
right_child=2 -3 -4 4 5 -7 -8 -9 9 10 -12 -13 14 -15 -16 16 22 18 19 -21 -22 -23 23 24 25 -27 28 -29 29 -31
leaf_value=9.5422799019545967e-06 -2.3627981136087328e-05 -3.1598492560372126e-05 3.1216539685953073e-05 3.2828515709711194e-05 4.4680916095206739e-05 -1.1342596208123725e-05 -2.7351171587876404e-05 -2.2751540042918353e-05 4.7795088385376436e-05 3.2416718754291195e-05 -5.5941207829164338e-05 -7.1967975875322146e-06 4.6749833297956058e-05 -5.0033044331939893e-05 -7.4943118003526867e-06 -6.793641770768556e-05 -4.9307150372139098e-05 9.8047188531263224e-05 2.5913448462233648e-05 4.9873172033317938e-05 -6.4570077449422608e-05 1.0815482794266876e-05 2.9852186041049819e-05 -3.7232174500310244e-05 -5.8434399872329893e-05 -3.3494340070882615e-05 3.4323628218165446e-05 1.5319347806760799e-05 -3.1791634914736191e-05 2.0005081778799996e-07
leaf_weight=26 23 31 22 22 22 20 30 25 33 32 20 31 26 25 24 21 24 23 20 34 27 52 24 21 23 21 21 23 21 2354
leaf_count=26 23 31 22 22 22 20 30 25 33 32 20 31 26 25 24 21 24 23 20 34 27 52 24 21 23 21 21 23 21 2354
internal_value=0 -1.28325e-05 2.38729e-07 1.4695e-08 1.94815e-07 1.80031e-05 -5.64268e-08 2.21429e-07 4.17981e-07 1.09711e-05 -3.66976e-06 1.29244e-05 -1.82847e-08 -3.9439e-07 2.07126e-05 6.00099e-08 -2.06106e-07 1.05163e-05 2.62082e-05 5.80944e-06 -2.60664e-05 -1.18392e-05 -9.5566e-07 -4.92966e-07 -7.86156e-07 -4.7541e-07 -1.91464e-07 -2.15575e-05 2.18736e-07 -8.2823e-08
internal_weight=0 57 3064 3042 3019 42 2977 2947 2922 116 83 63 2806 2756 50 2731 2709 177 104 81 47 73 2532 2508 2484 2463 2442 46 2396 2375
internal_count=3121 57 3064 3042 3019 42 2977 2947 2922 116 83 63 2806 2756 50 2731 2709 177 104 81 47 73 2532 2508 2484 2463 2442 46 2396 2375
is_linear=0
shrinkage=0.1


Tree=4431
num_leaves=31
num_cat=0
split_feature=40 130 42 16 16 4 12 52 16 0 0 475 2 1375 150 151 156 1454 1 1 12 1 13 3 3 1 1375 481 1185 1209
split_gain=1.06881e-06 4.1187e-06 2.39945e-06 1.25872e-06 2.783e-06 8.34212e-06 1.32214e-05 8.79745e-06 5.48772e-06 3.35721e-06 2.83264e-06 2.4323e-06 9.4714e-06 5.64299e-06 1.30683e-05 3.89877e-06 2.66329e-06 3.4808e-06 2.20059e-06 1.85665e-05 5.55195e-05 2.00803e-05 3.73145e-05 1.97327e-05 1.09282e-05 7.85201e-06 6.51059e-06 4.93857e-06 4.3597e-06 4.46628e-06
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 0.0065250000000000004 -0.0048099999999999992 -0.0070899999999999991 0.085565000000000016 -0.0087299999999999982 -0.0057949999999999989 -0.081204999999999986 -0.086074999999999985 -0.086279999999999982 0.086950000000000013 -0.15308499999999997 0.10980500000000001 -0.5225749999999999 0.09747500000000002 0.10906500000000001 0.089625000000000024 0.09253500000000002 0.087145000000000014 0.094090000000000021 -0.078279999999999975 -0.082794999999999994 -0.080409999999999995 0.089105000000000018 0.08623500000000002 -0.087974999999999984 -0.089384999999999978 -0.084519999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 7 -7 9 11 -6 -8 12 -3 14 -13 -15 17 18 25 20 -20 22 -21 -22 -25 26 27 -17 -29 -30
right_child=1 2 -4 -5 5 6 10 -9 -10 -11 -12 13 -14 15 -16 16 -18 -19 19 21 23 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=2.304296453189636e-05 -4.3263036456086084e-05 2.8774388216413134e-05 2.7840194096854486e-05 -3.6326652227716311e-06 -3.0918983005297685e-06 8.3161060922845665e-05 -2.7610236211330635e-05 -5.0054546324146599e-05 -5.0797840577572413e-05 4.4444001317363777e-05 2.5612328790884931e-05 9.2100422526445163e-05 -5.5355343765484125e-05 -4.0638401950000911e-05 -1.0107418385250012e-05 3.7274654710632316e-05 3.4602624741044404e-05 -3.7474126853946171e-05 -0.00019254139961049079 -2.2488593770374014e-05 5.6177500793578916e-05 -2.0177783936001413e-06 0.00016836746846820463 -0.00010263315876727574 -6.5473443914376329e-06 6.255009503464945e-05 5.7472457129257416e-05 -4.1144548275042328e-05 -2.8463228412948984e-05 2.3987217875574395e-06
leaf_weight=20 22 23 31 765 39 35 20 31 21 24 20 22 32 23 29 37 23 24 20 21 31 532 20 20 29 22 21 25 49 1090
leaf_count=20 22 23 31 765 39 35 20 31 21 24 20 22 32 23 29 37 23 24 20 21 31 532 20 20 29 22 21 25 49 1090
internal_value=0 -1.48611e-07 1.59449e-07 -1.22081e-07 1.05427e-06 1.34027e-05 3.82757e-05 -6.44275e-06 6.70896e-08 1.5017e-05 -9.98954e-07 5.7744e-07 -2.01738e-05 1.13746e-06 3.39822e-05 2.94438e-07 7.73794e-07 3.72937e-07 8.46766e-07 -3.75963e-06 -4.35186e-05 3.17911e-06 7.06119e-05 -6.26292e-06 -4.5766e-05 3.33881e-06 2.27281e-06 1.30762e-06 1.64343e-07 1.07103e-06
internal_weight=0 3101 3079 3048 2283 169 75 94 2114 63 40 2093 55 2038 51 1987 1964 1941 1917 673 100 573 41 80 49 1244 1222 1201 1164 1139
internal_count=3121 3101 3079 3048 2283 169 75 94 2114 63 40 2093 55 2038 51 1987 1964 1941 1917 673 100 573 41 80 49 1244 1222 1201 1164 1139
is_linear=0
shrinkage=0.1


Tree=4432
num_leaves=31
num_cat=0
split_feature=1429 472 1425 1417 401 401 43 1209 2 1209 1209 3 12 12 49 130 4 0 402 0 0 0 13 3 1429 51 2 1371 402 402
split_gain=1.12079e-06 2.10501e-06 2.39937e-06 2.0429e-06 9.75544e-07 1.26677e-06 3.15878e-06 2.65535e-06 9.64929e-06 3.59404e-06 1.29789e-06 1.54975e-06 3.16529e-06 8.59857e-06 5.26966e-06 4.62442e-06 3.71802e-06 3.4613e-06 2.68481e-06 3.8011e-06 3.64338e-06 2.64935e-06 5.7517e-06 2.60325e-06 9.23279e-06 1.30946e-05 8.73979e-06 8.25544e-06 6.23442e-06 4.33527e-06
threshold=0.12521000000000002 -0.38234499999999999 0.095135000000000011 -0.061959999999999994 0.13837000000000002 0.11769000000000002 -0.0098449999999999979 -0.084519999999999984 0.080205000000000012 -0.069599999999999981 -0.025744999999999997 -0.094299999999999981 0.089300000000000004 0.090545000000000014 0.10542000000000001 0.087570000000000023 -0.39518999999999993 0.12445000000000002 0.087035000000000015 -0.0058249999999999994 -0.082484999999999989 0.10455500000000001 -0.055129999999999992 -0.086424999999999988 0.083725000000000008 -0.08044999999999998 0.09358000000000001 0.083235000000000017 0.10491500000000002 0.10645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 8 -5 -9 -11 12 15 -14 17 16 -12 -15 19 20 -18 23 -23 24 25 -13 28 29 -27 -25
right_child=-2 2 -4 4 -6 6 -8 9 -10 10 11 21 13 14 -16 -17 18 -19 -20 -21 -22 22 -24 27 -26 26 -28 -29 -30 -31
leaf_value=-3.0974822518394579e-05 2.3596743325811079e-05 -3.1286483690131545e-05 2.8696282412244633e-05 2.9821640748109316e-05 -2.1467110681918539e-05 3.5515633020111184e-05 -1.3069325628432286e-05 4.0547669347936544e-05 -5.7971142732346766e-05 -2.4794666456901249e-05 -3.1104069506303252e-05 7.5127824657101884e-05 7.4004103312507222e-05 7.2580974214325034e-06 -4.1856109369291517e-05 -4.6022068991276133e-05 1.3675625066266357e-05 4.6021764732218941e-05 -2.4658760910666469e-05 3.6273039685410269e-05 -2.7888950523144259e-05 -6.5294574360450492e-05 3.066622980441025e-06 -8.161973104233153e-07 -5.9553945629176042e-05 3.2689689555190005e-07 -7.2308270173380155e-05 5.3066696693425305e-05 -5.7636854935481094e-05 2.215192830724913e-05
leaf_weight=22 20 21 29 21 21 32 23 22 31 21 30 20 21 202 20 23 71 26 23 45 30 20 32 1850 32 257 20 30 20 86
leaf_count=22 20 21 29 21 21 32 23 22 31 21 30 20 21 202 20 23 71 26 23 45 30 20 32 1850 32 257 20 30 20 86
internal_value=0 -1.5218e-07 6.80535e-08 -2.04149e-07 1.13439e-08 1.61293e-07 1.51983e-05 -1.18773e-07 -2.25164e-05 2.82701e-07 -2.49856e-08 1.57017e-07 5.2698e-06 1.25638e-05 7.36121e-06 -3.56844e-06 1.33826e-06 1.16785e-05 7.09726e-06 1.20999e-05 1.32971e-06 -9.03556e-07 -2.32261e-05 -4.02142e-07 -8.3612e-06 -3.19348e-06 -8.46764e-06 1.01073e-06 -3.85821e-06 2.04081e-07
internal_weight=0 3101 3079 3050 3029 3008 55 2953 52 2901 2879 2858 491 269 248 222 199 228 169 146 101 2367 52 2315 349 317 297 1966 277 1936
internal_count=3121 3101 3079 3050 3029 3008 55 2953 52 2901 2879 2858 491 269 248 222 199 228 169 146 101 2367 52 2315 349 317 297 1966 277 1936
is_linear=0
shrinkage=0.1


Tree=4433
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 129 12 52 52 16 130 1429 475 52 157 13 0 13 1429 472 157 155 15 12 0 0 3 1 2 49 12
split_gain=9.42104e-07 2.84589e-05 1.33074e-05 6.79161e-06 1.04081e-06 9.37383e-07 1.17816e-06 1.78438e-06 1.35717e-06 1.81452e-06 9.17379e-07 2.26229e-06 3.05431e-06 1.36689e-06 1.01544e-06 5.06317e-06 4.25496e-06 2.4248e-06 3.88262e-06 2.26351e-06 2.23223e-06 3.98054e-06 3.32473e-06 2.2292e-06 6.32662e-06 3.21291e-06 2.75688e-06 3.09218e-06 2.44999e-06 1.90496e-06
threshold=-0.083284999999999984 0.089480000000000018 0.12358500000000001 0.10022000000000002 -0.082304999999999975 0.11527000000000001 0.090645000000000017 0.08709500000000002 -0.090764999999999985 -0.0024349999999999992 0.12521000000000002 -0.24431999999999998 -0.54663499999999987 0.13027500000000003 0.10002500000000002 0.12358500000000001 0.095120000000000024 -0.23587499999999997 -0.086459999999999981 0.10977500000000003 0.083440000000000014 -0.0092699999999999987 0.089735000000000023 -0.094654999999999975 -0.083674999999999986 -0.10831999999999999 0.13707500000000003 0.084755000000000011 0.088340000000000016 0.094835000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -2 6 7 8 -1 -10 11 12 -6 14 16 23 17 -13 -19 20 -20 22 -22 25 -25 -16 27 -26 29 -29
right_child=2 -3 -4 -5 10 -7 -8 -9 9 -11 -12 13 -14 -15 15 -17 -18 18 19 -21 21 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=1.7448877770220861e-05 1.893595482246822e-05 0.00011701502052823171 -8.1765979812189473e-05 -6.066743505471096e-05 -4.9220957391133372e-05 2.0634895530574361e-05 1.4020250293671981e-05 -3.1653263969296267e-05 -3.3715330371251181e-05 2.0277738202617465e-06 2.1237069981907554e-05 3.4388124799988876e-05 5.700969398146429e-07 2.1720298662267882e-05 -7.755405592681861e-06 4.9664088176844723e-05 -4.1753150821023156e-05 -4.3387272689003678e-05 -4.5822650646324261e-07 -2.9552621764686105e-05 -2.4857720256057713e-05 4.8663091467040855e-05 2.3999038567126264e-05 -5.1635464478749783e-05 3.8264704731961411e-05 4.4169056924986836e-05 -2.7355001847221657e-05 -2.8519350177736704e-05 3.2145274381036871e-05 4.5609655445583044e-06
leaf_weight=29 29 21 20 20 22 21 36 23 20 49 20 20 28 29 22 24 25 21 2335 26 26 26 30 24 29 26 24 27 20 49
leaf_count=29 29 21 20 20 22 21 36 23 20 49 20 20 28 29 22 24 25 21 2335 26 26 26 30 24 29 26 24 27 20 49
internal_value=0 6.32454e-06 -4.77281e-07 -5.41535e-06 8.68319e-08 7.92744e-07 -1.8613e-06 -6.58639e-06 -7.03349e-07 -8.33255e-06 -1.04765e-07 -2.55431e-07 -2.1338e-05 1.23343e-07 -1.04076e-07 6.04078e-06 -7.04111e-07 -2.90977e-07 -5.72463e-07 -2.04427e-07 1.11275e-07 1.63282e-05 1.31554e-06 1.3034e-06 -3.98685e-06 2.03703e-05 3.6881e-06 9.64837e-06 1.00386e-06 -7.19125e-06
internal_weight=0 219 2902 198 2882 178 157 121 98 69 2853 2833 50 2783 2754 245 2509 2484 2464 2443 2417 82 56 221 173 48 149 125 96 76
internal_count=3121 219 2902 198 2882 178 157 121 98 69 2853 2833 50 2783 2754 245 2509 2484 2464 2443 2417 82 56 221 173 48 149 125 96 76
is_linear=0
shrinkage=0.1


Tree=4434
num_leaves=31
num_cat=0
split_feature=1429 156 1429 157 1429 1429 156 4 0 160 156 484 49 13 1374 1 1373 151 156 42 3 52 49 2 456 456 456 1375 130 1375
split_gain=1.16858e-06 3.27781e-06 1.27591e-06 3.31225e-06 2.23385e-06 9.92055e-07 1.23105e-06 4.7412e-06 2.36543e-06 2.57298e-06 2.35845e-06 9.50955e-06 1.12819e-05 6.17048e-06 3.40716e-06 1.51833e-05 4.18069e-06 5.4611e-06 2.13114e-06 1.85827e-06 3.10951e-06 1.81582e-06 2.18583e-06 1.77065e-06 1.47173e-06 3.3884e-06 1.44932e-06 4.67214e-06 2.5683e-06 2.01279e-06
threshold=-0.23752499999999996 0.32523500000000005 -0.081904999999999992 -0.049319999999999996 -0.069929999999999978 -0.026244999999999997 0.091255000000000017 -0.49013999999999996 -0.065229999999999996 -0.069549999999999987 0.087045000000000011 0.085790000000000019 0.0021350000000000002 -0.08231999999999999 0.088035000000000016 0.092695000000000013 0.075690000000000021 -0.083694999999999978 0.083635000000000015 0.089015000000000025 -0.077774999999999983 -0.0087299999999999982 -1.0000000180025095e-35 0.087625000000000022 0.10512000000000001 0.091895000000000018 0.087635000000000005 0.084665000000000018 -0.23123999999999997 0.057835000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 10 -8 19 -10 14 13 -13 -12 16 -16 18 -18 24 21 -21 22 -9 -20 25 26 28 -28 -7 -30
right_child=1 -3 4 -5 5 6 7 8 9 -11 11 12 -14 -15 15 -17 17 -19 23 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-2.2965793058657174e-05 6.7500821899102449e-06 4.0515573637094349e-05 3.0570064511910761e-05 -4.1302213783358012e-05 -2.0748949970331289e-05 3.3968625691407151e-05 4.6680781371024856e-05 3.2397654697137034e-05 8.5330095316749076e-06 -3.8529079141041549e-05 4.5898377642775558e-05 -5.3452339047739605e-06 -0.00010307352632004215 -1.8382381165338304e-05 8.8962782501766935e-05 -1.8955067773163137e-05 -6.6106942681058587e-05 5.1870935879248596e-06 2.4012794297463686e-06 5.443979900519481e-05 1.0508250397833764e-06 -2.63695422836463e-05 -7.7612157507577329e-06 4.2996898645512936e-05 -2.5404370147874075e-05 3.5919982295896404e-05 -4.9493491836904505e-05 1.5746041754027829e-05 -7.9014450587992677e-07 1.8735667371974733e-05
leaf_weight=22 32 20 24 26 23 22 27 23 21 26 28 27 21 32 22 32 22 21 22 20 24 20 33 21 23 26 23 21 2363 54
leaf_count=22 32 20 24 26 23 22 27 23 21 26 28 27 21 32 22 32 22 21 22 20 24 20 33 21 23 26 23 21 2363 54
internal_value=0 1.63037e-07 -9.90773e-08 -1.47906e-05 1.82984e-07 -6.03555e-08 9.96437e-08 7.80139e-06 1.5155e-06 -1.75013e-05 -4.37816e-07 -1.49254e-05 -4.81014e-05 1.16153e-05 1.47761e-07 2.50115e-05 -3.65088e-07 -3.12889e-05 1.5131e-07 8.96376e-06 2.53185e-05 -5.04801e-07 8.73261e-06 2.2227e-05 -2.23594e-07 7.23812e-09 -3.68812e-07 -1.83564e-05 -4.43115e-08 -3.53904e-07
internal_weight=0 3099 3079 58 3021 2997 2974 194 167 47 2780 108 48 60 2672 54 2618 43 2575 120 44 76 56 43 2532 2509 2483 44 2439 2417
internal_count=3121 3099 3079 58 3021 2997 2974 194 167 47 2780 108 48 60 2672 54 2618 43 2575 120 44 76 56 43 2532 2509 2483 44 2439 2417
is_linear=0
shrinkage=0.1


Tree=4435
num_leaves=31
num_cat=0
split_feature=1429 156 1425 1426 1429 157 1429 1428 471 156 1446 16 474 474 12 15 13 157 49 157 1375 157 49 484 160 484 4 403 15 484
split_gain=9.46548e-07 2.65503e-06 1.29782e-06 1.87008e-06 1.42659e-06 2.37121e-06 2.32637e-06 1.09309e-06 1.52484e-06 1.70767e-06 2.21829e-06 4.73241e-06 1.24761e-06 3.20385e-06 2.55223e-06 3.27619e-06 2.54921e-06 1.65785e-06 7.98163e-06 5.66519e-06 4.13282e-06 4.29382e-06 2.5027e-06 1.5816e-06 3.72084e-06 3.43844e-06 1.3571e-05 9.35345e-06 6.09271e-06 3.24662e-06
threshold=-0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 -0.079324999999999993 -0.0091799999999999989 -0.054654999999999988 0.087445000000000009 0.10338500000000002 -0.092624999999999985 0.11353000000000001 -0.029084999999999996 0.091180000000000011 0.088710000000000011 0.091930000000000012 -0.011859999999999997 -0.070999999999999994 -0.087424999999999989 0.0093850000000000027 -0.086394999999999986 -0.15308499999999997 -0.083944999999999978 -0.0087849999999999977 -0.10156 0.0030550000000000004 -0.081614999999999979 -0.085594999999999991 -0.55327499999999985 -0.0092699999999999987 -0.078424999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 8 9 -8 12 -12 13 17 15 16 -14 18 22 -19 -21 -22 -11 24 -23 26 -25 -27 -28 -29
right_child=1 -3 -4 -5 6 -7 7 -9 -10 10 11 -13 14 -15 -16 -17 -18 19 -20 20 21 23 -24 25 -26 27 28 29 -30 -31
leaf_value=-2.0669215004173483e-05 -7.8343448975018061e-07 3.6464020668063312e-05 -2.3252557730302216e-05 3.0570926955988401e-05 3.4182675117335753e-05 -4.3520725199641674e-05 -2.6575355650493294e-05 2.216934241335945e-05 -2.705430681219566e-05 2.5362305589651717e-05 5.6459935339738708e-05 -1.15087051926821e-05 -2.1048991406796385e-05 3.0382289675929187e-05 1.198696523912273e-05 -4.6786263206301774e-05 2.3263338698598093e-05 4.7774171165656302e-05 -5.782360362494339e-05 -3.3239932961166504e-05 3.7413032060290026e-05 4.3095892322396271e-05 -1.388671839208655e-05 -7.6224828585666206e-05 1.4094945830133291e-06 6.6606261784077765e-05 -1.661636564720192e-05 -3.9577150103771905e-05 4.7412162364154307e-05 -7.4816489993202128e-08
leaf_weight=22 37 20 24 20 20 20 24 22 21 33 21 20 37 35 37 29 20 25 28 37 31 28 32 29 91 21 42 21 23 2251
leaf_count=22 37 20 24 20 20 20 24 22 21 33 21 20 37 35 37 29 20 25 28 37 31 28 32 29 91 21 42 21 23 2251
internal_value=0 1.46732e-07 -8.91711e-08 9.27999e-08 -1.08044e-07 -1.5779e-05 1.91903e-07 -3.79198e-08 -2.04323e-07 -1.08926e-08 2.09636e-07 2.33045e-05 -1.22606e-07 3.21746e-07 -9.97423e-06 -1.94226e-05 -5.50081e-06 -6.90855e-08 -1.3188e-05 4.00347e-07 -5.97719e-08 4.24133e-07 6.03971e-06 -3.34315e-08 1.12181e-05 -5.94356e-07 -1.93397e-05 1.74095e-07 6.03988e-06 -4.39935e-07
internal_weight=0 3099 3079 3055 3035 57 2978 2958 2936 2915 2891 41 2850 2727 123 86 57 2692 93 2599 2574 2537 65 2506 119 2387 94 2293 65 2272
internal_count=3121 3099 3079 3055 3035 57 2978 2958 2936 2915 2891 41 2850 2727 123 86 57 2692 93 2599 2574 2537 65 2506 119 2387 94 2293 65 2272
is_linear=0
shrinkage=0.1


Tree=4436
num_leaves=31
num_cat=0
split_feature=1420 157 474 1429 474 132 394 1203 151 3 1429 150 151 16 43 13 0 447 456 456 456 151 456 124 40 12 481 13 481 1447
split_gain=1.08563e-06 1.91919e-06 1.02625e-06 2.57021e-06 1.4224e-06 9.82903e-07 6.46778e-06 6.32023e-06 1.03069e-06 4.49338e-06 1.64599e-05 1.09454e-05 5.87957e-06 5.71404e-06 7.66419e-06 5.33349e-06 2.05443e-06 1.43698e-06 1.40268e-06 3.74201e-06 3.18995e-06 2.92996e-06 2.80562e-06 2.71435e-06 1.92292e-06 1.61282e-06 1.6367e-06 9.77681e-06 3.48858e-06 8.29928e-06
threshold=0.056520000000000008 0.63397500000000007 -0.090834999999999985 -0.072014999999999982 -0.07636999999999998 -0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.088279999999999983 -0.086424999999999988 0.083725000000000008 0.10874500000000002 -0.10142999999999999 -0.011989999999999999 -0.10131 -0.085384999999999975 -0.14723999999999998 0.095485000000000014 0.091580000000000009 0.089235000000000023 0.10512000000000001 -0.085764999999999994 0.087485000000000021 -0.0066649999999999991 -0.24452499999999996 0.15120000000000003 -0.15265499999999996 -0.081224999999999978 -0.086484999999999992 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 8 -6 9 10 13 12 15 -7 -15 -11 -17 18 19 21 -20 23 24 -10 -23 26 27 -26 29 -28
right_child=-2 -3 4 -5 5 6 -8 -9 17 11 -12 -13 -14 14 -16 16 -18 -19 20 -21 -22 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-3.6519990443104268e-05 -2.1645650359341349e-05 3.1037849075801206e-05 2.6145895563309927e-05 6.1138545876723762e-06 -9.9434624690986352e-07 -2.3294869305541868e-05 5.4538533359860257e-05 -6.0021725178103222e-05 -1.5326074968801219e-06 -5.3332495372160342e-05 -9.0632563696999569e-05 8.6636945247846604e-05 4.1028435672320914e-05 -4.0261126705445353e-06 7.7920737315989336e-05 -1.5069817367475482e-05 2.2934467972046345e-05 -2.7174386996193793e-05 3.9402599752604689e-05 -3.9886538070277316e-05 -1.2563630887251791e-05 3.0768556680413891e-05 3.2310164317971577e-05 -5.1795355206455247e-05 -6.1685092048719521e-05 -2.7959400508085051e-05 7.6283358930595574e-05 2.8655978783954988e-05 -3.2251388964770086e-07 -6.8795430706813937e-06
leaf_weight=26 23 20 21 31 195 29 22 20 22 20 20 20 34 25 21 25 33 20 27 24 21 20 27 21 25 21 20 23 2235 30
leaf_count=26 23 20 21 31 195 29 22 20 22 20 20 20 34 25 21 25 33 20 27 24 21 20 27 21 25 21 20 23 2235 30
internal_value=0 1.60699e-07 -3.99326e-08 -1.33332e-05 2.10883e-07 2.9338e-08 5.32261e-07 -6.48527e-06 1.02243e-07 6.55783e-06 -1.00265e-05 1.84935e-05 6.32508e-06 1.14684e-05 3.33844e-05 -8.80202e-06 6.55331e-06 -4.75603e-07 -2.63371e-07 -5.92656e-07 1.66674e-05 -2.06792e-07 2.56568e-07 -2.60795e-05 -1.07984e-07 -3.70316e-07 -1.21979e-07 -1.83967e-05 2.61909e-07 2.63856e-05
internal_weight=0 3098 3078 57 3021 3000 2785 215 2763 227 95 132 112 75 46 78 58 2536 2516 2468 48 2444 2401 43 2374 2354 2333 48 2285 50
internal_count=3121 3098 3078 57 3021 3000 2785 215 2763 227 95 132 112 75 46 78 58 2536 2516 2468 48 2444 2401 43 2374 2354 2333 48 2285 50
is_linear=0
shrinkage=0.1


Tree=4437
num_leaves=31
num_cat=0
split_feature=130 10 39 40 2 45 156 475 46 1428 471 152 40 13 15 15 9 4 15 15 402 9 15 132 1 1185 393 0 2 52
split_gain=9.97382e-07 2.44753e-06 3.04763e-06 2.47942e-06 1.79244e-06 1.80138e-06 9.74958e-07 1.56019e-06 1.0741e-06 1.78126e-06 1.21806e-06 3.33613e-06 1.13384e-06 1.78635e-06 1.43802e-06 1.62717e-05 7.20677e-06 7.60488e-06 2.18205e-05 1.67704e-05 6.1821e-06 4.79784e-06 2.55724e-06 2.28218e-06 2.54407e-05 1.49908e-05 7.76479e-06 2.10214e-06 2.14091e-06 3.82497e-06
threshold=-0.23647499999999996 -0.38124499999999995 0.086505000000000012 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 0.3248100000000001 0.13528000000000004 0.084955000000000017 -0.071779999999999997 0.10338500000000002 0.083555000000000004 0.051255000000000002 -0.013634999999999998 -0.10203999999999998 -0.099734999999999976 -1.0000000180025095e-35 0.053180000000000012 -0.11033999999999998 -0.11345499999999999 0.095140000000000016 0.08925000000000001 -0.13578499999999996 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.10483000000000002 -0.09595999999999999 0.084715000000000013 0.089575000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 8 9 -7 11 12 14 -14 16 -16 -11 18 22 20 -19 23 27 24 26 -25 -17 -18 -29 -30
right_child=1 3 -4 4 -6 6 -8 -9 -10 10 -12 -13 13 -15 15 21 17 19 -20 -21 -22 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=-2.2259721999944306e-05 -2.1926597972716472e-06 -3.4424481799803851e-05 5.2351484919199725e-05 -3.0059481068747122e-05 2.9169371399413127e-05 -2.6268848053125391e-05 -2.0457619646786834e-05 2.7371204210101583e-05 1.5895157282232373e-05 5.1127916628956887e-05 -2.3417055374672847e-05 3.6573583056451749e-05 -2.8990694753354931e-07 -3.5599490278716824e-05 -8.6401449450270528e-05 4.1902394731494552e-06 -3.2137270674866161e-05 8.833073531941666e-06 -0.00010833450763088463 8.6585156990353157e-05 -4.4715797325049308e-05 4.7588502379117669e-05 2.9940909379270716e-05 -8.5366285860627184e-05 0.00010163315592553074 -4.584719229044975e-07 -6.0745090563200807e-05 -2.6417236458655683e-05 3.5502916222564337e-05 -1.8700587647997409e-05
leaf_weight=20 21 21 20 20 21 26 23 21 42 32 22 25 38 23 22 113 25 212 22 27 24 21 23 21 26 2115 22 20 30 23
leaf_count=20 21 21 20 20 21 26 23 21 42 32 22 25 38 23 22 113 25 212 22 27 24 21 23 21 26 2115 22 20 30 23
internal_value=0 1.4357e-07 2.44142e-05 -1.81625e-07 5.49988e-08 -1.47586e-07 5.19593e-08 2.10521e-07 1.74354e-08 -2.1157e-07 2.318e-08 2.03238e-07 -1.17037e-07 -1.36034e-05 1.79099e-07 -8.05242e-07 5.43791e-06 1.83673e-06 -1.67239e-05 1.19286e-05 3.38743e-06 7.14648e-09 -6.74513e-08 -4.27859e-07 1.10532e-05 -1.29324e-06 -6.39181e-06 -7.11023e-06 1.46067e-06 1.19806e-05
internal_weight=0 3101 41 3060 3039 3018 2998 2975 2954 2912 2886 2864 2839 61 2778 2340 438 406 143 263 236 2318 121 2297 161 2136 135 98 73 53
internal_count=3121 3101 41 3060 3039 3018 2998 2975 2954 2912 2886 2864 2839 61 2778 2340 438 406 143 263 236 2318 121 2297 161 2136 135 98 73 53
is_linear=0
shrinkage=0.1


Tree=4438
num_leaves=31
num_cat=0
split_feature=393 403 1446 1446 394 42 42 4 42 42 1456 42 1447 1447 480 160 43 2 40 16 40 0 15 0 43 0 15 160 160 15
split_gain=1.14387e-06 7.49759e-06 9.89959e-07 1.31971e-06 9.58874e-07 1.13991e-06 7.45942e-06 1.97316e-05 6.88629e-06 4.93733e-06 4.03689e-06 2.35469e-05 5.75549e-06 5.17605e-06 4.28581e-06 4.36533e-06 3.03665e-06 8.71346e-06 4.08169e-06 4.53918e-06 4.43691e-06 4.00091e-06 7.50689e-06 6.15576e-06 3.12983e-06 4.45416e-06 4.30046e-06 3.45231e-06 5.52424e-06 4.10377e-06
threshold=0.10856500000000001 -0.074254999999999988 0.11655500000000001 0.10734500000000001 -0.15150999999999998 0.087505000000000013 0.086950000000000013 -0.078629999999999992 0.087745000000000004 0.086730000000000015 0.085790000000000019 0.091205000000000008 -0.084334999999999979 -0.080594999999999986 0.11387000000000001 -0.53908999999999996 -0.23714499999999997 0.090425000000000019 -0.080884999999999985 -0.5224049999999999 -0.07632499999999999 -0.087084999999999982 0.087260000000000018 -0.085804999999999979 0.066275000000000014 -0.084269999999999984 -0.028889999999999996 -0.079009999999999983 -0.059339999999999997 0.11728000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 9 -8 -7 -6 12 -12 -10 -14 15 -15 17 -17 -18 -20 -21 22 -22 -23 25 -25 -26 -27 -29 -30
right_child=1 -3 -4 -5 5 8 7 -9 10 -11 11 -13 13 14 -16 16 18 -19 19 20 21 23 -24 24 26 27 -28 28 29 -31
leaf_value=-1.7236204863972187e-05 4.4152475983895731e-05 -3.2282338984909336e-05 -1.6512231495407588e-05 1.8976852862174888e-05 7.7106764850053218e-07 -5.0032250486159082e-05 0.00011691486295603681 -6.9672803571544751e-06 4.6530709495038116e-05 -4.9177194346157189e-05 -0.00010405027221523875 3.1439345943438421e-05 -5.0258397060956453e-05 -4.7258825125027217e-05 4.5740229179500605e-05 -2.0178360261438468e-05 -3.0637542120328166e-05 6.9876785313350746e-05 3.6633236595662312e-05 4.5121312414266871e-05 -6.9310035193946258e-06 4.9912261876670528e-05 -6.579286861884052e-05 -4.5370761597496312e-05 -5.9497230736837997e-06 2.3327960237414422e-05 5.4561650688850459e-05 -4.1095715238731609e-05 -3.4091474371599089e-06 3.9445989690041948e-05
leaf_weight=33 33 21 37 36 1887 30 20 36 26 20 23 29 21 20 20 21 45 22 33 20 130 25 26 24 24 51 23 37 324 24
leaf_count=33 33 21 37 36 1887 30 20 36 26 20 23 29 21 20 20 21 45 22 33 20 130 25 26 24 24 51 23 37 324 24
internal_value=0 1.44278e-05 -2.54039e-07 -5.55066e-08 -2.84353e-07 -9.54262e-08 1.30358e-06 3.72763e-05 -2.84719e-06 2.47226e-07 -1.38484e-06 -2.84888e-05 1.5381e-07 -1.20102e-06 -1.55146e-08 -1.09339e-06 2.03736e-08 2.58964e-05 -1.39523e-06 3.80615e-07 -1.30913e-06 -2.65885e-06 -1.67413e-05 1.4706e-06 -9.18046e-07 -3.42951e-06 2.36622e-05 -1.12082e-06 -4.35948e-06 -4.53621e-07
internal_weight=0 54 3067 3030 2994 2961 1963 56 998 1907 968 52 916 890 869 849 829 43 786 741 708 688 156 532 507 460 47 436 385 348
internal_count=3121 54 3067 3030 2994 2961 1963 56 998 1907 968 52 916 890 869 849 829 43 786 741 708 688 156 532 507 460 47 436 385 348
is_linear=0
shrinkage=0.1


Tree=4439
num_leaves=31
num_cat=0
split_feature=1453 132 1185 1203 158 1452 2 1453 1447 481 0 1456 403 47 0 1 13 47 1 401 42 402 2 12 1371 49 133 157 474 15
split_gain=1.10672e-06 1.075e-06 8.1153e-06 3.12342e-06 9.28861e-07 1.69611e-06 1.14305e-06 3.84419e-06 3.5731e-06 3.46266e-06 1.13712e-05 7.05706e-06 4.80288e-06 3.57466e-06 1.84352e-05 1.12032e-05 2.07868e-05 6.88594e-06 5.16503e-06 3.73421e-06 6.04721e-06 4.01894e-06 3.88723e-06 9.77999e-06 7.16378e-06 5.37184e-06 6.29879e-06 6.17672e-06 1.23708e-05 3.47235e-06
threshold=-0.15520499999999995 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.47356499999999996 -0.069739999999999983 0.088125000000000023 -0.079219999999999985 0.0071200000000000005 -0.087424999999999989 -0.086554999999999979 0.090820000000000026 -0.54448499999999989 0.092165000000000011 -0.10224499999999999 0.092945000000000014 -0.080759999999999985 0.088915000000000008 0.10708500000000001 -0.46360499999999999 0.11603500000000001 0.12629000000000004 0.087545000000000026 0.084405000000000022 0.083235000000000017 0.08610000000000001 0.085265000000000021 -0.085474999999999982 0.085860000000000006 -0.072289999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -4 -6 7 -7 -8 10 -9 12 -11 17 -15 16 -16 19 -17 -14 21 22 24 -24 25 27 -27 28 -21 -20
right_child=1 2 4 -5 5 6 8 9 -10 11 -12 -13 13 14 15 18 -18 -19 29 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.3448114120583341e-05 -2.0474726714326737e-06 6.2605639409628653e-05 1.8337331091190987e-05 -3.7775744223316522e-05 -2.4456171195197386e-05 3.46239890051139e-05 -2.3458959000416493e-06 1.8300407810461515e-05 3.3723841190586814e-05 -3.5490224001264058e-05 -7.1375029276492363e-05 5.7478939403233168e-05 -3.7194535037666688e-05 -8.0521667427314205e-05 -8.1033727369548149e-06 -6.2870658621250189e-05 0.00012109568560845219 5.8889842773129683e-05 2.9739337202272511e-05 1.6285739531502423e-05 4.7221484436477112e-05 -3.0231642044132712e-05 8.039459049620707e-05 1.349766854237176e-06 -5.5281050758605409e-05 -2.1438543468399946e-06 6.9697746284173964e-05 3.9706284247110345e-06 -9.2380963815230649e-05 -2.2229075381750995e-05
leaf_weight=20 194 21 28 28 28 36 1434 31 28 34 26 23 22 31 33 20 20 23 20 22 32 35 23 49 21 23 26 734 20 36
leaf_count=20 194 21 28 28 28 36 1434 31 28 34 26 23 22 31 33 20 20 23 20 22 32 35 23 49 21 23 26 734 20 36
internal_value=0 1.5123e-07 6.68251e-07 -6.55374e-06 2.13148e-07 3.38272e-08 2.78552e-07 2.38825e-06 -1.65509e-06 1.4983e-06 -2.26042e-05 2.60002e-06 1.5688e-06 2.62763e-06 -1.12784e-05 5.36147e-06 4.0651e-05 4.78779e-06 -1.92483e-05 3.55209e-06 4.46217e-06 3.02639e-06 4.29439e-06 2.66002e-05 2.39603e-06 3.86417e-06 3.59762e-05 1.83648e-06 -3.54603e-05 -3.66893e-06
internal_weight=0 3101 2879 222 2858 2830 2802 1340 1462 1304 57 1247 1224 1190 160 129 53 1030 76 1007 985 953 918 72 846 825 49 776 42 56
internal_count=3121 3101 2879 222 2858 2830 2802 1340 1462 1304 57 1247 1224 1190 160 129 53 1030 76 1007 985 953 918 72 846 825 49 776 42 56
is_linear=0
shrinkage=0.1


Tree=4440
num_leaves=31
num_cat=0
split_feature=130 12 394 128 401 401 16 1209 15 15 1453 1 1 128 1 13 160 1 1210 3 43 1 1212 483 160 160 1374 1456 16 15
split_gain=9.85454e-07 2.73749e-06 9.70458e-07 9.46299e-07 1.14359e-06 1.43627e-06 4.14801e-06 2.27816e-06 1.12361e-06 1.08847e-06 1.13378e-06 1.17247e-06 5.76375e-06 4.11657e-06 4.46365e-06 6.96164e-06 1.10546e-05 5.83185e-06 3.69264e-06 3.5743e-06 3.1453e-06 1.39932e-05 5.25701e-06 4.11637e-06 3.41951e-06 5.73552e-06 3.14647e-06 2.80687e-06 4.6313e-06 4.34465e-06
threshold=-0.23647499999999996 0.23631000000000002 0.15288500000000002 0.11596500000000001 0.13837000000000002 0.11769000000000002 -0.082039999999999988 -0.093169999999999989 0.089595000000000022 0.23208000000000004 -0.087504999999999986 0.080270000000000022 0.077845000000000011 0.10551000000000001 0.085475000000000009 -0.08971999999999998 -1.0000000180025095e-35 0.086105000000000015 -0.0087899999999999975 0.084940000000000015 0.062770000000000006 0.094825000000000007 0.091580000000000009 -0.096724999999999992 0.11205000000000002 0.10580000000000002 0.097240000000000007 -0.074164999999999995 -0.013024999999999998 0.11842000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -5 10 -9 12 -12 14 15 -13 19 -16 -19 -17 22 -22 23 -20 25 26 27 28 -25 -29
right_child=1 -3 -4 8 -6 6 -8 9 -10 -11 11 13 -14 -15 17 16 -18 18 20 -21 21 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-2.2126218846096892e-05 -3.3811253306339498e-05 3.5292196902115727e-05 1.9129569829181913e-05 7.7018552204848422e-07 -2.3870632385296632e-05 4.8458607204298936e-05 -7.5909373868677398e-06 -1.7753345668501829e-05 -2.8355603080854053e-05 2.1722875823362977e-05 1.1385526989216793e-06 1.9883422774000794e-05 4.6149982696384737e-05 4.1847344047190362e-05 4.7589227938260593e-05 1.4326555537991226e-05 -0.00010381732247878972 -3.4681121389760794e-05 -4.1777083890792713e-05 -4.4084362743888048e-05 -9.0734842947475577e-05 1.4857321009218905e-06 4.2323764099474551e-05 -1.0088335129694316e-05 3.6649840330937879e-05 -5.2500776179104356e-05 3.8611052581299666e-05 -3.5045073053231173e-07 5.640067055620338e-05 -3.7321344687811555e-05
leaf_weight=20 20 22 26 27 20 23 31 36 26 23 1496 25 29 21 24 22 20 34 24 20 21 76 29 20 25 21 21 864 22 33
leaf_count=20 20 22 26 27 20 23 31 36 26 23 1496 25 29 21 24 22 20 34 24 20 21 76 29 20 25 21 21 864 22 33
internal_value=0 1.42703e-07 -1.08447e-07 -2.72282e-07 -3.82753e-08 1.21673e-07 1.6282e-05 -1.76569e-07 -1.35179e-05 5.49149e-08 -1.17948e-07 1.0505e-07 1.99451e-06 -2.07454e-06 -2.78351e-06 -2.4664e-05 -4.26266e-05 -1.21547e-06 -2.19976e-06 -1.34882e-05 -1.24443e-06 -1.84795e-05 3.34235e-07 -8.47994e-07 1.28445e-07 -8.02273e-07 3.28632e-07 -5.27525e-07 2.47392e-05 -1.71058e-06
internal_weight=0 3101 3079 3053 3000 2980 54 2926 53 2906 2883 2847 1525 1322 1301 87 62 1214 1190 42 1156 97 1059 1030 1006 981 960 939 42 897
internal_count=3121 3101 3079 3053 3000 2980 54 2926 53 2906 2883 2847 1525 1322 1301 87 62 1214 1190 42 1156 97 1059 1030 1006 981 960 939 42 897
is_linear=0
shrinkage=0.1


Tree=4441
num_leaves=31
num_cat=0
split_feature=1213 1212 1211 4 4 132 50 1211 52 15 12 15 1212 1212 1213 1212 12 1213 1213 1212 1213 401 12 0 1213 1213 401 1210 390 160
split_gain=9.29366e-07 1.25537e-06 4.51944e-06 4.12818e-06 9.00544e-06 1.34726e-06 8.16379e-06 3.48481e-06 3.73963e-06 1.88182e-06 1.52325e-06 2.86455e-06 1.44154e-06 8.61731e-06 6.89193e-06 4.45522e-06 4.40823e-06 1.57024e-06 1.3174e-05 8.39581e-06 1.26108e-05 8.19401e-06 7.40265e-06 4.72592e-06 2.74005e-06 2.30624e-06 4.37436e-06 4.35142e-06 1.83079e-06 1.50257e-06
threshold=0.51370000000000016 0.11796000000000001 0.11048500000000001 -0.07533999999999999 -0.077999999999999986 -0.083284999999999984 0.09227500000000001 0.087635000000000005 0.083680000000000018 0.092400000000000024 0.090165000000000009 -0.09551999999999998 0.087615000000000012 0.089125000000000024 -0.082994999999999985 0.087210000000000024 0.089300000000000004 -0.087969999999999979 -0.083944999999999978 -0.092474999999999988 -0.097649999999999987 0.113945 0.088795000000000013 -0.080869999999999984 -0.41627499999999995 -0.063509999999999997 -1.0000000180025095e-35 0.12347000000000001 0.087590000000000015 -0.54913999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 6 9 12 -9 10 -1 -12 15 -14 -15 17 -16 19 -19 22 24 25 -7 -24 -21 -20 -27 28 29 -28
right_child=-2 3 -4 -5 -6 7 -8 8 -10 -11 11 -13 13 14 16 -17 -18 18 21 20 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-3.0577990618014258e-06 2.1487333979166581e-05 1.2938315403516756e-05 4.0899647508383543e-05 1.4107871182263369e-05 -8.1958669334198937e-05 4.4911972044418865e-05 -5.9257418201418155e-05 6.0037089660909259e-05 4.2127156363373316e-06 -2.7691117297350008e-05 -8.6156718928329862e-06 3.9995114716644088e-05 -6.3152045018796343e-05 4.1795320583098088e-05 -3.7609555843468677e-05 4.7434682310267822e-05 1.0574756226953863e-05 7.9536417684894761e-05 2.8085958692827266e-05 1.5794373363557195e-05 -0.00010256914236833836 -6.2204542536208114e-05 -4.8721831973352892e-05 1.4252804129892656e-05 -3.1509998399997129e-05 -4.0607258307108382e-05 1.8201794955530203e-05 4.5953276258799072e-05 2.4366359301923019e-05 -4.5786956297114086e-07
leaf_weight=109 20 20 27 31 20 37 27 20 30 22 22 27 25 31 39 20 37 21 30 24 20 21 22 26 25 26 44 21 31 2246
leaf_count=109 20 20 27 31 20 37 27 20 30 22 22 27 25 31 39 20 37 21 30 24 20 21 22 26 25 26 44 21 31 2246
internal_value=0 -1.38579e-07 1.69416e-07 -1.32826e-05 -3.45102e-05 -1.9679e-07 -7.98131e-06 3.79532e-07 2.65425e-05 -2.89896e-07 3.52546e-06 1.81699e-05 -9.68508e-08 -1.02928e-05 2.05746e-06 4.18019e-07 -1.41514e-05 5.55154e-08 6.73623e-07 -9.73787e-06 -3.56532e-05 -1.10068e-08 1.12992e-05 -1.46106e-05 -8.34051e-06 5.33641e-07 1.84582e-07 6.37438e-07 2.27428e-07 -9.93433e-08
internal_weight=0 3101 3030 71 40 3003 207 2796 50 180 158 49 2746 132 107 2614 76 2594 2440 154 69 2419 85 48 49 2398 2368 2342 2321 2290
internal_count=3121 3101 3030 71 40 3003 207 2796 50 180 158 49 2746 132 107 2614 76 2594 2440 154 69 2419 85 48 49 2398 2368 2342 2321 2290
is_linear=0
shrinkage=0.1


Tree=4442
num_leaves=31
num_cat=0
split_feature=132 15 393 50 52 394 1184 1186 0 12 130 129 391 1185 1185 3 129 1210 1454 0 133 15 52 0 148 2 12 2 150 16
split_gain=1.08673e-06 2.6687e-05 1.4414e-05 5.417e-06 1.37182e-06 1.03845e-06 3.45159e-06 1.07121e-06 1.14229e-06 1.20961e-06 2.24237e-06 1.12285e-06 2.56353e-06 1.15864e-06 2.41701e-06 1.26235e-06 3.61422e-06 3.97851e-06 3.16523e-06 2.9074e-06 5.62678e-06 2.83149e-06 3.67697e-06 4.18886e-06 2.83507e-06 3.25151e-06 4.62337e-06 8.53392e-06 3.62107e-06 3.6464e-06
threshold=-0.083284999999999984 0.091915000000000011 0.12679500000000002 0.09227500000000001 0.090645000000000017 -0.11103499999999998 0.088760000000000019 0.090275000000000008 0.22582000000000002 0.23631000000000002 -0.22461999999999996 0.11234000000000001 -1.0000000180025095e-35 0.088895000000000016 0.085905000000000009 -0.094874999999999987 0.086095000000000019 -0.0084249999999999985 0.11562500000000002 0.10455500000000001 0.086910000000000015 0.10347000000000002 0.084240000000000023 -0.010949999999999998 -0.081784999999999983 0.116525 0.098330000000000015 0.10882500000000002 0.081835000000000019 -0.10850999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 -2 7 8 9 10 -7 12 -12 14 15 16 17 -14 19 -17 -21 22 24 -24 -19 26 27 28 29 -26
right_child=2 -3 -4 -5 -6 6 -8 -9 -10 -11 11 -13 13 -15 -16 18 -18 21 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-3.3354506403493936e-06 1.6952122286460912e-05 0.00010190119136224824 -8.5113612294662749e-05 -4.9449424259364613e-05 2.2054722154280171e-05 3.3704975649015979e-05 -4.1535471409588355e-05 2.2655248003069401e-05 -2.2711414852561906e-05 -2.4339353640243647e-05 -3.5752793628489599e-05 2.2600013240166434e-05 -2.9982491126117695e-05 -2.2674067126486492e-05 3.3378280435995712e-05 5.9911150794872752e-08 3.5310588918946452e-05 3.479641721545098e-05 -3.5574928037581585e-05 -6.5227090690314082e-05 5.324581402769232e-06 -3.1371628556371436e-05 1.0678486881732641e-05 6.0188673349330206e-05 3.7475938609594036e-05 2.5450943449775364e-05 1.886949866941125e-05 -7.5619041563186333e-05 -4.5288602923392321e-05 -7.4917409788213272e-06
leaf_weight=143 36 26 20 25 25 20 20 21 22 20 20 22 35 22 22 2134 36 24 26 20 26 20 54 25 22 39 56 20 20 100
leaf_count=143 36 26 20 25 25 20 20 21 22 20 20 22 35 22 22 2134 36 24 26 20 26 20 54 25 22 39 56 20 20 100
internal_value=0 6.79267e-06 -5.1261e-07 -6.01988e-06 4.42849e-07 7.44893e-08 -1.39001e-07 1.53967e-07 -1.44916e-08 1.64931e-07 3.42305e-07 9.90484e-08 -8.28779e-08 1.81246e-07 3.68934e-07 9.56163e-08 4.9163e-06 2.27969e-06 -8.89937e-07 -4.76263e-07 -2.53501e-05 5.25121e-06 7.28581e-06 2.63463e-05 1.92718e-06 -1.14233e-06 -5.89984e-06 -1.44621e-05 -5.84842e-06 6.17185e-07
internal_weight=0 219 2902 193 168 2882 2846 2826 2805 2783 2763 2743 2721 2701 2679 2657 451 415 2206 2180 46 380 360 79 281 257 218 162 142 122
internal_count=3121 219 2902 193 168 2882 2846 2826 2805 2783 2763 2743 2721 2701 2679 2657 451 415 2206 2180 46 380 360 79 281 257 218 162 142 122
is_linear=0
shrinkage=0.1


Tree=4443
num_leaves=31
num_cat=0
split_feature=402 1212 1208 1208 1208 1209 1209 1209 1209 402 12 402 3 133 42 391 129 402 43 1212 1210 1213 1213 1213 16 1186 43 132 15 394
split_gain=1.06935e-06 1.94078e-06 1.03618e-06 1.52194e-06 2.84557e-06 2.52268e-06 1.64237e-06 1.7237e-06 1.76613e-06 1.17662e-06 6.4744e-06 2.03609e-05 1.33242e-05 1.13455e-05 9.42524e-06 4.04919e-06 3.02437e-06 2.07508e-06 3.46552e-06 1.31026e-06 9.19367e-06 8.39457e-06 3.02166e-06 2.71206e-06 2.22746e-06 1.46735e-06 4.68023e-06 2.03879e-06 4.61885e-05 2.89725e-05
threshold=0.31278000000000006 0.15049500000000002 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.092099999999999987 -0.085894999999999985 -0.079679999999999987 -0.065739999999999979 0.10668000000000001 0.083715000000000026 0.11174500000000002 -0.078724999999999976 -0.088234999999999994 0.095405000000000004 -0.088134999999999977 -0.075474999999999987 0.094750000000000015 -0.00088499999999999983 -0.08867499999999999 -0.090009999999999993 -0.091914999999999983 -0.090324999999999989 -0.086394999999999986 -0.088394999999999987 -0.086894999999999986 -0.0090299999999999981 -0.083284999999999984 0.091650000000000023 0.090335000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -9 15 -11 -12 13 -13 -14 -10 -17 19 -19 21 -21 -18 24 -24 -22 26 -25 28 -27 -29
right_child=-2 -3 -4 -5 -6 6 7 8 9 10 11 12 14 -15 -16 16 17 18 -20 20 22 -23 23 25 -26 27 -28 29 -30 -31
leaf_value=3.565368882846087e-05 2.2489761215096918e-05 -3.0449530270613778e-05 -1.909509820896866e-05 2.192378395591277e-05 -3.6682463368855505e-05 -2.7847604689581901e-05 2.8765112646007244e-05 -2.8883323067843563e-05 -4.5066379789204804e-05 -3.9470190042424214e-05 9.8695098844473245e-05 1.3005639913899359e-05 8.9091046002067747e-05 -7.9677442870109064e-05 -6.8298907146007484e-06 3.6202642102422112e-05 -2.7696532267575756e-05 -3.7924177729564693e-05 1.3192259378532377e-05 -6.7643727816175671e-05 -2.1490435756277293e-07 5.7822204325930215e-05 -2.9448736199077347e-05 -5.9620879844313842e-06 4.3480101930981624e-05 -9.7417438337952194e-06 5.5002246226649732e-05 2.5027603268863238e-07 0.00015294102194275184 -0.0001206313361467437
leaf_weight=20 21 21 28 32 21 21 21 21 20 23 25 25 20 28 21 23 22 36 21 20 20 24 31 34 28 137 20 2297 20 20
leaf_count=20 21 21 28 32 21 21 21 21 20 23 25 25 20 28 21 23 22 36 21 20 20 24 31 34 28 137 20 2297 20 20
internal_value=0 -1.52352e-07 5.42867e-08 2.30027e-07 8.29532e-11 2.57032e-07 1.93111e-08 2.17216e-07 1.30248e-08 2.21197e-07 9.0995e-06 1.84869e-05 -2.84504e-06 -3.5959e-05 3.99608e-05 -2.33443e-07 9.22591e-08 -2.11968e-07 -1.90918e-05 1.90633e-07 -1.0234e-07 1.69219e-05 4.15814e-07 -5.04564e-08 2.52738e-05 3.10045e-07 1.66173e-05 -4.58938e-08 1.09822e-05 -7.93156e-07
internal_weight=0 3100 3079 3051 3019 2998 2978 2957 2936 2915 142 119 94 53 41 2773 2753 2730 57 2673 2627 46 2607 2559 48 2528 54 2474 157 2317
internal_count=3121 3100 3079 3051 3019 2998 2978 2957 2936 2915 142 119 94 53 41 2773 2753 2730 57 2673 2627 46 2607 2559 48 2528 54 2474 157 2317
is_linear=0
shrinkage=0.1


Tree=4444
num_leaves=31
num_cat=0
split_feature=132 393 15 1186 1213 403 403 2 16 52 10 0 9 15 2 1 15 3 47 2 1 1455 1429 4 1 16 51 16 3 4
split_gain=1.19602e-06 6.91983e-06 5.31881e-06 2.19414e-06 1.0693e-06 1.82642e-06 1.23898e-06 1.04329e-06 1.17717e-06 2.13196e-06 9.47062e-07 9.08184e-06 2.87782e-06 2.39791e-06 1.27408e-06 1.15793e-06 4.89292e-06 1.25026e-06 2.85062e-06 1.42248e-05 5.54554e-06 3.72133e-06 4.87002e-06 3.32573e-06 3.04567e-06 2.89684e-06 6.93969e-06 5.00712e-06 4.02896e-06 8.65662e-06
threshold=-0.083174999999999985 0.12069000000000002 0.092400000000000024 0.049580000000000006 0.086260000000000017 -0.088034999999999988 -0.081499999999999989 0.11585500000000001 -0.046599999999999996 0.084505000000000011 0.053330000000000009 -0.079829999999999998 0.08925000000000001 -0.091184999999999988 -0.033169999999999991 0.16540500000000002 -0.56020999999999987 -0.00083499999999999991 0.092165000000000011 0.081135000000000013 0.103565 0.0034400000000000008 -0.026244999999999997 -0.37944499999999992 0.08592000000000001 -0.087659999999999988 0.090050000000000005 -0.070454999999999976 0.088060000000000013 0.41257000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 -1 -7 8 9 -8 12 -12 14 -13 -2 16 -16 -18 19 -19 -20 22 -21 24 -24 26 28 -27 -25 -30
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 11 13 -14 -15 15 -17 17 18 20 21 -22 -23 23 25 -26 27 -28 -29 29 -31
leaf_value=-2.3587057678704352e-05 -1.8887653443796032e-05 5.7736871947002195e-05 -5.0524486199719834e-05 -3.2112463291663781e-05 2.1701363656726851e-05 2.6429947623303937e-05 -3.3155811373338413e-05 2.0235155698173916e-05 1.5857779562793439e-05 4.2440288234502077e-06 -6.4742139842234212e-05 -7.053426790142632e-06 3.0232110344741161e-05 3.7064082869164855e-05 -4.5795178598580055e-05 2.3704860879141572e-05 -4.3080532336855034e-07 8.1891433364944535e-05 -5.3204652668564052e-05 -4.2203781655795566e-05 5.2708459869873797e-06 4.5583415230794349e-05 5.8821132861339719e-05 3.5072451760242983e-05 5.9830662697398416e-06 -4.7640412744190793e-05 5.9466130490667035e-05 1.0006788973745036e-07 -4.193264551845676e-05 2.710571866373357e-05
leaf_weight=29 35 21 25 21 24 21 27 20 20 35 22 28 32 22 23 21 2252 25 23 24 55 20 20 24 24 28 24 102 42 32
leaf_count=29 35 21 25 21 24 21 27 20 20 35 22 28 32 22 23 21 2252 25 23 24 55 20 20 24 24 28 24 102 42 32
internal_value=0 5.41719e-07 -7.07407e-06 -1.56006e-06 2.0854e-06 -1.01186e-06 4.31075e-06 -2.43208e-07 -5.23793e-06 -1.2043e-05 1.24381e-07 -1.12002e-05 4.14961e-07 1.23583e-05 7.1e-08 3.13261e-07 1.32531e-07 5.24493e-07 5.38077e-06 9.08902e-06 -1.19719e-05 3.7359e-06 1.12043e-06 4.63321e-06 3.00004e-05 2.04021e-07 1.12716e-05 -1.01825e-05 -5.31115e-07 -1.20782e-05
internal_weight=0 2899 222 197 176 152 123 102 82 62 2878 72 2806 50 2774 2739 2718 2695 443 365 78 340 320 296 44 252 122 130 98 74
internal_count=3121 2899 222 197 176 152 123 102 82 62 2878 72 2806 50 2774 2739 2718 2695 443 365 78 340 320 296 44 252 122 130 98 74
is_linear=0
shrinkage=0.1


Tree=4445
num_leaves=31
num_cat=0
split_feature=132 394 15 1186 130 130 1186 129 11 483 12 158 158 482 158 51 51 10 4 0 403 51 51 133 51 1 129 2 130 2
split_gain=9.68778e-07 5.99091e-06 4.30824e-06 1.77725e-06 1.00059e-06 2.04229e-06 1.07613e-06 1.58311e-06 9.61287e-07 1.00699e-06 3.18369e-06 2.31757e-06 1.65056e-06 1.10754e-06 1.70955e-06 1.09754e-06 5.11221e-06 2.94673e-06 1.26157e-05 2.4636e-05 2.88585e-06 8.34087e-06 2.65903e-06 1.14844e-05 5.60995e-06 4.91869e-06 2.55467e-06 3.66463e-06 2.73555e-06 4.87458e-06
threshold=-0.083174999999999985 0.090335000000000013 0.092400000000000024 0.049580000000000006 -0.22699999999999995 -0.092879999999999976 -0.089559999999999987 -0.082304999999999975 0.106895 0.12325000000000001 0.094435000000000005 -0.47356499999999996 -0.46413499999999996 0.11117500000000001 -0.25150999999999996 0.094075000000000006 0.090560000000000015 -0.011559999999999999 0.053180000000000012 -0.10096999999999999 -0.0031149999999999997 0.096505000000000021 0.082455000000000014 0.0033250000000000003 0.045645000000000005 0.086105000000000015 0.10311000000000002 0.087545000000000026 -0.004729999999999999 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -6 -7 -8 9 11 -11 -9 -13 14 -14 16 17 18 -16 -20 -17 -22 24 25 26 -24 28 -28 29 -19
right_child=1 -3 -4 -5 5 6 7 8 -10 10 -12 12 13 -15 15 20 -18 22 19 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=1.8768568617650256e-06 -2.0758808007129755e-05 4.4212698459535119e-05 -4.547203696711222e-05 -2.8901212101031674e-05 2.4915403165240692e-05 -2.076229680096731e-05 2.5650304875550017e-05 3.1562487603640997e-05 2.1699879380321366e-05 -4.1611699618996408e-05 9.4637861995859303e-06 -2.8937191127624829e-05 -2.9455489875545028e-05 1.8104178530903126e-05 -6.7849934885089177e-05 -2.7857982035050597e-05 -3.7674329310853819e-05 -4.9290249804808787e-05 9.852857831901929e-05 -4.475440588066704e-05 6.7917150061641058e-05 3.3382522496016134e-06 -3.7864264013478535e-05 8.1433570656892188e-05 -4.6301049237976817e-05 2.6968147027549674e-05 5.590448461589403e-05 1.3379225265452988e-06 6.3622517091671462e-07 4.605830882711517e-07
leaf_weight=176 23 31 25 21 33 25 24 23 20 23 26 20 20 33 32 23 37 31 20 30 22 220 25 21 26 22 20 32 1983 54
leaf_count=176 23 31 25 21 33 25 24 23 20 23 26 20 20 33 32 23 37 31 20 30 22 220 25 21 26 22 20 32 1983 54
internal_value=0 4.87561e-07 -6.36666e-06 -1.40405e-06 1.49395e-08 1.82882e-07 -1.07365e-07 7.79146e-08 -1.44213e-07 -3.03484e-07 -1.45104e-05 -4.50803e-08 -3.17253e-07 -1.01335e-07 -3.30816e-07 -1.06608e-07 -7.99326e-07 -2.05086e-07 -1.88202e-05 1.25588e-05 5.99192e-06 9.20906e-06 4.84364e-07 1.99529e-05 -1.32533e-07 -7.51718e-06 4.33685e-07 2.23251e-05 -1.16776e-07 -1.76838e-05
internal_weight=0 2899 222 197 2868 2845 2812 2787 2763 2743 49 2694 2671 2651 2618 2598 2333 2296 82 50 265 242 2214 68 2146 47 2120 52 2068 85
internal_count=3121 2899 222 197 2868 2845 2812 2787 2763 2743 49 2694 2671 2651 2618 2598 2333 2296 82 50 265 242 2214 68 2146 47 2120 52 2068 85
is_linear=0
shrinkage=0.1


Tree=4446
num_leaves=31
num_cat=0
split_feature=12 130 50 132 1211 50 160 481 51 50 16 4 14 1452 0 51 51 50 50 50 403 42 403 393 484 159 2 484 484 3
split_gain=9.43233e-07 1.83364e-06 9.69304e-07 2.66885e-05 2.1776e-05 3.28741e-06 1.82723e-06 3.1558e-06 3.06291e-06 3.92874e-06 5.65059e-06 2.23764e-06 3.99929e-06 7.81811e-06 2.2082e-06 2.03763e-06 2.63197e-06 1.72904e-06 7.73949e-06 5.21629e-06 2.56364e-06 6.76296e-06 2.90409e-06 2.27793e-06 1.6677e-06 3.36848e-06 2.99829e-06 8.04394e-06 2.75232e-06 2.3529e-06
threshold=0.23631000000000002 -0.22461999999999996 0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.094500000000000015 -0.090764999999999985 -0.022094999999999997 -0.026084999999999994 0.10917 -0.074319999999999983 -0.023539999999999995 -0.31455999999999995 1.0000000180025095e-35 -0.067624999999999977 -0.016074999999999996 0.11381000000000001 0.090630000000000016 0.089915000000000009 0.09227500000000001 -0.53960999999999981 0.091205000000000008 -0.53255499999999989 0.11170000000000001 -0.093244999999999981 -0.45371999999999996 0.083585000000000007 -0.22808999999999999 -0.088654999999999998 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 17 7 -5 -8 10 -10 14 -13 -14 -11 -9 -17 18 20 -19 21 -3 -22 24 26 -26 -24 29 -27 -28
right_child=-2 2 3 4 -6 -7 8 15 9 11 -12 12 13 -15 -16 16 -18 19 -20 -21 22 -23 23 -25 25 28 27 -29 -30 -31
leaf_value=2.6095998156152848e-05 -2.017621162572734e-05 -1.5494760470270802e-05 0.00011159550012135614 -4.1010828620831796e-05 -0.00010066120162913909 -3.1222647022722028e-05 -1.9575432247620483e-05 2.9313173754850316e-05 1.98020975474833e-06 3.8397848966896761e-05 5.9013582851644294e-05 3.0992881459366927e-05 8.2480980181212799e-06 -6.5620535568324049e-05 -1.7363446344321485e-06 -3.5308869081001664e-05 4.6302297574363893e-06 4.774434774584994e-05 -6.1216658789254287e-05 -1.2270029037608766e-05 -3.8724200503565957e-05 4.9209143284575214e-05 -1.4333686667936599e-05 -3.1121292689325246e-05 -3.4063222192344258e-05 -3.7268493451847467e-05 2.3411237274418595e-05 6.400152762016033e-05 -8.0633738779783734e-09 -1.5842795373582458e-05
leaf_weight=27 23 30 22 21 21 35 32 21 32 29 38 21 38 23 26 22 66 28 21 30 20 35 34 24 30 20 26 29 2260 37
leaf_count=27 23 30 22 21 21 35 32 21 32 29 38 21 38 23 26 22 66 28 21 30 20 35 34 24 30 20 26 29 2260 37
internal_value=0 1.49782e-07 -7.83357e-08 4.43503e-06 -1.60992e-06 -7.77661e-07 4.02715e-06 -5.51424e-06 9.21702e-06 1.3668e-05 3.29412e-05 3.82043e-06 -6.64627e-06 -1.9604e-05 1.94253e-05 1.32456e-06 -5.35454e-06 -3.71574e-07 -7.57502e-07 1.67024e-05 -2.58625e-07 1.93458e-05 -7.7245e-07 -4.639e-07 -1.61856e-07 -7.72939e-07 1.10413e-05 2.04191e-05 -3.34909e-07 3.57282e-07
internal_weight=0 3098 3071 412 390 2659 369 130 239 207 70 137 82 61 55 109 88 2624 2566 58 2545 65 2480 2460 2436 2310 126 92 2280 63
internal_count=3121 3098 3071 412 390 2659 369 130 239 207 70 137 82 61 55 109 88 2624 2566 58 2545 65 2480 2460 2436 2310 126 92 2280 63
is_linear=0
shrinkage=0.1


Tree=4447
num_leaves=31
num_cat=0
split_feature=132 1185 15 1 0 132 1208 2 1209 3 1209 401 403 0 1209 1210 1212 1212 1211 401 12 402 1209 403 52 4 130 52 42 3
split_gain=1.05277e-06 5.70457e-06 3.31426e-06 1.5449e-06 3.49077e-06 1.2288e-06 1.11341e-06 6.05599e-06 2.23415e-06 8.90771e-06 1.58844e-06 1.60769e-06 1.53121e-06 1.5555e-05 5.09611e-06 1.75903e-06 1.37722e-06 3.71854e-06 3.41301e-06 2.68221e-06 7.66277e-06 3.66902e-06 1.71577e-06 1.06573e-06 6.25247e-06 6.81716e-06 6.37207e-06 8.23984e-06 5.56475e-06 5.26248e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.088135000000000005 -0.082284999999999983 -0.085099999999999981 0.10383000000000002 0.09358000000000001 -0.087714999999999987 -0.082334999999999978 0.10691500000000002 0.13274500000000003 -0.52800499999999995 -0.086234999999999992 -0.069599999999999981 -0.094799999999999982 0.10321500000000002 0.11579500000000002 0.11789500000000001 -1.0000000180025095e-35 0.097325000000000009 -0.42321999999999993 0.091045000000000001 -0.082599999999999993 0.086450000000000013 -0.081609999999999988 0.08610000000000001 0.008405000000000001 0.088465000000000002 -0.087614999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 8 -8 9 -3 11 12 13 -10 -14 -16 19 -18 -19 20 -17 -21 23 24 26 29 27 28 -23 -26
right_child=1 6 -4 4 -6 -7 7 -9 10 -11 -12 -13 14 -15 15 16 17 18 -20 21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-9.5527256380591996e-07 5.2438784595800657e-05 7.064300256648234e-05 -4.0935860819445226e-05 -4.3891074950806795e-05 8.9541698980610817e-06 2.4673773590290116e-05 -3.8344389193096307e-05 3.0286604247180548e-05 3.5787899287242907e-05 -1.6195469275030686e-05 2.8116407338529826e-05 -2.3588553831986841e-05 5.0710670775515618e-05 -7.0591107423415109e-05 2.4535634107952976e-05 -6.5995754772776987e-05 4.2134624644469504e-05 -3.323148551068946e-05 1.7032925866910123e-05 3.5174102024406046e-05 1.2551686606659334e-05 1.4756991164423367e-05 -2.7789180603576827e-05 2.7499945582184907e-07 -2.0943896215612769e-05 5.6969185481711036e-06 -4.6086205511528536e-05 6.2052166426188458e-05 -4.5185155440343636e-05 -9.2618008827793395e-05
leaf_weight=125 21 21 25 25 25 22 36 20 28 27 20 29 20 27 29 23 28 22 35 29 27 59 23 2236 20 29 20 28 21 21
leaf_count=125 21 21 25 25 25 22 36 20 28 27 20 29 20 27 29 23 28 22 35 29 27 59 23 2236 20 29 20 28 21 21
internal_value=0 5.08233e-07 -6.63696e-06 -2.28431e-06 -1.74685e-05 2.88037e-06 1.29309e-07 -1.38333e-05 4.06385e-07 2.17964e-05 3.62626e-08 -1.6766e-07 8.15899e-08 -1.64345e-05 4.21809e-07 4.22708e-08 -2.28735e-07 1.22921e-05 -2.36737e-06 -6.48401e-07 -2.35801e-05 -1.87183e-07 -6.04553e-07 -3.47673e-07 -7.37947e-06 -3.14092e-05 5.7618e-06 1.53633e-05 -9.77822e-07 -5.7655e-05
internal_weight=0 2899 222 197 50 147 2878 56 2822 48 2774 2754 2725 55 2670 2650 2621 85 57 2536 50 2486 2457 2434 198 70 128 108 80 41
internal_count=3121 2899 222 197 50 147 2878 56 2822 48 2774 2754 2725 55 2670 2650 2621 85 57 2536 50 2486 2457 2434 198 70 128 108 80 41
is_linear=0
shrinkage=0.1


Tree=4448
num_leaves=31
num_cat=0
split_feature=401 402 401 402 479 159 481 479 483 483 13 1452 1373 150 1373 1375 1453 1447 1447 3 484 403 133 403 133 133 133 133 403 2
split_gain=1.00871e-06 1.39527e-06 5.69428e-06 2.37147e-06 1.01561e-06 1.87406e-06 2.02425e-06 1.72509e-06 1.54273e-06 1.89237e-06 1.1574e-06 1.15045e-06 1.34521e-06 5.56254e-06 2.51868e-06 4.0589e-06 1.65177e-06 1.70595e-06 1.76351e-05 1.1774e-05 6.68137e-06 4.69652e-06 8.20791e-06 2.53933e-06 2.0007e-06 2.72212e-06 3.24169e-06 3.36201e-06 3.62798e-06 1.95684e-06
threshold=-0.47313999999999995 -0.44724499999999995 -1.0000000180025095e-35 -0.41906499999999997 0.10769500000000001 0.24213000000000004 -0.15689499999999998 0.088785000000000017 -0.47356499999999996 -0.30192499999999994 -0.077799999999999994 0.11769000000000002 0.08789000000000001 0.090480000000000019 1.0000000180025095e-35 -0.42089999999999994 -0.087504999999999986 -0.085684999999999997 -0.086279999999999982 -0.085709999999999995 -0.081614999999999979 -0.54856499999999986 0.40431 -0.5335399999999999 0.41553500000000004 0.31382500000000008 0.26753000000000005 0.2590050000000001 -0.23730999999999999 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 8 -8 -10 -6 12 14 -14 15 -11 -17 18 19 -18 -21 22 -19 -23 25 26 27 28 -25 -30
right_child=1 3 -4 4 10 -7 7 -9 9 11 -12 -13 13 -15 -16 16 17 21 -20 20 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=2.2385763440979647e-05 -4.1764556881389582e-05 3.4482049431971977e-05 1.8738409179215005e-05 -3.028043015960562e-05 -3.2905071602726817e-05 3.0654244374090925e-05 -2.6425006250395782e-05 2.8063683409517252e-05 2.8726191071062044e-05 -4.0447033868986189e-05 1.1155633353610029e-06 2.0472089848529627e-05 -4.7106890047467063e-05 2.0632508511136456e-05 2.5255284216631812e-05 -2.6088184495165481e-05 -7.2359485749898126e-05 -7.5910959640168596e-05 9.6859401010078742e-05 6.1747438926431649e-05 -1.1093467016026434e-05 2.7492050407197575e-05 9.5262837298239745e-06 -3.7929536134470257e-05 -2.3762564807319516e-05 3.5333564693990578e-05 -4.0094796995617803e-05 3.8381778862774654e-05 4.2209455364406813e-06 -1.7454335736771444e-06
leaf_weight=20 35 20 28 22 20 20 22 22 23 25 20 27 27 22 39 24 21 22 20 20 34 34 23 25 35 22 20 23 850 1556
leaf_count=20 35 20 28 22 20 20 22 22 23 25 20 27 27 22 39 24 21 22 20 20 34 34 23 25 35 22 20 23 850 1556
internal_value=0 -1.44379e-07 -1.48743e-05 1.61082e-07 -6.63601e-08 1.46244e-07 -6.00303e-08 1.66417e-07 -4.42008e-08 1.56483e-07 -1.58948e-05 -7.25526e-08 -2.67734e-07 -1.66933e-05 2.04336e-08 -3.36923e-07 3.05206e-08 2.62258e-07 1.34254e-05 -8.82371e-06 1.58846e-05 -2.16859e-07 -3.2243e-05 3.45004e-07 -1.96743e-08 3.13259e-07 1.8414e-09 3.28627e-07 -3.13983e-08 3.62389e-07
internal_weight=0 3101 63 3038 3018 2978 2958 2936 2914 2892 40 2869 2842 49 2793 2754 2729 2705 95 75 54 2610 45 2565 2531 2496 2474 2454 2431 2406
internal_count=3121 3101 63 3038 3018 2978 2958 2936 2914 2892 40 2869 2842 49 2793 2754 2729 2705 95 75 54 2610 45 2565 2531 2496 2474 2454 2431 2406
is_linear=0
shrinkage=0.1


Tree=4449
num_leaves=31
num_cat=0
split_feature=401 13 133 3 1213 133 132 1186 393 15 50 1208 15 403 42 403 403 403 1211 133 1210 133 483 479 1446 133 133 12 133 133
split_gain=1.16386e-06 3.5678e-06 3.42922e-06 7.11547e-06 3.02391e-06 1.67068e-06 1.05887e-06 2.78784e-05 1.55256e-05 3.04656e-06 1.32304e-06 1.22873e-06 4.83831e-06 2.96846e-06 7.89747e-06 4.12468e-06 1.78761e-06 3.55352e-06 2.46504e-06 1.48242e-06 1.72746e-06 1.22315e-06 1.12098e-06 2.07493e-06 1.08021e-06 9.99485e-07 8.47095e-06 1.97651e-05 9.40676e-06 7.3654e-06
threshold=-0.078179999999999986 -0.066634999999999986 0.51114000000000004 -0.085709999999999995 -0.060974999999999994 0.41892500000000005 -0.083284999999999984 0.0044650000000000011 0.11170000000000001 0.092400000000000024 0.09227500000000001 0.10383000000000002 0.093115000000000017 -0.53960999999999981 0.091205000000000008 -0.52800499999999995 -0.34918499999999997 -0.14669999999999997 0.080695000000000003 0.15630500000000003 -0.094799999999999982 -0.45516499999999999 -0.47181499999999993 0.10769500000000001 -0.073109999999999994 0.090445000000000011 0.091935000000000003 0.088435000000000014 0.093255000000000018 0.089405000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -3 6 7 9 11 10 21 13 -13 14 -8 -15 -17 18 -18 20 -19 -2 -22 24 -24 29 27 -27 -28 -26
right_child=2 4 3 -5 -6 -7 8 -9 -10 -11 -12 12 -14 15 -16 16 17 19 -20 -21 22 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=3.4433831282704456e-05 2.3727833412640791e-05 -3.2861690092629392e-05 1.326806472683356e-05 -6.8111438568766141e-05 1.6481129184992622e-05 2.6352232180215654e-05 -1.6307538233680439e-05 0.00011324088515142319 -8.6317479421961176e-05 -3.9788921213071069e-05 -2.3239841934612386e-05 -4.3862541126684478e-05 2.0136849551428377e-05 -4.3292768672968543e-05 6.40018797130324e-05 2.1437745831812768e-05 -5.1918484413446015e-05 2.2346709122050216e-05 -5.0972373529752399e-06 -2.4372623465751533e-05 1.9827158833103223e-05 -1.429523902794049e-06 2.3555000511805703e-05 -2.3450886282557192e-05 3.2443695691216177e-07 -1.0138048537555733e-05 -5.4302756319278462e-05 0.00012002151135675377 5.524521231632636e-06 -4.1026305039663799e-05
leaf_weight=38 23 23 21 22 27 24 24 22 21 23 23 27 21 22 25 39 22 36 23 24 29 121 20 37 2050 28 30 20 212 44
leaf_count=38 23 23 21 22 27 24 24 22 21 23 23 27 21 22 25 39 22 36 23 24 29 121 20 37 2050 28 30 20 212 44
internal_value=0 1.1337e-05 -3.28925e-07 -2.8368e-05 -6.21657e-06 7.43124e-08 -1.38321e-07 6.67172e-06 -6.62551e-07 -5.66786e-06 -9.68554e-07 -4.39013e-09 -1.58628e-05 2.79112e-07 2.46667e-05 -1.74222e-07 1.88673e-07 -1.33158e-07 -2.79876e-05 3.62278e-07 5.99164e-07 2.58867e-06 2.82196e-07 4.99944e-08 4.11697e-07 2.17542e-07 5.71959e-06 4.40951e-05 -1.89208e-06 -5.44442e-07
internal_weight=0 88 3033 43 50 2990 2966 212 2754 190 167 2733 48 2685 49 2636 2614 2575 45 2530 2506 144 2470 2441 2404 2384 290 48 242 2094
internal_count=3121 88 3033 43 50 2990 2966 212 2754 190 167 2733 48 2685 49 2636 2614 2575 45 2530 2506 144 2470 2441 2404 2384 290 48 242 2094
is_linear=0
shrinkage=0.1


Tree=4450
num_leaves=31
num_cat=0
split_feature=132 393 132 50 401 133 2 1213 133 1208 1208 133 403 402 1210 13 130 13 1210 3 3 13 133 0 12 13 12 12 12 157
split_gain=1.05117e-06 6.112e-06 2.53417e-06 1.73723e-06 1.22988e-06 3.89059e-06 3.37641e-06 2.64967e-06 1.56844e-06 1.09543e-06 1.37121e-06 3.72213e-06 3.55621e-06 1.76649e-06 2.73418e-06 8.90291e-06 1.58699e-05 1.28824e-05 3.861e-06 1.1907e-06 4.31164e-06 9.77199e-06 3.00699e-06 6.82307e-06 4.48427e-06 4.7154e-06 3.72091e-06 4.39135e-06 4.2046e-06 4.60061e-06
threshold=-0.083174999999999985 0.12069000000000002 -0.084644999999999984 0.09227500000000001 -0.078179999999999986 0.51114000000000004 0.097385000000000013 -0.0043299999999999996 0.41892500000000005 0.11332500000000002 0.10233500000000001 0.39371500000000009 -0.5335399999999999 0.23460000000000003 -0.065674999999999983 -0.088464999999999988 0.084580000000000016 -0.033284999999999988 -0.018549999999999994 -0.094874999999999987 -0.091054999999999983 -0.011914999999999999 0.048520000000000008 -0.069824999999999984 0.086850000000000024 0.17001000000000002 0.086305000000000007 0.084290000000000018 0.092200000000000018 -0.04831499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 6 8 7 -2 9 10 11 12 -6 14 15 -14 17 -17 -16 22 21 -21 26 24 -24 -26 27 -20 -28 -30
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 13 -15 18 16 -18 -19 19 20 -22 -23 23 -25 25 -27 28 -29 29 -31
leaf_value=5.9356022228255022e-07 1.7928831967813159e-05 5.4260945875111728e-05 -3.884588832079317e-05 -2.6679788586787054e-05 3.4559378364065203e-05 -3.3865858730517659e-05 4.7895650695863885e-05 -2.304241911346068e-05 2.8071552424080438e-05 -2.225882844041652e-05 2.2160783958367706e-05 -3.3985369213951344e-05 -2.8474831865863847e-05 -2.6521464831603227e-05 -3.807752533854607e-05 0.00012978177877812414 -3.2541276821417425e-05 2.4700710537217677e-05 -3.4365139889702195e-06 2.2661133342531372e-05 -3.0710253763694022e-07 -6.1247665663748723e-05 3.8001575682177321e-05 5.798147001598864e-05 -4.9677452517988229e-05 1.7412543111277047e-05 3.2611811500898444e-05 -4.8843023809500412e-05 -3.0108763442116563e-05 8.3159220560725287e-06
leaf_weight=173 38 21 22 27 30 34 20 27 20 22 28 32 31 25 27 20 23 28 89 23 1956 35 22 32 22 20 52 28 39 155
leaf_count=173 38 21 22 27 30 34 20 27 20 22 28 32 31 25 27 20 23 28 89 23 1956 35 22 32 22 20 52 28 39 155
internal_value=0 5.07854e-07 -6.63188e-06 -3.08834e-06 1.15632e-07 -2.44996e-07 1.19655e-05 9.10005e-07 1.69324e-07 -3.44164e-08 1.45538e-07 -8.37018e-08 3.24598e-07 -6.63585e-08 1.87822e-07 1.62361e-05 3.57578e-05 6.84845e-05 -4.66949e-07 -5.63204e-08 -1.10385e-06 -2.79735e-05 4.54003e-06 2.0279e-05 1.42784e-06 -1.77298e-05 3.77647e-07 -1.4303e-05 7.35992e-06 5.91372e-07
internal_weight=0 2899 222 200 2878 2793 85 65 2759 2739 2717 2689 2657 2627 2602 102 71 48 2500 2473 2014 58 459 96 64 42 363 117 246 194
internal_count=3121 2899 222 200 2878 2793 85 65 2759 2739 2717 2689 2657 2627 2602 102 71 48 2500 2473 2014 58 459 96 64 42 363 117 246 194
is_linear=0
shrinkage=0.1


Tree=4451
num_leaves=31
num_cat=0
split_feature=1203 1204 400 1204 132 1203 130 1203 1203 1208 1 15 1209 403 1209 400 133 403 403 403 43 51 13 160 3 52 133 13 13 49
split_gain=9.50039e-07 1.68005e-06 1.65845e-06 1.20267e-06 1.34005e-05 3.26398e-05 3.04077e-05 6.63769e-06 3.52753e-06 1.16063e-06 8.12548e-06 1.05905e-05 3.42353e-06 1.17444e-05 1.6684e-06 1.12497e-06 2.50633e-06 1.15446e-06 1.50606e-06 1.20792e-06 1.14322e-06 4.97593e-06 1.78154e-06 5.24847e-06 4.89251e-06 4.56547e-06 6.00235e-06 3.65832e-06 1.77216e-05 7.68451e-06
threshold=0.10970500000000001 0.057120000000000011 0.12955000000000003 -0.078604999999999994 -0.083284999999999984 0.089480000000000018 0.0062100000000000011 0.088520000000000015 0.085070000000000021 0.092250000000000013 0.090840000000000018 0.089740000000000014 -0.087714999999999987 -0.0047449999999999992 -0.074484999999999982 0.10782000000000001 -0.51151499999999983 -0.52445499999999989 -0.44023999999999991 -0.41825499999999993 0.084740000000000024 0.081440000000000026 -0.087714999999999987 0.081905000000000019 -0.085709999999999995 -0.10286999999999999 0.091580000000000009 -0.085669999999999982 -0.085804999999999979 0.08610000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 8 9 -1 12 11 -11 13 -5 -14 16 -16 -18 -19 -20 22 -22 23 25 -25 -21 -27 28 29 -24
right_child=-2 -3 -4 7 5 -7 -8 -9 -10 10 -12 -13 14 -15 15 -17 17 18 19 20 21 -23 27 24 -26 26 -28 -29 -30 -31
leaf_value=-2.0696423345009062e-06 2.1724989378526518e-05 -2.7066696408007336e-05 2.6813216011404343e-05 8.3934294307255188e-05 1.1258527748785648e-05 -0.00014888387704559136 0.00012003317019878609 4.9629282333356701e-05 -5.5292883716901995e-05 -4.5630175431402419e-05 -6.507318408001171e-05 4.6961624102550564e-05 -2.1384695109854629e-05 -2.1945461023940219e-05 3.2355515986637333e-05 -2.1563007108701035e-05 1.7439072316109732e-05 -2.4297092862140674e-05 2.3222948840901319e-05 5.2492570466711187e-05 -6.0024863183486331e-07 -4.0633568742860745e-05 -1.7786728040837353e-05 1.7186430572606199e-05 -4.127010478242017e-05 4.452605732527663e-06 6.0774720373046877e-05 3.4283548974957885e-07 -0.00010104731038501044 3.2690377231627405e-05
leaf_weight=33 20 23 23 20 35 20 21 27 20 21 21 30 37 22 24 24 37 26 22 24 193 37 101 22 41 351 20 1762 21 43
leaf_count=33 20 23 23 20 35 20 21 27 20 21 21 30 37 22 24 24 37 26 22 24 193 37 101 22 41 351 20 1762 21 43
internal_value=0 -1.40124e-07 6.10818e-08 -1.40325e-07 -9.58983e-06 -4.69751e-05 1.81965e-05 2.7628e-07 -2.21539e-05 -1.83372e-07 -1.27211e-05 8.83559e-06 1.35948e-07 2.84735e-05 -2.91404e-07 -7.39683e-09 1.8252e-07 -1.03462e-07 -3.472e-07 -1.11061e-07 -3.0737e-07 -7.04039e-06 3.41936e-07 5.94805e-06 -2.08567e-05 1.02232e-05 7.48884e-06 -9.90499e-07 -1.52289e-05 -2.7137e-06
internal_weight=0 3101 3078 3055 129 55 74 2926 53 2899 72 51 2827 42 2785 2748 2724 2700 2663 2637 2615 230 2385 458 63 395 371 1927 165 144
internal_count=3121 3101 3078 3055 129 55 74 2926 53 2899 72 51 2827 42 2785 2748 2724 2700 2663 2637 2615 230 2385 458 63 395 371 1927 165 144
is_linear=0
shrinkage=0.1


Tree=4452
num_leaves=31
num_cat=0
split_feature=1213 1203 16 1185 1186 394 393 130 15 51 51 12 376 160 160 16 160 0 1210 15 51 10 1 0 34 1 0 50 1212 3
split_gain=1.20671e-06 9.79891e-07 3.98207e-06 2.1675e-06 1.29047e-06 1.09757e-06 1.55275e-06 9.83916e-07 1.56785e-06 1.07629e-06 4.1709e-06 1.15334e-05 3.20712e-06 4.525e-06 1.53657e-05 9.15174e-06 6.53642e-06 4.32947e-06 1.51252e-05 6.32203e-06 5.12496e-06 2.62408e-06 1.74134e-05 9.5919e-06 2.69142e-06 2.29659e-06 4.0544e-06 4.01465e-06 2.20288e-06 5.26745e-06
threshold=0.51370000000000016 0.091650000000000009 -0.074319999999999983 -0.093764999999999987 -0.10142499999999997 -0.15150999999999998 0.10585500000000002 -0.22699999999999995 -0.5556049999999999 0.082455000000000014 0.024995000000000003 0.082480000000000012 0.083705000000000016 0.081905000000000019 0.098320000000000005 -0.072359999999999994 0.05259500000000001 -0.083804999999999977 -0.00092999999999999995 0.088850000000000012 0.091630000000000003 -0.0091199999999999979 0.092695000000000013 -0.098289999999999975 -0.057544999999999992 0.10337500000000001 -0.040504999999999992 0.10672000000000002 0.11796000000000001 -0.07793499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 7 -7 -9 10 21 -12 13 16 -15 -16 17 19 -19 -11 -20 22 -10 -24 -23 27 -27 -22 -26 -30
right_child=-2 2 -4 4 5 6 -8 8 9 12 11 -13 -14 14 15 -17 -18 18 20 -21 25 24 23 -25 28 26 -28 -29 29 -31
leaf_value=-3.0987566827642027e-05 2.448450073188724e-05 -7.4264500801438916e-06 4.6297572010768241e-05 2.453045405369873e-05 -1.7701212947763957e-05 -2.0108015072764832e-05 2.373695530237725e-05 1.9730987463471816e-05 -9.9387831287458536e-05 -6.925975574345967e-07 2.428926145512378e-05 -7.8532299703700428e-05 3.405230662875428e-05 -7.7782146964354675e-05 6.1979716834188874e-05 -2.4208205383047245e-05 6.2165923918655611e-05 8.7532247107446892e-05 -4.511001367973222e-05 -5.8968923671769017e-05 4.5271772536839961e-05 2.7826585110634532e-05 6.0932819858614746e-05 -2.16469184567522e-05 -3.1577467941101983e-08 1.6969089861428682e-05 -3.95497047644643e-05 -5.8574080737473973e-07 1.1936882471603056e-05 -5.0570527277419133e-05
leaf_weight=23 20 37 22 21 36 25 27 39 20 121 20 24 33 29 22 28 20 24 20 22 35 34 22 39 2210 30 22 42 26 28
leaf_count=23 20 37 22 21 36 25 27 39 20 121 20 24 33 29 22 28 20 24 20 22 35 34 22 39 2210 30 22 42 26 28
internal_value=0 -1.57906e-07 1.26062e-05 -4.05469e-07 -1.72481e-07 -3.45517e-07 -1.34577e-07 -3.54179e-07 -1.84472e-07 -4.55006e-07 -1.28756e-06 -3.17952e-05 4.04783e-06 1.66194e-06 -1.98729e-05 1.37145e-05 6.72518e-06 3.21628e-06 1.38582e-05 -9.65819e-06 1.99121e-06 -7.23313e-07 -1.84131e-05 8.13594e-06 -9.97816e-08 9.29372e-06 -6.94271e-06 2.02586e-05 -5.19171e-07 -2.04744e-05
internal_weight=0 3101 59 3042 3019 2998 2962 2935 2910 2871 2423 44 448 415 79 50 336 316 173 143 149 2379 81 61 2298 129 52 77 2264 54
internal_count=3121 3101 59 3042 3019 2998 2962 2935 2910 2871 2423 44 448 415 79 50 336 316 173 143 149 2379 81 61 2298 129 52 77 2264 54
is_linear=0
shrinkage=0.1


Tree=4453
num_leaves=31
num_cat=0
split_feature=1211 1211 1212 1185 1186 401 13 1213 133 12 1210 1200 1203 133 1208 1208 403 1213 1213 12 13 158 16 12 16 133 43 129 1185 128
split_gain=1.14454e-06 3.44319e-06 1.81526e-06 1.36753e-06 1.65503e-06 1.09443e-06 3.95868e-06 2.9128e-06 2.05998e-06 7.12597e-06 1.5735e-06 1.37935e-06 2.14463e-06 1.17517e-06 2.38492e-06 3.04718e-06 2.9168e-06 6.42806e-06 2.43566e-06 1.09643e-06 4.08903e-06 8.62563e-06 1.26343e-05 8.11987e-06 3.64895e-06 5.01122e-06 2.34374e-06 1.56959e-06 1.98907e-06 2.22598e-06
threshold=0.11716500000000001 0.13003000000000001 0.13631000000000001 -0.10973499999999999 -0.092084999999999986 -0.06959499999999999 -0.066634999999999986 -0.060974999999999994 0.51114000000000004 0.093765000000000015 0.24726500000000004 0.089190000000000005 0.094640000000000016 0.41553500000000004 0.10737500000000001 0.092250000000000013 -0.5335399999999999 0.04198000000000001 0.15777500000000003 0.10911500000000002 0.24813000000000004 0.10737500000000001 -0.25582999999999995 0.11586 -0.046599999999999996 0.095530000000000018 0.50194500000000009 0.11234000000000001 0.090595000000000009 0.10614000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -6 -8 10 -10 11 12 13 14 15 16 17 -7 19 26 21 22 -21 -24 -25 -26 27 28 29 -18
right_child=1 -3 -4 4 5 8 7 -9 9 -11 -12 -13 -14 -15 -16 -17 18 -19 -20 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-2.6103148265974595e-05 3.8654210155592797e-05 -1.2404438224621116e-05 -2.8239646021772747e-05 2.3906542302374249e-05 4.9667325693008029e-05 -1.0193436822231414e-05 -3.0721967258224531e-05 2.1947728185166074e-05 2.0085553842363879e-05 -6.3318911166529033e-05 2.5438276827571828e-05 2.2221997911671038e-05 -2.9647502851730679e-05 -2.325037602614347e-05 3.3525427163892476e-05 -3.4375237611619435e-05 -6.5852776938624317e-07 6.7323248058528409e-05 -3.2793458982545739e-05 8.9108633591936473e-05 -3.2319772795428595e-05 -4.8959616181036841e-05 5.0045084695097208e-05 -3.5792855145094417e-05 2.8910510311681339e-05 -3.1060880861456432e-05 -3.3936970586572513e-05 2.6203517237180762e-05 -2.9273734238207302e-05 2.8759583801729605e-05
leaf_weight=20 28 25 23 29 20 23 21 21 20 21 24 27 25 22 21 26 2399 20 23 23 23 20 34 30 38 22 21 22 24 26
leaf_count=20 28 25 23 29 20 23 21 21 20 21 24 27 25 22 21 26 2399 20 23 23 23 20 34 30 38 22 21 22 24 26
internal_value=0 1.45699e-05 -2.51692e-07 -4.02889e-08 1.32028e-07 -9.80996e-08 1.30498e-05 -4.38712e-06 -3.75935e-07 -2.26338e-05 -6.04936e-08 -2.73798e-07 -4.87516e-07 -2.2873e-07 -4.75223e-08 -3.01679e-07 2.07051e-08 2.58608e-05 -3.90062e-07 -1.12181e-07 7.21031e-06 1.26546e-05 2.10375e-05 8.41135e-06 -7.31695e-06 6.921e-06 -6.70477e-07 -3.87758e-07 -6.26635e-07 -3.43117e-07
internal_weight=0 53 3068 3045 3025 2996 62 42 2934 41 2893 2869 2842 2817 2795 2774 2748 43 2705 2682 190 167 147 124 90 60 2492 2471 2449 2425
internal_count=3121 53 3068 3045 3025 2996 62 42 2934 41 2893 2869 2842 2817 2795 2774 2748 43 2705 2682 190 167 147 124 90 60 2492 2471 2449 2425
is_linear=0
shrinkage=0.1


Tree=4454
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 43 401 15 132 400 1211 1212 403 1210 15 3 15 0 403 15 42 43 1452 43 13 42 13 15 15 0 0
split_gain=1.07143e-06 1.03361e-06 2.05664e-06 1.21564e-06 7.38162e-06 1.52696e-06 1.49771e-06 2.53508e-05 1.88581e-05 4.39915e-06 3.69048e-06 3.58183e-06 2.30614e-06 2.42187e-06 1.1284e-05 3.08013e-06 2.01806e-05 1.53781e-05 9.09007e-06 8.0031e-06 6.62635e-06 2.14704e-06 4.95062e-06 6.88069e-06 6.44087e-06 5.18774e-06 3.41791e-06 1.07507e-05 6.8182e-06 3.86818e-06
threshold=0.12461500000000002 0.10837500000000001 0.098655000000000007 -0.087714999999999987 -0.0047449999999999992 0.13699500000000003 0.091650000000000023 -0.083284999999999984 -0.059294999999999994 0.10809000000000001 0.11387000000000001 -0.16205499999999998 -0.13847499999999999 0.090325000000000003 -0.087429999999999994 0.087575000000000014 -0.086284999999999987 -0.53101999999999994 0.088235000000000022 0.088295000000000012 -0.010344999999999998 0.082765000000000019 -0.077944999999999987 -0.082574999999999982 0.084755000000000011 -0.064619999999999983 0.085465000000000013 0.085035000000000013 -0.086409999999999987 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 -8 -9 10 12 -10 -5 15 -15 17 -17 -14 -18 20 -20 26 23 24 -23 -24 27 -19 -28 -30
right_child=-2 -3 -4 5 -6 -7 7 8 11 -11 -12 -13 13 14 -16 16 18 21 19 -21 -22 22 25 -25 -26 -27 28 -29 29 -31
leaf_value=-1.9690897843247513e-05 -2.307120977093291e-05 2.1269033712324808e-05 -2.9168121575888035e-05 3.1589742763532305e-05 6.1816496308892969e-05 -2.7563019193621587e-05 0.00010547696215705099 -9.0318740089142841e-05 3.9266474628415644e-05 -3.5007692283240457e-05 -4.3057107341155649e-05 2.1821020631440767e-06 -8.7961490480665814e-05 -7.873219395887212e-05 1.3989713422363692e-05 8.5982785047587732e-05 -4.7423258074559278e-05 7.3486996512542826e-07 4.4092197159068967e-06 -3.5345258538654889e-05 7.2228570032166326e-05 1.8715611156000271e-05 -7.6397868324420417e-05 5.3621955157723281e-05 -5.8878289501080871e-05 -1.019557162337527e-05 6.4102223557711111e-05 -6.6593974884199278e-05 -2.4802547278372442e-05 2.1831837369498555e-05
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leaf_count=25 20 23 24 23 20 20 24 22 28 37 20 373 20 21 35 31 35 2001 34 24 25 23 20 20 20 29 25 24 29 46
internal_value=0 1.48792e-07 -9.02643e-09 2.20122e-07 1.65346e-05 -2.38637e-08 1.60406e-07 5.49848e-06 -1.74059e-07 -7.78271e-07 -2.72687e-07 4.77153e-06 7.16543e-08 -2.22788e-07 -2.0781e-05 2.55708e-07 1.41812e-05 -6.63607e-07 -4.68197e-06 1.33415e-05 3.31462e-05 1.16884e-07 -1.33776e-05 5.16401e-06 -1.73746e-05 -3.72169e-05 8.28125e-07 -6.31015e-08 1.88755e-05 3.79988e-06
internal_weight=0 3101 3078 3054 45 3009 2989 447 423 2542 2505 401 2485 2462 56 2406 149 2257 118 83 59 2237 112 63 43 49 2125 2025 100 75
internal_count=3121 3101 3078 3054 45 3009 2989 447 423 2542 2505 401 2485 2462 56 2406 149 2257 118 83 59 2237 112 63 43 49 2125 2025 100 75
is_linear=0
shrinkage=0.1


Tree=4455
num_leaves=31
num_cat=0
split_feature=1213 1203 16 1185 393 2 393 12 15 33 34 9 3 374 39 1 12 42 481 484 1447 2 160 2 1453 15 1132 376 51 43
split_gain=1.10875e-06 1.18937e-06 3.61814e-06 1.6413e-06 1.07231e-06 2.32659e-06 1.99681e-06 9.31816e-07 1.77331e-06 1.21776e-06 1.50374e-06 1.65298e-06 2.1249e-06 1.05126e-06 6.39912e-06 1.04718e-06 9.62828e-07 1.22905e-06 9.62005e-07 7.08179e-06 2.16595e-05 1.7369e-05 2.90765e-05 1.35127e-05 2.99142e-06 2.9181e-06 1.29838e-06 1.52526e-06 1.56066e-06 3.84755e-06
threshold=0.51370000000000016 0.091650000000000009 -0.074319999999999983 -0.093764999999999987 0.10277000000000001 0.084415000000000004 0.092175000000000021 0.23631000000000002 -0.5556049999999999 -0.012019999999999998 -0.112215 0.089995000000000006 -0.023499999999999997 0.085145000000000012 0.089790000000000023 0.16540500000000002 0.15120000000000003 0.15432000000000004 -0.081614999999999979 -0.081614999999999979 -0.084334999999999979 0.083715000000000026 -0.014214999999999998 0.085485000000000019 -0.085754999999999984 -0.008624999999999999 0.048480000000000009 -1.0000000180025095e-35 0.082455000000000014 -0.081289999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 7 8 -5 -10 -11 13 -13 15 -15 16 17 18 19 21 -21 -12 -23 -22 -20 -24 27 -26 -29 -30
right_child=-2 2 -4 4 5 -7 -8 -9 9 10 11 12 -14 14 -16 -17 -18 -19 24 20 23 22 25 -25 26 -27 -28 28 29 -31
leaf_value=-2.7036352216584972e-05 2.3469595707865667e-05 -5.1842182467619237e-06 4.6026000431580047e-05 2.1382604992188711e-05 3.8715159578053067e-05 -4.0991811692947525e-06 -2.9198418739421569e-05 -2.0285810814644009e-05 -2.2793202644303773e-05 -2.7497426096942944e-05 7.2878731862147114e-05 -2.8443470046113366e-06 4.3252281502645926e-05 4.4557240268166732e-05 -2.3945938039105388e-05 -2.3342245804087728e-05 -2.1705945328860601e-05 2.388745637983361e-05 -3.9416688596247693e-05 0.00011080611938782766 -6.0559065059351272e-05 -0.00013236286540632136 -1.3120220952739855e-05 4.3496014964498152e-05 -2.5396428059309528e-05 3.2479399982074268e-05 2.1642513489985924e-05 -1.6811271267149602e-06 2.4176613972789107e-05 4.8692948773291835e-08
leaf_weight=23 20 37 22 38 22 30 24 23 24 20 20 20 20 30 25 20 21 21 20 23 24 21 36 26 25 23 26 2043 84 310
leaf_count=23 20 37 22 38 22 30 24 23 24 20 20 20 20 30 25 20 21 21 20 23 24 21 36 26 25 23 26 2043 84 310
internal_value=0 -1.51367e-07 1.39111e-05 -4.24111e-07 -2.21368e-07 1.40146e-05 -4.70869e-07 -2.36597e-07 -7.86751e-08 -3.61648e-07 -1.7328e-07 1.92795e-08 2.0204e-05 -2.69279e-07 1.34194e-05 -5.43752e-07 -3.76301e-07 -2.10526e-07 -3.99284e-07 6.81313e-06 3.04934e-05 -1.04735e-05 -3.13115e-05 -6.45042e-06 -8.96791e-07 4.6559e-06 -5.87145e-07 -8.21902e-07 -5.69804e-07 5.19272e-06
internal_weight=0 3101 59 3042 3019 52 2967 2943 2920 2882 2858 2838 40 2798 55 2743 2723 2702 2681 173 73 100 80 50 2508 59 2488 2462 2437 394
internal_count=3121 3101 59 3042 3019 52 2967 2943 2920 2882 2858 2838 40 2798 55 2743 2723 2702 2681 173 73 100 80 50 2508 59 2488 2462 2437 394
is_linear=0
shrinkage=0.1


Tree=4456
num_leaves=31
num_cat=0
split_feature=1211 1211 1211 393 2 9 3 33 34 2 16 1208 1208 1209 1209 1209 1212 1212 52 13 401 133 403 3 403 3 3 16 43 3
split_gain=1.03764e-06 2.92091e-06 1.28278e-06 1.03254e-06 4.66805e-06 9.62319e-07 8.77962e-06 4.44555e-06 2.35095e-06 2.67103e-06 1.45023e-05 9.65146e-07 1.67949e-06 2.21453e-06 1.63425e-06 1.02049e-06 1.02875e-06 1.05217e-05 5.81161e-06 7.52503e-06 2.38937e-06 2.5965e-06 2.63797e-06 1.31037e-05 2.26171e-06 1.28743e-06 4.55481e-06 6.34085e-06 3.6809e-06 8.84918e-06
threshold=0.11716500000000001 0.13003000000000001 0.11013500000000002 0.10856500000000001 0.087955000000000019 0.092235000000000011 -0.012939999999999998 -0.018454999999999996 -0.097449999999999981 -0.033169999999999991 -0.056919999999999991 0.11531000000000001 0.10233500000000001 -0.097919999999999993 -0.087714999999999987 -0.074484999999999982 -0.089544999999999986 -0.073259999999999978 0.086275000000000004 -0.090204999999999994 -0.13200999999999999 0.51114000000000004 -0.44023999999999991 -0.085709999999999995 0.41186000000000006 -0.082234999999999989 -0.081459999999999991 -0.0051099999999999991 0.0041500000000000009 -0.080104999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 7 -7 -1 -9 10 -10 12 13 -11 -15 -16 18 -18 19 -17 -19 22 23 -22 -20 -24 27 -27 -28 -30
right_child=1 -3 -4 4 -6 6 -8 8 9 11 -12 -13 -14 14 15 16 17 20 24 -21 21 -23 25 -25 -26 26 28 -29 29 -31
leaf_value=4.697393253650262e-05 3.6055432259932525e-05 -1.0971660478389822e-05 -2.0478692120436351e-05 4.7933722519453368e-05 -1.6497858292575035e-05 -4.6300856192002273e-05 3.4183426720593832e-05 3.3833684283308686e-05 -7.7633814828004691e-05 -3.3403786219423643e-05 2.9037250480821689e-05 -1.9341689655378178e-05 2.2792750760913806e-05 2.4473907045898224e-05 -1.6522847372949686e-05 7.2934824360496955e-05 -7.266112684192195e-05 2.573354673320378e-05 -4.2349939862365971e-05 1.4107253443733881e-06 -3.7923878110069341e-05 -2.8516205147610663e-05 2.2777548201195147e-06 6.5070223669560316e-05 4.6378791648749032e-06 -4.0662203109268035e-06 1.6027468007421453e-06 -6.0808341239011973e-05 -6.7286027255109877e-05 -5.3399808695856196e-06
leaf_weight=20 28 25 31 22 23 33 23 20 25 20 26 26 32 27 38 24 20 36 21 38 21 32 1076 30 20 54 1069 31 26 204
leaf_count=20 28 25 31 22 23 33 23 20 25 20 26 26 32 27 38 24 20 36 21 38 21 32 1076 30 20 54 1069 31 26 204
internal_value=0 1.38728e-05 -2.39651e-07 -3.30622e-08 1.5002e-05 -2.59192e-07 -1.32448e-05 -1.15094e-08 -3.33769e-07 -5.69732e-07 -2.32525e-05 -1.63117e-07 1.37697e-08 -2.47776e-07 -8.12267e-09 -2.49369e-07 -2.05043e-08 -4.08948e-07 9.78109e-06 2.90975e-05 1.51364e-07 -2.1079e-07 1.49932e-07 2.26609e-05 -1.94291e-05 -3.16759e-07 -2.33388e-06 -2.47604e-05 -8.66402e-07 -1.23426e-05
internal_weight=0 53 3068 3037 45 2992 56 2936 2916 2896 51 2845 2819 2787 2767 2740 2702 2599 103 62 2579 2543 2511 51 41 2460 1384 85 1299 230
internal_count=3121 53 3068 3037 45 2992 56 2936 2916 2896 51 2845 2819 2787 2767 2740 2702 2599 103 62 2579 2543 2511 51 41 2460 1384 85 1299 230
is_linear=0
shrinkage=0.1


Tree=4457
num_leaves=31
num_cat=0
split_feature=33 34 9 16 132 132 15 1204 0 15 0 2 132 390 133 131 131 480 481 480 13 15 13 42 47 1 13 4 16 480
split_gain=1.02129e-06 1.25845e-06 1.22474e-06 2.84764e-05 1.00132e-06 5.48876e-06 3.33424e-06 2.27673e-06 4.40999e-06 3.18765e-06 1.25768e-06 1.23304e-06 3.31693e-06 1.04397e-06 2.21858e-06 1.09174e-06 8.34575e-06 2.77848e-06 7.83393e-06 2.91648e-06 2.36251e-06 6.97688e-06 3.02833e-06 2.78275e-06 2.58011e-06 2.57528e-06 4.33598e-06 2.56186e-06 2.57198e-06 2.2135e-06
threshold=-0.012019999999999998 -0.112215 0.085555000000000006 -0.056919999999999991 -0.083174999999999985 -0.069704999999999989 0.092400000000000024 -0.082274999999999987 -0.084804999999999978 0.084510000000000016 -0.087414999999999979 0.089320000000000024 -0.41094499999999995 0.087590000000000015 -0.089569999999999983 0.090690000000000007 0.090175000000000019 0.11191000000000002 -0.00058999999999999992 0.10344000000000002 -0.077944999999999987 -0.0072999999999999992 -0.074044999999999986 0.094365000000000018 0.085505000000000012 0.078340000000000007 -0.029529999999999997 -0.085034999999999986 -0.077074999999999991 0.086930000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -6 7 8 10 11 -3 -9 -13 15 -15 16 17 19 -19 29 21 24 -22 25 -17 27 -27 -24 -29 -7
right_child=1 2 3 -5 5 13 -8 9 -10 -11 -12 12 -14 14 -16 20 -18 18 -20 -21 22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-1.9012457011870408e-05 -2.3659687018483635e-05 -1.4204238104866818e-05 -3.7789879143719399e-05 0.00010250517954733845 5.2764821994060192e-05 -1.0302040879012437e-06 -4.0833045160979963e-05 -1.5773477616676246e-05 -5.2297465339032231e-05 3.6529051838577426e-05 1.8579045784215191e-05 3.0697629536634534e-05 -1.8008249868149437e-05 3.9864162681624299e-05 -6.6735155130681095e-06 -1.1252286932848737e-05 -6.210916894815455e-05 7.0364941939260469e-05 -1.7084498817677655e-05 -3.611985798670503e-05 -2.865068065034393e-05 6.5237407231203781e-05 3.1024405660041846e-05 3.2570763193386182e-05 2.8158924340879402e-05 -5.4747325048083436e-05 5.0558623746726469e-07 -1.8811583821047862e-05 1.8031812478764349e-05 1.3444034040140969e-05
leaf_weight=28 22 25 39 23 20 2194 25 40 23 27 22 29 27 20 21 46 22 20 21 23 32 24 36 30 26 20 49 40 36 111
leaf_count=28 22 25 39 23 20 2194 25 40 23 27 22 29 27 20 21 46 22 20 21 23 32 24 36 30 26 20 49 40 36 111
internal_value=0 1.72116e-07 3.42842e-07 1.42551e-05 5.61829e-08 5.6601e-07 -6.47101e-06 -2.01997e-06 -1.64173e-05 6.17361e-06 1.14113e-06 -2.36386e-06 7.21444e-06 1.8926e-07 1.60278e-05 -4.86083e-08 -8.01595e-07 -2.32255e-07 2.55738e-05 -6.86743e-07 5.26228e-06 1.8544e-05 1.51804e-08 4.36261e-06 2.97954e-06 -3.12775e-07 -1.55098e-05 9.04965e-06 -1.35945e-06 -3.3318e-07
internal_weight=0 3093 3071 62 3009 2791 218 193 70 123 47 96 56 2771 41 2730 2391 2369 41 2328 339 96 243 211 72 181 69 112 76 2305
internal_count=3121 3093 3071 62 3009 2791 218 193 70 123 47 96 56 2771 41 2730 2391 2369 41 2328 339 96 243 211 72 181 69 112 76 2305
is_linear=0
shrinkage=0.1


Tree=4458
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 393 393 394 390 13 40 13 0 130 16 130 43 130 43 42 1201 130 130 42 43 0 4 43 402 403 13
split_gain=9.15593e-07 2.56897e-05 1.56848e-05 4.42906e-06 1.11554e-06 1.06373e-06 1.42339e-06 2.78303e-06 1.13153e-06 8.99656e-06 5.69052e-06 3.09512e-06 1.66389e-06 2.71685e-06 1.63728e-06 3.68234e-06 2.76349e-06 1.54095e-06 1.72568e-06 2.93789e-06 2.71981e-06 1.89326e-06 3.07958e-06 1.71869e-06 6.077e-06 1.49805e-05 3.28319e-06 8.58347e-06 5.37631e-06 1.00792e-05
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.10159000000000001 0.088255000000000014 -0.11103499999999998 0.088485000000000008 0.24813000000000004 -0.24452499999999996 0.23074000000000003 -0.059114999999999994 -0.011264999999999999 -0.097644999999999996 0.099750000000000019 -0.052894999999999991 0.096625000000000003 0.26450500000000005 -0.16797499999999996 -0.079909999999999995 0.091055000000000011 0.087230000000000016 -0.11051499999999999 0.084740000000000024 -0.071924999999999989 0.015030000000000002 0.055925000000000009 -0.44724499999999995 0.022375000000000003 -0.078279999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 -4 8 9 -8 12 -10 13 -11 16 -16 17 18 -14 -20 21 22 -21 26 25 -25 27 -24 29 -28
right_child=2 -3 4 -5 -6 -7 7 -9 11 10 -12 -13 14 -15 15 -17 -18 -19 19 20 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=9.4162609383183126e-08 -8.4585909975099969e-05 0.00011140214538456696 2.2603724385459958e-05 -4.9537992881596435e-05 1.873902211997347e-05 -1.8166132906571875e-05 6.7420479681459255e-05 -3.2005352527112004e-05 1.6635328948824384e-06 4.1273297401508344e-05 -5.3040424409118709e-05 -4.1496649888964994e-05 -2.3399489603548321e-05 1.8074091987625064e-06 3.9559692474888668e-05 -1.0097686176128004e-05 -3.1569363480749807e-05 1.7580949764922072e-05 3.7216254293612328e-05 3.5253285750513898e-05 3.3141313800418477e-05 -2.6541813141583203e-05 -5.7987867539675506e-05 -0.00010557141343269904 9.8523590571360182e-06 -8.1407966337242534e-07 8.1059144469219503e-05 -1.6899792206352204e-07 -1.7147869682178551e-05 -1.9032779107419629e-06
leaf_weight=178 22 21 28 20 32 32 20 27 54 26 20 24 32 53 32 28 28 49 21 24 24 28 26 20 63 43 27 2059 28 32
leaf_count=178 22 21 28 20 32 32 20 27 54 26 20 24 32 53 32 28 28 49 21 24 24 28 26 20 63 43 27 2059 28 32
internal_value=0 6.23491e-06 -4.70526e-07 -4.91919e-06 1.72023e-07 -3.65955e-08 1.69422e-07 -5.58866e-08 2.56549e-07 6.01722e-07 9.98918e-08 -1.16165e-05 5.02013e-07 1.47962e-05 6.1592e-08 1.63862e-05 -3.29574e-07 2.37032e-08 -3.30769e-07 -2.25444e-08 -3.51952e-07 -6.94011e-07 -3.82324e-07 -7.54497e-07 -1.2109e-05 -3.40704e-05 -9.58101e-08 -8.90001e-07 1.89374e-05 3.60626e-05
internal_weight=0 219 2902 198 2880 2848 2816 2788 2761 2683 2663 78 2643 79 2564 60 2504 2476 2427 2395 2374 2350 2322 2298 126 63 2172 2085 87 59
internal_count=3121 219 2902 198 2880 2848 2816 2788 2761 2683 2663 78 2643 79 2564 60 2504 2476 2427 2395 2374 2350 2322 2298 126 63 2172 2085 87 59
is_linear=0
shrinkage=0.1


Tree=4459
num_leaves=31
num_cat=0
split_feature=402 16 1210 2 401 16 1209 2 1209 401 4 159 484 52 39 51 4 43 159 132 1429 157 4 4 4 4 15 12 1186 1212
split_gain=1.06653e-06 3.73266e-06 2.05517e-06 1.66028e-06 1.10041e-06 3.29147e-06 2.46845e-06 1.0323e-05 3.98988e-06 2.23656e-06 1.62047e-06 1.19535e-06 3.70012e-06 8.73206e-06 6.96564e-06 2.96699e-06 4.17555e-06 4.17451e-06 3.40217e-06 2.30503e-06 2.53992e-06 4.63762e-06 2.25128e-06 3.11551e-06 1.47401e-05 8.63753e-06 1.60755e-05 5.59905e-06 5.26551e-06 3.93123e-06
threshold=-0.45454999999999995 -0.069144999999999984 0.15724500000000002 0.086000000000000007 0.11769000000000002 -0.082179999999999989 -0.084519999999999984 0.080205000000000012 -0.069599999999999981 -0.099524999999999988 -0.069389999999999993 0.08154500000000002 0.10126500000000001 0.12445000000000002 0.10262 -0.14283999999999999 -0.14098499999999997 -1.0000000180025095e-35 0.10600500000000002 0.087360000000000007 0.057970000000000008 -0.075754999999999989 -0.50427999999999995 -0.081984999999999988 -0.082349999999999993 -0.080584999999999976 0.086355000000000015 0.087995000000000004 0.057025000000000006 -0.089544999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 -6 7 -2 -8 -10 -7 22 13 14 15 18 17 -17 -13 20 21 -18 -11 24 28 26 -25 -28 -24 -27
right_child=2 -3 -4 -5 5 10 8 -9 9 11 -12 12 -14 -15 -16 16 19 -19 -20 -21 -22 -23 23 25 -26 29 27 -29 -30 -31
leaf_value=-2.5435168408009868e-05 3.2701877826184502e-05 4.3304879422066735e-05 -2.5497114413042256e-05 1.1761105270124972e-05 4.663986304876744e-05 -2.1619763152681448e-05 4.2489840234338777e-05 -6.0685254482387826e-05 -2.5383420207033073e-05 -1.4505187639568047e-05 1.5256214632804937e-05 4.4667417862980916e-05 -3.9043309050549433e-05 4.5097759458359284e-05 -5.7391912829189102e-05 -2.5043130898709589e-06 4.1525636298032513e-05 -6.3555416563569145e-05 -2.5346508787274742e-06 -2.1403116374611548e-05 -2.2300918968348446e-05 -2.8405563600996255e-07 6.7197962522166803e-06 -0.00011014117756531051 7.6471650487898552e-05 3.2113933543769234e-05 3.2126916535755457e-05 -3.0703204931735339e-05 -3.953670375267393e-05 3.7738140023333683e-07
leaf_weight=21 20 25 32 28 20 22 22 29 35 90 26 26 29 36 25 21 31 24 37 53 38 184 460 20 30 40 23 37 26 1611
leaf_count=21 20 25 32 28 20 22 22 29 35 90 26 26 29 36 25 21 31 24 37 53 38 184 460 20 30 40 23 37 26 1611
internal_value=0 1.18621e-05 -2.88082e-07 -4.18015e-06 -2.05239e-08 1.25562e-05 -3.10724e-07 -2.25681e-05 6.56078e-08 -2.58917e-07 -1.64528e-06 5.0607e-08 -4.36638e-06 -2.24926e-06 -6.13193e-06 -3.03653e-06 -6.62305e-06 -3.50649e-05 1.69456e-05 -2.44043e-06 1.53199e-06 5.74432e-06 1.00318e-06 1.62434e-06 8.44438e-06 -4.08668e-07 -3.2499e-05 -6.61833e-06 4.24517e-06 1.14629e-06
internal_weight=0 74 3047 49 3015 68 2947 49 2898 2876 48 2841 504 475 439 414 351 45 63 306 253 215 2337 2247 516 1731 80 60 486 1651
internal_count=3121 74 3047 49 3015 68 2947 49 2898 2876 48 2841 504 475 439 414 351 45 63 306 253 215 2337 2247 516 1731 80 60 486 1651
is_linear=0
shrinkage=0.1


Tree=4460
num_leaves=31
num_cat=0
split_feature=132 1185 15 12 130 1420 157 472 46 3 1428 157 47 47 16 47 484 47 16 47 9 9 1 47 156 12 152 0 49 49
split_gain=1.01912e-06 5.66046e-06 2.70481e-06 1.01085e-06 1.7221e-06 9.417e-07 2.68849e-06 2.43024e-06 1.12062e-06 1.6315e-06 1.42878e-06 1.69069e-06 1.21619e-06 9.57089e-06 2.50229e-05 3.84059e-06 2.35658e-06 2.91578e-06 4.26552e-06 2.32575e-06 1.9978e-06 7.0218e-06 3.5666e-06 1.70825e-06 1.58189e-06 3.29584e-06 2.16684e-06 1.62055e-06 1.65898e-06 2.96081e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.23631000000000002 -0.22461999999999996 -0.079539999999999986 -0.090569999999999998 -0.081069999999999989 0.084955000000000017 0.12178000000000001 -0.071779999999999997 0.63334000000000013 0.092165000000000011 0.097970000000000015 -0.056919999999999991 0.089360000000000009 -0.078424999999999981 0.10843500000000002 -0.072359999999999994 0.11328000000000001 0.092235000000000011 0.085555000000000006 0.13075500000000004 0.12033500000000001 -0.065739999999999979 0.09141500000000001 0.084430000000000019 -0.26343999999999995 -0.10774499999999999 -0.088694999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 -6 -8 10 -10 -7 12 15 14 -14 20 -15 18 -18 -19 21 24 -22 -21 25 -12 27 -26 -29 -30
right_child=1 3 -4 -5 5 8 7 -9 9 -11 11 -13 13 16 -16 -17 17 19 -20 23 22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=-2.1668314557151309e-06 5.2229449405179673e-05 2.5426084270023878e-05 -3.4454271732708247e-05 -2.075773179809482e-05 2.0080895525325103e-05 -2.1248554871671068e-05 -4.9090333871595988e-06 -4.8367119879086123e-05 3.626658465128414e-05 -3.1518579600656051e-06 -4.3188480992318585e-06 2.7951476129766724e-05 -0.00012064046807648517 -2.1521024645052322e-05 3.2300612328981511e-05 4.34107888525302e-05 6.2640684263897141e-05 -2.973567842824802e-05 4.7487230663786512e-06 2.2885633734404111e-05 -5.178617383535311e-05 5.7078979046888311e-05 5.9546207684552833e-06 -3.7586898861854342e-06 2.8567215777002277e-05 4.9240451398873124e-05 -3.2832751253408786e-05 1.2762269557477094e-05 -2.9045177506582658e-05 -1.2020402587292766e-07
leaf_weight=192 21 27 30 23 20 31 31 22 21 21 27 22 23 36 20 21 20 24 35 35 20 22 23 77 20 20 20 97 36 2084
leaf_count=192 21 27 30 23 20 31 31 22 21 21 27 22 23 36 20 21 20 24 35 35 20 22 23 77 20 20 20 97 36 2084
internal_value=0 5.00053e-07 -6.53e-06 1.22597e-07 2.9081e-07 5.08338e-08 -1.11594e-05 -2.29482e-05 3.47875e-07 1.65574e-05 9.69361e-08 3.43659e-07 1.15323e-07 -6.24642e-06 -4.95051e-05 8.34015e-07 1.94795e-06 6.37142e-06 2.58003e-05 -1.48587e-06 4.56593e-07 8.51434e-07 -2.09016e-05 4.56766e-06 3.14539e-07 1.84723e-05 -6.35809e-08 2.29393e-07 -2.62478e-08 -6.11383e-07
internal_weight=0 2899 222 2878 2855 2828 73 53 2755 42 2713 2682 2660 270 43 2390 227 191 55 136 2369 2326 43 112 2304 47 2257 2237 2217 2120
internal_count=3121 2899 222 2878 2855 2828 73 53 2755 42 2713 2682 2660 270 43 2390 227 191 55 136 2369 2326 43 112 2304 47 2257 2237 2217 2120
is_linear=0
shrinkage=0.1


Tree=4461
num_leaves=31
num_cat=0
split_feature=130 39 130 394 13 402 133 43 1210 400 131 131 43 133 133 133 402 1212 42 402 131 131 15 131 1213 4 0 480 160 1446
split_gain=1.01285e-06 2.56717e-06 1.08855e-06 1.31235e-06 2.67588e-06 9.25091e-07 3.32102e-06 3.87966e-06 1.5796e-06 1.06551e-06 1.18156e-06 3.61653e-06 8.79243e-06 2.36308e-06 3.25135e-06 2.46904e-06 2.73223e-06 9.76333e-06 1.28427e-05 4.31783e-06 2.08347e-06 2.0627e-06 5.51414e-06 2.69458e-06 2.14049e-06 4.02455e-06 2.0452e-06 2.03137e-06 2.29909e-06 8.90957e-06
threshold=-0.23647499999999996 0.15438500000000002 -0.14628999999999995 0.013605000000000001 -0.012549999999999997 -0.45454999999999995 0.51314000000000015 0.05259500000000001 0.15724500000000002 -0.39724499999999996 0.092000000000000012 0.090385000000000007 -0.08076499999999999 0.41553500000000004 0.40945500000000007 0.26753000000000005 -0.014954999999999998 0.087110000000000007 0.087075000000000014 -0.0021499999999999996 0.089785000000000018 0.099565000000000015 0.083195000000000005 0.10441000000000002 -0.051744999999999992 -0.067104999999999984 -0.077639999999999987 0.11240000000000001 -0.53908999999999996 0.037915000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 -8 9 -7 11 13 -13 14 15 16 17 18 -11 -18 27 22 -12 -23 -25 -26 -27 28 29 -21
right_child=1 -3 3 4 -6 8 7 -9 -10 10 21 12 -14 -15 -16 -17 19 -19 -20 20 -22 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-2.2431639808928595e-05 -2.0891203203063927e-05 3.272344752360823e-05 4.1435741832174247e-05 -7.6256740312276503e-06 4.2856537627466469e-05 -2.3220864341055859e-05 1.9885385916432857e-05 -3.6552810464248371e-05 -2.2558756461421582e-05 1.0509621868801208e-06 4.321664391682134e-06 1.4687073251645252e-05 -7.5775227153263551e-05 -2.6053446377838033e-05 3.8385459596280602e-05 -2.7398615527614092e-05 -4.3668005230796085e-05 -1.6426583715656307e-05 9.9943009233053709e-05 -6.7934384323583202e-05 2.9821593216183828e-05 -2.6232504795629985e-05 5.8207171830872543e-05 2.8268915298212963e-05 -2.7687034985559108e-05 2.7431359744585326e-05 -4.5567532418853936e-06 2.2204712802657668e-05 -2.5500882098152766e-07 7.8100574062938737e-06
leaf_weight=20 25 24 24 21 21 20 29 21 32 29 79 22 21 35 22 33 23 48 24 24 23 33 25 32 38 41 39 39 2210 44
leaf_count=20 25 24 24 21 21 20 29 21 32 29 79 22 21 35 22 33 23 48 24 24 23 33 25 32 38 41 39 39 2210 44
internal_value=0 1.44675e-07 -1.09433e-07 6.07973e-08 1.76154e-05 -1.84151e-07 1.08584e-05 -3.81866e-06 -4.62473e-07 -2.18987e-07 -5.94737e-08 -7.32349e-07 -2.94922e-05 -2.48139e-07 1.1041e-07 -2.26815e-07 1.37093e-07 1.62439e-05 4.58323e-05 -5.51348e-07 -1.27552e-07 6.02923e-06 1.72749e-05 -3.61761e-07 5.3298e-06 -8.90974e-07 1.18372e-05 -4.24846e-07 -8.1227e-07 -1.89233e-05
internal_weight=0 3101 3077 3052 42 3010 74 50 2936 2904 2884 2597 43 2554 2519 2497 2464 101 53 2363 2340 287 104 183 150 118 80 2317 2278 68
internal_count=3121 3101 3077 3052 42 3010 74 50 2936 2904 2884 2597 43 2554 2519 2497 2464 101 53 2363 2340 287 104 183 150 118 80 2317 2278 68
is_linear=0
shrinkage=0.1


Tree=4462
num_leaves=31
num_cat=0
split_feature=40 130 1209 132 1203 1185 50 1212 3 16 1212 1213 42 1212 401 402 1210 401 1213 4 42 1213 401 16 1213 403 12 403 13 2
split_gain=9.21146e-07 1.26161e-06 8.89933e-07 8.98082e-07 2.80087e-05 1.50681e-05 6.49541e-06 1.0205e-06 7.21055e-06 1.95403e-05 2.21054e-05 1.99677e-05 8.81432e-06 2.56465e-06 2.18148e-06 1.9949e-06 1.86542e-06 1.84757e-06 2.23768e-06 5.77669e-06 8.01633e-06 2.51582e-06 1.31712e-06 2.54956e-06 1.60602e-06 3.7206e-06 4.01785e-06 4.69413e-06 3.80297e-06 1.59623e-06
threshold=-0.24290999999999999 -0.22229499999999999 -0.14444499999999996 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.087464999999999987 -0.078724999999999976 -0.088159999999999988 -0.15673499999999999 -0.090764999999999985 0.092860000000000012 -0.063924999999999996 0.11655000000000001 0.11522000000000002 -0.099939999999999987 0.097145000000000023 -0.087049999999999975 -0.082594999999999988 0.086325000000000013 -0.084774999999999989 0.086285000000000014 -0.087659999999999988 -0.011424999999999999 -0.059794999999999994 0.089300000000000004 -0.088034999999999988 -0.0034749999999999994 0.085785000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -5 -4 8 9 11 -11 -7 -10 -9 15 16 -15 18 19 -18 -21 -20 24 -24 25 26 27 -23 -28 -26
right_child=1 2 3 5 -6 7 -8 13 12 10 -12 -13 -14 14 -16 -17 17 -19 21 20 -22 22 23 -25 29 -27 28 -29 -30 -31
leaf_value=-1.8743937884070106e-05 2.2995928344471397e-05 2.1004415175411849e-05 4.3536777723326519e-07 -8.307349370707843e-05 0.0001158222396129748 -4.3555336222717804e-05 -5.9669676629710012e-05 2.6959330170939211e-05 7.1161364671535839e-05 -5.5804279691074047e-06 -0.00014302166071667504 9.6059287752723325e-05 -1.1713867945328469e-05 -2.963729999637941e-05 -3.2814116420922803e-05 2.6420235810982036e-05 4.6714240978731585e-05 -2.3219757900788507e-05 -3.5260405802546302e-05 -5.1774894875831839e-05 3.4602690059480008e-05 6.9222610909491774e-06 4.0013056498840645e-05 -4.4039968218255258e-06 4.4129213159595639e-06 -4.9512496254811559e-05 5.1952461908513222e-05 -5.0551893542029177e-05 -8.9772139160361678e-06 -1.2509199372518923e-06
leaf_weight=26 24 20 178 22 21 21 20 36 21 25 22 20 33 21 20 29 36 33 20 21 22 30 24 28 740 21 20 27 21 1519
leaf_count=26 24 20 178 22 21 21 20 36 21 25 22 20 33 21 20 29 36 33 20 21 22 30 24 28 740 21 20 27 21 1519
internal_value=0 1.57465e-07 -2.10186e-08 -1.58845e-07 6.01082e-06 -6.35948e-07 -5.63585e-06 9.47024e-09 -8.25093e-06 -2.5903e-05 -6.99146e-05 2.45494e-05 2.05154e-05 4.49117e-07 8.65152e-08 3.38434e-07 4.56072e-08 2.8891e-07 5.95666e-07 1.71607e-05 -7.58171e-06 6.15264e-08 3.52242e-07 1.60962e-05 7.96738e-09 -1.13149e-05 -3.12965e-06 -2.03023e-05 2.07446e-05 6.04433e-07
internal_weight=0 3095 3071 3051 219 2832 198 2810 142 88 47 41 54 2668 2632 2612 2583 2562 2529 79 43 2450 2430 52 2378 119 98 57 41 2259
internal_count=3121 3095 3071 3051 219 2832 198 2810 142 88 47 41 54 2668 2632 2612 2583 2562 2529 79 43 2450 2430 52 2378 119 98 57 41 2259
is_linear=0
shrinkage=0.1


Tree=4463
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 12 4 9 10 12 11 9 16 51 402 129 43 12 1 150 0 0 15 13 1 15 15 376 3 52 47
split_gain=9.86919e-07 6.28425e-06 3.23751e-06 9.34346e-07 2.20853e-06 9.5094e-07 1.09111e-06 1.72494e-06 8.02719e-06 4.12059e-06 2.75798e-06 1.2125e-06 4.53721e-06 4.90757e-06 2.99478e-06 2.83598e-06 6.36054e-06 3.39775e-06 4.22457e-06 5.63675e-06 5.71018e-06 5.44729e-06 5.43935e-06 3.75657e-06 2.42345e-06 2.27359e-06 1.71744e-06 1.8851e-06 4.32723e-06 1.8954e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23647499999999996 0.23631000000000002 0.62931500000000018 -0.092939999999999981 0.053330000000000009 -0.010834999999999999 -1.0000000180025095e-35 0.088235000000000022 -0.15241499999999997 0.081440000000000026 0.095140000000000016 -0.082304999999999975 -0.092909999999999979 0.087075000000000014 0.10920500000000001 0.12083000000000001 -0.15090499999999998 -0.13027499999999997 0.035560000000000008 -0.083499999999999977 0.11323000000000001 -0.42198999999999992 -0.094329999999999983 -1.0000000180025095e-35 -0.0037349999999999996 -0.0027449999999999996 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 -5 9 -9 -8 11 12 13 15 -13 16 -11 18 19 -17 -21 22 -22 -19 -25 -26 -16 -28 -29 -30
right_child=1 3 -4 4 -6 -7 7 8 -10 10 -12 14 -14 -15 26 17 -18 23 -20 20 21 -23 -24 24 25 -27 27 28 29 -31
leaf_value=-1.9324213600413762e-06 5.4997327138802832e-05 -2.1444573649205269e-05 -3.8879741368368237e-05 2.2907612605021791e-05 3.180697119453478e-05 -1.6876065287898669e-05 4.348758238021137e-05 1.5442698676793045e-05 -6.1063261546223665e-05 1.6606882234720452e-05 -3.0117979376882432e-05 3.7950383425182244e-05 -4.2202051645290339e-05 -4.7356564143476798e-05 -2.1769891155241622e-05 -2.3517634424312813e-05 -5.8603541971103339e-05 -4.5580152163893221e-05 5.5978685226624043e-05 6.3052926460234937e-05 -2.51486416118496e-06 -2.9286480562236479e-05 5.9063150225623621e-05 -2.7791317188530231e-05 2.5662978166506855e-05 -1.3456054020840233e-05 3.9072480867836078e-08 1.4869543042939176e-06 6.5404705845353695e-05 -3.4767395215264209e-05
leaf_weight=195 21 20 27 21 22 33 22 32 24 22 30 22 30 22 33 41 23 22 21 24 32 27 26 22 39 24 1929 234 51 30
leaf_count=195 21 20 27 21 22 33 22 32 24 22 30 22 30 22 33 41 23 22 21 24 32 27 26 22 39 24 1929 234 51 30
internal_value=0 4.92088e-07 -6.42601e-06 9.43776e-08 2.45105e-07 2.66895e-10 1.98954e-07 2.75367e-08 -1.73456e-05 3.84431e-07 3.37398e-08 3.72016e-07 -4.90044e-06 -1.65683e-06 1.23203e-06 1.45585e-06 -2.1834e-05 5.22579e-06 1.39709e-05 8.08986e-06 1.99789e-05 7.81684e-06 2.50891e-05 -8.75011e-06 7.82375e-07 1.07605e-05 8.77264e-07 1.21031e-06 8.38275e-06 2.83039e-05
internal_weight=0 2899 222 2878 2858 2836 2803 2782 56 2726 2704 2674 375 345 2299 323 45 278 171 150 109 85 58 107 85 63 2277 2244 315 81
internal_count=3121 2899 222 2878 2858 2836 2803 2782 56 2726 2704 2674 375 345 2299 323 45 278 171 150 109 85 58 107 85 63 2277 2244 315 81
is_linear=0
shrinkage=0.1


Tree=4464
num_leaves=31
num_cat=0
split_feature=12 130 50 132 42 42 1211 50 1186 14 156 483 484 1419 456 456 16 159 49 51 403 50 50 50 403 3 43 402 1212 484
split_gain=1.05845e-06 1.6266e-06 9.51654e-07 2.28234e-05 1.92674e-05 2.6664e-05 1.08166e-05 2.78923e-06 1.75606e-06 1.61373e-06 6.24638e-06 2.47341e-06 6.33528e-06 4.90422e-06 2.22306e-06 4.11044e-06 1.84303e-06 4.6768e-06 3.54641e-06 2.67758e-06 3.67409e-06 1.54091e-06 6.31291e-06 4.06994e-06 2.7374e-06 9.27703e-06 2.20457e-05 2.52323e-06 1.77099e-06 1.44078e-06
threshold=0.23631000000000002 -0.22461999999999996 0.096900000000000014 -0.083284999999999984 -0.021469999999999996 -0.095284999999999995 0.09030500000000001 0.094500000000000015 -0.095479999999999982 -0.31455999999999995 -0.092624999999999985 0.087520000000000014 -0.081684999999999994 0.084555000000000005 0.088285000000000016 0.087225000000000011 -0.071359999999999993 -0.040234999999999993 0.092975000000000016 0.11594500000000001 0.068400000000000002 0.090630000000000016 0.089890000000000012 0.09227500000000001 -0.53960999999999981 -0.085784999999999986 -0.03898999999999999 0.23460000000000003 0.13592000000000001 -0.093244999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 5 -5 9 8 -3 -6 -11 13 -13 14 15 16 18 -18 19 20 -12 22 24 -23 25 -10 -27 28 29 -26
right_child=-2 2 3 4 6 -7 -8 -9 21 10 11 12 -14 -15 -16 -17 17 -19 -20 -21 -22 23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=2.4596242608957392e-05 -2.1373013086027325e-05 -2.4034686301151415e-05 0.00010351345481467434 4.8179414779252307e-06 2.609006908034399e-05 -0.00014876404466576787 7.3199053820091018e-05 -2.8792542148689144e-05 7.6882651501364318e-05 -5.3855629439567564e-05 -5.6821620044344024e-05 -1.5179724606731235e-05 5.0394392011345625e-05 -4.6888244425991575e-05 3.3173757442059671e-05 -4.0288952798370954e-05 -7.8635656021311494e-06 4.7522133372694951e-05 3.1528140954668002e-05 1.2707521067489365e-05 1.7827759802457876e-06 4.3443623949964867e-05 -5.5061718350251408e-05 -9.5676941297521509e-06 9.925923549623068e-06 7.228292781292112e-05 -6.9873731771015934e-05 -3.2803445355966689e-05 2.7397941923244736e-05 -1.059301039588314e-06
leaf_weight=27 23 31 22 26 26 20 23 35 20 20 23 26 34 21 23 22 31 30 22 23 20 28 21 30 126 20 24 24 23 2277
leaf_count=27 23 31 22 26 26 20 23 35 20 20 23 26 34 21 23 22 31 30 22 23 20 28 21 30 126 20 24 24 23 2277
internal_value=0 1.58678e-07 -5.61752e-08 4.41591e-06 -1.17421e-06 -6.19568e-05 6.9537e-06 -7.49105e-07 -3.7505e-07 2.20715e-06 1.02217e-07 4.02642e-06 2.19789e-05 -9.83581e-07 3.98548e-06 5.95722e-08 6.01707e-06 1.93753e-05 -3.24261e-06 -1.48329e-05 -2.95638e-05 -9.21926e-08 -4.60926e-07 1.6024e-05 -4.83298e-09 2.04116e-05 -5.25707e-06 -5.3816e-07 -2.18965e-07 -4.83297e-07
internal_weight=0 3098 3071 412 390 46 344 2659 2624 321 295 275 60 215 194 171 149 61 88 66 43 2593 2535 58 2514 64 44 2450 2426 2403
internal_count=3121 3098 3071 412 390 46 344 2659 2624 321 295 275 60 215 194 171 149 61 88 66 43 2593 2535 58 2514 64 44 2450 2426 2403
is_linear=0
shrinkage=0.1


Tree=4465
num_leaves=31
num_cat=0
split_feature=132 1185 1203 448 0 44 1456 2 159 154 157 4 3 47 12 4 475 4 2 484 158 2 3 2 16 52 51 15 150 150
split_gain=1.02737e-06 4.79955e-06 2.48981e-06 9.55253e-07 2.62187e-06 1.09727e-06 1.32217e-06 3.64398e-06 1.35199e-06 1.33898e-06 2.78374e-06 9.8543e-07 3.21869e-06 6.03446e-06 4.76334e-06 1.94523e-06 4.10931e-06 1.38919e-06 1.17473e-06 9.02329e-06 8.58212e-06 4.61704e-06 1.20976e-05 6.27233e-06 6.69923e-06 5.69831e-06 3.94735e-06 4.64314e-06 3.94131e-06 4.51887e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.068920000000000023 -0.26609999999999995 0.084760000000000016 0.11027500000000001 0.10327000000000001 0.14765500000000001 0.084190000000000001 0.63604500000000008 -0.50940999999999981 -0.098469999999999988 1.0000000180025095e-35 0.090545000000000014 -0.49405499999999997 -0.024084999999999999 -0.46376499999999993 0.11411 0.10126500000000001 0.10635000000000001 0.10912000000000001 -0.082234999999999989 0.10672500000000001 -1.0000000180025095e-35 -0.078224999999999975 0.10501000000000001 -0.070929999999999979 0.11235000000000002 0.095950000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 8 -8 9 10 11 12 14 -14 -6 16 -13 -17 21 20 26 23 -23 -19 -25 -24 28 -28 29 -20
right_child=1 3 -4 -5 5 -7 7 -9 -10 -11 -12 15 13 -15 -16 17 -18 18 19 -21 -22 22 25 24 -26 -27 27 -29 -30 -31
leaf_value=-2.5330451312651438e-06 4.8135494788376882e-05 3.469567739309489e-05 -3.443226294491199e-05 -2.1624092856029623e-05 -2.2088043646283991e-05 1.6697969029057557e-05 -4.0016834721208059e-05 1.1033822779103908e-05 2.0553002332235338e-05 2.5030100204319407e-05 -3.748795585124754e-05 -4.1848311265048026e-06 -7.0091041097839477e-05 4.2836368038479127e-06 4.4640421128860909e-05 -2.5104399008507081e-05 5.2325777075814338e-05 8.6125948598319403e-07 -3.6937692420906388e-07 -6.8693760043797309e-05 6.2401641635005951e-05 9.1659299578168436e-05 4.2467356979614128e-05 -1.6913624070487761e-06 -8.0055650868189333e-05 -1.5056331341268151e-05 -6.2682004765216942e-05 -4.7845611182613843e-07 3.9094414933060766e-05 -4.9767639461606455e-05
leaf_weight=194 21 22 28 20 23 39 29 27 32 21 20 31 20 24 20 22 22 1983 250 21 20 20 26 24 20 51 24 24 23 20
leaf_count=194 21 22 28 20 23 39 29 27 32 21 20 31 20 24 20 22 22 1983 250 21 20 20 26 24 20 51 24 24 23 20
internal_value=0 5.02076e-07 -6.55637e-06 1.54507e-07 3.06912e-07 4.01442e-08 -1.92124e-07 -1.54031e-05 1.18644e-07 -1.22736e-07 -3.19243e-07 -4.06169e-08 -1.05084e-05 -2.9523e-05 8.94845e-06 3.12229e-07 1.92724e-05 -8.52742e-08 1.34367e-07 -4.97098e-06 -1.26411e-06 1.05256e-06 2.23656e-05 3.26452e-08 -3.73115e-05 4.36725e-06 -4.99817e-06 -3.15802e-05 -6.43432e-07 -4.02851e-06
internal_weight=0 2899 222 2878 2858 2836 2797 56 2741 2709 2688 2668 87 44 43 2581 53 2528 2506 382 361 2124 97 2027 44 77 341 48 293 270
internal_count=3121 2899 222 2878 2858 2836 2797 56 2741 2709 2688 2668 87 44 43 2581 53 2528 2506 382 361 2124 97 2027 44 77 341 48 293 270
is_linear=0
shrinkage=0.1


Tree=4466
num_leaves=31
num_cat=0
split_feature=130 130 1452 12 142 16 11 1 45 147 150 49 147 147 483 482 1456 153 13 1186 457 47 1 9 47 15 16 2 1 4
split_gain=9.36969e-07 1.52899e-06 9.22644e-07 1.19994e-06 4.02278e-06 3.14826e-06 2.95886e-06 1.29646e-06 1.37417e-06 1.45983e-06 1.69004e-06 7.38428e-06 2.83823e-06 3.0744e-06 1.58672e-06 1.50601e-06 1.61121e-06 1.51082e-06 1.4088e-06 3.8751e-06 3.44646e-06 3.41246e-06 2.11047e-05 1.50339e-05 4.12329e-06 3.96215e-06 1.27368e-05 5.71125e-06 4.92189e-06 3.86802e-06
threshold=-0.22699999999999995 -0.14845499999999998 0.11769000000000002 0.12757000000000002 -0.057499999999999989 -0.11227499999999999 -0.014494999999999999 0.15618500000000002 0.084355000000000013 0.099730000000000027 0.12640500000000002 -0.045154999999999994 0.092070000000000013 0.090335000000000013 -0.47181499999999993 -0.223575 0.11027500000000001 0.082840000000000011 -0.0034749999999999994 -0.085584999999999981 -0.080669999999999978 0.094160000000000008 0.093205000000000024 0.081890000000000004 0.12282000000000001 -0.10203999999999998 -0.095094999999999985 1.0000000180025095e-35 0.092390000000000014 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -6 8 9 10 12 -12 13 14 -8 -16 17 18 -17 -20 -21 23 -23 25 -24 26 -22 28 -27 -29
right_child=1 2 -4 5 6 -7 7 -9 -10 -11 11 -13 -14 -15 15 16 -18 -19 19 20 21 22 24 -25 -26 27 -28 29 -30 -31
leaf_value=-1.8904253430754092e-05 2.7050249818352142e-05 4.1772933224385036e-05 1.8044792808983142e-05 -4.5527195410007457e-05 -3.6747569191158459e-05 7.5100371982351098e-07 2.6224641624139624e-05 -2.1748433573520744e-05 1.8672777882784431e-05 2.3151465278782851e-05 1.8488614491966124e-05 -5.8432710996688308e-05 3.0204983106100814e-05 -3.8339087699395828e-05 -2.1065965687311667e-05 -8.4486117888190576e-07 -2.0899445189570542e-05 -2.6980680089536691e-05 4.1492012409165643e-05 -3.8028417884561355e-05 -1.5268526385625592e-05 0.00010798684150878607 -4.7786232880753235e-05 -8.1312612400368043e-05 1.5657562436813132e-05 -3.6001584043509454e-06 7.194246543693942e-05 2.9754198605135815e-06 -6.544613882976013e-05 3.9472267798696376e-05
leaf_weight=26 21 23 28 21 22 49 23 27 40 27 26 24 31 21 34 1882 36 20 27 20 34 21 20 21 21 31 33 459 22 31
leaf_count=26 21 23 28 21 22 49 23 27 40 27 26 24 31 21 34 1882 36 20 27 20 34 21 20 21 21 31 33 459 22 31
internal_value=0 1.58799e-07 -2.49093e-08 -1.91013e-07 1.13389e-07 -1.31325e-05 -2.11084e-07 6.31578e-08 2.65952e-07 8.87295e-09 -2.11377e-07 -1.84336e-05 1.15538e-07 -2.22914e-07 6.97514e-08 -1.52064e-07 1.1346e-07 3.99783e-07 6.08635e-07 4.30523e-06 2.89703e-06 4.07814e-06 2.64646e-05 1.87852e-06 -1.52906e-05 4.74247e-06 2.76861e-05 1.91149e-06 -2.92721e-05 5.2844e-06
internal_weight=0 3095 3074 3046 2976 70 2953 2931 2904 2864 2837 50 2787 2756 2735 2712 2678 2642 2622 740 713 693 62 631 41 610 67 543 53 490
internal_count=3121 3095 3074 3046 2976 70 2953 2931 2904 2864 2837 50 2787 2756 2735 2712 2678 2642 2622 740 713 693 62 631 41 610 67 543 53 490
is_linear=0
shrinkage=0.1


Tree=4467
num_leaves=31
num_cat=0
split_feature=1446 50 132 1211 50 44 0 0 483 16 13 42 13 52 133 16 1 13 1186 50 50 50 403 12 403 42 16 15 3 153
split_gain=8.92687e-07 1.09444e-06 2.05566e-05 1.9765e-05 2.23044e-06 2.22664e-06 4.77452e-06 2.24899e-06 4.31818e-06 7.37466e-06 2.90598e-06 4.71459e-06 3.23829e-06 3.29037e-06 2.1456e-06 2.87815e-06 2.64994e-06 2.00912e-06 1.66765e-06 1.30675e-06 5.13961e-06 3.19382e-06 2.15912e-06 7.5707e-06 2.23231e-06 1.5645e-06 2.99191e-06 4.78514e-06 4.39593e-06 2.87054e-06
threshold=0.11655500000000001 0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.094500000000000015 0.099360000000000018 -0.14226499999999997 -0.087519999999999987 0.087520000000000014 -0.072804999999999981 -0.085964999999999986 0.084535000000000013 -0.080344999999999986 0.41173500000000007 0.047850000000000011 -0.070454999999999976 0.093400000000000025 -0.085744999999999988 -0.095479999999999982 0.090630000000000016 0.089890000000000012 0.09227500000000001 -0.53960999999999981 0.092355000000000007 -0.53255499999999989 0.11720500000000002 -0.073404999999999984 0.090455000000000021 -0.065229999999999996 0.082840000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 18 6 -4 8 9 17 11 -9 13 -12 16 -16 -14 -8 -1 20 22 -21 23 -20 -24 29 27 -27 -28 -26
right_child=-2 2 3 -5 -6 -7 7 10 -10 -11 12 -13 14 -15 15 -17 -18 -19 19 21 -22 -23 24 -25 25 26 28 -29 -30 -31
leaf_value=-2.3262207926769232e-05 -1.5440426312960808e-05 0.00010137374794707978 5.3602189271508737e-05 -9.4556138148098925e-05 -2.5614171289427242e-05 -2.4080677583053027e-05 1.635879722347123e-05 1.5291175259335432e-05 3.0175248589923445e-05 -6.667974366396464e-05 6.7667696277401947e-05 -4.5238410596291284e-05 4.161966338165991e-05 1.1624818216660061e-05 -3.4733743294574586e-05 1.2351929484900801e-05 -2.6404910992520554e-06 -2.2654797240565215e-05 -1.2500312782827273e-05 3.9201129597391371e-05 -4.9536014159370794e-05 -7.7590227601831439e-06 -3.3606203578528949e-05 5.6155065901513251e-05 -2.4980787273934546e-07 1.7559442101679046e-05 5.7981525816768022e-05 -4.25059002866744e-05 1.3548434567226275e-06 -3.4316915494855497e-05
leaf_weight=31 37 21 21 21 35 24 33 31 23 23 22 22 31 20 21 34 24 22 36 28 21 30 20 29 2324 36 26 21 29 25
leaf_count=31 37 21 21 21 35 24 33 31 23 23 22 22 31 20 21 34 24 22 36 28 21 30 20 29 2324 36 26 21 29 25
internal_value=0 1.85235e-07 5.11469e-06 -3.1929e-07 -5.34674e-07 5.31881e-06 7.47657e-06 4.31109e-06 -7.90266e-06 -1.91308e-05 1.03286e-05 -9.83431e-06 1.73591e-05 4.09806e-05 8.33995e-06 -5.62624e-06 2.23061e-05 7.53359e-07 -2.04184e-07 6.81204e-08 -2.67256e-07 1.49114e-05 1.39125e-07 1.81305e-05 -3.32235e-07 -6.18246e-08 1.14851e-05 -4.56989e-06 2.81238e-05 -6.12378e-07
internal_weight=0 3084 393 372 2691 351 327 306 101 78 205 53 152 42 110 55 55 55 2656 2625 2567 58 2546 65 2481 2461 112 57 55 2349
internal_count=3121 3084 393 372 2691 351 327 306 101 78 205 53 152 42 110 55 55 55 2656 2625 2567 58 2546 65 2481 2461 112 57 55 2349
is_linear=0
shrinkage=0.1


Tree=4468
num_leaves=31
num_cat=0
split_feature=132 132 50 393 120 1 120 2 9 33 9 151 160 51 150 42 1373 13 12 13 133 2 151 160 12 1373 2 457 484 484
split_gain=1.13225e-06 4.18096e-06 2.77953e-06 1.90632e-06 1.03579e-06 2.05709e-06 5.40519e-06 2.57279e-06 1.12662e-06 3.41663e-06 2.52754e-06 1.23265e-06 4.06972e-06 1.68742e-05 9.24397e-06 6.82818e-06 3.5753e-06 3.60861e-06 3.19974e-06 7.64816e-06 5.88314e-06 5.10205e-06 2.83758e-06 1.87099e-06 1.58719e-06 1.51729e-06 5.68474e-06 4.86999e-06 1.86928e-06 2.74318e-06
threshold=-0.083174999999999985 -0.050879999999999988 0.09227500000000001 0.10483000000000002 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.092890000000000014 -0.012019999999999998 0.087755000000000014 -0.085134999999999975 -0.085764999999999994 -0.085604999999999987 0.10874500000000002 0.083865000000000009 1.0000000180025095e-35 0.056795000000000005 0.083985000000000018 -0.086254999999999984 0.090445000000000011 0.087995000000000004 -0.083969999999999975 0.041220000000000007 0.15120000000000003 1.0000000180025095e-35 0.089605000000000018 0.31508000000000008 -0.093244999999999981 -0.088654999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 9 -3 11 12 15 -14 16 -11 17 18 19 -15 21 -20 -13 -21 25 27 -27 28 -24 -30
right_child=1 4 -4 -5 -6 -7 -8 -9 -10 10 -12 22 13 14 -16 -17 -18 -19 20 23 -22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=1.5020110644597361e-06 3.9694441611741414e-05 -3.6849103787972126e-05 -3.4657341913565864e-05 -2.8118367245042462e-05 -2.0977263147869962e-05 3.011486407321291e-05 -5.1715121051074677e-05 3.4519186161477678e-05 1.7287791553443592e-05 -1.4167205876760449e-06 3.5707213162368137e-05 -3.3576021255262631e-05 -8.3515830651363518e-05 -3.6152907081746631e-05 6.9895051852985156e-05 6.2207909896613048e-05 -3.8629045848210813e-05 -3.2454679733616234e-05 1.5883387627582125e-05 6.2327276717279238e-06 -1.4827885538579723e-05 8.7312012778966179e-05 1.138106193704755e-05 4.702393737468149e-05 -2.5424401683267207e-05 -1.2943033551402131e-05 5.7971065325546084e-05 -4.190362417700401e-05 -3.7528945345002288e-05 -3.2015404584459754e-07
leaf_weight=166 27 25 31 25 23 23 20 22 38 37 20 26 22 35 22 31 20 21 20 23 20 20 137 22 25 26 20 28 20 2126
leaf_count=166 27 25 31 25 23 23 20 22 38 37 20 26 22 35 22 31 20 21 20 23 20 20 137 22 25 26 20 28 20 2126
internal_value=0 5.27078e-07 -6.8829e-06 -2.375e-06 1.58861e-07 3.29493e-07 8.70786e-08 4.56303e-07 1.87128e-07 -4.95163e-08 2.88591e-07 2.63279e-08 6.15057e-06 -3.28482e-07 8.6869e-06 2.75886e-05 1.24723e-06 6.20081e-06 1.19991e-05 -1.0934e-06 2.94558e-05 5.15977e-05 -7.18857e-07 2.61751e-05 -3.60214e-07 -9.43657e-08 1.78892e-05 -4.52325e-07 5.60574e-08 -6.66927e-07
internal_weight=0 2899 222 191 2872 2849 2826 2806 2784 2746 2721 2701 293 225 203 68 181 161 140 80 60 40 2408 45 2382 2357 46 2311 2283 2146
internal_count=3121 2899 222 191 2872 2849 2826 2806 2784 2746 2721 2701 293 225 203 68 181 161 140 80 60 40 2408 45 2382 2357 46 2311 2283 2146
is_linear=0
shrinkage=0.1


Tree=4469
num_leaves=31
num_cat=0
split_feature=2 2 1375 481 481 1456 1456 1456 12 150 15 1211 1 401 13 13 1212 401 15 15 13 4 15 0 13 15 403 3 13 43
split_gain=1.02985e-06 6.22644e-06 7.43082e-06 3.21044e-06 7.78534e-06 6.53868e-06 6.07187e-06 6.12393e-06 2.9564e-06 4.99129e-06 3.75377e-06 7.28658e-06 5.98283e-06 3.52595e-06 3.83719e-06 1.474e-05 5.77548e-06 4.93053e-06 4.03832e-06 1.06158e-05 1.3432e-05 1.11385e-05 4.03772e-06 3.88364e-06 5.84493e-06 3.3451e-06 4.08841e-06 3.26289e-06 4.20722e-06 6.13577e-06
threshold=0.087625000000000022 0.087505000000000013 -0.15308499999999997 -0.087424999999999989 -0.13925499999999996 0.090820000000000026 0.085790000000000019 0.080615000000000006 0.12757000000000002 0.10635000000000001 0.091650000000000023 0.10809000000000001 0.089770000000000016 0.11769000000000002 -0.087934999999999985 -0.089109999999999981 -0.088009999999999991 0.092675000000000021 0.090325000000000003 0.087485000000000021 -0.086804999999999979 -0.081714999999999996 0.088495000000000018 -0.08841499999999998 -0.093839999999999993 0.086355000000000015 -0.11227499999999999 -0.077354999999999993 -0.069964999999999986 -0.065269999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 9 10 11 13 -12 14 15 16 -5 18 19 20 -16 22 -21 -18 -25 26 -22 -14 29 -29
right_child=-2 -3 3 5 -6 -7 -8 -9 -10 -11 12 -13 27 -15 17 -17 23 -19 -20 21 25 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-5.3986017148114723e-05 -1.6586375924310206e-06 5.6036564048900763e-05 1.5541774184081686e-05 -3.7086680965854394e-05 -5.6501460258004953e-05 5.9915380625170655e-05 -4.8624667761032471e-05 4.5733876510039961e-05 -3.6050274447916306e-05 3.6174642801322698e-05 5.9799127232578878e-05 -5.6348815543633863e-05 -1.0615122610352844e-05 4.1124047863507131e-05 -8.273432722922909e-05 7.5470534364564134e-05 -4.1547808840042073e-06 -3.8577896665820417e-05 -3.5310892470159379e-05 3.9011998258222148e-05 3.2319626191295085e-05 0.00010000984527323454 -1.7868142579876198e-05 -1.9257007099642784e-06 6.4503527196043604e-05 -3.6513566052375465e-05 -2.0136605672839721e-06 3.8448467207870084e-05 5.3504114965527645e-05 -3.631463944094278e-05
leaf_weight=24 1702 21 30 33 30 20 23 33 20 43 26 23 57 21 21 31 81 38 34 26 37 20 24 27 26 26 554 23 26 21
leaf_count=24 1702 21 30 33 30 20 23 33 20 43 26 23 57 21 21 31 81 38 34 26 37 20 24 27 26 26 554 23 26 21
internal_value=0 1.98943e-06 1.17756e-06 2.14112e-06 -2.04798e-05 3.17404e-06 2.29705e-06 3.21853e-06 2.08524e-06 2.71144e-06 1.48683e-06 -7.00101e-07 1.6095e-05 5.811e-07 -2.89454e-07 1.21429e-05 3.87426e-07 -3.44535e-06 -1.64611e-06 -2.94378e-08 -4.08545e-06 3.69382e-05 1.17095e-05 9.61612e-06 3.06622e-05 -1.40858e-06 1.35801e-07 7.14766e-06 2.16116e-05 2.76608e-06
internal_weight=0 1419 1398 1374 60 1314 1294 1271 1238 1218 1175 1022 153 999 978 198 167 780 742 708 638 70 50 134 53 617 591 127 70 44
internal_count=3121 1419 1398 1374 60 1314 1294 1271 1238 1218 1175 1022 153 999 978 198 167 780 742 708 638 70 50 134 53 617 591 127 70 44
is_linear=0
shrinkage=0.1


Tree=4470
num_leaves=31
num_cat=0
split_feature=483 12 158 158 482 12 474 39 42 4 158 1455 1456 43 1456 47 2 1 4 1 2 13 0 1453 376 159 150 49 43 43
split_gain=1.12399e-06 2.59471e-06 1.4877e-06 1.3312e-06 1.3955e-06 4.45139e-06 6.74255e-06 4.30287e-06 2.83995e-06 3.36939e-06 1.48349e-06 1.19297e-06 5.52949e-06 7.44469e-06 1.81839e-06 2.09063e-06 1.55283e-06 3.32386e-06 4.24033e-06 3.31673e-06 2.89315e-06 3.00731e-06 7.15855e-06 2.39418e-06 2.3945e-06 2.30234e-06 1.56877e-06 1.87342e-06 4.45112e-06 6.50574e-06
threshold=0.12325000000000001 0.094435000000000005 -0.47356499999999996 -0.46413499999999996 0.090355000000000005 0.088045000000000012 0.089435000000000014 0.15619500000000003 0.085465000000000013 0.51164000000000009 -0.25150999999999996 -0.037084999999999993 -0.062944999999999987 -0.013024999999999998 0.12034500000000002 0.13975500000000002 0.14122000000000004 0.13686500000000004 0.50500500000000004 0.13471500000000003 0.14753000000000002 -0.049279999999999997 -0.055064999999999996 1.0000000180025095e-35 0.088720000000000007 0.13255000000000003 -0.15178999999999995 0.11428500000000001 -0.084569999999999992 -0.078469999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 7 8 -7 10 9 -6 -5 12 13 -12 15 16 17 19 -19 23 -18 22 -22 24 25 26 -13 -28 -29 -30
right_child=1 -3 3 4 5 6 -8 -9 -10 -11 11 14 -14 -15 -16 -17 20 18 -20 -21 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=2.5049183068404091e-05 -3.9708427452158345e-05 4.9350179991355015e-06 -2.5660423270892357e-05 -2.4628356349391352e-05 4.0548019205743914e-05 7.510725922657003e-05 -3.1844398439385593e-06 -4.5299527907142575e-05 -3.252965924881816e-05 -1.5027199166676534e-05 2.3458929397622198e-05 2.5314868844361629e-05 5.7895789723261259e-05 -5.0731499820921318e-05 -2.5361359666931095e-05 2.8473955479477388e-05 3.978666165738577e-05 -5.8924529697502624e-05 -1.124313411461723e-06 3.7763406156876087e-05 -7.4825434901206555e-06 -1.981004401435761e-05 6.2380372169586323e-05 -3.0001963122467043e-05 -3.2909321916204962e-05 2.6465010551240113e-05 2.4540388652705336e-07 -5.0151374907727592e-05 4.2163219233278446e-05 -1.8514034155120514e-05
leaf_weight=24 23 30 20 24 20 22 22 21 24 24 38 24 20 21 28 26 27 22 30 23 44 37 22 27 22 33 2307 25 24 67
leaf_count=24 23 30 20 24 20 22 22 21 24 24 38 24 20 21 28 26 27 22 30 23 44 37 22 27 22 33 2307 25 24 67
internal_value=0 -1.44386e-05 2.49438e-07 5.39075e-08 2.23976e-07 1.11777e-05 3.59614e-05 -1.9732e-07 -4.85889e-06 1.02343e-05 1.30299e-07 3.37557e-07 1.24556e-05 -2.94783e-06 -5.81706e-09 2.51413e-07 -1.69798e-08 -5.49473e-07 -2.55783e-05 -3.9482e-08 1.06493e-05 3.01131e-06 1.58051e-05 -3.83281e-07 -6.36545e-08 2.27718e-07 -1.26115e-07 -3.7811e-07 -1.27785e-05 -2.51124e-06
internal_weight=0 53 3068 3044 3024 112 44 2912 68 44 2891 2867 79 59 2788 2760 2734 2604 52 2552 130 103 66 2529 2502 2480 2447 2423 116 91
internal_count=3121 53 3068 3044 3024 112 44 2912 68 44 2891 2867 79 59 2788 2760 2734 2604 52 2552 130 103 66 2529 2502 2480 2447 2423 116 91
is_linear=0
shrinkage=0.1


Tree=4471
num_leaves=31
num_cat=0
split_feature=457 457 448 1348 48 48 453 47 3 483 12 158 482 3 1 482 483 482 4 2 2 2 155 15 0 16 3 42 1 52
split_gain=1.11103e-06 1.38591e-06 1.11795e-06 2.58377e-06 1.18259e-06 1.99245e-06 1.39262e-06 1.29942e-06 1.40745e-06 1.22889e-06 2.99975e-06 1.93091e-06 1.54406e-06 8.38795e-06 6.0971e-06 3.91699e-06 8.92641e-06 5.41798e-06 2.73947e-06 1.75245e-06 7.35336e-06 7.04642e-06 3.37765e-06 3.60878e-06 9.72085e-06 4.8077e-06 4.19283e-06 3.44073e-06 6.53233e-06 3.40053e-06
threshold=0.41022000000000008 0.14090500000000003 0.030280000000000001 0.091105000000000005 0.13400000000000004 0.12118000000000002 0.089215000000000017 0.13283000000000003 -0.03694999999999999 0.12325000000000001 0.094435000000000005 -0.47356499999999996 0.098465000000000011 -0.074479999999999977 0.16540500000000002 0.089745000000000005 0.086010000000000017 0.087425000000000017 -0.012889999999999999 0.10584500000000001 0.10644500000000001 0.10497000000000002 0.14786500000000002 -0.036009999999999993 -0.11013499999999998 -0.08595499999999999 -0.063814999999999997 -1.0000000180025095e-35 0.097525000000000014 0.10160000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 8 -6 11 -11 -1 14 18 15 17 -17 19 -14 21 -21 -13 23 -22 -25 -26 27 -27 -29 -28
right_child=-2 -3 -4 -5 7 -7 -8 -9 -10 10 -12 12 13 -15 -16 16 -18 -19 -20 20 22 -23 -24 24 25 26 29 28 -30 -31
leaf_value=2.9481797865959049e-05 1.9482165275960521e-05 -2.4119694116582954e-05 -1.988576791843246e-05 3.286913093158243e-05 5.5922631461379797e-06 -2.4445229214239485e-05 2.3403776664054022e-05 -3.913052757655221e-06 4.2204161443459314e-05 -4.5795548012392827e-05 4.5460425788970217e-06 4.5921623693897457e-07 -1.5675486397610612e-05 -6.9377493559841241e-05 5.1371750431945148e-05 9.3831841601560645e-06 -7.4038174305156732e-05 5.2049483274458906e-05 3.3683243484781337e-05 -6.3414341292671112e-05 2.1100142541776037e-06 5.6108307602619827e-05 3.6253023045858191e-05 -7.125034271329814e-05 2.8309915353474935e-05 1.0253770514364905e-06 -1.5945195225088225e-05 -8.1595171621302138e-05 -5.9409334426163699e-06 3.7288001926970627e-05
leaf_weight=22 29 24 28 24 21 34 25 28 21 20 29 2125 23 20 23 29 23 20 22 21 290 23 21 27 32 22 28 25 21 21
leaf_count=22 29 24 28 24 21 34 25 28 21 20 29 2125 23 20 23 29 23 20 22 21 290 23 21 27 32 22 28 25 21 21
internal_value=0 -1.82715e-07 4.53687e-09 1.87737e-07 -7.23271e-08 -3.77562e-07 -9.65523e-08 1.27737e-05 2.38982e-05 -3.00054e-07 -1.60015e-05 -2.89566e-08 -2.59509e-07 -1.54931e-05 1.00428e-07 -3.31845e-07 -2.75147e-05 1.96372e-07 8.45545e-06 -1.94088e-07 -5.47603e-06 1.05509e-06 -2.97766e-06 -4.74557e-06 -1.60417e-05 -6.03745e-06 -1.54316e-05 -3.15012e-05 -4.70574e-05 6.86903e-06
internal_weight=0 3092 3068 3040 3016 2946 2912 70 42 2887 49 2838 2816 65 2751 2728 52 2676 45 2656 508 2148 487 466 176 149 117 68 46 49
internal_count=3121 3092 3068 3040 3016 2946 2912 70 42 2887 49 2838 2816 65 2751 2728 52 2676 45 2656 508 2148 487 466 176 149 117 68 46 49
is_linear=0
shrinkage=0.1


Tree=4472
num_leaves=31
num_cat=0
split_feature=1213 457 457 448 457 43 43 1371 1371 457 150 159 158 481 474 49 42 43 150 1455 457 457 457 13 16 128 12 15 13 2
split_gain=1.04144e-06 9.15114e-07 1.10715e-06 8.90559e-07 2.35043e-06 9.08226e-07 8.93668e-06 8.65482e-06 6.95685e-06 4.32643e-06 3.81376e-06 4.05074e-06 4.45003e-06 3.19996e-06 3.07482e-06 3.39545e-06 4.56708e-06 1.38289e-05 3.46484e-06 3.44869e-06 3.01008e-06 5.20984e-06 3.09617e-06 2.55985e-06 2.37134e-06 6.14392e-06 5.26428e-06 4.72202e-06 7.8505e-06 4.15849e-06
threshold=0.51370000000000016 0.41022000000000008 0.14090500000000003 0.030280000000000001 0.10378500000000002 -0.082389999999999977 -0.08287499999999999 0.083235000000000017 0.083235000000000017 0.085360000000000005 0.10699000000000002 0.11058000000000003 0.093160000000000007 -0.15265499999999996 0.10451000000000001 -0.010699999999999999 0.083935000000000023 -0.09002499999999998 0.083250000000000005 0.078065000000000009 -0.11701499999999999 -0.083209999999999992 -0.052389999999999992 0.11596500000000001 -0.054549999999999994 0.090375000000000025 0.086565000000000017 0.084050000000000014 -0.0069799999999999992 0.11093500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 9 13 10 11 12 14 -7 15 16 -1 18 -18 24 -15 -22 -23 -24 26 29 27 28 -17 -26
right_child=-2 -3 -4 -5 -6 8 -8 -9 -10 -11 -12 -13 -14 20 -16 19 17 -19 -20 -21 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=5.7011389501964847e-07 2.2746069171262209e-05 1.7533948567720001e-05 -2.1707725818487236e-05 -1.7897192849756853e-05 3.0554487567314938e-05 -3.116402776333202e-05 6.548531461951577e-05 6.4207801395761116e-05 -5.7246929827670101e-05 4.1857097628804776e-05 -3.5412488641944066e-05 -3.3325626398234616e-05 3.5309704076603846e-05 3.4253214741511335e-05 3.6810261302716323e-05 1.4283396129217299e-05 -3.4873966978921092e-05 -0.0001044202663615579 2.1482983387007457e-05 3.3646966515021862e-05 -5.0210640914710466e-05 3.8051714740764253e-05 -9.2372389883476327e-07 3.1927131362863297e-05 3.1387730570932434e-06 -6.0345201982272561e-05 -5.0673669777877101e-06 -1.3751493202649034e-05 8.8991892215000749e-05 -3.8242558028806734e-05
leaf_weight=78 20 29 24 28 25 34 22 21 22 23 33 36 36 25 21 39 20 20 24 32 21 21 2036 24 183 20 133 21 22 28
leaf_count=78 20 29 24 28 25 34 22 21 22 23 33 36 36 25 21 39 20 20 24 32 21 21 2036 24 183 20 133 21 22 28
internal_value=0 -1.46705e-07 -3.13612e-07 -1.45154e-07 1.9434e-08 -2.3545e-07 2.61982e-06 8.69138e-07 -1.29751e-06 -8.60527e-07 -2.17756e-06 -6.39336e-07 1.09878e-06 -7.2792e-07 -8.22579e-07 -2.09724e-06 -1.56748e-05 -3.54733e-05 -4.13381e-06 1.93627e-06 -2.414e-07 -6.51659e-07 -1.51545e-07 -5.40995e-07 -3.3894e-07 -7.37359e-06 7.21922e-06 2.71475e-05 4.12274e-05 -2.35259e-06
internal_weight=0 3101 3072 3048 3020 2995 812 790 2183 769 746 713 677 2161 641 620 142 64 44 478 2127 2102 2081 2060 446 231 215 82 61 211
internal_count=3121 3101 3072 3048 3020 2995 812 790 2183 769 746 713 677 2161 641 620 142 64 44 478 2127 2102 2081 2060 446 231 215 82 61 211
is_linear=0
shrinkage=0.1


Tree=4473
num_leaves=31
num_cat=0
split_feature=1211 50 1212 1213 0 402 1213 402 1212 1212 1212 1212 1212 15 42 1212 403 400 160 12 479 0 1447 13 1446 403 481 1204 132 4
split_gain=9.62999e-07 3.00967e-06 1.36559e-06 1.09967e-06 2.61593e-06 1.62729e-06 8.85747e-06 2.28942e-06 1.13469e-06 1.21904e-06 1.26518e-06 1.02303e-05 6.87693e-06 3.60372e-06 5.70875e-06 2.88642e-06 1.79871e-06 1.39745e-06 1.17301e-06 4.60841e-06 3.15727e-06 8.45875e-06 1.57374e-06 6.14269e-06 3.53218e-06 3.49421e-06 1.57298e-06 1.36522e-06 1.8864e-05 2.68641e-05
threshold=0.11716500000000001 0.090980000000000019 0.13631000000000001 0.12389500000000002 -0.082724999999999979 -0.45015499999999992 -1.0000000180025095e-35 -0.41596499999999997 0.10761500000000002 0.10321500000000002 0.086920000000000011 0.087505000000000013 0.08815000000000002 0.087260000000000018 0.088795000000000013 0.085235000000000019 -0.084339999999999984 -0.14175499999999996 -0.54913999999999985 0.089625000000000024 0.10061500000000002 -0.079829999999999998 -0.086359999999999978 -0.081659999999999996 0.085345000000000018 -0.55683499999999986 -0.15036499999999997 -0.079179999999999987 -0.083284999999999984 -0.081609999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 -1 -7 9 10 15 -12 -13 16 -15 17 -14 -9 19 -19 22 -22 23 24 -20 -24 -27 28 29 -28
right_child=1 -3 -4 4 -6 7 -8 8 -10 -11 11 12 13 14 -16 -17 -18 18 20 -21 21 -23 25 -25 -26 26 27 -29 -30 -31
leaf_value=2.6059041937558158e-05 -5.186921446169656e-06 4.3974583877570698e-05 -2.4506026416613328e-05 -7.1278305474533546e-06 3.4294699920186154e-05 3.2097968621449333e-05 -6.5786961221463221e-05 2.6232991276629034e-05 -2.2907107317719652e-05 2.3895390915554129e-05 -6.7692665674258027e-05 5.1751691290005321e-05 2.2435496147308087e-05 -5.4799487829328543e-05 1.3727214172831738e-05 3.2758054523448528e-05 -1.2081955285863773e-05 -1.2913649072288536e-05 2.1234211459765598e-05 5.1487975706550057e-05 -6.5612253783911009e-05 2.1639513925038048e-05 -4.2182762244920019e-05 6.1661560248467144e-05 -2.8150840145307097e-05 2.4251111958269928e-05 7.3504726137080552e-05 8.043362264629844e-09 -7.5142056157417875e-05 -5.4295948287070695e-05
leaf_weight=21 33 20 23 31 30 22 21 20 22 21 25 23 36 31 20 27 26 25 30 20 25 20 20 20 28 26 38 2356 32 29
leaf_count=21 33 20 23 31 30 22 21 20 22 21 25 23 36 31 20 27 26 25 30 20 25 20 20 20 28 26 38 2356 32 29
internal_value=0 1.33646e-05 -2.30876e-07 -4.75165e-08 1.32439e-05 -3.19225e-07 -1.9864e-05 -4.02039e-08 -2.82341e-07 -1.10586e-07 -2.85812e-07 -8.89889e-06 1.90879e-06 -8.23622e-06 -2.79263e-05 2.24757e-07 7.96044e-06 -1.01907e-07 -2.99246e-07 1.57093e-05 -5.73783e-07 -2.68337e-05 -1.15584e-07 1.38722e-05 -2.60685e-06 -5.51829e-07 -2.16231e-07 -4.75356e-07 -1.19793e-05 1.8188e-05
internal_weight=0 53 3068 3045 61 2984 42 2942 2920 2898 2877 161 136 113 51 2716 62 2689 2669 45 2624 45 2579 78 58 2501 2481 2455 99 67
internal_count=3121 53 3068 3045 61 2984 42 2942 2920 2898 2877 161 136 113 51 2716 62 2689 2669 45 2624 45 2579 78 58 2501 2481 2455 99 67
is_linear=0
shrinkage=0.1


Tree=4474
num_leaves=31
num_cat=0
split_feature=132 393 50 393 403 4 1213 130 1 13 1429 1417 156 1428 1420 12 472 49 152 482 483 42 13 4 482 374 482 1366 49 44
split_gain=9.88774e-07 4.047e-06 1.9608e-06 1.97634e-06 8.65302e-07 2.34931e-06 1.33588e-06 1.95796e-06 1.82529e-06 1.02979e-06 8.25941e-07 2.31089e-06 1.59681e-06 3.12693e-06 9.23479e-07 1.72169e-06 1.2789e-06 5.6463e-06 3.33206e-06 1.08903e-06 4.90787e-06 9.77434e-06 5.12454e-06 3.90076e-06 1.51539e-06 1.28769e-06 2.21324e-06 1.32747e-06 1.74592e-06 1.48976e-06
threshold=-0.083174999999999985 0.12069000000000002 0.09227500000000001 0.10483000000000002 -0.090484999999999996 -0.085719999999999977 0.0065300000000000002 0.09364500000000002 0.09697500000000002 -0.019614999999999997 0.12521000000000002 -0.080324999999999994 0.3248100000000001 0.10024500000000001 -0.083279999999999979 0.087215000000000015 -0.065034999999999996 0.08610000000000001 0.093230000000000021 0.090355000000000005 0.10143000000000001 0.088670000000000013 -0.077944999999999987 0.62931500000000018 0.096745000000000012 0.08987500000000001 0.087870000000000018 -0.078609999999999985 -0.004729999999999999 0.099360000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 -1 -6 7 8 -7 -9 11 -2 13 14 15 -13 17 -16 19 23 21 24 -22 25 -21 26 27 28 -18 -29
right_child=1 -3 -4 -5 5 6 -8 9 -10 -11 -12 12 -14 -15 16 -17 18 -19 -20 20 22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=2.0273338963133505e-05 -3.2253312581980771e-05 4.4232502053394761e-05 -2.9759950709904523e-05 -2.8857756766228708e-05 -2.8677498504783639e-05 4.6533541190414826e-05 -1.1583996547415154e-05 -2.0303084165789188e-05 4.7923757847456731e-06 1.1402930760509446e-05 2.0424336703399604e-05 5.8546270929582537e-06 -2.7874130246345885e-05 3.8925692336176457e-05 -1.113912783859467e-05 -3.5638677982205987e-05 3.2767352422524712e-07 5.3404767300969038e-05 -4.0563573420513422e-05 1.6074515918324489e-05 2.1985602977390675e-05 7.3095958513087156e-05 -3.6624374954824039e-05 -3.8590620965368753e-05 -2.1041832042101305e-05 2.2481765168217514e-05 -3.3020799810401515e-05 3.1305598027355522e-07 3.8471234525093767e-05 -2.3308481589386552e-05
leaf_weight=21 22 21 31 25 26 22 36 20 20 21 20 20 20 21 33 20 28 23 20 22 26 28 35 26 22 26 20 2398 21 27
leaf_count=21 22 21 31 25 26 22 36 20 20 21 20 20 20 21 33 20 28 23 20 22 26 28 35 26 22 26 20 2398 21 27
internal_value=0 4.9255e-07 -6.43205e-06 -2.64585e-06 1.30173e-06 -1.44589e-06 4.50388e-06 1.14818e-05 2.66568e-05 -4.06342e-06 1.73391e-07 3.16768e-08 2.82125e-07 4.82098e-07 1.93255e-07 -1.4892e-05 4.12279e-07 1.537e-05 1.01931e-07 4.05518e-07 9.22691e-06 2.69084e-05 -1.16431e-05 -5.5301e-08 -2.48366e-06 3.42286e-07 1.11481e-07 3.79325e-07 1.66749e-05 5.00533e-08
internal_weight=0 2899 222 191 166 145 119 83 42 41 2878 2858 2836 2816 2795 40 2755 56 2699 2679 133 72 61 2546 44 2520 2494 2474 49 2425
internal_count=3121 2899 222 191 166 145 119 83 42 41 2878 2858 2836 2816 2795 40 2755 56 2699 2679 133 72 61 2546 44 2520 2494 2474 49 2425
is_linear=0
shrinkage=0.1


Tree=4475
num_leaves=31
num_cat=0
split_feature=123 123 120 15 12 1 1 40 43 13 10 3 9 45 15 33 10 31 3 3 13 3 13 2 13 13 51 4 52 15
split_gain=8.03382e-07 2.34056e-06 1.00498e-06 2.18652e-06 2.60125e-06 1.50211e-06 3.54576e-06 3.8829e-06 3.43985e-06 2.67085e-06 1.80569e-06 4.78887e-06 2.57761e-06 1.77381e-06 1.76522e-06 1.39578e-06 3.2149e-06 2.01028e-06 1.60607e-06 4.11336e-06 3.72413e-06 7.66869e-06 3.72564e-06 4.85665e-06 3.50508e-06 5.28394e-06 3.49488e-06 5.75347e-06 7.98603e-06 4.64374e-06
threshold=0.13162000000000004 0.11410500000000003 1.0000000180025095e-35 -0.5556049999999999 -0.082514999999999991 0.13534000000000004 0.13756000000000004 -0.07632499999999999 -0.041049999999999996 -0.13710499999999998 0.0036750000000000007 -0.017889999999999996 0.088235000000000022 0.094030000000000016 -0.26481999999999994 0.085305000000000006 -0.0097449999999999985 -1.0000000180025095e-35 -0.028564999999999997 -0.045649999999999989 -0.13710499999999998 -0.14989499999999997 -0.10278499999999999 0.087955000000000019 -0.097984999999999989 -0.096404999999999991 0.093135000000000009 0.0049200000000000008 -0.026204999999999996 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 10 -7 -8 -9 14 12 -12 13 15 -10 16 -5 -18 19 20 21 -19 23 -22 -24 -26 29 28 -28 -20
right_child=-2 -3 -4 5 -6 6 7 8 9 -11 11 -13 -14 -15 -16 -17 17 18 26 -21 22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=-2.1610069582255253e-06 -1.9977920887868096e-05 3.2630266626008304e-05 -1.9311520376235153e-05 3.2667794843174275e-05 4.7612335497216831e-05 -4.2931486305624953e-05 3.406658559311915e-05 -4.7402582554024691e-05 -3.7432693109925218e-05 2.3321431076005362e-05 -9.4843175218186484e-06 5.2610532348689564e-05 -3.0282001580417274e-05 -2.6306736017431832e-05 4.0786978206597266e-06 -2.5232733726928321e-05 -3.1305954987601577e-05 -1.4467669757323165e-06 -9.0496950975707793e-06 -3.6767457922612653e-05 -6.2544655065721606e-06 -7.5148776486457793e-05 -3.9655428587469617e-05 6.1124432123387643e-05 4.921821554572406e-05 -5.2367449313028837e-08 -7.5877558766516515e-05 2.0385535540769746e-05 9.6825092077779126e-06 1.6034030406821144e-05
leaf_weight=21 20 22 27 31 21 27 23 21 21 27 27 23 28 25 20 21 20 48 99 31 20 20 22 23 22 2048 24 29 20 290
leaf_count=21 20 22 27 31 21 27 23 21 21 27 27 23 28 25 20 21 20 48 99 31 20 20 22 23 22 2048 24 29 20 290
internal_value=0 1.28841e-07 -1.03388e-07 6.65398e-08 2.27257e-05 -2.49634e-07 -1.04022e-05 -2.56033e-06 -1.20257e-05 -1.1005e-06 2.41905e-07 1.90793e-05 -9.19735e-08 2.10683e-07 -1.71832e-05 4.50183e-07 6.46522e-07 2.81036e-07 5.15361e-07 -5.94586e-07 -8.55719e-08 -2.31238e-05 6.48199e-07 2.97854e-05 4.92987e-08 4.71281e-07 5.88251e-06 -1.41949e-05 -3.69866e-05 9.65025e-06
internal_weight=0 3101 3079 3052 42 3010 139 112 89 68 2871 50 2821 2793 41 2768 2747 2716 2696 2234 2203 68 2135 43 2092 2070 462 73 44 389
internal_count=3121 3101 3079 3052 42 3010 139 112 89 68 2871 50 2821 2793 41 2768 2747 2716 2696 2234 2203 68 2135 43 2092 2070 462 73 44 389
is_linear=0
shrinkage=0.1


Tree=4476
num_leaves=31
num_cat=0
split_feature=46 44 1446 479 160 2 13 481 484 12 15 1447 2 403 133 403 1456 15 132 1204 15 13 12 403 4 12 12 133 15 1213
split_gain=8.55427e-07 2.88998e-06 1.03988e-06 2.17917e-06 1.47472e-06 1.16633e-05 1.65955e-05 1.51489e-06 1.16535e-05 6.27069e-06 3.41793e-06 2.11439e-06 7.94168e-06 5.8789e-06 9.44174e-06 3.41331e-06 1.70693e-06 1.54084e-06 2.32627e-05 2.86666e-05 7.05308e-06 3.19755e-06 8.31927e-06 8.10575e-06 4.47387e-06 4.20858e-06 3.00415e-06 8.61211e-06 6.96563e-06 3.84259e-06
threshold=0.084955000000000017 0.10049500000000001 -0.09143999999999998 0.10713500000000002 -0.53908999999999996 0.092755000000000018 -0.085384999999999975 -0.086484999999999992 -0.081614999999999979 0.083985000000000018 -0.012384999999999998 -0.086424999999999988 0.087470000000000006 -0.54856499999999986 0.40431 -0.53960999999999981 0.11772000000000001 0.091650000000000023 -0.083284999999999984 -1.0000000180025095e-35 0.090750000000000011 -0.069964999999999986 0.096830000000000013 -1.0000000180025095e-35 -0.07168999999999999 0.094225000000000017 0.095935000000000006 0.087035000000000015 0.095575000000000007 -0.060974999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 8 9 -6 -11 12 -9 14 -13 -15 17 20 -19 -20 -17 22 23 -21 -25 -26 27 -23 -28 -30
right_child=1 -3 3 -5 7 -7 -8 11 -10 10 -12 13 -14 15 -16 16 -18 18 19 21 -22 26 -24 24 25 -27 28 -29 29 -31
leaf_value=-2.1388207199418937e-05 4.2200472344120498e-05 -7.9528434879547512e-06 1.1771085995021098e-05 2.4412736946841407e-05 -4.3112936691613871e-05 4.5611448017139501e-05 -0.00010623870743570893 6.4059984168290447e-05 8.0097504414879957e-05 -9.2177884487847969e-06 4.7901141515467321e-05 -8.5729196394996029e-05 -1.9980222236881674e-05 4.1021661277227393e-05 3.6744048850744514e-06 -4.5517362465050599e-07 -2.3046266720815436e-05 9.7031258047326657e-05 -0.00011726577968147468 4.5940966095725809e-05 -4.5066140440515789e-05 1.9223521320038179e-05 -5.1182735798295569e-05 -3.5688503600651626e-05 -1.5348448505392299e-05 4.3872768132825429e-05 7.5138258596945721e-05 -5.7404768558626539e-05 -2.3938690355862493e-05 2.3662782867275484e-05
leaf_weight=23 20 27 26 36 28 22 22 22 20 22 20 21 23 20 27 2279 33 26 20 37 36 55 31 38 28 21 22 20 22 74
leaf_count=23 20 27 26 36 28 22 22 22 20 22 20 21 23 20 27 2279 33 26 20 37 36 55 31 38 28 21 22 20 22 74
internal_value=0 1.3389e-05 -2.04703e-07 -4.50106e-08 -3.37043e-07 -1.46822e-05 -4.23167e-05 3.9272e-09 1.2778e-05 -6.45615e-06 1.79817e-05 -3.98758e-07 2.11061e-05 -7.43142e-07 -3.54397e-05 -1.40161e-07 -4.40393e-07 -1.65017e-07 5.61597e-06 -8.42721e-07 -1.14891e-06 5.84826e-06 -4.848e-06 6.73568e-06 -9.93783e-06 1.00321e-05 1.44385e-05 -1.21069e-06 2.43851e-05 1.27541e-05
internal_weight=0 47 3074 3051 3015 70 48 2945 90 70 42 2855 45 2810 48 2762 2742 2709 394 368 2315 348 155 124 87 49 193 75 118 96
internal_count=3121 47 3074 3051 3015 70 48 2945 90 70 42 2855 45 2810 48 2762 2742 2709 394 368 2315 348 155 124 87 49 193 75 118 96
is_linear=0
shrinkage=0.1


Tree=4477
num_leaves=31
num_cat=0
split_feature=132 132 15 399 50 1203 1209 43 401 1212 1212 12 4 1209 1212 401 401 1211 133 133 1208 1211 390 4 1374 4 16 2 0 4
split_gain=1.05268e-06 3.56186e-06 3.35692e-06 2.21544e-06 5.44565e-06 8.89022e-07 1.04489e-06 6.64329e-06 1.47948e-06 1.30765e-06 7.47086e-06 5.53046e-06 9.41665e-06 1.77155e-06 1.82118e-06 7.88097e-06 1.38875e-06 4.37915e-06 3.71708e-06 3.46767e-06 1.55683e-06 1.3474e-06 1.17162e-06 1.18231e-06 1.21476e-05 1.17854e-05 4.51516e-06 3.9955e-06 6.77595e-06 5.89442e-06
threshold=-0.083174999999999985 -0.050879999999999988 0.092400000000000024 0.091580000000000009 0.09227500000000001 0.088520000000000015 -0.087714999999999987 -0.0047449999999999992 0.13274500000000003 -0.089544999999999986 -0.082209999999999991 0.088725000000000012 -0.080744999999999997 -0.076689999999999994 -0.009474999999999999 -0.099524999999999988 -0.078179999999999986 0.11671000000000002 0.51114000000000004 0.41484500000000007 0.099975000000000008 -1.0000000180025095e-35 0.087590000000000015 -0.0092149999999999992 0.087110000000000007 -0.0086549999999999978 -0.15241499999999997 0.08647500000000001 -0.15599999999999997 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -3 9 11 -11 12 -8 -12 15 -15 17 -16 19 20 22 -13 23 24 26 -25 -18 28 -27 -29
right_child=1 5 -4 -5 -6 -7 8 -9 -10 10 13 21 -14 14 16 -17 18 -19 -20 -21 -22 -23 -24 25 -26 27 -28 29 -30 -31
leaf_value=4.2696907194710484e-07 3.6659597568628941e-05 -1.6071137366301022e-05 -4.1155534184326826e-05 2.0170268560567216e-05 -5.1211306814972579e-05 1.3808662856234229e-05 -6.9355831659446594e-06 5.7263019074785666e-05 -2.2787793919821429e-05 -6.136911593785044e-05 -2.7064403184340335e-05 6.325766536395928e-06 8.7872770454850975e-05 -1.928276849313356e-05 3.9760949106670113e-05 6.6548402473927125e-05 -4.08540598333015e-05 -2.0257406195014482e-05 -3.1482512789998988e-05 3.5024491908838433e-05 -2.228007532494303e-05 -2.7606715506408367e-05 1.8635690856061764e-05 7.4522532535907396e-05 -7.7831013212354653e-05 6.3087840780181901e-05 -2.4475527991371234e-07 -4.428152910804784e-05 5.76479220470926e-06 -1.639496278504266e-06
leaf_weight=137 27 30 25 36 24 47 22 21 29 20 24 22 20 23 31 20 28 20 38 28 32 25 33 22 21 22 1235 34 329 696
leaf_count=137 27 30 25 36 24 47 22 21 29 20 24 22 20 23 31 20 28 20 38 28 32 25 33 22 21 22 1235 34 329 696
internal_value=0 5.08217e-07 -6.63665e-06 -2.25608e-06 -7.27066e-06 1.68353e-07 -5.85827e-08 1.41253e-05 -3.19353e-07 -8.19816e-08 -4.81518e-07 1.18413e-05 3.82113e-05 -1.9548e-08 2.2895e-07 2.06387e-05 -1.12669e-07 1.62243e-05 -4.43562e-07 3.2035e-08 -3.67553e-07 -1.17234e-05 -7.78002e-08 -3.36512e-07 -2.39925e-06 2.06472e-06 -1.14504e-06 5.9009e-07 9.35769e-06 -3.62556e-06
internal_weight=0 2899 222 197 161 2872 2825 51 2774 2745 2656 89 42 2636 2612 43 2569 51 2518 2480 2452 47 2420 2387 1284 1103 1263 1081 351 730
internal_count=3121 2899 222 197 161 2872 2825 51 2774 2745 2656 89 42 2636 2612 43 2569 51 2518 2480 2452 47 2420 2387 1284 1103 1263 1081 351 730
is_linear=0
shrinkage=0.1


Tree=4478
num_leaves=31
num_cat=0
split_feature=1211 1211 1211 0 1211 1212 1186 393 1200 1203 1452 158 0 482 52 482 160 39 474 1429 156 44 1425 1426 1455 12 12 4 4 4
split_gain=9.56153e-07 2.34733e-06 1.34866e-06 5.86771e-06 1.08631e-06 2.18596e-06 1.36846e-06 1.53634e-06 1.04299e-06 1.18919e-06 1.04334e-06 1.41723e-06 2.76483e-06 1.35915e-06 6.98222e-06 4.67278e-06 7.61885e-06 3.61994e-06 3.06665e-06 1.3204e-06 3.27519e-06 1.47836e-06 1.36749e-06 1.623e-06 1.31361e-06 1.36818e-06 3.70485e-06 3.35465e-06 1.40742e-06 8.61309e-06
threshold=0.11716500000000001 0.12711000000000003 0.10406000000000001 -0.082284999999999983 0.087635000000000005 0.092360000000000012 -0.095479999999999982 0.11333500000000001 0.089190000000000005 0.094640000000000016 0.11769000000000002 -0.46695499999999995 -0.077809999999999976 0.090355000000000005 0.12445000000000002 0.096745000000000012 -0.077459999999999987 0.15619500000000003 0.098370000000000027 -0.23752499999999996 0.32523500000000005 0.094585000000000016 0.10129000000000002 1.0000000180025095e-35 0.10655000000000002 0.12757000000000002 0.12069000000000002 0.022185000000000003 -0.088784999999999989 -0.087894999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 6 -6 -1 8 9 10 11 12 -8 17 15 -15 -17 19 -18 -13 21 22 23 24 25 26 28 -27 -21 -30
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12 13 -14 14 -16 16 18 -19 -20 20 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-2.1471888467203828e-05 3.5588937142165375e-05 -6.5686456374740889e-06 -5.4527437218480782e-05 1.6970966650357393e-05 3.1232460796379584e-05 -1.0553708740363143e-05 6.8381511082407091e-06 2.7616069637588228e-05 1.8050311782938099e-05 -2.2105830597865863e-05 1.9363928630708772e-05 -2.5209567069222907e-05 -3.9737864510523372e-05 3.6563608595175681e-05 6.4259108257829224e-05 -5.5408229332830092e-05 3.2549804232725625e-05 -4.191759761029278e-05 -1.6163691619415964e-05 -6.9352794701987984e-06 4.0278293308801952e-05 2.1016818374164361e-05 -2.5435212530117663e-05 2.7978619000350592e-05 2.4285536937895813e-05 1.1476695806600108e-06 3.8639033997848557e-05 -4.8001721474325422e-05 6.3830667317060514e-05 -5.3624054186056763e-07
leaf_weight=30 25 28 22 24 31 21 25 20 31 25 27 21 26 26 20 27 28 21 24 328 20 32 22 20 21 41 24 21 21 2069
leaf_count=30 25 28 22 24 31 21 25 20 31 25 27 21 26 26 20 27 28 21 24 328 20 32 22 20 21 41 24 21 21 2069
internal_value=0 1.3317e-05 -2.3005e-07 -1.72239e-05 2.86252e-08 1.43573e-05 -2.22247e-07 -5.41369e-09 -1.94602e-07 -3.90376e-07 -2.00821e-07 -3.87021e-07 -1.69065e-05 -8.46184e-08 1.01062e-05 -2.08595e-07 -1.23108e-05 -5.63332e-07 1.00667e-05 -2.34378e-07 -3.41184e-08 -3.44333e-07 -6.10619e-07 -3.96026e-07 -6.20775e-07 -8.29654e-07 -4.57196e-07 -1.54997e-05 -8.45248e-07 1.10508e-07
internal_weight=0 53 3068 46 3022 52 2970 2940 2920 2889 2864 2837 51 2786 125 105 79 2661 52 2640 2619 2599 2567 2545 2525 2504 2442 62 2418 2090
internal_count=3121 53 3068 46 3022 52 2970 2940 2920 2889 2864 2837 51 2786 125 105 79 2661 52 2640 2619 2599 2567 2545 2525 2504 2442 62 2418 2090
is_linear=0
shrinkage=0.1


Tree=4479
num_leaves=31
num_cat=0
split_feature=402 402 132 394 15 13 15 15 0 16 2 132 52 12 12 51 160 40 402 16 133 0 42 15 4 16 2 474 12 0
split_gain=8.49804e-07 1.39504e-06 8.49155e-07 3.12198e-06 2.70147e-06 1.7739e-06 4.4889e-06 3.77964e-06 1.70229e-06 2.98053e-06 1.07319e-06 3.62511e-06 1.34301e-06 9.90149e-07 2.97341e-06 6.13996e-06 2.2948e-06 2.90007e-06 3.61647e-06 3.71143e-06 3.84414e-06 3.77329e-06 3.19785e-06 1.83224e-06 2.13242e-06 4.35877e-06 4.65296e-06 1.81758e-06 2.33018e-06 8.08327e-06
threshold=0.31278000000000006 0.15960500000000002 -0.083174999999999985 0.11233000000000001 0.092400000000000024 -0.01163 0.084510000000000016 0.084840000000000013 -0.10224499999999999 -0.046599999999999996 0.085485000000000019 -0.41094499999999995 0.08568000000000002 0.10193000000000001 0.099815000000000015 -0.019375 0.084770000000000026 -0.24290999999999999 0.024785000000000005 -0.105305 -0.025314999999999994 -0.083674999999999986 0.089390000000000011 0.11728000000000001 -0.072334999999999997 -0.032969999999999992 0.10327000000000001 -0.26322499999999993 0.096525000000000014 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 13 5 6 8 10 -1 -10 12 -12 -7 14 27 -16 17 -15 19 22 -21 -22 -19 24 -23 -26 -27 -4 -29 -30
right_child=-2 -3 3 -5 -6 7 -8 -9 9 -11 11 -13 -14 16 15 -17 -18 18 -20 20 21 23 -24 -25 25 26 -28 28 29 -31
leaf_value=2.0358796791697387e-05 2.0048587577461843e-05 -2.6461103389010535e-05 -2.677884006334352e-05 3.9868813364591918e-05 -3.6888577509671456e-05 2.8223326912016741e-05 4.8910104318825433e-05 -4.7549625070463334e-05 -4.1318773029078418e-05 9.1490419163164922e-06 1.350134277890902e-05 -4.3617786951699605e-05 -7.5406170383627931e-06 -3.1839435938639907e-05 1.8851415916287806e-05 -5.221622821174547e-05 3.5885185760612926e-05 4.8395398958486376e-06 4.1382400125327807e-05 -4.113306003273465e-05 -3.868774688271515e-05 2.3690543239354157e-05 5.2232668007453264e-05 2.8223283651083965e-05 -4.4465903224393162e-05 -2.542499840344065e-05 3.0423183364161694e-05 -3.8622698441734198e-07 -7.657369375616934e-06 4.4681231728645802e-05
leaf_weight=20 21 20 25 20 25 21 21 22 22 25 25 20 21 22 20 31 23 35 26 25 21 30 24 31 23 26 35 2319 72 50
leaf_count=20 21 20 25 20 25 21 21 22 22 25 25 20 21 22 20 31 23 35 26 25 21 30 24 31 23 26 35 2319 72 50
internal_value=0 -1.35805e-07 3.51388e-08 4.97907e-07 -5.92248e-06 -1.99277e-06 8.5682e-06 -1.05191e-05 -4.07628e-06 -1.44742e-05 -1.155e-06 -1.18849e-05 1.03414e-05 2.20452e-07 -4.46593e-07 -2.43466e-05 5.45083e-06 3.10187e-06 5.88705e-06 2.19553e-06 -4.57636e-06 9.29163e-07 2.41181e-05 6.66678e-06 8.0493e-07 -7.3685e-06 6.61904e-06 4.76884e-08 3.22438e-07 1.37929e-05
internal_weight=0 3100 3080 2858 222 197 88 109 67 47 87 45 42 2838 2517 51 321 298 276 250 191 166 59 145 114 84 61 2466 2441 122
internal_count=3121 3100 3080 2858 222 197 88 109 67 47 87 45 42 2838 2517 51 321 298 276 250 191 166 59 145 114 84 61 2466 2441 122
is_linear=0
shrinkage=0.1


Tree=4480
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 2 43 1203 403 3 403 403 12 12 12 16 403 16 403 484 15 52 4 15 16 403 15 16 0 403
split_gain=9.33602e-07 2.63128e-05 1.76756e-05 5.96698e-06 1.03442e-06 2.4457e-06 2.43754e-06 1.29262e-06 9.15043e-07 5.88053e-06 4.58387e-06 2.93324e-06 1.39738e-06 3.84887e-06 2.70564e-06 5.21034e-06 2.57622e-06 6.37984e-06 1.9686e-06 1.7962e-06 5.23053e-06 2.24971e-06 5.8953e-06 2.70963e-06 6.48027e-06 2.64643e-06 2.0166e-06 3.5806e-06 2.65506e-06 1.6017e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.016569999999999994 0.080205000000000012 -0.069134999999999988 0.10304500000000001 -0.55049499999999985 -0.085709999999999995 -0.54448499999999989 -0.5335399999999999 0.10193000000000001 0.10312500000000001 0.099815000000000015 0.25084500000000004 -0.44023999999999991 -0.079734999999999986 -0.41175999999999996 0.090535000000000018 -0.41942499999999994 0.10263500000000002 -0.059649999999999988 0.091475000000000015 -0.082179999999999989 0.072365000000000027 -0.049819999999999996 -0.08231999999999999 -0.063634999999999983 -0.22642499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 -8 9 -6 -10 -12 14 -14 16 -16 17 -13 -18 20 -15 23 -23 25 -25 26 27 -22 -29 -20
right_child=2 -3 4 -5 8 6 7 -9 10 -11 11 12 13 19 15 -17 18 -19 29 -21 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=8.2639590874769676e-07 -8.9769292224611331e-05 0.00011273103750248819 3.8078371714315534e-05 -5.6781868624966596e-05 -2.5163327102615898e-05 -2.6454154373244491e-05 3.0817507048714505e-05 -2.357770214681902e-06 -4.807310899195727e-05 4.6617327598141856e-05 3.4781858524487082e-05 1.1571243756710222e-05 4.8488978427485564e-05 5.0877391826677767e-05 -5.7119288334206432e-05 1.199038826598553e-05 3.106139107330819e-05 -5.7831109132586373e-05 -2.6146750000558921e-05 -2.504844708796771e-05 2.6447027283376719e-05 -5.6982422889136209e-05 8.3858372302013253e-06 -1.5034334607359294e-05 5.3257924457394637e-05 -3.519090216286713e-05 2.3570946687969912e-05 1.2726489374125822e-06 -4.9637539582363395e-05 -1.7615285186056003e-07
leaf_weight=178 22 21 24 20 21 22 23 24 20 25 24 27 20 23 24 20 20 26 24 21 22 22 37 24 33 20 36 21 20 2257
leaf_count=178 22 21 24 20 21 22 23 24 20 25 24 27 20 23 24 20 20 26 24 21 22 22 37 24 33 20 36 21 20 2257
internal_value=0 6.29595e-06 -4.75116e-07 -4.99262e-06 2.06992e-07 1.05818e-05 1.01775e-06 1.38769e-05 -1.39206e-07 1.38479e-05 -3.73941e-07 -2.33404e-08 -3.33064e-07 6.11317e-06 -1.13683e-06 -2.57058e-05 -6.77594e-07 -2.24752e-05 -1.7552e-07 3.07548e-06 5.36463e-06 9.10194e-07 -1.59888e-05 6.57519e-06 2.45033e-05 -2.01222e-06 4.69054e-06 -6.09826e-06 -2.35616e-05 -4.49408e-07
internal_weight=0 219 2902 198 2880 93 69 47 2787 46 2741 2721 2697 299 2398 44 2354 53 2301 279 258 235 59 176 57 119 99 63 41 2281
internal_count=3121 219 2902 198 2880 93 69 47 2787 46 2741 2721 2697 299 2398 44 2354 53 2301 279 258 235 59 176 57 119 99 63 41 2281
is_linear=0
shrinkage=0.1


Tree=4481
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1213 42 42 42 16 1447 4 52 43 1447 51 1447 479 483 481 480 1419 158 50 0 4 2 2 1374 1375 1210 1210
split_gain=8.43824e-07 4.42946e-06 3.30629e-06 8.30403e-07 4.01424e-06 1.31217e-05 7.48666e-06 2.67137e-06 1.04023e-06 1.09659e-05 6.45637e-06 9.40855e-06 4.73241e-06 2.27778e-06 1.81175e-06 3.07745e-06 3.60272e-06 2.50625e-06 2.16296e-06 1.87549e-06 1.36744e-06 1.27793e-06 3.00951e-06 3.25035e-06 1.6228e-06 4.70088e-06 6.86596e-06 4.76463e-06 2.92809e-06 3.83165e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.093235000000000026 0.090990000000000015 0.095185000000000006 0.086325000000000013 -0.082779999999999979 -0.085949999999999985 -0.085594999999999991 0.11639500000000001 -0.078469999999999984 -0.084334999999999979 -0.015099999999999997 -0.082824999999999982 0.10713500000000002 -0.47356499999999996 -0.15265499999999996 0.10272000000000002 0.099095000000000016 0.13270500000000005 0.13120500000000004 -0.08095999999999999 -0.021294999999999998 0.087625000000000022 0.087470000000000006 0.087855000000000016 -0.088929999999999981 -0.14175499999999996 -0.090569999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 8 6 -6 7 -5 9 -3 11 13 -10 -11 -14 16 -16 -18 19 20 21 24 -23 -24 25 26 27 -19 -29 -30
right_child=1 3 -4 4 5 -7 -8 -9 12 10 -12 -13 14 -15 15 -17 17 18 -20 -21 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-1.3056095573944928e-06 4.6215125794766385e-05 -7.3039498965954413e-05 -3.8064893760747513e-05 -8.3205171013863346e-06 9.3038331469870174e-05 -1.2249671297091669e-05 -5.7161843670612494e-05 3.0477625675432918e-05 3.6149170813359892e-05 2.0759374110639327e-05 -3.0723676599109242e-05 8.0898821443042842e-05 -2.4005813884286908e-05 -2.6966679923816629e-05 -4.1675307572101404e-05 3.290746882953499e-05 -2.8339743510279675e-05 4.769027647220672e-05 2.4268136872795343e-05 -2.5371798747152036e-05 2.5028533160697078e-05 4.3900410839176572e-05 2.3332804909538635e-05 -2.4041095067721991e-05 -2.8258861453349248e-06 4.9337427361977118e-05 -5.6473178556188938e-05 3.6127363095298885e-05 -4.1480180984113502e-05 1.7203802040426429e-06
leaf_weight=194 21 22 28 36 20 29 21 35 36 20 32 20 32 20 21 28 31 23 37 29 22 22 30 28 1279 21 20 24 21 919
leaf_count=194 21 22 28 36 20 29 21 35 36 20 32 20 32 20 21 28 31 23 37 29 22 22 30 28 1279 21 20 24 21 919
internal_value=0 4.55022e-07 -5.94192e-06 1.21123e-07 7.60501e-06 3.0725e-05 -4.70892e-06 1.08053e-05 -2.64419e-07 -9.61576e-06 5.55079e-06 2.48972e-05 1.42006e-07 -3.10365e-06 -3.5906e-07 -6.28973e-08 -4.2822e-07 -8.25739e-08 2.71354e-07 -9.28299e-08 2.11483e-07 -1.72454e-08 1.2408e-05 4.62646e-07 -4.48118e-07 2.51022e-06 1.53368e-06 2.7091e-06 1.63589e-06 7.55261e-07
internal_weight=0 2899 222 2878 141 49 92 71 2737 114 92 60 2623 40 2587 2555 2527 2506 2475 2438 2409 2387 80 58 2307 1028 1007 987 964 940
internal_count=3121 2899 222 2878 141 49 92 71 2737 114 92 60 2623 40 2587 2555 2527 2506 2475 2438 2409 2387 80 58 2307 1028 1007 987 964 940
is_linear=0
shrinkage=0.1


Tree=4482
num_leaves=31
num_cat=0
split_feature=132 1186 132 1203 13 16 49 4 133 399 43 158 1 120 52 158 43 1452 481 484 484 50 43 43 157 1456 160 1447 479 4
split_gain=9.20061e-07 2.55533e-05 1.59756e-05 2.48065e-06 1.3519e-06 1.28039e-06 1.71392e-06 9.62604e-07 2.23502e-06 1.3229e-06 1.06793e-06 8.92252e-07 3.44368e-06 2.94433e-06 6.62583e-06 4.79109e-06 2.29656e-06 4.87232e-06 4.65253e-06 3.92307e-06 2.1104e-06 1.41352e-06 8.79818e-06 1.63464e-05 1.99891e-06 1.45443e-06 1.70746e-06 5.38534e-06 2.99466e-06 3.57514e-06
threshold=-0.083284999999999984 0.0044650000000000011 -0.076764999999999986 0.087075000000000014 -0.052719999999999996 -0.095094999999999985 0.096725000000000019 -0.068329999999999988 -0.37971999999999995 0.087485000000000021 -0.0095349999999999983 0.10737500000000001 0.16540500000000002 1.0000000180025095e-35 -0.057699999999999994 0.10544500000000002 -0.011694999999999999 0.085480000000000014 -0.073474999999999985 1.0000000180025095e-35 -0.078424999999999981 -0.099524999999999988 -0.095049999999999982 -0.064334999999999989 0.63604500000000008 0.10959500000000001 -0.54913999999999985 -0.072479999999999989 0.10061500000000002 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 7 9 -9 -7 -11 12 13 15 -15 21 18 -18 -13 20 -20 22 -4 -24 25 26 27 -23 -28 -30
right_child=2 -3 11 -5 5 6 -8 8 -10 10 -12 16 -14 14 -16 -17 17 -19 19 -21 -22 24 23 -25 -26 -27 28 -29 29 -31
leaf_value=2.1678272514691346e-05 -8.7376024995527198e-05 0.00010846703279722452 -4.1985508851212223e-05 -3.4598610410114364e-05 -2.6642506715936839e-05 2.1699183137322754e-05 2.4867324298776856e-05 -4.0577259391111077e-05 6.1325401657086337e-06 6.6325200195520168e-06 -2.5295350478700133e-05 4.5183800120867095e-05 4.1930796287488197e-05 1.4052798087504926e-05 -6.7346373703003345e-05 4.8263089809638806e-05 -4.4010374135962737e-05 1.6967878964351256e-05 -1.4635467000663348e-05 -4.712002448286512e-05 2.2263698784011087e-05 -1.8330578625734365e-05 9.4007309700828049e-05 -1.9242915788289304e-05 -3.1566784855385777e-05 -2.0073492284739458e-05 5.5181898649685841e-07 4.9755627221132339e-05 -5.5556515179064483e-05 2.7949942813436449e-06
leaf_weight=23 21 22 20 25 22 22 22 21 20 22 20 20 20 20 20 21 38 20 31 20 31 21 25 26 20 35 2425 26 21 21
leaf_count=23 21 22 20 25 22 22 22 21 20 22 20 20 20 20 20 21 38 20 31 20 31 21 25 26 20 35 2425 26 21 21
internal_value=0 6.25011e-06 -4.71672e-07 -5.16498e-06 -8.86831e-07 -4.37003e-06 -5.11811e-07 -5.82934e-06 -1.7792e-05 1.83423e-06 -8.57123e-06 1.61786e-07 5.8853e-07 2.82405e-07 -2.66468e-05 6.87203e-07 -7.09554e-06 -2.29834e-05 1.93873e-06 -8.60885e-06 3.81412e-06 3.08758e-07 1.42276e-05 3.62719e-05 -7.59185e-08 1.71166e-07 4.53012e-07 1.93341e-05 9.32992e-08 -2.63808e-05
internal_weight=0 219 2902 197 172 149 127 105 41 64 42 2881 2721 2701 40 2661 160 58 102 82 62 2640 71 51 2569 2549 2514 47 2467 42
internal_count=3121 219 2902 197 172 149 127 105 41 64 42 2881 2721 2701 40 2661 160 58 102 82 62 2640 71 51 2569 2549 2514 47 2467 42
is_linear=0
shrinkage=0.1


Tree=4483
num_leaves=31
num_cat=0
split_feature=40 130 121 33 9 3 34 104 15 16 16 42 402 160 133 133 16 52 16 12 12 12 403 1213 13 0 16 12 403 16
split_gain=8.48245e-07 3.23382e-06 2.47661e-06 1.08144e-06 1.02065e-06 5.67871e-06 1.82821e-06 1.61515e-06 9.73027e-07 1.10871e-06 5.8265e-06 1.32744e-05 4.2406e-06 3.4292e-06 3.69324e-06 5.97703e-06 4.25842e-06 5.06588e-06 3.92519e-06 2.83689e-06 9.64441e-06 9.01262e-06 7.92054e-06 1.06292e-05 1.15476e-05 5.9856e-06 1.37574e-05 1.34398e-05 3.2955e-05 4.52599e-06
threshold=-0.24620999999999996 -0.22699999999999995 -0.081149999999999986 -0.044254999999999996 0.091600000000000015 -0.13309499999999996 -0.097449999999999981 0.086600000000000024 0.23208000000000004 -0.083134999999999987 -0.082179999999999989 -0.088249999999999981 0.15960500000000002 0.10648000000000001 0.26753000000000005 0.18829500000000002 -0.08453999999999999 -0.080979999999999983 -0.12029499999999999 0.084595000000000017 0.082480000000000012 0.085250000000000006 -0.0038999999999999994 -0.0086699999999999989 -0.087714999999999987 -0.086729999999999988 -0.092484999999999984 0.088615000000000013 0.085855000000000015 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5 8 9 13 11 -11 -12 14 15 16 17 -8 -16 20 29 -21 23 24 -23 26 -24 28 -27 -19
right_child=1 2 3 4 5 -7 7 -9 -10 10 12 -13 -14 -15 18 -17 -18 19 -20 21 -22 22 25 -25 -26 27 -28 -29 -30 -31
leaf_value=2.0528138429654066e-05 -3.8335696668086302e-05 2.8732410907347612e-05 2.2473915582633621e-05 3.0075124823270019e-05 2.5558665462691962e-05 -4.2242870028227725e-05 3.5254370270290806e-05 -2.7255523276504724e-05 2.1923016083746917e-05 -1.4047419305522151e-05 8.6364331076685944e-07 9.482020546524187e-05 -4.3300751845394687e-05 -3.1977089866604029e-05 1.7396555986951253e-06 5.000910921649927e-05 -4.231094207716524e-05 1.4850886839811114e-07 -5.6176228812546478e-05 4.8765695725869125e-05 -5.8981996631441047e-05 -0.00011277887914773254 5.8820262360712605e-06 2.685656618126586e-06 -2.0801720515569638e-05 0.00015923180518646925 -7.7718586474227123e-05 1.6530062973623372e-07 -1.7928370034171946e-05 -4.8073716641825051e-05
leaf_weight=20 22 30 21 20 21 30 38 22 20 24 1848 21 22 39 22 23 25 266 25 39 35 21 187 80 39 21 22 76 21 21
leaf_count=20 22 30 21 20 21 30 38 22 20 24 1848 21 22 39 22 23 25 266 25 39 35 21 187 80 39 21 22 76 21 21
internal_value=0 -1.32405e-07 1.40564e-07 -1.40759e-07 -2.97598e-07 -1.43246e-05 -5.72967e-08 -2.61101e-07 -5.87575e-08 -2.09576e-07 1.19973e-06 3.67575e-05 3.44062e-07 -2.9084e-06 -1.72871e-06 -3.22928e-07 -1.62218e-06 -4.47566e-07 -2.90667e-05 -2.08606e-06 -9.42365e-06 2.58331e-06 -1.27346e-06 -2.11769e-05 -5.29937e-05 7.24791e-06 -2.91804e-06 2.52537e-05 7.06517e-05 -3.37995e-06
internal_weight=0 3101 3079 3049 3028 51 2977 2957 2935 2915 1915 45 1870 1000 961 914 891 866 47 828 322 506 467 140 60 327 209 118 42 287
internal_count=3121 3101 3079 3049 3028 51 2977 2957 2935 2915 1915 45 1870 1000 961 914 891 866 47 828 322 506 467 140 60 327 209 118 42 287
is_linear=0
shrinkage=0.1


Tree=4484
num_leaves=31
num_cat=0
split_feature=1211 50 1212 1185 1186 394 1212 52 1 393 401 402 133 133 402 1208 43 402 403 402 4 1209 1200 1203 1212 403 0 1453 403 42
split_gain=8.17365e-07 2.35794e-06 1.36149e-06 1.17858e-06 1.29092e-06 9.80399e-07 9.77836e-07 2.89307e-06 1.77971e-06 1.31199e-06 1.10568e-06 1.0058e-05 2.40113e-06 1.4508e-06 1.53534e-06 6.05459e-06 2.54583e-06 2.03345e-06 1.78567e-06 1.20082e-06 6.79661e-06 2.08104e-06 1.41049e-06 2.95203e-06 1.19766e-06 9.87828e-06 4.74824e-06 3.89961e-06 1.58015e-06 5.42686e-06
threshold=0.11716500000000001 0.090980000000000019 0.13631000000000001 -0.10973499999999999 -0.092084999999999986 -0.15150999999999998 0.10321500000000002 0.084735000000000019 0.084165000000000004 0.10389500000000002 -1.0000000180025095e-35 -0.45015499999999992 0.50628500000000021 0.41553500000000004 -0.10350999999999998 0.10233500000000001 -0.043144999999999996 0.15960500000000002 -0.54631999999999992 -0.089154999999999998 -0.081984999999999988 0.088200000000000014 0.084780000000000008 0.088730000000000017 0.087505000000000013 -0.084339999999999984 -0.082394999999999982 -0.15270999999999998 -0.08670499999999999 0.090990000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 9 8 -8 10 11 -7 13 14 16 17 -12 18 -16 20 -20 22 23 24 27 -26 -27 -21 29 -29
right_child=1 -3 -4 4 5 6 7 -9 -10 -11 12 -13 -14 -15 15 -17 -18 -19 19 21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-2.4225021188613031e-05 -4.107864245297881e-06 3.9406425344168383e-05 -2.4451450799065442e-05 2.112745278282091e-05 -1.5824469049291039e-05 -7.0239661872619771e-05 -2.2320026511641284e-05 4.2765542006929452e-05 1.8896678993769457e-05 2.0002638297711428e-05 -4.3116426935408859e-05 2.0719239534716304e-05 2.4546229859623006e-05 -2.4920394904863014e-05 2.7691968748315602e-05 5.1198724703800002e-05 8.0009494647101465e-07 -2.7633111490440907e-05 5.2254301351695176e-05 -4.4622165560213035e-05 -2.5645661281443957e-05 -3.2708189794448115e-05 2.4327163950859005e-05 -3.7886297685049831e-05 5.227155382142103e-05 -4.2244780758361836e-05 1.9753690832571702e-05 -2.2946674221202557e-05 2.7612711533036258e-07 3.3629887626115566e-05
leaf_weight=20 33 20 23 29 39 20 22 21 20 32 22 31 39 24 23 23 33 27 24 20 21 20 23 21 35 30 21 88 2296 21
leaf_count=20 33 20 23 29 39 20 22 21 20 32 22 31 39 24 23 23 33 27 24 20 21 20 23 21 35 30 21 88 2296 21
internal_value=0 1.23126e-05 -2.12709e-07 -2.9625e-08 1.30345e-07 -7.28984e-08 1.3485e-07 1.24598e-05 -2.69302e-06 -1.33455e-07 -3.58597e-07 -1.49509e-05 -9.38479e-08 -4.40516e-07 -2.26718e-07 1.1108e-07 -1.67665e-05 -3.29001e-07 -5.00713e-08 -2.93608e-07 1.5901e-05 -5.76621e-07 -3.25101e-07 -5.49036e-07 -2.36777e-07 1.13603e-05 -1.6716e-05 -6.48056e-07 -2.82367e-07 -1.20466e-05
internal_weight=0 53 3068 3045 3025 2996 2957 63 42 2894 2862 51 2811 2772 2748 2693 55 2670 2643 2620 45 2575 2555 2532 2511 86 51 2425 2405 109
internal_count=3121 53 3068 3045 3025 2996 2957 63 42 2894 2862 51 2811 2772 2748 2693 55 2670 2643 2620 45 2575 2555 2532 2511 86 51 2425 2405 109
is_linear=0
shrinkage=0.1


Tree=4485
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 2 130 13 394 390 129 133 133 128 128 128 400 12 130 16 129 3 403 1209 403 3 1 12 1456 0
split_gain=8.91757e-07 2.43333e-05 1.62165e-05 4.64279e-06 8.0407e-07 2.13616e-06 2.36384e-06 2.41145e-06 9.66429e-07 2.82425e-06 1.06406e-06 2.44116e-06 2.41053e-06 1.85219e-06 3.90808e-06 2.87391e-06 3.69744e-06 2.29266e-06 2.21284e-06 2.12252e-06 1.80677e-06 1.37402e-06 5.68104e-06 5.71226e-06 1.15404e-05 3.22853e-06 1.40277e-05 6.18816e-06 3.28495e-06 6.90877e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.016569999999999994 0.080205000000000012 0.10250500000000003 -0.0062949999999999994 -0.11103499999999998 0.090205000000000007 0.093120000000000022 -0.080849999999999991 -0.015929999999999996 0.090375000000000025 0.096925000000000011 0.079650000000000012 -0.077004999999999976 0.23631000000000002 -0.22461999999999996 -0.073404999999999984 0.10119500000000002 -0.082594999999999988 -0.5341999999999999 -0.077874999999999986 -0.0047449999999999992 -0.083344999999999989 0.090965000000000004 0.088795000000000013 -0.089834999999999984 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 7 -7 -6 10 13 -12 -13 15 -15 16 -10 18 -18 -16 -14 25 -23 24 -24 28 27 -27 29 -20
right_child=2 -3 4 -5 8 6 -8 -9 9 -11 11 12 20 14 19 -17 17 -19 21 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=4.3046949296817578e-07 -8.5993620649043635e-05 0.00010850652161458304 3.5033680554382347e-05 -5.0385158720018803e-05 1.6396037013432111e-05 1.1523227717786896e-05 2.8380713982707154e-05 -3.3343686412990794e-05 -4.1235184570806183e-05 -3.685867339386494e-05 4.1095600081462181e-05 -2.8205731177877171e-05 3.4980002245984825e-05 -5.3805242623639066e-05 1.5099543780970929e-05 2.7288759232952116e-05 3.3343696741212626e-05 -3.3778591077862078e-05 1.3657510914656866e-05 -2.4511931807561879e-05 1.0718288674318253e-06 -4.2862387536760343e-05 8.7672654903837537e-05 -1.9338903627676865e-06 -1.8467084246367448e-05 2.0541827911984e-05 -5.1318199821253083e-05 8.4771418399517051e-05 2.6816281896120384e-06 -6.8466002594504979e-05
leaf_weight=178 22 21 24 20 35 23 21 25 22 21 20 20 22 20 31 38 20 20 21 24 55 33 21 1505 20 40 20 24 735 20
leaf_count=178 22 21 24 20 35 23 21 25 22 21 20 20 22 20 31 38 20 20 21 24 55 33 21 1505 20 40 20 24 735 20
internal_value=0 6.15323e-06 -4.64353e-07 -4.70242e-06 1.88995e-07 9.33597e-06 3.97639e-07 -1.1845e-05 -1.16232e-07 -3.26236e-07 -4.53199e-08 9.28468e-06 2.72573e-06 -4.62921e-07 -1.59507e-05 -5.42389e-09 -4.2013e-07 -5.79145e-08 2.16349e-07 -2.18546e-06 1.07599e-05 -5.52981e-08 -1.80695e-06 -9.30609e-07 3.58972e-05 3.16082e-06 2.17836e-05 4.46279e-05 1.14495e-06 -2.64027e-05
internal_weight=0 219 2902 198 2880 93 69 48 2787 2752 2731 117 97 2614 75 2539 2501 2479 2459 55 77 2439 1579 1546 41 860 84 64 776 41
internal_count=3121 219 2902 198 2880 93 69 48 2787 2752 2731 117 97 2614 75 2539 2501 2479 2459 55 77 2439 1579 1546 41 860 84 64 776 41
is_linear=0
shrinkage=0.1


Tree=4486
num_leaves=31
num_cat=0
split_feature=50 132 1211 50 44 48 48 51 474 475 50 16 1 393 481 12 3 13 0 481 484 0 16 0 403 1208 1208 403 403 401
split_gain=8.70332e-07 2.47947e-05 1.69225e-05 2.63337e-06 1.72013e-06 4.49663e-06 2.56298e-06 1.6698e-06 3.45232e-06 2.22367e-06 2.06563e-06 3.89179e-06 2.46385e-06 1.60529e-06 1.37797e-06 1.33905e-05 1.94363e-05 7.03023e-06 1.61382e-05 3.67056e-06 1.29291e-06 1.5119e-06 2.26624e-06 1.45925e-06 1.27209e-06 2.90545e-06 5.70679e-06 3.69206e-06 1.62424e-06 2.78009e-06
threshold=0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.094500000000000015 0.099360000000000018 0.10096000000000001 0.087310000000000013 -0.014904999999999998 0.087035000000000015 -0.086349999999999982 0.10917 -0.074319999999999983 0.087865000000000013 0.11146500000000002 -0.081614999999999979 0.083715000000000026 -0.086049999999999988 -0.081224999999999978 -0.087414999999999979 -0.077944999999999987 -0.070054999999999992 -0.07847999999999998 -0.080029999999999976 -0.062764999999999974 -0.54856499999999986 0.099975000000000008 0.11531000000000001 -0.52800499999999995 0.62200000000000011 0.13607500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 13 5 6 7 8 9 -3 11 12 -9 14 15 -1 -17 18 -18 -16 -12 22 -22 -23 -21 27 -27 -26 29 -29
right_child=1 2 -4 -5 -6 -7 -8 10 -10 -11 20 -13 -14 -15 19 16 17 -19 -20 24 21 23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-4.6514956608417936e-05 0.00010757148204137675 -1.8990568077285952e-05 -8.8860157813455568e-05 -2.7904081632316645e-05 -2.1380858932109101e-05 4.2283460083467616e-05 -2.7694668096955867e-05 2.9009734963178096e-05 -3.6797973098146035e-05 2.2170358554701256e-05 -1.976743815248483e-05 5.0493367634771861e-05 -1.7893015926044124e-05 -2.1269333385336924e-05 -4.028008958772736e-05 0.00011146644413780781 4.6541142058810116e-05 5.211963270994602e-05 -6.8839178129564968e-05 -1.9650635882347466e-05 -1.9563357294400168e-06 -2.7980993108940312e-05 3.5428002839551247e-05 9.7615976193039753e-06 -3.5815680721811833e-05 5.8456271384936066e-05 -1.3870951333956328e-05 1.950759843210994e-08 -2.5802015989029316e-05 3.6567221173927897e-05
leaf_weight=31 22 21 21 35 26 30 27 21 27 35 23 30 24 36 23 22 22 21 27 33 34 20 31 21 29 24 20 2340 24 21
leaf_count=31 22 21 21 35 26 30 27 21 27 35 23 30 24 36 23 22 22 21 27 33 34 20 31 21 29 24 20 2340 24 21
internal_value=0 4.27607e-06 -1.53594e-06 -6.52144e-07 3.42029e-06 5.2948e-06 1.76085e-06 4.53193e-06 -7.42632e-06 6.73501e-06 9.3973e-06 2.25943e-05 3.99493e-06 -2.9531e-07 -8.97518e-09 1.03257e-05 2.94785e-05 3.71085e-06 -1.70358e-05 -5.14608e-07 1.72461e-06 6.38798e-06 1.58731e-05 -8.64942e-06 -1.47444e-07 1.14397e-07 2.55803e-05 -3.4977e-07 8.14721e-08 3.44583e-07
internal_weight=0 413 391 2708 370 344 314 287 83 56 204 75 45 2673 2637 123 92 70 49 2514 129 106 65 41 2491 2458 44 2414 2385 2361
internal_count=3121 413 391 2708 370 344 314 287 83 56 204 75 45 2673 2637 123 92 70 49 2514 129 106 65 41 2491 2458 44 2414 2385 2361
is_linear=0
shrinkage=0.1


Tree=4487
num_leaves=31
num_cat=0
split_feature=132 1185 1203 401 2 133 1213 1210 403 403 1210 403 1209 1209 403 402 15 0 3 12 52 129 15 43 132 12 133 133 12 133
split_gain=1.14082e-06 5.0575e-06 3.52168e-06 9.54117e-07 2.95019e-06 2.53998e-06 2.05428e-06 1.65452e-06 1.19009e-06 2.1388e-06 2.2957e-06 1.60439e-06 2.19223e-06 6.5206e-06 1.34484e-06 3.46758e-06 4.78408e-06 2.81567e-06 6.19593e-06 3.65072e-06 4.42531e-06 2.83478e-06 3.14516e-06 2.33986e-06 1.02805e-06 1.65355e-06 1.27994e-06 7.34774e-06 1.50635e-05 7.10733e-06
threshold=-0.083174999999999985 -0.014244999999999999 0.088820000000000024 -0.078179999999999986 0.097385000000000013 0.51114000000000004 -0.0043299999999999996 0.24726500000000004 -0.55327499999999985 -0.54856499999999986 -0.41266499999999995 -0.5341999999999999 -0.085894999999999985 -0.077874999999999986 -0.08670499999999999 -0.064959999999999976 0.085550000000000015 -0.067094999999999988 -0.080289999999999986 0.087445000000000009 0.085310000000000011 0.080675000000000011 0.084905000000000022 -0.0082299999999999995 0.10948500000000001 0.087925000000000017 0.091935000000000003 0.090445000000000011 0.088435000000000014 0.089405000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 7 -3 8 -5 -10 -11 -12 -13 -14 17 16 -16 18 19 20 23 22 -21 -15 26 -26 27 29 -29 -17
right_child=1 3 -4 5 -6 -7 -8 -9 9 10 11 12 13 14 15 24 -18 -19 -20 21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-2.1239751187806049e-06 4.7235239838735892e-05 1.524367286803777e-05 -4.0061717101837405e-05 2.124526028917619e-05 4.4178514563100187e-05 -2.6552641995496945e-05 -2.0831857755899397e-05 2.6324011165949442e-05 -3.0616429245603051e-05 3.2942268340515773e-05 -2.778251473500859e-05 -2.4202403064181627e-05 5.7190441889929392e-05 -2.5875468108179947e-05 5.6344269557939698e-05 4.9042794435137652e-07 -4.9229057622142141e-06 2.1719549827307842e-05 -6.1256223895488003e-05 5.1962287432702614e-05 -5.7938944669528962e-05 -2.1654730967600786e-05 2.7409248586456454e-06 2.138451010978315e-05 -2.2630412086772805e-06 3.5464725044134653e-05 -6.9104571977780538e-06 -8.1817856750733742e-06 0.00010544738926455467 -3.928095723139173e-05
leaf_weight=194 23 38 28 26 20 36 27 24 23 21 21 37 20 22 26 1937 25 27 23 21 23 21 34 20 26 21 263 28 20 46
leaf_count=194 23 38 28 26 20 36 27 24 23 21 21 37 20 22 26 1937 25 27 23 21 23 21 34 20 26 21 263 28 20 46
internal_value=0 5.29077e-07 -6.90892e-06 1.55558e-07 1.05926e-05 -1.62302e-07 2.58452e-07 1.82544e-07 -4.71865e-08 -2.51846e-07 8.55135e-09 -2.51354e-07 -3.23561e-08 3.11206e-07 -1.29206e-07 5.15569e-07 2.63113e-05 -8.20409e-06 -1.31305e-05 -5.28025e-06 -2.26795e-05 9.60066e-06 2.15345e-05 -3.37072e-06 -4.64064e-08 1.4594e-05 -3.46363e-07 5.0364e-07 3.91637e-05 -4.32156e-07
internal_weight=0 2899 222 2876 85 2791 65 2755 2731 2705 2682 2661 2640 2603 2583 2392 51 191 164 141 65 76 55 42 2341 47 2294 2031 48 1983
internal_count=3121 2899 222 2876 85 2791 65 2755 2731 2705 2682 2661 2640 2603 2583 2392 51 191 164 141 65 76 55 42 2341 47 2294 2031 48 1983
is_linear=0
shrinkage=0.1


Tree=4488
num_leaves=31
num_cat=0
split_feature=402 16 1210 401 1204 132 15 1185 50 43 34 34 97 33 10 124 48 124 160 123 12 0 45 124 39 4 15 3 0 16
split_gain=9.61674e-07 3.23973e-06 2.0232e-06 1.09308e-06 9.74268e-07 1.29291e-06 3.30717e-05 1.42722e-05 4.63166e-06 9.35942e-07 9.14373e-07 1.78758e-06 5.48408e-06 4.17438e-06 1.75252e-06 1.00362e-06 1.91338e-06 3.18243e-06 2.7431e-06 2.27201e-06 1.80732e-06 5.8905e-06 2.97901e-06 1.67244e-06 2.35491e-06 1.4314e-06 2.7036e-06 2.51785e-06 2.26285e-06 1.80124e-06
threshold=-0.45454999999999995 -0.069144999999999984 0.15724500000000002 -0.46360499999999999 0.057120000000000011 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.097510000000000013 0.31463000000000002 -0.112215 -0.057544999999999992 -0.079444999999999988 -1.0000000180025095e-35 -0.0093599999999999985 -0.082254999999999981 0.085325000000000012 -0.091229999999999992 -1.0000000180025095e-35 0.085470000000000004 -0.010834999999999999 -0.14649999999999996 0.084355000000000013 0.096090000000000023 0.097050000000000011 0.50822500000000004 -0.23032499999999997 -0.095524999999999985 -0.09595999999999999 -0.15241499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 8 -7 -2 10 -9 12 14 -13 -12 16 17 -15 -19 -18 21 -17 25 24 -23 26 28 -27 -22 -28
right_child=2 -3 -4 -5 -6 7 -8 9 -10 -11 11 13 -14 15 -16 20 19 18 -20 -21 22 23 -24 -25 -26 27 29 -29 -30 -31
leaf_value=-2.0227822758236223e-05 -6.1324824157695193e-07 4.0557065891334792e-05 -2.5285768356297925e-05 9.8004320332418311e-06 -1.9667067557747943e-05 -8.0627937197939249e-05 0.0001236055067072977 -1.7312427700441428e-05 -5.1673309135367164e-05 1.8426092359342358e-05 1.1630841454461917e-05 -4.570324061205611e-05 5.3707002720329915e-05 -8.4396469564698806e-06 -2.6584772185742623e-05 -4.9533726726827629e-05 -2.5209287384443871e-05 1.1545724682946457e-05 5.9398530691831425e-05 1.7208449413453268e-05 -4.6117680065672971e-05 -6.7218065097070705e-06 3.0319978048448158e-05 -2.5626803631894292e-05 2.1506976976194315e-05 -7.1177665848240612e-06 -7.7067749979128774e-06 4.077474028710403e-05 -4.9960839191953717e-06 1.3025841510414718e-06
leaf_weight=22 159 25 32 27 25 22 22 30 20 28 30 20 25 27 20 31 28 25 23 23 23 90 33 25 44 21 251 23 32 1915
leaf_count=22 159 25 32 27 25 22 22 30 20 28 30 20 25 27 20 31 28 25 23 23 23 90 33 25 44 21 251 23 32 1915
internal_value=0 1.12639e-05 -2.73553e-07 -3.68164e-06 -8.08327e-09 1.5629e-07 7.90223e-06 -4.01952e-07 -6.31828e-06 2.35913e-07 4.99603e-08 2.42235e-07 1.54654e-05 -1.91227e-07 -3.6554e-06 1.56991e-07 8.86407e-06 1.90259e-05 3.44752e-05 -6.07972e-06 -2.83963e-07 -9.65722e-06 4.91023e-07 -1.88255e-06 2.54735e-06 5.64295e-08 -2.97404e-07 1.7917e-05 -2.21924e-05 2.58563e-07
internal_weight=0 74 3047 49 3015 2990 201 2789 179 2767 2739 2709 75 2634 50 2614 126 75 48 51 2488 190 2298 159 134 2265 2221 44 55 2166
internal_count=3121 74 3047 49 3015 2990 201 2789 179 2767 2739 2709 75 2634 50 2614 126 75 48 51 2488 190 2298 159 134 2265 2221 44 55 2166
is_linear=0
shrinkage=0.1


Tree=4489
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 158 158 483 133 483 40 120 52 483 159 158 481 43 43 52 483 3 1455 15 480 15 15 52 43 15 16
split_gain=1.09102e-06 5.76409e-06 3.69359e-06 2.54147e-06 9.32114e-07 1.36876e-06 1.24401e-06 3.25517e-06 2.80818e-06 1.83608e-06 2.10259e-06 1.82466e-06 1.81783e-06 3.44778e-06 1.28842e-06 6.94947e-06 3.126e-06 4.49656e-06 4.35738e-06 2.02998e-06 2.05189e-06 1.85655e-06 1.84813e-05 1.96745e-06 1.76241e-06 6.02844e-06 4.89271e-06 4.39502e-06 3.43695e-06 3.09429e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.47382999999999992 -0.4686749999999999 0.10761000000000003 0.087575000000000014 0.10045000000000003 -0.24452499999999996 0.090440000000000006 0.024145000000000003 0.095250000000000015 0.10395500000000001 0.10398500000000001 -0.085749999999999979 -0.011694999999999999 -0.073404999999999984 -0.0015799999999999998 -0.096724999999999992 -0.078934999999999991 -0.037084999999999993 -0.068899999999999975 -0.080264999999999989 0.11171000000000002 0.12044500000000001 0.17829500000000004 -0.036954999999999995 0.101845 0.18438500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -6 8 -8 9 -7 12 -10 14 -14 21 -16 17 19 -18 -17 -21 22 -11 -23 28 27 29 -26 -25 -27
right_child=1 4 -4 -5 5 6 7 -9 11 10 -12 -13 13 -15 15 16 18 -19 -20 20 -22 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=1.7619719453808682e-06 5.2718189129206754e-05 -1.8712012262347763e-05 -4.2964936458702145e-05 -3.5043229858967522e-05 2.3147889330105571e-05 -2.8727669521024587e-05 2.2034155095615513e-06 -4.0455694417889596e-05 6.3955606947274651e-06 -2.5572998378525623e-05 2.9144817513952148e-05 4.6758411047319116e-05 -4.3709720435239993e-05 1.1516722533997383e-05 -6.0529299067142852e-05 -2.8842655265179928e-05 1.5661245361982205e-05 4.832919115263697e-05 -4.3334929280043129e-05 -1.0132739823376369e-05 3.3236625640711288e-05 2.6393961763523263e-05 9.3090297360461034e-05 4.498810921481352e-07 -6.1168782992588675e-05 -2.4944840786500007e-05 3.8893838088066938e-05 -7.0090581896787125e-06 3.398382263067986e-05 1.9517588869651568e-05
leaf_weight=176 21 26 25 21 26 22 53 27 24 35 25 21 26 20 22 20 21 24 31 24 20 29 21 2171 31 45 30 29 31 24
leaf_count=176 21 26 25 21 26 22 53 27 24 35 25 21 26 20 22 20 21 24 31 24 20 29 21 2171 31 45 30 29 31 24
internal_value=0 5.17399e-07 -6.75642e-06 -2.16143e-06 1.36504e-07 3.08334e-07 9.82041e-08 -1.2194e-05 4.56317e-07 4.35496e-08 2.79819e-07 2.52316e-05 7.91852e-09 -1.96982e-05 3.55496e-07 -8.28115e-06 -7.07315e-08 1.14158e-05 -1.95096e-05 -2.42666e-06 9.58061e-06 9.27507e-07 1.89257e-05 5.05791e-07 1.87808e-07 -9.97972e-06 5.17898e-06 -3.49916e-05 9.21976e-07 -9.47965e-06
internal_weight=0 2899 222 197 2878 2852 2826 80 2746 2701 2679 45 2654 46 2608 162 140 88 52 64 44 2446 56 2390 2361 159 99 60 2202 69
internal_count=3121 2899 222 197 2878 2852 2826 80 2746 2701 2679 45 2654 46 2608 162 140 88 52 64 44 2446 56 2390 2361 159 99 60 2202 69
is_linear=0
shrinkage=0.1


Tree=4490
num_leaves=31
num_cat=0
split_feature=40 130 39 132 1203 399 393 43 1213 4 15 42 132 129 402 16 403 1210 1212 402 43 52 16 402 13 42 402 1209 403 13
split_gain=9.13968e-07 3.09614e-06 1.97291e-06 1.08075e-06 4.93324e-06 4.62919e-06 1.12481e-06 1.01582e-06 1.04822e-06 1.71729e-06 2.64512e-06 1.64172e-06 2.49079e-06 9.75828e-07 8.73197e-07 2.59527e-06 2.05289e-06 1.6821e-06 8.43775e-07 8.46792e-06 5.6326e-06 1.80593e-05 5.5986e-06 2.2481e-06 1.2376e-05 1.33156e-05 5.82061e-06 2.0246e-06 1.50231e-06 1.61884e-06
threshold=-0.24620999999999996 -0.22699999999999995 0.15438500000000002 -0.083449999999999983 0.089480000000000018 0.091580000000000009 0.10992000000000002 -0.0095349999999999983 0.085835000000000009 -0.068329999999999988 -0.045854999999999993 -0.069529999999999995 -0.41127499999999995 -0.082304999999999975 -0.45454999999999995 -0.072359999999999994 -0.070544999999999983 0.15724500000000002 -0.089544999999999986 0.23460000000000003 -0.0047449999999999992 0.086275000000000004 -0.080344999999999986 0.10708500000000001 -0.085744999999999988 0.088380000000000014 0.10265000000000002 -0.087714999999999987 0.085640000000000008 -0.0062949999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 13 -3 9 -9 11 -11 -13 -5 15 -15 -17 18 20 23 22 -22 -16 26 -25 -26 27 -20 -29 -30
right_child=1 2 -4 5 -6 -7 -8 8 -10 10 -12 12 -14 14 17 16 -18 -19 19 -21 21 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=2.1308571203917384e-05 -3.751861330453143e-05 1.2367379932607621e-05 3.0675935067847608e-05 1.9430870955917412e-05 -5.4220818163770443e-05 3.6067155037421295e-05 -2.3651713818253483e-05 2.0552020524283528e-05 -2.3202127132598044e-05 2.6245823974022642e-05 -3.530709478722062e-05 1.5837895727599973e-05 -2.7234261255342003e-05 -1.1815581092378125e-05 -5.5773152399481099e-05 4.8871326448750634e-05 5.1598235917150642e-06 -2.3116564216252302e-05 2.8412298299372194e-05 -5.8341639611171565e-05 8.0978178812074478e-05 -2.7018701354487956e-05 1.1099833852401185e-05 -4.2501965816138022e-05 0.00010160440748301842 -9.9623953610716862e-06 -5.4067299970483873e-05 -6.9613901196830662e-07 2.6802196753990194e-05 4.0607163607721588e-07
leaf_weight=20 22 39 21 26 20 36 20 27 28 20 26 25 29 30 21 21 22 32 25 25 32 30 31 22 23 20 20 2314 42 52
leaf_count=20 22 39 21 26 20 36 20 27 28 20 26 25 29 30 21 21 22 32 25 25 32 30 31 22 23 20 20 2314 42 52
internal_value=0 -1.37439e-07 1.29656e-07 -8.01121e-08 -6.93345e-06 4.35575e-07 -2.12403e-08 -2.05846e-06 -5.68819e-06 -1.82685e-06 -7.86914e-06 1.77122e-06 -7.29345e-06 1.48275e-07 -3.32408e-08 1.07582e-05 2.65073e-05 -3.26202e-07 -5.17229e-08 -4.29031e-07 8.36491e-06 2.87216e-05 -1.59066e-05 1.45955e-07 1.85017e-05 4.97129e-05 -3.40439e-07 1.01212e-07 -1.92715e-07 1.22001e-05
internal_weight=0 3101 3079 3058 214 2844 2808 194 155 127 100 74 54 2788 2762 73 43 2689 2657 2543 114 62 52 2518 65 43 2453 2433 2408 94
internal_count=3121 3101 3079 3058 214 2844 2808 194 155 127 100 74 54 2788 2762 73 43 2689 2657 2543 114 62 52 2518 65 43 2453 2433 2408 94
is_linear=0
shrinkage=0.1


Tree=4491
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 3 1209 16 16 4 12 159 0 51 1456 1456 481 1446 475 1375 2 12 1456 403 151 158 13 376 123 4 0 15
split_gain=9.53294e-07 3.03687e-06 1.61173e-06 7.93827e-06 1.27958e-06 8.44536e-07 2.39851e-06 8.82332e-06 1.15376e-05 8.05574e-06 2.0623e-06 2.11971e-06 3.81711e-06 5.15347e-06 2.62104e-06 1.01506e-05 2.71947e-06 6.23847e-06 8.88199e-06 6.21349e-06 3.78463e-06 4.69863e-06 2.44489e-06 1.94123e-06 2.28842e-06 1.87309e-06 2.62897e-06 3.67541e-06 2.94267e-06 2.14497e-06
threshold=0.11846000000000001 0.10683000000000002 -0.087714999999999987 -0.082334999999999978 -0.074484999999999982 0.0057500000000000008 -1.0000000180025095e-35 -0.0070899999999999991 0.08486500000000001 1.0000000180025095e-35 -0.26609999999999995 -0.10316499999999999 0.11510000000000002 0.099575000000000011 -0.086484999999999992 0.083715000000000026 -0.086279999999999982 -0.15308499999999997 0.087675000000000017 0.083715000000000026 0.085790000000000019 -0.55049499999999985 -0.5225749999999999 1.0000000180025095e-35 -0.073839999999999975 0.087010000000000018 0.08592000000000001 0.071150000000000005 -0.09515499999999999 -0.0088349999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 10 9 -9 -8 -6 -12 13 14 15 -13 19 18 -18 -16 21 -19 -23 -7 -25 26 29 -28 -29 -24
right_child=-2 -3 4 -5 5 23 7 8 -10 -11 11 12 -14 -15 16 -17 17 20 -20 -21 -22 22 25 24 -26 -27 27 28 -30 -31
leaf_value=6.457852598811899e-05 1.9068218702719049e-05 -3.6361920756857931e-05 -1.8177008473976924e-05 -1.6755518390709768e-05 -2.9400652499095048e-05 -1.0842260825121592e-06 -4.8639093007228377e-05 9.8164113170123152e-05 -5.6873788707889618e-06 3.3942217725693595e-05 -2.3011858866084369e-05 -1.3329218442474181e-05 3.7807366191243221e-05 -4.7504794883934666e-05 1.4885843903584829e-05 6.4041705920014167e-05 8.5392668773108342e-05 4.7772859324184194e-05 -1.3203519402951417e-06 -6.2995783082442358e-05 -3.1561639020242799e-05 -3.4573864650155886e-05 4.7724078059036644e-06 -4.0558628032678306e-05 -5.0991266946836662e-06 2.1979793827995309e-05 -4.7486929489187555e-05 2.3144401435274634e-05 -2.1775886681487985e-05 -2.4993637583128222e-06
leaf_weight=21 26 23 39 28 23 715 27 23 20 21 37 39 28 22 20 30 21 21 27 21 37 20 781 28 52 40 27 25 35 844
leaf_count=21 26 23 39 28 23 715 27 23 20 21 37 39 28 22 20 30 21 21 27 21 37 20 781 28 52 40 27 25 35 844
internal_value=0 -1.60185e-07 1.10856e-07 1.81019e-05 -1.80762e-07 5.44434e-08 1.06829e-06 1.69622e-05 4.98611e-05 -1.25098e-05 3.78894e-07 7.0898e-07 1.13963e-06 6.28839e-07 1.1615e-06 2.03103e-05 4.72986e-07 1.02921e-06 3.66166e-05 -2.50047e-05 9.57695e-08 7.49046e-07 1.91766e-07 -2.73713e-06 -1.751e-05 5.88634e-07 8.88402e-08 -1.6847e-05 -3.0591e-06 9.95562e-07
internal_weight=0 3095 3072 49 3023 2984 2189 91 43 48 2098 2075 2038 2010 1988 69 1919 1878 48 41 1830 1793 1772 795 80 1752 1712 87 60 1625
internal_count=3121 3095 3072 49 3023 2984 2189 91 43 48 2098 2075 2038 2010 1988 69 1919 1878 48 41 1830 1793 1772 795 80 1752 1712 87 60 1625
is_linear=0
shrinkage=0.1


Tree=4492
num_leaves=31
num_cat=0
split_feature=50 132 42 2 1211 50 44 0 0 0 49 50 15 157 4 151 3 50 393 159 13 159 1447 159 0 13 483 483 43 3
split_gain=8.2547e-07 2.15014e-05 1.56701e-05 2.22732e-05 1.03876e-05 2.19191e-06 1.54754e-06 4.43196e-06 2.98361e-06 2.33519e-06 2.2069e-06 5.25987e-06 4.13556e-06 1.90662e-06 4.08303e-06 3.52658e-06 2.64455e-06 2.3888e-06 1.31594e-06 1.2975e-06 3.90668e-06 3.39252e-06 3.46998e-06 4.93754e-06 2.27577e-06 2.92073e-06 1.82843e-06 7.00759e-06 4.92019e-06 4.72901e-06
threshold=0.096900000000000014 -0.083284999999999984 -0.021469999999999996 0.090310000000000015 0.09030500000000001 0.094500000000000015 0.099360000000000018 -0.14226499999999997 -0.097024999999999986 -0.092404999999999973 0.08610000000000001 0.13257000000000002 -0.089964999999999976 -0.081579999999999986 -0.015039999999999998 -0.083694999999999978 -0.081574999999999995 0.11875500000000001 0.11170000000000001 -0.10909999999999999 -0.07965499999999999 -0.08569499999999998 -0.085804999999999979 -0.072599999999999984 -0.077809999999999976 -0.072819999999999982 0.10143000000000001 0.096460000000000018 -0.065269999999999981 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 6 18 7 -4 -9 -10 12 -12 -11 14 -14 -15 -17 -18 19 20 -1 -21 -23 -24 -22 -26 27 -25 29 -28
right_child=1 2 4 -5 -6 -7 -8 8 9 10 11 -13 13 15 -16 16 17 -19 -20 21 24 22 23 26 25 -27 28 -29 -30 -31
leaf_value=-4.456099612490597e-05 0.00010035562508247413 -0.00013541131318106636 4.7721770862976668e-05 4.9567049595330347e-06 7.0987058532646981e-05 -2.5498044103317497e-05 -2.2470087308192888e-05 -3.6164361240697052e-05 3.2075922776130031e-05 -3.362938000813861e-05 5.7506425146129918e-05 -1.5018516992313381e-05 4.1643916002583633e-05 -4.2898570009128888e-05 -1.3964892613053647e-05 3.0959697731304915e-05 -2.5562378186805291e-05 1.8493313186809247e-05 -2.0155155947797928e-05 3.0058945762185001e-05 2.3722025128302418e-05 -3.0443101344202215e-05 4.2938570145957384e-05 -1.8838147470924607e-07 -3.9165401476961765e-05 6.454720121635344e-06 -3.6828757146167845e-06 5.2015197021459107e-05 1.997853779239054e-05 -7.2450666375516453e-05
leaf_weight=26 22 20 21 26 23 35 25 21 25 39 20 20 31 20 23 25 32 20 33 38 27 37 27 2337 23 36 20 26 23 20
leaf_count=26 22 20 21 26 23 35 25 21 25 39 20 20 31 20 23 25 32 20 33 38 27 37 27 2337 23 36 20 26 23 20
internal_value=0 4.1644e-06 -1.24789e-06 -5.60729e-05 6.06211e-06 -6.35121e-07 1.42461e-06 3.43595e-06 6.63728e-08 3.05008e-06 -1.04903e-07 2.1244e-05 -4.5994e-06 2.89841e-06 1.79587e-05 -5.48566e-06 4.23198e-06 -8.61788e-06 -3.09568e-07 -6.14984e-08 -1.0594e-05 4.0513e-07 -4.74178e-08 4.11058e-07 -3.24879e-07 -1.13294e-05 -6.22493e-08 3.86013e-07 -1.68756e-05 -3.80668e-05
internal_weight=0 413 391 46 345 2708 322 297 276 255 230 40 190 151 54 97 77 52 2673 2640 112 2528 2490 2453 86 59 2426 2363 63 40
internal_count=3121 413 391 46 345 2708 322 297 276 255 230 40 190 151 54 97 77 52 2673 2640 112 2528 2490 2453 86 59 2426 2363 63 40
is_linear=0
shrinkage=0.1


Tree=4493
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 399 42 133 16 1204 33 13 34 39 43 33 16 16 2 4 4 4 16 2 52 13 12 1213 43 4 402
split_gain=9.76362e-07 4.40471e-06 2.63872e-06 1.77077e-06 1.05177e-06 1.70914e-06 2.59513e-06 1.26478e-06 1.06764e-06 8.53655e-07 2.38409e-06 1.70501e-06 7.90571e-06 9.54731e-06 3.85861e-06 8.98127e-07 8.3747e-06 4.73493e-06 2.57123e-06 4.39405e-06 4.71204e-06 3.11478e-06 3.60021e-06 2.91278e-06 2.7826e-06 2.97012e-06 6.62951e-06 5.42815e-06 1.56996e-05 9.31987e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.085965000000000014 -0.018024999999999996 -0.40071499999999999 -0.081299999999999983 -0.0030749999999999996 0.085305000000000006 -0.090639999999999984 -0.057544999999999992 0.089790000000000023 -0.084794999999999995 -1.0000000180025095e-35 -0.056919999999999991 -0.061854999999999993 -1.0000000180025095e-35 -0.17966999999999997 -0.088784999999999989 -0.087894999999999987 -0.094359999999999986 0.084415000000000004 -0.083374999999999991 0.24394000000000002 0.086655000000000024 0.065605000000000011 0.0034250000000000005 -0.077679999999999985 -0.087759999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 -6 11 -11 12 13 -3 -13 16 18 -17 -16 21 -21 -20 -23 -22 25 26 27 29 -29 -25
right_child=1 9 -4 -5 7 -7 -8 -9 -10 10 -12 14 -14 -15 15 17 -18 -19 19 20 23 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=1.7762212987041232e-06 4.6121548006166929e-05 -2.8673969912536754e-06 -3.6995929272961811e-05 -2.9954722491051406e-05 1.0264998702548966e-05 1.2446577508213793e-05 -4.3557527406728299e-05 2.5626216457957137e-05 -1.510650842343845e-05 1.0167539628879321e-05 -3.4444105149304957e-05 -4.3777334103651813e-05 -2.3328040778475653e-05 9.3672731181868585e-05 3.3571222718364883e-05 -4.4649317540461196e-05 6.4759014951830201e-05 -7.1963434485137645e-07 2.6941201275772547e-06 5.0091543621419986e-05 2.8807240055726115e-05 -1.1177100674578232e-05 -6.7129038238224734e-05 6.2172923882193893e-05 2.9423548883755758e-05 3.7552336595183125e-06 -6.1382604551562554e-05 -0.00010449902769323673 1.9836954500836631e-06 -3.3716627835071991e-06
leaf_weight=28 21 21 25 21 43 27 23 28 27 23 25 20 30 20 24 25 21 1321 29 20 37 23 23 23 32 693 21 20 45 382
leaf_count=28 21 21 25 21 43 27 23 28 27 23 25 20 30 20 24 25 21 1321 29 20 37 23 23 23 32 693 21 20 45 382
internal_value=0 4.89446e-07 -6.39156e-06 -2.50775e-06 7.6717e-07 -7.89784e-06 -1.86684e-05 7.66381e-06 4.78846e-07 1.56481e-07 -1.30677e-05 3.80778e-07 1.56817e-05 4.42253e-05 -1.29747e-08 3.0659e-07 2.08659e-06 -1.53556e-06 1.12732e-06 5.49681e-07 1.93549e-06 -2.29722e-05 -3.91531e-05 1.16684e-06 3.25809e-07 -4.60617e-07 -6.41089e-06 -3.95471e-06 -3.07802e-05 3.50622e-07
internal_weight=0 2899 222 197 176 78 51 98 70 2878 48 2830 71 41 2759 2739 1393 1346 1372 1348 1273 75 46 1253 1216 1184 491 470 65 405
internal_count=3121 2899 222 197 176 78 51 98 70 2878 48 2830 71 41 2759 2739 1393 1346 1372 1348 1273 75 46 1253 1216 1184 491 470 65 405
is_linear=0
shrinkage=0.1


Tree=4494
num_leaves=31
num_cat=0
split_feature=40 130 40 34 34 10 11 1 40 40 39 47 47 2 0 47 484 484 3 12 3 160 39 4 3 151 42 16 456 133
split_gain=7.99078e-07 2.54502e-06 1.84238e-06 1.2299e-06 1.31766e-06 4.93897e-06 3.11885e-06 1.60755e-06 1.43369e-06 2.6452e-06 1.10181e-06 1.02464e-06 9.16739e-06 6.68326e-06 1.34029e-05 2.6833e-06 1.40895e-06 1.83621e-06 1.49393e-06 2.70836e-06 1.73523e-06 1.82181e-06 1.42668e-06 1.49788e-06 5.15047e-06 1.40192e-06 4.56667e-06 1.3789e-05 1.31947e-05 9.28292e-06
threshold=-0.24620999999999996 -0.22699999999999995 -0.099059999999999995 -0.112215 -0.057544999999999992 -0.0079749999999999977 -1.0000000180025095e-35 0.10871500000000002 -0.083564999999999987 -0.081564999999999985 0.10031500000000002 0.092165000000000011 0.09550500000000002 -1.0000000180025095e-35 -0.066689999999999985 0.089640000000000011 -0.078424999999999981 -0.064309999999999992 -0.073884999999999992 0.094375000000000014 -0.096099999999999977 -0.04016999999999999 0.085970000000000005 0.053180000000000012 0.10893000000000001 -0.085134999999999975 0.083715000000000026 -0.008904999999999998 0.085800000000000015 0.085195000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 -4 5 7 -6 -5 -8 -10 -3 13 -13 14 -11 25 -14 -18 19 20 -19 -22 23 -20 -25 26 29 28 -28 -15
right_child=1 2 3 4 6 -7 8 -9 9 11 -12 12 16 15 -16 -17 17 18 22 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=1.9924318589801263e-05 -3.4019800225657745e-05 4.8385291847807826e-06 -2.1823187702151562e-05 -2.256894376841956e-05 -3.7824778502743521e-05 5.2938990310477415e-05 -1.9328101705851672e-05 1.2418738778847158e-05 3.2610139540338426e-05 9.5738202054979584e-05 3.8032045958971144e-05 -6.6224351214417692e-05 -1.6925879861244337e-05 8.4105728806309687e-06 4.9814164716129501e-07 -3.2193450365761796e-05 3.1360867233161116e-05 -1.7663410772701566e-05 1.3200278689592696e-06 -2.930871403236779e-05 -8.342653309227899e-06 3.1477540243132453e-05 -1.1774828707140322e-05 6.4449790074831993e-05 -5.6669343063152738e-06 -6.0465402434794715e-07 0.00012588759003847374 -1.1428313803449744e-05 1.1019281591870824e-05 -6.6984952791244727e-05
leaf_weight=20 22 20 26 24 22 22 38 29 25 22 20 23 45 89 45 26 20 26 44 40 20 27 28 20 22 2249 20 47 20 20
leaf_count=20 22 20 26 24 22 22 38 29 25 22 20 23 45 89 45 26 20 26 44 40 20 27 28 20 22 2249 20 47 20 20
internal_value=0 -1.28502e-07 1.13657e-07 -1.66983e-07 1.98942e-08 1.31086e-05 -3.14229e-07 -3.42474e-06 -3.12278e-08 2.23561e-07 2.14353e-05 -6.02334e-08 -5.43954e-06 6.07411e-07 3.1771e-05 -2.37575e-07 -6.51694e-07 2.31324e-06 -2.46024e-07 -8.39431e-06 3.06564e-06 1.45328e-05 7.83078e-06 1.4214e-05 2.7722e-05 1.02242e-07 8.21351e-06 2.52989e-05 6.84534e-05 -5.42347e-06
internal_weight=0 3101 3079 3039 3013 75 2938 53 2916 2878 40 2853 315 2538 67 2471 292 247 227 113 73 47 114 86 42 2445 196 87 40 109
internal_count=3121 3101 3079 3039 3013 75 2938 53 2916 2878 40 2853 315 2538 67 2471 292 247 227 113 73 47 114 86 42 2445 196 87 40 109
is_linear=0
shrinkage=0.1


Tree=4495
num_leaves=31
num_cat=0
split_feature=130 40 120 10 0 15 2 11 44 1455 49 49 1454 51 0 52 1456 1456 1455 133 151 15 52 133 15 50 1446 2 2 13
split_gain=9.46334e-07 1.5478e-06 1.28138e-06 1.06187e-06 9.6237e-06 7.79623e-06 4.01283e-06 2.13975e-06 1.00119e-06 2.96156e-06 1.05565e-06 3.60591e-06 4.937e-06 1.96108e-06 2.67681e-06 3.07503e-06 1.44519e-06 2.31829e-06 1.58753e-06 1.64221e-06 6.03262e-06 5.80056e-06 6.76755e-06 5.15177e-06 5.1496e-06 4.1284e-06 4.97481e-06 4.46535e-06 1.01042e-05 8.07415e-06
threshold=-0.23123999999999997 -0.24290999999999999 0.090440000000000006 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.013254999999999998 -1.0000000180025095e-35 0.099360000000000018 0.11922500000000001 0.11707000000000002 0.11136000000000001 0.11562500000000002 -0.44986999999999994 -0.080119999999999983 -0.034054999999999995 0.11510000000000002 0.099575000000000011 0.10701500000000001 0.087720000000000006 -0.084764999999999993 0.11461000000000002 0.4099850000000001 0.087495000000000003 0.098485000000000017 0.11768500000000003 0.083715000000000026 0.084985000000000019 0.08734500000000002 -0.051094999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -5 9 10 11 12 16 -12 15 -15 17 18 19 23 -21 24 -23 -9 25 26 27 29 -29 -22
right_child=1 2 -4 7 5 6 -8 8 -10 -11 13 -13 -14 14 -16 -17 -18 -19 -20 20 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=2.0209338673220889e-05 -2.7879150488843157e-05 -6.4235093537718055e-05 2.1325004851340575e-05 3.2786322408355771e-05 4.9424272116636664e-05 -4.9775469623065354e-05 6.4818130795174516e-06 -1.8221250017114232e-07 -1.8522445839937126e-05 3.5891711891251724e-05 -3.724260291164683e-05 3.2700610908624878e-05 -4.8367940984289382e-05 2.82742872234219e-05 -1.9836784973136437e-05 -9.8957766162446062e-06 2.5833938302226178e-05 -2.8523922407787597e-05 -2.6978725821079154e-05 4.6184926631052383e-05 -5.357658608476794e-05 3.1065482359666094e-06 8.0480164888285807e-05 -4.7784177442498854e-05 -3.7351910177676475e-05 3.7083796152614928e-05 4.3157511652680118e-05 5.1502626163896947e-05 -3.3773851347973508e-06 -4.0131013092297293e-07
leaf_weight=23 20 25 28 20 28 21 32 1978 29 23 20 34 21 39 61 46 22 28 21 34 43 26 20 23 35 32 25 39 240 85
leaf_count=23 20 25 28 20 28 21 32 1978 29 23 20 34 21 39 61 46 22 28 21 34 43 26 20 23 35 32 25 39 240 85
internal_value=0 -1.50036e-07 3.01397e-08 -1.65354e-07 -9.99872e-06 6.7409e-06 -1.58088e-05 1.88701e-07 -3.42654e-08 1.50936e-07 -1.35289e-07 3.39562e-07 -7.22181e-08 -7.87593e-06 -3.8531e-06 7.61755e-06 3.10358e-07 9.67719e-08 4.04876e-07 6.27766e-07 5.31794e-06 2.76844e-06 3.67473e-05 -7.29362e-07 -3.63872e-07 2.42617e-06 -1.41057e-07 -2.80067e-06 4.29401e-06 -1.82649e-05
internal_weight=0 3098 3078 3050 106 81 53 2944 2924 2895 2872 2706 2672 166 146 85 2651 2629 2601 2580 579 545 46 2001 499 464 432 407 279 128
internal_count=3121 3098 3078 3050 106 81 53 2944 2924 2895 2872 2706 2672 166 146 85 2651 2629 2601 2580 579 545 46 2001 499 464 432 407 279 128
is_linear=0
shrinkage=0.1


Tree=4496
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 3 1209 42 15 132 50 50 1211 15 15 13 132 402 16 133 13 13 13 481 13 1212 3 1213 43 4 1212 1212
split_gain=9.20899e-07 2.35038e-06 1.46469e-06 6.19256e-06 1.03962e-06 8.49608e-06 1.04647e-06 2.16169e-05 1.34971e-05 3.00303e-05 3.78593e-06 3.53012e-06 8.36505e-06 6.69531e-06 4.54704e-06 3.75887e-06 3.97606e-06 8.01282e-06 1.52727e-05 1.04049e-05 2.73353e-06 3.00257e-06 3.71602e-06 2.1183e-06 1.98299e-06 1.8017e-06 3.90345e-06 8.30498e-06 1.82058e-06 7.08114e-06
threshold=0.11846000000000001 0.10683000000000002 -0.087714999999999987 -0.082334999999999978 -0.065739999999999979 0.092145000000000019 0.091650000000000023 -0.083284999999999984 0.10727500000000002 0.11700000000000001 0.11013500000000002 0.095575000000000007 0.094425000000000023 -0.011289999999999998 0.090440000000000006 -0.44724499999999995 -0.037154999999999994 0.090445000000000011 -0.081029999999999977 -0.017449999999999997 -0.083364999999999981 -0.052634999999999994 -0.07743499999999999 0.11473500000000002 -0.069009999999999974 0.093235000000000026 -0.025214999999999998 -0.082109999999999975 0.086920000000000011 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 10 -8 11 -10 23 12 13 -9 15 -13 17 18 -17 -20 -18 -22 -23 25 -24 28 -27 -28 -6 -30
right_child=-2 -3 4 -5 6 -7 7 8 9 -11 -12 14 -14 -15 -16 16 20 -19 19 -21 21 22 24 -25 -26 26 27 -29 29 -31
leaf_value=5.8281109072378889e-05 1.8741428972974136e-05 -3.2005662460901276e-05 2.3903628443104726e-05 -1.3555264272976535e-05 1.7337135336658539e-07 -6.0533181034439953e-05 9.4849478734431627e-05 -2.4939295224826579e-05 -0.00014463207480730489 1.2537712873675066e-05 -3.4933645554247054e-05 -3.7616993922711116e-05 7.5203017458198195e-05 4.2472320455999582e-05 -4.3154114725687331e-05 -5.1520166640070132e-05 -3.1556010017757891e-05 7.3330550450615797e-05 9.644363233746845e-05 1.2800313622089258e-06 3.904480749042705e-05 -3.3000173913630231e-05 2.6517589220234456e-05 -3.2730731313677096e-05 -5.9689228713804849e-06 -1.8672858056126409e-05 7.5262372422952e-05 -6.5103674084336198e-06 -5.9802912986924636e-05 -1.3003283114206473e-06
leaf_weight=21 26 23 26 28 2252 22 25 34 20 31 32 20 23 26 22 28 27 24 20 27 20 30 34 20 42 23 23 27 25 120
leaf_count=21 26 23 26 28 2252 22 25 34 20 31 32 20 23 26 22 28 27 24 20 27 20 30 34 20 42 23 23 27 25 120
internal_value=0 -1.57438e-07 8.1009e-08 1.72318e-05 -1.96988e-07 -1.47966e-05 3.85679e-08 4.46387e-06 -8.15666e-07 -4.90975e-05 -7.56301e-07 5.71583e-06 2.39279e-05 4.2724e-06 5.74332e-07 4.11119e-06 7.42295e-06 2.30384e-05 6.94492e-06 4.17752e-05 -2.68116e-06 3.5063e-06 -3.19907e-06 -3.17075e-07 8.56452e-06 -5.46158e-08 1.54216e-05 3.11051e-05 -5.25941e-07 -1.1387e-05
internal_weight=0 3095 3072 49 3023 48 2975 453 428 51 2522 377 83 60 294 272 252 99 75 47 153 126 106 2490 76 2470 73 50 2397 145
internal_count=3121 3095 3072 49 3023 48 2975 453 428 51 2522 377 83 60 294 272 252 99 75 47 153 126 106 2490 76 2470 73 50 2397 145
is_linear=0
shrinkage=0.1


Tree=4497
num_leaves=31
num_cat=0
split_feature=132 399 15 50 132 402 133 12 1205 120 12 10 0 10 9 9 52 45 49 1429 43 3 2 49 16 13 51 13 151 123
split_gain=1.04647e-06 3.64727e-06 3.62148e-06 1.13305e-06 9.75089e-07 1.00916e-06 2.68489e-06 3.70324e-06 1.6101e-06 9.74428e-07 1.64127e-06 1.1335e-06 8.47957e-06 7.58588e-06 1.93775e-06 1.99389e-06 1.62339e-06 1.04088e-06 1.06847e-06 5.50242e-06 8.26176e-06 1.98895e-05 2.29911e-06 2.1533e-06 2.4185e-06 3.17751e-06 1.93583e-06 1.50116e-06 1.3262e-06 5.09405e-06
threshold=-0.083449999999999983 0.091580000000000009 0.092400000000000024 0.09227500000000001 -0.020824999999999996 -0.45454999999999995 0.51314000000000015 0.096210000000000004 1.0000000180025095e-35 0.09852000000000001 0.22926500000000002 -0.011559999999999999 -0.10224499999999999 -0.086389999999999981 0.08925000000000001 0.10629500000000001 -0.077024999999999996 0.094030000000000016 0.10910000000000002 0.083725000000000008 -0.095049999999999982 -0.087044999999999983 0.14530500000000005 0.15665000000000004 0.51222500000000004 -0.072819999999999982 -0.43587999999999999 -0.28558999999999996 -0.085134999999999975 0.084180000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 6 -6 -8 9 10 11 12 -7 16 17 -16 -14 18 22 20 -20 -22 26 24 25 -23 -13 -24 29 -28
right_child=1 -3 -4 -5 5 8 7 -9 -10 -11 -12 14 13 -15 15 -17 -18 -19 19 -21 21 23 27 -25 -26 -27 28 -29 -30 -31
leaf_value=8.8913147701968264e-07 -1.8478623860573862e-05 3.1276789166823669e-05 -4.2505340072239053e-05 -2.234772173324018e-05 4.0089400294084997e-05 -6.3717807607526603e-05 2.8289668521860482e-05 -2.9792611546682843e-05 -2.8289486963331004e-05 -2.1805699220749374e-05 2.7551250534749923e-05 2.425226503499503e-05 6.8265152880154678e-06 5.227365735057296e-05 4.4704439278575596e-05 5.143789167050272e-08 -2.7653096508907366e-05 -1.6930018156407251e-05 -5.2015301486423801e-05 -5.6345850684920147e-05 0.00010094482480781154 -6.1598651827256559e-07 1.0252430729451591e-06 1.4020976031085746e-05 1.3994368403117457e-05 -4.3031414767301019e-05 1.3253976746168594e-05 3.6394238104549008e-05 -5.5036682489052183e-07 -3.9929305456780641e-05
leaf_weight=167 28 38 25 24 23 23 21 23 20 20 22 34 22 24 20 20 36 35 27 20 20 33 20 38 23 38 181 30 2046 20
leaf_count=167 28 38 25 24 23 23 21 23 20 20 22 34 22 24 20 20 36 35 27 20 20 33 20 38 23 38 181 30 2046 20
internal_value=0 4.99312e-07 -6.71525e-06 -2.03068e-06 9.13789e-08 2.74528e-07 1.24016e-05 -2.07152e-06 -1.85875e-08 1.8687e-07 3.47869e-07 1.2703e-07 -1.00597e-05 4.99073e-06 5.37628e-07 2.23779e-05 -1.45746e-05 1.97039e-07 4.33974e-07 -6.59943e-06 -1.04118e-06 8.01344e-06 1.03442e-06 -6.06707e-06 -1.41878e-05 -2.33172e-05 5.69448e-07 2.22466e-05 2.11096e-07 7.96211e-06
internal_weight=0 2905 216 191 2867 2839 67 44 2772 2752 2732 2710 105 82 2605 40 58 2565 2530 199 179 152 2331 132 94 71 2281 50 2247 201
internal_count=3121 2905 216 191 2867 2839 67 44 2772 2752 2732 2710 105 82 2605 40 58 2565 2530 199 179 152 2331 132 94 71 2281 50 2247 201
is_linear=0
shrinkage=0.1


Tree=4498
num_leaves=31
num_cat=0
split_feature=50 132 1211 133 133 50 43 44 1453 483 483 0 15 0 475 0 484 12 159 1186 157 133 16 1429 1 157 159 13 159 480
split_gain=1.0349e-06 1.84055e-05 1.51719e-05 1.83819e-06 3.1791e-06 1.80274e-06 1.6795e-06 1.50442e-06 4.66303e-06 1.99308e-06 5.38926e-06 4.44795e-06 3.18157e-06 2.78962e-06 3.21425e-06 2.81469e-06 2.27102e-06 1.74701e-06 1.56344e-06 1.48848e-06 1.29053e-06 8.84938e-06 7.92544e-06 5.42891e-06 4.44009e-06 4.25362e-06 1.36233e-06 3.13038e-06 2.83387e-06 3.00957e-06
threshold=0.096900000000000014 -0.083284999999999984 0.11048500000000001 -1.0000000180025095e-35 -0.095184999999999978 0.094500000000000015 0.11268500000000002 0.099360000000000018 -0.077764999999999987 0.087520000000000014 0.093265000000000015 -0.090314999999999993 -0.088749999999999982 -0.085669999999999982 -0.082759999999999986 -0.075684999999999988 -0.063689999999999983 0.092200000000000018 -0.024209999999999999 -0.095479999999999982 -0.086284999999999987 0.08622500000000001 -0.0094449999999999968 1.0000000180025095e-35 0.10337500000000001 -0.083699999999999983 -0.10909999999999999 -0.07965499999999999 -0.08569499999999998 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 6 19 -3 8 -5 11 -11 12 -10 18 -15 -16 -12 -17 -13 -1 21 22 -21 24 -24 -22 27 -27 -28 -30
right_child=1 2 -4 7 -6 -7 -8 -9 9 10 16 13 -14 14 15 17 -18 -19 -20 20 25 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=-2.2200924589440313e-05 9.3659874404362534e-05 -1.6949667078733912e-05 -8.3028866252529308e-05 4.9701935713528657e-05 5.167618016587637e-05 -2.3259100791100145e-05 2.3089804844031196e-05 -2.3443334533152193e-05 -6.0523950924107343e-05 5.8006776780530347e-05 -2.4536477947549427e-05 5.3832467801839809e-06 -5.415386895037955e-06 -3.8062689488545708e-05 2.5352049831001623e-05 -3.1204482623555427e-05 2.0071228477934798e-05 4.2542286971156226e-06 4.4923639070475477e-05 4.9099798900050672e-05 4.0593739910176594e-05 -5.4729556083629818e-05 3.9916871329686343e-05 -5.7076351804425937e-05 -1.8565957511514974e-05 -4.2070318673722802e-05 2.8678914682132017e-05 -1.7056467449180333e-06 5.3710109986844433e-07 -2.4509984221794537e-05
leaf_weight=31 22 20 21 20 21 35 22 23 22 20 25 20 20 24 35 24 21 33 20 29 26 33 21 20 34 25 35 83 2287 49
leaf_count=31 22 20 21 20 21 35 22 23 22 20 25 20 20 24 35 24 21 33 20 29 26 33 21 20 34 25 35 83 2287 49
internal_value=0 4.66285e-06 -3.44656e-07 4.34823e-06 1.99077e-05 -7.11137e-07 4.02339e-06 1.15526e-06 3.1474e-06 -3.79464e-07 1.467e-05 -5.39595e-06 -3.42818e-05 2.38101e-06 -5.47156e-06 3.03048e-06 -4.17209e-06 -1.06758e-05 2.51534e-05 -4.15897e-07 -1.60281e-07 -9.61092e-06 4.70557e-06 -1.24602e-05 3.76385e-06 3.5658e-07 -6.54311e-08 -1.10493e-05 4.34889e-07 1.17128e-08
internal_weight=0 413 391 370 63 2708 42 307 284 264 66 198 42 156 116 92 46 57 40 2673 2642 137 104 75 55 2505 2479 108 2371 2336
internal_count=3121 413 391 370 63 2708 42 307 284 264 66 198 42 156 116 92 46 57 40 2673 2642 137 104 75 55 2505 2479 108 2371 2336
is_linear=0
shrinkage=0.1


Tree=4499
num_leaves=31
num_cat=0
split_feature=1211 50 1212 45 46 474 132 15 50 393 1212 0 1212 1212 1213 1212 3 0 394 394 394 158 1453 4 1 120 158 1 158 158
split_gain=1.24609e-06 2.81817e-06 1.1538e-06 1.0962e-06 2.06191e-06 1.17544e-06 1.06155e-06 2.80754e-06 1.78651e-06 1.50887e-06 1.3125e-06 4.12743e-06 1.61507e-06 4.63119e-06 6.34349e-06 4.46323e-06 3.65112e-06 2.48985e-06 1.14202e-06 2.5376e-06 1.28602e-06 1.0577e-06 2.58089e-06 2.9876e-06 1.46155e-06 4.01881e-06 2.2585e-06 3.20499e-06 1.99539e-06 2.00957e-06
threshold=0.11716500000000001 0.090980000000000019 0.13631000000000001 0.10331000000000001 0.083550000000000013 0.12103000000000001 -0.083174999999999985 0.092400000000000024 0.10450500000000001 0.10585500000000002 0.10321500000000002 -0.080869999999999984 0.087615000000000012 0.089125000000000024 -0.082994999999999985 0.087210000000000024 -0.082689999999999986 -0.080689999999999984 -0.11103499999999998 -0.089309999999999987 -0.083559999999999982 0.11245500000000001 -1.0000000180025095e-35 0.056795000000000005 0.16540500000000002 1.0000000180025095e-35 0.10544500000000002 0.10089500000000001 0.098790000000000003 0.08673500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 -1 10 12 -12 15 -14 -15 18 17 -16 -8 -20 -21 24 -23 -24 25 26 28 -28 29 -22
right_child=1 -3 -4 -5 -6 -7 9 -9 -10 -11 11 -13 13 14 16 -17 -18 -19 19 20 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=4.2378162158586617e-07 -2.7490394049064808e-06 4.4822731415479214e-05 -2.2576131864891228e-05 1.8316880772317746e-05 -3.1514879542339172e-05 2.2959141444351357e-05 1.9966490796312948e-05 -3.846795571735129e-05 -3.0443767299256514e-05 2.0925472573643284e-05 -5.3886025021451394e-06 5.1558563829985356e-05 -4.7214917477893848e-05 3.807853446577893e-05 2.2760455546879467e-05 4.7310976187873164e-05 -5.0193145200508937e-05 -2.4815831751435655e-05 -3.0277208205526613e-05 1.7140176393251414e-05 -2.7626441891175315e-07 1.8223388873262925e-05 -4.4779851356370511e-06 -4.9320838629303888e-05 2.6355050535390286e-05 -3.4793092918610486e-05 3.4910140925603631e-06 5.2128313982393599e-05 -2.2590186152881825e-05 1.8434612332122802e-05
leaf_weight=175 33 20 23 32 21 22 28 25 21 35 35 20 28 29 22 20 23 22 28 43 2117 22 39 24 21 33 42 20 39 59
leaf_count=175 33 20 23 32 21 22 28 25 21 35 35 20 28 29 22 20 23 22 28 43 2117 22 39 24 21 33 42 20 39 59
internal_value=0 1.52026e-05 -2.62631e-07 -9.40888e-08 -2.89625e-07 -7.0464e-08 -2.41054e-07 -6.90885e-06 -2.88346e-06 2.9499e-07 2.89371e-08 1.53195e-05 -2.87339e-07 -1.14307e-05 -9.93574e-07 2.57738e-07 -1.79054e-05 -1.02769e-06 -1.16443e-07 -3.42547e-07 -1.68908e-09 -3.0678e-07 -1.12638e-05 -2.1561e-05 9.27696e-08 -1.45978e-07 3.56154e-07 1.91805e-05 -1.70757e-07 2.31062e-07
internal_weight=0 53 3068 3045 3013 2992 2970 221 196 2749 2714 55 2659 124 96 2535 67 44 2515 2487 2459 2416 85 63 2331 2310 2277 62 2215 2176
internal_count=3121 53 3068 3045 3013 2992 2970 221 196 2749 2714 55 2659 124 96 2535 67 44 2515 2487 2459 2416 85 63 2331 2310 2277 62 2215 2176
is_linear=0
shrinkage=0.1


Tree=4500
num_leaves=31
num_cat=0
split_feature=1211 43 1429 156 474 1420 475 475 475 475 1375 150 15 156 475 52 457 448 1348 447 457 1346 45 482 0 39 3 43 13 4
split_gain=1.00933e-06 2.43916e-06 9.85257e-07 1.73453e-06 2.01731e-06 1.21546e-06 1.50539e-06 1.57693e-06 1.74018e-06 4.08072e-06 3.99452e-06 1.0417e-05 3.54399e-06 4.54517e-06 2.53698e-06 1.61153e-06 1.22911e-06 3.59253e-06 2.41958e-06 1.44854e-06 2.37866e-06 2.10143e-06 1.36649e-06 1.3254e-06 4.17777e-06 3.80497e-06 2.47705e-06 3.27384e-06 1.50841e-06 1.42578e-06
threshold=0.11716500000000001 0.062770000000000006 0.12521000000000002 0.3248100000000001 0.11787500000000002 -0.086589999999999986 -0.50059999999999982 -0.10664 -0.086304999999999979 -0.085774999999999976 -0.15308499999999997 0.10980500000000001 -0.015744999999999999 0.085790000000000019 -0.085144999999999985 -0.07167999999999998 0.11612500000000002 0.030280000000000001 0.091105000000000005 0.089395000000000016 0.091945000000000013 0.087840000000000015 0.10331000000000001 0.090355000000000005 -0.059114999999999994 0.15619500000000003 -0.083924999999999986 -0.080419999999999978 -0.53104499999999988 -0.067104999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 15 12 -10 11 -11 -9 -14 -12 -8 17 18 19 20 22 -21 23 25 26 28 -25 -28 -16 -29
right_child=1 -3 -4 -5 -6 6 7 8 9 10 14 -13 13 -15 16 -17 -18 -19 -20 21 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-2.4978665705930326e-05 3.0383217546676118e-05 -1.3874172864234425e-05 2.1886404874749134e-05 -2.9021953551342625e-05 2.932013751136686e-05 2.7099174876639156e-05 -3.6726975395140471e-05 -1.3589249350004067e-05 -4.5527412075898618e-05 7.7520321223267308e-05 -3.3786061359695968e-05 -1.2597311640625965e-05 -1.6861442054505461e-06 6.3496277668847418e-05 2.5704186680827877e-05 3.1533984383713688e-07 2.3106270005386747e-05 -3.7619733911224809e-05 3.4383511356281814e-05 -4.2378682483104061e-05 2.7298851188290077e-05 2.9136994271539155e-06 2.1021130437318414e-05 -3.1384442977469013e-05 4.5711942948400978e-05 -4.3730681530481284e-05 4.3269310090181534e-05 -2.3670683797470041e-05 -1.2135988270259198e-06 6.6982448953030358e-06
leaf_weight=20 33 20 20 21 23 20 24 26 20 23 23 29 20 23 21 23 22 26 20 20 31 21 29 20 25 21 20 22 2403 52
leaf_count=20 33 20 20 21 23 20 24 26 20 23 23 29 20 23 21 23 22 26 20 20 31 21 29 20 25 21 20 22 2403 52
internal_value=0 1.36823e-05 -2.36364e-07 -3.81526e-07 -1.82832e-07 -4.0872e-07 -2.44042e-07 -4.28544e-07 -1.35759e-07 -5.15934e-07 -1.97607e-07 2.72624e-05 1.55561e-05 3.31789e-05 -7.11988e-07 -1.85999e-05 -4.3567e-07 -6.25315e-07 -2.69731e-07 -5.27856e-07 -2.38619e-07 -1.91801e-05 -5.65316e-07 -8.07579e-07 8.691e-06 -1.34758e-06 5.72377e-07 7.3717e-06 -9.804e-07 -2.33036e-06
internal_weight=0 53 3068 3048 3027 3004 2984 2964 2917 2848 2828 52 69 43 2776 47 2753 2731 2705 2685 2644 41 2613 2584 139 2445 114 94 2424 74
internal_count=3121 53 3068 3048 3027 3004 2984 2964 2917 2848 2828 52 69 43 2776 47 2753 2731 2705 2685 2644 41 2613 2584 139 2445 114 94 2424 74
is_linear=0
shrinkage=0.1


Tree=4501
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 1 1 3 479 33 1 457 1 12 1210 1 1374 150 43 1374 1 9 43 9 1 2 2 2 1 1 142
split_gain=8.48595e-07 3.48366e-06 3.01605e-06 1.58666e-06 8.12774e-07 1.99141e-05 4.07597e-05 9.2619e-06 9.33783e-06 8.47494e-06 4.42444e-06 5.75611e-06 1.30215e-05 4.27138e-06 8.08515e-06 5.33456e-06 4.90892e-06 1.59718e-05 3.27377e-06 3.14444e-06 3.52528e-06 1.36e-05 2.70741e-06 2.57859e-06 5.06869e-06 8.899e-06 3.88509e-06 3.31559e-06 3.25703e-06 4.41034e-06
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 0.097510000000000013 0.09253500000000002 0.091535000000000019 -0.081054999999999974 0.093525000000000011 -1.0000000180025095e-35 0.093400000000000025 -0.14032499999999998 0.090540000000000023 0.089570000000000025 -0.42132499999999995 0.090130000000000016 0.089635000000000006 0.10699000000000002 -0.081674999999999984 -1.0000000180025095e-35 0.094090000000000021 -1.0000000180025095e-35 -0.074974999999999986 -0.087824999999999986 0.10337500000000001 0.10803500000000001 0.10402500000000002 0.10060500000000001 0.10471500000000002 0.10684 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 10 -7 8 -6 -10 -2 13 -13 -12 15 16 -15 -18 -11 -20 21 22 -21 24 25 26 -22 -25 -29 -30
right_child=2 -3 -4 -5 7 6 -8 -9 9 18 11 12 -14 14 -16 -17 17 -19 19 20 23 -23 -24 27 -26 -27 -28 28 29 -31
leaf_value=1.042620566109194e-06 -4.5179095122009698e-05 -4.580324155540439e-05 3.7335290843739955e-05 -2.8680831437668534e-05 6.7052844332508919e-05 3.0096951618361346e-05 -0.00017179346781631468 6.9864282036178341e-05 -5.4560670790643991e-05 3.7739154049631909e-05 4.6024860021134378e-05 9.4216465835675746e-05 -1.0776420145298794e-05 6.0222960008568505e-07 -5.6915355482487942e-05 4.8200467409649809e-05 1.917195139202914e-05 -9.969319135052502e-05 3.9507917899754834e-05 3.518062248336459e-05 6.0076301267618571e-06 -8.1819079598062676e-05 -1.0000127626597078e-05 -3.2170145010133958e-05 4.7787741908678076e-05 -5.6513255237535174e-05 5.0843467144422111e-05 2.5183520785426386e-05 -4.6126943793338307e-05 -3.4267121026161659e-07
leaf_weight=176 21 20 22 20 21 20 20 20 28 24 20 21 27 1683 25 23 26 20 20 21 121 25 36 34 32 21 23 47 22 482
leaf_count=176 21 20 22 20 21 20 20 20 28 24 20 21 27 1683 25 23 26 20 20 21 121 25 36 34 32 21 23 47 22 482
internal_value=0 -6.04713e-06 4.49635e-07 -1.99038e-06 1.68163e-07 -1.03396e-06 -7.08483e-05 2.51335e-06 1.1058e-06 -3.73778e-07 4.62596e-07 9.82095e-07 3.5158e-05 6.92172e-08 -4.4801e-07 3.57745e-07 -2.78682e-07 -3.25085e-05 1.29718e-06 3.07808e-07 -5.99602e-07 -2.03255e-05 6.64541e-06 1.46884e-06 1.13642e-05 4.30027e-06 1.31689e-05 -1.86345e-06 6.65189e-09 -2.34119e-06
internal_weight=0 216 2905 196 2883 1906 40 977 957 936 1866 1845 48 1797 1777 1752 1729 46 908 884 864 82 57 782 197 165 144 585 551 504
internal_count=3121 216 2905 196 2883 1906 40 977 957 936 1866 1845 48 1797 1777 1752 1729 46 908 884 864 82 57 782 197 165 144 585 551 504
is_linear=0
shrinkage=0.1


Tree=4502
num_leaves=31
num_cat=0
split_feature=33 9 16 16 9 124 0 1 52 97 374 12 12 45 0 51 4 2 39 14 124 15 447 48 448 132 1203 1185 50 447
split_gain=9.70377e-07 1.23453e-06 2.54165e-05 7.03836e-06 9.6544e-07 8.95669e-07 2.1225e-06 4.48716e-06 4.28066e-06 1.56818e-06 2.85197e-06 1.32901e-06 7.02379e-06 3.13931e-06 2.74384e-06 3.11054e-06 2.88651e-06 2.65176e-06 2.52861e-06 1.97632e-06 1.83013e-06 1.96059e-06 1.0956e-06 4.08742e-06 1.82227e-06 1.14345e-06 2.99606e-05 1.53502e-05 5.68221e-06 1.36951e-06
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.45661999999999997 0.037245000000000007 -0.086844999999999992 -0.073309999999999986 0.104035 -0.080979999999999983 -0.083924999999999986 0.08987500000000001 -0.010834999999999999 -0.040564999999999997 0.084355000000000013 -0.14723999999999998 -0.088494999999999976 -0.0024449999999999997 0.11510000000000002 0.088780000000000012 -0.24175999999999997 0.0049200000000000008 -0.11033999999999998 0.088380000000000014 -0.072824999999999987 1.0000000180025095e-35 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.097510000000000013 0.085205000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 8 -2 -7 11 12 14 22 17 -16 18 -11 -17 -18 21 -21 25 24 -24 26 28 -27 -13 -29
right_child=1 2 -4 -5 -6 9 -8 -9 -10 10 -12 13 -14 -15 15 16 19 -19 -20 20 -22 -23 23 -25 -26 27 -28 29 -30 -31
leaf_value=-1.7604419648001393e-05 3.2880662511161068e-05 8.4406979943235899e-06 0.00010716530654633517 -7.2672384703764692e-05 -2.0983899710038468e-05 -2.8179409159747596e-05 -1.1588454471223031e-05 5.4214133168291789e-05 -3.1762503942359005e-05 -5.1361446803639407e-05 3.2267243444005509e-05 6.7538995874671864e-07 -6.005094940559028e-05 3.0915809880256843e-05 -3.2774190428123501e-05 5.4757915893874487e-05 2.2280516636133793e-05 1.3379145457292908e-07 8.1034326845278538e-06 -3.9366808312479412e-05 1.406779169337824e-05 -1.9914476389715221e-06 -1.0954384233627936e-05 2.1365101391976086e-05 -5.3642383518308642e-05 -8.3539523290131592e-05 0.00012338725335212075 1.5419259481407851e-07 -5.6137030366585353e-05 2.5807922524801967e-05
leaf_weight=31 20 23 20 20 22 20 32 24 21 20 27 147 23 33 21 21 28 20 26 25 25 32 20 22 20 22 20 2295 20 21
leaf_count=31 20 23 20 20 22 20 32 24 21 20 27 147 23 33 21 21 28 20 26 25 25 32 20 22 20 22 20 2295 20 21
internal_value=0 1.76613e-07 1.40317e-05 -2.92863e-05 -1.11747e-07 4.10603e-08 9.49391e-06 1.98729e-05 -2.29252e-07 -2.74251e-07 -8.10024e-08 -3.86281e-07 -7.49263e-06 2.67395e-07 -1.94749e-06 3.37079e-06 8.20547e-06 -2.56138e-05 2.89491e-05 -6.57702e-07 -8.49027e-06 -1.83841e-05 -1.23559e-07 -1.32565e-05 -3.22984e-05 1.98913e-07 7.72346e-06 -4.02922e-07 -6.12849e-06 3.86804e-07
internal_weight=0 3090 63 43 3027 3005 97 65 41 2908 2888 2861 241 2620 218 178 157 40 47 110 82 57 2587 62 40 2525 187 2338 167 2316
internal_count=3121 3090 63 43 3027 3005 97 65 41 2908 2888 2861 241 2620 218 178 157 40 47 110 82 57 2587 62 40 2525 187 2338 167 2316
is_linear=0
shrinkage=0.1


Tree=4503
num_leaves=31
num_cat=0
split_feature=1211 50 1208 1208 1209 42 1211 1209 1212 1212 1213 12 52 402 16 401 402 1204 1203 13 13 0 0 0 4 15 4 43 0 52
split_gain=8.54574e-07 2.28546e-06 9.58678e-07 1.81902e-06 1.2914e-06 6.27951e-06 9.30497e-07 9.77979e-07 1.11987e-06 7.48236e-06 3.69742e-06 2.84752e-06 3.19842e-06 1.89397e-06 4.98311e-06 1.66203e-06 6.33954e-06 9.93473e-07 1.15675e-06 8.86014e-07 3.87137e-06 3.40444e-06 6.34318e-06 5.52954e-06 5.26428e-06 4.66055e-06 5.19455e-06 6.56899e-06 4.50203e-06 4.21739e-06
threshold=0.11716500000000001 0.090980000000000019 0.11846000000000001 0.10383000000000002 -0.087714999999999987 0.087405000000000024 0.11013500000000002 -0.074484999999999982 -0.089544999999999986 -0.073259999999999978 -0.085714999999999986 0.094070000000000015 0.086275000000000004 -0.45454999999999995 -0.076354999999999992 -0.13200999999999999 -0.41103999999999991 0.058775000000000008 -1.0000000180025095e-35 -0.087324999999999986 -0.087074999999999986 -0.097024999999999986 -0.10151999999999999 -0.093584999999999988 -0.07712999999999999 -0.095244999999999982 -0.016304999999999997 -0.036954999999999995 -0.082009999999999986 0.092650000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -6 10 -10 11 12 -9 14 -11 -15 -17 18 -18 21 -21 22 24 -23 -20 -25 27 -27 -28 -29
right_child=1 -3 -4 -5 6 -7 -8 8 9 13 -12 -13 -14 15 -16 16 17 -19 19 20 -22 23 -24 25 -26 26 28 29 -30 -31
leaf_value=-2.6644244353519756e-05 -3.5764002611606637e-06 3.9263936914721851e-05 2.0121925974862006e-05 -2.4087549735440917e-05 -1.6138864865704244e-05 4.6720864936235434e-05 -1.7616986335797853e-05 3.3797924791748126e-05 -6.1314868999033935e-05 -1.0850159615865384e-05 4.6603418311199428e-05 -3.1318052112640416e-05 -1.240434573038987e-05 2.7117356695395176e-05 5.7400264558964416e-05 -5.2757146081801139e-05 2.0732025101703282e-05 -2.1697294117811475e-05 -4.0611494188380208e-05 -4.3726793685328595e-05 -5.7366061357673485e-07 5.2587483832729926e-05 -4.7876025397310211e-05 -1.5213597533173169e-05 6.30984965587079e-06 -4.7050106823440906e-05 7.3361494893712617e-05 1.4446585147517318e-06 1.4810093453292965e-05 4.5893688996632896e-05
leaf_weight=20 33 20 23 32 38 28 31 31 20 23 22 21 29 22 20 23 27 21 27 21 2072 29 30 71 209 21 24 74 29 30
leaf_count=20 33 20 23 32 38 28 31 31 20 23 22 21 29 22 20 23 27 21 27 21 2072 29 30 71 209 21 24 74 29 30
internal_value=0 1.25898e-05 -2.17493e-07 -3.71124e-07 -1.19241e-07 1.61521e-05 -3.82655e-07 -2.00561e-07 8.5747e-09 -3.69056e-07 1.02486e-05 3.74451e-07 1.14668e-05 7.05099e-08 2.08942e-05 -2.57483e-07 -4.79878e-07 -3.20652e-08 1.38719e-07 -7.21337e-08 -1.00664e-06 3.52329e-06 -4.56403e-06 1.12615e-05 9.4173e-07 6.44846e-06 1.50889e-05 3.96531e-06 4.13239e-05 1.42665e-05
internal_weight=0 53 3068 3045 3013 48 2965 2934 2896 2793 103 81 60 2773 43 2730 2708 2685 2664 2637 2093 544 266 278 236 249 178 125 53 104
internal_count=3121 53 3068 3045 3013 48 2965 2934 2896 2793 103 81 60 2773 43 2730 2708 2685 2664 2637 2093 544 266 278 236 249 178 125 53 104
is_linear=0
shrinkage=0.1


Tree=4504
num_leaves=31
num_cat=0
split_feature=1429 156 1428 1429 50 132 42 13 1211 44 471 474 4 3 42 43 1 50 50 1211 394 13 157 133 4 43 157 46 484 160
split_gain=8.51753e-07 1.60552e-06 1.90603e-06 1.24934e-06 8.42742e-07 1.97144e-05 1.51733e-05 2.08455e-05 9.3393e-06 1.80011e-06 4.54495e-06 2.02174e-06 3.6056e-06 2.0462e-06 2.2758e-06 2.84639e-06 2.48871e-06 2.14967e-06 3.75419e-06 1.75254e-06 1.4858e-06 1.46586e-06 1.33169e-06 7.31898e-06 7.87485e-06 9.15271e-06 3.35153e-06 1.25101e-06 1.78374e-06 3.5684e-06
threshold=0.12521000000000002 0.3248100000000001 0.10256000000000001 0.11635000000000001 0.096900000000000014 -0.083284999999999984 -0.021469999999999996 0.0049450000000000006 0.09030500000000001 0.099360000000000018 0.086110000000000006 0.087035000000000015 -0.020529999999999996 -0.085709999999999995 0.084435000000000024 -0.078844999999999985 0.084525000000000003 0.11657000000000002 0.10917 0.11986000000000001 0.11233000000000001 -0.078279999999999975 -0.086284999999999987 0.08622500000000001 -0.0086549999999999978 -0.080954999999999985 -0.083699999999999983 0.083550000000000013 -0.093244999999999981 0.022560000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 19 -6 7 -7 9 10 11 13 -13 -8 16 -16 -15 18 -17 20 22 -19 23 24 25 -1 -24 28 29 -28
right_child=-2 -3 -4 -5 5 6 8 -9 -10 -11 -12 12 -14 14 15 17 -18 21 -20 -21 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=6.9819324254729922e-05 2.057053508963236e-05 -2.7689135874555051e-05 2.8734842184665308e-05 -2.3379218881651154e-05 9.8606678892836151e-05 -0.00013154930582459201 2.8319231047009515e-05 5.4212598479352893e-06 6.7873951635864734e-05 -2.3880762062617581e-05 3.9021700914335359e-05 1.004325287275216e-05 -4.7268192156479932e-05 -4.2593482762838356e-05 3.4330243642185012e-05 1.0687865901475206e-05 1.8010392328246133e-06 2.8617166201540924e-05 -4.7093665687663655e-05 -2.4669333764298552e-05 -2.3696790726211882e-05 -3.0213225365116615e-06 3.4795285942631641e-05 -5.2305858597748971e-05 -3.6375545525402232e-05 -8.5090450959666806e-06 3.6035329410479772e-05 -2.3212509698999425e-05 -4.1848176803874009e-07 4.7120630597419223e-08
leaf_weight=26 20 21 23 23 21 20 29 25 23 25 33 21 23 23 29 23 28 27 22 30 27 32 28 31 32 35 41 23 2273 84
leaf_count=26 20 21 23 23 21 20 29 25 23 25 33 21 23 23 29 23 28 27 22 30 27 32 28 31 32 35 41 23 2273 84
internal_value=0 -1.32681e-07 5.52043e-08 -1.60573e-07 1.54417e-08 4.26777e-06 -9.0486e-07 -5.54545e-05 6.35767e-06 1.86601e-06 4.08556e-06 -4.00408e-07 -1.9915e-05 3.63078e-06 -2.6034e-07 6.62645e-06 -1.822e-05 -1.09864e-06 -1.75609e-05 -6.37768e-07 -3.6048e-07 1.14573e-05 -1.15599e-07 -1.02259e-05 3.80074e-06 2.48768e-05 3.96316e-07 -1.52422e-09 2.211e-07 1.18513e-05
internal_weight=0 3101 3080 3057 3034 404 383 45 338 315 290 257 44 213 184 133 51 104 45 2630 2600 59 2573 124 93 61 2449 2421 2398 125
internal_count=3121 3101 3080 3057 3034 404 383 45 338 315 290 257 44 213 184 133 51 104 45 2630 2600 59 2573 124 93 61 2449 2421 2398 125
is_linear=0
shrinkage=0.1


Tree=4505
num_leaves=31
num_cat=0
split_feature=132 1185 1203 50 39 33 15 47 47 9 16 47 1456 49 43 484 47 47 13 13 1371 13 1374 151 133 0 16 1 42 133
split_gain=1.01042e-06 4.65817e-06 2.63319e-06 1.0689e-06 8.19715e-07 4.90147e-06 2.25304e-06 1.34199e-06 1.12413e-05 7.73132e-06 1.89095e-05 2.45582e-06 1.56475e-06 1.98639e-06 2.15099e-06 3.42573e-06 2.87303e-06 2.19928e-06 1.32089e-06 7.32146e-06 8.15465e-06 8.0886e-06 6.41047e-06 8.15217e-06 5.89245e-06 4.05884e-06 7.1983e-06 7.30725e-06 7.20536e-06 7.0202e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10022000000000002 -1.0000000180025095e-35 -0.012019999999999998 -0.093959999999999988 0.094160000000000008 0.096850000000000006 0.088235000000000022 -0.088704999999999992 0.091210000000000013 -0.077604999999999993 -0.0087049999999999992 -0.087324999999999986 -0.069939999999999988 0.10843500000000002 0.11419000000000001 -0.086254999999999984 -0.085744999999999988 0.083235000000000017 -0.085384999999999975 0.087110000000000007 -0.09693499999999998 0.10722500000000001 -0.097024999999999986 -0.11676499999999999 0.10684 1.0000000180025095e-35 0.084760000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 -3 9 -9 11 -11 18 -10 -14 -15 -16 -17 -18 22 -20 21 -21 23 -7 25 -25 29 28 -28 -27
right_child=1 4 -4 -5 5 7 -8 8 12 10 -12 -13 13 14 15 16 17 -19 19 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=5.3385389037430293e-08 4.7424511146909072e-05 -9.1290223840937514e-06 -3.5770567301875016e-05 -2.4350050089196885e-05 -4.2482854984916271e-05 -5.4979432828379993e-05 3.1410650408282698e-05 7.2321794656697122e-05 -2.3512505291970837e-05 9.9600991263521863e-06 -0.00011475800708467433 3.5286705615362737e-05 -1.7372263685571783e-05 -1.4114090838216056e-05 4.7191371861761885e-05 3.1994508004352227e-05 -3.1668021897530707e-05 5.188162158313336e-06 -4.4662552911751466e-05 5.2853292436338962e-05 -5.8209388403914403e-05 -3.9512014408761132e-07 5.4821754135521895e-05 -9.9478192840830498e-06 5.5267971286163882e-05 8.6388695176124619e-05 6.5339618604411963e-05 -5.2353517846561522e-05 3.0852234097051916e-06 7.3744052433935202e-06
leaf_weight=175 21 26 27 20 27 24 29 24 24 31 20 20 39 38 24 33 20 85 38 29 24 1750 24 176 22 22 20 22 264 23
leaf_count=175 21 26 27 20 27 24 29 24 24 31 20 20 39 38 24 33 20 85 38 29 24 1750 24 176 22 22 20 22 264 23
internal_value=0 4.97909e-07 -6.50209e-06 -2.44953e-06 1.55498e-07 -8.00678e-08 1.22464e-05 3.29401e-07 6.80702e-06 -4.11562e-07 -3.8949e-05 3.88034e-07 8.28484e-07 3.27277e-06 7.29855e-06 1.23213e-05 6.2569e-06 -1.83206e-06 1.01745e-07 -1.22375e-06 -3.08231e-07 4.72898e-07 4.18923e-06 2.0685e-06 4.5624e-06 2.44566e-06 8.66005e-06 3.16835e-06 7.46934e-06 4.60036e-05
internal_weight=0 2899 222 195 2878 2823 55 2796 287 2509 51 2458 263 239 200 162 138 105 2438 1841 1803 1779 597 573 549 527 351 306 284 45
internal_count=3121 2899 222 195 2878 2823 55 2796 287 2509 51 2458 263 239 200 162 138 105 2438 1841 1803 1779 597 573 549 527 351 306 284 45
is_linear=0
shrinkage=0.1


Tree=4506
num_leaves=31
num_cat=0
split_feature=9 10 43 2 3 33 34 47 2 47 47 124 484 484 124 148 447 147 147 14 14 1456 13 1456 1446 403 2 1208 402 402
split_gain=8.67848e-07 3.4069e-06 6.50381e-06 2.73537e-06 1.67097e-06 1.13389e-06 1.62721e-06 1.03461e-06 9.47257e-06 8.09557e-06 2.1983e-06 1.51674e-06 1.43432e-06 1.45505e-06 1.42556e-06 1.26909e-06 2.23471e-06 1.49579e-06 1.49948e-06 1.27981e-06 4.69218e-06 3.04377e-06 1.98667e-06 1.77375e-06 8.45253e-06 1.79508e-06 1.45613e-05 2.19192e-06 7.14643e-06 2.20062e-06
threshold=0.092890000000000014 0.053330000000000009 -0.076834999999999987 -0.090999999999999984 -0.014944999999999998 0.085305000000000006 -0.084769999999999984 0.092165000000000011 -0.0050599999999999994 0.09550500000000002 0.089640000000000011 0.098110000000000017 -0.078424999999999981 -0.051889999999999999 1.0000000180025095e-35 -0.10069499999999999 0.094580000000000011 0.092070000000000013 0.088145000000000015 -0.23960999999999996 -0.42214499999999994 0.11585000000000002 -0.078704999999999983 0.091180000000000011 0.083715000000000026 -0.54856499999999986 0.083715000000000026 0.099975000000000008 -0.088189999999999991 0.23460000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 -5 8 -8 -9 11 14 -11 -14 15 -10 17 18 19 20 22 23 -17 25 -25 26 -21 29 -29 -27
right_child=4 2 -4 5 -6 -7 7 9 10 12 -12 -13 13 -15 -16 16 -18 -19 -20 21 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=3.0744116018718947e-05 -3.1357161723073138e-06 1.0852984195523841e-05 -6.7849678036206262e-05 2.7796481091562397e-05 3.3692338621966142e-05 -2.1764922666041762e-05 5.837590298532243e-05 -6.2644093597317917e-05 2.026435876975865e-05 -1.7186780217904946e-05 -2.848601004559357e-05 2.1832588606685023e-05 2.5256551331646434e-05 -5.9793054143118113e-07 -2.4331597463363629e-05 -2.2480563879630961e-05 -3.0461399501291456e-05 2.015608389794235e-05 -2.0955938656269985e-05 4.8942542084010458e-05 5.3200090700383529e-05 -2.9497313550694214e-05 1.5002319977494125e-05 -1.5403491367275517e-05 6.7316074620023191e-05 1.3323789678027874e-07 -5.531403553627693e-05 -9.3208728480197856e-06 6.7350581133496235e-05 -2.8599570180597732e-05
leaf_weight=29 28 21 21 21 22 24 28 23 31 47 27 32 24 234 24 26 24 37 34 21 21 35 31 30 21 2090 37 31 20 27
leaf_count=29 28 21 21 21 22 24 28 23 31 47 27 32 24 234 24 26 24 37 34 21 21 35 31 30 21 2090 37 31 20 27
internal_value=0 -2.12774e-07 -2.84983e-05 1.79433e-07 1.30686e-05 -1.16026e-07 5.8562e-08 -1.3856e-07 5.22614e-07 -5.434e-06 -1.00662e-07 1.97318e-07 -1.11979e-06 1.80714e-06 -7.5252e-08 1.56128e-07 -9.47191e-08 2.01421e-07 -1.03168e-07 1.93483e-07 1.2792e-05 -2.31555e-07 -2.09514e-06 2.18292e-07 1.86575e-05 -2.0417e-07 -1.7566e-05 2.60306e-07 2.07464e-05 -2.33217e-07
internal_weight=0 3071 42 3029 50 3000 2976 2955 2627 328 2599 2572 305 258 2540 2516 2485 2461 2424 2390 78 2312 57 2277 51 2226 58 2168 51 2117
internal_count=3121 3071 42 3029 50 3000 2976 2955 2627 328 2599 2572 305 258 2540 2516 2485 2461 2424 2390 78 2312 57 2277 51 2226 58 2168 51 2117
is_linear=0
shrinkage=0.1


Tree=4507
num_leaves=31
num_cat=0
split_feature=142 11 148 147 147 147 9 33 9 3 45 1429 156 1429 454 454 483 479 479 1447 1447 403 2 1446 1447 1447 1447 43 130 42
split_gain=8.96001e-07 2.80731e-06 9.74158e-07 1.95694e-06 2.56242e-06 1.93007e-06 1.26809e-06 2.96276e-06 2.05857e-06 1.69279e-06 1.01681e-06 1.91123e-06 3.12743e-06 1.72872e-06 1.02411e-06 1.00776e-06 9.1554e-07 1.68636e-06 1.32667e-06 1.0088e-06 4.93787e-06 4.05101e-06 3.21318e-06 3.19911e-06 3.05215e-06 2.32099e-06 1.19542e-06 1.22419e-06 2.29424e-06 2.83718e-06
threshold=-0.057499999999999989 -0.014494999999999999 0.099425000000000013 0.097985000000000017 0.092070000000000013 0.090335000000000013 0.092410000000000006 -0.012019999999999998 0.085555000000000006 -0.014944999999999998 0.084355000000000013 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 -0.084049999999999986 -0.075909999999999991 -0.47181499999999993 0.10769500000000001 0.098035000000000011 -0.086849999999999997 -0.086279999999999982 -0.56738999999999995 0.086285000000000014 0.085465000000000027 -0.085644999999999985 -0.084334999999999979 -0.083214999999999983 -0.50775499999999985 -0.22699999999999995 0.15021500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 10 -8 11 -9 13 -13 -15 -16 -17 18 19 22 -21 -22 -18 -24 -23 -26 -27 -28 -29 -30
right_child=1 2 -4 -5 -6 -7 9 8 -10 -11 -12 12 -14 14 15 16 17 -19 -20 20 21 24 23 -25 25 26 27 28 29 -31
leaf_value=1.9247410546086033e-05 -3.5743917934186446e-05 -3.5867656333721246e-05 1.9764984259381893e-05 -2.590892108855769e-05 3.0861135450390129e-05 -3.029389325612491e-05 -1.7595471697198016e-06 -3.1088723212633339e-05 3.1360952094213905e-05 3.8438080900959909e-05 1.5770859520216617e-05 -2.9642399313161149e-05 3.9337160851573576e-05 -2.2684415725962026e-05 1.7954675105659504e-05 1.887189711123938e-05 -1.9680534613880375e-05 -2.0997050141420169e-05 2.5607159877836238e-05 -4.6677727441815281e-05 4.2590954167694275e-05 -3.8471262918652173e-05 5.4541356241150597e-05 -7.1887571380102604e-07 2.9534153117520665e-05 -2.1829375355782061e-05 1.4906712744260194e-05 -3.274655490796167e-05 -6.5171028955634966e-07 3.3904226271867331e-05
leaf_weight=24 22 23 25 29 27 21 22 20 21 20 40 20 20 20 31 25 21 39 20 23 22 21 22 20 26 26 52 22 2373 24
leaf_count=24 22 23 25 29 27 21 22 20 21 20 40 20 20 20 31 25 21 39 20 23 22 21 22 20 26 26 52 22 2373 24
internal_value=0 -1.49154e-07 1.05508e-07 -5.56351e-08 1.92543e-07 -8.40277e-08 1.29362e-07 -1.17864e-07 1.64889e-07 1.73822e-05 -6.20307e-08 -2.84481e-07 -6.65521e-08 -3.47305e-07 -1.37079e-07 2.58946e-08 -1.77246e-07 -3.52911e-07 -5.15932e-08 -2.45098e-07 -5.4934e-07 -1.35874e-07 1.22578e-05 2.8227e-05 -5.05367e-07 -1.89361e-07 -4.98857e-07 -2.74416e-07 -6.00757e-07 -3.05718e-07
internal_weight=0 3097 3075 3050 3021 2994 2973 2931 2908 42 2887 2847 2827 2807 2787 2767 2736 2711 2672 2652 2589 2566 63 42 2544 2523 2497 2471 2419 2397
internal_count=3121 3097 3075 3050 3021 2994 2973 2931 2908 42 2887 2847 2827 2807 2787 2767 2736 2711 2672 2652 2589 2566 63 42 2544 2523 2497 2471 2419 2397
is_linear=0
shrinkage=0.1


Tree=4508
num_leaves=31
num_cat=0
split_feature=130 40 4 147 142 11 147 447 10 34 1 9 16 4 13 123 150 44 158 47 9 39 3 1 47 50 1211 159 48 51
split_gain=1.03056e-06 1.41334e-06 1.32789e-06 1.08318e-06 2.57182e-06 2.25497e-06 1.71291e-06 2.20937e-06 1.27018e-06 6.54906e-06 2.28317e-06 1.68799e-06 1.30081e-05 1.9973e-06 1.25557e-06 1.14106e-06 1.07086e-06 1.47642e-06 3.05339e-06 1.21974e-06 6.5116e-06 1.14338e-05 5.36389e-06 5.13283e-06 1.77887e-06 1.34216e-06 7.30563e-06 2.27913e-06 2.05464e-06 7.17531e-06
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 0.11204500000000002 -0.057499999999999989 -0.014494999999999999 0.095485000000000014 0.09227500000000001 0.0036750000000000007 -0.057544999999999992 0.11829500000000003 0.082870000000000013 -0.056919999999999991 0.51388000000000011 -0.076599999999999988 0.11679000000000002 -0.15178999999999995 0.099360000000000018 -0.47356499999999996 0.092165000000000011 -0.013509999999999999 0.088090000000000016 -0.0037349999999999996 0.11323000000000001 0.089640000000000011 0.096900000000000014 0.11048500000000001 -0.45371999999999996 0.12879500000000002 0.11917000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 11 -10 -11 13 -13 15 -15 16 -7 18 -18 20 21 -20 -21 -24 25 27 -27 -22 29 -29
right_child=1 2 -4 -5 5 6 -8 -9 9 10 -12 12 -14 14 -16 -17 17 -19 19 22 24 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=2.1089488989119948e-05 -2.665388623427134e-05 3.5707230526895731e-05 2.1313017547613371e-05 -2.3382590570690808e-05 -3.2169526970061598e-05 2.2022443433591187e-05 2.2280896754476571e-05 -3.261366038627568e-05 6.125965366237552e-05 -3.0517808830733306e-05 1.5580218851460988e-05 -7.7795793731638707e-05 3.6257396677683575e-05 -3.8113767041894877e-05 -4.3287212148160593e-06 2.0337475124116674e-05 3.4207636071397037e-05 -2.3397148524290299e-05 9.4355486944550654e-05 -1.0122308107931322e-07 -3.1486061895217673e-05 -9.0278632579492804e-06 -7.5601124626700775e-05 -9.2718974834886986e-06 -2.5730084513181991e-05 1.9737183769060008e-06 6.1752744923896074e-05 -7.713589335840372e-07 -3.2377214110965725e-05 5.9430030262319633e-05
leaf_weight=23 20 20 29 20 22 22 34 21 20 22 21 20 20 22 22 28 26 27 20 226 24 23 20 28 27 289 22 1963 20 20
leaf_count=23 20 20 29 20 22 22 34 21 20 22 21 20 20 22 22 28 26 27 20 226 24 23 20 28 27 289 22 1963 20 20
internal_value=0 -1.56568e-07 1.56039e-08 -1.86962e-07 -3.38055e-08 -2.71366e-07 -3.64285e-08 -2.93384e-07 -6.18948e-08 1.39839e-05 -8.00482e-06 -3.70325e-07 -2.07692e-05 -8.18994e-08 -2.12212e-05 2.52079e-07 4.80929e-08 -1.28666e-07 1.03331e-07 -2.27285e-07 4.92083e-07 3.90574e-05 -6.54931e-06 -3.69091e-05 -2.09105e-07 8.56194e-08 6.20246e-06 -8.5288e-07 -4.85832e-07 -1.64184e-07
internal_weight=0 3098 3078 3049 3029 3009 2987 2953 2932 63 43 2869 40 2829 44 2785 2757 2735 2708 2682 2408 43 274 48 2365 2338 311 2027 2003 1983
internal_count=3121 3098 3078 3049 3029 3009 2987 2953 2932 63 43 2869 40 2829 44 2785 2757 2735 2708 2682 2408 43 274 48 2365 2338 311 2027 2003 1983
is_linear=0
shrinkage=0.1


Tree=4509
num_leaves=31
num_cat=0
split_feature=40 130 40 39 39 33 12 9 9 124 16 40 457 31 374 9 44 472 39 129 1182 149 49 49 160 13 49 1 1373 1374
split_gain=8.54137e-07 2.29017e-06 1.81711e-06 9.25347e-07 8.52532e-07 4.59431e-06 3.35057e-06 1.53393e-06 2.63735e-06 1.01238e-06 1.93218e-06 1.92648e-06 1.82274e-06 1.38583e-06 1.45391e-06 1.32458e-06 1.28003e-06 2.60504e-06 1.19884e-06 1.47577e-06 1.19973e-06 1.08469e-06 1.55888e-06 4.96273e-06 2.82876e-06 2.51025e-06 2.15227e-06 5.101e-06 1.82982e-06 2.9364e-06
threshold=-0.24620999999999996 -0.22699999999999995 -0.099059999999999995 0.10031500000000002 -1.0000000180025095e-35 -0.009184999999999997 -0.029094999999999999 0.09055500000000001 0.10530000000000002 -0.086844999999999992 -0.090764999999999985 -0.083564999999999987 0.048635000000000005 -1.0000000180025095e-35 0.085145000000000012 -0.08477999999999998 0.099360000000000018 0.087430000000000022 0.11536 0.11266500000000002 0.086460000000000009 0.075040000000000009 -0.10069499999999999 -0.088694999999999982 0.085330000000000003 -0.078944999999999987 -0.079429999999999987 0.089625000000000024 -1.0000000180025095e-35 -0.064634999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -4 9 -9 10 -7 -11 -12 15 16 -13 17 18 19 20 21 22 24 -24 25 -15 27 -25 -28 -30
right_child=1 2 4 -5 5 7 -8 8 -10 11 12 13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 26 -26 -27 28 -29 29 -31
leaf_value=2.0599320596375037e-05 -3.2282528685424371e-05 6.0619904979830608e-06 -1.1865042364661349e-05 3.6481514598563081e-05 -4.0000978609394478e-05 2.8095701652040991e-05 4.1643933598772327e-05 4.3272753695915034e-05 -2.9949775580462305e-06 -2.6738657834357585e-05 -1.6660326900130192e-05 -1.0857873911888982e-06 2.0011723862135904e-05 5.193826038597157e-05 2.3430063387982398e-05 -3.7044652872282318e-05 -2.1995182773766661e-05 3.4970300735689571e-05 -1.9939293504707639e-05 2.2676896095877704e-05 -2.2204959055670769e-05 -1.2948394301369823e-05 -4.5528916522622853e-05 5.096699695478982e-05 -1.2545630427969932e-05 3.968872097175336e-06 -2.8955956250601133e-05 -1.5297408468281252e-05 3.1104486515687314e-05 -3.8137944509731444e-07
leaf_weight=20 22 20 25 20 29 36 22 22 28 28 33 21 23 24 26 20 27 21 31 28 25 65 24 26 24 20 22 21 30 2338
leaf_count=20 22 20 25 20 29 36 22 22 28 28 33 21 23 24 26 20 27 21 31 28 25 65 24 26 24 20 22 21 30 2338
internal_value=0 -1.32844e-07 9.68708e-08 2.12718e-05 -1.81838e-07 -3.9176e-07 1.31817e-05 -4.08942e-09 1.73628e-05 -3.02183e-07 1.00209e-05 -6.38845e-07 -1.59859e-06 -3.77193e-07 -1.05307e-07 -1.86267e-05 -3.29782e-07 -1.13048e-07 -3.8816e-07 -1.5919e-07 -4.03333e-07 -1.93217e-07 1.34615e-07 -2.78082e-07 1.50706e-05 3.0134e-05 1.67556e-07 2.13595e-05 -2.49189e-07 1.75124e-08
internal_weight=0 3101 3079 40 3039 2992 47 2963 50 2913 92 2821 56 2793 2752 41 2726 2699 2678 2647 2619 2594 2529 2461 68 44 2437 47 2390 2368
internal_count=3121 3101 3079 40 3039 2992 47 2963 50 2913 92 2821 56 2793 2752 41 2726 2699 2678 2647 2619 2594 2529 2461 68 44 2437 47 2390 2368
is_linear=0
shrinkage=0.1


Tree=4510
num_leaves=31
num_cat=0
split_feature=130 40 120 12 142 15 11 132 1203 394 1 0 130 9 10 43 2 2 147 147 160 158 153 0 45 0 16 1375 0 456
split_gain=1.05016e-06 1.34661e-06 1.16674e-06 1.07036e-06 3.11976e-06 2.42797e-06 1.75271e-06 1.11393e-06 2.38815e-05 1.44228e-05 2.04668e-06 1.48542e-06 2.72435e-06 1.30225e-06 2.84059e-06 6.82951e-06 2.66534e-06 1.6197e-06 1.31899e-06 2.0729e-06 1.8795e-06 1.30665e-06 1.12365e-06 1.16636e-06 1.36657e-06 1.36493e-06 4.03263e-06 1.39129e-06 3.54627e-06 1.85711e-06
threshold=-0.23123999999999997 -0.24290999999999999 0.090440000000000006 0.12757000000000002 -0.057499999999999989 -0.059484999999999989 -0.014494999999999999 -0.083284999999999984 0.089480000000000018 0.10969000000000002 0.088975000000000012 -0.073309999999999986 0.10923000000000001 0.092410000000000006 0.053330000000000009 -0.076834999999999987 -0.090999999999999984 -0.023999999999999997 0.099730000000000027 0.093875000000000014 0.51752500000000012 0.13769500000000004 0.086100000000000024 -0.26343999999999995 0.084355000000000013 -0.23051499999999997 -0.071854999999999988 0.086520000000000014 -0.089269999999999988 -0.11319999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -6 8 10 13 11 12 -8 14 16 -16 -9 -18 19 20 21 22 23 -19 25 26 -25 29 -29 -27
right_child=1 2 -4 5 6 -7 7 9 -10 -11 -12 -13 -14 -15 15 -17 17 18 -20 -21 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=2.1289112342144463e-05 -2.6022255042335019e-05 3.6776503855870277e-05 2.0329989390737474e-05 -3.9838772483397575e-05 -2.8316330341030237e-05 1.9052663973477474e-06 3.1858142705768501e-06 3.1552012552748675e-05 0.00011086647861702659 -8.1150886357632277e-05 -2.8688528512028484e-05 2.5705673597258282e-05 -3.4781488901226901e-05 1.9308328238756595e-05 1.4764795978408073e-05 -6.7876076045649824e-05 -2.4863639107654588e-05 2.2320078005577671e-05 2.3078851314494388e-05 -2.8656835085712377e-05 2.5591809256591913e-05 -2.5470811742707159e-05 -2.3416199319399314e-05 5.9930800820108173e-06 2.2133219117595866e-05 -2.972715370734001e-05 -5.0063222373691616e-05 4.2284538402007592e-05 -5.9508368082918295e-06 1.4673123703662693e-07
leaf_weight=23 20 23 28 22 22 38 106 27 20 22 29 20 23 35 20 20 26 24 25 25 29 20 20 33 28 21 21 27 35 2289
leaf_count=23 20 23 28 22 22 38 106 27 20 22 29 20 23 35 20 20 26 24 25 25 29 20 20 33 28 21 21 27 35 2289
internal_value=0 -1.58049e-07 1.00099e-08 -1.76534e-07 8.88373e-08 -1.34009e-05 -1.95563e-07 1.45071e-08 7.25857e-06 -5.07635e-07 -4.38276e-06 3.4789e-07 -3.58355e-06 1.43429e-07 -1.05928e-07 -2.65556e-05 2.93313e-07 -2.84503e-08 2.20188e-07 -1.99916e-09 2.79262e-07 -1.22651e-08 1.91566e-07 3.82105e-07 1.67553e-07 -8.59667e-08 -1.58066e-05 2.71923e-07 1.50549e-05 -1.2485e-07
internal_weight=0 3098 3078 3050 2990 60 2967 2945 198 2747 178 149 129 2725 2690 40 2650 2623 2597 2572 2547 2518 2498 2478 2454 2426 54 2372 62 2310
internal_count=3121 3098 3078 3050 2990 60 2967 2945 198 2747 178 149 129 2725 2690 40 2650 2623 2597 2572 2547 2518 2498 2478 2454 2426 54 2372 62 2310
is_linear=0
shrinkage=0.1


Tree=4511
num_leaves=31
num_cat=0
split_feature=132 1185 1203 52 13 130 3 130 4 11 33 9 10 147 147 147 1 374 123 4 44 0 148 16 16 13 16 12 2 3
split_gain=9.43774e-07 4.19398e-06 3.57812e-06 9.48654e-07 1.13805e-06 1.58993e-06 1.27828e-06 8.37331e-07 1.25687e-06 1.87527e-06 2.58983e-06 1.37999e-06 2.74624e-06 9.92682e-07 2.41231e-06 1.8381e-06 1.20534e-06 2.81327e-06 2.40742e-06 3.35131e-06 1.16135e-06 3.69283e-06 1.75778e-06 1.57686e-06 6.65825e-06 4.33e-06 3.43257e-06 2.16076e-05 5.45214e-06 3.37348e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10347000000000002 0.056795000000000005 0.09364500000000002 -0.083784999999999984 -0.23123999999999997 0.62931500000000018 -0.011194999999999998 -0.012019999999999998 0.09055500000000001 0.094860000000000014 0.11204500000000002 0.099730000000000027 0.093875000000000014 0.13820500000000002 0.088235000000000008 0.091810000000000017 0.27287000000000006 0.099360000000000018 -0.24955499999999997 -0.084924999999999987 -0.056919999999999991 -0.06421499999999998 -0.42195999999999995 -0.039889999999999988 0.090840000000000018 0.094400000000000026 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -3 9 -9 -11 13 -13 14 15 16 17 20 19 -18 21 -12 -23 24 25 -24 27 -25 -29 -27
right_child=1 7 -4 -5 -6 -7 -8 8 -10 10 11 12 -14 -15 -16 -17 18 -19 -20 -21 -22 22 23 26 -26 29 -28 28 -30 -31
leaf_value=-2.8758666769881996e-06 4.5008348561601626e-05 1.9160200807401333e-05 -4.0402207987763518e-05 -1.8593872911359152e-05 2.195176512822914e-05 -2.0546392204648458e-05 2.1128955203523454e-05 2.6972443947670399e-05 -1.8563635482375199e-05 -3.3426208471570608e-05 3.8650680784485308e-05 4.4047394699408052e-05 -5.4703029945812887e-06 -2.167572044224168e-05 3.4751374596453391e-05 -2.6567130267861871e-05 -2.4217339856136279e-06 3.3918331704626327e-05 1.2304798488977605e-05 -5.1855139736289858e-05 -2.2667798235819317e-05 2.1089538220108714e-05 -4.5240559597914401e-05 -0.0001008571078273235 4.2886950102864577e-05 8.5931498873759272e-07 -1.5682835434531417e-06 5.0788245002679666e-05 -2.060200720734429e-05 3.6622110982770448e-05
leaf_weight=78 21 23 27 28 23 35 31 26 36 23 25 21 24 21 20 26 32 25 28 24 22 39 20 24 39 1142 1168 23 20 27
leaf_count=78 21 23 27 28 23 35 31 26 36 23 25 21 24 21 20 26 32 25 28 24 22 39 20 24 39 1142 1168 23 20 27
internal_value=0 4.81224e-07 -6.28397e-06 -1.55991e-06 1.29609e-06 -2.00308e-06 3.95119e-06 1.56322e-07 3.22572e-09 2.40334e-07 -8.5153e-09 2.6896e-07 1.7638e-05 -1.78673e-08 1.50333e-07 -1.07498e-07 1.51324e-07 5.36016e-07 -1.16367e-05 -2.36075e-05 2.0861e-07 4.07771e-07 2.56476e-08 -3.07885e-07 2.22957e-06 8.95983e-07 -2.83096e-06 -2.4843e-05 1.75835e-05 1.68532e-06
internal_weight=0 2899 222 195 167 144 109 2878 2855 2819 2793 2770 45 2725 2704 2684 2658 2574 84 56 2549 2527 2502 2463 1228 1189 1235 67 43 1169
internal_count=3121 2899 222 195 167 144 109 2878 2855 2819 2793 2770 45 2725 2704 2684 2658 2574 84 56 2549 2527 2502 2463 1228 1189 1235 67 43 1169
is_linear=0
shrinkage=0.1


Tree=4512
num_leaves=31
num_cat=0
split_feature=33 9 3 34 34 9 132 132 132 403 45 9 30 402 43 1210 133 1208 1209 42 403 2 403 4 131 482 483 15 131 48
split_gain=8.68673e-07 1.02308e-06 4.69272e-06 1.47195e-06 1.68886e-06 1.3079e-06 8.12862e-07 1.2639e-06 1.28358e-06 1.2782e-06 1.27426e-06 1.31821e-06 2.33964e-06 1.21368e-06 5.73014e-06 1.87448e-06 1.97019e-06 3.37784e-06 2.54832e-06 1.03412e-05 2.90906e-06 1.1787e-05 1.74685e-06 1.74368e-06 1.69219e-06 2.38743e-06 1.57184e-06 2.82623e-06 1.9418e-06 1.60454e-06
threshold=-0.044254999999999996 0.091600000000000015 -0.13309499999999996 -0.097449999999999981 -0.084564999999999987 0.081890000000000004 0.31127000000000005 0.13699000000000003 0.10948500000000001 -1.0000000180025095e-35 0.094030000000000016 -0.036024999999999995 0.090155000000000027 -0.45015499999999992 0.055925000000000009 0.24726500000000004 0.41553500000000004 0.10737500000000001 -0.084519999999999984 0.087505000000000013 -0.5335399999999999 0.083935000000000023 -0.23730999999999999 -0.050494999999999991 0.11863000000000001 0.12191 0.11832500000000001 -0.074054999999999996 0.10488000000000001 0.12879500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 8 10 -10 11 12 -6 14 -13 16 17 18 19 -15 21 -20 -22 -18 25 26 28 -28 29 -24
right_child=1 2 -4 4 5 -7 -8 -9 9 -11 -12 13 -14 15 -16 -17 23 -19 20 -21 22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.9800706832029393e-05 2.7143259439981194e-05 2.2117047228675803e-05 -3.7507563733511652e-05 -2.4973306544443068e-05 -4.2601766211873836e-05 2.5017678265049615e-05 1.9124399126336689e-05 -2.2119790460587515e-05 2.5390180891574004e-07 2.6912061374397517e-05 -1.9269932678460984e-05 -4.67703237778291e-05 2.5241604749613476e-06 2.5803537223341493e-05 1.5638917747926298e-05 2.7774506801506505e-05 -4.264125336931102e-05 4.0544526381614522e-05 -2.8729703711602186e-05 -5.7645800486418675e-05 -2.3301666061020262e-05 7.0724847011241279e-05 9.0451655011510826e-07 -8.8390913333569187e-07 -2.6415100309468872e-05 3.4409182990202684e-05 4.9532345580397916e-06 -4.5945829479023819e-05 2.1467676965079998e-05 -1.6227256255823313e-05
leaf_weight=22 20 22 33 27 20 21 22 26 37 35 35 28 27 27 31 25 20 21 22 33 31 26 2301 20 23 21 24 20 45 56
leaf_count=22 20 22 33 27 20 21 22 26 37 35 35 28 27 27 31 25 20 21 22 33 31 26 2301 20 23 21 24 20 45 56
internal_value=0 -1.40573e-07 -1.36577e-05 1.0366e-07 -7.51735e-08 1.49134e-07 -2.63497e-08 -1.68975e-07 2.5943e-08 1.32127e-05 -3.06497e-07 -7.12187e-08 -1.66784e-05 2.10157e-07 -1.3979e-05 5.18504e-07 2.65195e-07 5.9769e-07 2.78601e-07 -2.00936e-05 7.54402e-07 2.51415e-05 2.9007e-07 -2.17626e-05 5.83782e-07 8.35495e-07 5.4725e-07 -1.81827e-05 8.90346e-07 4.97482e-07
internal_weight=0 3099 55 3044 3024 2997 2976 2954 2928 72 2856 2821 47 2774 59 2715 2690 2650 2629 60 2569 48 2521 40 2490 2467 2446 44 2402 2357
internal_count=3121 3099 55 3044 3024 2997 2976 2954 2928 72 2856 2821 47 2774 59 2715 2690 2650 2629 60 2569 48 2521 40 2490 2467 2446 44 2402 2357
is_linear=0
shrinkage=0.1


Tree=4513
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1210 1213 1210 1212 1210 43 1212 42 52 1210 1210 1210 1212 401 12 133 12 1211 1203 132 394 42 129 129 12 13 0
split_gain=8.8106e-07 1.42024e-06 2.19043e-06 1.04663e-06 5.45807e-06 1.56634e-06 1.11777e-06 4.00708e-06 3.72261e-06 5.6172e-06 4.56044e-06 9.33491e-06 1.39902e-06 2.86738e-06 1.39945e-06 2.45427e-06 1.53042e-06 6.27025e-06 2.49828e-06 3.5815e-06 2.17664e-06 1.81265e-06 6.638e-06 1.54456e-06 2.13748e-06 1.21702e-06 2.24113e-06 3.83632e-06 1.21711e-06 3.71079e-06
threshold=0.12461500000000002 0.10837500000000001 0.098655000000000007 -0.13847499999999999 -0.083944999999999978 -0.090569999999999998 -0.088629999999999987 -0.083289999999999989 -0.0047449999999999992 -0.21859999999999999 0.090690000000000007 0.086275000000000004 -0.079004999999999978 -0.065674999999999983 -0.061049999999999993 -0.064959999999999976 -1.0000000180025095e-35 0.097575000000000009 0.50628500000000021 0.094835000000000017 0.11048500000000001 0.088820000000000024 -0.08101499999999999 0.0047000000000000011 -0.011544999999999998 0.11424000000000001 0.10311000000000002 0.088845000000000021 -0.087714999999999987 -0.097024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 8 -8 9 -7 11 -10 -9 -14 -15 -16 17 -17 20 -20 21 23 -23 25 -25 26 28 -28 29 -18
right_child=-2 -3 -4 5 -6 6 7 12 10 -11 -12 -13 13 14 15 16 18 -19 19 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=5.3072224089928142e-05 -2.0921441846439849e-05 2.4892051916812427e-05 -3.0142644426215766e-05 -2.6632494965187192e-05 -1.4902664858069599e-05 -1.7551124434750568e-06 4.306977614925762e-05 -1.8831916493486222e-05 6.7274561250011777e-05 -6.9665530831809435e-05 -3.1400154709141742e-05 -1.7037232351742267e-05 3.4902014082642081e-05 -2.6169012526224835e-05 2.6690886669322413e-05 -4.0799961272962204e-05 -4.4301889499425342e-06 2.761417238703178e-05 -4.9569658585824077e-06 5.0265012638798605e-05 2.5116535642369213e-05 -6.0711564247553515e-05 1.8798854478605099e-05 3.7168573240146195e-05 -5.1833817947640043e-06 -2.3769028071414641e-05 5.0895265936244122e-05 -3.7932816385050657e-06 -1.7265161373965686e-06 1.2905056151193078e-05
leaf_weight=21 20 23 24 22 27 29 22 38 24 21 24 29 24 20 35 37 259 21 23 24 34 21 21 26 22 22 23 29 1920 236
leaf_count=21 20 23 24 22 27 29 22 38 24 21 24 29 24 20 35 37 259 21 23 24 34 21 21 26 22 22 23 29 1920 236
internal_value=0 1.3494e-07 -5.00543e-08 1.8643e-07 1.48363e-05 -4.75011e-08 1.48501e-07 5.56561e-07 -9.03125e-06 -3.02775e-05 4.76501e-06 2.11417e-05 2.26653e-07 4.85582e-07 1.87712e-07 3.79188e-07 4.03692e-08 -1.60293e-05 3.90761e-07 2.32415e-05 -2.02547e-08 -3.51643e-07 -2.09564e-05 -1.05325e-08 1.77573e-05 -3.53182e-07 -1.44366e-07 2.03959e-05 -5.8664e-07 3.8347e-06
internal_weight=0 3101 3078 3054 48 3006 2984 2857 127 50 77 53 2835 2797 2773 2753 2718 58 2660 47 2613 2579 42 2537 48 2489 2467 52 2415 495
internal_count=3121 3101 3078 3054 48 3006 2984 2857 127 50 77 53 2835 2797 2773 2753 2718 58 2660 47 2613 2579 42 2537 48 2489 2467 52 2415 495
is_linear=0
shrinkage=0.1


Tree=4514
num_leaves=31
num_cat=0
split_feature=132 1186 1185 15 50 1208 1208 1209 1209 401 1212 401 12 390 391 1212 1210 12 15 401 52 1 120 40 2 402 403 1429 474 2
split_gain=7.9136e-07 2.39054e-05 1.47811e-05 2.49658e-06 1.36831e-06 8.47993e-07 1.63134e-06 2.37422e-06 1.59615e-06 1.26011e-06 6.61135e-06 1.48104e-06 5.73186e-06 3.84391e-06 1.56331e-06 9.06863e-07 8.68779e-06 6.37935e-06 2.40289e-06 1.08685e-06 3.34867e-06 1.60788e-06 3.51172e-06 2.08806e-06 1.49994e-06 1.00729e-05 7.40139e-06 5.30668e-06 4.59956e-06 3.22221e-06
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 0.09227500000000001 0.11531000000000001 0.10233500000000001 -0.097919999999999993 -0.087714999999999987 0.11602000000000001 -0.089544999999999986 0.10632500000000002 0.088795000000000013 0.090020000000000017 -0.079769999999999994 -0.08867499999999999 -0.099939999999999987 0.086505000000000012 0.089295000000000013 0.086285000000000014 0.084240000000000023 0.16540500000000002 1.0000000180025095e-35 -0.24134999999999998 0.083715000000000026 0.088505000000000014 -0.5341999999999999 -0.23587499999999997 0.10250500000000001 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 -4 -9 11 -11 13 -13 14 -10 17 -17 -16 -19 21 -21 22 23 -18 25 28 -26 -28 29 -25
right_child=2 -3 5 -5 -6 -7 -8 8 9 10 -12 12 -14 -15 15 16 19 18 -20 20 -22 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=2.6392140103485577e-06 -8.209365514630918e-05 0.00010466263606345325 -3.4233543556183579e-05 -3.4772373379382769e-05 -2.3101487264890845e-05 -1.745246949280112e-05 2.2804882723903576e-05 2.4540137868219366e-05 2.5366863876115534e-05 1.5645983753261937e-05 -4.9971932406021688e-05 5.5781229474676023e-05 -1.9021087874193656e-05 -4.2474129237407831e-05 5.8594033034751192e-05 -5.9928520992495273e-05 3.2603222498437392e-05 -3.5101118410238993e-05 1.3331057076963285e-05 -5.8581592952577923e-06 3.8772368403944464e-05 2.8413961106252825e-05 -2.9822990752738687e-05 2.1385234288317679e-06 -5.2357616771457421e-05 7.4150485074824261e-05 4.9433846868937728e-05 -1.1443264901502054e-06 -4.1835040018589139e-05 3.7493041734840656e-05
leaf_weight=148 22 22 20 25 24 27 32 27 25 34 28 21 20 21 20 24 20 20 21 40 29 20 39 570 28 20 21 1703 23 27
leaf_count=148 22 22 20 25 24 27 32 27 25 34 28 21 20 21 20 24 20 20 21 40 29 20 39 570 28 20 21 1703 23 27
internal_value=0 5.79651e-06 -4.37433e-07 -5.24437e-06 -9.52512e-07 1.8633e-07 3.53258e-07 9.85786e-08 3.4372e-07 1.08211e-07 -1.39879e-05 4.30468e-07 1.92923e-05 1.40937e-07 4.78642e-07 2.41611e-07 -4.50785e-08 1.2292e-05 -1.02944e-05 5.20749e-07 1.28996e-05 1.75083e-07 -5.53441e-08 4.25974e-07 1.56933e-07 4.30012e-06 -1.35656e-06 -5.28235e-07 2.04688e-06 3.73747e-06
internal_weight=0 219 2902 197 172 2880 2853 2821 2801 2774 62 2712 41 2671 2650 2625 2564 61 41 2540 69 2471 2451 2412 2392 640 1752 1724 620 597
internal_count=3121 219 2902 197 172 2880 2853 2821 2801 2774 62 2712 41 2671 2650 2625 2564 61 41 2540 69 2471 2451 2412 2392 640 1752 1724 620 597
is_linear=0
shrinkage=0.1


Tree=4515
num_leaves=31
num_cat=0
split_feature=132 1185 1203 156 475 44 45 11 33 47 47 9 3 47 148 447 475 157 156 147 484 2 3 3 151 4 16 4 2 52
split_gain=8.40976e-07 4.74082e-06 2.63163e-06 8.14419e-07 1.85193e-06 8.46437e-07 1.4486e-06 1.36769e-06 2.48283e-06 1.21028e-06 9.4818e-06 6.28592e-06 1.24204e-05 2.91693e-06 1.62372e-06 3.05953e-06 1.50715e-06 2.44912e-06 1.73635e-06 2.04638e-06 1.39133e-06 1.26158e-06 2.69204e-06 3.27664e-06 1.23756e-06 1.33448e-06 1.20084e-06 5.65255e-06 2.61243e-06 3.57501e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.3248100000000001 0.13528000000000004 0.094585000000000016 1.0000000180025095e-35 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.087755000000000014 -0.13309499999999996 0.09055500000000001 -0.10069499999999999 0.094580000000000011 0.061570000000000007 0.41580000000000006 0.12734000000000004 0.091385000000000008 -0.078424999999999981 0.089320000000000024 -0.07793499999999999 -0.080564999999999984 -0.077959999999999988 0.08184000000000001 -0.15241499999999997 -0.064804999999999988 0.093680000000000013 0.23074000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -3 -9 11 -11 13 -13 14 -10 16 17 18 19 26 -12 22 23 -22 -23 -26 27 -16 -29 -30
right_child=1 3 -4 -5 -6 -7 -8 8 9 10 20 12 -14 -15 15 -17 -18 -19 -20 -21 21 24 -24 -25 25 -27 -28 28 29 -31
leaf_value=-1.7955661209993025e-06 4.7795358806892881e-05 2.3331137408149516e-05 -3.4590680461730825e-05 -1.8633263560173953e-05 3.0582693825635942e-05 1.487021492158946e-05 -2.5714780293707338e-05 -3.0339697022335949e-05 2.2559727020257749e-05 6.650927803093509e-05 -1.7568038745391988e-05 2.0583609268049426e-05 -7.9822971175807264e-05 3.4158720334744436e-05 -5.0643795461487921e-05 -3.6770491224951519e-05 -2.0141030037504262e-05 3.2671506615453994e-05 -2.6880186396738281e-05 2.4507581758157091e-05 7.8136155052837271e-06 -2.012954030172242e-05 -3.881253403467442e-06 5.9109241046826358e-05 2.0484139818458622e-05 -1.1257154835254404e-05 7.1301442831299426e-07 1.0088048078283795e-05 -3.4766712879829345e-06 -4.3831950496006847e-05
leaf_weight=194 21 25 28 23 20 38 22 27 31 24 36 22 28 25 26 23 37 23 24 34 33 34 59 20 26 27 1914 110 141 26
leaf_count=194 21 25 28 23 20 38 22 27 31 24 36 22 28 25 26 23 37 23 24 34 33 34 59 20 26 27 1914 110 141 26
internal_value=0 4.54248e-07 -5.93189e-06 1.08812e-07 2.59799e-07 4.58809e-08 -1.55522e-07 4.71097e-08 -1.64563e-07 1.34639e-07 6.63727e-06 -5.48876e-07 -3.56441e-05 1.78034e-07 -1.77562e-07 -4.76483e-07 -1.18983e-07 2.03391e-07 -1.24858e-07 1.60405e-07 5.22685e-07 3.79538e-06 1.08129e-05 2.71705e-05 -5.23862e-06 4.31405e-06 -2.12984e-07 -6.06236e-06 -1.87782e-06 -9.75953e-06
internal_weight=0 2899 222 2878 2855 2835 2797 2775 2750 2723 259 2464 50 2414 2389 2358 2335 2298 2275 2251 235 199 112 53 87 53 2217 303 277 167
internal_count=3121 2899 222 2878 2855 2835 2797 2775 2750 2723 259 2464 50 2414 2389 2358 2335 2298 2275 2251 235 199 112 53 87 53 2217 303 277 167
is_linear=0
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Tree=4516
num_leaves=31
num_cat=0
split_feature=33 132 1211 393 15 50 15 16 16 2 4 51 482 482 12 12 13 0 0 1 12 148 447 457 12 12 133 1212 12 1210
split_gain=8.53682e-07 8.31494e-07 2.24095e-05 1.3695e-05 2.00983e-06 1.07725e-06 1.08286e-06 9.50055e-07 1.20369e-06 2.77855e-06 1.77652e-06 7.79601e-07 7.67675e-07 3.35636e-06 3.54186e-06 3.23717e-06 2.56595e-06 4.48458e-06 2.75558e-06 2.75524e-06 1.89407e-06 1.01367e-06 2.50251e-06 1.23888e-06 1.30837e-06 4.42536e-06 4.89534e-06 4.1414e-06 8.78817e-06 1.11707e-05
threshold=-0.044254999999999996 -0.083284999999999984 0.085535000000000014 0.12679500000000002 0.092400000000000024 0.09227500000000001 0.08517000000000001 -0.081299999999999983 -0.097644999999999996 0.085485000000000019 -0.085034999999999986 -0.025879999999999997 0.080200000000000007 0.089605000000000018 0.082850000000000021 0.099815000000000015 -0.07743499999999999 -0.077809999999999976 -0.08317999999999999 0.098700000000000024 0.087075000000000014 -0.10069499999999999 0.094580000000000011 0.41022000000000008 0.086420000000000011 0.086850000000000024 0.039215000000000007 -0.08867499999999999 0.08493500000000001 -0.015189999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 12 5 6 7 8 -2 10 -10 -9 21 14 -14 16 17 18 20 -18 -15 -3 23 24 27 26 -26 -23 -29 -30
right_child=1 3 -4 -5 -6 -7 -8 11 9 -11 -12 -13 13 15 -16 -17 19 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=1.9629105174152012e-05 1.454747665169028e-05 1.6167299051832945e-05 0.00010670414685591823 -8.3052741356368646e-05 -3.0853219459913815e-05 -2.0201843244649354e-05 2.4278301862068477e-05 -1.8537824689701666e-06 2.0445362493622574e-05 -4.0273425899310196e-05 -1.9381460424483522e-05 2.6067554190376538e-05 5.3144860959110777e-06 9.8498749529036504e-06 5.347580622233531e-05 -3.9649585701226898e-05 4.9762987016168025e-05 -4.1058939873787148e-05 3.1344491611074274e-05 -2.0987628704460805e-06 -2.9359739133641683e-05 3.1246243773185759e-05 -3.0462943108692085e-05 2.1313277548310558e-05 2.0309378451202065e-06 3.8891931011322517e-07 6.7523300458560698e-05 -2.8673762925237099e-07 -8.9538388230088779e-05 -1.4886611646512067e-05
leaf_weight=22 21 36 20 20 25 24 20 20 24 24 21 20 37 28 26 20 21 26 29 20 22 34 28 26 25 1350 21 932 23 156
leaf_count=22 21 36 20 20 25 24 20 20 24 24 21 20 37 28 26 20 21 26 29 20 22 34 28 26 25 1350 21 932 23 156
internal_value=0 -1.39349e-07 5.80074e-06 -5.91043e-07 -4.3403e-06 -5.30977e-07 2.61636e-06 -7.16244e-07 -6.41541e-06 -1.27954e-05 1.85951e-06 1.21069e-05 -1.43879e-08 5.53888e-06 2.51906e-05 -1.9193e-06 3.24923e-06 -5.03486e-06 6.82117e-06 2.44646e-05 -7.40236e-06 -4.97739e-07 -7.28931e-07 -4.04602e-07 -6.26823e-07 1.42823e-06 3.19296e-05 -3.13237e-06 -4.18446e-06 -2.44787e-05
internal_weight=0 3099 219 2880 199 174 150 130 90 69 45 40 2860 229 63 166 146 105 79 41 50 2631 2595 2567 2541 1396 46 1145 1111 179
internal_count=3121 3099 219 2880 199 174 150 130 90 69 45 40 2860 229 63 166 146 105 79 41 50 2631 2595 2567 2541 1396 46 1145 1111 179
is_linear=0
shrinkage=0.1


Tree=4517
num_leaves=31
num_cat=0
split_feature=132 393 1203 10 0 12 9 33 9 1 15 3 45 159 1446 479 481 42 2 1447 403 483 483 52 158 484 481 42 12 480
split_gain=8.13778e-07 4.71151e-06 2.30292e-06 8.31823e-07 5.13354e-06 5.28358e-06 1.96246e-06 9.97238e-07 1.82644e-06 8.85539e-07 3.84383e-06 1.05631e-06 1.2921e-06 9.76768e-07 8.87745e-07 1.76354e-06 1.02163e-06 4.67705e-06 1.02718e-05 7.15066e-06 4.57665e-06 1.14372e-06 1.61321e-06 1.50346e-06 1.13962e-06 4.28313e-06 1.64705e-06 1.62596e-06 2.62679e-06 1.54673e-06
threshold=-0.083174999999999985 0.12069000000000002 0.088820000000000024 0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.091905000000000014 0.085305000000000006 0.037245000000000007 0.16540500000000002 -0.56020999999999987 0.32202000000000003 0.094030000000000016 0.085545000000000024 -0.09143999999999998 0.10713500000000002 -0.087424999999999989 0.090545000000000014 0.085485000000000019 -1.0000000180025095e-35 -0.55327499999999985 -0.47356499999999996 -0.22060499999999997 -0.0092699999999999987 0.10398500000000001 0.015535000000000002 -0.08452999999999998 0.094365000000000018 0.085785000000000014 0.10272000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 -5 -6 7 8 9 10 -2 12 14 -13 -12 16 17 18 -16 -20 -18 -22 23 -23 26 27 -24 28 -26 -28
right_child=1 -3 -4 4 5 -7 -8 -9 -10 -11 11 13 -14 -15 15 -17 20 -19 19 -21 21 22 24 -25 25 -27 29 -29 -30 -31
leaf_value=-1.9657920019358481e-06 -4.3820900555147094e-05 4.7641402003743377e-05 -3.2644402595646431e-05 4.8889649254609452e-05 2.1639669933304711e-05 -3.9487474983756188e-05 -3.1399212703036027e-05 -1.8095473555301094e-05 3.0345326704264155e-05 2.0470937068326057e-05 -1.9392850702823364e-05 6.4902467949485243e-07 -2.0369982843065727e-05 3.0447871209947732e-05 -6.339186535721334e-05 2.2965150062378493e-05 4.216948742011412e-05 3.3058831413654843e-05 -3.3747752313502138e-05 4.7213775693914317e-05 -2.3245857699380613e-05 3.3844393848474809e-06 2.8881156613351777e-05 3.9282684356294338e-05 1.3193694421715919e-05 -4.4715463688286648e-05 -2.4114235020400783e-07 2.3067355020126949e-05 -2.8653590343310503e-05 2.3410987036446128e-05
leaf_weight=194 20 21 28 24 31 26 20 30 20 21 23 22 31 22 33 34 26 20 20 24 21 28 20 20 30 27 2203 24 30 28
leaf_count=194 20 21 28 24 31 26 20 30 20 21 23 22 31 22 33 34 26 20 20 24 21 28 20 20 30 27 2203 24 30 28
internal_value=0 4.46853e-07 -5.83517e-06 1.02487e-07 1.00927e-05 -6.24289e-06 -1.86825e-07 3.7967e-08 2.36002e-07 1.51786e-08 -1.43569e-07 1.81653e-07 -7.42662e-08 1.55484e-05 1.66702e-07 3.40531e-07 3.93417e-08 -1.00266e-05 -2.12176e-05 1.04131e-05 4.36735e-07 -9.60458e-09 1.92869e-07 1.8342e-05 -1.75954e-07 -1.00675e-05 3.11814e-07 1.06928e-06 -7.72995e-06 5.57019e-08
internal_weight=0 2899 222 2878 81 57 2797 2777 2747 2727 2706 2686 2642 44 2611 2588 2554 97 77 44 2457 2431 2410 48 2362 111 2251 84 60 2231
internal_count=3121 2899 222 2878 81 57 2797 2777 2747 2727 2706 2686 2642 44 2611 2588 2554 97 77 44 2457 2431 2410 48 2362 111 2251 84 60 2231
is_linear=0
shrinkage=0.1


Tree=4518
num_leaves=31
num_cat=0
split_feature=480 16 3 481 13 13 0 483 160 160 52 1453 40 130 1447 484 1447 483 52 15 0 154 474 471 482 0 12 15 15 15
split_gain=9.13618e-07 2.64068e-06 4.64133e-06 1.42409e-06 5.33734e-06 1.1552e-05 7.44743e-06 1.26455e-06 3.93039e-06 5.76366e-06 5.69998e-06 1.82875e-06 1.77088e-06 1.99151e-06 1.70842e-06 9.72236e-06 7.41441e-06 1.63233e-06 4.35663e-06 3.22058e-06 2.29464e-06 1.29148e-06 1.67883e-06 1.37916e-06 1.23487e-06 4.14285e-06 3.15086e-06 1.49944e-06 1.24913e-05 1.02649e-05
threshold=0.10344000000000002 -0.040964999999999994 -0.075634999999999994 -0.086484999999999992 -0.085744999999999988 -0.081434999999999994 -0.086554999999999979 0.10045000000000003 -0.063384999999999983 -0.073679999999999982 0.12445000000000002 -0.087504999999999986 -0.24452499999999996 -0.22229499999999999 -0.086304999999999979 -0.081614999999999979 -0.084894999999999984 0.08981500000000002 -0.0027449999999999996 -0.089024999999999979 -0.091069999999999984 1.0000000180025095e-35 -0.33653499999999997 -0.086614999999999984 0.086210000000000023 -0.077809999999999976 0.086565000000000017 -0.10203999999999998 -0.099734999999999976 -0.10653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 -1 11 9 10 -9 -5 -13 -14 15 -15 -16 21 19 -19 -20 22 -18 -24 27 26 -26 29 -29 -25
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leaf_value=2.3788341660782372e-05 1.1900200531795926e-05 5.6092919136902383e-06 -5.4142316359782573e-05 -2.9927597192692616e-05 8.9176983568573973e-05 -7.6561274129614639e-06 -5.6279080516625466e-05 -1.1277927153155601e-05 3.9948775454945466e-05 -4.8093679179146424e-05 4.9486328872752402e-05 -2.8567274338539308e-05 2.7462675077808503e-05 7.2962551603268362e-05 -5.852185384521198e-05 -1.3575568710940707e-05 -2.4311318364717799e-05 -6.0815929950679322e-05 -1.4679883142889595e-05 -9.8938349900116155e-06 3.1634185237951736e-05 2.555131852204795e-05 2.4168013457407748e-05 8.2459933335216636e-07 6.212442910509708e-05 -1.3290027802993011e-05 8.3816653993077746e-06 -7.6374154047119771e-05 -6.093890624453034e-07 6.255364580659983e-05
leaf_weight=26 33 26 26 21 22 28 21 38 32 20 26 22 26 20 22 37 28 23 20 27 23 20 24 379 20 35 24 22 2001 29
leaf_count=26 33 26 26 21 22 28 21 38 32 20 26 22 26 20 22 37 28 23 20 27 23 20 24 379 20 35 24 22 2001 29
internal_value=0 -1.02253e-05 -2.42665e-05 2.86285e-07 1.22078e-05 3.49504e-05 -1.19865e-05 -1.07178e-07 1.01256e-05 -1.2356e-06 1.34076e-05 -5.27654e-07 -3.07312e-07 -8.3672e-08 -3.43732e-07 1.67887e-05 -7.05819e-07 -2.30322e-07 -1.32464e-05 -3.3318e-05 1.00928e-05 2.38497e-07 4.0895e-08 3.0998e-07 8.18556e-08 1.2386e-05 3.28102e-05 -3.17993e-07 -1.43333e-06 5.2122e-06
internal_weight=0 85 52 3036 97 50 47 2939 116 84 64 2823 2802 2780 2754 57 2697 2675 93 50 43 2582 2562 2534 2510 79 44 2431 2023 408
internal_count=3121 85 52 3036 97 50 47 2939 116 84 64 2823 2802 2780 2754 57 2697 2675 93 50 43 2582 2562 2534 2510 79 44 2431 2023 408
is_linear=0
shrinkage=0.1


Tree=4519
num_leaves=31
num_cat=0
split_feature=40 130 40 40 34 34 97 9 1 2 0 43 40 44 1429 156 11 51 3 3 4 11 400 2 1186 1186 132 394 1185 16
split_gain=8.56858e-07 2.61697e-06 1.68654e-06 2.14813e-06 1.43327e-06 1.80605e-06 5.32204e-06 2.45466e-06 6.09243e-06 2.06475e-06 3.53837e-06 1.3261e-06 1.25957e-06 9.38229e-07 1.64844e-06 2.50964e-06 1.26178e-06 4.15898e-06 2.50252e-06 9.39008e-06 3.75446e-06 2.35881e-06 2.50964e-06 4.65408e-06 2.33992e-06 5.1084e-06 4.25849e-06 3.41636e-05 2.3252e-05 1.5785e-06
threshold=-0.24620999999999996 -0.22699999999999995 -0.085734999999999992 -0.08440499999999998 -0.112215 -0.057544999999999992 -0.082154999999999992 0.091600000000000015 0.12205500000000001 -1.0000000180025095e-35 -0.067094999999999988 -0.12152999999999999 -0.09083999999999999 0.084760000000000016 -0.23752499999999996 0.32523500000000005 0.092630000000000018 -1.0000000180025095e-35 -0.16726499999999997 -0.24190499999999995 -0.35136499999999998 0.083010000000000014 -0.090569999999999998 0.085485000000000019 0.057025000000000006 0.084720000000000004 -0.083284999999999984 0.0041850000000000004 -0.083264999999999992 -0.18708499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 11 -4 -5 6 -6 9 -9 10 -7 -3 -13 14 -11 16 18 -18 19 20 -16 22 23 -20 26 -26 27 -24 -28 -30
right_child=1 2 3 4 5 7 -8 8 -10 13 -12 12 -14 -15 15 -17 17 -19 21 -21 -22 -23 24 -25 25 -27 28 -29 29 -31
leaf_value=2.0632098876376404e-05 -3.4500060285774289e-05 3.2619229313645011e-05 -3.2130941958928906e-05 -2.4902155801891753e-05 -1.0869966727427553e-05 5.2636531258940521e-05 5.209034099243581e-05 -6.4490909917367393e-05 9.5576427484047609e-06 -2.8969662444069404e-05 -5.4800412478719165e-06 -8.2958129872889103e-06 2.4325050590050522e-05 1.48745545607753e-05 -3.5812089790327336e-05 3.5138211824232716e-05 -4.3411192126330682e-05 1.1595271059507339e-05 4.9788065845340111e-05 6.0598098682549469e-05 1.7428527981219641e-05 -3.2538647397102424e-05 -1.7787235768827892e-06 -4.2492525067614593e-06 -5.8762238904819244e-05 -1.7464426152648892e-06 -0.00010880305984755979 0.00013769977325864602 -7.718915638974924e-06 4.7156466946631929e-07
leaf_weight=20 22 27 21 23 29 20 25 20 25 20 22 29 20 41 26 20 27 28 28 31 27 23 144 37 22 55 20 20 267 1982
leaf_count=20 22 27 21 23 29 20 25 20 25 20 22 29 20 41 26 20 27 28 28 31 27 23 144 37 22 55 20 20 267 1982
internal_value=0 -1.33063e-07 1.12496e-07 -2.59829e-07 -3.53848e-08 1.57902e-07 1.82783e-05 -1.78932e-07 -2.33528e-05 1.85692e-07 2.21945e-05 1.48242e-05 5.01883e-06 -1.42331e-07 -3.64043e-07 -1.5653e-07 -4.14438e-07 -1.54079e-05 -1.06966e-07 1.68809e-05 -8.68951e-06 -6.56228e-07 -3.71453e-07 1.90284e-05 -8.73839e-07 -1.80367e-05 -3.30666e-07 1.52308e-05 -1.45543e-06 -5.00804e-07
internal_weight=0 3101 3079 3003 2982 2959 54 2905 45 2860 42 76 49 2818 2777 2757 2737 55 2682 84 53 2598 2575 65 2510 77 2433 164 2269 2249
internal_count=3121 3101 3079 3003 2982 2959 54 2905 45 2860 42 76 49 2818 2777 2757 2737 55 2682 84 53 2598 2575 65 2510 77 2433 164 2269 2249
is_linear=0
shrinkage=0.1


Tree=4520
num_leaves=31
num_cat=0
split_feature=156 474 160 474 1446 9 10 2 11 3 1204 132 3 1 12 1185 399 130 1 131 131 13 15 13 160 2 12 131 12 1447
split_gain=9.97363e-07 1.50532e-06 4.39485e-06 1.38952e-06 1.15391e-06 1.11847e-06 3.09131e-06 6.89608e-06 1.93026e-06 1.31247e-06 1.02612e-06 9.1277e-06 3.41221e-05 2.64984e-05 5.12375e-06 4.99057e-06 1.3725e-06 9.81645e-07 2.25932e-06 1.01759e-06 6.30646e-06 3.87865e-06 4.70945e-06 4.13643e-06 3.11695e-06 3.27559e-06 4.73544e-06 6.22302e-06 4.27899e-06 1.99915e-06
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 8 -8 -6 -7 11 12 14 -13 -10 -12 -17 -18 19 20 29 22 -21 -23 -25 28 27 -27 -26 -19
right_child=-2 2 -4 -5 5 9 7 -9 10 -11 15 13 -14 -15 -16 16 17 18 -20 21 -22 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=2.4029785563470796e-05 -2.0747061163369243e-05 -1.1885654905602844e-05 5.2883843295603583e-05 -2.358333909069188e-05 2.831525575667608e-05 4.8975701045290213e-07 1.3268786495332497e-05 -6.7772560041270304e-05 -3.5122056138229361e-06 3.3822718251030892e-05 4.8822294186157668e-05 1.3340084578393962e-05 0.00012652838468056872 -0.00012524723968619417 -6.5766993720899343e-05 2.2321541446554305e-05 2.1199964517325584e-05 -8.9553304263696004e-07 -3.3990075062320107e-05 9.0597212826986317e-06 -5.4219306581547825e-05 -3.6849369600280752e-05 6.3528797512514177e-05 3.5875729174851865e-05 -5.2836600889349942e-05 -1.8423655920065732e-06 -2.4389556296980652e-05 5.9948826170901679e-05 4.2460435060061644e-06 1.7746052290638514e-05
leaf_weight=20 23 22 20 25 24 27 21 21 39 21 21 37 20 22 20 27 21 2306 20 57 22 29 22 26 24 39 29 28 29 59
leaf_count=20 23 22 20 25 24 27 21 21 39 21 21 37 20 22 20 27 21 2306 20 57 22 29 22 26 24 39 29 28 29 59
internal_value=0 1.54028e-07 1.8957e-05 -1.0439e-07 8.92672e-08 -6.97532e-08 -3.15062e-07 -2.72519e-05 7.22533e-08 1.50729e-05 -1.61724e-07 -8.57684e-06 1.36488e-05 -3.83365e-05 -2.46155e-05 2.59185e-07 -1.13286e-07 -3.36724e-07 -5.04855e-07 -2.54029e-07 -9.26228e-07 5.41572e-06 2.42283e-05 -1.86955e-06 3.92711e-06 -1.64782e-06 9.36893e-06 2.39808e-05 -2.16027e-05 -4.30479e-07
internal_weight=0 3098 42 3056 3031 3011 2963 42 2921 48 2897 138 79 59 59 2759 2738 2711 2690 2670 2387 283 79 204 175 149 96 67 53 2365
internal_count=3121 3098 42 3056 3031 3011 2963 42 2921 48 2897 138 79 59 59 2759 2738 2711 2690 2670 2387 283 79 204 175 149 96 67 53 2365
is_linear=0
shrinkage=0.1


Tree=4521
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 50 9 10 2 2 9 2 132 130 399 0 132 472 1429 1425 52 3 0 0 0 0 401 0 0 0 51
split_gain=1.11451e-06 4.3605e-06 4.03063e-06 1.24415e-06 9.56163e-07 9.36638e-07 2.55351e-06 5.58583e-06 1.85846e-06 1.83225e-06 1.43279e-06 9.08604e-07 8.49921e-07 1.52802e-06 1.55242e-06 1.43483e-06 8.30953e-07 2.76903e-06 1.35026e-06 1.35009e-06 2.53938e-06 8.64698e-07 9.20964e-06 6.91172e-06 4.24289e-06 3.08527e-06 3.19269e-06 4.14061e-06 8.37371e-06 4.5966e-06
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.014104999999999998 0.097510000000000013 0.092890000000000014 0.053330000000000009 -0.15339499999999998 -0.090999999999999984 0.10750500000000002 -0.033169999999999991 -0.050879999999999988 0.09364500000000002 0.08845500000000002 -0.086074999999999985 -0.26631499999999991 -0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.55692499999999978 -0.086274999999999977 -0.070889999999999995 -0.071719999999999992 -0.070154999999999981 -0.072594999999999979 -0.13200999999999999 -0.069824999999999984 -0.068604999999999985 -0.067094999999999988 0.020580000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 12 6 8 -8 -3 -7 -10 -12 13 14 -5 -14 -13 -18 19 20 -19 22 24 -23 -21 -25 -27 -28 -29 -30
right_child=1 5 -4 4 -6 9 7 -9 10 -11 11 16 15 -15 -16 -17 17 18 -20 21 -22 23 -24 25 -26 26 27 28 29 -31
leaf_value=-1.9654344910772386e-05 4.486656200077216e-05 2.5498379163136949e-05 -4.9693595472035674e-05 2.0447149522210981e-05 -1.93137452697556e-05 3.7087428322593043e-05 1.1941907602401141e-05 -6.0995300154467085e-05 -2.5367236395885068e-05 -3.172202902463211e-06 1.8860006128726618e-05 -1.8448062534541046e-05 8.1560485045194973e-06 2.8081451690072312e-05 -1.4286547325208368e-05 -2.3978715529674824e-05 3.641240811183317e-05 -4.4334089553948226e-06 -2.4167341610376279e-05 6.4288085852867639e-07 3.4542165155926345e-05 -5.988145633074012e-05 6.6680964352729336e-05 3.6148322604796182e-05 -4.0023870601894137e-05 -4.2127797096327418e-05 3.6002767488899479e-05 -5.7688622810356152e-05 -5.4880721148317291e-06 1.8506807813231142e-05
leaf_weight=35 22 29 20 22 20 20 21 21 22 26 26 24 33 31 31 24 21 35 23 1937 32 21 21 21 26 20 28 27 381 101
leaf_count=35 22 29 20 22 20 20 21 21 22 26 26 24 33 31 31 24 21 35 23 1937 32 21 21 21 26 20 28 27 381 101
internal_value=0 5.15281e-07 -6.93013e-06 -2.56652e-06 1.14823e-06 1.76839e-07 -5.26769e-08 -2.45267e-05 3.1509e-07 1.4332e-05 5.10571e-08 2.54848e-07 4.05064e-06 1.04462e-05 1.31214e-07 -5.37438e-06 7.68738e-08 2.41907e-07 -4.22611e-08 1.67126e-07 1.41818e-05 -1.96398e-07 8.08941e-07 -3.52627e-06 1.04248e-07 -1.47876e-06 -2.89738e-06 -1.43628e-06 -3.4958e-06 -4.60099e-07
internal_weight=0 2905 216 196 161 2883 2837 42 2795 46 2766 2744 141 84 53 57 2718 2694 2673 2650 67 2583 1984 599 1963 578 557 537 509 482
internal_count=3121 2905 216 196 161 2883 2837 42 2795 46 2766 2744 141 84 53 57 2718 2694 2673 2650 67 2583 1984 599 1963 578 557 537 509 482
is_linear=0
shrinkage=0.1


Tree=4522
num_leaves=31
num_cat=0
split_feature=132 399 1203 1211 13 43 1213 132 402 402 402 15 16 42 402 403 133 16 402 402 3 0 133 1454 402 49 3 52 12 52
split_gain=9.02754e-07 3.88157e-06 3.26481e-06 1.0109e-06 5.44812e-06 2.08762e-06 4.22185e-06 1.29961e-06 1.01491e-06 2.3766e-06 1.0501e-06 5.809e-06 9.45356e-06 7.14823e-06 2.55801e-06 2.2947e-06 2.20142e-06 1.04176e-05 6.11915e-06 3.23997e-06 1.45479e-06 2.81133e-06 4.91742e-06 2.78163e-06 2.73702e-06 2.93941e-06 3.3011e-06 3.16358e-06 3.58645e-06 3.29941e-06
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.091735000000000011 -0.011914999999999999 0.05259500000000001 0.10210000000000001 -0.015269999999999997 -0.46900499999999995 -0.43418999999999991 -0.064959999999999976 0.093115000000000017 -0.087989999999999985 0.08623500000000002 -0.031734999999999992 -0.53960999999999981 0.26753000000000005 -0.082179999999999989 -0.014954999999999998 -0.0044849999999999985 -0.094874999999999987 0.10455500000000001 0.086910000000000015 0.11562500000000002 0.086855000000000016 -0.012034999999999999 -0.096544999999999978 -0.018574999999999998 0.086345000000000019 0.089575000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 7 5 -5 -7 -2 -9 -10 11 12 -11 -14 -12 -16 18 -18 -17 -20 24 23 -23 -22 25 -21 27 28 -27 -29
right_child=1 -3 -4 4 -6 6 -8 8 9 10 14 -13 13 -15 15 16 17 -19 19 20 21 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-2.3098650957196619e-06 2.2666208818778756e-05 3.2214415182352243e-05 -4.4724235369812962e-05 2.4410431859467754e-05 -5.6560581233497944e-05 -3.7547990021786453e-05 1.5245501565390663e-05 2.0676259343114604e-05 -3.3488937506696124e-05 4.7723663831880745e-05 -2.9752367970951163e-05 4.7816786927796788e-05 4.9325771463124763e-06 -4.906690203195188e-05 2.5920868363434292e-05 5.5245980238396445e-05 -7.0754131973609958e-05 2.7714131283573808e-05 -4.0378511184826495e-05 -1.1526711682233947e-05 -8.7935486802538481e-08 -6.1402973541849613e-05 2.1367225223190781e-06 -3.4351371937191288e-05 -2.3965439771321449e-05 -2.7894190767303946e-05 4.8563902262024136e-05 3.12555899859035e-05 6.9405858725883462e-06 1.2761813041511379e-06
leaf_weight=196 26 38 20 27 20 28 33 24 21 31 29 30 66 39 34 20 22 21 20 69 1858 21 29 24 30 38 22 90 133 62
leaf_count=196 26 38 20 27 20 28 33 24 21 31 29 30 66 39 34 20 22 21 20 69 1858 21 29 24 30 38 22 90 133 62
internal_value=0 4.63757e-07 -6.23712e-06 4.2925e-08 -9.44789e-06 1.25954e-06 -8.98758e-06 4.14439e-07 2.0275e-07 2.13682e-08 2.83167e-07 7.98722e-06 -7.98717e-07 -1.51244e-05 -2.23919e-07 1.19573e-07 -2.37176e-07 -2.2665e-05 1.61995e-07 -2.97805e-07 3.95749e-08 -1.14664e-06 -2.45499e-05 -5.24876e-07 5.20123e-06 7.31475e-06 1.1083e-05 8.53017e-06 -8.00476e-07 1.90271e-05
internal_weight=0 2905 216 2867 108 88 61 2759 2733 2709 2688 166 136 105 2522 2493 2459 43 2416 2396 2376 1932 50 1882 444 414 345 323 171 152
internal_count=3121 2905 216 2867 108 88 61 2759 2733 2709 2688 166 136 105 2522 2493 2459 43 2416 2396 2376 1932 50 1882 444 414 345 323 171 152
is_linear=0
shrinkage=0.1


Tree=4523
num_leaves=31
num_cat=0
split_feature=33 11 1 1 1 160 1 16 16 1 1210 1374 150 133 0 1 43 133 133 1447 481 457 3 12 12 12 0 15 42 43
split_gain=8.54038e-07 9.91667e-07 8.16548e-07 1.81015e-05 8.61232e-06 3.80532e-06 3.80112e-06 1.37804e-05 1.11155e-05 6.27042e-06 3.73139e-06 2.46064e-06 2.1674e-06 9.49719e-06 3.68061e-06 3.89836e-06 9.53982e-06 2.48509e-06 6.18779e-06 6.6881e-06 1.17823e-05 3.42171e-06 3.35462e-06 9.9999e-06 7.62547e-06 5.82982e-06 8.25127e-06 3.9494e-06 6.04057e-06 7.89133e-06
threshold=-0.044254999999999996 -1.0000000180025095e-35 0.09253500000000002 0.091785000000000019 0.093100000000000002 -0.52336499999999997 0.096255000000000021 -0.056919999999999991 -0.071854999999999988 0.096860000000000016 -0.42132499999999995 0.089635000000000006 0.10699000000000002 0.08622500000000001 -0.23091999999999999 0.090405000000000013 -0.041739999999999992 0.086910000000000015 0.087435000000000013 -0.086279999999999982 -0.081614999999999979 -0.0056599999999999992 -0.07359499999999998 0.097575000000000009 0.11527000000000001 0.096525000000000014 -0.071719999999999992 0.092715000000000006 0.090835000000000013 -0.043144999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 -4 -6 7 8 -7 -8 -3 12 14 -14 -12 17 -17 21 -19 -20 -21 -16 25 -24 -25 27 -27 28 -22 -30
right_child=1 2 4 -5 5 6 9 -9 -10 -11 11 -13 13 -15 15 16 -18 18 19 20 22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=1.9633202431247231e-05 -2.0387692988303267e-05 4.0948133755591701e-05 6.1562877848094419e-05 -8.0963131323739756e-05 4.0232968998073679e-05 -2.0477359885262559e-05 5.3543314369681354e-05 -6.4692386732554628e-05 7.250316308272886e-05 6.0066615740692223e-07 3.6350173633292324e-05 2.797133223187605e-05 1.528946117049958e-05 -6.6422321415302572e-05 -2.8710006684680896e-05 1.7638898390470313e-05 -6.3073292505677622e-05 4.4916532036999392e-05 -5.135169126746901e-05 6.4743187249405312e-05 -3.9403804954277267e-06 -1.4930090528686147e-06 -6.0269584457039333e-05 3.7251736028721152e-05 -2.6526306027261783e-05 6.8697516879815939e-06 7.9200819436664466e-05 -2.5998949631343749e-05 -2.6656257874232585e-06 6.5495797868855087e-05
leaf_weight=22 24 22 24 28 24 36 23 39 20 818 27 30 33 25 48 27 32 37 22 31 207 1226 33 38 37 46 24 50 35 33
leaf_count=22 24 22 24 28 24 36 23 39 20 818 27 30 33 25 48 27 32 37 22 31 207 1226 33 38 37 46 24 50 35 33
internal_value=0 -1.39373e-07 1.86629e-08 -1.0992e-06 2.39412e-06 9.14904e-07 -9.32517e-08 -1.90539e-05 1.273e-05 2.04856e-06 -1.525e-08 -4.56796e-07 -8.80885e-07 -1.99311e-05 -3.15132e-07 -8.29132e-07 -2.61372e-05 -2.93591e-08 5.31821e-06 2.68307e-06 4.90922e-06 -2.51845e-06 1.22164e-06 -1.43963e-05 5.7879e-06 5.49186e-06 3.1669e-05 -1.46283e-07 4.5542e-06 3.04127e-05
internal_weight=0 3099 3075 2091 984 960 936 95 56 841 2063 2041 2011 58 1953 1926 59 1867 593 556 534 1274 503 108 75 395 70 325 275 68
internal_count=3121 3099 3075 2091 984 960 936 95 56 841 2063 2041 2011 58 1953 1926 59 1867 593 556 534 1274 503 108 75 395 70 325 275 68
is_linear=0
shrinkage=0.1


Tree=4524
num_leaves=31
num_cat=0
split_feature=480 0 43 15 483 0 12 483 484 484 159 4 1455 1455 1375 447 147 151 457 52 483 15 132 1204 1211 402 15 13 43 0
split_gain=9.23023e-07 2.62856e-06 7.13062e-06 3.21257e-06 1.10287e-06 7.00143e-06 4.95173e-06 2.75416e-06 2.13883e-06 4.35629e-06 4.02273e-06 1.29729e-06 1.18308e-06 1.75716e-06 1.1796e-06 1.27803e-06 1.22641e-06 5.70142e-06 1.22494e-06 3.28695e-06 2.13121e-06 1.18553e-06 2.05809e-05 2.41329e-05 3.07119e-06 2.72422e-06 6.21052e-06 1.00505e-05 5.61471e-06 1.20887e-05
threshold=0.10344000000000002 -0.079829999999999998 -0.072269999999999987 -0.015039999999999998 0.098395000000000024 -0.064339999999999994 0.23631000000000002 0.095980000000000024 -0.08323499999999999 -0.020124999999999994 -0.023324999999999995 0.62931500000000018 -0.16496999999999998 -0.092609999999999984 -0.42089999999999994 0.10121000000000001 0.093875000000000014 -0.080454999999999985 0.10259500000000001 -0.023194999999999997 -0.47356499999999996 0.091650000000000023 -0.083284999999999984 -1.0000000180025095e-35 0.11013500000000002 -0.087759999999999991 0.093575000000000019 -0.047864999999999991 0.055925000000000009 -0.072269999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 8 7 11 -6 -10 -11 12 -1 -14 -15 16 18 -18 20 -20 -16 24 -23 -24 -22 28 27 -27 29 -25
right_child=1 2 -4 -5 5 -7 -8 -9 9 10 -12 -13 13 14 15 -17 17 -19 19 -21 21 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=-1.9589584990171719e-05 1.8818297576217446e-07 5.0796302493836267e-05 -3.0051720330940652e-05 -5.5812497101301447e-05 2.7237919927020339e-05 5.935933506565482e-05 -4.9703489175954018e-05 3.5473677633035551e-05 -4.5646727399482353e-05 3.5404171425258173e-05 -1.5643046797202644e-05 -2.186026007688337e-05 2.9192884002917536e-05 -2.1466671038069763e-05 -3.2339433348624878e-05 2.3329043290232222e-05 -5.6943028357636653e-05 1.1118727337589008e-05 4.6612310452474052e-05 -1.0032980849029542e-05 -2.2970456209470341e-09 8.9747343655391084e-05 -0.00010752690824801903 1.6547888005582288e-05 -3.0288868589088775e-05 -1.0559234752967629e-06 3.5027901164250228e-06 9.4629585648709478e-05 1.8274328423710053e-05 -8.9524669913641587e-05
leaf_weight=30 20 20 24 21 21 23 20 22 23 26 38 27 21 25 20 24 20 32 20 21 2196 27 20 22 34 23 223 21 36 21
leaf_count=30 20 20 24 21 21 23 20 22 23 26 38 27 21 25 20 24 20 32 20 21 2196 27 20 22 34 23 223 21 36 21
internal_value=0 -1.02778e-05 6.69738e-06 -2.84951e-05 2.87755e-07 9.26305e-06 -1.16983e-07 2.26771e-07 -1.40561e-06 -8.31956e-06 5.09489e-06 -4.40752e-08 1.63625e-07 3.74814e-07 1.57514e-07 3.53385e-07 1.51844e-07 -1.50589e-05 4.46538e-07 1.75989e-05 1.80459e-07 4.28419e-07 5.49264e-06 -7.22868e-07 -4.64065e-07 5.45078e-06 1.02774e-05 4.46122e-05 -1.08619e-05 -3.5255e-05
internal_weight=0 85 44 41 3036 131 2905 2885 108 87 64 2863 2836 2806 2785 2760 2736 52 2684 41 2643 2623 393 366 2230 346 267 44 79 43
internal_count=3121 85 44 41 3036 131 2905 2885 108 87 64 2863 2836 2806 2785 2760 2736 52 2684 41 2643 2623 393 366 2230 346 267 44 79 43
is_linear=0
shrinkage=0.1


Tree=4525
num_leaves=31
num_cat=0
split_feature=132 1203 15 15 10 0 9 9 130 1213 1204 33 9 1 121 376 13 151 2 1 160 150 42 133 133 13 151 151 1373 457
split_gain=9.67198e-07 3.73647e-06 7.81478e-06 2.62664e-06 9.38029e-07 5.07572e-06 4.68147e-06 1.51642e-06 9.35282e-07 1.3436e-06 1.38033e-06 8.79778e-07 1.23548e-06 9.61569e-07 2.94285e-06 1.06742e-06 1.15293e-06 8.91246e-07 3.43929e-06 5.20022e-06 5.51222e-06 1.29706e-05 7.49728e-06 3.01784e-06 3.969e-06 2.9207e-06 3.86461e-06 1.92979e-06 1.49537e-06 5.32791e-06
threshold=-0.083449999999999983 0.089165000000000008 0.089595000000000022 0.092400000000000024 0.0036750000000000007 -0.080119999999999983 0.092890000000000014 0.091905000000000014 -0.014104999999999998 0.08593000000000002 -0.016569999999999994 0.085305000000000006 0.037245000000000007 0.16540500000000002 -0.094339999999999993 -0.0016099999999999997 -0.015039999999999998 -0.085134999999999975 0.121465 0.10612500000000001 -0.085764999999999994 0.10389500000000002 0.083865000000000009 0.087625000000000022 0.085075000000000026 0.056795000000000005 -0.10959499999999998 -0.083969999999999975 1.0000000180025095e-35 0.31508000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 8 7 -6 -7 11 -1 10 -10 12 13 14 -2 16 -16 18 19 20 22 23 -17 24 25 26 -22 -19 29 -29
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 -12 -13 -14 -15 15 17 -18 27 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.72398055240462e-05 -3.7595650567146509e-05 -1.6665530641770793e-06 7.4345566809781653e-05 -3.6936259883077582e-05 4.9114958377079659e-05 -3.2767846158397635e-05 2.5206766234147765e-05 -2.7780980508396171e-05 -2.0953321859451537e-05 2.437866905460223e-05 2.8240696055327489e-06 -1.7176297921347822e-05 2.4805561297398528e-05 2.1174005676238313e-05 2.8450842440482425e-07 -4.6754777940805072e-06 3.236883314370754e-05 -2.9128388935835876e-05 -2.9603582314708691e-05 4.3797755218596042e-05 -3.579687907923861e-06 -7.7693245839327576e-05 7.066715871042106e-05 3.129785857874429e-05 -3.1010436141514217e-05 -2.1026545800850728e-05 4.9960977020628683e-05 -4.5405657883703225e-07 1.7224284522893394e-05 -4.5143871776181861e-05
leaf_weight=35 21 38 21 25 24 30 26 20 32 21 103 30 20 21 24 28 21 24 26 36 28 22 25 33 35 22 26 2231 46 27
leaf_count=35 21 38 21 25 24 30 26 20 32 21 103 30 20 21 24 28 21 24 26 36 28 22 25 33 35 22 26 2231 46 27
internal_value=0 4.80026e-07 2.53886e-05 -6.4559e-06 -3.63504e-08 1.06387e-05 -5.85106e-06 -3.45102e-07 -2.46633e-06 8.48237e-07 -2.81205e-06 -1.45278e-07 4.28409e-08 -1.40859e-07 -3.0819e-07 -1.31503e-08 1.52572e-05 -2.76533e-07 5.04333e-06 8.57595e-06 2.78607e-06 -6.17842e-06 3.08635e-05 4.74746e-06 -3.1459e-06 9.68645e-06 2.21992e-05 -9.18664e-07 -6.24812e-07 -9.88434e-07
internal_weight=0 2905 59 216 2846 80 56 2766 191 156 135 2746 2716 2696 2675 2654 45 2609 281 255 219 166 53 144 111 76 54 2328 2304 2258
internal_count=3121 2905 59 216 2846 80 56 2766 191 156 135 2746 2716 2696 2675 2654 45 2609 281 255 219 166 53 144 111 76 54 2328 2304 2258
is_linear=0
shrinkage=0.1


Tree=4526
num_leaves=31
num_cat=0
split_feature=40 130 40 4 1429 1417 156 52 155 3 481 16 133 13 403 43 1209 1209 1209 15 3 16 2 16 0 13 11 10 43 2
split_gain=9.45257e-07 2.52944e-06 1.51446e-06 1.0529e-06 8.85288e-07 1.64093e-06 1.53114e-06 2.74076e-06 2.4833e-06 1.11091e-06 8.97699e-07 5.73718e-06 5.10349e-06 9.54277e-06 2.73005e-06 5.77022e-06 1.42509e-06 1.65272e-06 1.44893e-06 5.01009e-06 1.13993e-06 2.54373e-06 5.18032e-06 2.27213e-06 2.12013e-06 4.62855e-06 2.2593e-06 3.46989e-06 8.181e-06 3.41848e-06
threshold=-0.24620999999999996 -0.22699999999999995 -0.099059999999999995 -0.00027999999999999998 0.12521000000000002 -0.080324999999999994 0.3248100000000001 -0.55692499999999978 0.11854500000000001 -0.085784999999999986 -0.087424999999999989 -0.0092699999999999987 0.084990000000000024 -0.081029999999999977 -0.5492149999999999 -0.041049999999999996 -0.097919999999999993 -0.087714999999999987 -0.065739999999999979 0.087575000000000014 -0.094874999999999987 0.26676500000000009 0.10912000000000001 0.64105000000000001 0.10455500000000001 -0.014169999999999999 -0.011194999999999998 0.053330000000000009 -0.074974999999999986 -0.080614999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 8 9 -7 11 12 13 -9 15 -12 -16 -18 19 -19 21 -20 -23 24 26 -26 -22 29 -29 -28
right_child=1 2 4 -5 -6 6 -8 10 -10 -11 14 -13 -14 -15 16 -17 17 18 20 -21 23 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=2.1670243304470207e-05 -3.3927149897036456e-05 3.2086643477668988e-06 -2.7502798812664963e-05 3.5657130640629473e-05 2.0816961023228944e-05 -1.1119489718112165e-05 -2.7668421389535069e-05 -6.2746846301057051e-05 4.681520544102608e-05 2.1444471200414807e-05 -1.0108380802893618e-05 -5.3201759621278261e-05 4.691400661613443e-05 3.0490518996805846e-05 -2.642486141710487e-05 5.7177578564733264e-05 2.4343928897805101e-05 -5.3290542148585838e-05 1.9898224657348151e-06 1.6643757617202938e-05 3.1543216838062194e-05 -8.2226766426174436e-06 6.2889737871176161e-05 -3.1730622352673285e-05 -5.5345183764901861e-05 6.9773252947085835e-06 3.7417579505927279e-05 1.6292427399946519e-05 -7.3073172686798939e-05 -5.3795381496931109e-07
leaf_weight=20 22 20 22 20 20 20 20 21 23 22 26 23 20 23 21 25 27 21 382 20 22 20 21 24 22 26 24 20 21 2103
leaf_count=20 22 20 22 20 20 20 20 21 23 22 26 23 20 23 21 25 27 21 382 20 22 20 21 24 22 26 24 20 21 2103
internal_value=0 -1.39776e-07 1.01641e-07 1.94329e-05 -1.52801e-07 -2.9172e-07 -9.19722e-08 9.32912e-08 2.04021e-05 5.93782e-06 -3.60031e-07 -1.03651e-05 5.02935e-06 -1.40091e-05 -5.19109e-08 2.28749e-05 -4.73421e-07 -2.75462e-07 -5.19308e-07 -1.91762e-05 -2.34416e-07 4.53036e-06 2.82008e-05 -1.12544e-06 -7.97237e-07 -2.15872e-05 -3.41567e-07 -6.65121e-07 -2.94802e-05 -1.09683e-07
internal_weight=0 3101 3079 40 3039 3019 2997 2977 65 42 2912 87 64 44 2825 51 2774 2753 2726 41 2685 423 41 2262 2238 48 2190 2168 41 2127
internal_count=3121 3101 3079 40 3039 3019 2997 2977 65 42 2912 87 64 44 2825 51 2774 2753 2726 41 2685 423 41 2262 2238 48 2190 2168 41 2127
is_linear=0
shrinkage=0.1


Tree=4527
num_leaves=31
num_cat=0
split_feature=1213 1211 1211 1211 130 1 9 13 34 106 34 45 142 1132 124 41 453 15 15 2 133 133 52 9 2 47 474 0 12 12
split_gain=8.32046e-07 1.14198e-06 1.6952e-06 1.34831e-06 8.11453e-07 1.16018e-06 8.24417e-07 2.31695e-06 1.32939e-06 2.15679e-06 1.72714e-06 1.12484e-06 2.14727e-06 8.46187e-07 1.14113e-06 1.29983e-06 1.12698e-06 1.52129e-06 9.47943e-06 8.39976e-06 3.81566e-06 4.60737e-06 4.20694e-06 2.3688e-06 2.32314e-06 5.0374e-06 3.4384e-06 2.31358e-06 1.69868e-06 6.88358e-06
threshold=0.51370000000000016 0.11986000000000001 0.11048500000000001 0.10326000000000002 -0.23123999999999997 0.16540500000000002 -0.08619499999999998 -0.085584999999999981 -0.083689999999999987 0.087515000000000009 -0.0011599999999999998 0.094030000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 0.098110000000000017 0.11457000000000002 0.097350000000000006 -0.10203999999999998 -0.098289999999999975 -1.0000000180025095e-35 -0.14717499999999997 -0.089569999999999983 0.08709500000000002 0.085355000000000014 0.084145000000000011 0.10621500000000002 0.096435000000000007 -0.24955499999999997 0.089210000000000025 0.090165000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 9 -8 -10 12 -12 -14 15 16 17 19 -19 -15 22 -22 -21 27 25 -23 -26 -20 -29 -30
right_child=-2 -3 -4 -5 5 -7 8 -9 10 -11 11 -13 13 14 -16 -17 -18 18 23 20 21 24 -24 -25 26 -27 -28 28 29 -31
leaf_value=1.8705792535911316e-05 2.033118767940323e-05 -1.863439746226835e-05 2.2610586616296631e-05 -2.6056006340695604e-05 3.8762318881708785e-05 -2.0784720912295734e-05 -3.2281450444315851e-05 -7.3231143412992132e-06 2.5783265987928853e-05 8.3923646867974234e-06 3.197408205302227e-05 -1.7672217275806667e-05 -2.0618245744117304e-05 5.3383472597006939e-05 1.7967122995677139e-05 -2.5604702732380249e-05 -2.3093254761382319e-05 -6.087579016681188e-05 3.1815170818431814e-05 6.1458559797583376e-05 -4.7579562121990461e-05 -5.5831219365895126e-05 -4.4792332514391645e-07 3.4114903246518229e-05 8.5793948829217635e-07 1.1910464142957886e-05 4.134034014792514e-05 -3.2683298307111923e-06 2.820001394553323e-05 -3.7863220893933462e-07
leaf_weight=23 20 33 33 20 20 27 32 24 26 22 21 36 20 34 35 20 21 26 22 21 21 21 23 20 239 23 23 1223 93 899
leaf_count=23 20 33 33 20 20 27 32 24 26 22 21 36 20 34 35 20 21 26 22 21 21 21 23 20 239 23 23 1223 93 899
internal_value=0 -1.31129e-07 6.78961e-08 -1.77214e-07 -5.54698e-09 -1.49384e-07 3.85262e-08 1.36248e-05 -1.66129e-07 -1.57106e-05 1.26653e-07 -1.08149e-07 1.17272e-07 -1.23027e-07 2.52739e-08 -2.04834e-07 -1.7312e-08 1.62969e-07 -8.39025e-07 5.81125e-06 1.45153e-06 -2.26853e-06 2.90984e-05 -1.47419e-07 8.41047e-07 -2.04208e-05 4.41174e-06 -4.53743e-07 -7.74247e-07 2.30062e-06
internal_weight=0 3101 3068 3035 3015 2992 2965 44 2921 54 2867 2841 2805 2784 2764 2729 2709 2688 2283 405 371 327 44 2257 306 44 262 2237 2215 992
internal_count=3121 3101 3068 3035 3015 2992 2965 44 2921 54 2867 2841 2805 2784 2764 2729 2709 2688 2283 405 371 327 44 2257 306 44 262 2237 2215 992
is_linear=0
shrinkage=0.1


Tree=4528
num_leaves=31
num_cat=0
split_feature=480 133 1 1444 483 42 12 160 159 1 483 1453 1447 12 2 1447 1447 1447 1453 51 157 1420 1420 483 482 1 475 3 3 51
split_gain=7.80382e-07 2.45542e-06 4.14825e-06 9.94489e-07 8.3985e-07 5.95136e-06 4.11044e-06 3.0478e-06 3.3676e-06 2.8617e-06 2.29119e-06 1.21911e-06 1.24976e-06 1.12382e-05 6.58893e-06 5.93076e-06 2.6206e-06 1.91921e-06 1.24755e-06 1.64535e-06 2.15706e-06 1.27466e-06 1.69733e-06 1.19792e-06 1.33228e-06 3.70557e-06 1.33589e-06 1.15251e-05 1.75348e-05 5.5251e-06
threshold=0.10344000000000002 0.091935000000000003 0.092945000000000014 -0.084274999999999989 0.098395000000000024 0.096610000000000015 0.23631000000000002 -0.11922499999999998 -0.08760999999999998 0.086455000000000018 0.095980000000000024 -0.083254999999999982 -0.085684999999999997 0.083985000000000018 0.086590000000000014 -0.084114999999999981 -0.082229999999999984 -0.072479999999999989 -0.079499999999999987 -0.44986999999999994 0.63397500000000007 -0.08341999999999998 -0.07737999999999999 0.08981500000000002 0.086210000000000023 0.096475000000000019 -0.085774999999999976 -0.087429999999999994 -0.081924999999999984 -0.095144999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 7 10 -6 -9 -10 11 -5 13 -13 -15 -14 -17 -18 -19 -20 21 -21 -23 24 26 -26 27 29 -29 -24
right_child=1 -3 -4 4 5 -7 -8 8 9 -11 -12 12 15 14 -16 16 17 18 19 20 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=1.9023549274217141e-05 2.3686603391459878e-05 -3.6546820380560047e-05 -2.904569857421918e-05 -2.0961321700139839e-05 2.7299478741345714e-05 4.7015928782154033e-05 -4.5441917795869815e-05 -4.4562554573227928e-05 -1.7822993828531253e-05 3.0396636352634231e-05 3.2198004778778839e-05 6.9722986942603402e-05 -5.4612430176348425e-05 -5.4757039383317033e-05 1.4706793460087889e-05 2.7229355951671356e-05 -2.8463639834323356e-05 2.4823739258863502e-05 -2.1478239695069433e-05 2.0634038283505702e-05 3.1967692086168215e-05 -2.8762481522227023e-05 -5.0855331368359705e-06 -1.4175150830245306e-05 3.4914653396730213e-05 -1.0889849936850652e-05 2.4681502725632768e-07 -0.00011552388219570275 -3.7285723881220117e-06 6.5859660329200181e-05
leaf_weight=28 35 24 26 28 24 30 20 24 32 20 22 24 20 22 36 35 24 20 36 29 21 21 23 60 38 33 2278 20 47 21
leaf_count=28 35 24 26 28 24 30 20 24 32 20 22 24 20 22 36 35 24 20 36 29 21 21 23 60 38 33 2278 20 47 21
internal_value=0 -9.45036e-06 1.21054e-06 2.64579e-07 8.99607e-08 7.95201e-06 -2.6517e-07 -3.76717e-06 -1.35777e-05 7.23018e-07 5.09724e-08 -1.98405e-07 8.63248e-09 1.21725e-05 -1.16416e-05 -3.57264e-07 4.37351e-08 -3.12497e-07 -5.72546e-08 -2.4668e-07 4.83168e-08 -2.12503e-07 -4.50421e-07 -2.14487e-07 1.26017e-07 1.36252e-05 -2.75174e-07 -1.09877e-05 -3.71003e-05 2.87747e-05
internal_weight=0 85 61 3036 3008 130 2878 100 76 52 2858 2836 2808 82 58 2726 2706 2671 2647 2627 2591 2570 2541 2520 2460 71 2389 111 67 44
internal_count=3121 85 61 3036 3008 130 2878 100 76 52 2858 2836 2808 82 58 2726 2706 2671 2647 2627 2591 2570 2541 2520 2460 71 2389 111 67 44
is_linear=0
shrinkage=0.1


Tree=4529
num_leaves=31
num_cat=0
split_feature=40 130 39 132 1185 394 3 1204 132 3 42 0 133 130 4 133 133 43 0 2 43 403 13 43 401 401 1213 1213 41 33
split_gain=9.36772e-07 2.2872e-06 1.4549e-06 1.01528e-06 3.99945e-06 2.21517e-06 9.03428e-07 1.04568e-06 1.33195e-06 1.67049e-06 2.64028e-06 9.35359e-07 8.43468e-07 1.78797e-06 2.33687e-06 2.31337e-06 1.4636e-06 1.38226e-06 7.7735e-06 2.01841e-06 1.80167e-06 5.46245e-06 1.20279e-05 4.33409e-06 2.68475e-06 2.75301e-06 1.2564e-06 1.91298e-06 1.19573e-06 4.13125e-06
threshold=-0.24620999999999996 -0.22699999999999995 0.15438500000000002 -0.083174999999999985 -0.083264999999999992 0.013605000000000001 -0.042499999999999989 -0.016569999999999994 -0.43443999999999999 -0.088494999999999976 -0.062154999999999995 -0.086074999999999985 -0.22627999999999995 0.096970000000000015 0.23246000000000003 -0.41317499999999996 -0.16271999999999995 0.084740000000000024 -0.097274999999999986 0.11585500000000001 0.055925000000000009 0.0033700000000000002 -0.078279999999999975 0.05259500000000001 -0.41128499999999996 -0.099524999999999988 0.23509000000000002 0.12389500000000002 0.08690500000000001 -0.0066799999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 11 -9 -10 -11 -3 13 14 15 -6 -14 20 -19 -20 23 22 -22 24 -18 -26 27 28 29 -27
right_child=1 2 -4 4 12 -7 -8 8 9 10 -12 -13 16 -15 -16 -17 17 18 19 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=2.1572767921043123e-05 -3.2267921804677004e-05 7.5647267814409658e-07 2.6321744891382491e-05 4.3896412535104901e-05 9.765277906714394e-06 -3.7523454929690896e-05 -2.0754693335990083e-05 -1.24230427081784e-05 -6.9499709622635101e-06 5.1535149700612245e-05 3.9630895896282584e-06 -2.2898230997725478e-05 -2.5416680680633442e-05 -1.4350038289758859e-05 -1.4724453427808604e-05 4.4766125817627006e-05 3.4268218990726619e-05 -5.9840857969902571e-05 1.6721269787467463e-05 -1.8796395064176374e-05 9.0705703402446417e-05 -1.8601502862717704e-05 -8.1016718208307535e-06 -4.6477597243210768e-05 -3.6108981023408851e-05 3.8676117245423873e-05 -2.0804419572024408e-05 2.7479066833480972e-05 -1.7159508276493471e-05 3.086631444170427e-08
leaf_weight=20 22 35 21 21 58 21 26 30 28 20 28 32 23 29 23 28 23 25 48 24 22 30 28 20 21 28 28 26 39 2294
leaf_count=20 22 35 21 21 58 21 26 30 28 20 28 32 23 29 23 28 23 25 48 24 22 30 28 20 21 28 28 26 39 2294
internal_value=0 -1.39141e-07 9.04246e-08 -8.9712e-08 4.17605e-07 -6.6341e-06 -3.37442e-06 -7.62357e-07 5.41867e-06 1.24615e-05 2.37848e-05 -1.05413e-05 9.34818e-08 7.71757e-06 1.35888e-05 2.11609e-05 -2.99248e-07 -8.17403e-08 -1.17991e-05 4.88205e-06 3.62412e-07 1.51329e-05 3.53736e-05 -1.14248e-07 2.62843e-07 -5.82261e-08 2.55259e-07 5.02293e-07 2.05217e-07 4.96873e-07
internal_weight=0 3101 3079 3058 2838 220 199 173 106 76 48 67 2817 138 109 86 2679 2656 97 72 2559 80 50 2479 2459 2436 2415 2387 2361 2322
internal_count=3121 3101 3079 3058 2838 220 199 173 106 76 48 67 2817 138 109 86 2679 2656 97 72 2559 80 50 2479 2459 2436 2415 2387 2361 2322
is_linear=0
shrinkage=0.1


Tree=4530
num_leaves=31
num_cat=0
split_feature=130 39 42 13 10 1 0 15 33 48 31 45 142 16 2 2 457 0 13 159 4 3 3 128 130 43 447 130 43 43
split_gain=8.32712e-07 1.26164e-06 8.18648e-07 1.27006e-06 7.57966e-07 2.33376e-05 2.18171e-05 5.42919e-06 2.29563e-06 1.6447e-06 1.22955e-06 1.11874e-06 1.50623e-06 9.69108e-07 1.10807e-05 5.26786e-06 1.97231e-06 5.40925e-06 2.1012e-06 8.42778e-06 8.1171e-06 4.22826e-06 4.30885e-06 1.82528e-06 2.80899e-06 3.87657e-06 2.59314e-06 2.49144e-06 2.18408e-06 6.48104e-06
threshold=-0.23123999999999997 0.15619500000000003 -0.23802999999999999 0.27266500000000005 -0.0079749999999999977 0.092390000000000014 -0.10151999999999999 -0.098289999999999975 -1.0000000180025095e-35 0.085790000000000019 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 -0.056919999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11612500000000002 -0.26343999999999995 -0.16152999999999998 0.091005000000000016 0.11275500000000001 0.092670000000000016 0.013900000000000001 0.10724000000000002 0.10034000000000003 -0.052894999999999991 0.088380000000000014 0.09567500000000001 0.055925000000000009 0.0041500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 -6 -9 -10 12 -12 14 -14 -15 17 -16 19 20 -19 22 -20 24 26 -26 27 28 29 -17
right_child=1 -3 3 -5 8 6 7 9 10 -11 11 -13 13 15 16 23 -18 18 21 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.8957350165810964e-05 1.7042949337207706e-05 -2.5175645471335884e-05 -0.00010665896878208515 -2.2141580428489343e-05 3.256624094402386e-05 9.97839237204413e-05 -4.5301907901727735e-05 2.465494781736871e-05 -1.9998732122985531e-05 -1.0249132032590247e-05 2.6633811499075159e-05 -1.7678250108420959e-05 6.334436416966191e-05 -4.9025252889370441e-05 -4.5754678198136393e-05 9.5200364813361458e-08 2.5451571957546548e-05 -8.5866879126115242e-05 1.9689699158244052e-06 3.9633494218703293e-05 -7.1609273014042924e-06 3.2619439617643694e-05 -3.7707885706238031e-05 -2.7511118532856925e-05 5.5532998313927764e-05 -5.9834409671566395e-06 -3.5919816625772951e-05 -3.0519509972590541e-05 1.5551134889434716e-05 -5.4726716966384134e-05
leaf_weight=23 28 20 20 26 22 22 31 27 30 27 22 34 29 23 25 1089 32 20 1218 21 38 44 28 25 21 20 21 27 86 22
leaf_count=23 28 20 20 26 22 22 31 27 30 27 22 34 29 23 25 1089 32 20 1218 21 38 44 28 25 21 20 21 27 86 22
internal_value=0 -1.4073e-07 2.19398e-08 -1.34319e-07 5.48973e-08 -7.50658e-06 1.10266e-05 -1.19459e-05 3.86381e-07 7.20291e-06 1.40135e-07 3.52495e-07 5.70583e-07 3.64993e-07 2.14987e-06 -1.58178e-06 9.05381e-07 3.41911e-07 1.1837e-06 -1.46475e-05 -3.43009e-05 2.15321e-06 1.07736e-06 -7.49438e-07 -2.29188e-07 2.5525e-05 -1.07732e-06 -4.79529e-07 1.98064e-07 -9.90382e-07
internal_weight=0 3098 3078 3050 3024 127 107 85 2897 54 2875 2845 2811 2789 1455 1334 1426 1394 1369 79 58 1290 1246 1311 1286 41 1245 1224 1197 1111
internal_count=3121 3098 3078 3050 3024 127 107 85 2897 54 2875 2845 2811 2789 1455 1334 1426 1394 1369 79 58 1290 1246 1311 1286 41 1245 1224 1197 1111
is_linear=0
shrinkage=0.1


Tree=4531
num_leaves=31
num_cat=0
split_feature=3 1 121 366 1427 472 1428 132 1203 132 50 130 130 1213 42 132 471 471 474 0 474 52 484 49 13 160 474 1447 480 481
split_gain=7.84388e-07 2.67998e-06 3.0169e-06 1.00721e-06 8.26507e-07 1.09001e-06 2.52663e-06 8.97964e-07 2.43878e-05 1.4514e-05 4.79249e-06 1.00297e-06 1.02154e-06 1.47131e-06 2.16655e-06 1.26738e-06 8.71748e-07 1.29715e-06 9.78176e-07 4.10069e-06 3.12065e-06 3.74976e-06 2.92665e-06 2.81401e-06 3.20961e-06 3.46747e-06 2.09264e-06 1.48394e-06 1.54215e-06 8.95456e-06
threshold=0.63141500000000017 0.16540500000000002 -0.094339999999999993 0.090390000000000012 0.094380000000000006 -0.38234499999999999 0.094820000000000015 -0.083284999999999984 0.089480000000000018 -0.076764999999999986 0.097510000000000013 -0.014104999999999998 0.09364500000000002 -0.0038499999999999997 -0.015274999999999999 -0.26631499999999991 0.10338500000000002 0.093375000000000014 0.091180000000000011 -0.064754999999999993 0.087745000000000017 -0.023194999999999997 -1.0000000180025095e-35 0.084945000000000007 -0.083894999999999983 -0.046074999999999991 0.085860000000000006 -0.11565499999999999 0.086995000000000017 -0.086219999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 10 -9 11 -7 13 -13 -15 -14 17 18 20 23 26 22 -22 24 -20 -26 27 -11 -29 -30
right_child=-2 -3 3 -5 -6 6 -8 9 -10 16 -12 12 15 14 -16 -17 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-3.5416782384345428e-05 -1.8399055664738862e-05 3.6624150734496655e-05 -2.1836887374419075e-05 2.1496676725457127e-05 1.5761813792227206e-05 -1.4652362895301648e-05 2.99145385464986e-05 -8.5625712272303646e-05 0.00010825840086216062 2.3793237002022439e-05 -5.1640343426697657e-05 -6.2991499362397013e-06 6.8034765580236899e-06 4.1953490031468951e-05 -1.2318852939296493e-06 -2.339797292355191e-05 -1.9510930850747568e-05 2.5412847726329346e-05 2.314402411554641e-05 -4.171398805769498e-05 1.3253435863589404e-05 -5.4581588829610303e-06 6.670409058122979e-05 3.0848563392282812e-05 -5.1350475484429378e-05 4.1807601684757337e-06 -2.3618201645915274e-05 4.190059432261913e-07 -4.9852533846028455e-05 5.1103220102619314e-06
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leaf_count=24 23 20 23 22 33 36 28 20 21 26 20 28 33 26 21 24 23 20 21 29 20 31 21 24 23 22 38 2273 41 107
internal_value=0 1.36596e-07 -1.0049e-07 1.77045e-07 2.23509e-08 -1.50841e-07 1.67596e-08 -2.67208e-07 6.05092e-06 -7.49315e-07 -5.36587e-06 1.42996e-07 4.17809e-06 1.18473e-05 2.26579e-05 -5.91292e-06 -1.24994e-07 4.03904e-08 -1.49239e-07 -9.01176e-06 2.63213e-07 2.07868e-05 4.06306e-05 1.52562e-06 -9.13727e-06 -2.42019e-05 -3.31435e-07 3.01901e-08 -2.2501e-07 -1.01159e-05
internal_weight=0 3098 3078 3054 3032 2999 2976 2948 209 2739 188 168 132 75 47 57 2719 2696 2676 119 2557 72 41 90 66 45 2485 2447 2421 148
internal_count=3121 3098 3078 3054 3032 2999 2976 2948 209 2739 188 168 132 75 47 57 2719 2696 2676 119 2557 72 41 90 66 45 2485 2447 2421 148
is_linear=0
shrinkage=0.1


Tree=4532
num_leaves=31
num_cat=0
split_feature=132 1203 399 130 130 394 13 13 16 16 4 4 132 159 1213 403 401 1212 3 401 15 133 133 16 1208 403 1213 1210 0 1213
split_gain=8.02669e-07 4.55786e-06 3.65175e-06 8.86508e-07 3.5808e-06 2.34713e-06 1.97728e-06 4.24659e-06 2.2027e-06 5.04045e-06 4.38365e-06 3.85525e-06 1.5222e-06 1.37665e-06 1.3694e-06 1.19678e-06 1.38024e-06 1.80685e-06 5.07147e-06 1.67492e-06 5.71254e-06 3.21036e-06 3.19757e-06 5.11228e-06 4.10935e-06 3.19178e-06 3.67912e-06 1.82053e-06 5.53814e-06 1.57369e-05
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 -0.0089599999999999975 -0.004729999999999999 -0.096774999999999986 -0.011914999999999999 -0.016469999999999995 -0.11118499999999999 -0.084119999999999986 -0.085034999999999986 -0.075889999999999999 -0.020824999999999996 0.080005000000000007 0.51258500000000007 0.62200000000000011 0.13607500000000003 0.11796000000000001 -0.078084999999999988 -0.13200999999999999 0.095175000000000023 0.51114000000000004 0.40945500000000007 -0.078844999999999985 0.092250000000000013 -0.5335399999999999 0.10336000000000002 -0.065674999999999983 -0.086409999999999987 -0.085284999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 7 -2 -8 10 -10 -11 -7 -13 15 16 17 19 -19 20 -14 22 24 -24 25 -21 27 28 -27 -30
right_child=2 -3 -4 4 5 12 8 -9 9 11 -12 13 14 -15 -16 -17 -18 18 -20 21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-1.2409727086336791e-06 -6.2783714858359534e-06 -5.1355601052307526e-05 3.1233649870524748e-05 -3.2684034971787375e-05 2.877563335589782e-05 -2.7146527801440764e-05 2.6467747429032226e-05 5.3852810159090353e-05 -5.4407560118902597e-05 4.4740169353948056e-05 6.4482640300411733e-06 1.1760018101499142e-05 -1.6615308331066363e-05 -2.4490156447427581e-05 2.5951168208848688e-05 -2.1259947108639475e-05 2.5436016273618282e-05 1.2474412710179633e-05 -4.9984636580820034e-05 3.0925431752676199e-05 5.5448704808275749e-05 -3.334259809450706e-05 -1.0785639087032451e-05 4.916508497086452e-05 -3.603421885145508e-05 -2.776560873106367e-05 -3.5187192960014117e-05 -5.2901025387739364e-07 9.7936377605120382e-05 -4.199198948147872e-06
leaf_weight=196 23 20 38 34 28 21 27 24 29 24 20 22 22 20 20 27 21 26 26 33 22 29 25 33 32 24 30 2155 22 48
leaf_count=196 23 20 38 34 28 21 27 24 29 24 20 22 22 20 20 27 21 26 26 33 22 29 25 33 32 24 30 2155 22 48
internal_value=0 -5.88122e-06 4.37301e-07 2.91182e-08 -4.38028e-07 -2.3367e-08 6.64826e-06 2.44269e-05 7.63779e-07 -5.27107e-06 -2.95684e-05 1.27679e-05 -3.31613e-07 -5.50197e-06 -1.14614e-07 -3.17067e-07 -9.51443e-08 -3.07315e-07 -1.87551e-05 8.02754e-08 1.94167e-05 -2.69705e-07 1.29593e-07 2.33243e-05 -4.44336e-07 4.82571e-08 -3.98845e-07 6.52054e-08 1.36879e-05 2.79006e-05
internal_weight=0 216 2905 2867 2678 2644 189 47 142 115 49 66 2616 42 2595 2575 2548 2527 52 2475 44 2431 2402 58 2344 2312 2279 2249 94 70
internal_count=3121 216 2905 2867 2678 2644 189 47 142 115 49 66 2616 42 2595 2575 2548 2527 52 2475 44 2431 2402 58 2344 2312 2279 2249 94 70
is_linear=0
shrinkage=0.1


Tree=4533
num_leaves=31
num_cat=0
split_feature=394 394 1184 1186 1176 1186 394 394 394 394 3 1429 156 11 11 1429 1429 1429 1429 156 157 156 156 156 160 475 1375 150 157 1371
split_gain=8.82778e-07 3.29292e-06 2.64236e-06 1.13482e-06 2.34368e-06 1.1554e-06 3.73488e-06 1.26313e-06 1.02768e-06 1.13526e-06 9.54366e-07 8.99407e-07 3.02696e-06 1.26043e-06 3.2395e-06 1.88861e-06 1.40626e-06 1.18245e-06 1.25651e-06 1.77014e-06 3.53154e-06 3.4572e-06 2.04034e-06 6.92256e-06 3.3768e-06 7.24315e-06 2.80221e-06 9.2028e-06 1.78068e-06 1.52473e-06
threshold=-0.15150999999999998 -0.11103499999999998 0.088760000000000019 0.089315000000000019 1.0000000180025095e-35 0.062435000000000011 0.264685 -0.085169999999999982 -0.076319999999999985 -0.0065099999999999993 -0.082594999999999988 -0.23752499999999996 0.32523500000000005 0.095720000000000013 0.099410000000000012 -0.10379499999999998 -0.084934999999999997 -0.069929999999999978 -0.026244999999999997 0.091895000000000018 -0.075754999999999989 0.116275 0.087045000000000011 0.087610000000000007 -0.086829999999999977 -0.08230999999999998 -0.15308499999999997 0.11156000000000001 -0.0056149999999999993 0.081810000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 5 6 7 -3 -9 -10 -1 -11 13 15 -15 -13 -17 -18 -19 22 21 -21 26 -24 -25 -26 27 -20 -22 -28
right_child=1 2 -4 -5 -6 -7 -8 8 9 11 -12 12 -14 14 -16 16 17 18 19 20 28 -23 23 24 25 -27 29 -29 -30 -31
leaf_value=-3.0206695664674045e-05 4.0636310804984534e-05 1.930602920765523e-05 -3.5422822527055236e-05 2.1830457414040441e-05 -3.411923800740624e-05 -1.7579982202025549e-05 4.2466083687031646e-05 -1.9499649836992225e-05 2.2229144103577077e-05 -2.0695990655267018e-05 6.8611069309554301e-07 2.7464943081213281e-05 3.8841659552417696e-05 -4.6132356155361603e-05 3.2890860201935844e-06 -2.3754335095873104e-05 2.0515631500269855e-05 -2.5112764315053938e-05 7.4216025968780751e-05 5.4579052285307316e-05 -2.08328600031867e-05 3.2698328728505056e-06 -5.6871247345822804e-05 -3.4336481543765073e-05 4.7690292297678147e-05 -1.9724263012556229e-05 -1.5685700241522976e-07 -2.171517639908416e-05 7.6401931415248103e-06 -2.3229863303452574e-05
leaf_weight=20 20 34 21 24 20 36 21 27 23 21 20 25 20 21 36 25 28 20 20 29 30 24 28 21 30 34 2312 20 82 29
leaf_count=20 20 34 21 24 20 36 21 27 23 21 20 25 20 21 36 25 28 20 20 29 30 24 28 21 30 34 2312 20 82 29
internal_value=0 1.91619e-07 -7.26391e-08 1.71556e-07 -7.9579e-10 2.26964e-07 4.43535e-07 1.43272e-07 -8.10082e-08 1.01168e-07 -1.47603e-05 -7.70958e-08 7.56906e-08 -1.99832e-07 -1.49188e-05 1.04478e-07 -1.45892e-07 7.21394e-08 -1.41529e-07 4.62952e-08 1.00774e-05 3.13447e-05 -6.17354e-07 -1.37467e-05 4.59032e-07 1.18763e-05 5.75286e-09 2.62504e-05 1.34825e-08 -4.42682e-07
internal_weight=0 3081 3061 3040 3016 2996 2960 2939 2905 2878 40 2855 2834 2814 57 2757 2732 2707 2679 2659 165 53 2494 113 85 64 2381 40 112 2341
internal_count=3121 3081 3061 3040 3016 2996 2960 2939 2905 2878 40 2855 2834 2814 57 2757 2732 2707 2679 2659 165 53 2494 113 85 64 2381 40 112 2341
is_linear=0
shrinkage=0.1


Tree=4534
num_leaves=31
num_cat=0
split_feature=40 4 132 132 1203 0 0 12 3 1186 15 390 133 394 1186 2 13 13 150 12 150 480 481 13 481 43 12 16 16 456
split_gain=7.47342e-07 2.2293e-06 7.56106e-07 3.39037e-06 2.43761e-06 8.23564e-07 1.34331e-06 1.2296e-06 3.06464e-06 1.22078e-06 1.0645e-06 7.29018e-07 1.96431e-06 9.72318e-07 1.15433e-06 1.46575e-06 8.42833e-07 8.09657e-06 6.97878e-06 9.19314e-06 5.74753e-06 2.65305e-06 4.73837e-06 8.79792e-06 4.89736e-06 2.59616e-06 6.36467e-06 7.82011e-06 4.56748e-06 6.68177e-06
threshold=-0.24620999999999996 0.63556000000000001 -0.083174999999999985 -0.050879999999999988 0.089005000000000015 -0.098289999999999975 -0.091069999999999984 0.11418000000000002 -0.073309999999999986 -0.010834999999999999 0.084655000000000022 0.087590000000000015 -0.089569999999999983 -0.099329999999999988 1.0000000180025095e-35 0.087675000000000017 -0.085804999999999979 -0.085669999999999982 0.10874500000000002 0.084100000000000022 0.098740000000000008 -0.088394999999999987 -0.086354999999999987 -0.081224999999999978 -0.084744999999999987 0.060960000000000007 0.086915000000000006 -0.14158499999999996 -0.079109999999999986 0.088285000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -7 8 9 -8 -11 13 -13 -5 16 -16 18 -18 20 -20 25 -19 23 -23 -24 28 27 -27 -15 -30
right_child=1 -3 3 11 -6 6 7 -9 -10 10 -12 12 -14 14 15 -17 17 21 19 -21 -22 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=1.9268531757461461e-05 -1.8536887793743519e-05 -3.2595547409506425e-05 3.5798775535214293e-05 -1.6100366803732104e-05 -3.3699816109826017e-05 2.2299277137790342e-05 1.3672462076404677e-05 -2.1615122147165625e-05 3.7318552263059249e-05 -8.1674713045858144e-07 -2.5520535431992773e-05 3.5759402653638975e-05 -8.5610881797038019e-06 1.279236578556663e-05 3.3822786360321079e-05 5.0449592700099478e-07 -6.0136829194126896e-05 3.5778712317551252e-05 8.0013852600411788e-05 -6.778064653190086e-06 -5.00726912419354e-05 -8.0663811024264548e-05 4.9246821654378436e-05 1.2091371179069809e-06 -5.0481478826113346e-07 -8.7463566551377887e-05 6.5761111028013358e-06 -5.5920185494479875e-06 -1.1426304626874859e-05 4.537472160292134e-05
leaf_weight=20 25 21 27 37 27 25 24 28 20 37 33 20 20 311 23 31 23 20 26 23 22 21 20 35 1845 20 78 28 208 23
leaf_count=20 25 21 27 37 27 25 24 28 20 37 33 20 20 311 23 31 23 20 26 23 22 21 20 35 1845 20 78 28 208 23
internal_value=0 -1.24277e-07 9.71184e-08 5.30608e-07 -5.56596e-06 -1.60964e-06 9.24379e-07 -2.83881e-06 1.77292e-06 -5.78998e-06 -1.24628e-05 1.94603e-07 1.35992e-05 2.69766e-09 2.18807e-07 1.46956e-05 -7.04079e-08 -1.15358e-06 2.80829e-06 3.92748e-05 2.18641e-07 -4.54659e-07 -8.31893e-07 -2.94932e-05 2.87148e-08 1.87494e-06 -1.10549e-05 -3.97052e-05 4.88076e-06 -5.77079e-06
internal_weight=0 3101 3080 2861 219 192 167 142 114 94 70 2834 40 2794 2757 54 2703 1964 739 49 690 1941 1921 56 1865 668 126 48 542 231
internal_count=3121 3101 3080 2861 219 192 167 142 114 94 70 2834 40 2794 2757 54 2703 1964 739 49 690 1941 1921 56 1865 668 126 48 542 231
is_linear=0
shrinkage=0.1


Tree=4535
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 2 130 13 130 3 130 130 130 12 130 1213 13 42 132 1213 42 0 1213 15 1213 1213 1213 1213 4 1209
split_gain=8.70031e-07 2.2574e-05 1.44415e-05 3.62733e-06 8.96957e-07 2.43077e-06 2.22954e-06 2.13461e-06 9.57791e-07 1.73432e-06 1.57916e-06 2.00681e-06 1.61209e-06 8.70465e-06 3.07197e-06 1.36155e-06 3.90585e-06 2.91917e-06 2.69496e-06 1.49728e-06 8.87112e-06 6.75128e-06 2.60646e-06 1.76867e-05 3.11946e-06 1.53479e-06 1.89055e-06 5.57021e-06 4.52715e-06 2.11428e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.016569999999999994 0.080205000000000012 0.10250500000000003 -0.0062949999999999994 0.10737500000000001 -0.082404999999999992 0.10034000000000003 0.097445000000000018 0.091705000000000023 0.090695000000000012 0.089120000000000019 -0.24064499999999997 -0.010739999999999998 0.089810000000000015 0.14633500000000002 -0.090324999999999989 0.087505000000000013 -0.084889999999999979 -0.086394999999999986 0.085730000000000015 -0.082994999999999985 -0.074014999999999984 -0.020279999999999996 -0.011424999999999999 -0.076779999999999987 -0.084519999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 7 -7 10 -10 11 12 14 -14 15 16 17 -6 19 20 21 -17 23 -21 -24 -26 28 -28 -27 -29
right_child=2 -3 4 -5 8 6 -8 -9 9 -11 -12 -13 13 -15 -16 18 -18 -19 -20 22 -22 -23 24 -25 25 26 27 29 -30 -31
leaf_value=1.5893431607897645e-07 -8.1171420255156019e-05 0.00010466155384035251 3.7231331953080376e-05 -4.4757057266338053e-05 2.1286776515780454e-05 1.0380141817301553e-05 2.7460519396256481e-05 -3.1832792203204013e-05 -3.4935080814400206e-05 2.0302073395820723e-06 2.2532878777001902e-05 -2.9578781923982719e-05 6.7541971875471061e-05 -2.2663097696868532e-05 -3.4430396254510223e-05 8.2869087503406101e-05 -4.7530596993570017e-05 -2.1102361552038931e-05 3.6213907567019178e-05 4.418578112108662e-05 -2.4642944597210521e-05 2.5920344342011958e-06 3.4699342694903658e-05 -8.4395879188694226e-05 -1.9802056974582137e-05 4.7446415791691163e-05 -5.2771426117317335e-05 -2.5283807974574302e-05 -1.1609345485339872e-05 6.0542512379073568e-07
leaf_weight=178 22 21 24 20 33 23 21 25 22 30 31 23 20 23 26 22 23 32 21 20 33 20 26 23 39 27 20 32 25 2216
leaf_count=178 22 21 24 20 33 23 21 25 22 30 31 23 20 23 26 22 23 32 21 20 33 20 26 23 39 27 20 32 25 2216
internal_value=0 6.07782e-06 -4.58656e-07 -4.37803e-06 1.57899e-07 9.81878e-06 2.83976e-07 -1.16058e-05 -1.64477e-07 -1.3609e-05 9.11405e-08 -1.66143e-07 8.6185e-08 1.92927e-05 -2.26886e-07 1.13577e-07 -1.21138e-05 4.18278e-07 5.39889e-07 2.40586e-07 1.41566e-05 4.46419e-05 -1.89273e-07 -2.45905e-05 2.50664e-07 -1.29016e-07 2.01695e-07 -2.3055e-07 1.90542e-05 2.36895e-07
internal_weight=0 219 2902 198 2880 93 69 48 2787 52 2735 2704 2681 43 2638 2612 88 65 2524 2503 75 42 2428 43 2385 2359 2320 2268 52 2248
internal_count=3121 219 2902 198 2880 93 69 48 2787 52 2735 2704 2681 43 2638 2612 88 65 2524 2503 75 42 2428 43 2385 2359 2320 2268 52 2248
is_linear=0
shrinkage=0.1


Tree=4536
num_leaves=31
num_cat=0
split_feature=160 12 42 479 12 1447 13 403 483 1447 1447 481 1452 15 1452 1455 158 43 43 484 2 151 2 484 16 160 4 484 160 52
split_gain=7.33814e-07 5.04267e-06 4.1829e-06 2.38008e-06 6.59703e-06 1.38915e-06 5.19574e-06 3.56835e-06 3.24992e-06 1.11639e-06 1.3336e-06 1.11852e-06 9.17868e-07 2.92401e-06 2.56534e-06 2.31218e-06 1.37245e-06 3.97451e-06 3.10839e-06 1.42031e-06 6.04371e-06 3.73269e-06 4.70927e-06 2.27225e-06 3.63141e-06 2.41332e-06 2.56478e-06 1.44073e-06 1.45616e-06 4.39626e-06
threshold=-0.54913999999999985 0.089625000000000024 0.087550000000000017 0.10061500000000002 0.09364500000000002 -0.086359999999999978 -0.081659999999999996 -0.57146499999999989 0.087520000000000014 -0.084334999999999979 -0.083214999999999983 -0.15036499999999997 0.088500000000000009 -0.067579999999999987 0.082765000000000019 0.10679000000000001 0.11245500000000001 -0.011694999999999999 -0.077319999999999986 -0.093244999999999981 0.094095000000000012 -0.083844999999999989 0.084145000000000011 -0.023814999999999996 0.051380000000000002 -0.063384999999999983 -0.0060199999999999993 -0.0018849999999999997 0.10908000000000002 -0.080114999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 8 -7 -2 -9 -11 -12 14 -14 16 -15 19 18 -18 20 21 -13 -23 24 25 26 -21 -25 -29 -30
right_child=3 -3 -4 4 -6 7 -8 9 -10 10 11 12 13 15 -16 -17 17 -19 -20 23 -22 22 -24 27 -26 -27 -28 28 29 -31
leaf_value=2.5047250045417971e-05 -1.929582715906451e-05 5.0831154138515037e-05 -3.6874662964692109e-05 -5.6223635563194074e-05 1.9133926638287015e-05 -4.2324962523707652e-05 5.7266914491265202e-05 1.8073720620497412e-05 2.8999903464533747e-05 -2.4136607752869011e-05 2.0686330376170541e-05 -3.998665806648205e-05 -1.2407282911502109e-05 5.1107858286871178e-05 -3.2344936393201349e-05 6.4946407012310102e-06 -2.4798557042231551e-05 -5.1519569750198002e-05 3.0954389258113226e-05 5.7757860108655657e-06 5.2225079687357525e-05 -1.9096323303529061e-05 4.2919006265644084e-05 2.2943943317191694e-05 -4.5955490127703854e-05 2.2274470429692885e-05 -3.2522855265900336e-05 4.7135031379337883e-07 -4.582621511872276e-05 1.623796342755668e-05
leaf_weight=20 38 21 24 26 21 20 20 34 22 23 26 20 33 21 25 26 20 20 20 34 27 25 24 28 27 25 36 2369 25 21
leaf_count=20 38 21 24 26 21 20 20 34 22 23 26 20 33 21 25 26 20 20 20 34 27 25 24 28 27 25 36 2369 25 21
internal_value=0 1.0514e-05 -8.72834e-06 -2.23626e-07 -2.25532e-05 1.25159e-07 1.31262e-05 -2.29939e-07 -1.58739e-06 5.9473e-08 -1.53565e-07 3.98466e-08 -1.50107e-07 1.04086e-05 -4.57716e-07 2.64282e-05 -1.64742e-07 -1.51212e-05 3.07792e-06 1.72496e-07 1.21145e-05 -3.58094e-06 1.12785e-05 -2.74457e-07 -1.35933e-05 -4.39562e-06 -1.39207e-05 3.90668e-07 1.2918e-07 -1.74926e-05
internal_weight=0 65 44 3056 47 3009 80 2929 60 2909 2875 2852 2826 80 2746 47 2721 60 40 2661 96 69 49 2565 122 95 70 2443 2415 46
internal_count=3121 65 44 3056 47 3009 80 2929 60 2909 2875 2852 2826 80 2746 47 2721 60 40 2661 96 69 49 2565 122 95 70 2443 2415 46
is_linear=0
shrinkage=0.1


Tree=4537
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 130 158 1455 15 16 160 43 483 1 42 120 4 1456 483 51 1428 483 158 1375 160 160 2 0 16 151 1375
split_gain=7.29296e-07 2.45732e-05 1.32925e-05 5.3437e-06 9.39866e-07 7.42196e-07 1.14842e-06 3.12611e-06 8.68918e-06 4.61239e-06 4.31547e-06 1.1673e-06 4.65e-06 3.79217e-06 2.74574e-06 4.55403e-06 2.08243e-06 2.33681e-06 1.56214e-06 1.73018e-06 1.39632e-06 1.2988e-06 1.35697e-06 1.40107e-06 2.93838e-06 2.27726e-06 1.93656e-06 9.78915e-06 3.63373e-06 1.59434e-06
threshold=-0.083284999999999984 0.10450500000000001 0.12358500000000001 0.089480000000000018 -0.014104999999999998 -0.47382999999999992 -0.037084999999999993 -0.068899999999999975 0.062650000000000025 -0.14580499999999996 -0.081454999999999986 0.10143000000000001 0.16540500000000002 0.096450000000000022 1.0000000180025095e-35 0.00063500000000000004 0.12034500000000002 0.097880000000000009 -0.44986999999999994 -0.070379999999999984 0.095250000000000015 0.12794000000000003 -0.42089999999999994 0.11055500000000001 0.14906500000000003 0.09358000000000001 -0.23001499999999997 -0.092484999999999984 -0.080284999999999981 0.084665000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 -2 7 10 9 -9 -7 12 14 -13 16 -16 17 18 -8 -20 21 22 -21 26 -25 -26 27 28 -24 -28
right_child=2 -3 -4 -5 -6 6 11 8 -10 -11 -12 13 -14 -15 15 -17 -18 -19 19 20 -22 -23 23 24 25 -27 29 -29 -30 -31
leaf_value=-1.401910959531152e-05 -1.6675303651516934e-05 0.00011122685798000022 -8.1663162391123491e-05 -5.4078444554761519e-05 4.0584711339785522e-06 -3.4541870172688503e-05 -2.5090396062902681e-05 3.0972099314870626e-05 7.2558185956950188e-05 -3.4548234808343385e-05 2.0497524123389408e-05 2.4243031027574891e-06 4.6052412571126214e-05 -3.9777032927832487e-05 7.6281553970147807e-06 -5.9855402064385998e-05 -2.7868024104603904e-05 3.3797253837249067e-05 2.3647581684826946e-05 -2.4470965780148455e-05 -2.1568825700498942e-05 2.1540689842117119e-05 2.0203419150605513e-05 -4.5755508353977347e-05 -1.7953331018147496e-05 2.2279003853024431e-05 -8.0391343982195829e-08 6.959919055968081e-05 -3.1280533434694696e-05 1.5934381124793617e-05
leaf_weight=36 26 20 20 20 143 29 24 21 24 22 28 68 22 31 20 20 26 21 32 22 29 29 26 20 34 24 2167 24 29 64
leaf_count=36 26 20 20 20 143 29 24 21 24 22 28 68 22 31 20 20 26 21 32 22 29 29 26 20 34 24 2167 24 29 64
internal_value=0 5.56457e-06 -4.19929e-07 -5.05475e-06 4.22757e-07 1.43869e-07 2.96984e-07 9.7094e-06 2.43545e-05 -2.54993e-06 -7.50497e-06 -1.30226e-07 2.70587e-07 -1.07903e-05 -1.15165e-07 -2.61136e-05 2.89323e-07 5.76981e-07 3.00584e-07 5.44338e-07 2.44782e-07 5.04148e-07 2.51012e-07 4.78768e-07 -1.27029e-05 -1.30547e-06 9.23864e-07 1.63106e-05 -6.94266e-06 3.79019e-07
internal_weight=0 219 2902 199 179 2882 2856 124 67 43 57 2732 2633 99 2611 40 2571 2545 2524 2500 2468 2439 2410 2388 78 58 2310 79 55 2231
internal_count=3121 219 2902 199 179 2882 2856 124 67 43 57 2732 2633 99 2611 40 2571 2545 2524 2500 2468 2439 2410 2388 78 58 2310 79 55 2231
is_linear=0
shrinkage=0.1


Tree=4538
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 1 50 43 52 484 157 42 1419 1419 0 12 3 155 4 3 0 1420 474 401 0 403 13 43 401 2 45
split_gain=7.9108e-07 4.95978e-06 2.56301e-06 7.0915e-07 1.80706e-06 7.3364e-07 5.03848e-06 8.13854e-06 3.04864e-06 1.72432e-06 1.66472e-06 1.29315e-06 1.91469e-06 1.33649e-06 7.15493e-06 5.94107e-06 4.26161e-06 4.12832e-06 1.70931e-06 7.75201e-06 1.16345e-06 1.31143e-06 1.0406e-06 5.55169e-06 1.23911e-05 7.70512e-06 2.20073e-06 1.46312e-06 3.31179e-06 1.18193e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23123999999999997 0.16540500000000002 -0.099524999999999988 -0.095049999999999982 -0.23798499999999997 -0.065594999999999987 0.63604500000000008 0.094165000000000013 0.10848500000000001 0.089680000000000024 0.12445000000000002 0.091200000000000017 -0.098469999999999988 0.13949000000000003 -0.35136499999999998 -0.24210499999999999 0.10455500000000001 -0.079539999999999986 0.084410000000000013 0.10022000000000002 -0.083804999999999977 -0.0047449999999999992 -0.089109999999999981 -0.0098449999999999979 0.092675000000000021 0.084550000000000014 0.094030000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 -5 -8 -9 11 -10 12 13 16 17 -16 18 -15 -7 20 21 -20 27 24 -24 -25 -27 29 -29 -22
right_child=1 3 -4 4 -6 9 7 8 10 -11 -12 -13 -14 14 15 -17 -18 -19 19 -21 22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=-1.7550393859449124e-06 4.8862559335594559e-05 1.7576155234722967e-05 -3.46290249379106e-05 -3.7461046049429568e-05 -2.7377890546631534e-05 2.6574101657198908e-05 7.438224859015464e-05 2.8288399237551077e-05 5.0722881654940513e-06 -2.9404571869235955e-05 -3.3404707896393536e-05 -2.4651681018267049e-05 2.7805487654404717e-05 -4.408742641620241e-05 7.5949829482377276e-05 1.4272994121711236e-06 -3.921428932309417e-05 1.6624988971411118e-05 -8.9093584931645271e-07 -5.564750628400361e-05 1.0649574559073865e-06 -3.4675950400924195e-05 2.9592504862111214e-05 6.0014012708300224e-05 -6.4266371891090579e-05 5.3499942118327866e-06 -3.5384262584903771e-05 -9.2750677868025385e-06 4.7583896576681931e-05 -1.7999953670920203e-05
leaf_weight=195 21 23 27 20 24 24 20 28 23 20 22 21 25 24 23 20 28 21 27 25 2226 20 22 22 39 36 21 20 21 33
leaf_count=195 21 23 27 20 24 24 20 28 23 20 22 21 25 24 23 20 28 21 27 25 2226 20 22 22 39 36 21 20 21 33
internal_value=0 4.40563e-07 -5.75323e-06 8.72406e-08 -5.36508e-08 1.77992e-07 8.07308e-06 1.78654e-05 2.38129e-06 -1.50244e-07 -1.37387e-05 6.66158e-08 2.60521e-07 8.58772e-10 1.21184e-05 4.12882e-05 -4.15032e-07 -1.5755e-05 1.33513e-08 -2.40414e-07 3.16553e-07 -1.52675e-05 6.16739e-07 -7.75368e-06 -3.04156e-05 9.74479e-06 -9.65736e-06 1.12624e-06 1.98478e-05 7.86453e-07
internal_weight=0 2899 222 2878 2855 2831 113 93 73 2718 45 2698 2677 2652 88 43 2564 45 2536 2512 2487 47 2440 140 61 79 57 2300 41 2259
internal_count=3121 2899 222 2878 2855 2831 113 93 73 2718 45 2698 2677 2652 88 43 2564 45 2536 2512 2487 47 2440 140 61 79 57 2300 41 2259
is_linear=0
shrinkage=0.1


Tree=4539
num_leaves=31
num_cat=0
split_feature=46 46 1456 160 154 471 474 11 12 52 1425 155 475 157 484 43 13 151 1419 474 474 0 1427 1427 474 133 474 1429 16 3
split_gain=7.88644e-07 1.19914e-06 1.1747e-06 2.81257e-06 1.29829e-06 1.76144e-06 1.62198e-06 1.38803e-06 8.38162e-06 3.26674e-06 2.59257e-06 1.54075e-06 1.04534e-06 8.70452e-06 9.0024e-06 3.50096e-06 5.35835e-06 2.7062e-06 1.39986e-06 1.15364e-06 1.23618e-06 2.8364e-06 1.65871e-06 1.61061e-06 1.28207e-06 3.82304e-06 3.36983e-06 2.3262e-06 1.46256e-06 3.50557e-06
threshold=0.10987500000000001 0.083550000000000013 0.11510000000000002 -0.046074999999999991 0.085530000000000009 0.094575000000000006 -0.33653499999999997 0.090070000000000025 0.10149500000000002 -0.078224999999999975 0.10034500000000002 0.12862000000000004 -0.085719999999999977 -0.086394999999999986 0.085740000000000011 -0.084999999999999978 -0.076599999999999988 -0.54279999999999984 0.091465000000000005 0.11134000000000001 0.098370000000000027 -0.077639999999999987 0.089335000000000012 0.078535000000000008 0.087745000000000017 0.085355000000000014 0.085860000000000006 -0.07700499999999999 0.054560000000000004 -0.094874999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 10 -9 -10 11 12 13 -8 15 -15 -17 -14 19 20 22 -22 23 24 26 -26 27 -19 -29 -30
right_child=-2 -3 3 -5 -6 -7 7 8 9 -11 -12 -13 17 14 -16 16 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-2.5995374077562401e-05 1.8866579772624063e-05 -2.0734752359073487e-05 4.3971755408165338e-05 -6.8040775431654765e-06 2.5212129703504615e-05 -2.4064694563945053e-05 6.1486842958402124e-05 5.311283269122669e-05 -4.3590444265646516e-05 7.6276681408092958e-06 -3.61448359581118e-05 2.6972053395487212e-05 -3.7275294293976915e-05 -1.4233034262085284e-05 -6.4483591718271792e-05 6.5690505375858352e-05 -2.8291044727666307e-06 2.965790969255977e-05 -2.6711187783803327e-05 1.8425159101532314e-05 5.6166498115299666e-06 -4.3795781199324193e-05 2.3280413242900979e-05 -2.3803626817394178e-05 -7.3370502955308561e-06 4.1638694035230277e-05 -3.6995593633037062e-05 6.1407405254746077e-07 1.1682976177917089e-05 -1.1775447414715496e-05
leaf_weight=24 22 28 20 24 20 31 25 32 20 33 20 21 20 33 20 21 25 26 20 33 26 21 30 29 37 28 25 2050 83 274
leaf_count=24 22 28 20 24 20 31 25 32 20 33 20 21 20 33 20 21 25 26 20 33 26 21 30 29 37 28 25 2050 83 274
internal_value=0 -1.3393e-07 5.38986e-08 1.62758e-05 -1.81901e-07 -3.50801e-07 -1.03781e-07 1.0672e-07 1.27002e-05 -1.16999e-05 -2.66647e-07 -1.46051e-08 -2.15143e-07 8.76276e-06 -4.5514e-06 1.06213e-05 2.84516e-05 -6.27156e-07 -3.53867e-07 -1.5584e-07 -3.89074e-07 -1.64612e-05 -9.65136e-08 -3.71321e-07 -1.01984e-07 1.37602e-05 -4.68559e-07 -9.32298e-08 -4.14596e-07 -6.32153e-06
internal_weight=0 3099 3071 44 3027 3007 2976 2952 85 53 2867 2847 2826 124 99 79 46 2702 2682 2662 2629 47 2582 2552 2523 65 2458 2433 2407 357
internal_count=3121 3099 3071 44 3027 3007 2976 2952 85 53 2867 2847 2826 124 99 79 46 2702 2682 2662 2629 47 2582 2552 2523 65 2458 2433 2407 357
is_linear=0
shrinkage=0.1


Tree=4540
num_leaves=31
num_cat=0
split_feature=1429 156 1425 1417 474 156 1428 46 1429 16 12 132 2 1204 12 133 133 43 51 1209 2 11 131 157 0 483 160 15 3 0
split_gain=8.29722e-07 1.65657e-06 1.94829e-06 1.40342e-06 9.04709e-07 1.14345e-06 1.32539e-06 9.27952e-07 1.02849e-06 9.69579e-07 9.32016e-07 6.36529e-06 3.78262e-05 2.9977e-05 4.74922e-06 1.02267e-05 5.52943e-06 7.20233e-06 5.18323e-06 3.53106e-06 3.3686e-06 2.93923e-06 4.39703e-06 2.6685e-06 3.95061e-06 7.23835e-06 6.80546e-06 6.21523e-06 6.17492e-06 7.9738e-06
threshold=0.12521000000000002 0.3248100000000001 0.095135000000000011 -0.061959999999999994 -0.42010499999999995 0.12734000000000004 0.087445000000000009 0.084955000000000017 -0.12066499999999998 -0.070454999999999976 0.091715000000000005 -0.083284999999999984 0.087545000000000026 -0.077669999999999989 0.090545000000000014 0.091935000000000003 -0.020859999999999997 -0.079584999999999975 -0.42247999999999991 -0.092099999999999987 0.097385000000000013 0.083010000000000014 0.11266000000000001 -0.06482499999999998 -0.070889999999999995 0.10143000000000001 -0.016279999999999996 -0.062284999999999993 -0.053259999999999995 -0.067094999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 -6 -9 14 12 -12 -13 18 16 -16 -18 -10 -20 -14 22 -21 -15 -25 26 27 -26 29 -28
right_child=-2 -3 -4 4 5 -7 -8 9 10 -11 11 13 20 23 15 -17 17 -19 19 21 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=-2.5943324596071415e-05 2.030278652910056e-05 -2.8122011488968772e-05 2.6318106652719768e-05 2.0681528188842572e-05 -2.2495333749767661e-05 -2.2861332895858639e-05 1.8334589051450261e-05 1.1368503307424431e-06 4.9110076374095771e-05 3.0423441767197805e-05 0.00014470441760966509 -0.00012119728588004364 -4.3334912680577316e-05 2.3223354007267657e-05 -3.9049051980220934e-05 -8.4369141027891505e-05 -2.2302802220413773e-05 4.8216961925261003e-05 3.9920356755915456e-05 -1.5916054058149475e-06 6.124640341340638e-06 -3.4702663971914336e-05 3.1535229386574387e-05 7.2318595645123647e-06 7.1213842723712642e-05 -6.2893683438729068e-05 -4.0177580235194912e-05 1.2003462757093075e-06 -6.1202465142493818e-05 5.7484392005614115e-06
leaf_weight=21 20 21 28 21 21 22 39 26 21 20 21 20 21 59 34 21 30 28 21 1763 40 26 41 434 21 22 50 32 22 155
leaf_count=21 20 21 28 21 21 22 39 26 21 20 21 20 21 59 34 21 30 28 21 1763 40 26 41 434 21 22 50 32 22 155
internal_value=0 -1.30933e-07 5.99152e-08 -1.80986e-07 -2.49365e-09 -1.46801e-07 2.04414e-08 -2.2176e-07 -4.45056e-07 1.38702e-05 -2.84384e-07 2.39077e-06 2.89481e-05 -2.81258e-07 -1.49326e-06 -2.1402e-05 -7.0291e-06 1.17412e-05 -2.91499e-07 -8.51971e-07 -1.09024e-05 -1.31985e-06 -8.38723e-07 2.76065e-06 1.1203e-06 -7.66253e-06 -3.32294e-06 2.89415e-05 -1.08561e-05 -5.45303e-06
internal_weight=0 3101 3080 3052 3031 3010 2988 2949 2903 46 2882 897 82 815 1985 113 92 58 1872 1851 61 1830 1804 795 736 302 280 53 227 205
internal_count=3121 3101 3080 3052 3031 3010 2988 2949 2903 46 2882 897 82 815 1985 113 92 58 1872 1851 61 1830 1804 795 736 302 280 53 227 205
is_linear=0
shrinkage=0.1


Tree=4541
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 133 129 133 43 394 43 2 13 43 1210 43 133 13 13 1 2 133 50 52 41 33 14 147 147 16 160
split_gain=8.3991e-07 3.52357e-06 3.43943e-06 9.65875e-07 9.52503e-07 7.65279e-07 8.42578e-07 7.58881e-06 2.11282e-06 1.61734e-06 5.83181e-06 1.28668e-05 4.50109e-06 3.16558e-06 2.3686e-06 5.32607e-06 1.69046e-06 4.64647e-06 4.4173e-06 3.22936e-06 2.78505e-06 2.4985e-06 2.38349e-06 1.65192e-06 3.40526e-06 1.78942e-06 3.38182e-06 2.88152e-06 2.71067e-06 2.2824e-06
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 0.093975000000000017 -0.50375999999999987 -0.082304999999999975 -0.14717499999999997 -0.011244999999999998 -0.10421499999999999 0.062770000000000006 0.091545000000000015 -0.067719999999999989 0.055925000000000009 0.258635 0.093175000000000022 0.090665000000000009 -0.097224999999999992 -0.093839999999999993 0.077565000000000009 0.092365000000000017 -0.097509999999999986 0.091320000000000012 -0.087769999999999987 0.08690500000000001 -0.0066799999999999993 0.078235000000000013 0.099730000000000027 0.093875000000000014 -0.016164999999999995 0.51752500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -6 7 -7 -8 12 11 -11 13 16 -12 -16 18 -18 19 -10 -19 22 -20 24 -22 26 27 29 -27 -26
right_child=2 -3 -4 -5 5 6 8 -9 9 10 14 -13 -14 -15 15 -17 17 20 21 -21 23 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=4.9558526682501135e-07 1.3828733377522441e-05 -4.5999310714250896e-05 3.9836901322070679e-05 -2.2200969206529582e-05 1.6066589448420363e-05 -5.9090630361424705e-05 2.6103947153211676e-05 2.2631665727669228e-06 9.9410459806676971e-06 -7.7996902490990445e-05 3.4720833996072458e-05 2.3381597739422607e-05 3.4572463243277627e-05 -3.9731503397888447e-05 -3.3285786003951274e-05 2.5819550482992785e-05 -3.5254276960921216e-05 2.721872636578376e-05 3.5336756358763363e-05 6.1295779626865021e-05 3.5785014859776797e-05 -2.8994989376466645e-05 -6.0709538626145916e-08 -2.9057550127618013e-05 -6.1932474798722244e-07 -4.3554063302053693e-05 3.434273421792763e-05 -3.7499994366607142e-05 3.0507396261852523e-06 3.1768363905112808e-05
leaf_weight=175 50 20 22 21 29 24 31 126 25 31 21 21 38 20 31 30 38 37 23 24 26 24 110 20 1983 24 28 21 26 22
leaf_count=175 50 20 22 21 29 24 31 126 25 31 21 21 38 20 31 30 38 37 23 24 26 24 110 20 1983 24 28 21 26 22
internal_value=0 -6.01611e-06 4.47328e-07 -1.93619e-06 1.46748e-07 -9.47269e-08 -2.61873e-07 -7.55344e-06 1.50235e-07 -1.565e-07 -1.08584e-05 -3.70556e-05 4.19657e-07 -1.09844e-07 5.75445e-06 -4.21759e-06 2.16127e-07 -5.86251e-07 8.88258e-06 3.50944e-05 1.61197e-08 7.01832e-07 6.06066e-06 -4.52018e-07 -1.83422e-07 -6.27899e-07 -1.72892e-07 -6.4991e-07 -1.93196e-05 -2.63949e-07
internal_weight=0 216 2905 196 2883 2833 2804 150 2654 2623 134 52 2489 2451 82 61 2431 2225 206 49 2187 157 133 2150 2130 2104 2054 2026 50 2005
internal_count=3121 216 2905 196 2883 2833 2804 150 2654 2623 134 52 2489 2451 82 61 2431 2225 206 49 2187 157 133 2150 2130 2104 2054 2026 50 2005
is_linear=0
shrinkage=0.1


Tree=4542
num_leaves=31
num_cat=0
split_feature=1200 128 128 128 42 132 394 16 0 42 12 1203 1185 3 403 1209 3 1 42 16 401 401 402 402 3 2 4 1446 160 2
split_gain=8.08581e-07 1.20871e-06 2.76814e-06 2.45602e-06 2.13158e-06 1.83926e-06 2.06507e-06 2.51522e-06 4.30059e-06 2.58493e-06 1.72349e-06 1.13739e-06 2.07766e-06 1.34005e-06 3.39472e-06 4.70888e-06 2.71799e-06 9.67328e-06 7.60294e-06 3.63925e-06 2.85698e-06 4.33822e-06 3.5406e-06 4.38553e-06 2.35701e-06 8.69334e-06 1.24262e-05 6.7565e-06 6.14658e-06 1.15445e-05
threshold=0.089190000000000005 0.089035000000000017 0.09445000000000002 0.079650000000000012 -0.14803999999999998 -0.10047999999999999 -0.078674999999999981 -0.080954999999999985 -0.079459999999999989 -0.11051499999999999 0.08815000000000002 0.091650000000000009 -0.089384999999999978 -0.082594999999999988 -0.5341999999999999 -0.083969999999999989 -0.083344999999999989 0.090965000000000004 0.09112000000000002 -0.015314999999999997 0.10632500000000002 0.090205000000000021 0.11174500000000002 0.098505000000000023 -0.078724999999999976 0.084885000000000002 -0.080364999999999978 0.085345000000000018 -0.089549999999999991 0.087855000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4 -7 -8 -9 -10 -5 12 -6 16 -15 -16 20 18 19 -18 21 22 23 -14 25 -17 -27 28 -28 -30
right_child=-2 2 5 10 11 6 7 8 9 -11 -12 -13 13 14 15 24 17 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-2.7998745786640538e-05 1.412638293231794e-05 -3.9751531858200906e-05 -3.0801557256511713e-05 4.1602065175538886e-06 -2.7594256329798049e-05 -1.9894103087218743e-05 3.3143933464528125e-05 -3.9783198467159226e-05 4.1990303543570917e-05 -4.4220780546311291e-06 4.5675202272832394e-05 1.8412369488922144e-05 1.6379153741623172e-06 -3.3216367131844343e-05 3.4947309488112908e-05 1.097298371548363e-05 -4.7736119057617543e-06 -4.221801238600165e-05 8.8814186819945466e-05 4.8801056220240542e-05 3.8906354056962307e-05 -4.126023735201064e-05 -3.6942877831398107e-05 4.4963893098307991e-05 5.4264377397447019e-07 -8.2362629070433164e-05 2.4587504033345853e-05 -6.7200629537182984e-05 -7.06391736696424e-05 -2.4659403774421662e-06
leaf_weight=27 40 24 21 20 27 35 29 21 20 30 20 34 880 33 36 148 32 20 20 21 20 24 23 24 1239 28 49 20 31 125
leaf_count=27 40 24 21 20 27 35 29 21 20 30 20 34 880 33 36 148 32 20 20 21 20 24 23 24 1239 28 49 20 31 125
internal_value=0 -1.8339e-07 -8.13496e-06 3.09985e-07 -3.40585e-08 -3.27087e-06 1.01168e-06 8.32871e-06 -1.80709e-06 1.41429e-05 2.49177e-05 2.32366e-07 1.16086e-08 2.804e-07 -1.45415e-06 -8.28756e-07 3.06643e-06 1.93977e-05 3.62788e-05 1.64541e-05 1.50226e-06 7.15633e-07 1.80239e-06 2.78816e-06 -1.61408e-06 -8.27789e-06 -1.95393e-05 -1.17213e-05 -6.30863e-06 -1.60132e-05
internal_weight=0 3081 180 2901 2861 156 135 100 71 50 40 2834 2800 2773 1709 1676 1064 93 73 53 971 951 927 904 1640 401 253 225 205 156
internal_count=3121 3081 180 2901 2861 156 135 100 71 50 40 2834 2800 2773 1709 1676 1064 93 73 53 971 951 927 904 1640 401 253 225 205 156
is_linear=0
shrinkage=0.1


Tree=4543
num_leaves=31
num_cat=0
split_feature=130 12 147 142 11 147 148 1 45 1429 156 1425 1426 1348 147 151 47 0 16 3 47 131 9 33 132 1 132 394 133 2
split_gain=8.24273e-07 2.38904e-06 8.02022e-07 1.55027e-06 1.9315e-06 1.8752e-06 1.80141e-06 1.0703e-06 1.37914e-06 1.74423e-06 2.76595e-06 1.02651e-06 1.60807e-06 1.18759e-06 1.53597e-06 1.15806e-06 1.02586e-06 7.26634e-06 2.12263e-05 8.04395e-06 6.38081e-06 1.53822e-06 1.43969e-06 4.42064e-06 1.57746e-06 3.24182e-05 1.26128e-05 5.47173e-06 2.06178e-06 1.81065e-06
threshold=-0.23647499999999996 0.23631000000000002 0.11204500000000002 -0.057499999999999989 -0.014494999999999999 0.095485000000000014 -0.098399999999999974 0.15799000000000005 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 0.087660000000000016 0.088610000000000008 -0.082829999999999973 0.092165000000000011 -0.10224499999999999 -0.18708499999999997 -1.0000000180025095e-35 0.089785000000000018 0.13767000000000004 0.092235000000000011 -1.0000000180025095e-35 -0.083284999999999984 0.089475000000000013 -0.076764999999999986 0.0041850000000000004 -0.22627999999999995 -0.045829999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 9 -8 11 12 13 14 16 -16 20 18 -18 -19 21 22 23 -11 25 27 -26 -25 -28 -30
right_child=1 -3 -4 4 5 -7 7 -9 -10 10 -12 -13 -14 -15 15 -17 17 19 -20 -21 -22 -23 -24 24 26 -27 28 -29 29 -31
leaf_value=-2.0235994070390008e-05 2.7779697170444709e-05 3.2966785114364359e-05 -1.9580013620378895e-05 -2.9675855566066191e-05 -2.5449126061565561e-05 2.3414235743878049e-05 -2.9466856531144004e-05 -2.0567951021803312e-05 1.9137964409310373e-05 4.5106303613548255e-05 3.7226069107418883e-05 -2.0686551245792849e-05 2.8337301628198475e-05 -2.3810552894636721e-05 2.4990042129502398e-06 3.6529245771816935e-05 1.29932573423614e-06 -3.0612616841156163e-06 -0.0001209505889164575 6.357905045661028e-05 5.5315882006349665e-05 -2.6365796094813216e-05 -2.0236430218039247e-05 3.9317847101581436e-07 -7.9702834591444122e-05 0.00012267475113648371 1.3288217473115896e-05 -5.4620330688305253e-05 -2.4628785262569683e-05 -2.7718411066358354e-07
leaf_weight=20 20 22 21 22 28 34 20 25 38 22 20 24 20 21 20 20 49 192 20 20 21 22 34 130 20 22 112 21 31 2030
leaf_count=20 20 22 21 22 28 34 20 25 38 22 20 24 20 21 20 20 49 192 20 20 21 22 34 130 20 22 112 21 31 2030
internal_value=0 1.30507e-07 -1.04114e-07 2.96312e-08 -1.53055e-07 6.22968e-08 -2.03956e-07 3.53347e-08 2.11191e-07 -3.75874e-08 1.67423e-07 -9.25463e-08 8.22879e-08 -1.1903e-07 5.95489e-08 1.95141e-05 -2.23839e-07 -5.94849e-06 -3.41354e-05 3.22556e-06 4.28748e-07 -4.28679e-08 1.96234e-07 4.87151e-07 7.22647e-08 9.2655e-06 -6.52965e-07 -7.25771e-06 7.45993e-08 -6.43462e-07
internal_weight=0 3101 3079 3058 3038 3016 2982 2954 2929 2891 2871 2851 2827 2807 2786 40 2746 281 69 212 2465 2444 2422 2388 2366 173 2193 151 2173 2061
internal_count=3121 3101 3079 3058 3038 3016 2982 2954 2929 2891 2871 2851 2827 2807 2786 40 2746 281 69 212 2465 2444 2422 2388 2366 173 2193 151 2173 2061
is_linear=0
shrinkage=0.1


Tree=4544
num_leaves=31
num_cat=0
split_feature=33 47 47 9 0 47 1456 3 47 484 3 131 400 1209 1208 1208 1210 128 50 133 1213 128 128 132 40 39 1209 52 3 3
split_gain=1.07056e-06 9.13033e-07 9.11333e-06 5.59053e-06 1.26162e-05 2.98764e-06 1.36395e-06 1.54308e-06 3.09863e-06 2.12222e-06 1.54123e-06 1.32186e-06 1.31667e-06 1.16871e-06 1.31019e-06 1.62822e-06 1.70849e-06 1.28679e-06 2.81435e-06 2.29057e-06 3.31982e-06 3.09012e-06 2.1329e-06 1.98375e-06 1.67752e-06 1.52253e-06 1.5448e-06 2.40404e-06 1.70537e-06 5.31899e-06
threshold=-0.009184999999999997 0.094160000000000008 0.096475000000000019 0.087755000000000014 -0.063634999999999983 0.091340000000000018 -0.077604999999999993 -0.078934999999999991 0.10280000000000002 -0.051889999999999999 -0.070649999999999977 0.13767000000000004 0.12955000000000003 0.14268500000000003 0.11253500000000001 0.10233500000000001 -0.14310999999999999 0.089035000000000017 0.090150000000000022 0.089405000000000012 -1.0000000180025095e-35 0.10724000000000002 0.079650000000000012 0.12663000000000002 -0.24134999999999998 0.10940500000000002 0.088060000000000013 0.088005000000000014 -0.083489999999999995 -0.083784999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 11 -4 -8 -9 -10 -11 12 13 14 15 16 -2 22 19 20 -19 -22 23 24 -18 26 28 -28 29 -26
right_child=1 2 6 4 -6 -7 7 8 9 10 -12 -13 -14 -15 -16 -17 17 18 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-1.8490849423312372e-05 -2.1040603725197847e-05 6.8919110422679554e-05 -2.1587066756183052e-05 -9.5383514744753486e-05 3.1958577892510223e-06 3.875881029671291e-05 -6.7960775901645745e-06 4.5638975716428835e-05 2.7076671153002782e-05 -2.4365646626392847e-05 3.5400710629274774e-06 -2.3905194393591958e-05 2.3488210232850784e-05 2.4041522992774846e-05 -2.5720888370415196e-05 2.5898302840232646e-05 -2.7002473809096212e-05 -4.0754301066044724e-05 1.5090619313663671e-05 -4.8116402249434036e-05 2.5042082155171861e-05 -2.1589793383706517e-05 2.4410721488419696e-05 -3.1146454034569615e-05 2.2355058939006591e-06 1.9608315637058349e-05 1.9099553134228934e-06 4.4553130774147579e-05 -2.1686355824500739e-06 5.2069141317836264e-05
leaf_weight=31 39 21 25 20 37 20 104 20 31 25 95 23 24 20 20 24 22 25 35 20 30 27 37 20 810 42 39 20 1393 22
leaf_count=31 39 21 25 20 37 20 104 20 31 25 95 23 24 20 20 24 22 25 35 20 30 27 37 20 810 42 39 20 1393 22
internal_value=0 1.85502e-07 5.23413e-06 -3.99766e-07 -3.13934e-05 2.51649e-07 7.76177e-07 2.8092e-06 8.65101e-06 3.75194e-06 -2.27362e-06 -3.44372e-08 1.71268e-07 -4.03034e-08 -2.23784e-07 -2.80289e-08 -2.69111e-07 4.95708e-08 -9.3772e-06 -1.7773e-05 -1.03722e-05 2.9533e-06 5.86563e-07 2.14311e-07 4.81438e-07 7.41389e-07 3.94449e-07 1.63653e-05 -2.90465e-08 3.55322e-06
internal_weight=0 3090 321 2769 57 2712 300 275 171 151 120 2692 2669 2645 2625 2605 2581 2542 137 102 82 57 2405 2368 2348 2326 2284 59 2225 832
internal_count=3121 3090 321 2769 57 2712 300 275 171 151 120 2692 2669 2645 2625 2605 2581 2542 137 102 82 57 2405 2368 2348 2326 2284 59 2225 832
is_linear=0
shrinkage=0.1


Tree=4545
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 33 47 47 47 1 484 0 1 47 2 1 42 151 156 150 151 43 13 456 456 1446 151 151 151 130 2
split_gain=9.15391e-07 3.31189e-06 3.16845e-06 9.17911e-07 8.86588e-07 9.68314e-07 6.79476e-06 4.82081e-06 1.07601e-05 1.28714e-06 1.36109e-06 1.51541e-06 5.68681e-06 4.6113e-06 2.98378e-06 2.28385e-06 1.09135e-06 4.35129e-06 8.53347e-06 3.38874e-06 5.20352e-06 3.76221e-06 1.57408e-06 3.48191e-06 2.23892e-06 1.7079e-06 3.48803e-06 2.13374e-06 1.48672e-06 1.34537e-06
threshold=-0.083449999999999983 0.089480000000000018 -0.087384999999999977 0.093975000000000017 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.089640000000000011 0.093575000000000019 -0.078424999999999981 -0.019414999999999998 0.099990000000000009 0.107145 0.092755000000000018 0.111945 0.087885000000000019 -0.088279999999999983 0.087515000000000009 0.10874500000000002 -0.090769999999999976 -0.088004999999999986 -0.081224999999999978 0.091580000000000009 0.089235000000000023 0.11787500000000002 -0.085764999999999994 -0.085134999999999975 -0.08422499999999998 -0.23123999999999997 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 7 -7 16 -9 -8 11 13 -13 15 -14 -11 17 18 19 20 -6 -22 23 24 25 -18 -27 -28 -29 -30
right_child=2 -3 4 -5 5 6 9 8 -10 10 -12 12 14 -15 -16 -17 22 -19 -20 -21 21 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=4.5463916194421473e-08 3.8273061165289784e-05 -4.5044227008474997e-05 -1.6641765626357688e-05 -2.2080372842278202e-05 3.1351588410776956e-05 5.6781805354451846e-05 -1.505295972880803e-05 -8.677392239405891e-05 1.5714875605356479e-05 3.6343883459180474e-05 -2.0758824757649566e-05 6.2043107427598449e-05 -2.7094283969593864e-05 -4.4651630659722114e-05 1.2454162288611436e-05 -6.0972581081841781e-06 -2.15070024416108e-05 -2.1792519481478898e-05 7.1960496864883922e-05 4.2125080763071314e-05 -5.4363516981192374e-05 -1.8639807835941798e-06 2.1413900313663444e-05 -3.8472732315616059e-05 3.2317591936654413e-05 3.7790081743575385e-05 -3.3054059676942416e-05 2.6237384446132985e-05 -2.2936133642189024e-07 -2.3562511078125681e-05
leaf_weight=175 22 20 31 21 29 24 41 20 21 21 20 20 24 21 93 32 38 38 23 20 21 39 33 24 21 24 20 21 2139 25
leaf_count=175 22 20 31 21 29 24 41 20 21 21 20 20 24 21 93 32 38 38 23 20 21 39 33 24 21 24 20 21 2139 25
internal_value=0 -6.28063e-06 4.66982e-07 -2.32516e-06 1.78486e-07 3.61315e-07 5.77594e-06 -2.6573e-07 -3.42797e-05 1.27542e-06 4.17353e-06 6.53678e-06 1.27652e-05 -4.99426e-06 4.34166e-06 1.0719e-05 2.88771e-07 8.02555e-06 1.66095e-05 4.92999e-06 -3.42846e-06 -2.02388e-05 -2.72104e-07 -5.81636e-07 -1.84177e-07 -4.85252e-07 -1.26873e-07 -5.39575e-07 -2.4196e-07 -4.98922e-07
internal_weight=0 216 2905 196 2883 2852 296 2556 41 272 231 211 137 74 117 53 2515 170 132 109 89 60 2345 2312 2288 2267 2229 2205 2185 2164
internal_count=3121 216 2905 196 2883 2852 296 2556 41 272 231 211 137 74 117 53 2515 170 132 109 89 60 2345 2312 2288 2267 2229 2205 2185 2164
is_linear=0
shrinkage=0.1


Tree=4546
num_leaves=31
num_cat=0
split_feature=130 10 3 40 4 10 4 9 33 45 47 9 97 47 12 148 447 47 47 13 484 13 1 1 16 1 16 2 147 131
split_gain=8.13955e-07 2.35759e-06 3.43473e-06 1.8048e-06 1.85167e-06 9.07507e-07 1.0973e-05 1.72188e-06 7.17659e-06 9.89748e-07 9.09547e-07 5.43866e-06 1.07476e-05 5.42653e-06 6.82336e-06 1.3918e-06 2.138e-06 1.32559e-06 1.26729e-06 1.22544e-06 2.29686e-06 2.54673e-06 1.68897e-06 3.86852e-06 3.03987e-06 1.19188e-06 1.17068e-06 3.59555e-06 2.05573e-06 1.04509e-06
threshold=-0.23647499999999996 -0.38124499999999995 -0.0063699999999999989 -0.24134999999999998 0.63113500000000011 -0.011559999999999999 0.053180000000000012 0.092235000000000011 -0.012019999999999998 0.094030000000000016 0.092165000000000011 -0.013509999999999999 -0.084074999999999983 0.097970000000000015 0.090695000000000012 -0.10069499999999999 0.094580000000000011 0.089640000000000011 0.10154500000000001 -0.07743499999999999 -0.075319999999999984 -0.085804999999999979 0.107145 0.11751000000000002 -0.042349999999999992 0.13265500000000002 -0.54656499999999986 0.096325000000000008 0.092070000000000013 0.13767000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 8 -7 10 11 12 -10 14 -12 -13 17 26 -15 20 -20 -22 24 -24 -21 -25 27 -17 29 -28
right_child=1 3 -4 4 -6 7 -8 -9 9 -11 13 15 -14 18 -16 16 -18 -19 19 22 21 -23 23 25 -26 -27 28 -29 -30 -31
leaf_value=-2.0108938479097563e-05 5.360872355595348e-05 -2.9404721906411438e-05 -4.2959075168861697e-06 -5.3619951728478554e-05 2.7678886711631395e-05 6.0010968445567416e-05 2.8564172690135879e-05 -2.1998612662303328e-05 -1.665662288587555e-05 -1.6575573620593157e-05 -7.5218235787874818e-05 2.4082467219462464e-05 8.463024665120015e-05 2.4224960591146513e-05 1.8100581141682243e-06 1.1016891189881236e-05 -2.9817590060095731e-05 -2.2737109597073871e-05 -1.8671872987852114e-05 -5.2171030802128371e-05 1.6323490492654042e-06 4.2518746430687322e-05 2.7971257848989671e-05 -2.9280418539985538e-05 -2.4730108307835508e-06 2.0014138975793251e-06 5.7849354967860791e-07 -4.6957726872278734e-05 2.7162518168113132e-05 -2.1318260223779362e-05
leaf_weight=20 20 21 21 32 24 20 33 35 20 36 23 24 22 21 23 23 24 25 24 20 39 25 33 29 32 21 2360 20 29 22
leaf_count=20 20 21 21 32 24 20 33 35 20 36 23 24 22 21 23 23 24 25 24 20 39 25 33 29 32 21 2360 20 29 22
internal_value=0 1.29689e-07 2.39503e-05 -1.89475e-07 1.24072e-08 -2.07823e-07 -1.18957e-05 4.97061e-08 3.14437e-07 -9.7974e-08 1.09509e-07 7.08779e-07 3.63984e-05 -5.19919e-06 -3.67041e-05 1.15599e-07 -1.14207e-07 1.73361e-07 7.40252e-07 -1.47131e-06 7.71029e-06 1.76036e-05 -7.45635e-06 1.39698e-06 -2.15876e-05 -1.6142e-05 4.0676e-07 -1.5948e-05 6.98447e-07 3.76257e-07
internal_weight=0 3101 41 3060 3039 3015 65 2950 2915 2895 2859 2569 42 290 46 2527 2503 2479 244 223 88 64 135 83 52 50 2454 43 2411 2382
internal_count=3121 3101 41 3060 3039 3015 65 2950 2915 2895 2859 2569 42 290 46 2527 2503 2479 244 223 88 64 135 83 52 50 2454 43 2411 2382
is_linear=0
shrinkage=0.1


Tree=4547
num_leaves=31
num_cat=0
split_feature=33 448 0 1 1 1 13 1210 1 13 1374 16 4 0 13 1 157 52 2 15 15 15 132 1203 394 2 480 480 50 1446
split_gain=1.08309e-06 8.74107e-07 2.68543e-06 9.71707e-07 1.47061e-05 1.43765e-05 5.96103e-05 3.52485e-06 3.01484e-06 8.23584e-06 4.59267e-06 4.53229e-06 2.41553e-06 4.8783e-06 3.02019e-06 3.31512e-06 5.34084e-06 4.98691e-06 2.68457e-06 2.29871e-06 8.16459e-06 3.8912e-06 2.23431e-06 3.15601e-05 1.74809e-05 2.27559e-06 2.16351e-06 2.78258e-06 2.59567e-06 2.10146e-06
threshold=-0.009184999999999997 0.068920000000000023 -0.26609999999999995 0.09253500000000002 0.091785000000000019 0.093700000000000019 -0.074519999999999989 -0.42132499999999995 0.096255000000000021 -0.078704999999999983 -1.0000000180025095e-35 -0.059624999999999991 -0.046564999999999988 -0.075934999999999989 -0.069964999999999986 0.10022000000000002 -0.04831499999999999 -0.55692499999999978 0.10774000000000002 -0.015039999999999998 1.0000000180025095e-35 -0.042209999999999991 -0.083284999999999984 0.089165000000000008 0.11233000000000001 0.084055000000000005 0.11704500000000002 0.10272000000000002 0.13276000000000002 0.10916500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -5 -4 9 -7 -10 -11 13 -12 -15 -16 -17 -18 -19 21 -21 -14 23 25 26 -9 27 28 29 -24
right_child=1 -3 3 5 -6 8 -8 22 10 11 12 -13 19 14 15 16 17 18 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.8598781635744438e-05 3.513471032916145e-05 -2.0651465092669241e-05 3.9649302677637687e-05 -4.0289578494897188e-05 -7.312747811088879e-05 3.594181911012129e-05 0.00018748889975540807 -3.1230511780854109e-05 4.9001797597156839e-05 -1.3267311013835076e-05 4.2764715552137304e-05 -7.0494473558937906e-05 -2.6016295636966977e-06 -2.4462669038753537e-05 4.5796828930005657e-05 -2.9334908067666119e-05 5.2004448904578263e-05 -1.9668470732510963e-05 2.6638745696670541e-05 -7.374491558039155e-05 1.0498277569476395e-06 3.1873294001343308e-05 -7.2829334207301802e-07 0.00012847680486004266 -9.2346284785500235e-05 6.1140882148959606e-07 -3.0414633905214335e-05 2.9034475822697914e-05 2.586001167451792e-05 -2.3639439307483307e-05
leaf_weight=31 22 20 22 27 28 20 20 27 20 31 37 25 507 33 21 36 27 31 21 20 54 35 1699 20 21 133 24 32 36 41
leaf_count=31 22 20 22 27 28 20 20 27 20 31 37 25 507 33 21 36 27 31 21 20 54 35 1699 20 21 133 24 32 36 41
internal_value=0 1.86589e-07 3.22342e-07 7.10718e-08 -1.14422e-06 2.69433e-06 5.66374e-05 -1.63422e-07 -6.74623e-08 -1.91423e-05 1.65425e-06 -3.88152e-05 5.02245e-07 9.87628e-06 2.67586e-06 9.26094e-06 2.58917e-06 1.71369e-05 -9.67479e-07 -2.63258e-06 -1.9165e-05 -3.75389e-07 -5.94253e-07 1.00424e-05 -1.62749e-06 -4.76192e-06 -5.87596e-07 -1.91661e-07 -7.18258e-07 -1.26815e-06
internal_weight=0 3090 3070 3048 2083 965 47 2055 918 76 842 56 822 206 169 136 115 79 52 616 74 542 2033 180 1853 160 1832 1808 1776 1740
internal_count=3121 3090 3070 3048 2083 965 47 2055 918 76 842 56 822 206 169 136 115 79 52 616 74 542 2033 180 1853 160 1832 1808 1776 1740
is_linear=0
shrinkage=0.1


Tree=4548
num_leaves=31
num_cat=0
split_feature=33 132 1203 394 9 4 124 124 0 1 12 12 45 0 123 0 13 0 15 15 15 402 2 160 15 15 4 15 15 51
split_gain=8.77307e-07 9.17329e-07 4.39064e-06 3.8707e-06 9.58869e-07 1.63757e-06 7.99492e-07 1.76267e-06 2.05438e-06 1.22176e-06 1.08733e-06 4.22732e-06 2.81193e-06 1.80299e-06 3.80714e-06 2.18838e-06 3.54057e-06 3.09255e-06 1.14792e-06 7.92378e-06 5.05272e-06 3.8568e-06 3.5831e-06 3.11386e-06 3.03627e-06 2.77031e-06 4.99214e-06 2.93669e-06 3.26746e-06 8.76424e-06
threshold=-0.009184999999999997 -0.083449999999999983 0.089480000000000018 0.12358500000000001 0.088235000000000022 0.40945500000000007 -0.086844999999999992 -0.087424999999999989 -0.09515499999999999 0.102705 -0.010834999999999999 -0.040564999999999997 0.084355000000000013 -0.14723999999999998 0.086935000000000026 -0.09515499999999999 -0.085669999999999982 -0.080119999999999983 -0.10203999999999998 -0.11033999999999998 -0.096999999999999989 0.086535000000000015 0.084715000000000013 -0.0094199999999999978 -0.094549999999999981 -0.092489999999999989 -0.0052149999999999992 -0.091604999999999978 -0.088429999999999995 0.092545000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 8 9 -3 11 13 18 14 -8 16 -15 -17 19 21 -20 22 23 -12 -22 26 -26 -27 29 -29
right_child=1 3 -4 -5 5 -7 10 -9 -10 -11 12 -13 -14 15 -16 17 -18 -19 20 -21 24 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-1.6738904777148197e-05 -1.5626590073698399e-06 6.6467001661727594e-07 -5.0749350363048515e-05 4.2424751229025952e-05 3.619809962401632e-05 1.003324657106602e-06 -5.2743249161721908e-05 3.4582061423515412e-05 -1.4764192670363148e-05 3.5199774099510254e-05 -5.0355121225038601e-05 -4.6359300995391095e-05 2.9841861950785643e-05 -1.6636707940571277e-06 8.2198383963605883e-06 -3.3043957429042842e-05 4.953144198225346e-05 2.5115673246279494e-06 -3.7911754609214969e-05 5.7555149578547574e-05 2.9078890469723516e-05 -4.0545187333745642e-05 1.0800862537241849e-05 4.1638662547814995e-06 9.0133305472287858e-06 3.3344581788696813e-05 -5.4233088025494704e-05 4.8343577818939042e-06 3.046311914585321e-07 -6.7802625814622914e-05
leaf_weight=31 196 21 20 22 20 39 20 21 38 20 20 24 32 35 21 31 22 116 36 27 35 21 171 22 24 26 26 46 1912 26
leaf_count=31 196 21 20 22 20 39 20 21 38 20 20 24 32 35 21 31 22 116 36 27 35 21 171 22 24 26 26 46 1912 26
internal_value=0 1.67938e-07 -6.11698e-06 6.40292e-07 3.17971e-07 1.29338e-05 5.14722e-08 8.83138e-06 1.98626e-06 1.75111e-05 -2.74555e-07 -6.30643e-06 3.94824e-07 -2.38288e-06 -2.15183e-05 1.46295e-06 1.80958e-05 -4.98654e-06 8.83791e-10 6.2605e-06 -7.6578e-07 3.41885e-07 4.37301e-06 -2.17976e-05 -1.27472e-07 -6.23696e-07 -2.38748e-05 -4.53104e-08 -4.8288e-07 -2.13957e-05
internal_weight=0 3090 216 2874 2852 59 2793 100 79 41 2693 269 2424 245 41 204 57 147 2392 261 2131 234 213 42 2095 2060 50 2010 1984 72
internal_count=3121 3090 216 2874 2852 59 2793 100 79 41 2693 269 2424 245 41 204 57 147 2392 261 2131 234 213 42 2095 2060 50 2010 1984 72
is_linear=0
shrinkage=0.1


Tree=4549
num_leaves=31
num_cat=0
split_feature=11 33 142 9 3 147 49 447 1373 1374 43 43 1371 1375 150 1429 133 457 483 159 12 12 4 12 1454 43 42 42 51 42
split_gain=8.58192e-07 3.69534e-06 9.40045e-07 8.90394e-07 1.55715e-06 8.28936e-07 8.02735e-06 1.86915e-06 7.83798e-07 1.87545e-06 1.10416e-06 7.14489e-06 5.89835e-06 4.18626e-06 3.42024e-06 2.82958e-06 3.96146e-06 3.07295e-06 3.2494e-06 7.58016e-06 3.54798e-06 3.89798e-06 4.83799e-06 3.39864e-06 5.06407e-06 3.84091e-06 3.25283e-06 7.08479e-06 1.01275e-05 1.0248e-05
threshold=-0.011194999999999998 -0.012019999999999998 -0.057499999999999989 0.09055500000000001 -0.0043399999999999992 0.095485000000000014 -0.043469999999999995 0.09227500000000001 -1.0000000180025095e-35 -0.08070999999999999 -0.082389999999999977 -0.08287499999999999 0.083235000000000017 -0.07273499999999998 0.10699000000000002 0.084855000000000014 0.087720000000000006 0.085360000000000005 0.098395000000000024 0.11084000000000001 0.093965000000000007 0.10463500000000002 -0.085409999999999986 0.090545000000000014 0.07931500000000001 -0.095589999999999994 0.083595000000000017 0.087885000000000019 -0.025069999999999999 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 7 -7 8 -4 -10 11 12 14 -12 15 17 -17 18 19 20 23 22 -22 24 26 -25 -11 28 -28 -30
right_child=1 2 3 4 -6 6 -8 -9 9 10 13 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=1.7751034768783335e-05 -3.9241747011449964e-05 -2.0446207872737433e-05 -1.7924114490597277e-05 -1.4832414049594483e-06 3.4272181697555689e-05 -1.914787648157442e-05 6.2111839542922095e-05 -2.9867713913388018e-05 2.4686725907574123e-05 3.0554725292721072e-06 -4.1117554568560229e-05 5.9344215712671534e-05 5.3797071848835218e-05 -7.3942505811266059e-07 -3.4229864533179875e-05 -2.708769989112625e-06 5.6038761249510573e-05 3.2166009909165688e-05 3.1626485191996577e-05 -5.1388061839471427e-05 7.1404942500521431e-05 -2.4750712191234929e-06 1.3210515511900668e-05 -8.4949057117926219e-06 3.8615680161205219e-05 -5.9122943872827581e-05 4.1829651650004965e-06 8.6199224793837586e-06 -2.2093244236505904e-05 -0.00012211320163714844
leaf_weight=27 24 22 24 29 21 31 20 21 31 201 26 22 21 2063 28 24 22 28 28 31 20 80 50 43 29 23 32 59 21 20
leaf_count=27 24 22 24 29 21 31 20 21 31 201 26 22 21 2063 28 24 22 28 28 31 20 80 50 43 29 23 32 59 21 20
internal_value=0 -1.54902e-07 1.50663e-07 2.99328e-07 1.3534e-05 7.86026e-08 1.27187e-05 -1.40143e-07 7.32125e-08 2.22053e-07 -4.21073e-08 3.16317e-06 1.53688e-06 -1.24198e-06 5.18121e-08 1.40186e-06 2.53879e-05 -2.57319e-07 -1.68252e-06 -3.21397e-06 -6.30237e-07 1.26041e-05 2.98375e-05 -5.26845e-06 -1.4635e-06 -2.6138e-05 -4.95388e-06 -1.71499e-05 -3.79776e-05 -7.08835e-05
internal_weight=0 3094 3070 3048 50 2998 51 2947 2926 2902 2871 782 760 2089 739 711 46 665 637 609 578 150 70 428 362 66 333 132 73 41
internal_count=3121 3094 3070 3048 50 2998 51 2947 2926 2902 2871 782 760 2089 739 711 46 665 637 609 578 150 70 428 362 66 333 132 73 41
is_linear=0
shrinkage=0.1


Tree=4550
num_leaves=31
num_cat=0
split_feature=448 447 447 1426 1426 147 147 447 0 45 11 33 1 1 42 1 1 12 1 1210 1429 481 484 43 157 132 1203 399 1374 1
split_gain=7.3069e-07 2.30823e-06 9.93828e-07 9.54702e-07 1.57309e-06 8.6625e-07 1.24868e-06 1.07176e-06 9.75228e-07 1.07599e-06 6.54479e-06 2.96988e-06 9.24633e-07 1.50755e-05 5.88075e-05 1.26865e-05 6.08545e-06 7.52172e-06 3.85741e-06 2.84306e-06 2.47629e-06 2.16821e-06 7.98372e-06 5.22168e-06 7.84669e-06 2.39595e-06 2.73475e-05 1.6687e-05 2.12241e-06 2.40778e-06
threshold=0.068920000000000023 0.094005000000000019 0.089395000000000016 -0.094284999999999994 -0.052649999999999995 0.090115000000000015 0.099730000000000027 0.083875000000000019 -0.24955499999999997 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.09253500000000002 0.094090000000000021 0.087665000000000007 0.091785000000000019 0.096255000000000021 0.095175000000000023 0.096860000000000016 -0.42132499999999995 -0.012159999999999999 -0.086484999999999992 -0.081614999999999979 -0.025214999999999998 -0.081579999999999986 -0.083284999999999984 0.089165000000000008 0.091580000000000009 0.089635000000000006 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 8 -6 10 -10 -12 15 14 -14 19 17 -15 -18 -13 -20 22 23 24 -21 26 -23 28 29 -27
right_child=-2 -3 -4 4 5 6 -8 -9 9 -11 11 12 13 16 -16 -17 18 -19 20 21 -22 25 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=2.0349868420858598e-05 -1.9052664029004518e-05 2.6841364956453617e-05 -1.5620470269534898e-05 -2.1489498120739454e-05 1.8722935637275181e-05 -3.1322705624569648e-05 3.5907649726141243e-06 1.9149204131281298e-05 5.110175436129794e-05 -1.9537834780944002e-05 -3.5317569806162893e-05 3.554700508009939e-05 0.00018997186583874284 -6.3328856589523096e-05 -2.6130211485638835e-05 -6.9214322691011517e-05 4.2102275999596995e-05 8.5896878842434565e-06 3.129862903733738e-05 1.3685817512768237e-05 -7.9418375982016814e-07 -4.3843140460171236e-06 5.3977333123894465e-05 3.0945807308550383e-05 -7.285910156952013e-05 -4.9746973909323965e-08 0.00011982026402620251 -7.6445887831747916e-05 2.5623726243542604e-05 -1.0826555706175821e-05
leaf_weight=23 20 32 41 34 28 21 20 30 25 28 24 22 20 33 34 27 23 26 25 22 628 156 33 24 20 1379 20 30 29 244
leaf_count=23 20 32 41 34 28 21 20 30 25 28 24 22 20 33 34 27 23 26 25 22 628 156 33 24 20 1379 20 30 29 244
internal_value=0 1.22882e-07 -1.55708e-07 5.36895e-08 -1.01656e-07 1.43106e-07 -1.42917e-05 3.45095e-07 1.5057e-07 -3.04976e-08 1.61558e-07 -2.902e-07 1.05718e-08 2.91072e-06 5.39076e-05 -1.13012e-06 -8.35986e-07 -3.16359e-05 1.85218e-06 -2.01226e-07 4.34484e-07 -6.03096e-07 1.38167e-05 -6.26356e-06 -2.7526e-05 -1.37143e-06 9.72984e-06 -2.53304e-06 -1.19079e-06 -1.66992e-06
internal_weight=0 3101 3069 3028 3005 2971 41 2930 2900 2872 2844 2819 2795 789 54 2006 735 59 676 1979 653 1957 99 66 42 1858 176 1682 1652 1623
internal_count=3121 3101 3069 3028 3005 2971 41 2930 2900 2872 2844 2819 2795 789 54 2006 735 59 676 1979 653 1957 99 66 42 1858 176 1682 1652 1623
is_linear=0
shrinkage=0.1


Tree=4551
num_leaves=31
num_cat=0
split_feature=132 132 1203 472 1429 1426 1428 1429 475 157 51 2 4 157 1374 16 43 1373 1373 1375 1375 150 147 448 48 157 43 1429 481 481
split_gain=8.88116e-07 4.34345e-06 3.78945e-06 7.13632e-07 2.09058e-06 1.09023e-06 1.44698e-06 2.78906e-06 6.47066e-06 1.17728e-06 5.99798e-06 5.60069e-06 5.65131e-06 4.54248e-06 3.90692e-06 9.73999e-06 3.74665e-06 3.11148e-06 6.32816e-06 4.09228e-06 2.45906e-06 1.33814e-06 2.7563e-06 2.41379e-06 1.7567e-06 1.08601e-06 2.31823e-06 2.34746e-06 1.11394e-06 2.65275e-06
threshold=-0.083174999999999985 -0.050879999999999988 0.089005000000000015 -0.38234499999999999 -0.23587499999999997 -0.081389999999999976 -0.071779999999999997 -0.012159999999999999 -0.024084999999999999 -0.087424999999999989 -0.085534999999999986 0.10402500000000002 -0.0047449999999999992 -0.086394999999999986 0.087855000000000016 -0.087659999999999988 -0.083879999999999996 1.0000000180025095e-35 0.087970000000000007 -0.42089999999999994 -0.085004999999999983 0.12706500000000001 0.097985000000000017 1.0000000180025095e-35 -0.09386499999999999 -0.081579999999999986 -0.085594999999999991 0.084690000000000015 -0.15265499999999996 -0.086484999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 -7 8 -8 10 -9 12 16 -11 17 -16 -12 19 -19 -15 -21 22 23 24 -22 26 -26 -28 -27 -30
right_child=1 3 -4 4 5 6 7 9 -10 13 11 -13 -14 14 15 -17 -18 18 -20 20 21 -23 -24 -25 25 28 27 -29 29 -31
leaf_value=-1.2343055284593272e-06 4.0388006958959593e-05 -1.7080036741390359e-05 -4.1207162656873051e-05 3.1671437877938453e-05 -2.0787551786270344e-05 -2.6613396948960146e-05 -1.6260338595832135e-05 -5.2339050758886374e-05 4.9599160359191181e-05 4.2792782245669518e-05 3.1354725033452274e-05 -3.1937140097598415e-05 5.9503278895466464e-05 -4.0099475230817918e-05 9.9368910959559513e-06 -6.6285279499425089e-05 -2.5314618785289767e-05 6.8044231848034546e-05 -1.1505522297738936e-05 3.1155559484502119e-05 -2.940539683550014e-05 2.2799652941347843e-05 -2.6726601175285298e-05 3.2659303115392304e-05 4.0431980306450334e-05 -1.8542538430210698e-05 -1.8767121131262415e-05 2.6434167821207666e-05 2.3257209071818246e-05 -2.7383238221834241e-07
leaf_weight=195 27 24 27 21 25 20 26 26 35 25 20 34 22 25 38 30 28 20 20 26 20 26 38 23 21 32 27 20 49 2151
leaf_count=195 27 24 27 21 25 20 26 26 35 25 20 34 22 25 38 30 28 20 20 26 20 26 38 23 21 32 27 20 49 2151
internal_value=0 4.6681e-07 -6.09587e-06 9.15062e-08 2.3621e-07 2.69777e-09 1.88193e-07 3.80871e-07 2.15279e-05 -9.32078e-08 -9.37939e-06 1.36052e-06 1.75337e-05 3.72714e-07 -4.05757e-08 -2.36905e-05 -1.70239e-06 6.03218e-07 2.82694e-05 1.52996e-07 5.66606e-07 2.36189e-07 -1.01989e-08 4.23102e-07 1.03519e-07 3.60118e-07 1.28095e-05 4.6747e-07 -1.91628e-08 2.50268e-07
internal_weight=0 2899 222 2872 2848 2827 2802 2782 61 2721 130 104 70 2591 2566 68 48 2498 40 2458 2433 2407 2381 2343 2320 2300 68 47 2232 2200
internal_count=3121 2899 222 2872 2848 2827 2802 2782 61 2721 130 104 70 2591 2566 68 48 2498 40 2458 2433 2407 2381 2343 2320 2300 68 47 2232 2200
is_linear=0
shrinkage=0.1


Tree=4552
num_leaves=31
num_cat=0
split_feature=1429 156 1429 157 1429 1429 156 4 4 156 156 484 13 1371 1375 157 155 42 3 4 45 11 33 150 147 147 151 40 3 3
split_gain=7.74665e-07 2.52357e-06 1.04105e-06 3.18521e-06 2.04079e-06 7.86146e-07 1.07476e-06 3.77987e-06 1.75869e-06 1.63784e-06 6.20934e-06 3.10711e-06 6.04221e-06 2.38731e-06 5.15196e-06 1.48955e-06 2.68589e-06 2.36974e-06 1.911e-06 1.70342e-06 1.27926e-06 3.87003e-06 2.13649e-06 1.52673e-06 2.70666e-06 2.42428e-06 1.3032e-06 1.19036e-06 1.28167e-06 2.10134e-06
threshold=-0.23752499999999996 0.32523500000000005 -0.081904999999999992 -0.049319999999999996 -0.069929999999999978 -0.026244999999999997 0.091895000000000018 -0.49013999999999996 -0.046564999999999988 0.087045000000000011 0.087610000000000007 0.087235000000000021 -0.08231999999999999 0.084775000000000017 -0.15308499999999997 -0.075754999999999989 0.10022500000000002 0.087665000000000007 -0.077564999999999981 0.50996500000000011 0.094030000000000016 -1.0000000180025095e-35 -0.012019999999999998 0.12706500000000001 0.097985000000000017 0.092070000000000013 -0.29526499999999994 0.10394000000000002 -0.24190499999999995 -0.16726499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 9 -8 -9 13 -11 12 -12 14 -7 19 17 -17 -18 -10 21 -16 -23 24 25 26 -24 28 -28 -30
right_child=1 -3 4 -5 5 6 7 8 15 10 11 -13 -14 -15 20 16 18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-1.8698626081459225e-05 7.7556321940619465e-06 3.5539548262022438e-05 2.9201854416290493e-05 -3.9366141167052917e-05 -1.8491879018256441e-05 3.6954068606351752e-05 4.2824624691862626e-05 -2.5290931585329545e-05 3.8023319890271524e-05 -5.2146308961051423e-05 4.5588798990744793e-05 -2.8489813387120825e-05 -1.4802420716748472e-05 -3.0051762080172643e-05 4.3948935817752507e-05 1.6822665274958126e-06 3.8662472816213269e-05 -4.4499610276034225e-05 -4.5289736590348186e-06 -1.2967026040397202e-07 -1.8595968441405676e-05 -3.1976729674386749e-05 -1.8725642100152245e-05 2.6280197983975418e-05 -2.9543729056791973e-05 3.4021554754525864e-05 -1.6463466373295432e-05 -1.867774546870792e-05 2.3781374376341822e-05 3.7349395972110462e-07
leaf_weight=22 32 20 24 26 23 38 26 21 25 29 30 26 37 26 20 25 20 20 21 22 37 21 37 22 31 21 44 33 39 2303
leaf_count=22 32 20 24 26 23 38 26 21 25 29 30 26 37 26 20 25 20 20 21 22 37 21 37 22 31 21 44 33 39 2303
internal_value=0 1.32738e-07 -9.72509e-08 -1.33679e-05 1.57532e-07 -7.50552e-08 6.73748e-08 7.55704e-06 1.60277e-06 -4.15137e-07 -1.17459e-05 8.52035e-07 1.22384e-05 1.02212e-07 3.98509e-07 5.84914e-06 -1.97436e-06 -1.8843e-05 1.654e-05 2.01645e-05 -1.34125e-07 1.31564e-07 -2.11967e-07 5.16936e-08 -1.78381e-07 1.8913e-07 -1.00153e-07 1.84734e-07 4.45615e-07 7.63292e-07
internal_weight=0 3099 3079 58 3021 2997 2974 180 154 2794 122 93 67 2672 2646 133 86 45 41 47 2608 2571 2551 2530 2508 2477 2456 2419 2386 2342
internal_count=3121 3099 3079 58 3021 2997 2974 180 154 2794 122 93 67 2672 2646 133 86 45 41 47 2608 2571 2551 2530 2508 2477 2456 2419 2386 2342
is_linear=0
shrinkage=0.1


Tree=4553
num_leaves=31
num_cat=0
split_feature=156 472 1208 1208 1209 1209 1209 1209 401 13 402 16 1211 1211 1204 400 1211 42 1212 1210 15 12 1213 1213 402 42 12 403 12 402
split_gain=7.98405e-07 1.2664e-06 7.66516e-07 2.01961e-06 1.12369e-06 1.80749e-06 1.19975e-06 1.05584e-06 9.63722e-07 4.36485e-06 2.57842e-06 1.96819e-06 1.55632e-06 1.89112e-06 1.01728e-06 2.05855e-06 1.08971e-06 1.94971e-06 1.13831e-06 8.25956e-06 3.42017e-06 5.18329e-06 1.13793e-06 1.56428e-06 1.24201e-06 4.79462e-06 4.55368e-06 1.04717e-06 9.03504e-06 1.18452e-05
threshold=0.3248100000000001 -0.097514999999999977 0.11846000000000001 0.10480500000000002 -0.092099999999999987 -0.085894999999999985 -0.077594999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.069964999999999986 -0.42321999999999993 -0.072359999999999994 0.11541000000000001 0.10809000000000001 0.058775000000000008 0.12955000000000003 0.087635000000000005 -0.016354999999999998 -0.089544999999999986 -0.14310999999999999 0.089295000000000013 0.091475000000000015 0.11076500000000002 0.089630000000000015 -0.089154999999999998 0.087075000000000014 0.089085000000000011 -0.08670499999999999 0.083985000000000018 0.088090000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8 9 -9 -10 -11 13 14 15 16 18 -18 20 -20 -12 -22 23 24 25 26 -21 28 -26 -30
right_child=-2 2 -4 -5 5 6 7 8 10 11 12 -13 -14 -15 -16 -17 17 -19 19 22 21 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=2.5219961025868545e-05 -1.8562723277642839e-05 1.8433142643268431e-05 1.7072306260300908e-05 -2.6434889163095347e-05 -2.935602744747441e-05 2.106890921688184e-05 -1.8771548590545234e-05 -5.1181171620555695e-05 2.9070689396898923e-05 -1.9973955758083008e-05 -5.8926171578621978e-06 1.7475398701410287e-05 2.4423720420740068e-05 -3.0795560669503174e-05 -2.1859657863387838e-05 3.219898309907876e-05 -1.0440085925438326e-05 2.9128555683421315e-05 -6.0336557560177701e-05 -3.2000646913527614e-05 6.8684811158163948e-05 -3.3102515953942207e-06 -1.8878976484870693e-05 2.7953402623097644e-05 4.6000396250747146e-05 5.4477034209412525e-05 2.5556817451745573e-05 9.0823744744098609e-09 -6.1122582335451406e-06 -9.0346576434967581e-05
leaf_weight=20 23 33 26 29 21 27 30 20 31 23 54 36 26 20 21 20 20 33 23 27 20 20 32 20 25 20 28 2272 101 20
leaf_count=20 23 33 26 29 21 27 30 20 31 23 54 36 26 20 21 20 20 33 23 27 20 20 32 20 25 20 28 2272 101 20
internal_value=0 1.37809e-07 -2.51679e-08 -1.70821e-07 8.1133e-08 -1.21414e-07 8.53647e-08 -1.0721e-07 8.50734e-08 -1.0809e-05 3.88861e-07 2.8765e-06 7.1539e-08 -1.56543e-07 6.58008e-08 2.3415e-07 -1.31859e-09 1.4197e-05 -2.84005e-07 -6.79638e-07 1.05244e-05 3.26873e-05 -1.40499e-07 9.81129e-08 -1.25355e-07 1.25482e-05 -2.69867e-06 -5.18455e-07 -8.72781e-06 -2.00353e-05
internal_weight=0 3098 3078 3052 3023 2990 2969 2942 2912 79 2833 59 2802 2776 2756 2735 2715 53 2662 2568 94 40 2545 2513 2493 75 55 2418 146 121
internal_count=3121 3098 3078 3052 3023 2990 2969 2942 2912 79 2833 59 2802 2776 2756 2735 2715 53 2662 2568 94 40 2545 2513 2493 75 55 2418 146 121
is_linear=0
shrinkage=0.1


Tree=4554
num_leaves=31
num_cat=0
split_feature=34 12 33 40 9 44 46 1446 479 481 3 481 133 4 1456 133 403 1447 1447 481 1447 482 403 403 1210 0 1365 1210 4 4
split_gain=7.58441e-07 4.65013e-06 4.12472e-06 2.46047e-06 2.20779e-06 9.33091e-07 2.53994e-06 8.13734e-07 1.75773e-06 9.15237e-07 2.2313e-06 1.51176e-06 7.15473e-06 1.03605e-05 9.82879e-07 5.9515e-06 3.45155e-06 1.83399e-06 3.0776e-06 1.48484e-06 1.62719e-06 1.58489e-06 1.34547e-06 2.10908e-06 1.84228e-06 1.30976e-06 1.18887e-06 1.18959e-06 1.16669e-06 1.51556e-05
threshold=-0.057544999999999992 -0.040564999999999997 -1.0000000180025095e-35 -0.07632499999999999 -0.08619499999999998 0.099360000000000018 0.081930000000000017 -0.09143999999999998 0.10713500000000002 -0.15689499999999998 -0.082234999999999989 -0.086484999999999992 0.086910000000000015 -0.04890499999999999 0.085790000000000019 0.11224500000000003 -0.55327499999999985 -0.086304999999999979 -0.084334999999999979 -0.079279999999999975 -0.082229999999999984 -0.223575 -0.54856499999999986 -0.5335399999999999 -0.3960249999999999 -0.088774999999999979 0.088010000000000019 -0.094799999999999982 0.056795000000000005 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 -4 9 10 -9 12 13 -11 16 25 -13 -18 -19 -20 -21 -22 -23 -24 -25 -16 27 -26 29 -29
right_child=2 -3 5 -5 -6 -7 -8 8 -10 11 -12 14 -14 -15 15 -17 17 18 19 20 21 22 23 24 26 -27 -28 28 -30 -31
leaf_value=2.9477033376679176e-05 -4.5554632197308824e-05 4.601481106692518e-05 -1.8786697435881135e-05 -3.018173748235616e-05 -1.003673536498325e-05 -1.724929368852064e-05 3.570664364815457e-05 8.4198026888770974e-06 2.2056689587973072e-05 3.6485528562479884e-05 -3.8816848646092692e-05 3.8674345792653344e-05 6.3132984810397908e-05 -6.0967469373736094e-05 -1.6148459440046282e-05 -5.497163726886356e-05 -2.4027124348435793e-05 2.9094849014654756e-05 -2.7489409458212321e-05 2.4753433612764081e-05 -2.2163161334405729e-05 -2.4722475162971847e-05 2.4851242682523342e-05 -2.9719394435579448e-05 1.9275741801867563e-05 7.8325971945916914e-06 2.3168392321663718e-05 -5.5651709117671822e-07 3.7519761455128848e-06 -7.8954469616292051e-05
leaf_weight=26 20 25 23 24 31 31 20 20 36 24 20 23 21 20 32 23 32 36 20 26 33 22 34 21 31 79 22 1804 517 25
leaf_count=26 20 25 23 24 31 31 20 20 36 24 20 23 21 20 32 23 32 36 20 26 33 22 34 21 31 79 22 1804 517 25
internal_value=0 8.31389e-06 -2.92302e-07 -3.32219e-06 7.98709e-06 9.95091e-09 1.90463e-07 -5.08158e-08 9.67108e-08 -1.77313e-07 -1.51985e-05 3.38813e-08 1.51092e-05 -7.81129e-06 -3.18598e-07 -8.67405e-06 1.04543e-07 -2.3366e-07 6.01998e-08 -3.48899e-07 -1.34773e-07 -3.92682e-07 -1.02526e-07 1.18191e-07 -2.29298e-07 9.19139e-07 2.88477e-08 -1.85317e-07 -4.42475e-07 -1.62811e-06
internal_weight=0 106 3015 81 57 2995 2964 2944 2921 2885 40 2845 65 44 2780 134 2646 2623 2591 2555 2535 2509 2476 2454 2420 111 2399 2377 2346 1829
internal_count=3121 106 3015 81 57 2995 2964 2944 2921 2885 40 2845 65 44 2780 134 2646 2623 2591 2555 2535 2509 2476 2454 2420 111 2399 2377 2346 1829
is_linear=0
shrinkage=0.1


Tree=4555
num_leaves=31
num_cat=0
split_feature=1447 1447 403 43 52 42 1447 1447 1209 1447 1444 1447 42 1447 483 12 42 12 15 158 4 45 154 474 1420 51 0 48 4 47
split_gain=7.74109e-07 4.69088e-06 2.50726e-06 4.73558e-06 2.41677e-06 4.76787e-06 1.90858e-06 1.83979e-06 1.53663e-06 1.07318e-06 2.24722e-06 1.14371e-06 4.32072e-06 2.68882e-06 9.77843e-07 4.54107e-06 4.08434e-06 2.9264e-06 4.2557e-06 1.13152e-06 2.1824e-06 1.1457e-06 1.01316e-06 1.75064e-06 1.5923e-06 1.27946e-06 4.35503e-06 3.76909e-06 3.2309e-06 1.2446e-06
threshold=-0.086849999999999997 -0.086279999999999982 -0.5492149999999999 -0.040344999999999992 0.26746000000000009 0.084695000000000006 -0.085644999999999985 -0.084334999999999979 -0.097919999999999993 -0.082824999999999982 -0.079374999999999987 -0.072479999999999989 0.088295000000000012 -0.051529999999999992 0.10143000000000001 0.10124000000000001 0.22070000000000004 0.094435000000000005 -0.077219999999999983 -0.25150999999999996 -0.021294999999999998 0.10331000000000001 0.084190000000000001 -0.26322499999999993 1.0000000180025095e-35 0.123935 -0.087974999999999984 0.12474000000000002 0.19806500000000002 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 -1 -4 -8 -9 -10 -11 12 -12 -13 16 17 19 18 -16 20 -15 22 23 -21 25 27 -27 29 -29 -25
right_child=1 2 6 -5 -6 -7 7 8 9 10 11 13 -14 14 15 -17 -18 -19 -20 21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-1.4911817366160772e-06 -4.5251566552906299e-05 -7.1890269787723402e-06 -3.0340759552754684e-05 5.3210909278277544e-05 -2.0872906368367694e-05 5.5393613721484463e-05 2.808557019900194e-05 -2.7261242662678429e-05 -1.727107143807416e-05 3.3505884348414836e-05 1.7127916883055151e-05 3.5761672708239142e-05 -4.7092944392220075e-05 7.7853811380919065e-06 1.6940702272012672e-05 -5.2493179721295755e-05 4.4141910872158844e-05 2.6923231364760015e-05 -3.8334735169579899e-05 -2.3455678319805884e-05 -3.1925533221510705e-05 2.1917402038222159e-05 2.1841946060400613e-05 4.403568914470461e-07 2.6273253404170925e-05 -5.3013580964034193e-05 8.6920751831106219e-07 5.903709516587696e-05 3.502935274727034e-06 -7.6228683260957215e-06
leaf_weight=41 23 27 21 25 20 23 23 21 36 20 20 21 22 25 26 20 21 28 30 32 31 24 21 2165 23 20 60 20 22 210
leaf_count=41 23 27 21 25 20 23 23 21 36 20 20 21 22 25 26 20 21 28 30 32 31 24 21 2165 23 20 60 20 22 210
internal_value=0 -2.61916e-07 8.14029e-08 2.18494e-05 9.46972e-06 1.89518e-05 -3.0075e-07 -8.62512e-08 -3.08305e-07 -1.12926e-07 1.02975e-07 -1.32174e-07 -1.65116e-05 1.13605e-07 -1.55873e-07 -9.6692e-06 2.1413e-07 5.26984e-07 -1.26711e-05 -1.33584e-07 -1.41974e-05 1.6968e-07 -3.31747e-08 -2.13182e-07 8.19613e-08 -1.59288e-07 -1.26015e-05 2.52535e-07 2.99478e-05 -2.72602e-07
internal_weight=0 3037 3014 52 84 64 2962 2941 2918 2897 2861 2841 42 2799 2778 104 2674 84 56 2653 56 2597 2573 2552 2520 2497 80 2417 42 2375
internal_count=3121 3037 3014 52 84 64 2962 2941 2918 2897 2861 2841 42 2799 2778 104 2674 84 56 2653 56 2597 2573 2552 2520 2497 80 2417 42 2375
is_linear=0
shrinkage=0.1


Tree=4556
num_leaves=31
num_cat=0
split_feature=33 9 3 34 104 9 132 1186 1185 1203 132 45 52 50 156 475 1428 15 1429 2 2 3 4 2 52 403 51 12 4 16
split_gain=7.62345e-07 1.05508e-06 4.37484e-06 1.23679e-06 1.52215e-06 1.16285e-06 7.71644e-07 2.0841e-05 1.25894e-05 2.81007e-06 1.09953e-06 7.51779e-07 8.16879e-07 7.34689e-07 7.25371e-07 1.47562e-06 2.53666e-06 4.10057e-06 1.1414e-06 8.92336e-07 9.43758e-06 7.1684e-06 4.05917e-06 7.98316e-06 8.97107e-06 6.85991e-06 2.96434e-06 2.8953e-06 2.3743e-06 6.85978e-06
threshold=-0.044254999999999996 0.091600000000000015 -0.13309499999999996 -0.097449999999999981 0.086600000000000024 0.081890000000000004 -0.083284999999999984 0.0044650000000000011 -0.087384999999999977 0.085960000000000023 -0.050879999999999988 0.094030000000000016 0.62951500000000016 0.093975000000000017 0.3248100000000001 0.051590000000000004 -0.020064999999999996 -0.011389999999999999 0.12387000000000002 0.096325000000000008 0.095195000000000016 -0.076514999999999986 -0.072334999999999997 0.10188000000000001 -1.0000000180025095e-35 -0.44023999999999991 -0.08824499999999999 0.096395000000000022 -0.011559999999999999 -0.15012499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 9 -8 13 -10 12 14 -5 15 18 -17 -18 19 20 28 -22 23 24 -21 -24 -25 -28 29 -12
right_child=1 2 -4 4 -6 -7 8 -9 10 -11 11 -13 -14 -15 -16 16 17 -19 -20 22 21 -23 25 26 -26 -27 27 -29 -30 -31
leaf_value=1.8549323795014064e-05 2.4902051599156039e-05 2.068323389349561e-05 -3.6886517100907502e-05 3.0303985891052812e-06 -2.6255489291315826e-05 2.359368522233819e-05 -7.9521225707139827e-05 0.00010038054343091237 2.0982532823836664e-05 -3.3201303913615292e-05 -6.066582113817276e-05 -1.405220492224065e-05 -1.9077715015472761e-05 -1.7414960821042767e-05 -1.7410842954869502e-05 -1.4752097486052661e-05 2.3472658877263138e-06 6.2088467961984869e-05 -2.3174632310872856e-05 1.2736251000415695e-05 -5.6231743110402022e-06 -8.9275582476624376e-05 -5.5236603665517501e-05 2.6422737182380815e-05 0.0001006131686673533 1.5198853623902201e-06 -2.4592545936078145e-05 2.0375348218034821e-05 5.2858149411013062e-06 -1.5602587026384871e-06
leaf_weight=22 20 22 33 145 22 21 20 21 25 29 20 38 22 20 23 20 27 20 21 26 20 21 22 33 21 665 45 21 577 1079
leaf_count=22 20 22 33 145 22 21 20 21 25 29 20 38 22 20 23 20 27 20 21 26 20 21 22 33 21 665 45 21 577 1079
internal_value=0 -1.3169e-07 -1.38586e-05 1.16333e-07 -4.75941e-08 1.44469e-07 -2.07216e-08 5.75006e-06 -4.69282e-07 -4.49345e-06 1.06479e-07 -8.5326e-08 1.1249e-07 5.52173e-07 2.71147e-07 4.25311e-07 1.50762e-05 2.77691e-05 4.35112e-08 2.34719e-07 -1.06824e-06 -4.84695e-05 2.92041e-06 1.80629e-05 5.20004e-05 -2.97644e-07 1.95119e-06 -1.02846e-05 9.13363e-08 -2.63588e-06
internal_weight=0 3099 55 3044 3024 3002 2981 215 2766 194 2746 2721 2683 165 2661 2638 67 47 2571 2550 1717 41 833 146 47 687 99 66 1676 1099
internal_count=3121 3099 55 3044 3024 3002 2981 215 2766 194 2746 2721 2683 165 2661 2638 67 47 2571 2550 1717 41 833 146 47 687 99 66 1676 1099
is_linear=0
shrinkage=0.1


Tree=4557
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1425 12 4 10 16 10 33 42 124 12 0 45 13 3 1 43 1 2 457 39 16 150 456 447 447
split_gain=7.49478e-07 4.93993e-06 2.76428e-06 7.79945e-07 2.40523e-06 9.6661e-07 7.15965e-07 2.09633e-06 9.75051e-07 6.0797e-06 8.49303e-06 1.70625e-06 9.00879e-07 8.0028e-07 1.68525e-06 5.37226e-06 2.57751e-06 2.00193e-06 2.64319e-06 2.55169e-06 1.93653e-06 1.36255e-06 3.08208e-06 1.33416e-06 2.035e-06 4.97388e-06 1.01779e-06 4.14828e-06 2.63721e-06 1.33159e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 0.10129000000000002 0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 -0.094984999999999986 -0.012019999999999998 0.095885000000000012 -0.082254999999999981 -0.010834999999999999 -0.14649999999999996 0.091170000000000015 -0.085584999999999981 -0.012304999999999998 0.13756000000000004 -0.05647499999999999 0.13707500000000003 -1.0000000180025095e-35 0.084365000000000009 0.086380000000000012 -0.072359999999999994 0.12640500000000002 -0.085409999999999986 0.094005000000000019 0.089395000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 8 9 10 12 -10 -5 23 15 -15 21 19 -19 -17 -20 22 -16 24 25 -13 28 -28 29 -24
right_child=1 3 -4 4 -6 -7 -8 -9 11 -11 -12 13 -14 14 16 17 -18 18 20 -21 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.4476837575271838e-06 4.8753841838333756e-05 -1.9602755526193508e-05 -3.5588036256807824e-05 1.2408000009145327e-05 3.4771151549648491e-05 -2.001329155897717e-05 -1.7430299672212088e-05 2.9712867694797753e-05 2.639956012717448e-05 2.5737877689552439e-05 -7.4489283561736874e-05 6.3951701761089639e-05 -1.5953172320829858e-05 -5.1682949366785087e-05 3.3962161261216455e-05 -5.0704184771651255e-06 3.0600093474017092e-05 7.6699259130522445e-06 -4.5211270207801139e-05 4.0379056666833573e-05 -7.3108781699764745e-06 -1.9504472194447383e-05 1.9594921574151214e-07 -1.5935269417847545e-05 6.9388161136885184e-08 1.6961895515564581e-06 1.7543552842523372e-05 -4.3315502944096812e-05 3.6424622521735728e-05 -2.4532162917074113e-05
leaf_weight=195 21 20 27 24 20 24 23 24 25 33 24 21 21 26 27 30 28 43 26 21 28 35 2144 21 70 33 21 24 20 22
leaf_count=195 21 20 27 24 20 24 23 24 25 33 24 21 21 26 27 30 28 43 26 21 28 35 2144 21 70 33 21 24 20 22
internal_value=0 4.2884e-07 -5.59989e-06 7.62252e-08 2.13937e-07 -2.95955e-08 1.40841e-07 2.85641e-07 3.03994e-08 -9.56488e-06 -2.64488e-05 3.97648e-07 -8.27214e-07 1.51418e-07 -2.6831e-07 -9.76034e-06 4.43286e-07 -2.39556e-06 -1.08288e-05 1.36441e-05 -2.55592e-05 7.5039e-08 3.7853e-07 7.37363e-06 1.13211e-05 2.59067e-05 -2.79056e-08 -1.49146e-05 2.78545e-07 -5.52135e-08
internal_weight=0 2899 222 2878 2858 2838 2814 2791 2767 102 69 2665 45 2640 2495 174 2321 148 97 51 54 2293 2258 145 124 54 2231 45 2186 2166
internal_count=3121 2899 222 2878 2858 2838 2814 2791 2767 102 69 2665 45 2640 2495 174 2321 148 97 51 54 2293 2258 145 124 54 2231 45 2186 2166
is_linear=0
shrinkage=0.1


Tree=4558
num_leaves=31
num_cat=0
split_feature=156 474 132 1203 393 50 4 49 43 1204 399 42 45 150 2 15 448 148 0 48 48 52 4 3 3 0 12 49 457 2
split_gain=7.87377e-07 1.18926e-06 7.57031e-07 2.02401e-05 1.16198e-05 4.18859e-06 8.51813e-07 1.62075e-06 8.01867e-07 1.22918e-06 2.33257e-06 8.6542e-07 7.62489e-07 7.92931e-07 6.6836e-06 4.30532e-06 2.12587e-06 1.6342e-06 1.75953e-06 1.05482e-06 2.3112e-06 2.1633e-06 1.27971e-06 3.06947e-06 2.79122e-06 2.44127e-06 2.36098e-06 1.37767e-06 1.21327e-06 3.17455e-06
threshold=0.3248100000000001 0.11986500000000001 -0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 0.11275500000000001 0.097180000000000016 -0.0095349999999999983 -0.084954999999999989 0.087170000000000011 -0.062154999999999995 -1.0000000180025095e-35 0.12640500000000002 0.11389000000000002 -0.026084999999999994 0.056825000000000007 -0.088884999999999978 -0.26343999999999995 0.10142000000000002 0.096835000000000018 -1.0000000180025095e-35 0.08184000000000001 -0.074479999999999977 -0.010424999999999999 -0.18113999999999997 0.093765000000000015 -0.008624999999999999 0.086460000000000023 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 12 6 7 8 -1 -10 11 -11 -4 16 15 -15 17 -14 -19 20 28 -22 23 26 -25 -24 27 -21 -20 -30
right_child=-2 -3 4 -5 -6 -7 -8 -9 9 10 -12 -13 13 14 -16 -17 -18 18 19 22 21 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=1.1361425459910653e-05 -1.8434078652796376e-05 2.3853458359163989e-05 -1.8906501507098299e-05 9.8972297720527932e-05 -7.6412751777752422e-05 -4.7693183109913665e-05 -1.7342542811172239e-05 2.9839225007890494e-05 1.4992370583399862e-05 1.8792153618960586e-05 -3.2139406366127331e-05 -1.062587180058472e-05 -2.2981967607241434e-05 4.5253963576215029e-05 -5.8353887870907785e-05 -2.0360937414807269e-05 3.2950858421827437e-05 2.689318105694838e-05 -3.6694058986275011e-07 -5.4744383836199032e-06 -4.3278358009501976e-05 1.3473707605788314e-07 2.0891846037082596e-05 5.4795906973595273e-05 1.1772462399425134e-05 -2.059581705710829e-05 -2.8735355925329549e-05 2.9170079518404567e-05 4.1717340718605558e-05 1.0115432548734201e-06
leaf_weight=39 23 21 21 21 20 20 23 20 22 20 32 20 30 20 20 20 20 25 2340 24 24 22 23 25 38 37 22 22 25 82
leaf_count=39 23 21 21 21 20 20 23 20 22 20 32 20 30 20 20 20 20 25 2340 24 24 22 23 25 38 37 22 22 25 82
internal_value=0 1.36854e-07 -2.5008e-08 5.66937e-06 -4.57064e-07 -4.32737e-06 6.00559e-07 3.29789e-06 -6.9329e-07 -5.69472e-06 -1.20158e-05 4.08314e-06 7.78354e-08 2.19258e-07 -1.11536e-05 1.24465e-05 4.66584e-07 2.29386e-07 4.86433e-07 2.40469e-07 -3.08254e-07 -2.25156e-05 7.4026e-06 1.29422e-05 2.88453e-05 -4.69221e-06 -1.79151e-06 1.10947e-05 1.09211e-07 1.05222e-05
internal_weight=0 3098 3077 217 2860 196 176 153 133 94 72 40 2840 2819 60 40 2759 2739 2709 2684 2493 46 191 131 63 60 68 46 2447 107
internal_count=3121 3098 3077 217 2860 196 176 153 133 94 72 40 2840 2819 60 40 2759 2739 2709 2684 2493 46 191 131 63 60 68 46 2447 107
is_linear=0
shrinkage=0.1


Tree=4559
num_leaves=31
num_cat=0
split_feature=448 447 0 1 1 16 0 48 0 45 11 33 453 13 3 3 13 2 13 13 13 403 13 3 0 13 0 15 15 0
split_gain=8.6762e-07 1.80792e-06 7.99405e-07 8.21992e-06 1.25784e-05 4.08769e-06 1.17654e-06 2.81874e-06 4.10354e-06 1.10523e-06 4.7436e-06 2.50573e-06 1.02198e-06 9.78463e-07 3.40329e-06 7.85064e-06 1.93126e-06 3.75673e-06 2.63695e-06 3.14385e-06 2.40542e-06 3.55083e-06 2.20869e-06 2.85142e-06 2.54225e-06 3.95705e-06 3.34816e-06 6.68807e-06 1.36628e-05 4.99666e-06
threshold=0.068920000000000023 0.097325000000000009 -0.23051499999999997 0.088975000000000012 0.099660000000000012 -0.50690499999999983 -0.15599999999999997 0.087555000000000008 -0.20211999999999997 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.089215000000000017 -0.13710499999999998 -0.077774999999999983 -0.14989499999999997 -0.10278499999999999 0.087675000000000017 -0.097984999999999989 -0.096404999999999991 -0.093219999999999983 0.022375000000000003 -0.091559999999999989 -0.080564999999999984 -0.14723999999999998 -0.0079349999999999993 -0.10474999999999998 -0.10203999999999998 -0.12255999999999999 -0.13455999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 -4 10 -8 -12 13 14 15 -13 17 -15 -18 -20 21 -21 23 -22 25 -24 27 28 -26 -29
right_child=-2 -3 6 4 5 -7 9 -9 -10 -11 11 12 -14 16 -16 -17 18 -19 19 20 22 -23 24 -25 26 -27 -28 29 -30 -31
leaf_value=3.9057463403878505e-05 -2.076126776955789e-05 2.9375721853631108e-05 -2.8557305137155711e-05 -8.9711157992992829e-05 -2.6795260115856463e-05 3.637404904338837e-05 4.2500516778650664e-05 3.2866895071492767e-05 1.6481054957363415e-05 -2.1135643492016244e-05 -3.258375445511774e-05 2.729973408956236e-06 2.0413257266227448e-05 -9.6167861296895102e-06 9.1745466723599152e-07 -7.8153882241167595e-05 -3.315843423005542e-05 4.8883431784064591e-05 3.7783129532313485e-05 -1.1113882823282798e-06 -2.7561535646852396e-06 -5.4510151071553994e-05 -5.5436251629240965e-05 4.4077568411292025e-05 2.0782312936541032e-06 -2.2717797221394859e-06 -4.4327059567953505e-07 2.1360286862343655e-05 0.00010809127958054886 -4.2067422422722143e-05
leaf_weight=25 20 21 32 22 21 20 26 37 55 25 24 30 24 21 135 20 24 23 22 33 26 20 21 26 31 42 2225 27 20 23
leaf_count=25 20 21 32 22 21 20 26 37 55 25 24 30 24 21 135 20 24 23 22 33 26 20 21 26 31 42 2225 27 20 23
internal_value=0 1.33897e-07 -6.54789e-08 -9.45941e-06 -2.87121e-05 4.01904e-06 2.10813e-07 9.74758e-06 -8.47786e-08 -2.01515e-07 -1.74306e-08 -4.09857e-07 -1.3339e-07 -3.11476e-07 -7.33688e-06 -2.96236e-05 1.91504e-07 2.09629e-05 -1.68315e-07 1.46376e-07 -1.85624e-07 -2.12619e-05 2.71992e-07 2.06607e-05 -1.71798e-07 -1.99933e-05 3.65069e-07 1.81726e-05 4.3652e-05 -7.81646e-06
internal_weight=0 3101 3080 88 63 41 2992 124 87 2868 2843 2817 2793 2769 185 50 2584 44 2540 2516 2494 53 2441 52 2389 63 2326 101 51 50
internal_count=3121 3101 3080 88 63 41 2992 124 87 2868 2843 2817 2793 2769 185 50 2584 44 2540 2516 2494 53 2441 52 2389 63 2326 101 51 50
is_linear=0
shrinkage=0.1


Tree=4560
num_leaves=31
num_cat=0
split_feature=132 1203 393 12 12 2 1 16 156 52 16 52 51 12 2 52 15 2 12 401 2 43 3 4 402 2 52 3 150 3
split_gain=7.96631e-07 5.50859e-06 4.15261e-06 8.25734e-07 7.92287e-06 1.32634e-05 7.3142e-06 4.38343e-06 3.40267e-06 3.53375e-06 6.25744e-06 3.19861e-06 3.03005e-06 2.76425e-06 6.46321e-06 5.13879e-06 7.07135e-06 5.39842e-06 5.05208e-06 2.86467e-06 2.01303e-05 2.82479e-06 8.00585e-06 2.12138e-05 4.83298e-06 3.84003e-06 4.75235e-06 2.89335e-06 6.44913e-06 6.0255e-06
threshold=-0.083449999999999983 0.089480000000000018 0.12679500000000002 0.089570000000000025 0.090165000000000009 0.088475000000000012 0.088305000000000008 0.63636000000000015 -0.087794999999999998 -0.56022499999999986 0.51791000000000009 -0.53299999999999992 -0.10056999999999998 0.088615000000000013 0.09142500000000002 0.092320000000000013 -0.008624999999999999 0.082850000000000021 0.088365000000000013 0.10022000000000002 0.084715000000000013 0.0034250000000000005 -0.082404999999999992 -0.078439999999999996 -0.095664999999999986 0.085235000000000019 0.039215000000000007 -0.086424999999999988 0.10874500000000002 -0.086049999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 5 6 -5 8 -6 -10 11 12 -11 18 15 16 -15 -18 19 21 -21 24 25 -24 -2 -23 -27 28 -26 -29
right_child=2 -3 -4 4 7 -7 -8 -9 9 10 -12 -13 -14 14 -16 -17 17 -19 -20 20 -22 22 23 -25 27 26 -28 29 -30 -31
leaf_value=-7.5776778064154115e-07 3.9806272303621883e-05 -5.5851745783002124e-05 4.3716779923256999e-05 -3.5544550568870778e-05 4.0959225563191083e-05 0.00010157823469074043 4.8012211809691511e-05 -4.3993295755419901e-05 -3.6837923602433879e-05 -4.7377308067464788e-06 5.5233302312747892e-05 1.4257915029384147e-06 -5.4662277843817723e-05 5.7317224475453898e-05 -5.3478767868551647e-05 -3.958154528744571e-05 -4.986471160236761e-05 1.7668475127971635e-05 4.1256898519601115e-05 -7.8892207857279568e-05 4.1326308326880768e-05 3.6585188222075393e-05 -0.00011825551652939547 -4.194606299279258e-06 -3.6572666358928171e-06 2.5852874958738019e-05 -3.9944276447741966e-05 4.713104346592445e-05 -5.57381515416357e-05 1.6686221141465875e-06
leaf_weight=196 32 20 22 22 21 21 20 22 25 31 21 902 20 23 33 27 20 29 29 30 26 33 22 63 278 21 23 30 26 1033
leaf_count=196 32 20 22 22 21 21 20 22 25 31 21 902 20 23 33 27 20 29 29 30 26 33 22 63 278 21 23 30 26 1033
internal_value=0 -5.85906e-06 4.35645e-07 1.0537e-07 2.25213e-06 3.6689e-05 4.24438e-06 1.70049e-07 1.12259e-06 2.85185e-07 1.23804e-06 4.82148e-08 -2.4316e-05 -1.22881e-06 -1.51524e-05 -2.37691e-06 1.15748e-05 -9.89609e-06 -1.12214e-07 -8.54146e-07 -2.30765e-05 -5.69326e-08 -1.25579e-05 -3.37163e-05 1.39064e-06 1.07987e-05 -8.54109e-06 4.91372e-07 -8.11155e-06 2.95166e-06
internal_weight=0 216 2905 2883 1105 63 42 1042 1020 999 974 953 51 1778 132 99 72 49 1646 1617 56 1561 162 85 1399 77 44 1367 304 1063
internal_count=3121 216 2905 2883 1105 63 42 1042 1020 999 974 953 51 1778 132 99 72 49 1646 1617 56 1561 162 85 1399 77 44 1367 304 1063
is_linear=0
shrinkage=0.1


Tree=4561
num_leaves=31
num_cat=0
split_feature=34 34 33 9 39 44 158 1429 472 1429 155 12 12 160 12 2 12 403 47 4 4 1213 4 2 403 1455 43 52 2 12
split_gain=7.9595e-07 4.19007e-06 3.66093e-06 2.38532e-06 2.71146e-06 1.10344e-06 2.67083e-06 7.69802e-07 1.47931e-06 1.95494e-06 1.23786e-06 8.15321e-07 5.90721e-06 1.10005e-05 5.72779e-06 3.2962e-06 1.13261e-05 9.93644e-06 6.55772e-06 1.31925e-05 1.3881e-05 3.60043e-06 3.18742e-06 3.05886e-06 3.17884e-06 3.62073e-06 2.62945e-06 7.78603e-06 3.65823e-06 4.18368e-06
threshold=-0.057544999999999992 -0.081829999999999986 -1.0000000180025095e-35 0.082870000000000013 0.089790000000000023 0.099360000000000018 -0.47356499999999996 0.12521000000000002 -0.38234499999999999 -0.23587499999999997 0.13949000000000003 0.085355000000000014 0.085635000000000003 -1.0000000180025095e-35 0.085250000000000006 0.083715000000000026 0.083935000000000023 -0.27700499999999995 0.092165000000000011 0.052250000000000012 0.50996500000000011 -0.087529999999999983 -0.090289999999999981 0.084145000000000011 -0.084339999999999984 -1.0000000180025095e-35 0.0034250000000000005 0.08257500000000001 0.084985000000000019 0.08493500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 -4 8 -8 -10 11 14 13 -13 15 16 18 -17 19 22 -21 -19 -11 -23 -25 -26 28 -28 -27 -30
right_child=2 -3 5 -5 -6 -7 7 -9 9 10 -12 12 -14 -15 -16 17 -18 21 -20 20 -22 23 -24 24 25 26 27 -29 29 -31
leaf_value=2.6383192349991686e-05 -4.2941230312862898e-05 4.8516777453533864e-05 3.148952217223403e-05 -3.0609819753278446e-05 -1.5108528240099467e-05 -1.8783347270307846e-05 -2.607320473709313e-05 1.9445786201686135e-05 2.9652154865867817e-05 -4.7120437894981095e-05 -2.1992081719173046e-05 -1.5843448207825923e-05 3.1264787361180353e-07 8.326194265464438e-05 -5.2746911892013898e-05 -6.8582413152161396e-05 6.7229644443311069e-05 3.2055315708324396e-05 -4.3727645936542105e-05 0.00011572190829610917 -6.8473586474110137e-07 -3.6967535519439625e-05 -1.7546212771868973e-06 2.8765810066033739e-05 -4.4354044541164298e-05 3.7466539943125099e-05 1.1486132470670255e-06 -6.3190524515785348e-05 -5.887489982704831e-08 -4.654288946767338e-05
leaf_weight=36 20 21 27 21 28 31 22 20 22 21 26 21 1728 24 22 23 30 30 28 20 21 26 59 32 21 25 62 27 607 20
leaf_count=36 20 21 27 21 28 31 22 20 22 21 26 21 1728 24 22 23 30 30 28 20 21 26 59 32 21 25 62 27 607 20
internal_value=0 8.517e-06 -2.99435e-07 -1.3653e-06 8.23056e-06 -1.46814e-08 1.81617e-07 -1.06198e-07 -2.40254e-07 -4.39411e-08 -2.71339e-07 -7.2976e-08 1.24412e-06 3.70128e-05 -2.24729e-06 -1.19122e-06 1.11705e-05 -3.72587e-06 -1.16559e-07 9.97526e-06 5.6099e-05 -1.97093e-06 -1.36631e-05 -3.21579e-06 -2.11057e-06 -3.40721e-06 -2.24678e-06 -1.837e-05 -4.5907e-08 -1.54162e-06
internal_weight=0 106 3015 85 64 2995 2964 2937 2917 2895 2873 2847 1773 45 1074 1052 179 873 149 121 41 850 80 820 794 762 741 89 652 627
internal_count=3121 106 3015 85 64 2995 2964 2937 2917 2895 2873 2847 1773 45 1074 1052 179 873 149 121 41 850 80 820 794 762 741 89 652 627
is_linear=0
shrinkage=0.1


Tree=4562
num_leaves=31
num_cat=0
split_feature=1429 156 11 51 1425 2 9 10 15 2 3 48 48 457 48 447 147 48 456 1371 150 148 48 3 150 3 150 2 150 13
split_gain=9.57189e-07 2.68169e-06 8.89634e-07 2.5934e-06 1.92773e-06 1.29441e-06 8.51376e-07 2.81432e-06 7.2461e-06 1.95471e-06 3.31281e-06 9.6451e-07 2.45034e-06 2.44839e-06 9.79762e-07 9.38413e-07 2.89257e-06 1.72606e-06 1.56487e-06 1.7752e-06 1.54285e-06 1.728e-06 1.33033e-06 1.28121e-06 2.08853e-06 1.39796e-05 2.24157e-06 1.91516e-06 1.34343e-06 1.27421e-06
threshold=-0.23752499999999996 0.32523500000000005 0.092630000000000018 -1.0000000180025095e-35 0.095135000000000011 0.097070000000000004 0.092235000000000011 0.0036750000000000007 -0.099734999999999976 -0.033169999999999991 -0.034684999999999994 0.13400000000000004 0.12649500000000002 0.41022000000000008 0.15068000000000001 0.10121000000000001 0.093875000000000014 -0.089814999999999992 -0.11319999999999998 0.086910000000000015 0.11174500000000002 -0.08670499999999999 -0.16891999999999999 0.31299000000000005 0.096430000000000002 -0.086554999999999979 0.089910000000000018 0.14445500000000003 0.087790000000000021 -0.083254999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -5 7 9 -9 10 -2 12 13 15 -13 16 17 22 -19 20 21 -20 -11 24 26 -26 28 -25 -23 -22
right_child=1 -3 3 5 -6 -7 -8 8 -10 11 -12 14 -14 -15 -16 -17 -18 18 19 -21 29 23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-2.0785067979225214e-05 5.8281113784427625e-06 3.6646766748162921e-05 -3.2036336828737566e-05 -1.4538960758294533e-05 2.6791274501226364e-05 1.8304233364168406e-05 -1.4727879244429249e-05 -1.2739896532287316e-05 6.956154611543752e-05 2.6753199067157272e-06 -5.1039551581197882e-05 2.38439206822584e-05 -3.423184134589974e-05 2.9477081417488602e-05 -7.3692176116427647e-07 2.0813066068859329e-05 -2.7445107163004699e-05 -2.7526892483278758e-05 2.853358646028764e-05 2.7539627341826892e-05 -7.6596026536373598e-07 -2.1926737233795193e-07 3.786318823023023e-05 -3.0646879713458476e-05 -3.1366161921800211e-05 6.5226255479032151e-05 -2.5843252361108386e-05 2.230093550248991e-06 2.4067869006340396e-05 -3.3763972838642077e-05
leaf_weight=22 21 20 33 21 27 28 39 23 20 22 20 34 21 28 31 21 39 21 21 23 22 2330 21 34 29 31 34 37 23 25
leaf_count=22 21 20 33 21 27 28 39 23 20 22 20 34 21 28 31 21 39 21 21 23 22 2330 21 34 29 31 34 37 23 25
internal_value=0 1.47557e-07 -8.95283e-08 -1.03658e-05 1.91639e-07 4.22858e-06 -5.01762e-08 1.45126e-07 2.55398e-05 -2.32981e-07 -2.19122e-05 7.92242e-08 -2.0212e-07 5.67082e-08 1.21207e-05 -2.44708e-07 -4.07766e-07 -1.32818e-08 -3.38208e-07 -1.19364e-07 -3.65365e-07 -3.30376e-08 1.98601e-05 -2.71282e-07 1.12952e-07 1.85399e-05 -3.50231e-07 -1.35138e-05 1.81335e-08 -1.83181e-05
internal_weight=0 3099 3079 82 2997 49 2970 2931 43 2888 41 2847 2782 2761 65 2733 2712 2673 2630 2609 2586 2539 43 2518 2447 60 2387 71 2353 47
internal_count=3121 3099 3079 82 2997 49 2970 2931 43 2888 41 2847 2782 2761 65 2733 2712 2673 2630 2609 2586 2539 43 2518 2447 60 2387 71 2353 47
is_linear=0
shrinkage=0.1


Tree=4563
num_leaves=31
num_cat=0
split_feature=1373 150 1374 448 150 3 142 150 447 1348 34 12 9 13 40 376 9 48 47 48 149 151 43 457 133 150 42 457 49 49
split_gain=8.60179e-07 1.52754e-06 1.73769e-06 8.61328e-07 1.74988e-06 5.8768e-06 1.81257e-06 1.41133e-06 1.97157e-06 1.90306e-06 8.38773e-07 6.58817e-06 3.83678e-06 4.69663e-06 1.86747e-06 1.72034e-06 1.25455e-06 8.60491e-07 1.47652e-06 8.60907e-07 8.93675e-07 1.366e-06 3.07658e-06 2.30446e-06 3.97554e-06 2.2425e-06 1.81144e-05 1.81104e-06 1.72043e-06 4.51595e-06
threshold=-1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.030280000000000001 0.12068000000000002 -0.07928499999999998 -1.0000000180025095e-35 0.11656000000000001 0.089635000000000006 0.086620000000000016 -0.057544999999999992 -0.040564999999999997 0.091600000000000015 -0.0039049999999999992 -0.07632499999999999 0.083960000000000021 0.082870000000000013 0.13400000000000004 0.13283000000000003 0.12118000000000002 0.091325000000000003 0.06617000000000002 -0.082144999999999982 -0.08798499999999998 0.085815000000000016 0.090480000000000019 0.083995000000000014 0.09228500000000002 -0.015259999999999998 -0.080089999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 8 9 10 11 14 16 -14 15 -8 17 19 -19 20 21 23 -23 24 -12 27 -27 28 29 -25
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-1.8113031861643184e-05 -2.8043643545639829e-05 2.5827265388848584e-05 -2.9240697644386923e-05 -1.7296393771320291e-05 -1.41210011307798e-05 5.9997355165251066e-05 2.6335670478753556e-05 -2.3908797948024586e-05 3.0970657904357983e-05 -2.7823085702038952e-05 -4.8961369233438754e-05 6.0710327834385676e-05 3.5807418195569577e-06 -6.3299587574355048e-05 -2.7590539289319525e-05 -9.8586530808022192e-06 2.5549152865096404e-05 2.6020097999100793e-05 -5.3029470917762315e-06 -1.6423812170277444e-05 -1.8478632060578093e-05 -6.3841092810434931e-06 3.8191206306995204e-05 -1.7906684438550694e-06 1.0058376591630458e-05 6.7717896597648233e-05 -4.316412380900986e-05 3.0069287195146902e-05 4.7174120642001319e-07 -4.8670481553996907e-05
leaf_weight=26 22 23 21 28 23 20 24 24 21 24 25 20 21 21 23 29 20 34 27 31 25 32 30 98 21 34 26 20 2302 26
leaf_count=26 22 23 21 28 23 20 24 24 21 24 25 20 21 21 23 29 20 34 27 31 25 32 30 98 21 34 26 20 2302 26
internal_value=0 1.52167e-07 -4.00622e-08 1.61931e-07 3.23689e-07 2.03527e-05 3.45834e-08 2.4242e-07 4.39976e-07 2.19878e-07 4.52842e-07 9.64353e-06 1.36943e-07 -2.98594e-05 -3.7951e-06 6.53123e-06 5.94902e-07 4.12154e-07 1.21558e-05 1.43854e-07 3.38472e-07 5.18437e-07 1.51846e-05 1.62127e-07 -2.20176e-05 5.69257e-07 1.9669e-05 1.00742e-07 -1.46319e-07 -1.16203e-05
internal_weight=0 3095 3072 3050 3022 43 2979 2958 2934 2913 2889 96 2793 42 76 53 2751 2731 61 2670 2639 2614 62 2552 46 2506 60 2446 2426 124
internal_count=3121 3095 3072 3050 3022 43 2979 2958 2934 2913 2889 96 2793 42 76 53 2751 2731 61 2670 2639 2614 62 2552 46 2506 60 2446 2426 124
is_linear=0
shrinkage=0.1


Tree=4564
num_leaves=31
num_cat=0
split_feature=1429 156 1425 1426 1446 1213 481 403 159 1446 3 13 483 43 42 472 1455 1455 482 42 39 15 16 1455 1427 160 3 49 12 159
split_gain=7.79238e-07 2.16589e-06 8.4498e-07 1.16601e-06 7.69462e-07 6.16399e-06 6.32551e-06 1.5091e-05 8.6909e-06 3.35141e-06 1.97146e-06 2.63503e-06 7.75503e-06 3.2162e-06 2.01584e-06 1.12577e-06 1.16099e-06 1.59099e-06 1.32147e-06 5.37524e-06 2.99157e-06 2.24998e-06 1.69937e-06 1.12776e-06 1.3468e-06 1.1723e-06 3.68179e-06 3.91208e-06 3.51502e-06 1.72586e-06
threshold=-0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 0.083715000000000026 0.04198000000000001 -0.086729999999999988 -0.085444999999999979 -0.017094999999999996 0.057835000000000004 -0.082879999999999995 -0.083364999999999981 0.087520000000000014 -0.065269999999999981 0.087550000000000017 -0.082054999999999975 -0.092919999999999989 -0.08045999999999999 0.090355000000000005 0.096235000000000015 0.15619500000000003 -0.026084999999999994 0.057265000000000003 -1.0000000180025095e-35 0.086130000000000012 0.10648000000000001 0.088060000000000013 -0.0010999999999999996 0.089150000000000021 0.10461500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 6 8 -8 -6 15 14 12 -12 -13 -9 -2 -17 -18 20 21 23 22 -20 -19 25 29 27 -27 -29 -25
right_child=1 -3 -4 -5 5 -7 7 10 -10 -11 11 13 -14 -15 -16 16 17 18 19 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-1.8753737541291314e-05 -1.921120686259406e-05 3.293492009106558e-05 -1.8770325217095284e-05 2.4133189963322369e-05 8.3321719835112169e-05 5.706887989487898e-05 -8.515118397554034e-05 -2.5171410234179348e-06 -7.7598812905224886e-06 -3.9447560629923829e-05 -5.3927223422457863e-05 -1.7979640702273732e-05 2.6462594364602412e-05 2.7914170748379158e-05 3.593127793768266e-05 1.731037373965113e-05 -2.7073644402910511e-05 -2.2776114631348969e-05 2.0749224492460483e-05 4.6814458025134323e-05 -3.8133150295444854e-05 -2.6256511248195441e-05 -1.510352275090554e-05 -3.9840580874963233e-07 2.2177648517956389e-05 3.709223302311412e-05 -3.9594655863179326e-05 -3.4184400553515713e-05 8.4974227016298463e-06 1.1816473281333991e-05
leaf_weight=22 31 20 24 20 20 21 22 25 22 22 30 26 20 37 30 38 22 22 39 30 21 27 20 2230 27 22 31 35 43 122
leaf_count=22 31 20 24 20 20 21 22 25 22 22 30 26 20 37 30 38 22 22 39 30 21 27 20 2230 27 22 31 35 43 122
internal_value=0 1.3313e-07 -7.99382e-08 6.6893e-08 -9.16988e-08 5.18828e-06 4.92197e-07 -7.2712e-06 3.56123e-05 -5.7187e-07 2.92737e-06 -4.63019e-06 -2.17713e-05 8.97387e-06 1.84547e-05 -2.61991e-07 -4.67381e-08 -2.9184e-07 -7.10836e-08 1.03677e-05 -5.4539e-07 -2.34624e-06 8.59575e-06 -2.33643e-07 -3.60593e-08 -2.7761e-07 -9.4845e-06 -1.50357e-07 -1.06547e-05 2.35189e-07
internal_weight=0 3099 3079 3055 3035 253 232 190 42 2782 168 113 50 63 55 2760 2729 2691 2669 116 2553 86 59 2532 2510 2483 131 100 78 2352
internal_count=3121 3099 3079 3055 3035 253 232 190 42 2782 168 113 50 63 55 2760 2729 2691 2669 116 2553 86 59 2532 2510 2483 131 100 78 2352
is_linear=0
shrinkage=0.1


Tree=4565
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1447 1447 402 4 1447 3 43 1212 3 52 160 51 1447 1447 1444 1447 160 479 481 129 1184 402 43 1186 2 1212 43
split_gain=8.37165e-07 1.61435e-06 9.10671e-07 7.71799e-07 3.22446e-06 2.43738e-06 1.05743e-05 6.02294e-06 4.95867e-06 9.33711e-06 4.82868e-06 4.76528e-06 2.15461e-06 4.20311e-06 2.37012e-06 1.40889e-06 1.17684e-06 1.96354e-06 1.12792e-06 1.68085e-06 1.67722e-06 1.80467e-06 1.05761e-06 2.37499e-06 1.45866e-06 2.6851e-06 1.37823e-06 2.74709e-06 2.16075e-06 1.33101e-06
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.086849999999999997 -0.086279999999999982 0.10874500000000002 -0.085594999999999991 -0.085644999999999985 -0.078724999999999976 -0.0051099999999999991 -0.073259999999999978 -0.082879999999999995 0.26746000000000009 -0.090484999999999996 -0.015099999999999997 -0.084334999999999979 -0.082824999999999982 -0.079374999999999987 -0.073059999999999986 -0.54913999999999985 0.10061500000000002 -0.15036499999999997 -0.077709999999999987 0.089075000000000015 0.094750000000000015 -0.0037449999999999996 -0.086894999999999986 0.086100000000000024 0.08401500000000002 -0.50775499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 12 -5 7 -7 -6 9 11 -10 -8 13 -4 -15 -9 -17 -18 -19 -20 21 -21 -23 24 26 -26 27 28 -24 -28
right_child=1 2 3 4 5 6 8 15 10 -11 -12 -13 -14 14 -16 16 17 18 19 20 -22 22 23 -25 25 -27 29 -29 -30 -31
leaf_value=-1.8604753161829046e-05 2.6538817916804437e-05 -1.9061368016991765e-05 5.5178808127363617e-05 -3.7462256121849032e-05 -5.2661862652960488e-05 7.8334483190528346e-05 -1.8894109334430523e-05 2.2600206068967022e-05 5.7226057124353252e-05 -7.1377866351256323e-05 -2.2804897525929846e-06 4.0458425231311898e-05 -1.9094638646492966e-05 2.5775807507670834e-05 -2.1293764308685915e-05 -1.8316488629150425e-05 3.1100963024073284e-05 -1.8182983762276956e-05 2.3829721813571863e-05 2.9825827173226575e-05 -2.3131786515051546e-05 -1.6671903176757043e-05 5.2377523769835192e-05 3.2635369027709454e-05 -3.3790641157663365e-05 8.1813824619058754e-06 1.5767262180816035e-05 -1.2715221737380489e-05 7.013911679331657e-06 -7.2258519662627483e-07
leaf_weight=24 23 25 21 23 22 21 31 27 25 21 30 24 20 20 23 36 20 35 29 20 32 39 21 22 35 27 50 24 21 2330
leaf_count=24 23 25 21 23 22 21 31 27 25 21 30 24 20 20 23 36 20 35 29 20 32 39 21 22 35 27 50 24 21 2330
internal_value=0 1.44165e-07 -5.33225e-08 1.02532e-07 -1.65262e-07 1.26319e-07 1.2458e-05 -5.45512e-07 1.89761e-06 -1.46533e-05 2.47679e-05 7.00518e-06 9.55502e-06 1.8508e-05 5.9906e-07 -1.31293e-07 -3.55208e-07 -1.16167e-07 -3.48696e-07 -1.13149e-07 -3.78065e-07 -9.6829e-08 -3.29781e-07 -7.78666e-08 -3.64825e-07 -1.55125e-05 1.9131e-08 1.42736e-05 2.96957e-05 -3.7616e-07
internal_weight=0 3097 3074 3049 2965 2942 152 2790 131 76 55 55 84 64 43 2768 2741 2705 2685 2650 2621 2589 2569 2530 2508 62 2446 66 42 2380
internal_count=3121 3097 3074 3049 2965 2942 152 2790 131 76 55 55 84 64 43 2768 2741 2705 2685 2650 2621 2589 2569 2530 2508 62 2446 66 42 2380
is_linear=0
shrinkage=0.1


Tree=4566
num_leaves=31
num_cat=0
split_feature=160 1447 403 42 160 4 1454 49 1 1454 52 132 1185 1203 484 130 1 52 42 43 482 1456 1456 0 43 160 158 4 4 4
split_gain=8.44435e-07 1.11597e-06 4.01683e-06 3.79596e-06 2.44387e-06 2.32197e-06 9.56753e-07 2.15165e-06 1.82275e-06 1.18529e-06 1.22506e-06 1.08707e-06 4.08649e-06 2.56983e-06 9.37856e-07 8.11987e-06 5.10089e-06 4.03269e-06 2.91021e-06 3.46976e-06 2.04355e-06 2.93489e-06 1.13141e-06 3.12859e-06 7.84041e-06 3.4148e-06 1.39539e-06 1.16059e-06 2.88327e-06 1.87945e-06
threshold=-0.57146499999999989 -0.086359999999999978 -0.57146499999999989 0.087665000000000007 -0.090764999999999985 -0.015624999999999998 0.096235000000000015 0.084945000000000007 0.086255000000000012 0.08950000000000001 0.55608500000000005 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10126500000000001 -0.23123999999999997 0.16540500000000002 0.12445000000000002 0.08623500000000002 -0.080419999999999978 0.11191500000000001 -0.091834999999999986 -0.063824999999999979 -0.084044999999999995 -0.077944999999999987 -0.013324999999999998 0.13634500000000002 -0.50940999999999981 -0.52556499999999995 -0.50052499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 9 8 -8 10 11 13 -13 -4 15 -14 20 18 -16 -20 21 -17 23 25 -25 -23 27 28 -24 -29
right_child=1 2 6 -5 5 -7 7 -9 -10 -11 -12 12 14 -15 17 16 -18 -19 19 -21 -22 22 26 24 -26 -27 -28 29 -30 -31
leaf_value=1.8304877652553842e-05 -2.6297077880371947e-05 -4.5156658597989011e-05 -2.5030838497587941e-06 4.4911907746344093e-05 -1.1019283179729942e-05 3.2599731422613757e-05 -4.2037830287601819e-05 1.0468917028855028e-05 -3.3912909123540412e-06 2.436309335735132e-05 -1.7444058830733411e-05 4.5764792594127358e-05 6.1259053071890704e-05 -3.5528812945897329e-05 -1.749400636561824e-05 3.5746702693965447e-05 -5.0059979184879924e-05 -4.4861722434082672e-05 5.0347895685263213e-05 -8.556759576414664e-06 -2.6713504478350471e-05 3.3749324764357881e-05 6.4752370735732257e-06 1.2187362778564896e-05 -7.0382313076507947e-05 -1.4936156169235749e-05 2.6725383460351236e-05 2.1700210742313756e-05 -3.3456407712065179e-05 8.2407265652683945e-07
leaf_weight=25 25 20 185 24 23 26 26 29 23 20 40 20 22 27 39 24 20 24 20 20 27 25 40 23 23 34 21 44 33 2169
leaf_count=25 25 20 185 24 23 26 26 29 23 20 40 20 22 27 39 24 20 24 20 20 27 25 40 23 23 34 21 44 33 2169
internal_value=0 -1.47806e-07 -4.91066e-07 1.03531e-05 -8.55101e-07 1.21255e-05 -1.91096e-07 -1.11203e-05 -2.38976e-05 1.02863e-07 -6.56111e-08 1.79156e-07 7.34837e-07 -6.70919e-06 3.89515e-07 7.74044e-07 2.38132e-07 -8.96238e-06 1.94375e-06 2.08956e-05 6.46561e-07 9.49813e-07 6.03575e-07 -9.54838e-06 -2.90975e-05 5.69328e-06 1.06563e-06 8.29909e-07 -1.15761e-05 1.23914e-06
internal_weight=0 3096 2998 98 74 49 2978 78 49 2900 2880 2840 2628 212 2608 2505 2483 103 79 40 2463 2436 2412 105 46 59 2307 2286 73 2213
internal_count=3121 3096 2998 98 74 49 2978 78 49 2900 2880 2840 2628 212 2608 2505 2483 103 79 40 2463 2436 2412 105 46 59 2307 2286 73 2213
is_linear=0
shrinkage=0.1


Tree=4567
num_leaves=31
num_cat=0
split_feature=130 10 42 40 40 40 10 0 9 43 0 40 9 2 45 3 3 13 16 0 1429 2 1 151 2 49 52 3 1 16
split_gain=1.08082e-06 2.33435e-06 3.01592e-06 1.47932e-06 1.60597e-06 1.29743e-06 1.03596e-06 7.41457e-06 3.4158e-06 1.8447e-06 1.00998e-06 9.9438e-07 9.35849e-07 1.06074e-06 9.76312e-07 9.48684e-07 4.24498e-06 1.29028e-05 3.24283e-06 3.15743e-06 2.39186e-06 3.59072e-06 5.71676e-06 6.35884e-06 4.67229e-06 4.27956e-06 3.75887e-06 6.56414e-06 4.80009e-06 2.37049e-06
threshold=-0.23647499999999996 -0.38124499999999995 0.089390000000000011 -0.24134999999999998 -0.085734999999999992 -0.083564999999999987 0.053330000000000009 -0.079829999999999998 0.08925000000000001 -1.0000000180025095e-35 -0.063634999999999983 -0.081564999999999985 -0.036024999999999995 -0.0091949999999999983 0.094030000000000016 -0.013929999999999998 1.0000000180025095e-35 -0.0087749999999999981 -0.13088499999999997 0.051010000000000007 -0.026244999999999997 0.11215000000000001 0.10658000000000002 -0.0096649999999999982 0.11474000000000002 -0.028954999999999998 -0.067494999999999986 0.092670000000000016 0.08776500000000001 -0.5335399999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 10 -6 8 -8 11 -9 -5 -7 -13 -14 15 -15 17 18 -17 20 -18 22 23 25 -23 -22 28 -28 -25 -26
right_child=1 3 -4 4 5 6 7 9 -10 -11 -12 12 13 14 -16 16 19 -19 -20 -21 21 24 -24 26 29 -27 27 -29 -30 -31
leaf_value=-2.3172144101408778e-05 -3.9392222674905497e-06 -2.6618164927293988e-05 5.0320439485013986e-05 5.5177974406563285e-06 -2.0999953788608159e-05 1.8275807131093928e-05 -6.3167621774482541e-05 -1.0210168784396956e-05 3.6262965064592069e-05 3.07410415602631e-05 3.2152250103460274e-05 -1.6135650309012349e-05 -2.1059525139814164e-05 -5.8476469372884711e-07 -1.6541319889386484e-05 2.4062393919978475e-05 -3.0673425768596916e-05 9.4954309051900065e-05 -2.5488467705145016e-05 3.4702537101111376e-05 -6.0008424596795208e-05 -5.1100314567520404e-05 4.8396230545222353e-05 5.1173383466308363e-06 -3.3698800755453043e-05 3.240736150473822e-06 3.7312225769077808e-05 -3.3196218945733802e-05 6.7135264093091485e-05 1.9412970857039791e-06
leaf_weight=20 20 21 21 35 30 29 20 22 26 22 24 37 24 2262 35 28 27 20 25 25 23 24 32 26 22 20 23 31 24 123
leaf_count=20 20 21 21 35 30 29 20 22 26 22 24 37 24 2262 35 28 27 20 25 25 23 24 32 26 22 20 23 31 24 123
internal_value=0 1.49458e-07 2.38523e-05 -1.68129e-07 1.46448e-08 -3.08816e-07 -9.83975e-08 -1.26824e-05 1.80665e-07 1.02654e-05 1.63522e-05 -1.47355e-07 -3.36077e-07 -1.26849e-07 5.45172e-08 2.66895e-07 4.33974e-06 2.65154e-05 6.89346e-07 2.92688e-07 -2.0013e-06 2.23259e-07 1.00933e-05 1.75521e-06 -1.02308e-05 -3.05902e-05 1.51288e-05 -3.16484e-06 3.48859e-05 -3.46617e-06
internal_weight=0 3101 41 3060 3039 2980 2950 64 2886 44 59 2860 2831 2794 2770 2735 473 73 53 400 375 348 179 147 169 43 104 54 50 145
internal_count=3121 3101 41 3060 3039 2980 2950 64 2886 44 59 2860 2831 2794 2770 2735 473 73 53 400 375 348 179 147 169 43 104 54 50 145
is_linear=0
shrinkage=0.1


Tree=4568
num_leaves=31
num_cat=0
split_feature=130 12 46 46 1428 472 156 16 16 4 12 159 475 2 475 47 47 47 12 147 0 133 12 42 47 3 52 1456 160 1456
split_gain=8.75467e-07 2.35013e-06 7.62725e-07 1.32694e-06 1.24323e-06 9.32352e-07 1.71412e-06 1.0417e-06 2.33024e-06 6.89845e-06 9.6927e-06 6.16393e-06 1.66998e-06 5.77632e-06 4.37338e-06 1.8454e-06 9.42334e-06 9.33927e-06 2.05923e-06 2.65527e-06 2.19506e-06 1.79194e-06 1.56195e-06 2.29902e-06 1.69865e-06 3.18616e-06 1.51261e-06 1.82912e-06 3.7133e-06 3.67206e-06
threshold=-0.23647499999999996 0.23631000000000002 0.10987500000000001 0.083550000000000013 -0.070379999999999984 -0.38234499999999999 0.14540500000000003 0.0057500000000000008 -1.0000000180025095e-35 -0.0070899999999999991 0.08486500000000001 1.0000000180025095e-35 -0.086279999999999982 0.086950000000000013 -0.085444999999999979 0.092165000000000011 0.096175000000000024 0.088915000000000008 0.12757000000000002 0.099730000000000027 -0.23811499999999999 -0.14717499999999997 0.087995000000000004 0.088200000000000014 0.10397500000000001 -0.034684999999999994 0.5140450000000002 -0.079429999999999987 -0.0048599999999999989 -0.033364999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 12 11 -11 -10 13 -7 -14 17 -17 18 19 20 -16 -18 24 -24 -23 -26 27 28 -9 -29
right_child=1 -3 -4 -5 5 6 -8 26 9 10 -12 -13 14 -15 15 16 21 -19 -20 -21 -22 22 23 -25 25 -27 -28 29 -30 -31
leaf_value=-2.0854928970948097e-05 1.92649582293763e-05 3.2702292545846746e-05 1.8454867883767955e-05 -2.2726645294404498e-05 -2.0761876724215904e-05 2.0377227687276901e-05 2.8369498741518501e-05 -5.6492417534173008e-05 -4.5273021836086025e-05 8.9631390026466849e-05 -5.5556291765412877e-06 2.8912632530721442e-05 4.4936337822450282e-05 -4.2558491010790283e-05 -3.0351630677772767e-05 -7.2420961649705926e-05 2.5168175786596044e-05 6.9047942852193961e-05 -2.6093102264737889e-05 3.5296099783656905e-05 7.4119038888693779e-07 -1.9890376242983621e-05 -3.8188014863847242e-05 1.9846223559787698e-06 3.909949966327986e-05 -5.425738030074475e-06 1.6682256833259349e-05 3.5325345023314489e-05 -3.7195885283836109e-06 -4.5584768278696017e-06
leaf_weight=20 33 22 22 26 22 25 21 20 24 23 20 21 22 35 23 21 22 20 29 22 1772 25 29 28 25 45 35 24 40 605
leaf_count=20 33 22 22 26 22 25 21 20 24 23 20 21 22 35 23 21 22 20 29 22 1772 25 29 28 25 45 35 24 40 605
internal_value=0 1.34508e-07 -9.81943e-08 -2.31713e-07 -3.87511e-08 -2.51234e-07 -9.96092e-08 -3.01928e-07 7.6765e-07 1.67162e-05 4.53584e-05 -1.0653e-05 1.12741e-07 -1.63353e-05 5.8652e-07 1.13111e-07 -9.14335e-06 1.08043e-06 3.4405e-07 7.65997e-07 3.42787e-07 -1.5064e-06 -5.36719e-06 -1.84541e-05 2.48495e-06 1.04761e-05 -3.59782e-06 -4.62801e-06 -2.13105e-05 -3.03668e-06
internal_weight=0 3101 3079 3057 3031 2998 2976 2955 2231 88 43 45 2143 60 2083 2061 195 1866 1846 1817 1795 174 152 57 95 70 724 689 60 629
internal_count=3121 3101 3079 3057 3031 2998 2976 2955 2231 88 43 45 2143 60 2083 2061 195 1866 1846 1817 1795 174 152 57 95 70 724 689 60 629
is_linear=0
shrinkage=0.1


Tree=4569
num_leaves=31
num_cat=0
split_feature=130 40 132 50 1185 1203 132 4 12 133 130 2 160 1447 1447 4 16 1447 483 1447 1447 1444 160 159 13 13 157 4 12 3
split_gain=7.09128e-07 1.99537e-06 7.29213e-07 2.12903e-05 1.26894e-05 3.825e-06 9.33396e-07 6.97898e-07 1.09493e-06 8.82411e-07 7.78961e-07 1.01741e-06 6.97562e-07 8.50693e-07 1.36473e-05 1.04118e-05 4.5265e-06 3.60461e-06 3.19418e-06 9.51843e-07 1.11335e-06 2.19979e-06 1.38883e-06 1.07441e-06 8.17015e-07 9.91837e-06 5.39657e-06 3.79887e-06 6.69644e-06 4.28967e-06
threshold=-0.23647499999999996 -0.16692999999999997 -0.083284999999999984 0.10022000000000002 -0.087384999999999977 0.089480000000000018 -0.050879999999999988 0.11275500000000001 0.10911500000000002 -0.41317499999999996 -0.014104999999999998 0.085235000000000019 -0.57146499999999989 -0.085684999999999997 -0.086279999999999982 -0.085594999999999991 -0.020119999999999996 -0.084149999999999989 0.087520000000000014 -0.082954999999999987 -0.081174999999999983 -0.078379999999999991 -0.53908999999999996 0.14765500000000001 -0.085804999999999979 -0.085384999999999975 -0.085929999999999992 -0.081714999999999996 0.085440000000000016 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 7 -6 8 9 -3 -11 -12 -8 14 15 -14 18 -15 -17 -19 -21 -22 -23 24 26 -26 -24 28 29 -28
right_child=1 2 4 -5 6 -7 12 -9 -10 10 11 -13 13 17 -16 16 -18 19 -20 20 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-1.8769434063869994e-05 2.4579637731607587e-05 -1.9221388492951521e-05 -7.9943044402170922e-05 0.00010115824098604555 1.8851662079773984e-05 -4.6200283691177901e-05 1.6446115856524557e-05 -1.6331693903181158e-05 1.849573258589248e-05 -1.1923772996981695e-05 -5.3261285827943545e-06 1.8874748956190353e-05 -7.1735286501279911e-05 -3.5170201820922865e-05 8.3283773965376891e-05 -2.3916081933192699e-05 4.7564626451772219e-05 1.9513937816858138e-05 2.515845787586711e-05 -1.9645547041970227e-05 3.1963826352564086e-05 -1.9509154089734549e-05 4.4041494942158961e-05 2.0809325368039332e-05 -6.1678049759292554e-05 -6.2293327301045418e-07 3.0967181282903765e-05 -2.6427581807279942e-06 5.5423603115548647e-05 -2.6031394475379081e-05
leaf_weight=20 33 24 20 21 26 20 25 23 33 28 32 38 20 30 20 36 22 24 21 30 21 38 30 24 27 1828 23 520 33 31
leaf_count=20 33 24 20 21 26 20 25 23 33 28 32 38 20 30 20 36 22 24 21 30 21 38 30 24 27 1828 23 520 33 31
internal_value=0 1.21053e-07 -1.42028e-07 5.4186e-06 -5.69468e-07 -4.73561e-06 -8.32565e-09 -7.6654e-08 2.33538e-06 -2.03586e-06 2.17284e-06 7.81149e-06 -1.83267e-07 -3.32919e-07 7.93899e-06 -7.28217e-06 9.03507e-06 -7.03118e-07 -5.83599e-06 -3.09807e-07 -4.92445e-07 -2.69302e-07 -5.34335e-07 -2.47752e-07 -4.50549e-07 -1.51161e-06 2.63934e-06 5.93108e-07 1.99339e-05 -1.75422e-06
internal_weight=0 3101 3068 219 2849 198 2829 178 155 122 98 70 2803 2778 119 99 79 2659 57 2629 2605 2575 2554 2516 2492 1855 637 607 87 54
internal_count=3121 3101 3068 219 2849 198 2829 178 155 122 98 70 2803 2778 119 99 79 2659 57 2629 2605 2575 2554 2516 2492 1855 637 607 87 54
is_linear=0
shrinkage=0.1


Tree=4570
num_leaves=31
num_cat=0
split_feature=12 4 9 10 39 12 9 13 132 1185 1186 15 1213 399 4 16 4 402 16 16 13 16 43 49 50 403 15 43 133 16
split_gain=7.50032e-07 1.83854e-06 7.70626e-07 2.83322e-06 5.57291e-06 2.39916e-06 1.87578e-06 8.25652e-07 7.19459e-07 4.70442e-06 2.16837e-06 2.00017e-06 1.0233e-06 1.43821e-06 1.60026e-06 7.70891e-07 3.91511e-06 3.06498e-06 2.61124e-06 9.73026e-06 1.43954e-05 6.15158e-06 5.94669e-06 5.6074e-06 6.54516e-06 8.73689e-06 5.90544e-06 3.61672e-06 2.51303e-06 2.46721e-06
threshold=0.23631000000000002 0.63113500000000011 0.092235000000000011 0.0036750000000000007 0.089200000000000015 -1.0000000180025095e-35 0.037245000000000007 -0.53104499999999988 -0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 0.086260000000000017 0.087955000000000019 -0.069999999999999993 -0.15241499999999997 -0.064804999999999988 0.089220000000000008 -0.095094999999999985 -0.092484999999999984 -0.091559999999999989 -0.091114999999999988 -0.0061399999999999988 0.084620000000000015 0.08461500000000001 -0.014954999999999998 -0.093244999999999981 -1.0000000180025095e-35 -0.023589999999999996 -0.090054999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -4 7 -1 10 -10 11 12 13 14 -9 16 -11 28 23 20 -20 22 -21 24 25 -17 -27 -26 -18 -23
right_child=-2 -3 5 4 -6 -7 -8 8 9 15 -12 -13 -14 -15 -16 18 17 -19 19 21 -22 29 -24 -25 27 26 -28 -29 -30 -31
leaf_value=1.6480388297471411e-05 -1.7991596375751491e-05 2.5642107058437046e-05 -3.8904454595467544e-05 6.0980906519861573e-05 -9.4189735334467798e-06 7.5632226289599198e-06 -2.4752204403592908e-05 -3.2301883608021815e-05 4.7396017076347828e-05 -4.0286977835941281e-05 -3.7113580449386061e-05 -2.8967494479729795e-05 2.0460189352888848e-05 1.0982197590320456e-05 -1.8439679981047843e-06 -1.2228983697089767e-05 2.6031726408998821e-05 -3.5915943294639872e-05 1.3525407170659904e-05 8.2240109804843082e-07 -9.7386664672740166e-05 -2.9700887522007442e-05 7.793719637902541e-05 -1.2876323464577301e-05 -3.0905495097815423e-05 9.296420529218657e-05 3.1731185016623284e-05 2.2447045012086164e-05 -1.9811470583433755e-06 1.9186603911509133e-07
leaf_weight=30 23 28 20 22 23 25 31 23 21 28 20 25 24 55 69 24 36 24 22 20 25 28 20 65 27 28 36 24 290 1985
leaf_count=30 23 28 20 22 23 25 31 23 21 28 20 25 24 55 69 24 36 24 22 20 25 28 20 65 27 28 36 24 290 1985
internal_value=0 1.33571e-07 -9.90803e-08 9.41594e-08 2.49987e-05 -1.30891e-05 -2.81917e-07 -2.4684e-08 -1.94315e-07 2.49488e-07 -5.74801e-06 -2.54744e-06 1.31514e-06 -1.81059e-06 -9.45845e-06 -1.19668e-07 -4.30531e-06 -1.42678e-06 5.67039e-07 -4.82232e-07 -4.54704e-05 5.47697e-07 3.93798e-05 1.13684e-05 2.27058e-05 3.92253e-05 5.85206e-05 -5.79842e-06 1.1123e-06 -2.2393e-07
internal_weight=0 3098 3070 3025 45 45 2980 2949 2919 2703 216 196 171 147 92 2682 378 350 2304 2100 47 2053 40 204 139 88 64 51 326 2013
internal_count=3121 3098 3070 3025 45 45 2980 2949 2919 2703 216 196 171 147 92 2682 378 350 2304 2100 47 2053 40 204 139 88 64 51 326 2013
is_linear=0
shrinkage=0.1


Tree=4571
num_leaves=31
num_cat=0
split_feature=44 46 1429 156 11 12 155 132 1203 1185 50 393 129 133 43 0 13 160 1213 1213 402 2 133 33 52 13 16 13 15 2
split_gain=7.56055e-07 3.37702e-06 1.76811e-06 2.06924e-06 8.99488e-07 2.37512e-06 1.79936e-06 8.21164e-07 2.20432e-05 1.16374e-05 4.9483e-06 8.37751e-07 9.30976e-07 8.63274e-07 9.47582e-07 3.87077e-06 1.9518e-06 4.802e-06 3.90041e-06 9.09397e-06 6.0321e-06 3.66602e-06 3.0271e-06 3.03463e-06 2.87038e-06 2.82182e-06 5.65777e-06 3.13351e-06 6.40437e-06 4.90746e-06
threshold=0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.092630000000000018 0.10227500000000002 0.13131500000000004 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.093975000000000017 0.10585500000000002 -0.082304999999999975 -0.50375999999999987 0.084740000000000024 -0.11756999999999999 -0.088319999999999996 0.085045000000000023 -0.087969999999999979 -0.10863999999999999 -0.0078149999999999973 0.093840000000000021 -0.14757499999999998 -0.009184999999999997 -0.099454999999999974 -0.087404999999999997 -0.08595499999999999 -0.08645499999999999 -0.0092699999999999987 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 8 10 -9 -4 12 -11 -14 16 -16 17 18 19 -15 -20 -19 -18 -24 -22 26 -25 28 29 -27
right_child=1 -3 3 -5 5 -7 -8 9 -10 11 -12 -13 13 14 15 -17 22 21 20 -21 24 -23 23 25 -26 27 -28 -29 -30 -31
leaf_value=-2.983069486617751e-05 4.3837627745233474e-05 -9.9637916747497015e-06 6.1797971020075765e-07 3.2059611476142892e-05 -3.3524461647677272e-05 2.3184652544681313e-06 2.2291680963664679e-05 -7.3108544033444059e-05 0.00010305736525316163 1.8567848159224156e-05 -5.1919442230428101e-05 1.7126458763933833e-05 1.313049532773616e-05 1.0467687011855147e-05 -4.6064186971691525e-05 -1.9065645383385533e-06 -3.3043647811913008e-05 6.0174504002274123e-06 6.1988678542547864e-05 -6.8275141366029864e-05 4.6279472690002878e-05 -4.5285735783788068e-05 -3.5650550620630382e-05 1.7674667406026858e-05 7.8389778176867465e-06 -2.7423565941340905e-05 -5.0545346103688418e-05 -8.0525148420630252e-07 6.2650910573817484e-05 3.3034806299838239e-05
leaf_weight=20 20 28 173 20 29 51 36 22 21 26 20 28 46 55 23 145 30 26 25 20 21 30 25 20 259 29 31 1793 24 25
leaf_count=20 20 28 173 20 29 51 36 22 21 26 20 28 46 55 23 145 30 26 25 20 21 30 25 20 259 29 31 1793 24 25
internal_value=0 1.24535e-05 -1.94527e-07 -3.82312e-10 -2.1179e-07 -1.06746e-05 7.16587e-08 -2.02568e-07 5.7604e-06 -6.74665e-07 -4.82631e-06 -8.028e-08 -2.61881e-07 -4.48243e-07 -6.90251e-07 -7.95195e-06 -1.84671e-07 5.87152e-06 9.90027e-06 -1.05304e-05 1.49242e-05 -2.14664e-05 -1.52028e-06 -1.03456e-06 1.0722e-05 -5.84297e-07 -2.37924e-05 4.83125e-08 1.96693e-05 5.66421e-07
internal_weight=0 48 3073 3053 3033 80 2953 2917 214 2703 193 2681 2653 2627 2581 168 2413 436 380 75 305 56 1977 1947 280 1922 51 1871 78 54
internal_count=3121 48 3073 3053 3033 80 2953 2917 214 2703 193 2681 2653 2627 2581 168 2413 436 380 75 305 56 1977 1947 280 1922 51 1871 78 54
is_linear=0
shrinkage=0.1


Tree=4572
num_leaves=31
num_cat=0
split_feature=472 1429 1425 1426 46 52 132 1185 1203 12 12 133 133 3 0 123 13 1212 1210 14 16 456 456 43 13 4 4 133 133 151
split_gain=8.35275e-07 1.7596e-06 9.88798e-07 9.88051e-07 7.58628e-07 8.4549e-07 8.20633e-07 5.1936e-06 2.74823e-06 7.76684e-07 5.89825e-06 3.75426e-06 3.22437e-06 1.53023e-05 1.02258e-05 1.35361e-05 3.11061e-06 3.00343e-06 7.90632e-06 2.29389e-06 3.17275e-06 2.19939e-06 5.34556e-06 2.00472e-06 2.81632e-06 3.95794e-06 2.2958e-06 2.09344e-06 1.05325e-05 3.48415e-06
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 1.0000000180025095e-35 0.10987500000000001 0.62951500000000016 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.086420000000000011 0.086700000000000013 0.12599500000000005 0.091250000000000012 -0.086274999999999977 -0.087414999999999979 0.090910000000000019 -0.082199999999999981 -0.08867499999999999 -0.08453999999999999 0.078745000000000009 -0.5315899999999999 0.091580000000000009 0.089235000000000023 -0.50775499999999985 0.24813000000000004 0.50822500000000004 -0.51253999999999988 0.091250000000000012 0.093255000000000018 -0.076249999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 8 -8 -3 11 16 12 17 -14 -15 -16 -11 -9 -19 20 -12 22 23 -22 25 26 -25 29 -29 -28
right_child=1 2 -4 -5 -6 -7 7 9 -10 10 19 -13 13 14 15 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-1.8583723825334653e-05 2.7700551175297263e-05 -1.7108389130722602e-06 -2.0718770626800783e-05 2.2247271249398182e-05 1.8449483691669727e-05 -1.8882217745641586e-05 4.9967263545286619e-05 2.7404606821205979e-05 -3.5817604145483565e-05 6.7375625294516792e-05 3.644683719903696e-05 -3.40548620195997e-05 8.4065306436968982e-05 4.0498603950059727e-05 -8.9805625548646992e-05 2.12396107686107e-05 1.1602802260313183e-05 -6.3985143675554789e-05 -2.0395809017233437e-06 -2.6804667774437498e-05 2.8688135193078782e-05 2.5616930992434979e-05 -5.1449163220240737e-05 -3.1192906450759561e-05 -2.8740430306325751e-05 4.2896607601505822e-05 3.4422555077721238e-05 -6.332261205968813e-05 -6.8363437966080491e-07 2.1818424392770136e-06
leaf_weight=24 23 189 23 20 22 24 21 33 27 20 25 35 25 28 23 21 20 21 1093 30 25 34 20 23 33 22 35 29 361 792
leaf_count=24 23 189 23 20 22 24 21 33 27 20 25 35 25 28 23 21 20 21 1093 30 25 34 20 23 33 22 35 29 361 792
internal_value=0 1.44016e-07 -6.21646e-08 9.35555e-08 -5.26254e-08 -1.87902e-07 -3.75956e-08 4.25497e-07 -5.97418e-06 4.69026e-08 1.6156e-06 -1.75483e-06 -8.46063e-07 1.66608e-05 -6.74356e-06 -3.68068e-05 3.94892e-05 -2.32659e-06 -3.20732e-06 5.55453e-07 1.14216e-06 4.9979e-07 -1.37511e-07 6.39938e-07 9.84673e-08 8.52575e-07 1.06632e-07 6.9816e-07 -5.3414e-06 3.54632e-06
internal_weight=0 3097 3074 3051 3031 3009 2985 2769 216 2748 1469 1279 1244 97 72 44 40 1147 1114 1429 1399 1374 1340 1320 1295 1262 1240 1217 390 827
internal_count=3121 3097 3074 3051 3031 3009 2985 2769 216 2748 1469 1279 1244 97 72 44 40 1147 1114 1429 1399 1374 1340 1320 1295 1262 1240 1217 390 827
is_linear=0
shrinkage=0.1


Tree=4573
num_leaves=31
num_cat=0
split_feature=1373 1374 1375 16 151 150 149 457 1366 148 147 447 457 457 151 457 157 1375 456 151 130 1 1447 44 158 3 3 52 3 3
split_gain=7.73581e-07 1.43958e-06 8.76519e-07 6.62915e-06 7.0864e-06 1.08699e-06 1.40371e-06 9.14819e-07 8.56395e-07 9.74671e-07 1.34858e-06 1.96017e-06 1.6183e-06 1.27101e-06 1.40007e-06 1.2558e-06 3.12679e-06 1.90898e-06 1.14142e-06 3.65094e-06 1.17519e-06 1.25666e-06 1.04863e-06 1.20244e-06 4.57968e-06 1.23864e-06 5.49585e-06 2.58392e-06 4.22263e-06 6.08519e-06
threshold=-1.0000000180025095e-35 -0.08070999999999999 -0.062154999999999995 -0.008904999999999998 -0.0033899999999999994 0.12706500000000001 0.091325000000000003 0.098180000000000003 -0.079979999999999982 -0.10665499999999999 0.092780000000000015 0.089635000000000006 0.09228500000000002 0.087995000000000004 0.10561000000000002 -0.086839999999999987 -0.081579999999999986 0.08456000000000001 0.087680000000000022 -0.08317999999999999 -0.23123999999999997 0.16540500000000002 -0.11565499999999999 0.099360000000000018 -0.47356499999999996 -0.081234999999999988 -0.080934999999999993 -0.065544999999999978 -0.082234999999999989 -0.082879999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -4 -10 12 -12 13 14 15 16 -11 18 20 -20 -17 22 -22 24 -24 27 -27 28 29 -26
right_child=1 2 5 -5 -6 -7 -8 -9 9 10 11 -13 -14 -15 -16 17 -18 -19 19 -21 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-1.7177092013298536e-05 2.0918927651361189e-05 3.90849611790145e-05 1.4599929664611757e-05 -5.7234564445190533e-05 -2.9801588163991257e-05 2.0174563542241233e-05 -2.18741278817545e-05 -1.6320069426001284e-05 -2.0286839033993286e-05 1.3535941191851938e-05 -4.4900141620018987e-06 3.876583231513823e-05 2.7769270014860448e-05 -2.4036246246727058e-05 2.4142989893031579e-05 2.4310121793860163e-05 -3.3062144944374777e-05 2.2762343320898034e-05 -4.5024649394194554e-05 1.1956786400570191e-05 1.9101966894407366e-05 -2.2335064124490601e-05 4.670157525522102e-05 -2.1416866107196816e-05 -6.8032130056055269e-06 -4.0901716463142497e-05 -1.2564421388873698e-06 4.9099643273650046e-06 -4.4201369111690912e-05 4.2190057140244008e-05
leaf_weight=26 33 32 42 22 28 27 29 33 23 24 20 22 21 22 24 20 36 37 22 23 29 25 21 26 268 36 1218 878 26 28
leaf_count=26 33 32 42 22 28 27 29 33 23 24 20 22 21 22 24 20 36 37 22 23 29 25 21 26 268 36 1218 878 26 28
internal_value=0 1.44302e-07 -7.95916e-08 -1.02791e-05 6.9379e-06 2.01066e-07 1.84434e-08 2.35572e-07 4.2455e-07 2.15577e-07 3.8244e-07 1.81678e-05 1.14126e-07 -9.60648e-08 9.60855e-08 -1.16327e-07 -1.44229e-05 2.06742e-07 -1.11791e-07 -1.59008e-05 1.64133e-07 -2.48766e-08 1.9558e-07 -2.36466e-08 2.0109e-07 -1.96836e-07 -2.39458e-06 2.09981e-06 -5.56266e-06 -2.16871e-06
internal_weight=0 3095 3062 82 60 2980 2953 2924 2891 2849 2826 42 2784 2763 2741 2717 60 2657 2620 45 2575 2555 2530 2501 2475 2454 1254 1200 322 296
internal_count=3121 3095 3062 82 60 2980 2953 2924 2891 2849 2826 42 2784 2763 2741 2717 60 2657 2620 45 2575 2555 2530 2501 2475 2454 1254 1200 322 296
is_linear=0
shrinkage=0.1


Tree=4574
num_leaves=31
num_cat=0
split_feature=130 40 394 403 132 15 1185 50 403 403 16 1213 1186 129 394 393 399 39 33 47 9 3 47 47 47 1 47 47 41 12
split_gain=7.40362e-07 1.21891e-06 7.35911e-07 1.13044e-06 9.47598e-07 2.01161e-05 1.10266e-05 3.7087e-06 1.11703e-06 1.85449e-06 1.45513e-06 2.10075e-06 1.00383e-06 2.18223e-06 2.79469e-06 1.67448e-06 9.18943e-07 8.29804e-07 2.90222e-06 1.07584e-06 7.23072e-06 1.54106e-05 7.02689e-06 2.95799e-06 1.37019e-06 1.33053e-06 5.71607e-06 3.54278e-06 1.24118e-06 3.5971e-06
threshold=-0.22699999999999995 -0.16692999999999997 -0.14580499999999996 -0.014954999999999998 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.09227500000000001 -0.08989999999999998 -0.073254999999999987 -0.095094999999999985 -1.0000000180025095e-35 0.089315000000000019 -0.077709999999999987 -0.089794999999999986 0.096070000000000003 0.087955000000000019 -1.0000000180025095e-35 -0.012019999999999998 0.094160000000000008 0.088235000000000022 -0.13309499999999996 0.096850000000000006 0.09055500000000001 0.088195000000000009 0.099990000000000009 0.107145 0.10280000000000002 0.086565000000000017 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -6 8 -4 16 -11 -12 13 -8 -15 17 -10 -16 -19 20 23 -22 -21 24 28 27 -27 -24 -20 -30
right_child=1 2 4 -5 6 -7 12 -9 9 10 11 -13 -14 14 15 -17 -18 18 19 22 21 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=-1.6804246591233934e-05 1.9870798308646399e-05 -2.7578232580083298e-05 2.0902886456536618e-05 4.1916010082959907e-06 -7.0867461876001798e-05 8.8899630241730146e-05 -2.7762467123336264e-05 -4.0940235295238383e-05 -3.3201280118943113e-05 -1.387369339471871e-05 -9.9492255520255473e-06 2.9072004282489936e-05 1.8715288438372606e-05 3.7541438905464021e-05 1.4289510372924642e-05 2.8851148651938278e-05 -5.2292738018877577e-06 -3.3022368761184799e-05 -4.4602055810400488e-07 5.7541375493504654e-05 2.2098593741421135e-05 -9.5202122088267069e-05 -3.5991240028740707e-05 3.4936374261936484e-05 -2.3637090518604965e-05 5.6861784187276499e-05 -8.1457472382024828e-07 3.8996777560367014e-06 3.8145608508283002e-05 -1.6980874497676269e-05
leaf_weight=26 31 24 23 21 22 26 28 25 23 26 22 37 29 20 39 20 24 27 2209 24 21 24 31 24 25 20 122 79 29 20
leaf_count=26 31 24 23 21 22 26 28 25 23 26 22 37 29 20 39 20 24 27 2209 24 21 24 31 24 25 20 122 79 29 20
internal_value=0 1.41157e-07 -5.84574e-08 -1.27523e-05 1.30752e-07 6.67759e-06 -3.48682e-07 -5.19892e-06 5.65804e-07 -2.97778e-06 5.83606e-06 1.45217e-05 2.0718e-07 1.2852e-08 2.9731e-07 2.2851e-08 -1.89177e-05 -1.91168e-07 -4.03878e-07 -6.87566e-08 -7.61858e-07 -4.04618e-05 5.83767e-06 1.25234e-08 -3.54613e-07 9.13507e-07 7.30886e-06 -7.34231e-06 -9.68354e-08 1.5645e-05
internal_weight=0 3095 3064 45 3019 206 2813 180 155 132 85 59 2791 2762 2734 2714 47 2694 2655 2628 2352 45 276 2307 2283 252 142 110 2258 49
internal_count=3121 3095 3064 45 3019 206 2813 180 155 132 85 59 2791 2762 2734 2714 47 2694 2655 2628 2352 45 276 2307 2283 252 142 110 2258 49
is_linear=0
shrinkage=0.1


Tree=4575
num_leaves=31
num_cat=0
split_feature=33 11 34 45 1429 156 13 3 16 484 16 3 0 52 130 3 15 16 1212 401 47 47 47 132 132 1 399 132 12 16
split_gain=8.47176e-07 9.87617e-07 7.75264e-07 8.65451e-07 1.65168e-06 1.96241e-06 1.00048e-06 4.78001e-06 4.36213e-06 2.24469e-06 4.07898e-06 7.71995e-06 1.41724e-06 3.47653e-06 2.29586e-06 1.368e-06 1.52574e-06 1.26456e-06 1.19571e-06 1.49341e-06 1.35746e-06 9.13147e-06 4.33687e-06 1.40892e-06 2.04925e-06 3.32459e-05 1.67386e-05 5.03317e-06 1.36143e-06 2.54474e-06
threshold=-0.044254999999999996 -1.0000000180025095e-35 -0.097449999999999981 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.095710000000000017 -0.24124499999999996 0.63167000000000006 0.090535000000000018 -0.097644999999999996 -0.10519499999999998 -0.080434999999999993 -1.0000000180025095e-35 -0.050984999999999996 -0.12018999999999998 0.090750000000000011 0.18438500000000005 -0.52517999999999987 0.13699500000000003 0.092165000000000011 0.09550500000000002 0.089785000000000018 -0.44750499999999993 -0.083284999999999984 0.089475000000000013 0.091580000000000009 -0.084999999999999978 0.10312500000000001 -0.065999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6 9 10 11 -8 13 -12 -14 17 -17 -16 -9 20 22 -22 23 -20 25 27 28 -25 -26 -30
right_child=1 2 3 -5 5 -7 8 18 -10 -11 12 -13 14 -15 15 16 -18 -19 19 -21 21 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=1.9554164398207585e-05 -2.0345751833398634e-05 1.6582675101517452e-05 -2.8985708413529208e-05 1.3331385337144813e-05 -4.2825998534007579e-05 3.1066849478520455e-05 -1.193646705753447e-07 2.382231228693854e-05 5.0302892768741008e-05 -2.5454376022766896e-05 7.8345158286655565e-06 7.4683988879604101e-05 3.4622953968437287e-05 -4.0776978858048102e-05 5.1202950999140742e-07 2.1655667590245934e-05 -1.1895900973721165e-05 -3.3428786454827612e-05 -2.2870178414719972e-05 -2.7943331187998412e-05 -7.225430947073619e-05 -2.0123063104927225e-06 4.4449434467837406e-05 1.0991202778475392e-06 -5.2668246174218285e-07 0.00012806671483780346 -9.1737203852062529e-05 -5.2446539120865056e-05 2.4674542293637175e-05 -1.5905317943608597e-06
leaf_weight=22 24 28 20 47 27 20 37 20 20 27 31 22 20 28 23 33 23 21 27 20 20 248 22 107 1970 21 20 21 63 89
leaf_count=22 24 28 20 47 27 20 37 20 20 27 31 22 20 28 23 33 23 21 27 20 20 248 22 107 1970 21 20 21 63 89
internal_value=0 -1.38817e-07 1.88953e-08 -1.33315e-07 -3.44262e-07 -1.52038e-07 -3.62976e-07 -9.63068e-07 5.26947e-06 1.87072e-06 4.97062e-06 2.77734e-05 -2.54538e-06 -1.52353e-05 3.69385e-06 -2.49197e-06 7.87556e-06 -1.5687e-05 -5.36218e-07 -7.21595e-07 -5.1284e-07 -7.25425e-06 2.59253e-07 -1.60153e-07 1.0749e-07 1.14472e-05 -6.81312e-07 -7.68571e-06 1.76897e-07 9.29565e-06
internal_weight=0 3099 3075 3047 3000 2980 2960 2675 285 265 238 59 179 59 120 100 56 44 2648 2628 2608 268 2340 2318 2291 149 2142 128 2122 152
internal_count=3121 3099 3075 3047 3000 2980 2960 2675 285 265 238 59 179 59 120 100 56 44 2648 2628 2608 268 2340 2318 2291 149 2142 128 2122 152
is_linear=0
shrinkage=0.1


Tree=4576
num_leaves=31
num_cat=0
split_feature=12 4 400 399 15 400 1185 12 33 9 1 47 9 47 47 131 148 447 483 51 2 51 128 50 4 3 16 12 12 156
split_gain=8.76646e-07 1.58426e-06 8.44323e-07 3.21825e-06 2.94348e-06 2.74638e-06 2.08303e-06 2.03975e-06 8.3956e-07 8.56976e-07 1.79493e-06 8.50182e-07 1.21809e-05 8.09224e-06 2.53312e-06 1.13999e-06 9.80006e-07 1.85721e-06 1.19018e-06 1.04295e-06 3.18847e-06 1.95557e-06 1.46568e-06 2.92582e-06 2.77811e-06 5.55586e-06 1.2264e-06 3.83718e-06 9.89194e-06 5.33825e-06
threshold=0.23631000000000002 0.63113500000000011 -0.08262499999999999 0.090145000000000017 0.084905000000000022 -0.081639999999999976 -0.083264999999999992 0.087505000000000013 -0.044254999999999996 0.091600000000000015 0.13021500000000003 0.094160000000000008 0.084755000000000011 0.096475000000000019 0.091210000000000013 0.13440500000000002 -0.10069499999999999 0.094580000000000011 -0.47181499999999993 -0.44986999999999994 0.11510000000000002 -0.42247999999999991 0.090375000000000025 0.090295000000000014 -0.085964999999999986 -0.087909999999999988 0.26676500000000009 0.10149500000000002 0.098330000000000015 0.12734000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -4 -7 -1 -8 11 -11 12 14 -13 15 16 -10 18 -18 20 -20 -21 26 24 -24 -26 -23 28 29 -28
right_child=-2 -3 5 -5 -6 6 8 -9 9 10 -12 13 -14 -15 -16 -17 17 -19 19 21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-4.899361556454096e-06 -1.9450997997014583e-05 2.3823383116905461e-05 -3.6457129144331527e-05 4.470259628760687e-05 -2.1025342007655685e-05 3.199805643816944e-05 1.9536471448927407e-05 2.8610930054967938e-05 1.8228003105897577e-05 -3.5383576336503861e-05 5.9619770971559253e-06 6.6154684413959335e-05 -7.5007517576027158e-05 3.5149400613782317e-07 3.3510957291582602e-05 -2.37719817613695e-05 1.9829901781310489e-05 -2.7703246090823089e-05 -4.3723095829288171e-05 2.8127069072070299e-05 1.1382603181465086e-05 -7.4315656426943792e-07 1.964279161872101e-06 1.384924480054692e-05 -7.65324199164752e-05 -1.0796410636733829e-05 1.2960301752986144e-05 -2.5907090060475944e-05 7.7251940577601397e-05 -3.3771164113810905e-05
leaf_weight=34 23 28 21 20 39 20 21 39 28 21 21 20 22 285 22 21 29 25 21 24 21 1979 34 34 20 36 132 30 21 30
leaf_count=34 23 28 21 20 39 20 21 39 28 21 21 20 22 285 22 21 29 25 21 24 21 1979 34 34 20 36 132 30 21 30
internal_value=0 1.44409e-07 -7.15554e-08 7.75236e-06 1.1541e-06 -4.23072e-07 -1.63657e-07 1.30034e-05 -3.85691e-07 -5.31159e-07 -1.47108e-05 -3.21016e-07 -9.22511e-07 4.66646e-06 -2.72383e-07 -5.71471e-07 -3.73739e-07 -5.87553e-07 -3.06386e-07 -5.51538e-07 -1.61702e-05 -2.71202e-07 -5.65485e-07 -1.11424e-05 -2.05837e-05 -3.42736e-05 3.28449e-08 7.24274e-06 1.26771e-05 4.30633e-06
internal_weight=0 3098 3070 132 112 2938 2917 73 2897 2876 42 2834 2529 305 2507 2485 2464 2436 2411 2382 42 2340 2316 124 90 56 2192 213 183 162
internal_count=3121 3098 3070 132 112 2938 2917 73 2897 2876 42 2834 2529 305 2507 2485 2464 2436 2411 2382 42 2340 2316 124 90 56 2192 213 183 162
is_linear=0
shrinkage=0.1


Tree=4577
num_leaves=31
num_cat=0
split_feature=156 475 132 1203 1185 0 0 12 13 403 1204 9 10 1 9 12 132 46 1428 474 16 16 1452 4 12 130 12 12 1210 12
split_gain=8.43783e-07 1.10536e-06 8.05288e-07 4.37374e-06 4.24065e-06 9.02723e-07 8.10299e-07 1.44769e-06 1.44021e-06 1.07418e-06 2.44847e-06 7.72456e-07 2.56228e-06 4.89838e-06 2.60445e-06 2.15576e-06 8.69609e-07 7.60555e-07 1.29772e-06 1.76538e-06 1.24063e-06 7.49343e-07 2.03643e-06 2.00641e-06 2.56346e-06 1.86187e-06 1.76887e-06 4.70199e-06 4.4056e-06 3.40857e-06
threshold=0.3248100000000001 0.13528000000000004 -0.083449999999999983 0.089480000000000018 -0.087384999999999977 -0.098289999999999975 -0.091069999999999984 0.11418000000000002 1.0000000180025095e-35 -0.089609999999999981 -0.08130999999999998 0.092890000000000014 0.053330000000000009 0.11829500000000003 0.087755000000000014 -0.010834999999999999 -0.050879999999999988 0.084955000000000017 -0.071779999999999997 -0.42010499999999995 -0.072804999999999981 0.064860000000000015 -0.073879999999999987 -0.17966999999999997 0.051320000000000005 -0.22562499999999999 0.085355000000000014 0.085635000000000003 -0.08126499999999999 0.085955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -7 8 9 -8 -11 12 14 -14 16 -13 -6 18 -18 -20 -19 22 -21 24 -24 -25 28 -28 -27 -29
right_child=-2 -3 4 -5 11 6 7 -9 -10 10 -12 15 13 -15 -16 -17 17 20 19 21 -22 -23 23 25 -26 26 27 29 -30 -31
leaf_value=-1.8320955679748162e-05 -1.9082933621298847e-05 2.3006385741349994e-05 4.416402847379108e-05 -5.0452588811822356e-05 1.817138327169232e-05 1.7988531912124018e-05 1.5533563593635335e-05 -2.1916170649254647e-05 2.5821383832922239e-05 5.992418136559407e-06 -3.3534253605466801e-05 3.6563572107947302e-05 -6.0452263296610917e-05 7.9269849679390485e-06 3.3762546018292401e-05 -6.8974300011177546e-06 -2.2647168734343164e-05 -3.239978915106886e-06 2.8682205205162366e-05 3.2149689061498066e-05 3.1172789376796573e-05 -3.9268499009843315e-06 4.4319227163214238e-05 -2.8058888134789112e-05 -3.427530116988981e-06 -4.7683317577386993e-05 3.755179108387942e-05 -3.5187843182939106e-05 -2.3436169017065044e-06 2.1480719543493532e-06
leaf_weight=27 23 21 22 20 26 25 25 28 23 42 25 21 20 22 23 25 26 22 21 20 20 496 23 24 22 22 37 25 829 1116
leaf_count=27 23 21 22 20 26 25 25 28 23 42 25 21 20 22 23 25 26 22 21 20 20 496 23 24 22 22 37 25 829 1116
internal_value=0 1.41684e-07 -1.43638e-08 -5.91675e-06 4.29037e-07 -1.34897e-06 1.37867e-06 -1.52515e-06 3.43962e-06 -2.15582e-06 -8.75634e-06 9.02447e-08 -1.21369e-07 -2.46346e-05 2.52742e-07 1.29435e-05 -2.9678e-08 -2.04753e-07 -4.15492e-07 -1.96128e-07 1.31471e-05 -4.28127e-07 3.91215e-07 8.84654e-08 2.09764e-05 -3.6938e-07 -4.18546e-08 2.46772e-06 -3.51574e-06 1.33002e-06
internal_weight=0 3098 3077 215 2862 195 168 143 115 92 67 2840 2794 42 2752 46 2729 2703 2661 2635 42 2614 2118 2098 45 2053 2029 1178 851 1141
internal_count=3121 3098 3077 215 2862 195 168 143 115 92 67 2840 2794 42 2752 46 2729 2703 2661 2635 42 2614 2118 2098 45 2053 2029 1178 851 1141
is_linear=0
shrinkage=0.1


Tree=4578
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 393 120 1 120 40 9 10 2 9 133 43 13 4 15 16 16 4 16 16 16 52 133 15 15 3 42
split_gain=7.02414e-07 4.45136e-06 2.42063e-06 1.71723e-06 8.73841e-07 7.04496e-07 1.63474e-06 4.14061e-06 1.62638e-06 1.11903e-06 2.0776e-06 5.01102e-06 2.2078e-06 8.37098e-07 2.19329e-06 4.07175e-06 1.90567e-06 3.40933e-06 5.15561e-06 2.62771e-06 2.73451e-06 1.63192e-06 1.02533e-05 6.07493e-06 2.78367e-06 3.00394e-06 5.59371e-06 4.84998e-06 9.05207e-06 1.52424e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.10277000000000001 0.09852000000000001 0.16540500000000002 1.0000000180025095e-35 -0.24134999999999998 0.092890000000000014 0.053330000000000009 -0.15339499999999998 0.087755000000000014 -0.14032999999999998 -0.011694999999999999 -0.011914999999999999 0.11275500000000001 0.084370000000000014 -0.093244999999999981 -0.085589999999999986 -0.07958999999999998 -0.092484999999999984 -0.094359999999999986 -0.091354999999999978 -0.075329999999999994 0.10622000000000002 -0.064294999999999977 0.050935000000000008 -0.090569999999999984 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 -3 10 12 -12 13 14 -10 16 17 18 -16 20 -19 22 24 -23 -15 27 -27 -26 -29 -30
right_child=1 5 -4 -5 -6 -7 -8 -9 9 -11 11 -13 -14 21 15 -17 -18 19 -20 -21 -22 23 -24 -25 25 26 -28 28 29 -31
leaf_value=-1.4099517293288957e-06 4.6288238705268931e-05 2.8756404790328813e-05 -3.4733592771772234e-05 -2.8730215672112538e-05 1.844826969877781e-05 -1.8622521165525543e-05 2.6763817961340385e-05 -4.2261196230820927e-05 3.096093764421918e-05 1.6958296717534839e-05 1.2370168587949594e-05 -5.6712380146131013e-05 3.1791628862265499e-05 2.8880193143844801e-05 6.8756518948762479e-05 -2.7990497860505332e-05 -1.8651541706111115e-05 7.9197229704157897e-06 4.8592429136208795e-06 2.8246035231387188e-05 -3.3702222673228892e-05 5.5636387050981286e-05 -6.7952015431274059e-05 2.3340641604917907e-07 -2.1489265720640913e-06 -8.8294047386358115e-06 5.4225530114611811e-05 7.6575358247389569e-06 -7.9347660175699275e-07 -0.0001242537427606294
leaf_weight=150 21 20 25 21 26 20 23 23 30 39 21 21 22 27 23 37 22 38 28 26 27 20 25 1897 357 34 24 34 20 20
leaf_count=150 21 20 25 21 26 20 23 23 30 39 21 21 22 27 23 37 22 38 28 26 27 20 25 1897 357 34 24 34 20 20
internal_value=0 4.15146e-07 -5.42123e-06 -1.70138e-06 1.52365e-06 8.0422e-08 2.11303e-07 -4.11393e-09 3.41517e-07 1.37971e-07 -1.00311e-07 -2.21711e-05 2.41619e-07 -1.65067e-08 5.73892e-06 1.97444e-06 8.73482e-06 1.29778e-05 3.36757e-05 1.37787e-06 -9.36939e-06 -5.57395e-07 -5.40772e-06 8.11424e-07 -2.37747e-06 -4.10336e-06 1.72623e-05 -6.97855e-06 -3.02782e-05 -6.25236e-05
internal_weight=0 2899 222 197 176 2878 2858 2835 2812 2792 2753 42 2711 2689 231 201 164 142 51 91 65 2458 541 1917 516 489 58 431 74 40
internal_count=3121 2899 222 197 176 2878 2858 2835 2812 2792 2753 42 2711 2689 231 201 164 142 51 91 65 2458 541 1917 516 489 58 431 74 40
is_linear=0
shrinkage=0.1


Tree=4579
num_leaves=31
num_cat=0
split_feature=12 130 34 10 9 1 9 2 123 132 50 1185 1203 4 12 133 132 40 123 40 15 45 16 51 160 402 129 52 48 123
split_gain=7.70767e-07 1.63355e-06 8.2911e-07 4.26816e-06 2.81702e-06 5.1036e-06 2.22438e-06 1.26337e-06 8.39802e-07 8.31308e-07 2.13354e-05 1.15138e-05 3.55261e-06 9.23567e-07 9.4435e-07 1.02195e-06 8.7151e-07 8.10693e-07 1.81586e-06 1.5775e-06 9.6389e-07 8.61726e-07 1.03815e-06 4.03102e-06 4.29674e-06 3.70308e-06 2.28525e-06 1.93348e-06 2.40269e-06 2.80545e-06
threshold=0.23631000000000002 -0.22461999999999996 -0.057544999999999992 0.046740000000000011 0.091600000000000015 0.12205500000000001 0.082870000000000013 -0.033169999999999991 0.083855000000000013 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.11275500000000001 0.10911500000000002 -0.41317499999999996 -0.050879999999999988 -0.083564999999999987 0.087505000000000013 -0.081564999999999985 0.19724500000000003 0.094030000000000016 -0.15241499999999997 0.081440000000000026 0.10210000000000001 0.095140000000000016 -0.082304999999999975 0.25317500000000004 -0.072824999999999987 0.08592000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 6 -6 9 -3 -9 10 12 -11 13 14 15 -4 -13 18 -18 -19 21 22 23 24 25 27 -24 28 -21 -30
right_child=-2 2 4 -5 5 -7 -8 8 -10 11 -12 16 -14 -15 -16 -17 17 19 -20 20 -22 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=2.4625101541965305e-05 -1.823858913706752e-05 -1.9007631211328167e-05 -1.9900243736022582e-05 5.0213575414090882e-05 -6.2998072671689435e-05 3.1420161186750717e-06 3.2436124829040461e-05 2.3144330078225939e-05 -2.0188169956883133e-06 -7.2752748184773912e-05 0.00010150216228447833 1.8471842980943621e-05 -4.4523294491227716e-05 -2.0237197968526747e-05 1.7894885650093785e-05 3.1234991580481157e-06 -2.9764842333704643e-05 2.5498227235705901e-05 5.0478195677691649e-06 -1.9005184273532172e-05 2.0119278222251605e-05 -1.6027144915174828e-05 3.2654021461811768e-05 -4.3184816534519021e-05 -4.59461599738071e-05 -3.8619113423589047e-05 2.5817293840479763e-07 -1.9506903892409271e-05 1.5348065707475264e-05 -1.811636916656802e-05
leaf_weight=27 23 27 24 20 20 28 21 21 36 22 21 25 20 20 32 98 29 24 31 31 23 35 22 26 21 22 2128 31 184 29
leaf_count=27 23 27 24 20 20 28 21 21 36 22 21 25 20 20 32 98 29 24 31 31 23 35 22 26 21 22 2128 31 184 29
internal_value=0 1.35412e-07 -7.98991e-08 8.69634e-06 -3.87526e-07 -2.44164e-05 7.60398e-09 -1.18872e-06 7.25182e-06 -2.27385e-07 5.75567e-06 -7.06832e-07 -4.60864e-06 -2.07503e-08 2.60476e-06 -1.40576e-06 -1.11188e-07 -2.87431e-07 -1.17783e-05 -1.97862e-08 -2.59767e-07 -4.45105e-07 -2.26431e-07 -5.32704e-06 -2.23175e-06 8.59172e-07 5.89665e-07 4.01744e-06 7.00618e-06 1.07919e-05
internal_weight=0 3098 3071 104 2967 48 2919 84 57 2898 215 2683 194 174 154 122 2661 2636 60 2576 2552 2529 2494 344 318 297 2150 275 244 213
internal_count=3121 3098 3071 104 2967 48 2919 84 57 2898 215 2683 194 174 154 122 2661 2636 60 2576 2552 2529 2494 344 318 297 2150 275 244 213
is_linear=0
shrinkage=0.1


Tree=4580
num_leaves=31
num_cat=0
split_feature=160 483 479 479 481 43 0 481 50 1447 1447 160 12 0 1452 1455 482 482 13 2 39 3 3 11 9 9 15 1 2 1
split_gain=7.62148e-07 1.5928e-06 9.9941e-07 1.07143e-06 1.24338e-06 4.09779e-06 1.06566e-05 2.69293e-06 1.94528e-06 1.60141e-06 5.18098e-06 2.19596e-06 1.90753e-06 8.73141e-07 8.7091e-07 1.01831e-06 1.23281e-06 1.17714e-06 3.48844e-06 3.436e-06 2.92569e-06 1.06116e-06 9.61737e-06 4.94694e-06 4.30203e-06 5.93316e-06 2.42405e-06 6.32399e-06 2.20239e-05 1.93324e-05
threshold=0.62940000000000007 -0.47181499999999993 0.10769500000000001 0.098035000000000011 -0.087424999999999989 -0.077604999999999993 -0.086554999999999979 -0.085629999999999984 0.099260000000000015 -0.086849999999999997 -0.085709999999999995 -0.55248999999999981 0.085325000000000012 -0.080434999999999993 -0.069739999999999983 -0.22060499999999997 0.11614500000000001 0.090355000000000005 -0.077799999999999994 0.092875000000000013 0.15619500000000003 -0.013929999999999998 -0.011549999999999998 -1.0000000180025095e-35 0.092235000000000011 0.085355000000000014 -0.083359999999999976 0.092695000000000013 0.087545000000000026 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -7 -6 -3 12 -11 -12 -9 -4 -13 -16 17 20 19 -19 21 24 -23 -24 25 -17 27 28 -25 -29
right_child=-2 2 13 -5 7 6 -8 9 -10 10 11 14 -14 -15 15 16 -18 18 -20 -21 -22 22 23 26 -26 -27 -28 29 -30 -31
leaf_value=2.8257956728339195e-05 -1.8986458932583143e-05 2.9907787314226411e-05 -9.8330825039738576e-07 2.3221851024572969e-05 2.8758539723860329e-05 1.1581079373475708e-05 -8.7255041894422912e-05 -2.9370619449764492e-06 -1.1685366553138011e-05 -4.4690962120232423e-05 3.2370112950004462e-05 -1.7961143697886184e-05 3.9734096290802971e-05 -3.0532263522218273e-05 1.9411655958484281e-05 -1.1153621537770487e-06 -2.1366845430748072e-05 1.6048309363533329e-05 3.7294254214044264e-05 -3.2534771313900517e-05 -3.7461972325607872e-05 5.8874719943560198e-05 -4.8059832879516767e-05 -0.00011862055069286726 -4.0021489397596662e-05 5.2323188893275249e-05 9.5210863486573952e-06 9.8508504452183841e-05 4.5353368271739699e-06 -4.537850749841535e-06
leaf_weight=20 21 23 20 20 33 24 20 20 22 26 21 27 22 20 27 1954 27 37 33 24 21 30 20 20 28 21 264 20 53 203
leaf_count=20 21 23 20 20 33 24 20 20 22 26 21 27 22 20 27 1954 27 37 33 24 21 30 20 20 28 21 264 20 53 203
internal_value=0 1.28622e-07 -5.40363e-08 1.52592e-07 -1.84555e-10 -1.16444e-05 -3.33444e-05 3.53394e-07 9.57336e-06 2.99395e-08 -2.55128e-07 1.53117e-07 1.94145e-05 -1.57578e-05 -8.77364e-08 8.57295e-08 -1.03672e-07 1.06778e-07 1.11028e-05 -3.06635e-06 -2.85639e-07 1.31372e-08 3.66485e-06 8.0917e-07 -1.09897e-06 -5.47155e-07 2.55449e-06 -3.65896e-06 -2.9206e-05 4.70397e-06
internal_weight=0 3100 3080 3040 3020 89 44 2931 45 2898 2856 2830 42 40 2809 2782 2755 2728 94 61 2634 2613 610 580 2003 1975 560 296 73 223
internal_count=3121 3100 3080 3040 3020 89 44 2931 45 2898 2856 2830 42 40 2809 2782 2755 2728 94 61 2634 2613 610 580 2003 1975 560 296 73 223
is_linear=0
shrinkage=0.1


Tree=4581
num_leaves=31
num_cat=0
split_feature=1420 157 471 1419 43 156 475 474 14 1 1429 474 160 42 157 156 157 1371 157 16 151 1429 52 457 457 133 1373 1375 0 0
split_gain=7.09014e-07 2.14095e-06 8.74992e-07 1.19537e-06 3.66433e-06 1.18109e-06 8.56397e-07 1.07492e-06 3.50658e-06 4.51904e-06 5.44822e-06 3.23124e-06 5.19628e-06 3.98513e-06 2.72118e-06 8.18582e-06 4.73162e-06 3.8123e-06 2.3259e-06 4.30815e-06 5.06761e-06 3.14477e-06 2.30815e-06 1.24956e-06 1.87112e-06 5.0751e-06 2.58445e-06 4.95849e-06 1.89478e-06 7.88543e-06
threshold=0.056520000000000008 0.63397500000000007 0.10338500000000002 0.089680000000000024 -0.064334999999999989 -0.092099999999999987 0.058495000000000012 0.091180000000000011 -0.23960999999999996 0.088135000000000005 0.08759500000000002 0.08708500000000001 -0.087429999999999994 0.083865000000000009 -0.087424999999999989 0.086765000000000023 -0.086394999999999986 0.083235000000000017 -0.00078499999999999989 0.26799500000000004 -0.085134999999999975 0.084545000000000009 -0.55252499999999982 -0.14249999999999999 -0.084579999999999975 0.08653000000000001 1.0000000180025095e-35 -0.42089999999999994 -0.14794999999999997 -0.14116499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 11 -9 10 -10 14 -13 -14 15 -7 -16 18 19 20 -18 -22 -20 -24 25 -25 27 -26 -29 -30
right_child=-2 -3 -4 4 -6 6 -8 8 9 -11 -12 12 13 -15 16 -17 17 -19 22 -21 21 -23 23 24 26 -27 -28 28 29 -31
leaf_value=-1.8699131321815965e-05 -1.749271870484454e-05 3.2742186995164957e-05 -1.9513683768131475e-05 4.76580040412955e-05 -1.2150749413801047e-05 4.1557232769798926e-06 1.3583799707446262e-05 1.7536897739773849e-05 -7.8851621392892594e-05 4.5567427727425037e-06 -1.0938078641494806e-05 6.2794992845738304e-05 -2.1471995738654092e-05 3.0952879111784316e-05 4.3498412327608095e-05 -6.4565358257613506e-05 3.6768019744459124e-05 -3.2530808360004614e-05 -3.4279982537555041e-05 5.601138760539471e-05 -3.05563784144801e-05 1.0958492520011212e-05 2.0464609663357463e-05 -4.7150276905399395e-05 -4.990712185644952e-05 1.5016100284507654e-05 3.3357207212247888e-05 8.9062865894307985e-06 -4.4253140829757129e-05 3.6938142752437216e-08
leaf_weight=34 23 20 23 20 21 52 46 35 21 41 27 21 29 29 25 26 35 36 20 20 36 37 29 29 20 24 23 221 41 2057
leaf_count=34 23 20 23 20 21 52 46 35 21 41 27 21 29 29 25 26 35 36 20 20 36 37 29 29 20 24 23 221 41 2057
internal_value=0 1.29863e-07 -8.20433e-08 6.42506e-08 1.70243e-05 -1.66459e-07 4.49871e-08 -1.67278e-07 -9.27899e-06 -1.98246e-05 -4.06503e-05 2.34805e-07 2.01727e-05 4.74044e-06 -3.4194e-07 -1.87513e-05 1.99307e-07 -2.12594e-07 2.3627e-07 1.33792e-05 5.4844e-06 -9.51459e-06 -4.46482e-07 -1.69612e-07 -4.17394e-07 -1.89995e-05 -4.37913e-10 -3.28452e-07 9.91342e-08 -8.28597e-07
internal_weight=0 3098 3078 3055 41 3014 2980 2934 124 89 48 2810 79 58 2731 78 2653 2628 2592 128 108 73 2464 2444 2415 53 2362 2339 2319 2098
internal_count=3121 3098 3078 3055 41 3014 2980 2934 124 89 48 2810 79 58 2731 78 2653 2628 2592 128 108 73 2464 2444 2415 53 2362 2339 2319 2098
is_linear=0
shrinkage=0.1


Tree=4582
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 2 2 400 130 130 400 1185 1213 0 9 33 9 9 3 51 52 160 151 457 44 0 13 1 1 160 2
split_gain=7.07943e-07 1.89299e-06 8.80813e-07 8.0996e-07 2.1042e-06 4.40884e-06 7.86832e-07 2.87979e-06 5.57196e-06 2.34011e-06 1.59372e-06 1.57355e-06 2.56449e-06 8.30977e-07 2.37381e-06 1.57785e-06 1.54477e-06 8.45472e-07 2.66966e-06 2.57196e-06 2.87813e-06 2.64672e-06 3.19586e-06 2.33182e-06 4.62472e-06 2.06781e-06 2.05016e-06 5.46692e-06 4.16237e-06 2.69419e-06
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -1.0000000180025095e-35 0.087195000000000009 0.10060500000000001 -0.08262499999999999 0.087380000000000013 0.0032450000000000001 -0.081639999999999976 -0.083264999999999992 0.085855000000000015 -0.084889999999999979 0.092890000000000014 -0.012019999999999998 0.10750500000000002 0.087755000000000014 0.0051600000000000005 -0.22411499999999998 -0.15275999999999998 0.10580000000000002 0.084990000000000024 -0.06290999999999998 0.099360000000000018 -0.26343999999999995 -0.16152999999999998 0.090475000000000014 0.11230000000000001 0.010565000000000001 0.14445500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 11 -8 -11 12 -5 14 -12 -15 17 25 -19 -20 21 22 -21 24 -24 -16 28 -28 -26 -29
right_child=1 2 3 6 5 -7 9 -9 -10 10 13 -13 -14 15 16 -17 -18 18 19 20 -22 -23 23 -25 26 -27 27 29 -30 -31
leaf_value=-1.7108709410725472e-05 2.8714535149091439e-05 -1.8775108503177765e-05 2.9075667011698792e-05 3.9792626090015154e-05 -2.9961143533502514e-05 2.471885833680669e-05 -3.465179355771397e-05 -1.9783933457802052e-05 5.9988584391910333e-05 2.7803896809928119e-05 -3.142800779460231e-05 -1.829954552855876e-05 -4.9097382378187669e-06 3.2227744701561859e-05 -3.2669408808162969e-05 -4.1600572278464546e-06 2.7217219985686826e-05 3.1218340651939516e-05 -2.3907621032383369e-05 4.458353429546823e-05 -2.8857412573415791e-05 -2.7958849941136405e-05 5.0383293758689745e-05 -2.3998387086976438e-05 4.5640178186813041e-06 -1.1442513942246328e-06 4.3893370617584692e-05 -1.251359376778162e-05 -4.8224892561847814e-05 1.9028646728555842e-05
leaf_weight=24 23 25 34 21 29 30 20 30 22 20 25 24 33 22 21 26 20 32 37 23 25 21 24 24 59 2256 38 68 20 45
leaf_count=24 23 25 34 21 29 30 20 30 22 20 25 24 33 22 21 26 20 32 37 23 25 21 24 24 59 2256 38 68 20 45
internal_value=0 1.32586e-07 -8.12673e-08 7.20112e-08 9.26092e-06 -2.15775e-06 -2.17085e-07 7.38973e-06 1.55418e-05 -5.67009e-07 -3.24067e-07 3.00557e-06 1.24745e-05 -5.25991e-07 -7.5466e-07 1.25177e-05 -4.72009e-07 -6.77647e-07 3.46775e-06 1.1552e-06 3.82761e-06 6.36526e-06 8.75997e-06 5.79615e-06 8.61138e-06 -1.435e-06 4.25257e-06 1.10815e-05 -8.80026e-06 4.74755e-08
internal_weight=0 3097 3074 3049 93 59 2956 130 100 2826 2806 78 54 2786 2738 48 2713 2693 416 384 347 322 301 278 254 2277 230 151 79 113
internal_count=3121 3097 3074 3049 93 59 2956 130 100 2826 2806 78 54 2786 2738 48 2713 2693 416 384 347 322 301 278 254 2277 230 151 79 113
is_linear=0
shrinkage=0.1


Tree=4583
num_leaves=31
num_cat=0
split_feature=46 44 47 47 47 47 393 33 1428 157 475 475 475 1371 43 156 475 151 49 447 49 151 3 1 3 1 3 4 2 13
split_gain=8.0863e-07 2.78873e-06 9.94572e-07 8.57271e-06 6.76671e-06 1.29572e-06 1.03362e-06 9.72152e-07 9.1864e-07 1.31088e-06 9.90283e-07 2.03637e-06 3.92191e-06 4.63537e-06 3.3897e-06 4.43747e-06 2.06246e-06 1.20254e-06 2.59951e-06 1.99166e-06 2.86721e-06 1.56648e-06 1.32873e-06 6.38871e-06 3.02402e-06 6.24841e-06 3.14911e-06 7.17518e-06 3.83417e-06 2.86695e-06
threshold=0.084955000000000017 0.10049500000000001 0.094460000000000002 0.096770000000000009 0.091680000000000011 0.089640000000000011 0.12069000000000002 -0.012019999999999998 -0.071779999999999997 0.41580000000000006 -0.10664 -0.086304999999999979 -0.085774999999999976 0.083235000000000017 -0.084999999999999978 0.085050000000000014 -0.085024999999999989 -0.10737499999999998 -0.0049799999999999992 0.089395000000000016 -0.047584999999999995 -0.089594999999999994 0.11924500000000002 0.11181500000000001 0.096675000000000011 0.090475000000000014 0.048265000000000009 1.0000000180025095e-35 0.086885000000000004 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 7 -1 -9 10 -10 14 -13 16 -12 -16 -14 18 -18 21 -21 -19 24 -24 26 -26 29 28 -28 -23
right_child=1 -3 3 -5 -6 -7 -8 8 9 -11 11 12 13 -15 15 -17 17 19 -20 20 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=1.956740979858296e-05 4.1319882886909911e-05 -7.947062746367281e-06 -6.57811714270131e-05 -8.4609201340116229e-07 5.5621610202003721e-05 -2.3694617985988179e-05 1.8918907059334494e-05 -1.8596280209816609e-05 -1.5522587668621263e-05 2.1087364639870117e-05 -1.6022621780393822e-05 -4.4589849640033211e-05 -2.6731684689972703e-05 3.4075280351923237e-05 3.0047857142728226e-06 6.8087569197814452e-05 3.3848520342871782e-05 2.3666903163959636e-05 -2.120044543382257e-06 -2.8130527446344128e-06 -4.6381986881580974e-05 -2.0973449026519442e-05 4.7247766020987137e-05 -3.7567792730897057e-06 -6.8928560258427746e-05 -1.8001993596091128e-07 -3.4227356918563602e-05 6.9235080584240639e-05 2.4011482386972954e-05 -5.1250655410560121e-07
leaf_weight=25 20 27 22 268 22 23 29 27 42 29 20 20 30 39 22 20 32 27 54 44 23 71 33 96 20 39 20 21 26 1930
leaf_count=25 20 27 22 268 22 23 29 27 42 29 20 20 30 39 22 20 32 27 54 44 23 71 33 96 20 39 20 21 26 1930
internal_value=0 1.30176e-05 -1.99038e-07 -5.7722e-06 3.815e-07 -5.85007e-08 1.39977e-07 -6.09783e-08 -2.43738e-07 -5.73126e-08 -2.90555e-07 -4.32631e-08 -4.82901e-07 -1.3075e-07 1.78614e-05 3.39966e-05 -6.71721e-07 -3.50786e-07 1.12636e-05 -7.75823e-07 -1.77696e-05 -2.77102e-07 -5.63666e-07 9.2909e-06 -1.16133e-06 -2.34846e-05 -5.24451e-07 2.08013e-05 -1.30975e-06 -1.23851e-06
internal_weight=0 47 3074 290 2784 2762 2739 2710 2685 2658 2629 2587 2525 2505 62 42 2466 2436 86 2350 67 2283 2256 129 2127 59 2068 67 46 2001
internal_count=3121 47 3074 290 2784 2762 2739 2710 2685 2658 2629 2587 2525 2505 62 42 2466 2436 86 2350 67 2283 2256 129 2127 59 2068 67 46 2001
is_linear=0
shrinkage=0.1


Tree=4584
num_leaves=31
num_cat=0
split_feature=448 447 46 45 1429 156 1429 48 456 456 1375 1375 48 48 9 9 8 34 13 49 34 2 482 42 42 13 483 457 453 0
split_gain=8.72785e-07 1.82348e-06 1.12911e-06 1.08081e-06 1.15278e-06 2.05003e-06 1.46011e-06 1.08197e-06 1.01718e-06 1.19542e-06 1.12933e-06 1.38829e-06 1.1947e-06 1.3896e-06 2.71924e-06 3.43588e-06 2.75016e-06 2.51136e-06 2.21717e-06 2.4514e-06 1.95683e-06 9.53538e-07 9.66888e-07 5.20451e-06 3.7911e-06 3.50147e-06 1.7566e-06 1.29043e-06 1.22697e-06 1.44845e-06
threshold=0.068920000000000023 0.094005000000000019 0.10987500000000001 0.083445000000000005 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 -0.11155999999999998 -0.11319999999999998 -0.085409999999999986 0.093520000000000006 0.086520000000000014 -0.089814999999999992 -0.032929999999999994 0.092890000000000014 0.088235000000000022 0.097795000000000007 -0.08786999999999999 -0.083364999999999981 -0.047584999999999995 -0.084034999999999985 -0.080614999999999978 0.098465000000000011 0.096450000000000022 0.22070000000000004 -0.078279999999999975 0.10045000000000003 -0.11701499999999999 0.084790000000000018 -0.15931499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 -9 -10 11 12 -11 18 15 17 -16 -15 -14 -20 -19 -22 24 25 27 26 -24 -23 29 -29
right_child=-2 -3 -4 -5 5 -7 7 8 9 10 -12 -13 13 14 16 -17 -18 20 19 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=2.326312553902556e-05 -2.082296294247499e-05 2.3882056412105614e-05 2.2994943009550862e-05 -1.915966261852494e-05 2.506432815014547e-05 -3.2157227324205457e-05 -1.8235171875968455e-05 -2.0972872508813769e-05 2.4503796093995337e-05 2.4345517394976924e-05 -1.7154177141109309e-05 2.366128849098459e-05 1.4400755699170988e-05 3.2299751455866503e-05 5.1012800278320878e-05 -4.051060705456794e-05 4.1955683307357755e-07 -3.1356046260953004e-05 2.6862201229960194e-06 -4.1942920756810056e-05 2.1266036128508858e-05 2.520357549201435e-05 -3.4158017884196437e-05 -4.9268390110228216e-05 4.3618812132990572e-05 3.060250960672796e-05 5.3666152898981441e-06 1.1010715713857393e-05 -1.9754029811736021e-05 -5.8463301631335539e-07
leaf_weight=21 20 32 21 30 23 20 33 23 20 20 38 25 20 24 21 21 22 20 20 32 21 20 22 25 20 29 23 113 32 2310
leaf_count=21 20 32 21 30 23 20 33 23 20 20 38 25 20 24 21 21 22 20 20 32 21 20 22 25 20 29 23 113 32 2310
internal_value=0 1.34299e-07 -1.13315e-07 -2.72526e-07 -8.47806e-08 -2.4838e-07 -3.40104e-08 -2.29427e-07 -2.60075e-08 1.40237e-07 -2.90715e-08 2.00067e-07 -8.29173e-09 -1.82559e-07 1.80016e-07 -2.20267e-07 2.51279e-05 9.79338e-08 -1.38949e-05 -2.47779e-05 -1.95365e-07 4.29572e-08 -1.28857e-07 -9.82102e-06 2.55722e-07 3.50579e-06 -1.39565e-05 -9.46864e-08 -3.00782e-07 -4.38677e-08
internal_weight=0 3101 3069 3048 3018 2997 2977 2954 2921 2898 2878 2840 2815 2795 2723 2680 43 2659 72 52 2635 2615 2594 99 2495 74 45 2475 2455 2423
internal_count=3121 3101 3069 3048 3018 2997 2977 2954 2921 2898 2878 2840 2815 2795 2723 2680 43 2659 72 52 2635 2615 2594 99 2495 74 45 2475 2455 2423
is_linear=0
shrinkage=0.1


Tree=4585
num_leaves=31
num_cat=0
split_feature=12 130 448 0 45 10 0 10 42 33 16 1374 402 151 16 484 457 0 1371 160 159 484 52 16 3 160 484 42 12 2
split_gain=7.51726e-07 1.29706e-06 7.0265e-07 1.50664e-06 1.05203e-06 8.91972e-07 1.10797e-05 7.10051e-06 1.74986e-06 1.26453e-06 1.05173e-06 5.30708e-06 3.97113e-06 3.87149e-06 2.86914e-06 4.73279e-06 6.08815e-06 4.86021e-06 2.10192e-06 1.8337e-06 3.43069e-06 7.04497e-06 3.37607e-06 5.74261e-06 7.38022e-06 3.85452e-06 2.56756e-06 1.74207e-06 3.47755e-06 1.70596e-06
threshold=0.23631000000000002 -0.22461999999999996 0.068920000000000023 -0.26609999999999995 0.10331000000000001 -0.011559999999999999 -0.10224499999999999 -0.086389999999999981 0.086730000000000015 -0.012019999999999998 -0.0094449999999999968 0.087855000000000016 0.10874500000000002 -0.29526499999999994 -0.0048099999999999992 -0.081684999999999994 0.060310000000000009 -0.084674999999999986 0.083235000000000017 -0.080719999999999986 0.10545500000000001 0.085905000000000009 -0.0087299999999999982 0.38525000000000004 -0.059315 -0.063384999999999983 -0.017214999999999998 0.094365000000000018 0.09202500000000001 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 -8 -7 18 12 13 -12 15 -15 17 -17 -11 20 21 27 29 24 25 -24 -27 28 -16 -21
right_child=-2 2 -4 4 -6 9 7 -9 -10 10 11 -13 -14 14 19 16 -18 -19 -20 22 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=2.1955875133614798e-05 -1.8011905511071826e-05 2.613920078147203e-05 -1.8740667183010377e-05 -7.2405853444996134e-05 2.0728542767756154e-05 2.1989113800093317e-05 -3.2518088740592548e-05 5.1948426844319335e-05 2.9694730597618743e-06 8.0401672314817713e-07 3.8586213835597761e-05 -5.2465460014770681e-05 3.0481595385444473e-05 1.8873094387135308e-05 -7.4074157185911664e-06 -7.1375742289900594e-05 6.149938886782395e-06 -1.1716365563849898e-05 2.554718900228181e-05 -4.4711807788352855e-06 -2.9156628928224865e-05 5.1922042581509237e-05 -5.3756466893446483e-05 2.8727925659733869e-05 -8.3179591952102798e-05 1.7143763981890044e-05 -2.3236987675545607e-05 -2.412844687173872e-05 4.1540315543811416e-05 7.2320043628415432e-06
leaf_weight=27 23 22 20 22 24 26 24 25 33 1800 22 21 37 26 47 36 31 22 35 390 21 36 20 21 20 31 32 23 21 183
leaf_count=27 23 22 20 22 24 26 24 25 33 1800 22 21 37 26 47 36 31 22 35 390 21 36 20 21 20 31 32 23 21 183
internal_value=0 1.33721e-07 -5.81378e-08 6.43304e-08 -1.25055e-07 -2.91606e-07 -9.39096e-06 7.51548e-06 -1.19727e-05 3.46033e-08 -1.63942e-07 -2.70453e-06 -1.67904e-06 -2.89079e-06 -3.84131e-06 -1.86603e-05 -2.96252e-05 -4.87463e-05 1.27596e-06 -1.82452e-06 8.28478e-06 1.44759e-05 -3.97111e-06 -1.89319e-05 -2.8649e-05 -1.55091e-05 -3.36709e-06 -3.3798e-07 7.7088e-06 -7.33514e-07
internal_weight=0 3098 3071 3051 3029 3005 104 82 57 2901 2875 1040 1019 982 960 115 89 58 1835 845 148 127 697 124 103 83 63 91 68 573
internal_count=3121 3098 3071 3051 3029 3005 104 82 57 2901 2875 1040 1019 982 960 115 89 58 1835 845 148 127 697 124 103 83 63 91 68 573
is_linear=0
shrinkage=0.1


Tree=4586
num_leaves=31
num_cat=0
split_feature=130 10 3 40 40 123 40 34 34 97 9 10 2 0 45 16 16 374 1 3 15 150 1 2 42 1 13 13 13 402
split_gain=8.99465e-07 2.1045e-06 2.42436e-06 1.73594e-06 1.25726e-06 1.13127e-06 1.03145e-06 1.01001e-06 1.74673e-06 5.2485e-06 2.65036e-06 5.0257e-06 1.28168e-06 3.25254e-06 9.26822e-07 9.51398e-07 4.09245e-06 2.18266e-06 1.97723e-06 2.71436e-06 3.27063e-06 2.16006e-06 2.48755e-06 2.0604e-06 2.03875e-06 1.56882e-06 1.47295e-06 6.59482e-06 3.51985e-06 7.81277e-06
threshold=-0.23647499999999996 -0.38124499999999995 -0.0063699999999999989 -0.24134999999999998 -0.085734999999999992 0.084180000000000019 -0.083564999999999987 -0.112215 -0.057544999999999992 -0.079444999999999988 0.091905000000000014 0.09820000000000001 -1.0000000180025095e-35 -0.066689999999999985 0.094030000000000016 -0.18708499999999997 -0.29154999999999992 0.085145000000000012 0.099400000000000002 -0.092174999999999993 0.040760000000000005 0.12068000000000002 0.11181500000000001 0.12595500000000001 0.087745000000000004 0.14326500000000003 -0.087934999999999985 -0.087404999999999997 -0.088464999999999988 -0.086719999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -6 -8 9 -9 12 -12 13 -10 15 16 18 26 19 -14 24 22 -20 -24 -21 -25 28 -28 29 -17
right_child=1 3 -4 4 6 -7 7 8 10 -11 11 -13 14 -15 -16 17 -18 -19 21 20 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-2.1138826850801708e-05 4.7559314139107302e-05 -2.8817657364145691e-05 -1.0887533329921661e-06 3.063646653754404e-05 -1.8702131689375772e-05 2.6143707199320061e-06 -2.0939463423058876e-05 -1.1274304045030107e-05 4.5433172739909165e-05 5.373222800541123e-05 -5.9856003437224515e-05 8.5369696535053666e-06 3.269046630355826e-05 -9.5873634067670962e-06 -1.6284425863497226e-05 -5.5488857539049124e-05 -3.6305358077476523e-05 3.1426896337348887e-05 -3.7129602809299659e-05 1.4997210238713402e-06 -2.4599133302495428e-05 1.9943311301837886e-05 1.2364768616934223e-05 -3.162572609267734e-05 3.9501235223724505e-05 3.3378768875991229e-06 -4.7911256367648284e-05 1.1695354977152742e-07 4.1094385421645178e-05 7.5188806080311921e-06
leaf_weight=20 20 21 21 25 30 34 23 27 21 23 21 22 33 22 35 21 37 23 34 48 36 22 38 33 20 21 29 2021 27 313
leaf_count=20 20 21 21 25 30 34 23 27 21 23 21 22 33 22 35 21 37 23 34 48 36 22 38 33 20 21 29 2021 27 313
internal_value=0 1.36344e-07 2.2642e-05 -1.65202e-07 3.27909e-08 1.44881e-05 -2.53406e-07 -6.57914e-08 9.82313e-08 1.86287e-05 -2.23814e-07 -2.48642e-05 1.50053e-07 1.72831e-05 -1.1391e-07 9.14481e-08 -5.01682e-06 7.67234e-07 -9.548e-07 7.70239e-06 -2.26514e-07 -8.96855e-06 -1.40167e-05 -5.47492e-06 1.26766e-05 -1.80288e-05 4.74753e-07 -5.6247e-07 6.3648e-06 3.55732e-06
internal_weight=0 3101 41 3060 3039 59 2980 2950 2927 50 2877 43 2834 43 2791 2756 322 2434 285 137 104 148 126 92 68 54 2411 2050 361 334
internal_count=3121 3101 41 3060 3039 59 2980 2950 2927 50 2877 43 2834 43 2791 2756 322 2434 285 137 104 148 126 92 68 54 2411 2050 361 334
is_linear=0
shrinkage=0.1


Tree=4587
num_leaves=31
num_cat=0
split_feature=1429 474 157 475 475 474 474 16 1428 1 121 9 10 10 2 3 2 149 124 39 1204 132 15 1185 1 16 156 1 155 155
split_gain=7.3659e-07 1.80076e-06 9.03885e-07 1.11126e-06 1.29694e-06 8.67804e-07 1.15077e-06 8.47124e-07 2.27096e-06 1.07344e-06 2.68589e-06 1.03657e-06 3.01021e-06 4.47669e-06 1.73918e-06 1.56631e-06 9.82652e-07 9.50094e-07 9.59617e-07 1.34094e-06 8.86123e-07 8.38086e-07 2.32561e-06 1.81952e-06 1.65229e-06 1.09654e-06 9.05797e-07 3.49987e-06 2.14378e-06 1.73828e-06
threshold=0.12521000000000002 -0.33653499999999997 0.23903500000000003 -0.10664 -0.091889999999999986 -0.090834999999999985 -1.0000000180025095e-35 0.63636000000000015 -0.066124999999999989 0.16540500000000002 -0.094339999999999993 0.092410000000000006 0.053330000000000009 0.18273000000000003 -0.090999999999999984 -0.014944999999999998 -0.033169999999999991 0.091325000000000003 0.0049200000000000008 0.10076500000000001 0.053645000000000005 -0.083174999999999985 0.091475000000000015 -0.083264999999999992 0.089625000000000024 -0.081299999999999983 0.11582500000000001 0.107145 0.10727000000000002 0.10022500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 8 -8 10 -10 12 14 -14 -12 -13 -16 18 20 -20 21 22 24 -23 25 -18 28 -28 29 -25
right_child=-2 2 -4 4 5 6 7 -9 9 -11 11 15 13 -15 16 -17 17 -19 19 -21 -22 23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-2.5836047306829306e-05 1.912942786475469e-05 -1.891276986850332e-05 1.6563450431435329e-05 2.5498211034573614e-05 -1.8241724452449351e-05 2.065827008024186e-05 3.2881171812602718e-05 -1.4721206486875907e-05 -3.3609183356020365e-05 2.1393593114344581e-05 2.5394030186968547e-05 -1.6452136551379228e-06 -6.0946604080527329e-05 5.9614576275635049e-06 -2.165957201733753e-05 3.5900504462915707e-05 -3.1023995728861378e-06 -1.6554576295140367e-05 2.858675522605024e-05 -3.6254955375625286e-06 1.8022553639538173e-05 3.0348417276400145e-05 -3.5712776101111864e-05 -1.9397253164585114e-07 -2.2295971428210387e-05 1.7314734389622794e-05 -1.6960634918307603e-05 3.7471485316692216e-05 -3.2026850669267118e-05 2.8708388085111177e-05
leaf_weight=27 20 31 33 20 26 27 21 39 24 23 27 25 20 20 21 20 91 34 28 24 27 20 24 2289 33 37 21 27 21 21
leaf_count=27 20 31 33 20 26 27 21 39 24 23 27 25 20 20 21 20 91 34 28 24 27 20 24 2289 33 37 21 27 21 21
internal_value=0 -1.23376e-07 1.02467e-07 -7.61627e-08 1.17836e-07 -5.19328e-08 1.07627e-07 -8.12964e-08 1.15721e-07 -1.23443e-07 -2.96846e-07 -1.43383e-08 -2.57615e-07 -2.74926e-05 1.39252e-07 1.50418e-05 -1.11624e-07 5.6158e-08 2.68236e-07 1.37196e-05 3.43299e-10 -1.87969e-07 -6.67323e-06 3.12144e-07 -2.34435e-06 2.79943e-06 5.96326e-08 1.36574e-05 -2.20374e-07 6.87762e-08
internal_weight=0 3101 3074 3041 3010 2990 2964 2937 2898 2877 2854 2830 2785 40 2745 45 2718 2697 2663 52 2611 2584 185 2399 161 128 2379 48 2331 2310
internal_count=3121 3101 3074 3041 3010 2990 2964 2937 2898 2877 2854 2830 2785 40 2745 45 2718 2697 2663 52 2611 2584 185 2399 161 128 2379 48 2331 2310
is_linear=0
shrinkage=0.1


Tree=4588
num_leaves=31
num_cat=0
split_feature=40 130 130 132 1203 393 50 11 472 1429 11 1429 471 2 11 11 11 400 4 4 42 403 51 52 160 41 33 16 52 4
split_gain=7.69777e-07 2.91046e-06 1.5053e-06 7.34397e-07 2.18571e-05 1.12478e-05 4.12158e-06 7.97565e-07 1.01426e-06 1.50626e-06 2.39116e-06 1.32234e-06 9.23173e-07 3.93656e-06 1.10634e-06 1.53916e-06 1.39315e-06 1.9528e-06 8.67753e-07 2.69243e-06 3.53747e-06 3.93081e-06 6.54752e-06 6.38016e-06 2.3817e-06 2.15451e-06 3.14262e-06 2.33834e-06 7.99848e-06 1.93671e-06
threshold=-0.24620999999999996 -0.22699999999999995 -0.14845499999999998 -0.083284999999999984 0.089480000000000018 0.12069000000000002 0.10022000000000002 0.10334500000000001 -0.38234499999999999 -0.23587499999999997 0.095720000000000013 -0.10379499999999998 0.093375000000000014 0.10327000000000001 0.090920000000000015 0.086595000000000019 0.083010000000000014 -0.40134499999999995 0.24564500000000003 0.076415000000000025 0.091465000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.016565000000000003 0.098320000000000005 0.08690500000000001 -0.0066799999999999993 -0.18708499999999997 0.084735000000000019 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 7 -4 8 -5 -10 11 -11 14 -14 15 16 17 -13 19 25 21 -21 -23 -24 -20 26 -19 28 -28 -29
right_child=1 2 3 5 -6 -7 -8 -9 9 10 -12 12 13 -15 -16 -17 -18 18 24 20 -22 22 23 -25 -26 -27 27 29 -30 -31
leaf_value=1.9555611961550314e-05 -3.6369049129544607e-05 2.7478040265123128e-05 5.1152834592877695e-08 -2.1992867030868575e-05 0.00010250950240983263 -7.3387609362336151e-05 -4.7868684177956317e-05 1.6862969998702023e-05 2.6747336717865741e-05 2.5158955222217455e-05 -2.9210523273702295e-05 3.0999732371128633e-05 -1.790475370875183e-05 4.0824965959473048e-05 -2.260699276865291e-05 2.4121822620005475e-05 -2.6621206598065331e-05 3.6567589268088342e-05 -2.8170632572255273e-06 -1.3257486789370889e-05 -9.5605233798865119e-06 -3.5203937950427644e-06 9.6755217490009161e-05 1.9527883569026017e-05 -3.613299409276687e-05 -3.2383437614736893e-05 1.6540868868421808e-05 6.6621788433388243e-07 -6.9927839863339624e-05 -1.2538676947775782e-05
leaf_weight=20 22 20 175 21 21 21 20 28 21 21 28 20 21 25 22 26 20 23 320 20 42 25 23 20 23 21 23 1891 20 118
leaf_count=20 22 20 175 21 21 21 20 28 21 21 28 20 21 25 22 26 20 23 320 20 42 25 23 20 23 21 23 1891 20 118
internal_value=0 -1.26125e-07 1.32837e-07 -4.59486e-08 5.57536e-06 -4.73034e-07 -4.8637e-06 6.95625e-08 -9.87322e-08 6.70727e-08 -1.36519e-07 1.62332e-07 -3.18701e-08 1.40136e-05 -2.75035e-07 -8.85827e-08 -3.29852e-07 -1.26751e-07 -3.69075e-07 3.52366e-07 1.43171e-05 2.57133e-05 3.71753e-05 6.08355e-05 -5.05108e-06 -5.13769e-07 -1.91233e-07 -6.03247e-07 -2.36771e-05 -1.09381e-07
internal_weight=0 3101 3079 3059 216 2843 195 2822 2794 2773 2752 2724 2703 46 2657 2635 2609 2589 2569 2226 130 88 68 43 343 2096 2075 2052 43 2009
internal_count=3121 3101 3079 3059 216 2843 195 2822 2794 2773 2752 2724 2703 46 2657 2635 2609 2589 2569 2226 130 88 68 43 343 2096 2075 2052 43 2009
is_linear=0
shrinkage=0.1


Tree=4589
num_leaves=31
num_cat=0
split_feature=1429 156 1429 158 1455 52 51 160 3 44 49 51 52 0 15 3 49 4 49 49 157 49 49 49 133 50 160 48 49 130
split_gain=8.47563e-07 2.47213e-06 8.9163e-07 6.89945e-07 1.24247e-06 2.49286e-06 5.30739e-06 5.03355e-06 4.80323e-06 9.71365e-07 9.87251e-07 2.25088e-06 2.64362e-06 4.37722e-06 4.90687e-06 2.70598e-06 1.27741e-06 8.11616e-06 2.05399e-06 1.45263e-06 1.45155e-06 1.60652e-06 5.89095e-06 5.77512e-06 3.19383e-06 3.04056e-06 3.00558e-06 3.13906e-06 3.58349e-06 4.49026e-06
threshold=-0.23752499999999996 0.32523500000000005 -0.094049999999999981 -0.47382999999999992 -0.037084999999999993 0.008405000000000001 -0.020454999999999997 -0.10151499999999998 -0.082484999999999989 0.094585000000000016 0.11428500000000001 -0.44986999999999994 -0.024714999999999997 -0.080119999999999983 -0.12255999999999999 -0.082974999999999979 0.10671500000000002 -0.0092149999999999992 0.10440000000000001 0.10211000000000002 0.41580000000000006 0.089215000000000017 0.08610000000000001 0.084945000000000007 0.085520000000000013 0.10583000000000002 0.08443500000000001 0.086565000000000017 0.092975000000000016 0.093210000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -7 -8 10 16 -12 13 14 -13 -14 18 -18 19 20 21 22 23 -6 -24 26 27 28 -23 -30
right_child=1 -3 3 4 9 7 8 -9 -10 -11 11 12 15 -15 -16 -17 17 -19 -20 -21 -22 25 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.9558627007592641e-05 -1.7540508056770016e-05 3.5182927094865588e-05 -1.6143240589791766e-05 3.3129896032564661e-05 -7.7832671655525909e-08 6.9130515081875888e-07 -5.2173139527440068e-05 6.4525293938848857e-05 1.3575644570664736e-05 1.6858097407032002e-05 -3.6682324729475154e-05 -3.8032286647649017e-06 -4.5100196502576382e-05 -1.3609595078464954e-05 6.4635271612380828e-05 -4.8495502939703492e-06 -2.8596205807150997e-05 5.6530586910715411e-05 -3.0614497997951479e-05 2.5089648292835234e-05 2.485685924867816e-05 -7.1523475344292817e-05 5.0754824505929726e-05 -5.2752810006495565e-05 2.1311031394526996e-06 2.2318557555832821e-05 1.6692601084720255e-05 1.5390186733081162e-06 9.0065849413487893e-06 -5.5780889379093421e-05
leaf_weight=22 29 20 26 27 2348 30 25 21 20 33 23 20 23 42 22 61 21 24 22 23 23 21 35 21 22 23 21 30 23 20
leaf_count=22 29 20 26 27 2348 30 25 21 20 33 23 20 23 42 22 61 21 24 22 23 23 21 35 21 22 23 21 30 23 20
internal_value=0 1.38857e-07 -8.87762e-08 7.71583e-08 2.16619e-07 1.00607e-05 -1.92095e-06 2.69759e-05 -2.29515e-05 -2.0076e-07 -3.97044e-07 -7.343e-06 -3.3263e-06 9.21796e-06 3.20455e-05 -1.58706e-05 9.85395e-08 1.68048e-05 -1.87091e-07 6.93852e-08 -1.5306e-07 -3.77408e-07 2.19597e-07 -5.4477e-07 3.19878e-05 -1.08726e-05 -1.75108e-05 -2.5152e-05 -3.76634e-05 -2.11271e-05
internal_weight=0 3099 3079 3050 3024 123 72 51 45 2901 2868 191 168 84 42 84 2677 45 2632 2610 2587 2564 2426 2369 57 138 115 94 64 43
internal_count=3121 3099 3079 3050 3024 123 72 51 45 2901 2868 191 168 84 42 84 2677 45 2632 2610 2587 2564 2426 2369 57 138 115 94 64 43
is_linear=0
shrinkage=0.1


Tree=4590
num_leaves=31
num_cat=0
split_feature=47 2 47 393 471 471 133 133 49 16 1456 133 16 484 16 16 47 9 10 9 131 131 52 376 376 3 151 1429 150 13
split_gain=6.86667e-07 8.26927e-06 2.8837e-06 1.21047e-06 1.05138e-06 1.71726e-06 9.77992e-07 1.52451e-06 1.25422e-06 1.88686e-06 1.78008e-06 1.39557e-06 1.74727e-06 3.49386e-06 2.79017e-06 1.20293e-06 1.14869e-06 9.56809e-07 6.2496e-06 1.16183e-06 8.69142e-07 9.98211e-07 1.64566e-06 1.0477e-06 2.74726e-06 1.29058e-06 9.7211e-07 4.15701e-06 5.42556e-06 5.96431e-06
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.12069000000000002 0.10338500000000002 0.093375000000000014 -0.14717499999999997 -0.054584999999999995 -0.0087049999999999992 -0.011734999999999997 -0.077604999999999993 0.12599500000000005 -0.073404999999999984 -0.069939999999999988 -0.39185999999999993 0.023255000000000001 0.12171500000000002 0.08925000000000001 0.053330000000000009 0.037245000000000007 0.13767000000000004 0.11669000000000002 0.086275000000000004 0.085245000000000015 0.083890000000000006 1.0000000180025095e-35 -0.089594999999999994 0.083715000000000026 0.083095000000000016 -0.081829999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 17 -3 -8 9 -9 -10 12 14 -14 -12 -15 -17 19 -19 20 21 23 -23 24 26 -25 27 28 -1 -30
right_child=1 6 -4 -5 -6 -7 7 8 10 -11 11 -13 13 15 -16 16 -18 18 -20 -21 -22 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-3.9688703023345842e-06 -6.6624699975363917e-05 1.6538220511246175e-05 3.6578919944283621e-05 2.0553202394412124e-05 -2.0823574057734129e-05 2.9393256372713953e-05 -2.8097747928681898e-05 -3.7228387710846233e-05 -2.5486886329417757e-05 3.8167092119086502e-06 1.3711844673837603e-06 -1.7986495690407039e-05 3.5629786435967381e-05 -2.6703535433625804e-05 4.1593460735063728e-05 9.460800879423915e-06 -1.8585690502178573e-05 5.4783542691438927e-05 -1.2520314274641696e-05 -2.0205819130531945e-05 -1.9870586534538733e-05 2.8066422634186564e-05 -3.0602968438740523e-06 -1.2973399518115203e-06 2.8334344535644907e-05 -2.9453515731734961e-05 -8.0388604334604549e-07 -2.1940113841386242e-05 8.1703442949701427e-05 1.3117772414261709e-05
leaf_weight=58 20 31 22 29 24 20 21 21 20 24 35 22 23 25 34 40 23 22 37 29 22 33 35 41 34 27 2260 36 21 32
leaf_count=58 20 31 22 29 24 20 21 21 20 24 35 22 23 25 34 40 23 22 37 29 22 33 35 41 34 27 2260 36 21 32
internal_value=0 -4.24918e-06 5.17785e-07 2.30341e-07 1.45358e-08 1.99285e-07 -3.38485e-07 -2.15507e-06 -1.1464e-07 -1.53377e-05 2.97111e-06 5.78873e-06 8.69459e-06 9.26647e-07 2.11909e-05 -8.14349e-06 -7.78394e-07 -1.80134e-08 1.2576e-05 -3.00757e-07 -7.86531e-08 9.03118e-08 1.20453e-05 -2.33698e-07 1.07369e-07 -1.2477e-05 -2.9135e-07 7.58845e-06 1.71653e-05 4.02932e-05
internal_weight=0 339 2782 2760 2731 2707 319 288 267 45 222 202 180 111 69 88 63 2687 59 2628 2599 2577 68 2509 2441 68 2407 147 111 53
internal_count=3121 339 2782 2760 2731 2707 319 288 267 45 222 202 180 111 69 88 63 2687 59 2628 2599 2577 68 2509 2441 68 2407 147 111 53
is_linear=0
shrinkage=0.1


Tree=4591
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 1209 1209 15 132 400 1211 1212 479 480 131 52 131 42 52 0 1213 4 12 4 15 3 403 401 402 481 481 13
split_gain=6.84374e-07 1.54567e-06 1.18743e-06 1.56296e-06 9.44284e-07 8.24795e-07 1.87276e-05 1.30392e-05 3.192e-06 2.18102e-06 1.74829e-06 2.95821e-06 1.68219e-06 2.50116e-06 3.18683e-06 4.13565e-06 9.74295e-06 6.27512e-06 3.59099e-06 4.72608e-06 6.15712e-06 3.74984e-06 2.6644e-06 2.72869e-06 1.76454e-06 1.55196e-06 1.96065e-06 1.89315e-06 5.74102e-06 5.48438e-06
threshold=0.11846000000000001 0.10683000000000002 -0.092099999999999987 -0.085894999999999985 -0.077594999999999983 0.091650000000000023 -0.083284999999999984 -0.059294999999999994 0.11013500000000002 0.11473500000000002 0.10061500000000002 -0.080264999999999989 0.11793000000000002 0.5140450000000002 0.077860000000000013 0.090395000000000017 0.11434500000000002 -0.082284999999999983 -0.063509999999999997 -0.072334999999999997 0.095175000000000023 -0.064054999999999987 0.11171000000000002 -0.020429999999999997 -0.042339999999999996 0.11602000000000001 0.11522000000000002 -0.087424999999999989 -0.085629999999999984 -0.08645499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 8 -7 -8 9 25 11 -9 13 14 15 16 22 -17 -19 20 -20 -21 24 -24 -13 26 27 29 -29 -6
right_child=-2 -3 3 4 5 6 7 10 -10 -11 -12 12 -14 -15 -16 17 -18 18 19 21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=1.8642002417918241e-05 1.6156349621409253e-05 -2.5962777410471894e-05 -2.7337109315253443e-05 1.8656212004888978e-05 1.5258275418870783e-05 8.7932183669181546e-05 -7.6084516936961416e-05 3.956881023243667e-05 -3.222114100083218e-05 -3.3326505654258657e-05 -1.9531394045202433e-05 4.384483483590884e-05 -2.4216834109128369e-05 3.7742175291419874e-05 -3.4608580773982052e-05 -4.9003362944079398e-05 7.8649884794272529e-05 2.905801090168768e-05 -2.37198322211043e-05 -6.385302240232705e-05 4.4557694484735426e-05 -3.3504711609566584e-06 -4.0162029026760141e-05 8.1999489728851979e-06 8.0215833060554533e-06 -2.4014532586820512e-05 2.2334627961894374e-05 4.6033730797245409e-05 -3.4546480103373867e-07 -4.4505930354181845e-05
leaf_weight=34 26 23 21 27 28 25 22 23 32 20 32 20 22 21 22 28 22 38 25 20 28 21 20 28 44 27 39 27 2322 34
leaf_count=34 26 23 21 27 28 25 22 23 32 20 32 20 22 21 22 28 22 38 25 20 28 21 20 28 44 27 39 27 2322 34
internal_value=0 -1.35733e-07 5.76337e-08 -1.50355e-07 3.88803e-08 -1.29236e-07 3.76087e-06 -1.06547e-06 -8.38346e-07 -4.36164e-07 2.92105e-06 4.80189e-06 2.57448e-06 4.32347e-06 2.1026e-06 4.8497e-06 1.78097e-05 -6.00432e-06 3.11669e-06 -7.37022e-06 1.23513e-05 -3.28639e-05 5.85897e-06 -1.19509e-05 1.92163e-05 -1.70598e-07 9.21723e-08 -2.67619e-07 1.87629e-07 -1.75156e-05
internal_weight=0 3095 3072 3038 3017 2990 461 436 2529 2497 414 382 359 337 316 294 134 160 132 94 53 41 112 48 64 2477 2450 2411 2349 62
internal_count=3121 3095 3072 3038 3017 2990 461 436 2529 2497 414 382 359 337 316 294 134 160 132 94 53 41 112 48 64 2477 2450 2411 2349 62
is_linear=0
shrinkage=0.1


Tree=4592
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1209 1210 16 1209 1209 133 11 51 13 474 156 11 1201 11 132 402 4 1210 15 403 15 3 43 15 43 403
split_gain=8.50164e-07 4.32906e-06 2.70602e-06 1.353e-06 8.51296e-07 2.60323e-06 4.78814e-06 1.11553e-06 1.08256e-06 8.9321e-07 8.17167e-07 3.4471e-06 4.27904e-06 1.66408e-06 1.00329e-06 8.31808e-07 1.57491e-06 1.01596e-06 2.05503e-06 9.69353e-07 4.94214e-06 1.78502e-06 1.28109e-06 1.00229e-06 6.4679e-06 9.55299e-06 1.41445e-05 8.91965e-06 3.34567e-06 1.36471e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.10272000000000002 -0.00046999999999999993 -0.076354999999999992 0.091045000000000001 0.088060000000000013 -0.50375999999999987 0.094350000000000003 -0.057604999999999996 0.086705000000000018 -0.26322499999999993 0.14862 0.086080000000000018 -0.06241 0.082485000000000017 0.14633500000000002 -0.45015499999999992 -0.076229999999999978 0.0028200000000000005 0.095175000000000023 -0.14669999999999997 0.087575000000000014 -0.085784999999999986 -0.014584999999999999 0.089165000000000008 -0.03898999999999999 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 -6 -7 8 9 -3 13 -12 -13 -11 15 16 -15 18 19 20 22 23 -18 24 25 -21 -27 -26 -29 -25
right_child=1 4 -4 -5 5 6 -8 -9 -10 10 11 12 -14 14 -16 -17 17 -19 -20 21 -22 -23 -24 29 27 26 -28 28 -30 -31
leaf_value=8.3146658353557132e-07 4.5695228549274838e-05 1.3099042636895319e-05 -3.6956397507310613e-05 -2.6022995440317099e-05 3.0163623748396479e-05 -4.1894843634509015e-05 2.5710601469406608e-05 -2.00204237509232e-05 2.1186318201671386e-05 -2.5380024911740931e-05 4.0189566891058351e-05 2.7294517125979343e-05 -3.2117980993428286e-05 2.7563284784264398e-05 2.1885604510316626e-05 -1.5909738433817568e-05 -9.2778127736892205e-06 -2.3058295628288761e-05 2.9998512664778078e-05 1.3165012527939066e-05 -5.2664031786012606e-05 2.7978978769996589e-05 2.4990710599013256e-05 7.042318880301073e-06 6.5153181988179048e-05 -0.00011745536855111521 -9.6921773076936582e-06 1.9632081675808879e-05 -3.4770432438773037e-05 -9.5294704264929923e-07
leaf_weight=176 21 50 25 21 36 20 22 28 24 27 25 22 27 20 20 35 24 20 22 35 21 22 20 239 23 21 29 20 26 2000
leaf_count=176 21 50 25 21 36 20 22 28 24 27 25 22 27 20 20 35 24 20 22 35 21 22 20 239 23 21 29 20 26 2000
internal_value=0 4.56717e-07 -5.96421e-06 -2.03119e-06 1.26623e-07 1.04311e-05 -6.48247e-06 -1.6043e-07 4.01758e-08 -1.44507e-07 -3.89939e-07 9.97342e-06 -5.44298e-06 -6.82199e-07 -4.25425e-07 -5.9858e-07 -3.87766e-07 -6.09423e-07 -4.29976e-07 -6.99906e-07 -1.27507e-05 -3.75557e-07 6.29879e-06 -6.36233e-07 -8.43978e-06 -2.69042e-05 -5.49527e-05 1.43063e-05 -1.11172e-05 -9.94997e-08
internal_weight=0 2899 222 197 2878 78 42 2800 2772 2748 2698 74 49 2624 2597 2577 2542 2522 2502 2480 65 2415 44 2393 154 85 50 69 46 2239
internal_count=3121 2899 222 197 2878 78 42 2800 2772 2748 2698 74 49 2624 2597 2577 2542 2522 2502 2480 65 2415 44 2393 154 85 50 69 46 2239
is_linear=0
shrinkage=0.1


Tree=4593
num_leaves=31
num_cat=0
split_feature=132 393 1203 12 12 160 479 484 483 40 1 16 50 484 0 51 4 51 4 4 1419 12 133 13 12 0 401 2 156 43
split_gain=6.88634e-07 3.72438e-06 2.44646e-06 8.84523e-07 6.49919e-06 2.64719e-06 2.92144e-06 2.34291e-06 1.44289e-05 6.3619e-06 5.24116e-06 3.06091e-06 3.11039e-06 3.82567e-06 5.36596e-06 3.31811e-06 6.0238e-06 3.71191e-06 2.98083e-06 2.52914e-06 2.18722e-06 2.41798e-06 5.34536e-06 4.1104e-06 3.44817e-06 3.29086e-06 2.77633e-06 1.66308e-05 2.61894e-06 2.1546e-06
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 0.089570000000000025 0.089735000000000023 -0.54913999999999985 0.10061500000000002 0.10126500000000001 0.098395000000000024 -0.24452499999999996 0.13743000000000002 -0.5315899999999999 -0.099524999999999988 -0.078424999999999981 -0.063634999999999983 0.092790000000000011 -0.074729999999999977 0.020580000000000005 -0.50427999999999995 -0.010655 0.086505000000000012 0.088615000000000013 -0.14032999999999998 -0.083364999999999981 0.088365000000000013 -0.083804999999999977 0.10022000000000002 0.084715000000000013 -0.087794999999999998 0.0034250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 20 -5 -6 7 9 -9 -7 11 -11 13 -13 -15 17 -17 18 -14 -18 21 24 -23 -24 26 -25 28 -28 -2 -30
right_child=1 -3 -4 4 5 6 -8 8 -10 10 -12 12 15 14 -16 16 19 -19 -20 -21 -22 22 23 25 -26 -27 27 -29 29 -31
leaf_value=-1.4615615934114128e-06 -3.1982752485558964e-05 4.2371338488356706e-05 -3.3579434151491753e-05 5.4930438383725348e-05 3.7251683997965309e-05 5.5634643021304249e-05 -2.7881158457603307e-05 -8.2284954460192251e-05 3.7835267594914515e-05 4.0152124278219637e-05 -4.591428588236854e-05 -1.3764387222181541e-05 -3.7253715684280249e-05 6.9685751525412344e-05 1.9214548956369982e-07 5.2798934515863041e-05 -2.0894618860585333e-05 -3.8771140141222905e-05 1.2787643099002052e-07 1.7372231741319411e-05 2.50533492069207e-05 2.8594884028991697e-05 -5.034389864004669e-05 1.8278615495476587e-05 3.4086710755738233e-05 -2.7650940658601868e-05 -7.3916595344295877e-05 3.5353842846374249e-05 1.3296669103396096e-06 -1.094414162054136e-05
leaf_weight=195 26 21 27 23 20 22 35 20 20 21 23 20 22 25 20 32 31 27 702 39 31 23 39 26 28 39 30 26 1348 160
leaf_count=195 26 21 27 23 20 22 35 20 20 21 23 20 22 25 20 32 31 27 702 39 31 23 39 26 28 39 30 26 1348 160
internal_value=0 4.11048e-07 -5.36779e-06 1.04875e-07 2.33044e-06 1.20922e-06 5.28526e-07 1.49956e-06 -2.22248e-05 2.46397e-06 1.24801e-06 2.40321e-06 1.53967e-06 2.26261e-05 3.87997e-05 -6.71554e-08 1.68564e-05 -2.36569e-06 -1.00803e-06 4.25484e-07 -1.27608e-06 -1.74382e-06 -1.50305e-05 -2.46784e-05 -7.00923e-07 -9.27912e-06 -1.31354e-06 -2.31839e-05 -5.15139e-07 2.74061e-08
internal_weight=0 2899 222 2878 1102 1079 1059 1024 40 984 962 939 918 65 45 853 102 751 724 70 1776 1745 127 104 1618 65 1590 56 1534 1508
internal_count=3121 2899 222 2878 1102 1079 1059 1024 40 984 962 939 918 65 45 853 102 751 724 70 1776 1745 127 104 1618 65 1590 56 1534 1508
is_linear=0
shrinkage=0.1


Tree=4594
num_leaves=31
num_cat=0
split_feature=12 4 132 1186 1185 15 16 16 0 1204 43 13 45 11 33 9 9 1 1 0 13 2 52 1213 1213 402 43 43 47 9
split_gain=7.6032e-07 1.49257e-06 7.73031e-07 2.07975e-05 1.19059e-05 2.26201e-06 9.63597e-07 1.24074e-06 1.28839e-06 9.97015e-07 9.69044e-07 6.61709e-07 7.27436e-07 4.5286e-06 2.51347e-06 1.35777e-06 1.72697e-06 9.34177e-07 2.33352e-06 2.19009e-06 1.78425e-06 8.22254e-07 1.51441e-06 1.00017e-06 3.95708e-06 3.10543e-06 1.63851e-06 3.64828e-06 8.93469e-07 6.23214e-06
threshold=0.23631000000000002 0.63113500000000011 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 -0.097644999999999996 -0.090054999999999982 -0.087084999999999982 -0.016569999999999994 0.50194500000000009 -0.53104499999999988 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.09055500000000001 0.10750500000000002 0.13534000000000004 0.13756000000000004 -0.09515499999999999 -0.07965499999999999 0.14838000000000004 -1.0000000180025095e-35 -0.24064499999999997 -0.15413999999999997 0.13174500000000003 -0.0051099999999999991 0.0034250000000000005 0.092165000000000011 -0.013509999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1 -8 -9 -10 -11 -6 13 -13 -15 17 -17 21 -19 -20 -21 23 -23 25 -25 26 -16 -28 29 -26
right_child=-2 -3 4 -5 11 -7 7 8 9 10 -12 12 -14 14 15 16 -18 18 19 20 -22 22 -24 24 28 -27 27 -29 -30 -31
leaf_value=1.8892876869358589e-05 -1.8114572990073255e-05 2.3118029808496693e-05 -7.3791234800327482e-05 9.782735766169606e-05 1.4136199683200562e-05 -3.2857656879059509e-05 -2.2910370117406947e-05 2.0041175513243716e-05 -2.0146450772480076e-05 1.2319695473419606e-05 -1.3030429701757385e-05 4.1611735594834988e-05 -1.4433669595226612e-05 -3.3238998730666937e-05 1.9947732445871225e-05 3.8047270594515365e-05 -3.0119084658508658e-06 -3.7712234568417723e-05 2.3737246874588894e-05 -3.5462464975786309e-05 1.0324031422528237e-06 3.0003458101418802e-05 -5.9705372801876038e-06 4.1484348271889922e-05 3.6862981526452211e-05 -4.5278834300006572e-05 -4.2739381613154405e-05 1.3300437981692644e-05 -5.9946763276640346e-06 -3.4142973105885189e-07
leaf_weight=22 23 28 22 22 33 25 27 27 29 38 25 26 35 23 25 21 20 23 24 21 37 25 22 23 46 20 21 26 239 2123
leaf_count=22 23 28 22 22 33 25 27 27 29 38 25 26 35 23 25 21 20 23 24 21 37 25 22 23 46 20 21 26 239 2123
internal_value=0 1.34487e-07 -7.51344e-08 5.70733e-06 -5.10592e-07 -4.7934e-06 -6.17169e-07 -3.55704e-06 8.34053e-07 -4.80282e-06 2.26012e-06 5.84781e-08 -1.07438e-07 7.39068e-08 -3.20392e-07 -4.16259e-08 1.80184e-05 -3.18434e-07 -9.56381e-06 -1.66852e-06 -1.21813e-05 5.92957e-08 1.31646e-05 -1.84837e-07 2.0249e-07 -1.04196e-05 -7.36421e-07 -1.17386e-05 -1.91813e-07 4.47599e-07
internal_weight=0 3098 3070 215 2855 193 168 146 119 92 63 2833 2800 2765 2739 2716 41 2675 105 82 58 2570 47 2523 2431 92 72 47 2408 2169
internal_count=3121 3098 3070 215 2855 193 168 146 119 92 63 2833 2800 2765 2739 2716 41 2675 105 82 58 2570 47 2523 2431 92 72 47 2408 2169
is_linear=0
shrinkage=0.1


Tree=4595
num_leaves=31
num_cat=0
split_feature=12 12 12 1429 15 12 12 2 133 12 43 12 1210 1212 1210 0 2 3 12 2 12 0 3 133 12 16 2 12 2 2
split_gain=7.19123e-07 7.61389e-06 4.18123e-06 2.83255e-06 3.45554e-06 2.62554e-06 4.85542e-06 1.41489e-05 2.38225e-06 1.92952e-06 7.61532e-06 5.00025e-06 2.41533e-06 4.4186e-06 3.24452e-06 2.47308e-06 6.62239e-06 8.93101e-06 6.8929e-06 6.06115e-06 3.56692e-06 4.50128e-06 4.44377e-06 3.85299e-06 3.17492e-06 3.26758e-06 2.56918e-06 3.55045e-06 2.31481e-06 3.54554e-06
threshold=0.091715000000000005 0.091930000000000012 0.091545000000000015 -0.067934999999999982 -0.053579999999999996 0.09141500000000001 0.090995000000000006 0.088930000000000023 0.31382500000000008 0.092355000000000007 -0.041739999999999992 0.092550000000000007 -0.064799999999999983 0.086680000000000021 -0.00046999999999999993 -0.074479999999999977 0.10327000000000001 -0.063074999999999978 0.095935000000000006 0.10644500000000001 0.093105000000000007 -0.084044999999999995 -0.072894999999999988 -1.0000000180025095e-35 0.09474500000000001 -0.072359999999999994 0.095040000000000013 0.095780000000000018 0.10060500000000001 0.11362000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -3 6 8 -8 -1 10 -5 -11 13 -13 -14 20 17 18 -17 -18 -16 26 23 -23 -25 -26 27 -22 -28 -30
right_child=1 3 -4 9 -6 -7 7 -9 -10 11 -12 12 14 -15 15 16 19 -19 -20 -21 21 22 -24 24 25 -27 28 -29 29 -31
leaf_value=-7.6527903220805656e-07 6.3296044045273449e-05 4.9884416148415771e-06 -4.5438859000395975e-05 2.0648371466212787e-05 -5.3091413602011191e-05 3.3006102635029133e-05 -9.5234514901676448e-05 2.2289867012573053e-05 2.3881562353835763e-05 5.1311490018893637e-05 -6.3723818602738912e-05 -5.5613560666643027e-05 3.2940692586375267e-05 8.0290859765833989e-06 4.5767223649739249e-05 -5.3299428764148615e-05 6.1114717973396188e-05 -8.0115228120121169e-05 -7.0152434205602136e-07 3.2391474927575663e-06 -5.155118971901095e-05 5.6116146424756153e-05 -1.4624263145506307e-05 -4.0869588643700093e-06 1.0523356459806995e-05 5.5095132280132093e-05 2.6795620948071113e-05 -6.4203378011976996e-06 -3.8404080901056572e-05 1.5170119898660535e-05
leaf_weight=2001 20 20 21 23 21 23 20 21 40 21 20 20 35 24 23 30 20 20 147 190 23 30 37 47 38 29 34 72 21 30
leaf_count=2001 20 20 21 23 21 23 20 21 40 21 20 20 35 24 23 30 20 20 147 190 23 30 37 47 38 29 34 72 21 30
internal_value=0 2.21883e-06 -1.03845e-06 9.65967e-07 -2.47598e-05 -5.95498e-07 -9.66697e-07 -3.50391e-05 -2.82244e-07 2.09526e-06 -1.85945e-05 3.09375e-06 1.92988e-06 -2.08994e-05 3.14596e-06 1.82761e-06 -3.60363e-06 -1.67737e-05 -9.61642e-06 8.75111e-06 7.58417e-06 5.15145e-06 1.6287e-05 2.42295e-05 1.58382e-05 2.98156e-05 -6.04596e-06 -1.73468e-05 6.58434e-06 -6.88985e-06
internal_weight=0 995 2126 975 41 2105 2082 41 2041 934 43 891 870 44 826 791 407 197 177 210 384 361 181 144 114 67 180 95 85 51
internal_count=3121 995 2126 975 41 2105 2082 41 2041 934 43 891 870 44 826 791 407 197 177 210 384 361 181 144 114 67 180 95 85 51
is_linear=0
shrinkage=0.1


Tree=4596
num_leaves=31
num_cat=0
split_feature=12 130 10 0 0 52 33 45 142 150 4 448 148 0 0 1 1375 483 2 16 1374 151 402 16 1374 150 16 1456 1447 16
split_gain=6.91504e-07 1.42017e-06 6.79654e-07 7.37644e-06 6.94646e-06 1.30006e-06 1.07404e-06 7.17261e-07 1.41915e-06 7.68349e-07 3.85988e-06 2.17508e-06 1.83548e-06 1.41278e-06 1.04491e-06 3.21779e-06 1.409e-06 2.68031e-06 3.81457e-06 1.08295e-06 5.34134e-06 4.23661e-06 3.76522e-06 4.85819e-06 3.17206e-06 2.784e-06 2.72706e-06 1.82116e-06 7.66907e-06 4.27753e-06
threshold=0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.084804999999999978 -0.063789999999999986 -0.012019999999999998 0.094030000000000016 -1.0000000180025095e-35 0.12640500000000002 0.033845000000000007 0.056825000000000007 -0.088884999999999978 -0.24955499999999997 -0.23051499999999997 0.088975000000000012 0.084665000000000018 0.08833000000000002 0.089005000000000015 -0.0094449999999999968 0.086000000000000007 -0.29526499999999994 0.10874500000000002 -0.0087049999999999992 -1.0000000180025095e-35 0.10314000000000002 -0.007794999999999999 0.085755000000000012 -0.086279999999999982 -0.013324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -4 8 -8 11 -11 12 -10 -14 15 -15 19 18 -18 20 21 -16 23 -21 -23 26 -25 29 -29 -26
right_child=-2 2 6 4 5 -7 7 -9 9 10 -12 -13 13 14 16 -17 17 -19 -20 22 -22 24 -24 25 27 -27 -28 28 -30 -31
leaf_value=2.2962526832594044e-05 -1.7275367004596933e-05 -5.6729873009923418e-05 2.0445498124060508e-05 5.0280783318157774e-05 -6.4012460695396717e-07 -3.1245468710988902e-05 2.5506832207611298e-05 -1.3997390768357341e-05 -2.7532778403838165e-05 8.7010550460571038e-06 -4.6663187295052924e-05 3.3098605072154897e-05 2.3442201619708122e-05 1.0853972154715547e-05 -4.1826990744321729e-05 -4.1488993820562229e-05 5.7560569116917172e-05 -1.6689743933100197e-05 3.8034671998695672e-06 -4.6690981169096913e-05 5.2782117977585584e-05 4.0972820715978746e-05 2.8455923313378808e-05 -3.7025126372706535e-05 7.9446677256460838e-07 3.0062058063776929e-05 -2.8354673589080021e-06 -6.7209773440026773e-05 6.0592321169679058e-06 3.5208217423747266e-05
leaf_weight=27 23 24 26 25 35 23 22 36 24 34 20 20 26 24 23 23 22 21 33 26 20 20 37 24 1516 25 835 20 50 37
leaf_count=27 23 24 26 25 35 23 22 36 24 34 20 20 26 24 23 23 22 21 33 26 20 20 37 24 1516 25 835 20 50 37
internal_value=0 1.28254e-07 -7.25035e-08 -7.90231e-06 6.2165e-06 -1.27767e-05 2.10152e-07 3.10778e-08 2.05104e-07 1.18272e-08 -1.18042e-05 2.37611e-07 3.39201e-09 2.40943e-07 2.20636e-08 -1.47607e-05 2.78538e-07 1.37021e-05 2.53063e-05 -1.08926e-07 1.41101e-06 7.94308e-07 -2.81496e-06 -4.08641e-06 1.39095e-06 -2.83333e-06 -3.79071e-06 9.03193e-07 -1.48748e-05 1.61437e-06
internal_weight=0 3098 3071 107 83 58 2964 2938 2902 2880 54 2826 2806 2782 2756 47 2709 76 55 2633 1686 1666 947 910 1643 884 859 1623 70 1553
internal_count=3121 3098 3071 107 83 58 2964 2938 2902 2880 54 2826 2806 2782 2756 47 2709 76 55 2633 1686 1666 947 910 1643 884 859 1623 70 1553
is_linear=0
shrinkage=0.1


Tree=4597
num_leaves=31
num_cat=0
split_feature=448 0 45 45 1429 156 1429 12 12 4 12 42 132 1 1204 130 393 1454 2 403 1210 1210 1210 1419 156 12 2 4 43 3
split_gain=7.46801e-07 1.31696e-06 1.07137e-06 1.26391e-06 1.18213e-06 1.76935e-06 1.30462e-06 8.00351e-07 6.89625e-06 1.09601e-05 4.40208e-06 3.67931e-06 3.26847e-06 2.73898e-05 2.622e-05 6.21607e-06 3.6775e-06 2.47798e-06 2.17562e-06 2.12978e-06 2.78907e-06 2.53531e-06 2.81779e-06 1.79179e-06 2.38036e-06 1.77994e-06 5.37079e-06 3.29746e-06 2.92855e-06 1.74529e-06
threshold=0.068920000000000023 -0.26609999999999995 0.10331000000000001 0.083445000000000005 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 0.089570000000000025 0.090165000000000009 -0.081714999999999996 0.090345000000000023 0.089245000000000005 -0.083284999999999984 0.089475000000000013 -0.080654999999999991 0.096010000000000012 0.10585500000000002 0.094595000000000012 0.097385000000000013 -0.54856499999999986 -0.13847499999999999 -0.064799999999999983 -0.036169999999999994 0.086505000000000012 -0.087199999999999986 0.088845000000000021 0.09142500000000002 -0.055319999999999994 -0.0065949999999999993 -0.072624999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 23 9 -9 -10 -11 13 15 -14 -12 17 19 -17 -16 -21 -22 -23 24 -8 -26 27 28 -27 -24
right_child=-2 2 -4 -5 5 -7 7 8 10 11 12 -13 14 -15 16 18 -18 -19 -20 20 21 22 29 -25 25 26 -28 -29 -30 -31
leaf_value=2.4503953814432447e-05 -1.9261552465650312e-05 2.3593525475007483e-05 2.09958116784037e-05 -2.527156233554706e-05 2.3707992671046195e-05 -2.9859593196306379e-05 -3.6248175001674098e-05 -2.2928385020680832e-05 -4.534621877523716e-05 9.5261010342255774e-05 -5.9905552414074055e-05 3.5330153678798876e-05 -0.00011414805093409088 0.00010600115867348976 -2.6877427883566551e-05 -1.946221440448426e-05 4.1935367335099727e-05 -3.3388723265185644e-05 2.4053291303129369e-05 3.3221200263661949e-05 -3.0227455750718947e-05 3.7405144179171083e-05 3.8141057670873125e-06 2.270064693978687e-05 -7.6226978451252838e-07 -4.3794458352273245e-05 -5.0765958182856944e-05 2.7013374632848093e-05 8.4138039090414008e-06 -6.6674515788827417e-06
leaf_weight=22 20 21 24 20 23 20 20 22 21 20 21 21 20 26 26 20 22 21 27 28 25 22 625 30 1641 21 29 28 22 213
leaf_count=22 20 21 24 20 23 20 20 22 21 20 21 21 20 26 26 20 22 21 27 28 25 22 625 30 1641 21 29 28 22 213
internal_value=0 1.24231e-07 -4.99663e-08 -2.15301e-07 -5.0186e-08 -2.14923e-07 -1.6896e-08 -2.00562e-07 1.82151e-06 3.40116e-05 5.95126e-09 6.45647e-05 8.74925e-07 1.87043e-05 -7.97695e-07 -1.46739e-05 1.51087e-06 5.84472e-07 5.53605e-06 1.34426e-06 2.14794e-06 1.16483e-06 2.0774e-06 -1.5328e-06 -1.94564e-06 -1.55158e-06 -1.45042e-05 3.06965e-07 -1.70833e-05 1.14994e-06
internal_weight=0 3101 3079 3055 3035 3014 2994 2971 1180 63 1117 41 1096 94 1002 68 982 960 47 939 913 885 860 1791 1761 1741 100 71 43 838
internal_count=3121 3101 3079 3055 3035 3014 2994 2971 1180 63 1117 41 1096 94 1002 68 982 960 47 939 913 885 860 1791 1761 1741 100 71 43 838
is_linear=0
shrinkage=0.1


Tree=4598
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 10 2 40 12 12 142 11 481 13 471 1429 2 2 474 3 474 2 12 1429 1420 4 11 2 0 4 2
split_gain=7.54024e-07 4.06475e-06 2.26973e-06 7.26456e-07 1.79911e-06 2.40162e-06 1.7467e-06 1.60758e-06 1.6712e-06 2.13304e-06 2.64152e-06 7.66315e-07 1.14646e-06 8.81743e-07 1.02317e-06 2.88273e-06 5.92673e-06 1.16385e-06 3.6271e-06 2.56506e-06 2.44793e-06 2.43243e-06 3.28668e-06 1.44656e-06 1.3918e-06 4.5502e-06 5.09069e-06 6.29187e-06 1.45548e-06 3.19594e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 0.14786000000000002 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 0.11290000000000001 -0.072819999999999982 0.10338500000000002 0.092020000000000005 0.094565000000000024 0.10882500000000002 0.089435000000000014 0.084940000000000015 0.088435000000000014 0.11067500000000001 0.088725000000000012 0.079510000000000011 -0.08341999999999998 -0.46376499999999993 0.088215000000000002 0.095195000000000016 0.10455500000000001 -0.17966999999999997 0.11585500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -6 8 9 -8 -11 13 -13 14 17 -16 -17 19 20 23 21 22 -19 -12 25 26 -25 -28 29 -26
right_child=1 3 -4 4 6 -7 7 -9 -10 10 11 12 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 24 28 -27 27 -29 -30 -31
leaf_value=-1.8543632719369131e-06 4.4265912964917896e-05 -1.8881931137002542e-05 -3.279036973843311e-05 -2.5791368335333009e-06 -2.8792064767912962e-05 4.5840295863399665e-05 3.116074516872852e-05 2.5925965216326102e-05 -2.8169870347483084e-05 -3.4613370820063046e-05 2.2924930612202004e-05 3.0880519143465788e-05 -2.5733645868188304e-06 -2.0440535904310224e-05 -1.7960494261344486e-05 6.7275914316269338e-05 -6.4318803651985945e-06 3.549020250266906e-05 -4.8604027406327076e-05 2.6799042350628753e-05 2.9337963678699455e-05 -2.7171886627113011e-05 -1.8173147876950679e-05 7.373919503058856e-06 3.3648068152136123e-05 2.9055642192796098e-05 -1.1179717352426839e-05 -7.8471906302487093e-05 -2.1307733985236709e-07 -1.448159162629798e-05
leaf_weight=195 21 20 27 21 21 20 22 24 21 22 27 20 21 21 21 20 24 21 20 36 20 41 25 39 37 23 33 24 2212 22
leaf_count=195 21 20 27 21 21 20 22 24 21 22 27 20 21 21 21 20 24 21 20 36 20 41 25 39 37 23 33 24 2212 22
internal_value=0 4.30132e-07 -5.61685e-06 1.10274e-07 2.4318e-07 2.10401e-05 -5.95086e-08 1.56294e-07 -6.68202e-08 1.47707e-07 -1.02307e-07 1.78168e-07 1.37456e-05 -3.0484e-08 1.31562e-07 1.25228e-05 2.70717e-05 -1.80621e-07 -9.51498e-06 3.0265e-07 -2.20862e-06 -9.46071e-06 6.32534e-06 -9.20001e-08 -3.52024e-07 -1.08941e-05 -2.04653e-05 -3.95133e-05 2.00377e-07 1.57014e-05
internal_weight=0 2899 222 2878 2858 41 2817 2796 2772 2751 2729 2707 41 2666 2645 65 44 2580 127 2453 107 87 46 2417 2390 119 96 57 2271 59
internal_count=3121 2899 222 2878 2858 41 2817 2796 2772 2751 2729 2707 41 2666 2645 65 44 2580 127 2453 107 87 46 2417 2390 119 96 57 2271 59
is_linear=0
shrinkage=0.1


Tree=4599
num_leaves=31
num_cat=0
split_feature=421 9 2 33 9 149 46 1428 473 471 475 471 483 42 4 3 51 482 160 482 3 483 133 1447 481 481 475 13 13 42
split_gain=7.95563e-07 2.03509e-06 2.92475e-06 2.50322e-06 1.6411e-06 1.2065e-06 9.26315e-07 9.33594e-07 2.12259e-06 1.00466e-06 8.63282e-07 9.07168e-07 1.07625e-06 6.32981e-06 2.11077e-06 2.40964e-06 2.10593e-06 2.08085e-06 5.83567e-06 5.01316e-06 2.21467e-06 1.85845e-06 1.2195e-06 3.10706e-06 5.72739e-06 3.88312e-06 5.15996e-06 4.51791e-06 1.15379e-05 5.23247e-06
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 -0.012019999999999998 0.087755000000000014 0.097720000000000015 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 -0.50059999999999982 0.10338500000000002 0.098395000000000024 0.096610000000000015 -0.070499999999999993 -0.075634999999999994 -0.0078149999999999973 0.089745000000000005 -0.077459999999999987 0.087425000000000017 -0.081924999999999984 0.095250000000000015 0.0033250000000000003 0.059120000000000013 -0.087424999999999989 -0.081334999999999977 -0.085774999999999976 -0.086134999999999975 -0.087074999999999986 0.087665000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 -5 -9 -10 -11 12 17 14 -14 16 -16 19 -19 21 -20 22 -12 24 -24 -26 -27 28 29 -28
right_child=1 2 -4 4 -6 -7 -8 8 9 10 11 -13 13 -15 15 -17 -18 18 20 -21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-1.9880456529790537e-05 -3.1696070986072302e-05 -1.563172056194162e-06 4.974252931788214e-05 -1.7102383640121844e-05 2.8627840256376656e-05 -1.9128101055023518e-05 1.4669271045974266e-05 3.2537267688894648e-05 -2.14410296972677e-05 2.0713836102004281e-05 -1.8084040907469343e-06 -2.0362733415492006e-05 2.5238805912002658e-05 4.5463805280243314e-05 -1.9612472230316294e-05 -3.0969503878248575e-05 1.9573915736259551e-05 -4.5258344962840553e-05 3.3372839097864926e-05 4.9919119589105784e-05 -1.368742904105602e-05 -3.0705247754667651e-05 -4.6376945344187945e-05 4.0740114590811401e-05 3.8492931363786438e-05 -3.7513556111790086e-05 1.938572254696356e-05 -1.4536370000528797e-07 7.5524362047621379e-05 -2.279822075188561e-05
leaf_weight=20 25 25 20 32 20 33 43 20 22 20 1588 22 21 35 24 34 32 37 20 20 20 20 24 21 30 32 93 696 29 43
leaf_count=20 25 25 20 32 20 33 43 20 22 20 1588 22 21 35 24 34 32 37 20 20 20 20 24 21 30 32 93 696 29 43
internal_value=0 1.28218e-07 2.12394e-05 -1.82646e-07 7.72798e-08 -1.12362e-07 9.83565e-08 -1.15119e-07 7.21334e-08 -1.53084e-07 1.06119e-08 -1.35134e-07 2.27258e-08 8.38323e-06 -3.30885e-06 -9.96997e-06 2.77975e-06 -4.33927e-07 -1.66344e-05 4.65962e-08 9.84271e-06 -3.40613e-07 -1.03018e-07 2.69466e-06 1.85099e-06 3.10502e-06 1.91618e-06 3.38163e-06 1.82591e-05 6.04815e-06
internal_weight=0 3101 45 3056 3031 3011 2978 2935 2903 2883 2861 2841 2819 146 111 90 56 2673 77 2596 40 2576 2556 968 947 923 893 861 165 136
internal_count=3121 3101 45 3056 3031 3011 2978 2935 2903 2883 2861 2841 2819 146 111 90 56 2673 77 2596 40 2576 2556 968 947 923 893 861 165 136
is_linear=0
shrinkage=0.1


Tree=4600
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 12 12 1454 156 1455 158 482 484 4 0 0 52 13 3 403 16 42 0 403 13 157 3 4 1 482 1209
split_gain=6.93742e-07 1.96747e-05 1.17848e-05 3.7456e-06 8.54893e-07 4.82239e-06 2.4523e-06 2.9289e-06 2.46384e-06 2.88557e-06 3.64674e-06 4.68867e-06 3.62999e-06 2.49686e-06 8.56768e-06 4.85015e-06 7.51016e-06 6.69972e-06 3.42545e-06 8.1222e-06 3.37833e-06 3.32109e-06 5.42465e-06 2.05618e-06 3.9849e-06 5.33442e-06 5.02635e-06 2.36599e-06 1.55742e-06 1.49652e-06
threshold=-0.083284999999999984 0.10022000000000002 0.12679500000000002 0.089480000000000018 0.089570000000000025 0.089735000000000023 0.099235000000000004 -0.087794999999999998 -0.08045999999999999 -0.4686749999999999 0.098465000000000011 0.068975000000000009 -0.013125 -0.070889999999999995 -0.069954999999999976 0.10160000000000001 -0.063184999999999977 -0.055119999999999995 -0.44023999999999991 -0.082404999999999992 0.097020000000000009 -0.067094999999999988 -0.34918499999999997 0.10002500000000002 -0.04831499999999999 -0.098469999999999988 -0.036839999999999991 0.10374500000000002 -1.0000000180025095e-35 -0.084519999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 28 -6 7 -7 -9 -10 11 13 -13 18 -15 17 -17 21 19 -11 -18 -16 -23 24 -24 27 -27 -26 -2 -30
right_child=2 -3 -4 -5 5 6 -8 8 9 10 -12 12 -14 14 15 16 20 -19 -20 -21 -22 22 23 -25 25 26 -28 -29 29 -31
leaf_value=2.7623226195716055e-07 -2.553179599020111e-05 9.7462732325463247e-05 -7.6906602589588157e-05 -4.5366155200099462e-05 4.7615997470490147e-05 3.9917723534017575e-05 -3.2497056482887795e-05 -2.9113042168878917e-05 3.3718837039486969e-05 -9.6474555763192122e-06 -3.818782694916872e-05 3.2215221472142735e-06 6.1473178588446737e-05 -6.4945824915016797e-05 -3.2534389538341203e-05 6.4179286496605177e-05 2.4099296900782396e-05 -6.3668587026768369e-05 2.3011202829308015e-06 7.0182399616896879e-05 -3.1319156137628437e-05 4.4886933093948763e-05 -4.4313085267536474e-05 1.4254661556895537e-05 1.8029297193390363e-07 -5.2317865658681382e-05 1.8806118907315811e-06 4.6142120572767455e-05 -1.9756229595237176e-05 -4.2342805684908289e-07
leaf_weight=178 26 21 20 20 23 20 21 26 28 26 23 20 23 23 34 26 22 20 509 25 22 25 28 44 21 28 44 24 41 1710
leaf_count=178 26 21 20 20 23 20 21 26 28 26 23 20 23 23 34 26 22 20 509 25 22 25 28 44 21 28 44 24 41 1710
internal_value=0 5.42723e-06 -4.09572e-07 -4.33411e-06 1.21289e-07 2.30538e-06 1.34222e-06 2.01199e-06 1.28373e-06 2.06237e-06 1.16431e-06 2.10321e-06 3.43794e-05 5.96289e-07 -5.88868e-06 -1.87e-06 2.15689e-05 -7.99211e-06 4.77678e-06 2.94848e-05 -3.60993e-06 -3.50207e-06 1.11054e-06 -4.67999e-06 -1.04257e-05 -2.31587e-06 -1.91966e-05 2.46933e-05 -1.23686e-06 -8.76109e-07
internal_weight=0 219 2902 198 2882 1105 1082 1061 1041 1015 987 964 43 921 361 338 70 268 560 51 44 248 214 189 145 117 72 45 1777 1751
internal_count=3121 219 2902 198 2882 1105 1082 1061 1041 1015 987 964 43 921 361 338 70 268 560 51 44 248 214 189 145 117 72 45 1777 1751
is_linear=0
shrinkage=0.1


Tree=4601
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1210 42 403 42 1210 130 403 0 16 1210 130 130 1213 130 49 130 2 16 15 52 129 1182 1185 132 1203 12 402
split_gain=8.3192e-07 1.88768e-06 1.12346e-06 1.11582e-06 4.95771e-06 1.19276e-06 4.02668e-06 1.00985e-06 6.0659e-06 8.62243e-06 1.3289e-05 5.28973e-06 1.05668e-06 8.0554e-07 4.2612e-06 4.05429e-06 1.92338e-06 2.21598e-06 5.00296e-06 2.82317e-06 3.43067e-06 2.03455e-06 1.70669e-06 1.50058e-06 1.52275e-06 1.44857e-06 1.40992e-06 6.86713e-06 3.10456e-06 1.33114e-06
threshold=0.12461500000000002 0.10837500000000001 0.098655000000000007 -0.13847499999999999 0.094935000000000005 -0.5341999999999999 0.088380000000000014 -0.064344999999999999 0.08610000000000001 -0.0047449999999999992 -0.086409999999999987 -0.084119999999999986 -0.047399999999999991 0.085870000000000016 0.081715000000000024 -0.011244999999999998 0.09290000000000001 0.11042000000000002 0.097765000000000005 0.092755000000000018 -0.0013749999999999997 -0.067579999999999987 0.087555000000000008 0.11234000000000001 0.086460000000000009 0.090595000000000009 -0.083449999999999983 0.089480000000000018 0.091930000000000012 -0.45015499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 8 9 10 -7 -12 -9 14 23 -15 21 18 -18 22 -21 -17 -20 24 25 26 28 29 -14 -28
right_child=-2 -3 -4 5 -6 7 -8 12 -10 -11 11 -13 13 15 -16 16 17 -19 19 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.1948036139334104e-05 -2.0329654453234981e-05 2.867306352329805e-05 -2.1633497662302641e-05 1.5666266309770953e-05 5.3239899443724426e-05 0.00010412264365142967 -4.4294149968967156e-05 -1.9978562549685766e-05 -3.376047050271434e-05 -3.5801964157231157e-05 -2.7375864638915205e-05 3.6739568286652831e-05 -1.8106887840070912e-06 3.9074471992846831e-05 -4.6646699047414586e-05 3.3642285087864822e-05 -4.289103291525595e-05 2.0807978944503703e-05 -3.7942104890217622e-05 -1.1775598920849008e-06 4.6510125255074609e-05 -2.303585091384218e-06 -2.7705440804251451e-06 2.6314581141594407e-05 -2.5084914304898125e-05 -2.4727451454964468e-05 -1.5273157796562893e-05 5.7400304822727951e-05 -4.2123227496631447e-05 3.3493331420395039e-07
leaf_weight=28 20 23 24 21 20 21 24 27 26 21 22 31 81 31 20 32 34 30 22 48 22 31 37 21 25 24 56 21 25 2253
leaf_count=28 20 23 24 21 20 21 24 27 26 21 22 31 81 31 20 32 34 30 22 48 22 31 37 21 25 24 56 21 25 2253
internal_value=0 1.31111e-07 -8.2165e-08 8.71971e-08 1.52136e-05 -1.54342e-07 -1.63126e-05 9.12243e-08 9.03818e-06 2.07515e-05 3.68004e-05 1.01256e-05 -2.89966e-07 -1.00989e-07 -6.71394e-07 4.91937e-06 7.83397e-07 -4.16887e-06 -8.76584e-06 2.28399e-07 1.381e-05 1.59546e-05 -1.58854e-05 -3.04472e-07 -5.29422e-07 -2.79874e-07 -3.90116e-08 4.74126e-07 -1.13184e-05 -4.36085e-08
internal_weight=0 3101 3078 3054 48 3006 45 2961 121 95 74 53 2840 2813 2526 287 256 193 163 129 70 63 59 2506 2485 2460 2436 2330 106 2309
internal_count=3121 3101 3078 3054 48 3006 45 2961 121 95 74 53 2840 2813 2526 287 256 193 163 129 70 63 59 2506 2485 2460 2436 2330 106 2309
is_linear=0
shrinkage=0.1


Tree=4602
num_leaves=31
num_cat=0
split_feature=129 42 1184 393 43 393 1208 1208 43 402 1210 403 0 1210 52 42 1212 0 1210 1213 1211 1212 43 128 51 16 15 15 1213 43
split_gain=6.84796e-07 4.012e-06 1.73144e-06 9.64335e-07 2.88863e-06 8.92233e-07 6.69383e-07 1.7399e-06 3.29077e-06 1.80134e-06 1.91742e-06 9.13064e-07 4.09878e-06 8.32279e-07 5.85087e-06 1.20357e-05 8.94952e-06 2.82812e-06 1.00753e-06 7.9881e-07 1.43042e-06 1.12612e-06 2.1415e-06 8.65907e-07 2.31638e-06 3.38748e-06 4.93813e-06 1.9014e-06 1.74185e-06 1.52831e-06
threshold=-0.077709999999999987 -0.015274999999999999 0.089075000000000015 0.106645 -0.0095349999999999983 0.092175000000000021 0.12461500000000002 0.10233500000000001 -0.03898999999999999 0.23460000000000003 -0.13847499999999999 -0.5341999999999999 -0.086409999999999987 -0.064344999999999999 0.088555000000000009 0.087505000000000013 0.087110000000000007 -0.082084999999999977 -0.047399999999999991 0.51049000000000011 0.12162000000000002 0.10242000000000001 0.05259500000000001 0.089745000000000005 -0.20636999999999997 -0.081779999999999978 0.09006500000000002 0.083490000000000023 -0.4908249999999999 -0.043144999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 9 -9 10 -2 12 -12 14 15 16 -13 -18 -15 20 21 23 -23 28 -25 27 29 -26 -20 -27
right_child=2 -3 -4 4 -6 -7 -8 8 -10 -11 11 13 -14 18 -16 -17 17 -19 19 -21 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-4.5233127620003004e-05 3.0135863908937957e-05 1.1018336084589465e-05 2.7528866619673943e-05 -5.1436488320177888e-06 4.3302318499627293e-05 -1.6598479615740043e-05 -1.8296696980542039e-05 4.8163901790520045e-05 -8.5143322758085576e-06 -2.4205614259229943e-05 -4.7205056316670382e-05 5.1248699823089637e-05 1.6816695506349788e-05 -1.9933754629164468e-05 5.1225081057054919e-05 -7.2109859525824047e-05 -4.4067999333492487e-05 9.1120605793548753e-06 2.6905565111216374e-05 1.9273910306981721e-05 -2.4609018328192179e-05 3.1677020421435981e-05 -1.0567280396571734e-05 2.1145212516178922e-05 2.3216925468919465e-05 -7.0427043283416424e-05 3.8751160121007288e-06 -1.0759866113403406e-05 -1.6999106560643665e-07 -3.1333466522482923e-05
leaf_weight=21 21 32 23 32 20 33 20 21 20 31 20 36 20 26 25 20 20 20 24 21 24 30 20 24 28 20 28 40 2381 20
leaf_count=21 21 32 23 32 20 33 20 21 20 31 20 36 20 26 25 20 20 20 24 21 24 30 20 24 28 20 28 40 2381 20
internal_value=0 -1.127e-05 1.94696e-07 -1.17693e-08 1.34894e-05 -2.46337e-07 -6.40328e-08 5.99989e-08 2.0516e-05 -2.29306e-07 2.9852e-08 -1.92216e-07 -1.51942e-05 2.15638e-08 8.13442e-06 -3.08711e-06 1.50768e-05 -1.7478e-05 -3.43907e-07 -1.52427e-07 -3.07014e-07 -8.39743e-08 1.47793e-05 -3.73707e-07 -7.49714e-06 -1.25517e-05 -2.83339e-05 3.23058e-06 1.00202e-07 -5.08803e-05
internal_weight=0 53 3068 3045 52 2993 2960 2940 41 2899 2868 2847 40 2807 121 96 76 40 2686 2660 2639 2615 50 2565 160 136 68 68 2405 40
internal_count=3121 53 3068 3045 52 2993 2960 2940 41 2899 2868 2847 40 2807 121 96 76 40 2686 2660 2639 2615 50 2565 160 136 68 68 2405 40
is_linear=0
shrinkage=0.1


Tree=4603
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 2 2 399 1204 2 12 130 130 130 130 12 130 42 1209 3 1213 13 15 1213 130 130 1209 401 133 402 1213
split_gain=7.10725e-07 2.10242e-05 1.12335e-05 4.78889e-06 8.34869e-07 1.07588e-06 9.87663e-07 7.41741e-07 2.35821e-06 2.27605e-06 8.28923e-07 1.58967e-06 1.13764e-06 1.33806e-06 6.71288e-06 2.63587e-06 1.41674e-06 1.20792e-06 4.76474e-06 1.80672e-06 3.31562e-06 3.71368e-06 2.4668e-06 1.5284e-06 2.26074e-06 1.36038e-06 1.51659e-06 6.53188e-06 2.97569e-06 1.58576e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.10222000000000002 0.089320000000000024 0.085965000000000014 -0.016569999999999994 0.080205000000000012 0.089505000000000015 0.10737500000000001 0.10034000000000003 0.097445000000000018 0.091705000000000023 0.090695000000000012 0.089120000000000019 -0.14899999999999999 -0.087714999999999987 -0.081644999999999981 -0.24064499999999997 -0.090639999999999984 0.087065000000000017 -0.15413999999999997 0.085235000000000019 0.0053350000000000003 -0.065739999999999979 -0.078179999999999986 0.51314000000000015 -0.40883999999999993 -0.088159999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 8 -4 -10 11 12 13 15 -15 16 -9 18 -18 20 -19 -22 -21 24 25 -24 27 -27 -28 -30
right_child=2 -3 7 -5 -6 -7 -8 10 9 -11 -12 -13 -14 14 -16 -17 17 19 -20 22 21 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=-1.688968727492089e-05 -7.1600270720492443e-05 0.00010063274201543425 3.5914860882257925e-05 -5.0993197278330632e-05 -1.2753532777227324e-05 1.8250676821014334e-05 4.9247557863303862e-06 1.9203616169474309e-05 -1.9446588866037817e-05 1.6912021394293536e-05 -1.2671288012947675e-05 2.2590200956807576e-05 -2.2329661632007315e-05 5.9874926773773043e-05 -1.9340523013634874e-05 -3.196236841456714e-05 5.2227736814529643e-05 1.2212553755725149e-05 -1.3860649035753645e-05 3.326930317681135e-05 -5.1724782679229975e-08 -5.612180310116081e-05 -2.0492821595601556e-05 2.4743672035280425e-05 -3.3284683611002822e-05 6.0795932893684255e-05 -3.4779901696310846e-05 -7.5094587135113439e-06 -1.6411946558821063e-05 3.387175169208282e-07
leaf_weight=29 22 21 24 20 37 39 73 38 33 36 52 31 23 20 23 26 20 27 24 22 21 27 33 24 21 21 25 42 58 2209
leaf_count=29 22 21 24 20 37 39 73 38 33 36 52 31 23 20 23 26 20 27 24 22 21 27 33 24 21 21 25 42 58 2209
internal_value=0 5.49327e-06 -4.14547e-07 -4.59728e-06 6.15741e-07 4.12399e-06 -1.27739e-06 1.29233e-07 8.91454e-06 -4.76879e-07 -1.63926e-07 7.38738e-08 -1.84265e-07 5.7183e-09 1.75039e-05 -2.79506e-07 3.58675e-08 -2.47106e-07 1.61795e-05 -5.32787e-07 -1.58218e-05 -3.15911e-05 -6.57087e-08 -3.67135e-07 -6.17305e-07 -3.30029e-07 -4.7493e-08 1.5259e-05 -4.68221e-07 -8.98394e-08
internal_weight=0 219 2902 198 178 141 102 2880 93 69 2787 2735 2704 2681 43 2638 2612 2574 44 2530 75 48 2455 2433 2409 2388 2355 63 2292 2267
internal_count=3121 219 2902 198 178 141 102 2880 93 69 2787 2735 2704 2681 43 2638 2612 2574 44 2530 75 48 2455 2433 2409 2388 2355 63 2292 2267
is_linear=0
shrinkage=0.1


Tree=4604
num_leaves=31
num_cat=0
split_feature=1204 400 400 399 132 43 394 50 0 2 399 130 130 1176 394 133 1186 133 0 3 475 1420 15 97 34 10 1 9 10 9
split_gain=7.26148e-07 1.13327e-06 8.30771e-07 2.64067e-06 1.07996e-06 2.39338e-05 1.96933e-05 4.03108e-06 1.15277e-06 1.14583e-06 1.81325e-06 1.008e-06 1.42353e-06 9.15897e-07 7.54774e-07 1.24168e-06 8.40018e-07 1.58123e-06 9.12942e-07 8.87742e-07 1.8675e-06 1.04545e-06 7.88971e-07 7.34734e-07 1.71855e-06 7.56741e-06 2.72252e-06 2.68219e-06 4.40454e-06 1.13707e-06
threshold=0.057120000000000011 0.12955000000000003 0.10782000000000001 0.093190000000000009 -0.083284999999999984 -0.011694999999999999 0.10448000000000002 0.09227500000000001 -0.09595999999999999 0.090675000000000019 0.087485000000000021 -0.22699999999999995 -0.11198999999999999 0.086510000000000017 -0.089309999999999987 -0.083244999999999986 0.021560000000000003 -0.082724999999999979 0.22582000000000002 -0.24210499999999999 0.12927000000000002 1.0000000180025095e-35 0.19724500000000003 -0.086464999999999986 -0.057544999999999992 1.0000000180025095e-35 0.10871500000000002 0.091905000000000014 0.09820000000000001 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 11 8 -7 10 -10 -6 -13 14 15 -14 18 -18 19 -16 21 22 23 -21 25 26 -25 29 -29 -26
right_child=-2 -3 -4 -5 6 7 -8 -9 9 -11 -12 12 13 -15 16 -17 17 -19 -20 20 -22 -23 -24 24 27 -27 -28 28 -30 -31
leaf_value=9.3675931051014538e-05 -1.6328415121178196e-05 2.1788093469391849e-05 -1.8559092548760725e-05 3.125377451801291e-05 -2.1737652423325927e-05 -2.0774744624911062e-05 -9.9489132630878904e-05 -4.6691914963048479e-05 2.964640823157769e-05 -1.2973629088298401e-05 -5.7162373133027801e-06 2.6191478025880531e-05 -3.0107805568232751e-05 2.0381372128626525e-05 1.5667006437070086e-05 2.0995678434181693e-07 -6.9259392694220876e-06 3.1145825846579105e-05 -2.1375008109316696e-05 -1.8900044770340347e-05 -2.851333067709398e-05 2.1332845853580895e-05 1.6039812905243404e-05 -3.1576690110506952e-05 -3.3913155382004067e-07 6.7493092574295586e-05 1.3570272608376399e-05 -5.8014223724880836e-05 6.7530464591635837e-06 2.3604710804647766e-05
leaf_weight=27 27 24 24 27 21 24 20 24 29 27 29 21 22 22 36 35 20 24 20 21 23 23 30 22 2383 20 34 21 21 20
leaf_count=27 27 24 24 27 21 24 20 24 29 27 29 21 22 22 36 35 20 24 20 21 23 23 30 22 2383 20 34 21 21 20
internal_value=0 1.42488e-07 -2.67284e-08 1.19292e-07 -1.59155e-07 7.83586e-06 -6.06585e-07 -9.59032e-06 -1.42116e-06 4.04338e-06 1.19651e-05 9.00161e-08 2.52678e-07 5.79282e-08 -1.03195e-07 -1.14916e-05 1.35636e-07 1.38405e-05 -8.98739e-08 7.05266e-08 -1.4394e-07 1.07504e-07 -8.23031e-08 -2.72572e-07 -1.17405e-07 1.46916e-05 -4.16603e-06 -5.77726e-07 -2.56306e-05 -1.39849e-07
internal_weight=0 3094 3070 3046 3019 160 2859 133 109 85 58 2839 2818 2797 2775 57 2718 44 2674 2654 2618 2595 2572 2542 2521 76 56 2445 42 2403
internal_count=3121 3094 3070 3046 3019 160 2859 133 109 85 58 2839 2818 2797 2775 57 2718 44 2674 2654 2618 2595 2572 2542 2521 76 56 2445 42 2403
is_linear=0
shrinkage=0.1


Tree=4605
num_leaves=31
num_cat=0
split_feature=132 394 1203 12 12 2 16 0 16 4 1209 15 394 390 479 0 0 12 12 13 2 2 1453 12 16 483 2 2 4 2
split_gain=7.82046e-07 4.32608e-06 4.305e-06 8.19903e-07 5.23951e-06 1.22013e-05 4.17583e-06 2.62466e-06 3.42495e-06 3.12465e-06 1.97848e-06 6.99111e-06 1.6775e-06 2.87208e-06 1.59407e-06 2.58223e-06 4.77043e-06 1.4522e-05 4.10913e-06 3.18514e-06 5.62897e-06 5.5774e-06 3.17026e-06 3.22311e-06 6.59478e-06 4.51689e-06 5.06718e-06 3.90031e-06 3.5737e-06 1.20307e-05
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.089570000000000025 0.090165000000000009 0.088225000000000012 0.6352000000000001 0.12411500000000002 0.38525000000000004 -0.49013999999999996 -0.065739999999999979 0.089740000000000014 -0.11103499999999998 1.0000000180025095e-35 0.10061500000000002 -0.078704999999999983 -0.080499999999999988 0.093105000000000007 0.093105000000000007 -0.081029999999999977 0.08647500000000001 0.086285000000000014 -0.051044999999999993 0.096525000000000014 -0.079504999999999978 -0.021199999999999997 0.096540000000000015 0.090935000000000016 -0.072334999999999997 0.094215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 12 5 -5 7 9 -9 -6 11 -11 -2 -14 15 16 18 -18 19 21 -21 -12 -17 24 -24 -26 27 -27 29 -25
right_child=1 -3 -4 4 6 -7 -8 8 -10 10 14 -13 13 -15 -16 22 17 -19 -20 20 -22 -23 23 28 25 26 -28 -29 -30 -31
leaf_value=-1.295491545867978e-06 2.7560781873035012e-05 4.4607531129837629e-05 -5.0000119983906188e-05 -4.0752552051440276e-06 -3.8644797332381134e-05 8.8205803117686991e-05 -3.5584940310546966e-05 2.2436718779772492e-06 5.3498830344654961e-05 -6.3229203951777898e-05 -3.9401729178020371e-05 1.6092928257421589e-05 -1.1199302171577803e-06 -3.8324917290397239e-05 -1.7445459233829007e-05 3.3245103157241827e-05 -2.1641533385263757e-05 8.7809047733942327e-05 -4.1527960492342976e-06 7.2234367125171653e-05 1.3317516697497923e-05 2.8773319477945086e-05 -6.74304284984828e-05 -1.6381201788005587e-05 -5.1674044962055631e-05 -1.3428442199173416e-06 -3.1535976918016008e-05 4.0410222152331701e-05 -1.7288431317001389e-06 8.1227343015716945e-05
leaf_weight=196 20 22 20 38 20 23 31 32 22 20 21 25 1735 21 39 25 22 27 189 24 50 28 20 28 20 88 41 30 221 23
leaf_count=196 20 22 20 38 20 23 31 32 22 20 21 25 1735 21 39 25 22 27 189 24 50 28 20 28 20 88 41 30 221 23
internal_value=0 4.31639e-07 -5.80518e-06 9.45355e-08 2.23056e-06 3.07192e-05 5.69176e-07 1.67339e-06 2.31254e-05 4.67971e-07 1.29927e-06 -1.91614e-05 -1.23687e-06 -1.56486e-06 2.32687e-06 3.22666e-06 9.66086e-06 3.8668e-05 5.10525e-06 1.9331e-05 3.24257e-05 -4.44559e-07 -1.45629e-06 -3.29819e-06 -1.29695e-05 -6.88447e-06 -1.25056e-06 9.27234e-06 3.7775e-06 2.76383e-05
internal_weight=0 2905 216 2883 1107 61 1046 1015 54 961 941 45 1776 1756 896 857 361 49 312 123 74 49 496 471 199 179 159 118 272 51
internal_count=3121 2905 216 2883 1107 61 1046 1015 54 961 941 45 1776 1756 896 857 361 49 312 123 74 49 496 471 199 179 159 118 272 51
is_linear=0
shrinkage=0.1


Tree=4606
num_leaves=31
num_cat=0
split_feature=402 401 1213 402 401 402 12 132 2 1186 12 2 15 482 43 12 0 3 43 12 16 16 51 0 132 160 4 52 52 13
split_gain=7.17178e-07 4.15597e-06 6.94244e-06 1.69184e-06 1.17978e-06 1.11179e-06 1.28606e-06 4.84625e-06 2.86429e-05 2.1922e-05 4.8383e-06 9.63593e-06 6.258e-06 4.2896e-06 3.2822e-06 2.17796e-06 2.07013e-06 3.43242e-06 4.52726e-06 4.75496e-06 3.7811e-06 4.40111e-06 2.83765e-06 2.78448e-06 2.80127e-06 5.03813e-06 3.29939e-06 2.60433e-06 1.10588e-05 4.48537e-06
threshold=-0.45015499999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42072999999999994 0.13729500000000003 0.23460000000000003 0.09141500000000001 -0.083284999999999984 0.087545000000000026 0.049580000000000006 0.090165000000000009 0.073895000000000002 -0.047714999999999987 -0.29722999999999994 -0.077319999999999986 0.10911500000000002 -0.074479999999999977 -0.047929999999999993 -0.23714499999999997 0.12757000000000002 -0.08595499999999999 -0.078844999999999985 0.087305000000000008 -0.075934999999999989 0.090050000000000005 -0.52800499999999995 -0.010655 0.10263500000000002 0.024145000000000003 -0.059629999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 10 8 -8 16 13 -12 -13 -5 -14 -10 23 18 -18 20 -20 -22 27 24 25 -9 -26 28 -23 -29
right_child=3 -3 -4 4 -6 -7 7 9 15 -11 11 12 14 -15 -16 -17 17 -19 19 -21 21 22 -24 -25 26 -27 -28 29 -30 -31
leaf_value=4.6053483735401341e-06 2.7873467444227242e-05 2.2256028185236373e-05 -7.0361776185260772e-05 4.4730935466456387e-05 2.1251316124667381e-05 -2.0731418771902099e-05 0.00012705826248704747 5.7305936700556368e-05 -3.2636484336209204e-05 -0.00010002953507258402 -6.3346226877026334e-05 -4.4713245882700326e-05 -8.0302574212470529e-06 -7.1323281758007997e-07 4.3829430512687399e-05 6.3518108689956872e-06 4.1474540865657711e-05 -3.3948983000300361e-05 4.0459925349236784e-05 -4.4740603421663157e-05 -4.3670129019554467e-05 -4.8806406931393653e-06 3.0896708974523786e-05 4.5045011629554212e-05 -4.4335665767324498e-05 6.6829835870297072e-06 1.0431565409486543e-05 -5.2185774944518924e-05 6.3241540421451513e-05 6.5968502962345227e-06
leaf_weight=30 22 27 21 21 26 26 21 21 23 21 37 22 23 1906 26 38 26 30 23 24 23 203 30 20 22 308 22 25 27 27
leaf_count=30 22 27 21 21 26 26 21 21 23 21 37 22 23 1906 26 38 26 30 23 24 23 203 30 20 22 308 22 25 27 27
internal_value=0 -9.46826e-06 -2.62635e-05 2.42701e-07 4.14836e-08 -1.42642e-07 3.76574e-08 3.10975e-06 2.63287e-05 8.75066e-07 -1.37234e-06 -2.19688e-05 -4.05946e-07 -2.17993e-07 1.94871e-05 -8.34869e-06 3.425e-06 -1.30278e-06 1.09768e-06 -1.65049e-06 1.23824e-06 -1.4546e-06 1.65745e-06 8.69413e-06 6.74502e-06 9.91424e-06 -1.69521e-05 -1.45311e-06 3.11631e-06 -2.1664e-05
internal_weight=0 78 51 3043 3021 2995 2969 934 82 852 2035 108 71 1927 49 61 831 438 408 382 358 335 312 393 373 329 44 282 230 52
internal_count=3121 78 51 3043 3021 2995 2969 934 82 852 2035 108 71 1927 49 61 831 438 408 382 358 335 312 393 373 329 44 282 230 52
is_linear=0
shrinkage=0.1


Tree=4607
num_leaves=31
num_cat=0
split_feature=132 1185 1203 43 43 4 43 43 1213 13 401 401 42 3 0 2 15 15 15 15 131 15 3 480 133 1456 153 13 13 160
split_gain=8.7212e-07 4.73227e-06 1.95782e-06 7.7594e-07 1.66315e-06 4.3026e-06 2.09335e-06 4.14221e-06 4.07212e-06 6.36116e-06 2.15944e-06 1.95365e-06 1.78656e-06 1.49831e-06 1.42341e-06 1.49286e-06 2.37667e-06 1.4404e-06 1.29885e-06 3.61593e-06 3.27829e-06 1.02763e-05 1.92162e-06 1.45276e-06 1.85511e-06 1.35645e-06 1.5175e-06 1.13541e-06 7.73855e-06 1.13772e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.13895500000000002 0.084740000000000024 -0.065794999999999979 0.055925000000000009 0.05259500000000001 -1.0000000180025095e-35 -0.078279999999999975 -0.41128499999999996 -0.099524999999999988 0.090690000000000007 -0.034684999999999994 -0.074229999999999977 0.089005000000000015 -0.086254999999999984 0.088495000000000018 0.11461000000000002 0.11171000000000002 0.08956500000000002 0.11923500000000002 -0.067429999999999976 -0.077799999999999994 0.087170000000000011 0.11510000000000002 0.082840000000000011 -0.088069999999999996 -0.089109999999999981 -0.013904999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 10 -8 -10 -3 -12 13 -7 15 17 -17 -5 19 23 21 -20 -23 24 -13 26 27 28 -25 -30
right_child=1 3 -4 14 5 12 8 -9 9 -11 11 18 -14 -15 -16 16 -18 -19 20 -21 -22 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-2.5463085236109553e-06 4.776100398712082e-05 3.0542221445458663e-05 -3.1278133186181852e-05 3.9964686072414263e-08 -5.4521023448614871e-05 3.0003037959215277e-05 -8.390847042392125e-06 -4.5648149753105825e-05 7.4525434564004013e-05 2.0863483735377451e-06 -3.0612232547441852e-05 -1.9968487010503722e-06 -2.149481133041523e-05 -7.7721665677797458e-06 2.6326493905564293e-05 1.255750444720939e-05 -2.8338346622452568e-05 3.5447301515887373e-05 6.5127740259640629e-05 -3.8421949277108075e-05 -1.8240048919122074e-05 -1.8068230211439013e-05 1.0643701300848211e-05 -1.6438232115373383e-07 -3.9592277244082655e-05 2.0033023097579753e-05 -2.5102396095159447e-05 -8.8790512973769738e-07 -1.2536452257856063e-05 8.5603919972156845e-05
leaf_weight=195 21 23 27 27 20 21 40 20 22 27 21 35 28 21 31 27 30 20 32 25 36 37 63 348 21 34 24 1797 21 27
leaf_count=195 21 23 27 27 20 21 40 20 22 27 21 35 28 21 31 27 30 20 32 25 36 37 63 348 21 34 24 1797 21 27
internal_value=0 4.62589e-07 -6.04072e-06 1.17465e-07 -2.46805e-07 -1.36159e-05 2.06725e-07 -3.16621e-07 1.52838e-05 3.461e-05 3.97593e-08 -2.38526e-07 -1.92866e-06 1.11154e-05 7.51888e-06 1.91276e-06 -8.96663e-06 1.51069e-05 1.66134e-08 -5.95172e-07 8.50878e-06 1.58039e-05 2.02866e-08 -1.85259e-07 -1.60951e-05 2.10544e-07 -9.34541e-08 1.80242e-07 5.02736e-06 4.26675e-05
internal_weight=0 2899 222 2878 2743 90 2653 2564 89 49 2544 2521 70 42 135 104 57 47 2500 2332 168 132 100 2307 56 2251 2217 2193 396 48
internal_count=3121 2899 222 2878 2743 90 2653 2564 89 49 2544 2521 70 42 135 104 57 47 2500 2332 168 132 100 2307 56 2251 2217 2193 396 48
is_linear=0
shrinkage=0.1


Tree=4608
num_leaves=31
num_cat=0
split_feature=132 394 1203 1176 394 4 394 1182 1186 43 43 4 43 3 3 43 401 1213 15 401 52 33 34 123 9 39 9 45 0 0
split_gain=7.06481e-07 3.65034e-06 2.91033e-06 8.21067e-07 7.71432e-07 1.38344e-06 7.41257e-07 9.44791e-07 1.02043e-06 7.49317e-07 1.57032e-06 4.23413e-06 1.70943e-06 3.74695e-06 3.34692e-06 3.34521e-06 1.6875e-06 1.7739e-06 1.49624e-06 1.2876e-06 1.11596e-06 1.07695e-06 1.61884e-06 7.46466e-06 3.09901e-06 2.2412e-06 1.26261e-06 9.71339e-07 1.07499e-06 4.94244e-06
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.086510000000000017 -0.089309999999999987 -0.081609999999999988 -0.086374999999999993 0.086460000000000009 -0.086839999999999987 0.13895500000000002 0.084740000000000024 0.0049200000000000008 0.055925000000000009 -0.074939999999999993 -0.078084999999999988 0.05259500000000001 -0.41128499999999996 0.23509000000000002 0.088990000000000014 0.13571500000000003 0.091275000000000009 0.085305000000000006 -0.057544999999999992 0.083805000000000004 0.091905000000000014 0.089790000000000023 0.082870000000000013 0.094030000000000016 -0.080604999999999996 -0.079984999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 -6 8 -8 10 12 -12 15 14 18 16 -10 19 -14 21 -11 22 23 -18 26 -25 27 28 -24 -30
right_child=1 -3 -4 -5 6 -7 7 -9 9 20 11 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 24 25 -26 -27 -28 -29 29 -31
leaf_value=-1.8096655503425109e-06 -2.8664150620618156e-05 4.0989542652493006e-05 -4.1855284734992892e-05 1.8519696829362905e-05 1.890762815069788e-05 1.607643240378012e-06 2.1181416187850434e-05 -2.1607278413284802e-05 2.7551965831662529e-05 1.302638655639991e-05 -4.1764522261060355e-05 3.5445329690860079e-06 1.741532735020603e-06 5.1866617541236336e-05 -2.9482491762874732e-05 -4.1083572505158379e-05 5.8728606280055833e-05 -2.790846632231715e-05 3.7629876195361642e-05 2.1314766049077402e-05 -1.1655534446775995e-05 -1.7667176031994003e-05 1.830308202706568e-06 1.1866199700149163e-05 -3.1354495615687486e-05 -3.3318649578480593e-05 2.4393046468113816e-05 -1.7271231015249876e-05 -3.3907215496734964e-05 -8.8384333411438225e-07
leaf_weight=196 26 22 20 24 21 36 23 20 22 90 33 55 26 20 22 20 25 23 21 28 23 35 1300 23 32 21 21 33 48 812
leaf_count=196 26 22 20 24 21 36 23 20 22 90 33 55 26 20 22 20 25 23 21 28 23 35 1300 23 32 21 21 33 48 812
internal_value=0 4.10257e-07 -5.51759e-06 1.00599e-07 -5.40205e-08 -1.1087e-05 1.90543e-07 4.8951e-08 2.06108e-07 2.95868e-08 -3.14289e-07 -1.34464e-05 1.42118e-07 1.37553e-05 2.70859e-06 -3.5382e-07 -1.76269e-08 -2.70243e-07 1.77768e-05 -2.92623e-09 8.00263e-06 -2.56924e-07 6.29768e-09 1.50934e-05 -4.57198e-07 -9.6993e-06 -1.06247e-08 -2.44312e-07 1.58211e-08 -2.72701e-06
internal_weight=0 2905 216 2883 2859 62 2797 2776 2756 2733 2620 88 2532 89 69 2443 2423 2401 47 2378 113 2350 2315 69 2246 44 2214 2193 2160 860
internal_count=3121 2905 216 2883 2859 62 2797 2776 2756 2733 2620 88 2532 89 69 2443 2423 2401 47 2378 113 2350 2315 69 2246 44 2214 2193 2160 860
is_linear=0
shrinkage=0.1


Tree=4609
num_leaves=31
num_cat=0
split_feature=46 44 47 0 47 3 47 1 1456 47 34 34 10 11 148 447 48 1428 12 12 1210 1210 0 2 3 12 0 2 2 12
split_gain=7.39427e-07 2.69763e-06 7.9609e-07 5.73859e-06 1.90015e-05 4.49197e-06 3.41229e-06 1.20141e-06 1.81609e-06 1.2191e-06 1.19774e-06 1.29198e-06 3.92132e-06 2.08305e-06 1.19378e-06 1.93961e-06 1.12076e-06 1.0865e-06 1.06839e-06 5.64519e-06 2.83701e-06 3.02481e-06 3.34592e-06 5.19027e-06 1.082e-05 6.86915e-06 1.14209e-05 5.21204e-06 4.22151e-06 4.03297e-06
threshold=0.084955000000000017 0.10049500000000001 0.092165000000000011 -0.10224499999999999 0.10589000000000001 -1.0000000180025095e-35 0.089785000000000018 0.11751000000000002 -1.0000000180025095e-35 0.11926500000000002 -0.112215 -0.057544999999999992 -0.0082499999999999987 -1.0000000180025095e-35 -0.10069499999999999 0.094580000000000011 0.11270000000000001 -0.071779999999999997 0.092355000000000007 0.092550000000000007 -0.064799999999999983 -0.00046999999999999993 -0.076579999999999995 0.10327000000000001 -0.066704999999999987 0.097325000000000009 -0.070499999999999993 0.097070000000000004 0.10613000000000002 0.098150000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 7 10 8 -5 -9 -1 12 -12 -13 -15 17 -10 -16 -19 -20 -21 -22 29 24 25 26 -24 -27 -25 -23
right_child=1 -3 3 5 -6 -7 -8 9 16 -11 11 13 -14 14 15 -17 -18 18 19 20 21 22 23 28 -26 27 -28 -29 -30 -31
leaf_value=-2.1328213160114292e-05 4.0284276080910787e-05 -8.171257623298852e-06 -0.00011249168921494857 3.0113343766515757e-05 2.9720655736852323e-07 4.212814876434725e-05 3.9573930685450746e-05 -4.128534263665123e-08 -5.7737502843826583e-06 -3.4115413447060362e-05 -1.8297699872415794e-06 -3.0752096371212578e-05 5.1037801149504965e-05 1.998113561057835e-05 -1.9382467313075076e-05 -2.5798844348926276e-05 1.9252635354946726e-05 -9.4155275056467307e-07 5.4648488280474263e-05 -2.3172287581560559e-05 3.3619040448229501e-05 2.2487049336503473e-05 -2.6938066457660174e-06 5.0617447577678831e-05 -8.5383379218910714e-05 -2.1209446584117392e-06 -8.1010056358839699e-05 5.504316284879514e-05 2.4099628078751397e-06 -1.473247771822831e-06
leaf_weight=26 20 27 20 20 59 26 22 21 121 21 47 22 20 30 28 29 21 1760 21 42 32 141 60 20 20 58 27 22 198 140
leaf_count=26 20 27 20 20 59 26 22 21 121 21 47 22 20 30 28 29 21 1760 21 42 32 141 60 20 20 58 27 22 198 140
internal_value=0 1.24481e-05 -1.90332e-07 -5.00424e-06 -2.82569e-05 2.98256e-06 3.47642e-07 -2.00658e-06 1.90092e-06 -1.70783e-05 3.30304e-08 2.37444e-07 1.39516e-05 -1.09291e-07 1.47232e-07 -8.17971e-08 -2.07267e-06 2.08508e-07 4.24387e-07 3.50256e-06 2.08932e-06 3.56702e-06 2.16517e-06 -3.65213e-06 -1.5875e-05 -7.55069e-06 -2.69988e-05 1.35992e-05 6.83267e-06 1.05495e-05
internal_weight=0 47 3074 309 79 230 2765 204 162 42 2743 2717 67 2650 2628 2598 142 2569 2541 781 760 718 686 405 187 167 87 80 218 281
internal_count=3121 47 3074 309 79 230 2765 204 162 42 2743 2717 67 2650 2628 2598 142 2569 2541 781 760 718 686 405 187 167 87 80 218 281
is_linear=0
shrinkage=0.1


Tree=4610
num_leaves=31
num_cat=0
split_feature=1447 1447 52 484 1447 403 1447 1447 479 483 481 1447 42 2 1429 1429 3 1429 16 2 1429 0 133 480 160 475 4 4 15 484
split_gain=6.98585e-07 2.76857e-06 2.39951e-06 3.35208e-06 2.28496e-06 3.22768e-06 2.82091e-06 9.73982e-07 3.01394e-06 1.46856e-06 1.51962e-06 1.34194e-06 3.50904e-06 2.27527e-06 1.13577e-06 6.47261e-06 3.72224e-06 7.12117e-06 3.54316e-06 1.98286e-06 3.56324e-06 1.85887e-06 1.24949e-06 5.90356e-06 3.97273e-06 3.20613e-06 3.43602e-06 6.51167e-06 5.3837e-06 4.27512e-06
threshold=-0.086849999999999997 -0.086279999999999982 0.26746000000000009 -0.081684999999999994 -0.085684999999999997 -0.55276999999999987 -0.084334999999999979 -0.082824999999999982 0.10713500000000002 -0.47356499999999996 -0.15265499999999996 -0.051529999999999992 0.086665000000000006 0.091895000000000018 0.032755000000000006 0.083780000000000007 -0.086274999999999977 0.084180000000000019 -0.0087049999999999992 0.090545000000000014 0.092020000000000005 -0.084269999999999984 0.0033250000000000003 0.095525000000000013 -0.50170999999999988 -0.0029899999999999996 -0.085964999999999986 -0.08835999999999998 0.084195000000000006 -0.13719999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -6 -7 -8 9 -9 -11 12 -12 -14 22 -16 17 -17 -18 21 -21 -20 23 -13 -24 -26 27 28 -27 -28
right_child=1 4 -4 -5 5 6 7 8 -10 10 11 14 13 -15 15 16 18 -19 19 20 -22 -23 24 -25 25 26 29 -29 -30 -31
leaf_value=-1.1060185529090263e-06 -3.481195264770498e-05 2.8975255716229895e-05 -2.1238120652924408e-05 4.5234900801881818e-05 -3.3446023004718632e-05 3.2253848251086848e-05 -1.6564840380952875e-05 -2.6076265864751556e-05 3.2061658504093868e-05 -2.2159432269437539e-05 -1.5124902459389817e-05 -4.6275345246387856e-07 5.6079859314195352e-05 9.9617194851104973e-06 -4.4669101618254856e-05 6.641196485448053e-05 -4.2562922907255342e-05 3.321788152452552e-07 3.48517857197467e-05 -4.7464673843933273e-05 5.5475590556852694e-06 -5.5056520432117399e-06 4.2844415693252815e-05 -5.1481123672720459e-05 4.0922915303824649e-05 2.7909559243653346e-05 3.7517704024341788e-05 6.4821859922496432e-05 -2.0051951319870073e-05 -3.1085507556184708e-06
leaf_weight=37 23 27 20 27 29 27 36 22 29 31 26 1635 20 23 38 21 28 73 21 21 32 25 25 23 21 50 27 23 44 637
leaf_count=37 23 27 20 27 29 27 36 22 29 31 26 1635 20 23 38 21 28 73 21 21 32 25 25 23 21 50 27 23 44 637
internal_value=0 -2.48814e-07 8.99592e-06 1.84441e-05 1.49391e-08 -2.46838e-07 7.86441e-08 -2.1775e-07 -1.44699e-08 -3.39036e-07 -1.39944e-07 1.02717e-07 1.38764e-05 3.1412e-05 -2.43632e-07 -6.54547e-06 9.72132e-09 1.50947e-05 -1.11555e-05 -2.27263e-06 -1.54573e-05 1.29184e-05 4.13179e-07 -1.17049e-06 3.58817e-06 2.36447e-06 1.32769e-06 1.7129e-05 5.45949e-06 -1.45658e-06
internal_weight=0 3037 84 64 3014 2987 2958 2931 2895 2866 2844 2813 69 43 2744 259 221 94 127 99 53 46 2485 1658 827 802 781 117 94 664
internal_count=3121 3037 84 64 3014 2987 2958 2931 2895 2866 2844 2813 69 43 2744 259 221 94 127 99 53 46 2485 1658 827 802 781 117 94 664
is_linear=0
shrinkage=0.1


Tree=4611
num_leaves=31
num_cat=0
split_feature=46 46 1428 12 130 474 155 1 34 9 1 1 2 151 2 1 1 48 48 13 1 1 1 1 16 3 16 4 0 16
split_gain=6.91966e-07 9.5689e-07 1.26904e-06 7.04741e-07 1.41789e-06 6.73523e-07 1.38994e-06 7.39247e-07 3.12196e-06 3.33697e-06 2.89288e-06 5.55518e-06 5.91186e-06 5.51614e-06 3.45003e-06 2.05674e-06 4.38269e-06 2.01327e-06 4.32329e-06 2.2906e-06 1.93565e-06 3.88034e-06 7.98139e-06 4.97596e-06 4.69739e-06 2.85541e-06 3.28206e-06 3.06477e-06 2.53469e-06 2.01312e-06
threshold=0.10987500000000001 0.083550000000000013 -0.070379999999999984 0.23631000000000002 -0.22461999999999996 -0.42010499999999995 0.14721000000000004 0.10293500000000001 -0.057544999999999992 0.086220000000000005 0.10727500000000002 0.10684 0.10644500000000001 -0.00099499999999999979 0.095545000000000005 0.10920500000000001 0.11039500000000001 0.12879500000000002 0.10142000000000002 -0.07743499999999999 0.096255000000000021 0.094090000000000021 0.093400000000000025 0.092390000000000014 -0.059624999999999991 0.088060000000000013 -0.069894999999999985 -0.067104999999999984 -0.23051499999999997 -0.5224049999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 8 -7 20 11 12 13 -9 -15 -12 -17 18 -18 -19 21 22 23 28 -23 26 -22 -28 -10 -30
right_child=-2 -3 3 -5 5 6 -8 10 9 -11 15 -13 -14 14 -16 16 17 19 -20 -21 25 24 -24 -25 -26 -27 27 -29 29 -31
leaf_value=1.954684525337529e-05 1.7672381760679526e-05 -1.85281338677409e-05 2.27708276522915e-05 -1.8425253368886409e-05 -1.8094273331198132e-05 3.3722472133896581e-05 2.5513551874956606e-05 -5.8721310954122317e-05 3.2200332734646513e-05 -3.9552111619351698e-05 2.1924482275491571e-05 -6.2861940725931418e-05 3.3490171028041426e-05 -2.8149172708037356e-05 2.9884357682021805e-05 -4.2725419509224595e-05 -3.3595286433882472e-07 4.7298575823550075e-06 3.9673996196080262e-05 -4.0069670933007731e-05 4.2843726535069529e-05 -2.2217254661734695e-06 6.045281926080035e-05 -3.6951807063208736e-05 -5.8333397617388978e-05 -1.8738742983259727e-05 -1.9246231345783196e-05 2.7193962575135327e-05 2.6783527060355745e-05 -2.2099519672242797e-07
leaf_weight=33 22 28 27 21 21 28 21 26 25 21 39 22 26 21 20 25 393 21 29 25 39 37 22 36 25 23 27 30 28 1960
leaf_count=33 22 28 27 21 21 28 21 26 25 21 39 22 26 21 20 25 393 21 29 25 39 37 22 36 25 23 27 30 28 1960
internal_value=0 -1.25453e-07 4.23349e-08 -1.69531e-07 -4.24611e-08 -2.48467e-07 -1.22242e-07 -3.04858e-07 5.34843e-07 1.26021e-07 -3.29119e-06 -1.76732e-05 -6.98339e-06 -2.26895e-05 1.59867e-07 -1.82291e-07 -1.9311e-06 2.4808e-07 2.41355e-06 -1.96177e-05 4.96021e-07 -1.96458e-07 5.41523e-07 -1.01742e-07 -2.48474e-05 1.29083e-05 2.04904e-05 5.19598e-06 5.57276e-07 1.5935e-07
internal_weight=0 3099 3071 3038 3017 2990 2969 2948 2301 2273 647 115 93 67 41 532 493 468 422 46 2252 2133 2071 2049 62 119 96 57 2013 1988
internal_count=3121 3099 3071 3038 3017 2990 2969 2948 2301 2273 647 115 93 67 41 532 493 468 422 46 2252 2133 2071 2049 62 119 96 57 2013 1988
is_linear=0
shrinkage=0.1


Tree=4612
num_leaves=31
num_cat=0
split_feature=401 401 43 1209 1209 1213 1213 1209 1213 1212 1210 16 16 52 16 1447 4 403 133 15 1208 403 132 394 15 398 42 403 401 402
split_gain=6.57417e-07 9.56018e-07 2.92734e-06 1.69419e-06 1.07784e-06 7.43014e-07 7.78825e-06 4.42181e-06 3.47421e-06 2.75954e-06 6.9379e-06 1.94288e-06 4.86201e-06 2.20714e-06 1.93361e-06 1.26773e-06 3.95059e-06 2.76235e-06 2.18867e-06 3.19823e-06 1.16024e-06 1.67836e-06 1.15446e-06 3.49441e-06 2.24137e-06 1.14069e-06 1.12798e-06 4.37168e-06 2.85037e-06 9.40626e-06
threshold=0.13837000000000002 0.11769000000000002 -0.0098449999999999979 -0.093169999999999989 -0.087199999999999986 -0.087049999999999975 -0.088159999999999974 0.086665000000000006 -0.085714999999999986 -0.089544999999999986 -0.097479999999999983 -0.079734999999999986 -0.08595499999999999 0.086275000000000004 -0.052894999999999991 -0.086359999999999978 -0.080094999999999986 -0.56738999999999995 0.086990000000000012 -0.092489999999999989 0.11846000000000001 -0.53255499999999989 -0.083174999999999985 0.10969000000000002 0.091475000000000015 0.094600000000000017 0.11839500000000001 -0.064024999999999985 -1.0000000180025095e-35 -0.45015499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 11 -7 -10 -11 12 13 -6 -13 16 -12 -17 19 -18 21 -19 24 26 25 -23 28 -28 29 -24
right_child=-2 2 -4 4 5 8 -8 -9 9 10 15 14 -14 -15 -16 17 18 20 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.9125742894393629e-05 -1.7633756145923621e-05 3.2744994673539196e-05 -1.4026250447268072e-05 2.2128899424635829e-05 1.7946958319549191e-05 -4.2016424195026055e-05 6.4980899805959781e-05 -3.6542933103505518e-05 3.3573938132273422e-05 -5.2923251183528914e-05 4.9621410254899061e-05 -3.3601049217395485e-05 5.4644121147525179e-05 -1.8779195039921131e-05 8.4997670379986342e-06 -3.5700380199572963e-05 -1.9304157554177526e-05 -2.1168827683332463e-05 -2.684315812595222e-05 3.0617074009404116e-05 2.3293310801991974e-05 -6.6408950883272844e-06 -6.9315751503988091e-05 4.0280695694408766e-05 -3.5992719866347518e-05 1.6850507950039174e-05 4.6879651679773814e-05 -8.8859585003974208e-07 3.1112762185541339e-07 1.5999280636996054e-05
leaf_weight=20 21 32 23 22 36 20 20 29 24 25 21 20 23 30 24 22 21 38 21 33 21 149 24 22 24 24 25 82 2197 28
leaf_count=20 21 32 23 22 36 20 20 29 24 25 21 20 23 30 24 22 21 38 21 33 21 149 24 22 24 24 25 82 2197 28
internal_value=0 1.19451e-07 1.31861e-05 -1.16564e-07 7.52317e-08 -8.63336e-08 6.10646e-06 -1.16199e-06 -4.85869e-07 -1.89328e-07 -4.81124e-07 6.55265e-06 1.50509e-05 1.25325e-06 -1.0637e-05 -4.72397e-09 1.12846e-05 -4.12771e-07 5.50264e-07 1.12033e-05 -1.18038e-07 -3.06189e-07 1.68718e-09 6.11123e-07 -7.35486e-06 -3.38197e-06 2.40694e-07 1.02722e-05 -2.36572e-07 -2.33769e-05
internal_weight=0 3100 55 3045 3025 3003 182 162 2821 2801 2777 133 89 66 44 2752 96 2656 75 54 2634 2613 2575 2378 197 173 2356 107 2249 52
internal_count=3121 3100 55 3045 3025 3003 182 162 2821 2801 2777 133 89 66 44 2752 96 2656 75 54 2634 2613 2575 2378 197 173 2356 107 2249 52
is_linear=0
shrinkage=0.1


Tree=4613
num_leaves=31
num_cat=0
split_feature=402 402 1210 1210 1208 132 1203 132 50 131 1208 1209 1210 1210 1209 131 131 15 52 15 401 1 402 401 16 12 52 401 43 12
split_gain=7.90801e-07 1.41073e-06 7.5798e-07 8.99557e-07 8.44947e-07 7.81671e-07 2.07536e-05 1.11397e-05 3.38027e-06 9.57545e-07 1.00374e-06 8.49237e-07 2.11032e-06 1.14927e-06 1.57338e-06 9.3689e-07 1.09757e-06 9.96815e-07 2.57008e-06 1.91651e-06 1.26361e-06 3.18285e-06 7.31597e-06 2.00677e-06 3.35476e-06 2.29229e-06 1.1914e-06 1.09724e-06 2.07945e-06 1.39499e-06
threshold=0.31278000000000006 0.15960500000000002 -0.13847499999999999 -0.090569999999999998 0.11846000000000001 -0.083284999999999984 0.089480000000000018 -0.076764999999999986 0.10022000000000002 0.13834500000000002 0.10233500000000001 0.087485000000000021 -0.066709999999999978 -0.079504999999999978 -0.084629999999999997 0.12681500000000004 0.11767000000000001 0.12044500000000001 0.15116000000000002 0.11773500000000002 0.099015000000000006 0.085760000000000017 0.11522000000000002 0.085900000000000018 -0.093244999999999981 0.088845000000000021 -1.0000000180025095e-35 0.076195000000000013 -0.15582499999999996 0.11650500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -7 -5 10 11 13 -13 -9 -15 16 17 19 26 20 23 22 -22 27 -25 -26 -19 29 -29 -16
right_child=-2 -3 3 4 -6 7 -8 9 -10 -11 -12 12 -14 14 15 -17 -18 18 -20 -21 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=1.7382486272254028e-05 1.9340062378129613e-05 -2.6603873338899577e-05 -2.0249106517605305e-05 -2.9360599390721683e-08 1.8734032305663584e-05 -7.3110649412098746e-05 0.0001001473102015942 -1.8259447949406293e-05 -4.3426313121699427e-05 2.0777153589402919e-05 -2.0971614468062003e-05 3.7329802628283648e-05 -1.9896395933289731e-06 2.3145358932981315e-05 -7.238682194274668e-07 -2.0825598349719342e-05 1.8303345848380561e-05 8.2405508048898989e-06 2.9643598468399621e-05 -3.0845256246504417e-05 -7.3578049523348454e-05 9.189618968876958e-06 8.059274157205991e-06 4.5898154578026154e-05 -1.5276847989298403e-05 2.7879644949280192e-05 -1.7014441249146684e-05 4.0271845837954366e-06 -3.906164745872264e-05 1.4862284910647096e-05
leaf_weight=25 21 20 22 175 24 21 21 35 20 22 23 21 39 29 2150 22 32 47 39 21 21 36 23 25 32 20 31 24 21 59
leaf_count=25 21 20 22 175 24 21 21 35 20 22 23 21 39 29 2150 22 32 47 39 21 21 36 23 25 32 20 31 24 21 59
internal_value=0 -1.31017e-07 4.08848e-08 -1.01027e-07 4.51182e-08 -1.03946e-07 5.6918e-06 -5.52167e-07 -4.48033e-06 -2.48156e-09 -1.68719e-07 6.73666e-09 1.17722e-05 -2.57952e-07 -1.85708e-08 -2.7664e-07 -1.01484e-07 -3.32537e-07 8.68341e-06 -7.66281e-07 -5.04291e-07 -1.28619e-05 -3.0904e-05 -8.01786e-08 1.57946e-05 1.3218e-06 -1.79669e-06 -6.22486e-07 -1.60809e-05 -3.07579e-07
internal_weight=0 3100 3080 3055 3033 3009 216 2793 195 2772 2750 2727 60 2667 2632 2603 2581 2549 117 2432 2411 80 44 2331 77 52 78 2254 45 2209
internal_count=3121 3100 3080 3055 3033 3009 216 2793 195 2772 2750 2727 60 2667 2632 2603 2581 2549 117 2432 2411 80 44 2331 77 52 78 2254 45 2209
is_linear=0
shrinkage=0.1


Tree=4614
num_leaves=31
num_cat=0
split_feature=130 12 484 1453 403 2 133 1210 1210 132 50 1185 1203 131 123 9 10 124 11 12 1 133 43 394 1212 403 16 133 123 16
split_gain=7.23367e-07 1.6667e-06 7.08355e-07 1.19577e-06 7.0814e-07 6.88212e-06 1.15399e-05 1.4155e-06 1.60089e-06 7.65271e-07 2.01119e-05 1.10636e-05 4.10001e-06 8.07487e-07 8.38688e-07 8.85932e-07 2.56708e-06 4.70163e-06 2.00022e-06 1.35199e-06 1.19836e-06 1.17187e-06 2.64936e-06 3.40165e-06 1.53635e-06 2.62224e-06 1.86448e-06 1.46624e-06 1.41898e-06 1.27262e-06
threshold=-0.23647499999999996 0.23631000000000002 -0.52850499999999989 0.087805000000000008 -0.53960999999999981 0.083715000000000026 0.40945500000000007 -0.3960249999999999 -0.094799999999999982 -0.083284999999999984 0.10022000000000002 -0.014244999999999999 0.089480000000000018 0.13834500000000002 0.11679000000000002 0.092410000000000006 0.053330000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.010834999999999999 0.15618500000000002 -0.14032999999999998 -0.011694999999999999 -0.089309999999999987 -0.022679999999999995 0.064330000000000012 -0.093244999999999981 -0.42671999999999993 0.10274500000000002 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -6 -9 10 12 -11 -10 14 15 16 18 -18 -13 -17 21 22 -20 -24 -25 26 -26 -28 29 -23
right_child=1 -3 3 -5 7 6 -8 8 9 11 -12 13 -14 -15 -16 19 17 -19 20 -21 -22 28 23 24 25 -27 27 -29 -30 -31
leaf_value=-1.8956940853627205e-05 -1.8832080437505285e-05 2.7548805106066126e-05 4.8005918638252834e-05 1.7677532634582792e-05 -2.5136090983363358e-05 -6.1517226553405634e-05 3.3637412221091487e-05 2.2373199848399027e-05 1.5605852564415003e-07 -7.5035324698546901e-05 9.8253348222074462e-05 2.8149779670153903e-05 -4.7610487554266003e-05 1.8699436755427585e-05 1.483747266190351e-05 3.2502926878805737e-05 7.2405117125959983e-06 -6.0506695153890173e-05 3.5656921799845472e-05 -3.047309280151714e-06 -2.4645532968341808e-05 -4.6805973599286556e-06 -3.5780372356189867e-05 -1.0011696310645742e-05 2.0584395396225674e-05 3.3884333045837893e-05 6.2163538920382659e-06 -2.657451367122121e-05 -2.5028201258919583e-05 5.1830870208076003e-07
leaf_weight=20 20 22 29 38 23 25 26 31 177 20 21 24 20 22 35 20 21 20 27 23 21 678 21 41 36 39 30 25 25 1541
leaf_count=20 20 22 29 38 23 25 26 31 177 20 21 24 20 22 35 20 21 20 27 23 21 678 21 41 36 39 30 25 25 1541
internal_value=0 1.22274e-07 -7.36937e-08 4.89502e-08 -1.72793e-07 9.11017e-06 -1.3007e-05 -4.25305e-07 -2.30532e-07 -4.73246e-07 5.22355e-06 -9.38551e-07 -4.69334e-06 -3.79119e-07 -5.38894e-07 -7.46522e-07 -9.86644e-07 -2.58069e-05 -5.8089e-07 1.34877e-05 -8.58481e-07 -6.55669e-07 6.3266e-06 2.20202e-06 6.86652e-06 1.21897e-05 2.89193e-06 -8.68859e-06 -1.33709e-06 -1.07018e-06
internal_weight=0 3101 3079 3059 3021 80 51 2941 2918 2887 218 2669 197 2649 2627 2592 2549 41 2508 43 2484 2463 219 192 171 130 91 55 2244 2219
internal_count=3121 3101 3079 3059 3021 80 51 2941 2918 2887 218 2669 197 2649 2627 2592 2549 41 2508 43 2484 2463 219 192 171 130 91 55 2244 2219
is_linear=0
shrinkage=0.1


Tree=4615
num_leaves=31
num_cat=0
split_feature=12 130 402 1212 401 401 3 1213 1213 1210 2 12 0 1213 1447 1447 13 2 403 480 15 132 393 15 1447 1 1209 1208 1212 1212
split_gain=7.44482e-07 1.22183e-06 7.35345e-07 1.16403e-06 7.75129e-07 8.3397e-07 5.71412e-06 1.23715e-06 6.78022e-06 4.54901e-06 3.3785e-06 8.11406e-06 5.54568e-06 1.47772e-06 1.5542e-06 5.43125e-06 4.38719e-06 9.69137e-06 4.09623e-06 1.62885e-06 1.17304e-06 1.09648e-06 4.15993e-06 1.81807e-06 1.13977e-06 1.06546e-06 9.87854e-07 1.57976e-06 1.20494e-06 1.54439e-06
threshold=0.23631000000000002 -0.22461999999999996 0.31278000000000006 0.15049500000000002 0.13571500000000003 0.11602000000000001 -0.078724999999999976 -0.090324999999999989 -0.087969999999999979 -0.13847499999999999 0.084715000000000013 0.085250000000000006 -0.085034999999999986 -0.086394999999999986 -0.085684999999999997 -0.086304999999999979 -0.081829999999999986 0.08622500000000001 -0.55157999999999985 0.08610000000000001 0.088060000000000013 -0.083449999999999983 0.12069000000000002 0.091650000000000023 -0.084334999999999979 0.089625000000000024 0.11495000000000001 0.089655000000000012 0.12799000000000002 0.10321500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 10 -9 -10 11 -3 -12 -11 15 16 17 -15 -16 -19 -14 23 24 25 -23 -20 27 28 29 -26
right_child=-2 2 -4 -5 -6 6 -8 8 9 13 12 -13 20 14 18 -17 -18 19 21 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=2.1312924952696821e-05 -1.7924913576596578e-05 3.5345680710937204e-05 1.8595450646465735e-05 -2.3643956332567282e-05 1.7881161693367175e-05 -5.3304500775084306e-05 1.9069131970657814e-05 -5.5710637715575029e-05 4.0126938055046985e-05 -2.4111159060479482e-05 5.2440910676523347e-05 -4.059737002535258e-05 1.4909020018194497e-05 -6.8422646406609354e-05 -4.179068755547633e-05 5.5872261079705574e-05 2.9277632645192043e-05 3.4274866785608537e-05 -3.1924048555622535e-08 -5.6007479326494619e-06 -1.7059162862344901e-05 2.3686794174864191e-05 4.5711890634265729e-05 -3.6073674058343388e-05 -4.2694333986940179e-07 -1.8796764874050263e-05 1.8732316345483049e-05 -2.7809589569404213e-05 -2.4103329139636898e-05 1.7342296787319355e-05
leaf_weight=27 23 24 21 21 24 20 24 22 28 26 35 34 24 22 24 22 35 20 135 21 22 20 20 20 2249 39 27 21 21 50
leaf_count=27 23 24 21 21 24 20 24 22 28 26 35 34 24 22 24 22 35 20 135 21 22 20 20 20 2249 39 27 21 21 50
internal_value=0 1.33073e-07 -5.31384e-08 -1.81539e-07 -1.8874e-08 -1.61836e-07 -1.3828e-05 4.12407e-08 -4.12409e-07 2.20768e-08 9.25131e-06 -9.17266e-06 2.24438e-05 -3.83023e-07 -1.58357e-07 1.09708e-05 8.90822e-07 -1.48796e-05 -6.66923e-07 1.38508e-05 -3.80111e-07 -2.87611e-07 2.95056e-07 -7.51988e-06 -8.53198e-08 -4.23784e-06 -2.86098e-07 -5.05447e-07 -2.58298e-07 -4.04875e-08
internal_weight=0 3098 3071 3050 3029 3005 44 2961 2822 2800 139 58 81 2772 2746 120 98 63 2626 41 46 2602 2408 194 2388 174 2368 2341 2320 2299
internal_count=3121 3098 3071 3050 3029 3005 44 2961 2822 2800 139 58 81 2772 2746 120 98 63 2626 41 46 2602 2408 194 2388 174 2368 2341 2320 2299
is_linear=0
shrinkage=0.1


Tree=4616
num_leaves=31
num_cat=0
split_feature=1208 1208 43 1208 1209 42 1209 42 130 12 1210 403 3 1212 1209 1210 132 43 1204 50 1185 13 132 399 1204 43 403 403 16 129
split_gain=7.415e-07 1.54081e-06 3.0448e-06 1.88607e-06 1.29502e-06 7.2757e-06 8.07879e-07 6.24325e-06 7.91186e-07 9.35172e-07 6.72222e-07 5.57026e-06 4.9103e-06 3.69786e-06 5.1256e-06 9.29252e-07 8.2602e-07 1.90225e-05 1.61237e-05 4.87128e-06 3.83078e-06 9.38375e-07 1.5412e-06 1.94759e-06 8.59472e-07 1.5407e-06 7.04962e-07 2.64565e-06 3.47727e-06 2.47801e-06
threshold=0.12461500000000002 0.10233500000000001 -0.03898999999999999 0.089655000000000012 -0.087714999999999987 0.087405000000000024 -0.065739999999999979 0.092145000000000019 -0.22699999999999995 0.23631000000000002 -0.064344999999999999 -0.0031149999999999997 -0.07908999999999998 0.086920000000000011 0.088060000000000013 -0.026879999999999998 -0.083284999999999984 -0.011694999999999999 -0.082199999999999981 0.09227500000000001 -0.083264999999999992 0.056795000000000005 -0.40070499999999992 0.086815000000000017 -0.084424999999999986 0.0010100000000000003 0.072365000000000027 0.022375000000000003 -0.079734999999999986 -0.077709999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -6 -8 10 11 12 13 -10 -15 -12 17 -17 -18 21 -20 22 -19 -24 -25 -26 27 29 -29 -22
right_child=-2 2 -4 -5 6 -7 8 -9 9 -11 15 -13 -14 14 -16 16 18 19 20 -21 26 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-2.6808394031831999e-05 -1.9193074244867606e-05 4.5975554013195853e-05 -8.5433187723538141e-06 -3.0000016254018108e-05 2.0130694929321182e-05 5.5660958194335846e-05 -1.7679765351203971e-05 -5.2250846585428181e-05 3.3432290860325931e-05 2.173550879888353e-05 -2.0292959933336218e-05 5.4125402528457236e-05 -4.6825898120914647e-05 -4.2894082245133501e-05 2.6325317094233469e-05 8.0923258060308932e-05 -7.6057550407832817e-05 -2.7420183726332781e-05 4.3836838849529158e-05 -4.5692557816639439e-05 -3.5195438781556734e-05 1.9645077670495746e-05 2.9426592179030803e-05 9.4473953612140155e-06 -3.4192512202935177e-05 1.6392440466006518e-06 5.0061001314629797e-06 -5.4394673121091074e-05 3.1596649093374325e-07 1.6325993024166745e-07
leaf_weight=20 20 21 20 21 26 23 25 22 34 20 23 21 20 23 20 29 28 21 20 27 20 22 21 27 20 30 244 21 26 2206
leaf_count=20 20 21 20 21 26 23 25 22 34 20 23 21 20 23 20 29 28 21 20 27 20 22 21 27 20 30 244 21 26 2206
internal_value=0 1.23786e-07 1.9381e-05 -1.34236e-07 7.21419e-08 1.73031e-05 -1.75165e-07 -1.30442e-05 3.4371e-08 1.85877e-07 3.74129e-08 7.43013e-06 -2.67915e-06 8.78754e-06 -1.0699e-05 -2.75816e-07 -1.09127e-07 6.13101e-06 -5.88389e-07 -6.77956e-06 2.44539e-07 6.71866e-07 -2.83579e-06 2.4323e-06 -4.92978e-06 -1.26935e-05 -1.01844e-07 -6.50167e-07 -2.41292e-05 -1.54428e-07
internal_weight=0 3101 41 3060 3039 43 2996 48 2948 2923 2903 118 97 77 43 2785 2762 197 2565 168 2537 141 119 98 77 50 2517 2273 47 2226
internal_count=3121 3101 41 3060 3039 43 2996 48 2948 2923 2903 118 97 77 43 2785 2762 197 2565 168 2537 141 119 98 77 50 2517 2273 47 2226
is_linear=0
shrinkage=0.1


Tree=4617
num_leaves=31
num_cat=0
split_feature=12 15 12 33 9 8 50 132 1211 160 12 159 12 51 2 15 16 42 3 50 3 50 50 13 50 403 42 402 393 1210
split_gain=7.33471e-07 1.20937e-06 1.65457e-06 7.39145e-07 1.00857e-06 1.66984e-06 7.31078e-07 1.71093e-05 1.34853e-05 1.64974e-06 2.34012e-06 4.17641e-06 3.25299e-06 2.29767e-06 2.96347e-06 9.48636e-06 2.9825e-06 2.85799e-06 4.30278e-06 1.98593e-06 1.98364e-06 1.39723e-06 4.01186e-06 3.91664e-06 3.45465e-06 1.64528e-06 5.81541e-06 1.96454e-06 1.66107e-06 1.44001e-06
threshold=0.23631000000000002 -0.5556049999999999 -0.040564999999999997 -0.009184999999999997 0.09055500000000001 0.091215000000000004 0.096900000000000014 -0.083284999999999984 0.11048500000000001 -0.090764999999999985 0.089005000000000015 -0.094234999999999985 0.094375000000000014 -0.026084999999999994 0.10402500000000002 -0.091184999999999988 -0.072804999999999981 0.084535000000000013 -0.085784999999999986 0.10517000000000001 -0.078344999999999984 0.09227500000000001 0.090630000000000016 -0.039649999999999998 0.089915000000000009 -0.53960999999999981 0.091205000000000008 0.23460000000000003 0.11170000000000001 -0.094799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 21 -8 9 10 11 -9 -12 -11 15 -15 -16 18 -17 -19 -21 22 24 -23 25 26 -5 28 29 -27
right_child=-2 3 -4 4 5 -7 7 8 -10 13 12 -13 -14 14 16 17 -18 19 -20 20 -22 23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-1.1093917388886136e-06 -1.7791866586143759e-05 -1.6577386358457499e-05 3.7835258490304119e-05 -1.6483076399620792e-05 3.4669608017297422e-05 -3.1053974526003003e-06 8.9522530896085138e-05 3.077359032264021e-06 -7.9066238183821995e-05 -1.7086845735086115e-05 3.194514459854266e-05 -4.7313091711438234e-05 -1.3553021714566664e-05 8.3501056133172829e-05 -3.4224654109493712e-05 -4.3622531165965487e-06 1.2730675558897577e-05 -2.9921496770839441e-05 5.2445180226641238e-05 2.1493366745874354e-05 -1.6826475596396698e-05 -3.5979266699302429e-05 3.7202896133489314e-05 1.3833417142450344e-05 -4.1250059300745351e-05 2.2569874370135411e-05 4.2993684570059751e-05 -2.9414116427991149e-05 -2.6833124114015545e-05 -6.5846637102275502e-07
leaf_weight=24 23 27 20 31 22 25 22 38 21 31 30 29 33 20 24 24 31 20 30 35 22 38 28 27 21 27 35 24 24 2315
leaf_count=24 23 27 20 31 22 25 22 38 21 31 30 29 33 20 24 24 31 20 30 35 22 38 28 27 21 27 35 24 24 2315
internal_value=0 1.32081e-07 1.65927e-05 -1.05073e-07 4.18558e-08 1.45765e-05 -1.87382e-07 3.73408e-06 -1.13021e-06 3.32934e-06 -5.72335e-06 -1.87334e-05 8.11277e-06 8.29496e-06 1.21145e-05 1.93532e-05 -7.75892e-06 9.55967e-06 2.71974e-05 -2.80967e-06 6.70325e-06 -8.12986e-07 -4.37391e-07 -1.52878e-05 -8.62876e-07 -5.17546e-07 1.50576e-05 -9.47656e-07 -6.589e-07 -3.90676e-07
internal_weight=0 3098 44 3054 3027 47 2980 410 388 367 130 67 63 237 206 151 55 131 54 77 57 2570 2505 65 2477 2456 66 2390 2366 2342
internal_count=3121 3098 44 3054 3027 47 2980 410 388 367 130 67 63 237 206 151 55 131 54 77 57 2570 2505 65 2477 2456 66 2390 2366 2342
is_linear=0
shrinkage=0.1


Tree=4618
num_leaves=31
num_cat=0
split_feature=132 1185 43 399 128 0 2 2 1203 1208 1208 1208 1209 401 1212 401 401 12 402 484 4 402 402 402 4 52 11 1212 1210 401
split_gain=8.24609e-07 4.02161e-06 1.61747e-06 1.66886e-06 1.2975e-06 1.58169e-06 1.27279e-06 1.7655e-06 1.55242e-06 8.30204e-07 1.61392e-06 1.57765e-06 1.12662e-06 1.30082e-06 4.32612e-06 1.92579e-06 4.42931e-06 3.71052e-06 1.11824e-06 7.14381e-06 9.49653e-06 1.06583e-06 1.92088e-06 1.16742e-06 2.31759e-06 3.96709e-06 1.33637e-06 1.13695e-06 2.83931e-06 1.30384e-06
threshold=-0.083174999999999985 -0.083264999999999992 -0.010739999999999998 0.090005000000000016 0.10724000000000002 -0.073309999999999986 0.096540000000000015 0.089320000000000024 0.084030000000000007 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.092099999999999987 0.11602000000000001 -0.089544999999999986 0.10632500000000002 0.10022000000000002 0.088725000000000012 0.099740000000000009 -0.081614999999999979 -0.082249999999999976 0.094750000000000015 0.090595000000000023 0.020685000000000005 -0.031404999999999995 0.083680000000000018 0.106895 -0.08867499999999999 -0.08861999999999999 -0.078179999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 -4 10 11 12 -3 15 -15 16 18 -17 21 -20 -21 22 23 26 25 -25 27 -14 -29 -30
right_child=1 9 4 -5 -6 -7 -8 -9 -10 -11 -12 -13 13 14 -16 17 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-5.5779370159143582e-06 4.4052341573184272e-05 2.0206824254793382e-05 -2.296754761725121e-05 -4.4333231503514984e-05 -2.4905601627064505e-05 2.1790920776942177e-05 -1.8427559035234694e-05 2.9380182959357625e-05 8.2258108862403718e-06 -1.7321090416333863e-05 2.2628294067317257e-05 -2.7263469088384662e-05 1.8091835871538414e-05 9.7711532637759145e-06 -4.4203049814044522e-05 4.8867682135491841e-05 -4.5718093705155687e-05 -9.2716461278455223e-06 -3.5216478651515602e-05 8.595884955866496e-05 3.142158730042866e-06 -1.7581090645869744e-05 3.1111073089959975e-05 -5.2658733721518028e-05 6.1153309074836136e-06 4.3554903522422334e-06 2.6158019391004931e-05 -3.6670993722509593e-05 1.3908221046008025e-05 -1.4499737604459303e-07
leaf_weight=25 21 28 27 20 21 31 39 20 39 27 32 21 35 33 27 23 21 21 24 20 45 34 20 26 42 23 20 21 68 2267
leaf_count=25 21 28 27 20 21 31 39 20 39 27 32 21 35 33 27 23 21 21 24 20 45 34 20 26 42 23 20 21 68 2267
internal_value=0 4.49811e-07 -5.87388e-06 -2.28025e-05 -1.56999e-06 1.57135e-06 -3.44311e-06 3.35217e-06 -4.53511e-06 1.31655e-07 2.96938e-07 4.34431e-08 2.48391e-07 4.66454e-08 -1.45172e-05 3.69093e-07 2.66279e-08 2.11194e-05 3.89818e-07 1.14087e-05 2.86242e-05 6.13898e-09 2.43239e-07 -3.50645e-09 -1.11221e-05 -2.5897e-05 4.16148e-07 2.00825e-07 -6.49579e-08 2.64261e-07
internal_weight=0 2899 222 45 177 156 125 86 66 2878 2851 2819 2798 2770 60 2710 2666 44 2645 89 65 2556 2522 2502 91 49 2411 2391 2356 2335
internal_count=3121 2899 222 45 177 156 125 86 66 2878 2851 2819 2798 2770 60 2710 2666 44 2645 89 65 2556 2522 2502 91 49 2411 2391 2356 2335
is_linear=0
shrinkage=0.1


Tree=4619
num_leaves=31
num_cat=0
split_feature=132 1185 1203 481 12 12 0 42 2 0 1453 480 1453 44 159 13 1456 153 1453 12 1456 1 0 2 158 484 1455 50 1447 159
split_gain=6.67933e-07 3.2575e-06 1.42274e-06 6.79477e-07 5.67131e-06 1.85559e-05 8.25698e-06 6.44493e-06 1.96375e-05 9.65352e-06 1.89176e-06 1.34946e-06 1.29779e-06 1.24963e-06 1.10208e-06 1.9359e-06 1.38689e-06 1.26714e-06 1.17097e-06 3.71876e-06 1.41979e-06 3.993e-06 1.79835e-06 3.19176e-06 1.64719e-06 2.81245e-06 1.28627e-06 2.48656e-06 1.88975e-06 5.8649e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.081614999999999979 0.083715000000000026 0.083985000000000018 -0.086554999999999979 0.091205000000000008 0.084755000000000011 -0.084674999999999986 -0.083254999999999982 -0.077799999999999994 -0.079499999999999987 0.094585000000000016 0.12895000000000004 -0.070999999999999994 0.11510000000000002 0.082840000000000011 -0.013154999999999998 0.089085000000000011 -0.049894999999999995 0.091900000000000023 -0.077809999999999976 0.089605000000000018 -0.11929999999999998 -0.017214999999999998 0.081065000000000012 0.041865000000000006 -0.082824999999999982 -0.092414999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 -3 8 -7 -10 -5 -12 -13 14 16 -16 17 18 19 -14 21 22 23 -20 25 -22 28 -28 29 -26
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leaf_value=-2.3076235749659906e-06 3.964710446044116e-05 1.547897371121666e-05 -2.6800506451831164e-05 -2.5675860090281088e-05 0.00010026950532681606 -7.3555961077517804e-05 -7.2375919662590599e-05 4.6741407419651061e-05 -1.6384133570974364e-05 6.8236051020693802e-05 -2.1835052861466205e-05 2.3382326848301697e-05 -4.7715016462461792e-05 1.9068788168731453e-05 -3.3975641123946005e-05 4.2549822157727451e-06 2.2202842925318174e-05 -2.2577725409064442e-05 -8.0604114347693216e-06 1.1864527773881988e-05 9.266891956940527e-06 5.1852323344974145e-05 -2.3168814553693148e-05 3.5511910181381171e-05 8.5599901838880512e-06 -4.0612370951119096e-05 3.5361029598601005e-05 -7.6744980251532976e-06 2.585962059933761e-07 -6.1350087216851539e-05
leaf_weight=195 21 23 27 29 22 33 20 23 28 26 28 24 20 34 26 27 28 25 40 22 20 20 21 29 30 26 29 25 2180 20
leaf_count=195 21 23 27 29 22 33 20 23 28 26 28 24 20 34 26 27 28 25 40 22 20 20 21 29 30 26 29 25 2180 20
internal_value=0 4.0483e-07 -5.28649e-06 1.18489e-07 6.15722e-06 1.64319e-05 -2.53838e-05 -3.35571e-07 -1.27812e-05 2.43589e-05 -2.72476e-07 3.02855e-09 2.34119e-07 2.22365e-08 -2.27989e-07 -1.44997e-05 7.03934e-08 -1.76798e-07 4.8836e-08 -1.65067e-05 3.33808e-07 1.14357e-05 2.45426e-06 1.02526e-05 -1.90317e-07 -1.89257e-05 1.87016e-07 1.54372e-05 -1.8227e-07 -1.9404e-05
internal_weight=0 2899 222 2878 175 132 43 110 87 54 2703 2674 2646 2622 2588 53 2535 2507 2482 42 2440 110 90 69 2330 46 2284 54 2230 50
internal_count=3121 2899 222 2878 175 132 43 110 87 54 2703 2674 2646 2622 2588 53 2535 2507 2482 42 2440 110 90 69 2330 46 2284 54 2230 50
is_linear=0
shrinkage=0.1


Tree=4620
num_leaves=31
num_cat=0
split_feature=158 1455 15 1455 160 1456 48 1 1 0 483 2 1 120 1 16 15 39 3 39 123 160 10 9 9 3 43 41 12 1453
split_gain=6.74266e-07 8.37583e-07 1.94855e-06 6.69751e-06 3.10237e-06 1.0817e-06 8.91484e-07 3.8295e-06 5.56397e-06 1.21027e-06 1.15187e-06 4.29051e-06 3.4271e-06 3.16692e-06 2.3764e-06 2.09543e-06 2.07432e-06 1.01913e-06 2.35924e-06 1.2545e-06 1.39462e-06 2.04602e-06 1.95882e-06 4.43605e-06 2.30579e-06 1.6193e-06 2.10951e-06 1.27701e-06 2.66782e-06 1.05809e-06
threshold=-0.47382999999999992 -0.037084999999999993 -0.068899999999999975 -0.097209999999999977 0.043720000000000009 0.12676500000000004 0.12474000000000002 0.11212500000000002 0.12456000000000002 -0.060129999999999996 0.10143000000000001 0.11510000000000002 0.16540500000000002 1.0000000180025095e-35 0.14804000000000003 0.052820000000000013 -0.066844999999999988 0.11365500000000002 0.0068900000000000012 0.10827500000000001 0.08592000000000001 0.085755000000000012 0.0036750000000000007 0.092235000000000011 0.088235000000000022 -0.012304999999999998 -0.074974999999999986 0.086565000000000017 0.087075000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 10 -8 -9 -10 12 15 13 14 17 16 -12 19 -19 20 22 25 24 -24 27 -22 -27 29 -29 -3
right_child=1 5 3 -5 -6 -7 7 8 9 -11 11 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-1.6036598687535914e-05 1.3704688173193599e-05 6.9056456296923568e-08 -8.3005541239943247e-06 5.4905485876967461e-05 -3.3848622167723711e-05 -2.2294397025358526e-05 4.0595536336443926e-05 -4.6228028276389177e-05 2.8904911552477384e-05 -2.8529093209986707e-06 7.105400584771781e-06 -5.2338901919029017e-05 3.7638313096977077e-05 -3.3185849942724574e-05 2.9018425727502163e-05 2.3433007266703499e-05 -3.3299674146292095e-05 -3.9593148747891458e-05 6.7664007593007035e-06 2.376549805169568e-05 9.5951106231950695e-07 1.753123933212919e-05 4.4180560956495665e-05 -1.6619974476270728e-05 -2.8163806902331747e-05 -1.3822192647096113e-05 -5.3945644685882145e-05 3.2512085921812935e-05 -9.776456947572746e-06 -1.9150679019793614e-05
leaf_weight=26 34 2330 38 30 23 22 28 21 28 21 27 20 24 29 28 25 24 21 23 22 30 20 30 20 29 38 20 35 26 29
leaf_count=26 34 2330 38 30 23 22 28 21 28 21 27 20 24 29 28 25 24 21 23 22 30 20 30 20 29 38 20 35 26 29
internal_value=0 1.34723e-07 8.15348e-06 1.95845e-05 -5.48349e-06 -2.02767e-07 -3.79039e-08 9.33993e-06 -3.16232e-06 1.52944e-05 -3.6037e-07 -1.11281e-05 1.49766e-08 -3.15778e-07 3.71402e-08 -2.83173e-07 -1.19088e-05 -2.66442e-07 -1.53597e-05 -1.38346e-08 -2.14504e-07 -1.13402e-05 2.6632e-07 1.98603e-05 -1.33721e-07 -1.79019e-05 -2.76579e-05 2.02176e-07 1.44875e-05 -1.67218e-07
internal_weight=0 3095 125 68 57 2970 2948 98 70 49 2850 96 2754 2730 2701 76 51 2673 44 2629 2607 108 2499 50 2449 88 58 2420 61 2359
internal_count=3121 3095 125 68 57 2970 2948 98 70 49 2850 96 2754 2730 2701 76 51 2673 44 2629 2607 108 2499 50 2449 88 58 2420 61 2359
is_linear=0
shrinkage=0.1


Tree=4621
num_leaves=31
num_cat=0
split_feature=130 12 401 401 133 1209 1209 132 132 15 1 4 1203 1213 2 13 9 10 2 9 9 16 51 401 15 394 402 160 132 160
split_gain=5.99113e-07 1.60117e-06 5.93376e-07 9.52402e-07 2.92355e-06 1.98316e-06 8.80162e-07 7.54241e-07 2.58472e-06 1.7704e-06 9.76497e-07 8.07631e-07 9.89769e-07 1.0469e-06 1.01546e-06 9.9774e-07 7.25239e-07 2.57859e-06 4.26274e-06 1.97156e-06 1.26825e-06 9.60185e-07 4.33131e-06 2.80191e-06 4.49941e-06 2.69821e-06 2.15111e-06 2.45611e-06 2.47089e-06 2.42944e-06
threshold=-0.23647499999999996 0.23631000000000002 0.13837000000000002 0.11769000000000002 -0.047229999999999987 -0.093169999999999989 -0.087199999999999986 -0.083449999999999983 -0.076764999999999986 0.092400000000000024 0.089625000000000024 -0.086254999999999984 0.084795000000000023 0.085855000000000015 0.10136500000000002 -0.0093149999999999986 0.092410000000000006 0.053330000000000009 -0.15339499999999998 0.087755000000000014 0.10750500000000002 -0.18708499999999997 0.035765000000000012 0.10632500000000002 0.087685000000000013 -0.10499499999999999 0.089220000000000008 0.10493500000000001 0.098425000000000012 0.090980000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 9 -9 10 11 -8 13 14 15 -13 17 19 -19 21 -18 22 26 25 -25 -23 27 28 29 -10
right_child=1 -3 -4 4 -6 6 7 8 16 -11 -12 12 -14 -15 -16 -17 20 18 -20 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.7252160396310502e-05 -3.1588904457748872e-05 2.6993243591277863e-05 -1.6832906840136275e-05 -9.5654891603252122e-06 3.6553073301480188e-05 1.9933767634938705e-05 -1.5265581500373698e-05 3.2970249958452771e-05 -2.7709296968428784e-06 -3.4234400773129891e-05 -1.7026490338769062e-05 2.6445225299539748e-05 1.8356573418714108e-05 -2.163644188840408e-05 -1.2702524942221278e-05 -3.5208493409299991e-06 3.131021230956321e-05 7.9571527567168236e-06 -5.6550603802038715e-05 3.0707178210659116e-05 -3.1213901227443864e-06 -2.9563919294256873e-05 -4.8884481536030459e-05 5.9172884305423533e-05 -4.8492995910751439e-06 6.3180064013963955e-07 -2.9794553742808954e-05 -3.2964235114853921e-05 3.6369009303598429e-05 3.1141894817704707e-05
leaf_weight=20 20 22 21 28 27 22 26 24 259 20 39 25 35 20 23 20 20 20 21 21 23 30 21 21 23 2180 26 21 20 23
leaf_count=20 20 22 21 28 27 22 26 24 259 20 39 25 35 20 23 20 20 20 21 21 23 30 21 21 23 2180 26 21 20 23
internal_value=0 1.11264e-07 -8.08123e-08 3.42283e-08 1.30745e-05 -2.04605e-07 5.81591e-09 -1.42247e-07 2.96449e-07 -5.94865e-06 -2.93953e-06 7.47662e-07 4.13258e-06 -1.5247e-06 4.39052e-06 1.3127e-05 9.10202e-09 -1.9716e-07 -2.50834e-05 1.886e-07 1.28933e-05 -5.56418e-08 -4.77705e-06 7.1939e-07 2.57067e-05 2.21904e-07 -2.12302e-06 1.04409e-07 2.40388e-06 -4.99011e-09
internal_weight=0 3101 3079 3058 55 3003 2983 2961 2753 208 188 149 123 88 68 45 2729 2686 41 2645 43 2624 370 2254 44 2210 349 323 302 282
internal_count=3121 3101 3079 3058 55 3003 2983 2961 2753 208 188 149 123 88 68 45 2729 2686 41 2645 43 2624 370 2254 44 2210 349 323 302 282
is_linear=0
shrinkage=0.1


Tree=4622
num_leaves=31
num_cat=0
split_feature=12 130 10 0 15 2 11 46 472 132 1203 1185 50 142 147 147 1426 1426 483 2 2 52 12 4 3 12 133 159 0 1
split_gain=7.46753e-07 1.29478e-06 7.94452e-07 7.09068e-06 6.18393e-06 2.86983e-06 1.13843e-06 7.56635e-07 2.91652e-06 7.0339e-07 2.03248e-05 1.20556e-05 4.58636e-06 7.44792e-07 1.21662e-06 1.60308e-06 1.21569e-06 1.44319e-06 1.06752e-06 1.11798e-06 4.0929e-06 3.61092e-06 6.24317e-06 3.86789e-06 1.09111e-05 1.09286e-05 1.9771e-05 7.29584e-06 5.0797e-06 1.20363e-05
threshold=0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.013254999999999998 -1.0000000180025095e-35 0.10253500000000002 0.094800000000000009 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.057499999999999989 0.099730000000000027 0.093875000000000014 -0.094284999999999994 -0.052649999999999995 -0.47181499999999993 0.084415000000000004 0.084655000000000022 0.4099850000000001 0.094225000000000017 -0.085594999999999991 -0.085784999999999986 0.083715000000000026 0.083950000000000011 -0.085604999999999987 -0.094654999999999975 0.094220000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -4 8 9 10 12 -11 -8 -13 15 16 -15 -18 -19 21 -21 23 -23 24 25 -20 -27 -25 29 -29
right_child=-2 2 6 4 5 -7 7 -9 -10 11 -12 13 -14 14 -16 -17 17 18 19 20 -22 22 -24 27 -26 26 -28 28 -30 -31
leaf_value=2.1936243681003125e-05 -1.7952226872970958e-05 -5.6396134179218883e-05 2.3447837277975245e-05 4.2565928943704108e-05 -4.3582753867321159e-05 3.7060184667731819e-06 5.951520493795858e-07 -1.6581630266214401e-05 3.8291897049020924e-05 -7.4192743307900281e-05 9.8956165346039817e-05 -1.8618795521823424e-05 -4.9925103267014494e-05 2.3713779558999125e-05 2.0311623838248735e-05 -2.4648586559823551e-05 -2.1339652601220168e-05 1.9444654327375687e-05 -5.1085459093277076e-05 -4.5129792938712942e-05 -7.1329232615771173e-07 -4.8934003020536589e-05 1.1666752658022555e-05 6.5660845360649881e-05 -6.7852804221939342e-05 -1.266750001873747e-05 9.0559366350057805e-05 6.8098203355031908e-05 2.7237256014511029e-06 -8.5265041257005632e-06
leaf_weight=27 23 24 21 29 21 33 177 27 20 22 21 21 20 22 30 26 31 29 27 21 1718 34 34 22 26 55 28 41 450 41
leaf_count=27 23 24 21 29 21 33 177 27 20 22 21 21 20 22 30 26 31 29 27 21 1718 34 34 22 26 55 28 41 450 41
internal_value=0 1.33279e-07 -5.84114e-08 -8.52369e-06 5.31895e-06 -1.46841e-05 2.47184e-07 8.16338e-08 2.35923e-07 -2.68942e-08 5.43541e-06 -4.71548e-07 -4.53381e-06 1.39095e-07 2.88588e-07 5.79967e-08 3.07074e-07 1.05687e-07 3.68872e-07 1.47327e-07 -1.24966e-06 3.35229e-06 -1.86336e-05 5.51902e-06 -9.59214e-06 4.17857e-06 2.2156e-05 9.22862e-06 6.89496e-06 2.97858e-05
internal_weight=0 3098 3071 107 83 54 2964 2943 2916 2896 218 2678 197 2656 2635 2605 2579 2557 2526 2497 1739 758 68 690 136 110 83 554 532 82
internal_count=3121 3098 3071 107 83 54 2964 2943 2916 2896 218 2678 197 2656 2635 2605 2579 2557 2526 2497 1739 758 68 690 136 110 83 554 532 82
is_linear=0
shrinkage=0.1


Tree=4623
num_leaves=31
num_cat=0
split_feature=130 12 50 132 42 129 1211 394 50 13 50 50 403 12 1209 42 1209 481 481 481 2 43 1455 15 2 0 1456 1456 1447 1447
split_gain=6.17939e-07 1.49508e-06 6.15476e-07 1.64198e-05 1.15252e-05 1.73309e-05 7.73553e-06 1.31938e-06 1.3454e-06 3.11477e-06 2.42658e-06 2.38957e-06 1.38917e-06 5.12149e-06 2.04253e-06 9.30854e-06 2.57639e-06 1.23629e-06 3.40353e-06 3.28042e-06 4.32991e-06 5.98147e-06 1.19808e-06 5.35365e-06 5.99732e-06 2.69725e-06 2.2147e-06 1.50852e-06 2.23028e-06 4.40415e-06
threshold=-0.23647499999999996 0.23631000000000002 0.096900000000000014 -0.083284999999999984 -0.021469999999999996 0.087710000000000024 0.09030500000000001 0.11233000000000001 0.09227500000000001 -0.039649999999999998 0.090630000000000016 0.089915000000000009 -0.53960999999999981 0.092355000000000007 -0.084519999999999984 0.087505000000000013 -0.067109999999999989 -0.081614999999999979 -0.077944999999999987 -0.085784999999999986 0.090050000000000005 -0.077319999999999986 0.0034400000000000008 -0.068899999999999975 0.096540000000000015 -0.078244999999999995 0.11772000000000001 -0.11085999999999999 -0.082344999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 5 -5 -6 8 10 -10 11 12 13 -2 15 -14 -16 19 -19 20 21 -18 26 -24 25 -25 27 -20 -29 -30
right_child=1 -3 3 4 6 -7 -8 -9 9 -11 -12 -13 14 -15 16 -17 17 18 22 -21 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-1.7521123863843966e-05 -1.0504268367286487e-05 2.6089138422817503e-05 8.7578093362853087e-05 -0.00011519886985254182 1.0553511652770197e-06 8.0291888079955245e-06 6.1090796034180968e-05 -2.3969114954525141e-05 -3.3077450811297718e-05 1.134434999214675e-05 2.9763348033561165e-05 -3.4803659509634599e-05 1.9995603522854963e-05 4.6519733537512111e-05 3.5681580702657814e-05 -6.5597407889287737e-05 2.6323048114136331e-05 -4.1903365126927386e-05 1.6683381079706215e-05 3.956886257258573e-05 3.8585772463193282e-05 -4.3821358902336683e-05 4.481318848404719e-05 -6.401867000837731e-06 -4.9868122819350987e-05 4.003202016478595e-05 -3.4092863033947656e-05 -2.2604700796925521e-05 4.3928926220360158e-05 -1.0545925027601108e-06
leaf_weight=20 36 22 22 21 321 25 23 24 38 27 27 20 27 28 20 24 20 20 49 28 20 31 31 29 21 22 20 47 22 2036
leaf_count=20 36 22 22 21 321 25 23 24 38 27 27 20 27 28 20 24 20 20 49 28 20 31 31 29 21 22 20 47 22 2036
internal_value=0 1.12993e-07 -7.26107e-08 3.52458e-06 -1.2169e-06 -4.82271e-05 5.06935e-06 -6.28307e-07 -4.16359e-07 -1.46253e-05 -5.81038e-08 -3.73737e-07 -1.01671e-07 1.44437e-05 -4.79014e-07 -2.02835e-05 -6.09566e-08 -3.59308e-07 -8.30886e-07 1.05822e-05 -8.49095e-07 -1.63137e-05 -4.70126e-07 1.00682e-05 -4.89139e-06 1.36284e-05 -9.69414e-07 -6.61861e-07 -1.06562e-06 -5.73719e-07
internal_weight=0 3101 3079 412 390 46 344 2667 2643 65 2578 2551 2531 64 2467 51 2416 2396 2297 99 71 51 2277 103 72 51 2174 2154 2105 2058
internal_count=3121 3101 3079 412 390 46 344 2667 2643 65 2578 2551 2531 64 2467 51 2416 2396 2297 99 71 51 2277 103 72 51 2174 2154 2105 2058
is_linear=0
shrinkage=0.1


Tree=4624
num_leaves=31
num_cat=0
split_feature=12 4 33 3 34 39 96 11 132 1185 1203 1208 1208 1209 1209 1209 3 1209 1209 1210 0 2 4 3 3 16 4 3 133 1
split_gain=7.99574e-07 1.37635e-06 7.70778e-07 1.60258e-06 1.46436e-06 5.9887e-06 8.13277e-06 2.46867e-06 7.60375e-07 3.60957e-06 2.07904e-06 8.03624e-07 1.1309e-06 1.29209e-06 1.21771e-06 1.25639e-06 5.45845e-06 8.35039e-07 9.57885e-07 1.17751e-06 6.40855e-06 1.42503e-05 8.60102e-06 8.28714e-07 4.03765e-06 2.06988e-06 5.09732e-06 2.50654e-06 2.72181e-06 2.59161e-06
threshold=0.23631000000000002 0.63113500000000011 0.085305000000000006 -0.0080949999999999998 -0.057544999999999992 0.089790000000000023 0.083595000000000017 -1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11531000000000001 0.10233500000000001 -0.097919999999999993 -0.087714999999999987 -0.065739999999999979 -0.082039999999999988 0.10656 0.094730000000000023 -0.063274999999999984 -0.083804999999999977 0.084855000000000014 -0.083644999999999983 -0.094299999999999981 -0.091869999999999993 -0.18708499999999997 0.11275500000000001 -0.082879999999999995 -0.085499999999999979 0.10920500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -6 10 -10 -9 12 13 -11 -15 16 -16 18 19 20 21 -17 -22 -21 -25 26 -26 -28 -29 -30
right_child=-2 -3 3 -5 7 -7 -8 8 9 11 -12 -13 -14 14 15 17 -18 -19 -20 23 22 -23 -24 24 25 -27 27 28 29 -31
leaf_value=8.4835870875394907e-05 -1.8576306588922469e-05 2.2208493455114618e-05 -3.3870243823912462e-05 6.1620426686204167e-06 -3.5233604294262483e-05 -1.9360153022039604e-05 -5.3460188701137669e-06 -1.9922216630573014e-06 4.1772613743281301e-05 -2.5221204050467351e-05 -3.1637856963479192e-05 -1.7012942859124721e-05 1.9012436446530501e-05 2.1420205707222017e-05 -5.2456206483177745e-05 3.9034599937319102e-05 1.5840905078221114e-05 2.0230483862958084e-05 -2.0107613126247485e-05 3.880218933268061e-06 -4.2518211227037352e-06 -7.2388167353148509e-05 8.5220383369319499e-05 -3.7307966662562347e-05 -5.5931517443327935e-05 9.3071941532847065e-07 -3.8355568303813928e-05 -3.3068386994254224e-05 1.5245358164603121e-05 -8.1764521400698735e-06
leaf_weight=20 23 28 20 20 20 30 20 191 21 20 27 27 32 27 22 24 25 21 23 444 22 22 21 30 21 1686 20 24 88 102
leaf_count=20 23 28 20 20 20 30 20 191 21 20 27 27 32 27 22 24 25 21 23 444 22 22 21 30 21 1686 20 24 88 102
internal_value=0 1.37906e-07 -6.33894e-08 -1.38541e-05 1.18666e-07 1.44142e-05 3.97449e-05 -2.19403e-07 1.87885e-08 4.73907e-07 -5.66393e-06 1.52814e-07 3.2614e-07 9.98113e-08 2.92954e-07 7.31329e-08 -1.6128e-05 3.71976e-07 2.06946e-07 3.93542e-07 1.16896e-05 -1.42545e-05 3.94439e-05 -2.27536e-08 -9.01962e-07 -3.39273e-07 -8.73616e-06 -4.50068e-06 -1.33667e-06 2.67154e-06
internal_weight=0 3098 3070 40 3030 70 40 2960 2940 2722 218 2701 2674 2642 2622 2595 47 2548 2527 2504 89 46 43 2415 1971 1941 255 234 214 190
internal_count=3121 3098 3070 40 3030 70 40 2960 2940 2722 218 2701 2674 2642 2622 2595 47 2548 2527 2504 89 46 43 2415 1971 1941 255 234 214 190
is_linear=0
shrinkage=0.1


Tree=4625
num_leaves=31
num_cat=0
split_feature=483 12 482 482 12 1 482 483 482 453 453 50 42 12 474 1420 471 481 484 1447 2 160 15 481 2 2 157 1186 16 1
split_gain=6.50375e-07 1.76477e-06 1.47316e-06 1.17788e-06 4.36258e-06 3.79024e-06 3.3999e-06 6.2678e-06 2.46454e-06 9.04029e-07 1.58428e-06 9.11533e-07 3.91509e-06 2.80012e-06 1.62875e-06 1.49464e-06 1.71402e-06 9.61317e-07 4.13667e-06 1.87477e-05 8.93584e-06 8.71515e-06 1.78973e-06 1.48564e-06 1.36842e-06 4.44335e-06 2.60029e-06 2.50878e-06 2.53293e-06 4.79164e-06
threshold=0.12236500000000002 0.094435000000000005 0.11434500000000002 0.098465000000000011 0.089570000000000025 0.16540500000000002 0.089745000000000005 0.088610000000000008 0.087425000000000017 0.086430000000000021 0.097350000000000006 -0.099524999999999988 0.094365000000000018 0.090695000000000012 -0.26322499999999993 1.0000000180025095e-35 0.094575000000000006 -0.081614999999999979 -0.081614999999999979 -0.084334999999999979 0.085485000000000019 -0.014214999999999998 -0.008624999999999999 -0.078899999999999984 0.08622500000000001 0.085955000000000018 -0.090569999999999998 -0.094609999999999986 -0.088159999999999988 0.089370000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 8 -8 9 11 -11 12 13 -1 -13 16 17 18 21 -20 -21 -16 -23 -19 25 26 -25 -28 -29 -30
right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 -12 14 -14 -15 15 -17 -18 23 19 20 -22 22 -24 24 -26 -27 27 28 29 -31
leaf_value=1.6274998591641987e-05 -2.8645071104652484e-05 5.7317546122703789e-06 2.3034421571667606e-05 1.0505070733617889e-05 -5.1115190917698793e-05 3.9012294990243392e-05 1.1788175684427295e-06 -6.9371651952678811e-05 3.1635434152121891e-05 2.8712200419876949e-05 -6.4320358354092135e-06 -2.2911539144843121e-05 3.5646225908041945e-05 -2.5280113403128141e-05 -6.1613622595111596e-05 2.7018256805604323e-05 -2.5489175007991164e-05 -2.2757809001632269e-05 0.0001045131085058009 -5.2080202294746414e-05 3.2537349943595474e-05 -8.0695951510278984e-06 2.6567226837609529e-05 3.1982769690296632e-05 -2.2938269095495864e-06 4.2522487456153618e-05 3.3872216656825256e-05 6.8636663185372976e-06 -1.2960827176033096e-05 5.0535074976210128e-06
leaf_weight=31 28 32 28 27 20 25 34 20 25 29 23 32 36 34 22 20 27 30 21 24 26 26 35 27 1479 27 22 320 303 288
leaf_count=31 28 32 28 27 20 25 34 20 25 29 23 32 36 34 22 20 27 30 21 24 26 26 35 27 1479 27 22 320 303 288
internal_value=0 -1.03108e-05 2.02108e-07 -8.67526e-09 -1.57163e-05 2.38565e-07 -8.88053e-08 -2.4951e-05 3.73031e-07 1.01844e-07 1.31676e-05 -1.38234e-07 9.19074e-06 -5.46152e-06 -4.83498e-07 -2.17389e-07 -4.20868e-07 -1.65455e-07 7.50237e-06 2.52228e-05 -8.07908e-06 -7.6561e-06 1.1804e-05 -6.3855e-07 -3.69459e-07 2.51417e-06 1.38893e-06 5.03581e-07 -3.02247e-07 -4.18227e-06
internal_weight=0 60 3061 3033 47 2986 2961 54 2907 2882 52 2830 101 65 2729 2697 2677 2650 154 71 50 83 61 2496 2466 987 960 933 911 591
internal_count=3121 60 3061 3033 47 2986 2961 54 2907 2882 52 2830 101 65 2729 2697 2677 2650 154 71 50 83 61 2496 2466 987 960 933 911 591
is_linear=0
shrinkage=0.1


Tree=4626
num_leaves=31
num_cat=0
split_feature=46 44 1429 156 1446 479 481 481 13 475 4 484 1372 52 12 155 472 481 1455 1456 1456 160 160 48 12 12 0 0 43 48
split_gain=6.06944e-07 2.65831e-06 7.82273e-07 7.20008e-07 7.37378e-07 1.43334e-06 1.01413e-06 1.38648e-06 6.20118e-06 7.46408e-07 8.44909e-06 6.30176e-06 2.54581e-06 2.53685e-06 3.47574e-06 1.00198e-06 1.49819e-06 1.17614e-06 1.65921e-06 1.81231e-06 2.27459e-06 1.34228e-06 4.1075e-06 4.28299e-06 6.30942e-06 3.6859e-06 1.79336e-06 5.06408e-06 1.45531e-05 4.14785e-06
threshold=0.084955000000000017 0.10049500000000001 -0.15262499999999998 -0.14064999999999997 -0.09143999999999998 0.10713500000000002 -0.16223499999999996 -0.086484999999999992 -0.085744999999999988 -0.085719999999999977 -0.0092149999999999992 0.085790000000000019 -0.065504999999999994 -0.53964499999999982 0.083815000000000014 0.11854500000000001 -0.082054999999999975 -0.08347499999999998 -0.24112999999999998 -0.15308499999999997 -0.091834999999999986 0.10648000000000001 0.11205000000000002 0.087555000000000008 0.089150000000000021 0.096295000000000019 -0.14794999999999997 -0.14116499999999996 -0.00045499999999999995 -0.072824999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6 8 -8 10 11 13 -11 -9 -15 16 -14 -18 -19 -20 -21 26 -23 24 -24 -26 29 28 -28 -22
right_child=1 -3 3 4 5 -7 7 9 -10 12 -12 -13 15 14 -16 -17 17 18 19 20 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-1.4826900011636705e-05 3.8910478760953996e-05 -9.1905831806326643e-06 -1.890999878924049e-05 -1.8114305154590873e-05 -1.6432603838070096e-05 2.0093943654349765e-05 -1.5180416719030131e-05 -1.2241917060097107e-05 4.6152632214813143e-05 -2.7675228653499612e-05 5.3262819957097004e-05 -4.7829003098606203e-05 -2.5222348646517886e-05 5.4255383192867155e-05 1.4243218519175461e-06 1.7450810652519522e-05 -1.8882478346340853e-05 2.6855457200208153e-05 -2.1515705453240142e-05 3.2980878404487161e-05 -2.3877195781096818e-05 -5.1626555890607054e-05 -4.4216240535575173e-05 3.4051848022500057e-05 3.8514864931234644e-05 -1.583072158050177e-05 1.0758784474367559e-05 3.6319088208901303e-07 -9.5730853804741947e-05 1.445860413299763e-05
leaf_weight=36 20 27 20 22 37 36 34 39 32 34 31 27 24 20 33 32 33 23 39 21 33 20 37 25 24 26 33 2087 21 195
leaf_count=36 20 27 20 22 37 36 34 39 32 34 31 27 24 20 33 32 33 23 39 21 33 20 37 25 24 26 33 2087 21 195
internal_value=0 1.1278e-05 -1.72437e-07 1.21665e-09 1.26539e-07 2.60484e-07 1.92665e-08 2.27518e-07 1.45568e-05 -1.03505e-07 6.76293e-06 -5.35048e-06 -4.83988e-07 7.11604e-06 2.13606e-05 -1.38121e-07 -3.51239e-07 -1.23151e-07 1.16422e-07 -1.23717e-07 2.07087e-07 -6.81032e-08 -9.88241e-06 -2.4281e-06 -1.29108e-05 1.02552e-05 4.78747e-07 -4.19117e-07 -3.06539e-05 8.91e-06
internal_weight=0 47 3074 3038 3018 2996 2960 2923 66 2857 150 119 2707 92 53 2673 2641 2617 2584 2561 2522 2501 132 112 87 50 2369 2141 54 228
internal_count=3121 47 3074 3038 3018 2996 2960 2923 66 2857 150 119 2707 92 53 2673 2641 2617 2584 2561 2522 2501 132 112 87 50 2369 2141 54 228
is_linear=0
shrinkage=0.1


Tree=4627
num_leaves=31
num_cat=0
split_feature=12 130 1 13 1 52 16 45 11 33 9 132 15 1185 50 52 2 130 130 133 132 1204 2 42 12 12 12 3 13 42
split_gain=6.31186e-07 1.17442e-06 7.41029e-07 8.4837e-07 2.10847e-06 2.10298e-06 1.68337e-06 9.98862e-07 4.62811e-06 2.54584e-06 1.05042e-06 7.35695e-07 1.89641e-05 1.11525e-05 4.16348e-06 1.02284e-06 1.10183e-06 1.6351e-06 1.49324e-06 1.18079e-06 1.22981e-06 9.88186e-07 1.79245e-06 1.8884e-06 1.12724e-06 7.31246e-06 6.56463e-06 5.19893e-06 2.60012e-06 3.33746e-06
threshold=0.23631000000000002 -0.22461999999999996 0.16540500000000002 -0.41572999999999993 0.10684 -0.054584999999999995 -0.40995499999999996 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.09055500000000001 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.097510000000000013 0.090645000000000017 0.10497000000000002 0.09364500000000002 0.08610000000000001 -0.015164999999999998 -0.1075 -0.016569999999999994 0.080205000000000012 -0.067534999999999998 0.096830000000000013 0.097575000000000009 0.096475000000000019 -0.045649999999999989 -0.063184999999999977 0.10306000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 8 -5 -10 11 12 14 -13 15 16 17 18 19 20 -11 22 -15 -24 26 -26 -23 28 29 -27
right_child=-2 2 -4 7 5 6 -8 -9 9 10 -12 13 -14 21 -16 -17 -18 -19 -20 -21 -22 24 23 -25 25 27 -28 -29 -30 -31
leaf_value=2.0887346626194712e-05 -1.6504740573430393e-05 3.3587796736775576e-05 -1.7942250435779623e-05 4.5636074107526588e-05 -2.0203395933246309e-05 -9.4486712248798352e-07 3.5821945552925171e-05 -1.8101775995752002e-05 -3.3541407727803427e-05 3.1227130602928813e-06 1.6377253189746532e-05 -7.1716742406186483e-05 8.5277075282437392e-05 3.3481816141526607e-05 -4.9037038802453023e-05 1.9899319037601042e-05 1.6314858760818861e-05 -3.3679773187031971e-05 2.208180405887106e-05 9.5521619950886819e-06 -2.7962280567278087e-05 -3.1402126589988239e-07 -1.7537510443773877e-05 1.6544024362480518e-05 -4.7809626662579049e-05 3.3231494422116334e-05 4.8431108448962088e-05 -5.0663248803175524e-05 -3.5408069698365092e-06 -5.0884648794081156e-06
leaf_weight=27 23 26 23 22 30 33 20 31 23 20 38 22 26 24 20 21 23 20 20 25 35 2079 29 37 37 51 28 20 247 41
leaf_count=27 23 26 23 22 30 33 20 31 23 20 38 22 26 24 20 21 23 20 20 25 35 2079 29 37 37 51 28 20 247 41
internal_value=0 1.22528e-07 -6.00343e-08 7.49037e-08 8.73797e-06 9.53692e-07 1.29294e-05 -2.46387e-07 -5.60445e-08 -4.04356e-07 -1.38148e-07 -3.60302e-07 5.33433e-06 -8.17615e-07 -5.96193e-06 -7.08862e-07 -3.73524e-06 -7.57817e-06 -2.35785e-06 -8.46777e-06 -1.66586e-05 -2.1608e-07 1.00789e-05 1.5688e-06 -5.86257e-07 -5.48137e-06 3.33755e-07 -1.11884e-06 1.80413e-06 1.61541e-05
internal_weight=0 3098 3071 3048 109 83 53 2939 2908 2886 2863 2825 210 2615 184 164 143 120 100 80 55 2593 90 66 2503 396 2107 359 339 92
internal_count=3121 3098 3071 3048 109 83 53 2939 2908 2886 2863 2825 210 2615 184 164 143 120 100 80 55 2593 90 66 2503 396 2107 359 339 92
is_linear=0
shrinkage=0.1


Tree=4628
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1213 403 42 130 394 1184 1186 130 12 43 39 33 47 9 3 47 47 51 51 401 1 48 48 51 3 16
split_gain=6.77992e-07 4.00226e-06 1.98838e-06 1.28903e-06 1.05652e-06 1.28294e-06 9.20503e-07 1.66692e-06 8.02393e-07 3.38092e-06 1.08704e-06 8.75189e-07 1.28081e-06 1.14762e-06 1.02009e-06 3.15289e-06 1.14995e-06 6.94947e-06 1.52822e-05 6.4781e-06 1.23236e-06 1.11414e-06 2.77396e-06 2.38165e-06 1.73381e-06 4.45537e-06 3.27485e-06 1.43407e-06 6.92947e-06 1.79097e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.086260000000000017 -0.088034999999999988 -0.021469999999999996 0.085235000000000019 -0.11103499999999998 0.088760000000000019 0.090275000000000008 -0.22699999999999995 0.13043000000000002 -0.15582499999999996 -1.0000000180025095e-35 -0.012019999999999998 0.094160000000000008 0.088235000000000022 -0.13309499999999996 0.096850000000000006 0.091210000000000013 0.10501000000000001 0.11144500000000002 0.13274500000000003 0.11212500000000002 0.097025000000000014 0.086665000000000006 0.090230000000000019 -0.078724999999999976 -0.087659999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7 -3 10 11 -10 14 -14 -13 -16 17 20 -19 -18 21 23 -23 27 25 26 -24 -17 -29 -30
right_child=1 8 -4 -5 -6 6 -8 -9 9 -11 -12 12 13 -15 15 16 19 18 -20 -21 -22 22 24 -25 -26 -27 -28 28 29 -31
leaf_value=-2.1159887973195074e-05 4.3905387151642661e-05 1.4336658657553833e-05 -3.189278710487997e-05 -2.5372531230719428e-05 2.0337801894735701e-05 -2.3594901293628419e-05 1.4917700844727315e-05 6.2881158352671008e-06 -2.0322549781191075e-05 -4.1075348053709608e-05 2.2852196616440781e-05 1.6111050368444443e-05 2.842040014305288e-05 1.3962757789572193e-06 -3.4388433751128443e-05 1.3187845155301289e-07 5.5718007481194345e-05 2.096129580670756e-05 -9.4425350365175598e-05 1.3274536269591408e-06 2.4726110877963949e-05 3.6322272574450053e-05 7.5834510474426978e-06 -3.0342892508391135e-05 -1.9927633632991712e-05 4.7937186635946009e-05 -3.7958528919261882e-05 -4.0156239977458179e-05 6.582757617660059e-05 -4.9669881409499798e-05
leaf_weight=29 21 39 25 21 24 28 39 56 21 20 21 38 30 33 27 2007 24 22 24 250 20 28 75 27 29 22 20 47 29 25
leaf_count=29 21 39 25 21 24 28 39 56 21 20 21 38 30 33 27 2007 24 22 24 250 20 28 75 27 29 22 20 47 29 25
internal_value=0 4.07864e-07 -5.32615e-06 -1.95475e-06 8.39421e-07 -2.23927e-06 2.22169e-06 -3.67289e-06 9.04741e-08 -1.05229e-07 1.85442e-07 1.53201e-08 1.69117e-07 1.42649e-05 -1.58088e-07 -3.89114e-07 -4.25754e-08 -7.50264e-07 -3.92404e-05 6.09159e-06 9.95371e-09 -2.04132e-07 7.49039e-06 -8.31227e-07 1.96099e-06 7.38638e-06 -2.00433e-06 -4.53231e-07 -1.20801e-05 1.23565e-05
internal_weight=0 2899 222 197 176 152 123 84 2878 2839 2819 2798 2777 63 2714 2676 2649 2375 46 274 2329 2309 174 2135 146 117 95 2108 101 54
internal_count=3121 2899 222 197 176 152 123 84 2878 2839 2819 2798 2777 63 2714 2676 2649 2375 46 274 2329 2309 174 2135 146 117 95 2108 101 54
is_linear=0
shrinkage=0.1


Tree=4629
num_leaves=31
num_cat=0
split_feature=12 4 10 4 2 15 33 3 0 1 2 51 1 472 13 1429 1429 150 49 0 0 1452 0 12 4 4 1429 2 2 13
split_gain=6.19827e-07 1.35471e-06 9.08672e-07 4.91777e-06 1.12515e-05 9.51701e-06 1.67779e-06 6.27075e-07 2.54692e-06 3.29245e-06 7.16805e-06 4.80676e-06 4.31634e-06 2.43624e-06 2.21651e-06 1.62177e-06 1.50202e-06 1.33308e-06 4.12211e-06 8.96028e-06 1.48015e-06 1.07711e-06 1.07799e-06 2.00225e-06 1.89466e-06 4.42017e-06 2.26392e-06 3.18945e-06 2.9658e-06 2.14412e-06
threshold=0.23631000000000002 0.63113500000000011 -0.011559999999999999 0.053180000000000012 -0.013254999999999998 -0.18895499999999996 -0.012019999999999998 0.11658 -0.075684999999999988 0.10658000000000002 0.11411 0.092235000000000011 0.122715 -0.38234499999999999 -0.13710499999999998 -0.23587499999999997 -0.12066499999999998 0.11213000000000002 -0.043469999999999995 -0.11173999999999999 -0.23091999999999999 0.11769000000000002 0.13134000000000004 0.091200000000000017 -0.50940999999999981 -0.55119499999999988 -1.0000000180025095e-35 0.086675000000000016 0.10060500000000001 -0.17933499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -4 13 9 -9 -11 12 -12 -8 -10 -15 -17 20 19 -19 -18 22 24 -24 25 -22 27 -26 -29 -28
right_child=-2 -3 6 5 -6 -7 7 8 14 10 11 -13 -14 15 -16 16 17 18 -20 -21 21 -23 23 -25 26 -27 29 28 -30 -31
leaf_value=-8.9298707134730652e-05 -1.6355552424615978e-05 2.2017852363985318e-05 2.603722451021895e-05 -2.5779127718124076e-05 3.7965261907555872e-06 6.6769817940439687e-05 -3.277365967337771e-05 -3.2401660077344526e-05 8.0850635293115515e-06 5.4275943936469656e-05 4.6200635749755748e-05 -4.2448996127522723e-05 -1.1459981430402264e-05 2.6351040477216569e-05 4.9179716957258364e-05 -2.7618722342594995e-05 2.043135662764447e-05 -8.2286660599493189e-05 1.624821331347448e-05 1.6193525211097688e-06 3.4275623647772593e-06 2.2044046520684126e-05 -3.4574245904822775e-06 3.3262019537182318e-05 4.5312808588977746e-05 -5.4923864843745137e-05 -3.1704144002601842e-05 -1.9456531793236669e-05 2.9607736533679684e-05 -3.3833370202217159e-07
leaf_weight=20 23 28 25 25 37 20 23 28 35 24 20 27 37 23 21 20 36 20 32 35 34 22 33 27 26 21 22 28 22 2327
leaf_count=20 23 28 25 25 37 20 23 28 35 24 20 27 37 23 21 20 36 20 32 35 34 22 33 27 26 21 22 28 22 2327
internal_value=0 1.21425e-07 -7.82813e-08 -9.35867e-06 -2.88685e-05 1.53537e-05 2.40654e-07 2.15189e-08 5.54686e-06 -1.84377e-06 6.07864e-06 -7.69202e-06 8.77181e-06 -3.6411e-07 2.34956e-05 -9.08628e-08 -3.15692e-07 -1.12318e-07 -1.22887e-05 -2.88919e-05 2.95435e-07 1.24946e-08 -1.7833e-07 1.30663e-05 -4.98765e-07 -1.88521e-05 -8.25045e-08 1.69042e-05 2.13175e-06 -6.32096e-07
internal_weight=0 3098 3070 102 57 45 2968 2943 192 136 108 84 57 2751 56 2728 2705 2685 87 55 2598 2562 2540 60 2480 55 2425 76 50 2349
internal_count=3121 3098 3070 102 57 45 2968 2943 192 136 108 84 57 2751 56 2728 2705 2685 87 55 2598 2562 2540 60 2480 55 2425 76 50 2349
is_linear=0
shrinkage=0.1


Tree=4630
num_leaves=31
num_cat=0
split_feature=1429 156 1425 1426 1417 474 1429 1429 51 16 51 157 13 156 1375 150 1375 3 160 12 16 16 52 43 3 130 12 0 376 123
split_gain=6.26172e-07 2.43996e-06 9.51504e-07 1.219e-06 6.99702e-07 7.01513e-07 1.10394e-06 1.45546e-06 1.37356e-06 8.02039e-07 7.83281e-07 7.16519e-06 3.87143e-06 3.52247e-06 2.74973e-06 7.9431e-06 2.3219e-06 1.66357e-06 4.06335e-06 2.92629e-06 1.36507e-06 1.74691e-06 6.31579e-06 1.90398e-06 3.65717e-06 1.49471e-06 1.41926e-06 1.39932e-06 1.20947e-06 1.37765e-06
threshold=-0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 -0.079519999999999993 -0.08539999999999999 -0.07700499999999999 -1.0000000180025095e-35 -0.093639999999999987 0.51026500000000008 -0.085604999999999987 -0.086244999999999988 -0.074519999999999989 0.089950000000000016 -0.15308499999999997 0.10980500000000001 -0.090674999999999992 -0.094874999999999987 0.085755000000000012 0.089625000000000024 0.38525000000000004 0.15891500000000003 0.092650000000000024 -0.095049999999999982 -0.082484999999999989 -0.22562499999999999 0.14786000000000002 -0.080434999999999993 0.087010000000000018 0.08592000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 9 8 -8 -7 -6 11 -9 13 -13 15 -12 -16 19 -19 -14 21 25 23 27 -25 -18 28 -23 29 -27
right_child=1 -3 -4 -5 5 6 7 10 -10 -11 14 12 17 -15 16 -17 20 18 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-1.6811214093402006e-05 -1.8755712153506467e-05 3.4934713403345087e-05 -1.9940342000760816e-05 2.4656115042489548e-05 -4.3609875517532877e-08 1.8572362023405731e-06 2.3162636096929893e-05 -5.0510897268219606e-05 -3.5204385737870326e-05 2.7337625160726019e-05 7.2269908505404596e-05 3.8865325911631648e-05 -1.7719671466139791e-05 -8.5442802374018365e-06 -3.1651448143352552e-05 -1.024294811681362e-05 -2.4186312289960674e-05 -5.245723878390965e-06 -5.2048368958085554e-05 2.9357587317785911e-05 2.1470229645880562e-05 -4.7790769961218098e-06 -6.1472364714496678e-05 -4.5920989594543992e-05 4.4089747375221033e-06 7.9027467069250967e-07 2.1488613349378507e-05 2.9801054552081041e-05 1.5530891466008846e-05 -1.1106701905686458e-05
leaf_weight=22 20 20 24 20 23 20 27 31 20 20 20 42 23 25 23 28 24 159 21 31 30 22 21 22 42 2128 33 25 53 102
leaf_count=22 20 20 24 20 23 20 27 31 20 20 20 42 23 25 23 28 24 159 21 31 30 22 21 22 42 2128 33 25 53 102
internal_value=0 1.19358e-07 -1.06789e-07 4.90225e-08 -1.13133e-07 1.05326e-08 -1.72945e-07 5.21655e-08 -1.66736e-05 1.26918e-05 -1.62631e-07 -4.7339e-06 -1.93236e-08 2.11752e-05 4.2721e-07 2.41374e-05 -2.35182e-08 -6.08783e-06 -1.0706e-05 9.30616e-06 2.67226e-07 9.9082e-09 -1.11827e-05 -1.66845e-06 -1.2892e-05 6.41287e-07 8.98568e-07 1.36146e-05 6.00945e-07 2.46108e-07
internal_weight=0 3099 3079 3055 3035 3015 2972 2932 40 43 2905 332 301 67 2573 48 2525 234 180 54 2502 2472 132 111 64 2340 2316 47 2283 2230
internal_count=3121 3099 3079 3055 3035 3015 2972 2932 40 43 2905 332 301 67 2573 48 2525 234 180 54 2502 2472 132 111 64 2340 2316 47 2283 2230
is_linear=0
shrinkage=0.1


Tree=4631
num_leaves=31
num_cat=0
split_feature=130 1 375 39 33 12 10 16 40 2 51 10 46 472 15 52 13 16 52 399 16 399 2 2 2 42 42 52 52 1213
split_gain=6.51964e-07 1.39343e-06 7.21501e-07 8.63028e-07 3.06475e-06 2.31669e-06 1.2253e-06 1.47004e-05 1.67078e-05 8.08522e-06 1.00825e-06 9.68894e-07 9.76725e-07 2.80189e-06 7.42614e-07 8.24041e-07 2.45216e-06 4.04667e-06 2.3082e-06 1.79826e-06 7.3163e-06 3.74083e-06 1.65575e-06 5.52466e-06 5.15052e-06 5.84195e-06 1.53489e-05 7.31525e-06 3.5774e-06 4.35159e-06
threshold=-0.23123999999999997 0.16540500000000002 0.088915000000000008 -1.0000000180025095e-35 -0.012019999999999998 -0.015429999999999998 -0.0093599999999999985 -0.056919999999999991 -1.0000000180025095e-35 -0.023999999999999997 0.089355000000000004 -1.0000000180025095e-35 0.10253500000000002 0.094800000000000009 0.19724500000000003 0.091275000000000009 -0.28558999999999996 0.15891500000000003 0.090245000000000006 0.091580000000000009 -0.077589999999999978 0.089300000000000004 0.091545000000000015 0.093320000000000014 0.089725000000000013 0.090395000000000017 0.089535000000000017 0.40674500000000008 0.10263500000000002 -0.064789999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 9 -9 -6 -11 -8 13 14 15 18 -17 22 19 21 -21 -13 24 -24 25 26 -18 -27 -25 -30
right_child=1 -3 -4 4 6 -7 11 8 -10 10 -12 12 -14 -15 -16 16 17 -19 -20 20 -22 -23 23 28 -26 27 -28 -29 29 -31
leaf_value=1.6774198375851088e-05 -4.0154049612840849e-06 -2.2742845747550884e-05 -1.7970220373668284e-05 -3.3553968158365159e-05 -7.1112977739176141e-05 3.9638525431655585e-05 -2.1509043729868915e-05 -4.2266823410976764e-06 0.00012348383497737814 -8.0860162987456937e-06 2.0900302288715641e-05 3.2853194871450899e-07 -2.0473807209149842e-05 3.7513617335207535e-05 1.6454975410919429e-05 2.8715694723201603e-05 -1.8111469060153381e-06 -4.3949634928139858e-05 2.8757509074960676e-05 -1.2144987776991912e-05 6.5937775070779031e-05 -4.2095564867850048e-05 3.9127074645269505e-05 3.1110745693955062e-05 -4.153532026897722e-05 6.2365733012686387e-05 -9.076441486038014e-05 -3.4746966533324062e-06 3.5602770235114312e-05 -1.1132982732625089e-05
leaf_weight=23 31 27 22 27 20 20 21 21 20 28 21 2027 23 20 27 23 164 25 29 30 20 21 36 28 40 27 22 45 22 211
leaf_count=23 31 27 22 27 20 20 21 21 20 28 21 2027 23 20 27 23 164 25 29 30 20 21 36 28 40 27 22 45 22 211
internal_value=0 -1.24528e-07 7.43304e-08 2.0453e-07 -1.49031e-08 1.31038e-05 2.89895e-07 1.06469e-05 5.80711e-05 -1.75328e-05 4.33669e-06 -1.08311e-07 4.99341e-08 2.17505e-07 -4.9182e-08 -2.10053e-07 -3.34704e-06 -4.53647e-06 7.3827e-07 3.50969e-07 1.90881e-05 -1.06481e-07 -2.88045e-06 2.40363e-06 -8.14679e-06 -2.97028e-06 -1.23325e-05 2.12155e-05 -2.66168e-06 -6.72016e-06
internal_weight=0 3098 3071 3049 2998 51 2971 110 41 69 49 2861 2840 2817 2797 2770 643 620 2127 2098 50 2048 595 297 298 258 186 72 261 233
internal_count=3121 3098 3071 3049 2998 51 2971 110 41 69 49 2861 2840 2817 2797 2770 643 620 2127 2098 50 2048 595 297 298 258 186 72 261 233
is_linear=0
shrinkage=0.1


Tree=4632
num_leaves=31
num_cat=0
split_feature=11 33 45 46 1429 156 11 155 16 43 132 1186 1185 52 2 132 12 9 2 2 0 0 13 1 4 47 47 1446 481 0
split_gain=6.36588e-07 7.37513e-07 6.62677e-07 2.82332e-06 1.52854e-06 1.98761e-06 9.29072e-07 2.64174e-06 1.7894e-06 9.9386e-07 8.35327e-07 1.85924e-05 1.05989e-05 2.10566e-06 1.28835e-06 2.27112e-06 1.94479e-06 8.79194e-07 8.6881e-07 4.66403e-06 3.20717e-06 1.28201e-05 8.34378e-06 5.9441e-06 2.39368e-05 1.31368e-05 1.46146e-05 8.41195e-06 5.48965e-06 7.11736e-06
threshold=-0.072629999999999986 -0.044254999999999996 0.084355000000000013 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.092630000000000018 0.088610000000000008 0.6352000000000001 -0.15582499999999996 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 0.089320000000000024 -0.26631499999999991 0.090165000000000009 0.091600000000000015 0.085785000000000014 0.085485000000000019 -0.087414999999999979 -0.086729999999999988 -0.087714999999999987 0.092695000000000013 0.10528000000000001 0.087235000000000021 0.10154500000000001 0.077045000000000016 -0.087424999999999989 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 8 9 10 -8 11 13 -12 14 16 -16 -6 18 19 20 23 22 -22 25 -25 27 -27 -14 -23 -30
right_child=1 2 3 -5 5 -7 7 -9 -10 -11 12 -13 17 -15 15 -17 -18 -19 -20 -21 21 28 -24 24 -26 26 -28 -29 29 -31
leaf_value=-1.7352172419902804e-05 1.8794193480668278e-05 -2.774854527160642e-05 4.0344169929085186e-05 -8.8492472867431263e-06 8.4532474252577797e-07 3.1408389113494194e-05 1.7839824686234354e-05 -4.2327593073423491e-05 2.1921837735037016e-05 -9.4620918798682413e-06 -6.9810383330480948e-05 9.2834007674272553e-05 5.5799722212803212e-06 -3.1365318631287664e-05 3.088834772521902e-05 -8.3568135747115988e-06 -3.1205349376250522e-05 -1.6089592324586943e-05 -1.2968878169063076e-06 3.8862819907508852e-05 -1.1925647431780818e-05 -5.0638768339013038e-05 -0.00010326991561669275 0.00012783242347495617 1.5079428461225083e-06 -0.00011061742830861476 5.1267943073677694e-06 7.4850191485893443e-05 3.5566331582416199e-05 -1.0798351302272159e-06
leaf_weight=21 21 20 20 28 78 20 20 20 37 40 22 22 142 25 30 29 25 34 1649 34 20 20 20 20 60 20 24 20 59 521
leaf_count=21 21 20 20 28 78 20 20 20 37 40 22 22 142 25 30 29 25 34 1649 34 20 20 20 20 60 20 24 20 59 521
internal_value=0 1.1754e-07 -9.84232e-09 1.1648e-05 -1.9446e-07 -1.14374e-08 -2.21533e-07 -1.0853e-05 7.064e-08 -3.61453e-07 -2.10673e-07 5.87713e-06 -6.88103e-07 -4.35309e-06 -1.84541e-07 1.15984e-05 -6.93397e-06 -1.12738e-07 9.54696e-08 2.48713e-06 1.15153e-06 -2.7826e-06 -5.75978e-05 9.95517e-06 3.30891e-05 9.71138e-07 -4.74842e-05 1.41319e-05 8.7174e-07 2.64796e-06
internal_weight=0 3100 3079 48 3031 3011 2991 80 2911 60 2874 209 2665 187 162 59 103 2643 2609 960 926 640 40 286 80 206 44 162 600 580
internal_count=3121 3100 3079 48 3031 3011 2991 80 2911 60 2874 209 2665 187 162 59 103 2643 2609 960 926 640 40 286 80 206 44 162 600 580
is_linear=0
shrinkage=0.1


Tree=4633
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1208 402 1209 1209 1210 1212 43 52 42 1212 13 1210 4 1210 401 12 133 402 42 1213 13 4 402 402 43 1182
split_gain=6.68691e-07 4.31417e-06 1.79571e-06 6.82438e-07 9.07977e-07 1.35611e-06 2.22235e-06 8.49469e-07 1.12417e-06 8.99617e-07 4.59683e-06 5.73393e-06 3.26929e-06 1.14288e-06 2.34434e-06 9.00112e-07 6.70439e-06 2.89134e-06 9.04203e-07 6.35139e-06 1.69086e-06 2.27616e-06 2.2187e-06 7.8132e-07 2.48511e-06 5.22952e-06 1.06172e-06 1.15949e-06 7.07591e-06 8.64075e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11531000000000001 0.10233500000000001 0.23460000000000003 0.10656 0.094730000000000023 -0.094799999999999982 -0.088629999999999987 -0.0047449999999999992 0.086275000000000004 0.085935000000000025 -0.063924999999999996 -0.063184999999999977 -0.079504999999999978 -0.082249999999999976 -0.062539999999999984 -1.0000000180025095e-35 0.097575000000000009 0.50628500000000021 -1.0000000180025095e-35 -0.074124999999999983 0.093235000000000026 -0.082014999999999991 -0.07958999999999998 0.10999000000000002 0.099740000000000009 -0.011694999999999999 0.086460000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 -3 10 12 -12 -10 14 -11 16 -15 -17 19 -19 21 -20 -22 26 -25 -26 27 29 -29 -23
right_child=1 3 -4 -5 -6 -7 -8 -9 9 13 11 -13 -14 15 -16 17 -18 18 20 -21 22 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-1.8726859896668027e-06 4.5565705901632708e-05 2.1734736416571348e-05 -2.8963049944812677e-05 -1.5747980971893953e-05 1.6975252887618807e-05 -2.0764886968179547e-05 3.3481025920991672e-05 -1.9111520178621112e-05 -9.1725204886946209e-06 4.0515493319184142e-05 3.4321914844858349e-05 -2.2565333141328131e-05 -6.3915989314864419e-05 -5.3868381010860584e-05 -5.6973565654555823e-06 3.7310997383125749e-05 2.1823118912379873e-05 -3.6297674973627041e-05 -2.5691036005489021e-05 3.3323517945973436e-05 -2.2225040170486044e-06 1.8056285732767277e-07 4.4316417934169295e-05 -9.9448252898803211e-06 6.177571768126828e-05 -9.6736276464071125e-06 -1.7498029667288341e-05 5.858846235496241e-05 -2.0895987718934825e-05 -1.9737121593524618e-05
leaf_weight=194 21 24 28 27 32 31 20 23 24 21 37 34 20 22 23 21 25 38 34 20 21 2186 20 33 21 20 34 21 24 22
leaf_count=194 21 24 28 27 32 31 20 23 24 21 37 34 20 22 23 21 25 38 34 20 21 2186 20 33 21 20 34 21 24 22
internal_value=0 4.05058e-07 -5.28949e-06 7.55325e-08 2.25387e-07 3.52501e-08 2.66528e-07 2.65393e-08 1.86895e-07 -3.16347e-09 -8.65888e-06 7.08013e-06 -3.40559e-05 3.78804e-07 1.63588e-05 1.04363e-07 -1.36069e-05 3.60598e-07 4.94676e-08 -1.22904e-05 3.43273e-07 -1.43725e-09 2.04794e-05 3.6851e-07 1.04816e-05 2.69224e-05 4.12832e-08 3.05969e-07 1.61968e-05 -1.78923e-08
internal_weight=0 2899 222 2878 2851 2819 2788 2768 2745 2721 115 71 44 2606 44 2562 47 2515 2494 58 2436 2395 41 2361 74 41 2287 2253 45 2208
internal_count=3121 2899 222 2878 2851 2819 2788 2768 2745 2721 115 71 44 2606 44 2562 47 2515 2494 58 2436 2395 41 2361 74 41 2287 2253 45 2208
is_linear=0
shrinkage=0.1


Tree=4634
num_leaves=31
num_cat=0
split_feature=46 46 1426 47 47 47 131 1426 1429 52 132 1203 1185 50 132 4 12 9 10 47 12 12 4 51 157 49 157 1371 151 150
split_gain=6.45946e-07 1.3194e-06 9.97942e-07 8.51299e-07 5.23174e-06 2.94665e-06 1.07813e-06 1.03727e-06 1.00443e-06 2.42736e-06 1.02522e-06 2.41775e-05 1.04528e-05 2.94525e-06 1.40831e-06 2.88142e-06 1.09381e-06 1.0575e-06 5.47094e-06 9.78362e-07 1.06577e-06 5.75021e-06 1.07694e-05 3.40383e-06 2.89274e-06 5.61101e-06 4.97157e-06 4.65895e-06 3.11068e-06 4.39664e-06
threshold=0.10562000000000001 0.083550000000000013 -0.094284999999999994 0.092165000000000011 0.096175000000000024 0.089785000000000018 0.13767000000000004 -0.061919999999999996 -0.069929999999999978 -0.085264999999999994 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.087730000000000016 -0.41094499999999995 0.071150000000000005 0.091085000000000013 0.08925000000000001 0.053330000000000009 0.078875000000000015 0.089570000000000025 0.090165000000000009 -0.078809999999999977 -0.44986999999999994 -0.087424999999999989 0.0093850000000000027 -0.086394999999999986 0.083235000000000017 -0.10737499999999998 0.085395000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -4 9 -9 11 13 -12 14 -10 16 -16 19 -19 20 24 22 -22 -23 25 -14 -26 28 29 -28
right_child=-2 -3 3 4 -6 -7 -8 8 10 -11 12 -13 17 -15 15 -17 -18 18 -20 -21 21 23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=2.1278686902157708e-05 1.6009651095373558e-05 -2.300933873630129e-05 -2.127512383264151e-05 -4.4037858579911464e-05 -7.2676094948141814e-07 3.6915373460611924e-05 -2.187752500255804e-05 3.1493704852891824e-05 1.7314143660119693e-05 -1.226053478019042e-05 -7.2290639609491335e-05 0.00011127758783914033 -3.225476496521404e-06 -4.1095130163739676e-05 -3.95681435946526e-06 -4.0058759623207152e-05 2.2518851055792767e-05 5.5731598131387727e-05 -9.8320619768596135e-06 1.36823599306951e-05 -1.0624037181346298e-05 -3.3918686267497836e-05 7.8691811129963892e-05 1.5547110664669928e-06 4.4096117471781332e-05 -6.6670625019469296e-05 -6.4097903499974309e-06 -4.3741446657245085e-05 -2.0299236195841449e-06 4.91447636359853e-05
leaf_weight=22 25 25 22 31 278 22 22 32 35 21 20 20 46 20 71 20 20 20 35 51 27 28 27 797 24 20 28 26 1257 29
leaf_count=22 25 25 22 31 278 22 22 32 35 21 20 20 46 20 71 20 20 20 35 51 27 28 27 797 24 20 28 26 1257 29
internal_value=0 -1.29274e-07 5.6985e-08 -9.61398e-08 -5.07189e-06 4.64994e-07 1.69958e-07 3.4987e-07 5.27787e-07 1.41571e-05 2.52185e-07 7.40813e-06 -2.9443e-07 -5.10626e-06 -1.76281e-07 -5.69128e-06 1.86201e-06 3.01812e-07 1.40093e-05 -1.76413e-08 -3.2024e-07 2.42004e-06 3.40339e-05 3.50765e-07 -2.00465e-06 -2.24513e-05 -1.01529e-06 -1.82326e-06 -9.93828e-07 2.18548e-05
internal_weight=0 3096 3071 3049 309 2740 2718 2696 2674 53 2621 186 2435 166 146 111 91 2415 55 2360 2309 879 54 825 1430 66 1364 1340 1314 57
internal_count=3121 3096 3071 3049 309 2740 2718 2696 2674 53 2621 186 2435 166 146 111 91 2415 55 2360 2309 879 54 825 1430 66 1364 1340 1314 57
is_linear=0
shrinkage=0.1


Tree=4635
num_leaves=31
num_cat=0
split_feature=132 1185 1203 16 12 2 132 1186 132 156 472 12 4 10 4 51 15 33 12 12 43 4 12 12 157 1208 403 42 402 131
split_gain=6.72859e-07 4.70269e-06 2.60944e-06 7.23914e-07 1.10637e-06 2.54893e-06 1.49464e-06 9.27857e-07 1.53558e-06 6.68356e-07 1.33355e-06 6.37591e-07 1.42019e-06 8.87075e-07 4.95368e-06 1.04355e-05 7.56957e-06 1.40856e-06 7.19003e-07 3.7675e-06 3.11137e-06 4.21532e-06 3.18759e-06 2.94309e-06 2.34811e-06 1.70038e-06 1.56055e-06 6.96924e-06 1.94646e-06 1.56679e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.097644999999999996 0.11418000000000002 0.097385000000000013 -0.21736499999999997 -0.010834999999999999 -0.095229999999999995 0.3248100000000001 -0.097514999999999977 0.23631000000000002 0.63113500000000011 -0.011559999999999999 0.053180000000000012 0.080335000000000018 -0.18895499999999996 -0.012019999999999998 0.096830000000000013 0.096475000000000019 -0.50216499999999986 -0.46376499999999993 0.097575000000000009 0.098330000000000015 -0.06482499999999998 0.10480500000000002 -0.53960999999999981 0.091205000000000008 0.23460000000000003 0.11925000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 -8 -9 10 -3 12 13 14 15 -12 -16 -15 19 25 -20 -22 -23 -24 -25 26 27 -19 29 -28
right_child=1 9 -4 4 -6 -7 7 8 -10 -11 11 -13 -14 17 16 -17 -18 18 20 -21 21 22 23 24 -26 -27 28 -29 -30 -31
leaf_value=1.3095384632227553e-05 4.7556637929076158e-05 2.5930439987860155e-05 -3.384367321359605e-05 -2.7333474729228049e-05 -2.048144888533443e-05 2.8992694191401824e-05 1.7750668650313111e-05 1.5389554374407801e-05 -1.8305136362821366e-05 -1.6916163377058893e-05 -8.2758329120803293e-05 -1.6564525677771914e-05 2.4374938387457712e-05 2.3918065417092296e-05 -2.1090190297400115e-05 5.1333734154468409e-06 6.1448379385637962e-05 -1.6654527124566293e-05 3.484744691945707e-05 3.7243446188637919e-05 -4.9186231594181413e-05 -3.1542747102422357e-05 3.5110801524173111e-05 2.970675682046844e-05 -4.8424481409180229e-06 -2.2925406002257426e-05 1.900560474619579e-07 5.5986442479479593e-05 -2.8079337425879203e-05 2.0682315349212763e-05
leaf_weight=30 21 20 28 26 32 25 22 21 38 23 22 23 24 25 25 35 20 28 20 28 21 36 22 21 311 31 2056 25 24 38
leaf_count=30 21 20 28 26 32 25 22 21 38 23 22 23 24 25 25 35 20 28 20 28 21 36 22 21 311 31 2056 25 24 38
internal_value=0 4.06316e-07 -5.30595e-06 -1.1871e-06 -3.79975e-06 2.44297e-07 -6.47262e-06 2.23459e-07 -6.31211e-06 6.22726e-08 1.99052e-07 1.7525e-08 1.53153e-07 -5.53555e-08 -9.20885e-06 -2.87897e-05 1.55936e-05 2.92245e-07 7.02817e-08 7.92934e-07 -3.66873e-06 -5.543e-06 -3.19298e-06 -3.09949e-07 -2.65711e-06 3.2944e-07 6.61499e-07 1.76101e-05 2.37384e-07 5.61931e-07
internal_weight=0 2899 222 194 164 132 107 81 59 2878 2855 2835 2812 2788 102 57 45 2686 2661 2230 431 411 390 354 332 2202 2171 53 2118 2094
internal_count=3121 2899 222 194 164 132 107 81 59 2878 2855 2835 2812 2788 102 57 45 2686 2661 2230 431 411 390 354 332 2202 2171 53 2118 2094
is_linear=0
shrinkage=0.1


Tree=4636
num_leaves=31
num_cat=0
split_feature=402 402 1204 132 15 393 50 0 0 1212 52 1204 394 390 43 43 16 16 43 16 12 43 16 401 401 133 14 12 147 147
split_gain=6.60663e-07 1.21316e-06 6.1891e-07 1.05933e-06 2.38808e-05 1.00911e-05 2.45607e-06 7.04432e-07 1.75611e-06 8.07645e-07 1.06837e-06 8.89621e-07 6.64718e-07 2.83457e-06 7.21619e-07 2.14462e-06 3.95511e-06 5.89568e-06 1.45315e-06 3.41439e-06 5.14047e-06 2.81546e-06 1.91946e-06 1.54814e-06 1.71572e-06 1.08087e-06 1.0549e-06 2.99696e-06 2.65909e-06 1.99422e-06
threshold=0.31278000000000006 0.15960500000000002 0.057120000000000011 -0.083284999999999984 0.091915000000000011 0.12679500000000002 0.09227500000000001 -0.073309999999999986 -0.082084999999999977 0.055770000000000007 0.086450000000000013 -0.0076699999999999989 -0.11103499999999998 0.090205000000000007 0.13895500000000002 0.084740000000000024 -0.23935499999999996 -0.046599999999999996 0.055925000000000009 -0.061854999999999993 0.096210000000000004 0.05259500000000001 -0.087989999999999985 -0.41128499999999996 -0.099524999999999988 0.093615000000000018 0.078235000000000013 0.087075000000000014 0.099730000000000027 0.093875000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 12 7 8 9 10 11 -1 -5 14 15 18 -17 -18 21 20 22 23 -20 -14 -25 -16 28 -28 29 -26
right_child=-2 -3 -4 5 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 25 16 17 -19 19 -21 -22 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-1.4935125652202161e-05 1.7677239797887436e-05 -2.4669064255249396e-05 -1.503403614656741e-05 1.367889493306191e-05 0.00010552081806632817 -7.1105366914707714e-05 -3.3935285977349853e-05 -1.6733863908898046e-05 2.8394271209270468e-05 -1.8772761980775009e-05 1.9399310258449989e-05 9.4838577219888985e-06 2.6711654605936601e-05 -3.7508625982809466e-05 3.4009586630700765e-06 7.2720690540580378e-06 -7.6378441226552249e-05 -4.7444750870690103e-06 -3.0280877278225186e-07 4.9385363417968627e-05 -4.0263295654767721e-05 -3.7368835952520387e-05 3.9289635962632026e-05 -2.8395090824536357e-05 5.7187049058622703e-07 2.7819063904065513e-05 1.6475105789700488e-06 -4.2381954753264756e-05 2.7279816743897311e-05 -2.7280997094819142e-05
leaf_weight=37 21 20 27 36 22 20 25 22 22 24 25 25 22 20 103 41 20 27 24 20 20 20 25 21 2273 22 52 22 37 26
leaf_count=37 21 20 27 36 22 20 25 22 22 24 25 25 22 20 103 41 20 27 24 20 20 20 25 21 2273 22 52 22 37 26
internal_value=0 -1.1975e-07 3.96613e-08 1.72969e-07 7.17098e-06 -3.22856e-07 -4.84956e-06 -1.58308e-07 2.58351e-06 -2.53213e-06 1.94804e-06 -5.08876e-06 1.77197e-07 3.29334e-09 2.7365e-07 -7.65814e-08 -1.54263e-05 -3.5227e-05 4.50653e-07 1.30047e-05 2.45953e-06 -1.14871e-09 1.98974e-05 3.03521e-07 6.45329e-08 7.69855e-06 3.12521e-07 -1.14423e-05 6.84893e-07 2.56875e-07
internal_weight=0 3100 3080 3053 202 2851 180 155 133 111 87 62 2831 2795 2775 2650 88 47 2562 89 69 2473 49 2453 2431 125 2410 74 2336 2299
internal_count=3121 3100 3080 3053 202 2851 180 155 133 111 87 62 2831 2795 2775 2650 88 47 2562 89 69 2473 49 2453 2431 125 2410 74 2336 2299
is_linear=0
shrinkage=0.1


Tree=4637
num_leaves=31
num_cat=0
split_feature=50 132 1211 44 0 0 1211 49 49 472 2 1 2 13 12 1455 12 399 1204 403 401 401 1213 1213 1213 1212 43 1213 2 1212
split_gain=6.62191e-07 1.79273e-05 1.23091e-05 1.23567e-06 3.74611e-06 1.90497e-06 1.20456e-06 1.19616e-06 3.09431e-06 2.64566e-06 1.6392e-06 5.18768e-06 3.58803e-06 1.94685e-06 1.94127e-06 1.1974e-06 2.04e-06 1.08601e-06 2.38276e-06 1.0878e-06 1.68458e-06 9.14629e-07 1.11304e-06 5.84203e-06 3.50481e-06 6.36651e-06 3.46272e-06 6.22899e-06 4.46714e-06 2.57133e-06
threshold=0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.099360000000000018 -0.14226499999999997 -0.097024999999999986 0.11986000000000001 0.08610000000000001 0.093350000000000002 -0.078554999999999986 0.085785000000000014 0.087865000000000013 0.090310000000000015 -0.084319999999999992 0.096075000000000008 0.078065000000000009 0.092465000000000006 0.091255000000000017 -0.074224999999999985 0.62200000000000011 0.13607500000000003 0.12006000000000001 -0.090324999999999989 -0.087969999999999979 -0.085284999999999986 -0.087464999999999987 -0.0047449999999999992 -0.14366999999999999 0.084985000000000019 -0.068509999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -6 17 9 -9 -7 11 -11 -12 -13 -15 16 -14 19 -19 20 21 22 26 -24 -25 -26 28 -28 -1 -27
right_child=1 2 -4 -5 5 7 -8 8 -10 10 12 13 15 14 -16 -17 -18 18 -20 -21 -22 -23 23 24 25 29 27 -29 -30 -31
leaf_value=-4.4627988002806282e-05 9.1563253871837253e-05 4.5529935869126353e-05 -7.5687945268111353e-05 -1.8005657732199046e-05 -2.7180287699073756e-05 -3.2407547256628858e-05 -2.0495497201409309e-05 4.7560841256286257e-05 1.2341748298121789e-06 5.1613163065247552e-05 -3.1000570260013257e-05 -2.6801379917742454e-05 -2.4340411757640097e-05 2.2549660535822535e-05 -1.4600820842050863e-05 2.6294441522622949e-05 1.7564738300279714e-05 -3.985068497058819e-05 -1.1066686535119326e-06 -1.9598504721735873e-05 2.6588583629442538e-05 -1.9880793621743344e-05 -5.1606797656363189e-05 3.1127094583401531e-05 -5.0507615727838137e-05 3.4252257385312326e-05 -7.8728493463131605e-07 6.4567975525278606e-05 1.3407209492773595e-05 -9.8212307357342377e-08
leaf_weight=21 22 21 21 26 21 22 30 21 46 26 35 20 21 39 22 24 26 22 57 28 24 23 22 36 25 22 35 25 36 2302
leaf_count=21 22 21 21 26 21 22 30 21 46 26 35 20 21 39 22 24 26 22 57 28 24 23 22 36 25 22 35 25 36 2302
internal_value=0 3.72988e-06 -1.21216e-06 3.01485e-06 4.60361e-06 1.94276e-06 -5.68846e-07 3.96787e-06 1.57545e-05 6.0744e-07 4.01744e-06 1.27489e-05 -4.7964e-06 2.73964e-07 9.15113e-06 8.12114e-06 -1.15884e-06 -3.45619e-07 -1.18961e-05 5.47373e-09 2.18975e-07 -2.9502e-08 1.51393e-07 -3.11591e-07 1.61572e-07 -3.12995e-07 9.67621e-06 2.64441e-05 -7.97418e-06 2.26964e-07
internal_weight=0 413 391 370 344 323 2708 302 67 235 213 107 106 81 61 71 47 2678 79 2599 2571 2547 2524 2407 2385 2349 117 60 57 2324
internal_count=3121 413 391 370 344 323 2708 302 67 235 213 107 106 81 61 71 47 2678 79 2599 2571 2547 2524 2407 2385 2349 117 60 57 2324
is_linear=0
shrinkage=0.1


Tree=4638
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 393 2 132 52 399 46 46 1426 120 1 42 1212 9 33 9 1213 42 12 1213 1427 1186 129 394 12 401 1213
split_gain=8.0137e-07 4.33195e-06 2.97548e-06 1.72153e-06 1.01409e-06 6.82654e-07 2.60073e-06 1.04803e-06 6.94591e-07 6.59397e-07 9.19459e-07 8.47325e-07 7.056e-07 1.20757e-06 1.94098e-06 1.02922e-06 1.0245e-06 2.40222e-06 1.56427e-06 9.70646e-07 2.96143e-06 3.31303e-06 2.04209e-06 9.03905e-07 9.19292e-07 1.15699e-06 2.001e-06 1.09236e-06 8.30768e-06 6.71485e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.10277000000000001 0.089320000000000024 -0.41094499999999995 0.08568000000000002 0.085965000000000014 0.10987500000000001 0.083550000000000013 -0.094284999999999994 0.093680000000000013 0.16540500000000002 0.15665000000000004 -0.52517999999999987 0.092890000000000014 -0.012019999999999998 0.085555000000000006 -0.24064499999999997 0.092860000000000012 0.088795000000000013 -0.15413999999999997 0.094435000000000005 0.089315000000000019 -0.077709999999999987 -0.10421499999999999 0.088245000000000004 0.10022000000000002 -0.082994999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -7 8 -1 10 11 -3 13 14 15 -13 17 -17 19 20 21 -19 -21 24 25 -24 -27 28 -28 -29
right_child=1 9 -4 -5 -6 6 -8 -9 -10 -11 -12 12 -14 -15 -16 16 -18 18 -20 22 -22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-1.2652799110431566e-05 4.5697067097145399e-05 1.9704385175083936e-05 -3.8289141826680864e-05 -2.8729052562647708e-05 1.9795055949054169e-05 3.2163441013229506e-05 -1.0334347487312497e-05 -2.2366627714897431e-05 9.3097736175372541e-06 1.7359512325624976e-05 -1.8385928328994112e-05 2.1759720344892811e-05 -1.8259157306082279e-05 2.3475969349171713e-05 -2.6726342295862398e-05 -3.1044572075188629e-05 1.6133920255994712e-05 -3.1313782466017515e-06 2.5513577217376833e-05 2.8630124525079737e-05 1.8991045690406531e-05 -5.5285523172815803e-05 -2.1463660008381479e-05 1.9223525348858554e-05 1.7741990065392851e-05 2.6815875470573603e-05 -1.354740214888735e-06 4.3678462243651915e-05 -5.8434523319962102e-05 3.2652937135297249e-07
leaf_weight=24 21 22 25 21 26 24 36 30 36 22 27 22 21 22 27 25 39 29 24 25 22 21 26 24 28 27 1322 37 26 1040
leaf_count=24 21 22 25 21 26 24 36 30 36 22 27 22 21 22 27 25 39 29 24 25 22 21 26 24 28 27 1322 37 26 1040
internal_value=0 4.43423e-07 -5.79052e-06 -1.66633e-06 1.56275e-06 -1.59752e-06 6.66477e-06 -7.10571e-06 5.24745e-07 1.13219e-07 -1.96303e-08 1.55658e-07 2.44372e-09 1.40094e-07 -4.56474e-08 2.17553e-07 4.29937e-08 -1.91515e-07 9.94415e-08 -1.32739e-07 -1.15834e-05 -2.50361e-05 1.8994e-07 -9.10896e-08 -2.76066e-07 -4.7966e-07 -2.57154e-07 -5.58586e-07 -2.45569e-06 1.81587e-06
internal_weight=0 2899 222 197 176 150 60 90 60 2878 2856 2829 2807 2786 2764 2737 2715 2676 2651 2627 72 50 2555 2530 2506 2478 2452 2425 1348 1077
internal_count=3121 2899 222 197 176 150 60 90 60 2878 2856 2829 2807 2786 2764 2737 2715 2676 2651 2627 72 50 2555 2530 2506 2478 2452 2425 1348 1077
is_linear=0
shrinkage=0.1


Tree=4639
num_leaves=31
num_cat=0
split_feature=1211 43 401 401 133 12 1211 1210 133 133 1208 403 403 130 40 42 483 479 481 157 1447 2 1447 1447 1211 15 1212 15 1203 15
split_gain=6.62561e-07 1.81824e-06 1.05569e-06 2.1494e-06 1.70665e-06 5.19835e-06 1.23562e-06 1.09467e-06 9.91813e-07 1.58229e-06 1.95435e-06 2.95972e-06 2.0923e-06 1.00583e-06 1.4291e-06 1.29637e-06 9.38457e-07 1.01271e-06 9.65366e-07 8.80491e-07 8.03962e-07 2.54877e-06 2.45312e-06 2.5682e-06 9.16999e-07 1.55329e-06 9.33985e-07 2.0779e-06 1.74769e-06 3.00013e-06
threshold=0.11716500000000001 0.062770000000000006 -0.46360499999999999 -0.13200999999999999 0.51114000000000004 0.093765000000000015 0.10809000000000001 0.24726500000000004 0.41553500000000004 0.40945500000000007 0.092250000000000013 -0.5335399999999999 -0.51385999999999987 -0.23123999999999997 -0.24290999999999999 0.15021500000000002 -0.47181499999999993 0.11469500000000001 0.11290000000000001 -0.52541999999999989 -0.086849999999999997 0.086285000000000014 -0.085709999999999995 -0.084334999999999979 0.087635000000000005 0.08517000000000001 0.10321500000000002 0.092145000000000019 0.089745000000000019 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 7 8 9 10 11 -5 -13 -14 -15 16 -16 18 19 -18 21 -21 -22 -24 26 -26 28 -28 -25 -30
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11 -12 12 13 14 15 -17 17 -19 -20 20 22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=-1.9877914962341528e-05 2.550485462506913e-05 -1.2706393663393102e-05 2.5365657999524657e-05 2.8693935524238949e-05 1.6126546050881664e-05 -5.2688816336028494e-05 -2.4175673145994855e-05 2.1437011112842205e-05 -2.0691306370123209e-05 2.3398107610962047e-05 -2.4273422001318648e-05 -3.2391437653132012e-05 2.241389173263997e-05 -2.6726983996923085e-05 1.7481278622047588e-05 2.2768940991227283e-05 -1.9797618164296224e-05 -2.2722335179423682e-05 1.9829587059424134e-05 -1.5074423701029762e-05 -2.6709213819101155e-05 2.7102469290471882e-05 3.121460753251225e-05 -5.8005373085618391e-07 -4.1109206758197361e-06 2.9505144946732025e-05 -5.1920108979594753e-06 3.7681535013689432e-05 6.3132528407550132e-06 -4.7804168519048418e-05
leaf_weight=27 33 20 33 36 21 23 21 24 23 29 33 20 20 20 30 25 23 20 24 23 35 38 26 2352 28 27 26 20 20 21
leaf_count=27 33 20 33 36 21 23 21 24 23 29 33 20 20 20 30 25 23 20 24 23 35 38 26 2352 28 27 26 20 20 21
internal_value=0 1.10855e-05 -1.91502e-07 -1.6713e-08 -2.95176e-07 -1.98451e-05 -4.96137e-09 1.67511e-07 -7.36712e-09 1.56904e-07 -7.81827e-08 2.03554e-07 -1.63012e-07 6.90138e-08 -9.3023e-08 1.01527e-07 -1.0735e-07 -3.04018e-07 -1.35649e-07 -3.1722e-07 -1.45947e-07 1.11997e-05 -4.16822e-07 -5.16498e-08 -3.77601e-07 1.23915e-05 -6.65548e-07 1.34487e-05 -9.36861e-07 -2.14054e-05
internal_weight=0 53 3068 3041 3008 44 2964 2943 2919 2896 2867 2834 2798 2778 2758 2738 2713 2683 2663 2639 2616 61 2555 2520 2494 55 2439 46 2393 41
internal_count=3121 53 3068 3041 3008 44 2964 2943 2919 2896 2867 2834 2798 2778 2758 2738 2713 2683 2663 2639 2616 61 2555 2520 2494 55 2439 46 2393 41
is_linear=0
shrinkage=0.1


Tree=4640
num_leaves=31
num_cat=0
split_feature=401 401 43 1209 13 1209 1209 1211 43 1212 1212 1211 132 132 120 42 52 16 43 42 1210 401 402 1456 133 153 33 3 1454 41
split_gain=6.8018e-07 1.01665e-06 2.39008e-06 1.47548e-06 4.99905e-06 1.56338e-06 9.8891e-07 7.48819e-07 1.86262e-06 1.34385e-06 1.33958e-06 1.58224e-06 9.83118e-07 1.06419e-06 1.9766e-06 1.32542e-06 6.38177e-06 2.73193e-06 2.62522e-06 1.79104e-06 1.90189e-06 1.36243e-06 1.28708e-06 1.19491e-06 1.97523e-06 1.28445e-06 9.97756e-07 1.08746e-06 3.86835e-06 2.4545e-06
threshold=0.13837000000000002 0.11769000000000002 -0.0098449999999999979 -0.085894999999999985 -0.052719999999999996 -0.069599999999999981 -0.025744999999999997 0.11716500000000001 0.062770000000000006 0.11796000000000001 0.10909000000000001 0.10406000000000001 -0.43443999999999999 -0.41094499999999995 0.09852000000000001 0.12074000000000001 0.10744000000000002 -0.079734999999999986 -0.029804999999999995 0.11747 -0.094799999999999982 -1.0000000180025095e-35 -0.42072999999999994 0.11510000000000002 0.088625000000000009 0.082840000000000011 -0.044254999999999996 -0.094874999999999987 0.10518000000000001 0.08690500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 -7 9 -9 10 11 12 -8 -14 15 19 17 18 -17 20 -15 -22 -23 25 -25 26 -24 -28 29 -29
right_child=-2 2 -4 5 -6 6 7 8 -10 -11 -12 -13 13 14 -16 16 -18 -19 -20 -21 21 22 23 24 -26 -27 27 28 -30 -31
leaf_value=1.2468653100465114e-05 -1.7936439222207161e-05 3.1269270444056474e-05 -1.0992571206652034e-05 2.2858491089815898e-05 -5.5225204760063208e-05 -2.1708314324357723e-05 -2.0489519754293092e-05 2.7961979056575123e-05 -1.1435754086051021e-05 -2.0204666372702571e-05 2.3617308049021327e-05 -2.6821530693930322e-05 2.2696623859376686e-05 2.4797183452333673e-05 -2.9754900970146993e-05 -4.4529646573892022e-05 6.2128461704560325e-05 2.0475501378314222e-05 5.5292334702078898e-06 -2.7267894298195944e-05 -2.1306459457264283e-05 2.2707420619553888e-05 2.2105797770564096e-05 -5.1675085387614677e-06 3.9276052684726896e-05 -2.2920144656382038e-05 3.9679594795604817e-06 -5.1188209708564635e-07 -4.5106157704140062e-05 -3.2688373289602167e-05
leaf_weight=24 21 32 23 30 20 21 23 30 20 33 24 22 21 31 22 20 20 32 22 24 30 25 20 20 20 25 477 1945 20 24
leaf_count=24 21 32 23 30 20 21 23 30 20 33 24 22 21 31 22 20 20 32 22 24 30 25 20 20 20 25 477 1945 20 24
internal_value=0 1.21504e-07 1.35961e-05 -1.21881e-07 -1.83013e-05 1.44662e-07 -8.46936e-08 6.92372e-08 1.22029e-05 -1.39964e-07 9.09869e-08 -1.07617e-07 1.00715e-07 2.6997e-07 1.00377e-07 3.38786e-07 1.20089e-05 -1.53694e-06 -1.83083e-05 -7.34611e-08 1.74042e-07 -1.18865e-07 1.27885e-07 -9.33967e-08 1.70543e-05 -3.66557e-07 -1.39751e-07 -3.2017e-07 -1.34854e-06 -9.04079e-07
internal_weight=0 3100 55 3045 44 3001 2971 2950 50 2900 2867 2843 2821 2798 2777 2755 94 74 42 2661 2637 2606 2576 2551 40 2511 2486 2466 1989 1969
internal_count=3121 3100 55 3045 44 3001 2971 2950 50 2900 2867 2843 2821 2798 2777 2755 94 74 42 2661 2637 2606 2576 2551 40 2511 2486 2466 1989 1969
is_linear=0
shrinkage=0.1


Tree=4641
num_leaves=31
num_cat=0
split_feature=402 1212 46 44 1454 12 47 0 47 0 9 0 47 97 34 9 3 1 43 393 47 484 47 4 43 148 447 147 16 2
split_gain=6.96805e-07 1.1119e-06 6.18697e-07 2.16054e-06 8.72546e-07 2.79465e-06 6.70189e-07 4.60129e-06 1.69642e-05 4.12842e-06 2.63777e-06 8.09154e-06 1.97978e-06 1.64271e-06 1.6359e-06 1.33126e-06 3.53913e-06 1.24992e-06 1.18371e-06 1.05592e-06 9.58336e-07 1.66544e-06 1.03553e-06 1.39308e-06 9.98075e-07 9.4567e-07 1.33998e-06 9.74626e-07 1.00525e-06 2.79002e-06
threshold=0.31278000000000006 0.15049500000000002 0.084955000000000017 0.10049500000000001 0.10642000000000001 0.089085000000000011 0.092165000000000011 -0.10224499999999999 0.10589000000000001 -0.095504999999999993 -0.013509999999999999 -0.093039999999999984 0.089640000000000011 -0.082584999999999978 -0.080814999999999984 0.08925000000000001 -0.014944999999999998 0.111945 -0.11720999999999999 0.12679500000000002 0.097970000000000015 -0.078424999999999981 0.12033500000000001 -0.0096849999999999974 -0.053764999999999993 -0.10069499999999999 0.094580000000000011 0.097430000000000003 -0.51370499999999997 0.10613000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 10 8 -8 -9 11 -1 14 -13 -12 19 -17 -10 -11 25 -20 -22 23 -23 -24 -16 27 28 29 -27
right_child=-2 -3 3 -5 5 -7 7 9 17 18 12 13 -14 -15 15 16 -18 -19 20 -21 21 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=7.1765757023794808e-05 1.8154316265801236e-05 -2.3055284102502769e-05 3.6330300908957724e-05 -7.0340434814608202e-06 -3.9554946322988891e-05 9.7880738583929396e-06 -0.00010472822970768903 4.0400985492484472e-05 -1.7736404000364322e-05 -2.5055054684344218e-05 -2.3751064275399717e-05 1.178468670005737e-05 -2.7988462155917658e-05 -2.290604699651123e-05 1.7665311749321217e-05 4.1264325321848179e-05 -1.2116754710998224e-05 1.2663042726719715e-05 -1.5677419020600307e-05 2.0276844225008972e-05 -1.8504817252404691e-05 5.2350263141912975e-06 -1.8373782197820466e-05 3.2704693579338104e-05 1.2492187938732968e-05 5.0921399922183974e-06 -2.3230643542774489e-05 2.2023900601197966e-05 2.1439601279134879e-07 -3.5038877180113558e-05
leaf_weight=21 21 21 20 27 22 24 20 26 21 20 28 39 25 21 30 27 23 38 30 26 27 48 22 30 20 41 25 20 2328 30
leaf_count=21 21 21 20 27 22 24 20 26 21 20 28 39 25 21 30 27 23 38 30 26 27 48 22 30 20 41 25 20 2328 30
internal_value=0 -1.22976e-07 3.3431e-08 1.14189e-05 -1.43058e-07 -1.38108e-05 6.74958e-08 -4.39874e-06 -2.51371e-05 2.94805e-06 5.7003e-07 1.83414e-05 1.70206e-08 -3.5707e-07 2.88602e-07 5.52567e-07 1.6709e-05 1.8429e-06 -1.99498e-06 2.29438e-07 6.10678e-07 3.93478e-06 8.98369e-06 1.58003e-05 -3.6757e-06 1.87537e-08 -1.97857e-07 4.01833e-08 -1.43091e-07 -1.18646e-05
internal_weight=0 3100 3079 47 3032 46 2986 302 79 223 2684 81 2603 60 2578 2550 50 59 197 2500 177 147 120 78 42 2474 2444 2419 2399 71
internal_count=3121 3100 3079 47 3032 46 2986 302 79 223 2684 81 2603 60 2578 2550 50 59 197 2500 177 147 120 78 42 2474 2444 2419 2399 71
is_linear=0
shrinkage=0.1


Tree=4642
num_leaves=31
num_cat=0
split_feature=1209 43 1209 42 1213 1211 1211 132 15 1203 133 401 4 1210 1213 2 402 481 481 133 1447 3 159 481 1453 1210 129 401 1213 129
split_gain=6.151e-07 5.39585e-06 9.65485e-07 5.11407e-06 7.38667e-07 7.91098e-07 1.76145e-06 1.12504e-06 5.32369e-06 1.99196e-06 1.35246e-06 9.47055e-07 3.47585e-06 2.09519e-06 8.61739e-07 8.83772e-06 4.10064e-06 2.09932e-06 1.87635e-05 8.38155e-06 7.63825e-06 2.04633e-06 1.94593e-06 1.78805e-06 1.39689e-06 1.2768e-06 8.22159e-07 8.72353e-07 4.72567e-06 3.34189e-06
threshold=-0.087714999999999987 -0.0047449999999999992 -0.065739999999999979 0.092145000000000019 0.51258500000000007 0.11986000000000001 0.11048500000000001 -0.083284999999999984 0.091475000000000015 0.087075000000000014 -0.0084449999999999994 -0.06959499999999999 -0.07168999999999999 0.15724500000000002 0.04198000000000001 0.083865000000000009 0.094750000000000015 -0.087234999999999993 -0.085749999999999979 0.087495000000000003 0.050705000000000007 -0.080484999999999987 0.11576000000000002 -0.081614999999999979 -0.084874999999999992 -0.14310999999999999 -0.082304999999999975 0.10632500000000002 -0.41776999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 8 -4 11 -11 12 -9 14 17 -16 21 19 -19 20 22 -17 -13 -20 -25 -26 -27 29 -29 -28
right_child=2 -3 4 -5 -6 -7 -8 9 -10 10 -12 13 -14 -15 15 16 -18 18 23 -21 -22 -23 -24 24 25 26 27 28 -30 -31
leaf_value=-1.5166875186878315e-05 1.5769691519660857e-05 5.0068485047848385e-05 -1.0339317491441331e-06 -4.9740067598494613e-05 1.8728707540763677e-05 -1.5983722348591396e-05 2.4182652080829335e-05 -9.9071135816932215e-06 -4.7805039998901781e-05 3.3980706662803106e-05 3.4400633953266847e-06 3.1758607476788439e-05 4.5543711967184211e-05 -3.1002490041745747e-05 5.8605434511533808e-05 2.1352484382077818e-05 -3.838116930897481e-05 -9.5114377481444361e-05 2.1640594575335462e-05 6.9935055493953685e-05 -5.1194197616992328e-05 -1.558284869436951e-05 -6.9569658262480519e-06 -2.5595581068542249e-05 -2.0112521707460476e-05 1.8037257417745421e-05 -4.1209191840607674e-05 -2.4607709168445911e-05 3.4220179408192866e-05 -1.4356386438674371e-07
leaf_weight=32 26 21 186 22 21 31 30 26 28 29 29 37 20 22 27 40 28 21 37 21 22 24 20 22 32 25 20 22 36 2164
leaf_count=32 26 21 186 22 21 31 30 26 28 29 29 37 20 22 27 40 28 21 37 21 22 24 20 22 32 25 20 22 36 2164
internal_value=0 1.06811e-05 -1.84515e-07 -1.42556e-05 3.91319e-08 -9.17388e-08 7.42489e-08 -1.71923e-07 -7.15352e-06 3.76558e-07 1.87104e-05 -2.23026e-08 1.42019e-05 -2.72041e-07 -1.18142e-08 8.30071e-06 -6.46263e-06 -4.10842e-07 -1.00747e-06 1.37829e-05 -1.14358e-06 7.50173e-06 1.81742e-05 -1.69368e-07 -5.17049e-07 -2.77063e-07 2.92556e-09 -1.98171e-07 1.19062e-05 -5.19623e-07
internal_weight=0 53 3068 48 3020 2999 2968 2938 214 2724 58 2666 46 2620 2598 119 92 2479 2379 100 79 64 57 2358 2321 2299 2267 2242 58 2184
internal_count=3121 53 3068 48 3020 2999 2968 2938 214 2724 58 2666 46 2620 2598 119 92 2479 2379 100 79 64 57 2358 2321 2299 2267 2242 58 2184
is_linear=0
shrinkage=0.1


Tree=4643
num_leaves=31
num_cat=0
split_feature=132 1211 132 15 390 133 39 33 12 47 9 1 47 1 47 15 43 1366 41 12 151 12 484 475 150 151 156 484 2 3
split_gain=7.32855e-07 1.72558e-05 1.036e-05 1.81963e-06 7.33729e-07 1.82485e-06 6.98631e-07 3.05751e-06 1.65118e-06 1.06157e-06 6.35259e-06 1.11012e-05 6.2104e-06 1.42686e-06 4.85432e-06 2.87189e-06 1.37041e-06 1.30311e-06 1.30053e-06 3.22298e-06 1.22615e-06 9.54693e-07 8.87686e-07 7.58582e-06 5.3972e-06 4.4534e-06 3.54152e-06 3.13253e-06 6.7551e-06 4.68519e-06
threshold=-0.083284999999999984 0.085535000000000014 -0.076764999999999986 0.092400000000000024 0.087590000000000015 -0.089569999999999983 -1.0000000180025095e-35 -0.012019999999999998 -0.015429999999999998 0.094160000000000008 0.088235000000000022 0.12000500000000001 0.096850000000000006 0.099990000000000009 0.107145 -0.15026499999999995 -0.078139999999999973 -0.082814999999999986 0.086565000000000017 0.087075000000000014 -0.089594999999999994 0.087995000000000004 0.086135000000000017 -0.085684999999999997 0.085075000000000026 -0.50641499999999995 0.089090000000000016 0.090535000000000018 0.11474000000000002 -0.087909999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 6 -6 8 -8 -4 10 17 -12 -11 15 -15 -14 -16 -9 22 -20 -17 -22 25 -24 27 -19 -26 -25 29 -29
right_child=2 -3 4 -5 5 -7 7 9 -10 12 11 -13 13 14 16 20 -18 18 19 -21 21 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=3.0389228988664322e-07 -7.0403882758303857e-05 9.4121722710269751e-05 -4.1872115675247306e-06 -2.8547918300318998e-05 3.4989194309673623e-05 -7.2174310237945365e-06 -3.3810782972270518e-05 2.2335988321104269e-05 3.075027766499261e-05 5.4471092911020004e-05 -9.3650254243584654e-05 2.531845141978314e-06 -3.8766722671267501e-05 5.2236933710706326e-05 -1.9190498343440205e-05 -1.72173128301158e-05 5.8389366192557193e-06 -4.8154259025068315e-05 3.6789360898789413e-05 -1.3602259109161837e-05 1.8792949033406724e-05 -6.8159152154597297e-06 5.62419427716612e-05 3.3139800037436848e-05 -5.9433842904147005e-05 -7.3955353565357675e-07 -1.8964140326716008e-06 5.4791243383078839e-05 -4.3952219656213339e-05 1.6812393304072821e-06
leaf_weight=174 21 20 31 25 20 21 27 26 24 24 20 30 23 21 28 26 100 20 30 22 37 24 26 36 23 2076 20 20 28 98
leaf_count=174 21 20 31 25 20 21 27 26 24 24 20 30 23 21 28 26 100 20 30 22 37 24 26 36 23 2076 20 20 28 98
internal_value=0 5.57815e-06 -4.20944e-07 -3.32071e-06 8.91716e-08 1.33712e-05 -1.02576e-07 -3.22987e-07 1.10582e-05 4.849e-09 -6.58562e-07 -3.5941e-05 5.80676e-06 1.29733e-06 7.67473e-06 -7.34116e-06 3.63748e-07 6.89111e-08 -1.72416e-07 1.54698e-05 9.66747e-07 8.71733e-06 -5.18985e-07 5.10096e-06 -8.08665e-07 -1.19198e-06 -3.26722e-05 6.71954e-06 2.0496e-07 1.06829e-05
internal_weight=0 219 2902 199 2881 41 2840 2785 55 2758 2475 50 283 259 149 110 128 2425 2399 52 87 61 2347 251 225 2096 43 182 146 118
internal_count=3121 219 2902 199 2881 41 2840 2785 55 2758 2475 50 283 259 149 110 128 2425 2399 52 87 61 2347 251 225 2096 43 182 146 118
is_linear=0
shrinkage=0.1


Tree=4644
num_leaves=31
num_cat=0
split_feature=1420 157 1429 1429 151 157 151 1429 1375 157 2 1 133 157 474 1420 1420 123 45 11 33 9 16 47 47 13 47 47 151 13
split_gain=6.15537e-07 1.88943e-06 6.58495e-07 5.14458e-06 4.89787e-06 3.56108e-06 7.77354e-06 1.88199e-06 1.47775e-06 1.63597e-06 1.55067e-06 2.70812e-06 1.89917e-06 1.39033e-06 1.53186e-06 1.09824e-06 1.74423e-06 1.05314e-06 9.92775e-07 5.15143e-06 1.68635e-06 1.06345e-06 1.68869e-06 1.01e-06 4.59057e-06 5.25696e-06 3.35964e-06 1.64119e-06 1.21166e-06 2.80716e-06
threshold=0.056520000000000008 0.63397500000000007 0.083715000000000026 0.083925000000000013 -0.54526999999999981 -0.087424999999999989 -0.089594999999999994 0.032755000000000006 0.084665000000000018 -0.082819999999999991 0.10381000000000001 0.10887500000000001 0.087625000000000022 -0.071119999999999989 0.087265000000000023 -0.08341999999999998 -0.07737999999999999 0.11679000000000002 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.089995000000000006 -0.40995499999999996 0.092165000000000011 0.097970000000000015 -0.016469999999999995 0.089640000000000011 0.10254000000000001 -0.10737499999999998 -0.011914999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 -7 15 9 -8 12 -12 13 14 -11 -6 -17 18 19 -18 -21 23 -23 26 25 -25 28 -26 29 -22
right_child=-2 -3 3 5 7 6 8 -9 -10 10 11 -13 -14 -15 -16 16 17 -19 -20 20 21 22 -24 24 27 -27 -28 -29 -30 -31
leaf_value=4.9670011785565298e-05 -1.6298853069715933e-05 3.0757845343032388e-05 -5.1174591565293009e-05 -4.0877288029150805e-05 2.200888645703621e-05 5.6844068027809649e-05 -3.2955910363679798e-05 -2.7875664117497462e-05 2.0707962076730013e-05 9.6975458760543027e-07 -4.579541811835952e-05 6.2441491490972118e-06 2.8059896991787054e-05 1.4880222883780686e-05 -3.3533114120390654e-05 -2.9358003121160437e-05 4.9607568728658543e-05 1.7516421415036476e-05 -1.6921890858825734e-05 -2.707651509927414e-05 -3.388548868362052e-06 -3.1928185535434754e-07 3.6175263327701643e-05 -1.843964216299182e-06 2.3785553476045608e-05 -7.3480488063069066e-05 3.9386765373902479e-05 -3.4370978359848524e-06 -2.7161620239605273e-07 3.9031517885982443e-05
leaf_weight=20 23 20 22 20 23 24 21 24 22 31 20 20 24 26 22 20 21 35 34 23 39 32 21 21 25 20 22 194 2226 26
leaf_count=20 23 20 22 20 23 24 21 24 22 31 20 20 24 26 22 20 21 35 34 23 39 32 21 21 25 20 22 194 2226 26
internal_value=0 1.20997e-07 -7.80729e-08 -4.97618e-06 3.58701e-07 -5.57197e-07 3.28281e-06 7.23005e-09 -3.62832e-06 -6.89294e-06 -3.06551e-06 -1.97756e-05 3.42386e-06 -4.06051e-06 -1.33522e-05 2.47773e-07 6.63643e-08 2.81219e-07 5.81303e-08 2.74355e-07 -1.16735e-07 1.19394e-07 1.41408e-05 -1.69426e-07 -6.07881e-06 -3.67886e-05 4.94837e-07 -3.29489e-07 1.21366e-07 1.35795e-05
internal_weight=0 3098 3078 252 2826 230 210 2806 186 164 143 40 103 79 53 2782 2759 2739 2704 2670 2649 2626 53 2573 260 41 2313 219 2291 65
internal_count=3121 3098 3078 252 2826 230 210 2806 186 164 143 40 103 79 53 2782 2759 2739 2704 2670 2649 2626 53 2573 260 41 2313 219 2291 65
is_linear=0
shrinkage=0.1


Tree=4645
num_leaves=31
num_cat=0
split_feature=44 46 1429 156 16 1 472 132 1203 394 50 47 47 16 47 47 156 9 33 1 47 391 129 133 12 484 160 160 1 15
split_gain=6.74697e-07 2.39027e-06 1.40908e-06 1.75793e-06 1.02894e-06 1.65636e-06 1.0851e-06 8.46703e-07 1.67277e-05 9.37721e-06 4.21631e-06 8.1783e-07 5.248e-06 1.14349e-05 2.53855e-06 1.16429e-06 1.14237e-06 1.13576e-06 5.86094e-06 1.57901e-06 9.13022e-07 9.77868e-07 1.6597e-06 1.59444e-06 9.39893e-07 8.97537e-07 1.17266e-06 1.40935e-06 1.04594e-06 1.661e-06
threshold=0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.63636000000000015 0.10752500000000002 -0.097514999999999977 -0.083284999999999984 0.089480000000000018 0.12358500000000001 0.097510000000000013 0.092165000000000011 0.097970000000000015 -0.056919999999999991 0.088915000000000008 0.10254000000000001 -0.092099999999999987 0.092235000000000011 -0.012019999999999998 0.13332000000000002 0.078875000000000015 -0.086514999999999981 -0.075474999999999987 -0.49970500000000001 0.086565000000000017 -0.078424999999999981 -0.014869999999999998 -0.081399999999999986 0.10727500000000002 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 -4 8 10 11 -8 14 13 -13 16 -14 -9 18 -18 -19 21 -20 -23 -24 -22 -17 27 -27 29 -28
right_child=1 -3 3 -5 5 -7 7 9 -10 -11 -12 12 15 -15 -16 25 17 19 20 -21 24 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=-2.6640409223546162e-05 3.8168194896570641e-05 -7.0955185127071932e-06 2.2664382742645796e-05 2.9539612805820075e-05 5.0795173228834759e-06 -3.4683190262347293e-05 1.7125604477600021e-06 -2.0747881490024159e-05 9.0663535229396078e-05 -6.8841069478366989e-05 -4.6798140374448849e-05 -8.5821070151921412e-05 2.1211444705841132e-05 1.5022165495214393e-05 2.9369025335957612e-05 -1.7030241211912767e-05 5.4526804524357432e-05 -3.6344519148769908e-05 -2.1101400666752441e-05 1.7005376018156921e-06 -4.8566906007576822e-07 2.8763375706830632e-05 1.8255533576967024e-05 -5.5496632073690034e-07 2.7803393110540737e-05 -4.5999894653158707e-06 -3.1188415049549736e-05 3.0230683056778132e-05 3.5423708832240662e-06 6.0159751488494552e-06
leaf_weight=20 20 28 21 20 20 22 172 26 21 20 20 23 25 22 30 32 20 20 22 24 23 20 46 2209 24 21 28 26 75 21
leaf_count=20 20 28 21 20 20 22 172 26 21 20 20 23 25 22 30 32 20 20 22 24 23 20 46 2209 24 21 28 26 75 21
internal_value=0 1.17644e-05 -1.83752e-07 -1.04363e-08 -2.05293e-07 -1.57486e-05 1.29675e-08 -1.47194e-07 5.92738e-06 -6.16503e-07 -3.34064e-06 -1.17967e-07 -5.31115e-06 -3.65199e-05 4.57413e-07 8.48483e-07 1.01066e-07 3.2618e-07 6.22469e-07 -1.55927e-05 1.62535e-07 -1.19778e-07 8.31215e-08 -1.71249e-07 1.39598e-05 -1.65927e-06 1.21717e-06 1.4668e-05 -3.88115e-06 -1.52437e-05
internal_weight=0 48 3073 3053 3033 42 2991 2970 213 2757 192 2737 273 45 2464 228 2434 2408 2364 44 2344 2297 2275 2255 47 203 171 47 124 49
internal_count=3121 48 3073 3053 3033 42 2991 2970 213 2757 192 2737 273 45 2464 228 2434 2408 2364 44 2344 2297 2275 2255 47 203 171 47 124 49
is_linear=0
shrinkage=0.1


Tree=4646
num_leaves=31
num_cat=0
split_feature=472 1429 1429 46 2 132 0 1186 2 2 14 43 15 13 15 403 1 0 0 16 1 4 3 1 49 15 43 1 12 42
split_gain=7.5271e-07 1.75067e-06 9.39862e-07 6.54993e-07 6.80981e-07 5.86086e-06 2.84178e-05 1.49622e-05 7.2935e-06 4.80354e-06 4.14689e-06 2.96422e-06 8.11638e-06 1.48531e-05 1.14247e-05 3.5427e-06 3.51882e-06 5.56473e-06 7.03786e-06 7.02704e-06 2.55935e-06 4.81903e-06 2.51479e-06 5.84126e-06 7.49468e-06 3.04924e-06 3.37031e-06 2.46879e-06 2.2412e-06 7.54899e-06
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 0.10562000000000001 0.083715000000000026 -0.083284999999999984 -0.082284999999999983 0.049580000000000006 0.082850000000000021 0.083865000000000009 0.078745000000000009 -0.0095349999999999983 -0.10203999999999998 -0.020934999999999999 -1.0000000180025095e-35 0.022375000000000003 0.085110000000000005 -0.085384999999999975 -0.080119999999999983 -0.069894999999999985 0.085760000000000017 -0.083854999999999985 -0.069009999999999974 0.10471500000000002 -0.052259999999999994 0.11728000000000001 -0.020444999999999994 0.13820500000000002 0.092855000000000007 0.090240000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 10 -6 11 20 13 -13 -14 16 -16 -18 -19 -20 21 -7 25 24 -24 26 28 -25 29 -22
right_child=1 2 3 -5 9 7 -8 -9 -10 -11 -12 12 14 -15 15 -17 17 18 19 -21 22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-1.7641354497754948e-05 2.7623211146824952e-05 -1.9379243909497748e-05 -3.3589283862966112e-05 1.6544332227870959e-05 -4.6429711833100201e-05 6.9110803120896563e-06 0.00012633572552203987 -7.9087860143298042e-05 4.6709312651829451e-05 -4.8730951746135935e-07 -4.318887248094446e-05 5.9911221089552993e-06 -6.856718308491898e-05 0.00011347311522968083 5.5550076319291078e-05 -1.8200868640526416e-05 -3.2504575321344539e-05 6.6864074207842361e-05 3.7466556153958664e-05 -4.0024875224017624e-05 -6.8873407272721213e-06 -6.0060890116022032e-05 -1.403244270715645e-06 1.1330149634528092e-05 -8.6938263312035262e-05 4.0608550724838015e-05 4.054651663387804e-05 -2.6367372376388751e-05 -1.1665198688329806e-05 4.2948905927784967e-05
leaf_weight=24 23 25 25 24 23 22 20 23 36 2163 21 36 21 20 21 34 23 25 25 22 110 21 21 71 20 22 21 23 114 42
leaf_count=24 23 25 25 24 23 22 20 23 36 2163 21 36 21 20 21 34 23 25 25 22 110 21 21 71 20 22 21 23 114 42
internal_value=0 1.36707e-07 -6.89498e-08 8.93832e-08 -4.11684e-08 2.38069e-06 3.74885e-05 3.90953e-07 2.76192e-06 -9.70693e-07 6.09391e-07 1.89758e-06 1.13351e-05 4.43775e-05 5.14178e-07 1.01856e-05 1.85057e-05 1.0317e-05 2.39961e-05 1.19397e-06 -2.50143e-06 -2.57962e-05 -2.45413e-07 -1.16314e-05 -4.31276e-05 4.72906e-06 1.97871e-06 2.10629e-06 -1.06611e-06 6.8832e-06
internal_weight=0 3097 3074 3049 3025 839 45 794 771 2186 735 714 227 56 171 150 116 95 72 47 487 43 444 135 41 309 287 94 266 152
internal_count=3121 3097 3074 3049 3025 839 45 794 771 2186 735 714 227 56 171 150 116 95 72 47 487 43 444 135 41 309 287 94 266 152
is_linear=0
shrinkage=0.1


Tree=4647
num_leaves=31
num_cat=0
split_feature=132 394 1203 1176 1185 3 394 3 393 39 33 15 47 47 9 16 47 47 1 46 47 0 41 13 131 48 42 130 39 48
split_gain=6.92889e-07 3.95412e-06 3.14933e-06 7.01708e-07 6.88652e-07 1.48815e-06 1.18327e-06 1.57637e-06 7.02809e-07 7.20394e-07 2.69307e-06 1.54728e-06 1.09742e-06 5.98404e-06 5.68918e-06 9.91606e-06 1.71386e-06 1.35722e-06 1.14211e-06 3.74266e-06 2.56465e-06 1.14397e-06 1.07442e-06 2.82688e-06 9.55338e-07 1.51115e-06 1.35773e-06 8.55899e-07 1.84849e-06 1.04518e-06
threshold=-0.083174999999999985 0.10969000000000002 0.089005000000000015 0.086510000000000017 0.085905000000000009 -0.088784999999999989 -0.089309999999999987 -0.082794999999999994 0.09389500000000002 -1.0000000180025095e-35 -0.012019999999999998 -0.093959999999999988 0.094160000000000008 0.096850000000000006 0.088235000000000022 -0.39185999999999993 0.090920000000000015 0.088195000000000009 0.099990000000000009 0.096120000000000011 0.10280000000000002 -0.089019999999999974 0.086565000000000017 -0.13710499999999998 0.096490000000000006 0.11454000000000002 0.092145000000000019 -0.22562499999999999 0.12768500000000002 0.12879500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 6 -6 7 -2 9 11 -11 -8 14 -14 16 -16 17 22 20 24 -15 -22 27 -24 25 26 -20 -12 29 -29
right_child=1 -3 -4 -5 5 -7 8 -9 -10 10 12 -13 13 18 15 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-9.5237610670058838e-07 -3.5418912259708372e-05 4.1710532043551846e-05 -3.7393027024437388e-05 1.7109631160868353e-05 -8.0954763398040093e-06 2.3848976135403583e-05 -7.3516680498394883e-06 3.3718231134116656e-06 1.7003017804502938e-05 -3.1829251909382747e-05 -2.0030637750261868e-05 2.7944142264594259e-05 5.3590807328873784e-05 -3.0693344039293391e-05 2.8557173961950145e-06 -8.8672193187449023e-05 2.770775043410884e-05 -2.2624879235351089e-05 1.8257565898238682e-06 4.6228952044202742e-05 1.639850955762591e-05 -7.7636092714254663e-06 -6.6271379370752186e-06 4.0318234064413809e-05 -1.9460606854408979e-05 -7.7298876449811572e-06 3.4616375349920099e-05 -2.7655727499133819e-07 2.9318724297072984e-05 -2.2694162163090718e-05
leaf_weight=195 22 23 27 24 25 35 23 20 24 27 22 27 24 31 29 20 22 27 28 21 36 43 29 23 20 51 23 2158 21 21
leaf_count=195 22 23 27 24 25 35 23 20 24 27 22 27 24 31 29 20 22 27 28 21 36 43 29 23 20 51 23 2158 21 21
internal_value=0 4.12317e-07 -5.38435e-06 8.20464e-08 -6.12432e-08 1.05388e-05 -2.89038e-07 -1.69471e-05 -3.4623e-08 -1.84624e-07 -4.06835e-07 1.17081e-05 -8.65608e-08 5.86955e-06 -7.8211e-07 -3.45026e-05 -7.08298e-08 -3.36423e-07 1.34264e-06 7.23545e-06 -6.31802e-06 3.24698e-06 -7.17838e-08 1.41372e-05 5.23454e-07 4.4419e-06 1.66137e-05 -4.04306e-07 -2.08043e-07 -4.92606e-07
internal_weight=0 2899 222 2876 2852 60 2792 42 2750 2726 2676 50 2649 277 2372 49 2323 2301 253 143 110 79 2274 52 122 102 51 2222 2200 2179
internal_count=3121 2899 222 2876 2852 60 2792 42 2750 2726 2676 50 2649 277 2372 49 2323 2301 253 143 110 79 2274 52 122 102 51 2222 2200 2179
is_linear=0
shrinkage=0.1


Tree=4648
num_leaves=31
num_cat=0
split_feature=160 483 160 483 1455 0 1455 130 2 4 0 1 40 15 9 10 2 45 1 1 10 1 1 9 1210 1374 12 15 160 43
split_gain=6.89445e-07 1.18038e-06 7.10855e-07 8.3136e-07 1.07562e-06 2.00483e-06 1.15841e-06 6.51132e-07 1.31267e-06 7.65012e-07 7.89068e-07 7.8808e-07 3.38245e-06 3.4887e-06 2.28986e-06 2.75557e-06 2.09976e-06 1.17852e-06 1.2065e-06 1.64805e-05 1.30694e-05 5.1477e-06 6.15041e-06 4.59402e-06 2.7655e-06 2.46239e-06 2.11691e-06 3.64198e-06 2.20296e-06 2.01451e-06
threshold=0.62940000000000007 -0.47181499999999993 0.50657000000000008 -0.22060499999999997 -0.097209999999999977 -0.084144999999999984 -0.090354999999999977 -0.23123999999999997 0.31358000000000003 0.62736500000000006 -0.11173999999999999 0.13686500000000004 -0.07632499999999999 -0.42198999999999992 0.092890000000000014 0.053330000000000009 -0.090999999999999984 0.094030000000000016 0.09253500000000002 0.091785000000000019 -0.013164999999999998 0.093400000000000025 0.094090000000000021 -1.0000000180025095e-35 -0.42132499999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.068899999999999975 0.083670000000000008 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 -8 9 11 -11 14 -13 -14 15 16 -9 18 19 24 -20 -22 -23 -24 -18 -25 27 29 -28 -27
right_child=-2 2 -4 4 6 -7 7 8 -10 10 -12 12 13 -15 -16 -17 17 -19 20 -21 21 22 23 25 -26 26 28 -29 -30 -31
leaf_value=2.4337666145584082e-05 -1.8058172870604766e-05 1.5652327944254094e-05 -1.6828772182634568e-05 9.4540282589150593e-06 2.3045887764345191e-05 -2.9517878878819336e-05 1.6773385617773824e-05 2.8037983609600042e-05 -2.0928516384325728e-05 -8.8034166765282864e-07 2.6564178882505405e-05 2.6378023081317386e-05 -5.1280591630777718e-05 -5.9240177819987911e-06 2.7270952686040481e-05 -2.8782552335266672e-05 3.5280568243417131e-05 -2.0398156688575651e-05 7.7945362112507649e-05 -8.0126131629535503e-05 -3.9935328220900413e-05 5.3913896471899729e-05 -3.832886708486123e-05 3.762299571462791e-05 -3.8076127784108641e-07 1.5373275081360793e-05 4.8106566809407848e-07 5.2750930835827601e-05 -3.0082602170296016e-05 -1.6175598422454768e-05
leaf_weight=20 21 34 25 22 22 33 23 27 30 20 22 23 22 74 31 33 22 28 23 26 29 23 28 20 1883 67 416 20 25 29
leaf_count=20 21 34 25 22 22 33 23 27 30 20 22 23 22 74 31 33 22 28 23 26 29 23 28 20 1883 67 416 20 25 29
internal_value=0 1.22342e-07 -3.49007e-08 1.02529e-07 -7.24774e-08 -1.39291e-05 1.84473e-07 1.36338e-08 -1.18333e-07 9.76151e-08 1.34954e-05 -9.98946e-08 -8.06602e-06 -1.63182e-05 2.47347e-07 -6.30394e-08 2.92453e-07 8.58478e-09 2.27424e-07 -1.0482e-06 3.84983e-06 1.25592e-06 3.15807e-06 1.22851e-06 3.10756e-08 3.1481e-06 1.91022e-06 1.39305e-05 -1.25157e-06 5.84289e-06
internal_weight=0 3100 3080 3055 3021 55 2966 2944 2921 2891 42 2849 119 96 2730 2699 2666 2639 2611 1931 680 657 628 605 1905 577 557 116 441 96
internal_count=3121 3100 3080 3055 3021 55 2966 2944 2921 2891 42 2849 119 96 2730 2699 2666 2639 2611 1931 680 657 628 605 1905 577 557 116 441 96
is_linear=0
shrinkage=0.1


Tree=4649
num_leaves=31
num_cat=0
split_feature=10 0 15 13 33 3 156 2 52 2 1 150 49 0 150 0 52 0 1 16 13 41 12 1 1 1 133 3 1455 0
split_gain=6.78372e-07 6.18346e-06 5.58967e-06 2.90405e-06 1.46495e-06 7.22437e-07 2.81935e-06 2.27641e-06 7.03648e-06 4.05586e-06 3.7626e-06 1.12141e-06 2.84468e-06 7.2523e-06 1.35053e-06 1.30602e-06 3.02884e-06 2.68326e-06 2.36313e-06 1.62738e-06 1.41193e-06 1.21294e-06 2.73066e-06 1.13365e-06 6.76611e-06 3.87042e-06 2.20485e-06 2.17424e-06 3.63244e-06 2.04975e-06
threshold=-0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -1.0000000180025095e-35 -0.012019999999999998 0.11658 0.3248100000000001 0.11215000000000001 -1.0000000180025095e-35 0.11474000000000002 0.10658000000000002 0.11213000000000002 -0.043469999999999995 -0.11173999999999999 0.10801000000000001 0.11070500000000001 0.095415000000000014 0.056435000000000006 0.103565 0.18438500000000005 -0.17933499999999997 0.088520000000000015 0.085565000000000016 0.10557500000000002 0.10708500000000001 0.10374500000000002 -0.085499999999999979 0.097915000000000016 0.10994000000000001 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 6 11 8 -7 -9 -10 14 13 -13 15 17 18 20 19 -17 -6 23 -23 25 -25 27 -26 28 29 -22
right_child=4 2 3 -5 5 7 -8 9 10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 21 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-5.1623117775307034e-05 2.3928715269833521e-05 3.5325273701245253e-05 1.2119783022148438e-06 -4.5656455058633582e-05 -2.421715882500545e-05 7.0653478896929304e-05 -3.59989211905155e-05 -4.2925439229293263e-05 -3.2864155891729751e-05 5.4722762776458867e-06 2.6441969827789325e-05 -7.3192030740756308e-05 1.1640107320143966e-05 2.2946481684422387e-06 2.1063362585723115e-05 5.8278448171943735e-06 4.4837858543663366e-05 -3.3005655775014023e-05 2.1967901834853511e-05 -2.8626185032338145e-05 2.8782798333920184e-05 3.7405102642985774e-06 -4.087318090529627e-05 -6.0004036017094882e-05 -3.1491589193551174e-05 4.2111591170870941e-05 1.5085380697401407e-06 2.4252762364668367e-05 -3.7466883328306723e-05 5.2223670677572602e-07
leaf_weight=25 26 36 39 20 24 20 22 20 20 129 23 20 34 35 31 29 21 25 38 26 26 34 23 21 22 23 254 39 25 1991
leaf_count=25 26 36 39 20 24 20 22 20 20 129 23 20 34 35 31 29 21 25 38 26 26 34 23 21 22 23 254 39 25 1991
internal_value=0 -7.37275e-06 4.27208e-06 -1.46756e-05 2.94811e-07 8.82624e-08 -3.4339e-07 5.71399e-06 2.165e-05 -1.02406e-06 -1.14227e-06 -5.7209e-08 -1.10985e-05 -2.51551e-05 3.13331e-07 6.79093e-08 1.0536e-05 -4.08102e-07 2.7904e-06 -1.04595e-05 -7.97624e-08 1.55916e-07 -1.42615e-05 4.98187e-07 -5.28529e-06 1.31458e-06 -1.12191e-06 8.63677e-07 4.16971e-07 8.86528e-07
internal_weight=0 120 95 59 3001 2975 2763 212 63 149 43 2741 89 55 2652 2621 114 2507 93 55 2482 2458 57 2401 297 2104 276 2081 2042 2017
internal_count=3121 120 95 59 3001 2975 2763 212 63 149 43 2741 89 55 2652 2621 114 2507 93 55 2482 2458 57 2401 297 2104 276 2081 2042 2017
is_linear=0
shrinkage=0.1


Tree=4650
num_leaves=31
num_cat=0
split_feature=1186 132 13 394 128 12 12 128 129 394 0 0 130 130 0 1185 39 33 12 47 47 9 10 1366 2 47 0 1 43 0
split_gain=6.0197e-07 1.66272e-05 2.46713e-05 3.5939e-06 9.65962e-07 1.71208e-06 1.63665e-06 1.44099e-06 8.60026e-07 1.10329e-06 8.58466e-07 7.66108e-07 7.11631e-07 9.48102e-07 2.0695e-06 1.51857e-06 9.86499e-07 3.09612e-06 1.62991e-06 8.76839e-07 6.45378e-06 5.14142e-06 1.03949e-05 1.20644e-06 1.14475e-06 3.30702e-06 2.56113e-06 1.35085e-06 1.66176e-06 1.44685e-06
threshold=1.0000000180025095e-35 -0.083284999999999984 -0.01163 -0.08151499999999999 0.10724000000000002 0.090695000000000012 0.11418000000000002 0.10318000000000001 -0.077709999999999987 -0.089794999999999986 -0.087974999999999984 0.22582000000000002 -0.22699999999999995 -0.092879999999999976 -0.085134999999999975 -0.014244999999999999 -1.0000000180025095e-35 -0.012019999999999998 -0.015429999999999998 0.094160000000000008 0.096475000000000019 0.088235000000000022 0.087010000000000018 -0.082814999999999986 0.10402500000000002 0.11419000000000001 -0.11173999999999999 0.11751000000000002 -0.078139999999999973 -0.081304999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 10 7 -6 -7 8 -1 -10 -4 12 -11 14 -14 -15 18 -18 -17 21 -21 23 -23 -19 26 -26 -22 28 -28 -30
right_child=1 2 3 -5 5 6 -8 -9 9 11 -12 -13 13 15 -16 16 17 19 -20 20 24 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-1.9879463905619394e-05 8.1392496220663216e-05 -0.00010464135145156207 -1.0908449517696032e-05 4.7783182431733924e-05 -3.645696115199826e-05 1.1285906626393886e-05 -2.2214458185771948e-05 2.4421681807022352e-05 2.0473988192511922e-05 -1.8874330553444452e-05 1.5488645873450549e-05 -1.9248940692965075e-05 -3.9205806792273912e-06 -2.6972491607358241e-05 3.8520346570294358e-05 -3.9078265494343057e-06 -3.5980782498275707e-05 2.2010124908319996e-05 3.4164750931350596e-05 5.8723606932852859e-05 3.4538543143123841e-05 -8.809016890154453e-05 4.982020301819527e-06 -7.5436092291511753e-08 -4.0867157321886428e-05 4.0551204667855543e-06 -3.66423849729674e-06 -1.7326981089189015e-05 4.0751225084101817e-06 4.0851390563148018e-05
leaf_weight=22 24 22 28 24 20 35 25 24 26 20 22 21 27 21 20 23 24 25 22 21 26 20 30 2321 23 57 72 33 23 20
leaf_count=22 24 22 28 24 20 35 25 24 26 20 22 21 27 21 20 23 24 25 22 21 26 20 30 2321 23 57 72 33 23 20
internal_value=0 6.94517e-06 -1.16667e-05 1.59745e-05 -2.77714e-07 -1.11187e-05 -2.67258e-06 1.9197e-08 -1.82964e-07 -3.22427e-08 7.06272e-07 -2.19383e-07 -7.80741e-08 5.58024e-08 1.41394e-05 -1.8394e-07 2.13738e-08 -2.23815e-07 1.47054e-05 9.7476e-08 5.44558e-06 -5.16351e-07 -3.22469e-05 1.59917e-07 1.04071e-06 -8.86003e-06 5.59277e-06 5.07703e-07 5.62548e-06 2.11804e-05
internal_weight=0 120 96 74 3001 80 60 2921 2897 2875 50 2849 2828 2808 47 2761 2740 2695 45 2671 275 2396 50 2346 254 80 174 148 115 43
internal_count=3121 120 96 74 3001 80 60 2921 2897 2875 50 2849 2828 2808 47 2761 2740 2695 45 2671 275 2396 50 2346 254 80 174 148 115 43
is_linear=0
shrinkage=0.1


Tree=4651
num_leaves=31
num_cat=0
split_feature=130 40 120 33 34 104 374 39 3 1454 484 16 0 133 0 52 4 2 1 2 1 11 132 3 402 3 0 13 15 16
split_gain=6.72849e-07 1.35304e-06 8.94839e-07 9.54068e-07 9.72632e-07 1.66944e-06 1.11553e-06 9.31421e-07 8.89492e-07 2.37748e-06 2.26503e-06 2.19697e-06 1.93607e-06 4.02306e-06 2.5618e-06 1.74543e-06 3.45833e-06 2.17605e-06 4.93636e-06 3.72482e-06 3.01052e-06 2.19606e-06 3.002e-06 2.34144e-06 1.61811e-06 2.46962e-06 3.34832e-06 1.31717e-06 5.06963e-06 8.01182e-06
threshold=-0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.044254999999999996 -0.097449999999999981 0.086600000000000024 0.088235000000000008 0.13507500000000003 -0.095524999999999985 0.11906000000000001 0.10282500000000001 0.63636000000000015 0.10455500000000001 0.086910000000000015 0.051010000000000007 -0.56022499999999986 -0.49013999999999996 0.11548000000000001 0.11181500000000001 0.096540000000000015 0.098220000000000016 0.081365000000000007 0.097550000000000012 -0.15713499999999997 0.085450000000000012 -0.13309499999999996 -0.07403499999999999 -0.093219999999999983 -0.03241999999999999 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 8 10 12 11 15 14 -14 27 -6 -17 19 -19 21 -21 22 23 -18 25 -25 -27 28 -10 -30
right_child=1 2 -4 4 5 -7 -8 -9 9 -11 -12 -13 13 -15 -16 16 17 18 -20 20 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=1.7040751732644784e-05 -2.6052428129332842e-05 2.1128965523703735e-05 1.8884154924307951e-05 1.8998818212332062e-05 -1.6475021308719872e-05 -2.8522619288109823e-05 2.0806766202440487e-05 -2.1391433667650702e-05 3.9957902387663305e-06 -3.376166631906844e-05 3.5756949632957998e-05 -2.7951336470204811e-05 -5.3252603590538327e-05 6.6808760190421409e-06 3.1491960136918349e-05 3.7775670669713785e-05 -3.1147213867370738e-05 -5.4986590785119913e-05 5.3748643614155651e-06 4.5301797478877679e-05 8.4801929187960937e-07 -1.9952111941685354e-05 4.194845694200922e-05 3.4312197068732439e-05 -1.6945460259064152e-05 1.0530522829687651e-05 -3.4659183074836623e-05 1.4076933907147949e-07 -7.5227628197656793e-05 -9.2548043142679623e-06
leaf_weight=23 20 21 25 26 39 21 25 21 155 22 21 23 21 24 25 31 20 20 42 39 25 42 20 31 28 91 20 2097 24 79
leaf_count=23 20 21 25 26 39 21 25 21 155 22 21 23 21 24 25 31 20 20 42 39 25 42 20 31 28 91 20 2097 24 79
internal_value=0 -1.26505e-07 4.19545e-08 -1.12338e-07 -2.59458e-07 -4.2603e-07 -2.28365e-07 -4.06027e-07 -2.5608e-07 -1.03616e-06 3.62369e-06 2.19099e-06 -7.39265e-07 -2.12881e-05 -3.50736e-07 3.73848e-06 5.66593e-06 3.03259e-06 -1.40966e-05 6.39337e-06 2.7937e-05 9.21965e-07 5.09678e-06 1.21766e-06 5.02529e-06 9.35755e-06 2.38823e-06 -6.88769e-07 -7.43118e-06 -2.46271e-05
internal_weight=0 3098 3078 3053 3032 3006 2985 2960 2939 2447 492 471 2425 45 2380 448 409 378 62 316 64 252 210 190 170 142 111 2355 258 103
internal_count=3121 3098 3078 3053 3032 3006 2985 2960 2939 2447 492 471 2425 45 2380 448 409 378 62 316 64 252 210 190 170 142 111 2355 258 103
is_linear=0
shrinkage=0.1


Tree=4652
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 49 2 130 1186 52 1 1 1 1 1 457 1 1374 160 3 160 1 1374 1210 1 13 4 4 16 2 1
split_gain=6.04143e-07 3.62571e-06 2.7766e-06 7.55702e-07 1.44507e-06 8.16491e-07 1.22016e-06 7.28269e-07 1.20119e-06 7.12861e-07 2.41278e-05 1.37181e-05 9.45389e-06 4.71821e-06 3.21517e-06 4.51007e-06 3.14115e-06 3.45959e-06 4.51741e-06 4.2437e-06 3.10696e-06 2.56159e-06 2.35429e-06 2.1874e-06 6.80704e-06 3.2976e-06 3.91085e-06 5.39783e-06 3.34796e-06 1.92572e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.11242999999999999 0.10084500000000002 0.097385000000000013 0.10797500000000002 0.068350000000000008 0.085815000000000016 0.09202500000000001 0.091535000000000019 0.092845000000000025 0.093400000000000025 0.094090000000000021 -0.14032499999999998 0.091095000000000023 0.089635000000000006 -0.55248999999999981 -0.087044999999999983 -0.53908999999999996 0.094715000000000008 -0.035729999999999991 -0.42132499999999995 0.085110000000000005 -0.094514999999999988 -0.0019149999999999998 -0.083644999999999983 -0.08947999999999999 0.086675000000000016 0.084165000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 9 -9 10 14 -11 -13 -14 -3 16 17 18 -16 -19 -15 -22 -21 29 -25 26 28 -28 -26 -24
right_child=1 7 -4 4 -6 -7 -8 8 -10 11 -12 12 13 20 15 -17 -18 19 -20 22 21 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=1.7630177644605283e-05 4.1785767479311854e-05 -3.8985577841577613e-05 -3.4465291488621525e-05 1.2341428926672438e-06 -2.7493350035001641e-05 1.3894603939011827e-05 -2.5351906013037521e-05 1.6413320320109854e-06 2.8175985850490788e-05 6.973929294433439e-05 -0.00010544835591149008 -6.3413428996800971e-05 4.5251678254013924e-05 -3.5955963634794739e-05 3.829983907053247e-06 4.5369591399238831e-05 3.4309838688036859e-05 4.0873913771065419e-05 -6.3381682703038682e-05 3.263645388263588e-05 3.5782018611436276e-05 4.2900856115629682e-07 -5.6588602900309722e-08 -6.5826971967908329e-05 -4.8082101395266367e-05 -3.1921161791762789e-05 5.8577110830810849e-05 1.6196494291071905e-06 1.1029595190202893e-06 2.9117440404345122e-05
leaf_weight=20 21 21 28 97 21 35 21 59 24 29 22 23 24 23 20 22 26 25 20 21 21 853 1390 20 25 37 20 99 31 23
leaf_count=20 21 21 28 97 21 35 21 59 24 29 22 23 24 23 20 22 26 25 20 21 21 853 1390 20 25 37 20 99 31 23
internal_value=0 3.85018e-07 -5.02771e-06 -7.78989e-07 -2.89498e-06 4.81261e-07 -3.49727e-06 8.29275e-08 9.314e-06 -1.91198e-07 -1.35826e-06 1.99419e-06 -8.69587e-08 1.49448e-06 -8.60465e-08 3.73139e-07 -1.90277e-07 -7.08477e-07 -2.97758e-05 -2.08985e-08 3.23723e-07 1.27845e-06 -6.34566e-07 -1.0593e-06 -1.00586e-05 -4.79744e-06 9.37296e-07 1.11923e-05 -2.08547e-05 4.18289e-07
internal_weight=0 2899 222 194 174 153 118 2878 83 2795 1822 973 944 921 1800 1779 1757 1731 40 1691 897 874 1666 1645 232 212 175 119 56 1413
internal_count=3121 2899 222 194 174 153 118 2878 83 2795 1822 973 944 921 1800 1779 1757 1731 40 1691 897 874 1666 1645 232 212 175 119 56 1413
is_linear=0
shrinkage=0.1


Tree=4653
num_leaves=31
num_cat=0
split_feature=34 1 11 10 4 44 45 47 47 2 3 47 3 2 132 400 1204 2 130 4 3 4 0 52 1455 1447 15 1212 1 12
split_gain=6.27284e-07 3.12566e-06 2.2787e-06 1.95594e-06 7.65643e-07 6.51626e-07 2.10707e-06 6.86036e-07 5.21021e-06 3.82376e-06 9.11305e-06 2.37466e-06 2.11419e-06 9.28836e-07 6.20189e-06 3.00599e-05 1.51791e-05 6.06501e-06 4.3908e-06 3.41219e-06 7.34646e-06 6.06296e-06 4.11733e-06 5.76155e-06 3.86123e-06 5.17588e-06 5.15992e-06 2.82339e-06 2.70385e-06 3.23568e-06
threshold=-0.057544999999999992 0.099400000000000002 -1.0000000180025095e-35 -0.0087699999999999983 0.0052350000000000009 0.099360000000000018 0.082470000000000016 0.092165000000000011 0.096175000000000024 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089640000000000011 -0.083784999999999984 0.084415000000000004 -0.083284999999999984 -0.082339999999999983 -0.078604999999999994 0.084550000000000014 0.0043850000000000009 -0.085594999999999991 -0.089519999999999988 -0.082594999999999988 -0.092404999999999973 0.061605000000000007 -0.065979999999999983 -1.0000000180025095e-35 0.11601500000000002 0.087210000000000024 0.086255000000000012 0.092995000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 6 7 9 -9 10 12 13 -4 14 15 -11 -16 -15 19 20 -18 27 23 -23 -24 -26 28 -21 -27 -30
right_child=2 3 5 -5 -6 -7 -8 8 -10 11 -12 -13 -14 17 16 -17 18 -19 -20 21 -22 22 24 -25 25 26 -28 -29 29 -31
leaf_value=4.2108528300776102e-05 -3.2331647377180745e-05 2.6468249788277632e-05 1.8038279631582554e-05 -1.7448944247287449e-05 6.4118475933128145e-07 -1.4453182939178079e-05 3.2469261514052055e-05 -4.4920250943034958e-05 -2.9922652723639458e-07 -3.7871488688245378e-05 7.8514221171471519e-05 -3.0928136140573769e-05 -2.0269641681807115e-05 -5.4453664952667346e-05 -7.2446879871508664e-05 0.00012975741294212641 2.0012925839394155e-06 -4.2180098215470405e-07 4.2273861749733976e-05 6.9687896775576526e-05 -6.0014070731995163e-05 5.2754455126593236e-05 -4.1979739122009215e-05 -1.2922462370955726e-05 3.5435268924826434e-05 -2.7102095217771658e-05 -4.9797073338793227e-05 1.7188652834322837e-05 1.5685524902066931e-05 -1.2161127019580551e-05
leaf_weight=21 22 22 34 39 24 31 20 29 268 23 21 25 25 21 27 20 72 1935 29 20 26 34 23 22 37 31 23 21 108 68
leaf_count=21 22 22 34 39 24 31 20 29 268 23 21 25 25 21 27 20 72 1935 29 20 26 34 23 22 37 31 23 21 108 68
internal_value=0 7.56095e-06 -2.65824e-07 -9.7434e-07 1.29933e-05 -3.01242e-08 1.20826e-07 -9.90817e-08 -4.65616e-06 4.12621e-07 2.1942e-05 -2.58861e-07 1.80611e-06 4.30023e-08 3.5427e-06 4.00954e-05 6.37401e-07 -1.0019e-06 4.47646e-06 2.21641e-06 -1.44518e-05 6.43729e-06 2.12864e-06 2.69528e-05 -2.66499e-06 7.21676e-07 -4.86269e-06 4.2798e-05 1.30025e-07 4.92659e-06
internal_weight=0 106 3015 85 46 2993 2962 2942 297 2645 80 2565 59 2540 584 43 541 1956 514 485 98 387 346 56 290 267 230 41 207 176
internal_count=3121 106 3015 85 46 2993 2962 2942 297 2645 80 2565 59 2540 584 43 541 1956 514 485 98 387 346 56 290 267 230 41 207 176
is_linear=0
shrinkage=0.1


Tree=4654
num_leaves=31
num_cat=0
split_feature=132 1203 393 1429 1417 472 52 16 16 1428 475 484 475 4 2 376 123 123 39 2 1 1 33 457 3 13 15 1 48 3
split_gain=6.29212e-07 4.12368e-06 2.8998e-06 6.09514e-07 1.67988e-06 1.16481e-06 2.08849e-06 2.80627e-06 1.06917e-06 1.56916e-06 9.37883e-07 4.85002e-06 3.89085e-06 2.74997e-06 2.97688e-06 1.06924e-06 1.18659e-06 2.3084e-06 1.66524e-06 1.52364e-06 1.32691e-06 1.89672e-05 1.65345e-05 3.49546e-06 3.02866e-06 6.47656e-06 5.65547e-06 6.49519e-06 5.32167e-06 4.65315e-06
threshold=-0.083449999999999983 0.089480000000000018 0.12679500000000002 0.12521000000000002 -0.080324999999999994 -0.38234499999999999 -0.56022499999999986 0.55700000000000005 0.63636000000000015 0.095640000000000017 -0.086279999999999982 0.085790000000000019 -0.085669999999999982 -0.022844999999999997 0.086950000000000013 0.087010000000000018 0.08592000000000001 0.087590000000000015 0.089790000000000023 0.11682500000000001 0.09202500000000001 0.091535000000000019 -0.0066799999999999993 -0.11701499999999999 -0.028564999999999997 -0.15416999999999995 -0.093959999999999988 0.087865000000000013 0.084485000000000018 -0.053259999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 7 -7 9 10 11 13 -12 -8 -15 16 20 -18 -19 -20 21 24 -22 -24 25 -14 28 -28 -26 -27
right_child=2 -3 -4 -5 5 6 8 -9 -10 -11 12 -13 15 14 -16 -17 17 18 19 -21 22 -23 23 -25 26 29 27 -29 -30 -31
leaf_value=-7.9341841242518182e-07 -2.7536925641801315e-05 -4.8461333562954678e-05 3.6554972625295214e-05 1.7507825386928744e-05 -2.3261403770274705e-05 -1.7250864493689736e-06 -1.9459145720690219e-05 4.2713412525093494e-05 -1.7380194684457299e-05 2.621897823622061e-05 4.3242909664730264e-05 -5.1056163314652546e-05 -5.8106057404074823e-05 4.6471915384245227e-05 -2.7085368259349707e-06 1.2303950027184119e-05 -4.116602124668134e-05 1.2721865169697667e-05 -3.0475653756152968e-05 2.8620860995523309e-06 9.3430566012102657e-05 -9.5806281647777987e-05 4.2370833525637864e-05 -6.1823746898529219e-08 1.4385373208864148e-05 -1.4784264076676363e-07 1.2879512612724083e-05 7.2949785846338451e-05 -5.6145520866266451e-05 -4.7556387081775551e-05
leaf_weight=196 22 20 22 20 21 30 37 27 35 23 21 22 20 20 32 69 20 37 29 26 20 21 20 662 23 1464 99 22 20 21
leaf_count=196 22 20 22 20 21 30 37 27 35 23 21 22 20 20 32 69 20 37 29 26 20 21 20 662 23 1464 99 22 20 21
internal_value=0 -5.20711e-06 3.87184e-07 1.1119e-07 -1.03377e-08 2.02821e-07 3.77555e-07 1.93247e-05 -1.33205e-08 2.09495e-07 -1.16578e-08 -9.01314e-06 3.73525e-07 1.37951e-06 1.6207e-05 2.36391e-08 -3.14756e-07 -1.03749e-05 -3.6812e-06 -1.4716e-05 1.56288e-07 -1.36169e-06 3.81068e-06 1.18254e-06 -1.73353e-07 -1.57957e-06 1.27312e-05 2.38014e-05 -1.84197e-05 -8.18267e-07
internal_weight=0 216 2905 2883 2863 2841 2820 57 2763 2728 2705 111 2594 89 52 2573 2504 112 92 55 2392 1690 702 682 1669 1505 164 121 43 1485
internal_count=3121 216 2905 2883 2863 2841 2820 57 2763 2728 2705 111 2594 89 52 2573 2504 112 92 55 2392 1690 702 682 1669 1505 164 121 43 1485
is_linear=0
shrinkage=0.1


Tree=4655
num_leaves=31
num_cat=0
split_feature=448 447 148 147 483 1426 1426 480 131 42 13 480 12 1447 481 403 133 403 1210 12 12 43 1211 1213 1213 15 4 52 401 401
split_gain=5.95657e-07 1.91971e-06 6.4353e-07 6.47026e-07 1.5985e-06 8.2096e-07 9.68635e-07 6.88129e-07 2.35172e-06 5.18856e-06 5.92601e-06 1.14615e-06 8.35188e-06 6.28933e-06 2.34484e-06 1.11898e-06 3.40804e-06 2.7287e-06 1.12011e-06 1.05396e-06 6.25973e-06 1.13398e-05 3.3515e-06 2.37042e-06 2.87116e-06 4.14208e-06 1.9788e-06 3.58002e-06 1.66498e-06 4.62065e-06
threshold=0.068920000000000023 0.097325000000000009 -0.098399999999999974 0.094075000000000006 -0.47181499999999993 -0.094284999999999994 -0.061919999999999996 0.095525000000000013 0.089415000000000008 0.090395000000000017 -0.06884499999999999 0.086930000000000021 0.083985000000000018 -0.086279999999999982 -0.08347499999999998 -0.54448499999999989 0.40945500000000007 -0.5335399999999999 -0.3960249999999999 0.09141500000000001 0.091930000000000012 -0.08287499999999999 0.11013500000000002 0.22676500000000002 0.0036000000000000003 0.089595000000000022 -0.49013999999999996 -0.55692499999999978 0.11655000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 11 9 10 -9 15 -13 -14 -15 16 -8 -17 -19 22 21 -21 -20 24 26 -26 27 -22 29 -28
right_child=-2 -3 3 -5 5 6 7 8 -10 -11 -12 12 13 14 -16 17 -18 18 19 20 23 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-1.5760461287055267e-05 -1.7202326052938588e-05 3.0243297221334487e-05 2.356474931040229e-05 -1.310470440846591e-05 1.8793267593972142e-05 -1.7756676970748231e-05 -4.1440213215537372e-05 6.0885235870955516e-05 -3.8763730626669715e-05 -2.8310943591163665e-05 -8.3769337470585019e-06 5.9256461946251179e-05 -4.9838992858104067e-05 3.7743125259029597e-05 -9.5671204326208682e-06 3.380505889557147e-05 8.5521144016335407e-06 -2.3069413353888585e-05 -7.4272446581232198e-07 -1.8601863398327538e-05 7.5818392153213724e-06 7.788741342414268e-05 -3.8363748338573107e-05 3.116563609364676e-05 2.1059455725157429e-06 -5.7109945659509072e-05 1.9477255633217921e-06 -5.026741221627162e-05 -1.909331827350384e-05 4.0378842011319432e-05
leaf_weight=26 20 21 29 37 23 31 25 21 20 39 30 26 23 22 20 24 30 21 1775 21 23 29 24 25 27 21 602 20 33 33
leaf_count=26 20 21 29 37 23 31 25 21 20 39 30 26 23 22 20 24 30 21 1775 21 23 29 24 25 27 21 602 20 33 33
internal_value=0 1.10938e-07 -9.45099e-08 3.8861e-08 2.00052e-07 -2.67143e-08 -1.72704e-07 1.30844e-08 -7.74654e-06 -8.53832e-07 2.01428e-05 3.15336e-07 1.13558e-05 -7.80447e-06 1.52144e-05 -5.22753e-08 -1.41717e-05 2.37705e-07 -6.58433e-08 1.17626e-07 3.05609e-06 3.73619e-05 -1.24462e-06 8.68214e-07 -1.29725e-07 -2.3801e-05 1.46834e-06 -1.93248e-05 2.80682e-06 3.94493e-06
internal_weight=0 3101 3080 3054 3017 2988 2965 2934 110 90 51 2824 91 65 42 2733 55 2678 2654 2633 834 50 1799 784 759 48 711 43 668 635
internal_count=3121 3101 3080 3054 3017 2988 2965 2934 110 90 51 2824 91 65 42 2733 55 2678 2654 2633 834 50 1799 784 759 48 711 43 668 635
is_linear=0
shrinkage=0.1


Tree=4656
num_leaves=31
num_cat=0
split_feature=1429 156 1425 52 157 475 475 484 13 1372 474 4 457 151 457 151 151 1373 150 151 150 16 448 150 42 1373 0 0 43 16
split_gain=6.19975e-07 2.21452e-06 8.57528e-07 7.08199e-07 2.62854e-06 8.07973e-07 7.32758e-06 4.19897e-06 2.18551e-06 1.67879e-06 9.93248e-07 1.23571e-06 7.86923e-07 2.39715e-06 1.16671e-06 9.83125e-07 1.76793e-06 1.00855e-06 1.84785e-06 2.45292e-06 8.42095e-07 2.53898e-06 4.88688e-06 1.17753e-06 3.74195e-06 3.52479e-06 1.53742e-06 5.27933e-06 1.07139e-05 2.8496e-06
threshold=-0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.56368999999999991 -0.08577499999999999 -0.086279999999999982 -0.085684999999999997 0.085790000000000019 -0.08459499999999999 -0.065504999999999994 0.089190000000000005 -0.043364999999999994 -0.14249999999999999 0.06617000000000002 -0.096529999999999991 0.13340000000000005 0.099460000000000007 -1.0000000180025095e-35 0.12068000000000002 -0.072119999999999976 0.099590000000000026 -0.0092699999999999987 -0.068129999999999982 0.090480000000000019 0.084695000000000006 0.086880000000000013 -0.14794999999999997 -0.14116499999999996 -0.00045499999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 -5 -8 11 -10 13 -11 -14 16 17 -16 20 -20 23 22 -22 25 -25 26 29 28 -28 -19
right_child=1 -3 -4 5 -6 6 9 -9 10 12 -12 -13 14 -15 15 -17 -18 18 19 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-1.6727836782592932e-05 -1.5586498102493353e-05 3.3286700345342984e-05 -1.8925349589456652e-05 2.6366531412350018e-05 3.1879639092429508e-05 5.9060482773193574e-05 -2.2314819467711086e-05 -4.661525325228349e-05 -3.0311077143079066e-05 -1.0702724899775128e-05 1.1882247813446156e-05 -1.5303432941696623e-06 -2.4234029260696844e-05 3.6531940052306959e-05 -2.2429434138757643e-05 -2.0145196600651616e-05 2.7204589908554529e-05 3.3292408991526053e-06 -3.7723745490005794e-06 4.4008576345401129e-05 1.669318554767025e-05 1.7717705708017329e-05 -4.4007317102215085e-05 4.7699988131171266e-05 -1.3471484035108007e-05 -3.9147487721335062e-05 8.2838830065965255e-06 1.3404630656421231e-07 -8.6952374078377734e-05 3.5365902426127089e-05
leaf_weight=22 20 20 24 25 28 21 34 23 26 21 20 35 20 22 20 24 24 175 21 22 21 23 36 20 20 23 27 2250 21 33
leaf_count=22 20 20 24 25 28 21 34 23 26 21 20 35 20 22 20 24 24 175 21 22 21 23 36 20 20 23 27 2250 21 33
internal_value=0 1.18751e-07 -9.66952e-08 5.12222e-08 1.21021e-05 -1.41143e-07 2.05899e-07 -7.88366e-06 5.20361e-07 -2.26704e-07 -7.45685e-06 -1.37975e-05 3.93235e-08 1.34638e-05 -1.68322e-07 6.06712e-09 1.82833e-07 -5.6298e-08 1.09921e-07 2.06737e-05 -2.23881e-07 -1.03275e-05 -2.1644e-05 9.07509e-08 1.71143e-05 -1.78502e-07 1.79154e-07 -5.66027e-07 -3.3382e-05 8.41198e-06
internal_weight=0 3099 3079 3055 48 3007 2878 129 106 2857 81 61 2823 43 2780 2760 2736 2712 2692 43 2649 80 57 2569 40 2529 2506 2298 48 208
internal_count=3121 3099 3079 3055 48 3007 2878 129 106 2857 81 61 2823 43 2780 2760 2736 2712 2692 43 2649 80 57 2569 40 2529 2506 2298 48 208
is_linear=0
shrinkage=0.1


Tree=4657
num_leaves=31
num_cat=0
split_feature=160 483 132 15 1185 1186 1204 2 399 16 133 130 403 403 0 394 1184 394 1176 1186 133 13 40 13 43 42 42 129 1212 403
split_gain=6.22654e-07 9.59589e-07 6.4101e-07 1.78393e-05 1.05212e-05 3.85319e-06 8.98949e-07 1.83148e-06 1.78079e-06 7.82587e-07 8.1494e-07 1.53944e-06 1.20577e-06 9.14457e-07 2.36956e-06 7.25113e-07 2.53257e-06 1.12877e-06 2.47246e-06 1.26936e-06 1.11706e-06 9.54173e-07 6.72862e-06 4.2878e-06 2.60696e-06 1.34579e-06 1.23129e-06 1.0277e-06 1.34921e-06 2.46703e-06
threshold=0.62940000000000007 -0.47181499999999993 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.0044650000000000011 -0.016569999999999994 0.080205000000000012 -0.084269999999999984 -0.097644999999999996 -0.37971999999999995 0.10737500000000001 -0.020569999999999995 -0.089609999999999981 -0.087084999999999982 -0.11103499999999998 0.088760000000000019 -0.09139499999999999 1.0000000180025095e-35 0.021560000000000003 -0.082724999999999979 0.24813000000000004 -0.24452499999999996 0.23074000000000003 -0.40263499999999991 -0.12099999999999998 0.15021500000000002 0.10532000000000001 0.12472500000000002 -0.028309999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 9 7 -6 -9 -3 11 -11 13 -12 -15 -8 17 -17 19 21 -21 22 -19 26 25 -23 27 28 -24 -30
right_child=-2 2 4 -5 6 -7 15 8 -10 10 12 -13 -14 14 -16 16 -18 18 -20 20 -22 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=2.1949691254121719e-05 -1.7161206172507568e-05 1.575164642067998e-05 -6.9308306013805449e-05 8.4639658962260003e-05 3.3577321043291405e-05 -4.5632216547563165e-05 1.4087996018393565e-05 -1.5768265666338265e-05 1.6446531379040461e-05 -3.4023236726387126e-05 1.1152836278024888e-05 2.703372738324106e-06 2.3971703894858367e-05 1.3625673792765674e-05 -3.0811219526835234e-05 2.1923575300404439e-05 -3.5851664445090134e-05 5.7778921704993986e-05 -3.5353078083062428e-05 8.1335911090718594e-08 3.2735352182168178e-05 1.6491481505909179e-05 -4.3198313103237377e-07 -4.6571823841077279e-05 -3.7877869392104915e-05 -1.4244516337228185e-05 2.4027908769615656e-05 -2.0065455198793923e-05 -3.5651805895516497e-06 3.9449623121375531e-05
leaf_weight=20 21 26 22 25 24 21 35 32 37 21 27 25 20 21 28 23 20 20 20 20 22 28 2388 20 25 29 21 26 30 24
leaf_count=20 21 26 22 25 24 21 35 32 37 21 27 25 20 21 28 23 20 20 20 20 22 28 2388 20 25 29 21 26 30 24
internal_value=0 1.16253e-07 -2.55223e-08 5.25392e-06 -4.19731e-07 -5.24683e-06 1.13163e-07 9.78272e-06 1.50634e-06 -1.98662e-07 -3.11914e-06 -1.40631e-05 2.12485e-06 -3.62432e-06 -1.17668e-05 -2.13725e-07 -3.98026e-07 -1.35017e-07 -3.24821e-07 -6.0756e-08 1.71858e-05 -3.38181e-07 6.0443e-09 -4.54481e-07 -1.09546e-05 8.53869e-07 -8.39116e-08 -2.89077e-07 -7.85177e-08 1.55525e-05
internal_weight=0 3100 3080 214 2866 189 2844 93 69 168 142 46 96 76 49 2751 2716 2696 2673 2653 42 2611 2529 2509 82 57 2489 2468 2442 54
internal_count=3121 3100 3080 214 2866 189 2844 93 69 168 142 46 96 76 49 2751 2716 2696 2673 2653 42 2611 2529 2509 82 57 2489 2468 2442 54
is_linear=0
shrinkage=0.1


Tree=4658
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 132 403 2 4 48 4 48 4 2 2 4 48 52 160 48 0 0 151 1 1 1 1 1 1 1 475
split_gain=6.45916e-07 3.753e-06 2.47954e-06 1.69934e-06 8.30534e-07 8.30286e-07 7.80659e-07 1.44583e-06 9.35629e-07 7.05149e-07 6.28565e-07 2.36511e-06 5.74372e-06 5.79265e-06 3.68166e-06 1.908e-06 1.49287e-06 1.43068e-06 1.6776e-06 9.50812e-07 1.50478e-06 1.59952e-06 1.01984e-06 1.77592e-05 1.70907e-05 9.16388e-06 4.53925e-06 3.14894e-06 2.95703e-06 6.48044e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.086059999999999984 -0.088034999999999988 0.084415000000000004 0.10528000000000001 0.086035000000000014 -0.013125 0.10142000000000002 0.033845000000000007 0.10402500000000002 0.11870500000000002 0.0045450000000000013 0.096835000000000018 -1.0000000180025095e-35 -0.081399999999999986 0.11326500000000002 -0.24955499999999997 -0.23051499999999997 -0.0038099999999999996 0.09202500000000001 0.091535000000000019 0.092845000000000025 0.093400000000000025 0.094090000000000021 0.094715000000000008 0.102705 -0.0095899999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 8 9 -8 15 14 -13 -14 17 19 -17 -12 -19 -3 21 -21 23 -22 -24 -26 -27 -28 29 -29
right_child=1 10 -4 -5 -6 6 7 -9 -10 -11 11 12 13 -15 -16 16 -18 18 -20 20 22 -23 24 -25 25 26 27 28 -30 -31
leaf_value=-1.8674733560739856e-05 4.2519292493298493e-05 1.7418125958835347e-05 -3.4865514149714732e-05 -2.8321537718598152e-05 1.7567747012695431e-05 -1.1195766780998163e-05 1.0038569410520221e-05 -1.7053356377800813e-05 -5.0416299973221609e-06 3.3485131272122406e-05 -1.2451249046231776e-05 3.8968139152270202e-05 -6.3302264652520532e-05 -2.0895935904263753e-06 5.184597207733619e-05 -3.703899920219556e-05 -1.3216667536074636e-06 2.8408381639002447e-05 9.7173659084476725e-07 -3.9440907312382481e-05 -1.2545705783841495e-07 -3.6642127683576708e-07 8.4450260226731188e-05 -9.264976965607188e-05 -6.4716400776801281e-05 4.7014357272701096e-05 -3.6347908661065793e-05 -2.6875340652975046e-05 -1.4243781233811689e-06 2.4122069034787073e-05
leaf_weight=23 21 31 25 21 28 33 29 20 20 23 30 21 22 52 21 25 22 39 52 20 1708 22 25 21 21 22 22 31 544 127
leaf_count=23 21 31 25 21 28 33 29 20 20 23 30 21 22 52 21 25 22 39 52 20 1708 22 25 21 21 22 22 31 544 127
internal_value=0 3.98102e-07 -5.19863e-06 -1.4338e-06 1.7744e-06 -1.21353e-06 1.99933e-06 6.73236e-06 1.33395e-05 2.04092e-05 9.07546e-08 5.02408e-06 -7.18924e-06 -2.0288e-05 1.3195e-05 -3.51956e-07 -2.03202e-05 6.48694e-06 1.27303e-05 9.84431e-09 -2.00712e-07 -1.89733e-05 1.1204e-07 -1.24923e-06 3.08381e-06 4.31712e-07 2.26564e-06 9.05872e-07 2.07337e-06 1.41162e-05
internal_weight=0 2899 222 197 176 148 125 92 72 52 2878 237 95 74 142 2641 47 121 91 2594 2563 42 2521 1729 792 767 746 724 702 158
internal_count=3121 2899 222 197 176 148 125 92 72 52 2878 237 95 74 142 2641 47 121 91 2594 2563 42 2521 1729 792 767 746 724 702 158
is_linear=0
shrinkage=0.1


Tree=4659
num_leaves=31
num_cat=0
split_feature=1429 1417 472 155 52 52 150 52 3 43 3 13 15 13 4 43 1213 1210 133 43 13 133 1 1447 12 1455 481 1456 16 159
split_gain=5.40466e-07 1.32304e-06 1.14723e-06 1.97947e-06 5.47418e-07 1.95859e-06 1.94119e-06 1.97703e-06 7.22781e-06 3.75641e-06 4.52885e-06 2.07847e-06 4.49176e-06 4.14466e-06 4.24761e-06 7.1631e-06 2.40027e-06 5.82719e-06 2.3064e-06 4.58317e-06 6.99258e-06 3.02756e-06 2.56857e-06 4.03469e-06 4.00565e-06 5.54952e-06 6.25897e-06 3.97361e-06 4.36047e-06 3.03214e-06
threshold=0.12521000000000002 -0.080324999999999994 -0.38234499999999999 0.14230000000000001 0.091275000000000009 0.090245000000000006 0.08882000000000001 0.10160000000000001 -0.071329999999999991 -0.036954999999999995 -0.080484999999999987 0.24813000000000004 -0.56020999999999987 -0.28558999999999996 0.181285 -0.08076499999999999 0.104315 -0.05860499999999999 0.099660000000000012 0.055925000000000009 -0.077799999999999994 0.090310000000000015 0.099990000000000009 1.0000000180025095e-35 0.083715000000000026 -0.079434999999999992 -0.053799999999999994 -0.0077899999999999992 -0.040964999999999994 -0.041644999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 9 -6 -11 12 -9 -14 16 -16 17 -15 21 20 -20 22 23 24 -19 -26 -27 -28 29 -29
right_child=-2 2 3 -5 6 -7 -8 11 -10 10 -12 -13 13 14 15 -17 -18 18 19 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-2.4541599073431413e-05 1.6386011548092938e-05 -2.322432493591415e-05 4.33970508381457e-07 3.1585859924234688e-05 -3.2080676016145539e-05 2.6151591640276214e-05 2.389930891189983e-05 4.1526485467329621e-05 -6.8491908002345423e-05 3.2743625431337296e-05 -2.4550216486121913e-05 -3.1234960492425178e-05 4.2802920843314497e-05 4.6666091688726181e-05 -7.7447248954740645e-05 4.381493970314573e-06 -3.3868254069516085e-05 -2.8860050005360707e-05 -7.212624771000265e-05 2.5910346230375585e-05 -5.5402209217509556e-06 2.9561031697085129e-05 2.072843850865783e-05 -4.8553726701356941e-05 -4.018504012037738e-05 6.2272682139120583e-05 4.2797865113574192e-05 4.3437323820398892e-05 -3.1410966862734453e-05 -1.4307304093667657e-06
leaf_weight=22 20 21 2295 20 30 30 27 25 21 37 22 22 20 26 20 23 21 44 24 20 46 35 44 20 24 21 22 20 38 61
leaf_count=22 20 21 2295 20 30 30 27 25 21 37 22 22 20 26 20 23 21 44 24 20 46 35 44 20 24 21 22 20 38 61
internal_value=0 -1.05676e-07 6.89229e-08 2.28883e-07 2.24514e-08 7.65811e-07 -2.40155e-06 -3.43671e-06 -1.57213e-05 -3.26979e-06 1.13798e-05 -1.0907e-06 1.06365e-07 -1.85111e-06 -3.60569e-06 -3.36784e-05 -8.30738e-07 7.28336e-07 -2.12222e-06 -1.63075e-05 -2.83697e-05 1.75825e-06 -1.5516e-06 -5.47289e-06 -1.72673e-06 4.6919e-06 1.13403e-05 3.75467e-06 -3.4634e-06 9.6478e-06
internal_weight=0 3101 3079 3058 3038 2325 713 686 110 89 59 576 554 529 509 43 466 445 419 90 70 329 294 250 230 186 162 141 119 81
internal_count=3121 3101 3079 3058 3038 2325 713 686 110 89 59 576 554 529 509 43 466 445 419 90 70 329 294 250 230 186 162 141 119 81
is_linear=0
shrinkage=0.1


Tree=4660
num_leaves=31
num_cat=0
split_feature=1455 484 160 1455 482 42 4 1455 15 16 484 2 2 2 484 51 1375 159 160 16 482 4 39 376 1 49 13 9 33 9
split_gain=5.90715e-07 2.23732e-06 2.36008e-06 1.17568e-06 9.99928e-07 3.88684e-06 2.82553e-06 1.32165e-06 1.20372e-06 1.62058e-06 1.1241e-06 5.66698e-06 1.08467e-05 1.07048e-05 3.11855e-06 4.08169e-06 3.09003e-06 2.29924e-06 2.47454e-06 4.207e-06 1.7994e-06 1.76283e-06 4.27662e-06 1.77349e-06 1.82712e-06 2.95409e-06 3.55374e-06 2.34239e-06 2.28274e-06 2.03029e-06
threshold=-0.092919999999999989 0.065750000000000017 -0.04016999999999999 -0.088559999999999986 0.090355000000000005 0.096235000000000015 0.62931500000000018 -0.065979999999999983 -0.026084999999999994 0.057265000000000003 0.085790000000000019 0.087015000000000023 0.085785000000000014 0.087625000000000022 0.056480000000000009 -0.085989999999999997 -0.062154999999999995 0.10545500000000001 -0.080409999999999995 -0.0098449999999999979 0.080200000000000007 0.51164000000000009 0.089790000000000023 0.087010000000000018 0.13743000000000002 -0.031119999999999998 -1.0000000180025095e-35 0.092890000000000014 -0.009184999999999997 0.085555000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 6 8 7 -5 9 -6 14 12 -12 -13 20 -16 -15 18 19 -18 21 23 -23 24 27 -26 -27 28 -9 -30
right_child=3 2 -4 4 5 -7 -8 10 -10 -11 11 13 -14 16 15 -17 17 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=3.5544554140704518e-05 -2.3792399562288277e-05 -2.2105223563682689e-05 2.1126750051853774e-05 -2.3987185479358153e-05 1.9534621981456905e-05 3.9424948749177522e-05 -3.0961479187681109e-05 -3.3573830002015236e-05 -1.6077414199701578e-05 -1.3933785426754344e-05 -1.5063480613106449e-06 7.0379282710962887e-05 -8.4751938811677976e-05 -4.2859500426857272e-05 -2.3997202085659164e-06 4.7724151787065243e-05 -8.3012827763013767e-06 -2.4279368647382531e-05 -1.8750134966632524e-05 4.8628026993187466e-05 2.486594846137952e-05 4.9916377105071902e-05 -9.8335249058436617e-06 1.7723038627082133e-05 1.5225949490823868e-05 -6.6198447408775496e-06 -5.7192718471317987e-05 3.1317171701432571e-05 -7.4460894474905535e-07 2.9779235757649243e-05
leaf_weight=22 21 28 23 23 39 31 30 21 35 23 45 21 24 20 33 32 25 28 22 27 29 23 25 52 22 33 24 23 2295 22
leaf_count=22 21 28 23 23 39 31 30 21 35 23 45 21 24 20 33 32 25 28 22 27 29 23 25 52 22 33 24 23 2295 22
internal_value=0 8.88971e-06 -2.60845e-06 -2.1292e-07 -4.93354e-08 8.60029e-06 -4.31244e-07 -1.12001e-07 -1.25089e-06 7.11892e-06 8.09467e-08 -6.92433e-06 -3.04613e-05 4.43269e-06 6.44773e-07 2.22766e-05 -6.91878e-06 1.28425e-07 9.36381e-06 2.12582e-05 9.74504e-08 -1.8534e-07 1.87966e-05 -5.50964e-07 -9.40409e-07 -1.59001e-05 -2.79137e-05 -4.39852e-07 -7.5226e-07 -4.54784e-07
internal_weight=0 73 51 3048 3027 128 2899 2869 97 62 2846 212 69 143 2634 65 122 102 74 52 2569 2540 48 2492 2440 79 57 2361 2338 2317
internal_count=3121 73 51 3048 3027 128 2899 2869 97 62 2846 212 69 143 2634 65 122 102 74 52 2569 2540 48 2492 2440 79 57 2361 2338 2317
is_linear=0
shrinkage=0.1


Tree=4661
num_leaves=31
num_cat=0
split_feature=9 3 33 34 9 1 120 1 10 4 41 4 4 9 2 3 16 52 43 3 3 42 133 51 48 49 4 3 47 52
split_gain=5.91779e-07 4.36018e-06 2.62796e-06 8.85023e-07 1.46863e-06 1.47312e-06 2.15461e-06 2.14853e-06 1.37645e-06 1.11398e-05 1.05451e-06 1.24503e-06 9.68965e-06 1.05143e-05 3.04428e-06 6.65502e-06 1.25055e-05 5.51839e-06 3.65607e-06 3.05227e-06 3.41991e-06 3.77595e-06 2.51882e-06 8.60071e-06 2.65917e-06 4.73875e-06 2.57998e-06 2.92906e-06 2.30535e-06 2.00846e-06
threshold=0.092235000000000011 -0.012939999999999998 -0.018454999999999996 -0.097449999999999981 -0.090799999999999978 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 -0.011559999999999999 0.053180000000000012 0.11457000000000002 0.056795000000000005 0.053180000000000012 -0.013509999999999999 0.10402500000000002 -0.073884999999999992 -0.078844999999999985 0.15116000000000002 0.016310000000000002 -0.077644999999999978 -0.081459999999999991 0.087825000000000014 0.090665000000000009 -0.23823499999999997 -0.072824999999999987 -0.031119999999999998 0.41816000000000003 -0.0080949999999999998 0.077555000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 7 8 9 -6 11 12 13 -10 15 19 18 22 28 20 -13 -22 23 -16 -25 -26 27 -27 -17 -24
right_child=1 -3 3 4 5 -7 -8 -9 10 -11 -12 14 -14 -15 17 16 -18 -19 -20 -21 21 -23 29 24 25 26 -28 -29 -30 -31
leaf_value=3.6316504811111372e-05 -3.3482305482748691e-05 2.3236243833193642e-05 2.0915576765219161e-05 -2.258552540924625e-05 -4.9082117038778966e-05 2.7075830893181777e-05 -2.3504843281840201e-05 3.2819424222907405e-05 7.2372102487179284e-05 3.5865385801186607e-05 -2.0191062401863747e-05 -9.851160439211527e-06 -5.7020014731582104e-05 -4.5435552932644246e-07 -6.429277049392112e-05 4.611992473890555e-05 0.00010435374408189092 -3.7784683840490706e-05 -2.1404444669315126e-05 -3.6845958388767033e-05 5.7584823012543244e-05 -4.788246239210518e-07 4.3591943555535791e-05 -2.4846856705642918e-05 5.389252945037914e-05 1.2214503346643012e-05 1.3025767638261889e-05 -3.7581352646359141e-05 2.5729772096383388e-06 7.0000015421101132e-06
leaf_weight=20 33 23 20 29 38 20 39 20 20 26 25 60 30 2258 20 31 20 37 20 20 21 24 24 26 21 21 88 27 20 40
leaf_count=20 33 23 20 29 38 20 39 20 20 26 25 60 30 2258 20 31 20 37 20 20 21 24 24 26 21 21 88 27 20 40
internal_value=0 -1.01872e-05 1.86124e-07 -5.11856e-08 -1.89809e-07 2.69721e-08 -1.54808e-07 1.55254e-07 -6.87034e-08 -1.45722e-05 2.56647e-07 4.37408e-07 -5.58533e-07 1.85034e-07 4.85785e-06 1.3935e-05 3.45073e-05 -1.59172e-06 1.48322e-05 -1.04159e-06 5.77828e-06 2.66175e-05 3.42379e-06 -2.02983e-06 4.77487e-06 9.68037e-06 2.8535e-06 -1.57957e-05 2.90427e-05 2.0722e-05
internal_weight=0 56 3065 3045 3025 2996 2976 2937 2917 64 2853 2828 2308 2278 520 216 91 304 71 125 105 45 267 203 183 157 136 48 51 64
internal_count=3121 56 3065 3045 3025 2996 2976 2937 2917 64 2853 2828 2308 2278 520 216 91 304 71 125 105 45 267 203 183 157 136 48 51 64
is_linear=0
shrinkage=0.1


Tree=4662
num_leaves=31
num_cat=0
split_feature=375 132 1186 1185 15 16 1204 2 42 130 130 130 130 130 42 13 12 42 13 0 0 51 133 4 0 133 43 11 9 10
split_gain=6.21273e-07 6.78199e-07 1.80823e-05 9.50756e-06 2.01377e-06 8.98771e-07 7.00077e-07 1.45675e-06 1.59395e-06 7.83837e-07 9.3448e-07 1.73151e-06 1.11362e-06 1.97641e-06 1.35174e-06 3.03221e-06 2.21007e-06 1.23125e-06 1.2539e-06 3.79731e-06 2.42574e-06 6.13711e-06 9.29525e-06 7.17983e-06 1.84411e-06 2.45412e-06 1.89495e-06 1.43866e-06 2.89525e-06 3.58617e-06
threshold=0.088915000000000008 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 -0.097644999999999996 -0.016569999999999994 0.080205000000000012 -0.067534999999999998 0.10887000000000001 0.10034000000000003 0.097445000000000018 0.092225000000000015 0.089120000000000019 -0.11051499999999999 -0.011914999999999999 0.086210000000000023 -0.09693499999999998 0.10002500000000002 0.12411500000000002 0.10455500000000001 -0.057604999999999996 0.086910000000000015 -0.42529999999999996 -0.094299999999999981 0.076280000000000014 -0.23714499999999997 -0.011194999999999998 0.092235000000000011 0.0036750000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 7 -5 -9 10 11 12 13 14 15 -8 -17 -16 20 24 27 -22 23 -23 -20 26 -26 -19 29 -29
right_child=-2 3 -4 6 -6 -7 9 8 -10 -11 -12 -13 -14 -15 17 16 -18 18 19 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=1.7418900718439546e-05 -1.6374614729695329e-05 -6.5770207683354701e-05 9.3684729723636775e-05 2.9976383446713345e-05 -3.0491640078253116e-05 -3.1218695249258923e-06 4.5637050021019563e-05 -1.6476393600167534e-05 1.431527212389483e-05 -1.3306220886409972e-05 1.5720173427038581e-05 -2.8011326701909476e-05 1.7155062875261998e-05 -2.5607438783481487e-05 -2.0685243638079806e-05 -1.9680747251455884e-05 1.9167591756286131e-05 2.5107681911954978e-05 2.6251226546710665e-05 4.9531472832313746e-05 1.8098152141203917e-05 -8.1659764033675491e-05 2.0275578339351342e-05 -7.2912133072393426e-06 2.4022649680167284e-05 -3.4957408147420217e-05 -8.0153276409570647e-06 -6.8531176369856364e-08 -2.8987729777273834e-05 3.4189586069494964e-05
leaf_weight=25 23 22 21 24 25 144 21 29 40 44 38 22 38 30 29 27 32 23 26 20 39 34 25 21 30 20 48 2136 34 31
leaf_count=25 23 22 21 24 25 144 21 29 40 44 38 22 38 30 29 27 32 23 26 20 39 34 25 21 30 20 48 2136 34 31
internal_value=0 1.21566e-07 5.53959e-06 -2.82483e-07 -4.0019e-06 -8.3294e-08 2.21093e-07 8.75515e-06 1.37385e-06 -6.56369e-08 1.48234e-07 -7.20685e-08 1.58661e-07 -8.72883e-08 2.07629e-07 1.30045e-05 1.38954e-06 -1.99267e-07 3.96121e-08 9.09692e-06 -5.17047e-07 -1.44271e-05 -3.02832e-05 -5.32645e-05 2.57522e-06 -3.70617e-06 4.30697e-06 2.27243e-07 -3.27525e-08 4.21548e-07
internal_weight=0 3098 215 2883 194 169 2861 93 69 2768 2724 2686 2664 2626 2596 80 59 2516 2487 144 2343 119 80 55 124 98 78 2224 2201 2167
internal_count=3121 3098 215 2883 194 169 2861 93 69 2768 2724 2686 2664 2626 2596 80 59 2516 2487 144 2343 119 80 55 124 98 78 2224 2201 2167
is_linear=0
shrinkage=0.1


Tree=4663
num_leaves=31
num_cat=0
split_feature=10 0 9 15 12 12 45 4 1 1 39 376 0 0 3 39 0 151 4 1 2 4 151 3 1456 2 49 42 16 0
split_gain=7.01192e-07 5.87222e-06 1.75324e-06 1.73014e-06 6.67888e-07 6.09904e-06 2.59457e-06 1.07972e-06 1.2786e-06 2.11927e-06 1.78075e-06 1.90411e-06 4.56523e-06 3.29288e-06 1.11616e-06 2.02133e-06 1.81249e-06 1.49085e-06 9.95003e-07 3.68476e-06 2.05621e-05 3.82705e-06 3.43093e-06 3.65163e-06 3.28861e-06 2.91707e-06 4.27925e-06 4.79813e-06 2.78922e-06 2.67942e-06
threshold=0.053330000000000009 -0.079829999999999998 0.08925000000000001 -0.091184999999999988 -0.010834999999999999 -0.029094999999999999 0.084355000000000013 0.62931500000000018 0.10658000000000002 0.10956 0.084020000000000011 0.083890000000000006 -0.10474999999999998 -0.10151999999999999 0.0041950000000000008 0.10031500000000002 -0.064754999999999993 -1.0000000180025095e-35 0.024790000000000003 0.094220000000000012 0.082850000000000021 0.055260000000000011 -0.0060399999999999994 -0.094874999999999987 -0.063824999999999979 0.113445 0.099465000000000012 0.084835000000000008 -0.18708499999999997 -0.23051499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 7 18 8 10 -10 -1 12 -12 -13 15 17 -16 -11 28 20 -20 -21 -22 -24 -25 26 27 -26 -6 -30
right_child=1 3 -4 -5 6 -7 -8 -9 9 14 11 13 -14 -15 16 -17 -18 -19 19 21 22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-2.9957436495701235e-05 -5.1625712939826568e-05 -7.1872592045486999e-06 2.3159616736820406e-05 2.9539239000334182e-05 -3.7934220272290987e-05 -5.6340668275619723e-05 2.8403072315086322e-05 -2.1299266586538581e-05 3.4728804783536243e-05 -1.4586968187359163e-05 -4.0122720171101756e-05 4.5442853261192797e-05 9.3139239400811008e-06 -1.0621458080673951e-05 -6.658477836825158e-07 -2.9227486018498894e-05 3.3935859700780684e-05 1.6856149785014984e-05 0.00011000032143783756 -4.5270783794833174e-05 4.3943392665823924e-05 -6.7485881973168389e-07 3.6529908290503955e-05 -4.0480744027346107e-05 2.9597238084246973e-05 1.8995884297430424e-05 -3.713669062158766e-05 -2.1720962836947624e-05 -2.745688764460081e-05 6.284710008006559e-08
leaf_weight=26 23 29 33 23 20 21 33 24 23 25 31 20 47 22 41 25 24 38 20 21 20 230 25 22 38 57 36 35 36 2053
leaf_count=26 23 29 33 23 20 21 33 24 23 25 31 20 47 22 41 25 24 38 20 21 20 230 25 22 38 57 36 35 36 2053
internal_value=0 -9.55226e-06 2.35197e-07 9.05715e-06 -1.58836e-08 -4.01362e-06 5.38602e-07 -8.37702e-07 6.87383e-07 6.42668e-06 -6.23122e-06 -1.09054e-06 -1.0334e-05 1.60758e-05 2.17211e-06 -5.1685e-06 1.21102e-05 4.37872e-06 1.86697e-07 4.17847e-06 1.26951e-05 -4.40599e-06 4.34268e-06 6.24306e-07 -4.15037e-06 6.64493e-07 -8.92165e-06 4.99262e-06 -7.67239e-07 -4.11404e-07
internal_weight=0 75 3046 52 3013 367 2646 346 322 176 146 120 78 42 153 88 65 63 2613 504 253 251 233 213 188 166 109 73 2109 2089
internal_count=3121 75 3046 52 3013 367 2646 346 322 176 146 120 78 42 153 88 65 63 2613 504 253 251 233 213 188 166 109 73 2109 2089
is_linear=0
shrinkage=0.1


Tree=4664
num_leaves=31
num_cat=0
split_feature=33 12 130 9 16 15 0 0 42 3 4 2 16 16 2 52 3 15 4 4 15 2 0 2 129 43 3 13 1213 1213
split_gain=7.30191e-07 6.45914e-07 1.19906e-06 6.33178e-07 1.22971e-06 7.33762e-07 6.44015e-07 2.72527e-06 4.68745e-06 5.14613e-06 2.69771e-06 4.79693e-06 7.9007e-06 1.61022e-05 7.53064e-06 4.23819e-06 4.47646e-06 4.54454e-06 9.60456e-06 3.2285e-06 4.88211e-06 4.6943e-06 3.04373e-06 2.85655e-06 2.73128e-06 3.97073e-06 2.00734e-06 1.53667e-06 3.6712e-06 7.18643e-06
threshold=-0.012019999999999998 0.23631000000000002 -0.22461999999999996 0.089995000000000006 -0.088704999999999992 -0.56020999999999987 -0.10224499999999999 -0.097274999999999986 -0.074124999999999983 -0.072894999999999988 0.0049200000000000008 0.10402500000000002 -0.11118499999999999 -0.056919999999999991 0.10644500000000001 0.084240000000000023 -0.010424999999999999 -0.09551999999999998 -0.010384999999999998 0.41257000000000005 -0.074054999999999996 0.121465 -0.18113999999999997 0.11747 0.080675000000000011 -0.08595499999999999 -0.00083499999999999991 -0.088319999999999996 -0.087969999999999979 -0.15413999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 10 8 -8 -10 15 12 -12 -14 -13 16 24 -18 -19 20 26 -21 -23 -22 25 -7 -16 28 29 -9
right_child=1 -3 3 4 -6 6 7 27 9 -11 11 14 13 -15 19 -17 17 18 -20 21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.6076161461699354e-05 2.1251330225721988e-05 -1.6550089153695256e-05 -1.752613780278504e-05 -5.8658035446309707e-07 3.0497173443109202e-05 2.2200197165870229e-06 2.2151743420787778e-05 1.5701666209654809e-05 -1.1580283512557799e-05 -7.2711848614354882e-05 7.3716739744464456e-06 -5.884991967918939e-05 0.00011523939054551075 -4.4272783932022078e-06 -7.0346842625212959e-06 -4.5299610667370872e-05 2.1073094411314324e-05 -1.7260492822970264e-06 -7.6659180194837973e-05 4.8074381387171648e-05 -5.7736583643087545e-05 -2.7017081858661108e-05 2.5010575683898588e-05 -5.5186703320941889e-06 -1.4001025793613341e-05 5.1298665437116145e-05 3.7232083983932783e-05 -1.0207816176241294e-06 1.2891594527835487e-05 -5.0159976611515357e-05
leaf_weight=28 27 23 24 35 20 34 21 37 40 21 116 21 23 22 20 24 26 50 26 33 22 23 22 20 23 32 21 2033 224 30
leaf_count=28 27 23 24 35 20 34 21 37 40 21 116 21 23 22 20 24 26 50 26 33 22 23 22 20 23 32 21 2033 224 30
internal_value=0 1.45531e-07 2.70612e-07 8.44541e-08 1.07166e-05 -1.11251e-07 2.97597e-08 -6.80109e-07 -1.85972e-05 -3.26256e-05 3.09059e-06 8.59553e-06 2.11691e-05 5.67357e-05 -2.52721e-06 -5.69171e-06 -7.14798e-07 -1.50151e-05 -2.73611e-05 4.81923e-06 -8.90841e-06 1.94269e-05 -1.58134e-06 -3.28709e-05 1.56743e-05 2.60157e-05 1.56385e-05 -4.79215e-08 6.74873e-06 -1.37886e-05
internal_weight=0 3093 3070 3043 55 2988 2964 2406 82 61 558 343 161 45 182 215 191 102 76 161 83 78 45 42 89 66 41 2324 291 67
internal_count=3121 3093 3070 3043 55 2988 2964 2406 82 61 558 343 161 45 182 215 191 102 76 161 83 78 45 42 89 66 41 2324 291 67
is_linear=0
shrinkage=0.1


Tree=4665
num_leaves=31
num_cat=0
split_feature=45 11 33 49 34 9 0 12 13 4 4 4 1456 2 49 2 0 3 43 3 0 158 3 3 130 2 0 0 13 150
split_gain=6.17362e-07 3.16555e-06 2.75752e-06 2.53206e-06 6.63374e-07 8.75553e-07 1.9934e-06 7.28682e-07 9.03433e-07 7.73319e-07 6.84954e-06 7.75691e-06 2.21445e-06 3.23241e-06 5.44264e-06 6.73594e-06 5.05212e-06 2.22949e-06 3.44332e-06 3.00667e-06 1.86047e-06 1.85659e-06 2.41324e-06 3.39071e-06 3.02243e-06 2.01965e-06 2.25846e-06 2.76713e-06 2.59177e-06 2.61184e-06
threshold=0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.13087000000000001 -0.112215 0.089995000000000006 -0.033209999999999996 -0.14757499999999998 -0.53104499999999988 0.056795000000000005 0.053180000000000012 0.04735000000000001 -0.079704999999999984 0.10188000000000001 -0.067649999999999988 0.098035000000000011 -0.14001499999999997 -0.077644999999999978 -0.078469999999999984 -0.06977499999999999 -0.09515499999999999 0.10654500000000001 -0.094874999999999987 -0.14477499999999996 0.09364500000000002 0.10527500000000002 -0.09595999999999999 -0.073309999999999986 -0.091904999999999987 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -4 7 -7 -6 -9 10 11 -10 -11 14 -14 16 -16 18 -18 -19 -21 22 23 -15 25 -24 28 -28 -27 -30
right_child=3 2 4 -5 5 6 -8 8 9 12 -12 -13 13 21 15 -17 17 19 -20 20 -22 -23 24 -25 -26 26 27 -29 29 -31
leaf_value=3.4907677162174454e-05 -3.7654821089745385e-05 -3.3896498037696196e-05 -1.7167666383308889e-05 1.2062056962999382e-05 -1.2729745137882921e-05 3.7770454282508583e-05 -3.565082464719792e-06 2.1416527906694683e-05 -6.3560034795474313e-07 -2.3520799970418892e-05 -4.6663786525869001e-05 6.0420625024042763e-05 -2.4677977123512088e-05 -1.2589484500262808e-06 6.1325809692789338e-05 7.6040371905037322e-05 -5.7885250998879203e-06 -3.5851006668963239e-05 4.9402154333550313e-05 2.9321409762745205e-05 -4.4187653057551051e-06 2.4963728268630807e-05 2.5389648120229442e-05 4.7901835459924774e-05 -3.9567031611416802e-05 -4.5906675253111948e-05 3.4487742137254987e-05 -6.0379254855145101e-06 4.404842150473053e-06 -3.2801447589698567e-05
leaf_weight=26 20 24 22 21 44 20 28 20 2275 29 32 21 30 47 20 20 20 20 26 26 44 25 21 20 27 24 23 63 54 29
leaf_count=26 20 24 22 21 44 20 28 20 2275 29 32 21 30 47 20 20 20 20 26 26 44 25 21 20 27 24 23 63 54 29
internal_value=0 1.62273e-07 -1.33529e-07 -1.21901e-05 1.33901e-07 2.60441e-07 1.36581e-05 4.31826e-08 2.35915e-07 8.96405e-08 -7.17525e-07 -7.71593e-08 3.39788e-06 4.8462e-06 1.46921e-05 2.1403e-05 1.43982e-05 7.49703e-06 2.54062e-05 -1.65655e-06 8.1133e-06 -1.24468e-06 -3.37199e-06 1.34159e-05 -8.03917e-06 -4.06135e-06 -7.26587e-06 4.80033e-06 -1.69639e-05 -8.59495e-06
internal_weight=0 3080 3054 41 3030 3008 48 2960 2916 2896 2328 2296 568 539 206 176 156 136 46 90 70 333 308 67 241 214 193 86 107 83
internal_count=3121 3080 3054 41 3030 3008 48 2960 2916 2896 2328 2296 568 539 206 176 156 136 46 90 70 333 308 67 241 214 193 86 107 83
is_linear=0
shrinkage=0.1


Tree=4666
num_leaves=31
num_cat=0
split_feature=11 47 47 47 47 2 47 16 3 43 4 3 484 1 48 13 9 12 9 393 131 130 10 12 34 49 49 133 4 16
split_gain=7.61901e-07 6.32339e-07 7.01883e-06 5.67842e-06 1.4122e-06 1.00091e-06 1.05431e-06 9.98972e-07 1.27187e-06 2.81106e-06 3.14084e-06 1.95288e-06 1.93366e-06 1.63884e-06 1.61993e-06 9.19754e-07 9.08867e-07 5.2381e-06 4.71439e-06 9.01166e-07 8.5823e-07 7.9381e-07 1.34943e-06 1.83388e-06 1.15408e-06 1.13793e-06 2.1478e-06 1.98889e-06 2.53523e-06 1.08591e-06
threshold=-0.072629999999999986 0.094460000000000002 0.096770000000000009 0.091680000000000011 0.089640000000000011 0.14445500000000003 0.13975500000000002 0.5136400000000001 -0.078084999999999988 -0.0047449999999999992 0.055260000000000011 0.097915000000000016 -0.075319999999999984 0.122715 0.10697000000000002 -0.075974999999999987 0.092235000000000011 -0.010834999999999999 0.085555000000000006 0.12679500000000002 0.13767000000000004 -0.22699999999999995 -0.084119999999999986 -0.015429999999999998 -0.085739999999999983 -0.10774499999999999 -0.088694999999999982 0.085815000000000016 -0.011884999999999998 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 16 6 7 8 12 10 -10 -11 -4 -13 15 -14 18 -18 19 20 21 -2 23 -23 -24 27 -27 28 29 -26
right_child=1 2 5 -5 -6 -7 -8 -9 9 11 -12 13 14 -15 -16 -17 17 -19 -20 -21 -22 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=-1.8983382623056453e-05 -1.7822104204157086e-05 -5.8588224402972802e-05 -2.9864716788534473e-05 5.1216280355054722e-05 -2.2986073690844933e-05 -2.0096736295603598e-05 2.2114398238361743e-05 -2.113357069382411e-05 -2.4025312820247732e-06 -2.8311942253861599e-05 4.7342839407065186e-05 2.8723926146767556e-05 2.9176137388731151e-06 -1.0416293591096411e-05 2.0513008775165434e-05 -2.2403809750288092e-05 2.6713124598245489e-05 -3.9355641345840319e-05 4.6780582025266174e-05 1.8824052788729135e-05 -1.9553271505918185e-05 -3.2913909496434419e-07 -2.0067902088222974e-05 3.7482392698344171e-05 3.4156665060436352e-05 -2.7152073098163942e-05 2.2814280177332906e-07 3.1309490759667823e-05 -1.865798059203799e-05 1.5981895376171453e-06
leaf_weight=21 24 22 26 22 26 23 23 21 22 23 30 20 32 23 29 26 20 30 22 26 22 29 28 23 21 29 2372 32 34 20
leaf_count=21 24 22 26 22 26 23 23 21 22 23 30 20 32 23 29 26 20 30 22 26 22 29 28 23 21 29 2372 32 34 20
internal_value=0 1.28602e-07 -4.08101e-06 6.13161e-07 2.09511e-07 -5.69831e-08 1.61907e-06 -2.51536e-07 1.64683e-06 8.90812e-06 2.62967e-05 -4.79198e-06 -5.93576e-06 7.78846e-06 1.21542e-06 -8.43337e-06 4.30259e-07 -1.29281e-05 6.79297e-07 2.98008e-07 1.15139e-07 2.808e-07 4.48678e-07 1.63952e-05 1.21699e-07 3.47102e-07 -1.02564e-07 1.04373e-05 1.53177e-06 1.82745e-05
internal_weight=0 3100 320 2780 2758 298 275 252 231 118 52 66 113 43 87 58 2732 50 2682 2660 2634 2612 2588 52 2536 2508 2401 107 75 41
internal_count=3121 3100 320 2780 2758 298 275 252 231 118 52 66 113 43 87 58 2732 50 2682 2660 2634 2612 2588 52 2536 2508 2401 107 75 41
is_linear=0
shrinkage=0.1


Tree=4667
num_leaves=31
num_cat=0
split_feature=10 0 15 0 45 11 1 123 1 148 0 147 147 147 9 2 4 160 15 2 2 484 160 2 150 52 52 159 52 2
split_gain=6.43928e-07 5.32382e-06 4.82966e-06 2.94781e-06 9.71119e-07 6.3339e-06 6.90518e-07 2.10145e-06 2.72163e-06 1.92674e-06 1.40705e-06 1.03161e-06 2.11862e-06 1.52329e-06 9.32121e-07 1.19062e-06 7.50682e-06 8.74572e-06 7.89509e-07 9.0107e-07 5.46866e-06 4.47991e-06 5.66069e-06 3.44848e-06 2.74349e-06 3.39231e-06 4.19856e-06 2.93021e-06 3.03625e-06 3.33599e-06
threshold=-0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.072594999999999979 0.094030000000000016 -1.0000000180025095e-35 0.13686500000000004 0.090420000000000014 0.14326500000000003 0.099425000000000013 -0.073309999999999986 0.097985000000000017 0.092070000000000013 0.089810000000000015 0.088235000000000022 -0.0050599999999999994 0.053180000000000012 0.081905000000000019 -0.46471999999999997 0.10912000000000001 0.11018500000000002 0.085655000000000023 0.11205000000000002 0.10774000000000002 0.095950000000000021 0.10263500000000002 0.11639500000000001 0.086110000000000006 0.060015000000000006 0.11293500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 9 8 -8 11 -10 12 13 14 15 16 17 -7 -17 23 -21 22 24 -20 25 27 -27 28 29 -22
right_child=4 2 3 -5 -6 6 7 -9 10 -11 -12 -13 -14 -15 -16 18 -18 -19 19 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-4.8242570828733738e-05 5.6570999554423906e-05 3.2486966284118862e-05 -4.4058635796231802e-05 2.6260316142150643e-06 -1.6038184676542896e-05 8.7028061534510934e-05 -4.3657689231622498e-05 1.535481402145576e-05 1.4184640394887538e-05 3.0572677583439232e-05 -1.9713558787657349e-05 -1.768278110745314e-05 2.8787110197579473e-05 -2.6722774990568203e-05 -1.7217286125135918e-05 -1.2802864077220084e-05 -3.1428789863303281e-05 -6.4905084946076382e-06 1.3946324537342128e-07 5.5752687912900001e-05 -2.6807190442923458e-05 -3.9714074902500827e-05 5.1821410852426201e-05 -3.0648875415224484e-05 -2.9657008893152054e-05 -5.3644141225959174e-05 1.2814322511779743e-07 3.8211949299693518e-05 4.1571141628082843e-05 8.0186576490682954e-06
leaf_weight=25 20 36 21 38 36 20 25 28 24 21 25 32 26 21 30 46 23 20 2169 20 34 24 24 37 26 20 53 32 21 144
leaf_count=25 20 36 21 38 36 20 25 28 24 21 25 32 26 21 30 46 23 20 2169 20 34 24 24 37 26 20 53 32 21 144
internal_value=0 -7.18313e-06 3.62199e-06 -1.39905e-05 2.87236e-07 4.85454e-07 1.04567e-07 -7.97956e-06 -1.68088e-05 3.94606e-07 -3.11036e-06 1.70035e-07 3.74798e-07 1.07534e-07 3.12942e-07 5.06789e-07 1.40935e-05 4.02688e-05 1.83785e-07 4.13196e-07 4.79265e-06 2.09635e-06 4.93096e-06 -3.76932e-07 1.52074e-06 4.18726e-06 -1.4604e-05 1.01256e-05 5.60923e-06 1.36653e-06
internal_weight=0 120 95 59 3001 2965 2945 102 74 2843 49 2822 2790 2764 2743 2713 63 40 2650 2604 398 378 354 2206 330 304 73 231 199 178
internal_count=3121 120 95 59 3001 2965 2945 102 74 2843 49 2822 2790 2764 2743 2713 63 40 2650 2604 398 378 354 2206 330 304 73 231 199 178
is_linear=0
shrinkage=0.1


Tree=4668
num_leaves=31
num_cat=0
split_feature=11 1211 50 401 401 133 3 1211 402 0 43 16 1208 403 403 2 402 402 402 402 1212 1212 1212 1212 52 131 1455 43 43 42
split_gain=9.30533e-07 5.89335e-07 1.5007e-06 7.08844e-07 2.05089e-06 1.86446e-06 4.38295e-06 1.32469e-06 1.30974e-06 5.96379e-06 8.65909e-06 2.41752e-06 2.12994e-06 2.04245e-06 2.23569e-06 1.26772e-06 1.26077e-06 1.1841e-06 1.08974e-06 1.05406e-06 8.07453e-07 9.35621e-06 3.78868e-06 2.60203e-06 1.2507e-06 1.01096e-06 1.30999e-06 2.61945e-06 6.11616e-06 2.20002e-06
threshold=-0.072629999999999986 0.11716500000000001 0.090980000000000019 -0.46360499999999999 -0.13200999999999999 0.51114000000000004 -0.085709999999999995 0.10809000000000001 -0.089154999999999998 -0.086234999999999992 -0.035139999999999991 -0.080344999999999986 0.106285 -0.53960999999999981 -0.52800499999999995 0.088930000000000023 -0.086719999999999978 -0.064959999999999976 -0.024724999999999997 -0.0078149999999999973 -0.064959999999999976 -0.092474999999999988 -0.14780999999999997 -0.009474999999999999 0.08976000000000002 0.11863000000000001 -0.072959999999999983 -0.013024999999999998 -0.078139999999999973 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 7 -7 8 9 -6 11 -11 13 -10 -15 -13 -16 -18 -19 -20 21 22 24 -22 -21 26 27 28 29 -25
right_child=1 2 -4 4 5 6 -8 -9 12 10 -12 15 -14 14 16 -17 17 18 19 20 23 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-2.0979265354981183e-05 -1.6170713098728341e-05 -2.5033801428049411e-06 3.2211310049206077e-05 2.4897454711732059e-05 -3.1706218986208254e-05 1.2427996989572422e-05 -5.076018379717741e-05 -2.4889977343956984e-05 2.410906944922837e-05 -2.1369371029322793e-05 7.3698413496003928e-05 4.736438749579761e-06 -3.1133284259836232e-05 -3.1951764123567209e-05 -2.4351830870728011e-05 3.5985943932679398e-05 2.2358719562968568e-05 -2.2643112645580136e-05 2.2024618870504625e-05 5.10195169586358e-06 3.6341985396575186e-05 -6.3636418341654163e-05 4.272355555175719e-05 -1.4177449115630871e-05 -2.3393414683899515e-05 -1.627862294618673e-05 -1.0815705933646004e-07 -1.6754822005168535e-05 6.8128117918604401e-05 2.4867435934504977e-05
leaf_weight=21 27 33 20 33 27 21 23 21 35 24 24 34 22 22 21 21 24 21 22 43 20 24 22 31 24 37 2352 25 20 27
leaf_count=21 27 33 20 33 27 21 23 21 35 24 24 34 22 22 21 21 24 21 22 43 20 24 22 31 24 37 2352 25 20 27
internal_value=0 1.42114e-07 1.05965e-05 -3.97308e-08 1.04487e-07 -1.69423e-07 -2.06022e-05 1.36062e-07 3.1592e-07 1.01275e-05 2.10936e-05 5.11239e-06 -1.40922e-07 1.05227e-07 -2.01952e-07 1.66681e-05 5.55106e-08 2.4591e-07 4.69937e-08 2.27006e-07 4.43212e-08 -8.2249e-06 6.71753e-06 4.16305e-07 -5.10534e-06 1.27976e-07 3.75245e-07 1.14137e-05 2.04421e-05 3.99862e-06
internal_weight=0 3100 53 3047 3020 2987 44 2943 2922 130 103 79 2792 2770 2735 55 2713 2692 2668 2647 2625 113 89 2512 67 2492 2455 103 78 58
internal_count=3121 3100 53 3047 3020 2987 44 2943 2922 130 103 79 2792 2770 2735 55 2713 2692 2668 2647 2625 113 89 2512 67 2492 2455 103 78 58
is_linear=0
shrinkage=0.1


Tree=4669
num_leaves=31
num_cat=0
split_feature=11 1209 1208 1209 400 130 13 132 1203 1185 2 0 2 42 1204 130 12 12 1209 1212 1210 4 13 3 13 13 4 0 52 13
split_gain=7.53731e-07 5.99651e-07 5.64347e-07 1.67308e-06 5.72817e-07 4.24663e-06 2.59709e-06 6.496e-07 1.82252e-06 1.79115e-06 6.82412e-07 1.78405e-06 1.36989e-06 2.81844e-06 1.16221e-06 7.28787e-07 6.74807e-07 3.59599e-06 3.4975e-06 3.60029e-06 5.34655e-06 3.24858e-06 2.2287e-06 4.0144e-06 3.06522e-06 3.23931e-06 2.67957e-06 3.13379e-06 2.17577e-06 2.44372e-06
threshold=-0.072629999999999986 -0.14444499999999996 0.11846000000000001 0.11743500000000001 -0.087679999999999994 0.087380000000000013 -0.0075049999999999987 -0.083174999999999985 0.087970000000000007 -0.083264999999999992 0.11585500000000001 -0.098289999999999975 0.089320000000000024 -0.058859999999999989 -1.0000000180025095e-35 -0.015164999999999998 0.086305000000000007 0.086850000000000024 -0.038154999999999994 -0.08867499999999999 -0.08126499999999999 -0.080094999999999986 -0.097224999999999992 -0.047929999999999993 -0.092534999999999992 -0.089109999999999981 -0.50052499999999989 0.12411500000000002 -0.53299999999999992 -0.085154999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 10 -9 11 -6 14 -14 15 -13 18 21 -11 -20 -21 -18 -19 24 -24 -26 27 -27 -28 -30
right_child=1 2 -4 -5 7 -7 -8 9 -10 16 -12 12 13 -15 -16 -17 17 22 19 20 -22 -23 23 -25 25 26 28 -29 29 -31
leaf_value=-1.8881337856717955e-05 1.7387415609846358e-05 5.2560529438778759e-05 1.529038887989979e-05 -2.7581656629329451e-05 -3.2448211859446021e-05 -2.659944963549303e-05 7.3878316158827937e-06 3.0075811919232366e-05 -3.3576366227602455e-05 -4.0271887732872172e-05 1.500767448305851e-05 -1.1547762978412009e-05 4.0448174630520435e-05 -1.022256140696181e-05 -2.2442784710151363e-05 1.2476071476287741e-05 5.1885606444557199e-05 1.2962028477893684e-05 3.6648572626290845e-05 -5.1709524851297659e-05 -8.19445345949835e-07 6.2520563752071051e-06 -2.697344522924296e-05 -4.3180166936839342e-05 3.0807656834700276e-05 -5.0957671555806885e-06 -1.5414040210022983e-05 4.8501285186830506e-05 -1.8590792712558369e-05 1.5899057920587846e-06
leaf_weight=21 20 20 24 22 20 24 35 20 21 23 20 23 21 23 33 28 26 129 25 21 1220 39 41 22 35 20 96 24 64 961
leaf_count=21 20 20 24 22 20 24 35 20 21 23 20 23 21 23 33 28 26 129 25 21 1220 39 41 22 35 20 96 24 64 961
internal_value=0 1.27896e-07 1.58213e-08 -1.04136e-07 9.51077e-08 8.49871e-06 2.38143e-05 -1.29557e-07 -5.8016e-06 2.58012e-07 -2.32975e-06 -4.67265e-06 -3.32716e-07 1.39612e-05 -7.82001e-06 1.64179e-06 4.08393e-08 1.51531e-06 -1.6258e-06 -9.23704e-07 -1.6806e-06 2.45055e-05 4.41775e-07 -8.37015e-07 -8.63714e-08 8.3227e-07 -6.82778e-08 2.4139e-05 -1.01843e-06 3.29843e-07
internal_weight=0 3100 3080 3056 3034 79 55 2955 189 2766 168 148 128 44 84 51 2746 1457 1289 1266 1241 65 1392 1263 1241 1200 1165 44 1121 1025
internal_count=3121 3100 3080 3056 3034 79 55 2955 189 2766 168 148 128 44 84 51 2746 1457 1289 1266 1241 65 1392 1263 1241 1200 1165 44 1121 1025
is_linear=0
shrinkage=0.1


Tree=4670
num_leaves=31
num_cat=0
split_feature=11 401 401 43 1209 1209 132 1204 132 50 394 15 1203 129 401 129 1213 1209 1210 1208 1208 133 43 2 2 43 52 1210 403 43
split_gain=6.10523e-07 5.79745e-07 8.9567e-07 2.0967e-06 1.25588e-06 7.71977e-07 6.64213e-07 1.49214e-06 9.94e-07 1.76197e-05 1.40443e-05 1.57605e-06 1.66311e-06 8.05876e-07 1.02381e-06 3.51697e-06 2.85286e-06 7.95125e-07 7.67841e-07 8.6985e-07 1.22748e-06 7.96375e-07 1.21665e-06 3.03008e-06 5.74358e-06 1.92862e-06 4.7385e-06 3.5289e-06 1.35004e-06 2.01704e-06
threshold=-0.072629999999999986 0.13837000000000002 0.11769000000000002 -0.0098449999999999979 -0.093169999999999989 -0.087199999999999986 -0.43443999999999999 0.053645000000000005 -0.083284999999999984 0.092620000000000022 0.11233000000000001 0.084905000000000022 0.084375000000000019 -0.082304999999999975 0.10632500000000002 -1.0000000180025095e-35 -0.083944999999999978 -0.076689999999999994 -0.14310999999999999 0.11846000000000001 0.10480500000000002 -0.50375999999999987 0.084740000000000024 0.091545000000000015 0.083215000000000011 0.055925000000000009 0.10473500000000001 1.0000000180025095e-35 0.022375000000000003 0.064745000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -7 8 9 11 13 -8 -13 -10 15 -15 -16 -17 -19 20 21 -20 25 24 -24 27 28 -23 29 -27
right_child=1 -3 3 -5 5 6 7 -9 10 -11 -12 12 -14 14 16 17 -18 18 19 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.6993205136237696e-05 -2.4977709617814984e-05 -1.6443834134146789e-05 2.9427781635149588e-05 -1.0155430588739642e-05 1.8827884406908363e-05 -1.4081847753418103e-05 1.2450865517731799e-06 2.501726139598759e-05 1.7345622648092645e-05 9.0833560715385502e-05 -8.1936930620854368e-05 -1.7528526143451018e-06 -4.2534144085948355e-05 -3.9212082502553647e-05 4.096123330699894e-05 -1.8057069610222243e-05 -7.9673385978542057e-06 -1.7576569071782921e-05 1.3459177807817468e-05 2.0662379877952242e-05 -2.4450053315376865e-05 5.7076837224376215e-07 -2.5377775080304481e-07 2.1156550726825823e-06 -6.5351311660260362e-05 3.3826050275820309e-05 5.808690015328466e-05 -4.061360162138174e-05 -1.9166002857673448e-05 -8.09379447067234e-06
leaf_weight=21 20 21 32 23 22 33 103 24 27 22 21 20 20 23 22 24 26 24 46 21 20 2244 33 99 23 22 20 21 20 24
leaf_count=21 20 21 32 23 22 33 103 24 27 22 21 20 20 23 22 24 26 24 46 21 20 2244 33 99 23 22 20 21 20 24
internal_value=0 1.15116e-07 2.28055e-07 1.28748e-05 -1.96199e-09 1.64321e-07 2.6629e-08 1.84506e-07 -1.92498e-08 7.52026e-06 -4.69981e-07 -5.29717e-06 -2.21435e-05 1.54629e-07 -1.65207e-08 -2.77328e-07 1.44583e-05 6.17483e-08 2.27913e-07 3.92705e-07 2.27206e-07 4.20602e-07 1.81266e-07 -8.40003e-06 -2.69903e-05 7.47026e-07 1.54458e-05 1.88927e-07 2.52427e-06 1.19548e-05
internal_weight=0 3100 3079 55 3024 3004 2982 2949 2925 165 2760 143 40 2739 2712 2664 48 2641 2617 2593 2572 2552 2506 155 56 2351 86 2265 66 46
internal_count=3121 3100 3079 55 3024 3004 2982 2949 2925 165 2760 143 40 2739 2712 2664 48 2641 2617 2593 2572 2552 2506 155 56 2351 86 2265 66 46
is_linear=0
shrinkage=0.1


Tree=4671
num_leaves=31
num_cat=0
split_feature=394 403 1176 1176 1186 42 394 1204 1203 128 398 400 128 1185 1185 43 130 42 129 131 403 1210 52 16 4 403 12 2 42 12
split_gain=6.71127e-07 5.11455e-06 6.60226e-07 1.13331e-06 8.62903e-07 1.41172e-06 7.34676e-07 6.8759e-07 7.98711e-07 8.2764e-07 8.11107e-07 8.05979e-07 7.21287e-07 1.7027e-06 1.80889e-06 8.68807e-07 2.3031e-06 9.93486e-07 9.73192e-07 1.08726e-06 9.4602e-07 4.23597e-06 2.84061e-06 3.45057e-06 3.25415e-06 4.12781e-06 1.91874e-06 1.8117e-06 1.49289e-06 2.31789e-06
threshold=0.10276 -0.074254999999999988 0.086510000000000017 1.0000000180025095e-35 -0.087469999999999978 -0.027559999999999998 -0.15150999999999998 0.057120000000000011 -1.0000000180025095e-35 0.11787500000000002 0.10586000000000002 1.0000000180025095e-35 0.10773500000000001 0.090595000000000009 0.085905000000000009 -0.53814999999999991 -0.22562499999999999 0.15432000000000004 0.10532000000000001 0.13602500000000003 0.022375000000000003 -0.064799999999999983 0.087435000000000013 -0.085589999999999986 -0.076779999999999987 0.08332500000000001 0.086095000000000019 0.10855000000000002 0.092860000000000012 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -6 8 -8 10 11 12 13 14 15 -10 -17 18 19 20 -18 -22 24 -24 25 -23 -27 28 29 -26
right_child=1 -3 -4 -5 6 -7 7 -9 9 -11 -12 -13 -14 -15 -16 16 17 -19 -20 -21 21 22 23 -25 27 26 -28 -29 -30 -31
leaf_value=-2.2491635900223628e-06 4.4840798585463075e-05 -2.3417666835441543e-05 1.5110239376424164e-05 -2.293042079641468e-05 -1.4974429132053048e-05 3.3395536738680676e-05 1.8106916339396169e-05 -1.8220498064433092e-05 1.9173733839441255e-05 -1.646311133475636e-05 1.9545424185621199e-05 -1.5484286394365989e-05 1.5427856117942915e-05 -2.7257165524845377e-05 2.6841359722311609e-05 -3.333240815014246e-05 4.4016046935681633e-07 2.1076680417309036e-05 -1.8806402087128454e-05 2.3162737015809401e-05 -4.8838633511834255e-05 -6.1615612338011323e-05 -4.2447309610080004e-06 3.4641477213881444e-05 1.5208523977673308e-05 1.4333948665807841e-05 -2.411012166605262e-05 -2.5119136662397068e-05 3.2229472346934074e-05 -2.3748695389258502e-05
leaf_weight=25 23 21 28 22 34 20 24 21 23 31 21 34 30 23 25 21 2325 22 28 20 21 22 55 39 42 20 37 20 20 24
leaf_count=25 23 21 28 22 34 20 24 21 23 31 21 34 30 23 25 21 2325 22 28 20 21 22 55 39 42 20 37 20 20 24
internal_value=0 1.22629e-05 -1.75351e-07 -3.15724e-07 -1.51362e-07 1.35929e-05 -3.58771e-07 -1.90205e-07 -6.0845e-08 -2.11044e-07 -3.56208e-08 -1.79852e-07 4.86647e-09 -1.61151e-07 6.43227e-08 -1.80083e-07 -3.43977e-07 -8.69244e-08 -2.6111e-07 -6.47898e-08 -2.41761e-07 -5.52666e-06 -2.26661e-06 1.18889e-05 -9.45915e-06 -2.4822e-05 -1.0621e-05 1.99053e-06 8.2951e-06 1.04226e-06
internal_weight=0 44 3077 3049 3027 45 2982 2948 2927 2903 2872 2851 2817 2787 2764 2739 2716 2695 2673 2645 2625 300 279 94 185 79 57 106 86 66
internal_count=3121 44 3077 3049 3027 45 2982 2948 2927 2903 2872 2851 2817 2787 2764 2739 2716 2695 2673 2645 2625 300 279 94 185 79 57 106 86 66
is_linear=0
shrinkage=0.1


Tree=4672
num_leaves=31
num_cat=0
split_feature=130 40 120 10 1 0 15 33 48 31 45 142 376 1132 4 4 4 2 2 133 3 15 15 484 3 131 52 43 52 148
split_gain=7.24163e-07 1.24506e-06 7.33883e-07 8.47912e-07 1.18878e-05 1.84287e-05 4.33533e-06 1.51506e-06 8.47975e-07 8.27586e-07 8.7952e-07 1.59755e-06 8.0943e-07 1.92326e-06 8.97328e-07 4.69665e-06 3.5387e-06 1.80538e-06 4.43645e-06 3.3754e-06 4.17656e-06 4.87036e-06 2.2366e-06 2.68643e-06 2.13674e-06 2.11256e-06 1.61078e-06 2.02053e-06 4.46974e-06 1.77344e-06
threshold=-0.23123999999999997 -0.24290999999999999 0.090440000000000006 -0.0079749999999999977 0.092695000000000013 -0.10151999999999999 -0.098289999999999975 -1.0000000180025095e-35 0.085790000000000019 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 0.048480000000000009 0.056795000000000005 0.053180000000000012 0.042705000000000007 0.10381000000000001 0.099185000000000009 -0.093189999999999981 -0.049509999999999992 -0.11713499999999999 -0.03241999999999999 -0.078424999999999981 -0.081459999999999991 0.088610000000000008 0.15116000000000002 -0.095049999999999982 -0.40306999999999998 -0.063899999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -5 -8 -9 11 -11 13 -13 15 16 -14 18 19 -16 22 -22 23 -21 -25 -26 27 -19 -29 -30
right_child=1 2 -4 7 5 6 8 9 -10 10 -12 12 14 -15 17 -17 -18 26 -20 20 21 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=1.7678606439838639e-05 -2.5001129943120761e-05 -7.6933118032771061e-05 1.6146069161290404e-05 2.6998785638386922e-05 8.4780159135255454e-05 -4.587427353814541e-05 1.3490589009490105e-05 -1.6481225363046787e-05 -1.1136020563346141e-05 2.7245994293810908e-05 -1.6016773246740218e-05 -3.3550164928032164e-05 -3.6640037864252075e-07 6.5185763960471375e-06 -2.2568964857996703e-05 -4.0444450126509269e-05 3.7471781295607801e-05 -2.042857585012017e-05 5.162702667197058e-05 -2.2982989408081355e-05 5.2357694039528722e-06 7.5023728472842775e-05 -2.7683031476044562e-05 -5.5845430570361955e-07 5.3958840970319045e-05 1.0135235131449669e-05 -2.1672039703403382e-05 5.0245395541423932e-05 2.7209417266535838e-05 -2.1042537719492893e-06
leaf_weight=23 20 21 28 21 23 31 27 30 29 22 33 23 2178 25 34 29 25 36 24 21 20 20 20 37 22 22 33 20 23 201
leaf_count=23 20 21 28 21 23 31 27 30 29 22 33 23 2178 25 34 29 25 36 24 21 20 20 20 37 22 22 33 20 23 201
internal_value=0 -1.31257e-07 3.03411e-08 -1.17607e-07 -7.98819e-06 5.17402e-06 -1.58713e-05 2.35612e-07 7.37523e-07 4.16765e-08 2.1451e-07 4.03446e-07 1.93515e-07 -1.2681e-05 4.17015e-07 -4.63313e-07 6.29934e-08 4.10349e-06 1.10454e-05 6.07627e-06 1.20882e-05 4.01297e-05 2.89429e-06 8.88984e-06 1.71532e-05 3.2047e-05 -7.75836e-07 1.68693e-06 4.94987e-06 9.05632e-07
internal_weight=0 3098 3078 3050 131 110 87 2919 56 2898 2868 2835 2813 48 2765 2232 2203 533 220 196 162 40 122 102 81 44 313 280 244 224
internal_count=3121 3098 3078 3050 131 110 87 2919 56 2898 2868 2835 2813 48 2765 2232 2203 533 220 196 162 40 122 102 81 44 313 280 244 224
is_linear=0
shrinkage=0.1


Tree=4673
num_leaves=31
num_cat=0
split_feature=1209 43 1212 42 1212 402 1210 1213 0 0 1213 4 1447 1447 481 3 403 4 484 484 484 49 49 482 483 159 12 43 1 159
split_gain=6.2797e-07 5.30964e-06 6.97521e-07 2.31119e-06 1.30812e-06 5.39195e-06 3.94098e-06 1.05462e-06 5.85987e-06 7.3901e-06 2.35297e-06 1.22973e-06 1.1297e-06 1.09778e-05 9.1033e-06 4.60712e-06 3.76927e-06 1.94646e-06 8.85034e-07 5.19454e-06 4.05911e-06 3.19868e-06 3.20152e-06 2.36197e-06 7.46731e-06 2.88307e-06 2.9163e-06 3.63656e-06 1.74132e-06 2.08953e-06
threshold=-0.087714999999999987 -0.0047449999999999992 -0.41556999999999994 0.089625000000000024 -0.089544999999999986 0.10718500000000002 -0.14310999999999999 -0.087049999999999975 -0.086554999999999979 -0.084384999999999988 -0.085714999999999986 -0.080924999999999983 -0.085684999999999997 -0.086279999999999982 -0.086354999999999987 -0.083489999999999995 -0.55157999999999985 -0.0047449999999999992 0.085790000000000019 0.08660000000000001 0.085505000000000012 0.11236 0.10211000000000002 0.090355000000000005 0.10143000000000001 0.11084000000000001 0.085355000000000014 -0.081154999999999991 0.085475000000000009 0.10323000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -6 8 -8 -10 -9 -11 13 14 -12 -16 -14 -17 20 -20 -18 22 23 25 -25 26 28 -28 -21 -30
right_child=2 -3 4 -5 6 -7 7 10 9 11 12 -13 16 -15 15 17 18 -19 19 21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-1.4848393814759221e-05 9.2573157526203439e-06 4.9863731752945266e-05 -5.6572700709504414e-06 -3.4187698338428164e-05 -3.3201245716756806e-05 5.322946452234528e-05 -2.4544826997693499e-05 -3.4472109546186404e-05 7.0908740235609008e-05 1.8562406305512736e-05 -5.9290066849865504e-05 -1.1387815832746968e-05 -3.9926173076310083e-05 7.7058643241798564e-05 5.3712600392827878e-05 -2.2960936937579391e-05 1.5423268659584932e-07 1.4542006085555898e-05 -5.3188470259816059e-05 -2.6495145685539285e-05 4.5399104128591719e-05 2.6656512797801824e-05 -4.1176318621222424e-05 5.9020006760281673e-05 -1.8519191966064413e-05 -3.8223470283600572e-05 5.0372626033095011e-05 -3.984583906913031e-06 -1.6901448287041734e-05 2.5419094317840063e-05
leaf_weight=32 25 21 48 24 36 23 35 20 24 29 23 26 24 20 20 25 2314 31 21 46 20 35 23 23 27 26 20 32 28 20
leaf_count=32 25 21 48 24 36 23 35 20 24 29 23 26 24 20 20 25 2314 31 21 46 20 35 23 23 27 26 20 32 28 20
internal_value=0 1.07923e-05 -1.86433e-07 -1.20219e-05 5.66297e-09 1.34187e-05 -3.17379e-07 8.91527e-08 9.51726e-06 2.46081e-05 -2.9498e-07 4.40412e-06 -4.89246e-08 9.48346e-06 -4.16809e-06 1.25136e-05 -4.75534e-07 -2.20038e-06 -1.16211e-07 -5.21958e-06 5.41935e-07 -1.62191e-06 -5.66169e-06 -1.98224e-06 1.71488e-05 -7.5436e-06 -2.08007e-06 1.6922e-05 -1.25919e-05 7.32111e-07
internal_weight=0 53 3068 49 3019 71 2948 2912 114 79 2798 55 2778 119 99 76 2659 56 2635 301 2334 280 245 222 50 172 146 52 94 48
internal_count=3121 53 3068 49 3019 71 2948 2912 114 79 2798 55 2778 119 99 76 2659 56 2635 301 2334 280 245 222 50 172 146 52 94 48
is_linear=0
shrinkage=0.1


Tree=4674
num_leaves=31
num_cat=0
split_feature=1447 394 1209 49 48 160 484 48 51 43 133 484 2 1 0 48 160 2 1 2 13 15 1 16 12 483 4 16 160 151
split_gain=6.68216e-07 6.20962e-07 6.29757e-07 5.68206e-07 6.18628e-07 7.37103e-07 2.9251e-06 2.07058e-06 4.847e-06 3.96318e-06 3.81502e-06 3.33146e-06 1.9416e-06 2.62563e-06 9.0886e-07 1.53937e-06 8.56939e-07 3.12003e-06 4.67482e-06 3.75485e-06 3.305e-06 2.86583e-06 3.06061e-06 3.9018e-06 1.53212e-06 1.34223e-06 1.11454e-06 2.68135e-06 3.85225e-06 1.26836e-06
threshold=-0.12995499999999996 0.12358500000000001 -0.14444499999999996 -0.42399999999999993 -0.11155999999999998 0.099315000000000014 0.068975000000000009 0.087555000000000008 0.092545000000000016 -0.011694999999999999 0.089980000000000018 -1.0000000180025095e-35 0.094095000000000012 0.085475000000000009 -0.26609999999999995 -0.084044999999999995 0.043720000000000009 0.083995000000000014 0.10871500000000002 0.08839000000000001 -0.085964999999999986 -0.088429999999999995 0.090740000000000015 -0.094359999999999986 0.087695000000000009 -0.088849999999999985 -0.50940999999999981 0.27252000000000004 -0.0071899999999999993 0.015440000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 14 7 9 -9 10 12 -11 13 -7 -6 -16 25 18 -18 -19 -21 22 23 -22 -23 -17 27 28 -27 -28
right_child=1 -3 3 4 5 6 -8 8 -10 11 -12 -13 -14 -15 15 16 17 19 -20 20 21 24 -24 -25 -26 26 29 -29 -30 -31
leaf_value=1.3739634801238156e-05 1.738791303068865e-05 1.392600471820427e-05 1.4910523714206648e-05 -1.4367359105449397e-05 2.0300478222039106e-05 -1.8857084941565089e-05 2.7809654547245771e-05 4.2546295935608215e-05 -2.3108666652621218e-05 -1.2386636776879997e-05 -3.7973484631947946e-05 -6.5646096481941646e-05 3.2232142378537297e-05 2.5202557394333696e-05 2.0152436952009117e-05 -2.4446339587787709e-05 -3.9451751563035492e-05 4.890594885485674e-05 2.2178503932082095e-05 -2.1586938149112306e-05 1.6643247870108878e-05 5.5401634281224691e-05 2.9273195927824138e-05 -4.3619024356964725e-05 1.625927754503209e-05 -4.1477043980973709e-07 -7.8205918059326086e-07 1.7133117169231854e-05 -5.5647843041499631e-05 1.1009910111074293e-05
leaf_weight=35 20 31 24 32 22 38 23 22 23 23 26 24 21 21 37 24 32 24 20 33 21 20 26 22 20 28 2290 21 23 95
leaf_count=35 20 31 24 32 22 38 23 22 23 23 26 24 21 21 37 24 32 24 20 33 21 20 26 22 20 28 2290 21 23 95
internal_value=0 -1.55834e-07 -2.98726e-07 -4.15277e-07 -5.37436e-07 -3.88877e-07 -5.94574e-06 -9.86682e-06 8.98932e-06 -1.54127e-05 -4.69577e-06 -3.9583e-05 6.11949e-06 -3.17484e-06 5.63977e-08 -1.06384e-07 -3.84107e-07 5.62706e-06 -1.57478e-05 1.23228e-05 6.13973e-06 1.4534e-05 2.1883e-06 -1.41886e-05 3.58305e-05 -9.12295e-07 -6.82415e-07 -1.29405e-05 -2.53238e-05 -3.12358e-07
internal_weight=0 3086 3055 3035 3011 2979 221 198 45 153 106 47 80 59 2758 2736 2699 218 52 166 142 109 69 43 40 2481 2457 72 51 2385
internal_count=3121 3086 3055 3035 3011 2979 221 198 45 153 106 47 80 59 2758 2736 2699 218 52 166 142 109 69 43 40 2481 2457 72 51 2385
is_linear=0
shrinkage=0.1


Tree=4675
num_leaves=31
num_cat=0
split_feature=47 2 47 393 2 47 13 42 13 2 49 3 13 12 471 483 0 120 13 159 12 480 480 4 483 33 154 474 1420 1455
split_gain=6.24758e-07 8.49545e-06 1.92114e-06 8.24742e-07 7.83774e-07 8.1688e-07 1.08632e-06 1.71131e-06 1.38218e-06 1.89814e-06 2.83822e-06 1.43318e-06 1.35528e-06 1.14568e-06 7.6683e-07 1.34611e-06 6.84686e-06 2.72319e-06 1.31995e-06 2.10884e-06 1.79182e-06 1.10058e-06 2.67654e-06 2.04969e-06 1.10959e-06 1.31599e-06 1.0313e-06 1.55564e-06 1.36974e-06 1.09792e-06
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.12679500000000002 0.14445500000000003 0.13975500000000002 -0.076384999999999995 0.089625000000000024 -0.016469999999999995 0.10402500000000002 0.086395000000000013 -0.078084999999999988 -0.086134999999999975 0.091930000000000012 0.10338500000000002 0.098395000000000024 -0.064339999999999994 1.0000000180025095e-35 -0.085384999999999975 -0.071469999999999992 0.094435000000000005 0.11191000000000002 0.095525000000000013 0.63113500000000011 0.095085000000000017 -0.012019999999999998 1.0000000180025095e-35 -0.26322499999999993 1.0000000180025095e-35 -0.16496999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 14 5 6 7 -3 11 10 13 -8 -9 -10 15 17 18 21 -17 20 -20 22 23 24 25 -1 27 -27 29 -29
right_child=1 4 -4 -5 -6 -7 8 12 9 -11 -12 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=2.508397006056926e-05 -6.727590316586429e-05 -2.427348680862781e-06 2.9927560734160415e-05 1.7985524839157453e-05 -1.7871354301583462e-05 1.9391252752266946e-05 -3.8833894246809434e-05 6.4339812683022543e-06 -2.1943808055766569e-05 -1.8587104160828996e-05 3.8453734638702985e-05 -5.7892920423390541e-06 4.2027393556054454e-05 9.3933122116141021e-06 -1.7705589561956005e-05 1.7553082793240501e-05 5.722147917549592e-05 -2.7195662347072066e-05 -1.3423285381577443e-05 -2.4053200262968834e-05 2.7933323773058052e-05 1.8857342218970805e-05 -3.4057291443035784e-05 3.1322816517959361e-05 -2.1448577723740905e-05 -2.7353304644098638e-05 2.1494717673869508e-05 -2.0286619245005705e-05 2.6043618927360512e-05 -4.7540995207741135e-09
leaf_weight=21 20 69 22 26 23 23 21 23 20 33 24 35 20 28 24 29 25 37 20 39 22 31 23 21 24 21 22 27 20 2328
leaf_count=21 20 69 22 26 23 23 21 23 20 33 24 35 20 28 24 29 25 37 20 39 22 31 23 21 24 21 22 27 20 2328
internal_value=0 -4.05311e-06 4.93887e-07 2.5927e-07 -8.92952e-08 1.29242e-06 -2.32391e-07 7.33074e-06 -5.4937e-06 1.27287e-06 1.03754e-05 -1.8181e-05 2.29891e-05 -3.66382e-06 9.06958e-08 2.48301e-07 9.98199e-06 -2.62009e-07 -7.54254e-07 -7.30873e-06 8.2397e-06 1.30641e-07 -1.00922e-07 2.13489e-07 -5.17548e-08 1.58792e-07 -5.76797e-08 -2.55573e-07 -1.59722e-08 -2.37285e-07
internal_weight=0 339 2782 2760 319 296 273 112 161 105 72 56 43 48 2734 2710 135 2575 110 81 42 2538 2507 2484 2463 2439 2418 2396 2375 2355
internal_count=3121 339 2782 2760 319 296 273 112 161 105 72 56 43 48 2734 2710 135 2575 110 81 42 2538 2507 2484 2463 2439 2418 2396 2375 2355
is_linear=0
shrinkage=0.1


Tree=4676
num_leaves=31
num_cat=0
split_feature=33 132 1185 1203 1186 129 1184 9 9 13 15 13 4 42 13 16 1429 475 16 1 0 13 1420 0 0 13 13 0 1429 1429
split_gain=6.3715e-07 6.35165e-07 3.81718e-06 1.68516e-06 6.74855e-07 1.2e-06 1.24861e-06 8.2125e-07 1.35008e-06 6.69425e-07 3.54993e-06 4.19216e-06 2.17092e-06 1.42857e-06 9.22556e-07 3.37656e-06 2.16001e-06 5.41564e-06 1.97385e-06 2.42093e-06 1.21569e-06 1.41209e-06 1.96636e-06 1.25264e-06 3.53173e-06 1.20764e-06 1.43913e-06 9.99182e-07 2.93733e-06 1.99124e-06
threshold=-0.012019999999999998 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.089315000000000019 -0.077709999999999987 0.084515000000000021 0.09055500000000001 0.10750500000000002 0.24813000000000004 -0.56020999999999987 0.23074000000000003 0.055260000000000011 -0.12099999999999998 0.10002500000000002 0.26676500000000009 -0.23587499999999997 0.11922500000000001 0.0028900000000000006 0.077565000000000009 0.15398500000000004 0.086705000000000018 -0.085599999999999996 0.12500000000000003 0.062580000000000011 0.061215000000000012 0.049530000000000012 -0.040504999999999992 -0.026244999999999997 0.052280000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -4 7 9 -9 10 -7 14 13 -11 16 18 -12 20 19 -16 21 22 -18 24 25 26 27 -24 -29 -30
right_child=1 2 4 -5 -6 6 -8 8 -10 12 11 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-1.5017062085982098e-05 -1.7074888647425489e-06 4.3012757149491725e-05 -2.0560772132479803e-05 -2.7950746393149271e-05 1.3118944467578332e-05 4.0108821667672605e-05 2.5141253081528704e-05 2.8591221486679459e-05 -3.9555638886668023e-06 1.6934364454560377e-05 3.1685057490990618e-05 -4.1831107348855316e-05 -3.7717539480581767e-05 -1.3370232149359903e-05 2.8350173232638556e-05 3.9113314999537708e-05 -2.694401997292449e-05 -5.1087924276500768e-05 -2.0548598331515678e-05 -1.4742354158608414e-05 -1.7831613463296267e-05 1.9319408631034957e-05 -1.2720152060243208e-07 2.3420445892913015e-05 -3.7414136080769826e-05 -1.7067811481515841e-05 2.7386310539441186e-05 -2.5336365880238276e-05 1.9887023635029827e-05 -1.384503448207397e-05
leaf_weight=28 194 21 28 28 40 22 20 26 25 28 21 24 20 35 32 28 27 21 32 22 38 38 2068 23 25 39 20 22 105 21
leaf_count=28 194 21 28 28 40 22 20 26 25 28 21 24 20 35 32 28 27 21 32 22 38 38 2068 23 25 39 20 22 105 21
internal_value=0 1.35944e-07 5.3443e-07 -5.01745e-06 2.21432e-07 3.78374e-08 2.45156e-07 6.48804e-08 1.26369e-05 -1.71628e-07 1.07635e-07 -2.30058e-07 -9.01382e-06 9.84775e-08 1.56629e-07 8.95168e-06 -2.49625e-07 -5.23687e-07 -8.68388e-07 1.0794e-05 -8.59913e-08 1.96393e-07 -1.1283e-07 1.99026e-07 -3.31882e-08 3.77591e-07 6.81872e-07 4.40857e-07 8.37832e-06 1.4265e-05
internal_weight=0 3093 2871 222 2850 2810 2782 2762 51 2711 2628 2606 83 63 2582 114 2468 2447 86 54 2426 2388 2350 2323 2300 2275 2236 2216 148 126
internal_count=3121 3093 2871 222 2850 2810 2782 2762 51 2711 2628 2606 83 63 2582 114 2468 2447 86 54 2426 2388 2350 2323 2300 2275 2236 2216 148 126
is_linear=0
shrinkage=0.1


Tree=4677
num_leaves=31
num_cat=0
split_feature=130 1 375 394 448 0 50 153 12 2 160 157 1456 52 1453 2 2 3 2 2 2 1210 2 2 2 1210 3 0 160 2
split_gain=5.95341e-07 1.29179e-06 7.03026e-07 6.79413e-07 5.90765e-07 1.47202e-06 8.27368e-07 3.17685e-06 1.77792e-06 3.24414e-06 1.50762e-06 1.32149e-06 1.11165e-06 2.88355e-06 1.19223e-06 1.07662e-06 5.87899e-06 1.15462e-05 3.30037e-06 3.09328e-06 2.15551e-06 3.32221e-06 3.08651e-06 2.8993e-06 2.9738e-06 2.93115e-06 2.55148e-06 3.42979e-06 2.08887e-06 2.02862e-06
threshold=-0.23123999999999997 0.16540500000000002 0.088915000000000008 0.15288500000000002 0.068920000000000023 -0.26609999999999995 -0.099524999999999988 0.08351500000000002 0.090695000000000012 0.11474000000000002 -0.016279999999999996 0.63604500000000008 0.10959500000000001 -0.034054999999999995 0.087805000000000008 0.091055000000000011 0.090425000000000019 -0.080734999999999987 0.090050000000000005 0.09142500000000002 0.089775000000000008 -0.14175499999999996 0.089605000000000018 0.088055000000000008 0.088930000000000023 -0.090569999999999998 -0.081164999999999987 -0.084269999999999984 -0.54512499999999997 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 10 -10 12 14 -14 15 16 18 -18 20 -17 21 -8 23 25 26 -23 27 -25 -21 -27
right_child=1 -3 -4 -5 -6 6 11 -9 9 -11 -12 -13 13 -15 -16 19 17 -19 -20 28 -22 22 -24 24 -26 29 -28 -29 -30 -31
leaf_value=1.6029221897833457e-05 2.5951367107071832e-05 -2.1896736086125234e-05 -1.7739563302463713e-05 1.6618564928648992e-05 -1.7064517160179096e-05 2.0820723213026731e-05 2.918480243907753e-05 4.1550053382034884e-05 2.6116569442820038e-05 -4.2687812419899278e-05 -1.1818762200991015e-05 -2.5956576046155536e-05 1.012848224490881e-05 -4.0511617763790446e-05 2.0620163741114084e-05 3.5112867720142408e-05 -8.7651409874366521e-05 7.9716102845850411e-06 3.3364523707340211e-05 2.6615155741183118e-05 -3.3094467946847584e-05 -3.7704837874722827e-05 3.7478777958313007e-05 6.9197607210240205e-06 2.3747408289509306e-06 -1.0044820811393032e-06 -5.8329511484771506e-05 -3.7901673567830589e-05 6.7860455274951918e-07 1.5815441952327091e-05
leaf_weight=23 22 27 22 25 20 28 36 23 20 20 22 20 22 23 28 28 23 28 28 32 21 21 20 31 57 1269 20 38 1048 76
leaf_count=23 22 27 22 25 20 28 36 23 20 20 22 20 22 23 28 28 23 28 28 32 21 21 20 31 57 1269 20 38 1048 76
internal_value=0 -1.1901e-07 7.24584e-08 2.00981e-07 6.52533e-08 1.793e-07 -1.08362e-08 8.38225e-06 -9.39709e-08 -9.53932e-06 6.24568e-06 -3.41411e-07 -1.61592e-07 -1.57542e-05 8.86464e-08 -1.18444e-07 -1.72351e-06 -3.51525e-05 -6.69169e-07 2.29785e-06 -1.26888e-06 -8.42646e-07 -1.54825e-06 -2.06448e-06 -1.54588e-05 -6.32881e-07 -2.68802e-05 -1.77645e-05 1.44709e-06 -5.40626e-08
internal_weight=0 3098 3071 3049 3024 3004 2982 113 90 62 42 2869 2849 45 2804 2776 1668 51 1617 1108 1589 1568 1532 1512 146 1366 89 69 1080 1345
internal_count=3121 3098 3071 3049 3024 3004 2982 113 90 62 42 2869 2849 45 2804 2776 1668 51 1617 1108 1589 1568 1532 1512 146 1366 89 69 1080 1345
is_linear=0
shrinkage=0.1


Tree=4678
num_leaves=31
num_cat=0
split_feature=401 401 16 1209 1209 132 394 15 1186 129 401 401 1213 1212 1211 1211 12 1209 402 401 402 401 1210 2 4 1212 133 403 3 3
split_gain=5.73e-07 7.15235e-07 2.12276e-06 1.08085e-06 6.44809e-07 5.93983e-07 3.20866e-06 1.8941e-06 1.59269e-06 7.16282e-07 8.58031e-07 4.40246e-06 2.50537e-06 8.24661e-07 8.32531e-07 1.83766e-06 1.18892e-06 8.83055e-07 7.20688e-07 6.61095e-06 1.97899e-06 1.01043e-06 1.24007e-06 8.27769e-06 5.89252e-06 8.01497e-06 1.53292e-06 1.47599e-06 1.04689e-06 2.39231e-06
threshold=0.13837000000000002 0.11769000000000002 -0.082039999999999988 -0.093169999999999989 -0.087199999999999986 -0.083174999999999985 0.11233000000000001 0.092400000000000024 0.049580000000000006 -0.082304999999999975 0.10632500000000002 0.097935000000000008 -0.083944999999999978 0.14560000000000003 0.11671000000000002 0.10904000000000001 0.096395000000000022 -0.076689999999999994 -0.45015499999999992 -1.0000000180025095e-35 -0.41217999999999994 -0.099524999999999988 -0.0061249999999999994 0.090935000000000016 -0.081714999999999996 0.086140000000000008 0.41171500000000005 -0.52641999999999989 -0.094874999999999987 -0.089519999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 7 9 8 -6 -7 11 13 -12 14 15 17 -16 -11 19 -19 -20 -22 23 24 25 -23 27 -24 -29 -30
right_child=-2 2 -4 4 5 6 -8 -9 -10 10 12 -13 -14 -15 16 -17 -18 18 20 -21 21 22 26 -25 -26 -27 -28 28 29 -31
leaf_value=-2.3263180291905887e-05 -1.6462710170474435e-05 3.3741275819920703e-05 -5.8724461512743041e-06 1.7118225770735245e-05 1.0359261901780857e-06 1.567045219417196e-05 4.0235402639154931e-05 -3.4442499307942858e-05 -2.8127141281618695e-05 -2.1113760521984662e-05 3.7960342706355735e-05 -4.7107480613703954e-05 -7.8916959864727687e-06 2.0214822689013091e-05 5.9678346727965757e-07 2.8209148133654432e-05 -3.1833654611546079e-05 -5.5864547284727458e-05 3.0070726269183399e-05 1.9990435258579155e-05 -2.1389790328447074e-05 5.957602263227576e-05 2.321663832171234e-05 6.1180686352599884e-05 -3.7492706567745975e-05 -1.6373610582597782e-05 -2.0019404450394155e-05 4.0462036054250477e-06 -1.7943677361121861e-05 -5.7106386993132505e-07
leaf_weight=20 21 24 31 22 173 29 20 20 21 20 22 20 26 20 26 23 20 20 22 27 22 24 27 25 33 33 39 446 83 1762
leaf_count=20 21 24 31 22 173 29 20 20 21 20 22 20 26 20 26 23 20 20 22 27 22 24 27 25 33 33 39 446 83 1762
internal_value=0 1.1153e-07 1.14135e-05 -9.26119e-08 6.05819e-08 -6.43825e-08 3.25193e-07 -5.14161e-06 -2.1209e-06 3.69289e-08 -1.28535e-07 -3.64833e-07 1.31238e-05 -1.49629e-08 -1.67525e-07 6.78739e-08 -1.35034e-05 -1.82707e-07 -1.93741e-08 -1.22883e-05 2.09815e-07 -5.35937e-08 1.36292e-07 1.02761e-05 -3.86404e-06 1.56052e-05 -3.58439e-07 -2.76461e-08 -3.01586e-07 -1.3526e-06
internal_weight=0 3100 55 3045 3025 3003 2789 214 194 2769 2740 2692 48 2672 2652 2606 46 2583 2563 47 2516 2494 2472 115 90 57 2357 2318 2291 1845
internal_count=3121 3100 55 3045 3025 3003 2789 214 194 2769 2740 2692 48 2672 2652 2606 46 2583 2563 47 2516 2494 2472 115 90 57 2357 2318 2291 1845
is_linear=0
shrinkage=0.1


Tree=4679
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1208 1208 402 1210 1210 1212 43 52 0 1210 4 1210 1212 401 15 401 1 2 2 1 2 481 2 2 1455 0
split_gain=6.87003e-07 1.75953e-05 9.53165e-06 4.13425e-06 6.02332e-07 1.58737e-06 1.13457e-06 2.24508e-06 1.15653e-06 1.00177e-06 3.1999e-06 3.6862e-06 3.33734e-06 2.20872e-06 2.7011e-06 1.2947e-06 1.97803e-06 8.34018e-07 1.63801e-06 1.16553e-06 1.45003e-06 1.01295e-06 2.81854e-06 8.31931e-06 5.97443e-06 5.31659e-06 4.51759e-06 4.3519e-06 4.35079e-06 3.67805e-06
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.11531000000000001 0.10233500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 -0.088629999999999987 -0.0047449999999999992 0.086275000000000004 -0.082394999999999982 -0.07983999999999998 -0.082349999999999993 -0.064799999999999983 -0.063924999999999996 0.099015000000000006 -0.065449999999999994 0.088555000000000009 0.091615000000000016 0.087625000000000022 0.096325000000000008 0.089875000000000024 0.095195000000000016 -0.073474999999999985 0.097220000000000015 0.091185000000000002 0.090900000000000022 -0.092404999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 -4 -9 10 12 -12 -10 14 -11 -15 -17 19 -19 21 -21 -18 23 24 25 27 -24 -23 29 -27
right_child=2 -3 4 -5 -6 -7 -8 8 9 13 11 -13 -14 15 -16 16 17 18 -20 20 -22 22 26 -25 -26 28 -28 -29 -30 -31
leaf_value=5.8682746994649775e-07 -6.5979857192194856e-05 8.8145531512766516e-05 3.3578167640371253e-05 -4.7392624333042482e-05 -1.4772558434170034e-05 2.2381013820904627e-05 -1.9042684570811088e-05 -2.2883705820607829e-05 -5.9981045130825801e-05 -4.3826990440720697e-06 2.7111617953955322e-05 -1.846406199417418e-05 -6.496676503177566e-06 -2.0846481072959284e-05 4.5376813259660292e-05 2.3047410688473305e-05 2.399608463563153e-06 8.2346185081405572e-06 -2.9831221679789732e-05 3.5381748637605811e-05 -2.2413962142309176e-06 4.3909471969527658e-06 3.5449374880906698e-05 -5.8687062216146544e-05 -4.7670898447904625e-05 8.9690993947967687e-06 1.9853890405231921e-07 6.3745544113252047e-05 3.7840226104890463e-05 -1.3535321829395551e-05
leaf_weight=176 22 23 20 20 27 32 31 22 20 20 36 35 28 29 24 38 1034 20 26 21 20 30 38 30 30 97 840 21 22 289
leaf_count=176 22 23 20 20 27 32 31 22 20 20 36 35 28 29 24 38 1034 20 26 21 20 30 38 30 30 97 840 21 22 289
internal_value=0 5.40081e-06 -4.07579e-07 -4.30903e-06 9.33203e-08 2.34007e-07 -1.72176e-08 1.94176e-07 -4.68632e-08 1.35965e-07 -8.83825e-06 4.64473e-06 -2.87818e-05 5.42177e-07 2.27589e-05 1.6402e-07 4.02402e-07 6.06589e-08 -1.32809e-05 3.08923e-07 1.7029e-05 2.69312e-08 -1.72922e-06 -7.57143e-06 -4.43551e-06 -1.60966e-06 1.7242e-06 2.88311e-05 -5.41476e-06 -7.88007e-06
internal_weight=0 219 2902 196 2880 2853 2821 2790 2770 2748 119 71 48 2629 44 2585 2556 2518 46 2472 41 2431 1397 519 489 459 878 51 408 386
internal_count=3121 219 2902 196 2880 2853 2821 2790 2770 2748 119 71 48 2629 44 2585 2556 2518 46 2472 41 2431 1397 519 489 459 878 51 408 386
is_linear=0
shrinkage=0.1


Tree=4680
num_leaves=31
num_cat=0
split_feature=97 374 120 483 43 483 42 483 2 12 10 0 15 52 33 480 160 1447 480 133 1447 481 1447 45 142 12 1446 2 39 39
split_gain=5.5718e-07 1.28973e-06 9.02753e-07 1.12222e-06 5.67083e-06 2.84281e-06 3.56789e-06 1.92231e-06 1.76413e-06 2.4809e-06 8.45252e-07 7.55974e-06 5.95647e-06 2.00489e-06 1.75895e-06 7.86951e-07 1.53507e-06 9.7886e-07 3.49731e-06 9.55886e-06 4.43194e-06 3.06138e-06 1.30585e-06 1.27474e-06 1.38644e-06 1.18377e-06 9.89233e-07 9.46758e-07 8.70798e-07 1.40775e-06
threshold=-0.086464999999999986 0.08987500000000001 0.088020000000000015 0.10083000000000002 -0.086909999999999987 0.095085000000000017 0.087505000000000013 0.10761000000000003 0.096540000000000015 0.094435000000000005 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.077024999999999996 -0.012019999999999998 0.11191000000000002 -0.55323499999999981 -0.086359999999999978 0.086995000000000017 0.097125000000000003 -0.084334999999999979 -0.081334999999999977 -0.083214999999999983 0.094030000000000016 -1.0000000180025095e-35 0.086850000000000024 0.085270000000000012 0.15609500000000001 0.11365500000000002 0.095830000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 10 -7 -6 9 -9 11 -2 -13 -14 -12 16 -16 21 20 25 -19 -18 -22 24 -24 -20 -23 28 29 -26
right_child=1 -3 -4 4 7 6 -8 8 -10 -11 14 12 13 -15 15 -17 17 18 19 -21 22 26 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-1.5178047616852079e-05 -6.3877976117510116e-05 2.0089526066158216e-05 -1.9409322703722864e-05 5.4194659495134037e-05 2.1502311401197785e-05 -8.1924683286160877e-07 -5.1824997778264027e-05 -1.5355738186967913e-05 -2.4127800617640565e-05 2.8109116738050946e-05 2.8559639039568453e-05 4.5239367551403123e-05 9.6988150592854559e-06 -3.0319311495517354e-05 -2.1453692706376336e-05 1.5518355532108355e-05 3.3243415465611702e-05 4.1610079740796489e-05 1.7724586086842464e-05 -7.8597882730675685e-05 -2.5341606694837537e-05 9.6762789416970926e-06 2.6142075185340394e-05 -2.0900722178599348e-05 -9.8287658526742754e-09 -1.2798666921298719e-05 -2.0732899334372792e-05 2.1476106277467416e-05 -1.486701871487496e-05 1.5261162721916692e-05
leaf_weight=24 20 32 24 23 31 32 24 29 37 24 22 25 21 31 33 33 35 26 24 21 20 20 21 28 2290 27 23 21 38 62
leaf_count=24 20 32 24 23 31 32 24 29 37 24 22 25 21 31 33 33 35 26 24 21 20 20 21 28 2290 27 23 21 38 62
internal_value=0 1.17624e-07 -9.08913e-08 6.15724e-08 8.67793e-06 -3.66718e-07 -2.26789e-05 2.59952e-08 -7.3714e-06 4.32646e-06 7.30852e-08 -9.10102e-06 5.12676e-06 -1.41581e-05 3.97388e-07 1.69773e-07 -1.85883e-08 2.47736e-07 -8.6191e-08 -2.18157e-05 5.3812e-07 1.12845e-05 1.07527e-07 3.14431e-07 5.58684e-07 1.56522e-06 -6.5891e-06 3.35851e-07 1.50099e-07 3.92723e-07
internal_weight=0 3097 3065 3041 144 2897 56 121 90 53 2841 97 77 52 2744 2722 2689 2656 2578 72 2506 78 2480 2460 2432 51 43 2411 2390 2352
internal_count=3121 3097 3065 3041 144 2897 56 121 90 53 2841 97 77 52 2744 2722 2689 2656 2578 72 2506 78 2480 2460 2432 51 43 2411 2390 2352
is_linear=0
shrinkage=0.1


Tree=4681
num_leaves=31
num_cat=0
split_feature=33 9 1 132 15 132 1186 2 132 12 3 394 1184 1186 12 402 457 12 43 15 0 482 1212 1212 1212 13 13 1209 403 50
split_gain=6.97948e-07 5.48339e-07 1.19658e-06 5.89586e-07 1.60138e-05 8.99658e-06 3.16486e-06 7.14363e-07 2.01731e-06 1.00385e-06 6.8453e-07 6.49645e-07 2.24868e-06 9.33701e-07 6.34046e-07 4.81872e-06 4.85792e-06 3.90429e-06 1.66038e-06 5.87566e-06 2.36605e-06 1.95267e-06 2.04721e-06 6.30558e-06 3.6917e-06 1.98599e-06 9.54688e-06 3.46834e-06 5.52047e-06 3.37306e-06
threshold=-0.012019999999999998 0.089995000000000006 0.11551000000000002 -0.083284999999999984 0.091915000000000011 -0.076764999999999986 0.0044650000000000011 0.089320000000000024 -0.41094499999999995 0.090165000000000009 -0.085274999999999976 -0.11103499999999998 0.088760000000000019 0.086365000000000011 0.088245000000000004 0.27918000000000004 -0.085584999999999981 0.088045000000000012 0.084740000000000024 0.082685000000000022 0.12445000000000002 0.099315000000000014 0.087615000000000012 0.089125000000000024 0.087210000000000024 -0.088319999999999996 -0.089109999999999981 -0.084519999999999984 -0.52917499999999984 0.091320000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -5 7 9 -9 10 -2 -7 13 14 17 16 -16 18 20 -20 21 22 24 -24 25 26 29 -27 -29 -13
right_child=1 2 -4 5 -6 11 -8 8 -10 -11 -12 12 -14 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-1.5717210895413053e-05 -6.324863596773867e-06 2.8168788088061612e-05 -1.1362858912783145e-06 -6.7260948035254849e-05 7.8584707220076018e-05 1.3394339624836803e-05 -4.2735941028695387e-05 2.9111898822100979e-05 -7.2351770771436699e-06 -2.2326521068154962e-05 1.368954498320818e-05 6.8810400816184517e-06 -3.353589791004197e-05 1.8284867935238125e-05 4.6327336199085592e-05 5.0310901024204213e-05 -8.0949651200162155e-08 -4.3259554910367697e-05 6.8067345927986145e-07 -6.1777735940893311e-05 -2.7796479289463603e-05 -2.6550707362870384e-05 -6.3009198565850969e-05 1.3183756578882822e-06 4.4746659259544689e-05 -4.0960990701846427e-05 6.6497439988429856e-05 5.0824484318787833e-05 -1.0367934356060332e-06 -2.9828509507621802e-05
leaf_weight=28 54 22 38 20 26 36 20 26 37 27 25 236 20 28 23 20 1168 22 61 20 30 26 20 64 20 21 26 21 908 28
leaf_count=28 54 22 38 20 26 36 20 26 37 27 25 236 20 28 23 20 1168 22 61 20 30 26 20 64 20 21 26 21 908 28
internal_value=0 1.42287e-07 9.60891e-06 -4.49856e-08 5.00266e-06 -4.30097e-07 -5.11974e-06 -6.6812e-07 7.7652e-06 -5.68038e-06 8.81e-09 4.76077e-08 -1.26354e-07 1.17333e-07 -7.00988e-08 1.6327e-06 8.15264e-07 -1.44208e-06 -8.20888e-07 -1.47412e-05 -1.55014e-08 5.92841e-07 1.11794e-06 -1.39977e-05 2.12565e-06 1.43821e-06 8.68159e-06 -7.72921e-07 1.35528e-07 2.9876e-06
internal_weight=0 3093 60 3033 215 2818 189 169 63 106 79 2798 2762 2742 2714 1211 1191 1503 1481 81 1400 1370 1344 84 1260 1240 290 950 929 264
internal_count=3121 3093 60 3033 215 2818 189 169 63 106 79 2798 2762 2742 2714 1211 1191 1503 1481 81 1400 1370 1344 84 1260 1240 290 950 929 264
is_linear=0
shrinkage=0.1


Tree=4682
num_leaves=31
num_cat=0
split_feature=10 0 11 9 16 9 45 1429 156 11 3 11 51 16 453 48 16 2 2 1375 49 481 43 1456 151 1212 42 1210 1210 2
split_gain=5.88437e-07 4.50266e-06 1.67974e-06 1.55052e-06 1.17759e-06 8.90084e-07 6.82771e-07 1.4482e-06 1.90536e-06 7.98348e-07 2.47442e-06 2.20919e-06 1.4526e-06 7.48953e-07 7.33145e-07 1.11339e-06 4.61231e-06 7.48973e-07 4.8344e-06 5.42781e-06 2.60322e-06 2.53972e-06 6.13484e-06 4.36843e-06 2.41429e-06 2.24053e-06 6.65985e-06 5.89443e-06 2.48382e-06 2.11488e-06
threshold=0.053330000000000009 -0.079829999999999998 -1.0000000180025095e-35 0.091600000000000015 -0.0094449999999999968 0.081890000000000004 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.092630000000000018 -0.14847999999999997 0.086595000000000019 -0.054954999999999997 -0.074319999999999983 0.097350000000000006 0.12474000000000002 -0.071854999999999988 0.087625000000000022 0.087505000000000013 -0.15308499999999997 0.092185000000000017 -0.087424999999999989 -0.077319999999999986 0.088395000000000015 -0.46784999999999993 -0.089544999999999986 0.092145000000000019 -0.14175499999999996 -0.07692499999999998 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -3 6 7 -4 9 11 12 14 -11 -8 15 17 -17 18 19 -9 21 22 -21 -23 -19 26 -26 -27 -29 -30
right_child=1 4 3 -5 -6 -7 13 8 -10 10 -12 -13 -14 -15 -16 16 -18 24 -20 20 -22 23 -24 -25 25 27 -28 28 29 -31
leaf_value=2.6029818583538143e-05 -4.5592454198808616e-05 -5.3419495452544657e-06 -2.6949253651764593e-05 -2.5863321370608273e-05 2.511780104131586e-05 2.0715659983190044e-05 -3.3749451097758972e-07 -4.6514645252197324e-05 3.0811456144874687e-05 -4.3915225874765644e-05 1.7357449351038668e-05 2.4697515982552432e-05 -6.2587382490164604e-06 2.547073122100714e-05 -1.884807951726197e-05 4.8673893362992326e-05 -7.788448709060248e-06 -3.6450598372539389e-05 4.8963879028936702e-05 1.0365985688925624e-05 3.4831337230254734e-05 1.0517664762232927e-06 -5.6707736279349776e-05 4.8202786656474929e-05 5.0387419406465128e-05 -4.8482553716490256e-05 -2.3557558978652758e-05 3.3684704367829001e-05 -1.3005082413049727e-05 -4.0015376190007826e-07
leaf_weight=25 23 30 20 23 22 21 23 24 20 21 20 36 20 22 21 23 39 20 21 30 23 1120 25 20 29 27 21 20 150 1182
leaf_count=25 23 30 20 23 22 21 23 24 20 21 20 36 20 22 21 23 39 20 21 30 23 1120 25 20 29 27 21 20 150 1182
internal_value=0 -8.75058e-06 2.15472e-07 1.84781e-09 7.54487e-06 2.0028e-07 5.55626e-08 -1.32055e-07 5.21295e-08 -1.60591e-07 -1.14794e-05 8.32983e-08 -2.55462e-05 1.22799e-05 -2.33736e-07 -9.28203e-08 1.31573e-05 -3.95735e-07 1.38427e-06 5.79782e-07 1.50775e-06 8.66377e-07 -2.01221e-05 1.87898e-06 -1.94725e-06 -1.46435e-06 1.93305e-05 -2.21833e-06 -1.29442e-06 -1.81963e-06
internal_weight=0 75 3046 3021 52 2998 2977 2932 2912 2892 61 2831 41 45 2795 2774 62 2712 1263 1242 1218 1195 55 1140 1449 1429 50 1379 1352 1332
internal_count=3121 75 3046 3021 52 2998 2977 2932 2912 2892 61 2831 41 45 2795 2774 62 2712 1263 1242 1218 1195 55 1140 1449 1429 50 1379 1352 1332
is_linear=0
shrinkage=0.1


Tree=4683
num_leaves=31
num_cat=0
split_feature=472 1429 1425 52 3 33 401 132 1185 15 399 15 43 133 4 132 401 43 401 16 13 12 1429 483 131 0 131 0 3 51
split_gain=6.37145e-07 1.61477e-06 9.02234e-07 8.63492e-07 1.76299e-06 5.91171e-07 5.91786e-07 6.96732e-07 4.29703e-06 2.4719e-06 1.07636e-06 2.45481e-06 7.87294e-07 7.45859e-07 9.6041e-07 1.32294e-06 7.40692e-07 2.02514e-06 1.15569e-06 6.56266e-07 1.56775e-06 3.24369e-06 1.64636e-06 2.05336e-06 2.09001e-06 2.75673e-06 3.73285e-06 3.27061e-06 3.06009e-06 2.08398e-06
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.55692499999999978 -0.086274999999999977 -0.012019999999999998 0.13837000000000002 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.09141500000000001 0.084905000000000022 -0.0095349999999999983 -0.015929999999999996 -0.00059999999999999995 -0.41127499999999995 0.11769000000000002 -0.0098449999999999979 0.11336 0.0057500000000000008 0.10935500000000002 0.099400000000000002 0.091465000000000005 -0.097364999999999993 0.090030000000000013 -0.077999999999999986 0.11863000000000001 -0.055064999999999996 -0.077104999999999993 0.084305000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 7 9 -9 10 11 12 -7 14 -14 -16 18 -18 19 -10 22 -22 23 -21 29 -26 27 28 -27 -25
right_child=1 2 -4 5 -6 6 -8 8 16 -11 -12 -13 13 -15 15 -17 17 -19 -20 20 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-1.6230708297371166e-05 2.6523848507919037e-05 -3.9613229988491288e-06 -1.9803462320218702e-05 -1.4639035829791933e-05 2.829780797668491e-05 1.5835025202250111e-05 -1.6767192435162586e-05 4.5573077936534815e-05 1.00369454766829e-06 -3.7159071931372725e-05 1.3059669860619276e-05 -3.4922537429338264e-05 1.2882320688731853e-05 -2.1285935326886831e-05 5.1259758916346289e-06 -2.7830961252697133e-05 2.7583117241647417e-05 -1.2980707033420913e-05 -2.3435743406437163e-05 -3.0568722104362676e-05 -4.789044674115035e-06 4.3233068758623142e-05 1.279862097933302e-05 -1.1070491100055059e-05 -2.4000109110404638e-05 1.9825291355328563e-05 -1.5427320042739479e-05 -5.1815658523645696e-06 7.1854197889820179e-05 1.1489059105518576e-05
leaf_weight=24 23 36 23 28 32 25 21 21 1997 22 39 24 35 20 29 21 32 20 21 32 39 22 51 318 23 26 29 21 20 47
leaf_count=24 23 36 23 28 32 25 21 21 1997 22 39 24 35 20 29 21 32 20 21 32 39 22 51 318 23 26 29 21 20 47
internal_value=0 1.25771e-07 -7.17427e-08 7.70051e-08 1.12194e-05 -1.76996e-07 -3.99617e-08 7.97629e-08 5.13092e-07 -5.40034e-06 -1.78017e-06 -5.53831e-06 -1.13529e-07 -3.9108e-06 1.77463e-07 -8.71594e-06 1.62365e-07 1.19816e-05 -6.99107e-08 1.17016e-07 -2.70257e-06 1.25304e-05 -4.34139e-06 -6.03546e-06 -4.41342e-06 7.09524e-06 1.45452e-05 2.75183e-05 4.24466e-05 -8.16556e-06
internal_weight=0 3097 3074 3051 68 2983 2955 2934 2719 215 193 154 130 105 85 50 2698 52 2646 2625 628 61 567 516 484 119 96 67 46 365
internal_count=3121 3097 3074 3051 68 2983 2955 2934 2719 215 193 154 130 105 85 50 2698 52 2646 2625 628 61 567 516 484 119 96 67 46 365
is_linear=0
shrinkage=0.1


Tree=4684
num_leaves=31
num_cat=0
split_feature=1209 43 1212 12 1212 15 1212 1213 1212 133 1213 52 1213 1213 1213 13 1213 52 43 1213 1211 15 1203 132 1186 13 390 1209 1210 43
split_gain=5.47112e-07 4.2443e-06 6.22398e-07 1.50375e-06 1.24516e-06 6.06678e-06 3.7091e-06 7.02833e-07 2.87249e-06 6.57899e-06 6.2931e-06 4.66635e-06 2.22307e-06 9.14419e-07 1.36591e-06 2.19972e-06 1.36907e-06 6.28155e-06 3.60925e-06 3.09507e-06 1.32049e-06 3.76549e-06 1.58877e-06 4.15782e-06 1.15615e-06 1.84115e-06 1.05552e-06 9.31494e-07 1.10201e-06 3.74195e-06
threshold=-0.087714999999999987 -0.0047449999999999992 -0.41103999999999991 0.090165000000000009 -0.089544999999999986 0.088850000000000012 -0.083344999999999989 -0.086179999999999993 0.087505000000000013 -0.0097699999999999992 -0.09280999999999999 0.08257500000000001 -0.083944999999999978 -0.081399999999999986 -0.074014999999999984 -0.0087749999999999981 -0.020279999999999996 0.10263500000000002 -0.0030899999999999994 -0.0068949999999999992 0.11048500000000001 0.090615000000000015 0.089005000000000015 -0.079859999999999987 -0.010834999999999999 -0.0065549999999999992 0.088565000000000019 -0.076689999999999994 -0.00046999999999999993 -0.041049999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -6 8 10 -10 11 -8 -9 -14 15 -15 17 18 -16 -18 22 -22 24 -24 25 -21 27 -26 29 -29
right_child=2 -3 4 -5 6 -7 7 12 9 -11 -12 -13 13 14 16 -17 19 -19 -20 20 21 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-1.2850990590607126e-05 8.0738082310151945e-06 4.5006099770987583e-05 -8.668456319521119e-06 -2.6165662771306635e-05 -4.1202472493750976e-05 5.3834654878907409e-05 -1.1527396316068918e-05 -3.0011114518856632e-05 -3.2436780710507743e-06 6.6937848995704291e-05 -5.0603201849629516e-05 4.8299857272385539e-05 1.5147218707566844e-05 -4.2243996031174905e-05 7.8386731690008432e-06 2.6604517718927429e-06 -3.2284342384324795e-05 -2.9664104286811465e-05 6.4493798560182438e-05 2.7160633544554005e-05 -1.5305764762274521e-05 4.1154081639063036e-05 -5.0892380550933362e-05 1.2816484704671894e-05 -2.150223375619611e-05 -5.4891936616190977e-06 2.147056473569881e-05 -1.2810022889198081e-05 -6.5324401621173203e-07 4.3635322546596519e-05
leaf_weight=32 23 21 44 29 22 24 32 25 34 22 22 22 39 20 23 24 30 22 22 39 21 27 21 20 21 31 22 24 2340 23
leaf_count=32 23 21 44 29 22 24 32 25 34 22 22 22 39 20 23 24 30 22 22 39 21 27 21 20 21 31 22 24 2340 23
internal_value=0 1.00735e-05 -1.74016e-07 -1.10213e-05 1.30055e-08 1.33915e-05 -2.95589e-07 1.1982e-08 7.1424e-06 2.43276e-05 -5.5204e-06 1.28467e-05 -3.24888e-07 -5.68653e-08 -2.74067e-07 -1.77507e-05 1.22217e-08 1.41275e-05 3.55367e-05 -3.48879e-07 2.11722e-08 1.64529e-05 -2.89226e-07 -1.98149e-05 3.09944e-08 1.27014e-05 -3.33997e-07 -5.33208e-07 -3.4873e-07 1.48122e-05
internal_weight=0 53 3068 52 3016 68 2948 2926 132 56 76 54 2794 2769 2730 44 2686 67 45 2619 2589 48 2541 41 2500 70 2430 2408 2387 47
internal_count=3121 53 3068 52 3016 68 2948 2926 132 56 76 54 2794 2769 2730 44 2686 67 45 2619 2589 48 2541 41 2500 70 2430 2408 2387 47
is_linear=0
shrinkage=0.1


Tree=4685
num_leaves=31
num_cat=0
split_feature=132 1186 393 15 394 390 129 1185 1185 42 13 1209 2 42 1209 3 0 13 0 51 12 42 12 12 130 51 157 12 4 13
split_gain=6.84984e-07 1.71438e-05 8.63638e-06 1.84381e-06 5.50965e-07 2.46346e-06 6.45526e-07 1.03483e-06 1.22137e-06 6.66405e-07 9.30111e-07 8.80989e-07 4.98397e-06 7.53192e-06 1.19923e-06 8.92048e-07 1.60745e-06 3.03224e-06 2.13563e-06 3.24371e-06 1.27493e-06 2.50157e-06 2.09777e-06 5.32164e-06 3.20366e-06 3.1024e-06 2.00906e-06 4.75339e-06 5.88672e-06 4.04438e-06
threshold=-0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.092400000000000024 -0.11103499999999998 0.090205000000000007 0.11234000000000001 0.090595000000000009 0.085905000000000009 -0.23108499999999998 0.27266500000000005 -0.077594999999999983 0.086285000000000014 0.089905000000000013 -0.025744999999999997 -0.094299999999999981 0.10455500000000001 -0.033284999999999988 0.047850000000000011 -0.12463499999999998 0.10832500000000002 0.10077000000000001 0.089300000000000004 0.091475000000000015 0.086880000000000013 0.078435000000000019 -0.04831499999999999 0.10016000000000001 -0.049534999999999989 0.10002500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 6 7 8 9 -6 11 12 13 -11 -13 20 18 -18 -17 -20 21 22 24 -24 25 -16 29 -28 -29 -25
right_child=2 -3 -4 -5 5 -7 -8 -9 -10 10 -12 14 -14 -15 15 16 17 -19 19 -21 -22 -23 23 26 -26 -27 27 28 -30 -31
leaf_value=-2.6875423817156932e-07 1.234113850993405e-05 8.9117621494303674e-05 -6.5893091632460707e-05 -2.9332897036510986e-05 1.4090327391441503e-05 -3.4231643916254618e-05 1.6476100169408405e-05 -2.1597149539461085e-05 2.0956733702145619e-05 -2.0659156871261074e-06 -2.1691927013307581e-05 -2.0241576618597418e-05 -2.1932855185392935e-05 7.7159064021543598e-05 6.7812438527666095e-06 -1.051701413036855e-06 -4.8891304049902832e-05 1.0512551882364339e-06 -7.4947429476940847e-06 4.515403458026413e-05 -1.3676261867084052e-05 3.6128524494415615e-05 5.0288755317226262e-05 -4.618084636777418e-05 -4.1818032095761736e-05 -2.7685799226873088e-05 -4.4833763757106891e-06 7.4938663846339858e-05 4.3449633233615678e-06 1.4517766217265845e-05
leaf_weight=172 36 22 20 25 33 21 24 22 28 30 20 30 30 20 142 2031 20 31 22 25 38 25 29 21 20 32 81 21 27 23
leaf_count=172 36 22 20 25 33 21 24 22 28 30 20 30 30 20 142 2031 20 31 22 25 38 25 29 21 20 32 81 21 27 23
internal_value=0 5.39287e-06 -4.0697e-07 -3.9571e-06 4.74788e-08 -1.08028e-07 1.45634e-07 5.70901e-09 1.76728e-07 -3.47729e-08 -2.0627e-07 -4.69987e-08 1.02902e-05 2.96241e-05 -3.6288e-07 -1.32447e-07 -9.94493e-07 -1.85341e-05 -5.64023e-07 2.05099e-05 3.86602e-06 5.44941e-06 3.5126e-06 1.06453e-05 -3.91428e-06 4.42477e-07 3.9999e-06 1.02936e-05 3.52297e-05 -1.4452e-05
internal_weight=0 219 2902 197 2882 2846 2825 2801 2779 2751 2718 2698 80 50 2618 2588 2129 51 2078 47 459 421 396 202 194 174 173 129 48 44
internal_count=3121 219 2902 197 2882 2846 2825 2801 2779 2751 2718 2698 80 50 2618 2588 2129 51 2078 47 459 421 396 202 194 174 173 129 48 44
is_linear=0
shrinkage=0.1


Tree=4686
num_leaves=31
num_cat=0
split_feature=393 403 394 472 1429 1425 52 1 1185 43 43 129 130 1184 475 15 1429 474 474 157 157 13 475 0 3 43 1371 43 3 1373
split_gain=5.86118e-07 4.7835e-06 6.32996e-07 5.58108e-07 1.32218e-06 7.54674e-07 7.44221e-07 1.36069e-06 5.78912e-07 1.31706e-06 1.42793e-06 7.41686e-07 2.17033e-06 1.24282e-06 5.82813e-07 1.37406e-06 1.034e-06 6.70822e-07 4.45411e-06 2.05118e-06 1.55104e-06 2.05055e-06 4.34922e-06 2.98858e-06 1.34965e-06 9.71386e-07 5.66306e-06 4.89871e-06 8.33248e-06 3.84399e-06
threshold=0.10856500000000001 -0.074254999999999988 -0.15150999999999998 -0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.55692499999999978 0.099660000000000012 0.085905000000000009 -0.013199999999999998 -0.008069999999999999 -0.077709999999999987 -0.0087849999999999977 0.083155000000000021 0.051590000000000004 -0.052074999999999989 0.11635000000000001 0.08708500000000001 0.085685000000000011 -0.083699999999999983 -0.081749999999999975 -0.052719999999999996 -0.074304999999999982 -0.075684999999999988 -0.081234999999999988 -0.081674999999999984 0.083235000000000017 -0.08287499999999999 -0.082039999999999988 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 7 -6 11 -10 -11 12 -8 14 16 -16 17 18 25 -19 -21 23 -23 24 -22 27 29 -13 -29 -27
right_child=1 -3 3 4 5 -7 8 -9 9 10 -12 13 -14 -15 15 -17 -18 19 -20 20 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-1.3956931985431409e-05 3.4070367804485034e-05 -2.6982092865745513e-05 -1.5221011608446133e-05 2.3973570410896135e-05 2.4531755707357663e-05 -1.8139006090717412e-05 9.1206633788672115e-06 -3.7596420337221768e-06 -7.6699951282064621e-06 3.9376853455905804e-05 2.4576691430411304e-06 2.3820012728115934e-07 -3.6343440375016408e-05 2.4615673755761236e-05 -3.381995812753413e-06 2.8458248229783392e-05 -2.0457596082661228e-05 2.6078606765622681e-05 -4.1255775286791272e-05 -2.5832041228568417e-05 2.9599227907185978e-05 -4.8207369218289393e-06 5.6235808183373597e-05 -2.7752672519584717e-05 -3.026732275657196e-06 -1.7380199667316386e-06 -5.332928153052308e-05 8.2761735611711629e-05 3.0183962352518731e-06 3.325146256401013e-05
leaf_weight=33 33 21 24 23 34 23 21 34 29 20 22 679 21 20 33 23 26 38 27 20 21 28 20 35 32 1670 21 20 38 32
leaf_count=33 33 21 24 23 34 23 21 34 29 20 22 679 21 20 33 23 26 38 27 20 21 28 20 35 32 1670 21 20 38 32
internal_value=0 1.03277e-05 -1.81845e-07 -3.20169e-08 8.90914e-08 -9.48199e-08 4.51991e-08 1.03861e-05 -1.97611e-07 8.72079e-06 2.00382e-05 -4.21755e-07 -1.36114e-05 -2.22702e-07 -4.02495e-07 9.69525e-06 -6.11388e-07 -4.18922e-07 -8.60714e-07 5.24467e-06 1.69741e-07 3.99353e-06 2.06195e-05 -5.07517e-06 9.90053e-06 -4.17354e-07 -1.71698e-06 2.62099e-06 3.05161e-05 -1.08017e-06
internal_weight=0 54 3067 3034 3010 2987 2964 68 2896 71 42 2825 42 2783 2763 56 2707 2681 2487 194 156 136 48 88 53 2460 1723 737 58 1702
internal_count=3121 54 3067 3034 3010 2987 2964 68 2896 71 42 2825 42 2783 2763 56 2707 2681 2487 194 156 136 48 88 53 2460 1723 737 58 1702
is_linear=0
shrinkage=0.1


Tree=4687
num_leaves=31
num_cat=0
split_feature=1429 156 1429 157 1429 1429 4 3 16 3 3 2 2 45 11 33 9 10 132 50 1185 1203 393 129 475 474 157 13 157 157
split_gain=5.91459e-07 1.72859e-06 6.58988e-07 2.59581e-06 9.42765e-07 8.5773e-07 8.42987e-07 2.53072e-06 4.90122e-06 6.67737e-06 4.06971e-06 3.05177e-06 4.32989e-06 1.12056e-06 3.11559e-06 2.21794e-06 7.18609e-07 1.2759e-06 7.44692e-07 1.5973e-05 8.47689e-06 3.37188e-06 9.66069e-07 7.31335e-07 7.34581e-07 1.00813e-06 9.54093e-07 6.85049e-06 3.99336e-06 3.61907e-06
threshold=-0.23752499999999996 0.32523500000000005 -0.084934999999999997 -0.049319999999999996 -0.069929999999999978 -0.026244999999999997 -0.17966999999999997 0.084940000000000015 0.042200000000000008 -0.05647499999999999 0.10299500000000002 0.10467500000000002 0.095040000000000013 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.09055500000000001 0.09216000000000002 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.10585500000000002 -0.082304999999999975 0.058495000000000012 0.11354000000000002 -0.087424999999999989 -0.085384999999999975 -0.086394999999999986 -0.085474999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 7 8 -7 11 -9 12 -10 14 -8 -16 18 -18 19 21 -20 -17 23 -22 25 26 27 -25 -28 -30
right_child=1 -3 4 -5 5 6 13 10 9 -11 -12 -13 -14 -15 15 16 17 -19 20 -21 22 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=-1.6338603266128551e-05 7.15297638312369e-06 2.9419861325550299e-05 1.7756555656281611e-05 -3.838230587851805e-05 -1.9296232905775391e-05 3.05377763600388e-05 3.4269021638850136e-05 5.5127928321023015e-05 -1.214178959171044e-05 -6.1598034715809101e-05 4.1367960835082666e-06 -2.00400911519348e-05 5.2872027927151068e-05 -2.2348052929690155e-05 -3.0777808873002263e-05 8.514878532533933e-07 2.9724205722397364e-05 -1.3658029274665752e-06 -6.2763046414395583e-05 9.0233213327337581e-05 1.6059872915810466e-05 -4.2570369208760896e-05 1.8402591849230199e-05 -5.621336949843681e-05 1.6246607614448295e-05 -2.2291952535107902e-05 3.9343254786217588e-05 7.6432699415818213e-06 -3.9469806218524657e-05 -4.2455046365389229e-07
leaf_weight=22 31 20 30 21 23 35 26 24 21 22 45 37 20 23 24 169 22 33 22 20 26 20 27 24 25 22 25 56 24 2182
leaf_count=22 31 20 30 21 23 35 26 24 21 22 45 37 20 23 24 169 22 33 22 20 26 20 27 24 25 22 25 56 24 2182
internal_value=0 1.15982e-07 -7.43649e-08 -1.12363e-05 1.17382e-07 -5.91858e-08 8.95876e-08 6.29349e-06 -1.6693e-06 -1.29418e-05 2.18728e-05 7.8179e-07 1.95723e-05 -3.67306e-07 -1.83266e-07 -5.12469e-07 -2.43144e-07 1.10702e-05 -4.7866e-07 5.24956e-06 -9.70727e-07 -3.74342e-06 -4.06882e-07 -6.19909e-07 -8.03825e-07 -9.86534e-07 -7.83713e-07 -1.15137e-05 -3.98953e-07 -8.4934e-07
internal_weight=0 3099 3079 52 3027 2997 2974 204 135 100 69 78 41 2770 2747 2721 2697 55 2642 209 2433 189 2411 2384 2358 2333 2311 80 2231 2206
internal_count=3121 3099 3079 52 3027 2997 2974 204 135 100 69 78 41 2770 2747 2721 2697 55 2642 209 2433 189 2411 2384 2358 2333 2311 80 2231 2206
is_linear=0
shrinkage=0.1


Tree=4688
num_leaves=31
num_cat=0
split_feature=11 1420 155 471 471 471 1455 43 3 1455 131 131 3 482 482 482 482 483 1204 15 52 15 0 2 1208 1208 15 15 0 133
split_gain=6.8997e-07 6.29503e-07 1.95372e-06 7.2688e-07 8.11098e-07 8.94312e-07 7.14931e-07 2.00647e-06 3.07818e-06 1.13094e-06 9.8344e-07 2.42228e-06 1.2747e-06 8.44942e-07 1.14141e-06 1.54225e-06 2.83898e-06 2.06474e-06 9.6527e-07 8.7724e-07 3.75152e-06 1.90136e-06 4.83587e-06 3.95055e-06 1.48981e-06 1.89571e-06 1.32004e-06 3.40884e-06 4.09149e-06 5.30294e-06
threshold=-0.072629999999999986 0.056520000000000008 0.14721000000000004 0.10338500000000002 0.093375000000000014 0.089570000000000025 -0.092919999999999989 -0.013024999999999998 -0.081164999999999987 -0.088559999999999986 0.11669000000000002 0.12193000000000001 -0.082284999999999983 0.11191500000000001 0.098105000000000012 0.089605000000000018 0.087425000000000017 0.086010000000000017 0.053645000000000005 0.12044500000000001 0.17829500000000004 0.11171000000000002 -0.080309999999999979 0.11448000000000001 0.11846000000000001 0.10480500000000002 0.094425000000000023 0.095575000000000007 -0.069954999999999976 0.51114000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 -8 13 -12 -13 14 15 16 18 -17 19 21 -21 24 -23 -24 25 26 -11 -28 29 -29
right_child=1 -3 -4 -5 -6 -7 9 -9 -10 10 11 12 -14 -15 -16 17 -18 -19 -20 20 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-1.8065061340166721e-05 5.1669354288605976e-05 -1.6359918853318645e-05 3.0642812929554133e-05 -1.8074661354396747e-05 1.9752812797724758e-05 -1.8434605114564948e-05 -2.3152352254588289e-05 -1.4863716314721387e-05 -3.8119485179777263e-06 -8.088221155268139e-07 3.1077878967542868e-05 1.5235466155270564e-05 -1.3657160412254302e-05 -1.5874362374875892e-05 1.7432577078579924e-05 3.6368266941840727e-06 3.5865469056840416e-05 -3.5171825788109286e-05 2.0191825356248404e-05 -2.5722504613119839e-06 3.8559989981573987e-05 1.1928777596701615e-05 -7.1307402413367535e-05 -9.2068017693236484e-06 2.6885704901360445e-05 -2.6869188613326753e-05 4.1864787614870768e-05 6.3741727335838454e-06 4.1677711609130103e-05 -4.8875444301064935e-05
leaf_weight=21 20 23 21 22 21 26 21 20 20 2260 35 26 37 34 37 26 22 29 23 85 30 33 20 21 20 27 26 71 21 23
leaf_count=21 20 23 21 22 21 26 21 20 20 2260 35 26 37 34 37 26 22 29 23 85 30 33 20 21 20 27 26 71 21 23
internal_value=0 1.22378e-07 2.4558e-07 3.66985e-08 1.68027e-07 3.15248e-08 1.92261e-07 1.09979e-05 2.39287e-05 -2.92415e-08 1.37856e-07 9.98503e-06 -1.73322e-06 -2.05813e-07 -1.3769e-08 -2.49617e-07 9.03151e-08 -1.68259e-05 -2.0557e-07 -3.83476e-07 8.1579e-06 -7.72952e-07 -1.65654e-05 -3.94998e-05 -2.95566e-07 -5.19464e-07 -2.23153e-07 9.16417e-06 1.77098e-06 -7.14435e-06
internal_weight=0 3100 3077 3056 3034 3013 2987 60 40 2927 2906 98 63 2808 2774 2737 2682 55 2660 2637 115 2522 74 41 2448 2428 2401 141 115 94
internal_count=3121 3100 3077 3056 3034 3013 2987 60 40 2927 2906 98 63 2808 2774 2737 2682 55 2660 2637 115 2522 74 41 2448 2428 2401 141 115 94
is_linear=0
shrinkage=0.1


Tree=4689
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1208 1208 1209 1209 1209 1209 401 1213 401 391 391 1210 1212 1212 403 1210 402 403 401 133 132 132 16 403 4 403
split_gain=5.85135e-07 4.55549e-06 1.54422e-06 6.19294e-07 1.60316e-06 1.29755e-06 1.01832e-06 1.0605e-06 1.88652e-06 1.00304e-06 6.13958e-07 5.01728e-06 1.21378e-06 2.49226e-06 1.22519e-06 7.02792e-07 6.78017e-07 2.15961e-06 1.76741e-06 9.74203e-07 7.66549e-07 2.55567e-06 2.43948e-06 2.27747e-06 8.15755e-07 1.88554e-06 1.14747e-06 1.06369e-06 2.79292e-06 2.14864e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.092099999999999987 -0.085894999999999985 -0.077594999999999983 -1.0000000180025095e-35 0.11602000000000001 -0.083944999999999978 0.10711000000000001 -0.088134999999999977 -0.079769999999999994 -0.094799999999999982 -0.070754999999999985 -0.009474999999999999 0.072365000000000027 -0.081594999999999987 -0.46267499999999995 -0.43370499999999995 -1.0000000180025095e-35 0.50628500000000021 0.11297500000000001 0.10859000000000001 -0.072804999999999981 0.085640000000000008 -0.093124999999999986 0.022375000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 -8 -9 -10 12 -12 13 -11 -15 -16 18 -18 -17 -19 21 -21 -22 24 25 27 -26 29 -29 -24
right_child=1 3 -4 -5 -6 -7 7 8 9 10 11 -13 -14 14 15 16 17 19 -20 20 22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-1.7794673921503326e-06 4.6785444802870711e-05 1.9091165748769917e-05 -2.6901321091697483e-05 -1.5033405550100185e-05 2.2439849828970182e-05 -2.4834011241009215e-05 -2.2462412873989838e-05 2.6398506910212475e-05 -1.8663787460386158e-05 -3.5166114562343866e-05 1.7593391956844635e-05 -4.5440809670886352e-05 1.9015870058116408e-05 2.4925463530962592e-05 1.711068922910878e-05 -2.6351084662482295e-05 3.0031915033153683e-05 -2.2091905484558084e-05 6.9011214093499745e-06 -1.2841485149692746e-05 -2.8505522507960756e-05 3.6035843059716686e-05 -9.966344194434562e-08 3.3792909016483462e-05 -2.9757445670177483e-05 2.9300294822447048e-05 2.1874838753517354e-06 -2.2726116211353138e-05 1.8146375295168025e-05 -2.0870499188544381e-05
leaf_weight=194 21 28 28 27 32 21 21 27 29 20 28 23 34 20 24 33 24 20 31 20 30 23 2122 20 22 22 23 21 82 51
leaf_count=194 21 28 28 27 32 21 21 27 29 20 28 23 34 20 24 33 24 20 31 20 30 23 2122 20 22 22 23 21 82 51
internal_value=0 3.78909e-07 -4.94799e-06 4.02926e-08 1.83046e-07 -6.96031e-08 1.16263e-07 -7.55413e-08 9.54751e-08 -1.65429e-07 3.37732e-08 -1.08338e-05 2.43556e-07 -1.17508e-09 2.70579e-07 7.85625e-08 -8.2118e-08 1.80138e-07 -1.02445e-05 -1.11573e-07 6.88896e-08 1.33022e-05 -1.68901e-07 1.90853e-07 -9.59762e-08 1.65135e-07 -1.343e-05 -1.16488e-07 9.81315e-06 -5.87152e-07
internal_weight=0 2899 222 2878 2851 2819 2798 2770 2749 2722 2693 51 2642 2608 2588 2568 2544 2480 64 2456 2436 43 2393 2363 2343 2298 45 2276 103 2173
internal_count=3121 2899 222 2878 2851 2819 2798 2770 2749 2722 2693 51 2642 2608 2588 2568 2544 2480 64 2456 2436 43 2393 2363 2343 2298 45 2276 103 2173
is_linear=0
shrinkage=0.1


Tree=4690
num_leaves=31
num_cat=0
split_feature=472 1429 1429 132 1203 1185 50 132 44 47 0 1 1 1 3 47 2 43 1 1428 157 148 447 49 447 16 9 3 3 2
split_gain=5.61147e-07 1.19313e-06 6.61846e-07 5.72123e-07 1.74323e-05 8.18516e-06 4.58599e-06 5.86583e-07 5.55762e-07 6.44069e-07 4.87764e-06 1.41002e-05 4.2132e-06 1.42491e-05 4.45283e-06 1.97558e-06 1.36848e-06 9.51519e-07 1.20603e-06 8.75086e-07 1.87871e-06 8.82573e-07 1.91537e-06 8.8966e-07 8.74012e-07 1.54274e-06 8.84667e-07 3.64548e-06 8.43118e-07 3.21436e-06
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.083284999999999984 0.089165000000000008 -0.087384999999999977 0.093975000000000017 -0.050879999999999988 0.094585000000000016 0.092165000000000011 -0.10224499999999999 0.10389500000000002 0.093100000000000002 0.089875000000000024 -0.034684999999999994 0.090100000000000013 0.084855000000000014 -0.065269999999999981 0.11751000000000002 -0.071779999999999997 0.41580000000000006 -0.10069499999999999 0.094580000000000011 0.15665000000000004 0.088125000000000023 -0.53943499999999989 0.08925000000000001 -0.014944999999999998 -0.16726499999999997 0.10467500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -5 -4 -7 9 15 11 -11 13 16 17 19 -12 18 -14 -9 21 -21 23 24 26 -26 28 -28 29 -23
right_child=1 2 3 5 -6 7 -8 8 -10 10 12 -13 14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-1.5231972884066636e-05 2.2809494238691001e-05 -1.6256210634310264e-05 6.1510693963658954e-07 -6.4043291786219925e-05 8.7325107328386218e-05 1.5107632890039197e-05 -4.8902461475379476e-05 -2.0720530451399102e-05 1.2191738949548233e-05 -9.6049431920705719e-05 -2.2483993960046669e-05 7.7424124688665e-07 6.3627748703208544e-06 8.6950367261559461e-05 -4.5846843226239865e-05 3.166856829921017e-05 6.2148509414328146e-06 1.7900096277874885e-05 -2.4674927585909333e-05 1.6508051652408542e-05 2.8727638077132565e-05 2.9588791287267215e-05 -2.6693543218748856e-05 1.527033164165914e-05 -5.9628706731018616e-06 3.2411847851934993e-05 3.7996837321630807e-05 -1.8790875601553124e-05 -1.0871878161774458e-06 -9.7953872714136853e-06
leaf_weight=24 23 25 171 20 23 26 21 20 37 21 24 53 31 23 27 20 54 24 21 32 23 40 27 38 20 22 26 20 2142 43
leaf_count=24 23 25 171 20 23 26 21 20 37 21 24 53 31 23 27 20 54 24 21 32 23 40 27 38 20 22 26 20 2142 43
internal_value=0 1.18049e-07 -5.17305e-08 8.11366e-08 5.05446e-06 -2.96162e-07 -4.80088e-06 1.56909e-07 1.74835e-08 -1.46256e-07 -4.70989e-06 -2.67027e-05 3.26791e-06 1.77806e-05 -1.0963e-05 3.6676e-07 -2.61556e-06 1.42993e-06 -6.17168e-06 1.11548e-07 2.82794e-07 1.13285e-08 -2.10663e-07 9.34793e-08 -1.55859e-07 1.41382e-05 -4.20214e-07 1.33065e-05 -7.04003e-07 9.18494e-06
internal_weight=0 3097 3074 3049 215 2834 192 2814 2788 2751 278 74 204 101 103 2473 78 76 52 2453 2433 2410 2378 2351 2313 42 2271 46 2225 83
internal_count=3121 3097 3074 3049 215 2834 192 2814 2788 2751 278 74 204 101 103 2473 78 76 52 2453 2433 2410 2378 2351 2313 42 2271 46 2225 83
is_linear=0
shrinkage=0.1


Tree=4691
num_leaves=31
num_cat=0
split_feature=1429 156 474 1429 474 475 15 474 157 1371 42 157 43 157 3 475 151 457 457 133 457 47 1375 1374 150 150 448 42 48 150
split_gain=6.3437e-07 1.59666e-06 5.99484e-07 2.38663e-06 2.02405e-06 3.05359e-06 2.54541e-06 1.58776e-06 6.6122e-06 2.92167e-06 2.79079e-06 1.35303e-06 2.2053e-06 1.21831e-06 2.33609e-06 1.75386e-06 1.09759e-06 1.06798e-06 1.06855e-06 3.27779e-06 1.9927e-06 2.3215e-06 1.21007e-06 1.02194e-06 1.36173e-06 2.14134e-06 3.72469e-06 2.33829e-06 1.06542e-06 1.09409e-06
threshold=-0.23752499999999996 0.32523500000000005 0.091180000000000011 -0.0061799999999999989 0.087745000000000017 -0.080204999999999985 -0.010414999999999999 0.083875000000000019 -0.086284999999999987 0.083235000000000017 0.083715000000000026 -0.081579999999999986 -0.082064999999999985 -0.06482499999999998 -0.045649999999999989 -0.066784999999999983 -0.5225749999999999 -0.14249999999999999 -0.086839999999999987 0.08653000000000001 -0.065884999999999985 0.096475000000000019 0.057835000000000004 -0.035729999999999991 0.12068000000000002 0.098740000000000008 -0.068129999999999982 0.083425000000000013 0.14257500000000004 0.087170000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 6 -6 9 -9 16 -10 -5 -13 14 -14 -15 -2 -18 19 -19 21 -20 23 -22 25 28 -27 -28 29 -25
right_child=1 -3 3 11 5 -7 -8 8 10 -11 -12 12 13 15 -16 -17 17 18 20 -21 22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-1.6920920692923987e-05 -1.8180541290789598e-05 2.8283505143917865e-05 -3.8247038719418928e-05 2.2728517465111508e-05 -1.894039719445573e-05 4.68569844813423e-05 2.5749283006007321e-05 -4.5104554971121854e-05 -1.1438560165645738e-05 2.7513358343593353e-05 2.7422297576453221e-05 -2.5593839161860833e-05 3.2914625850415699e-05 1.1698175460748775e-05 -8.7124679724253769e-06 -2.7873919752134198e-05 1.8930797559733039e-05 -4.1070288337626458e-05 4.534769174088503e-05 1.0668082701158711e-05 1.9077343194494139e-05 -1.6730327929724898e-06 -2.3475518638737085e-05 -5.3219639005888922e-07 2.0359640316769401e-05 1.5786175762990578e-05 -5.8290935505118059e-05 -1.1046889139834093e-05 1.9829939093243513e-05 1.198828285093138e-05
leaf_weight=22 33 20 20 20 26 23 25 39 42 39 33 38 28 21 26 24 30 24 21 25 28 21 22 2277 32 21 22 20 27 72
leaf_count=22 33 20 20 20 26 23 25 39 42 39 33 38 28 21 26 24 30 24 21 25 28 21 22 2277 32 21 22 20 27 72
internal_value=0 1.20118e-07 -6.28206e-08 -5.71279e-06 2.81785e-07 1.6608e-05 2.96631e-06 -1.45422e-07 -1.17067e-05 3.40202e-07 5.66022e-06 -1.5683e-06 -5.11528e-06 2.74518e-06 1.2872e-05 -9.40694e-06 -5.59676e-08 1.70418e-07 -4.50534e-08 -1.46732e-05 2.3461e-07 2.18373e-05 -1.25293e-07 8.02717e-08 -1.34993e-07 -4.03885e-07 -1.86005e-05 -3.57938e-05 7.86e-08 -1.48427e-07
internal_weight=0 3099 3079 177 2902 74 51 2828 114 2714 75 157 137 99 54 45 2675 2642 2612 49 2563 42 2521 2499 2471 2439 63 42 2376 2349
internal_count=3121 3099 3079 177 2902 74 51 2828 114 2714 75 157 137 99 54 45 2675 2642 2612 49 2563 42 2521 2499 2471 2439 63 42 2376 2349
is_linear=0
shrinkage=0.1


Tree=4692
num_leaves=31
num_cat=0
split_feature=1420 155 475 3 475 475 1371 160 475 15 43 475 0 475 155 1428 1429 16 456 456 130 456 457 4 40 52 51 43 51 42
split_gain=6.05474e-07 1.63202e-06 7.07479e-07 1.24024e-06 9.54356e-07 2.83305e-06 2.74269e-06 5.42379e-06 2.54679e-06 2.28119e-06 2.99978e-06 5.75229e-07 1.93543e-06 7.30088e-07 1.09376e-06 1.10987e-06 1.36364e-06 2.24415e-06 1.03593e-06 1.46945e-06 1.43432e-06 1.43094e-06 1.35122e-06 1.19618e-06 1.10899e-06 1.18037e-06 3.29549e-06 1.03702e-05 7.22916e-06 2.55733e-06
threshold=0.056520000000000008 0.14721000000000004 -0.10664 -0.077564999999999981 -0.086304999999999979 -0.085774999999999976 0.083235000000000017 -0.081969999999999987 -0.085024999999999989 -0.015744999999999999 -0.081944999999999976 -0.084049999999999986 -0.085034999999999986 -0.082759999999999986 0.11245500000000001 0.090025000000000008 -0.069929999999999978 -0.018494999999999998 0.091580000000000009 0.087440000000000004 -0.23123999999999997 0.084065000000000015 -0.14249999999999999 0.0016150000000000003 -0.24134999999999998 -0.080114999999999978 0.092545000000000016 -0.05647499999999999 0.082455000000000014 0.10705500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 -6 8 -8 -7 -4 -11 12 -10 -13 15 16 17 -15 19 20 -18 22 -22 -20 -24 26 28 -28 29 -26
right_child=-2 -3 4 -5 5 6 7 -9 11 10 -12 13 -14 14 -16 -17 18 -19 23 -21 21 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=-6.3635556963553044e-07 -1.6165063994855661e-05 2.7902825032859777e-05 -1.1608307522692486e-05 -3.0400211055946002e-05 -3.7631478717230495e-05 -2.9229032161310901e-05 -1.1831411791804603e-05 5.8460290309718084e-05 3.4083025175277728e-05 1.2836932475455916e-06 5.4237825861491731e-05 -1.4065601882631764e-05 -9.3836060386820474e-06 -1.1118095330857614e-05 1.6923853229998617e-05 -2.3060064008209987e-05 2.5086548542028393e-05 3.0873107422978919e-05 2.4054858614682737e-05 -1.9895358565964929e-05 2.2843486647161626e-05 2.6084320779773407e-05 -2.388148471557846e-05 -1.927960805487066e-06 -8.243090245744187e-06 2.7543585577070653e-07 1.8351738192549145e-05 -7.4690331632154997e-05 4.1772426469405593e-05 2.6106502809852829e-05
leaf_weight=42 23 21 26 21 20 30 21 23 20 23 20 37 21 20 38 21 22 35 37 39 24 20 21 34 376 1981 23 25 34 23
leaf_count=42 23 21 26 21 20 30 21 23 20 23 20 37 21 20 38 21 22 35 37 39 24 20 21 34 376 1981 23 25 34 23
internal_value=0 1.20014e-07 -6.95992e-08 -1.05576e-05 1.49627e-07 -1.22747e-07 1.33723e-07 2.4912e-05 -2.44703e-07 1.17749e-05 2.59135e-05 6.02886e-08 1.18196e-05 -1.11289e-07 7.49027e-08 -1.59196e-07 1.8003e-08 1.56036e-05 -3.04376e-07 -6.31304e-07 -3.36562e-07 -5.57895e-07 -7.70438e-07 1.16124e-05 -9.98683e-07 -8.03501e-07 -5.24711e-06 -3.01077e-05 -2.4912e-06 -6.26304e-06
internal_weight=0 3098 3077 63 3014 2945 2925 44 2881 69 43 2851 41 2810 2773 2735 2714 55 2659 2588 2549 2527 2507 71 2483 2462 481 48 433 399
internal_count=3121 3098 3077 63 3014 2945 2925 44 2881 69 43 2851 41 2810 2773 2735 2714 55 2659 2588 2549 2527 2507 71 2483 2462 481 48 433 399
is_linear=0
shrinkage=0.1


Tree=4693
num_leaves=31
num_cat=0
split_feature=130 12 472 1429 11 52 156 1426 1428 471 1419 11 11 11 400 1429 156 16 16 42 402 0 16 16 2 52 1 0 132 403
split_gain=6.1252e-07 1.92184e-06 5.89642e-07 1.11317e-06 7.21841e-07 1.72353e-06 1.43503e-06 6.83347e-07 7.51722e-07 8.14488e-07 9.19907e-07 1.22025e-06 9.89984e-07 1.05938e-06 1.55004e-06 9.14266e-07 1.04863e-06 6.30917e-07 4.44218e-06 8.15428e-06 2.7348e-06 2.2614e-06 8.95671e-06 4.67732e-06 6.86153e-06 7.10275e-06 4.59028e-06 3.74518e-06 2.76597e-06 2.0871e-05
threshold=-0.23647499999999996 0.23631000000000002 -0.38234499999999999 -0.23587499999999997 0.097680000000000017 -0.078224999999999975 0.14171000000000003 -0.021179999999999997 0.087445000000000009 0.10338500000000002 0.111085 0.092630000000000018 0.086595000000000019 0.081365000000000007 -0.40134499999999995 -0.069929999999999978 -0.092624999999999985 -0.083134999999999987 -0.082179999999999989 -0.088249999999999981 0.15960500000000002 -0.10324499999999999 -0.056919999999999991 -0.016164999999999995 0.10672500000000001 -0.013374999999999998 0.11230000000000001 -0.098289999999999975 -0.083284999999999984 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 -5 9 10 11 12 13 14 -9 -16 -17 -18 19 -19 21 22 -20 -24 25 -25 -26 -23 29 -29
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 -12 -13 -14 -15 15 16 17 18 20 -21 -22 27 23 24 26 -27 -28 28 -30 -31
leaf_value=-1.7444124257508519e-05 -1.5711041699735993e-05 2.956361875021685e-05 2.1941444949492428e-05 -1.3648006736459779e-05 -3.4537338178779466e-05 5.2106101558517063e-06 2.5491435859624872e-05 2.7782844990724699e-05 1.6047803718287203e-05 -2.0243215603841237e-05 2.0860237444659499e-05 -2.3606529099528087e-05 1.9092829037011447e-05 -1.9860112317676088e-05 1.5456902582553923e-05 -2.2628626244286789e-05 -2.1822828514404821e-06 -1.0249632648158998e-05 6.3249946560972606e-05 7.2183581498090155e-05 -3.5750143537630459e-05 -3.5613795419825091e-05 -4.0032216661925108e-05 7.7310356235017911e-06 -5.3071194898538207e-05 7.9864096569508554e-05 1.3122658749580296e-05 8.7140790254062312e-05 -1.063779387247932e-06 -1.5123639345659969e-05
leaf_weight=20 24 22 23 37 20 24 22 20 29 20 21 22 27 27 37 21 1005 24 28 24 21 30 23 43 22 20 20 29 1352 64
leaf_count=20 24 22 23 37 20 24 22 20 29 20 21 22 27 27 37 21 1005 24 28 24 21 30 23 43 22 20 20 29 1352 64
internal_value=0 1.12504e-07 -9.79298e-08 2.47264e-08 -1.41528e-07 -1.28566e-05 4.57088e-08 -1.43032e-07 2.75666e-08 -1.32636e-07 7.02105e-09 -1.46151e-07 3.5777e-08 -1.47333e-07 4.39152e-08 -1.56873e-07 -3.68799e-07 -1.95987e-07 9.78264e-07 3.0967e-05 1.06921e-07 5.686e-07 1.20183e-05 8.11425e-07 9.75813e-06 3.06304e-05 -2.15503e-05 -6.42355e-07 8.36957e-08 1.67653e-05
internal_weight=0 3101 3079 3055 3032 44 2988 2966 2929 2900 2880 2859 2837 2810 2783 2763 2726 2705 1700 48 1652 1631 156 128 105 63 42 1475 1445 93
internal_count=3121 3101 3079 3055 3032 44 2988 2966 2929 2900 2880 2859 2837 2810 2783 2763 2726 2705 1700 48 1652 1631 156 128 105 63 42 1475 1445 93
is_linear=0
shrinkage=0.1


Tree=4694
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1429 1429 157 474 3 398 0 52 2 16 399 13 52 471 153 12 130 157 51 2 4 157 157 1371 157
split_gain=7.43557e-07 4.80296e-06 2.46956e-06 6.23777e-07 1.47145e-06 6.68139e-07 1.52305e-06 1.49428e-06 3.12279e-06 1.11275e-06 6.23585e-07 1.09914e-06 1.05991e-06 2.14032e-06 8.02885e-07 6.32127e-07 8.39994e-07 6.06957e-07 9.00128e-07 1.14536e-06 9.26941e-07 1.25703e-06 6.84036e-07 4.78963e-06 4.36979e-06 4.51304e-06 4.02017e-06 2.74183e-06 1.08296e-06 9.18267e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23752499999999996 0.32523500000000005 -0.07700499999999999 -1.0000000180025095e-35 -0.00078499999999999989 0.037915000000000011 -0.076969999999999997 0.10586000000000002 -0.098289999999999975 0.10347000000000002 0.097385000000000013 -0.073404999999999984 0.087485000000000021 -0.0093149999999999986 -0.56368999999999991 0.10338500000000002 0.08351500000000002 0.23631000000000002 -0.22461999999999996 -0.087424999999999989 -0.085534999999999986 0.10402500000000002 -0.0047449999999999992 -0.086394999999999986 -0.085154999999999995 0.08976000000000002 -0.082414999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 -3 5 7 9 8 -5 -7 11 -1 13 14 15 -13 -17 -8 19 20 21 -19 23 -23 25 -25 -24 -28 29 -29
right_child=1 3 -4 4 -6 6 17 -9 -10 -11 -12 12 -14 -15 -16 16 -18 18 -20 -21 -22 22 26 24 -26 -27 27 28 -30 -31
leaf_value=-2.3491943632810341e-05 4.8077464626181788e-05 -1.7519464672659525e-05 -3.3340033743505571e-05 1.9412188802903077e-05 2.7231757267145445e-05 3.4553703781884081e-05 1.2857672317068136e-05 -3.2708118963000745e-05 -2.8895229352992433e-05 3.4178301272428751e-06 1.3888172068855847e-05 1.1777340603202902e-05 -2.1210074728947977e-05 2.8616334108077212e-05 -2.1510495935217479e-05 8.0136877262372181e-06 -1.853608555043488e-05 2.138491523779791e-05 -2.1349224971345394e-05 2.2667601253219391e-05 -2.1690994853997838e-05 -4.6398387967201421e-05 4.0757716700075741e-05 -3.0444581266477288e-06 -3.6572524957705352e-05 5.4719771138219844e-05 -3.6348031097163803e-05 1.6717267747232903e-05 -2.1197106874145297e-05 -7.8904287171485511e-08
leaf_weight=24 21 20 28 32 20 22 36 20 23 24 23 32 21 26 20 22 26 27 20 22 20 25 24 38 20 21 21 33 24 2386
leaf_count=24 21 20 28 32 20 22 36 20 23 24 23 32 21 26 20 22 26 27 20 22 20 25 24 38 20 21 21 33 24 2386
internal_value=0 4.27126e-07 -5.57774e-06 7.94337e-08 2.02589e-07 1.21086e-08 2.64903e-07 -9.30083e-06 -7.89095e-07 1.83089e-05 -1.57081e-06 -3.65009e-06 -4.10605e-07 3.05597e-06 -3.58972e-06 8.90473e-07 -6.36744e-06 -4.05898e-08 -2.13785e-07 -5.4932e-08 -2.44358e-07 -8.0581e-08 -3.0418e-07 -8.24985e-06 3.82247e-06 1.75157e-05 2.79543e-08 -3.68764e-07 -5.94868e-08 1.50229e-07
internal_weight=0 2899 222 2878 2858 2838 2763 75 55 46 194 171 147 126 100 80 48 2717 2681 2661 2639 2619 2592 104 79 59 2488 2464 2443 2419
internal_count=3121 2899 222 2878 2858 2838 2763 75 55 46 194 171 147 126 100 80 48 2717 2681 2661 2639 2619 2592 104 79 59 2488 2464 2443 2419
is_linear=0
shrinkage=0.1


Tree=4695
num_leaves=31
num_cat=0
split_feature=472 1429 130 12 11 3 1429 1429 42 1429 475 484 51 13 150 484 159 157 12 0 0 12 13 158 482 484 2 1455 1454 123
split_gain=6.46154e-07 1.02768e-06 6.23005e-07 1.74815e-06 5.9851e-07 1.53775e-06 1.21365e-06 7.37315e-07 2.62893e-06 9.23539e-07 9.16452e-07 5.98909e-07 6.90814e-06 8.35367e-06 4.19351e-06 2.79235e-06 2.58194e-06 2.42534e-06 1.2904e-06 1.70048e-06 2.18151e-06 1.60319e-06 1.25564e-06 1.21129e-06 1.95972e-06 1.19757e-06 1.15084e-06 1.0756e-06 1.12697e-06 8.84571e-07
threshold=-0.38234499999999999 -0.23587499999999997 -0.23647499999999996 0.23631000000000002 0.097680000000000017 -0.14847999999999997 -0.10379499999999998 -0.07700499999999999 0.084435000000000024 -1.0000000180025095e-35 0.051590000000000004 0.085790000000000019 -0.085604999999999987 -0.061684999999999997 0.10874500000000002 0.073690000000000019 0.014475000000000003 -0.079969999999999986 0.095175000000000023 -0.080689999999999984 -0.085804999999999979 0.087285000000000015 -0.083894999999999983 -0.47356499999999996 0.11191500000000001 0.058970000000000009 0.085515000000000022 -0.037084999999999993 0.10725000000000003 0.11701500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4 8 -8 10 -9 15 13 -13 17 23 -17 -14 19 20 22 -21 26 -11 25 27 -19 -25 29 -29
right_child=1 2 3 -5 5 -7 7 9 -10 11 -12 12 14 -15 -16 16 -18 18 -20 21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-1.6345041270445412e-05 2.1186116630459492e-05 -1.7622822219891532e-05 2.2933596340843235e-05 2.8171468855734105e-05 -2.9560832239360975e-05 7.8670394508489625e-06 -3.5704385591846703e-05 2.8879473856332796e-05 1.160734463274307e-05 2.4345607525901871e-05 -6.9746340159326802e-07 -8.8455648788112744e-05 -2.6704062193775002e-05 -3.8371635063023338e-06 4.4078690751286397e-05 4.9930231965672221e-05 6.4384715001207765e-06 -1.1746180082354841e-05 2.3380858986526548e-05 -1.9513065386230927e-06 3.0168056642604168e-05 -3.7442811953951609e-05 -2.0991627419183112e-05 1.7273616658207579e-05 -2.8800477745486816e-05 -2.3866762023230661e-05 1.9222118777785608e-05 -1.4500132736440902e-07 -2.2669560784875516e-05 1.7426162751156694e-05
leaf_weight=24 23 20 23 22 23 21 24 22 23 20 20 20 33 28 22 21 39 20 26 35 29 20 24 36 24 21 30 2377 22 29
leaf_count=24 23 20 23 22 23 21 24 22 23 20 20 20 33 28 22 21 39 20 26 35 29 20 24 36 24 21 30 2377 22 29
internal_value=0 1.26669e-07 -3.09001e-08 8.43056e-08 -1.19493e-07 -1.16975e-05 5.10001e-08 -1.26504e-07 -1.25518e-05 7.36299e-08 1.47952e-05 -1.41359e-07 -4.47558e-06 -3.90949e-05 2.47725e-06 3.39106e-07 2.16606e-05 -1.74041e-06 2.73677e-06 -6.60363e-07 6.92053e-06 -1.48573e-05 -2.18999e-06 -1.66742e-07 -3.62138e-07 -8.74815e-08 6.8348e-06 1.15183e-07 -1.39226e-07 6.67874e-08
internal_weight=0 3097 3074 3054 3032 44 2988 2965 47 2918 42 2876 287 48 239 2589 60 217 184 158 103 55 74 2529 2509 2485 50 2464 2428 2406
internal_count=3121 3097 3074 3054 3032 44 2988 2965 47 2918 42 2876 287 48 239 2589 60 217 184 158 103 55 74 2529 2509 2485 50 2464 2428 2406
is_linear=0
shrinkage=0.1


Tree=4696
num_leaves=31
num_cat=0
split_feature=1429 156 11 34 12 9 3 2 39 40 1 4 484 13 4 16 475 14 156 43 43 132 1211 43 3 1447 133 43 42 1213
split_gain=6.61239e-07 1.34334e-06 6.0617e-07 6.27914e-07 3.41509e-06 2.30332e-06 5.32063e-06 1.81461e-06 3.75475e-06 1.58904e-06 1.55755e-06 7.52304e-07 1.89362e-06 9.85291e-07 6.89761e-07 1.26805e-06 1.33456e-06 1.09959e-06 3.19155e-06 9.78405e-07 1.39536e-05 1.14946e-05 2.29263e-05 2.66941e-06 1.18813e-05 2.65794e-06 1.0094e-05 3.32991e-06 1.26606e-05 1.29103e-05
threshold=-0.23752499999999996 0.32523500000000005 -0.072629999999999986 -0.057544999999999992 -0.015429999999999998 0.091600000000000015 -0.13309499999999996 -1.0000000180025095e-35 0.085530000000000009 -0.07632499999999999 0.111945 0.51388000000000011 0.090535000000000018 -0.53104499999999988 0.51164000000000009 0.63636000000000015 0.12518500000000002 -0.31455999999999995 -0.14064999999999997 -0.011694999999999999 -0.010739999999999998 -0.083284999999999984 0.086285000000000014 -0.014584999999999999 -0.087429999999999994 -0.086279999999999982 0.086990000000000012 -0.032879999999999993 0.090990000000000015 0.04198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 7 -7 8 -5 10 -4 13 -13 -9 15 16 17 -15 -19 21 -21 -20 23 25 -25 26 -23 -27 29 -29
right_child=1 -3 3 5 -6 6 -8 11 -10 -11 -12 12 -14 14 -16 -17 -18 18 19 20 -22 22 -24 24 -26 27 -28 28 -30 -31
leaf_value=-1.7275553645132194e-05 -1.6976894741154476e-05 2.5955430501198862e-05 -7.9964390909393141e-06 4.6175109542673459e-05 4.267786698206196e-05 1.8476481400284684e-05 -4.81107725909169e-05 1.9096778632282858e-05 -1.0469414502784441e-05 -2.3997156155098273e-05 2.5192285003273499e-05 4.0379440553592489e-06 -3.221668547485024e-05 1.8515973351895809e-05 1.7955706959631762e-05 -2.1409026089713734e-05 2.5717677126522175e-05 -3.8357661833288151e-05 5.5150661202601323e-05 -8.510241594194667e-05 -8.4038662950617707e-07 7.9990584784657891e-06 -0.0001061892330039882 -3.2683966397282509e-05 6.0376725870061343e-05 5.1441727474237777e-07 -7.2571581499094313e-05 3.4880712441268508e-05 9.037684762006393e-05 -6.4298058419981743e-05
leaf_weight=22 21 20 31 25 22 20 30 27 22 23 26 34 25 31 21 28 20 22 39 20 1132 48 20 23 34 1236 23 35 20 21
leaf_count=22 21 20 31 25 22 20 30 27 22 23 26 34 25 31 21 28 20 22 39 20 1132 48 20 23 34 1236 23 35 20 21
internal_value=0 1.22638e-07 -4.51617e-08 7.11125e-08 7.78518e-06 -1.9507e-07 -2.14759e-05 1.71083e-07 1.96607e-05 -1.81031e-06 7.14228e-06 -1.49312e-07 -1.13242e-05 8.61585e-08 -9.89431e-08 -2.36715e-07 -1.90846e-08 -2.09445e-07 -4.26612e-07 -1.11832e-07 -2.30327e-06 1.57231e-06 1.41112e-07 1.61792e-06 2.28259e-05 7.4384e-07 -1.81013e-05 1.76366e-06 2.20803e-05 -2.31133e-06
internal_weight=0 3099 3079 3058 102 2956 50 2906 47 80 57 2859 59 2800 2773 2752 2724 2704 2673 2651 1152 1499 1460 1440 57 1383 71 1312 76 56
internal_count=3121 3099 3079 3058 102 2956 50 2906 47 80 57 2859 59 2800 2773 2752 2724 2704 2673 2651 1152 1499 1460 1440 57 1383 71 1312 76 56
is_linear=0
shrinkage=0.1


Tree=4697
num_leaves=31
num_cat=0
split_feature=132 1185 1203 156 475 1451 42 158 1453 4 483 483 1 121 50 133 0 12 43 43 12 3 13 43 16 43 12 4 42 42
split_gain=7.89444e-07 4.00227e-06 2.1184e-06 7.00904e-07 1.10601e-06 6.28808e-07 1.40122e-06 8.92709e-07 1.87821e-06 3.51194e-06 1.78463e-06 1.73106e-06 9.25243e-07 2.49175e-06 9.20055e-07 5.91778e-06 4.76213e-06 1.44585e-06 3.06483e-06 5.38375e-06 6.46048e-06 1.34143e-05 5.30696e-06 5.97033e-06 2.75329e-06 2.74578e-06 2.40624e-06 6.53366e-06 3.86974e-06 4.40867e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.3248100000000001 0.13528000000000004 0.080125000000000016 0.08623500000000002 0.11245500000000001 -0.044999999999999991 0.056795000000000005 -0.096724999999999992 -0.088009999999999991 0.16540500000000002 -0.094339999999999993 -0.099524999999999988 0.090665000000000009 -0.067094999999999988 0.094580000000000011 -0.080954999999999985 0.055925000000000009 0.10061500000000002 -0.07359499999999998 -0.066634999999999986 0.062770000000000006 -0.074319999999999983 -0.11278499999999998 0.092355000000000007 -0.080924999999999983 -0.010544999999999997 0.096450000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -7 10 -9 -10 -3 -12 13 -13 15 16 -15 26 25 20 21 24 23 -21 -20 -19 -16 -28 -29 -30
right_child=1 3 -4 -5 -6 6 -8 8 9 -11 11 12 -14 14 17 -17 -18 18 19 22 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-2.0361431160915918e-06 4.3937690298619044e-05 2.6802105916431176e-05 -3.1460033226591936e-05 -1.7264208619725769e-05 2.3696393109275961e-05 -4.4984857218821615e-06 2.5583956060775868e-05 1.6557047551725105e-05 -3.735054497155943e-06 -5.3043699581394327e-05 -2.8638495281744066e-05 -3.20585679977133e-05 2.0608471996555721e-05 -4.0411920789059275e-05 1.3396125350255299e-07 5.2119056499577715e-05 2.136031867289253e-05 -6.3452327985857248e-07 -3.8503056213922915e-05 7.3650028634801861e-05 -2.577733886645901e-06 -9.3903323080479008e-05 -1.5273862398465341e-05 6.1496411226950221e-06 -2.0888927825321195e-06 3.0967992839774726e-05 5.106979547885463e-05 -3.8012914983482916e-05 2.1803384963978793e-05 -2.1887284236754568e-05
leaf_weight=194 21 25 28 23 20 32 30 21 52 20 21 24 22 24 1844 24 26 107 33 20 131 29 49 38 56 37 35 20 83 32
leaf_count=194 21 25 28 23 20 32 30 21 52 20 21 24 22 24 1844 24 26 107 33 20 131 29 49 38 56 37 35 20 83 32
internal_value=0 4.40118e-07 -5.74726e-06 1.22728e-07 2.62798e-07 9.74818e-08 1.00575e-05 -1.2521e-07 -9.75698e-06 -1.74319e-05 2.09027e-07 -4.13786e-08 1.86617e-07 1.46102e-08 3.12043e-07 1.13019e-05 -8.29036e-06 -1.14447e-08 -4.82454e-06 -9.80391e-06 -1.78653e-05 -3.48371e-05 8.95577e-06 2.94256e-05 -1.55908e-05 7.48557e-06 1.18346e-06 1.25675e-05 2.5854e-06 9.64598e-06
internal_weight=0 2899 222 2878 2855 2835 62 2773 93 72 2680 2655 2634 2612 2588 74 50 2514 500 356 249 118 107 58 89 144 2014 170 135 115
internal_count=3121 2899 222 2878 2855 2835 62 2773 93 72 2680 2655 2634 2612 2588 74 50 2514 500 356 249 118 107 58 89 144 2014 170 135 115
is_linear=0
shrinkage=0.1


Tree=4698
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 49 3 2 52 472 1429 1429 475 157 16 0 4 1372 2 1419 43 471 156 475 15 1429 474 474 474 3 12
split_gain=6.39452e-07 3.24184e-06 1.7159e-06 6.10725e-07 1.0965e-06 7.6409e-07 1.40478e-06 8.36837e-07 5.87862e-07 1.10389e-06 6.63947e-07 5.9055e-07 5.32933e-06 3.85883e-06 5.47546e-06 4.1199e-06 1.86141e-06 1.24326e-06 6.71305e-07 1.70592e-06 1.60673e-06 1.49695e-06 8.60605e-07 1.8835e-06 8.0438e-07 7.6037e-07 2.38159e-06 2.30636e-06 2.39549e-06 1.75387e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.11242999999999999 0.10084500000000002 -0.073309999999999986 0.089725000000000013 0.087435000000000013 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.085719999999999977 -0.086394999999999986 -0.0087049999999999992 -0.088099999999999984 -0.018869999999999994 -0.065504999999999994 0.099185000000000009 0.086890000000000009 -0.065269999999999981 0.089900000000000022 -0.084629999999999997 0.055635000000000011 -0.052074999999999989 0.094630000000000006 0.08708500000000001 0.084550000000000014 0.089435000000000014 -0.016324999999999996 0.088725000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 -5 -3 -10 -11 12 -12 14 -14 17 -13 -15 20 -20 21 -18 24 -24 25 26 -23 -27 29 -29
right_child=1 8 -4 4 -6 6 -8 -9 9 10 11 16 13 15 -16 -17 18 -19 19 -21 -22 22 23 -25 -26 27 -28 28 -30 -31
leaf_value=1.4716839577886278e-05 3.9543916950822764e-05 -1.5474778138013789e-05 -2.8314029079215937e-05 4.709906540522073e-07 -2.5161972839019396e-05 -1.0887036251006067e-05 2.3562861691783024e-05 -1.8802083010968725e-05 2.3084303635793427e-05 -1.6849055606618767e-05 4.8556689813267441e-05 -2.3401987217606374e-05 7.4648824176454759e-06 -1.6549895335629116e-05 -6.4830193392708681e-05 4.3408281383632969e-05 -2.5822809601033279e-05 9.2576962379098406e-06 -2.8528784510281521e-05 7.7229930320754653e-06 2.7923795382126369e-05 3.7349041347954379e-07 -7.217109186967719e-06 3.566244648113969e-05 -1.613701728426046e-05 2.6912087855635038e-05 -2.4239482748953381e-05 2.6964691418330546e-05 -3.1978806215420261e-05 -1.0523266670740366e-05
leaf_weight=20 21 24 28 71 21 20 29 33 21 23 25 34 22 35 20 26 22 40 27 25 21 2290 20 21 30 42 40 26 20 24
leaf_count=20 21 24 28 71 21 20 29 33 21 23 25 34 22 35 20 26 22 40 27 25 21 2290 20 21 30 42 40 26 20 24
internal_value=0 3.96117e-07 -5.17254e-06 -1.83253e-06 -3.73476e-06 -7.93766e-07 9.50168e-06 -5.6445e-06 1.10466e-07 2.41526e-07 7.22008e-08 2.10702e-07 5.95963e-06 -1.48741e-06 -2.69613e-05 9.10571e-06 -1.54862e-07 -2.78585e-06 1.48207e-07 -1.11e-05 3.77044e-07 1.48846e-07 3.76215e-07 1.47456e-05 1.37888e-07 3.37825e-07 -4.90499e-08 8.38621e-06 -2.72932e-06 8.97047e-06
internal_weight=0 2899 222 194 174 153 49 104 2878 2854 2833 2810 168 143 42 101 2642 75 2608 52 2556 2535 2513 41 2472 2442 2330 112 70 50
internal_count=3121 2899 222 194 174 153 49 104 2878 2854 2833 2810 168 143 42 101 2642 75 2608 52 2556 2535 2513 41 2472 2442 2330 112 70 50
is_linear=0
shrinkage=0.1


Tree=4699
num_leaves=31
num_cat=0
split_feature=1429 1426 1426 1425 132 1203 1185 50 398 4 12 1204 1213 400 4 1213 1213 42 1213 43 1212 1212 402 1209 15 1213 0 1452 1210 3
split_gain=6.92589e-07 1.40215e-06 9.22759e-07 5.61188e-07 5.10155e-07 1.60956e-05 9.57046e-06 3.27285e-06 5.4562e-07 1.1572e-06 1.10771e-06 5.56906e-07 7.60741e-07 8.40057e-07 6.8808e-07 5.33046e-07 1.54002e-06 1.39246e-06 3.06031e-06 1.53466e-06 7.77608e-07 4.66045e-06 4.48336e-06 1.39647e-06 1.1721e-06 8.72686e-07 6.67926e-06 1.18962e-06 1.10898e-06 4.05242e-06
threshold=-0.23752499999999996 -0.089244999999999977 -0.052649999999999995 0.089180000000000009 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.093975000000000017 0.10586000000000002 0.10924000000000002 0.10911500000000002 -0.0030749999999999996 0.086260000000000017 -0.082714999999999983 -0.069999999999999993 -0.24064499999999997 -0.15413999999999997 0.092860000000000012 -0.43370499999999995 -0.00067499999999999993 -0.094469999999999985 -0.089544999999999986 0.2506000000000001 -0.087714999999999987 0.088655000000000025 -0.087049999999999975 -0.086234999999999992 -0.069739999999999983 -0.064799999999999983 -0.083489999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -6 8 9 10 11 12 13 -4 -13 17 -17 18 19 -8 24 -22 23 -23 -18 26 -25 -27 29 -29
right_child=1 2 3 -5 6 -7 15 -9 -10 -11 -12 14 -14 -15 -16 16 20 -19 -20 -21 21 22 -24 25 -26 27 -28 28 -30 -31
leaf_value=-1.7680327356763635e-05 2.528131892838494e-05 -1.7220169502252249e-05 -1.9925450669688874e-05 1.5681592594773976e-05 -6.6056332831398e-05 8.3770546457937758e-05 -1.6625124309636401e-05 -4.1984124375934095e-05 1.4534081120390594e-05 -2.4726969822950195e-05 1.8734804957278229e-05 -2.5947696682351309e-05 1.8452719450579026e-05 9.0582819962037322e-06 -5.8620218782301023e-07 2.5123841316599283e-05 -3.0016389276473393e-05 1.1525967485275552e-05 -4.4588700415181888e-05 2.0881793261651183e-05 4.7324376334602549e-05 2.391075454943348e-05 -4.71384712454892e-05 -2.6722945157989335e-05 3.3944065221259646e-06 -1.9932845179937431e-05 3.7979690831399732e-05 9.5448869914678932e-06 4.8058636990514746e-07 -3.6782550398908959e-05
leaf_weight=22 22 31 20 23 22 23 24 21 22 20 28 20 20 20 23 25 21 28 23 20 21 25 20 27 21 30 39 41 2384 35
leaf_count=22 22 31 20 23 22 23 24 21 22 20 28 20 20 20 23 25 21 28 23 20 21 25 20 27 21 30 39 41 2384 35
internal_value=0 1.2551e-07 -5.435e-08 1.20351e-07 1.95622e-09 4.67334e-06 -3.59302e-07 -4.70416e-06 -1.78848e-07 -2.32245e-06 1.09808e-06 -3.69636e-06 2.52852e-06 -5.43358e-06 -1.23822e-05 1.59855e-07 4.1994e-07 -7.2019e-06 -1.50285e-05 4.23475e-07 1.88109e-07 4.04342e-07 2.55177e-08 3.90988e-07 -1.3311e-05 1.60944e-07 1.15104e-05 -1.39886e-07 1.01491e-07 -1.17901e-05
internal_weight=0 3099 3077 3046 3023 217 2806 194 173 151 131 103 60 40 43 2784 2689 95 67 44 2664 2622 2601 2581 42 2556 66 2490 2460 76
internal_count=3121 3099 3077 3046 3023 217 2806 194 173 151 131 103 60 40 43 2784 2689 95 67 44 2664 2622 2601 2581 42 2556 66 2490 2460 76
is_linear=0
shrinkage=0.1


Tree=4700
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 156 51 1425 0 49 3 2 16 399 1213 1208 1208 1210 2 1210 1212 2 12 12 1210 42 402 401 12 133
split_gain=6.13582e-07 3.69724e-06 2.35467e-06 5.75447e-07 1.32746e-06 5.98719e-07 1.36137e-06 8.10371e-07 5.4026e-07 8.84948e-07 6.20757e-07 1.01587e-06 7.45434e-07 6.15562e-07 8.01272e-07 5.36696e-07 1.25623e-06 9.2047e-07 4.68778e-06 1.23064e-06 8.45305e-07 2.92804e-06 6.70237e-06 6.21331e-06 1.86074e-06 1.37467e-06 1.22991e-06 1.42976e-06 7.36888e-07 4.2124e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.08789000000000001 -0.11242999999999999 0.10084500000000002 -0.073309999999999986 0.089725000000000013 -0.072804999999999981 0.087485000000000021 0.085835000000000009 0.11846000000000001 0.10480500000000002 -0.13847499999999999 0.084885000000000002 -0.090569999999999998 -0.088629999999999987 0.084715000000000013 0.087445000000000009 0.088105000000000003 -0.082214999999999983 0.090690000000000007 0.11522000000000002 0.10872500000000002 0.086420000000000011 0.18829500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -3 5 7 -7 15 -1 10 12 -12 13 -10 -15 16 17 18 -5 -19 21 23 -23 -21 -22 -24 27 28 29 -26
right_child=1 3 -4 4 -6 6 -8 -9 9 -11 11 -13 -14 14 -16 -17 -18 19 -20 20 24 22 25 -25 26 -27 -28 -29 -30 -31
leaf_value=1.4411160937015665e-05 4.2195162634362491e-05 -1.6820427081256639e-05 -3.2175625334015685e-05 5.1195513042330272e-05 2.5873912927636412e-05 7.4748002849186637e-06 -2.7062461474997693e-05 1.8899872769828149e-05 1.4114001698379236e-05 -2.2192898354876976e-05 -8.3598309629451247e-06 2.0935854878063828e-05 -2.0561331186162653e-05 2.8600638567392405e-06 -2.1758842049166563e-05 1.4940579224761073e-05 -2.0781488888917074e-05 -2.3665731739377161e-05 -1.0901831316709098e-05 -6.9724134627904282e-05 2.9430847966564632e-05 5.2542912176466502e-05 3.7556548284975673e-07 1.3273694516868773e-06 -7.6364404784850392e-07 -3.3588627725707322e-05 2.0346520686871374e-05 -2.4312551461965391e-05 1.9516469021006451e-06 -4.7036602154548746e-05
leaf_weight=20 21 20 28 20 20 21 25 23 22 21 20 29 23 39 20 24 29 22 31 20 22 21 26 32 1204 22 30 24 1222 20
leaf_count=20 21 20 28 20 20 21 25 23 22 21 20 29 23 39 20 24 29 22 31 20 22 21 26 32 1204 22 30 24 1222 20
internal_value=0 3.88005e-07 -5.06684e-06 8.29498e-08 2.01238e-07 2.0317e-08 -1.12955e-05 2.06752e-07 -1.15423e-06 -2.94336e-06 -3.01266e-07 8.97843e-06 -4.67343e-06 -1.62053e-07 -5.48533e-06 5.14819e-08 -7.8696e-08 1.42357e-07 1.34501e-05 -1.12312e-07 8.37439e-08 -8.08092e-06 5.42342e-06 -2.60001e-05 4.75466e-07 -1.51914e-05 2.20659e-07 -2.37847e-08 2.14535e-07 -1.51974e-06
internal_weight=0 2899 222 2878 2858 2838 46 2792 194 174 153 49 104 81 59 2769 2745 2716 51 2665 2643 121 69 52 2522 48 2500 2470 2446 1224
internal_count=3121 2899 222 2878 2858 2838 46 2792 194 174 153 49 104 81 59 2769 2745 2716 51 2665 2643 121 69 52 2522 48 2500 2470 2446 1224
is_linear=0
shrinkage=0.1


Tree=4701
num_leaves=31
num_cat=0
split_feature=156 472 132 50 1185 1203 48 131 16 132 42 42 1209 1210 16 1208 133 43 51 13 133 43 1 2 159 16 1 13 2 42
split_gain=6.48494e-07 1.02511e-06 5.07056e-07 1.61223e-05 8.78681e-06 3.55715e-06 5.14906e-07 1.21855e-06 8.77003e-07 1.17091e-06 8.36873e-07 1.17066e-06 4.98147e-07 1.82497e-06 3.61989e-06 7.62079e-07 5.87203e-07 7.52445e-07 3.60624e-06 1.14299e-06 2.71605e-06 2.68317e-06 1.90635e-06 4.54567e-06 1.42976e-06 3.133e-06 2.72794e-06 1.34362e-06 3.39553e-06 1.79618e-06
threshold=0.3248100000000001 -0.097514999999999977 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.086125000000000021 -0.076979999999999979 -0.11118499999999999 -0.26625499999999996 -0.015274999999999999 -0.076394999999999977 0.10272000000000002 -0.00046999999999999993 -0.076354999999999992 0.086590000000000014 -0.50375999999999987 0.084740000000000024 0.081440000000000026 -0.097224999999999992 0.091580000000000009 -0.15323999999999996 0.10684 0.092235000000000025 0.10333000000000002 -0.08595499999999999 0.12500000000000003 -0.093219999999999983 0.085345000000000018 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 7 -3 -9 -10 11 -11 15 -14 -15 16 -6 19 -19 20 21 -18 23 -23 25 26 -24 28 29 -21
right_child=-2 2 4 -5 12 -7 -8 8 9 10 -12 -13 13 14 -16 -17 17 18 -20 27 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.2690707082801965e-05 -1.6729502164272836e-05 2.4103663030091001e-05 -6.3332161847607822e-05 8.7928337078275424e-05 1.0666523438011806e-05 -4.4207765113242204e-05 -1.4050417414843898e-05 1.8024870059889507e-05 -2.5403139906385065e-05 -8.8151914852737122e-06 -1.1091794050643283e-05 2.0960831663556276e-05 2.4513116780629692e-05 -3.696062426115532e-05 2.1821584182775538e-05 -1.8649733332991178e-05 -2.8745600312781198e-05 -1.2987883098280662e-06 -4.648664982596529e-05 -1.8224883258101597e-05 4.0412882993802091e-05 -5.7347503818825569e-07 2.953376125434362e-05 4.9907486936717763e-05 2.1934774841528535e-05 -3.5704472747966068e-05 -1.2771796058197133e-05 4.7301014104500862e-09 -4.6497698018687188e-05 2.364894179990529e-05
leaf_weight=20 23 22 22 21 51 20 22 20 22 23 38 31 36 20 22 22 23 151 20 21 22 44 27 30 22 26 35 2223 22 20
leaf_count=20 23 22 22 21 51 20 22 20 22 23 38 31 36 20 22 22 23 151 20 21 22 44 27 30 22 26 35 2223 22 20
internal_value=0 1.242e-07 -2.24305e-08 4.61501e-06 -3.7766e-07 -4.22125e-06 2.71618e-07 2.29139e-06 -1.28973e-06 -4.67825e-06 2.77698e-07 8.27845e-06 1.10532e-07 7.99147e-06 -6.16994e-06 -1.12271e-07 3.67331e-08 -1.65098e-07 -6.58392e-06 2.7133e-07 7.00687e-06 3.45648e-06 7.48173e-06 1.98918e-05 -8.66841e-07 -6.56725e-06 5.65159e-06 -4.03402e-07 -1.48047e-05 2.20137e-06
internal_weight=0 3098 3078 219 2859 198 178 156 134 114 92 54 2837 78 42 2759 2737 2686 171 2515 229 207 184 74 110 88 62 2286 63 41
internal_count=3121 3098 3078 219 2859 198 178 156 134 114 92 54 2837 78 42 2759 2737 2686 171 2515 229 207 184 74 110 88 62 2286 63 41
is_linear=0
shrinkage=0.1


Tree=4702
num_leaves=31
num_cat=0
split_feature=132 1185 1203 472 1429 1425 44 47 47 47 148 447 155 9 9 13 43 43 2 1209 2 133 133 16 3 3 16 43 12 14
split_gain=5.94373e-07 4.08168e-06 1.47881e-06 5.48221e-07 1.18533e-06 7.15209e-07 5.09781e-07 6.07301e-07 4.36442e-06 1.91159e-06 9.71701e-07 1.55121e-06 7.83073e-07 7.52072e-07 3.88897e-06 1.41377e-06 7.83283e-07 3.19398e-06 5.33366e-06 4.42466e-06 3.90154e-06 2.71168e-06 5.39884e-06 2.28959e-06 6.3031e-06 7.08596e-06 3.94887e-06 5.82901e-06 4.15855e-06 3.84444e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.38234499999999999 -0.23587499999999997 0.10129000000000002 0.094585000000000016 0.092165000000000011 0.096475000000000019 0.089785000000000018 -0.10069499999999999 0.094580000000000011 0.13131500000000004 0.092235000000000011 0.086220000000000005 -0.0021749999999999994 -0.0082299999999999995 -0.0047449999999999992 0.086375000000000021 -0.069599999999999981 0.084515000000000021 -0.14717499999999997 -0.095184999999999978 -0.15241499999999997 -0.10519499999999998 -0.034684999999999994 -0.095094999999999985 0.064745000000000011 -0.010834999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 7 9 -9 10 -6 12 13 14 16 -15 21 18 20 -19 -18 -12 -23 24 -21 -26 27 -25 -28 -30
right_child=1 3 -4 4 5 -7 -8 8 -10 -11 11 -13 -14 15 -16 -17 17 19 -20 23 -22 22 -24 26 25 -27 28 -29 29 -31
leaf_value=-1.8862172177269367e-06 4.4308857810565754e-05 -1.4989239358934962e-05 -2.6470198242480238e-05 2.3858310114952649e-05 1.7549359921531504e-05 -1.7549879050974319e-05 1.1660069358305537e-05 -3.9175861081730547e-05 9.2726313225136199e-08 3.053533188600947e-05 -2.7878939747625416e-05 -2.3826538278660372e-05 1.8639961870022768e-05 4.3293787050722381e-06 4.4245023091207265e-05 -3.2406242935394404e-05 -9.9344828049652273e-06 3.8469558317696546e-05 1.2850299902277553e-05 1.8315111535937631e-05 -6.868279065551738e-05 5.3607024256052682e-05 1.2825768921914613e-06 5.4510763579784795e-05 -7.9968195750552694e-05 -1.3885457923775945e-05 -3.617402840866228e-05 -1.3184347451695227e-06 4.1841732304636115e-05 -1.8520079612819838e-06
leaf_weight=194 21 24 28 21 32 23 38 32 245 21 31 27 23 22 20 20 20 28 27 45 26 20 1405 32 20 86 34 45 21 490
leaf_count=194 21 24 28 21 32 23 38 32 245 21 31 27 23 22 20 20 20 28 27 45 26 20 1405 32 20 86 34 45 21 490
internal_value=0 3.81882e-07 -4.9869e-06 6.13583e-08 1.87923e-07 1.24625e-08 1.56211e-07 -1.48957e-09 -4.44372e-06 4.91696e-07 2.36677e-07 9.81123e-09 2.76305e-07 9.9731e-08 3.36781e-07 -1.31638e-05 -4.01139e-08 -2.40661e-06 -2.24313e-05 -5.81642e-07 -4.314e-05 1.38044e-06 2.01696e-06 -1.99617e-06 -1.30419e-05 -2.63539e-05 6.85354e-07 2.18833e-05 -2.30959e-06 -5.63748e-08
internal_weight=0 2899 222 2878 2854 2833 2810 2772 277 2495 2474 2442 2415 2392 2350 42 2330 874 73 801 46 1456 1425 773 151 106 622 77 545 511
internal_count=3121 2899 222 2878 2854 2833 2810 2772 277 2495 2474 2442 2415 2392 2350 42 2330 874 73 801 46 1456 1425 773 151 106 622 77 545 511
is_linear=0
shrinkage=0.1


Tree=4703
num_leaves=31
num_cat=0
split_feature=1429 156 390 12 1204 1186 130 132 394 1185 50 52 2 2 15 1185 1212 394 393 43 43 4 13 52 0 16 16 1 49 2
split_gain=5.87664e-07 1.37638e-06 5.52109e-07 1.94114e-06 6.37862e-07 9.18213e-07 4.41294e-06 2.18614e-06 2.49694e-05 1.60597e-05 1.10355e-06 8.69681e-07 9.58628e-07 8.50877e-07 8.93528e-07 7.64977e-07 1.81524e-06 9.7019e-07 1.2331e-06 1.03499e-06 2.20432e-06 3.52803e-06 1.11726e-06 2.70149e-06 1.70909e-06 4.59325e-06 2.32449e-06 2.22609e-06 1.97238e-06 1.40187e-06
threshold=-0.23752499999999996 0.32523500000000005 0.087590000000000015 0.088485000000000022 0.053645000000000005 0.057025000000000006 -0.011824999999999999 -0.083284999999999984 0.0041850000000000004 -0.083264999999999992 0.09227500000000001 0.08568000000000002 0.089320000000000024 0.085345000000000018 -0.045854999999999993 0.085905000000000009 0.085650000000000018 -0.079154999999999989 0.09389500000000002 0.13895500000000002 0.084740000000000024 0.0049200000000000008 -0.097224999999999992 0.11434500000000002 -0.075934999999999989 -0.074319999999999983 -0.25582999999999995 0.12500000000000003 -0.065034999999999996 0.095545000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 8 10 -9 11 13 -13 -2 -15 17 -17 -11 19 20 22 -22 23 24 26 -26 27 -19 -28 -30
right_child=1 -3 3 -5 -6 6 -8 9 -10 15 -12 12 -14 14 -16 16 -18 18 -20 -21 21 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-1.6286109166685494e-05 2.4028764492749875e-05 2.6264161278959363e-05 -1.0139781579709961e-05 2.9298773069268258e-05 1.536941137881233e-05 4.6130508789329651e-06 -4.6778392288615578e-05 -9.0052553105124389e-05 0.00011593655421165751 -1.6640213556545152e-05 -2.1935919634415768e-05 -1.9836222668345728e-05 6.2984767646412377e-06 1.2365333162354849e-05 -1.3832620725620275e-05 -4.7513114063454292e-06 3.5320996375958201e-05 8.2349505932402937e-06 2.4623825402159129e-05 9.0610253863839318e-06 -4.3434098018136161e-05 -1.2495720726623073e-06 -8.5748970830854232e-07 3.2053734207043557e-05 2.1558170768306206e-05 -3.9851427064949629e-05 -5.6136913844966334e-06 -3.1306958344619788e-05 9.7320359491277495e-06 4.0736590392823156e-05
leaf_weight=22 23 20 24 26 26 55 24 20 20 36 25 32 25 30 23 26 20 35 20 113 31 55 2196 35 21 29 25 24 25 35
leaf_count=22 23 20 24 26 26 55 24 20 20 36 25 32 25 30 23 26 20 35 20 113 31 55 2196 35 21 29 25 24 25 35
internal_value=0 1.15611e-07 -5.42395e-08 1.03683e-05 -2.26285e-07 -3.61312e-07 -1.09995e-05 -7.38912e-08 1.06658e-05 -7.70053e-07 -2.65964e-06 9.63715e-07 -8.37364e-06 7.96673e-06 9.9641e-07 -1.15009e-07 1.26714e-05 -3.34478e-07 -1.12463e-07 -3.01002e-07 -7.22312e-07 -1.64556e-05 -1.64347e-07 6.48256e-06 1.8692e-06 -1.40594e-05 7.39997e-06 -7.84989e-06 1.79852e-05 2.7818e-05
internal_weight=0 3099 3079 50 3029 3003 79 2924 178 2746 158 133 57 76 53 2726 46 2680 2644 2624 2511 86 2425 229 194 50 144 59 85 60
internal_count=3121 3099 3079 50 3029 3003 79 2924 178 2746 158 133 57 76 53 2726 46 2680 2644 2624 2511 86 2425 229 194 50 144 59 85 60
is_linear=0
shrinkage=0.1


Tree=4704
num_leaves=31
num_cat=0
split_feature=132 1185 15 1204 0 15 2 13 132 0 394 390 129 1210 403 4 133 3 49 129 41 4 33 15 40 120 133 13 13 42
split_gain=6.53874e-07 4.79284e-06 1.41676e-06 1.10435e-06 2.46036e-06 2.10591e-06 1.018e-06 1.34754e-06 1.15157e-06 7.72583e-07 5.96222e-07 1.82498e-06 6.1455e-07 2.19589e-06 1.32356e-06 2.42866e-06 2.61935e-06 1.86554e-06 2.79395e-06 1.59194e-06 1.28914e-06 2.48506e-06 1.58757e-06 1.24776e-06 9.41119e-07 1.48768e-06 8.45161e-07 2.15968e-06 2.75029e-06 1.36885e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 -0.082274999999999987 -0.084804999999999978 0.084510000000000016 0.10497000000000002 0.056795000000000005 -0.26625499999999996 -0.087414999999999979 -0.11103499999999998 0.090020000000000017 0.083780000000000007 -0.0097899999999999984 -0.081224999999999992 -0.016304999999999997 -0.0077049999999999992 -0.094874999999999987 0.088930000000000009 0.091700000000000018 0.088520000000000015 0.0061450000000000003 -0.0066799999999999993 0.084050000000000014 -0.24290999999999999 0.090440000000000006 -0.14757499999999998 -0.010094999999999998 -0.039649999999999998 0.089245000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 9 6 7 8 -5 -1 -3 12 20 -14 23 16 19 -17 -19 -16 22 -22 -12 -15 -24 26 27 28 29 -26
right_child=1 10 -4 5 -6 -7 -8 -9 -10 -11 11 -13 13 14 15 17 -18 18 -20 -21 21 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.1381951262592338e-05 4.8000682779404875e-05 1.2333517610712964e-05 -2.7655678277369588e-05 -3.708652638167786e-05 -3.926972295907352e-05 2.795590425429745e-05 1.1535564085680827e-05 1.0847831094906724e-05 -5.8635123423300683e-06 1.431254139044375e-05 2.3675801341076814e-05 -2.8169720399487034e-05 3.5877395185664122e-05 5.3726175883639377e-06 -1.0996287641444661e-05 1.6748841727139035e-05 4.0756917701401112e-05 1.6931796110568668e-06 -4.269020928009211e-05 2.5676834429759765e-05 -4.3588809112407042e-05 8.345214690266671e-07 -2.187416273955023e-05 -2.8138278896221893e-05 -3.1048167965559842e-06 2.5794085310983725e-05 -8.0865102493365105e-07 -2.0136764279641285e-05 4.4188990035432987e-05 2.0145873851049604e-05
leaf_weight=25 21 39 25 21 23 27 31 21 27 22 28 23 21 20 29 26 32 37 23 20 20 34 20 25 69 22 2303 25 22 40
leaf_count=25 21 39 25 21 23 27 31 21 27 22 28 23 21 20 29 26 32 37 23 20 20 34 20 25 69 22 2303 25 22 40
internal_value=0 4.00542e-07 -5.23056e-06 -2.38473e-06 -1.24697e-05 3.17389e-06 -3.51725e-06 -1.02801e-05 -1.95236e-05 6.45258e-07 5.32166e-08 -1.15481e-07 1.13655e-07 5.03231e-06 1.9769e-06 6.07849e-06 1.85045e-05 -5.62508e-06 -1.53205e-05 3.97233e-06 -3.30033e-07 -1.56186e-05 -3.58758e-09 -1.32445e-05 -2.68691e-07 -9.45232e-08 -3.26142e-07 6.79706e-06 1.19371e-05 5.42755e-06
internal_weight=0 2899 222 197 70 127 100 69 48 47 2878 2839 2816 233 212 167 81 86 60 49 2583 54 2529 45 2501 2481 2459 156 131 109
internal_count=3121 2899 222 197 70 127 100 69 48 47 2878 2839 2816 233 212 167 81 86 60 49 2583 54 2529 45 2501 2481 2459 156 131 109
is_linear=0
shrinkage=0.1


Tree=4705
num_leaves=31
num_cat=0
split_feature=156 472 1186 132 13 13 16 130 42 9 33 12 9 15 46 147 1348 447 2 15 150 456 0 45 47 48 131 52 13 16
split_gain=5.81376e-07 8.53953e-07 5.44028e-07 1.55892e-05 2.07213e-05 2.38037e-06 6.46323e-07 5.6408e-07 1.13305e-06 6.97726e-07 2.36899e-06 1.32913e-06 8.96842e-07 7.28538e-07 6.20511e-07 9.73383e-07 1.90537e-06 1.02787e-06 1.2197e-06 7.35951e-07 6.83782e-07 2.68922e-06 1.0457e-06 1.05736e-06 9.97749e-07 1.71606e-06 9.21353e-07 8.60796e-07 2.88881e-06 4.2091e-06
threshold=0.3248100000000001 -0.097514999999999977 1.0000000180025095e-35 -0.083284999999999984 -0.01163 -0.0051199999999999987 -0.0060749999999999997 -0.22699999999999995 0.15432000000000004 0.092410000000000006 -0.012019999999999998 -0.010834999999999999 0.085555000000000006 -0.56020999999999987 -0.043074999999999995 0.097985000000000017 0.089175000000000018 0.089395000000000016 0.094095000000000012 0.17980000000000004 0.12026500000000001 -0.085409999999999986 -0.24955499999999997 0.094030000000000016 0.13283000000000003 0.12474000000000002 0.13767000000000004 0.091275000000000009 -0.28558999999999996 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 -5 -6 -7 -3 9 10 -9 -11 13 -12 -15 16 17 19 -19 20 22 -22 -16 24 25 26 27 -24 -29 -30
right_child=-2 2 3 4 5 6 -8 8 -10 11 12 -13 -14 14 15 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=2.071420718493755e-05 -1.5840108370985431e-05 -1.6236840685285809e-05 7.8670360077381937e-05 -9.664456083659058e-05 3.9004137390293188e-05 -1.016885529679712e-05 1.2805711080924689e-05 -3.4008572575181634e-05 2.1033655517385341e-05 3.0450468208679623e-05 -1.9479547020182509e-05 -3.3744169146442664e-06 1.8951482616103021e-05 1.7225374964482398e-05 1.9041329005631271e-05 -1.7792079091805135e-05 2.975643427427193e-05 -3.385540039744228e-05 1.0688552902138327e-06 1.5599961850433642e-05 1.7187509053785886e-05 -2.7841204824754742e-05 9.4176409140915471e-07 -2.2217852289362452e-05 -1.7216436917271283e-05 2.1705790456710222e-05 -2.0206866389818737e-05 3.2945873482233203e-05 -3.1193837324743402e-06 -4.8754553530930674e-05
leaf_weight=20 23 22 24 22 25 25 24 21 25 21 20 26 24 20 28 32 21 20 20 29 21 36 1877 22 34 36 23 21 538 21
leaf_count=20 23 22 24 22 25 25 24 21 25 21 20 26 24 20 28 32 21 20 20 29 21 36 1877 22 34 36 23 21 538 21
internal_value=0 1.17604e-07 -1.62271e-08 6.5844e-06 -1.14371e-05 1.38949e-05 1.08399e-06 -2.84001e-07 -1.64463e-07 -3.46515e-07 -5.44843e-07 1.17388e-05 -2.97661e-07 -4.61542e-07 -3.2565e-07 -4.51962e-07 -2.49966e-07 -4.81123e-07 -1.63933e-05 -2.44159e-07 -4.1709e-07 -1.12517e-05 -1.79563e-07 -3.8881e-07 -2.00482e-07 2.94638e-08 -2.85193e-07 -9.87055e-08 -3.46588e-06 -4.83376e-06
internal_weight=0 3098 3078 120 96 74 49 2958 2936 2911 2864 47 2843 2819 2799 2779 2747 2726 40 2686 2657 57 2600 2572 2550 2516 2480 2457 580 559
internal_count=3121 3098 3078 120 96 74 49 2958 2936 2911 2864 47 2843 2819 2799 2779 2747 2726 40 2686 2657 57 2600 2572 2550 2516 2480 2457 580 559
is_linear=0
shrinkage=0.1


Tree=4706
num_leaves=31
num_cat=0
split_feature=132 1185 393 50 133 16 16 403 12 1186 390 1213 1213 42 1213 401 133 43 133 1210 13 43 1212 1213 42 42 402 0 12 13
split_gain=7.06499e-07 3.80373e-06 1.55191e-06 8.67946e-07 8.22354e-07 1.38312e-06 1.00212e-06 8.67098e-07 1.57348e-06 7.63181e-07 7.14149e-07 5.96644e-07 1.33063e-06 1.24488e-06 2.33885e-06 7.21703e-07 2.74968e-06 2.67174e-06 1.64179e-06 1.28533e-06 4.12828e-06 1.00308e-06 6.38002e-06 3.61026e-06 1.25653e-05 2.90049e-05 4.35091e-06 2.99977e-06 2.10522e-06 3.38375e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.10483000000000002 0.09227500000000001 -0.14717499999999997 -0.095094999999999985 -0.014754999999999999 -0.08989999999999998 0.087145000000000014 0.089315000000000019 0.088485000000000008 -0.24064499999999997 -0.15413999999999997 0.092860000000000012 -0.43370499999999995 -0.13200999999999999 0.51314000000000015 0.05259500000000001 0.51114000000000004 0.0028200000000000005 -0.061684999999999997 0.0034250000000000005 -0.064959999999999976 -0.085284999999999986 0.087505000000000013 0.086325000000000013 0.13775000000000001 -0.13843999999999998 0.095175000000000023 -0.055129999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 -6 -9 10 11 13 -13 14 -3 16 -14 -18 19 21 -21 23 -23 24 25 -17 -25 -24 -29 -30
right_child=1 9 -4 -5 7 6 -8 8 -10 -11 -12 12 15 -15 -16 18 17 -19 -20 20 -22 22 27 26 -26 -27 -28 28 29 -31
leaf_value=-1.1100206065748353e-05 4.2821295444030388e-05 -1.3161984477450554e-06 -2.7006293065165541e-05 -1.882397599628247e-05 9.0341359922334691e-06 3.1908286458929067e-05 3.8675736548681854e-06 -3.3226439573690696e-05 -4.0126404201146214e-07 1.3823466731537336e-05 -1.8916118569904939e-05 2.3274673047126273e-05 3.667686469270848e-05 9.4462403077549038e-06 -4.2093891401732855e-05 -5.2034914215955026e-06 2.0934580113264798e-05 -2.8399801953049104e-05 -2.0802055829144115e-05 5.1398367349975164e-05 -6.1788088618358774e-06 -5.3930471876810779e-05 -3.1831037142245775e-05 2.9499861169454571e-07 -3.7412729789838736e-05 0.00014056698713656738 -3.8057635125975743e-05 -3.3124920834132956e-06 3.8903921137846612e-05 -5.0684533302306333e-06
leaf_weight=25 21 39 29 27 27 25 26 23 40 40 20 25 25 28 22 39 21 23 38 20 33 25 29 2110 26 21 30 194 35 35
leaf_count=25 21 39 29 27 27 25 26 23 40 40 20 25 25 28 22 39 21 23 38 20 33 25 29 2110 26 21 30 194 35 35
internal_value=0 4.16344e-07 -5.43697e-06 -2.19599e-06 5.08566e-07 8.16788e-06 1.7613e-05 -5.9593e-06 -1.23851e-05 1.06927e-07 -8.64002e-08 4.72387e-08 3.10011e-07 -8.01014e-06 -1.60229e-05 9.76903e-08 1.01935e-05 -4.85385e-06 -1.66678e-07 1.35264e-07 1.55484e-05 -1.85844e-07 -5.43945e-06 5.64671e-07 2.06539e-05 4.58162e-05 -2.42655e-07 -1.30199e-06 2.05158e-06 1.69177e-05
internal_weight=0 2899 222 193 166 76 51 90 63 2878 2838 2818 2729 89 61 2704 69 44 2635 2597 53 2544 318 2226 86 60 2140 293 264 70
internal_count=3121 2899 222 193 166 76 51 90 63 2878 2838 2818 2729 89 61 2704 69 44 2635 2597 53 2544 318 2226 86 60 2140 293 264 70
is_linear=0
shrinkage=0.1


Tree=4707
num_leaves=31
num_cat=0
split_feature=132 394 1203 1176 129 394 130 403 401 401 401 1186 133 133 1371 1447 402 1447 480 1375 133 133 483 4 133 42 0 0 3 0
split_gain=5.72679e-07 2.91104e-06 2.48002e-06 9.25744e-07 8.19445e-07 6.52255e-07 1.17836e-06 7.49293e-07 1.21857e-06 8.16708e-07 7.83953e-07 7.83831e-07 6.72745e-07 6.94355e-06 8.1784e-06 2.33761e-06 7.8693e-06 5.32102e-06 6.0325e-06 2.22143e-06 1.88524e-06 2.8311e-06 2.20385e-06 2.78448e-06 3.65071e-06 2.00124e-06 2.5583e-06 3.94581e-06 7.36786e-06 5.04436e-06
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.086510000000000017 -0.08341999999999998 -0.088774999999999979 -0.0091299999999999975 0.62200000000000011 0.13607500000000003 0.11857000000000002 0.11249500000000001 0.021560000000000003 0.085760000000000017 0.086085000000000009 0.083235000000000017 -0.086279999999999982 0.10874500000000002 -0.070404999999999981 0.10272000000000002 -0.085004999999999983 0.086910000000000015 0.087435000000000013 1.0000000180025095e-35 -0.016959999999999999 0.090665000000000009 -0.16797499999999996 -0.092089999999999991 -0.086934999999999985 -0.081574999999999995 -0.083389999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 -6 8 9 10 11 12 -7 -14 15 -15 17 -17 19 -19 -21 -22 25 -24 -25 -23 -27 28 -28 -29
right_child=1 -3 -4 -5 5 7 -8 -9 -10 -11 -12 -13 13 14 -16 16 -18 18 -20 20 21 22 23 24 -26 26 27 29 -30 -31
leaf_value=-1.5448414860448258e-06 2.0099344474147075e-05 3.6607199167933275e-05 -3.8511617867698083e-05 1.9650858934028293e-05 -2.8932025435841008e-05 -1.3644059527581618e-06 7.6979244287191679e-07 -1.6576214100630886e-05 2.4160843895515428e-05 -1.7326279604040557e-05 1.7778581095626578e-05 1.3541825009204851e-05 5.5070020691042981e-05 -2.629830836277896e-05 -5.9649631062215624e-05 -3.9783455631550171e-05 6.5040179979405376e-05 3.2251315259718864e-05 5.6005452859694958e-05 -2.2303987294863502e-05 2.9117577515888924e-05 -2.4518226036189638e-05 8.770791566803382e-06 -5.0014484503435601e-05 2.9030279454838655e-06 1.9698418850037892e-05 -6.8752259492364169e-05 3.6874796757859132e-05 1.0596184321912007e-05 2.7398555925334064e-07
leaf_weight=196 20 22 20 24 22 1752 34 27 21 27 25 42 24 28 22 30 20 23 21 34 36 26 32 32 22 86 22 42 25 364
leaf_count=196 20 22 20 24 22 1752 34 27 21 27 25 42 24 28 22 30 20 23 21 34 36 26 32 32 22 86 22 42 25 364
internal_value=0 3.69377e-07 -4.96769e-06 9.28484e-08 -7.13322e-08 -2.13429e-07 -1.08988e-05 1.58316e-09 1.63993e-07 -2.02611e-08 1.52288e-07 -1.19527e-08 -2.27499e-07 2.01306e-06 5.40963e-07 2.11177e-06 3.08783e-06 1.52928e-06 3.14938e-06 1.65748e-06 6.8153e-07 1.8191e-06 3.09502e-07 -1.46039e-05 -2.84555e-05 2.5795e-06 3.88663e-06 8.84828e-07 -2.65456e-05 4.06028e-06
internal_weight=0 2905 216 2883 2859 2839 56 2783 2756 2735 2708 2683 2641 889 865 843 815 795 765 744 721 687 651 86 54 565 539 453 47 406
internal_count=3121 2905 216 2883 2859 2839 56 2783 2756 2735 2708 2683 2641 889 865 843 815 795 765 744 721 687 651 86 54 565 539 453 47 406
is_linear=0
shrinkage=0.1


Tree=4708
num_leaves=31
num_cat=0
split_feature=401 401 43 1209 132 1185 15 1186 394 1184 394 1176 1186 1212 2 52 1212 393 129 131 2 132 129 3 3 41 42 33 402 401
split_gain=5.57333e-07 8.42388e-07 2.27611e-06 1.40408e-06 6.01551e-07 2.7528e-06 1.44767e-06 1.55917e-06 6.57331e-07 1.8532e-06 6.71562e-07 1.72336e-06 7.92159e-07 7.07447e-07 7.89555e-06 1.01985e-05 4.1733e-06 7.64042e-07 9.87794e-07 1.87705e-06 9.64703e-07 9.26884e-07 9.22457e-07 3.08012e-06 3.46024e-06 1.041e-06 2.43633e-06 1.56475e-06 1.20069e-06 1.12126e-06
threshold=0.13837000000000002 0.11769000000000002 -0.0098449999999999979 -0.093169999999999989 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.11103499999999998 0.088760000000000019 -0.09139499999999999 1.0000000180025095e-35 0.021560000000000003 -0.089544999999999986 0.084715000000000013 0.087435000000000013 -0.083344999999999989 -0.087924999999999989 0.10532000000000001 0.13612500000000002 0.10005000000000001 0.13831000000000002 0.085395000000000013 -0.094874999999999987 -0.090569999999999984 0.088520000000000015 0.10024000000000001 -0.0066799999999999993 0.11462500000000002 0.10076500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 7 -5 -7 10 -10 12 13 14 -12 -16 -15 -18 19 21 -20 22 25 -24 -25 27 -27 -19 29 -29
right_child=-2 2 -4 4 5 8 -8 -9 9 -11 11 -13 -14 16 15 -17 17 18 20 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-2.6520459841776755e-05 -1.6236099257921091e-05 2.9622186312394663e-05 -1.16197685399485e-05 7.1643317979142228e-07 3.6522431357644523e-05 1.3243024737544387e-05 -3.0664027171951602e-05 -2.813816900881994e-05 1.7237743397503357e-05 -3.0329005248859179e-05 -2.3765476883429962e-05 -2.845785519249538e-05 1.3926569091554919e-05 -4.5700270929955878e-05 9.0820581071966451e-05 -1.0167019336222439e-05 1.7554378951899708e-05 2.3561093413653518e-05 -3.1133290912066512e-05 2.6460207138572717e-05 -7.361874850175809e-08 -2.0484770332338732e-05 3.8375554893516692e-05 -3.5320202559454453e-05 1.3348238055262604e-05 -4.0636016638018195e-05 2.685167245384518e-06 -2.1482202407999704e-07 2.4168123054550961e-05 -2.2408769750061607e-05
leaf_weight=20 21 32 23 173 21 38 20 21 23 20 37 21 42 20 20 20 25 28 20 27 20 22 27 21 48 21 34 2213 20 23
leaf_count=20 21 32 23 173 21 38 20 21 23 20 37 21 42 20 20 20 25 28 20 27 20 22 27 21 48 21 34 2213 20 23
internal_value=0 1.0999e-07 1.23756e-05 -1.11556e-07 6.30485e-08 4.52138e-07 -5.04785e-06 -2.407e-06 1.80641e-07 2.74258e-10 2.22304e-07 7.78393e-08 3.00774e-07 8.4492e-08 9.5292e-06 4.03268e-05 -1.98592e-07 1.58424e-07 -1.38815e-08 2.37158e-07 -1.56035e-05 -5.1007e-08 1.3361e-07 9.74095e-06 -1.4639e-06 -2.60706e-07 -1.38556e-05 6.66682e-08 -2.24929e-07 -4.43114e-07
internal_weight=0 3100 55 3045 3025 2811 214 194 2790 2752 2732 2709 2688 2646 77 40 2569 2549 2524 2484 40 2457 2435 96 69 2339 55 2284 2256 2236
internal_count=3121 3100 55 3045 3025 2811 214 194 2790 2752 2732 2709 2688 2646 77 40 2569 2549 2524 2484 40 2457 2435 96 69 2339 55 2284 2256 2236
is_linear=0
shrinkage=0.1


Tree=4709
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 130 129 391 394 394 1186 1429 474 11 13 130 4 12 130 130 2 130 130 42 129 11 33 130 130 42 1213
split_gain=6.24579e-07 1.71709e-05 9.83364e-06 3.26549e-06 7.96903e-07 5.59912e-07 6.29478e-07 5.69611e-07 2.4996e-06 8.68845e-07 5.44205e-07 1.2308e-06 5.38284e-07 5.95035e-07 7.217e-06 2.8232e-06 2.39654e-06 8.967e-07 1.40374e-06 1.05612e-06 8.71671e-07 1.98978e-06 2.48289e-06 1.14553e-06 1.22276e-06 2.03846e-06 9.59596e-07 1.42184e-06 1.09319e-06 9.87831e-07
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.014104999999999998 -0.078929999999999986 -0.085594999999999991 -0.11103499999999998 -0.089309999999999987 -0.086839999999999987 0.12521000000000002 -0.45463999999999999 0.10600000000000001 0.24813000000000004 -0.23123999999999997 0.62931500000000018 0.10589000000000003 0.10250500000000003 0.096625000000000003 0.094095000000000012 0.091705000000000023 0.089120000000000019 -0.14609499999999997 0.099425000000000013 -0.011194999999999998 -0.009184999999999997 0.085235000000000019 0.0029050000000000005 -0.094469999999999985 -0.24064499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 -4 -7 -9 -10 11 -11 13 14 -13 17 -15 18 20 -19 21 22 -16 24 -24 -26 27 28 -27 -30
right_child=2 -3 5 -5 -6 7 -8 8 9 10 -12 12 -14 16 15 -17 -18 19 -20 -21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-1.2953549109321709e-05 -6.699154896936802e-05 9.1129533390293157e-05 -9.7403199106338434e-07 -4.228161505125172e-05 3.7042410246037102e-06 1.2630907147987664e-05 2.3814887594566936e-05 -3.2339534557953203e-05 1.5727939546975123e-05 -2.4364432222985975e-05 1.6307463897646813e-05 5.9889510503126075e-05 1.4848330833198512e-05 3.2332980708815741e-06 3.0788900431406754e-05 -2.8621425891677586e-05 -3.6624163145792083e-05 -5.9363808031775995e-06 -2.0192744180219183e-05 2.2724149332336513e-05 1.6118938517386348e-05 -2.7759200009733412e-05 2.3422426023568155e-05 -2.0389209891748449e-05 -2.810773560038517e-05 1.933223457101498e-05 1.6725617024349051e-05 -2.6099381925416225e-05 -1.1413605582339714e-05 1.8757300907785139e-07
leaf_weight=36 22 21 20 20 142 35 21 24 35 21 20 20 24 48 26 35 22 20 35 36 33 26 22 28 26 29 34 21 76 2143
leaf_count=36 22 21 20 20 142 35 21 24 35 21 20 20 24 48 26 35 22 20 35 36 33 26 22 28 26 29 34 21 76 2143
internal_value=0 5.1496e-06 -3.88617e-07 -3.96948e-06 3.3525e-07 1.20155e-07 1.17227e-05 -4.74058e-08 -2.05659e-07 7.17561e-08 -1.27867e-07 -2.48494e-07 -6.12027e-08 -1.94721e-07 4.93032e-08 -4.12783e-07 -9.29333e-06 -2.63636e-08 -3.06803e-07 1.24882e-05 -2.43323e-08 -2.43472e-07 5.39956e-08 -2.81905e-07 -4.24305e-08 -2.64082e-07 5.02621e-08 -1.99611e-07 4.23353e-08 -2.09763e-07
internal_weight=0 219 2902 198 178 2880 41 2839 2804 2780 2745 2725 2704 2680 2610 2590 70 2555 2499 56 2464 2431 2405 2379 2351 2329 2303 2269 2248 2219
internal_count=3121 219 2902 198 178 2880 41 2839 2804 2780 2745 2725 2704 2680 2610 2590 70 2555 2499 56 2464 2431 2405 2379 2351 2329 2303 2269 2248 2219
is_linear=0
shrinkage=0.1


Tree=4710
num_leaves=31
num_cat=0
split_feature=130 12 11 34 12 33 40 9 39 133 132 50 399 1203 13 0 130 16 393 1176 44 158 16 13 484 475 150 151 2 51
split_gain=7.09672e-07 1.49685e-06 5.72031e-07 5.76688e-07 3.32654e-06 2.45643e-06 1.21556e-06 1.68155e-06 6.31788e-07 1.13922e-06 9.40554e-07 1.4967e-05 8.2217e-06 3.72906e-06 1.42486e-06 9.73206e-07 2.2766e-06 1.2397e-06 9.63646e-07 7.86532e-07 6.75287e-07 2.41921e-06 6.34137e-07 7.25784e-07 6.21492e-07 6.10773e-06 4.2385e-06 2.67071e-06 2.14578e-06 3.91796e-06
threshold=-0.23647499999999996 0.23631000000000002 -0.072629999999999986 -0.057544999999999992 -0.015429999999999998 -1.0000000180025095e-35 -0.07632499999999999 -0.08619499999999998 -0.020804999999999994 -0.082724999999999979 -0.083284999999999984 0.10022000000000002 0.091580000000000009 0.089480000000000018 0.056795000000000005 -0.073309999999999986 0.09364500000000002 -0.081299999999999983 0.10585500000000002 0.086510000000000017 0.099360000000000018 -0.47356499999999996 -0.090764999999999985 -0.0093149999999999986 0.086135000000000017 -0.085684999999999997 0.10699000000000002 -0.52488999999999986 0.11411 -0.085604999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 7 -4 9 -7 11 13 18 14 15 16 17 22 19 20 21 -12 -10 -24 27 -26 28 -23 29 -27
right_child=1 -3 3 5 -6 8 -8 -9 10 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 24 23 -25 25 26 -28 -29 -30 -31
leaf_value=-1.8776635896529116e-05 -1.6512650749756999e-05 2.611259472938731e-05 2.4982657084120339e-05 -3.5131367239955581e-05 4.3994772240694147e-05 -2.9536819934037339e-05 -2.1007436910859607e-05 -9.5019230948603387e-06 1.0092859277695727e-05 2.2086581889897602e-06 3.0544312819704199e-05 8.6762583136338188e-05 -4.8438210194815064e-05 -4.3036749939346923e-05 2.4658231586727199e-05 1.9314049786771648e-05 -3.0170418452784092e-05 2.3523582149209689e-05 2.2215799513105596e-05 1.9937106135330395e-05 -1.5702381619188669e-05 -3.5315183396795129e-05 1.9836037945761175e-06 -2.1424874837696104e-05 5.0499636129713445e-05 3.9342659985061004e-05 -4.236695147648623e-05 -3.047661356772722e-07 -1.8518492045889921e-05 1.1413552759699366e-06
leaf_weight=20 21 22 26 20 20 20 23 31 24 26 26 21 35 20 25 20 27 22 20 20 27 22 27 26 26 33 22 2269 36 144
leaf_count=20 21 22 26 20 20 20 23 31 24 26 26 21 35 20 25 20 27 22 20 20 27 22 27 26 26 33 22 2269 36 144
internal_value=0 1.21101e-07 -6.46128e-08 4.83398e-08 7.51714e-06 -2.04155e-07 -1.60227e-06 6.22789e-06 3.36067e-08 -1.15937e-05 2.1855e-07 6.63053e-06 -2.88666e-07 -2.1798e-06 2.59879e-06 -1.17851e-06 -4.4313e-06 2.58846e-06 3.48473e-07 1.81865e-07 3.01936e-08 1.94965e-07 -3.393e-06 -9.4998e-06 -1.14237e-07 4.50925e-06 -5.79046e-07 -6.40964e-07 3.73708e-06 8.26363e-06
internal_weight=0 3101 3079 3058 100 2958 80 57 2938 46 2892 212 2680 191 171 146 126 99 2645 2625 2605 2578 77 53 2552 261 235 2291 213 177
internal_count=3121 3101 3079 3058 100 2958 80 57 2938 46 2892 212 2680 191 171 146 126 99 2645 2625 2605 2578 77 53 2552 261 235 2291 213 177
is_linear=0
shrinkage=0.1


Tree=4711
num_leaves=31
num_cat=0
split_feature=12 15 1 142 11 147 147 1426 1426 4 124 2 14 158 9 10 9 0 448 1455 1455 15 1456 1454 12 52 52 124 52 51
split_gain=5.86384e-07 1.27941e-06 1.37587e-06 6.83849e-07 1.84131e-06 1.25915e-06 1.67446e-06 7.20799e-07 7.00862e-07 7.00741e-07 1.69885e-06 2.19387e-06 1.6533e-06 3.46772e-06 1.30112e-06 4.17115e-06 2.39344e-06 9.81927e-07 9.35341e-07 8.51465e-07 1.96205e-06 6.00681e-06 2.03753e-06 1.10382e-06 3.28529e-06 8.80258e-07 3.33415e-06 4.24423e-06 2.8801e-06 9.07541e-06
threshold=0.23631000000000002 -0.5556049999999999 0.13075500000000004 -0.057499999999999989 -0.014494999999999999 0.099730000000000027 0.093875000000000014 -0.094284999999999994 -0.052649999999999995 0.50996500000000011 -0.010204999999999999 0.11510000000000002 -0.31455999999999995 -0.47382999999999992 0.092235000000000011 0.0036750000000000007 0.082870000000000013 -0.24955499999999997 -0.087399999999999992 -0.037084999999999993 -0.097209999999999977 -0.068899999999999975 -0.15824499999999997 0.10398500000000001 0.089085000000000011 -0.085264999999999994 -0.080114999999999978 -0.081719999999999987 -0.089199999999999988 -0.085989999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 7 -6 -9 12 -11 -12 -10 -14 15 16 17 -15 -19 20 22 -22 -20 25 -25 28 27 -27 -21 -30
right_child=-2 3 -4 4 5 -7 -8 8 9 10 11 -13 13 14 -16 -17 -18 18 19 23 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=9.0614679872184447e-07 -1.5908202476566659e-05 1.7052254116092428e-05 3.6419725250880223e-05 -2.9081267311167638e-05 1.7592328747369998e-05 1.908974638541515e-05 -2.5530611324379256e-05 -1.4453729936041569e-05 2.2503332895046864e-05 7.8451502491482063e-06 3.6031662784807856e-06 -4.009442445412451e-05 -4.1501704399706798e-05 1.9061427112936665e-05 -2.289363058783541e-05 4.3859402549886994e-05 -3.0054531928796607e-05 -2.0784607661859073e-05 8.9414071529366382e-06 1.4118934755063094e-06 -7.6482785191598993e-06 5.3331229743586543e-05 -2.9693999732401046e-05 -4.4040538670655924e-05 1.1895553723748198e-05 1.1177665628349046e-05 1.1931532844220855e-09 -4.5391038156594732e-05 -1.6792495217889436e-05 6.5254794344582484e-05
leaf_weight=24 23 23 20 22 23 34 26 34 33 34 20 27 20 28 24 22 26 21 39 488 35 30 21 21 21 21 1871 36 26 28
leaf_count=24 23 23 20 22 23 34 26 34 33 34 20 27 20 28 24 22 26 21 39 488 35 30 21 21 21 21 1871 36 26 28
internal_value=0 1.18102e-07 1.70487e-05 -1.25822e-07 -2.56174e-07 -4.54221e-08 -2.6411e-07 -4.13464e-08 -1.79957e-07 -1.21464e-08 -9.18211e-06 -2.14997e-05 2.5209e-07 -1.22341e-08 2.88632e-07 4.92134e-07 1.40335e-07 4.32616e-07 2.36375e-07 4.03778e-07 8.4591e-06 2.04961e-05 -4.58099e-06 2.93579e-09 -1.60725e-05 2.76283e-07 -7.24644e-07 -2.45499e-05 3.83678e-06 2.57505e-05
internal_weight=0 3098 44 3054 3031 3009 2975 2949 2926 2892 81 47 2811 2778 2758 2734 2712 2686 2658 2637 125 65 60 2512 42 2470 1928 57 542 54
internal_count=3121 3098 44 3054 3031 3009 2975 2949 2926 2892 81 47 2811 2778 2758 2734 2712 2686 2658 2637 125 65 60 2512 42 2470 1928 57 542 54
is_linear=0
shrinkage=0.1


Tree=4712
num_leaves=31
num_cat=0
split_feature=130 10 0 40 2 45 130 1204 400 399 400 399 12 12 1453 3 483 12 160 402 12 15 2 1210 15 481 43 133 12 42
split_gain=5.88876e-07 1.43924e-06 2.46497e-06 1.24934e-06 1.09537e-06 8.86886e-07 6.85933e-07 6.80578e-07 1.61682e-06 7.42914e-07 3.89811e-06 7.80294e-07 6.51135e-07 2.52471e-06 2.33833e-06 2.01699e-06 1.93922e-06 1.97461e-06 3.30203e-06 4.10183e-06 2.68976e-06 2.1566e-06 3.65457e-06 4.81394e-06 2.93196e-06 1.98805e-06 1.62416e-06 1.5701e-06 7.68461e-06 9.94462e-06
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.17025000000000004 -1.0000000180025095e-35 -0.14628999999999995 0.058775000000000008 0.12955000000000003 0.093190000000000009 0.10782000000000001 0.089300000000000004 0.094580000000000011 0.095175000000000023 -0.057274999999999993 -0.045649999999999989 -0.47356499999999996 0.091715000000000005 -0.41869999999999991 0.10607000000000001 0.091475000000000015 -0.013104999999999999 0.090935000000000016 -0.00064999999999999986 0.091915000000000011 -0.16223499999999996 -0.041739999999999992 0.090445000000000011 0.089625000000000024 0.090395000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -7 8 9 11 -11 12 16 -14 -15 -16 -8 20 -19 21 25 -20 23 -23 -24 -18 -25 -27 -29 -30
right_child=1 3 -4 4 -6 6 7 -9 -10 10 -12 -13 13 14 15 -17 17 18 19 -21 -22 22 24 26 -26 27 -28 28 29 -31
leaf_value=-1.710413674118172e-05 -5.2067629613226201e-06 -2.4446252817662234e-05 4.3847061397173094e-05 -2.013424736395047e-05 2.2788569125016997e-05 -1.5849505590873984e-05 -2.9369653462448956e-05 -1.7361441793830389e-05 2.614192895246485e-05 4.3944763075116845e-05 -1.6289009793333455e-05 -1.5403171054265731e-05 -2.84788499306564e-05 3.0784809760834011e-05 -1.1239875960158061e-06 -2.9117524362239541e-05 -2.5892410030792236e-05 4.4959835262166813e-05 -1.2053500233533716e-05 4.5697972279373535e-05 -3.1223681921969903e-05 -4.5826841665075341e-05 6.0679703092318964e-05 -5.0932793293703498e-06 8.3275960131014368e-06 -1.5979014243916934e-07 3.0981817477974501e-05 1.5428146647230613e-07 8.9671655860001931e-05 -5.8055645422427921e-06
leaf_weight=20 21 21 20 22 21 27 21 22 24 21 22 33 36 22 551 27 28 24 76 23 27 20 20 26 23 1653 24 202 24 20
leaf_count=20 21 21 20 22 21 27 21 22 24 21 22 33 36 22 551 27 28 24 76 23 27 20 20 26 23 1653 24 202 24 20
internal_value=0 1.1031e-07 1.87219e-05 -1.39062e-07 2.89052e-08 -1.29462e-07 1.74353e-08 1.61729e-07 2.92543e-07 8.03005e-08 1.31275e-05 -1.14501e-07 6.2712e-08 -2.75702e-06 -1.21371e-06 -2.43164e-06 8.73815e-07 1.16382e-06 9.80404e-06 5.82414e-06 1.20273e-07 9.71769e-07 9.73213e-06 -4.36284e-06 3.26774e-05 5.59446e-07 1.22228e-05 9.49468e-07 8.40314e-06 4.62729e-05
internal_weight=0 3101 41 3060 3039 3018 2996 2969 2947 2923 43 2880 2847 636 600 578 2211 2190 236 212 1954 189 113 70 43 1927 50 1899 246 44
internal_count=3121 3101 41 3060 3039 3018 2996 2969 2947 2923 43 2880 2847 636 600 578 2211 2190 236 212 1954 189 113 70 43 1927 50 1899 246 44
is_linear=0
shrinkage=0.1


Tree=4713
num_leaves=31
num_cat=0
split_feature=1420 155 475 3 475 475 1371 43 156 475 480 3 131 2 403 16 13 52 2 2 150 12 52 13 3 3 132 12 1203 1203
split_gain=5.97012e-07 1.57226e-06 6.14556e-07 1.02467e-06 8.74594e-07 2.44646e-06 3.25256e-06 5.19828e-06 2.08412e-06 1.89265e-06 7.75553e-07 7.76044e-06 4.13262e-06 4.72747e-06 3.15707e-06 2.63281e-06 7.59696e-06 3.24312e-06 1.0119e-06 4.26327e-06 5.36285e-06 1.21242e-05 3.95022e-06 4.29641e-06 3.74065e-06 4.23003e-06 2.10962e-06 2.75313e-05 1.06983e-05 3.4596e-06
threshold=0.056520000000000008 0.14721000000000004 -0.10664 -0.077564999999999981 -0.086304999999999979 -0.085774999999999976 0.083235000000000017 -0.084999999999999978 0.087380000000000013 -0.085024999999999989 0.086995000000000017 -0.085709999999999995 0.089415000000000008 0.085045000000000023 -0.55327499999999985 -0.040964999999999994 -0.081224999999999978 0.029970000000000007 0.088125000000000023 0.091055000000000011 0.090480000000000019 0.085355000000000014 0.095415000000000014 -0.085584999999999981 -0.090809999999999988 -0.081334999999999977 -0.083284999999999984 0.091840000000000019 0.089480000000000018 0.085960000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 -6 9 -8 -4 -7 14 -12 13 -13 -11 16 -15 -17 26 20 21 -20 23 -23 -25 -26 27 29 -28 -16
right_child=-2 -3 4 -5 5 6 7 -9 -10 10 11 12 -14 15 18 17 -18 -19 19 -21 -22 22 -24 24 25 -27 28 -29 -30 -31
leaf_value=-8.2402557760966975e-07 -1.6051711787915104e-05 2.7388613359237626e-05 -1.8340471135822804e-06 -2.7877873652046436e-05 -3.4979119336639994e-05 -2.5283375222594865e-05 6.3069695661830511e-05 -5.7452176742631511e-06 3.4322693973081184e-05 3.6502103868466905e-05 -5.1924033795653348e-05 4.288341532969753e-05 -3.9333468248514694e-05 -2.1900339424500242e-05 1.9405573413623914e-06 2.5786431572615747e-06 6.0458610832505483e-05 -4.8169951114687144e-05 -7.5648897086466613e-05 7.3249533387651254e-07 3.2964379724117775e-05 3.9639032613856471e-05 -3.6224151042960126e-05 1.6928329806922611e-05 -4.0612757105839634e-05 5.9028134708515777e-06 2.3659509339449712e-06 0.00011827115726884501 -5.913535106660204e-05 -4.4575934849230443e-05
leaf_weight=42 23 21 44 21 20 30 21 23 25 24 31 32 20 24 67 34 21 20 32 1125 22 22 41 39 46 34 1146 21 29 21
leaf_count=42 23 21 44 21 20 30 21 23 25 24 31 32 20 24 67 34 21 20 32 1125 22 22 41 39 46 34 1146 21 29 21
internal_value=0 1.19171e-07 -6.69384e-08 -9.84197e-06 1.37384e-07 -1.2336e-07 1.1497e-07 2.70983e-05 1.12662e-05 -2.97131e-07 -3.42106e-08 -6.35026e-06 3.00594e-06 9.46998e-06 3.96483e-07 -1.33033e-06 1.65338e-05 -1.62171e-05 6.88706e-08 -1.83094e-06 -1.40507e-05 -1.8884e-05 -8.90339e-06 -9.59061e-07 -8.46459e-06 -2.08436e-05 2.08261e-06 1.5391e-05 8.48046e-07 -9.15997e-06
internal_weight=0 3098 3077 63 3014 2945 2925 44 69 2881 2851 182 151 131 2669 99 45 54 2645 1361 236 214 182 141 119 80 1284 109 1175 88
internal_count=3121 3098 3077 63 3014 2945 2925 44 69 2881 2851 182 151 131 2669 99 45 54 2645 1361 236 214 182 141 119 80 1284 109 1175 88
is_linear=0
shrinkage=0.1


Tree=4714
num_leaves=31
num_cat=0
split_feature=132 399 1203 50 393 133 394 1184 394 403 1212 403 1213 1210 2 13 12 1212 43 43 1212 1447 42 160 1447 157 403 1209 403 2
split_gain=7.07424e-07 3.09911e-06 2.15764e-06 9.55962e-07 7.40877e-07 1.99906e-06 6.28183e-07 1.81811e-06 8.16534e-07 8.6148e-07 9.69759e-07 7.80808e-07 7.9404e-07 7.27327e-06 5.51084e-06 6.54749e-06 5.79049e-06 4.49682e-06 2.46819e-06 1.73508e-06 1.27498e-06 9.80897e-07 3.2461e-06 3.39932e-06 2.6641e-06 1.67003e-06 9.9707e-07 2.98947e-06 2.15622e-06 7.5724e-07
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.093975000000000017 0.092175000000000021 -0.020859999999999997 -0.11103499999999998 0.081725000000000006 -0.09139499999999999 0.62200000000000011 -0.45912999999999998 0.31426500000000007 -0.085284999999999986 -0.094799999999999982 0.084715000000000013 -0.087714999999999987 0.085565000000000016 -0.087464999999999987 -0.0084099999999999991 0.0041500000000000009 -0.069964999999999986 -0.086359999999999978 0.087665000000000007 -0.090764999999999985 -0.084894999999999984 -0.081579999999999986 -0.5492149999999999 -0.084519999999999984 -0.5335399999999999 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 6 -6 -2 8 -8 10 -10 12 13 -12 15 -15 -16 -14 -17 -18 -19 22 23 -22 -23 -25 -26 -28 -29 -30
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 11 -13 17 14 16 18 19 20 -20 -21 21 24 -24 25 26 -27 27 28 29 -31
leaf_value=9.0614519649534494e-08 1.4621564990496456e-05 2.8781070475241377e-05 -3.6809093871852382e-05 -2.248916886552858e-05 -3.486056029075934e-05 9.3148526138975283e-06 1.9934067815830489e-05 -2.9968855369588712e-05 2.2264957524384955e-05 -1.6712884644221049e-05 6.2045002622263768e-05 -1.4675466996517831e-05 -4.5090678792224608e-05 -6.8726384969999176e-05 6.1511534849636342e-05 -2.5203510080018533e-05 1.4963665376633413e-05 2.3754844147808163e-05 2.3882342758865672e-05 -2.0373762392485639e-05 -3.1077794060744662e-05 -2.7681380493699439e-05 4.276924438549348e-05 3.6152871897294451e-05 1.7372918951554259e-05 -1.7624047709082683e-06 -3.4525352510172527e-05 2.7337584922818303e-05 -1.1247889909444829e-06 3.1990098109246284e-06
leaf_weight=175 30 38 20 21 21 20 21 20 20 30 21 35 22 21 21 20 33 23 21 24 24 35 23 21 33 26 25 29 1718 530
leaf_count=175 30 38 20 21 21 20 21 20 20 30 21 35 22 21 21 20 33 23 21 24 24 35 23 21 33 26 25 29 1718 530
internal_value=0 4.10522e-07 -5.52128e-06 -2.32865e-06 3.44912e-08 -1.33116e-05 2.28118e-07 7.36817e-08 2.90127e-07 1.40391e-07 3.25931e-07 1.6372e-07 3.58241e-07 7.16598e-06 -1.06587e-06 -2.33193e-05 1.66227e-05 -7.86043e-08 -6.19757e-08 8.47484e-08 3.19572e-07 1.00818e-07 1.01193e-05 -4.57455e-07 -2.96539e-07 1.51785e-05 1.1394e-07 -1.33474e-07 2.44127e-07 -1.05388e-07
internal_weight=0 2905 216 196 2867 41 2826 2796 2776 2755 2725 2705 2670 161 140 62 78 2509 41 57 2487 2464 94 71 2370 47 2335 2302 2277 2248
internal_count=3121 2905 216 196 2867 41 2826 2796 2776 2755 2725 2705 2670 161 140 62 78 2509 41 57 2487 2464 94 71 2370 47 2335 2302 2277 2248
is_linear=0
shrinkage=0.1


Tree=4715
num_leaves=31
num_cat=0
split_feature=1204 132 399 15 398 50 403 133 1204 0 1213 393 12 1208 1208 1208 1209 403 401 1212 402 15 401 1 3 15 1185 2 1213 0
split_gain=5.95675e-07 6.53326e-07 1.83974e-06 1.58932e-06 7.1908e-07 1.21091e-06 6.04847e-07 1.50158e-06 9.81321e-07 8.08104e-07 6.72727e-07 5.95543e-07 1.8697e-06 5.9115e-07 1.32711e-06 1.16032e-06 7.58977e-07 4.97567e-06 8.37406e-07 9.11765e-07 3.93256e-06 2.95204e-06 1.02291e-06 3.40733e-06 1.8121e-06 1.1341e-06 8.68385e-07 1.7453e-06 9.67394e-07 4.3107e-06
threshold=0.053645000000000005 -0.083449999999999983 0.091580000000000009 0.091650000000000023 0.094600000000000017 0.09227500000000001 -0.023519999999999996 -0.37971999999999995 -0.0030749999999999996 -0.087319999999999995 0.086260000000000017 0.092175000000000021 0.090020000000000017 0.12461500000000002 0.10737500000000001 0.098655000000000007 -0.087714999999999987 -0.0047449999999999992 0.13274500000000003 -0.089544999999999986 0.120965 0.088655000000000025 0.088220000000000007 0.077565000000000009 -0.081334999999999977 -0.065449999999999994 0.085905000000000009 0.083865000000000009 -0.088159999999999974 -0.085754999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 5 6 8 -8 9 -1 -11 13 -13 14 15 16 17 -3 19 21 22 -18 26 24 -24 -25 28 -28 29 -21
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 10 -12 12 -14 -15 -16 -17 18 -19 -20 20 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-1.5114492065511817e-05 1.4023183509076869e-05 4.5659074519631843e-05 2.4878322943398722e-05 -3.2428807644464546e-05 1.3027307271840983e-05 -2.6970827101732455e-05 -9.6830175001135412e-06 2.6485951469691248e-05 -2.5984810126828964e-05 -4.8722926021582689e-06 2.1064696011308118e-05 9.901667603333664e-06 -3.2820495990411774e-05 -1.6972342908729843e-05 2.3695405646625054e-05 -2.3338040526661128e-05 -4.3832065021058697e-06 -2.0861595459626352e-05 -1.7479617343741228e-05 -4.9486782283262677e-05 -3.8095977759911441e-05 3.1890055821792421e-05 5.2857029988899749e-05 6.464523605907083e-06 1.169978565050532e-05 -2.6437648934916068e-05 3.578050710984826e-05 -2.8973228479247026e-06 -4.4155775912549787e-08 6.4630883025529339e-06
leaf_weight=24 30 23 30 20 25 22 24 22 20 20 20 20 21 20 24 21 57 22 27 21 27 37 20 22 23 20 20 28 2371 40
leaf_count=24 30 23 30 20 25 22 24 22 20 20 20 20 21 20 24 21 57 22 27 21 27 37 20 22 23 20 20 28 2371 40
internal_value=0 -1.36107e-07 2.43208e-07 -5.70837e-06 -2.68911e-06 -5.27405e-06 -1.60229e-06 7.61519e-06 -6.64995e-06 -6.07808e-07 8.0962e-06 -1.48415e-08 -1.19804e-05 1.58941e-07 2.81177e-07 7.89666e-08 2.57269e-07 1.31379e-05 4.36208e-08 2.19767e-07 -1.31094e-07 9.89457e-06 2.68536e-07 1.10553e-05 3.08427e-05 -9.20318e-06 -1.01172e-07 1.32184e-05 -3.64059e-07 -1.27983e-05
internal_weight=0 3091 2894 197 177 152 130 46 84 64 40 2864 41 2823 2803 2779 2758 45 2713 2686 2592 94 2565 85 43 42 2480 48 2432 61
internal_count=3121 3091 2894 197 177 152 130 46 84 64 40 2864 41 2823 2803 2779 2758 45 2713 2686 2592 94 2565 85 43 42 2480 48 2432 61
is_linear=0
shrinkage=0.1


Tree=4716
num_leaves=31
num_cat=0
split_feature=472 1429 1425 1426 44 97 10 10 9 33 34 1 4 1 1 12 1 1 43 1447 480 2 457 48 1 150 3 1 3 483
split_gain=5.39604e-07 9.59299e-07 6.34508e-07 6.77515e-07 5.32394e-07 5.89463e-07 1.07394e-06 1.39357e-06 1.62271e-06 8.54355e-07 9.34266e-07 8.03815e-07 3.41843e-06 2.02112e-06 3.85274e-06 6.23458e-06 3.52383e-06 2.76166e-06 2.73189e-06 2.21654e-06 2.53365e-06 4.41803e-06 1.99756e-06 1.67249e-06 6.16042e-06 3.17572e-06 1.68133e-06 4.50452e-06 2.25763e-06 1.97768e-06
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 1.0000000180025095e-35 0.094585000000000016 -0.086464999999999986 0.11485500000000001 0.053330000000000009 0.09055500000000001 0.085305000000000006 -0.08330499999999999 0.099400000000000002 0.27287000000000006 0.096255000000000021 0.094090000000000021 0.095175000000000023 0.093400000000000025 0.092390000000000014 -0.0051099999999999991 0.059120000000000013 0.10344000000000002 0.09580000000000001 -0.11701499999999999 -0.072824999999999987 0.11061500000000002 0.12558000000000002 -0.010424999999999999 0.10781 -0.016324999999999996 0.10143000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 9 10 -7 12 13 14 16 -16 17 19 -15 20 -12 -22 -13 24 -24 26 28 -28 29 -25
right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 11 22 -14 18 15 -17 -18 -19 -20 -21 21 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-1.4936731380051547e-05 2.0462477708782032e-05 -1.6490651734619116e-05 -1.6583654526228837e-05 1.8433203294989652e-05 1.172932907497613e-05 2.0459069773179098e-05 1.7609245623910233e-05 -1.9043044747563846e-05 2.4387667579301506e-05 -1.7319858592412043e-05 6.5092310728356943e-07 2.4812874607960113e-05 4.1809322065091697e-05 9.1026043101476561e-07 -5.9364104166093058e-05 8.6399388377545761e-06 4.0243720096358716e-05 -2.7064782004861237e-05 4.2757735914514905e-05 2.5095860915927106e-05 -5.3249125486824292e-05 4.7534971615497291e-06 -6.0363385074941278e-05 -3.2466400838596531e-07 1.6320363083650591e-05 3.0296457279527442e-05 -4.9117714650037672e-05 -6.0175346542349704e-06 2.9298198993880459e-05 -3.296205465630919e-05
leaf_weight=24 23 22 23 20 38 22 34 39 27 29 1928 24 20 39 28 26 22 37 26 36 24 29 22 259 20 27 28 181 24 20
leaf_count=24 23 22 23 20 38 22 34 39 27 29 1928 24 20 39 28 26 22 37 26 36 24 29 22 259 20 27 28 181 24 20
internal_value=0 1.15759e-07 -3.6477e-08 8.82641e-08 -3.27846e-08 -1.8212e-07 -6.13566e-08 -2.65919e-07 -1.3225e-08 -2.427e-07 -6.84437e-08 -2.28587e-07 6.53769e-07 2.78776e-07 -2.51309e-07 -2.66214e-05 4.34619e-07 8.23087e-09 1.76493e-05 5.0486e-07 5.79769e-08 -2.15118e-05 -3.45903e-06 -4.62689e-06 -2.38473e-05 -3.1292e-06 -4.89188e-06 -1.17917e-05 -1.32582e-07 -2.66426e-06
internal_weight=0 3097 3074 3051 3031 2993 2971 2937 2898 2871 2842 2820 2215 2195 2130 54 2076 2054 65 2017 1981 53 605 581 42 539 512 209 303 279
internal_count=3121 3097 3074 3051 3031 2993 2971 2937 2898 2871 2842 2820 2215 2195 2130 54 2076 2054 65 2017 1981 53 605 581 42 539 512 209 303 279
is_linear=0
shrinkage=0.1


Tree=4717
num_leaves=31
num_cat=0
split_feature=1429 156 12 0 484 1 402 1210 160 13 3 12 16 16 15 4 132 12 394 12 4 156 12 42 1455 43 16 1456 52 52
split_gain=5.93603e-07 1.39579e-06 6.33803e-07 4.25064e-06 2.43246e-06 3.78066e-06 1.74351e-06 3.38701e-06 1.42244e-06 2.22596e-06 4.33313e-06 1.66799e-06 4.07979e-06 3.74716e-06 1.66605e-06 2.53405e-06 1.29146e-06 2.63918e-05 8.49349e-06 2.57716e-06 1.21825e-06 1.20709e-06 1.09538e-06 8.65459e-07 7.78034e-07 1.68018e-06 2.93505e-06 9.35718e-07 1.02149e-06 5.80706e-06
threshold=-0.23752499999999996 0.32523500000000005 0.099815000000000015 0.10455500000000001 0.090535000000000018 0.13968000000000003 0.024785000000000005 -0.061049999999999993 -0.063384999999999983 -0.051094999999999995 -0.065819999999999976 0.12757000000000002 -0.10850999999999998 -0.087659999999999988 -0.072289999999999979 -0.068329999999999988 -0.083284999999999984 0.091475000000000015 0.10969000000000002 0.089210000000000025 -0.029144999999999997 0.14171000000000003 0.10645 -0.062154999999999995 -0.092919999999999989 -0.013024999999999998 0.057265000000000003 -0.16825499999999996 0.085540000000000019 0.086450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 4 5 6 7 -4 -9 10 -10 12 -11 -14 -15 22 17 19 21 -2 -8 24 -16 -17 25 26 -18 -26 -29 -30
right_child=1 -3 3 -5 -6 -7 20 8 9 11 -12 -13 13 14 15 23 18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 28 29 -31
leaf_value=-1.6368177421099974e-05 -8.3447895780709918e-07 2.6448489152244295e-05 -4.285898138559354e-05 -4.2785414489816714e-05 -3.2011522322742779e-05 4.206242026936837e-05 3.4665727538854947e-05 -1.6430545590013096e-05 -7.7274522735997172e-07 3.958573699650436e-05 5.3791965629815502e-05 -2.3458056244375519e-05 -4.5925392987555826e-05 2.3815194886992688e-05 -7.3264541788375933e-06 -8.7189606165338774e-06 4.6879847365704808e-05 0.00011653013296381687 -6.3342006589144667e-05 -3.9804804691812025e-05 6.0343676295815389e-07 2.3326740135772803e-05 2.3550487929713672e-05 -3.7785313629900064e-05 -1.7847017038704883e-05 -1.2814236132336582e-05 -2.6189522468484941e-06 -1.0713290437897795e-06 4.5826796019443264e-05 1.480373641465826e-06
leaf_weight=22 112 20 21 26 24 21 21 52 43 23 22 35 20 25 20 20 23 20 21 20 21 23 27 21 29 21 25 1690 31 622
leaf_count=22 112 20 21 26 24 21 21 52 43 23 22 35 20 25 20 20 23 20 21 20 21 23 27 21 29 21 25 1690 31 622
internal_value=0 1.1621e-07 -5.48345e-08 -3.55925e-06 -1.10762e-06 7.84456e-07 -1.55203e-06 -4.00139e-06 -1.35201e-06 1.71082e-06 1.76953e-05 -3.72893e-06 6.97482e-07 -6.02755e-06 1.03401e-06 -5.43792e-06 5.32558e-07 9.48056e-06 -1.47645e-08 -6.73907e-06 1.76346e-05 5.24956e-07 1.04114e-05 -2.36066e-05 3.10109e-07 1.07777e-05 2.10992e-05 5.61278e-09 2.2658e-07 3.58564e-06
internal_weight=0 3099 3079 442 416 392 371 329 308 256 65 191 156 133 113 88 2637 152 2485 132 42 2464 47 41 2441 69 48 2372 2343 653
internal_count=3121 3099 3079 442 416 392 371 329 308 256 65 191 156 133 113 88 2637 152 2485 132 42 2464 47 41 2441 69 48 2372 2343 653
is_linear=0
shrinkage=0.1


Tree=4718
num_leaves=31
num_cat=0
split_feature=472 1429 156 51 1425 132 394 1203 1176 394 133 130 130 1208 1208 402 1209 403 1209 403 1209 12 4 403 42 15 42 2 50 48
split_gain=6.0818e-07 8.97231e-07 5.83095e-07 1.41847e-06 7.77401e-07 5.58372e-07 3.29858e-06 1.91417e-06 5.72204e-07 5.8769e-07 7.26389e-07 6.28889e-07 1.16525e-06 5.49844e-07 1.55672e-06 1.23886e-06 1.58077e-06 8.40497e-07 9.99303e-07 1.31714e-06 9.93229e-07 9.73386e-07 1.17367e-06 9.05125e-07 1.16844e-06 6.51728e-06 4.07368e-06 2.16692e-06 1.56474e-06 1.02018e-06
threshold=-0.38234499999999999 -0.23587499999999997 0.12734000000000004 -0.093639999999999987 0.08789000000000001 -0.083449999999999983 0.12358500000000001 0.089480000000000018 0.086510000000000017 -0.099329999999999988 -0.040449999999999993 -0.22699999999999995 -0.14750499999999997 0.11531000000000001 0.10233500000000001 0.23460000000000003 0.10656 0.62200000000000011 -0.087714999999999987 -0.5341999999999999 -0.079679999999999987 0.11650500000000001 -0.015624999999999998 -0.44023999999999991 0.10306000000000001 0.098485000000000017 0.10024000000000001 0.095545000000000005 0.11610000000000001 0.096030000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 7 8 -3 9 10 -7 -11 -13 14 15 16 17 18 -14 -20 -21 23 -23 -22 26 27 -25 28 -26 -29
right_child=1 2 3 -5 -6 6 -8 -9 -10 11 -12 12 13 -15 -16 -17 -18 -19 19 20 21 22 -24 24 25 -27 -28 29 -30 -31
leaf_value=-1.585747835027481e-05 1.9800382150329509e-05 -1.8886160109404864e-06 6.6512173361843459e-06 -3.0103760837803187e-05 1.8452688511941869e-05 -2.5587470827304062e-05 3.8943502890602265e-05 -3.4380973747829561e-05 1.5442543481943479e-05 -1.6724133084525504e-05 1.0413578842244102e-06 2.3716009084074314e-05 1.7428069380306018e-05 -1.4130557263814372e-05 2.213477298482758e-05 -1.9927987581937606e-05 2.8187150091980585e-05 -1.8662149985478513e-05 -1.8563694629847306e-05 2.0440914204300499e-05 -1.5679058512767755e-05 2.390319359043637e-05 -3.8985432966424122e-07 -4.0799828105023926e-08 2.7910931089536463e-06 -5.7612066302681346e-05 3.5366314800326526e-05 -4.4629938143301727e-06 3.7048325581281467e-05 -3.0436726092375466e-05
leaf_weight=24 23 194 21 21 23 20 22 20 24 22 21 21 33 27 32 31 20 24 38 24 38 37 43 2120 40 23 33 62 20 20
leaf_count=24 23 194 21 21 23 20 22 20 24 22 21 21 33 27 32 31 20 24 38 24 38 37 43 2120 40 23 33 62 20 20
internal_value=0 1.22894e-07 -2.43348e-08 -1.17263e-05 1.37763e-07 -2.2312e-09 3.74704e-07 -4.92528e-06 6.87127e-08 -6.55077e-08 -1.19483e-05 1.14402e-07 2.5232e-07 6.74277e-08 2.12744e-07 -5.64439e-08 1.82786e-07 -3.64259e-08 1.40191e-07 -8.81917e-08 1.97202e-07 -2.24321e-09 1.08457e-05 -3.70594e-07 -1.19635e-07 -8.22974e-06 5.01901e-07 -2.31196e-07 1.42102e-05 -1.07981e-05
internal_weight=0 3097 3074 42 3032 3009 2795 214 2773 2749 41 2708 2686 2665 2638 2606 2575 2555 2531 2498 2460 2436 80 2356 2318 165 2153 142 60 82
internal_count=3121 3097 3074 42 3032 3009 2795 214 2773 2749 41 2708 2686 2665 2638 2606 2575 2555 2531 2498 2460 2436 80 2356 2318 165 2153 142 60 82
is_linear=0
shrinkage=0.1


Tree=4719
num_leaves=31
num_cat=0
split_feature=1429 155 16 12 155 1 121 124 9 10 11 3 9 123 12 39 457 2 1 1 160 160 160 1 2 150 49 0 0 42
split_gain=6.06813e-07 1.27079e-06 1.11884e-06 4.12466e-06 2.86116e-06 8.92922e-07 2.29615e-06 8.54272e-07 6.82544e-07 2.66524e-06 1.7133e-06 1.31242e-06 7.36967e-07 6.71595e-07 1.0727e-06 1.05178e-06 1.16187e-06 1.30491e-06 1.11292e-06 1.35987e-06 8.80103e-07 3.28175e-06 2.6431e-06 3.4107e-06 6.12993e-06 1.86232e-06 4.80296e-06 1.97351e-06 2.57459e-06 3.20439e-06
threshold=-0.23752499999999996 0.14786500000000002 0.62682500000000008 0.090695000000000012 0.11854500000000001 0.16540500000000002 -0.094339999999999993 0.14970500000000003 0.092410000000000006 0.053330000000000009 -1.0000000180025095e-35 -0.017889999999999996 0.087755000000000014 0.086445000000000008 -0.092484999999999984 0.084020000000000011 0.083925000000000013 0.10699500000000002 0.10871500000000002 0.094385000000000011 0.08325500000000001 0.062030000000000009 0.088020000000000015 0.11061500000000002 0.10855000000000002 0.08826500000000001 -0.015259999999999998 -0.078244999999999995 -0.082284999999999983 0.087195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 9 10 -8 -10 13 15 -15 20 17 18 19 -17 21 -12 -22 24 25 26 -24 28 29 -28
right_child=1 -3 3 -5 -6 -7 7 -9 11 -11 12 -13 -14 14 -16 16 -18 -19 -20 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.6549314800200095e-05 -3.1019734812313497e-05 2.2572190893697554e-05 1.1149460078740958e-05 -3.6395387552248499e-05 3.2638534766091552e-05 1.9565345163478609e-05 2.922690830700958e-05 2.0634358224924654e-05 -3.8897895889101127e-06 -2.659892128289549e-05 1.5388660735334841e-07 3.113637158094207e-05 -1.9273152975074482e-05 -2.5532193809340242e-05 -2.6770236917914388e-06 5.0262453167230586e-06 2.7082484614636217e-05 2.0383125169085842e-05 1.4307540141089703e-05 -2.8298868812271396e-05 -3.1486747181642224e-05 3.6590846822946333e-05 -4.9686095316365428e-05 -3.7712638057503989e-05 5.3414816834230728e-05 2.0318467218673724e-05 1.1133704952715294e-05 -2.1063907951355686e-05 3.1925932515670344e-05 -2.7177863734430185e-05
leaf_weight=22 24 25 37 36 27 23 20 20 23 38 2195 20 20 25 115 24 28 34 24 25 34 25 23 24 21 29 61 37 28 34
leaf_count=22 24 25 37 36 27 23 20 20 23 38 2195 20 20 25 115 24 28 34 24 25 34 25 23 24 21 29 61 37 28 34
internal_value=0 1.17485e-07 -6.51334e-08 -1.22973e-05 2.32417e-07 -6.17877e-08 -2.14761e-07 3.78251e-08 -1.03878e-07 -2.91632e-07 6.21103e-08 1.24014e-05 -1.45764e-07 -8.45348e-09 -6.7583e-06 3.48681e-07 8.94722e-06 4.20155e-06 -3.33508e-06 -1.19764e-05 -1.13606e-07 5.64213e-07 -5.28459e-06 -1.81816e-06 1.87913e-06 -3.22582e-06 -6.95689e-06 -8.14562e-07 5.27671e-06 -2.5778e-06
internal_weight=0 3099 3074 73 3001 2974 2951 2927 2907 2864 2826 43 2806 2786 140 2646 135 107 73 49 2511 2220 291 257 233 212 183 160 123 95
internal_count=3121 3099 3074 73 3001 2974 2951 2927 2907 2864 2826 43 2806 2786 140 2646 135 107 73 49 2511 2220 291 257 233 212 183 160 123 95
is_linear=0
shrinkage=0.1


Tree=4720
num_leaves=31
num_cat=0
split_feature=402 1212 1204 1185 1186 394 394 1 12 394 1186 1429 156 11 11 1429 1429 12 142 2 11 0 147 49 148 483 158 158 158 9
split_gain=5.92553e-07 1.01781e-06 5.62056e-07 7.76344e-07 7.81785e-07 6.57213e-07 5.71563e-07 2.25517e-06 3.60495e-06 6.67709e-07 6.62517e-07 6.09442e-07 1.19504e-06 8.29433e-07 1.79069e-06 1.10266e-06 7.76468e-07 6.02463e-07 2.28902e-06 2.00766e-06 1.57762e-06 1.05441e-06 1.04077e-06 6.67724e-06 9.79568e-07 7.51148e-07 9.36926e-07 8.98179e-07 1.42125e-06 9.41273e-07
threshold=0.31278000000000006 0.15049500000000002 0.053645000000000005 -0.10973499999999999 -0.092084999999999986 -0.15150999999999998 -0.085169999999999982 0.085760000000000017 0.088245000000000004 -0.08151499999999999 0.021560000000000003 -0.23752499999999996 0.32523500000000005 0.095720000000000013 0.099410000000000012 -0.10379499999999998 -0.084934999999999997 0.12757000000000002 -0.057499999999999989 0.098035000000000011 -0.014494999999999999 -0.050064999999999991 0.094705000000000011 -0.043469999999999995 -0.098399999999999974 -0.47181499999999993 0.12212000000000002 0.11651000000000002 0.11054500000000002 -0.092939999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 -7 -8 11 -11 13 15 -15 -13 -17 18 -18 -19 -20 -21 24 -24 -22 -26 27 28 29 -27
right_child=-2 -3 -4 4 5 6 9 -9 -10 10 -12 12 -14 14 -16 16 17 19 20 21 22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-1.9735131027118771e-05 1.6741251740660074e-05 -2.2053963662723878e-05 1.3657047359932524e-05 1.6372017226189952e-05 -1.3022798399712579e-05 1.7379414706598395e-05 -1.3731277406097635e-05 3.488610047347028e-05 -3.1265514313417958e-05 -1.7142163917361316e-05 1.6180908643946171e-05 2.0936877554049716e-05 2.431386477837805e-05 -3.5363396287244719e-05 1.3806117395789545e-06 -1.7703426734442473e-05 3.3149560528857241e-05 -3.5984570495202206e-05 -2.729705066875405e-05 1.5278623498118209e-05 -1.9370500907510948e-05 -1.1191024104311295e-05 -1.532812112600368e-05 5.9266569978717597e-05 1.6427393997478896e-05 2.1877440813113937e-05 -1.5034429170776915e-05 1.8696437357973011e-05 -2.2387867725878358e-05 9.0096394173960214e-08
leaf_weight=20 21 21 30 29 39 39 36 23 25 21 25 25 20 21 36 25 21 20 21 27 26 34 30 20 28 20 41 26 28 2323
leaf_count=20 21 21 30 29 39 39 36 23 25 21 25 25 20 21 36 25 21 20 21 27 26 34 30 20 28 20 41 26 28 2323
internal_value=0 -1.13403e-07 3.62399e-08 -9.77792e-08 3.18831e-08 -1.26072e-07 4.37942e-08 8.02919e-06 -1.62251e-06 -1.97935e-07 -2.62647e-08 -1.70303e-07 -4.26492e-08 -2.18382e-07 -1.21567e-05 3.22562e-08 -1.62025e-07 2.52882e-09 2.68732e-07 -8.48967e-06 -6.78139e-10 5.25049e-07 2.24823e-07 1.45098e-05 -6.17928e-08 1.41786e-07 -4.52509e-08 2.11135e-07 8.42785e-09 2.76075e-07
internal_weight=0 3100 3079 3049 3029 3000 2961 87 64 2874 2838 2813 2792 2772 57 2715 2690 2665 2584 81 2563 61 2542 50 2492 2466 2438 2397 2371 2343
internal_count=3121 3100 3079 3049 3029 3000 2961 87 64 2874 2838 2813 2792 2772 57 2715 2690 2665 2584 81 2563 61 2542 50 2492 2466 2438 2397 2371 2343
is_linear=0
shrinkage=0.1


Tree=4721
num_leaves=31
num_cat=0
split_feature=156 475 40 130 42 132 132 1203 448 0 48 456 456 150 142 45 49 1429 484 51 3 43 1454 157 156 16 3 2 2 2
split_gain=6.84336e-07 7.48671e-07 5.64506e-07 1.99372e-06 1.41817e-06 5.84819e-07 2.84374e-06 1.53882e-06 5.5193e-07 2.08049e-06 6.28772e-07 7.84372e-07 1.15019e-06 9.30399e-07 1.69032e-06 1.4613e-06 8.55754e-07 4.08255e-06 5.03697e-06 2.90758e-06 1.27937e-06 2.51993e-06 1.23777e-06 1.18556e-06 1.31032e-06 1.56574e-06 1.17445e-06 1.00082e-06 5.954e-06 4.56604e-06
threshold=0.3248100000000001 0.13528000000000004 -0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083449999999999983 -0.076764999999999986 0.089480000000000018 0.068920000000000023 -0.26609999999999995 -0.11278499999999998 -0.11319999999999998 -0.085409999999999986 0.12820000000000001 -0.057499999999999989 0.083445000000000005 0.10969000000000002 0.083715000000000026 0.073690000000000019 -0.44986999999999994 -0.072624999999999981 -0.073959999999999984 0.11807500000000003 0.41580000000000006 0.11850000000000001 0.41221000000000008 -0.012304999999999998 0.096325000000000008 0.095195000000000016 0.097385000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 -5 9 -8 -11 -12 -13 14 -14 16 22 18 19 -18 21 -21 23 24 27 -26 -22 28 -16 -29
right_child=-2 -3 3 4 -6 6 8 -9 -10 10 11 12 13 -15 15 -17 17 -19 -20 20 26 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=1.6744858898647406e-05 -1.7185589746551834e-05 1.8944967312217204e-05 -3.0105640313525909e-05 -2.4016616874074862e-06 2.4319273196245681e-05 3.4573810201739739e-05 3.1478392182699672e-05 -3.153467090669437e-05 -1.6549272022530203e-05 1.3817328505183469e-05 -1.8671235941679779e-05 2.3766373524267695e-05 2.7487245849690886e-05 -1.8773516637372302e-05 1.5006406676905019e-08 -2.0079883201892577e-05 -4.0314680162130875e-05 -4.7016561843933728e-05 3.9279291009874077e-05 -9.2386024671550677e-06 -2.4071594040218343e-05 3.7593790657410871e-05 2.5228142358173501e-05 2.2838259752935975e-05 9.2894910763293008e-07 -3.7730764761363394e-05 1.2076054099452451e-06 3.7922081183579221e-05 -4.0015112101268883e-05 1.6178114791141324e-06
leaf_weight=20 23 21 22 194 24 24 21 20 20 32 23 20 22 27 1674 37 24 22 26 27 34 20 20 23 22 20 40 37 38 544
leaf_count=20 23 21 22 194 24 24 21 20 20 32 23 20 22 27 1674 37 24 22 26 27 34 20 20 23 22 20 40 37 38 544
internal_value=0 1.27593e-07 -8.31912e-10 -1.10388e-07 1.0704e-07 -8.595e-08 2.99542e-07 -5.12437e-06 2.9026e-09 1.23151e-07 -1.17867e-07 -2.83025e-07 -1.25038e-07 -3.04876e-07 -1.15274e-07 -3.48117e-07 -6.41518e-08 -6.46814e-06 -1.25139e-06 -8.51896e-06 -2.21237e-06 1.06901e-05 4.556e-07 2.45485e-07 2.29441e-08 -1.74804e-05 -1.04072e-05 3.43547e-07 -8.73513e-07 3.92979e-06
internal_weight=0 3098 3077 3057 3035 3011 2797 214 2773 2753 2732 2700 2677 2657 2630 2608 2571 193 171 145 121 47 2378 2358 2335 42 74 2293 1712 581
internal_count=3121 3098 3077 3057 3035 3011 2797 214 2773 2753 2732 2700 2677 2657 2630 2608 2571 193 171 145 121 47 2378 2358 2335 42 74 2293 1712 581
is_linear=0
shrinkage=0.1


Tree=4722
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 130 40 12 42 1208 1208 403 3 1210 1210 0 1429 475 52 157 42 157 157 471 42 401 0 0 133 471 484
split_gain=6.01786e-07 1.83761e-05 7.98595e-06 3.12792e-06 5.96371e-07 1.00885e-06 7.047e-07 7.21817e-07 7.31725e-07 1.3881e-06 1.02864e-06 7.19471e-06 2.17333e-06 9.93807e-07 6.98156e-07 5.78283e-07 1.19561e-06 1.81026e-06 1.32488e-06 1.21695e-06 8.49551e-07 9.1418e-07 8.18244e-07 1.08739e-06 1.18779e-06 4.71844e-06 7.54221e-06 1.2064e-06 1.05216e-06 8.83439e-07
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.23123999999999997 -0.24290999999999999 0.13043000000000002 0.12961500000000001 0.11846000000000001 0.10480500000000002 -0.53960999999999981 -0.085709999999999995 -0.3960249999999999 -0.094799999999999982 -0.030209999999999997 0.12521000000000002 -0.24431999999999998 -0.54663499999999987 0.11933000000000001 0.089015000000000025 0.10119000000000002 0.084490000000000023 0.094575000000000006 0.11839500000000001 -1.0000000180025095e-35 -0.069954999999999976 -0.074479999999999977 0.5087600000000001 0.089900000000000022 0.50165500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 7 8 9 10 11 -7 -12 -14 -8 16 17 -15 20 -20 21 22 23 24 25 26 -18 28 29 -26
right_child=2 -3 4 -5 5 6 14 -9 -10 -11 12 -13 13 15 -16 -17 18 -19 19 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-1.6584266315190139e-07 -6.0401946199238989e-05 9.4000874118397153e-05 1.6115124400011668e-05 -4.1875397696458096e-05 -2.2432770956584137e-05 -3.2343282579122826e-05 2.6461334000487115e-05 -1.7359816585364266e-05 1.7819814986622713e-05 -2.1853593223348637e-05 -3.218164108277831e-05 4.2102310897676308e-05 1.9203153944410454e-05 -3.699150425249669e-05 1.1635738246695839e-06 1.6857992141012803e-05 7.4322595826908419e-06 1.3407739142426832e-06 3.4733222325182096e-05 2.6624929887475447e-07 -1.7523687360413272e-05 1.6277698235920553e-05 -1.6646850369094561e-05 1.8281810048392801e-05 -1.4792140665780561e-07 2.6041961500595793e-05 -7.7416910532974721e-05 2.4543798936065287e-05 2.1640976146128114e-05 -2.1258041761029746e-05
leaf_weight=178 22 21 23 20 20 21 20 24 23 29 21 34 27 22 24 20 22 28 21 20 28 34 30 32 2255 20 20 20 22 20
leaf_count=178 22 21 23 20 20 21 20 24 23 29 21 34 27 22 24 20 22 28 21 20 28 34 30 32 2255 20 20 20 22 20
internal_value=0 5.05475e-06 -3.8147e-07 -4.37893e-06 7.702e-08 -5.20932e-08 1.05684e-07 -9.21329e-08 5.75328e-08 -9.12408e-08 1.4104e-07 1.36776e-05 -1.38641e-07 1.1615e-07 1.26626e-05 -8.09998e-08 -2.11601e-07 -1.55254e-05 8.93782e-08 1.79201e-05 -2.02695e-07 -6.73991e-09 -2.33561e-07 -2.93312e-08 -2.75635e-07 -1.39353e-05 -3.29721e-05 8.98808e-08 -1.2304e-07 -3.33505e-07
internal_weight=0 219 2902 198 2880 2857 2837 2793 2769 2746 2717 55 2662 2641 44 2614 2594 50 2544 41 2503 2475 2441 2411 2379 62 42 2317 2297 2275
internal_count=3121 219 2902 198 2880 2857 2837 2793 2769 2746 2717 55 2662 2641 44 2614 2594 50 2544 41 2503 2475 2441 2411 2379 62 42 2317 2297 2275
is_linear=0
shrinkage=0.1


Tree=4723
num_leaves=31
num_cat=0
split_feature=402 402 402 13 402 481 1446 2 2 403 1210 1210 1420 157 2 14 2 403 42 15 15 1447 3 3 3 52 43 3 1212 43
split_gain=5.9509e-07 9.04098e-07 7.00623e-07 1.5268e-06 8.14646e-07 1.11212e-06 6.29143e-06 1.291e-05 1.23082e-05 1.25484e-06 1.1527e-06 1.27608e-06 7.15203e-07 1.42718e-06 7.8613e-07 2.47149e-06 1.97635e-06 1.97771e-06 3.78027e-06 1.92805e-06 6.00532e-06 2.1138e-06 2.06677e-06 5.64315e-06 5.15345e-06 3.78991e-06 3.43325e-06 3.4121e-06 1.86364e-06 2.37573e-06
threshold=0.31278000000000006 0.13775000000000001 0.11522000000000002 -0.083894999999999983 0.11174500000000002 -0.086484999999999992 0.083715000000000026 0.085785000000000014 0.085485000000000019 -0.55276999999999987 -0.13847499999999999 -0.090569999999999998 0.056520000000000008 0.63397500000000007 0.088125000000000023 0.083150000000000016 0.088930000000000023 -0.081904999999999992 0.084835000000000008 0.035560000000000008 0.088060000000000013 -0.076814999999999981 -0.080104999999999996 -0.07359499999999998 -0.083654999999999993 0.11277500000000001 0.054355000000000007 -0.098469999999999988 -0.089079999999999979 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 8 -8 -1 -7 -11 -12 13 14 15 28 17 -16 -19 -18 -21 -22 24 25 27 -24 -25 -23 -13 -30
right_child=-2 -3 3 -5 -6 9 7 -9 -10 10 11 12 -14 -15 16 -17 19 18 -20 20 21 22 23 26 -26 -27 -28 -29 29 -31
leaf_value=-7.5741372738775682e-05 1.6777052223915234e-05 -1.5243212627142502e-05 2.7797312574356123e-05 -4.4176426208944192e-06 -1.8482974905964514e-05 -2.2659008594928312e-05 9.7967610581690682e-05 -5.7547593314666308e-06 2.3122908910141527e-05 2.3185250479617112e-05 -2.4320410739164801e-05 -1.7203658170335721e-05 -1.810171698624882e-05 2.6616723625920714e-05 9.7422533014780906e-06 -3.2452063853616852e-05 1.1833836235639793e-06 -5.2974669116727979e-05 -3.3567450212585222e-06 -5.1928040953238706e-05 -3.4812597405107227e-05 -2.2194909558947987e-05 6.3234380365389845e-05 4.3863803792125351e-06 -4.7187378421161459e-05 9.2798639282894645e-06 -3.3408728562362203e-05 2.1614962709008978e-05 -4.5919456502243199e-08 9.4056472915610076e-06
leaf_weight=20 21 39 28 31 24 25 20 30 34 21 22 48 22 20 21 21 1048 28 34 28 20 32 23 82 30 30 34 40 860 385
leaf_count=20 21 39 28 31 24 25 20 30 34 21 22 48 22 20 21 21 1048 28 34 28 20 32 23 82 30 30 34 40 860 385
internal_value=0 -1.13655e-07 7.91094e-08 1.08708e-05 -1.32986e-07 1.48984e-08 1.01737e-05 3.57342e-05 -1.34935e-05 -3.52712e-07 -1.56974e-07 -3.30307e-07 -1.42216e-07 -2.95134e-10 -1.92893e-07 1.5787e-06 -1.79832e-06 -1.67811e-05 -2.57648e-05 -8.88616e-07 -7.69569e-06 -3.43965e-06 -1.12431e-06 5.6602e-06 -1.23653e-05 3.26941e-05 -6.6915e-06 2.14391e-06 2.13141e-06 2.87685e-06
internal_weight=0 3100 3061 59 3002 2978 104 50 54 2874 2849 2828 2806 2784 2764 1314 1450 83 62 1367 319 291 271 169 102 53 116 72 1293 1245
internal_count=3121 3100 3061 59 3002 2978 104 50 54 2874 2849 2828 2806 2784 2764 1314 1450 83 62 1367 319 291 271 169 102 53 116 72 1293 1245
is_linear=0
shrinkage=0.1


Tree=4724
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1210 1213 1210 40 4 33 3 34 97 9 3 40 9 51 13 128 133 130 51 157 52 472 4 44 158 475 156
split_gain=5.38048e-07 1.00711e-06 1.15914e-06 5.58019e-07 3.14766e-06 1.055e-06 5.30888e-07 1.97514e-06 6.47221e-07 1.30838e-06 1.04561e-06 5.59329e-06 2.32675e-06 3.39397e-06 1.63064e-06 1.29118e-06 6.45248e-07 2.31352e-06 1.90797e-06 1.55845e-06 2.93313e-06 1.39748e-06 2.64889e-06 1.96032e-06 1.03048e-06 8.8783e-07 8.6895e-07 2.23793e-06 8.69288e-07 3.15232e-06
threshold=0.12461500000000002 0.10737500000000001 0.098655000000000007 -0.13847499999999999 -0.083944999999999978 -0.090569999999999998 -0.24620999999999996 0.63556000000000001 0.085305000000000006 -0.0063699999999999989 -0.057544999999999992 -0.063039999999999985 0.091600000000000015 -0.020429999999999997 -0.082294999999999993 0.081890000000000004 -0.22411499999999998 -0.076599999999999988 0.089745000000000005 0.090665000000000009 0.091285000000000019 -0.12463499999999998 -0.0045449999999999996 -0.23798499999999997 -0.19476999999999997 0.071150000000000005 0.099360000000000018 -0.47356499999999996 0.016915000000000003 0.097165000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 8 10 -10 11 14 15 -14 -8 16 17 -12 19 20 25 22 -18 -24 -23 -19 27 -26 -29 -30
right_child=-2 -3 -4 5 -6 6 7 -9 9 -11 12 -13 13 -15 -16 -17 21 18 -20 -21 -22 24 23 -25 26 -27 -28 28 29 -31
leaf_value=3.9834367496604543e-05 -1.6349316292689765e-05 1.9703994936347815e-05 -2.347397154759771e-05 -2.1888368147218983e-05 -1.1786229825466526e-05 1.6328539344385718e-05 9.0910558355972167e-06 -3.0578214394457365e-05 -3.051999721719767e-05 5.6514864706969102e-06 3.6431259584126313e-05 5.5625971227917558e-05 5.7461334368521682e-06 -5.0457874158382766e-05 -2.8025059618812522e-05 2.5133475580895762e-05 9.4729186885695742e-06 6.8758313541540985e-06 2.6491051632039953e-05 1.5169661700758085e-05 -4.1786218240634883e-05 2.0086945885002306e-05 -1.0027848986737808e-05 -4.8302062714355999e-05 3.0048077111132442e-05 -1.7486278409792465e-05 -1.6841214132909955e-05 2.8677027988248178e-07 4.5376670511489336e-06 -4.21894580085791e-05
leaf_weight=21 20 26 21 22 27 20 29 21 20 20 22 21 21 22 20 21 34 52 26 34 22 26 32 23 25 21 30 2358 42 22
leaf_count=21 20 26 21 22 27 20 29 21 20 20 22 21 21 22 20 21 34 52 26 34 22 26 32 23 25 21 30 2358 42 22
internal_value=0 1.05445e-07 -6.02665e-08 1.00731e-07 1.07978e-05 -7.00797e-08 9.0779e-08 -1.87875e-08 1.99272e-07 -1.24343e-05 3.73347e-07 1.24469e-05 7.50235e-08 -2.30094e-05 -6.05838e-06 4.30805e-07 2.43461e-07 6.08507e-06 1.77787e-06 -3.20308e-06 -9.77858e-06 -1.55446e-07 -1.24692e-05 -2.60334e-05 2.82399e-07 -1.32447e-07 7.45191e-08 2.81904e-07 -2.53434e-08 -1.15248e-05
internal_weight=0 3101 3075 3054 48 3006 2984 2964 2943 40 2903 70 2833 43 49 2790 2769 177 155 129 95 2592 89 55 2503 73 2477 2447 2422 64
internal_count=3121 3101 3075 3054 48 3006 2984 2964 2943 40 2903 70 2833 43 49 2790 2769 177 155 129 95 2592 89 55 2503 73 2477 2447 2422 64
is_linear=0
shrinkage=0.1


Tree=4725
num_leaves=31
num_cat=0
split_feature=156 52 1 1 52 475 157 484 475 475 42 1419 43 471 475 1429 43 475 475 160 4 46 1429 97 10 0 9 9 33 2
split_gain=5.81223e-07 8.55837e-07 2.40932e-06 2.16993e-06 6.18345e-07 6.02902e-07 4.70164e-06 5.68667e-06 2.04372e-06 1.82221e-06 1.09617e-06 8.16847e-07 1.30635e-06 1.23346e-06 7.97023e-07 7.7916e-07 2.79422e-06 8.53577e-07 3.50998e-06 3.17191e-06 9.20956e-07 7.16177e-07 9.03338e-07 8.15032e-07 1.23773e-06 7.09254e-06 4.3816e-06 2.01766e-06 9.46421e-07 1.35332e-06
threshold=0.3248100000000001 -0.55692499999999978 0.10439500000000002 0.096125000000000016 -0.55061999999999989 -0.085719999999999977 -0.086394999999999986 0.085740000000000011 -0.088719999999999979 -0.08483499999999998 0.084435000000000024 0.086890000000000009 -0.065269999999999981 0.086110000000000006 -0.084144999999999984 0.057970000000000008 -0.073404999999999984 -0.024084999999999999 -0.0029899999999999996 -0.086829999999999977 -0.0070899999999999991 0.10123000000000001 -0.12066499999999998 -0.086464999999999986 0.0036750000000000007 -0.080119999999999983 0.092890000000000014 0.091600000000000015 0.085305000000000006 -0.045829999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 -6 8 10 -7 -8 13 -13 14 -11 17 -17 19 -19 -16 -21 22 -20 -24 27 -26 -27 28 29 -25
right_child=-2 4 -4 -5 5 9 7 -9 -10 11 -12 12 -14 -15 15 16 -18 18 21 20 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=1.8451634355921172e-05 -1.5838036020083919e-05 -1.5509735911441919e-05 3.941353960336918e-05 -1.9603956288533639e-05 4.8787183715665543e-05 -2.6182111482571429e-05 -1.1516574091767022e-05 -5.0086428600479849e-05 3.61795264222478e-05 1.6697516506220772e-05 1.3715579944167105e-05 -3.0011057813918225e-05 4.9339435827278065e-06 2.029859724037427e-05 -4.4550184356921817e-05 -3.0131004963107911e-05 7.3524960534308953e-06 3.9223364531252352e-05 -2.0368334687439281e-05 1.6685123728166219e-05 -1.0010286080484679e-05 1.5888135410640252e-05 -2.0122431833442534e-05 2.4927305395811511e-05 5.875707897164672e-05 -4.1560994544521569e-05 1.9629490154329689e-05 -3.1095795059497635e-05 -1.9318581558763982e-05 9.293881821774637e-09
leaf_weight=31 23 26 21 29 22 27 36 20 21 28 33 23 20 30 20 37 43 23 22 24 28 28 20 22 23 22 25 21 25 2348
leaf_count=31 23 26 21 29 22 27 36 20 21 28 33 23 20 30 20 37 43 23 22 24 28 28 20 22 23 22 25 21 25 2348
internal_value=0 1.17579e-07 1.02614e-05 5.80989e-08 -1.5476e-07 -2.12831e-08 6.58619e-06 -1.85401e-06 8.86431e-06 -3.2635e-07 5.50978e-07 -7.98438e-08 -1.37576e-05 1.31035e-07 -8.82567e-08 -2.60355e-07 -9.98362e-06 3.30664e-08 3.32884e-07 -1.07062e-05 2.31067e-06 -1.70694e-08 -1.93235e-07 -1.61189e-08 1.45637e-07 1.32544e-05 -9.01286e-06 -2.34169e-07 3.64335e-08 2.406e-07
internal_weight=0 3098 81 60 3017 2991 132 110 90 2859 69 2832 43 2789 2759 2731 80 2651 2579 72 52 2556 2528 2506 2486 70 47 2416 2395 2370
internal_count=3121 3098 81 60 3017 2991 132 110 90 2859 69 2832 43 2789 2759 2731 80 2651 2579 72 52 2556 2528 2506 2486 70 47 2416 2395 2370
is_linear=0
shrinkage=0.1


Tree=4726
num_leaves=31
num_cat=0
split_feature=421 9 10 43 2 11 149 49 1373 150 1374 43 43 1374 43 484 133 484 1375 1 151 12 48 151 49 51 49 49 1427 16
split_gain=5.45012e-07 1.24334e-06 1.9626e-06 3.5623e-06 1.62309e-06 1.61945e-06 7.96087e-07 7.79238e-07 6.75904e-07 1.56955e-06 1.79884e-06 8.3616e-07 5.51493e-06 3.13601e-06 2.05166e-06 2.02088e-06 6.5319e-06 3.60053e-06 1.90863e-06 3.98428e-06 1.97669e-06 8.01003e-06 3.65687e-06 2.02593e-06 1.66388e-06 2.29989e-06 2.67434e-06 2.03829e-06 1.93255e-06 1.91844e-06
threshold=-1.0000000180025095e-35 0.092890000000000014 0.053330000000000009 -0.080419999999999978 -0.15339499999999998 -1.0000000180025095e-35 0.091325000000000003 -0.067649999999999988 -1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 -0.082389999999999977 -0.08287499999999999 0.086765000000000023 -0.082144999999999982 0.090535000000000018 0.089755000000000015 0.085740000000000011 0.060690000000000008 0.088875000000000023 -0.095084999999999989 0.083715000000000026 0.085325000000000012 -0.087864999999999985 -0.066019999999999981 0.087505000000000013 -0.085174999999999987 -0.016249999999999997 0.080970000000000014 -0.004174999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -3 -2 8 -8 -7 10 -10 12 13 15 -13 17 -17 24 20 -20 21 22 -16 -22 25 26 29 -26 -29 -12
right_child=1 4 3 -5 -6 6 7 -9 9 -11 11 14 -14 -15 18 16 -18 -19 19 -21 23 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-1.6454783028621024e-05 2.6035018301702924e-05 -3.7942020571790637e-07 8.9401734112470886e-06 -4.9372573828970249e-05 3.7840724035049794e-05 -1.6223417362198235e-05 -7.286993753620085e-07 -2.8001733485325528e-05 -2.8393802991062827e-05 2.7529773918542689e-05 7.3143162632233378e-06 -3.1820166484630176e-05 5.3672945657689569e-05 3.7277498715108478e-05 3.4792892667768604e-05 -4.1937168730567606e-05 2.7556357097290897e-05 3.6567684739942519e-05 5.3232638510962725e-05 -6.6493790509412072e-06 2.8590036140485609e-05 -6.5513416903622391e-05 -2.3674035828662456e-05 -6.419092475547722e-07 3.2444070695253853e-05 1.7973294270632325e-05 -5.140975745234755e-05 2.5830452700227451e-06 -2.9112714473740199e-05 -3.2410583698947449e-05
leaf_weight=20 24 25 20 22 20 25 22 20 22 21 31 21 21 24 23 38 21 29 20 25 24 23 20 1954 22 20 20 504 20 20
leaf_count=20 24 25 20 22 20 25 22 20 22 21 31 21 21 24 23 38 21 29 20 25 24 23 20 1954 22 20 20 504 20 20
internal_value=0 1.06126e-07 -1.36856e-07 -2.16046e-05 1.66073e-05 1.62296e-07 -4.53776e-08 -1.37159e-05 1.49385e-07 2.89419e-07 9.22975e-08 3.099e-07 3.13052e-06 1.71344e-06 -7.19425e-07 5.36147e-07 -1.72022e-05 2.10756e-06 -4.0678e-07 1.99649e-05 -8.55275e-07 -1.78796e-05 7.59897e-06 -2.87224e-07 5.38733e-07 -1.19802e-05 -2.04178e-05 2.62522e-06 1.37328e-06 -8.26408e-06
internal_weight=0 3101 3056 42 45 3014 2990 42 2948 2923 2902 2880 770 749 2110 725 59 666 2089 45 2044 66 43 1978 637 91 71 546 524 51
internal_count=3121 3101 3056 42 45 3014 2990 42 2948 2923 2902 2880 770 749 2110 725 59 666 2089 45 2044 66 43 1978 637 91 71 546 524 51
is_linear=0
shrinkage=0.1


Tree=4727
num_leaves=31
num_cat=0
split_feature=1429 474 448 447 447 156 1428 12 475 52 12 52 157 475 45 11 33 2 43 484 159 40 52 52 4 2 49 42 15 2
split_gain=5.16762e-07 1.19416e-06 5.18736e-07 1.67595e-06 7.20216e-07 5.64747e-07 3.65345e-06 2.52215e-06 3.83704e-06 3.58138e-06 3.87068e-06 1.96276e-06 1.04896e-06 8.62807e-07 7.55896e-07 2.64069e-06 1.68007e-06 1.13139e-06 2.75146e-06 4.77404e-06 5.31505e-06 2.55077e-06 2.25235e-06 2.32709e-06 4.87939e-06 1.64475e-06 5.607e-06 5.53813e-06 6.43159e-06 4.00431e-06
threshold=0.12521000000000002 -0.45463999999999999 0.068920000000000023 0.094005000000000019 0.089395000000000016 0.09747500000000002 -0.020064999999999996 0.092200000000000018 0.0071950000000000009 -0.53299999999999992 0.098330000000000015 -0.38533999999999996 -0.48214999999999997 -0.069854999999999987 0.094030000000000016 -1.0000000180025095e-35 -0.012019999999999998 0.11682500000000001 -0.24021999999999996 0.090535000000000018 0.10904500000000002 -0.049474999999999998 -0.23375999999999997 0.10263500000000002 0.0037800000000000004 0.10912000000000001 0.11308500000000002 0.089015000000000025 -0.07490999999999999 0.10774000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 11 10 -9 -7 -8 -13 15 -14 -17 25 -19 20 21 -20 -23 24 -24 29 27 28 -27 -18
right_child=-2 2 -4 -5 -6 7 12 9 -10 -11 -12 13 14 -15 -16 16 17 18 19 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.3868837247608187e-05 1.6022649981550787e-05 -4.2838932731683602e-05 -1.5993832294043388e-05 2.292886828740848e-05 -1.324070516403015e-05 3.3687416434986522e-05 2.1803895469929559e-05 -4.1396785564352793e-05 5.5298700644925709e-05 2.3623514285785721e-05 1.1120746215886397e-05 9.4569823563834952e-06 3.5398075115587011e-05 -1.4136437816740647e-05 -1.4315757224156533e-05 -2.7722171282882551e-05 5.5501948741310723e-07 2.8474937845534114e-05 8.7861015851901417e-06 -4.9093695060247021e-05 3.8747870342621568e-05 -4.4110871164340769e-05 3.259312353683137e-05 -3.3263933562141441e-05 -1.5082935632286221e-05 2.0750639311150144e-05 6.0220881155714782e-05 4.0881200378256235e-05 -3.0873960269094493e-05 -3.892147890907766e-05
leaf_weight=21 20 20 20 32 41 20 22 36 20 26 23 31 21 31 37 22 2191 22 61 26 26 23 28 35 92 43 20 30 55 26
leaf_count=21 20 20 20 32 41 20 22 36 20 26 23 31 21 31 37 22 2191 22 61 26 26 23 28 35 92 43 20 30 55 26
internal_value=0 -1.0334e-07 5.86978e-08 1.63616e-07 -7.69676e-08 1.0372e-07 -2.51626e-07 5.4244e-06 1.60261e-05 -7.2976e-06 -2.09238e-05 6.44738e-06 5.47576e-08 -2.33973e-06 -1.18731e-07 7.43195e-08 -2.00421e-07 2.56727e-08 -5.62428e-06 -8.20223e-06 -4.19024e-06 -8.86133e-06 -1.4909e-05 -1.05759e-05 -3.95852e-06 7.73426e-07 1.09802e-05 3.28629e-06 -8.22235e-06 9.20565e-08
internal_weight=0 3101 3080 3060 3028 2987 2800 187 102 85 59 82 2780 62 2758 2721 2700 2678 313 291 265 239 178 155 120 2365 148 128 98 2217
internal_count=3121 3101 3080 3060 3028 2987 2800 187 102 85 59 82 2780 62 2758 2721 2700 2678 313 291 265 239 178 155 120 2365 148 128 98 2217
is_linear=0
shrinkage=0.1


Tree=4728
num_leaves=31
num_cat=0
split_feature=11 142 147 147 474 1 52 474 13 1452 482 158 159 457 1 1 15 2 0 3 1 3 4 4 160 12 1 16 16 12
split_gain=5.39322e-07 7.5483e-07 8.50228e-07 1.35959e-06 6.7285e-07 2.79239e-06 4.833e-06 2.77165e-06 6.4624e-07 2.19275e-06 2.18823e-06 4.20556e-06 3.28621e-06 2.07646e-06 2.56811e-06 2.60243e-05 8.50027e-06 1.46803e-05 4.56224e-06 4.30145e-06 7.65304e-06 4.96485e-06 3.71076e-06 7.00491e-06 6.64332e-06 2.94985e-06 6.68529e-06 2.17694e-06 2.1836e-06 2.31153e-06
threshold=-0.072629999999999986 -0.057499999999999989 0.099730000000000027 0.093875000000000014 -0.090834999999999985 0.10234000000000001 -0.45478499999999994 -0.07636999999999998 -0.0013449999999999996 0.096800000000000011 0.090355000000000005 0.107145 0.108225 -0.081454999999999986 0.09202500000000001 0.094090000000000021 -0.093959999999999988 0.089320000000000024 -0.15599999999999997 -0.014944999999999998 0.084885000000000002 -0.05647499999999999 0.033845000000000007 0.08184000000000001 1.0000000180025095e-35 0.10149500000000002 0.10672000000000002 -0.101115 -0.088394999999999987 0.094070000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -6 -9 10 11 12 13 -10 16 -16 17 -15 -18 21 -21 27 24 -24 25 26 -17 -20 -29 -30
right_child=1 2 -4 -5 7 -7 -8 8 9 -11 -12 -13 -14 14 15 22 18 -19 19 20 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-1.5971590627963279e-05 -1.8349032337606663e-05 -6.0455217681010258e-05 1.5517955529907745e-05 -2.2710146102046847e-05 3.7606401965604166e-05 1.9314514138386587e-05 2.7648067268608816e-07 -6.7301457538034002e-07 -2.6583077361346627e-05 -2.6505759688006951e-05 3.0535167622380458e-05 -3.1826440649370748e-05 4.2217320209271173e-05 -0.0001006838616541989 0.0001185831785689862 -1.1275871855270287e-05 5.1154628986296307e-05 4.7743196415522661e-06 3.0307427526237848e-05 1.3765025852037417e-05 -7.2668920383875955e-05 5.301042538121692e-05 -6.4174286962952477e-05 9.3958624078320428e-07 6.1825468365365546e-05 -2.1157085092743894e-05 6.0899716886740943e-05 -2.7538066440404061e-05 -5.1034630525729582e-06 1.4806154970812008e-05
leaf_weight=21 22 20 36 26 20 25 38 2102 23 25 29 34 22 22 21 33 20 33 26 21 20 21 20 95 24 33 21 26 144 98
leaf_count=21 22 20 36 26 20 25 38 2102 23 25 29 34 22 22 21 33 20 33 26 21 20 21 20 95 24 33 21 26 144 98
internal_value=0 1.082e-07 2.40123e-07 5.93205e-08 2.55609e-07 -8.62332e-06 -2.06655e-05 5.06871e-07 2.52154e-07 2.65006e-06 3.57741e-06 2.54468e-06 4.16103e-06 2.96668e-06 3.96911e-06 1.20989e-05 -6.8999e-07 -3.7409e-05 4.68113e-06 2.07026e-06 -2.83979e-05 6.03596e-06 2.20439e-06 -1.03846e-05 1.5247e-05 2.39778e-06 1.67924e-05 2.68064e-06 4.28284e-10 2.95911e-06
internal_weight=0 3100 3078 3042 3016 83 58 2933 2913 811 786 757 723 701 678 247 431 55 376 356 41 315 226 115 111 87 54 294 268 242
internal_count=3121 3100 3078 3042 3016 83 58 2933 2913 811 786 757 723 701 678 247 431 55 376 356 41 315 226 115 111 87 54 294 268 242
is_linear=0
shrinkage=0.1


Tree=4729
num_leaves=31
num_cat=0
split_feature=9 3 33 9 34 11 130 1 375 1132 15 2 456 1371 133 1447 1447 133 133 1454 2 2 12 2 2 2 42 16 1210 13
split_gain=5.18177e-07 4.19706e-06 2.6287e-06 1.1227e-06 1.09552e-06 1.9172e-06 5.40112e-07 1.08947e-06 6.39921e-07 1.10181e-06 6.15723e-07 1.17924e-06 7.97409e-07 1.0753e-06 1.10528e-06 5.51648e-06 7.78446e-06 3.90368e-06 2.41337e-06 2.39951e-06 2.06153e-06 6.30782e-06 1.39713e-05 4.21133e-06 5.98945e-06 6.54257e-06 5.14276e-06 3.28002e-06 8.54422e-06 5.90775e-06
threshold=0.092235000000000011 -0.012939999999999998 -0.018454999999999996 0.086220000000000005 -0.08786999999999999 -1.0000000180025095e-35 -0.23123999999999997 0.16540500000000002 0.088915000000000008 1.0000000180025095e-35 0.17980000000000004 0.10381000000000001 -0.11319999999999998 0.086910000000000015 0.09112000000000002 -0.085684999999999997 -0.063929999999999987 0.090310000000000015 0.091580000000000009 0.10642000000000001 0.097220000000000015 0.10327000000000001 0.097325000000000009 0.093680000000000013 0.092365000000000017 0.090790000000000023 0.096610000000000015 -0.079504999999999978 -0.018549999999999994 -0.064619999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 -7 8 9 10 12 -12 -8 14 17 -16 -17 19 -18 -14 23 22 -22 24 25 27 -25 29 -29 -20
right_child=1 -3 3 -5 5 6 7 -9 -10 -11 11 -13 13 -15 15 16 18 -19 20 -21 21 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=3.6309665356384362e-05 -3.2387879803012988e-05 2.3259650167702881e-05 2.2853728556323665e-05 -2.3678115321672522e-05 -3.0175445066387988e-05 1.575653447864831e-05 -1.8192493763535824e-05 -2.3230796577990987e-05 -1.6803089308516726e-05 2.1219400208792648e-05 2.8911450698658537e-05 -4.6010671017679021e-06 9.571337231047396e-07 2.0355445156802981e-05 4.7535520870951593e-05 -6.5636667551145715e-05 -3.7601668464049001e-05 4.4901463370479183e-05 5.8777008771791036e-05 -2.4389389916211115e-05 -9.34311644814443e-05 7.3552750354022673e-07 1.583514815799638e-05 -6.6465288650111434e-06 -5.227206302151899e-05 5.1813227552581033e-05 5.9888554152656488e-05 -6.7925227204282052e-05 -1.7646618070730188e-06 -2.3482818882314407e-06
leaf_weight=20 33 23 21 20 21 22 24 20 22 25 21 21 2182 26 20 21 20 20 21 38 25 124 22 21 22 24 26 23 129 64
leaf_count=20 33 23 21 20 21 22 24 20 22 25 21 21 2182 26 20 21 20 20 21 38 25 124 22 21 22 24 26 23 129 64
internal_value=0 -9.53264e-06 1.74169e-07 -6.31744e-08 9.29575e-08 -6.61558e-08 1.4581e-07 2.98239e-08 1.88006e-07 3.16065e-07 1.3549e-07 1.21552e-05 -4.15184e-08 1.12521e-07 -7.53149e-08 -4.04045e-06 -5.94362e-06 9.19508e-07 -3.53756e-06 5.23274e-07 -2.17772e-06 -1.10889e-05 -4.22852e-05 2.43989e-06 -2.16382e-06 2.05986e-06 3.01601e-05 -2.97846e-06 -1.17758e-05 1.27533e-05
internal_weight=0 56 3065 3045 3025 3004 2983 2961 2941 2919 2894 42 2852 2828 2802 562 542 2240 521 2220 501 171 47 330 283 261 47 237 152 85
internal_count=3121 56 3065 3045 3025 3004 2983 2961 2941 2919 2894 42 2852 2828 2802 562 542 2240 521 2220 501 171 47 330 283 261 47 237 152 85
is_linear=0
shrinkage=0.1


Tree=4730
num_leaves=31
num_cat=0
split_feature=401 401 133 1209 4 1209 401 0 16 1210 2 1212 1212 2 1211 132 15 394 401 391 128 1212 132 51 12 50 15 132 4 132
split_gain=5.25798e-07 6.90898e-07 1.83073e-06 9.86446e-07 3.82889e-06 1.40575e-06 9.19454e-07 2.3667e-06 2.47542e-06 1.17708e-06 3.87058e-06 9.33472e-07 4.2494e-06 3.28717e-06 1.12363e-06 9.02034e-07 4.23101e-06 1.94853e-06 8.83407e-07 1.51947e-06 1.375e-06 3.62817e-06 1.96899e-06 1.19024e-06 2.08469e-06 2.69438e-06 2.32341e-06 9.22589e-07 2.11444e-06 1.80859e-06
threshold=0.13837000000000002 0.11769000000000002 -0.047229999999999987 -0.085894999999999985 -0.081609999999999988 -0.069599999999999981 -1.0000000180025095e-35 -0.072594999999999979 -0.072359999999999994 0.0028200000000000005 0.090310000000000015 -0.089544999999999986 -0.040879999999999993 0.087675000000000017 0.11048500000000001 -0.083284999999999984 0.091475000000000015 0.013605000000000001 0.10632500000000002 -0.086514999999999981 0.088865000000000013 0.090465000000000018 0.12527000000000002 -1.0000000180025095e-35 0.085250000000000006 0.090630000000000016 0.087960000000000024 0.093160000000000007 0.060330000000000002 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 7 8 -7 11 -11 13 -13 -8 15 16 -14 18 19 -17 22 23 27 -22 -25 26 -26 29 -29 -21
right_child=-2 2 -4 5 -6 6 9 -9 -10 10 -12 12 14 -15 -16 17 -18 -19 -20 20 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-4.5830271050189848e-05 -1.5770080443915157e-05 -6.7008078303842922e-06 2.9794125846280994e-05 2.1662429056353482e-05 1.3229165751513592e-05 -2.1662818802842989e-05 -3.4549181264639852e-06 -2.990735373739679e-05 2.1636014897437912e-05 -7.3285936284059242e-06 4.8274539016174026e-05 -4.6277008968900198e-05 -1.5843117570881787e-06 4.237140886328669e-05 1.7788156022626415e-05 -2.7714144199251223e-05 -4.8084063796109565e-05 2.2742047747813465e-05 1.901568635531703e-05 -3.3620043507095563e-07 2.1031341321354883e-05 4.7978139920295301e-05 -2.4499349793212093e-05 2.3519377580007794e-05 -5.0763479980343538e-05 1.5230562554358546e-05 -3.1389814557769572e-06 1.8929038092147957e-05 -8.265249445994801e-06 -2.2070436282844569e-05
leaf_weight=21 21 28 27 30 23 23 49 36 31 31 21 20 177 23 35 20 22 38 24 2094 27 21 34 22 21 23 20 73 47 39
leaf_count=21 21 28 27 30 23 23 49 36 31 31 21 20 177 23 35 20 22 38 24 2094 27 21 34 22 21 23 20 73 47 39
internal_value=0 1.06825e-07 1.12149e-05 -9.38136e-08 -1.49583e-05 1.24126e-07 -9.33593e-08 -1.00466e-05 3.19392e-06 2.17571e-07 1.51265e-05 -5.6471e-08 -3.50021e-07 1.1184e-05 -1.442e-08 -2.45023e-07 -6.72499e-06 2.70164e-07 -7.62589e-08 -2.63972e-07 -3.72044e-08 9.80824e-06 -6.14069e-07 2.71471e-06 -3.03585e-06 -1.21642e-05 -2.7532e-05 -2.53616e-07 8.27794e-06 -7.33592e-07
internal_weight=0 3100 55 3045 44 3001 2971 90 54 2881 52 2829 2757 72 2737 2702 199 2503 2465 2441 2421 134 2287 113 86 64 41 2253 120 2133
internal_count=3121 3100 55 3045 44 3001 2971 90 54 2881 52 2829 2757 72 2737 2702 199 2503 2465 2441 2421 134 2287 113 86 64 41 2253 120 2133
is_linear=0
shrinkage=0.1


Tree=4731
num_leaves=31
num_cat=0
split_feature=132 15 394 1186 0 12 3 15 1203 129 1210 1210 1210 160 1212 160 160 51 1447 1447 1447 160 131 1447 13 481 482 42 49 15
split_gain=6.70117e-07 1.56917e-05 7.76552e-06 2.40978e-06 5.77784e-07 8.72657e-07 1.47451e-06 1.07027e-06 9.78423e-07 5.44999e-07 5.32245e-07 6.55489e-07 6.6103e-07 5.69033e-07 2.06341e-06 2.05924e-06 1.97012e-06 4.56709e-06 1.82121e-06 2.3343e-06 1.81511e-06 1.61096e-06 1.77778e-06 5.96947e-06 5.47599e-06 2.6367e-06 1.94107e-06 2.4231e-06 1.79767e-06 2.20211e-06
threshold=-0.083284999999999984 0.091915000000000011 0.12358500000000001 0.0044650000000000011 -0.09515499999999999 0.11418000000000002 -0.080104999999999996 0.084905000000000022 0.084030000000000007 -0.082304999999999975 -0.42132499999999995 -0.14310999999999999 -0.094799999999999982 -0.092929999999999985 0.087615000000000012 -0.57146499999999989 -0.088854999999999976 -0.085989999999999997 -0.086359999999999978 -0.087654999999999983 -0.084894999999999984 -0.10151499999999998 0.089415000000000008 0.0030850000000000005 -0.081029999999999977 -0.063794999999999977 0.090355000000000005 0.099760000000000015 -0.009329999999999998 0.10347000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 -1 6 7 8 -6 -2 -11 -12 -13 14 15 -14 17 -15 19 -18 -20 22 23 25 -24 -17 27 28 -27 -30
right_child=2 -3 -4 -5 5 -7 -8 -9 -10 10 11 12 13 16 -16 21 18 -19 20 -21 -22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=1.0297461127463162e-05 1.3668034105272643e-05 7.8263813298917747e-05 -6.2499249834218064e-05 -3.6469680249172684e-05 -1.2120596746230619e-05 -2.0120042208523396e-05 2.2749249325462862e-05 -2.5380509175322786e-05 1.262030771503112e-05 1.4416712241654751e-05 -1.4941681478527851e-05 1.6802158706527933e-05 3.4581003212059097e-05 -5.7600007007749813e-05 -2.5348666270019748e-05 -3.441460394242313e-05 2.4470990151062972e-07 2.9599590782185481e-06 -2.4833157750993364e-05 4.4975312547421709e-05 -4.6698954151231809e-07 2.938304017913073e-05 -4.2765393823174241e-05 5.2560536103859105e-05 1.6206606397322652e-05 -1.6127995040733369e-05 2.6741259294325459e-05 -2.5426733600397711e-05 1.3860617650176679e-05 -2.0312232399274681e-05
leaf_weight=38 29 26 20 21 31 26 23 21 33 25 30 23 22 20 24 20 28 33 31 20 2216 22 32 24 31 35 31 32 132 22
leaf_count=38 29 26 20 21 31 26 23 21 33 25 30 23 22 20 24 20 28 33 31 20 2216 22 32 24 31 35 31 32 132 22
internal_value=0 5.33403e-06 -4.02531e-07 -4.49071e-06 -5.86302e-07 -3.67274e-06 2.86793e-07 -5.79128e-06 6.36432e-07 2.8397e-08 -1.10246e-07 -2.38667e-07 -8.10223e-08 -2.20955e-07 3.13698e-06 4.83339e-06 -8.31618e-07 -1.98929e-05 -3.91424e-07 1.88825e-05 -8.03149e-07 3.11569e-06 1.50599e-06 4.75249e-06 -1.37474e-05 5.34133e-07 3.30784e-06 2.08014e-08 4.32938e-06 8.97878e-06
internal_weight=0 219 2902 193 172 134 108 85 64 2882 2853 2828 2798 2775 427 403 2348 53 2295 48 2247 381 359 296 63 272 252 221 189 154
internal_count=3121 219 2902 193 172 134 108 85 64 2882 2853 2828 2798 2775 427 403 2348 53 2295 48 2247 381 359 296 63 272 252 221 189 154
is_linear=0
shrinkage=0.1


Tree=4732
num_leaves=31
num_cat=0
split_feature=132 1186 399 15 394 130 4 1176 131 131 480 42 480 13 15 13 160 2 128 12 12 15 403 47 402 401 133 1373 43 131
split_gain=5.42794e-07 1.50832e-05 7.13313e-06 1.60552e-06 1.03121e-06 6.47502e-07 9.09905e-07 5.33237e-07 5.55823e-07 4.5608e-06 1.71518e-06 5.09465e-06 1.76318e-06 1.64093e-06 4.15674e-06 1.89443e-06 1.75574e-06 1.87326e-06 2.19666e-06 2.30434e-06 2.08272e-06 2.95911e-06 2.46043e-06 1.46425e-06 9.45999e-07 2.30398e-06 2.1261e-06 9.29634e-07 6.67471e-06 1.26081e-06
threshold=-0.083284999999999984 0.0044650000000000011 0.091580000000000009 0.092400000000000024 0.090335000000000013 -0.22699999999999995 0.63113500000000011 0.086510000000000017 0.090690000000000007 0.090175000000000019 0.11191000000000002 0.092620000000000022 0.10344000000000002 -0.077944999999999987 -0.0072999999999999992 -0.074044999999999986 -0.016279999999999996 0.082850000000000021 0.088865000000000013 0.096475000000000019 0.095330000000000012 0.083935000000000023 -0.091194999999999984 0.085505000000000012 -0.44724499999999995 -0.47144999999999992 0.50628500000000021 0.081220000000000014 -0.083434999999999995 0.088315000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -2 7 8 9 10 12 -12 24 14 23 -15 -17 18 19 -18 21 -19 -23 -10 25 -7 27 29 -29 -26
right_child=2 -3 -4 -5 -6 6 -8 -9 13 -11 11 -13 -14 15 -16 16 17 20 -20 -21 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-5.276714556774011e-07 -1.7460227662100115e-05 8.3332521700702449e-05 -4.3989026321592192e-05 -2.7648763432807755e-05 2.1768020752946625e-05 8.2584293611786144e-06 1.9157532980898395e-05 1.5501891923783907e-05 -1.0620182822607696e-05 -4.5976526201808487e-05 5.6161433058150578e-05 -1.4360534208078338e-05 -2.7555852292001266e-05 -2.3265932873073326e-05 4.8944677993089362e-05 2.616534903998919e-05 -4.4141576264727136e-05 3.9881216909429159e-05 1.1429046354768009e-05 3.0102303639978349e-07 -1.6072700054792223e-05 -2.2591752519929289e-05 2.1413349302882263e-05 2.0016799466714678e-05 -3.4550808683990476e-07 -3.6032884135768954e-05 2.9581028290219065e-05 -5.8074543804174204e-05 1.1853244684108434e-05 1.6752169404942278e-05
leaf_weight=172 21 22 37 25 22 23 25 22 39 22 20 21 24 32 26 28 28 31 24 20 28 24 27 26 2180 24 24 21 39 44
leaf_count=172 21 22 37 25 22 23 25 22 39 22 20 21 24 32 26 28 28 31 24 20 28 24 27 26 2180 24 24 21 39 44
internal_value=0 4.80063e-06 -3.62276e-07 -3.96943e-06 2.01141e-07 3.42497e-08 1.64435e-07 -5.32769e-09 -1.28268e-07 -6.50888e-07 -2.38837e-07 2.00404e-05 -5.88332e-07 3.70428e-06 1.51518e-05 -6.00356e-07 2.85345e-06 -7.33e-07 -1.32729e-05 -2.56238e-05 7.47491e-06 1.55156e-05 7.05066e-07 1.63461e-06 -3.13504e-07 -1.43584e-05 -2.74941e-08 -3.38617e-07 -1.26215e-05 -7.24468e-09
internal_weight=0 219 2902 197 2865 2843 2822 2797 2775 2442 2420 41 2379 333 91 242 210 182 72 48 110 82 51 65 2355 47 2308 2284 60 2224
internal_count=3121 219 2902 197 2865 2843 2822 2797 2775 2442 2420 41 2379 333 91 242 210 182 72 48 110 82 51 65 2355 47 2308 2284 60 2224
is_linear=0
shrinkage=0.1


Tree=4733
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 403 1213 15 1210 1210 1212 13 12 1209 52 1204 132 3 1185 12 399 1204 132 120 1 120 130 3 3 42 15
split_gain=5.14668e-07 1.31395e-06 1.24469e-06 9.05365e-07 5.49667e-06 6.60882e-07 2.05879e-06 1.12428e-06 8.60383e-07 4.28457e-06 4.69077e-06 2.45127e-06 8.35457e-07 7.67721e-07 6.06401e-07 1.1214e-05 2.20415e-05 3.62174e-06 3.31174e-06 6.35989e-07 7.052e-07 7.9119e-07 1.57997e-06 1.16424e-06 2.84759e-06 1.36107e-06 7.69798e-07 3.42809e-06 1.67362e-06 1.09269e-06
threshold=0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.087714999999999987 -0.0047449999999999992 -0.24064499999999997 0.088060000000000013 -0.094799999999999982 -0.064799999999999983 0.08759500000000002 -0.0057949999999999989 0.091625000000000012 -0.064814999999999984 0.047850000000000011 -0.080929999999999988 -0.083284999999999984 -0.083344999999999989 -0.083264999999999992 0.088245000000000004 -0.075934999999999989 0.057120000000000011 -0.41127499999999995 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 -0.22461999999999996 -0.094874999999999987 -0.092174999999999993 -0.21468499999999999 0.10347000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 13 -7 9 10 -9 -11 -10 -5 15 16 18 -16 -14 -19 21 -21 23 24 25 -23 28 -28 -27 -30
right_child=-2 -3 -4 5 -6 7 -8 8 12 11 -12 -13 14 -15 17 -17 -18 19 -20 20 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=5.1083176666517311e-05 -1.3259805388676389e-05 2.0282723991726928e-05 -2.4348405271926564e-05 -6.8005670895910876e-06 -2.0442687441986479e-05 1.6985251311733662e-05 -2.554070944405304e-05 -6.6146584261635641e-05 1.5116682649587912e-05 3.5340880243562756e-05 1.5223545733533685e-06 -1.3031106100243052e-05 3.8516812039872732e-07 2.0575363396346803e-05 4.26892261748435e-05 -5.3256054858744995e-05 0.00010467868711884876 1.7737363796186402e-05 -5.0121608464905878e-05 1.431135440390407e-05 -1.7991381371922962e-05 2.6097126028616912e-05 -2.524100661139528e-05 2.1942701501605676e-05 -3.7769704636048122e-05 3.12165218842676e-05 -3.4481770827975801e-05 -4.2260418674344106e-07 3.4518195133159684e-06 -1.99428005587487e-05
leaf_weight=21 29 32 21 21 22 39 39 21 37 22 20 20 37 20 20 36 20 20 20 38 22 20 25 24 20 21 30 1978 405 21
leaf_count=21 29 32 21 21 22 39 39 21 37 22 20 20 37 20 20 36 20 20 20 38 22 20 25 24 20 21 30 1978 405 21
internal_value=0 1.24379e-07 -8.6427e-08 8.12274e-08 1.44885e-05 -1.25553e-07 -9.0924e-06 1.20451e-07 -1.08165e-07 -1.01416e-05 -3.31373e-05 1.23066e-05 1.89894e-07 6.55355e-06 -1.04292e-08 -7.18429e-06 1.43558e-05 2.96169e-07 -1.73365e-05 -2.69484e-08 -1.63387e-07 -1.14832e-08 -2.25425e-07 2.2844e-08 -1.88008e-07 1.15682e-07 -9.59793e-08 -9.31456e-07 3.65713e-06 2.29856e-06
internal_weight=0 3092 3060 3039 43 2996 80 2916 2877 83 41 42 2794 41 2757 113 77 2644 57 2624 2604 2582 2544 2519 2495 2475 2455 2008 447 426
internal_count=3121 3092 3060 3039 43 2996 80 2916 2877 83 41 42 2794 41 2757 113 77 2644 57 2624 2604 2582 2544 2519 2495 2475 2455 2008 447 426
is_linear=0
shrinkage=0.1


Tree=4734
num_leaves=31
num_cat=0
split_feature=132 1185 1203 156 475 153 474 39 33 1 47 47 9 3 47 0 13 13 150 12 151 3 2 403 3 4 133 12 4 51
split_gain=6.41107e-07 3.65887e-06 1.77812e-06 5.11509e-07 8.67609e-07 6.03175e-07 6.96746e-07 5.15088e-07 2.523e-06 1.37684e-06 1.05979e-06 6.085e-06 5.20868e-06 9.96915e-06 1.19072e-06 1.12476e-06 1.22301e-06 7.00847e-06 4.04335e-06 6.07822e-06 3.9484e-06 3.00163e-06 3.62045e-06 8.4183e-06 1.07884e-05 6.03516e-06 6.84583e-06 3.23388e-06 8.83252e-06 8.21191e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.3248100000000001 0.13528000000000004 0.086100000000000024 -0.25711499999999993 -1.0000000180025095e-35 -0.012019999999999998 0.08864000000000001 0.094160000000000008 0.096850000000000006 0.088235000000000022 -0.13309499999999996 0.090920000000000015 -0.24955499999999997 -0.085804999999999979 -0.085669999999999982 0.10874500000000002 0.084100000000000022 -0.09693499999999998 -0.081644999999999981 0.084885000000000002 -0.0059799999999999992 -0.08323499999999999 -0.081114999999999979 0.087985000000000022 0.088245000000000004 -0.077834999999999988 0.045645000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 9 -9 -8 12 -12 14 -14 15 -10 18 -18 20 -20 -17 22 23 -22 -25 -24 -27 29 -29 -23
right_child=1 3 -4 -5 -6 -7 7 8 10 -11 11 -13 13 -15 -16 16 17 -19 19 -21 21 27 25 24 -26 26 -28 28 -30 -31
leaf_value=-1.849036640147134e-06 4.1986242424519296e-05 1.6182169410630769e-05 -2.9230607217161579e-05 -1.4760060698988483e-05 2.0967712916899473e-05 -1.6427329137513882e-05 -9.7559933072426993e-06 -3.0569690877908015e-05 2.0235118319289071e-05 2.2540447574473629e-05 5.4126315726913767e-05 1.4571330065978948e-06 1.6641567044248605e-05 -7.2211256906484778e-05 2.3315395314553329e-05 -4.2327057863076333e-05 -5.9092023314276185e-05 -9.6254260540489844e-07 6.9735015304931119e-05 -6.4354488677054173e-06 -7.9916107435045491e-06 5.603567246464259e-07 -3.2635038450882494e-05 1.3604868174297737e-05 0.00011214219674343441 4.5121749129369469e-07 5.7863244159374588e-05 5.913780781189157e-05 -5.9130059980816446e-06 -4.5046012512382456e-05
leaf_weight=195 21 27 27 23 20 22 22 27 27 33 24 255 23 28 22 20 21 1682 22 20 35 164 37 25 20 90 27 28 82 52
leaf_count=195 21 27 27 23 20 22 22 27 27 33 24 255 23 28 22 20 21 1682 22 20 35 164 37 25 20 90 27 28 82 52
internal_value=0 3.96626e-07 -5.17923e-06 9.3158e-08 2.12816e-07 6.63971e-08 1.95392e-07 4.04589e-08 -1.52503e-07 9.62187e-06 1.51219e-07 5.98782e-06 -5.2029e-07 -3.21404e-05 1.58996e-07 -5.76032e-08 -2.93261e-07 -1.67935e-06 3.50177e-06 3.34634e-05 1.33213e-06 2.89139e-06 1.15328e-05 2.87907e-05 5.73992e-05 2.56767e-06 1.37001e-05 -3.31136e-06 1.06454e-05 -1.0419e-05
internal_weight=0 2899 222 2878 2855 2835 2813 2786 2731 55 2704 279 2425 51 2374 2352 2325 1703 622 42 580 560 234 80 45 154 117 326 110 216
internal_count=3121 2899 222 2878 2855 2835 2813 2786 2731 55 2704 279 2425 51 2374 2352 2325 1703 622 42 580 560 234 80 45 154 117 326 110 216
is_linear=0
shrinkage=0.1


Tree=4735
num_leaves=31
num_cat=0
split_feature=132 394 1203 10 0 12 9 129 16 16 3 402 16 0 3 403 16 1213 483 121 52 51 51 13 16 402 42 1213 401 48
split_gain=5.19293e-07 3.1929e-06 1.44028e-06 4.97322e-07 3.67405e-06 4.77401e-06 1.89785e-06 5.25578e-07 6.38111e-07 3.16445e-06 3.22564e-06 1.91027e-06 1.876e-06 9.24974e-06 8.76186e-06 5.92192e-06 5.50566e-06 2.66456e-06 2.0042e-06 5.95729e-06 1.90726e-06 2.47965e-06 6.34024e-06 2.36555e-06 2.61266e-06 3.6911e-06 6.32115e-06 4.04904e-06 1.19751e-05 2.24622e-06
threshold=-0.083174999999999985 0.11233000000000001 0.089005000000000015 0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.091600000000000015 -0.082304999999999975 -0.083539999999999989 -0.082179999999999989 -0.084144999999999984 0.15960500000000002 -0.088159999999999988 -0.083804999999999977 -0.082154999999999992 -1.0000000180025095e-35 -0.088704999999999992 0.12955000000000003 0.10143000000000001 -0.070209999999999981 -0.078224999999999975 0.0053700000000000006 0.089355000000000004 0.19762500000000002 -0.090054999999999982 0.094195000000000015 0.085010000000000016 -0.090764999999999985 0.081905000000000019 0.089670000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 -5 -6 7 -2 12 10 -10 -11 16 14 -14 -15 17 18 19 -9 -21 23 -23 24 25 27 -27 -22 -29 -24
right_child=1 -3 -4 4 5 -7 -8 8 9 11 -12 -13 13 15 -16 -17 -18 -19 -20 20 21 22 29 -25 -26 26 -28 28 -30 -31
leaf_value=-1.664132811735423e-06 1.371989876913306e-05 4.0174488931370432e-05 -2.6307548283613061e-05 4.06267640604104e-05 2.0489224651452876e-05 -3.7615494696952881e-05 -2.9398629736864348e-05 5.3872922039772673e-05 -2.5609184149288923e-07 7.5149002478824139e-07 5.5858419563308073e-05 -2.8896618922854857e-05 -4.9713369563164633e-06 4.5555629161147714e-05 -8.086214309451894e-05 -1.8998841158093086e-05 4.7741453169652705e-05 -3.4709312823603497e-05 -3.0578478254028595e-05 1.9712582965780714e-05 -3.4723065511099305e-05 -6.0438463384343774e-05 7.4681618036900925e-06 -3.1841756241523073e-05 3.4582954306287044e-05 -6.8926728654332696e-05 8.750953301469881e-06 8.2623433271517834e-07 7.0940837475483515e-05 -2.283196867665538e-05
leaf_weight=195 28 20 27 24 31 26 22 20 20 1784 21 22 32 30 29 27 23 24 22 40 27 25 63 22 23 20 22 386 26 40
leaf_count=195 28 20 27 24 31 26 22 20 20 1784 21 22 32 30 29 27 23 24 22 40 27 25 63 22 23 20 22 386 26 40
internal_value=0 3.56949e-07 -4.6613e-06 8.03424e-08 7.80501e-06 -6.01468e-06 -1.43281e-07 8.85699e-08 -5.03228e-08 1.01399e-06 2.84855e-05 3.90328e-07 -2.2321e-06 -1.39863e-05 -4.10506e-05 1.49772e-05 -4.60715e-07 -1.91946e-06 -8.50231e-07 6.57658e-08 -1.48487e-06 -2.78135e-06 -1.52636e-05 2.56162e-07 1.65726e-06 8.28521e-08 -2.82384e-05 2.7924e-06 5.25094e-06 -4.29888e-06
internal_weight=0 2899 222 2879 81 57 2798 2776 2748 1847 41 1806 901 118 61 57 783 760 736 714 694 654 128 526 504 481 42 439 412 103
internal_count=3121 2899 222 2879 81 57 2798 2776 2748 1847 41 1806 901 118 61 57 783 760 736 714 694 654 128 526 504 481 42 439 412 103
is_linear=0
shrinkage=0.1


Tree=4736
num_leaves=31
num_cat=0
split_feature=1204 1185 403 3 403 403 1210 1210 160 160 456 1212 133 133 160 15 481 484 159 133 2 159 51 0 50 13 160 51 1372 457
split_gain=5.41584e-07 6.38489e-07 6.63665e-07 6.41213e-06 1.2691e-06 1.34315e-06 1.10461e-06 7.37391e-07 5.22948e-07 2.73895e-06 1.71308e-06 1.52021e-06 1.79025e-06 3.60276e-06 2.70642e-06 8.38014e-06 6.44027e-06 2.46026e-06 7.16369e-06 3.63978e-06 4.45764e-06 2.30637e-06 1.2055e-06 1.40544e-06 1.47515e-06 1.19874e-06 1.19164e-06 6.75735e-06 4.4508e-06 1.52417e-06
threshold=0.053645000000000005 -0.10973499999999999 -0.5492149999999999 -0.085784999999999986 -0.5425549999999999 -0.5335399999999999 -0.3960249999999999 -0.094799999999999982 -0.090484999999999996 -0.088854999999999976 0.089295000000000013 0.087615000000000012 0.099660000000000012 0.090445000000000011 -0.54913999999999985 0.11601500000000002 -0.081539999999999987 0.10126500000000001 0.10713500000000002 0.085265000000000021 0.087470000000000006 -0.020314999999999996 -0.0046749999999999995 -0.10151999999999999 0.099595000000000017 -0.064619999999999983 -0.085764999999999994 -0.085604999999999987 -0.065504999999999994 -0.14249999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -7 -8 10 -10 11 12 13 14 16 17 -9 18 19 22 -21 -19 -16 -24 -25 -14 27 -11 -28 -30
right_child=-2 2 4 -5 5 6 7 8 9 26 -12 -13 25 -15 15 -17 -18 21 -20 20 -22 -23 23 24 -26 -27 28 -29 29 -31
leaf_value=-1.7939299905265216e-05 1.3371329587243962e-05 5.4318188336938395e-05 -2.5318952945099232e-05 -1.5962074006465091e-05 2.578343413915718e-05 -2.3071986919646968e-05 1.5285975719199349e-05 6.6435039550263113e-05 -3.3091541039399235e-05 5.7140725080402768e-05 -2.4432801022943423e-05 -1.9334844259551925e-05 -3.1542377564619527e-05 3.8863007865288909e-05 1.3657508157672465e-05 -5.413276198669337e-05 -8.470520553297926e-06 3.1687192732634787e-06 6.0408940621178218e-05 5.6425032163623167e-05 -2.1322671622888615e-06 -3.8531743813932526e-05 8.6529460628353814e-06 -3.2336018410292346e-06 -3.0819660620738808e-05 1.3037237149546855e-06 -4.1948790147636406e-05 -1.3985745868815096e-05 2.1681088319089595e-05 -6.407919096220008e-07
leaf_weight=20 30 21 20 34 20 21 31 22 26 22 22 26 20 34 31 25 24 36 26 26 26 21 33 42 36 25 26 34 31 2310
leaf_count=20 30 21 20 34 20 21 31 22 26 22 22 26 20 34 31 25 24 36 26 26 26 21 33 42 36 25 26 34 31 2310
internal_value=0 -1.29787e-07 -1.38023e-08 1.08722e-05 -2.1232e-07 -4.47194e-08 -2.18296e-07 -5.58837e-08 -2.18537e-07 -8.07507e-07 2.81807e-06 4.14151e-06 5.57098e-06 7.79336e-06 4.75782e-06 1.31604e-06 2.73539e-05 6.32044e-06 1.11175e-05 4.51146e-06 2.71464e-05 -1.21946e-05 -3.77739e-06 -8.64659e-06 -1.59656e-05 -1.32945e-05 -4.61083e-07 1.39568e-05 -8.0219e-07 -3.45201e-07
internal_weight=0 3091 3071 55 3016 2996 2976 2955 2924 2449 475 453 427 382 348 302 46 277 220 194 52 57 142 111 78 45 2423 56 2367 2341
internal_count=3121 3091 3071 55 3016 2996 2976 2955 2924 2449 475 453 427 382 348 302 46 277 220 194 52 57 142 111 78 45 2423 56 2367 2341
is_linear=0
shrinkage=0.1


Tree=4737
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 120 1 120 2 9 10 2 2 10 4 45 148 447 447 457 16 16 1 1 12 12 4 150 0 1208
split_gain=5.13868e-07 1.55657e-05 8.42535e-06 2.31844e-06 6.16034e-07 5.07388e-07 1.00554e-06 2.55604e-06 1.24676e-06 9.17249e-07 1.75077e-06 3.79159e-06 1.31533e-06 8.54974e-07 1.06257e-05 8.34759e-07 6.7966e-07 2.17304e-06 9.5956e-07 7.98434e-07 9.67747e-07 4.21906e-06 2.27755e-06 6.05563e-06 9.35197e-06 9.66499e-06 4.06425e-06 3.97547e-06 3.29543e-06 2.82783e-06
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.050879999999999988 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.092890000000000014 0.053330000000000009 -0.15339499999999998 -0.080614999999999978 -0.011559999999999999 0.053180000000000012 0.094030000000000016 -0.10069499999999999 0.094580000000000011 0.089635000000000006 0.41022000000000008 -0.073404999999999984 -0.076354999999999992 0.088975000000000012 0.094220000000000012 0.087695000000000009 0.092995000000000008 -0.0039549999999999993 0.084680000000000019 -0.067094999999999988 0.099975000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 7 8 9 10 12 -12 -6 14 -14 16 -15 18 19 20 21 22 27 24 -24 -26 -25 28 29 -18
right_child=2 -3 4 -5 5 -7 -8 -9 -10 -11 11 -13 13 15 -16 -17 17 -19 -20 -21 -22 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=-7.9541262807806976e-07 -6.2002088415366344e-05 8.2497221101517513e-05 1.5441531594171047e-05 -3.6725174539924409e-05 1.8328210819909613e-05 -1.4813910622805177e-05 2.0923094764483447e-05 -3.5693421582436711e-05 2.389554640765048e-05 1.5424764402077446e-05 9.5673277904833891e-06 -5.0524559420799573e-05 -5.4718169167244923e-05 1.4765943924999192e-05 3.5958651759907909e-05 -1.5968267680932514e-05 1.0663120644628485e-07 -3.273155210990808e-05 2.1154714456563607e-05 1.9144292421267232e-05 1.7110563670112429e-06 -3.4568804116693525e-05 -9.0689645921884229e-05 4.0449181047417528e-05 1.35093048670064e-05 -6.8650004710066459e-05 -4.1782954927759064e-06 4.1146784729789947e-05 3.0018084008689687e-05 -3.8080240515228076e-05
leaf_weight=176 22 23 26 20 39 23 23 20 22 38 21 21 28 32 24 32 638 20 22 22 1419 39 20 23 45 21 181 25 36 20
leaf_count=176 22 23 26 20 39 23 23 20 22 38 21 21 28 32 24 32 638 20 22 22 1419 39 20 23 45 21 181 25 36 20
internal_value=0 4.67096e-06 -3.52489e-07 -4.46171e-06 1.18446e-07 -2.11481e-08 9.90333e-08 -7.15341e-08 1.84003e-07 -4.59197e-09 -2.19517e-07 -2.04786e-05 9.72671e-08 -1.71341e-07 -1.28673e-05 8.30676e-08 2.83474e-07 1.00369e-07 3.61874e-07 1.78088e-07 8.9532e-09 -2.29571e-06 -1.04828e-06 -8.52919e-06 -3.07852e-05 -1.26323e-05 8.53234e-07 1.96905e-06 5.57748e-07 -1.05406e-06
internal_weight=0 219 2902 196 2880 2854 2831 2808 2788 2766 2728 42 2686 2647 52 2595 2563 2531 2511 2489 2467 1048 1009 290 86 66 204 719 694 658
internal_count=3121 219 2902 196 2880 2854 2831 2808 2788 2766 2728 42 2686 2647 52 2595 2563 2531 2511 2489 2467 1048 1009 290 86 66 204 719 694 658
is_linear=0
shrinkage=0.1


Tree=4738
num_leaves=31
num_cat=0
split_feature=10 0 1 33 51 42 132 1203 1185 1204 2 42 124 48 151 123 15 31 376 2 3 43 43 1373 1371 1452 43 4 4 150
split_gain=5.26977e-07 5.33635e-06 4.53306e-06 9.18237e-07 5.61583e-07 1.50945e-06 5.47229e-07 3.23898e-06 2.77735e-06 5.3023e-07 1.34556e-06 1.35151e-06 5.79459e-07 1.42358e-06 2.26516e-06 2.21509e-06 1.52383e-06 8.68978e-07 1.01938e-06 1.13208e-06 1.83219e-06 8.22193e-07 5.80139e-06 2.19884e-06 6.14845e-06 2.24377e-06 2.63077e-06 1.84539e-06 5.75956e-06 2.18342e-06
threshold=-0.011559999999999999 -0.10224499999999999 0.096860000000000016 -1.0000000180025095e-35 0.08955500000000001 0.087405000000000024 -0.083449999999999983 0.089480000000000018 -0.087384999999999977 -0.016569999999999994 0.080205000000000012 -0.067534999999999998 -0.082254999999999981 0.086425000000000016 -0.083919999999999981 0.085470000000000004 -0.095869999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.014944999999999998 -0.082389999999999977 -0.08287499999999999 0.081220000000000014 0.083235000000000017 0.088360000000000008 -0.084359999999999991 -0.0086549999999999978 -0.0065699999999999986 0.083340000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -4 7 -5 -8 10 -10 -12 13 14 -11 -15 -16 -14 -19 20 -20 22 23 24 25 26 27 -21 -29 -30
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leaf_value=-4.7605877996829804e-05 1.8284313877562193e-05 4.5324930570565079e-05 -3.4674158755478863e-05 -8.3830899035465564e-07 4.8790430701046721e-06 1.0361723807677508e-06 3.5857585052409296e-05 -4.3094600432596056e-05 2.7997615021983319e-05 4.2815150754904609e-05 -1.5962563025070645e-05 1.2245113456873053e-05 -2.0221760037615738e-05 -2.9456854580682075e-05 1.8649568274424117e-05 1.5015122577703248e-05 -8.961879812210473e-06 -1.889773991243946e-05 -2.7710375131088465e-06 5.0669411189119275e-06 3.8210790389712205e-05 -1.483737487816914e-06 5.5687802378088238e-05 -2.5906307856248217e-05 5.681198195816251e-05 3.3391152919648447e-05 -2.362551641977995e-05 -5.5262819953647772e-05 -6.8539405092151184e-06 2.3704037957941181e-05
leaf_weight=25 28 21 20 195 25 29 22 20 24 20 29 41 22 24 41 21 39 29 24 380 20 1729 20 29 20 20 46 22 106 30
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internal_value=0 -6.49818e-06 4.31964e-06 2.59832e-07 -7.317e-06 -1.35395e-05 9.00755e-08 -4.76913e-06 4.68875e-07 1.84316e-07 7.56466e-06 5.59076e-07 -7.82696e-08 6.06741e-06 1.27142e-05 -8.70327e-06 5.18899e-06 -4.35147e-07 -2.59266e-07 -3.8287e-08 1.58571e-05 -3.29459e-07 2.63599e-06 1.01113e-06 2.2621e-06 4.55809e-07 -6.72114e-07 1.29044e-06 -7.79227e-06 -1.1321e-07
internal_weight=0 120 95 3001 74 49 2973 215 2758 2736 94 70 2642 145 100 45 80 2497 2475 2446 44 2402 673 653 624 604 584 538 158 136
internal_count=3121 120 95 3001 74 49 2973 215 2758 2736 94 70 2642 145 100 45 80 2497 2475 2446 44 2402 673 653 624 604 584 538 158 136
is_linear=0
shrinkage=0.1


Tree=4739
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 130 1203 3 132 3 484 1453 474 1 12 0 474 52 1429 2 474 157 15 1373 43 150 1375 1429 42 457 457
split_gain=5.10467e-07 1.59186e-05 7.639e-06 2.67264e-06 5.09133e-07 6.33317e-07 6.71216e-07 1.15817e-06 1.01138e-06 5.06504e-07 6.36845e-07 6.38078e-07 2.6435e-06 6.92517e-06 2.30331e-06 2.23174e-06 4.71144e-06 1.43409e-06 1.31931e-06 1.26477e-06 6.18801e-06 3.19626e-06 1.88181e-06 9.76647e-06 1.18002e-05 2.80934e-06 1.58479e-06 1.02002e-06 7.90533e-07 1.96758e-06
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.014104999999999998 0.084545000000000009 -0.073309999999999986 -0.41094499999999995 -0.089519999999999988 -0.52850499999999989 0.087805000000000008 0.091180000000000011 0.10022000000000002 0.085635000000000003 -0.074479999999999977 0.088435000000000014 -0.023194999999999997 0.087700000000000014 0.11067500000000001 0.08393500000000001 -0.086284999999999987 -0.011859999999999997 1.0000000180025095e-35 -0.085739999999999997 0.088985000000000009 -0.42089999999999994 0.084885000000000002 0.088295000000000012 0.11612500000000002 0.098180000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 8 -8 -6 -4 11 15 13 -13 -14 19 -17 27 -16 22 -21 -22 25 -24 -25 -11 -23 -15 29 -27
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leaf_value=-1.0852193311923961e-05 -5.9053541818601926e-05 8.7440832088586404e-05 -1.5761452668812126e-05 -3.8785140259278708e-05 6.4878388271878341e-06 1.6245150140161128e-05 1.9961025094333662e-05 -9.6558480910734157e-06 -1.9436086412336889e-05 -3.5539288756519292e-05 1.3067382410793616e-05 -6.9065327224961947e-05 3.5650988047564168e-05 2.5166198645906876e-05 -2.2245132264028405e-05 4.6100775519966702e-05 -1.2915508250443963e-05 -1.7381121073707915e-05 1.0912385304046828e-05 -4.2715127794788437e-05 2.7397583678091023e-05 -3.3285204453932243e-05 -3.7780622828688052e-05 -6.2739654519342982e-06 0.00010105362591275481 4.4711246416977852e-07 5.6089032031278212e-06 -6.3889867305988448e-06 1.7063455855545077e-05 -2.8944396171937117e-05
leaf_weight=36 22 21 20 20 27 27 31 23 34 22 38 20 22 21 21 31 24 37 28 39 37 20 21 21 20 2345 22 20 28 23
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internal_value=0 4.65546e-06 -3.51331e-07 -4.1248e-06 -2.30382e-07 2.46247e-06 -7.73461e-07 7.34643e-06 -7.96156e-06 9.70886e-08 2.07987e-07 3.48276e-08 -5.92294e-06 -1.65683e-05 8.77071e-06 4.14346e-07 2.03482e-05 -3.10758e-06 -3.29798e-06 -7.65643e-09 -1.01228e-05 5.96712e-06 4.73627e-07 1.76762e-05 4.6081e-05 3.25352e-08 -1.29121e-05 9.77343e-06 3.59155e-07 1.61638e-07
internal_weight=0 219 2902 198 178 142 115 54 61 2880 2860 2822 169 98 71 2653 55 78 49 2598 118 79 2480 62 41 2418 42 41 2396 2368
internal_count=3121 219 2902 198 178 142 115 54 61 2880 2860 2822 169 98 71 2653 55 78 49 2598 118 79 2480 62 41 2418 42 41 2396 2368
is_linear=0
shrinkage=0.1


Tree=4740
num_leaves=31
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split_feature=132 1185 394 50 44 46 1426 157 47 0 0 0 47 0 47 148 447 1428 15 130 12 12 4 16 155 16 16 2 15 43
split_gain=5.12424e-07 4.20966e-06 1.34659e-06 6.18451e-07 5.07456e-07 1.97852e-06 8.01817e-07 1.97149e-06 7.90344e-07 3.94595e-06 1.25686e-05 4.74803e-06 3.0406e-06 6.10555e-06 1.85538e-06 9.27059e-07 1.34222e-06 8.06569e-07 7.81822e-07 7.73797e-07 9.20622e-07 6.40338e-06 9.71545e-06 3.01559e-06 5.23462e-06 2.48169e-06 6.85562e-06 6.76279e-06 2.69953e-06 2.4175e-06
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=174 21 28 21 27 20 28 31 26 33 20 21 180 20 26 29 23 27 35 20 1439 23 646 31 24 22 20 22 21 32 31
leaf_count=174 21 28 21 27 20 28 31 26 33 20 21 180 20 26 29 23 27 35 20 1439 23 646 31 24 22 20 22 21 32 31
internal_value=0 3.54593e-07 -4.63036e-06 -2.11296e-06 2.90835e-08 1.0225e-05 -1.43851e-07 -1.22125e-05 9.09133e-08 -5.00787e-06 -2.47366e-05 2.29177e-06 6.49293e-07 2.04801e-05 3.27466e-06 3.64755e-08 -1.85833e-07 6.68447e-08 1.20511e-06 -1.5911e-07 2.25363e-08 2.58651e-06 3.59388e-05 3.84762e-07 1.44038e-06 6.96986e-08 -1.27683e-05 -4.63541e-05 3.43195e-06 -1.04156e-05
internal_weight=0 2899 222 201 2878 48 2830 54 2776 274 74 200 2502 75 55 2427 2396 2369 53 2334 2311 872 54 818 794 772 126 41 85 53
internal_count=3121 2899 222 201 2878 48 2830 54 2776 274 74 200 2502 75 55 2427 2396 2369 53 2334 2311 872 54 818 794 772 126 41 85 53
is_linear=0
shrinkage=0.1


Tree=4741
num_leaves=31
num_cat=0
split_feature=1210 1210 1208 1209 132 1203 394 50 133 43 14 2 142 11 2 11 157 11 1 156 52 1420 472 1420 40 15 130 147 448 48
split_gain=5.28965e-07 5.4168e-07 5.55205e-07 1.18931e-06 5.57199e-07 1.53182e-05 7.2963e-06 2.94395e-06 6.06409e-07 6.5005e-07 6.18315e-07 3.89452e-06 3.60162e-06 1.5163e-06 1.35137e-06 7.50236e-07 2.93661e-06 3.58068e-06 3.35381e-06 1.92078e-06 5.54401e-06 8.28861e-07 3.06283e-06 1.12665e-06 7.53332e-07 8.23403e-07 1.19736e-06 8.19598e-07 1.79951e-06 1.19812e-06
threshold=-0.42132499999999995 -0.14310999999999999 0.11846000000000001 0.11495000000000001 -0.083284999999999984 0.089480000000000018 0.12358500000000001 0.10022000000000002 -0.50375999999999987 0.27194500000000005 0.078235000000000013 0.082850000000000021 -0.057499999999999989 -0.014494999999999999 0.086590000000000014 0.088215000000000002 -0.051074999999999988 0.094350000000000003 0.10727500000000002 0.12734000000000004 -0.54663499999999987 -0.08341999999999998 -0.080624999999999988 -0.078999999999999987 -0.24290999999999999 0.17980000000000004 -0.14750499999999997 0.097985000000000017 1.0000000180025095e-35 -0.091869999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 8 -3 -6 10 12 -12 -10 -14 -13 19 -17 -18 -19 21 -21 22 -15 -23 -25 26 -26 28 29 -28
right_child=1 2 -4 -5 6 -7 -8 -9 9 -11 11 14 13 15 -16 16 17 18 -20 20 -22 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=1.4487621207081247e-05 -1.3269397750594095e-05 3.3367507658857645e-07 1.5166080675044214e-05 -2.4408734952885427e-05 1.1258617538108714e-05 8.6067684966500187e-05 -6.0500208892335653e-05 -4.0214293303506569e-05 4.1568328309776486e-05 -1.7605704715606408e-05 -4.6844189282637674e-05 2.5316400933661501e-05 -2.6153259192473015e-05 -7.639828686478722e-06 -6.3898534879227534e-06 4.0948665793972731e-05 -3.6696670758828989e-05 4.2586159195872659e-05 -9.5890450341227873e-06 -5.9425282997835894e-05 1.3320929925116204e-05 -2.2541207648497551e-05 4.3228270333202093e-05 -1.9133967089146609e-05 2.1470915743730773e-05 1.5805662320310469e-05 -2.1538120773374641e-05 -1.8117396025900237e-05 2.7917955701369745e-05 5.2881843390140083e-08
leaf_weight=25 31 171 24 20 48 21 20 20 21 21 20 20 22 29 41 22 20 22 28 20 22 22 20 20 26 34 26 25 23 2237
leaf_count=25 31 171 24 20 48 21 20 20 21 21 20 20 22 29 41 22 20 22 28 20 22 22 20 20 26 34 26 25 23 2237
internal_value=0 -1.16988e-07 1.60382e-08 -1.03528e-07 5.73803e-08 5.00091e-06 -3.15717e-07 -3.91219e-06 1.15868e-07 -7.92622e-08 5.60523e-08 -8.54987e-06 3.20198e-07 -1.06696e-08 4.00564e-06 2.10878e-07 9.07978e-06 -9.3616e-07 1.3368e-05 -1.14976e-07 -2.13201e-05 2.46769e-07 1.31227e-05 -1.46979e-08 1.92572e-07 3.55597e-07 1.3082e-07 -1.09267e-07 8.76721e-08 -1.95181e-07
internal_weight=0 3096 3065 3041 3021 212 2809 191 2789 2741 2720 81 2639 2618 61 2596 92 70 50 2504 42 2462 49 2413 2391 2371 2337 2311 2286 2263
internal_count=3121 3096 3065 3041 3021 212 2809 191 2789 2741 2720 81 2639 2618 61 2596 92 70 50 2504 42 2462 49 2413 2391 2371 2337 2311 2286 2263
is_linear=0
shrinkage=0.1


Tree=4742
num_leaves=31
num_cat=0
split_feature=448 0 46 46 1428 15 15 1 1 15 133 12 42 1 9 124 39 13 16 16 132 1 1185 393 42 2 403 1 3 2
split_gain=5.24303e-07 1.48382e-06 5.77825e-07 1.2247e-06 8.83463e-07 6.77771e-07 6.1556e-06 2.68853e-06 3.34483e-05 1.25148e-05 1.83858e-06 2.34413e-06 2.10267e-06 1.62163e-06 1.51141e-06 1.40813e-06 1.34783e-06 1.54221e-06 1.30375e-06 1.59436e-06 1.27808e-06 1.62072e-05 7.33648e-06 4.14905e-06 1.02864e-06 8.97997e-07 1.39129e-06 8.79525e-07 1.10651e-06 3.46582e-06
threshold=0.068920000000000023 -0.26609999999999995 0.10987500000000001 0.083550000000000013 -0.070379999999999984 -0.10203999999999998 -0.099734999999999976 0.092695000000000013 0.097525000000000014 -0.10653 -0.13941499999999998 0.092255000000000018 0.087405000000000024 0.111945 0.08925000000000001 -0.058514999999999991 0.10076500000000001 -0.074044999999999986 -0.50690499999999983 -0.5009849999999999 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.10483000000000002 0.09858500000000002 0.097385000000000013 -0.089609999999999981 0.13534000000000004 0.11658 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 9 -9 10 -6 12 -12 15 20 -10 18 -18 -15 -20 21 23 -22 25 -21 26 -8 28 -24 -30
right_child=-2 2 -4 -5 5 6 14 8 13 -11 11 -13 -14 16 -16 -17 17 -19 19 24 22 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=2.5982210321341302e-05 -1.6139133031174427e-05 1.6247703288999302e-05 1.6861317690199939e-05 -2.4257897900627411e-05 2.2086381530341996e-05 -5.1289951079525055e-05 1.6967516733399991e-05 0.00012216000450280263 5.2447681203678568e-06 -8.131840371788712e-05 -3.4359476850909231e-06 -2.9391196578756166e-05 3.2815509166539412e-05 2.5287390923095344e-05 2.3583305748895959e-05 -2.7176140891340866e-05 -2.8311020972838521e-05 3.841573468110125e-06 -2.2953731577217695e-05 3.040157919882259e-06 -6.010741088262183e-05 7.5728945560920948e-05 -8.66536831418021e-07 -4.6349281369244147e-05 2.4765858668413585e-05 1.3880535037035748e-05 -1.3142362553353132e-05 -1.4565310743314007e-05 3.8599423081403327e-05 -5.3610320777652115e-06
leaf_weight=22 20 33 20 21 37 24 21 24 21 20 80 27 20 33 26 37 26 35 20 113 21 29 2127 22 27 37 57 45 29 47
leaf_count=22 20 33 20 21 37 24 21 24 21 20 80 27 20 33 26 37 26 35 20 113 21 29 2127 22 27 37 57 45 29 47
internal_value=0 1.04093e-07 -8.08109e-08 -1.9158e-07 -2.52229e-08 -2.03927e-07 -8.90929e-07 3.07915e-06 8.40017e-06 -6.6375e-06 2.46993e-06 -3.2451e-06 3.81434e-06 -3.50587e-07 -3.99431e-07 -1.54375e-05 3.09446e-06 -9.86281e-06 7.18977e-06 3.45713e-06 -6.55509e-07 7.81469e-06 -1.27519e-06 -6.56132e-06 7.23011e-06 1.05029e-06 -5.03586e-06 -7.256e-07 -4.429e-07 1.14134e-05
internal_weight=0 3101 3079 3059 3038 3005 2485 520 336 184 164 127 100 312 2461 58 254 61 193 160 2435 166 2269 137 140 115 78 2248 2203 76
internal_count=3121 3101 3079 3059 3038 3005 2485 520 336 184 164 127 100 312 2461 58 254 61 193 160 2435 166 2269 137 140 115 78 2248 2203 76
is_linear=0
shrinkage=0.1


Tree=4743
num_leaves=31
num_cat=0
split_feature=132 1185 1203 4 52 42 15 133 133 131 131 43 131 480 480 129 0 2 15 0 12 1456 160 1419 157 1420 11 12 155 155
split_gain=6.38198e-07 3.52357e-06 3.42184e-06 5.31293e-07 9.90211e-07 9.20559e-07 9.67895e-07 1.33862e-06 5.69852e-07 4.94068e-07 4.51862e-06 1.11757e-05 3.5243e-06 1.47687e-06 1.80624e-06 1.47304e-06 1.64319e-06 2.82785e-06 4.26957e-06 2.1326e-06 1.66032e-06 1.18078e-06 1.07336e-06 8.35932e-07 2.10493e-06 1.98481e-06 8.49938e-07 3.33164e-06 5.31252e-06 2.25035e-06
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.068329999999999988 0.088555000000000009 -0.074124999999999983 -0.10653 -0.40071499999999999 -0.015164999999999998 0.090690000000000007 0.089415000000000008 -0.082389999999999977 0.088315000000000018 0.11191000000000002 0.10344000000000002 0.080675000000000011 -0.080309999999999979 0.084305000000000005 -0.0072999999999999992 -0.077999999999999986 0.087445000000000009 -0.00059999999999999995 -0.074254999999999988 0.086505000000000012 -0.06482499999999998 -0.084814999999999988 0.088215000000000002 0.10149500000000002 0.11854500000000001 0.13657000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 8 -5 -7 -8 -1 10 12 -12 13 14 23 16 17 18 22 -18 -19 -21 -11 25 -25 -3 29 28 -28 -27
right_child=1 9 -4 5 -6 6 7 -9 -10 15 11 -13 -14 -15 -16 -17 19 20 -20 21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-9.7976014097054899e-06 4.0258396289904016e-05 -3.1995296603781752e-05 -4.4645995940300056e-05 1.2802217290961629e-05 2.3669093666068791e-05 2.8921945294592257e-06 -3.2590421398405548e-05 -1.8985380409975296e-06 9.9699366837739952e-06 -8.9246809147880425e-06 2.0574670287758291e-05 -8.0324869935319174e-05 3.1668437669785433e-05 1.9271389421766415e-05 -2.789420820098106e-05 -1.6179106291126707e-05 -2.3346317742406801e-05 -1.8260546314599704e-05 5.7904807590603014e-05 2.7088455681223422e-05 1.2744456398650073e-05 7.9565703679255757e-07 2.140715206288795e-05 3.1440789627725155e-05 -5.584302481806577e-06 -4.3801874310417139e-07 -6.5609654075160505e-06 -7.7978299381916625e-06 6.5453113495009138e-05 -3.3329473392638775e-05
leaf_weight=35 22 20 20 22 21 36 30 27 25 20 21 23 35 38 24 34 34 31 28 20 39 117 28 28 34 2195 20 52 21 21
leaf_count=35 22 20 20 22 21 36 30 27 25 20 21 23 35 38 24 34 34 31 28 20 39 117 28 28 34 2195 20 52 21 21
internal_value=0 3.89925e-07 -5.24418e-06 -1.22358e-06 4.98004e-06 -5.59309e-06 -9.94467e-06 -1.80522e-05 -1.56113e-06 8.56908e-08 -4.01717e-07 -3.21683e-05 1.60071e-07 -2.89498e-07 -5.97289e-07 3.60169e-06 5.72329e-06 1.35151e-05 2.68716e-05 -9.29321e-07 -9.86331e-07 4.63402e-06 8.76889e-06 -3.23292e-07 1.11367e-05 -6.28367e-07 -3.56674e-07 9.0087e-06 3.03243e-05 -7.49716e-07
internal_weight=0 2905 216 196 81 115 93 57 60 2883 2532 44 2488 2453 2415 351 317 146 76 171 70 137 48 2391 62 2329 2309 93 41 2216
internal_count=3121 2905 216 196 81 115 93 57 60 2883 2532 44 2488 2453 2415 351 317 146 76 171 70 137 48 2391 62 2329 2309 93 41 2216
is_linear=0
shrinkage=0.1


Tree=4744
num_leaves=31
num_cat=0
split_feature=156 472 132 1185 1203 1186 1213 42 128 130 15 12 4 10 16 13 33 33 45 142 150 4 447 447 2 97 9 40 1 0
split_gain=6.0406e-07 8.12316e-07 5.23271e-07 4.10812e-06 1.74463e-06 5.1339e-07 6.17035e-07 4.80961e-07 1.1302e-06 8.32587e-07 1.15265e-06 4.66301e-07 1.24671e-06 6.94904e-07 5.35753e-06 6.11515e-06 8.34052e-07 8.22673e-07 6.95662e-07 9.83707e-07 6.29839e-07 2.82527e-06 1.82059e-06 9.96218e-07 1.25621e-06 6.10292e-07 1.93402e-06 6.87015e-07 1.08783e-06 1.35287e-06
threshold=0.3248100000000001 -0.097514999999999977 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.0046349999999999994 0.085505000000000012 -0.021469999999999996 0.086950000000000013 0.11417500000000001 -0.066844999999999988 0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 -0.076384999999999995 -1.0000000180025095e-35 0.082285000000000011 0.094030000000000016 -1.0000000180025095e-35 0.12640500000000002 0.033845000000000007 0.094005000000000019 0.088380000000000014 0.10045500000000002 -0.084639999999999979 -0.013509999999999999 0.10394000000000002 0.11588000000000001 0.010870000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 8 9 10 -7 12 13 14 15 17 -15 -5 19 -18 22 -22 23 25 -25 -21 -27 28 -28 -30
right_child=-2 2 3 11 -6 6 -8 -9 -10 -11 -12 -13 -14 16 -16 -17 18 -19 -20 20 21 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=2.0208062051096934e-05 -1.6146187361142518e-05 1.0644775999632353e-05 4.4419437368300617e-05 -1.6355482818233634e-05 -2.8511058345278192e-05 2.8072456971131035e-05 -1.6548857141363747e-05 9.0203034208546325e-06 -2.5569174604243016e-05 -9.7991046729746189e-06 -5.4716653721698096e-06 -1.4154353343952688e-05 2.2836678613202822e-05 1.7741946814769309e-05 2.4985284719811969e-05 -6.9011991702912695e-05 2.1823118398363783e-05 9.9191255230834954e-06 -1.3729486125966005e-05 -1.6662453444518005e-05 6.6380115874510794e-06 -4.0477358234056736e-05 2.7733562357449656e-05 -3.3316838307655414e-05 2.1261905612846023e-06 2.812974723201478e-05 -2.8426502959722717e-07 -1.5689217589506707e-05 4.3103293668368712e-06 2.9197064532127118e-05
leaf_weight=20 23 30 21 26 27 20 30 37 20 37 21 23 24 27 33 21 21 22 36 21 35 20 24 20 20 25 2212 27 173 25
leaf_count=20 23 30 21 26 27 20 30 37 20 37 21 23 24 27 33 21 21 22 36 21 35 20 24 20 20 25 2212 27 173 25
internal_value=0 1.19864e-07 -1.06634e-08 3.52855e-07 -4.68728e-06 -1.3886e-06 -3.57649e-06 -6.93741e-07 -4.36129e-06 1.07663e-06 1.08913e-05 2.64359e-08 1.42424e-07 -5.29355e-08 -8.1545e-06 -2.4004e-05 2.54719e-07 -4.31295e-06 7.71502e-08 2.66643e-07 9.26666e-08 -1.04949e-05 3.21294e-07 6.05349e-08 -1.55953e-05 3.12744e-07 4.57536e-07 1.7366e-07 3.51377e-07 7.45259e-06
internal_weight=0 3098 3078 2856 222 195 165 135 98 78 41 2835 2812 2788 102 69 2686 48 2659 2623 2602 55 2547 2523 40 2483 2462 2437 2410 198
internal_count=3121 3098 3078 2856 222 195 165 135 98 78 41 2835 2812 2788 102 69 2686 48 2659 2623 2602 55 2547 2523 40 2483 2462 2437 2410 198
is_linear=0
shrinkage=0.1


Tree=4745
num_leaves=31
num_cat=0
split_feature=421 9 33 2 9 147 448 457 457 0 457 160 484 48 0 0 15 51 13 0 43 150 133 132 132 1444 132 129 2 52
split_gain=5.48224e-07 1.18961e-06 1.78701e-06 1.51757e-06 1.16594e-06 6.97016e-07 1.41971e-06 7.62411e-07 1.32546e-06 5.08814e-06 1.60971e-06 6.88515e-07 2.07792e-06 2.47686e-06 4.62521e-06 1.64172e-06 2.40388e-06 1.94671e-06 2.71853e-06 2.33384e-06 1.35956e-06 1.05202e-06 9.97689e-07 8.99505e-07 2.26407e-06 1.88433e-06 1.29701e-06 1.47079e-06 3.55458e-06 1.95866e-06
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.009184999999999997 -0.15339499999999998 0.085555000000000006 0.097985000000000017 1.0000000180025095e-35 0.41022000000000008 0.096470000000000014 -0.085669999999999982 0.091495000000000007 0.086075000000000013 0.068975000000000009 0.094195000000000015 -0.15202999999999997 -0.075934999999999989 -0.068899999999999975 -0.014565 -0.083364999999999981 -0.089964999999999976 -0.087324999999999986 -0.11226499999999999 -0.065894999999999981 0.093160000000000007 0.090050000000000005 -0.084274999999999989 0.097095000000000015 0.080675000000000011 0.094565000000000024 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 8 10 -10 11 21 13 14 -13 17 -17 -16 19 -19 -20 -4 -22 24 25 -23 -25 29 -29 -28
right_child=1 3 4 -5 -6 -7 -8 -9 9 -11 -12 12 -14 -15 15 16 -18 18 20 -21 22 23 -24 26 -26 -27 27 28 -30 -31
leaf_value=-1.6503194437973437e-05 -2.5278199190584668e-05 -1.7819626373238862e-07 2.0391314179645494e-05 3.6778702125275237e-05 2.2530746238534568e-05 -1.3527926832442687e-05 2.48502813064988e-05 1.6956956782311095e-05 -4.5344117912853633e-05 1.6090151537075423e-05 2.7633963899071594e-05 -5.4480193846922536e-05 2.3525139515830538e-05 1.7695277456368786e-05 2.3163301297505054e-05 2.6927900502674413e-06 -3.5922317970528779e-05 -4.8923252506938297e-06 -1.4042845831009681e-05 -4.8416494313518014e-05 -2.1696101248380729e-06 2.9143946214818783e-05 2.6477902801044335e-05 2.8142583469161769e-05 -2.6765585346311127e-05 -2.62823803999619e-07 -3.4783604992712343e-06 -4.2992640946977192e-05 1.4089473188505509e-05 2.3332701276659565e-05
leaf_weight=20 28 25 26 20 23 38 23 26 28 26 21 22 24 35 28 28 38 28 23 22 20 22 31 25 32 2286 55 20 24 54
leaf_count=20 28 25 26 20 23 38 23 26 28 26 21 22 24 35 28 28 38 28 23 22 20 22 31 25 32 2286 55 20 24 54
internal_value=0 1.06437e-07 -1.31236e-07 1.62471e-05 1.01299e-07 -7.03741e-08 1.01984e-07 -9.13619e-08 -2.43266e-07 -1.57647e-05 4.93858e-08 -1.54369e-07 -4.69369e-06 -7.15643e-06 -1.07806e-05 -6.37059e-06 -1.95402e-05 -6.52225e-07 -6.02992e-06 -2.4043e-05 6.14105e-06 3.79144e-07 1.52436e-05 1.72505e-07 -3.48781e-07 1.74834e-08 7.02537e-06 3.57484e-06 -1.18569e-05 9.80418e-06
internal_weight=0 3101 3056 45 3028 3005 2967 2944 2918 54 2864 2843 299 275 240 218 66 152 124 50 74 2544 51 2518 2340 2308 178 153 44 109
internal_count=3121 3101 3056 45 3028 3005 2967 2944 2918 54 2864 2843 299 275 240 218 66 152 124 50 74 2544 51 2518 2340 2308 178 153 44 109
is_linear=0
shrinkage=0.1


Tree=4746
num_leaves=31
num_cat=0
split_feature=448 0 44 1429 156 1429 51 457 150 457 156 457 15 157 49 4 43 1371 3 157 157 3 3 4 3 133 403 50 12 50
split_gain=5.19619e-07 1.30805e-06 5.69581e-07 1.23931e-06 1.27111e-06 8.44253e-07 5.4305e-07 2.08887e-06 1.71739e-06 7.91951e-07 1.97065e-06 1.28524e-06 1.25965e-06 7.60634e-07 5.82057e-06 6.28426e-06 3.32482e-06 2.80466e-06 8.20866e-06 1.40815e-06 1.26905e-06 1.00179e-06 4.43352e-06 2.69897e-06 7.57988e-06 1.61466e-05 9.06651e-06 2.34116e-06 2.76521e-06 2.10573e-06
threshold=0.068920000000000023 -0.26609999999999995 0.084760000000000016 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.123935 0.41022000000000008 0.076925000000000007 0.10487 0.087205000000000019 0.091495000000000007 -0.013104999999999999 -0.087184999999999985 0.08610000000000001 -0.0057249999999999992 -0.078469999999999984 0.083235000000000017 -0.083654999999999993 -0.085929999999999992 -0.084489999999999996 -0.081644999999999981 -0.081814999999999985 -0.078629999999999992 -0.028564999999999997 -1.0000000180025095e-35 -0.0047449999999999992 0.10352000000000001 0.09141500000000001 0.11028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 9 -8 11 -11 13 -13 14 15 16 -7 19 -19 -15 -21 22 27 24 25 26 -23 -22 29 -29
right_child=-2 2 -4 4 -6 6 8 -9 -10 10 -12 12 -14 17 -16 -17 -18 18 -20 20 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=2.4400732515707867e-05 -1.606687488674652e-05 -2.5034870525928453e-05 1.1938205490225347e-05 -1.7510313464949185e-05 2.506691709641018e-05 3.3580125947933527e-05 -1.3469737698162338e-06 2.8449190281557653e-05 -3.1800496137954973e-05 -3.6287682751208197e-05 7.5727033184929976e-06 6.4608133730611634e-07 3.571249893866479e-05 2.6430959380832067e-05 4.8143708974950846e-05 -5.0871199362683745e-05 -1.8716457320806514e-05 -7.2211797560157718e-05 1.7304765757823286e-05 -2.5298061664216225e-05 1.3861453953391631e-07 4.3035082550583567e-05 4.8788393796712627e-05 -6.0583731355783483e-08 4.5746701558271157e-06 -9.4237766021857775e-05 -4.0055808394440806e-05 2.6247150753988538e-05 4.1275890236919068e-05 -1.7687469930175819e-05
leaf_weight=22 20 20 39 28 20 31 117 26 22 20 21 21 20 20 27 22 20 20 21 20 1098 24 20 1160 108 30 29 20 31 24
leaf_count=22 20 20 39 28 20 31 117 26 22 20 21 21 20 20 27 22 20 20 21 20 1098 24 20 1160 108 30 29 20 31 24
internal_value=0 1.03629e-07 -6.99784e-08 -2.24031e-07 -5.97206e-08 -2.27231e-07 -6.4403e-08 2.35016e-07 -6.16696e-06 -2.63191e-08 -1.38226e-05 1.78181e-07 1.77517e-05 -8.6227e-08 8.47369e-06 -6.19879e-06 1.30717e-05 -4.12319e-07 -2.63619e-05 -5.80985e-10 -2.06755e-07 -9.49655e-09 2.10223e-06 -1.87426e-06 -1.28892e-05 -3.56134e-05 -2.42974e-06 1.30622e-06 1.84e-05 2.28281e-06
internal_weight=0 3101 3079 3040 3020 3000 2972 2833 139 2807 41 2766 41 2725 100 73 51 2625 41 2584 2564 2544 1193 1351 191 83 53 1173 75 44
internal_count=3121 3101 3079 3040 3020 3000 2972 2833 139 2807 41 2766 41 2725 100 73 51 2625 41 2584 2564 2544 1193 1351 191 83 53 1173 75 44
is_linear=0
shrinkage=0.1


Tree=4747
num_leaves=31
num_cat=0
split_feature=156 1428 2 474 14 3 42 49 474 474 12 13 1453 1447 1447 3 1447 1456 1455 482 482 484 12 15 484 2 42 484 482 4
split_gain=6.25648e-07 6.75399e-07 1.21697e-06 5.476e-07 1.66193e-06 4.11221e-06 1.7509e-06 1.9254e-06 2.43623e-06 1.05824e-06 2.37949e-06 4.36575e-06 1.31983e-06 1.38579e-06 5.37357e-06 4.43641e-06 1.92569e-06 1.24739e-06 1.61832e-06 1.28861e-06 4.67401e-06 3.85922e-06 3.1388e-06 1.80285e-06 2.32207e-06 1.28526e-05 7.28273e-06 2.43873e-06 1.71764e-06 1.31898e-06
threshold=0.3248100000000001 0.094820000000000015 0.10527500000000002 0.091180000000000011 -0.31455999999999995 0.084940000000000015 0.083935000000000023 0.10247500000000002 0.10674500000000002 0.087745000000000017 0.086700000000000013 -0.086254999999999984 -0.087504999999999986 -0.086424999999999988 -0.085754999999999984 -0.083489999999999995 -0.084334999999999979 -0.23007499999999997 -0.094999999999999987 0.098465000000000011 0.090355000000000005 0.10126500000000001 0.094375000000000014 -0.5556049999999999 0.085790000000000019 0.087015000000000023 0.083715000000000026 0.085435000000000025 0.081345000000000015 -0.50427999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 -5 6 -6 8 -8 12 11 -11 -1 15 -15 -14 -16 -18 -19 20 21 23 -21 -20 27 -26 -27 28 29 -25
right_child=-2 2 -4 4 5 -7 7 -9 -10 10 -12 -13 13 14 16 -17 17 18 19 22 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-2.0554492514366435e-05 -1.6432178927061614e-05 -3.941734879238842e-06 3.052549589483533e-05 1.3853955336214445e-05 1.9317703976816526e-05 -5.0153656907654797e-05 -3.791330873355037e-05 1.7308512906311079e-05 5.2964973132047276e-07 -8.8322842202615003e-06 -1.380242227545144e-05 5.0696064791314462e-05 4.8076997423777359e-05 -5.0575806129754281e-05 2.4986099364351471e-05 -2.8751294901023057e-06 1.8149678800074145e-05 -2.7989393233188561e-05 2.5387462431223996e-05 5.7171410945658062e-06 4.0102857402134449e-05 -3.5926168014460324e-05 -4.6550616079912292e-05 -1.3114894344956459e-05 -6.4727811754624679e-05 -2.9463338248660877e-05 4.0793870367552804e-05 3.5256108976682302e-05 2.8658990846625311e-05 3.6589003051093266e-07
leaf_weight=31 23 21 20 35 27 22 32 20 34 22 24 28 25 21 31 54 37 21 28 27 29 30 20 75 34 25 36 20 21 2248
leaf_count=31 23 21 20 35 27 22 32 20 34 22 24 28 25 21 31 54 37 21 28 27 29 30 20 75 34 25 36 20 21 2248
internal_value=0 1.21989e-07 1.28715e-05 -4.9006e-08 -5.56448e-06 -1.05989e-05 -2.89796e-06 -9.87265e-06 -1.81094e-05 2.75771e-07 1.208e-05 2.45036e-05 -3.47569e-08 1.93896e-07 -1.87662e-07 1.3249e-05 2.06876e-07 -8.28845e-08 -3.40958e-07 -1.17041e-07 1.85845e-07 -2.74065e-07 -1.65245e-05 1.55997e-07 -1.31307e-07 -1.54605e-05 1.19999e-05 4.84714e-07 1.8803e-07 -6.93484e-08
internal_weight=0 3098 41 3057 170 135 113 86 66 2887 74 50 2813 2782 2703 79 2682 2651 2614 2593 2546 2517 47 2487 2459 95 61 2364 2344 2323
internal_count=3121 3098 41 3057 170 135 113 86 66 2887 74 50 2813 2782 2703 79 2682 2651 2614 2593 2546 2517 47 2487 2459 95 61 2364 2344 2323
is_linear=0
shrinkage=0.1


Tree=4748
num_leaves=31
num_cat=0
split_feature=1209 1209 1209 1208 1208 4 4 4 133 15 42 43 481 402 2 0 41 12 12 159 16 42 160 13 0 13 0 157 1 52
split_gain=5.07198e-07 6.85796e-07 1.00314e-06 5.30353e-07 7.50976e-07 5.5164e-07 7.90862e-06 3.87993e-06 7.68972e-06 6.76835e-06 2.52665e-06 5.17786e-06 5.07615e-06 5.38372e-06 3.99502e-06 7.78324e-06 3.58987e-06 2.66654e-06 3.70092e-06 2.76936e-06 2.40346e-06 5.94065e-06 4.72893e-06 2.35768e-06 3.00885e-06 2.17658e-06 2.10097e-06 2.49161e-06 4.76842e-06 1.82022e-06
threshold=-0.14444499999999996 -0.085894999999999985 -0.077594999999999983 0.11531000000000001 0.106285 -0.081984999999999988 -0.082349999999999993 -0.080584999999999976 -0.023589999999999996 0.090325000000000003 0.091205000000000008 -0.029804999999999995 -0.086354999999999987 0.10708500000000001 0.082850000000000021 -0.086284999999999987 0.076195000000000013 0.099100000000000008 0.10463500000000002 0.10519500000000001 -0.014754999999999999 0.086135000000000003 -0.087429999999999994 -0.01163 -0.078904999999999989 -0.07743499999999999 0.12445000000000002 -0.0095499999999999977 0.10089500000000001 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 10 8 -7 -10 12 -12 -4 14 15 -14 17 19 -19 20 21 29 -22 -17 -25 -24 27 -27 -29 -16
right_child=1 2 3 -5 -6 7 -8 -9 9 -11 11 -13 13 -15 16 23 -18 18 -20 -21 22 -23 25 24 -26 26 -28 28 -30 -31
leaf_value=1.587368246873666e-05 -1.3279393778457933e-05 1.9255495347654992e-05 -4.4343735950220706e-05 -1.4058031316650428e-05 1.8864371276365654e-05 7.1254833286123662e-06 5.0883701516113436e-05 -5.7782996677036618e-08 -9.0645455268465665e-05 -1.0267003017361277e-05 7.3144522187304779e-07 6.1110562182875586e-05 -7.6057828858893122e-05 4.9718682870055397e-05 -1.5087391817690912e-05 2.2608201565855692e-05 4.3282043079670985e-05 -5.5188985752465671e-05 2.0289119045348625e-06 -2.6815203430790767e-05 5.9373107396822896e-05 -5.4064295309217417e-05 3.6663008193665355e-05 -4.7589915866410599e-05 1.5649205007514066e-06 3.5558250480486701e-05 -2.0542651603439785e-05 -2.2945761237451734e-05 2.9306560498943943e-05 7.8037093093178442e-06
leaf_weight=20 39 27 27 27 21 45 32 2162 22 20 49 20 20 21 44 21 20 20 26 30 20 20 22 20 33 27 30 40 31 165
leaf_count=20 39 27 27 27 21 45 32 2162 22 20 49 20 20 21 44 21 20 20 26 30 20 20 22 20 33 27 30 40 31 165
internal_value=0 -1.0238e-07 6.5453e-08 -1.05266e-07 1.99752e-08 -1.1251e-07 2.25983e-06 -8.90983e-07 -2.15965e-05 -5.237e-05 5.59141e-08 1.82326e-05 -1.91299e-06 -3.49112e-08 -1.80881e-06 -2.07079e-05 1.78011e-06 3.26553e-08 -2.28484e-05 2.48611e-06 4.68921e-06 -1.9979e-06 1.36971e-05 -5.74843e-06 -1.69841e-05 7.60702e-06 2.61302e-06 9.70149e-06 -1.31367e-07 2.98453e-06
internal_weight=0 3101 3062 3035 3008 2987 738 2249 87 42 706 69 637 610 589 94 495 475 46 429 399 229 170 74 53 150 128 98 71 209
internal_count=3121 3101 3062 3035 3008 2987 738 2249 87 42 706 69 637 610 589 94 495 475 46 429 399 229 170 74 53 150 128 98 71 209
is_linear=0
shrinkage=0.1


Tree=4749
num_leaves=31
num_cat=0
split_feature=132 394 1203 403 3 3 1210 1210 1176 1420 157 1429 11 12 1 156 9 10 39 2 3 1425 147 150 49 448 147 1429 1429 1455
split_gain=5.2443e-07 3.29562e-06 1.48048e-06 5.654e-07 3.84611e-06 9.1521e-06 1.05222e-06 9.05015e-07 5.23068e-07 4.99392e-07 1.46459e-06 5.76191e-07 4.88057e-07 2.76842e-06 1.65005e-06 1.28788e-06 8.71503e-07 1.97089e-06 3.73269e-06 1.35395e-06 1.57041e-06 8.23722e-07 5.6489e-07 9.20645e-07 4.66443e-06 1.44426e-06 7.60565e-07 7.36315e-07 1.03936e-06 7.22879e-07
threshold=-0.083174999999999985 0.11233000000000001 0.089005000000000015 -0.53960999999999981 -0.085784999999999986 -0.083154999999999993 -0.3960249999999999 -0.094799999999999982 0.086510000000000017 0.056520000000000008 0.63397500000000007 0.11635000000000001 0.090070000000000025 0.10149500000000002 0.11103500000000001 0.12734000000000004 0.092235000000000011 0.0036750000000000007 0.089200000000000015 -0.033169999999999991 -0.034684999999999994 0.082985000000000017 0.099730000000000027 0.12640500000000002 -0.045154999999999994 1.0000000180025095e-35 0.089995000000000019 0.091465000000000005 0.087700000000000014 -0.092919999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 -6 -5 -8 9 10 11 12 15 -14 -15 16 17 19 -19 20 -9 22 23 25 -25 26 27 28 29 -21
right_child=1 -3 -4 6 5 -7 7 8 -10 -11 -12 -13 13 14 -16 -17 -18 18 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.6455917643608514e-06 4.3968417505042952e-05 4.0811654644130618e-05 -2.663056933400825e-05 -2.1460090809578896e-05 -5.9892054268857463e-05 2.3681268612563147e-05 1.7291837521042906e-05 1.2178308679722251e-06 1.4526826945863527e-05 -1.4973918349942719e-05 2.6784434348883229e-05 -1.3931537040251339e-05 3.1447568224128495e-05 -2.9221418812994671e-05 8.1150327128727509e-06 -1.9507994594667775e-05 -1.6095922215112406e-05 5.2842357454210295e-05 -6.2275477672380436e-06 1.0727550938161401e-05 -3.8410612840493745e-05 1.4966707830252645e-05 1.2523588247859152e-05 1.5202634958094913e-05 -4.4741809833794836e-05 2.3743216635551789e-05 -1.6241062994595267e-05 1.3407833471436066e-05 -1.8344508680456785e-05 -4.9509911150784611e-07
leaf_weight=195 22 20 27 23 20 38 30 20 24 23 20 31 30 20 29 35 34 20 23 59 20 36 34 27 25 25 30 39 32 2110
leaf_count=195 22 20 27 23 20 38 30 20 24 23 20 31 30 20 29 35 34 20 23 59 20 36 34 27 25 25 30 39 32 2110
internal_value=0 3.58706e-07 -4.68431e-06 7.76856e-08 8.3669e-06 -5.13712e-06 -1.59234e-07 1.72503e-08 -1.71474e-07 -3.0107e-07 -1.76033e-07 -3.77305e-07 -2.18627e-07 7.52322e-06 -7.12434e-06 -4.56698e-07 -1.93559e-07 2.27134e-08 2.12468e-05 -3.4873e-07 -1.85964e-05 -4.67416e-08 -2.7374e-07 -4.5913e-07 -1.36168e-05 -1.61004e-07 -4.24266e-07 -2.12434e-07 -4.53775e-07 -1.89826e-07
internal_weight=0 2899 222 2879 80 58 2799 2776 2746 2722 2699 2679 2648 79 49 2569 2534 2500 43 2457 40 2417 2381 2347 52 2295 2270 2240 2201 2169
internal_count=3121 2899 222 2879 80 58 2799 2776 2746 2722 2699 2679 2648 79 49 2569 2534 2500 43 2457 40 2417 2381 2347 52 2295 2270 2240 2201 2169
is_linear=0
shrinkage=0.1


Tree=4750
num_leaves=31
num_cat=0
split_feature=448 447 34 10 10 9 132 1203 1185 50 2 2 3 2 157 4 13 151 1 49 16 0 0 2 41 12 12 4 2 3
split_gain=5.27373e-07 1.27179e-06 5.14803e-07 8.93747e-07 1.48464e-06 1.91331e-06 5.46004e-07 1.54396e-05 7.77561e-06 2.36309e-06 5.28672e-07 5.21826e-06 6.88856e-06 3.52129e-06 1.53341e-06 1.48446e-06 2.78304e-06 2.553e-06 3.24677e-06 6.72294e-06 6.31019e-06 2.52448e-06 1.89905e-06 4.01241e-06 1.71735e-06 1.53491e-06 1.68525e-06 1.71304e-06 7.90371e-06 6.08487e-06
threshold=0.068920000000000023 0.097325000000000009 -0.112215 0.11294000000000003 0.053330000000000009 0.08925000000000001 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.10584500000000001 0.10699500000000002 -0.063074999999999978 0.10497000000000002 0.11933000000000001 0.066685000000000008 -0.17933499999999997 1.0000000180025095e-35 0.096475000000000019 0.088595000000000021 -0.50339499999999993 0.16094000000000003 0.089620000000000019 0.095195000000000016 0.08690500000000001 -0.095379999999999979 -0.091274999999999981 0.053180000000000012 -1.0000000180025095e-35 -0.077644999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 9 -8 -4 13 12 -12 15 -13 16 -10 18 19 20 -17 22 24 -24 25 -18 -27 28 -28 -29
right_child=-2 -3 3 -5 -6 -7 8 -9 10 -11 11 14 -14 -15 -16 17 21 -19 -20 -21 -22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-1.2884442802744396e-05 -1.6186305228984564e-05 2.4630131078343505e-05 -1.0437410122088703e-07 1.8528785529689723e-05 -2.0869799541020149e-05 2.769370527676074e-05 -5.9678121942852158e-05 8.8434070157745743e-05 -3.5869176066295371e-05 -3.6399760956555839e-05 4.0404935316473712e-06 -1.4448259833474538e-06 -7.8956836277939145e-05 3.810212605367269e-05 1.9546744230152595e-05 1.6078140484410144e-05 2.7255406114688542e-05 -2.40164993079989e-05 -1.5099105326044082e-06 -4.2145659959621691e-06 8.9377578747782698e-05 3.5244386745034716e-05 1.0022314728259864e-05 -5.1088157537874804e-05 -2.7121535276819488e-05 -2.571860205353005e-05 5.6848985719625493e-05 5.7370502049923837e-06 1.8787017168047306e-07 -6.1279488365926225e-05
leaf_weight=31 20 21 174 26 34 25 22 20 22 20 20 585 20 25 37 24 21 21 80 39 23 20 21 22 23 25 25 42 1613 20
leaf_count=31 20 21 174 26 34 25 22 20 22 20 20 585 20 25 37 24 21 21 80 39 23 20 21 22 23 25 25 42 1613 20
internal_value=0 1.04401e-07 -6.28197e-08 6.75411e-08 -9.1239e-08 1.45118e-07 -8.72419e-08 4.77815e-06 -4.65858e-07 -3.84617e-06 1.16601e-08 -2.44761e-06 -3.74582e-05 7.99675e-07 -1.96131e-07 3.42761e-07 -5.13741e-07 8.8345e-06 1.29904e-05 2.6479e-05 5.19481e-05 -8.91672e-08 -4.79162e-07 -2.12435e-05 2.55674e-08 3.83175e-07 5.60351e-08 4.35074e-07 1.05266e-06 -1.58812e-05
internal_weight=0 3101 3080 3049 3023 2989 2964 214 2750 194 2728 662 40 2066 622 2041 1854 187 166 86 47 1832 1812 43 1769 1746 1725 1700 1638 62
internal_count=3121 3101 3080 3049 3023 2989 2964 214 2750 194 2728 662 40 2066 622 2041 1854 187 166 86 47 1832 1812 43 1769 1746 1725 1700 1638 62
is_linear=0
shrinkage=0.1


Tree=4751
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1210 0 0 132 12 3 1186 15 1429 1417 156 155 2 155 49 155 12 475 475 156 475 1371 4 475 45 11 33
split_gain=5.15532e-07 3.98315e-06 2.01568e-06 5.08118e-07 5.07325e-07 6.05883e-07 1.15236e-06 8.71026e-07 1.67662e-06 5.91333e-07 5.08716e-07 5.02224e-07 1.28371e-06 1.09449e-06 1.29535e-06 2.01242e-06 1.11747e-06 9.98036e-07 8.95166e-07 8.28125e-07 6.63999e-07 1.2329e-06 2.51976e-06 2.25653e-06 2.27402e-06 4.16373e-06 1.6759e-06 5.91311e-07 3.04227e-06 1.95189e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.42132499999999995 -0.098289999999999975 -0.091354999999999978 -0.43443999999999999 0.11418000000000002 -0.077644999999999978 -0.010834999999999999 0.084655000000000022 0.12521000000000002 -0.080324999999999994 0.3248100000000001 0.11245500000000001 0.10803500000000001 0.099270000000000011 0.093655000000000002 0.088740000000000013 0.094435000000000005 -0.10664 -0.086304999999999979 0.08618000000000002 -0.085754999999999984 0.083235000000000017 -0.0024449999999999997 -0.085024999999999989 0.094030000000000016 -0.011194999999999998 -0.012019999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 -1 -6 -7 8 9 -8 -11 12 -5 14 16 19 18 -18 20 -16 -14 22 -22 -23 26 -26 -25 28 -28 -30
right_child=1 3 -4 11 5 6 7 -9 -10 10 -12 -13 13 -15 15 -17 17 -19 -20 -21 21 23 -24 24 25 -27 27 -29 29 -31
leaf_value=-1.35554823827988e-05 4.3749196733447855e-05 1.4233451584004797e-05 -3.025201852627409e-05 -2.4258696870757294e-05 1.6453379174146738e-05 -2.3643300028197701e-05 1.280075506050101e-05 -1.6917148520860792e-05 3.1125482668617874e-05 2.5569691691392413e-06 -1.5951677606709482e-05 1.5705512887507214e-05 -1.4202572095779364e-05 -2.3318394714806348e-05 1.5673103197596821e-05 3.9579472511485663e-05 -2.9732527946180201e-05 1.188331571895452e-07 1.7265174892600044e-05 -1.1764836430798328e-05 9.3562892375519465e-08 -3.2911721072672489e-05 4.3219215776844066e-05 -2.5154089517956084e-05 5.5921870927022614e-05 -8.6050957952465976e-06 3.4791117228451189e-05 -1.2650862002349617e-05 -2.8649504967385536e-05 1.202641157866549e-08
leaf_weight=28 21 25 27 22 22 20 24 20 21 33 27 20 33 20 22 21 24 21 30 22 42 21 20 27 20 20 25 37 24 2382
leaf_count=28 21 25 27 22 22 20 24 20 21 33 27 20 33 20 22 21 24 21 30 22 42 21 20 27 20 20 25 37 24 2382
internal_value=0 3.55659e-07 -4.64439e-06 3.90275e-08 -1.09872e-06 9.8984e-07 -1.35635e-06 2.20956e-06 5.85274e-06 -4.65443e-07 -5.77192e-06 -8.53541e-08 -1.96832e-07 -8.51447e-09 1.58522e-07 1.411e-05 -1.74144e-07 -1.58019e-05 8.81642e-08 1.95413e-06 -1.06219e-07 7.14659e-08 1.40051e-05 -2.66517e-07 3.91713e-09 2.36584e-05 -3.75313e-07 -1.04232e-07 8.67284e-08 -2.73874e-07
internal_weight=0 2899 222 2878 195 167 145 125 105 84 60 2853 2833 2811 2791 65 2726 45 2681 44 2651 2618 62 2556 2535 40 2495 2468 2431 2406
internal_count=3121 2899 222 2878 195 167 145 125 105 84 60 2853 2833 2811 2791 65 2726 45 2681 44 2651 2618 62 2556 2535 40 2495 2468 2431 2406
is_linear=0
shrinkage=0.1


Tree=4752
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 10 0 10 39 9 33 45 49 3 43 2 2 2 13 49 42 2 1186 129 2 13 2 0 15 15 16
split_gain=4.95767e-07 1.60359e-05 7.31126e-06 2.97903e-06 5.17074e-07 4.91314e-06 3.87378e-06 1.2055e-06 7.41576e-07 4.58983e-06 6.04794e-07 6.21853e-07 3.12467e-06 8.85644e-06 7.86225e-06 3.99091e-06 1.74279e-06 1.46759e-06 1.9138e-06 1.80101e-06 1.74443e-06 9.82552e-07 9.81232e-07 9.33488e-07 1.31743e-06 1.03907e-06 2.36335e-06 1.80113e-06 2.28639e-06 1.83436e-06
threshold=-0.083284999999999984 0.10450500000000001 -0.087384999999999977 0.089480000000000018 -0.011559999999999999 -0.10224499999999999 -0.086389999999999981 0.082325000000000023 0.092235000000000011 -0.012019999999999998 0.094030000000000016 0.10440000000000001 -0.087429999999999994 -0.095049999999999982 0.087545000000000026 0.090175000000000019 0.10060500000000001 -0.06977499999999999 0.15665000000000004 0.094725000000000018 0.11682500000000001 0.087140000000000009 -0.077709999999999987 0.14530500000000005 -0.13710499999999998 0.11682500000000001 -0.24955499999999997 -0.053579999999999996 -0.083359999999999976 -0.069144999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 7 -7 9 -6 11 21 13 -13 -14 -16 -17 19 20 -18 -19 22 -11 25 -25 26 -24 28 -27 -29
right_child=2 -3 4 -5 8 6 -8 -9 -10 10 -12 12 14 -15 15 16 17 18 -20 -21 -22 -23 23 24 -26 27 -28 29 -30 -31
leaf_value=9.9198437995728042e-08 -6.0599314456339921e-05 8.9944251935776269e-05 -4.680850607504302e-05 -4.0594037170649247e-05 4.7116107970439427e-05 -2.384091682776263e-05 3.7620292307110505e-05 2.7995935135450275e-06 -1.3341856580294777e-05 -1.9113918402581478e-05 -1.2690711475392568e-05 -2.0804653992659692e-05 -6.9586711160241069e-05 6.1979383150401188e-05 3.7485766231492607e-05 -2.8971492172465385e-05 -8.9406907742765423e-06 -4.4919914441942681e-05 9.7608479271522301e-06 3.2474905475239561e-05 -7.5916847626719954e-06 1.6801043669769759e-05 3.4509410371746138e-05 -3.0239883199101317e-06 2.8301031062287151e-05 -6.8811822848669839e-06 7.9449534100401199e-07 -3.7936698975222785e-05 2.5972639169984699e-05 -5.5607246438393348e-06
leaf_weight=179 20 20 24 20 21 29 25 41 39 25 36 28 20 24 21 34 21 21 28 21 31 38 21 25 29 87 2093 30 28 42
leaf_count=179 20 20 24 20 21 29 25 41 39 25 36 28 20 24 21 34 21 21 28 21 31 38 21 25 29 87 2093 30 28 42
internal_value=0 4.58795e-06 -3.46229e-07 -3.99057e-06 7.19052e-08 -6.38235e-06 3.83057e-06 -8.23719e-06 3.49885e-07 5.45912e-07 1.84101e-07 3.57889e-07 -4.40051e-06 1.74034e-05 -1.01558e-05 -3.4405e-06 -8.9498e-06 -3.36999e-06 -1.1317e-05 1.17671e-05 -2.26665e-05 8.47898e-07 5.93184e-07 8.02389e-07 1.37987e-05 4.97391e-07 1.12941e-06 -6.64749e-06 1.11801e-06 -1.90507e-05
internal_weight=0 219 2902 199 2882 119 95 70 2763 2724 2703 2667 249 52 197 177 156 122 80 42 52 2418 2380 2355 54 2301 2114 187 115 72
internal_count=3121 219 2902 199 2882 119 95 70 2763 2724 2703 2667 249 52 197 177 156 122 80 42 52 2418 2380 2355 54 2301 2114 187 115 72
is_linear=0
shrinkage=0.1


Tree=4753
num_leaves=31
num_cat=0
split_feature=11 142 147 147 45 1429 1426 2 2 2 13 52 2 1428 16 457 52 43 484 40 2 2 4 12 0 156 2 157 474 3
split_gain=5.45424e-07 6.05524e-07 8.71101e-07 1.33106e-06 6.73702e-07 1.04784e-06 2.45176e-06 7.18282e-07 2.51683e-06 2.40469e-06 3.60579e-06 3.96521e-06 2.21613e-06 1.96995e-06 1.80708e-06 1.83549e-06 1.7809e-06 1.58524e-06 3.39709e-06 3.92045e-06 1.47112e-06 1.98476e-06 3.72143e-06 2.65698e-06 1.71425e-06 1.24321e-06 2.0695e-06 1.72231e-06 1.31313e-06 1.07528e-06
threshold=-0.072629999999999986 -0.057499999999999989 0.099730000000000027 0.093875000000000014 0.084355000000000013 -0.23752499999999996 -0.089244999999999977 0.11682500000000001 0.11510000000000002 0.12198500000000001 -0.063184999999999977 -0.061194999999999992 0.11411 -0.071779999999999997 0.63636000000000015 0.41022000000000008 -0.40967499999999996 -0.23714499999999997 0.090535000000000018 -0.080684999999999993 0.11293500000000002 0.10731 0.0037800000000000004 0.092465000000000006 -0.075684999999999988 -0.13114499999999998 0.10644500000000001 0.23903500000000003 -0.090834999999999985 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 8 12 10 11 -9 13 -8 15 20 -11 -18 19 -19 21 25 23 24 -23 -15 27 28 -27 -30
right_child=1 2 -4 -5 -6 6 7 9 -10 16 -12 -13 -14 14 -16 -17 17 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-1.6061696450855205e-05 -1.6422530781958566e-05 -2.2753783412099438e-05 1.5691189795082516e-05 -2.2485401425980783e-05 1.2665603140323033e-05 3.4259989947063985e-05 -3.0027599262081949e-05 -3.7266086073941559e-05 2.7980549285447611e-05 2.5702445445858759e-05 -4.6184730977514734e-05 2.021734120110826e-05 -3.0058061747695321e-05 -2.4230833435012756e-05 2.7479514449623823e-05 3.0631194385932757e-05 2.322917019806813e-05 3.9469424047472955e-05 -3.8132915664458848e-05 -5.4235738088794149e-06 2.2223328293572801e-05 5.0861356612585957e-06 -3.6595426137778091e-05 2.0782826972468425e-05 -3.4944542573572581e-05 -2.5297003309674436e-05 3.1332674990897598e-05 2.5620060373680815e-05 -5.7562249705519629e-08 1.0127284127904221e-05
leaf_weight=21 22 20 36 26 43 21 21 20 33 25 31 30 24 20 25 20 22 22 27 168 30 20 42 35 23 20 22 27 2116 109
leaf_count=21 22 20 36 26 43 21 21 20 33 25 31 30 24 20 25 20 22 22 27 168 30 20 42 35 23 20 22 27 2116 109
internal_value=0 1.08802e-07 2.2696e-07 4.39512e-08 2.3817e-07 5.84255e-08 2.12927e-07 -3.09294e-08 5.4065e-07 -4.31695e-06 -1.93892e-05 -2.77603e-06 1.86102e-07 4.73003e-07 7.28289e-07 4.59054e-07 3.07504e-07 -2.34887e-06 -4.94204e-06 -2.25437e-07 2.1415e-07 -5.71219e-08 -1.25968e-05 3.25605e-07 -1.63256e-05 5.93162e-07 8.09587e-07 5.14029e-07 2.12086e-07 4.41381e-07
internal_weight=0 3100 3078 3042 3016 2973 2953 2932 2587 345 81 50 2554 2530 2509 2484 264 239 217 190 2464 2434 120 78 43 2314 2294 2272 2245 2225
internal_count=3121 3100 3078 3042 3016 2973 2953 2932 2587 345 81 50 2554 2530 2509 2484 264 239 217 190 2464 2434 120 78 43 2314 2294 2272 2245 2225
is_linear=0
shrinkage=0.1


Tree=4754
num_leaves=31
num_cat=0
split_feature=1373 457 16 448 1348 33 11 16 394 394 390 1212 1212 128 0 4 1213 16 4 12 0 43 2 1 151 12 16 39 49 51
split_gain=5.69159e-07 1.36762e-06 3.77779e-06 2.27916e-06 1.45599e-06 5.06735e-07 6.12908e-07 6.20481e-07 3.36886e-06 2.36835e-06 1.77249e-06 1.50524e-06 3.6951e-06 1.52695e-06 1.74245e-06 5.98465e-06 3.00306e-06 3.965e-06 4.16194e-06 2.86823e-06 2.82236e-06 2.4497e-06 1.85683e-06 1.71475e-06 2.31368e-06 2.06932e-06 2.45069e-06 1.92826e-06 1.72764e-06 2.29942e-06
threshold=-1.0000000180025095e-35 0.11612500000000002 -0.008069999999999999 0.030280000000000001 0.091105000000000005 -0.009184999999999997 -1.0000000180025095e-35 -0.090054999999999982 -0.10421499999999999 -0.087044999999999997 0.08975000000000001 -0.092474999999999988 -0.020729999999999995 0.084155000000000021 -0.13027499999999997 -0.0035949999999999997 -0.020279999999999996 -0.097644999999999996 -0.0070899999999999991 0.087625000000000022 -0.087414999999999979 0.16180500000000003 0.088225000000000012 0.13756000000000004 -0.0060399999999999994 0.089085000000000011 -0.50859499999999991 0.089790000000000023 0.09055500000000001 0.084745000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7 8 -8 -10 -9 -11 -13 14 15 -14 -16 18 19 -18 22 23 -19 24 -20 26 -26 -25 29 -28
right_child=1 2 -4 -5 -6 6 7 10 9 11 -12 12 13 -15 16 -17 17 20 21 -21 -22 -23 -24 27 25 -27 28 -29 -30 -31
leaf_value=-1.4733752490988433e-05 -1.2779059110353928e-05 4.2372160970671763e-05 -1.5436909616255435e-05 -2.9615365131646215e-05 2.7011111178580905e-05 -1.5843190957790891e-05 -3.9049633536099766e-05 8.1410938839000089e-07 3.211355332972571e-05 1.7760295751842832e-05 3.0010893576781243e-05 -4.5305469793675005e-05 -5.1703328208532187e-05 1.9282894175954755e-05 2.9688601562432298e-05 -3.4021936036139269e-06 6.0007938346871013e-05 -2.0375457404497867e-05 1.5290053814073634e-05 7.6834200047993697e-06 -2.4501630439378979e-07 2.7910222060098834e-05 -6.0269958576100185e-05 2.9405288972460161e-05 -5.0898460808855903e-05 1.1344906946666109e-06 -9.4798145465694767e-06 -8.1986368877551301e-06 1.006441184472351e-05 -4.7938173983394255e-05
leaf_weight=26 31 26 20 26 20 24 24 2108 21 37 21 20 30 33 33 177 20 28 38 22 37 27 20 30 21 77 53 25 24 22
leaf_count=26 31 26 20 26 20 24 24 2108 21 37 21 20 30 33 33 177 20 28 38 22 37 27 20 30 21 77 53 25 24 22
internal_value=0 1.23781e-07 1.72378e-05 -1.34417e-07 1.19141e-07 -5.99596e-08 7.27093e-08 2.02282e-07 -2.1368e-06 -1.02245e-06 1.1021e-06 -1.92149e-06 -2.90959e-06 -1.727e-06 -2.74063e-06 -1.04024e-05 5.84266e-07 -1.57889e-06 3.01936e-06 3.25999e-05 -2.09997e-05 -8.99827e-07 -3.69982e-05 -3.58214e-06 -7.30219e-06 -1.16601e-05 -1.98699e-05 1.23126e-05 -1.32881e-05 -2.07609e-05
internal_weight=0 3095 46 3049 3023 3003 2972 2948 819 795 2129 774 737 717 684 207 477 444 359 42 85 317 48 290 235 197 120 55 99 75
internal_count=3121 3095 46 3049 3023 3003 2972 2948 819 795 2129 774 737 717 684 207 477 444 359 42 85 317 48 290 235 197 120 55 99 75
is_linear=0
shrinkage=0.1


Tree=4755
num_leaves=31
num_cat=0
split_feature=400 399 130 42 400 1185 15 1186 1183 1186 129 394 1184 394 42 43 133 0 13 160 16 43 130 13 0 11 33 12 12 12
split_gain=5.19072e-07 2.54762e-06 2.0325e-06 2.67572e-06 1.74879e-06 1.23909e-06 1.09372e-06 5.04765e-07 1.16024e-06 7.68611e-07 7.77616e-07 1.32372e-06 1.52922e-06 1.01115e-06 5.68466e-07 2.36973e-06 6.41509e-06 5.37257e-06 3.18015e-06 1.78366e-06 1.34948e-06 9.43921e-07 1.72203e-06 1.67082e-06 1.73608e-06 9.40474e-07 2.8503e-06 9.95419e-07 3.91946e-06 1.97327e-06
threshold=-0.08262499999999999 0.090145000000000017 0.087380000000000013 -0.087819999999999981 -0.081639999999999976 -0.083264999999999992 0.084905000000000022 -0.089559999999999987 -0.073809999999999973 -0.0046349999999999994 0.11424000000000001 -0.12099999999999998 0.088760000000000019 -0.09139499999999999 -0.095859999999999987 -0.095049999999999982 0.089595000000000022 -0.079459999999999989 0.10591500000000001 0.62940000000000007 -0.054549999999999994 -0.50216499999999986 -0.22699999999999995 0.19762500000000002 0.18019500000000002 -0.011194999999999998 -0.012019999999999998 0.094580000000000011 0.095175000000000023 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 -5 -7 -9 -10 11 -11 13 -13 15 16 18 -17 -15 21 -20 -16 -23 24 25 -24 -27 29 -29 -28
right_child=4 -3 -4 6 5 7 -8 8 9 10 -12 12 -14 14 19 17 -18 -19 20 -21 -22 22 23 -25 -26 26 27 28 -30 -31
leaf_value=3.4349496117049338e-05 -2.9027027734887918e-05 3.9012449469737476e-05 -2.4864005259587428e-05 6.0950457879745303e-06 2.4739125929045259e-05 -1.3846054672386446e-05 -2.1790156888941556e-05 2.3310488281172835e-05 -1.5454026464739757e-05 2.2503498454922849e-05 -1.8418401340687011e-05 2.2437292345784956e-05 -2.7717427096831675e-05 4.0275939987623135e-05 1.7670760688157191e-05 -3.3458540656283732e-06 -4.6398533864843418e-05 6.0849208966828887e-05 1.9235352159408979e-05 -3.0247952818172052e-05 -1.0673557297498823e-05 -2.7711787096568914e-05 2.0387378687949176e-05 2.7213117317098133e-05 -2.6171869481354056e-05 -3.7978050813762819e-05 -1.2219744798670481e-07 -3.7781205963938195e-05 -1.7188021056110765e-06 1.0180556026597424e-05
leaf_weight=26 21 20 25 39 20 27 22 21 33 26 23 20 20 25 29 32 26 22 22 20 48 23 22 22 26 20 1682 32 518 209
leaf_count=26 21 20 25 39 20 27 22 21 33 26 23 20 20 25 29 32 26 22 22 20 48 23 22 22 26 20 1682 32 518 209
internal_value=0 6.13681e-06 2.66162e-07 7.48747e-06 -2.71014e-07 -6.7552e-08 -3.96191e-06 -2.35847e-07 -1.10042e-07 -2.79639e-07 -1.04978e-07 4.31267e-08 -1.64102e-07 3.28484e-08 -1.28451e-07 5.38857e-06 -2.38526e-06 2.28077e-05 9.66048e-06 -4.9936e-07 -1.27361e-06 -2.69019e-07 -4.7272e-07 -2.2519e-07 -4.65781e-07 -1.96608e-07 -3.80617e-07 -7.25678e-08 -3.81698e-06 1.0165e-06
internal_weight=0 132 112 87 2989 2968 61 2948 2921 2900 2867 2844 2818 2798 2778 175 121 54 95 2603 70 2583 2554 2531 2509 2483 2461 2441 550 1891
internal_count=3121 132 112 87 2989 2968 61 2948 2921 2900 2867 2844 2818 2798 2778 175 121 54 95 2603 70 2583 2554 2531 2509 2483 2461 2441 550 1891
is_linear=0
shrinkage=0.1


Tree=4756
num_leaves=31
num_cat=0
split_feature=132 1203 132 50 120 1 120 2 10 4 12 9 45 1373 457 13 448 447 447 97 9 2 148 133 480 0 42 1374 49 13
split_gain=4.91765e-07 1.43325e-05 6.92985e-06 2.77566e-06 5.24974e-07 8.83249e-07 2.64912e-06 1.20678e-06 7.84243e-07 6.12321e-06 9.77956e-06 1.33022e-06 7.10785e-07 6.00676e-07 1.30346e-06 3.45749e-06 1.85991e-06 1.11923e-06 1.04824e-06 7.29677e-07 1.64785e-06 5.99885e-07 5.42152e-07 6.30859e-07 3.96162e-06 2.67612e-06 2.47782e-06 6.67802e-06 5.49029e-06 4.99523e-06
threshold=-0.083284999999999984 0.089165000000000008 -0.076764999999999986 0.10022000000000002 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 -0.011559999999999999 0.053180000000000012 -0.010834999999999999 0.08925000000000001 0.094030000000000016 -1.0000000180025095e-35 0.11612500000000002 -0.06884499999999999 0.053555000000000005 0.089635000000000006 0.086195000000000008 -0.085969999999999977 -0.013509999999999999 -0.0091949999999999983 -0.083779999999999979 0.0033250000000000003 0.11191000000000002 -0.010949999999999998 0.083995000000000014 0.088035000000000016 0.11136000000000001 -0.087714999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 8 9 10 -4 12 13 -10 16 -16 17 18 19 -15 -21 -22 -23 -24 25 26 28 -28 29 -25
right_child=2 -3 4 -5 -6 -7 -8 -9 11 -11 -12 -13 -14 14 15 -17 -18 -19 -20 20 21 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-1.8249216360288756e-07 -5.7581604891137914e-05 7.9249171477860489e-05 7.3918598814088916e-06 -3.9495796472692745e-05 -1.4975133687941073e-05 1.9710913630146736e-05 -3.6230751193215837e-05 2.3621948490803005e-05 -1.5111274144146591e-05 2.0610285126757526e-05 -8.6424985101984941e-05 1.8978669722376877e-05 -1.4677880056979121e-05 -1.8655104786375889e-05 -1.0186390153692282e-05 4.7909783097566107e-05 -2.8128004281746184e-05 1.794424694910251e-05 -2.2616302202322914e-05 2.3068112915325402e-05 -1.4325582182144509e-05 1.3986707400080973e-05 -1.1117478721355563e-06 3.5211022276239107e-05 4.6243414612945347e-05 2.625975661231212e-05 -1.7562862953062517e-06 -6.0563257720787077e-05 5.5347557016912938e-05 -1.5631516672009508e-06
leaf_weight=176 21 23 25 20 23 23 20 22 25 37 20 38 32 20 21 20 23 36 20 32 28 29 1419 43 20 41 560 20 22 262
leaf_count=176 21 23 25 20 23 23 20 22 25 37 20 38 32 20 21 20 23 36 20 32 28 29 1419 43 20 41 560 20 22 262
internal_value=0 4.56939e-06 -3.44836e-07 -4.19405e-06 7.23709e-08 1.93467e-07 3.51244e-08 2.92786e-07 1.09026e-07 -9.52589e-06 -3.43045e-05 4.00455e-07 1.36342e-07 3.15841e-07 4.63271e-07 1.81532e-05 1.81606e-07 4.36748e-07 1.86243e-07 3.68955e-07 5.22623e-07 2.27429e-07 3.96089e-07 2.30975e-07 2.19928e-06 1.27008e-06 1.40451e-07 -3.78411e-06 7.10145e-06 3.6214e-06
internal_weight=0 219 2902 196 2881 2858 2835 2815 2793 82 45 2711 2673 2641 2616 41 2575 2552 2516 2496 2476 2444 2416 2387 968 948 907 580 327 305
internal_count=3121 219 2902 196 2881 2858 2835 2815 2793 82 45 2711 2673 2641 2616 41 2575 2552 2516 2496 2476 2444 2416 2387 968 948 907 580 327 305
is_linear=0
shrinkage=0.1


Tree=4757
num_leaves=31
num_cat=0
split_feature=46 49 133 133 3 12 4 13 15 51 15 16 148 447 1348 147 133 15 0 15 15 15 3 42 42 13 1211 393 480 1446
split_gain=5.49505e-07 7.89027e-07 2.94946e-06 7.46702e-06 1.20218e-05 5.78117e-06 5.73022e-06 1.45398e-06 1.43658e-06 9.74908e-07 8.80898e-07 9.14048e-07 8.16985e-07 1.23391e-06 6.51336e-07 1.0893e-06 7.17676e-07 2.00196e-06 6.71581e-06 2.09514e-06 5.04547e-06 3.62349e-06 2.21036e-06 3.03136e-06 7.20125e-06 2.46833e-06 2.02048e-06 2.02391e-06 1.99991e-06 2.03574e-06
threshold=0.096120000000000011 0.10910000000000002 0.08622500000000001 0.090665000000000009 -0.087429999999999994 0.089795000000000014 -0.0083799999999999986 -0.085384999999999975 -0.052074999999999989 -0.43587999999999999 -0.13843999999999998 0.25792000000000009 -0.10069499999999999 0.094580000000000011 0.087660000000000016 0.092070000000000013 0.0033250000000000003 0.11842000000000001 -0.079829999999999998 0.091650000000000023 0.092400000000000024 0.094425000000000023 -0.077354999999999993 0.096450000000000022 0.090310000000000015 -0.083894999999999983 0.11013500000000002 0.10856500000000001 0.10272000000000002 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 6 -4 -5 -6 -3 -8 -7 -1 -9 -12 -11 14 15 16 17 19 -19 26 -21 -22 25 24 -24 -23 27 -14 29 -18
right_child=-2 2 3 4 5 8 7 10 -10 12 11 -13 13 -15 -16 -17 28 18 -20 20 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.7149823195402003e-05 1.2459568157022918e-05 4.8086631120895616e-05 -7.2456613306712828e-05 6.1727176112721534e-05 -6.9861447896073516e-05 -2.1981854519026456e-05 -2.8377667670363078e-05 -1.5259903892166967e-05 9.3390758761584208e-06 1.5756567833677488e-05 2.1988740176311695e-05 -6.3110932560881521e-06 -1.7455735262963325e-06 -2.0241841242144194e-05 -1.6608896598684268e-05 1.8928710854989705e-05 2.7088290016342433e-06 -5.7594369305801453e-05 8.7236918802404585e-06 5.3281809975843592e-05 -2.9499208793432833e-05 2.6699564682530766e-05 4.2379179156400388e-06 -1.0944044406642206e-05 8.0080844123759084e-05 -1.4988646317036985e-05 -2.9396091220125808e-05 2.8157297342461432e-05 3.0756730560218178e-05 -1.6626027865703661e-05
leaf_weight=34 35 25 20 21 20 32 22 22 27 33 25 21 1423 30 23 31 891 26 37 23 28 20 31 20 21 49 26 23 24 58
leaf_count=34 35 25 20 21 20 32 22 22 27 33 25 21 1423 30 23 31 891 26 37 23 28 20 31 20 21 49 26 23 24 58
internal_value=0 -1.41311e-07 -5.71077e-06 -1.6678e-05 -5.52223e-06 -2.33986e-05 5.73326e-06 -6.03157e-06 -7.64855e-06 3.17764e-07 1.19805e-06 9.06925e-06 1.14608e-07 -7.08032e-08 1.48925e-07 2.90056e-07 7.60569e-08 -1.14769e-06 -1.86457e-05 -4.85209e-07 9.33981e-06 3.35954e-06 9.88468e-06 2.21416e-05 3.48668e-05 -2.90511e-06 -1.76673e-06 -1.26994e-06 2.24812e-06 1.52714e-06
internal_weight=0 3086 235 120 100 79 115 90 59 2851 68 46 2817 2784 2754 2731 2700 1727 63 1664 192 169 141 72 52 69 1472 1446 973 949
internal_count=3121 3086 235 120 100 79 115 90 59 2851 68 46 2817 2784 2754 2731 2700 1727 63 1664 192 169 141 72 52 69 1472 1446 973 949
is_linear=0
shrinkage=0.1


Tree=4758
num_leaves=31
num_cat=0
split_feature=1211 403 401 402 1210 1211 1204 400 1211 42 1186 391 1177 1200 1203 1185 1185 1185 1212 1212 13 158 403 1212 0 132 159 131 131 12
split_gain=5.30592e-07 1.34513e-06 1.0033e-06 2.07491e-06 1.20573e-06 8.42762e-07 7.95896e-07 9.11384e-07 8.92775e-07 1.56599e-06 8.93871e-07 1.09537e-06 1.0482e-06 7.46457e-07 1.00798e-06 8.6e-07 8.31498e-07 8.78846e-07 9.14634e-07 5.00495e-06 4.36449e-06 3.6508e-06 2.90786e-06 2.70383e-06 2.11238e-06 9.19198e-07 2.45312e-06 2.69294e-06 3.37517e-06 3.03376e-06
threshold=0.11716500000000001 0.022375000000000003 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.10809000000000001 0.058775000000000008 0.12955000000000003 0.087635000000000005 -0.016354999999999998 -0.088589999999999988 -0.086514999999999981 -0.081144999999999981 0.089190000000000005 0.089745000000000019 -0.014244999999999999 0.08790000000000002 0.085905000000000009 0.086920000000000011 0.087575000000000014 -0.085584999999999981 0.10398500000000001 -0.090774999999999981 0.058525000000000008 -0.080434999999999993 0.089365000000000014 0.099035000000000026 0.10548500000000001 0.089005000000000015 0.094225000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 7 8 10 -10 -5 -12 -13 14 15 -14 17 18 23 -20 -21 22 -22 25 -24 -17 27 28 29 -27
right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 11 12 13 -15 -16 16 -18 -19 19 20 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.9363086505984909e-05 2.2825881328003564e-05 -9.7454471480367445e-06 2.5328555649117848e-05 -1.5248163449891412e-05 -2.4741937340877485e-05 -1.9174867228012655e-05 -1.9357569510161521e-05 2.1453922236105428e-05 -1.0117948905872255e-05 2.4612934813941704e-05 2.2748868945026993e-05 -2.2986577964729807e-05 2.0171517194068572e-05 1.923829110864972e-05 -2.2518929336001749e-05 -6.4024408620974015e-07 -1.616774361146156e-05 2.0931820545229131e-05 -5.297852838858879e-05 3.162371828260291e-05 -2.878261192286711e-05 -4.5755001252947966e-05 3.6194645793369531e-05 2.6807353601486144e-05 -6.6638779927692987e-06 8.910492105205149e-07 -1.4485941704316991e-05 -4.9302234472257816e-06 5.7787678902275815e-05 4.5249944586040719e-05
leaf_weight=27 32 21 32 39 20 23 21 20 20 37 21 20 21 20 20 2290 32 20 21 32 23 23 23 38 23 58 44 58 21 21
leaf_count=27 32 21 32 39 20 23 21 20 20 37 21 20 21 20 20 2290 32 20 21 32 23 23 23 38 23 58 44 58 21 21
internal_value=0 9.92026e-06 -1.71375e-07 -9.78071e-10 -2.70352e-07 -1.06607e-07 4.12585e-08 1.79586e-07 3.41207e-08 1.24267e-05 -2.12175e-07 -4.89152e-09 -1.75059e-07 -1.14178e-08 -1.50505e-07 1.22926e-08 -1.42949e-07 4.73269e-08 -1.08819e-07 -7.83274e-06 -1.87084e-07 -1.12517e-05 2.49385e-07 3.33857e-07 1.47654e-05 -6.98324e-08 6.39672e-06 1.22121e-05 2.21547e-05 1.26827e-05
internal_weight=0 53 3068 3041 3009 2989 2966 2945 2925 57 2868 2829 2808 2788 2768 2748 2727 2695 2675 145 124 92 69 2530 46 2492 202 158 100 79
internal_count=3121 53 3068 3041 3009 2989 2966 2945 2925 57 2868 2829 2808 2788 2768 2748 2727 2695 2675 145 124 92 69 2530 46 2492 202 158 100 79
is_linear=0
shrinkage=0.1


Tree=4759
num_leaves=31
num_cat=0
split_feature=1213 43 43 43 1211 1 1 132 399 1211 1 15 0 403 12 12 42 133 43 402 1210 16 1210 15 1210 2 1208 403 12 1186
split_gain=5.28654e-07 5.18753e-07 3.06459e-06 2.46761e-06 2.55439e-06 2.42279e-06 1.12802e-05 1.32418e-06 1.74895e-05 1.32634e-05 2.2621e-06 1.17794e-06 2.26016e-06 1.32385e-06 1.22794e-06 2.20761e-06 1.75153e-06 1.23635e-06 1.07815e-06 3.98201e-06 2.19282e-06 6.64868e-06 1.15901e-06 4.06565e-06 1.51217e-06 8.94183e-06 2.02232e-06 1.08898e-06 1.45401e-06 8.20208e-07
threshold=0.51370000000000016 0.060960000000000007 0.055925000000000009 0.05259500000000001 0.11541000000000001 0.089625000000000024 0.094715000000000008 -0.083284999999999984 0.09141500000000001 0.094920000000000018 0.084785000000000013 -0.097454999999999986 -0.10151999999999999 -0.014954999999999998 0.098150000000000015 0.090840000000000018 -0.058859999999999989 -0.12788999999999998 0.0034250000000000005 -0.024724999999999997 -0.13847499999999999 -0.082179999999999989 -0.079504999999999978 0.085035000000000013 -0.0061249999999999994 0.085485000000000019 0.10683000000000002 0.03138500000000001 0.089005000000000015 -0.087469999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 11 -7 8 10 18 -1 12 -3 -13 15 17 -16 -15 20 -20 21 -9 23 -22 25 -24 29 28 -21 -26
right_child=-2 5 -4 -5 -6 6 -8 9 -10 -11 -12 13 -14 14 16 -17 -18 -19 19 27 22 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=5.5536880928549494e-07 1.6205959250328307e-05 1.2456625799214553e-05 3.2158916043651211e-05 -3.4974837249137642e-05 3.5885810370928083e-05 -8.1899898941628638e-05 -1.0639462041665669e-06 6.4717374299930064e-05 9.5472914492802376e-05 -7.7767696265337611e-05 -3.7349001380562193e-05 -1.3751909559247116e-05 -3.0048755691276368e-05 1.4297498676929742e-05 1.8758443690915428e-05 3.4640312043012347e-05 -1.8185126998904516e-05 -1.1385177144175346e-05 -4.9884235377248846e-05 9.2760895356713311e-06 1.3665745314812802e-05 -6.0843982737424088e-06 -1.9917719413043466e-05 -3.8030102030006677e-05 1.7332343304587994e-05 4.8684208573640242e-05 -3.1616342457709838e-05 1.5529877155445165e-05 -2.7511088850670519e-05 1.0794322777402243e-07
leaf_weight=74 20 22 30 20 20 21 97 21 20 22 20 31 29 53 21 37 33 29 20 21 29 36 38 32 28 38 20 29 22 2188
leaf_count=74 20 22 30 20 20 21 97 21 20 22 20 31 29 53 21 37 33 29 20 21 29 36 38 32 28 38 20 29 22 2188
internal_value=0 -1.04517e-07 3.7374e-07 2.031e-08 2.81663e-07 -3.60234e-06 -1.545e-05 1.37611e-08 1.05577e-05 -4.58726e-07 -7.50939e-06 1.88012e-06 -1.17131e-05 5.27842e-06 8.68848e-06 1.43638e-05 -3.81818e-06 5.2146e-06 2.15658e-07 -1.04105e-05 6.17965e-07 2.00005e-05 1.52393e-07 -1.34534e-05 5.11369e-07 1.43832e-05 3.98741e-08 5.54449e-07 -9.54526e-06 3.2558e-07
internal_weight=0 3101 2728 2698 2678 373 118 2658 114 2544 94 255 51 204 173 119 54 82 2522 92 2430 57 2373 61 2312 76 2236 72 43 2216
internal_count=3121 3101 2728 2698 2678 373 118 2658 114 2544 94 255 51 204 173 119 54 82 2522 92 2430 57 2373 61 2312 76 2236 72 43 2216
is_linear=0
shrinkage=0.1


Tree=4760
num_leaves=31
num_cat=0
split_feature=132 1185 1203 39 33 15 47 47 9 3 41 13 47 49 1 50 43 160 4 484 475 1375 484 0 475 1375 151 1454 49 2
split_gain=5.51502e-07 3.46817e-06 1.99509e-06 6.26738e-07 2.27716e-06 1.19909e-06 7.44616e-07 5.22855e-06 4.63413e-06 9.09268e-06 9.926e-07 2.33402e-06 9.93295e-07 9.67324e-07 1.08417e-06 5.27317e-06 2.9045e-06 1.10438e-06 7.74276e-07 7.41984e-07 4.62254e-06 3.53908e-06 2.91477e-06 5.24432e-06 4.71855e-06 2.56292e-06 2.78134e-06 1.93863e-06 1.46746e-06 2.94432e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -1.0000000180025095e-35 -0.012019999999999998 -0.093959999999999988 0.094160000000000008 0.096850000000000006 0.088235000000000022 -0.13309499999999996 0.086565000000000017 -0.13710499999999998 0.091210000000000013 0.15266500000000002 0.099990000000000009 0.13159000000000001 -1.0000000180025095e-35 -0.081399999999999986 -0.013125 0.086135000000000017 -0.085684999999999997 -0.022119999999999997 0.090535000000000018 -0.067624999999999977 -0.024084999999999999 -0.15308499999999997 -0.27559499999999998 0.080725000000000005 0.10347500000000003 0.11389000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -3 8 -8 10 -10 12 -12 19 14 16 -16 17 -9 -19 25 -21 -22 24 27 -23 -6 -27 -24 -28 -30
right_child=1 3 -4 4 6 -7 7 13 9 -11 11 -13 -14 -15 15 -17 -18 18 -20 20 21 22 23 -25 -26 26 28 -29 29 -31
leaf_value=-1.2761584598053605e-06 4.0859177308794603e-05 -4.9492281435120205e-06 -3.0280198552645745e-05 -2.9035575385528827e-05 -2.6280743860787392e-05 2.4625587686528137e-05 4.9651539491909116e-05 -1.2732323163315111e-05 1.6345853679388752e-05 -6.851122096642419e-05 -4.9857343834321065e-06 3.7671346660278254e-05 2.210998245573137e-05 -1.5117587217487612e-05 6.927814351193344e-07 5.6362733888590808e-05 -3.5909313033777798e-05 1.6274956998621256e-06 2.6815592695050367e-05 4.3949889705227517e-05 -3.9983685819606766e-05 -5.1070698232665156e-06 1.4434986321424184e-06 -3.5742565165087911e-05 6.1162980983638026e-05 3.2747084864240604e-05 -1.1231055443645167e-07 3.2400589258031687e-05 -2.4232366845230779e-05 5.8595481779524692e-06
leaf_weight=195 21 26 27 27 39 29 24 24 23 28 29 23 20 33 114 20 23 26 23 27 20 22 106 36 21 25 1933 25 74 58
leaf_count=195 21 26 27 27 39 29 24 24 23 28 29 23 20 33 114 20 23 26 23 27 20 22 106 36 21 25 1933 25 74 58
internal_value=0 3.67863e-07 -4.80368e-06 7.24087e-08 -1.33571e-07 1.06448e-05 1.45526e-07 4.97063e-06 -4.06409e-07 -3.02423e-05 2.12644e-07 1.38818e-05 -8.27832e-08 8.93289e-07 3.1905e-06 9.00173e-06 -4.921e-06 4.84244e-06 1.34505e-05 -2.68808e-07 4.80675e-06 2.11681e-07 4.03981e-06 -1.93836e-06 2.72574e-05 -8.81498e-07 -4.07541e-07 7.35134e-06 -8.08929e-07 -1.10102e-05
internal_weight=0 2899 222 2878 2823 55 2796 287 2509 51 2458 52 2406 263 230 134 96 73 49 2386 257 230 210 167 43 2129 2090 131 2065 132
internal_count=3121 2899 222 2878 2823 55 2796 287 2509 51 2458 52 2406 263 230 134 96 73 49 2386 257 230 210 167 43 2129 2090 131 2065 132
is_linear=0
shrinkage=0.1


Tree=4761
num_leaves=31
num_cat=0
split_feature=130 40 120 33 10 16 10 0 4 2 46 31 2 16 4 474 1456 2 403 16 16 2 457 12 1 49 13 133 0 42
split_gain=4.83471e-07 9.5984e-07 6.17237e-07 8.56003e-07 8.72912e-07 4.23752e-06 5.96743e-06 7.25885e-07 6.94731e-07 7.52389e-07 7.50705e-07 7.83079e-07 7.83637e-07 6.59093e-06 6.60109e-07 1.78737e-06 1.70308e-06 2.60352e-06 3.32033e-06 2.80821e-06 9.85369e-06 2.30095e-06 2.6517e-06 2.21759e-06 2.10021e-06 3.40402e-06 4.25742e-06 1.75274e-06 1.68239e-06 1.79651e-06
threshold=-0.23123999999999997 -0.24290999999999999 0.090440000000000006 -0.044254999999999996 -0.010699999999999999 -0.056919999999999991 -0.094984999999999986 -0.098289999999999975 0.62736500000000006 0.15361500000000003 0.084955000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.056919999999999991 0.056795000000000005 -0.26322499999999993 -0.079704999999999984 0.10381000000000001 -0.08670499999999999 -0.11227499999999999 0.5136400000000001 0.10644500000000001 0.093100000000000002 0.11472500000000001 0.11181500000000001 0.11475 -0.0069799999999999992 -0.093189999999999981 -0.11756999999999999 0.087745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 9 10 11 -6 13 -13 15 -14 -16 18 -18 27 -21 -19 23 24 25 26 -23 -20 -29 -30
right_child=1 2 -4 4 8 -7 -8 -9 -10 -11 -12 12 14 -15 16 -17 17 21 19 20 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=1.4444937582795874e-05 -2.19434736391122e-05 2.0018966123253841e-05 1.4814258199586612e-05 1.2775193074503477e-05 -1.4326115758746628e-05 1.9154549197727043e-05 -6.1259572720910699e-05 -1.2168481784361317e-05 1.4300032799998437e-05 -1.3697893891730927e-05 1.4668053414165376e-05 4.3293393897666621e-05 -2.59547703048416e-05 -2.3639473113234999e-05 -2.0717613317953822e-05 -5.2898741753117725e-07 -2.2171984263960359e-05 -2.906113775477732e-05 -1.5892272217786828e-05 7.684857621919445e-05 -1.1902632528207589e-05 -8.7840257037896666e-06 3.5677572192244477e-05 3.0400439254663072e-05 5.0608601521014716e-06 1.405919007899276e-05 -5.9860436016606405e-05 3.4420349953734332e-05 -1.637930795484718e-05 2.1516350622325013e-05
leaf_weight=23 20 21 28 20 38 36 26 28 34 40 35 31 28 28 28 2200 22 27 21 29 22 47 21 20 111 29 25 32 22 29
leaf_count=23 20 21 28 20 38 36 26 28 34 40 35 31 28 28 28 2200 22 27 21 29 22 47 21 20 111 29 25 32 22 29
internal_value=0 -1.07229e-07 3.46568e-08 -1.01025e-07 -2.40516e-07 -8.98544e-06 -2.26752e-05 -1.77528e-06 8.90287e-08 -7.84494e-08 1.13037e-07 -6.82536e-08 1.27201e-07 1.15286e-05 -1.20748e-07 -8.48521e-07 3.22251e-06 4.6893e-06 1.41825e-05 1.93425e-05 3.85637e-05 -1.31179e-06 1.6496e-06 -1.43051e-06 -4.43343e-06 -1.48678e-05 -2.65189e-05 9.91676e-06 1.64468e-05 5.1692e-06
internal_weight=0 3098 3078 3050 3029 110 74 48 2919 2885 2845 2810 2772 59 2713 2228 485 457 177 155 51 280 253 232 212 101 72 104 83 51
internal_count=3121 3098 3078 3050 3029 110 74 48 2919 2885 2845 2810 2772 59 2713 2228 485 457 177 155 51 280 253 232 212 101 72 104 83 51
is_linear=0
shrinkage=0.1


Tree=4762
num_leaves=31
num_cat=0
split_feature=47 2 47 151 44 1456 133 133 49 48 2 15 51 480 42 481 159 481 2 1453 1455 42 1456 1456 1455 2 132 403 1204 2
split_gain=5.15307e-07 5.9575e-06 1.51676e-06 6.91243e-07 8.04071e-07 1.79119e-06 6.4531e-07 9.28499e-07 9.53149e-07 1.06721e-06 2.18257e-06 8.28158e-07 9.66916e-07 6.36154e-07 2.41015e-06 8.93084e-07 3.78049e-06 2.82695e-06 2.66849e-06 7.74151e-07 9.46235e-07 2.85823e-06 9.3075e-07 1.26503e-06 8.22867e-07 9.92222e-07 4.53415e-06 2.33918e-05 1.25889e-05 4.42241e-06
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.16239999999999996 0.099360000000000018 -0.077349999999999988 -0.14757499999999998 -0.054584999999999995 -0.0087049999999999992 0.10557500000000002 0.12358500000000001 -0.099734999999999976 -1.0000000180025095e-35 -0.080264999999999989 0.086665000000000006 -0.087424999999999989 -0.085489999999999997 -0.085629999999999984 0.08708500000000001 -0.083254999999999982 -0.11962499999999998 0.08623500000000002 0.11585000000000002 0.10620000000000002 -0.088874999999999982 0.084415000000000004 -0.083284999999999984 -0.074254999999999988 -0.078604999999999994 0.084550000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 -3 5 -5 -7 -8 -9 11 -11 -10 -13 14 -1 16 -15 -17 -18 -19 21 -21 23 24 -22 26 27 -26 -28 -27
right_child=1 3 -4 4 -6 6 7 8 9 10 -12 12 -14 15 -16 17 18 19 -20 20 22 -23 -24 -25 25 29 28 -29 -30 -31
leaf_value=-5.1255482024939028e-06 -5.6624505538707134e-05 -1.5368431461735913e-05 2.6601648906679745e-05 3.005248497422806e-05 -1.5699441088984785e-05 1.5142638615263703e-05 -2.1003230193111285e-05 -1.377902165193125e-05 1.2995173012548607e-05 4.1652176582829271e-05 -3.5167178003061765e-06 3.6223123535582212e-06 -1.7933448122532452e-05 -4.7962129424377058e-05 3.5888365812792004e-05 3.0838525335639131e-05 2.435439888748598e-05 -1.963386646821164e-05 -2.0135757418197151e-05 -1.2356746192381251e-05 -1.939185977707067e-05 3.9876463007327732e-05 -1.8597697972263968e-05 2.4509468528863397e-05 9.943441103678196e-05 -4.7962068877041026e-05 -6.574709901811999e-05 -4.1949271673564166e-05 4.0453890804126825e-06 -6.7295046425740287e-07
leaf_weight=38 20 28 22 22 26 26 22 37 31 20 23 46 38 20 23 30 28 20 26 20 22 22 27 21 25 20 27 22 604 1765
leaf_count=38 20 28 22 22 26 26 22 37 31 20 23 46 38 20 23 30 28 20 26 20 22 22 27 21 25 20 27 22 604 1765
internal_value=0 -3.681e-06 4.48539e-07 -3.61656e-07 1.08229e-06 2.7288e-06 2.55055e-07 -1.52871e-06 6.68415e-07 4.05168e-06 1.74921e-05 -9.73863e-07 -6.1291e-06 2.40072e-07 1.03387e-05 1.1833e-08 -1.08223e-05 3.17252e-07 2.93321e-06 -3.55951e-08 1.16624e-07 1.50035e-05 -1.30217e-07 6.87544e-08 -1.37787e-07 3.41943e-08 3.29088e-06 3.32548e-05 1.05902e-06 -1.2028e-06
internal_weight=0 339 2782 319 291 265 243 217 195 158 43 115 84 2760 61 2699 74 2625 54 2595 2575 42 2533 2506 2485 2463 678 47 631 1785
internal_count=3121 339 2782 319 291 265 243 217 195 158 43 115 84 2760 61 2699 74 2625 54 2595 2575 42 2533 2506 2485 2463 678 47 631 1785
is_linear=0
shrinkage=0.1


Tree=4763
num_leaves=31
num_cat=0
split_feature=132 132 1203 1209 1210 16 1209 1209 1209 1210 16 1210 1210 403 1210 43 12 12 3 142 11 0 0 2 3 1210 3 42 12 147
split_gain=6.05816e-07 2.66951e-06 2.34126e-06 4.77129e-07 1.53845e-06 2.54238e-06 5.85233e-07 1.19877e-06 7.43036e-07 6.4805e-07 4.00683e-06 1.71272e-06 1.68519e-06 6.13298e-07 1.07941e-06 5.25331e-07 2.41991e-06 1.72787e-06 1.95325e-06 1.74271e-06 1.6776e-06 1.20879e-06 2.53004e-06 9.78281e-07 1.46712e-06 8.05279e-07 7.58936e-07 2.26166e-06 3.56891e-06 1.60203e-06
threshold=-0.083449999999999983 -0.076764999999999986 0.089480000000000018 0.10344000000000002 -0.00046999999999999993 -0.076354999999999992 0.091045000000000001 0.088060000000000013 0.086270000000000013 -0.090009999999999993 -0.082179999999999989 -0.079504999999999978 -0.064344999999999999 0.62200000000000011 0.0028200000000000005 -0.23714499999999997 0.13597000000000004 0.12757000000000002 -0.049509999999999992 -0.057499999999999989 -0.014494999999999999 -0.094654999999999975 -0.080434999999999993 0.10060500000000001 -0.10831999999999999 -0.0084249999999999985 -0.094874999999999987 -0.095859999999999987 0.089625000000000024 0.099730000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -6 7 8 9 10 -3 -11 -13 14 15 16 21 19 -19 -17 -21 -14 -23 24 -24 -22 27 28 -27 -28
right_child=1 3 -4 4 5 -7 -8 -9 -10 11 -12 12 13 -15 -16 17 -18 18 -20 20 25 22 23 -25 -26 26 29 -29 -30 -31
leaf_value=-1.7836762440853184e-06 3.3592967126120737e-05 4.0233257035045733e-05 -3.7701378587371437e-05 2.4547853956846667e-05 -3.0360764062606903e-05 1.8902009833254853e-05 -1.3551920028476161e-05 2.230165809275301e-05 -1.7663284225477582e-05 -2.6246559980791062e-05 -1.8175777182952279e-05 2.8968483766220741e-05 1.6260229858744425e-05 -1.6081616164835091e-05 2.0656530945416308e-05 2.78012439594022e-05 3.5322218606937814e-05 -4.0412010509063968e-05 -4.0590032837756629e-07 -2.7959851468040143e-05 -1.5055343525697631e-05 -2.4464445769120996e-05 3.3182629988953964e-05 -1.0207392642769264e-05 -2.9386966601081937e-06 -8.7187065911989307e-06 -1.0886334224226287e-06 9.3377302231393067e-07 4.4335686417085188e-05 2.490961774128664e-05
leaf_weight=196 24 24 20 32 20 22 32 24 24 25 23 20 36 24 25 22 23 23 26 22 36 41 23 22 22 21 1908 305 32 24
leaf_count=196 24 24 20 32 20 22 32 24 24 25 23 20 36 24 25 22 23 23 26 22 36 41 23 22 22 21 1908 305 32 24
internal_value=0 3.79913e-07 -5.10939e-06 1.03233e-07 8.02919e-06 -4.55645e-06 -1.05716e-07 4.93394e-08 -1.44792e-07 9.38606e-09 1.16501e-05 -1.94761e-07 5.05478e-08 -1.68943e-07 -2.26758e-08 -2.22591e-07 5.20194e-06 -5.97083e-07 -1.91843e-05 -2.12791e-07 -4.75273e-07 3.91059e-07 -4.89866e-06 7.07443e-06 1.55233e-05 -2.15316e-07 1.79774e-08 4.24707e-06 2.33141e-05 -7.65674e-07
internal_weight=0 2905 216 2881 74 42 2807 2775 2751 2727 47 2680 2655 2635 2611 2586 167 2419 49 2370 2348 144 108 67 45 2326 2290 358 53 1932
internal_count=3121 2905 216 2881 74 42 2807 2775 2751 2727 47 2680 2655 2635 2611 2586 167 2419 49 2370 2348 144 108 67 45 2326 2290 358 53 1932
is_linear=0
shrinkage=0.1


Tree=4764
num_leaves=31
num_cat=0
split_feature=132 1185 394 13 43 3 2 398 3 130 39 33 12 9 3 147 147 447 48 1348 48 4 1429 1429 1372 1429 457 2 2 42
split_gain=4.98669e-07 2.87168e-06 1.13434e-06 4.58802e-07 1.31998e-06 7.39427e-07 1.20354e-06 1.03511e-06 4.77994e-07 4.87602e-07 4.55737e-07 2.10175e-06 1.14679e-06 6.65917e-07 1.27258e-06 5.34955e-07 8.11992e-07 1.60188e-06 5.01101e-07 5.60679e-07 6.77432e-07 6.77814e-07 5.18509e-07 3.41515e-06 2.75143e-06 4.12675e-06 2.52783e-06 1.95328e-06 3.1943e-06 1.87724e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.013605000000000001 0.056795000000000005 0.51084000000000007 -0.080104999999999996 0.084055000000000005 0.10439500000000002 -0.086769999999999986 0.08610000000000001 -1.0000000180025095e-35 -0.012019999999999998 -0.029094999999999999 0.089995000000000006 -0.014944999999999998 0.11204500000000002 0.095485000000000014 0.09227500000000001 -0.11278499999999998 0.086620000000000016 -0.079469999999999985 -0.015039999999999998 0.083985000000000018 0.083715000000000026 -0.082274999999999987 0.052280000000000007 0.0063150000000000003 0.087470000000000006 0.088475000000000012 0.085935000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -7 9 -8 12 -12 -3 15 -15 16 17 18 -13 20 21 -20 23 24 -22 -26 27 -24 -29 -30
right_child=1 10 -4 -5 -6 7 8 -9 -10 -11 11 13 -14 14 -16 -17 -18 -19 19 -21 22 -23 26 -25 25 -27 -28 28 29 -31
leaf_value=-2.6411726644875508e-05 3.71949042389696e-05 -6.1537246368131432e-06 -2.6682641102871419e-05 7.480037182479767e-06 -2.7991246941469616e-05 2.6473231173440581e-05 -1.4429044472308306e-05 -5.3145349652151627e-06 1.1142301225565741e-05 4.99544266100808e-06 -2.7861246484530123e-05 1.3912016080352121e-05 2.2768851312289844e-05 -2.3158887716495122e-06 2.8355779007445867e-05 -1.594452119856474e-05 1.5210727984335142e-05 -2.7630286768683057e-05 3.0861282582572174e-07 -1.4943565216526622e-05 3.6807873148063666e-05 2.6031667134702731e-05 1.9896511583370048e-05 -3.7281064607668673e-05 6.3089849556865232e-09 -4.0058351295066619e-05 3.7598338219270646e-05 -4.1693386365295743e-05 1.2444002674569406e-05 -1.266101456012792e-05
leaf_weight=22 21 26 21 39 21 20 28 21 26 24 27 26 29 31 24 21 35 21 21 25 20 20 42 25 2297 26 21 20 68 53
leaf_count=22 21 26 21 39 21 20 28 21 26 24 27 26 29 31 24 21 35 21 21 25 20 20 42 25 2297 26 21 20 68 53
internal_value=0 3.4979e-07 -4.5678e-06 -2.25729e-06 -4.60147e-06 -1.11788e-06 -5.75481e-06 1.01917e-05 7.15027e-08 -5.4639e-06 8.09413e-08 -9.47045e-08 9.09636e-06 1.73427e-07 1.10681e-05 -4.51818e-08 7.75705e-08 -1.19696e-07 9.71668e-08 -3.89917e-08 1.03608e-07 1.28564e-05 -9.96832e-08 -5.16425e-07 -1.24143e-07 -4.42112e-07 4.73779e-06 9.66908e-07 -4.6717e-06 1.44759e-06
internal_weight=0 2899 222 201 162 141 100 41 78 52 2878 2823 55 2796 55 2741 2720 2685 2664 2638 2613 41 2572 2368 2343 2323 204 183 141 121
internal_count=3121 2899 222 201 162 141 100 41 78 52 2878 2823 55 2796 55 2741 2720 2685 2664 2638 2613 41 2572 2368 2343 2323 204 183 141 121
is_linear=0
shrinkage=0.1


Tree=4765
num_leaves=31
num_cat=0
split_feature=400 130 130 400 13 133 33 9 3 34 104 9 1 121 15 150 1375 151 150 51 1373 1453 1453 1451 43 158 1 1 2 2
split_gain=5.10078e-07 2.15346e-06 3.69127e-06 1.32151e-06 1.28868e-06 9.11877e-07 4.66472e-07 6.12531e-07 2.21342e-06 7.7786e-07 1.23229e-06 1.03083e-06 5.88114e-07 1.64491e-06 4.70017e-07 2.46639e-06 2.07519e-06 2.0732e-06 2.26034e-06 5.00255e-06 3.59898e-06 1.46405e-06 1.96175e-06 1.37186e-06 1.30467e-06 1.14871e-06 1.60451e-06 4.62385e-06 2.98848e-06 3.67331e-06
threshold=-0.082714999999999983 0.087380000000000013 0.0032450000000000001 -0.081749999999999975 -0.0097949999999999982 -0.012979999999999998 -0.044254999999999996 0.091600000000000015 -0.13309499999999996 -0.097449999999999981 0.086600000000000024 0.081890000000000004 0.16540500000000002 -0.094339999999999993 -0.074054999999999996 0.11188000000000002 -0.23256999999999997 0.093155000000000016 0.090480000000000019 0.088210000000000011 0.084905000000000022 -0.0017099999999999999 -0.081719999999999973 0.080125000000000016 -0.083879999999999996 0.107145 0.093700000000000019 0.090275000000000008 0.084145000000000011 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 -6 -5 9 -9 -8 11 12 13 -11 15 17 -16 18 20 -20 21 22 -15 -18 -25 26 27 28 -23 -30
right_child=3 -3 -4 6 5 -7 7 8 -10 10 -12 -13 -14 14 16 -17 23 -19 19 -21 -22 25 -24 24 -26 -27 -28 -29 29 -31
leaf_value=1.9076841776803771e-05 -2.5262882026514231e-05 -1.7314133965555812e-05 5.0483404577659851e-05 1.4418563321007904e-05 -2.0824600210289648e-05 7.0396555518369583e-06 1.9651073707791514e-05 1.5400026179577256e-05 -2.6759727017744095e-05 -2.8124752911718957e-05 -2.3715131200416101e-05 2.2117052391140968e-05 1.6966875916750722e-05 4.1305800810472906e-06 -3.2987597978149095e-05 3.5684962564292147e-05 -1.0478387852790518e-06 -2.8620134454958256e-05 -8.4735921559926787e-06 6.0628916999121435e-05 -4.1251238776567334e-05 -2.2966495001989979e-05 -3.4015762020527081e-05 -2.6114151946135932e-06 3.0622299995970766e-05 2.1655379626486871e-05 -3.3553267502670192e-06 5.2982232355134328e-05 4.8167270215344622e-05 4.0793247905372065e-06
leaf_weight=31 21 30 21 22 24 23 20 20 33 21 22 21 20 28 20 21 1794 23 22 20 20 38 26 21 27 31 318 20 20 343
leaf_count=31 21 30 21 22 24 23 20 20 33 21 22 21 20 28 20 21 1794 23 22 20 20 38 26 21 27 31 318 20 20 343
internal_value=0 6.15683e-06 1.32692e-05 -2.65453e-07 3.25005e-06 -7.1889e-06 -8.87625e-08 -1.96989e-07 -1.08504e-05 -2.0205e-09 -1.3869e-07 4.30484e-08 -1.20578e-07 -2.42067e-07 -3.23481e-08 1.80354e-06 -9.49308e-07 1.02081e-06 1.79027e-06 2.44324e-05 6.63526e-07 1.68087e-06 -1.42362e-05 -6.01444e-07 1.60825e-05 2.79714e-06 2.00606e-06 6.05575e-06 3.71528e-06 6.50841e-06
internal_weight=0 129 99 2992 78 47 2971 2949 53 2896 2876 2854 2833 2813 2792 930 1862 909 886 42 844 824 54 1842 48 770 739 421 401 363
internal_count=3121 129 99 2992 78 47 2971 2949 53 2896 2876 2854 2833 2813 2792 930 1862 909 886 42 844 824 54 1842 48 770 739 421 401 363
is_linear=0
shrinkage=0.1


Tree=4766
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1204 2 133 3 1209 3 401 1210 4 43 1210 1212 1213 1212 0 1213 130 1210 15 1210 16 12 16 42 42 2
split_gain=4.92426e-07 1.46142e-05 8.48737e-06 2.00622e-06 5.08347e-07 1.68536e-06 1.29786e-06 7.33335e-07 5.35028e-07 3.44163e-06 9.27814e-07 7.40539e-07 1.11907e-06 8.13052e-07 3.36511e-06 3.24039e-06 3.02709e-06 4.13471e-06 2.13225e-06 1.94538e-06 1.42176e-06 1.35727e-06 3.89283e-06 1.65979e-06 9.43394e-06 1.25659e-06 2.21946e-06 1.65688e-06 1.89289e-06 1.35342e-06
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.016569999999999994 0.080205000000000012 -0.054584999999999995 -0.087909999999999988 -0.087714999999999987 -0.082334999999999978 0.13274500000000003 0.0028200000000000005 -0.072334999999999997 0.0034250000000000005 -0.13847499999999999 -0.073259999999999978 -0.063509999999999997 0.08401500000000002 -0.13843999999999998 -0.0068949999999999992 0.0029050000000000005 -0.079004999999999978 0.08517000000000001 -0.0061249999999999994 -0.079109999999999986 0.095175000000000023 -0.069894999999999985 0.091465000000000005 0.10024000000000001 0.10855000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 -8 9 -6 11 13 -13 14 -10 -15 17 -17 -18 -20 25 22 -16 24 -23 27 -27 29 -29 -21
right_child=2 -3 4 -5 8 6 7 -9 10 -11 -12 12 -14 15 21 16 18 -19 19 20 -22 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-4.6625067401247393e-07 -6.2221150867778556e-05 8.3893595130001857e-05 3.0226213023828071e-05 -3.3870158258650914e-05 4.1082222707613951e-05 1.6566588551035643e-05 -2.4133951278186446e-05 2.3236006336446735e-06 3.2562791619739077e-05 -1.17011147873806e-05 -1.7793689912650735e-05 2.2966514155665539e-05 -6.5631739181255758e-06 -3.5629733681543579e-05 1.1124137249267238e-05 5.3240428976344198e-05 -3.2233646615404051e-05 -8.7944175209572904e-06 -3.1287979998689316e-05 1.0926473795633583e-05 -2.5853601873677692e-05 6.2968336071852121e-05 -4.9833900507110227e-05 -1.6583665187011151e-07 -2.5697442572436559e-05 3.2512887736402261e-05 -3.9249342834019835e-06 -3.8420261363052818e-05 -2.2490918479725691e-06 -1.7561677775087709e-05
leaf_weight=178 22 21 24 20 21 27 22 20 32 30 30 33 21 31 22 22 27 21 22 81 20 24 20 2156 24 32 35 23 39 21
leaf_count=178 22 21 24 20 21 27 22 20 32 30 30 33 21 31 22 22 27 21 22 81 20 24 20 2156 24 32 35 23 39 21
internal_value=0 4.57246e-06 -3.4506e-07 -3.84038e-06 1.27604e-07 7.40056e-06 -5.38797e-07 -1.15351e-05 -1.15089e-07 1.00332e-05 -3.04256e-07 -1.1036e-07 1.14827e-05 -3.46419e-07 3.63047e-07 -4.66771e-06 -1.86939e-06 2.29443e-05 -5.42603e-06 -2.77472e-06 -2.75553e-07 -9.5721e-08 -1.79035e-05 2.43629e-07 1.86354e-05 1.939e-06 1.34782e-05 -2.77519e-06 -1.56674e-05 5.06127e-06
internal_weight=0 219 2902 198 2880 93 69 42 2787 51 2736 2706 54 2652 2278 374 343 43 300 273 251 2246 42 2204 48 231 67 164 62 102
internal_count=3121 219 2902 198 2880 93 69 42 2787 51 2736 2706 54 2652 2278 374 343 43 300 273 251 2246 42 2204 48 231 67 164 62 102
is_linear=0
shrinkage=0.1


Tree=4767
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 15 0 1203 132 13 1208 1208 402 1210 1210 1210 1209 403 3 1209 1210 394 390 1204 1200 130 40 4 39 9 10
split_gain=4.87721e-07 3.23603e-06 1.03317e-06 9.73516e-07 7.43854e-07 7.18984e-07 8.01919e-07 7.12913e-07 1.24422e-06 4.55281e-07 1.21924e-06 1.43032e-06 1.53357e-06 1.2178e-06 8.4043e-07 5.8179e-07 1.74743e-06 8.39099e-06 2.16292e-06 7.22997e-07 5.05471e-07 2.10283e-06 4.94397e-07 9.15085e-07 4.73258e-07 8.77749e-07 7.3468e-07 6.2656e-07 2.15221e-06 2.98752e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.085035000000000013 -0.09515499999999999 0.084030000000000007 -0.41094499999999995 -0.013024999999999998 0.12461500000000002 0.10737500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 -0.083289999999999989 -0.084519999999999984 -0.5335399999999999 -0.085709999999999995 -0.065739999999999979 -0.064344999999999999 -0.11103499999999998 0.090205000000000007 -0.016569999999999994 0.085780000000000009 -0.23123999999999997 -0.24290999999999999 0.63113500000000011 -1.0000000180025095e-35 0.092235000000000011 0.10223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7 -9 10 11 12 -3 -14 -15 -16 17 -17 -18 -20 -21 22 23 -22 -24 -26 27 -27 -29 -30
right_child=1 9 -4 -5 -6 6 -8 8 -10 -11 -12 -13 13 14 15 16 18 -19 19 20 21 -23 24 -25 25 26 -28 28 29 -31
leaf_value=9.44597818727887e-06 3.9458656545272271e-05 2.593519334887471e-05 -2.3667549154197334e-05 -2.2438135676696092e-05 1.5613168888093141e-05 -9.4101589580062754e-07 5.5296321276015278e-06 -3.4241427783854308e-06 -3.7454198801159777e-05 -1.4974724149396935e-05 2.2610143791249963e-05 -2.0721762617044577e-05 -2.3427641622220108e-05 1.8825084892644858e-05 -1.2969432228761863e-05 -2.978649630222208e-05 -3.136982858532892e-05 5.5672675996363438e-05 1.3630457527678795e-05 1.1361201295824829e-05 2.6445244584465401e-05 -3.1771361569727085e-05 1.5112052317363124e-05 -1.0400371802215642e-07 -2.1197033042881233e-05 1.207245120440348e-05 1.6892622269097046e-05 -1.483607930884236e-07 -5.0920980424962184e-05 3.0826428839992293e-06
leaf_weight=38 21 23 25 21 27 31 37 21 22 20 24 33 22 24 34 20 22 27 39 38 20 21 20 37 20 40 25 2328 20 21
leaf_count=38 21 23 25 21 27 31 37 21 22 20 24 33 22 24 34 20 22 27 39 38 20 21 20 37 20 40 25 2328 20 21
internal_value=0 3.45919e-07 -4.51739e-06 -2.08717e-06 3.4107e-07 -2.42636e-06 -6.49076e-06 -1.2501e-05 -2.08349e-05 6.05237e-08 1.65739e-07 -2.43337e-08 2.19513e-07 6.60437e-09 1.9367e-07 2.99974e-08 1.93815e-07 1.93071e-05 -1.45047e-07 1.16249e-07 -8.72472e-08 -2.57718e-07 3.75453e-09 9.21152e-06 -2.08389e-07 -3.3325e-07 -1.61814e-07 -3.388e-07 -5.48361e-07 -2.32606e-05
internal_weight=0 2899 222 197 176 149 111 74 43 2878 2858 2834 2801 2778 2756 2732 2698 47 2651 2629 2590 2552 2531 57 2474 2454 2434 2409 2369 41
internal_count=3121 2899 222 197 176 149 111 74 43 2878 2858 2834 2801 2778 2756 2732 2698 47 2651 2629 2590 2552 2531 57 2474 2454 2434 2409 2369 41
is_linear=0
shrinkage=0.1


Tree=4768
num_leaves=31
num_cat=0
split_feature=1204 1212 402 43 1212 1213 4 131 132 1209 132 399 132 1186 130 4 130 1209 12 12 130 3 13 1213 1213 0 4 1455 43 1455
split_gain=5.0561e-07 5.11596e-07 5.56162e-06 4.7352e-06 1.18081e-05 3.16932e-06 2.2034e-06 1.13654e-06 1.03049e-06 8.28889e-07 5.9215e-07 1.58058e-06 1.03864e-06 8.71201e-07 8.37748e-07 3.53432e-06 2.82993e-06 2.54626e-06 2.02029e-06 5.84956e-06 2.346e-06 1.1542e-06 1.03129e-06 9.09268e-07 1.06322e-06 4.44544e-06 6.05533e-06 1.28272e-06 4.28818e-06 1.36807e-06
threshold=0.053645000000000005 -0.089544999999999986 0.23460000000000003 -0.0047449999999999992 -0.121045 -0.090954999999999994 -0.07533999999999999 0.13695500000000002 0.13831000000000002 -0.087714999999999987 -0.083449999999999983 0.091580000000000009 -0.020429999999999997 -0.086839999999999987 0.085235000000000019 -0.079329999999999984 0.090945000000000012 -0.076689999999999994 0.090285000000000018 0.09474500000000001 0.09721500000000001 -0.086424999999999988 0.0049450000000000006 -0.41776999999999992 -0.087049999999999975 -0.086834999999999982 -0.080924999999999983 -0.097209999999999977 -0.070064999999999975 -0.090354999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 6 -1 -5 8 9 -3 13 12 -12 -11 17 16 -16 -14 20 -20 -17 -21 -18 -19 25 -25 -27 28 -26 -29
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 10 11 -13 14 -15 15 18 22 23 19 21 -22 -23 -24 24 27 26 -28 29 -30 -31
leaf_value=1.2163619768606234e-06 1.2919617062531568e-05 1.7746444658629256e-05 -4.7369592051836661e-05 -1.5017672630608269e-05 8.7848081429910967e-05 -4.8685338115319616e-05 2.3492773895365341e-05 2.0419533986434411e-05 -2.1753012862807902e-05 -2.5343655361211864e-05 -2.0352836541860601e-05 2.301671112642604e-05 -3.2797011923927738e-05 -3.2652092640784673e-06 5.4877206143415106e-05 -4.4427078267160275e-06 2.5896353702306455e-05 -1.984852506607042e-05 -5.6859982330272693e-05 1.782772933124918e-05 3.723044274011045e-05 -1.0636508886818775e-05 -5.8327620718046098e-06 -2.7193365873418295e-05 8.3261190108411646e-06 5.3742506191735054e-05 -1.4948416035275884e-05 2.6141368762182539e-05 -5.0592309777303377e-05 -1.3034012140319793e-07
leaf_weight=35 30 26 25 39 20 20 24 27 22 20 25 30 24 168 22 35 21 23 22 29 22 28 20 21 30 33 21 20 21 2218
leaf_count=35 30 26 25 39 20 20 24 27 22 20 25 30 24 168 22 35 21 23 22 29 22 28 20 21 30 33 21 20 21 2218
internal_value=0 -1.25393e-07 -4.03507e-07 5.82583e-06 2.09048e-05 -1.69297e-05 -3.47026e-07 -2.4987e-09 -1.92569e-07 -2.78143e-08 -1.89795e-07 1.92849e-07 -6.70049e-08 -5.61398e-06 1.27304e-07 6.36334e-06 2.59439e-05 -3.87408e-07 -2.70708e-06 -1.306e-05 1.16417e-05 3.8453e-06 1.04187e-05 -6.1547e-08 1.30966e-07 1.1847e-05 2.70294e-05 -2.52915e-07 -1.59344e-05 1.04438e-07
internal_weight=0 3091 2953 138 83 55 63 2928 2901 2879 2853 2665 2635 188 2610 199 63 2411 136 79 57 57 41 2387 2364 75 54 2289 51 2238
internal_count=3121 3091 2953 138 83 55 63 2928 2901 2879 2853 2665 2635 188 2610 199 63 2411 136 79 57 57 41 2387 2364 75 54 2289 51 2238
is_linear=0
shrinkage=0.1


Tree=4769
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 401 403 43 133 1210 40 130 130 1204 13 13 13 133 133 4 403 52 160 16 1 481 43 133 1212 4 4
split_gain=5.65653e-07 1.53386e-05 7.97287e-06 3.11362e-06 4.6047e-07 3.07085e-06 2.68329e-06 1.89355e-06 9.94257e-07 4.56636e-07 1.94292e-06 1.11716e-06 5.08369e-07 4.92949e-07 4.14745e-06 4.06728e-06 4.65287e-06 3.16172e-06 2.90779e-06 5.60831e-06 2.44944e-06 2.44851e-06 2.3639e-06 3.45876e-06 2.06205e-06 2.02317e-06 5.91617e-06 2.48782e-06 3.0948e-06 3.37632e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.078179999999999986 -0.072624999999999981 0.05259500000000001 0.51114000000000004 0.24726500000000004 -0.24620999999999996 -0.22699999999999995 -0.14750499999999997 -0.082884999999999986 -0.081829999999999986 -0.081224999999999978 -0.082574999999999982 0.087285000000000015 0.11524500000000001 -0.082594999999999988 -0.084339999999999984 -0.21968999999999997 -0.0071899999999999993 0.0057500000000000008 0.092235000000000025 -0.15036499999999997 0.062770000000000006 -0.12788999999999998 0.091580000000000009 -0.081609999999999988 -0.080584999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 8 9 -6 -11 -12 -13 15 -15 17 -17 18 19 -14 -20 -21 25 -24 -16 27 -27 28 -22 -30
right_child=2 -3 4 -5 7 6 -8 -9 -10 10 11 12 13 14 24 16 -18 -19 20 21 22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=4.8530829992180295e-07 -6.034111839570952e-05 8.616372817327612e-05 3.3075077605341604e-05 -4.1128786770059377e-05 1.5046194196202123e-05 1.5794413772069943e-05 -2.838852699531864e-05 -2.2604327075380237e-05 2.0434220649197719e-05 -2.9716639214298502e-05 2.3668632184126182e-05 1.3114090437864373e-05 5.3170098629683096e-05 -3.6379192225109425e-05 2.8529332674528025e-05 1.4227646711333363e-06 6.5272571650677418e-05 -3.649043718447185e-05 1.8012052428564365e-05 -2.2721008338066895e-05 -3.3508503865623092e-05 1.4413491989476564e-05 -5.5741689338901777e-05 -1.6856215520890366e-06 -1.0083683158827696e-06 1.8648924987687944e-06 -5.1446292400214591e-05 2.9086769318382723e-05 4.0490624614687392e-05 -3.4479212922029802e-07
leaf_weight=178 22 21 30 20 20 27 28 37 24 22 20 29 30 33 24 25 21 23 63 26 27 56 20 29 1552 68 30 30 21 565
leaf_count=178 22 21 30 20 20 27 28 37 24 22 20 29 30 33 24 25 21 23 63 26 27 56 20 29 1552 68 30 30 21 565
internal_value=0 4.90067e-06 -3.6982e-07 -3.71814e-06 8.8294e-08 7.33909e-06 -6.69872e-06 -1.32213e-07 1.69262e-07 -8.63098e-09 -1.19573e-07 1.22305e-07 -5.394e-08 -1.98425e-07 -1.29322e-06 1.50518e-06 3.05716e-05 1.5189e-07 1.02523e-06 1.61742e-05 -9.63851e-07 2.63914e-06 -2.47712e-06 -2.37493e-05 -5.58556e-07 -1.07045e-06 -1.44549e-05 9.6947e-07 -4.06581e-07 1.11859e-06
internal_weight=0 219 2902 198 2880 85 55 2795 2758 2734 2714 2692 2672 2643 1609 1034 46 988 965 112 853 82 790 49 1576 741 98 643 613 586
internal_count=3121 219 2902 198 2880 85 55 2795 2758 2734 2714 2692 2672 2643 1609 1034 46 988 965 112 853 82 790 49 1576 741 98 643 613 586
is_linear=0
shrinkage=0.1


Tree=4770
num_leaves=31
num_cat=0
split_feature=50 132 1211 50 160 12 52 12 51 475 2 42 51 3 484 16 393 484 160 0 158 484 1456 403 16 403 1208 1210 3 4
split_gain=4.74324e-07 1.27617e-05 9.67899e-06 1.38404e-06 1.26009e-06 1.67976e-06 2.52752e-06 2.23493e-06 1.40648e-06 2.40704e-06 1.38456e-06 3.49923e-06 3.03367e-06 2.35577e-06 1.23851e-06 1.58352e-06 9.30897e-07 7.59923e-07 2.0796e-06 2.66851e-06 1.71162e-06 1.6496e-06 8.7877e-06 4.88064e-06 4.12044e-06 1.77526e-06 1.81586e-06 1.86994e-06 1.35897e-06 1.4723e-06
threshold=0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.094500000000000015 -0.090764999999999985 0.089005000000000015 0.4002400000000001 0.09320500000000001 -0.025879999999999997 -0.08483499999999998 0.10402500000000002 0.084535000000000013 0.10027500000000002 -0.034684999999999994 -0.077774999999999983 -0.071359999999999993 0.11170000000000001 -0.093244999999999981 0.022560000000000004 -0.089604999999999976 -0.46695499999999995 -0.081614999999999979 0.085790000000000019 -0.55049499999999985 -0.010699999999999999 -0.54448499999999989 0.099975000000000008 -0.3960249999999999 -0.084074999999999997 0.00063500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 16 5 6 -3 -7 -6 -10 11 12 -11 -12 -13 -16 17 18 19 -1 -19 22 24 -23 -22 -25 27 -27 -20 -30
right_child=1 2 -4 -5 8 7 -8 -9 9 10 13 14 -14 -15 15 -17 -18 20 28 -21 21 23 -24 25 -26 26 -28 -29 29 -31
leaf_value=-7.492767292119208e-08 7.7263287328771014e-05 -3.4788206947788631e-05 -6.7054561627412029e-05 -2.0238159848174422e-05 -1.090077740455682e-05 3.1367253193267343e-05 4.0962498246699397e-06 -7.7536432672786757e-06 4.2355401178827467e-05 6.2477048708214659e-05 2.0404167098604379e-05 -2.1589796233456582e-05 1.0432549809043697e-05 -2.2848058904401114e-05 -6.3169251695177766e-06 2.588594056410679e-05 -1.6914289926372668e-05 -2.6974579486704898e-05 1.3548890461346933e-05 4.9761559026509613e-05 4.3158740994509901e-05 4.2614713732257739e-05 -5.8402706750273181e-05 -2.9809918978571658e-05 -1.3060155964694786e-05 -2.9946161590660704e-05 2.2088125048123795e-05 3.0098880205225275e-08 -3.2308127473308042e-05 2.4594218522342374e-06
leaf_weight=21 22 35 21 35 37 23 32 40 21 21 20 20 24 34 37 26 33 24 35 22 22 27 29 20 32 21 37 2300 21 29
leaf_count=21 22 35 21 35 37 23 32 40 21 21 20 20 24 34 37 26 33 24 35 22 22 27 29 20 32 21 37 2300 21 29
internal_value=0 3.15675e-06 -1.01293e-06 -4.81442e-07 2.73538e-06 -5.19389e-06 -1.62165e-05 6.52859e-06 7.0304e-06 1.02986e-05 6.59978e-06 1.22649e-05 3.472e-05 -6.82872e-06 9.05096e-08 6.97315e-06 -2.2275e-07 -1.41057e-08 7.50191e-06 2.54228e-05 -3.97087e-07 -1.40713e-07 -1.40013e-05 3.37637e-07 9.84384e-06 -1.4238e-07 1.09253e-07 -2.41121e-07 -1.56396e-06 -1.21429e-05
internal_weight=0 413 391 2708 370 130 67 63 240 203 182 128 45 54 83 63 2673 2640 128 43 2512 2488 83 2405 54 2378 2358 2321 85 50
internal_count=3121 413 391 2708 370 130 67 63 240 203 182 128 45 54 83 63 2673 2640 128 43 2512 2488 83 2405 54 2378 2358 2321 85 50
is_linear=0
shrinkage=0.1


Tree=4771
num_leaves=31
num_cat=0
split_feature=132 1185 1203 401 403 43 133 1210 130 40 40 48 123 39 33 40 40 9 9 2 13 13 13 52 133 133 481 13 133 160
split_gain=5.67222e-07 3.53164e-06 1.5125e-06 5.37486e-07 2.36472e-06 1.86812e-06 1.58721e-06 7.66036e-07 4.5682e-07 8.29271e-07 6.41496e-07 1.08232e-06 1.27053e-06 8.55425e-07 1.92941e-06 8.70019e-07 8.77915e-07 9.37319e-07 1.38741e-06 7.86627e-07 6.58766e-07 3.76225e-06 3.15619e-06 4.15161e-06 2.5166e-06 2.66603e-06 1.74358e-06 1.90315e-06 4.1431e-06 5.8203e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.078179999999999986 -0.072624999999999981 0.05259500000000001 0.51114000000000004 0.24726500000000004 -0.23123999999999997 -0.24290999999999999 -0.085734999999999992 0.085485000000000019 0.087755000000000014 -1.0000000180025095e-35 -0.012019999999999998 -0.083564999999999987 -0.081564999999999985 0.09055500000000001 0.10750500000000002 -0.045829999999999989 -0.081829999999999986 -0.081224999999999978 -0.082574999999999982 -0.0092699999999999987 0.11524500000000001 0.10722500000000001 -0.15036499999999997 -0.078704999999999983 0.090445000000000011 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 7 8 -5 -10 11 12 -11 -12 -15 -16 -17 19 -19 -18 22 -22 24 -24 25 -21 -23 28 29 -28
right_child=1 3 -4 6 5 -7 -8 -9 9 10 13 -13 -14 14 15 16 17 18 -20 20 21 26 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.8002745204844709e-06 4.123319612994064e-05 3.0492563340279355e-05 -2.7053938777465158e-05 1.3990176162421805e-05 1.4358032772347711e-05 -2.2507712057111868e-05 -2.0737560260238608e-05 1.790041630253351e-05 -2.0449985895538704e-05 3.7695401970267995e-05 1.4829273319215596e-05 -6.06941005543149e-06 3.5683878801743656e-06 -2.7588032953819775e-05 -1.8772018029267203e-05 1.6433266569038097e-05 -1.5373848115944255e-05 3.1906032646392394e-05 -4.4854663974547293e-06 4.6480317189672249e-07 -3.6069291180014728e-05 2.5868994037144451e-05 -4.845393136964136e-06 5.6038065122265837e-05 -3.2163183625569852e-05 3.5718110517667479e-05 -7.0301857561824602e-05 -4.079026357453023e-07 1.5789160291509084e-05 -3.9084597266346764e-06
leaf_weight=195 21 30 27 23 27 28 37 24 20 20 37 28 24 26 25 32 35 22 20 861 31 24 21 24 23 22 23 1333 27 31
leaf_count=195 21 30 27 23 27 28 37 24 20 20 37 28 24 26 25 32 35 22 20 861 31 24 21 24 23 22 23 1333 27 31
internal_value=0 3.73059e-07 -4.87167e-06 7.4914e-08 7.90856e-06 -4.40998e-06 -1.63489e-07 1.12723e-07 -4.3538e-08 -1.62687e-07 -1.17962e-08 9.30008e-06 1.90807e-05 -2.67989e-07 -4.845e-07 -2.08583e-07 -2.5077e-08 -2.35997e-07 1.45767e-05 -4.89412e-07 -2.74142e-07 -1.60165e-06 1.77645e-06 2.76258e-05 4.92539e-07 1.34314e-06 -8.58606e-07 -1.31226e-06 -1.6195e-05 -3.21871e-05
internal_weight=0 2899 222 2878 85 55 2793 2756 2732 2709 2689 72 44 2617 2580 2554 2529 2497 42 2455 2420 1469 951 45 906 883 1438 1414 81 54
internal_count=3121 2899 222 2878 85 55 2793 2756 2732 2709 2689 72 44 2617 2580 2554 2529 2497 42 2455 2420 1469 951 45 906 883 1438 1414 81 54
is_linear=0
shrinkage=0.1


Tree=4772
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1210 1210 1210 1210 1209 1210 401 0 1213 402 402 402 1211 1211 1211 399 399 1185 403 403 3 2 403 4 403 394 390
split_gain=5.86041e-07 1.0362e-06 1.14416e-06 9.44025e-07 1.29718e-06 6.11624e-07 6.98813e-07 1.17969e-06 6.85684e-07 8.85662e-07 3.75445e-06 1.35502e-06 1.24695e-06 7.08337e-07 8.42506e-07 6.86548e-07 1.07926e-06 1.40756e-06 8.25412e-07 1.89112e-06 9.37002e-07 7.63109e-07 7.86819e-07 1.48517e-06 1.62343e-06 1.29387e-06 1.07885e-06 1.01091e-06 1.05093e-06 2.04191e-06
threshold=0.11531000000000001 0.10233500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 -0.083289999999999989 -0.079504999999999978 -0.084629999999999997 -0.064799999999999983 -0.078179999999999986 -0.071719999999999992 -0.0043299999999999996 -0.43418999999999991 -0.15673499999999999 -0.031734999999999992 0.11048500000000001 0.091735000000000011 0.087635000000000005 0.091895000000000018 0.10054500000000001 -0.087384999999999977 -0.5335399999999999 -0.09798999999999998 -0.084319999999999992 0.087955000000000019 -0.089609999999999981 -0.083439999999999986 -0.085729999999999987 -0.12099999999999998 0.090205000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8 -9 10 11 -10 -11 -14 -15 16 17 18 20 -20 -16 -22 23 26 -25 -24 -23 -27 -29 -30
right_child=-2 -3 -4 4 5 6 7 8 9 12 -12 -13 13 14 15 -17 -18 -19 19 -21 21 22 25 24 -26 27 -28 28 29 -31
leaf_value=2.1269754610589838e-05 -1.4149402309628605e-05 1.8034095549523955e-05 -1.916852451094817e-05 -2.4199700105369135e-05 1.48820302976154e-05 -1.4221183108234341e-05 2.0267140110984752e-05 -1.5575676583726557e-05 9.0319601326882548e-06 -1.9780402055857849e-05 4.0958617642495996e-05 -2.2401074238587172e-05 1.5104860006343393e-05 -1.4502994302745266e-05 2.127267135143657e-05 1.3645325410883793e-05 -1.8042723450255863e-05 2.5940844543150717e-05 -3.6762905992873136e-05 -4.8821542069608193e-08 1.8192066921113546e-05 -9.885730198025808e-06 2.5574476494512056e-05 -4.3433197824924718e-05 -5.2089984528720385e-06 -1.9206722491718313e-05 2.0098330731430215e-05 1.8544129025324385e-05 2.8687327602133041e-07 -3.1804951449885264e-05
leaf_weight=21 29 32 31 22 28 34 29 28 32 32 27 24 31 40 21 37 33 21 20 47 23 28 20 20 25 27 21 31 2287 20
leaf_count=21 29 32 31 22 28 34 29 28 32 32 27 24 31 40 21 37 33 21 20 47 23 28 20 20 25 27 21 31 2287 20
internal_value=0 1.32706e-07 -5.44977e-08 1.41123e-07 -6.38413e-09 1.71865e-07 3.26211e-08 1.98363e-07 -2.67141e-09 1.49419e-07 1.03287e-05 -4.43934e-06 -1.54057e-07 7.41564e-08 -9.70864e-08 1.17847e-07 -7.14559e-08 1.5568e-07 -5.33889e-08 -1.10082e-05 2.37525e-07 6.09709e-08 -1.07248e-07 -9.08111e-06 -2.21975e-05 2.46439e-07 2.96458e-06 3.22481e-08 2.54426e-07 8.66066e-09
internal_weight=0 3092 3060 3029 3008 2986 2958 2924 2895 2867 83 56 2784 2752 2721 2681 2644 2611 2590 67 2523 2502 2479 94 45 2385 49 2365 2338 2307
internal_count=3121 3092 3060 3029 3008 2986 2958 2924 2895 2867 83 56 2784 2752 2721 2681 2644 2611 2590 67 2523 2502 2479 94 45 2385 49 2365 2338 2307
is_linear=0
shrinkage=0.1


Tree=4773
num_leaves=31
num_cat=0
split_feature=33 402 1212 1208 1208 1210 1212 13 1211 4 1211 1211 1211 1186 393 1212 1212 1213 1209 1 133 133 403 160 1446 160 160 480 1200 1446
split_gain=5.5777e-07 5.4906e-07 1.08323e-06 6.11145e-07 8.44781e-07 1.79789e-06 9.99098e-07 1.72702e-06 2.33145e-06 1.59797e-06 7.2442e-07 1.13289e-06 1.21356e-06 1.11732e-06 1.15057e-06 7.41395e-07 4.12228e-06 5.15061e-06 2.13577e-06 1.75017e-06 2.02075e-06 3.1823e-06 1.38245e-06 1.26437e-06 3.02082e-06 1.30507e-06 1.39148e-06 1.31705e-06 1.10398e-06 1.09074e-06
threshold=-0.044254999999999996 0.31278000000000006 0.15049500000000002 0.11531000000000001 0.10233500000000001 -0.099939999999999987 0.10321500000000002 -0.084319999999999992 0.11671000000000002 -0.077834999999999988 0.11048500000000001 0.091735000000000011 0.087635000000000005 -0.095479999999999982 0.11213000000000002 0.086920000000000011 0.087505000000000013 -0.086179999999999993 0.08456000000000001 0.08592000000000001 -0.0023199999999999996 -0.0081349999999999981 -0.0091899999999999985 -0.54913999999999985 0.037915000000000011 -0.53908999999999996 -0.52439499999999983 0.11303500000000001 0.085330000000000017 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 10 -8 9 -9 11 12 13 -7 15 18 -17 -18 23 20 21 -19 -20 24 -15 -25 -27 28 29 -28
right_child=1 -3 -4 -5 -6 6 7 8 -10 -11 -12 -13 -14 14 -16 16 17 19 22 -21 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=1.5866460092762612e-05 -2.4061316634610958e-05 1.600211242995491e-05 -2.2856696068629391e-05 -1.4773108543002828e-05 1.6230685423579418e-05 -2.0585597087995634e-05 3.1558932289078292e-05 -2.5743648660389467e-06 -2.0140859638119986e-05 3.4702192604764488e-05 1.7100954327512833e-05 -2.1980348962339727e-05 2.3787946156517139e-05 -8.8594494930778933e-06 2.3754306121190896e-05 -4.5134304199715797e-05 3.6929847854496299e-05 -7.1406620409106837e-06 4.1585393391869735e-05 1.4450469388975761e-05 5.0555662354505012e-06 -5.9945050244485699e-05 4.4040217613883216e-06 -2.3802860694862224e-05 4.1856157519720473e-05 1.9145932886506976e-05 -1.1744309543186254e-06 -2.3045176326027456e-05 2.2410711928733648e-05 7.4975480469762968e-06
leaf_weight=22 31 21 21 28 32 27 27 23 29 23 24 24 21 24 20 24 29 25 20 20 23 21 20 24 23 36 2257 26 21 155
leaf_count=22 31 21 21 28 32 27 27 23 29 23 24 24 21 24 20 24 29 25 20 20 23 21 20 24 23 36 2257 26 21 155
internal_value=0 -1.12638e-07 -2.22583e-07 -6.7098e-08 6.8844e-08 -1.03721e-07 1.46678e-07 9.87202e-06 2.06473e-06 1.60639e-05 -1.99685e-07 -3.45888e-07 -1.61503e-07 -3.41446e-07 -1.43977e-07 -3.17909e-07 -7.35446e-06 3.2958e-07 6.55095e-08 -1.15964e-05 -1.91462e-05 -3.1247e-05 2.29947e-05 -2.91922e-07 1.59588e-05 -5.95131e-07 -3.7189e-07 -6.57633e-07 -4.18391e-07 -6.17152e-07
internal_weight=0 3099 3078 3057 3029 2997 2966 102 75 46 2864 2840 2816 2795 2768 2748 142 118 2606 89 69 46 40 2566 47 2519 2495 2459 2433 2412
internal_count=3121 3099 3078 3057 3029 2997 2966 102 75 46 2864 2840 2816 2795 2768 2748 142 118 2606 89 69 46 40 2566 47 2519 2495 2459 2433 2412
is_linear=0
shrinkage=0.1


Tree=4774
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 1417 156 52 4 481 13 481 1447 403 133 403 403 1210 42 52 43 4 1210 401 0 1210 43 1210 1210 2 2
split_gain=4.73933e-07 2.60884e-06 1.29754e-06 4.59795e-07 1.08776e-06 8.60537e-07 1.31487e-06 1.42186e-06 5.36562e-07 1.74517e-06 1.62036e-06 4.92309e-06 9.81236e-07 3.769e-06 2.27452e-06 1.07385e-06 6.69339e-07 3.90736e-06 8.2019e-06 7.11349e-06 1.9371e-06 1.22568e-06 1.02122e-06 3.33411e-06 2.06538e-06 1.35425e-06 8.26245e-07 6.37172e-07 6.04317e-07 2.69413e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.12521000000000002 -0.080324999999999994 0.3248100000000001 -0.55692499999999978 -0.50052499999999989 -0.15265499999999996 -0.080344999999999986 -0.086484999999999992 -0.085684999999999997 -0.54856499999999986 0.40431 -0.53960999999999981 -0.53255499999999989 -0.077744999999999995 0.087075000000000014 0.086040000000000019 -0.0047449999999999992 -0.083644999999999983 -0.064799999999999983 -0.078179999999999986 -0.071719999999999992 0.15724500000000002 0.05259500000000001 -0.011179999999999997 0.0028200000000000005 0.088125000000000023 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 7 -6 9 -8 11 -10 13 -12 -14 -16 17 18 20 -19 -17 -18 23 25 26 -23 -24 28 29 -28
right_child=1 3 -4 -5 5 -7 8 -9 10 -11 12 -13 14 -15 15 16 21 19 -20 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.6082875698686666e-06 3.5459434283915301e-05 -2.217113453959676e-05 -2.499869483640564e-05 1.519435190857621e-05 -2.0895228490499822e-07 -2.0518797464319507e-05 -3.2419543222204085e-05 2.9374763085243672e-05 5.5383541032261711e-05 9.3557472882821455e-06 -4.4604564358120446e-05 -4.9478841686466604e-06 3.3619683044889825e-05 1.2698135731170624e-05 -2.2754974954642378e-05 -6.354494005790912e-06 -2.5055274163605646e-05 -1.2330669851507994e-05 -6.1278474186110549e-05 6.9214206039601862e-05 3.194249226063611e-05 1.3148643483873457e-05 -1.735395675654315e-05 4.03648532553164e-05 -2.9766388100445813e-05 -1.797298316197502e-05 1.25741673823154e-07 1.5806048708327581e-05 -1.7747327877359577e-06 2.0033699704620395e-05
leaf_weight=195 21 22 27 20 33 20 20 32 21 20 22 38 20 24 21 25 20 20 20 23 28 27 28 26 24 29 988 25 1209 73
leaf_count=195 21 22 27 20 33 20 20 32 21 20 22 38 20 24 21 25 20 20 20 23 28 27 28 26 24 29 988 25 1209 73
internal_value=0 3.41008e-07 -4.45307e-06 8.47578e-08 -2.09777e-08 1.5085e-07 2.97652e-07 1.43553e-05 -3.45003e-08 -1.15319e-05 1.3514e-07 1.6526e-05 -2.29513e-07 -1.47075e-05 2.60461e-08 -2.33766e-07 -4.93813e-08 7.37303e-06 -6.7129e-06 3.12864e-05 1.38779e-05 -4.00953e-07 -1.97953e-07 1.07717e-05 -5.81215e-07 -2.96791e-06 -2.79689e-07 -7.1376e-08 -2.46237e-07 1.49547e-06
internal_weight=0 2899 222 2878 2858 2836 2816 65 2751 40 2711 59 2652 46 2606 2586 2565 116 73 43 53 2449 2429 82 2347 56 2323 2295 2270 1061
internal_count=3121 2899 222 2878 2858 2836 2816 65 2751 40 2711 59 2652 46 2606 2586 2565 116 73 43 53 2449 2429 82 2347 56 2323 2295 2270 1061
is_linear=0
shrinkage=0.1


Tree=4775
num_leaves=31
num_cat=0
split_feature=132 1186 1185 52 13 52 400 1 13 40 130 12 12 9 10 2 9 12 1212 1213 15 1213 402 403 402 133 1213 403 1213 1210
split_gain=5.05253e-07 1.44554e-05 8.57052e-06 1.34355e-06 9.79735e-07 5.41252e-07 6.62048e-07 5.18345e-07 6.21167e-07 4.52424e-07 1.68947e-06 8.96024e-07 7.2004e-07 1.45944e-06 1.74117e-06 3.15466e-06 1.45416e-06 9.18364e-07 6.87394e-07 9.53299e-07 1.80591e-06 1.16197e-06 8.40128e-07 2.07535e-06 1.46254e-06 1.38125e-06 9.92717e-07 8.4221e-06 3.23032e-06 3.50262e-06
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 0.056795000000000005 0.08568000000000002 -0.014055 0.089625000000000024 -0.0079349999999999993 -0.24620999999999996 -0.22699999999999995 0.14786000000000002 0.12757000000000002 0.092890000000000014 0.053330000000000009 -0.15339499999999998 0.087755000000000014 -0.015429999999999998 -0.52517999999999987 -0.24064499999999997 0.089165000000000008 -0.15413999999999997 -0.46900499999999995 -0.43370499999999995 -0.45015499999999992 0.50628500000000021 -0.087969999999999979 -0.0047449999999999992 -0.085284999999999986 -0.3960249999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 7 -7 8 -1 -4 -11 12 13 14 16 -16 18 -15 -12 20 -20 -21 23 -23 -24 26 27 -26 -28 -30
right_child=2 -3 9 -5 -6 6 -8 -9 -10 10 11 -13 -14 17 15 -17 -18 -19 19 21 -22 22 24 -25 25 -27 28 -29 29 -31
leaf_value=1.3006123053190361e-05 -6.2527945969618901e-05 8.1511842580022693e-05 1.5113478509647393e-05 -2.4242885024250428e-05 1.8590816215118656e-05 2.0060182247437877e-07 -2.358490150072612e-05 -1.1868396070440214e-05 -5.4258265642850105e-06 -2.7584290960062805e-05 1.8025997165490741e-05 1.6873447839316215e-05 -1.8861574899347035e-05 3.5722369830182289e-06 7.1027676919281184e-06 -4.7709977713696266e-05 2.5819587509348908e-05 3.3513818908388551e-05 2.073038158192592e-06 2.2077183076400311e-05 -3.0213718576609003e-05 -7.7855107000297212e-06 -2.1502242887549983e-05 3.722494307908164e-05 1.5714915745142523e-05 2.0336004584378592e-05 3.11712833067621e-05 -5.1721714378565534e-05 -3.6834841515743536e-05 7.3690798902171314e-08
leaf_weight=41 22 22 20 28 23 22 25 25 33 22 21 32 20 20 21 21 22 21 41 24 30 21 32 20 46 33 33 31 26 2323
leaf_count=41 22 22 20 28 23 22 25 25 33 22 21 32 20 20 21 21 22 21 41 24 30 21 32 20 46 33 33 31 26 2323
internal_value=0 4.63164e-06 -3.49525e-07 -3.95397e-06 -5.92495e-07 -3.61452e-06 -1.24513e-05 5.80696e-07 4.78647e-06 1.25449e-07 2.06374e-08 2.34629e-07 4.48778e-08 1.80602e-07 -9.91171e-08 -2.03036e-05 2.14826e-07 1.89082e-05 4.71616e-09 -1.37557e-07 -1.15693e-05 1.75942e-07 -2.89814e-08 1.41708e-05 -2.59644e-07 1.31346e-08 -2.596e-07 -1.14349e-05 1.0165e-07 -3.34833e-07
internal_weight=0 219 2902 197 169 146 47 99 74 2880 2860 2838 2806 2786 2745 42 2703 41 2681 2660 71 2589 2565 41 2524 2492 2459 77 2382 2349
internal_count=3121 219 2902 197 169 146 47 99 74 2880 2860 2838 2806 2786 2745 42 2703 41 2681 2660 71 2589 2565 41 2524 2492 2459 77 2382 2349
is_linear=0
shrinkage=0.1


Tree=4776
num_leaves=31
num_cat=0
split_feature=402 1212 401 1209 42 1209 1212 1212 1213 402 15 401 52 2 1211 1203 1204 1203 1212 1213 1213 1211 402 402 1184 390 133 133 401 133
split_gain=5.77228e-07 9.21259e-07 5.99411e-07 5.30319e-07 2.31675e-06 1.71097e-06 6.98577e-07 5.19163e-06 2.29427e-06 1.31475e-06 1.96456e-06 1.6415e-06 7.7231e-07 8.45385e-07 7.20639e-07 9.59353e-07 3.37003e-06 1.15782e-06 7.2157e-07 8.89111e-07 8.57287e-07 8.21423e-07 8.36369e-07 6.49392e-07 1.27058e-06 1.85545e-06 9.52179e-07 2.39229e-06 1.18245e-06 1.7203e-06
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.085894999999999985 0.087505000000000013 -0.069599999999999981 -0.089544999999999986 -0.070754999999999985 -0.085714999999999986 -0.45454999999999995 0.09006500000000002 -1.0000000180025095e-35 0.089325000000000015 0.085105000000000014 0.11048500000000001 0.088820000000000024 -0.077669999999999989 0.087075000000000014 -1.0000000180025095e-35 0.12955000000000003 0.091280000000000014 0.085965000000000014 0.11191000000000001 0.10686000000000002 0.088135000000000019 0.087590000000000015 -0.085499999999999979 -0.082009999999999986 0.084575000000000011 -0.24098999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 8 -8 12 10 -9 -11 13 -7 15 17 -17 18 -13 20 21 22 23 24 25 26 28 -28 29 -20
right_child=-2 -3 -4 5 -6 6 7 9 -10 11 -12 14 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.4070466368463844e-05 1.6523347654756871e-05 -2.0985909781129088e-05 1.5772346553906876e-05 2.271626883267538e-05 -3.0586760364643015e-05 -7.0886611216077913e-06 -5.1242737208667682e-05 -4.8341670632604905e-06 3.1198651189091231e-05 -2.2281288102021791e-05 3.003929081647324e-05 1.8183664897584268e-05 -1.7815028886183255e-05 1.8211093236459422e-05 1.4294952699642369e-05 -4.4923926783927268e-05 6.0266287966763176e-06 2.2255060590079825e-05 -3.8544482540601166e-07 -2.0445737812803022e-05 1.6839731255584351e-05 -1.8488602758225171e-05 -1.6598297717733187e-05 1.7033573451705956e-05 -2.2213364931863349e-05 2.827903177287384e-05 3.2518935246195683e-05 9.5775742440900078e-08 1.1290161949416092e-05 -1.7532295177137382e-05
leaf_weight=21 21 21 24 33 26 28 20 30 30 34 35 21 21 25 34 21 34 23 125 22 29 25 31 22 26 23 23 2148 35 110
leaf_count=21 21 21 24 33 26 28 20 30 30 34 35 21 21 25 34 21 34 23 125 22 29 25 31 22 26 23 23 2148 35 110
internal_value=0 -1.11937e-07 3.04317e-08 -9.32364e-08 -1.06335e-05 7.14557e-08 -1.7973e-07 -4.71382e-07 7.87153e-06 -1.15216e-07 1.39438e-05 -4.43228e-07 -1.58542e-06 4.84519e-06 -1.73426e-07 -3.54414e-07 -1.34272e-05 -8.4416e-08 -2.7904e-07 -4.2708e-07 -2.57496e-07 -4.50572e-07 -2.73242e-07 -7.17782e-08 -2.2291e-07 9.13236e-09 -2.57237e-07 4.39273e-07 -5.85769e-06 -8.41163e-06
internal_weight=0 3100 3079 3055 47 3008 2975 2871 104 2851 65 2786 74 53 2752 2718 55 2663 2640 2619 2597 2568 2543 2512 2490 2464 2441 2171 270 235
internal_count=3121 3100 3079 3055 47 3008 2975 2871 104 2851 65 2786 74 53 2752 2718 55 2663 2640 2619 2597 2568 2543 2512 2490 2464 2441 2171 270 235
is_linear=0
shrinkage=0.1


Tree=4777
num_leaves=31
num_cat=0
split_feature=130 39 394 394 1176 1186 394 43 394 1183 1186 394 33 42 130 43 129 42 42 160 42 42 1209 3 1209 9 8 34 9 13
split_gain=5.22285e-07 8.31164e-07 5.06364e-07 2.04388e-06 1.38697e-06 9.97017e-07 3.42581e-06 3.04124e-06 1.44858e-06 7.97459e-07 7.8916e-07 8.61131e-07 6.56487e-07 6.60668e-07 4.16513e-06 2.48447e-06 1.35046e-06 1.03654e-06 1.1082e-06 1.50331e-06 8.7943e-07 1.18655e-06 1.12432e-06 3.60787e-06 8.53854e-07 6.91344e-07 1.4506e-06 7.74858e-07 9.32031e-07 6.87946e-07
threshold=-0.23123999999999997 0.15619500000000003 -0.15150999999999998 -0.11103499999999998 0.085730000000000015 0.062435000000000011 0.264685 -0.012164999999999999 -0.088129999999999986 -0.081039999999999987 -0.087469999999999978 -0.078674999999999981 -0.044254999999999996 -0.12099999999999998 0.084580000000000016 -0.095589999999999994 0.085790000000000019 -0.10071499999999999 -0.095859999999999987 0.62940000000000007 -0.092814999999999981 -0.091729999999999992 -0.087714999999999987 -0.081644999999999981 -0.065739999999999979 0.091600000000000015 0.098655000000000007 -0.097449999999999981 -0.092939999999999981 -0.087324999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 8 -7 -5 -10 -11 -12 -13 14 -14 16 -16 -15 -19 20 -20 -22 23 -23 -24 27 -27 -26 -29 -30
right_child=1 -3 3 4 -6 7 -8 -9 9 10 11 12 13 17 15 -17 -18 18 19 -21 21 22 24 -25 25 26 -28 28 29 -31
leaf_value=1.5013560954210571e-05 -1.1301615332297681e-05 -2.0431376384522082e-05 3.202827967470512e-05 2.5684523676649076e-05 -2.1809161354871448e-05 6.7522802935620293e-06 4.0656344208400699e-05 -4.1862809799071827e-05 -1.7507407791037202e-05 1.7100647906536997e-05 -1.6929307997391639e-05 1.7717922487680058e-05 3.4100576220470639e-05 -1.5578466735116144e-05 -9.9668636418452194e-06 -2.6279258557170744e-05 2.3845081502966224e-05 2.1288071638991824e-05 -1.5393700119307757e-05 -2.7609965818555797e-05 2.3806965249864984e-05 4.251238903331493e-05 -1.5433191239591562e-05 -1.2319703739649413e-05 1.9709629996214061e-05 -2.7926736423139049e-05 7.4100189348904507e-06 -2.1030067103397634e-05 3.186382787053729e-06 -8.271287488405274e-07
leaf_weight=23 39 20 20 22 29 31 21 22 26 27 30 21 39 44 21 34 27 24 37 20 21 24 37 24 20 26 21 21 561 1789
leaf_count=23 39 20 20 22 29 31 21 22 26 27 30 21 39 44 21 34 27 24 37 20 21 24 37 24 20 26 21 21 561 1789
internal_value=0 -1.11461e-07 2.05727e-08 1.65872e-07 -4.5207e-08 1.65882e-07 4.11184e-07 -1.34276e-05 1.21352e-07 -7.29771e-08 8.50756e-08 -7.66352e-08 1.03223e-07 -2.93612e-08 7.19786e-06 -5.59734e-06 9.05236e-06 -3.5701e-07 -1.01869e-07 -2.99239e-07 -8.76096e-08 1.35003e-07 -6.20292e-08 1.50963e-05 -3.5601e-07 -1.27193e-07 -1.2138e-05 1.08904e-07 -5.64336e-08 1.3099e-07
internal_weight=0 3098 3078 3039 3019 2990 2937 53 2916 2894 2868 2841 2811 2790 121 82 48 2669 2625 2601 2581 2544 2523 48 2475 2438 47 2391 2371 2350
internal_count=3121 3098 3078 3039 3019 2990 2937 53 2916 2894 2868 2841 2811 2790 121 82 48 2669 2625 2601 2581 2544 2523 48 2475 2438 47 2391 2371 2350
is_linear=0
shrinkage=0.1


Tree=4778
num_leaves=31
num_cat=0
split_feature=132 15 393 50 52 1213 1203 42 133 120 12 33 12 16 142 11 1 1 1 479 10 0 1 160 160 457 15 4 1 457
split_gain=4.46296e-07 1.39807e-05 7.60736e-06 2.53307e-06 5.35354e-07 5.82575e-07 6.21865e-07 7.4736e-07 1.09943e-06 4.63511e-07 8.48862e-07 7.63632e-07 7.13185e-07 2.06247e-06 1.3072e-06 3.3679e-06 8.08161e-07 8.87536e-07 1.04526e-05 5.18857e-06 4.81233e-06 1.27009e-05 9.68801e-06 1.57983e-06 3.70583e-06 2.30414e-06 2.52946e-06 5.49419e-06 2.54861e-06 1.72416e-06
threshold=-0.083284999999999984 0.091915000000000011 0.12679500000000002 0.097510000000000013 0.090645000000000017 0.085835000000000009 0.085265000000000021 -0.018024999999999996 -0.40071499999999999 0.093680000000000013 0.22926500000000002 -0.044254999999999996 0.12757000000000002 0.0028900000000000006 -0.057499999999999989 -1.0000000180025095e-35 0.15471500000000002 0.09253500000000002 0.091785000000000019 0.093525000000000011 -0.013164999999999998 -0.098289999999999975 0.093400000000000025 0.11205000000000002 0.089640000000000011 -0.11701499999999999 -0.10203999999999998 0.056795000000000005 0.094465000000000007 -0.076219999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 6 7 8 -1 10 11 -2 14 -14 -13 -16 17 18 -17 20 21 -19 -22 24 25 -24 27 -27 -28 -30
right_child=2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 12 13 -15 15 16 -18 19 -20 -21 22 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=1.1974852186144943e-05 1.9058527260269678e-05 7.3192002922111839e-05 -6.1789600222255105e-05 -3.8614632958342552e-05 1.2509656458860265e-05 -1.5257023778758595e-05 -1.2698152423926616e-05 1.4735604471944069e-05 -1.8039605032964364e-05 -1.4041219353954227e-05 1.9779025892189978e-05 2.439779406648251e-05 -3.340089617426123e-05 9.9448521290295985e-06 -3.9044797110612062e-05 7.8614068921606138e-08 -1.8849934820702237e-05 9.42991104329849e-05 -6.2599679565917348e-05 5.339680911674805e-05 -5.92290497277443e-05 -8.4701198810510871e-07 3.5844105377691447e-05 2.3142519694374641e-05 -3.0965576282012215e-05 5.7464635161026812e-05 -3.0260640198775948e-05 4.8271952111273139e-06 -2.9531427499023268e-05 6.0055428716251386e-07
leaf_weight=23 21 26 20 20 25 32 29 38 26 23 22 22 23 21 22 1826 22 20 27 20 27 47 20 33 35 22 32 201 20 376
leaf_count=23 21 26 20 20 25 32 29 38 26 23 22 22 23 21 22 1826 22 20 27 20 27 47 20 33 35 22 32 201 20 376
internal_value=0 4.35303e-06 -3.28492e-07 -4.92061e-06 -1.02535e-06 -3.31166e-06 -1.63929e-08 4.21086e-06 -3.95119e-06 9.80251e-08 2.11772e-07 6.00345e-08 -8.16446e-08 -1.27132e-05 1.18856e-07 -7.5376e-08 2.38894e-07 3.94087e-07 -8.34669e-07 3.06336e-06 1.85487e-06 2.75548e-05 -3.93037e-07 1.75659e-06 7.56961e-07 2.41164e-06 1.38453e-06 1.00201e-05 -3.11486e-06 -9.21263e-07
internal_weight=0 219 2902 193 173 148 116 87 49 2882 2859 2837 2816 44 2772 2750 2728 2706 1853 853 833 67 766 739 706 671 651 223 428 396
internal_count=3121 219 2902 193 173 148 116 87 49 2882 2859 2837 2816 44 2772 2750 2728 2706 1853 853 833 67 766 739 706 671 651 223 428 396
is_linear=0
shrinkage=0.1


Tree=4779
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 15 42 0 133 15 47 2 9 1 1 47 34 11 40 2 15 16 3 43 148 447 12 16 457 2 151
split_gain=5.26418e-07 3.29352e-06 1.40337e-06 1.40007e-06 5.71826e-07 9.6804e-07 6.56223e-07 6.55185e-07 1.31898e-06 4.69385e-07 5.12207e-06 1.60849e-06 6.75413e-06 1.91636e-06 1.84331e-06 1.30581e-06 1.11437e-06 7.54049e-07 8.08321e-07 2.29436e-06 2.22573e-06 3.28659e-06 9.67261e-07 6.81131e-07 1.31919e-06 7.61386e-07 9.10458e-07 1.57089e-06 2.56504e-06 4.4047e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.084510000000000016 -0.049004999999999993 -0.09515499999999999 -0.37971999999999995 -0.071579999999999991 0.092165000000000011 -1.0000000180025095e-35 -0.013509999999999999 0.107145 0.13820500000000002 0.089640000000000011 -0.080814999999999984 -1.0000000180025095e-35 -0.049474999999999998 0.10402500000000002 -0.13843999999999998 -0.072359999999999994 -0.077104999999999993 -0.11180499999999999 -0.10069499999999999 0.094580000000000011 -0.096104999999999982 -0.54656499999999986 0.085360000000000005 0.08622500000000001 -0.0071249999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 -8 -9 11 -11 12 -3 -14 15 -13 -17 -12 20 -20 21 -19 -22 -18 25 -25 -27 -28 -29 -30
right_child=1 9 -4 -5 5 -7 7 8 -10 10 17 14 13 -15 -16 16 23 18 19 -21 22 -23 -24 24 -26 26 27 28 29 -31
leaf_value=8.6478565663128389e-06 3.9818020736891503e-05 6.481473222720524e-05 -2.7012038283828586e-05 -2.6266376915459875e-05 -4.1657318315233373e-06 2.4543794969152561e-05 -1.8519900407909518e-05 1.8640927340708334e-05 -1.2278658982108322e-05 -5.2548759349519969e-05 1.5682539134542348e-05 -2.1127260580604864e-05 1.1162129605788954e-05 -2.5749211173123598e-05 -2.6421953949606035e-05 2.3528288838427953e-05 1.5119572332966322e-05 -2.7161941383942926e-06 -3.329151897690151e-05 3.1676934860216638e-06 -2.4927634112827948e-05 5.1203781140429783e-05 -1.2549175561251752e-06 -1.0049838090083935e-05 -2.1377301758158346e-05 -1.4382508605847715e-05 4.0290012248848745e-07 4.487402131417184e-05 1.7870744795800419e-05 -3.0679320880153681e-05
leaf_weight=38 21 20 25 21 23 24 32 22 37 20 27 28 39 22 26 21 31 26 28 45 20 20 126 67 28 39 2126 20 74 25
leaf_count=38 21 20 25 21 23 24 32 22 37 20 27 28 39 22 26 21 31 26 28 45 20 20 126 67 28 39 2126 20 74 25
internal_value=0 3.59392e-07 -4.69317e-06 -1.86083e-06 1.0512e-06 1.04945e-05 -2.38937e-06 -6.99832e-06 -7.49322e-07 7.14725e-08 -3.59096e-06 5.16788e-07 1.43844e-05 -2.15016e-06 6.4766e-08 3.44821e-07 5.92134e-07 -2.3769e-07 -1.85975e-06 -1.08167e-05 1.54574e-06 2.07273e-05 -4.49776e-06 3.92275e-07 2.00369e-07 4.57355e-07 7.65578e-07 1.02873e-06 1.22095e-05 5.61063e-06
internal_weight=0 2899 222 197 176 47 129 91 59 2878 312 2566 81 61 2485 2459 2431 292 265 73 192 46 146 2410 2379 2351 2284 2245 119 99
internal_count=3121 2899 222 197 176 47 129 91 59 2878 312 2566 81 61 2485 2459 2431 292 265 73 192 46 146 2410 2379 2351 2284 2245 119 99
is_linear=0
shrinkage=0.1


Tree=4780
num_leaves=31
num_cat=0
split_feature=50 132 42 42 1211 1211 44 48 48 1186 3 49 475 50 50 4 50 51 1452 42 133 15 43 52 130 39 51 51 12 402
split_gain=4.76628e-07 1.21211e-05 8.99894e-06 1.36938e-05 6.55718e-06 1.16816e-06 1.04454e-06 3.17192e-06 1.6979e-06 8.61997e-07 8.49384e-07 1.86145e-06 2.46086e-06 2.36878e-06 5.3567e-06 1.58192e-06 9.22165e-07 8.36785e-07 7.99483e-07 7.14672e-07 3.57011e-06 1.56276e-06 1.47978e-06 2.20181e-06 1.2304e-06 1.37476e-06 1.41286e-06 5.08411e-06 1.47398e-06 1.49886e-06
threshold=0.096900000000000014 -0.083284999999999984 -0.021469999999999996 -0.095284999999999995 0.09030500000000001 0.11986000000000001 0.099360000000000018 0.10096000000000001 0.078735000000000013 -0.10142499999999997 -0.078584999999999988 0.08610000000000001 -0.084264999999999993 0.10917 0.10352000000000001 -0.021294999999999998 0.10803500000000001 0.11548000000000001 0.11396500000000002 -0.16797499999999996 0.089595000000000022 -0.028889999999999996 -0.50216499999999986 0.077655000000000016 -0.22699999999999995 0.11683000000000002 0.10501000000000001 0.123935 0.12757000000000002 0.23460000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 6 9 7 8 10 -1 11 12 -4 14 -14 -15 -12 -18 19 20 21 -11 23 -21 -24 26 28 -28 29 -26
right_child=1 2 4 -5 -6 -7 -8 -9 -10 18 16 -13 13 15 -16 -17 17 -19 -20 22 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=-1.8040266823609946e-05 7.5386942808108873e-05 5.4071300697754714e-06 -2.0394889065106066e-05 -0.00010465531202498824 5.6224094880789107e-05 -2.0105886590802887e-05 -1.8675217499549034e-05 3.5288282183669428e-05 -2.5484723511908671e-05 1.7898350779432804e-05 -2.3948449355278476e-05 3.5011801155633297e-05 -8.2028941441032141e-06 1.518480587591235e-05 6.240639469917204e-05 -2.0504009787853449e-05 1.0786262757594362e-05 -1.0228882892988622e-05 1.9836255046357112e-05 3.2290600122933308e-07 -4.2718643769900235e-05 -1.6997713267468973e-05 -2.3323181409543159e-05 4.1743829162788603e-05 -1.9133538889281753e-07 1.8072271225209104e-05 5.2521393980565668e-05 -1.0335523294939307e-05 -2.1122104008749637e-05 -2.5310578621429158e-05
leaf_weight=27 22 26 35 20 23 30 25 27 25 33 21 20 21 23 22 27 36 40 20 33 23 21 23 21 2324 41 22 31 35 24
leaf_count=27 22 26 35 20 23 30 25 27 25 33 21 20 21 23 22 27 36 40 20 33 23 21 23 21 2324 41 22 31 35 24
internal_value=0 3.16441e-06 -8.99263e-07 -4.24461e-05 4.64032e-06 -4.82603e-07 9.55761e-07 2.6082e-06 -6.59809e-07 -2.62775e-07 1.87335e-06 6.64012e-06 2.20704e-06 1.07131e-05 2.79228e-05 -4.08715e-06 -5.39966e-06 -2.7434e-07 -8.17146e-08 -2.33124e-07 -9.72513e-06 4.32766e-06 5.30481e-08 1.6431e-05 -3.00717e-07 -8.69432e-08 -3.92579e-07 1.5756e-05 -7.51738e-07 -4.48091e-07
internal_weight=0 413 391 46 345 2708 322 297 270 2678 245 148 128 93 43 50 97 76 2651 2631 77 54 2554 54 2500 2477 2436 53 2383 2348
internal_count=3121 413 391 46 345 2708 322 297 270 2678 245 148 128 93 43 50 97 76 2651 2631 77 54 2554 54 2500 2477 2436 53 2383 2348
is_linear=0
shrinkage=0.1


Tree=4781
num_leaves=31
num_cat=0
split_feature=132 1185 3 132 15 13 15 130 2 46 52 47 47 47 9 33 0 148 447 1456 483 2 2 157 15 16 3 160 50 12
split_gain=5.65012e-07 2.55179e-06 1.28106e-06 5.72001e-06 1.1295e-06 9.65602e-07 8.75372e-07 5.26543e-07 8.23593e-07 5.71346e-07 8.50723e-07 6.3724e-07 3.9871e-06 1.95561e-06 8.97611e-07 3.51952e-06 1.36178e-06 8.51941e-07 1.17752e-06 7.97842e-07 1.13515e-06 9.66441e-07 1.30814e-06 3.15714e-06 2.86569e-06 2.88968e-06 4.15753e-06 2.84435e-06 2.04034e-06 6.98043e-06
threshold=-0.083174999999999985 -0.083264999999999992 -0.083654999999999993 -0.1075 0.08517000000000001 -0.033284999999999988 -0.045854999999999993 -0.23123999999999997 0.31358000000000003 0.084955000000000017 0.14295500000000003 0.092165000000000011 0.096475000000000019 0.089785000000000018 0.092235000000000011 -0.012019999999999998 1.0000000180025095e-35 -0.10069499999999999 0.094580000000000011 0.11585000000000002 -0.47181499999999993 0.14530500000000005 0.11411 -0.00046499999999999992 -0.079929999999999987 -0.071359999999999993 -0.063814999999999997 -0.076214999999999991 -0.099524999999999988 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 -1 -4 -7 -3 9 11 -11 13 -13 14 15 -9 -16 -17 19 20 -19 22 28 27 -25 -26 -27 -24 29 -22
right_child=1 7 3 -5 -6 6 -8 8 -10 10 -12 12 -14 -15 16 17 -18 18 -20 -21 21 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-2.5239267231535494e-06 3.5104713779652403e-05 1.5188817518640502e-05 1.1811082014687331e-05 -5.9394675623653236e-05 2.2074643580557071e-05 4.5550826764549527e-08 -2.5143407215595784e-05 4.2279683897277208e-05 -1.6484189157684643e-05 2.4765267026732148e-05 -3.0733001646391736e-06 -3.717605495832245e-05 -1.7628717554976726e-07 3.1645686285628471e-05 -3.2286963146145265e-05 1.7498854978319805e-05 3.3144556668544696e-06 2.3016510865338867e-05 -2.2084948947546461e-05 -1.4391727229333293e-05 -1.90478098569916e-05 1.1207842049629251e-05 -9.0205512988461569e-06 6.288005484809597e-07 -5.5085697268801283e-05 -3.1190175556090523e-05 1.629397939138601e-05 4.3673205800587313e-05 1.6953556024268572e-07 6.155578627261672e-05
leaf_weight=84 21 23 34 21 24 37 22 20 30 23 21 33 248 20 21 28 22 22 24 37 21 77 20 89 23 54 28 21 1951 22
leaf_count=84 21 23 34 21 24 37 22 20 30 23 21 33 248 20 21 28 22 22 24 37 21 77 20 89 23 54 28 21 1951 22
internal_value=0 3.72342e-07 -4.86216e-06 -1.2256e-05 2.94242e-06 -1.61175e-06 -9.34694e-06 1.18909e-07 -2.49517e-09 1.72532e-07 1.14787e-05 -6.35019e-09 -4.52146e-06 5.01148e-07 2.49982e-07 5.02693e-07 -1.40723e-05 1.57e-07 -4.62528e-08 1.77396e-07 4.0895e-07 1.93266e-07 -1.87229e-07 -7.24391e-06 -1.25724e-05 -2.3762e-05 -1.49761e-05 1.79689e-05 6.44427e-07 2.21912e-05
internal_weight=0 2899 222 114 108 93 59 2878 2855 2825 44 2781 281 2500 2480 2437 43 2417 2389 2365 2328 2306 2229 235 194 105 82 41 1994 43
internal_count=3121 2899 222 114 108 93 59 2878 2855 2825 44 2781 281 2500 2480 2437 43 2417 2389 2365 2328 2306 2229 235 194 105 82 41 1994 43
is_linear=0
shrinkage=0.1


Tree=4782
num_leaves=31
num_cat=0
split_feature=402 1212 401 1209 2 1209 1212 1212 403 402 16 401 403 43 1211 132 15 394 47 47 45 11 33 9 16 133 402 1208 129 43
split_gain=4.6869e-07 7.98381e-07 5.33182e-07 5.18511e-07 3.80875e-06 2.39461e-06 5.58192e-07 4.36739e-06 2.27384e-06 9.6064e-07 1.42967e-06 1.15785e-06 1.01857e-06 7.30501e-07 7.11326e-07 8.11701e-07 3.4182e-06 1.35068e-06 5.62889e-07 1.17814e-06 1.01158e-06 3.07607e-06 1.68669e-06 6.52839e-07 1.18218e-06 7.57981e-07 9.53597e-07 1.88715e-06 6.69552e-07 1.7691e-06
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.084519999999999984 0.080205000000000012 -0.069599999999999981 -0.089544999999999986 -0.070754999999999985 1.0000000180025095e-35 -0.45454999999999995 -0.07550999999999998 -1.0000000180025095e-35 -0.071919999999999984 0.066275000000000014 0.11048500000000001 -0.083284999999999984 0.091475000000000015 0.013605000000000001 0.14174500000000004 0.13148500000000005 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.09055500000000001 -0.40995499999999996 0.41553500000000004 -0.12951499999999996 0.094315000000000024 0.10311000000000002 -0.071044999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 8 -8 -7 10 -9 -11 -12 -10 15 16 -13 18 19 20 21 -17 -23 25 -25 26 -24 28 -28 -30
right_child=-2 -3 -4 5 -6 6 7 9 13 11 12 14 -14 -15 -16 17 -18 -19 -20 -21 -22 22 23 24 -26 -27 27 -29 29 -31
leaf_value=2.2802095397558088e-05 1.4889037612149316e-05 -1.9532956780278169e-05 1.487846742141604e-05 3.1553632546395723e-05 -3.0597037766710859e-05 3.7339374428029261e-05 -4.6988406902528373e-05 -6.8367696294444621e-06 -5.9050851065921213e-06 -1.8716018780651213e-05 3.9604970625077839e-05 -1.747555247456955e-06 7.6899559462617621e-06 1.5008151888690443e-05 1.4226019038687811e-05 3.4162452196212071e-05 -4.2726711214290054e-05 1.8869020485860683e-05 -1.6836557074384475e-05 1.8493579944547762e-05 -2.0679680181956429e-05 -2.6797399641509401e-05 -1.9212538759697613e-05 -2.2224321896671959e-06 2.8518463762917568e-05 -1.4796788882954894e-05 -5.531632662277319e-07 2.8546433460850615e-05 -1.0807227639676198e-05 2.2538115575937299e-05
leaf_weight=22 21 21 24 24 34 20 20 25 61 34 20 177 20 23 34 26 23 38 20 34 24 24 26 29 22 36 2149 23 26 41
leaf_count=22 21 21 24 24 34 20 20 25 61 34 20 177 20 23 34 26 23 38 20 34 24 24 26 29 22 36 2149 23 26 41
internal_value=0 -1.00872e-07 3.16625e-08 -8.49736e-08 -9.61881e-06 9.30506e-08 -1.60749e-07 -4.21454e-07 7.0362e-06 -9.47825e-08 1.19228e-05 -3.75163e-07 2.36475e-05 -1.78842e-07 -1.48568e-07 -3.28383e-07 -6.46016e-06 1.58653e-07 -1.28038e-07 7.80315e-09 -2.51272e-07 -4.71581e-08 -4.21506e-07 -1.52364e-07 1.10383e-05 -4.00398e-07 -1.71581e-07 4.95288e-08 -2.46242e-07 9.59813e-06
internal_weight=0 3100 3079 3055 56 2999 2975 2871 104 2851 65 2786 40 84 2752 2718 200 2518 2480 2460 2426 2402 2376 2352 51 2301 2265 2239 2216 67
internal_count=3121 3100 3079 3055 56 2999 2975 2871 104 2851 65 2786 40 84 2752 2718 200 2518 2480 2460 2426 2402 2376 2352 51 2301 2265 2239 2216 67
is_linear=0
shrinkage=0.1


Tree=4783
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 480 15 481 1447 1 403 1453 1453 403 403 1210 1210 1455 158 13 158 160 482 12 16 16 1455 131 131 447 148
split_gain=5.39532e-07 1.40641e-05 8.37634e-06 3.54156e-06 4.66893e-07 1.86169e-06 7.78116e-07 3.85288e-06 2.9661e-06 2.24241e-06 9.30385e-07 1.23251e-06 9.07222e-07 2.01176e-06 1.03088e-06 8.3941e-07 8.50299e-07 1.04116e-06 1.29694e-06 1.16783e-06 1.97503e-06 2.56225e-06 2.23085e-06 5.39379e-06 2.41905e-06 1.33976e-06 1.27776e-06 1.57294e-06 9.27496e-07 1.19323e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.080264999999999989 -0.010414999999999999 -0.087424999999999989 -0.072479999999999989 0.080585000000000004 -0.55327499999999985 -0.085754999999999984 -0.079499999999999987 -0.54856499999999986 -0.53960999999999981 -0.3960249999999999 -0.094799999999999982 -0.24112999999999998 0.11245500000000001 -0.073839999999999975 0.07968500000000002 0.10648000000000001 0.089605000000000018 -0.029094999999999999 -0.14322499999999996 -0.011734999999999997 -0.088874999999999982 0.11669000000000002 0.12193000000000001 0.10121000000000001 -0.098399999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 7 -6 -9 -8 -11 -12 -13 -14 -15 -16 -17 19 -19 25 21 22 -21 -24 -25 -18 28 -28 29 -27
right_child=2 -3 4 -5 6 -7 9 8 -10 10 11 12 13 14 15 16 17 18 -20 20 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=1.0162010480956505e-06 -6.183122525478459e-05 8.2599905579714e-05 -1.2199856340885163e-05 -4.3365567356943303e-05 -3.8942997271705877e-05 2.3322112113217173e-05 2.8361257012323094e-05 2.6206068084701979e-05 -2.2468734182655767e-05 -1.9685779989231378e-05 2.175799845470185e-05 -1.9080609214142898e-05 3.1654242975491796e-05 -2.1260081785326094e-05 1.6634806809937192e-05 1.6271039367570812e-05 -2.6466170152161797e-05 -2.8569832119470012e-05 -1.4510437035318723e-06 2.9207200422357955e-07 -1.8044456043787283e-05 -2.0991325246458556e-05 5.6922578083043953e-05 -1.3051478636043612e-05 2.6183644075155663e-05 -2.0025058377844594e-05 2.7431754349688873e-05 -2.2003291633154731e-07 1.9031765176528694e-05 -8.6022719020436458e-07
leaf_weight=178 22 21 25 20 29 36 28 31 21 24 26 25 20 23 30 31 20 29 45 60 27 22 34 30 33 33 36 48 23 2091
leaf_count=178 22 21 25 20 29 36 28 31 21 24 26 25 20 23 30 31 20 29 45 60 27 22 34 30 33 33 36 48 23 2091
internal_value=0 4.78617e-06 -3.61195e-07 -3.46681e-06 1.08368e-07 8.76393e-06 -7.89289e-08 -9.7383e-06 6.54894e-06 2.0683e-07 -8.4064e-08 9.10816e-08 -1.207e-07 5.9185e-08 -1.8246e-07 4.57157e-09 -1.90162e-07 -3.91781e-07 -1.20787e-05 -3.97944e-08 7.16698e-06 1.09698e-05 1.54485e-05 2.48235e-05 7.50025e-06 -6.99322e-07 -4.68332e-07 1.16307e-05 -9.41701e-07 -1.15799e-06
internal_weight=0 219 2902 198 2880 61 2819 81 52 2738 2710 2686 2660 2635 2615 2592 2562 2531 74 2457 206 179 157 97 63 2251 2231 84 2147 2124
internal_count=3121 219 2902 198 2880 61 2819 81 52 2738 2710 2686 2660 2635 2615 2592 2562 2531 74 2457 206 179 157 97 63 2251 2231 84 2147 2124
is_linear=0
shrinkage=0.1


Tree=4784
num_leaves=31
num_cat=0
split_feature=50 132 1211 50 44 0 0 133 133 483 484 0 0 0 12 16 0 159 393 46 49 475 2 160 49 2 4 4 43 1456
split_gain=4.95039e-07 1.14118e-05 9.28907e-06 1.21428e-06 1.10204e-06 2.8416e-06 1.53256e-06 1.20092e-06 1.70127e-06 8.83324e-07 2.44334e-06 2.12501e-06 1.96333e-06 2.61995e-06 2.45698e-06 1.10132e-06 8.43944e-07 8.6025e-07 8.09849e-07 7.09699e-07 8.0078e-07 2.74161e-06 4.9721e-06 1.40699e-06 2.43804e-06 2.30614e-06 3.57082e-06 4.37954e-06 4.68228e-06 1.25255e-06
threshold=0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.094500000000000015 0.099360000000000018 -0.14226499999999997 -0.097024999999999986 -0.0077049999999999992 -0.11828999999999999 0.087520000000000014 -0.081684999999999994 -0.090314999999999993 -0.085669999999999982 -0.087634999999999977 0.085355000000000014 -0.071359999999999993 -0.075684999999999988 -0.077344999999999983 0.11170000000000001 0.084955000000000017 0.09567500000000001 -0.085774999999999976 0.087625000000000022 0.08443500000000001 0.10910000000000002 0.10644500000000001 -0.033174999999999989 0.056795000000000005 -0.065269999999999981 0.10959500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 18 5 -3 -7 8 -8 11 -11 -9 13 -13 -14 -16 -17 -18 19 20 29 -22 -23 25 -25 26 -24 28 -28 -1
right_child=1 2 -4 -5 -6 6 7 9 -10 10 -12 12 14 -15 15 16 17 -19 -20 -21 21 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=7.1253409353900419e-07 7.3302519298191658e-05 4.0099037994964634e-05 -6.5415731400467599e-05 -1.8997316359933135e-05 -1.6897408127428765e-05 -2.3984756314478418e-05 1.7596312090972789e-06 -2.9355803562793884e-05 3.8920159799586561e-05 -1.0574168720301748e-05 2.9988665809207414e-05 -3.2029437286176044e-06 -2.7788817585656724e-05 4.6805694801150828e-05 -1.1712024558316141e-05 2.7929739527670404e-05 -1.1564977911575625e-05 1.7413771066847921e-05 -1.5818048169338991e-05 1.8711050188358058e-05 -3.8969187054052869e-05 3.8524109044778421e-05 1.284806391292174e-05 3.0809460557065903e-05 -1.1474063358036801e-05 -6.5095622664282248e-08 -7.540070615245246e-05 4.4475426231353291e-06 -1.7036139723603375e-05 -2.0202065063350694e-05
leaf_weight=2275 22 21 21 35 26 21 28 25 22 27 33 22 33 20 30 21 20 21 33 20 22 27 24 25 30 109 28 24 27 29
leaf_count=2275 22 21 21 35 26 21 28 25 22 27 33 22 33 20 30 21 20 21 33 20 22 27 24 25 30 109 28 24 27 29
internal_value=0 3.22495e-06 -7.18031e-07 -4.91831e-07 2.954e-06 4.4544e-06 2.13694e-06 3.95335e-06 1.81103e-05 1.14444e-06 1.17354e-05 -2.16523e-06 1.90522e-06 2.06107e-05 -4.37982e-06 4.01689e-06 1.16276e-05 3.2778e-06 -2.49522e-07 -5.49155e-08 -1.98167e-07 -4.91884e-06 -2.37085e-06 -6.5063e-06 7.74572e-06 -1.02038e-05 -2.0933e-05 -3.11956e-05 -4.6749e-05 4.49286e-07
internal_weight=0 413 391 2708 370 344 323 302 50 252 60 192 167 42 125 92 62 41 2673 2640 2620 316 294 267 55 212 103 79 55 2304
internal_count=3121 413 391 2708 370 344 323 302 50 252 60 192 167 42 125 92 62 41 2673 2640 2620 316 294 267 55 212 103 79 55 2304
is_linear=0
shrinkage=0.1


Tree=4785
num_leaves=31
num_cat=0
split_feature=132 1185 1203 45 12 0 12 399 1213 9 12 33 9 10 1 15 3 45 49 475 475 4 49 133 49 1429 12 12 12 4
split_gain=5.67596e-07 3.00892e-06 1.61521e-06 4.7856e-07 4.60283e-07 7.64388e-07 7.25716e-07 4.49058e-07 6.28522e-07 4.4262e-07 4.58814e-06 2.163e-06 9.4336e-07 5.44154e-07 5.36195e-07 1.89999e-06 5.25486e-07 6.30997e-07 5.5561e-07 2.12728e-06 3.49737e-06 3.36075e-06 2.12098e-06 2.38215e-06 1.50643e-06 1.848e-06 1.45335e-06 3.32341e-06 2.72297e-06 2.11191e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -1.0000000180025095e-35 0.11418000000000002 -0.077429999999999985 0.089505000000000015 0.085965000000000014 0.085835000000000009 0.092235000000000011 -0.010834999999999999 -0.018454999999999996 0.037245000000000007 0.0036750000000000007 0.16540500000000002 -0.56020999999999987 0.32202000000000003 0.094030000000000016 0.088930000000000009 -0.086279999999999982 -0.06562999999999998 -0.0083799999999999986 0.08610000000000001 0.085520000000000013 0.084945000000000007 -0.14818499999999998 0.090285000000000018 0.085635000000000003 0.092655000000000015 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 6 7 -1 -9 11 -11 -5 13 14 15 -13 17 18 22 -20 21 -21 24 -24 25 -17 27 -22 -28 -30
right_child=1 3 -4 9 -6 -7 -8 8 -10 10 -12 12 -14 -15 -16 16 -18 -19 19 20 26 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-1.0787680971786715e-05 3.8088455472634888e-05 -1.459433277556276e-05 -2.7796404511146075e-05 3.3139376937469934e-05 -1.1416136113695804e-05 1.3745188958377446e-05 -1.682868243639452e-05 1.2316906518713546e-05 -7.7219498100096949e-06 2.6490222930988244e-05 -3.7218010129436157e-05 -2.9166040717014272e-05 -1.5512820199977509e-05 1.6015764807972038e-05 1.6142896053376415e-05 -2.8091704433111631e-05 1.130750412133815e-05 -1.4019825304726949e-05 -3.1941346946950944e-05 5.1691421306358009e-05 -8.8545398395344031e-06 -4.3582563739619223e-06 3.7895976845447876e-05 -5.4489528511545539e-06 -2.5561397259562826e-05 1.0418860498958848e-06 -4.517371870904407e-05 1.9163748513517985e-05 -1.6440513846169955e-05 8.9073156838518734e-06
leaf_weight=23 21 22 27 20 39 35 29 45 24 20 26 22 38 22 21 22 43 31 24 23 115 20 32 21 22 2108 21 67 84 54
leaf_count=23 21 22 27 20 39 35 29 45 24 20 26 22 38 22 21 22 43 31 24 23 115 20 32 21 22 2108 21 67 84 54
internal_value=0 3.73191e-07 -4.87327e-06 9.79927e-08 -1.69929e-06 7.29918e-07 -3.03483e-06 1.31323e-06 5.34687e-06 2.11169e-07 -9.51878e-06 3.70449e-07 1.35546e-07 3.51621e-07 2.2539e-07 1.01999e-07 3.41633e-07 1.63292e-07 3.31557e-07 -3.05836e-06 -1.25318e-06 2.56218e-05 9.58808e-07 2.07216e-05 4.72085e-07 7.40976e-07 -4.6421e-06 1.45988e-06 -1.16268e-05 -6.5218e-06
internal_weight=0 2899 222 2878 195 156 121 92 69 2856 46 2810 2790 2752 2730 2709 2687 2644 2613 408 384 43 2205 53 2152 2130 341 182 159 138
internal_count=3121 2899 222 2878 195 156 121 92 69 2856 46 2810 2790 2752 2730 2709 2687 2644 2613 408 384 43 2205 53 2152 2130 341 182 159 138
is_linear=0
shrinkage=0.1


Tree=4786
num_leaves=31
num_cat=0
split_feature=44 46 1429 156 11 11 155 475 2 155 155 2 2 157 3 42 43 133 130 52 39 47 47 47 9 9 0 12 48 12
split_gain=5.51354e-07 1.7314e-06 7.79618e-07 1.69231e-06 7.25014e-07 1.76565e-06 8.9208e-07 2.54514e-06 1.07793e-06 6.95552e-07 6.33285e-07 1.20112e-06 1.31327e-06 6.61526e-07 9.98086e-07 6.00876e-07 1.56916e-06 1.54332e-06 1.30954e-06 1.25607e-06 1.18978e-06 8.71996e-07 4.55934e-06 3.19802e-06 9.84524e-07 2.81489e-06 8.44921e-07 7.95669e-07 7.88749e-07 8.59553e-07
threshold=0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.095720000000000013 0.099410000000000012 0.11245500000000001 -0.011519999999999997 0.10613000000000002 0.104145 0.083440000000000014 0.095040000000000013 0.085855000000000015 0.0026750000000000007 -0.073309999999999986 -0.16797499999999996 -0.50775499999999985 0.089595000000000022 -0.22699999999999995 0.070205000000000017 0.15009500000000003 0.092165000000000011 0.09585500000000001 0.088915000000000008 0.092235000000000011 0.085555000000000006 -0.26343999999999995 -0.015429999999999998 -0.089814999999999992 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 9 8 -8 10 13 12 -12 15 -15 17 19 27 -18 -17 21 23 -23 24 25 26 -20 -4 -28 -30
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 11 -13 -14 14 -16 16 18 -19 20 -21 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-1.984534162147611e-05 3.3106775890701105e-05 -5.4166381070379956e-06 -1.4671957433165517e-05 2.8956119613212654e-05 -3.3672371951483494e-05 1.7578630164303506e-06 1.2101500427282493e-05 3.6767647558008323e-05 -1.8193720113587281e-05 -1.4291681462574551e-05 1.6062883437720862e-05 3.0015900483704173e-05 -1.7134184145106701e-05 -2.5462112945171192e-05 9.1555601287041102e-07 2.4525908624387479e-06 -2.3433502781244898e-05 -3.1940977870752772e-05 2.043927011982305e-05 3.7469177405000666e-05 2.4329453312930128e-05 -5.0333887719759898e-05 -1.7097394309789912e-06 3.6770003741063803e-05 -1.6567059714621532e-05 3.5139629914698632e-05 1.4076930509825041e-05 1.1443214850714868e-05 -2.972896878672256e-06 1.1053137638196004e-06
leaf_weight=20 20 28 20 20 22 39 24 25 23 35 26 20 22 26 32 21 24 21 20 20 20 21 236 24 35 23 38 28 837 1351
leaf_count=20 20 28 20 20 22 39 24 25 23 35 26 20 22 26 32 21 24 21 20 20 20 21 236 24 35 23 38 28 837 1351
internal_value=0 1.06348e-05 -1.66119e-07 -3.72014e-08 -2.28387e-07 -1.10203e-05 -6.88521e-09 1.09885e-05 -2.72382e-06 -2.79874e-07 -1.087e-07 9.42648e-06 8.47561e-07 -3.40517e-07 -1.09089e-05 -1.16725e-07 1.21378e-07 -9.33029e-06 -1.81365e-07 1.95339e-05 3.28585e-08 -1.55123e-07 -5.68292e-06 4.55119e-07 7.68391e-08 3.33576e-07 -2.28526e-08 5.61893e-07 -2.06699e-07 -4.5477e-07
internal_weight=0 48 3073 3053 3033 61 2972 72 47 2900 2865 68 48 2797 58 2739 2670 69 2629 41 2605 2585 257 2328 2304 2269 2246 48 2226 2188
internal_count=3121 48 3073 3053 3033 61 2972 72 47 2900 2865 68 48 2797 58 2739 2670 69 2629 41 2605 2585 257 2328 2304 2269 2246 48 2226 2188
is_linear=0
shrinkage=0.1


Tree=4787
num_leaves=31
num_cat=0
split_feature=130 40 4 0 33 11 9 4 45 1429 156 11 52 3 3 4 2 1204 132 15 399 50 393 151 160 160 2 475 13 13
split_gain=5.1798e-07 9.28176e-07 6.11162e-07 1.66904e-06 7.20367e-07 1.00274e-06 6.24428e-07 1.04181e-06 5.73477e-07 6.73001e-07 1.37589e-06 9.03054e-07 1.76534e-06 8.3448e-07 2.8506e-06 2.09078e-06 1.85959e-06 1.63584e-06 8.29776e-07 1.47816e-05 8.67712e-06 2.68274e-06 7.21275e-07 6.29541e-07 2.50082e-06 9.89905e-06 4.71155e-06 2.93214e-06 2.65689e-06 5.20786e-06
threshold=-0.23123999999999997 -0.24290999999999999 0.62736500000000006 -0.12333499999999999 -0.009184999999999997 -1.0000000180025095e-35 0.09055500000000001 0.42642000000000008 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.095720000000000013 -0.090859999999999982 -0.16726499999999997 -0.24190499999999995 -0.17966999999999997 0.10497000000000002 -0.13353999999999996 -0.083284999999999984 0.091915000000000011 0.091580000000000009 0.092705000000000023 0.10159000000000001 -0.085134999999999975 -0.085764999999999994 -0.081969999999999987 0.087815000000000018 -0.085684999999999997 -0.092534999999999992 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 8 -8 9 -7 11 13 -13 14 16 -16 -11 -15 19 21 22 -19 23 24 26 -26 -20 -27 -29 -30
right_child=1 2 3 -5 5 6 7 -9 -10 10 -12 12 -14 17 15 -17 -18 18 20 -21 -22 -23 -24 -25 25 27 -28 28 29 -31
leaf_value=1.4951548323354118e-05 -2.1584058122243735e-05 -1.6119794119211811e-05 -1.073778784346013e-05 2.6019921642728152e-05 -2.1276116033484207e-05 -1.8484403891534388e-05 2.8108356069164336e-05 -2.3906514949582444e-06 1.1050033764031074e-05 1.7581362906481525e-05 2.6060505682607985e-05 -3.6458226295508213e-05 3.4015629082659873e-06 -2.8863095349151993e-05 5.2375111572473542e-05 7.1976415970961428e-06 -1.8444829021590473e-05 5.5678722005814672e-07 4.6880583525254387e-05 8.1389143578353867e-05 -5.7027639545763293e-05 -3.8448593586508649e-05 1.8885641293309166e-05 -7.5963764830866641e-07 -6.5950321307658069e-05 4.2560239958220339e-05 -9.669259620400575e-06 3.558256293694112e-05 -4.3172796841435439e-05 5.8228187407003694e-06
leaf_weight=23 20 28 21 30 22 20 21 24 46 23 20 20 25 20 20 21 38 149 34 23 27 20 20 2161 21 20 26 21 26 131
leaf_count=23 20 28 21 30 22 20 21 24 46 23 20 20 25 20 20 21 38 149 34 23 27 20 20 2161 21 20 26 21 26 131
internal_value=0 -1.11008e-07 2.85181e-08 1.08844e-05 -1.54386e-07 -5.32548e-09 1.51865e-07 1.18422e-05 -2.75568e-08 -2.04123e-07 -7.65561e-08 -2.60232e-07 -1.43139e-05 -3.445e-08 8.84432e-06 2.92354e-05 -4.86118e-06 -3.69994e-07 -1.5728e-07 6.17677e-06 -6.46278e-07 -4.05923e-06 -2.7458e-08 -1.82483e-07 4.28788e-06 -6.67678e-07 2.23757e-05 6.25624e-06 2.17714e-06 -2.2911e-06
internal_weight=0 3098 3078 51 3027 2999 2977 45 2932 2886 2866 2846 45 2801 102 41 61 2699 2679 192 2487 169 2460 2440 279 219 60 198 178 157
internal_count=3121 3098 3078 51 3027 2999 2977 45 2932 2886 2866 2846 45 2801 102 41 61 2699 2679 192 2487 169 2460 2440 279 219 60 198 178 157
is_linear=0
shrinkage=0.1


Tree=4788
num_leaves=31
num_cat=0
split_feature=401 401 16 1209 4 1209 16 1 12 0 155 1 121 42 15 15 9 97 4 15 15 402 2 47 4 9 43 2 2 4
split_gain=5.55566e-07 7.07952e-07 1.52776e-06 1.20093e-06 2.91246e-06 1.22629e-06 5.77991e-07 2.13384e-06 3.38556e-06 2.97988e-06 1.77254e-06 6.96862e-07 2.14719e-06 5.3288e-07 5.27271e-07 5.09516e-06 2.71617e-06 9.37644e-06 2.7462e-06 1.11208e-05 1.07416e-05 2.04249e-06 1.96066e-06 2.26365e-06 3.03188e-06 1.92056e-06 1.42288e-06 2.01277e-06 3.18828e-06 2.42219e-06
threshold=0.13837000000000002 0.11769000000000002 -0.082039999999999988 -0.085894999999999985 -0.081609999999999988 -0.069599999999999981 0.62682500000000008 0.10234000000000001 0.098330000000000015 0.12358500000000001 0.11854500000000001 0.16540500000000002 -0.094339999999999993 -0.23108499999999998 -0.10203999999999998 -0.099734999999999976 -1.0000000180025095e-35 -0.079444999999999988 0.053180000000000012 -0.11033999999999998 -0.11345499999999999 0.095140000000000016 0.084145000000000011 0.085770000000000027 -0.0047449999999999992 0.08925000000000001 -0.077044999999999988 0.10402500000000002 0.11448000000000001 0.27044500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 10 -8 9 -9 11 12 -7 -14 16 -16 17 -15 19 22 21 26 -18 24 -24 -17 -20 29 -29 -28
right_child=-2 2 -4 5 -6 6 7 8 -10 -11 -12 -13 13 14 15 25 18 -19 20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-4.3419470118048296e-05 -1.6210335126656683e-05 3.0295951182779392e-05 -3.3104836509136801e-06 2.0263789738237393e-05 8.089507125829267e-06 -2.9988913668906508e-05 -2.9765803604580775e-05 1.2882059335035074e-05 3.5421530802046792e-05 -4.0390621537274757e-05 2.3977743776706651e-05 1.727179281695736e-05 1.4886698803214436e-05 -1.7534918669812414e-05 -4.8623345769142781e-05 -5.5447157887660506e-07 -2.1875413011880955e-05 7.48863018521834e-05 1.6634857960741365e-05 -6.9757418028670005e-05 6.7768221963258556e-05 -2.8721212683277289e-05 8.494086323480588e-07 -4.3434499877334661e-06 5.2390678562611961e-05 2.9137741107247581e-05 3.624917273420444e-05 -4.2804603030659071e-05 -1.0706697504589234e-06 -4.1377394871123022e-06
leaf_weight=21 21 24 31 30 23 24 30 21 21 21 31 23 24 23 22 2221 29 21 59 26 26 22 25 68 21 22 27 22 109 33
leaf_count=21 21 24 31 30 23 24 30 21 21 21 31 23 24 23 22 2221 29 21 59 26 26 22 25 68 21 22 27 22 109 33
internal_value=0 1.09819e-07 1.13541e-05 -9.32804e-08 -1.64943e-05 1.47188e-07 -5.59416e-08 -7.81507e-06 2.63766e-06 -1.37543e-05 1.94788e-07 -6.41766e-08 -2.05369e-07 4.99186e-08 -7.83533e-08 -7.32965e-07 2.8232e-06 2.65752e-05 5.85325e-07 -9.5976e-06 6.36021e-06 4.90323e-07 1.34054e-06 7.24636e-06 2.43791e-05 -2.63242e-07 3.06094e-06 -1.13205e-06 -8.07942e-06 1.40364e-05
internal_weight=0 3100 55 3045 44 3001 2971 93 63 42 2878 2847 2824 2800 2776 2265 511 44 467 169 298 272 143 114 46 2243 250 191 131 60
internal_count=3121 3100 55 3045 44 3001 2971 93 63 42 2878 2847 2824 2800 2776 2265 511 44 467 169 298 272 143 114 46 2243 250 191 131 60
is_linear=0
shrinkage=0.1


Tree=4789
num_leaves=31
num_cat=0
split_feature=1429 156 1429 1429 1429 1429 156 4 156 3 157 2 3 3 51 157 13 1375 150 1375 133 49 50 52 2 12 13 150 147 448
split_gain=5.06399e-07 1.48613e-06 7.50476e-07 7.59473e-07 1.11283e-06 6.67131e-07 7.89063e-07 2.36609e-06 1.67623e-06 1.41745e-06 1.3302e-06 1.71168e-06 2.23223e-06 8.42348e-07 6.34691e-07 6.15034e-06 3.85438e-06 3.08356e-06 6.50223e-06 2.20497e-06 1.54262e-06 2.08433e-06 2.62295e-06 2.30478e-06 1.82622e-06 1.33901e-06 9.76174e-07 9.57359e-07 1.49461e-06 1.30643e-06
threshold=-0.23587499999999997 0.3248100000000001 -0.10379499999999998 -0.08262499999999999 -0.069929999999999978 -0.026244999999999997 0.091255000000000017 -0.49013999999999996 0.089770000000000016 -0.10831999999999999 -0.075754999999999989 0.095040000000000013 -0.06977499999999999 -0.065229999999999996 -0.085604999999999987 -0.086244999999999988 -0.074519999999999989 -0.15308499999999997 0.10980500000000001 -0.090674999999999992 0.090665000000000009 0.10969000000000002 -0.23771499999999998 -0.087284999999999988 0.10644500000000001 0.083815000000000014 0.0027400000000000007 0.12706500000000001 0.097985000000000017 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 8 -8 14 -9 13 -12 -13 -11 15 -7 25 18 -16 -19 21 22 23 -18 26 -17 -24 28 29 -21
right_child=1 -3 3 4 5 6 7 9 -10 10 11 12 -14 -15 17 16 20 19 -20 27 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.417521592702542e-05 1.7676348337166323e-05 -2.728548894992855e-05 -1.6469970994746421e-05 2.0286340252453188e-05 -1.7072192331793106e-05 -5.0080437607970526e-05 3.3656375835225508e-05 -2.1302186242475889e-05 -2.9251564994865477e-05 3.1367800960651949e-05 -1.8471486377215165e-05 3.4936791226278905e-05 -6.7693377635199186e-06 6.113532628303022e-06 6.4976837165886536e-05 4.5920181146357213e-05 3.8287439859968369e-05 -3.2438773113036795e-05 -1.1906946366996801e-05 -4.909969128426934e-08 1.2464524661481847e-05 -3.8773278257312174e-05 -1.5677564018638491e-05 -7.0759414559991757e-06 -4.131839724279763e-05 1.1205457776668482e-05 1.0342738885680905e-05 1.9190431752436921e-05 -2.1917500451294355e-05 2.3900193517202634e-05
leaf_weight=25 24 20 28 27 23 27 27 23 20 25 37 21 33 28 22 20 21 21 22 2351 37 22 46 24 21 25 21 26 31 23
leaf_count=25 24 20 28 27 23 27 27 23 20 25 37 21 33 28 22 20 21 21 22 2351 37 22 46 24 21 25 21 26 31 23
internal_value=0 -1.14473e-07 6.21916e-08 -7.63207e-08 7.54723e-08 -1.06608e-07 2.4599e-08 6.19065e-06 -4.05693e-07 1.75008e-06 5.43204e-06 -1.90286e-06 9.44971e-06 1.80259e-05 -1.96665e-07 -4.85947e-06 2.92288e-07 2.96516e-07 2.65349e-05 -1.74321e-07 -5.8816e-06 -1.0261e-05 -5.54469e-06 1.40936e-05 -1.5587e-05 2.66342e-05 -7.52195e-06 1.04393e-07 -1.01942e-07 1.82928e-07
internal_weight=0 3096 3076 3052 3024 2997 2974 194 2780 167 144 91 54 53 2760 264 237 2496 44 2452 192 155 133 45 88 45 67 2431 2405 2374
internal_count=3121 3096 3076 3052 3024 2997 2974 194 2780 167 144 91 54 53 2760 264 237 2496 44 2452 192 155 133 45 88 45 67 2431 2405 2374
is_linear=0
shrinkage=0.1


Tree=4790
num_leaves=31
num_cat=0
split_feature=50 132 1211 50 44 48 160 3 52 1429 1375 51 402 4 12 2 484 160 2 484 158 3 4 50 50 50 1186 403 3 12
split_gain=4.64463e-07 1.03081e-05 7.42219e-06 1.01003e-06 9.01175e-07 2.37288e-06 9.8364e-07 1.56496e-06 3.21293e-06 1.2679e-06 2.17021e-06 9.58257e-07 1.19618e-06 1.01763e-06 2.45941e-06 8.45559e-07 7.75347e-07 1.50284e-06 2.33055e-06 1.47429e-06 1.4249e-06 1.13444e-06 1.29977e-06 8.81531e-07 2.89855e-06 1.37589e-06 8.89343e-07 1.21877e-06 5.00083e-06 1.21929e-05
threshold=0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.09481500000000001 0.099360000000000018 0.11270000000000001 -0.090764999999999985 -0.082879999999999995 0.4002400000000001 0.084855000000000014 0.083715000000000026 0.11984500000000002 1.0000000180025095e-35 -0.0057249999999999992 0.089735000000000023 0.09580000000000001 -0.093244999999999981 0.022560000000000004 0.084985000000000019 -0.088654999999999998 -0.46413499999999996 -0.084074999999999997 0.00063500000000000004 0.090630000000000016 0.089915000000000009 0.09227500000000001 -0.095479999999999982 -0.53960999999999981 -0.085784999999999986 0.092355000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 16 5 6 7 -3 -9 10 11 12 13 14 -8 -13 17 18 -1 -18 -21 -19 -23 24 26 -25 -22 28 -28 -30
right_child=1 2 -4 -5 -6 -7 9 8 -10 -11 -12 15 -14 -15 -16 -17 19 21 -20 20 23 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=-1.2659126198178412e-06 6.9726334541800583e-05 1.0995435657509677e-05 -5.8455759725412851e-05 -1.8137223361236465e-05 -1.529264136479469e-05 3.658788433811077e-05 4.524016435582247e-05 -4.0034545135909114e-05 2.291668279164522e-06 2.4998876894339144e-05 -2.8261412558094891e-05 -1.6251990483949288e-05 -9.2947854898825657e-06 -1.2268146582011304e-06 5.8604349136917995e-06 9.3273281133103125e-06 -2.769188773527276e-05 1.3201702675915941e-05 4.5307992088923625e-05 -2.418967359699309e-05 -1.8213035892350256e-05 -2.9026272542458697e-05 3.6407607820302507e-06 2.7930348447366022e-05 -3.7477993066117749e-05 -2.8920485541069262e-06 5.5150089931004238e-05 -3.3868633780813102e-07 -5.8170486661104157e-05 4.5961595329256103e-05
leaf_weight=21 22 38 21 32 26 21 29 29 47 30 20 28 21 22 35 24 20 36 22 25 27 21 29 28 21 30 20 2331 22 23
leaf_count=21 22 38 21 32 26 21 29 29 47 30 20 28 21 22 35 24 20 36 22 25 27 21 29 28 21 30 20 2331 22 23
internal_value=0 3.12377e-06 -6.23691e-07 -4.76403e-07 2.65867e-06 4.01545e-06 1.89774e-06 -5.57427e-06 -1.38591e-05 5.97339e-06 2.78476e-06 6.68994e-06 1.21019e-05 1.73266e-05 2.37044e-05 -4.44615e-06 -2.65212e-07 7.29832e-06 2.25626e-05 -6.48289e-07 -4.34251e-07 -3.33818e-07 -1.00794e-05 -1.96887e-07 -4.86047e-07 1.19877e-05 -1.6544e-07 3.7934e-08 1.35441e-05 -4.94742e-06
internal_weight=0 413 391 2708 370 344 323 114 76 209 179 159 107 86 64 52 2676 129 43 2547 2527 86 50 2502 2444 58 2423 2396 65 45
internal_count=3121 413 391 2708 370 344 323 114 76 209 179 159 107 86 64 52 2676 129 43 2547 2527 86 50 2502 2444 58 2423 2396 65 45
is_linear=0
shrinkage=0.1


Tree=4791
num_leaves=31
num_cat=0
split_feature=1211 50 132 50 132 15 52 402 401 402 401 1213 1213 403 2 1210 42 12 1210 1210 2 402 402 12 1212 43 43 160 2 2
split_gain=5.87887e-07 7.1424e-06 8.90883e-07 4.08413e-06 1.74949e-06 1.36126e-06 6.85955e-07 6.12883e-07 3.38995e-06 1.458e-06 6.79578e-07 9.07971e-07 9.73421e-07 6.58098e-07 7.05424e-06 1.40172e-06 6.0004e-06 4.00684e-06 1.70889e-06 1.41149e-06 3.50013e-06 1.66335e-06 3.21937e-06 1.12638e-06 6.50198e-07 4.12893e-06 3.44365e-06 1.64895e-06 6.62329e-07 5.12724e-06
threshold=0.11048500000000001 0.096900000000000014 -0.083284999999999984 0.096530000000000019 -0.050879999999999988 0.092400000000000024 0.085540000000000019 -0.45015499999999992 -1.0000000180025095e-35 -0.41596499999999997 0.13729500000000003 0.14530000000000001 0.093235000000000026 -0.54448499999999989 0.083935000000000023 -0.077744999999999995 0.087075000000000014 0.086420000000000011 -0.061049999999999993 -0.00092999999999999995 0.084515000000000021 -0.031734999999999992 -0.16927999999999996 0.089085000000000011 0.087615000000000012 -0.013024999999999998 -0.0084099999999999991 -0.57146499999999989 0.096325000000000008 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 5 -4 -1 -2 8 -6 -9 11 12 13 14 -11 16 17 -15 -17 20 -20 22 -21 -19 27 -26 -27 -23 29 -29
right_child=1 -3 4 -5 7 -7 -8 9 -10 10 -12 -13 -14 15 -16 18 -18 23 19 21 -22 24 -24 -25 25 26 -28 28 -30 -31
leaf_value=1.3130802647885823e-06 -2.1070268836150979e-05 5.7036924673329023e-05 2.6584590261336419e-05 -4.7251660411844079e-05 -4.0079607920647091e-05 -2.4608425565020298e-05 5.2278598647512077e-07 2.7110168448416514e-05 1.3256225394378327e-05 -5.3693125696356781e-05 1.7931405454874039e-05 -1.5902718673209571e-05 1.641769965014343e-05 -4.133042999629176e-05 1.7598933159855994e-05 -2.539669492560077e-05 4.7481748481459363e-05 -6.2113696375573369e-06 -1.2203153230530007e-05 6.8065093208653192e-07 4.5598531265899186e-05 2.7548363521584014e-05 -4.9613566100106259e-05 2.4025568330086702e-05 2.7450717401655351e-05 -5.5060857838335717e-05 -5.053396571383928e-06 -3.3456916977178441e-07 2.224150150477896e-06 -3.9099725616194652e-05
leaf_weight=170 28 22 25 22 22 23 31 20 26 23 21 36 36 21 35 27 32 22 20 35 22 22 20 28 23 21 40 1356 857 35
leaf_count=170 28 22 25 22 22 23 31 20 26 23 21 36 36 21 35 27 32 22 20 35 22 22 20 28 23 21 40 1356 857 35
internal_value=0 8.40804e-06 -2.24021e-07 -6.42933e-06 2.48242e-07 -1.77601e-06 -9.72477e-06 1.30959e-08 -1.11894e-05 2.08488e-07 1.155e-08 -1.27261e-07 8.50441e-08 -1.37758e-07 -1.06721e-05 9.89675e-08 1.15295e-05 -4.67427e-06 -3.76153e-07 -1.00529e-07 1.80739e-05 -4.17394e-07 -1.76082e-05 1.07213e-05 -1.57404e-08 -8.65533e-06 -2.22691e-05 3.03962e-07 3.73356e-08 -1.30997e-06
internal_weight=0 81 3040 215 2825 193 59 2800 48 2752 2732 2711 2675 2639 58 2581 103 71 2478 2451 42 2409 55 50 2354 84 61 2270 2248 1391
internal_count=3121 81 3040 215 2825 193 59 2800 48 2752 2732 2711 2675 2639 58 2581 103 71 2478 2451 42 2409 55 50 2354 84 61 2270 2248 1391
is_linear=0
shrinkage=0.1


Tree=4792
num_leaves=31
num_cat=0
split_feature=46 46 142 147 147 483 479 16 480 479 10 12 39 11 9 2 481 132 13 1204 2 15 1 15 133 394 1211 4 1 13
split_gain=4.98878e-07 6.01959e-07 5.98277e-07 9.0256e-07 1.05337e-06 6.05115e-07 6.91137e-07 4.93656e-06 1.43607e-06 5.93556e-07 5.36093e-07 5.42405e-06 3.52025e-06 2.28748e-06 1.55582e-06 8.72115e-07 5.34862e-06 4.80056e-06 1.79674e-05 1.18121e-05 4.72886e-06 2.59445e-06 7.68315e-06 3.0033e-06 2.96923e-06 3.63465e-06 2.33677e-06 2.08912e-06 2.57112e-06 3.97381e-06
threshold=0.096120000000000011 1.0000000180025095e-35 -0.057499999999999989 0.099730000000000027 0.093875000000000014 -0.47181499999999993 0.10061500000000002 -0.040964999999999994 -0.089354999999999976 0.084530000000000008 0.053330000000000009 -0.010834999999999999 0.089790000000000023 -1.0000000180025095e-35 0.091600000000000015 0.083715000000000026 -0.085749999999999979 -0.083284999999999984 -0.01163 -0.081079999999999985 0.083865000000000009 -0.10203999999999998 0.096475000000000019 -0.094329999999999983 -0.14757499999999998 -0.00058999999999999992 0.092635000000000009 -0.010655 0.11751000000000002 -0.074519999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 8 -8 -7 10 13 12 -12 -10 15 16 -15 18 -18 -19 -17 22 -21 -23 -25 -26 27 -27 29 -29
right_child=-2 -3 3 -5 -6 6 7 -9 9 -11 11 -13 -14 14 -16 20 17 19 -20 21 -22 23 -24 24 25 26 -28 28 -30 -31
leaf_value=-1.6086674844226092e-05 1.1871717930002239e-05 -1.7007615081508578e-05 1.4225367840481341e-05 1.6068253088243572e-05 -1.9746443777640473e-05 2.5610024129657013e-05 1.9735315313832522e-05 -4.1314094064377799e-05 3.3180012620245443e-05 -1.639924437106608e-05 3.5781860671704636e-05 -5.0783118699438921e-05 -2.0505137199506863e-05 5.4278864045045342e-05 -2.773920421532239e-05 -4.5872657724628332e-05 0.00010314252577245497 -6.917962992171548e-05 -2.7818154396961542e-05 6.4933198766084399e-05 -2.7282451207023363e-07 -3.8051012816140427e-05 -3.9399533662894422e-06 -2.626205586137884e-05 3.7216947857814377e-05 -5.5470934132668191e-06 2.6091402742167705e-05 7.7978855085642814e-06 -1.2081335922917597e-05 5.8261702870368031e-05
leaf_weight=23 35 21 30 35 27 22 26 27 21 22 25 21 20 20 20 23 20 24 22 25 2028 20 46 36 30 288 35 71 38 20
leaf_count=23 35 21 30 35 27 22 26 27 21 22 25 21 20 20 20 23 20 24 22 25 2028 20 46 36 30 288 35 71 38 20
internal_value=0 -1.34658e-07 -1.90521e-08 1.02432e-07 -8.34021e-08 9.4753e-08 -4.89482e-08 -1.13653e-05 1.58083e-07 -3.66801e-08 8.94946e-08 -8.81821e-06 1.07654e-05 3.00441e-07 5.08133e-08 2.53217e-07 3.31467e-06 1.80462e-06 3.45441e-05 -3.67671e-07 -7.84183e-07 2.34413e-06 2.03112e-05 -2.69823e-08 1.44113e-06 3.51024e-06 1.27307e-06 -8.09999e-07 9.76584e-06 1.88888e-05
internal_weight=0 3086 3065 3042 3007 2980 2950 53 2897 2875 2853 66 45 2787 2766 2746 695 675 42 633 2051 609 71 538 518 482 452 417 129 91
internal_count=3121 3086 3065 3042 3007 2980 2950 53 2897 2875 2853 66 45 2787 2766 2746 695 675 42 633 2051 609 71 538 518 482 452 417 129 91
is_linear=0
shrinkage=0.1


Tree=4793
num_leaves=31
num_cat=0
split_feature=132 132 1203 33 0 34 0 33 10 44 1455 1429 156 475 156 1429 2 16 2 48 158 50 0 151 147 2 12 2 16 16
split_gain=5.60859e-07 2.55885e-06 1.48495e-06 4.88325e-07 1.00844e-06 1.00035e-06 4.53555e-06 2.10528e-06 1.01897e-06 4.84301e-07 1.98639e-06 6.32523e-07 1.22209e-06 8.56601e-07 1.31046e-06 9.49189e-07 7.25832e-07 3.50889e-06 2.16814e-06 2.81789e-06 2.09003e-06 2.60949e-06 1.84034e-06 1.51951e-06 3.90915e-06 2.2162e-06 4.11702e-06 2.94248e-06 3.18111e-06 2.88088e-06
threshold=-0.083174999999999985 -0.050879999999999988 0.089005000000000015 0.085305000000000006 -0.078904999999999989 -0.057544999999999992 -0.07384499999999998 -1.0000000180025095e-35 -0.0087699999999999983 0.099360000000000018 0.11817000000000001 -0.23587499999999997 0.3248100000000001 0.055635000000000011 0.080810000000000007 0.12387000000000002 0.11411 0.63167000000000006 0.11177500000000001 0.091635000000000008 0.10654500000000001 -1.0000000180025095e-35 -0.23091999999999999 0.13340000000000005 0.095485000000000014 0.10584500000000001 0.086095000000000019 0.10327000000000001 -0.032969999999999992 -0.018494999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 -3 -7 -8 10 11 -9 13 15 -15 16 17 18 23 -20 21 -18 -23 24 25 27 29 -13 -29 -27
right_child=1 3 -4 4 -6 7 8 9 -10 -11 -12 12 -14 14 -16 -17 20 -19 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-1.8009693935010336e-06 3.101238481846209e-05 4.6256912188255235e-05 -2.6823577839725962e-05 -2.635403941548291e-05 2.8641590351644148e-06 -3.2375674782088029e-05 8.2233079806230862e-06 1.7344295052420683e-05 -2.1543527928651716e-05 -1.2240744220640233e-05 2.7317711042255897e-05 -2.3256589945834027e-07 -2.4705410232854774e-05 -4.6911670506233356e-06 2.6080771931447089e-05 -2.1331589176129674e-05 -3.9298367132997474e-05 3.7994382655597295e-05 3.2034220026076039e-06 4.9792451900430027e-05 2.1546596917687567e-05 -2.9419136619533395e-05 -1.7829525408669062e-06 -2.1841432806013474e-05 4.2044839710797538e-05 -9.0685629356812582e-06 2.5153390271923138e-06 -6.216486276984638e-06 4.2874597344659078e-05 -5.9988002467434855e-05
leaf_weight=195 27 25 27 21 27 20 23 21 23 31 27 1853 20 25 31 21 22 25 37 20 30 26 329 32 22 20 61 22 33 25
leaf_count=195 27 25 27 21 27 20 23 21 23 31 27 1853 20 25 31 21 22 25 37 20 30 26 329 32 22 20 61 22 33 25
internal_value=0 3.70967e-07 -4.84426e-06 8.29038e-08 -9.9188e-06 2.52904e-07 1.19726e-05 -4.93482e-08 -6.66011e-06 1.87215e-07 3.29801e-07 5.73992e-08 -7.93848e-08 1.07601e-07 1.23433e-05 -1.58186e-07 1.57057e-08 7.48751e-07 3.10567e-07 1.95505e-05 -3.85665e-06 -5.87812e-06 -3.80701e-06 -2.19739e-07 1.20091e-07 -3.37875e-07 -1.44117e-05 4.44001e-07 2.32382e-05 -3.73571e-05
internal_weight=0 2899 222 2872 48 2824 71 2753 46 2733 2702 2675 2654 2634 56 2578 2557 2150 2125 57 407 377 355 2068 2036 2014 106 1908 55 45
internal_count=3121 2899 222 2872 48 2824 71 2753 46 2733 2702 2675 2654 2634 56 2578 2557 2150 2125 57 407 377 355 2068 2036 2014 106 1908 55 45
is_linear=0
shrinkage=0.1


Tree=4794
num_leaves=31
num_cat=0
split_feature=1365 47 47 47 47 34 34 3 11 97 393 1456 46 50 47 160 13 15 3 42 1375 1375 48 1375 1375 457 157 4 1 15
split_gain=5.03743e-07 4.72862e-07 4.59957e-06 3.58973e-06 1.28e-06 9.52791e-07 7.07885e-07 2.89219e-06 1.68328e-06 1.10596e-06 6.73505e-07 6.55035e-07 8.29082e-07 7.96719e-07 7.47848e-07 7.04286e-07 7.68592e-07 9.3826e-07 1.46008e-06 1.13853e-06 6.30144e-07 8.22422e-07 9.94419e-07 9.59255e-07 8.35799e-07 1.65429e-06 9.65399e-07 1.88895e-06 3.9273e-06 1.96502e-06
threshold=0.088010000000000019 0.094460000000000002 0.091680000000000011 0.096770000000000009 0.089640000000000011 -0.112215 -0.057544999999999992 -0.014944999999999998 -1.0000000180025095e-35 -0.084639999999999979 0.12679500000000002 -0.077604999999999993 0.10123000000000001 -1.0000000180025095e-35 0.10254000000000001 -0.081399999999999986 -0.080759999999999985 -0.13843999999999998 -0.042499999999999989 0.089625000000000024 0.089070000000000024 0.084665000000000018 -0.11155999999999998 0.083945000000000006 0.048450000000000007 -0.10142499999999997 0.00087500000000000013 0.056795000000000005 0.10205500000000002 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 7 -7 -8 -9 20 -5 13 -13 -15 -16 -17 -18 19 -19 21 22 -10 24 25 -24 -27 28 29 -28
right_child=-2 3 -4 11 -6 6 8 9 10 -11 -12 12 -14 14 15 16 17 18 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-1.8920716416040216e-05 1.2895735225508057e-05 -4.2773491722155912e-05 4.5827518029413609e-05 -1.6643110620861991e-05 -2.2161859347901415e-05 4.1214997517748824e-05 -2.7488851062364779e-05 -2.1252265041766806e-05 -2.1556493673068918e-05 1.0026350845202197e-05 1.6302591148604945e-05 1.7544157223407335e-05 1.9673055066959933e-05 1.0308804439773668e-05 -1.8682804782064054e-05 6.7096024001297599e-06 -2.7310469868098156e-05 -2.677087054857671e-05 1.8641250397360473e-05 3.4331733331782743e-06 -1.3010757963153688e-05 1.6501249176085805e-05 -2.7685472966931272e-05 -2.15177504287567e-05 1.6527532930865619e-05 -5.869764070144508e-09 5.6358192186625851e-06 3.3377504885720555e-05 3.474800969494633e-05 -2.3607052491172453e-05
leaf_weight=26 30 22 22 24 26 21 22 20 21 26 26 21 21 36 33 56 20 26 22 24 36 31 21 20 32 2287 54 25 30 40
leaf_count=26 30 22 22 24 26 21 22 20 21 26 26 21 21 36 33 56 20 26 22 24 36 31 21 20 32 2287 54 25 30 40
internal_value=0 -1.25166e-07 2.84073e-07 -3.86333e-06 -7.84289e-08 1.31275e-07 3.13927e-07 1.0465e-05 5.6792e-08 -3.57305e-06 2.87827e-07 -8.38514e-07 6.26005e-07 -1.05462e-06 -2.8545e-06 -5.47261e-06 -2.5271e-06 -8.14944e-06 -2.82693e-06 -1.22729e-05 1.27494e-07 3.12179e-07 1.13814e-07 2.95192e-07 4.70467e-07 2.61339e-07 5.0226e-07 8.30154e-06 3.24591e-06 -6.80796e-06
internal_weight=0 3091 2786 305 2764 2738 2712 67 2645 46 2623 283 259 238 217 181 148 92 72 50 2597 2561 2530 2509 2489 2457 2436 149 124 94
internal_count=3121 3091 2786 305 2764 2738 2712 67 2645 46 2623 283 259 238 217 181 148 92 72 50 2597 2561 2530 2509 2489 2457 2436 149 124 94
is_linear=0
shrinkage=0.1


Tree=4795
num_leaves=31
num_cat=0
split_feature=401 401 52 401 41 132 1186 1185 52 13 401 401 1209 1209 1212 42 12 1203 1211 1211 1213 1210 1210 130 16 1209 402 133 42 13
split_gain=4.58483e-07 6.41804e-07 1.36964e-06 1.05481e-06 5.66396e-07 5.46963e-07 1.48659e-05 7.53859e-06 1.46662e-06 1.15755e-06 6.17607e-07 2.5608e-06 7.65952e-07 7.51782e-07 6.42459e-07 5.94407e-07 1.40605e-06 7.43436e-07 5.86015e-07 1.24771e-06 1.13412e-06 6.11651e-07 9.5634e-07 2.65766e-06 3.30543e-06 9.08116e-07 1.92855e-06 7.36039e-07 6.09325e-07 3.10418e-06
threshold=0.13837000000000002 0.11769000000000002 0.087765000000000024 0.11336 0.11457000000000002 -0.083284999999999984 1.0000000180025095e-35 -0.083264999999999992 0.10347000000000002 0.056795000000000005 0.10632500000000002 0.10022000000000002 -0.087714999999999987 -0.076689999999999994 0.14560000000000003 -0.074124999999999983 0.090165000000000009 0.084030000000000007 0.11671000000000002 0.10904000000000001 0.085855000000000015 -0.090009999999999993 -0.0061249999999999994 0.084580000000000016 -0.078464999999999993 1.0000000180025095e-35 -0.16927999999999996 -0.50375999999999987 0.11720500000000002 -0.051094999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 8 -7 9 15 11 12 -9 -14 18 -1 17 -17 19 21 -20 -15 23 24 -23 27 -27 -24 -29 -30
right_child=-2 2 -4 -5 -6 7 -8 10 -10 -11 -12 -13 13 14 -16 16 -18 -19 20 -21 -22 22 25 -25 -26 26 -28 28 29 -31
leaf_value=5.7824394995501887e-06 -1.4726027923946581e-05 2.3690643276054425e-05 -8.5212230095004827e-06 -2.191088884832094e-05 -1.4353665264260836e-05 -5.8470287694945003e-05 8.4814171593991652e-05 1.7176360979141868e-05 -2.6635468802851395e-05 2.1297833986214496e-05 1.3498386501201561e-05 -3.2391615362333445e-05 -1.8160835514374248e-05 -1.2874728771358995e-05 1.8256435032526498e-05 -1.0474074546296973e-05 -2.4231650900869034e-05 1.3217355310054564e-05 -2.8019750975328775e-05 2.364973962634711e-05 3.8017891408041275e-06 4.0601150224550084e-05 1.5161641372149902e-05 -1.9102163249677375e-05 -2.9304851833248078e-06 4.8768444370440336e-06 -3.5352026679902336e-05 -1.9843429370281915e-07 3.3869363218283037e-05 -4.9923259092658975e-06
leaf_weight=42 21 33 22 22 27 22 21 27 25 21 35 24 22 35 20 26 35 27 21 23 24 37 33 23 33 26 22 2280 31 61
leaf_count=42 21 33 22 22 27 22 21 27 25 21 35 24 22 35 20 26 35 27 21 23 24 37 33 23 33 26 22 2280 31 61
internal_value=0 9.97639e-08 1.08059e-05 -9.36145e-08 6.51616e-08 1.95104e-07 5.28814e-06 -1.63355e-07 -4.20077e-06 -4.86412e-07 2.98565e-07 1.30077e-07 4.17245e-07 2.49093e-07 4.00842e-07 -4.00541e-06 -8.67688e-06 1.59514e-06 2.66032e-07 4.61556e-07 -1.10483e-05 2.54919e-07 4.35413e-07 1.03891e-05 2.00791e-05 5.80415e-08 -1.35614e-05 3.29864e-07 1.23519e-07 8.10237e-06
internal_weight=0 3100 55 3045 3023 2996 197 2799 176 151 2777 2742 2718 2691 2669 130 88 53 2649 2604 45 2581 2546 93 70 2453 48 2405 2372 92
internal_count=3121 3100 55 3045 3023 2996 197 2799 176 151 2777 2742 2718 2691 2669 130 88 53 2649 2604 45 2581 2546 93 70 2453 48 2405 2372 92
is_linear=0
shrinkage=0.1


Tree=4796
num_leaves=31
num_cat=0
split_feature=394 403 400 130 130 400 1185 4 13 1176 1208 1208 1208 1209 1209 1213 0 3 43 403 401 1212 1210 391 403 403 1 1 16 484
split_gain=5.4312e-07 1.49673e-06 5.49971e-07 1.89297e-06 2.78066e-06 1.67534e-06 1.06565e-06 1.05127e-06 9.45604e-07 5.35539e-07 4.71812e-07 7.03109e-07 1.01609e-06 8.91455e-07 9.06387e-07 1.38802e-06 5.16626e-06 2.4504e-06 5.51093e-06 1.03966e-06 8.6651e-07 5.41932e-06 1.33349e-06 6.18424e-07 4.9833e-07 7.65628e-07 5.59101e-07 2.52713e-06 1.37662e-06 2.88176e-06
threshold=-0.14580499999999996 -0.014954999999999998 -0.08262499999999999 0.087380000000000013 0.0032450000000000001 -0.081639999999999976 -0.014244999999999999 -0.078439999999999996 -0.0093149999999999986 0.086510000000000017 0.11332500000000002 0.10233500000000001 0.089655000000000012 -0.092099999999999987 -0.084519999999999984 0.091280000000000014 -0.086729999999999988 -0.086554999999999979 -0.010739999999999998 -0.55276999999999987 0.11602000000000001 -0.089544999999999986 -0.094799999999999982 -1.0000000180025095e-35 -0.42244999999999994 -0.22642499999999996 0.13534000000000004 0.13756000000000004 -0.11118499999999999 0.090535000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -4 -7 8 -2 10 11 12 13 -8 -15 19 -17 -18 -19 -16 22 -22 -21 -24 -25 -26 -27 -28 29 -29
right_child=2 -3 5 -5 -6 6 9 -9 -10 -11 -12 -13 -14 14 15 16 17 18 -20 20 21 -23 23 24 25 26 27 28 -30 -31
leaf_value=-2.8055871401496308e-05 2.8358814118043733e-05 8.0546591561869722e-06 -2.8949160641786874e-05 -1.6337241403461023e-05 4.5714237820079903e-05 2.2537781296705363e-05 1.7698507268245782e-05 -1.123920898896392e-05 -1.6848551422299352e-06 1.5473324862630926e-05 -1.2879094419045504e-05 1.5709285266853255e-05 -2.2675429163427908e-05 -1.8135346128441858e-05 -2.3231096020026601e-05 4.4829268082935415e-05 2.3555548512376846e-05 -5.6287415391125256e-05 8.865507825740261e-06 2.3881627301939855e-05 1.402086636517197e-05 -5.2214090690194143e-05 -1.7395086875434833e-05 1.1686121340192456e-05 -1.2972063415602067e-05 3.4069425306723386e-07 -2.9569045790205047e-05 2.1792041873347692e-05 -9.819544888419582e-06 -2.1031415946543514e-05
leaf_weight=24 22 22 20 27 21 21 28 27 20 22 29 28 20 28 20 32 25 20 37 23 30 21 21 35 47 2269 35 55 70 22
leaf_count=24 22 22 20 27 21 21 28 27 20 22 29 28 20 28 20 32 25 20 37 23 30 21 21 35 47 2269 35 55 70 22
internal_value=0 -1.07856e-05 1.6134e-07 6.88574e-06 1.38526e-05 -1.04636e-07 9.17193e-08 4.15563e-06 1.40523e-05 -6.98739e-08 -1.87991e-07 -5.95749e-08 -2.15152e-07 -5.57463e-08 -2.33925e-07 -5.24481e-08 1.07518e-05 -2.54678e-06 -1.39952e-05 -5.17584e-07 -3.44726e-07 -1.32524e-05 -8.92784e-08 -3.05148e-07 -1.63463e-07 -3.2949e-07 -8.70577e-08 -5.41985e-06 3.29952e-07 9.55677e-06
internal_weight=0 46 3075 117 90 2958 2938 69 42 2917 2895 2866 2838 2818 2790 2762 114 82 57 2648 2628 51 2577 2554 2533 2498 2451 182 147 77
internal_count=3121 46 3075 117 90 2958 2938 69 42 2917 2895 2866 2838 2818 2790 2762 114 82 57 2648 2628 51 2577 2554 2533 2498 2451 182 147 77
is_linear=0
shrinkage=0.1


Tree=4797
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1373 457 49 448 447 51 51 403 51 1209 51 51 10 1 0 42 34 9 2 3 1 43 52 14 159 16 131
split_gain=4.83313e-07 2.85106e-06 1.30978e-06 4.4591e-07 1.16073e-06 3.51874e-06 1.91114e-06 1.13742e-06 5.84871e-07 3.17328e-06 2.10968e-06 5.91331e-06 1.45047e-06 1.04121e-06 2.75966e-06 1.2604e-06 9.52637e-06 1.26919e-05 2.6491e-06 1.21731e-06 1.17252e-06 4.04043e-06 1.03365e-06 1.18047e-06 2.92981e-06 2.43498e-06 1.00728e-06 3.49321e-06 2.62743e-06 9.61137e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -1.0000000180025095e-35 0.11612500000000002 -0.049784999999999989 0.030280000000000001 0.094005000000000019 0.094075000000000006 0.090560000000000015 -0.0031149999999999997 0.097935000000000008 0.12417500000000002 0.08955500000000001 0.087505000000000013 -0.0079749999999999977 0.092390000000000014 -0.10011499999999998 0.087405000000000024 -0.057544999999999992 0.092410000000000006 -0.090999999999999984 0.14121000000000003 0.10337500000000001 -0.04652499999999999 -0.23375999999999997 -0.31455999999999995 -0.48366999999999993 0.057265000000000003 0.13702500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 6 -6 7 8 9 12 -10 -12 13 14 15 16 -5 -18 -19 -17 21 -21 23 25 -25 -13 28 -28 -23 -29
right_child=1 3 -4 4 5 -7 -8 -9 10 -11 11 22 -14 -15 -16 19 17 18 -20 20 -22 26 -24 24 -26 -27 27 29 -30 -31
leaf_value=-1.5788087357132382e-06 3.7056956344237003e-05 -1.2960165426752962e-05 -2.471520738254185e-05 -7.3296342288813325e-05 -1.4225241033099813e-05 4.1300289332866667e-05 -2.7048949064360035e-05 2.3951095099619126e-05 -2.303728088664824e-05 -2.996258509584651e-05 5.0312995595699506e-05 3.6502186339930631e-05 2.2574890200693126e-05 -2.1972708451688629e-05 3.6872048094664937e-05 1.8581960362748111e-05 7.3223533245254661e-05 -3.4947151853932731e-05 4.4441892603044255e-06 -4.3114057891877816e-05 2.0118890477403643e-05 3.3270627318415792e-05 1.7728469487597718e-05 4.0608726874324934e-06 -4.0730677143153078e-05 -1.0174679715646563e-06 -3.9148448543172614e-05 -1.892590794555464e-07 -1.0624516042298638e-05 2.0366847203821756e-05
leaf_weight=194 21 26 28 20 21 25 26 20 26 36 28 20 28 22 20 35 20 38 31 22 28 30 35 40 23 128 23 2059 25 23
leaf_count=194 21 26 28 20 21 25 26 20 26 36 28 20 28 22 20 35 20 38 31 22 28 30 35 40 23 128 23 2059 25 23
internal_value=0 3.44369e-07 -4.49691e-06 7.64873e-08 1.95335e-07 1.59517e-05 -6.2966e-08 1.89421e-07 1.72349e-08 -4.91122e-07 4.18576e-06 6.76897e-06 -5.34269e-08 -3.17865e-07 -1.17188e-07 -4.31455e-07 -1.09328e-05 3.08145e-06 -1.72496e-05 7.84111e-08 -2.14632e-07 -4.75557e-07 1.81274e-06 -8.27312e-07 -1.22916e-05 4.05276e-06 -4.12756e-08 -3.90338e-07 1.33183e-05 3.78257e-08
internal_weight=0 2899 222 2878 2852 46 2806 2780 2760 2460 300 274 2424 2396 2374 2354 109 89 69 2245 2210 2182 246 211 63 148 2160 2105 55 2082
internal_count=3121 2899 222 2878 2852 46 2806 2780 2760 2460 300 274 2424 2396 2374 2354 109 89 69 2245 2210 2182 246 211 63 148 2160 2105 55 2082
is_linear=0
shrinkage=0.1


Tree=4798
num_leaves=31
num_cat=0
split_feature=394 394 390 390 1186 13 394 3 16 1210 1209 13 0 0 0 49 4 403 4 49 3 42 4 49 2 3 43 15 3 52
split_gain=4.59558e-07 1.53411e-06 1.07525e-06 6.93945e-07 8.93035e-07 2.82848e-06 2.35425e-06 6.79481e-07 5.55808e-07 6.42476e-06 3.0826e-06 7.4715e-06 1.56148e-06 5.15019e-06 2.28296e-06 2.17717e-06 2.02067e-06 1.67837e-06 1.93633e-06 1.67214e-06 3.10096e-06 3.6395e-06 4.56088e-06 1.53115e-06 2.20317e-06 2.14555e-06 1.61339e-06 2.91781e-06 1.90723e-06 1.52528e-06
threshold=-0.15150999999999998 -0.11103499999999998 0.090385000000000007 0.087590000000000015 0.062435000000000011 -0.0093149999999999986 0.15288500000000002 -0.082594999999999988 -0.092484999999999984 -0.051429999999999997 -0.087714999999999987 -0.052719999999999996 -0.09595999999999999 -0.093584999999999988 -0.098289999999999975 0.085970000000000005 -0.07533999999999999 0.093545000000000003 -0.080924999999999983 -0.043469999999999995 0.092670000000000016 0.087665000000000007 0.181285 0.099465000000000012 0.11585500000000001 0.11924500000000002 0.0041500000000000009 -0.10091499999999999 -0.070099999999999982 0.0046550000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 6 -6 8 -1 9 -3 11 -10 14 15 16 -14 -11 18 -15 20 21 22 -18 25 29 26 27 28 -21 -25
right_child=1 2 -4 -5 5 -7 -8 -9 10 12 -12 -13 13 17 -16 -17 19 -19 -20 23 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.3683172130404274e-05 2.7743991504394221e-05 -5.8305034954173607e-05 -2.3152933258643316e-05 1.780587463971725e-05 -4.2716021510784686e-05 3.9604801418750573e-06 3.3583061234648564e-05 2.3836837590351936e-06 6.2459486770631675e-05 -2.8086080933933084e-05 2.0416834806805221e-07 -1.4914776041526543e-05 5.8735631120560529e-05 2.4197718279207368e-05 -3.0610015653564918e-05 1.3148314139925786e-05 5.4018068283312459e-05 -2.8480191240305433e-05 -1.7865673694525547e-06 3.5113686308250181e-05 -3.537956845061022e-05 -2.8149944367984208e-05 -1.1963480474977669e-05 -4.2002360156142724e-05 1.3210198247699219e-05 -8.7411593143615211e-06 1.3598292215729916e-06 5.334023421164603e-05 -5.0270201960490249e-06 -3.4153283195337282e-06
leaf_weight=20 20 20 20 22 20 37 21 20 26 29 2159 24 22 33 32 20 20 20 219 20 35 26 22 21 28 47 44 25 29 20
leaf_count=20 20 20 20 22 20 37 21 20 26 29 2159 24 22 33 32 20 20 20 219 20 35 26 22 21 28 47 44 25 29 20
internal_value=0 1.38268e-07 -4.21027e-08 1.09892e-07 -1.90616e-08 -1.24172e-05 2.19526e-07 -1.06497e-05 -1.8704e-08 -2.40683e-06 7.72653e-07 2.53198e-05 -8.36656e-07 4.43571e-06 -4.99626e-06 3.70274e-05 -2.75681e-06 -5.96829e-07 1.61614e-06 -5.77137e-07 -1.11944e-05 1.25392e-06 1.94563e-05 4.09625e-06 -8.41262e-06 9.32724e-06 1.6524e-05 2.55405e-05 1.13569e-05 -2.31794e-05
internal_weight=0 3081 3061 3041 3019 57 2962 40 2941 732 2209 50 712 314 398 42 366 272 252 337 103 68 42 234 69 165 118 74 49 41
internal_count=3121 3081 3061 3041 3019 57 2962 40 2941 732 2209 50 712 314 398 42 366 272 252 337 103 68 42 234 69 165 118 74 49 41
is_linear=0
shrinkage=0.1


Tree=4799
num_leaves=31
num_cat=0
split_feature=130 1 1373 457 49 448 1348 46 47 0 16 3 9 97 10 47 34 9 10 13 13 484 12 16 16 13 457 160 160 16
split_gain=4.74083e-07 8.74133e-07 4.74812e-07 9.11506e-07 2.73776e-06 1.43771e-06 1.09496e-06 5.22063e-07 5.85934e-07 4.52854e-06 1.31314e-05 5.04861e-06 1.68041e-06 6.85907e-06 1.53615e-06 1.42919e-06 9.37608e-07 1.01336e-06 3.43786e-06 9.07273e-07 1.29085e-06 1.06131e-06 9.71681e-07 8.40194e-07 7.12143e-07 1.78179e-06 6.89544e-07 7.49153e-07 2.4239e-06 1.90432e-06
threshold=-0.23123999999999997 0.16540500000000002 -1.0000000180025095e-35 0.11612500000000002 -0.049784999999999989 0.030280000000000001 0.091105000000000005 0.096120000000000011 0.092165000000000011 -0.10224499999999999 -0.12029499999999999 -1.0000000180025095e-35 -0.013509999999999999 -0.049229999999999996 -0.0087699999999999983 0.090100000000000013 -0.080814999999999984 0.085555000000000006 0.053330000000000009 -0.0057949999999999989 -0.063184999999999977 -0.078424999999999981 0.094070000000000015 -0.5224049999999999 -0.54656499999999986 -1.0000000180025095e-35 0.091495000000000007 0.08325500000000001 0.066685000000000008 -0.022939999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 8 12 10 23 19 13 14 -4 16 -14 24 -19 20 21 -11 -23 -10 25 -18 27 28 -26 -29
right_child=1 -3 3 4 -6 -7 -8 -9 9 11 -12 -13 15 -15 -16 -17 17 18 -20 -21 -22 22 -24 -25 26 -27 -28 29 -30 -31
leaf_value=1.4303985549106628e-05 -1.3673803128767761e-05 -1.8020743142120341e-05 1.0248922565025965e-05 -1.2484239992513073e-05 3.6493257248366717e-05 -2.3463307836489269e-05 2.3473905798709893e-05 1.2503899261267209e-05 1.0376583058161722e-05 -1.868732995912329e-05 -9.491999408965058e-05 4.9633742828735281e-05 -1.8425505426320243e-05 6.5186544379685084e-05 -2.4558338589572701e-05 -2.6727104450401385e-05 6.7402862855074504e-06 4.1035574708075728e-05 -9.5669274412949603e-06 9.0277541521236015e-06 -2.6825182267202763e-05 -3.2032252897434017e-06 1.9883901723005695e-05 -1.39992612905469e-05 3.4738791982025152e-07 -3.4500456431487696e-05 1.397228397511046e-05 -1.4313687754396643e-05 3.4493763641443194e-05 2.0997618064618163e-06
leaf_weight=23 25 27 32 21 25 26 20 33 31 28 20 21 27 20 21 20 22 25 29 54 25 61 26 26 2065 20 36 121 21 170
leaf_count=23 25 27 32 21 25 26 20 33 31 28 20 21 27 20 21 20 22 25 29 54 25 61 26 26 2065 20 36 121 21 170
internal_value=0 -1.06189e-07 5.13141e-08 1.63963e-07 1.4134e-05 -5.02439e-08 1.54443e-07 -3.44072e-09 -1.44742e-07 -4.39448e-06 -2.5204e-05 3.05822e-06 3.27272e-07 1.52873e-05 -3.54263e-06 -9.999e-08 1.10003e-07 3.09468e-07 1.38602e-05 -1.98346e-06 -6.23064e-06 -1.75357e-06 3.69638e-06 -7.42223e-07 1.14085e-08 -1.28982e-05 2.36109e-07 2.80725e-08 6.91143e-07 -4.72507e-06
internal_weight=0 3098 3071 3046 46 3000 2974 2954 2921 292 77 215 2629 73 53 2556 2536 2509 54 194 140 115 87 57 2455 42 2413 2377 2086 291
internal_count=3121 3098 3071 3046 46 3000 2974 2954 2921 292 77 215 2629 73 53 2556 2536 2509 54 194 140 115 87 57 2455 42 2413 2377 2086 291
is_linear=0
shrinkage=0.1


Tree=4800
num_leaves=31
num_cat=0
split_feature=50 132 1211 1211 44 0 0 133 133 49 49 2 2 12 483 3 42 393 160 1447 403 131 13 160 481 483 483 52 481 13
split_gain=4.81292e-07 1.00919e-05 8.10842e-06 8.99497e-07 8.24233e-07 2.34703e-06 1.16084e-06 1.20478e-06 1.23808e-06 1.07005e-06 2.66447e-06 1.51876e-06 3.46333e-06 2.69948e-06 2.06816e-06 9.16754e-07 1.6478e-06 7.90411e-07 6.1167e-07 2.04026e-06 2.75944e-06 1.87921e-06 5.66328e-06 2.85586e-06 6.84208e-06 1.58844e-06 3.29641e-06 1.82491e-06 1.7403e-06 1.80405e-06
threshold=0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.11986000000000001 0.099360000000000018 -0.14226499999999997 -0.097024999999999986 -0.0077049999999999992 -0.11828999999999999 0.08610000000000001 0.093350000000000002 0.085785000000000014 0.089775000000000008 0.088725000000000012 0.083960000000000021 -0.085709999999999995 0.089015000000000025 0.11146500000000002 -0.092929999999999985 -0.086279999999999982 -0.55327499999999985 0.08956500000000002 -0.081029999999999977 -0.55248999999999981 -0.08452999999999998 0.10143000000000001 0.09549500000000001 -0.012859999999999998 -0.00058999999999999992 -0.072309999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 17 5 -3 -7 8 -8 11 -11 13 14 -9 -13 -14 -17 18 21 -20 -21 23 -23 -1 -25 26 27 -26 -29 -30
right_child=1 2 -4 -5 -6 6 7 9 -10 10 -12 12 15 -15 -16 16 -18 -19 19 20 -22 22 -24 24 25 -27 -28 28 29 -31
leaf_value=-1.7297652075052239e-05 6.90802614454614e-05 3.6594782969110556e-05 -6.0974577363161928e-05 -1.770444540549458e-05 -1.4265239706918904e-05 -2.0640116556370189e-05 3.9062207309013629e-06 3.1895870004769553e-05 3.5606975540180102e-05 4.2302773081246415e-05 -1.877315628726772e-06 -1.1954373812014555e-05 1.9736097542393154e-05 -6.1827896738227896e-06 -5.638582289975603e-05 -2.5990900303440868e-05 1.3256249360932524e-05 -1.5221232351905201e-05 -2.6561967679299414e-05 3.2728117697843119e-05 -6.7708267590691636e-07 -4.5403322752059066e-05 1.8784796845596118e-05 6.7828678520527323e-05 2.8046749217277728e-05 -1.6079547263129995e-05 4.8174759940593502e-05 2.1223448330319711e-05 -2.0115817852567899e-05 7.458810909077369e-06
leaf_weight=39 22 21 21 30 26 21 28 29 22 20 43 22 23 52 20 20 23 35 30 25 2275 27 28 20 28 27 20 29 49 46
leaf_count=39 22 21 21 30 26 21 28 29 22 20 43 22 23 52 20 20 23 35 30 25 2275 27 28 20 28 27 20 29 49 46
internal_value=0 3.17985e-06 -5.28101e-07 -4.84963e-07 2.90265e-06 4.20022e-06 2.09407e-06 3.67492e-06 1.78546e-05 8.61505e-07 1.21481e-05 -2.9007e-06 -1.0664e-05 7.45031e-06 -3.31122e-05 3.6213e-06 -4.99824e-06 -2.92063e-07 -9.43635e-08 -6.5194e-07 -3.13983e-07 4.05628e-06 -1.27257e-05 7.63384e-06 1.20737e-05 6.47018e-06 1.001e-05 4.98828e-06 -2.18466e-07 -6.76389e-06
internal_weight=0 413 391 2708 370 344 323 302 50 252 63 189 108 81 42 66 43 2678 2643 2330 2300 313 55 258 219 199 172 152 124 95
internal_count=3121 413 391 2708 370 344 323 302 50 252 63 189 108 81 42 66 43 2678 2643 2330 2300 313 55 258 219 199 172 152 124 95
is_linear=0
shrinkage=0.1


Tree=4801
num_leaves=31
num_cat=0
split_feature=1211 50 1186 132 132 394 1211 132 50 0 3 394 390 402 401 1210 399 1185 52 1212 4 1212 481 133 42 1212 0 1212 160 131
split_gain=6.24266e-07 1.64505e-06 6.48801e-07 3.65095e-06 1.63592e-06 1.96434e-05 1.73434e-05 1.53843e-06 1.47727e-06 9.65507e-07 2.43733e-06 6.23589e-07 1.67644e-06 5.89225e-07 3.00402e-06 1.54744e-06 6.63811e-07 6.65652e-07 1.15288e-06 6.67212e-07 3.66911e-06 4.61723e-06 3.9733e-06 3.08349e-06 1.56029e-06 1.18349e-06 1.11535e-05 7.89295e-07 6.48262e-07 1.53466e-06
threshold=0.11716500000000001 0.090980000000000019 0.057025000000000006 -0.08101499999999999 -0.083284999999999984 0.0041850000000000004 0.11048500000000001 -0.044384999999999994 0.09227500000000001 -0.079459999999999989 -0.085384999999999975 -0.11103499999999998 0.086130000000000012 -0.45015499999999992 -1.0000000180025095e-35 0.24726500000000004 -0.065739999999999979 0.085905000000000009 0.086965000000000015 0.086920000000000011 -0.081609999999999988 0.08790000000000002 -0.073474999999999985 -0.040449999999999993 0.08623500000000002 0.040035000000000008 -0.086234999999999992 0.094360000000000013 -0.092929999999999985 0.089415000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 8 7 -6 -1 10 -5 -9 13 14 -13 16 -15 19 -19 25 21 -21 -22 -24 27 28 -27 -23 29 -18
right_child=1 -3 3 9 6 -7 -8 11 -10 -11 -12 12 -14 15 -16 -17 17 18 -20 20 22 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=2.181791219032568e-06 -2.9550464949517681e-06 3.3390854041499552e-05 -4.6357433209323066e-05 -3.1333991176760052e-05 2.7161055411505957e-05 0.00010284146257617978 -8.5181394846737632e-05 1.6757972695235039e-05 -2.3189283984316312e-05 1.8106930405300169e-05 9.710720277302571e-06 -3.8101207147437068e-05 -2.8290565935440968e-05 1.4129814973895203e-05 1.2106910924977947e-05 2.5035666345502251e-05 6.5010923923705886e-06 -4.3217227357672531e-06 2.963236458526808e-05 -6.0401616122941382e-05 4.62314257168557e-05 -1.0322813943189214e-05 2.2241066020797007e-05 -2.4022327697286317e-05 -3.0264045826697838e-05 6.3110625996879818e-05 -3.5464695487131723e-05 1.6781150084584213e-05 -9.6985169051615383e-07 -1.0287900723789901e-05
leaf_weight=153 33 20 20 23 21 20 24 22 27 24 39 22 21 33 26 25 311 20 20 22 21 21 25 34 20 24 22 22 1940 66
leaf_count=153 33 20 20 23 21 20 24 22 27 24 39 22 21 33 26 25 311 20 20 22 21 21 25 34 20 24 22 22 1940 66
internal_value=0 1.07604e-05 -1.85885e-07 -7.87308e-06 8.92138e-08 8.82266e-06 -5.43187e-07 1.98712e-07 -1.62387e-06 1.07677e-06 -5.51554e-06 -9.68349e-09 -1.46562e-07 7.44639e-08 -1.09051e-05 2.75157e-07 3.71671e-08 -1.4393e-07 1.26553e-05 -3.4645e-07 -6.49444e-06 -2.09613e-05 8.87659e-06 -4.41919e-06 -7.18849e-06 8.28429e-08 1.59659e-05 3.54433e-06 -2.32488e-07 3.56191e-06
internal_weight=0 53 3068 106 2962 200 2762 2738 180 86 62 2717 2695 2674 48 2626 2601 2568 40 2528 165 85 80 59 63 2363 46 43 2317 377
internal_count=3121 53 3068 106 2962 200 2762 2738 180 86 62 2717 2695 2674 48 2626 2601 2568 40 2528 165 85 80 59 63 2363 46 43 2317 377
is_linear=0
shrinkage=0.1


Tree=4802
num_leaves=31
num_cat=0
split_feature=1211 50 1185 2 1200 1203 401 15 402 1208 401 1213 1208 1209 1213 403 1212 1210 3 403 16 1212 1209 16 1210 131 4 482 483 42
split_gain=7.85496e-07 5.98666e-06 9.13733e-07 7.18114e-07 5.92863e-07 7.21035e-07 5.03469e-07 2.24507e-06 2.1495e-06 5.69978e-07 6.06108e-07 8.33282e-07 7.43143e-07 1.54296e-06 1.26294e-06 8.28426e-07 7.12148e-07 3.10128e-06 2.94841e-06 1.13234e-06 9.86709e-07 6.85509e-07 6.52728e-07 2.47844e-06 6.77164e-07 5.64007e-07 1.56634e-06 1.29749e-06 9.36839e-07 2.92858e-06
threshold=0.11048500000000001 0.096900000000000014 -0.093764999999999987 0.09580000000000001 0.089625000000000024 0.094640000000000016 -0.06959499999999999 0.095175000000000023 -0.43418999999999991 0.11531000000000001 0.13729500000000003 0.14530000000000001 0.10233500000000001 -0.085894999999999985 0.10210000000000001 -0.55276999999999987 -0.089544999999999986 -0.099939999999999987 -0.078724999999999976 -0.43370499999999995 -0.081414999999999987 -0.009474999999999999 0.087485000000000021 -0.078844999999999985 -0.080364999999999978 0.11793000000000002 -0.040589999999999994 0.12191 0.11494000000000001 0.092145000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 7 -4 -8 10 11 12 13 -10 15 -15 18 -18 20 -19 -17 -21 24 -24 -23 27 -27 28 -26 -30
right_child=1 -3 4 -5 -6 -7 8 -9 9 -11 -12 -13 -14 14 -16 16 17 19 -20 21 -22 22 23 -25 25 26 -28 -29 29 -31
leaf_value=-2.1562974939115521e-05 -1.5083508112997821e-05 5.4239902601693758e-05 -7.1138381940727413e-06 7.9585526247596831e-06 1.4365682162471268e-05 -1.5944912840872161e-05 -3.1415076112104795e-05 3.4965458741810707e-05 -1.9752493398510315e-05 -1.5072428112034688e-05 1.6260850584924062e-05 -1.4747077588445361e-05 1.6371015661726625e-05 -1.9719869600348397e-05 2.179989709542564e-05 5.7717166455626199e-06 -3.5861039373230595e-05 2.1016623680644933e-05 3.6579524910646595e-05 1.35538069092011e-05 -2.1321003587218001e-05 -1.6437909009535082e-05 3.0747962094730092e-05 -1.4698338019938785e-05 6.6894302643805881e-08 -3.1013227739354728e-05 7.6100142905488612e-06 2.4161153487511913e-05 4.6039581708528741e-06 -4.3620865889124615e-05
leaf_weight=20 38 22 32 21 28 29 22 21 39 25 23 38 28 21 27 41 24 26 27 37 20 26 28 21 2319 21 21 22 34 20
leaf_count=20 38 22 32 21 28 29 22 21 39 25 23 38 28 21 27 41 24 26 27 37 20 26 28 21 2319 21 21 22 34 20
internal_value=0 9.71894e-06 -2.58967e-07 -6.8821e-06 -1.17881e-07 -2.53423e-07 -9.98441e-08 9.55909e-06 -2.75763e-07 -3.8552e-08 9.27253e-08 -3.82137e-08 1.61264e-07 -2.35271e-09 2.79276e-07 6.47059e-08 2.1933e-07 -8.02334e-08 9.06668e-06 2.53258e-07 -3.11114e-06 4.14696e-08 -1.57558e-07 1.1271e-05 -3.84922e-07 -2.13655e-07 -1.17016e-05 -1.2196e-08 -2.36306e-07 -1.32571e-05
internal_weight=0 81 3040 59 3020 2992 2963 53 2910 2888 2863 2840 2802 2774 2735 2708 2687 2599 88 2575 61 2549 2512 49 2463 2437 42 2395 2373 54
internal_count=3121 81 3040 59 3020 2992 2963 53 2910 2888 2863 2840 2802 2774 2735 2708 2687 2599 88 2575 61 2549 2512 49 2463 2437 42 2395 2373 54
is_linear=0
shrinkage=0.1


Tree=4803
num_leaves=31
num_cat=0
split_feature=1211 50 132 50 132 1213 52 12 132 132 3 15 3 390 133 401 402 15 1208 0 42 42 52 52 402 1213 401 1209 403 1212
split_gain=6.36251e-07 4.8492e-06 8.30824e-07 3.54676e-06 1.04853e-06 9.41724e-07 6.6537e-07 5.62121e-07 6.99002e-07 6.07825e-07 1.56623e-06 1.46672e-06 8.24761e-07 5.24756e-07 1.1117e-06 5.41798e-07 1.71373e-06 1.63208e-06 5.24644e-07 1.93437e-06 9.51435e-07 4.5235e-06 2.15762e-06 2.65635e-06 1.58281e-06 6.82926e-06 7.25875e-07 6.26753e-07 1.34831e-06 8.58134e-07
threshold=0.11048500000000001 0.096900000000000014 -0.083284999999999984 0.093975000000000017 -0.050879999999999988 0.087735000000000021 0.085540000000000019 0.11472500000000001 -0.44750499999999993 -0.1075 -0.084964999999999985 0.086495000000000002 -0.088494999999999976 0.087590000000000015 -0.089569999999999983 -0.06959499999999999 -0.43418999999999991 0.095175000000000023 0.10383000000000002 -0.067094999999999988 0.11551500000000002 0.11747 0.090245000000000006 -1.0000000180025095e-35 0.13775000000000001 -0.083944999999999978 0.11769000000000002 -0.084519999999999984 -0.5335399999999999 -0.08867499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 5 -4 7 -2 8 -1 11 12 -10 -11 15 -15 17 -17 -6 20 -20 24 -22 23 -23 26 -26 27 -18 -29 -30
right_child=1 -3 4 -5 13 -7 -8 -9 9 10 -12 -13 -14 14 -16 16 18 -19 19 -21 21 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-1.8814595364347042e-05 -1.7367852333498896e-05 4.8815912280340198e-05 2.0611718968211792e-05 -4.3334886828708242e-05 -4.8794709194529184e-06 -2.124830386740293e-05 3.8987266913365253e-06 1.6056242904077017e-05 -2.664674277758949e-06 -7.1513676630274862e-06 -2.8644244066526882e-05 3.0791840599704302e-05 1.8405421384238213e-05 2.8083693609914918e-05 -5.2584306104108696e-06 -2.369322854417166e-05 -1.2867764257862292e-05 3.1468912320200442e-05 -2.5239866947401882e-05 1.4404489847947845e-05 5.0990080979133946e-05 1.0767616644939567e-05 1.9535728366511315e-05 -2.8013715604844808e-05 2.527104654291179e-05 -5.2454569054834093e-05 1.5789145298436654e-05 1.8762797198609122e-05 1.1681568800005323e-05 -5.3319135868520638e-07
leaf_weight=20 28 22 25 23 30 22 31 21 38 28 20 20 23 20 20 31 38 21 32 20 21 33 38 38 20 26 29 38 59 2286
leaf_count=20 28 22 25 23 30 22 31 21 38 28 20 20 23 20 20 31 38 21 32 20 21 33 38 38 20 26 29 38 59 2286
internal_value=0 8.74705e-06 -2.33064e-07 -6.22556e-06 2.23002e-07 -1.78017e-06 -6.19389e-06 7.39235e-07 -1.41954e-06 1.27737e-06 -4.92674e-06 8.87205e-06 4.37424e-06 4.09598e-08 1.14126e-05 -1.23847e-07 -3.16087e-07 1.00875e-05 -4.54782e-08 -9.99204e-06 1.51483e-07 8.492e-06 3.04292e-07 -9.98859e-06 -2.82918e-07 -1.86608e-05 6.21362e-08 -1.2625e-07 7.69297e-08 -2.25869e-07
internal_weight=0 81 3040 215 2825 192 59 170 149 129 71 58 51 2800 40 2760 2709 51 2678 52 2626 130 109 71 2496 46 2450 2421 2383 2345
internal_count=3121 81 3040 215 2825 192 59 170 149 129 71 58 51 2800 40 2760 2709 51 2678 52 2626 130 109 71 2496 46 2450 2421 2383 2345
is_linear=0
shrinkage=0.1


Tree=4804
num_leaves=31
num_cat=0
split_feature=402 401 132 1185 394 50 12 132 16 4 483 12 150 151 402 133 129 43 12 15 1 457 43 42 133 133 13 13 16 13
split_gain=5.67152e-07 9.02198e-07 5.36371e-07 2.10051e-06 1.3533e-06 7.41288e-07 5.63927e-07 8.50479e-07 5.28788e-07 2.4332e-06 1.43495e-06 3.03417e-06 3.46154e-06 1.46342e-06 1.61509e-06 1.86235e-06 1.36899e-06 1.03533e-06 1.88783e-06 1.8914e-06 1.50269e-06 1.39985e-06 1.20919e-06 2.36771e-06 1.87511e-06 9.65801e-07 2.46562e-06 6.64783e-06 4.68739e-06 2.67412e-06
threshold=0.31278000000000006 0.13699500000000003 -0.083174999999999985 -0.083264999999999992 0.013605000000000001 0.09227500000000001 0.10911500000000002 -0.2661949999999999 -0.15241499999999997 -0.064804999999999988 0.098395000000000024 0.12757000000000002 0.12068000000000002 0.057610000000000008 0.089220000000000008 -0.023589999999999996 -0.082304999999999975 -0.088909999999999989 0.087005000000000013 -0.045854999999999993 0.11181500000000001 0.085360000000000005 -0.074974999999999986 0.08733500000000001 0.087495000000000003 -0.023589999999999996 -0.088069999999999996 -0.089109999999999981 -0.082039999999999988 -0.092534999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 9 -5 11 12 13 14 15 -11 -10 20 21 -20 -17 22 24 -24 -19 -18 27 29 -29 -27
right_child=-2 -3 3 8 -6 -7 -8 -9 16 10 -12 -13 -14 -15 -16 17 25 18 19 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-2.122946999796633e-05 1.6378501286020592e-05 -2.0289648951306434e-05 3.1907144200106687e-05 -3.0944981719961828e-05 -2.8885951286654398e-05 -1.7561060020751837e-05 1.119384106041744e-05 7.1614167363559075e-07 2.5605797170349184e-05 2.2048741649652241e-05 2.3848143841446884e-05 -3.6882246930266169e-05 2.9768211128872025e-05 -2.3577212920145031e-05 -2.2937743127723451e-05 -3.5236959619006876e-05 -3.7691068387175619e-06 2.9307722272480735e-05 3.1587974619371282e-06 4.1327968870064072e-05 2.161018271222433e-06 -2.9346970586630052e-05 8.0258475711823185e-07 -3.6395919563471003e-05 -1.053442810232463e-05 8.8563344126897983e-06 1.9165094202370139e-07 8.0745657725769682e-05 1.3101088420626185e-05 -2.2567125062888603e-05
leaf_weight=21 21 22 21 29 21 27 37 111 22 37 22 24 35 32 31 21 425 27 37 20 22 20 77 22 21 151 1691 21 20 33
leaf_count=21 21 22 21 29 21 27 37 111 22 37 22 24 35 32 31 21 425 27 37 20 22 20 77 22 21 151 1691 21 20 33
internal_value=0 -1.10953e-07 3.32745e-08 3.96829e-07 -4.75995e-06 -2.17502e-06 2.83106e-07 -2.77521e-06 1.6383e-07 -2.87324e-06 -1.05609e-06 -2.34223e-06 -2.80134e-07 -3.14578e-06 -1.19412e-06 1.02316e-06 7.76898e-07 -1.8905e-06 8.37812e-07 1.65515e-05 -1.61031e-05 -4.52554e-06 -1.14847e-06 -7.46375e-06 1.18768e-05 5.43564e-07 1.50018e-06 1.13345e-05 4.77483e-05 3.22061e-06
internal_weight=0 3100 3078 2861 217 196 169 132 2840 477 448 426 402 367 335 304 2363 267 224 57 43 167 147 99 48 2341 1916 225 41 184
internal_count=3121 3100 3078 2861 217 196 169 132 2840 477 448 426 402 367 335 304 2363 267 224 57 43 167 147 99 48 2341 1916 225 41 184
is_linear=0
shrinkage=0.1


Tree=4805
num_leaves=31
num_cat=0
split_feature=1211 50 1185 1211 399 130 40 130 42 12 12 403 12 4 12 3 0 12 52 12 4 402 52 15 133 43 3 1208 402 128
split_gain=5.36671e-07 3.9226e-06 7.8254e-07 6.14566e-07 4.96992e-07 1.83676e-06 4.98805e-07 1.69981e-06 1.16848e-06 5.63449e-07 4.57991e-06 3.8138e-06 2.09294e-06 2.21345e-06 1.92972e-06 2.87631e-06 3.6457e-06 1.97324e-06 1.79542e-06 1.5197e-06 1.88713e-06 1.03147e-06 1.17658e-06 2.6222e-06 1.07351e-06 1.53486e-06 9.74455e-07 9.09709e-07 9.69293e-07 1.10636e-06
threshold=0.11048500000000001 0.096900000000000014 -0.089384999999999978 0.11986000000000001 -0.065739999999999979 0.084685000000000024 -0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.096830000000000013 0.096475000000000019 -0.44023999999999991 0.097825000000000009 -0.03898999999999999 0.10061500000000002 -0.10217499999999997 -0.073574999999999988 0.10149500000000002 -0.53299999999999992 0.095780000000000018 -0.040589999999999994 0.024785000000000005 0.10263500000000002 0.101845 -0.37971999999999995 0.016310000000000002 -0.073309999999999986 0.10233500000000001 0.23460000000000003 0.090375000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -4 -6 -8 9 10 19 -11 13 -13 15 -14 -17 -16 -19 27 -21 22 24 26 -20 -26 -24 28 29 -9
right_child=1 -3 4 -5 6 -7 7 8 -10 11 -12 12 14 -15 17 16 -18 18 21 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.7162652996679149e-05 4.9761256001335731e-06 4.4071339090640487e-05 -1.1474369057395962e-05 -1.5438940014670758e-05 1.5506697664022795e-05 2.6366825894566039e-05 -2.939324358976592e-05 7.1100884966572858e-07 2.1833719286708705e-05 -3.680970254436034e-05 4.3762853397311123e-05 4.3135629814406417e-05 6.9385240153521947e-06 -3.3482512299087831e-06 2.705689094727859e-05 -3.8708526765483178e-06 -6.0228478620653425e-05 -3.112966274329665e-05 -1.4418801401916426e-05 -3.2317033630135937e-05 4.777897053524309e-06 1.54396883833731e-05 -1.7509550903014316e-05 -4.3017824351582457e-05 5.0525662917889671e-07 2.6591270982732696e-05 1.1391096245461086e-05 1.7551847777212969e-05 -1.8467254851982167e-05 -1.0312384053433658e-05
leaf_weight=27 29 22 23 30 20 29 20 2188 24 32 24 21 29 20 25 22 24 20 33 32 24 37 20 21 116 28 28 30 28 95
leaf_count=27 29 22 23 30 20 29 20 2188 24 32 24 21 29 20 25 22 24 20 33 32 24 37 20 21 116 28 28 30 28 95
internal_value=0 8.03344e-06 -2.14044e-07 -5.40442e-06 -6.21648e-08 9.62937e-06 -2.32364e-07 -3.39396e-07 -1.40465e-07 -3.22509e-07 2.95876e-07 -3.4677e-06 -1.06467e-06 2.04606e-05 -3.25458e-06 -1.77257e-05 -3.32748e-05 5.43529e-08 -2.17358e-06 -1.39338e-07 -1.64192e-05 -1.27213e-07 -2.46858e-06 -1.35451e-05 1.84941e-06 5.57754e-06 -6.5084e-07 2.501e-07 2.54988e-08 2.52304e-07
internal_weight=0 81 3040 59 3013 52 2961 2941 2921 2897 2421 476 444 41 403 75 46 328 303 2397 56 283 246 69 177 144 48 2341 2311 2283
internal_count=3121 81 3040 59 3013 52 2961 2941 2921 2897 2421 476 444 41 403 75 46 328 303 2397 56 283 246 69 177 144 48 2341 2311 2283
is_linear=0
shrinkage=0.1


Tree=4806
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 402 402 1213 13 2 402 2 1210 403 403 1209 1209 401 1210 42 3 1209 12 1204 16 16 51 43 48 0 483
split_gain=5.29149e-07 1.35081e-05 8.18044e-06 2.89656e-06 5.19431e-07 7.94513e-07 6.22959e-07 2.73612e-06 2.73099e-06 5.80447e-07 2.92311e-06 1.23052e-06 6.20867e-07 6.80202e-07 7.47401e-07 1.28455e-06 1.6963e-06 8.96224e-07 5.85584e-06 5.70531e-06 1.79216e-06 1.13116e-06 7.60632e-07 5.3678e-07 2.93195e-06 4.00151e-06 2.70366e-06 2.57821e-06 2.95834e-06 2.13343e-06
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.31278000000000006 0.13775000000000001 0.12389500000000002 -0.084319999999999992 0.086000000000000007 -0.45015499999999992 0.093840000000000021 0.24726500000000004 -0.55276999999999987 -0.54631999999999992 -0.085894999999999985 -0.067109999999999989 -0.099524999999999988 -0.0061249999999999994 0.087075000000000014 -0.082404999999999992 0.091830000000000009 0.089085000000000011 -0.016569999999999994 -0.14771999999999999 -0.095094999999999985 0.10736500000000002 -0.08231999999999999 0.087555000000000008 -0.092089999999999991 0.098395000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 9 -8 -9 10 -4 12 -11 -14 -15 -16 -17 18 19 21 22 -18 -19 29 25 26 -25 28 -28 -24
right_child=2 -3 4 -5 -6 -7 7 8 -10 11 -12 -13 13 14 15 16 17 20 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=3.302230985789059e-07 -6.1104636552045127e-05 7.7240090467967101e-05 7.8674857671584885e-06 -3.9830190153224983e-05 1.5776209294840339e-05 -1.4567404350846364e-05 4.0964675990835536e-05 -2.8165996551858069e-05 1.4120481677353035e-05 -1.544918113023204e-05 -3.9584563083259306e-05 2.315818757937371e-05 1.8451579344400673e-05 -1.4369806452426324e-05 2.1066748126157047e-05 -2.5510871049706256e-05 1.9107188770497237e-06 1.6737832198419641e-05 4.8369489169480019e-05 -4.5484148525550461e-05 -2.6865439280300053e-05 3.2049676947281113e-05 -4.6858435690028961e-06 5.5237335626164474e-05 -5.6819178160747483e-07 -1.4977303682236517e-05 -9.7472670859133359e-06 4.6756845889224982e-05 2.9861051343411393e-05 2.5910374218559204e-05
leaf_weight=176 22 23 34 20 21 37 20 24 42 26 21 23 20 36 29 26 33 27 28 24 25 20 452 21 1732 37 44 21 33 24
leaf_count=176 22 23 34 20 21 37 20 24 42 26 21 23 20 36 29 26 33 27 28 24 25 20 452 21 1732 37 44 21 33 24
internal_value=0 4.7399e-06 -3.57693e-07 -3.76778e-06 1.06346e-07 -8.75247e-09 1.8213e-07 8.56244e-06 -1.25642e-06 -8.12862e-08 -1.02506e-05 1.27334e-07 -7.19549e-08 7.99478e-08 -6.07232e-08 1.39248e-07 -9.90309e-08 1.63051e-07 9.20737e-06 -5.03341e-06 -2.30018e-07 1.32839e-05 4.84791e-08 -1.42135e-07 6.14483e-07 1.37452e-05 2.26757e-05 1.56983e-05 7.22773e-06 -3.14318e-06
internal_weight=0 219 2902 196 2880 2859 2822 86 66 2736 55 2681 2658 2632 2612 2576 2547 2521 105 77 2416 53 2391 2364 1888 156 119 98 77 476
internal_count=3121 219 2902 196 2880 2859 2822 86 66 2736 55 2681 2658 2632 2612 2576 2547 2521 105 77 2416 53 2391 2364 1888 156 119 98 77 476
is_linear=0
shrinkage=0.1


Tree=4807
num_leaves=31
num_cat=0
split_feature=151 151 142 11 150 447 45 1429 156 1429 104 150 0 150 34 1 9 2 39 13 52 52 51 0 13 2 13 48 2 456
split_gain=4.76927e-07 6.28116e-07 1.61752e-06 1.24362e-06 8.49684e-07 2.08626e-06 5.65326e-07 9.1236e-07 1.6617e-06 8.00552e-07 7.65365e-07 5.06242e-07 2.69792e-06 1.16285e-06 7.41447e-07 3.09106e-06 2.27241e-06 1.55834e-06 4.69366e-06 8.15985e-07 2.29778e-06 3.36411e-06 2.37364e-06 2.75539e-06 1.41497e-06 3.50406e-06 1.48014e-06 1.36347e-06 1.25831e-06 1.0233e-06
threshold=0.29373000000000005 0.13340000000000005 -0.057499999999999989 -0.014494999999999999 0.12640500000000002 0.094005000000000019 0.084355000000000013 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.086600000000000024 0.10980500000000001 -0.085669999999999982 0.10635000000000001 -0.057544999999999992 0.10612500000000001 0.091600000000000015 -1.0000000180025095e-35 0.085530000000000009 -0.13710499999999998 0.11434500000000002 0.048770000000000008 -0.066639999999999991 -0.14001499999999997 -0.10278499999999999 0.087955000000000019 -0.097984999999999989 0.016865000000000002 0.11474000000000002 0.10258000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 9 -9 11 13 -13 14 15 -11 17 18 -16 20 21 22 -19 28 25 -21 -26 -25 -24 -28
right_child=-2 -3 3 4 -6 -7 -8 8 -10 10 -12 12 -14 -15 16 -17 -18 19 -20 24 -22 -23 23 27 26 -27 29 -29 -30 -31
leaf_value=2.6439111531109793e-05 1.4346835577389751e-05 -1.6221323623237064e-05 -2.3869613646225347e-05 -2.1503605780708311e-05 -1.4672802572955008e-05 3.0185057624729109e-05 1.1201600070555948e-05 -1.7097670407955386e-05 2.8653228728217076e-05 4.1239762140321545e-05 -1.9126525694446175e-05 -2.5665438897704007e-05 1.4609788170140558e-05 2.089591577495648e-05 5.2662569353179571e-05 -4.0260977338372561e-06 -2.4504942135344641e-05 2.4696224444266011e-05 -1.419665508624998e-05 -1.2330607723924914e-05 2.0312427821206966e-05 -4.7525982668875345e-05 1.8937178562434084e-05 -4.0908828596002421e-05 -2.6452745988708994e-05 4.4901649285431792e-05 4.1343018405923799e-07 -1.0759549507686947e-05 -1.2549302499048117e-05 -2.1760775104797046e-05
leaf_weight=23 23 24 22 20 39 23 44 28 20 22 21 39 29 27 21 48 38 22 21 20 27 22 30 30 21 23 2321 30 22 21
leaf_count=23 23 24 22 20 39 23 44 28 20 22 21 39 29 27 21 48 38 22 21 20 27 22 30 30 21 23 2321 30 22 21
internal_value=0 -1.06502e-07 1.93135e-08 -1.79852e-07 -7.79084e-09 1.83492e-07 -4.90784e-08 -2.18435e-07 -7.17926e-08 -2.71064e-07 -1.0604e-07 3.49024e-08 -8.48924e-06 2.44462e-07 4.08879e-08 1.02003e-05 -2.25564e-07 1.25107e-07 1.9233e-05 -1.84869e-07 -6.62208e-06 -1.12838e-05 -5.33361e-06 -1.12323e-05 3.04744e-07 1.8282e-05 -2.23921e-08 -2.58342e-05 5.61598e-06 2.14601e-07
internal_weight=0 3098 3074 3051 3029 2990 2967 2923 2903 2883 2855 2834 68 2766 2739 70 2669 2631 42 2589 183 156 134 112 2406 43 2363 60 52 2342
internal_count=3121 3098 3074 3051 3029 2990 2967 2923 2903 2883 2855 2834 68 2766 2739 70 2669 2631 42 2589 183 156 134 112 2406 43 2363 60 52 2342
is_linear=0
shrinkage=0.1


Tree=4808
num_leaves=31
num_cat=0
split_feature=9 10 2 11 12 9 158 484 2 16 43 0 12 104 4 13 4 1 47 1 14 158 158 158 3 3 156 49 150 16
split_gain=4.87712e-07 2.29307e-06 3.83e-06 1.4842e-06 8.16551e-07 5.97297e-07 4.87754e-07 2.43338e-06 3.86695e-06 1.93876e-06 3.69867e-06 2.30269e-06 1.35661e-06 7.79195e-07 9.93666e-07 1.23259e-06 7.83453e-07 8.84153e-07 8.36718e-07 8.34287e-07 1.06627e-06 2.45401e-06 8.46526e-07 6.83854e-07 6.12326e-07 2.51776e-06 2.23443e-06 3.32308e-06 3.71108e-06 2.38744e-06
threshold=0.092410000000000006 0.053330000000000009 -0.15339499999999998 -1.0000000180025095e-35 -0.010834999999999999 0.087755000000000014 0.10667500000000002 0.090535000000000018 0.10882500000000002 -0.014754999999999999 -0.011694999999999999 -0.070154999999999981 0.22926500000000002 1.0000000180025095e-35 0.51388000000000011 -0.076599999999999988 0.51164000000000009 0.14804000000000003 0.13975500000000002 0.13927000000000003 -0.31455999999999995 -0.47382999999999992 -0.4686749999999999 -0.45617999999999997 0.11658 0.10732000000000001 0.083635000000000015 -0.043469999999999995 0.11235000000000002 -0.061854999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 12 8 9 10 -8 -11 13 14 16 -16 17 18 19 20 -5 -22 -23 -24 25 -25 27 28 -26 -29
right_child=4 2 -4 5 -6 -7 7 -9 -10 11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 22 23 24 26 -27 -28 29 -30 -31
leaf_value=2.4923122449157139e-05 2.3686868438665483e-05 7.6636003268504282e-06 -5.3482194705013953e-05 2.0137796983127138e-05 -1.3572098638784763e-06 -1.7267881175939693e-05 2.7451247873007864e-05 -3.6164091984987452e-05 3.5324687515640104e-05 -3.7792152595690878e-05 -2.1499860495482451e-05 1.7415320424054071e-06 2.5119749360865997e-05 1.8935238798886448e-05 -2.4582548098156365e-05 6.5376157817809147e-06 1.910496234400357e-05 -1.7520239218729981e-05 1.9764043023232345e-05 -1.6686877825122792e-05 -3.4731095438473859e-05 1.8047119104907057e-05 -1.8171800384152448e-05 3.9019459786372821e-07 -7.7903598321427132e-06 -2.9255267107710726e-05 3.4631842542391196e-05 -2.7893405702276894e-05 5.2398696464349221e-05 1.2359802392735298e-05
leaf_weight=24 23 20 21 27 30 20 33 22 25 34 29 26 22 22 35 20 22 28 22 29 20 27 20 2362 20 29 24 41 21 23
leaf_count=24 23 20 21 27 30 20 33 22 25 34 29 26 22 22 35 20 22 28 22 29 20 27 20 2362 20 29 24 41 21 23
internal_value=0 -1.64295e-07 -2.3655e-05 1.53881e-07 9.51098e-06 -4.40748e-08 7.1405e-08 -5.14646e-06 -5.0436e-07 -7.84638e-06 4.55476e-06 -2.06609e-05 3.84773e-07 1.8987e-07 4.099e-08 -1.32661e-05 3.10563e-07 1.57026e-07 3.42753e-07 1.81093e-07 3.68228e-07 1.61897e-07 4.33755e-07 2.46526e-07 3.92703e-07 3.06302e-08 7.10369e-06 8.11536e-07 2.30382e-05 -1.34274e-05
internal_weight=0 3068 41 3027 53 3003 2983 169 147 122 62 60 2814 2792 2770 55 2715 2693 2665 2643 2614 2587 2567 2540 2520 2391 129 105 41 64
internal_count=3121 3068 41 3027 53 3003 2983 169 147 122 62 60 2814 2792 2770 55 2715 2693 2665 2643 2614 2587 2567 2540 2520 2391 129 105 41 64
is_linear=0
shrinkage=0.1


Tree=4809
num_leaves=31
num_cat=0
split_feature=1208 16 1209 0 403 3 1209 1209 132 1185 1203 1429 2 484 1375 483 13 13 2 16 1429 475 52 1420 52 471 1419 472 13 16
split_gain=4.65388e-07 2.25087e-06 9.91454e-07 5.19735e-06 6.6949e-07 4.60244e-06 6.93374e-07 7.25621e-07 4.78094e-07 2.7739e-06 1.68727e-06 4.85301e-07 2.36124e-06 8.28531e-06 4.45398e-06 1.92636e-06 2.52549e-06 3.55188e-06 1.78237e-06 3.13931e-06 1.94626e-06 1.33755e-06 1.28998e-06 1.06644e-06 1.62045e-06 1.33765e-06 1.08015e-06 1.01213e-06 6.48165e-07 8.29192e-07
threshold=0.10383000000000002 -0.072359999999999994 -0.087714999999999987 -0.082724999999999979 -0.5341999999999999 -0.085784999999999986 -0.079679999999999987 -0.051604999999999991 -0.083174999999999985 -1.0000000180025095e-35 0.089005000000000015 0.032755000000000006 0.087015000000000023 0.085790000000000019 -0.15308499999999997 0.087520000000000014 -0.085964999999999986 -0.087714999999999987 0.090545000000000014 -0.0087049999999999992 0.091465000000000005 -0.07675499999999999 -0.087284999999999988 -0.08341999999999998 -0.56368999999999991 0.091465000000000005 0.082370000000000013 -1.0000000180025095e-35 -0.53104499999999988 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 -6 -8 10 -10 -9 23 13 22 -14 16 17 -16 19 -18 -20 -22 -13 -11 -25 26 27 -26 -29 -30
right_child=1 -3 4 -5 6 -7 7 8 9 11 -12 12 14 -15 15 -17 18 -19 20 -21 21 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-1.847871856928881e-05 -2.4843511710059829e-05 1.5427362561003186e-05 2.5177610490616298e-05 4.7332566221787908e-05 1.706857860881428e-05 -3.5071031123834477e-05 -1.8980582171934657e-05 -1.0698604581212598e-06 3.7600298983306855e-05 2.2120371740248117e-05 -2.7768046165706267e-05 -8.4696903719478073e-06 4.5203200746376147e-05 -6.1727408306718907e-05 1.6343103435128402e-06 2.5503848909076104e-05 -1.65024510351941e-05 -5.3358813950884123e-05 -2.7543117219906755e-05 3.3706701504232835e-05 1.9412362766720787e-05 -1.3693302688135072e-05 2.7016420208383355e-05 -2.2229875505232605e-05 2.1614607786709118e-05 2.427136980334884e-05 -2.2598018988446713e-05 1.5384957288037625e-05 1.1050161040137715e-06 -4.498028902816217e-06
leaf_weight=24 35 23 21 24 24 32 20 192 20 23 27 21 21 28 23 21 20 24 33 33 26 23 20 31 23 24 20 29 1930 306
leaf_count=24 35 23 21 24 24 32 20 192 20 23 27 21 21 28 23 21 20 24 33 33 26 23 20 31 23 24 20 29 1930 306
internal_value=0 -8.87403e-06 1.68027e-07 1.44269e-05 -5.89807e-08 -1.11989e-05 1.4035e-07 2.06624e-09 1.32173e-07 4.96789e-07 -4.36142e-06 2.19793e-07 -3.621e-06 -1.97957e-05 1.36139e-06 -3.17397e-06 -6.48295e-06 -2.64473e-05 4.67591e-07 1.47599e-05 -8.77009e-06 3.87297e-06 8.84061e-06 6.91441e-07 4.82865e-07 7.84793e-07 5.40565e-07 7.42825e-07 5.30882e-07 3.38231e-07
internal_weight=0 58 3063 48 3015 53 2962 2938 2918 2699 219 2679 293 69 224 203 182 47 135 53 82 49 41 2386 2363 2332 2308 2288 2265 2236
internal_count=3121 58 3063 48 3015 53 2962 2938 2918 2699 219 2679 293 69 224 203 182 47 135 53 82 49 41 2386 2363 2332 2308 2288 2265 2236
is_linear=0
shrinkage=0.1


Tree=4810
num_leaves=31
num_cat=0
split_feature=132 1186 132 1203 9 10 133 11 9 9 49 457 15 151 457 16 15 12 12 12 402 484 160 151 2 484 4 129 376 457
split_gain=5.34533e-07 1.19769e-05 7.74768e-06 1.14785e-06 4.43868e-07 1.84811e-06 3.17102e-06 1.2208e-06 8.28708e-07 4.93943e-07 4.72019e-07 4.5769e-07 2.25975e-06 3.9972e-06 9.89702e-07 7.30038e-07 2.32511e-06 8.43901e-06 1.26315e-05 2.8805e-06 2.04891e-06 1.57387e-06 4.26764e-06 1.09325e-06 1.16871e-06 1.12732e-06 1.48133e-06 1.08187e-06 9.48669e-07 9.4657e-07
threshold=-0.083284999999999984 0.0044650000000000011 -0.076764999999999986 0.087075000000000014 0.092410000000000006 0.053330000000000009 0.086695000000000008 -1.0000000180025095e-35 0.10750500000000002 0.087755000000000014 -0.42399999999999993 0.098180000000000003 -0.074054999999999996 -0.10380999999999999 0.091495000000000007 -0.15241499999999997 -0.03241999999999999 0.089300000000000004 0.082480000000000012 0.10149500000000002 0.095140000000000016 0.090535000000000018 -0.15400999999999995 -0.091299999999999978 0.15361500000000003 -0.0042999999999999991 0.24564500000000003 -0.082304999999999975 -1.0000000180025095e-35 0.060310000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 7 -7 -4 -6 10 -9 14 -13 -14 15 16 20 18 -18 -19 21 22 -12 -24 25 -25 -27 -17 -29 -30
right_child=2 -3 4 -5 8 6 -8 9 -10 -11 11 12 13 -15 -16 27 17 19 -20 -21 -22 -23 23 24 -26 26 -28 28 29 -31
leaf_value=-1.4088875638853372e-07 -6.0879551491173825e-05 7.4743573052480576e-05 2.2686049427041632e-05 -2.3072831652825699e-05 2.390163115044495e-05 -4.9654018494038612e-05 5.9834165204804218e-06 1.4414441434580468e-05 -2.4691733371512853e-06 -1.562358629598748e-05 4.5684575824604211e-05 1.2203298610615635e-05 1.4543229133864988e-05 -4.0946179957673475e-05 1.7479708361806291e-05 2.2800794894547752e-05 -5.9728129391649938e-06 4.2632787482857353e-05 -0.00010407485480235274 -9.1454272023838719e-06 -3.0073565551447248e-05 -2.062421683513094e-05 -1.7648022751220397e-05 -1.3017997753195232e-05 -1.8779264682962096e-05 3.4894359755742789e-05 5.9105022513573541e-06 -1.5362736239448831e-05 3.219129120719901e-07 1.0189842083607302e-05
leaf_weight=172 21 22 24 25 22 20 21 23 26 20 24 37 21 34 33 22 35 21 21 22 20 25 27 24 20 21 110 37 2069 102
leaf_count=172 21 22 24 25 22 20 21 23 26 20 24 37 21 34 33 22 35 21 21 22 20 25 27 24 20 21 110 37 2069 102
internal_value=0 4.76395e-06 -3.59512e-07 -3.05103e-06 8.16269e-08 -7.99401e-08 -2.11568e-05 2.2957e-07 9.61745e-06 3.48603e-08 1.48823e-07 2.84157e-08 -6.90479e-06 -1.97593e-05 2.7067e-07 5.22472e-08 -4.0615e-06 -1.71771e-05 -4.27611e-05 1.61416e-05 7.29801e-07 3.18425e-06 5.81793e-06 1.0813e-06 3.97097e-06 6.90648e-06 1.05568e-05 7.34797e-07 5.14937e-07 7.85537e-07
internal_weight=0 219 2902 197 2881 2833 41 2792 48 2768 2748 2725 92 55 2633 2600 370 99 56 43 271 251 226 202 175 155 131 2230 2208 2171
internal_count=3121 219 2902 197 2881 2833 41 2792 48 2768 2748 2725 92 55 2633 2600 370 99 56 43 271 251 226 202 175 155 131 2230 2208 2171
is_linear=0
shrinkage=0.1


Tree=4811
num_leaves=31
num_cat=0
split_feature=394 403 132 1203 1185 50 132 12 403 0 132 132 42 394 1176 3 3 1 42 403 1209 160 3 15 1429 42 12 3 0 42
split_gain=4.47627e-07 1.12136e-06 5.78017e-07 1.17763e-05 7.22629e-06 2.41911e-06 5.48113e-07 4.79712e-07 5.62285e-07 7.20174e-07 1.23034e-06 9.37003e-07 7.71425e-07 4.47466e-07 1.18005e-06 5.22948e-07 2.7093e-06 6.00749e-06 3.2211e-06 2.47444e-06 2.75759e-06 1.78483e-06 2.33316e-06 4.77146e-06 4.26297e-06 4.1447e-06 9.13196e-06 1.62992e-06 2.76043e-06 1.61864e-06
threshold=-0.14580499999999996 -0.014954999999999998 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.050879999999999988 0.11527000000000001 -0.08989999999999998 -0.097024999999999986 -0.43443999999999999 -0.095229999999999995 -0.047899999999999991 -0.09139499999999999 1.0000000180025095e-35 -0.082594999999999988 -0.083344999999999989 0.090840000000000018 0.090545000000000014 -0.5341999999999999 -0.083969999999999989 0.51262000000000008 -0.081459999999999991 0.085550000000000015 0.057970000000000008 0.087405000000000024 0.085355000000000014 -0.084319999999999992 -0.086554999999999979 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 7 -6 8 -2 -10 -11 12 -12 -8 15 16 27 18 29 -17 -21 22 23 24 25 26 -22 -15 -29 -18
right_child=2 -3 4 -5 6 -7 13 -9 9 10 11 -13 -14 14 -16 19 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.4740179757524557e-05 1.383270199377356e-05 6.5158695427023551e-06 -5.7312864241380754e-05 7.270549750778035e-05 1.6316257166354697e-05 -3.6036542187503077e-05 1.2248568682480255e-05 1.4920943779846616e-05 1.2031168001197766e-05 -2.9086433642078191e-05 2.0801877351252852e-05 -1.5217342731756941e-05 -5.1225233846707855e-06 1.4941228941261275e-06 -2.3098438727877448e-05 -2.688820875644322e-05 3.8950462766522488e-05 -2.657308746579061e-05 6.6105799106437534e-05 2.6986504528597125e-05 -1.7177343583973936e-05 2.8689354489870315e-05 -1.4406035192905936e-07 -4.893865409030696e-05 -4.6348842188308483e-05 -2.2676867552541404e-05 5.9619297265574772e-05 1.0947962275369922e-05 -2.9669185898290546e-05 9.3447768752715409e-07
leaf_weight=24 21 22 22 23 21 20 30 21 23 21 22 31 24 933 22 36 21 22 21 36 32 20 1442 30 20 36 30 27 44 24
leaf_count=24 21 22 22 23 21 20 30 21 23 21 22 31 24 933 22 36 21 22 21 36 32 20 1442 30 20 36 30 27 44 24
internal_value=0 -9.79163e-06 1.4647e-07 5.26304e-06 -2.2091e-07 -3.21333e-06 2.20264e-07 8.14058e-07 -1.27217e-06 -3.89368e-06 -7.63114e-06 -1.7797e-06 7.2761e-06 1.00655e-07 -2.96875e-08 1.53266e-07 1.8573e-06 1.86818e-05 3.37668e-05 -9.53037e-07 -3.85804e-07 -9.97856e-07 -1.37128e-06 -1.33284e-05 -4.27492e-06 4.3116e-06 1.99823e-05 3.82637e-07 -1.42232e-05 1.86753e-05
internal_weight=0 46 3075 206 2869 183 2847 163 142 121 98 77 46 2826 2796 2774 1092 88 66 1682 1646 1610 1590 148 118 98 62 1004 71 45
internal_count=3121 46 3075 206 2869 183 2847 163 142 121 98 77 46 2826 2796 2774 1092 88 66 1682 1646 1610 1590 148 118 98 62 1004 71 45
is_linear=0
shrinkage=0.1


Tree=4812
num_leaves=31
num_cat=0
split_feature=132 1185 1203 132 132 3 52 130 1213 1365 45 11 33 9 16 151 148 447 483 0 1456 484 158 158 158 3 4 158 482 482
split_gain=4.76254e-07 3.21562e-06 2.13439e-06 4.40429e-07 1.37594e-06 1.01649e-06 5.59553e-07 6.32201e-07 6.14278e-07 4.21308e-07 4.98733e-07 2.54954e-06 1.32875e-06 6.58641e-07 9.70114e-07 4.42426e-07 7.05999e-07 1.24173e-06 5.73221e-07 2.68913e-06 2.94319e-06 1.04833e-06 6.94582e-07 1.31474e-06 6.19482e-07 2.24757e-06 1.988e-06 3.42345e-06 1.43226e-06 2.59879e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.41127499999999995 -0.44750499999999993 -0.042499999999999989 0.087435000000000013 0.08610000000000001 0.085435000000000025 0.088010000000000019 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.09055500000000001 -0.40995499999999996 -0.54279999999999984 -0.10069499999999999 0.094580000000000011 -0.22060499999999997 -0.082284999999999983 0.084415000000000004 0.50165500000000007 -0.4686749999999999 -0.25150999999999996 0.10737500000000001 -0.049509999999999992 -0.081609999999999988 0.11174500000000002 0.098105000000000012 0.089605000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 -5 10 11 -3 -13 15 -15 -14 -17 18 19 -18 -21 22 -20 -24 28 26 -26 -28 29 -25
right_child=1 9 -4 5 -6 -7 -8 -9 -10 -11 -12 12 13 14 -16 16 17 -19 21 20 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-5.3786101970592212e-06 3.9330988203714487e-05 3.1256259577415993e-05 -3.0814882480896179e-05 5.8703143450485022e-06 2.7676824174704961e-05 -2.464074421368423e-05 -1.0550797646460156e-05 1.68137627514187e-05 -1.5881926196925635e-05 1.1845994163953342e-05 -1.144638263332653e-05 -2.3632075135537891e-05 -1.20901852618948e-05 -7.5422914709759373e-07 2.7093269198468824e-05 1.5179632537183354e-05 -1.387806385151414e-05 -2.2890440520010694e-05 1.3145922229085e-05 4.3402998901377753e-05 -6.4616643157933147e-06 -1.9905577594019834e-05 -1.9833005407075261e-05 4.3903498223081373e-07 -2.3084606355210042e-05 -3.5946148438432083e-05 4.0151031514498126e-05 -8.0510965478713006e-06 2.0110059638985454e-05 -2.6279759665182637e-05
leaf_weight=34 21 26 27 37 20 20 37 27 20 30 38 24 31 29 22 30 33 24 39 29 20 27 34 2256 27 22 23 41 36 37
leaf_count=34 21 26 27 37 20 20 37 27 20 30 38 24 31 29 22 30 33 24 39 29 20 27 34 2256 27 22 23 41 36 37
internal_value=0 3.41846e-07 -4.46395e-06 -8.15364e-07 6.86414e-06 -3.75645e-06 -3.04503e-07 4.20875e-06 -1.76205e-06 5.73527e-08 -6.68254e-08 8.70618e-08 -2.0403e-07 -3.07685e-10 1.12584e-05 -2.12266e-07 -7.47695e-08 -2.47591e-07 -4.04921e-08 8.18875e-06 2.30501e-05 -3.05952e-07 -9.5538e-08 -3.04107e-07 -3.22059e-08 -7.26302e-06 -3.28633e-07 9.27154e-06 3.18623e-07 7.89874e-09
internal_weight=0 2899 222 195 54 141 121 84 57 2878 2848 2810 2784 2760 51 2709 2678 2648 2624 82 49 2542 2515 2476 2442 113 91 64 2329 2293
internal_count=3121 2899 222 195 54 141 121 84 57 2878 2848 2810 2784 2760 51 2709 2678 2648 2624 82 49 2542 2515 2476 2442 113 91 64 2329 2293
is_linear=0
shrinkage=0.1


Tree=4813
num_leaves=31
num_cat=0
split_feature=11 33 132 50 394 1203 133 1176 394 129 4 3 3 52 0 394 42 12 398 12 4 9 33 9 15 15 42 15 2 42
split_gain=4.93894e-07 4.48589e-07 4.52095e-07 1.25283e-05 6.94613e-06 2.98145e-06 4.90649e-07 4.77232e-07 6.3971e-07 5.47312e-07 1.81539e-06 1.40197e-06 2.57493e-06 1.82351e-06 1.14809e-06 1.24285e-06 1.13471e-06 1.11396e-06 9.2967e-07 7.0834e-07 1.37632e-06 7.82158e-07 7.63866e-07 2.91469e-06 6.96694e-07 5.20072e-06 1.52307e-05 4.59995e-06 1.08963e-05 2.32912e-05
threshold=-0.072629999999999986 -0.044254999999999996 -0.083284999999999984 0.10450500000000001 0.12358500000000001 0.089480000000000018 0.55672500000000014 0.086510000000000017 -0.096774999999999986 0.084115000000000009 -0.086849999999999997 -0.090164999999999981 -0.094874999999999987 0.086040000000000019 -0.075684999999999988 -0.079424999999999982 -0.089234999999999995 0.085785000000000014 0.087820000000000023 0.23631000000000002 0.63113500000000011 0.091600000000000015 0.085305000000000006 0.081890000000000004 0.087575000000000014 0.088495000000000018 0.085730000000000015 0.085730000000000015 0.083715000000000026 0.086325000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 -3 7 8 -4 18 17 12 -12 14 15 -13 -17 -11 19 20 21 22 23 24 27 26 -26 -10 -29 -30
right_child=1 2 4 -5 -6 -7 -8 -9 9 10 11 13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-1.5284140090443543e-05 1.4669489298414971e-05 8.9207654787568272e-07 -1.243559619676186e-05 7.9829139305473973e-05 -5.9057401176687567e-05 -3.9817716251491225e-05 1.1682612289910645e-05 1.3974336542332822e-05 -8.7922261408095119e-08 4.0751575870672244e-05 6.26767196301385e-06 1.4717085141455757e-05 -3.7361540201648798e-05 2.8346449966945864e-05 2.0714184156531704e-05 -2.8758970401449244e-05 1.1250987711264317e-06 7.3754739241849173e-06 -2.1886956756134171e-05 -1.8529610243993895e-05 2.4262397346319631e-05 -1.454948801198809e-05 -1.6816498231896227e-05 3.7189493984139217e-05 -1.3438765540740862e-05 -2.5468193084544096e-07 9.1944989389958212e-05 4.0613852834212592e-05 2.0056461946252255e-06 -0.00012203240445766522
leaf_weight=21 21 179 42 20 20 20 36 24 1679 20 31 20 24 29 20 27 24 20 20 21 23 38 27 21 32 553 24 20 41 24
leaf_count=21 21 179 42 20 20 20 36 24 1679 20 31 20 24 29 20 27 24 20 20 21 23 38 27 21 32 553 24 20 41 24
internal_value=0 1.03537e-07 4.19187e-09 4.38315e-06 -3.3112e-07 -3.19936e-06 8.24453e-08 -6.6487e-08 -1.87703e-07 1.75873e-10 4.84346e-06 4.50306e-07 -1.27705e-05 6.50986e-06 -4.4906e-07 -6.41054e-06 -1.46959e-05 2.40635e-05 -4.1255e-07 -2.4096e-07 -8.62216e-08 -3.13964e-07 -9.05232e-08 9.81157e-08 -2.30127e-07 2.68604e-06 3.17257e-05 -1.2369e-06 -2.39326e-05 -4.3793e-05
internal_weight=0 3100 3079 219 2860 199 2840 2804 2780 2738 215 175 55 120 91 71 51 40 2523 2503 2482 2459 2421 2394 2373 609 56 1764 85 65
internal_count=3121 3100 3079 219 2860 199 2840 2804 2780 2738 215 175 55 120 91 71 51 40 2523 2503 2482 2459 2421 2394 2373 609 56 1764 85 65
is_linear=0
shrinkage=0.1


Tree=4814
num_leaves=31
num_cat=0
split_feature=132 394 1203 11 45 16 1426 157 47 0 0 0 47 0 0 1210 475 15 475 481 484 3 484 475 456 1453 3 13 13 13
split_gain=4.62013e-07 2.92881e-06 1.32642e-06 4.0447e-07 4.5606e-07 5.81878e-07 5.75027e-07 1.86473e-06 5.33535e-07 3.25189e-06 1.16778e-05 4.56709e-06 2.95661e-06 6.487e-07 6.1378e-06 4.77465e-06 1.89084e-06 3.65086e-06 3.58982e-06 1.79294e-06 8.82233e-06 8.68384e-06 7.91657e-06 1.88967e-06 1.96115e-06 3.0088e-06 1.83384e-06 1.44115e-06 5.26499e-06 2.57307e-06
threshold=-0.083174999999999985 0.11233000000000001 0.089005000000000015 -0.072629999999999986 0.084355000000000013 -0.074319999999999983 -0.061919999999999996 -0.0048549999999999991 0.092165000000000011 -0.10224499999999999 -0.11991499999999998 -0.095504999999999993 0.089640000000000011 -0.083804999999999977 -0.084044999999999995 -0.41266499999999995 -0.086279999999999982 -0.015039999999999998 -0.085684999999999997 -0.081614999999999979 -0.081614999999999979 -0.085709999999999995 0.062030000000000009 -0.08466499999999999 0.088285000000000016 -0.077984999999999985 -0.034684999999999994 -0.089109999999999981 -0.087934999999999985 -0.090639999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 6 -6 7 -5 12 10 -10 -11 13 14 16 -15 17 -8 -18 20 21 -20 -22 -21 25 -25 -26 29 -29 -27
right_child=1 -3 -4 4 5 -7 8 -9 9 11 -12 -13 -14 15 -16 -17 18 -19 19 23 22 -23 -24 24 26 27 -28 28 -30 -31
leaf_value=-1.5204400677085245e-06 -1.3755728161326953e-05 3.8472028663818498e-05 -2.5169749534581099e-05 8.0992328607694461e-06 -1.9184935643517583e-06 2.0380418456625194e-05 -5.0997108389440523e-05 -2.9422040384256083e-05 3.1090919329248858e-06 4.5617164247150047e-05 -8.5005619811930787e-05 -2.6495632453639298e-06 3.8965610820014269e-05 4.9185066650568925e-05 -5.1408418460141551e-05 1.1145863809919599e-06 4.2530382997938432e-05 4.5967364173891302e-06 -6.6356508459648462e-05 -3.0441707762789025e-05 8.9989300799754268e-05 2.1289694583314346e-05 3.1584920439594757e-06 -3.5960649664048111e-05 4.2286766120014367e-05 -4.0446940825606756e-06 -5.3654286602977663e-07 4.5133503765639572e-05 -4.4894609506932871e-08 -4.1251805939737102e-05
leaf_weight=195 21 20 27 27 22 25 21 26 53 22 21 180 20 21 24 1286 20 27 20 22 21 26 21 25 20 263 20 27 578 20
leaf_count=195 21 20 27 27 22 25 21 26 53 22 21 180 20 21 24 1286 20 27 20 22 21 26 21 25 20 263 20 27 578 20
internal_value=0 3.36694e-07 -4.39671e-06 7.17734e-08 1.73375e-07 9.94263e-06 1.00328e-08 -1.03074e-05 2.08302e-07 -3.96261e-06 -2.18964e-05 2.60721e-06 6.7211e-07 3.61033e-07 -1.3657e-06 1.88695e-06 -3.03783e-07 -1.97256e-05 5.57016e-07 -2.32699e-07 1.34376e-05 -1.68174e-05 4.65739e-05 -1.46653e-06 -7.97636e-07 -1.74715e-06 2.08751e-05 -7.83936e-07 1.97133e-06 -6.67417e-06
internal_weight=0 2899 222 2879 2858 47 2811 53 2758 276 74 202 2482 2462 1155 1307 1131 48 1083 1063 88 46 42 975 953 913 40 888 605 283
internal_count=3121 2899 222 2879 2858 47 2811 53 2758 276 74 202 2482 2462 1155 1307 1131 48 1083 1063 88 46 42 975 953 913 40 888 605 283
is_linear=0
shrinkage=0.1


Tree=4815
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 131 400 16 130 42 156 474 1429 474 154 0 1 447 45 11 33 47 47 9 3 484 484 41 13 147 12
split_gain=4.51359e-07 1.25075e-05 6.59356e-06 2.98472e-06 4.74596e-07 6.72949e-07 6.19413e-07 5.775e-07 8.66577e-07 4.12809e-07 7.36633e-07 5.18416e-07 5.34371e-07 4.90739e-07 5.56769e-07 3.35595e-06 8.21887e-07 7.23847e-07 2.66353e-06 1.28144e-06 9.2446e-07 6.44832e-06 4.4767e-06 8.44074e-06 9.13853e-07 9.21426e-07 9.08472e-07 2.31203e-06 7.03496e-07 7.19807e-07
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.076979999999999979 0.10782000000000001 -0.090764999999999985 -0.014104999999999998 -0.021469999999999996 0.3248100000000001 0.11787500000000002 0.12387000000000002 -0.25711499999999993 0.084190000000000001 -0.24955499999999997 0.10781 0.094580000000000011 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.094160000000000008 0.096850000000000006 0.088235000000000022 -0.13309499999999996 -0.078424999999999981 -0.035214999999999989 0.086565000000000017 -0.13710499999999998 0.092070000000000013 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 -6 -8 -9 10 11 12 -4 14 15 -14 17 18 -16 -20 22 -22 26 -24 -23 -26 28 -28 29 -21
right_child=2 -3 9 -5 5 -7 7 8 -10 -11 -12 -13 13 -15 16 -17 -18 -19 19 20 21 24 23 -25 25 -27 27 -29 -30 -31
leaf_value=1.1366734528905909e-05 -5.4867983234626911e-05 7.4140980501871798e-05 1.5336986430354402e-05 -4.0415965568172399e-05 1.3974366805180988e-05 -1.5710083419529334e-05 -1.7342749210261641e-05 -9.2932449072524088e-06 1.3824204051154027e-05 -1.3257236249679093e-05 1.7283865643548779e-05 -1.600017681312238e-05 3.1113739439000886e-05 -1.3915890842326916e-05 3.2769265380920843e-05 -2.1427078918350164e-05 -1.974319445599533e-05 -1.6174174274291783e-05 -2.3027330697307966e-05 -2.5377614841388263e-06 5.645813366952454e-05 -1.3800474782025655e-05 1.7541174265716109e-05 -6.8869520328007644e-05 2.3892674298622297e-05 1.1022735148132343e-06 -7.7477388344959763e-06 3.6620946783564843e-05 1.3412269610949138e-05 1.1272208164526346e-06
leaf_weight=32 22 23 23 20 29 29 21 34 31 23 25 20 31 25 25 20 21 27 24 881 23 36 20 26 20 157 24 23 38 1368
leaf_count=32 22 23 23 20 29 29 21 34 31 23 25 20 31 25 25 20 21 27 24 881 23 36 20 26 20 157 24 23 38 1368
internal_value=0 4.37765e-06 -3.30357e-07 -3.80886e-06 3.51034e-07 -2.0969e-06 1.33599e-06 -2.92579e-06 1.732e-06 8.62497e-08 1.9367e-07 4.28033e-08 1.56907e-07 3.17217e-08 1.57876e-07 1.05095e-05 -3.67177e-08 1.1701e-07 2.82062e-07 -2.55822e-08 1.85443e-07 6.15521e-06 -4.06517e-07 -3.12997e-05 7.23443e-07 3.67746e-06 2.02345e-07 1.39646e-05 -8.04825e-08 -3.08461e-07
internal_weight=0 219 2902 196 176 144 115 86 65 2880 2857 2832 2812 2789 2764 51 2713 2692 2665 2640 2616 236 2380 46 213 177 2334 47 2287 2249
internal_count=3121 219 2902 196 176 144 115 86 65 2880 2857 2832 2812 2789 2764 51 2713 2692 2665 2640 2616 236 2380 46 213 177 2334 47 2287 2249
is_linear=0
shrinkage=0.1


Tree=4816
num_leaves=31
num_cat=0
split_feature=9 10 2 2 12 33 34 9 45 0 0 43 1 1 1 150 0 4 2 2 1 2 15 43 2 15 2 16 49 15
split_gain=5.59272e-07 1.40546e-06 3.03557e-06 1.19866e-06 8.8005e-07 7.07105e-07 8.90678e-07 7.71577e-07 7.34104e-07 5.67033e-07 3.4778e-06 4.26084e-06 3.23115e-06 2.14869e-05 1.84239e-05 2.55822e-06 3.5167e-06 2.40148e-06 3.24052e-06 7.01147e-06 5.16428e-06 2.21838e-06 2.48434e-06 1.99118e-06 1.50842e-06 1.60026e-06 1.53885e-06 1.38446e-06 2.17995e-06 2.90263e-06
threshold=0.092410000000000006 0.053330000000000009 -0.15339499999999998 -0.090999999999999984 -0.010834999999999999 0.085305000000000006 -0.084769999999999984 -0.036024999999999995 0.094030000000000016 -0.10151999999999999 -0.097274999999999986 -1.0000000180025095e-35 0.092695000000000013 0.096325000000000008 0.089875000000000024 0.09487000000000001 -0.23001499999999997 -0.0063549999999999987 0.10644500000000001 0.11237500000000002 0.10723500000000001 0.11585500000000001 -0.052074999999999989 -0.080554999999999974 0.082850000000000021 0.082685000000000022 0.10584500000000001 -0.105305 0.088030000000000011 0.084840000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 -5 -8 9 12 11 -11 14 -14 15 16 -9 23 20 -20 -19 -21 -23 -15 25 -18 27 28 29 -26
right_child=4 2 -4 5 -6 -7 7 8 -10 10 -12 -13 13 17 -16 -17 24 18 19 21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=2.1049075493701149e-05 2.49016108563924e-05 9.3154004935058766e-06 -4.512074963367057e-05 2.0543919734856383e-05 -1.0980113029290806e-06 -1.7211544422934823e-05 -1.510102804465586e-05 3.6365831136098484e-05 -1.4344780457966927e-05 -4.359827198641142e-06 2.254230728607837e-07 -5.5456760554079661e-05 9.9024762137560167e-05 -3.8801586799371729e-07 -9.0408271005245581e-05 -3.0307512099084092e-05 -3.6244657266593094e-05 -5.7470074231332544e-05 5.7666935513874964e-05 -3.1353191530797633e-05 6.8060859339311717e-06 9.8106445529126733e-06 -2.6670802431757085e-05 3.5045362289695599e-05 5.5552967240638887e-05 3.758593829843449e-06 -1.7796308514069401e-05 -3.6431104434791917e-06 -3.5562648155328431e-06 8.5387523289808025e-06
leaf_weight=27 23 20 21 21 30 24 34 33 35 47 2247 25 25 29 23 21 20 25 21 25 25 84 24 35 24 20 24 49 31 29
leaf_count=27 23 20 21 21 30 24 34 33 35 47 2247 25 25 29 23 21 20 25 21 25 25 84 24 35 24 20 24 49 31 29
internal_value=0 -1.75948e-07 -1.85665e-05 7.31478e-08 1.01848e-05 -1.15636e-07 2.22346e-08 -1.23605e-07 5.07302e-08 2.25312e-07 -4.6779e-07 -2.21018e-05 3.06006e-06 1.03602e-05 -4.74624e-06 3.10327e-06 6.15382e-06 2.0892e-06 -3.21289e-06 3.96864e-06 -2.5332e-05 -4.51004e-06 1.70366e-06 1.89896e-05 1.09292e-06 -1.6243e-05 5.50973e-06 9.71533e-06 1.75077e-05 2.98282e-05
internal_weight=0 3068 41 3027 53 3000 2976 2955 2921 2886 2319 72 567 293 274 251 230 268 204 154 50 133 108 64 197 40 157 133 84 53
internal_count=3121 3068 41 3027 53 3000 2976 2955 2921 2886 2319 72 567 293 274 251 230 268 204 154 50 133 108 64 197 40 157 133 84 53
is_linear=0
shrinkage=0.1


Tree=4817
num_leaves=31
num_cat=0
split_feature=10 0 12 9 11 47 9 47 47 47 1 50 43 484 13 393 391 129 1186 156 2 12 0 156 484 133 42 133 474 49
split_gain=5.24338e-07 2.85647e-06 3.35716e-06 1.17423e-06 6.37854e-07 5.77775e-07 7.93806e-06 6.07643e-06 8.54461e-07 9.74365e-07 7.31794e-07 2.42149e-06 1.96177e-06 6.94201e-07 8.6978e-07 6.42034e-07 5.51535e-07 5.46427e-07 6.22638e-07 5.5151e-07 2.26505e-06 3.7372e-06 3.30825e-06 1.52921e-06 6.83636e-07 3.07204e-06 5.74696e-06 5.2759e-06 3.60638e-06 3.39799e-06
threshold=0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.091905000000000014 -1.0000000180025095e-35 0.094160000000000008 0.037245000000000007 0.096475000000000019 0.091340000000000018 0.089640000000000011 0.099990000000000009 0.13120500000000004 -1.0000000180025095e-35 -0.075319999999999984 -0.083254999999999982 0.12679500000000002 -0.085594999999999991 -0.080669999999999978 -0.087469999999999978 -0.065739999999999979 0.087470000000000006 0.087995000000000004 -0.066089999999999996 -0.0039599999999999991 0.086135000000000017 0.090665000000000009 0.091735000000000025 0.08622500000000001 0.083855000000000013 0.092185000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 8 -7 9 15 12 -12 13 -9 -15 16 -6 -18 -19 20 -20 -22 -23 -21 -25 27 -27 29 -29 -26
right_child=1 2 -4 -5 5 7 -8 10 -10 -11 11 -13 -14 14 -16 -17 17 18 19 23 21 22 -24 24 25 26 -28 28 -30 -31
leaf_value=-1.6641022529770654e-05 3.6122647230513397e-05 1.8460196548447483e-05 -2.9309444408097209e-05 -2.3780176403912873e-05 -1.3324853681561148e-05 5.6092151302913237e-05 -6.3166555919451652e-05 -1.223331948858686e-05 2.0662008137151136e-05 -2.1042832585490859e-05 -9.1663259188295244e-07 2.9951866975264446e-05 -2.6758053179776199e-05 2.3588686195807897e-05 -6.7319661992668346e-07 1.5726420031989199e-05 1.615866781321529e-05 1.1892010784216584e-05 3.4568523962820029e-05 -2.679180956254806e-05 -3.0337948220043084e-05 -6.1187657436299745e-06 4.6748094732720353e-05 -8.6435982235348218e-07 2.2120392763019676e-06 6.8051340640522547e-05 -6.8494464682901575e-06 -6.2798843464406681e-05 -2.7457229953142817e-06 4.6465636114589873e-05
leaf_weight=23 25 31 28 21 31 21 20 25 20 22 141 31 32 22 45 26 21 43 23 22 28 29 20 2139 131 20 21 20 20 20
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internal_value=0 7.79366e-06 -4.21014e-06 -2.15561e-07 -5.14837e-08 7.60003e-08 -4.02203e-07 4.11282e-06 7.042e-08 -8.58136e-08 4.25099e-07 4.64688e-06 -5.43091e-06 1.98722e-06 7.29339e-06 9.05653e-08 -6.65183e-08 9.42203e-08 -3.88055e-08 -2.44592e-07 7.03131e-06 -1.19409e-06 1.54595e-05 -5.48641e-07 -3.05137e-07 4.85081e-06 2.96875e-05 -4.80636e-07 -3.27723e-05 8.07344e-06
internal_weight=0 84 59 3037 3016 2993 2676 317 2656 2636 296 172 124 92 67 2614 2588 2557 2536 2493 100 77 49 2393 2371 232 41 191 40 151
internal_count=3121 84 59 3037 3016 2993 2676 317 2656 2636 296 172 124 92 67 2614 2588 2557 2536 2493 100 77 49 2393 2371 232 41 191 40 151
is_linear=0
shrinkage=0.1


Tree=4818
num_leaves=31
num_cat=0
split_feature=9 10 2 9 9 11 132 1185 1203 158 158 3 484 484 484 104 4 13 374 160 42 123 12 16 123 16 16 4 4 2
split_gain=5.37169e-07 1.2408e-06 2.84441e-06 1.3702e-06 5.63635e-07 5.11813e-07 4.91409e-07 3.33905e-06 1.79764e-06 4.25815e-07 1.23845e-06 1.12238e-06 2.58249e-06 2.51394e-06 1.08331e-06 7.80695e-07 1.13001e-06 9.68826e-07 6.99328e-07 6.5289e-07 6.35577e-07 6.34071e-07 1.52707e-06 1.24899e-06 6.49656e-07 6.85995e-07 2.56043e-06 1.52258e-06 8.06709e-06 6.47206e-06
threshold=0.092890000000000014 0.053330000000000009 -0.15339499999999998 0.087755000000000014 0.10750500000000002 -1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10722000000000002 0.10490000000000001 -0.049509999999999992 0.068975000000000009 0.0069400000000000009 -0.078424999999999981 1.0000000180025095e-35 0.51388000000000011 -0.087529999999999983 0.088235000000000008 0.31396500000000005 0.086555000000000007 0.086445000000000008 -0.092484999999999984 -0.065999999999999989 0.084280000000000008 -0.16075999999999999 -0.23935499999999996 0.056795000000000005 0.053180000000000012 -0.0050599999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -2 -1 8 -8 -7 10 15 12 13 14 19 16 18 -18 21 -11 -16 24 -23 -24 25 26 -9 28 29 -27
right_child=4 2 -4 -5 -6 6 7 9 -10 11 -12 -13 -14 -15 20 -17 17 -19 -20 -21 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-1.4976921090198195e-05 2.13324962032857e-05 8.7863638479272293e-06 -4.3261347049597784e-05 2.438426068376588e-05 8.090029181263302e-08 -1.1590071667747023e-06 4.0081621998632773e-05 -1.0388207777266092e-06 -2.872547018392248e-05 -2.3791389037342017e-05 2.3988184263792146e-05 -2.3545686339174509e-05 3.0988856832707476e-05 -3.840763569141494e-05 -3.2227691008301919e-07 1.8917121286160018e-05 -3.2197882919717816e-05 -1.7875549484746113e-06 1.6586211039828832e-05 -4.6597244363510986e-07 2.488837082637474e-05 -3.2434691329399361e-05 1.2564043344614868e-05 -1.287835175065898e-05 1.3572247778453144e-05 5.7366981550330821e-05 -3.1542125264188085e-05 1.0760916445503217e-05 -6.154020666144788e-05 1.7858702564624839e-07
leaf_weight=23 24 21 21 23 26 191 21 245 27 20 22 27 21 21 20 22 20 22 26 30 20 20 35 43 37 20 31 144 21 1877
leaf_count=23 24 21 21 23 26 191 21 245 27 20 22 27 21 21 20 22 20 22 26 30 20 20 35 43 37 20 31 144 21 1877
internal_value=0 -1.67398e-07 -1.72375e-05 6.92955e-08 1.02817e-05 -1.16747e-07 -2.16988e-09 3.58223e-07 -4.5732e-06 5.42169e-08 3.63166e-07 -4.96863e-06 -1.16878e-06 -7.25266e-06 1.68325e-08 1.60376e-07 -2.01988e-09 -1.62687e-05 2.71369e-07 -9.79614e-06 1.2283e-05 9.98422e-08 -7.78287e-06 -1.46189e-06 4.25108e-07 2.17048e-07 -4.46492e-06 8.43732e-07 9.91674e-08 7.81522e-07
internal_weight=0 3071 42 3029 50 3006 2983 2765 218 2744 2585 159 132 111 90 2563 2541 42 2499 50 40 2473 98 78 2375 2338 276 2062 1918 1897
internal_count=3121 3071 42 3029 50 3006 2983 2765 218 2744 2585 159 132 111 90 2563 2541 42 2499 50 40 2473 98 78 2375 2338 276 2062 1918 1897
is_linear=0
shrinkage=0.1


Tree=4819
num_leaves=31
num_cat=0
split_feature=10 0 12 9 47 9 47 1366 1211 50 401 133 1210 133 133 1208 403 1209 132 1203 394 1211 133 46 15 47 2 391 483 482
split_gain=4.56877e-07 2.63304e-06 2.77358e-06 1.05917e-06 4.59606e-07 7.88425e-06 4.8956e-06 7.51837e-07 6.3256e-07 3.03777e-06 9.11098e-07 1.1204e-06 7.49979e-07 1.08061e-06 1.18156e-06 1.50063e-06 1.01125e-06 1.7684e-06 7.51685e-07 2.96295e-06 1.48016e-06 6.84391e-07 6.32954e-07 6.24626e-07 7.00482e-07 4.71177e-06 4.66482e-06 1.4475e-06 1.08161e-06 2.76866e-06
threshold=0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.091905000000000014 0.094160000000000008 0.082870000000000013 0.096475000000000019 -0.082814999999999986 0.11048500000000001 0.096900000000000014 -0.13200999999999999 0.51114000000000004 0.24726500000000004 0.41553500000000004 0.40945500000000007 0.10383000000000002 -0.53960999999999981 -0.089214999999999989 -0.083284999999999984 0.089005000000000015 0.10969000000000002 0.11986000000000001 -0.50375999999999987 1.0000000180025095e-35 -0.10203999999999998 0.089640000000000011 -1.0000000180025095e-35 -0.085594999999999991 0.098395000000000024 0.089925000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 7 -6 -1 10 21 -9 12 13 14 15 16 -12 -18 19 -19 22 -10 -20 24 26 27 -24 -26 29 -28
right_child=1 2 -4 -5 6 -7 -8 8 9 -11 11 -13 -14 -15 -16 -17 17 18 20 -21 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=1.6954752880757531e-05 3.4473571059834288e-05 1.6356170169362282e-05 -2.7063465315027965e-05 -2.2581555828894907e-05 5.0212876989722392e-05 -5.876703134677171e-05 2.4658689316514008e-07 1.496337220152399e-05 7.8661149229576814e-06 4.0263347529451659e-05 1.6049174324949934e-05 -1.7678288479242168e-05 1.7597168492932766e-05 -2.2608135234556607e-05 2.0078434832677369e-05 -2.7860784121003236e-05 -2.3253308432579027e-05 -1.72069764630578e-06 1.4158888394200814e-05 -4.0861205326853617e-05 2.6046607312805881e-05 -1.387223478256298e-05 4.8827630104659135e-05 -1.7823371979375225e-05 -2.6969237778757816e-05 -4.7862558979735088e-05 2.6108090175682719e-06 8.5138076482218943e-08 2.3030811917124083e-05 -3.3334199981519913e-05
leaf_weight=26 25 31 28 21 21 23 296 38 28 22 37 38 23 22 28 20 34 160 31 22 22 30 22 20 20 21 200 1768 20 24
leaf_count=26 25 31 28 21 21 23 296 38 28 22 37 38 23 22 28 20 34 160 31 22 22 30 22 20 20 21 200 1768 20 24
internal_value=0 7.27504e-06 -4.24976e-06 -2.01218e-07 -4.53871e-08 -4.6845e-07 3.55666e-06 3.26211e-08 -1.33407e-07 8.62347e-06 -4.05995e-07 -6.36657e-07 -3.77001e-07 -5.44304e-07 -3.46099e-07 -5.82318e-07 -3.55092e-07 -6.11843e-07 -2.81452e-07 -6.45197e-06 2.41375e-07 -3.37786e-06 -2.56591e-08 -2.3555e-07 -6.60286e-08 -7.70577e-07 4.72543e-06 -2.17484e-07 7.49005e-07 -1.24044e-06
internal_weight=0 84 59 3037 3016 2699 317 2676 2650 80 2570 2532 2494 2471 2449 2421 2401 2364 2330 182 2148 58 2126 2095 2075 1809 266 1788 244 224
internal_count=3121 84 59 3037 3016 2699 317 2676 2650 80 2570 2532 2494 2471 2449 2421 2401 2364 2330 182 2148 58 2126 2095 2075 1809 266 1788 244 224
is_linear=0
shrinkage=0.1


Tree=4820
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 1176 9 10 2 9 12 2 96 2 1 121 0 4 157 12 4 157 471 52 481 481 42 1456 133 403 403
split_gain=5.43857e-07 1.1939e-05 6.85343e-06 2.5128e-06 5.33634e-07 5.49189e-07 1.17974e-06 2.53329e-06 1.52141e-06 5.39885e-07 5.09988e-07 9.33943e-07 6.27556e-07 5.50031e-07 1.60876e-06 6.11906e-07 1.3653e-06 2.78443e-06 1.07003e-06 7.41592e-07 2.81769e-06 2.64442e-06 1.32873e-06 7.48737e-07 1.02654e-06 4.37734e-06 1.17064e-06 5.0894e-06 2.64238e-06 1.21158e-06
threshold=-0.083284999999999984 0.089165000000000008 0.12358500000000001 0.10022000000000002 0.086510000000000017 0.092890000000000014 0.053330000000000009 -0.15339499999999998 0.085355000000000014 -0.015429999999999998 -0.0091949999999999983 0.083725000000000008 -1.0000000180025095e-35 0.16540500000000002 -0.094339999999999993 0.14486500000000005 -0.50940999999999981 -0.0066899999999999989 0.091200000000000017 -0.50052499999999989 -0.00078499999999999989 -0.085064999999999988 -0.56022499999999986 -0.15447499999999997 -0.086484999999999992 0.085730000000000015 0.085755000000000012 0.10622000000000002 -0.55327499999999985 -0.54856499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 8 -8 10 -7 11 -2 -12 14 -14 16 17 -16 -17 20 -18 -21 -23 -24 25 -25 28 -28 -26 -30
right_child=2 -3 -4 -5 -6 9 7 -9 -10 -11 12 -13 13 -15 15 18 19 -19 -20 21 -22 22 23 24 26 -27 27 -29 29 -31
leaf_value=6.238990664542144e-07 -2.3631842409835931e-05 7.2964770610585978e-05 -5.8698705906863324e-05 -3.6781634689759813e-05 1.4891295219380633e-05 -1.3687042883248071e-06 7.6673715219450457e-06 -4.1451413770638676e-05 2.2778761320233602e-05 2.0674362269346603e-05 1.7604911226953847e-05 1.5454911001999042e-06 -2.7868221288718776e-05 1.6345893077414078e-05 4.6668880149182177e-06 -5.8872039873044155e-06 3.244207370604774e-05 -4.1380098743578249e-05 2.2580371498568111e-05 -3.6427662298592625e-05 -1.5017208574942164e-05 2.0998868033833182e-05 -1.4102928166960882e-05 -1.625060641446099e-05 3.4729404641935124e-05 3.8824638021094053e-05 2.9024092457672981e-07 -5.1089800520761257e-05 -2.3450548591923012e-05 1.3655566581851263e-07
leaf_weight=176 26 23 20 20 24 20 21 21 29 25 20 34 21 20 29 23 29 24 31 20 22 30 38 27 22 31 98 24 22 2151
leaf_count=176 26 23 20 20 24 20 21 21 29 25 20 34 21 20 29 23 29 24 31 20 22 30 38 27 22 31 98 24 22 2151
internal_value=0 4.80531e-06 -3.62639e-07 -3.19299e-06 4.21914e-08 -8.25037e-08 -2.57832e-07 -1.6892e-05 -5.70752e-09 1.08774e-05 -2.46681e-07 -9.36469e-06 -4.26989e-08 -1.75288e-07 -3.00354e-07 -7.94742e-08 -3.01086e-07 -1.61846e-05 1.04553e-05 3.37689e-08 1.19694e-05 -2.13377e-07 8.30973e-08 -1.76941e-07 4.58745e-08 1.31862e-05 -2.83058e-07 -9.81731e-06 2.46864e-07 -1.02246e-07
internal_weight=0 219 2902 196 2882 2858 2813 42 2771 45 2742 60 2682 2662 2642 2621 2567 53 54 2514 51 2463 2443 2413 2375 58 2317 122 2195 2173
internal_count=3121 219 2902 196 2882 2858 2813 42 2771 45 2742 60 2682 2662 2642 2621 2567 53 54 2514 51 2463 2443 2413 2375 58 2317 122 2195 2173
is_linear=0
shrinkage=0.1


Tree=4821
num_leaves=31
num_cat=0
split_feature=40 130 42 41 132 50 1185 1203 43 42 15 43 43 0 2 43 52 43 401 401 3 403 15 15 131 15 16 43 1212 401
split_gain=4.52973e-07 1.42008e-06 9.65704e-07 5.27629e-07 5.30867e-07 1.28882e-05 6.18341e-06 2.32389e-06 6.04095e-07 1.31781e-06 8.92928e-07 1.2556e-06 8.60806e-07 2.85118e-06 1.85677e-06 7.91754e-07 2.6716e-06 2.5985e-06 1.62796e-06 1.20168e-06 1.14607e-06 1.03196e-06 7.606e-07 2.38852e-06 2.28038e-06 6.21283e-06 1.52422e-06 2.09338e-06 9.98345e-07 8.78329e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.11457000000000002 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089165000000000008 0.13895500000000002 0.09796500000000001 0.089595000000000022 0.25787500000000008 0.084740000000000024 -0.095504999999999993 0.11177500000000001 0.055925000000000009 0.10744000000000002 0.05259500000000001 -0.41128499999999996 -0.099524999999999988 -0.082094999999999987 -1.0000000180025095e-35 0.11461000000000002 0.11171000000000002 0.08956500000000002 0.11923500000000002 -0.040964999999999994 -0.072534999999999988 0.13592000000000001 0.12006000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -6 -3 12 10 11 -10 15 -14 -15 17 20 18 -8 -20 -17 -22 23 28 25 -24 -27 -28 29 -21
right_child=1 2 -4 -5 6 -7 8 -9 9 -11 -12 -13 13 14 -16 16 -18 -19 19 22 21 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=1.5001169276729343e-05 -2.5413019391800681e-05 6.2038499436312134e-07 2.0065128402772341e-05 -1.4257593364583536e-05 -5.3116316108902208e-05 8.1221253421972508e-05 2.6562101344967704e-05 -3.5473722618917236e-05 2.6467830918942459e-05 2.4422546039204464e-05 -1.483109980864146e-05 -3.1458472399319319e-06 -3.6963768676893477e-05 1.5457161105970095e-05 -2.1594146234011059e-05 1.9183559380681325e-05 4.0566983807366347e-05 -3.6109017237322405e-05 -2.3985601018510007e-05 -2.5418784147011635e-08 7.5715168176906272e-06 -2.2233174859838284e-05 5.1193161085905109e-05 -3.1158361819507266e-05 -1.514436704989445e-05 2.2158286893417511e-05 -3.5144062021572605e-05 4.0161528103940223e-06 2.1623857933913575e-05 -1.5561434417110363e-05
leaf_weight=20 22 165 24 26 22 20 23 20 22 32 26 41 27 38 21 21 21 20 21 2206 21 26 32 25 36 22 20 43 21 37
leaf_count=20 22 165 24 26 22 20 23 20 22 32 26 41 27 38 21 21 21 20 21 2206 21 26 32 25 36 22 20 43 21 37
internal_value=0 -9.67563e-08 8.41329e-08 -7.28373e-08 4.89203e-08 4.96251e-06 -3.07767e-07 -3.28168e-06 1.06861e-07 7.01839e-06 7.60719e-07 7.19544e-06 -2.05073e-07 -1.0048e-05 2.26941e-06 1.21127e-07 9.3899e-06 -2.08051e-07 8.07745e-08 -1.66514e-07 -2.38323e-07 -8.91618e-06 3.83189e-08 -4.17958e-07 6.86457e-06 1.36366e-05 -5.02404e-07 -8.41566e-06 -7.85097e-08 -2.81697e-07
internal_weight=0 3101 3079 3055 3029 205 2824 185 2802 121 89 63 2681 86 59 2595 89 2506 2486 2463 68 47 2442 2289 153 117 85 63 2264 2243
internal_count=3121 3101 3079 3055 3029 205 2824 185 2802 121 89 63 2681 86 59 2595 89 2506 2486 2463 68 47 2442 2289 153 117 85 63 2264 2243
is_linear=0
shrinkage=0.1


Tree=4822
num_leaves=31
num_cat=0
split_feature=130 40 15 482 142 11 147 147 33 34 34 9 9 15 9 0 3 0 1 1375 0 2 457 12 157 2 2 2 2 2
split_gain=5.51269e-07 7.04272e-07 7.00367e-07 1.40602e-06 4.70173e-07 1.35313e-06 6.40462e-07 1.04824e-06 6.2311e-07 9.02149e-07 1.94347e-06 6.55027e-07 9.45221e-07 8.22534e-07 1.01816e-06 1.01834e-06 8.92796e-07 5.81232e-07 1.91568e-06 6.49808e-07 2.22759e-06 2.33884e-06 1.83414e-06 1.26025e-06 3.15557e-06 7.83172e-07 6.47824e-06 4.65984e-06 3.83934e-06 3.64222e-06
threshold=-0.23123999999999997 -0.24290999999999999 -0.5556049999999999 0.087425000000000017 -0.057499999999999989 -0.014494999999999999 0.099730000000000027 0.093875000000000014 -0.018454999999999996 -0.097449999999999981 -0.084564999999999987 0.091600000000000015 0.081890000000000004 -0.46471999999999997 -1.0000000180025095e-35 -0.24955499999999997 0.0022600000000000003 -0.23051499999999997 0.088975000000000012 0.060690000000000008 -0.089269999999999988 0.086950000000000013 -0.10142499999999997 0.088305000000000008 -0.081579999999999986 0.090935000000000016 0.090425000000000019 0.091265000000000013 0.090050000000000005 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 7 8 -7 -10 -11 12 13 16 -15 -16 -12 18 -17 22 21 -21 -19 24 -22 26 28 -27 29 -24
right_child=1 2 4 -5 5 6 -8 -9 9 10 11 -13 -14 14 15 17 -18 19 -20 20 23 -23 25 -25 -26 27 -28 -29 -30 -31
leaf_value=1.5424524546055497e-05 -1.881912169210409e-05 -3.4191435479442593e-06 1.4066639964173943e-05 3.2153583424587852e-05 -2.4995126246225978e-05 1.7512024181769449e-05 1.3967668137837564e-05 -2.0246561741889589e-05 1.9527143878962229e-05 -2.8694700559602401e-05 -1.6787973351028996e-06 -1.481784619500104e-05 2.1699331282434289e-05 1.8760483989949694e-05 1.8563079174782617e-05 9.1120086267437728e-06 -2.7847770205756787e-05 -2.7955981416501648e-05 -3.0441375711234289e-05 4.3312326607310052e-07 9.9884387964266366e-06 4.1737466908043963e-05 -7.1765861069278139e-07 1.8131670058210146e-05 -3.4914061281346349e-05 4.7421749774333547e-05 -4.3590405382726913e-05 9.146112441982268e-07 3.6716878895714655e-05 -4.2687748407929793e-05
leaf_weight=23 20 25 23 20 22 20 32 26 23 24 32 30 20 29 29 24 22 24 25 26 34 29 1344 20 29 22 36 1040 27 21
leaf_count=23 20 25 23 20 22 20 32 26 23 24 32 30 20 29 29 24 22 24 25 26 34 29 1344 20 29 22 36 1040 27 21
internal_value=0 -1.1451e-07 7.0279e-09 1.2391e-05 -1.7671e-07 -2.85546e-07 -1.03615e-07 -2.55943e-07 -7.85515e-08 -1.99449e-07 -3.56606e-07 -1.19053e-07 3.65999e-08 -1.17419e-07 1.2181e-07 -7.61834e-08 -1.23402e-05 -2.76309e-07 -1.10683e-05 -7.69094e-08 6.6042e-06 2.22118e-05 -4.43653e-07 -3.73816e-06 -1.0681e-05 -1.78474e-07 -1.7079e-06 1.87804e-06 -6.24727e-07 -1.36335e-06
internal_weight=0 3098 3078 45 3033 3010 2988 2956 2930 2910 2887 2863 2833 2813 2759 2730 54 2701 49 2652 138 55 2514 83 63 2490 1428 1062 1392 1365
internal_count=3121 3098 3078 45 3033 3010 2988 2956 2930 2910 2887 2863 2833 2813 2759 2730 54 2701 49 2652 138 55 2514 83 63 2490 1428 1062 1392 1365
is_linear=0
shrinkage=0.1


Tree=4823
num_leaves=31
num_cat=0
split_feature=481 2 0 43 403 1209 1209 403 43 43 160 160 43 482 52 42 52 52 1371 1 150 43 403 133 475 13 3 1 12 12
split_gain=4.59895e-07 2.55807e-06 5.78976e-06 2.34864e-06 1.67826e-06 7.05149e-07 9.26403e-07 5.61216e-07 6.10812e-07 1.9366e-06 2.73681e-06 2.94173e-06 2.59884e-06 1.90342e-06 2.51811e-06 9.04715e-06 1.86766e-06 2.37478e-06 1.82168e-06 1.76363e-06 1.20638e-06 2.12885e-06 1.48657e-06 2.01599e-06 1.12876e-06 3.61373e-06 1.06635e-06 1.06138e-06 1.66405e-06 1.75343e-06
threshold=-0.087424999999999989 0.086330000000000004 -0.086554999999999979 -0.074974999999999986 -0.55327499999999985 -0.097919999999999993 -0.087714999999999987 0.55673500000000009 -0.088704999999999992 -0.085739999999999997 -0.077459999999999987 -0.089744999999999978 -0.085254999999999984 0.098465000000000011 0.10347000000000002 0.087745000000000004 0.089575000000000016 0.086965000000000015 0.083235000000000017 0.08801500000000001 0.10375000000000002 -0.09002499999999998 0.07955000000000001 -0.00094999999999999989 -0.086424999999999988 -0.08459499999999999 0.084940000000000015 0.13559000000000002 0.11734000000000001 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6 -7 8 13 10 11 -10 -11 14 16 -16 17 20 24 -12 21 22 27 -24 25 -14 -27 28 29 -8
right_child=4 3 -4 -5 5 6 7 -9 9 12 19 -13 18 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=1.1890948708999834e-05 2.3374028874499227e-05 2.456809478751572e-05 -5.6871704429795506e-05 -1.7364481457413852e-05 -1.6738044669409649e-05 1.8565970498861541e-05 1.0291916108660991e-05 -1.5271522230856741e-05 -7.4119722146702857e-06 3.5847216640831906e-05 -1.6474224250249909e-05 -5.856038351339521e-05 4.6061640304370403e-05 -2.7141139839841343e-05 -7.5675806953013499e-06 6.0744088731360421e-05 -2.3207403080897199e-05 3.5013386782752194e-05 -2.6178719277865004e-05 2.3608378043198693e-05 1.9519493197907597e-05 -2.9889757206547075e-05 -3.8977621235005702e-05 4.8898328631449575e-06 -5.6580697646135147e-07 -5.0307049592187732e-06 2.0662091905944094e-05 -1.4735386617690824e-05 3.3085181981039659e-05 -7.4037117602539399e-06
leaf_weight=24 31 34 25 22 25 27 151 24 23 20 23 22 22 20 47 33 29 22 27 21 33 23 20 22 2123 70 21 27 21 89
leaf_count=24 31 34 25 22 25 27 151 24 23 20 23 22 22 20 47 33 29 22 27 21 33 23 20 22 2123 70 21 27 21 89
internal_value=0 -6.50584e-06 -2.3192e-05 8.09458e-06 2.26497e-07 -1.38959e-08 1.27355e-07 -4.2383e-08 8.32613e-08 -6.06203e-07 -1.50779e-05 -3.24179e-05 -4.20406e-08 3.12872e-06 4.2997e-06 2.0611e-05 1.31365e-06 3.05657e-06 -3.59224e-07 2.65611e-06 1.23519e-06 -4.74102e-07 1.57608e-06 -1.59994e-05 -4.74497e-08 9.69124e-06 8.98402e-07 4.13917e-06 6.09172e-06 3.72979e-06
internal_weight=0 105 49 56 3016 2985 2960 2933 2909 2372 89 45 2283 537 517 80 437 408 2263 44 386 353 330 42 2236 113 91 288 261 240
internal_count=3121 105 49 56 3016 2985 2960 2933 2909 2372 89 45 2283 537 517 80 437 408 2263 44 386 353 330 42 2236 113 91 288 261 240
is_linear=0
shrinkage=0.1


Tree=4824
num_leaves=31
num_cat=0
split_feature=9 9 34 104 16 1 120 1 41 41 12 48 45 48 48 2 2 2 0 48 1455 49 49 42 42 3 47 47 3 13
split_gain=4.31462e-07 1.19461e-06 1.02054e-06 8.59573e-07 5.47736e-07 5.22489e-07 1.59612e-06 1.39391e-06 6.97344e-07 1.08762e-06 1.91438e-06 7.10396e-07 1.72011e-06 8.5075e-07 2.43874e-06 4.13365e-06 2.05174e-06 4.2815e-06 2.33691e-06 1.76541e-06 1.51063e-06 1.59494e-06 1.36068e-06 1.27851e-06 2.56221e-06 1.08716e-06 4.87488e-06 5.29657e-06 3.06527e-06 1.8653e-06
threshold=0.092890000000000014 0.088235000000000022 -0.097449999999999981 0.086600000000000024 -0.40995499999999996 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 0.11457000000000002 0.086565000000000017 0.08486500000000001 0.13400000000000004 0.094030000000000016 0.089670000000000014 0.087555000000000008 0.090310000000000015 0.11411 0.11177500000000001 -0.14723999999999998 0.086425000000000016 0.079300000000000009 0.10440000000000001 -0.048674999999999989 0.088380000000000014 0.085935000000000025 -0.016324999999999996 0.092165000000000011 0.077555000000000013 -0.011549999999999998 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -2 6 7 8 9 11 -11 12 13 14 19 -16 17 18 -15 25 21 23 -18 24 -20 29 27 28 -27 -4
right_child=4 -3 3 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 16 15 -17 22 -19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=2.1020468489041379e-05 3.0806496193565246e-07 -2.109184408793765e-05 -2.2530877506716551e-05 -1.9818456183367579e-05 2.1514226102139911e-05 1.6129495938912442e-05 -2.0451273521428595e-05 2.5846894086931745e-05 -1.6639005931210707e-05 3.3899812614471069e-05 -1.9228710412530097e-06 1.1001228214167572e-05 -2.9595755058835494e-05 -2.9865097959910514e-05 4.8550710467949379e-05 -1.1431023358454696e-05 -5.5930379078615393e-06 4.00143996280942e-05 -6.4025985589649556e-06 -2.5890683103240847e-05 2.4933296526796769e-05 1.8352407102981859e-05 -3.5778575829681357e-05 7.8623398980868698e-06 -4.5819383012712939e-05 4.0324725432583364e-05 -4.1283589663570255e-05 5.8284481328882973e-05 2.3884647466350849e-06 -1.6374669770165512e-07
leaf_weight=23 29 27 38 22 21 20 38 21 25 26 35 56 20 33 27 20 28 23 94 26 20 27 32 38 20 23 21 20 288 1980
leaf_count=23 29 27 38 22 21 20 38 21 25 26 35 56 20 33 27 20 28 23 94 26 20 27 32 38 20 23 21 20 288 1980
internal_value=0 -1.50034e-07 3.5718e-08 -1.24047e-07 9.21465e-06 2.04271e-08 -8.77238e-08 1.75389e-07 -9.23477e-09 1.34373e-07 1.33458e-05 -1.49995e-07 -3.74785e-07 -1.62886e-07 4.67777e-07 2.30266e-05 -5.05403e-06 -1.13921e-06 -5.2191e-06 2.52634e-08 -1.13207e-06 -4.0444e-06 -2.1692e-05 -8.02278e-06 -1.33178e-05 3.09573e-07 5.43773e-06 8.40192e-06 5.19404e-06 -5.84932e-07
internal_weight=0 3071 3044 3021 50 2999 2979 2941 2920 2895 61 2834 2778 2758 2443 47 315 255 232 2396 199 179 60 152 114 2370 352 331 311 2018
internal_count=3121 3071 3044 3021 50 2999 2979 2941 2920 2895 61 2834 2778 2758 2443 47 315 255 232 2396 199 179 60 152 114 2370 352 331 311 2018
is_linear=0
shrinkage=0.1


Tree=4825
num_leaves=31
num_cat=0
split_feature=97 374 120 13 130 16 51 33 9 3 4 45 142 9 2 1 147 147 3 147 447 4 4 471 16 1429 2 0 157 52
split_gain=4.86178e-07 1.02935e-06 7.67913e-07 7.64704e-07 5.4744e-06 4.18704e-06 8.05003e-07 7.45167e-07 7.47923e-07 1.10997e-06 9.47678e-07 6.01477e-07 8.87194e-07 6.55663e-07 6.90498e-07 8.54517e-06 7.43973e-07 8.20389e-07 6.46964e-07 5.58945e-07 7.40803e-07 5.49035e-07 2.03788e-06 1.93769e-06 1.82813e-06 2.76525e-06 3.24647e-06 1.15026e-06 3.0808e-06 3.84735e-06
threshold=-0.086464999999999986 0.08987500000000001 0.090440000000000006 0.24813000000000004 -0.23123999999999997 -0.10850999999999998 -1.0000000180025095e-35 -0.044254999999999996 -0.036024999999999995 -0.0025099999999999996 0.62736500000000006 0.094030000000000016 -1.0000000180025095e-35 0.091600000000000015 -1.0000000180025095e-35 0.094090000000000021 0.099730000000000027 0.093875000000000014 0.31534000000000006 0.090425000000000019 0.086195000000000008 -0.50427999999999995 -0.50052499999999989 -0.04945999999999999 0.22339500000000004 -0.011139999999999999 0.097605000000000011 -0.043914999999999989 -0.04831499999999999 -0.23375999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 -6 9 -9 11 12 -10 14 15 -14 17 18 19 20 21 24 -23 -24 -16 -26 -27 -25 -29 -30
right_child=1 -3 -4 5 7 6 -8 8 10 -11 -12 -13 13 -15 16 -17 -18 -19 -20 -21 -22 22 23 27 25 26 -28 28 29 -31
leaf_value=-1.4178034626392369e-05 5.2483014915196694e-05 1.7952147835842425e-05 -1.9133360070728013e-05 -4.9447279611740679e-05 1.8755879725739805e-05 -1.4789667739023571e-05 8.1686758400272599e-06 2.1920613971815329e-06 2.0048350746616384e-05 -2.5244047914196114e-05 1.719365210988144e-05 -1.3534087842582596e-05 6.1622440480277877e-05 -1.3520313075332524e-05 -2.6859937835510553e-05 -2.4618294924881348e-05 1.8166787661109332e-05 -1.8328207330341685e-05 -1.6137420898303388e-05 1.627505262149498e-05 -1.5998493206003834e-05 3.2155104468074571e-05 -2.9439870029984215e-05 -1.7241913991296277e-07 -2.7330685493541837e-05 4.5063478180617538e-05 -9.9056719880701906e-06 -2.2760299389119611e-05 5.584864179581928e-05 7.6790533854626719e-06
leaf_weight=24 20 32 21 20 21 21 56 30 22 29 32 33 20 36 32 27 22 25 25 21 29 20 22 2275 21 21 22 25 20 97
leaf_count=24 20 32 21 20 21 21 56 30 22 29 32 33 20 36 32 27 22 25 25 21 29 20 22 2275 21 21 22 25 20 97
internal_value=0 1.09868e-07 -7.64133e-08 5.50571e-08 3.42612e-07 -8.68127e-06 1.90731e-06 -1.36603e-08 -1.49297e-07 -1.12935e-05 8.16503e-08 -1.12873e-07 4.63287e-08 -1.13108e-07 6.40801e-08 1.20799e-05 -1.46881e-07 -2.98633e-07 -1.27249e-07 2.63995e-08 -1.05652e-07 7.47361e-08 3.64378e-07 1.03691e-07 -7.34431e-06 2.4135e-06 1.69397e-05 3.72602e-07 9.10446e-06 1.59132e-05
internal_weight=0 3097 3065 3044 2947 97 77 2927 2906 59 2847 2815 2782 2760 2724 47 2677 2655 2630 2605 2584 2555 2459 2439 96 64 43 2417 142 117
internal_count=3121 3097 3065 3044 2947 97 77 2927 2906 59 2847 2815 2782 2760 2724 47 2677 2655 2630 2605 2584 2555 2459 2439 96 64 43 2417 142 117
is_linear=0
shrinkage=0.1


Tree=4826
num_leaves=31
num_cat=0
split_feature=130 12 421 9 12 9 34 34 149 1365 147 148 148 3 3 3 4 0 148 13 13 15 13 2 4 12 402 42 1447 0
split_gain=6.43838e-07 1.25975e-06 4.72426e-07 1.51321e-06 1.75857e-06 1.15544e-06 8.58486e-07 8.43083e-07 7.07178e-07 6.55914e-07 5.16293e-07 2.41193e-06 1.32323e-06 6.15495e-07 4.04779e-06 3.71209e-06 4.81345e-06 1.75609e-06 1.71625e-06 1.72445e-06 4.5943e-06 3.54341e-06 5.77478e-06 2.86926e-06 7.01546e-06 2.7637e-06 2.5787e-06 5.87848e-06 4.14065e-06 1.38546e-06
threshold=-0.23647499999999996 0.23631000000000002 -1.0000000180025095e-35 0.092890000000000014 -0.015429999999999998 0.088235000000000022 -0.097449999999999981 -0.084564999999999987 0.091325000000000003 0.088010000000000019 0.095485000000000014 -0.068554999999999991 -0.098399999999999974 -0.083489999999999995 -0.08323499999999999 -0.084074999999999997 -0.080924999999999983 0.10455500000000001 -0.083779999999999979 -0.086134999999999975 -0.085669999999999982 -0.0088349999999999974 -0.091054999999999983 0.087545000000000026 -0.0083799999999999986 0.083715000000000026 0.10874500000000002 -0.082179999999999989 -0.086219999999999977 0.051010000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 -8 9 10 12 -12 -9 15 -15 18 -17 29 -14 21 -21 23 -23 25 -25 -20 28 -28 -22 -16
right_child=1 -3 3 4 -6 -7 7 8 -10 -11 11 -13 13 14 17 16 -18 -19 19 20 26 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-1.788451699212601e-05 -1.5374233498732792e-05 2.3959631813464843e-05 1.9213707520540758e-05 -1.0839671025072069e-06 4.0349125183638537e-05 -2.1203884045042707e-05 -1.7147772297025295e-05 -2.4559026761297988e-05 -1.3054776405713312e-05 1.6634163481891544e-05 3.38882232220137e-05 -1.4094003272475677e-05 2.834419504283274e-05 -4.1883046939498558e-05 -4.1200322271530299e-07 6.6625043145904784e-05 8.0631137097952888e-07 -2.3029225929563197e-05 2.9715473235979596e-06 -4.7942691959352016e-05 4.5743910432065606e-05 8.8716541638080211e-06 7.1470393606887228e-05 5.8645120516303004e-05 -1.8900057888718689e-05 -4.6051030617293338e-05 9.1386488258229717e-06 -6.1096605857681081e-05 -3.6361441774312921e-07 2.430081317173893e-05
leaf_weight=20 20 22 23 21 20 26 29 22 41 24 22 20 22 24 1659 20 25 34 23 21 20 56 20 20 28 23 26 22 745 23
leaf_count=20 20 22 23 21 20 26 29 22 41 24 22 20 22 24 1659 20 25 34 23 21 20 56 20 20 28 23 26 22 745 23
internal_value=0 1.15357e-07 -5.50143e-08 4.5144e-08 1.91273e-05 -2.1409e-07 -3.16921e-08 -1.80781e-07 -1.34192e-08 1.71022e-07 3.35907e-08 1.10395e-05 -1.29576e-07 6.1619e-08 -1.0993e-06 1.94771e-06 3.00591e-05 -5.28898e-07 7.1475e-07 1.09324e-07 -1.76179e-06 9.28878e-06 2.5345e-05 -3.69284e-06 1.34104e-05 -2.15397e-05 -5.68924e-07 -2.30525e-05 8.41811e-07 -7.40753e-08
internal_weight=0 3101 3079 3059 41 3018 2992 2969 2940 2899 2875 42 2833 2811 1740 1071 45 1716 1026 1004 834 170 76 94 48 46 813 48 765 1682
internal_count=3121 3101 3079 3059 41 3018 2992 2969 2940 2899 2875 42 2833 2811 1740 1071 45 1716 1026 1004 834 170 76 94 48 46 813 48 765 1682
is_linear=0
shrinkage=0.1


Tree=4827
num_leaves=31
num_cat=0
split_feature=130 10 0 130 130 130 13 13 130 1213 2 1186 132 50 132 394 15 2 0 481 16 133 13 403 2 403 403 403 46 1456
split_gain=5.21508e-07 1.23028e-06 2.19317e-06 1.0968e-06 4.92011e-07 1.97303e-06 1.52631e-06 2.02344e-06 1.17472e-06 8.98426e-07 8.68563e-07 8.5145e-07 2.10342e-06 1.68458e-05 1.14929e-05 1.79116e-06 1.0072e-06 7.59378e-07 6.62973e-07 5.70625e-07 2.25602e-06 2.55405e-06 5.40936e-06 2.13847e-06 4.21574e-06 1.24718e-06 1.00968e-06 8.31758e-07 6.35558e-07 7.74655e-07
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.14996499999999999 -0.0089599999999999975 -0.004729999999999999 -0.011914999999999999 -0.016469999999999995 -0.054004999999999991 0.085855000000000015 0.084885000000000002 0.060550000000000007 -0.083284999999999984 0.10022000000000002 -0.037359999999999997 -0.0065099999999999993 0.092400000000000024 0.089320000000000024 0.22582000000000002 -0.087424999999999989 -0.0092699999999999987 0.084990000000000024 -0.081029999999999977 -0.55049499999999985 0.083935000000000023 -0.5425549999999999 -0.5335399999999999 -0.52800499999999995 0.084955000000000017 0.11585000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 7 -5 9 10 -8 12 13 16 -14 -16 -7 -12 19 20 21 22 -17 24 -21 -25 -27 -28 29 -29
right_child=1 3 -4 4 5 11 8 -9 -10 -11 17 -13 14 -15 15 18 -18 -19 -20 23 -22 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=-1.6096062772703593e-05 -5.2595336975563058e-06 -2.3468083591069447e-05 4.1010851473402001e-05 -1.0824003584275488e-06 -2.2949288828194289e-05 2.9033920003774072e-06 2.1054993870469239e-05 3.4801322952703094e-05 -1.8195558591434102e-05 -1.4843687072893124e-05 -1.4454460506385658e-05 -1.9169752537258636e-05 -7.4216109212665328e-05 9.71319169252638e-05 2.4354462711926318e-05 -4.5980639027307222e-05 -1.9569299790115718e-05 9.3540706505312277e-06 -1.8358466354584381e-05 -9.3051218027540026e-06 -2.6329592916833162e-05 3.3812455317274729e-05 2.4217542961749768e-05 -2.2836266331675385e-05 5.5623583648412023e-05 2.2448466934292812e-05 -2.0421709705260583e-05 8.4635526096031135e-08 1.2885466388692485e-05 -1.4312894032436337e-05
leaf_weight=20 21 20 20 30 38 118 33 33 31 21 21 23 21 20 30 21 24 37 20 20 39 20 23 24 20 20 20 2257 38 38
leaf_count=20 21 20 20 30 38 118 33 33 31 21 21 23 21 20 30 21 24 37 20 20 39 20 23 24 20 20 20 2257 38 38
internal_value=0 1.03809e-07 1.73114e-05 -1.2675e-07 2.68116e-08 -3.16181e-07 4.74545e-06 1.77138e-05 -9.67888e-07 3.80048e-06 8.10299e-06 -8.57778e-09 1.5035e-07 1.12073e-05 -5.35678e-07 6.17312e-08 -8.94809e-07 7.3374e-07 -2.22949e-07 -8.01499e-08 -7.37082e-06 4.18217e-06 -9.28613e-06 2.27991e-07 2.31592e-05 -1.54675e-07 7.4722e-08 -1.1545e-07 5.86284e-08 -1.53755e-07
internal_weight=0 3101 41 3060 3040 2834 206 63 143 112 91 2796 2773 162 2611 2590 142 58 2560 2540 103 64 44 2437 40 2397 2373 2353 2333 2295
internal_count=3121 3101 41 3060 3040 2834 206 63 143 112 91 2796 2773 162 2611 2590 142 58 2560 2540 103 64 44 2437 40 2397 2373 2353 2333 2295
is_linear=0
shrinkage=0.1


Tree=4828
num_leaves=31
num_cat=0
split_feature=132 1185 1203 50 1177 129 1184 394 0 0 0 13 13 4 52 482 1 0 1210 1209 13 51 13 2 16 2 13 1210 2 1429
split_gain=5.9044e-07 3.40233e-06 1.2961e-06 8.31919e-07 4.86087e-07 1.01936e-06 1.00097e-06 6.37545e-07 5.386e-07 5.86321e-06 4.87466e-06 1.67551e-06 4.85622e-06 2.61544e-06 3.72429e-06 2.55761e-06 2.75396e-06 2.16976e-06 3.43918e-06 2.72129e-06 2.07715e-06 2.79294e-06 5.82569e-06 3.34246e-06 1.9113e-06 1.65298e-06 1.97944e-06 1.36841e-06 1.36255e-06 1.50614e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10022000000000002 -0.079504999999999978 -0.077709999999999987 0.086750000000000008 -0.25907999999999992 -0.070889999999999995 -0.071719999999999992 -0.070154999999999981 -0.063184999999999977 -0.055129999999999992 -0.064054999999999987 0.088785000000000017 0.090355000000000005 0.13707500000000003 -0.067094999999999988 -0.00046999999999999993 0.10344000000000002 0.10002500000000002 -0.057604999999999996 0.084330000000000016 0.10912000000000001 0.0028900000000000006 0.10527500000000002 0.15641500000000003 -0.3960249999999999 0.10613000000000002 -0.026244999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -6 7 -7 9 27 -10 13 -13 14 -12 16 17 18 -14 20 21 23 24 28 -23 -22 -27 -9 29 -19
right_child=1 4 -4 -5 5 6 -8 8 10 -11 11 12 15 -15 -16 -17 -18 19 -20 -21 25 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=8.0934365022195773e-08 4.0485745817672333e-05 1.2542429736171354e-05 -2.5504593604300346e-05 -2.1448064462674665e-05 -2.1014708798484999e-05 -1.7000033734472128e-05 2.1370333070080963e-05 -2.2869460211950357e-05 -4.8563076316812925e-05 5.2287581422660881e-05 -1.9825390193415972e-06 -5.1171646745864391e-05 9.8866572261613329e-06 -8.8561747568332902e-07 4.2951076298217794e-05 3.2085525407681069e-05 -2.9759465150090291e-05 -1.6592775529716163e-05 -4.4824960975718031e-05 3.7141244720260145e-05 3.3324201380040635e-05 -1.6442983497343352e-05 -6.4549647522653696e-05 3.7135783275988181e-05 8.7313149779220116e-06 1.9758641827727355e-05 -1.779595675361634e-05 6.7416919422891213e-07 -2.5927874221451928e-05 1.3468534323692438e-05
leaf_weight=175 21 31 27 20 23 22 22 25 22 22 35 21 20 167 39 21 37 25 27 20 27 76 20 27 50 32 25 1972 20 50
leaf_count=175 21 31 27 20 23 22 22 25 22 22 35 21 20 167 39 21 37 25 27 20 27 76 20 27 50 32 25 1972 20 50
internal_value=0 3.80622e-07 -4.97037e-06 -2.12717e-06 8.79852e-08 -4.7627e-08 1.23139e-07 -4.36842e-08 9.05028e-08 9.45048e-07 -2.17668e-06 -7.9576e-07 -4.10818e-06 6.04898e-06 2.16987e-05 -2.0362e-06 -3.60759e-06 -1.29824e-06 -2.15434e-05 1.25962e-06 -7.79111e-07 -5.07977e-06 -1.44116e-05 6.08784e-06 -6.45318e-06 1.2942e-05 3.28733e-06 3.79432e-07 -2.73632e-06 3.4481e-06
internal_weight=0 2899 222 195 2878 2847 2824 2802 2780 2019 761 739 498 241 74 477 456 419 47 372 352 268 146 122 126 84 57 1997 95 75
internal_count=3121 2899 222 195 2878 2847 2824 2802 2780 2019 761 739 498 241 74 477 456 419 47 372 352 268 146 122 126 84 57 1997 95 75
is_linear=0
shrinkage=0.1


Tree=4829
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1210 1213 1210 1209 13 1210 16 1210 1200 132 1203 1185 50 12 133 43 130 52 52 133 15 130 13 403 402 43 133
split_gain=5.00665e-07 5.47917e-07 1.08856e-06 7.74948e-07 2.64542e-06 1.15251e-06 5.66217e-07 1.25438e-06 8.5665e-07 2.07183e-06 1.27903e-06 5.42597e-07 6.80355e-07 3.18053e-06 2.77814e-06 7.04319e-07 7.78388e-07 5.72874e-07 5.96626e-07 6.77127e-07 1.9664e-06 1.89461e-06 1.7431e-06 1.58175e-06 1.34327e-06 1.28537e-06 1.26833e-06 8.41585e-07 2.8296e-06 1.4688e-06
threshold=0.12461500000000002 0.10737500000000001 0.098655000000000007 -0.13847499999999999 -0.083944999999999978 -0.090569999999999998 0.087485000000000021 -0.0075049999999999987 -0.079504999999999978 -0.081414999999999987 -0.064344999999999999 0.089625000000000024 -0.083174999999999985 0.088820000000000024 -0.083264999999999992 0.093975000000000017 0.10911500000000002 -0.50375999999999987 0.27194500000000005 0.084975000000000009 0.060015000000000006 0.088555000000000009 0.089595000000000022 -0.011389999999999999 0.0053350000000000003 0.065590000000000009 -0.014954999999999998 -0.45015499999999992 0.055925000000000009 0.50628500000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 8 -8 9 -7 -10 12 13 15 -14 16 -12 -16 19 24 22 -22 23 25 27 -21 -23 28 -19 -29
right_child=-2 -3 -4 5 -6 6 7 -9 10 -11 11 -13 14 -15 17 -17 -18 18 -20 20 21 26 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=3.9360919132983939e-05 -1.5771134312672074e-05 1.4557518583247797e-05 -2.2710167130363908e-05 -2.2870009919725736e-05 -7.9625711131720209e-06 -3.3762951200818252e-05 2.2671617925345132e-05 -4.6971531767005878e-06 2.3094294793205942e-05 9.8166401949129076e-06 -2.881590357719688e-06 1.4884552941415072e-05 3.6437166616971288e-05 -4.3678366400854431e-05 1.244622524028374e-05 -1.8819001637720725e-05 1.4597464598864462e-05 -3.9255537605798884e-05 -1.7043053854389917e-05 2.767291769790366e-05 3.7636592941421918e-05 -1.3290120910997282e-05 -2.3933769831880154e-05 -1.7365981725363428e-05 -2.4120620021979755e-05 -3.7485865070029043e-06 1.7633711041121891e-05 -3.7057907063585211e-07 7.0374277422689056e-06 1.998989016556152e-05
leaf_weight=21 20 26 21 22 27 24 34 33 24 20 125 24 21 20 36 21 32 23 21 30 29 21 30 23 24 23 36 2243 31 36
leaf_count=21 20 26 21 22 27 24 34 33 24 20 125 24 21 20 36 21 32 23 21 30 29 21 30 23 24 23 36 2243 31 36
internal_value=0 1.01711e-07 -2.05169e-08 1.35502e-07 1.27415e-05 -6.57904e-08 1.02337e-07 9.19148e-06 -1.06429e-07 -1.3954e-05 1.05647e-07 -8.80097e-08 -2.1521e-07 -5.86791e-06 2.1084e-07 -1.61954e-06 6.8102e-07 -8.10833e-08 -2.56563e-07 -1.18267e-07 5.5923e-06 1.68277e-05 -3.52321e-06 4.53359e-06 -5.83447e-07 1.40372e-05 6.24072e-06 -3.41316e-07 -1.26799e-05 -4.89569e-08
internal_weight=0 3101 3075 3054 48 3006 2984 67 2917 44 2873 2849 2825 198 2627 178 157 2606 2570 2549 192 86 106 76 2357 53 57 2333 54 2279
internal_count=3121 3101 3075 3054 48 3006 2984 67 2917 44 2873 2849 2825 198 2627 178 157 2606 2570 2549 192 86 106 76 2357 53 57 2333 54 2279
is_linear=0
shrinkage=0.1


Tree=4830
num_leaves=31
num_cat=0
split_feature=1204 390 12 1186 130 132 1203 1185 50 1185 1212 394 393 403 4 3 2 403 402 3 4 401 1213 1213 3 401 16 133 3 16
split_gain=4.51311e-07 4.92131e-07 1.61879e-06 7.6353e-07 3.32507e-06 1.59775e-06 1.83627e-05 1.29289e-05 8.17597e-07 6.42869e-07 1.86252e-06 6.22232e-07 8.13886e-07 5.16335e-07 1.58483e-06 1.35814e-06 4.43583e-06 2.12796e-06 1.90861e-06 1.86635e-06 2.45223e-06 1.2466e-06 1.06357e-06 3.5705e-06 1.23863e-05 4.08529e-06 3.43076e-06 1.07246e-06 1.35285e-06 1.37713e-06
threshold=0.053645000000000005 0.087590000000000015 0.088485000000000022 0.057025000000000006 -0.011824999999999999 -0.083284999999999984 0.087970000000000007 -0.083264999999999992 0.097510000000000013 0.085905000000000009 0.085650000000000018 -0.080504999999999979 0.09389500000000002 0.022375000000000003 -0.090289999999999981 -0.078344999999999984 0.087675000000000017 0.072365000000000027 0.085065000000000016 -0.090569999999999984 -0.080924999999999983 0.097145000000000023 -0.090764999999999985 -0.085284999999999986 -0.086224999999999982 0.11186000000000001 -0.088704999999999992 -0.11008499999999999 -0.06977499999999999 -0.080789999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 8 -7 -1 11 -11 -9 13 22 -15 16 19 -17 -18 -16 -21 -22 26 24 -24 27 -13 28 29 -25
right_child=-2 2 -4 4 -6 7 -8 9 -10 10 -12 12 -14 14 15 17 18 -19 -20 20 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=5.2696210592070466e-07 1.2206184784796884e-05 -1.1241282600167324e-05 2.6600634740903985e-05 3.4327068480674175e-06 -4.1055561805099694e-05 -8.0716237571323295e-05 9.9456995594664481e-05 -1.3870418534321344e-05 -2.1087806578634628e-05 -5.9493108402910789e-06 3.4641536185517904e-05 -4.6241513580866921e-05 2.0042808355356104e-05 -2.7297901290997591e-05 -3.14535994129983e-05 -3.4674451368725084e-05 4.9961651949042391e-05 -2.1552881086871466e-06 1.0415336619364377e-05 2.63925820111884e-05 -2.7020765278225385e-05 5.0469379857531749e-06 -2.1517164926384189e-05 3.2341822459004887e-05 8.2363054934830879e-05 -4.2858877747097392e-05 7.2277783268267143e-06 2.8859421579900255e-08 -9.1752630892601292e-06 4.1321342740213204e-07
leaf_weight=140 30 20 26 56 24 20 20 33 20 26 20 20 20 27 25 27 23 79 26 24 27 22 24 35 22 22 30 2189 22 22
leaf_count=140 30 20 26 56 24 20 20 33 20 26 20 20 20 27 25 27 23 79 26 24 27 22 24 35 22 22 30 2189 22 22
internal_value=0 -1.1847e-07 1.01476e-05 -2.73558e-07 -9.91377e-06 -1.34505e-08 9.11755e-06 -6.03605e-07 -2.17488e-06 -2.41282e-08 1.16989e-05 -2.22458e-07 -5.47801e-08 -2.0555e-07 -4.26804e-06 -1.81031e-06 4.41137e-06 -1.04385e-05 2.89779e-05 -7.8719e-06 2.04027e-07 -1.2623e-05 2.71188e-07 5.80074e-07 2.81647e-05 2.59723e-08 -1.41599e-05 4.41963e-07 1.18886e-05 2.00185e-05
internal_weight=0 3091 46 3045 80 2965 180 2785 160 2765 46 2719 2686 2666 280 253 147 106 49 98 73 49 2386 2336 46 2290 50 2268 79 57
internal_count=3121 3091 46 3045 80 2965 180 2785 160 2765 46 2719 2686 2666 280 253 147 106 49 98 73 49 2386 2336 46 2290 50 2268 79 57
is_linear=0
shrinkage=0.1


Tree=4831
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 0 12 402 402 1208 402 1212 402 402 391 129 128 403 47 2 47 40 42 42 1 47 48 1 48 42 148
split_gain=5.02993e-07 3.34074e-06 1.3656e-06 5.09879e-07 8.43763e-07 4.60931e-07 4.25457e-07 7.24304e-07 5.0798e-07 4.84241e-07 1.30036e-06 1.12047e-06 1.3369e-06 1.8861e-06 1.45568e-06 1.15748e-06 4.61916e-07 4.51475e-07 4.48298e-06 2.13279e-06 7.60622e-07 8.73223e-07 7.03722e-07 1.84924e-06 2.30975e-06 1.95695e-06 1.05593e-06 9.257e-07 6.12187e-07 6.03346e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11418000000000002 -0.077429999999999985 0.089505000000000015 0.31278000000000006 0.13775000000000001 0.11531000000000001 0.11522000000000002 -0.020729999999999995 0.11174500000000002 0.10708500000000001 -0.087114999999999984 -0.04689999999999999 0.11976500000000002 -0.55157999999999985 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.049474999999999998 -0.077669999999999989 0.094165000000000013 0.099990000000000009 0.10843500000000002 0.10911000000000001 0.11751000000000002 0.10288500000000002 0.089535000000000017 -0.10069499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 9 11 -11 12 13 -3 -15 16 -16 19 -19 29 -20 -22 23 25 -25 27 -24 28 -23 -18
right_child=1 6 -4 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 14 15 -17 17 18 20 -21 21 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=3.974473009332977e-07 4.0091756125634889e-05 -3.0545765534952812e-05 -2.5665175236663683e-05 -1.1896076662546526e-05 1.4561961600390662e-05 -1.4060876642831537e-05 1.4243026124036296e-05 -1.3943360485230901e-05 -1.3773678158311389e-05 -2.3292766750923224e-06 2.9146897308930333e-05 -2.2929431915621361e-05 2.3755787598626436e-05 2.5894945305150363e-05 -1.5256179103744217e-05 2.4031522243603832e-05 1.3602949277838256e-05 -4.9395125581668258e-05 1.5913082727190788e-05 3.2193228495695321e-05 -2.210035549978784e-05 -1.3338968948608874e-05 2.3043457800937447e-06 4.3614522655843761e-05 4.024976497264886e-06 -3.334089912663157e-05 -2.7209217337671856e-05 1.6915952332055896e-05 8.1799736562970796e-06 -1.6914476258307837e-08
leaf_weight=92 21 20 27 39 35 29 21 37 26 35 21 21 24 22 20 20 33 20 26 21 20 39 27 20 56 21 22 25 20 2261
leaf_count=92 21 20 27 39 35 29 21 37 26 35 21 21 24 22 20 20 33 20 26 21 20 39 27 20 56 21 22 25 20 2261
internal_value=0 3.51306e-07 -4.58756e-06 -1.66912e-06 8.87618e-07 -3.06777e-06 6.13309e-08 -4.29098e-08 1.39472e-07 2.68943e-07 9.47429e-06 8.06671e-08 2.58515e-07 4.91072e-08 2.78025e-07 6.54365e-08 -1.16746e-07 -7.7927e-10 -3.6782e-06 4.69422e-07 -3.65376e-07 -2.05834e-06 -3.15551e-07 2.56248e-06 1.44433e-05 -6.03696e-06 -1.09466e-05 7.8903e-07 -6.04441e-06 1.79012e-07
internal_weight=0 2899 222 195 156 121 2878 2857 2820 2794 56 2738 2717 2693 2673 2651 2631 2611 296 2315 276 250 230 181 76 105 49 84 59 2294
internal_count=3121 2899 222 195 156 121 2878 2857 2820 2794 56 2738 2717 2693 2673 2651 2631 2611 296 2315 276 250 230 181 76 105 49 84 59 2294
is_linear=0
shrinkage=0.1


Tree=4832
num_leaves=31
num_cat=0
split_feature=12 130 130 394 4 481 12 13 3 481 12 142 45 44 1456 15 471 11 2 16 11 1420 1419 52 3 13 11 14 0 1
split_gain=4.31641e-07 1.13177e-06 5.87506e-07 6.27908e-07 1.50916e-06 4.64861e-07 2.10148e-06 5.05988e-06 3.21766e-06 1.7973e-06 5.09904e-07 1.22438e-06 1.19042e-06 3.34327e-06 9.4207e-07 9.25303e-07 7.63799e-07 8.16213e-07 3.51051e-06 2.44205e-06 1.45755e-06 1.4105e-06 1.49043e-06 1.14066e-06 6.98382e-07 3.65845e-06 1.9782e-06 1.3293e-06 3.01132e-06 1.29683e-06
threshold=0.23631000000000002 -0.22461999999999996 -0.14628999999999995 0.013605000000000001 -0.082349999999999993 -0.087424999999999989 0.090840000000000018 -0.081434999999999994 -0.085784999999999986 -0.085894999999999985 0.12757000000000002 -0.057499999999999989 0.083445000000000005 0.10249500000000002 0.11510000000000002 -0.059484999999999989 0.094575000000000006 0.094350000000000003 0.11093500000000002 0.057265000000000003 0.089270000000000002 -0.08341999999999998 0.086505000000000012 -0.56368999999999991 -0.16726499999999997 0.10002500000000002 0.081365000000000007 0.078745000000000009 -0.15599999999999997 0.10293500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 8 -4 -7 11 -11 14 -14 16 -12 17 20 19 -19 21 22 -13 -23 25 29 27 -26 -29 -25
right_child=-2 2 3 4 -6 9 -8 -9 -10 10 15 12 13 -15 -16 -17 -18 18 -20 -21 -22 23 -24 24 26 -27 -28 28 -30 -31
leaf_value=2.0485676847143892e-05 -1.364870079708888e-05 -1.60003381255513e-05 -2.7498907770488285e-05 -7.6962413004366688e-06 3.0258522598490924e-05 2.9981990919623059e-05 1.8572670596768149e-05 -5.6752120915570276e-05 2.0324306270220618e-05 2.3069628767426246e-05 -2.5538005576725647e-05 -1.4571910252838972e-07 -4.6612086334789639e-05 8.7473382552142702e-06 1.5594847822378654e-05 4.9314752333076383e-07 -1.5416635307019533e-05 5.5507410458879105e-06 -1.940148945323017e-05 5.3831674458706407e-05 -2.6391529934785682e-05 -2.1490644598088694e-05 3.7998017978679856e-05 7.4381117363892771e-06 -3.2949430749967911e-07 3.5606049098738195e-05 -2.7746532661974646e-05 -8.4446977449591624e-06 4.4496236025571269e-05 -2.8142142164142569e-05
leaf_weight=27 23 23 24 20 22 20 25 21 34 23 22 21 20 24 39 36 32 22 24 20 21 25 20 21 2392 31 26 22 21 20
leaf_count=27 23 23 24 20 22 20 25 21 34 23 22 21 20 24 39 36 32 22 24 20 21 25 20 21 2392 31 26 22 21 20
internal_value=0 1.01327e-07 -7.78907e-08 4.2259e-08 1.21848e-05 -1.27398e-07 -6.6964e-06 -1.46929e-05 5.3539e-07 1.08018e-07 -9.92962e-08 9.13283e-08 -9.73547e-08 -1.6416e-05 1.63081e-07 -9.38074e-06 -5.83458e-08 1.24627e-07 1.11078e-05 2.85417e-05 -1.52048e-07 5.99679e-08 1.8461e-05 -2.34966e-07 -2.51787e-08 9.68257e-06 -3.09192e-07 -1.6227e-08 1.74102e-05 -9.91811e-06
internal_weight=0 3098 3071 3048 42 3006 104 79 58 2902 2882 2824 2801 44 2757 58 2718 2686 66 42 2620 2599 41 2558 2533 72 2461 2435 43 41
internal_count=3121 3098 3071 3048 42 3006 104 79 58 2902 2882 2824 2801 44 2757 58 2718 2686 66 42 2620 2599 41 2558 2533 72 2461 2435 43 41
is_linear=0
shrinkage=0.1


Tree=4833
num_leaves=31
num_cat=0
split_feature=421 9 2 10 1 11 149 1365 44 158 3 4 3 3 4 132 12 399 2 2 475 51 3 2 2 2 13 13 13 4
split_gain=5.08941e-07 1.15962e-06 1.51102e-06 1.01428e-06 2.5078e-06 1.43411e-06 6.40636e-07 5.53272e-07 4.84308e-07 1.70502e-06 6.13429e-07 2.40684e-06 9.52485e-06 4.99599e-06 1.69286e-06 1.63509e-06 1.79077e-05 1.02324e-05 1.47549e-06 3.08669e-06 2.02367e-06 3.61371e-06 1.34737e-06 1.32763e-06 8.78606e-06 3.66539e-06 3.43158e-06 9.59511e-06 5.65003e-06 3.79018e-06
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 0.053330000000000009 0.11829500000000003 -1.0000000180025095e-35 0.097720000000000015 0.088010000000000019 0.099360000000000018 -0.47356499999999996 -0.081054999999999974 -0.078629999999999992 -0.080104999999999996 -0.080734999999999987 -0.077834999999999988 -0.083284999999999984 0.091475000000000015 0.091580000000000009 0.097070000000000004 0.090790000000000023 -0.024084999999999999 0.091630000000000003 -0.084964999999999985 0.093175000000000022 0.092480000000000021 0.094095000000000012 -0.081029999999999977 -0.082199999999999981 -0.077944999999999987 -0.055319999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 8 9 -7 15 12 -12 -13 -15 16 22 -17 19 -14 -20 -22 -11 24 26 -25 27 29 -28 -16
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 11 13 18 14 23 17 -18 -19 20 -21 21 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=-1.5900941725703888e-05 2.4430197072433657e-05 -3.5130457581544762e-07 3.6525753562273169e-05 -4.1193302160991157e-05 7.7333072113106037e-06 2.5532941197945128e-05 -1.4652166628366105e-05 1.5156425569292273e-05 -1.2947697325279447e-05 7.4425608787957274e-07 -5.7619690798329995e-05 4.2557221806621077e-05 -3.5139015407741468e-07 2.4808981210298952e-05 -3.0764436355399851e-05 1.4580409746629024e-06 9.8704240135703012e-05 -6.4432357353657241e-05 -1.6038730852111863e-05 -4.5042196270514977e-05 4.4070985984490109e-05 -6.7347614341477826e-06 -2.8467602874115983e-05 -4.6691910206391185e-05 6.559477577476563e-05 -3.1980109330859432e-06 4.9532501725479962e-05 -7.497657277001834e-05 1.7863906919799608e-06 5.3336990298879345e-06
leaf_weight=20 24 25 20 20 22 26 30 24 29 75 37 27 68 25 38 1311 20 24 24 20 28 28 20 20 21 621 27 21 302 124
leaf_count=20 24 25 20 20 22 26 30 24 29 75 37 27 68 25 38 1311 20 24 24 20 28 28 20 20 21 621 27 21 302 124
internal_value=0 1.02553e-07 1.60385e-05 -1.32106e-07 -1.55651e-05 8.29524e-08 -1.12477e-07 3.48847e-08 -8.87246e-08 3.95555e-08 -1.90513e-07 -1.65935e-06 -1.16887e-05 1.76561e-08 -9.40282e-07 1.25908e-06 1.27005e-05 2.73494e-07 -1.57294e-06 -1.05084e-05 8.25606e-06 1.86681e-05 -5.40561e-06 -1.48861e-06 2.19921e-06 -4.55507e-06 -4.00997e-07 -1.1378e-05 5.70476e-06 -3.13376e-06
internal_weight=0 3101 45 3056 42 3014 2990 2960 2936 2907 2881 1431 205 1226 1199 1450 115 1335 168 88 80 56 95 1174 533 641 512 183 329 162
internal_count=3121 3101 45 3056 42 3014 2990 2960 2936 2907 2881 1431 205 1226 1199 1450 115 1335 168 88 80 56 95 1174 533 641 512 183 329 162
is_linear=0
shrinkage=0.1


Tree=4834
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 12 0 45 11 156 2 4 160 48 150 13 150 2 13 13 1 51 3 14 10 3 9 0 51 51 12
split_gain=5.07969e-07 2.85012e-06 1.34181e-06 4.79907e-07 1.0958e-06 4.09236e-07 3.51281e-06 2.92099e-06 2.39072e-06 2.59524e-06 4.40377e-06 1.72936e-06 1.52626e-06 4.0593e-06 1.95277e-06 2.6239e-06 7.51754e-07 6.83992e-07 8.41364e-07 2.92297e-06 1.52212e-06 7.98215e-07 1.11104e-06 1.24262e-06 2.92614e-06 1.13854e-06 7.80883e-07 7.04672e-07 4.52671e-06 2.09799e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23647499999999996 0.23631000000000002 -0.14794999999999997 0.084355000000000013 -0.072629999999999986 0.08426500000000002 0.08647500000000001 -0.081114999999999979 0.10070500000000002 -0.072824999999999987 0.097810000000000022 -0.091559999999999989 1.0000000180025095e-35 0.11682500000000001 -0.53104499999999988 -0.17933499999999997 0.10781 0.090560000000000015 0.13524500000000003 0.084525000000000003 0.0036750000000000007 -0.014944999999999998 0.088235000000000022 -0.12333499999999999 0.067785000000000012 0.088785000000000017 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 8 -7 9 10 -5 12 -11 14 -14 16 -16 -9 19 -19 26 22 23 25 -25 27 -21 -20 -29 -30
right_child=1 3 -4 4 -6 7 -8 17 -10 11 -12 -13 13 -15 15 -17 -18 18 21 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-1.7172915641612445e-06 3.705959073461903e-05 -1.5351307483797429e-05 -2.5503382325782527e-05 -5.2815897146027293e-06 2.2425123448887133e-05 -3.8457083846878965e-05 4.400344996611239e-05 1.7466119221477459e-05 -2.2694137480453051e-05 -1.8861291183774095e-05 5.6600273487477002e-05 -2.7854130270757846e-05 1.8846133979103479e-05 4.6213167688206758e-05 7.8174828191317549e-06 -4.0366735529460133e-05 -1.5330404294218171e-05 -3.8095079351198647e-05 -6.4377634316770133e-07 -2.4394689783300486e-05 1.7901020838772023e-05 1.9567912832350152e-05 -2.2913744474603197e-05 3.4593081556632764e-05 -8.5588314080572075e-06 -2.0998968466301449e-05 -3.518840146300915e-07 4.3623887608258952e-05 -1.0290818562989101e-05 7.7389915450663524e-06
leaf_weight=195 21 20 27 23 22 20 20 22 38 28 23 21 37 22 47 20 20 26 1952 22 31 21 21 33 30 26 35 27 106 165
leaf_count=195 21 20 27 23 22 20 20 22 38 28 23 21 37 22 47 20 20 26 1952 22 31 21 21 33 30 26 35 27 106 165
internal_value=0 3.53041e-07 -4.61019e-06 8.52035e-08 1.93227e-07 2.07648e-08 3.51988e-06 -3.91626e-07 6.17832e-07 4.29358e-06 2.56593e-05 -7.4655e-07 2.52505e-06 6.62654e-06 -3.96888e-07 -8.5807e-06 9.07666e-07 -8.91591e-08 -2.43955e-07 -8.63631e-06 6.74151e-08 1.57863e-07 -1.48537e-08 1.90737e-07 1.40446e-05 -1.92738e-07 -9.63156e-06 4.76891e-08 4.57702e-06 6.86741e-07
internal_weight=0 2899 222 2878 2858 2836 299 2537 279 241 46 195 174 146 124 87 67 2517 2495 114 88 2381 2360 2339 63 2276 57 2250 298 271
internal_count=3121 2899 222 2878 2858 2836 299 2537 279 241 46 195 174 146 124 87 67 2517 2495 114 88 2381 2360 2339 63 2276 57 2250 298 271
is_linear=0
shrinkage=0.1


Tree=4835
num_leaves=31
num_cat=0
split_feature=12 130 10 1 0 15 34 45 3 3 3 47 2 4 4 43 0 457 133 150 51 3 150 1 3 49 4 51 15 0
split_gain=5.16432e-07 1.05553e-06 4.73554e-07 9.27654e-06 1.35747e-05 2.85824e-06 1.10207e-06 8.13899e-07 7.65258e-07 8.43551e-06 2.63377e-06 1.63815e-06 4.44159e-06 4.94293e-06 2.85767e-06 2.1934e-06 2.02171e-06 1.65548e-06 1.76565e-06 1.24901e-06 1.71788e-06 3.62149e-06 4.90474e-06 2.39279e-06 4.55411e-06 2.39491e-06 1.09084e-06 1.04858e-06 1.03088e-06 1.56423e-06
threshold=0.23631000000000002 -0.22461999999999996 -0.0079749999999999977 0.092390000000000014 -0.10151999999999999 -0.098289999999999975 -0.057544999999999992 0.094030000000000016 -0.013929999999999998 -0.011549999999999998 -0.017889999999999996 0.092165000000000011 0.081135000000000013 0.40945500000000007 0.10637500000000001 -0.081374999999999989 0.051010000000000007 -0.065884999999999985 0.084415000000000018 0.12068000000000002 0.094075000000000006 0.095270000000000007 0.08882000000000001 0.085605000000000014 0.084940000000000015 0.084945000000000007 -0.51843499999999987 0.11704500000000002 1.0000000180025095e-35 -0.075934999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -4 8 10 -10 26 12 13 -11 -13 -14 17 -17 19 20 21 23 28 25 -25 -19 -8 -22 29 -23
right_child=-2 2 6 4 5 -7 7 -9 9 11 -12 14 15 -15 -16 16 -18 18 -20 -21 27 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=1.9796583701800383e-05 -1.4929203262395079e-05 -6.8655279792437793e-05 1.6899170884407331e-05 7.3764313192046049e-05 -3.633484989791214e-05 1.0101233017753418e-06 -1.954647255090471e-05 -1.5180682556449808e-05 6.7284575125086134e-05 7.0230884002739916e-05 -3.2908109849813623e-05 -3.7865254759188772e-05 -3.1308795050357559e-05 -7.5104999268660328e-08 4.0075790494507275e-06 2.3396737833536464e-05 2.9984984951170191e-05 -3.0036390307941476e-05 2.0450570042385154e-05 1.4465420724718571e-05 2.8007745970084913e-05 -4.9914816562979768e-06 -5.8738888271493902e-05 -9.0782785733726116e-06 4.7098001420480346e-05 1.0403881606180222e-05 -2.8469397456076327e-08 -3.5936425601470373e-06 9.2709799037038466e-06 -3.6447253703954633e-05
leaf_weight=27 23 20 39 23 32 57 29 35 20 20 25 28 21 20 39 28 24 32 32 32 21 43 28 31 27 27 2272 21 20 25
leaf_count=27 23 20 39 23 32 57 29 35 20 20 25 28 21 20 39 28 24 32 32 32 21 43 28 31 27 27 2272 21 20 25
internal_value=0 1.10838e-07 -6.22375e-08 -5.9217e-06 5.28072e-06 -1.24173e-05 2.0093e-07 -2.36326e-08 1.61532e-07 3.55663e-06 -6.25208e-07 1.10083e-06 3.26385e-06 3.50779e-05 -1.34915e-05 1.75114e-07 1.86607e-06 2.7226e-08 -1.903e-06 -4.23301e-06 -6.40883e-06 -9.76448e-06 -2.22852e-05 2.64923e-06 1.70727e-05 -1.15298e-05 -2.74459e-07 1.22071e-05 -1.06863e-05 -1.65561e-05
internal_weight=0 3098 3071 132 112 89 2939 2900 2865 539 2326 519 452 40 67 412 391 367 339 307 275 233 116 117 58 59 2301 42 88 68
internal_count=3121 3098 3071 132 112 89 2939 2900 2865 539 2326 519 452 40 67 412 391 367 339 307 275 233 116 117 58 59 2301 42 88 68
is_linear=0
shrinkage=0.1


Tree=4836
num_leaves=31
num_cat=0
split_feature=130 12 9 3 33 34 34 44 0 1 47 47 2 3 47 132 1203 1185 50 4 2 13 0 12 3 1208 1208 42 1 402
split_gain=4.91255e-07 1.03135e-06 4.29911e-07 2.92799e-06 2.74343e-06 4.51917e-07 9.71434e-07 5.26936e-07 1.49805e-06 5.52555e-06 5.17563e-07 4.47323e-06 2.41804e-06 6.51354e-06 1.18787e-06 5.74026e-07 1.5085e-05 6.91128e-06 2.50279e-06 6.63376e-07 7.74543e-07 8.80358e-07 9.12318e-07 8.15233e-07 1.35038e-06 6.7179e-07 1.29245e-06 7.45291e-07 2.92403e-06 3.74728e-06
threshold=-0.23647499999999996 0.23631000000000002 0.092235000000000011 -0.012939999999999998 -0.018454999999999996 -0.097449999999999981 -0.084564999999999987 0.099360000000000018 -0.24955499999999997 0.10781 0.092165000000000011 0.096175000000000024 -0.0050599999999999994 -0.0063699999999999989 0.090100000000000013 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.088425000000000017 0.62931500000000018 0.14530500000000005 -0.055129999999999992 -0.062764999999999974 0.11586 -0.063814999999999997 0.11846000000000001 0.10683000000000002 0.11551500000000002 0.090840000000000018 -0.10909999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -7 8 9 -8 12 -12 13 -10 15 16 18 -17 -14 20 23 22 -22 25 -25 26 27 -19 29 -29
right_child=1 -3 3 -5 5 6 7 -9 10 -11 11 -13 14 -15 -16 17 -18 19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-1.5622208011336624e-05 3.7014117040143902e-05 2.1675530065708288e-05 -3.0027847279158999e-05 1.8351460014607503e-05 1.4836368809483246e-05 -1.9128012610491607e-05 5.2020919057489983e-05 -1.2836338458654951e-05 -2.9154290182194062e-06 -1.9848332731271514e-05 -4.1479067849963787e-05 -3.1341068297122407e-08 -7.3674329432101001e-09 6.6693776369675112e-05 -2.4514764427294721e-05 -5.9009153019360384e-05 8.7376918472728007e-05 -2.0469828427008815e-07 -3.768186685192632e-05 -1.7252707882355689e-05 6.2381946708438381e-06 -7.0059073629596726e-07 3.4261911925915189e-05 -3.1130624541798501e-05 4.3213931348873302e-06 1.7887392645899948e-05 -2.3663201025793451e-05 1.4350655301650816e-06 -1.2761569450958632e-05 5.8544764879115971e-05
leaf_weight=20 20 22 29 22 20 27 23 32 41 20 29 255 149 20 20 20 20 2029 20 22 26 46 21 22 21 21 23 27 34 20
leaf_count=20 20 22 29 22 20 27 23 32 41 20 29 255 149 20 20 20 20 2029 20 22 26 46 21 22 21 21 23 27 34 20
internal_value=0 1.00759e-07 -5.33966e-08 -9.15834e-06 9.99562e-08 -1.45484e-07 -2.45764e-07 -7.35852e-08 6.58508e-08 1.85934e-05 -2.102e-07 -4.26368e-06 2.32224e-07 1.99073e-05 -2.40101e-07 -4.75209e-08 5.25293e-06 -4.77103e-07 -4.46589e-06 2.92299e-08 1.95257e-07 9.13404e-06 1.87594e-05 -1.83126e-07 -1.38168e-05 8.90425e-08 -8.61874e-08 1.70813e-07 9.57714e-06 2.57371e-05
internal_weight=0 3101 3079 51 3028 3008 2988 2961 2929 43 2886 284 2602 61 2541 2521 189 2332 169 2312 2290 93 47 2197 43 2154 2133 2110 81 47
internal_count=3121 3101 3079 51 3028 3008 2988 2961 2929 43 2886 284 2602 61 2541 2521 189 2332 169 2312 2290 93 47 2197 43 2154 2133 2110 81 47
is_linear=0
shrinkage=0.1


Tree=4837
num_leaves=31
num_cat=0
split_feature=12 130 132 1185 1203 33 13 11 9 10 39 45 3 3 52 3 1429 16 16 16 0 0 47 2 0 2 4 1 1 2
split_gain=5.52495e-07 9.78685e-07 4.84091e-07 3.11912e-06 1.85889e-06 4.46882e-07 1.13099e-06 8.33469e-07 1.5009e-06 1.8739e-06 3.07091e-06 5.21991e-07 5.66425e-07 1.98369e-06 3.83362e-06 1.92727e-06 1.63815e-06 1.53946e-06 2.82908e-06 1.83866e-06 1.48318e-06 4.24494e-06 4.16084e-06 7.13197e-06 4.3678e-06 2.85187e-06 6.64201e-06 2.56113e-06 2.06881e-06 1.97385e-06
threshold=0.23631000000000002 -0.22461999999999996 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.085305000000000006 -0.090639999999999984 -0.011194999999999998 0.092235000000000011 0.0036750000000000007 0.089200000000000015 0.084355000000000013 -0.071799999999999989 -0.073309999999999986 0.13140000000000004 -0.070649999999999977 -0.026244999999999997 0.25792000000000009 0.19444000000000003 0.40391000000000005 -0.10151999999999999 -0.09595999999999999 0.094160000000000008 0.11704500000000001 -0.10474999999999998 0.093175000000000022 0.0049200000000000008 0.086105000000000015 0.094465000000000007 0.10644500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 7 -7 -5 9 11 -11 12 13 -9 -15 -14 -17 18 20 -19 22 -22 24 -24 25 26 27 -18 -27 -30
right_child=-2 2 3 5 -6 6 -8 8 -10 10 -12 -13 15 14 -16 16 17 19 -20 -21 21 -23 23 -25 -26 28 -28 -29 29 -31
leaf_value=1.9070289393615292e-05 -1.5441670095005187e-05 -1.1447626265856879e-06 3.8695696310328672e-05 1.9558360310673545e-05 -2.9141319383698929e-05 5.3338016305528786e-06 -2.6764571235357186e-05 2.2560291992524073e-07 -2.0863855583871448e-05 4.8202968161517465e-05 -6.5491043733345579e-06 1.0755823589906041e-05 -3.2341019880818963e-05 -5.2287852137548422e-06 5.4051463666837667e-05 -2.2475141092096845e-05 -2.935045021374771e-05 3.1966522046786847e-05 -3.7513633940927156e-05 1.089695941421572e-06 -5.0612656159501065e-05 -2.9533090833354981e-06 7.2557826272465965e-05 -7.0829939590033106e-06 -4.475644371788284e-05 -2.6682915659242127e-05 5.8818390260529234e-05 1.6847727160243917e-05 -2.090722844128102e-05 6.5890603684238159e-06
leaf_weight=27 23 195 21 22 27 23 21 1798 34 21 20 44 21 24 20 36 21 30 22 54 20 285 22 23 21 33 27 28 33 125
leaf_count=27 23 195 21 22 27 23 21 1798 34 21 20 44 21 24 20 36 21 30 22 54 20 285 22 23 21 33 27 28 33 125
internal_value=0 1.14636e-07 -5.20207e-08 2.98452e-07 -4.54975e-06 1.33236e-08 -9.98588e-06 1.71357e-07 1.69347e-08 2.77179e-07 2.14946e-05 -4.65707e-08 -2.26406e-07 7.38964e-07 2.17168e-05 -2.4464e-06 -1.64154e-06 -6.33465e-07 -2.25627e-06 1.21171e-05 -1.0405e-06 -6.07851e-06 3.5739e-06 3.18525e-05 -8.44632e-07 2.60911e-06 1.89931e-05 -2.95149e-06 -3.91017e-06 8.46165e-07
internal_weight=0 3098 3071 2849 222 2828 44 2784 2762 2728 41 2687 2643 1842 44 801 780 744 660 84 638 305 333 45 288 267 76 49 191 158
internal_count=3121 3098 3071 2849 222 2828 44 2784 2762 2728 41 2687 2643 1842 44 801 780 744 660 84 638 305 333 45 288 267 76 49 191 158
is_linear=0
shrinkage=0.1


Tree=4838
num_leaves=31
num_cat=0
split_feature=130 12 1208 1208 1208 1210 42 1210 15 15 132 0 1204 394 15 12 1452 1447 1447 1455 52 159 3 3 403 481 481 13 3 43
split_gain=5.02147e-07 9.7251e-07 4.35402e-07 6.83823e-07 8.26219e-07 5.93464e-07 2.52834e-06 9.5162e-07 5.43857e-07 4.15226e-06 3.17401e-06 1.46955e-05 1.35682e-05 3.20211e-06 3.05209e-06 1.0478e-05 1.98302e-06 2.29832e-06 3.31135e-06 2.71711e-06 2.22874e-06 3.27485e-06 1.94582e-06 5.29799e-06 3.50692e-06 3.12598e-06 2.00666e-06 1.89056e-06 1.71076e-06 3.72168e-06
threshold=-0.23647499999999996 0.23631000000000002 0.12461500000000002 0.10737500000000001 0.098655000000000007 -0.13847499999999999 0.094935000000000005 -0.090569999999999998 0.085465000000000013 0.085035000000000013 -0.083284999999999984 -0.081784999999999983 -0.082199999999999981 0.013605000000000001 0.086355000000000015 0.085440000000000016 0.083330000000000015 -0.086279999999999982 -0.084334999999999979 -0.079434999999999992 0.51358000000000004 -0.10909999999999999 -0.082284999999999983 -0.081644999999999981 -0.45015499999999992 -0.00058999999999999992 -0.049319999999999996 -0.082014999999999991 -0.07359499999999998 0.054355000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7 9 -9 11 -10 -12 14 15 -14 17 -16 -19 -20 21 -21 24 -24 -23 -25 -26 -28 -27 -30
right_child=1 -3 -4 -5 -6 7 -8 8 10 -11 12 -13 13 -15 16 -17 -18 18 19 20 -22 22 23 25 26 28 27 -29 29 -31
leaf_value=-1.5794450755493018e-05 -8.3189140501157708e-06 2.1052142851245167e-05 -1.4754513576917818e-05 1.6196804356765752e-05 -1.9856582383952283e-05 -2.0851531809801766e-05 3.8233762379604743e-05 -3.1229788204023926e-07 9.3212531137396585e-05 -3.9778277224050489e-05 -8.0660898966016255e-05 -1.6733988905475747e-05 -2.0265980099793526e-05 4.1304756215746852e-05 -2.999448067081782e-05 7.1289291372522709e-05 2.2072345305595696e-05 3.5458373917208521e-05 -3.539514028765869e-05 -3.6967573687434201e-05 3.0158115350786829e-05 -4.477917685686738e-05 5.5245294279302468e-05 3.2209500326037717e-05 -3.2764838633738693e-05 5.3502243410934397e-06 2.1861056775913526e-05 -4.3216970307060376e-06 -1.0716425482920991e-06 -4.6314616145082259e-05
leaf_weight=20 28 22 20 26 21 22 20 2109 20 27 20 31 25 21 27 25 38 25 23 25 23 22 20 30 20 132 34 146 75 24
leaf_count=20 28 22 20 26 21 22 20 2109 20 27 20 31 25 21 27 25 38 25 23 25 23 22 20 30 20 132 34 146 75 24
internal_value=0 1.01868e-07 -4.78256e-08 4.83279e-08 -9.01028e-08 4.77113e-08 1.1078e-05 -1.30917e-07 2.40294e-08 -8.11166e-07 2.2374e-06 2.63823e-05 6.0642e-07 2.81778e-06 1.68581e-06 2.55117e-05 -1.08309e-07 -1.45474e-06 -1.68306e-07 -1.71999e-06 -3.14313e-07 -1.64171e-06 1.14048e-07 5.64234e-06 -6.88347e-06 1.84134e-06 -2.71494e-06 6.23934e-07 -2.10257e-06 -1.20396e-05
internal_weight=0 3101 3079 3059 3033 3012 48 2964 2942 2136 806 51 755 735 714 50 664 626 599 574 551 528 503 281 222 261 200 180 231 99
internal_count=3121 3101 3079 3059 3033 3012 48 2964 2942 2136 806 51 755 735 714 50 664 626 599 574 551 528 503 281 222 261 200 180 231 99
is_linear=0
shrinkage=0.1


Tree=4839
num_leaves=31
num_cat=0
split_feature=12 130 132 132 1203 39 33 12 47 9 3 47 41 12 47 481 42 481 484 0 484 475 1375 484 43 51 42 52 2 1456
split_gain=5.81552e-07 9.08178e-07 4.81112e-07 2.77118e-06 1.58082e-06 4.43532e-07 2.00736e-06 1.20995e-06 6.9064e-07 4.06902e-06 8.83699e-06 4.02551e-06 8.17681e-07 1.87235e-06 8.09993e-07 7.49446e-07 3.63618e-06 9.55243e-07 8.03587e-06 3.93346e-06 7.69948e-07 4.11797e-06 2.88207e-06 2.12312e-06 1.2819e-06 3.3303e-06 1.50544e-06 1.9285e-06 1.48573e-06 1.15977e-06
threshold=0.23631000000000002 -0.22461999999999996 -0.083174999999999985 -0.050879999999999988 0.089005000000000015 -1.0000000180025095e-35 -0.012019999999999998 -0.029094999999999999 0.094160000000000008 0.088235000000000022 -0.13309499999999996 0.096850000000000006 0.086565000000000017 0.086915000000000006 0.09055500000000001 -0.15689499999999998 0.089905000000000013 -0.086484999999999992 -0.081614999999999979 -0.086729999999999988 0.086135000000000017 -0.085684999999999997 -0.022119999999999997 0.085655000000000023 -0.095049999999999982 -0.085604999999999987 0.08623500000000002 -0.012164999999999999 0.088745000000000004 -0.14739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 7 -7 -5 9 12 -11 -10 14 -14 15 16 -8 18 19 -17 23 -22 -23 29 -24 -26 27 -27 -28 -19
right_child=-2 2 3 5 -6 6 8 -9 11 10 -12 -13 13 -15 -16 17 -18 20 -20 -21 21 22 24 -25 25 26 28 -29 -30 -31
leaf_value=1.837770776344567e-05 -1.58425156969414e-05 -1.3867923725905339e-06 3.2191200618938268e-05 -4.8165271291509277e-06 -2.720456930728898e-05 -2.7291905469071399e-05 1.2987028137937765e-05 2.8182723290228755e-05 4.3955750576666719e-05 1.7927234512171709e-05 -7.0066454871266619e-05 1.1730662633816254e-06 2.9147818876763582e-05 -1.0624213009577945e-05 1.7768059547961458e-05 1.8663073084705199e-05 -4.4746561816282341e-05 -2.1717338369433911e-05 6.4431473558670407e-05 -4.1843217596496376e-05 4.1723021496619806e-05 -3.5868859918082307e-05 -1.9941869413742098e-05 -3.3482343387731819e-05 3.7079968806210679e-05 -2.4775548687709189e-05 2.7732314257870413e-05 7.8081031862144731e-06 -1.8683595720712898e-06 -4.5676939742887916e-07
leaf_weight=27 23 195 27 25 27 27 24 20 24 21 25 263 29 20 25 21 20 26 20 22 27 20 20 20 30 39 30 34 39 1951
leaf_count=27 23 195 27 25 27 27 24 20 24 21 25 263 29 20 25 21 20 26 20 22 27 20 20 20 30 39 30 34 39 1951
internal_value=0 1.1762e-07 -4.29216e-08 3.06471e-07 -4.52679e-06 1.40797e-09 -1.58181e-07 9.84981e-06 1.08223e-07 -4.32741e-07 -2.98954e-05 4.75071e-06 1.27989e-07 1.29143e-05 -1.36594e-07 -3.27638e-07 -1.32555e-05 -8.02144e-08 1.20635e-05 -1.22936e-05 -4.22369e-07 4.94158e-06 2.57156e-07 -1.06432e-06 4.02028e-06 6.80658e-06 4.10792e-07 -9.5996e-06 1.10015e-05 -7.36372e-07
internal_weight=0 3098 3071 2849 222 2822 2777 45 2750 2463 46 287 2417 49 2368 2343 44 2299 63 43 2236 239 212 1997 192 172 142 73 69 1977
internal_count=3121 3098 3071 2849 222 2822 2777 45 2750 2463 46 287 2417 49 2368 2343 44 2299 63 43 2236 239 212 1997 192 172 142 73 69 1977
is_linear=0
shrinkage=0.1


Tree=4840
num_leaves=31
num_cat=0
split_feature=130 12 1204 1185 1186 1176 1176 393 394 9 10 124 9 12 16 1210 1209 13 1 1 42 4 12 4 4 4 13 151 43 4
split_gain=5.07709e-07 9.24695e-07 4.01895e-07 5.13894e-07 7.20429e-07 5.50188e-07 5.63833e-07 6.11017e-07 9.69386e-07 4.06209e-07 1.52454e-06 2.5603e-06 1.89137e-06 8.47795e-07 4.54859e-07 4.57214e-06 2.61185e-06 6.87889e-06 1.42563e-06 4.8485e-06 7.86141e-06 3.76488e-06 5.29104e-06 3.42271e-06 3.34909e-06 3.1733e-06 1.52665e-06 1.27113e-06 1.40507e-06 1.23035e-06
threshold=-0.23647499999999996 0.23631000000000002 0.053645000000000005 -0.10973499999999999 -0.092084999999999986 0.086510000000000017 1.0000000180025095e-35 -0.087924999999999989 -0.15150999999999998 0.092410000000000006 0.053330000000000009 -1.0000000180025095e-35 0.087755000000000014 -0.010834999999999999 -0.092484999999999984 -0.049339999999999995 -0.087714999999999987 -0.052719999999999996 0.077565000000000009 0.094090000000000021 0.083235000000000017 -0.0057249999999999992 0.085885000000000017 -0.00027999999999999998 -0.00059999999999999995 0.00063500000000000004 -0.092534999999999992 -1.0000000180025095e-35 -0.080554999999999974 0.16173500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -9 10 12 -12 14 -11 15 -10 17 -16 21 20 24 22 -17 -23 -20 -21 -22 -25 29 -29
right_child=1 -3 -4 4 5 -7 -8 8 9 13 11 -13 -14 -15 16 18 -18 -19 19 25 26 23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-1.5881677409197437e-05 -1.6133767421706582e-05 2.0531183269089195e-05 1.1474258235466551e-05 1.5634458978983559e-05 1.2928396416620154e-05 1.4877154353598599e-05 -1.6274317691899013e-05 -2.0378054947893058e-05 -4.9674567003421549e-05 2.2700631819569262e-05 4.8952408200247668e-06 -4.5098126593074999e-05 2.9830028437399527e-05 -4.4510346983968151e-06 5.8637194832464541e-05 4.8928302995148282e-05 -1.275222977720707e-07 -1.5605208462451024e-05 -8.551266870372708e-05 3.8621167987869182e-05 1.8576797236409433e-05 -3.9917204482910826e-05 -5.4777967720424804e-06 2.5667438194432179e-05 -2.8334465450825523e-05 -1.7852221524652584e-06 -1.8172346321989608e-05 -7.6657914905808873e-07 5.1432488098981028e-06 -3.3599826981247006e-05
leaf_weight=20 20 22 30 29 35 24 22 24 20 23 21 20 21 23 26 39 2081 24 21 21 26 22 33 20 20 261 20 25 107 21
leaf_count=20 20 22 30 29 35 24 22 24 20 23 21 20 21 23 26 39 2081 24 21 21 26 22 33 20 20 261 20 25 107 21
internal_value=0 1.02428e-07 -4.35387e-08 -1.56866e-07 -5.13728e-08 -2.03002e-07 -3.24617e-07 -2.05831e-07 -3.63316e-07 -1.9739e-07 -3.47906e-07 -1.94918e-05 -6.83843e-08 9.1248e-06 -2.93668e-07 -2.59622e-06 4.15142e-07 2.30008e-05 -1.11577e-06 -5.1431e-06 -2.57805e-05 4.45009e-06 2.39922e-05 -2.76545e-06 -5.76209e-05 1.22376e-06 2.59891e-06 1.95905e-06 -1.14009e-06 -1.57557e-05
internal_weight=0 3101 3079 3049 3029 3000 2976 2954 2919 2895 2849 41 2808 46 2787 656 2131 50 636 369 87 267 72 195 41 282 46 173 153 46
internal_count=3121 3101 3079 3049 3029 3000 2976 2954 2919 2895 2849 41 2808 46 2787 656 2131 50 636 369 87 267 72 195 41 282 46 173 153 46
is_linear=0
shrinkage=0.1


Tree=4841
num_leaves=31
num_cat=0
split_feature=12 130 10 0 0 124 97 34 45 142 9 2 43 457 43 1372 160 160 40 1456 150 49 0 43 51 159 43 12 12 130
split_gain=6.04575e-07 8.74133e-07 4.81293e-07 5.37748e-06 4.59205e-06 1.20666e-06 7.74152e-07 2.29078e-06 6.93994e-07 9.28972e-07 7.69931e-07 2.50063e-06 5.50142e-07 1.62141e-06 1.51861e-06 3.32336e-06 2.60724e-06 2.30992e-06 1.34891e-06 1.14498e-06 1.21904e-06 2.0553e-06 4.52848e-06 1.03347e-06 2.63693e-06 9.81033e-07 2.01628e-06 1.07156e-06 2.50781e-06 4.16116e-06
threshold=0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.084804999999999978 -1.0000000180025095e-35 -0.084639999999999979 -0.057544999999999992 0.094030000000000016 -1.0000000180025095e-35 0.092890000000000014 -0.090999999999999984 -0.088704999999999992 0.085360000000000005 -0.085739999999999997 -0.065504999999999994 -0.077459999999999987 -0.089744999999999978 -0.083564999999999987 0.080615000000000006 0.10375000000000002 -0.067649999999999988 -0.092089999999999991 -0.084359999999999991 -0.013439999999999999 0.10668000000000001 -0.090869999999999992 0.093965000000000007 0.090545000000000014 0.09290000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -4 -8 9 -9 11 -11 13 19 16 -16 17 -14 -17 20 21 22 -13 24 -20 26 27 28 29 -23
right_child=-2 2 6 4 5 -7 7 8 -10 10 -12 12 14 -15 15 18 -18 -19 23 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.8034469852594799e-05 -1.6153067682629943e-05 -4.831639382321858e-05 -1.768692078485401e-05 4.1255246651417116e-05 5.9875633942633265e-06 -2.3015543845872344e-05 2.5071564222516091e-05 2.0671956793772882e-05 -1.3965036314402824e-05 -3.0986459460809085e-05 1.6850104401345126e-05 9.6963438725493777e-06 -8.5544919705210755e-06 2.6565230950836852e-05 4.0594961294573299e-05 -2.5576949931183624e-05 5.0635644397399845e-06 -5.4426839259187025e-05 -5.0676574937824624e-06 2.4062494925270916e-05 2.3644876141175204e-05 -3.1837929836192895e-06 -5.4532363258528813e-05 -4.484583723285607e-07 4.1134657043412085e-05 -1.9136579556375399e-05 3.3166533202824037e-05 9.1250745722311229e-06 -2.2780406320356523e-05 4.2455655950660636e-05
leaf_weight=27 23 24 24 25 26 32 37 22 35 26 27 23 23 28 20 21 39 21 30 22 22 152 21 2122 21 21 21 114 49 23
leaf_count=27 23 24 24 25 26 32 37 22 35 26 27 23 23 28 20 21 39 21 30 22 22 152 21 2122 21 21 21 114 49 23
internal_value=0 1.19917e-07 -3.75867e-08 -6.62648e-06 5.42844e-06 -1.00142e-05 2.00271e-07 3.46289e-07 3.11548e-08 2.01959e-07 4.3723e-08 -1.17246e-07 1.70115e-07 3.19036e-06 -4.82057e-07 1.57871e-08 -1.37619e-05 -3.04481e-05 -3.54123e-07 1.79186e-06 6.93307e-07 -4.97577e-07 -2.09583e-05 -1.10368e-07 1.39568e-05 1.87156e-06 3.10044e-06 1.23243e-06 -2.78436e-06 2.81453e-06
internal_weight=0 3098 3071 107 83 58 2964 2940 2903 2868 2846 2819 2793 496 2297 2214 83 44 2194 468 446 424 44 2173 51 380 359 338 224 175
internal_count=3121 3098 3071 107 83 58 2964 2940 2903 2868 2846 2819 2793 496 2297 2214 83 44 2194 468 446 424 44 2173 51 380 359 338 224 175
is_linear=0
shrinkage=0.1


Tree=4842
num_leaves=31
num_cat=0
split_feature=130 12 0 43 457 4 151 15 15 160 484 3 3 42 43 130 13 0 403 16 15 43 43 43 2 1371 456 456 457 1446
split_gain=5.10548e-07 8.8546e-07 4.09474e-07 4.08581e-07 1.14833e-06 1.08918e-06 1.12114e-06 1.66875e-06 1.9619e-06 2.81191e-06 2.47485e-06 1.29653e-06 1.46611e-06 1.25406e-06 1.88832e-06 1.78024e-06 1.62654e-06 1.48287e-06 1.39706e-06 1.20615e-06 1.10742e-06 9.09279e-07 3.66714e-06 2.15567e-06 2.0707e-06 1.63425e-06 9.16896e-07 1.22397e-06 1.26156e-06 1.02208e-06
threshold=-0.23647499999999996 0.23631000000000002 0.22582000000000002 -0.088704999999999992 0.085360000000000005 0.10637500000000001 -0.0064299999999999991 -0.099734999999999976 -0.068899999999999975 -1.0000000180025095e-35 0.085845000000000019 -0.081054999999999974 -0.087784999999999988 -0.088249999999999981 -0.15879999999999997 0.085235000000000019 0.18141000000000002 -0.077809999999999976 -0.079154999999999989 -0.076669999999999988 -0.045854999999999993 -0.085739999999999997 -0.086304999999999979 -0.085474999999999982 0.088055000000000008 0.083235000000000017 0.10512000000000001 0.091580000000000009 -0.11701499999999999 -0.088809999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 11 -8 9 -9 13 12 -2 15 16 17 -15 -10 -17 -16 -7 22 24 -23 -5 26 27 28 -25 -30
right_child=1 -3 -4 21 -6 20 7 8 10 -11 -12 -13 -14 14 19 18 -18 -19 -20 -21 -22 23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-1.5926018768368522e-05 -3.567966347406115e-06 2.0093371077481689e-05 -1.4302202935141396e-05 1.7685984010833117e-05 2.1587847237848717e-05 -1.4909322781813504e-06 3.0099300336307633e-05 5.9965013647075363e-06 -3.5765391578479468e-05 -3.8182641001185407e-05 4.0380851853461498e-05 1.3707199161130814e-05 -3.7173010805418021e-05 -1.5672119674048657e-05 3.9049762146532888e-05 -1.3129560087626096e-05 1.7754355803845103e-05 1.1033212467737031e-06 1.9009381230716829e-05 1.2558998216925167e-05 -2.8769368187071945e-05 3.1793333116746947e-05 -4.8111482392414473e-05 2.1332110140469419e-05 -1.6472814624850999e-05 -2.4849356736080219e-05 -1.7781754976222772e-05 1.9532732389393461e-05 -2.1384910470932602e-05 -1.9861179590712673e-07
leaf_weight=20 37 22 20 35 30 46 26 34 24 25 21 21 20 37 25 21 24 20 38 55 22 21 20 27 36 27 29 32 23 2283
leaf_count=20 37 22 20 35 30 46 26 34 24 25 21 21 20 37 25 21 24 20 38 55 22 21 20 27 36 27 29 32 23 2283
internal_value=0 1.02712e-07 -4.01245e-08 5.31222e-08 2.58927e-06 1.44016e-06 3.30801e-06 5.72415e-06 3.76812e-06 -1.27235e-05 7.43983e-06 -7.53364e-06 -1.53592e-05 4.60475e-06 1.07321e-05 -3.78318e-06 -2.52072e-06 -1.90069e-05 7.5701e-06 2.08374e-05 -1.03163e-05 -4.73531e-07 -1.02884e-05 -1.07786e-07 3.6603e-07 -3.84499e-07 -1.0858e-07 1.08131e-07 -1.58301e-07 -4.09924e-07
internal_weight=0 3101 3079 3059 526 496 428 350 324 59 265 78 57 244 141 103 61 44 59 80 68 2533 91 2442 71 2421 2394 2365 2333 2306
internal_count=3121 3101 3079 3059 526 496 428 350 324 59 265 78 57 244 141 103 61 44 59 80 68 2533 91 2442 71 2421 2394 2365 2333 2306
is_linear=0
shrinkage=0.1


Tree=4843
num_leaves=31
num_cat=0
split_feature=12 4 12 15 142 11 481 159 3 2 403 481 481 15 1453 1455 1456 1456 158 45 1456 1456 1455 43 1452 50 403 4 16 2
split_gain=6.22478e-07 8.32879e-07 5.31221e-07 1.32636e-06 1.18422e-06 9.91083e-07 5.64491e-07 2.09919e-06 1.65868e-06 2.6985e-06 1.45936e-06 1.52213e-06 1.31761e-06 2.52557e-06 1.24916e-06 6.09692e-07 8.34231e-07 8.87444e-07 9.60032e-07 8.2056e-07 9.72637e-07 7.30932e-07 1.69186e-06 2.90129e-06 1.07673e-06 9.22652e-07 2.73707e-06 5.00579e-06 1.9864e-06 3.45567e-06
threshold=0.23631000000000002 0.63113500000000011 0.12757000000000002 -0.079249999999999987 -0.057499999999999989 -0.014494999999999999 -0.087424999999999989 -0.085489999999999997 -0.071799999999999989 0.085785000000000014 -0.56738999999999995 -0.085749999999999979 -0.081614999999999979 0.040760000000000005 -0.085754999999999984 -0.24112999999999998 -0.15024999999999997 -0.085209999999999994 -0.47060499999999994 0.084355000000000013 0.12676500000000004 -0.081594999999999987 0.090900000000000022 -0.06984499999999999 0.081315000000000012 0.090630000000000016 -0.074254999999999988 -0.078629999999999992 -0.065229999999999996 0.089320000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 7 -7 9 -9 -8 -12 13 -13 -14 -16 -17 -18 -19 20 21 -20 24 -24 25 -23 27 -27 -28 -30
right_child=-2 -3 3 -5 5 6 10 8 -10 -11 11 12 14 -15 15 16 17 18 19 -21 -22 22 23 -25 -26 26 28 -29 29 -31
leaf_value=2.276833149113847e-05 -1.6390488302852685e-05 1.729050851021644e-05 -3.0411556217586625e-05 1.477101250202395e-07 -2.1156271412275438e-05 -3.3750916499348419e-05 2.6675576256301223e-05 3.4790342457805919e-05 -2.4509933600711518e-05 -8.2642843252058904e-06 -2.6606126456976027e-05 -7.2197540112028941e-06 -2.4747748529989621e-05 4.2433427006471908e-05 1.4512447160086595e-05 -1.4342115594864971e-05 1.5984320035360925e-05 -1.6274781727198778e-05 -1.6981770587184051e-05 1.5606354507846326e-05 -1.9052512386854059e-05 -3.6847470069012191e-07 4.2572330439725196e-05 -7.8467624873502201e-06 -2.2909095123395672e-05 5.6547430924385685e-05 -4.3858963962192086e-06 -1.9188248955970269e-06 -6.9336953782948447e-06 3.6000557300116944e-05
leaf_weight=23 23 28 20 49 22 23 21 24 20 37 21 20 20 21 30 39 36 35 24 35 26 2133 25 21 20 27 191 32 37 38
leaf_count=23 23 28 20 49 22 23 21 24 20 37 21 20 20 21 30 39 36 35 24 35 26 2133 25 21 20 27 191 32 37 38
internal_value=0 1.21686e-07 -3.49027e-08 -8.71005e-06 1.64559e-07 -1.00167e-08 1.47364e-07 -7.08923e-06 4.81371e-07 8.67524e-06 4.11251e-07 2.16426e-07 4.16879e-07 1.82124e-05 1.53385e-07 3.3455e-07 1.78119e-07 3.89421e-07 1.77085e-07 3.97788e-07 1.90989e-07 3.87352e-07 5.5251e-07 1.95549e-05 1.99761e-07 3.87791e-07 5.35122e-06 2.48369e-05 1.0292e-06 1.48197e-05
internal_weight=0 3098 3070 69 3001 2978 2956 104 81 61 2852 2831 2810 41 2769 2749 2719 2680 2644 2609 2574 2548 2524 46 2478 2458 325 59 266 75
internal_count=3121 3098 3070 69 3001 2978 2956 104 81 61 2852 2831 2810 41 2769 2749 2719 2680 2644 2609 2574 2548 2524 46 2478 2458 325 59 266 75
is_linear=0
shrinkage=0.1


Tree=4844
num_leaves=31
num_cat=0
split_feature=12 130 130 399 16 393 394 42 390 39 33 4 9 12 15 44 158 31 3 4 1452 131 131 0 1447 16 1456 481 13 403
split_gain=5.04208e-07 8.44744e-07 4.20325e-07 5.50298e-07 1.93692e-06 6.60713e-07 6.32617e-07 1.61807e-06 1.34667e-06 4.53479e-07 1.71285e-06 9.28694e-07 8.03338e-07 8.69446e-07 6.13902e-07 4.26114e-07 1.73233e-06 5.55778e-07 9.79768e-07 6.38305e-07 4.65547e-07 6.58755e-07 2.69429e-06 6.45314e-06 2.31985e-06 8.20308e-06 2.22054e-06 2.02959e-06 5.75786e-06 1.78431e-06
threshold=0.23631000000000002 -0.22461999999999996 -0.14628999999999995 0.093190000000000009 -0.077589999999999978 0.11146500000000002 -0.12099999999999998 -0.027559999999999998 0.090205000000000007 -1.0000000180025095e-35 -0.012019999999999998 0.055260000000000011 0.089995000000000006 0.085250000000000006 -0.56020999999999987 0.099360000000000018 -0.47356499999999996 -1.0000000180025095e-35 -0.0025099999999999996 0.59999500000000017 -0.069739999999999983 0.090690000000000007 0.089415000000000008 -0.081674999999999984 1.0000000180025095e-35 -0.032969999999999992 -0.065759999999999985 -0.087424999999999989 -0.08645499999999999 -0.55327499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 -4 9 11 -11 -8 14 -14 -12 16 -16 18 -18 20 -19 22 24 -24 27 -26 -23 28 -22 -29
right_child=-2 2 3 4 -6 -7 8 -9 -10 10 12 -13 13 -15 15 -17 17 19 -20 -21 21 26 23 -25 25 -27 -28 29 -30 -31
leaf_value=1.7720349205774255e-05 -1.4751440973826824e-05 -1.351310517708518e-05 -5.149572056185347e-06 -4.8926269543600844e-06 3.15839992557206e-05 -1.465883039394788e-05 2.4778513100252237e-05 3.2171278386764854e-05 -2.4816713680179835e-05 -2.5211532310667855e-05 -1.7592231633898338e-05 -3.1378513365500392e-06 2.4381498159138055e-05 -1.5566111111790331e-06 2.6324761332944036e-05 -1.1860927630020039e-05 -8.6093225440385556e-07 -1.1664328684780819e-05 -2.7019725686321703e-05 1.6692991883483837e-05 1.6817207648747845e-05 3.4285313940136292e-05 -6.6379624186083675e-05 1.3951824681726067e-05 5.8177109862559265e-05 -1.9074735913212259e-05 2.0406893297505397e-06 2.763390889215415e-05 -5.0709053988486274e-05 -3.7329313081625167e-07
leaf_weight=27 23 23 26 37 24 31 22 21 22 27 20 26 28 24 25 30 45 34 21 23 23 23 20 20 28 27 299 23 28 2071
leaf_count=27 23 23 26 37 24 31 22 21 22 27 20 26 28 24 25 30 45 34 21 23 23 23 20 20 28 27 299 23 28 2071
internal_value=0 1.09521e-07 -4.53121e-08 5.6315e-08 9.45883e-06 -1.35702e-07 1.66045e-08 1.15257e-05 -1.69345e-07 1.84769e-08 -1.44488e-07 9.65715e-06 9.61988e-08 1.24101e-05 -1.35802e-07 -8.38237e-09 1.22827e-07 -1.21139e-07 -9.18418e-06 1.07254e-07 -3.96924e-08 1.14577e-07 -4.93385e-07 -2.62139e-05 -2.57394e-08 2.02535e-05 4.34388e-06 -5.45719e-07 -2.0256e-05 -6.56687e-08
internal_weight=0 3098 3071 3048 61 2987 2956 47 2909 2887 2839 48 2812 52 2760 2740 2710 2685 66 2619 2596 2562 2240 40 2200 55 322 2145 51 2094
internal_count=3121 3098 3071 3048 61 2987 2956 47 2909 2887 2839 48 2812 52 2760 2740 2710 2685 66 2619 2596 2562 2240 40 2200 55 322 2145 51 2094
is_linear=0
shrinkage=0.1


Tree=4845
num_leaves=31
num_cat=0
split_feature=130 12 403 3 2 403 1210 1210 13 13 160 1371 16 403 1373 456 480 13 0 15 160 160 2 2 2 16 2 2 16 3
split_gain=4.89639e-07 9.86239e-07 4.40876e-07 4.74486e-06 6.41833e-06 8.80589e-07 7.35297e-07 7.28278e-07 5.73096e-07 3.06616e-06 4.96871e-06 4.02602e-06 3.68959e-06 2.2032e-06 1.43607e-06 1.64258e-06 1.4258e-06 1.27945e-06 6.65576e-06 4.53462e-06 1.71523e-06 4.32102e-06 2.05903e-06 3.20253e-06 7.68176e-06 5.46972e-06 3.16073e-06 2.72573e-06 1.71541e-06 1.70209e-06
threshold=-0.23647499999999996 0.23631000000000002 -0.54448499999999989 -0.085784999999999986 0.089885000000000007 -0.5335399999999999 -0.3960249999999999 -0.094799999999999982 -0.084774999999999989 -0.085804999999999979 -0.089549999999999991 0.083235000000000017 -0.0087049999999999992 -0.52641999999999989 0.078175000000000008 0.088285000000000016 -0.088394999999999987 -0.087324999999999986 -0.087794999999999998 -0.092489999999999989 0.085130000000000011 0.0030550000000000004 0.10005000000000001 0.084055000000000005 0.084715000000000013 -0.14158499999999996 0.085730000000000015 0.11263500000000001 -0.08595499999999999 -0.081574999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 -7 -8 9 11 -11 14 -12 -10 15 17 -15 20 19 -19 21 22 23 29 -25 -26 -27 -24 -29 -9
right_child=1 -3 5 4 -6 6 7 8 13 10 12 -13 -14 16 -16 -17 -18 18 -20 -21 -22 -23 27 24 25 26 -28 28 -30 -31
leaf_value=-1.5596493885823295e-05 3.056113167655316e-05 2.1198226216835214e-05 1.8822171114152297e-05 -5.7770670200288466e-05 1.5941646398416545e-05 -1.867033059256972e-05 1.5354920543036464e-05 2.5339230165086893e-05 3.3048257215081583e-05 8.854862440525073e-06 -6.5431264627275392e-05 4.4047296810560966e-05 -1.1543910223584438e-05 2.7067385362897765e-05 -2.7205696512412817e-05 2.0772299558302622e-05 2.3850524167544136e-07 -2.7360595742634148e-05 -4.3643951336882483e-05 3.1111267748605718e-05 -1.5220866065507064e-05 4.3447636054831193e-05 3.5369501023296838e-05 -6.476144643966109e-05 -4.3591431118935971e-05 3.051163629138363e-05 -5.3636994114943569e-06 1.2225927135053403e-05 -1.1686495053254476e-05 1.3012326066412232e-07
leaf_weight=20 22 22 25 27 21 21 31 37 21 35 27 20 24 20 21 34 2069 21 40 36 65 24 32 25 30 33 96 75 50 97
leaf_count=20 22 22 25 27 21 21 31 37 21 35 27 20 24 20 21 34 2069 21 40 36 65 24 32 25 30 33 96 75 50 97
internal_value=0 1.00599e-07 -5.01476e-08 -7.89555e-06 -2.55215e-05 1.32364e-07 -2.42192e-08 1.07933e-07 -5.32728e-08 -2.29322e-06 -2.01602e-05 -2.05498e-07 -4.00725e-05 8.1935e-07 -1.44161e-06 -6.63126e-07 4.95364e-07 -1.7657e-06 -1.23745e-05 9.569e-06 5.88546e-08 2.0492e-06 -4.25115e-08 -4.66867e-06 -1.32327e-05 -5.13065e-06 3.81371e-06 9.32767e-06 2.66096e-06 7.09085e-06
internal_weight=0 3101 3079 70 48 3009 2984 2963 2932 822 86 736 51 2110 716 695 2089 661 97 57 564 499 475 318 184 159 129 157 125 134
internal_count=3121 3101 3079 70 48 3009 2984 2963 2932 822 86 736 51 2110 716 695 2089 661 97 57 564 499 475 318 184 159 129 157 125 134
is_linear=0
shrinkage=0.1


Tree=4846
num_leaves=31
num_cat=0
split_feature=12 130 10 0 15 52 33 97 9 45 142 52 150 52 3 43 15 52 403 13 151 13 51 4 399 132 393 52 403 0
split_gain=5.37886e-07 7.75138e-07 4.33942e-07 4.65289e-06 4.21815e-06 1.45553e-06 7.6535e-07 5.84473e-07 1.12057e-06 5.26514e-07 6.68305e-07 5.23234e-07 1.48863e-06 1.31877e-06 4.81406e-06 3.54777e-06 3.38078e-06 3.06765e-06 3.50349e-06 1.47743e-06 1.20802e-06 1.18731e-06 2.51378e-06 4.33167e-06 1.0089e-06 2.43408e-05 1.59629e-06 1.27016e-06 1.1228e-06 3.02227e-06
threshold=0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.049749999999999996 -1.0000000180025095e-35 -0.084639999999999979 -0.075689999999999993 0.094030000000000016 -1.0000000180025095e-35 0.091275000000000009 0.08882000000000001 0.10160000000000001 -0.080484999999999987 -0.036954999999999995 0.089740000000000014 0.10611000000000001 -0.44023999999999991 -0.15714499999999998 -0.08317999999999999 -0.16152999999999998 -0.067899999999999974 -0.0086549999999999978 0.091580000000000009 -0.083284999999999984 0.11170000000000001 0.090245000000000006 -0.54448499999999989 -0.086234999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -4 -8 -9 10 -10 21 13 14 15 -13 -16 -15 -19 -20 -21 22 -12 -24 26 -26 27 28 29 -23
right_child=-2 2 6 4 5 -7 7 8 9 -11 11 12 -14 17 16 -17 -18 18 19 20 -22 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=1.6982791115609604e-05 -1.5236143343352759e-05 -4.5071159153546132e-05 1.6645351576828815e-05 3.5684168412037001e-05 3.6447689628152274e-06 -2.9281233015353791e-05 -1.5507813649643747e-05 2.3178263455476904e-05 1.7505901111938081e-05 -1.2195993882154913e-05 2.2857923495394063e-05 -2.366079269659867e-05 2.0522634501200324e-05 2.6754557256936096e-05 -6.8068725778132268e-05 2.5105768488304294e-05 -1.1974003064096907e-05 -4.1592284928217695e-05 2.3100300187133661e-05 -2.5737839578968391e-05 -1.6990876204726562e-06 1.4940517782881879e-05 -5.7429318594586228e-05 -4.8227215403231746e-06 7.6513643261932887e-05 -6.5908398963594142e-05 -2.6473453155111724e-05 2.3199976672353492e-05 1.3488276557093449e-06 -3.3522744298909766e-05
leaf_weight=27 23 24 28 29 29 25 24 21 22 35 20 26 27 36 21 35 22 23 23 22 420 22 20 72 28 21 21 26 1918 31
leaf_count=27 23 24 28 29 29 25 24 21 22 35 20 26 27 36 21 35 22 23 23 22 420 22 20 72 28 21 21 26 1918 31
internal_value=0 1.13114e-07 -3.52025e-08 -6.29158e-06 4.92179e-06 -1.15988e-05 1.90652e-07 3.37271e-08 1.61817e-07 -5.37298e-09 1.44022e-07 9.24371e-09 -2.46907e-06 -3.45757e-06 -1.37438e-05 4.32002e-06 -3.93691e-05 -1.41603e-06 -3.49419e-06 -1.60977e-06 -2.89559e-06 7.54216e-07 -9.27378e-06 -1.62589e-05 1.29758e-06 1.54756e-05 9.53317e-07 1.24173e-06 9.52074e-07 -1.34059e-05
internal_weight=0 3098 3071 107 83 54 2964 2936 2912 2891 2856 2834 655 628 104 61 43 524 488 465 442 2179 112 92 2067 49 2018 1997 1971 53
internal_count=3121 3098 3071 107 83 54 2964 2936 2912 2891 2856 2834 655 628 104 61 43 524 488 465 442 2179 112 92 2067 49 2018 1997 1971 53
is_linear=0
shrinkage=0.1


Tree=4847
num_leaves=31
num_cat=0
split_feature=132 132 1203 45 130 15 44 46 1456 47 47 47 34 34 0 11 484 43 15 13 0 12 12 481 13 481 13 481 43 1213
split_gain=6.15128e-07 2.67238e-06 1.21114e-06 5.03533e-07 5.01821e-07 9.63287e-07 4.70219e-07 1.55178e-06 5.19303e-07 5.14314e-07 4.31822e-06 1.85891e-06 7.70405e-07 1.15417e-06 4.3435e-06 9.64e-07 5.75247e-07 8.40325e-07 5.76021e-07 1.37931e-06 8.49873e-07 7.71729e-07 1.11631e-06 5.57018e-07 2.57656e-06 7.95098e-07 4.48687e-06 8.92881e-07 3.41384e-06 5.98879e-07
threshold=-0.083174999999999985 -0.050879999999999988 0.089005000000000015 -1.0000000180025095e-35 -0.23647499999999996 -0.5556049999999999 0.084760000000000016 0.10253500000000002 0.11772000000000001 0.092165000000000011 0.096475000000000019 0.089785000000000018 -0.112215 -0.057544999999999992 -0.069444999999999993 -1.0000000180025095e-35 -0.078424999999999981 0.0047850000000000011 -0.11713499999999999 -0.080519999999999994 -0.09595999999999999 0.089005000000000015 0.096475000000000019 -0.15689499999999998 -0.081224999999999978 -0.086484999999999992 -0.085744999999999988 -0.081434999999999994 -0.014584999999999999 -0.24064499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 8 -8 9 11 -11 12 -7 14 -14 -15 -12 18 19 -18 -20 -22 -23 24 -17 26 -25 28 -27 -29
right_child=1 3 -4 4 5 6 7 -9 -10 10 16 -13 13 15 -16 23 17 -19 20 -21 21 22 -24 25 -26 27 -28 29 -30 -31
leaf_value=-2.3247847050301155e-06 3.1702279806335419e-05 -1.4976568838226905e-05 -2.4923044023765853e-05 -1.557402772959904e-05 1.5929455024049204e-05 -1.7904866122673572e-05 3.1190468398563098e-05 -5.2800293165741353e-06 -1.152474086001558e-05 -3.7935488050303928e-05 -1.1036760866368746e-05 3.0922688010832645e-05 5.0796055923759323e-05 -2.1725153064835468e-05 -5.8727944163868086e-06 -3.6915046121066555e-05 9.7912813921206319e-06 -1.6813254096632593e-05 2.7899705264644582e-05 -1.8161452652337529e-05 -6.8382072694315438e-06 2.709884388254809e-05 -3.1874253843191338e-07 -1.6995133140379288e-05 1.3236885587546221e-05 -3.7393106088399824e-05 3.692014034282748e-05 -7.4254781793570151e-06 1.0080314558363723e-05 9.0874346426011851e-07
leaf_weight=195 27 22 27 20 39 23 20 28 39 33 36 20 21 20 38 20 41 20 20 31 34 27 33 29 21 28 33 90 33 2053
leaf_count=195 27 22 27 20 39 23 20 28 39 33 36 20 21 20 38 20 41 20 20 31 34 27 33 29 21 28 33 90 33 2053
internal_value=0 3.88493e-07 -5.07322e-06 9.41088e-08 2.10444e-07 3.21995e-07 1.03904e-07 9.91601e-06 -6.77987e-08 9.74457e-08 -4.00137e-06 5.61494e-07 3.0943e-07 4.85008e-07 1.42975e-05 1.34799e-07 6.2601e-07 2.66416e-06 4.75851e-06 -2.24392e-06 9.1811e-06 5.19842e-06 1.20192e-05 3.24309e-07 -1.12275e-05 5.33321e-07 1.17017e-05 2.19147e-07 -1.17108e-05 5.58729e-07
internal_weight=0 2899 222 2872 2850 2830 2791 48 2743 2704 275 2429 2409 2386 59 2327 242 206 186 72 114 94 60 2307 41 2266 62 2204 61 2143
internal_count=3121 2899 222 2872 2850 2830 2791 48 2743 2704 275 2429 2409 2386 59 2327 242 206 186 72 114 94 60 2307 41 2266 62 2204 61 2143
is_linear=0
shrinkage=0.1


Tree=4848
num_leaves=31
num_cat=0
split_feature=132 399 1203 130 394 1177 130 2 130 13 0 394 394 46 46 1428 1201 42 1204 132 2 42 12 0 3 3 1375 3 403 49
split_gain=5.04157e-07 2.81003e-06 1.83889e-06 5.39439e-07 6.17267e-07 7.1637e-07 6.87488e-07 8.40635e-07 6.55642e-07 2.43192e-06 5.69326e-06 1.07332e-06 1.02446e-06 4.68199e-07 1.03167e-06 7.59899e-07 4.70592e-07 4.36061e-07 5.93797e-07 1.04867e-06 1.32631e-06 1.12291e-06 5.90997e-07 4.25129e-07 5.04992e-07 6.7602e-06 4.89515e-06 4.47058e-06 2.46718e-06 1.84659e-06
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 -0.22699999999999995 0.0066850000000000008 -0.083384999999999973 -0.079354999999999981 0.088055000000000008 -0.004729999999999999 -0.010094999999999998 -0.083674999999999986 -0.0065099999999999993 -0.078674999999999981 0.10562000000000001 0.083550000000000013 -0.070379999999999984 -0.081779999999999978 -0.015274999999999999 -0.08130999999999998 -0.41094499999999995 0.097385000000000013 -0.074124999999999983 0.087385000000000004 0.22582000000000002 -0.086049999999999988 -0.086424999999999988 -0.15308499999999997 -0.085709999999999995 -0.55049499999999985 0.11042000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 17 -2 5 -5 7 -7 9 -8 -11 -10 -12 14 15 -13 -17 18 -1 20 -20 -21 -19 24 25 26 -18 -26 -29 -28
right_child=1 -3 -4 4 -6 6 8 -9 11 10 12 13 -14 -15 -16 16 23 22 19 21 -22 -23 -24 -25 27 -27 29 28 -30 -31
leaf_value=1.4034513882658453e-05 -1.4940817998384168e-05 2.7361514783383189e-05 -3.3545484307069273e-05 1.8656791300080452e-05 -1.5222976823172128e-05 -1.8905722895553859e-06 1.3958902121830211e-05 2.1446347085602061e-05 1.6646611425713698e-05 -6.3767103866894104e-05 -1.4400481160484324e-05 1.5069780128021992e-05 1.5783623323593266e-05 1.3835583589146459e-05 -2.1280833037883936e-05 1.5074189995516463e-05 -4.8910522837104507e-05 1.7031290617808281e-06 -6.4335069131023676e-06 1.5161721703786195e-06 2.8434549512894592e-05 -2.7504188085458737e-05 -1.6974466989773241e-05 -1.4847563143121079e-05 -4.0731536241115206e-05 4.4915879461768784e-05 2.1999712527888604e-08 3.0733035004232083e-05 -9.055911903423798e-07 2.3665243347100582e-05
leaf_weight=30 24 38 20 21 26 29 33 33 39 20 23 33 22 24 23 20 20 32 24 30 20 24 36 20 28 35 588 25 1746 35
leaf_count=30 24 38 20 21 26 29 33 33 39 20 23 33 22 24 23 20 20 32 24 30 20 24 36 20 28 35 588 25 1746 35
internal_value=0 3.46568e-07 -4.66103e-06 -1.14956e-08 1.14535e-07 2.56095e-07 1.17892e-07 1.05307e-05 -1.18243e-07 -8.14969e-06 -1.93741e-05 1.80346e-07 3.56192e-07 -6.69328e-08 -1.9661e-07 -6.43898e-09 -2.04101e-07 -1.71364e-06 1.72427e-06 -2.04417e-06 9.41561e-06 -1.13818e-05 -8.18501e-06 -3.26474e-07 -2.09227e-07 2.11661e-06 -2.1305e-07 -1.08578e-06 -4.5897e-07 1.35027e-06
internal_weight=0 2905 216 2867 2843 2817 2796 62 2734 98 65 2636 45 2597 2573 2550 2517 196 128 98 44 54 68 2497 2477 678 643 1799 1771 623
internal_count=3121 2905 216 2867 2843 2817 2796 62 2734 98 65 2636 45 2597 2573 2550 2517 196 128 98 44 54 68 2497 2477 678 643 1799 1771 623
is_linear=0
shrinkage=0.1


Tree=4849
num_leaves=31
num_cat=0
split_feature=12 130 421 9 10 2 11 12 147 448 45 1429 156 1425 1426 48 0 3 3 3 1 15 16 403 1209 394 482 1177 4 403
split_gain=4.61002e-07 7.89597e-07 4.11134e-07 1.08838e-06 1.12919e-06 2.2038e-06 1.57823e-06 1.11186e-06 7.28937e-07 1.21468e-06 5.73657e-07 9.23678e-07 1.45936e-06 7.47592e-07 6.88138e-07 5.52971e-07 8.09419e-07 5.42597e-07 2.34385e-06 4.66648e-06 4.62319e-06 5.90245e-06 3.33623e-06 2.03645e-06 2.09544e-06 1.99301e-06 1.43663e-06 1.29856e-06 1.16561e-06 5.31016e-06
threshold=0.23631000000000002 -0.22461999999999996 -1.0000000180025095e-35 0.092410000000000006 0.053330000000000009 -0.15339499999999998 -1.0000000180025095e-35 -0.015429999999999998 0.097985000000000017 1.0000000180025095e-35 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 -0.091869999999999993 -0.24955499999999997 -0.082594999999999988 -0.083344999999999989 -0.083654999999999993 0.090840000000000018 0.089595000000000022 -0.015314999999999997 -0.5341999999999999 -0.083969999999999989 0.10276 0.099315000000000014 -0.074249999999999997 -0.078629999999999992 0.0033700000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4 -5 9 10 11 -8 13 14 15 -13 -17 18 19 25 21 22 -20 -19 -25 26 -18 -26 29 -29
right_child=-2 2 3 7 5 -7 8 -9 -10 -11 -12 12 -14 -15 -16 16 17 23 20 -21 -22 -23 -24 24 27 -27 -28 28 -30 -31
leaf_value=1.7131011308838088e-05 -1.4105261221709004e-05 -1.4335817995743129e-05 2.6144051397473641e-05 -6.1286794204664024e-07 7.097667557900422e-06 -3.9284776643658657e-05 -2.1751139800016973e-05 3.1556123506313521e-05 -1.4498656489325055e-05 2.2909260239786186e-05 1.1300858577035184e-05 -1.3033136276456337e-05 2.6732059559435584e-05 -1.7950308983927243e-05 1.8257229626215122e-05 1.9355927746627934e-05 9.2828612133528128e-07 -2.5419554419516192e-05 -1.0304431600616227e-05 -4.1098477260203693e-05 -2.5072412782243367e-05 7.1510389848712799e-05 4.1759828563954221e-05 2.2816661102196024e-05 2.3708025058652995e-05 2.9495725798985479e-05 -2.3835714000597366e-05 -1.4810381839202003e-05 -7.2738529299410923e-07 2.8000127397664239e-05
leaf_weight=27 23 20 23 21 20 21 20 22 35 23 43 34 20 24 20 21 980 35 32 27 21 22 20 36 20 24 24 196 1233 34
leaf_count=27 23 20 23 21 20 21 20 22 35 23 43 34 20 24 20 21 980 35 32 27 21 22 20 36 20 24 24 196 1233 34
internal_value=0 1.04718e-07 -4.49761e-08 4.87037e-08 -1.77118e-07 -1.66592e-05 5.06428e-08 1.58457e-05 -1.53212e-07 1.93871e-08 -1.63034e-07 -3.36424e-07 -1.84708e-07 -3.76765e-07 -2.24996e-07 -3.58974e-07 -2.00837e-07 -3.5272e-07 1.29397e-06 -6.07566e-08 1.63386e-05 2.80903e-05 9.72028e-06 -1.57131e-06 -1.02181e-06 1.01708e-06 3.36318e-07 -1.6005e-06 -1.94648e-06 -8.48187e-06
internal_weight=0 3098 3071 3051 3008 41 2967 43 2944 2909 2886 2843 2823 2803 2779 2759 2725 2704 1150 1055 95 74 52 1554 1519 1028 1004 1483 1463 230
internal_count=3121 3098 3071 3051 3008 41 2967 43 2944 2909 2886 2843 2823 2803 2779 2759 2725 2704 1150 1055 95 74 52 1554 1519 1028 1004 1483 1463 230
is_linear=0
shrinkage=0.1


Tree=4850
num_leaves=31
num_cat=0
split_feature=132 1185 394 1213 1213 1213 1213 403 12 1210 52 13 401 401 403 43 133 1210 13 1208 1210 1213 1213 1213 1210 1209 1209 402 402 0
split_gain=4.36425e-07 2.26347e-06 1.06725e-06 4.32644e-07 4.4495e-06 3.37155e-06 2.68897e-06 1.7209e-06 4.28558e-06 2.43277e-06 1.227e-06 1.05081e-06 1.2383e-06 6.73903e-07 1.79317e-06 1.85109e-06 1.33427e-06 1.03139e-06 2.41382e-06 1.08874e-06 1.09683e-06 6.88238e-07 1.49529e-06 7.71409e-07 2.1397e-06 8.79971e-07 6.91673e-07 6.29724e-07 8.48599e-07 7.75723e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.013605000000000001 -0.087969999999999979 -0.090324999999999989 -0.085284999999999986 -0.082414999999999974 -0.0047449999999999992 0.085635000000000003 -0.018549999999999994 0.094465000000000007 -0.010739999999999998 0.10493000000000001 -0.06959499999999999 -0.072624999999999981 0.05259500000000001 0.51114000000000004 0.0028200000000000005 -0.059629999999999996 0.10480500000000002 -0.23316499999999998 -0.077179999999999985 -0.063509999999999997 -0.020279999999999996 -0.078184999999999991 -0.083969999999999989 -1.0000000180025095e-35 0.11174500000000002 0.099740000000000009 -0.087414999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 7 -5 -7 8 -3 -9 11 12 -11 14 -8 -16 17 19 -19 20 -15 -22 -23 -24 -25 -26 -27 28 -28 -30
right_child=1 3 -4 5 -6 6 13 9 -10 10 -12 -13 -14 16 15 -17 -18 18 -20 -21 21 22 23 24 25 26 27 -29 29 -31
leaf_value=-2.0320901488849447e-06 3.3038650213884902e-05 5.0722145949423845e-05 -2.5724050456552679e-05 3.1261320291378073e-05 -4.9146186665893768e-05 -3.0263627082478769e-05 2.8543196223533113e-05 -3.1551147884556485e-05 -9.038339898584778e-06 2.6160770796516722e-05 -2.0168954489328091e-05 -1.3352471796679311e-05 -1.0319829787917887e-06 2.358850526434253e-05 1.7106623359030069e-05 -2.540235005653813e-05 -1.8764070810485048e-05 4.1493741648537259e-05 -3.356166516823578e-06 -2.3160682067100426e-05 1.3249719230747687e-05 -2.6709036319516599e-05 1.6026824866154736e-05 -3.1150182977316124e-05 1.9233091234127644e-05 -1.8530625857238193e-05 5.5510353215285814e-08 -1.3779917316014691e-05 4.7820590615239264e-05 -3.258066013326503e-05
leaf_weight=201 21 21 21 35 20 29 30 28 28 34 21 20 33 20 21 20 37 20 30 20 39 21 30 22 24 20 2174 32 28 21
leaf_count=201 21 21 21 35 20 29 30 28 28 34 21 20 33 20 21 20 37 20 30 20 39 21 30 22 24 20 2174 32 28 21
internal_value=0 3.27238e-07 -4.27322e-06 8.85511e-08 -4.33879e-06 4.28096e-07 1.90125e-08 5.05258e-07 1.65733e-05 -5.28396e-06 1.52605e-06 6.76277e-06 1.27673e-05 3.55615e-07 9.96462e-06 -3.62946e-06 8.68054e-08 3.65687e-07 1.45838e-05 7.56397e-08 2.66807e-07 7.33457e-08 -1.43298e-07 9.39971e-08 -1.11942e-07 1.85075e-07 -1.58715e-08 1.48339e-07 3.48836e-07 1.33629e-05
internal_weight=0 2899 222 2878 205 2673 2638 185 49 136 108 87 67 2609 71 41 2538 2501 50 2451 2431 2411 2372 2351 2321 2299 2275 2255 2223 49
internal_count=3121 2899 222 2878 205 2673 2638 185 49 136 108 87 67 2609 71 41 2538 2501 50 2451 2431 2411 2372 2351 2321 2299 2275 2255 2223 49
is_linear=0
shrinkage=0.1


Tree=4851
num_leaves=31
num_cat=0
split_feature=130 12 132 1203 1185 50 4 0 132 399 52 132 51 133 49 3 13 50 401 10 0 13 51 12 51 12 9 15 14 159
split_gain=4.18271e-07 1.01137e-06 4.10261e-07 1.2441e-05 7.13921e-06 2.1787e-06 4.22169e-07 8.44953e-07 9.53534e-07 8.15756e-07 8.5182e-07 4.16127e-07 3.94716e-07 1.44174e-06 1.24344e-06 2.0896e-06 1.7471e-06 3.76693e-06 1.1433e-06 8.38325e-07 6.06425e-06 4.25744e-06 9.31491e-07 8.70896e-06 1.4807e-06 1.03498e-06 1.25868e-06 8.23334e-07 7.98258e-07 2.75045e-06
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11275500000000001 -0.09515499999999999 -0.43443999999999999 0.087485000000000021 0.086040000000000019 -0.037359999999999997 0.10302500000000002 -0.040449999999999993 -0.043469999999999995 0.086245000000000016 0.10002500000000002 0.093260000000000023 0.13699500000000003 -0.011559999999999999 -0.10224499999999999 -0.010739999999999998 0.093135000000000009 0.088245000000000004 0.091000000000000011 0.12757000000000002 0.08925000000000001 -0.14809499999999998 -0.31455999999999995 -0.48366999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 -2 -9 -10 -11 -6 18 -14 15 -15 17 -16 19 20 -13 27 24 -24 25 26 28 -22 -21 -30
right_child=1 -3 4 -5 11 -7 -8 8 9 10 -12 12 13 14 16 -17 -18 -19 -20 22 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.4415107343666023e-05 1.7817590733776107e-05 2.145770310397149e-05 -5.7125331675871907e-05 7.7297956037606735e-05 1.0897166368002737e-05 -3.494446108561533e-05 -1.2776807773701402e-05 -2.059468084057285e-05 1.5623203724679514e-05 -1.3649868239950501e-05 7.8394929460046118e-06 -5.8358636051707444e-05 2.5514939584859857e-05 -6.2324778230049557e-06 -3.8406260751673533e-05 3.8932186067714139e-05 2.5673055133665912e-05 1.143930534562713e-06 -2.3150961946653711e-05 1.1778178821642589e-05 -2.5837068253829126e-05 4.3106138564326107e-05 -4.4368112182436402e-05 3.637887521935309e-05 2.6838253472219335e-05 -1.9299674426696991e-05 1.8442824028553384e-05 -5.4212277927578525e-07 -3.4608421352142777e-05 1.5234059204196675e-07
leaf_weight=20 27 22 22 21 35 20 23 22 32 39 35 20 27 20 29 21 20 142 22 57 22 20 34 22 21 27 38 31 23 2207
leaf_count=20 27 22 22 21 35 20 23 22 32 39 35 20 27 20 29 21 20 142 22 57 22 20 34 22 21 27 38 31 23 2207
internal_value=0 9.2963e-08 -5.96919e-08 4.11175e-06 -3.79113e-07 -3.65042e-06 -1.3424e-07 1.74175e-06 -1.64924e-06 2.28283e-06 -3.48598e-06 6.07797e-08 -7.45301e-08 3.64458e-06 1.09933e-06 1.69006e-05 -2.29258e-06 -5.56341e-06 -4.53166e-07 -2.55168e-07 -9.57281e-06 3.79317e-06 1.0158e-07 -1.26461e-05 4.02409e-07 1.66375e-07 3.92432e-07 -1.10419e-05 9.25134e-08 -2.06178e-07
internal_weight=0 3101 3079 219 2860 198 178 155 128 106 74 2838 2803 259 232 41 191 171 2544 2522 93 73 2429 56 2373 2352 2325 53 2287 2230
internal_count=3121 3101 3079 219 2860 198 178 155 128 106 74 2838 2803 259 232 41 191 171 2544 2522 93 73 2429 56 2373 2352 2325 53 2287 2230
is_linear=0
shrinkage=0.1


Tree=4852
num_leaves=31
num_cat=0
split_feature=12 130 132 1203 1185 1204 42 42 130 130 49 1208 1208 403 403 1209 43 1210 1213 52 12 1209 1447 1447 160 1447 475 1447 1446 1444
split_gain=5.00022e-07 7.55974e-07 4.28503e-07 2.41845e-06 2.18355e-06 4.17681e-07 3.97451e-07 7.69001e-07 8.13192e-07 7.46547e-07 9.89668e-07 3.93565e-07 1.25081e-06 5.85601e-07 2.28037e-06 1.0963e-06 6.99624e-06 9.53269e-07 3.71412e-06 6.0265e-06 1.59106e-06 6.78651e-07 3.88029e-07 8.30037e-07 3.13857e-06 1.67181e-06 6.71741e-07 6.51514e-07 2.35048e-06 1.61173e-06
threshold=0.23631000000000002 -0.22461999999999996 -0.083449999999999983 0.089480000000000018 -0.087384999999999977 -0.082884999999999986 -0.0093649999999999983 -0.021469999999999996 0.08610000000000001 0.09364500000000002 0.09567500000000001 0.11846000000000001 0.10683000000000002 -0.55276999999999987 -0.53960999999999981 -0.084519999999999984 -0.0047449999999999992 -0.064344999999999999 -0.087969999999999979 0.084735000000000019 0.089085000000000011 -0.033554999999999995 -0.11565499999999999 -0.085709999999999995 -0.090764999999999985 -0.084334999999999979 -0.0034549999999999993 -0.080594999999999986 0.088645000000000015 -0.066134999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -4 -6 7 8 -3 -10 -11 12 13 -7 -15 16 -16 18 -17 20 -20 -19 -23 24 -24 -25 -26 28 -27 -29
right_child=-2 2 4 -5 5 11 -8 -9 9 10 -12 -13 -14 14 15 17 -18 21 19 -21 -22 22 23 25 26 27 -28 29 -30 -31
leaf_value=1.6768899843521435e-05 -1.4690087984154557e-05 -1.5812631957515171e-05 3.1670200537932526e-05 -3.7456828243023212e-05 1.0321114140401149e-05 -1.3256656254243078e-05 -9.0835033317845319e-06 1.3834240369186249e-05 1.9575001319935838e-05 7.9434627696173263e-06 -1.8421743364645713e-05 1.2650905394669586e-05 -2.3433295032389098e-05 3.0207696079742163e-05 -4.4344488105707573e-05 -2.3663280838566913e-05 2.796157026671648e-05 -1.810676906080473e-05 -2.0792105992551938e-05 5.9931109993927892e-05 1.8134686217222009e-05 1.0110107693951767e-05 -3.0478557444159658e-05 2.5849618657957765e-05 2.234773801319534e-05 -3.557829979360142e-05 -3.5702188438335727e-06 2.706074728021949e-05 4.924720245693798e-06 -1.3519767256763351e-07
leaf_weight=27 23 33 22 20 39 33 46 38 20 35 24 24 23 25 32 24 23 21 21 26 21 37 39 25 20 23 20 22 38 2297
leaf_count=27 23 33 22 20 39 33 46 38 20 35 24 24 23 25 32 24 23 21 21 26 21 37 39 25 20 23 20 22 38 2297
internal_value=0 1.09062e-07 -3.74099e-08 -4.33192e-06 2.87498e-07 4.37924e-08 -9.51824e-07 1.54189e-06 -2.62873e-06 2.87847e-06 -2.78137e-06 -9.96635e-08 -2.10138e-07 -1.56955e-08 1.45304e-07 -1.34191e-07 -1.41074e-05 1.57581e-07 1.01574e-05 2.20942e-05 -1.32871e-06 -2.04333e-07 -5.52055e-08 -2.06621e-07 -1.02926e-05 1.24685e-07 9.38876e-06 -1.45535e-07 -1.03469e-05 1.22806e-07
internal_weight=0 3098 3071 216 2855 2833 196 150 112 79 59 2794 2770 2747 2714 2689 55 2634 92 68 42 2542 2521 2484 79 2405 40 2380 61 2319
internal_count=3121 3098 3071 216 2855 2833 196 150 112 79 59 2794 2770 2747 2714 2689 55 2634 92 68 42 2542 2521 2484 79 2405 40 2380 61 2319
is_linear=0
shrinkage=0.1


Tree=4853
num_leaves=31
num_cat=0
split_feature=130 12 132 50 394 1203 131 400 16 130 42 129 156 475 44 0 474 151 0 16 151 151 150 147 447 43 43 1374 151 1374
split_gain=4.22815e-07 9.48264e-07 4.06703e-07 1.21259e-05 6.57723e-06 2.04813e-06 4.1802e-07 8.71445e-07 7.05776e-07 4.90688e-07 5.43789e-07 3.78906e-07 3.69474e-07 1.02735e-06 4.06135e-07 7.57928e-07 7.05092e-07 5.98955e-07 1.69449e-06 1.50707e-06 7.3764e-07 7.04124e-07 8.76082e-07 1.14465e-06 1.41028e-06 8.40329e-07 3.21585e-06 2.07419e-06 2.50875e-06 1.91163e-06
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.10450500000000001 0.10969000000000002 0.089480000000000018 -0.076979999999999979 0.10782000000000001 -0.090764999999999985 -0.014104999999999998 -0.021469999999999996 -0.082304999999999975 0.3248100000000001 0.13528000000000004 0.084760000000000016 -0.11991499999999998 0.11568500000000002 0.099460000000000007 -0.08317999999999999 -0.013024999999999998 0.079100000000000018 0.055020000000000006 0.12640500000000002 0.095485000000000014 0.09227500000000001 -0.082389999999999977 -0.08287499999999999 0.088035000000000016 -0.5145249999999999 0.088035000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 11 6 -2 8 -8 -10 -11 -4 13 14 16 -16 17 20 19 -19 21 22 23 24 25 26 27 28 -13 -27
right_child=1 -3 4 -5 -6 -7 7 -9 9 10 -12 12 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-1.4493190483335639e-05 1.0387859419580537e-05 2.0780941118077452e-05 1.1421830770908353e-05 7.8323291581909878e-05 -5.4839343845907769e-05 -3.371114547405796e-05 1.5141039883583916e-05 -1.7755489973532005e-05 -1.6183445543339033e-05 -6.8811200152767192e-06 1.1073979663383545e-05 -3.3487845420105646e-05 -1.2689973822410179e-05 2.2619605369982311e-05 2.3169951150304685e-05 -2.8439265785588457e-06 -1.7717212445542986e-05 -1.5442111167907059e-05 3.1307028138658298e-05 1.6325827956669466e-05 -1.4230229221299708e-05 1.7223290587540051e-05 -1.9780919319600799e-05 1.7284092592563939e-05 -2.6239880370277595e-05 -1.0361463885641926e-06 4.0299011826308828e-05 3.321208219858818e-05 1.6213203712761077e-06 -3.1390012826887097e-05
leaf_weight=20 32 22 29 20 22 20 29 29 21 37 31 21 23 20 21 24 23 32 23 28 38 23 23 37 21 1729 22 20 660 21
leaf_count=20 32 22 29 20 22 20 29 29 21 37 31 21 23 20 21 24 23 32 23 28 38 23 23 37 21 1729 22 20 660 21
internal_value=0 9.34734e-08 -5.43422e-08 4.09897e-06 -3.72376e-07 -3.36076e-06 3.03465e-08 -2.22435e-06 1.59262e-06 -2.82203e-06 1.30429e-06 4.98488e-08 -6.75551e-08 3.66501e-08 -1.2664e-07 9.29588e-06 -2.8247e-07 -1.33841e-07 8.22936e-06 -6.17073e-07 -3.99289e-07 -1.9534e-07 -3.52204e-07 -1.75649e-07 -4.34675e-07 -2.15544e-07 2.65235e-06 1.47085e-06 5.38659e-07 -1.40039e-06
internal_weight=0 3101 3079 219 2860 199 179 147 118 89 68 2838 2809 2786 2766 45 2721 2698 83 60 2615 2577 2554 2531 2494 2473 723 701 681 1750
internal_count=3121 3101 3079 219 2860 199 179 147 118 89 68 2838 2809 2786 2766 45 2721 2698 83 60 2615 2577 2554 2531 2494 2473 723 701 681 1750
is_linear=0
shrinkage=0.1


Tree=4854
num_leaves=31
num_cat=0
split_feature=12 4 10 16 10 9 33 45 52 52 1213 1210 13 13 13 133 12 12 1 159 131 13 13 13 2 12 133 133 43 2
split_gain=5.31527e-07 7.66143e-07 4.63309e-07 4.04291e-06 4.99412e-06 9.55759e-07 4.53286e-06 6.56999e-07 6.57388e-07 3.68227e-06 1.5005e-06 3.81321e-06 1.43027e-06 1.95765e-06 3.62514e-06 2.98109e-06 1.93654e-06 2.38279e-06 1.73121e-06 1.28599e-06 2.19904e-06 7.45499e-06 3.34151e-06 1.81491e-06 3.19775e-06 2.15197e-06 3.38437e-06 2.145e-06 9.91707e-07 1.35807e-06
threshold=0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 -0.094984999999999986 0.092235000000000011 -0.012019999999999998 0.094030000000000016 0.096795000000000006 0.10160000000000001 0.104315 -0.05860499999999999 -0.097224999999999992 -0.083499999999999977 -0.081434999999999994 0.090445000000000011 0.088725000000000012 0.085110000000000005 0.078340000000000007 -0.47354999999999997 0.08956500000000002 -0.07692499999999998 -0.07965499999999999 -0.067149999999999987 0.09580000000000001 0.10312500000000001 0.089980000000000018 1.0000000180025095e-35 0.016310000000000002 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4 8 -8 -10 11 -11 18 15 -15 16 17 -14 -13 -16 22 -22 -21 24 -24 26 28 -27 29 -25
right_child=-2 -3 5 -5 -6 -7 7 -9 9 10 -12 12 13 14 19 -17 -18 -19 -20 20 21 -23 23 25 -26 27 -28 -29 -30 -31
leaf_value=-7.8536334209881427e-07 -1.5145806677853967e-05 1.6579068363041317e-05 4.783324487164009e-05 2.2123771277344503e-05 -5.7271518726054184e-05 -1.6004701832470247e-05 9.8270636433795041e-07 -1.3362496388759205e-05 -3.6324481469261717e-05 3.7550733773409429e-05 -2.5873403904805185e-05 3.0069126271349699e-05 -1.4866914561400124e-05 3.0635865405201914e-05 1.935754660577083e-05 -4.9167514606822458e-05 -3.1050500566228342e-05 2.5348496620617529e-05 -8.1745155148382759e-06 3.6004662904980999e-05 -6.9708066165557764e-05 7.977165150805378e-06 -5.1245839304534633e-05 -1.2613308507962547e-05 2.1876525503709372e-06 1.8070763997394382e-06 4.3104054996299309e-05 -3.8608360485644272e-05 -2.0374351856844444e-05 1.6891898501806934e-05
leaf_weight=45 23 28 20 33 24 36 2306 36 31 26 23 29 34 35 23 21 24 26 20 22 21 30 21 26 24 29 22 24 20 39
leaf_count=45 23 28 20 33 24 36 2306 36 31 26 23 29 34 35 23 21 24 26 20 22 21 30 21 26 24 29 22 24 20 39
internal_value=0 1.12447e-07 -3.77367e-08 -6.66444e-06 -2.04327e-05 1.90001e-07 3.88844e-07 6.29897e-08 2.31042e-07 -2.8099e-06 -8.82349e-07 2.31593e-07 -1.74861e-06 -3.5495e-06 1.75038e-07 -1.5468e-05 -7.04317e-06 2.55976e-06 1.44595e-05 -3.36692e-06 -5.247e-06 -2.40109e-05 -1.03133e-06 -5.00592e-06 -2.2748e-05 -1.59703e-08 8.14617e-06 -1.64943e-05 -9.01753e-07 5.08982e-06
internal_weight=0 3098 3070 102 69 2968 2932 2912 2876 570 539 516 490 441 336 105 84 60 49 301 278 51 227 205 45 160 107 53 85 65
internal_count=3121 3098 3070 102 69 2968 2932 2912 2876 570 539 516 490 441 336 105 84 60 49 301 278 51 227 205 45 160 107 53 85 65
is_linear=0
shrinkage=0.1


Tree=4855
num_leaves=31
num_cat=0
split_feature=12 130 132 394 1203 45 150 454 148 447 1375 2 133 0 0 402 1447 481 481 0 0 402 0 403 403 3 3 4 3 0
split_gain=4.30537e-07 7.27178e-07 4.05895e-07 2.413e-06 8.60854e-07 3.84553e-07 4.37714e-07 6.22084e-07 7.58752e-07 1.48227e-06 6.328e-07 4.00154e-06 4.12639e-06 5.58147e-07 6.29676e-06 4.50052e-06 1.38233e-06 1.49515e-06 3.19475e-06 1.64426e-06 3.57374e-06 2.62001e-06 1.95366e-06 1.44458e-05 3.28909e-06 1.60173e-06 5.04566e-06 3.58115e-06 3.45392e-06 2.29942e-06
threshold=0.23631000000000002 -0.23123999999999997 -0.083174999999999985 0.10969000000000002 0.089005000000000015 -1.0000000180025095e-35 -0.15178999999999995 -0.086934999999999985 -0.10069499999999999 0.094580000000000011 -0.085004999999999983 0.087545000000000026 0.085760000000000017 -0.083804999999999977 -0.084044999999999995 0.31115000000000004 1.0000000180025095e-35 -0.087424999999999989 -0.085629999999999984 -0.085669999999999982 -0.086234999999999992 -0.094749999999999987 -0.087084999999999982 -0.0047449999999999992 -0.22642499999999996 -0.082234999999999989 -0.084144999999999984 -0.0082299999999999995 -0.081574999999999995 -0.089604999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 -7 -8 -9 10 11 -10 -13 14 16 -15 17 -12 -19 20 21 -20 24 -24 -23 26 -26 -28 29 -27
right_child=-2 2 3 -5 -6 6 7 8 9 -11 13 12 -14 15 -16 -17 -18 18 19 -21 -22 22 23 -25 25 28 27 -29 -30 -31
leaf_value=1.8646499354092937e-05 -1.3631225631441974e-05 -1.82701011471391e-06 -1.3118960602944506e-05 3.4907709905382942e-05 -2.0879075735272774e-05 1.2594401050591842e-05 -1.7544304500916042e-05 1.624595424173408e-05 -2.0380059855785382e-05 -2.713886402489152e-05 -2.1039048123064869e-05 1.3551079551429471e-06 5.9995149197112331e-05 5.8408872009713012e-07 -5.4680366619405426e-05 4.8353169522670217e-05 1.949496953316019e-05 3.4737689630674137e-05 -3.0326804186794716e-05 -1.2891965356435061e-05 3.1752676969678276e-05 -3.6532889960374006e-05 8.640218595246552e-05 -1.8130017196263464e-05 -5.3860285565728528e-07 -7.7173216823211994e-06 3.7000304655521181e-06 5.9529476682116555e-05 -1.207460925255655e-06 -5.5669579705863728e-05
leaf_weight=21 23 195 22 20 27 28 20 29 29 20 37 28 21 1423 22 20 33 25 30 112 34 26 20 39 206 20 20 27 524 20
leaf_count=21 23 195 22 20 27 28 20 29 29 20 37 28 21 1423 22 20 33 25 30 112 34 26 20 39 206 20 20 27 524 20
internal_value=0 1.01204e-07 -2.53645e-08 2.94906e-07 -4.14415e-06 5.07236e-08 1.53721e-07 2.86446e-08 1.55755e-07 -1.47922e-08 1.84943e-07 9.06179e-06 2.64866e-05 -7.7526e-08 -1.67593e-06 1.24617e-06 -6.81813e-07 -1.26588e-06 -6.0259e-07 -1.42217e-06 -9.2338e-08 -1.25407e-06 -2.87123e-07 1.73046e-05 -1.51834e-06 -4.04043e-07 6.20689e-06 3.57723e-05 -3.36959e-06 -3.16935e-05
internal_weight=0 3098 3077 2855 222 2835 2813 2785 2765 2736 2716 78 49 2638 1195 1443 1173 1140 1103 1078 966 932 902 59 843 817 253 47 564 40
internal_count=3121 3098 3077 2855 222 2835 2813 2785 2765 2736 2716 78 49 2638 1195 1443 1173 1140 1103 1078 966 932 902 59 843 817 253 47 564 40
is_linear=0
shrinkage=0.1


Tree=4856
num_leaves=31
num_cat=0
split_feature=130 40 132 1203 1185 50 42 402 130 49 12 43 1204 2 1447 1447 3 484 403 403 403 1209 43 403 1209 51 403 51 16 16
split_gain=4.35774e-07 6.59061e-07 4.1228e-07 1.26382e-05 6.10946e-06 2.65191e-06 4.80679e-07 6.24403e-07 1.10263e-06 9.4889e-07 4.26981e-07 3.96967e-07 3.79318e-07 5.62671e-07 3.88408e-07 5.69621e-07 4.09608e-06 4.20457e-06 8.88058e-07 6.76945e-07 1.40366e-06 8.7923e-07 5.30096e-06 2.0717e-06 7.57251e-07 4.69208e-07 1.76314e-06 3.96918e-06 1.02365e-06 2.08475e-06
threshold=-0.22562499999999999 -0.23755499999999996 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.015274999999999999 0.087450000000000014 0.09364500000000002 0.09567500000000001 0.087385000000000004 -0.0087399999999999995 -0.082274999999999987 0.083865000000000009 -0.12995499999999996 -0.085804999999999979 -0.085709999999999995 -0.081614999999999979 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 -0.084519999999999984 -0.0047449999999999992 -0.53101999999999994 -0.051604999999999991 0.094075000000000006 -0.0031149999999999997 0.097000000000000017 -0.085254999999999984 -0.14322499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 6 7 8 11 -10 -8 -3 13 -6 -14 16 -16 -18 -17 -20 -21 22 -22 -23 -25 -26 -27 -28 29 -29
right_child=1 2 4 -5 12 -7 10 -9 9 -11 -12 -13 14 -15 15 18 17 -19 19 20 21 23 -24 24 25 26 27 28 -30 -31
leaf_value=-1.2201259882015715e-05 1.7360937049075303e-05 9.8255637749389289e-06 -5.282410860342101e-05 7.7935887215322265e-05 2.1106755126051475e-05 -3.8176991545810778e-05 1.7492586216860673e-06 -1.1797027041211551e-05 8.8386858894204304e-06 -1.9099430955975551e-05 -1.4344667793278967e-05 2.9510983642380567e-05 1.040205784907552e-05 -1.7776873340318905e-06 -3.6655432967336314e-05 2.0070629803244217e-05 4.2257931140325542e-05 -1.3847390227622928e-05 -1.7185245182506902e-05 2.6436491061758716e-05 -3.8986305969501704e-05 3.2171023924547626e-05 2.3952678700721743e-05 -1.8202981292510546e-05 -4.6810777385776162e-07 -2.1544212268963748e-05 4.5010476264906179e-05 1.463210246059204e-05 6.5753560787941619e-06 -2.1083881071862463e-05
leaf_weight=29 22 20 22 21 21 20 32 20 31 20 34 21 35 22 32 22 22 34 23 20 32 20 23 23 2213 25 24 26 168 44
leaf_count=29 22 20 22 21 21 20 32 20 31 20 34 21 35 22 32 22 22 34 23 20 32 20 23 23 2213 25 24 26 168 44
internal_value=0 1.14437e-07 -9.15334e-09 4.17207e-06 -3.30335e-07 -3.65136e-06 2.27919e-07 4.21707e-06 7.6984e-06 -2.11744e-06 -6.54155e-06 1.99083e-05 7.78884e-08 9.39844e-06 -6.59679e-08 -1.99149e-07 -8.11489e-06 8.19399e-06 6.24304e-08 -1.04241e-07 4.58208e-08 -1.57341e-07 -1.26664e-05 1.13205e-07 -1.4092e-07 2.52509e-08 3.82944e-06 6.25059e-06 2.34203e-06 -7.81794e-06
internal_weight=0 3092 3070 219 2851 198 178 112 92 51 66 41 2829 43 2786 2751 88 56 2663 2641 2618 2598 55 2543 2523 2500 287 262 238 70
internal_count=3121 3092 3070 219 2851 198 178 112 92 51 66 41 2829 43 2786 2751 88 56 2663 2641 2618 2598 55 2543 2523 2500 287 262 238 70
is_linear=0
shrinkage=0.1


Tree=4857
num_leaves=31
num_cat=0
split_feature=12 130 132 1185 1203 1208 1208 1209 1209 403 15 1209 1209 1212 401 13 402 401 391 128 16 1185 1185 401 16 12 401 3 1212 1212
split_gain=4.11025e-07 6.77688e-07 4.02886e-07 3.17671e-06 1.29614e-06 3.99666e-07 9.0681e-07 1.28108e-06 5.80547e-07 9.57211e-07 2.42758e-06 5.06452e-07 6.99296e-07 5.61557e-07 3.37102e-06 2.01642e-06 3.89986e-06 1.14713e-06 1.97591e-06 7.48098e-07 1.41015e-06 1.21856e-06 1.1357e-06 8.06724e-07 1.69776e-06 1.20838e-06 9.11071e-07 7.7782e-07 7.00689e-07 3.99453e-06
threshold=0.23631000000000002 -0.23123999999999997 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11531000000000001 0.10233500000000001 -0.097919999999999993 -0.087714999999999987 -0.5341999999999999 0.087575000000000014 -0.079679999999999987 -0.038154999999999994 -0.089544999999999986 0.11655000000000001 -0.010739999999999998 0.13116000000000003 0.10632500000000002 -0.087114999999999984 0.10692000000000002 -0.076354999999999992 0.090595000000000009 0.085905000000000009 0.085900000000000018 -0.092804999999999985 0.085785000000000014 0.076195000000000013 -0.12018999999999998 0.086920000000000011 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 -5 -9 10 -10 -11 -13 15 17 16 -14 18 -15 21 -21 22 23 26 -25 -26 28 -28 -20 -30
right_child=-2 2 3 5 -6 -7 -8 8 9 11 -12 12 13 14 -16 -17 -18 -19 19 20 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=1.800197545500331e-05 -1.3318767739055267e-05 -1.2835623503621882e-06 3.9046150396600195e-05 -2.528539284867293e-05 -2.4661379726846162e-05 -1.2099802848684635e-05 1.6862702671005537e-05 1.4706594164534991e-05 -3.9581394286783296e-05 1.4685442863537901e-05 5.3961981068693732e-06 -1.8082576882859161e-05 1.521072456361268e-06 -3.122147907561157e-05 -3.735887394213933e-05 -1.9512677516269669e-05 5.0633004866540433e-05 2.1611741465676462e-05 5.5933418587567474e-07 2.5376995210990572e-05 -7.5114049479907414e-06 -2.3906909406096456e-05 2.1931259221711723e-05 2.9175065544128804e-05 -1.845646550216109e-05 1.5506088602705858e-05 -1.2726883869618179e-06 -2.9162115188228198e-05 -4.6902179786099751e-05 -8.0104968519307424e-07
leaf_weight=21 23 195 21 20 27 27 32 27 21 24 28 21 61 20 24 22 22 25 2050 32 22 21 24 29 22 20 20 20 21 179
leaf_count=21 23 195 21 20 27 27 32 27 21 24 28 21 61 20 24 22 22 25 2050 32 22 21 24 29 22 20 20 20 21 179
internal_value=0 9.88718e-08 -2.33138e-08 2.95767e-07 -4.12681e-06 8.62604e-09 1.25095e-07 -6.79155e-08 1.15151e-07 -2.92653e-08 -1.38799e-05 2.24069e-07 9.33444e-08 2.38255e-07 -5.92603e-08 7.40412e-06 1.45387e-05 2.98101e-07 8.32461e-08 3.37756e-07 1.1978e-05 7.65033e-08 2.87678e-07 6.7667e-08 1.05656e-05 -2.28382e-06 -2.57814e-07 -1.52174e-05 8.13396e-09 -5.64167e-06
internal_weight=0 3098 3077 2855 222 2834 2807 2775 2755 2728 49 2679 2655 2634 2529 105 83 2505 2480 2460 54 2406 2385 2361 71 42 2290 40 2250 200
internal_count=3121 3098 3077 2855 222 2834 2807 2775 2755 2728 49 2679 2655 2634 2529 105 83 2505 2480 2460 54 2406 2385 2361 71 42 2290 40 2250 200
is_linear=0
shrinkage=0.1


Tree=4858
num_leaves=31
num_cat=0
split_feature=130 12 130 132 1186 399 1203 132 2 12 3 132 394 1176 129 129 1185 471 471 11 1 11 1420 157 16 11 11 11 14 9
split_gain=4.46618e-07 1.03975e-06 4.35349e-07 4.83509e-07 1.12369e-05 7.08909e-06 1.22704e-06 7.12663e-07 5.82064e-07 5.08198e-07 6.88055e-07 4.87789e-07 4.56801e-07 1.09209e-06 7.16014e-07 4.82718e-07 5.84131e-07 5.51113e-07 7.52187e-07 6.44377e-07 3.37332e-06 1.30689e-06 1.10988e-06 8.82689e-07 5.75827e-07 2.5762e-06 6.50369e-07 1.47292e-06 7.40409e-07 1.89438e-06
threshold=-0.23647499999999996 0.23631000000000002 -0.14628999999999995 -0.083284999999999984 0.0044650000000000011 0.091580000000000009 0.087970000000000007 -0.030684999999999994 0.11585500000000001 0.11232500000000002 -0.073309999999999986 -0.19186999999999996 -0.12099999999999998 0.085730000000000015 -0.048309999999999992 0.11234000000000001 0.088895000000000016 0.10693500000000002 0.094575000000000006 0.094350000000000003 0.10727500000000002 0.088710000000000011 -0.086219999999999977 -0.50331999999999988 0.63167000000000006 0.086595000000000019 0.081365000000000007 0.077415000000000012 0.078235000000000013 0.092890000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 7 8 -5 9 10 11 -4 -9 14 -14 16 17 18 19 21 -21 22 -16 -24 25 26 27 28 29 -25
right_child=1 -3 3 5 -6 -7 -8 12 -10 -11 -12 -13 13 -15 15 -17 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.4895573349349435e-05 -1.1849436313857422e-05 2.1758547154604459e-05 -1.6169908663373051e-05 1.8530904361839583e-05 7.2332730567061597e-05 -5.4402246132667645e-05 -2.480132079406995e-05 1.211126156352205e-05 1.5838673298276263e-05 -1.2672942343448945e-05 1.5239991611137018e-05 1.0910076085224318e-06 1.84807566862825e-05 -2.1795134248152509e-05 2.3419164826918862e-05 1.4370057393218463e-05 -1.7205169679073152e-05 1.6486251579408416e-05 -1.7799262851288709e-05 3.5199484829780855e-05 -1.0628985273797298e-05 -2.3490359035349686e-05 -2.0174176973920443e-05 -3.0566630795335369e-07 -1.227146817415671e-05 3.5877018635801509e-05 -1.5312745862112417e-05 2.1327544857285829e-05 -1.2435788539733041e-05 2.7935063906170401e-05
leaf_weight=20 31 22 22 21 22 24 23 31 20 36 26 64 21 23 20 23 20 20 24 29 36 24 22 2306 38 20 28 32 49 24
leaf_count=20 31 22 22 21 22 24 23 31 20 36 26 64 21 23 20 23 20 20 24 29 36 24 22 2306 38 20 28 32 49 24
internal_value=0 9.60711e-08 -5.87111e-08 6.12077e-08 4.65617e-06 -2.84022e-07 -3.13904e-06 1.78033e-07 -1.7337e-07 -2.33716e-06 9.85056e-07 -3.32458e-06 3.98934e-08 -9.574e-08 8.66745e-08 -5.56002e-08 -1.78851e-07 -5.14081e-08 -1.76126e-07 -1.51846e-08 9.81756e-06 -2.64552e-07 -4.50091e-08 -2.31307e-07 -5.55985e-08 1.33179e-07 -1.59924e-07 1.60526e-08 -2.70609e-07 -1.47747e-08
internal_weight=0 3101 3079 3048 213 2835 191 2811 168 148 112 86 2790 2759 2736 2715 2692 2672 2652 2628 65 2563 2539 2519 2497 2459 2439 2411 2379 2330
internal_count=3121 3101 3079 3048 213 2835 191 2811 168 148 112 86 2790 2759 2736 2715 2692 2672 2652 2628 65 2563 2539 2519 2497 2459 2439 2411 2379 2330
is_linear=0
shrinkage=0.1


Tree=4859
num_leaves=31
num_cat=0
split_feature=12 130 132 1185 1186 15 132 403 0 50 16 133 401 403 43 402 402 401 1212 1210 401 1209 4 1212 1210 52 1210 0 42 52
split_gain=4.54367e-07 6.5184e-07 4.03215e-07 2.79148e-06 1.07819e-06 9.70569e-07 5.12697e-07 7.97656e-07 5.051e-07 6.8841e-07 1.05905e-06 1.83784e-06 3.99978e-07 1.85483e-06 1.49476e-06 1.01043e-06 4.34342e-06 5.81388e-07 6.41519e-07 6.17217e-07 1.12083e-06 1.18317e-06 1.42643e-06 8.39641e-07 5.01273e-06 2.72872e-06 1.10412e-06 6.2152e-06 9.17235e-06 3.14975e-06
threshold=0.23631000000000002 -0.23123999999999997 -0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.085749999999999979 -0.088034999999999988 -0.073309999999999986 0.09227500000000001 -0.095094999999999985 -0.14717499999999997 -0.06959499999999999 -0.072624999999999981 0.05259500000000001 -0.45454999999999995 -0.40883999999999993 0.13729500000000003 0.14862 0.15724500000000002 0.11769000000000002 -0.085894999999999985 -0.081609999999999988 -0.089544999999999986 -0.14310999999999999 0.086275000000000004 -0.0061249999999999994 -0.086934999999999985 0.086325000000000013 0.086040000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3 9 10 -9 -12 13 -5 -15 -14 -17 18 19 20 21 22 -18 25 -25 -23 27 -26 29 -29
right_child=-2 2 3 12 -6 -7 -8 8 -10 -11 11 -13 15 14 -16 16 17 -19 -20 -21 -22 23 -24 24 26 -27 -28 28 -30 -31
leaf_value=1.7662324327310279e-05 -1.4003381222763617e-05 -1.7381900887322937e-05 3.6628249065307463e-05 2.6334581650277665e-05 -2.5681579225939849e-05 -2.0305918442318217e-05 1.401507272385061e-05 -7.2758369242365013e-06 -1.1885217612540477e-05 -1.134783991628432e-05 3.846849667752395e-05 1.4092526100739634e-06 1.9072607917931038e-05 1.2778031882758283e-05 -1.9918312619697173e-05 -4.6798284311080356e-05 -3.5169995317119178e-05 1.6549618158023806e-05 -1.7563809281758345e-05 -1.5980849351156697e-05 1.7652583613249185e-05 2.8709513856320439e-05 2.1458268201968167e-06 -4.7674365206065975e-05 -3.2790974869890816e-05 -1.0361654046915427e-05 -2.112238568962185e-07 1.5244931741368159e-05 6.5178301838386687e-05 -3.2187333808797988e-05
leaf_weight=21 23 26 21 31 21 25 25 27 22 21 23 32 27 27 29 20 21 21 21 24 36 39 20 22 27 33 2341 42 32 21
leaf_count=21 23 26 21 31 21 25 25 27 22 21 23 32 27 27 29 20 21 21 21 24 36 39 20 22 27 33 2341 42 32 21
internal_value=0 1.03972e-07 -1.5861e-08 3.0335e-07 -4.12103e-06 -1.86844e-06 7.50522e-07 -1.4456e-06 1.86916e-06 4.80698e-06 8.94419e-06 1.69068e-05 3.41819e-08 6.70975e-06 -4.154e-06 -1.77239e-07 -3.68322e-07 -2.43966e-08 -1.54316e-07 -1.67693e-08 1.28689e-07 -1.14136e-07 -1.69672e-05 1.56092e-07 -1.52358e-07 1.08019e-05 2.72118e-07 9.54674e-06 2.15796e-05 -5.65823e-07
internal_weight=0 3098 3077 2855 222 201 176 151 125 103 82 55 2834 87 56 2747 2720 2700 2679 2658 2634 2598 41 2557 2485 72 2463 122 95 63
internal_count=3121 3098 3077 2855 222 201 176 151 125 103 82 55 2834 87 56 2747 2720 2700 2679 2658 2634 2598 41 2557 2485 72 2463 122 95 63
is_linear=0
shrinkage=0.1


Tree=4860
num_leaves=31
num_cat=0
split_feature=130 12 132 15 1185 1186 4 4 123 1 0 131 1427 156 1428 12 403 12 402 50 2 2 43 12 0 3 43 3 3 12
split_gain=4.53744e-07 9.6657e-07 4.18195e-07 1.15393e-05 6.11068e-06 2.05883e-06 3.96166e-07 6.33118e-07 5.82556e-07 7.94006e-07 7.62329e-07 6.11852e-07 6.13083e-07 6.10607e-07 1.0169e-06 6.14337e-07 2.87245e-06 2.44085e-06 2.16144e-06 2.27176e-06 1.6826e-06 4.41802e-06 1.50243e-06 2.51739e-06 1.55823e-06 1.44968e-06 1.36967e-06 1.03894e-06 1.80936e-06 1.00659e-06
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.091915000000000011 -0.087384999999999977 0.0044650000000000011 0.62931500000000018 0.6227450000000001 0.11679000000000002 0.14699000000000004 -0.019414999999999998 0.13612500000000002 0.094380000000000006 0.3248100000000001 0.094820000000000015 0.096830000000000013 -0.44023999999999991 0.096475000000000019 -0.43995499999999993 -0.099524999999999988 0.10327000000000001 0.099515000000000006 -0.076484999999999984 0.10061500000000002 -0.075934999999999989 -0.14989499999999997 -0.025214999999999998 -0.072624999999999981 -0.063814999999999997 0.096210000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 7 8 9 11 -11 12 13 14 15 17 -17 29 -18 -20 21 22 24 -24 -21 -22 -25 -27 -29 -6
right_child=1 -3 4 -5 6 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 16 18 -19 19 20 25 -23 23 26 -26 27 -28 28 -30 -31
leaf_value=-1.5013921165518696e-05 -6.5699119899850199e-07 2.0983027698920606e-05 -5.5456429254263644e-05 6.669933298745981e-05 2.1926142428866816e-07 -3.382464285442395e-05 -1.0879891223422337e-05 1.7869666917249559e-05 1.2833913060603664e-05 -1.2151297477944551e-06 -2.7909921154787298e-05 1.451211562417829e-05 1.4901132657609265e-05 -1.6834683695130727e-05 1.885014835027375e-05 -3.3142321814422409e-05 2.8943411664592782e-05 3.02309101917436e-05 2.1196680486087538e-05 -6.1483697310634062e-06 -2.1512958516144535e-05 -5.6798787372827068e-05 -4.2402342049172147e-05 -2.6178735324720038e-05 2.6097983482031851e-05 1.9569922083064741e-05 5.7414753500114143e-06 -1.9075909785310469e-05 1.1793489428949829e-05 -1.9210238167067506e-05
leaf_weight=20 172 22 20 26 2145 21 33 20 35 23 20 29 27 22 28 31 22 27 34 47 22 20 25 20 22 40 41 31 49 27
leaf_count=20 172 22 20 26 2145 21 33 20 35 23 20 29 27 22 28 31 22 27 34 47 22 20 25 20 22 40 41 31 49 27
internal_value=0 9.68393e-08 -5.23962e-08 4.15919e-06 -3.74892e-07 -4.26591e-06 1.30063e-08 1.41067e-07 1.38432e-08 -1.49203e-07 -1.36313e-05 6.4799e-08 -9.15339e-08 -2.44117e-07 -1.05389e-07 -3.0929e-07 -3.89346e-06 3.49192e-07 -1.46259e-06 -3.36837e-06 -6.00311e-06 -1.25659e-05 -6.85839e-06 -1.56771e-05 4.13308e-06 2.08479e-06 -4.72417e-06 6.41104e-06 -1.68403e-07 -2.22655e-08
internal_weight=0 3101 3079 219 2860 193 2840 2807 2787 2752 43 2709 2680 2653 2631 2603 404 2199 373 351 317 175 155 86 69 142 61 120 80 2172
internal_count=3121 3101 3079 219 2860 193 2840 2807 2787 2752 43 2709 2680 2653 2631 2603 404 2199 373 351 317 175 155 86 69 142 61 120 80 2172
is_linear=0
shrinkage=0.1


Tree=4861
num_leaves=31
num_cat=0
split_feature=12 130 132 1185 15 1186 132 403 4 0 400 0 33 47 47 47 1456 3 457 12 3 13 47 48 12 3 151 160 51 42
split_gain=4.90183e-07 6.23668e-07 4.00599e-07 3.02772e-06 1.22404e-06 8.17649e-07 4.27284e-07 6.46101e-07 4.55127e-07 9.33702e-07 4.36984e-07 3.90201e-07 3.75886e-07 6.15464e-07 3.50886e-06 3.44852e-06 5.91697e-07 6.22714e-07 6.43899e-07 7.11973e-07 8.78347e-07 1.0607e-06 7.86681e-07 1.17083e-06 1.27777e-06 5.10456e-07 4.7406e-07 2.4145e-06 7.46799e-06 4.83265e-06
threshold=0.23631000000000002 -0.23123999999999997 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.085749999999999979 -0.088034999999999988 0.10924000000000002 -0.09515499999999999 -1.0000000180025095e-35 -0.079984999999999987 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.091210000000000013 -0.077604999999999993 -0.096099999999999977 -0.077859999999999985 0.096475000000000019 -0.077774999999999983 -0.079299999999999995 0.10843500000000002 0.13400000000000004 -0.029094999999999999 -0.073884999999999992 -0.085134999999999975 -0.085764999999999994 -0.085604999999999987 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3 9 -9 -11 -12 -5 15 -15 26 -16 -18 -19 20 21 -20 -22 24 -24 -21 27 29 -29 -14
right_child=-2 2 3 12 -6 -7 -8 8 -10 10 11 -13 13 14 16 -17 17 18 19 25 22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=1.7282726132959528e-05 -1.4544833439962847e-05 -1.5578011495493301e-05 3.8139694619790786e-05 -1.0922515045216818e-05 -2.4945259581727443e-05 -2.0106636678801372e-05 1.2878865614766256e-05 2.3241333188447505e-05 -1.2077884666723549e-05 8.2005382273564462e-06 -1.5917201721015814e-05 1.963802703987592e-06 -7.3472186190413382e-06 4.1121086906059648e-05 -1.3766119748955438e-05 -3.9775323305300186e-05 -7.9497083061141899e-06 -1.1506373998383337e-05 7.9882625054021154e-06 -1.5380321400741757e-05 2.2043336700032037e-05 3.9170099668126568e-05 6.7109842932820496e-06 1.5134745241690933e-05 -2.817341884933523e-05 6.4164538839990703e-06 -4.5060561405180264e-07 -5.6091187342520825e-05 6.2979755224053718e-06 4.9900632505644662e-05
leaf_weight=21 23 26 21 31 25 21 25 21 20 35 23 26 29 24 24 22 45 21 24 21 21 20 21 30 21 22 2256 22 150 30
leaf_count=21 23 26 21 31 25 21 25 21 20 35 23 26 29 24 24 22 45 21 24 21 21 20 21 30 21 22 2256 22 150 30
internal_value=0 1.07986e-07 -9.22904e-09 3.08945e-07 -4.10106e-06 -1.45586e-06 7.69521e-07 -1.23534e-06 1.74794e-06 4.38143e-06 -3.33547e-07 -6.42932e-06 2.86181e-08 1.49733e-07 4.47852e-06 -3.57506e-07 1.2214e-06 2.6836e-06 5.06419e-06 6.99743e-06 1.05209e-05 2.21618e-05 5.01335e-06 4.62671e-08 -1.07312e-05 -4.22848e-06 -8.81641e-09 4.3058e-06 -1.68203e-06 2.17619e-05
internal_weight=0 3098 3077 2855 222 197 176 151 125 105 84 49 2834 2803 294 2509 270 246 201 180 137 44 93 72 42 43 2487 231 172 59
internal_count=3121 3098 3077 2855 222 197 176 151 125 105 84 49 2834 2803 294 2509 270 246 201 180 137 44 93 72 42 43 2487 231 172 59
is_linear=0
shrinkage=0.1


Tree=4862
num_leaves=31
num_cat=0
split_feature=130 42 132 399 1203 394 390 42 42 130 130 49 0 15 15 15 1455 484 131 1212 1210 50 401 133 13 12 160 13 3 0
split_gain=4.61268e-07 5.73128e-07 4.21116e-07 2.70405e-06 1.72695e-06 5.11164e-07 5.64653e-07 4.60445e-07 6.20303e-07 7.74061e-07 5.48574e-07 6.37912e-07 4.06628e-07 3.97521e-07 2.19739e-06 1.87402e-06 1.13656e-06 1.50649e-06 1.11179e-06 1.13916e-06 1.09208e-06 1.06702e-06 1.9326e-06 1.26224e-06 5.31906e-06 1.35666e-06 3.53322e-06 3.45249e-06 4.63172e-06 1.11138e-06
threshold=-0.22562499999999999 0.15432000000000004 -0.083449999999999983 0.091580000000000009 0.089480000000000018 0.0066850000000000008 0.087590000000000015 -0.0093649999999999983 -0.021469999999999996 0.08610000000000001 0.09364500000000002 0.09567500000000001 -0.091354999999999978 0.094425000000000023 0.093575000000000019 0.095575000000000007 -0.065979999999999983 0.036420000000000008 0.13612500000000002 0.12472500000000002 -0.061049999999999993 0.11863000000000001 -0.099524999999999988 0.099660000000000012 -0.077799999999999994 0.090840000000000018 -0.52439499999999983 -0.081434999999999994 -0.020429999999999997 -0.072269999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 7 6 13 8 9 -2 -11 -12 -9 14 18 -15 -17 20 19 -4 -18 22 -22 25 -25 27 -27 -24 -29 -28
right_child=1 -3 3 -5 -6 -7 -8 12 -10 10 11 -13 -14 15 -16 16 17 -19 -20 -21 21 -23 23 24 -26 26 29 28 -30 -31
leaf_value=-1.2553078478708029e-05 -1.5342184523240464e-05 1.6200629844123878e-05 -2.7163411388231864e-07 2.7557207399948111e-05 -3.2250301633212078e-05 -1.3980548183448823e-05 1.2727744608907546e-05 -1.764640282999608e-06 1.2306470051426963e-05 1.7206158681801756e-05 6.6524264574192269e-06 -1.4514929080178263e-05 -2.0894849891419655e-05 2.6962262145389103e-05 -3.3531494627823124e-05 -1.8046369240013957e-05 -2.0639750883591745e-05 2.8516053089333584e-05 1.9214507060026118e-05 -2.3134453600836094e-05 2.8644673147937286e-05 -1.9075958111952355e-05 2.3849720444694094e-05 -5.2942739930585962e-05 1.24129684109269e-05 5.0850582774728536e-05 -7.3381165016255132e-06 -5.7377006525030085e-05 6.6330518515874606e-06 1.8790217464575781e-05
leaf_weight=29 33 22 2321 36 20 26 35 25 38 20 35 24 20 30 20 29 22 21 29 22 29 21 27 20 33 20 41 20 26 27
leaf_count=29 33 22 2321 36 20 26 35 25 38 20 35 24 20 30 20 29 22 21 29 22 29 21 27 20 33 20 41 20 26 27
internal_value=0 1.17743e-07 2.49075e-09 3.23892e-07 -4.26542e-06 -2.38905e-08 1.06032e-07 -1.39518e-06 1.26636e-06 -2.4794e-06 2.89367e-06 -1.95802e-06 -1.0267e-05 -5.41422e-08 -5.23758e-07 3.01504e-06 8.76898e-07 2.66444e-06 -2.45447e-07 -4.86308e-07 7.66243e-07 2.55008e-06 4.41899e-06 1.13607e-06 -1.22496e-05 5.54252e-06 1.39032e-05 -4.53614e-06 -2.11974e-05 3.03637e-06
internal_weight=0 3092 3070 2855 215 2819 2793 195 150 112 79 59 45 2758 2392 366 336 307 2372 2343 286 264 243 214 53 161 88 73 46 68
internal_count=3121 3092 3070 2855 215 2819 2793 195 150 112 79 59 45 2758 2392 366 336 307 2372 2343 286 264 243 214 53 161 88 73 46 68
is_linear=0
shrinkage=0.1


Tree=4863
num_leaves=31
num_cat=0
split_feature=132 1203 132 50 12 4 10 4 1 15 9 33 45 1132 376 31 3 3 2 4 4 4 1429 1 1429 52 4 160 49 150
split_gain=4.91218e-07 1.19653e-05 5.98292e-06 1.77956e-06 4.01443e-07 7.90944e-07 4.36264e-07 3.6532e-06 5.99748e-06 5.53724e-06 9.05971e-07 3.82315e-06 6.24446e-07 5.84331e-07 6.21431e-07 6.74321e-07 1.04932e-06 3.13821e-06 2.30146e-06 8.33521e-06 2.08029e-06 3.10358e-06 1.62561e-06 2.27955e-06 2.8709e-06 3.43055e-06 1.91208e-06 1.6027e-06 1.94554e-06 2.1043e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.076764999999999986 0.10022000000000002 0.23631000000000002 0.63113500000000011 -0.011559999999999999 0.053180000000000012 0.10205500000000002 -0.18895499999999996 0.092235000000000011 -0.012019999999999998 0.094030000000000016 0.084470000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.042499999999999989 -0.053259999999999995 0.081135000000000013 0.04735000000000001 -0.0024449999999999997 -0.0086549999999999978 -0.026244999999999997 0.10684 0.052280000000000007 -0.070154999999999981 -0.15764999999999998 0.098320000000000005 -0.049784999999999989 0.11386500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 8 -4 -9 11 -8 13 14 -13 -16 17 -17 19 -18 21 22 -20 24 25 26 -24 28 -22 -30
right_child=2 -3 4 -5 -6 -7 10 9 -10 -11 -12 12 -14 -15 15 16 18 -19 20 -21 27 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=1.3234010474549364e-07 -5.3527287907075206e-05 7.6340255834241234e-05 -6.5711305146145434e-05 -3.132805417408235e-05 -1.311552087708665e-05 1.8226314068670035e-05 4.3996178119414255e-05 -1.6501034857355992e-05 1.5338207024089775e-06 5.4092973241495204e-05 -1.6233216769196036e-05 -1.4397301693579406e-05 -1.2969792049943863e-05 1.7317962883680592e-05 -1.2727206495956358e-05 -8.6690002311812453e-08 -1.3304987824843315e-05 -3.8060528392882344e-05 -1.8040115598220534e-05 7.4105590792896697e-05 -2.2558412422734334e-05 4.6827310662982722e-05 6.6940590452511313e-05 -1.1021995555893227e-05 -1.1499386933932189e-05 5.6769708362480745e-06 2.4218666819706417e-05 1.7373724157925395e-05 -4.7418812538759006e-06 2.8800752616440326e-05
leaf_weight=178 21 21 21 20 23 24 20 25 36 20 33 29 36 20 39 2018 24 22 24 20 54 21 22 38 26 40 20 34 171 21
leaf_count=178 21 21 21 20 23 24 20 25 36 20 33 29 36 20 39 2018 24 22 24 20 54 21 22 38 26 40 20 34 171 21
internal_value=0 4.56685e-06 -3.44635e-07 -3.04548e-06 4.30205e-08 1.48915e-07 -4.17515e-09 -6.42536e-06 -2.32407e-05 1.48741e-05 2.35561e-07 4.36921e-07 1.11731e-07 2.89913e-07 1.60076e-07 3.22822e-07 5.22021e-07 -4.96212e-07 4.55541e-06 2.64271e-05 2.51219e-06 1.05588e-05 6.0786e-06 1.00433e-05 1.74552e-05 2.66359e-05 4.65968e-05 -2.97676e-06 -5.78943e-06 -1.07316e-06
internal_weight=0 219 2902 198 2881 2858 2834 102 57 45 2732 2699 2679 2643 2623 2594 2555 2040 515 44 471 191 170 146 108 82 42 280 246 192
internal_count=3121 219 2902 198 2881 2858 2834 102 57 45 2732 2699 2679 2643 2623 2594 2555 2040 515 44 471 191 170 146 108 82 42 280 246 192
is_linear=0
shrinkage=0.1


Tree=4864
num_leaves=31
num_cat=0
split_feature=33 47 47 9 16 47 130 393 120 41 15 124 48 124 150 31 374 12 401 12 0 401 16 43 12 42 12 1212 1447 480
split_gain=4.95063e-07 5.10334e-07 3.6019e-06 3.06095e-06 8.48093e-06 1.17407e-06 6.47609e-07 6.2377e-07 6.13902e-07 5.79575e-07 1.11243e-06 5.70102e-07 1.01231e-06 8.88882e-07 1.12787e-06 8.59559e-07 6.60902e-07 8.55186e-07 3.58377e-06 2.76987e-06 5.71683e-06 1.87002e-06 3.89741e-06 2.33253e-06 2.52474e-06 5.36064e-06 2.32708e-06 1.58651e-06 2.20068e-06 4.55397e-06
threshold=-0.012019999999999998 0.094160000000000008 0.096475000000000019 0.088235000000000022 -0.087484999999999993 0.091340000000000018 -0.22699999999999995 0.12679500000000002 0.091385000000000008 0.086565000000000017 -0.059484999999999989 -0.086844999999999992 0.086260000000000017 -0.091229999999999992 0.083555000000000004 -0.082169999999999979 0.085145000000000012 0.085355000000000014 0.10022000000000002 0.085635000000000003 -0.086234999999999992 0.081905000000000019 -0.091114999999999988 0.084740000000000024 0.08493500000000001 0.084435000000000024 0.084795000000000023 0.087615000000000012 -0.086424999999999988 0.086995000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2 8 9 11 -11 12 13 -8 -15 -13 17 18 21 20 -19 23 -23 24 26 -26 27 28 -17 -30
right_child=1 2 -4 4 -6 -7 7 -9 -10 10 -12 15 -14 14 -16 16 -18 19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-1.3237142983208678e-05 -1.6372635521596145e-05 4.3931772361680665e-05 1.0919229403043574e-06 5.546893114822322e-06 -7.5670575338335769e-05 2.4299361757584848e-05 -1.3275783506590719e-06 1.5541229675783633e-05 1.6611327852703282e-05 -1.56304936147287e-06 2.3409605134171822e-05 -1.9935536851256116e-05 -1.1415823706513384e-05 6.2236505982582459e-06 3.9807445282349371e-05 3.024421335298526e-05 1.3331895969018019e-05 -1.1951661890634569e-05 -4.5122535393602451e-05 -2.5034278479848145e-08 6.2752547019261415e-05 4.1318278303898684e-05 -1.4237655020975661e-05 -3.3555704256286846e-05 1.7332397351310647e-05 -4.8278234454769659e-05 3.2745364115953635e-05 -2.4748323354789794e-05 -1.2774193927313726e-07 -4.2898916273350977e-05
leaf_weight=28 24 21 300 36 20 20 24 26 22 44 30 23 21 20 20 22 34 20 20 1536 21 28 23 25 20 33 20 29 585 26
leaf_count=28 24 21 300 36 20 20 24 26 22 44 30 23 21 20 20 22 34 20 20 1536 21 28 23 25 20 33 20 29 585 26
internal_value=0 1.19838e-07 3.89453e-06 -3.17275e-07 -2.34593e-05 1.59881e-07 -1.91948e-08 1.27692e-07 -2.37634e-08 -1.63234e-07 8.561e-06 -4.16408e-07 7.63562e-06 1.38869e-05 2.30155e-05 -6.94064e-07 -5.12838e-07 -7.08321e-07 -3.3044e-06 6.59681e-07 2.63115e-05 -2.27312e-06 1.62636e-05 -3.51704e-06 -2.49531e-06 -2.35195e-05 -8.6147e-07 -1.87678e-06 -8.28954e-07 -1.94779e-06
internal_weight=0 3093 321 2772 56 2716 2696 2672 2646 2624 74 2550 85 64 40 2465 2442 2408 831 1577 41 811 51 760 735 53 682 662 633 611
internal_count=3121 3093 321 2772 56 2716 2696 2672 2646 2624 74 2550 85 64 40 2465 2442 2408 831 1577 41 811 51 760 735 53 682 662 633 611
is_linear=0
shrinkage=0.1


Tree=4865
num_leaves=31
num_cat=0
split_feature=44 46 1429 156 1425 1426 47 47 47 1446 1429 1429 16 0 401 1210 401 391 1186 132 43 1204 132 394 13 1209 1209 42 1374 1374
split_gain=4.09393e-07 1.54682e-06 6.97748e-07 1.36431e-06 6.66085e-07 5.87736e-07 4.39185e-07 3.90118e-06 2.05745e-06 6.32673e-07 6.06918e-07 8.79532e-07 7.09505e-07 6.21882e-07 4.87231e-06 4.45051e-06 1.8053e-06 2.0763e-06 1.54425e-06 2.27718e-06 1.85475e-05 1.09751e-05 3.13054e-06 1.59227e-06 1.28164e-06 1.20186e-06 1.59974e-06 1.19136e-06 6.77278e-06 3.98646e-06
threshold=0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 0.092165000000000011 0.096475000000000019 0.088915000000000008 0.11655500000000001 -0.07700499999999999 -0.012159999999999999 -0.0060749999999999997 -0.083804999999999977 0.11602000000000001 -0.41266499999999995 0.10632500000000002 -0.086514999999999981 -0.089559999999999987 -0.083284999999999984 -0.011694999999999999 -0.082199999999999981 -0.1075 0.0016050000000000003 0.054800000000000008 -0.087199999999999986 -0.065739999999999979 0.083995000000000014 0.088460000000000011 0.088460000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 8 -8 9 10 12 -12 -4 14 16 -15 17 -13 -17 20 -20 -21 24 25 -22 -23 -27 28 -19 -29
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 11 13 -14 15 -16 18 -18 27 19 21 22 23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-1.8760428952191435e-05 3.0404408498725391e-05 -6.0077691744351925e-06 2.4722845713161708e-06 2.6011234403995334e-05 -1.6786187643447192e-05 1.7025024892518558e-05 -3.4207503080865167e-05 4.563986963920849e-07 2.4674873269331703e-05 -1.6595041486890176e-05 1.8933315164758823e-05 -3.2511553650866046e-05 -2.224099656674438e-05 4.7238228442091941e-05 -5.0508336007624168e-05 -2.484651704435237e-05 2.3906535651694242e-05 2.0785272459923294e-07 9.4378264190669622e-05 -6.4147026177334532e-05 1.8682544120157878e-05 2.2311067989623833e-05 -4.0208310198088589e-05 2.9510138383557204e-05 -1.3755825213073486e-05 -2.6137108612932606e-05 1.0934182878800905e-06 -2.4460483978573711e-06 5.7972133418800137e-05 -4.504614295475894e-05
leaf_weight=20 20 28 21 20 24 20 37 265 34 23 25 21 26 21 20 23 29 607 23 26 29 26 22 20 21 22 1115 489 21 23
leaf_count=20 20 28 21 20 24 20 37 265 34 23 25 21 26 21 20 23 29 607 23 26 29 26 22 20 21 22 1115 489 21 23
internal_value=0 9.16397e-06 -1.43141e-07 -2.11803e-08 -1.92841e-07 -6.04918e-08 -1.74814e-07 -3.7905e-06 2.31564e-07 -8.16939e-08 6.27194e-08 2.67635e-07 -1.11989e-05 8.521e-08 -1.56051e-06 1.56245e-06 -7.37858e-07 -1.35344e-06 8.39624e-07 1.29268e-06 1.62004e-05 1.21268e-07 -8.77307e-06 1.53376e-06 5.05843e-06 1.05265e-06 5.6653e-07 -7.79472e-07 2.13946e-06 -4.35972e-06
internal_weight=0 48 3073 3053 3033 3009 2989 302 2687 2653 2630 2583 47 2558 1210 1348 1190 1161 1327 1304 95 1209 72 1183 50 1163 1137 1140 628 512
internal_count=3121 48 3073 3053 3033 3009 2989 302 2687 2653 2630 2583 47 2558 1210 1348 1190 1161 1327 1304 95 1209 72 1183 50 1163 1137 1140 628 512
is_linear=0
shrinkage=0.1


Tree=4866
num_leaves=31
num_cat=0
split_feature=132 399 1203 132 13 3 1213 1211 1213 132 402 401 402 401 15 52 131 15 15 1212 2 130 12 4 12 1429 16 0 4 51
split_gain=4.75131e-07 2.56921e-06 2.46122e-06 4.70482e-07 1.13031e-06 8.04945e-07 3.95963e-07 6.56014e-07 2.22232e-06 6.82297e-07 4.9642e-07 4.23634e-06 1.69635e-06 5.22906e-07 7.55277e-07 1.88263e-06 3.96248e-06 5.19544e-06 1.65488e-06 1.2144e-06 9.86787e-07 7.9466e-07 9.17925e-07 1.02887e-06 9.50248e-07 2.45323e-06 2.91035e-06 4.71981e-06 1.1957e-05 1.888e-06
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 -0.41127499999999995 0.056795000000000005 -0.042499999999999989 0.51370000000000016 0.11013500000000002 -1.0000000180025095e-35 -0.030684999999999994 -0.45015499999999992 -1.0000000180025095e-35 -0.41596499999999997 -0.099524999999999988 0.11461000000000002 0.51358000000000004 0.08956500000000002 0.11923500000000002 0.11171000000000002 0.11579500000000002 0.09580000000000001 -0.22562499999999999 0.11149500000000002 0.09173000000000002 0.093965000000000007 -0.067934999999999982 0.26676500000000009 -0.072269999999999987 -0.078629999999999992 -0.020969999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 -1 -5 7 9 -9 -2 11 -11 -12 -14 18 16 17 -16 19 21 -19 -15 24 -24 -23 -26 27 -27 -29 -28
right_child=1 -3 -4 5 -6 -7 -8 8 -10 10 12 -13 13 14 15 -17 -18 20 -20 -21 -22 22 23 -25 25 26 29 28 -30 -31
leaf_value=-9.3455323065446318e-06 1.8071559913680955e-05 2.6167914208934618e-05 -3.7941435361972257e-05 -1.0879187118648513e-06 1.9770299201506231e-05 -2.273165996257376e-05 1.4015497758919085e-05 1.0343648433195927e-05 -2.8898630584843626e-05 -4.388159848531359e-05 2.9158861698306281e-05 2.0426080850267596e-05 -1.4767031029805367e-05 -1.8829846924192048e-05 4.9885991211340302e-05 3.2404819432940715e-05 -3.6997771134007382e-05 -1.6496882123866617e-05 -2.5987474378780463e-05 2.4412184266111581e-05 5.1082717122997757e-06 3.3623044055689001e-07 1.1578195645361795e-06 2.3169000336825516e-05 -3.6105634410432689e-05 -1.206152305768206e-06 3.0408899535860674e-06 -9.466398561406615e-05 -1.895510846421727e-07 3.382811648771167e-05
leaf_weight=24 21 38 20 122 30 20 20 27 31 20 20 21 24 23 25 24 22 29 25 20 78 1979 54 35 24 164 98 21 37 25
leaf_count=24 21 38 20 122 30 20 20 27 31 20 20 21 24 23 25 24 22 29 25 20 78 1979 54 35 24 164 98 21 37 25
internal_value=0 3.36442e-07 -4.52487e-06 -1.11502e-06 6.82993e-06 -4.13633e-06 -5.93496e-09 -1.04435e-07 -1.06307e-05 1.14469e-07 -2.17663e-08 -1.09435e-05 1.4244e-07 -7.19402e-08 5.95105e-08 6.35365e-06 2.29373e-06 8.84231e-06 -3.87738e-07 -1.29676e-07 -7.47331e-07 -3.29203e-07 -1.54597e-07 9.8139e-06 -5.32449e-07 -5.1913e-06 -3.04074e-06 -9.87732e-06 -3.43958e-05 9.29846e-06
internal_weight=0 2905 216 196 54 142 2867 2847 58 2789 2768 41 2727 2707 2683 178 154 132 2505 2480 107 2460 2437 89 2348 369 345 222 58 123
internal_count=3121 2905 216 196 54 142 2867 2847 58 2789 2768 41 2727 2707 2683 178 154 132 2505 2480 107 2460 2437 89 2348 369 345 222 58 123
is_linear=0
shrinkage=0.1


Tree=4867
num_leaves=31
num_cat=0
split_feature=130 121 9 33 9 16 15 15 124 124 1 1 97 4 11 48 4 448 0 15 13 12 2 1210 42 42 4 13 1213 15
split_gain=4.3217e-07 1.10249e-06 4.55102e-07 1.46749e-06 1.27753e-06 8.96187e-07 5.34181e-07 4.50156e-07 4.25262e-07 1.22307e-06 1.69877e-06 1.65228e-06 8.55929e-07 1.31903e-06 6.52805e-07 5.10332e-07 2.00084e-06 2.3892e-06 1.95757e-06 1.80797e-06 6.85451e-07 3.06838e-06 3.57156e-06 1.19061e-05 4.18061e-06 7.22751e-06 2.98655e-06 4.29352e-06 2.78567e-06 3.30599e-06
threshold=-0.23123999999999997 -0.094339999999999993 0.092890000000000014 -0.012019999999999998 0.087755000000000014 -0.4179199999999999 -0.56020999999999987 0.17980000000000004 -0.086844999999999992 -0.087424999999999989 0.093575000000000019 0.107145 -0.082154999999999992 0.59999500000000017 -1.0000000180025095e-35 -0.072824999999999987 -0.0094449999999999968 -0.050549999999999991 -0.26343999999999995 -0.011389999999999999 -0.087404999999999997 0.088245000000000004 0.084885000000000002 -0.0097899999999999984 0.087505000000000013 0.085935000000000025 -0.077834999999999988 -0.13710499999999998 -0.090324999999999989 0.082685000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -4 -5 8 9 10 -8 -12 -10 14 -14 16 19 -18 -17 -16 21 22 24 -24 25 -20 27 -23 -25 -30
right_child=1 2 5 4 -6 -7 7 -9 12 -11 11 -13 13 -15 15 18 17 -19 20 -21 -22 26 23 28 -26 -27 -28 -29 29 -31
leaf_value=1.3657053869278372e-05 -2.2936408619162173e-05 -2.4224829463491914e-05 -3.1343954105977902e-06 -1.4923930011908246e-05 2.5293264363881467e-05 2.4539282809531541e-05 2.3161614642405132e-05 1.0727963215172984e-05 -1.911155284233246e-05 2.8471236923905966e-05 -3.1088302308663038e-05 5.4843164919778554e-06 -1.8369174301824388e-05 2.1070312171669401e-05 2.7016952295525697e-05 2.9744442246159122e-05 -2.603017015349611e-06 -4.2620621185051282e-05 -6.3176098904243135e-08 -1.2289439729846147e-05 5.9164803623324551e-07 -1.0908351555372064e-06 -8.9253522855869963e-05 2.591870435848943e-05 -3.1069604665390217e-05 6.7814654366451404e-05 -8.4192972108526039e-07 5.8725025792227828e-05 -7.00156239216457e-06 -4.2417492132670069e-05
leaf_weight=23 21 25 25 24 20 22 23 39 24 20 21 30 20 29 25 22 37 25 62 22 2106 24 20 21 23 21 116 24 176 31
leaf_count=23 21 25 25 24 20 22 23 39 24 20 21 30 20 29 25 22 37 25 62 22 2106 24 20 21 23 21 116 24 176 31
internal_value=0 -1.01399e-07 5.44458e-08 -9.70213e-08 1.03709e-07 9.81924e-06 -6.50651e-08 5.53715e-08 -8.70758e-08 6.52997e-06 5.99896e-07 -9.575e-06 -3.0702e-07 -1.46068e-07 -3.67789e-07 -2.37107e-07 -6.94285e-06 -1.87391e-05 3.91309e-08 8.61822e-06 -2.09923e-07 -3.46882e-06 -8.70736e-06 -1.52742e-05 6.65651e-06 1.71107e-05 7.83876e-06 2.88171e-05 -8.78476e-06 -1.23054e-05
internal_weight=0 3098 3077 3030 3005 47 2985 2961 2922 94 74 51 2828 2804 2775 2755 109 62 2646 47 2624 518 354 248 106 83 164 48 228 207
internal_count=3121 3098 3077 3030 3005 47 2985 2961 2922 94 74 51 2828 2804 2775 2755 109 62 2646 47 2624 518 354 248 106 83 164 48 228 207
is_linear=0
shrinkage=0.1


Tree=4868
num_leaves=31
num_cat=0
split_feature=132 1185 1203 2 0 2 2 130 1429 156 474 474 14 475 474 52 43 0 474 49 474 51 457 16 1 121 10 0 9 1
split_gain=3.92841e-07 2.30446e-06 1.2938e-06 4.12636e-07 9.473e-07 1.42891e-06 6.27997e-07 5.74094e-07 4.01467e-07 1.18409e-06 8.51087e-07 4.54975e-07 2.18906e-06 2.76222e-06 1.26968e-06 2.41872e-06 9.03169e-07 1.19762e-06 8.82256e-07 3.66876e-06 1.99047e-06 1.03778e-06 2.93767e-06 6.40322e-07 5.3752e-07 1.9248e-06 5.64129e-07 2.22577e-06 1.42317e-06 1.01493e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11585500000000001 -0.073309999999999986 0.096540000000000015 0.089125000000000024 1.0000000180025095e-35 -0.23587499999999997 0.3248100000000001 0.11787500000000002 0.091180000000000011 -0.31455999999999995 -0.027234999999999995 0.088435000000000014 -0.023194999999999997 -0.065269999999999981 -0.075684999999999988 0.08393500000000001 0.085805000000000006 0.079590000000000008 -0.085039999999999991 -0.086004999999999984 -0.004174999999999999 0.16540500000000002 -0.094339999999999993 0.0036750000000000007 -0.080119999999999983 0.091600000000000015 0.10937500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 -3 10 11 14 -13 16 18 -16 17 -14 20 21 24 23 -23 -20 25 -10 28 -28 -27 -29
right_child=1 8 -4 -5 -6 -7 -8 -9 9 -11 -12 12 13 -15 15 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=1.6920974029210536e-06 3.3316724840828795e-05 1.3228503801498017e-05 -2.4148809090515248e-05 1.1120448366834051e-05 1.7556392285769108e-05 -2.5132926172470134e-05 1.4974554293682255e-05 -1.4138140260102875e-05 -2.8290187611901277e-05 -2.4282982594741042e-05 2.0690478829692439e-05 1.7664539490169774e-05 1.6915651350565304e-06 -3.987629291562674e-05 3.2617815843354262e-05 -9.1044324411389734e-06 1.2782502846675927e-05 -2.6640934578608722e-05 -2.3429853847898942e-05 -4.4318219458901977e-05 2.439882583156064e-05 -1.4638965846340094e-05 3.4341639446211051e-05 -3.3004250456412721e-07 1.4928551452915904e-05 1.344851548303558e-07 3.3702712498021964e-05 -2.0800088662156214e-05 -2.6655806723283602e-05 9.1635414369543126e-06
leaf_weight=63 21 23 28 24 20 30 21 36 24 20 20 32 37 27 33 24 25 25 21 23 34 24 25 28 24 2319 24 20 20 26
leaf_count=63 21 23 28 24 20 30 21 36 24 20 20 32 37 27 33 24 25 25 21 23 34 24 25 28 24 2319 24 20 20 26
internal_value=0 3.10466e-07 -4.05424e-06 -1.15399e-06 -2.88685e-06 -5.61262e-06 -7.32544e-07 -4.06435e-06 6.9628e-08 -3.63805e-08 1.34671e-07 -1.13734e-08 -5.44704e-06 -1.19345e-05 2.85969e-07 1.50506e-05 -3.26291e-06 -9.73283e-06 -3.6229e-08 -8.37505e-06 3.68828e-07 6.05886e-08 1.03511e-05 -1.023e-05 3.63008e-08 -1.10602e-07 1.70141e-07 9.01593e-06 -9.45896e-08 -3.86412e-06
internal_weight=0 2899 222 194 170 150 120 99 2878 2855 2835 2815 146 114 2669 57 87 62 2612 121 2491 98 49 49 2457 2433 2409 70 2339 46
internal_count=3121 2899 222 194 170 150 120 99 2878 2855 2835 2815 146 114 2669 57 87 62 2612 121 2491 98 49 49 2457 2433 2409 70 2339 46
is_linear=0
shrinkage=0.1


Tree=4869
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 132 2 13 403 399 1213 1213 1213 1210 403 12 402 403 133 12 1213 401 0 402 133 133 1213 402 1213 402 402
split_gain=4.04966e-07 1.23768e-05 6.64047e-06 1.78399e-06 4.29425e-07 1.34629e-06 1.04374e-06 5.46156e-07 5.37035e-07 4.06286e-07 3.52462e-06 3.04834e-06 2.67388e-06 1.48347e-06 3.15126e-06 2.10051e-06 1.6438e-06 1.61132e-06 1.46126e-06 8.0312e-07 6.57025e-07 1.71931e-06 1.36857e-06 1.09668e-06 8.5605e-07 6.77932e-07 1.87208e-06 7.80548e-07 1.43663e-06 2.14673e-06
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 -0.41094499999999995 0.097385000000000013 -0.0018299999999999998 -0.07687999999999999 0.10432500000000001 -0.087969999999999979 -0.090324999999999989 -0.085284999999999986 -0.40154499999999999 -0.0047449999999999992 0.085635000000000003 -0.0060099999999999989 0.23383500000000004 -0.054584999999999995 0.090345000000000023 -0.082994999999999985 -0.06959499999999999 -0.071719999999999992 -0.46267499999999995 0.51114000000000004 0.41892500000000005 -0.065844999999999987 -0.089154999999999998 -0.020279999999999996 -0.088494999999999976 -0.019914999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 7 -6 -9 10 13 -11 -13 14 -4 -15 -17 18 -18 -14 21 22 -21 24 25 26 -22 -27 -29 -30
right_child=2 -3 9 -5 6 -7 -8 8 -10 11 -12 12 19 15 -16 16 17 -19 -20 20 23 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-7.9525810842066374e-06 -5.5044219363315453e-05 7.9134795096251769e-05 4.4327329496376307e-05 -3.1715643885945616e-05 -4.8104223015547761e-06 2.6717978653323374e-05 -2.3536085776261947e-05 2.1009077777090993e-05 -1.1093327370674714e-06 2.9752185416457777e-05 -4.4064855355827607e-05 -3.3902147950594438e-05 1.9369548681424931e-05 -2.8121192105624188e-05 -6.9176611987131771e-06 2.2252654480325874e-05 -9.8082742947407243e-06 -2.6904453989118338e-05 2.4356187623197911e-05 1.7011275533308355e-05 7.1595563895243686e-06 3.2893377266935369e-05 -1.6476048746811173e-05 -1.7174154068876257e-05 2.0775117727680483e-05 1.5099796712872506e-05 -2.6786333061560683e-05 -1.5352545182842303e-05 2.5772408886923313e-05 8.2730568051674406e-08
leaf_weight=24 22 20 21 20 69 21 21 21 23 35 20 23 22 31 28 28 31 25 21 23 32 22 26 37 20 35 33 59 33 2275
leaf_count=24 22 20 21 20 69 21 21 21 23 35 20 23 22 31 28 28 31 25 21 23 32 22 26 37 20 35 33 59 33 2275
internal_value=0 4.14656e-06 -3.12925e-07 -3.38994e-06 -2.25058e-07 8.22701e-06 -3.06344e-06 7.41211e-07 9.44718e-06 1.05161e-07 -4.18531e-06 4.33964e-07 4.52753e-08 1.25994e-07 1.50445e-05 -5.24905e-06 1.50368e-06 -6.0414e-06 3.98891e-06 3.43629e-07 1.8233e-07 9.66953e-06 -7.57509e-07 -8.45445e-08 1.69704e-07 2.65548e-09 -1.00745e-05 2.75351e-07 5.61476e-08 4.50044e-07
internal_weight=0 219 2902 199 179 45 134 113 44 2880 205 2675 2640 185 49 136 105 77 52 2617 2595 71 49 2524 2487 2467 65 2402 2367 2308
internal_count=3121 219 2902 199 179 45 134 113 44 2880 205 2675 2640 185 49 136 105 77 52 2617 2595 71 49 2524 2487 2467 65 2402 2367 2308
is_linear=0
shrinkage=0.1


Tree=4870
num_leaves=31
num_cat=0
split_feature=40 130 42 132 1185 15 1186 4 11 9 10 39 9 45 12 12 1212 1212 160 1213 1212 402 43 52 402 133 1212 159 159 160
split_gain=3.89923e-07 1.47109e-06 7.66559e-07 4.78298e-07 2.61926e-06 1.01629e-06 5.80778e-07 4.60063e-07 5.92893e-07 1.25879e-06 1.76911e-06 2.94791e-06 5.46523e-07 4.67556e-07 5.65382e-07 2.73934e-06 1.75679e-06 1.65261e-06 3.57812e-06 2.71589e-06 4.2977e-06 2.69651e-06 1.76719e-06 4.1963e-06 1.91069e-06 2.55962e-06 1.57328e-06 1.44099e-06 5.46916e-06 2.51126e-06
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.62931500000000018 -0.011194999999999998 0.092235000000000011 0.0036750000000000007 0.089200000000000015 0.086220000000000005 0.084355000000000013 0.085565000000000016 0.085785000000000014 0.087615000000000012 0.040035000000000008 -0.014869999999999998 -0.090764999999999985 -0.069964999999999986 0.094750000000000015 0.0034250000000000005 0.08257500000000001 0.086055000000000006 -0.084614999999999982 0.090465000000000018 0.096890000000000018 0.10395500000000001 -0.088854999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 8 -6 10 12 -12 13 14 16 -16 17 19 -19 -10 -21 22 24 -24 25 -22 -18 -27 -29 -30
right_child=1 2 -4 4 7 -7 -8 -9 9 -11 11 -13 -14 -15 15 -17 26 18 -20 20 21 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=1.3918052660528703e-05 -2.5856705360638446e-05 -2.1865386588615367e-07 1.7896306561245488e-05 3.5489475738445652e-05 1.5508948488786699e-05 -2.351388007082278e-05 -1.7818318604310792e-05 -1.1880775042527603e-05 -3.3806198329190156e-05 -1.8035296235259585e-05 4.7269279258173251e-05 -4.5522065825618638e-06 -1.610398882933493e-05 1.0314521860395458e-05 3.1580302877422394e-05 5.547026472842483e-07 -4.1214983277660359e-05 4.3377350499213212e-05 -1.0679362367227442e-05 4.3687757889052769e-05 -3.6039726650187733e-05 -3.2621207986137182e-05 1.2319935729842322e-06 -5.3738220733413033e-05 2.792054754839531e-05 1.9777004039285082e-06 -3.357110709539088e-06 -5.767026656030794e-05 -3.0752840696853427e-05 8.3709924027364953e-06
leaf_weight=20 22 175 24 21 25 25 21 32 26 38 21 23 21 44 29 1523 21 25 24 21 20 28 41 21 24 667 23 20 21 75
leaf_count=20 22 175 24 21 25 25 21 32 26 38 21 23 21 44 29 1523 21 25 24 21 20 28 41 21 24 667 23 20 21 75
internal_value=0 -8.97689e-08 9.43404e-08 -4.55113e-08 3.03902e-07 -4.52623e-06 -2.10433e-06 4.123e-08 1.78412e-07 3.93473e-08 2.92046e-07 2.01808e-05 -3.52176e-08 9.19759e-08 -8.04243e-08 1.13443e-06 -1.86421e-06 -1.01455e-06 1.69006e-05 -1.92518e-06 -1.04148e-06 -2.06581e-06 -1.10344e-06 -1.73869e-05 1.17333e-07 -7.13647e-07 -2.14256e-05 1.88679e-07 -1.00982e-05 -1.87346e-07
internal_weight=0 3101 3079 3055 2834 221 196 2813 2781 2756 2718 44 2674 2653 2609 1552 1057 1013 49 964 938 917 889 62 827 803 44 783 116 96
internal_count=3121 3101 3079 3055 2834 221 196 2813 2781 2756 2718 44 2674 2653 2609 1552 1057 1013 49 964 938 917 889 62 827 803 44 783 116 96
is_linear=0
shrinkage=0.1


Tree=4871
num_leaves=31
num_cat=0
split_feature=130 40 40 40 48 0 10 0 9 0 40 44 44 12 12 131 52 376 16 15 39 1 3 3 3 160 151 49 15 151
split_gain=5.02613e-07 9.01417e-07 4.12138e-07 8.68378e-07 8.10873e-07 9.48747e-07 5.68058e-07 4.04605e-06 2.08627e-06 7.87625e-07 7.25245e-07 5.00144e-07 1.3939e-06 5.59876e-07 3.18319e-06 8.43684e-07 1.00526e-06 1.27191e-06 1.10909e-06 1.47611e-06 1.06105e-06 9.57711e-07 6.56834e-07 5.00451e-06 1.58362e-06 1.39016e-06 1.51163e-06 3.47133e-06 2.19478e-06 3.04111e-06
threshold=-0.23123999999999997 -0.24290999999999999 -0.085734999999999992 -0.08440499999999998 0.085485000000000019 -0.080119999999999983 0.053330000000000009 -0.079829999999999998 0.08925000000000001 0.030935000000000004 -0.08267999999999999 0.099360000000000018 1.0000000180025095e-35 -0.010834999999999999 -0.040564999999999997 0.10156500000000002 -0.065544999999999978 0.084360000000000018 -0.071359999999999993 -0.10324499999999999 0.10166000000000001 0.095025000000000012 -0.013929999999999998 0.083060000000000009 -0.053259999999999995 0.10830500000000001 -0.0096649999999999982 -0.066019999999999981 -0.087894999999999987 -0.091299999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 8 -8 10 -9 -5 12 13 14 15 16 17 21 19 20 -18 -12 24 -24 -15 26 28 -28 29 -25
right_child=1 2 3 6 -6 -7 7 9 -10 -11 11 -13 -14 22 -16 -17 18 -19 -20 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=1.4728098714207907e-05 -2.1270598404043996e-05 2.7787490089394854e-06 -2.041603840466234e-05 1.8459009082843771e-05 -5.9087662586015157e-06 3.1999843077983317e-05 -4.6679679089720592e-05 1.9752594130295621e-05 2.8396704580630358e-05 -6.7660128392855693e-06 2.7933574550843336e-05 -1.2624489566803732e-05 2.5615702777161333e-05 -7.0950993636592799e-08 -3.7841098198371654e-05 1.7200287062302739e-05 -2.8800927556794842e-06 -1.3590494605663342e-05 -2.6236788517053356e-05 1.677704350151124e-05 -2.8752383229363223e-05 2.9833841858817323e-06 4.0717639512877214e-05 7.8165908648357301e-07 -2.2141264556315342e-05 -2.2379975314834155e-05 3.7060543984284092e-05 9.058464606389007e-07 5.7304193587525629e-06 -5.309671831128071e-05
leaf_weight=23 20 25 21 21 28 20 20 24 26 21 25 32 21 2195 26 23 51 26 28 26 23 40 34 22 33 25 33 136 53 20
leaf_count=23 20 25 21 21 28 20 20 24 26 21 25 32 21 2195 26 23 51 26 28 26 23 40 34 22 33 25 33 136 53 20
internal_value=0 -1.0934e-07 2.81603e-08 -1.52194e-07 7.45233e-06 1.57659e-05 -9.58644e-09 -9.25566e-06 1.96304e-07 7.37724e-06 -5.71388e-08 -1.92528e-07 -5.24501e-08 -2.43664e-07 -4.59163e-06 -1.01937e-06 -2.93285e-06 5.10244e-06 -8.64544e-06 -3.71986e-06 -1.09215e-05 1.25796e-05 2.1312e-07 4.42745e-06 -3.97845e-07 1.58021e-07 2.2923e-06 7.96564e-06 -7.80027e-06 -2.48747e-05
internal_weight=0 3098 3078 3005 73 45 2984 65 2919 45 2893 2872 2840 2819 268 242 219 91 128 100 74 65 2551 323 2228 289 264 169 95 42
internal_count=3121 3098 3078 3005 73 45 2984 65 2919 45 2893 2872 2840 2819 268 242 219 91 128 100 74 65 2551 323 2228 289 264 169 95 42
is_linear=0
shrinkage=0.1


Tree=4872
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 130 4 34 34 9 0 9 2 39 12 39 45 12 42 15 4 4 43 42 51 3 48 448 16 49
split_gain=4.33947e-07 1.19885e-05 6.11366e-06 2.04172e-06 4.38172e-07 4.10308e-07 8.10089e-07 5.62795e-07 2.62396e-06 2.12253e-06 2.89806e-06 1.35986e-06 9.93892e-07 1.84986e-06 5.29143e-07 1.19896e-06 8.83156e-07 5.9029e-07 5.89277e-07 5.2848e-07 6.96364e-07 2.05693e-06 4.1807e-06 1.01212e-05 4.56948e-06 2.10007e-06 1.9995e-06 2.84252e-06 1.82399e-06 1.8158e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.044384999999999994 -0.23123999999999997 0.62931500000000018 -0.057544999999999992 -0.081829999999999986 0.091600000000000015 -0.0058249999999999994 0.082870000000000013 -0.045829999999999989 0.089790000000000023 -0.095379999999999979 0.085530000000000009 0.094030000000000016 -0.092484999999999984 0.087995000000000004 -0.45963999999999994 -0.011559999999999999 -0.0057249999999999992 -0.085739999999999997 0.084050000000000014 -0.085164999999999977 -0.082689999999999986 -0.072824999999999987 -0.066849999999999979 -0.16075999999999999 -0.0049799999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 7 8 12 11 -11 14 -7 -14 15 -9 17 -16 -17 -19 28 22 24 -24 -22 -25 27 -23 -21 -26
right_child=2 -3 4 -5 5 6 -8 9 -10 10 -12 -13 13 -15 16 18 -18 19 -20 20 21 26 23 25 29 -27 -28 -29 -30 -31
leaf_value=7.6538509255330075e-08 -5.2839348394296729e-05 7.6135123511752084e-05 1.2307203322616887e-05 -3.3621555526224254e-05 1.3255287795681913e-05 -1.470689787839224e-05 -1.5060402145334392e-05 2.2293540309072021e-05 3.9798072757548657e-05 -5.0057419371114521e-05 3.1314390850768958e-06 2.5459747335584586e-05 2.7093888667877763e-05 -1.2202867413219319e-05 -1.5150988179776995e-05 5.5882175414871898e-06 -1.7421887493280036e-05 -1.0181083197039698e-05 -1.5188685306384288e-05 -3.0412973484046581e-05 -4.4574318061760012e-05 3.6082276313787923e-06 6.962352373888922e-05 -1.9123110849669992e-05 2.3160576135653954e-05 1.6038006545070914e-05 1.2501666937857358e-06 -4.8481218636879935e-05 -7.3002101944426869e-07 -1.4034451448554007e-05
leaf_weight=178 22 21 29 20 23 31 36 34 20 20 21 21 25 23 26 43 30 50 20 21 22 22 34 26 35 49 720 20 1458 21
leaf_count=178 22 21 29 20 23 31 36 34 20 20 21 21 25 23 26 43 30 50 20 21 22 22 34 26 35 49 720 20 1458 21
internal_value=0 4.29238e-06 -3.2393e-07 -3.32731e-06 7.72297e-08 -4.7172e-08 -1.5536e-07 3.6825e-08 7.44171e-06 -2.35393e-07 -2.28143e-05 1.13678e-07 -7.49779e-07 8.26419e-06 -8.86279e-08 7.15979e-06 -3.66093e-07 -1.61751e-07 -1.00762e-06 -4.47848e-09 2.05089e-07 2.31928e-06 1.17172e-05 2.43657e-05 -5.95818e-06 3.84882e-06 1.29615e-08 -2.11963e-05 -1.15148e-06 9.21244e-06
internal_weight=0 219 2902 198 2880 2851 2828 2792 99 2693 41 2652 79 48 2631 97 2534 2504 63 2478 2428 949 187 109 78 75 762 42 1479 56
internal_count=3121 219 2902 198 2880 2851 2828 2792 99 2693 41 2652 79 48 2631 97 2534 2504 63 2478 2428 949 187 109 78 75 762 42 1479 56
is_linear=0
shrinkage=0.1


Tree=4873
num_leaves=31
num_cat=0
split_feature=46 46 1428 15 15 15 12 133 133 133 9 15 390 15 16 15 15 159 159 457 43 3 48 0 480 0 0 0 43 133
split_gain=4.21834e-07 6.70827e-07 5.54194e-07 3.97338e-07 4.40895e-06 2.37236e-06 1.53632e-06 1.59278e-06 1.75751e-06 1.58545e-06 1.4799e-06 1.02578e-06 1.10344e-06 8.96009e-07 5.35092e-06 8.00625e-07 3.65454e-06 2.78253e-06 1.80479e-06 1.9652e-06 2.25612e-06 1.20604e-06 1.18949e-06 9.1859e-07 8.06444e-07 2.37465e-06 1.05766e-06 3.71598e-06 3.25642e-06 2.48479e-06
threshold=0.10987500000000001 0.083550000000000013 -0.070379999999999984 -0.10203999999999998 -0.099734999999999976 -0.10653 0.11527000000000001 -0.37971999999999995 -0.14717499999999997 -0.085499999999999979 0.08925000000000001 -0.096999999999999989 0.088375000000000023 -0.094549999999999981 -0.095094999999999985 -0.088429999999999995 -0.087679999999999994 0.086825000000000013 -0.092414999999999983 0.084685000000000024 -0.079109999999999986 -0.081574999999999995 0.085485000000000019 -0.24955499999999997 -0.080264999999999989 -0.082974999999999979 -0.087319999999999995 -0.087974999999999984 -0.014584999999999999 0.10722500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -4 -9 -10 11 -6 13 14 -13 17 -17 18 -15 20 21 -20 -23 -18 25 -25 27 29 -29 -26
right_child=-2 -3 3 4 10 -7 -8 8 9 -11 -12 12 -14 15 -16 16 23 -19 19 -21 -22 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=1.2931789360388365e-05 1.3798222177931828e-05 -1.5506284541645854e-05 -2.4293240972770878e-05 -4.3275474096541683e-05 -1.7971172460282547e-05 2.7180740011721759e-05 2.4726310977712274e-05 2.2922846809788925e-05 -2.1107603237800911e-05 8.8337778364021087e-07 2.3524435073341012e-05 5.0175270579139972e-05 1.8838585398649838e-05 2.2960066256928259e-05 -1.9642683203172692e-05 3.5705504715874019e-05 1.9671948856822302e-05 -3.4922732347695273e-05 -1.9241825463683675e-05 2.1553892645442831e-05 -3.0697702595716694e-05 2.4726111405470874e-05 -8.1918685839896398e-06 3.684221774598146e-05 -4.1659423481489381e-06 -9.6684596072642001e-06 3.9045302650937435e-08 -5.285429822457634e-05 -1.147624693874691e-06 2.9682706316753354e-05
leaf_weight=33 22 28 27 24 33 36 25 33 36 367 26 21 30 25 23 28 22 30 23 21 40 23 21 21 380 23 1627 29 21 23
leaf_count=33 22 28 27 24 33 36 25 33 36 367 26 21 30 25 23 28 22 30 23 21 40 23 21 21 380 23 1627 29 21 23
internal_value=0 -9.79576e-08 4.25286e-08 -9.74798e-08 -6.19598e-07 2.40749e-06 5.79959e-07 -7.23839e-07 7.35734e-07 -1.08108e-06 -2.08457e-07 -4.58886e-07 -2.21162e-07 -4.5931e-07 1.36795e-05 -7.23251e-07 -1.88526e-07 -7.07567e-06 -1.61546e-06 -6.41537e-06 -1.19047e-05 -6.84935e-07 9.01526e-06 -6.56854e-07 -8.67416e-07 1.25298e-05 -1.15082e-06 -5.42435e-06 -3.11375e-05 -2.23413e-06
internal_weight=0 3099 3071 3038 2514 524 488 463 436 403 2490 2464 2431 2401 44 2357 2174 183 153 128 107 67 44 2146 2124 44 2080 453 50 403
internal_count=3121 3099 3071 3038 2514 524 488 463 436 403 2490 2464 2431 2401 44 2357 2174 183 153 128 107 67 44 2146 2124 44 2080 453 50 403
is_linear=0
shrinkage=0.1


Tree=4874
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 1213 0 2 15 42 481 42 160 403 16 12 403 1210 42 52 1210 1212 401 401 133 1210 402 2 133 403 1212
split_gain=3.98117e-07 1.12523e-05 5.36501e-06 2.28708e-06 4.16679e-07 2.06887e-06 2.9567e-06 4.32274e-06 1.63762e-06 5.163e-07 8.62986e-06 6.13405e-06 2.42151e-06 3.49245e-06 2.03772e-06 1.15665e-06 1.01948e-06 3.6011e-06 5.97243e-06 1.63338e-06 1.63093e-06 5.69831e-07 2.2887e-06 1.41084e-06 9.33164e-07 1.95557e-06 1.87003e-06 8.10305e-07 1.30444e-06 6.66305e-07
threshold=-0.083284999999999984 0.10022000000000002 0.12358500000000001 0.089480000000000018 0.093235000000000026 -0.086729999999999988 0.086885000000000004 0.086195000000000008 0.089015000000000025 -0.086354999999999987 0.089905000000000013 -0.014869999999999998 -0.5492149999999999 -0.078844999999999985 0.083985000000000018 -0.5425549999999999 -0.077744999999999995 0.087075000000000014 0.086040000000000019 -0.062079999999999989 0.087505000000000013 -0.06959499999999999 -0.46360499999999999 0.51114000000000004 0.0028200000000000005 -0.088189999999999991 0.088930000000000023 0.31382500000000008 -0.22642499999999996 0.087615000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 9 -6 7 -7 -8 10 11 -2 13 -11 -13 -14 17 18 20 -18 -17 22 -21 24 25 -23 -26 28 -27 -30
right_child=2 -3 -4 -5 5 6 8 -9 -10 12 -12 14 15 -15 -16 16 19 -19 -20 21 -22 23 -24 -25 26 27 -28 -29 29 -31
leaf_value=3.3188881782356721e-07 5.0107521097002232e-05 7.3713481662079664e-05 -5.1924383224104535e-05 -3.5333617747710375e-05 2.5657674865903356e-05 1.9296096181733449e-05 1.5590660820765023e-07 -3.8982876992252257e-05 3.7097506130868134e-05 -4.3155400167701629e-06 -4.8759652674882949e-05 -2.9235324556793788e-05 -2.4282466852127983e-05 5.4073654664534845e-05 1.2008468096926506e-05 2.9767038935899801e-05 -2.5022218324011192e-05 3.4183648944905911e-05 -5.0306816974625696e-05 -9.8021303001000743e-06 -5.8909119378886716e-06 -2.9602310312680939e-05 2.8943077707784445e-05 -2.698322243304574e-05 -4.2821393908525353e-06 -2.1936878938991608e-05 3.6742619922733869e-05 1.8378207750688688e-05 1.4399177185609215e-07 -8.4581634818026405e-06
leaf_weight=178 27 21 20 20 37 20 28 35 21 21 34 25 20 20 23 29 27 38 20 31 23 23 30 20 25 28 20 23 2140 94
leaf_count=178 27 21 20 20 37 20 28 35 21 21 34 25 20 20 23 29 27 38 20 31 23 23 30 20 25 28 20 23 2140 94
internal_value=0 4.11136e-06 -3.10266e-07 -3.27069e-06 4.79169e-08 5.34942e-06 -1.87563e-06 -1.77905e-05 1.5988e-05 -2.24798e-07 -6.96893e-06 1.19762e-05 5.44992e-08 2.4167e-05 -9.47267e-06 -3.27057e-07 -1.40706e-07 9.27814e-06 -3.86643e-06 -5.61703e-07 1.39953e-05 -2.90366e-07 9.25289e-06 -5.35684e-07 -3.10885e-07 -5.88957e-07 1.39511e-05 -2.96919e-07 -4.86807e-07 -2.17961e-07
internal_weight=0 219 2902 198 2882 141 104 55 49 2741 109 75 2632 41 48 2591 2571 110 72 2461 52 2434 61 2373 2353 2308 45 2285 2262 2234
internal_count=3121 219 2902 198 2882 141 104 55 49 2741 109 75 2632 41 48 2591 2571 110 72 2461 52 2434 61 2373 2353 2308 45 2285 2262 2234
is_linear=0
shrinkage=0.1


Tree=4875
num_leaves=31
num_cat=0
split_feature=1213 1200 1201 1203 1203 1186 1203 1176 1176 394 133 133 133 1209 1212 402 15 2 401 401 0 42 16 16 133 3 133 1210 16 16
split_gain=4.09887e-07 4.55505e-07 6.2417e-07 7.33392e-07 6.86167e-07 6.34444e-07 5.0783e-07 4.42889e-07 5.96377e-07 6.29553e-07 5.99331e-07 1.83329e-06 1.12844e-06 9.27503e-07 1.0269e-06 3.2348e-06 2.78959e-06 1.19767e-06 1.06845e-06 1.16003e-06 9.74666e-07 1.52487e-06 9.05186e-07 2.13968e-06 8.33738e-07 3.80562e-06 1.28895e-06 8.90037e-07 3.86112e-06 5.70248e-06
threshold=0.51370000000000016 0.090100000000000013 -1.0000000180025095e-35 0.091650000000000009 0.088520000000000015 -0.107555 -1.0000000180025095e-35 0.086510000000000017 1.0000000180025095e-35 1.0000000180025095e-35 -0.012979999999999998 -0.019454999999999997 -0.025314999999999994 -0.065739999999999979 -0.089544999999999986 0.120965 0.088655000000000025 0.083385000000000015 0.089045000000000013 0.099015000000000006 -0.05208999999999999 0.10194000000000002 -0.092484999999999984 -0.072359999999999994 -0.007154999999999999 -0.086224999999999982 -0.0023199999999999996 -0.0061249999999999994 -0.079109999999999986 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 8 9 10 11 12 13 -8 16 17 -15 22 20 -20 21 -19 -16 -24 25 -12 -26 28 29 -28
right_child=-2 -3 3 -5 -6 6 7 -9 -10 -11 24 -13 -14 14 15 -17 -18 18 19 -21 -22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-1.432763519695131e-05 1.4269898401835234e-05 1.2382011701792465e-05 1.5774545012391173e-05 1.6043564853264668e-05 -1.822860462458006e-05 1.4264557861073021e-05 -1.9407287140893459e-05 1.3187966055738798e-05 -1.6854555083641159e-05 1.1151662857734683e-05 -9.0807240589388784e-06 -2.6269696095506799e-05 2.0731121116482212e-05 -8.9054967215582641e-06 2.14720754053316e-06 -3.8610948307905351e-05 3.0599055218882509e-05 -2.0008630278512973e-06 2.9965713005367433e-05 7.9916721309321786e-07 -1.7929810509221784e-05 2.3757699965734412e-05 -3.8995500705953291e-05 -8.5903223906268161e-07 -1.9415133261404932e-05 4.2620258576183308e-05 -3.1382012884427648e-06 -2.7762043499807867e-07 -1.2442287717931322e-05 5.4879463965562537e-05
leaf_weight=31 20 29 25 28 21 24 32 24 22 47 35 33 21 39 31 25 33 198 25 30 31 26 28 31 34 24 36 2056 50 32
leaf_count=31 20 29 25 28 21 24 32 24 22 47 35 33 21 39 31 25 33 198 25 30 31 26 28 31 34 24 36 2056 50 32
internal_value=0 -9.20386e-08 -2.09795e-07 -6.58774e-08 -2.15583e-07 -8.91552e-08 -2.22823e-07 -3.40967e-07 -4.52202e-07 -3.27641e-07 -5.16949e-07 -3.37653e-06 -2.00294e-06 -2.90543e-06 -1.84293e-06 -3.71386e-06 9.20076e-06 -1.53279e-06 1.41556e-06 1.40567e-05 -1.31096e-06 9.8897e-07 -1.16882e-05 -1.89577e-05 2.18444e-07 1.19502e-05 -9.50403e-08 2.07114e-07 8.65299e-06 2.41642e-05
internal_weight=0 3101 3072 3041 3013 2992 2967 2943 2919 2897 2850 583 550 529 497 425 72 400 310 55 255 224 90 59 2267 59 2208 2174 118 68
internal_count=3121 3101 3072 3041 3013 2992 2967 2943 2919 2897 2850 583 550 529 497 425 72 400 310 55 255 224 90 59 2267 59 2208 2174 118 68
is_linear=0
shrinkage=0.1


Tree=4876
num_leaves=31
num_cat=0
split_feature=40 130 40 2 16 2 1 474 155 11 33 10 16 1 376 2 0 475 475 475 1375 3 43 15 1375 52 0 0 12 150
split_gain=3.98705e-07 1.50174e-06 6.46073e-07 4.63885e-07 4.05256e-07 1.92286e-06 2.94779e-06 1.80407e-06 1.63638e-06 6.01683e-07 1.54002e-06 8.01441e-07 1.21784e-05 5.26501e-06 6.12253e-07 6.1374e-07 1.58574e-06 5.9452e-07 7.91979e-07 1.91393e-06 2.44025e-06 6.61657e-06 1.8946e-06 4.79108e-06 1.27704e-06 1.09329e-06 1.07468e-06 2.09929e-06 1.91917e-06 9.18278e-07
threshold=-0.24620999999999996 -0.22699999999999995 -0.15322999999999998 0.31358000000000003 0.62682500000000008 0.10613000000000002 0.10234000000000001 -1.0000000180025095e-35 0.11854500000000001 -0.011194999999999998 -0.012019999999999998 -0.0097449999999999985 -0.056919999999999991 0.11181500000000001 0.11690000000000002 -0.045829999999999989 -0.062294999999999996 -0.10664 -0.086304999999999979 -0.085774999999999976 -0.15308499999999997 0.090900000000000009 -0.084999999999999978 -0.015744999999999999 -0.090674999999999992 -0.56368999999999991 0.11070500000000001 0.062580000000000011 0.091200000000000017 0.12820000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 8 -6 -7 -8 9 -4 -11 12 13 -12 15 16 -13 -17 22 -20 21 -21 -19 -24 -22 -26 27 29 -28 -27
right_child=1 2 3 -5 5 6 7 -9 -10 10 11 14 -14 -15 -16 17 -18 18 19 20 24 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=1.4073911938794482e-05 -2.6124722704811248e-05 1.7575392870466679e-05 1.5813382395890586e-05 -1.4493378545342819e-05 2.1274956008028316e-05 -3.935976969842159e-05 2.4406806278420846e-05 -1.4916846443416684e-05 2.3142703127720574e-05 -2.5311621872485075e-05 -5.9586817624222025e-05 -3.3265476467931876e-05 6.1612495633669135e-05 6.6514296037212268e-06 1.7277139443194758e-05 -1.1867111507377733e-05 1.3678800221383334e-06 -1.5081686578923836e-05 -3.0970702136983161e-05 5.3798736085549795e-05 -2.5509119659545834e-05 -2.1509601365323763e-05 -6.310986480928949e-06 5.7375299348634495e-05 -2.138036998834044e-05 -2.2921285033058152e-07 -4.3967572282505873e-06 -3.2541863698725135e-05 2.9707984608786788e-05 1.7376908444930451e-05
leaf_weight=20 22 21 24 22 20 28 20 28 31 24 20 20 29 30 20 42 39 20 20 28 20 20 27 21 24 2365 33 20 33 30
leaf_count=20 22 21 24 22 20 28 20 28 31 24 20 20 29 30 20 42 39 20 20 28 20 20 27 21 24 2365 33 20 33 30
internal_value=0 -9.077e-08 9.52472e-08 -2.47931e-08 8.00518e-08 -6.31365e-06 -1.35738e-05 1.46801e-06 2.88826e-07 4.52813e-08 -8.58918e-08 1.25719e-07 1.00578e-05 -1.98439e-05 -1.56322e-07 -2.8256e-07 -1.03722e-05 -6.23265e-08 1.23995e-07 -1.5538e-07 8.41482e-08 2.24203e-05 1.07772e-05 2.15518e-05 -3.40459e-07 -1.39512e-07 6.59621e-08 -2.78103e-07 1.26556e-05 -8.67688e-09
internal_weight=0 3101 3079 3058 3036 96 76 48 2940 2909 2885 2861 79 50 2782 2762 59 2703 2661 2593 2573 48 68 48 2525 2505 2481 2415 66 2395
internal_count=3121 3101 3079 3058 3036 96 76 48 2940 2909 2885 2861 79 50 2782 2762 59 2703 2661 2593 2573 48 68 48 2525 2505 2481 2415 66 2395
is_linear=0
shrinkage=0.1


Tree=4877
num_leaves=31
num_cat=0
split_feature=3 394 3 0 13 1456 4 1447 403 403 481 1455 1429 52 0 157 4 3 403 1210 1210 3 15 3 1213 43 1210 13 13 13
split_gain=3.9888e-07 2.23361e-06 2.18094e-06 1.56966e-06 2.23021e-06 1.45491e-06 2.77328e-06 2.30771e-06 2.93461e-06 2.82117e-06 1.44376e-06 9.50398e-07 1.09272e-06 2.65653e-06 2.40381e-06 1.90399e-06 4.09e-06 1.31337e-06 1.40214e-06 1.35832e-06 1.33091e-06 1.7695e-06 4.2671e-06 2.29658e-06 1.01217e-06 2.03961e-06 1.67694e-06 1.04671e-06 5.71253e-06 4.07798e-06
threshold=-0.083489999999999995 0.10448000000000002 -0.08323499999999999 0.10455500000000001 -0.033284999999999988 -0.089834999999999984 -0.081609999999999988 -0.086424999999999988 -0.54856499999999986 -0.51931999999999989 -0.085629999999999984 -0.092919999999999989 0.052280000000000007 -0.082554999999999976 0.051010000000000007 -0.06482499999999998 -0.0047449999999999992 -0.082879999999999995 -0.53960999999999981 -0.24369999999999997 -0.077744999999999995 -0.082404999999999992 -0.015039999999999998 -0.082234999999999989 0.10210000000000001 0.062770000000000006 -0.061049999999999993 -0.083499999999999977 -0.081829999999999986 -0.081029999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=2 -3 3 4 -6 7 -8 8 9 10 -12 12 13 15 -16 -17 -18 18 19 20 21 23 -24 24 25 -27 27 28 29 -31
leaf_value=-4.2217395259120334e-05 -2.9645753714318675e-05 3.3020033172512994e-05 1.4678728452011901e-05 -4.3832127578298244e-05 -1.0007123261945502e-06 2.9921463569085713e-05 6.9366342358989641e-06 -2.8518193881388995e-05 3.8052289870566238e-05 2.3842289072962121e-05 4.0684804483739442e-07 -2.0210785653773658e-05 -3.2309155896352121e-05 -1.1409481160740143e-05 3.4728566770354522e-05 -2.3359339945233409e-05 4.5386154843505384e-05 2.0341056487642862e-05 -2.6077425445691915e-05 1.8392739475996515e-05 1.2179349768302928e-05 2.9228934242079658e-05 -4.4196626217383492e-05 -2.6929864270641703e-05 3.0814961670936711e-05 -7.0701376427206449e-06 -4.2904764603191336e-06 3.7203705218163057e-05 -3.6989936208932516e-05 1.1134063306143508e-06
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internal_value=0 1.45686e-06 -8.77266e-07 -4.88098e-07 -1.77973e-05 8.53569e-07 -1.65718e-05 1.57897e-06 8.42117e-07 1.77017e-06 1.02538e-06 -1.62801e-08 -3.6195e-07 -9.93204e-06 2.62671e-07 6.67645e-07 1.10945e-05 -1.43767e-07 2.42138e-07 -1.77104e-07 1.44639e-07 -3.08369e-07 -1.80966e-05 3.24833e-07 -1.98933e-07 1.28694e-05 -7.18748e-07 -2.72284e-07 1.5765e-06 -8.50719e-08
internal_weight=0 1173 1948 1922 51 1151 46 1105 1077 1044 1023 1871 1828 112 1716 76 53 1696 1664 1630 1610 1571 54 1517 1490 57 1433 1409 965 922
internal_count=3121 1173 1948 1922 51 1151 46 1105 1077 1044 1023 1871 1828 112 1716 76 53 1696 1664 1630 1610 1571 54 1517 1490 57 1433 1409 965 922
is_linear=0
shrinkage=0.1


Tree=4878
num_leaves=31
num_cat=0
split_feature=1444 481 42 2 1447 403 481 481 484 1453 1456 484 484 52 151 133 484 484 43 160 4 159 483 52 15 4 483 0 12 12
split_gain=3.87135e-07 4.90468e-07 2.89084e-06 7.24085e-06 4.60172e-06 1.41517e-06 1.3072e-06 1.23734e-06 2.1525e-06 8.78918e-07 6.06756e-07 5.21402e-07 2.82052e-06 2.54151e-06 2.01453e-06 2.98218e-06 1.85838e-06 2.57722e-06 3.61218e-06 1.46826e-06 1.99438e-06 9.34675e-07 7.50319e-07 4.29178e-06 9.56867e-07 1.27979e-06 8.3007e-07 1.32868e-06 7.54879e-07 1.83136e-06
threshold=-0.086359999999999992 -0.087424999999999989 0.090545000000000014 0.085485000000000019 0.0030850000000000005 -0.56738999999999995 -0.085749999999999979 -0.081614999999999979 -0.08040499999999999 -0.083254999999999982 0.11772000000000001 -0.081614999999999979 -0.079734999999999986 -0.020999999999999994 -0.08341999999999998 0.085265000000000021 -0.073334999999999984 -0.023814999999999996 -0.065269999999999981 0.043720000000000009 -0.010024999999999997 0.10300000000000001 0.10083000000000002 0.12445000000000002 -0.56020999999999987 0.6227450000000001 0.085050000000000014 -0.089964999999999976 0.12757000000000002 0.14786000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3 -7 8 -8 -9 11 13 -13 19 -15 -16 -14 18 -18 21 -21 -11 24 -24 -19 26 28 -28 -26 -30
right_child=1 5 -4 4 -6 6 7 9 -10 10 -12 12 16 14 15 -17 17 22 -20 20 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=1.2394083722028883e-05 -5.1306276939364832e-05 2.5994606108898079e-05 2.6774616208058434e-05 -2.0241322880318204e-05 4.450469175589249e-05 -2.4917535059406265e-05 -4.989046019112548e-06 -1.8426004540882647e-05 4.0850355821930863e-05 -3.3418590929495228e-05 -1.3439526391624841e-05 -3.5817218870513238e-05 2.2702392804300568e-05 -4.4782814852780958e-06 1.0023261280653779e-05 5.5049456724039686e-05 -4.7804601813873487e-05 -1.6369257738395908e-05 3.0055625019657955e-07 2.0811071624393663e-05 -1.9443509845586959e-05 -4.2387458961457017e-06 -1.1106677844951708e-05 4.132889922672163e-05 6.1221186102536554e-07 2.2792813018895687e-05 6.4264831235050232e-06 -2.7580043472510253e-05 -3.3791600518187893e-05 1.5446824983717473e-06
leaf_weight=25 33 21 20 23 21 21 21 26 20 23 33 22 36 29 38 24 27 35 37 32 20 21 37 27 2311 25 20 27 22 44
leaf_count=25 33 21 20 23 21 21 21 26 20 23 33 22 36 29 38 24 27 35 37 32 20 21 37 27 2311 25 20 27 22 44
internal_value=0 -1.00088e-07 -7.09863e-06 -1.58969e-05 1.06602e-05 1.26273e-07 -5.6143e-08 1.20417e-07 1.73716e-05 -1.22141e-07 4.25305e-08 1.98256e-07 -1.59261e-07 5.30291e-06 1.72769e-05 2.74528e-05 1.36991e-07 -1.74017e-07 -1.99938e-05 -6.04747e-06 5.32854e-06 -1.94918e-05 3.23811e-07 1.10146e-05 4.83644e-08 2.82998e-07 5.0842e-08 -1.31092e-05 3.11053e-07 -1.02341e-05
internal_weight=0 3096 97 77 44 2999 2978 2957 41 2916 2890 2857 2670 187 91 62 2648 2612 64 96 52 44 2548 64 2484 2449 2424 47 2377 66
internal_count=3121 3096 97 77 44 2999 2978 2957 41 2916 2890 2857 2670 187 91 62 2648 2612 64 96 52 44 2548 64 2484 2449 2424 47 2377 66
is_linear=0
shrinkage=0.1


Tree=4879
num_leaves=31
num_cat=0
split_feature=1212 1212 402 15 1210 401 1209 52 1209 401 1213 403 394 1212 1210 3 1212 12 1204 1213 402 0 402 132 120 484 2 12 3 12
split_gain=3.94e-07 4.99095e-07 6.089e-07 1.78736e-06 8.66085e-07 5.73512e-07 5.85914e-07 3.48475e-06 1.32237e-06 9.95549e-07 5.15875e-07 1.68938e-06 1.33641e-06 6.11294e-07 3.63038e-06 2.84761e-06 1.32043e-06 7.73002e-07 6.92256e-07 6.76187e-07 9.49141e-07 8.60841e-06 9.15386e-07 6.25214e-07 1.19501e-06 7.355e-07 7.35484e-06 6.0391e-06 2.08166e-06 1.73811e-06
threshold=0.16029000000000002 0.13631000000000001 -0.45454999999999995 0.095175000000000023 0.26755500000000004 0.13571500000000003 -0.084519999999999984 0.087765000000000024 -0.069599999999999981 -0.099524999999999988 0.11076500000000002 -0.014954999999999998 0.264685 -0.089544999999999986 -0.14310999999999999 -0.078724999999999976 -0.009474999999999999 0.088725000000000012 0.057120000000000011 0.093235000000000026 0.10607000000000001 -0.086554999999999979 0.099740000000000009 -0.41127499999999995 0.093680000000000013 0.10126500000000001 0.11474000000000002 0.22926500000000002 -0.087909999999999988 0.12757000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4 -8 -10 12 -12 13 15 -15 17 -16 -11 19 20 22 -22 23 -18 25 27 28 29 -27 -25
right_child=-2 -3 4 -5 -6 -7 8 -9 9 10 11 -13 -14 14 16 -17 18 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-3.5166221414328907e-06 1.3990631705382841e-05 -1.5098635594767984e-05 7.7161169219135237e-06 3.0568339010642376e-05 -2.042679816007703e-05 1.3709460884759514e-05 2.3391234632678487e-05 -4.281040518045692e-05 -1.8003286091118667e-05 5.2903746041010891e-06 -2.1870126891325269e-05 1.1430411832407117e-05 2.5975229727919214e-05 -3.8952574592106733e-05 2.063335625514869e-05 3.7577911280095583e-05 1.3828212195221569e-05 -1.8046618308951358e-05 -1.7790834615218707e-05 1.6389624188832388e-05 -5.9407715968478923e-05 2.1908048153515363e-05 1.8122520389494771e-05 2.5162615684758184e-07 -2.199220362945198e-05 2.879196235501998e-05 -6.1651372864920034e-05 5.3799704065091823e-05 -4.003246228876378e-06 -2.3590304021302975e-05
leaf_weight=40 20 22 39 25 21 30 24 21 31 40 39 25 20 24 31 24 32 22 22 25 23 30 28 2241 25 24 21 21 100 31
leaf_count=40 20 22 39 25 21 30 24 21 31 40 39 25 20 24 31 24 32 22 22 25 23 30 28 2241 25 24 21 21 100 31
internal_value=0 -9.02352e-08 1.70025e-08 9.59298e-06 -1.89513e-07 -4.75209e-08 -1.86809e-07 -9.96817e-06 1.53551e-08 -1.79512e-07 1.44972e-08 -8.8621e-06 2.18557e-07 3.21846e-08 -2.34317e-07 8.33092e-06 1.1581e-07 -2.99049e-06 -1.26677e-07 2.27317e-08 -1.36109e-07 -1.33799e-05 1.42101e-07 -5.96834e-08 -2.40119e-07 -1.70664e-08 -6.92411e-06 4.19707e-07 2.34421e-06 -7.36819e-08
internal_weight=0 3101 3079 65 3014 2993 2963 60 2903 2879 2848 64 2784 2764 2678 86 2654 62 2623 2601 2576 53 2523 2495 2463 2438 145 2293 124 2272
internal_count=3121 3101 3079 65 3014 2993 2963 60 2903 2879 2848 64 2784 2764 2678 86 2654 62 2623 2601 2576 53 2523 2495 2463 2438 145 2293 124 2272
is_linear=0
shrinkage=0.1


Tree=4880
num_leaves=31
num_cat=0
split_feature=12 130 2 10 10 4 10 34 40 45 142 9 2 0 2 4 157 13 159 15 15 13 43 3 13 402 0 47 47 47
split_gain=4.65037e-07 8.40178e-07 4.38639e-07 5.4672e-07 4.60509e-07 1.22502e-05 2.55851e-06 6.4783e-07 3.17874e-06 4.95909e-07 9.48422e-07 5.20059e-07 2.5194e-06 5.18334e-07 8.91531e-07 8.32413e-07 2.52292e-06 6.41486e-07 2.55958e-06 3.02019e-06 8.6392e-07 7.5986e-07 1.789e-06 2.33431e-06 1.67478e-06 1.40571e-06 1.1148e-06 8.39221e-07 3.45519e-06 2.13715e-06
threshold=0.23631000000000002 -0.22461999999999996 0.25063000000000007 -0.4066499999999999 -0.012544999999999999 0.053180000000000012 -0.0091199999999999979 -0.057544999999999992 -0.076644999999999977 0.094030000000000016 -1.0000000180025095e-35 0.092890000000000014 -0.090999999999999984 0.14486500000000005 0.10497000000000002 -0.50940999999999981 -0.0066899999999999989 -0.16152999999999998 0.085240000000000024 -1.0000000180025095e-35 -0.094549999999999981 -0.097224999999999992 0.10366000000000002 -0.082154999999999992 -0.094514999999999988 0.087575000000000014 -0.10151999999999999 0.092165000000000011 0.097970000000000015 0.088915000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -6 8 -8 10 -9 12 -12 15 -15 16 -14 18 19 20 -17 22 23 -19 25 -23 -24 29 -29 -26
right_child=-2 2 3 -5 6 -7 7 9 -10 -11 11 -13 13 14 -16 17 -18 21 -20 -21 -22 24 26 -25 27 -27 -28 28 -30 -31
leaf_value=1.7668344962321164e-05 -1.4166869131377494e-05 -3.795393196673229e-05 1.5094102946022758e-06 -2.1592589975972216e-05 -3.4061075083710338e-05 5.2466711695747253e-05 -1.1557780369632662e-05 2.0807030258848418e-05 4.0751627585407176e-05 -1.1851849777875553e-05 -3.0568597810121937e-05 1.3776431977156016e-05 6.2721717093718962e-06 2.2052040055444067e-05 -4.8486085275230426e-06 -1.5193646187629298e-05 -3.9240041595738671e-05 4.7896141078733006e-06 1.1965037087470087e-05 -4.7470995078432073e-05 1.1075614176141765e-05 -3.7993227444877413e-05 7.2484265474486164e-06 4.0369941380699209e-05 6.9393125647115988e-07 -9.4941570296214204e-07 -2.3257577895887866e-05 -3.3261164109619034e-05 4.3641612137435003e-09 2.6730378340289463e-05
leaf_weight=27 23 29 20 21 22 31 26 22 21 35 27 27 29 28 22 31 21 54 45 24 21 21 25 28 2129 20 23 37 200 32
leaf_count=27 23 29 20 21 22 31 26 22 21 35 27 27 29 28 22 31 21 54 45 24 21 21 25 28 2129 20 23 37 200 32
internal_value=0 1.05174e-07 -4.92399e-08 -1.03233e-05 8.97824e-08 8.7634e-06 -8.54423e-08 1.68107e-07 1.18145e-05 -2.05797e-08 1.23905e-07 -3.60906e-08 -1.68479e-07 1.25716e-07 1.02158e-05 -5.84091e-08 -1.2843e-05 1.79222e-07 -6.9363e-06 -1.81279e-05 -4.58491e-06 5.14363e-07 7.96372e-06 1.6939e-05 1.17308e-07 -1.99231e-05 -7.36903e-06 4.59951e-07 -5.18899e-06 1.07948e-06
internal_weight=0 3098 3071 41 3030 60 2970 2948 47 2901 2866 2844 2817 2790 50 2740 50 2690 121 76 52 2569 130 82 2439 41 48 2398 237 2161
internal_count=3121 3098 3071 41 3030 60 2970 2948 47 2901 2866 2844 2817 2790 50 2740 50 2690 121 76 52 2569 130 82 2439 41 48 2398 237 2161
is_linear=0
shrinkage=0.1


Tree=4881
num_leaves=31
num_cat=0
split_feature=46 44 1428 473 471 475 1 1 0 12 34 1 16 1 1 9 484 15 12 48 97 1 1 13 0 1 0 1 1 0
split_gain=4.53237e-07 1.48075e-06 7.27213e-07 1.36174e-06 8.77905e-07 7.30681e-07 5.23678e-07 2.63529e-06 4.48945e-06 3.94678e-06 2.24124e-06 1.86052e-06 1.66276e-06 1.52187e-06 2.58844e-06 1.38803e-06 1.31002e-06 2.54422e-06 3.14175e-06 1.621e-06 1.12171e-06 9.79224e-07 1.81328e-06 3.32545e-06 1.86837e-06 1.63262e-06 3.72594e-06 2.96135e-06 1.90815e-06 1.67676e-06
threshold=0.084955000000000017 0.10049500000000001 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 -0.50059999999999982 0.102705 0.107145 -0.14794999999999997 0.086565000000000017 -0.057544999999999992 0.10752500000000002 0.63636000000000015 0.10920500000000001 0.11039500000000001 0.086220000000000005 0.10126500000000001 -0.56020999999999987 0.12757000000000002 -0.031249999999999997 -0.079444999999999988 0.096255000000000021 0.096860000000000016 -0.072819999999999982 -0.067094999999999988 0.094090000000000021 -0.076899999999999982 0.093400000000000025 0.092390000000000014 -0.23051499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 10 8 -8 -10 -7 -9 13 -13 -15 21 17 -16 19 -19 -21 25 -23 -24 -25 27 -27 28 29 -12
right_child=1 -3 3 4 5 6 7 11 9 -11 15 12 -14 14 16 -17 -18 18 -20 20 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-1.5145273198413634e-05 3.0369162351462366e-05 -5.5306921610651818e-06 2.6016281963165967e-05 -2.0066702218941985e-05 1.9032652253372363e-05 2.8691839944323353e-05 1.6874498658517983e-05 2.9354775675268947e-05 -5.182608946341087e-05 -7.3893477658602052e-06 2.6206243738670312e-05 2.0612034373858908e-05 -2.7909616255783477e-05 -3.2611850503599273e-05 2.8316116345884053e-05 -2.5364141098786304e-05 -2.3395682734934037e-05 2.1630042302651993e-05 -3.0133015047106188e-05 -2.2536003788922073e-05 1.3289143370556152e-06 3.6036044652324304e-05 3.1593809085436453e-05 -2.3359683257838604e-05 1.1429364852889334e-05 -4.0381377889829195e-05 9.4856465348757108e-06 3.6946998807252389e-05 -2.2757772199434437e-05 1.4683588827507868e-07
leaf_weight=32 20 27 20 22 20 28 29 21 39 41 25 34 22 25 33 21 22 38 33 21 317 21 29 38 26 31 29 22 36 1999
leaf_count=32 20 27 20 22 20 28 29 21 39 41 25 34 22 25 33 21 22 38 33 21 317 21 29 38 26 31 29 22 36 1999
internal_value=0 9.74584e-06 -1.48999e-07 8.75247e-09 -1.63369e-07 -1.74111e-08 -1.45264e-07 -2.59493e-06 -1.68332e-05 -2.90523e-05 5.72101e-07 1.47068e-07 -9.78367e-07 1.54496e-07 -1.26791e-06 2.26316e-07 4.20881e-07 1.60632e-06 -5.48748e-07 2.04774e-06 -1.53817e-07 4.64525e-07 9.49538e-06 3.50232e-06 -9.22663e-06 -1.61082e-08 -1.6279e-05 4.52563e-07 6.28161e-08 4.68716e-07
internal_weight=0 47 3074 3042 3022 3000 2980 675 109 80 2305 566 545 523 489 2277 464 442 409 376 338 2256 114 93 64 2142 60 2082 2060 2024
internal_count=3121 47 3074 3042 3022 3000 2980 675 109 80 2305 566 545 523 489 2277 464 442 409 376 338 2256 114 93 64 2142 60 2082 2060 2024
is_linear=0
shrinkage=0.1


Tree=4882
num_leaves=31
num_cat=0
split_feature=46 46 1428 12 130 1 1 148 16 13 51 147 147 147 34 9 40 10 447 1 1 1 1 49 51 160 471 155 1 1
split_gain=4.40152e-07 6.48949e-07 5.09561e-07 4.14934e-07 7.57292e-07 4.1168e-07 1.80199e-06 1.22836e-06 8.78421e-07 1.37152e-06 9.5263e-07 7.13775e-07 1.46571e-06 8.00602e-07 8.14189e-07 3.11252e-06 2.29722e-06 2.00597e-06 5.83746e-07 5.15346e-07 5.53947e-06 3.16246e-06 1.23669e-06 1.51703e-06 3.0296e-06 1.61744e-06 1.03411e-06 1.3199e-06 1.93849e-06 1.25602e-06
threshold=0.10987500000000001 0.083550000000000013 -0.070379999999999984 0.23631000000000002 -0.22461999999999996 0.13686500000000004 0.13842500000000005 0.099425000000000013 -0.11118499999999999 -0.13710499999999998 -0.21316999999999997 0.097985000000000017 0.092070000000000013 0.090335000000000013 -0.057544999999999992 0.091600000000000015 -1.0000000180025095e-35 -0.0093599999999999985 0.089095000000000021 0.10557500000000002 0.107145 0.10389500000000002 0.10797500000000002 -0.043469999999999995 0.091000000000000011 0.062030000000000009 -0.071899999999999978 0.11854500000000001 0.10293500000000001 0.096255000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 11 9 -8 -10 12 13 14 16 17 -6 -16 19 21 -21 26 -22 24 -24 -25 -19 28 29 -28
right_child=-2 -3 3 -5 5 6 8 -9 10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 20 22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=1.2397442917448865e-05 1.4094631672957225e-05 -1.5255047095966542e-05 1.6673748906146944e-05 -1.4104053928219531e-05 -2.3742384238782205e-06 -3.1706015812977221e-05 -4.7729883146547976e-06 2.2643447672029048e-05 7.8580538747985432e-06 2.4546655101773841e-05 -1.9230368972686748e-05 -1.5683605162284323e-05 2.3272471622072369e-05 -1.9591301590827201e-05 2.8273588679439856e-05 -3.2858814922982336e-05 3.5008589655262769e-05 -2.1460001847696151e-05 -1.6408442140593915e-05 -3.9661084615784748e-05 2.3156101910306305e-05 3.7384697102622703e-05 -6.9187306298072846e-06 -1.6406955459330039e-06 4.4850291160400957e-05 -3.0760662134742323e-05 -1.6099067510374648e-07 2.2302874505705268e-05 -2.882154346835982e-05 1.1425409591501361e-05
leaf_weight=33 22 28 27 21 48 22 39 24 20 27 37 29 27 21 25 29 25 22 22 38 23 23 26 208 20 21 2066 27 23 98
leaf_count=33 22 28 27 21 48 22 39 24 20 27 37 29 27 21 25 29 25 22 22 38 23 23 26 208 20 21 2066 27 23 98
internal_value=0 -1.00065e-07 3.81114e-08 -9.61407e-08 1.36214e-09 -1.49191e-07 -5.34677e-06 1.15712e-07 -6.32109e-07 7.22141e-06 -9.72566e-06 -7.59456e-08 8.61683e-08 -1.40244e-07 8.61609e-09 -2.76155e-07 1.04281e-05 8.14901e-08 -1.87827e-07 -5.0311e-08 -3.70432e-06 4.9318e-07 8.80774e-07 -9.82254e-07 1.55895e-05 -4.31109e-06 1.13705e-07 3.28078e-07 5.67846e-08 3.63717e-07
internal_weight=0 3099 3071 3038 3017 2990 145 2845 123 66 57 2821 2792 2765 2744 2671 73 2642 2617 2595 336 2259 298 275 46 229 2236 2214 2187 2164
internal_count=3121 3099 3071 3038 3017 2990 145 2845 123 66 57 2821 2792 2765 2744 2671 73 2642 2617 2595 336 2259 298 275 46 229 2236 2214 2187 2164
is_linear=0
shrinkage=0.1


Tree=4883
num_leaves=31
num_cat=0
split_feature=482 42 0 482 52 483 121 156 33 123 43 43 1371 1375 150 1374 1373 457 13 12 1428 43 1375 150 133 49 12 52 52 157
split_gain=4.27039e-07 3.05635e-06 1.10313e-06 9.85478e-07 4.36112e-06 2.33741e-06 1.62382e-06 1.36498e-06 5.29234e-07 5.32286e-07 5.43504e-07 2.86675e-06 2.16176e-06 3.25389e-06 2.05213e-06 1.39852e-06 5.48749e-06 1.98453e-06 1.20788e-06 1.5943e-06 1.23841e-06 1.22944e-06 1.33371e-06 1.19178e-06 2.79277e-06 1.94135e-06 2.13024e-06 1.12388e-06 3.48458e-06 3.31136e-06
threshold=0.11191500000000001 0.096450000000000022 -0.078244999999999995 0.090355000000000005 0.12445000000000002 0.099040000000000003 -0.094339999999999993 0.09148000000000002 -0.044254999999999996 0.11679000000000002 -0.082389999999999977 -0.08287499999999999 0.084340000000000012 -0.15308499999999997 0.10699000000000002 0.088460000000000011 1.0000000180025095e-35 0.31508000000000008 0.10002500000000002 0.09334000000000002 -0.071779999999999997 -0.082144999999999982 0.060690000000000008 0.085395000000000013 0.086695000000000008 -0.053364999999999996 0.083370000000000014 -0.56022499999999986 -0.54663499999999987 -0.00078499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 7 -1 -5 -8 10 11 12 13 -10 23 16 17 18 20 -20 -12 -22 27 25 -25 26 -15 29 -29 -23
right_child=1 -3 -4 4 -6 -7 8 -9 9 -11 15 -13 -14 14 -16 -17 -18 -19 19 -21 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-2.6601712338363183e-05 -7.1426144190369204e-06 -4.0867550399070755e-05 2.2136633147469681e-05 2.6216568868711388e-05 5.1677973306141216e-05 -3.0161920874434146e-05 1.589119050809781e-05 -6.5093619173239856e-06 3.9836137611101465e-05 1.2587252172813874e-05 -2.1062434133191052e-05 3.7677767933013747e-05 -3.0578802068789841e-05 -2.1805035285896419e-06 -2.6789566126038921e-05 -2.0280763385164539e-05 4.901139790573242e-05 -2.763869396663462e-05 3.6343559595479744e-05 5.626644148530129e-07 -2.498193057579643e-05 4.1540935078797784e-05 2.2771844002515232e-05 -1.2466565982695335e-06 4.2689019052056174e-05 2.2421784076667589e-06 -4.3540434417081998e-05 -3.2594873392294434e-05 -7.3971053080436691e-07 -1.1035381454348682e-05
leaf_weight=23 31 20 22 26 20 20 21 25 22 33 31 22 21 33 26 37 22 28 20 33 21 23 24 39 23 556 20 35 1819 25
leaf_count=23 31 20 22 26 20 20 21 25 22 33 31 22 21 33 26 37 22 28 20 33 21 23 24 39 23 556 20 35 1819 25
internal_value=0 -7.55844e-06 5.01104e-06 1.81036e-07 1.0431e-05 -1.18791e-06 -1.344e-07 1.01744e-05 7.3081e-08 -4.09527e-08 -1.85651e-07 2.10464e-06 1.04706e-06 1.97076e-06 7.75588e-07 -1.00964e-06 -6.66998e-07 -1.1978e-06 -8.33279e-07 1.40649e-05 -1.23247e-06 -9.1674e-07 -6.54347e-07 1.84369e-06 1.50521e-05 4.98992e-07 -1.7788e-05 -9.49946e-07 -1.34108e-06 1.41574e-05
internal_weight=0 73 53 3048 91 71 2957 51 2934 2913 2880 762 740 719 697 2118 2081 2059 2031 53 1978 1947 1926 671 62 609 53 1902 1854 48
internal_count=3121 73 53 3048 91 71 2957 51 2934 2913 2880 762 740 719 697 2118 2081 2059 2031 53 1978 1947 1926 671 62 609 53 1902 1854 48
is_linear=0
shrinkage=0.1


Tree=4884
num_leaves=31
num_cat=0
split_feature=46 44 1428 473 471 474 3 1429 1429 1429 51 484 2 13 1371 456 0 51 474 484 131 133 1 0 16 4 0 43 1 1
split_gain=4.01363e-07 1.37091e-06 5.31512e-07 1.10573e-06 6.81862e-07 6.2189e-07 1.43461e-06 7.41476e-07 2.03944e-06 7.18398e-07 4.32038e-07 4.50879e-06 5.61809e-06 2.65869e-06 1.74091e-06 2.69444e-06 1.45795e-06 1.06896e-06 8.63985e-07 1.38432e-06 1.57052e-06 1.66378e-06 8.13023e-07 7.59074e-07 2.60056e-06 4.74579e-06 2.34466e-06 8.85131e-06 1.46e-06 1.55795e-06
threshold=0.084955000000000017 0.10049500000000001 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 -0.08539999999999999 -0.079724999999999976 -0.07700499999999999 -0.15673999999999996 -1.0000000180025095e-35 -0.085604999999999987 0.085790000000000019 0.087015000000000023 -0.080344999999999986 0.083235000000000017 -0.087384999999999977 -0.087519999999999987 -0.084829999999999989 0.089190000000000005 -0.078424999999999981 0.081165000000000001 0.089980000000000018 0.104035 -0.14794999999999997 -0.073849999999999985 -0.0092149999999999992 -0.14116499999999996 -0.00045499999999999995 0.078340000000000007 0.086105000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6 8 -7 -9 11 13 -13 16 17 -16 -11 -12 19 -15 21 22 -21 24 28 -26 27 -25 -19 -30
right_child=1 -3 3 4 5 7 -8 9 -10 10 14 12 -14 18 15 -17 -18 23 -20 20 -22 -23 -24 26 25 -27 -28 -29 29 -31
leaf_value=-1.2960855337951216e-05 2.9014860513143506e-05 -5.5278587212712789e-06 2.3430287656083236e-05 -1.7701292458386063e-05 -4.5309400822338044e-06 6.5425704671421655e-06 2.8157596709206703e-05 1.6516444898465683e-05 -3.6695000308100137e-05 8.1094491057835203e-06 -2.1530029224105302e-05 -7.2474088174203654e-05 -1.9769385149769596e-06 -2.789443272301166e-05 -4.9968552775681023e-06 4.6911097360862189e-05 4.2965734355675525e-05 2.5880296261675541e-05 1.5986372168949209e-05 3.969243236952025e-06 1.5768349552864063e-05 -2.8974993434920702e-05 -1.321228334875611e-05 1.1819496889544216e-05 -2.8560618667532773e-07 6.3493836059933534e-05 4.7019633033357023e-08 -7.3508763889549301e-05 -2.3807409570508755e-05 1.5829429845200204e-06
leaf_weight=32 20 27 20 22 29 24 25 26 20 30 23 20 26 24 20 20 20 20 21 80 38 28 42 31 28 20 2191 20 29 145
leaf_count=32 20 27 20 22 29 24 25 26 20 30 23 20 26 24 20 20 20 20 21 80 38 28 42 31 28 20 2191 20 29 145
internal_value=0 9.17117e-06 -1.40225e-07 -5.36012e-09 -1.6046e-07 -3.18276e-08 1.06026e-05 -2.26757e-07 -1.31109e-05 -3.14084e-08 -1.81007e-07 -3.59123e-06 -3.26279e-05 1.1285e-06 2.59498e-07 2.09571e-05 2.2052e-05 -7.07395e-08 -3.36151e-06 -5.27804e-06 -2.39085e-06 -6.99118e-06 -1.94571e-06 1.27958e-07 5.44875e-06 2.62892e-05 -4.46365e-07 -2.16426e-05 2.9236e-07 -2.64878e-06
internal_weight=0 47 3074 3042 3022 3000 54 2946 44 2902 2876 329 46 283 2547 40 50 2507 233 212 188 150 122 2484 242 48 2242 51 194 174
internal_count=3121 47 3074 3042 3022 3000 54 2946 44 2902 2876 329 46 283 2547 40 50 2507 233 212 188 150 122 2484 242 48 2242 51 194 174
is_linear=0
shrinkage=0.1


Tree=4885
num_leaves=31
num_cat=0
split_feature=132 1186 394 43 50 46 46 1428 1452 158 0 483 0 39 52 160 15 12 16 142 11 480 160 1447 12 159 1447 479 1447 42
split_gain=3.8542e-07 1.11933e-05 5.36234e-06 1.22107e-06 6.39155e-07 3.76061e-07 8.06593e-07 6.16254e-07 4.29512e-07 5.61839e-07 1.69748e-06 5.38291e-07 1.96659e-06 1.38804e-06 7.57169e-07 8.13651e-07 6.49471e-07 6.00923e-07 1.26426e-06 1.24498e-06 1.06309e-06 6.8789e-07 1.02255e-06 8.11093e-07 4.95985e-06 3.27594e-06 2.4728e-06 9.17208e-07 6.60257e-07 1.37752e-06
threshold=-0.083284999999999984 0.0044650000000000011 0.12358500000000001 -0.011244999999999998 0.09227500000000001 0.10562000000000001 0.083550000000000013 -0.070379999999999984 0.11769000000000002 -0.46695499999999995 -0.077809999999999976 0.098395000000000024 -0.062294999999999996 0.15619500000000003 0.056145000000000007 -0.063384999999999983 -0.08730499999999998 0.12757000000000002 0.0028900000000000006 -0.057499999999999989 -0.014494999999999999 0.11471500000000003 -0.55323499999999981 -0.085684999999999997 0.083985000000000018 -0.092414999999999983 -0.084549999999999986 0.098570000000000005 -0.082229999999999984 0.088795000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 6 7 -2 9 10 -9 13 14 17 15 16 -13 19 -19 -11 -21 22 -22 24 -24 -26 -25 28 29 -28
right_child=2 -3 -4 4 -6 -7 -8 8 -10 11 -12 12 -14 -15 -16 -17 -18 18 -20 20 21 -23 23 26 25 -27 27 -29 -30 -31
leaf_value=-1.9881542568721154e-05 1.3686203844069192e-05 7.1697063153599376e-05 -5.1906574954045942e-05 3.1239534191832321e-06 -1.3751499227510067e-05 1.2264269411389251e-05 -1.8309372489966335e-05 9.8205733766441148e-06 1.2733587297694053e-05 2.434887234509612e-05 -2.8745116015670646e-05 -2.060289471046417e-06 3.3532181507987185e-05 -2.6552743220236154e-05 1.192135359115827e-05 6.9833513013387956e-06 -2.7545013344933982e-05 -2.8793673124544677e-05 4.0752895256446215e-06 -2.1986939030811797e-05 -1.7552996139398379e-05 1.7306211995436691e-05 4.3456724218011575e-05 -3.3553312575598036e-05 1.9496646802088855e-05 -2.7965790066060217e-05 -4.4915813898272899e-06 1.9182076372089798e-05 -3.1038693077925744e-07 3.1392650562338531e-05
leaf_weight=37 33 22 20 133 27 25 24 21 26 21 25 20 22 20 39 30 20 22 25 22 33 23 29 22 26 33 23 25 2253 20
leaf_count=37 33 22 20 133 27 25 24 21 26 21 25 20 22 20 39 30 20 22 25 22 33 23 29 22 26 33 23 25 2253 20
internal_value=0 4.04527e-06 -3.05275e-07 -3.50976e-06 2.76221e-07 5.28189e-08 -5.40366e-08 1.00615e-07 -5.95009e-08 -1.79407e-07 -1.1139e-05 5.39595e-09 6.25981e-06 -3.10094e-07 7.55296e-07 -5.46579e-06 -1.48027e-05 -1.06426e-07 -1.13102e-05 1.01707e-07 -1.01239e-07 9.23622e-08 -6.83191e-08 1.69029e-07 9.59417e-06 -7.05014e-06 -1.84966e-07 1.31321e-07 -7.61129e-08 1.21988e-05
internal_weight=0 219 2902 197 160 2882 2857 2833 2800 2774 46 2728 131 2597 109 70 40 2577 47 2530 2509 2487 2464 2431 88 59 2343 2321 2296 43
internal_count=3121 219 2902 197 160 2882 2857 2833 2800 2774 46 2728 131 2597 109 70 40 2577 47 2530 2509 2487 2464 2431 88 59 2343 2321 2296 43
is_linear=0
shrinkage=0.1


Tree=4886
num_leaves=31
num_cat=0
split_feature=40 130 42 1212 1213 15 1213 1213 403 1213 16 402 2 402 1185 3 3 4 1204 1209 1447 402 3 1210 1210 0 133 456 447 148
split_gain=4.17596e-07 1.38419e-06 9.46852e-07 5.31239e-07 6.6244e-07 1.55386e-06 9.59419e-07 8.15304e-07 5.25846e-06 2.62057e-06 7.34159e-06 2.30558e-06 1.80364e-06 6.27204e-07 6.02185e-07 6.06531e-07 2.23575e-06 4.10757e-06 2.17561e-06 1.97544e-06 1.89978e-06 3.7381e-06 1.65686e-06 1.65643e-06 3.39016e-06 1.30337e-06 2.18329e-06 1.16168e-06 9.97362e-07 2.38019e-06
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.52517999999999987 -0.24064499999999997 0.089165000000000008 -0.15413999999999997 -0.087969999999999979 -0.0047449999999999992 -0.084954999999999989 -0.026164999999999997 0.13775000000000001 0.084715000000000013 0.113945 0.093750000000000014 -0.083489999999999995 -0.084144999999999984 -0.080924999999999983 -0.080929999999999988 -0.084519999999999984 -0.086424999999999988 0.10607000000000001 -0.083154999999999993 -0.064799999999999983 -0.056299999999999996 0.10455500000000001 0.086910000000000015 -1.0000000180025095e-35 0.10121000000000001 -0.084794999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -6 8 12 10 -9 13 -8 14 15 16 20 -18 -17 -20 -11 27 -21 -24 -25 28 -27 -22 29 -26
right_child=1 2 -4 4 6 -7 7 9 -10 11 -12 -13 -14 -15 -16 18 17 -19 19 22 21 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=1.4403467143893069e-05 -2.5087203154974057e-05 1.5780559347365939e-05 1.9870704469819127e-05 3.1237649506822763e-06 1.8818487495553672e-05 -2.6126029607098647e-05 -1.0634635054884712e-05 6.7568446067547307e-05 -4.0405168644664467e-05 2.608945999405666e-05 -1.1928002808977348e-05 -2.6494553394789392e-05 2.6144803403743332e-05 1.6190470459302255e-05 -1.6914850968013135e-05 -2.7304005538274898e-05 5.7794898020802071e-05 1.272509931974734e-06 -2.9677627026103437e-05 2.5915510006295034e-05 -2.1108262840045981e-05 -4.1611185172639258e-05 -2.2393167070250084e-05 4.0825797987054103e-05 -3.466592293534632e-05 -4.2050689262396194e-05 1.5414250137163671e-06 1.6615069459083552e-06 2.2081940714997474e-05 6.0444895647580854e-08
leaf_weight=20 22 21 24 42 27 32 24 21 34 29 26 33 30 24 21 31 20 36 23 24 23 21 34 20 20 20 27 868 20 1504
leaf_count=20 22 21 24 42 27 32 24 21 34 29 26 33 30 24 21 31 20 36 23 24 23 21 34 20 20 20 27 868 20 1504
internal_value=0 -9.28955e-08 8.56932e-08 -6.97373e-08 -1.79446e-07 -9.52479e-06 5.41877e-08 -1.18549e-07 -9.59844e-06 1.74678e-07 2.35917e-05 -2.18674e-07 9.79839e-06 9.4926e-08 -4.60055e-08 8.42319e-08 2.04731e-06 2.14591e-05 -1.05169e-06 -5.70704e-07 8.92091e-07 9.08587e-08 -1.6959e-07 -5.50163e-07 -8.91681e-08 -6.03498e-07 -1.70084e-05 1.07374e-06 -1.04126e-07 -3.95282e-07
internal_weight=0 3101 3079 3055 3034 74 2960 2933 88 2845 47 2798 54 2765 2741 2720 997 56 1723 1692 941 912 1669 1645 1611 1591 47 891 1544 1524
internal_count=3121 3101 3079 3055 3034 74 2960 2933 88 2845 47 2798 54 2765 2741 2720 997 56 1723 1692 941 912 1669 1645 1611 1591 47 891 1544 1524
is_linear=0
shrinkage=0.1


Tree=4887
num_leaves=31
num_cat=0
split_feature=130 40 120 33 10 0 0 51 45 142 52 13 16 133 1 43 43 131 2 12 12 42 2 2 0 2 0 481 2 4
split_gain=4.39106e-07 6.71022e-07 5.49399e-07 4.82434e-07 4.83048e-07 3.75467e-06 3.78704e-06 1.20237e-06 4.7885e-07 6.59111e-07 4.44075e-07 1.42453e-06 2.15013e-06 2.14611e-06 2.26846e-06 1.32788e-06 3.38011e-06 3.05179e-06 1.38871e-06 4.3618e-06 9.14135e-06 5.31381e-06 3.75836e-06 2.01266e-06 5.50965e-06 2.76619e-06 2.46261e-06 1.9636e-06 3.11083e-06 1.75604e-06
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.044254999999999996 -0.010699999999999999 -0.10224499999999999 -0.084804999999999978 0.080335000000000018 0.094030000000000016 -1.0000000180025095e-35 0.091275000000000009 -0.097224999999999992 0.13751500000000003 -0.054584999999999995 0.079415000000000013 -0.082689999999999986 -0.080554999999999974 0.089305000000000009 0.092875000000000013 0.090545000000000014 0.09202500000000001 0.090395000000000017 0.094215000000000007 0.097605000000000011 -0.077809999999999976 0.11263500000000001 -0.074229999999999977 -0.081539999999999987 0.085235000000000019 -0.079329999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -8 9 -6 -11 13 15 -12 -15 17 -17 -13 19 21 -21 27 -20 24 -24 26 -25 -18 -29 -30
right_child=1 2 -4 4 8 6 7 -9 -10 10 11 12 -14 14 -16 16 18 -19 22 20 -22 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=1.3766223480121446e-05 -1.835993152099036e-05 1.5007775870063123e-05 1.5762602767856813e-05 -4.0773561519017675e-05 1.742482631667289e-05 3.6963794688441949e-05 -2.3292455591672481e-05 4.8207438057629749e-06 -1.1755130252896273e-05 7.2913176269901887e-07 -1.0186825466007577e-05 -2.6243627378286702e-07 -2.8242197932366469e-05 4.7713274414656392e-05 1.1799274943768978e-06 -3.9104781872420402e-05 2.1877449839651135e-05 4.2755592112371239e-05 4.3776912501752601e-05 -7.2040856314613071e-05 -4.4340726344671574e-06 5.1527263130992659e-05 1.8264537300724661e-05 -3.117387036798478e-06 -5.1873419791566759e-05 -8.1815716554508934e-06 4.1531716621345062e-05 -3.6620012740733671e-05 2.2651395269349451e-05 -1.1656363883073052e-05
leaf_weight=23 20 21 22 25 22 24 32 29 34 2210 28 94 34 22 20 27 23 20 21 28 70 20 21 21 24 63 30 31 25 37
leaf_count=23 20 21 22 25 22 24 32 29 34 2210 28 94 34 22 20 27 23 20 21 28 70 20 21 21 24 63 30 31 25 37
internal_value=0 -1.02195e-07 1.6439e-08 -9.69169e-08 -2.0143e-07 -6.70695e-06 3.31264e-06 -9.92716e-06 4.32218e-08 1.81978e-07 4.97567e-08 -2.22857e-06 -3.83139e-06 1.1258e-05 2.55545e-05 -2.33595e-06 -4.8229e-06 7.28459e-06 -2.58712e-06 -7.66677e-06 -2.37503e-05 3.92284e-06 4.01642e-06 -1.23497e-06 -1.91424e-05 5.83375e-06 2.31468e-05 -4.28482e-06 -1.07551e-05 2.17741e-06
internal_weight=0 3098 3078 3056 3035 110 85 61 2925 2891 2869 659 589 70 42 555 441 114 414 234 98 136 180 159 45 114 51 116 93 62
internal_count=3121 3098 3078 3056 3035 110 85 61 2925 2891 2869 659 589 70 42 555 441 114 414 234 98 136 180 159 45 114 51 116 93 62
is_linear=0
shrinkage=0.1


Tree=4888
num_leaves=31
num_cat=0
split_feature=402 1212 401 1209 2 1209 132 1185 393 2 403 13 132 3 400 401 401 390 391 40 130 12 3 128 128 131 0 43 0 1454
split_gain=4.12035e-07 4.35711e-07 5.23054e-07 4.62176e-07 2.73987e-06 8.84e-07 4.47087e-07 2.9715e-06 1.1554e-06 5.44356e-07 5.85681e-07 9.02827e-07 9.14483e-07 1.00723e-06 1.35717e-06 4.68689e-07 7.88552e-07 1.98925e-06 7.35393e-07 4.04613e-07 1.24476e-06 1.0507e-06 4.19127e-07 1.79903e-06 4.25863e-06 1.50816e-06 1.31496e-06 1.75747e-06 1.3018e-06 1.18663e-06
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.084519999999999984 0.080205000000000012 -0.069599999999999981 -0.083174999999999985 -0.083264999999999992 0.10483000000000002 0.10497000000000002 -0.08989999999999998 0.056795000000000005 -0.26625499999999996 -0.080104999999999996 -0.083804999999999977 0.11602000000000001 0.10632500000000002 0.090020000000000017 -0.079769999999999994 -0.24620999999999996 -0.22699999999999995 0.15120000000000003 -0.094874999999999987 0.085955000000000018 0.098550000000000013 0.080385000000000012 0.10455500000000001 -0.061959999999999994 -0.087519999999999987 0.092835000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 8 -8 9 10 -7 12 -12 14 -14 16 17 18 -9 -20 -21 22 23 25 -25 -22 29 -28 -27 -24
right_child=-2 -3 -4 5 -6 6 7 15 -10 -11 11 -13 13 -15 -16 -17 -18 -19 19 20 21 -23 26 24 -26 28 27 -29 -30 -31
leaf_value=1.8384672326150894e-05 1.3960188516648488e-05 -1.4449912088734675e-05 1.4708449998579454e-05 1.917095484410917e-05 -2.6905966291558478e-05 9.6611552653484988e-06 3.771857002339814e-05 1.7220015324710404e-05 -2.3047428593097971e-05 9.0881236569149045e-06 -2.9737350567821913e-05 1.0791448664309903e-05 -3.2683368325789077e-05 1.2528864750666323e-05 -1.4737092526143228e-06 -1.1887414474944253e-05 1.5015155290062208e-05 -3.0749240470738313e-05 1.4156590143272754e-05 -2.4369353044069917e-05 2.6135864876171885e-06 2.1836313610699356e-05 1.1678546356179387e-07 5.4589107312927982e-05 -6.4958508883137263e-06 -3.5842855518239957e-05 8.6934064711385874e-07 -3.8743370428814425e-05 -9.5874970018327157e-07 -1.3039865043025767e-05
leaf_weight=22 21 21 24 24 34 25 21 25 29 38 21 23 22 21 38 33 35 21 20 21 366 22 1989 21 25 20 24 21 23 71
leaf_count=22 21 21 24 24 34 25 21 25 29 38 21 23 22 21 38 33 35 21 20 21 366 22 1989 21 25 20 24 21 23 71
internal_value=0 -9.45695e-08 3.33964e-09 -1.12183e-07 -9.11322e-06 5.5892e-08 -9.83136e-08 2.45549e-07 -4.4687e-06 -1.60283e-06 -4.31121e-06 -7.10568e-06 -1.11413e-05 -6.32011e-06 -1.29173e-05 -4.19675e-08 1.02596e-07 -9.29602e-08 1.5016e-07 -1.25342e-08 -1.21402e-07 7.58123e-08 -1.11192e-07 2.64097e-06 2.13908e-05 5.32187e-07 -7.06076e-07 -1.76166e-05 -1.71839e-05 -3.36672e-07
internal_weight=0 3100 3079 3055 56 2999 2975 2758 217 188 150 125 102 81 60 2737 2704 2669 2648 2623 2603 2582 2560 455 46 409 2105 45 43 2060
internal_count=3121 3100 3079 3055 56 2999 2975 2758 217 188 150 125 102 81 60 2737 2704 2669 2648 2623 2603 2582 2560 455 46 409 2105 45 43 2060
is_linear=0
shrinkage=0.1


Tree=4889
num_leaves=31
num_cat=0
split_feature=130 40 40 48 123 40 34 10 9 40 1 1 13 45 3 16 1 475 16 1 1 1 12 1 12 1210 1374 160 160 42
split_gain=4.52022e-07 6.34825e-07 4.66758e-07 6.17665e-07 6.64824e-07 5.71039e-07 6.42981e-07 8.94802e-07 3.3191e-06 6.94251e-07 5.15081e-07 3.0511e-06 1.59506e-06 1.54973e-06 1.55264e-06 1.67477e-06 1.49807e-06 2.7345e-06 1.83313e-06 1.67561e-06 3.04581e-06 6.09256e-06 1.73398e-05 8.25159e-06 5.94274e-06 1.68068e-06 1.67414e-06 2.00348e-06 3.21372e-06 1.58379e-06
threshold=-0.23123999999999997 -0.24290999999999999 -0.085734999999999992 0.085485000000000019 0.087590000000000015 -0.08440499999999998 -0.112215 0.0036750000000000007 0.092235000000000011 -0.08267999999999999 0.10684 0.10727500000000002 -0.28558999999999996 0.082470000000000016 0.11296500000000002 -0.53943499999999989 0.10293500000000001 -0.0070399999999999994 -1.0000000180025095e-35 0.096255000000000021 0.094090000000000021 0.09253500000000002 0.090995000000000006 0.091785000000000019 0.095175000000000023 -0.42132499999999995 0.089635000000000006 -0.55248999999999981 -0.54512499999999997 -0.010544999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 -7 9 -9 -8 12 -12 -11 14 15 -14 19 -18 -19 20 21 23 -23 25 -22 -17 27 -27 -29 -21
right_child=1 2 5 -5 -6 6 7 8 -10 10 11 -13 13 -15 -16 16 17 18 -20 29 24 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=1.396721441067158e-05 -1.7862163079485072e-05 2.8757828395100664e-05 -1.661260458994158e-05 -3.748648883369502e-06 4.2967991703335432e-06 -1.6719980877773512e-05 1.7931136564930925e-05 3.6469789781755219e-05 -1.0596030774796684e-05 2.4014960308704759e-05 -3.7304574798326944e-05 -1.4409740975612955e-06 2.1425280498495645e-05 2.4771904474619079e-05 -2.3665169737796533e-05 2.7467891347689807e-05 1.571042985915483e-05 -6.7997654003279639e-06 -4.6876790482201617e-05 -1.1487428243774709e-05 -5.5989753017066896e-05 0.00010441276614680345 -1.1159554767747229e-05 -5.5677453716877304e-05 9.7629850508248501e-06 -2.4400844834287584e-05 2.3112150726471253e-05 3.7742101866006745e-05 -7.0392064301544519e-07 1.8653090797302174e-05
leaf_weight=23 20 20 21 28 25 23 21 29 31 28 25 464 36 25 28 22 20 21 25 22 28 21 34 27 27 35 30 22 1856 84
leaf_count=23 20 20 21 28 25 23 21 29 31 28 25 464 36 25 28 22 20 21 25 22 28 21 34 27 27 35 30 22 1856 84
internal_value=0 -1.03689e-07 1.17004e-08 7.91253e-06 1.51684e-05 -1.80233e-07 -6.45897e-08 6.47835e-08 1.21524e-05 -1.8522e-07 -3.17318e-07 -3.27449e-06 2.87474e-07 6.31845e-09 -2.58497e-07 2.52198e-08 -3.13567e-07 -1.51592e-05 -2.85808e-05 1.30187e-07 -4.88431e-07 1.3553e-07 3.29681e-05 -7.70991e-07 -2.37111e-05 -1.65506e-08 -3.27749e-07 -6.95337e-07 -2.53541e-07 1.23975e-05
internal_weight=0 3098 3078 73 45 3005 2984 2961 60 2901 2880 489 2391 2363 2338 2310 2274 66 46 2208 2102 2047 55 1992 55 1965 1943 1913 1878 106
internal_count=3121 3098 3078 73 45 3005 2984 2961 60 2901 2880 489 2391 2363 2338 2310 2274 66 46 2208 2102 2047 55 1992 55 1965 1943 1913 1878 106
is_linear=0
shrinkage=0.1


Tree=4890
num_leaves=31
num_cat=0
split_feature=1212 132 1203 1185 50 401 401 42 1209 402 1209 1209 1208 1208 131 132 13 4 42 15 1204 399 130 4 2 2 1446 3 1210 474
split_gain=4.43564e-07 4.49637e-07 1.12271e-05 5.3824e-06 2.07252e-06 7.75475e-07 7.86913e-07 2.27645e-06 9.78785e-07 4.13596e-06 7.10088e-07 5.04276e-07 7.20219e-07 1.27977e-06 4.52784e-07 6.23511e-07 1.2598e-06 9.76002e-07 7.94125e-07 1.00818e-06 4.44131e-07 5.75117e-07 4.32095e-07 6.90799e-07 4.69859e-07 5.81184e-06 4.35537e-06 3.87223e-06 3.80441e-06 2.90174e-06
threshold=0.16029000000000002 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.13699500000000003 0.11769000000000002 0.089245000000000005 -0.084519999999999984 -0.0078149999999999973 -0.067109999999999989 -1.0000000180025095e-35 0.11846000000000001 0.099975000000000008 0.096845000000000014 -0.41127499999999995 0.056795000000000005 0.10528000000000001 -0.015274999999999999 0.084655000000000022 -0.082274999999999987 -0.078864999999999977 -0.23123999999999997 0.62931500000000018 0.083995000000000014 0.083715000000000026 0.083830000000000002 -0.082879999999999995 -0.094799999999999982 0.10135500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 14 6 8 -8 9 -5 -10 -12 13 20 15 16 -1 18 19 -17 21 -13 -22 24 25 26 29 -28 -26 -24
right_child=-2 3 -4 5 -6 -7 7 -9 10 -11 11 12 -14 -15 -16 17 -18 -19 -20 -21 22 -23 23 -25 28 -27 27 -29 -30 -31
leaf_value=-3.9506151572574961e-06 1.48445551894838e-05 -4.970110486200694e-05 7.3796361686531578e-05 9.5211165781591041e-06 -3.3623156768953782e-05 -1.8336679141097904e-05 3.7882450915276425e-05 -9.8297285876469694e-06 1.6934337152633819e-05 -4.7956613491351165e-05 -1.581665717822034e-05 -1.0149731440920041e-06 1.9027036887564464e-05 -2.0220507130650204e-05 -1.3847683849235182e-05 2.2553509441536335e-05 3.0726936056453273e-05 -2.0617874416860685e-05 -1.0013710095790884e-05 -2.9635233772751236e-06 1.4340304741857662e-05 2.2679401245113697e-05 -1.1231701044861117e-06 -1.3817778835800709e-05 4.1388419563388559e-05 -4.4398670240386104e-05 6.2121999308146768e-05 6.3589254309728423e-06 4.6188249137681869e-07 -3.7316943527675118e-05
leaf_weight=22 20 22 21 31 20 23 20 20 25 21 20 21 20 31 20 30 20 22 32 32 21 20 600 36 23 31 20 33 1821 23
leaf_count=22 20 22 21 31 20 23 20 20 25 21 20 21 20 31 20 30 20 22 32 32 21 20 600 36 23 31 20 33 1821 23
internal_value=0 -9.57463e-08 4.27248e-06 -4.27683e-07 -3.10127e-06 -4.86565e-08 9.96074e-08 1.40264e-05 -9.95597e-08 -1.3691e-05 1.57911e-07 3.71598e-09 1.20904e-07 -2.01866e-08 3.28158e-07 2.12257e-06 1.25625e-05 -1.65741e-06 2.78015e-06 9.38343e-06 2.16208e-07 1.05433e-05 5.38581e-08 -6.21122e-08 1.32009e-07 -2.05978e-06 -1.18206e-07 2.74016e-05 9.72354e-07 -2.45938e-06
internal_weight=0 3101 219 2882 198 2860 2837 40 2797 52 2745 2720 2700 2680 178 158 42 116 94 62 2649 41 2608 2587 2551 707 676 53 1844 623
internal_count=3121 3101 219 2882 198 2860 2837 40 2797 52 2745 2720 2700 2680 178 158 42 116 94 62 2649 41 2608 2587 2551 707 676 53 1844 623
is_linear=0
shrinkage=0.1


Tree=4891
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 1209 1209 131 1212 1210 1209 403 1209 52 132 15 1204 1185 1186 132 1 4 403 123 120 40 9 33 9 3 123 1427
split_gain=4.12441e-07 1.28034e-06 9.95431e-07 8.26992e-07 9.29343e-07 4.68864e-07 7.13223e-07 5.75585e-07 5.2271e-07 1.41952e-06 8.60446e-07 8.40097e-07 5.95581e-07 1.375e-05 7.5122e-06 2.68229e-06 1.84339e-06 4.68227e-07 7.73893e-07 5.03622e-07 6.13678e-07 4.43674e-07 5.29897e-07 1.09754e-06 6.02894e-07 1.51591e-06 8.58092e-07 7.57758e-07 5.22195e-07 4.10331e-07
threshold=0.11531000000000001 0.10233500000000001 -0.097919999999999993 -0.087714999999999987 -0.074484999999999982 0.13857500000000003 0.15358000000000002 -0.099939999999999987 0.087485000000000021 -0.085079999999999975 0.086040000000000019 0.087435000000000013 -0.083284999999999984 0.091915000000000011 -0.082199999999999981 -0.083264999999999992 0.0044650000000000011 -0.41127499999999995 0.089625000000000024 -0.081839999999999982 -0.089609999999999981 0.11679000000000002 1.0000000180025095e-35 -0.24290999999999999 0.092410000000000006 -0.012019999999999998 0.086220000000000005 -0.014944999999999998 0.10274500000000002 0.094380000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 10 -10 12 -11 13 16 -14 -16 17 -9 19 20 -19 22 23 -17 25 -25 28 -26 29 -27
right_child=-2 -3 3 4 5 -7 -8 8 9 11 -12 -13 14 -15 15 21 -18 18 -20 -21 -22 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=-2.2333271617753782e-05 -1.187011400580904e-05 2.0010200171327599e-05 1.7472882932957468e-05 -1.5443114348155901e-05 -1.306339743567867e-05 -1.4794802319513459e-05 1.8563803764880592e-05 1.0294215347611874e-05 2.5842243167062408e-05 -1.2551331941115981e-05 -2.0172819079432107e-05 1.3907707652833779e-05 -5.1776941172322817e-05 7.9985531953174029e-05 3.6780271802854262e-05 2.3342507545294212e-05 -3.1639865829631508e-05 7.7053505017168159e-06 -1.9074182058413196e-05 9.0809065684795298e-06 -1.372915858957961e-05 1.1196774317210969e-05 -1.4074061435301837e-05 -2.5393691733673524e-05 -1.4103690277393484e-06 -3.0591897173821124e-07 1.9989440308910119e-05 2.5146600143801025e-05 -1.469028196515865e-05 1.1872311337616079e-05
leaf_weight=20 29 32 27 39 33 21 21 34 29 30 21 20 28 22 20 20 21 22 24 43 34 35 27 24 22 2328 21 21 25 28
leaf_count=20 29 32 27 39 33 21 21 34 29 30 21 20 28 22 20 20 21 22 24 43 34 35 27 24 22 2328 21 21 25 28
internal_value=0 1.11334e-07 -9.67589e-08 4.9534e-08 -1.066e-07 9.45181e-08 2.00402e-07 6.88772e-08 2.18365e-07 8.241e-06 -6.38274e-09 -1.96772e-06 1.4492e-07 5.40336e-06 -2.59732e-07 3.01327e-07 -3.81466e-06 -9.28137e-08 -2.96402e-06 9.41468e-07 -5.30846e-06 1.53297e-08 -1.40215e-07 1.09355e-08 -1.78061e-07 -3.86101e-07 -1.36234e-07 1.15593e-05 -3.13739e-07 -1.61186e-07
internal_weight=0 3092 3060 3040 3013 2974 2953 2932 2899 79 2820 50 2799 200 2599 2571 178 157 123 99 56 2551 2516 2489 2469 2426 2402 43 2381 2356
internal_count=3121 3092 3060 3040 3013 2974 2953 2932 2899 79 2820 50 2799 200 2599 2571 178 157 123 99 56 2551 2516 2489 2469 2426 2402 43 2381 2356
is_linear=0
shrinkage=0.1


Tree=4892
num_leaves=31
num_cat=0
split_feature=132 394 1203 1201 0 399 12 132 403 43 1213 402 401 16 1213 1213 13 1209 1209 1210 1210 15 1210 403 3 48 1 1 48 48
split_gain=4.13822e-07 2.52479e-06 2.32826e-06 4.2547e-07 3.99019e-07 6.87903e-07 4.94841e-07 7.19282e-07 1.21199e-06 4.03652e-07 5.30825e-07 3.63118e-07 5.14726e-07 3.30357e-06 5.48518e-06 7.9777e-06 5.10219e-06 6.86452e-07 8.11634e-07 4.63641e-07 1.0582e-06 1.86623e-06 9.73227e-07 6.98068e-07 2.65728e-06 4.34323e-07 2.25663e-06 3.11479e-06 7.39098e-07 3.2051e-06
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.08261499999999998 -0.11242999999999999 0.092445000000000013 0.11418000000000002 -0.43443999999999999 -0.023519999999999996 -0.0095349999999999983 0.085835000000000009 0.31278000000000006 0.10022000000000002 -0.092484999999999984 -0.083944999999999978 -0.41627499999999995 -0.0095349999999999983 -0.087714999999999987 -0.065739999999999979 -0.090009999999999993 -0.064344999999999999 0.084840000000000013 -0.0087899999999999975 -0.52445499999999989 -0.085709999999999995 0.12474000000000002 0.11212500000000002 0.12456000000000002 0.089025000000000007 0.087555000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 -1 6 7 -6 9 -9 -11 12 17 -14 15 -15 -16 -5 -19 -20 21 -21 -22 24 -24 28 -27 -28 29 -25
right_child=1 -3 -4 11 5 -7 -8 8 -10 10 -12 -13 13 14 16 -17 -18 18 19 20 22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=1.2478349619868824e-05 1.4238448095295012e-05 3.4062193844874858e-05 -3.6724260534697355e-05 1.6318570010298573e-05 -1.2423703397375491e-05 -1.4975622268268905e-05 -1.0707820662313832e-05 1.2425281271465463e-05 2.8768554329872131e-05 6.2412203381730551e-06 -1.5263684227565221e-05 1.3053718915519616e-05 -3.9783724878361683e-05 -7.5250299431672829e-06 -4.8498672620856577e-05 7.1796710870417193e-05 1.5769080731669896e-05 -1.5839375214454777e-05 -1.0933593439649731e-05 -2.3391853203604656e-06 -1.7546687846451307e-05 3.7408513612934347e-05 -1.3127809548817683e-05 -8.2386225320847388e-08 2.9340782395379126e-05 3.0553167516700344e-05 -3.4228388319041356e-05 1.1064936329696177e-05 -4.8020242942833827e-06 3.0438002218683586e-05
leaf_weight=20 21 22 20 26 22 35 30 22 21 24 22 21 24 32 30 21 21 32 37 27 31 21 26 2035 34 28 22 49 310 35
leaf_count=20 21 22 20 26 22 35 30 22 21 24 22 21 24 32 30 21 21 32 37 27 31 21 26 2035 34 28 22 49 310 35
internal_value=0 3.13984e-07 -4.22286e-06 5.64537e-08 -9.06387e-07 -2.42738e-06 6.87432e-07 3.76723e-06 7.76948e-06 1.28448e-06 -4.04373e-06 -4.7607e-08 -1.44449e-07 -6.34132e-06 1.37616e-06 2.39043e-05 -2.20355e-05 1.47921e-07 -8.54981e-09 1.82255e-07 3.39354e-07 1.50504e-05 6.45949e-08 2.7962e-07 1.09377e-05 2.1659e-08 6.51158e-06 -2.96961e-06 -2.483e-07 4.33659e-07
internal_weight=0 2905 216 2883 196 176 141 111 89 68 46 2862 2841 128 104 53 51 2713 2687 2655 2618 48 2570 2539 60 2479 99 71 2380 2070
internal_count=3121 2905 216 2883 196 176 141 111 89 68 46 2862 2841 128 104 53 51 2713 2687 2655 2618 48 2570 2539 60 2479 99 71 2380 2070
is_linear=0
shrinkage=0.1


Tree=4893
num_leaves=31
num_cat=0
split_feature=130 12 1208 1208 1208 1209 403 1209 131 1212 132 15 1185 1186 401 401 391 128 133 129 47 47 47 13 1456 13 51 52 2 42
split_gain=3.92321e-07 1.06511e-06 3.82048e-07 9.15219e-07 9.45699e-07 5.20359e-07 3.93912e-06 6.15171e-07 3.81502e-07 6.41558e-07 4.88553e-07 1.14059e-05 5.11165e-06 1.42541e-06 6.59487e-07 9.63309e-07 1.64467e-06 8.58353e-07 7.33632e-07 6.85697e-07 5.26477e-07 4.22829e-06 1.23858e-06 7.38612e-07 6.68611e-07 8.00505e-07 1.13473e-06 7.26564e-07 8.02183e-07 5.60864e-07
threshold=-0.23647499999999996 0.23631000000000002 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.087714999999999987 -0.0047449999999999992 -0.074484999999999982 0.13857500000000003 0.15358000000000002 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.0044650000000000011 0.11602000000000001 0.10632500000000002 -0.088134999999999977 0.11876500000000001 -0.040449999999999993 -0.075474999999999987 0.092165000000000011 0.096475000000000019 0.089785000000000018 0.01128 -0.077604999999999993 -0.074044999999999986 -0.11559499999999999 -0.049749999999999996 0.11704500000000001 0.094365000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7 9 10 11 13 -12 -9 15 16 -14 19 -16 -18 22 -22 -21 24 -23 29 -27 -28 -29 -26
right_child=1 -3 -4 -5 -6 7 -8 8 -10 -11 12 -13 14 -15 18 -17 17 -19 -20 20 21 23 -24 -25 25 26 27 28 -30 -31
leaf_value=-1.3960796386527364e-05 4.1912213245744909e-05 2.2015093573331387e-05 -1.1490281921678929e-05 1.6864754047674069e-05 -2.1283462739943171e-05 -1.2788567446956509e-05 -1.863762385751629e-05 -2.0066759372300936e-07 -1.3412237725181818e-05 1.7530138159470101e-05 -4.8385650998997424e-05 7.2793150866345965e-05 -2.8559125566971489e-05 -2.7798506215774631e-05 -2.295030062668957e-05 1.6708109820423751e-05 1.5908300410619294e-05 1.9896710597839211e-05 2.1796618793381469e-06 1.7850711453924956e-07 -4.0346045076650376e-05 -1.4043843854475806e-05 2.4581125210586054e-05 -1.5723280520668833e-05 1.834895639838798e-06 3.1032078779736326e-05 -1.1577868608583231e-05 2.3073985784531733e-05 -2.5640107196522877e-06 -1.4818946251930006e-05
leaf_weight=20 21 22 29 32 21 38 22 172 21 21 22 22 20 21 26 35 27 22 21 2178 29 24 21 27 91 21 20 26 23 26
leaf_count=20 21 22 29 32 21 38 22 172 21 21 22 22 20 21 26 35 27 22 21 2178 29 24 21 27 91 21 20 26 23 26
internal_value=0 9.0035e-08 -6.66234e-08 4.1995e-08 -1.36378e-07 1.18003e-08 1.09332e-05 -1.47178e-07 1.7559e-08 1.14977e-07 -1.22734e-08 4.57286e-06 -3.83016e-07 -3.20354e-06 1.7461e-08 2.30494e-07 4.7733e-09 2.3013e-07 -1.1722e-05 5.79589e-08 -1.14189e-07 -4.14239e-06 4.11547e-07 -7.29855e-08 1.75627e-06 3.58817e-06 1.06785e-05 4.48397e-06 1.10398e-05 -1.86596e-06
internal_weight=0 3101 3079 3050 3018 2997 43 2954 2916 2895 2874 215 2659 193 2637 2590 2555 2535 47 2513 2486 287 2199 258 231 207 90 69 49 117
internal_count=3121 3101 3079 3050 3018 2997 43 2954 2916 2895 2874 215 2659 193 2637 2590 2555 2535 47 2513 2486 287 2199 258 231 207 90 69 49 117
is_linear=0
shrinkage=0.1


Tree=4894
num_leaves=31
num_cat=0
split_feature=132 1185 15 4 52 4 132 16 13 1213 1211 1212 133 42 402 401 133 1208 133 12 4 12 401 42 0 0 153 401 133 1429
split_gain=4.18782e-07 3.3377e-06 2.2637e-06 6.01339e-07 1.55488e-06 1.05802e-06 4.4045e-07 1.11235e-06 7.02559e-07 3.60414e-07 4.68519e-07 2.16147e-06 8.39937e-07 1.86416e-06 1.37441e-06 7.89897e-07 5.47999e-07 6.32345e-07 6.57677e-07 2.28698e-06 5.56689e-06 3.15445e-06 7.41274e-07 5.89185e-07 1.34849e-06 8.70352e-07 7.43506e-07 6.75143e-07 6.61891e-07 3.22196e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 -0.082349999999999993 0.085175000000000015 -0.022844999999999997 -0.41094499999999995 -0.097644999999999996 0.056795000000000005 0.51370000000000016 0.11671000000000002 0.13613500000000003 0.5136750000000001 0.11387000000000001 -0.44724499999999995 -1.0000000180025095e-35 0.41553500000000004 0.11198500000000002 0.15630500000000003 0.087765000000000024 -0.082249999999999976 0.092465000000000006 0.13729500000000003 0.11720500000000002 -0.04917499999999999 -0.077809999999999976 0.082840000000000011 0.11857000000000002 0.090445000000000011 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 8 -8 -7 10 12 -12 14 -14 -3 -16 17 18 22 -20 -21 -22 23 26 25 -25 27 28 -17 -30
right_child=1 9 -4 5 -6 6 7 -9 -10 -11 11 -13 13 -15 15 16 -18 -19 19 20 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-3.0755095767311839e-05 4.0042908429833399e-05 -2.564074276008233e-05 -3.2532235269172816e-05 2.4107588268677882e-05 1.4851509779243945e-06 -5.5995940783759586e-06 1.26057389820744e-05 -1.6665614192960848e-05 1.9117222524547962e-05 1.3408096183411544e-05 -3.0535057981258736e-05 1.3977309517940741e-05 -1.3109468311181685e-06 3.5813985658435178e-05 1.9359849899220061e-05 -4.46926001225036e-07 -1.4846439662505873e-05 1.6537640792945321e-05 2.2323487123035844e-05 -5.2512906054121068e-05 2.7681105050895122e-05 -1.6556075433982186e-05 1.9395039998926222e-05 5.7889795243681881e-06 -7.4399841973753356e-06 3.3299482160857777e-05 -1.7023812576483652e-05 -1.4228894018963206e-05 8.2542237277757728e-06 -2.5845449201897871e-05
leaf_weight=21 21 21 25 21 52 23 20 37 23 20 24 20 38 21 21 2102 25 23 21 27 27 40 20 23 31 23 26 33 261 31
leaf_count=21 21 21 25 21 52 23 20 37 23 20 24 20 38 21 21 2102 25 23 21 27 27 40 20 23 31 23 26 33 261 31
internal_value=0 3.20549e-07 -4.18596e-06 -5.88717e-07 -7.78944e-06 3.65042e-06 -5.20461e-07 -6.39496e-06 6.75881e-06 3.07055e-08 -6.29082e-08 -1.03022e-05 9.71939e-08 1.1903e-05 -1.55635e-07 4.01176e-08 -1.09427e-07 2.7636e-08 -1.14852e-07 -7.51225e-06 -1.41777e-05 1.27085e-06 2.18756e-07 6.7165e-08 8.68046e-06 1.95442e-05 -2.03207e-07 -2.30113e-08 1.72809e-07 4.63405e-06
internal_weight=0 2899 222 197 73 124 103 57 46 2878 2858 44 2814 59 2755 2734 2713 2688 2665 115 94 67 2550 2530 77 46 2453 2427 2394 292
internal_count=3121 2899 222 197 73 124 103 57 46 2878 2858 44 2814 59 2755 2734 2713 2688 2665 115 94 67 2550 2530 77 46 2453 2427 2394 292
is_linear=0
shrinkage=0.1


Tree=4895
num_leaves=31
num_cat=0
split_feature=12 130 132 1186 1185 15 1204 0 12 3 15 1203 2 1208 1208 1209 1209 1209 3 401 0 43 133 402 133 133 52 52 160 158
split_gain=3.74676e-07 8.30968e-07 3.56408e-07 1.1545e-05 4.92288e-06 1.85239e-06 5.57513e-07 4.2728e-07 5.12295e-07 8.69118e-07 8.79247e-07 6.02531e-07 3.81555e-07 3.63635e-07 7.45013e-07 1.01417e-06 7.72492e-07 6.60529e-07 2.84612e-06 4.44779e-07 1.74205e-06 1.75493e-06 1.32633e-06 1.2187e-06 5.26421e-07 1.33339e-06 1.12977e-06 3.74711e-06 1.57971e-06 1.06542e-06
threshold=0.23631000000000002 -0.22461999999999996 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 -0.082274999999999987 -0.09515499999999999 0.11418000000000002 -0.080104999999999996 0.084905000000000022 0.084030000000000007 0.083865000000000009 0.11531000000000001 0.10233500000000001 -0.097919999999999993 -0.087714999999999987 -0.065739999999999979 -0.082039999999999988 -0.06959499999999999 -0.071719999999999992 0.05259500000000001 0.51114000000000004 -0.17973499999999998 0.11667000000000001 0.11224500000000003 0.056145000000000007 -0.0073049999999999999 -0.066074999999999981 -0.47382999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 7 12 -3 9 10 11 -9 -6 14 15 -8 -17 18 -18 20 21 -19 23 -21 25 29 27 -26 -28 -25
right_child=-2 2 4 -5 6 -7 13 8 -10 -11 -12 -13 -14 -15 -16 16 17 19 -20 22 -22 -23 -24 24 26 -27 28 -29 -30 -31
leaf_value=1.7561050575059874e-05 -1.2716210213788461e-05 9.2121065515464972e-06 -4.7478939847099934e-05 7.2534831720490325e-05 2.0949908509594804e-05 -2.9279011570906738e-05 -2.2663705540253431e-05 -8.6192486583792248e-06 -1.5403394774274114e-05 1.7477572723494276e-05 -2.2189443684185661e-05 1.0795956304167649e-05 2.1050888139226035e-06 -1.1714518324071025e-05 1.5362440523946839e-05 1.7091828438144429e-05 -4.0240514063043524e-05 1.7062405633623713e-05 1.083725989398469e-05 2.2906692103551116e-05 3.0509871066897176e-05 -1.9091705601975513e-05 -2.1515376484503264e-05 -2.3119051984394904e-05 6.3030122499399375e-06 2.3553624100713935e-05 -1.7662515181525253e-05 -4.3096866902812639e-05 1.7422240005709517e-05 5.9479931652044509e-08
leaf_weight=27 23 38 22 22 21 25 20 31 26 23 21 33 22 27 31 26 20 25 24 23 23 29 29 20 34 24 21 28 33 2350
leaf_count=27 23 38 22 22 21 25 20 31 26 23 21 33 22 27 31 26 20 25 24 23 23 29 29 20 34 24 21 28 33 2350
internal_value=0 9.44099e-08 -5.91554e-08 3.82849e-06 -3.57681e-07 -3.8443e-06 8.63315e-09 -1.47398e-07 -2.80159e-06 2.32182e-07 -4.43422e-06 1.39172e-06 1.13084e-05 -1.65708e-07 -5.27305e-08 -2.27839e-07 -6.21993e-08 -2.28433e-07 -1.23799e-05 -2.58315e-08 7.4627e-06 -2.35369e-06 -2.50897e-07 -7.44219e-09 -2.17412e-07 1.01372e-07 -6.79645e-06 -1.60066e-05 3.77817e-06 -1.36119e-07
internal_weight=0 3098 3071 219 2852 197 2830 172 134 108 85 64 43 2787 2760 2729 2709 2683 44 2639 77 54 2562 2533 2510 2394 116 62 54 2370
internal_count=3121 3098 3071 219 2852 197 2830 172 134 108 85 64 43 2787 2760 2729 2709 2683 44 2639 77 54 2562 2533 2510 2394 116 62 54 2370
is_linear=0
shrinkage=0.1


Tree=4896
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 12 46 46 474 0 474 1427 15 13 1 1446 474 1429 474 15 2 15 2 474 49 3 49 1186 13 13 49
split_gain=4.08278e-07 3.46452e-06 1.40698e-06 3.95246e-07 9.5107e-07 3.49976e-07 7.21475e-07 5.44823e-07 1.14252e-06 5.4588e-07 1.18409e-06 1.07573e-06 1.24089e-06 1.00321e-06 9.65967e-07 2.06693e-06 2.29353e-06 1.10554e-06 4.69085e-06 8.71265e-06 2.42946e-06 2.66855e-06 1.41363e-06 5.08106e-07 1.37431e-06 2.07293e-06 9.23484e-07 9.10485e-07 1.88261e-06 1.7648e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23647499999999996 0.23631000000000002 0.10987500000000001 0.083550000000000013 0.11147000000000001 -0.075684999999999988 0.091180000000000011 0.089335000000000012 -0.066844999999999988 -0.052719999999999996 0.086255000000000012 0.11655500000000001 0.088710000000000011 0.083780000000000007 0.08393500000000001 -0.015039999999999998 0.087625000000000022 -0.011859999999999997 0.088055000000000008 0.079590000000000008 0.10440000000000001 -0.094874999999999987 0.11042000000000002 0.087140000000000009 -0.080519999999999994 -0.069964999999999986 0.12595000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 9 -9 10 14 12 -11 -13 15 17 -17 22 19 -19 -20 -22 23 26 -25 -26 -5 -27 -29 -30
right_child=1 3 -4 4 -6 -7 -8 8 -10 11 -12 13 -14 -15 -16 16 -18 18 20 -21 21 -23 -24 24 25 27 -28 28 29 -31
leaf_value=-1.108667843418891e-06 4.0786508595504401e-05 -1.3987692873342895e-05 -2.5088221217726769e-05 1.1224621671900831e-07 2.0831002864890089e-05 1.2522249959478029e-05 -1.7051948198059108e-05 2.5087850837315695e-05 -3.780877686322442e-06 -8.611943341843711e-06 2.2219754077923427e-05 -3.2380566805538064e-05 2.1230836285791487e-05 -5.1479120004167332e-06 -2.0959793205706362e-05 4.6583512739744039e-05 -1.3073097761662212e-06 -8.4436502838798339e-05 3.257135471027472e-05 7.7871963055388597e-06 1.0940427598957046e-05 -3.0636186574366338e-05 2.0453452888806866e-05 1.2432211446809417e-05 -3.2959116731882238e-05 9.8683870013750543e-06 1.6724070724863209e-05 -3.2985312691380388e-05 -2.5369161620470879e-05 7.7414675699098251e-06
leaf_weight=194 21 20 28 2128 22 22 25 26 29 38 24 24 22 31 22 20 20 20 22 21 38 26 34 38 29 37 34 24 22 60
leaf_count=194 21 20 28 2128 22 22 25 26 29 38 24 24 22 31 22 20 20 20 22 21 38 26 34 38 29 37 34 24 22 60
internal_value=0 3.16517e-07 -4.13312e-06 2.12186e-08 1.19252e-07 -4.14179e-08 -1.39641e-07 1.1957e-08 9.86616e-06 -1.8628e-07 1.09814e-07 -6.92952e-06 2.33041e-06 -1.70313e-05 -9.46707e-08 8.3733e-08 2.26381e-05 -2.72435e-07 -9.36562e-06 -3.72e-05 3.90425e-06 -5.95007e-06 2.07546e-07 -8.26571e-08 -4.77877e-06 -8.58119e-06 3.73487e-07 -3.63742e-06 -8.35171e-06 -1.14187e-06
internal_weight=0 2899 222 2878 2858 2836 2814 2789 55 2734 2619 115 60 55 2595 2573 40 2533 127 41 86 64 2406 2372 210 172 2162 143 106 82
internal_count=3121 2899 222 2878 2858 2836 2814 2789 55 2734 2619 115 60 55 2595 2573 40 2533 127 41 86 64 2406 2372 210 172 2162 143 106 82
is_linear=0
shrinkage=0.1


Tree=4897
num_leaves=31
num_cat=0
split_feature=12 130 132 50 394 1203 133 483 483 158 158 43 159 1213 131 480 2 4 1212 15 159 15 156 3 52 42 16 154 474 157
split_gain=4.14584e-07 7.55841e-07 3.58547e-07 1.05798e-05 4.76053e-06 1.81363e-06 3.71016e-07 3.71272e-07 9.86761e-07 8.08642e-07 1.05472e-06 1.53227e-06 5.6007e-07 1.55272e-06 1.30114e-06 3.83242e-06 2.63617e-06 4.86201e-06 4.57053e-06 1.90189e-06 1.28612e-06 1.0259e-06 2.14865e-06 2.31707e-06 1.93018e-06 1.25751e-06 8.37225e-07 7.87108e-07 9.06796e-07 8.61321e-07
threshold=0.23631000000000002 -0.22461999999999996 -0.083284999999999984 0.10022000000000002 0.10969000000000002 0.089480000000000018 0.55672500000000014 0.13726000000000002 0.12325000000000001 -0.47356499999999996 -0.25150999999999996 -0.070064999999999975 -0.015149999999999999 -0.086179999999999993 0.09055500000000001 0.11191000000000002 0.083715000000000026 -0.0078799999999999981 0.0025400000000000002 0.10772500000000002 -1.0000000180025095e-35 -0.092489999999999989 -0.065739999999999979 -0.072894999999999988 0.024145000000000003 0.087825000000000014 -0.029084999999999996 1.0000000180025095e-35 -0.26322499999999993 0.11933000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 7 8 9 -4 11 -11 13 -12 15 16 17 -15 19 21 -14 24 -23 25 -18 26 -24 28 -22 -30
right_child=-2 2 4 -5 -6 -7 -8 -9 -10 10 12 -13 20 14 -16 -17 18 -19 -20 -21 27 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=1.6757681859652859e-05 -1.3376304796901938e-05 -9.7783754203386234e-08 1.8651497299762688e-05 7.1342035811366739e-05 -4.6684289503156672e-05 -3.1857890276114633e-05 1.0100724779881099e-05 1.345967263205239e-05 -1.8563721475621953e-05 2.686591134356011e-06 3.0162627250060076e-05 -3.4228008733159437e-05 -2.1788186013184584e-05 5.3995360148443675e-05 -1.8916328641622657e-05 4.1498770762700593e-05 -3.0615781321059681e-05 -6.8519223430422278e-06 -4.2685831687305365e-05 -2.6569393693617629e-05 -1.7385756878103429e-05 3.5615271801361817e-05 -7.0194809356302538e-06 -2.2877295829787799e-05 9.4901553138372821e-06 3.322359109631634e-05 1.7313263295084023e-05 1.952561938651343e-05 -4.253832094031474e-07 1.4566425714945535e-05
leaf_weight=27 23 178 23 21 22 20 36 20 29 23 21 22 28 24 27 25 21 29 27 22 31 25 31 26 28 20 26 20 2207 39
leaf_count=27 23 178 23 21 22 20 36 20 29 23 21 22 28 24 27 25 21 29 27 22 31 25 31 26 28 20 26 20 2207 39
internal_value=0 9.9312e-08 -4.71471e-08 3.85214e-06 -3.46567e-07 -3.30588e-06 1.36559e-08 -1.16313e-07 -2.14194e-07 -2.03371e-08 -1.78108e-07 -1.53605e-05 7.71067e-08 3.79449e-06 2.12159e-06 3.99009e-06 6.29092e-07 2.07016e-05 -4.07817e-06 1.16006e-06 -4.85697e-07 4.60665e-06 9.31707e-06 2.93401e-06 -7.6981e-06 1.16495e-05 4.07967e-06 -2.26024e-07 -3.99512e-07 -1.65062e-07
internal_weight=0 3098 3071 219 2852 198 2830 2794 2774 2745 2722 45 2677 352 331 304 279 53 226 199 2325 177 128 103 49 77 57 2297 2277 2246
internal_count=3121 3098 3071 219 2852 198 2830 2794 2774 2745 2722 45 2677 352 331 304 279 53 226 199 2325 177 128 103 49 77 57 2297 2277 2246
is_linear=0
shrinkage=0.1


Tree=4898
num_leaves=31
num_cat=0
split_feature=130 12 132 1185 15 1186 42 42 2 2 2 156 1425 1425 16 4 2 50 45 11 33 13 52 13 52 159 2 2 2 2
split_gain=4.0098e-07 8.85801e-07 3.83897e-07 2.99282e-06 1.36513e-06 8.36155e-07 4.19211e-07 1.04681e-06 6.99813e-07 1.16857e-06 1.08971e-06 3.55259e-07 7.37659e-07 4.48556e-07 4.64914e-07 1.09682e-06 1.66204e-06 2.10812e-06 1.22323e-06 3.17491e-06 1.3533e-06 1.0787e-06 2.29036e-06 3.06565e-06 1.96658e-06 1.48987e-06 1.10981e-06 2.98949e-06 2.9757e-06 1.54915e-06
threshold=-0.23647499999999996 0.23631000000000002 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.021469999999999996 -0.010544999999999997 0.10136500000000002 0.089125000000000024 0.085485000000000019 0.32523500000000005 0.10129000000000002 0.084030000000000007 0.061255000000000011 -0.15289999999999995 0.082850000000000021 0.091320000000000012 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 -0.077799999999999994 0.093665000000000012 0.0049450000000000006 -0.054584999999999995 0.04105000000000001 0.10981000000000002 0.11448000000000001 0.10644500000000001 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 8 -8 9 10 -2 12 13 14 15 16 -5 -18 19 -17 -21 24 26 -24 25 -16 28 -28 29 -23
right_child=1 -3 3 11 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 21 18 17 -19 -20 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.4114019977569116e-05 4.5445482934762062e-06 2.0085533395269358e-05 3.7871584728626274e-05 -1.2847663277749565e-05 -2.6070307023474016e-05 -2.0124726576059838e-05 2.5029758729612118e-05 -1.1463241429510165e-06 -1.7656455671385629e-05 2.1116819367638197e-05 -2.4119194969920326e-05 1.2939248214631031e-05 -1.7216721884324215e-05 1.1808879509089821e-05 5.0651787987590073e-06 3.8102868943083614e-05 3.6085427230188677e-05 1.6194078398257261e-06 -2.394187099742426e-05 -2.4756370194981259e-05 1.7729850786111415e-07 -6.0866394714395729e-06 -5.2296401892827708e-05 -1.7083306015592827e-06 3.2137459708213683e-05 -2.2679448905667719e-05 3.462587769960195e-05 -4.0453324596432167e-06 -3.9026904909349014e-05 1.8106639099128629e-05
leaf_weight=20 36 22 21 22 25 21 22 50 25 22 21 21 25 32 100 22 35 36 21 22 2065 181 23 25 22 24 27 77 25 31
leaf_count=20 36 22 21 22 25 21 22 50 25 22 21 21 25 32 100 22 35 36 21 22 2065 181 23 25 22 24 27 77 25 31
internal_value=0 9.10257e-08 -5.18386e-08 2.59422e-07 -4.05756e-06 -1.26407e-06 9.86351e-07 6.85192e-06 -3.07443e-06 1.54014e-06 -6.01578e-06 -1.90886e-08 -1.15758e-07 3.74762e-08 -9.91028e-08 5.37834e-07 1.11682e-05 1.86097e-05 7.36925e-08 3.12823e-07 -8.55384e-08 -2.74566e-06 -5.49657e-06 -2.59484e-05 4.5838e-06 -3.04749e-07 -2.61771e-06 5.99431e-06 -6.39683e-06 -2.54894e-06
internal_weight=0 3101 3079 2857 222 197 176 72 104 79 57 2836 2815 2790 2758 2223 93 71 2130 2109 2087 535 389 48 146 124 341 104 237 212
internal_count=3121 3101 3079 2857 222 197 176 72 104 79 57 2836 2815 2790 2758 2223 93 71 2130 2109 2087 535 389 48 146 124 341 104 237 212
is_linear=0
shrinkage=0.1


Tree=4899
num_leaves=31
num_cat=0
split_feature=12 42 44 1429 156 11 0 472 0 2 132 0 1186 2 2 4 4 12 12 403 0 1 0 33 1446 403 43 15 42 12
split_gain=4.47588e-07 7.094e-07 3.81876e-07 8.33809e-07 1.34072e-06 6.08428e-07 1.343e-06 8.31611e-07 4.87823e-07 4.25945e-07 4.06444e-06 1.67718e-05 9.66199e-06 4.12125e-06 3.48499e-06 2.32816e-06 5.43866e-06 3.40223e-06 8.24387e-06 2.65719e-06 2.12138e-06 3.42668e-06 2.27506e-06 6.61989e-06 2.01909e-06 1.69816e-06 1.70195e-06 3.8908e-06 1.83825e-06 1.58101e-06
threshold=0.23631000000000002 0.18223500000000001 0.084760000000000016 -0.23752499999999996 0.32523500000000005 0.097680000000000017 -0.046359999999999991 -0.097514999999999977 -0.11991499999999998 0.083715000000000026 -0.083284999999999984 -0.082284999999999983 0.049580000000000006 0.082850000000000021 0.083865000000000009 -0.083644999999999983 -0.081224999999999978 0.086565000000000017 0.091715000000000005 -0.52336499999999997 -0.13027499999999997 0.086255000000000012 -0.10224499999999999 -0.0066799999999999993 0.096495000000000011 -0.10197999999999999 -0.082689999999999986 0.11773500000000002 0.089535000000000017 0.082095000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5 -4 10 11 -9 13 15 -11 17 -17 29 -19 -18 -21 -22 -23 -24 25 -25 28 -28 -27 -12
right_child=-2 -3 8 4 -6 6 -8 9 -10 14 12 -13 -14 -15 -16 16 19 18 -20 20 21 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-2.0509819619292103e-05 -1.3898533000863844e-05 1.842039545451934e-05 1.9777050990590152e-05 1.9806695083735533e-05 2.5781326585274658e-05 4.0796883780558348e-06 -3.1007048446554111e-05 -2.2310128518326496e-05 -8.3841243849747124e-07 -3.9629424131619646e-05 -1.1757798960035063e-05 9.94955971430045e-05 -6.5268636808468736e-05 3.4979623569597608e-05 -4.8944837985150144e-07 4.5708525341784224e-05 -3.1991837666585828e-05 -8.2024893445122884e-05 5.7602258612346112e-06 3.3169679417845884e-05 -2.8595346803568474e-05 -2.2033710785549109e-05 5.4821032521431331e-05 2.5695021089632066e-05 3.2189561226827903e-05 2.4544587428888031e-06 -1.8724795431063881e-06 -4.7538170172174439e-05 3.4303292646124347e-05 2.0977088573999937e-05
leaf_weight=20 23 21 22 21 20 24 20 26 24 23 36 20 22 36 2084 28 24 20 23 21 37 34 25 25 21 74 278 20 24 25
leaf_count=20 23 21 22 21 20 24 20 26 24 23 36 20 22 36 2084 28 24 20 23 21 37 34 25 25 21 74 278 20 24 25
internal_value=0 1.03195e-07 -2.18169e-08 -1.59058e-07 -2.38816e-08 -1.96434e-07 -1.18688e-05 -2.216e-08 9.02116e-06 -1.64472e-07 1.77075e-06 3.06489e-05 5.22542e-08 1.96578e-06 -9.167e-07 3.03547e-07 2.65778e-06 -1.35276e-05 -3.50701e-05 5.9016e-07 1.98903e-06 7.71941e-07 2.94078e-06 4.75905e-06 1.92749e-06 4.17985e-07 -1.17779e-06 -4.93729e-06 1.02542e-05 1.65814e-06
internal_weight=0 3098 3077 3031 3011 2991 44 2947 46 2926 819 46 773 751 2107 715 611 104 43 583 559 538 501 467 442 421 396 298 98 61
internal_count=3121 3098 3077 3031 3011 2991 44 2947 46 2926 819 46 773 751 2107 715 611 104 43 583 559 538 501 467 442 421 396 298 98 61
is_linear=0
shrinkage=0.1


Tree=4900
num_leaves=31
num_cat=0
split_feature=160 483 15 479 52 43 15 15 42 1208 1208 1212 402 402 15 1212 1211 15 401 402 15 132 15 132 130 130 16 1 13 16
split_gain=4.89233e-07 6.79752e-07 5.26497e-07 2.40539e-06 1.12457e-06 1.52798e-06 6.32323e-07 8.96013e-07 2.9857e-06 1.02874e-06 1.17593e-06 7.06966e-07 7.58528e-07 2.55733e-06 8.51314e-07 6.57327e-07 1.64958e-06 3.35908e-06 6.5895e-07 3.45046e-06 1.86161e-06 6.17231e-07 3.34055e-06 1.83257e-06 5.76053e-07 6.49303e-07 1.31065e-06 1.09956e-06 1.50813e-06 1.56868e-06
threshold=0.62940000000000007 -0.47181499999999993 0.12044500000000001 0.11327500000000001 0.17829500000000004 -0.072269999999999987 0.11728000000000001 0.11171000000000002 0.090470000000000009 0.11846000000000001 0.10480500000000002 0.14135500000000004 0.2506000000000001 0.13499500000000003 0.10347000000000002 0.12799000000000002 0.11048500000000001 0.089165000000000008 -1.0000000180025095e-35 -0.45015499999999992 0.098485000000000017 -0.083284999999999984 0.087825000000000014 -0.044384999999999994 -0.22562499999999999 -0.0089599999999999975 -0.4179199999999999 0.10708500000000001 -0.011914999999999999 -0.084939999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -4 -6 7 9 -9 10 11 12 13 14 15 16 18 -18 19 -3 21 22 -20 -23 -25 26 -26 28 -28 -30
right_child=-2 2 4 -5 5 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 20 -21 -22 23 -24 24 25 -27 27 -29 29 -31
leaf_value=1.8479203063179739e-05 -1.5211862527004478e-05 -4.2662490332077139e-05 -2.8781921152353051e-07 -3.4850753309001448e-05 3.8748710931897569e-05 6.0143235519457705e-07 1.330788441659284e-05 -3.5830792356656667e-05 1.0349720084182732e-05 2.2083939724585174e-05 -2.0164571218754584e-05 1.5886631698387128e-05 -1.7784062310965965e-05 3.4834188166617723e-05 -1.6411333351129543e-05 -1.7626745275698516e-05 -9.2916442281421051e-06 4.7971816353050865e-05 -6.1720955643739313e-07 1.4727559186088582e-05 2.5670843874487609e-05 2.7681415069006717e-05 -3.9797075478418266e-05 -1.550577220162571e-05 3.0199223990621247e-05 -3.8354257496154066e-07 2.5900659731329753e-05 -1.8259447597301914e-05 -1.6415848073977812e-05 1.1187216140569946e-05
leaf_weight=20 21 20 86 20 21 21 35 28 28 21 29 28 24 21 32 21 20 21 168 22 28 24 25 24 20 2157 30 21 35 50
leaf_count=20 21 20 86 20 21 21 35 28 28 21 29 28 24 21 32 21 20 21 168 22 28 24 25 24 20 2157 30 21 35 50
internal_value=0 1.03045e-07 -1.62803e-08 -2.88531e-07 6.2625e-06 1.96751e-05 -5.27724e-08 -2.14189e-07 -1.27405e-05 3.27228e-08 -1.31488e-07 7.66661e-08 -8.35507e-08 7.15469e-08 -1.97039e-07 -3.86756e-09 1.34999e-07 2.00384e-05 -1.75992e-07 -1.2601e-05 2.61199e-08 -2.55028e-07 -5.69232e-06 1.89443e-07 -9.28874e-08 6.70388e-08 6.29719e-06 2.78219e-06 6.62457e-06 -1.78751e-07
internal_weight=0 3100 3080 2952 128 42 2932 2897 56 2841 2820 2791 2763 2739 2718 2686 2665 41 2624 42 2582 2554 193 2361 2337 2313 156 136 115 85
internal_count=3121 3100 3080 2952 128 42 2932 2897 56 2841 2820 2791 2763 2739 2718 2686 2665 41 2624 42 2582 2554 193 2361 2337 2313 156 136 115 85
is_linear=0
shrinkage=0.1


Tree=4901
num_leaves=31
num_cat=0
split_feature=160 483 132 1203 1185 50 15 479 52 52 2 16 3 1212 1213 15 1210 12 1210 1212 1212 16 1212 15 15 42 1210 3 12 1210
split_gain=3.96279e-07 5.50599e-07 4.29614e-07 1.06377e-05 5.28425e-06 1.78286e-06 4.4581e-07 1.86694e-06 1.05597e-06 9.96363e-07 5.21993e-07 7.85595e-07 8.59958e-07 4.88285e-07 7.26614e-07 1.52725e-06 7.65618e-07 4.86124e-06 9.85146e-07 6.825e-07 5.63745e-06 2.12627e-06 1.34801e-06 5.63752e-07 7.96144e-07 3.62599e-06 1.01868e-06 5.44063e-06 2.1716e-06 2.04172e-06
threshold=0.62940000000000007 -0.47181499999999993 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.090390000000000012 0.12044500000000001 0.10951000000000001 0.17829500000000004 0.41580500000000004 0.14530500000000005 0.23311500000000004 -0.055119999999999995 -0.52517999999999987 -0.24064499999999997 0.089165000000000008 -0.13847499999999999 0.092355000000000007 -0.090569999999999998 -0.087464999999999987 -0.092474999999999988 -0.088704999999999992 -0.069964999999999986 0.11728000000000001 0.11171000000000002 0.090470000000000009 -0.00046999999999999993 -0.082284999999999983 0.089085000000000011 -0.079004999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 7 13 10 -10 11 12 -8 -6 15 -15 17 -16 -18 20 21 -20 -21 24 26 -26 27 28 29 -24
right_child=-2 2 4 -5 6 -7 8 -9 9 -11 -12 -13 -14 14 16 -17 18 -19 19 22 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=1.6631281388015394e-05 -1.3690675431072515e-05 3.1139757863964535e-07 -4.9158413209873042e-05 7.1897884780420485e-05 1.5223154886847451e-05 -3.0553409340514227e-05 -2.5725905114719036e-05 -2.6392900542338831e-05 3.506046063193935e-05 3.4952392452680673e-06 1.3701957886951277e-05 1.1140843049534376e-05 2.2633579820172774e-06 2.2835314888563915e-06 -1.2452770465642971e-05 -2.7702115210496267e-05 -2.1631697007337826e-05 4.9466612922731737e-05 3.3434870720157053e-05 2.6267809807904996e-05 -5.3425882825173355e-05 -6.8476196175700021e-06 -3.8945440420597474e-05 1.3384713281539008e-05 -4.005427535958006e-05 1.5509654527388353e-05 -1.6924092356006047e-07 4.7656515484309893e-05 1.5573323921533742e-05 4.1817233847853328e-06
leaf_weight=20 21 172 22 21 21 21 23 27 20 20 20 21 21 41 32 29 21 21 20 20 21 38 23 32 24 23 2244 28 33 21
leaf_count=20 21 172 22 21 21 21 23 27 20 20 20 21 21 41 32 29 21 21 20 20 21 38 23 32 24 23 2244 28 33 21
internal_value=0 9.27399e-08 -1.46532e-08 4.30745e-06 -3.37378e-07 -3.04695e-06 4.02809e-08 -2.28167e-07 5.87956e-06 1.92778e-05 -4.25511e-07 -4.77242e-06 -1.23674e-05 3.42577e-08 -8.51608e-08 -1.01391e-05 1.85418e-07 1.20813e-05 -6.20244e-08 1.17225e-07 -9.03108e-06 7.04289e-06 4.12452e-07 1.99476e-07 2.3379e-08 -1.28634e-05 2.81225e-07 9.90832e-06 -3.8183e-06 -1.8362e-05
internal_weight=0 3100 3080 214 2866 193 2844 2719 125 40 85 65 44 2692 2671 70 2601 53 2548 2527 79 58 2448 2428 2396 47 2349 105 77 44
internal_count=3121 3100 3080 214 2866 193 2844 2719 125 40 85 65 44 2692 2671 70 2601 53 2548 2527 79 58 2448 2428 2396 47 2349 105 77 44
is_linear=0
shrinkage=0.1


Tree=4902
num_leaves=31
num_cat=0
split_feature=132 1185 1203 52 2 15 0 402 1212 1212 0 42 42 1208 1208 402 401 12 133 42 1213 1213 403 43 42 13 1212 158 2 0
split_gain=4.03083e-07 3.07618e-06 1.5159e-06 5.16132e-07 3.95979e-07 1.81163e-06 8.46067e-07 3.89454e-07 6.7988e-07 5.25293e-07 1.69349e-06 2.02152e-06 1.38709e-06 5.24058e-07 6.84172e-07 1.16575e-06 5.42648e-07 4.23147e-06 1.38771e-06 1.71336e-06 6.11625e-07 9.26207e-07 8.53505e-07 3.35596e-06 4.14356e-06 1.53564e-06 6.58127e-07 2.59355e-06 2.04361e-06 1.90174e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10347000000000002 0.097385000000000013 -0.09551999999999998 -0.082284999999999983 0.31278000000000006 0.15049500000000002 0.10321500000000002 -0.077084999999999987 0.11551500000000002 0.087075000000000014 0.11531000000000001 0.10233500000000001 0.13924000000000003 -1.0000000180025095e-35 0.097325000000000009 0.50628500000000021 -0.074124999999999983 0.12955000000000003 0.093235000000000026 -0.14669999999999997 -0.020444999999999994 0.085730000000000015 -0.0025349999999999995 0.087615000000000012 0.10398500000000001 0.088125000000000023 -0.084384999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 8 9 13 12 -12 -11 14 15 16 17 -3 20 -20 21 22 23 24 25 -18 -24 28 29 -28
right_child=1 7 -4 -5 5 -7 -8 -9 -10 10 11 -13 -14 -15 -16 -17 18 -19 19 -21 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=2.7739041361959001e-06 3.844894194376788e-05 -4.1117980545853544e-05 -2.6313939094877616e-05 -1.3596324785274711e-05 -1.1293500637336929e-05 3.0244025540360741e-05 -1.6716583736367817e-05 1.3604609505689172e-05 -1.7990378390615142e-05 1.1754714902660152e-05 4.5260959004735931e-05 1.3333545852715775e-06 -2.2243947080369255e-05 -1.52085478950302e-05 1.4721006312268606e-05 -2.4273246090160683e-05 -3.6391936018411628e-05 1.564680348157457e-05 -1.5344105728824314e-06 3.9362661341328929e-05 -1.636207122393661e-05 1.5944867794025365e-05 5.3460441498173994e-07 -3.4912363683842536e-05 3.0911469671522238e-05 1.4137928990914424e-06 -1.2565105457311306e-05 -3.723869499283509e-05 -2.3892474018794019e-05 2.4561830552458461e-05
leaf_weight=96 21 24 27 28 21 21 29 21 21 24 20 22 24 23 31 20 21 29 21 20 23 36 2305 34 31 22 22 23 24 37
leaf_count=96 21 24 27 28 21 21 29 21 21 24 20 22 24 23 31 20 21 29 21 20 23 36 2305 34 31 22 22 23 24 37
internal_value=0 3.14484e-07 -4.10675e-06 -1.03191e-06 1.0747e-06 9.47526e-06 -1.74789e-06 3.62269e-08 -6.35057e-08 6.92392e-08 7.58679e-06 2.22513e-05 -5.24462e-06 -1.77148e-07 -5.01846e-08 -2.20284e-07 -4.02466e-08 -1.0058e-05 1.6248e-07 1.84154e-05 -1.2781e-07 1.83297e-08 -2.09283e-07 -8.90641e-06 3.04227e-06 -1.70495e-05 1.80302e-07 -7.52409e-06 7.10073e-07 1.07179e-05
internal_weight=0 2899 222 195 167 42 125 2878 2857 2836 90 42 48 2746 2723 2692 2672 53 2619 41 2578 2555 2519 108 74 43 2411 106 83 59
internal_count=3121 2899 222 195 167 42 125 2878 2857 2836 90 42 48 2746 2723 2692 2672 53 2619 41 2578 2555 2519 108 74 43 2411 106 83 59
is_linear=0
shrinkage=0.1


Tree=4903
num_leaves=31
num_cat=0
split_feature=12 4 10 16 51 9 33 45 52 393 52 150 43 43 13 16 16 0 12 12 12 16 0 160 43 4 2 13 2 12
split_gain=3.8472e-07 7.21679e-07 4.39524e-07 3.22136e-06 4.57982e-06 5.97469e-07 3.16539e-06 4.2451e-07 5.3598e-07 1.34956e-06 1.15867e-06 1.15109e-06 1.10789e-06 2.05591e-06 1.7078e-06 1.90782e-06 1.5632e-06 1.4154e-06 1.66609e-06 3.05184e-06 4.1106e-06 3.42108e-06 2.48989e-06 1.96359e-06 1.51173e-06 3.0568e-06 2.69603e-06 5.83988e-06 3.72864e-06 3.65741e-06
threshold=0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 0.080335000000000018 0.092235000000000011 -1.0000000180025095e-35 0.094030000000000016 0.091275000000000009 0.12069000000000002 0.090245000000000006 0.08882000000000001 -0.43469499999999994 -0.15323999999999996 -0.15078499999999997 0.13751500000000003 -0.5048999999999999 -0.11242999999999999 0.086305000000000007 0.088485000000000022 0.089085000000000011 -0.085589999999999986 -0.086284999999999987 -0.54784999999999984 -0.082389999999999977 -0.023539999999999995 0.09142500000000002 -0.081029999999999977 0.089005000000000015 0.09334000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4 8 9 10 -8 12 -10 -14 -15 16 -16 -18 22 21 -21 -20 -19 -22 25 -25 27 -26 -29 -28
right_child=-2 -3 5 -5 -6 -7 7 -9 11 -11 -12 -13 13 14 15 -17 17 18 19 20 23 -23 -24 24 26 -27 29 28 -30 -31
leaf_value=-4.3460835826812805e-05 -1.288553266140693e-05 1.6077306408338439e-05 3.8118061671742579e-05 1.9192800738727039e-05 8.1142982666774923e-06 -1.2632605749887362e-05 4.2143762773800616e-07 -1.0748458304179722e-05 1.699661063237447e-05 2.677551136002876e-05 2.0894154528962516e-05 1.8265132098349568e-05 -3.2160583734366817e-05 2.5842478108870637e-05 -2.8233905658967362e-05 -3.3465964138269471e-05 1.8777890457499782e-05 -4.1746895770372181e-05 -2.8748112912801324e-06 -4.8247111681121173e-05 2.8818873943237122e-05 4.3388175016579841e-05 -2.5462166080995856e-06 4.2520142269495412e-05 -6.6031769676469387e-05 -9.9310056975809876e-06 4.0701390822678584e-05 5.3331600992673747e-06 -4.3420674219738607e-05 -4.205380428414317e-06
leaf_weight=36 23 28 22 33 33 36 2177 36 26 20 28 26 25 20 23 21 32 26 33 20 20 31 43 20 21 25 21 62 21 133
leaf_count=36 23 28 22 33 33 36 2177 36 26 20 28 26 25 20 23 21 32 26 33 20 20 31 43 20 21 25 21 62 21 133
internal_value=0 9.5662e-08 -5.00989e-08 -6.50447e-06 -1.87945e-05 1.71716e-07 3.28931e-07 4.32401e-08 1.78418e-07 9.15962e-07 6.81409e-07 -2.35014e-06 -3.21049e-06 -4.09053e-06 -2.8637e-06 -3.90377e-06 -2.73465e-06 -1.58015e-06 -2.94876e-06 -5.12787e-07 -4.25326e-06 1.95338e-05 -1.73175e-05 -1.52918e-06 -3.53236e-06 1.33806e-05 -6.48229e-06 -1.89216e-05 -7.00215e-06 1.91827e-06
internal_weight=0 3098 3070 102 69 2968 2932 2910 2874 2225 2205 649 623 597 572 552 531 508 476 407 343 64 69 323 303 45 258 104 83 154
internal_count=3121 3098 3070 102 69 2968 2932 2910 2874 2225 2205 649 623 597 572 552 531 508 476 407 343 64 69 323 303 45 258 104 83 154
is_linear=0
shrinkage=0.1


Tree=4904
num_leaves=31
num_cat=0
split_feature=33 9 8 142 45 1429 156 11 52 11 3 160 1375 151 484 12 160 1429 52 475 52 3 483 158 42 13 1 12 0 0
split_gain=5.47887e-07 5.98073e-07 8.16008e-07 4.40368e-07 5.849e-07 7.91596e-07 1.08079e-06 6.42661e-07 1.61539e-06 1.26699e-06 4.62356e-07 4.61958e-07 2.20167e-06 2.15111e-06 1.07865e-06 2.92638e-06 1.83565e-06 1.61191e-06 1.63192e-06 1.97345e-06 1.68387e-06 5.6892e-06 2.29881e-06 2.66309e-06 1.84017e-06 9.755e-07 5.22569e-06 4.2275e-06 3.47496e-06 4.21112e-06
threshold=-0.012019999999999998 0.089995000000000006 0.087195000000000009 -1.0000000180025095e-35 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.092630000000000018 -0.43851499999999993 0.086595000000000019 0.12178000000000001 -0.085764999999999994 -0.095009999999999997 -0.54279999999999984 -0.081614999999999979 0.085055000000000006 -0.087874999999999995 -1.0000000180025095e-35 -0.031059999999999997 -0.085024999999999989 0.0031350000000000002 -0.083784999999999984 0.098395000000000024 0.107145 0.10410000000000001 -0.081029999999999977 0.092390000000000014 0.089005000000000015 -0.080689999999999984 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 9 -9 11 -6 12 -7 -13 15 -14 17 -16 -19 -20 21 -21 23 24 25 26 27 -22 29 -27
right_child=1 2 -4 4 10 6 -8 8 -10 -11 -12 13 14 -15 16 -17 -18 18 19 20 22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-1.3925449827313839e-05 -1.4859113380225609e-05 2.5905253537638641e-05 1.4551433441038873e-06 -1.9966563872344523e-05 2.2221467223798323e-05 3.5045688202899325e-05 2.3162868492363488e-05 -3.362669333455415e-05 9.0313564907687366e-07 1.8697055675273888e-05 1.4770380155162208e-06 -2.8848316907425654e-05 -1.0349686250438459e-05 -4.5606235051899421e-07 2.8172172460472214e-05 4.1839278632819932e-05 -2.9840259030606832e-05 -2.7387590558819719e-05 -2.7205927203201853e-05 5.5028731696893378e-05 -9.707649145612403e-06 -1.3134140437614405e-05 2.5366333780270493e-05 -3.439113127114979e-05 2.8799539792262731e-05 4.7062256990395855e-07 -4.6311544532987424e-05 3.9109858244046341e-05 -9.9345203380673351e-06 5.8468194129090993e-05
leaf_weight=28 20 21 39 20 21 20 20 20 42 36 22 27 21 2285 21 22 20 21 23 24 68 25 33 24 21 31 28 24 73 21
leaf_count=28 20 21 39 20 21 20 20 20 42 36 22 27 21 2285 21 22 20 21 23 24 68 25 33 24 21 31 28 24 73 21
internal_value=0 1.26068e-07 1.00127e-05 -6.95132e-08 2.86587e-08 -1.38989e-07 -4.56467e-09 -1.62704e-07 -1.02355e-05 5.50485e-08 1.1608e-05 -1.81926e-07 2.51114e-06 -7.87633e-07 1.20976e-06 1.63516e-05 -2.14973e-07 1.14088e-06 -2.23685e-07 1.22047e-06 2.97802e-06 2.02518e-05 3.57544e-07 -2.48828e-06 3.90169e-07 -2.04492e-06 -8.48506e-06 3.02735e-06 4.13761e-06 2.38927e-05
internal_weight=0 3093 60 3033 3013 2970 2950 2930 62 2868 43 2832 520 2312 500 43 457 437 416 395 372 49 323 290 266 245 120 92 125 52
internal_count=3121 3093 60 3033 3013 2970 2950 2930 62 2868 43 2832 520 2312 500 43 457 437 416 395 372 49 323 290 266 245 120 92 125 52
is_linear=0
shrinkage=0.1


Tree=4905
num_leaves=31
num_cat=0
split_feature=33 47 47 9 16 47 47 131 131 131 131 1 3 2 160 1 2 403 15 376 1447 481 133 403 403 1210 403 1209 1209 132
split_gain=4.43788e-07 5.62077e-07 4.48986e-06 2.73207e-06 7.43194e-06 1.26321e-06 5.98523e-07 5.81012e-07 6.45065e-07 2.38805e-06 1.30515e-06 1.30207e-06 3.41342e-06 2.47133e-06 1.3387e-06 1.53522e-06 1.61991e-06 1.949e-06 9.60677e-07 7.61403e-07 7.05256e-07 7.87227e-07 3.4011e-06 1.72508e-06 8.56836e-07 1.23481e-06 1.16893e-06 8.79793e-07 1.79092e-06 6.99655e-07
threshold=-0.012019999999999998 0.094160000000000008 0.096475000000000019 0.088235000000000022 -0.087484999999999993 0.091340000000000018 0.089640000000000011 0.13767000000000004 0.091360000000000011 0.090280000000000013 0.089005000000000015 0.13820500000000002 -0.072894999999999988 0.081685000000000021 -0.069549999999999987 0.089370000000000019 0.082850000000000021 -0.088584999999999983 0.084050000000000014 0.091135000000000008 0.059120000000000013 -0.087424999999999989 0.086910000000000015 -0.55327499999999985 -0.54856499999999986 -0.13847499999999999 -0.53255499999999989 -0.084629999999999997 -0.065739999999999979 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 7 8 9 10 19 12 14 -14 -10 16 -16 18 -18 20 21 22 -2 -23 -25 -26 -27 -28 -29 -30
right_child=1 2 -4 4 -6 -7 -8 -9 11 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 -22 23 -24 24 25 26 27 28 29 -31
leaf_value=-1.2532904799757359e-05 4.323441360040451e-06 4.8775623171033141e-05 9.4583300530833491e-07 4.9443842019374853e-06 -7.108454537046782e-05 2.51445537469408e-05 -1.6506922094611747e-05 -1.6129143676318399e-05 -1.7002045677310723e-05 -3.3889190429666387e-05 2.2263359222471573e-05 -1.7664092735250725e-05 5.8175535195914568e-05 1.1014173265721184e-05 -2.5624579084251312e-05 2.6362001277188292e-05 9.8488773455756022e-06 2.3069303512247879e-05 -1.5391578486550748e-05 -1.7282978737617111e-05 1.4440077159110155e-05 2.4695192990163506e-05 -4.5411092796712185e-05 -1.9483618772305224e-05 1.8031829106778764e-05 -2.1890445939789062e-05 1.4938990505853375e-05 -3.0195366707630456e-05 6.1400427541240966e-06 -6.6819249766076745e-07
leaf_weight=28 44 21 300 36 20 20 22 22 33 21 26 23 20 25 20 28 25 39 38 26 33 28 20 23 37 25 38 20 164 1896
leaf_count=28 44 21 300 36 20 20 22 22 33 21 26 23 20 25 20 28 25 39 38 26 33 28 20 23 37 25 38 20 164 1896
internal_value=0 1.13453e-07 4.07488e-06 -3.45284e-07 -2.22088e-05 1.0551e-07 -8.02392e-08 5.49093e-08 1.89166e-07 -3.15095e-07 -1.88533e-08 5.0128e-06 7.30038e-06 3.19748e-05 1.23291e-06 5.24459e-06 3.97977e-07 5.50044e-06 -5.37552e-06 -2.64961e-07 -7.48973e-08 -2.83609e-07 -1.12186e-05 3.00794e-08 -2.83413e-07 -8.08418e-08 -3.93566e-07 -1.39826e-07 -4.15304e-07 -1.26178e-07
internal_weight=0 3093 321 2772 56 2716 2696 2674 2652 2401 2380 251 228 45 183 150 122 102 63 2354 2328 2295 64 2231 2203 2180 2143 2118 2080 2060
internal_count=3121 3093 321 2772 56 2716 2696 2674 2652 2401 2380 251 228 45 183 150 122 102 63 2354 2328 2295 64 2231 2203 2180 2143 2118 2080 2060
is_linear=0
shrinkage=0.1


Tree=4906
num_leaves=31
num_cat=0
split_feature=132 394 1203 156 474 474 50 3 50 50 402 13 2 402 0 1452 128 2 159 52 50 1455 43 158 3 1 43 43 158 2
split_gain=4.37815e-07 2.33153e-06 1.13963e-06 4.12581e-07 8.58468e-07 4.6434e-07 5.68061e-07 1.2384e-06 2.96333e-06 1.06769e-06 1.12092e-06 2.29527e-06 1.075e-06 1.05096e-06 9.35316e-07 6.65862e-07 6.21273e-07 1.71548e-06 5.8472e-07 1.5844e-06 5.87284e-07 6.99883e-07 1.45578e-06 7.2389e-07 2.28652e-06 1.60803e-06 2.16734e-06 1.9018e-06 1.35522e-06 8.36583e-07
threshold=-0.083174999999999985 0.11233000000000001 0.089005000000000015 0.3248100000000001 0.11381000000000001 0.10970500000000001 0.12213000000000002 0.097915000000000016 0.13857500000000003 0.11941000000000002 -0.45454999999999995 -0.068269999999999983 0.086000000000000007 -0.40883999999999993 -0.08095999999999999 0.11609000000000001 0.10551000000000001 0.087505000000000013 -0.45371999999999996 0.51358000000000004 0.115 0.090900000000000022 -0.077824999999999991 0.10737500000000001 -0.049509999999999992 0.091615000000000016 -0.013024999999999998 -0.083134999999999987 0.10544500000000002 0.113445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 9 8 14 10 11 -2 -13 -12 -8 16 18 -18 19 -15 21 23 -23 28 25 26 27 -25 29 -20
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11 13 12 -14 15 -16 -17 17 -19 20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.6139728922162715e-06 4.0152090110452612e-05 3.435306385654258e-05 -2.3534886500968884e-05 -1.324840804559442e-05 1.493359803787779e-05 -1.3855333600076847e-05 2.642316730089078e-05 2.5234754444422187e-05 -2.4107605828072748e-05 -2.2132409103712482e-05 -1.8644381347140524e-05 -1.6426894533305175e-05 1.4263640307035531e-05 -2.9758935109687931e-05 2.36063902515785e-06 1.5801049037760933e-05 2.3005106905239284e-05 -1.2256892656316931e-05 6.5072558009393819e-07 5.8718081478358592e-06 -1.3762558445762352e-05 2.7632337029596484e-05 -4.6348755733623849e-06 -1.7925138558894107e-05 -3.7834477912145395e-05 1.7933406872240692e-05 -2.7501529857292756e-05 2.3091482722310715e-05 2.5325436443035001e-05 -4.7247535627696852e-06
leaf_weight=195 21 20 27 23 39 24 30 28 31 22 31 21 25 24 35 26 37 22 1828 26 32 27 29 20 21 30 36 26 21 344
leaf_count=195 21 20 27 23 39 24 30 28 31 22 31 21 25 24 35 26 37 22 1828 26 32 27 29 20 21 30 36 26 21 344
internal_value=0 3.27747e-07 -4.28003e-06 9.13776e-08 1.98806e-07 -5.19021e-09 1.13823e-07 6.73028e-06 1.33314e-06 -1.93573e-07 -1.12333e-08 1.27585e-05 2.52744e-07 -3.42851e-07 1.34664e-05 -1.20274e-07 -2.84346e-07 9.85656e-06 -5.27169e-07 -1.12309e-05 -3.05466e-07 -1.24683e-07 1.09225e-05 -3.90652e-07 -7.55414e-06 -1.87658e-06 -9.12414e-06 5.25817e-06 4.37963e-08 -2.00639e-07
internal_weight=0 2899 222 2879 2856 2817 2793 124 96 2669 2647 67 46 2580 65 2549 2523 59 2464 50 2414 2382 56 2326 133 112 82 46 2193 2172
internal_count=3121 2899 222 2879 2856 2817 2793 124 96 2669 2647 67 46 2580 65 2549 2523 59 2464 50 2414 2382 56 2326 133 112 82 46 2193 2172
is_linear=0
shrinkage=0.1


Tree=4907
num_leaves=31
num_cat=0
split_feature=9 33 9 16 34 11 45 1429 156 1425 16 1425 2 399 2 1210 1456 403 2 1213 394 484 4 16 1 13 52 130 1 13
split_gain=3.94742e-07 1.49827e-06 7.96336e-07 6.31953e-07 4.02597e-07 1.46821e-06 3.8413e-07 6.21501e-07 9.97256e-07 5.22141e-07 4.09311e-07 4.00223e-07 4.09803e-07 3.20709e-06 3.09975e-06 2.40872e-06 1.55232e-06 3.23218e-06 1.95232e-06 2.90502e-06 1.5255e-06 1.36035e-06 1.78517e-06 4.18123e-06 2.3023e-06 4.35434e-06 1.81555e-06 3.61651e-06 1.73875e-06 2.95537e-06
threshold=0.092410000000000006 -0.012019999999999998 0.086220000000000005 -0.40995499999999996 -0.08786999999999999 -1.0000000180025095e-35 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.074319999999999983 0.086415000000000006 0.084415000000000004 0.091580000000000009 0.084550000000000014 -0.14175499999999996 0.086355000000000015 -0.5425549999999999 0.084055000000000005 -1.0000000180025095e-35 0.0016050000000000003 -0.011244999999999998 -0.083644999999999983 -0.090054999999999982 0.08592000000000001 -0.088464999999999988 0.08709500000000002 -1.0000000180025095e-35 0.086255000000000012 -0.077799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 -3 -6 7 -7 9 11 -8 12 13 15 -14 -9 17 -17 20 -20 21 28 23 -23 25 -24 27 -25 -19 -30
right_child=3 2 -4 -5 5 6 10 8 -10 -11 -12 -13 14 -15 -16 16 -18 18 19 -21 -22 22 24 26 -26 -27 -28 -29 29 -31
leaf_value=-2.503551416642343e-05 -1.0045284943771549e-06 1.4054555676921155e-05 1.9454380561087638e-05 2.1027561492899068e-05 -2.6529339638294742e-05 -1.7703507742226067e-05 -1.5339646384033942e-07 3.4171131864284346e-05 2.2238239253056236e-05 -1.48573397571757e-05 1.8925706242291861e-05 1.3708636314342066e-05 -3.8241902323286268e-05 4.1291647630714581e-05 -5.0057475950820658e-07 -4.059290971781593e-05 2.5444090296451067e-05 -3.7533806771534732e-05 -3.9769407521816907e-06 4.7466228542838337e-05 -2.8363825467749852e-05 -4.7569780143851902e-05 -9.5658660622733724e-06 4.262261874308544e-05 1.7851501843180609e-06 4.7477288686081923e-05 -2.3783853455825013e-05 -6.0389736108033632e-06 1.3537302804219769e-05 -2.5508796449634651e-05
leaf_weight=24 30 20 21 23 21 20 23 21 20 24 22 21 22 20 2009 20 23 20 23 21 20 23 23 21 395 32 25 56 42 36
leaf_count=24 30 20 21 23 21 20 23 21 20 24 22 21 22 20 2009 20 23 20 23 21 20 23 23 21 395 32 25 56 42 36
internal_value=0 -1.47813e-07 4.84109e-08 8.55657e-06 -8.63974e-08 -1.80576e-07 4.97844e-09 -1.3551e-07 -1.50571e-08 -1.68687e-07 9.17416e-06 -4.59834e-08 -1.47262e-07 1.73811e-06 -9.09393e-07 7.50502e-07 -1.49284e-07 -9.2689e-07 1.49528e-07 2.05755e-05 -1.14736e-06 -3.38547e-07 1.51754e-06 -9.05447e-06 4.45421e-06 2.36229e-05 -3.69646e-07 7.23237e-06 -1.12288e-05 -4.48397e-06
internal_weight=0 3068 3044 53 3023 3003 2982 2937 2917 2897 45 2873 2852 821 2031 801 780 757 737 44 693 673 575 125 450 55 102 77 98 78
internal_count=3121 3068 3044 53 3023 3003 2982 2937 2917 2897 45 2873 2852 821 2031 801 780 757 737 44 693 673 575 125 450 55 102 77 98 78
is_linear=0
shrinkage=0.1


Tree=4908
num_leaves=31
num_cat=0
split_feature=156 1429 15 15 15 45 9 12 133 133 15 402 15 13 15 390 0 52 48 1 1 1 3 1 0 42 1371 13 1375 50
split_gain=4.31797e-07 7.83194e-07 3.69686e-07 3.77019e-06 2.06244e-06 1.39115e-06 1.2687e-06 1.15672e-06 1.31406e-06 1.35344e-06 1.09677e-06 1.85094e-06 1.25708e-06 1.17993e-06 8.40159e-07 9.31264e-07 8.65388e-07 2.28725e-06 4.81816e-06 4.97775e-06 8.23428e-06 3.08364e-06 3.98802e-06 2.55379e-06 1.34349e-06 6.5093e-06 1.03732e-06 1.16214e-06 4.73273e-06 3.59918e-06
threshold=0.3248100000000001 -0.23166999999999996 -0.10203999999999998 -0.099734999999999976 -0.10653 0.094030000000000016 0.08925000000000001 0.11527000000000001 -0.37971999999999995 -0.14717499999999997 -0.11345499999999999 0.089460000000000026 -0.13843999999999998 -0.026374999999999999 -0.096999999999999989 0.088375000000000023 -0.14226499999999997 -0.080114999999999978 -0.072824999999999987 0.090475000000000014 0.11212500000000002 0.089175000000000018 -0.0087149999999999988 0.080585000000000004 -0.11173999999999999 0.079510000000000011 0.086910000000000015 -0.086254999999999984 -0.15308499999999997 0.091320000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 7 6 14 8 -3 -10 11 12 -11 -14 -5 16 17 21 -19 23 -21 -16 -23 -20 25 -18 27 29 -29 -26
right_child=-2 2 3 5 -6 -7 -8 -9 9 10 -12 -13 13 -15 15 -17 24 18 19 20 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=1.8095875844892362e-05 -1.3651162826926853e-05 -2.1461720539913847e-05 -4.0852381670961425e-05 -1.6049005402733614e-05 2.545109392981557e-05 -2.6447716468283037e-05 2.2005894785392092e-05 2.0833665540622961e-05 2.005066491004554e-05 -5.7115660041939606e-12 -2.3544696941826262e-05 -2.7755966080307685e-05 3.0232343154542225e-06 3.591102571590454e-05 1.7490000741068238e-05 1.7524634956013566e-05 4.4324160041599369e-06 -1.8204839590099356e-05 2.0691930321578077e-05 8.5925379062246071e-05 2.7996683250173441e-06 4.828221857451354e-06 -5.8322531349404012e-05 -2.3661266931455993e-05 1.0015906436602648e-05 -5.9763760063188708e-05 2.2356192721417757e-05 -4.8845652175562772e-05 -1.0756914863081078e-06 -1.1638518076313613e-05
leaf_weight=24 23 28 23 33 36 20 26 27 34 337 20 22 24 20 26 30 56 36 34 26 22 20 20 21 293 22 20 21 1673 104
leaf_count=24 23 28 23 33 36 20 26 27 34 337 20 22 24 20 26 30 56 36 34 26 22 20 20 21 293 22 20 21 1673 104
internal_value=0 1.0135e-07 -3.91407e-08 -5.49926e-07 2.31532e-06 -1.79587e-07 3.19963e-08 6.88583e-07 -4.32896e-07 8.55522e-07 -6.8735e-07 4.4701e-07 2.07553e-06 1.79722e-05 -2.00532e-07 1.52272e-08 -2.04189e-07 6.00864e-06 1.32872e-05 2.42941e-05 4.78261e-05 -9.3204e-06 -2.67472e-05 3.75707e-06 -7.86021e-07 -1.36742e-05 -3.09811e-07 -5.26607e-07 -1.66788e-06 4.34321e-06
internal_weight=0 3098 3074 2526 548 2503 2483 512 485 457 423 403 381 44 2457 2424 2394 205 139 103 48 66 40 55 2189 78 2111 2091 1694 397
internal_count=3121 3098 3074 2526 548 2503 2483 512 485 457 423 403 381 44 2457 2424 2394 205 139 103 48 66 40 55 2189 78 2111 2091 1694 397
is_linear=0
shrinkage=0.1


Tree=4909
num_leaves=31
num_cat=0
split_feature=132 1186 1185 15 50 133 42 13 399 130 12 51 133 51 12 13 10 4 0 51 14 157 52 131 13 0 49 50 9 33
split_gain=3.8221e-07 1.01249e-05 5.6956e-06 1.14536e-06 4.2322e-07 5.9224e-07 4.81645e-07 7.97635e-07 5.46553e-07 3.7147e-07 8.34075e-07 4.1641e-07 1.39101e-06 9.4406e-07 4.96615e-06 3.16849e-06 1.01565e-06 5.5633e-06 1.37469e-05 1.14529e-06 9.97546e-07 2.09598e-06 1.68906e-06 9.93418e-07 9.3835e-07 1.96246e-06 1.71795e-06 1.82496e-06 9.10799e-07 3.22527e-06
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 0.09227500000000001 -0.45516499999999999 -0.021469999999999996 0.0036400000000000004 0.085130000000000011 -0.23647499999999996 0.23631000000000002 0.10302500000000002 -0.040449999999999993 0.093135000000000009 0.088245000000000004 -0.091559999999999989 -0.011559999999999999 0.053180000000000012 -0.10096999999999999 0.091000000000000011 -0.31455999999999995 -0.23976499999999998 -0.049749999999999996 0.13834500000000002 0.10002500000000002 0.041630000000000007 -0.043469999999999995 0.093260000000000023 0.092235000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 7 -7 -8 -4 11 13 -13 16 15 -15 17 -11 -19 20 22 -22 -18 28 25 26 -14 -28 29 -23
right_child=2 -3 9 -5 -6 6 8 -9 -10 10 -12 12 24 14 -16 -17 19 18 -20 -21 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.6494680525995692e-05 -5.0992105186444613e-05 6.8370469646404012e-05 -1.3497848087808961e-05 -2.3157101648394019e-05 -1.2568136041105997e-05 3.0023723879959576e-06 1.8271090915992059e-05 -2.017364431931465e-05 -1.3370628840386252e-06 -4.1366059218229831e-05 1.9574279950905874e-05 2.5332304715077583e-05 2.4714288710280622e-05 -5.609548679785803e-06 2.3216865472932114e-05 -6.0542323695872689e-05 1.6028361622172979e-06 7.4835401173913856e-05 -3.2196262242602343e-05 2.3584756923983584e-05 -3.1659995255765913e-05 3.821378756728419e-05 3.6529605795294634e-05 2.2265864499786405e-05 1.9251421956421558e-05 -2.6040403815420214e-05 -2.9621411040352542e-05 2.8432109942965441e-06 -1.7427897758655794e-05 -2.6192350529423803e-07
leaf_weight=23 22 22 20 25 24 33 21 27 44 35 22 27 30 21 25 21 45 20 30 21 21 22 20 20 26 27 20 129 30 2248
leaf_count=23 22 22 20 25 24 33 21 27 44 35 22 27 30 21 25 21 45 20 30 21 21 22 20 20 26 27 20 129 30 2248
internal_value=0 4.02839e-06 -3.03996e-07 -3.15702e-06 -2.50032e-07 1.7475e-06 -9.65984e-07 -7.42684e-06 4.99788e-06 8.32048e-08 1.78177e-07 2.78199e-08 3.85017e-06 -3.56045e-07 -1.20712e-05 -3.30759e-05 -4.35798e-08 -1.07881e-05 1.06164e-05 3.32723e-07 1.29775e-07 -2.09517e-07 1.23495e-05 7.51636e-08 1.35009e-06 -9.09302e-07 2.88142e-06 -1.51446e-06 -1.17799e-07 1.10969e-07
internal_weight=0 219 2902 197 172 148 125 60 65 2880 2860 2838 259 2579 67 42 2512 85 50 2427 2406 2341 65 2320 232 206 179 149 2300 2270
internal_count=3121 219 2902 197 172 148 125 60 65 2880 2860 2838 259 2579 67 42 2512 85 50 2427 2406 2341 65 2320 232 206 179 149 2300 2270
is_linear=0
shrinkage=0.1


Tree=4910
num_leaves=31
num_cat=0
split_feature=12 130 33 9 16 124 33 51 123 48 52 97 374 124 52 151 42 16 1 3 151 456 0 0 3 12 12 12 133 3
split_gain=4.63522e-07 7.401e-07 4.42064e-07 4.41384e-07 5.91195e-07 4.00779e-07 9.39559e-07 8.59588e-07 9.94329e-07 1.64843e-06 6.73218e-07 6.31619e-07 1.24963e-06 8.59062e-07 5.328e-07 1.37891e-06 3.4294e-06 4.31878e-06 3.60244e-06 1.44303e-06 1.73878e-06 2.99017e-06 2.2202e-06 1.75799e-06 1.51119e-06 6.88742e-06 9.37695e-06 4.90366e-06 4.27914e-06 3.88675e-06
threshold=0.23631000000000002 -0.22461999999999996 -0.012019999999999998 0.09055500000000001 -0.40995499999999996 -0.083229999999999985 0.085305000000000006 0.081440000000000026 0.085740000000000011 0.086425000000000016 -1.0000000180025095e-35 -0.049229999999999996 0.08987500000000001 -0.078224999999999989 -0.019749999999999993 -0.085134999999999975 0.083715000000000026 -0.011734999999999997 0.10612500000000001 -0.096099999999999977 -0.072119999999999976 0.089955000000000021 -0.24955499999999997 0.10455500000000001 -0.078724999999999976 0.083715000000000026 0.083985000000000018 0.084535000000000013 -1.0000000180025095e-35 -0.07928499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 7 11 8 9 10 -4 -7 13 -13 -15 16 18 -18 -16 -17 21 -21 -22 24 25 28 -27 -28 -24 -29
right_child=-2 2 3 4 -6 6 -8 -9 -10 -11 -12 12 -14 14 15 19 17 -19 -20 20 22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=1.6588992886041794e-05 -1.4143773225204434e-05 -1.2547547417593057e-05 1.3356671073828743e-05 7.8303937698365199e-08 2.1660463907706303e-05 -1.7475826626607508e-05 -2.142874063359895e-05 2.144950265644114e-05 1.5939921242014471e-05 -2.5819153306656518e-05 -6.28910221773064e-06 -1.680992563999626e-05 2.3670990909026432e-05 -2.086371960454802e-06 -2.4151428260665855e-05 7.8487198187187553e-06 5.8990595967910712e-05 4.1208429593098117e-06 2.5991260404027896e-05 -4.5825541588862471e-05 3.1267324318274734e-05 2.0993507314415183e-06 -9.0118426578555963e-06 -2.8167083718986052e-05 3.6017435145931499e-06 6.4995788107764728e-05 -3.8765407892545531e-05 4.1786938921429952e-07 -7.2922997222493984e-05 -3.8945735297182605e-05
leaf_weight=27 23 28 37 30 22 21 21 26 35 25 33 31 22 886 38 215 26 32 23 23 22 30 20 23 585 21 36 712 22 26
leaf_count=27 23 28 37 30 22 21 21 26 35 25 33 31 22 886 38 215 26 32 23 23 22 30 20 23 585 21 36 712 22 26
internal_value=0 1.04999e-07 -3.99272e-08 7.5161e-08 9.20922e-06 -8.3639e-08 -3.55177e-07 4.85104e-06 1.53135e-06 -3.77708e-06 4.09509e-06 -1.97911e-07 -6.80023e-08 -2.56475e-07 -6.91914e-08 8.9479e-07 1.13081e-05 2.87176e-05 -5.24517e-06 1.80561e-07 -9.04079e-07 -1.86982e-05 -2.61209e-07 -7.41228e-07 -2.97632e-07 -3.023e-06 -9.37999e-07 -2.7269e-06 -4.24891e-05 -9.68924e-07
internal_weight=0 3098 3071 3043 52 2991 2835 156 130 95 70 2814 2793 2771 2740 1854 119 58 61 1735 1520 53 1467 1445 1422 837 795 774 42 738
internal_count=3121 3098 3071 3043 52 2991 2835 156 130 95 70 2814 2793 2771 2740 1854 119 58 61 1735 1520 53 1467 1445 1422 837 795 774 42 738
is_linear=0
shrinkage=0.1


Tree=4911
num_leaves=31
num_cat=0
split_feature=13 13 2 51 51 43 4 16 13 13 13 403 13 403 43 13 33 13 403 13 0 13 133 4 13 151 160 1371 13 13
split_gain=4.24118e-07 1.34203e-06 3.27701e-06 9.62872e-07 5.71665e-06 1.38412e-06 1.08553e-06 9.648e-07 8.96482e-07 1.50001e-06 7.92537e-07 1.84224e-06 8.1567e-07 4.06523e-06 6.57097e-06 2.00334e-06 1.89763e-06 1.67706e-06 6.02394e-06 1.0597e-06 2.79372e-06 1.46941e-06 3.20085e-06 2.24786e-06 1.29143e-06 5.67045e-06 3.53233e-06 3.07734e-06 1.1403e-05 2.39414e-06
threshold=-0.13710499999999998 -0.10278499999999999 0.087675000000000017 0.081440000000000026 0.095375000000000015 -0.14792499999999997 -0.14098499999999997 -0.073404999999999984 -0.097984999999999989 -0.096404999999999991 -0.093219999999999983 0.035175000000000005 -0.090204999999999994 -0.0038999999999999994 -0.0037449999999999996 -0.089109999999999981 -0.009184999999999997 -0.088319999999999996 -0.0059799999999999992 -0.087404999999999997 -0.089604999999999976 -0.08645499999999999 0.086910000000000015 -0.0047449999999999992 -0.085744999999999988 -0.014594999999999999 -0.016279999999999996 0.083235000000000017 -0.085584999999999981 -0.085154999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -7 -6 -3 -10 11 -11 13 -12 -15 -14 -17 18 -18 20 -19 22 23 -21 25 -23 -27 28 -26 -30
right_child=1 8 -4 4 7 6 -8 -9 9 10 12 -13 15 14 -16 16 17 19 -20 21 -22 24 -24 -25 27 26 -28 -29 29 -31
leaf_value=-2.5152256957881035e-05 -1.2691595880131077e-05 -1.917191797247142e-05 3.9979008720870805e-05 -5.609814073647034e-05 1.7963687342772675e-05 2.3945632641525228e-05 -2.8145678697910626e-07 -1.061535281223769e-05 2.6246588926038716e-05 1.9819086992356462e-06 -2.1549929721610778e-05 -3.6063744660168594e-05 -3.011443534226353e-05 2.8281323173879566e-06 7.0846519010956397e-05 -2.6182068513999522e-05 -2.0651630146468442e-05 1.2667452092105321e-05 5.1358374975489615e-05 -2.1969112703328182e-05 -3.3331046119377377e-05 2.090350179579608e-05 4.0286581572907948e-05 1.9613648796971226e-05 7.5952235838485656e-05 -8.0549631871917881e-06 -6.7488375814974696e-05 -3.2579001793107764e-05 -3.198828720917885e-05 4.4062498812155179e-07
leaf_weight=20 21 24 27 22 27 21 155 21 22 35 30 20 22 49 20 27 21 23 26 26 31 28 29 26 20 20 20 28 23 2237
leaf_count=20 21 24 27 22 27 21 155 21 22 35 30 20 22 49 20 27 21 23 26 26 31 28 29 26 20 20 20 28 23 2237
internal_value=0 3.55825e-07 1.69356e-05 -3.81908e-06 -1.38866e-05 -2.23534e-07 2.60928e-06 5.46036e-06 7.23089e-08 2.38267e-07 3.10294e-08 -1.18529e-05 2.72572e-07 9.18193e-06 2.25436e-05 -6.57578e-08 1.89976e-07 4.68336e-07 1.91837e-05 1.18028e-07 -1.37391e-05 4.2258e-07 1.36675e-05 -1.17773e-06 -2.89514e-08 -1.36113e-05 -3.77717e-05 3.71222e-07 7.75874e-07 1.10596e-07
internal_weight=0 2855 48 266 70 196 176 48 2807 2783 2761 55 2706 99 69 2607 2585 2558 47 2511 54 2457 81 52 2376 68 40 2308 2280 2260
internal_count=3121 2855 48 266 70 196 176 48 2807 2783 2761 55 2706 99 69 2607 2585 2558 47 2511 54 2457 81 52 2376 68 40 2308 2280 2260
is_linear=0
shrinkage=0.1


Tree=4912
num_leaves=31
num_cat=0
split_feature=12 130 39 34 12 33 40 9 44 156 376 2 48 2 40 2 13 1420 4 475 156 49 153 52 16 1213 1210 15 133 42
split_gain=3.93339e-07 5.95961e-07 4.42116e-07 3.91076e-07 2.06653e-06 1.79827e-06 1.10369e-06 1.36661e-06 4.97554e-07 1.39746e-06 4.17304e-07 1.26482e-06 9.90924e-07 8.72941e-07 5.18964e-07 1.51808e-06 4.81243e-07 4.35174e-07 1.42912e-06 6.97837e-07 5.63332e-07 2.33609e-06 1.26713e-06 6.27913e-07 1.90986e-06 1.00958e-06 1.77565e-06 1.04734e-06 1.88033e-06 1.44289e-06
threshold=0.23631000000000002 -0.22461999999999996 0.13507500000000003 -0.057544999999999992 -0.015429999999999998 -1.0000000180025095e-35 -0.07632499999999999 -0.08619499999999998 0.099360000000000018 -0.14734999999999998 0.083890000000000006 0.10527500000000002 0.084855000000000014 0.13404500000000005 -0.083564999999999987 0.10672500000000001 -0.53104499999999988 -0.079539999999999986 -0.013514999999999998 -0.081219999999999987 -0.065739999999999979 0.08610000000000001 0.082840000000000011 0.091275000000000009 0.15891500000000003 0.104315 -0.05860499999999999 0.12044500000000001 0.068115000000000023 0.096450000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 7 -3 9 -7 14 12 -12 -13 15 -11 -16 18 -18 -20 21 -19 23 -22 25 26 -25 29 -29 -28
right_child=-2 2 -4 5 -6 8 -8 -9 -10 10 11 13 -14 -15 16 -17 17 20 19 -21 22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=1.4888706246657185e-05 -1.3029062436386165e-05 2.3704948396768415e-05 -1.3552760227260784e-05 -3.002330682193133e-05 3.4124028510026012e-05 2.3740222335618456e-05 -1.8064684711414607e-05 -7.3830410230819383e-06 -1.2536879681177988e-05 -2.874774510691287e-05 3.2566470737075791e-05 -1.7540540878599133e-05 2.4276749573459712e-06 9.4542031626548593e-06 1.5403473053083872e-05 8.4399743465317965e-06 -2.4446697432267685e-05 -1.3526032913349892e-05 -8.7819537975519791e-06 1.7634644755162299e-05 9.0377921810001758e-07 3.0372422615646092e-05 -2.4624529743007209e-05 2.0360260324244002e-05 -2.7823563194597859e-05 -1.8499381743216268e-05 -1.3354880082930004e-06 3.4448349383421289e-05 -5.136297837842514e-06 -1.7868713955261335e-05
leaf_weight=27 23 26 24 20 21 25 26 31 31 23 24 25 20 23 20 21 30 22 20 20 1969 27 21 38 29 33 392 21 28 61
leaf_count=27 23 26 24 20 21 25 26 31 31 23 24 25 20 23 20 21 30 22 20 20 1969 27 21 38 29 33 392 21 28 61
internal_value=0 9.67333e-08 -3.33166e-08 7.31706e-08 6.09978e-06 -1.39798e-07 -9.90692e-07 6.79745e-06 6.46732e-08 1.99752e-07 -5.51881e-09 6.62046e-06 1.8867e-05 -4.60556e-06 -2.25191e-07 -1.09991e-05 -5.16096e-08 -1.65627e-07 -7.94782e-06 4.42635e-06 4.06406e-08 1.06629e-05 -1.60166e-07 3.96594e-08 -2.78667e-06 -1.51954e-06 -4.81878e-07 -2.05957e-06 1.18286e-05 -3.56182e-06
internal_weight=0 3098 3071 3047 104 2943 83 57 2923 2892 2867 92 44 48 2775 44 2731 2711 70 40 2641 49 2592 2571 602 573 540 502 49 453
internal_count=3121 3098 3071 3047 104 2943 83 57 2923 2892 2867 92 44 48 2775 44 2731 2711 70 40 2641 49 2592 2571 602 573 540 502 49 453
is_linear=0
shrinkage=0.1


Tree=4913
num_leaves=31
num_cat=0
split_feature=130 12 132 1185 1203 1429 156 1429 1429 1429 1429 156 0 156 0 133 2 156 157 51 157 1372 2 159 150 147 448 448 0 10
split_gain=4.55504e-07 8.79727e-07 3.98043e-07 2.68686e-06 1.03937e-06 3.62139e-07 1.17193e-06 7.58548e-07 6.69861e-07 6.75478e-07 4.86526e-07 5.94984e-07 1.80788e-06 1.46539e-06 1.29292e-06 9.62548e-07 6.59802e-07 9.63742e-07 5.51918e-07 3.80722e-06 3.18889e-06 2.36158e-06 2.10043e-06 2.68394e-06 1.39331e-06 1.73287e-06 1.10227e-06 6.61357e-07 5.66434e-07 5.4673e-06
threshold=-0.23647499999999996 0.23631000000000002 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 -0.084934999999999997 -0.069929999999999978 -0.026244999999999997 0.091255000000000017 0.024095000000000002 0.089770000000000016 -0.065229999999999996 0.091580000000000009 0.11389000000000002 0.09747500000000002 -0.087424999999999989 -0.085534999999999986 -0.086394999999999986 -0.065504999999999994 0.10402500000000002 -0.092414999999999983 0.12706500000000001 0.097985000000000017 1.0000000180025095e-35 -0.083689999999999987 -0.10224499999999999 -0.014199999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -5 7 -7 -9 -10 -11 13 14 18 15 16 17 -13 19 -12 -20 -22 23 -21 25 26 27 -23 29 -29
right_child=1 -3 3 5 -6 6 -8 8 9 10 11 12 -14 -15 -16 -17 -18 -19 20 22 21 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.504303388628614e-05 -1.5247349530731413e-06 2.0022849073277693e-05 3.590937485569157e-05 1.2504681446602184e-05 -2.2134926095012426e-05 1.8573601127255561e-05 -2.4214958139054945e-05 -1.6363603212084855e-05 1.5002860918684747e-05 -1.4567556908055534e-05 -4.425274353045759e-05 1.1989410003562544e-05 2.6724005695569122e-05 -2.7326450290274806e-05 -1.4799720338487533e-05 2.2788089107187398e-05 1.4156715008505639e-05 -1.431042086353859e-05 3.5693255529622546e-05 4.0516414124815789e-05 -2.9079270146732076e-05 -1.3699656446988229e-05 -2.125889158413394e-05 -3.5898058242949177e-06 2.1548027624097208e-05 -2.4868243644959876e-05 2.1942586618419938e-05 -5.2863485936021401e-05 9.425635888544676e-07 -5.4882494152213725e-07
leaf_weight=20 194 22 21 23 28 22 20 25 30 23 22 22 33 20 39 27 27 38 25 22 28 35 26 37 30 28 23 21 1780 410
leaf_count=20 194 22 21 23 28 22 20 25 30 23 22 22 33 20 39 27 27 38 25 22 28 35 26 37 30 28 23 21 1780 410
internal_value=0 9.70137e-08 -4.53599e-08 2.71583e-07 -4.12422e-06 7.69265e-09 -9.44868e-08 7.82341e-08 -6.86075e-08 7.97446e-08 -8.5091e-08 3.85988e-08 5.49561e-06 -3.66269e-07 9.16939e-07 6.29369e-06 1.17474e-06 -4.66715e-06 -1.4946e-07 -7.17526e-06 1.66406e-07 -2.10737e-07 2.42126e-06 1.28566e-05 1.36628e-07 -1.43016e-07 1.62099e-07 -6.09422e-08 1.54958e-07 -3.0978e-06
internal_weight=0 3101 3079 2857 222 2836 2813 2793 2771 2746 2716 2693 186 2507 153 114 87 60 2487 107 2380 2355 85 59 2327 2297 2269 2246 2211 431
internal_count=3121 3101 3079 2857 222 2836 2813 2793 2771 2746 2716 2693 186 2507 153 114 87 60 2487 107 2380 2355 85 59 2327 2297 2269 2246 2211 431
is_linear=0
shrinkage=0.1


Tree=4914
num_leaves=31
num_cat=0
split_feature=12 4 34 9 1 34 9 2 39 44 472 1429 16 12 472 132 1203 1185 50 156 1425 475 2 1429 0 52 0 0 13 1
split_gain=4.27054e-07 5.74264e-07 4.53686e-07 1.86979e-06 2.43815e-06 1.84137e-06 1.01381e-06 9.79437e-07 1.72117e-06 4.04831e-07 1.26154e-06 4.16894e-07 9.98656e-07 7.13876e-06 2.17029e-06 4.65081e-07 1.04297e-05 5.37054e-06 1.91922e-06 4.40156e-07 7.42776e-07 4.10879e-07 1.13957e-06 4.84947e-07 4.01638e-07 1.79069e-06 1.41403e-06 5.91031e-07 1.88652e-06 2.08385e-06
threshold=0.23631000000000002 0.63113500000000011 -0.057544999999999992 0.091600000000000015 0.12205500000000001 -0.081829999999999986 0.082870000000000013 -0.045829999999999989 0.089790000000000023 0.099360000000000018 0.087430000000000022 -0.23587499999999997 0.63636000000000015 0.090695000000000012 -0.15279499999999999 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.093975000000000017 0.12734000000000004 0.089180000000000009 0.051590000000000004 0.090425000000000019 0.11699500000000002 0.11070500000000001 0.095415000000000014 0.062580000000000011 -0.0058249999999999994 -0.0069799999999999992 0.085475000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -5 7 9 -1 -9 10 11 -4 14 -14 -13 16 18 -17 -16 20 21 23 -23 24 26 -26 27 -19 -29 -30
right_child=-2 -3 3 4 -6 -7 -8 8 -10 -11 -12 12 13 -15 15 17 -18 19 -20 -21 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-1.3920184235871603e-05 -1.3575981183353378e-05 1.4357036751074963e-05 1.3235987068543657e-05 -4.6449880962313734e-05 2.3363640225614379e-06 3.2916078418479414e-05 2.1935497688034609e-05 2.6936587628370037e-05 -1.0555007141495784e-05 -1.1482257957962453e-05 2.442701806579689e-05 3.1990996917773461e-05 2.089136776073876e-05 -5.6507377534713174e-05 1.0025312112032957e-08 -4.9842857565222815e-05 6.7768814986503352e-05 -5.6461021277930117e-07 -3.2109445012229988e-05 -1.1522049515085255e-05 1.8660835762386256e-05 2.3642183601623402e-05 -7.5637478981992577e-06 -1.5912099315755767e-05 -2.8127843012171391e-06 3.0243528849298499e-05 -2.5187644480509966e-05 3.0905762818292714e-05 -2.5835876303145511e-05 1.4977978377107224e-05
leaf_weight=32 23 28 23 20 21 21 21 25 24 31 21 21 26 22 163 22 23 2232 21 34 21 25 22 20 57 23 23 25 22 29
leaf_count=32 23 28 23 20 21 21 21 25 24 31 21 21 26 22 163 22 23 2232 21 34 21 25 22 20 57 23 23 25 22 29
internal_value=0 1.00788e-07 -2.92366e-08 -2.54597e-07 -2.14618e-05 6.5283e-06 4.24637e-08 -3.1298e-07 8.57336e-06 -1.15745e-07 6.81591e-09 -1.7287e-07 -2.81808e-07 -1.45831e-05 -3.51465e-08 -2.78647e-07 4.28028e-06 -6.48001e-07 -3.65578e-06 -2.20726e-07 -6.69666e-08 -2.25677e-07 9.03515e-06 -4.04722e-07 -2.76083e-07 6.69091e-06 -5.15191e-07 -2.69321e-07 8.40284e-06 -2.628e-06
internal_weight=0 3098 3070 2968 41 102 2927 81 49 2906 2875 2854 2831 48 2783 2762 207 2555 184 2533 2499 2478 47 2431 2411 80 2331 2308 76 51
internal_count=3121 3098 3070 2968 41 102 2927 81 49 2906 2875 2854 2831 48 2783 2762 207 2555 184 2533 2499 2478 47 2431 2411 80 2331 2308 76 51
is_linear=0
shrinkage=0.1


Tree=4915
num_leaves=31
num_cat=0
split_feature=132 1185 1203 9 10 124 2 9 33 34 9 45 13 13 2 159 3 13 159 43 13 13 13 52 52 4 43 133 2 52
split_gain=3.85646e-07 2.89511e-06 1.45284e-06 3.79318e-07 1.33302e-06 2.2434e-06 1.24498e-06 7.00731e-07 4.02154e-07 7.889e-07 4.38064e-07 4.23223e-07 4.35786e-07 1.89207e-06 2.8411e-06 1.36092e-06 2.06401e-06 3.47683e-06 1.52208e-06 9.16467e-07 7.13812e-07 1.25729e-06 1.16807e-06 7.09759e-07 1.89859e-06 9.36073e-06 1.79149e-06 1.3114e-06 1.30551e-06 1.75234e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.092410000000000006 0.053330000000000009 -1.0000000180025095e-35 -0.090999999999999984 0.10750500000000002 0.085305000000000006 -0.084769999999999984 -0.074254999999999988 0.094030000000000016 -0.13710499999999998 -0.10278499999999999 0.090545000000000014 0.085240000000000024 -0.098469999999999988 -0.40078499999999995 0.097885000000000014 -0.14792499999999997 -0.097984999999999989 -0.096404999999999991 -0.094514999999999988 0.091820000000000013 0.10347000000000002 -0.081984999999999988 -0.23714499999999997 -0.029034999999999995 0.11585500000000001 0.13796000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 -3 -5 9 -8 -11 12 15 14 -14 16 19 -18 -17 -12 -15 -22 -23 -24 25 -25 -26 -27 -28 -30
right_child=1 3 -4 7 5 -7 8 -9 -10 10 11 -13 13 20 -16 18 17 -19 -20 -21 21 22 23 24 26 27 28 -29 29 -31
leaf_value=-1.0067327223868443e-06 3.7302724584671007e-05 2.1518908234038802e-05 -2.5757318550008506e-05 2.1475383579419706e-05 4.8144032472832593e-06 -4.1982928979393823e-05 1.936147824987226e-05 -2.4866217804978638e-06 -1.2947433676420892e-05 -1.2769537298245942e-05 -9.9663460969168243e-06 -1.0892779266993915e-05 -1.608904231034103e-06 -1.7761241592366289e-05 4.8957789458654589e-05 2.9450526614839746e-05 -3.6355956630582373e-06 -4.4982779973272984e-05 -2.3611680172455996e-06 1.8061199528217135e-05 2.4129771240537097e-05 -1.9493592068708193e-05 1.3091139479675782e-06 -7.639884949185217e-05 2.221502881818169e-05 -1.1038238360039966e-05 3.019604841582329e-07 1.7096500572127599e-05 -3.2695502720040778e-05 2.0888235797299005e-06
leaf_weight=195 21 27 27 23 21 20 21 26 24 27 20 35 25 22 20 21 53 33 53 28 22 30 1801 20 33 37 348 30 30 28
leaf_count=195 21 27 27 23 21 20 21 26 24 27 20 35 25 22 20 21 53 33 53 28 22 30 1801 20 33 37 348 30 30 28
internal_value=0 3.07609e-07 -4.01694e-06 3.76658e-08 -1.13425e-07 -1.80136e-05 1.49812e-07 8.76085e-06 -5.91575e-08 5.38562e-08 -9.54295e-08 3.183e-08 1.759e-07 5.49571e-07 2.08652e-05 -4.21833e-06 -1.02293e-05 -1.95014e-05 6.66648e-06 6.38306e-06 1.68812e-07 3.34622e-07 1.1252e-07 3.65285e-07 -2.86634e-06 -1.6362e-05 -1.91799e-07 1.55941e-06 -2.01304e-06 -1.59031e-05
internal_weight=0 2899 222 2878 2829 41 2788 49 2761 2737 2716 2689 2654 2446 45 208 134 86 74 48 2401 2379 2357 2327 526 87 439 67 406 58
internal_count=3121 2899 222 2878 2829 41 2788 49 2761 2737 2716 2689 2654 2446 45 208 134 86 74 48 2401 2379 2357 2327 526 87 439 67 406 58
is_linear=0
shrinkage=0.1


Tree=4916
num_leaves=31
num_cat=0
split_feature=46 46 1428 12 15 12 158 43 1452 481 481 160 484 158 3 151 484 159 160 160 160 1447 481 160 1447 158 41 41 12 132
split_gain=3.93991e-07 6.11212e-07 4.62377e-07 3.91949e-07 6.35574e-07 8.70563e-07 4.16304e-07 1.22181e-06 2.27153e-06 2.43077e-06 2.16672e-06 1.62668e-06 1.55768e-06 9.52169e-07 8.62143e-07 8.97395e-07 8.37101e-07 9.90526e-07 7.03246e-07 1.14593e-06 7.34353e-07 7.2552e-07 6.23806e-06 3.63589e-06 2.39663e-06 6.78481e-07 5.75358e-07 1.93621e-06 8.96503e-07 5.94616e-07
threshold=0.10987500000000001 0.083550000000000013 -0.070379999999999984 0.23631000000000002 -0.5556049999999999 -0.040564999999999997 0.096590000000000023 -0.011694999999999999 0.085480000000000014 -0.081539999999999987 -0.074219999999999994 -0.0080249999999999991 1.0000000180025095e-35 0.085620000000000016 -0.081054999999999974 -0.016164999999999995 -0.078424999999999981 0.09599000000000002 -0.54913999999999985 -0.53908999999999996 -0.52800499999999995 -0.086279999999999982 -0.086219999999999977 -0.090764999999999985 -0.083449999999999983 0.082560000000000008 0.088520000000000015 0.082735000000000017 0.085565000000000016 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 13 10 9 -9 -8 -11 16 18 -15 -16 -12 -18 -6 -20 -21 22 -22 -24 -23 26 27 29 -28 -26
right_child=-2 -3 3 -5 6 -7 7 8 -10 11 12 -13 -14 14 15 -17 17 -19 19 20 21 24 23 -25 25 -27 28 -29 -30 -31
leaf_value=1.1812652965917633e-05 1.3335087967127701e-05 -1.480241458011733e-05 -9.0351315217655308e-07 -1.3702875072513487e-05 1.3172810924562585e-05 2.7345669650458149e-05 3.2065801678982102e-05 4.6643108208042707e-06 1.3417831162413401e-05 -1.5984711644705385e-05 -9.0074277665865217e-06 -5.4979459388920557e-05 -2.6841234957037559e-05 -3.2786176773327127e-06 3.1532919560309637e-06 3.0296939055539233e-05 -5.2166321745517058e-06 2.4384627172716697e-05 -2.3081785316621379e-05 1.8029809160163332e-05 -5.4523879655541604e-05 2.7596307758827725e-05 -1.5014621513492549e-05 3.9751280210318578e-05 5.301899351448154e-06 -1.5587103898097071e-05 1.0100501586909077e-06 3.027283964911476e-05 -2.3397228573298048e-05 -6.7522290763379663e-07
leaf_weight=33 22 28 24 21 39 20 20 21 23 20 35 23 23 27 21 29 20 26 22 22 22 31 27 22 180 29 34 21 27 2209
leaf_count=33 22 28 24 21 39 20 20 21 23 20 35 23 23 27 21 29 20 26 22 22 22 31 27 22 180 29 34 21 27 2209
internal_value=0 -9.46677e-08 3.9431e-08 -8.84546e-08 6.30934e-09 1.1937e-05 -1.70264e-07 -4.45159e-06 -1.35363e-05 -2.3223e-05 1.92238e-06 -3.68424e-05 -3.87443e-06 1.56804e-07 1.11209e-05 1.88966e-05 2.64701e-06 1.15145e-05 -1.57622e-07 -3.54103e-07 -1.6355e-07 -3.17376e-07 -1.02872e-05 9.57415e-06 -3.77004e-08 -3.80362e-07 -2.01894e-07 4.08731e-08 -9.79317e-06 -2.24875e-07
internal_weight=0 3099 3071 3038 3017 44 2973 211 87 64 124 43 104 2762 77 50 81 46 2685 2646 2624 2602 71 49 2531 2500 2471 2410 61 2389
internal_count=3121 3099 3071 3038 3017 44 2973 211 87 64 124 43 104 2762 77 50 81 46 2685 2646 2624 2602 71 49 2531 2500 2471 2410 61 2389
is_linear=0
shrinkage=0.1


Tree=4917
num_leaves=31
num_cat=0
split_feature=132 1185 1203 44 46 1428 473 471 11 12 1 1426 3 11 2 1 16 400 41 41 33 9 13 15 13 42 15 13 157 157
split_gain=3.91973e-07 2.35162e-06 1.19494e-06 3.817e-07 1.25108e-06 5.72239e-07 1.04679e-06 7.30104e-07 7.52875e-07 2.16782e-06 1.25703e-06 9.94473e-07 4.55944e-07 1.84744e-06 1.42477e-06 2.61326e-06 1.41282e-06 1.12581e-06 6.66749e-07 1.58243e-06 5.89286e-07 9.07773e-07 5.27194e-07 2.80147e-06 2.94793e-06 1.10842e-06 7.64974e-07 7.14937e-07 6.36939e-07 1.28429e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.084760000000000016 0.10253500000000002 -0.071779999999999997 -0.072684999999999986 -0.085064999999999988 0.090070000000000025 0.10149500000000002 0.11249000000000002 -0.068029999999999993 -0.16726499999999997 0.083010000000000014 0.10527500000000002 0.086105000000000015 0.0057500000000000008 -0.40134499999999995 0.08690500000000001 0.080510000000000012 -0.009184999999999997 0.088235000000000022 0.24813000000000004 -0.56020999999999987 0.23074000000000003 -0.12099999999999998 0.17980000000000004 0.17001000000000002 0.11933000000000001 0.10119000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -3 -7 -8 11 -10 -11 -9 14 17 15 -13 -16 -14 19 20 -19 22 23 -22 26 -24 27 28 29 -25
right_child=1 3 -4 4 -6 6 7 8 9 10 -12 12 13 -15 16 -17 -18 18 -20 -21 21 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.319769883007911e-06 3.3652365579785386e-05 -1.2978247979631038e-05 -2.3766316297513658e-05 2.8011943829824304e-05 -4.7349183042959869e-06 2.2869482472742677e-05 -1.9127954383293401e-05 -1.9705663735217845e-05 2.7893028833305937e-05 -2.3718594861747987e-05 9.3583216354360319e-06 4.5146670059434009e-05 2.3580169581691735e-05 -3.0564034013877971e-05 1.2881118809673353e-05 -4.1712110570105411e-06 -2.4256240175461807e-05 -1.7377403610225885e-05 -1.4582156040887639e-05 2.7960323004663228e-05 3.6236680770820213e-05 1.5620121726240341e-05 2.7944269363246891e-06 -4.8419180419735209e-07 -3.330270097581821e-05 -2.2621199445893583e-05 1.4821996303319741e-05 1.8075454716468122e-05 1.069820691827772e-05 -2.5941144131138574e-05
leaf_weight=195 21 34 27 20 28 20 20 26 36 20 27 21 20 20 20 22 21 20 32 20 21 36 37 2173 27 32 34 21 50 20
leaf_count=195 21 34 27 20 28 20 20 26 36 20 27 21 20 20 20 22 21 20 32 20 21 36 37 2173 27 32 34 21 50 20
internal_value=0 3.10124e-07 -4.04976e-06 6.6835e-08 8.90961e-06 -8.31485e-08 7.36589e-08 -9.05761e-08 4.75761e-08 9.42713e-06 -4.71696e-06 -2.43671e-07 -5.25066e-08 -2.90105e-07 7.19708e-06 1.99143e-05 -6.14046e-06 -5.2009e-08 -2.39343e-07 -5.50917e-08 -2.81845e-07 -1.42347e-07 -3.77315e-07 -1.23926e-07 -4.52345e-07 -8.99253e-06 -6.63746e-08 -2.89963e-07 -4.61909e-07 -7.16357e-07
internal_weight=0 2899 222 2878 48 2830 2796 2776 2756 83 47 2673 2647 2563 84 43 41 2543 2523 2491 2471 2451 2415 2346 2325 69 2298 2264 2243 2193
internal_count=3121 2899 222 2878 48 2830 2796 2776 2756 83 47 2673 2647 2563 84 43 41 2543 2523 2491 2471 2451 2415 2346 2325 69 2298 2264 2243 2193
is_linear=0
shrinkage=0.1


Tree=4918
num_leaves=31
num_cat=0
split_feature=46 46 1426 1426 47 0 15 3 47 131 1 4 2 52 52 148 148 132 1203 1185 50 132 4 129 1210 43 133 51 3 129
split_gain=3.53845e-07 7.02362e-07 4.54607e-07 4.82867e-07 4.50293e-07 3.22232e-06 1.0975e-05 3.15964e-06 2.21201e-06 6.27091e-07 5.61693e-07 9.62146e-07 7.58802e-07 6.88248e-07 6.2721e-07 5.15085e-07 9.25255e-07 5.54949e-07 1.21306e-05 6.38677e-06 1.37019e-06 9.98451e-07 1.48399e-06 5.63891e-07 1.62922e-06 1.16074e-06 3.25319e-06 2.05946e-06 1.70397e-06 1.1945e-06
threshold=0.10562000000000001 0.083550000000000013 -0.085619999999999988 -0.061919999999999996 0.092165000000000011 -0.10224499999999999 -0.11033999999999998 -1.0000000180025095e-35 0.089640000000000011 0.13767000000000004 0.11751000000000002 0.057560000000000007 0.084855000000000014 -0.0092699999999999987 -0.0027449999999999996 -0.10069499999999999 -0.084449999999999983 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.087730000000000016 -0.41094499999999995 0.071150000000000005 0.084115000000000009 -0.0097899999999999984 -0.095049999999999982 0.089595000000000022 -0.076794999999999988 -0.090569999999999984 0.10119500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 6 -6 10 9 15 11 12 -7 -12 -14 -5 -17 18 20 -19 21 -18 -23 -21 -25 26 29 -27 -29 -26
right_child=-2 -3 3 4 5 7 -8 -9 -10 -11 13 -13 14 -15 -16 16 17 19 -20 23 -22 22 -24 24 25 27 -28 28 -30 -31
leaf_value=1.2958908209165439e-05 1.1849226422782522e-05 -1.678927632747218e-05 -1.3914912116888445e-05 1.2940336840472356e-05 1.4431400725223693e-06 -8.9211772228736679e-06 -8.2927689791609913e-05 3.6785212042408e-05 3.2029154506703473e-05 -1.6623151995273393e-05 -2.4094661596956774e-05 1.9122758429148234e-05 -2.003794227473716e-06 1.5366437469310769e-06 1.9136801568927933e-05 -1.6998003294218274e-05 1.5802758811389597e-05 -5.6298754905128597e-05 7.9209775140043359e-05 -5.8396491026145257e-08 -2.7118061284238054e-05 1.1406542485118457e-06 -2.8914287677253019e-05 3.2398615276179042e-05 2.3671212485559019e-05 3.6286290872210105e-05 -4.2180269034588497e-05 -1.4366906956328e-05 1.0144651846852194e-05 -1.0476448198915023e-05
leaf_weight=27 25 25 25 32 58 75 21 24 22 22 22 25 36 20 23 31 32 20 20 2168 21 92 20 20 21 21 20 41 92 20
leaf_count=27 25 25 25 32 58 75 21 24 22 22 22 25 36 20 23 31 32 20 20 2168 21 92 20 20 21 21 20 41 92 20
internal_value=0 -9.56823e-08 4.02148e-08 -7.43728e-08 4.02391e-08 -3.60952e-06 -2.09845e-05 2.49105e-06 4.48904e-07 1.90915e-07 -1.60378e-06 1.11315e-06 -2.24685e-06 -1.18893e-05 6.23745e-06 3.29406e-07 1.76488e-07 3.80633e-07 5.65978e-06 -2.24385e-08 -3.25537e-06 2.24602e-07 -4.2263e-06 4.45945e-07 5.09877e-06 2.55925e-06 -9.11539e-06 7.18362e-06 2.58846e-06 7.01382e-06
internal_weight=0 3096 3071 3044 3019 304 79 225 2715 2693 201 159 134 42 59 2671 2639 2608 185 2423 165 144 112 2403 235 215 61 154 133 41
internal_count=3121 3096 3071 3044 3019 304 79 225 2715 2693 201 159 134 42 59 2671 2639 2608 185 2423 165 144 112 2403 235 215 61 154 133 41
is_linear=0
shrinkage=0.1


Tree=4919
num_leaves=31
num_cat=0
split_feature=132 1185 1203 448 447 46 1428 473 52 2 2 2 43 158 158 481 43 43 2 158 159 4 10 4 10 9 16 1 13 3
split_gain=3.95557e-07 2.59434e-06 1.61099e-06 3.7998e-07 1.18999e-06 4.14957e-07 5.83375e-07 8.57329e-07 5.31488e-07 4.10827e-07 4.37649e-06 2.11858e-06 3.60786e-06 9.22495e-07 8.6913e-07 2.49137e-06 1.63888e-06 3.95291e-06 2.35293e-06 1.35953e-06 1.58247e-06 1.08554e-06 7.92317e-06 5.76345e-06 5.45266e-06 2.753e-06 2.19183e-06 4.00435e-06 1.91438e-06 1.75136e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.068920000000000023 0.094005000000000019 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 0.14295500000000003 0.10613000000000002 0.10699500000000002 0.10444500000000002 -0.027014999999999997 0.10654500000000001 0.10398500000000001 -0.085749999999999979 -0.011694999999999999 -0.077044999999999988 0.084055000000000005 0.07968500000000002 0.08154500000000002 0.053180000000000012 -0.014199999999999999 0.065520000000000009 -0.013164999999999998 -1.0000000180025095e-35 -0.11227499999999999 0.12873500000000002 -0.15714499999999998 -0.16726499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 -8 -7 11 -11 14 -13 -12 19 -16 17 -17 -18 21 -21 24 -23 -24 -9 -26 -25 -28 -27 -30
right_child=1 3 -4 -5 -6 8 7 9 -10 10 13 12 -14 -15 15 16 18 -19 -20 20 -22 22 23 26 25 28 27 -29 29 -31
leaf_value=-8.9841664056131365e-07 3.5332244511837853e-05 -1.36397925956544e-05 -2.6961365775032728e-05 -1.3679710136784706e-05 1.9638081234476096e-05 1.9630319051581561e-05 2.056935283690109e-05 -4.9448641849543815e-05 -2.1536845625156448e-06 -4.0414702416142222e-05 -1.6647963805639136e-06 -7.8411947106360456e-06 4.3997345992779477e-05 1.4456885870267318e-05 -3.8585914219104531e-05 -7.5467936408830828e-06 -4.0222958680467201e-05 4.3858618699319085e-05 6.573964215238535e-06 2.7326763176041337e-05 2.8574675997816713e-06 6.480252185221096e-05 -4.1836141977163218e-05 8.2861699831063073e-07 3.5560857694300855e-05 -2.9526070177424749e-05 5.9237186865175313e-05 -4.0427167186862789e-06 2.3066940323793286e-05 -9.4703596935776504e-07
leaf_weight=195 21 32 27 20 31 24 20 23 21 29 538 25 29 38 22 52 22 21 21 39 82 21 28 130 21 23 20 20 31 1495
leaf_count=195 21 32 27 20 31 24 20 23 21 29 538 25 29 38 22 52 22 21 21 39 82 21 28 130 21 23 20 20 31 1495
internal_value=0 3.11529e-07 -4.06823e-06 5.59926e-08 1.52114e-07 -6.15633e-08 -2.15651e-07 -5.94423e-08 9.46445e-06 -2.10569e-07 -2.50963e-06 4.43987e-07 1.9998e-05 -6.01213e-07 -6.58723e-08 -7.73293e-06 -1.8815e-06 7.24106e-06 -1.73686e-05 4.81491e-07 1.07443e-05 -2.03826e-07 6.39749e-06 2.03018e-07 -1.11135e-06 -4.03226e-07 7.12712e-06 2.75972e-05 -8.90796e-07 -4.59203e-07
internal_weight=0 2899 222 2878 2858 2827 2782 2750 45 2730 605 2125 54 576 2071 138 116 73 43 1933 121 1812 219 198 1593 1570 170 40 1549 1526
internal_count=3121 2899 222 2878 2858 2827 2782 2750 45 2730 605 2125 54 576 2071 138 116 73 43 1933 121 1812 219 198 1593 1570 170 40 1549 1526
is_linear=0
shrinkage=0.1


Tree=4920
num_leaves=31
num_cat=0
split_feature=1208 1209 1208 1208 1209 1209 1209 1209 132 1185 1203 1213 402 401 401 390 2 16 401 16 1211 402 403 401 1212 1210 1 120 52 15
split_gain=3.32986e-07 1.23089e-06 9.53499e-07 1.3679e-06 4.72819e-07 6.77993e-07 4.84929e-07 5.25856e-07 3.9907e-07 2.08305e-06 1.26227e-06 4.35295e-07 1.16041e-06 8.79733e-07 7.42809e-07 1.31977e-06 6.42075e-07 9.40754e-07 6.30946e-07 7.29722e-07 6.42734e-07 1.34187e-06 1.60012e-06 9.69691e-07 9.54977e-07 3.08649e-06 5.5866e-07 1.56824e-06 2.6051e-06 7.55577e-07
threshold=0.11846000000000001 0.11743500000000001 0.10233500000000001 0.089655000000000012 -0.092099999999999987 -0.085894999999999985 -0.079679999999999987 -0.065739999999999979 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.093235000000000026 0.11086000000000001 0.11602000000000001 0.10632500000000002 0.089375000000000024 0.088055000000000008 -0.087989999999999985 0.092675000000000021 -0.091114999999999988 0.11671000000000002 -0.45454999999999995 -0.44023999999999991 -1.0000000180025095e-35 -0.08867499999999999 -0.090009999999999993 0.16540500000000002 1.0000000180025095e-35 -0.057699999999999994 -0.5556049999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8 10 -10 -9 13 16 14 15 18 17 -13 20 -20 21 -11 -23 -24 -25 -26 27 29 -29 -27
right_child=-2 -3 -4 -5 5 6 7 8 9 11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 -22 22 23 24 25 26 -28 28 -30 -31
leaf_value=1.302123927026904e-05 1.1269621504302799e-05 -2.366409786521796e-05 1.9523915107129145e-05 -2.615196533952258e-05 -1.7939162361948375e-05 1.5234551427143051e-05 -1.5783301447906219e-05 -1.1504504039110197e-06 3.1799025046417406e-05 1.897998682039002e-05 -2.4265226873602071e-05 -2.2803930665418193e-05 2.6824011216707402e-05 -1.4446444800428471e-05 1.4827054452753683e-05 -2.5017577761554136e-05 1.1365850495610338e-05 3.8718236049671528e-06 2.4367135641944554e-05 -8.5525009406130553e-08 -1.7487877412999556e-05 -2.5377272853802423e-05 2.0952115086071321e-05 1.7585106367808599e-05 -3.9485542383772558e-05 1.5436421480785612e-05 1.661031174080563e-05 6.2735498613619716e-06 -4.415539506144991e-05 -4.1765972469765236e-08
leaf_weight=28 26 22 25 20 21 21 21 189 21 37 27 20 22 42 34 21 39 39 23 26 21 25 22 30 20 32 20 20 21 2186
leaf_count=28 26 22 25 20 21 21 21 189 21 37 27 20 22 42 34 21 39 39 23 26 21 25 22 30 20 32 20 20 21 2186
internal_value=0 -9.46786e-08 7.40579e-08 -8.54718e-08 8.66979e-08 -3.40244e-08 9.21951e-08 -1.53064e-08 9.74371e-08 4.25861e-07 -4.0398e-06 1.81848e-07 6.06932e-06 -9.19881e-08 1.45556e-07 -5.37933e-08 1.41011e-06 -5.1708e-06 1.57338e-07 1.13923e-05 -6.88372e-08 8.27582e-08 -2.11517e-07 5.60901e-08 -1.41296e-07 -3.72611e-07 -2.93642e-08 -1.76683e-07 -1.95559e-05 1.81544e-07
internal_weight=0 3095 3073 3048 3028 3000 2979 2958 2937 2721 216 2700 120 2580 2538 2504 98 59 2483 49 2434 2413 2376 2351 2329 2299 2279 2259 41 2218
internal_count=3121 3095 3073 3048 3028 3000 2979 2958 2937 2721 216 2700 120 2580 2538 2504 98 59 2483 49 2434 2413 2376 2351 2329 2299 2279 2259 41 2218
is_linear=0
shrinkage=0.1


Tree=4921
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1204 1186 129 1184 13 40 13 0 13 12 13 13 1429 475 0 13 13 1 13 4 3 0 159 2 1 46
split_gain=4.09075e-07 1.06437e-05 6.02102e-06 2.10044e-06 3.60752e-07 3.37536e-07 7.03793e-07 9.76801e-07 4.30056e-07 3.85787e-06 2.13584e-06 1.67909e-06 6.69779e-07 1.31174e-06 7.47221e-07 1.30814e-06 1.16077e-06 3.06637e-06 6.65452e-07 8.68048e-07 1.62776e-06 4.86505e-06 9.34709e-07 7.14819e-07 2.40087e-06 6.96716e-07 2.10137e-06 2.42863e-06 3.41079e-06 8.58667e-07
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.082274999999999987 0.090275000000000008 -0.077709999999999987 0.084515000000000021 0.24813000000000004 -0.24452499999999996 0.23074000000000003 -0.059114999999999994 0.11217000000000001 0.09857500000000001 0.10591500000000001 0.10002500000000002 -0.23587499999999997 0.11922500000000001 0.16094000000000003 0.086705000000000018 0.061215000000000012 0.081670000000000006 0.049530000000000012 -0.51843499999999987 -0.013929999999999998 -0.010949999999999998 0.10545500000000001 0.09678500000000001 0.096125000000000016 0.10253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 -6 8 9 -8 12 -10 14 -14 15 16 -11 18 19 20 22 -22 23 24 -18 29 27 -27 -29 -25
right_child=2 -3 4 -5 5 -7 7 -9 11 10 -12 -13 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=4.4041130397008701e-07 -5.2430526974686393e-05 7.1860962326094781e-05 8.9670010437556723e-06 -3.3738831825758096e-05 -1.5417123322549741e-05 9.4313078227207518e-06 4.3801200899906692e-05 2.2002045589033515e-05 1.5555578586152536e-06 2.3111930827976075e-05 -3.2048853830972459e-05 -2.9596397093693369e-05 -1.3026172426889833e-06 2.7410663208754089e-05 -1.54736933041022e-05 2.537707810461143e-05 -3.815257039150311e-05 -3.8548085952546293e-05 -1.6743153529811632e-05 1.4600030852420786e-05 8.9104726890992994e-06 -5.1060147302450791e-05 2.1671598115062808e-05 -4.5150512681865491e-07 9.2213713710110749e-06 -5.926938971051162e-07 -1.6325103497365491e-05 5.1969749871079398e-05 -2.4609905515469355e-07 1.8975016633782578e-05
leaf_weight=178 22 21 45 20 30 37 20 20 62 21 21 24 41 26 32 20 20 21 24 40 31 24 20 2117 23 57 30 29 22 23
leaf_count=178 22 21 45 20 30 37 20 20 62 21 21 24 41 26 32 20 20 21 24 40 31 24 20 2117 23 57 30 29 22 23
internal_value=0 4.16757e-06 -3.14496e-07 -3.01204e-06 8.36123e-08 -5.73938e-08 -1.8287e-07 -1.77587e-08 -1.78019e-07 4.68339e-08 -2.84388e-07 -7.13801e-06 -2.98841e-08 9.83985e-06 -2.888e-07 -9.61293e-08 -2.99752e-07 -4.97916e-07 -1.73098e-07 -9.8459e-09 -2.5375e-07 -1.72585e-05 1.45764e-07 -3.97238e-08 -1.2813e-05 2.01388e-07 7.0882e-06 1.35919e-05 2.94453e-05 -2.42715e-07
internal_weight=0 219 2902 198 2880 2835 2798 2768 2748 2662 2642 86 2621 67 2554 2522 2502 2481 2460 2436 2396 55 2341 2321 43 2278 138 108 51 2140
internal_count=3121 219 2902 198 2880 2835 2798 2768 2748 2662 2642 86 2621 67 2554 2522 2502 2481 2460 2436 2396 55 2341 2321 43 2278 138 108 51 2140
is_linear=0
shrinkage=0.1


Tree=4922
num_leaves=31
num_cat=0
split_feature=1211 50 1 3 3 1212 401 52 1210 399 399 1185 1186 12 1200 43 4 4 42 1210 16 4 52 49 13 48 1429 133 16 1210
split_gain=3.7482e-07 1.5732e-06 1.24579e-06 7.47176e-07 2.89053e-06 5.18025e-07 4.75216e-07 3.20081e-06 8.78957e-07 4.67567e-07 1.29681e-06 5.71172e-07 5.31647e-07 7.75164e-07 5.30052e-07 6.9852e-07 2.14101e-06 6.37592e-06 7.68217e-06 9.29878e-07 5.43839e-06 8.40714e-07 7.63437e-07 9.27771e-07 1.59265e-06 8.96252e-07 6.50135e-07 6.31279e-07 1.61074e-06 4.57355e-06
threshold=0.087635000000000005 0.096900000000000014 0.088135000000000005 -0.082974999999999979 -0.080484999999999987 0.10909000000000001 -1.0000000180025095e-35 0.10263500000000002 0.24726500000000004 0.091895000000000018 0.10054500000000001 -0.087384999999999977 -0.086714999999999987 0.087765000000000024 0.087860000000000008 0.0034250000000000005 -0.069999999999999993 -0.083249999999999977 0.087505000000000013 -0.13847499999999999 -0.082179999999999989 -0.35136499999999998 -0.21968999999999997 0.09567500000000001 0.049530000000000012 0.086910000000000015 1.0000000180025095e-35 0.11667000000000001 -0.079504999999999978 -0.0061249999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -6 7 -1 9 11 -11 -8 13 -13 15 19 17 21 -19 20 -14 -17 -18 24 25 26 -24 -21 29 -29
right_child=1 -3 -4 4 5 -7 8 -9 -10 10 -12 12 14 -15 -16 16 22 18 -20 27 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=1.3230730715244694e-05 -6.6847431738195251e-06 2.5359324520953427e-05 -2.1746848392467655e-05 4.1442195721347597e-05 -1.5698748957220232e-05 6.7888211474166308e-06 1.6009628002806993e-05 -3.9259952644074694e-05 1.8971765348396731e-05 -2.8439423348655424e-05 6.0771687667867958e-07 -1.3772324829612141e-06 5.4677428306604273e-05 2.5279230103478765e-05 1.2662305793524395e-05 -6.985683480057301e-06 -1.6635828377848551e-05 -8.0729249788419121e-05 -8.1498247438308427e-06 3.078192889129793e-07 -1.0359936651285453e-05 1.8462478949325435e-05 -6.1752545635639617e-06 -1.3532907436338946e-05 2.4736091365732994e-05 1.5771255857544019e-05 1.351180446363287e-05 3.9253444442867761e-05 -1.3960467969389776e-05 -1.2281313891381776e-05
leaf_weight=26 37 30 22 21 20 21 22 21 24 22 51 24 20 20 31 21 23 25 35 2133 36 34 104 31 34 32 20 26 104 51
leaf_count=26 37 30 22 21 20 21 22 21 24 22 51 24 20 20 31 21 23 25 35 2133 36 34 104 31 34 32 20 26 104 51
internal_value=0 4.8602e-06 -2.2223e-07 4.56102e-06 1.12722e-05 -4.18073e-06 -2.47101e-07 -1.02226e-05 -8.67024e-08 -2.44482e-07 -8.14622e-06 -4.0368e-08 -1.66295e-07 1.07393e-05 -3.40153e-07 -4.87854e-07 -4.59854e-06 -1.58474e-05 -3.83913e-05 1.3482e-07 1.28677e-05 8.74591e-06 7.03167e-07 2.50768e-06 5.12483e-06 8.50576e-07 -2.99992e-06 -1.73322e-07 -5.84335e-06 5.12003e-06
internal_weight=0 151 121 99 62 41 2970 47 2923 2899 73 2826 2804 44 2760 2729 359 115 60 2370 56 55 244 221 190 156 124 2314 181 77
internal_count=3121 151 121 99 62 41 2970 47 2923 2899 73 2826 2804 44 2760 2729 359 115 60 2370 56 55 244 221 190 156 124 2314 181 77
is_linear=0
shrinkage=0.1


Tree=4923
num_leaves=31
num_cat=0
split_feature=132 1211 394 15 50 15 12 130 1213 42 1176 130 40 120 33 9 3 34 104 9 3 3 1375 3 403 3 2 4 52 3
split_gain=3.41278e-07 1.05774e-05 5.23166e-06 9.43795e-07 4.09035e-07 5.67588e-07 6.05917e-07 5.93843e-07 4.73282e-07 4.925e-07 3.9981e-07 3.51687e-07 8.22137e-07 4.94574e-07 5.80668e-07 6.65468e-07 1.40441e-06 6.03703e-07 7.2211e-07 5.78742e-07 3.71218e-07 3.98823e-06 4.09134e-06 2.4376e-06 1.60409e-06 1.55899e-06 2.04649e-06 4.77242e-06 1.54749e-06 1.51527e-06
threshold=-0.083284999999999984 0.085535000000000014 0.12358500000000001 0.092400000000000024 0.09227500000000001 0.08517000000000001 0.10911500000000002 0.087380000000000013 0.085835000000000009 -0.0093649999999999983 0.086510000000000017 -0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.044254999999999996 0.091600000000000015 -0.012304999999999998 -0.097449999999999981 0.086600000000000024 0.081890000000000004 -0.086049999999999988 -0.086424999999999988 -0.15308499999999997 -0.085709999999999995 -0.55049499999999985 -0.084074999999999997 0.08734500000000002 -0.012164999999999999 -0.012164999999999999 -0.082594999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 5 6 7 8 9 -1 11 -2 -13 14 -14 17 -17 -16 19 20 21 22 -19 -22 -25 26 28 -28 -26 -27
right_child=2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 12 13 -15 15 16 -18 18 -20 -21 23 -23 -24 24 25 29 27 -29 -30 -31
leaf_value=1.5572800066365744e-05 1.3172624201160944e-05 7.3129693057580886e-05 -5.1255885009595661e-05 -2.1328984032152224e-05 -1.2671371132455534e-05 1.7072169158041106e-05 1.1717254127343668e-05 -1.8802564306457974e-05 -1.1223696590066e-05 -4.1151575715048244e-06 1.291945880457964e-05 -2.0337871383162565e-05 1.6457240573280225e-05 1.4943666315048176e-05 1.7277039269174566e-05 3.8525546660821426e-06 -3.1226426184124038e-05 -4.4497452145151327e-05 -1.8632350549653765e-05 1.6519423990671167e-05 -2.9204800369673952e-05 3.4652680658057633e-05 1.3198259302828379e-06 2.3727046283494457e-05 1.6178378414392852e-05 1.0267286255162449e-05 -6.3437061267211989e-05 4.8182809132413246e-06 -1.9550467293976745e-05 -1.0066666673847151e-06
leaf_weight=24 20 20 20 25 24 20 29 23 27 27 24 20 21 22 20 25 21 20 21 21 30 35 764 27 27 129 21 20 22 1572
leaf_count=24 20 20 20 25 24 20 29 23 27 27 24 20 21 22 20 25 21 20 21 21 30 35 764 27 27 129 21 20 22 1572
internal_value=0 3.80657e-06 -2.87265e-07 -3.16058e-06 -5.50172e-07 1.38922e-06 -1.02354e-06 -4.68179e-06 -5.17973e-07 5.14976e-06 6.6438e-08 -4.1495e-08 -1.34618e-07 8.7694e-09 -1.08744e-07 -2.34108e-07 -1.21618e-05 -3.30559e-08 -1.60853e-07 -1.65442e-08 -1.46749e-07 1.62545e-06 1.51018e-07 -9.32154e-07 -4.65609e-07 -8.30322e-07 -1.36567e-05 -3.01418e-05 1.36856e-07 -1.51676e-07
internal_weight=0 219 2902 199 174 150 130 101 78 51 2882 2858 2838 2818 2796 2775 46 2729 2709 2688 2667 819 784 1848 1818 1791 90 41 49 1701
internal_count=3121 219 2902 199 174 150 130 101 78 51 2882 2858 2838 2818 2796 2775 46 2729 2709 2688 2667 819 784 1848 1818 1791 90 41 49 1701
is_linear=0
shrinkage=0.1


Tree=4924
num_leaves=31
num_cat=0
split_feature=132 1185 393 2 49 16 403 0 16 2 1208 1208 1209 1209 1209 13 1209 1209 1210 0 2 4 1213 1211 1211 401 133 15 402 133
split_gain=3.66823e-07 2.42081e-06 9.27295e-07 4.8604e-07 6.68455e-07 8.39385e-07 8.13497e-07 7.45062e-07 1.0019e-06 5.8992e-07 3.52486e-07 5.35716e-07 1.17957e-06 6.71839e-07 6.72436e-07 2.3755e-06 3.4148e-07 4.53132e-07 4.23345e-07 3.2611e-06 6.6623e-06 3.70355e-06 3.64201e-07 4.81099e-07 9.45326e-07 7.04277e-07 1.09228e-06 1.45384e-06 5.55252e-07 3.8947e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.10483000000000002 0.10497000000000002 0.09567500000000001 -0.095564999999999983 -0.08989999999999998 -0.082084999999999977 -0.073404999999999984 0.084550000000000014 0.11531000000000001 0.10233500000000001 -0.097919999999999993 -0.087714999999999987 -0.065739999999999979 -0.064619999999999983 0.10521000000000001 0.094730000000000023 -0.063274999999999984 -0.083804999999999977 0.084855000000000014 -0.083644999999999983 0.51258500000000007 0.11671000000000002 0.10326000000000002 -1.0000000180025095e-35 0.50628500000000021 0.085315000000000016 -0.035114999999999993 -0.50375999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 9 -9 -8 11 12 -3 -14 15 -15 17 18 19 20 -16 -21 23 24 25 -20 28 -28 -27 -30
right_child=1 10 -4 -5 -6 6 7 8 -10 -11 -12 -13 13 14 16 -17 -18 -19 22 21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=1.6465199637009803e-05 3.4129205596400423e-05 -2.4184358553611675e-05 -2.0590619796419579e-05 8.5596496972310633e-06 -2.099130366332247e-05 1.3378528601606376e-05 -5.2136264749995985e-06 1.557966403114816e-05 -1.4270264433514018e-05 -2.7748185584641763e-05 -1.1318978538889093e-05 1.3026796160175991e-05 1.5885781438016608e-05 1.0183746447485949e-05 2.4961544431789663e-05 -3.4789802410396871e-05 1.2372641258875576e-05 -1.4496074003372562e-05 -1.3445867942862559e-05 -1.8423819793414706e-06 -5.1224250984722124e-05 5.6869003085358561e-05 1.3460157115332549e-05 -1.156570692981202e-05 1.9828696903564002e-05 -1.6365245192857751e-05 -2.0928485008923982e-06 3.5579728864831851e-05 1.0009717254290177e-05 -1.9486109963593397e-07
leaf_weight=22 21 20 29 39 20 20 21 22 23 26 27 32 27 24 24 23 23 21 39 22 22 21 20 36 24 21 21 20 38 2373
leaf_count=22 21 20 29 39 20 20 21 22 23 26 27 32 27 24 24 23 23 21 39 22 22 21 20 36 24 21 21 20 38 2373
internal_value=0 3.00007e-07 -3.91768e-06 -1.41242e-06 -3.93782e-06 -1.39252e-06 -4.90028e-06 -8.87394e-06 3.23034e-07 -1.76796e-05 5.31647e-08 1.60863e-07 1.48148e-08 1.87728e-07 3.48246e-08 -1.18246e-05 2.39372e-07 1.36091e-07 2.50704e-07 7.03214e-06 -1.14751e-05 2.68306e-05 1.78534e-08 -8.66746e-08 7.6277e-08 -1.1244e-07 9.7832e-08 1.6284e-05 -1.75044e-07 -3.40258e-08
internal_weight=0 2899 222 193 154 134 112 92 45 47 2878 2851 2819 2799 2772 47 2725 2702 2681 89 46 43 2592 2572 2536 2512 2473 41 2432 2411
internal_count=3121 2899 222 193 154 134 112 92 45 47 2878 2851 2819 2799 2772 47 2725 2702 2681 89 46 43 2592 2572 2536 2512 2473 41 2432 2411
is_linear=0
shrinkage=0.1


Tree=4925
num_leaves=31
num_cat=0
split_feature=1211 43 1212 402 15 1210 401 1209 42 1209 401 1212 402 1213 1212 1213 16 1186 132 1211 1203 132 1213 128 16 12 132 131 132 133
split_gain=3.51601e-07 1.21176e-06 5.19236e-07 4.04948e-07 1.75888e-06 7.86134e-07 4.31706e-07 4.47953e-07 3.29897e-06 1.13056e-06 1.31043e-06 5.67764e-07 4.07873e-06 1.66943e-06 1.30685e-06 7.3709e-07 1.14537e-06 8.52171e-07 6.11204e-07 1.74488e-05 1.70017e-05 2.01048e-06 1.12415e-06 7.68739e-07 1.5798e-06 1.86751e-06 1.39632e-06 1.46918e-06 1.22948e-06 9.65242e-07
threshold=0.11716500000000001 0.062770000000000006 0.13631000000000001 -0.45454999999999995 0.09006500000000002 0.26755500000000004 0.13571500000000003 -0.084519999999999984 0.087505000000000013 -0.067109999999999989 -0.099524999999999988 -0.089544999999999986 0.120965 -0.085714999999999986 -0.009474999999999999 0.11076500000000002 -0.082404999999999992 -0.107555 -0.083284999999999984 0.090815000000000021 0.089165000000000008 -0.085314999999999988 0.089630000000000015 0.088865000000000013 -0.085589999999999986 0.090020000000000017 0.11297500000000001 0.11368500000000002 0.10948500000000001 0.41553500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 -5 -9 -11 13 14 -12 -13 17 -17 -16 20 22 21 -19 23 26 -25 -26 28 -28 29 -20
right_child=1 -3 -4 5 -6 -7 -8 9 -10 10 11 12 -14 -15 15 16 -18 18 19 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-6.6846047957369594e-06 1.9846875219434767e-05 -1.1347364161338193e-05 -1.5108222973851852e-05 1.6347219070667051e-05 2.9569786752488103e-05 -1.9462899940879739e-05 1.1888669687323273e-05 2.1182924247113987e-05 -3.0654185232492635e-05 -2.1702709531317462e-05 -5.936461974880121e-07 2.0876024548973268e-05 -4.4120895541882856e-05 2.9813699822625499e-05 1.8852261200663636e-05 2.8941669088886731e-06 -3.0543827240308022e-05 -7.6069786287420857e-07 3.1298995503607154e-08 -9.3518361436508715e-05 9.2537714645004603e-05 -3.3232969384367939e-05 2.3881907478084943e-05 2.5060744588404924e-05 -1.7792415292205987e-05 1.2709955192302897e-05 -3.788534384966625e-05 -2.6546668997415791e-06 2.4713388556847351e-05 -1.973034675938834e-05
leaf_weight=32 33 20 23 28 23 21 30 25 32 28 65 30 21 25 24 21 20 143 2181 20 20 22 20 37 34 49 20 29 20 25
leaf_count=32 33 20 23 28 23 21 30 25 32 28 65 30 21 25 24 21 20 143 2181 20 20 22 20 37 34 49 20 29 20 25
internal_value=0 8.07546e-06 -1.39511e-07 -2.64472e-08 8.47632e-06 -1.82853e-07 -4.64832e-08 -1.68312e-07 -8.7202e-06 9.91428e-09 -1.75554e-07 3.77374e-08 -2.19338e-07 7.85284e-06 1.20232e-07 -1.11677e-07 -1.3417e-05 9.46473e-08 -7.71781e-08 -4.98175e-07 5.46405e-06 -5.09033e-06 2.72179e-07 7.50201e-08 7.87578e-06 2.15008e-07 -3.36448e-07 -1.70345e-05 3.11196e-08 -1.92654e-07
internal_weight=0 53 3068 3045 55 2990 2969 2939 60 2879 2854 2826 2736 90 2715 2685 41 2644 2620 2435 185 165 2415 2395 120 83 2275 49 2226 2206
internal_count=3121 53 3068 3045 55 2990 2969 2939 60 2879 2854 2826 2736 90 2715 2685 41 2644 2620 2435 185 165 2415 2395 120 83 2275 49 2226 2206
is_linear=0
shrinkage=0.1


Tree=4926
num_leaves=31
num_cat=0
split_feature=132 394 1203 394 390 129 4 3 3 52 13 13 0 0 16 1210 16 2 2 51 16 16 16 1212 12 12 43 3 3 1210
split_gain=3.72569e-07 2.08019e-06 1.48169e-06 3.70634e-07 1.18983e-06 3.83094e-07 1.43559e-06 7.96017e-07 2.08702e-06 1.20803e-06 6.75794e-07 9.51199e-07 7.40061e-07 6.11585e-07 6.10181e-07 6.48407e-06 3.84981e-06 1.46614e-06 4.68965e-06 6.59583e-06 2.19244e-06 1.32535e-06 2.68835e-06 1.67934e-06 4.4675e-06 3.32392e-06 1.61052e-06 3.14461e-06 3.56078e-06 2.06344e-06
threshold=-0.083174999999999985 0.11233000000000001 0.089005000000000015 -0.11103499999999998 0.090020000000000017 0.084115000000000009 -0.087894999999999987 -0.090164999999999981 -0.094874999999999987 0.086040000000000019 -0.010384999999999998 -0.0030199999999999997 -0.081204999999999986 0.22582000000000002 -0.092484999999999984 -0.0091799999999999989 -0.091114999999999988 0.086330000000000004 0.090545000000000014 0.081440000000000026 -0.095964999999999981 -0.088704999999999992 -0.088159999999999988 -0.070754999999999985 0.088245000000000004 0.090695000000000012 0.055925000000000009 -0.072894999999999988 -0.077354999999999993 0.11995000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 13 -7 8 -8 10 -9 -12 -13 14 15 -5 -16 20 19 -19 -17 -18 -23 24 -24 -26 29 28 -28 -25
right_child=1 -3 -4 4 -6 6 7 9 -10 -11 11 12 -14 -15 16 17 21 18 -20 -21 -22 22 23 26 25 -27 27 -29 -30 -31
leaf_value=-9.0828779903882285e-07 9.7613848655060013e-06 3.2441449584439396e-05 -2.590345937413211e-05 -5.6087997468652753e-05 -2.2706219272589332e-05 2.1530353779570972e-05 7.821594365797116e-06 1.6036390597946596e-05 -2.9045647534076127e-05 2.2920362104334097e-05 -2.0161615510425274e-05 -1.0489827987343729e-05 1.3832693974987269e-05 -1.7633436364121735e-05 3.3680429483605882e-05 2.2133006737947281e-06 -1.5534557090946833e-05 -2.389452397068994e-06 1.7031509355282155e-07 -6.8112478178451196e-05 3.420844320013809e-05 3.6228963580513319e-05 -4.8998549842508513e-05 4.8772828294351127e-07 3.4664212007555763e-05 -1.4331825194757485e-05 1.1346602615481434e-05 -8.4461447098577511e-06 5.9089047945668604e-05 -3.0351964150296142e-05
leaf_weight=195 39 20 27 22 23 39 34 20 28 29 26 22 29 20 35 199 52 37 343 26 24 21 25 1568 20 45 61 49 21 22
leaf_count=195 39 20 27 22 23 39 34 20 28 29 26 22 29 20 35 199 52 37 343 26 24 21 25 1568 20 45 61 49 21 22
internal_value=0 3.02352e-07 -3.94824e-06 7.90861e-08 -5.38751e-08 1.31075e-07 4.07017e-06 4.48108e-07 -8.82813e-06 5.0126e-06 -3.41261e-07 -4.5952e-06 3.34063e-06 -2.14166e-07 -7.86076e-08 -2.72412e-06 8.18854e-07 -8.57658e-07 -4.43575e-06 -2.95132e-05 5.65672e-06 2.08368e-07 6.5522e-07 2.42714e-07 -1.30735e-05 7.43879e-07 9.39086e-07 1.15966e-05 2.35733e-05 6.10156e-08
internal_weight=0 2899 222 2879 2840 2817 227 188 62 126 97 77 51 2590 2570 651 1919 629 406 63 223 1884 1832 1811 90 65 1721 131 82 1590
internal_count=3121 2899 222 2879 2840 2817 227 188 62 126 97 77 51 2590 2570 651 1919 629 406 63 223 1884 1832 1811 90 65 1721 131 82 1590
is_linear=0
shrinkage=0.1


Tree=4927
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 3 1209 1210 403 3 401 12 3 1213 402 0 43 1211 1203 132 131 482 482 49 482 42 39 474 42 131 131 132
split_gain=4.45953e-07 1.15926e-06 5.14251e-07 4.3296e-06 5.75305e-07 3.90427e-07 4.31065e-07 3.57909e-06 4.98346e-07 2.40979e-06 3.79342e-06 1.84152e-06 9.55895e-07 4.09945e-06 5.41917e-06 7.23729e-07 1.00605e-06 2.94593e-06 5.30714e-07 8.20569e-07 7.7877e-07 1.21472e-06 9.24055e-07 2.10558e-06 1.47384e-06 7.02658e-07 5.56274e-07 5.26214e-07 9.43056e-07 8.86863e-07
threshold=0.11846000000000001 0.10683000000000002 -0.087714999999999987 -0.082334999999999978 -0.074484999999999982 -0.14310999999999999 -0.52445499999999989 -0.085709999999999995 -1.0000000180025095e-35 0.097325000000000009 -0.078084999999999988 -0.059794999999999994 -0.089154999999999998 -0.086234999999999992 -0.0024749999999999993 0.11048500000000001 0.088820000000000024 -0.081684999999999994 0.11863000000000001 0.12191 0.11191500000000001 0.088595000000000021 0.090355000000000005 0.089625000000000024 0.15619500000000003 0.08708500000000001 -0.23108499999999998 0.10488000000000001 0.099565000000000015 0.11132500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 -7 9 10 -8 -11 13 -10 -15 16 18 -18 19 20 22 -22 24 25 26 -24 -14 28 -28 -29
right_child=-2 -3 4 -5 5 6 8 -9 12 11 -12 -13 15 14 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=4.4544146389636726e-05 1.3041912139809799e-05 -2.2476552666099137e-05 -1.217376232559148e-05 -1.5522518326958694e-05 -1.0300127006404283e-05 -1.5941022031011715e-05 2.0982777536678791e-06 3.821334660286717e-05 -2.4274103530582841e-05 -1.0983911161019933e-05 -5.5830305500421671e-05 3.192902768887507e-05 1.3138279684810073e-05 6.3123207831043716e-06 6.543060865624284e-05 1.356824219137228e-05 -4.1013277624464855e-05 5.9062345414417905e-06 -1.2459633104727427e-05 1.8920055489339261e-05 -3.1394106717925754e-05 2.6574547188250688e-06 -7.8663361528520502e-06 3.7887863172023751e-05 -2.6565962876442689e-05 1.3049659518683572e-05 -1.7043750958388279e-07 1.841271700150652e-05 -2.0097210449421257e-05 -6.4665488302441947e-06
leaf_weight=21 26 23 39 28 36 26 26 23 28 20 20 20 32 69 20 38 23 32 34 23 20 22 36 21 21 29 2280 38 24 23
leaf_count=21 26 23 39 28 36 26 26 23 28 20 20 20 32 69 20 38 23 32 34 23 20 22 36 21 21 29 2280 38 24 23
internal_value=0 -1.09565e-07 5.7896e-08 1.02203e-05 -1.06828e-07 5.08836e-08 1.77287e-07 9.47838e-06 2.00761e-08 -7.47847e-06 -2.30881e-05 1.04726e-05 2.49324e-07 9.09818e-06 1.95973e-05 -1.34695e-07 -3.30599e-07 -1.37147e-05 -4.78008e-08 1.16466e-07 -5.34011e-08 -1.35576e-05 1.73107e-07 1.03593e-05 -1.8918e-07 1.46542e-06 4.19053e-08 -1.35297e-07 -3.78008e-07 9.03201e-06
internal_weight=0 3095 3072 49 3023 2984 2948 49 2899 86 46 40 2813 117 89 2696 2658 55 2603 2569 2546 42 2504 86 2418 65 2397 2365 2304 61
internal_count=3121 3095 3072 49 3023 2984 2948 49 2899 86 46 40 2813 117 89 2696 2658 55 2603 2569 2546 42 2504 86 2418 65 2397 2365 2304 61
is_linear=0
shrinkage=0.1


Tree=4928
num_leaves=31
num_cat=0
split_feature=132 1186 1185 52 4 43 1213 4 133 1208 1208 1209 3 1209 42 1204 399 130 4 4 2 1456 2 4 4 52 147 2 43 48
split_gain=3.92321e-07 9.41822e-06 5.49822e-06 9.36883e-07 4.79978e-07 7.69732e-07 7.25125e-07 6.68602e-07 8.48797e-07 3.65003e-07 9.96477e-07 4.67846e-07 3.38993e-06 5.33929e-07 2.25093e-06 3.40866e-07 4.07079e-07 3.35523e-07 6.79546e-07 4.51066e-07 3.50924e-07 2.7099e-06 2.60394e-06 4.08083e-06 5.12769e-06 2.90569e-06 1.27908e-06 1.52467e-06 2.68989e-06 1.15262e-06
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 -0.069999999999999993 -0.0051099999999999991 1.0000000180025095e-35 -0.021294999999999998 -0.37971999999999995 0.11846000000000001 0.10383000000000002 -0.087714999999999987 -0.082334999999999978 -0.065739999999999979 0.092145000000000019 -0.082274999999999987 -0.078864999999999977 -0.23123999999999997 0.62931500000000018 0.6227450000000001 0.10912000000000001 -1.0000000180025095e-35 0.10613000000000002 0.25615500000000008 -0.0086549999999999978 -0.52606999999999993 0.093875000000000014 0.10444500000000002 -0.027014999999999997 -0.074214999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -6 -9 10 11 12 -4 14 -13 16 -15 -17 19 20 22 -22 26 24 25 -24 27 -19 -29 -23
right_child=2 -3 9 -5 7 -7 -8 8 -10 -11 -12 13 -14 15 -16 17 -18 18 -20 -21 21 29 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-9.5802155647106703e-06 -5.0110072069483898e-05 6.6137357481982866e-05 4.0089733340123316e-05 -1.9791157761314287e-05 2.0277596351141777e-05 -2.2959774560149528e-05 1.5001703213783912e-05 -1.025633210258839e-05 1.0607045773306314e-05 1.2353193354404843e-05 -1.7578127773276721e-05 9.9602747359313073e-06 -1.3480642091626242e-05 -7.2493846909353693e-07 -3.3897684129029093e-05 1.2631731135029223e-05 1.8965014122668003e-05 -2.0447155368619687e-08 -1.3704099213403729e-05 1.5089263472409799e-05 3.6669019457556061e-05 -1.9283697444431406e-05 -3.5151976787043776e-05 1.9720195673885018e-05 -7.2237355889228643e-05 1.57829688803412e-05 -2.2778800909388036e-05 -8.8929564674839167e-06 3.624268728227405e-05 1.9474101716739243e-06
leaf_weight=30 22 22 21 28 21 20 20 39 39 24 32 25 27 21 22 21 21 1913 36 20 22 27 24 22 20 21 24 23 31 483
leaf_count=30 22 22 21 28 21 20 20 39 39 24 32 25 27 21 22 21 21 1913 36 20 22 27 24 22 20 21 24 23 31 483
internal_value=0 4.08132e-06 -3.07997e-07 -2.8488e-06 -4.17783e-08 -6.37954e-06 2.52552e-07 4.43947e-06 1.75357e-07 7.2436e-08 -3.07637e-08 1.68073e-07 9.9564e-06 -1.17726e-09 -1.0569e-05 1.80826e-07 9.12004e-06 4.10988e-08 -5.80772e-08 1.28712e-07 1.40722e-08 2.30575e-06 -5.72632e-07 -1.7507e-05 -3.0107e-05 -1.13823e-05 1.67342e-07 4.47316e-07 1.70182e-05 8.2341e-07
internal_weight=0 219 2902 197 169 70 50 99 78 2880 2856 2824 48 2776 47 2729 42 2687 2666 2630 2610 532 2078 87 65 45 1991 1967 54 510
internal_count=3121 219 2902 197 169 70 50 99 78 2880 2856 2824 48 2776 47 2729 42 2687 2666 2630 2610 532 2078 87 65 45 1991 1967 54 510
is_linear=0
shrinkage=0.1


Tree=4929
num_leaves=31
num_cat=0
split_feature=130 10 0 40 2 45 394 131 131 43 131 13 15 13 42 128 13 12 4 3 1204 4 481 42 42 42 47 13 1212 1212
split_gain=3.95785e-07 1.05549e-06 1.29825e-06 7.25967e-07 7.87058e-07 7.97598e-07 3.24635e-07 3.4687e-07 2.05751e-06 5.82346e-06 1.4596e-06 1.28327e-06 2.69955e-06 1.45403e-06 1.28058e-06 1.33525e-06 2.14225e-06 1.01951e-06 1.37961e-06 8.3256e-07 1.20347e-06 8.56524e-07 7.2194e-07 3.49148e-06 8.06954e-06 1.35744e-06 6.29616e-07 1.32583e-06 5.42077e-07 3.39826e-06
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 0.15288500000000002 0.090690000000000007 0.089415000000000008 -0.082389999999999977 0.088315000000000018 -0.077944999999999987 -0.0072999999999999992 -0.074044999999999986 0.094365000000000018 0.088865000000000013 -0.046499999999999993 0.085495000000000015 -0.086849999999999997 -0.082284999999999983 -0.074224999999999985 -0.077999999999999986 -0.086484999999999992 0.085730000000000015 0.090395000000000017 0.083935000000000023 0.090920000000000015 -0.085584999999999981 0.087505000000000013 0.086140000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 8 10 -10 22 12 26 -13 15 16 -15 -18 -19 20 -20 -22 23 25 -25 -7 27 -9 29 -24
right_child=1 3 -4 4 -6 6 -8 11 9 -11 -12 13 -14 14 -16 -17 17 18 19 -21 21 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.4022262903381488e-05 -1.336861441814108e-06 -1.865216569881124e-05 3.4262907629454272e-05 -2.0032982520206132e-05 1.929741141187454e-05 2.2624055974221041e-06 1.1128981882043614e-05 1.3818119673074265e-05 1.6137228331423276e-05 -5.6698288877352911e-05 2.0454771316401416e-05 -2.0727985724988687e-05 4.1801060653767763e-05 -3.4950364206451919e-05 2.0929340194969325e-05 1.9368359296225077e-05 -2.0638245860027383e-05 2.3251201676228247e-05 -1.5208827042442864e-05 -1.7614881933416025e-05 2.44320215922646e-05 -5.636906907652858e-07 -8.3905427450026643e-07 6.6970967207453212e-05 -1.4208634161150259e-05 -3.0230418606151943e-05 1.6066341414481635e-05 -2.0168395902449754e-05 4.0037417339181464e-06 -4.1258498372155288e-05
leaf_weight=20 21 21 20 20 21 36 26 22 21 23 34 32 24 20 31 28 21 27 25 26 26 29 2191 25 24 20 24 24 218 21
leaf_count=20 21 21 20 20 21 36 26 22 21 23 34 32 24 20 31 28 21 27 25 26 26 29 2191 25 24 20 24 24 218 21
internal_value=0 9.04511e-08 1.60289e-05 -1.23103e-07 4.93589e-09 -1.29306e-07 3.47371e-09 -9.38558e-08 -4.94295e-07 -2.19359e-05 -1.27058e-07 2.82076e-06 1.28593e-05 -7.40083e-07 2.00504e-06 -8.99188e-07 -4.16063e-06 -1.61966e-07 3.07113e-06 -2.06908e-06 2.98331e-06 1.12525e-05 -4.03107e-07 7.71529e-06 2.72095e-05 -9.34217e-06 2.93642e-06 -3.91398e-06 -7.53902e-07 -1.22278e-06
internal_weight=0 3101 41 3060 3039 3018 2998 2972 2613 44 2569 359 94 265 233 202 174 154 133 106 80 55 2535 105 49 56 70 46 2430 2212
internal_count=3121 3101 41 3060 3039 3018 2998 2972 2613 44 2569 359 94 265 233 202 174 154 133 106 80 55 2535 105 49 56 70 46 2430 2212
is_linear=0
shrinkage=0.1


Tree=4930
num_leaves=31
num_cat=0
split_feature=147 148 147 1426 0 45 11 33 47 3 16 9 10 47 47 16 47 1 52 3 4 3 12 3 156 43 1212 401 401 132
split_gain=3.78459e-07 1.12725e-06 1.11977e-06 4.56055e-07 3.9514e-07 5.37684e-07 2.35133e-06 1.17189e-06 4.72e-07 3.86359e-06 7.33533e-06 3.64226e-06 5.7887e-06 1.68165e-06 1.05878e-06 1.48639e-06 9.41346e-07 7.38279e-07 1.03119e-06 6.63101e-07 1.96394e-06 8.22268e-06 3.8678e-06 3.82986e-06 1.564e-06 1.46011e-06 3.26947e-06 3.10566e-06 4.55678e-06 2.35499e-06
threshold=0.099230000000000013 -0.063899999999999985 0.093875000000000014 -0.094284999999999994 -0.24955499999999997 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.094160000000000008 -1.0000000180025095e-35 -0.056919999999999991 0.088235000000000022 0.087010000000000018 0.097970000000000015 0.10843500000000002 -0.072804999999999981 0.091340000000000018 0.11588000000000001 -0.046924999999999988 -0.081164999999999987 -0.078629999999999992 -0.080634999999999984 0.095780000000000018 -0.080884999999999985 0.092385000000000009 -0.0047449999999999992 -0.088629999999999987 0.10022000000000002 0.10956 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -6 -8 11 13 -11 16 -13 -10 15 -15 19 18 -16 25 21 -21 24 -22 -23 27 -27 29 -29 -9
right_child=1 -3 -4 4 5 -7 7 8 9 10 -12 12 -14 14 17 -17 -18 -19 -20 20 23 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=1.4059212524285693e-05 -4.4052949431653391e-06 2.5612872344605753e-05 -2.1219375819782725e-05 1.0487960613058282e-05 3.0469378500129096e-05 -1.399180534349398e-05 -2.2335775308116961e-05 1.863902355906438e-05 -2.565644370826284e-05 -4.2592691524337825e-06 7.3924953353742324e-05 -6.8923208546038962e-05 2.057881273584725e-06 3.2414435786036351e-05 1.6671745511716423e-06 1.8872582112133638e-06 2.1553649530687836e-05 4.8196652711822583e-06 -2.2647057629591154e-05 -6.7295043545132302e-05 3.8478873946587557e-05 6.7080747759328296e-06 -4.2629351438253337e-05 -1.1383951304976747e-06 -2.2223558980013796e-05 3.8506083731135734e-05 3.9281562310311362e-06 -6.1769704843754893e-05 4.1821729362047995e-06 -8.0503612882637688e-07
leaf_weight=23 29 22 25 35 25 28 24 67 26 28 21 20 27 22 33 58 20 49 37 23 25 124 22 1019 22 30 309 20 22 886
leaf_count=23 29 22 25 35 25 28 24 67 26 28 21 20 27 22 33 58 20 49 37 23 25 124 22 1019 22 30 309 20 22 886
internal_value=0 8.54372e-06 -1.41923e-07 3.11263e-08 -7.56394e-08 -1.99418e-07 -6.89051e-08 -3.29115e-07 -1.47617e-07 3.80261e-06 2.92483e-05 -5.58225e-07 -2.81468e-05 -1.73889e-06 1.38602e-06 1.02822e-05 -5.73888e-08 -4.59463e-06 -1.11846e-05 -2.25634e-07 -1.89539e-06 -1.12186e-05 -3.54144e-06 -1.89706e-07 2.34851e-06 1.3202e-06 6.98815e-06 -6.10888e-07 -2.72235e-05 5.61965e-07
internal_weight=0 51 3070 3045 3022 2987 2959 2934 2910 274 49 2636 47 225 199 80 2589 119 70 2569 1235 191 168 1044 146 1334 339 995 42 953
internal_count=3121 51 3070 3045 3022 2987 2959 2934 2910 274 49 2636 47 225 199 80 2589 119 70 2569 1235 191 168 1044 146 1334 339 995 42 953
is_linear=0
shrinkage=0.1


Tree=4931
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 132 0 12 12 399 11 34 12 33 40 1 44 158 158 483 483 15 480 52 52 42 1212 401 159 1 159
split_gain=4.28226e-07 2.48198e-06 1.19555e-06 7.81346e-07 4.03809e-07 5.19146e-07 4.0372e-07 6.97071e-07 4.56332e-07 3.58259e-07 4.52672e-07 2.32832e-06 1.40125e-06 8.66775e-07 1.12033e-06 3.90419e-07 1.53345e-06 4.38062e-07 1.51214e-06 1.45793e-06 4.20819e-07 1.32381e-06 1.05322e-06 6.90669e-07 9.57099e-07 5.18536e-07 7.68919e-07 4.9877e-07 3.37614e-06 6.14339e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.085749999999999979 -0.09515499999999999 0.11418000000000002 0.090285000000000018 0.087485000000000021 -0.072629999999999986 -0.057544999999999992 -0.040564999999999997 -1.0000000180025095e-35 -0.07632499999999999 0.111945 0.099360000000000018 -0.47356499999999996 -0.14117999999999997 0.11517500000000001 -0.028644999999999997 0.12044500000000001 0.11704500000000002 0.17829500000000004 1.0000000180025095e-35 0.097640000000000018 -0.52517999999999987 0.13485500000000003 -0.092414999999999983 0.092945000000000014 -0.10909999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -7 -3 11 13 -12 14 -11 16 -14 18 19 -18 21 25 23 24 -22 -19 27 28 29 -27
right_child=1 9 -4 -5 -6 6 -8 -9 -10 10 12 -13 15 -15 -16 -17 17 20 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=8.8321503721385245e-06 3.4578118980529584e-05 -1.2939425951550394e-05 -2.6936551793845693e-05 -1.8403702386422085e-05 1.2260971800969856e-05 -1.5110947589908557e-05 -1.5748671760845283e-05 1.3396218539286485e-05 1.6487053542846299e-06 -8.1098277669591504e-06 -2.6445367512337723e-05 3.3948885794525079e-05 2.4416954637182731e-05 -1.9036373251288925e-05 2.0037887546865163e-05 -1.1038076498211482e-05 5.8044649146419646e-07 1.582534391456561e-05 1.2420074017427397e-05 -3.5498919785936778e-05 -3.7979933471146264e-06 -2.3421164125162857e-05 2.1892372951110556e-05 -1.4901582715703461e-05 2.2411038894047538e-05 6.6127957109672844e-07 -1.7766970965264289e-05 -1.1349451035418503e-07 -2.6496387494262309e-05 5.869651750269137e-05
leaf_weight=37 21 21 21 25 25 33 26 23 32 31 20 24 26 21 26 31 21 21 24 24 38 24 31 22 22 76 24 2302 25 24
leaf_count=37 21 21 21 25 25 33 26 23 32 31 20 24 26 21 26 31 21 21 24 24 38 24 31 22 22 76 24 2302 25 24
internal_value=0 3.24152e-07 -4.23289e-06 -1.86086e-06 4.8897e-07 -1.46004e-06 -4.80048e-06 -1.56579e-06 -6.86004e-06 7.421e-08 1.69865e-07 6.71167e-06 -7.23359e-08 -1.66902e-06 4.72948e-06 1.2052e-07 2.48448e-07 1.38019e-08 -7.85077e-06 -1.86619e-05 2.21795e-07 -4.84309e-08 6.19069e-06 2.54686e-07 5.81199e-06 1.78489e-07 4.44277e-08 2.2056e-07 6.37251e-06 1.45897e-05
internal_weight=0 2899 222 201 176 151 114 88 65 2878 2857 102 2755 78 57 2735 2704 2678 69 45 2609 2496 113 82 60 2472 2451 2427 125 100
internal_count=3121 2899 222 201 176 151 114 88 65 2878 2857 102 2755 78 57 2735 2704 2678 69 45 2609 2496 113 82 60 2472 2451 2427 125 100
is_linear=0
shrinkage=0.1


Tree=4932
num_leaves=31
num_cat=0
split_feature=44 46 1429 156 1429 2 132 0 1211 1213 2 403 1453 483 160 47 0 15 47 47 16 16 42 42 12 43 1 16 4 1
split_gain=3.49098e-07 1.35351e-06 9.12033e-07 1.10493e-06 5.75511e-07 3.84107e-07 3.37568e-06 1.45774e-05 8.60094e-06 3.53816e-06 2.81356e-06 2.55483e-06 1.80381e-06 2.54733e-06 2.21024e-06 1.6165e-06 1.00067e-05 7.01629e-06 4.28109e-06 2.35179e-06 1.71559e-06 3.05603e-06 2.18373e-06 5.61439e-06 2.13253e-06 2.56714e-06 1.93445e-06 2.77826e-06 1.80585e-06 4.72702e-06
threshold=0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.083715000000000026 -0.083284999999999984 -0.082284999999999983 0.11048500000000001 0.04198000000000001 0.083865000000000009 -0.54448499999999989 -0.079219999999999985 -0.021199999999999997 0.3961050000000001 0.092165000000000011 -0.10224499999999999 -0.10324499999999999 0.084210000000000021 0.10372500000000003 -0.090054999999999982 -0.085589999999999986 0.090395000000000017 0.089245000000000005 0.092550000000000007 -0.065269999999999981 0.087695000000000009 -0.095964999999999981 -1.0000000180025095e-35 0.091535000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 7 -6 9 11 -7 -8 -13 14 -14 18 -17 -18 20 -19 26 -22 23 28 -24 -26 27 -15 -23 -30
right_child=1 -3 3 -5 5 10 8 -9 -10 -11 -12 12 13 15 -16 16 17 19 -20 -21 21 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=-2.1417101011138583e-05 2.8331234498182317e-05 -5.7298124959613365e-06 -1.4417538584763992e-05 2.3434712165908422e-05 -2.2456981296272718e-05 -3.5504233188555153e-05 -3.3345814890275335e-05 9.2084198367956563e-05 -5.0490227589961023e-05 3.5523412832610062e-05 -3.4206237713261331e-07 3.1652278591991491e-05 -4.6774203592576672e-05 1.6556324771954679e-06 -3.2402502343064131e-07 -6.2698651855988338e-05 5.9915376473327344e-05 -3.2495743145470142e-05 4.5569595602501072e-05 4.9191569944793757e-06 3.7472701206363959e-05 -1.1021166109778145e-06 3.7638895424386264e-05 -5.0284199503602435e-05 2.944946110498374e-05 -1.4764365268688537e-05 1.1437482970406912e-06 -5.1053594902441552e-05 5.2363071639168393e-05 -1.0399824107783691e-05
leaf_weight=20 20 28 28 20 25 23 21 20 32 31 2149 20 20 20 21 26 20 24 25 56 30 162 33 21 24 29 105 20 24 24
leaf_count=20 20 28 28 20 25 23 21 20 32 31 2149 20 20 20 21 26 20 24 25 56 30 162 33 21 24 29 105 20 24 24
internal_value=0 8.46229e-06 -1.32168e-07 7.26834e-09 -1.47215e-07 -1.42472e-08 1.81138e-06 2.84502e-05 2.90123e-07 2.43956e-06 -7.14406e-07 1.02494e-06 2.0502e-06 1.18464e-06 -2.29826e-05 2.72564e-06 -7.43081e-06 6.93882e-06 5.2009e-06 -6.30531e-06 3.14965e-06 6.96684e-06 4.07985e-06 -9.84386e-07 1.76826e-05 5.25699e-06 -5.98528e-06 -2.4699e-05 3.9456e-06 2.09816e-05
internal_weight=0 48 3073 3053 3033 3005 833 45 788 756 2172 725 704 684 41 643 126 100 517 80 492 347 317 231 86 53 145 40 210 48
internal_count=3121 48 3073 3053 3033 3005 833 45 788 756 2172 725 704 684 41 643 126 100 517 80 492 347 317 231 86 53 145 40 210 48
is_linear=0
shrinkage=0.1


Tree=4933
num_leaves=31
num_cat=0
split_feature=132 1185 1203 472 1429 1425 52 3 482 42 3 482 12 39 482 475 2 156 157 151 151 3 13 159 160 45 11 33 10 16
split_gain=4.33098e-07 1.95094e-06 1.09856e-06 3.74769e-07 9.68059e-07 5.84849e-07 4.49511e-07 1.21463e-06 3.55185e-07 2.17047e-06 1.00888e-06 8.73178e-07 2.52815e-06 1.31067e-06 6.69531e-07 4.04643e-07 1.18406e-06 6.07762e-07 3.97265e-06 2.16109e-06 1.85316e-06 1.29297e-06 1.70765e-06 9.13452e-07 1.66728e-06 7.91409e-07 1.62012e-06 9.20144e-07 6.41795e-07 1.39814e-05
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.55692499999999978 -0.086274999999999977 0.11191500000000001 0.096450000000000022 -0.080934999999999993 0.090355000000000005 0.088245000000000004 0.15619500000000003 0.096745000000000012 0.051590000000000004 0.090425000000000019 0.08759500000000002 -0.086284999999999987 -0.085224999999999981 -0.54526999999999981 -0.082234999999999989 -0.061684999999999997 0.10545500000000001 -0.087429999999999994 0.094030000000000016 -1.0000000180025095e-35 -0.012019999999999998 -0.0093599999999999985 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 7 -6 11 10 -10 13 14 15 -13 17 -17 20 -19 -20 -8 22 -21 24 -23 26 -22 -28 29 -29
right_child=1 3 -4 4 5 -7 8 -9 9 -11 -12 12 -14 -15 -16 16 -18 18 19 21 25 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.6393246216039597e-06 3.0695196065131487e-05 -1.2339554602173544e-05 -2.3161661605357682e-05 2.1600352417971453e-05 -4.3886793087545403e-06 -1.5830901125097981e-05 2.9929713595525495e-05 2.2387647266342017e-05 -1.0121181261032083e-05 -3.4833351728593703e-05 1.8874226016881344e-05 9.4213458287413238e-06 3.5345639534406709e-05 -2.5653155544205222e-05 -1.3289597666665e-05 2.4403105957389926e-05 -6.076873726739835e-06 -3.8966299212006564e-05 2.5818757883046474e-05 -3.6146853584796191e-05 2.7951254534335544e-05 3.2103275484587359e-05 1.2332449664932534e-07 -1.3263818360545912e-05 -6.3539388585403297e-07 -1.5781954158639211e-05 -2.078855513900635e-05 -1.5798117869536556e-05 -1.0528883496573407e-07 7.37015181670131e-05
leaf_weight=195 21 24 27 21 36 23 21 32 24 20 24 25 27 20 27 25 26 30 28 25 21 20 27 31 70 31 21 64 2111 24
leaf_count=195 21 24 27 21 36 23 21 32 24 20 24 25 27 20 27 25 26 30 28 25 21 20 27 31 70 31 21 64 2111 24
internal_value=0 3.25983e-07 -4.25691e-06 1.04387e-07 2.09031e-07 5.04648e-08 1.80455e-07 8.21194e-06 -1.87217e-08 -7.15579e-06 4.37652e-06 1.62775e-07 1.05196e-05 -1.52519e-07 -2.37087e-06 4.55439e-08 8.86429e-06 -1.32648e-07 -5.02163e-06 4.47423e-08 3.59875e-07 -4.12677e-06 -1.73143e-05 1.54057e-06 6.63987e-06 8.65617e-08 3.06073e-07 4.45642e-08 2.43516e-07 8.61087e-06
internal_weight=0 2899 222 2878 2854 2833 2810 68 2742 68 48 2674 79 2595 52 2575 51 2524 231 201 2293 173 52 121 90 2272 2241 2220 2199 88
internal_count=3121 2899 222 2878 2854 2833 2810 68 2742 68 48 2674 79 2595 52 2575 51 2524 231 201 2293 173 52 121 90 2272 2241 2220 2199 88
is_linear=0
shrinkage=0.1


Tree=4934
num_leaves=31
num_cat=0
split_feature=11 45 46 1429 156 97 34 10 9 1 2 39 1 1429 147 49 447 3 48 456 1371 150 49 48 12 124 39 123 12 132
split_gain=4.00517e-07 4.44799e-07 1.21551e-06 9.74164e-07 9.80406e-07 4.86696e-07 9.81841e-07 2.95797e-06 1.28856e-06 2.60721e-06 1.1949e-06 2.41798e-06 7.59665e-07 4.79754e-07 5.5002e-07 2.53912e-06 7.979e-07 1.70078e-06 5.43082e-07 5.41684e-07 6.74e-07 6.28473e-07 5.18132e-07 5.30689e-07 4.77662e-07 7.17803e-07 1.08549e-06 1.1514e-06 8.67992e-07 5.53068e-07
threshold=-0.072629999999999986 0.084355000000000013 0.10253500000000002 -0.23752499999999996 0.32523500000000005 -0.086464999999999986 -0.057544999999999992 0.0036750000000000007 0.091600000000000015 0.12205500000000001 -1.0000000180025095e-35 0.085530000000000009 0.10871500000000002 -0.094049999999999981 0.094705000000000011 -0.043469999999999995 0.086195000000000008 -0.084074999999999997 -0.089814999999999992 -0.11319999999999998 0.086910000000000015 0.12314500000000002 0.26982 0.14174500000000004 -0.14757499999999998 -0.084524999999999989 0.084020000000000011 0.084785000000000013 -0.092484999999999984 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 12 10 -10 11 -8 -7 -12 16 -16 18 -18 -15 -20 21 22 23 24 -21 26 -26 -28 -27 -30
right_child=1 2 -4 4 -6 6 8 -9 9 -11 13 -13 -14 14 15 -17 17 -19 19 20 -22 -23 -24 -25 25 28 27 -29 29 -31
leaf_value=-1.376369462897336e-05 -2.2054495175325429e-05 2.8473552708874196e-05 -3.8043858661954543e-06 -1.4877656340931108e-05 2.2155495171318764e-05 -1.6153699661593974e-05 3.7028362570708854e-05 4.2186376082430469e-05 -4.4068864140172083e-05 3.2042759333502805e-06 -1.3498568843580735e-05 -9.0000165917964693e-06 8.0367217539306327e-06 1.3318580501315108e-05 -7.4222784271970502e-06 3.6177594426011312e-05 6.3437585035549447e-06 -2.8878724654940268e-05 -1.5838120684334586e-05 -1.1664430659590965e-05 1.5939622147260919e-05 -1.5418631792945909e-05 -1.2932363900349189e-05 1.5195528596509775e-05 -7.4414066985313683e-06 -1.8349450405926643e-05 3.7344050815590891e-05 4.1918677921289189e-06 5.1683953216160231e-06 -4.2748204710162762e-07
leaf_weight=21 20 20 28 22 20 21 25 22 20 28 27 21 34 30 34 22 26 29 22 35 26 27 31 23 22 26 20 22 192 2205
leaf_count=21 20 20 28 22 20 21 25 22 20 28 27 21 34 30 34 22 26 29 22 35 26 27 31 23 22 26 20 22 192 2205
internal_value=0 9.32255e-08 9.64476e-06 -5.69951e-08 8.81071e-08 -5.84227e-08 5.06152e-08 1.11964e-05 -2.44003e-07 -1.64929e-05 2.82289e-08 1.60154e-05 -1.19962e-06 -2.32647e-07 -1.04359e-07 9.70624e-06 -3.05161e-07 -1.22281e-05 -6.05654e-08 -2.1197e-07 -8.12075e-08 -2.41231e-07 -8.21513e-08 7.43739e-08 -6.35272e-08 9.97344e-08 1.0553e-05 1.99786e-05 -1.76373e-07 2.07484e-08
internal_weight=0 3100 48 3052 3032 3012 2990 77 2913 48 2865 46 55 2819 2792 56 2736 55 2681 2651 2629 2603 2576 2545 2522 2487 64 42 2423 2397
internal_count=3121 3100 48 3052 3032 3012 2990 77 2913 48 2865 46 55 2819 2792 56 2736 55 2681 2651 2629 2603 2576 2545 2522 2487 64 42 2423 2397
is_linear=0
shrinkage=0.1


Tree=4935
num_leaves=31
num_cat=0
split_feature=132 393 1186 15 156 475 44 46 1456 160 1419 1419 1447 133 481 484 3 1447 3 160 160 1454 159 158 1428 1425 50 1455 1456 2
split_gain=4.007e-07 1.75671e-06 8.99455e-07 7.04601e-07 4.07244e-07 7.7186e-07 4.81636e-07 7.85886e-07 4.57689e-07 1.12827e-06 6.09607e-07 5.89432e-07 6.05466e-07 2.43799e-06 7.72433e-07 3.67324e-06 3.19068e-06 1.0131e-06 4.32882e-06 2.92802e-06 1.48773e-06 5.96346e-07 8.2631e-07 6.58082e-07 6.68427e-07 1.13482e-06 6.09626e-07 5.96929e-07 6.72767e-07 2.89501e-06
threshold=-0.083174999999999985 0.12069000000000002 0.049580000000000006 0.092400000000000024 0.3248100000000001 0.13528000000000004 0.10249500000000002 0.083550000000000013 0.11510000000000002 -0.00363 0.10408000000000002 0.089680000000000024 0.050705000000000007 0.047850000000000011 -0.086484999999999992 -0.081614999999999979 -0.085854999999999987 -0.085709999999999995 -0.085709999999999995 -0.090764999999999985 -0.55045999999999984 0.099235000000000004 -0.021064999999999997 0.13559000000000002 0.093045000000000017 0.08789000000000001 -0.47060499999999994 -0.097209999999999977 -0.077944999999999987 0.08839000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 6 7 8 10 -10 11 12 14 -14 15 16 -2 18 -16 -20 -19 23 -23 24 25 26 -22 -28 29 -29
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 -11 -12 -13 13 -15 17 -17 -18 20 19 -21 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=1.942991895537654e-07 -3.5243350737887553e-05 2.9131440942364862e-05 -2.3787112037271507e-05 -1.7746566372807139e-05 -1.3149917409147907e-05 1.9786232467140511e-05 1.3619851961266251e-05 -1.8071626830836372e-05 2.5521167750095788e-05 -6.5384862712865775e-06 -1.5300016754666176e-05 1.7189298423545553e-05 -3.7088206277076103e-05 1.1696467464346262e-05 -4.4055195165263424e-05 4.1545718482666418e-05 1.4920963991471581e-05 2.5538190651707778e-05 -1.4549913310209681e-05 2.94898749031675e-05 1.7392759725680663e-05 2.5742188745425669e-06 -2.58271269515154e-05 1.7814518612015361e-05 -1.5911954114227018e-05 2.392943042650586e-05 -1.3294125239874977e-05 2.3620481739204413e-05 -3.0500490298150857e-07 -1.1155526329085386e-05
leaf_weight=176 21 21 21 25 23 20 26 24 23 21 26 20 20 21 27 25 32 23 36 26 20 20 21 21 26 20 34 54 2205 43
leaf_count=176 21 21 21 25 23 20 26 24 23 21 26 20 20 21 27 25 32 23 36 26 20 20 21 21 26 20 34 54 2205 43
internal_value=0 3.13565e-07 -4.09458e-06 -2.03715e-06 1.03289e-07 2.10057e-07 7.19539e-08 -5.34449e-08 1.01828e-07 1.022e-05 -6.05934e-08 8.53459e-08 -4.15851e-08 -1.21009e-05 1.44712e-07 9.94876e-06 -4.95546e-06 -1.52149e-07 -1.06354e-05 3.91838e-06 2.23005e-07 -1.32975e-08 -1.19728e-05 1.89071e-07 3.49772e-08 2.09481e-07 8.12288e-09 -1.40718e-07 5.35545e-08 8.20431e-06
internal_weight=0 2899 222 201 2878 2855 2835 2809 2785 44 2741 2715 2695 41 2654 78 53 2576 89 62 2487 2464 41 2423 2402 2376 2356 2336 2302 97
internal_count=3121 2899 222 201 2878 2855 2835 2809 2785 44 2741 2715 2695 41 2654 78 53 2576 89 62 2487 2464 41 2423 2402 2376 2356 2336 2302 97
is_linear=0
shrinkage=0.1


Tree=4936
num_leaves=31
num_cat=0
split_feature=34 10 10 9 2 46 46 147 147 1426 483 447 0 479 1447 1447 403 43 1447 1447 2 13 1447 42 160 12 479 1209 4 3
split_gain=3.72373e-07 6.1687e-07 6.43365e-07 1.95677e-06 4.15601e-07 4.03318e-07 6.66442e-07 3.97175e-07 8.73143e-07 5.04462e-07 3.98473e-07 4.35418e-07 5.00007e-07 4.35875e-07 5.3241e-07 1.85065e-06 1.65514e-06 3.13081e-06 1.213e-06 1.06653e-06 1.04239e-06 1.13677e-06 7.18974e-07 1.88473e-06 1.10922e-06 8.15978e-07 7.33883e-07 6.23698e-07 5.707e-07 2.09299e-06
threshold=-0.112215 0.11294000000000003 0.053330000000000009 0.08925000000000001 -0.033169999999999991 0.096120000000000011 1.0000000180025095e-35 0.099730000000000027 0.093875000000000014 -0.094284999999999994 -0.47181499999999993 0.086460000000000023 -0.24955499999999997 0.10769500000000001 -0.086849999999999997 -0.086279999999999982 -0.5492149999999999 -0.041049999999999996 -0.085644999999999985 -0.084334999999999979 0.086285000000000014 -0.086919999999999983 -0.072479999999999989 0.088060000000000013 -0.54913999999999985 0.088245000000000004 0.077560000000000018 -0.097919999999999993 -0.50690499999999983 -0.098469999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 -6 -11 12 -12 14 20 -16 17 -17 -18 -20 -14 -22 23 25 -24 -21 27 -26 29 -29
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 10 11 -13 13 -15 15 16 18 -19 19 22 21 -23 24 -25 26 -27 -28 28 -30 -31
leaf_value=-1.0905390385848859e-05 -1.2687577845309324e-05 1.5158446236303767e-05 -1.3503548022656885e-05 2.799374059395632e-05 1.5870153183641379e-05 1.1176667487688974e-05 -1.8303021315659864e-05 1.003768409599359e-05 -1.8364619850567228e-05 1.139646391190278e-05 1.5723168953627464e-05 -9.9474062133392903e-06 -9.2443172683315e-06 -1.0642251706882141e-05 -2.8455160708804416e-05 -6.8392982571962277e-06 -2.4257808633722433e-05 4.223527999923905e-05 2.1797356781793167e-05 -9.5066291102003086e-06 1.2944836877674486e-06 3.3821944436402355e-05 2.0145507522573573e-05 -2.619166491451717e-05 -1.7188678542706407e-05 1.8051681432883594e-05 -1.5046657228429633e-05 1.0982521835654607e-05 4.1041119126204506e-07 -2.2021092940635953e-05
leaf_weight=31 26 27 35 25 20 32 20 39 26 30 20 45 21 39 23 26 21 26 22 21 21 22 27 37 21 22 33 33 2284 46
leaf_count=31 26 27 35 25 20 32 20 39 26 30 20 45 21 39 23 26 21 26 22 21 21 22 27 37 21 22 33 33 2284 46
internal_value=0 1.09397e-07 -2.32582e-08 1.32558e-07 -9.9387e-08 1.05535e-08 -1.10776e-07 1.36153e-08 -1.21845e-07 4.39984e-08 -6.74534e-08 -1.89844e-07 -3.1041e-08 -1.45826e-07 5.45307e-09 -2.12862e-07 3.51617e-08 1.7698e-05 -3.22636e-07 -1.25213e-07 9.01775e-06 1.79364e-05 -3.16298e-07 -9.64492e-06 -1.09415e-08 4.59297e-06 -2.36107e-07 -3.10949e-08 1.21385e-07 -8.23477e-06
internal_weight=0 3090 3063 3028 3003 2977 2945 2925 2886 2860 2840 2810 2765 2745 2706 2642 2619 52 2567 2546 64 43 2524 80 2444 43 2417 2384 2363 79
internal_count=3121 3090 3063 3028 3003 2977 2945 2925 2886 2860 2840 2810 2765 2745 2706 2642 2619 52 2567 2546 64 43 2524 80 2444 43 2417 2384 2363 79
is_linear=0
shrinkage=0.1


Tree=4937
num_leaves=31
num_cat=0
split_feature=1420 157 474 1429 474 158 46 1455 15 1455 43 47 47 47 1456 1456 480 403 1428 52 16 1429 1456 51 157 475 13 0 151 16
split_gain=3.53736e-07 1.17482e-06 5.09589e-07 1.4784e-06 8.38808e-07 3.78298e-07 5.39235e-07 5.10927e-07 1.56889e-06 3.5543e-06 2.0677e-06 5.45893e-07 2.72638e-06 1.61182e-06 7.59486e-07 1.07889e-06 3.64155e-06 1.01252e-06 7.19206e-07 9.41377e-07 1.72426e-06 9.68401e-07 7.95573e-07 6.75587e-07 5.90853e-06 2.95864e-06 2.08188e-06 1.92595e-06 1.30383e-06 9.58945e-07
threshold=0.056520000000000008 0.63397500000000007 -0.090834999999999985 -0.072014999999999982 -0.07636999999999998 -0.47382999999999992 0.10123000000000001 -0.037084999999999993 -0.068899999999999975 -0.097209999999999977 -0.081454999999999986 0.092165000000000011 0.09585500000000001 0.089785000000000018 0.11585000000000002 0.091180000000000011 0.086995000000000017 -0.55683499999999986 -0.020064999999999996 -0.56022499999999986 0.63636000000000015 -0.066319999999999976 -0.15024999999999997 -0.085604999999999987 -0.086244999999999988 -0.085734999999999992 -0.080344999999999986 -0.089019999999999974 -0.40381499999999992 0.38525000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 8 10 -10 -7 13 -13 14 15 17 -17 -9 -19 -20 21 -21 -23 24 -24 -25 27 -26 -27 -30
right_child=-2 -3 4 -5 5 6 -8 11 9 -11 -12 12 -14 -15 -16 16 -18 18 19 20 -22 22 23 25 26 28 -28 -29 29 -31
leaf_value=-2.7017968232730011e-05 -1.2355757114520478e-05 2.4249873276858125e-05 2.0027711780996817e-05 5.3165410346053018e-06 -1.2532436964344621e-05 -2.5256496866989311e-05 1.3884943200537236e-05 -1.8759686516769479e-05 -3.9559447223406385e-06 4.2088720096368589e-05 1.4310500857391162e-05 -3.4717436742708005e-05 -1.313047545242514e-06 2.8410475460987073e-05 -1.5398203784400268e-05 4.6185053893818159e-05 -9.3378720251806692e-06 -1.7561152538331481e-05 1.5616106224441841e-05 1.840270360217205e-05 -2.5173909979356622e-05 -1.4947464296710678e-05 -5.6856795308704024e-05 3.6462883287205602e-05 -1.4787305666513498e-06 -2.3817917820875581e-05 -5.2908046704466282e-06 4.1349233929178722e-05 4.2941278844285226e-07 2.1422682671486245e-05
leaf_weight=26 23 20 21 31 24 28 28 29 38 30 25 27 257 20 32 21 27 23 39 29 27 35 20 23 21 22 148 21 1984 22
leaf_count=26 23 20 21 31 24 28 28 29 38 30 25 27 257 20 32 21 27 23 39 29 27 35 20 23 21 22 148 21 1984 22
internal_value=0 9.17275e-08 -6.52455e-08 -9.43253e-06 1.11496e-07 -2.79177e-08 7.29252e-08 -5.82609e-08 6.30509e-06 1.63579e-05 -6.59282e-06 -3.30622e-07 -4.48882e-06 1.33761e-07 -9.03904e-08 1.06258e-07 1.49534e-05 -1.85459e-07 3.76781e-08 2.06968e-07 -4.85403e-08 2.43238e-07 1.38721e-08 2.45472e-07 -5.15664e-06 7.98589e-07 2.85481e-07 1.99353e-05 3.94112e-07 6.59648e-07
internal_weight=0 3098 3078 57 3021 3000 2976 2948 121 68 53 2827 284 2543 2523 2491 48 2443 2414 2391 2352 2325 2296 2261 210 2051 190 42 2028 2006
internal_count=3121 3098 3078 57 3021 3000 2976 2948 121 68 53 2827 284 2543 2523 2491 48 2443 2414 2391 2352 2325 2296 2261 210 2051 190 42 2028 2006
is_linear=0
shrinkage=0.1


Tree=4938
num_leaves=31
num_cat=0
split_feature=1204 132 1203 132 394 1176 129 0 16 49 133 13 1186 130 1 9 10 2 2 9 2 0 12 4 3 4 157 471 52 472
split_gain=3.68494e-07 3.8959e-07 1.15894e-06 6.96701e-07 4.22744e-07 9.9851e-07 6.80897e-07 3.79094e-07 5.13949e-07 8.10063e-07 3.67477e-07 5.97217e-07 5.16914e-07 3.39073e-07 6.68385e-07 3.61168e-07 1.27396e-06 2.17296e-06 1.01608e-06 5.8439e-07 4.54089e-07 4.26772e-07 9.62864e-07 6.51137e-07 1.9693e-06 6.57853e-07 2.16101e-06 1.85844e-06 7.56472e-07 5.026e-07
threshold=0.053645000000000005 -0.083174999999999985 0.089005000000000015 -0.044384999999999994 -0.11103499999999998 0.085730000000000015 -0.048309999999999992 -0.11242999999999999 -0.095094999999999985 0.097180000000000016 -0.37971999999999995 -0.0018299999999999998 -0.010834999999999999 -0.23123999999999997 0.16540500000000002 0.092410000000000006 0.053330000000000009 -0.15339499999999998 -0.090999999999999984 0.10750500000000002 -0.033169999999999991 0.14486500000000005 0.091200000000000017 -0.50940999999999981 -0.020429999999999997 -0.50052499999999989 -0.00078499999999999989 -0.085064999999999988 -0.56022499999999986 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 -5 6 -6 -1 -9 10 -10 12 -12 -8 15 16 18 -18 -15 -17 -20 23 -23 24 -22 26 -25 -27 -29 -30
right_child=-2 3 -4 4 5 -7 13 8 9 -11 11 -13 -14 14 -16 19 17 -19 20 -21 21 22 -24 25 -26 27 -28 28 29 -31
leaf_value=1.1149813626616379e-05 1.1029532311113144e-05 1.7525569495299587e-05 -2.7197176214031059e-05 1.1135704321799601e-05 1.8023652661386656e-05 -2.130293012214679e-05 1.2314999652186418e-05 -1.6951496597054454e-05 -1.4330185490507575e-05 1.6991310578651749e-05 6.576895423842706e-06 1.2690767439578295e-05 -1.2126859025253605e-05 1.9420155767538408e-05 -1.6764526136133404e-05 2.0508070288501176e-05 5.9471245731401732e-06 -4.0109653093081546e-05 -1.4724334843257176e-05 -2.5410919327193619e-06 -3.1984133493097033e-05 -6.6654265300831355e-06 2.0338974479361036e-05 2.9277045460134857e-05 4.1538950235438904e-06 -3.0485334500554023e-05 -1.2285569127098742e-05 1.5904186014571072e-05 -1.0542949587236054e-05 1.2621861247337259e-07
leaf_weight=20 30 23 20 34 21 22 22 24 28 21 22 23 45 27 24 22 20 21 21 22 25 23 31 29 38 20 22 30 45 2346
leaf_count=20 30 23 20 34 21 22 22 24 28 21 22 23 45 27 24 22 20 21 21 22 25 23 31 29 38 20 22 30 45 2346
internal_value=0 -1.07047e-07 -4.34158e-06 1.90601e-07 5.14377e-08 -8.16832e-08 8.4521e-08 -1.8437e-06 -3.43799e-06 -1.10473e-06 -4.32521e-06 -1.21255e-06 -5.98533e-06 -5.06016e-08 -1.48954e-07 -3.52248e-09 -1.50086e-07 -1.76429e-05 1.19845e-07 8.98349e-06 -7.82951e-08 3.95918e-08 8.8371e-06 -1.46344e-07 -1.01866e-05 1.07483e-07 1.13481e-05 -1.27368e-07 1.23421e-07 -7.45813e-08
internal_weight=0 3091 203 2888 2865 2831 2809 183 163 139 118 90 67 2788 2766 2742 2698 41 2657 44 2630 2609 54 2555 63 2492 51 2441 2421 2391
internal_count=3121 3091 203 2888 2865 2831 2809 183 163 139 118 90 67 2788 2766 2742 2698 41 2657 44 2630 2609 54 2555 63 2492 51 2441 2421 2391
is_linear=0
shrinkage=0.1


Tree=4939
num_leaves=31
num_cat=0
split_feature=132 15 1185 50 52 2 132 403 130 40 1208 1208 1209 42 42 1210 42 42 50 50 52 42 3 4 3 42 43 42 12 472
split_gain=3.52984e-07 1.03078e-05 6.12427e-06 1.55918e-06 3.78623e-07 4.76549e-07 9.03859e-07 8.04293e-07 3.5322e-07 9.37774e-07 3.31746e-07 7.70844e-07 4.19514e-07 3.09723e-06 4.53928e-07 2.82656e-06 1.473e-06 1.03653e-06 8.76654e-07 1.15289e-06 8.54695e-07 7.5229e-07 6.66417e-06 8.28216e-06 3.38252e-06 1.3255e-06 3.14568e-06 1.29481e-06 9.30063e-07 7.58218e-07
threshold=-0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.09227500000000001 0.090645000000000017 0.10497000000000002 -0.26625499999999996 -0.020569999999999995 -0.23647499999999996 -0.23202499999999995 0.11846000000000001 0.10683000000000002 -0.087714999999999987 0.087405000000000024 0.10306000000000001 -0.051429999999999997 0.10077000000000001 0.10705500000000003 0.11941000000000002 0.11235500000000001 -0.23798499999999997 0.096450000000000022 -0.073309999999999986 -0.072334999999999997 -0.070649999999999977 0.094725000000000018 -0.067199999999999996 0.094165000000000013 0.094225000000000017 -0.38234499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -8 -4 -10 11 12 13 -11 16 -16 21 -17 19 20 -19 25 23 -23 -24 27 28 29 -27 -14
right_child=2 -3 8 -5 -6 -7 7 -9 9 10 -12 -13 14 -15 15 17 -18 18 -20 -21 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.2751533212309975e-05 -5.2853130959688728e-05 6.172475657001121e-05 -1.3133883411455827e-05 -2.7555245318581001e-05 1.0845040412732489e-05 9.5175930552543912e-06 -5.8523082401896398e-06 1.678226516560244e-05 1.778924831645175e-05 -2.1037086069952694e-05 1.1722586623363896e-05 -1.8316503132075965e-05 -1.782373721020438e-05 3.0115847064358796e-05 -3.8406852896018376e-05 -1.8442614400712422e-05 2.3534340592353452e-05 2.061796054476872e-05 -1.4179207432632744e-05 2.6560116887031615e-05 -1.6846067835297724e-06 1.1092236359001532e-05 4.7395855065024952e-05 -7.3343129966255781e-05 -5.3024486486061382e-06 -1.4116680547824847e-05 4.2432688103872353e-05 -2.1788442029867806e-05 1.3820252863958806e-05 4.256133889176302e-07
leaf_weight=24 22 27 20 25 24 26 73 20 30 20 24 23 23 29 22 29 27 20 29 21 122 21 21 26 29 26 25 27 22 2244
leaf_count=24 22 27 20 25 24 26 73 20 30 20 24 23 23 29 22 29 27 20 29 21 122 21 21 26 29 26 25 27 22 2244
internal_value=0 3.8713e-06 -2.92149e-07 -4.26434e-06 -7.77674e-07 -2.72834e-06 -5.44966e-06 -9.84658e-07 1.09359e-07 2.01969e-07 1.5531e-08 -8.46006e-08 6.60763e-08 9.2371e-06 -9.8291e-08 -4.2238e-06 3.04158e-07 -8.20965e-07 1.84064e-06 4.6908e-06 1.4566e-06 4.9606e-08 -8.58188e-06 -3.56167e-05 1.68308e-05 4.03326e-07 1.36689e-05 -1.88132e-08 -1.31225e-06 2.40463e-07
internal_weight=0 219 2902 192 167 143 117 93 2880 2860 2830 2806 2783 49 2734 243 2491 221 192 163 142 2464 97 47 50 2367 73 2294 48 2267
internal_count=3121 219 2902 192 167 143 117 93 2880 2860 2830 2806 2783 49 2734 243 2491 221 192 163 142 2464 97 47 50 2367 73 2294 48 2267
is_linear=0
shrinkage=0.1


Tree=4940
num_leaves=31
num_cat=0
split_feature=12 130 1211 50 1 3 3 399 1204 394 3 129 1176 129 12 160 1186 483 51 133 16 16 160 133 1 50 3 51 12 2
split_gain=3.3866e-07 7.84893e-07 3.40345e-07 1.65704e-06 1.15753e-06 6.42757e-07 2.52228e-06 5.39191e-07 1.1967e-06 5.2039e-07 5.05094e-07 4.58305e-07 4.323e-07 4.38457e-07 1.43777e-06 5.676e-07 5.31459e-07 4.26183e-07 4.46161e-07 1.16128e-06 9.61236e-07 2.05552e-06 2.04808e-06 1.34538e-06 9.46974e-07 2.04952e-06 1.31586e-06 8.13286e-07 4.86391e-06 2.03588e-06
threshold=0.23631000000000002 -0.22461999999999996 0.087635000000000005 0.096900000000000014 0.088135000000000005 -0.082974999999999979 -0.080484999999999987 0.091895000000000018 -0.068659999999999985 0.0047000000000000011 -0.076669999999999988 0.11424000000000001 0.086510000000000017 0.10311000000000002 0.095330000000000012 0.62940000000000007 0.085505000000000012 -0.47181499999999993 0.10302500000000002 -0.040449999999999993 -0.080029999999999976 -0.073404999999999984 0.11055500000000001 0.085075000000000026 0.10337500000000001 0.098785000000000026 -0.023499999999999997 0.093135000000000009 0.088245000000000004 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 -4 -7 9 -9 11 -8 12 13 15 -15 16 17 -3 27 -20 23 -22 24 -21 25 -23 -26 -19 29 -29
right_child=-2 2 3 -5 -6 6 10 8 -10 -11 -12 -13 -14 14 -16 -17 -18 18 19 20 21 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=1.7065254916006879e-05 -1.208959860694291e-05 1.440142421415658e-05 -6.4659016909383746e-06 2.5608159085095398e-05 -2.1394426361935488e-05 3.8371837287004821e-05 -1.5077755207520177e-05 -2.8939433925534975e-05 -4.9307882909488395e-07 1.1539660916145965e-05 7.1273694084084136e-06 -1.4618224513056205e-05 1.3524971449363005e-05 2.1405939295458239e-05 -1.1402693146258323e-05 -1.7206714910571464e-05 -1.2910230210157655e-05 -3.7443056283277418e-07 2.336311190363092e-05 -1.9951991472813774e-05 3.574437705538003e-05 4.1090997292485554e-05 -2.8131348262832034e-05 8.1916627095779407e-06 -2.358653845931258e-05 2.483241074070396e-06 1.0255480895938052e-05 -5.485902059945147e-05 2.8099492737965193e-05 -9.7382835519965738e-06
leaf_weight=27 23 20 37 30 22 21 21 21 50 38 20 22 23 34 22 20 33 2329 27 41 20 20 20 29 20 44 27 20 20 20
leaf_count=27 23 20 37 30 22 21 21 21 50 38 20 22 23 34 22 20 33 2329 27 41 20 20 20 29 20 44 27 20 20 20
internal_value=0 8.97507e-08 -5.94966e-08 4.56988e-06 -6.4622e-07 3.96449e-06 1.01891e-05 -2.98893e-07 -8.90679e-06 -8.4375e-08 -4.24599e-06 -2.41512e-07 -1.28107e-07 -2.41636e-07 8.51683e-06 -4.22623e-07 -2.97834e-07 -1.41188e-07 -2.51484e-07 3.78565e-06 1.39383e-06 5.88417e-06 1.32536e-06 -8.29248e-06 6.63288e-06 1.45482e-05 -4.14538e-06 -6.70576e-07 -1.21659e-05 -3.22987e-05
internal_weight=0 3098 3071 151 121 99 62 2920 71 2849 41 2811 2789 2766 56 2710 2690 2657 2637 248 221 151 131 70 111 64 47 2389 60 40
internal_count=3121 3098 3071 151 121 99 62 2920 71 2849 41 2811 2789 2766 56 2710 2690 2657 2637 248 221 151 131 70 111 64 47 2389 60 40
is_linear=0
shrinkage=0.1


Tree=4941
num_leaves=31
num_cat=0
split_feature=130 10 48 1 483 483 482 482 482 484 484 15 1456 43 1455 484 1447 1447 133 1447 481 1456 1453 1455 1456 45 11 33 1 1
split_gain=3.60425e-07 9.78607e-07 1.71649e-06 7.88665e-07 3.49423e-07 7.46638e-07 4.01848e-07 8.58814e-07 6.76718e-07 4.71375e-07 8.24623e-07 2.9633e-06 6.50965e-07 1.8626e-06 1.22366e-06 5.72876e-07 5.84102e-07 8.28563e-06 5.14448e-06 2.75121e-06 1.05754e-06 7.31342e-07 2.3373e-06 1.15134e-06 7.09882e-07 5.28365e-07 1.46877e-06 1.03328e-06 5.39414e-07 1.60151e-06
threshold=-0.23647499999999996 -0.38124499999999995 0.086665000000000006 0.16540500000000002 0.13726000000000002 0.12325000000000001 0.11524000000000002 0.10932500000000002 0.098465000000000011 0.23536000000000004 0.10948000000000001 -0.067579999999999987 -0.090954999999999994 -0.013024999999999998 -0.079434999999999992 0.096935000000000007 -0.086279999999999982 -0.085684999999999997 0.086990000000000012 -0.084724999999999981 -0.081334999999999977 -0.06457499999999998 -0.076539999999999983 0.091225000000000014 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 -0.009184999999999997 0.14326500000000003 0.13686500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 10 12 -12 13 -3 -14 16 18 -18 20 -19 -16 22 23 -21 -23 26 -26 -28 29 -29
right_child=1 3 -4 -5 -6 -7 -8 -9 -10 -11 11 -13 14 -15 15 -17 17 19 -20 21 -22 24 -24 -25 25 -27 27 28 -30 -31
leaf_value=-1.3381246387780266e-05 3.6399652331056138e-05 8.3307338420788497e-06 -4.5347385236839597e-06 -1.8984811008108821e-05 1.2574308382020471e-05 -1.5513711872289048e-05 1.2009579092721522e-05 -2.0678810906247238e-05 1.5872324382615736e-05 -1.4614686101181591e-05 -1.471050530006743e-05 2.9102143679737264e-05 1.8869906457171857e-05 -3.281863680306494e-05 2.0175999562915032e-05 -1.4991501764318225e-05 6.4303167009711613e-05 -3.6356836201212862e-05 -5.2523137164826038e-05 -1.2764332276068066e-05 -5.8979351748738346e-06 1.8581246175537153e-05 -3.4695098409429191e-05 1.7899377193316467e-05 2.5996240378844962e-05 -1.3541384253455494e-05 -2.105377790702851e-05 3.5863549566286967e-07 1.0627684403108126e-05 -2.0336587601234085e-05
leaf_weight=20 20 22 21 22 22 31 28 20 27 22 26 38 34 22 28 26 20 21 20 24 35 21 25 25 22 28 23 2341 49 38
leaf_count=20 20 22 21 22 22 31 28 20 27 22 26 38 34 22 28 26 20 21 20 24 35 21 25 25 22 28 23 2341 49 38
internal_value=0 8.63048e-08 1.54333e-05 -1.19324e-07 1.72922e-08 -7.43041e-08 8.60382e-08 -2.68665e-08 1.13766e-07 -3.2447e-08 7.86365e-08 1.13033e-05 -1.75746e-07 -1.2244e-05 1.52618e-08 -2.1819e-07 -7.69743e-08 1.83008e-07 -8.3369e-06 -3.0702e-07 5.69048e-06 -1.53996e-08 -9.81401e-06 2.88042e-06 2.72109e-07 1.18374e-07 2.73034e-07 4.2144e-08 2.41982e-07 2.80687e-08
internal_weight=0 3101 41 3060 3038 3016 2985 2957 2937 2910 2888 64 2824 44 2780 2746 2720 2637 83 2617 63 2596 74 49 2522 2501 2473 2451 2428 2379
internal_count=3121 3101 41 3060 3038 3016 2985 2957 2937 2910 2888 64 2824 44 2780 2746 2720 2637 83 2617 63 2596 74 49 2522 2501 2473 2451 2428 2379
is_linear=0
shrinkage=0.1


Tree=4942
num_leaves=31
num_cat=0
split_feature=11 34 1 33 10 9 44 1455 484 158 482 52 3 3 15 39 47 401 41 132 1186 132 15 2 12 2 15 15 401 4
split_gain=3.40332e-07 3.70671e-07 1.80667e-06 1.22213e-06 9.9785e-07 1.20718e-06 3.78144e-07 1.17856e-06 1.4929e-06 8.16184e-07 5.15541e-07 2.59562e-06 1.58178e-06 1.53637e-06 2.04247e-06 1.28959e-06 4.11433e-07 4.50295e-07 5.64508e-07 4.47161e-07 1.12226e-05 5.49508e-06 8.85658e-07 5.15205e-07 7.50191e-07 6.85335e-07 5.63467e-07 7.83615e-07 4.38881e-07 1.21769e-06
threshold=-0.072629999999999986 -0.057544999999999992 0.10205500000000002 -1.0000000180025095e-35 -0.012544999999999999 -0.079919999999999977 0.099360000000000018 0.11192500000000001 -0.066844999999999988 -0.46695499999999995 0.090355000000000005 0.12445000000000002 -0.049509999999999992 -0.096099999999999977 -0.026084999999999994 0.15619500000000003 0.13975500000000002 0.13837000000000002 0.11457000000000002 -0.083284999999999984 1.0000000180025095e-35 -0.069704999999999989 0.092400000000000024 0.089320000000000024 0.090165000000000009 0.10136500000000002 0.084510000000000016 0.083840000000000012 0.11769000000000002 -0.07533999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 -6 7 9 -9 -5 15 12 13 -12 -15 16 17 18 19 20 22 -21 23 24 26 -25 27 -11 -23 -30
right_child=1 3 4 6 5 -7 -8 8 -10 10 11 -13 -14 14 -16 -17 -18 -19 -20 21 -22 28 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-1.2687478285789396e-05 2.9371088603511451e-05 -2.4752910708230047e-05 1.6430208986341975e-05 -1.5038729124070315e-05 2.4302699154889397e-06 -2.8367453135160763e-05 -1.0937193934707114e-05 3.5650382224481469e-05 -2.0565557428025863e-06 5.5008271641307385e-06 -1.6683410874628906e-05 3.9413622998836219e-05 -2.3732314048174885e-05 3.0219933605621919e-05 -7.6561006456662049e-06 -2.547006556596898e-05 1.3635717565111091e-05 -1.5044468200358095e-05 -1.6315057218023521e-05 -5.1152109357471572e-05 7.5693633438049811e-05 2.5247143957093011e-08 -2.2692321432432871e-05 2.0735402652214611e-05 -1.9152127011963144e-05 -2.8501582400102571e-06 1.0598720784342262e-05 -2.1564089693129062e-05 -5.7519851487506042e-06 2.5157811876852066e-05
leaf_weight=21 25 20 22 36 35 20 31 21 21 23 21 20 22 35 24 20 22 20 21 21 20 2400 21 22 27 28 31 20 26 25
leaf_count=21 25 20 22 36 35 20 31 21 21 23 21 20 22 35 24 20 22 20 21 21 20 2400 21 22 27 28 31 20 26 25
internal_value=0 8.5951e-08 6.01424e-06 -1.15745e-07 -1.56916e-06 -8.7689e-06 4.9716e-08 1.65289e-07 1.67969e-05 -7.5168e-08 1.12594e-07 6.47345e-06 1.45953e-08 6.545e-06 1.48127e-05 -1.69905e-07 1.56477e-08 -9.51255e-08 1.6229e-08 1.44967e-07 4.79374e-06 -2.16103e-07 -3.45043e-06 -7.74407e-07 -4.88426e-06 7.52749e-06 3.21589e-07 -7.08751e-06 2.20313e-07 9.39988e-06
internal_weight=0 3100 102 2998 77 55 2978 2947 42 2905 2869 122 102 80 59 2747 2727 2705 2685 2664 192 2472 172 151 101 50 74 43 2451 51
internal_count=3121 3100 102 2998 77 55 2978 2947 42 2905 2869 122 102 80 59 2747 2727 2705 2685 2664 192 2472 172 151 101 50 74 43 2451 51
is_linear=0
shrinkage=0.1


Tree=4943
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 33 0 34 97 9 3 2 0 40 1 120 15 4 4 3 44 14 15 1 1 12 1428 157 1 1 160
split_gain=3.68175e-07 2.06704e-06 1.07238e-06 9.2901e-07 3.87338e-07 1.20514e-06 8.1069e-07 3.18469e-06 1.3123e-06 2.46479e-06 9.71288e-07 2.85739e-06 7.91547e-07 4.30906e-07 1.01632e-06 8.13187e-07 4.37501e-07 6.93149e-07 6.09176e-07 6.0499e-07 2.67959e-06 1.63238e-06 5.7362e-07 6.63521e-07 7.55693e-07 7.24042e-07 9.67916e-07 6.19993e-07 5.05898e-06 2.83757e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 0.085305000000000006 -0.078904999999999989 -0.057544999999999992 -0.063039999999999985 0.091600000000000015 -0.014944999999999998 -1.0000000180025095e-35 -0.074479999999999977 -0.082294999999999993 0.16540500000000002 1.0000000180025095e-35 -0.5556049999999999 0.51388000000000011 0.42642000000000008 -0.095524999999999985 0.099360000000000018 -0.23960999999999996 -0.23032499999999997 0.13534000000000004 0.11846000000000002 0.096645000000000009 -0.071779999999999997 0.51508000000000009 0.092390000000000014 0.093100000000000002 0.11205000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 12 10 -10 11 -8 -3 14 15 -12 17 19 -19 20 -17 -22 23 25 -25 -23 27 -27 -29 -30
right_child=1 4 -4 -5 5 -7 8 -9 9 -11 13 -13 -14 -15 -16 16 -18 18 -20 -21 21 22 -24 24 -26 26 -28 28 29 -31
leaf_value=8.8388942807362347e-07 3.1560375888754309e-05 7.1380434582320531e-06 -2.5427229781728657e-05 -1.9716804410563783e-05 -2.6802157948882918e-05 5.1387827978841313e-06 4.2959049487762975e-05 4.238178801394745e-05 6.7943466819997409e-06 -4.2852355362583695e-05 1.9238654679363456e-05 -7.7523817917608543e-06 -1.8721596259752007e-05 1.4594702552130912e-05 -1.6596388147226625e-05 3.5498168342331026e-05 -1.4801551910750277e-05 -4.6549886974389667e-06 1.6117586716291045e-05 -1.6025051517469063e-05 -2.2134547608028003e-05 -1.7834573964137234e-05 -1.2259944462225816e-05 1.6955987515151113e-05 -3.4895404277104434e-06 6.1787084159529861e-07 1.9973705881663288e-05 -4.8193953368051256e-05 -2.8529527928634657e-06 3.4828991989516435e-05
leaf_weight=176 21 29 21 25 21 27 20 22 20 20 22 25 20 20 37 21 20 20 48 24 34 23 38 48 29 1808 24 24 413 21
leaf_count=176 21 29 21 25 21 27 20 22 20 20 22 25 20 20 37 21 20 20 48 24 34 23 38 48 29 1808 24 24 413 21
internal_value=0 3.00555e-07 -3.9249e-06 -1.67839e-06 7.24609e-08 -8.83538e-06 2.23548e-07 1.07742e-05 -4.79631e-08 -1.8029e-05 2.16561e-07 1.4786e-05 -3.41691e-06 -2.86243e-08 -1.38823e-07 9.38597e-08 -6.84468e-08 4.59851e-08 1.0008e-05 -2.24225e-07 -7.14988e-08 -3.74896e-07 -7.01888e-08 1.23623e-07 9.25572e-06 -1.80385e-07 -3.07255e-09 -2.14654e-07 -3.50113e-06 -1.02963e-06
internal_weight=0 2899 222 201 2878 48 2830 71 2759 40 2719 45 49 2674 2654 2617 2595 2575 68 2507 2483 2462 2428 2390 77 2313 2290 2266 458 434
internal_count=3121 2899 222 201 2878 48 2830 71 2759 40 2719 45 49 2674 2654 2617 2595 2575 68 2507 2483 2462 2428 2390 77 2313 2290 2266 458 434
is_linear=0
shrinkage=0.1


Tree=4944
num_leaves=31
num_cat=0
split_feature=9 10 1 2 12 46 16 1428 473 33 471 11 12 1426 147 148 1 1 1 1 0 0 1 0 1 9 2 1210 1 43
split_gain=3.54136e-07 1.11686e-06 2.10886e-06 7.8396e-07 5.66174e-07 4.33825e-07 5.76756e-07 5.51541e-07 7.06316e-07 4.20103e-07 4.07831e-07 4.98768e-07 2.29861e-06 7.87574e-07 4.56434e-07 2.47188e-06 5.13331e-07 6.18626e-06 4.96196e-06 3.24295e-06 2.02971e-06 1.64414e-06 1.95276e-06 2.08696e-06 3.5257e-06 1.58209e-06 4.64843e-06 1.53992e-06 1.61484e-06 6.87902e-06
threshold=0.092410000000000006 0.053330000000000009 0.11829500000000003 -0.090999999999999984 -0.010834999999999999 0.084955000000000017 -0.072804999999999981 -0.071779999999999997 -0.072684999999999986 0.085305000000000006 -0.083284999999999984 0.090070000000000025 0.10149500000000002 -0.068029999999999993 0.094705000000000011 -0.068554999999999991 0.092945000000000014 0.092235000000000025 0.093575000000000019 0.091615000000000016 -0.23051499999999997 -0.23051499999999997 0.094220000000000012 -0.14794999999999997 0.10708500000000001 -1.0000000180025095e-35 -0.013254999999999998 -0.42132499999999995 0.090405000000000013 -0.041739999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 7 -7 -5 -9 10 -10 13 -13 -12 16 -16 17 19 -18 20 -15 -20 -23 24 -24 26 -25 -22 -29 -30
right_child=4 2 -4 5 -6 6 -8 8 9 -11 11 12 -14 14 15 -17 18 -19 21 -21 27 22 23 25 -26 -27 -28 28 29 -31
leaf_value=1.7045707772922471e-05 1.9908656268734892e-05 -3.9773572011654325e-05 5.5987933765642266e-06 -1.3274545386821047e-05 -9.4528611953137449e-07 -6.6563339563193342e-07 2.2327682743537028e-05 1.8653690385690428e-05 -1.3656857465155719e-05 -1.3379011597436375e-05 -1.7513944702001864e-05 2.8982189108622457e-05 -8.7397684416958197e-06 2.9239644910224645e-05 3.1652380661958329e-05 -9.8588801506593888e-06 -4.9304707995774652e-05 4.726268540744221e-05 -2.1227539479552531e-05 -4.0135149174602705e-05 2.6287586131895133e-05 3.0173513420907386e-05 4.6196017084791192e-05 6.3786997218682839e-06 7.3596559914067721e-07 -1.4167435479567619e-06 -5.5860316344825115e-05 1.7580384854075722e-07 1.7519702038271134e-05 -5.3223315949758728e-05
leaf_weight=27 23 20 21 32 30 24 20 20 22 24 26 30 35 24 26 32 22 28 38 20 22 21 24 28 59 472 21 1875 28 27
leaf_count=27 23 20 21 32 30 24 20 20 22 24 26 30 35 24 26 32 22 28 38 20 22 21 24 28 59 472 21 1875 28 27
internal_value=0 -1.39998e-07 -1.65341e-05 8.20554e-08 8.10454e-06 -7.06175e-08 9.78587e-06 -2.17331e-07 -7.44341e-08 -2.03416e-07 -9.36191e-08 1.07865e-08 8.67037e-06 -1.90743e-07 -2.79665e-08 8.74962e-06 -2.15896e-07 5.84923e-07 -2.58211e-06 -6.98749e-08 3.35644e-07 -1.03174e-06 1.96167e-07 -8.46092e-07 1.3881e-05 -3.19226e-06 -2.02952e-05 -1.9733e-08 -3.19609e-07 -1.72087e-05
internal_weight=0 3068 41 3027 53 3000 44 2956 2924 2904 2880 2858 65 2793 2767 58 2709 2024 685 1996 1976 663 625 604 83 521 49 1952 1930 55
internal_count=3121 3068 41 3027 53 3000 44 2956 2924 2904 2880 2858 65 2793 2767 58 2709 2024 685 1996 1976 663 625 604 83 521 49 1952 1930 55
is_linear=0
shrinkage=0.1


Tree=4945
num_leaves=31
num_cat=0
split_feature=1204 1185 403 3 403 403 402 1210 1209 43 1209 2 2 51 484 158 484 0 2 3 474 45 160 148 151 151 16 12 155 16
split_gain=3.47037e-07 3.69984e-07 4.4729e-07 4.39083e-06 6.60986e-07 1.06615e-06 1.02663e-06 1.07566e-06 3.89223e-07 3.28783e-06 8.11467e-07 3.75349e-07 2.6935e-06 1.94541e-06 1.93797e-06 3.32863e-06 1.34699e-06 1.23865e-06 1.50469e-06 4.71991e-06 1.66481e-06 1.25293e-06 1.03218e-06 9.29332e-07 1.83758e-06 2.9754e-06 1.13393e-06 3.7592e-06 1.4984e-06 9.72707e-07
threshold=0.053645000000000005 -0.10973499999999999 -0.5492149999999999 -0.085784999999999986 -0.5425549999999999 -0.5335399999999999 0.23460000000000003 -0.094799999999999982 -0.084629999999999997 -0.0047449999999999992 -0.065739999999999979 0.10912000000000001 0.11018500000000002 -0.44986999999999994 0.10126500000000001 0.10654500000000001 0.085655000000000023 -0.24955499999999997 0.10613000000000002 -0.010424999999999999 -0.14697499999999997 0.082470000000000016 0.088405000000000011 -0.07546499999999999 -0.064119999999999996 -0.083844999999999989 0.62682500000000008 0.098330000000000015 0.10532500000000002 -0.08595499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 7 -7 9 -9 -10 13 -13 -12 15 16 22 -15 20 -20 -19 -22 23 -14 25 -25 28 -28 29 -26
right_child=-2 2 4 -5 5 6 -8 8 10 -11 11 12 14 17 -16 -17 -18 18 19 -21 21 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-1.3660983968293293e-05 1.0703595344239148e-05 4.4873257311770607e-05 -1.8297652441106039e-05 -1.3284247217919022e-05 2.29536133883812e-05 1.9830331840003729e-05 -1.9996318461870454e-05 -1.7341010838704692e-05 -1.8298693932592869e-05 3.8680306588503306e-05 -2.699137756475726e-05 3.719674471843367e-05 1.5906469744939906e-05 2.3704393398864861e-05 -2.3585354122793259e-05 3.5087050096551356e-05 -2.0665146684191787e-05 2.717227616813034e-05 4.5896079149284124e-07 -5.4870525751279529e-05 -7.2510635812538135e-07 2.3823872331940083e-05 1.806354176421467e-05 -9.5299389146463452e-07 8.4355764076863989e-06 -4.8826383517734941e-05 -4.2432822076741359e-05 1.7469790727773218e-05 2.9387660478754525e-05 -3.047393991777044e-06
leaf_weight=20 30 21 20 34 20 27 26 22 25 20 28 21 35 21 31 29 29 22 58 21 2082 21 35 37 127 20 22 20 21 176
leaf_count=20 30 21 20 34 20 27 26 22 25 20 28 21 35 21 31 29 29 22 58 21 2082 21 35 37 127 20 22 20 21 176
internal_value=0 -1.03885e-07 -1.55939e-08 8.92135e-06 -1.78569e-07 -5.76135e-08 -2.12259e-07 -3.78908e-08 -2.21415e-07 9.33581e-06 -3.60743e-07 -2.03723e-07 2.01223e-06 -7.96808e-07 7.42685e-07 2.11141e-06 2.79433e-07 -4.67168e-07 -6.97478e-07 -1.42489e-05 -1.93685e-07 -4.79967e-07 1.51147e-06 2.46571e-07 -1.04917e-06 -1.77507e-05 1.55189e-06 -1.39078e-05 3.55592e-06 1.7656e-06
internal_weight=0 3091 3071 55 3016 2996 2976 2950 2923 42 2881 2856 603 2253 582 551 522 2225 2204 79 2125 2103 493 458 423 57 366 42 324 303
internal_count=3121 3091 3071 55 3016 2996 2976 2950 2923 42 2881 2856 603 2253 582 551 522 2225 2204 79 2125 2103 493 458 423 57 366 42 324 303
is_linear=0
shrinkage=0.1


Tree=4946
num_leaves=31
num_cat=0
split_feature=1211 43 401 401 133 133 402 1211 1211 43 1203 1200 1203 390 133 15 15 15 9 51 484 12 401 13 15 15 475 133 52 1
split_gain=3.5255e-07 1.16672e-06 4.4768e-07 1.23249e-06 9.79585e-07 2.55312e-06 9.2651e-07 4.51117e-07 5.9909e-07 8.16411e-07 4.43153e-07 1.68504e-06 6.04159e-07 3.96392e-07 1.00091e-06 4.06808e-07 3.444e-06 2.67857e-06 1.39223e-06 1.32754e-06 1.52398e-06 1.53655e-06 8.93417e-07 1.03505e-06 1.26427e-06 1.02894e-06 8.84666e-07 8.84512e-07 1.48167e-06 1.05964e-06
threshold=0.11716500000000001 0.062770000000000006 -0.46360499999999999 -0.13200999999999999 0.51114000000000004 0.55672500000000014 -0.26616499999999993 0.10809000000000001 0.087635000000000005 0.060960000000000007 0.089745000000000019 0.084780000000000008 0.087075000000000014 0.087590000000000015 -0.089569999999999983 -0.10203999999999998 -0.099734999999999976 -0.10653 0.08925000000000001 -0.10316499999999999 -0.088124999999999981 0.11527000000000001 0.094270000000000007 1.0000000180025095e-35 -0.11713499999999999 -0.13578499999999996 -0.069854999999999987 0.090445000000000011 0.039215000000000007 0.099660000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 -5 8 10 -10 12 -12 13 15 -15 17 -17 19 -18 -8 -21 22 23 24 25 26 -22 29 -29 -28
right_child=1 -3 3 4 5 -7 7 -9 9 -11 11 -13 -14 14 -16 16 18 -19 -20 20 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.2959531751995974e-05 1.9636958426638034e-05 -1.0972098552883837e-05 1.9194683082704698e-05 1.9975755474107522e-05 -4.1435680996073645e-05 6.9415730195032666e-06 -1.9664746555610046e-05 -1.4777440229149112e-05 1.9887814233122889e-05 -4.8349818164503881e-06 -2.5447108159510366e-05 1.0797502324314101e-05 1.5698928579392182e-05 2.5596911391403414e-05 -5.3127865116535266e-06 -4.2278152795915959e-05 -8.6761426115325359e-07 3.1147863340568928e-05 2.2409963331973323e-05 2.6247991437837001e-05 1.8267205461558225e-05 2.4941727652579478e-05 1.8500142862814592e-05 -1.7036020428696204e-05 -2.4172716040907074e-05 1.9836025091569387e-05 -1.4614846260908076e-05 2.569670318566582e-05 -9.2639848348467665e-06 4.0963205824359526e-08
leaf_weight=27 33 20 33 23 20 24 31 21 34 22 29 23 24 20 22 20 2185 30 26 24 23 24 22 42 21 27 74 27 22 148
leaf_count=27 33 20 33 23 20 24 31 21 34 22 29 23 24 20 22 20 2185 30 26 24 23 24 22 42 21 27 74 27 22 148
internal_value=0 8.08637e-06 -1.3969e-07 -2.58671e-08 -2.36731e-07 -1.50481e-05 -1.68591e-08 -1.73211e-07 -6.81803e-08 1.01753e-05 -2.68472e-07 -9.41584e-06 -9.93169e-08 -2.35313e-07 9.40612e-06 -3.82779e-07 -9.67567e-07 2.15055e-06 -5.93884e-07 3.56897e-07 1.72401e-06 3.55233e-07 -1.09816e-06 -2.22097e-06 -4.01583e-07 1.15354e-06 -5.62201e-07 -2.16027e-06 1.00001e-05 -4.84431e-06
internal_weight=0 53 3068 3041 3008 44 2964 2941 2920 56 2864 52 2812 2788 42 2746 2231 515 2211 485 454 430 406 384 342 321 294 271 49 222
internal_count=3121 53 3068 3041 3008 44 2964 2941 2920 56 2864 52 2812 2788 42 2746 2231 515 2211 485 454 430 406 384 342 321 294 271 49 222
is_linear=0
shrinkage=0.1


Tree=4947
num_leaves=31
num_cat=0
split_feature=34 34 97 9 3 2 4 10 149 49 49 12 52 49 1 49 151 49 457 15 51 448 484 49 1374 484 484 51 150 159
split_gain=3.70094e-07 7.01402e-07 1.94602e-06 1.08148e-06 3.32385e-06 7.57298e-07 3.02791e-06 5.66488e-07 3.88208e-07 7.21913e-07 1.73943e-06 1.14621e-06 1.26571e-06 8.28828e-07 2.02636e-06 7.32797e-07 2.14366e-06 1.91261e-06 1.74276e-06 1.41622e-06 1.86966e-06 9.33456e-07 6.45767e-07 6.94679e-06 3.50909e-06 2.16205e-06 2.39814e-06 1.60536e-06 1.47988e-06 1.40367e-06
threshold=-0.112215 -0.057544999999999992 -0.079444999999999988 0.091600000000000015 -0.13309499999999996 -1.0000000180025095e-35 0.053180000000000012 -0.0093599999999999985 0.075040000000000009 -0.10069499999999999 -0.088694999999999982 0.088365000000000013 -0.013374999999999998 -0.079429999999999987 0.088770000000000016 -0.050619999999999991 -0.0033899999999999994 -0.045154999999999994 0.10378500000000002 -0.016799999999999995 0.089685000000000001 1.0000000180025095e-35 0.091180000000000011 0.11236 0.087855000000000016 0.088135000000000005 0.086430000000000021 -0.076794999999999988 0.099310000000000009 0.11084000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 5 -5 6 -3 -2 9 11 -11 12 -7 14 -12 16 19 -17 21 20 -15 22 24 27 25 26 28 -24 -19 -29
right_child=1 3 -4 4 -6 8 -8 -9 -10 10 13 -13 -14 15 -16 17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-1.0871938071255912e-05 6.9623728525887902e-06 -8.6484826949474932e-06 3.2441787807329094e-05 1.7216528503922747e-05 -3.5072457361703495e-05 1.3468308400031396e-06 4.2296134379284924e-05 -1.476486622777884e-05 -7.1384634222077264e-06 -2.5431910378554478e-05 3.2178422312696331e-05 -7.283993024235056e-06 3.1491722168842298e-05 -3.3004320734367604e-05 -3.6511037406901447e-06 2.6600256333714006e-05 -3.3957431901399106e-05 -3.6320894606690334e-07 -2.2001943585160512e-05 1.6159775794500502e-05 9.7173668655159412e-06 2.167537739296677e-05 -2.7876121503140898e-05 5.9809349130816938e-05 -4.2171062896159133e-05 -3.2039517706531727e-05 3.3831508162187502e-05 6.544952729192661e-06 2.6960757726328665e-05 -2.2086992557888153e-05
leaf_weight=31 30 28 25 20 31 26 20 20 76 27 27 28 30 21 38 27 25 2222 36 31 20 20 20 21 20 21 21 119 20 20
leaf_count=31 30 28 25 20 31 26 20 20 76 27 27 28 30 21 38 27 25 2222 36 31 20 20 20 21 20 21 21 119 20 20
internal_value=0 1.09079e-07 9.66158e-06 -1.28546e-07 -1.4567e-05 1.19889e-07 1.25784e-05 -1.72852e-06 -8.51902e-08 1.03559e-07 -1.74786e-07 9.23592e-06 1.74959e-05 7.51017e-08 1.12319e-05 -1.97118e-07 -8.72914e-06 1.25284e-07 -1.56143e-07 3.06896e-08 -1.21645e-05 1.57934e-07 -1.53145e-08 5.75324e-06 -4.65983e-07 -1.0079e-07 1.95593e-07 -1.38624e-06 -1.19463e-07 2.42525e-06
internal_weight=0 3090 75 3015 51 2964 48 50 2916 2840 2756 84 56 2729 65 2664 97 2567 2540 72 41 2504 2484 180 2304 2284 2263 159 2242 139
internal_count=3121 3090 75 3015 51 2964 48 50 2916 2840 2756 84 56 2729 65 2664 97 2567 2540 72 41 2504 2484 180 2304 2284 2263 159 2242 139
is_linear=0
shrinkage=0.1


Tree=4948
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 132 130 4 2 43 1204 33 13 34 1 33 10 45 142 40 1 120 15 9 1132 1 1 1 2 43
split_gain=3.53122e-07 1.00643e-05 5.56537e-06 1.57443e-06 3.77929e-07 3.72745e-07 1.19961e-06 7.96659e-07 7.93799e-07 5.54696e-07 7.53844e-07 3.49306e-07 1.15021e-06 7.12144e-07 2.75236e-06 9.74088e-07 4.52292e-07 3.51644e-07 7.36457e-07 3.7225e-07 9.96618e-07 1.23682e-06 1.529e-06 6.65226e-07 4.95906e-07 4.62995e-07 1.0369e-06 6.21287e-07 7.57121e-07 1.6287e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.044384999999999994 -0.41127499999999995 0.10923000000000001 0.10528000000000001 0.092875000000000013 -0.0095349999999999983 -0.084954999999999989 0.085305000000000006 -0.090639999999999984 -0.057544999999999992 0.10612500000000001 -1.0000000180025095e-35 -0.0087699999999999983 0.094030000000000016 -1.0000000180025095e-35 0.10394000000000002 0.16540500000000002 1.0000000180025095e-35 -0.5556049999999999 0.088235000000000022 0.048480000000000009 0.13534000000000004 0.14516000000000004 0.11588000000000001 0.13404500000000005 -0.077824999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -4 6 -1 8 9 -7 -11 13 -13 14 -6 -15 -16 18 -17 20 21 22 -20 24 25 27 -27 -24 29 -29
right_child=2 -3 4 -5 11 7 -8 -9 -10 10 -12 12 -14 15 16 17 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=2.5899509319060601e-05 -5.0397438528968705e-05 6.9697327502841043e-05 1.1448721607880074e-05 -2.9712038254245952e-05 4.0388041573654242e-05 6.3199658929865901e-06 -7.5873594660745013e-06 -1.9654728400738626e-05 1.8834326720025278e-05 4.8227310757779792e-06 -1.9074834029776287e-05 7.6553575285209309e-06 -2.3331307376793124e-05 -2.2125247014628257e-05 7.1467036126667459e-06 1.8812142627125251e-05 -1.1890463306721919e-05 -9.6570085465705126e-06 2.7087336714733586e-05 -1.0708960100203058e-05 2.2379748079401908e-05 -1.9567192224911879e-05 -4.6491301036907011e-07 1.7306924990572788e-05 1.514548326841101e-05 -1.8927949844137172e-05 6.8534150349600725e-06 1.7738464834780498e-05 1.7056308375787112e-05 -8.554130752805401e-06
leaf_weight=20 22 21 29 20 21 37 23 23 20 22 33 23 25 20 24 21 26 37 21 32 20 32 2296 22 21 39 26 38 45 62
leaf_count=20 22 21 29 20 21 37 23 23 20 22 33 23 25 20 24 21 26 37 21 32 20 32 2296 22 21 39 26 38 45 62
internal_value=0 3.87206e-06 -2.92207e-07 -3.10941e-06 9.05415e-08 -1.20348e-07 7.98793e-06 -2.70298e-06 7.78177e-07 -3.14707e-06 -9.51581e-06 -2.49924e-08 -8.48353e-06 1.19856e-07 1.00073e-05 -1.37102e-07 -2.75262e-06 2.50528e-08 1.58973e-07 1.13781e-08 1.42214e-07 -2.87128e-08 2.14568e-07 -6.82408e-09 -1.57557e-07 -2.85795e-07 -8.6154e-06 -6.39905e-08 6.28441e-06 1.43706e-06
internal_weight=0 219 2902 198 2880 178 43 135 112 92 55 2851 48 2803 71 2732 50 2712 2675 2654 2622 2602 2570 2549 2527 2506 65 2441 145 100
internal_count=3121 219 2902 198 2880 178 43 135 112 92 55 2851 48 2803 71 2732 50 2712 2675 2654 2622 2602 2570 2549 2527 2506 65 2441 145 100
is_linear=0
shrinkage=0.1


Tree=4949
num_leaves=31
num_cat=0
split_feature=34 10 0 9 9 158 484 13 4 46 1456 2 132 1204 1456 403 160 160 130 4 4 16 0 1 130 159 52 13 403 484
split_gain=3.57779e-07 5.98532e-07 2.99005e-06 2.81145e-06 4.96091e-07 4.04851e-07 1.01794e-06 1.53594e-06 1.07064e-06 5.45922e-07 4.76116e-07 5.19389e-07 4.4746e-06 8.43858e-06 3.44491e-06 2.41133e-06 1.54718e-06 2.80043e-06 1.53432e-06 1.29905e-06 5.43907e-06 3.09461e-06 2.43236e-06 8.30724e-06 1.55355e-06 1.53416e-06 3.20908e-06 1.67271e-06 1.73518e-06 1.65938e-06
threshold=-0.112215 0.0036750000000000007 -0.080119999999999983 0.092890000000000014 0.088235000000000022 -0.14117999999999997 -0.096419999999999992 -0.07743499999999999 -0.020529999999999996 0.084955000000000017 0.11772000000000001 0.083715000000000026 -0.083284999999999984 -0.078604999999999994 0.04871000000000001 -0.55683499999999986 -0.55248999999999981 -0.53379499999999991 0.0043850000000000009 -0.083644999999999983 -0.081224999999999978 -0.08947999999999999 -0.10474999999999998 0.094220000000000012 -1.0000000180025095e-35 -0.10296999999999999 0.2800700000000001 -0.066634999999999986 -0.52336499999999997 -0.078424999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 -2 -8 -9 10 11 12 -7 -14 18 -13 -17 -18 19 21 -21 -15 23 -22 -23 -24 27 29 -29 -27
right_child=1 2 3 -5 -6 9 7 8 -10 -11 -12 15 13 14 -16 16 17 -19 -20 20 22 24 25 -25 -26 26 -28 28 -30 -31
leaf_value=-1.0689535218027172e-05 1.1590348102799909e-05 4.1807744964899028e-05 -3.1480831482137249e-05 1.8151470600059839e-05 -1.385205087689638e-05 3.64592416534268e-05 -2.5783338260692128e-05 1.8521543788665441e-05 -1.34467227579452e-05 1.2150354195072349e-05 -1.0888425994237103e-05 -3.2734581827753574e-05 -5.4022336546579571e-05 -4.4801667181673115e-05 4.3917310235883634e-05 -2.1029609786832487e-05 3.2784818848505471e-05 -2.4169534469265494e-07 2.8955150687579588e-05 4.490381685047459e-05 6.5443416473420288e-05 2.3323065652220978e-05 2.0134341632781018e-05 -1.5032734769067309e-05 -8.9976465711390181e-06 -2.0365385764237617e-05 -4.3101839244172881e-05 -3.7266500017029191e-05 -5.8509063430173472e-06 6.5292520879759258e-06
leaf_weight=31 25 20 21 25 26 37 39 20 22 38 39 23 27 20 20 35 26 2050 20 29 23 20 28 29 58 26 20 21 108 195
leaf_count=31 25 20 21 25 26 37 39 20 22 38 39 23 27 20 20 35 26 2050 20 29 23 20 28 29 58 26 20 21 108 195
internal_value=0 1.07237e-07 9.52794e-06 -4.50675e-06 -9.83736e-08 2.09044e-08 -6.04895e-06 -1.14932e-05 1.77626e-06 2.43382e-07 8.48446e-08 2.36872e-07 2.64141e-06 6.98455e-07 3.09304e-06 -5.3046e-07 -1.79586e-07 1.71932e-07 1.7254e-06 7.81558e-07 2.92775e-06 -9.70853e-06 2.22631e-07 2.05625e-05 -7.10284e-07 -2.43484e-06 -4.14278e-06 -1.91654e-06 -1.09651e-05 3.36518e-06
internal_weight=0 3090 66 46 3024 2998 106 81 42 2892 2854 2815 681 644 617 2134 2111 2076 597 577 479 98 450 52 78 398 370 350 129 221
internal_count=3121 3090 66 46 3024 2998 106 81 42 2892 2854 2815 681 644 617 2134 2111 2076 597 577 479 98 450 52 78 398 370 350 129 221
is_linear=0
shrinkage=0.1


Tree=4950
num_leaves=31
num_cat=0
split_feature=132 1203 399 393 1176 1208 1208 403 2 403 12 12 43 15 12 12 39 9 33 124 9 1453 15 16 15 15 402 3 15 48
split_gain=4.46162e-07 2.26542e-06 2.09922e-06 4.42541e-07 4.0381e-07 3.87509e-07 6.60788e-07 5.32504e-07 3.6841e-06 9.7701e-07 4.42949e-07 1.55502e-06 1.26988e-06 1.61782e-06 4.77801e-07 4.58782e-07 4.37332e-07 1.84861e-06 1.70823e-06 6.95284e-07 5.9843e-07 4.10593e-07 4.26074e-07 4.91641e-07 2.33516e-06 4.46014e-06 1.47125e-06 1.14295e-06 1.91771e-06 2.12821e-06
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.10992000000000002 0.086510000000000017 0.11846000000000001 0.10683000000000002 -0.53960999999999981 0.083715000000000026 -0.52800499999999995 0.11650500000000001 0.12757000000000002 -0.23714499999999997 0.13592500000000005 0.11351500000000002 0.10866500000000003 -1.0000000180025095e-35 0.092235000000000011 -0.018454999999999996 -0.079269999999999993 0.037245000000000007 0.10676500000000001 0.19724500000000003 -0.15241499999999997 0.013270000000000002 0.083195000000000005 0.087880000000000014 -0.0069549999999999994 -0.040804999999999994 -0.031249999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -2 -9 14 -12 -13 -14 15 16 19 18 -18 -11 21 22 23 24 26 -26 27 -20 29 -29
right_child=2 -3 -4 -5 -6 -7 -8 9 -10 10 11 12 13 -15 -16 -17 17 -19 20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.1133464338353388e-06 4.1772915105039745e-05 -3.6444520538907455e-05 2.3675557971919742e-05 -1.4806638846494026e-05 1.4280010286711333e-05 1.2673237665694615e-05 -1.6968046743979517e-05 -2.023745738976383e-05 -1.0168908195535349e-05 -2.3733319184512684e-06 2.4005612770933487e-05 1.5968795196386054e-05 -3.0611938461294375e-05 6.1376405647024526e-06 -1.218904538043055e-05 1.2214761967091665e-05 2.9026404083651867e-05 -2.3906354638739054e-05 8.2400125654658042e-06 2.3388666927530722e-05 -1.3116039139681057e-05 -1.4394748777704081e-05 1.3538206455806452e-05 4.7353913968986735e-07 -5.8742039580768812e-05 -1.2733228281965293e-07 -2.5013794939613121e-05 3.0361375265783864e-05 -3.0930838384728818e-05 -5.4334884396212146e-06
leaf_weight=196 22 20 38 20 20 24 23 24 36 22 34 26 23 25 33 30 20 33 140 20 36 20 23 1995 21 34 22 20 23 98
leaf_count=196 22 20 38 20 20 24 23 24 36 22 34 26 23 25 33 30 20 33 140 20 36 20 23 1995 21 34 22 20 23 98
internal_value=0 -4.38475e-06 3.26032e-07 1.65513e-08 1.20683e-07 2.05112e-08 -8.78246e-08 5.18319e-08 9.53316e-06 -1.50195e-07 2.84908e-08 6.3032e-06 -1.83034e-06 -1.14715e-05 -2.33157e-07 -7.88578e-08 -2.24805e-07 -3.95832e-07 -7.94178e-08 9.89429e-06 -3.18775e-07 -1.26495e-07 -6.39233e-09 -1.38787e-07 -3.55105e-06 -2.25075e-05 -1.10117e-07 1.83964e-06 -4.51534e-06 6.33438e-07
internal_weight=0 216 2905 2867 2847 2827 2803 2780 58 2722 2698 108 74 48 2590 2557 2527 2485 2452 42 2432 2396 2376 2353 358 55 303 281 141 118
internal_count=3121 216 2905 2867 2847 2827 2803 2780 58 2722 2698 108 74 48 2590 2557 2527 2485 2452 42 2432 2396 2376 2353 358 55 303 281 141 118
is_linear=0
shrinkage=0.1


Tree=4951
num_leaves=31
num_cat=0
split_feature=448 0 1453 4 1455 158 158 42 1453 1447 1447 42 1447 1447 479 479 160 4 50 43 43 157 1420 1451 1419 1455 4 3 0 12
split_gain=3.68077e-07 1.03876e-06 3.9173e-07 2.06204e-06 2.97036e-06 5.9355e-07 1.53708e-06 9.63314e-07 6.23074e-07 5.28808e-07 4.4207e-06 2.41395e-06 1.8182e-06 8.59053e-07 1.41388e-06 8.10802e-07 7.70341e-07 6.81559e-07 5.0435e-07 2.73322e-06 4.69457e-06 1.1466e-06 8.71209e-07 7.90775e-07 9.61135e-07 6.7664e-07 6.52605e-07 1.86629e-06 8.00416e-07 2.72912e-06
threshold=0.068920000000000023 -0.26609999999999995 -0.079499999999999987 -0.081609999999999988 0.087480000000000016 0.11245500000000001 0.12794000000000003 0.091295000000000015 -0.076539999999999983 -0.086424999999999988 -0.085804999999999979 0.087665000000000007 -0.084334999999999979 -0.082824999999999982 0.10713500000000002 0.086465000000000014 -0.090764999999999985 0.63113500000000011 -0.099524999999999988 -0.095049999999999982 -0.064334999999999989 0.63604500000000008 -0.085404999999999995 0.084085000000000007 0.091465000000000005 -0.092919999999999989 -0.50940999999999981 -0.098469999999999988 0.12445000000000002 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 8 -7 -8 -4 11 -11 16 -12 -14 15 17 -10 18 19 -15 -21 22 -20 24 25 -24 27 -27 -28 -30
right_child=-2 2 5 4 -6 6 7 -9 9 10 12 -13 13 14 -16 -17 -18 -19 21 20 -22 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=2.1739373823947972e-05 -1.3522539074983798e-05 -1.9121901376903143e-05 -1.7158829394334351e-05 -5.1469358671359566e-07 4.6809233081527662e-05 -2.3607431610703076e-05 1.8163078840663495e-05 -8.3352185409988612e-06 -1.5525548288565006e-05 -4.6947694729624343e-05 2.886958969942167e-05 3.7274571167515773e-05 -1.741967745151182e-05 -2.2426642776142969e-05 2.2955940847977119e-05 -1.7967056337511166e-05 7.4577919288490848e-06 1.5372848099951657e-05 2.0171905097889805e-05 4.6052423300579903e-05 -7.0364129821124766e-06 -2.414965147181647e-05 1.4775113038100949e-05 -1.8738372281127935e-05 -1.887603847771297e-05 9.5553766833780599e-06 -1.1954617665069432e-07 -2.6268446582076708e-05 -7.1392635277334195e-06 3.7469953470766387e-05
leaf_weight=22 20 22 21 36 21 38 23 34 25 20 22 21 28 23 27 25 35 29 21 31 36 20 31 23 27 26 2325 33 32 24
leaf_count=22 20 22 21 36 21 38 23 34 25 20 22 21 28 23 27 25 35 29 21 31 36 20 31 23 27 26 2325 33 32 24
internal_value=0 8.72227e-08 -6.74858e-08 6.88333e-06 1.69204e-05 -2.50524e-07 -8.02873e-06 2.35708e-06 3.84072e-09 1.28812e-07 -1.01376e-07 8.09444e-06 2.35284e-07 7.12264e-09 1.85663e-07 -4.1535e-08 -2.1186e-06 1.25618e-07 -4.11124e-08 7.31668e-06 1.75271e-05 -2.99583e-07 -1.11935e-07 -2.809e-07 -1.10955e-07 9.40863e-08 -9.2435e-08 -1.04817e-05 1.65005e-07 1.1979e-05
internal_weight=0 3101 3079 79 57 3000 95 57 2905 2884 2803 81 2783 2761 2733 2706 60 2681 2652 90 67 2562 2542 2521 2498 2471 2440 59 2381 56
internal_count=3121 3101 3079 79 57 3000 95 57 2905 2884 2803 81 2783 2761 2733 2706 60 2681 2652 90 67 2562 2542 2521 2498 2471 2440 59 2381 56
is_linear=0
shrinkage=0.1


Tree=4952
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1204 1213 1213 1213 1213 16 1213 133 12 42 12 482 1209 1210 1209 1447 15 1447 403 15 133 1210 1209 1210 403 133 403
split_gain=3.5338e-07 1.86276e-06 1.83907e-06 3.33432e-07 3.84181e-07 3.48407e-06 2.98413e-06 2.3513e-06 1.8253e-06 3.22164e-06 1.01817e-06 1.40159e-06 1.14894e-06 1.1345e-06 5.23367e-07 4.56689e-07 1.51829e-06 7.90022e-07 4.32578e-07 3.35033e-06 2.86954e-06 2.10902e-06 1.96203e-06 2.17675e-06 5.69655e-07 5.76354e-07 8.11652e-07 4.66548e-07 1.9404e-06 6.71917e-07
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.082884999999999986 -0.087969999999999979 -0.085284999999999986 -0.090324999999999989 -0.082414999999999974 -0.092484999999999984 -0.10863999999999999 -0.054584999999999995 0.090345000000000023 0.093505000000000019 0.087005000000000013 -0.29722999999999994 0.10344000000000002 -0.00046999999999999993 0.091045000000000001 -0.085709999999999995 0.087575000000000014 -0.086424999999999988 -0.54448499999999989 -0.092489999999999989 0.085265000000000021 -0.083289999999999989 -0.084519999999999984 -0.064344999999999999 -0.44023999999999991 0.51114000000000004 -0.34918499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 6 -6 8 -7 -5 10 11 13 -12 -10 -9 17 -17 18 19 20 22 -20 -16 -24 -23 -26 -27 28 -28 -29
right_child=1 3 -4 4 5 7 -8 14 9 -11 12 -13 -14 -15 15 16 -18 -19 21 -21 -22 24 23 -25 25 26 27 29 -30 -31
leaf_value=-9.5475255068090436e-07 2.9278028887347321e-05 9.0226341676387219e-06 -3.2788114731374661e-05 -2.1009461191651473e-05 3.1598378762802377e-05 -3.1995502681441036e-05 -4.0934479302450199e-05 1.3717371179414581e-05 1.3087155468838319e-05 3.9969138445237401e-05 -2.6553731354565743e-05 2.8502470809144145e-05 3.8613290401016178e-06 -1.6794164491363549e-05 -1.7323995650093076e-05 2.6862843990854274e-05 -4.8499974380117945e-06 -1.8295269447321517e-05 -2.5852623821265297e-05 3.7490954071892285e-05 -3.4643259135174792e-05 1.3686409207972853e-05 -2.0019924526739327e-06 4.2528497752278959e-05 -1.5283906541299076e-05 1.6605502637032952e-05 8.0804303791039817e-06 1.2216602449784247e-05 -3.1927920578957791e-05 -2.6672997432731176e-07
leaf_weight=196 22 41 20 34 35 23 20 28 24 22 27 20 23 27 22 26 36 24 32 26 22 30 23 21 25 29 27 44 22 2150
leaf_count=196 22 41 20 34 35 23 20 28 24 22 27 20 23 27 22 26 36 24 32 26 22 30 23 21 25 29 27 44 22 2150
internal_value=0 2.90162e-07 -3.90229e-06 6.89571e-08 -6.02127e-08 2.57092e-07 -4.32047e-06 -1.63194e-07 -1.83289e-07 4.76839e-06 -1.63175e-06 6.06618e-06 -1.25628e-05 -2.73237e-06 1.19815e-07 -2.89668e-08 8.44894e-06 -2.39471e-07 -6.42432e-08 5.95209e-06 -3.36622e-06 -3.54986e-07 7.05947e-06 1.92512e-05 -4.35212e-09 -1.8316e-07 -1.69991e-08 -2.31913e-07 -9.8825e-06 -1.63806e-08
internal_weight=0 2905 216 2883 2842 2645 197 2610 177 143 121 71 50 51 2587 2559 62 2497 2473 114 88 2359 66 44 2327 2297 2272 2243 49 2194
internal_count=3121 2905 216 2883 2842 2645 197 2610 177 143 121 71 50 51 2587 2559 62 2497 2473 114 88 2359 66 44 2327 2297 2272 2243 49 2194
is_linear=0
shrinkage=0.1


Tree=4953
num_leaves=31
num_cat=0
split_feature=403 2 133 402 1210 132 50 1185 1203 1213 1209 12 52 42 42 1213 42 1213 403 1209 1213 15 12 403 131 402 403 133 16 133
split_gain=3.88721e-07 2.84832e-06 5.04199e-06 8.54392e-07 8.79172e-07 3.66202e-07 1.00499e-05 5.76416e-06 1.53527e-06 3.94223e-07 3.73923e-06 1.82518e-06 1.07018e-06 1.08554e-06 1.57507e-06 8.32858e-07 1.48224e-06 7.2717e-07 5.37355e-07 1.40117e-06 5.49477e-07 1.25306e-06 1.47772e-06 1.16027e-06 9.73254e-07 4.76609e-07 2.11573e-06 8.29374e-07 6.76455e-07 6.07731e-07
threshold=-0.53960999999999981 0.083715000000000026 0.40945500000000007 0.23460000000000003 -0.094799999999999982 -0.083284999999999984 0.10022000000000002 -0.014244999999999999 0.089480000000000018 -0.090764999999999985 -0.087714999999999987 0.085440000000000016 0.090645000000000017 -0.010544999999999997 0.089810000000000015 -0.086394999999999986 0.086950000000000013 -0.082994999999999985 -0.52800499999999995 -0.067109999999999989 -0.011424999999999999 0.097020000000000009 0.086700000000000013 -0.08101499999999999 0.094540000000000013 -0.45454999999999995 -0.44023999999999991 0.51114000000000004 -0.071854999999999988 0.15630500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 8 -7 -6 11 -11 -9 13 -13 -15 16 -12 -17 -19 -20 21 22 -21 24 -24 28 -27 29 -22 -28
right_child=3 2 -4 -5 5 7 -8 9 -10 10 15 12 -14 14 -16 17 -18 18 19 20 25 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=3.1947449666592452e-05 1.7943331247941522e-05 -3.8305503781325223e-05 2.3971725162342549e-05 -1.7569796208200778e-05 -2.7966777046160418e-07 -5.3984563674021044e-05 6.952529612765565e-05 -2.439266638149904e-05 -2.9509303521990661e-05 4.3264104497211527e-05 4.7901529978844345e-06 -1.2586397843690413e-05 -1.3232953406750803e-05 3.2581006353911319e-05 6.3904194097344058e-07 1.5827492649711125e-05 -3.3709756444295635e-05 -1.3874575155828747e-05 2.6418214256409561e-05 -1.9615864045496485e-05 -1.9334266956623954e-06 -2.2647822645792207e-05 -1.9518931403581521e-05 2.2095467764605324e-05 1.1678084611048689e-05 -2.9526882255481726e-05 3.5989127514311256e-07 1.8812140210873926e-05 2.3448514444420914e-05 -1.1380491559975781e-05
leaf_weight=29 27 26 26 28 177 20 21 37 20 20 20 21 37 26 38 29 20 28 20 29 21 35 20 30 20 24 2182 24 21 45
leaf_count=29 27 26 26 28 177 20 21 37 20 20 20 21 37 26 38 29 20 28 20 29 21 35 20 30 20 24 2182 24 21 45
internal_value=0 6.83701e-06 -7.16689e-06 -1.82172e-07 -2.05344e-08 -1.83022e-07 3.76305e-06 -4.93915e-07 -3.24714e-06 -1.04467e-07 1.92465e-07 -4.93756e-06 9.62755e-07 7.14206e-06 1.36155e-05 -1.42984e-07 -1.44598e-05 8.35484e-08 -9.91544e-08 5.6941e-08 -1.58165e-07 -6.38423e-06 -6.34474e-07 7.22924e-06 -3.92042e-06 2.01909e-07 7.03597e-09 3.21924e-07 1.07575e-05 1.22659e-07
internal_weight=0 81 52 3040 3012 2985 218 2767 197 2747 2588 159 122 85 64 2568 40 2528 2499 2471 2451 134 99 70 40 2317 2275 2251 42 2227
internal_count=3121 81 52 3040 3012 2985 218 2767 197 2747 2588 159 122 85 64 2568 40 2528 2499 2471 2451 134 99 70 40 2317 2275 2251 42 2227
is_linear=0
shrinkage=0.1


Tree=4954
num_leaves=31
num_cat=0
split_feature=132 1185 393 50 2 399 16 133 403 403 42 1209 1210 1210 1210 13 1210 1209 1205 1210 4 403 1212 402 16 16 43 1212 402 42
split_gain=3.51507e-07 2.553e-06 8.44921e-07 5.60426e-07 3.84471e-07 6.7989e-07 5.39264e-07 1.0585e-06 8.58457e-07 3.67616e-07 2.47227e-06 6.22826e-07 3.38919e-07 7.54618e-07 4.47801e-07 2.32994e-06 8.77391e-07 7.35465e-07 6.45197e-07 5.73394e-07 1.05121e-06 1.0203e-06 4.67978e-07 5.16969e-07 1.76317e-06 1.63998e-06 1.65281e-06 6.70391e-07 7.35599e-07 1.34702e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.10483000000000002 0.09227500000000001 0.10497000000000002 0.090310000000000015 -0.073404999999999984 -0.14717499999999997 -0.088999999999999982 -0.5492149999999999 0.091205000000000008 -0.097919999999999993 -0.13847499999999999 -0.090569999999999998 -0.077744999999999995 -0.064619999999999983 -0.064799999999999983 -0.079679999999999987 0.09993500000000001 -1.0000000180025095e-35 -0.080744999999999997 -0.52641999999999989 -0.42670499999999995 0.099740000000000009 -0.13088499999999997 -0.090764999999999985 -0.011694999999999999 -0.070754999999999985 -0.46267499999999995 0.11551500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 -9 10 -3 -11 -13 -14 15 -15 -16 -18 19 20 -19 -21 -23 27 -25 -26 -27 -24 29 -29
right_child=1 9 -4 -5 -6 -7 -8 8 -10 11 -12 12 13 14 16 -17 17 18 -20 21 -22 22 23 24 25 26 -28 28 -30 -31
leaf_value=2.5194703564259478e-05 3.5034252089514794e-05 -1.1356438059512334e-05 -1.975019633767982e-05 -1.4805048887730528e-05 1.0040254346677102e-05 -1.4976505697935259e-05 -8.8118085555364699e-06 1.3869827411586551e-05 -1.30882116637723e-05 -1.7272108328013148e-05 3.2032739833690968e-05 9.7926870356397055e-06 -1.899403148508143e-05 3.0508067296371641e-05 -2.1026300382800402e-05 -8.589691341122879e-06 1.7801915680098794e-05 4.3803393964481079e-06 1.7735178204247859e-05 2.184449492471599e-05 -2.7653656798065643e-05 -1.1771813613969633e-05 -1.2264513902374212e-05 -2.0454045657061215e-05 3.7644942340193671e-05 2.0166292351613929e-05 -9.9305392112114542e-06 -2.3883009581132449e-06 -4.5444781571484706e-07 3.1852153479121623e-05
leaf_weight=22 21 29 29 27 35 30 31 21 27 21 24 35 21 27 20 35 23 20 20 21 21 35 47 20 20 37 36 27 2319 20
leaf_count=22 21 29 29 27 35 30 31 21 27 21 24 35 21 27 20 35 23 20 20 21 21 35 47 20 20 37 36 27 2319 20
internal_value=0 2.93673e-07 -3.83503e-06 -1.44363e-06 7.29613e-07 -1.75796e-06 2.16834e-06 7.03097e-06 -1.29407e-06 4.01803e-08 8.29149e-06 -1.14623e-07 1.38745e-08 -1.09729e-07 3.45833e-08 8.43675e-06 -1.59361e-07 -2.81989e-09 -1.57761e-07 -2.94192e-07 -1.20273e-05 -1.0788e-07 -2.87887e-07 -1.28767e-07 6.48205e-06 1.22748e-05 5.32402e-06 -4.3835e-07 -2.03426e-07 1.21821e-05
internal_weight=0 2899 222 193 166 131 101 70 48 2878 53 2825 2804 2769 2748 62 2686 2666 2643 2623 41 2582 2561 2526 113 93 73 2413 2366 47
internal_count=3121 2899 222 193 166 131 101 70 48 2878 53 2825 2804 2769 2748 62 2686 2666 2643 2623 41 2582 2561 2526 113 93 73 2413 2366 47
is_linear=0
shrinkage=0.1


Tree=4955
num_leaves=31
num_cat=0
split_feature=130 40 120 9 10 2 3 9 16 1374 151 1371 402 16 159 52 13 13 3 3 3 3 157 3 3 1 160 42 133 51
split_gain=3.27732e-07 5.02364e-07 5.48867e-07 5.25011e-07 1.11058e-06 2.4418e-06 8.35617e-07 7.95178e-07 3.80485e-07 2.62831e-06 2.38419e-06 1.51843e-06 1.43066e-06 1.57908e-06 2.34125e-06 2.00783e-06 1.79528e-06 1.62281e-06 1.18247e-06 3.62345e-06 2.64203e-06 1.76777e-06 1.76005e-06 3.51546e-06 1.72958e-06 1.98702e-06 1.45428e-06 1.66748e-06 2.6434e-06 1.10181e-06
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 0.092410000000000006 0.053330000000000009 -0.15339499999999998 -0.014944999999999998 0.087755000000000014 -0.0094449999999999968 0.087110000000000007 -0.37203999999999993 0.083235000000000017 0.10874500000000002 -0.0048099999999999992 0.087060000000000012 -0.016329999999999997 -0.082574999999999982 -0.083619999999999986 0.0051600000000000005 -0.0096849999999999974 -0.017889999999999996 -0.045649999999999989 -0.080799999999999983 0.092670000000000016 0.11658 0.11181500000000001 -0.079009999999999983 0.094165000000000013 0.084415000000000018 -0.10316499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -5 8 11 10 -10 29 13 14 15 16 -12 -17 19 20 21 26 -20 -24 -25 -26 27 28 -15 -3
right_child=1 2 -4 6 5 -7 -8 -9 9 -11 12 -13 -14 18 -16 17 -18 -19 22 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=1.1892953983513746e-05 -1.5885766952123959e-05 -1.8720841574880375e-05 1.575290969578253e-05 -2.3784707536833594e-06 8.3966091315090816e-06 -4.0426126447744625e-05 2.4032862790551483e-05 1.9351463821034746e-05 3.237963996763851e-05 -3.5901076857540339e-05 2.3287509172624943e-05 2.1613467133112653e-05 1.7637503235066009e-05 4.3782619610073409e-06 -4.2713052119903631e-05 -4.2274447055422658e-05 -1.4595176633685532e-05 -3.410426176163707e-06 -1.5797645125660762e-05 -3.6674562096171334e-05 2.9493138262532066e-05 -2.6139754051352308e-05 4.0602800054756476e-05 -1.2275538797852776e-05 3.8448135074715886e-05 -1.1389918549653545e-06 -3.5654302193007694e-06 -9.3639603459022884e-06 4.3947250429482671e-05 6.0010827364825774e-07
leaf_weight=23 20 30 22 25 20 21 23 21 21 22 29 34 37 52 22 21 22 22 28 30 27 30 32 44 21 32 503 34 25 1828
leaf_count=23 20 30 22 25 20 21 23 21 21 22 29 34 37 52 22 21 22 22 28 30 27 30 32 44 21 32 503 34 25 1828
internal_value=0 -8.82883e-08 1.43594e-08 -9.89417e-08 -2.64515e-07 -1.66102e-05 1.0277e-05 -3.86395e-08 -1.76858e-07 -1.69948e-06 -9.70379e-07 6.71369e-07 -1.66311e-06 -2.39629e-06 -1.33469e-05 -6.47392e-06 6.94596e-06 -2.23905e-05 -9.15798e-07 -2.67268e-06 -1.15248e-06 -2.43731e-06 6.92863e-06 1.18615e-05 2.37979e-06 1.45465e-05 -1.27921e-06 9.08087e-06 1.72253e-05 2.88145e-07
internal_weight=0 3098 3078 3056 3008 41 48 2967 2946 1054 1032 1892 1011 974 116 94 51 43 858 701 671 644 157 129 97 53 614 111 77 1858
internal_count=3121 3098 3078 3056 3008 41 48 2967 2946 1054 1032 1892 1011 974 116 94 51 43 858 701 671 644 157 129 97 53 614 111 77 1858
is_linear=0
shrinkage=0.1


Tree=4956
num_leaves=31
num_cat=0
split_feature=52 399 132 399 52 3 42 13 15 2 3 158 1213 1210 133 43 42 15 133 4 160 42 42 3 159 52 4 47 401 1211
split_gain=3.7711e-07 9.4296e-07 1.84542e-05 1.31424e-06 9.42401e-07 4.12296e-06 2.40384e-06 1.39937e-06 2.36138e-06 2.49681e-06 2.59819e-06 2.50906e-06 1.27226e-06 3.5051e-06 1.71217e-06 2.77328e-06 4.85078e-06 6.45638e-06 1.88497e-06 2.25269e-06 3.33658e-06 2.43975e-06 5.53349e-06 9.59271e-07 2.31202e-06 9.0414e-07 8.73732e-07 8.53958e-07 8.28014e-07 9.40135e-07
threshold=0.091275000000000009 0.091580000000000009 -0.083284999999999984 0.089300000000000004 0.10160000000000001 -0.070649999999999977 0.088795000000000013 0.24813000000000004 -0.56020999999999987 0.14753000000000002 0.099930000000000005 -0.47460999999999992 0.104315 -0.05860499999999999 0.091250000000000012 0.055925000000000009 0.090395000000000017 0.090455000000000021 0.088820000000000024 -0.04890499999999999 -0.53327999999999987 0.090090000000000017 0.096450000000000022 -0.087429999999999994 -0.015149999999999999 0.090245000000000006 -0.015039999999999998 0.09364500000000002 -0.46360499999999999 0.11541000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 25 5 6 -2 8 -6 10 11 -10 13 -13 18 16 -16 -18 19 21 -21 23 -23 -15 -25 28 -22 -28 -1 -30
right_child=4 2 -4 -5 7 -7 -8 -9 9 -11 -12 12 -14 14 15 -17 17 -19 -20 20 26 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-1.7790729038097199e-05 9.4724040681039852e-06 6.1591890732870533e-05 -5.9050838709005071e-05 -2.4602516995877349e-05 3.0571444993256594e-05 -5.1590796729215072e-05 -2.5319448412056807e-05 -2.4642974297065571e-05 -3.5892490996047857e-05 -3.0507394541667021e-05 2.6997421973646854e-05 3.7030812801766359e-05 -2.379322712884113e-05 -1.3857122558552113e-05 9.3345925027901298e-06 2.262971662275959e-05 7.2748644188756041e-06 -6.2495512767984313e-05 2.8314701531026342e-05 -4.0916979909525253e-05 1.7651606883971131e-05 6.5169569221655948e-05 -3.5953569094999694e-06 3.1940703458689238e-05 -1.084891491050907e-05 1.8387799543363925e-05 -9.2018380311940766e-06 1.2491101460909704e-05 2.9397366979595014e-07 1.9793327286606655e-05
leaf_weight=25 63 32 21 21 25 20 29 23 20 27 35 26 21 31 38 20 21 36 27 25 21 22 25 23 28 28 86 23 2254 25
leaf_count=25 63 32 21 21 25 20 29 23 20 27 35 26 21 31 38 20 21 36 27 25 21 22 25 23 28 28 86 23 2254 25
internal_value=0 5.99235e-07 1.37901e-05 3.02119e-07 -2.01642e-06 -1.04403e-05 -1.49459e-06 -4.51775e-07 5.07531e-07 -8.46699e-07 6.70041e-07 -1.19904e-06 2.67911e-07 1.3858e-06 -7.89722e-07 -1.12153e-05 -1.83405e-05 -3.67906e-05 3.06539e-06 6.64926e-07 -7.46002e-06 1.04275e-05 2.85925e-05 1.5802e-08 8.44836e-06 5.26389e-07 -1.02599e-06 -4.62443e-06 3.09324e-07 5.07876e-07
internal_weight=0 2406 53 2353 715 112 92 603 580 555 528 493 473 452 426 115 95 57 311 284 155 129 47 82 51 2332 130 109 2304 2279
internal_count=3121 2406 53 2353 715 112 92 603 580 555 528 493 473 452 426 115 95 57 311 284 155 129 47 82 51 2332 130 109 2304 2279
is_linear=0
shrinkage=0.1


Tree=4957
num_leaves=31
num_cat=0
split_feature=132 399 1203 1203 4 1203 1208 1209 1208 1208 1209 1209 1210 1210 1210 401 1 401 42 1212 401 1 1 120 12 15 133 9 9 34
split_gain=3.92529e-07 2.18237e-06 1.08347e-06 3.65199e-07 1.19754e-06 4.57502e-07 3.21654e-07 8.68317e-07 1.10647e-06 9.90218e-07 4.3994e-07 5.64784e-07 5.28629e-07 1.60313e-06 1.03024e-06 4.06278e-07 1.66222e-06 2.24738e-06 1.42009e-06 8.81395e-07 5.11112e-07 1.41601e-06 5.51015e-07 1.19656e-06 9.52954e-07 1.21137e-06 1.95939e-06 6.04861e-07 1.02655e-06 8.28615e-07
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.088820000000000024 -0.077519999999999992 0.085395000000000013 0.11846000000000001 0.11677000000000001 0.10233500000000001 1.0000000180025095e-35 0.088060000000000013 0.086665000000000006 -0.090009999999999993 -0.079504999999999978 -0.064344999999999999 0.099015000000000006 0.085760000000000017 0.11061500000000002 0.089810000000000015 -0.41103999999999991 0.088220000000000007 0.083135000000000014 0.16540500000000002 1.0000000180025095e-35 0.11650500000000001 0.123935 0.10209000000000001 0.092410000000000006 0.088235000000000022 -0.097449999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 7 8 9 10 11 12 -2 -14 -15 20 17 -17 -19 -18 22 -22 23 24 27 26 -26 28 29 -16
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 13 14 15 16 19 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.8503805751562622e-06 1.2257650752352287e-05 2.4113243633014226e-05 -2.6284281711923542e-05 -2.6386905769218826e-05 6.3121634714965083e-06 1.4837766435621668e-05 1.1799664579207868e-05 -2.083631032292033e-05 2.2412335345672382e-05 -2.0327084719914034e-05 1.0759096310146944e-05 -1.6818464882817352e-05 -2.8317479154793547e-05 2.2162782503680015e-05 1.9054416688132652e-05 -4.4033997883161644e-05 -5.4732160242565443e-06 1.6074302293418442e-05 -2.0005467649752973e-05 2.3859513038630774e-05 2.683118478898905e-05 -4.3731732424048742e-06 1.6486881750097383e-05 -1.7553451396842766e-05 3.2483506815018745e-05 -8.2048130702787611e-06 -3.7562774141406409e-06 1.3585602991658944e-05 -2.1049593381879583e-05 -4.5006799824472036e-07
leaf_weight=196 35 38 20 21 24 21 23 20 22 24 38 20 20 21 22 20 20 20 24 21 26 33 20 39 37 25 25 31 24 2191
leaf_count=196 35 38 20 21 24 21 23 20 22 24 38 20 20 21 22 20 20 20 24 21 26 33 20 39 37 25 25 31 24 2191
internal_value=0 3.05799e-07 -4.11278e-06 -9.75097e-09 -8.9474e-06 1.3277e-07 2.25219e-08 -7.4985e-08 7.55685e-08 -1.0404e-07 7.4925e-08 -7.69069e-08 4.9254e-08 -1.13898e-07 1.03137e-07 -7.6558e-08 -6.16895e-06 -1.62395e-05 -3.60557e-06 9.55086e-06 1.82116e-07 9.3779e-06 -4.26358e-08 -1.80727e-07 1.06974e-07 1.03777e-05 1.78707e-05 -2.8701e-07 -4.79254e-07 -2.56169e-07
internal_weight=0 2905 216 2867 45 2822 2801 2778 2758 2736 2712 2674 2654 2619 2599 2578 105 64 44 41 2473 59 2414 2394 2355 87 62 2268 2237 2213
internal_count=3121 2905 216 2867 45 2822 2801 2778 2758 2736 2712 2674 2654 2619 2599 2578 105 64 44 41 2473 59 2414 2394 2355 87 62 2268 2237 2213
is_linear=0
shrinkage=0.1


Tree=4958
num_leaves=31
num_cat=0
split_feature=49 49 1454 3 16 13 4 133 133 1447 481 133 151 1452 474 52 2 2 2 42 2 133 43 2 2 2 1210 42 3 42
split_gain=3.47846e-07 1.04026e-06 1.31801e-06 9.2184e-07 8.51407e-07 1.2384e-06 1.2845e-06 6.52281e-07 6.23856e-07 2.61765e-06 6.03825e-06 2.55242e-06 2.43544e-06 1.51021e-06 1.51397e-06 1.37715e-06 1.38909e-06 3.28196e-06 3.31876e-06 3.25436e-06 2.38384e-06 1.87584e-06 1.4032e-06 1.83242e-06 3.93271e-06 3.30512e-06 2.63359e-06 2.12358e-06 5.10298e-06 1.33579e-06
threshold=0.11645000000000001 0.11136000000000001 0.12106000000000001 -0.012304999999999998 0.51222500000000004 -0.080759999999999985 0.053925000000000008 0.095000000000000015 0.086910000000000015 -0.086279999999999982 -0.086484999999999992 0.08622500000000001 -0.091174999999999992 0.088360000000000008 0.10401500000000001 -0.42058999999999996 0.097220000000000015 0.09358000000000001 0.092635000000000009 0.096610000000000015 0.10136500000000002 0.087435000000000013 0.05259500000000001 0.090310000000000015 0.08734500000000002 0.085485000000000019 -0.011179999999999997 -0.031659999999999994 -0.082039999999999988 0.11275500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 -2 7 -7 11 -10 -11 -1 -12 14 15 -14 17 18 21 -19 -18 -17 23 24 25 26 -23 -26 -29 -28
right_child=3 -3 -4 -5 -6 6 -8 -9 9 10 12 -13 13 -15 -16 16 20 19 -20 -21 -22 22 -24 -25 27 -27 29 28 -30 -31
leaf_value=-1.7825585819249106e-07 3.5348105163446984e-06 1.8215542206689863e-05 -2.5496153775748097e-05 5.0016329384258521e-06 8.3160850467815336e-06 -2.0444646567436092e-05 -3.8031034135201483e-05 1.673456953691736e-06 -2.7796366373001584e-05 5.3231759981523885e-05 2.9143688098542953e-05 -2.8636423564876168e-05 2.0360891256346165e-05 2.4509590387494357e-05 -2.7156593114341378e-05 3.0405039026282752e-05 -3.4169523078162454e-05 1.931096742807243e-06 -4.04405792818352e-05 5.2996314567129356e-05 -2.0292385624998133e-06 -2.4258648179186693e-05 -1.9992511258323882e-05 2.1408050228518091e-05 5.0913063938834618e-07 3.2799074385461849e-05 2.1705423125376486e-06 -6.3285725361940707e-05 1.3777785526421529e-06 2.97555452518628e-05
leaf_weight=2086 34 32 20 75 24 30 25 24 27 24 32 32 34 26 20 21 30 26 20 24 100 35 33 41 31 38 107 26 23 21
leaf_count=2086 34 32 20 75 24 30 25 24 27 24 32 32 34 26 20 21 30 26 20 24 100 35 33 41 31 38 107 26 23 21
internal_value=0 2.85e-07 8.55639e-08 -3.91066e-06 -8.78965e-06 -1.24227e-05 -1.92905e-05 -1.06144e-05 2.64645e-07 2.7663e-06 3.92528e-06 -6.08219e-07 2.20529e-06 8.91219e-07 -8.35078e-08 8.04134e-07 -3.50258e-07 2.30103e-06 -7.47118e-07 2.64424e-05 -9.44623e-06 1.36424e-06 -3.53671e-07 1.65901e-06 -1.22253e-06 6.24093e-06 4.94588e-08 -1.99745e-05 -3.29335e-05 6.69621e-06
internal_weight=0 2909 2877 212 137 113 79 54 2857 739 712 2118 688 656 630 610 576 446 396 50 130 376 355 322 281 201 163 80 49 128
internal_count=3121 2909 2877 212 137 113 79 54 2857 739 712 2118 688 656 630 610 576 446 396 50 130 376 355 322 281 201 163 80 49 128
is_linear=0
shrinkage=0.1


Tree=4959
num_leaves=31
num_cat=0
split_feature=52 393 43 43 130 52 3 12 43 4 4 4 4 3 50 3 3 1 12 4 3 42 1 12 12 12 133 4 1447 12
split_gain=3.48853e-07 1.00077e-06 8.02211e-07 1.88799e-06 1.45665e-06 1.1927e-06 2.92547e-06 1.91049e-06 1.63257e-06 1.07065e-06 2.66309e-06 1.98947e-06 2.71105e-06 1.08892e-06 1.52861e-06 9.35168e-07 3.36301e-06 1.8299e-06 4.0483e-06 1.40033e-06 1.63066e-06 1.39233e-06 1.62938e-06 1.24594e-06 1.70301e-06 1.31154e-06 1.08929e-06 3.70473e-06 7.34807e-07 3.2074e-06
threshold=0.091275000000000009 0.12069000000000002 -0.45785999999999999 -0.23229999999999998 -0.037219999999999996 0.10160000000000001 -0.080484999999999987 0.092255000000000018 -0.0037449999999999996 -0.082769999999999982 -0.081114999999999979 -0.077519999999999992 -0.07168999999999999 -0.086224999999999982 0.096900000000000014 -0.071329999999999991 -0.073309999999999986 0.098700000000000024 0.090840000000000018 -0.067104999999999984 -0.076669999999999988 0.099760000000000015 0.12165500000000001 0.087995000000000004 0.089570000000000025 0.08598500000000002 0.057185000000000007 -0.04890499999999999 -0.085684999999999997 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 -2 -4 -5 6 8 -8 -6 13 -11 -12 -13 -7 -15 16 19 18 -17 -14 23 22 -19 25 -25 -21 27 -20 29 -1
right_child=2 -3 3 4 5 9 7 -9 -10 10 11 12 15 14 -16 17 -18 21 26 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=3.5927315652770628e-05 1.5303635840469864e-05 2.2852453002997209e-05 -3.0144761950623433e-05 2.4322286821015518e-05 -1.5076700583449566e-05 -4.709788998980003e-06 -8.9997335966142021e-06 -4.9405142897740006e-05 2.2274423423368718e-05 -3.8092827426225993e-05 2.3233005629208494e-05 -3.457025429815985e-05 -2.0828878914471718e-05 4.0023213815792199e-05 2.7066651487372008e-06 -4.6693079316198773e-05 3.6679891181174082e-05 3.1701417328104772e-05 1.7276877683205226e-05 -2.1416953131847548e-06 2.6198238390861663e-05 -1.6814823538879864e-05 -2.5011182234872347e-06 -2.5297207912444719e-05 2.047603193351543e-06 3.0442398690411212e-05 1.7696426875772887e-05 -4.0817064735251948e-05 4.4174758675688961e-08 -4.2318812891114817e-06
leaf_weight=30 26 20 24 21 22 28 22 25 25 20 32 25 30 21 23 29 27 26 23 30 25 21 30 36 62 21 20 21 2297 59
leaf_count=30 26 20 24 21 22 28 22 25 25 20 32 25 30 21 23 29 27 26 23 30 25 21 30 36 62 21 20 21 2297 59
internal_value=0 5.76333e-07 -1.93942e-06 -2.5901e-06 -1.59564e-06 -2.44079e-06 -1.28505e-05 -3.0492e-05 4.79092e-06 -6.61674e-07 -2.37403e-06 -8.1426e-07 -2.62063e-06 1.07065e-05 2.05168e-05 -6.28755e-07 3.51402e-06 -6.25805e-06 -1.56985e-05 -8.75583e-07 2.56464e-06 5.14405e-06 1.33786e-05 -1.40073e-06 -7.99743e-06 1.12753e-05 -1.65409e-06 -1.04498e-05 3.89609e-07 9.30493e-06
internal_weight=0 2406 715 689 665 644 94 47 47 550 478 458 426 72 44 401 231 170 93 204 174 77 56 149 98 51 64 44 2386 89
internal_count=3121 2406 715 689 665 644 94 47 47 550 478 458 426 72 44 401 231 170 93 204 174 77 56 149 98 51 64 44 2386 89
is_linear=0
shrinkage=0.1


Tree=4960
num_leaves=31
num_cat=0
split_feature=160 483 479 2 159 481 481 484 43 1456 1456 1456 1456 0 159 1456 0 4 154 1428 45 11 9 12 10 13 9 3 2 1
split_gain=3.4813e-07 4.19953e-07 4.0587e-07 5.03699e-07 4.76371e-07 8.10217e-07 7.24774e-07 5.22158e-06 3.65518e-06 4.12953e-07 4.21013e-06 1.89249e-06 1.04033e-06 3.28837e-06 7.60901e-07 7.44966e-07 1.34131e-06 7.18203e-07 5.68646e-07 7.75397e-07 4.99051e-07 1.79514e-06 1.03568e-06 2.21225e-06 1.35757e-06 2.483e-06 7.32679e-07 5.71819e-07 2.65961e-06 1.52347e-06
threshold=0.62940000000000007 -0.47181499999999993 0.10769500000000001 0.093320000000000014 0.14765500000000001 -0.15265499999999996 -0.086484999999999992 -0.081614999999999979 -0.025214999999999998 0.085755000000000012 0.088020000000000001 0.084805000000000019 0.0058550000000000008 -0.087794999999999998 0.097495000000000012 0.092265000000000014 -0.083264999999999992 -0.023539999999999995 0.085530000000000009 -0.020064999999999996 0.094030000000000016 -0.011194999999999998 0.092235000000000011 -1.0000000180025095e-35 0.0036750000000000007 -0.072309999999999985 0.086220000000000005 -0.16726499999999997 0.10644500000000001 0.107145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 8 -7 11 -11 12 18 -14 15 -12 -17 -18 19 -8 21 -21 24 -24 26 -26 27 28 -23 -30
right_child=-2 2 3 -5 -6 6 9 -9 -10 10 14 -13 13 -15 -16 16 17 -19 -20 20 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=1.4530661719618365e-05 -1.2832033593280727e-05 -1.9126633246328726e-05 1.2072640583937756e-06 -2.1235964613879332e-05 1.2074192159850623e-05 -4.053109894812224e-05 -1.6792531958479366e-05 5.1383380695196618e-05 1.9202889032363776e-05 -4.6672503941365345e-05 1.2061434017596185e-05 3.0824641698927734e-05 1.2315196120956294e-05 -4.3647162463111314e-05 1.8229691356638162e-05 -2.6028223175671884e-05 1.6348772416157382e-05 -9.2297994777491911e-06 1.6993256613204723e-05 2.6538522727675556e-05 -1.1982032108128557e-05 2.4540576646586488e-05 -3.8840412690617439e-05 3.777654211293778e-06 -5.9315064969599583e-06 4.1579228129442281e-05 -1.8494791913239861e-05 -7.2885887059655811e-08 -2.0355461872116265e-05 9.8332775966269992e-06
leaf_weight=20 21 22 20 20 33 20 27 21 21 21 27 20 21 21 23 25 21 23 20 26 33 50 21 29 22 22 21 2383 35 32
leaf_count=20 21 22 20 20 33 20 27 21 21 21 27 20 21 21 23 25 21 23 20 26 33 50 21 29 22 22 21 2383 35 32
internal_value=0 8.69208e-08 -6.86972e-09 -1.00144e-05 1.24808e-07 -6.32959e-09 1.34591e-07 1.08337e-05 -9.93564e-06 -9.23492e-08 -5.39177e-06 1.7424e-07 -4.76229e-08 -1.5666e-05 1.89307e-06 -2.02092e-06 -7.5314e-06 2.97816e-06 1.93454e-07 6.90575e-08 2.39313e-07 3.92022e-07 1.32057e-07 -1.41219e-05 4.09912e-07 1.78239e-05 1.0598e-07 2.62226e-07 7.08763e-06 -5.93696e-06
internal_weight=0 3100 3080 40 3040 3007 2985 62 41 2923 140 2783 2763 42 119 96 69 44 2721 2701 2674 2641 2615 50 2565 44 2521 2500 117 67
internal_count=3121 3100 3080 40 3040 3007 2985 62 41 2923 140 2783 2763 42 119 96 69 44 2721 2701 2674 2641 2615 50 2565 44 2521 2500 117 67
is_linear=0
shrinkage=0.1


Tree=4961
num_leaves=31
num_cat=0
split_feature=11 142 147 147 13 1452 483 47 10 1 47 133 133 132 403 2 1 4 0 43 128 2 1456 16 2 4 160 15 15 15
split_gain=4.29902e-07 3.89848e-07 5.38946e-07 9.7414e-07 4.11172e-07 1.17482e-06 1.46844e-06 1.25605e-06 4.51948e-06 4.42921e-06 1.46614e-06 1.32017e-06 2.44711e-06 2.41832e-06 2.18546e-06 1.44533e-06 5.36549e-06 1.5384e-05 3.73087e-06 3.01016e-06 1.57945e-06 1.57302e-06 2.05405e-06 1.454e-06 1.8264e-06 1.97048e-06 1.56623e-06 2.24963e-06 4.76835e-06 1.85052e-06
threshold=-0.072629999999999986 -0.057499999999999989 0.099730000000000027 0.093875000000000014 -0.016469999999999995 0.09921000000000002 -0.097364999999999993 0.094160000000000008 -0.014199999999999999 0.093205000000000024 0.10372500000000003 -0.14757499999999998 -0.097509999999999986 -0.41094499999999995 0.017340000000000005 0.080205000000000012 0.094090000000000021 -0.077834999999999988 -0.078904999999999989 -0.011694999999999999 0.081870000000000012 0.083585000000000007 0.095770000000000008 -0.095094999999999985 0.097220000000000015 -0.00027999999999999998 0.11055500000000001 -0.090344999999999995 -0.093959999999999988 -0.11033999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 -8 -9 -11 13 -13 -10 -15 16 17 19 -18 20 -14 -17 23 24 25 -23 27 28 29 -25
right_child=1 2 -4 -5 5 -7 7 9 11 10 -12 12 15 14 -16 21 18 -19 -20 -21 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-1.4259660928706538e-05 -1.3167860147818417e-05 -7.8762932511503158e-07 1.2355128021428956e-05 -1.922601548777983e-05 2.8865368585684339e-05 -2.0821173747327008e-05 -3.7139351842040106e-05 4.2461163519130262e-05 1.4851079582967942e-05 -2.3605457192302095e-05 6.787314510942312e-06 3.0693579753157488e-05 4.1027824117918505e-05 -4.2153308082301276e-05 -1.8906072210274244e-06 -2.0591327923587718e-05 -4.6392075882977228e-05 0.00010389585543123304 2.8245850953409437e-06 -2.383439326270794e-05 5.8000003472053717e-06 7.5023248281727973e-06 3.2424610726593531e-05 1.6033949739668221e-05 -3.0332611459016337e-07 4.8024715159131337e-05 -2.6033502882245767e-05 -3.4568497321017347e-06 5.5489688002992248e-05 -1.8681644928619792e-05
leaf_weight=21 22 1738 36 26 20 23 31 33 25 21 65 30 20 28 26 36 20 20 67 24 35 28 20 34 70 21 26 506 21 28
leaf_count=21 22 1738 36 26 20 23 31 33 25 21 65 30 20 28 26 36 20 20 67 24 35 28 20 34 70 21 26 506 21 28
internal_value=0 9.65985e-08 1.91406e-07 4.74568e-08 2.13607e-07 1.57523e-06 1.98568e-06 1.55038e-06 5.08997e-07 1.13166e-05 -6.34176e-07 1.58466e-06 2.56216e-06 -1.08629e-05 -2.27676e-05 1.69746e-06 9.62825e-06 2.555e-05 -8.48959e-06 5.71558e-06 1.86101e-05 -1.69784e-07 8.0525e-07 -5.63135e-08 1.00618e-05 2.48691e-05 -2.01412e-06 -9.53844e-07 1.43054e-05 3.55939e-07
internal_weight=0 3100 3078 3042 3016 1278 1255 1235 1116 119 86 1085 1006 79 54 976 186 99 87 79 55 790 754 734 119 49 615 589 83 62
internal_count=3121 3100 3078 3042 3016 1278 1255 1235 1116 119 86 1085 1006 79 54 976 186 99 87 79 55 790 754 734 119 49 615 589 83 62
is_linear=0
shrinkage=0.1


Tree=4962
num_leaves=31
num_cat=0
split_feature=11 156 1425 1425 1420 472 471 480 52 475 51 1370 475 474 1452 482 42 42 2 52 1447 403 480 403 402 42 16 4 1210 15
split_gain=3.48221e-07 3.40039e-07 5.32144e-07 3.68197e-07 3.92372e-07 7.33597e-07 1.10569e-06 6.01604e-07 5.42878e-07 5.61153e-07 3.82455e-06 1.90668e-06 1.42223e-06 5.2407e-07 3.92635e-07 5.1804e-07 2.56857e-06 2.39191e-06 1.67963e-06 6.30422e-07 1.1678e-06 3.21157e-06 2.90311e-06 1.88583e-06 1.28599e-06 1.04135e-06 2.28247e-06 2.01628e-06 1.43316e-06 1.19955e-06
threshold=-0.072629999999999986 0.32523500000000005 0.10129000000000002 0.084030000000000007 -0.073999999999999996 -0.065034999999999996 0.094575000000000006 0.08610000000000001 -0.55692499999999978 -0.086279999999999982 -0.085734999999999992 1.0000000180025095e-35 -0.088274999999999978 0.10008000000000002 -0.073879999999999987 0.098465000000000011 0.22070000000000004 0.096450000000000022 0.093840000000000021 0.091275000000000009 -0.085684999999999997 -0.55276999999999987 0.086995000000000017 -0.53960999999999981 0.23460000000000003 0.10306000000000001 -0.073404999999999984 -0.077519999999999992 -0.064344999999999999 0.12044500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 8 13 -7 10 12 14 -10 -2 -11 16 19 18 -17 20 22 -22 -16 -23 -25 28 -27 -28 -21 -30
right_child=1 -3 -4 -5 5 6 -8 -9 9 11 -12 -13 -14 -15 15 17 -18 -19 -20 25 21 23 -24 24 -26 26 27 -29 29 -31
leaf_value=-1.2833697257433198e-05 -2.1140606742164893e-05 1.2768674207022524e-05 -1.452985662035644e-05 1.078970971519766e-05 1.4183923320996582e-05 1.2230377703688006e-05 -2.0925956610881258e-05 5.4260284636816674e-06 -6.0590501268759708e-06 1.2530023032013559e-05 -4.6204332920751771e-05 3.0302616263118883e-05 2.5990419635490981e-05 -5.0551565436762765e-07 3.8204851615672752e-05 -9.0386834543958107e-06 3.5019094433491339e-05 -3.3695171039653362e-05 2.6763825771922712e-05 2.2658063848742437e-05 -3.6764369669190674e-05 2.5701804982721418e-05 -9.5952722934574321e-06 7.1484525906377489e-07 -2.3604766738571925e-05 -3.2299920150712247e-05 2.3415692408496565e-05 -1.673100998922219e-05 -3.537758603242897e-06 1.7404494127700235e-05
leaf_weight=21 32 21 25 32 37 37 25 26 45 25 20 21 20 20 27 38 21 25 20 24 23 30 24 1863 22 36 22 29 481 29
leaf_count=21 32 21 25 32 37 37 25 26 45 25 20 21 20 20 27 38 21 25 20 24 23 30 24 1863 22 36 22 29 481 29
internal_value=0 8.69331e-08 4.38624e-10 1.19383e-07 6.39518e-09 1.91868e-07 1.37785e-08 -6.99401e-06 1.95421e-07 3.8903e-08 -7.96395e-06 2.85368e-07 3.80233e-06 -1.3204e-05 5.52244e-08 -5.96872e-08 1.85702e-07 -7.83823e-06 3.30701e-06 -9.45668e-08 7.73841e-07 3.80767e-07 1.57107e-05 8.26896e-07 4.31009e-07 -2.87599e-06 -1.30213e-05 5.87175e-07 -1.2231e-06 -2.34692e-06
internal_weight=0 3100 3079 3054 3022 2944 2907 78 2882 2845 85 2760 65 52 2739 2714 2631 83 58 2610 1989 1938 51 1915 1885 621 87 51 534 510
internal_count=3121 3100 3079 3054 3022 2944 2907 78 2882 2845 85 2760 65 52 2739 2714 2631 83 58 2610 1989 1938 51 1915 1885 621 87 51 534 510
is_linear=0
shrinkage=0.1


Tree=4963
num_leaves=31
num_cat=0
split_feature=34 34 10 9 3 9 1 44 158 1453 4 0 1453 0 50 1447 52 2 1447 131 131 480 160 1 1 479 128 1212 131 1
split_gain=3.17203e-07 5.81031e-07 1.93686e-06 1.11963e-06 2.80245e-06 8.14231e-07 5.69066e-07 3.4605e-07 1.36482e-06 4.18188e-07 1.98008e-06 2.55912e-06 6.01233e-07 1.85741e-06 9.07926e-07 4.43852e-07 4.69028e-06 2.83923e-06 2.14314e-06 5.91041e-07 3.87633e-06 2.62581e-06 1.29558e-06 1.39857e-06 1.4155e-06 1.23345e-06 8.51408e-07 1.20556e-06 8.98908e-07 1.87721e-06
threshold=-0.112215 -0.057544999999999992 -0.0079749999999999977 0.091600000000000015 -0.13309499999999996 0.082870000000000013 0.10871500000000002 0.099360000000000018 -0.47356499999999996 -0.079499999999999987 -0.081609999999999988 -0.085804999999999979 -0.0087699999999999983 -0.075359999999999996 -0.46943999999999991 -0.086279999999999982 -0.0087299999999999982 0.087470000000000006 -0.084334999999999979 0.090690000000000007 0.090175000000000019 0.11191000000000002 -0.030779999999999998 0.10254500000000001 0.09253500000000002 0.084530000000000008 0.088865000000000013 0.087440000000000004 0.10033500000000002 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 -5 7 -2 8 -3 10 -10 -12 13 -11 -14 16 -16 -18 -17 20 21 25 23 24 -21 -20 27 28 29 -24
right_child=1 3 -4 4 -6 -7 -8 -9 9 12 11 -13 14 -15 15 18 17 -19 19 22 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.0065160454213319e-05 -1.2948698273855067e-05 2.29182412742655e-05 3.3738014863874103e-05 1.4378141884492381e-05 -3.3634751930329061e-05 1.9758437736614032e-05 7.8681398682764947e-06 -1.051219747024891e-05 -1.8293692714492368e-05 -2.5653923573069432e-05 5.5412285291822629e-07 4.4710721028552928e-05 -1.7690503597711135e-05 1.1857773246116598e-05 -3.9766571145766395e-05 2.490973896523688e-05 3.1613124187499819e-05 -1.2637216387302348e-05 -2.519014564089409e-07 1.1253704792579811e-05 -4.4396064631655462e-05 3.2723788566120976e-05 3.6757784746441759e-05 -2.6820955680604029e-06 4.6085900676189341e-05 -2.0338540120827669e-05 1.724376522900086e-05 -1.8026232264428227e-05 -3.3294208777828457e-06 -4.6528841396918459e-07
leaf_weight=31 24 26 22 20 31 21 29 31 22 33 35 21 29 22 29 35 29 29 2208 28 20 24 20 27 20 31 27 37 118 42
leaf_count=31 24 26 22 20 31 21 29 31 22 33 35 21 29 22 29 35 29 29 2208 28 20 24 20 27 20 31 27 37 118 42
internal_value=0 1.00972e-07 8.79525e-06 -1.15303e-07 -1.48062e-05 1.37475e-07 -1.55835e-06 -2.53227e-09 1.09349e-07 -9.6136e-08 7.12639e-06 1.71128e-05 -2.96762e-07 -1.06492e-05 -8.99377e-08 9.74399e-08 -6.93022e-06 9.48795e-06 3.29297e-07 -1.3395e-09 -5.64715e-07 -1.77341e-07 4.03059e-06 1.55254e-05 2.57671e-05 -5.3001e-07 4.97348e-07 -1.58631e-06 1.79301e-06 1.15422e-05
internal_weight=0 3090 75 3015 51 2964 53 2943 2912 2886 78 56 2808 55 2753 2724 87 58 2637 2602 2283 2263 319 75 48 2239 244 217 180 62
internal_count=3121 3090 75 3015 51 2964 53 2943 2912 2886 78 56 2808 55 2753 2724 87 58 2637 2602 2283 2263 319 75 48 2239 244 217 180 62
is_linear=0
shrinkage=0.1


Tree=4964
num_leaves=31
num_cat=0
split_feature=160 132 1203 1185 50 132 3 3 13 10 47 47 2 0 48 1 1 1 1 1374 160 40 4 2 3 3 124 160 150 16
split_gain=3.18167e-07 3.67269e-07 1.08528e-05 5.11484e-06 1.18466e-06 3.66163e-07 3.74104e-07 2.1582e-06 1.48485e-06 8.8936e-07 8.5744e-07 4.70634e-06 3.55875e-06 8.80132e-06 1.704e-06 9.97259e-07 5.1244e-06 5.11739e-06 1.9612e-06 1.75986e-06 1.24306e-06 1.45215e-06 1.76073e-06 1.35e-06 1.0577e-06 2.04154e-06 1.54675e-06 1.13773e-06 1.2395e-06 2.28222e-06
threshold=0.62940000000000007 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.090390000000000012 -0.044384999999999994 -0.042499999999999989 -0.053259999999999995 -0.16152999999999998 -0.0093599999999999985 0.094160000000000008 0.084635000000000016 0.10402500000000002 -0.10096999999999999 0.13252500000000003 0.091535000000000019 0.087325000000000014 0.094465000000000007 0.085110000000000005 -0.035729999999999991 -0.046074999999999991 -0.012109999999999998 0.0067750000000000006 0.086825000000000013 -0.011549999999999998 -0.0069549999999999994 -1.0000000180025095e-35 0.092865000000000017 0.12068000000000002 -0.5335399999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -5 7 8 -7 -10 11 15 13 -12 -14 16 18 -17 20 -19 23 -22 -23 -8 26 -26 -21 28 29 -27
right_child=-2 3 -4 5 -6 6 10 -9 9 -11 12 -13 14 -15 -16 17 -18 19 -20 24 21 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-5.9909914293160069e-07 -1.2267386526738328e-05 -4.8247347364270934e-05 7.2357880327174261e-05 1.1334682803549343e-05 -2.5750665245790775e-05 -2.6699798157399829e-05 -2.736194670205805e-05 -2.6026092782351705e-05 1.7727128865122462e-05 -2.2007442907176339e-07 7.3509743424438062e-05 -4.6034467327228327e-05 -2.2390576746954226e-05 -1.1270826638792642e-05 1.0259672980640917e-05 -5.0032363797072326e-05 4.3923758317815198e-05 2.9970022366060656e-05 -2.2827518625553209e-05 2.1215371679074346e-06 -3.0708897515739265e-06 4.6556133133106352e-06 3.9502359868492931e-05 7.8161474296697019e-06 -3.1281360988150878e-05 -3.1759080472208255e-05 3.2065957048357433e-05 -2.0147963984457493e-05 2.4498373617957856e-05 2.8703332735423981e-06
leaf_weight=173 21 22 21 29 21 21 20 33 28 1988 24 21 31 25 33 20 33 21 29 69 38 29 29 24 23 21 23 26 22 203
leaf_count=173 21 22 21 29 21 21 20 33 28 1988 24 21 31 25 33 20 33 21 29 69 38 29 29 24 23 21 23 26 22 203
internal_value=0 8.30962e-08 4.07027e-06 -2.14041e-07 -3.32169e-06 1.55058e-07 4.06586e-08 -6.57345e-07 -2.46364e-07 2.91923e-08 1.93185e-06 5.36109e-07 9.97278e-06 3.02544e-05 -5.55529e-06 2.08846e-06 7.87981e-06 -6.44839e-07 8.41645e-07 1.77612e-06 5.74454e-06 1.21238e-05 2.2079e-05 -8.1739e-06 2.46217e-07 -2.67328e-06 9.60764e-06 -2.54213e-07 1.84838e-06 -3.76174e-07
internal_weight=0 3100 215 2885 194 2863 2834 2070 2037 2016 764 651 113 49 64 630 202 428 169 408 140 96 58 44 387 295 92 272 246 224
internal_count=3121 3100 215 2885 194 2863 2834 2070 2037 2016 764 651 113 49 64 630 202 428 169 408 140 96 58 44 387 295 92 272 246 224
is_linear=0
shrinkage=0.1


Tree=4965
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 40 12 42 42 42 403 2 133 403 403 12 4 403 1456 42 153 157 475 157 2 157 15 42 15 3 479
split_gain=3.70635e-07 2.52598e-06 8.70691e-07 3.27424e-07 5.10309e-07 5.81649e-07 3.71355e-07 6.2628e-07 5.4869e-07 4.23526e-07 2.49512e-06 4.92806e-06 1.22578e-06 3.87515e-07 2.25328e-06 2.57654e-06 1.04127e-06 3.65839e-07 9.50835e-07 7.75841e-07 4.31104e-07 1.33842e-06 6.45537e-07 5.68559e-07 5.29463e-07 4.53517e-07 2.26265e-06 1.59408e-06 1.27593e-06 2.31989e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23123999999999997 -0.24290999999999999 0.13043000000000002 0.12961500000000001 0.12074000000000001 0.11883500000000001 -0.53960999999999981 0.083715000000000026 0.40304500000000004 -0.52800499999999995 -0.34918499999999997 0.097575000000000009 -0.072334999999999997 -0.22642499999999996 0.11510000000000002 0.087195000000000009 0.082840000000000011 0.11933000000000001 -0.24431999999999998 0.099625000000000005 0.10613000000000002 0.084490000000000023 0.098485000000000017 0.10306000000000001 0.094810000000000019 -0.067429999999999976 0.10061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 7 8 9 10 -6 -12 -11 14 15 -14 -15 19 -19 20 22 23 24 -22 25 27 28 -18 29 -27
right_child=1 3 -4 4 5 -7 -8 -9 -10 12 11 -13 13 16 -16 -17 17 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.5587744850488459e-06 3.4857783265622509e-05 1.1933041858593125e-05 -2.0422554978592547e-05 -1.5963835139700677e-05 3.070669964862256e-05 1.1473913384014105e-05 -1.249937611949766e-05 1.3687292569860197e-05 -1.5225430248240932e-05 -2.1846287955458351e-05 -4.354455190878071e-05 2.5814846365045967e-05 1.1626881003697539e-05 -2.142393276546065e-05 3.1745675056299659e-05 -3.3138890757982152e-05 -2.4086449007970769e-07 -5.8409437250312686e-06 2.4251540352928542e-05 -1.9345846184088651e-05 8.2624613345284484e-06 2.1932925208472755e-05 -1.5386346584429184e-05 -1.3394258677281969e-05 1.4985725580197101e-05 -9.2817877283762806e-07 -3.5024060542293064e-05 1.8010147285315965e-05 1.1865217126156765e-05 -3.7759487713628918e-05
leaf_weight=194 21 23 28 20 28 44 24 33 24 26 20 21 36 23 25 20 2050 21 21 21 22 35 28 27 23 118 22 49 54 20
leaf_count=194 21 23 28 20 28 44 24 33 24 26 20 21 36 23 25 20 2050 21 21 21 22 35 28 27 23 118 22 49 54 20
internal_value=0 3.01559e-07 -3.93799e-06 4.9411e-08 -4.63241e-08 6.59688e-08 -1.13877e-07 -6.44946e-09 -1.71736e-07 -3.84192e-08 7.69577e-06 -8.01901e-06 -2.40486e-07 -2.56676e-08 6.78311e-06 -4.36089e-06 -2.43312e-07 -4.93039e-08 9.2053e-06 -2.06733e-07 -4.25498e-08 6.9974e-06 -2.927e-07 -3.67083e-06 -1.11783e-07 -2.6191e-07 -4.6473e-06 1.85195e-07 -1.16663e-06 -6.26605e-06
internal_weight=0 2899 222 2878 2855 2835 2791 2767 2734 2710 69 41 2641 2615 81 56 2534 2511 42 2469 2448 84 2364 49 2336 2313 214 2099 192 138
internal_count=3121 2899 222 2878 2855 2835 2791 2767 2734 2710 69 41 2641 2615 81 56 2534 2511 42 2469 2448 84 2364 49 2336 2313 214 2099 192 138
is_linear=0
shrinkage=0.1


Tree=4966
num_leaves=31
num_cat=0
split_feature=448 447 447 1426 155 156 1428 1419 12 51 471 156 475 2 483 160 12 483 42 159 1455 158 43 16 42 4 1455 1447 12 1447
split_gain=3.25479e-07 9.20054e-07 5.60633e-07 3.68062e-07 3.9999e-07 5.0624e-07 3.69905e-07 3.77153e-07 1.21013e-06 9.31106e-07 6.5938e-07 5.67821e-07 5.55783e-07 6.30353e-07 4.1345e-07 2.09284e-06 1.67941e-06 1.52892e-06 1.068e-06 1.6981e-06 7.10918e-07 7.32516e-07 2.49834e-06 3.97323e-06 1.73396e-06 2.52188e-06 1.36426e-06 6.65391e-07 4.56244e-06 2.29506e-06
threshold=0.068920000000000023 0.094005000000000019 0.089395000000000016 -0.089244999999999977 0.14547000000000002 0.12734000000000004 0.095640000000000017 0.087610000000000007 0.098330000000000015 -0.012244999999999997 0.089900000000000022 -0.087544999999999998 0.055635000000000011 0.090675000000000019 0.098395000000000024 -0.11922499999999998 0.23631000000000002 0.095980000000000024 0.096610000000000015 -0.08760999999999998 -0.16496999999999998 0.10380000000000002 -0.011694999999999999 -0.026164999999999997 0.086950000000000013 0.053925000000000008 -0.066404999999999978 -0.085684999999999997 0.083985000000000018 -0.082824999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 10 9 -9 11 -5 14 -14 16 -16 17 20 19 -17 -13 26 24 -24 -23 -26 -22 28 -28 -29
right_child=-2 -3 -4 4 -6 -7 -8 8 -10 -11 -12 12 13 -15 15 18 -18 -19 -20 -21 21 22 23 -25 25 -27 27 29 -30 -31
leaf_value=1.1910206341361538e-05 -1.2716001238004536e-05 1.6950620674549556e-05 -1.1709078833979308e-05 -1.4274161100859472e-05 1.2818873195404499e-05 -1.3067492548467878e-05 1.2352844275180056e-05 1.7923834561770491e-05 -2.6735932618232093e-05 -1.1291118611230407e-05 1.4113444762408494e-05 -1.8751408026132379e-05 2.2644764312249408e-05 -7.6747175784396901e-07 2.6722471957060302e-05 -2.9697928617148746e-05 -2.9292080280356459e-05 2.6047209609135861e-05 1.6583637367754515e-05 2.1813678077623163e-06 2.0027214829015603e-05 -1.4602260577675858e-05 -3.3128288982374626e-06 -5.8045695056664822e-05 3.95821323447466e-05 -4.1212155308805397e-06 4.6516468176813093e-05 -2.664696022486279e-05 -5.8674434628377031e-06 -8.3071717845904855e-08
leaf_weight=26 20 32 41 28 24 30 24 20 22 24 33 21 23 23 34 24 20 22 24 55 34 33 36 21 23 31 23 33 60 2257
leaf_count=26 20 32 41 28 24 30 24 20 22 24 33 21 23 23 34 24 20 22 24 55 34 33 36 21 23 31 23 33 60 2257
internal_value=0 8.20115e-08 -9.3875e-08 6.33983e-08 -3.92057e-08 -1.4283e-07 -1.13038e-08 -1.12788e-07 -7.58637e-06 1.98841e-06 5.98002e-08 -1.04366e-07 3.74836e-08 1.09386e-05 -1.44797e-07 5.21019e-06 -4.25452e-07 -2.02888e-07 -1.89095e-06 -7.50348e-06 -4.27422e-07 -2.76578e-07 -7.20462e-06 -2.34776e-05 3.45697e-06 1.44932e-05 1.37896e-07 -1.47076e-07 8.64858e-06 -4.6587e-07
internal_weight=0 3101 3069 3028 3002 2978 2948 2924 66 44 2858 2825 2797 46 2751 137 2614 2594 103 79 2572 2551 144 57 87 54 2407 2373 83 2290
internal_count=3121 3101 3069 3028 3002 2978 2948 2924 66 44 2858 2825 2797 46 2751 137 2614 2594 103 79 2572 2551 144 57 87 54 2407 2373 83 2290
is_linear=0
shrinkage=0.1


Tree=4967
num_leaves=31
num_cat=0
split_feature=40 4 33 0 34 123 9 1 39 9 43 150 43 3 3 1372 40 40 151 151 4 1 12 42 2 2 16 132 132 131
split_gain=3.91924e-07 9.73779e-07 3.64116e-07 8.53674e-07 5.95352e-07 2.69593e-06 1.00286e-06 2.01992e-06 8.96578e-07 6.79448e-07 3.68608e-07 1.1873e-06 1.10261e-06 2.68197e-06 5.45538e-06 2.46773e-06 1.03011e-06 1.55544e-06 8.78889e-07 1.14848e-06 7.62999e-07 9.76399e-07 1.25288e-06 1.11558e-06 1.53569e-06 1.078e-06 2.13112e-06 8.23712e-07 2.19285e-06 1.05647e-06
threshold=-0.24620999999999996 0.63556000000000001 0.085305000000000006 -0.072594999999999979 -0.057544999999999992 0.083805000000000004 0.091600000000000015 0.12205500000000001 0.089790000000000023 0.081890000000000004 -0.088704999999999992 0.10375000000000002 -0.085739999999999997 -0.086554999999999979 -0.083654999999999993 -0.077034999999999978 -0.083564999999999987 -0.081564999999999985 -0.12074999999999998 -0.090369999999999992 0.10637500000000001 0.10658000000000002 0.10806000000000002 0.088575000000000015 0.090425000000000019 0.10912000000000001 0.25792000000000009 0.094155000000000016 0.079970000000000013 0.097925000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 9 -8 -7 10 11 18 13 -12 -15 -14 -17 -18 -6 -20 21 22 23 25 -25 26 27 28 -21 -29
right_child=1 -3 3 -5 6 8 7 -9 -10 -11 12 -13 15 14 -16 16 17 -19 19 20 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=1.3953724474049523e-05 3.4826178055552122e-05 -2.155075275195053e-05 -2.4031267746522647e-05 5.1864298984583006e-06 -1.5348349478093345e-05 7.8507884648823406e-06 -3.8436921304310093e-05 5.0162915494697902e-06 -2.0728198948442392e-05 1.8111690314981389e-05 1.8402760658566629e-05 2.1115686223538432e-05 3.4915194337372672e-05 -5.8432934131815275e-05 1.7150559110153776e-06 -2.2410810318736671e-05 2.6299688800628991e-05 -4.2107886858965667e-07 2.5753573572728784e-05 2.5516498818285971e-06 -1.0515165009490709e-05 2.3695049210373111e-05 -1.7720139728607462e-05 2.7719176250684542e-06 3.8545368749964839e-05 1.9987345902344952e-05 -3.0798258574742996e-05 3.1014858132039079e-05 -3.090362476841206e-05 6.9128572274874191e-07
leaf_weight=20 26 21 20 20 30 23 20 23 21 21 22 32 20 25 38 21 22 2228 20 179 49 21 31 30 20 27 22 20 22 27
leaf_count=20 26 21 20 20 30 23 20 23 21 21 22 32 20 25 38 21 22 2228 20 179 49 21 31 30 20 27 22 20 22 27
internal_value=0 -8.99928e-08 5.63305e-08 -9.42242e-06 1.81051e-07 9.29652e-06 -3.37919e-08 -1.51945e-05 -5.78918e-06 1.88931e-07 5.94138e-08 2.44404e-06 -4.7251e-07 -1.16564e-05 -2.21532e-05 -5.75704e-08 -3.65565e-07 -1.59809e-07 1.24425e-06 2.30788e-06 1.2612e-06 2.70742e-06 1.54144e-06 3.26222e-06 1.70813e-05 9.35771e-07 -9.69386e-07 1.67672e-06 -1.11012e-06 1.35949e-05
internal_weight=0 3101 3080 40 3040 70 2970 43 44 2927 2906 530 2376 85 63 2291 2271 2250 498 468 448 399 378 347 50 297 270 248 201 47
internal_count=3121 3101 3080 40 3040 70 2970 43 44 2927 2906 530 2376 85 63 2291 2271 2250 498 468 448 399 378 347 50 297 270 248 201 47
is_linear=0
shrinkage=0.1


Tree=4968
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 39 33 12 9 3 2 38 375 40 131 15 48 0 124 44 158 15 15 15 4 402 2 47 15 15 1
split_gain=3.23737e-07 9.39798e-06 4.85266e-06 1.59611e-06 3.4659e-07 1.69126e-06 1.19695e-06 5.4045e-07 8.20421e-07 3.94541e-07 3.84314e-07 4.61245e-07 6.02754e-07 2.3002e-06 1.10516e-06 6.99641e-07 7.29525e-07 1.22901e-06 5.29641e-07 1.33294e-06 5.59083e-07 2.94596e-06 2.04811e-06 3.3241e-06 1.64687e-06 1.3246e-06 1.4751e-06 2.30968e-06 1.93836e-06 1.35698e-06
threshold=-0.083284999999999984 0.089165000000000008 0.12358500000000001 0.10022000000000002 -1.0000000180025095e-35 -0.009184999999999997 -0.015429999999999998 0.09055500000000001 -0.0043399999999999992 -0.045829999999999989 0.10657000000000001 1.0000000180025095e-35 -0.07632499999999999 0.088315000000000018 -0.49307999999999996 0.089025000000000007 -0.057069999999999989 -0.084284999999999985 0.099360000000000018 -0.47356499999999996 -0.10203999999999998 -0.11033999999999998 -0.096999999999999989 0.053180000000000012 0.086535000000000015 0.084145000000000011 0.090100000000000013 -0.41396999999999995 -0.23141499999999995 0.092945000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 -6 -2 9 -9 -7 11 12 13 15 -14 16 17 -11 19 -16 21 24 23 -22 25 29 27 -27 -29 -21
right_child=2 -3 -4 -5 5 7 -8 8 -10 10 -12 -13 14 -15 18 -17 -18 -19 -20 20 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-3.4681824300522832e-07 -5.0571849941104209e-06 6.4180162134226006e-05 -4.9367524661647627e-05 -3.015857063473959e-05 -2.3709293797461822e-05 -9.4232531688992995e-06 2.4689154179213803e-05 3.3056836912237486e-07 2.6149011700908888e-05 1.3380748049150818e-05 1.1993705831830287e-05 -1.4097170886721554e-05 -1.902146955070484e-05 3.5333601756618644e-05 2.310479519655928e-05 -1.0375010584826477e-05 1.8307649006308039e-05 -1.3314138764794085e-05 -1.3950228007944235e-05 -3.0102065935269906e-05 5.7397133105041579e-06 3.483122339145796e-05 -2.4236540255135012e-07 -5.1915292738158319e-05 -2.4843954863330433e-05 -1.9326310519675518e-06 -4.6599165166485802e-06 5.162540681340033e-05 1.4789904531426147e-05 4.6369818649153513e-06
leaf_weight=176 31 23 20 20 30 44 24 32 20 34 27 23 31 23 25 38 31 35 27 22 20 28 2072 20 23 56 73 20 50 23
leaf_count=176 31 23 20 20 30 44 24 32 20 34 27 23 31 23 25 38 31 35 27 22 20 28 2072 20 23 56 73 20 50 23
internal_value=0 3.70745e-06 -2.79788e-07 -3.38883e-06 6.08621e-08 -9.20984e-08 7.92304e-06 1.61214e-07 1.02607e-05 -3.01063e-08 1.22911e-07 3.04832e-09 1.25381e-07 6.05534e-06 -2.58042e-07 1.17563e-06 5.56488e-06 -1.60137e-07 -2.14959e-08 1.33141e-07 -1.05452e-07 3.97244e-06 -6.75044e-07 -2.30878e-05 7.36316e-07 3.14757e-06 6.65127e-06 1.32046e-05 2.53143e-05 -1.23466e-05
internal_weight=0 219 2902 196 2882 2827 55 2797 52 2745 2701 2674 2651 161 2490 138 100 69 2459 2432 2407 295 2112 40 267 244 199 126 70 45
internal_count=3121 219 2902 196 2882 2827 55 2797 52 2745 2701 2674 2651 161 2490 138 100 69 2459 2432 2407 295 2112 40 267 244 199 126 70 45
is_linear=0
shrinkage=0.1


Tree=4969
num_leaves=31
num_cat=0
split_feature=394 1429 1417 475 475 155 155 474 156 156 156 2 2 484 475 151 1372 484 43 16 4 3 1366 16 43 1456 51 2 12 12
split_gain=3.45751e-07 3.19965e-07 6.18742e-07 5.68313e-07 9.91928e-07 1.13867e-06 3.8806e-07 3.98181e-07 6.61632e-07 7.04035e-07 2.28271e-06 2.20266e-06 1.14745e-06 5.32645e-07 3.52808e-06 2.30928e-06 2.19871e-06 2.08157e-06 4.02036e-06 1.37043e-06 8.64126e-07 9.95965e-07 7.20675e-07 7.51706e-07 1.25897e-06 1.31048e-06 1.68402e-06 1.44391e-06 1.73527e-06 4.43045e-06
threshold=0.12358500000000001 0.12521000000000002 -0.080324999999999994 -0.50059999999999982 -0.24039999999999997 0.11854500000000001 0.10727000000000002 -0.084054999999999977 0.11769000000000002 0.09747500000000002 0.092385000000000009 0.093680000000000013 0.12198500000000001 0.086135000000000017 -0.085684999999999997 -0.098364999999999994 -0.081219999999999987 0.090535000000000018 -0.095049999999999982 0.066275000000000014 -0.078439999999999996 -0.081924999999999984 -0.082814999999999986 0.0039400000000000008 -0.095589999999999994 -0.079429999999999987 -0.4680149999999999 0.10136500000000002 0.10463500000000002 0.094580000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 9 10 13 -11 -13 16 -15 -16 -9 -17 -19 20 -20 -22 -18 -24 -25 -26 -27 28 29 -28
right_child=-2 -3 3 4 5 -7 -8 8 -10 11 -12 12 -14 14 15 17 22 18 19 -21 21 -23 23 24 25 26 27 -29 -30 -31
leaf_value=-1.689777015020478e-05 1.0508315021833104e-05 1.2501993051046158e-05 1.6734601132384341e-05 -1.7974017405945674e-05 9.6946001310531819e-06 1.7683730690502367e-05 -1.1338460761532676e-05 -3.2025723505119625e-05 -1.7915271711812931e-05 2.9581703088865652e-05 -3.1081301426638677e-05 -1.7547076523832013e-05 1.1928099673241377e-05 3.9153675725873865e-05 -2.6089440314473031e-05 2.5521442450102206e-05 1.3773379239662772e-05 -4.1594331733427859e-05 1.9275045564254038e-05 2.7061529090133265e-05 -1.7898724987360531e-05 3.7791604878537928e-06 3.9641685319181396e-07 4.9536253204640146e-06 -2.558107196832412e-05 2.1766773353316571e-05 -8.3940337150398927e-06 1.8160449014560853e-06 1.572046512023917e-05 -5.181934466236271e-05
leaf_weight=22 31 20 20 31 41 36 31 22 21 32 24 28 25 26 29 37 36 21 21 24 31 67 1957 119 34 22 146 119 20 28
leaf_count=22 31 20 20 31 41 36 31 22 21 32 24 28 25 26 29 37 36 21 21 24 31 67 1957 119 34 22 146 119 20 28
internal_value=0 -1.05427e-07 -1.8756e-07 -6.69486e-08 -1.77923e-07 6.1539e-09 -2.08771e-07 -9.10166e-08 -2.29892e-07 -1.00396e-07 -3.74213e-07 8.86469e-06 -3.64369e-06 -1.07098e-07 4.23754e-06 2.90498e-07 -5.51456e-07 4.09656e-06 -7.37104e-07 5.26291e-06 8.66548e-07 -3.07813e-06 -2.72361e-07 -4.7917e-07 -3.99049e-06 -6.8749e-06 -4.97637e-06 -6.85608e-06 -1.21756e-05 -1.5382e-05
internal_weight=0 3090 3070 3048 3028 2997 2961 2930 2889 2868 2783 85 53 2759 256 230 2503 201 164 143 119 98 2481 2445 488 369 335 313 194 174
internal_count=3121 3090 3070 3048 3028 2997 2961 2930 2889 2868 2783 85 53 2759 256 230 2503 201 164 143 119 98 2481 2445 488 369 335 313 194 174
is_linear=0
shrinkage=0.1


Tree=4970
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1425 1429 1429 1429 156 4 156 157 2 0 43 3 157 51 157 157 2 160 157 1 120 1 40 1 2
split_gain=3.40717e-07 2.23133e-06 1.2823e-06 3.50454e-07 1.18814e-06 4.63875e-07 3.08532e-07 1.8928e-06 5.72798e-07 4.59862e-07 1.74379e-06 1.2334e-06 7.27524e-07 9.44726e-07 8.56101e-07 7.62146e-07 6.8629e-07 5.51323e-07 3.32329e-06 2.82091e-06 1.75172e-06 1.53656e-06 2.3259e-06 1.15357e-06 5.08902e-07 1.46279e-06 1.01249e-06 3.96126e-06 2.09483e-06 1.27388e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.069929999999999978 -0.08262499999999999 -0.026244999999999997 0.091255000000000017 -0.49013999999999996 0.089770000000000016 -0.075754999999999989 0.095040000000000013 -0.068944999999999992 -0.080084999999999976 -0.082284999999999983 -0.087424999999999989 -0.085534999999999986 -0.086394999999999986 -0.085474999999999982 0.10402500000000002 -0.090764999999999985 -0.082934999999999995 0.16540500000000002 1.0000000180025095e-35 0.13756000000000004 -0.07632499999999999 0.13534000000000004 0.14445500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 -5 -8 11 -11 17 16 15 -15 -14 -12 18 -10 -19 -21 22 -20 -22 25 26 28 -28 -25 -29
right_child=1 3 -4 4 -6 -7 8 -9 9 10 12 -13 13 14 -16 -17 -18 19 21 20 23 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-8.8837315564250241e-07 3.276742028815317e-05 -1.3139105940354056e-05 -2.3780775037656506e-05 -4.6358003988218046e-06 2.4432560967397879e-05 -1.3870363818568877e-05 -1.6526829195602962e-05 3.0904161874125501e-05 -4.1779584791418694e-05 3.2043056974847181e-05 2.2582249326660532e-05 -2.5024087453857649e-05 -2.9618125099659662e-05 1.4118705790037092e-05 -1.1955124373344006e-05 -2.0111375624765062e-06 8.8895244906390352e-07 3.3639336989381266e-05 -1.1813909888867505e-05 -2.7007311655324886e-05 2.2431891050908472e-05 -1.7669055901998426e-05 2.7918470930350904e-05 1.7499182142548663e-09 1.4414095714225065e-05 -2.2541078716201434e-05 4.847502135102592e-05 -1.615920664628521e-05 -2.6604698162676263e-05 1.1495573643413891e-05
leaf_weight=194 21 20 28 47 20 24 21 22 22 21 25 20 20 34 20 20 35 25 26 24 23 28 34 2176 24 29 21 31 30 36
leaf_count=194 21 20 28 47 20 24 21 22 22 21 25 20 20 34 20 20 35 25 26 24 23 28 34 2176 24 29 21 31 30 36
internal_value=0 2.89134e-07 -3.7757e-06 5.21488e-08 1.4446e-07 -2.67037e-08 9.13659e-08 6.69578e-06 -7.46467e-08 5.21873e-08 5.01098e-06 -2.88256e-07 1.32479e-06 -4.16651e-06 4.46173e-06 -1.58146e-05 9.92783e-06 -9.26382e-08 -7.01653e-06 2.22214e-07 -1.26753e-07 1.67424e-06 1.07011e-05 1.45455e-07 -7.29465e-08 -2.22619e-07 5.95238e-08 1.05782e-05 -3.60078e-07 -1.29992e-06
internal_weight=0 2899 222 2878 2858 2838 2814 69 2745 2724 175 2549 154 94 54 40 60 2529 110 2419 2394 88 60 2370 2347 2323 2294 88 2206 67
internal_count=3121 2899 222 2878 2858 2838 2814 69 2745 2724 175 2549 154 94 54 40 60 2529 110 2419 2394 88 60 2370 2347 2323 2294 88 2206 67
is_linear=0
shrinkage=0.1


Tree=4971
num_leaves=31
num_cat=0
split_feature=156 472 1429 475 475 475 475 16 475 1372 3 3 3 16 1 394 3 402 3 3 2 403 1447 480 481 52 0 13 3 12
split_gain=3.13606e-07 6.06812e-07 3.2579e-07 3.62422e-07 4.0554e-07 4.98088e-07 5.08892e-07 3.67354e-06 1.81692e-06 1.02024e-06 4.66606e-07 2.05466e-06 4.91494e-06 2.30837e-06 2.29127e-06 2.08257e-06 1.14255e-06 1.38723e-06 2.07914e-06 1.30756e-06 7.57038e-06 1.22505e-06 1.11937e-06 2.86059e-06 4.56232e-06 1.00306e-06 9.63201e-07 1.30231e-06 1.08709e-06 5.28302e-06
threshold=0.3248100000000001 -0.097514999999999977 0.12387000000000002 -0.41754499999999994 -0.10664 -0.090439999999999979 -0.086279999999999982 -0.0087049999999999992 -0.085734999999999992 -0.065504999999999994 -0.082594999999999988 -0.083344999999999989 -0.083654999999999993 -0.088704999999999992 0.090130000000000016 0.10448000000000002 -0.082334999999999978 0.15960500000000002 -0.082234999999999989 -0.082039999999999988 0.084755000000000011 -0.5335399999999999 -0.086359999999999978 0.086995000000000017 -0.085629999999999984 -1.0000000180025095e-35 0.10455500000000001 -0.033284999999999988 -0.077354999999999993 0.084405000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -7 -8 -10 11 12 15 -13 25 22 -12 18 -18 20 -20 -21 -11 24 -24 -15 28 -28 29 -23
right_child=-2 2 -4 4 5 6 8 -9 9 10 16 13 -14 14 -16 -17 17 -19 19 21 -22 26 23 -25 -26 -27 27 -29 -30 -31
leaf_value=1.7448608641643659e-05 -1.1633816788874001e-05 1.2051798503534883e-05 -1.215195822045313e-05 -1.1235965746436705e-05 1.4429806518971115e-05 -4.175750575703725e-05 2.9443444024461014e-05 1.3571380629530593e-05 -1.729781495883157e-05 2.2156823327653307e-05 -1.8288203903687868e-05 -1.3096320738744303e-05 -4.4289926267045604e-05 2.1226102520207255e-05 -4.9507923733926877e-07 3.1926805356554475e-05 2.8432037310267334e-05 -2.4917438049274295e-05 2.502036906662397e-05 2.0553878649869667e-05 -6.1987587441763027e-05 -5.4644634064970891e-05 3.9696540152363017e-05 -2.8199021629488391e-05 6.1170446950218145e-08 5.0610380570175883e-05 -3.3979914405790623e-05 -8.1028636737630295e-07 1.4987661783783957e-06 -1.9443556426819384e-06
leaf_weight=20 23 25 22 32 24 21 21 28 34 24 37 21 24 21 24 22 25 23 20 28 20 20 30 34 909 26 20 29 1125 389
leaf_count=20 23 25 22 32 24 21 21 28 34 24 37 21 24 21 24 22 25 23 20 28 20 20 30 34 909 26 20 29 1125 389
internal_value=0 8.63709e-08 -2.64441e-08 6.08469e-08 -3.80557e-08 8.14285e-08 -3.43232e-08 -1.0141e-05 1.34927e-07 -7.69414e-08 1.26998e-07 1.70365e-06 4.40008e-07 1.60295e-05 2.46442e-05 1.49351e-06 -9.0382e-07 -5.25231e-07 -1.90493e-07 -6.23905e-07 -1.84836e-05 -1.80461e-07 8.21963e-07 2.95718e-07 1.32748e-06 3.74812e-05 -5.47209e-07 -1.43489e-05 -1.06346e-07 -4.52139e-06
internal_weight=0 3098 3078 3056 3031 2999 2975 49 2926 2905 2871 1135 1043 92 71 1019 1736 1699 1676 1651 40 1611 997 973 939 47 1583 49 1534 409
internal_count=3121 3098 3078 3056 3031 2999 2975 49 2926 2905 2871 1135 1043 92 71 1019 1736 1699 1676 1651 40 1611 997 973 939 47 1583 49 1534 409
is_linear=0
shrinkage=0.1


Tree=4972
num_leaves=31
num_cat=0
split_feature=1210 1210 0 1209 1208 12 16 15 1210 1210 1210 1210 132 50 1204 132 1203 12 1210 130 3 51 51 4 4 43 16 16 51 1
split_gain=3.14851e-07 5.24438e-07 1.21828e-06 3.77645e-07 1.2834e-06 2.81618e-06 9.58418e-07 1.49938e-06 7.4334e-07 3.68602e-07 8.3882e-07 4.72127e-07 4.04794e-07 1.00547e-05 7.0565e-06 1.57544e-06 9.45749e-07 6.93685e-07 5.2938e-07 4.37666e-07 5.19428e-07 3.82627e-07 1.18574e-06 9.05742e-07 2.28733e-06 1.5033e-06 1.02153e-06 1.77532e-06 8.42358e-07 1.08101e-06
threshold=-0.42132499999999995 -0.099939999999999987 -0.07847999999999998 0.087485000000000021 0.11846000000000001 0.095175000000000023 -0.087659999999999988 0.086355000000000015 -0.085329999999999975 -0.07983999999999998 -0.064799999999999983 -0.049339999999999995 -0.083284999999999984 0.10022000000000002 -0.082199999999999981 -0.066044999999999979 0.086700000000000013 0.10911500000000002 -0.0084249999999999985 1.0000000180025095e-35 -0.080564999999999984 0.094075000000000006 0.092235000000000011 0.033845000000000007 0.0045450000000000013 -0.04652499999999999 -0.15012499999999998 -0.083134999999999987 0.10501000000000001 0.10022000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 6 -5 -8 -3 -10 -11 -12 13 16 -14 -16 17 19 -17 -13 -21 22 -20 24 26 -25 -23 -28 -29 -30
right_child=1 3 -4 4 -6 -7 7 -9 9 10 11 12 14 -15 15 18 -18 -19 21 20 -22 23 -24 25 -26 -27 27 28 29 -31
leaf_value=1.1177262866112869e-05 5.7099062194703785e-06 -1.8910382572184537e-05 -2.7569593294174412e-05 3.0912706479284678e-05 2.866573914616311e-05 -2.2639526640191703e-05 -1.2402137203025631e-05 2.189714110639985e-05 1.1601338775546068e-05 -1.9589158695122356e-05 1.4605143050258366e-05 1.4475763737209492e-06 -5.0362480531670631e-05 7.1487492823507645e-05 2.8066108452549088e-05 -1.5921122723652626e-05 -2.0531732082384193e-05 1.312374628351761e-05 -2.0962304472593532e-07 -2.4801134486551747e-06 -2.3285330062208232e-05 2.34008787888992e-05 -2.4666725665838384e-05 9.15840013021807e-06 3.3086548568529971e-05 -2.9149600708305593e-05 -1.620699156592309e-05 2.2216878038307188e-05 9.5220831855226889e-06 -8.4578837982819873e-06
leaf_weight=25 22 21 22 20 20 34 25 26 27 22 22 70 28 20 20 21 27 31 2245 30 20 21 20 20 27 21 50 25 83 56
leaf_count=25 22 21 22 20 20 34 25 26 27 22 22 70 28 20 20 21 27 31 2245 30 20 21 20 20 27 21 50 25 83 56
internal_value=0 -9.02649e-08 -1.09298e-05 6.60069e-08 5.44878e-06 1.0265e-06 1.23595e-05 5.08377e-06 -1.63869e-07 -2.83986e-08 -1.37465e-07 1.23203e-08 -1.00922e-07 4.25985e-06 -4.28352e-07 1.07545e-07 -3.29382e-06 -2.11547e-07 -1.08434e-07 -3.6565e-06 -1.08022e-05 2.08751e-08 -4.2558e-07 3.35824e-06 5.52107e-06 -1.04628e-05 2.35397e-06 2.88616e-07 5.31776e-06 2.27836e-06
internal_weight=0 3096 44 3052 125 105 71 51 2927 2906 2879 2857 2835 198 2637 2609 178 151 2589 120 50 2568 2265 303 262 41 235 214 164 139
internal_count=3121 3096 44 3052 125 105 71 51 2927 2906 2879 2857 2835 198 2637 2609 178 151 2589 120 50 2568 2265 303 262 41 235 214 164 139
is_linear=0
shrinkage=0.1


Tree=4973
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1210 1213 1210 1212 43 42 52 1210 132 394 1203 481 2 159 403 0 1 1 10 1 0 1 457 4 0 13 150
split_gain=3.9739e-07 5.8212e-07 5.87328e-07 4.19308e-07 2.18815e-06 7.33717e-07 4.39732e-07 1.88404e-06 2.09509e-06 1.88378e-06 1.22045e-06 4.25582e-07 1.69574e-06 1.06007e-06 3.89472e-07 2.53572e-06 4.96224e-06 2.06151e-06 1.14493e-06 3.81427e-07 9.65962e-06 8.55515e-06 1.92293e-06 4.84187e-06 2.98481e-06 1.67359e-06 3.79942e-06 3.77776e-06 1.36155e-06 2.88785e-06
threshold=0.12461500000000002 0.10737500000000001 0.098655000000000007 -0.13847499999999999 -0.083944999999999978 -0.090569999999999998 -0.089079999999999979 -0.0047449999999999992 0.085935000000000025 0.086275000000000004 -0.083289999999999989 -0.083174999999999985 0.10969000000000002 0.089005000000000015 -0.087424999999999989 0.092875000000000013 -0.085179999999999992 -0.55683499999999986 -0.082844999999999988 0.09202500000000001 0.092945000000000014 -0.0026549999999999994 0.090540000000000023 -0.080119999999999983 0.089875000000000024 0.097000000000000017 -0.010024999999999997 -0.23001499999999997 -0.085804999999999979 0.10874500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 8 -7 -9 -8 13 14 -12 15 16 -13 -16 -18 21 -21 -19 24 -24 25 27 -27 -23 -29 -30
right_child=-2 -3 -4 5 -6 6 10 9 -10 -11 11 12 -14 -15 17 -17 18 19 -20 20 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=3.3561668429423925e-05 -1.4050701411179036e-05 1.4990788019111699e-05 -1.6701805188425905e-05 -1.8264080327670937e-05 -9.4778839765139218e-06 -2.2131210571387784e-06 2.3257606722915585e-05 1.9571238547206649e-05 -4.5058162043330544e-05 -1.2128322299070754e-05 -1.6490765154083271e-06 -5.586567299143921e-05 2.7507980184568825e-05 -2.3987325998101976e-05 3.2457973329655939e-05 2.4172925474307377e-05 -9.7184117785710028e-06 -6.572389524990285e-05 1.9515904412920855e-05 6.5817901308353456e-05 2.0927524032554507e-07 3.9174214398371989e-05 4.1783175010871622e-05 -1.9288374793783684e-05 -3.4161225392801076e-05 1.4501027999358485e-05 -4.3004614141224282e-05 5.465787571719691e-06 -1.0744704891437627e-06 -3.7697945894747553e-05
leaf_weight=21 20 26 21 22 27 25 23 38 21 37 185 21 23 24 20 22 37 20 21 23 923 25 34 21 26 20 27 337 1009 22
leaf_count=21 20 26 21 22 27 25 23 38 21 37 185 21 23 24 20 22 37 20 21 23 923 25 34 21 26 20 27 337 1009 22
internal_value=0 9.06117e-08 -3.53735e-08 7.92287e-08 9.35192e-06 -6.88382e-08 6.5309e-08 -5.83959e-06 -2.17728e-05 3.93279e-06 3.1487e-07 1.29066e-07 4.74087e-07 -4.21423e-06 2.35674e-07 -5.85269e-06 -1.42143e-05 4.80958e-07 8.66427e-07 2.23804e-07 1.80441e-06 -7.4651e-07 1.07894e-07 1.84649e-05 -5.80809e-07 2.55043e-08 -1.85341e-05 6.51709e-07 -5.22844e-08 -1.85596e-06
internal_weight=0 3101 3075 3054 48 3006 2984 121 46 75 2863 2840 2631 209 2608 101 79 2507 58 2487 946 1541 1521 55 1466 1440 47 1393 1368 1031
internal_count=3121 3101 3075 3054 48 3006 2984 121 46 75 2863 2840 2631 209 2608 101 79 2507 58 2487 946 1541 1521 55 1466 1440 47 1393 1368 1031
is_linear=0
shrinkage=0.1


Tree=4974
num_leaves=31
num_cat=0
split_feature=1208 1208 43 1209 1209 1429 1417 156 1425 447 48 147 49 448 16 13 1 13 16 12 16 1212 1212 2 1210 1 1 1 1 1
split_gain=3.21887e-07 5.26417e-07 1.79341e-06 8.03465e-07 4.33932e-07 3.21696e-07 6.66802e-07 5.94663e-07 1.06306e-06 3.30676e-07 1.00668e-06 2.82529e-06 1.00142e-06 6.16482e-07 5.43612e-07 1.27186e-06 1.2673e-06 5.77609e-07 5.38978e-07 1.50919e-06 8.43561e-07 6.96071e-07 8.22822e-07 2.81079e-06 2.49754e-06 6.65495e-07 1.06603e-05 7.90117e-06 6.18813e-06 2.63277e-06
threshold=0.12461500000000002 0.10233500000000001 -0.03898999999999999 -0.097919999999999993 -0.087714999999999987 0.12521000000000002 -0.080324999999999994 0.3248100000000001 0.097335000000000019 0.088380000000000014 -0.078514999999999988 0.097985000000000017 -0.047584999999999995 -0.087679999999999994 -0.52595999999999987 -0.087324999999999986 0.11103500000000001 -0.16152999999999998 -0.50690499999999983 0.087005000000000013 -0.5009849999999999 -0.42670499999999995 -0.089544999999999986 0.08734500000000002 -0.21410999999999997 0.09202500000000001 0.092845000000000025 0.091450000000000017 0.093400000000000025 0.094220000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6 8 9 13 12 -12 -11 -8 15 17 -17 -15 19 -16 -20 -22 23 -23 -24 27 -27 -26 -28 -30
right_child=-2 2 -4 4 5 -7 7 -9 -10 10 11 -13 -14 14 18 16 -18 -19 20 -21 21 22 24 -25 25 26 28 -29 29 -31
leaf_value=-2.0046916984028942e-05 -1.2645629808503145e-05 3.1747978547563048e-05 -1.0093450255226345e-05 1.2683111924195179e-05 -1.7480826987924628e-05 1.2589500929607311e-05 1.7634927417020663e-05 -1.7192123123095372e-05 2.252865675213148e-05 -2.3663116302313507e-06 2.5618150692286727e-05 -2.1536980602832047e-05 -3.3632575286901557e-05 -9.0291201922809711e-06 -3.3067845631901744e-06 -3.5298404447795899e-05 -1.2147740426371457e-06 1.3392610454772054e-05 -1.4540332831996074e-05 2.9066838726521384e-05 -1.3534121009999782e-05 -3.4833874887378139e-06 -3.264011250829081e-05 3.7341257064746551e-05 1.5035819136036559e-07 6.8521449202307855e-05 -5.270843010380521e-05 -6.0160973529574141e-05 3.6425309405207046e-05 1.2838164578451273e-06
leaf_weight=20 20 21 20 27 22 20 20 20 21 21 27 24 20 20 36 24 20 27 39 24 36 48 23 26 1717 24 21 22 22 689
leaf_count=20 20 21 20 27 22 20 20 20 21 21 27 24 20 20 36 24 20 27 39 24 36 48 23 26 1717 24 21 22 22 689
internal_value=0 8.15566e-08 1.13375e-05 -6.92587e-08 6.21733e-08 -5.09251e-08 -1.35392e-07 -6.95019e-09 1.0952e-07 -5.11633e-08 -5.95154e-06 3.4275e-06 -1.76181e-05 1.4011e-07 1.59456e-08 -7.58724e-06 -1.98058e-05 3.85145e-06 2.69664e-07 9.64266e-06 5.87978e-08 2.75452e-07 4.67251e-07 1.08604e-05 1.61813e-07 4.64195e-07 2.9412e-06 -6.12637e-07 7.91024e-07 2.37118e-06
internal_weight=0 3101 41 3060 3040 3013 2993 2971 2951 2930 92 51 41 2838 2818 91 44 47 2727 60 2667 2628 2592 74 2518 2495 756 1739 732 711
internal_count=3121 3101 41 3060 3040 3013 2993 2971 2951 2930 92 51 41 2838 2818 91 44 47 2727 60 2667 2628 2592 74 2518 2495 756 1739 732 711
is_linear=0
shrinkage=0.1


Tree=4975
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 0 1186 52 16 3 39 33 12 47 47 9 3 47 1 47 15 3 148 447 16 151 41 12 42 12 147
split_gain=3.13159e-07 1.53641e-06 7.53691e-07 3.32977e-07 6.09957e-07 4.01579e-07 5.25682e-07 5.48102e-07 4.75381e-07 3.30471e-07 1.29606e-06 8.0795e-07 5.32503e-07 3.17095e-06 2.81087e-06 5.86302e-06 8.10147e-07 6.55417e-07 2.66643e-06 1.84421e-06 8.16138e-07 6.50044e-07 1.36212e-06 7.16877e-07 1.02814e-06 7.81227e-07 1.06468e-06 3.72459e-06 2.65589e-06 7.56304e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11418000000000002 -0.077429999999999985 -0.010834999999999999 0.08709500000000002 -0.090764999999999985 -0.08824499999999999 -1.0000000180025095e-35 -0.012019999999999998 -0.015429999999999998 0.094160000000000008 0.096850000000000006 0.088235000000000022 -0.13309499999999996 0.091210000000000013 0.099990000000000009 0.107145 -0.15026499999999995 -0.079379999999999992 -0.10069499999999999 0.094580000000000011 -0.54656499999999986 -0.00099499999999999979 0.076195000000000013 0.085565000000000016 0.091545000000000015 0.089300000000000004 0.092070000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7 -9 11 -11 -3 14 -14 16 -16 21 19 -19 -15 -21 -12 23 24 -23 29 27 -27 -28 -25
right_child=1 9 -4 -5 -6 6 -8 8 -10 10 12 -13 13 17 15 -17 -18 18 -20 20 -22 22 -24 25 -26 26 28 -29 -30 -31
leaf_value=7.7700609283835679e-06 2.7227597041971985e-05 -2.9067589997383394e-06 -1.8956840010884794e-05 -9.6654192696941885e-06 1.2287512828541888e-05 1.0896503638081333e-05 -1.9806433625663412e-05 2.9404186534520704e-06 -1.7032581292998937e-05 -2.1873402228165006e-05 1.4151323259170568e-05 2.1532444651484185e-05 3.9017671629911398e-05 -2.9991978285777254e-05 1.3848277529612696e-05 -5.4291836434978387e-05 2.0201316638122082e-05 3.8408729596994821e-05 5.0906122011768343e-09 -3.5480990879263759e-06 1.9005337145201688e-05 -2.866933632287241e-05 -2.5552625205212581e-05 -2.9810678286900926e-07 6.0145546691663714e-07 5.1223154869581956e-05 -2.8824814667132159e-05 -4.4888188913968664e-06 2.1001714820000498e-05 1.6240383307116906e-05
leaf_weight=28 21 31 28 39 35 23 21 22 26 27 32 24 24 23 23 28 20 21 130 68 21 21 21 2216 28 21 20 28 23 28
leaf_count=28 21 31 28 39 35 23 21 22 26 27 32 24 24 23 23 28 20 21 130 68 21 21 21 2216 28 21 20 28 23 28
internal_value=0 2.77205e-07 -3.61978e-06 -1.40619e-06 6.71943e-07 -2.71593e-06 -5.90732e-06 -1.79631e-06 -7.87829e-06 8.05553e-08 -6.90156e-08 7.75762e-06 1.41542e-07 4.22193e-06 -3.25207e-07 -2.3562e-05 1.56923e-07 1.04666e-06 5.34599e-06 -4.74977e-06 1.7735e-06 -7.51006e-09 -1.95824e-07 2.74437e-08 -1.19432e-05 2.7854e-07 9.31024e-06 1.93877e-05 -2.17342e-06 -9.17442e-08
internal_weight=0 2899 222 194 155 120 92 71 48 2878 2823 55 2796 287 2509 51 2458 263 151 112 89 2438 2406 2385 49 2336 92 49 43 2244
internal_count=3121 2899 222 194 155 120 92 71 48 2878 2823 55 2796 287 2509 51 2458 263 151 112 89 2438 2406 2385 49 2336 92 49 43 2244
is_linear=0
shrinkage=0.1


Tree=4976
num_leaves=31
num_cat=0
split_feature=9 10 124 9 12 132 1203 1185 50 1204 12 1210 12 160 12 13 4 133 3 4 13 151 13 52 42 12 0 16 42 42
split_gain=4.00786e-07 1.05174e-06 1.85404e-06 1.01161e-06 9.6698e-07 3.4596e-07 9.52569e-06 6.07652e-06 1.85789e-06 4.61968e-07 3.96862e-07 2.6832e-06 2.42521e-06 3.71971e-06 1.73522e-06 1.08683e-06 2.41934e-06 3.0258e-06 2.12324e-06 2.10398e-06 1.95609e-06 1.55633e-06 1.44723e-06 1.55743e-06 2.47825e-06 3.1578e-06 2.58573e-06 3.43897e-06 2.71392e-06 3.56763e-06
threshold=0.092410000000000006 0.053330000000000009 -1.0000000180025095e-35 0.087755000000000014 -0.010834999999999999 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.082199999999999981 0.085355000000000014 -0.08126499999999999 0.085635000000000003 -1.0000000180025095e-35 0.085955000000000018 -0.081829999999999986 -0.080924999999999983 -0.0097699999999999992 -0.047929999999999993 -0.078809999999999977 -0.081224999999999978 -0.091174999999999992 -0.082574999999999982 0.098380000000000009 0.091295000000000015 0.092755000000000018 -0.083804999999999977 -0.014754999999999999 0.087405000000000024 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -2 6 8 -7 -1 -9 11 -11 13 -12 -14 16 17 -16 20 -18 -17 -21 23 24 26 -26 28 -28 29 -23
right_child=4 2 -4 -5 -6 7 -8 9 -10 10 12 -13 14 -15 15 18 19 -19 -20 21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-1.5183640510477998e-07 2.4048337158803962e-05 4.694794872540072e-06 -3.7848071675625763e-05 2.1938354482353179e-05 -3.2051571997726572e-06 -5.273173326052281e-05 6.4594724331666097e-05 9.9696825778348444e-06 -3.23537455582823e-05 -3.6987105635316334e-05 -5.172604401845352e-06 -9.0269944597202732e-07 -2.1778884443587494e-05 5.4346964316209781e-05 -4.9470443627797074e-06 -2.7980034268694002e-05 -2.0887796967549045e-05 4.3609751887605388e-05 -3.1731121428244729e-05 2.9636261265493336e-05 3.3007473546512153e-07 1.242707754803026e-05 2.3333753908387265e-05 -1.005053594602206e-05 -3.4481324517704102e-05 8.4377687653613985e-06 5.5493245168623547e-05 7.8334106547117698e-07 2.3663856662982979e-05 -3.8722301302186684e-05
leaf_weight=172 23 21 20 21 30 22 23 46 20 21 21 1101 35 21 21 25 36 33 22 23 1028 30 31 94 30 40 27 20 39 25
leaf_count=172 23 21 20 21 30 22 23 46 20 21 21 1101 35 21 21 25 36 33 22 23 1028 30 31 94 30 40 27 20 39 25
internal_value=0 -1.48936e-07 -1.60578e-05 6.65461e-08 8.62183e-06 -8.6251e-08 3.77901e-06 -3.84005e-07 -3.5062e-06 3.19032e-08 -1.35977e-07 -1.57808e-06 8.74663e-07 2.45872e-05 2.3584e-07 7.41427e-07 4.87351e-06 2.47266e-05 -9.84436e-07 2.15942e-06 -3.42055e-07 4.47056e-06 2.74791e-06 6.55575e-07 5.42512e-06 -9.95613e-06 1.30612e-05 3.22124e-05 3.48559e-06 -1.08226e-05
internal_weight=0 3068 41 3027 53 3006 215 2791 192 2769 2723 1122 1601 42 1559 1524 449 54 1075 395 1053 359 336 305 211 70 141 47 94 55
internal_count=3121 3068 41 3027 53 3006 215 2791 192 2769 2723 1122 1601 42 1559 1524 449 54 1075 395 1053 359 336 305 211 70 141 47 94 55
is_linear=0
shrinkage=0.1


Tree=4977
num_leaves=31
num_cat=0
split_feature=9 10 2 9 12 46 46 1428 16 1374 151 1371 482 1 402 16 484 13 150 151 475 49 151 160 159 484 0 52 0 13
split_gain=3.24637e-07 8.51905e-07 1.71242e-06 8.19402e-07 7.83254e-07 3.19968e-07 5.64818e-07 4.58826e-07 3.79239e-07 2.00179e-06 2.06631e-06 1.49884e-06 1.46533e-06 2.1011e-06 1.3906e-06 1.18217e-06 2.03041e-06 2.68232e-06 1.67579e-06 1.0342e-06 1.07026e-06 2.01151e-06 9.69216e-07 8.73321e-07 1.71188e-06 2.35312e-06 1.14522e-06 2.65628e-06 5.54123e-06 1.85162e-06
threshold=0.092410000000000006 0.053330000000000009 -0.15339499999999998 0.087755000000000014 -0.010834999999999999 0.10987500000000001 0.083550000000000013 -0.070379999999999984 -0.0094449999999999968 0.087110000000000007 -0.37203999999999993 0.083235000000000017 0.098465000000000011 0.15170500000000001 0.10874500000000002 -0.0048099999999999992 -0.081684999999999994 -0.084774999999999989 0.083250000000000005 -0.5225749999999999 -0.082549999999999998 -0.0087849999999999977 0.092070000000000013 -0.079009999999999983 0.10545500000000001 0.085905000000000009 -0.14794999999999997 -0.0087299999999999982 -0.078244999999999995 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -2 6 7 -1 11 10 -10 12 13 19 15 16 -12 -18 -19 -9 21 -21 -22 24 25 -17 -25 -28 -29 -30
right_child=4 2 -4 -5 -6 -7 -8 8 9 -11 14 -13 -14 -15 -16 23 17 18 -20 20 22 -23 -24 26 -26 -27 27 28 29 -31
leaf_value=1.1685752415911395e-05 2.1643501919322222e-05 6.4894397632997434e-06 -3.4396308295808486e-05 1.9744514931863662e-05 -2.8846416353189852e-06 1.1938018087676029e-05 -1.5133984747990327e-05 -2.1292641800259434e-05 2.9989426027333098e-05 -3.1542306797663599e-05 1.2117218526933964e-05 2.1483603188030161e-05 -2.3277244839356662e-05 3.1348237801218853e-05 1.7321562980312693e-05 1.2412978449560796e-06 -4.7760047209521872e-05 -2.5456586404142138e-05 6.6908796992827454e-06 3.8587772377511668e-05 4.0180607676865606e-07 8.2989192542511368e-07 -1.5961061245508138e-05 1.642140542874889e-05 -1.9146251869036257e-05 2.9860340860401135e-05 -4.6370619930314022e-07 -6.3483395864577258e-05 1.4279459572145274e-05 -1.5367765486602864e-05
leaf_weight=33 23 20 21 21 30 22 25 22 21 22 27 34 26 22 37 96 24 31 34 21 1673 43 37 30 24 41 534 21 29 77
leaf_count=33 23 20 21 21 30 22 25 22 21 22 27 34 26 22 37 96 24 31 34 21 1673 43 37 30 24 41 534 21 29 77
internal_value=0 -1.34043e-07 -1.4452e-05 5.98912e-08 7.75965e-06 -7.76261e-08 -1.66213e-07 -3.97536e-08 -1.71996e-07 -1.696e-06 -1.05602e-06 6.7846e-07 2.94851e-07 6.31966e-07 -1.70473e-06 -2.43198e-06 -1.19029e-05 -1.91899e-05 -8.64099e-06 2.55709e-07 5.22937e-07 1.32192e-05 4.77557e-08 -1.1425e-06 5.49024e-06 9.80612e-06 -2.6879e-06 -3.5552e-06 -1.65541e-05 -7.25673e-06
internal_weight=0 3068 41 3027 53 3006 2984 2959 2926 1048 1026 1878 1844 1818 1005 968 116 89 65 1796 1774 64 1710 852 161 137 691 661 127 106
internal_count=3121 3068 41 3027 53 3006 2984 2959 2926 1048 1026 1878 1844 1818 1005 968 116 89 65 1796 1774 64 1710 852 161 137 691 661 127 106
is_linear=0
shrinkage=0.1


Tree=4978
num_leaves=31
num_cat=0
split_feature=10 0 12 9 132 1203 132 47 9 47 0 1 50 13 52 148 447 47 447 48 48 151 14 12 43 158 13 3 13 2
split_gain=3.47554e-07 1.8595e-06 2.16654e-06 8.95876e-07 3.15218e-07 2.03336e-06 1.54054e-06 3.68249e-07 5.89711e-06 2.54293e-06 6.03356e-07 7.42342e-07 2.62837e-06 2.53511e-06 6.83872e-07 5.25587e-07 8.63252e-07 5.02276e-07 4.91734e-07 4.82589e-07 5.36863e-07 1.77887e-06 5.61361e-07 2.12208e-06 1.62182e-06 2.43182e-06 5.90188e-07 2.12811e-06 1.58368e-06 2.33456e-06
threshold=0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.091600000000000015 -0.083449999999999983 0.089480000000000018 -0.076764999999999986 0.094160000000000008 0.082870000000000013 0.096850000000000006 -0.019414999999999998 0.099990000000000009 0.13159000000000001 -1.0000000180025095e-35 -0.0027449999999999996 -0.10069499999999999 0.094580000000000011 0.091210000000000013 0.089635000000000006 -0.091869999999999993 -0.031249999999999997 -0.083919999999999981 0.023790000000000002 0.089300000000000004 -0.078654999999999989 0.082560000000000008 -0.13710499999999998 -0.076669999999999988 -0.097224999999999992 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -6 8 15 -9 11 13 -13 14 -11 -8 17 18 19 -17 21 -21 26 24 -24 -26 27 -22 29 -28
right_child=1 2 -4 -5 6 -7 7 9 -10 10 -12 12 -14 -15 -16 16 -18 -19 -20 20 22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=-5.8254146604319603e-07 2.9201992889284158e-05 1.487207060387347e-05 -2.3503049495689409e-05 -1.9836669929171204e-05 2.6029902864652485e-05 -3.4087561716376057e-05 1.2851484123643786e-05 3.6096236329864371e-05 -5.0752154647457442e-05 -3.3661888629957017e-06 -1.5540131516900147e-05 8.9408381936664235e-07 3.7677741246348574e-05 -3.6386726371802069e-05 1.6018188058199355e-05 -1.1321681753734564e-05 -1.8920036882263958e-05 1.5537513137955796e-05 1.3955388181784655e-05 -7.8573134408582966e-06 -3.078058666363047e-05 3.2920780239180661e-05 3.7182052865318839e-06 1.983155544578386e-05 -5.1545769681317984e-05 -3.9707257980938137e-06 8.4066910947113658e-07 -1.1488056435478878e-07 7.3175280292622409e-08 3.9146162495084216e-05
leaf_weight=192 25 31 28 23 23 20 32 22 23 52 21 125 23 20 28 38 24 21 25 23 28 20 25 21 22 21 41 118 1980 26
leaf_count=192 25 31 28 23 23 20 32 22 23 52 21 125 23 20 28 38 24 21 25 23 28 20 25 21 22 21 41 118 1980 26
internal_value=0 6.34522e-06 -3.33985e-06 -1.75508e-07 -2.54726e-08 -3.74339e-06 2.55826e-07 4.25106e-08 -3.51173e-07 3.40844e-06 7.35088e-07 2.11323e-06 6.61046e-06 -4.54267e-06 3.41834e-06 1.191e-07 -4.83629e-08 1.39649e-07 4.24045e-09 -1.4336e-07 3.934e-08 1.11092e-05 -1.69252e-07 -7.95477e-06 -1.65358e-05 -2.83114e-05 1.46713e-07 -5.99597e-06 5.84834e-07 1.57055e-05
internal_weight=0 84 59 3037 3014 212 2802 2779 2488 291 269 248 148 100 80 2465 2433 2409 2388 2363 2325 43 2282 89 68 43 2193 146 2047 67
internal_count=3121 84 59 3037 3014 212 2802 2779 2488 291 269 248 148 100 80 2465 2433 2409 2388 2363 2325 43 2282 89 68 43 2193 146 2047 67
is_linear=0
shrinkage=0.1


Tree=4979
num_leaves=31
num_cat=0
split_feature=47 2 9 1 47 1 9 10 47 47 1 12 52 1 12 0 132 1203 1185 1 0 130 47 12 457 2 13 13 51 51
split_gain=3.62665e-07 3.93937e-06 1.24895e-06 4.32023e-06 9.52553e-07 9.03125e-07 5.54449e-07 2.19547e-06 5.22196e-07 7.44192e-07 1.35636e-06 1.42033e-06 1.65391e-06 6.44388e-07 7.39632e-07 7.02051e-07 5.04933e-07 1.0748e-05 5.62561e-06 1.52129e-06 7.18757e-07 5.1926e-07 4.90307e-07 4.68445e-07 4.21066e-07 7.36468e-07 4.34282e-07 2.06193e-06 2.04185e-06 5.22439e-06
threshold=0.092165000000000011 -1.0000000180025095e-35 -0.013509999999999999 0.107145 0.090100000000000013 0.13820500000000002 0.08925000000000001 0.053330000000000009 0.097970000000000015 0.10843500000000002 0.099990000000000009 0.08401500000000002 -0.0027449999999999996 0.11588000000000001 0.09320500000000001 -0.060129999999999996 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.088135000000000005 -0.073309999999999986 0.10797500000000002 0.11939500000000002 0.090695000000000012 -0.11701499999999999 0.10467500000000002 -0.13710499999999998 -0.10278499999999999 0.081440000000000026 0.097935000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -5 16 -8 23 10 11 -10 -13 14 -11 22 17 19 -18 20 21 -4 -15 -3 25 -20 28 -28 -26 -30
right_child=1 8 4 5 -6 -7 7 -9 9 13 -12 12 -14 15 -16 -17 18 -19 24 -21 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=5.2944603493756406e-05 -4.6140105068843696e-05 -2.0336760734776164e-05 1.1822141570927652e-06 8.5264038448374972e-06 -2.1205481867322568e-05 -1.6812929574040356e-05 3.4820478318083175e-05 -4.8745197139061553e-06 -2.0561845615867986e-05 -1.572904110797129e-06 2.5197110670660552e-05 -9.2624056560453034e-06 3.1405903482664146e-05 -8.5168069815084058e-07 -2.0826172746524208e-05 -8.5558518438836362e-06 -5.3246405477693778e-05 7.4257070118619601e-05 -3.6769328289665285e-06 -2.6037360781629108e-05 1.8278032966918546e-05 -1.4714364823913246e-05 1.7277508782821575e-05 -1.5401314474571416e-07 1.2763134782621787e-06 2.3135990081105515e-05 2.3961354963830674e-05 -1.7048067333365118e-07 -5.8272868012533189e-05 9.1923105931831131e-06
leaf_weight=20 20 23 98 39 21 22 22 38 22 53 32 20 20 26 32 33 20 20 20 25 20 26 35 23 137 21 36 2151 22 24
leaf_count=20 20 23 98 39 21 22 22 38 22 53 32 20 20 26 32 33 20 20 20 25 20 26 35 23 137 21 36 2151 22 24
internal_value=0 -3.08805e-06 3.76295e-07 1.26116e-05 9.37297e-09 -6.12372e-07 1.75609e-07 9.68031e-06 -3.8886e-07 1.27195e-06 8.47678e-06 -1.53075e-07 1.10717e-05 -2.51159e-06 -8.82119e-06 3.19389e-06 -4.20562e-08 4.93678e-06 -4.2914e-07 -3.2668e-06 6.86418e-07 -2.15094e-06 9.55031e-06 -1.02454e-05 8.99597e-09 1.00565e-05 -1.64822e-07 2.26751e-07 -4.84444e-06 -2.30736e-05
internal_weight=0 339 2782 81 2701 61 2680 60 319 273 94 62 40 179 85 94 2620 189 2431 169 144 124 61 46 2411 41 2370 2187 183 46
internal_count=3121 339 2782 81 2701 61 2680 60 319 273 94 62 40 179 85 94 2620 189 2431 169 144 124 61 46 2411 41 2370 2187 183 46
is_linear=0
shrinkage=0.1


Tree=4980
num_leaves=31
num_cat=0
split_feature=448 447 447 97 34 33 34 9 2 45 151 4 1 3 1374 43 150 150 150 42 52 0 1 42 16 43 133 43 474 1
split_gain=3.67394e-07 1.07662e-06 4.41604e-07 4.00782e-07 8.50067e-07 6.07738e-07 1.07845e-06 1.1096e-06 1.64207e-06 3.75366e-07 3.39859e-07 3.08634e-06 2.52957e-06 1.69405e-06 7.73522e-07 5.38548e-07 2.82513e-06 2.48663e-06 1.96093e-06 1.57782e-06 2.18065e-06 3.27097e-06 2.57461e-06 1.60409e-06 2.89359e-06 3.0652e-06 2.41124e-06 1.74825e-06 1.61656e-06 1.39022e-06
threshold=0.068920000000000023 0.094005000000000019 0.089395000000000016 -0.086464999999999986 -0.08786999999999999 1.0000000180025095e-35 -0.057544999999999992 0.091600000000000015 -1.0000000180025095e-35 0.094030000000000016 0.056735000000000001 0.033845000000000007 0.091535000000000019 -0.085384999999999975 -0.096434999999999979 -0.082389999999999977 0.10874500000000002 0.10874500000000002 0.090480000000000019 0.087745000000000004 0.10347000000000002 -0.080309999999999979 0.07863500000000001 0.083595000000000017 -0.0092699999999999987 -0.085154999999999995 0.086910000000000015 -0.086304999999999979 0.087035000000000015 0.10828500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 -8 10 14 12 13 -12 -10 17 18 19 -17 23 22 -22 -21 27 25 -25 -26 -16 -28 -24
right_child=-2 -3 -4 4 5 -7 7 -9 9 -11 11 -13 -14 -15 15 16 -18 -19 -20 20 21 -23 29 24 26 -27 28 -29 -30 -31
leaf_value=-1.3411596633390716e-05 -1.3509982691175538e-05 1.8334620907012323e-05 -1.0411828111362013e-05 1.5409100132678256e-05 1.9990241155567307e-05 -1.3978588392473608e-05 2.0786371485308722e-05 -1.7063916617955426e-05 -1.5947221647600659e-05 -1.0431969808207343e-05 1.82383492266616e-05 -2.1271739417727534e-05 3.5318157780592529e-05 -1.860476086221752e-05 5.0437057574180645e-07 -8.9520873527879618e-07 -3.3647528632102947e-05 3.6228897083457838e-05 2.2991484420994573e-05 -1.8278927254868903e-05 5.7078679009507703e-05 7.4177564480730032e-06 3.3131210629259543e-05 -4.7169165532757303e-05 -1.8101042469960008e-05 -4.6883324778588893e-06 3.1097474444929196e-05 2.9581546343913283e-05 -5.6058460086205751e-06 5.9438333319748973e-07
leaf_weight=22 20 32 41 36 27 31 38 38 31 35 26 32 36 24 344 1902 26 21 35 40 21 36 24 33 34 35 30 22 20 29
leaf_count=22 20 32 41 36 27 31 38 38 31 35 26 32 36 24 344 1902 26 21 35 40 21 36 24 33 34 35 30 22 20 29
internal_value=0 8.7136e-08 -1.03128e-07 3.64551e-08 1.34877e-07 -5.02648e-08 9.66484e-08 -8.78045e-08 1.36653e-07 -1.40035e-07 -1.1432e-08 5.24102e-06 1.51062e-05 5.53656e-07 -2.42438e-07 -5.88605e-08 -9.03118e-07 2.34648e-06 -4.63596e-07 1.28131e-06 1.03128e-05 2.57139e-05 8.73431e-07 -1.33399e-06 -9.96909e-06 -2.5304e-05 2.4449e-06 2.25218e-06 1.64161e-05 1.5328e-05
internal_weight=0 3101 3069 3028 3006 2970 2939 2912 2874 2836 2801 118 86 50 2683 2652 1963 689 1937 668 150 57 93 518 152 68 84 366 50 53
internal_count=3121 3101 3069 3028 3006 2970 2939 2912 2874 2836 2801 118 86 50 2683 2652 1963 689 1937 668 150 57 93 518 152 68 84 366 50 53
is_linear=0
shrinkage=0.1


Tree=4981
num_leaves=31
num_cat=0
split_feature=9 10 2 9 12 1210 3 3 3 49 1447 480 1447 1456 0 13 0 0 13 160 16 151 2 2 3 401 2 12 160 13
split_gain=3.61139e-07 1.04621e-06 1.63034e-06 1.04717e-06 5.48293e-07 3.04315e-07 3.69881e-07 3.18546e-06 1.98347e-06 1.09205e-06 1.46181e-06 2.34851e-06 3.32008e-06 1.80907e-06 1.13363e-06 2.1672e-06 1.46299e-06 3.53323e-06 2.16071e-06 1.53557e-06 5.3705e-06 3.34495e-06 1.92839e-06 2.83992e-06 2.74379e-06 1.66863e-06 1.32749e-06 1.13107e-06 1.12257e-06 1.15511e-06
threshold=0.092410000000000006 0.053330000000000009 -0.15339499999999998 0.085355000000000014 -0.010834999999999999 -0.42132499999999995 -0.083489999999999995 -0.083784999999999984 -0.08323499999999999 -0.011279999999999997 -0.086424999999999988 0.086995000000000017 -0.084334999999999979 -0.088849999999999985 -0.089269999999999988 -0.086354999999999987 -0.086554999999999979 -0.085669999999999982 -0.010094999999999998 -0.085764999999999994 -0.0098449999999999979 -0.090769999999999976 0.088930000000000023 0.098260000000000014 -0.091354999999999978 0.092675000000000021 0.087955000000000019 0.087445000000000009 -0.089744999999999978 -0.08645499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -2 -1 7 9 -8 28 -11 12 -12 -14 -15 -16 18 -18 -17 20 -19 -21 25 24 -24 26 27 -23 -7 -30
right_child=4 2 -4 -5 -6 6 8 -9 -10 10 11 -13 13 14 15 16 17 19 -20 21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=1.0883957900659881e-05 1.9800492744885245e-05 4.4250391317746114e-06 -3.5468835457799113e-05 1.9679202166487272e-05 -7.2150418873206955e-07 1.0335196451099668e-05 -2.8486011790216886e-05 3.7281111182589188e-05 -6.7056104723869635e-07 2.6667212533420354e-05 3.1921877462082196e-05 -2.3535832858485534e-05 -2.7389949454201002e-05 9.3345377587766997e-06 -2.5957356903687003e-05 8.7354944698745393e-06 4.2953871178767824e-05 -1.0661929711743681e-05 -2.9756407600091609e-05 -3.1752824253317161e-05 5.7707098530954685e-05 -6.4561000922991549e-06 4.585942129538393e-05 5.450957670368799e-07 5.3816380717431791e-06 -3.0880972008162648e-05 -2.0890615803270316e-05 7.9798090217960202e-06 2.3636477935671667e-06 -1.7596742384668096e-05
leaf_weight=25 23 20 21 27 30 30 26 24 1832 23 36 37 22 156 31 25 21 27 35 32 20 102 34 129 33 21 31 116 43 89
leaf_count=25 23 20 21 27 30 30 26 24 1832 23 36 37 22 156 31 25 21 27 35 32 20 102 34 129 33 21 31 116 43 89
internal_value=0 -1.41383e-07 -1.60084e-05 7.35325e-08 8.18427e-06 -1.02919e-07 -1.95245e-07 1.24284e-06 -1.0598e-06 4.51512e-07 1.77005e-06 1.1394e-06 2.1876e-06 9.05644e-07 1.67133e-06 -1.48244e-07 1.12984e-06 2.70383e-06 -1.37181e-05 1.15291e-06 1.84313e-05 -4.77776e-07 1.66987e-06 9.22006e-06 2.59226e-05 -3.81101e-06 -1.52801e-06 1.22539e-06 -7.12603e-06 -1.10945e-05
internal_weight=0 3068 41 3027 53 3000 2975 1117 1858 1093 931 908 871 835 813 657 626 566 60 545 47 498 466 196 67 270 249 218 162 132
internal_count=3121 3068 41 3027 53 3000 2975 1117 1858 1093 931 908 871 835 813 657 626 566 60 545 47 498 466 196 67 270 249 218 162 132
is_linear=0
shrinkage=0.1


Tree=4982
num_leaves=31
num_cat=0
split_feature=130 10 2 1 46 1456 51 1456 154 157 1420 0 1420 1419 47 47 47 0 15 15 15 15 43 133 15 15 16 15 0 2
split_gain=3.35982e-07 1.02659e-06 1.16858e-06 6.74421e-07 3.3832e-07 5.23681e-07 4.86756e-07 4.12288e-07 5.86267e-07 8.64259e-07 6.51185e-07 2.38687e-06 1.02258e-06 7.13819e-07 4.64733e-07 3.31526e-06 1.81973e-06 5.49922e-07 5.56754e-07 2.99506e-06 2.75492e-06 3.02557e-06 2.89689e-06 2.62654e-06 1.84162e-06 1.22584e-06 2.75228e-06 1.52088e-06 1.3708e-06 1.05074e-06
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 0.16540500000000002 0.084955000000000017 0.14523500000000003 0.078435000000000019 0.11510000000000002 0.085530000000000009 0.63604500000000008 -0.08341999999999998 -0.059114999999999994 -0.079539999999999986 0.091465000000000005 0.092165000000000011 0.096475000000000019 0.089640000000000011 -0.24955499999999997 -0.090644999999999989 -0.088429999999999995 -0.092489999999999989 -0.093959999999999988 -0.081374999999999989 0.085355000000000014 -0.087679999999999994 -0.096999999999999989 -0.095094999999999985 -0.11033999999999998 -0.097274999999999986 0.098035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -6 8 9 10 11 -3 -12 14 16 -16 17 -14 20 23 21 25 -22 -20 -21 27 -27 -19 29 -29
right_child=1 3 -4 -5 6 -7 -8 -9 -10 -11 12 -13 13 -15 15 -17 -18 18 19 24 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-1.291953675718105e-05 -6.7360605109050614e-07 -6.6430943280143002e-06 3.3101485619226879e-05 -1.7572942378633757e-05 2.0233351601746112e-05 -1.5866371419785234e-05 -6.9702489417977633e-07 1.3034549101575977e-05 1.6937530836003135e-05 -2.0958585855623825e-05 -2.1777676442204874e-05 3.7021092274309406e-05 1.4937337167793884e-05 -1.8077509329569612e-05 -3.2650242220760059e-05 2.7712672918403034e-07 2.9065800663374831e-05 3.5089461094010327e-06 -4.1501248262396522e-05 2.4935016109997502e-05 -5.9780076117021966e-07 -3.5726245170570277e-05 4.5853108330730125e-05 4.4246900051803098e-06 -4.5589592755632716e-07 4.1658969604441157e-05 -3.4477221913309021e-06 -3.9558366552228108e-05 4.7255293605397536e-06 -9.4838034643684157e-06
leaf_weight=20 21 31 20 22 20 21 25 24 20 20 22 21 25 22 35 242 22 292 33 29 25 22 29 20 1907 24 31 21 29 26
leaf_count=20 21 31 20 22 20 21 25 24 20 20 22 21 25 22 35 242 22 292 33 29 25 22 29 20 1907 24 31 21 29 26
internal_value=0 8.33251e-08 1.5802e-05 -1.27285e-07 -9.50616e-10 -1.30347e-07 8.60536e-06 -1.91573e-08 -1.25429e-07 -2.41979e-07 -9.94992e-08 1.09905e-05 -3.01418e-07 -1.34701e-07 5.67689e-09 -3.88337e-06 4.30634e-07 1.79948e-07 3.16625e-08 -7.1761e-07 3.01824e-06 4.29902e-07 2.43481e-05 -2.41707e-05 -7.55569e-08 2.31036e-06 1.62352e-05 2.29207e-07 -1.23719e-05 -2.29214e-05
internal_weight=0 3101 41 3060 3038 2993 45 2972 2948 2928 2908 52 2856 2834 2812 277 2535 2513 2488 1989 499 445 54 53 1936 423 55 368 76 47
internal_count=3121 3101 41 3060 3038 2993 45 2972 2948 2928 2908 52 2856 2834 2812 277 2535 2513 2488 1989 499 445 54 53 1936 423 55 368 76 47
is_linear=0
shrinkage=0.1


Tree=4983
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 4 43 3 4 157 471 474 474 1429 157 52 16 16 2 42 1374 1375 1453 0 0 484 484 0 2 13 12
split_gain=3.42029e-07 9.24584e-06 4.87545e-06 2.51722e-06 3.454e-07 8.95816e-07 2.66751e-06 5.93774e-07 1.82846e-06 1.2646e-06 6.05927e-07 4.16577e-07 7.24493e-07 1.96251e-06 5.88195e-07 3.0845e-06 5.43731e-06 1.95365e-06 1.53679e-06 1.31952e-06 1.29248e-06 1.31532e-06 1.10068e-06 4.37843e-06 2.01524e-06 1.28264e-06 9.01233e-07 9.499e-07 1.34764e-06 1.17683e-06
threshold=-0.083284999999999984 0.10022000000000002 0.11233000000000001 0.089480000000000018 -0.50940999999999981 -0.018859999999999998 0.083060000000000009 -0.50052499999999989 -0.00078499999999999989 -0.085064999999999988 -0.25711499999999993 -0.091284999999999991 -0.060529999999999994 -0.04831499999999999 -0.080114999999999978 -0.087659999999999988 -0.069144999999999984 0.089605000000000018 0.10705500000000003 -0.26569999999999994 0.084665000000000018 -0.063399999999999984 -0.069444999999999993 -0.063634999999999983 0.089765000000000011 0.084435000000000024 -0.14723999999999998 0.088930000000000023 -0.087934999999999985 0.089085000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -2 -7 8 -6 -9 -11 -12 13 -13 15 17 -17 -14 20 -16 21 -18 24 -24 25 26 -23 29 -29 -28
right_child=2 -3 -4 -5 7 6 -8 9 -10 10 11 12 14 -15 19 16 18 -19 -20 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=8.9866572441964864e-07 4.6388114512973557e-06 6.6902704349472306e-05 -4.7184441560106778e-05 -3.6518239096494656e-05 2.755274017231543e-05 -4.2089464962676477e-05 5.43111617237931e-06 -2.4987318602143206e-05 -1.0202872017024991e-05 1.6779171396179167e-05 -1.1804888031449459e-05 -2.2438259121200474e-06 3.7067301163915545e-06 3.6636278664445854e-05 2.5741895994239411e-05 -5.6073483092404794e-05 -3.0922469604774961e-05 4.5638615774805656e-05 1.6995593202611617e-05 5.4435286952423616e-07 1.4367548004991157e-05 -1.5405411303594847e-05 -4.9903995764907446e-05 -3.6189725863420919e-06 2.9442246105872986e-05 -2.7189352953254934e-05 -1.2111790818823322e-05 3.1294869468183603e-05 2.3779548274729041e-06 1.1278881568917617e-05
leaf_weight=178 42 21 22 20 29 21 27 20 23 22 29 37 25 20 21 20 20 20 36 2008 34 39 25 112 20 21 76 20 83 30
leaf_count=178 42 21 22 20 29 21 27 20 23 22 29 37 25 20 21 20 20 20 36 2008 34 39 25 112 20 21 76 20 83 30
internal_value=0 3.81075e-06 -2.87586e-07 -2.88082e-06 7.06538e-08 -6.02676e-06 -1.53591e-05 2.67345e-07 1.08531e-05 6.62996e-08 2.50653e-07 1.15776e-07 2.45397e-07 1.13983e-05 1.82778e-09 -2.80356e-06 -4.91476e-06 2.23431e-05 -2.93186e-06 8.05146e-07 -4.42642e-06 -5.85915e-06 -4.68246e-06 -1.20651e-05 -1.18271e-06 -3.45966e-06 -1.45029e-06 1.15377e-06 7.99289e-06 -5.49179e-06
internal_weight=0 219 2902 198 2880 90 48 2790 52 2738 2718 2696 2667 57 2610 581 536 45 516 2029 480 446 426 137 289 269 248 209 103 106
internal_count=3121 219 2902 198 2880 90 48 2790 52 2738 2718 2696 2667 57 2610 581 536 45 516 2029 480 446 426 137 289 269 248 209 103 106
is_linear=0
shrinkage=0.1


Tree=4984
num_leaves=31
num_cat=0
split_feature=160 132 15 393 50 52 2 399 2 15 2 156 1425 4 3 3 12 4 1419 1419 49 1419 0 4 1 121 10 0 9 9
split_gain=3.86474e-07 3.58441e-07 9.09356e-06 4.4184e-06 1.68422e-06 4.66363e-07 3.35448e-07 8.6559e-07 6.53461e-07 4.71503e-07 3.30076e-07 3.22281e-07 5.42782e-07 3.73997e-07 1.12219e-06 3.37929e-06 1.79578e-06 7.30002e-07 5.16324e-07 4.36886e-07 1.40773e-06 7.67054e-07 4.05292e-07 1.0118e-06 5.60086e-07 9.87556e-07 6.08886e-07 1.41041e-06 2.66433e-06 9.23065e-07
threshold=0.62940000000000007 -0.083284999999999984 0.091915000000000011 0.12679500000000002 0.09227500000000001 0.090645000000000017 0.10497000000000002 0.090145000000000017 0.085485000000000019 0.084510000000000016 0.083935000000000023 0.32523500000000005 0.10129000000000002 -0.50690499999999983 -0.098469999999999988 0.084940000000000015 0.086565000000000017 -0.50052499999999989 0.10408000000000002 0.086505000000000012 0.08610000000000001 1.0000000180025095e-35 0.16094000000000003 -0.39518999999999993 0.16540500000000002 -0.094339999999999993 0.0036750000000000007 -0.080119999999999983 0.092890000000000014 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 5 6 7 8 9 10 -1 12 13 14 16 -16 -3 -15 19 21 -21 22 23 -19 25 -25 29 -28 -29 -27
right_child=-2 3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 17 15 -17 -18 18 -20 20 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=8.72070503987743e-06 -1.3520231325292983e-05 -1.7055758862625227e-05 6.0726819792762396e-05 -4.7040866602401368e-05 -2.9447032233582087e-05 1.2578583940921817e-05 8.0488661804058498e-06 -2.2898885531287221e-05 -1.1136886890502258e-05 1.8441689264818705e-05 -9.4472864793715425e-06 1.2467727442743213e-05 -1.4635957297286951e-05 1.5640410005759015e-05 -4.5738669785516161e-05 5.8604714634687603e-06 2.2801221430658925e-05 1.8115984639166529e-05 -1.5050168535295101e-05 -4.9909508366649142e-06 2.92597303563352e-05 -1.763790939056283e-05 -1.2348941105301495e-05 -2.0545836180289097e-05 1.5756677274349267e-05 1.9531491169510567e-07 2.908617943404579e-05 -2.7718614360310314e-05 2.2711729672085892e-05 -2.08615839558964e-05
leaf_weight=20 21 20 25 20 22 25 26 21 36 20 20 21 25 31 22 30 26 32 22 28 21 24 25 23 23 2405 24 20 22 21
leaf_count=20 21 20 25 20 22 25 26 21 36 20 20 21 25 31 22 30 26 32 22 28 21 24 25 23 23 2405 24 20 22 21
internal_value=0 9.15909e-08 4.03055e-06 -2.01954e-07 -3.42948e-06 -2.24241e-08 -2.2254e-06 -4.50857e-06 -4.85685e-07 5.90504e-06 -3.63291e-07 1.25019e-07 3.38813e-08 1.63979e-07 -5.90531e-06 -1.59699e-05 5.4721e-06 3.82572e-07 2.06738e-07 3.32544e-07 9.68791e-06 1.57511e-07 3.22093e-07 4.45352e-07 2.22554e-07 8.04926e-08 2.70864e-07 9.74779e-06 -1.30272e-06 1.30417e-08
internal_weight=0 3100 215 2885 190 168 143 117 96 60 40 2865 2844 2819 98 52 46 2721 2690 2668 49 2619 2595 2570 2538 2515 2492 66 42 2426
internal_count=3121 3100 215 2885 190 168 143 117 96 60 40 2865 2844 2819 98 52 46 2721 2690 2668 49 2619 2595 2570 2538 2515 2492 66 42 2426
is_linear=0
shrinkage=0.1


Tree=4985
num_leaves=31
num_cat=0
split_feature=393 43 43 484 3 12 43 1371 401 401 12 12 13 12 12 51 475 12 133 15 51 3 2 133 151 15 52 456 151 151
split_gain=4.10471e-07 3.48288e-07 1.65233e-06 1.23632e-06 6.08897e-06 2.70081e-06 1.16071e-06 9.27341e-07 7.89418e-07 1.15329e-06 9.24422e-07 7.81311e-07 1.21587e-06 7.69552e-07 9.5348e-07 1.25588e-06 2.68036e-06 1.21966e-06 8.08117e-07 7.41909e-07 9.63431e-07 8.60419e-07 1.02804e-06 9.2533e-07 8.45502e-07 8.29009e-07 8.18234e-07 7.19668e-07 8.01162e-07 9.18197e-07
threshold=0.12679500000000002 -0.085594999999999991 -0.08595499999999999 0.090535000000000018 -0.094874999999999987 0.22926500000000002 -0.085154999999999995 0.083235000000000017 0.11769000000000002 0.090205000000000021 0.10806000000000002 0.098810000000000023 0.11217000000000001 0.092200000000000018 0.089885000000000007 -0.085164999999999977 -0.080004999999999979 0.091085000000000013 0.085520000000000013 -0.099734999999999976 0.067785000000000012 -0.081054999999999974 0.088225000000000012 0.039215000000000007 -0.0038099999999999996 0.024640000000000006 -0.019749999999999993 0.10512000000000001 -0.27559499999999998 -0.096264999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 8 -3 27 9 10 11 13 -13 14 15 18 -17 -16 -1 26 21 22 23 -21 -24 -25 -18 28 -8 -30
right_child=-2 6 -4 4 -6 -7 7 -9 -10 -11 -12 12 -14 -15 17 16 19 -19 -20 20 -22 -23 24 25 -26 -27 -28 -29 29 -31
leaf_value=-3.2166656444932226e-06 1.1841731987981896e-05 -2.0212122852475052e-05 2.9526811340474526e-05 2.9931938670415551e-05 -3.9993920097803118e-05 3.8457345181086569e-05 1.4581707374246263e-05 -1.8848016898792359e-05 2.0091278461872468e-05 -2.1100319999807957e-05 -1.4878192792600727e-05 9.4017646250139286e-07 2.8849631295694662e-05 -9.7354467856101845e-06 3.4598847269080582e-05 3.6915604885672856e-05 -4.8515595478550367e-06 1.7518397166545934e-06 -2.7959536927565666e-05 -1.6027647118256751e-05 1.3253110299160654e-05 8.5201188498599968e-06 -5.0671296048676603e-06 -7.3844205048988525e-06 -3.1793578673073332e-05 2.0096574855968991e-05 2.0254061014919204e-05 -1.5866964992616478e-05 -1.4084874014093038e-05 3.6754359451254822e-08
leaf_weight=33 29 30 21 20 33 20 37 27 21 24 33 37 27 59 20 22 21 26 22 29 32 33 20 21 29 23 34 29 47 2262
leaf_count=33 29 30 21 20 33 20 37 27 21 24 33 37 27 59 20 22 21 26 22 29 32 33 20 21 29 23 34 29 47 2262
internal_value=0 -1.1106e-07 1.92626e-06 1.0192e-06 -1.36068e-05 2.34203e-06 -6.63951e-07 -4.19803e-07 1.06587e-06 3.32779e-07 1.3201e-06 2.41548e-06 1.27145e-05 8.6091e-07 2.57375e-06 6.32892e-07 3.49679e-06 1.60331e-05 -1.31138e-05 4.58715e-07 -2.5441e-06 -5.80546e-06 -9.68041e-06 -2.15964e-06 -2.08848e-05 6.98065e-06 1.06683e-05 -2.10303e-07 -1.67637e-08 -2.50693e-07
internal_weight=0 3092 660 639 53 586 2432 2402 566 545 521 488 64 424 365 319 264 46 55 242 187 155 122 73 49 44 55 2375 2346 2309
internal_count=3121 3092 660 639 53 586 2432 2402 566 545 521 488 64 424 365 319 264 46 55 242 187 155 122 73 49 44 55 2375 2346 2309
is_linear=0
shrinkage=0.1


Tree=4986
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 132 403 0 4 1429 1420 156 155 1420 1420 483 12 160 4 42 4 2 1455 484 133 52 484 1456 1447 52 2
split_gain=3.72875e-07 2.67057e-06 1.26634e-06 7.83018e-07 3.95647e-07 4.58052e-07 4.66648e-07 6.72185e-07 3.62574e-07 6.73334e-07 5.01517e-07 7.95467e-07 4.03334e-07 8.95422e-07 4.17091e-07 1.93334e-06 1.77916e-06 1.17069e-06 7.01434e-07 1.23173e-06 6.58443e-07 6.1391e-07 4.48374e-07 2.62373e-06 8.17334e-07 7.25651e-07 6.7719e-07 8.64961e-07 4.89517e-06 2.28091e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.085749999999999979 -0.088034999999999988 -0.073309999999999986 0.061775000000000004 0.12521000000000002 -0.086589999999999986 0.3248100000000001 0.14039500000000002 -0.08341999999999998 -0.079539999999999986 0.098395000000000024 0.23631000000000002 -0.11922499999999998 0.63113500000000011 0.096610000000000015 -0.022844999999999997 0.095195000000000016 -0.16496999999999998 0.10282500000000001 0.090445000000000011 0.11989500000000002 0.096675000000000011 -0.090954999999999994 -0.086279999999999982 -0.0087299999999999982 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7 9 -3 11 12 -11 -14 15 17 -16 21 19 -18 -21 -15 25 24 -24 26 -23 28 -28 -30
right_child=1 8 -4 -5 -6 6 -8 -9 -10 10 -12 -13 13 14 16 -17 18 -19 -20 20 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-1.3087210836951832e-05 3.5833994583559358e-05 -1.8334853020860468e-05 -2.5151089183054866e-05 -1.9510880875237666e-05 1.2570808095915709e-05 2.3669680553123217e-07 -1.1719396074609409e-05 2.0288181028826376e-05 1.3460632635542426e-05 1.1386912602105324e-05 -1.5318264610998865e-05 1.9133708081591812e-05 -2.0654012080610433e-05 -1.6092448277049698e-05 2.6113730544352621e-05 -3.1192627207019539e-05 -2.2421645228730218e-05 2.3533526161502649e-05 1.2123794201102101e-05 1.6258373866746653e-05 -5.649137341713547e-06 -1.3696401756785945e-05 -2.1044518462076667e-05 3.6216186113465067e-05 6.8872281686212364e-06 -1.9208215726393976e-05 -4.7325733254410808e-05 4.4390870602409891e-07 3.0574354375699923e-05 -1.5009066204843943e-05
leaf_weight=26 21 20 25 21 25 82 22 21 20 31 21 22 21 24 32 20 28 21 32 23 34 36 20 22 22 20 24 2341 23 21
leaf_count=26 21 20 25 21 25 82 22 21 20 31 21 22 21 24 32 20 28 21 32 23 34 36 20 22 22 20 24 2341 23 21
internal_value=0 3.0248e-07 -3.94986e-06 -1.25935e-06 9.18392e-07 -1.01082e-06 1.50107e-06 4.32486e-06 4.32159e-08 -5.06778e-08 7.81747e-08 1.92951e-07 4.38647e-08 -8.33547e-08 7.41312e-08 -2.21405e-07 5.21924e-06 1.92415e-08 -4.95493e-07 -5.24628e-06 3.19074e-06 -1.74178e-07 -2.31149e-08 8.24039e-06 -6.4136e-06 -2.37664e-07 -8.24859e-08 1.2096e-07 -1.0997e-05 8.81863e-06
internal_weight=0 2899 222 197 176 151 125 103 2878 2858 2838 2817 2795 2764 2743 2594 149 2574 117 85 57 2553 2529 64 42 2465 2445 2409 68 44
internal_count=3121 2899 222 197 176 151 125 103 2878 2858 2838 2817 2795 2764 2743 2594 149 2574 117 85 57 2553 2529 64 42 2465 2445 2409 68 44
is_linear=0
shrinkage=0.1


Tree=4987
num_leaves=31
num_cat=0
split_feature=3 3 1 15 3 16 394 403 1209 1429 3 475 2 157 474 4 43 4 1210 133 1209 133 3 3 3 3 133 2 1375 160
split_gain=3.36723e-07 1.50701e-06 3.50484e-06 3.74494e-06 2.92443e-06 1.94128e-06 1.85734e-06 1.22823e-06 1.27819e-06 9.65861e-07 1.71278e-06 1.21949e-06 1.26411e-06 1.21062e-06 2.31718e-06 1.08682e-06 1.08064e-06 6.98951e-06 2.46354e-06 1.57573e-06 1.58381e-06 1.19923e-06 1.32856e-06 3.9614e-06 1.6162e-06 1.70122e-06 1.64698e-06 9.31706e-07 9.10867e-07 1.22063e-06
threshold=-0.082594999999999988 -0.083344999999999989 0.090965000000000004 0.089595000000000022 -0.083654999999999993 -0.015314999999999997 0.10969000000000002 -0.5341999999999999 -0.083969999999999989 0.052280000000000007 -0.081459999999999991 -0.08459499999999999 0.093840000000000021 -0.06482499999999998 0.090215000000000004 -0.50940999999999981 0.0034250000000000005 -0.080744999999999997 -0.095909999999999981 0.41553500000000004 0.089895000000000017 -0.14757499999999998 -0.082334999999999978 -0.082154999999999992 -0.081459999999999991 -0.080884999999999985 -0.095184999999999978 0.084515000000000021 0.084665000000000018 0.032695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 6 -3 28 -2 -9 11 -11 12 -10 14 -12 -13 18 -18 -17 20 21 -20 -23 -24 27 -26 -27 -25 29 -1
right_child=7 2 -4 -5 -6 -7 -8 8 9 10 13 15 -14 -15 -16 16 17 -19 19 -21 -22 22 23 24 25 26 -28 -29 -30 -31
leaf_value=1.3414703833777642e-06 -1.9157408860337456e-05 -6.30366986859537e-06 -2.2934664425141216e-05 5.6915589717075072e-05 -3.2271301878844733e-05 3.3179312958964145e-05 3.1230559206960608e-05 1.8150727103716236e-05 7.0207423211362157e-07 -3.6242424794181719e-05 -1.2502914148335083e-05 -1.7878868523150498e-05 3.4742698071568161e-05 -1.9927576165697025e-05 2.4822334839411962e-05 3.5062102497682817e-05 -5.407468043324991e-05 -1.1177830406545386e-06 1.9643527804191765e-05 -2.2116999243735339e-05 2.6517351587547938e-05 -2.432177674232993e-05 4.3510310189005742e-05 -6.0428278629842686e-07 2.1055826546683257e-05 -2.794595358777553e-05 3.6807565949961071e-07 -2.6866511521542896e-05 1.7684271418450712e-05 -8.3314000337098153e-06
leaf_weight=959 36 33 21 23 27 20 20 36 24 20 39 36 20 33 29 21 27 324 32 30 24 22 21 22 39 21 946 35 30 151
leaf_count=959 36 33 21 23 27 20 20 36 24 20 39 36 20 33 29 21 27 324 32 30 24 22 21 22 39 21 946 35 30 151
internal_value=0 1.2424e-06 1.32268e-05 2.32187e-05 2.63052e-07 8.59557e-06 1.02032e-06 -8.68398e-07 -5.02821e-07 -8.8329e-07 -9.50599e-06 -2.48651e-07 1.61751e-05 -4.21164e-06 3.41521e-06 -7.00304e-07 -3.0489e-07 -5.19139e-06 1.10909e-06 5.10928e-07 1.09513e-06 5.58981e-07 6.80568e-09 5.00559e-07 -3.49116e-07 5.79038e-07 -2.4681e-07 -1.67302e-05 4.90313e-07 2.56114e-08
internal_weight=0 1284 97 76 1187 53 1160 1837 1801 1765 121 1644 44 101 68 1600 1564 351 1213 1192 1162 1138 1106 1084 1063 1006 967 57 1140 1110
internal_count=3121 1284 97 76 1187 53 1160 1837 1801 1765 121 1644 44 101 68 1600 1564 351 1213 1192 1162 1138 1106 1084 1063 1006 967 57 1140 1110
is_linear=0
shrinkage=0.1


Tree=4988
num_leaves=31
num_cat=0
split_feature=156 156 51 1425 132 1185 1203 52 13 400 52 42 1204 39 33 40 9 9 43 130 43 0 2 52 15 43 3 1210 3 15
split_gain=3.19706e-07 6.17886e-07 1.15116e-06 5.83193e-07 3.14116e-07 2.05958e-06 1.19256e-06 3.67502e-07 6.27463e-07 4.01108e-07 3.88092e-07 1.05017e-06 7.13306e-07 3.13031e-07 1.02981e-06 8.21224e-07 5.30716e-07 7.41002e-07 3.42099e-07 7.64179e-07 7.6409e-07 1.77852e-06 9.76028e-07 7.55232e-07 7.02562e-07 5.68114e-07 2.24983e-06 1.76809e-06 1.11073e-06 8.68228e-07
threshold=0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.089180000000000009 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10347000000000002 0.056795000000000005 0.10782000000000001 0.047850000000000011 -0.012324999999999997 -0.0030749999999999996 -1.0000000180025095e-35 -0.012019999999999998 -0.045684999999999996 0.09055500000000001 0.10750500000000002 0.13895500000000002 0.096970000000000015 0.084740000000000024 -0.09595999999999999 0.11411 -0.0041199999999999995 0.084840000000000013 0.055925000000000009 -0.074939999999999993 0.258635 -0.078084999999999988 0.088990000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 8 9 10 11 -1 -12 15 -15 -7 18 -18 20 23 25 -22 -23 -20 -25 27 28 -16 29 -27
right_child=-2 2 -4 -5 5 13 -8 -9 -10 -11 12 -13 -14 14 16 -17 17 -19 19 -21 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=2.386978204950455e-05 1.2297007058458846e-05 5.6735583338455148e-06 -2.6085464240168224e-05 1.5953522202123524e-05 3.1455497602499756e-05 -2.4869157724341759e-06 -2.3348574362629466e-05 -1.1526428131349218e-05 1.6190714299939471e-05 -1.339789527226761e-05 3.7377255133966485e-06 -4.5120168422840839e-06 -1.769355392025318e-05 -1.9562584581459913e-05 -1.1320293562088967e-07 2.2455810953529593e-05 2.1556047067861075e-05 -2.3363357204289061e-06 2.4702846918523354e-05 -1.0173621187816564e-05 -3.2778452017131106e-05 8.7198496144899261e-06 -1.8451419691700721e-05 1.4923951821401716e-05 -3.7900341049727163e-06 -4.3223093248693307e-06 3.7303860181054916e-05 -2.9973413402331064e-05 -1.9332392974485466e-05 2.3015867730334454e-05
leaf_weight=22 21 21 25 23 21 33 27 28 23 24 41 32 25 27 2330 22 27 25 23 27 24 39 20 35 47 26 20 20 22 21
leaf_count=22 21 21 25 23 21 33 27 28 23 24 41 32 25 27 2330 22 27 25 23 27 24 39 20 35 47 26 20 20 22 21
internal_value=0 -8.33041e-08 -1.15868e-05 8.99637e-08 -3.0413e-08 2.55776e-07 -3.6516e-06 -9.24331e-07 8.53267e-07 -1.59646e-06 7.63821e-07 7.05094e-06 -4.38018e-06 2.07707e-08 -1.29547e-07 7.49017e-06 6.43529e-08 1.00693e-05 -1.31675e-07 4.83094e-06 -3.91416e-07 -9.82695e-06 -4.9075e-07 8.68926e-06 4.19764e-06 -7.03212e-08 7.77211e-06 -3.67332e-07 -7.87818e-07 7.89262e-06
internal_weight=0 3100 46 3054 3031 2809 222 195 167 144 120 54 66 2788 2733 55 2706 52 2654 132 2522 83 59 105 82 2439 89 2350 69 47
internal_count=3121 3100 46 3054 3031 2809 222 195 167 144 120 54 66 2788 2733 55 2706 52 2654 132 2522 83 59 105 82 2439 89 2350 69 47
is_linear=0
shrinkage=0.1


Tree=4989
num_leaves=31
num_cat=0
split_feature=1429 474 471 3 132 12 1185 4 3 12 3 1429 52 52 50 4 52 15 4 52 4 484 484 52 4 43 1 1446 160 4
split_gain=3.2989e-07 6.46922e-07 4.47093e-07 3.68046e-07 1.37843e-06 1.30977e-05 7.72704e-06 1.24155e-06 6.47105e-06 3.24303e-06 2.19566e-06 1.24414e-06 1.10018e-06 2.48206e-06 1.53623e-06 1.11701e-06 1.01713e-06 9.4344e-07 8.88155e-07 8.56086e-07 2.73142e-06 1.42956e-06 1.5987e-06 1.76832e-06 1.26837e-06 1.75711e-06 2.09799e-06 1.55296e-06 2.25222e-06 1.0527e-06
threshold=0.12521000000000002 -0.45463999999999999 -0.086614999999999984 -0.081164999999999987 -0.083284999999999984 0.091545000000000015 -0.083264999999999992 -0.078629999999999992 -0.080634999999999984 0.095780000000000018 -0.080884999999999985 -0.026244999999999997 -0.23375999999999997 -0.10925999999999998 0.089685000000000015 -0.16363499999999997 0.08257500000000001 0.084905000000000022 -0.077834999999999988 0.048520000000000008 -0.07168999999999999 -0.096419999999999992 -0.062219999999999991 0.26521500000000003 -0.069389999999999993 -0.082689999999999986 0.093100000000000002 0.037915000000000011 -0.53327999999999987 -0.074729999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 17 -6 8 -5 11 -9 -10 -13 -14 16 -16 -15 -4 -12 29 -21 -22 23 -23 -24 26 -26 28 -27 -20
right_child=-2 2 3 7 6 -7 -8 10 9 -11 18 12 13 14 15 -17 -18 -19 19 20 21 22 24 -25 25 27 -28 -29 -30 -31
leaf_value=-1.7574614667821498e-05 1.280187273550837e-05 1.3926869834666951e-05 1.5932295722550035e-06 -5.8277043100805827e-05 -6.0015942082307971e-05 8.3043517796405861e-05 1.122087201610101e-06 2.7719214113552938e-05 -2.0480269137936245e-05 -3.7566652463283393e-05 1.7728462444210892e-05 -1.4726726951029498e-05 3.8061937352532982e-05 -1.9327186494206904e-05 1.6471755814217476e-06 3.4668636744754621e-05 5.3178729999939715e-06 -2.1261496931401781e-05 1.5614436631989045e-05 -3.0904896993888543e-05 2.3236911991781592e-05 -1.4606287368224005e-06 2.2444469141191804e-05 -4.3512021380820447e-05 -5.6621453396750766e-06 -3.4415470120087589e-05 3.7532803823771907e-05 1.7481131572612168e-05 -4.8354393443312957e-06 7.017455236707763e-08
leaf_weight=21 20 23 73 23 21 21 1325 28 21 23 26 23 24 33 21 20 34 24 46 36 21 20 21 20 23 29 22 26 229 824
leaf_count=21 20 23 73 23 21 21 1325 28 21 23 26 23 24 33 21 20 34 24 46 36 21 20 21 20 23 29 22 26 229 824
internal_value=0 -8.25657e-08 3.66983e-08 -6.78074e-08 1.07676e-06 1.14402e-05 1.68225e-07 -1.11969e-06 -8.05741e-06 -2.25313e-06 3.70763e-09 2.3617e-06 5.45642e-06 8.97319e-06 2.50902e-06 1.77552e-05 -6.82074e-06 -4.06155e-06 -5.74129e-07 -9.35455e-07 -4.49236e-06 -2.17885e-06 -3.54739e-06 -2.24863e-05 -1.38294e-06 -2.90384e-06 1.54554e-05 -5.81287e-06 -8.16033e-06 8.92055e-07
internal_weight=0 3101 3080 3057 1464 118 1346 1593 222 199 1371 176 155 132 108 41 67 97 1343 1317 447 411 390 40 350 329 45 284 258 870
internal_count=3121 3101 3080 3057 1464 118 1346 1593 222 199 1371 176 155 132 108 41 67 97 1343 1317 447 411 390 40 350 329 45 284 258 870
is_linear=0
shrinkage=0.1


Tree=4990
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 156 51 1425 33 34 9 1 15 142 147 147 46 46 9 10 4 13 2 1 43 43 1 2 1 3
split_gain=3.55829e-07 2.39607e-06 1.05326e-06 3.58352e-07 1.12804e-06 4.95413e-07 9.76888e-07 5.31186e-07 3.08421e-07 3.30326e-07 6.03044e-07 5.2989e-07 8.81444e-07 5.11252e-07 5.46745e-07 6.51663e-07 5.23058e-07 2.10095e-06 6.01165e-07 5.01928e-07 8.888e-06 6.49115e-06 7.02512e-07 4.11835e-07 9.9098e-07 1.48016e-06 9.44488e-07 9.32205e-07 1.65364e-06 1.52469e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.089180000000000009 -0.044254999999999996 -0.097449999999999981 -0.092939999999999981 0.16540500000000002 -0.56020999999999987 -0.057499999999999989 0.099730000000000027 0.093875000000000014 1.0000000180025095e-35 0.10987500000000001 0.091600000000000015 -0.0093599999999999985 0.053180000000000012 -0.0095349999999999983 -0.0091949999999999983 0.11634000000000001 -0.077944999999999987 -0.05647499999999999 0.122185 0.11682500000000001 0.10708500000000001 -0.063814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 7 -7 8 -5 -10 -11 12 -12 -14 15 16 18 -18 19 20 21 -15 -21 27 26 -26 -25 -24 29 -29
right_child=1 3 -4 4 -6 6 -8 -9 9 10 11 -13 13 14 -16 -17 17 -19 -20 22 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-1.2954844229777034e-06 3.3951400768100503e-05 -1.3289167800394352e-05 -2.2369371670181325e-05 1.1816272473714146e-05 2.3809082049410792e-05 5.5833768826795724e-06 -2.3673069797951031e-05 1.5623315919748911e-05 1.0734807733570052e-05 -1.6306294871711818e-05 -1.6930541656737691e-05 1.6171657886161484e-05 1.5958009391852102e-05 1.218714770044299e-05 1.2507556755950005e-05 -1.6657918536111538e-05 -3.4366929621683088e-05 1.1469206983747428e-05 -1.5353619616234938e-05 -1.4742006675305676e-05 5.7276352745248008e-05 -6.0011110986124552e-05 3.3123900418640033e-07 3.399552466021305e-05 -1.701503352835841e-05 6.8481784680470545e-06 3.6310631826165175e-06 -1.4853718334569719e-05 -3.3292365213293871e-05 8.0756523324264979e-06
leaf_weight=195 21 20 27 22 20 21 25 22 28 23 31 20 20 33 34 24 20 20 25 32 25 20 2078 20 35 101 21 58 22 58
leaf_count=195 21 20 27 22 20 21 25 22 28 23 31 20 20 33 34 24 20 20 25 32 25 20 2078 20 35 101 21 58 22 58
internal_value=0 2.9548e-07 -3.85852e-06 4.99018e-08 1.43247e-07 -2.3531e-08 -1.03169e-05 1.46058e-07 2.31343e-08 -7.12795e-08 -1.82519e-07 -4.50151e-08 -1.66171e-07 3.02373e-08 -9.1071e-08 -2.56331e-07 -1.03045e-07 -1.14489e-05 7.64775e-08 2.30594e-07 8.12644e-06 -1.50575e-05 -2.3376e-08 1.73446e-07 4.81527e-06 7.06911e-07 1.8443e-05 -1.97313e-07 -8.15623e-06 -3.38903e-06
internal_weight=0 2899 222 2878 2858 2838 46 2792 2770 2748 2720 2697 2677 2646 2626 2592 2568 40 2528 2503 78 53 2425 2393 177 136 41 2216 138 116
internal_count=3121 2899 222 2878 2858 2838 46 2792 2770 2748 2720 2697 2677 2646 2626 2592 2568 40 2528 2503 78 53 2425 2393 177 136 41 2216 138 116
is_linear=0
shrinkage=0.1


Tree=4991
num_leaves=31
num_cat=0
split_feature=160 132 50 1185 1203 46 1428 157 474 474 16 16 12 4 12 457 124 15 157 12 2 159 376 130 12 3 3 42 4 12
split_gain=3.30205e-07 3.64728e-07 9.17346e-06 4.602e-06 9.92252e-07 3.03734e-07 5.90888e-07 8.04773e-07 5.03401e-07 5.84978e-07 4.26633e-07 9.59696e-07 3.03837e-06 5.38659e-06 1.86413e-06 7.82147e-07 8.38818e-07 1.09743e-06 1.49345e-06 2.38077e-06 7.61205e-07 7.47098e-07 8.48067e-07 7.12354e-07 9.00806e-07 6.87152e-07 2.02208e-06 4.81293e-06 1.61615e-06 1.27736e-06
threshold=0.62940000000000007 -0.083284999999999984 0.092855000000000007 -0.083264999999999992 0.089165000000000008 0.084955000000000017 -0.071779999999999997 0.41580000000000006 -0.090834999999999985 -0.07636999999999998 0.0065250000000000004 -1.0000000180025095e-35 0.08486500000000001 -0.0070899999999999991 0.088930000000000023 -0.086244999999999988 -1.0000000180025095e-35 -0.086849999999999997 -0.071119999999999989 0.089005000000000015 0.14838000000000004 0.03981500000000001 0.083470000000000016 -0.22699999999999995 0.13043000000000002 -0.072199999999999986 0.084940000000000015 0.096610000000000015 -0.37944499999999992 0.098330000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 -5 8 -8 -10 11 23 13 -13 -14 -12 21 18 -18 -20 25 -17 -23 -11 -25 29 27 -27 -28 -19
right_child=-2 3 -4 5 -6 -7 7 -9 9 10 15 12 14 -15 -16 16 17 20 19 -21 -22 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=-2.4632720751627324e-07 -1.2497314790899901e-05 -4.5773113180819734e-05 6.6840499355402287e-05 -1.3504254809504346e-05 -2.3264942718101556e-05 8.1989369431065163e-06 -1.1456669558715236e-05 1.5453065658649022e-05 1.7172546295114445e-05 -1.7658195363103668e-05 1.516637016175082e-05 -7.4355869098023209e-06 -2.4234198911101517e-05 6.1914670262315977e-05 1.2592164031437797e-05 2.1890443955877952e-05 6.1799422023038166e-06 -3.6774957760289087e-06 -4.445220793708619e-05 -3.9076168680670285e-06 1.4694408368086442e-05 1.4676671466986591e-05 -1.3775369552604388e-05 1.7410521851705637e-07 1.8243914269078232e-05 -6.2962331430753703e-05 1.3324994083434476e-05 -2.8815602746590231e-06 -1.7146818653860205e-05 1.2426611125799054e-05
leaf_weight=173 21 22 21 32 21 46 38 34 20 22 25 21 27 24 28 24 24 275 28 30 25 20 22 1876 28 20 46 40 28 60
leaf_count=173 21 22 21 32 21 46 38 34 20 22 25 21 27 24 28 24 24 275 28 30 25 20 22 1876 28 20 46 40 28 60
internal_value=0 8.46522e-08 4.05801e-06 -2.11456e-07 -2.73803e-06 1.38651e-07 7.03125e-09 1.62278e-07 -2.67034e-08 1.33392e-07 6.84793e-09 7.29039e-07 1.02806e-05 2.95512e-05 -5.48623e-06 -2.18679e-06 -2.86254e-06 -4.0861e-06 -1.47997e-05 -2.34809e-05 -2.30774e-06 7.81585e-06 -2.26779e-07 2.3311e-07 4.39838e-07 -3.21404e-06 -9.2662e-06 -2.29085e-05 1.79512e-06 -7.93178e-07
internal_weight=0 3100 215 2885 194 2863 2817 2785 2751 2713 2693 2026 100 45 55 667 642 576 82 58 494 66 42 1926 1904 469 134 60 74 335
internal_count=3121 3100 215 2885 194 2863 2817 2785 2751 2713 2693 2026 100 45 55 667 642 576 82 58 494 66 42 1926 1904 469 134 60 74 335
is_linear=0
shrinkage=0.1


Tree=4992
num_leaves=31
num_cat=0
split_feature=130 1 132 1185 15 1186 1213 403 1 2 13 52 156 475 50 42 12 51 51 1456 52 1456 16 403 1456 4 4 12 160 4
split_gain=3.63324e-07 5.94543e-07 3.56483e-07 2.56177e-06 1.02576e-06 5.26765e-07 3.62182e-07 5.40946e-07 3.61275e-07 3.93737e-07 4.68373e-07 3.24115e-07 3.18241e-07 6.50376e-07 3.1761e-07 1.46889e-06 8.17267e-07 9.42011e-07 8.02674e-07 7.24499e-07 1.57382e-06 6.92139e-07 4.36784e-06 7.07824e-07 6.00253e-07 4.83766e-07 1.74498e-06 4.56897e-06 5.12116e-06 1.53855e-06
threshold=-0.23123999999999997 0.16540500000000002 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.086260000000000017 -0.088034999999999988 0.089625000000000024 0.10136500000000002 -0.010384999999999998 0.085310000000000011 0.3248100000000001 0.13528000000000004 -0.099524999999999988 0.097640000000000018 0.090695000000000012 -0.46621499999999999 -0.42597499999999994 0.10959500000000001 -0.034054999999999995 0.091180000000000011 -0.008904999999999998 -0.56738999999999995 0.088020000000000001 -0.011559999999999999 -0.0086549999999999978 0.083875000000000019 -0.081639999999999976 -0.012509999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 -2 9 10 -9 -12 13 14 15 16 -5 -18 -16 21 -21 23 -23 -20 25 29 27 -27 -29 -25
right_child=1 -3 3 12 -6 -7 -8 8 -10 -11 11 -13 -14 -15 18 -17 17 -19 19 20 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=1.2522088131252372e-05 -1.3671925375217991e-05 -1.4867337742746005e-05 3.5133567317167213e-05 1.2100434185627179e-05 -2.2915881374501625e-05 -1.6350518524718826e-05 1.1821774357182828e-05 1.9160429311481357e-05 -7.7501066698459912e-06 -6.4820411471768954e-06 -7.0817330743011547e-06 1.0921470839093672e-05 -1.1637652610459001e-05 1.8141953351005213e-05 -1.8009446561336517e-05 2.9101259120320071e-05 5.3182606859928488e-06 -2.0170215555418541e-05 -1.8293988060100849e-05 6.5344939933063206e-06 -3.0877283139172667e-05 -1.6361473448341714e-05 4.4732842268951407e-05 -6.8739100221396682e-07 1.6977545627534192e-05 -1.5445310386627064e-05 3.2288019155820466e-07 8.3201284014205334e-06 6.6482661789753672e-05 -2.2214753243374349e-05
leaf_weight=23 29 27 21 34 25 21 24 26 31 23 20 20 23 20 25 21 29 29 21 22 23 25 22 1410 21 34 973 41 24 34
leaf_count=23 29 27 21 34 25 21 24 26 31 23 20 20 23 20 25 21 29 29 21 22 23 25 22 1410 21 34 973 41 24 34
internal_value=0 -9.29656e-08 3.69296e-08 3.35486e-07 -3.85112e-06 -1.39432e-06 4.2117e-07 -1.41517e-06 1.54688e-06 4.78516e-06 8.7116e-06 1.91987e-06 7.73583e-08 1.73315e-07 4.44147e-08 5.23747e-06 -2.09695e-07 -7.42598e-06 -1.74956e-07 -6.70571e-09 -1.25871e-05 2.10614e-07 1.22359e-05 -1.03351e-08 1.41008e-07 4.80166e-10 1.60982e-06 1.42583e-05 2.97955e-05 -1.19427e-06
internal_weight=0 3098 3071 2852 219 194 173 149 120 89 66 40 2831 2808 2788 113 92 58 2675 2650 45 2605 47 2558 2537 2516 1072 99 65 1444
internal_count=3121 3098 3071 2852 219 194 173 149 120 89 66 40 2831 2808 2788 113 92 58 2675 2650 45 2605 47 2558 2537 2516 1072 99 65 1444
is_linear=0
shrinkage=0.1


Tree=4993
num_leaves=31
num_cat=0
split_feature=448 0 45 11 33 9 9 132 1186 1185 52 13 12 42 2 2 42 3 2 1210 1210 1 3 13 130 1208 1210 15 401 15
split_gain=3.11384e-07 9.80621e-07 3.32486e-07 1.92314e-06 5.8999e-07 4.67904e-07 7.04478e-07 3.2966e-07 9.80169e-06 4.28125e-06 1.01334e-06 5.5439e-07 5.41079e-07 1.59354e-06 3.50235e-07 1.81926e-06 6.20923e-06 8.29601e-06 1.87544e-06 1.97131e-06 4.85559e-06 1.70745e-06 2.84708e-06 6.01501e-06 1.6617e-06 1.17819e-06 1.86144e-06 9.71161e-07 1.24747e-06 1.80001e-06
threshold=0.068920000000000023 -0.26609999999999995 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.09055500000000001 0.10141500000000002 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 0.056795000000000005 0.090165000000000009 -0.05332499999999999 0.083585000000000007 0.084415000000000004 0.086325000000000013 -0.086424999999999988 0.084715000000000013 -0.14175499999999996 -0.083289999999999989 0.085605000000000014 -0.087319999999999995 -0.087324999999999986 -0.0024349999999999992 0.10233500000000001 -0.063274999999999984 0.11842000000000001 -0.46360499999999999 0.094425000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 7 -7 8 10 -9 11 12 -6 -14 21 16 17 -16 -17 -20 -21 22 -11 -24 -23 26 -26 28 -28 -30
right_child=-2 2 -4 4 5 6 -8 9 -10 14 -12 -13 13 -15 15 18 -18 -19 19 20 -22 24 23 -25 25 -27 27 -29 29 -31
leaf_value=2.1117675714776851e-05 -1.2437617060641061e-05 2.7116959334377429e-05 -1.0210226369622434e-05 -1.5813211894055713e-05 1.5083046879513668e-06 2.3467537158423858e-05 1.723702900883783e-07 -4.4475140583182855e-05 6.8424162357890364e-05 4.0214568482200699e-07 -2.1471732075210807e-05 1.3825342577310158e-05 6.9762856810484669e-06 -2.9098538696416655e-05 1.4963569940716429e-06 -2.3825604244731232e-05 -1.9089376043742355e-05 7.606887975445996e-05 -2.2954515957786096e-05 4.2769141880314609e-05 4.8932697400699158e-08 2.0088749526901389e-05 1.2436708530003671e-05 -5.7471786309015728e-05 -3.1408313138637736e-05 2.1913539094817854e-05 -2.4220211239480706e-05 -1.7566764489112593e-05 -1.125161259620343e-06 1.8230518077292468e-05
leaf_weight=22 20 26 32 24 95 21 34 22 21 69 27 23 24 25 35 33 36 26 36 27 1822 39 20 32 21 21 20 33 380 55
leaf_count=22 20 26 32 24 95 21 34 22 21 69 27 23 24 25 35 33 36 26 36 27 1822 39 20 32 21 21 20 33 380 55
internal_value=0 8.02152e-08 -7.01011e-08 3.63918e-08 -1.96675e-07 -7.16176e-08 9.06689e-06 -2.4246e-07 3.52749e-06 -5.39687e-07 -3.49741e-06 -5.91382e-07 -2.89405e-06 -1.14292e-05 -1.82356e-07 4.83504e-07 1.38448e-05 3.32814e-05 -1.92224e-07 2.21517e-07 6.72754e-07 -2.12686e-06 -1.29142e-05 -3.05839e-05 1.67101e-07 -1.29883e-06 -2.25651e-06 -1.00203e-06 1.99369e-07 1.32211e-06
internal_weight=0 3101 3079 3047 3021 2997 55 2942 215 2727 194 167 144 49 2705 2015 97 61 1918 1885 1849 690 121 52 569 530 509 488 455 435
internal_count=3121 3101 3079 3047 3021 2997 55 2942 215 2727 194 167 144 49 2705 2015 97 61 1918 1885 1849 690 121 52 569 530 509 488 455 435
is_linear=0
shrinkage=0.1


Tree=4994
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1425 12 48 13 16 1186 0 11 2 0 2 4 3 2 48 2 160 51 42 1 4 15 1428 0 3
split_gain=3.41016e-07 2.70782e-06 7.76395e-07 3.25908e-07 9.63117e-07 5.12505e-07 3.23225e-07 5.18411e-07 9.20629e-07 3.28422e-07 4.06799e-07 8.5198e-07 3.21744e-07 3.22804e-07 1.46665e-06 1.4539e-06 1.91163e-06 2.84854e-06 7.75639e-07 7.5815e-07 9.01144e-07 3.2025e-06 1.5696e-06 1.39304e-06 1.57882e-06 1.39093e-06 1.29095e-06 9.31413e-07 7.56112e-07 9.4941e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23752499999999996 0.32523500000000005 0.10129000000000002 0.11418000000000002 0.086035000000000014 0.0015850000000000003 -0.090764999999999985 -0.0046349999999999994 -0.082724999999999979 -0.072629999999999986 0.11682500000000001 -0.24955499999999997 0.12299 0.41379000000000005 -0.063814999999999997 0.12595500000000001 0.12796000000000005 0.10981000000000002 0.088405000000000011 -0.44986999999999994 0.089015000000000025 0.097525000000000014 -0.0039549999999999993 -0.047714999999999987 -0.042789999999999995 -0.23051499999999997 0.084940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -3 5 12 7 8 9 -1 -11 -12 -5 14 -14 16 17 -15 -17 20 22 23 -16 24 -22 -26 -25 -24 -29 -30
right_child=1 3 -4 4 -6 -7 -8 -9 -10 10 11 -13 13 15 19 18 -18 -19 -20 -21 21 -23 27 26 25 -27 -28 28 29 -31
leaf_value=8.7406714623352023e-06 3.6067731257173275e-05 -1.2692728123511188e-05 -1.9343712028785377e-05 -1.2244372062143937e-05 2.1984731247357559e-05 -1.4588109759946142e-05 -9.6680623895596148e-06 -1.4091989682388624e-05 2.1508213186197365e-05 6.5019067243646051e-06 -2.5292291193181887e-05 9.3654041568068075e-08 2.0926345517052272e-05 -2.3379024659525867e-05 -2.3994911396130194e-05 1.8031602881289169e-05 -4.1087142726610188e-05 1.9101951396873188e-05 -7.3338375556068741e-07 -1.9082020071437003e-05 -2.2231180221698358e-05 4.32411840936776e-05 1.9078565716112142e-05 -6.4810327868061987e-08 2.0946759711174916e-05 -1.3368047950193397e-05 3.5038936912314968e-05 -1.4333296543453699e-05 -2.6456770511424561e-07 8.4617099564365395e-06
leaf_weight=27 21 20 28 21 20 24 39 21 22 26 20 39 35 38 27 24 20 27 268 20 34 22 26 22 27 21 20 36 1993 133
leaf_count=27 21 20 28 21 20 24 39 21 22 26 20 39 35 38 27 24 20 27 268 20 34 22 26 22 27 21 20 36 1993 133
internal_value=0 2.89256e-07 -3.77737e-06 2.81903e-08 1.1721e-07 -3.68952e-08 -1.53068e-06 5.16795e-07 2.80623e-06 -8.67372e-07 -3.91934e-06 -8.51175e-06 8.7209e-08 1.79928e-07 6.04602e-07 -2.5416e-06 -1.40517e-05 -5.73308e-06 8.08944e-07 3.05879e-07 4.70113e-07 8.07967e-06 -3.14648e-08 1.84134e-06 -5.74423e-06 5.93403e-06 1.66513e-05 2.64245e-07 3.79858e-08 2.81338e-07
internal_weight=0 2899 222 2878 2858 2838 194 155 134 112 85 59 2814 2793 2416 377 85 65 292 2381 2361 146 2215 124 82 48 42 2188 2162 2126
internal_count=3121 2899 222 2878 2858 2838 194 155 134 112 85 59 2814 2793 2416 377 85 65 292 2381 2361 146 2215 124 82 48 42 2188 2162 2126
is_linear=0
shrinkage=0.1


Tree=4995
num_leaves=31
num_cat=0
split_feature=156 472 48 1 1 47 45 11 9 12 33 48 48 48 1 52 43 48 2 1373 130 1 47 47 47 1443 42 159 2 1
split_gain=3.45352e-07 6.11977e-07 3.00577e-07 1.41683e-06 2.10112e-06 8.10199e-07 5.32542e-07 1.69905e-06 6.2917e-07 1.83526e-06 1.3874e-06 5.16379e-07 8.4184e-07 6.16826e-07 1.28066e-06 8.40786e-07 6.03602e-07 5.67283e-07 1.7098e-06 8.33604e-07 6.36164e-07 9.48793e-07 6.06651e-07 2.70112e-06 1.55684e-06 6.24512e-07 1.46928e-06 7.94809e-07 7.93118e-07 5.90353e-07
threshold=0.3248100000000001 -0.097514999999999977 0.12474000000000002 0.11212500000000002 0.12337000000000002 0.13302500000000003 0.094030000000000016 -0.011194999999999998 0.092235000000000011 -1.0000000180025095e-35 -0.0066799999999999993 0.10911000000000001 0.10697000000000002 0.096835000000000018 0.081670000000000006 0.016565000000000003 -0.080554999999999974 0.094195000000000015 0.097070000000000004 0.086880000000000013 -0.23123999999999997 0.15964000000000003 0.092165000000000011 0.096850000000000006 0.088915000000000008 1.0000000180025095e-35 0.087195000000000009 0.15704000000000004 0.08542000000000001 0.089935000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 7 -3 10 -10 -9 12 13 17 15 -15 -13 19 -19 20 -12 22 24 -24 25 27 28 -22 -27 -25
right_child=-2 2 3 4 5 -7 -8 8 9 -11 11 16 -14 14 -16 -17 -18 18 -20 -21 21 -23 23 29 -26 26 -28 -29 -30 -31
leaf_value=1.7526604551676428e-05 -1.2208455091635899e-05 2.5355046210069513e-05 2.4014240801957859e-05 -2.9730982696491995e-05 1.7933806779954908e-05 -7.5733310186620889e-06 -1.646849559620023e-05 2.2433476907382204e-05 -3.3056659975210844e-05 5.5394094878075909e-06 1.7802547949941074e-05 -2.2216674401336251e-05 2.0301366876083195e-05 8.1336708907931386e-06 -2.4498124068372819e-05 -1.5553690180873358e-05 -1.7910629792776233e-06 3.2688361052350956e-05 -7.7106429495705192e-06 -1.4334691518231968e-05 6.3883412777299838e-08 -2.0321028693575975e-05 -3.5387928559989985e-05 -1.2868066411491391e-05 2.3109693835673779e-05 1.3693002620129847e-05 2.7307919618075566e-05 -1.9958863977080909e-05 -1.2380272947406672e-05 3.5598315130300761e-06
leaf_weight=20 23 26 29 20 33 20 20 27 22 28 20 23 20 43 32 23 39 20 22 41 2267 23 26 28 30 20 28 20 28 100
leaf_count=20 23 26 29 20 33 20 20 27 22 28 20 23 20 43 32 23 39 20 22 41 2267 23 26 28 30 20 28 20 28 100
internal_value=0 9.06399e-08 -2.26542e-08 5.31512e-06 -2.1133e-06 8.30847e-06 -2.05602e-07 -9.5569e-08 -3.21411e-07 -1.14429e-05 -1.2833e-07 -3.41849e-07 -1.41333e-07 -2.8888e-07 -8.08089e-06 -1.21016e-07 -9.36831e-06 -3.20218e-09 1.1527e-05 -1.87264e-07 3.66911e-08 -1.01565e-07 8.10218e-08 -6.00265e-06 4.72533e-07 1.85138e-07 9.10308e-06 -1.11217e-07 -1.51641e-06 -3.37712e-08
internal_weight=0 3098 3078 102 73 53 2976 2956 2930 50 2880 2853 2791 2771 98 66 62 2673 42 2631 2590 2570 2547 154 2393 2363 76 2287 48 128
internal_count=3121 3098 3078 102 73 53 2976 2956 2930 50 2880 2853 2791 2771 98 66 62 2673 42 2631 2590 2570 2547 154 2393 2363 76 2287 48 128
is_linear=0
shrinkage=0.1


Tree=4996
num_leaves=31
num_cat=0
split_feature=11 1429 474 157 475 475 52 1 475 475 12 1372 155 12 12 157 1419 43 155 34 15 9 10 2 39 12 12 2 12 160
split_gain=3.77158e-07 3.08337e-07 6.43042e-07 3.68131e-07 5.58448e-07 3.96399e-07 4.04796e-07 1.47029e-06 5.05906e-07 3.37565e-06 2.76063e-06 7.35487e-07 4.28014e-07 2.68361e-06 1.73529e-06 7.08304e-07 5.15863e-07 8.24909e-07 5.11854e-07 5.44287e-07 1.79746e-06 1.16555e-06 1.833e-06 1.41347e-06 2.93953e-06 5.81742e-07 4.07915e-06 7.71896e-06 3.2862e-06 8.65769e-07
threshold=-0.072629999999999986 0.12521000000000002 -0.45463999999999999 0.23903500000000003 -0.10664 -0.091889999999999986 -0.56368999999999991 0.096125000000000016 -0.086279999999999982 -0.085684999999999997 0.083715000000000026 -0.081219999999999987 0.10022500000000002 0.092655000000000015 0.098330000000000015 0.088145000000000015 0.086890000000000009 -0.065269999999999981 0.083440000000000014 -0.057544999999999992 -0.024814999999999997 0.091600000000000015 0.09216000000000002 -1.0000000180025095e-35 0.085530000000000009 0.083715000000000026 0.082480000000000012 0.083865000000000009 0.083875000000000019 0.10580000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 -7 10 -10 -8 -11 15 -14 -15 16 18 -18 19 20 -13 23 -23 24 -21 26 29 -28 -27 -25
right_child=1 -3 3 -5 5 6 8 -9 9 11 -12 12 13 14 -16 -17 17 -19 -20 21 -22 22 -24 25 -26 28 27 -29 -30 -31
leaf_value=-1.3356280851439807e-05 -1.7428989702325671e-05 1.2466830712583034e-05 -1.3347552448390014e-05 9.7832925536504971e-06 1.4174821062624689e-05 6.3754682472521116e-06 1.2846533949565733e-05 -2.8904680038976949e-05 4.0309839529245875e-05 -1.7362441910033036e-05 -3.6800709278308903e-05 -6.914902341497296e-07 3.2387365341232263e-05 -2.3590084795917696e-05 1.2972399999853224e-05 -1.4554658407701714e-05 -2.3098174964767773e-05 4.0408307367691856e-06 1.4062201393753808e-05 4.4974728682843435e-05 3.0666362115880475e-05 -3.858423076962936e-05 1.683609133788895e-06 4.2246363721664874e-07 -7.3313690212340919e-06 3.9271403776100754e-05 1.3046044996372075e-05 -7.1898334009228677e-05 3.8415234812114403e-07 -1.4967215397868691e-05
leaf_weight=21 21 20 31 39 20 27 24 21 21 24 21 68 28 27 25 33 24 21 27 21 25 20 26 583 22 22 20 23 1777 39
leaf_count=21 21 20 31 39 20 27 24 21 21 24 21 68 28 27 25 33 24 21 27 21 25 20 26 583 22 22 20 23 1777 39
internal_value=0 9.04834e-08 1.01175e-08 1.29837e-07 5.17296e-09 1.43659e-07 4.91411e-08 -9.0596e-06 1.98823e-07 3.63442e-07 -1.03222e-05 6.96155e-08 2.17397e-07 7.4278e-06 -6.01197e-06 7.71603e-09 1.84522e-07 -1.04333e-05 3.63273e-07 2.23488e-07 7.73804e-06 -5.02499e-08 -1.58241e-05 2.39179e-07 1.82135e-05 -7.44952e-08 -2.60175e-06 -3.23893e-05 8.59705e-07 -5.42484e-07
internal_weight=0 3100 3080 3059 3020 2989 2969 48 2921 2876 45 2855 2831 80 52 2751 2718 45 2673 2646 93 2553 46 2507 43 2464 665 43 1799 622
internal_count=3121 3100 3080 3059 3020 2989 2969 48 2921 2876 45 2855 2831 80 52 2751 2718 45 2673 2646 93 2553 46 2507 43 2464 665 43 1799 622
is_linear=0
shrinkage=0.1


Tree=4997
num_leaves=31
num_cat=0
split_feature=11 1420 157 156 51 1425 45 1428 475 49 154 1456 1429 97 34 10 9 10 2 16 1 133 1447 15 4 15 0 0 16 481
split_gain=3.05497e-07 3.01319e-07 8.84337e-07 3.65184e-07 1.20649e-06 4.32555e-07 3.1842e-07 4.1019e-07 5.85548e-07 7.45526e-07 4.45898e-07 4.62852e-07 1.07457e-06 4.20572e-07 6.99442e-07 2.54634e-06 9.74518e-07 1.83717e-06 9.69143e-07 2.65615e-06 7.54398e-07 4.22609e-07 1.80084e-06 1.62337e-06 3.0487e-06 1.96969e-06 2.06392e-06 5.94641e-06 2.94751e-06 1.31595e-06
threshold=-0.072629999999999986 0.056520000000000008 0.63397500000000007 0.12734000000000004 -0.08824499999999999 0.089180000000000009 0.084355000000000013 -0.020064999999999996 0.058495000000000012 0.08610000000000001 0.084190000000000001 0.11510000000000002 0.11181500000000001 -0.086464999999999986 -0.057544999999999992 0.0036750000000000007 0.091600000000000015 0.094860000000000014 -1.0000000180025095e-35 -0.056919999999999991 0.10871500000000002 0.0033250000000000003 0.050705000000000007 0.11842000000000001 -0.04890499999999999 0.11171000000000002 -0.067094999999999988 -0.068944999999999992 -0.076669999999999988 -0.087424999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2 10 -10 11 12 13 -9 15 20 18 -18 19 -16 -15 22 -20 25 -25 26 27 29 -28 -23
right_child=1 -3 -4 4 -6 -7 -8 8 9 -11 -12 -13 -14 14 16 -17 17 -19 21 -21 -22 23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-1.2020652026140376e-05 -1.1508060955630726e-05 -1.1321910990417287e-05 2.1126020365045408e-05 -2.5859278736623475e-05 5.9595340959416584e-06 1.4138213297924679e-05 8.2306540445613884e-06 -1.4432127500185743e-05 2.3992724760793627e-05 -1.2020647773169914e-06 -1.4643801006015912e-05 1.0800591056837361e-05 -2.0808554858376741e-05 -1.6952390294699442e-05 -8.0694387975199785e-06 3.8245636253784397e-05 -3.6379483472479653e-05 3.7416973755171056e-06 -7.3174573286199229e-07 4.0629221274728135e-05 7.4399570067384959e-06 -1.6833704736340085e-05 -2.9536128667214968e-05 -4.4163238531577265e-07 4.706445116343358e-05 -2.5615946008526538e-05 4.6110611542051473e-05 -5.1713653837478813e-05 5.6016147645894355e-06 2.0401399899908158e-06
leaf_weight=21 31 23 20 22 26 22 47 20 23 24 21 39 25 21 24 22 21 25 1618 21 32 39 22 35 22 28 23 22 82 700
leaf_count=21 31 23 20 22 26 22 47 20 23 24 21 39 25 21 24 22 21 25 1618 21 32 39 22 35 22 28 23 22 82 700
internal_value=0 8.14319e-08 1.6667e-07 2.95461e-08 -8.62409e-06 1.6759e-07 6.4693e-08 -6.58512e-08 5.60836e-08 1.11273e-05 -1.25729e-07 -1.84147e-08 -1.69e-07 1.68076e-08 1.21624e-07 9.64643e-06 -1.4473e-07 -1.45745e-05 1.0708e-07 1.46566e-05 -2.22494e-06 -1.45614e-07 -1.11815e-06 1.53152e-06 1.7894e-05 4.8827e-07 1.33229e-06 -4.811e-07 1.4475e-05 1.04409e-06
internal_weight=0 3100 3077 3057 48 3009 2987 2940 2909 47 2862 2841 2802 2777 2757 75 2682 46 2636 45 53 2591 1640 951 57 894 866 761 105 739
internal_count=3121 3100 3077 3057 48 3009 2987 2940 2909 47 2862 2841 2802 2777 2757 75 2682 46 2636 45 53 2591 1640 951 57 894 866 761 105 739
is_linear=0
shrinkage=0.1


Tree=4998
num_leaves=31
num_cat=0
split_feature=9 10 1 9 12 147 147 147 12 12 45 131 151 151 2 47 47 123 40 1456 15 15 15 15 13 402 1 1 1 390
split_gain=3.05579e-07 1.1086e-06 1.57361e-06 6.67257e-07 5.64635e-07 3.13568e-07 8.50301e-07 7.74158e-07 4.00233e-07 2.69325e-06 1.22492e-06 7.63648e-07 7.46416e-07 8.40459e-07 7.83567e-07 8.69041e-07 6.08486e-07 7.31945e-07 4.58154e-07 4.57254e-07 4.79948e-07 2.87663e-06 1.54438e-06 1.54163e-06 1.45954e-06 1.03255e-06 8.97074e-07 8.93697e-07 8.37455e-07 8.09897e-07
threshold=0.092410000000000006 0.053330000000000009 0.11829500000000003 0.085355000000000014 -0.010834999999999999 0.11204500000000002 0.099730000000000027 0.093875000000000014 -0.010834999999999999 -0.029094999999999999 0.084355000000000013 0.10156500000000002 -0.14960499999999996 -0.086944999999999981 0.14445500000000003 0.10648500000000001 0.07813500000000001 0.086445000000000008 -0.041534999999999996 0.14523500000000003 -0.10203999999999998 -0.11345499999999999 -0.096999999999999989 -0.094549999999999981 -0.012119999999999997 0.087880000000000014 0.11785500000000002 0.086455000000000018 0.13707500000000003 0.088375000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -2 6 7 8 9 11 19 12 -1 -14 15 16 17 -15 -16 20 21 25 24 -24 -22 26 27 -10 -28 -25
right_child=4 2 -4 -5 -6 -7 -8 -9 10 -11 -12 -13 13 14 18 -17 -18 -19 -20 -21 22 -23 23 29 -26 -27 28 -29 -30 -31
leaf_value=1.6288372444250856e-05 1.9316498583066278e-05 -3.6538162477199875e-05 2.6555325472968218e-06 1.5741356252908223e-05 -1.5090892592676635e-06 -1.2226415535787099e-05 2.0087369375687561e-05 -1.6961690851370874e-05 4.6756731493318242e-06 -3.7845228845461476e-05 2.0568262111737571e-05 1.4888250731408853e-05 -2.2470684190652308e-05 5.9633247381361316e-06 -4.2382590950380649e-06 1.7546111628409842e-05 -1.8002934761863713e-05 -7.3639126223706381e-06 -2.4423634609278948e-05 -1.4451998601673819e-05 -9.4383510821942415e-07 2.9462355410149218e-05 2.0471361988932808e-05 -3.3969108635931732e-07 -3.869017231409089e-05 -1.8612228128544163e-05 3.0179847476574652e-05 -1.0164864141258407e-05 3.3877113505046255e-06 1.6484840509668897e-05
leaf_weight=20 23 20 21 27 30 21 21 27 108 21 30 28 22 93 23 26 21 74 22 21 21 39 37 2137 20 26 20 65 28 29
leaf_count=20 23 20 21 27 30 21 21 27 108 21 30 28 22 93 23 26 21 74 22 21 21 39 37 2137 20 26 20 65 28 29
internal_value=0 -1.30052e-07 -1.64633e-05 9.11787e-08 7.52843e-06 -4.96729e-08 3.61651e-08 -1.06186e-07 4.90845e-08 -3.1242e-06 4.79402e-07 -9.07962e-07 -2.37738e-06 -3.7059e-06 -2.11198e-06 4.10266e-07 -1.95958e-06 5.78423e-08 -1.41067e-05 2.43155e-07 3.65131e-07 4.22316e-06 -1.26579e-07 2.31312e-07 -1.93567e-05 2.38022e-07 2.4557e-06 -9.00251e-07 1.45511e-05 -1.14432e-07
internal_weight=0 3068 41 3027 53 3000 2979 2958 2931 350 2581 329 301 281 259 214 188 167 45 2551 2530 286 2244 2203 41 247 221 173 48 2166
internal_count=3121 3068 41 3027 53 3000 2979 2958 2931 350 2581 329 301 281 259 214 188 167 45 2551 2530 286 2244 2203 41 247 221 173 48 2166
is_linear=0
shrinkage=0.1


Tree=4999
num_leaves=31
num_cat=0
split_feature=44 1455 158 158 49 49 1454 40 0 2 13 3 133 480 151 480 402 133 1447 1452 1447 13 13 42 42 0 42 401 483 484
split_gain=3.35601e-07 1.16312e-06 1.36951e-06 4.78791e-07 4.3717e-07 1.79779e-06 1.31669e-06 7.5421e-07 6.73635e-07 7.09612e-07 1.19148e-06 1.07938e-06 5.29387e-07 2.27421e-06 2.09543e-06 1.95153e-06 4.40725e-06 1.83696e-06 1.74501e-06 1.49815e-06 1.09762e-06 8.87894e-07 2.81465e-06 1.6471e-06 4.86909e-06 1.8236e-06 1.22461e-06 8.64555e-07 8.45664e-07 2.00737e-06
threshold=0.099360000000000018 0.11192500000000001 -0.46413499999999996 -0.46695499999999995 0.11707000000000002 0.11236 0.11562500000000002 -0.045684999999999996 -0.069824999999999984 0.10060500000000001 -0.070999999999999994 -0.072894999999999988 0.086910000000000015 0.10272000000000002 -0.091174999999999992 0.086995000000000017 0.10874500000000002 0.08622500000000001 -0.080594999999999986 0.083830000000000002 0.050705000000000007 -0.081434999999999994 -0.084034999999999985 0.090990000000000015 0.087550000000000017 -0.089604999999999976 0.08733500000000001 0.13729500000000003 0.098395000000000024 0.10126500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 12 -6 9 10 -9 -11 17 14 -14 16 18 20 -16 21 27 22 23 24 25 -20 -24 28 29 -5
right_child=-2 2 -4 4 7 -7 -8 8 -10 11 -12 -13 13 -15 15 -17 -18 -19 19 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.158480022493475e-05 -1.0031050066338526e-05 3.4692473829116872e-05 -1.4225437986342947e-06 -4.0975237097006753e-08 1.350509564872482e-05 2.5999256804762235e-05 -2.5495229920124984e-05 2.61581991413978e-08 -1.7616725351258951e-05 2.2062365920564018e-05 -3.0733798384972031e-05 -5.7706438239715922e-06 2.658766511842714e-05 3.4254024559355791e-05 -2.6943332625745354e-05 -2.4108847519381664e-05 4.7783046063614165e-05 -2.4328746644641799e-05 2.0255448693546898e-05 2.6737525133119726e-05 -2.1441307899294772e-05 -2.3855254873023121e-06 4.657741912524216e-05 2.2077983582372934e-05 -4.5203098437923476e-05 -1.1772234580575969e-05 1.2387609637120147e-05 1.978642688878939e-05 1.0270361007011768e-05 -2.0965453892286142e-05
leaf_weight=36 33 21 21 1870 20 27 20 34 44 22 20 38 32 22 23 31 20 32 40 22 24 402 20 24 25 32 22 22 75 47
leaf_count=36 33 21 21 1870 20 27 20 34 44 22 20 38 32 22 23 31 20 32 40 22 24 402 20 24 25 32 22 22 75 47
internal_value=0 1.07199e-07 1.6635e-05 -1.20696e-07 1.64166e-08 3.18555e-07 7.13608e-08 -4.79063e-06 -7.10655e-06 -3.04999e-06 -1.13664e-05 4.43479e-06 2.54963e-07 2.60085e-06 1.59598e-06 3.86098e-07 1.5914e-06 -5.5533e-07 7.69247e-08 1.13564e-06 -1.82048e-07 1.38752e-07 6.36427e-06 -1.37768e-06 -7.18114e-06 6.02092e-06 2.86685e-05 7.12902e-08 -1.46447e-07 -5.53991e-07
internal_weight=0 3088 42 3046 3010 2832 2805 178 158 114 54 60 2785 715 693 661 630 2070 610 587 2038 565 163 121 97 72 42 2014 1992 1917
internal_count=3121 3088 42 3046 3010 2832 2805 178 158 114 54 60 2785 715 693 661 630 2070 610 587 2038 565 163 121 97 72 42 2014 1992 1917
is_linear=0
shrinkage=0.1


Tree=5000
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 130 12 403 3 1208 2 1210 1210 1212 16 12 0 1212 13 403 403 52 133 43 401 1213 42 133 401 52 402
split_gain=3.12421e-07 9.45445e-06 4.27086e-06 1.96139e-06 3.64396e-07 7.27389e-07 3.38332e-07 2.47004e-06 4.3423e-07 2.25318e-06 7.33321e-07 7.12598e-07 4.17977e-07 2.09511e-06 2.15126e-06 9.61417e-07 9.57418e-07 1.36327e-06 4.40781e-07 2.27331e-06 1.52004e-06 1.70634e-06 2.82426e-06 9.68442e-07 5.90703e-07 8.00603e-07 1.13181e-06 5.79451e-07 1.3478e-06 8.20352e-07
threshold=-0.083284999999999984 0.089480000000000018 0.11233000000000001 0.10022000000000002 -0.22699999999999995 0.23631000000000002 -0.5492149999999999 -0.085784999999999986 0.10383000000000002 0.09358000000000001 -0.13847499999999999 -0.090569999999999998 -0.089079999999999979 -0.092484999999999984 0.086915000000000006 -0.080869999999999984 -0.063924999999999996 -0.063184999999999977 0.064330000000000012 0.022375000000000003 0.085540000000000019 -0.093189999999999981 0.10915000000000001 0.09530000000000001 -0.41776999999999992 0.082250000000000004 -0.14643999999999999 1.0000000180025095e-35 0.084240000000000023 -0.45015499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 6 7 -6 10 -10 -8 -12 13 -13 -15 -16 17 -14 19 23 24 22 -22 27 -20 26 -26 29 -29 -18
right_child=2 -3 -4 -5 5 -7 8 -9 9 -11 11 12 16 14 15 -17 18 -19 20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=2.1166651940598312e-07 -1.2476212664889476e-05 6.7441850418011504e-05 -4.4167721749876037e-05 -3.281692328528152e-05 3.4759150479485037e-05 1.9165279118169567e-05 1.3655393330480318e-05 -8.8607101347674079e-06 -2.7264659252852716e-05 1.6365054680136382e-05 -1.8504988111089916e-05 -3.0891358423664669e-05 3.3346881199187399e-05 2.9367778604085162e-05 -1.9184351863794504e-05 4.2640954739504696e-06 -1.2127859868500805e-05 -9.0962331831598515e-07 -1.7679755392236987e-05 -2.8209100441770339e-05 5.3752586427435749e-05 -4.3973690509346854e-06 1.8306399044831779e-06 -2.0450914128203928e-05 -2.4132040016411339e-05 1.8009936951040635e-05 3.336816695309608e-06 -3.7346808308516956e-06 2.9340907134279735e-05 2.39266272495046e-07
leaf_weight=178 23 21 22 20 21 20 39 34 29 20 21 26 21 21 34 36 55 26 20 29 22 24 20 23 20 22 60 28 22 2164
leaf_count=178 23 21 22 20 21 20 39 34 29 20 21 26 21 21 34 36 55 26 20 29 22 24 20 23 20 22 60 28 22 2164
internal_value=0 3.64209e-06 -2.74844e-07 -3.12455e-06 6.04488e-08 1.61374e-07 2.74021e-08 7.79415e-06 -1.26146e-07 -9.45661e-06 4.11401e-08 -1.55948e-07 -1.17919e-08 -5.85652e-06 1.29629e-06 -7.12515e-06 2.55748e-07 1.43965e-05 -9.14371e-09 -3.86371e-07 4.648e-06 1.68732e-05 2.90278e-05 -3.43378e-08 -1.96564e-06 1.11556e-06 -3.5304e-06 1.72617e-07 1.08186e-05 -6.72646e-08
internal_weight=0 219 2902 198 2880 2857 2837 55 2782 49 2733 2694 2673 117 91 70 2556 47 2509 2321 188 66 42 2292 122 102 80 2269 50 2219
internal_count=3121 219 2902 198 2880 2857 2837 55 2782 49 2733 2694 2673 117 91 70 2556 47 2509 2321 188 66 42 2292 122 102 80 2269 50 2219
is_linear=0
shrinkage=0.1


Tree=5001
num_leaves=31
num_cat=0
split_feature=1211 1203 1 12 1211 1213 402 4 401 402 1204 1203 399 12 394 403 2 133 1210 1210 1210 4 1209 1209 1210 12 1209 4 1212 1212
split_gain=3.66067e-07 1.54483e-06 1.77936e-06 2.70567e-06 9.97586e-07 8.99767e-07 4.14565e-07 9.17818e-07 5.95775e-07 2.29296e-06 4.09382e-07 8.13366e-07 5.82403e-07 1.23493e-06 5.18055e-07 3.95808e-07 1.902e-06 3.62686e-06 1.14647e-06 1.02833e-06 4.58196e-07 2.74118e-06 6.38862e-07 1.2803e-06 4.47029e-07 1.64742e-06 8.66864e-07 3.9241e-07 3.84881e-07 1.89118e-06
threshold=0.087635000000000005 0.089480000000000018 0.087865000000000013 0.095175000000000023 0.092860000000000012 -0.017214999999999998 -0.45454999999999995 -0.080584999999999976 -0.13200999999999999 -0.41103999999999991 0.058775000000000008 -1.0000000180025095e-35 0.091895000000000018 0.093965000000000007 0.12358500000000001 -0.53960999999999981 0.083715000000000026 0.40304500000000004 -0.3960249999999999 -0.094799999999999982 -0.079504999999999978 -0.082349999999999993 -0.084629999999999997 -0.065739999999999979 -0.00092999999999999995 0.089300000000000004 1.0000000180025095e-35 -0.079329999999999984 0.091580000000000009 0.087615000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 -6 7 -1 -8 -10 11 -11 14 -14 15 16 -13 -18 -17 -20 21 -21 -22 -24 25 -25 28 -7 29 -26
right_child=1 -3 3 -5 5 27 8 -9 9 10 -12 12 13 -15 -16 18 17 -19 19 20 22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-5.8838261713844992e-06 2.7729841193442032e-05 2.9969129625550566e-05 -4.2822539676876658e-05 8.5705720179941551e-06 -1.2780088779133318e-05 2.0734285424788888e-05 1.49855522231519e-05 2.371514327189123e-05 -3.1967070959660268e-05 1.7107130029385358e-05 -1.4524166599585442e-05 2.6854589029018575e-05 -2.4474902890907632e-05 6.9443463334292492e-06 1.5898664423730226e-05 -2.3184207239782237e-05 -3.6010076880865243e-05 2.2090262560099788e-05 2.0791135735318836e-05 -3.0656984266291456e-05 1.4266582099177564e-05 1.1418518050732019e-05 -2.5001484096892889e-05 -1.2569609280035366e-05 1.8757195764154178e-08 2.5007931217097783e-05 -1.6019057012804136e-05 1.8468092093826273e-06 8.6970410620779152e-06 -2.190849618500579e-05
leaf_weight=20 21 21 20 21 24 22 25 22 23 27 20 29 29 22 20 22 21 22 23 30 30 32 21 20 2361 28 35 22 48 40
leaf_count=20 21 21 20 21 24 22 25 22 23 27 20 29 29 22 20 22 21 22 23 30 30 32 21 20 2361 28 35 22 48 40
internal_value=0 4.80312e-06 7.37845e-07 -1.64992e-05 8.67852e-06 2.79503e-06 -2.4419e-07 9.6204e-06 -3.8569e-07 -5.18064e-07 -2.66909e-07 -1.67208e-07 -3.31841e-07 -1.09215e-05 -1.3771e-07 -2.53832e-07 7.0633e-06 -6.28432e-06 -4.4968e-07 -2.62214e-07 -4.45287e-07 -8.9406e-06 -2.41373e-07 -4.11854e-07 -2.07912e-07 9.35062e-06 -3.92618e-07 1.12905e-05 -1.69292e-07 -3.46545e-07
internal_weight=0 151 130 41 89 68 2970 42 2928 2903 2880 2860 2833 51 2782 2762 72 43 2690 2668 2645 62 2583 2553 2532 48 2484 44 2449 2401
internal_count=3121 151 130 41 89 68 2970 42 2928 2903 2880 2860 2833 51 2782 2762 72 43 2690 2668 2645 62 2583 2553 2532 48 2484 44 2449 2401
is_linear=0
shrinkage=0.1


Tree=5002
num_leaves=31
num_cat=0
split_feature=481 484 1447 2 2 160 1453 1453 159 1456 1455 160 1447 4 3 1447 480 13 483 0 42 482 480 154 474 471 482 484 42 3
split_gain=3.26536e-07 2.05776e-06 8.30102e-06 5.32875e-06 4.41684e-06 9.3299e-06 1.16565e-06 5.83427e-07 6.19478e-07 5.221e-07 4.1166e-07 4.14598e-07 5.26083e-07 2.53732e-06 3.48449e-06 1.04278e-06 9.15402e-07 2.72221e-06 7.53718e-07 3.07244e-06 1.9897e-06 8.39062e-07 4.7924e-07 4.62423e-07 6.72899e-07 4.45714e-07 4.4078e-07 1.50631e-06 1.03875e-06 1.20392e-06
threshold=-0.081614999999999979 -0.081614999999999979 -0.084334999999999979 0.085515000000000022 0.083715000000000026 -0.014214999999999998 -0.085754999999999984 -0.079499999999999987 0.13610000000000003 0.086095000000000019 -0.24112999999999998 -0.55323499999999981 -0.079489999999999991 -0.0047449999999999992 -0.082879999999999995 -0.086924999999999988 0.10272000000000002 -0.051094999999999995 0.10143000000000001 -0.076234999999999983 0.22070000000000004 0.11191500000000001 0.083235000000000017 1.0000000180025095e-35 -0.45463999999999999 -0.085064999999999988 0.081345000000000015 -0.017214999999999998 0.091735000000000025 -0.096099999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 -2 -8 10 -7 -9 -12 13 14 -13 -15 18 -18 20 21 22 -20 23 24 -14 -26 -27 -28 29 -29
right_child=6 2 3 -5 5 9 7 8 -10 -11 11 12 16 15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=3.6001034909748428e-05 -2.4309673008247046e-05 6.6747409595257562e-05 -3.7207934432304826e-05 2.8136035579488333e-05 -7.1103518919037677e-05 -3.6988805561577468e-06 1.2566281293402426e-05 1.1375107955715184e-05 -1.3865829086253971e-05 1.4999270073141297e-05 1.4135268256723066e-05 4.7357421012308016e-06 -1.8061357765137e-05 -4.0856133819033865e-06 -4.1620269616139606e-05 2.7819671833012331e-05 3.8030644250481963e-05 -1.1767592791113117e-05 1.3476889118406219e-05 -4.1535934306838589e-05 3.0659423704751784e-05 -1.2794688277608657e-05 -1.3258579708365557e-05 1.3711097693658303e-05 1.3476351591634739e-05 -5.2934575635326782e-07 2.998791087953751e-05 -1.4135706766430068e-05 -1.9855069658660796e-05 1.2595264531865628e-05
leaf_weight=21 20 23 26 24 22 32 36 31 33 28 20 31 21 20 34 21 23 21 31 22 21 20 28 24 24 2337 21 23 20 63
leaf_count=21 20 23 26 24 22 32 36 31 33 28 20 31 21 20 34 21 23 21 31 22 21 20 28 24 24 2337 21 23 20 63
internal_value=0 4.18414e-06 1.70281e-05 -5.84283e-06 -4.91884e-06 -1.53983e-05 -2.50044e-07 -8.55337e-08 -2.43189e-07 5.02692e-06 -8.57843e-08 -2.1155e-07 -3.13844e-07 -7.22434e-06 -1.9512e-05 1.22561e-05 -4.24429e-08 1.42633e-05 -2.79525e-07 -1.03e-05 3.78081e-09 3.17431e-06 -2.47593e-07 -1.03769e-07 -2.35915e-07 -8.54596e-08 -2.17555e-07 5.51988e-06 6.72444e-07 5.44628e-06
internal_weight=0 176 73 50 103 82 2945 2925 2889 60 2856 2825 2805 106 65 41 2699 44 2655 73 2582 51 2561 2533 2509 2488 2464 127 106 86
internal_count=3121 176 73 50 103 82 2945 2925 2889 60 2856 2825 2805 106 65 41 2699 44 2655 73 2582 51 2561 2533 2509 2488 2464 127 106 86
is_linear=0
shrinkage=0.1


Tree=5003
num_leaves=31
num_cat=0
split_feature=1211 50 12 2 3 1186 1185 1213 1213 402 402 401 12 12 0 484 4 12 49 0 16 12 12 4 12 51 12 133 4 12
split_gain=3.0547e-07 1.28722e-06 1.04576e-06 1.82843e-06 9.68396e-07 3.94606e-07 6.83989e-07 4.02114e-07 9.05697e-07 5.99218e-07 1.07839e-06 6.81556e-07 4.77215e-07 1.23912e-06 1.57482e-06 1.22562e-06 2.01966e-06 1.43699e-06 1.40163e-06 1.38515e-06 1.27575e-06 1.15533e-06 5.6276e-07 2.18873e-06 1.33125e-06 6.65123e-06 7.49834e-07 2.02655e-06 2.20726e-06 1.47909e-06
threshold=0.087635000000000005 0.096900000000000014 0.090165000000000009 0.09142500000000002 -0.082974999999999979 -0.095479999999999982 -0.083264999999999992 0.23509000000000002 0.12389500000000002 -0.45015499999999992 -0.41596499999999997 -0.099524999999999988 0.110195 0.10589000000000003 -0.079634999999999997 0.090535000000000018 0.24564500000000003 0.11586 0.10084500000000002 -0.076234999999999983 -0.046599999999999996 0.15120000000000003 0.10266500000000002 -0.029144999999999997 0.099815000000000015 -0.057604999999999996 0.096525000000000014 0.10209000000000001 0.0061450000000000003 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 -1 -7 8 9 -8 -11 -12 13 22 -15 16 17 19 20 -14 -19 -22 24 -24 26 -26 29 28 -28 -13
right_child=1 -3 3 -5 -6 6 7 -9 -10 10 11 12 15 14 -16 -17 -18 18 -20 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-1.1633891093273026e-05 -4.5939981030260827e-06 2.2930173818167534e-05 -3.4513637720010594e-05 3.3892108110324317e-06 1.9676768242788971e-05 1.8323442091059406e-05 -1.4132234593577574e-05 -1.4020761054347358e-05 1.8096633808723977e-05 2.2423547471546394e-05 -1.7465474027868248e-05 -4.4169089565123649e-08 -1.6485989362990949e-07 -3.6753088664097181e-05 -3.2140043020133037e-06 -1.890012251351436e-05 3.0397889181145845e-05 -1.1326233179715928e-05 -2.3470030365152291e-05 3.7052737243357112e-05 2.9048191072433839e-05 -3.494861609851796e-06 3.142065236170311e-05 -9.6419212746291632e-06 2.6752689186453252e-05 -4.2090656827693037e-05 1.0204734613158247e-05 3.5123986948416462e-05 -2.5502446042873603e-05 -1.6496623583707656e-05
leaf_weight=30 31 30 20 35 35 20 31 21 27 21 23 2255 20 21 42 20 31 35 27 20 24 20 25 27 23 36 70 22 23 56
leaf_count=30 31 30 20 35 35 20 31 21 27 21 23 2255 20 21 42 20 31 35 27 20 24 20 25 27 23 36 70 22 23 56
internal_value=0 4.3876e-06 -2.09731e-07 -1.03936e-05 8.27686e-06 -2.23072e-07 -1.06636e-07 -2.32869e-07 -1.32991e-07 -3.0437e-07 -1.53485e-07 -3.21612e-07 -1.80636e-07 -5.40185e-07 -1.43937e-05 4.56467e-06 7.21606e-06 2.29389e-06 -3.80047e-06 1.84439e-05 2.92204e-06 1.42559e-05 -1.96167e-07 1.00997e-05 -4.11614e-07 -1.52534e-05 -5.06634e-08 7.83046e-06 1.37393e-06 -4.42844e-07
internal_weight=0 151 121 55 66 2970 2940 2920 2899 2872 2841 2820 2797 2600 63 197 177 146 106 40 79 44 2537 52 2485 59 2426 115 93 2311
internal_count=3121 151 121 55 66 2970 2940 2920 2899 2872 2841 2820 2797 2600 63 197 177 146 106 40 79 44 2537 52 2485 59 2426 115 93 2311
is_linear=0
shrinkage=0.1


Tree=5004
num_leaves=31
num_cat=0
split_feature=156 472 1213 1213 1213 2 12 1213 13 1212 42 1212 1212 401 1211 15 1203 1204 402 1203 1185 402 13 15 133 402 130 403 3 1213
split_gain=3.03998e-07 5.49365e-07 2.95753e-07 9.40434e-07 9.30164e-07 8.96784e-07 1.1935e-06 4.97127e-07 3.82334e-06 2.4974e-06 6.52239e-06 2.66796e-06 5.83842e-07 7.82658e-07 1.37507e-06 2.35723e-06 7.29617e-07 2.40256e-06 7.15195e-07 6.83782e-07 6.53845e-07 6.38276e-07 4.42995e-06 2.19848e-06 2.39065e-06 4.78541e-06 2.13176e-06 1.39802e-06 1.53703e-06 1.22504e-06
threshold=0.3248100000000001 -0.096814999999999998 -0.24064499999999997 -0.41627499999999995 -0.15413999999999997 0.088930000000000023 0.087005000000000013 -0.090764999999999985 -0.088319999999999996 -0.089544999999999986 0.086730000000000015 -0.087464999999999987 -0.063924999999999996 -0.46360499999999999 0.11048500000000001 0.090750000000000011 0.088820000000000024 -0.079179999999999987 -0.45454999999999995 0.087075000000000014 0.093750000000000014 -0.0088649999999999979 -0.080519999999999994 0.093115000000000017 0.26753000000000005 -0.17973499999999998 0.084580000000000016 -0.5335399999999999 -0.085709999999999995 0.23509000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 -3 8 -6 10 -9 -11 -13 -14 16 -16 18 -18 -15 20 21 22 -20 24 26 -26 -24 28 -23 -29
right_child=-2 2 4 -5 7 -7 -8 9 -10 11 -12 12 13 14 15 -17 17 -19 19 -21 -22 27 23 -25 25 -27 -28 29 -30 -31
leaf_value=1.5482457851960689e-05 -1.1454230780541169e-05 8.8536770145646706e-06 1.8624283849796349e-05 -2.4193436547648162e-05 -3.6549384367390304e-05 1.4795012639996669e-05 -2.1889793729964628e-05 -8.3614598021800445e-06 1.2428313459315325e-05 -3.5720441112408438e-05 6.6408987190698103e-05 1.2367006858862864e-05 -1.8899346096904167e-05 1.7182611569902897e-05 -4.0346071652190096e-06 4.1842095671589571e-05 -3.5704959593848191e-05 4.9202737500309015e-06 -4.0998093136295215e-05 1.7007893011791367e-05 -1.8321799652767369e-05 -7.8398264858627786e-07 2.3148171437871778e-05 2.5303251859440934e-05 4.1527580317444913e-06 -5.2482195285847406e-05 -1.6370509533338744e-05 1.5060462410997905e-07 3.747617658865195e-05 -2.470411681315454e-05
leaf_weight=23 23 23 27 21 28 26 28 28 37 21 20 38 22 24 24 21 24 37 30 23 20 21 39 30 37 25 21 2339 21 20
leaf_count=23 23 23 27 21 28 26 28 28 37 21 20 38 22 24 24 21 24 37 30 23 20 21 39 30 37 25 21 2339 21 20
internal_value=0 8.50279e-08 -3.01399e-08 -5.43542e-06 1.47797e-07 -3.19602e-07 -8.02509e-06 -2.13099e-08 -8.66977e-06 1.73543e-07 2.27929e-05 -2.0916e-07 5.5661e-08 -1.12745e-07 3.72208e-08 1.73745e-05 -2.50562e-07 -1.10634e-05 -1.66185e-09 -1.58715e-07 -3.10399e-07 -1.70938e-07 -5.88049e-06 1.05061e-06 -4.91315e-06 -1.86839e-05 9.31663e-06 2.61857e-07 1.83461e-05 -6.01179e-08
internal_weight=0 3098 3075 98 2977 77 51 2950 65 2885 48 2837 2816 2778 2756 45 2711 61 2650 2626 2603 2583 182 152 122 62 60 2401 42 2359
internal_count=3121 3098 3075 98 2977 77 51 2950 65 2885 48 2837 2816 2778 2756 45 2711 61 2650 2626 2603 2583 182 152 122 62 60 2401 42 2359
is_linear=0
shrinkage=0.1


Tree=5005
num_leaves=31
num_cat=0
split_feature=1208 1208 43 1209 131 1209 132 15 1185 1186 1209 50 42 43 50 157 4 1 120 52 2 12 133 9 10 2 471 471 1451 45
split_gain=3.12122e-07 3.72837e-07 1.70194e-06 7.52162e-07 4.15322e-07 6.72011e-07 4.41652e-07 1.05382e-05 4.39232e-06 1.46271e-06 4.26127e-07 3.97755e-07 1.99642e-06 9.60223e-07 2.02722e-06 8.45146e-07 5.7186e-07 4.80917e-07 1.30336e-06 1.82894e-06 6.64737e-07 4.93043e-07 2.27364e-06 1.23751e-06 8.32916e-07 1.66574e-06 5.77067e-07 6.88961e-07 7.66833e-07 6.25086e-07
threshold=0.12461500000000002 0.10233500000000001 -0.03898999999999999 -0.097919999999999993 0.13857500000000003 0.10656 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.0044650000000000011 0.096150000000000013 -0.099524999999999988 0.096035000000000023 -0.095049999999999982 -0.47248999999999991 0.63604500000000008 0.052250000000000012 0.16540500000000002 1.0000000180025095e-35 -0.049749999999999996 0.31358000000000003 0.12757000000000002 0.017095000000000003 0.092890000000000014 0.053330000000000009 -0.15339499999999998 0.094575000000000006 0.089900000000000022 0.084085000000000007 0.094030000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 9 -8 -5 11 12 13 -10 -15 17 -16 18 20 -20 21 23 -23 24 26 -26 27 28 29 -13
right_child=-2 2 -4 4 -6 -7 8 -9 10 -11 -12 15 -14 14 16 -17 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.9375943385284699e-05 -1.2452350080138786e-05 2.9436264712568943e-05 -1.1324248462187824e-05 -1.1890268354257784e-07 -1.3933943808383664e-05 1.5598083879402629e-05 -4.4802264462553218e-05 6.9912159696369522e-05 -1.8898517191701105e-05 -2.8159314236593976e-05 -1.4486204090644607e-05 6.5663317017090386e-07 3.2269103204548036e-05 2.8564429415685783e-05 3.6012019889945488e-06 -2.0565387076203477e-05 -1.8950310525476446e-05 1.5141812346406542e-05 3.4195559373983998e-06 -3.9346532335002846e-05 1.7536050649430928e-05 -3.3896306887403296e-05 8.7356395318959688e-06 1.8948689700794474e-05 5.9650100714255437e-06 -3.3864892914910644e-05 -1.2491134724541554e-05 1.6632578414233789e-05 -1.5109893655562701e-05 -1.4648832846567666e-05
leaf_weight=20 20 21 20 163 21 28 22 22 22 21 20 2278 23 24 23 20 22 21 20 20 22 22 29 35 21 21 35 26 32 27
leaf_count=20 20 21 20 163 21 28 22 22 22 21 20 2278 23 24 23 20 22 21 20 20 22 22 29 35 21 21 35 26 32 27
internal_value=0 8.03048e-08 9.55309e-06 -4.66181e-08 8.05485e-08 1.78033e-07 3.3679e-08 4.50165e-06 -2.96807e-07 -3.31917e-06 5.75617e-08 1.63604e-07 5.9464e-06 -7.06596e-07 5.09373e-06 -8.71518e-08 -7.42398e-06 6.98297e-08 -5.247e-08 -1.79635e-05 2.28708e-07 7.79707e-08 -9.65461e-06 2.78521e-07 1.07111e-08 -1.39499e-05 2.55226e-07 4.44021e-07 2.63918e-07 4.7735e-07
internal_weight=0 3101 41 3060 3040 3019 2991 206 2785 184 2763 2743 114 91 69 2629 45 2609 2588 40 2548 2526 51 2475 2440 42 2398 2363 2337 2305
internal_count=3121 3101 41 3060 3040 3019 2991 206 2785 184 2763 2743 114 91 69 2629 45 2609 2588 40 2548 2526 51 2475 2440 42 2398 2363 2337 2305
is_linear=0
shrinkage=0.1


Tree=5006
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 133 403 42 403 403 1210 1210 1210 1210 4 1210 1205 1210 1210 1209 394 1184 129 1182 394 403 401 1212 12 402 42
split_gain=3.60902e-07 2.64955e-06 1.26442e-06 6.61043e-07 3.31237e-07 3.4084e-07 2.02917e-06 7.82319e-07 7.92869e-07 6.56842e-07 5.67743e-07 4.19358e-07 6.59005e-07 9.9896e-07 7.53745e-07 6.56673e-07 6.12617e-07 8.40731e-07 1.21006e-06 3.658e-07 9.92455e-07 4.52092e-07 6.51798e-07 5.18081e-07 5.51736e-07 1.21627e-06 6.60755e-07 1.03179e-06 6.75829e-07 1.14642e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.50375999999999987 -0.5492149999999999 0.091205000000000008 -0.5425549999999999 -0.5335399999999999 -0.3960249999999999 -0.094799999999999982 -0.085329999999999975 -0.077744999999999995 -0.082594999999999988 -0.064799999999999983 1.0000000180025095e-35 -0.047399999999999991 -0.00092999999999999995 1.0000000180025095e-35 -0.11103499999999998 0.088760000000000019 0.11234000000000001 0.086460000000000009 -0.09139499999999999 0.62200000000000011 0.12463 -0.070754999999999985 0.090995000000000006 -0.46267499999999995 0.11551500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 -6 -7 -9 -10 -11 -12 13 -13 -14 16 -16 -18 19 -19 21 22 23 -21 25 26 27 -25 29 -28
right_child=1 4 -4 -5 5 7 -8 8 9 10 11 12 14 -15 15 -17 17 18 -20 20 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=8.0348979862259808e-07 3.5688984228597421e-05 7.9481046108972262e-06 -2.5071139745705301e-05 -1.7967270053174748e-05 -9.9627332207907393e-06 -1.9964316670666449e-05 2.9346290799973457e-05 1.9723354182588085e-05 -1.7877597045818612e-05 1.3793281636778909e-05 -1.3433422175997598e-05 -3.9034278233884836e-06 -1.9693578688020354e-05 2.6976224084633448e-05 -1.7782929608074485e-05 1.740595764983612e-05 1.6716875387797261e-05 9.5730697629236565e-06 -2.0042708742508813e-05 1.554046759251616e-05 -2.2499219849123623e-05 1.4138451557631596e-05 -1.6659516921890828e-05 -1.2870062689146905e-06 -1.5998468072873285e-05 2.3314216377912089e-05 -1.9275204977020623e-06 -2.9223606397863477e-05 -2.9145752055786706e-07 2.9225579189750575e-05
leaf_weight=176 21 52 25 21 29 20 24 20 21 29 24 20 20 22 20 21 29 38 31 21 20 22 24 39 22 22 27 20 2220 21
leaf_count=176 21 52 25 21 29 20 24 20 21 29 24 20 20 22 20 21 29 38 31 21 20 22 24 39 22 22 27 20 2220 21
internal_value=0 2.9758e-07 -3.88593e-06 -1.19745e-06 3.93382e-08 -1.06188e-07 7.83758e-06 -2.58016e-07 -1.14853e-07 -2.60029e-07 -1.2361e-07 -2.74034e-07 -1.55258e-07 1.22716e-05 -3.54696e-07 -2.05764e-07 -3.49338e-07 -2.12925e-07 -4.07212e-07 -1.63342e-07 -3.13864e-07 -1.31868e-07 -2.61813e-07 -9.72871e-08 -2.35791e-07 -8.81627e-08 -3.09414e-07 -1.0757e-05 -3.76286e-08 1.1702e-05
internal_weight=0 2899 222 197 2878 2826 53 2773 2753 2733 2712 2683 2659 42 2617 2597 2576 2556 2527 2496 2458 2438 2416 2392 2371 2349 2327 59 2268 48
internal_count=3121 2899 222 197 2878 2826 53 2773 2753 2733 2712 2683 2659 42 2617 2597 2576 2556 2527 2496 2458 2438 2416 2392 2371 2349 2327 59 2268 48
is_linear=0
shrinkage=0.1


Tree=5007
num_leaves=31
num_cat=0
split_feature=129 129 133 2 130 12 160 391 129 1211 1 1 13 42 1213 399 42 394 1200 128 128 12 0 42 43 1186 15 1 43 16
split_gain=3.09217e-07 4.71956e-07 9.2653e-07 1.04027e-06 4.08349e-07 6.06032e-07 4.05239e-07 4.08042e-07 5.26722e-07 4.73182e-07 1.34304e-06 3.01885e-06 2.22893e-06 1.07567e-06 4.67048e-07 4.39449e-07 1.0619e-06 4.59459e-07 3.96068e-07 5.71348e-07 1.56243e-06 1.47487e-06 2.19018e-06 1.29128e-06 2.34338e-06 5.75997e-07 5.66366e-07 5.41728e-07 4.8379e-07 1.49706e-06
threshold=0.12076500000000001 0.10311000000000002 -0.071719999999999992 0.087505000000000013 -0.22699999999999995 0.23631000000000002 0.62940000000000007 -0.086319999999999994 -0.075474999999999987 0.087635000000000005 0.094385000000000011 0.089475000000000013 -0.012549999999999997 0.087075000000000014 -0.020279999999999996 0.091895000000000018 -0.031659999999999994 0.090335000000000013 0.090100000000000013 0.090375000000000025 0.085955000000000018 0.094835000000000017 -0.081784999999999983 -0.10071499999999999 -0.11180499999999999 -0.087469999999999978 -0.016799999999999995 0.095025000000000012 -0.09002499999999998 -0.082779999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 7 -6 -9 15 11 12 13 -11 -15 17 -17 18 19 20 23 22 -21 24 26 -25 -10 -23 29 -27
right_child=-2 2 3 -5 5 -7 -8 8 9 10 -12 -13 -14 14 -16 16 -18 -19 -20 21 -22 27 -24 25 -26 28 -28 -29 -30 -31
leaf_value=-1.2828590894969239e-05 -1.1813661669955104e-05 2.6406368588141051e-05 1.8206943796030828e-05 -1.1653799294565813e-05 -1.2252935468697816e-05 1.7354232895741006e-05 -1.4298020489604822e-05 1.3279389865298678e-05 7.6217041902465666e-06 2.9584303235514369e-05 -1.8463348337718346e-05 4.4004871237813773e-05 -2.1084287947877754e-05 1.4811161617260603e-05 -4.7708424031513681e-06 3.7338392669129384e-07 -2.6338537819273455e-05 1.3944363300928987e-05 1.227775115694385e-05 1.0245152661809699e-06 2.3000076732293157e-05 1.716890777970548e-05 -4.0834067680407322e-05 1.6555324951436239e-05 -3.8231634038083944e-05 -8.3894786867755161e-06 -1.284007895871279e-05 -4.2242412213266198e-06 -6.2857004729375524e-07 7.4811852826902254e-06
leaf_weight=25 22 20 20 28 27 20 20 30 31 23 20 21 29 21 29 46 22 23 25 25 29 20 25 21 25 79 24 29 2102 240
leaf_count=25 22 20 20 28 27 20 20 30 31 23 20 21 29 21 29 46 22 23 25 25 29 20 25 21 25 79 24 29 2102 240
internal_value=0 8.38676e-08 8.32294e-06 7.88177e-07 -1.00975e-07 4.87707e-09 -1.11328e-07 -1.56655e-08 9.67559e-08 -3.91943e-08 5.57e-06 9.47786e-06 2.36936e-06 1.16866e-05 3.4536e-06 -3.29185e-07 -8.26871e-06 -1.29079e-07 -2.50084e-07 -3.68271e-07 -7.901e-08 -7.82186e-06 -1.99048e-05 -3.44392e-07 -1.2846e-05 6.5161e-08 -1.30707e-06 4.50766e-06 -7.78763e-08 3.55083e-06
internal_weight=0 3099 68 48 3031 3006 2986 2966 2939 2909 143 123 102 73 50 2766 68 2698 2675 2650 2551 99 50 2522 80 2442 55 49 2421 319
internal_count=3121 3099 68 48 3031 3006 2986 2966 2939 2909 143 123 102 73 50 2766 68 2698 2675 2650 2551 99 50 2522 80 2442 55 49 2421 319
is_linear=0
shrinkage=0.1


Tree=5008
num_leaves=31
num_cat=0
split_feature=1447 132 1186 1185 15 1447 12 43 403 1453 1210 1210 0 482 482 131 129 42 15 131 15 1447 16 3 51 1 1446 131 479 43
split_gain=2.91358e-07 3.04263e-07 8.84112e-06 4.36111e-06 1.01818e-06 3.69003e-07 5.66525e-06 4.80143e-06 1.88319e-06 9.86998e-07 3.45952e-07 4.21135e-07 9.54649e-07 3.35523e-07 5.23514e-07 4.10597e-07 1.31944e-06 9.99038e-07 9.69806e-07 6.6756e-07 2.926e-06 1.87069e-06 5.42445e-06 9.41439e-07 1.00233e-06 8.53445e-07 8.29167e-07 8.37776e-07 6.84189e-07 6.57853e-07
threshold=-0.12995499999999996 -0.083284999999999984 0.0044650000000000011 -0.087384999999999977 0.092400000000000024 -0.086279999999999982 0.083985000000000018 -0.081779999999999978 -0.56738999999999995 -0.13306499999999996 -0.42132499999999995 -0.099939999999999987 -0.07847999999999998 0.12191 0.11614500000000001 0.097570000000000004 0.080675000000000011 -0.090989999999999988 0.09006500000000002 0.089415000000000008 0.084050000000000014 1.0000000180025095e-35 -0.032969999999999992 -0.082794999999999994 -0.040379999999999992 0.092235000000000025 0.11655500000000001 0.08844500000000001 0.086465000000000014 -0.065269999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 -5 -8 -7 -10 -11 12 -12 14 15 19 17 -17 29 21 23 26 -23 -21 -25 -26 27 28 -13 -19
right_child=1 3 -4 5 -6 8 7 -9 9 10 11 13 -14 -15 -16 16 -18 18 -20 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=9.0725661967943398e-06 -4.8381151018898095e-07 -4.6910598830436359e-05 6.3614533229900357e-05 3.3446213093730363e-05 -2.2081728021476011e-05 3.0705058015882969e-05 4.1670585763616449e-06 -5.9771759827961672e-05 -2.1688228592947346e-05 1.2286948533627489e-05 5.8472896853345446e-06 -2.9483003077752967e-08 -2.433972189134114e-05 1.2152912645631106e-05 -1.4998727728316621e-05 2.8490537096388381e-05 -1.754338705192519e-05 -4.8624987548943244e-06 2.1669339672111427e-05 1.7596303884760267e-05 -3.949770850696318e-05 4.8414118733991674e-05 -1.3293270421854686e-05 8.2809627791583492e-06 -2.952359310711472e-05 -4.6099944804402846e-06 -2.0021948928063338e-05 1.9359739111347486e-05 -1.4327303208173203e-05 9.4960975904195341e-06
leaf_weight=35 172 20 22 23 25 20 24 23 21 23 20 2141 22 23 23 20 24 76 28 23 23 29 28 37 20 44 21 22 34 55
leaf_count=35 172 20 22 23 25 20 24 23 21 23 20 2141 22 23 23 20 24 76 28 23 23 29 28 37 20 44 21 22 34 55
internal_value=0 -1.02905e-07 3.48978e-06 -3.77337e-07 -3.22466e-06 -5.04439e-08 -7.22112e-06 -2.71222e-05 1.30308e-07 -9.14896e-08 7.42748e-08 -2.92606e-08 -9.96495e-06 1.26973e-07 2.25178e-08 1.54133e-07 4.47412e-06 7.42619e-06 4.77658e-06 -2.07947e-07 -6.7391e-06 2.14066e-07 1.81017e-05 -6.62911e-07 -4.82095e-06 -1.23955e-05 -2.45626e-07 -5.65941e-08 -2.52989e-07 1.16592e-06
internal_weight=0 3086 219 2867 197 2847 70 47 2777 2757 2736 2713 42 2671 2648 2625 203 179 159 2422 147 2275 57 124 101 64 2218 2197 2175 131
internal_count=3121 3086 219 2867 197 2847 70 47 2777 2757 2736 2713 42 2671 2648 2625 203 179 159 2422 147 2275 57 124 101 64 2218 2197 2175 131
is_linear=0
shrinkage=0.1


Tree=5009
num_leaves=31
num_cat=0
split_feature=132 1185 1203 48 15 42 0 16 133 1208 1208 402 1209 1209 1212 1212 1210 1210 13 3 403 402 401 12 12 133 133 11 1212 1212
split_gain=3.41465e-07 2.5991e-06 1.11392e-06 3.18104e-07 4.82354e-07 2.94664e-07 7.56231e-07 9.64642e-07 3.93728e-07 2.82506e-07 5.35089e-07 6.42183e-07 1.19319e-06 3.11695e-07 3.24514e-07 1.01417e-06 2.18492e-06 7.99297e-07 2.91102e-06 6.48757e-07 7.15243e-07 3.5062e-07 8.693e-07 3.66081e-07 2.30672e-06 1.70433e-06 1.32487e-06 1.07898e-06 1.04023e-06 1.98512e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.086125000000000021 -0.10653 -0.074124999999999983 -0.087414999999999979 -0.073404999999999984 -0.019454999999999997 0.11531000000000001 0.10233500000000001 0.23460000000000003 0.10656 0.094730000000000023 -0.121045 -0.08867499999999999 -0.090569999999999998 -0.065674999999999983 -0.064619999999999983 -0.078584999999999988 0.44389500000000004 0.11522000000000002 0.10910000000000002 0.086420000000000011 0.086850000000000024 0.12599500000000005 0.084990000000000024 0.079300000000000009 0.087615000000000012 0.085235000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7 8 -8 10 11 12 13 14 19 -16 -17 18 -18 20 -3 22 23 25 26 27 -25 28 29 -19
right_child=1 9 -4 -5 5 6 7 -9 -10 -11 -12 -13 -14 -15 15 16 17 21 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=1.3958162332488903e-05 3.5342307265160521e-05 -2.8331831570085344e-05 -2.2425276698153799e-05 -1.1381969139060508e-05 5.8020945230871288e-06 -1.9567804120015353e-05 2.0093007830155333e-05 -1.2833176718672667e-05 1.722347951726988e-06 -1.0147197341818054e-05 1.2988510775358009e-05 -1.4329409825750777e-05 2.4480818246956915e-05 -1.1625371434606875e-05 1.7952855165503935e-05 -2.8802747105006491e-05 3.6219272664715791e-05 -7.9263903627210619e-08 -7.4828711616906476e-06 3.3849783880540578e-06 -2.9602152189909248e-06 1.1185182968022544e-05 -2.0832350492128172e-05 7.1006992281278755e-06 5.2089211754300143e-07 -2.5064225351813767e-05 4.3063475951612423e-05 -1.8374209318580776e-05 -1.6549414391881107e-05 3.0949302527547147e-05
leaf_weight=23 21 20 28 26 39 25 20 33 28 27 32 31 20 23 32 26 27 1136 35 39 25 28 20 21 1196 29 20 33 37 21
leaf_count=23 21 20 28 26 39 25 20 33 28 27 32 31 20 23 32 26 27 1136 35 39 25 28 20 21 1196 29 20 33 37 21
internal_value=0 2.89459e-07 -3.77984e-06 -1.08874e-06 5.04258e-07 -1.62981e-06 -4.36419e-06 3.28285e-07 9.37679e-06 3.36873e-08 1.30104e-07 -1.58588e-08 1.43295e-07 -3.25544e-08 6.45803e-08 2.57761e-07 4.23771e-08 3.30496e-07 1.15487e-05 -6.05509e-06 -1.42365e-05 5.67733e-08 -6.72201e-08 9.93674e-08 1.32043e-06 -1.10322e-06 2.46435e-05 -5.36908e-07 -4.39169e-08 4.83917e-07
internal_weight=0 2899 222 194 168 145 106 81 48 2878 2851 2819 2788 2768 2745 2661 2629 2603 62 84 45 2541 2513 2493 1237 1256 41 1227 1194 1157
internal_count=3121 2899 222 194 168 145 106 81 48 2878 2851 2819 2788 2768 2745 2661 2629 2603 62 84 45 2541 2513 2493 1237 1256 41 1227 1194 1157
is_linear=0
shrinkage=0.1


Tree=5010
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 42 12 130 49 0 130 40 120 33 10 0 13 42 45 142 454 148 447 1 1 1 160 48 156 13 52
split_gain=2.93366e-07 8.27442e-06 4.24698e-06 1.52722e-06 2.94868e-07 4.7315e-07 3.76474e-07 6.01004e-07 5.56599e-07 2.80955e-07 6.28555e-07 4.67372e-07 4.21056e-07 3.38152e-07 3.55921e-06 3.53368e-06 5.77202e-07 4.21431e-07 7.9934e-07 4.00228e-07 5.04474e-07 8.31083e-07 4.52733e-07 3.602e-06 1.59375e-06 1.15143e-06 9.24337e-07 1.05936e-06 9.36831e-07 6.91391e-07
threshold=-0.083284999999999984 0.10450500000000001 0.12679500000000002 0.089480000000000018 -0.015274999999999999 0.087385000000000004 0.09364500000000002 0.09567500000000001 -0.082284999999999983 -0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.044254999999999996 -0.010699999999999999 -0.10224499999999999 -0.0093149999999999986 0.086730000000000015 0.094030000000000016 -1.0000000180025095e-35 -0.084049999999999986 -0.10069499999999999 0.093530000000000016 0.10672000000000002 0.10538500000000002 0.10723500000000001 0.11205000000000002 0.12118000000000002 0.11850000000000001 -0.07743499999999999 0.26746000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 6 -6 8 -8 -1 -2 -11 12 -12 14 -14 16 -16 18 -15 -20 -21 22 23 -22 -24 26 27 29 -28 -26
right_child=2 -3 -4 -5 5 -7 7 -9 -10 10 11 -13 13 17 15 -17 -18 -19 19 20 21 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=1.7543619906339729e-05 1.1060492771202523e-05 6.4843074287637147e-05 -4.6188626365619716e-05 -2.8841067314715475e-05 3.7121678275298111e-06 -1.3229531433848132e-05 5.5186277273201593e-06 -1.576840589093211e-05 -2.7212669089709855e-06 -1.7701971873975708e-05 1.4081881950222029e-05 1.4607043059103572e-05 -3.9598202321637175e-05 1.9664748478611555e-05 -1.7467122873518571e-05 3.9605281822982117e-05 1.5356147066609772e-06 -1.0972245739621405e-05 -1.335422956055316e-05 1.3540851120654094e-05 8.894016277976251e-08 -1.8476475452189335e-05 2.940157967052735e-05 -3.6669773524206707e-05 5.2271194880906925e-06 2.5162281831399016e-05 2.5623317651479741e-06 -1.7974087647113872e-05 -2.703045953516583e-05 -1.1498568292827932e-05
leaf_weight=33 23 20 20 20 32 34 36 21 23 20 21 22 24 21 31 21 33 34 22 28 2103 24 22 27 292 20 20 24 23 27
leaf_count=33 23 20 20 20 32 34 36 21 23 20 21 22 24 21 31 21 33 34 22 28 2103 24 22 27 292 20 20 24 23 27
internal_value=0 3.52927e-06 -2.66339e-07 -2.63292e-06 2.95361e-07 -5.01537e-06 3.39721e-06 -2.32396e-06 9.22054e-06 5.23445e-08 -3.62135e-08 8.8237e-08 -2.51509e-08 -1.31105e-07 -5.5913e-06 4.01065e-06 -7.66884e-06 9.03915e-08 2.32167e-07 7.71195e-08 1.90334e-07 4.55568e-08 2.19337e-07 -3.77015e-07 3.18716e-06 1.76668e-06 5.5447e-07 2.28711e-06 -1.32664e-05 3.81147e-06
internal_weight=0 219 2902 199 179 66 113 57 56 2882 2859 2839 2817 2796 109 85 64 2687 2653 2632 2610 2582 2558 2130 428 406 386 343 43 319
internal_count=3121 219 2902 199 179 66 113 57 56 2882 2859 2839 2817 2796 109 85 64 2687 2653 2632 2610 2582 2558 2130 428 406 386 343 43 319
is_linear=0
shrinkage=0.1


Tree=5011
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 44 46 1426 157 1429 49 155 1429 475 157 4 157 157 474 157 49 49 483 160 1373 51 51 133 12 151 51
split_gain=3.29096e-07 2.37369e-06 7.66627e-07 6.23788e-07 3.09807e-07 1.35352e-06 4.45099e-07 1.24913e-06 4.37784e-07 6.65079e-07 5.03686e-07 3.45276e-07 5.06627e-07 4.43313e-07 3.50834e-06 2.50344e-06 1.24033e-06 1.00779e-06 8.44828e-07 5.20274e-07 1.41997e-06 1.25206e-06 1.16936e-06 1.03303e-06 1.50344e-06 8.66538e-07 9.55162e-07 1.10044e-06 1.34445e-06 1.56051e-06
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 0.084760000000000016 0.10253500000000002 -0.052649999999999995 -0.0048549999999999991 -0.069929999999999978 0.086815000000000017 0.14547000000000002 -0.0091699999999999993 0.058495000000000012 -0.087424999999999989 -0.0094449999999999968 -0.086394999999999986 -0.085474999999999982 0.059400000000000008 -0.083699999999999983 -0.0087849999999999977 -0.0069299999999999995 0.087175000000000016 -0.087429999999999994 1.0000000180025095e-35 0.10411500000000001 0.091000000000000011 0.093255000000000018 -0.094384999999999983 -0.089309999999999987 0.085720000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 -3 9 -8 11 -10 13 14 17 -15 -17 -13 -18 21 -21 23 -23 24 25 26 27 -20 -29 -30
right_child=1 4 -4 -5 5 -7 8 -9 10 -11 -12 12 -14 15 -16 16 18 -19 19 20 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=4.4453513299946394e-07 3.3782507381103992e-05 4.7146218005969617e-06 -2.1428934996947649e-05 -1.5898338110505223e-05 2.7875321884494041e-05 -6.1857977146116494e-06 1.7361655687376958e-05 -2.5007107212961554e-05 -1.1684665217287078e-05 -4.5286861321706649e-06 1.5711773994553368e-05 -1.4336580499785256e-06 1.2402062088767708e-05 3.1486463223700415e-05 -3.1150402842408891e-05 -2.2939529419356101e-05 2.0373057070628422e-05 2.5619073897230139e-05 1.5578841412207113e-05 2.4116299064189663e-05 1.3409355925713702e-07 -3.8745642121704386e-06 -3.4828870902065721e-05 1.6372960835724371e-05 -2.9588569050247314e-05 1.5474077931035676e-05 1.4182755060877147e-05 1.016860677293066e-05 -6.7135288207754029e-06 -3.5267778193450624e-05
leaf_weight=173 21 31 22 27 20 28 35 26 26 23 20 40 32 25 37 24 20 21 25 25 1984 26 23 30 20 28 30 42 216 21
leaf_count=173 21 31 22 27 20 28 35 26 26 23 20 40 32 25 37 24 20 21 25 25 1984 26 23 30 20 28 30 42 216 21
internal_value=0 2.84165e-07 -3.71075e-06 -1.76175e-06 3.97366e-08 8.00634e-06 -9.53859e-08 -8.84266e-06 8.44173e-08 8.681e-06 -9.92298e-08 -2.16566e-07 -1.04849e-07 -2.56621e-07 -6.85623e-06 -1.88986e-09 -3.1502e-07 7.87958e-06 -9.69523e-08 -2.62701e-07 4.32528e-07 -3.29245e-06 -1.84041e-05 -1.49519e-06 -2.89845e-06 -1.42386e-06 -2.84045e-06 -4.52037e-06 -6.32138e-06 -9.24365e-06
internal_weight=0 2899 222 200 2878 48 2830 57 2773 58 2715 2695 2669 2637 98 2539 2514 61 2490 2470 2009 461 49 412 382 362 334 304 279 237
internal_count=3121 2899 222 200 2878 48 2830 57 2773 58 2715 2695 2669 2637 98 2539 2514 61 2490 2470 2009 461 49 412 382 362 334 304 279 237
is_linear=0
shrinkage=0.1


Tree=5012
num_leaves=31
num_cat=0
split_feature=393 1447 2 2 1447 403 43 1447 1447 403 403 403 1447 1446 479 481 480 471 11 12 15 475 472 15 472 1420 1425 475 2 1371
split_gain=3.04257e-07 2.85074e-07 1.40013e-06 1.64476e-06 1.33354e-06 1.51735e-06 2.69771e-06 9.00882e-07 6.88028e-07 4.62012e-07 6.31888e-07 5.43647e-07 4.07919e-07 2.35472e-06 1.15012e-06 4.85903e-07 8.98573e-07 6.15061e-07 4.32108e-07 1.73821e-06 1.07045e-06 7.49043e-07 9.54741e-07 7.58495e-07 7.11e-07 7.70045e-07 8.63068e-07 7.01863e-07 3.72901e-06 1.89029e-06
threshold=0.12679500000000002 -0.086849999999999997 0.086285000000000014 0.09142500000000002 -0.086279999999999982 -0.55049499999999985 -0.040344999999999992 -0.085644999999999985 -0.084334999999999979 -0.5425549999999999 -0.5335399999999999 -0.52800499999999995 -0.08193499999999998 0.088645000000000015 0.10713500000000002 -0.15265499999999996 0.10272000000000002 0.094575000000000006 0.094350000000000003 0.10149500000000002 -1.0000000180025095e-35 -0.24039999999999997 -0.097514999999999977 -0.0079099999999999986 -0.082054999999999975 -0.08341999999999998 0.09198000000000002 -0.086279999999999982 0.086950000000000013 0.083235000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 -6 -7 -9 -10 -11 -12 13 -13 15 -14 17 18 21 -20 -21 23 -23 -17 -24 -26 27 28 -27 -29
right_child=-2 4 3 -5 5 7 -8 8 9 10 11 12 14 -15 -16 16 -18 -19 19 20 -22 22 24 -25 25 26 -28 29 -30 -31
leaf_value=-1.1671067753316796e-05 1.0195146199388045e-05 -2.4242914577885331e-05 3.0305931508220025e-05 -4.9882247090547189e-06 -8.7629416066192801e-06 -2.0985063238077558e-05 4.0965295950930644e-05 1.7028873733816791e-05 -1.4152408660568958e-05 1.7492872088951117e-05 -1.6374546699115031e-05 -3.583937875191623e-05 -1.2152030331649527e-05 8.1713579983179157e-06 1.974779487846749e-05 -2.0384793856464969e-07 1.5146712363906843e-05 -1.4120230441960758e-05 2.7130819148624141e-05 8.2421382649044966e-06 -2.1195187788353433e-05 2.009914370991401e-05 -1.8691312254218031e-05 -2.7744633707698086e-05 1.7612218418131912e-05 1.9097351893530384e-05 -2.0573332005282974e-05 -3.3082534285625401e-07 -3.2385894960765763e-05 2.0827708943025483e-05
leaf_weight=30 29 23 31 23 20 21 24 23 24 20 21 20 34 31 29 20 38 32 28 30 21 23 21 20 24 24 21 2339 34 43
leaf_count=30 29 23 31 23 20 21 24 23 24 20 21 20 34 31 29 20 38 32 28 30 21 23 21 20 24 24 21 2339 34 43
internal_value=0 -9.56318e-08 5.65027e-06 1.52732e-05 -2.56089e-07 -7.1266e-08 1.83616e-05 -3.47038e-07 -1.98613e-07 -3.35387e-07 -2.19964e-07 -3.44134e-07 -2.25265e-07 -9.08775e-06 -6.27378e-08 -2.71497e-07 -1.22881e-07 -3.3939e-07 -1.72854e-07 7.11175e-06 -3.87911e-06 -3.96865e-07 -1.82118e-07 -1.39742e-05 -3.68259e-07 -2.13416e-07 -3.87254e-07 -2.13522e-07 -1.10825e-05 5.11297e-08
internal_weight=0 3092 84 54 3008 2985 44 2941 2920 2897 2873 2853 2832 51 2781 2752 2718 2680 2648 79 51 2569 2529 40 2506 2485 2461 2440 58 2382
internal_count=3121 3092 84 54 3008 2985 44 2941 2920 2897 2873 2853 2832 51 2781 2752 2718 2680 2648 79 51 2569 2529 40 2506 2485 2461 2440 58 2382
is_linear=0
shrinkage=0.1


Tree=5013
num_leaves=31
num_cat=0
split_feature=1429 156 1428 1420 475 156 156 46 47 0 47 0 47 1 131 132 1203 1185 1 39 9 9 1 12 49 3 160 4 49 159
split_gain=3.25067e-07 6.27004e-07 5.95962e-07 4.29027e-07 4.11219e-07 4.17108e-07 5.97936e-07 3.73694e-07 4.13582e-07 3.00923e-06 9.50671e-06 3.54623e-06 1.93238e-06 5.31614e-07 5.29959e-07 5.19557e-07 1.10602e-05 4.98128e-06 1.24678e-06 5.07995e-07 1.63875e-06 2.35112e-06 2.04188e-06 1.31813e-06 4.71279e-07 2.60905e-06 3.05628e-06 4.30042e-06 2.08986e-06 2.81257e-06
threshold=0.12521000000000002 0.3248100000000001 0.10256000000000001 -0.086589999999999986 -0.50059999999999982 -0.092624999999999985 -0.087199999999999986 0.10123000000000001 0.092165000000000011 -0.10224499999999999 0.10678000000000001 -0.095504999999999993 0.089785000000000018 0.111945 0.13767000000000004 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.088135000000000005 -1.0000000180025095e-35 0.092235000000000011 0.085555000000000006 0.13332000000000002 -0.029094999999999999 0.10347500000000003 -0.087429999999999994 -0.081969999999999987 -0.0083799999999999986 0.12595000000000003 0.084695000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 8 12 10 -10 -11 14 -12 15 16 18 -17 -8 23 21 24 -22 -19 -21 -26 -27 -28 29 -29
right_child=-2 -3 -4 4 5 6 7 -9 9 11 13 -13 -14 -15 -16 17 -18 19 -20 20 22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-1.4683491713185504e-05 1.2707951873380809e-05 -1.7302628440943193e-05 1.6072256517952118e-05 1.4302723574246557e-05 -1.1440033864573708e-05 1.685245420915072e-05 6.0410456137981751e-07 1.1214779762808733e-05 -7.6263323702815717e-05 3.7036560666173016e-05 -1.200970851641614e-05 -2.4048466512623068e-06 3.1166141061476084e-05 8.2260635748310521e-06 -1.5491156293798915e-05 -4.9993202346740872e-05 7.5416152044454078e-05 -8.772486153247882e-06 -2.2582782698269253e-05 3.9499045343940535e-07 -4.1745004520115416e-05 3.3589045883023312e-05 1.3838813649034938e-06 2.537479180878458e-05 2.0012583862647744e-05 -3.805409683081962e-05 3.2651936126407799e-05 -5.6975183174472487e-05 7.5600030038700392e-07 -4.5766863076139652e-06
leaf_weight=20 20 21 23 20 32 21 135 29 22 26 20 185 20 37 22 20 20 20 28 2109 21 21 23 26 34 32 26 20 47 21
leaf_count=20 20 21 23 20 32 21 135 29 22 26 20 185 20 37 22 20 20 20 28 2109 21 21 23 26 34 32 26 20 47 21
internal_value=0 -8.19629e-08 3.54507e-08 -8.52057e-08 1.09305e-08 -8.38112e-08 3.79305e-08 -8.12007e-08 -1.92813e-07 -3.77782e-06 -2.04256e-05 2.45523e-06 2.0025e-07 1.12579e-06 -3.56805e-08 9.49459e-08 5.23256e-06 -2.9356e-07 -3.37892e-06 1.20604e-07 -8.27723e-08 2.81372e-07 -1.92004e-05 1.05281e-05 -2.42028e-08 -4.93575e-06 -1.07456e-05 -3.0801e-06 -1.36373e-05 -3.01369e-05
internal_weight=0 3101 3080 3057 3037 3017 2985 2964 2935 290 79 211 2645 57 2625 2603 183 2420 163 2400 2354 2310 44 46 2289 180 146 114 88 41
internal_count=3121 3101 3080 3057 3037 3017 2985 2964 2935 290 79 211 2645 57 2625 2603 183 2420 163 2400 2354 2310 44 46 2289 180 146 114 88 41
is_linear=0
shrinkage=0.1


Tree=5014
num_leaves=31
num_cat=0
split_feature=132 1185 1203 448 447 47 10 33 47 44 47 47 47 47 12 1420 157 2 157 52 43 1456 12 2 1447 13 160 483 483 1
split_gain=3.52335e-07 2.43136e-06 1.19323e-06 2.86922e-07 1.02117e-06 3.03178e-07 3.1514e-06 2.09609e-06 1.43169e-06 7.47677e-07 2.5545e-06 5.4266e-07 4.7299e-07 8.55048e-07 1.27632e-06 4.72557e-07 4.43205e-07 1.87865e-06 6.2623e-07 1.04158e-06 5.29975e-07 4.69477e-07 1.36171e-06 2.0272e-06 2.47185e-06 1.14217e-06 1.1489e-06 1.03145e-06 4.24377e-06 2.36028e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.068920000000000023 0.094005000000000019 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.097970000000000015 0.099360000000000018 0.102035 0.091210000000000013 0.087235000000000021 0.078875000000000015 0.084535000000000013 -0.085109999999999991 0.11933000000000001 0.10774000000000002 0.088145000000000015 -0.070154999999999981 0.31463000000000002 -0.077944999999999987 0.094435000000000005 0.083995000000000014 -0.084334999999999979 -0.07965499999999999 -0.0060599999999999994 0.10143000000000001 0.096460000000000018 0.089935000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -7 -3 -8 10 -10 12 13 15 -15 -9 18 -18 20 -20 21 22 23 -17 -25 26 -26 28 -23 -29
right_child=1 3 -4 -5 -6 6 8 11 9 -11 -12 -13 -14 14 -16 16 17 -19 19 -21 -22 27 -24 24 25 -27 -28 29 -30 -31
leaf_value=-1.054289532358902e-06 3.4196842621202538e-05 -2.6696441503493897e-05 -2.3137317711124135e-05 -1.1889190909641912e-05 1.8181115328550205e-05 4.1293056224276373e-05 -2.3704539900949308e-05 -1.3496728482735948e-05 3.5763292884360492e-05 -1.4046939417312389e-05 5.9953079176459709e-07 1.5901885316928937e-05 -1.1312015143822034e-05 -2.7689107600263715e-06 2.8876320808194577e-05 -2.2902357540845385e-05 -8.0035992239671136e-06 2.4558437620298185e-05 -2.4184456908317643e-05 5.6950380383113954e-06 1.5620515885183567e-05 -7.9338864890164551e-07 2.7393531506633106e-05 3.7210030284933799e-05 -2.066122095846257e-05 1.5894751683437541e-05 7.7590176369994893e-06 4.0015281906651623e-07 4.3371768300527367e-05 -3.6621456624393787e-05
leaf_weight=194 21 30 28 20 31 20 23 27 23 25 203 21 38 26 25 28 37 34 28 20 21 1967 23 22 33 29 25 51 22 26
leaf_count=194 21 30 28 20 31 20 23 27 23 25 203 21 38 26 25 28 37 34 28 20 21 1967 23 22 33 29 25 51 22 26
internal_value=0 2.9402e-07 -3.83954e-06 4.66406e-08 1.30166e-07 -6.77747e-08 2.97192e-06 -4.20585e-07 1.74754e-07 2.3629e-06 4.17814e-06 -1.05653e-07 -2.41092e-07 -6.89577e-08 1.27435e-05 -3.42018e-07 -1.91901e-07 7.58949e-06 -4.32632e-07 -1.17347e-05 -1.912e-07 -3.40367e-07 4.87818e-06 1.09823e-06 7.26352e-06 -3.09162e-07 -8.41112e-06 -7.44514e-07 -3.04885e-07 -1.21007e-05
internal_weight=0 2899 222 2878 2858 2827 294 2533 274 251 226 2503 2482 2444 51 2393 2366 71 2295 48 2247 2226 160 137 109 87 58 2066 1989 77
internal_count=3121 2899 222 2878 2858 2827 294 2533 274 251 226 2503 2482 2444 51 2393 2366 71 2295 48 2247 2226 160 137 109 87 58 2066 1989 77
is_linear=0
shrinkage=0.1


Tree=5015
num_leaves=31
num_cat=0
split_feature=132 394 1203 1176 394 129 129 43 2 133 15 42 3 41 4 33 3 130 130 51 51 403 3 160 50 16 16 51 13 50
split_gain=2.85392e-07 1.97047e-06 9.67982e-07 3.46396e-07 2.85045e-07 3.27544e-07 1.05334e-06 5.97247e-07 9.54734e-07 1.80048e-06 1.75635e-06 9.07692e-07 6.18273e-07 5.42065e-07 2.07188e-06 1.00545e-06 5.50879e-07 4.2602e-07 1.10906e-06 4.55708e-07 1.70454e-06 3.28701e-06 2.86426e-06 1.54857e-06 2.0354e-06 7.52912e-06 1.77037e-06 1.40943e-06 1.32568e-06 1.24069e-06
threshold=-0.083174999999999985 0.11233000000000001 0.089005000000000015 0.087330000000000019 -0.099329999999999988 0.084115000000000009 0.086435000000000012 -0.0061399999999999988 0.094565000000000024 -0.017654999999999997 -0.068899999999999975 -0.14803999999999998 -0.086869999999999989 0.088520000000000015 0.0061450000000000003 -0.0066799999999999993 -0.52915999999999996 -0.22562499999999999 -0.092879999999999976 0.082455000000000014 0.090230000000000019 -0.0031149999999999997 -0.014944999999999998 0.11055500000000001 0.091320000000000012 -0.087659999999999988 -0.072804999999999981 0.045645000000000005 -0.088069999999999996 0.10672000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 13 -7 8 9 -8 -10 -11 -9 15 -15 -6 -17 -18 -19 27 22 -22 -21 24 25 -23 -27 -20 -26 -30
right_child=1 -3 -4 -5 5 6 7 12 10 11 -12 -13 -14 14 -16 16 17 18 19 20 21 23 -24 -25 28 26 -28 -29 29 -31
leaf_value=-9.98489322752833e-07 -8.4290588637259139e-06 3.1544638877676336e-05 -2.1201261578998702e-05 1.2843698055760235e-05 1.8812632916771173e-05 2.2270594248160101e-05 -3.299478796733361e-05 2.3830829338424209e-05 -8.3052091415867691e-06 -1.4275852466501724e-05 2.2980116923195857e-05 1.1627992327498028e-05 3.3551256895710447e-07 -3.569667929014031e-05 4.8658004148445106e-06 -1.6772493472672069e-05 -1.396384402183189e-05 1.9123845291536175e-05 -5.150223287362072e-07 4.8291913632662427e-05 -3.3196994519568293e-05 5.5229073881063793e-05 1.5769281344546471e-06 -1.7344057423684946e-05 -1.8600020349795696e-05 -2.5331218570000683e-05 9.6497511176261098e-06 -2.5407664377227145e-05 2.5850644955685963e-05 -1.0083145248005932e-06
leaf_weight=195 40 20 27 21 28 27 23 21 38 24 34 31 24 20 34 20 22 30 2058 21 27 34 35 32 34 23 39 23 21 95
leaf_count=195 40 20 27 21 28 27 23 21 38 24 34 31 24 20 34 20 22 30 2058 21 27 34 35 32 34 23 39 23 21 95
internal_value=0 2.64626e-07 -3.45558e-06 4.73283e-08 -4.66969e-08 7.22863e-08 3.759e-06 1.19586e-06 -1.83538e-06 -9.50042e-06 6.46842e-06 3.24496e-07 1.13e-05 -2.42988e-07 -1.01573e-05 -3.2376e-08 -2.42265e-07 -1.09705e-07 1.35926e-08 -2.21177e-07 3.05866e-06 1.14279e-07 1.9095e-05 3.34955e-06 6.0414e-06 1.74116e-05 -3.32706e-06 -7.90145e-07 -1.23551e-06 3.85408e-06
internal_weight=0 2899 222 2879 2858 2818 222 195 150 78 72 55 45 2596 54 2542 2514 2494 2472 2442 361 305 56 278 246 96 62 2081 150 116
internal_count=3121 2899 222 2879 2858 2818 222 195 150 78 72 55 45 2596 54 2542 2514 2494 2472 2442 361 305 56 278 246 96 62 2081 150 116
is_linear=0
shrinkage=0.1


Tree=5016
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 402 401 1213 1210 394 390 1186 1185 1185 1186 13 40 13 0 13 130 130 43 43 43 0 43 52 15 12
split_gain=3.26024e-07 8.39384e-06 4.50884e-06 1.9892e-06 2.98946e-07 3.49055e-07 1.46907e-06 3.18339e-06 9.19713e-07 3.17569e-07 1.02817e-06 3.55394e-07 4.32455e-07 6.46697e-07 4.12524e-07 3.49954e-07 2.9877e-06 1.6238e-06 1.12954e-06 7.17193e-07 6.58526e-07 1.22765e-06 1.02709e-06 5.66287e-07 8.22702e-07 1.54038e-06 1.21051e-06 8.41621e-07 1.16282e-06 8.34742e-07
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.050879999999999988 -0.45015499999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 0.24726500000000004 -0.11103499999999998 0.090205000000000007 0.087140000000000009 0.090595000000000009 0.085905000000000009 -0.089559999999999987 0.24813000000000004 -0.24452499999999996 0.19762500000000002 -0.059114999999999994 0.17001000000000002 0.099750000000000019 0.097445000000000018 -0.032879999999999993 0.16180500000000003 0.062770000000000006 -0.09595999999999999 0.05259500000000001 0.0031350000000000002 -0.03241999999999999 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 7 -6 9 -7 11 12 13 14 -11 16 -16 19 -17 20 21 23 -22 24 26 -26 -18 28 -27 -29
right_child=2 -3 4 -5 5 8 -8 -9 -10 10 -12 -13 -14 -15 15 18 17 -19 -20 -21 22 -23 -24 -25 25 27 -28 29 -30 -31
leaf_value=7.0449627421541586e-07 -4.5379951883329673e-05 6.3835289083293735e-05 1.0738049478767117e-05 -3.2557415233895879e-05 4.7264844836498582e-06 9.5806543894843132e-06 1.2560515859569513e-05 -4.6397111312520185e-05 1.9243234433815817e-05 -1.4083285125144314e-05 -2.2733962201755278e-05 1.3304120654993312e-05 -1.4725532610100347e-05 1.5431927711149372e-05 3.8695598041158521e-05 1.0397207580677725e-06 -4.7717937426479945e-08 -2.4969424381337236e-05 -2.4691412378767081e-05 1.9012074415059035e-05 2.7458234918950355e-05 -2.4899737036321314e-05 -2.4552119574157889e-06 8.8409266813219539e-06 -2.6211877339472485e-05 4.5499079652895957e-06 2.3015587478015652e-05 -8.10133780760225e-06 -2.3308206293163935e-05 1.8273236322177884e-05
leaf_weight=178 22 21 26 20 29 34 26 21 25 21 20 20 20 27 20 59 2159 26 24 20 22 20 24 70 34 29 23 20 31 30
leaf_count=178 22 21 26 20 29 34 26 21 25 21 20 20 20 27 20 59 2159 26 24 20 22 20 24 70 34 29 23 20 31 30
internal_value=0 3.72052e-06 -2.80779e-07 -2.65529e-06 6.37289e-08 -3.35144e-08 -6.71971e-06 -1.67454e-05 1.49405e-07 -2.39858e-08 -1.44088e-07 2.33064e-08 -7.58411e-08 3.43483e-08 -1.23606e-07 -1.13293e-08 1.98445e-07 -1.0855e-07 -6.40061e-06 1.51879e-07 -1.33179e-09 -2.27001e-07 1.18512e-05 -2.10518e-08 -2.87749e-07 -7.60862e-06 1.95387e-07 -1.85852e-06 -9.84345e-06 7.72341e-06
internal_weight=0 219 2902 198 2880 2854 76 50 2778 2753 2719 2699 2679 2659 2632 2611 2528 2508 83 2482 2462 2416 46 2396 2326 144 2182 110 60 50
internal_count=3121 219 2902 198 2880 2854 76 50 2778 2753 2719 2699 2679 2659 2632 2611 2528 2508 83 2482 2462 2416 46 2396 2326 144 2182 110 60 50
is_linear=0
shrinkage=0.1


Tree=5017
num_leaves=31
num_cat=0
split_feature=12 130 147 142 11 147 447 10 4 0 1 33 97 9 44 1429 156 12 42 15 376 40 15 40 150 48 47 457 457 11
split_gain=3.33622e-07 7.31782e-07 3.88345e-07 7.76792e-07 7.20179e-07 6.14807e-07 7.55946e-07 3.44614e-07 4.46788e-06 8.83055e-06 6.68896e-06 6.17385e-07 3.53432e-07 1.16275e-06 4.62765e-07 7.53046e-07 9.67195e-07 5.32753e-07 8.27265e-07 6.29789e-07 4.67417e-07 1.59551e-06 9.02654e-07 6.81685e-07 5.15697e-07 6.69116e-07 6.63706e-07 5.20295e-07 6.01486e-07 5.28669e-07
threshold=0.23631000000000002 -0.22461999999999996 0.11204500000000002 -0.057499999999999989 -0.014494999999999999 0.095485000000000014 0.09227500000000001 -0.011559999999999999 0.053180000000000012 -0.10151999999999999 0.10508500000000001 -0.012019999999999998 -0.084639999999999979 -1.0000000180025095e-35 0.084760000000000016 -0.23752499999999996 0.32523500000000005 -0.096104999999999982 0.092395000000000019 -0.10091499999999999 0.083890000000000006 -0.050459999999999998 -0.093244999999999981 -0.083564999999999987 -0.088479999999999989 0.088875000000000023 0.13693500000000003 -0.14249999999999999 -0.09521499999999998 0.092630000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 10 -10 -6 -9 -13 -14 15 -15 17 18 19 -17 23 22 -22 -19 25 -25 27 -26 -29 -30
right_child=-2 2 -4 4 5 -7 -8 11 9 -11 -12 12 13 14 -16 16 -18 20 -20 -21 21 -23 -24 24 26 -27 -28 28 29 -31
leaf_value=1.6480193422736461e-05 -1.1999328439841243e-05 1.9679091597026854e-05 -1.3944149295639364e-05 -1.8120743435578004e-05 -7.1492136667075103e-05 1.340916510745207e-05 -1.902049805808236e-05 1.6189094340764618e-05 6.4384499356016198e-05 -2.2801450624963485e-05 3.6811388091681977e-06 -1.2001210700418597e-05 2.0462083196954546e-05 -1.949315605997981e-05 1.1753137051996556e-05 -9.9936598213676728e-06 2.1892131640015579e-05 -1.5153484400798334e-05 -2.5847116312434085e-05 1.1584883716187463e-05 2.9531214487279716e-05 -1.656153116528003e-05 4.3280275682870221e-06 -3.5828487206775834e-07 1.3014516061957695e-05 1.9438867562829759e-05 -1.7520804546868683e-05 -1.7506412496004488e-05 1.3074681099216746e-07 -1.0064154343161555e-05
leaf_weight=27 23 20 20 22 20 34 21 24 21 26 29 24 28 20 33 38 20 30 20 21 27 20 30 38 30 31 22 20 2330 52
leaf_count=27 23 20 20 22 20 34 21 24 21 26 29 24 28 20 33 38 20 30 20 21 27 20 30 38 30 31 22 20 2330 52
internal_value=0 8.90864e-08 -5.50229e-08 3.60234e-08 -9.3591e-08 3.82127e-08 -1.14598e-07 1.9804e-08 -5.87347e-06 1.6154e-05 -2.70018e-05 2.17759e-07 8.25037e-08 1.8571e-07 -1.83658e-08 -1.59675e-07 -1.79861e-08 -1.79744e-07 -8.27112e-06 -2.31316e-06 6.3305e-08 7.73965e-06 1.62664e-05 -1.68218e-07 9.96577e-09 8.53609e-06 -2.29766e-07 -7.33506e-08 -2.36813e-07 -9.18119e-08
internal_weight=0 3098 3071 3051 3031 3009 2975 2954 96 47 49 2858 2834 2810 2782 2749 2729 2709 79 59 2630 77 57 2553 2523 69 2454 2432 2402 2382
internal_count=3121 3098 3071 3051 3031 3009 2975 2954 96 47 49 2858 2834 2810 2782 2749 2729 2709 79 59 2630 77 57 2553 2523 69 2454 2432 2402 2382
is_linear=0
shrinkage=0.1


Tree=5018
num_leaves=31
num_cat=0
split_feature=1420 157 130 12 16 52 1429 16 4 12 52 16 156 1456 3 9 52 15 3 47 2 47 1 484 0 52 475 1375 457 475
split_gain=3.35816e-07 8.45221e-07 2.99935e-07 7.26456e-07 2.92118e-07 8.84659e-07 6.89921e-07 7.79236e-07 4.15208e-06 3.56966e-06 2.41527e-06 1.50977e-06 8.00849e-07 9.22046e-07 8.13472e-07 2.30982e-06 1.45992e-06 1.39924e-06 2.75189e-06 9.07828e-07 4.51602e-06 4.08171e-06 8.91177e-07 8.66247e-07 3.45704e-06 2.75214e-06 2.32071e-06 3.3307e-06 4.04209e-06 7.85924e-07
threshold=0.056520000000000008 0.63397500000000007 -0.23647499999999996 0.23631000000000002 0.0057500000000000008 -0.19683499999999995 0.091465000000000005 -0.0048099999999999992 -0.0070899999999999991 0.085565000000000016 -0.010739999999999998 -0.0057949999999999989 0.09747500000000002 0.11027500000000001 -0.13309499999999996 0.091600000000000015 -0.029369999999999997 -0.033689999999999991 -0.16726499999999997 0.094160000000000008 -0.055814999999999997 0.098400000000000015 0.11212500000000002 -0.084519999999999984 -0.087414999999999979 -0.010034999999999999 -0.086279999999999982 -0.15308499999999997 0.31508000000000008 -0.08466499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 11 10 -10 -9 12 13 14 16 19 -7 22 -19 20 -16 -21 -18 24 25 -22 -25 28 -28 -29
right_child=-2 -3 3 -5 -6 6 -8 8 9 -11 -12 -13 -14 -15 15 -17 17 18 -20 21 23 -23 -24 26 -26 -27 27 29 -30 -31
leaf_value=-1.2250029913047912e-05 -1.2038718990009764e-05 2.0580409654940012e-05 2.1407518479463763e-05 1.8142196052973633e-05 -1.8031190639136938e-06 -1.6471881351456184e-05 -1.5041835036286024e-05 3.9867568602858231e-06 5.0200593557292455e-05 2.5873474001972712e-06 -3.4139807487084305e-05 -2.6680814317798998e-05 1.737753354299693e-05 -1.9045068320338032e-05 -4.1935772912893299e-05 -2.9890195596985555e-05 -9.3067184323964683e-06 5.298977053797671e-05 6.9495888866997026e-06 4.198017306699902e-05 7.5303398065246966e-06 2.2869311999250011e-07 1.2952676915168972e-05 -3.4302183021281959e-05 -2.0916185409078025e-05 5.3572628330584849e-05 5.7335656724303999e-05 -2.0485778459260474e-05 -4.7800014363019729e-06 -5.2920008403495042e-07
leaf_weight=20 23 20 20 22 753 22 29 54 32 31 24 21 27 25 26 26 35 20 37 28 37 143 37 20 25 20 22 20 20 1482
leaf_count=20 23 20 20 22 753 22 29 54 32 31 24 21 27 25 26 26 35 20 37 28 37 143 37 20 25 20 22 20 20 1482
internal_value=0 8.93825e-08 -4.37626e-08 3.60691e-08 -9.51347e-08 4.68208e-07 2.8315e-07 4.82087e-07 7.6777e-06 2.67719e-05 -7.74449e-06 -2.66304e-09 2.67724e-07 4.18239e-08 2.78048e-07 -2.92352e-07 7.33816e-06 1.13988e-05 2.3104e-05 1.25198e-07 -5.84575e-07 7.06519e-06 2.13214e-06 6.86034e-08 1.00874e-05 2.36855e-05 -4.56681e-07 -1.82679e-08 2.77568e-05 -7.94933e-07
internal_weight=0 3098 3078 3058 3036 2283 2263 2234 141 63 78 2093 2072 2045 2020 1869 151 129 57 1843 1672 171 72 1646 82 57 1564 1544 42 1502
internal_count=3121 3098 3078 3058 3036 2283 2263 2234 141 63 78 2093 2072 2045 2020 1869 151 129 57 1843 1672 171 72 1646 82 57 1564 1544 42 1502
is_linear=0
shrinkage=0.1


Tree=5019
num_leaves=31
num_cat=0
split_feature=12 130 147 142 45 2 1429 156 1429 147 148 48 48 148 49 49 1452 51 483 158 2 0 43 49 150 0 52 16 0 158
split_gain=3.6097e-07 6.75756e-07 3.08622e-07 6.40427e-07 6.7555e-07 3.02895e-06 6.99537e-07 9.33039e-07 6.34046e-07 4.92173e-07 6.76932e-07 5.44804e-07 7.42821e-07 3.93574e-07 4.83383e-07 7.04085e-07 7.53349e-07 7.56296e-07 6.5606e-07 8.78486e-07 6.08068e-07 1.01371e-06 5.93625e-07 1.29453e-06 5.5019e-07 6.8595e-07 2.33731e-06 3.15808e-06 9.69021e-07 5.42518e-07
threshold=0.23631000000000002 -0.22461999999999996 0.11204500000000002 -0.057499999999999989 0.083445000000000005 0.11389000000000002 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 0.095485000000000014 -0.098399999999999974 -0.11155999999999998 -0.089099999999999999 -0.085409999999999986 0.11707000000000002 0.11136000000000001 -0.073234999999999981 -0.43587999999999999 -0.47356499999999996 0.13176500000000005 0.10060500000000001 -0.082394999999999982 -0.050459999999999998 0.12595000000000003 -0.093459999999999988 -0.15931499999999996 -0.080114999999999978 -0.095964999999999981 -0.20211999999999997 0.10398500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 8 -8 10 -10 -12 -13 -14 15 16 -15 -18 -19 24 21 -16 23 -22 -20 26 -26 28 -28 -27
right_child=-2 2 -4 4 5 -7 7 -9 9 -11 11 12 13 14 20 -17 17 18 19 -21 22 -23 -24 -25 25 29 27 -29 -30 -31
leaf_value=1.5843813561231299e-05 -1.2481473729918515e-05 1.7871103781317289e-05 -1.2427501987986035e-05 1.8288013821109505e-05 -4.1249947889809847e-05 1.0961667496303563e-05 1.665671505021316e-05 -2.1553979904638255e-05 -1.5625818762795722e-05 1.1949408478946735e-05 -1.4698722770845053e-05 1.8432099552063102e-05 1.3624050916405395e-05 -1.5732141807044779e-05 -3.9363335454746027e-06 1.4722035523322342e-05 1.5991396364067137e-05 -1.8019870958596586e-05 -1.3242876191784051e-05 2.103825175254315e-05 -1.4011528431486418e-05 -3.1879682364888143e-05 -9.4867732069461561e-06 1.7074117250878182e-05 -1.8392267366624977e-05 9.6164193658131046e-08 -1.2136175022684863e-05 4.5731799180430248e-05 1.3804739506895204e-05 -7.9953362612371189e-06
leaf_weight=27 23 20 20 21 20 25 23 20 28 34 25 22 21 30 37 33 30 20 31 20 21 20 45 37 26 2271 24 25 36 86
leaf_count=27 23 20 20 21 20 25 23 20 28 34 25 22 21 30 37 33 30 20 31 20 21 20 45 37 26 2271 24 25 36 86
internal_value=0 9.26598e-08 -4.58231e-08 3.53416e-08 -8.23474e-08 -1.22435e-05 1.00925e-07 -2.78873e-08 1.183e-07 -1.18791e-08 -1.52698e-07 -1.21247e-09 1.28395e-07 -1.4755e-08 -1.17339e-07 2.07079e-07 2.27797e-08 2.06761e-07 2.02548e-08 1.63487e-07 -5.45402e-06 -1.3741e-05 -8.68005e-07 5.81897e-06 -3.57773e-09 1.62718e-07 7.84503e-06 1.58706e-05 3.42837e-06 -1.99071e-07
internal_weight=0 3098 3071 3051 3031 45 2986 2965 2945 2922 2888 2860 2835 2813 2792 2632 2599 2569 2539 2519 160 57 103 58 2499 2468 111 85 60 2357
internal_count=3121 3098 3071 3051 3031 45 2986 2965 2945 2922 2888 2860 2835 2813 2792 2632 2599 2569 2539 2519 160 57 103 58 2499 2468 111 85 60 2357
is_linear=0
shrinkage=0.1


Tree=5020
num_leaves=31
num_cat=0
split_feature=130 12 1373 457 49 457 457 148 457 457 484 49 484 13 484 16 157 123 13 51 12 4 2 46 1429 52 16 160 1447 15
split_gain=3.12896e-07 6.78231e-07 2.93923e-07 7.28304e-07 2.50959e-06 1.33019e-06 5.47531e-07 2.01521e-06 5.2725e-07 4.75573e-07 4.87945e-07 4.78107e-06 2.94624e-06 5.86312e-06 1.96405e-06 1.31196e-06 8.53065e-07 6.42962e-07 6.36541e-07 1.51786e-06 1.77973e-06 4.13525e-06 1.03316e-06 5.99171e-07 9.88007e-07 6.08523e-07 1.25421e-06 1.04197e-06 9.83864e-07 1.19562e-06
threshold=-0.23647499999999996 0.23631000000000002 -1.0000000180025095e-35 0.11612500000000002 -0.046979999999999987 0.098180000000000003 0.091495000000000007 -0.077339999999999978 0.088045000000000012 0.086460000000000023 0.091180000000000011 0.11236 0.085790000000000019 -0.084419999999999981 0.085435000000000025 0.26435500000000006 -0.080799999999999983 0.11679000000000002 -0.16152999999999998 0.095375000000000015 0.097145000000000023 -0.0096849999999999974 0.11474000000000002 0.084955000000000017 -0.15262499999999998 0.091275000000000009 0.15891500000000003 -0.14580499999999996 -0.086304999999999979 0.087485000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 8 -8 9 10 12 15 14 -14 17 -12 -15 18 19 20 21 -4 -23 24 -20 27 28 -26 -27 -30
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 11 -13 13 16 -16 -17 -18 -19 23 -21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-1.2467782644307592e-05 -1.0631973439628313e-05 1.7576123350822441e-05 -5.8753179723680665e-05 -9.829667275577475e-06 3.6929104115301929e-05 -2.0752954415295409e-05 -8.9156961305137799e-06 3.4486916110836322e-05 -1.6276124140404134e-05 1.466313248205221e-05 2.3633387810935669e-06 4.8651912733145187e-05 -5.8366054089184713e-05 -1.4482191763818266e-05 3.0555122889165344e-05 -2.4211662245458381e-05 1.2988420124971667e-05 1.4164822631491621e-05 -2.0303947285545597e-05 1.490616877708817e-05 1.3412892601428168e-05 8.2376098894790762e-06 -1.7797796819130391e-05 1.6101557048386893e-05 2.1215586713424273e-05 -2.2478342180999211e-05 -2.4324473570931543e-05 6.6164608417650307e-07 -6.5590646318451734e-06 3.5126145597948435e-06
leaf_weight=20 26 22 20 24 22 31 23 20 20 22 161 22 26 20 21 21 26 31 24 25 21 27 35 23 25 22 26 1835 208 272
leaf_count=20 26 22 20 24 22 31 23 20 20 22 161 22 26 20 21 21 26 31 24 25 21 27 35 23 25 22 26 1835 208 272
internal_value=0 8.04142e-08 -4.45957e-08 4.55686e-08 1.25332e-05 -1.45463e-07 6.91984e-08 1.12716e-05 -9.50368e-08 1.60589e-08 -9.54028e-08 4.61958e-06 -4.5337e-07 -2.04092e-05 9.60834e-08 -7.03007e-07 1.04468e-06 -1.50501e-07 -3.23648e-07 -7.19723e-06 -1.25621e-05 -1.92143e-05 -6.4598e-06 3.76744e-08 -1.15505e-07 8.73937e-08 -2.90874e-06 9.37909e-07 -1.79956e-06 -8.5178e-07
internal_weight=0 3101 3079 3053 46 3007 2976 43 2933 2913 2891 204 2687 72 2615 182 46 2594 2563 128 103 82 62 2435 2412 2388 528 1860 502 480
internal_count=3121 3101 3079 3053 46 3007 2976 43 2933 2913 2891 204 2687 72 2615 182 46 2594 2563 128 103 82 62 2435 2412 2388 528 1860 502 480
is_linear=0
shrinkage=0.1


Tree=5021
num_leaves=31
num_cat=0
split_feature=12 4 12 15 12 403 1213 16 15 1213 1213 403 1213 1210 2 1447 1447 3 403 481 1209 1446 401 4 391 1210 42 1209 401 16
split_gain=3.83216e-07 6.99174e-07 3.2226e-07 1.01368e-06 8.4525e-07 3.80959e-07 3.65147e-07 9.4471e-07 9.98933e-07 8.07805e-07 4.57534e-07 3.7148e-06 1.9161e-06 2.04431e-06 1.57691e-06 6.66648e-07 6.42144e-06 4.28297e-06 2.2172e-06 1.78388e-06 1.08622e-06 8.16406e-07 5.29734e-07 3.28406e-06 1.57638e-06 8.23237e-07 3.38223e-06 8.03829e-07 6.7775e-07 9.71436e-07
threshold=0.23631000000000002 0.63113500000000011 0.12757000000000002 -0.079249999999999987 0.12069000000000002 0.62877000000000016 -0.24064499999999997 -0.079734999999999986 0.088060000000000013 -0.15413999999999997 -0.087969999999999979 -0.0047449999999999992 -0.085284999999999986 -0.40154499999999999 0.084715000000000013 -0.085684999999999997 -0.086279999999999982 -0.085709999999999995 -0.55276999999999987 -0.081334999999999977 -0.087714999999999987 0.037915000000000011 0.10632500000000002 -0.074729999999999977 -0.088134999999999977 -0.064799999999999983 0.089625000000000024 -0.064814999999999984 0.088220000000000007 -0.085254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 -1 -8 11 14 -12 -14 -11 16 17 -15 -17 -19 -20 -21 24 -24 -22 26 -26 -27 -29 -30
right_child=-2 -3 3 -5 -6 -7 9 -9 -10 10 12 -13 13 15 -16 18 -18 19 20 21 22 -23 23 -25 25 27 -28 28 29 -31
leaf_value=1.4418731589776818e-05 -1.2860314821053814e-05 1.582596864864172e-05 -2.577664245563938e-05 9.3879736726064177e-07 1.7720965897078042e-05 1.3702408377866961e-05 1.9581025775377859e-05 -2.2034657767680648e-05 -1.3043609928550164e-05 -9.6380286957279785e-06 2.2424832825077159e-05 -3.2003038858697949e-05 -2.9873589457328428e-05 -3.7022352174702702e-05 2.47520850886455e-05 -2.9905525399954059e-05 5.9055133674519312e-05 3.4228387050374991e-05 2.1194309071385456e-05 1.3342207025941563e-05 -2.8352941608318364e-05 -1.2296269024200566e-05 3.5078744090592058e-05 -1.4715029113142887e-05 2.1246085267748795e-06 1.8007645587204025e-05 -4.4607015955816246e-05 -2.6037874584135434e-07 2.71951665126835e-05 -1.6169145401363494e-06
leaf_weight=27 23 28 20 49 27 20 21 27 26 24 38 36 23 27 30 25 20 21 24 23 20 27 26 27 59 25 21 2310 22 25
leaf_count=27 23 28 20 49 27 20 21 27 26 24 38 36 23 27 30 25 20 21 24 23 20 27 26 27 59 25 21 2310 22 25
internal_value=0 9.54826e-08 -4.79876e-08 -6.80481e-06 1.07368e-07 -5.25408e-08 -1.45668e-07 -6.80955e-06 9.4664e-07 3.98259e-08 -1.04011e-07 -7.12066e-06 1.24545e-07 -1.86432e-07 9.46759e-06 6.62718e-08 7.41667e-06 -3.12179e-06 -2.69389e-07 9.76997e-06 2.01398e-08 -5.0257e-07 -1.80326e-07 9.7121e-06 -3.91566e-07 -1.64423e-07 -1.01424e-05 1.70691e-07 -1.84998e-08 1.18696e-05
internal_weight=0 3098 3070 69 3001 2974 2954 80 53 2874 2853 90 2763 2725 54 2702 118 98 2584 71 2559 50 2535 53 2482 2462 80 2382 2357 47
internal_count=3121 3098 3070 69 3001 2974 2954 80 53 2874 2853 90 2763 2725 54 2702 118 98 2584 71 2559 50 2535 53 2482 2462 80 2382 2357 47
is_linear=0
shrinkage=0.1


Tree=5022
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 4 13 52 13 51 159 150 150 2 2 48 52 150 3 2 2 2 0 4 2 160 472 2 1 160 1
split_gain=3.13086e-07 2.42172e-06 1.24588e-06 3.12226e-07 6.59768e-07 3.07004e-07 1.45099e-06 1.29389e-06 2.05753e-06 9.1158e-07 4.10356e-07 1.78479e-06 9.81017e-07 2.72831e-06 2.17989e-06 1.44597e-06 9.26946e-07 6.36102e-07 7.67539e-07 3.10607e-06 1.35977e-06 1.08169e-06 1.00806e-06 2.0189e-06 2.93344e-06 9.99132e-07 1.03272e-06 3.51895e-06 1.39942e-06 8.42533e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.23631000000000002 0.63113500000000011 -0.41572999999999993 0.0060650000000000009 -0.17933499999999997 0.081440000000000026 0.085240000000000024 0.10980500000000001 0.11386500000000001 0.10644500000000001 0.11411 -0.032929999999999994 -0.015539999999999998 0.10635000000000001 0.14121000000000003 0.10613000000000002 0.10699500000000002 0.10527500000000002 0.16094000000000003 -0.50690499999999983 0.085105000000000014 -0.012164999999999999 -0.081429999999999989 0.10981000000000002 0.102705 0.083670000000000008 0.091535000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 9 8 -7 -3 16 -12 14 -14 -13 -16 17 18 20 -20 21 22 23 -9 -25 -21 27 -27 -28 -24
right_child=1 3 -4 -5 -6 7 -8 10 -10 -11 11 12 13 -15 15 -17 -18 -19 19 25 -22 -23 29 24 -26 26 28 -29 -30 -31
leaf_value=-8.3179345473091912e-07 3.4112713113981522e-05 -1.0622296918501339e-05 -2.3751844850355358e-05 -1.1574281826453182e-05 1.6634135668406695e-05 -3.4597707615995948e-07 2.8094538732726838e-05 1.4159341160501797e-05 -4.0993987458932682e-05 1.1668151773847058e-05 -3.1342192563566972e-05 -3.3628633361166231e-05 3.8750240246372418e-05 -1.0802564313053154e-05 -1.1624871907163955e-05 2.4782216460721429e-05 1.9936060410448894e-05 1.6392717664833375e-05 -3.8642957633783226e-05 1.6232953905649806e-05 2.3602841023463185e-05 2.3162020187599062e-05 1.9263485703592456e-06 2.3841401581075452e-06 -4.7592606514020493e-05 -3.8857902841457341e-05 -3.2007077695305512e-06 1.5666473593114461e-05 1.729615847530973e-05 -3.0450991028226636e-06
leaf_weight=195 21 43 27 23 24 33 22 21 20 32 22 22 20 25 24 20 24 24 24 29 26 21 1468 23 24 29 334 20 37 444
leaf_count=195 21 43 27 23 24 33 22 21 20 32 22 22 20 25 24 20 24 24 24 29 26 21 1468 23 24 29 334 20 37 444
internal_value=0 2.77161e-07 -3.61937e-06 3.02723e-08 1.23759e-07 -1.62088e-08 5.51239e-06 -2.12359e-07 -1.56848e-05 -1.11171e-06 9.35128e-08 -5.32158e-06 -1.64341e-07 1.12209e-05 -7.92701e-06 4.9238e-06 3.76169e-07 1.90179e-07 3.46349e-08 -3.59261e-06 8.81051e-07 5.85816e-07 3.46371e-07 -1.16183e-05 -2.31359e-05 -1.71909e-06 -2.95864e-06 -1.66031e-05 -1.15655e-06 7.71891e-07
internal_weight=0 2899 222 2878 2855 2831 97 2734 53 75 2681 133 111 45 66 44 2548 2524 2500 473 2027 2001 1980 68 47 449 420 49 371 1912
internal_count=3121 2899 222 2878 2855 2831 97 2734 53 75 2681 133 111 45 66 44 2548 2524 2500 473 2027 2001 1980 68 47 449 420 49 371 1912
is_linear=0
shrinkage=0.1


Tree=5023
num_leaves=31
num_cat=0
split_feature=44 158 132 15 132 1186 49 49 16 0 4 151 148 447 483 4 2 48 484 157 475 2 2 4 2 51 471 11 155 51
split_gain=3.19835e-07 1.15589e-06 3.42352e-07 8.25494e-06 4.25284e-06 1.41297e-06 3.48049e-07 5.22471e-07 6.68773e-07 9.17787e-07 7.1975e-07 6.01923e-07 4.4244e-07 9.28965e-07 5.28876e-07 1.66382e-06 9.91001e-07 5.51875e-07 5.28901e-07 4.56764e-07 1.08078e-06 7.24915e-07 2.09315e-06 2.76317e-06 1.77282e-06 2.15817e-06 1.62628e-06 1.25337e-06 3.06855e-06 1.78941e-06
threshold=0.099360000000000018 -0.47356499999999996 -0.083284999999999984 0.091915000000000011 -0.076764999999999986 0.0044650000000000011 0.12011500000000001 0.12595000000000003 0.51222500000000004 -0.081304999999999975 0.022185000000000003 -0.40381499999999992 -0.10069499999999999 0.094580000000000011 -0.095689999999999983 -0.014149999999999998 0.09142500000000002 0.12474000000000002 -0.18210999999999997 0.11933000000000001 -0.24482499999999999 0.10584500000000001 0.10912000000000001 -0.0073899999999999999 0.10327000000000001 0.024995000000000003 0.089570000000000025 0.088215000000000002 0.086670000000000011 -0.24107999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 12 -8 9 11 -11 -9 -6 14 15 16 18 19 -14 21 -21 24 23 -23 26 -26 -16 28 29 -24
right_child=-2 2 4 -5 6 -7 7 8 -10 10 -12 -13 13 -15 17 -17 -18 -19 -20 20 -22 22 27 -25 25 -27 -28 -29 -30 -31
leaf_value=2.07047219035943e-05 -9.7925956788113786e-06 -2.7175899900654721e-07 -4.5205168035387212e-05 5.7809716730844239e-05 1.1739473917039119e-05 -2.7748880399615575e-05 -1.8543800377341066e-05 -6.8798139283090775e-06 1.4155532950272099e-05 -3.7549393337857595e-06 -2.9334588146990759e-05 1.1969637754916108e-05 -5.7291874480824853e-06 -1.8029371409511442e-05 2.1193244298423115e-07 2.3890534966516212e-05 -2.1005055205023383e-05 1.3257965979703608e-05 1.6739901027242675e-05 -2.2846841966384089e-06 2.2219090193781695e-05 5.1645372423081426e-09 2.4586898750665292e-05 -4.1551809082562845e-05 3.034411391836773e-05 -9.724192823341582e-06 -2.6542526156054409e-05 1.8744746708323184e-05 -4.0930182021838848e-05 -2.7185614913040085e-06
leaf_weight=27 33 172 21 25 33 21 23 36 21 22 22 32 20 28 1864 38 20 31 22 45 30 32 26 32 41 20 23 29 20 312
leaf_count=27 33 172 21 25 33 21 23 36 21 22 22 32 20 28 1864 38 20 31 22 45 30 32 26 32 41 20 23 29 20 312
internal_value=0 1.04653e-07 -7.70531e-08 3.74208e-06 -3.69903e-07 -3.2615e-06 -3.62597e-08 -4.62728e-06 -2.22066e-06 -5.2912e-06 -1.65448e-05 1.99052e-06 2.32382e-07 8.81611e-08 2.82898e-07 7.41433e-06 -2.68398e-06 -1.78953e-09 6.04034e-06 -1.67938e-07 7.51683e-06 -4.08187e-07 -4.02091e-06 -2.07733e-05 4.28228e-07 1.7207e-05 -1.14169e-07 -1.25049e-06 -2.87021e-06 -6.18141e-07
internal_weight=0 3088 3061 218 2843 193 2822 156 133 112 44 68 2666 2633 2605 100 62 2505 42 2474 75 2399 451 64 1948 61 1887 387 358 338
internal_count=3121 3088 3061 218 2843 193 2822 156 133 112 44 68 2666 2633 2605 100 62 2505 42 2474 75 2399 451 64 1948 61 1887 387 358 338
is_linear=0
shrinkage=0.1


Tree=5024
num_leaves=31
num_cat=0
split_feature=393 402 402 403 1212 1212 1209 4 402 1209 3 401 0 16 133 133 13 402 1208 131 482 483 131 132 132 104 11 33 47 47
split_gain=3.17478e-07 2.9774e-07 4.59257e-07 4.04237e-07 3.2999e-07 1.50366e-06 1.39594e-06 7.75105e-07 6.89684e-07 3.0245e-07 3.75317e-06 5.32902e-07 2.657e-06 1.36075e-06 7.19034e-07 1.01224e-06 7.82195e-07 5.00034e-07 1.31659e-06 4.37796e-07 6.33394e-07 5.73331e-07 6.45297e-07 3.87749e-07 5.73492e-07 5.37658e-07 7.33213e-07 8.78492e-07 4.75841e-07 3.88584e-06
threshold=0.12679500000000002 0.31278000000000006 0.15960500000000002 0.62487500000000018 -0.14780999999999997 -0.092474999999999988 -0.089214999999999989 -0.07533999999999999 0.10668000000000001 -0.067109999999999989 -0.082039999999999988 -1.0000000180025095e-35 -0.072594999999999979 -0.072359999999999994 0.50628500000000021 0.41553500000000004 -0.0025349999999999995 -0.12951499999999996 0.094315000000000024 0.11863000000000001 0.12191 0.12325000000000001 0.11385000000000002 0.11297500000000001 0.10948500000000001 0.088500000000000009 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.096850000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 8 -1 10 -8 12 13 -11 15 17 -16 -13 19 20 21 22 23 24 25 26 -19 -28 -29 -30
right_child=-2 -3 -4 -5 5 6 9 -9 -10 11 -12 14 -14 -15 16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-2.8977495567232836e-05 1.0414301354542441e-05 1.1768984127446034e-05 -1.5282904032574153e-05 1.2847178610779034e-05 2.391746285096675e-05 -2.4255794475417739e-05 -1.7047372393090673e-05 6.384462540154346e-06 -3.0301795742984508e-06 -1.4202300161785041e-05 4.0573053638581769e-05 -1.2385301220874113e-05 -3.3018367285616737e-05 1.8987400383897087e-05 2.6685685571421694e-05 -2.1025711770483254e-05 -9.4710775556450254e-07 1.8285753090326169e-05 2.401228847821071e-05 -1.0969228297754954e-05 1.703037754520086e-05 -1.4241295200382151e-05 1.7603645575209593e-05 -1.3216355732352399e-05 1.6573914148293191e-05 -1.635108686059539e-05 -1.8335862729984982e-05 -3.6303322841026681e-07 4.3393962973032501e-05 5.2427220376585444e-07
leaf_weight=20 29 21 20 24 26 24 26 26 21 21 20 32 28 30 21 23 20 22 23 36 22 28 21 22 21 20 26 2163 23 262
leaf_count=20 29 21 20 24 26 24 26 26 21 21 20 32 28 30 21 23 20 22 23 36 22 28 21 22 21 20 26 2163 23 262
internal_value=0 -9.76848e-08 -1.78831e-07 -7.98204e-08 -1.82314e-07 -2.52286e-08 -2.374e-07 -7.1222e-06 -1.56874e-05 -3.93098e-08 8.00499e-06 -1.68513e-07 -8.2676e-06 5.32105e-06 6.12279e-08 -1.35181e-07 1.32063e-05 4.14016e-08 1.89284e-07 -1.62413e-08 1.33686e-07 -8.84791e-09 1.45613e-07 2.34637e-09 1.16974e-07 -2.03847e-08 1.1047e-07 -5.11531e-08 1.43047e-07 3.98393e-06
internal_weight=0 3092 3071 3051 3027 2960 2934 67 41 2910 46 2864 79 51 2785 2744 41 2721 2689 2666 2630 2608 2580 2559 2537 2516 2496 2474 2448 285
internal_count=3121 3092 3071 3051 3027 2960 2934 67 41 2910 46 2864 79 51 2785 2744 41 2721 2689 2666 2630 2608 2580 2559 2537 2516 2496 2474 2448 285
is_linear=0
shrinkage=0.1


Tree=5025
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 16 0 3 16 52 2 130 12 51 51 13 52 3 48 1 401 4 12 142 45 1456 51 3 16 3 51
split_gain=3.08178e-07 1.98656e-06 1.25744e-06 6.71737e-07 3.71564e-07 6.46002e-07 5.34567e-07 3.84427e-07 6.5293e-07 2.84839e-07 2.83587e-07 7.19275e-07 2.71718e-07 1.08245e-06 1.07758e-06 1.09494e-06 1.0465e-06 1.02616e-06 1.22306e-06 8.97758e-07 8.82709e-07 6.42918e-07 9.93797e-07 1.22572e-06 7.90494e-07 5.57492e-07 2.74187e-06 7.51687e-06 5.38676e-06 1.24036e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.081299999999999983 -0.073309999999999986 -0.086769999999999986 -0.097644999999999996 0.085175000000000015 0.085345000000000018 -0.23647499999999996 0.23631000000000002 0.10302500000000002 0.11218000000000002 0.10002500000000002 -0.080114999999999978 -0.077354999999999993 0.10493500000000001 0.13408500000000004 0.13699500000000003 0.0033150000000000007 0.12757000000000002 -0.057499999999999989 0.083445000000000005 0.11510000000000002 0.090230000000000019 -0.078724999999999976 -0.087659999999999988 -0.082284999999999983 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 6 -6 -1 -9 -10 -3 12 19 16 15 -15 -14 20 -19 21 -17 22 -12 24 25 29 28 -28 -27 -24
right_child=1 10 -4 -5 5 -7 -8 8 9 -11 11 -13 13 14 -16 17 -18 18 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=7.9971528215047826e-06 3.0920217856570771e-05 -1.1814894864983217e-05 -2.4717479445826032e-05 -1.7814770355817886e-05 1.3796816710964777e-06 -6.8548684477876947e-06 2.3125630257079768e-05 -1.9415818384004525e-05 6.6598517514648859e-06 -7.6404887854900706e-06 2.2227384688449094e-05 1.8146260783554042e-05 3.7647286017790277e-06 -1.7476828763488141e-05 2.1584730111932177e-05 4.9789049820431639e-07 3.4190844289696549e-05 3.1037892904350882e-05 -1.9424613296707877e-06 -2.0430000983072787e-05 -2.2751527458240164e-05 -1.5212175549095264e-05 -1.4835831127032855e-07 -2.1752158618955248e-05 1.4581046225676137e-05 1.2918071070089356e-05 4.1267656197305772e-05 -3.2977666392980612e-05 -5.6710139819188051e-05 1.6993561773635394e-05
leaf_weight=26 21 20 25 21 20 23 26 25 30 26 20 22 26 38 21 89 20 22 23 22 20 28 2301 26 37 20 30 25 25 43
leaf_count=26 21 20 25 21 20 23 26 25 30 26 20 22 26 38 21 89 20 22 23 22 20 28 2301 26 37 20 30 25 25 43
internal_value=0 2.74984e-07 -3.59088e-06 -9.09841e-07 1.10722e-06 6.82896e-06 1.36709e-05 -2.58249e-06 -5.97843e-06 2.04079e-08 5.13739e-08 1.34413e-07 -5.31228e-09 3.08223e-06 7.79276e-08 -2.27438e-06 1.69935e-05 1.47687e-06 1.41813e-05 -3.15624e-07 -3.76806e-06 -1.42428e-07 2.45496e-08 -1.52577e-07 7.37789e-08 -1.45848e-07 -7.45804e-06 7.51978e-06 -2.57643e-05 1.66105e-07
internal_weight=0 2899 222 197 176 69 46 107 81 56 2878 2858 2836 259 213 192 46 154 45 2577 109 2555 2527 2507 2481 2444 100 55 45 2344
internal_count=3121 2899 222 197 176 69 46 107 81 56 2878 2858 2836 259 213 192 46 154 45 2577 109 2555 2527 2507 2481 2444 100 55 45 2344
is_linear=0
shrinkage=0.1


Tree=5026
num_leaves=31
num_cat=0
split_feature=12 130 132 1186 1185 15 132 49 3 2 399 130 1176 130 394 3 39 33 47 47 47 1 47 0 51 51 0 13 0 1
split_gain=3.44788e-07 6.14568e-07 2.99256e-07 8.59593e-06 4.70588e-06 1.04961e-06 4.08006e-07 2.8878e-07 4.87612e-07 6.24938e-07 6.03145e-07 2.88417e-07 3.81019e-07 3.3368e-07 3.41601e-07 7.19988e-07 4.09132e-07 1.3959e-06 4.16687e-07 2.37605e-06 2.21016e-06 6.39792e-07 1.99405e-06 1.56379e-06 4.93143e-07 1.9557e-06 1.55202e-06 3.55688e-06 2.21995e-06 1.42987e-06
threshold=0.23631000000000002 -0.22461999999999996 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 -0.050879999999999988 0.10211000000000002 -0.042499999999999989 0.089320000000000024 0.085965000000000014 -0.089704999999999993 0.086510000000000017 -0.079354999999999981 -0.088469999999999979 -0.083489999999999995 -1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.089785000000000018 0.099990000000000009 0.107145 -0.097274999999999986 0.094075000000000006 0.090560000000000015 -0.083804999999999977 -0.08971999999999998 -0.090644999999999989 0.11212500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 7 -6 8 9 10 -3 -8 13 -13 15 -15 -16 -18 20 -20 24 23 -23 -21 25 -19 28 -28 29 -26
right_child=-2 2 4 -5 6 -7 11 -9 -10 -11 -12 12 -14 14 16 -17 17 18 19 21 -22 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=1.5111684225888457e-05 -1.2198496415294358e-05 -1.4917078909704174e-05 -4.6386024069471953e-05 6.2806008091601223e-05 1.2512402543926819e-05 -2.2245730662689313e-05 -1.0358077014205736e-05 9.6189061337099716e-06 -1.6520076180768231e-05 1.262318884850937e-05 1.8973288163692815e-06 9.3553323826986226e-06 1.3135437645608117e-05 -1.7228866458522547e-05 1.1373655299042096e-05 6.8163494870532308e-06 -2.2802735178696891e-05 -9.7779768187910142e-08 3.3791912377031018e-05 -3.0175381590993316e-05 -2.6078242847165025e-05 3.4546677215985259e-05 5.0049029785744401e-07 7.6979792814536983e-07 1.1816073586515181e-05 -2.3298004012955258e-05 4.9671630659715795e-05 4.4008782109585813e-06 -2.5876481149542532e-05 -1.8142841506795819e-05
leaf_weight=27 23 32 22 22 26 25 27 25 20 31 64 37 22 33 31 20 27 2020 24 20 33 20 123 89 66 37 21 100 33 21
leaf_count=27 23 32 22 22 26 25 27 25 20 31 64 37 22 33 31 20 27 2020 24 20 33 20 123 89 66 37 21 100 33 21
internal_value=0 9.05616e-08 -4.1503e-08 3.52083e-06 -3.15048e-07 -3.09985e-06 4.31008e-08 -3.1702e-07 -2.0068e-06 2.78751e-07 -3.70747e-06 -7.25204e-08 2.74833e-08 -7.71901e-08 -2.05595e-07 -8.1552e-06 -4.74973e-08 -1.81915e-07 5.23629e-08 3.72646e-06 -3.82666e-07 8.63088e-07 5.26219e-06 -4.90822e-06 -1.36692e-08 -5.15091e-07 4.2661e-06 1.22578e-05 -3.79219e-06 4.58461e-06
internal_weight=0 3098 3071 219 2852 197 2830 172 147 127 96 2804 2777 2755 2718 53 2665 2634 2607 276 2331 252 143 109 2298 2057 241 121 120 87
internal_count=3121 3098 3071 219 2852 197 2830 172 147 127 96 2804 2777 2755 2718 53 2665 2634 2607 276 2331 252 143 109 2298 2057 241 121 120 87
is_linear=0
shrinkage=0.1


Tree=5027
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 12 10 9 39 9 41 41 16 4 402 133 43 150 12 12 2 15 129 376 151 40 16 3 3 3 52
split_gain=3.04517e-07 2.19236e-06 1.06431e-06 2.92265e-07 6.73459e-07 2.76559e-07 1.56539e-06 2.11621e-06 6.92393e-07 5.22938e-07 1.11072e-06 4.31533e-07 1.75175e-06 1.0071e-06 1.14544e-06 9.34101e-07 8.00692e-07 1.04306e-06 1.08519e-06 9.37606e-07 8.57813e-07 7.01282e-07 6.50916e-07 5.90065e-07 9.60982e-07 5.76747e-07 5.58932e-07 3.65444e-06 1.6167e-06 1.58667e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23647499999999996 0.23631000000000002 0.0036750000000000007 0.092235000000000011 0.087880000000000014 0.088235000000000022 0.086565000000000017 0.091290000000000024 -0.15241499999999997 -0.064804999999999988 0.095140000000000016 -0.023589999999999996 -0.091784999999999992 0.12068000000000002 0.088365000000000013 0.09474500000000001 0.14753000000000002 -0.040439999999999997 -0.082304999999999975 -1.0000000180025095e-35 -0.091299999999999978 -0.079179999999999987 -0.50690499999999983 -0.0037349999999999996 -0.0096849999999999974 -0.013929999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 8 7 -7 9 11 -11 12 -5 14 -14 -16 17 19 -19 20 23 -13 -23 -17 -25 -26 27 28 -24 -28
right_child=1 3 -4 4 -6 6 -8 -9 -10 10 -12 21 13 -15 15 16 -18 18 -20 -21 -22 22 26 24 25 -27 29 -29 -30 -31
leaf_value=-9.3901253820280858e-07 3.2466792791161601e-05 -1.2008023441012483e-05 -2.1794982155500163e-05 -3.0090859265486792e-05 1.7551482981368528e-05 4.1047003805076766e-05 -1.1238463635265816e-05 -1.6337382371253065e-06 -1.5040350151520539e-05 2.8463397816267387e-05 -3.9897818851386549e-07 1.8067399254174563e-05 1.8174424718608863e-05 -2.0564432087702208e-05 -1.7127087428687246e-05 -1.2479568191338333e-05 1.5142651028004514e-05 2.4871418561535674e-05 -3.0411397225786157e-06 -2.6135549378523135e-05 -1.5981426761066896e-05 -1.4505169720753962e-05 -1.3860547252698349e-07 2.4237318029918242e-05 1.2522613414860288e-05 -6.6727763800261117e-06 1.1864938734528947e-07 -3.6851690688140311e-05 2.5461261160671714e-05 1.6388923688595016e-05
leaf_weight=194 21 20 28 23 22 21 32 26 31 20 40 22 31 26 36 25 31 26 30 20 39 30 1864 20 23 49 239 27 25 80
leaf_count=194 21 20 28 23 22 21 32 26 31 20 40 22 31 26 36 25 31 26 30 20 39 30 1864 20 23 49 239 27 25 80
internal_value=0 2.73343e-07 -3.5695e-06 3.84363e-08 1.22736e-07 -1.24656e-08 5.82125e-06 1.74364e-05 -1.79627e-07 -1.06312e-08 9.22181e-06 -2.18413e-07 -3.3437e-06 -1.61566e-06 -1.22723e-07 -2.01975e-06 4.81729e-08 -1.96876e-06 9.91826e-06 -5.751e-06 -3.13759e-06 2.99508e-07 1.26928e-07 1.14369e-06 4.84566e-06 -5.40916e-07 3.23332e-07 -3.21934e-07 2.00196e-07 4.19897e-06
internal_weight=0 2899 222 2878 2858 2836 79 47 2757 2726 60 2666 379 356 330 299 263 232 56 176 156 2287 2265 117 92 72 2235 1916 1889 319
internal_count=3121 2899 222 2878 2858 2836 79 47 2757 2726 60 2666 379 356 330 299 263 232 56 176 156 2287 2265 117 92 72 2235 1916 1889 319
is_linear=0
shrinkage=0.1


Tree=5028
num_leaves=31
num_cat=0
split_feature=12 130 44 472 47 47 47 393 9 10 148 447 484 0 0 0 133 484 43 454 158 13 475 51 156 151 484 1456 1429 484
split_gain=3.68167e-07 5.61486e-07 3.20542e-07 1.14566e-06 4.42271e-07 2.78066e-06 1.24963e-06 4.85658e-07 4.60053e-07 2.60596e-06 4.62104e-07 9.22113e-07 4.33844e-07 1.28705e-06 1.16976e-06 1.05135e-06 1.22929e-06 6.21899e-07 4.9425e-07 4.89094e-07 4.78116e-07 1.51387e-06 4.79177e-07 1.4423e-06 1.60385e-06 1.19932e-06 4.87723e-07 1.23249e-06 1.21098e-06 2.10126e-06
threshold=0.23631000000000002 -0.22461999999999996 0.099360000000000018 0.087430000000000022 0.092165000000000011 0.09585500000000001 0.090100000000000013 0.12679500000000002 0.08925000000000001 0.053330000000000009 -0.10069499999999999 0.094580000000000011 -0.093244999999999981 -0.081584999999999977 -0.077639999999999987 -0.085754999999999984 0.085075000000000026 -0.088654999999999998 -0.064334999999999989 -0.081344999999999987 -0.25150999999999996 -0.07743499999999999 -0.086304999999999979 -0.12463499999999998 0.087465000000000015 -0.52488999999999986 0.073690000000000019 -0.090954999999999994 0.057970000000000008 0.087495000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 8 10 -10 -3 12 13 15 -15 16 -12 -14 -16 -19 21 -21 23 -22 -25 -24 27 -27 29 -28
right_child=-2 2 -4 -5 5 -7 -8 -9 9 -11 11 -13 17 14 18 -17 -18 19 -20 20 22 -23 25 24 -26 26 28 -29 -30 -31
leaf_value=1.4451337839697469e-05 -1.2605275665207402e-05 1.3069623593345079e-05 -9.8352073929631984e-06 2.3350056363553797e-05 -3.4331746024286584e-05 -7.3365757608327807e-07 2.4619266713714403e-05 1.3731138040804163e-05 3.7907156449250583e-05 -7.1134519367256471e-06 -6.6876117707100714e-06 -1.9441073352936659e-05 -1.8035486300505001e-05 3.4139058053287132e-05 -4.2864174563716086e-06 -1.9558153548536616e-05 2.3015304647990641e-05 -1.5899826194072376e-05 1.6025920514948669e-05 -2.3564357834970907e-05 -9.5695939074045919e-06 9.6601361747161725e-06 -2.3512461881513116e-05 4.7573272767790929e-06 3.8346718888316817e-05 -2.105839979274857e-05 3.4283667397565818e-05 -2.8530822878971622e-07 -4.5831909307419817e-06 4.143367015471209e-06
leaf_weight=27 23 26 33 21 27 281 21 26 20 36 38 25 20 22 23 27 22 20 25 32 35 24 22 44 21 29 28 1889 101 133
leaf_count=27 23 26 33 21 27 281 21 26 20 36 38 25 20 22 23 27 22 20 25 32 35 24 22 44 21 29 28 1889 101 133
internal_value=0 9.35805e-08 -3.26518e-08 7.38276e-08 -8.81879e-08 -3.67894e-06 3.20063e-07 1.30226e-07 -2.61543e-09 8.96534e-06 -1.95327e-07 -3.29004e-07 -1.41998e-07 4.95068e-06 1.50446e-05 -3.17084e-06 4.20346e-06 -4.75422e-07 6.29293e-06 -3.27734e-07 -1.95655e-07 -9.32529e-06 2.64383e-08 6.79668e-06 1.56093e-05 -2.8102e-07 -4.65746e-08 -5.99396e-07 4.00041e-06 9.38516e-06
internal_weight=0 3098 3071 3038 3017 308 2709 2688 2662 56 2606 2580 2555 157 70 87 60 2398 48 2378 2358 56 2302 100 65 2202 2180 1918 262 161
internal_count=3121 3098 3071 3038 3017 308 2709 2688 2662 56 2606 2580 2555 157 70 87 60 2398 48 2378 2358 56 2302 100 65 2202 2180 1918 262 161
is_linear=0
shrinkage=0.1


Tree=5029
num_leaves=31
num_cat=0
split_feature=12 4 1447 2 4 1447 403 43 1447 1447 1447 1446 479 479 160 52 2 42 15 160 2 2 43 3 12 52 4 4 3 131
split_gain=2.98216e-07 4.98493e-07 3.08272e-07 1.25796e-06 1.1998e-06 1.08132e-06 1.21606e-06 2.06967e-06 1.04699e-06 4.59769e-07 3.71869e-07 2.00953e-06 8.71431e-07 4.90452e-07 5.89896e-07 4.08956e-07 1.27787e-06 2.88686e-06 7.43582e-06 2.54009e-06 1.51706e-06 1.43415e-06 3.72866e-06 1.32982e-06 2.98894e-06 2.87806e-06 1.96337e-06 1.71469e-06 1.90439e-06 9.8438e-07
threshold=0.23631000000000002 0.63113500000000011 -0.086849999999999997 0.086330000000000004 -0.026489999999999996 -0.086279999999999982 -0.55049499999999985 -0.041049999999999996 -0.085644999999999985 -0.084334999999999979 -0.08193499999999998 0.088645000000000015 0.10713500000000002 0.097110000000000016 -0.55248999999999981 0.091275000000000009 0.085485000000000019 0.096235000000000015 0.087260000000000018 -0.50449999999999984 0.086885000000000004 0.090310000000000015 -0.013024999999999998 -0.07359499999999998 0.096525000000000014 0.10160000000000001 -0.070499999999999993 -0.072334999999999997 -0.070099999999999982 0.091015000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 7 -7 -8 -10 11 -11 13 14 -12 -16 17 18 29 -18 -21 22 -22 24 -23 -25 -26 -27 -29 -17
right_child=-2 -3 5 4 -6 6 8 -9 9 10 12 -13 -14 -15 15 16 19 -19 -20 20 21 23 -24 25 26 27 -28 28 -30 -31
leaf_value=-9.9701630402236231e-06 -1.1344747608548106e-05 1.3366708438817504e-05 -2.1803021540424949e-05 -2.9754884140164086e-06 2.798204963138203e-05 -6.4488238670244092e-06 -2.2541551360128716e-05 3.5606195073341951e-05 1.395019901931095e-05 -3.3420928020859718e-05 1.6953560777892562e-05 7.2361630314375252e-06 1.7153531812764728e-05 -1.5874509699642658e-05 3.2346509551606887e-07 -1.3372494148054262e-05 3.0714376680407444e-05 1.5276498693153905e-05 -7.46645815888769e-05 2.2255400112195881e-05 -4.6439327738531017e-05 -2.6054407586626876e-06 3.2581324982553873e-06 -4.2023924099307161e-05 4.9945294796045699e-05 2.0846754191202661e-05 6.7032438112489356e-06 -3.4786722036577495e-05 -1.2345606461460047e-06 1.2756950343914685e-05
leaf_weight=31 23 28 23 21 31 22 21 25 23 20 20 31 29 20 2207 46 25 29 20 24 26 122 36 21 21 26 21 21 87 21
leaf_count=31 23 28 23 21 31 22 21 25 23 20 20 31 29 20 2207 46 25 29 20 24 26 122 36 21 21 26 21 21 87 21
internal_value=0 8.42337e-08 -3.69094e-08 5.9745e-06 1.548e-05 -2.03949e-07 -3.63447e-08 1.59209e-05 -2.93454e-07 -1.32125e-07 -2.44862e-07 -8.70779e-06 -9.19174e-08 -2.70979e-07 -1.5844e-07 -2.82755e-07 -2.73317e-06 -1.20475e-05 -2.11555e-05 -2.20465e-07 -2.13002e-06 -3.66611e-06 -1.75827e-05 -9.61314e-07 5.31558e-06 -7.60268e-06 2.83243e-05 -2.2083e-06 -7.75859e-06 -5.18267e-06
internal_weight=0 3098 3070 83 52 2987 2964 47 2917 2896 2873 51 2822 2793 2773 2753 546 116 87 430 405 381 62 319 164 155 42 134 108 67
internal_count=3121 3098 3070 83 52 2987 2964 47 2917 2896 2873 51 2822 2793 2773 2753 546 116 87 430 405 381 62 319 164 155 42 134 108 67
is_linear=0
shrinkage=0.1


Tree=5030
num_leaves=31
num_cat=0
split_feature=44 158 132 15 1185 1186 132 483 483 482 483 482 2 12 484 484 159 42 42 3 3 42 52 42 1447 1447 42 42 12 151
split_gain=3.26162e-07 1.09765e-06 3.50404e-07 8.02968e-06 4.49422e-06 1.58386e-06 3.55376e-07 3.39716e-07 1.3872e-06 1.03027e-06 2.68225e-06 1.66613e-06 1.27321e-06 1.16445e-06 7.84038e-07 1.39004e-06 9.27875e-07 4.25809e-07 1.73399e-06 4.74957e-06 8.32695e-06 5.54644e-06 6.59956e-06 2.77421e-06 1.63231e-06 2.36925e-06 1.38806e-06 3.92036e-06 3.50166e-06 2.71933e-06
threshold=0.099360000000000018 -0.47356499999999996 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.0044650000000000011 -0.050879999999999988 0.10045000000000003 0.10357500000000001 0.089605000000000018 0.087775000000000006 0.080200000000000007 0.09580000000000001 0.087005000000000013 -0.035214999999999989 -0.077774999999999983 -0.023324999999999995 0.085730000000000015 0.087505000000000013 -0.078724999999999976 -0.080409999999999995 0.086950000000000013 0.086040000000000019 0.087745000000000004 -0.086359999999999978 -0.084114999999999981 0.083995000000000014 0.083715000000000026 0.08401500000000002 -0.50641499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 -6 9 -9 11 13 17 -13 -11 15 -10 -16 26 19 20 21 22 -19 -20 -25 -26 27 29 -28 -8
right_child=-2 2 4 -5 6 -7 7 8 14 10 -12 12 -14 -15 16 -17 -18 18 23 -21 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=2.0180102930882842e-05 -9.8889901892107456e-06 5.040446366851833e-08 -4.539008736669943e-05 5.7117210875730962e-05 1.1620592746252303e-05 -2.9040908079228498e-05 -3.4654822805653869e-05 2.7133783995573732e-05 3.6395593253603566e-06 1.0899123195550991e-05 -4.3253562450900064e-05 5.2597029689177115e-06 3.5637978833785216e-05 -1.6741019485548518e-05 2.0973469897932052e-05 -2.9408493155642649e-05 -4.1113584681321903e-06 2.844175892394747e-05 -3.2679686892851561e-05 5.5299500205105038e-05 -4.8980728358098229e-05 5.3436341545420873e-05 -3.3944529298821636e-05 2.8711169406960838e-05 -3.2578462246006397e-05 6.8081963768039678e-07 -4.5404424690786987e-05 3.2148447316002501e-05 -4.1670703138089297e-06 -6.7666780674400676e-07
leaf_weight=27 33 172 22 25 26 21 24 23 35 35 20 37 22 27 29 20 30 39 26 21 24 29 30 20 22 810 24 36 145 1267
leaf_count=27 33 172 22 25 26 21 24 23 35 35 20 37 22 27 29 20 30 39 26 21 24 29 30 20 22 810 24 36 145 1267
internal_value=0 1.05674e-07 -7.13957e-08 3.79239e-06 -3.67669e-07 -3.11497e-06 -1.65548e-08 -1.24807e-07 4.73125e-06 -3.75101e-07 -1.14099e-05 -2.38388e-08 1.65872e-05 -1.13771e-06 2.11444e-07 -8.37791e-06 8.21847e-06 -4.13211e-07 1.1612e-06 1.13727e-05 3.81155e-06 1.67403e-05 1.31729e-06 -5.01948e-07 4.80001e-07 -1.98633e-07 -1.48773e-06 -4.00686e-07 -1.00233e-05 -1.30833e-06
internal_weight=0 3088 3061 218 2843 193 2821 2795 137 2658 82 2576 59 62 114 55 59 2517 1021 143 122 98 69 878 852 832 1496 1327 169 1291
internal_count=3121 3088 3061 218 2843 193 2821 2795 137 2658 82 2576 59 62 114 55 59 2517 1021 143 122 98 69 878 852 832 1496 1327 169 1291
is_linear=0
shrinkage=0.1


Tree=5031
num_leaves=31
num_cat=0
split_feature=130 12 132 1185 15 1186 16 133 3 42 132 4 4 9 97 9 34 9 2 16 2 16 151 4 4 150 0 45 1 1
split_gain=3.04873e-07 7.40146e-07 2.83849e-07 2.29496e-06 1.28213e-06 7.28124e-07 3.0422e-07 6.09401e-07 8.60363e-07 3.17482e-07 5.86755e-07 2.85298e-07 5.0257e-07 4.24035e-07 6.92017e-07 5.36193e-07 5.87321e-07 1.35668e-06 1.20396e-06 3.74895e-07 1.22499e-06 7.83467e-07 7.96523e-07 1.2664e-06 1.20716e-06 7.66022e-07 5.09105e-07 7.03398e-07 4.81451e-07 3.5086e-06
threshold=-0.23647499999999996 0.23631000000000002 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.081299999999999983 -0.37971999999999995 -0.086769999999999986 -0.049004999999999993 -0.26631499999999991 0.62931500000000018 0.6227450000000001 -0.08619499999999998 -0.084074999999999983 -0.036024999999999995 -0.057544999999999992 0.091600000000000015 -1.0000000180025095e-35 -0.5435399999999998 0.10644500000000001 -0.5335399999999999 0.099460000000000007 -0.0065699999999999986 -0.012889999999999999 0.12706500000000001 -0.23811499999999999 0.094030000000000016 0.096255000000000021 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 9 -8 -9 10 -2 12 13 14 -5 -15 -17 18 -18 20 -20 -21 25 24 -24 26 -23 28 29 -28
right_child=1 -3 3 11 -6 -7 7 8 -10 -11 -12 -13 -14 15 -16 16 17 -19 19 21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.2306888329476351e-05 5.6189940232798113e-06 1.835622141919528e-05 3.3152814007951834e-05 -2.8964414490300919e-06 -2.4828701803926381e-05 -1.8388547431684511e-05 -4.5482477993385237e-06 -1.7507807569927536e-07 2.9156860437069556e-05 3.1712397880515455e-06 -1.6350378905372055e-05 -9.2712648114629154e-06 1.5876694681082883e-05 -1.2482978332367828e-05 2.2775795479815101e-05 1.365945252092065e-05 1.8509305802061657e-05 -1.8944792397010854e-05 -5.655963749714747e-06 -1.7293159530877517e-05 2.2515281815340758e-05 1.3912528382206801e-05 1.9147677663898901e-05 3.0881501962063513e-05 -1.2154624710092322e-05 -1.7221375687599736e-05 6.5959853214381973e-08 -1.7465705157822717e-05 2.492813889271682e-06 -1.8667619050540693e-05
leaf_weight=20 20 22 21 21 25 21 29 20 20 56 31 33 20 35 21 31 35 38 33 27 29 25 22 21 28 27 1759 24 501 106
leaf_count=20 20 22 21 21 25 21 29 20 20 56 31 33 20 35 21 31 35 38 33 27 29 25 22 21 28 27 1759 24 501 106
internal_value=0 7.93778e-08 -5.12135e-08 2.16432e-07 -3.49564e-06 -7.88403e-07 1.31161e-06 6.48893e-06 1.44909e-05 -2.02703e-06 -7.73494e-06 -2.7455e-08 8.13733e-08 -3.21396e-08 9.93968e-06 -1.84936e-07 -2.58709e-08 -1.84467e-07 8.5875e-08 -1.61942e-07 7.52091e-06 -3.49476e-07 -1.67431e-07 1.02737e-05 1.61839e-06 -4.71001e-07 -2.8373e-07 -4.32227e-07 -2.59444e-07 -9.9879e-07
internal_weight=0 3101 3079 2857 222 197 176 69 40 107 51 2836 2803 2783 42 2741 2706 2675 2637 2602 62 2540 2513 71 50 2442 2415 2390 2366 1865
internal_count=3121 3101 3079 2857 222 197 176 69 40 107 51 2836 2803 2783 42 2741 2706 2675 2637 2602 62 2540 2513 71 50 2442 2415 2390 2366 1865
is_linear=0
shrinkage=0.1


Tree=5032
num_leaves=31
num_cat=0
split_feature=12 130 9 9 34 104 12 2 10 133 9 44 44 454 148 447 447 2 150 147 150 0 13 51 3 156 3 16 475 3
split_gain=3.10004e-07 4.93097e-07 3.1959e-07 1.00431e-06 7.38688e-07 5.83673e-07 4.21644e-07 3.09649e-07 4.47509e-07 9.81403e-07 3.90289e-07 3.42502e-07 1.19168e-06 3.70718e-07 4.18215e-07 8.93652e-07 4.39187e-07 4.4726e-07 4.48872e-07 9.42611e-07 4.8612e-07 5.74539e-07 4.95916e-07 3.23416e-06 1.69314e-06 1.31679e-06 8.97672e-07 7.2927e-07 6.67065e-07 5.93595e-07
threshold=0.23631000000000002 -0.22461999999999996 0.092410000000000006 0.088235000000000022 -0.097449999999999981 0.086600000000000024 -0.010834999999999999 0.25063000000000007 -0.0087699999999999983 0.086990000000000012 -0.036024999999999995 0.099360000000000018 1.0000000180025095e-35 -0.084049999999999986 -0.10069499999999999 0.094580000000000011 0.089635000000000006 -1.0000000180025095e-35 0.13086 0.090115000000000015 0.11213000000000002 -0.23091999999999999 -0.16152999999999998 0.081440000000000026 0.11658 0.3248100000000001 0.31370500000000007 -0.25582999999999995 0.13528000000000004 -0.07359499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -4 8 9 -6 -10 12 13 -12 -15 16 17 -16 19 20 21 -19 23 26 25 28 27 -23 29 -24
right_child=-2 2 6 -5 5 -7 -8 -9 10 -11 11 -13 -14 14 15 -17 -18 18 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.3540869561741906e-05 -1.1566800798312255e-05 1.785441296385176e-05 1.783473018962389e-05 -2.0536006256103672e-05 2.373924145899764e-05 -1.636377664081837e-05 -9.2642314120894304e-07 -9.3650517529957667e-06 -1.3638963026183082e-05 -6.2544199499825481e-06 -1.3253428759136505e-05 -1.0584748305291215e-05 2.4479989133396887e-05 1.2706514710841404e-05 1.3895166352006567e-05 -1.8856610418879428e-05 1.2827049064341095e-05 1.2656046601478011e-05 1.1307562223972876e-05 -1.7314912577148791e-05 -1.1753454717628691e-05 -2.9748043803208375e-06 9.6137871754490837e-07 -3.6735165566723383e-05 2.6664287687102237e-05 -2.4381645236685885e-05 -1.0671217931655608e-05 2.0369812625631314e-05 1.8382151840228289e-05 -2.6873595742094323e-06
leaf_weight=27 23 23 23 24 24 22 25 35 21 20 21 30 20 26 23 25 27 36 34 32 35 23 1770 27 24 22 31 32 20 596
leaf_count=27 23 23 23 24 24 22 25 35 21 20 21 30 20 26 23 25 27 36 34 32 35 23 1770 27 24 22 31 32 20 596
internal_value=0 8.58746e-08 -3.24207e-08 -1.60967e-07 2.08806e-09 -1.35884e-07 8.0633e-06 -1.50258e-08 9.70848e-08 1.01058e-05 -5.60914e-08 4.38526e-08 1.56763e-07 -1.67268e-08 8.31549e-08 -3.58902e-08 1.36335e-07 9.66194e-09 -1.09416e-07 -2.56008e-07 -4.73368e-08 1.11406e-07 -6.60432e-08 -6.54198e-06 2.34854e-07 -2.85628e-08 2.93728e-06 1.06075e-05 1.95984e-07 4.22544e-08
internal_weight=0 3098 3071 3023 2999 2976 48 2954 2919 44 2875 2854 2824 2804 2783 2757 2732 2705 2682 2648 2616 2581 2545 113 2432 2408 86 55 2386 2366
internal_count=3121 3098 3071 3023 2999 2976 48 2954 2919 44 2875 2854 2824 2804 2783 2757 2732 2705 2682 2648 2616 2581 2545 113 2432 2408 86 55 2386 2366
is_linear=0
shrinkage=0.1


Tree=5033
num_leaves=31
num_cat=0
split_feature=11 130 10 16 9 10 10 9 16 49 49 13 13 3 49 97 374 39 124 2 376 49 49 49 457 3 13 448 1365 44
split_gain=3.54501e-07 3.20597e-07 5.8229e-07 7.71169e-06 5.577e-06 1.14741e-06 7.96301e-07 4.81137e-07 3.89927e-07 3.50489e-07 8.56228e-07 7.68879e-07 1.28543e-06 7.92005e-07 5.6537e-07 5.12774e-07 6.02791e-07 5.62333e-07 6.4651e-07 6.42619e-07 4.9645e-07 8.73142e-07 6.47062e-07 1.97021e-06 1.14869e-06 1.11558e-06 3.17382e-06 6.63475e-07 5.22206e-07 5.88122e-07
threshold=-0.072629999999999986 -0.22699999999999995 -0.013164999999999998 -0.056919999999999991 0.082870000000000013 -0.0091199999999999979 -0.40134499999999995 0.08925000000000001 -0.40995499999999996 -0.10069499999999999 -0.087004999999999985 -0.07965499999999999 -0.090639999999999984 -0.07359499999999998 -0.084294999999999995 -0.079444999999999988 0.08987500000000001 -0.020804999999999994 -0.092649999999999982 -0.0091949999999999983 -1.0000000180025095e-35 -0.079429999999999987 -0.050619999999999991 -0.045154999999999994 0.10378500000000002 0.092670000000000016 -0.083499999999999977 1.0000000180025095e-35 0.087370000000000017 0.099360000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -4 -3 9 -9 11 -11 12 -7 -13 -12 -16 17 -17 -19 -20 -21 -22 25 -24 27 26 -23 28 29 -25
right_child=1 2 5 -5 -6 7 -8 8 -10 10 14 13 -14 -15 15 16 -18 18 19 20 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.29489110715245e-05 -1.0969975182188837e-05 -5.2148008367309916e-06 -2.1403114140412072e-05 5.5743847733538137e-05 -5.2108982449031575e-05 -5.3946807778821065e-07 1.9516792284169546e-05 -3.5379453038331124e-08 1.8697864310524895e-05 -1.6294739560345825e-05 1.5522256017388629e-05 -1.9024979162298093e-05 2.6438221831278607e-05 5.5398861240973937e-06 -1.617542073290679e-05 -1.2857206196973234e-05 1.3760083942132395e-05 1.6973001534510828e-05 -1.4325605036447087e-05 -1.3077285451611811e-05 1.5998880072027747e-05 -1.9980395967043783e-05 2.9305216673452853e-05 2.349083620366032e-08 -1.7350896955816243e-05 -2.1197748805125464e-05 3.0025439867710125e-05 1.8311076992176823e-05 1.501401123712877e-05 -1.6787567368564416e-05
leaf_weight=21 26 23 25 25 21 38 30 20 25 33 23 21 33 35 20 35 31 22 32 29 34 30 23 2303 38 39 22 20 23 21
leaf_count=21 26 23 25 25 21 38 30 20 25 33 23 21 33 35 20 35 31 22 32 29 34 30 23 2303 38 39 22 20 23 21
internal_value=0 8.77149e-08 1.81241e-07 7.72597e-06 -8.49629e-06 -6.9827e-08 8.78421e-06 1.10964e-07 1.0372e-05 -4.7985e-08 -2.8284e-07 5.08924e-06 1.19995e-05 -3.67194e-06 -9.03472e-08 -2.22269e-07 -1.04185e-07 -2.65095e-07 -9.7901e-08 -2.41573e-07 -6.70231e-08 8.07629e-08 -1.34091e-07 1.7619e-07 -1.02382e-07 -8.4128e-06 1.17592e-06 1.74527e-07 1.99756e-08 -1.28416e-07
internal_weight=0 3100 3074 99 74 2975 53 2950 45 2905 2778 127 71 56 2745 2722 2702 2671 2636 2614 2582 2553 2519 2428 2405 91 52 2367 2347 2324
internal_count=3121 3100 3074 99 74 2975 53 2950 45 2905 2778 127 71 56 2745 2722 2702 2671 2636 2614 2582 2553 2519 2428 2405 91 52 2367 2347 2324
is_linear=0
shrinkage=0.1


Tree=5034
num_leaves=31
num_cat=0
split_feature=132 1186 394 15 130 12 11 34 1 33 10 44 1428 473 471 0 12 0 13 3 16 0 0 52 2 474 0 16 2 448
split_gain=3.12237e-07 8.14441e-06 4.25577e-06 1.08322e-06 2.92169e-07 3.81993e-07 2.89193e-07 3.18731e-07 1.80243e-06 1.02347e-06 7.08491e-07 3.71622e-07 4.28895e-07 6.72971e-07 5.11007e-07 3.73571e-07 1.70471e-06 9.70683e-07 4.552e-06 9.28946e-07 8.86343e-07 6.55648e-07 9.71126e-07 1.00205e-06 4.69416e-07 4.44386e-07 1.03987e-06 3.74453e-07 1.01582e-06 8.82233e-07
threshold=-0.083284999999999984 0.0044650000000000011 0.12358500000000001 0.092400000000000024 -0.22699999999999995 0.23631000000000002 -0.072629999999999986 -0.057544999999999992 0.10205500000000002 -1.0000000180025095e-35 -0.0026549999999999994 0.084760000000000016 -0.071779999999999997 -0.072684999999999986 -0.085064999999999988 0.12445000000000002 0.091200000000000017 0.048635000000000005 0.090705000000000008 -0.10831999999999999 0.042200000000000008 -0.0058249999999999994 0.024095000000000002 -0.057699999999999994 -1.0000000180025095e-35 -0.084054999999999977 -0.019414999999999998 -0.5435399999999998 0.10644500000000001 0.030280000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 6 -6 8 -8 -9 -10 12 -11 -14 -15 17 20 21 -19 -18 -17 24 -23 -24 -16 -26 27 28 -27 -29
right_child=2 -3 -4 -5 5 -7 7 9 10 11 -12 -13 13 14 15 16 19 18 -20 -21 -22 22 23 -25 25 26 -28 29 -30 -31
leaf_value=2.3587825133946293e-08 -1.1181461670038635e-05 6.1348140186303439e-05 -4.6244546151683611e-05 -2.2253434617596214e-05 -1.1654017826112111e-05 1.390628177432518e-05 2.8922816483827775e-05 -2.2617524684278579e-05 3.9790814003868883e-06 -1.121741613454052e-05 -1.7667602826674868e-05 9.5356009169114347e-06 1.8360076828685124e-05 -1.5976748268258235e-05 1.1058110158046476e-05 6.4539149343545438e-06 3.5300522436695505e-05 -3.5378749663849653e-05 1.4987103703092812e-05 6.500940655011316e-06 -2.3317594041145641e-05 2.5919565181690515e-05 1.7899886101393191e-05 -9.2906795020319283e-06 1.0728035320223879e-05 -4.3091117466550114e-06 -2.317150900125853e-05 -2.7380914343370295e-07 2.3292773251644881e-05 -2.0868994156011295e-05
leaf_weight=172 23 22 20 25 21 20 25 20 54 34 21 41 20 20 37 20 21 38 34 24 20 24 23 33 36 30 20 2178 24 21
leaf_count=172 23 22 20 25 21 20 25 20 54 34 21 41 20 20 37 20 21 38 34 24 20 24 23 33 36 30 20 2178 24 21
internal_value=0 3.64101e-06 -2.74772e-07 -2.80345e-06 4.42412e-08 1.34549e-07 3.75312e-08 1.24658e-07 5.66921e-06 -7.93362e-08 -2.08199e-06 8.77371e-08 -5.80523e-08 8.65983e-08 -5.38049e-08 6.94854e-08 6.58894e-06 -1.52354e-07 -1.15949e-05 1.99407e-05 -8.43184e-06 1.87243e-07 9.08968e-06 1.87687e-06 -1.16335e-07 -2.95398e-07 -4.69988e-07 -2.68465e-07 7.95839e-06 -4.70489e-07
internal_weight=0 219 2902 197 2882 2859 2839 2818 100 2718 75 2698 2657 2623 2603 2583 85 2498 72 45 40 2426 80 56 2346 2309 2273 2253 54 2199
internal_count=3121 219 2902 197 2882 2859 2839 2818 100 2718 75 2698 2657 2623 2603 2583 85 2498 72 45 40 2426 80 56 2346 2309 2273 2253 54 2199
is_linear=0
shrinkage=0.1


Tree=5035
num_leaves=31
num_cat=0
split_feature=12 130 394 1208 1208 1209 1209 1209 1209 1212 1212 1212 1212 1213 1210 1210 403 129 1184 401 1212 2 52 12 403 42 4 42 160 16
split_gain=3.18047e-07 5.52161e-07 2.90816e-07 2.89184e-07 7.44244e-07 4.71417e-07 6.55722e-07 4.77179e-07 3.21022e-07 4.39119e-07 2.98412e-06 1.31509e-06 6.4181e-07 4.18668e-07 1.05811e-06 6.14314e-07 4.58047e-07 1.08469e-06 9.71805e-07 6.74771e-07 8.99112e-07 1.23433e-06 6.2623e-07 1.15777e-06 4.90378e-07 2.12868e-06 5.37203e-06 4.2248e-06 2.8052e-06 9.57493e-07
threshold=0.23631000000000002 -0.22461999999999996 0.15288500000000002 0.11846000000000001 0.10683000000000002 -0.092099999999999987 -0.085894999999999985 -0.077594999999999983 -0.038154999999999994 -0.089544999999999986 -0.070754999999999985 -0.121045 -1.0000000180025095e-35 -0.24064499999999997 -0.13847499999999999 -0.081959999999999991 0.092070000000000013 -0.077709999999999987 0.089075000000000015 0.076195000000000013 1.0000000180025095e-35 0.084305000000000005 0.085815000000000016 0.088615000000000013 -0.090774999999999981 0.091205000000000008 -0.072334999999999997 0.086325000000000013 -0.014869999999999998 -0.079504999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8 -9 11 -11 -10 -12 -14 -15 -16 17 -17 19 24 21 -21 -18 -24 25 27 -27 28 -19 -30
right_child=-2 2 -4 -5 -6 6 7 8 9 10 12 -13 13 14 15 16 22 18 -20 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=1.4325018248571183e-05 -1.171589596414497e-05 1.1627074170118088e-05 1.0492968459192736e-05 1.0373069590759069e-05 -1.8138351432476752e-05 -1.7823186687694812e-05 1.3143273638518253e-05 -1.1729972356988583e-05 -8.4774463389561901e-08 -3.7047554343933535e-05 1.4008373887008931e-05 2.5248718315264406e-05 -1.1791657485563548e-05 2.2255496809347753e-05 -1.363536264975932e-05 -1.9596614193405601e-05 -1.210482760280558e-07 4.0400013403996127e-05 2.0779762342664817e-05 -3.4555998354335316e-05 7.8478267121020276e-06 -4.4905414546923972e-06 3.3244707328776716e-05 -3.7382167950757629e-07 -4.8829568198164263e-07 6.0804969031042199e-05 -8.4514592269139651e-06 -4.0475461964492953e-05 6.1549187451063254e-06 -1.164540368828663e-05
leaf_weight=27 23 34 26 26 23 21 27 24 85 22 32 27 31 21 34 29 58 20 22 22 22 36 20 21 2183 21 24 23 92 45
leaf_count=27 23 34 26 26 23 21 27 24 85 22 32 27 31 21 34 29 58 20 22 22 22 36 20 21 2183 21 24 23 92 45
internal_value=0 8.69841e-08 -3.81956e-08 -1.28117e-07 -2.18554e-07 -8.09859e-08 -2.1538e-07 -8.96522e-08 -2.12263e-07 -1.16615e-07 -3.6412e-07 6.02241e-06 -7.12916e-08 -2.36691e-07 -1.03679e-07 -2.79406e-07 -1.07267e-07 -3.67465e-07 -1.45295e-07 -3.30324e-07 -9.36549e-06 -1.58947e-05 6.56589e-06 1.60255e-05 -3.01521e-08 4.41486e-06 2.38682e-05 -4.48478e-07 5.41535e-06 3.08098e-07
internal_weight=0 3098 3071 3045 3019 2996 2962 2941 2914 2890 2778 112 2756 2724 2693 2672 2638 2539 2510 2488 80 58 99 41 2408 225 45 180 157 137
internal_count=3121 3098 3071 3045 3019 2996 2962 2941 2914 2890 2778 112 2756 2724 2693 2672 2638 2539 2510 2488 80 58 99 41 2408 225 45 180 157 137
is_linear=0
shrinkage=0.1


Tree=5036
num_leaves=31
num_cat=0
split_feature=132 1185 1203 120 483 483 483 13 1456 1456 42 484 483 9 10 2 10 16 51 2 0 481 12 403 2 43 481 159 44 1456
split_gain=2.73713e-07 1.93855e-06 9.01416e-07 2.93451e-07 6.94796e-07 3.84695e-06 1.41907e-06 1.65765e-06 8.86353e-07 1.65961e-06 6.86123e-07 7.16874e-07 5.37814e-07 4.57575e-07 1.15263e-06 7.47881e-07 6.10057e-07 4.76658e-06 5.61119e-06 4.98115e-07 1.19813e-06 3.95108e-07 3.01002e-06 8.14023e-06 2.94945e-06 3.69747e-06 1.70631e-06 1.27381e-06 4.1577e-07 7.35874e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.093680000000000013 0.10045000000000003 0.10357500000000001 0.095250000000000015 -0.081434999999999994 -0.05618999999999999 -0.16825499999999996 0.089165000000000008 -0.065594999999999987 0.093265000000000015 0.092890000000000014 0.053330000000000009 -0.090999999999999984 -0.011559999999999999 -0.056919999999999991 0.081440000000000026 -0.0050599999999999994 1.0000000180025095e-35 -0.081614999999999979 0.083715000000000026 -0.084339999999999984 0.090050000000000005 -0.077319999999999986 -0.079504999999999978 -0.015149999999999999 0.084760000000000016 0.12034500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 12 -8 9 -7 -10 -12 13 14 15 -3 17 18 -17 20 -18 22 -21 -24 25 27 -23 -25 29 -28
right_child=1 3 -4 -5 5 8 7 -9 10 -11 11 -13 -14 -15 -16 16 19 -19 -20 21 -22 26 23 24 -26 -27 28 -29 -30 -31
leaf_value=-9.6331144972441739e-07 3.0531813562057711e-05 1.5993024401817319e-05 -2.0157037779102082e-05 -1.1211981817051193e-05 4.5386755780121099e-05 -7.6309083810470348e-06 1.3102332421984406e-06 -3.5856595281854216e-05 5.4040370536489313e-06 3.16711874282711e-05 -2.2290169051932306e-06 -2.6465455575026171e-05 1.467344563207007e-05 1.0688289231462152e-05 -1.7993510641645117e-05 -6.6877416698151221e-05 2.8626437452885514e-05 2.3808199349722208e-05 2.0443672181297893e-06 -2.0735641388195549e-05 -5.1917004901208043e-06 -2.8772891917989391e-05 6.4537655149858134e-05 1.9825889315446453e-05 2.988946360188572e-05 -4.7626745708839738e-05 -1.0232319449216573e-07 -1.310712133367222e-05 1.1006747126884876e-05 -1.7025530314640492e-05
leaf_weight=194 21 29 28 23 22 22 24 24 31 21 26 23 25 39 36 21 20 28 27 35 22 21 24 24 23 20 2186 23 33 26
leaf_count=194 21 29 28 23 22 22 24 24 31 21 26 23 25 39 36 21 20 28 27 35 22 21 24 24 23 20 2186 23 33 26
internal_value=0 2.59151e-07 -3.38414e-06 3.82594e-08 1.28892e-07 6.87303e-06 -2.31957e-07 -1.72732e-05 -1.56083e-08 1.15631e-05 -6.23918e-06 -1.36053e-05 7.53231e-08 -6.3074e-08 -2.24469e-07 2.52135e-08 -1.576e-07 -8.98156e-06 -2.81089e-05 1.15343e-07 1.09122e-05 -7.24281e-08 4.91568e-06 1.27911e-05 -1.008e-06 -1.16146e-05 -4.00419e-07 3.70974e-06 -1.3502e-07 -3.0124e-07
internal_weight=0 2899 222 2878 2855 145 2710 48 123 43 80 49 2662 2637 2598 2562 2533 76 48 2457 42 2415 149 114 90 67 2266 47 2245 2212
internal_count=3121 2899 222 2878 2855 145 2710 48 123 43 80 49 2662 2637 2598 2562 2533 76 48 2457 42 2415 149 114 90 67 2266 47 2245 2212
is_linear=0
shrinkage=0.1


Tree=5037
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 402 401 1213 1210 1209 42 1209 401 133 133 130 40 16 1374 151 1213 403 1371 1213 16 403 51 1456 0 1
split_gain=3.16616e-07 8.29698e-06 4.62115e-06 1.51441e-06 2.91712e-07 3.50506e-07 1.21643e-06 2.83044e-06 8.44634e-07 2.77299e-07 1.9193e-06 7.27596e-07 7.93247e-07 5.27649e-07 6.91973e-07 4.9437e-07 8.04879e-07 3.97586e-07 2.0522e-06 1.8986e-06 1.5322e-06 2.60953e-06 1.15537e-06 1.09824e-06 4.75414e-06 4.55864e-06 1.01292e-06 1.19223e-06 1.19736e-06 1.54205e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.044384999999999994 -0.45015499999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 0.24726500000000004 -0.084519999999999984 0.087505000000000013 -0.067109999999999989 -0.099524999999999988 0.41553500000000004 0.40945500000000007 -0.23123999999999997 -0.24290999999999999 -0.0094449999999999968 0.087855000000000016 -0.37203999999999993 0.04198000000000001 -0.092894999999999991 0.083235000000000017 0.04198000000000001 -0.074319999999999983 -0.52336499999999997 -0.10316499999999999 0.11510000000000002 -0.063634999999999983 0.099400000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 7 -6 9 10 -7 -11 -13 14 15 -14 -17 22 19 -19 21 -21 23 25 -25 -18 -27 28 -28 -30
right_child=2 -3 4 -5 5 8 -8 -9 -10 11 -12 12 13 -15 -16 16 17 18 -20 20 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=2.5906043859915087e-07 -4.5934099485252363e-05 6.3433380983908484e-05 1.0050929744591422e-05 -2.876305336712903e-05 4.3941901069423509e-06 1.250703324268247e-05 1.081484184886414e-05 -4.381203209396474e-05 1.845188178413082e-05 1.6178534484164891e-05 -2.2280916829393912e-05 -1.6474567454177555e-05 1.5824792126295505e-05 -1.3030958513506145e-05 1.883646467831568e-05 -1.9940988313464913e-05 -4.6190817937756605e-05 2.907621336427318e-05 -3.2261927186655593e-05 3.4283573631910259e-05 -2.2494310691069008e-05 -1.3640377235203433e-06 1.8928104870812805e-05 3.3251132255346047e-07 5.4520913017768187e-05 -1.7409138842291822e-05 -3.4245115655061447e-07 2.2375374415052929e-05 2.6278638410869276e-05 3.108147774824879e-06
leaf_weight=178 22 21 29 20 29 29 26 21 25 28 35 29 20 30 20 20 21 21 21 21 33 928 36 85 20 30 1149 26 39 109
leaf_count=178 22 21 29 20 29 29 26 21 25 28 35 29 20 30 20 20 21 21 21 21 33 928 36 85 20 30 1149 26 39 109
internal_value=0 3.66645e-06 -2.76692e-07 -2.67247e-06 7.20799e-08 -2.94237e-08 -6.72941e-06 -1.58524e-05 1.54071e-07 -1.22723e-08 -6.51763e-06 1.42732e-07 -2.61924e-08 1.55246e-07 3.07454e-07 1.63762e-07 4.13625e-08 1.98766e-07 -1.32332e-06 -6.75557e-07 -1.3118e-06 -5.75208e-07 1.22756e-06 7.96713e-07 1.06541e-05 4.34185e-08 7.61023e-07 1.17304e-06 7.48017e-07 9.21389e-06
internal_weight=0 219 2902 198 2880 2851 76 50 2775 2750 64 2686 2658 2629 2599 2579 2559 2539 1024 1003 982 949 1515 1479 105 1374 1353 1323 1297 148
internal_count=3121 219 2902 198 2880 2851 76 50 2775 2750 64 2686 2658 2629 2599 2579 2559 2539 1024 1003 982 949 1515 1479 105 1374 1353 1323 1297 148
is_linear=0
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Tree=5038
num_leaves=31
num_cat=0
split_feature=1210 1210 1210 1210 43 402 1210 1209 403 3 12 1209 1210 1209 2 2 4 4 1375 133 13 132 0 1211 16 401 15 2 51 12
split_gain=3.08985e-07 3.12896e-07 4.4174e-07 3.91532e-07 4.01446e-06 3.83024e-06 7.88872e-07 4.96008e-07 4.96429e-07 3.34545e-06 4.31389e-06 1.04447e-06 5.90363e-07 7.59351e-07 3.13968e-07 1.5316e-06 3.21106e-06 4.47731e-06 2.56201e-06 1.6568e-06 2.98251e-06 1.8665e-06 1.15269e-05 9.78459e-06 1.73074e-06 1.60425e-06 1.57321e-06 1.4658e-06 1.39871e-06 1.49189e-06
threshold=-0.42132499999999995 -0.14310999999999999 -0.094799999999999982 -0.079504999999999978 -0.0047449999999999992 -0.088494999999999976 -0.065674999999999983 -0.084519999999999984 -0.5335399999999999 -0.085709999999999995 0.09320500000000001 -0.033554999999999995 -0.00092999999999999995 1.0000000180025095e-35 0.088125000000000023 0.087545000000000026 -0.0086549999999999978 -0.043364999999999994 -0.15308499999999997 0.087985000000000022 -0.085669999999999982 -0.083284999999999984 -0.082394999999999982 0.11013500000000002 -0.08453999999999999 -0.46360499999999999 0.09006500000000002 0.088930000000000023 -0.019375 0.087145000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -5 -8 9 -9 -11 -10 -13 14 15 18 17 -17 -14 21 -21 22 24 -23 -20 -22 -27 28 -16 -30
right_child=1 2 3 6 -6 -7 7 8 11 10 -12 12 13 -15 27 16 -18 -19 19 20 25 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=1.1072671419242398e-05 -1.0085594881421722e-05 1.3818188828103619e-05 5.9484201691312985e-07 1.5695184413289098e-05 3.0045886282010771e-05 -5.6703154100432585e-05 -1.4408277214291353e-05 -2.0028527633257908e-05 -2.0520244623185139e-05 5.944354556731924e-05 -6.2366606834984862e-06 1.4725929482934859e-05 -3.2046543977533778e-05 -1.3988284818202747e-05 7.9084248785544663e-06 6.4064597800950199e-06 -1.0656991764790292e-05 6.6720756403810814e-05 2.3137832128365215e-06 4.1549025147866392e-05 -2.0188769254177302e-05 -3.2198625720033247e-07 6.9522567152419541e-05 -7.1038954017694779e-05 -3.1910656327289125e-05 3.1185776612049119e-06 3.3273500898706679e-05 -1.5508226777591942e-07 -4.0312187004019505e-05 -8.6898620141968217e-06
leaf_weight=25 31 23 28 32 20 20 24 25 25 20 20 27 24 39 22 32 32 20 45 26 22 901 26 20 22 81 22 1405 25 37
leaf_count=25 31 23 28 32 20 20 24 25 25 20 20 27 24 39 22 32 32 20 45 26 22 901 26 20 22 81 22 1405 25 37
internal_value=0 -8.94149e-08 1.16884e-08 -9.27e-08 -7.59544e-06 -2.32793e-05 7.88488e-08 -9.10094e-08 2.67474e-08 8.66807e-06 2.66034e-05 -1.70128e-07 9.77038e-09 -1.32085e-07 6.35676e-08 1.21666e-06 1.42666e-05 2.96043e-05 2.9471e-07 9.60968e-07 1.07334e-05 -4.94296e-07 1.30072e-05 -1.85764e-06 -8.92409e-06 4.32375e-06 9.55944e-06 -9.22253e-07 -1.37541e-05 -2.14408e-05
internal_weight=0 3096 3065 3042 68 48 2974 2942 2918 65 40 2853 2828 2801 2762 1273 84 52 1189 1165 151 1014 93 921 67 125 103 1489 84 62
internal_count=3121 3096 3065 3042 68 48 2974 2942 2918 65 40 2853 2828 2801 2762 1273 84 52 1189 1165 151 1014 93 921 67 125 103 1489 84 62
is_linear=0
shrinkage=0.1


Tree=5039
num_leaves=31
num_cat=0
split_feature=1211 1203 1 12 4 3 1212 1203 1200 1203 401 133 2 402 401 1213 1185 16 1185 1212 1212 13 12 2 0 1212 403 1447 4 1212
split_gain=3.81193e-07 1.35985e-06 1.26019e-06 2.11524e-06 9.51382e-07 1.28313e-06 4.64712e-07 4.32814e-07 1.5834e-06 4.76452e-07 3.41207e-07 7.24296e-07 2.31932e-06 6.11843e-07 3.40546e-07 6.40716e-07 3.50879e-07 8.13435e-07 4.47374e-07 5.04874e-07 3.30211e-06 4.82692e-06 2.34313e-06 6.77161e-06 1.85275e-06 9.08277e-07 9.21967e-07 5.34446e-07 1.70539e-06 1.59332e-06
threshold=0.087635000000000005 0.089480000000000018 0.087865000000000013 0.095175000000000023 -0.079329999999999984 -0.082974999999999979 0.11387000000000001 0.089745000000000019 0.084780000000000008 0.087970000000000007 -0.13200999999999999 0.51114000000000004 0.088055000000000008 -0.26616499999999993 0.13729500000000003 0.14530000000000001 0.08790000000000002 -0.085254999999999984 0.085905000000000009 0.086920000000000011 0.087575000000000014 -0.085584999999999981 0.089300000000000004 0.084755000000000011 -0.080604999999999996 0.058525000000000008 -0.09551999999999998 -0.086359999999999978 -0.078439999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 5 -2 -6 9 -9 10 -1 13 -13 -12 15 16 18 -18 19 25 -21 -22 23 -23 -24 27 -27 28 -15 -29
right_child=1 -3 3 -5 6 -7 -8 8 -10 -11 11 12 -14 14 -16 -17 17 -19 -20 20 21 22 24 -25 -26 26 -28 29 -30 -31
leaf_value=9.1036348655903482e-06 3.0970210064294537e-06 2.8512632812158876e-05 -3.669344793479468e-05 8.7474904484267993e-06 -1.4452096766035539e-05 3.5796832534764517e-05 7.1050796623239876e-06 -2.4690801936534023e-05 8.6894922299473344e-06 1.5301173170882976e-05 1.6487639137804682e-05 1.0404277066982105e-05 -3.7754990698886105e-05 3.1671757451270172e-05 1.136431985651143e-05 -1.465524874513522e-05 -2.3812210165488069e-05 4.3669997212635374e-06 1.4842678851891832e-05 -4.3633860447442884e-05 4.0351205673990385e-05 -6.1665911664022133e-05 2.8927426925899153e-05 9.3529670156667957e-06 -1.3600678612419871e-05 -8.011441877897596e-08 3.0283788983069827e-05 -1.4518712164327587e-07 8.5078396902342008e-09 -2.8488753405326863e-05
leaf_weight=39 28 21 20 21 20 21 20 30 27 20 22 20 20 22 25 31 20 21 20 20 24 25 21 29 20 20 20 2379 75 20
leaf_count=39 28 21 20 21 20 21 20 30 27 20 22 20 20 22 25 31 20 21 20 20 24 25 21 29 20 20 20 2379 75 20
internal_value=0 4.90135e-06 1.08722e-06 -1.34188e-05 7.76977e-06 1.71112e-05 -3.67351e-06 -2.49192e-07 -8.87908e-06 -8.03268e-08 -1.86663e-07 -3.13615e-07 -1.36754e-05 -1.23683e-07 -2.54574e-07 -3.59551e-07 -1.97575e-07 -9.37896e-06 -5.78957e-08 -1.69302e-07 -6.03739e-06 2.81341e-07 -9.84157e-06 -2.35261e-05 8.18201e-06 1.52332e-07 1.51018e-05 -8.7243e-08 7.18986e-06 -3.81482e-07
internal_weight=0 151 130 41 89 49 40 2970 57 2913 2893 2854 40 2814 2792 2767 2736 41 2695 2675 139 119 95 54 41 2536 40 2496 97 2399
internal_count=3121 151 130 41 89 49 40 2970 57 2913 2893 2854 40 2814 2792 2767 2736 41 2695 2675 139 119 95 54 41 2536 40 2496 97 2399
is_linear=0
shrinkage=0.1


Tree=5040
num_leaves=31
num_cat=0
split_feature=1211 43 401 401 402 1211 1211 43 402 0 403 42 2 402 402 402 402 403 403 12 1212 43 1212 2 1212 403 15 133 16 1213
split_gain=3.24738e-07 7.03422e-07 4.70698e-07 1.1992e-06 5.88277e-07 3.61663e-07 6.1907e-07 9.41627e-07 4.13396e-07 2.29637e-06 2.90654e-06 1.78169e-06 9.21087e-07 7.71306e-07 7.87282e-07 1.27397e-06 6.63699e-07 8.50171e-07 2.47923e-06 1.63668e-06 4.30477e-07 1.63969e-06 1.01629e-06 3.19036e-06 1.86898e-06 9.86147e-07 2.8922e-06 4.64717e-06 2.07741e-06 2.55277e-06
threshold=0.11716500000000001 0.062770000000000006 -0.46360499999999999 -0.13200999999999999 -0.43418999999999991 0.10809000000000001 0.087635000000000005 0.060960000000000007 -0.089154999999999998 -0.086729999999999988 -0.087449999999999986 0.11799500000000002 0.087545000000000026 -0.086719999999999978 -0.064959999999999976 -0.031734999999999992 -0.016959999999999999 -0.5335399999999999 -0.52336499999999997 0.086655000000000024 0.091685000000000016 -0.0098449999999999979 0.087615000000000012 0.084885000000000002 0.086995000000000017 -0.0038999999999999994 0.085730000000000015 -0.0089749999999999986 -0.092484999999999984 -0.026524999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 8 -8 9 -6 11 12 -11 -10 -15 -16 -17 19 -19 -18 22 -22 24 -24 25 26 28 -28 -20 -30
right_child=1 -3 3 4 5 -7 7 -9 13 10 -12 -13 -14 14 15 16 17 18 20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
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leaf_weight=27 33 20 33 33 21 21 34 22 24 43 20 25 22 25 29 22 23 21 45 21 38 22 20 26 21 2267 27 34 20 82
leaf_count=27 33 20 33 33 21 21 34 22 24 43 20 25 22 25 29 22 23 21 45 21 38 22 20 26 21 2267 27 34 20 82
internal_value=0 7.76085e-06 -1.34072e-07 -1.73599e-08 -2.25356e-07 -7.8069e-08 1.48945e-08 1.04289e-05 -1.86343e-07 5.30278e-06 1.10877e-05 3.42495e-06 -5.30091e-06 -4.46219e-07 -2.90047e-07 -4.52526e-07 -2.27695e-07 -3.70383e-07 -6.01627e-07 1.34149e-05 -3.25432e-07 8.04665e-06 -5.23042e-07 -1.52517e-05 -2.51599e-07 -5.03658e-07 -7.09354e-06 -2.53988e-05 5.02532e-07 8.39856e-06
internal_weight=0 53 3068 3041 3008 2975 2954 56 2898 131 110 90 65 2767 2743 2718 2689 2667 2623 44 2602 60 2542 46 2496 2475 208 61 147 102
internal_count=3121 53 3068 3041 3008 2975 2954 56 2898 131 110 90 65 2767 2743 2718 2689 2667 2623 44 2602 60 2542 46 2496 2475 208 61 147 102
is_linear=0
shrinkage=0.1


Tree=5041
num_leaves=31
num_cat=0
split_feature=393 1213 1211 1212 1211 130 10 48 40 40 40 34 40 10 10 2 2 0 130 15 3 51 49 150 1 472 1429 1 1 1
split_gain=3.45607e-07 3.33219e-07 3.29032e-07 1.68016e-06 5.62139e-07 2.73916e-07 8.35861e-07 1.26251e-06 7.78424e-07 5.51027e-07 5.69142e-07 5.19773e-07 7.89042e-07 6.85542e-07 1.01314e-06 1.40733e-06 5.83661e-07 4.80277e-07 4.03168e-07 3.96743e-07 3.44948e-07 1.58608e-06 1.78211e-06 2.37572e-06 2.04227e-06 1.08019e-06 8.63812e-07 7.99689e-07 4.05785e-06 3.16376e-06
threshold=0.12679500000000002 0.51370000000000016 0.11671000000000002 0.13613500000000003 0.10904000000000001 -0.23647499999999996 -0.38124499999999995 0.086665000000000006 -0.24134999999999998 -0.085734999999999992 -0.083564999999999987 -0.112215 -0.081564999999999985 0.11294000000000003 0.053330000000000009 -0.080614999999999978 -0.0091949999999999983 -0.092404999999999973 -0.14628999999999995 -0.56020999999999987 0.11658 -0.090529999999999985 -0.043469999999999995 0.11235000000000002 0.11282000000000002 -0.38234499999999999 -0.23587499999999997 0.10684 0.10471500000000002 0.11103500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_value=-1.1838687123599812e-05 1.0865889258827245e-05 1.2764007065015904e-05 -2.6609560942839991e-05 1.2635156654141611e-05 1.6243342049295148e-05 3.2064500946944466e-05 -1.9478281770023474e-05 -3.0417521234734786e-06 1.2911785127300846e-06 -1.4052924573964749e-05 -1.5178463716280101e-05 1.5781612995441164e-05 2.2097360215411754e-05 1.6566952975457146e-05 -1.8684137862692297e-05 -1.5962844739192405e-05 -1.4099869059420946e-05 1.9588943678172656e-05 -1.3562612180480343e-05 -2.1959800980529628e-05 3.0687996950291567e-05 -5.229323475759884e-06 -2.6175213180457444e-05 3.8366284250514584e-05 2.8994536530345931e-06 1.9101602067720432e-05 -2.2906342006359855e-07 -2.4151076347072164e-05 3.8091346006500061e-05 8.4980267924626295e-07
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internal_value=0 -1.01903e-07 -1.85665e-07 -8.77105e-06 -6.09107e-08 -1.74775e-07 -9.6677e-08 1.40832e-05 -2.94022e-07 -1.56288e-07 -3.51508e-07 -2.06622e-07 -8.42506e-08 -2.60981e-07 -4.07364e-07 -2.06447e-07 -4.3766e-07 9.49362e-06 -2.98473e-07 -1.8935e-07 -7.76527e-08 4.11043e-06 8.4938e-07 1.65685e-05 -6.10597e-06 -3.90349e-07 -1.86026e-07 -3.70481e-07 2.7256e-07 -5.5414e-06
internal_weight=0 3092 3072 44 3028 3007 2987 41 2946 2925 2867 2837 2814 2783 2759 2729 2701 58 2677 2656 2634 183 163 50 113 2451 2428 2405 2139 266
internal_count=3121 3092 3072 44 3028 3007 2987 41 2946 2925 2867 2837 2814 2783 2759 2729 2701 58 2677 2656 2634 183 163 50 113 2451 2428 2405 2139 266
is_linear=0
shrinkage=0.1


Tree=5042
num_leaves=31
num_cat=0
split_feature=132 393 1203 156 16 474 131 132 1 120 4 40 156 156 13 475 44 0 1 48 13 48 0 1 1375 13 2 1375 1374 47
split_gain=3.2657e-07 2.08044e-06 1.05955e-06 2.79693e-07 4.18929e-07 4.57954e-07 4.52474e-07 6.75849e-07 4.32859e-07 1.26504e-06 1.50709e-06 6.59198e-07 3.97819e-07 6.42149e-07 7.01887e-07 5.87407e-07 4.88319e-07 1.3362e-06 4.41204e-06 4.95564e-07 1.61558e-06 1.48409e-06 7.34205e-07 1.49165e-06 4.72493e-07 1.01894e-06 1.08593e-06 7.45381e-07 6.64234e-07 5.10519e-07
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 0.32523500000000005 0.63636000000000015 0.12103000000000001 0.13612500000000002 0.13831000000000002 0.16540500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.24134999999999998 0.12734000000000004 0.10788500000000002 -0.066634999999999986 -1.0000000180025095e-35 0.099360000000000018 -0.24955499999999997 0.10781 0.12879500000000002 -0.07743499999999999 0.11865500000000002 -0.23051499999999997 0.089105000000000018 0.084665000000000018 -0.085584999999999981 0.088125000000000023 0.083945000000000006 0.092505000000000018 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 7 8 9 11 -11 -2 13 16 -15 -16 17 18 -13 21 -21 22 23 -19 27 -26 -27 28 29 -24
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 10 -12 12 -14 14 15 -17 -18 19 -20 20 -22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=-1.1257916989757761e-06 1.8243129934489845e-05 3.1644035854177284e-05 -2.2262572309517527e-05 1.1552727491583764e-05 -1.0459951021115749e-05 1.518853008747101e-05 1.1825500951090363e-05 -1.7591578696076547e-05 1.3976343095898549e-05 1.6509530593111777e-06 -3.7170353052715655e-05 4.8629852277702993e-05 -1.0276607662109273e-05 2.0204095415355177e-05 1.28762488020584e-05 -1.1069963953299781e-05 -1.3735547865787971e-05 5.5596414213709982e-06 -1.6266147358692251e-05 8.383929319031516e-06 -2.9939793024492576e-05 2.4674408420347998e-05 4.1807654024637054e-07 -3.3062287002394442e-05 2.7028296648268225e-05 1.9713886867975819e-05 -9.0738370407674863e-06 -1.8261331886447886e-05 -1.8312158254047975e-05 -5.3277918045090663e-06
leaf_weight=195 20 21 27 21 38 20 32 22 22 20 20 22 37 33 20 21 26 20 20 22 22 24 2088 20 20 20 38 23 20 167
leaf_count=195 20 21 27 21 38 20 32 22 22 20 20 22 37 33 20 21 26 20 20 22 22 24 2088 20 20 20 38 23 20 167
internal_value=0 2.83076e-07 -3.69648e-06 5.42431e-08 -3.0275e-08 1.10317e-07 2.57661e-09 -1.34154e-07 5.7598e-09 -1.07113e-07 -1.77597e-05 1.56064e-07 2.0224e-08 1.65305e-07 9.34853e-06 6.11115e-07 -1.0098e-07 3.93604e-08 1.7727e-05 -2.59706e-07 -1.07779e-05 -7.0033e-08 -3.15839e-07 -1.37513e-05 -8.96521e-08 7.56459e-06 8.52964e-07 -3.49457e-07 -1.68369e-07 -7.44896e-09
internal_weight=0 2899 222 2878 2857 2819 2799 2767 2745 2723 40 2683 2663 2626 74 41 2552 2526 42 2484 44 2440 2416 40 2376 78 58 2298 2275 2255
internal_count=3121 2899 222 2878 2857 2819 2799 2767 2745 2723 40 2683 2663 2626 74 41 2552 2526 42 2484 44 2440 2416 40 2376 78 58 2298 2275 2255
is_linear=0
shrinkage=0.1


Tree=5043
num_leaves=31
num_cat=0
split_feature=1211 1211 401 402 401 402 132 1211 50 1203 394 128 2 394 390 1185 129 130 130 1186 1212 1212 128 128 132 16 13 129 132 4
split_gain=2.80287e-07 6.05698e-07 4.10062e-07 1.05221e-06 5.90887e-07 2.3327e-06 3.50012e-07 9.71835e-06 8.93377e-06 1.66658e-06 1.06055e-06 2.82623e-07 1.26679e-06 4.03242e-07 8.89309e-07 3.56559e-07 6.4608e-07 4.9222e-07 7.08876e-07 5.1048e-07 3.79941e-07 5.50191e-07 3.99439e-07 1.15898e-06 8.91111e-07 1.12503e-06 8.44883e-07 6.30712e-07 4.82516e-07 5.40377e-07
threshold=0.11716500000000001 0.12711000000000003 -0.46360499999999999 -0.45454999999999995 -0.13200999999999999 -0.41103999999999991 -0.083284999999999984 0.10326000000000002 0.10022000000000002 0.089480000000000018 0.10969000000000002 0.10455500000000002 0.087505000000000013 -0.11103499999999998 0.090205000000000007 0.088895000000000016 0.10311000000000002 -0.22699999999999995 -0.092879999999999976 -0.087099999999999997 0.11579500000000002 0.099400000000000002 0.090375000000000025 0.085955000000000018 0.11297500000000001 -0.078464999999999993 0.0027400000000000007 0.090950000000000017 0.10859000000000001 0.62931500000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 8 10 9 -7 11 13 -13 -8 15 16 17 -15 -19 -20 21 22 23 24 27 -26 -24 28 29 -21
right_child=1 -3 3 4 5 6 7 -9 -10 -11 -12 12 -14 14 -16 -17 -18 18 19 20 -22 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.2393960059853272e-05 1.8523699880461212e-05 -2.8912400466651891e-06 1.8021965500358841e-05 1.3997845039268905e-05 -3.2069344773765846e-05 3.7288550417524465e-07 1.2428576934325975e-05 -6.6598842241463979e-05 6.7425667411669116e-05 -3.0116810139588777e-05 2.1515540538530331e-05 1.7941443673827542e-05 -1.0236557623270697e-05 -1.5866555104366855e-05 -2.082804164404349e-05 -1.3466466907630093e-05 1.4057888325424983e-05 1.5706093833094721e-05 -1.5123413989029993e-05 -1.8455766640380051e-08 1.3570808196163853e-05 -1.372749578043416e-05 4.6940933186436139e-06 2.2917595063890159e-05 -2.7760824584040973e-05 2.2636576356186807e-06 -2.3348075579964315e-05 1.5632020610540237e-05 1.4705950674066447e-05 -1.54253296154425e-05
leaf_weight=27 25 28 32 29 23 173 25 22 20 20 23 39 27 20 21 20 32 28 23 2228 20 30 21 22 26 24 22 26 22 23
leaf_count=27 25 28 32 29 23 173 25 22 20 20 23 39 27 20 21 20 32 28 23 2228 20 30 21 22 26 24 22 26 22 23
internal_value=0 7.21015e-06 -1.24556e-07 -1.56205e-08 -2.07446e-07 -3.45685e-07 -9.89339e-08 -4.02053e-07 3.80604e-06 -2.78667e-06 1.32969e-07 -4.92466e-08 6.41408e-06 -2.11259e-07 -3.32423e-07 -1.6605e-07 -6.24239e-08 -2.40668e-07 -1.16407e-07 -2.94545e-07 -1.56126e-07 -2.68458e-07 -1.01196e-07 7.20349e-08 -1.41929e-07 -1.33491e-05 -9.65306e-06 1.45307e-07 -3.18395e-08 -1.75878e-07
internal_weight=0 53 3068 3041 3009 2980 2957 2744 213 193 2722 2699 66 2633 2608 2587 2567 2535 2515 2487 2464 2444 2414 2371 2349 50 43 2299 2273 2251
internal_count=3121 53 3068 3041 3009 2980 2957 2744 213 193 2722 2699 66 2633 2608 2587 2567 2535 2515 2487 2464 2444 2414 2371 2349 50 43 2299 2273 2251
is_linear=0
shrinkage=0.1


Tree=5044
num_leaves=31
num_cat=0
split_feature=1211 403 15 13 403 1186 1185 394 128 128 1185 394 1176 12 3 3 42 402 1213 1213 1212 15 1209 133 3 49 2 1209 2 1375
split_gain=3.34127e-07 1.18195e-06 1.66593e-06 1.57027e-06 1.49205e-06 3.40945e-07 5.2056e-07 3.83093e-07 3.44554e-07 6.07045e-07 8.63163e-07 6.62067e-07 6.05744e-07 4.28116e-07 3.954e-07 1.55403e-06 6.20728e-06 1.69543e-06 1.22199e-06 6.1834e-06 2.58554e-06 3.51773e-06 1.71945e-06 1.70314e-06 1.17983e-06 2.22063e-06 3.25406e-06 1.11858e-06 8.81149e-07 4.447e-06
threshold=0.087635000000000005 -0.074254999999999988 0.089165000000000008 -0.084319999999999992 -0.014954999999999998 -0.095479999999999982 -0.083264999999999992 -0.15150999999999998 0.11596500000000001 0.10773500000000001 0.090595000000000009 -0.09139499999999999 1.0000000180025095e-35 0.11418000000000002 -0.082594999999999988 -0.082284999999999983 0.085730000000000015 0.15960500000000002 -0.077519999999999992 -0.087969999999999979 -0.092474999999999988 0.085315000000000016 -0.077594999999999983 -0.093189999999999981 -0.081574999999999995 0.08610000000000001 0.084055000000000005 -0.087199999999999986 0.087015000000000023 -0.15308499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 -1 -7 -8 9 10 11 -9 14 -10 27 16 -16 18 19 20 23 -22 -20 -17 25 26 -24 -13 -29 -30
right_child=1 3 -4 4 -6 6 7 8 13 -11 -12 12 -14 -15 15 17 -18 -19 22 -21 21 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=-1.0839924810473653e-05 2.7520336568289041e-06 1.7683739120652069e-05 3.8379004139902207e-05 -2.478425785998947e-05 5.0916054661342969e-06 1.5953153592818126e-05 -1.0948601034628652e-05 1.4829185232277572e-05 9.9213090531217545e-07 1.6200198388105491e-05 -1.8610698676639004e-05 2.4390201932484553e-05 -1.4483386561206034e-05 -1.920017503899934e-05 2.2631375205015678e-05 -1.7779831413745655e-06 -4.9290342316713323e-05 -2.7959662408896043e-05 2.8350730435704463e-05 6.0457588078861589e-05 1.0425283217045945e-05 -4.817484299175184e-05 2.0541610730880939e-06 3.5119801577820911e-05 -4.8050984975039256e-07 1.3393819723284611e-05 -4.5431667874048972e-05 -2.0587992037141426e-06 5.0060101275448685e-05 2.0609546465623552e-06
leaf_weight=30 35 28 21 35 32 20 33 30 21 23 25 21 29 21 21 29 28 22 20 20 20 21 27 22 1376 23 31 484 20 553
leaf_count=30 35 28 21 35 32 20 33 30 21 23 25 21 29 21 21 29 28 22 20 20 20 21 27 22 1376 23 31 484 20 553
internal_value=0 4.58879e-06 1.61121e-05 -2.20393e-06 -1.05152e-05 -2.33306e-07 -1.25075e-07 -2.352e-07 -1.1274e-07 1.99958e-08 -1.11877e-07 5.34683e-08 -1.06731e-07 -9.10402e-06 4.55418e-08 -9.22863e-07 -1.84667e-05 -3.8925e-07 -7.53216e-09 1.0063e-05 -8.92303e-07 -1.95894e-05 -7.71177e-07 1.41387e-05 -1.17093e-06 -1.28995e-05 -2.33262e-05 1.53678e-06 1.08274e-06 3.73632e-06
internal_weight=0 151 56 95 67 2970 2940 2920 2887 2845 2822 2797 2767 42 2738 1660 49 1611 1589 112 92 41 1477 51 1457 81 58 1078 1057 573
internal_count=3121 151 56 95 67 2970 2940 2920 2887 2845 2822 2797 2767 42 2738 1660 49 1611 1589 112 92 41 1477 51 1457 81 58 1078 1057 573
is_linear=0
shrinkage=0.1


Tree=5045
num_leaves=31
num_cat=0
split_feature=132 132 15 1186 390 133 399 2 133 3 400 3 1213 1211 1212 1211 402 15 402 401 15 15 15 1212 51 15 1213 1447 158 2
split_gain=3.0618e-07 1.78218e-06 7.82287e-07 8.27167e-07 3.19919e-07 6.89973e-07 3.0006e-07 4.6083e-07 5.62209e-07 5.68523e-07 4.20903e-07 4.53388e-07 2.91721e-07 3.08592e-07 1.44314e-06 4.77052e-07 4.93404e-07 1.05922e-06 9.70562e-07 3.78578e-07 3.49435e-07 1.59988e-06 1.59818e-06 1.4198e-06 2.90402e-06 8.56218e-06 2.75052e-06 1.24471e-06 2.52302e-06 1.44315e-06
threshold=-0.083174999999999985 -0.050879999999999988 0.092400000000000024 0.049580000000000006 0.087590000000000015 -0.089569999999999983 0.087805000000000008 0.084055000000000005 -0.37971999999999995 -0.085709999999999995 0.10645500000000001 -0.087044999999999983 0.51370000000000016 0.11671000000000002 0.13613500000000003 0.10326000000000002 -0.45015499999999992 0.086495000000000002 -0.41596499999999997 -0.099524999999999988 0.088235000000000022 0.087685000000000013 0.088495000000000018 -0.089544999999999986 0.090560000000000015 0.094425000000000023 -0.16396999999999998 -0.08039499999999998 0.10874500000000002 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 12 -6 7 -1 -9 -10 11 -8 13 15 -15 16 17 -3 -18 -20 21 -21 -22 26 27 -26 -24 28 -25 -29
right_child=1 4 -4 -5 5 -7 10 8 9 -11 -12 -13 -14 14 -16 -17 18 -19 19 20 22 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=-1.2837403280554424e-05 2.5845913741149063e-05 5.714854705729522e-06 -2.0242863072780894e-05 -2.0223576800725868e-05 2.2047995330467529e-05 -4.2193405579382669e-06 4.4167209521022059e-07 -1.0586902408249444e-05 -2.0621945825243735e-06 1.9332847825906991e-05 -6.4058401321176461e-06 1.954786876012804e-05 1.1942812534471159e-05 -2.6358721685359013e-05 1.075652147846995e-05 1.2493392334060141e-05 2.1929062442609392e-05 -2.6082603091543372e-05 -1.2956552539771625e-05 -2.8963317499811536e-07 2.9920709848738625e-05 -2.1269137991222689e-05 -2.3325709756544056e-06 -2.6356663149785258e-05 -6.9195384869248224e-05 7.0346662208222136e-06 4.5872369000790065e-05 -9.6856502670069266e-07 1.340994262540739e-05 1.1890691677791665e-05
leaf_weight=31 27 20 25 21 20 20 23 25 27 23 20 27 20 22 20 30 20 22 23 2067 20 37 29 39 23 41 20 192 27 160
leaf_count=31 27 20 25 21 20 20 23 25 27 23 20 27 20 22 20 30 20 22 23 2067 20 37 29 39 23 41 20 192 27 160
internal_value=0 2.74091e-07 -3.57923e-06 -1.46455e-06 3.36871e-08 8.91433e-06 7.7374e-07 -2.58166e-06 1.65738e-06 7.77952e-06 5.85477e-06 1.0759e-05 -9.17457e-08 -1.7734e-07 -8.6848e-06 -4.8346e-08 -1.85664e-07 -1.0941e-05 -1.82358e-08 -1.82144e-07 -7.14805e-08 -6.58569e-07 2.17033e-06 1.12511e-06 -5.23585e-07 -2.03605e-05 1.73429e-05 2.51365e-06 -1.00885e-05 4.87655e-06
internal_weight=0 2899 222 197 2872 40 176 106 75 50 70 50 2832 2812 42 2770 2740 42 2698 2678 2655 2104 551 531 482 64 49 418 66 352
internal_count=3121 2899 222 197 2872 40 176 106 75 50 70 50 2832 2812 42 2770 2740 42 2698 2678 2655 2104 551 531 482 64 49 418 66 352
is_linear=0
shrinkage=0.1


Tree=5046
num_leaves=31
num_cat=0
split_feature=402 401 132 1204 132 1186 1185 15 15 52 1209 2 1209 1212 1212 2 401 391 133 16 129 1212 128 0 16 128 128 14 142 14
split_gain=2.9873e-07 3.5411e-07 3.22749e-07 7.11502e-07 4.04662e-07 8.59909e-06 7.134e-06 7.67347e-07 3.49875e-07 6.31381e-07 3.15927e-07 2.16854e-06 8.30232e-07 3.82512e-07 2.92671e-06 1.84753e-06 6.23159e-07 1.37957e-06 5.90346e-07 1.0801e-06 5.12933e-07 4.47217e-07 4.08219e-07 9.25985e-07 1.84151e-06 8.75017e-07 1.01943e-06 7.28189e-07 2.07869e-06 1.78636e-06
threshold=0.31278000000000006 0.13699500000000003 -0.44750499999999993 0.053645000000000005 -0.083284999999999984 1.0000000180025095e-35 -0.083264999999999992 0.087685000000000013 0.084510000000000016 0.008405000000000001 -0.084519999999999984 0.080205000000000012 -0.067109999999999989 -0.089544999999999986 -0.064959999999999976 0.08734500000000002 0.10632500000000002 -0.087114999999999984 -0.49970500000000001 -0.080954999999999985 -0.04689999999999999 -1.0000000180025095e-35 0.093785000000000021 -0.077429999999999985 -0.082179999999999989 0.089035000000000017 0.085955000000000018 0.078235000000000013 -0.057499999999999989 0.085220000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -6 8 9 -4 11 -8 -12 15 -15 -14 17 -16 19 -19 -20 -22 25 24 -24 26 27 28 -23 -29
right_child=-2 -3 3 -5 6 -7 10 -9 -10 -11 12 -13 13 14 16 -17 -18 18 20 -21 21 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-1.0142211079167488e-05 1.1886764384273972e-05 -1.2722388386133719e-05 4.8039906237686066e-06 1.6584898573385617e-05 -5.8379582731590959e-05 6.4598578250124345e-05 1.7353503525638107e-05 -1.9396626689390711e-05 9.1164434628620356e-06 -1.1764463195741765e-05 1.7722456831742656e-05 -2.2712502733546509e-05 -3.8697514860864933e-06 -3.1718489757120808e-05 -2.611909155803005e-05 2.50551523790551e-05 1.329089121403134e-05 2.7540116885079029e-05 1.4289972037659028e-05 -2.5660320156580733e-06 1.4426031391069825e-05 3.1119165194987936e-05 1.4351012318262032e-05 1.9140479458071372e-05 -1.9724617158482064e-05 -2.1319832778772256e-05 2.216632115050743e-05 -3.2668424847770441e-05 -4.8974637335620967e-07 9.8650435604766882e-07
leaf_weight=31 21 22 46 26 21 21 22 26 29 46 27 35 63 29 20 34 36 22 25 26 21 21 35 35 29 20 20 24 2242 46
leaf_count=31 21 22 46 26 21 21 22 26 29 46 27 35 63 29 20 34 36 22 25 26 21 21 35 35 29 20 20 24 2242 46
internal_value=0 -8.05237e-08 9.83403e-09 1.1312e-07 -2.86427e-08 4.74079e-06 -3.09493e-07 -3.81032e-06 -4.61197e-07 -3.48024e-06 1.21112e-07 -7.24843e-06 2.72486e-07 1.01034e-07 -1.24647e-07 6.26887e-06 2.2479e-07 4.28948e-08 2.46807e-07 1.12326e-05 3.73877e-08 -1.05538e-07 -2.28986e-07 6.06251e-06 -1.08951e-06 -4.91463e-07 -3.14426e-07 -5.07146e-07 -1.96425e-07 -1.05523e-05
internal_weight=0 3100 3078 3047 3021 168 2853 147 121 92 2832 57 2775 2748 2651 97 2622 2586 2566 48 2518 2493 2472 99 64 2373 2353 2333 2263 70
internal_count=3121 3100 3078 3047 3021 168 2853 147 121 92 2832 57 2775 2748 2651 97 2622 2586 2566 48 2518 2493 2472 99 64 2373 2353 2333 2263 70
is_linear=0
shrinkage=0.1


Tree=5047
num_leaves=31
num_cat=0
split_feature=132 1185 393 50 2 399 403 132 16 142 1429 156 1429 2 457 484 43 158 159 159 48 16 1374 43 43 0 52 4 51 52
split_gain=2.91959e-07 2.21326e-06 8.88666e-07 5.5094e-07 2.9315e-07 4.51181e-07 4.81592e-07 6.40752e-07 7.10747e-07 2.55122e-07 2.57589e-07 1.08242e-06 4.261e-07 2.69609e-07 1.07508e-06 1.01302e-06 2.80519e-06 1.88556e-06 9.23033e-07 1.0432e-06 9.54429e-07 1.25705e-06 8.69201e-07 7.53692e-07 1.33955e-06 1.01707e-06 1.23125e-06 1.09411e-06 8.3827e-07 2.42873e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.10483000000000002 0.09227500000000001 0.10497000000000002 0.090310000000000015 -0.089609999999999981 -0.095229999999999995 -0.073404999999999984 -1.0000000180025095e-35 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.11411 0.41269500000000009 0.090535000000000018 -1.0000000180025095e-35 0.107145 0.091070000000000012 0.10991500000000003 -0.072824999999999987 -0.53943499999999989 -0.096434999999999979 -0.081154999999999991 -0.10603999999999998 -0.060129999999999996 0.10263500000000002 -0.049534999999999989 -0.17083999999999996 -0.016329999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 -8 -3 -11 12 -12 14 22 17 -17 18 20 -20 -15 -22 -14 24 -23 28 27 -27 -25 -30
right_child=1 9 -4 -5 -6 -7 7 -9 -10 10 11 -13 13 15 -16 16 -18 -19 19 -21 21 23 -24 25 -26 26 -28 -29 29 -31
leaf_value=1.5616147478188699e-05 3.2614173150726684e-05 -1.0026321455370635e-05 -1.981707804400779e-05 -1.4290439174955182e-05 9.2422286200287215e-06 -1.1828083113414323e-05 1.3568380991808439e-05 -1.4673690148583774e-05 -9.8302104080836402e-06 -1.1189150673089899e-05 -1.2467211074825478e-05 2.338120839340263e-05 -1.8168129692639924e-05 -1.9962388938912902e-05 2.3662001583488747e-05 -4.4005723257214417e-05 7.7405546645340195e-06 2.6597388424913032e-05 -2.8279777974923355e-05 1.055404705270617e-06 2.3633518883244784e-05 -1.5805137414512192e-06 5.7860379980629169e-07 1.99948698454219e-05 2.94775613535118e-05 1.5223071350192186e-05 -2.9588423058999916e-05 -1.3422681654446934e-05 -2.9222613117478133e-05 7.4471853471463062e-06
leaf_weight=21 21 25 29 27 35 30 34 25 21 20 27 20 25 23 20 20 22 24 27 22 23 41 2312 22 21 20 27 40 24 73
leaf_count=21 21 25 29 27 35 30 34 25 21 20 27 20 25 23 20 20 22 24 27 22 23 41 2312 22 21 20 27 40 24 73
internal_value=0 2.67656e-07 -3.49511e-06 -1.04259e-06 1.11219e-06 -1.05996e-06 2.13849e-06 -1.3994e-06 4.63437e-06 3.16319e-08 1.19767e-07 1.99604e-07 3.47861e-08 1.55947e-07 5.75634e-07 -2.14988e-06 -1.69005e-05 -5.4904e-07 -2.34384e-06 -1.51089e-05 -3.51849e-07 1.19812e-06 3.78061e-07 -7.27301e-07 8.93916e-06 -3.63662e-06 -1.18544e-05 -3.8741e-06 2.37134e-06 -1.62575e-06
internal_weight=0 2899 222 193 166 131 101 80 55 2878 2853 2833 2813 2786 2357 429 42 387 363 49 314 291 2337 268 62 206 87 60 119 97
internal_count=3121 2899 222 193 166 131 101 80 55 2878 2853 2833 2813 2786 2357 429 42 387 363 49 314 291 2337 268 62 206 87 60 119 97
is_linear=0
shrinkage=0.1


Tree=5048
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 16 16 2 2 132 1210 52 16 1210 1212 16 12 1212 13 3 12 1429 483 482 483 3 3 3 0 4 52
split_gain=2.88121e-07 7.99023e-06 4.0593e-06 1.5856e-06 2.51476e-07 4.33992e-07 6.61109e-07 4.06671e-07 3.20517e-07 2.45933e-07 2.68442e-06 4.28806e-06 6.26746e-07 4.02089e-07 1.71784e-06 1.71027e-06 8.66023e-07 1.23944e-06 6.15449e-07 3.15599e-07 1.72245e-06 1.2429e-06 1.6984e-06 2.38086e-06 1.93372e-06 3.31308e-06 3.54794e-06 1.72136e-06 1.51949e-06 1.37579e-06
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.080344999999999986 -0.097644999999999996 0.087545000000000026 0.097385000000000013 -0.095229999999999995 -0.13847499999999999 0.087765000000000024 -0.082039999999999988 -0.090569999999999998 -0.089079999999999979 -0.092484999999999984 0.086915000000000006 -0.063924999999999996 -0.063184999999999977 -0.078244999999999995 0.094580000000000011 -0.067934999999999982 -0.21875499999999998 0.098465000000000011 0.098395000000000024 -0.072894999999999988 -0.076669999999999988 -0.077644999999999978 -0.070499999999999993 -0.50052499999999989 0.098380000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 8 -6 -7 10 11 -4 -11 14 -14 -16 17 -15 -17 -18 -21 -22 23 24 25 26 28 -27 -23 -26
right_child=2 -3 9 -5 7 6 -8 -9 -10 12 -12 -13 13 16 15 18 19 -19 -20 20 21 22 -24 -25 29 27 -28 -29 -30 -31
leaf_value=8.5891133639961488e-06 -4.3055838102129039e-05 5.9257454663368314e-05 5.4323243930411997e-05 -2.9727156556873526e-05 -3.1003404122505653e-06 6.3141438345312428e-06 -2.2289448402261769e-05 1.2483064470228891e-05 -7.9020151351219933e-06 -1.6886638596505774e-05 -2.2781549653570567e-05 -1.0375754711622861e-05 -2.7808029820638087e-05 3.1076595876749546e-05 2.5949447470858495e-05 -1.4969400654197858e-05 6.5838420258795245e-07 -1.4681632746942343e-06 3.7424933282181886e-06 -2.664172999444687e-05 2.3697034603173964e-05 2.7167735598119356e-05 -2.4812905418608959e-05 2.7000923631324746e-05 -4.2941634695165231e-06 4.6406641989881831e-05 -4.0430322653926191e-05 7.7176986055944678e-06 -8.516309174462258e-07 -2.4521015710082074e-05
leaf_weight=25 22 23 20 20 33 29 20 34 35 22 21 21 27 22 21 39 2042 25 32 27 20 21 30 30 92 23 22 23 247 53
leaf_count=25 22 23 20 20 33 29 20 34 35 22 21 21 27 22 21 39 2042 25 32 27 20 21 30 30 92 23 22 23 247 53
internal_value=0 3.49758e-06 -2.63941e-07 -3.04567e-06 -1.36849e-08 -2.97726e-06 -6.41963e-06 4.80766e-06 -1.46032e-06 6.29416e-08 6.29293e-06 2.11847e-05 -7.41269e-08 5.81603e-08 -5.62962e-06 8.79256e-07 3.10998e-07 1.37656e-05 -6.53587e-06 7.05553e-08 -1.97085e-06 -7.83482e-07 -1.68849e-06 -3.30894e-07 -2.03558e-06 2.12965e-06 -1.82516e-06 2.70622e-05 1.34392e-06 -1.16874e-05
internal_weight=0 219 2902 196 176 109 84 67 64 2880 62 41 2818 2796 119 92 2677 47 71 2630 588 561 541 511 481 336 290 46 268 145
internal_count=3121 219 2902 196 176 109 84 67 64 2880 62 41 2818 2796 119 92 2677 47 71 2630 588 561 541 511 481 336 290 46 268 145
is_linear=0
shrinkage=0.1


Tree=5049
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1208 1209 3 1209 15 401 0 133 1213 1210 133 133 0 133 133 16 42 3 133 4 15 15 481 4 2 42
split_gain=2.88081e-07 2.35871e-06 1.20213e-06 2.53094e-07 5.23852e-07 3.74952e-07 3.30277e-06 4.66791e-07 2.12926e-06 3.40249e-07 2.03124e-06 9.05076e-07 8.30366e-07 7.48124e-07 2.96917e-07 2.83015e-06 5.36698e-06 2.17847e-06 2.15762e-06 1.60625e-06 1.30247e-06 9.47822e-07 4.06203e-06 3.68989e-06 3.56997e-06 2.43907e-06 1.92512e-06 1.14645e-06 2.20436e-06 4.43332e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11846000000000001 0.10683000000000002 -0.087714999999999987 -0.082404999999999992 -0.065739999999999979 0.087575000000000014 -0.078179999999999986 -0.071719999999999992 0.51114000000000004 -1.0000000180025095e-35 0.014175000000000002 0.091935000000000003 0.090445000000000011 -0.082724999999999979 0.093255000000000018 0.089405000000000012 -0.012324999999999997 -0.23037499999999997 -0.085784999999999986 0.11524500000000001 -0.085594999999999991 -0.055554999999999993 0.087575000000000014 -0.065229999999999996 0.056795000000000005 0.096540000000000015 0.096450000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 8 -7 10 12 13 -9 14 15 18 -17 -16 20 -20 -11 22 24 -23 -19 -24 -25 28 -28 -30
right_child=1 3 -4 -5 -6 7 -8 9 -10 11 -12 -13 -14 -15 17 16 -18 21 19 -21 -22 23 25 26 -26 -27 27 -29 29 -31
leaf_value=-7.3363335710989007e-07 3.365834206869338e-05 3.9992515448830095e-05 -2.3247677922376577e-05 1.0248475416574366e-05 -1.5094636791732427e-05 -3.3658966778949392e-05 -1.2830502931859069e-05 6.4323008614613203e-06 9.1531441844731143e-06 2.0973513225423328e-05 3.1563209267915228e-05 -1.5865052179404103e-05 -1.8319564696867021e-05 1.6357709663290216e-05 -2.7650780268118069e-05 -7.7026948365528375e-06 5.9232087790445328e-05 2.4364032151424908e-06 -3.7143532002422341e-06 -4.1122715087608827e-05 -1.0330414590746154e-08 -4.1756918444760862e-05 7.2203760613443924e-06 2.9166320437720322e-05 6.2185625292840999e-05 -3.6375165338887163e-05 2.0287774545327661e-06 7.1916962093690042e-06 2.4414028677218389e-06 -6.1307103296712737e-05
leaf_weight=195 21 20 27 24 23 21 29 33 26 30 23 36 23 28 32 25 23 20 24 22 2113 23 33 21 20 21 70 71 24 20
leaf_count=195 21 20 27 24 23 21 29 33 26 30 23 36 23 28 32 25 23 20 24 22 2113 23 33 21 20 21 70 71 24 20
internal_value=0 2.65863e-07 -3.47183e-06 2.22074e-08 -6.37878e-08 5.83279e-08 8.72991e-06 -9.44067e-08 -9.97567e-06 7.53993e-08 6.54266e-06 -1.16963e-07 -3.73364e-06 9.94233e-08 -7.62063e-08 3.50158e-07 2.43702e-05 -2.7629e-06 -1.7655e-07 -2.16053e-05 2.83424e-07 -2.9723e-07 8.15781e-06 -3.76786e-06 3.2311e-05 -9.73345e-06 4.73637e-07 -2.78337e-06 -8.99591e-06 -2.65352e-05
internal_weight=0 2899 222 2878 2854 2831 49 2782 47 2735 79 2656 56 2620 2592 2237 48 355 2189 46 2143 323 94 229 40 54 206 185 114 44
internal_count=3121 2899 222 2878 2854 2831 49 2782 47 2735 79 2656 56 2620 2592 2237 48 355 2189 46 2143 323 94 229 40 54 206 185 114 44
is_linear=0
shrinkage=0.1


Tree=5050
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 42 12 132 0 130 40 12 3 1212 401 47 46 46 1456 160 1456 1455 1456 1456 403 403 1210 403 1209 1209 1456
split_gain=2.86624e-07 7.99413e-06 3.83524e-06 1.70089e-06 2.64002e-07 3.33279e-07 2.96407e-07 6.63663e-07 2.54629e-07 6.03737e-07 4.28873e-07 3.72416e-07 3.03279e-07 6.09179e-07 3.31286e-07 3.34137e-07 5.53703e-07 6.75705e-07 9.45571e-07 5.66718e-07 8.91231e-07 4.90448e-07 5.78887e-07 1.21587e-06 5.38379e-07 1.49794e-06 9.76917e-07 6.89333e-07 2.66478e-06 4.51004e-07
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.015274999999999999 0.087385000000000004 -0.41094499999999995 -0.079119999999999982 -0.23123999999999997 -0.24290999999999999 0.13043000000000002 -0.049509999999999992 -0.52517999999999987 0.13274500000000003 0.14174500000000004 0.10562000000000001 0.083550000000000013 0.11510000000000002 -0.011159999999999998 0.092265000000000014 0.085560000000000011 0.088395000000000015 0.085790000000000019 -0.55327499999999985 -0.54856499999999986 -0.13847499999999999 -0.5341999999999999 -0.085894999999999985 -0.077874999999999986 0.081770000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -6 -1 -8 -4 -10 12 -12 -11 14 15 16 17 19 -19 21 -21 22 23 -14 -25 -26 -27 -28 -29 -30
right_child=2 -3 8 -5 5 -7 7 -9 9 10 11 -13 13 -15 -16 -17 -18 18 -20 20 -22 -23 -24 24 25 26 27 28 29 -31
leaf_value=1.112136036520978e-05 -4.1857423391113777e-05 6.215447501095436e-05 1.0534163206814455e-05 -3.0384055630747753e-05 2.6810774102159486e-06 -1.1537672108876424e-05 5.8979694288361568e-06 -1.4331089724968795e-05 -1.7343340232400806e-05 1.1910004104720429e-05 1.8678951575724491e-05 2.599141918749194e-07 2.472318464242562e-05 -1.5387749506491952e-05 -1.2230650099809282e-05 1.2364212145919076e-05 -1.5809644878572726e-05 2.7679385467698536e-05 -2.7024693235944144e-06 -2.4568743926541475e-05 1.4824976586106491e-06 1.243492118874201e-05 -1.211232708252889e-05 -1.5975862160779623e-05 2.0644400314527699e-05 -2.1666635421708983e-05 -1.5068805290259965e-05 3.6533281308948064e-05 7.8141883586109462e-08 -9.6165232342136001e-06
leaf_weight=34 22 21 23 20 32 34 55 23 20 21 23 21 20 26 22 22 22 21 20 24 29 32 39 21 35 21 30 20 2319 49
leaf_count=34 22 21 23 20 32 34 55 23 20 21 23 21 20 26 22 22 22 21 20 24 29 32 39 21 35 21 30 20 2319 49
internal_value=0 3.48847e-06 -2.63263e-07 -2.73368e-06 3.73107e-07 -4.64373e-06 3.32946e-06 -6.70096e-08 5.44698e-08 -2.9896e-08 9.21586e-08 9.88805e-06 -6.21626e-08 -1.52861e-07 -8.61205e-09 9.00975e-08 -9.83977e-09 1.1986e-07 1.2859e-05 -7.80571e-08 -1.03143e-05 1.31734e-07 -2.24169e-08 1.65061e-07 -3.17978e-08 1.0354e-07 -1.91224e-07 -4.71346e-09 1.84534e-07 -1.22466e-07
internal_weight=0 219 2902 198 178 66 112 78 2880 2857 2837 44 2793 2772 2746 2724 2702 2680 41 2639 53 2586 2554 2515 2495 2474 2439 2418 2388 2368
internal_count=3121 219 2902 198 178 66 112 78 2880 2857 2837 44 2793 2772 2746 2724 2702 2680 41 2639 53 2586 2554 2515 2495 2474 2439 2418 2388 2368
is_linear=0
shrinkage=0.1


Tree=5051
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 2 3 399 1186 15 401 4 130 4 403 12 133 12 16 42 1212 1210 13 0 40 2 481 481 402 13 13
split_gain=2.84471e-07 2.4762e-06 7.4949e-07 2.6822e-07 4.84096e-07 1.40785e-06 5.85059e-07 3.38311e-07 5.4006e-07 2.51689e-07 1.85677e-06 3.53119e-06 1.78335e-06 1.85544e-06 3.00923e-06 7.0708e-06 3.11395e-06 2.89296e-06 7.00697e-07 6.51377e-07 1.55173e-06 1.53427e-06 5.38425e-07 4.66185e-07 5.46195e-07 1.26314e-06 3.53595e-06 2.71767e-06 1.1341e-06 4.09359e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11418000000000002 0.089725000000000013 -0.073309999999999986 0.085965000000000014 -0.0046349999999999994 0.084655000000000022 0.076195000000000013 -0.083644999999999983 0.087100000000000025 -0.081374999999999989 -0.0047449999999999992 0.088245000000000004 -0.083244999999999986 0.090695000000000012 -0.08595499999999999 0.093505000000000019 -0.08867499999999999 -0.099939999999999987 -0.068269999999999983 -0.096374999999999975 -0.24452499999999996 0.087625000000000022 -0.087424999999999989 -0.13925499999999996 0.10323000000000002 -0.088589999999999988 -0.092094999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 -8 -9 19 11 -11 -12 17 15 22 -16 -14 -18 21 -21 -3 -15 -22 25 26 -25 28 29 -27
right_child=1 9 -4 -5 5 -7 7 8 -10 10 12 -13 13 14 16 -17 18 -19 -20 20 23 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-1.5798990360898253e-05 3.4478247246061946e-05 3.3019525744748535e-05 -1.906499292764002e-05 -8.7054289848217598e-06 -7.924047056601719e-06 2.4369128611094007e-05 1.191355720601721e-05 6.0989141337782273e-06 -1.4180457410854312e-05 -3.8776551529216316e-05 2.9034439267845649e-05 1.1663641200119974e-05 4.3470012453672969e-05 1.0499833606445464e-05 3.4303733291044077e-05 -7.2124188839097777e-05 -1.5419425135910894e-05 -8.4201163603707261e-06 6.1244164883716559e-06 -1.9949297679407835e-05 1.5247810495652848e-05 -3.244612344133202e-06 -1.0177999387023567e-05 1.160762388688705e-05 -1.0081983450178764e-06 -1.1288228569066012e-06 -3.8680577932205377e-05 3.9286152432396197e-05 7.4195938472143098e-07 3.6927466787413485e-05
leaf_weight=28 21 20 27 39 27 27 21 29 24 35 21 23 21 20 27 20 36 22 26 38 21 28 34 29 1411 91 27 20 867 41
leaf_count=28 21 20 27 39 27 27 21 29 24 35 21 23 21 20 27 20 36 22 26 38 21 28 34 29 1411 91 27 20 867 41
internal_value=0 2.64205e-07 -3.44999e-06 -1.28792e-06 5.6646e-07 8.22254e-06 -3.48676e-06 1.17192e-06 -3.0842e-06 1.45543e-08 -2.8062e-06 -1.87744e-05 1.27378e-06 -1.55619e-06 -6.43069e-06 -2.13316e-05 5.95884e-06 1.69216e-05 -6.38491e-06 3.24587e-07 1.06921e-07 1.18654e-05 -2.51954e-06 4.10924e-07 2.85592e-07 1.98377e-06 -1.26385e-05 2.78735e-06 2.05664e-06 1.06917e-05
internal_weight=0 2899 222 195 156 54 102 74 53 2878 285 58 227 206 163 74 89 43 62 2593 2545 48 54 2507 2486 1075 56 1019 999 132
internal_count=3121 2899 222 195 156 54 102 74 53 2878 285 58 227 206 163 74 89 43 62 2593 2545 48 54 2507 2486 1075 56 1019 999 132
is_linear=0
shrinkage=0.1


Tree=5052
num_leaves=31
num_cat=0
split_feature=132 1203 132 50 46 51 1456 13 483 13 2 1456 39 133 1455 481 484 1446 2 2 481 1453 2 51 1428 4 1420 47 16 16
split_gain=2.88063e-07 8.23068e-06 3.75659e-06 1.90881e-06 2.76848e-07 5.71962e-07 4.75401e-07 7.29035e-07 3.47812e-07 2.07753e-06 1.35057e-06 1.73839e-06 1.18071e-06 6.2425e-07 4.99624e-07 5.00099e-07 2.84188e-06 6.28851e-06 4.27924e-06 8.14694e-06 1.28242e-06 6.15375e-07 1.3891e-06 7.39628e-07 5.08077e-07 4.51263e-07 4.23478e-07 3.8385e-07 4.68937e-07 2.33286e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.076764999999999986 0.10022000000000002 0.084955000000000017 0.080335000000000018 0.11585000000000002 -0.059629999999999996 0.098395000000000024 -0.052719999999999996 0.096540000000000015 -0.074164999999999995 0.15619500000000003 0.081415000000000015 -0.097209999999999977 -0.081614999999999979 -0.081614999999999979 0.037915000000000011 0.083715000000000026 0.086330000000000004 -0.079504999999999978 -0.079219999999999985 0.087995000000000004 -0.44986999999999994 -0.042789999999999995 -0.015039999999999998 -0.08341999999999998 0.13975500000000002 -0.0094449999999999968 -0.0087049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 6 -6 8 -8 12 10 11 -10 14 -13 -4 16 18 -18 -16 -20 -17 22 -22 -23 -25 -21 -26 28 -28 -30
right_child=2 -3 4 -5 5 -7 7 -9 9 -11 -12 13 -14 -15 15 20 17 -19 19 25 21 23 -24 24 26 -27 27 -29 29 -31
leaf_value=4.748764110210298e-07 -4.2405438056275239e-05 6.3024860286358967e-05 -1.1703667961329402e-05 -3.2108001887536376e-05 2.0452744066119523e-05 -2.0409530538227746e-06 1.9202086230569133e-06 -2.4459647088406205e-05 2.4043085602076439e-05 2.6093970892751323e-05 -1.7784665136686171e-05 -1.6394144272958834e-05 -2.4393810390392902e-05 6.5942283332073465e-06 3.3516912768997527e-05 -2.4207594180387042e-05 -1.0769942390551378e-05 5.6868597325124684e-05 -6.7699378612153609e-05 1.7972423076917907e-05 2.4633640023239423e-05 -1.5787932067420722e-05 -9.3895921054354413e-06 1.4489087470792584e-05 1.2314915781004216e-05 -3.0161123231664536e-06 6.2095488583292815e-07 1.3175560837096004e-05 -3.0748420836955247e-05 -1.3442750667271159e-06
leaf_weight=178 21 21 36 20 20 26 22 20 31 35 36 27 20 21 21 22 27 28 22 21 30 30 20 24 27 20 1504 21 28 742
leaf_count=178 21 21 36 20 20 26 22 20 31 35 36 27 20 21 21 22 27 28 22 21 30 30 20 24 27 20 1504 21 28 742
internal_value=0 3.49721e-06 -2.63928e-07 -2.81632e-06 4.32471e-08 7.73892e-06 -8.16208e-08 -1.06416e-05 7.71763e-08 4.76142e-06 -1.73109e-06 5.58446e-06 -1.88672e-07 -6.33673e-06 -4.11136e-09 1.58697e-07 5.99352e-06 2.36642e-05 -5.57658e-06 -1.86077e-05 -1.72611e-07 4.53484e-08 1.10243e-05 -1.85691e-07 1.3826e-08 7.73411e-06 -1.35789e-07 -2.82268e-07 -4.06549e-07 -2.41352e-06
internal_weight=0 219 2902 198 2881 46 2835 42 2793 150 115 79 2643 48 2623 2587 139 55 84 63 2448 2426 50 2376 2346 41 2322 2295 2274 770
internal_count=3121 219 2902 198 2881 46 2835 42 2793 150 115 79 2643 48 2623 2587 139 55 84 63 2448 2426 50 2376 2346 41 2322 2295 2274 770
is_linear=0
shrinkage=0.1


Tree=5053
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1213 1211 1212 1211 1208 1208 42 42 2 133 42 52 13 133 3 401 133 42 403 403 42 3 16 42 43 1210 51
split_gain=2.75097e-07 2.07543e-06 1.04055e-06 2.46854e-07 3.41531e-07 1.09262e-06 5.93617e-07 2.83333e-07 3.93134e-07 5.64933e-07 2.03363e-06 1.33668e-06 2.1213e-06 1.29517e-06 2.23331e-06 1.17742e-06 1.51644e-06 1.85821e-06 9.08344e-07 1.02032e-06 9.44691e-07 5.82353e-07 1.36117e-06 4.6154e-07 4.03887e-06 1.4715e-06 1.26652e-06 4.75543e-07 1.81615e-06 1.63389e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.51370000000000016 0.11671000000000002 0.13613500000000003 0.10904000000000001 0.11846000000000001 0.10683000000000002 0.11551500000000002 0.11747 0.090425000000000019 0.41068500000000002 0.10306000000000001 0.10263500000000002 -0.064619999999999983 -0.025314999999999994 -0.026224999999999995 -0.06959499999999999 0.51114000000000004 0.10024000000000001 -0.5335399999999999 -0.49218499999999993 0.096450000000000022 -0.073309999999999986 0.058835000000000005 0.095885000000000012 0.0034250000000000005 -0.094799999999999982 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 8 9 13 -11 -12 -13 18 15 16 -15 -18 -3 20 21 -20 -23 26 -25 -26 27 28 -24 -29
right_child=1 3 -4 -5 5 -7 -8 -9 -10 10 11 12 -14 14 -16 -17 17 -19 19 -21 -22 22 23 24 25 -27 -28 29 -30 -31
leaf_value=-8.4515986804361984e-07 3.1582993562464951e-05 1.9893466495214735e-05 -2.1791489879458622e-05 1.1102342424464951e-05 -2.3173659165346787e-05 8.4739055478166857e-06 1.7257264044019394e-05 1.15393881146918e-05 -1.3139652992322226e-05 3.2639222702831223e-05 -1.7543660709028095e-05 -1.5341059735550368e-06 3.3889299745417452e-05 -1.8586691623481567e-05 -3.9488822817061609e-05 -2.2674170274209852e-05 3.5358923958570118e-05 -6.7091928767262114e-06 1.2720165480979112e-05 -1.9777089318477711e-05 1.7483604707165562e-05 -2.6251545873492434e-05 2.2714527805571075e-05 -3.4751099430252456e-05 -4.7539814848581357e-06 3.1973111217666885e-05 2.1732077338701522e-05 -1.3522788334297288e-06 4.9332317756774909e-08 -2.7405000468589878e-05
leaf_weight=195 21 23 27 20 24 20 20 21 23 24 30 73 22 21 22 24 21 21 35 26 31 20 36 32 24 20 27 222 1969 27
leaf_count=195 21 23 27 20 24 20 20 21 23 24 30 73 22 21 22 24 21 21 35 26 31 20 36 32 24 20 27 222 1969 27
internal_value=0 2.59808e-07 -3.39269e-06 3.12511e-08 -4.62233e-08 -8.7884e-06 9.04703e-08 -3.2413e-08 -1.20047e-07 -1.11553e-08 5.97722e-06 8.5812e-07 6.66921e-06 -3.54204e-07 -1.10239e-05 -3.82593e-06 3.35435e-06 1.43249e-05 1.12491e-07 -7.17791e-08 1.37938e-07 -8.49959e-08 -2.73545e-07 -5.3112e-08 -7.71932e-06 1.19402e-05 2.02316e-07 -5.55823e-08 4.56288e-07 -4.17727e-06
internal_weight=0 2899 222 2878 2858 44 2814 2794 2773 2750 149 125 95 2601 109 87 63 42 2492 2469 2443 2412 2377 2357 76 44 2281 2254 2005 249
internal_count=3121 2899 222 2878 2858 44 2814 2794 2773 2750 149 125 95 2601 109 87 63 42 2492 2469 2443 2412 2377 2357 76 44 2281 2254 2005 249
is_linear=0
shrinkage=0.1


Tree=5054
num_leaves=31
num_cat=0
split_feature=50 132 1211 50 50 43 44 48 403 50 49 50 0 393 475 51 16 15 480 52 1 13 403 2 402 42 1210 160 160 1374
split_gain=3.00929e-07 4.53441e-06 7.19571e-06 1.38561e-06 1.2976e-06 6.39396e-07 1.40309e-06 1.3674e-06 1.14015e-06 6.68728e-07 6.0678e-07 1.14906e-06 7.57454e-07 5.74627e-07 5.37074e-07 6.06902e-07 9.93142e-07 5.57506e-07 4.66856e-07 4.26715e-06 2.25427e-06 4.60327e-06 2.19323e-06 2.6947e-06 1.02448e-06 8.12626e-07 7.14883e-07 5.67838e-07 2.65416e-06 1.75217e-06
threshold=0.090630000000000016 -0.083284999999999984 0.11048500000000001 0.089915000000000009 0.09227500000000001 -0.025214999999999998 0.099360000000000018 0.096835000000000018 -1.0000000180025095e-35 0.095140000000000016 0.08610000000000001 0.11198000000000001 -0.090314999999999993 0.11146500000000002 -0.086279999999999982 -0.014904999999999998 -0.072359999999999994 -0.008624999999999999 0.086995000000000017 -0.0087299999999999982 0.092945000000000014 -0.079299999999999995 -0.53960999999999981 0.089320000000000024 0.23460000000000003 0.093175000000000022 -0.094799999999999982 -0.085764999999999994 -0.083899999999999988 0.088035000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 13 -3 9 7 8 -7 -6 12 -12 -11 18 -14 -16 -17 -18 22 -20 21 -21 23 -1 26 -23 -24 -28 -29 -30
right_child=1 2 -4 -5 5 6 -8 -9 -10 10 11 -13 14 -15 15 16 17 -19 19 20 -22 25 24 -25 -26 -27 27 28 29 -31
leaf_value=4.9468748256913395e-05 3.9939787385871271e-05 2.5067172853596273e-05 -4.9324782798164184e-05 -2.6015481195091051e-05 -1.8479450227459895e-05 2.7364668624483912e-05 -1.6698196680987498e-05 3.4667834424908508e-05 1.5668857055863301e-06 -1.6699156637486975e-05 2.8223533918207976e-05 -5.7836990997791022e-08 1.4482920935485956e-05 -1.3542320760961957e-05 -1.3164978847541804e-05 -1.3518919797240448e-05 1.5002482265999514e-06 2.1781653776997702e-05 -4.5914409746346378e-05 5.1466631521179811e-05 -2.213367652075249e-05 -1.7147706581454259e-05 1.6213437211936928e-05 2.2209989037946799e-07 -2.0730440777091041e-05 8.8977620812922549e-06 3.7284068436677513e-06 -3.383194683124202e-05 -8.0079605580774217e-07 2.0341175663816105e-05
leaf_weight=20 30 25 28 21 21 21 22 20 93 33 20 51 22 32 37 27 33 23 22 21 26 25 27 25 24 23 325 24 1960 40
leaf_count=20 30 25 28 21 21 21 22 20 93 33 20 51 22 32 37 27 33 23 22 21 26 25 27 25 24 23 325 24 1960 40
internal_value=0 2.23227e-06 -1.44252e-07 -4.31933e-07 2.92953e-06 1.62116e-06 6.70753e-06 1.05503e-05 6.31911e-06 -1.35065e-06 1.11562e-07 7.90875e-06 -3.05187e-06 -2.24819e-07 1.19686e-07 -2.51357e-06 2.23464e-06 9.83011e-06 -5.84799e-08 -6.22938e-06 2.96084e-06 1.24167e-05 2.36815e-07 2.21095e-05 -1.73298e-07 -4.66759e-06 3.43498e-08 -1.51617e-07 -7.74644e-07 -3.77957e-07
internal_weight=0 506 476 2615 448 423 156 134 114 267 246 71 175 2594 142 120 83 56 2562 117 95 69 2445 45 2400 48 2376 2349 2024 2000
internal_count=3121 506 476 2615 448 423 156 134 114 267 246 71 175 2594 142 120 83 56 2562 117 95 69 2445 45 2400 48 2376 2349 2024 2000
is_linear=0
shrinkage=0.1


Tree=5055
num_leaves=31
num_cat=0
split_feature=1211 50 132 50 132 1213 133 400 132 4 3 4 401 16 133 16 133 46 51 1428 473 16 1 120 2 33 34 34 9 3
split_gain=3.68674e-07 2.14813e-06 4.74784e-07 2.05593e-06 1.1641e-06 5.4375e-07 4.42043e-07 3.12136e-07 3.17622e-07 3.03625e-07 4.18249e-07 3.91104e-07 2.79189e-07 9.94255e-07 8.31971e-07 2.19367e-06 6.66307e-07 2.80898e-07 4.29968e-07 4.28134e-07 5.41077e-07 2.98171e-07 3.74415e-07 1.11168e-06 7.74599e-07 3.93265e-07 4.36188e-07 7.34779e-07 5.46194e-07 4.75585e-07
threshold=0.11048500000000001 0.096900000000000014 -0.083284999999999984 0.09227500000000001 -0.050879999999999988 0.087735000000000021 -0.011534999999999998 -0.089464999999999989 -0.088184999999999986 0.10924000000000002 -0.067429999999999976 -0.0096849999999999974 -0.13200999999999999 -0.067914999999999989 0.51114000000000004 -0.079504999999999978 0.41892500000000005 0.084955000000000017 0.080335000000000018 -0.071779999999999997 -0.072684999999999986 0.64105000000000001 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 -0.044254999999999996 -0.097449999999999981 -0.084034999999999985 0.091600000000000015 -0.0037349999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 5 -4 7 -2 -1 9 10 11 -9 13 -6 16 -16 17 19 -19 -14 -21 22 23 24 25 -22 -27 -28 29 -29
right_child=1 -3 4 -5 12 -7 -8 8 -10 -11 -12 -13 14 -15 15 -17 -18 18 -20 20 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=1.2756627211274464e-05 -1.0968975314454205e-05 3.3327097251210287e-05 2.1650373950251377e-05 -2.9978697641906494e-05 -5.5063210693333534e-06 -1.5691090977105142e-05 6.4657252848449454e-06 5.2708341704269898e-06 -9.9303800041149057e-06 -9.1112724129786896e-06 1.5278564178515807e-05 -1.0830539465380505e-05 -1.1699740900894541e-05 2.4407378332398367e-05 8.1144490753682806e-06 -3.7071016101565751e-05 1.8251800065627324e-05 1.8702258475968847e-05 -8.0047578614120054e-07 1.6322701885655988e-05 1.3538848489653383e-05 -9.6335045053696053e-06 1.3230842480316781e-05 -1.7624628976086064e-05 1.9198895703690747e-05 1.2937659119415912e-05 -1.6161504742019038e-05 -6.0716301501767797e-07 -1.3125844121475439e-05 3.1852789262632864e-06
leaf_weight=20 33 22 25 28 25 22 26 48 29 21 25 22 32 20 22 21 20 20 26 20 21 33 21 36 21 25 29 1979 32 397
leaf_count=20 33 22 25 28 25 22 26 48 29 21 25 22 32 20 22 21 20 20 26 20 21 33 21 36 21 25 29 1979 32 397
internal_value=0 6.65838e-06 -1.77413e-07 -4.70744e-06 1.67351e-07 -9.23513e-07 -3.28589e-06 1.0455e-06 -5.69831e-07 1.77031e-06 4.17571e-06 2.10402e-07 -2.44621e-08 7.78866e-06 -1.52081e-07 -1.39529e-05 6.67368e-08 -6.83677e-08 7.67897e-06 -2.03053e-07 -6.23133e-08 -1.88643e-07 -6.69408e-08 -1.76883e-07 7.39631e-08 -8.77862e-08 -2.04017e-07 -3.38831e-07 -1.48275e-07 2.65068e-08
internal_weight=0 81 3040 215 2825 187 59 165 145 116 95 70 2800 45 2755 43 2712 2692 46 2646 2614 2594 2561 2540 2504 2483 2462 2437 2408 2376
internal_count=3121 81 3040 215 2825 187 59 165 145 116 95 70 2800 45 2755 43 2712 2692 46 2646 2614 2594 2561 2540 2504 2483 2462 2437 2408 2376
is_linear=0
shrinkage=0.1


Tree=5056
num_leaves=31
num_cat=0
split_feature=402 402 402 1211 15 403 401 132 1203 394 12 13 52 12 133 49 12 133 2 130 12 130 12 42 1 12 0 15 155 16
split_gain=3.17692e-07 1.11989e-06 7.60438e-07 6.56876e-07 1.58633e-06 6.07615e-07 5.62384e-07 3.49571e-07 1.78743e-06 9.4914e-07 3.1443e-07 1.2997e-06 3.2228e-06 2.86261e-06 2.395e-06 1.68221e-06 5.92903e-07 9.14184e-07 1.33616e-06 5.40425e-07 2.18057e-06 7.53613e-07 5.22827e-07 4.91159e-07 3.69788e-06 9.4342e-07 1.77565e-06 9.34704e-07 7.42262e-07 6.71971e-07
threshold=-0.46900499999999995 -0.45015499999999992 -0.42072999999999994 0.11048500000000001 0.089165000000000008 -0.43370499999999995 -0.099524999999999988 -0.083284999999999984 0.089005000000000015 0.10969000000000002 0.11149500000000002 0.24813000000000004 0.12445000000000002 0.12757000000000002 0.032270000000000007 0.055245000000000009 0.10508500000000001 0.111585 0.11293500000000002 0.099750000000000019 0.094435000000000005 0.097445000000000018 0.089150000000000021 0.11799500000000002 0.090405000000000013 0.098810000000000023 -0.059114999999999994 0.087685000000000013 0.14230000000000001 0.63167000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 6 -5 -1 -4 8 -8 10 16 12 13 15 -15 -12 19 18 -18 21 22 23 -21 25 -25 28 27 -27 29 -9
right_child=1 2 3 4 -6 -7 7 9 -10 -11 11 -13 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-4.0808835863225837e-06 -1.844469650291792e-05 1.8601097491971981e-05 -1.4886366143903512e-05 -6.3133485734094101e-06 3.0438283212551263e-05 1.9211039762012662e-05 -7.5214248439921893e-07 1.9569722940758732e-07 -2.972343143028411e-05 2.0418096069672335e-05 3.1511555359677662e-05 -1.8516632701448545e-05 4.5173183498263828e-05 -3.5298744938115432e-05 8.25195380931963e-06 -4.1872489542914656e-06 1.0164731661261077e-05 -2.7276922646706226e-05 -2.1043025164702988e-05 5.8533680699342357e-06 3.3001024723944285e-05 -1.9546915791579525e-05 -1.6486328031533049e-05 3.6225234652402624e-05 -1.7108858789400144e-05 6.7076088612338935e-06 -3.0132264976903875e-05 -1.8587201009809397e-05 1.8865294497941034e-05 -1.3770448081881375e-05
leaf_weight=21 33 22 26 24 23 24 189 2195 24 23 33 21 20 28 23 22 34 20 23 22 24 20 20 26 26 48 30 21 21 35
leaf_count=21 33 22 26 24 23 24 189 2195 24 23 33 21 20 28 23 22 34 20 23 22 24 20 20 26 26 48 30 21 21 35
internal_value=0 -1.22032e-07 7.66689e-08 -5.82326e-08 1.16715e-05 8.34148e-06 -2.43605e-07 -1.14462e-07 -4.01651e-06 1.89427e-07 1.78708e-08 4.51569e-06 8.35441e-06 1.40747e-06 -1.56582e-05 1.7232e-05 -2.39899e-07 -8.88217e-06 -2.42787e-06 2.75669e-08 8.95564e-06 -2.15725e-07 -4.78458e-06 -5.47657e-08 9.55819e-06 -2.67478e-07 -9.82156e-06 -9.90812e-07 1.52715e-07 -2.35024e-08
internal_weight=0 3076 3043 3021 47 45 2974 2948 213 2735 2712 147 126 106 51 55 2565 77 57 2488 66 2422 42 2402 52 2350 99 69 2251 2230
internal_count=3121 3076 3043 3021 47 45 2974 2948 213 2735 2712 147 126 106 51 55 2565 77 57 2488 66 2422 42 2402 52 2350 99 69 2251 2230
is_linear=0
shrinkage=0.1


Tree=5057
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 133 402 43 133 401 401 42 42 402 12 15 4 402 130 3 1212 1210 1 12 10 4 12 15 39 9 33
split_gain=3.60062e-07 7.67368e-06 4.06168e-06 1.61299e-06 3.25961e-07 3.39633e-07 1.52578e-06 6.11701e-07 3.08602e-07 1.5761e-06 9.2641e-07 2.94475e-06 2.84674e-06 1.08797e-06 1.00162e-06 3.37128e-06 1.89547e-06 1.40336e-06 8.64265e-07 7.93028e-07 1.4771e-06 6.13325e-07 4.66346e-07 5.11037e-07 4.04173e-06 5.72243e-06 4.18807e-06 5.77148e-07 2.14711e-06 2.55917e-06
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.62223500000000009 -0.45015499999999992 0.055925000000000009 0.50628500000000021 1.0000000180025095e-35 0.083100000000000021 0.087505000000000013 0.085935000000000025 -0.0021499999999999996 0.09364500000000002 0.084195000000000006 -0.083644999999999983 0.10708500000000001 0.085235000000000019 -0.078244999999999995 -0.08867499999999999 -0.099939999999999987 0.11212500000000002 0.22926500000000002 -0.011559999999999999 0.053180000000000012 -0.010834999999999999 -0.18895499999999996 -1.0000000180025095e-35 0.092235000000000011 -0.012019999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 -4 8 19 -10 11 14 -12 18 17 -16 -17 21 -14 -7 -21 -11 23 24 25 -22 -26 -25 29 -29
right_child=2 -3 4 -5 -6 7 -8 -9 9 10 12 -13 13 -15 15 16 -18 -19 -20 20 22 -23 -24 27 26 -27 -28 28 -30 -31
leaf_value=5.5565287456457475e-07 -4.3099527982287165e-05 5.855409611325266e-05 -2.243623583808585e-05 -2.941332132650132e-05 1.0580295970455687e-05 1.4825747943226865e-05 9.5282840155570233e-06 1.4532464887577528e-05 -2.6159854564024566e-05 -1.656984038726521e-05 -4.2269182604286473e-05 3.9610452711258409e-05 3.3655804865399354e-06 1.5787210782036708e-05 -3.7702224544436497e-05 -1.1792654004239013e-05 2.89602050110088e-05 2.4096516802995307e-05 -2.4781235242699041e-05 -1.9486449726077568e-05 5.7656458081440257e-06 5.8700911158039478e-06 1.2989125155494047e-05 1.2923175450556005e-05 -1.1077107615165005e-05 -6.1949048116124081e-05 4.8837601116247246e-05 3.6307153427515006e-05 -2.5803567877442075e-05 3.7220675201061517e-07
leaf_weight=176 22 23 32 20 29 37 28 29 27 21 20 20 24 28 27 25 21 29 20 38 26 29 29 37 28 24 20 20 31 2181
leaf_count=176 22 23 32 20 29 37 28 29 27 21 20 20 24 28 27 25 21 29 20 38 26 29 29 37 28 24 20 20 31 2181
internal_value=0 3.90992e-06 -2.95068e-07 -2.50241e-06 3.1911e-08 -7.53858e-08 -7.51946e-06 8.46444e-08 -6.70525e-08 -3.14724e-06 -7.93676e-07 3.53873e-06 -8.8934e-06 3.77655e-07 -1.20755e-06 -9.65222e-06 6.81191e-06 6.59576e-06 -9.42843e-06 2.95689e-07 7.48131e-08 -3.55468e-06 3.8505e-07 2.30628e-07 -6.83956e-06 -2.67374e-05 1.38874e-05 5.35995e-07 3.30652e-07 6.9874e-07
internal_weight=0 219 2902 196 2880 2851 60 2791 2762 291 264 172 92 72 152 73 46 79 44 2471 2434 50 2396 2367 98 50 48 2269 2232 2201
internal_count=3121 219 2902 196 2880 2851 60 2791 2762 291 264 172 92 72 152 73 46 79 44 2471 2434 50 2396 2367 98 50 48 2269 2232 2201
is_linear=0
shrinkage=0.1


Tree=5058
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 133 133 401 13 133 1176 394 129 4 1182 130 130 1212 403 39 33 40 9 9 12 1210 1429 1210 402 1212 130
split_gain=2.91649e-07 7.69375e-06 3.71713e-06 2.017e-06 3.70733e-07 3.06589e-07 2.11726e-06 1.14917e-06 5.14045e-07 2.60455e-07 2.79937e-07 2.99512e-07 1.3456e-06 4.08621e-07 3.93318e-07 6.94815e-07 3.44365e-07 9.26169e-07 3.36225e-07 1.40521e-06 6.51458e-07 4.35435e-07 6.6675e-07 3.585e-07 2.52845e-06 1.62241e-06 1.07852e-06 1.17924e-06 6.12121e-06 9.68239e-07
threshold=-0.083284999999999984 0.10022000000000002 0.12358500000000001 0.089480000000000018 0.55672500000000014 0.51114000000000004 -0.099524999999999988 -0.066634999999999986 0.42433500000000007 0.086510000000000017 -0.099329999999999988 0.10327000000000001 -0.077999999999999986 0.086460000000000009 -0.22699999999999995 -0.14723999999999998 0.11579500000000002 -0.028309999999999998 -1.0000000180025095e-35 -0.009184999999999997 -0.045684999999999996 0.09055500000000001 0.10530000000000002 0.09334000000000002 -0.064799999999999983 -0.067934999999999982 -0.42132499999999995 0.11174500000000002 -0.089544999999999986 0.089120000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 8 7 -7 9 10 -2 13 -13 14 -12 -16 18 -18 20 -20 -17 23 -23 26 -25 -26 -21 29 -29 -28
right_child=2 -3 -4 -5 -6 6 -8 -9 -10 -11 11 12 -14 -15 15 16 17 -19 19 21 -22 22 -24 24 25 -27 27 28 -30 -31
leaf_value=7.979753561766701e-07 -8.5630894738222628e-06 6.1072194226393812e-05 -4.3227814194324311e-05 -3.2695525230792559e-05 1.011699007307243e-05 1.944130486026552e-05 -3.3956015595322246e-05 -1.2718467660306489e-05 1.4951603193564907e-05 1.0311549582790274e-05 -1.3706320965498199e-05 2.1995447773595819e-05 -7.7131410674361007e-06 -1.3761695458924806e-05 1.7730439933736553e-05 -1.6478092675242808e-06 -5.9755050721793418e-06 2.2106265290252244e-05 -2.1948509941770075e-05 2.3382563813356683e-05 2.1812153422047233e-05 2.2599896865791555e-05 -1.5703292183388843e-06 -3.7548816198977878e-05 -2.3832607609316863e-05 1.5480882963152919e-07 9.6408270366071624e-07 1.6963516242564461e-05 -4.8668161333706752e-05 -1.0717078118211028e-05
leaf_weight=178 39 21 20 20 36 25 20 20 23 24 21 30 31 22 22 29 23 24 30 20 20 21 25 20 30 469 1727 30 27 74
leaf_count=178 39 21 20 20 36 25 20 20 23 24 21 30 31 22 22 29 23 24 30 20 20 21 25 20 30 469 1727 30 27 74
internal_value=0 3.51893e-06 -2.65553e-07 -2.58521e-06 3.25894e-08 -9.49715e-08 -6.88395e-06 5.14807e-06 6.37066e-08 -6.04491e-08 -1.51498e-07 -2.97719e-08 6.89764e-06 -1.90202e-07 -7.58936e-08 3.45807e-08 -1.1696e-07 8.36412e-06 -2.75014e-07 -4.37542e-07 7.92769e-06 -1.73388e-07 9.4639e-06 -3.58334e-07 -2.68468e-06 -1.28732e-06 2.84571e-07 3.59377e-08 -1.41252e-05 4.84124e-07
internal_weight=0 219 2902 198 2882 2846 65 45 2781 2758 2734 2695 61 2634 2612 2591 2569 47 2522 2473 49 2443 46 2397 519 499 1878 1858 57 1801
internal_count=3121 219 2902 198 2882 2846 65 45 2781 2758 2734 2695 61 2634 2612 2591 2569 47 2522 2473 49 2443 46 2397 519 499 1878 1858 57 1801
is_linear=0
shrinkage=0.1


Tree=5059
num_leaves=31
num_cat=0
split_feature=394 129 129 12 133 160 1182 1186 51 52 15 151 1 0 1210 0 51 3 49 42 159 51 484 2 4 43 15 1456 43 1212
split_gain=3.78594e-07 3.06921e-07 3.47887e-07 8.08046e-07 7.10697e-07 4.05006e-07 3.40179e-07 5.17712e-07 3.43678e-07 1.04143e-06 2.78847e-06 4.1468e-06 3.55563e-06 2.02611e-06 4.44372e-06 2.31701e-06 1.59981e-06 1.25125e-06 2.16882e-06 2.01051e-06 7.7305e-07 6.55868e-07 5.07644e-07 8.40037e-07 1.78466e-06 7.39578e-07 9.2731e-07 5.82579e-07 5.24844e-07 1.92033e-06
threshold=0.15288500000000002 0.12076500000000001 0.10311000000000002 0.095330000000000012 -0.015164999999999998 0.62940000000000007 0.086460000000000009 -0.087469999999999978 0.082455000000000014 -0.078224999999999975 -0.074054999999999996 -0.0038099999999999996 0.10337500000000001 -0.083804999999999977 -0.00092999999999999995 -0.086554999999999979 0.09364500000000002 0.088060000000000013 -0.049784999999999989 0.084050000000000014 -1.0000000180025095e-35 0.035765000000000012 -0.093244999999999981 0.083585000000000007 -0.0070899999999999991 -0.070064999999999975 -0.011859999999999997 0.10959500000000001 -0.0047449999999999992 -0.088629999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 7 -1 21 10 11 -10 -12 15 -15 17 -16 19 -19 -11 -21 22 23 -9 25 26 -25 28 29 -24
right_child=-2 -3 3 -5 -6 -7 -8 8 9 13 12 -13 -14 14 16 -17 -18 18 -20 20 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=1.2860984579967937e-05 1.1575799843350459e-05 -1.2452579630917172e-05 2.7751475640384757e-05 -8.0871066331936799e-06 2.3332041109824789e-06 -1.4366208715728136e-05 -1.2202920500029628e-05 -7.7150828812071784e-06 -3.8676724802973056e-06 3.0263694415701876e-05 2.258998479807891e-05 4.5131922814060747e-05 -2.8328058348847662e-05 4.6987179636441101e-05 -2.5852669482446801e-05 -4.0505075667169883e-05 4.8724031281331871e-06 -4.2063515502377419e-05 1.7423486321105531e-07 3.821196221943447e-06 -1.8679010411058421e-05 -1.3797565409576592e-05 -2.0808790595408795e-05 9.5575161222685978e-06 3.1688978339973676e-05 1.6159844039975724e-05 -1.8592589243780821e-05 -1.5613742554985668e-05 1.3459340435877554e-06 -1.0440684833792256e-06
leaf_weight=31 28 20 22 23 22 20 23 35 31 21 24 39 32 24 20 20 111 20 31 37 26 37 51 22 28 24 25 26 887 1361
leaf_count=31 28 20 22 23 22 20 23 35 31 21 24 39 32 24 20 20 111 20 31 37 26 37 51 22 28 24 25 26 887 1361
internal_value=0 -1.04788e-07 -2.44252e-08 7.10238e-06 1.50423e-05 -1.83273e-07 -8.82766e-08 5.76215e-09 -1.30156e-07 2.46028e-06 1.01263e-05 2.34321e-05 -6.50604e-06 -6.55572e-07 7.42888e-06 -8.74002e-06 1.81552e-07 -4.03408e-06 -1.63896e-05 3.46747e-06 -5.4646e-06 -5.82652e-07 -3.8381e-07 5.60112e-06 1.03089e-05 1.87728e-06 -5.41594e-06 -7.28748e-07 -5.6041e-07 -1.75795e-06
internal_weight=0 3093 3073 67 44 3006 2986 2963 2932 436 126 70 56 310 155 155 131 135 51 84 63 2496 2459 134 99 71 47 2325 2299 1412
internal_count=3121 3093 3073 67 44 3006 2986 2963 2932 436 126 70 56 310 155 155 131 135 51 84 63 2496 2459 134 99 71 47 2325 2299 1412
is_linear=0
shrinkage=0.1


Tree=5060
num_leaves=31
num_cat=0
split_feature=394 130 40 120 10 0 15 12 11 2 45 1456 49 159 481 481 484 43 403 133 403 403 403 131 1210 12 47 39 16 12
split_gain=3.06661e-07 2.9563e-07 4.92226e-07 4.57107e-07 3.36457e-07 3.93704e-06 3.14015e-06 1.4092e-06 7.58754e-07 4.28069e-07 4.14743e-07 4.1526e-07 1.42766e-06 5.53629e-07 4.91228e-07 8.27412e-07 4.42347e-06 2.52779e-06 4.40414e-07 2.09915e-06 1.07213e-06 6.00297e-07 3.52436e-07 3.53924e-07 5.5086e-07 2.19424e-06 4.07321e-07 7.17071e-07 5.30511e-07 5.16986e-07
threshold=0.15288500000000002 -0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.085119999999999987 -1.0000000180025095e-35 0.15361500000000003 0.084355000000000013 0.10959500000000001 0.084945000000000007 0.14765500000000001 -0.15265499999999996 -0.086484999999999992 -0.081614999999999979 -0.025214999999999998 -0.54856499999999986 0.40431 -0.53960999999999981 -0.53255499999999989 -0.52445499999999989 0.13857500000000003 -0.094799999999999982 0.088245000000000004 0.13283000000000003 0.10940500000000002 -0.076669999999999988 0.12757000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8 -6 10 11 13 -13 14 -10 16 17 -16 19 -17 -20 -22 -23 24 25 -24 27 29 -29 -26
right_child=-2 2 3 -5 8 6 7 -9 9 -11 -12 12 -14 -15 15 18 -18 -19 20 -21 21 22 23 -25 26 -27 -28 28 -30 -31
leaf_value=1.1730249835160241e-05 1.0418219933074268e-05 -1.5811979455975233e-05 -4.0401497368293355e-05 1.4289705603170495e-05 1.9434547789387582e-05 3.2084265827896682e-05 1.0040303227883257e-05 -2.3052396799387004e-05 -1.4024378307112785e-05 -1.0516118398020179e-05 1.1177591813699993e-05 -2.4161727155215291e-05 7.2164935961060624e-06 1.3587868682710299e-05 -3.2667795394445421e-05 -3.3408816913530856e-05 5.0069417036411323e-05 1.76093362915708e-05 2.3034180703689344e-05 8.7463841130859994e-06 -1.7046753904044942e-05 1.1087345296800778e-05 -1.3811748794978485e-05 -1.3443718817143235e-05 -1.8172640757454051e-07 3.0627163010649382e-05 -1.1157518929060055e-05 1.3210574979893864e-06 2.4078036057333174e-05 -1.2424861693684112e-05
leaf_weight=21 28 20 25 22 20 28 22 31 25 39 33 29 29 30 20 21 20 20 20 27 21 28 20 20 2367 25 34 20 21 35
leaf_count=21 28 20 25 22 20 28 22 31 25 39 33 29 29 30 20 21 20 20 20 27 21 28 20 20 2367 25 34 20 21 35
internal_value=0 -9.43154e-08 -1.75147e-07 -7.2678e-08 -1.76959e-07 -5.71147e-06 4.99533e-06 -9.3158e-06 2.36761e-08 -1.10008e-07 3.16463e-08 -9.82323e-08 -8.47262e-06 7.6863e-08 -7.08521e-08 5.74444e-08 1.16703e-05 -7.52923e-06 -2.04599e-07 -9.69652e-06 -3.01015e-08 -2.08135e-07 -7.05435e-08 -1.93447e-07 -8.83696e-08 1.08765e-05 -2.87571e-07 -1.3629e-07 1.29771e-05 -3.60123e-07
internal_weight=0 3093 3072 3052 3030 106 81 53 2924 2904 2865 2832 58 2774 2744 2719 60 40 2659 48 2611 2591 2570 2542 2522 45 2477 2443 41 2402
internal_count=3121 3093 3072 3052 3030 106 81 53 2924 2904 2865 2832 58 2774 2744 2719 60 40 2659 48 2611 2591 2570 2542 2522 45 2477 2443 41 2402
is_linear=0
shrinkage=0.1


Tree=5061
num_leaves=31
num_cat=0
split_feature=1447 1447 403 2 15 1453 1455 4 1210 132 13 1203 4 12 45 11 133 4 3 4 133 403 16 12 50 2 12 159 43 2
split_gain=2.70978e-07 1.05764e-06 1.02095e-06 9.21456e-07 1.18774e-06 8.01833e-07 3.58504e-07 3.79756e-07 2.19743e-06 2.38454e-06 1.40783e-05 8.33516e-06 1.63486e-06 1.26225e-06 8.81403e-07 1.92335e-06 8.69632e-07 2.25428e-06 3.79212e-06 1.67157e-06 8.77222e-07 1.09926e-06 1.76957e-06 1.79712e-06 1.07526e-06 1.17808e-06 1.55865e-06 1.59731e-06 1.5271e-06 1.41562e-06
threshold=-0.086849999999999997 -0.086279999999999982 -0.56738999999999995 0.086285000000000014 -1.0000000180025095e-35 -0.13306499999999996 -0.24112999999999998 -0.081714999999999996 -0.14175499999999996 -0.083284999999999984 -0.01163 0.088820000000000024 -0.081374999999999989 0.087995000000000004 0.094030000000000016 -0.011194999999999998 0.26753000000000005 -0.083439999999999986 -0.083489999999999995 -0.084134999999999988 0.039215000000000007 -0.087449999999999986 0.042200000000000008 0.085355000000000014 0.090150000000000022 0.082850000000000021 0.098810000000000023 0.10545500000000001 -0.14792499999999997 0.11018500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -4 -7 8 -8 10 -10 16 -9 -12 15 -14 17 19 -19 20 24 -22 23 -23 25 -11 27 28 -27 -30
right_child=1 2 5 4 -6 6 7 12 9 11 13 -13 14 -15 -16 -17 -18 18 -20 -21 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-8.4490946392179474e-06 -2.151753886348319e-05 2.1471535679169891e-05 -1.9621414819647769e-05 2.4784051123895233e-05 -5.9276074080116818e-06 1.0685520503777239e-05 3.3722735263706582e-05 -2.8551254479766827e-05 8.316356269332297e-05 -2.0580889289097591e-05 1.4292042528217685e-06 -6.4661777255423661e-05 2.7253954398474888e-05 -2.9903746026320731e-05 -2.1411936713775504e-05 -6.4487665411717078e-07 -1.4151559462839537e-05 4.2645866345564551e-05 -3.9233935315981704e-06 -2.5140444421804906e-05 -8.1120063222097722e-06 4.8128039952644035e-05 -2.179452141919885e-06 8.9397880365140734e-06 1.2368754403501136e-05 -1.8008780447147461e-05 -2.0865910270610283e-05 -2.0290471323581493e-05 1.0755570590387199e-05 -1.3903470729322484e-05
leaf_weight=30 23 22 21 34 20 31 21 21 23 36 36 20 25 20 20 2136 36 34 36 26 29 22 36 25 49 27 36 30 169 27
leaf_count=30 23 22 21 34 20 31 21 21 23 36 36 20 25 20 20 2136 36 34 36 26 29 22 36 25 49 27 36 30 169 27
internal_value=0 -1.54965e-07 8.05446e-09 5.60277e-06 1.34094e-05 -1.49765e-07 -1.21333e-08 -1.24932e-07 1.83824e-06 9.04388e-07 1.72929e-05 -1.12491e-06 -7.8289e-07 -9.76114e-06 -5.15519e-07 -3.22123e-07 9.313e-07 1.86426e-06 1.8696e-05 -4.36949e-07 8.84637e-07 8.64824e-06 1.45042e-05 2.72832e-05 -1.44029e-06 -3.52227e-06 -1.39732e-06 1.37291e-06 4.28727e-06 7.35866e-06
internal_weight=0 3037 3014 84 54 2992 2971 2940 738 717 79 638 2202 56 2181 2161 618 582 70 512 486 112 83 47 374 325 289 253 223 196
internal_count=3121 3037 3014 84 54 2992 2971 2940 738 717 79 638 2202 56 2181 2161 618 582 70 512 486 112 83 47 374 325 289 253 223 196
is_linear=0
shrinkage=0.1


Tree=5062
num_leaves=31
num_cat=0
split_feature=11 132 1185 1203 142 147 147 1426 3 403 1209 3 4 402 2 1446 481 4 15 402 1 1 1 1 1 160 1 160 4 42
split_gain=3.72374e-07 3.84882e-07 2.09984e-06 9.29234e-07 3.36735e-07 4.83923e-07 8.05573e-07 4.06571e-07 4.24528e-07 1.57598e-06 1.49078e-06 1.00572e-06 2.12177e-06 9.7159e-07 1.80333e-06 1.44734e-06 5.26241e-06 3.86658e-06 3.20275e-06 2.58837e-06 7.58247e-07 8.5736e-06 4.58446e-06 3.17528e-06 2.26799e-06 1.8986e-06 2.7079e-06 1.83516e-06 1.29923e-06 1.29401e-06
threshold=-0.072629999999999986 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.057499999999999989 0.099730000000000027 0.093875000000000014 -0.089244999999999977 -0.082594999999999988 -0.5341999999999999 -0.083969999999999989 -0.082974999999999979 -0.076779999999999987 0.11174500000000002 0.083715000000000026 0.083715000000000026 -0.086484999999999992 -0.085594999999999991 0.088495000000000018 0.095140000000000016 0.09253500000000002 0.091535000000000019 0.093700000000000019 0.090740000000000015 0.089875000000000024 -0.43215499999999996 0.094465000000000007 0.11205000000000002 -0.50690499999999983 0.090395000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -4 6 7 -6 11 -10 -11 13 -13 15 -15 19 -17 -18 -19 -9 21 23 -22 24 28 -24 -27 -28 -12 -30
right_child=1 2 4 -5 5 -7 -8 8 9 10 20 12 -14 14 -16 16 17 18 -20 -21 22 -23 25 -25 -26 26 27 -29 29 -31
leaf_value=-1.3271310869337564e-05 -1.4641144723930094e-06 3.1905334652124324e-05 -1.2448526773109086e-05 -2.0951751132867815e-05 1.272350129091557e-05 1.1781479111050431e-05 -1.740714501990554e-05 1.2810838001505618e-06 -2.1558616732085688e-05 1.9717807976525771e-05 -2.1393720504097621e-05 3.7226563169194078e-05 -1.8506932554263393e-06 -3.5868218037649062e-05 3.4473470935024257e-06 5.2782474362174978e-05 -3.5445873469474135e-05 3.8642779603563855e-05 -1.0064590282531249e-05 -3.0732041056161017e-05 3.8042522519941546e-05 -6.1715810162847143e-05 2.5248634626352998e-05 3.5530156622806555e-05 -3.45792157791688e-05 -3.5825961020402082e-05 -1.2564992473653218e-06 2.6991653631588026e-05 2.4341429616470125e-06 -5.9592346597615573e-06
leaf_weight=21 194 21 21 28 26 36 26 883 36 36 31 24 33 20 28 25 22 27 27 26 33 24 28 23 21 22 551 24 520 284
leaf_count=21 194 21 21 28 26 36 26 883 36 36 31 24 33 20 28 25 22 27 27 26 33 24 28 23 21 22 551 24 520 284
internal_value=0 8.98994e-08 3.99366e-07 -3.92201e-06 1.67786e-07 2.61207e-07 1.13089e-07 2.77302e-07 1.59543e-07 -8.67501e-07 -4.01077e-07 1.66373e-06 1.46029e-05 9.66625e-07 -1.29341e-05 1.62726e-06 1.29838e-05 -1.0787e-07 1.42891e-05 3.65417e-07 -8.65061e-07 -2.74643e-06 1.71681e-06 -1.13634e-06 -2.12154e-06 -2.01185e-07 -1.39481e-06 -7.74459e-08 -1.30524e-06 -5.30682e-07
internal_weight=0 3100 2878 222 2857 2836 2800 2774 2748 1633 1597 1115 57 1058 48 1010 101 76 54 909 1561 903 658 879 856 625 597 575 835 804
internal_count=3121 3100 2878 222 2857 2836 2800 2774 2748 1633 1597 1115 57 1058 48 1010 101 76 54 909 1561 903 658 879 856 625 597 575 835 804
is_linear=0
shrinkage=0.1


Tree=5063
num_leaves=31
num_cat=0
split_feature=11 132 132 1203 402 402 402 403 401 12 4 133 1208 402 1210 1210 43 52 2 15 12 1 42 4 160 150 147 402 42 158
split_gain=3.01623e-07 3.11755e-07 1.71211e-06 7.5268e-07 2.96077e-07 8.1085e-07 6.56642e-07 4.95263e-07 2.85782e-07 2.8646e-07 1.31856e-06 5.77197e-07 9.04492e-07 8.01997e-07 9.06822e-07 6.00175e-07 5.56878e-07 2.27152e-06 5.02021e-07 6.54467e-07 4.27576e-07 9.73358e-07 7.16402e-07 3.80329e-07 1.09851e-06 7.74854e-07 9.84817e-07 7.679e-07 7.3334e-07 8.50863e-07
threshold=-0.072629999999999986 -0.083174999999999985 -0.069704999999999989 0.088820000000000024 -0.46900499999999995 -0.45015499999999992 -0.42072999999999994 -0.43370499999999995 -0.099524999999999988 0.10866500000000003 -0.064054999999999987 0.41553500000000004 0.11198500000000002 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 -0.24021999999999996 0.061605000000000007 0.10327000000000001 -0.066844999999999988 0.10508500000000001 0.089370000000000019 0.11688500000000002 0.24564500000000003 0.098320000000000005 0.12068000000000002 0.095485000000000014 0.091530000000000014 0.099760000000000015 0.085030000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 7 -6 -7 -4 -8 11 -11 12 13 14 -10 -16 -12 18 -18 -20 22 -22 23 -17 25 26 27 28 29 -25
right_child=1 2 4 -5 5 6 8 -9 9 10 16 -13 -14 -15 15 20 17 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.1944181286101715e-05 -1.3177028701118184e-06 2.8808357958388075e-05 -2.8131586705491092e-06 -1.8856577688503815e-05 -1.5559987492231426e-05 1.7415875150949103e-05 -1.057242910610512e-05 1.8427631936862348e-05 1.9026463938644159e-05 2.0838236992563614e-05 1.1687925839866913e-05 -1.5214394101349172e-05 1.9795621949964223e-05 -1.5855653694529794e-05 -1.6558360527018192e-05 5.4732689461430956e-07 -6.4268928326782774e-06 -3.4233233991471939e-05 2.3625378471479056e-05 2.718138766037252e-07 -2.2846860932846679e-05 3.0244670294147609e-06 1.5862676511836793e-05 4.1911272171052154e-07 -2.5287588747839137e-05 1.4868756191460236e-05 -2.4558309596613985e-05 -2.026484463385714e-05 -1.1572961823752171e-05 2.1385856515817895e-05
leaf_weight=21 194 21 21 28 33 22 25 23 25 37 29 25 23 32 22 2037 32 20 20 30 26 33 29 161 21 26 20 20 43 22
leaf_count=21 194 21 21 28 33 22 25 23 25 37 29 25 23 32 22 2037 32 20 20 30 26 33 29 161 21 26 20 20 43 22
internal_value=0 8.09155e-08 3.59436e-07 -3.52981e-06 1.50326e-07 2.30081e-08 2.07986e-07 8.28998e-06 7.07223e-08 1.6808e-07 4.16846e-06 -9.39331e-08 5.48903e-08 -1.25498e-07 7.70636e-08 -1.15512e-07 -5.39797e-07 -4.01631e-06 3.35368e-06 9.61324e-06 3.28652e-08 -8.37646e-06 2.41419e-07 4.86463e-08 -3.19676e-06 -1.60804e-06 -3.21855e-06 -1.48361e-06 1.78445e-07 2.9397e-06
internal_weight=0 3100 2878 222 2857 2813 2780 44 2758 2733 168 2565 2540 2517 2485 2460 131 102 82 50 2438 59 2379 2350 313 292 266 246 226 183
internal_count=3121 3100 2878 222 2857 2813 2780 44 2758 2733 168 2565 2540 2517 2485 2460 131 102 82 50 2438 59 2379 2350 313 292 266 246 226 183
is_linear=0
shrinkage=0.1


Tree=5064
num_leaves=31
num_cat=0
split_feature=1213 1211 1211 402 16 1205 1183 3 129 132 1203 1211 50 1211 394 1176 42 16 3 1213 394 130 448 447 49 1348 9 33 9 9
split_gain=2.92561e-07 2.96448e-07 7.79968e-07 3.69132e-07 7.24266e-07 5.75875e-07 3.19105e-07 5.26065e-07 3.21378e-07 3.45595e-07 7.78335e-06 7.25988e-06 1.60313e-06 6.26979e-07 5.33852e-07 8.48048e-07 3.56901e-07 3.96155e-07 8.92382e-07 5.84849e-07 3.43538e-07 2.89284e-07 7.49338e-07 4.226e-07 1.05318e-06 6.26909e-07 3.19786e-07 9.09542e-07 5.884e-07 5.33916e-07
threshold=0.51370000000000016 0.11986000000000001 0.11301500000000002 -0.45454999999999995 -0.072359999999999994 1.0000000180025095e-35 -0.073809999999999973 -0.089819999999999983 0.11424000000000001 -0.083284999999999984 0.089480000000000018 0.092860000000000012 0.093975000000000017 0.085535000000000014 -0.11103499999999998 0.085730000000000015 -0.015274999999999999 -0.095094999999999985 -0.073309999999999986 1.0000000180025095e-35 -0.021004999999999996 0.10490500000000001 0.030280000000000001 0.089635000000000006 -0.048674999999999989 0.086620000000000016 0.092410000000000006 -0.009184999999999997 0.085555000000000006 0.10750500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5 9 10 12 13 16 14 -11 21 17 -8 19 -19 -18 22 23 25 -25 26 27 -16 -29 -28
right_child=-2 -3 -4 5 -6 -7 8 -9 -10 11 -12 -13 -14 -15 15 -17 20 18 -20 -21 -22 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=-2.0685112152326231e-06 1.2055827592121205e-05 -9.505209516191827e-06 1.9707177334566952e-05 -2.7347717332304458e-06 2.1517932564956543e-05 -1.7163883053399332e-05 -7.9040828991723671e-06 2.0201341703796062e-05 -1.2033443386905634e-05 1.3870114994292467e-05 6.1512676637946807e-05 -5.4110344433865979e-05 -2.9406985718196668e-05 1.5791513389558532e-05 -1.8487523131490754e-05 -1.8593380962556697e-05 -1.586190826391284e-05 -7.8388768795573724e-06 2.1390097457822716e-05 1.3489092125382741e-05 -3.1629597908084349e-07 8.8147975525821999e-06 -1.7102444088287977e-05 -1.5195461290548682e-06 2.6962562678818361e-05 -1.7040383611608624e-05 2.0413231496760888e-05 -1.7440506226726372e-07 1.7050201549864141e-05 -1.9272186863338942e-06
leaf_weight=30 20 33 20 20 23 20 22 20 23 27 21 25 20 25 27 25 21 36 29 20 44 36 26 37 20 22 20 2366 20 23
leaf_count=30 20 33 20 20 23 20 22 20 23 27 21 25 20 25 27 25 21 36 29 20 44 36 26 37 20 22 20 2366 20 23
internal_value=0 -7.77615e-08 2.3642e-08 -1.05515e-07 8.16712e-06 -2.51909e-07 -1.38215e-07 8.73328e-06 -2.59121e-07 -1.66123e-07 3.71181e-06 -4.72162e-07 -2.61016e-06 2.93165e-08 -1.1944e-07 -2.63497e-07 5.05745e-07 4.05612e-06 7.15171e-06 -2.21745e-07 -5.33872e-06 -8.70443e-08 -2.12178e-07 -3.89441e-08 8.47418e-06 -2.34766e-07 -8.42276e-08 -2.36553e-07 -3.00245e-08 8.46369e-06
internal_weight=0 3101 3068 3048 53 2995 2975 40 2935 2912 213 2699 192 2674 2649 2622 172 107 85 56 65 2597 2561 2535 57 2478 2456 2413 2386 43
internal_count=3121 3101 3068 3048 53 2995 2975 40 2935 2912 213 2699 192 2674 2649 2622 172 107 85 56 65 2597 2561 2535 57 2478 2456 2413 2386 43
is_linear=0
shrinkage=0.1


Tree=5065
num_leaves=31
num_cat=0
split_feature=132 1185 1203 133 402 43 133 1429 156 11 52 155 133 1447 1447 133 160 133 160 133 51 51 133 12 1 15 4 16 3 2
split_gain=2.94335e-07 1.73659e-06 1.0314e-06 2.76343e-07 2.73796e-07 1.2204e-06 6.59869e-07 2.63899e-07 1.08449e-06 3.85867e-07 1.39861e-06 7.83396e-07 2.8434e-07 2.75769e-06 3.96289e-06 2.26803e-06 1.96355e-06 5.16001e-06 4.86442e-06 1.7126e-06 1.41832e-06 1.68603e-06 1.36124e-06 1.2189e-06 1.35243e-06 2.22526e-06 3.55092e-06 2.70314e-06 2.48238e-06 4.30778e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.62223500000000009 -0.45015499999999992 0.055925000000000009 0.50628500000000021 -0.23752499999999996 0.32523500000000005 0.092630000000000018 -0.24456499999999998 0.12862000000000004 0.09112000000000002 -0.085684999999999997 -0.063929999999999987 0.090310000000000015 -0.085764999999999994 0.098785000000000012 -0.063384999999999983 0.09389500000000002 0.090560000000000015 1.0000000180025095e-35 0.089405000000000012 0.10408500000000002 0.090965000000000004 0.089740000000000014 -0.078629999999999992 -0.079109999999999986 -0.084144999999999984 0.09580000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 7 -6 9 11 -11 12 15 -14 -15 22 17 -16 -18 -20 21 23 -9 24 25 27 -27 -21 -29 -30
right_child=1 3 -4 -5 6 -7 -8 8 -10 10 -12 -13 13 14 16 -17 18 -19 19 20 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-9.1980898255268089e-07 2.8921096366372825e-05 -2.0063580760165681e-05 -2.1450799860238996e-05 9.7720594277265699e-06 -1.1498304656925031e-05 8.5236588185060612e-06 1.5110434275090389e-05 3.3874925104254252e-07 2.3231458524151097e-05 -2.8443841504419903e-05 1.239529937342404e-06 1.4133725879872099e-05 3.3953479619412977e-05 -4.6409417605207727e-05 4.85270546155684e-05 3.157710932061056e-05 -4.6415366103666692e-05 -9.6039751949935979e-06 -1.9024661105504494e-05 1.841300819322379e-05 -2.1401177917141469e-05 3.0704753243342221e-05 -1.9274596530117883e-05 -1.6389873267411639e-05 -1.2273374659343972e-05 5.8396336680743846e-05 2.8029965674418408e-06 1.1406178349864556e-05 -6.0796582984039568e-05 2.6608203884477364e-06
leaf_weight=194 21 32 28 29 20 28 29 2075 20 22 57 39 20 21 26 23 26 37 48 51 25 21 36 34 41 20 27 28 20 23
leaf_count=194 21 32 28 29 20 28 29 2075 20 22 57 39 20 21 26 23 26 37 48 51 25 21 36 34 41 20 27 28 20 23
internal_value=0 2.68743e-07 -3.5093e-06 5.96742e-08 -3.91882e-08 -6.72287e-06 1.04598e-07 -5.30716e-08 3.04702e-08 -1.40125e-07 -7.02673e-06 6.5873e-08 -1.44983e-07 -2.37722e-06 -3.99912e-06 3.44561e-07 -1.91337e-06 1.43866e-05 -4.73452e-06 -1.5283e-06 1.36765e-06 3.51565e-06 4.27249e-09 1.1756e-06 4.01954e-06 7.97226e-06 2.64597e-05 8.5003e-07 -1.17656e-05 -2.68543e-05
internal_weight=0 2899 222 2878 2849 60 2789 2760 2740 2720 79 2641 2602 468 448 2134 427 63 364 338 290 265 2111 244 210 169 47 122 71 43
internal_count=3121 2899 222 2878 2849 60 2789 2760 2740 2720 79 2641 2602 468 448 2134 427 63 364 338 290 265 2111 244 210 169 47 122 71 43
is_linear=0
shrinkage=0.1


Tree=5066
num_leaves=31
num_cat=0
split_feature=130 40 132 50 1185 1203 130 394 1176 1201 39 33 15 9 3 44 158 474 1446 474 157 474 12 15 2 2 474 13 1447 1456
split_gain=2.88322e-07 8.77017e-07 2.77406e-07 7.25508e-06 4.28307e-06 1.59651e-06 3.44466e-07 4.4949e-07 3.10075e-07 3.03513e-07 2.48731e-07 9.84581e-07 4.61664e-07 4.27241e-07 5.87134e-07 2.67183e-07 1.17019e-06 3.42811e-07 1.56869e-06 2.608e-06 3.64356e-06 1.92932e-06 1.4401e-06 1.70265e-06 1.87731e-06 1.64538e-06 1.18679e-06 8.41882e-07 4.15983e-07 2.30227e-06
threshold=-0.23647499999999996 -0.16692999999999997 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.12279499999999997 0.0047000000000000011 0.086510000000000017 -0.080909999999999996 -1.0000000180025095e-35 -0.009184999999999997 -0.073184999999999986 0.09055500000000001 -0.0043399999999999992 0.099360000000000018 -0.47356499999999996 0.08708500000000001 0.085345000000000018 0.091650000000000009 -0.083944999999999978 0.089130000000000015 0.09857500000000001 -0.0088349999999999974 0.084145000000000011 0.093320000000000014 0.085860000000000006 -0.078704999999999983 -0.086424999999999988 0.085185000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 -6 8 9 -8 12 -12 -11 15 -15 16 -13 26 19 20 -19 -22 23 24 -21 -26 28 -27 29 -18
right_child=1 2 4 -5 6 -7 7 -9 -10 10 11 13 -14 14 -16 -17 17 18 -20 22 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-1.1968169956162457e-05 1.6292441624142213e-05 4.1483371719192967e-07 -4.4313319631328343e-05 5.9220894707409789e-05 -1.194816155892416e-05 -2.9383563819465057e-05 9.7138596292126987e-06 1.4658610633064418e-05 1.1290688458605776e-05 -2.3539646127060026e-06 -1.8372502957693847e-05 2.1314464516763111e-05 1.8419943680783037e-05 -3.2432628897906937e-07 2.2281521050899759e-05 -9.7074018428126401e-06 -4.9422986530771598e-06 5.8074347944057084e-05 -1.9507892984957262e-05 -2.3077440453727669e-05 -1.0408868507106996e-05 3.0005088934731685e-05 2.1960012873023516e-05 -2.3727275293896201e-05 3.4531533901827065e-05 -1.5166379930633412e-05 -2.2468009316071405e-05 1.3181710181181024e-05 -8.0429665666775367e-07 3.3877004267940887e-05
leaf_weight=20 33 178 22 21 24 20 31 21 24 23 30 25 20 27 20 30 50 20 27 22 27 21 22 37 20 20 25 22 2217 22
leaf_count=20 33 178 22 21 24 20 31 21 24 23 30 25 20 27 20 30 50 20 27 22 27 21 22 37 20 20 25 22 2217 22
internal_value=0 7.71832e-08 -9.72313e-08 3.33246e-06 -3.60868e-07 -2.59511e-06 -1.88258e-08 8.33162e-08 -2.67058e-08 -1.25189e-07 -2.37038e-07 -3.57921e-07 7.30832e-06 -1.54289e-07 9.29518e-06 -3.24648e-07 -2.15419e-07 -4.26331e-07 3.1876e-06 6.09177e-06 2.2214e-05 7.27224e-06 -1.57477e-06 -5.85382e-06 2.01901e-06 1.09242e-05 -7.98032e-07 -3.1738e-07 -5.61357e-07 6.91916e-06
internal_weight=0 3101 3068 219 2849 198 2827 2803 2782 2758 2727 2684 43 2654 47 2607 2577 2552 238 211 68 48 143 121 84 62 2314 42 2289 72
internal_count=3121 3101 3068 219 2849 198 2827 2803 2782 2758 2727 2684 43 2654 47 2607 2577 2552 238 211 68 48 143 121 84 62 2314 42 2289 72
is_linear=0
shrinkage=0.1


Tree=5067
num_leaves=31
num_cat=0
split_feature=132 1185 1203 52 13 132 16 133 52 158 158 158 3 3 1 2 160 0 15 130 40 484 15 33 34 97 9 10 2 4
split_gain=2.89389e-07 1.92847e-06 6.2795e-07 2.81854e-07 4.13139e-07 3.39579e-07 3.39197e-07 3.72054e-07 2.8203e-07 2.52485e-07 5.35072e-07 4.11172e-07 3.48926e-07 1.39355e-06 9.86193e-07 2.02813e-06 1.84184e-06 7.78465e-07 6.30545e-07 9.55597e-07 5.48126e-07 5.14629e-07 1.12983e-06 4.91559e-07 8.6357e-07 3.26073e-06 1.40347e-06 1.00495e-06 7.07259e-07 5.82339e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10347000000000002 0.056795000000000005 -0.40070499999999992 -0.080344999999999986 -0.015164999999999998 0.085540000000000019 -0.47382999999999992 -0.4686749999999999 -0.25150999999999996 0.11658 0.10732000000000001 0.11103500000000001 0.10644500000000001 1.0000000180025095e-35 -0.23811499999999999 -0.56020999999999987 -0.22699999999999995 -0.16692999999999997 0.096675000000000011 -0.43375999999999998 0.085305000000000006 -0.057544999999999992 -0.079444999999999988 0.091600000000000015 -0.0093599999999999985 -0.0091949999999999983 -0.0057249999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -7 -3 -11 -12 13 17 15 -14 21 -13 -19 -20 -21 22 -16 24 25 29 27 -26 -29 -22
right_child=1 9 -4 -5 -6 6 -8 -9 -10 10 11 12 14 -15 16 -17 -18 18 19 20 23 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-1.2259656023161371e-05 3.0460318122918365e-05 -9.763640850206475e-06 -1.7479044319251051e-05 -1.0938720552749821e-05 1.2518810474474501e-05 -1.84900102859891e-06 8.7923560747239053e-06 6.8942002914039986e-06 -1.6103890432176467e-05 1.4415677189670254e-05 -1.0192543279630721e-05 1.9734383267859813e-05 -6.8533334751919034e-06 -2.0297332302481453e-05 -1.9081541112923745e-05 3.0439015706958477e-05 -2.7737527194577052e-05 1.7182025085492656e-05 -2.0507733777371274e-05 1.5684264520711044e-05 6.0096224966731493e-06 1.8415793497946914e-05 5.8623601577122693e-06 -1.2892733969541345e-05 1.7544233469379832e-05 4.1623466534909552e-05 -2.2190509336943596e-05 -1.7376963973939989e-05 -1.1943673509200769e-07 -1.7567243346547912e-05
leaf_weight=26 21 26 28 27 23 35 34 26 23 26 39 20 25 34 22 35 21 21 23 22 22 21 104 30 32 23 29 24 2259 20
leaf_count=26 21 26 28 27 23 35 34 26 23 26 39 20 25 34 22 35 21 21 23 22 22 21 104 30 32 23 29 24 2259 20
internal_value=0 2.66476e-07 -3.4797e-06 -1.45917e-06 7.34514e-08 -1.91435e-06 3.65125e-07 -3.0459e-06 -7.5018e-06 4.616e-08 1.3559e-07 4.20932e-09 1.46898e-07 -1.8709e-07 3.89547e-06 1.49005e-05 -3.49099e-08 8.37016e-08 -7.319e-08 -2.19067e-07 -2.94537e-08 3.92261e-06 1.50708e-06 -1.71193e-07 -1.27677e-08 1.1357e-05 -3.28056e-07 -5.41854e-08 -3.00856e-07 -5.21746e-06
internal_weight=0 2899 222 194 167 144 118 84 58 2878 2852 2826 2787 2559 228 60 168 2525 2505 2484 2461 147 126 2439 2409 65 2344 2315 2283 42
internal_count=3121 2899 222 194 167 144 118 84 58 2878 2852 2826 2787 2559 228 60 168 2525 2505 2484 2461 147 126 2439 2409 65 2344 2315 2283 42
is_linear=0
shrinkage=0.1


Tree=5068
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 12 130 40 4 10 0 12 9 41 11 42 4 12 12 133 12 0 12 43 1210 4 42 42 12 42
split_gain=2.64634e-07 7.941e-06 3.99604e-06 1.98355e-06 2.53189e-07 3.8507e-07 2.76773e-07 6.04284e-07 4.49964e-07 2.90977e-07 1.4138e-06 1.94088e-06 6.7593e-07 3.32731e-07 8.08086e-07 1.56654e-06 1.53712e-06 3.76794e-07 2.51285e-06 7.00534e-06 1.77626e-06 2.57766e-06 1.14142e-06 1.06354e-06 9.64984e-07 2.48352e-06 9.46181e-07 2.94324e-06 2.98618e-06 2.4306e-06
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.082274999999999987 0.089410000000000003 -0.23123999999999997 -0.24290999999999999 0.63113500000000011 0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.088235000000000022 0.077565000000000009 0.081365000000000007 0.091545000000000015 0.033845000000000007 0.085325000000000012 0.08493500000000001 -0.010614999999999998 0.085635000000000003 -0.086234999999999992 0.084795000000000023 0.084740000000000024 -0.12043 -0.079329999999999984 0.083995000000000014 0.083715000000000026 0.083815000000000014 0.084435000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -6 -8 9 12 -11 -12 13 17 15 16 -15 18 22 -20 21 -19 23 26 25 -22 27 28 -9 -28
right_child=2 -3 4 -5 6 -7 7 8 -10 10 11 -13 -14 14 -16 -17 -18 20 19 -21 24 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=2.2012951939648869e-07 -4.2710110921523834e-05 5.8939811100097601e-05 -7.6036897371523087e-07 -3.3013573074640589e-05 1.1125967251824809e-05 1.7855824955859136e-05 -1.745447209032136e-05 1.0282543375973607e-06 1.3345590406970587e-05 2.7997960266172114e-05 1.5141548257296173e-05 -2.3612471915157587e-05 -1.4980554483794287e-05 4.2051267452982512e-05 -7.2902357893716334e-06 -5.6416707707285248e-06 4.227322919870771e-06 -1.8125895313200351e-06 2.3653477752532128e-05 -5.1349862053140181e-05 -3.1016667895755746e-05 4.2848530605018216e-05 2.0849941595694569e-05 -1.9152826575918882e-05 4.9853798705732562e-07 1.2063417829188479e-05 -3.1353995136944863e-05 2.7883821078871618e-05 -3.2344549725036942e-05 -1.9053732562839599e-06
leaf_weight=176 22 23 25 20 22 20 20 632 25 21 28 24 31 22 35 32 21 28 20 33 32 24 24 32 1420 23 33 39 28 186
leaf_count=176 22 23 25 20 22 20 20 632 25 21 28 24 31 22 35 32 21 28 20 33 32 24 24 32 1420 23 33 39 28 186
internal_value=0 3.352e-06 -2.52953e-07 -3.17106e-06 7.13728e-08 7.51349e-06 -4.67561e-08 -1.34136e-07 -1.01094e-08 -1.30735e-07 6.09892e-06 -2.74492e-06 -2.99479e-07 -1.28641e-07 5.25645e-06 1.11116e-05 2.35791e-05 -3.60575e-07 -1.84165e-06 -2.30467e-05 6.35535e-07 1.88002e-05 -6.87777e-07 -1.23189e-06 -4.84801e-09 -1.30014e-05 -6.07193e-07 1.18981e-06 -3.87562e-07 -6.34284e-06
internal_weight=0 219 2902 196 2880 45 2835 2813 2793 2768 73 52 2695 2664 110 75 43 2554 1027 53 1527 52 974 950 1475 55 918 699 660 219
internal_count=3121 219 2902 196 2880 45 2835 2813 2793 2768 73 52 2695 2664 110 75 43 2554 1027 53 1527 52 974 950 1475 55 918 699 660 219
is_linear=0
shrinkage=0.1


Tree=5069
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 156 51 1425 1208 1208 402 1209 1209 1210 1210 43 1210 403 1209 1209 3 3 3 403 3 12 16 160 1 12
split_gain=2.8336e-07 2.0885e-06 9.1901e-07 2.61054e-07 8.50717e-07 2.99578e-07 1.03958e-06 3.6377e-07 2.3645e-07 6.75907e-07 7.41039e-07 7.73038e-07 3.83705e-07 4.40255e-07 2.93907e-07 3.75088e-06 1.3496e-06 4.72522e-07 5.99815e-07 6.85066e-07 3.33124e-07 1.27593e-06 1.09138e-06 8.65887e-07 1.87122e-06 1.06892e-06 1.73371e-06 1.36552e-06 1.68215e-06 8.03752e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.089180000000000009 0.11531000000000001 0.10233500000000001 0.23460000000000003 0.10656 0.094730000000000023 -0.094799999999999982 -0.079504999999999978 -0.0047449999999999992 -0.065674999999999983 -0.5341999999999999 -0.083969999999999989 -0.033554999999999995 -0.094299999999999981 -0.091869999999999993 -0.096099999999999977 0.084910000000000013 -0.14186499999999996 0.090545000000000014 -0.0064149999999999997 0.08325500000000001 0.080585000000000004 0.095110000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 7 -7 8 9 10 11 12 13 -5 15 -15 -16 -18 -19 -20 22 -22 23 25 -25 26 27 28 -21 -27
right_child=1 3 -4 4 -6 6 -8 -9 -10 -11 -12 -13 -14 14 16 -17 17 18 19 20 21 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=-1.0491445056733285e-06 3.1685295644343742e-05 -1.1350674844834431e-05 -2.0734230786779842e-05 1.3545418922452276e-05 2.0665987922257045e-05 8.3673426291040553e-06 -2.181324338016566e-05 1.2909191454210404e-05 -9.3130101891734681e-06 1.4539461793106058e-05 -1.545192272099103e-05 1.9684903581946858e-05 -1.2909194012299059e-05 -2.6517280144212746e-05 2.5342922873235133e-05 2.7495192598507855e-05 -1.1330811326302324e-05 1.5786216620957325e-05 -1.7277289779208927e-05 3.2932932327429834e-05 -2.1294745896864635e-05 -1.6768464724034846e-07 2.2069702570796064e-05 9.285089527111268e-06 -3.0237853365633785e-05 2.0556116954516832e-05 -1.5071045374150025e-05 -1.5830398826272523e-05 9.8309684997527973e-07 4.6983698139856332e-06
leaf_weight=195 21 20 27 24 20 21 25 22 27 32 31 20 23 36 21 20 37 24 23 26 29 2001 27 23 25 41 68 22 45 145
leaf_count=195 21 20 27 24 20 21 25 22 27 32 31 20 23 36 21 20 37 24 23 26 29 2001 27 23 25 41 68 22 45 145
internal_value=0 2.63665e-07 -3.44328e-06 3.43895e-08 1.14061e-07 -3.07728e-08 -8.03515e-06 1.01104e-07 -6.2041e-10 9.10437e-08 -7.9502e-08 9.83133e-08 -4.89543e-08 6.32131e-08 -6.06189e-08 -7.22711e-06 9.63321e-08 -1.12729e-07 5.33653e-08 -9.91957e-08 6.19365e-08 -4.695e-07 2.61837e-06 1.28879e-06 -1.12998e-05 3.03014e-06 -2.93543e-06 5.93792e-06 1.2683e-05 8.19389e-06
internal_weight=0 2899 222 2878 2858 2838 46 2792 2770 2743 2711 2680 2660 2637 2613 56 2557 2536 2499 2475 2452 2030 422 395 48 347 161 93 71 186
internal_count=3121 2899 222 2878 2858 2838 46 2792 2770 2743 2711 2680 2660 2637 2613 56 2557 2536 2499 2475 2452 2030 422 395 48 347 161 93 71 186
is_linear=0
shrinkage=0.1


Tree=5070
num_leaves=31
num_cat=0
split_feature=156 472 1429 156 156 156 1429 474 15 157 51 157 2 4 1371 42 151 45 11 33 9 9 148 150 3 3 457 16 49 48
split_gain=2.86422e-07 5.22508e-07 2.83413e-07 3.05775e-07 1.3426e-06 9.09794e-07 7.41291e-07 1.1678e-06 8.24671e-07 4.88599e-07 3.05339e-06 2.0091e-06 1.45849e-06 1.9604e-06 1.40208e-06 1.22759e-06 8.43322e-07 7.21301e-07 1.24606e-06 6.43635e-07 4.64969e-07 6.75616e-07 4.65709e-07 8.06706e-07 2.12829e-06 2.98451e-06 9.45451e-07 1.83005e-06 5.26997e-07 1.55665e-06
threshold=0.3248100000000001 -0.097514999999999977 0.12387000000000002 0.09747500000000002 0.092385000000000009 0.10093000000000001 -0.012159999999999999 0.088010000000000019 -0.052074999999999989 -0.087424999999999989 -0.085534999999999986 -0.086394999999999986 0.10402500000000002 -0.0047449999999999992 0.083235000000000017 0.083995000000000014 -0.54279999999999984 0.094030000000000016 -1.0000000180025095e-35 -0.009184999999999997 0.09055500000000001 0.10530000000000002 -0.10069499999999999 0.10980500000000001 0.11924500000000002 0.0051600000000000005 0.091495000000000007 -0.088394999999999987 -0.087004999999999985 0.089025000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 7 8 -3 10 -8 -11 13 15 16 -12 -13 18 -18 -20 22 -22 -21 26 25 -25 28 -28 29 -24
right_child=-2 2 -4 5 -6 -7 9 -9 -10 11 12 14 -14 -15 -16 -17 17 -19 19 20 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=1.6193636365642306e-05 -1.1118155010120499e-05 -8.4549294842872763e-06 -1.1331577727766921e-05 2.3634074629323247e-05 -2.0887368003557994e-05 1.4630243443801963e-06 -4.2110886024602226e-05 3.0622374251834119e-05 1.7760068130883154e-05 2.8270043454540427e-05 1.4721432637001965e-05 2.0510117137746421e-05 -1.7730115276772894e-05 3.4376737208471505e-05 -2.0094158697767334e-05 -1.871960731754687e-05 2.4948922546172978e-05 -1.4793193161315714e-05 -1.6075953812105582e-05 1.3439956781382989e-05 2.2682718860199784e-05 -1.3452722123474816e-06 2.7035899048285266e-06 -5.4992796785208399e-06 1.5538064648213689e-05 -5.072033556643874e-05 3.6128054751402702e-05 -3.2324079896810601e-06 1.3477536789161184e-07 -2.2599239997589393e-05
leaf_weight=20 23 30 22 21 31 156 20 20 20 25 21 20 29 21 35 23 20 33 25 25 22 25 62 54 26 20 21 27 2184 40
leaf_count=20 23 30 22 21 31 156 20 20 20 25 21 20 29 21 35 23 20 33 25 25 22 25 62 54 26 20 21 27 2184 40
internal_value=0 8.25452e-08 -2.21403e-08 5.92758e-08 -1.88746e-07 4.09349e-06 3.65547e-08 1.02e-05 2.03107e-06 -2.19544e-07 -6.63053e-06 5.48001e-08 9.18481e-07 9.23862e-06 -2.12491e-07 -2.75911e-06 5.47357e-08 -1.03588e-07 8.64386e-08 -1.10025e-07 4.92519e-08 9.90187e-06 -1.39066e-07 -2.78538e-07 -9.07378e-06 -1.77212e-05 9.82933e-08 1.39878e-05 -1.9335e-07 -7.21909e-06
internal_weight=0 3098 3078 3056 2879 177 2848 70 50 2778 114 2664 94 65 2639 44 2604 2584 2551 2531 2506 47 2459 2434 100 74 2334 48 2286 102
internal_count=3121 3098 3078 3056 2879 177 2848 70 50 2778 114 2664 94 65 2639 44 2604 2584 2551 2531 2506 47 2459 2434 100 74 2334 48 2286 102
is_linear=0
shrinkage=0.1


Tree=5071
num_leaves=31
num_cat=0
split_feature=11 394 394 1184 3 129 1182 390 1186 4 393 2 33 1429 156 11 12 475 158 158 159 50 1446 128 128 128 13 10 2 52
split_gain=2.7304e-07 2.75932e-07 1.12713e-06 6.96579e-07 4.72146e-07 3.05868e-07 4.509e-07 5.35042e-07 5.75001e-07 1.48859e-06 1.32197e-06 2.39199e-06 3.3533e-07 3.07735e-07 7.84138e-07 4.91453e-07 1.13561e-06 8.96157e-07 3.24018e-07 3.50687e-07 3.53132e-07 7.23861e-07 4.12226e-07 3.41606e-07 4.70505e-07 4.1978e-07 3.63304e-07 1.74135e-06 1.84585e-06 1.05339e-06
threshold=-0.072629999999999986 -0.15150999999999998 -0.11103499999999998 0.088760000000000019 -0.082594999999999988 0.11266500000000002 0.086460000000000009 0.088565000000000019 0.062435000000000011 -0.065794999999999979 0.10585500000000002 0.084550000000000014 -0.044254999999999996 -0.23752499999999996 0.32523500000000005 0.095720000000000013 0.10742000000000002 0.093020000000000005 -0.47382999999999992 -0.4686749999999999 -0.45371999999999996 0.12213000000000002 -0.073109999999999994 0.10828500000000001 0.11976500000000002 0.10318000000000001 0.24813000000000004 -0.38124499999999995 0.16394500000000004 0.086040000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 5 -2 6 7 8 10 -10 12 -12 -4 -14 15 17 -17 18 -15 -20 21 -21 -22 25 -25 26 27 -24 -29 -28
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11 11 -13 13 14 -16 16 -18 -19 19 20 22 -23 23 24 -26 -27 29 28 -30 -31
leaf_value=-1.1364149897763994e-05 -1.9039311991946308e-05 2.3846681087889011e-05 1.288512086830451e-05 -1.8571823502497864e-05 2.6896138297161089e-06 1.0951856407141001e-05 -1.3593110346240187e-05 1.5039442022649988e-05 -3.0931467669385408e-05 3.5510519241612317e-06 4.2742402438307185e-05 -6.1655943227378888e-06 -1.2169508296383789e-05 -1.2527850217988349e-05 1.971120357666223e-05 -2.5226296624168755e-05 3.8569402435988547e-06 1.8154346632518017e-05 1.1281388813383981e-05 -1.8885466638964536e-05 1.2283323815575354e-05 4.5925184423367687e-06 2.1293274642774029e-05 -1.7642596811548665e-05 1.7740841561438476e-06 1.1589522065121621e-05 3.7939568975506805e-06 -1.614926375659813e-08 -2.9114878448539952e-05 -2.5614471865001827e-05
leaf_weight=21 20 20 20 20 20 26 24 24 21 31 20 20 21 21 20 25 29 27 27 29 27 24 38 26 24 31 29 2393 22 21
leaf_count=21 20 20 20 20 20 26 24 24 21 31 20 20 21 21 20 25 29 27 27 29 27 24 38 26 24 31 29 2393 22 21
internal_value=0 7.69975e-08 1.84865e-07 2.91949e-08 -8.17485e-06 1.5238e-07 5.85974e-08 1.68914e-07 4.77694e-08 -1.03746e-05 2.3504e-07 1.82884e-05 -1.7985e-08 -1.09044e-07 -1.90089e-08 -1.60292e-07 -9.60752e-06 2.59621e-08 -1.5452e-07 -5.79608e-08 -1.72887e-07 -8.25393e-06 -8.85171e-09 -1.37292e-07 -8.32259e-06 2.42178e-08 -1.1902e-07 5.29849e-08 -2.81231e-07 -8.55758e-06
internal_weight=0 3100 3060 3040 40 3020 2994 2970 2946 52 2894 40 2854 2834 2813 2793 54 2739 2712 2691 2664 53 2611 2584 50 2534 2503 2453 2415 50
internal_count=3121 3100 3060 3040 40 3020 2994 2970 2946 52 2894 40 2854 2834 2813 2793 54 2739 2712 2691 2664 53 2611 2584 50 2534 2503 2453 2415 50
is_linear=0
shrinkage=0.1


Tree=5072
num_leaves=31
num_cat=0
split_feature=472 1429 13 13 0 484 2 52 3 42 49 0 3 0 13 2 2 2 160 481 2 2 16 133 4 12 403 160 475 16
split_gain=3.27069e-07 6.91619e-07 3.25047e-07 1.87058e-06 1.58471e-06 6.08727e-07 1.45969e-06 5.22464e-07 8.30623e-07 5.35964e-07 5.94229e-07 9.14295e-07 5.10265e-07 4.82091e-07 5.14858e-07 4.06129e-07 2.97817e-06 2.72277e-06 1.84849e-06 3.68955e-06 1.30845e-06 2.06098e-06 3.64603e-06 5.14932e-06 1.41732e-06 2.20763e-06 2.18798e-06 1.1996e-06 1.15156e-06 1.81497e-06
threshold=-0.38234499999999999 -0.23587499999999997 0.095710000000000017 0.084330000000000016 0.12411500000000002 0.090535000000000018 0.14838000000000004 0.092965000000000006 -0.094874999999999987 -0.16797499999999996 -0.0072499999999999986 -0.094654999999999975 -0.16726499999999997 -0.08095999999999999 0.11217000000000001 0.093175000000000022 0.093680000000000013 0.092635000000000009 -0.53908999999999996 -0.085749999999999979 0.094400000000000026 0.096325000000000008 -0.07550999999999998 0.068115000000000023 -0.072334999999999997 0.096645000000000009 -0.44023999999999991 -0.52439499999999983 -0.024084999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 12 5 6 7 9 -9 -4 -11 -12 -3 -13 -15 17 -17 18 19 -14 -18 22 -22 -24 25 28 -26 -20 -23 -30
right_child=1 2 4 -5 -6 -7 -8 8 -10 10 11 13 15 14 -16 16 20 -19 27 -21 21 24 23 -25 26 -27 -28 -29 29 -31
leaf_value=-1.1628883385128574e-05 1.7366417118271624e-05 1.3370078464244476e-05 -1.2443491438964638e-05 -2.2115965615599776e-05 2.4914270450911621e-05 -1.4199355093296617e-05 2.6730755251430145e-05 -2.4360461769728795e-05 4.1149093067360808e-06 -7.5250791352035865e-06 2.6559011118027208e-05 -7.5125673406871237e-06 -4.8419913856518994e-05 -3.8439833963860542e-06 1.4768817116072613e-05 -3.4602319936783282e-05 1.86447746803727e-05 3.1633030020218814e-05 2.2990806451161918e-05 3.7547883797136218e-06 1.6725162773086185e-05 -1.5978625306161121e-05 -6.5965682877807316e-05 -3.3463625405947199e-06 -3.2962279940627266e-05 3.4394689970440594e-05 -9.1320564521392435e-07 4.7293279161564589e-07 -8.5229603712377866e-06 2.3800395783717634e-05
leaf_weight=24 23 28 22 39 30 25 22 21 20 33 21 28 23 23 42 27 33 28 24 33 22 25 24 29 22 28 671 1661 32 38
leaf_count=24 23 28 22 39 30 25 22 21 20 33 21 28 23 23 42 27 33 28 24 33 22 25 24 29 22 28 671 1661 32 38
internal_value=0 9.01118e-08 -3.91514e-08 -3.69136e-07 3.16526e-06 6.2647e-07 2.22408e-06 -3.43285e-07 -1.047e-05 2.1135e-06 4.2921e-06 7.71286e-06 -6.05021e-08 3.45728e-06 8.18275e-06 -1.98758e-07 -1.86532e-06 6.97171e-07 1.99639e-07 -1.76741e-05 -9.08717e-07 -1.63292e-06 -1.74969e-05 -3.17023e-05 -1.74835e-07 9.71761e-06 -1.93064e-06 7.93662e-07 2.44437e-06 9.024e-06
internal_weight=0 3097 3074 2787 287 257 232 210 41 169 147 114 2748 93 65 2720 951 1769 1741 56 924 891 75 53 816 123 693 1685 95 70
internal_count=3121 3097 3074 2787 287 257 232 210 41 169 147 114 2748 93 65 2720 951 1769 1741 56 924 891 75 53 816 123 693 1685 95 70
is_linear=0
shrinkage=0.1


Tree=5073
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 11 4 1428 1419 12 43 471 156 483 1455 483 52 160 482 483 482 3 2 2 2 2 4 51 133 3
split_gain=2.86951e-07 1.61139e-06 7.38145e-07 2.73809e-07 6.9773e-07 2.82361e-07 8.81032e-07 6.63342e-07 2.82991e-07 8.14464e-07 1.14888e-06 5.9833e-07 4.04797e-07 3.81731e-07 9.32065e-07 1.28782e-06 3.32149e-06 1.84574e-06 6.18533e-07 2.60555e-06 1.54197e-06 1.03989e-06 4.64604e-07 2.23347e-06 1.11273e-06 5.11362e-06 2.65906e-06 4.87584e-06 2.99329e-06 3.54705e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 0.097680000000000017 -0.018869999999999994 0.094820000000000015 0.087610000000000007 0.089625000000000024 -0.065269999999999981 0.089900000000000022 -0.087544999999999998 0.10083000000000002 0.0034400000000000008 0.12325000000000001 0.12445000000000002 -0.085024999999999989 0.089605000000000018 0.088610000000000008 0.086210000000000023 -0.082284999999999983 0.10584500000000001 0.10699500000000002 0.096325000000000008 0.095195000000000016 -0.072334999999999997 -0.092769999999999991 0.090445000000000011 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 7 -7 8 11 -10 -11 12 -5 18 15 16 17 -15 20 21 22 -20 24 -24 25 -14 27 -26 -28 -30
right_child=1 3 -4 4 -6 6 -8 -9 9 10 -12 -13 13 14 -16 -17 -18 -19 19 -21 -22 -23 23 -25 26 -27 28 -29 29 -31
leaf_value=-1.3193708832076459e-06 2.7865553810053306e-05 -1.1595950554692536e-05 -1.8961384423029678e-05 -1.2700607474471325e-05 1.8757998568617043e-05 -2.3580039860462422e-05 4.111547066174724e-06 1.4458760061586419e-05 9.4323564813488959e-06 -3.122649248412234e-05 1.8518101125577924e-06 1.3314411326599143e-05 5.0268875176101594e-07 -2.0728431518364236e-05 -1.4192067096701066e-05 -5.1647715341268376e-06 4.8491881139141151e-05 2.1719091139294462e-05 1.6881105968353111e-05 -3.9113311439515592e-05 2.6463457999687472e-05 -9.3642039003169803e-06 -3.0255926861043137e-05 -1.2155973427085534e-06 -1.5050137101622698e-05 -3.9255623458743551e-05 1.0294056679944477e-05 4.3735473949508627e-05 -4.0844554581920626e-05 1.1657854852583942e-05
leaf_weight=195 21 20 27 25 20 20 27 32 21 21 21 34 1642 20 20 38 23 21 26 21 22 36 28 489 21 33 101 43 31 22
leaf_count=195 21 20 27 25 20 20 27 32 21 21 21 34 1642 20 20 38 23 21 26 21 22 36 28 489 21 33 101 43 31 22
internal_value=0 2.65334e-07 -3.46502e-06 6.3942e-08 1.45537e-07 1.43708e-08 -7.67211e-06 1.4381e-07 -2.22208e-08 -6.64744e-06 -1.46873e-05 1.32597e-07 -3.57657e-08 8.4303e-08 5.54707e-06 9.41749e-06 1.80757e-05 1.01298e-06 -1.8069e-07 -8.66966e-06 1.09024e-07 1.64189e-06 -1.31556e-07 -2.78838e-06 5.94053e-07 -2.80609e-07 7.31451e-06 2.44464e-05 1.94749e-07 -1.90511e-05
internal_weight=0 2899 222 2878 2858 2838 47 2791 2759 63 42 2696 2662 2637 122 102 64 41 2515 83 2432 62 2410 517 1893 1675 218 64 154 53
internal_count=3121 2899 222 2878 2858 2838 47 2791 2759 63 42 2696 2662 2637 122 102 64 41 2515 83 2432 62 2410 517 1893 1675 218 64 154 53
is_linear=0
shrinkage=0.1


Tree=5074
num_leaves=31
num_cat=0
split_feature=472 1429 132 1203 1185 50 1429 1428 402 402 1210 403 1209 2 1209 401 133 1209 49 157 43 43 484 15 1 13 49 133 49 49
split_gain=3.56668e-07 6.25427e-07 2.78879e-07 7.29593e-06 4.38452e-06 1.46973e-06 3.41061e-07 3.70682e-07 2.94081e-07 7.43327e-07 6.09974e-07 3.94532e-07 2.97262e-07 1.66383e-06 7.47364e-07 8.69501e-07 3.95443e-07 7.41623e-07 2.9468e-07 1.36932e-06 2.22391e-06 5.30028e-06 3.1905e-06 1.9922e-06 1.02499e-06 1.16326e-06 8.43914e-07 6.81855e-07 5.01737e-07 5.23239e-07
threshold=-0.38234499999999999 -0.23587499999999997 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.093975000000000017 -0.094049999999999981 0.092095000000000024 -0.46900499999999995 -0.45015499999999992 0.24726500000000004 -0.43370499999999995 -0.084519999999999984 0.084245000000000014 -0.067109999999999989 -0.099524999999999988 0.41553500000000004 0.11495000000000001 0.10440000000000001 -0.087424999999999989 -0.081674999999999984 -0.095049999999999982 0.085790000000000019 -0.052074999999999989 0.091900000000000023 -0.071554999999999994 0.09858500000000002 0.087575000000000014 0.096415000000000015 0.092975000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 -6 8 11 -10 12 -8 13 -11 -14 -16 17 18 26 -20 21 27 23 24 25 -22 28 -21 29 -17
right_child=1 2 4 -5 6 -7 7 -9 9 10 -12 -13 14 -15 15 16 -18 -19 19 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.2143663995326886e-05 1.6522902411531465e-05 4.2503111429173906e-07 -4.4761725480797894e-05 5.944540242212714e-05 -1.2074042372304299e-05 -2.7572412963785438e-05 -1.7636256026370186e-06 1.1400350113349148e-05 -1.5012171008327807e-05 1.2701631007635465e-05 1.5635253228538204e-05 1.7194423239793058e-05 1.635701660883829e-05 -2.0127970655218968e-05 -1.7286933951975795e-05 1.8220760771348485e-07 -1.1287166271358729e-05 1.813668368413346e-05 -2.8206669048813639e-05 3.7884362973272803e-06 -3.4132744288702577e-06 4.588685249776366e-05 -4.2640278752514864e-05 2.3906963750050638e-05 9.2914287774438486e-07 -3.202430826031896e-05 1.5660062710291339e-05 -2.201118823861526e-05 -1.4155167104945577e-05 1.2338923020630925e-05
leaf_weight=24 23 175 22 21 23 21 21 29 33 26 25 23 28 38 29 2143 30 23 20 20 30 30 22 25 73 27 36 21 24 36
leaf_count=24 23 175 22 21 23 21 21 29 33 26 25 23 28 38 29 2143 30 23 20 20 30 30 22 25 73 27 36 21 24 36
internal_value=0 9.41121e-08 -2.88098e-08 3.42725e-06 -2.91311e-07 -2.5747e-06 5.3786e-08 1.52982e-07 3.57801e-08 -9.45088e-08 8.7414e-08 8.14626e-06 -5.75678e-08 -6.79094e-06 1.071e-07 -6.86424e-08 1.26409e-07 2.61747e-07 9.77572e-08 -3.03594e-06 -1.00605e-06 1.39456e-05 -7.00361e-06 -1.9455e-06 -6.91713e-06 -1.69659e-05 4.7285e-07 -9.42601e-06 2.2467e-07 3.83053e-07
internal_weight=0 3097 3074 217 2857 196 2835 2812 2783 2739 2706 44 2681 64 2617 2589 2560 2530 2507 268 248 71 177 155 130 57 2239 41 2203 2179
internal_count=3121 3097 3074 217 2857 196 2835 2812 2783 2739 2706 44 2681 64 2617 2589 2560 2530 2507 268 248 71 177 155 130 57 2239 41 2203 2179
is_linear=0
shrinkage=0.1


Tree=5075
num_leaves=31
num_cat=0
split_feature=472 1429 13 3 0 51 1 2 0 2 133 0 1212 401 132 393 1203 0 133 11 9 10 9 4 4 42 481 2 2 0
split_gain=2.88901e-07 5.06595e-07 2.8304e-07 1.62159e-06 1.20443e-06 5.5157e-07 1.19589e-06 1.08067e-06 8.06818e-07 6.36312e-07 1.63509e-06 7.53905e-07 4.1165e-07 5.56859e-07 4.07303e-07 1.95537e-06 9.06202e-07 3.85191e-07 1.55844e-06 4.29752e-07 8.39863e-07 1.45234e-06 6.32023e-07 4.19437e-07 3.25998e-06 1.70042e-06 3.7716e-06 2.42941e-06 3.45402e-06 2.72139e-06
threshold=-0.38234499999999999 -0.23587499999999997 0.095710000000000017 -0.24124499999999996 0.12411500000000002 -0.22258499999999998 0.13743000000000002 0.080205000000000012 -0.077809999999999976 0.090425000000000019 0.12032500000000002 -0.094654999999999975 -0.52517999999999987 0.13699500000000003 -0.083174999999999985 0.10585500000000002 0.089005000000000015 0.10455500000000001 0.086910000000000015 -0.011194999999999998 0.092235000000000011 0.0036750000000000007 0.085555000000000006 -0.082594999999999988 -0.083439999999999986 0.091205000000000008 -0.086219999999999977 0.082850000000000021 0.083715000000000026 -0.083389999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 8 -7 10 -9 -11 -5 14 16 17 -14 19 -19 -16 21 22 23 24 25 26 -21 29 -29 -28
right_child=1 2 4 12 -6 6 -8 9 -10 11 -12 -13 13 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.0929297801946329e-05 1.4870613710587825e-05 -2.3077553411102629e-05 1.3740743634116371e-05 1.4216424697224283e-05 2.1925070126371796e-05 3.215959704253432e-06 -2.4257071127067322e-05 3.6305042057291659e-06 2.9145633332172154e-05 1.5998290864108303e-05 -3.4093973099516012e-05 -3.1829209172642819e-06 -1.7518282692272827e-06 -1.6807625652290881e-05 1.4162270872475347e-05 3.1431214374606497e-05 -2.1427168556126871e-05 -2.0967425282498499e-05 8.9846850528374489e-06 -3.8568491465412082e-05 -1.5255435420320803e-05 2.185188660962834e-05 -1.6431107645115372e-05 -4.1488894198897539e-07 3.542488100657497e-05 2.4936458689976633e-05 -4.6362613975361459e-05 4.5774636528221895e-05 2.6544907399610746e-06 -2.3204362266969452e-06
leaf_weight=24 23 31 29 20 30 28 20 27 21 27 20 85 176 20 22 20 27 38 32 25 35 31 23 1883 29 27 20 20 261 47
leaf_count=24 23 31 29 20 30 28 20 27 21 27 20 85 176 20 22 20 27 38 32 25 35 31 23 1883 29 27 20 20 261 47
internal_value=0 8.47085e-08 -2.59212e-08 -3.33846e-07 2.96428e-06 7.50953e-07 -9.01257e-07 1.34449e-06 1.43287e-05 -2.65692e-06 -1.24225e-05 1.44112e-06 -7.80206e-08 -1.82512e-07 -6.00886e-08 2.87964e-07 -4.36875e-06 3.81188e-08 -7.27503e-06 2.49394e-07 1.21913e-07 3.49388e-07 6.39162e-08 2.2801e-07 3.04987e-06 7.02685e-07 -1.0515e-06 1.64368e-06 5.72354e-06 -1.54674e-05
internal_weight=0 3097 3074 2787 287 257 228 208 49 159 47 112 2756 2736 2716 2513 203 2493 70 2423 2401 2366 2335 2312 429 400 373 348 281 67
internal_count=3121 3097 3074 2787 287 257 228 208 49 159 47 112 2756 2736 2716 2513 203 2493 70 2423 2401 2366 2335 2312 429 400 373 348 281 67
is_linear=0
shrinkage=0.1


Tree=5076
num_leaves=31
num_cat=0
split_feature=1429 156 132 50 393 1203 1 120 52 39 9 10 0 2 33 34 11 52 1429 46 470 11 157 156 475 154 3 12 11 14
split_gain=3.56347e-07 7.13527e-07 2.84225e-07 7.67085e-06 4.04639e-06 1.73754e-06 2.87742e-07 8.82458e-07 1.6731e-06 5.91025e-07 4.27564e-07 9.28868e-07 1.64276e-06 6.14287e-07 4.22949e-07 4.74887e-07 3.81071e-07 1.03975e-06 5.99325e-07 3.98968e-07 1.94521e-06 6.32358e-07 5.30231e-07 4.0965e-07 5.23425e-07 5.74715e-07 4.40554e-07 9.09125e-07 7.9545e-07 7.48956e-07
threshold=-0.23752499999999996 0.32523500000000005 -0.083284999999999984 0.097510000000000013 0.12679500000000002 0.089480000000000018 0.16540500000000002 1.0000000180025095e-35 -0.057699999999999994 0.12768500000000002 0.092890000000000014 0.053330000000000009 -0.067094999999999988 -0.090999999999999984 0.085305000000000006 -0.084769999999999984 0.095720000000000013 -0.088614999999999985 -0.10379499999999998 0.10253500000000002 1.0000000180025095e-35 0.088215000000000002 0.41580000000000006 0.11850000000000001 0.058495000000000012 0.084190000000000001 -0.16726499999999997 0.082095000000000015 0.081365000000000007 0.078745000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 7 9 -9 10 11 13 -13 -4 15 -15 18 -18 -17 20 21 22 23 24 25 26 27 -20 29 -28
right_child=1 -3 4 -5 -6 -7 -8 8 -10 -11 -12 12 -14 14 -16 16 17 -19 19 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-1.2682035743306518e-05 4.7668137041641368e-07 1.8917160141427305e-05 1.4554539995578095e-05 6.0896438047902423e-05 -4.5119330034140153e-05 -3.0627848151425499e-05 1.0699631675379352e-05 6.0598128857236592e-06 -3.4353855887946428e-05 1.5145184019834584e-05 1.0393052459151547e-05 -3.5650691183946035e-05 3.9484439954859146e-06 1.5014111531421631e-05 -1.3886839538331102e-05 1.5798998128957466e-05 -2.60343815170927e-05 5.4694803607576022e-06 -7.2298370660543086e-07 -1.4146194753266172e-05 3.1095968793124485e-05 -1.6039751928474289e-05 1.6161056246346563e-05 -1.0354546464860995e-05 1.4371267367096152e-05 -1.6644100374140269e-05 -3.0794210865140715e-07 2.5203071567418755e-05 -1.8750132446020082e-05 1.3170592743942204e-05
leaf_weight=22 176 20 29 21 20 20 25 20 21 26 39 20 22 21 22 24 20 22 38 20 20 25 20 39 25 21 2237 21 23 42
leaf_count=22 176 20 29 21 20 20 25 20 21 26 39 20 22 21 22 24 20 22 38 20 20 25 20 39 25 21 2237 21 23 42
internal_value=0 9.00305e-08 -3.22633e-08 3.45698e-06 -2.96821e-07 -2.69725e-06 1.8608e-08 -7.61828e-08 -1.46399e-05 1.38915e-07 -2.96256e-09 -1.52518e-07 -1.49083e-05 7.96823e-08 -7.93219e-08 3.67077e-08 -8.44034e-08 -9.53236e-06 7.09055e-08 -7.82349e-08 3.38158e-08 -2.15579e-07 -5.51558e-08 -1.87749e-07 -2.30195e-08 -1.74093e-07 -2.76e-08 8.50493e-06 -2.46288e-07 -5.95444e-08
internal_weight=0 3099 3079 217 2862 196 2842 2817 41 2776 2750 2711 42 2669 2640 2618 2597 42 2555 2531 2511 2491 2466 2446 2407 2382 2361 59 2302 2279
internal_count=3121 3099 3079 217 2862 196 2842 2817 41 2776 2750 2711 42 2669 2640 2618 2597 42 2555 2531 2511 2491 2466 2446 2407 2382 2361 59 2302 2279
is_linear=0
shrinkage=0.1


Tree=5077
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1428 132 1185 1203 481 42 2 42 15 131 40 4 40 16 1456 1 12 43 131 12 13 15 15 1 4 13 133
split_gain=3.08985e-07 4.74041e-07 2.77788e-07 3.2255e-07 2.76384e-07 2.00945e-06 5.9053e-07 2.70885e-07 2.35739e-06 3.19036e-06 6.59727e-06 1.33454e-06 4.00007e-07 9.6951e-07 8.3631e-07 8.35197e-07 1.00335e-06 8.72507e-07 8.14298e-07 1.18748e-06 1.50302e-06 1.69124e-06 8.66203e-07 7.70015e-07 2.32263e-06 1.36151e-06 8.77402e-07 1.61579e-06 1.28521e-06 5.67911e-07
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 0.092095000000000024 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.086484999999999992 0.091205000000000008 0.090050000000000005 0.086325000000000013 -0.008624999999999999 0.081165000000000001 -0.24290999999999999 0.62736500000000006 -0.07632499999999999 -0.40995499999999996 -0.079429999999999987 0.11669000000000002 0.085250000000000006 -0.09002499999999998 0.097310000000000021 0.096645000000000009 -0.077799999999999994 -0.0072999999999999992 -0.026084999999999994 0.078340000000000007 -0.050494999999999991 -0.0097949999999999982 0.41068500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4 8 9 10 11 -7 13 -9 -15 -14 -17 -18 19 -19 21 -21 -20 24 25 -22 28 -28 -25 -23
right_child=1 2 3 -5 5 7 -8 12 -10 -11 -12 -13 15 14 -16 16 17 18 22 20 23 29 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-1.1302816650034705e-05 1.4390536568459104e-05 -1.0517592817450349e-05 -1.5070024425805863e-06 1.0562675663158159e-05 3.1050049143405412e-05 -6.4844635016925172e-06 -1.7306763968210562e-05 -2.1640990739384009e-05 3.4161682544270825e-05 2.8867264522602912e-05 -5.2923721943023756e-05 3.0046933479752623e-05 1.6704031640146193e-05 -7.6119824187239384e-07 1.6947464320293405e-05 -1.3061028302920685e-05 -1.6389196901979051e-05 -1.6057900077726119e-05 2.6718940632880127e-05 4.1677516501295036e-05 8.1159908670709169e-06 -3.3382390593033051e-06 2.3853178953729749e-07 2.2337422879817579e-05 3.5088737000809157e-05 -2.2721439050986771e-05 -3.2494615012323123e-05 6.2171910244882493e-07 -9.7150177366686344e-06 1.8968669610330836e-05
leaf_weight=24 23 25 191 29 21 20 27 22 22 24 26 20 38 2171 27 44 22 32 30 20 41 25 21 22 22 22 26 34 29 21
leaf_count=24 23 25 191 29 21 20 27 22 22 24 26 20 38 2171 27 44 22 32 30 20 41 25 21 22 22 22 26 34 29 21
internal_value=0 8.75952e-08 -1.94209e-08 6.66579e-08 -3.41317e-08 2.32706e-07 -3.46385e-06 -3.09096e-12 4.81789e-06 -2.35503e-06 -1.37086e-05 1.17812e-05 -2.02178e-07 -7.52739e-07 -5.43667e-07 2.51998e-06 1.20855e-06 2.91935e-06 4.15062e-06 2.12716e-06 4.34824e-06 1.74006e-05 1.58152e-05 -4.69264e-08 7.11572e-06 -2.65264e-06 -5.53184e-06 -1.37287e-05 4.11153e-06 6.84535e-06
internal_weight=0 3097 3074 3049 3020 2802 218 2781 112 90 66 40 2669 2220 2198 449 411 367 345 294 262 66 51 196 85 63 111 60 51 46
internal_count=3121 3097 3074 3049 3020 2802 218 2781 112 90 66 40 2669 2220 2198 449 411 367 345 294 262 66 51 196 85 63 111 60 51 46
is_linear=0
shrinkage=0.1


Tree=5078
num_leaves=31
num_cat=0
split_feature=1429 156 132 1203 132 50 11 1417 1429 1429 42 13 457 14 10 150 148 457 482 159 15 1 2 15 4 0 1186 13 16 130
split_gain=3.59391e-07 6.47641e-07 2.83647e-07 7.5152e-06 3.85142e-06 1.79502e-06 2.73958e-07 2.59965e-07 3.65493e-07 5.23297e-07 9.52679e-07 2.60216e-07 1.21063e-06 1.02069e-06 1.13399e-06 8.51208e-07 2.22507e-06 1.23092e-06 9.3912e-07 2.37763e-06 1.43571e-06 1.05743e-05 2.42156e-05 4.59971e-06 2.05266e-06 1.89258e-06 7.26853e-07 7.16801e-07 9.04635e-07 1.67789e-06
threshold=-0.23752499999999996 0.32523500000000005 -0.083284999999999984 0.089165000000000008 -0.076764999999999986 0.093975000000000017 -0.072629999999999986 -0.080324999999999994 -0.094049999999999981 -0.069929999999999978 0.084435000000000024 -0.0034749999999999994 -0.081454999999999986 0.078235000000000013 0.0036750000000000007 0.10980500000000001 -0.063899999999999985 0.097000000000000017 0.090355000000000005 0.11084000000000001 -0.10203999999999998 0.092695000000000013 0.10402500000000002 -0.095244999999999982 0.50194500000000009 -0.15931499999999996 -0.085584999999999981 -0.0090849999999999976 -0.082779999999999979 0.085235000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -6 -8 -9 10 -10 27 -13 14 15 17 -17 18 19 20 21 -14 -23 -22 -24 -25 -27 -11 -29 -30
right_child=1 -3 4 -5 6 -7 7 8 9 11 -12 12 13 -15 -16 16 -18 -19 -20 -21 23 22 24 25 -26 26 -28 28 29 -31
leaf_value=-1.2736097513962623e-05 4.0322222112160221e-07 1.8027258902293398e-05 -4.2958338538786242e-05 5.7507303142262144e-05 -1.1354442384409985e-05 -3.0556866942701862e-05 -1.1250744501012378e-05 -1.161033135129121e-05 -4.2790872872241643e-06 2.1953802408424473e-08 2.5180454996070296e-05 -2.0509492647609782e-05 -4.8116878159427349e-05 -1.1694421330419723e-05 2.4589269802769804e-05 9.5439557867393894e-06 -3.561849926882133e-05 2.6635637697257733e-05 2.2899854837470977e-05 -2.6087333427657821e-05 -4.4705541776714935e-05 0.00012316249412292347 -2.0955781747034055e-05 3.0473630575518956e-05 1.8751680007604276e-05 1.8262941273860632e-05 7.3409218055592816e-07 -1.9931505601273721e-05 -1.0611671033115979e-05 1.8915808178226819e-05
leaf_weight=22 173 20 21 23 21 21 20 26 21 1776 23 24 21 49 24 24 20 22 22 29 21 21 30 24 23 25 440 41 67 27
leaf_count=22 173 20 21 23 21 21 20 26 21 1776 23 24 21 49 24 24 20 22 22 29 21 21 30 24 23 25 440 41 67 27
internal_value=0 9.04086e-08 -2.61023e-08 3.45959e-06 -2.90391e-07 -2.94813e-06 2.5e-08 1.09741e-07 1.90887e-07 3.01497e-07 1.11202e-05 1.27129e-07 1.61846e-06 2.28647e-06 3.20479e-06 2.49395e-06 -1.09844e-05 3.36865e-06 2.58836e-06 1.88354e-06 3.22429e-06 1.45113e-05 3.22842e-05 1.12181e-06 -3.72424e-06 3.08986e-06 1.6765e-06 -5.12013e-07 -7.53664e-06 -2.13037e-06
internal_weight=0 3099 3079 217 2862 194 2841 2820 2800 2774 44 2730 819 795 746 722 44 678 656 634 605 95 74 510 53 489 465 1911 135 94
internal_count=3121 3099 3079 217 2862 194 2841 2820 2800 2774 44 2730 819 795 746 722 44 678 656 634 605 95 74 510 53 489 465 1911 135 94
is_linear=0
shrinkage=0.1


Tree=5079
num_leaves=31
num_cat=0
split_feature=156 156 1365 150 1371 474 150 474 49 2 484 49 4 159 456 474 1429 475 376 4 123 123 39 2 4 484 1 4 9 9
split_gain=3.28881e-07 3.98912e-07 2.78974e-07 3.69955e-07 4.72126e-07 4.59768e-07 3.10294e-06 2.61011e-06 1.34268e-06 3.48049e-06 4.45155e-06 1.9591e-06 5.81038e-07 1.21347e-06 1.14367e-06 8.96758e-07 1.85407e-06 4.75583e-07 4.14306e-07 6.95899e-07 4.76165e-07 1.1587e-06 8.35752e-07 6.42356e-07 6.05946e-07 1.33117e-06 1.15078e-06 1.53777e-06 1.45096e-06 6.96591e-07
threshold=0.3248100000000001 0.14862 0.088010000000000019 -0.094239999999999977 0.086910000000000015 0.083760000000000015 0.10874500000000002 0.079590000000000008 0.08610000000000001 0.10402500000000002 0.08764000000000001 1.0000000180025095e-35 -0.015039999999999998 0.10545500000000001 0.087635000000000005 0.091180000000000011 0.083985000000000018 -0.082274999999999987 0.087010000000000018 0.50644500000000015 0.085740000000000011 0.087755000000000014 0.089790000000000023 0.11682500000000001 0.51164000000000009 0.090535000000000018 0.13743000000000002 0.27287000000000006 0.092410000000000006 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 8 18 11 10 -10 12 13 15 -14 16 -7 -17 20 -20 24 -22 -23 -24 26 -26 28 -28 29 -5
right_child=-2 -3 -4 4 -6 6 -8 -9 9 -11 -12 -13 14 -15 -16 17 -18 -19 19 -21 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-7.4484410632392801e-06 -1.1913761899568668e-05 1.3824190951016223e-05 9.5907945130117386e-06 2.5216850937151834e-07 1.4660604762830397e-05 3.9330790373655458e-05 -3.2141244958903404e-05 3.5532478311021505e-05 4.3802326007081368e-05 -2.300945015824916e-05 -1.4483459913208208e-05 -3.1845095833452194e-05 -1.3106683710271357e-06 -1.6768526180991708e-05 -2.7601922828677873e-05 -1.3120905108128986e-05 1.619321824364306e-06 7.4856012247437324e-06 1.4520326681122242e-05 -6.6348982668189471e-06 -2.771107799725585e-05 1.0570761407828233e-05 -2.1419150198198625e-05 2.2373217069054426e-06 2.2225808488901995e-05 -6.388891424962665e-06 -2.1768320685192807e-07 -3.1430214846329403e-05 2.7127677965381737e-05 -1.7240305659588952e-05
leaf_weight=67 23 21 30 2232 22 22 34 21 38 22 20 23 78 24 21 21 32 24 48 23 21 34 24 22 37 29 38 27 20 23
leaf_count=67 23 21 30 2232 22 22 34 21 38 22 20 23 78 24 21 21 32 24 48 23 21 34 24 22 37 29 38 27 20 23
internal_value=0 8.84542e-08 -5.28988e-09 -9.97705e-08 6.54513e-08 -4.30996e-08 -3.39759e-06 4.20256e-07 -3.9056e-07 1.08576e-05 2.37038e-05 -4.06344e-06 -1.18516e-06 3.40461e-06 -6.8876e-06 8.29506e-06 1.69833e-05 -2.13077e-06 1.34237e-07 7.66723e-06 -7.91022e-08 -6.8056e-06 -1.31791e-06 -1.01052e-05 2.03265e-07 9.65268e-06 -6.32569e-08 -1.31829e-05 3.1159e-07 7.3753e-08
internal_weight=0 3098 3077 3047 2980 2958 359 2599 325 80 58 245 222 123 99 99 54 45 2578 71 2507 101 80 46 2406 66 2340 65 2275 2255
internal_count=3121 3098 3077 3047 2980 2958 359 2599 325 80 58 245 222 123 99 99 54 45 2578 71 2507 101 80 46 2406 66 2340 65 2275 2255
is_linear=0
shrinkage=0.1


Tree=5080
num_leaves=31
num_cat=0
split_feature=132 393 1203 1429 1426 156 1428 1428 474 474 1429 51 484 13 157 1375 150 1375 3 42 4 51 133 129 150 3 147 1348 484 150
split_gain=2.90394e-07 1.73694e-06 9.13512e-07 2.78082e-07 6.23089e-07 3.52014e-07 3.62218e-07 2.81697e-07 7.95804e-07 3.34567e-07 6.36519e-07 3.14818e-07 2.72359e-06 3.77155e-06 1.32182e-06 1.20745e-06 4.33723e-06 1.27908e-06 8.83451e-07 6.60775e-07 1.09289e-06 6.13231e-07 8.76432e-07 9.32968e-07 5.98944e-07 1.74646e-06 6.54593e-07 7.46333e-07 4.85636e-07 4.55661e-07
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 -0.23752499999999996 -0.089244999999999977 0.15965000000000004 0.092095000000000024 -0.071779999999999997 -0.33653499999999997 -0.082254999999999981 -0.060529999999999994 -0.085604999999999987 0.085790000000000019 -0.0093149999999999986 -0.082819999999999991 -0.15308499999999997 0.10980500000000001 -0.090674999999999992 0.11296500000000002 0.10705500000000003 0.071150000000000005 -0.46621499999999999 0.089980000000000018 0.083780000000000007 0.12706500000000001 -0.079379999999999992 0.097985000000000017 0.087660000000000016 -0.029994999999999997 0.116995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 6 7 -6 -9 -10 -11 12 14 -14 -12 16 -13 -17 19 20 21 -16 23 28 26 -26 27 29 -23 -19
right_child=1 -3 -4 4 5 -7 -8 8 9 10 11 15 13 -15 18 17 -18 24 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.0987834064461565e-06 -1.1692686775859329e-05 2.8922197993995811e-05 -2.0724900990966558e-05 1.690437648821072e-05 -1.1832511872853502e-05 -1.2590190983081068e-05 1.122677383669913e-05 1.995349804928992e-05 -9.5113438726764657e-06 1.700289900864763e-05 2.4928941205698289e-05 5.1585263552169639e-05 -5.5448827875311099e-05 1.3223131536506117e-06 1.1365422743702149e-05 -2.3470560557578447e-05 -9.3870792560275222e-06 2.2739025968488229e-07 1.8951657912111843e-05 1.4393012406799244e-05 -2.0752931020199737e-05 -1.7489031522374085e-05 -2.2507039243051127e-05 1.8921448036053337e-05 -8.5362599656946274e-06 3.3254384989334083e-05 -1.2828615457785931e-05 1.9002749745379247e-05 -9.2956697049625564e-07 -1.2391023668395315e-05
leaf_weight=195 20 21 27 22 20 22 29 20 37 22 21 20 22 25 31 23 28 2170 20 20 35 23 22 20 20 20 39 21 77 29
leaf_count=195 20 21 27 22 20 22 29 20 37 22 21 20 22 25 31 23 28 2170 20 20 35 23 22 20 20 20 39 21 77 29
internal_value=0 2.66927e-07 -3.48574e-06 5.78367e-08 1.40066e-07 1.00182e-08 1.08527e-07 -7.24618e-09 7.82892e-08 -6.65211e-08 6.25256e-08 -7.62265e-08 -3.04111e-06 -2.52514e-05 8.39503e-07 3.19091e-07 1.60181e-05 -5.4356e-09 -1.20033e-06 -2.96805e-06 -4.63738e-06 -1.37701e-06 -4.1588e-06 -7.94962e-07 2.29318e-07 1.23591e-05 1.45369e-08 2.4016e-07 -4.73824e-06 6.0981e-08
internal_weight=0 2899 222 2878 2858 2836 2814 2785 2765 2745 2708 2686 316 47 269 2370 48 2322 248 228 208 173 142 120 2299 40 2259 2220 100 2199
internal_count=3121 2899 222 2878 2858 2836 2814 2785 2765 2745 2708 2686 316 47 269 2370 48 2322 248 228 208 173 142 120 2299 40 2259 2220 100 2199
is_linear=0
shrinkage=0.1


Tree=5081
num_leaves=31
num_cat=0
split_feature=151 16 3 142 11 150 150 147 147 104 34 1 9 13 2 39 10 447 44 0 3 3 4 3 3 160 1375 158 16 16
split_gain=2.75922e-07 9.99979e-07 1.08873e-06 5.87617e-07 7.49722e-07 5.25451e-07 1.42186e-06 5.07435e-07 4.84115e-07 2.98371e-07 3.86207e-07 2.13753e-06 1.32964e-06 1.84084e-06 1.03507e-06 2.00787e-06 5.19513e-07 4.85226e-07 3.36433e-07 2.20309e-06 3.99981e-07 2.9151e-06 2.04527e-06 1.89289e-06 1.06136e-06 7.9114e-07 1.05559e-06 1.07019e-06 1.72189e-06 9.52166e-07
threshold=0.099460000000000007 -0.083134999999999987 -0.083654999999999993 -0.057499999999999989 -0.014494999999999999 0.12640500000000002 0.12068000000000002 0.094075000000000006 0.090755000000000016 0.086600000000000024 -0.057544999999999992 0.10234000000000001 0.091600000000000015 -0.0039049999999999992 -1.0000000180025095e-35 0.085530000000000009 -0.0087699999999999983 0.089095000000000021 0.099360000000000018 -0.24955499999999997 -0.083489999999999995 -0.084074999999999997 -0.080924999999999983 -0.084319999999999992 -0.08323499999999999 0.055845000000000006 1.0000000180025095e-35 0.082560000000000008 -0.095094999999999985 -0.022939999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 7 8 9 10 11 -6 14 -14 15 -12 -13 18 19 -16 21 23 -23 -21 -22 -26 27 28 -27 -29
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11 12 16 13 -15 17 -17 -18 -19 -20 20 24 22 -24 -25 25 26 -28 29 -30 -31
leaf_value=1.6513443058231914e-05 -9.3721745135302757e-06 -5.0358900443825406e-06 2.4211915177667314e-05 -1.8665293170918384e-05 3.4985841994057415e-05 -1.1980384038365997e-05 2.6583879350710049e-05 -1.2315751953739143e-05 1.5476703697459016e-05 -1.2307073855026828e-05 3.5728957142134241e-05 4.9587261709084195e-06 2.5648488742392928e-06 -3.9826333354540113e-05 3.307091606984614e-05 -6.528037746730579e-06 -1.5134234689123168e-05 -1.5740261296741665e-05 -1.1212649463198398e-05 8.1454334494541899e-07 -2.2121983602119147e-05 4.9921953923330882e-05 7.3863861495045044e-06 -2.7608047700293054e-05 -1.8712468591713215e-06 3.8147532756159893e-05 -1.6347978814999144e-05 -9.5483628450259477e-06 7.1605323345343982e-06 1.186576037553371e-05
leaf_weight=21 29 20 35 22 20 37 20 34 20 20 23 31 21 20 20 22 22 20 27 989 24 20 26 24 1324 22 22 56 97 33
leaf_count=21 29 20 35 22 20 37 20 34 20 20 23 31 21 20 20 22 22 20 27 989 24 20 26 24 1324 22 22 56 97 33
internal_value=0 5.65364e-06 1.35763e-05 -1.56376e-07 -2.72445e-07 -1.37294e-07 1.08946e-08 -1.70059e-07 -2.78081e-08 -1.35366e-07 -5.03386e-08 7.12992e-06 -2.38209e-07 -1.81138e-05 2.83962e-08 1.507e-05 -3.38175e-06 -2.21926e-07 -1.0629e-07 6.57087e-09 -2.44202e-07 1.25918e-06 2.58801e-05 1.41155e-07 -1.25313e-06 -9.30828e-07 4.48271e-06 6.68596e-06 1.28892e-05 -1.60829e-06
internal_weight=0 84 55 3037 3016 2994 2957 2937 2903 2883 2863 73 2790 41 2749 45 53 2704 2684 2657 2637 1059 46 1013 1578 1554 230 208 119 89
internal_count=3121 84 55 3037 3016 2994 2957 2937 2903 2883 2863 73 2790 41 2749 45 53 2704 2684 2657 2637 1059 46 1013 1578 1554 230 208 119 89
is_linear=0
shrinkage=0.1


Tree=5082
num_leaves=31
num_cat=0
split_feature=46 46 1456 4 471 471 1455 0 1455 47 0 15 0 9 1 47 1 33 11 9 9 393 482 483 51 120 1 2 1 39
split_gain=2.65281e-07 6.28632e-07 3.47107e-07 1.03731e-06 5.03834e-07 3.82757e-07 3.78603e-07 7.59973e-07 6.40484e-07 3.56871e-07 2.4921e-06 8.22652e-06 2.54669e-06 1.19e-06 4.21499e-06 1.06068e-06 7.25848e-07 5.10032e-07 1.07788e-06 1.06663e-06 2.02624e-06 4.6616e-07 3.78001e-07 1.64567e-06 3.06159e-06 9.01114e-07 1.00701e-06 8.07791e-07 7.24158e-07 6.67393e-07
threshold=0.10987500000000001 0.083550000000000013 0.11510000000000002 0.022185000000000003 0.094575000000000006 0.089900000000000022 -0.097209999999999977 -0.084144999999999984 -0.090354999999999977 0.092165000000000011 -0.10224499999999999 -0.11033999999999998 -0.095504999999999993 -0.013509999999999999 0.10752500000000002 0.089640000000000011 0.13820500000000002 0.085305000000000006 -0.011194999999999998 0.092235000000000011 0.085355000000000014 0.12679500000000002 0.090355000000000005 0.10143000000000001 -0.020454999999999997 1.0000000180025095e-35 0.14326500000000003 0.096015000000000017 0.13559000000000002 0.10713500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 -8 13 11 -11 -12 14 -10 17 -16 18 -15 20 21 22 25 24 -24 26 28 -25 29 -20
right_child=-2 -3 3 -5 -6 -7 8 -9 9 10 12 -13 -14 15 16 -17 -18 -19 19 -21 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=5.8268103748559958e-06 1.0942234178979893e-05 -1.4993542203001198e-05 2.2892757776086607e-05 -7.9433540008722051e-06 -1.199831831140078e-05 1.130828826717334e-05 1.709740185602145e-05 -1.9892021747283355e-05 5.2104084224993138e-05 1.4231577833098445e-06 3.1514423503372552e-05 -7.2150775087634217e-05 -1.8983567649170696e-06 2.2849508266225322e-05 7.4635609890767808e-06 -2.1417741768543593e-05 -1.5360631922786442e-05 -1.5003450768476384e-05 -2.9511916904396981e-07 -1.6753184441718938e-05 3.2052606584329624e-05 1.3408153535447827e-05 -1.8361614726981155e-06 3.4222083181353253e-06 4.5403618265560871e-05 -1.753988529041332e-05 1.9102572616281612e-05 -2.3309496223191674e-05 -1.4012784470794846e-05 1.472391393538904e-05
leaf_weight=20 22 28 24 20 35 30 22 27 20 55 26 21 186 21 38 23 22 22 2148 37 20 26 34 26 23 30 27 20 38 30
leaf_count=20 22 28 24 20 35 30 22 27 20 55 26 21 186 21 38 23 22 22 2148 37 20 26 34 26 23 30 27 20 38 30
internal_value=0 -7.76783e-08 5.83178e-08 8.87634e-06 -6.98596e-08 6.96778e-08 -4.41501e-08 -8.94784e-06 9.94085e-08 -2.98538e-08 -3.37018e-06 -1.89065e-05 2.19944e-06 3.39441e-07 1.2347e-05 -4.09973e-08 -9.0531e-07 1.55512e-07 2.89986e-07 9.73266e-08 3.54746e-07 9.08167e-08 -5.49117e-08 5.8703e-06 1.72255e-05 -3.2341e-07 -9.31408e-08 -8.20027e-06 -3.27024e-07 -8.82454e-08
internal_weight=0 3099 3071 44 3027 2992 2962 47 2915 2893 288 76 212 2605 80 2525 60 2502 2480 2459 2422 2402 2376 103 57 2273 2243 46 2216 2178
internal_count=3121 3099 3071 44 3027 2992 2962 47 2915 2893 288 76 212 2605 80 2525 60 2502 2480 2459 2422 2402 2376 103 57 2273 2243 46 2216 2178
is_linear=0
shrinkage=0.1


Tree=5083
num_leaves=31
num_cat=0
split_feature=1429 1417 156 1425 156 156 156 156 156 157 16 1371 156 133 156 376 12 12 4 12 133 12 12 0 12 457 457 12 3 12
split_gain=2.69993e-07 6.6951e-07 5.18202e-07 7.85967e-07 2.94643e-07 1.27375e-06 8.19824e-07 6.34129e-07 4.29857e-07 2.86272e-06 2.29902e-06 1.2386e-06 1.01115e-06 7.95441e-07 4.24821e-07 4.00842e-07 6.21426e-07 2.18107e-06 2.5835e-06 1.25045e-06 4.76522e-06 1.22934e-06 1.17819e-06 3.48372e-06 1.79255e-06 8.74184e-07 9.25524e-07 1.19499e-06 4.78711e-06 2.74136e-06
threshold=0.12521000000000002 -0.080324999999999994 0.3248100000000001 0.097335000000000019 0.09747500000000002 0.092385000000000009 0.10093000000000001 0.091155000000000014 0.08759500000000002 -0.086284999999999987 -0.008069999999999999 0.083235000000000017 0.086340000000000014 0.085355000000000014 0.083635000000000015 0.087010000000000018 0.084535000000000013 0.08493500000000001 -0.081609999999999988 0.085325000000000012 -0.010614999999999998 0.084225000000000008 0.085635000000000003 -0.086234999999999992 0.085955000000000018 -0.11701499999999999 -0.087299999999999989 0.083715000000000026 -0.085784999999999986 0.082480000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -6 8 11 -10 -11 12 14 -14 15 16 21 18 -18 20 -19 25 23 -21 -24 -3 -27 29 -29 -28
right_child=-2 2 -4 -5 6 -7 -8 -9 9 10 -12 -13 13 -15 -16 -17 17 19 -20 22 -22 -23 24 -25 -26 26 27 28 -30 -31
leaf_value=-1.7457559449047204e-05 1.1581507226310351e-05 1.8289940198287914e-05 -1.5994748246157545e-05 1.943393970231271e-05 2.2568853420948254e-05 -2.1069341929777977e-05 1.455214030679722e-06 1.6532124881569357e-05 -3.1637509542751134e-05 2.9811053405145079e-05 -9.7228313354423191e-06 1.9055244038501023e-05 -3.0033879893380801e-05 -1.8303141405340286e-06 1.0446529620075568e-05 7.5090721953957286e-06 4.5827425713903962e-05 1.8832976895836236e-05 3.1483679187068766e-06 -1.2825858241492163e-05 -4.2117934614499721e-05 -2.2469046568100265e-05 -2.1327070709575261e-05 4.1736012070032306e-05 6.5424583973332361e-07 -2.3093641591133619e-05 -1.2698219007467556e-06 4.0691813215932508e-05 -1.6766468641059151e-05 -2.7119359101975121e-05
leaf_weight=22 20 21 20 21 21 29 148 23 31 24 38 34 20 20 39 68 23 23 37 22 29 30 38 25 1565 21 607 29 29 44
leaf_count=22 20 21 20 21 21 29 148 23 31 24 38 34 20 20 39 68 23 23 37 22 29 30 38 25 1565 21 607 29 29 44
internal_value=0 -7.46965e-08 4.95072e-08 1.54406e-07 2.11372e-08 -2.17882e-07 4.0788e-06 -4.96191e-09 -1.39983e-07 -6.82543e-06 5.58061e-06 8.82652e-08 -1.51466e-07 -1.59321e-05 8.67321e-08 -6.80102e-08 -2.70622e-07 7.70123e-07 1.95087e-05 1.09539e-07 -1.51589e-05 -2.61863e-06 5.90726e-07 1.61964e-05 1.33167e-07 -1.82567e-06 -2.40434e-06 -1.79154e-06 1.19627e-05 -3.01695e-06
internal_weight=0 3101 3079 3059 3038 2869 169 2840 2817 93 62 2724 2690 40 2650 2611 2543 1762 60 1702 52 781 1650 47 1603 751 730 709 58 651
internal_count=3121 3101 3079 3059 3038 2869 169 2840 2817 93 62 2724 2690 40 2650 2611 2543 1762 60 1702 52 781 1650 47 1603 751 730 709 58 651
is_linear=0
shrinkage=0.1


Tree=5084
num_leaves=31
num_cat=0
split_feature=448 447 132 1211 1185 15 15 132 130 42 12 399 1 1 10 475 1 1 1 473 16 1446 11 11 2 480 50 400 13 121
split_gain=2.51006e-07 6.90952e-07 2.66356e-07 7.10349e-06 4.1492e-06 5.75403e-07 3.09378e-07 3.3886e-07 5.50563e-07 5.32547e-07 1.16429e-06 3.70362e-07 2.7097e-07 2.85641e-06 1.35202e-06 8.98388e-07 8.37715e-07 1.00295e-06 1.65034e-06 1.55e-06 1.34802e-06 8.44932e-07 8.11295e-07 8.46525e-07 1.08956e-06 8.44298e-07 8.1445e-07 7.86589e-07 7.35879e-07 1.54649e-06
threshold=0.068920000000000023 0.094005000000000019 -0.083284999999999984 0.085535000000000014 -0.083264999999999992 0.092400000000000024 0.08517000000000001 -0.41127499999999995 0.10797500000000002 -0.074124999999999983 0.087995000000000004 0.087520000000000014 0.107145 0.10612500000000001 0.053330000000000009 0.037885000000000009 0.10471500000000002 0.10337500000000001 0.10205500000000002 0.084020000000000011 0.6352000000000001 -0.088809999999999986 0.087575000000000014 0.081365000000000007 -0.080614999999999978 0.11471500000000003 0.13276000000000002 -0.40134499999999995 0.24813000000000004 -0.082399999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 8 -1 -9 11 -11 13 14 16 28 17 18 19 20 21 -6 23 24 -23 26 27 -26 29 -14
right_child=-2 -3 4 -5 12 -7 -8 9 -10 10 -12 -13 15 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.6964671540552532e-05 -1.116685857596167e-05 1.4690311609300012e-05 -4.3598207354410658e-05 6.0085588711444873e-05 -2.0048216356371995e-05 -1.6629431662295246e-05 1.0137637798379729e-05 4.2314062298851828e-06 -5.9339245343012628e-06 -1.077060139020129e-05 -2.8729722508496312e-05 7.4140171591352557e-06 2.792036494528557e-05 -3.0152817200246321e-05 -2.5946849937099618e-05 2.2782208670832918e-05 1.8014679909146464e-05 -1.7082779376163243e-05 2.2418477642945206e-05 -2.6522977004168009e-05 -2.5679218379082161e-05 2.2710688922829419e-05 1.6660543144919963e-05 -1.8715642379348814e-05 1.9517960190569287e-05 1.7896419824494473e-05 1.3867012155190294e-05 -4.1790735971725073e-07 -1.6302893495974234e-05 8.231743582995467e-07
leaf_weight=21 20 32 22 20 20 25 24 39 21 21 23 24 22 32 20 20 26 34 33 22 20 22 31 23 20 27 42 1898 23 494
leaf_count=21 20 32 22 20 20 25 24 39 21 21 23 24 22 32 20 20 26 34 33 22 20 22 31 23 20 27 42 1898 23 494
internal_value=0 7.20283e-08 -8.03943e-08 3.28862e-06 -3.38004e-07 -2.44844e-06 -3.99168e-07 -2.09637e-06 5.51537e-06 -5.08416e-06 -1.04269e-05 -1.07214e-06 -1.58696e-09 -4.87253e-07 -6.308e-08 1.97061e-06 1.70317e-07 -4.13402e-08 2.27153e-07 -1.17465e-07 1.5877e-07 4.06854e-07 6.05158e-07 3.60219e-07 5.78608e-07 3.33563e-07 9.16253e-08 -2.10026e-07 1.19839e-06 1.97848e-06
internal_weight=0 3101 3069 218 2851 198 173 149 42 107 68 45 2829 2270 2238 559 2218 2192 2158 2125 2103 2083 2063 2032 2009 1987 1960 1918 539 516
internal_count=3121 3101 3069 218 2851 198 173 149 42 107 68 45 2829 2270 2238 559 2218 2192 2158 2125 2103 2083 2063 2032 2009 1987 1960 1918 539 516
is_linear=0
shrinkage=0.1


Tree=5085
num_leaves=31
num_cat=0
split_feature=10 0 10 42 132 1185 1203 9 9 45 48 49 1429 150 43 43 49 49 1186 1132 376 4 16 4 16 4 474 16 4 52
split_gain=2.8803e-07 3.18795e-06 3.09055e-06 7.4593e-07 3.31232e-07 1.80622e-06 8.77658e-07 3.2917e-07 3.56214e-07 3.18277e-07 2.9429e-07 2.83097e-07 1.45522e-06 1.96892e-06 1.48306e-06 1.30434e-06 7.717e-07 6.79759e-07 4.72749e-07 4.63835e-07 5.11474e-07 4.86164e-07 1.67708e-06 1.13836e-06 1.75226e-06 1.50336e-06 1.17581e-06 2.04452e-06 1.0561e-06 1.00652e-06
threshold=-0.011559999999999999 -0.10224499999999999 -0.086389999999999981 0.086730000000000015 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.08925000000000001 0.10750500000000002 0.094030000000000016 0.086035000000000014 0.10910000000000002 0.083725000000000008 0.099310000000000009 -0.095049999999999982 -0.078139999999999973 0.10671500000000002 0.10440000000000001 0.087140000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 -0.012164999999999999 -0.16075999999999999 -0.0057249999999999992 -0.086989999999999984 -0.0070899999999999991 0.084410000000000013 -0.0094449999999999968 -0.0035949999999999997 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -2 9 -9 11 -5 16 13 14 -13 -16 17 18 19 20 -7 22 -22 24 -23 26 27 -26 -25 -28
right_child=4 2 -4 10 5 7 -8 8 -10 -11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 21 23 -24 28 25 -27 29 -29 -30 -31
leaf_value=-3.657702475175029e-05 -1.1337259129763855e-06 -2.0249034619828982e-05 3.3738270129106239e-05 8.6725364820702694e-06 2.9704864660050677e-05 -1.3709625237914645e-05 -2.0079005889783733e-05 1.7059751411352408e-05 -1.0103850308951224e-06 -9.2132320585531288e-06 -7.9135053783829787e-06 -2.5102789689818953e-05 -2.8935371122429388e-05 2.9097719002493255e-05 1.7151261391411346e-05 -5.3583116797834112e-06 2.0114060789637732e-05 -1.7523261201512511e-05 1.1612091163059584e-05 1.5166462461430848e-05 -2.9516906479329919e-05 3.6481432531824497e-05 -3.5399517309663686e-07 -1.4944542272132821e-05 7.8433604742783186e-06 2.7714259354420043e-05 3.1458346766157776e-05 -2.2672316847255643e-05 1.3821358541564759e-06 4.6207104870435702e-07
leaf_weight=25 193 27 25 23 21 26 28 24 20 36 20 28 20 20 34 106 20 21 38 21 20 21 1405 42 52 26 20 38 699 22
leaf_count=25 193 27 25 23 21 26 28 24 20 36 20 28 20 20 34 106 20 21 38 21 20 21 1405 42 52 26 20 38 699 22
internal_value=0 -4.80412e-06 3.55717e-06 -7.2218e-06 1.92109e-07 4.88324e-07 -3.53403e-06 2.65944e-07 8.84605e-06 1.26892e-07 9.58098e-07 2.52404e-07 -3.29072e-06 -5.62563e-07 -4.09355e-06 1.08299e-07 5.50651e-07 3.91015e-07 5.4583e-07 3.70028e-07 2.38975e-07 3.93629e-07 -7.63299e-07 2.18561e-06 9.34257e-06 5.73551e-06 1.40636e-06 -5.04104e-06 4.56737e-07 1.52222e-05
internal_weight=0 120 95 70 3001 2780 221 2759 44 2715 43 2679 208 188 168 140 2471 2451 2430 2392 2371 2345 1425 920 179 158 132 90 741 42
internal_count=3121 120 95 70 3001 2780 221 2759 44 2715 43 2679 208 188 168 140 2471 2451 2430 2392 2371 2345 1425 920 179 158 132 90 741 42
is_linear=0
shrinkage=0.1


Tree=5086
num_leaves=31
num_cat=0
split_feature=33 47 47 2 1 1 47 8 47 1453 51 0 457 3 15 394 43 13 13 1365 471 483 483 2 483 483 12 474 474 2
split_gain=2.55626e-07 3.49593e-07 3.17602e-06 1.92278e-06 7.43118e-06 1.04834e-06 1.0434e-06 7.09723e-07 5.00042e-07 4.71531e-07 8.63325e-07 4.66568e-07 4.10805e-07 5.05791e-07 1.0366e-06 4.08577e-07 3.63958e-07 5.11786e-07 1.19526e-06 3.63168e-07 3.37504e-07 5.77274e-07 2.59956e-06 1.81592e-06 1.54651e-06 1.31671e-06 7.31442e-07 4.47762e-07 1.63876e-06 1.43948e-06
threshold=-0.009184999999999997 0.094160000000000008 0.096475000000000019 -0.045829999999999989 0.098700000000000024 0.13686500000000004 0.091340000000000018 0.084655000000000022 0.089640000000000011 -1.0000000180025095e-35 -0.41904999999999998 -0.019414999999999998 -0.077859999999999985 -0.042499999999999989 -0.10091499999999999 0.15288500000000002 -0.087324999999999986 -0.016469999999999995 -0.067719999999999989 0.085025000000000017 0.10338500000000002 0.096460000000000018 0.10143000000000001 0.11728500000000001 0.10761000000000003 0.094075000000000006 0.094435000000000005 0.08708500000000001 0.085860000000000006 0.087470000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 7 8 -6 15 -4 -11 12 -12 16 -15 19 -14 18 -18 20 21 25 -23 24 -24 27 -26 28 -5 -29
right_child=1 2 9 6 5 -7 -8 -9 -10 10 11 -13 13 14 -16 -17 17 -19 -20 -21 -22 22 23 -25 26 -27 -28 29 -30 -31
leaf_value=-9.0355273817793561e-06 -6.6748038928684161e-05 4.081050598567042e-05 1.5416950191138312e-05 -2.4641913755890548e-07 2.2702100354113749e-05 -1.7945022175678918e-05 2.2974954008532224e-05 -1.2674109651319063e-06 -1.4965231755261564e-05 -1.9977249506891461e-05 -7.2111045102320607e-06 -1.2176646835844925e-05 -1.0027588656090234e-05 2.6197014824661758e-06 2.7322426452883518e-05 1.2412002332793136e-05 7.1450697305408539e-06 1.6896793056817149e-05 -2.1620959569190748e-05 1.117526547298847e-05 -1.2411083217888188e-05 3.701040694305329e-05 2.931916883839718e-05 -2.6404362038842271e-05 -1.048373882153292e-05 -2.5260764990283253e-05 9.8665450299119005e-06 1.6134721443819034e-05 -2.6521675886215237e-05 -1.4922645413149596e-06
leaf_weight=31 21 21 20 2164 21 21 20 30 22 21 37 24 27 53 25 27 52 21 20 29 22 23 22 21 38 21 33 69 24 141
leaf_count=31 21 21 20 2164 21 21 20 30 22 21 37 24 27 53 25 27 52 21 20 29 22 23 22 21 38 21 33 69 24 141
internal_value=0 9.0654e-08 3.21465e-06 -2.715e-07 -1.44068e-05 8.59393e-07 2.19749e-07 8.60239e-06 4.84e-08 5.82945e-07 -4.76627e-07 1.1045e-06 2.46088e-06 4.26827e-06 1.05372e-05 1.73799e-07 1.93435e-07 3.16083e-06 -8.45494e-07 4.70508e-08 -7.81308e-08 2.80213e-08 6.34294e-06 1.55649e-07 6.15307e-06 -3.29624e-07 -1.02516e-06 -1.11295e-07 -5.3463e-07 4.29946e-06
internal_weight=0 3090 321 2769 93 72 2676 51 2656 300 280 259 235 198 78 2634 120 93 72 2607 2578 2556 137 114 93 2419 71 2398 2188 210
internal_count=3121 3090 321 2769 93 72 2676 51 2656 300 280 259 235 198 78 2634 120 93 72 2607 2578 2556 137 114 93 2419 71 2398 2188 210
is_linear=0
shrinkage=0.1


Tree=5087
num_leaves=31
num_cat=0
split_feature=1446 1446 1213 484 2 481 1213 43 484 403 133 2 43 1210 154 474 157 471 11 157 156 2 1429 51 51 11 475 3 484 151
split_gain=2.543e-07 3.02222e-07 2.45888e-06 2.39259e-06 4.87727e-06 3.3864e-06 1.66905e-06 1.26398e-06 1.38865e-06 1.17823e-06 3.6061e-06 8.52803e-07 2.56038e-06 6.89344e-07 3.45298e-07 5.65275e-07 6.43286e-07 5.9831e-07 5.91076e-07 3.62455e-06 1.83706e-06 7.86299e-07 5.04893e-07 1.4868e-06 2.64892e-06 4.45421e-07 4.28397e-07 4.13478e-06 5.51219e-06 1.38517e-06
threshold=0.11655500000000001 0.083715000000000026 0.04198000000000001 -0.085604999999999987 0.086330000000000004 -0.085629999999999984 -0.082414999999999974 -0.065269999999999981 -0.067484999999999989 -0.54856499999999986 0.40431 0.087470000000000006 -0.083269999999999997 -0.41266499999999995 1.0000000180025095e-35 -0.26322499999999993 0.23903500000000003 0.094575000000000006 0.088215000000000002 -0.051074999999999988 0.12734000000000004 0.11093500000000002 -0.066319999999999976 -0.10316499999999999 -0.085734999999999992 0.098315000000000013 -0.085774999999999976 -0.087429999999999994 0.084040000000000017 -0.54526999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -3 -5 -7 11 -9 10 -1 -8 -13 -11 15 -15 17 18 20 -20 22 25 23 -17 -25 -21 27 -24 -29 -28
right_child=-2 2 -4 5 -6 6 7 8 -10 13 -12 12 -14 14 -16 16 -18 -19 19 21 -22 -23 26 24 -26 -27 29 28 -30 -31
leaf_value=-4.7976221785575043e-05 -8.2410578977794878e-06 -5.6962687140185159e-05 3.6211983232143601e-05 4.4782890036003664e-05 7.2280476254898785e-06 -2.5221936257800002e-05 1.2117307953000515e-05 2.4888029505139759e-06 3.8166886170074577e-05 1.8132119190080892e-05 8.5039954753413509e-06 1.3928574428843735e-05 -3.4366749842656252e-05 -1.3585049465848811e-05 1.1889365324198783e-05 -1.4051900816411946e-05 1.5962384924932847e-05 -1.6966174022551665e-05 4.4366773146889285e-05 -5.8781969164556361e-06 -3.0491891143356041e-05 -1.6340873069701183e-05 2.23405906267701e-05 4.4654264264040863e-05 -3.9780750891319862e-06 1.4143767082714476e-05 2.4919969870428431e-05 2.5535695511217489e-06 -6.5687536543919127e-05 -2.8633986766772634e-07
leaf_weight=20 37 20 21 20 29 21 24 24 20 21 26 21 23 31 24 20 25 21 21 20 20 27 29 21 24 25 22 29 20 2415
leaf_count=20 37 20 21 20 29 21 24 24 20 21 26 21 23 31 24 20 25 21 21 20 20 27 29 21 24 25 22 29 20 2415
internal_value=0 9.88706e-08 3.64465e-06 2.5894e-07 -1.89723e-05 6.41795e-06 6.48786e-07 5.49955e-06 1.87061e-05 -1.77505e-07 -1.60526e-05 -3.04588e-06 -1.13167e-05 8.19112e-08 -5.37561e-08 -1.57234e-07 -5.2584e-09 -1.52344e-07 -2.12301e-08 7.81214e-06 -3.01424e-07 -2.84963e-06 -6.73891e-08 8.63427e-06 1.8717e-05 5.24512e-06 -2.92283e-07 -7.58744e-06 -2.52999e-05 -5.87901e-08
internal_weight=0 3084 223 202 49 153 133 112 44 2861 46 68 44 2815 2794 2770 2739 2714 2693 93 2600 72 2580 65 45 45 2515 78 49 2437
internal_count=3121 3084 223 202 49 153 133 112 44 2861 46 68 44 2815 2794 2770 2739 2714 2693 93 2600 72 2580 65 45 45 2515 78 49 2437
is_linear=0
shrinkage=0.1


Tree=5088
num_leaves=31
num_cat=0
split_feature=1212 401 1212 401 42 1209 16 1209 132 1185 1203 131 129 16 42 131 13 13 482 482 0 42 12 1447 1447 402 403 1447 402 403
split_gain=2.73015e-07 5.23621e-07 8.25876e-07 5.57489e-07 7.39529e-07 5.89462e-07 1.67964e-06 5.3194e-07 3.38846e-07 1.44365e-06 7.71358e-07 3.19035e-07 1.37568e-06 1.1357e-06 6.14054e-07 5.7201e-07 5.57508e-07 6.34653e-07 4.78007e-07 8.11263e-07 2.43793e-06 1.3667e-06 5.02461e-07 3.44886e-07 9.0667e-07 1.66047e-06 3.57276e-06 2.71959e-06 9.37368e-07 8.68672e-07
threshold=-0.53159999999999996 0.13729500000000003 0.15049500000000002 0.11769000000000002 0.089535000000000017 -0.085894999999999985 -0.082404999999999992 -0.067109999999999989 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10441000000000002 0.080675000000000011 -0.11676499999999999 -0.08298999999999998 0.10033500000000002 -0.077799999999999994 -0.046499999999999993 0.11562500000000002 0.098465000000000011 -0.077999999999999986 0.22070000000000004 0.091625000000000012 -0.086849999999999997 -0.086279999999999982 0.10874500000000002 -0.0076149999999999994 -0.085644999999999985 0.11844500000000001 0.12089000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -7 10 -10 -9 15 13 -13 -15 18 -16 -18 19 21 -21 23 -20 -11 -25 27 -27 -26 -28 -29
right_child=1 -3 -4 4 -6 7 -8 8 9 11 -12 12 -14 14 16 -17 17 -19 22 20 -22 -23 -24 24 25 26 28 29 -30 -31
leaf_value=-1.1646148303441351e-05 -2.937927359501676e-05 1.5107502416788561e-05 -1.9343041276442819e-05 2.5426995298403197e-05 -1.7672949252300896e-06 1.2741862296521007e-05 9.8593719667405831e-06 -1.5757171730093984e-06 2.6393555782262758e-05 6.5084409082426131e-06 -1.9657121588857585e-05 2.8879888896230201e-05 -1.7445965270326269e-05 1.825860149710934e-05 1.1375533504729957e-05 -1.6264931656967911e-05 -1.942361723195063e-05 1.8451197687914211e-06 -4.3335496229701681e-07 6.7565446274615921e-06 -3.8673154813295701e-05 2.540988213392363e-05 2.1982292755637902e-05 -2.0630744653648108e-05 -3.5669611348897558e-05 4.9456040895685352e-05 1.3878318244072339e-05 -1.2115946911687897e-07 -1.6000289560040637e-05 -1.8507675877817049e-05
leaf_weight=20 24 23 22 20 20 33 20 187 21 74 27 22 25 25 33 22 20 47 20 27 21 21 20 22 22 21 21 2194 21 26
leaf_count=20 24 23 22 20 20 33 20 187 21 74 27 22 25 25 33 22 20 47 20 27 21 21 20 22 22 21 21 2194 21 26
internal_value=0 7.51115e-08 -3.72163e-08 1.01765e-07 1.18299e-05 -5.37795e-08 -1.15435e-05 1.16324e-07 -2.5439e-08 2.75463e-07 -3.85702e-06 7.26226e-08 4.2402e-06 7.92832e-06 4.24085e-06 -2.10483e-07 7.36409e-07 -4.50376e-06 -6.97667e-08 -2.45382e-07 -1.31189e-05 9.75076e-09 1.07745e-05 -2.12408e-07 -4.26135e-07 -2.33293e-07 1.5778e-05 -6.83209e-07 -1.06099e-06 -3.36497e-07
internal_weight=0 3101 3078 3056 40 3016 44 2972 2939 2725 214 2704 172 147 125 2532 100 67 2510 2470 48 2422 40 2401 2327 2305 63 2242 42 2220
internal_count=3121 3101 3078 3056 40 3016 44 2972 2939 2725 214 2704 172 147 125 2532 100 67 2510 2470 48 2422 40 2401 2327 2305 63 2242 42 2220
is_linear=0
shrinkage=0.1


Tree=5089
num_leaves=31
num_cat=0
split_feature=132 15 1185 50 52 1213 12 4 10 4 2 12 9 33 45 52 43 52 4 43 0 3 16 403 1447 1447 133 133 1447 160
split_gain=2.69267e-07 7.52268e-06 4.39731e-06 1.31522e-06 4.03517e-07 3.02526e-07 2.59957e-07 6.51675e-07 3.47405e-07 2.7666e-06 5.19806e-06 3.99449e-06 3.60094e-07 2.04993e-06 3.49517e-07 3.00464e-07 8.69744e-07 1.16548e-06 3.76369e-06 1.81879e-06 2.0156e-06 1.72928e-06 3.5572e-06 1.32627e-06 1.11851e-06 1.28854e-06 1.23009e-06 3.04353e-06 2.02512e-06 4.28217e-06
threshold=-0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.09227500000000001 0.090645000000000017 0.085835000000000009 0.23631000000000002 0.63113500000000011 -0.011559999999999999 0.053180000000000012 -0.013254999999999998 -0.07415999999999999 0.092235000000000011 -0.012019999999999998 0.094030000000000016 0.091275000000000009 -0.45785999999999999 0.10898500000000001 -0.090289999999999981 0.055925000000000009 -0.071339999999999987 -0.080564999999999984 -0.079109999999999986 -0.085729999999999987 -0.086279999999999982 -0.081174999999999983 0.09112000000000002 0.088035000000000016 -1.0000000180025095e-35 -0.53908999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 7 8 9 10 -4 -11 13 -10 15 -15 -17 18 -18 23 -21 22 -20 -19 -25 -26 27 28 -27 -30
right_child=2 -3 6 -5 -6 -7 -8 -9 12 11 -12 -13 -14 14 -16 16 17 19 21 20 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=1.8353839529916038e-07 -4.4793056093278049e-05 5.3877097701615643e-05 -6.1406199019984345e-05 -2.4820963916113218e-05 1.1484374677820596e-05 -1.085248288177354e-05 -1.0503728819220787e-05 1.6579144403294777e-05 3.2270386618620251e-05 -1.5032683550941784e-05 1.8702553535223236e-06 4.4687564074289794e-05 -9.9816927157756742e-06 8.4515759141871928e-07 -9.6509192998281738e-06 1.7360727182993129e-05 -5.0660584693105191e-05 -2.2542632322407978e-05 2.8001526823355033e-05 2.0053090679539311e-06 4.2473511348362082e-05 -1.7483767929661557e-05 -2.0015077138345483e-05 1.891746210444749e-05 -2.0110424566155418e-05 2.9444308966048995e-05 -1.0390453241121489e-05 3.5333671654471903e-05 -4.7626788398247302e-05 1.7332032086477707e-06
leaf_weight=111 22 26 20 25 25 32 23 24 20 24 37 21 34 2045 36 23 20 30 36 32 20 50 27 27 36 20 83 27 20 145
leaf_count=111 22 26 20 25 25 32 23 24 20 24 37 21 34 2045 36 23 20 30 36 32 20 50 27 27 36 20 83 27 20 145
internal_value=0 3.3812e-06 -2.55166e-07 -3.42135e-06 -2.36889e-07 -2.28606e-06 8.50542e-08 1.70298e-07 3.12893e-08 -5.69873e-06 -2.0332e-05 1.28368e-05 2.45299e-07 3.74227e-07 1.35929e-07 2.69336e-07 -1.70643e-06 -2.47178e-06 -1.06748e-05 7.78121e-09 1.757e-05 -3.5977e-06 7.42298e-06 -2.34592e-06 -6.53456e-07 -2.24988e-06 -7.02834e-08 3.97016e-06 -6.07217e-07 -4.24983e-06
internal_weight=0 219 2902 193 168 143 2880 2857 2833 102 57 45 2731 2697 2677 2641 596 573 133 440 52 113 63 388 358 331 295 212 185 165
internal_count=3121 219 2902 193 168 143 2880 2857 2833 102 57 45 2731 2697 2677 2641 596 573 133 440 52 113 63 388 358 331 295 212 185 165
is_linear=0
shrinkage=0.1


Tree=5090
num_leaves=31
num_cat=0
split_feature=33 9 8 132 1185 15 1186 15 42 0 1212 132 42 1429 156 11 1429 133 4 130 43 0 43 16 1210 15 2 2 402 402
split_gain=3.20008e-07 3.64338e-07 6.01896e-07 2.73663e-07 1.66119e-06 7.88826e-07 5.70109e-07 2.67137e-07 5.93395e-07 5.10606e-07 4.40888e-07 6.98464e-07 5.68067e-07 2.65104e-07 7.52182e-07 3.26449e-07 4.94691e-07 2.65864e-07 6.57761e-07 9.90856e-07 4.81192e-07 2.21513e-06 6.13502e-07 1.69265e-06 1.678e-06 1.60971e-06 8.90305e-07 5.6347e-07 5.41908e-07 5.93505e-07
threshold=-0.009184999999999997 0.089995000000000006 0.087195000000000009 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.084510000000000016 -0.049004999999999993 -0.09515499999999999 0.055770000000000007 -0.41094499999999995 -0.016354999999999998 -0.23752499999999996 0.32523500000000005 0.097680000000000017 -0.10379499999999998 -0.22627999999999995 -0.079329999999999984 0.095135000000000011 0.084740000000000024 -0.097274999999999986 0.055925000000000009 -0.06421499999999998 0.258635 0.095575000000000007 0.087675000000000017 0.11585500000000001 -0.46140499999999995 -0.40883999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 7 9 -9 -2 11 -11 -13 -6 15 16 -15 18 -18 -20 22 -22 24 25 28 26 -24 -23 -19 -30
right_child=1 2 -4 4 13 -7 -8 8 -10 10 -12 12 -14 14 -16 -17 17 20 19 -21 21 27 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.0109555038187893e-05 8.2136631173549794e-06 2.1467101842496224e-05 4.6830837396928714e-07 2.8233513529855936e-05 -1.1469406599644573e-05 -2.0178251332254151e-05 -1.7284483196817748e-05 -4.4956514814301679e-06 1.7982023814511196e-05 1.3194485849713342e-05 -1.856474759517282e-05 -1.7865584910785919e-05 4.2005551949841904e-06 1.4363485774993023e-05 1.9408152293181048e-05 -9.5153853534510663e-06 1.4836194272569763e-05 1.1776873000264076e-05 5.0767556347055793e-06 -2.0083667113794945e-05 -3.3531565744245499e-05 7.976353705824759e-06 -2.0431780437017251e-06 3.2968306541512165e-05 -2.9156402415537745e-05 -2.3273300371329242e-05 2.6524507002818613e-05 -1.0856242628657736e-05 -1.6609135317677019e-05 -1.0586773440503146e-07
leaf_weight=31 36 21 39 21 20 25 20 23 24 21 21 28 20 24 20 36 41 38 72 20 24 47 24 21 20 20 20 24 22 2298
leaf_count=31 36 21 39 21 20 25 20 23 24 21 21 28 20 24 20 36 41 38 72 20 24 47 24 21 20 20 20 24 22 2298
internal_value=0 1.01419e-07 7.81789e-06 -5.13826e-08 2.13228e-07 -3.46462e-06 -1.29964e-06 5.48322e-07 6.98231e-06 -1.85166e-06 -5.87779e-06 -2.01654e-06 -8.67136e-06 2.39819e-09 8.51972e-08 -5.52823e-08 7.01555e-08 -5.73212e-08 4.30178e-06 -3.92901e-07 -2.83967e-07 -7.26757e-06 -1.4604e-08 8.3332e-06 -3.12991e-07 2.4981e-07 1.09421e-05 1.61041e-06 -6.83477e-08 -2.62364e-07
internal_weight=0 3090 60 3030 2812 218 193 173 47 126 90 69 48 2791 2771 2751 2715 2691 133 92 2558 95 2463 85 2378 64 44 71 2358 2320
internal_count=3121 3090 60 3030 2812 218 193 173 47 126 90 69 48 2791 2771 2751 2715 2691 133 92 2558 95 2463 85 2378 64 44 71 2358 2320
is_linear=0
shrinkage=0.1


Tree=5091
num_leaves=31
num_cat=0
split_feature=132 1186 393 15 0 12 3 13 156 472 1452 39 33 12 47 47 47 1456 159 0 42 1456 1455 481 2 15 3 12 484 49
split_gain=2.69037e-07 7.40862e-06 4.08788e-06 6.78524e-07 2.97934e-07 4.82579e-07 5.47801e-07 6.41027e-07 2.67904e-07 3.71908e-07 2.83016e-07 2.75786e-07 1.45463e-06 7.44016e-07 4.68806e-07 2.39434e-06 2.19779e-06 4.99179e-07 5.12575e-07 5.09496e-07 4.90517e-07 4.59545e-07 1.93757e-06 1.54247e-06 1.80026e-06 2.3907e-06 1.09723e-06 1.19394e-06 7.75136e-07 5.6643e-07
threshold=-0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.092400000000000024 -0.09515499999999999 0.11418000000000002 -0.080104999999999996 -0.015039999999999998 0.3248100000000001 -0.097514999999999977 -0.073879999999999987 -1.0000000180025095e-35 -0.009184999999999997 -0.015429999999999998 0.094160000000000008 0.096850000000000006 0.091210000000000013 -0.079429999999999987 0.085035000000000013 -0.026509999999999995 -0.0098899999999999978 -0.077944999999999987 -0.065979999999999983 -0.085784999999999986 0.096540000000000015 0.088345000000000021 -0.086224999999999982 0.085055000000000006 -0.0042999999999999991 0.10347500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 -1 6 7 -6 9 -2 -11 13 -13 -12 16 -16 21 -17 19 20 -19 23 -23 -14 25 26 -25 -28 -29 -24
right_child=2 -3 -4 -5 5 -7 -8 -9 -10 10 11 12 14 -15 15 17 -18 18 -20 -21 -22 22 29 24 -26 -27 27 28 -30 -31
leaf_value=7.2862538008609448e-06 1.3732783954765183e-05 5.8418466716664795e-05 -4.5308964363357521e-05 -1.8160426414397081e-05 -1.7763882029296087e-05 -1.4976438940441137e-05 1.3890198209517857e-05 1.7834645962378298e-06 -1.0691844268560248e-05 9.8766102320073051e-06 -3.4744410550047176e-06 -2.2091503045279144e-05 -2.1298068459145726e-05 2.0147843254865927e-05 3.4833711418721815e-05 -1.4012257016702281e-05 -3.3409055849915606e-05 1.4550916885441282e-05 1.6625355388184644e-05 -1.3499753887364301e-05 4.4229392366693306e-07 -2.7133007006341361e-05 2.8532359581667776e-07 -1.1604303431497477e-05 -1.5227861522530644e-05 3.4604944745001993e-05 3.1330953069776853e-05 -1.2034985923037312e-05 1.5806277242518264e-05 -5.626467134980183e-06
leaf_weight=38 20 22 20 25 23 26 23 62 23 29 30 30 20 24 23 20 20 29 23 22 164 27 2048 29 27 37 21 20 20 176
leaf_count=38 20 22 20 25 23 26 23 62 23 29 30 30 20 24 23 20 20 29 23 22 164 27 2048 29 27 37 21 20 20 176
internal_value=0 3.37975e-06 -2.55059e-07 -2.7667e-06 -5.29242e-07 -2.74558e-06 1.9889e-07 -3.50582e-06 5.75986e-08 1.44075e-07 4.83465e-08 -5.3084e-08 -1.91757e-07 7.02435e-06 4.92532e-08 3.91755e-06 -3.95324e-07 1.16146e-06 2.43656e-06 9.18689e-07 2.56224e-06 -1.23046e-07 -5.05778e-07 4.82828e-06 8.22131e-06 1.32066e-05 4.40946e-06 1.20226e-05 1.88565e-06 -1.82516e-07
internal_weight=0 219 2902 197 172 134 108 85 2882 2859 2839 2810 2756 54 2726 281 2445 258 238 215 193 2425 2251 174 154 127 90 61 40 2224
internal_count=3121 219 2902 197 172 134 108 85 2882 2859 2839 2810 2756 54 2726 281 2445 258 238 215 193 2425 2251 174 154 127 90 61 40 2224
is_linear=0
shrinkage=0.1


Tree=5092
num_leaves=31
num_cat=0
split_feature=1208 1209 1208 1208 1209 403 1209 1212 1212 402 401 402 1213 0 1212 4 401 1211 1203 1204 402 1185 403 3 133 1183 1203 3 133 3
split_gain=2.67318e-07 5.96999e-07 7.82418e-07 9.31228e-07 4.57405e-07 3.04944e-06 4.29564e-07 2.57191e-07 6.61101e-07 2.346e-06 1.86017e-06 5.53273e-07 3.20246e-07 2.33298e-06 1.53565e-06 1.41594e-06 5.2287e-07 1.23793e-06 6.51279e-07 2.32532e-06 6.16298e-07 5.36986e-07 4.57139e-07 3.68248e-06 4.95092e-07 4.41225e-07 4.428e-07 4.14677e-07 9.3119e-07 3.07974e-06
threshold=0.11846000000000001 0.11743500000000001 0.10233500000000001 0.089655000000000012 -0.087714999999999987 -0.0047449999999999992 -0.074484999999999982 -0.42670499999999995 -0.089544999999999986 0.13775000000000001 0.097145000000000023 0.113945 -0.088064999999999991 -0.085754999999999984 -0.063924999999999996 -0.080924999999999983 -0.46360499999999999 0.11048500000000001 0.088820000000000024 -0.079179999999999987 -0.45454999999999995 0.093750000000000014 -0.44023999999999991 -0.085784999999999986 0.51114000000000004 -0.073809999999999973 0.087075000000000014 -0.094299999999999981 0.090665000000000009 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8 10 11 -9 12 13 -10 -14 -15 -16 18 20 -20 -18 22 23 -22 25 -24 27 28 -27 -30
right_child=-2 -3 -4 -5 6 -7 7 8 9 -11 -12 -13 14 15 16 -17 17 -19 19 -21 21 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=3.7527436143136589e-05 1.0097427282464476e-05 -1.649927006093838e-05 1.7651460148044865e-05 -2.1618999398924642e-05 -1.0543474374385253e-05 -1.5747516243374611e-05 -8.8954802038188073e-06 -3.4421664829344743e-07 -2.6870032304555713e-05 -3.3427629387006166e-05 3.4641591073956255e-05 1.3194580998288076e-05 2.2289247725336368e-05 2.1255281632572104e-05 -1.5449384901247949e-05 -1.2145186205585064e-05 1.5943436187626504e-05 1.7715544984243117e-05 -3.7061907590084179e-05 5.7628459956049486e-06 2.1560642449003356e-05 -1.6477944163852954e-05 1.150667091926814e-05 -3.65393482146222e-05 1.5442055068671749e-05 8.9288448864553706e-07 1.3673736121626976e-05 -9.2065335732640651e-07 -7.7100552341737334e-06 4.3126920670808681e-05
leaf_weight=21 26 22 25 20 39 22 32 55 33 21 21 32 31 30 22 22 24 39 21 32 20 20 33 24 21 423 23 1919 26 22
leaf_count=21 26 22 25 20 39 22 32 55 33 21 21 32 31 30 22 22 24 39 21 32 20 20 33 24 21 423 23 1919 26 22
internal_value=0 -8.48208e-08 3.26923e-08 -1.11819e-07 3.02368e-08 1.02705e-05 -1.17278e-07 2.07474e-08 1.18661e-07 -1.27824e-07 9.32291e-06 1.20417e-07 -2.98064e-08 -6.07349e-06 1.60458e-07 7.12431e-06 -9.65645e-08 3.10373e-08 -2.33417e-07 -1.12055e-05 -5.81665e-09 -1.57054e-07 -2.7059e-08 -1.01303e-05 1.53136e-07 2.18738e-08 -1.35191e-07 -2.68081e-07 2.3907e-06 1.55902e-05
internal_weight=0 3095 3073 3048 3028 43 2985 2946 2914 2838 76 2817 2785 85 2700 52 2669 2647 2608 53 2555 2531 2511 44 2467 2446 2413 2390 471 48
internal_count=3121 3095 3073 3048 3028 43 2985 2946 2914 2838 76 2817 2785 85 2700 52 2669 2647 2608 53 2555 2531 2511 44 2467 2446 2413 2390 471 48
is_linear=0
shrinkage=0.1


Tree=5093
num_leaves=31
num_cat=0
split_feature=47 2 47 393 1 14 160 403 3 49 16 1 15 2 160 52 1 121 39 124 9 3 9 148 447 147 147 34 34 40
split_gain=2.71372e-07 3.35432e-06 1.24756e-06 4.57239e-07 3.57805e-07 1.76121e-06 1.64501e-06 7.56285e-07 8.36332e-07 3.78438e-07 6.8213e-07 3.55415e-07 3.74072e-07 1.02261e-06 4.38336e-07 4.91856e-07 3.42335e-07 1.08473e-06 5.16357e-07 1.03217e-06 9.3992e-07 2.49448e-06 1.90262e-06 3.38928e-07 1.10487e-06 3.82277e-07 4.43349e-07 4.81809e-07 5.13733e-07 5.01414e-07
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.12679500000000002 0.099990000000000009 -0.073114999999999986 0.0046300000000000013 -1.0000000180025095e-35 -0.078934999999999991 -0.008624999999999999 -0.008069999999999999 0.10727500000000002 -0.093959999999999988 0.121465 -0.016279999999999996 -0.07278999999999998 0.16540500000000002 -0.094339999999999993 -1.0000000180025095e-35 -0.080389999999999989 0.092235000000000011 -0.13309499999999996 0.085555000000000006 -0.10069499999999999 0.094580000000000011 0.092070000000000013 0.090115000000000015 -0.08786999999999999 -0.084034999999999985 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 16 6 -6 7 -3 9 -9 -11 -7 13 -13 -14 -16 17 -1 19 -19 22 -22 23 -20 25 26 27 -25 -29 -30
right_child=1 4 -4 -5 5 11 -8 8 -10 10 -12 12 14 -15 15 -17 -18 18 20 -21 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-2.2204587722543775e-05 -4.239800299046692e-05 -1.5169330319622532e-05 2.4044471749882426e-05 1.3335081537381764e-05 2.9329927294115392e-05 -1.1846836277982222e-05 -3.0468906411442736e-05 -1.1977748226854602e-05 1.7931333967123553e-05 1.739701064025212e-05 -7.1676596515037367e-06 2.2780369734694737e-05 7.1267464725813762e-06 -6.1182455465313988e-06 -2.450373107547358e-07 -2.0340370766851786e-05 1.2434868519697128e-05 -4.7724002218852884e-06 1.1498405318889126e-05 2.5525076647602914e-05 1.1499475376695046e-05 -3.6318987577033111e-05 3.0133690026039926e-05 1.4059996450062805e-05 -2.2515357622151816e-05 9.9462719899029743e-06 -1.4988678522058763e-05 -1.5390433947521326e-05 -1.0381302202048297e-05 1.5943505663146279e-07
leaf_weight=22 20 25 22 26 22 25 20 24 31 20 26 24 27 25 29 21 22 22 25 23 20 24 21 24 22 38 20 22 46 2383
leaf_count=22 20 25 22 26 22 25 20 24 31 20 26 24 27 25 29 21 22 22 25 23 20 24 21 24 22 38 20 22 46 2383
internal_value=0 -2.67126e-06 3.25497e-07 1.36433e-07 -1.80553e-07 2.89612e-06 -3.8262e-06 4.02803e-07 4.25729e-06 -1.79836e-06 3.51263e-06 -9.55165e-07 1.20588e-06 8.03618e-06 -3.14067e-06 -8.68508e-06 1.09154e-08 -8.98689e-08 9.0995e-08 1.0713e-05 -8.97193e-08 -1.45833e-05 1.55463e-07 -8.8546e-08 -2.01921e-07 -8.12121e-09 -1.59731e-07 -3.99013e-08 -1.77966e-07 -4.01837e-08
internal_weight=0 339 2782 2760 319 173 146 126 101 70 46 151 126 49 77 50 2734 2712 2690 45 2645 44 2601 2580 2555 2533 2495 2475 2451 2429
internal_count=3121 339 2782 2760 319 173 146 126 101 70 46 151 126 49 77 50 2734 2712 2690 45 2645 44 2601 2580 2555 2533 2495 2475 2451 2429
is_linear=0
shrinkage=0.1


Tree=5094
num_leaves=31
num_cat=0
split_feature=394 403 132 50 1185 1203 129 1185 394 391 393 130 448 13 447 48 1348 9 33 9 16 3 3 1 15 3 0 16 403 1209
split_gain=2.53985e-07 5.11755e-07 3.4054e-07 7.13488e-06 3.97598e-06 1.43518e-06 3.33365e-07 5.34089e-07 8.34442e-07 1.21323e-06 4.81797e-07 3.31453e-07 7.665e-07 5.57641e-07 4.14008e-07 8.11457e-07 5.43933e-07 3.41606e-07 9.52742e-07 5.25934e-07 3.62381e-07 3.37139e-07 1.18829e-06 2.9322e-06 2.36338e-06 1.35282e-06 1.11016e-06 1.51324e-06 8.36947e-07 1.25243e-06
threshold=-0.14580499999999996 -0.014954999999999998 -0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.11234000000000001 0.090595000000000009 -0.09139499999999999 -1.0000000180025095e-35 0.09389500000000002 0.10490500000000001 0.030280000000000001 0.10935500000000002 0.089635000000000006 -0.07175999999999999 0.086620000000000016 0.092890000000000014 -0.009184999999999997 0.085555000000000006 -0.4179199999999999 -0.082594999999999988 -0.084074999999999997 0.090965000000000004 0.089740000000000014 -0.084724999999999981 -0.082619999999999985 -0.021269999999999997 -0.5341999999999999 -0.083969999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -2 7 8 -6 -10 11 12 14 -13 16 -16 17 18 -11 21 -19 22 25 24 26 -20 27 -24 -23 -30
right_child=2 -3 4 -5 6 -7 -8 -9 9 10 -12 13 -14 -15 15 -17 -18 20 19 -21 -22 28 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.7474181527177281e-05 9.8398251358125308e-07 3.6409056685277557e-06 -4.2520287727463511e-05 6.07922301128383e-05 1.8751983589027077e-05 -2.7371779624445479e-05 1.1891478834513691e-05 -1.4495591938612052e-05 -2.1069094465794343e-05 -1.8414505915131941e-05 1.4051547326744187e-05 1.7533451292755281e-05 -1.7131557554141463e-05 -3.7416730595974851e-06 1.9005684993089745e-05 -5.6192628582483969e-06 -1.5716735097984467e-05 -2.7468222469906322e-07 9.3982102351174979e-07 1.5528185343265994e-05 1.8761613864626271e-05 -1.5983341280742835e-05 3.7303824490553588e-06 -2.2095380083318681e-05 4.2233214185216641e-05 -1.8889835478653872e-05 -8.0276351009497711e-06 3.8589823264487675e-05 1.8140584200279721e-05 -1.0006194104540655e-06
leaf_weight=24 166 22 22 20 24 20 24 25 27 28 25 28 26 22 32 23 22 20 776 22 20 36 33 23 28 36 27 20 35 1465
leaf_count=24 166 22 22 20 24 20 24 25 27 28 25 28 26 22 32 23 22 20 776 22 20 36 33 23 28 36 27 20 35 1465
internal_value=0 -7.37566e-06 1.10332e-07 4.03762e-06 -1.71655e-07 -2.06502e-06 1.55591e-07 5.58174e-08 1.85834e-07 2.52036e-08 2.32537e-07 1.05618e-07 -4.53324e-08 8.1724e-06 1.22559e-07 8.70798e-06 -5.96861e-08 7.43953e-08 -7.06276e-08 1.34742e-07 9.24347e-06 -1.86811e-09 1.48649e-06 1.03243e-05 1.72285e-05 6.06737e-08 8.47691e-06 1.68849e-05 -9.15617e-07 -5.53991e-07
internal_weight=0 46 3075 206 2869 186 2847 2823 2798 2774 2747 2722 2672 50 2646 55 2591 2569 2529 2501 40 2479 943 131 108 812 80 53 1536 1500
internal_count=3121 46 3075 206 2869 186 2847 2823 2798 2774 2747 2722 2672 50 2646 55 2591 2569 2529 2501 40 2479 943 131 108 812 80 53 1536 1500
is_linear=0
shrinkage=0.1


Tree=5095
num_leaves=31
num_cat=0
split_feature=132 1185 393 50 12 4 10 16 10 33 45 142 13 15 9 41 11 16 15 2 133 0 16 16 13 16 43 403 50 49
split_gain=2.76469e-07 1.87386e-06 6.86547e-07 4.93748e-07 2.53934e-07 5.38743e-07 2.96269e-07 2.99761e-06 3.64212e-06 4.18825e-07 3.59024e-07 5.52035e-07 3.4623e-07 2.78838e-07 2.86778e-07 7.52631e-07 9.20303e-07 5.05109e-07 1.53226e-06 3.48978e-06 1.13129e-06 1.66453e-06 9.27275e-07 2.70472e-06 5.44583e-06 1.64975e-06 2.3552e-06 1.58e-06 2.94243e-06 2.93179e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.10483000000000002 0.09227500000000001 0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 -0.094984999999999986 -0.012019999999999998 0.094030000000000016 -1.0000000180025095e-35 -0.088069999999999996 0.23208000000000004 0.088235000000000022 0.086565000000000017 0.081365000000000007 -0.16075999999999999 0.050935000000000008 0.090175000000000019 0.087625000000000022 -0.11173999999999999 -0.095094999999999985 -0.092484999999999984 -0.091559999999999989 -0.091114999999999988 -0.0061399999999999988 -0.014954999999999998 0.092620000000000022 0.084945000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 12 -8 11 -11 -3 14 15 17 -17 18 20 -20 -13 -22 27 24 -24 26 -25 -19 29 -29
right_child=1 4 -4 -5 -6 -7 9 -9 -10 10 -12 13 -14 -15 -16 16 -18 22 19 -21 21 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=7.9438333893657659e-07 3.0023721575118891e-05 8.2113480422539507e-06 -1.7747384459527956e-05 -1.3786888202368438e-05 -1.0422081813094734e-05 1.5047017122545489e-05 1.3082801509881393e-05 1.9498441223263263e-05 -4.8605472791981204e-05 1.63630533625976e-05 -9.8399714412759454e-06 -3.9935754293679256e-06 -9.3360797605286787e-06 1.1848388112412067e-05 -1.0454312814545119e-05 2.3857745054556291e-05 -2.9280312130298547e-06 -1.2046279875398291e-05 1.1290884279209952e-05 -3.7937777298995771e-05 -1.179279373381803e-05 2.3690534269404361e-05 1.2337394665254661e-05 -3.8392916621887709e-06 -5.5880701183923526e-05 -9.1812471063872706e-08 4.4691152379527924e-05 3.3242630974384976e-05 -5.8258064119140077e-06 -3.7794803941529435e-06
leaf_weight=166 21 23 29 27 23 24 25 33 24 21 36 212 22 20 26 29 23 36 24 36 20 39 22 20 25 1932 20 69 63 31
leaf_count=166 21 23 29 27 23 24 25 33 24 21 36 212 22 20 26 29 23 36 24 36 20 39 22 20 25 1932 20 69 63 31
internal_value=0 2.60451e-07 -3.40114e-06 -1.24548e-06 4.32767e-08 1.27586e-07 1.10555e-09 -5.29035e-06 -1.71459e-05 1.98881e-07 7.97616e-08 2.13611e-07 -3.67394e-07 8.54893e-08 -4.06456e-09 1.00398e-07 1.20102e-05 -1.42564e-07 -3.78653e-06 -1.82463e-05 -5.85103e-07 1.16623e-05 4.01238e-07 -2.40683e-07 -2.39488e-05 3.24369e-07 2.04259e-05 6.914e-06 1.11015e-05 2.17658e-05
internal_weight=0 2899 222 193 2878 2855 2831 102 69 2729 2704 2668 45 2647 2627 2601 52 2549 331 60 271 59 2218 2019 47 1972 40 199 163 100
internal_count=3121 2899 222 193 2878 2855 2831 102 69 2729 2704 2668 45 2647 2627 2601 52 2549 331 60 271 59 2218 2019 47 1972 40 199 163 100
is_linear=0
shrinkage=0.1


Tree=5096
num_leaves=31
num_cat=0
split_feature=401 1210 0 52 1208 1209 42 1209 1210 1210 401 0 4 15 132 1204 132 131 1447 481 1452 159 0 42 0 42 13 133 16 13
split_gain=2.51638e-07 3.87284e-07 8.22628e-07 8.81323e-07 4.53325e-07 3.21564e-07 1.70511e-06 7.97469e-07 5.11651e-07 4.7106e-07 3.30342e-07 1.89376e-06 7.88869e-07 3.56486e-07 3.30872e-06 7.32171e-06 1.03777e-06 1.08312e-06 2.30387e-06 1.45503e-06 1.45969e-06 1.10359e-06 1.34109e-06 2.7685e-06 1.28107e-06 2.28825e-06 1.00426e-06 1.26656e-06 9.53717e-07 1.14829e-06
threshold=0.13837000000000002 0.0028200000000000005 -0.069954999999999976 0.084735000000000019 0.098655000000000007 -0.084519999999999984 0.087505000000000013 -0.067109999999999989 -0.13847499999999999 -0.08861999999999999 -0.099524999999999988 -0.072594999999999979 -0.077834999999999988 0.088990000000000014 -0.083284999999999984 -0.066239999999999979 0.090050000000000005 0.08956500000000002 1.0000000180025095e-35 -0.085749999999999979 0.083330000000000015 0.08154500000000002 -0.082284999999999983 0.091295000000000015 -0.07929499999999999 0.09858500000000002 -0.077799999999999994 0.0068000000000000014 -0.020119999999999996 -0.094514999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1 -7 -9 -10 11 12 -11 -12 -15 -16 17 18 19 -17 21 22 23 28 -24 26 -26 -28 29 -21
right_child=-2 2 -4 -5 -6 7 -8 8 9 10 13 -13 -14 14 15 16 -18 -19 -20 20 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=8.7135255593498845e-06 -1.0909707634709776e-05 1.480352508698833e-05 2.3434048324071974e-05 -1.1615067127682519e-05 -1.3247243679450969e-05 1.7934708104803578e-05 -2.8033204453885958e-05 1.2194081243839773e-05 -1.5067739046311806e-05 -7.3044214332185227e-06 -3.7472019194608944e-07 -2.7208882407389217e-05 1.8335218472505708e-05 3.1348208000742273e-05 -5.7410923859823096e-05 -2.183570454690198e-05 -1.3412851177625792e-05 -1.1472619589288737e-05 3.9259679560927914e-05 -5.3106896611357772e-06 3.144948299936887e-05 -1.4723190871076702e-05 2.7281005335074344e-05 -2.8620858537233921e-05 -2.1298913634382191e-05 3.2279920826392933e-05 -8.1748739207245254e-06 2.1665211821527918e-05 -9.4318196595395434e-06 2.3444741573922974e-05
leaf_weight=28 21 23 22 28 26 25 23 34 21 24 2312 28 24 37 21 20 35 38 20 21 21 28 42 29 20 26 33 25 25 41
leaf_count=28 21 23 22 28 26 25 23 34 21 24 2312 28 24 37 21 20 35 38 20 21 21 28 42 29 20 26 33 25 25 41
internal_value=0 7.38908e-08 7.27135e-06 2.992e-07 -9.96851e-08 1.42224e-08 -7.85853e-06 1.50328e-07 -1.67565e-09 -1.45106e-07 -3.59155e-08 -6.54092e-06 5.5154e-06 1.41028e-07 2.61491e-06 2.25846e-07 3.0805e-06 4.56447e-06 6.30068e-06 4.3092e-06 5.99055e-06 4.14697e-06 6.16363e-06 -1.86285e-06 1.25408e-05 6.58807e-06 -1.97588e-06 4.68723e-06 7.05649e-06 1.3705e-05
internal_weight=0 3100 73 51 3027 3001 51 2950 2925 2891 2870 76 48 2794 482 445 424 389 351 331 311 290 262 116 146 104 78 58 87 62
internal_count=3121 3100 73 51 3027 3001 51 2950 2925 2891 2870 76 48 2794 482 445 424 389 351 331 311 290 262 116 146 104 78 58 87 62
is_linear=0
shrinkage=0.1


Tree=5097
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 401 403 43 133 133 1213 403 42 130 130 130 39 124 124 123 123 39 33 47 9 3 47 47 47 47 12
split_gain=2.91372e-07 1.54246e-06 6.50633e-07 6.84553e-07 2.63399e-07 1.31829e-06 1.23853e-06 6.87786e-07 6.39451e-07 2.62918e-07 4.2073e-07 3.07273e-07 5.29394e-07 3.31599e-07 2.50839e-07 6.57863e-07 3.28814e-07 3.75477e-07 5.21221e-07 5.01211e-07 4.39136e-07 1.2223e-06 5.57867e-07 2.43387e-06 4.43517e-06 2.22447e-06 7.151e-07 6.10033e-07 5.87565e-07 1.0565e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.078179999999999986 -0.072624999999999981 0.05259500000000001 0.51114000000000004 0.41892500000000005 0.086260000000000017 -0.088034999999999988 -0.021469999999999996 0.085235000000000019 0.11417500000000001 -0.23647499999999996 0.14059500000000003 0.14970500000000003 0.096090000000000023 0.11679000000000002 0.09499500000000001 -1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.087755000000000014 -0.13309499999999996 0.096850000000000006 0.09055500000000001 0.087235000000000021 0.079365000000000005 0.084535000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 9 5 -3 -7 8 14 10 -1 12 -12 -14 -6 16 17 18 19 20 -16 -22 23 26 -25 -24 27 28 -23 -30
right_child=1 4 -4 -5 7 6 -8 -9 -10 -11 11 -13 13 -15 15 -17 -18 -19 -20 -21 21 22 25 24 -26 -27 -28 -29 29 -31
leaf_value=-1.1897771777324218e-05 2.7270829282531938e-05 2.2416504774203837e-05 -1.8688494848902338e-05 -1.8628488102140617e-05 -1.1203042201941571e-05 1.1638233041190284e-05 -1.8379265267347884e-05 -1.3640024521181831e-05 1.7901142200571485e-05 1.0199948277052803e-05 -1.3140729002511114e-05 8.8272473383254601e-06 1.0363937025559267e-05 -5.1856935063672914e-06 1.4652976442448564e-05 1.5568815191121153e-05 1.2655612572416432e-05 -1.3533316641336395e-05 1.3462526723222773e-05 -1.3327458685219835e-05 -2.0636303530597521e-05 -2.5196582431147359e-07 3.4102780441373948e-05 8.3723663326805858e-06 -5.3079391879388516e-05 1.5110088171264253e-06 1.7155314446881677e-05 -1.486621163491821e-05 -5.3647233168400516e-06 2.506044685287634e-05
leaf_weight=29 21 30 25 21 20 27 28 37 20 24 28 39 32 24 20 27 20 21 28 29 29 2140 23 23 24 234 24 28 21 25
leaf_count=29 21 30 25 21 20 27 28 37 20 24 28 39 32 24 20 27 20 21 28 29 29 2140 23 23 24 234 24 28 21 25
internal_value=0 2.67377e-07 -3.4916e-06 -1.56306e-06 7.034e-08 5.55421e-06 -3.6434e-06 -9.65519e-08 8.52727e-08 4.73153e-07 -1.06266e-06 1.49196e-06 -1.9137e-06 3.69981e-06 -4.49603e-08 3.72053e-08 -1.18746e-07 -2.1447e-07 -1.08845e-07 -2.53882e-07 -1.07555e-07 -2.22378e-07 1.05105e-08 -4.86312e-07 -2.30073e-05 4.42778e-06 -1.33518e-08 -1.99462e-07 -1.15988e-08 1.11707e-05
internal_weight=0 2899 222 197 2878 85 55 2793 2756 176 152 123 84 56 2736 2716 2689 2669 2648 2620 2591 2571 2542 2285 47 257 2238 2214 2186 46
internal_count=3121 2899 222 197 2878 85 55 2793 2756 176 152 123 84 56 2736 2716 2689 2669 2648 2620 2591 2571 2542 2285 47 257 2238 2214 2186 46
is_linear=0
shrinkage=0.1


Tree=5098
num_leaves=31
num_cat=0
split_feature=9 12 10 2 2 2 132 132 132 50 4 2 52 133 2 1203 390 133 4 0 0 1213 0 1 12 0 16 481 0 0
split_gain=3.20789e-07 7.41106e-07 7.11034e-07 1.70819e-06 5.31454e-07 2.76304e-07 2.59001e-07 1.54547e-06 5.98083e-07 3.59286e-07 3.03563e-07 3.24414e-07 5.38048e-07 3.79761e-07 3.23306e-07 6.41697e-07 2.46822e-07 7.06631e-07 2.62841e-07 1.12819e-06 4.45731e-06 3.61503e-06 2.4527e-06 3.03893e-06 3.5237e-06 2.34593e-06 1.71427e-06 1.2275e-06 2.51663e-06 2.41332e-06
threshold=0.092890000000000014 -0.010834999999999999 0.053330000000000009 -0.15339499999999998 -0.090999999999999984 -0.033169999999999991 -0.083174999999999985 -0.050879999999999988 -0.084644999999999984 0.09227500000000001 0.10924000000000002 0.097385000000000013 0.089325000000000015 -0.14717499999999997 0.085485000000000019 0.084030000000000007 0.087590000000000015 -0.089569999999999983 -0.07533999999999999 -0.086934999999999985 -0.087414999999999979 0.04198000000000001 -0.089019999999999974 0.077565000000000009 0.089300000000000004 -0.086284999999999987 -0.095564999999999983 -0.085784999999999986 -0.085669999999999982 -0.083804999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -6 8 -8 9 10 11 12 13 -7 15 -15 18 -18 19 20 21 22 23 26 -25 -21 -9 -27 -29 -30
right_child=1 -3 3 -5 5 6 7 16 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 25 -22 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=1.352221399805597e-05 2.1136300750620885e-05 -3.2912168771198832e-06 7.115729450950832e-06 -3.3218459812122181e-05 -1.1246057883082276e-05 1.4152163844084412e-05 2.4529595514020632e-05 3.835548920202807e-05 -1.9358863625841749e-05 -1.2322009251874989e-05 -1.1160134991292755e-05 1.0263821824911942e-05 -1.5762513530717115e-05 -5.9282900609457195e-06 -1.1246609807875014e-05 1.6711694410159474e-05 2.112228747137124e-05 -5.4602460841124416e-06 6.5973769726381398e-07 2.547995905583126e-05 -4.7806577582377944e-05 3.7390400339063488e-05 -3.8707411129673187e-05 -3.6840041240273945e-05 1.4974308076142778e-05 -2.2349886071774214e-05 -7.6737116311657392e-07 3.0317689977612017e-05 -1.8852882225422641e-05 5.7034521329229537e-07
leaf_weight=29 23 27 21 21 22 21 26 21 21 27 21 34 20 31 22 21 20 20 1722 35 25 20 22 35 21 26 24 26 71 646
leaf_count=29 23 27 21 21 22 21 26 21 21 27 21 34 20 31 22 21 20 20 1722 35 25 20 22 35 21 26 24 26 71 646
internal_value=0 7.94544e-06 -1.29354e-07 -1.30514e-05 4.98225e-08 -8.04106e-08 2.0757e-09 2.64173e-07 -3.31622e-06 -1.60609e-06 9.58556e-08 1.68227e-06 -8.54884e-07 2.28356e-06 -1.08455e-06 3.21478e-06 3.34114e-08 7.83102e-06 -8.2366e-08 -1.39708e-06 -8.85007e-06 -2.03949e-06 -8.45086e-06 -1.86032e-06 -1.74097e-05 1.60261e-07 1.749e-05 -9.92131e-07 -2.44753e-07 -1.35301e-06
internal_weight=0 50 3071 42 3029 3000 2978 2760 218 197 170 149 115 95 74 52 2734 40 2694 972 168 143 123 101 56 804 45 769 743 717
internal_count=3121 50 3071 42 3029 3000 2978 2760 218 197 170 149 115 95 74 52 2734 40 2694 972 168 143 123 101 56 804 45 769 743 717
is_linear=0
shrinkage=0.1


Tree=5099
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 12 10 0 12 9 47 9 0 16 47 1 43 47 484 47 47 12 391 1446 1428 153 0 1456 52 1
split_gain=2.70492e-07 7.48572e-06 4.07358e-06 1.48918e-06 2.55374e-07 3.31258e-07 2.64929e-07 1.11009e-06 1.71659e-06 8.22604e-07 2.94521e-07 5.68254e-06 1.7581e-06 8.38963e-06 1.34667e-06 7.88248e-07 6.94971e-07 6.14964e-07 5.47565e-07 4.30235e-07 5.30138e-07 7.6971e-07 4.26769e-07 3.63929e-07 4.03643e-07 5.49297e-07 4.28106e-07 3.60518e-07 5.01601e-07 6.93218e-07
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.082274999999999987 0.089410000000000003 0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.091600000000000015 0.094160000000000008 0.082870000000000013 -0.097274999999999986 -0.105305 0.097970000000000015 0.111945 -0.11180499999999999 0.091210000000000013 -0.078424999999999981 0.087235000000000021 0.079365000000000005 0.084535000000000013 -0.085594999999999991 0.11483500000000001 -0.071779999999999997 0.08351500000000002 -0.24955499999999997 -1.0000000180025095e-35 -0.0027449999999999996 0.12811000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 9 -8 -9 10 11 17 13 15 -14 -12 -16 19 -18 20 22 -22 -6 24 -24 26 -26 -20 -29 -30
right_child=2 -3 4 -5 6 -7 7 8 -10 -11 12 -13 14 -15 16 -17 18 -19 27 -21 21 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=2.7484495386703162e-07 -4.3122867034319576e-05 6.0158734846655059e-05 -1.2812812019546983e-07 -2.850451854101266e-05 -1.2414408060327072e-05 1.7138382661414655e-05 2.3631171006854857e-05 1.3886317532113378e-05 -2.0955739140705332e-05 -1.9472103078690205e-05 -1.1565805629001453e-05 -4.9885441852814476e-05 -2.6172682330417007e-05 7.1679446991765869e-05 -1.4520306075820162e-05 1.0117895174820055e-05 -9.7597843705443669e-06 1.7094135814875787e-05 1.8247347124997759e-05 -1.10991221020283e-05 -3.0576647160077388e-06 2.2589023261389231e-05 -1.3655256944253953e-05 -1.1534605962677031e-05 1.2629320311437673e-05 1.5648027670314824e-05 -3.9970426764670928e-08 -2.8906830493724556e-06 2.0503451911887777e-05 -3.5315632976562485e-06
leaf_weight=178 22 21 25 20 28 20 24 31 26 22 38 23 21 20 26 30 27 21 20 35 22 25 21 27 27 23 2192 56 30 20
leaf_count=178 22 21 25 20 28 20 24 31 26 22 38 23 21 20 26 30 27 21 20 35 22 25 21 27 27 23 2192 56 30 20
internal_value=0 3.38888e-06 -2.55744e-07 -2.63216e-06 7.17128e-08 7.54588e-06 -4.69247e-08 5.58981e-06 -2.00655e-06 -2.12711e-07 -5.76208e-08 -4.14042e-07 2.96701e-06 1.47457e-05 -2.21564e-06 -1.99947e-06 5.94966e-07 5.59469e-08 3.16357e-06 -9.31372e-08 6.9742e-08 1.05842e-05 -1.4345e-07 6.58793e-09 1.44287e-07 2.73542e-07 1.14185e-07 5.93286e-06 3.60938e-06 1.08894e-05
internal_weight=0 219 2902 198 2880 45 2835 81 57 2754 2732 2444 288 88 200 68 179 2421 153 2400 2365 47 2318 2290 2263 2242 2219 126 106 50
internal_count=3121 219 2902 198 2880 45 2835 81 57 2754 2732 2444 288 88 200 68 179 2421 153 2400 2365 47 2318 2290 2263 2242 2219 126 106 50
is_linear=0
shrinkage=0.1


Tree=5100
num_leaves=31
num_cat=0
split_feature=9 10 2 9 4 142 132 1185 1203 129 1 1 1 160 150 1428 47 3 2 0 16 0 52 0 48 12 2 2 124 3
split_gain=3.08048e-07 6.75626e-07 1.51425e-06 6.3427e-07 4.95097e-07 2.58648e-07 2.47243e-07 1.6194e-06 1.18053e-06 2.58306e-07 2.50139e-07 1.80552e-06 1.45048e-06 7.56075e-07 1.24084e-06 6.63307e-07 6.62873e-07 2.38992e-06 2.36699e-06 6.29336e-07 6.75593e-07 6.3278e-07 1.24017e-06 1.85211e-06 1.36278e-06 1.51357e-06 1.30862e-06 2.92131e-06 1.44063e-06 8.20789e-07
threshold=0.092890000000000014 0.053330000000000009 -0.13033999999999998 0.085355000000000014 0.49041500000000005 -1.0000000180025095e-35 -0.083449999999999983 -0.087384999999999977 0.089165000000000008 -0.082304999999999975 0.10658000000000002 0.10723500000000001 0.10538500000000002 0.11205000000000002 0.12314500000000002 0.087980000000000017 0.092165000000000011 -0.0063699999999999989 -1.0000000180025095e-35 -0.23811499999999999 -0.53943499999999989 -0.11173999999999999 0.084735000000000019 -0.14723999999999998 0.091545000000000015 0.089300000000000004 0.087855000000000003 0.092635000000000009 -0.043384999999999993 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -2 -1 8 -8 -7 -9 12 -12 16 14 15 -13 18 -18 -11 -20 -21 22 24 -24 25 26 -22 -28 -29 -23
right_child=4 2 -4 -5 -6 6 7 9 -10 10 11 13 -14 -15 -16 -17 17 -19 19 20 21 29 23 -25 -26 -27 27 28 -30 -31
leaf_value=-1.1428473621890589e-05 1.9973299004050205e-05 5.3812056669564555e-06 -3.263746657012234e-05 1.476590237118593e-05 -3.3878083437836419e-07 -8.3126884610943608e-07 2.7256149041932077e-05 9.404499046624927e-06 -2.5817067892473589e-05 3.0792316902079623e-05 2.6586203713512601e-05 1.6484230458667466e-06 -2.3586616677035907e-05 1.9052192168428085e-05 -2.4101552272830825e-05 -1.5782011304627701e-05 -1.0517060687446263e-06 -3.4899091217084788e-05 1.6649508209163533e-05 1.5976226481143387e-05 -1.5153844668265476e-05 -1.859419090564454e-07 -8.5138639232831165e-08 -4.2084080569977582e-05 -2.4105049351419439e-05 2.3503713072596628e-05 3.254282704399604e-05 1.1421653307479574e-05 -2.3718427831097093e-05 1.8437031326357103e-05
leaf_weight=20 20 22 20 29 30 190 22 29 21 25 28 430 27 21 21 23 126 25 22 25 52 1703 21 21 24 26 26 20 28 24
leaf_count=20 20 22 20 29 30 190 22 29 21 25 28 430 27 21 21 23 126 25 22 25 52 1703 21 21 24 26 26 20 28 24
internal_value=0 -1.26763e-07 -1.27229e-05 4.78952e-08 7.78605e-06 -9.43788e-08 -1.83111e-08 2.33128e-07 -3.31801e-06 1.67081e-08 -8.34559e-08 1.88186e-06 -5.51729e-07 4.84443e-07 -3.38179e-07 7.63434e-07 -2.64856e-07 -6.65558e-06 2.13577e-07 -1.70192e-07 -3.58027e-07 -5.67978e-07 -5.64471e-06 -2.10846e-05 -1.96019e-06 1.53636e-06 -2.99658e-06 5.54636e-06 -9.07673e-06 7.28603e-08
internal_weight=0 3071 42 3029 50 3000 2980 2769 211 2747 2718 523 2195 495 474 453 2168 151 2017 1992 1970 1945 218 42 176 152 126 74 48 1727
internal_count=3121 3071 42 3029 50 3000 2980 2769 211 2747 2718 523 2195 495 474 453 2168 151 2017 1992 1970 1945 218 42 176 152 126 74 48 1727
is_linear=0
shrinkage=0.1


Tree=5101
num_leaves=31
num_cat=0
split_feature=47 2 47 1456 483 393 376 0 148 447 16 1 147 130 40 16 40 9 3 40 12 12 131 1 97 123 42 2 16 52
split_gain=2.67609e-07 2.613e-06 9.91027e-07 4.04392e-07 5.49608e-07 4.04344e-07 3.55322e-07 4.54952e-07 3.29433e-07 6.00915e-07 3.9277e-07 1.07086e-06 9.32355e-07 3.64243e-07 4.40754e-07 7.57809e-07 6.13642e-07 4.55943e-07 1.30412e-06 4.12986e-07 4.473e-07 1.32876e-06 5.04302e-07 7.37791e-07 1.0733e-06 6.44646e-07 6.28396e-07 5.72717e-07 4.62885e-07 1.2559e-06
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.079429999999999987 -0.041389999999999989 0.12679500000000002 0.049360000000000008 -0.026509999999999995 -0.10069499999999999 0.094580000000000011 -0.54656499999999986 0.10022000000000002 0.092070000000000013 -0.22699999999999995 -0.085734999999999992 -0.082179999999999989 -0.083564999999999987 0.08925000000000001 -0.014944999999999998 -0.081564999999999985 -0.010834999999999999 -0.040564999999999997 0.10156500000000002 0.13820500000000002 -1.0000000180025095e-35 0.089155000000000012 0.086730000000000015 0.096540000000000015 -0.50690499999999983 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 -5 8 7 -6 -1 10 11 -10 13 -12 15 -15 -16 19 -19 -18 21 22 23 24 -21 26 27 -26 29 -22
right_child=1 3 -4 4 6 -7 -8 -9 9 -11 12 -13 -14 14 16 -17 17 18 -20 20 28 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=9.9676150767029909e-06 -3.7715762284733505e-05 -1.3536309134823651e-05 2.1463351566291586e-05 1.5723779709084985e-05 -4.9831408871710648e-07 1.2566491512608572e-05 1.1799159251711986e-05 -1.6211959836276436e-05 2.8097595532017297e-06 -1.4402011602842007e-05 -1.2496544080358549e-05 -2.6687186291383114e-05 1.7206295524374582e-05 2.0313736226383081e-05 -1.4789703891437967e-05 -1.2762256439010664e-06 1.1779178083966615e-05 2.6544782177433776e-05 -8.3703755808528507e-06 2.0679687913798262e-05 -5.05928455064956e-06 -2.7254240969499654e-05 1.1724222929387906e-05 -1.830533809848491e-05 -1.9346647341080826e-05 -1.5794401451460414e-05 1.2645901558374005e-05 1.0622054767075249e-06 1.3485701887693859e-09 2.8870641554021858e-05
leaf_weight=33 20 22 22 22 234 26 21 20 32 29 23 20 32 29 28 37 29 23 20 20 24 23 24 29 20 35 28 44 2132 20
leaf_count=33 20 22 22 22 234 26 21 20 32 29 23 20 32 29 28 37 29 23 20 20 24 23 24 29 20 35 28 44 2132 20
internal_value=0 -2.65266e-06 3.2324e-07 -4.54351e-07 5.14683e-07 1.54732e-07 -7.02045e-07 -1.73561e-06 3.66974e-08 -8.46356e-08 7.07551e-08 -8.53522e-06 2.41561e-07 3.17958e-08 1.44136e-07 8.21027e-06 -6.88955e-08 9.79125e-08 1.03052e-05 -8.28586e-08 -2.26251e-07 -4.49167e-06 -1.87397e-06 -3.72827e-06 -8.52524e-07 -4.24342e-06 1.50971e-07 -5.31556e-06 2.10876e-07 1.03634e-05
internal_weight=0 339 2782 319 297 2760 275 254 2734 2701 2672 52 2620 2588 2565 66 2499 2471 43 2428 2399 223 200 176 147 127 92 64 2176 44
internal_count=3121 339 2782 319 297 2760 275 254 2734 2701 2672 52 2620 2588 2565 66 2499 2471 43 2428 2399 223 200 176 147 127 92 64 2176 44
is_linear=0
shrinkage=0.1


Tree=5102
num_leaves=31
num_cat=0
split_feature=12 130 132 50 1185 1203 130 129 132 10 0 12 9 41 41 133 480 480 1447 481 2 51 51 4 1447 1446 1447 475 42 1375
split_gain=2.69042e-07 5.26926e-07 2.64183e-07 7.0989e-06 3.78784e-06 1.42909e-06 3.11027e-07 2.97343e-07 2.83347e-07 2.60064e-07 1.14433e-06 1.64962e-06 5.18078e-07 4.76921e-07 9.76697e-07 3.11533e-07 2.171e-06 1.36407e-06 9.55065e-07 9.56923e-07 1.6085e-06 8.19219e-07 3.8458e-06 1.39921e-06 8.02618e-07 2.74559e-06 1.73146e-06 8.72004e-07 3.04879e-06 2.58904e-06
threshold=0.23631000000000002 -0.22461999999999996 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 -0.12279499999999997 -0.082304999999999975 -0.030684999999999994 0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.088235000000000022 0.086565000000000017 0.091290000000000024 0.0033250000000000003 0.11191000000000002 0.093630000000000005 0.059120000000000013 -0.086219999999999977 0.083865000000000009 0.0053700000000000006 0.090050000000000005 -0.077519999999999992 -0.085684999999999997 0.085345000000000018 -0.081174999999999983 -0.086279999999999982 0.084435000000000024 -0.15308499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 -6 -8 -9 12 -11 -12 13 15 -15 18 17 21 19 20 -10 24 -23 -24 25 -17 -26 28 -28 -29
right_child=-2 2 4 -5 6 -7 7 8 9 10 11 -13 -14 14 -16 16 -18 -19 -20 -21 -22 22 23 -25 26 -27 27 29 -30 -31
leaf_value=1.3988877031402404e-05 -1.0775555264168044e-05 1.5120376913774497e-07 -4.1632866141712427e-05 5.7180775890876909e-05 -1.1821836431574247e-05 -2.8049562920386965e-05 1.0188193043396841e-05 9.5166775868311821e-06 3.1379445363199924e-05 2.3762645234152539e-05 1.2574123103413807e-05 -2.2772163050332064e-05 -1.3116121478942073e-05 2.6744188745624341e-05 -3.2096762183186909e-07 2.9589684306825581e-05 3.3661642492006654e-05 -2.4238010324883032e-05 -2.2920060055184879e-05 -1.3880769183355697e-06 -4.20073189430965e-06 3.613432993713812e-05 -2.3120494316704786e-05 4.809314339927625e-06 -2.8034246758540138e-05 -1.6664227145416329e-05 -4.2324916739744368e-05 3.4389654154603538e-05 1.2229663696503157e-05 -4.4357342351487191e-07
leaf_weight=27 23 177 22 22 22 20 29 31 24 24 31 23 31 20 40 33 20 22 20 1486 27 36 24 71 23 21 20 22 21 709
leaf_count=27 23 177 22 22 22 20 29 31 24 24 31 23 31 20 40 33 20 22 20 1486 27 36 24 71 23 21 20 22 21 709
internal_value=0 7.99995e-08 -4.22863e-08 3.30479e-06 -2.99302e-07 -2.71182e-06 2.20187e-08 1.14812e-07 9.69263e-09 -9.7555e-08 5.59412e-06 -2.48078e-06 -2.63829e-07 -1.12854e-07 8.70075e-06 -3.17902e-07 1.03868e-06 3.87521e-07 -1.20835e-06 -9.25827e-07 1.25429e-05 9.40339e-07 8.3008e-06 -2.24664e-06 -1.95375e-07 1.16021e-05 -9.9671e-07 -1.91187e-07 -1.43823e-05 6.04759e-07
internal_weight=0 3098 3071 219 2852 197 2830 2808 2779 2748 78 54 2670 2639 60 2579 1022 1002 1557 1537 51 980 131 95 849 54 795 772 41 731
internal_count=3121 3098 3071 219 2852 197 2830 2808 2779 2748 78 54 2670 2639 60 2579 1022 1002 1557 1537 51 980 131 95 849 54 795 772 41 731
is_linear=0
shrinkage=0.1


Tree=5103
num_leaves=31
num_cat=0
split_feature=130 12 47 47 47 47 1453 51 393 2 376 43 34 10 9 9 15 12 3 49 13 49 3 124 132 131 1203 123 51 51
split_gain=2.57948e-07 5.84351e-07 2.47936e-07 3.57451e-06 2.61282e-06 6.93737e-07 4.00669e-07 7.87477e-07 3.93702e-07 3.70238e-07 4.18222e-07 4.44479e-07 3.42023e-07 5.51178e-07 5.83941e-07 1.9617e-06 4.09259e-07 3.3442e-07 4.59309e-07 4.50531e-07 5.71123e-07 6.65583e-07 7.29845e-07 3.32619e-07 3.31499e-07 3.28141e-07 5.15246e-07 4.51109e-07 3.92857e-07 1.61397e-06
threshold=-0.23647499999999996 0.23631000000000002 0.094460000000000002 0.096770000000000009 0.091680000000000011 0.089640000000000011 -1.0000000180025095e-35 -0.41904999999999998 0.12679500000000002 0.14445500000000003 0.049360000000000008 -0.11180499999999999 -0.112215 0.11294000000000003 0.092235000000000011 0.085355000000000014 -0.56020999999999987 0.092995000000000008 -0.077104999999999993 -0.0087049999999999992 -0.086919999999999983 0.14233500000000002 -0.080289999999999986 0.098110000000000017 -0.44750499999999993 0.13767000000000004 -1.0000000180025095e-35 0.11679000000000002 0.094075000000000006 0.090560000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 8 -5 -8 12 10 11 -9 -2 14 15 16 -14 19 -19 -13 -21 22 -22 24 -18 26 -26 28 29 -28
right_child=1 -3 3 6 -6 -7 7 9 -10 -11 -12 17 13 -15 -16 -17 23 18 -20 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-1.1320225760300674e-05 -1.1863743804951811e-05 1.6312784683495094e-05 -4.1576269053290494e-05 1.3867578927602154e-05 3.4586666908932203e-05 -1.6595689696259796e-05 -1.9404573863756102e-05 -1.1133860269702772e-05 1.2385398412544208e-05 -1.1664061390671454e-05 1.5733610634924844e-05 -6.5210613549290295e-06 -1.3380261886753864e-05 1.4342806797752996e-05 -1.3444262772566163e-05 3.0587335749303404e-05 -1.0728997648553121e-05 -1.5845050239433824e-05 3.3091293047501466e-06 -4.0470795221185183e-06 4.4622524759082202e-06 -3.3414071458537367e-06 2.7238602155300803e-05 1.1059398447186041e-05 1.3870941728344878e-05 -1.2134819586539048e-05 -2.1717537301471605e-07 1.4938172946585838e-05 3.5883641971724189e-06 -2.1282155254281149e-05
leaf_weight=20 24 22 22 20 22 25 21 28 26 22 20 27 23 27 32 21 29 21 31 29 24 20 34 27 27 22 2145 20 253 37
leaf_count=20 24 22 22 20 22 25 21 28 26 22 20 27 23 27 32 21 29 21 31 29 24 20 34 27 27 22 2145 20 253 37
internal_value=0 7.3021e-08 -4.30149e-08 -2.68253e-06 2.62059e-07 -1.37412e-08 1.98491e-07 -7.88447e-07 1.3906e-07 7.38657e-07 1.90472e-06 6.12305e-07 2.05614e-08 1.27667e-07 -1.79353e-08 1.47058e-07 -1.00424e-07 2.38055e-06 -4.42621e-06 5.02197e-06 7.9347e-06 1.23895e-05 1.78139e-05 1.88871e-08 -9.8797e-08 2.43163e-08 1.32093e-07 -1.90066e-08 -1.41858e-07 -5.74373e-07
internal_weight=0 3101 3079 319 2760 2738 297 277 2713 256 234 214 2687 2663 2636 2604 2583 186 52 134 107 78 58 2560 2533 2504 2482 2455 2435 2182
internal_count=3121 3101 3079 319 2760 2738 297 277 2713 256 234 214 2687 2663 2636 2604 2583 186 52 134 107 78 58 2560 2533 2504 2482 2455 2435 2182
is_linear=0
shrinkage=0.1


Tree=5104
num_leaves=31
num_cat=0
split_feature=12 130 9 10 43 9 12 15 132 1185 394 50 130 129 42 130 12 133 131 132 123 401 133 42 1213 133 123 3 124 15
split_gain=2.91128e-07 4.75404e-07 2.70774e-07 7.4648e-07 1.52367e-06 6.34472e-07 4.85475e-07 3.22152e-07 2.4607e-07 1.84811e-06 6.41367e-07 4.61646e-07 2.59526e-07 2.49666e-07 2.4208e-07 4.61178e-07 4.06179e-07 5.85168e-07 2.30787e-07 6.74624e-07 3.61319e-07 3.60847e-07 1.52023e-06 1.31012e-06 9.07459e-07 7.37801e-07 3.18461e-07 4.89893e-07 5.3144e-07 3.97336e-07
threshold=0.23631000000000002 -0.22461999999999996 0.092410000000000006 0.053330000000000009 -0.080419999999999978 0.087755000000000014 -0.010834999999999999 -0.56020999999999987 -0.083174999999999985 -0.083264999999999992 0.013605000000000001 0.09227500000000001 -0.12279499999999997 -0.082304999999999975 -0.015274999999999999 1.0000000180025095e-35 0.10911500000000002 -0.085499999999999979 0.13612500000000002 0.13831000000000002 0.11679000000000002 -0.078179999999999986 0.51114000000000004 0.10306000000000001 -0.060974999999999994 0.41484500000000007 0.086445000000000008 -0.012939999999999998 -0.076779999999999987 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 -4 -3 10 -10 11 14 -11 -14 15 -9 17 -17 19 20 21 23 25 -15 -25 26 29 -28 -29 -23
right_child=-2 2 6 4 -6 -7 -8 8 9 12 -12 -13 13 18 -16 16 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=1.329461745087799e-05 -1.1209135036354027e-05 -1.1628564353334999e-05 1.7903894212909307e-05 6.20097267528763e-06 -3.2365744603642571e-05 1.7353560204875457e-05 -2.2273360664257781e-06 1.6558660358679759e-05 2.9813284154876048e-05 -1.0784397801961114e-05 -1.9849105072872982e-05 -1.3593037220760853e-05 9.8729394564473375e-06 2.5519150147374606e-05 -4.8027220752070813e-06 -1.2375790248444064e-05 1.0362970954668494e-05 7.2001623187553865e-06 8.3363067074749398e-06 -1.751658981613053e-05 1.0800186194706664e-05 1.9741255616279252e-06 -2.4807480443769239e-05 -1.9071612550760621e-05 7.7729244902216383e-06 1.7803469049597525e-05 2.246897690142481e-06 -2.2463201483279752e-06 -2.0201283493292977e-05 -8.3161441806527819e-07
leaf_weight=27 23 24 23 20 21 21 25 21 21 22 21 27 26 25 57 37 27 26 33 22 31 741 25 20 34 23 49 34 32 1583
leaf_count=27 23 24 23 20 21 21 25 21 21 22 21 27 26 25 57 37 27 26 33 22 31 741 25 20 34 23 49 34 32 1583
internal_value=0 8.32189e-08 -3.29347e-08 -1.51257e-07 -1.35527e-05 3.30022e-08 7.41888e-06 -8.98386e-08 4.45128e-09 2.62345e-07 -3.24429e-06 -1.45608e-06 3.2504e-08 1.21366e-07 4.94505e-07 3.2147e-06 1.01113e-07 -4.29683e-06 2.57621e-08 -7.89527e-08 6.8767e-08 -6.08799e-08 -2.72233e-07 6.59273e-06 -2.1695e-06 -2.30937e-08 -1.912e-07 -5.32798e-06 -1.09518e-05 6.29868e-08
internal_weight=0 3098 3071 3023 41 2982 48 2961 2937 2721 216 195 2700 2678 168 111 90 63 2652 2619 2597 2566 2487 79 54 2462 2439 115 66 2324
internal_count=3121 3098 3071 3023 41 2982 48 2961 2937 2721 216 195 2700 2678 168 111 90 63 2652 2619 2597 2566 2487 79 54 2462 2439 115 66 2324
is_linear=0
shrinkage=0.1


Tree=5105
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 1182 129 130 12 47 0 1 0 15 47 132 40 43 3 1 51 0 1365 150 1371 457 2 1375 1375 457 457
split_gain=2.64933e-07 7.3335e-06 3.79873e-06 1.68904e-06 2.58578e-07 3.44267e-07 2.54094e-07 3.20006e-07 2.45919e-07 2.45188e-06 1.92631e-05 2.48682e-06 1.32753e-06 1.01093e-06 3.79046e-07 4.49384e-07 4.09812e-07 1.13744e-06 7.12878e-07 7.96309e-07 3.34872e-07 3.08411e-07 3.15856e-07 4.10382e-07 4.02019e-07 2.0524e-06 5.60884e-07 6.51028e-07 5.17045e-07 6.33818e-07
threshold=-0.083284999999999984 0.089165000000000008 0.12358500000000001 0.10022000000000002 0.086460000000000009 -0.082304999999999975 -0.22699999999999995 0.23631000000000002 0.092165000000000011 -0.10224499999999999 0.099660000000000012 -0.095504999999999993 -0.18895499999999996 0.090100000000000013 0.089825000000000002 -0.045684999999999996 -0.078139999999999973 -0.081574999999999995 0.11751000000000002 -0.012244999999999997 -0.14116499999999996 0.085025000000000017 -0.096799999999999983 0.086910000000000015 -0.087749999999999981 0.09678500000000001 0.084665000000000018 0.083945000000000006 -0.084274999999999989 -0.0029299999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -2 -7 8 13 10 -10 -11 -12 21 15 -13 17 -17 19 -18 -14 22 -8 24 25 -24 27 28 -26 -30
right_child=2 -3 -4 -5 -6 6 7 -9 9 11 12 14 20 -15 -16 16 18 -19 -20 -21 -22 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=2.1462556725799173e-07 1.2599802954065872e-05 5.6773124885259442e-05 -4.3684355173354564e-05 -3.0452773573017566e-05 -9.8792286280513508e-06 -1.0426059987406442e-05 -8.5314355384893836e-06 1.273173705158115e-05 -0.0001029129455491784 3.4774614670657847e-05 3.0001162238996976e-05 1.2030576699544327e-05 -8.8940849704870384e-06 2.2761403979529863e-05 1.1785201149905334e-05 -1.2126348899661989e-06 2.4057994910435809e-05 -2.8416432036754652e-05 -9.4360235753134856e-06 -1.7022543094450764e-06 8.5718762290655706e-06 1.0439215343624178e-05 -2.426438738136009e-05 1.381130000895196e-05 1.6299420367431593e-05 1.4649477231179609e-05 1.5500696406434145e-05 -1.7829555763455576e-05 -1.7573147015355062e-05 3.0854893910020655e-07
leaf_weight=176 22 23 20 20 26 23 42 20 20 22 21 20 23 20 22 51 20 22 39 30 21 29 33 22 20 23 24 20 20 2227
leaf_count=176 22 23 20 20 26 23 42 20 20 22 21 20 23 20 22 51 20 22 39 30 21 29 33 22 20 23 24 20 20 2227
internal_value=0 3.35388e-06 -2.53101e-07 -2.9147e-06 4.82954e-08 1.38672e-07 4.19378e-08 1.27588e-07 3.72685e-08 -2.61344e-06 -1.70916e-05 2.8319e-06 9.31492e-06 3.69676e-07 -6.12905e-07 -2.11158e-06 -3.85752e-06 -9.41104e-06 6.97611e-07 8.60185e-06 -5.58058e-07 1.87629e-07 6.53357e-08 2.16472e-07 9.01152e-08 -8.28191e-06 2.92986e-07 1.33394e-07 2.91868e-07 1.49388e-07
internal_weight=0 219 2902 196 2882 2856 2834 2811 2791 311 85 226 65 2480 204 182 162 73 89 50 44 2460 2431 2389 2367 56 2311 2287 2267 2247
internal_count=3121 219 2902 196 2882 2856 2834 2811 2791 311 85 226 65 2480 204 182 162 73 89 50 44 2460 2431 2389 2367 56 2311 2287 2267 2247
is_linear=0
shrinkage=0.1


Tree=5106
num_leaves=31
num_cat=0
split_feature=12 130 10 0 0 124 34 123 9 9 2 45 52 13 133 1 4 13 399 132 399 52 1213 1213 401 1213 403 160 13 16
split_gain=2.83399e-07 4.70005e-07 2.3518e-07 2.91057e-06 3.04698e-06 6.96307e-07 4.24587e-07 1.89023e-06 4.19136e-07 9.81729e-07 5.4837e-07 3.68303e-07 3.18413e-07 9.12869e-07 1.38594e-06 1.46117e-06 1.01602e-06 9.66002e-07 8.25491e-07 1.38116e-05 1.17727e-06 8.79599e-07 7.11319e-07 1.15061e-06 8.23595e-07 1.19908e-06 2.09896e-06 7.71285e-07 6.48848e-07 1.58594e-06
threshold=0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.084804999999999978 -1.0000000180025095e-35 -0.057544999999999992 0.083805000000000004 0.088235000000000022 0.099965000000000012 -1.0000000180025095e-35 0.094030000000000016 0.091275000000000009 -0.097224999999999992 -0.054584999999999995 0.079415000000000013 -0.16363499999999997 -0.092094999999999982 0.091580000000000009 -0.083284999999999984 0.089300000000000004 0.090245000000000006 -0.063509999999999997 -0.086394999999999986 -1.0000000180025095e-35 0.104315 -0.44023999999999991 0.090980000000000019 -0.17933499999999997 -0.18708499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -4 10 -10 -8 12 18 14 -14 -16 -15 -18 20 -20 21 28 23 -19 -24 26 -26 -28 29 -12
right_child=-2 2 6 4 5 -7 8 -9 9 -11 11 -13 13 16 15 -17 17 22 19 -21 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=1.3218266726484958e-05 -1.1059334510298908e-05 -3.5310427737537493e-05 3.1786667977939946e-05 3.3413216238841415e-05 3.8059561645171088e-06 -1.8225986138986627e-05 1.3127078989327857e-05 -5.0457610373804966e-06 -2.5357300386358041e-05 4.5480246537566849e-06 -2.5430727442777756e-05 -1.0231909408763127e-05 -9.8823553760970153e-06 -1.964019745368465e-05 3.8025701823326847e-05 6.7929106080555361e-07 -2.2120464484981749e-05 -1.9281068186198051e-06 5.678616034401785e-05 -4.8953172266746634e-05 -2.3188045452116059e-05 1.8540037193883178e-05 -1.8395182515603433e-05 2.3890962847872291e-05 2.568715942821843e-05 -2.3697824571686596e-05 -3.4224468503569286e-06 1.5890893014743186e-05 7.7754229401030158e-07 1.2865497938839648e-06
leaf_weight=27 23 24 22 25 26 32 32 38 21 23 33 35 24 35 22 20 23 45 30 21 21 27 31 28 29 23 344 22 1947 68
leaf_count=27 23 24 22 25 26 32 32 38 21 23 33 35 24 35 22 20 23 45 30 21 21 27 31 28 29 23 344 22 1947 68
internal_value=0 8.21001e-08 -3.33921e-08 -4.63922e-06 4.22956e-06 -8.3496e-06 1.32878e-07 8.45946e-06 -3.91592e-08 -9.72497e-06 1.09853e-07 -3.74421e-08 9.03082e-08 -1.85622e-06 9.2875e-06 2.02417e-05 -3.12429e-06 -2.06364e-06 6.75988e-07 1.32464e-05 3.70123e-07 6.08543e-07 -1.17991e-06 7.9751e-06 -2.66836e-06 -1.50202e-06 -2.09606e-07 -2.26154e-06 3.72142e-07 -7.44286e-06
internal_weight=0 3098 3071 107 83 58 2964 60 2904 44 2860 2828 2793 646 66 42 580 545 2147 51 2096 2075 522 73 449 418 395 366 2048 101
internal_count=3121 3098 3071 107 83 58 2964 60 2904 44 2860 2828 2793 646 66 42 580 545 2147 51 2096 2075 522 73 449 418 395 366 2048 101
is_linear=0
shrinkage=0.1


Tree=5107
num_leaves=31
num_cat=0
split_feature=132 394 1203 1208 1208 402 1209 1209 1210 1210 1210 13 1209 1213 0 3 15 1209 1186 129 1213 1204 52 1212 401 15 402 481 1447 13
split_gain=3.17274e-07 1.71578e-06 8.15436e-07 2.54581e-07 6.17084e-07 5.97434e-07 7.50161e-07 3.65562e-07 4.31765e-07 3.77915e-07 2.91451e-07 1.31605e-06 4.6287e-07 5.35485e-07 2.13096e-06 1.59663e-06 2.13743e-06 7.40895e-07 4.82433e-07 5.21792e-07 3.77877e-07 5.67265e-07 5.09229e-07 4.95486e-07 1.37206e-06 2.49911e-06 1.00388e-06 3.99692e-07 1.5732e-06 1.93735e-06
threshold=-0.083174999999999985 0.11233000000000001 0.089005000000000015 0.11531000000000001 0.10233500000000001 0.23460000000000003 0.10656 0.091045000000000001 -0.094799999999999982 -0.085329999999999975 -0.065674999999999983 -0.064619999999999983 -0.084519999999999984 0.093235000000000026 -0.086729999999999988 -0.086554999999999979 0.088990000000000014 -0.065739999999999979 -0.089559999999999987 -0.082304999999999975 0.052820000000000013 -0.016569999999999994 0.048520000000000008 0.11796000000000001 -0.06959499999999999 0.095175000000000023 -0.40883999999999993 -0.086729999999999988 -0.085684999999999997 -0.081029999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 7 8 -2 -10 11 -11 -12 17 -15 -16 -17 -14 -19 -20 21 -21 -22 24 25 -23 -26 28 -28 -30
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 10 12 -13 13 14 15 16 -18 18 19 20 22 23 -24 -25 26 -27 27 -29 29 -31
leaf_value=-1.3883097880679067e-06 1.4111472127999813e-05 2.9467541389749387e-05 -1.9930975299252574e-05 -9.5883968410985466e-06 1.3976247282698751e-05 -1.3794835021760645e-05 1.9461923111521175e-05 -9.8481066448289926e-06 -1.3007601550767007e-05 2.5949598296971419e-05 -1.4433921420608055e-05 -6.9992928156689578e-06 -1.8039987781262226e-05 2.7814849182932985e-05 1.8404695324884064e-05 -3.2488116637698392e-05 6.9977485854279027e-06 -1.51014990565489e-05 1.5111388383166227e-05 1.5141154489469955e-05 -2.4858484815420772e-07 -7.0243570962702504e-06 -2.0990110715501942e-05 -1.4607610354806124e-05 -2.0111216880650318e-05 4.2368025744854963e-05 2.73995925419093e-05 -2.5442446866027047e-07 -1.5287823259504243e-05 1.615572844760512e-05
leaf_weight=195 22 20 27 27 32 31 20 37 22 22 22 27 23 34 26 26 29 21 23 25 29 20 20 23 25 21 26 2167 43 36
leaf_count=195 22 20 27 27 32 31 20 37 22 22 22 27 23 34 26 26 29 21 23 25 29 20 20 23 25 21 26 2167 43 36
internal_value=0 2.79006e-07 -3.6435e-06 7.62374e-08 1.67733e-07 1.10405e-08 1.64494e-07 2.51122e-08 1.58827e-07 4.55584e-08 1.52392e-07 7.79409e-06 1.0504e-08 1.31932e-07 6.80409e-06 -2.01524e-06 -1.16683e-05 -1.74742e-07 -8.98932e-09 1.19954e-07 -2.16489e-08 1.56872e-07 -8.71451e-06 -1.79274e-09 1.41892e-07 1.82742e-05 -1.81758e-07 3.75358e-08 6.06304e-06 -9.59116e-07
internal_weight=0 2899 222 2879 2852 2820 2789 2769 2732 2710 2688 49 2639 2617 115 81 55 2502 2479 2458 2435 2386 49 2361 2338 41 2297 2272 105 79
internal_count=3121 2899 222 2879 2852 2820 2789 2769 2732 2710 2688 49 2639 2617 115 81 55 2502 2479 2458 2435 2386 49 2361 2338 41 2297 2272 105 79
is_linear=0
shrinkage=0.1


Tree=5108
num_leaves=31
num_cat=0
split_feature=9 33 9 4 34 2 132 399 1203 393 130 121 15 402 1212 3 160 3 0 13 0 130 3 12 12 16 12 3 12 52
split_gain=2.74109e-07 7.44513e-07 5.79921e-07 4.92773e-07 3.46078e-07 9.24613e-07 2.79916e-07 1.72062e-06 1.36327e-06 3.20309e-07 3.10042e-07 5.01643e-07 2.53608e-07 2.54994e-07 6.1199e-07 3.41945e-07 1.09716e-06 8.04723e-07 7.98753e-07 9.66875e-07 8.36826e-07 7.32784e-07 1.01596e-06 8.22869e-07 2.52299e-06 2.35761e-06 1.38588e-06 1.94906e-06 1.31834e-06 9.50699e-07
threshold=0.092890000000000014 -0.009184999999999997 0.086220000000000005 0.49041500000000005 -0.08786999999999999 -0.055814999999999997 -0.083449999999999983 0.091580000000000009 0.089480000000000018 0.10992000000000002 -0.22699999999999995 -0.088279999999999983 0.23208000000000004 0.31278000000000006 0.15049500000000002 -0.094874999999999987 0.41446500000000003 -0.092984999999999984 0.10455500000000001 -0.014169999999999999 0.051010000000000007 0.084355000000000027 -0.12018999999999998 0.10149500000000002 0.098330000000000015 0.62682500000000008 0.089005000000000015 -0.15447499999999995 0.10645 -0.10925999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 -3 -6 8 9 -7 10 -8 -12 13 14 15 16 21 -17 20 -20 -19 23 -23 24 25 26 29 -28 -25 -13
right_child=3 2 -4 -5 5 6 7 -9 -10 -11 11 12 -14 -15 -16 17 -18 18 19 -21 -22 22 -24 28 -26 -27 27 -29 -30 -31
leaf_value=-1.6351430236584616e-05 1.9503255925883424e-05 1.3028341254539556e-05 1.7001955052364794e-05 -7.611081916062782e-07 -2.1079456151017528e-05 -9.3656617193479039e-07 -1.1512632836061328e-05 2.1665593053827513e-05 -2.8370800519041952e-05 -1.2653347548621241e-05 1.5542482060482143e-05 -1.3767946644331156e-05 1.0718473719283462e-05 1.09128049405713e-05 -1.7153243922101474e-05 -1.9551338912358253e-05 2.5433893124500177e-05 -2.6427624244765713e-07 -2.9139037988421653e-05 1.5831674727451172e-06 1.9341325833011071e-05 -2.7020138707598561e-05 -2.3107295447126175e-08 -2.6793705531376458e-05 3.5272904194873546e-05 -2.4806122837617295e-05 4.2056598241205481e-05 6.7454982462954331e-06 3.6830358749284646e-06 4.8342043273492143e-06
leaf_weight=28 20 20 20 30 21 192 23 37 20 20 21 36 22 21 21 22 20 2090 21 20 22 20 46 22 26 28 22 54 40 116
leaf_count=28 20 20 20 30 21 192 23 37 20 20 21 36 22 21 21 22 20 2090 21 20 22 20 46 22 26 28 22 54 40 116
internal_value=0 -1.19575e-07 2.97815e-08 7.34464e-06 -8.25054e-08 -1.69824e-07 -2.25728e-08 2.4546e-07 -3.5247e-06 -4.45307e-08 4.84204e-08 1.4727e-07 2.61382e-08 -6.27289e-08 -1.505e-07 -1.34335e-08 2.5633e-06 -5.22857e-07 -3.28418e-07 -1.41526e-05 -6.00512e-08 1.44766e-06 -8.20403e-06 3.29944e-06 5.59272e-06 2.57833e-06 5.94133e-06 1.69671e-05 -7.13129e-06 4.28432e-07
internal_weight=0 3071 3043 50 3023 3003 2982 2770 212 2733 2713 2690 2669 2647 2626 2605 430 2175 2153 41 2112 410 66 344 282 256 228 76 62 152
internal_count=3121 3071 3043 50 3023 3003 2982 2770 212 2733 2713 2690 2669 2647 2626 2605 430 2175 2153 41 2112 410 66 344 282 256 228 76 62 152
is_linear=0
shrinkage=0.1


Tree=5109
num_leaves=31
num_cat=0
split_feature=12 4 10 16 13 33 97 9 45 142 33 40 39 39 124 40 40 132 1203 1185 50 14 14 1456 52 2 2 1 1374 150
split_gain=2.55357e-07 5.29866e-07 3.03066e-07 2.46054e-06 3.30991e-06 5.27752e-07 3.09219e-07 8.55631e-07 3.14773e-07 5.05051e-07 3.06351e-07 2.72239e-07 3.40715e-07 3.06328e-07 7.38155e-07 6.89166e-07 6.02319e-07 3.19109e-07 8.40505e-06 3.4538e-06 1.29223e-06 3.26715e-07 8.65997e-07 8.39648e-07 4.45495e-07 4.23492e-07 1.04058e-06 6.34404e-07 3.73619e-07 3.67641e-06
threshold=0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 -0.076384999999999995 -0.012019999999999998 -0.084639999999999979 -0.013509999999999999 0.094030000000000016 -1.0000000180025095e-35 0.082285000000000011 0.10214500000000001 0.10940500000000002 0.10262 0.0049200000000000008 -0.083564999999999987 -0.081564999999999985 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.23960999999999996 -0.44847999999999993 0.12034500000000002 -0.057699999999999994 0.14530500000000005 0.13712500000000002 0.13265500000000002 0.089635000000000006 0.090480000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 -4 -7 -8 9 -9 -1 12 13 14 15 -11 -17 18 20 -19 -18 22 24 25 -21 26 27 28 -23 -30
right_child=-2 -3 5 -5 -6 6 7 8 -10 11 -12 -13 -14 -15 -16 16 17 19 -20 21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-9.009551740746247e-06 -1.0497932623511885e-05 1.3772007800331007e-05 1.4605215837946162e-05 1.7052034995272565e-05 -4.9260308852743564e-05 -1.1535225678966052e-05 1.7196675664057821e-05 1.514242189635049e-05 -9.4919813234030573e-06 -1.4296790361774637e-05 7.0240918499952059e-06 -8.5893804397700666e-06 8.7751781620681875e-06 -1.1586919275862823e-05 1.7841314436974126e-05 1.6143478000151885e-05 -1.224165440431488e-07 -3.9865013174924326e-05 6.5218074196309319e-05 1.0124600986604161e-05 -2.7102041660782563e-05 -3.2087507714458983e-07 2.4254201125586406e-05 -1.5863441443370367e-05 -9.0455774675825113e-06 1.1044412179765406e-05 -2.0488786434725628e-05 1.7325435337192003e-05 -2.0341610706964275e-05 3.6838239224301151e-05
leaf_weight=26 23 28 25 33 21 23 29 22 35 34 22 37 44 23 23 23 158 22 20 22 20 2202 20 34 27 34 25 21 22 23
leaf_count=26 23 28 25 33 21 23 29 22 35 34 22 37 44 23 23 23 158 22 20 22 20 2202 20 34 27 34 25 21 22 23
internal_value=0 7.7939e-08 -4.6958e-08 -5.40655e-06 -1.61476e-05 1.37233e-07 1.4331e-08 1.05304e-07 -6.61423e-08 4.93705e-08 -1.6608e-06 -6.77951e-08 4.49324e-08 -9.45993e-08 2.22241e-09 -1.49347e-07 3.06052e-08 -1.09242e-07 3.75242e-06 -4.21073e-07 -3.15384e-06 -6.39674e-08 6.71876e-06 -2.62192e-07 -4.38559e-07 -3.42408e-08 -1.98512e-07 2.51461e-08 -1.36539e-07 8.88365e-06
internal_weight=0 3098 3070 102 69 2968 2943 2920 2891 2856 48 2834 2797 2753 2730 2707 2673 2650 198 2452 178 2430 69 2361 49 2327 2293 2268 2247 45
internal_count=3121 3098 3070 102 69 2968 2943 2920 2891 2856 48 2834 2797 2753 2730 2707 2673 2650 198 2452 178 2430 69 2361 49 2327 2293 2268 2247 45
is_linear=0
shrinkage=0.1


Tree=5110
num_leaves=31
num_cat=0
split_feature=132 1185 1203 156 472 46 46 1454 49 475 475 49 49 12 475 157 49 4 0 2 2 4 12 12 1456 159 1454 1456 481 484
split_gain=2.66809e-07 1.80101e-06 1.72068e-06 2.53764e-07 3.93543e-07 2.50267e-07 4.37499e-07 3.12398e-07 2.97206e-07 1.4988e-06 2.10591e-06 1.2678e-06 1.2158e-06 1.08468e-06 7.27282e-07 8.75712e-07 6.95509e-07 6.86505e-07 1.29063e-06 1.02748e-06 6.68393e-07 6.70182e-07 5.9134e-07 7.28001e-07 5.01415e-07 6.97642e-07 4.52382e-07 6.01327e-07 7.34516e-07 2.82507e-06
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 0.3248100000000001 -0.096814999999999998 0.10987500000000001 0.083550000000000013 0.11807500000000003 0.088930000000000009 -0.085774999999999976 -0.06562999999999998 0.08610000000000001 0.084620000000000015 0.085325000000000012 0.05680000000000001 0.11590500000000002 0.065470000000000014 -0.0083799999999999986 -0.069824999999999984 0.12198500000000001 0.10672500000000001 0.071150000000000005 0.085635000000000003 0.089210000000000025 0.10959500000000001 0.14765500000000001 0.099235000000000004 0.091180000000000011 -0.086354999999999987 -0.085934999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 7 8 11 -10 -11 12 16 -13 15 17 24 -12 20 -20 22 -22 -19 -24 25 26 27 28 29 -6
right_child=1 3 -4 -5 5 -7 -8 -9 9 10 14 13 -14 -15 -16 -17 -18 18 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.3970220413211051e-07 2.8755478956554727e-05 1.3146772799581929e-05 -3.1331382433563708e-05 -1.0427329739879654e-05 7.6886553314478903e-06 1.0637410526793578e-05 -1.2738080008771417e-05 1.1181063659023494e-05 -2.7342496959254676e-05 2.1281859881128187e-05 3.9522930625721257e-06 1.925573279651063e-06 -2.2356230434420847e-05 3.0832446946078562e-05 -2.1116429310165006e-05 1.7941107300885052e-05 1.8384012331634515e-05 -1.7256588417251642e-05 -3.8496170081998573e-05 -8.5914643991431892e-06 1.9137666369873764e-05 -2.1893729664464822e-06 1.1742515049263603e-05 -9.8105337634652177e-06 -1.5662623491152774e-05 1.6526919080206425e-05 -1.4556991196254137e-05 1.3798142973087124e-05 3.0819855924571619e-07 -3.5102293791337785e-05
leaf_weight=196 22 23 20 23 36 22 27 25 23 38 85 27 24 25 22 20 21 39 20 27 23 41 25 42 20 26 21 32 2099 27
leaf_count=196 22 23 20 23 36 22 27 25 23 38 85 27 24 25 22 20 21 39 20 27 23 41 25 42 20 26 21 32 2099 27
internal_value=0 2.52116e-07 -3.39078e-06 3.46084e-08 1.18743e-07 1.31226e-08 -6.99091e-08 5.27741e-08 -4.79162e-08 -2.55047e-06 -1.05775e-06 3.81911e-07 3.37139e-08 1.58231e-05 -3.5255e-06 -2.32363e-06 2.69191e-07 -3.66567e-06 -6.64967e-06 -2.13169e-05 -2.59461e-06 5.47503e-06 -7.46685e-06 -1.76835e-06 1.00942e-07 2.41625e-07 5.0466e-08 1.90282e-07 -1.11293e-08 -1.06503e-05
internal_weight=0 2905 216 2883 2860 2837 2815 2788 2763 405 382 2358 2306 52 344 322 2282 302 217 47 170 64 106 67 2261 2241 2215 2194 2162 63
internal_count=3121 2905 216 2883 2860 2837 2815 2788 2763 405 382 2358 2306 52 344 322 2282 302 217 47 170 64 106 67 2261 2241 2215 2194 2162 63
is_linear=0
shrinkage=0.1


Tree=5111
num_leaves=31
num_cat=0
split_feature=123 123 120 4 484 33 11 142 147 147 4 43 14 158 9 45 1429 1426 39 39 10 16 2 13 16 52 1373 457 43 447
split_gain=2.45806e-07 5.89783e-07 2.42676e-07 4.95827e-07 8.43674e-07 4.17e-07 5.02059e-07 2.96454e-07 5.59717e-07 5.34555e-07 4.97265e-07 1.01916e-06 9.45183e-07 1.35275e-06 5.75532e-07 3.93907e-07 5.39761e-07 1.32654e-06 4.56925e-07 5.02204e-07 4.80571e-07 1.04297e-05 5.50345e-07 3.9498e-07 2.61387e-06 1.59323e-06 5.14434e-07 9.35372e-07 4.32775e-06 5.13636e-07
threshold=0.13162000000000004 0.11410500000000003 1.0000000180025095e-35 0.62736500000000006 0.095680000000000015 -0.044254999999999996 -1.0000000180025095e-35 -0.057499999999999989 0.099730000000000027 0.093875000000000014 0.50996500000000011 -0.074974999999999986 -0.31455999999999995 -0.47382999999999992 0.091600000000000015 0.084355000000000013 -0.23752499999999996 -0.089244999999999977 0.11536 0.10661000000000002 -0.0093599999999999985 -0.056919999999999991 -0.0091949999999999983 -0.16152999999999998 -0.18708499999999997 -0.061194999999999992 -1.0000000180025095e-35 0.10259500000000001 -0.082064999999999985 0.086195000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 -8 9 10 12 -12 -9 -14 15 16 -15 -18 19 20 21 -19 -22 24 -24 -26 -25 29 -29 -28
right_child=-2 -3 -4 4 -6 6 7 8 -10 -11 11 -13 13 14 -16 -17 17 18 -20 -21 22 -23 23 26 25 -27 27 28 -30 -31
leaf_value=1.4270185374698485e-05 -1.1050594902712874e-05 1.6386322543191702e-05 -9.4841633317291444e-06 -1.8110828337879729e-06 2.5137749638642638e-05 -1.6008380143830436e-05 -1.2244835661476828e-05 1.6488506937873483e-05 1.3560681997356977e-05 -1.4443175163810689e-05 4.6775998847200152e-06 -2.0610228675115438e-05 -2.5961385094888104e-05 -1.6224325700022747e-05 -1.4964548987336457e-05 1.0973875695086123e-05 2.5299745902884752e-05 -2.3673881967111718e-05 -1.180987274835843e-05 1.5614453869126185e-05 -1.3590829639724688e-05 5.9067604888696229e-05 -3.3691209315293234e-05 -1.5323869523680989e-05 -1.0230798883033762e-05 2.3950582373799991e-05 3.2631687615576981e-07 -1.8478119084193171e-05 4.5794976474346845e-05 -1.1101900222456606e-05
leaf_weight=20 20 22 27 26 21 20 20 35 30 26 30 34 20 20 25 34 21 39 32 21 30 25 25 21 30 25 2340 20 22 40
leaf_count=20 20 22 27 26 21 20 20 35 30 26 30 34 20 20 25 34 21 39 32 21 30 25 25 21 30 25 2340 20 22 40
internal_value=0 7.12635e-08 -4.53105e-08 3.81918e-08 1.02299e-05 -1.21212e-07 -2.17637e-07 -1.11123e-07 -2.87207e-08 -1.68577e-07 -4.01109e-08 -8.75656e-06 1.57359e-07 -4.7512e-08 1.39592e-07 2.77152e-07 1.42999e-07 2.64644e-07 6.7739e-08 2.11819e-07 8.82214e-08 8.64701e-06 -1.26335e-07 3.3766e-08 -6.8805e-06 5.30619e-06 2.60185e-07 3.95307e-07 1.51887e-05 1.34246e-07
internal_weight=0 3101 3079 3052 47 3005 2985 2965 2945 2915 2889 64 2825 2790 2770 2745 2711 2691 2670 2638 2617 64 2553 2523 80 55 2443 2422 42 2380
internal_count=3121 3101 3079 3052 47 3005 2985 2965 2945 2915 2889 64 2825 2790 2770 2745 2711 2691 2670 2638 2617 64 2553 2523 80 55 2443 2422 42 2380
is_linear=0
shrinkage=0.1


Tree=5112
num_leaves=31
num_cat=0
split_feature=9 33 9 4 2 97 104 45 9 9 52 483 482 13 159 483 48 48 52 0 52 403 3 15 12 13 12 52 1 12
split_gain=2.59846e-07 8.6104e-07 5.06769e-07 4.12935e-07 2.63465e-07 3.23402e-07 8.39204e-07 2.9212e-07 3.00161e-07 2.96027e-07 2.57963e-07 9.32583e-07 2.43744e-06 1.41902e-06 1.43077e-06 8.46423e-07 7.25703e-07 8.46411e-07 9.78339e-07 2.87982e-06 1.0446e-06 1.57743e-06 9.77891e-07 9.01084e-07 7.65761e-07 3.91189e-06 1.68064e-06 1.86683e-06 2.29931e-06 1.85654e-06
threshold=0.092890000000000014 -0.009184999999999997 0.086220000000000005 0.49041500000000005 -0.045829999999999989 -0.086464999999999986 0.083745000000000014 0.094030000000000016 -0.084244999999999987 -1.0000000180025095e-35 0.091275000000000009 0.098395000000000024 0.098465000000000011 0.24813000000000004 0.10713500000000002 0.032770000000000007 0.10493500000000001 0.092680000000000026 0.10160000000000001 -0.070499999999999993 0.10611000000000001 -0.44023999999999991 -0.080484999999999987 0.088495000000000018 0.09364500000000002 -0.077799999999999994 0.088615000000000013 0.31405000000000005 0.092945000000000014 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 -3 -6 7 8 -7 -10 -11 13 -13 14 15 16 17 18 19 22 -20 -22 23 -12 26 -26 -23 -28 29 -29
right_child=3 2 -4 -5 5 6 -8 -9 9 10 11 12 -14 -15 -16 -17 -18 -19 20 -21 21 24 -24 -25 25 -27 27 28 -30 -31
leaf_value=-1.7572383736868298e-05 1.8281153088537395e-05 -8.564491607248531e-06 1.5909854264464231e-05 -2.6910802868466515e-07 -1.2324295970583556e-05 -1.2107123545774811e-05 2.0544285321193455e-05 -8.9621315105937865e-06 1.230982430115546e-05 6.2259235221621053e-07 -4.9461955406379146e-06 3.6776283609056428e-05 -4.8519910332964711e-06 -2.9004140494635066e-05 2.1015237063273581e-05 -2.0966624273569323e-05 1.6079815451944125e-05 -1.890321528340029e-05 1.7178653209103846e-05 -4.0860187412287517e-05 -2.7753190325289064e-05 4.9135394984377538e-06 -1.6406567654788282e-05 2.2317670872821922e-05 4.7264875472592397e-05 -1.2646543011066331e-06 -3.4178331030677232e-05 -1.2630227211047897e-05 -3.0716297026499108e-05 2.9028670542174951e-05
leaf_weight=28 20 36 20 30 21 20 20 36 20 2204 27 22 39 20 26 25 21 31 34 24 21 116 27 22 20 98 29 20 21 23
leaf_count=28 20 36 20 30 21 20 20 36 20 2204 27 22 39 20 26 25 21 31 34 24 21 116 27 22 20 98 29 20 21 23
internal_value=0 -1.16425e-07 4.41953e-08 7.151e-06 -6.0771e-08 4.17178e-08 1.29272e-07 -9.32264e-09 1.01434e-07 1.85922e-07 1.01435e-07 -1.62324e-06 1.01615e-05 -2.81145e-06 -1.91597e-06 -2.98254e-06 -2.14059e-06 -2.88645e-06 -1.85633e-06 -1.06618e-05 4.4877e-07 -1.18576e-06 -1.12547e-06 7.29472e-06 5.20407e-07 6.96069e-06 -3.11573e-06 -1.31307e-05 -3.59355e-06 9.65244e-06
internal_weight=0 3071 3043 50 3023 2987 2966 2946 2910 2890 2870 666 61 605 585 559 534 513 482 100 382 348 76 49 327 118 209 93 64 43
internal_count=3121 3071 3043 50 3023 2987 2966 2946 2910 2890 2870 666 61 605 585 559 534 513 482 100 382 348 76 49 327 118 209 93 64 43
is_linear=0
shrinkage=0.1


Tree=5113
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 391 129 128 128 128 128 133 0 43 133 131 1208 402 1210 1210 1212 43 52 1212 128 128 1213 128 12 12 0
split_gain=2.54117e-07 7.15315e-06 3.34975e-06 1.44599e-06 2.67005e-07 4.98565e-07 3.32102e-07 3.25198e-07 3.19711e-07 2.77216e-07 2.54389e-07 8.77747e-07 1.56427e-06 8.73414e-07 5.9513e-07 4.26143e-07 3.56523e-07 5.96766e-07 5.28234e-07 3.33326e-07 1.62695e-06 1.87029e-06 6.2635e-07 5.15915e-07 8.16049e-07 6.36259e-07 5.97601e-07 6.71029e-07 6.67472e-07 1.4737e-06
threshold=-0.083284999999999984 0.097510000000000013 0.11233000000000001 0.089480000000000018 -0.085594999999999991 -0.077709999999999987 0.11976500000000002 0.11059000000000001 0.10551000000000001 0.10091000000000001 0.50628500000000021 -0.069954999999999976 0.05259500000000001 0.41553500000000004 0.11644500000000001 0.11198500000000002 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 -0.089079999999999979 -0.0047449999999999992 0.086275000000000004 -0.082209999999999991 0.09445000000000002 0.089035000000000017 -0.41627499999999995 0.079650000000000012 0.23631000000000002 0.11650500000000001 -0.050064999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -6 7 8 9 10 13 12 14 15 -12 16 17 -7 -19 20 -20 -22 -21 24 25 -24 27 28 -27 -30
right_child=2 -3 -4 -5 5 6 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 19 22 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=1.2504939447975281e-07 -9.1815268620525943e-06 5.7366133437013059e-05 -3.9120367364375856e-05 -2.824203534601111e-05 1.5882650891398954e-05 1.5082623674690975e-05 1.2878704810646015e-05 -1.2163480261568277e-05 1.0487439678776167e-05 -1.0150431802247585e-05 2.4236026504034024e-05 2.2123967146794513e-05 -1.5501576316031183e-05 -2.0000219493257728e-05 9.7602688501038681e-07 1.2747081438227234e-05 -1.077917247805031e-05 -1.5572997762738149e-05 -2.1938288711297852e-05 1.7847662238636986e-05 2.0551047936984989e-05 -1.4587440050815661e-05 1.6661235223063675e-05 1.5319512567657511e-05 -1.9690218708828547e-05 -3.9072627703516605e-07 1.3106490185985904e-05 -1.8486166613911336e-05 2.6237492517490563e-05 -3.4112247512415418e-06
leaf_weight=177 31 22 22 20 20 26 20 22 29 27 22 23 36 22 22 26 31 22 38 20 33 28 23 22 21 2194 34 20 30 38
leaf_count=177 31 22 22 20 20 26 20 22 29 27 22 23 36 22 22 26 31 22 38 20 33 28 23 22 21 2194 34 20 30 38
internal_value=0 3.28469e-06 -2.47893e-07 -2.75486e-06 4.905e-08 1.49488e-07 3.82602e-08 -5.31634e-08 4.2433e-08 -6.73949e-08 3.2291e-08 4.90738e-06 -4.23947e-08 -1.5878e-07 1.2606e-05 8.72286e-09 -1.19648e-07 9.98902e-09 -1.45337e-07 -9.62825e-09 -5.69615e-06 4.42191e-06 2.24745e-07 7.6778e-08 -6.53153e-08 1.10881e-07 -5.34792e-08 -2.49552e-07 -8.83091e-08 9.66909e-06
internal_weight=0 219 2902 197 2880 2849 2829 2809 2787 2758 2731 103 80 2628 44 2606 2580 2549 2523 2501 99 61 2402 2382 2360 2339 2316 2282 2262 68
internal_count=3121 219 2902 197 2880 2849 2829 2809 2787 2758 2731 103 80 2628 44 2606 2580 2549 2523 2501 99 61 2402 2382 2360 2339 2316 2282 2262 68
is_linear=0
shrinkage=0.1


Tree=5114
num_leaves=31
num_cat=0
split_feature=394 129 129 0 16 1182 1186 160 394 128 128 130 42 16 16 12 1429 2 2 1446 1 12 1 0 1447 2 52 13 1 4
split_gain=2.89501e-07 2.47122e-07 2.70424e-07 6.9562e-07 1.04951e-06 4.01226e-07 3.86756e-07 3.68349e-07 3.13522e-07 4.39953e-07 4.24809e-07 2.91037e-07 9.90539e-07 3.2316e-07 8.06034e-07 2.17895e-06 6.249e-07 6.49695e-07 2.59391e-06 2.76854e-06 3.03915e-06 9.85025e-06 8.35921e-06 2.51958e-06 2.33598e-06 2.36168e-06 5.05499e-06 1.94436e-06 1.94041e-06 3.27081e-06
threshold=0.264685 0.12076500000000001 0.10311000000000002 -0.074824999999999989 -0.085589999999999986 0.086460000000000009 -0.087469999999999978 0.62940000000000007 -0.15150999999999998 0.11787500000000002 0.10670500000000001 -0.22699999999999995 0.15021500000000002 0.0039400000000000008 -1.0000000180025095e-35 0.08486500000000001 0.091465000000000005 0.083935000000000023 0.083715000000000026 0.083830000000000002 0.09253500000000002 0.078300000000000008 0.093700000000000019 -0.086409999999999987 1.0000000180025095e-35 0.084415000000000004 0.086275000000000004 -0.0060599999999999994 0.090840000000000018 -0.083644999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 -1 8 -8 10 11 -10 13 14 16 -16 17 18 19 20 21 -13 -22 -21 25 26 -19 -24 29 -23
right_child=-2 -3 3 -5 -6 -7 7 -9 9 -11 -12 12 -14 -15 15 -17 -18 24 -20 23 22 28 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.1060580445407523e-05 1.0717870507505724e-05 -1.1166385415890546e-05 1.4250806534240233e-05 2.188907346862834e-05 -1.5642466449049687e-05 -1.3032462205349779e-05 -1.0421423011676184e-05 -1.3692548563994932e-05 -1.1160772312549576e-05 -1.2446440434489758e-05 1.3992040385346628e-05 -7.8455224938807076e-05 1.7910988692399828e-05 -1.8106184073829468e-06 2.9036130806215463e-05 -7.6210908094165663e-06 -1.5165063475181413e-05 4.6113337636845908e-05 -3.2697827420499245e-05 4.9353384292771812e-05 5.9395866455815851e-05 -2.2165534082887462e-05 2.8397067493980639e-06 8.2236287119525046e-07 3.3193411716480196e-05 2.0958075655461803e-07 -1.576993182755938e-05 -2.1253542144688431e-05 -2.6117332688752666e-05 8.167313508349208e-06
leaf_weight=31 25 20 24 20 23 24 29 20 23 28 22 20 31 768 34 31 26 33 27 20 25 50 183 23 23 1316 22 41 36 123
leaf_count=31 25 20 24 20 23 24 29 20 23 28 22 20 31 768 34 31 26 33 27 20 25 50 183 23 23 1316 22 41 36 123
internal_value=0 -8.6544e-08 -1.45034e-08 6.26902e-06 -3.77816e-07 -1.54416e-07 -5.08735e-08 -1.6748e-07 -7.52844e-08 2.79989e-08 1.49405e-07 4.27363e-08 1.33725e-07 -6.30242e-08 5.97159e-07 1.15535e-05 2.35289e-07 4.41473e-07 -2.47576e-06 -9.09551e-07 -3.09594e-06 -1.14106e-05 4.55087e-06 2.33949e-05 1.58828e-06 1.05807e-06 2.136e-05 -1.57022e-06 -4.99484e-06 -5.99405e-07
internal_weight=0 3096 3076 67 47 3009 2985 2954 2934 2905 2877 2855 2832 2801 2033 65 1968 1942 548 521 478 229 249 43 1394 1371 55 224 209 173
internal_count=3121 3096 3076 67 47 3009 2985 2954 2934 2905 2877 2855 2832 2801 2033 65 1968 1942 548 521 478 229 249 43 1394 1371 55 224 209 173
is_linear=0
shrinkage=0.1


Tree=5115
num_leaves=31
num_cat=0
split_feature=1446 44 1428 157 1456 1419 456 456 12 1446 1444 4 481 2 1447 481 1447 4 1447 481 160 1372 160 160 457 160 151 482 133 484
split_gain=2.62758e-07 2.69976e-07 3.70197e-07 4.54366e-07 3.23732e-07 5.33647e-07 3.34108e-07 4.55804e-07 5.24919e-07 4.43455e-07 5.3644e-07 6.91539e-07 4.14205e-07 2.13895e-06 2.03342e-06 1.06565e-06 4.53084e-07 2.25851e-06 1.47113e-06 3.92019e-07 4.78499e-07 2.76387e-06 2.60823e-06 1.74573e-06 8.64651e-07 8.19767e-07 1.55158e-06 1.42241e-06 1.29041e-06 1.72461e-06
threshold=0.11655500000000001 0.084760000000000016 -0.071779999999999997 0.41580000000000006 0.11510000000000002 0.10408000000000002 0.10512000000000001 0.091580000000000009 0.085250000000000006 -0.09143999999999998 -0.050539999999999995 -0.020529999999999996 -0.087424999999999989 0.085485000000000019 1.0000000180025095e-35 -0.085629999999999984 -0.085684999999999997 -0.0047449999999999992 -0.082659999999999997 -0.064999999999999988 -0.085764999999999994 -0.065504999999999994 -0.088854999999999976 -0.090764999999999985 -0.11701499999999999 -0.24205499999999996 -0.0064299999999999991 0.089925000000000019 0.087495000000000003 0.085595000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 9 -9 -4 11 -11 13 -12 -15 -14 17 -17 -18 -20 22 -22 23 25 -23 -21 -27 28 29 -28
right_child=-2 -3 3 -5 -6 -7 -8 8 -10 10 12 -13 15 14 -16 16 18 -19 19 20 21 24 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-1.1066891838898605e-05 -8.3769727712638711e-06 7.7894084001349665e-06 -1.4218309851540571e-05 1.1424203372111413e-05 9.3888948046899018e-06 -1.6430977930212978e-05 -9.3558507561092013e-06 -4.9510984789104326e-07 2.1111037875181702e-05 2.3022043767370002e-05 -2.9337486167995463e-05 7.0049973666235541e-07 1.91034461875398e-05 -1.6241630496758511e-05 2.5848083996985834e-05 -3.1075200611970405e-05 2.2017910420496874e-05 1.3830527613901636e-05 -1.1254375181124487e-05 -2.5282718850634881e-06 -3.5929809175947663e-05 1.6552897456373712e-05 2.9636106217581343e-05 -2.7372036146559929e-05 -5.4241661831950413e-07 -1.2090401899816547e-05 1.3789610660420625e-05 -4.129141917985635e-06 -8.9913407464337069e-07 4.9020269307220589e-05
leaf_weight=30 37 45 22 35 36 20 38 23 22 23 28 35 29 22 24 24 30 21 32 155 22 30 34 21 2144 30 33 32 20 24
leaf_count=30 37 45 22 35 36 20 38 23 22 23 28 35 29 22 24 24 30 21 32 155 22 30 34 21 2144 30 33 32 20 24
internal_value=0 1.00506e-07 -1.33476e-08 9.68572e-08 -3.64505e-08 -1.51941e-07 -4.03648e-08 8.25479e-08 1.00679e-05 -7.59497e-08 3.46553e-08 9.55215e-06 -1.65713e-07 -7.5461e-06 5.71822e-06 3.79979e-08 -1.70485e-07 -1.01192e-05 1.24137e-09 -2.55064e-07 -1.16763e-07 -6.63393e-07 3.32278e-06 4.82608e-07 -3.06511e-07 2.47223e-06 8.04832e-06 1.35911e-05 2.09553e-05 2.86236e-05
internal_weight=0 3084 3039 3009 2974 2938 2918 2880 45 2835 2813 58 2755 74 46 2681 2652 45 2607 2577 2545 2196 349 315 2174 294 139 109 77 57
internal_count=3121 3084 3039 3009 2974 2938 2918 2880 45 2835 2813 58 2755 74 46 2681 2652 45 2607 2577 2545 2196 349 315 2174 294 139 109 77 57
is_linear=0
shrinkage=0.1


Tree=5116
num_leaves=31
num_cat=0
split_feature=394 130 40 40 376 39 33 12 9 9 15 2 4 472 1429 12 0 12 2 12 12 12 133 133 13 52 15 0 12 3
split_gain=2.40913e-07 2.51026e-07 5.72786e-07 3.21882e-07 2.9553e-07 3.20128e-07 1.06709e-06 6.11181e-07 4.70657e-07 5.52808e-07 3.35391e-07 2.91372e-07 3.80072e-07 2.35213e-07 6.13429e-07 3.45644e-07 2.85982e-06 8.59337e-07 3.18473e-06 1.26746e-06 1.18433e-06 7.68042e-07 5.9573e-07 1.27529e-06 5.83325e-07 2.01667e-06 7.41416e-07 7.12874e-07 6.80424e-07 8.20025e-07
threshold=0.15288500000000002 -0.23123999999999997 -0.24290999999999999 -0.099059999999999995 -0.098069999999999977 -1.0000000180025095e-35 -0.009184999999999997 -0.040564999999999997 0.089995000000000006 0.10141500000000002 -0.56020999999999987 -0.045829999999999989 0.59999500000000017 -0.38234499999999999 -0.23587499999999997 0.099815000000000015 0.10455500000000001 0.097575000000000009 0.097070000000000004 0.097145000000000023 0.096525000000000014 0.096210000000000004 0.5136750000000001 0.41307000000000005 -0.16152999999999998 0.084735000000000019 -0.089549999999999991 -0.13455999999999999 0.095175000000000023 -0.082039999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 7 -7 -6 10 -10 -8 -12 13 -13 -15 17 -17 19 -19 20 21 22 23 24 25 26 -16 -28 -26 -30
right_child=-2 2 3 4 5 6 8 -9 9 -11 11 12 -14 14 15 16 -18 18 -20 -21 -22 -23 -24 -25 28 -27 27 -29 29 -31
leaf_value=1.0812484615165713e-05 9.2340891309764371e-06 -1.7026055229507619e-05 9.2228633941369883e-06 -1.0576462678997174e-05 -3.8026103629817958e-06 -1.9277046038919725e-05 -1.2196127911169163e-05 2.0623381264851473e-05 2.1966444945151344e-05 8.1197661074838842e-07 -8.8878640609264767e-06 -9.9205416518088899e-06 1.2574840631411159e-05 1.6285173407358464e-05 -1.1170836499813424e-05 -8.5377624827742701e-07 -3.9736338005695875e-05 -6.9340965605338828e-06 3.5322306302987272e-05 -2.5074619743463699e-05 1.7715702295773605e-05 -1.4183148785282117e-05 1.3098092318354508e-05 -2.4007181226889688e-05 2.7417024980122702e-07 -3.5673115012286874e-05 2.06530556960902e-05 -4.8304421094750674e-06 5.610008520307019e-08 2.6527756751255022e-05
leaf_weight=21 28 20 37 27 20 29 23 21 21 30 37 24 24 23 34 349 20 42 31 20 38 38 35 22 1996 20 23 21 25 22
leaf_count=21 28 20 37 27 20 29 23 21 21 30 37 24 24 23 34 349 20 42 31 20 38 38 35 22 1996 20 23 21 25 22
internal_value=0 -8.35972e-08 -1.58082e-07 -4.7545e-08 -1.61311e-07 -6.71984e-08 -1.89287e-07 8.70826e-06 4.13561e-10 9.52264e-06 -1.68974e-07 -7.17078e-08 4.45009e-08 -6.35581e-08 2.21859e-08 -1.14528e-07 -2.96123e-06 3.29255e-07 1.10104e-05 -1.06421e-08 2.09797e-07 -8.77089e-08 1.55979e-07 -5.344e-08 1.92698e-07 -7.34377e-06 -7.9839e-08 8.49048e-06 5.54213e-07 1.24471e-05
internal_weight=0 3093 3072 3052 3015 2988 2947 41 2918 51 2867 2844 2807 2783 2759 2736 369 2367 73 2294 2274 2236 2198 2163 2141 98 78 44 2043 47
internal_count=3121 3093 3072 3052 3015 2988 2947 41 2918 51 2867 2844 2807 2783 2759 2736 369 2367 73 2294 2274 2236 2198 2163 2141 98 78 44 2043 47
is_linear=0
shrinkage=0.1


Tree=5117
num_leaves=31
num_cat=0
split_feature=132 1185 1203 11 51 13 475 2 155 150 150 453 454 48 49 49 52 2 2 2 47 0 1 1 47 47 1420 1429 156 152
split_gain=2.55543e-07 1.60643e-06 5.86987e-07 2.40455e-07 1.26642e-06 1.56402e-06 4.95455e-07 1.57335e-06 6.02015e-07 3.47241e-07 3.93117e-07 2.9241e-07 2.58685e-07 2.89312e-07 6.69458e-07 1.40099e-06 1.19165e-06 7.63637e-07 1.30031e-06 1.29212e-06 6.53259e-07 7.12394e-06 3.34707e-06 5.43795e-06 1.41033e-06 1.21001e-06 6.34158e-07 7.90096e-07 6.79998e-07 9.4656e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.094350000000000003 -0.057604999999999996 0.086705000000000018 -0.24039999999999997 0.10613000000000002 0.13293000000000002 -0.15178999999999995 -0.096799999999999983 0.086795000000000011 -0.037229999999999992 0.10061000000000002 -0.045154999999999994 -0.0087049999999999992 -0.061194999999999992 0.10402500000000002 0.11389000000000002 0.095040000000000013 0.092165000000000011 -0.10224499999999999 0.093100000000000002 0.089475000000000013 0.107145 0.088915000000000008 -0.079539999999999986 0.08759500000000002 -0.065739999999999979 0.087525000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -6 7 -3 9 -8 -11 12 -12 20 16 -16 -15 19 -19 -17 25 -22 23 -23 -24 26 27 -14 -28 -30
right_child=1 3 -4 4 5 -7 8 -9 -10 10 11 -13 13 14 15 17 -18 18 -20 -21 21 22 24 -25 -26 -27 28 -29 29 -31
leaf_value=-1.3565131907037144e-06 2.7808025905479942e-05 7.4856641585938641e-06 -1.7088790668316911e-05 2.3061043672593467e-05 1.438984002743382e-05 -2.032142296633942e-05 1.0287228010952277e-05 -2.8359917617611548e-05 1.5520575958362316e-05 -1.1978675550900724e-05 -9.267592113540178e-06 9.1468470252627463e-06 -2.2547419744764092e-05 3.2510375467040833e-05 -2.4184395829252026e-05 1.4740929237725998e-06 -5.4027922260502235e-07 -2.3383243318503014e-05 5.8676155022526065e-06 3.3506758250041457e-05 -5.3079616554896349e-05 -8.6871177440376153e-06 -3.0894604666779442e-05 6.4172135662374788e-05 3.8119641747313008e-07 1.9973955095338172e-05 1.2932234907907514e-05 2.4665135717204187e-06 -1.8492295436909668e-08 -2.1353651720259916e-05
leaf_weight=195 21 25 27 27 25 27 32 24 25 28 31 34 28 20 20 34 24 21 55 20 27 21 21 20 46 30 40 23 2129 21
leaf_count=195 21 25 27 27 25 27 32 24 25 28 31 34 28 20 20 34 24 21 55 20 27 21 21 20 46 30 40 23 2129 21
internal_value=0 2.50394e-07 -3.2699e-06 4.9313e-08 5.49007e-06 -3.63332e-06 -1.04249e-07 -1.00714e-05 7.33467e-08 -6.8371e-08 -1.91423e-07 -6.75795e-08 -1.86656e-07 -7.83834e-08 3.63648e-06 4.54914e-07 1.44827e-05 4.24558e-06 -2.21486e-06 1.3338e-05 -3.7792e-07 -7.13621e-06 4.34964e-06 2.6854e-05 -9.42167e-06 2.3828e-08 -2.43242e-07 -1.12666e-05 1.34669e-08 -2.26882e-07
internal_weight=0 2899 222 2878 79 52 2799 49 2750 2725 2693 2665 2631 2600 194 150 44 130 76 54 2406 135 108 41 67 2271 2241 51 2190 2150
internal_count=3121 2899 222 2878 79 52 2799 49 2750 2725 2693 2665 2631 2600 194 150 44 130 76 54 2406 135 108 41 67 2271 2241 51 2190 2150
is_linear=0
shrinkage=0.1


Tree=5118
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 33 9 1 47 9 0 15 47 2 47 47 484 1456 52 4 47 12 129 1184 1428 157 11 12 156 1428
split_gain=2.33298e-07 7.20228e-06 3.80337e-06 1.56986e-06 2.41068e-07 2.2322e-07 2.51822e-07 7.52412e-07 4.26524e-07 5.3743e-06 1.94246e-06 6.91919e-06 9.21849e-07 6.77247e-07 4.72319e-07 4.3511e-07 3.80857e-07 4.07556e-07 3.62094e-07 8.18968e-07 3.33669e-07 6.89938e-07 4.41759e-07 9.20956e-07 3.26465e-07 5.51674e-07 3.99983e-07 1.39515e-06 8.06454e-07 7.20742e-07
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.050879999999999988 -0.044254999999999996 0.091600000000000015 0.13021500000000003 0.094160000000000008 0.084755000000000011 -0.10151999999999999 -0.11345499999999999 0.097970000000000015 0.10402500000000002 0.091210000000000013 0.087235000000000021 -0.078424999999999981 -0.052299999999999992 -0.0027449999999999996 -0.0065699999999999986 0.079365000000000005 0.084535000000000013 -0.077709999999999987 0.086750000000000008 -0.071779999999999997 0.32331500000000007 0.090070000000000025 0.10149500000000002 0.12734000000000004 0.087980000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 8 -8 9 14 11 13 -12 -10 15 20 -14 -18 -19 -20 22 -22 -7 24 -24 26 28 -28 29 -26
right_child=2 -3 4 -5 5 6 7 -9 10 -11 12 -13 16 -15 -16 -17 17 18 19 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=2.2604206585609144e-07 -4.1658527168858039e-05 5.8831964928512689e-05 9.6643808739407602e-06 -2.9322676205083553e-05 1.0025587620144837e-05 -1.1072046729370615e-05 -2.095941887422338e-05 3.7534171659509798e-06 1.1506035483372606e-05 -4.9588306398039678e-05 -2.1420840151958622e-05 6.6194788840740718e-05 -9.0378097535325324e-06 -9.3595600303940171e-06 1.4643510324028533e-05 -1.098718711192406e-05 1.6117231011776313e-05 -3.8951307195095245e-06 2.034170545084635e-05 -3.6532744230278313e-06 -4.1569173924432586e-06 1.9841997667754185e-05 -1.1948771181936457e-05 2.1457146114016724e-05 -3.655027121308105e-07 1.3062751588677203e-05 2.5709976067446408e-05 -6.2761692864417759e-06 -1.754696918565228e-05 1.5782859345238519e-05
leaf_weight=178 22 21 26 20 22 36 22 28 28 22 21 21 33 35 22 36 20 73 25 33 23 25 23 20 2144 32 25 30 27 28
leaf_count=178 22 21 26 20 22 36 22 28 28 22 21 21 33 35 22 36 20 73 25 33 23 25 23 20 2144 32 25 30 27 28
internal_value=0 3.14728e-06 -2.37511e-07 -2.75868e-06 7.88993e-08 -8.4246e-09 -8.63724e-08 -7.12023e-06 4.00449e-08 -3.81536e-07 3.67673e-06 1.64842e-05 -1.57122e-06 -8.5962e-08 5.65655e-08 -7.44728e-08 6.94222e-07 2.82109e-06 7.91145e-07 6.68939e-06 8.8336e-08 8.34252e-06 -7.91907e-08 9.07289e-08 -9.43418e-08 2.49285e-08 -1.60169e-07 8.26299e-06 -3.70844e-07 -1.57329e-07
internal_weight=0 219 2902 198 2880 2854 2832 50 2782 2493 289 84 205 63 2471 2449 184 151 131 58 2413 48 2365 2329 2309 2286 2254 55 2199 2172
internal_count=3121 219 2902 198 2880 2854 2832 50 2782 2493 289 84 205 63 2471 2449 184 151 131 58 2413 48 2365 2329 2309 2286 2254 55 2199 2172
is_linear=0
shrinkage=0.1


Tree=5119
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 12 4 4 9 97 9 34 9 2 45 1 40 376 1 3 3 48 159 16 16 157 160 160 15 39 15
split_gain=2.51407e-07 1.77221e-06 8.3208e-07 2.25252e-07 7.40836e-07 2.77761e-07 3.34234e-07 2.68826e-07 6.73959e-07 5.95673e-07 5.52858e-07 1.11114e-06 1.22398e-06 3.73598e-07 3.00088e-07 4.16023e-07 3.45903e-07 4.41767e-07 3.75195e-07 1.82308e-06 1.10705e-06 1.24407e-06 2.43312e-06 4.33245e-06 3.29427e-06 1.20323e-06 1.63536e-06 1.17154e-06 1.00132e-06 2.21682e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23647499999999996 0.23631000000000002 0.62931500000000018 0.6227450000000001 -0.08619499999999998 -0.084074999999999983 -0.036024999999999995 -0.057544999999999992 0.091600000000000015 -1.0000000180025095e-35 0.094030000000000016 0.13927000000000003 -1.0000000180025095e-35 0.088720000000000007 0.13210500000000003 -0.042499999999999989 -0.053259999999999995 0.086035000000000014 0.10545500000000001 -0.004174999999999999 0.061255000000000011 -0.00078499999999999989 0.098320000000000005 0.086870000000000017 -0.052074999999999989 0.08456000000000001 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 8 -5 -9 -11 12 -12 14 16 -16 17 18 19 -14 21 22 27 -24 -25 26 -22 28 29 -20
right_child=1 3 -4 4 -6 -7 -8 9 -10 10 11 -13 13 -15 15 -17 -18 -19 20 -21 25 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-9.6523573627284638e-07 2.9193078894639346e-05 -1.0538432666180598e-05 -1.9696188644081336e-05 -4.7435800167607213e-06 1.8390982015923577e-05 -9.1515229409348357e-06 1.2957912722413313e-05 -1.3099707245731095e-05 2.0591491556842813e-05 1.3307900841145086e-05 1.8696939483301581e-05 -1.7101698763087226e-05 -1.3487624342867679e-07 -1.0390806193884471e-05 4.1415327511155437e-06 -1.3480760044576774e-05 -1.049804358141652e-05 1.0728551733052428e-05 -5.528896144824103e-06 -2.9081906078235165e-05 -2.4283793182943419e-06 -9.7235042786207225e-06 6.3310145069408474e-05 4.0370353781327145e-05 -5.5063850312661902e-06 1.4817165148477735e-05 -3.0468200188457002e-05 -7.1813365844695018e-06 -5.0434699146692238e-06 3.5445942651882262e-05
leaf_weight=195 21 20 27 21 22 33 20 35 21 31 35 38 1969 35 21 37 30 40 23 22 104 41 20 24 45 28 26 77 29 31
leaf_count=195 21 20 27 21 22 33 20 35 21 31 35 38 1969 35 21 37 30 40 23 22 104 41 20 24 45 28 26 77 29 31
internal_value=0 2.48362e-07 -3.24332e-06 3.716e-08 1.11167e-07 -3.0637e-08 7.67441e-08 -1.58263e-08 7.92396e-06 -1.37487e-07 3.01696e-08 -1.23703e-07 1.20955e-07 -1.28914e-07 1.10027e-08 -7.10027e-06 1.75393e-07 3.04559e-07 1.33604e-07 -4.54733e-07 2.74829e-06 6.41751e-06 9.07526e-06 2.23293e-05 1.04507e-05 -3.98635e-06 -8.03634e-06 1.70273e-06 9.94457e-06 1.79937e-05
internal_weight=0 2899 222 2878 2858 2836 2803 2783 42 2741 2706 2675 2637 2602 2567 58 2509 2479 2439 1991 448 290 249 89 69 158 130 160 83 54
internal_count=3121 2899 222 2878 2858 2836 2803 2783 42 2741 2706 2675 2637 2602 2567 58 2509 2479 2439 1991 448 290 249 89 69 158 130 160 83 54
is_linear=0
shrinkage=0.1


Tree=5120
num_leaves=31
num_cat=0
split_feature=133 480 160 1447 160 4 0 0 1455 50 16 0 402 481 481 51 3 475 1375 129 483 52 151 15 3 160 3 52 403 3
split_gain=2.57353e-07 1.82462e-06 1.31849e-06 9.27355e-07 8.16245e-07 3.11607e-06 7.38279e-07 3.42089e-06 1.29306e-06 2.01814e-06 1.41417e-06 1.22088e-06 1.36294e-06 1.52207e-06 4.53982e-06 1.16231e-06 1.40459e-06 1.08168e-06 2.13972e-06 1.05814e-06 1.11346e-06 1.33547e-06 1.76634e-06 9.37186e-07 1.49723e-06 2.99185e-06 4.68667e-06 3.02645e-06 2.95041e-06 1.61269e-06
threshold=0.0033250000000000003 0.11191000000000002 -0.53379499999999991 0.059120000000000013 -0.54913999999999985 -0.081609999999999988 -0.067094999999999988 -0.068944999999999992 0.10625500000000002 -0.099524999999999988 0.27776000000000006 -0.071719999999999992 0.11174500000000002 -0.087424999999999989 -0.082049999999999984 0.087505000000000013 -0.085854999999999987 -0.086279999999999982 -0.15308499999999997 0.085395000000000013 0.10601000000000001 -0.14488499999999996 -0.084304999999999977 0.098485000000000017 -0.082094999999999987 -0.089549999999999991 -0.083489999999999995 -0.012859999999999998 -0.020569999999999995 -0.081644999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 7 8 9 -4 11 12 13 -11 -15 16 -8 -16 -19 20 21 22 -20 24 25 27 28 -23 -27 -26
right_child=1 -3 6 -5 -6 -7 15 -9 -10 10 -12 -13 -14 14 17 -17 -18 18 19 -21 -22 23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-1.1768347318745026e-05 -2.3034360279562745e-05 3.1134194705373376e-05 3.2931380956142676e-05 -2.1592238928341039e-05 -7.7877621364907538e-07 4.0978261573140379e-05 2.2616091388082775e-05 -3.6575745038135211e-05 -2.4182116703741485e-05 -1.8890456355750627e-05 -2.2637955713435078e-05 1.9510868665347425e-05 -2.1836374421232346e-05 4.943623003782705e-05 -1.7467721639453279e-05 2.2054121738316706e-05 -1.1835091652062842e-06 3.2608143291409679e-05 -8.7109624236409615e-06 1.6020417890400116e-05 2.2955464992264754e-05 4.5173963808338162e-05 2.6578774020743223e-05 -2.1605777656077409e-05 3.1062380033972656e-05 5.9119939606944175e-06 -5.1922338822735651e-05 -9.1803567470162225e-06 -2.0091225388864861e-05 1.3921584522570836e-06
leaf_weight=24 23 20 20 21 1913 21 30 25 20 35 25 36 26 20 30 39 143 22 23 43 20 20 37 25 20 92 26 21 83 218
leaf_count=24 23 20 20 21 1913 21 30 25 20 35 25 36 26 20 30 39 143 22 23 43 20 20 37 25 20 92 26 21 83 218
internal_value=0 1.19538e-06 6.61713e-07 -6.89809e-07 -4.65626e-07 1.28467e-05 1.15763e-06 -1.09492e-07 9.48114e-07 1.54503e-06 7.81373e-07 1.51598e-06 6.64713e-07 1.46067e-06 2.47823e-06 6.45921e-06 2.94359e-06 1.09711e-06 1.95395e-06 8.80074e-07 -2.32806e-07 -1.05363e-06 1.3051e-05 -2.72943e-06 -1.74629e-06 -7.28495e-06 -1.23067e-05 1.73339e-05 -6.42096e-06 3.88545e-06
internal_weight=0 1142 1122 1979 1958 45 1099 887 862 842 822 797 761 735 700 212 173 680 650 628 585 565 60 505 480 242 201 41 175 238
internal_count=3121 1142 1122 1979 1958 45 1099 887 862 842 822 797 761 735 700 212 173 680 650 628 585 565 60 505 480 242 201 41 175 238
is_linear=0
shrinkage=0.1


Tree=5121
num_leaves=31
num_cat=0
split_feature=402 402 401 3 394 3 42 3 480 1456 402 1 13 13 13 160 456 133 133 52 447 148 0 13 42 3 14 9 0 1210
split_gain=2.7085e-07 5.05432e-07 3.61838e-07 2.5868e-07 1.48791e-06 1.01162e-06 8.60506e-07 2.83245e-06 1.1997e-06 5.4981e-06 2.23044e-06 8.45335e-07 8.29478e-07 2.6545e-06 2.15764e-06 5.74689e-06 5.92923e-06 6.95478e-07 2.66693e-06 2.02854e-06 6.80349e-07 9.59033e-07 6.53225e-07 1.03242e-06 6.22432e-07 8.37573e-07 6.20596e-07 8.24346e-07 6.0491e-07 2.11121e-06
threshold=0.31278000000000006 0.15960500000000002 0.13571500000000003 -0.083489999999999995 0.10448000000000002 -0.08323499999999999 0.091205000000000008 -0.094874999999999987 0.086995000000000017 0.085790000000000019 0.10874500000000002 0.081670000000000006 -0.087714999999999987 -0.090799999999999978 -0.085669999999999982 -0.085764999999999994 0.086895000000000014 -0.14717499999999997 -0.097509999999999986 0.085540000000000019 0.10121000000000001 -0.084794999999999981 0.10455500000000001 -0.033284999999999988 0.083595000000000017 -0.14477499999999996 0.078745000000000009 0.088235000000000022 -0.086934999999999985 -0.0091799999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 8 11 10 -10 12 -8 13 24 15 -14 -17 19 -19 -16 21 -7 28 -24 -1 -26 27 -20 29 -23
right_child=-2 -3 -4 5 -6 20 7 -9 9 -11 -12 -13 14 -15 17 16 -18 18 26 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=1.0163331419408355e-05 1.1318493679503999e-05 -1.5922358488751343e-05 1.2522062436049886e-05 -2.0375427696378141e-05 2.6868828945225688e-05 -1.8152857302494899e-05 -1.489545950335014e-05 3.6475376574734197e-05 2.2173224641890209e-05 -4.6622107402072291e-05 2.7317849873422044e-05 6.9139804526667623e-06 2.0316283901896292e-05 3.9877594419868692e-05 -3.008464972717101e-05 -7.8598609044482675e-05 -3.4528415805349748e-06 3.601236648613676e-05 -2.3329790377325706e-07 9.4467176386388021e-06 1.7831294856023304e-05 -3.3451418407605074e-05 -2.9286389162734851e-05 4.5401260043339189e-08 5.3341679014400667e-06 -2.3260080779436977e-05 -1.7509418303234269e-05 2.0365571863294463e-05 1.5472996455365616e-06 -1.310943857004777e-06
leaf_weight=31 21 20 23 26 22 31 27 28 21 26 30 52 24 21 27 21 21 21 679 25 20 21 20 30 21 20 20 20 989 763
leaf_count=31 21 20 23 26 22 31 27 28 21 26 30 52 24 21 27 21 21 21 679 25 20 21 20 30 21 20 20 20 989 763
internal_value=0 -7.66717e-08 2.62224e-08 -6.77928e-08 1.11102e-06 -7.85626e-07 6.11748e-07 9.14636e-06 -2.76582e-07 -1.58838e-05 4.71162e-07 -5.39879e-07 -3.75736e-07 8.59472e-06 -1.34806e-06 -1.87195e-05 -4.10257e-05 9.95655e-08 8.85099e-07 -1.10792e-05 -5.13836e-07 -7.11734e-07 -4.15149e-07 -1.16873e-05 -5.29456e-07 -8.61425e-06 -1.40871e-07 3.56083e-07 -9.72649e-08 -2.17185e-06
internal_weight=0 3100 3080 3057 1157 1900 1135 107 1028 47 981 79 951 93 858 66 42 792 740 52 1874 1854 1823 50 72 41 719 699 1773 784
internal_count=3121 3100 3080 3057 1157 1900 1135 107 1028 47 981 79 951 93 858 66 42 792 740 52 1874 1854 1823 50 72 41 719 699 1773 784
is_linear=0
shrinkage=0.1


Tree=5122
num_leaves=31
num_cat=0
split_feature=1204 132 15 1185 50 52 400 133 43 133 43 43 0 2 43 43 43 401 43 402 43 1213 2 1213 1213 2 403 394 390 1211
split_gain=2.51844e-07 4.4251e-07 9.45809e-06 3.68719e-06 1.00024e-06 3.33225e-07 2.99313e-07 3.49633e-07 9.71106e-07 4.31154e-07 2.68743e-07 4.34958e-07 1.40201e-06 5.9726e-07 5.83623e-07 1.59249e-06 1.54577e-06 6.83574e-07 7.78219e-07 2.44141e-06 9.58405e-07 6.82416e-07 5.87408e-07 5.70867e-07 7.20861e-07 5.1033e-07 4.9905e-07 4.18403e-07 8.04239e-07 4.72173e-07
threshold=0.057120000000000011 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.09227500000000001 0.090645000000000017 -0.087079999999999977 -0.37971999999999995 0.0010100000000000003 -0.015929999999999996 0.16180500000000003 0.084740000000000024 -0.097274999999999986 0.11585500000000001 0.055925000000000009 0.05259500000000001 0.060960000000000007 -0.41128499999999996 0.0034250000000000005 -0.024724999999999997 0.0010100000000000003 -0.0096849999999999974 0.087505000000000013 0.23509000000000002 0.12389500000000002 0.091545000000000015 0.0071950000000000009 -0.12099999999999998 0.089065000000000019 0.087635000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 -1 -8 9 -9 11 14 -13 25 15 17 -16 -5 20 -20 23 -21 -23 24 27 -14 -18 -19 29 -29
right_child=-2 3 -4 10 -6 -7 7 8 -10 -11 -12 12 13 -15 16 -17 26 18 19 21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=8.5266951669916093e-06 -9.6160564731285882e-06 -4.1015067968559877e-05 6.6503305890819317e-05 1.7244485732827224e-05 -2.1517360497000484e-05 1.1438224750939051e-05 -1.3017088349442929e-05 -1.4146100749193076e-05 1.7940261698510899e-05 3.4790363513267318e-06 4.8383631750718784e-06 -2.4297084453264102e-05 -4.746509269655993e-06 -1.1183765693406006e-05 2.7055484578936714e-05 -2.8245657049410514e-05 6.3834292682764093e-06 1.3201779595798749e-05 -4.0000728823770266e-05 1.2047239208725471e-05 2.1543066127162008e-05 -1.8388503856840545e-05 4.0161192538851704e-06 -1.5258771236403846e-05 1.74847861231342e-05 1.5578943051271685e-05 -1.2232753541259931e-05 -3.59269390637429e-08 -1.9550868578984853e-05 1.4364077014761279e-05
leaf_weight=23 27 22 22 23 25 22 31 35 21 23 114 31 21 27 29 20 36 24 20 27 21 25 22 24 24 30 24 2284 21 23
leaf_count=23 27 22 22 23 25 22 31 35 21 23 114 31 21 27 29 20 36 24 20 27 21 25 22 24 24 30 24 2284 21 23
internal_value=0 8.39157e-08 4.60898e-06 -2.3215e-07 -2.95588e-06 3.79032e-08 -1.84786e-06 -4.01709e-06 -4.85445e-07 -7.15682e-06 8.04714e-08 -1.16335e-07 -6.30715e-06 8.42691e-07 1.38594e-07 -1.38377e-07 8.09917e-06 8.3115e-08 -7.38279e-08 -9.00103e-06 2.72788e-07 -6.22737e-07 -7.90123e-06 8.66731e-08 2.41678e-07 7.20964e-06 -1.06304e-06 6.57275e-08 -6.96957e-08 1.07636e-07
internal_weight=0 3094 202 2892 180 155 133 110 79 58 2870 2756 109 78 2647 2558 89 2538 2515 94 2421 74 47 2400 2376 51 60 2352 2328 2307
internal_count=3121 3094 202 2892 180 155 133 110 79 58 2870 2756 109 78 2647 2558 89 2538 2515 94 2421 74 47 2400 2376 51 60 2352 2328 2307
is_linear=0
shrinkage=0.1


Tree=5123
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 120 121 40 9 33 9 3 34 2 44 1426 157 47 47 2 0 47 1428 40 123 151 156 16 150 39 12
split_gain=2.47287e-07 1.79912e-06 1.04997e-06 4.37355e-07 2.30533e-07 5.31024e-07 4.95563e-07 3.37424e-07 6.60574e-07 4.30863e-07 4.26127e-07 2.65644e-07 5.74159e-07 2.48475e-07 3.48308e-07 1.31508e-06 3.10881e-07 1.93674e-06 1.50548e-06 2.21545e-06 6.77984e-07 4.66374e-07 3.46434e-07 8.75645e-07 4.77764e-07 1.52577e-06 5.24841e-06 2.54094e-06 8.79517e-07 1.08874e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 1.0000000180025095e-35 -0.082399999999999987 -0.24290999999999999 0.092890000000000014 -0.012019999999999998 0.085555000000000006 -0.017889999999999996 -0.08786999999999999 -0.045829999999999989 0.084760000000000016 -0.061919999999999996 -0.0048549999999999991 0.092165000000000011 0.097970000000000015 -0.0050599999999999994 0.0059850000000000016 0.089360000000000009 0.087445000000000009 -0.083564999999999987 0.087505000000000013 -0.077959999999999988 0.087515000000000009 -0.0087049999999999992 0.10874500000000002 0.084405000000000008 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 -3 8 -8 11 -9 -10 -13 14 15 -14 18 -18 19 -16 21 22 23 -20 25 27 -27 28 29 -24
right_child=1 4 -4 -5 5 -7 7 10 9 -11 -12 12 13 -15 16 -17 17 -19 20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=8.6082083350773204e-07 2.9409936793118029e-05 1.5830473275855185e-05 -2.2521873226651222e-05 -1.440725504618881e-05 -1.8646315465091557e-05 3.347968164313858e-06 -1.6282907548884396e-05 -6.7430627578604885e-07 1.1408434528448198e-05 1.3114195249272598e-05 1.949393547874934e-05 -1.589142248912654e-05 6.7155057097677081e-06 7.7011252259824949e-06 4.2065070746979304e-05 -2.4839276926286404e-05 -2.3804151092358203e-05 3.6681700598675552e-07 -2.2235189645352482e-05 -4.4397331768664123e-06 -1.7838876339651288e-05 1.1503351238515179e-05 -9.2535431524110205e-06 6.0081917884720809e-06 -3.5710858652067349e-07 -4.9273461540689741e-05 1.9181505653402079e-05 3.2611040537363705e-05 2.0551872376017857e-05 6.9475307974733794e-06
leaf_weight=176 21 20 25 21 21 23 25 22 20 25 20 23 28 41 21 25 39 221 23 20 21 36 69 21 1906 21 24 34 25 104
leaf_count=176 21 20 25 21 21 23 25 22 20 25 20 23 28 41 21 25 39 221 23 20 21 36 69 21 1906 21 24 34 25 104
internal_value=0 2.46315e-07 -3.21664e-06 -7.66741e-07 3.35161e-08 -7.1493e-06 1.45035e-07 3.35534e-08 -1.01235e-07 4.60313e-08 8.92962e-06 -7.39922e-08 -1.58984e-07 -2.39167e-08 -1.4398e-07 -8.16883e-06 2.05527e-08 -3.25883e-06 3.87279e-07 1.93798e-05 4.63451e-08 2.12315e-07 2.97926e-08 -8.75539e-06 2.06865e-07 4.08749e-06 -1.27641e-05 7.35612e-06 3.01942e-06 4.85831e-07
internal_weight=0 2899 222 197 2878 44 2834 2814 2772 2747 42 2722 2702 2679 2638 53 2585 260 2325 41 2284 2263 2227 44 2183 277 45 232 198 173
internal_count=3121 2899 222 197 2878 44 2834 2814 2772 2747 42 2722 2702 2679 2638 53 2585 260 2325 41 2284 2263 2227 44 2183 277 45 232 198 173
is_linear=0
shrinkage=0.1


Tree=5124
num_leaves=31
num_cat=0
split_feature=39 1 121 16 33 15 15 15 51 484 52 0 1 133 0 0 42 391 39 1 1 132 1 1185 393 13 13 52 1373 457
split_gain=2.59764e-07 7.4463e-07 6.60855e-07 5.41725e-07 3.72876e-07 3.19467e-07 2.82877e-06 1.53397e-06 1.36149e-06 9.9953e-07 6.82889e-07 5.56493e-07 1.22538e-06 1.28977e-06 1.73282e-06 1.00045e-06 8.30383e-07 5.16641e-07 4.91455e-07 5.6637e-07 1.06046e-06 4.59264e-07 7.33678e-06 3.91654e-06 1.50341e-06 4.11311e-07 1.32108e-06 1.08698e-06 4.7356e-07 6.60835e-07
threshold=-0.020804999999999994 0.16540500000000002 -0.094339999999999993 -0.052894999999999991 -0.044254999999999996 -0.10203999999999998 -0.099734999999999976 -0.10653 -0.10316499999999999 -0.088124999999999981 0.15116000000000002 -0.09515499999999999 0.13756000000000004 -0.14717499999999997 -0.10224499999999999 -0.091794999999999988 0.089535000000000017 -0.085594999999999991 0.087470000000000006 0.11323000000000001 0.099660000000000012 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.10585500000000002 -0.40078499999999995 -0.17933499999999997 -0.061194999999999992 -1.0000000180025095e-35 0.11612500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -4 7 -7 8 -6 -10 11 12 13 -11 16 -13 18 -8 19 20 -15 22 24 -23 -19 27 -27 -25 -28 -30
right_child=1 -3 4 -5 5 6 17 -9 9 10 -12 15 -14 14 -16 -17 -18 21 -20 -21 -22 23 -24 25 -26 26 28 -29 29 -31
leaf_value=1.4899012124741977e-06 -1.8133636735910841e-05 1.7313339758402438e-05 1.3382873034320904e-05 -1.8132782684195567e-05 -2.1890194206207524e-05 -3.7003107752839459e-05 -1.5062684032391585e-05 2.2811546328097503e-05 2.1941665431768344e-05 2.1809248959596456e-05 -1.1826738704569021e-05 -1.9976356113952183e-05 2.4097491645548989e-05 1.0929767514051706e-06 -2.5845542359093089e-05 1.2113943153753309e-06 1.9399777973096489e-05 -1.512666195592653e-07 1.2417970542215202e-05 9.8311640795145656e-06 -2.7488183548571431e-05 -4.3356739635263311e-05 5.1695372699863842e-05 -5.3481407364635185e-06 -2.987639303682954e-05 -2.3046460439218209e-05 -1.452441437405386e-05 2.203147044477599e-05 1.1974927946411326e-10 1.4052842671804575e-05
leaf_weight=34 20 25 21 24 25 21 23 34 24 29 38 26 31 34 24 156 26 114 22 20 21 21 28 29 20 25 22 29 2121 34
leaf_count=34 20 25 21 24 25 21 23 34 24 29 38 26 31 34 24 156 26 114 22 20 21 21 28 29 20 25 22 29 2121 34
internal_value=0 1.25531e-07 -1.59087e-08 -6.62983e-06 1.04156e-07 1.11117e-08 -4.56426e-07 2.29105e-06 8.25296e-07 2.08447e-06 9.68374e-07 2.21828e-06 5.76483e-06 2.53578e-06 -1.26647e-06 -1.81543e-06 3.52945e-06 -1.45201e-07 -7.24454e-07 -4.57956e-06 -9.81983e-06 -4.7584e-09 5.14011e-06 -3.70155e-07 -4.58785e-06 2.92781e-08 -1.89668e-07 8.34166e-06 7.28128e-08 2.21833e-07
internal_weight=0 3063 3038 58 3018 2997 2487 510 476 451 427 389 207 176 147 182 123 2466 97 75 55 2443 162 2281 134 2260 2202 58 2177 2155
internal_count=3121 3063 3038 58 3018 2997 2487 510 476 451 427 389 207 176 147 182 123 2466 97 75 55 2443 162 2281 134 2260 2202 58 2177 2155
is_linear=0
shrinkage=0.1


Tree=5125
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1203 52 13 132 12 132 132 47 1 120 52 2 10 4 12 33 45 15 1 1 0 3 3 48 47 9 150
split_gain=2.63897e-07 1.73379e-06 1.46096e-06 2.90672e-07 4.00967e-07 2.66955e-07 3.73648e-07 8.8587e-07 5.19404e-07 2.54701e-07 2.329e-07 3.0432e-07 8.82187e-07 1.3618e-06 5.70162e-07 3.32743e-07 4.47277e-06 5.23593e-06 5.72111e-07 4.30991e-07 2.79156e-07 5.08903e-07 1.38665e-06 1.22191e-06 4.39989e-07 1.57474e-06 9.65112e-07 1.76493e-06 2.95276e-06 1.23703e-06
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 0.084545000000000009 0.085175000000000015 -0.051094999999999995 -0.41127499999999995 0.096645000000000009 -0.44750499999999993 -0.095229999999999995 0.14397500000000002 0.16540500000000002 1.0000000180025095e-35 -0.057699999999999994 0.31358000000000003 -0.010699999999999999 0.053180000000000012 -0.010834999999999999 -1.0000000180025095e-35 0.094030000000000016 -0.56020999999999987 0.13756000000000004 0.13534000000000004 -0.09515499999999999 -0.042499999999999989 -0.053259999999999995 0.089025000000000007 0.092165000000000011 -0.013509999999999999 0.090480000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 8 9 -7 -8 11 12 14 -14 15 16 17 -3 -17 20 -20 22 24 -23 25 -22 27 28 -26 -28
right_child=1 10 -4 4 -6 6 7 -9 -10 -11 -12 -13 13 -15 -16 18 -18 -19 19 -21 21 23 -24 -25 26 -27 29 -29 -30 -31
leaf_value=7.5781353990307605e-06 2.8217104574485513e-05 1.8367455611261341e-06 -2.9117991524572061e-05 -2.72987042535533e-06 1.5960439106327779e-05 -7.0177726558521655e-06 1.9616189027666615e-06 -2.6273947471400748e-05 1.4802417210830755e-05 -1.1320560811741003e-05 -1.0455379856466608e-05 1.2406453195694666e-05 4.140355140407337e-06 -3.232024932047006e-05 1.6276205095974466e-05 1.5370199864264577e-05 1.9481434745580958e-05 -6.372841695078283e-05 -1.1176052376932994e-05 -1.1746511939539537e-05 3.789067442311594e-08 2.8148831312467919e-05 -2.4800502548962619e-05 -2.465912601223863e-06 4.2057009261992317e-05 -2.7488900970984974e-05 -1.0018297461982683e-05 -2.2421260527629612e-05 4.9805406493200848e-06 1.0432458085623305e-05
leaf_weight=21 22 29 20 24 22 24 42 21 20 22 21 20 20 21 22 25 39 21 21 30 2006 22 22 32 23 21 100 21 325 42
leaf_count=21 22 29 20 24 22 24 42 21 20 22 21 20 20 21 22 25 39 21 21 30 2006 22 22 32 23 21 100 21 325 42
internal_value=0 2.50732e-07 -3.37223e-06 -7.45111e-07 6.20897e-06 -2.8777e-06 -4.57981e-06 -8.45197e-06 2.9005e-06 -2.60413e-06 3.73228e-08 1.14313e-07 2.78098e-08 -1.45346e-05 2.40969e-07 1.14026e-07 -5.90174e-06 -2.57006e-05 3.1306e-07 1.71811e-07 3.07504e-07 3.99759e-07 1.97111e-07 1.00068e-05 4.13797e-07 -2.47291e-07 3.03615e-06 5.73209e-06 7.431e-06 -3.96948e-06
internal_weight=0 2905 216 196 46 150 129 85 44 64 2883 2862 2842 41 2801 2779 89 50 2690 2665 2635 2614 2560 54 2538 2027 511 369 348 142
internal_count=3121 2905 216 196 46 150 129 85 44 64 2883 2862 2842 41 2801 2779 89 50 2690 2665 2635 2614 2560 54 2538 2027 511 369 348 142
is_linear=0
shrinkage=0.1


Tree=5126
num_leaves=31
num_cat=0
split_feature=97 374 39 0 1 15 33 9 10 2 15 2 1 1 2 159 131 3 1 13 3 15 456 2 4 2 52 1366 376 123
split_gain=2.45634e-07 5.9466e-07 4.78272e-07 7.90855e-07 4.47817e-07 6.22707e-07 3.46009e-07 3.61191e-07 1.33238e-06 1.5702e-06 4.87929e-07 4.21042e-06 2.02345e-06 1.8191e-05 8.88963e-06 1.31898e-06 9.42939e-07 1.011e-06 1.40503e-06 1.72157e-06 1.01668e-06 7.74892e-07 6.41522e-07 6.45902e-07 1.16576e-06 7.88707e-07 7.00555e-07 5.24751e-07 4.71535e-07 5.07392e-07
threshold=-0.086464999999999986 0.08987500000000001 -0.020804999999999994 -0.10324499999999999 0.16540500000000002 -0.56020999999999987 0.085305000000000006 0.092890000000000014 0.053330000000000009 -0.080614999999999978 -0.10203999999999998 -1.0000000180025095e-35 0.092695000000000013 0.097115000000000021 0.083585000000000007 0.088800000000000004 0.088495000000000004 0.10299500000000002 0.111945 -0.016469999999999995 -0.034684999999999994 -0.26481999999999994 0.083075000000000024 0.10005000000000001 0.0033150000000000007 0.089320000000000024 0.092965000000000006 -0.082814999999999986 0.083890000000000006 0.080750000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 8 9 -7 12 -12 14 -14 -11 22 17 18 19 -15 -20 -19 23 24 25 -16 -26 -13 29 -29
right_child=1 -3 4 -5 -6 6 -8 -9 -10 10 11 27 13 16 15 -17 -18 21 20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-1.0077709541178593e-05 1.3166495556596113e-06 1.3639485513294859e-05 -1.3474532667768313e-05 -2.5133355429716175e-05 1.3696126363053433e-05 2.5326813437459353e-05 -9.6077791681636895e-06 1.0992907235988477e-05 -1.9538161198879072e-05 -6.5555029093610799e-05 -4.6075282749313832e-05 1.3860071500723144e-05 0.0001008147784659741 -1.0239448943138997e-06 -6.997658227406005e-06 2.6897390402847945e-05 1.740290090781165e-05 1.9592061219858201e-05 1.2787493982874106e-05 -4.1561775344689525e-05 -1.229983862382748e-05 -2.7787007567781077e-06 1.6287050606305931e-05 1.0502835445142159e-05 -3.2826918013597608e-05 1.6979176754593148e-05 -6.3589222372684174e-06 -1.4859596754112692e-07 1.1897340650079969e-05 -1.2636430355858906e-05
leaf_weight=24 26 32 34 20 24 25 36 31 34 21 20 27 20 20 34 21 29 30 35 22 30 32 21 29 20 23 20 2316 32 33
leaf_count=24 26 32 34 20 24 25 36 31 34 21 20 27 20 20 34 21 29 30 35 22 30 32 21 29 20 23 20 2316 32 33
internal_value=0 7.81052e-08 -6.34818e-08 -1.01834e-05 9.0713e-08 -1.8312e-08 1.36201e-07 2.56126e-07 1.41116e-07 3.75065e-07 1.55032e-07 -3.82092e-07 3.3593e-06 9.92455e-06 -4.21331e-06 3.4544e-06 7.43721e-07 -2.11496e-06 -8.00253e-06 -2.2258e-05 1.20873e-06 8.04586e-06 1.05403e-07 -2.59154e-06 -6.50635e-06 2.67721e-06 -1.95929e-05 -2.58041e-09 -1.5978e-07 -3.24032e-07
internal_weight=0 3097 3065 46 3019 2995 2961 2925 2894 2860 2835 2428 407 218 189 168 198 169 107 42 65 62 147 126 97 57 40 2408 2381 2349
internal_count=3121 3097 3065 46 3019 2995 2961 2925 2894 2860 2835 2428 407 218 189 168 198 169 107 42 65 62 147 126 97 57 40 2408 2381 2349
is_linear=0
shrinkage=0.1


Tree=5127
num_leaves=31
num_cat=0
split_feature=46 44 1429 97 374 39 39 132 1186 1185 52 13 400 132 132 1203 33 11 33 9 1 1 1 40 13 9 156 157 474 4
split_gain=2.46584e-07 9.32076e-07 4.29671e-07 3.02158e-07 4.8803e-07 4.61547e-07 5.91673e-07 3.91238e-07 7.62718e-06 3.20322e-06 9.79421e-07 1.1569e-06 4.14305e-07 3.97905e-07 6.02071e-07 6.70473e-07 3.64239e-07 4.83098e-07 6.64916e-07 5.38537e-07 3.36758e-07 1.22487e-06 3.96743e-07 5.98672e-07 5.43009e-07 3.48973e-07 3.34091e-07 1.14626e-06 1.48926e-06 1.89242e-06
threshold=0.084955000000000017 0.10049500000000001 -0.15262499999999998 -0.086464999999999986 0.08987500000000001 -0.020804999999999994 -0.082829999999999987 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 0.056795000000000005 0.10782000000000001 -0.40070499999999992 -0.1075 0.085960000000000023 0.085305000000000006 -0.011194999999999998 -0.009184999999999997 0.089995000000000006 0.13534000000000004 0.13756000000000004 0.14627000000000004 -1.0000000180025095e-35 -0.07965499999999999 -1.0000000180025095e-35 0.091255000000000017 -0.0045449999999999996 0.091650000000000009 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -5 8 10 -9 11 12 13 -7 -15 -16 17 -11 -19 20 25 -22 24 -24 -23 -20 -27 28 29 -28
right_child=1 -3 3 4 -6 7 -8 9 -10 16 -12 -13 -14 14 15 -17 -18 18 19 -21 21 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-1.0970634549620527e-05 2.3550780284153916e-05 -4.9316958472479236e-06 -1.1399557687775047e-05 2.2700703766531659e-06 1.2588287386224255e-05 -1.2525253636600349e-05 -2.1247692300517964e-05 -3.8195360122534281e-05 6.1450218101724441e-05 1.5738614865767887e-05 -2.0532316622620784e-05 2.2051119958632626e-05 -1.4284070797657478e-05 1.5307130039824792e-05 4.1451337002651232e-06 -1.7715574358589947e-05 -9.6047552179506492e-06 -1.5474490464839618e-05 1.2362159911087171e-05 1.1962253096315251e-05 -2.7679043050738986e-05 -5.4370467842090876e-06 5.7002137488043886e-06 -1.720286065392429e-05 1.7092837614378053e-05 -1.1108953217762417e-07 4.6073931930550319e-05 -3.4437788023301306e-06 -4.4868316960769578e-06 9.4616084690339163e-06
leaf_weight=36 20 27 23 20 31 21 23 22 21 20 25 22 25 27 47 20 38 27 24 39 20 20 21 25 23 2245 20 103 38 48
leaf_count=36 20 27 23 20 31 21 23 22 21 20 25 22 25 27 47 20 38 27 24 39 20 20 21 25 23 2245 20 103 38 48
internal_value=0 7.18851e-06 -1.09912e-07 1.87863e-08 1.05891e-07 -2.3785e-08 -1.03092e-05 1.26597e-07 4.30741e-06 -1.91592e-07 -2.1097e-06 7.33302e-07 -2.61664e-06 -8.02436e-08 2.70002e-06 -2.38045e-06 1.16812e-07 2.55016e-07 1.38291e-07 2.98818e-07 1.22988e-07 -5.31701e-06 -2.91828e-07 -6.74711e-06 6.61382e-06 3.62277e-07 2.44919e-07 4.06903e-06 1.13692e-05 2.02299e-05
internal_weight=0 47 3074 3038 3015 2984 43 2941 208 2733 187 162 140 115 94 67 2711 2673 2653 2626 2587 109 89 46 43 2478 2454 209 106 68
internal_count=3121 47 3074 3038 3015 2984 43 2941 208 2733 187 162 140 115 94 67 2711 2673 2653 2626 2587 109 89 46 43 2478 2454 209 106 68
is_linear=0
shrinkage=0.1


Tree=5128
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 448 0 15 457 2 15 457 16 1371 150 482 482 4 1213 402 16 150 3 159 158 1213 16 403 15 3 3
split_gain=2.65481e-07 2.0976e-06 6.8838e-07 6.4782e-07 2.4525e-07 7.50599e-07 1.12553e-06 3.28213e-07 1.57575e-06 1.79461e-06 6.98369e-07 3.92331e-07 2.57718e-06 2.52763e-06 1.20512e-06 1.89199e-06 1.34909e-06 9.41882e-07 1.8461e-06 8.05371e-07 2.46084e-06 7.48108e-07 7.05207e-07 8.06377e-07 7.68644e-07 3.52495e-06 3.39561e-06 1.24931e-06 1.9024e-06 1.89185e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.068920000000000023 -0.24955499999999997 -0.13843999999999998 0.097000000000000017 0.087195000000000009 -0.074054999999999996 0.091495000000000007 -0.0094449999999999968 0.083235000000000017 0.10874500000000002 0.098465000000000011 0.090355000000000005 0.62931500000000018 0.04198000000000001 0.10874500000000002 -0.0087049999999999992 0.097810000000000022 -0.16726499999999997 0.097495000000000012 0.099230000000000013 0.04198000000000001 -0.059624999999999991 -0.55276999999999987 0.087485000000000021 -0.080484999999999987 -0.083489999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -3 10 -9 -10 11 12 14 17 15 16 21 18 19 -13 -21 -7 24 -24 26 27 -23 29 -29 -26
right_child=1 4 -4 -5 -6 7 -8 8 9 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 20 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=6.316624713711215e-07 3.1745216910210383e-05 -3.9913628608614782e-06 -1.896436886090669e-05 -1.7950420996861622e-05 -1.1009616055162042e-05 1.4494577365104831e-05 2.7709360895282017e-05 1.6046020375572721e-05 7.3776915720056582e-06 -2.8013412569531006e-05 1.5798946157831648e-05 -2.0461586956073354e-05 2.8966699852617241e-05 -3.5157079384424092e-05 -2.1474409670190652e-05 3.1216709330692539e-05 -2.2779775732487909e-05 -1.699942654730486e-05 2.3706990140776579e-05 -1.4368017953956972e-06 3.4035095959552569e-05 -4.0965682031431547e-05 1.9431473142503822e-05 9.0949379267712774e-07 5.9741114790468654e-06 4.3430147383880717e-05 -4.2185610109003313e-07 2.6875372633880677e-05 -5.4870409934291951e-06 -2.7026756847448044e-05
leaf_weight=176 21 21 25 21 20 38 24 23 23 38 28 21 32 22 25 20 25 35 31 884 20 21 40 57 38 22 1265 34 39 32
leaf_count=176 21 21 25 21 20 38 24 23 23 38 28 21 32 22 25 20 25 35 31 884 20 21 40 57 38 22 1265 34 39 32
internal_value=0 2.55225e-07 -3.33286e-06 -1.34917e-06 2.54513e-08 1.02674e-07 1.29157e-05 -1.02298e-07 -6.2591e-06 -1.46692e-05 8.72112e-08 -7.5665e-08 8.57981e-07 -1.63143e-06 3.14817e-07 6.48803e-07 2.69313e-07 -8.87172e-07 -2.97288e-07 -1.10176e-06 -6.52025e-07 6.32634e-07 2.92354e-07 8.54742e-06 -2.59501e-07 6.16601e-06 -1.08392e-06 4.33064e-07 9.58586e-06 -9.112e-06
internal_weight=0 2899 222 197 2878 2858 45 2813 84 61 2729 2701 1688 1013 1656 1631 1611 991 956 925 904 1586 1548 97 1451 165 1286 143 73 70
internal_count=3121 2899 222 197 2878 2858 45 2813 84 61 2729 2701 1688 1013 1656 1631 1611 991 956 925 904 1586 1548 97 1451 165 1286 143 73 70
is_linear=0
shrinkage=0.1


Tree=5129
num_leaves=31
num_cat=0
split_feature=133 480 160 480 1447 3 1447 4 15 475 1429 150 151 0 151 49 16 16 0 16 16 12 2 2 2 42 474 157 12 2
split_gain=2.5478e-07 1.51999e-06 1.10453e-06 8.08331e-07 6.85509e-07 2.77328e-06 1.21987e-06 7.35862e-07 1.4406e-06 6.53048e-07 3.91284e-06 2.36376e-06 7.50938e-07 1.58335e-06 1.26496e-06 7.40807e-07 1.027e-06 9.08291e-07 1.20419e-06 1.52361e-06 1.01221e-06 6.90353e-07 2.10066e-06 7.26448e-06 1.92663e-06 2.73375e-06 1.84038e-06 1.9899e-06 1.47429e-06 1.30729e-06
threshold=0.0033250000000000003 0.11191000000000002 -0.53379499999999991 0.11191000000000002 -0.085684999999999997 -0.085784999999999986 -0.082954999999999987 -0.17966999999999997 0.024640000000000006 -0.085774999999999976 0.083715000000000026 0.10874500000000002 -0.10142999999999999 -0.085384999999999975 -0.088279999999999983 -0.13330999999999996 -0.5048999999999999 -0.10850999999999998 -0.093039999999999984 -0.39185999999999993 -0.092804999999999985 0.097575000000000009 0.097385000000000013 0.10912000000000001 0.093680000000000013 0.11934000000000002 0.088435000000000014 -0.085709999999999995 0.090695000000000012 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -4 -6 8 -8 10 -9 12 13 -11 -14 -16 -17 18 19 -18 -19 22 24 -24 25 26 27 -22 -25 -29
right_child=1 -3 4 -5 6 -7 7 9 -10 11 -12 -13 14 -15 15 16 17 20 -20 -21 21 -23 23 28 -26 -27 -28 29 -30 -31
leaf_value=-4.1914275889498563e-07 -2.0986108001639169e-05 2.8514976361293523e-05 4.0806321561874596e-05 -1.5972289582029643e-05 -2.3896935526863676e-05 -4.4752326343050779e-06 3.2522305326936129e-05 1.7661288378197545e-05 -4.5182223922373464e-06 -3.0420439194737511e-05 -3.9441251150644048e-05 3.3459924284009253e-05 2.321158732775075e-05 2.7390129288404649e-06 1.7689360394494239e-05 -1.829316564302038e-05 1.4377500541567793e-06 -2.1480725650769234e-05 4.0722376981476912e-07 3.79750821775815e-05 -2.9733913853978386e-05 5.6482394167317173e-06 -5.4282035260242879e-05 2.9298758435061248e-05 2.2220836973773611e-05 -3.7383174103524659e-05 2.6775186328904969e-05 -1.8574803558379928e-06 -8.6378078863379506e-06 1.7375769675709308e-05
leaf_weight=1945 23 20 21 34 20 38 21 24 21 24 24 22 25 36 24 30 21 23 69 25 23 156 31 20 38 20 25 256 21 41
leaf_count=1945 23 20 21 34 20 38 21 24 21 24 24 22 25 36 24 30 21 23 69 25 23 156 31 20 38 20 25 256 21 41
internal_value=0 1.18939e-06 7.02306e-07 -6.86352e-07 1.1562e-06 1.16419e-05 5.6134e-07 1.04091e-06 1.4002e-05 4.84302e-07 -1.089e-05 1.07136e-06 2.86617e-07 -1.05248e-05 1.05157e-06 3.78426e-07 -1.41552e-07 5.66573e-07 8.76233e-06 2.1295e-05 -8.74577e-07 -1.23482e-07 -2.01904e-06 -1.77522e-05 7.9186e-07 -1.4391e-06 6.44612e-07 -1.39684e-06 9.86783e-06 7.97615e-07
internal_weight=0 1142 1122 1979 1099 59 1040 1020 42 978 48 930 908 60 848 823 799 769 115 46 654 631 475 72 403 365 345 320 41 297
internal_count=3121 1142 1122 1979 1099 59 1040 1020 42 978 48 930 908 60 848 823 799 769 115 46 654 631 475 72 403 365 345 320 41 297
is_linear=0
shrinkage=0.1


Tree=5130
num_leaves=31
num_cat=0
split_feature=130 40 120 33 9 3 34 104 9 46 1 1 1 1374 9 43 481 1 1374 0 0 151 15 457 50 3 1 3 1 1
split_gain=2.43684e-07 5.36819e-07 3.84598e-07 3.59475e-07 2.90937e-07 1.29872e-06 3.09615e-07 6.8612e-07 4.79647e-07 2.82691e-07 3.15259e-07 2.40669e-06 2.27857e-06 1.39259e-06 1.09215e-06 2.77392e-06 9.73763e-07 9.33013e-07 8.31559e-07 1.59332e-06 6.85482e-07 1.5601e-06 9.22703e-07 7.60946e-07 7.04429e-07 9.30317e-07 1.95066e-06 1.18266e-06 1.113e-06 1.07018e-06
threshold=-0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.044254999999999996 0.091600000000000015 -0.13309499999999996 -0.097449999999999981 0.086600000000000024 0.081890000000000004 0.096120000000000011 0.092390000000000014 0.093100000000000002 0.093700000000000019 -0.035729999999999991 -1.0000000180025095e-35 -0.079734999999999986 -0.066814999999999986 0.094465000000000007 -0.096434999999999979 -0.23001499999999997 -0.20211999999999997 -0.080284999999999981 -0.037864999999999989 0.09228500000000002 0.091320000000000012 0.11658 0.11453000000000001 0.10299500000000002 0.10293500000000001 0.10471500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5 8 9 10 18 -12 -13 -14 15 -15 -16 -18 -8 -20 21 -19 -23 24 25 27 -27 28 -22 -30
right_child=1 2 -4 4 5 -7 7 -9 -10 -11 11 12 13 14 16 -17 17 20 19 -21 23 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=1.0255176122249713e-05 -1.6406375616497827e-05 1.2967262052500571e-05 1.2382691934362811e-05 1.2366988505618794e-05 1.1422617702313195e-05 -2.1001863469791718e-05 -1.5270883586605454e-05 -1.8128414404557026e-05 1.5070481398045863e-05 9.5604136974240349e-06 -3.1196681730863124e-05 3.1662040293581198e-05 2.3700989270567096e-05 9.9684948054346021e-07 1.6922568104657137e-05 -4.5688378368140551e-05 -2.1471552812120839e-05 1.0326550239948451e-05 2.1292692427606028e-05 3.4758405095091139e-07 1.0858419428517584e-05 -3.7367704408097779e-05 -7.72374220549041e-06 -1.8203092111350643e-05 -7.5349718852784894e-06 3.7969810710776426e-05 2.14311591889782e-06 -2.3117896870687782e-05 -1.8706267744825958e-05 3.9035039362544309e-07
leaf_weight=23 20 21 25 20 21 30 33 21 21 30 27 21 21 35 28 20 24 22 37 1974 92 21 21 23 95 21 55 21 33 265
leaf_count=23 20 21 25 20 21 30 33 21 21 30 27 21 21 35 28 20 24 22 37 1974 92 21 21 23 95 21 55 21 33 265
internal_value=0 -7.61392e-08 2.99702e-08 -7.11821e-08 -1.61488e-07 -7.65061e-06 -3.33615e-08 -1.17119e-07 1.15328e-08 -9.6805e-08 -1.97088e-07 -1.82178e-06 -8.52197e-07 -1.70891e-06 -2.39655e-06 -1.59796e-05 -1.36039e-06 -2.0991e-06 4.7457e-07 7.32949e-07 -1.40412e-06 -1.12459e-05 -2.25457e-05 -3.6301e-07 3.4201e-07 1.87859e-06 1.20426e-05 -8.88633e-10 1.24387e-06 -1.72438e-06
internal_weight=0 3098 3078 3053 3032 51 2981 2961 2940 2919 2889 845 818 797 776 55 721 693 2044 2011 669 64 42 605 582 487 76 411 390 298
internal_count=3121 3098 3078 3053 3032 51 2981 2961 2940 2919 2889 845 818 797 776 55 721 693 2044 2011 669 64 42 605 582 487 76 411 390 298
is_linear=0
shrinkage=0.1


Tree=5131
num_leaves=31
num_cat=0
split_feature=403 484 481 403 50 4 2 15 3 2 3 402 133 133 133 42 403 16 0 52 1209 132 403 393 1204 1209 403 12 403 1213
split_gain=2.3927e-07 2.69792e-06 5.50922e-06 1.61343e-06 1.21211e-06 2.16179e-06 1.30842e-06 2.08255e-06 2.65548e-06 1.93958e-06 1.13971e-06 1.11341e-06 1.41687e-06 2.83643e-06 2.65335e-06 1.57308e-06 1.14897e-06 8.39046e-07 9.41527e-07 7.02451e-07 4.64666e-07 4.63856e-07 1.03759e-05 7.50736e-06 3.05003e-06 5.65311e-07 3.82922e-07 6.98806e-07 4.33017e-07 1.69233e-06
threshold=-0.084339999999999984 -0.081614999999999979 -0.081614999999999979 -0.083444999999999991 0.090630000000000016 -0.078629999999999992 0.084985000000000019 0.08517000000000001 -0.082794999999999994 0.085625000000000021 -0.082974999999999979 -0.45454999999999995 0.41553500000000004 0.40945500000000007 0.26753000000000005 0.089015000000000025 -0.14125499999999999 -0.082779999999999979 -0.086409999999999987 0.048520000000000008 -0.092099999999999987 -0.083284999999999984 -0.074254999999999988 0.10706500000000001 -0.016569999999999994 -0.065739999999999979 -0.078754999999999978 0.088845000000000021 -0.037174999999999993 -0.0043299999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 6 -6 7 10 -9 -8 17 -11 13 14 15 16 -13 18 -4 -18 -5 22 -22 25 -24 -23 27 -27 29 -28
right_child=3 2 4 20 5 -7 9 8 -10 11 -12 12 -14 -15 -16 -17 19 -19 -20 -21 21 23 24 -25 -26 26 28 -29 -30 -31
leaf_value=-3.1406837327869371e-05 -2.8672450552420516e-05 5.1397124353452058e-05 1.0347163749559382e-06 1.5022852894617246e-05 3.7512835300882827e-05 -4.1068826528946656e-06 3.0230704476707615e-05 -5.3441891820208797e-06 -5.1708785377697847e-05 2.0705356539110653e-05 2.0525070005367691e-05 -1.8789417156138093e-05 -2.0596657348946655e-05 3.6423834054793201e-05 -2.6842655383266644e-05 2.8717011991830078e-05 1.6428860277528656e-05 1.1683446605491641e-05 -2.5137279320646216e-05 -5.7000598399799159e-06 6.0149184936822823e-05 -1.3314694908217463e-05 -4.2925325287797024e-05 -6.1632160941371702e-05 -4.1149803522515599e-07 2.1304398907649678e-05 4.86897439176656e-06 -4.2539911373751244e-06 1.008397136444636e-07 -3.19955770373781e-05
leaf_weight=23 20 23 28 20 24 26 25 30 21 25 22 26 33 21 35 22 32 21 27 26 28 32 20 20 108 23 33 20 2287 20
leaf_count=23 20 23 28 20 24 26 25 30 21 25 22 26 33 21 35 22 32 21 27 26 28 32 20 20 108 23 33 20 2287 20
internal_value=0 2.02889e-06 3.67562e-06 -3.77868e-07 1.20356e-06 1.58706e-05 -6.57741e-07 -8.04725e-06 -2.44355e-05 3.83629e-06 4.81321e-07 8.36924e-07 -1.71031e-06 2.13691e-06 -2.96966e-06 4.91294e-06 -1.32146e-06 -5.32082e-06 -1.18134e-05 6.509e-06 -1.61134e-07 -2.7834e-07 5.00788e-06 -6.17005e-07 -7.05428e-06 -1.11703e-07 6.55923e-08 9.41678e-06 -1.06246e-07 -9.04218e-06
internal_weight=0 490 467 2631 444 50 394 149 51 245 98 220 195 162 141 106 84 76 55 58 2611 2591 156 2435 128 2415 2383 43 2340 53
internal_count=3121 490 467 2631 444 50 394 149 51 245 98 220 195 162 141 106 84 76 55 58 2611 2591 156 2435 128 2415 2383 43 2340 53
is_linear=0
shrinkage=0.1


Tree=5132
num_leaves=31
num_cat=0
split_feature=394 403 133 480 481 13 481 156 472 1456 12 133 1375 133 475 475 51 42 1447 0 0 42 160 160 16 160 42 401 15 15
split_gain=2.63249e-07 1.77944e-06 2.56803e-07 1.23541e-06 9.54694e-07 2.70098e-06 1.0049e-06 1.07434e-06 8.92098e-07 1.19467e-06 8.91387e-07 7.81241e-07 3.83192e-06 3.25167e-06 2.07983e-06 1.84196e-06 1.35075e-06 1.40896e-06 6.95972e-07 6.73007e-07 9.20596e-07 1.21799e-06 6.65452e-07 7.1471e-07 1.17658e-06 1.16486e-06 1.41469e-06 9.76248e-07 1.10792e-06 2.06351e-06
threshold=0.013605000000000001 -0.074254999999999988 0.0033250000000000003 0.11191000000000002 -0.087424999999999989 -0.08645499999999999 -0.081334999999999977 -0.087199999999999986 -0.065034999999999996 0.11253500000000001 0.14472000000000004 0.08622500000000001 -0.15308499999999997 0.085760000000000017 -0.0070399999999999994 -0.085359999999999978 0.081440000000000026 0.086035000000000014 0.059120000000000013 -0.091354999999999978 -0.086074999999999985 -0.084624999999999992 -0.43215499999999996 -0.089549999999999991 -0.0064149999999999997 -0.054789999999999998 -0.16797499999999996 1.0000000180025095e-35 0.101845 0.097020000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 18 4 5 -4 -6 -8 -9 10 11 13 -13 14 -10 -14 17 19 -1 -16 -21 -22 -17 24 -24 -25 -27 28 29 -28
right_child=1 -3 3 -5 6 -7 7 8 9 -11 -12 12 15 -15 16 22 -18 -19 -20 20 21 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=-6.3468583992232626e-07 2.5739506891871618e-05 -8.4286265233198979e-06 9.2687974529326321e-06 2.5695856538732188e-05 1.7413106370194991e-05 -3.9839152928574815e-05 -2.0269915394995527e-05 2.0606406210192845e-05 -2.911586366735719e-05 -2.3507679164573858e-05 2.0635252406503679e-05 -4.3981381404591962e-05 2.9575669603738268e-05 3.8508647686217895e-05 -9.3190850510955389e-06 -1.587552735073856e-05 2.3459208432541348e-05 -2.0802252533030696e-05 -1.8939674642058977e-05 2.6442038266812535e-05 1.8488886465862521e-05 -1.1568628865786326e-05 1.5375320666360745e-06 -1.8000988783521614e-05 2.8697524310866194e-05 -2.3143233156588395e-05 4.2555515139471798e-07 2.1350344025489429e-05 1.6701950268103055e-05 -3.0950131242041771e-05
leaf_weight=1903 27 35 24 20 37 21 24 23 20 20 23 20 21 27 23 27 32 25 21 24 26 28 58 38 22 25 444 23 38 22
leaf_count=1903 27 35 24 20 37 21 24 23 20 20 23 20 21 27 23 27 32 25 21 24 26 28 58 38 22 25 444 23 38 22
internal_value=0 6.45104e-06 -1.30751e-07 1.06218e-06 6.20319e-07 -1.36482e-05 1.2204e-06 6.40409e-07 1.13778e-06 6.83644e-07 1.1845e-06 7.10091e-07 -8.06908e-07 6.17129e-06 1.26618e-06 3.95723e-07 5.11201e-06 4.52405e-07 -8.3448e-07 5.71346e-06 1.01461e-05 2.90351e-06 -4.83443e-07 1.36835e-07 9.00653e-06 -1.06584e-06 9.99906e-08 1.20261e-06 2.8317e-07 -1.0557e-06
internal_weight=0 62 3059 1135 1115 45 1070 1033 1009 986 966 943 738 205 178 718 158 126 1924 101 78 54 697 670 80 590 552 527 504 466
internal_count=3121 62 3059 1135 1115 45 1070 1033 1009 986 966 943 738 205 178 718 158 126 1924 101 78 54 697 670 80 590 552 527 504 466
is_linear=0
shrinkage=0.1


Tree=5133
num_leaves=31
num_cat=0
split_feature=132 1185 394 50 448 447 447 2 97 34 33 34 9 2 149 43 151 1 4 151 1372 457 43 43 124 457 160 150 0 1373
split_gain=2.65684e-07 1.75305e-06 5.2363e-07 2.52891e-07 2.28694e-07 6.65755e-07 3.39537e-07 3.2599e-07 3.07227e-07 7.56133e-07 6.70058e-07 7.59916e-07 1.0855e-06 9.75006e-07 2.91707e-07 3.55482e-07 3.55274e-07 1.32742e-06 1.64608e-06 5.75705e-07 3.94329e-07 3.99171e-07 1.48803e-06 6.14872e-07 6.01626e-07 8.42576e-07 1.36241e-06 6.44295e-07 2.89453e-06 1.73853e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.013605000000000001 0.09227500000000001 0.068920000000000023 0.094005000000000019 0.088380000000000014 0.10045500000000002 -0.086464999999999986 -0.08786999999999999 1.0000000180025095e-35 -0.057544999999999992 0.091600000000000015 -1.0000000180025095e-35 0.075040000000000009 -0.089499999999999982 0.056735000000000001 0.095025000000000012 -0.010024999999999997 1.0000000180025095e-35 -0.082274999999999987 0.085360000000000005 -0.081674999999999984 -1.0000000180025095e-35 -0.082135 0.032140000000000009 0.081905000000000019 0.090480000000000019 -0.086554999999999979 0.086880000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 8 -8 -3 -10 11 -11 13 -13 16 -16 19 18 -18 20 -15 24 -23 -24 -22 27 -27 29 -29 -26
right_child=1 4 -4 -5 -6 -7 7 -9 9 10 -12 12 -14 14 15 -17 17 -19 -20 -21 21 22 23 -25 25 26 -28 28 -30 -31
leaf_value=-3.6706889526111149e-07 2.9043178784333925e-05 -1.1671089503744787e-05 -1.8359469513164924e-05 -1.0768858941513895e-05 -1.0610836584419303e-05 1.4694823736253086e-05 -1.6269656702206706e-05 8.5899234250064191e-07 1.4797950238322042e-05 1.6863311811397985e-05 -1.4856859637196369e-05 1.6136835811745474e-05 -1.7492855464037608e-05 1.3153001086523191e-05 4.8243548202922941e-06 -1.0549300849612887e-05 9.2863509884669593e-06 2.0327603147635298e-05 -2.6676776701606287e-05 -1.3817110962008884e-05 8.1072817465610576e-06 2.6633694586472791e-05 -1.6361244762634895e-05 5.4015131950477925e-06 -2.1946978193027854e-07 1.8156658516090829e-06 -3.2734711277000665e-05 3.9661250311837649e-05 -1.2355612441593702e-05 -2.7287650891594242e-05
leaf_weight=174 21 22 21 27 20 31 25 20 35 27 30 38 35 23 21 53 35 39 20 30 83 26 20 37 2095 25 21 20 23 24
leaf_count=174 21 22 21 27 20 31 25 20 35 27 30 38 35 23 21 53 35 39 20 30 83 26 20 37 2095 25 21 20 23 24
internal_value=0 2.55323e-07 -3.33414e-06 -1.76432e-06 4.52654e-08 1.19836e-07 -3.9989e-08 -8.65692e-06 9.93934e-08 1.93216e-07 5.6324e-09 1.71078e-07 2.15317e-09 2.34711e-07 1.84772e-09 -6.18651e-06 1.83497e-07 6.21557e-06 -3.79115e-06 -5.01306e-08 1.22172e-07 -4.07441e-09 6.80852e-06 -2.23454e-06 -2.50886e-07 -5.65074e-07 -1.39573e-05 -2.80133e-07 1.18383e-05 -5.26047e-07
internal_weight=0 2899 222 201 2878 2858 2827 45 2782 2760 2725 2695 2668 2633 2595 74 2521 94 55 2427 2397 2374 83 57 2291 2208 46 2162 43 2119
internal_count=3121 2899 222 201 2878 2858 2827 45 2782 2760 2725 2695 2668 2633 2595 74 2521 94 55 2427 2397 2374 83 57 2291 2208 46 2162 43 2119
is_linear=0
shrinkage=0.1


Tree=5134
num_leaves=31
num_cat=0
split_feature=394 132 130 1208 1208 1209 1209 1209 1212 1212 1212 1212 1213 1210 403 42 402 1213 401 402 1212 1211 1204 1203 43 130 12 130 1186 129
split_gain=2.35262e-07 1.62513e-06 1.77396e-06 2.40315e-07 4.11461e-07 4.84929e-07 3.85368e-07 4.20437e-07 2.68171e-07 2.34999e-06 1.47757e-06 4.59946e-07 4.19189e-07 7.18751e-07 4.92306e-07 1.81285e-06 4.11782e-07 1.50936e-06 3.58238e-07 1.61449e-06 3.46334e-07 1.07896e-06 3.57627e-07 3.59726e-07 3.42327e-07 6.88697e-07 4.99475e-07 4.06825e-07 3.67576e-07 6.95127e-07
threshold=0.013605000000000001 -0.083174999999999985 -0.11198999999999999 0.11846000000000001 0.10383000000000002 -0.092099999999999987 -0.085894999999999985 -0.077594999999999983 -0.089544999999999986 -0.070754999999999985 -0.121045 -0.009474999999999999 -0.24064499999999997 -0.13847499999999999 -0.50275999999999987 0.086325000000000013 -0.45454999999999995 0.0036000000000000003 -0.078179999999999986 -0.41103999999999991 0.12799000000000002 0.10904000000000001 0.057120000000000011 -1.0000000180025095e-35 -0.45785999999999999 -0.22562499999999999 0.10016000000000001 -0.088284999999999988 0.090275000000000008 -0.077709999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -7 -8 10 -10 -9 -11 -13 -14 15 -15 17 -16 -18 -20 21 22 23 -21 26 -26 -25 -27 29 -29
right_child=1 2 -4 -5 -6 6 7 8 9 11 -12 12 13 14 16 -17 18 -19 19 20 -22 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=1.1969981071822326e-05 -1.652351604120451e-05 -2.6141315521228882e-06 3.8999855187284998e-05 9.4494331628643881e-06 -1.1485081574136304e-05 -1.3717959951637092e-05 1.2298125112566696e-05 -1.7129314281762957e-06 -3.2985004615552911e-05 1.061025556200781e-05 2.5455644943296928e-05 -1.2285535699604601e-05 1.7030147910190865e-05 7.1775910285509786e-06 2.7029993978668126e-05 -2.7342484049611439e-05 1.3024107707906297e-05 -1.0532274682191201e-05 -2.8025219182295374e-05 1.2578120004036465e-05 -1.2972952840971716e-05 2.3057043172229897e-05 -1.3257196372337821e-05 -1.1639180105372694e-07 -1.8949390687339476e-05 1.3887320528738201e-05 1.6968718698048439e-05 -1.6509085340927681e-05 1.2429887275092453e-05 -3.6991543718795003e-07
leaf_weight=33 21 21 20 26 32 21 27 87 22 39 26 29 24 32 23 29 20 20 21 22 21 20 21 44 20 20 28 27 22 2303
leaf_count=33 21 21 20 26 32 21 27 87 22 39 26 29 24 32 23 29 20 20 21 22 21 20 21 44 20 20 28 27 22 2303
internal_value=0 6.09849e-06 1.76854e-05 -1.23612e-07 -2.05676e-07 -8.54019e-08 -2.19441e-07 -1.23252e-07 -2.38107e-07 -4.30386e-07 4.53825e-06 -1.73222e-07 -3.26374e-07 -1.98728e-07 -3.52272e-07 -9.23359e-06 -1.46436e-07 9.55917e-06 -3.07633e-07 -4.11423e-07 -1.83836e-07 -7.75557e-08 -2.62116e-07 -1.52342e-07 -2.66007e-07 -4.70504e-07 6.52782e-06 -3.14695e-07 -4.3546e-07 -5.56936e-07
internal_weight=0 62 41 3059 3033 3001 2968 2947 2920 2807 113 2785 2746 2717 2693 61 2632 43 2589 2569 2548 2527 2507 2486 2464 2392 72 2372 2352 2330
internal_count=3121 62 41 3059 3033 3001 2968 2947 2920 2807 113 2785 2746 2717 2693 61 2632 43 2589 2569 2548 2527 2507 2486 2464 2392 72 2372 2352 2330
is_linear=0
shrinkage=0.1


Tree=5135
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 130 40 120 9 9 9 34 11 1 45 41 12 2 2 2 1429 2 15 475 48 16 15 0 0 1 13
split_gain=2.6101e-07 7.04175e-06 3.65921e-06 1.10967e-06 2.57847e-07 4.90222e-07 3.1211e-07 2.83063e-07 7.99215e-07 5.24224e-07 4.10112e-07 7.24993e-07 3.53973e-07 3.42867e-07 3.3725e-07 1.03047e-06 3.42066e-07 1.68194e-06 1.83687e-06 1.21754e-06 9.44077e-07 1.0286e-06 9.30274e-07 9.12339e-07 8.56727e-07 7.26325e-07 6.81516e-07 8.15497e-07 3.08518e-06 7.61592e-07
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.23123999999999997 -0.24290999999999999 0.091385000000000008 0.092410000000000006 0.088235000000000022 0.10750500000000002 -0.08786999999999999 -1.0000000180025095e-35 0.15799000000000005 0.084355000000000013 0.086565000000000017 0.087075000000000014 0.11682500000000001 0.11510000000000002 0.11411 -0.094049999999999981 0.12299 -0.052074999999999989 0.016915000000000003 0.12474000000000002 0.63636000000000015 -0.083359999999999976 0.13134000000000004 0.10455500000000001 0.10325000000000002 -0.17933499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 7 8 10 -9 -7 -12 13 14 16 -16 17 18 19 22 21 25 -13 24 26 -18 27 29 -29 -21
right_child=2 -3 4 -5 5 6 -8 9 -10 -11 11 12 -14 -15 15 -17 20 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.4092091568569088e-09 -4.0879618924546691e-05 5.8389579100462258e-05 1.060486057885219e-05 -2.4844430058692527e-05 -1.5626880813215394e-05 1.2064460400194678e-05 1.1948787933265109e-05 1.9906337779502796e-05 -1.8304119495837768e-05 -2.0148556965674898e-06 -1.7779133830354903e-05 -6.3490260799881075e-07 -1.2301959095170987e-05 9.4646289175542718e-06 2.1538376982890542e-05 -6.6368408879498021e-06 -1.4496660157325599e-05 2.4639136968370882e-05 -2.9458858798967587e-05 -1.3811992893782814e-05 1.2880089102896828e-07 -2.6779110081523902e-05 -3.0123949071149465e-05 2.1326747255876574e-05 1.9579434529473276e-05 9.0212483807287455e-06 1.1713582970060088e-05 -4.3211236989009197e-05 7.1654563373979934e-06 4.7880709891927606e-07
leaf_weight=178 22 21 23 20 20 28 22 20 24 24 23 20 23 39 27 25 29 28 21 38 223 31 23 21 23 24 50 20 31 2000
leaf_count=178 22 21 23 20 20 28 22 20 24 24 23 20 23 39 27 25 29 28 21 38 223 31 23 21 23 24 50 20 31 2000
internal_value=0 3.32896e-06 -2.51219e-07 -2.51081e-06 5.91364e-08 -2.57609e-08 8.42223e-08 -8.50251e-09 -1.34863e-07 7.94932e-06 2.38784e-08 -1.00114e-07 5.07082e-08 1.56997e-07 1.91852e-08 7.9926e-06 -1.41395e-07 2.81425e-07 -2.2098e-08 2.55607e-07 -3.27467e-06 -1.23101e-05 -1.64081e-05 5.83844e-07 3.82363e-07 -3.84704e-06 1.75943e-07 -1.00209e-07 -1.25901e-05 2.12345e-07
internal_weight=0 219 2902 198 2880 2857 2837 2815 2771 44 2747 2719 2696 2673 2634 52 2582 2275 2247 2226 307 84 43 2183 2162 53 2139 2089 51 2038
internal_count=3121 219 2902 198 2880 2857 2837 2815 2771 44 2747 2719 2696 2673 2634 52 2582 2275 2247 2226 307 84 43 2183 2162 53 2139 2089 51 2038
is_linear=0
shrinkage=0.1


Tree=5136
num_leaves=31
num_cat=0
split_feature=393 132 4 1204 1203 484 1452 1452 1452 42 1452 51 1453 1455 158 0 4 158 158 480 447 447 484 4 2 4 158 482 159 0
split_gain=2.36677e-07 4.98322e-06 6.12791e-06 3.66337e-07 3.97247e-07 2.20949e-07 4.153e-07 3.2207e-07 3.67751e-07 6.09342e-07 4.16413e-07 5.8095e-07 3.426e-07 4.94197e-07 7.32338e-07 1.02153e-06 9.34627e-07 4.0862e-07 1.05896e-06 3.68458e-07 3.67044e-07 6.00839e-07 3.90178e-07 1.03981e-06 1.29671e-06 1.33161e-06 7.11598e-07 8.4967e-07 7.03904e-07 1.83007e-06
threshold=0.10585500000000002 -0.083284999999999984 -0.081984999999999988 0.058775000000000008 -1.0000000180025095e-35 -0.52850499999999989 0.11769000000000002 0.10669000000000002 0.088500000000000009 0.08511500000000001 0.086765000000000023 -0.4680149999999999 -0.07303999999999998 -0.24112999999999998 0.11245500000000001 -0.082284999999999983 -0.072334999999999997 0.10544500000000002 0.10737500000000001 -0.080264999999999989 0.10326500000000001 0.09227500000000001 -0.093244999999999981 -0.064804999999999988 0.084145000000000011 -0.0070899999999999991 -0.46413499999999996 0.11117500000000001 0.10545500000000001 0.030935000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 8 10 -10 11 -7 -13 -14 17 -16 -17 19 -19 -15 21 22 23 -21 -25 -26 -24 28 -28 -30
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 -12 12 13 14 15 16 -18 18 -20 20 -22 -23 26 24 25 -27 27 -29 29 -31
leaf_value=1.1816919504781254e-05 4.1113530955044557e-05 -5.5146865396338286e-05 2.219656378743128e-05 -1.3617599162216722e-05 -1.0625173217704287e-05 1.6041180250877834e-05 1.2755343548633391e-05 -1.2834715207645785e-05 2.1385493463250377e-05 -6.7634873337210015e-07 -1.3957063246876217e-05 -9.5798737931592114e-06 1.4455853765273629e-05 1.3333479628272472e-05 -2.8914748102016307e-05 1.1740481576176219e-05 -1.7817476382333553e-05 2.5487012168344916e-05 -3.0133294025347371e-06 2.4539584616001737e-05 1.2877156538187202e-05 -1.496656007020647e-05 -1.9272537638244107e-05 -2.1612491837004201e-05 -5.7420732929358568e-06 2.4725749510532927e-05 -1.7298878315564815e-07 1.969542913468017e-05 -1.1281262265914968e-06 -3.4250255628814393e-05
leaf_weight=28 25 20 21 20 20 22 25 20 21 31 22 39 23 20 21 23 20 22 32 23 21 28 20 20 32 26 2364 21 69 22
leaf_count=28 25 20 21 20 20 22 25 20 21 31 22 39 23 20 21 23 20 22 32 23 21 28 20 20 32 26 2364 21 69 22
internal_value=0 5.92468e-06 -1.55319e-05 -1.27991e-07 -3.90975e-08 -1.49496e-07 -7.93542e-08 -1.87682e-07 -1.01706e-07 8.23324e-06 -2.51678e-07 -1.46546e-07 -2.71679e-07 -1.42353e-07 -2.62956e-07 -1.08364e-05 -2.00741e-06 -1.41694e-08 8.59792e-06 -1.88608e-07 -2.90816e-07 -3.96159e-07 -2.39066e-07 5.85429e-06 3.4453e-07 7.91592e-06 -4.85632e-07 -3.3388e-07 -5.05211e-07 -9.13567e-06
internal_weight=0 66 41 3055 3035 3007 2987 2962 2942 52 2890 2868 2846 2807 2784 64 43 2720 54 2666 2646 2625 2597 101 78 58 2496 2476 2455 91
internal_count=3121 66 41 3055 3035 3007 2987 2962 2942 52 2890 2868 2846 2807 2784 64 43 2720 54 2666 2646 2625 2597 101 78 58 2496 2476 2455 91
is_linear=0
shrinkage=0.1


Tree=5137
num_leaves=31
num_cat=0
split_feature=132 1185 1203 448 0 48 0 1 45 11 33 47 3 1 47 47 47 52 47 3 12 1375 2 49 49 4 12 12 1210 403
split_gain=2.70598e-07 1.79531e-06 7.92849e-07 2.07461e-07 6.44981e-07 9.18548e-07 3.71598e-07 1.2504e-06 3.33618e-07 1.71626e-06 6.61428e-07 4.58706e-07 3.32487e-06 5.18711e-06 2.15022e-06 1.0998e-06 3.73157e-07 6.3028e-07 5.68081e-07 6.80832e-07 5.20618e-07 3.41739e-07 9.37882e-07 5.67713e-07 5.56738e-07 7.80236e-07 4.6072e-07 1.81916e-06 1.19137e-06 1.20893e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.068920000000000023 -0.24955499999999997 0.10607000000000001 -0.23051499999999997 0.088975000000000012 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 -0.0049599999999999991 0.12811000000000003 0.091210000000000013 0.097970000000000015 0.10843500000000002 -0.0027449999999999996 0.11939500000000002 -0.078244999999999995 0.096475000000000019 0.084665000000000018 0.088850000000000012 0.15665000000000004 0.12011500000000001 0.056795000000000005 0.085565000000000016 0.085785000000000014 -0.089089999999999989 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 7 -6 9 -8 -11 14 15 -14 21 -13 17 -17 19 -18 -20 23 -23 24 26 -26 28 -28 -12 -30
right_child=1 3 -4 -5 6 -7 8 -9 -10 10 11 12 13 -15 -16 16 18 -19 20 -21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-1.0944468498302141e-06 2.9390428194563443e-05 2.5357903041367535e-05 -1.9095246112296344e-05 -1.0104246290438824e-05 8.0758412802121416e-06 -3.2800471845326863e-06 2.5767351906744385e-05 -2.3294671868993814e-05 -1.0405690576078541e-05 -1.5621549802610254e-05 -2.5437589309668901e-05 -2.2804330367199286e-05 6.6728019020843022e-05 -2.9054296053642325e-06 -3.1427734649531139e-05 -1.5112467362763336e-06 2.1590389280845558e-07 1.742477250630259e-05 1.6019885716408074e-05 -2.2065031247583042e-05 -3.7402613997983284e-06 2.3268211518133407e-05 -2.5832400158126096e-06 1.3943201494320029e-05 -1.9931685453818372e-05 2.3960533436083696e-06 2.7221403937661452e-05 5.1667384601979056e-07 7.1389700833799694e-06 -2.983316773406401e-06
leaf_weight=194 21 24 28 20 24 21 26 27 30 27 21 21 20 23 22 39 32 32 24 24 30 23 36 28 34 29 26 1351 141 723
leaf_count=194 21 24 28 20 24 21 26 27 30 27 21 21 20 23 22 39 32 32 24 24 30 23 36 28 34 29 26 1351 141 723
internal_value=0 2.57686e-07 -3.36482e-06 4.51122e-08 1.16136e-07 1.19935e-05 -7.38681e-08 -8.53208e-06 8.23117e-08 1.9748e-07 -4.82023e-08 1.08752e-07 4.23313e-06 2.94822e-05 -3.06397e-07 -1.14168e-06 1.37167e-06 7.0233e-06 -2.2762e-06 -9.33307e-06 5.04203e-06 -2.25372e-08 7.49444e-06 -2.11021e-07 -3.8148e-07 -9.65384e-06 -1.23232e-07 1.0209e-06 -1.90343e-06 -1.33142e-06
internal_weight=0 2899 222 2878 2858 45 2813 51 2762 2732 2706 2679 245 43 2434 202 181 71 110 56 54 2412 59 2353 2325 63 2262 1377 885 864
internal_count=3121 2899 222 2878 2858 45 2813 51 2762 2732 2706 2679 245 43 2434 202 181 71 110 56 54 2412 59 2353 2325 63 2262 1377 885 864
is_linear=0
shrinkage=0.1


Tree=5138
num_leaves=31
num_cat=0
split_feature=50 132 1211 0 0 1 4 13 4 52 0 160 484 12 50 1186 50 50 50 403 12 402 1212 50 4 1185 3 481 3 3
split_gain=2.40667e-07 6.98084e-06 4.87822e-06 6.37874e-07 1.46236e-06 1.29199e-06 1.61075e-06 1.0329e-06 9.68e-07 8.78498e-07 1.31107e-06 8.53258e-07 7.15318e-07 6.70204e-07 6.35209e-07 4.83187e-07 3.76177e-07 1.26122e-06 8.2391e-07 6.80002e-07 1.92178e-06 6.44941e-07 5.09506e-07 6.06697e-07 4.93055e-06 4.80933e-07 4.03656e-07 1.0171e-06 9.19755e-07 2.0635e-06
threshold=0.096900000000000014 -0.083284999999999984 0.11048500000000001 -0.087634999999999977 -0.085754999999999984 0.10205500000000002 0.0012600000000000003 -0.085964999999999986 -0.077679999999999985 0.26746000000000009 -0.073309999999999986 -0.090764999999999985 -0.081684999999999994 0.091930000000000012 0.09481500000000001 -0.095479999999999982 0.090630000000000016 0.089890000000000012 0.09227500000000001 -0.53960999999999981 0.092355000000000007 0.23460000000000003 0.13592000000000001 0.083090000000000011 -0.083439999999999986 0.090595000000000009 -0.088084999999999983 -0.014304999999999998 -0.086424999999999988 -0.086049999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 -2 3 5 -5 6 11 8 -6 10 -9 -3 -13 -11 15 -1 17 19 -18 20 -17 22 23 25 -25 26 27 -21 -28 -30
right_child=1 2 -4 4 7 -7 -8 9 -10 13 -12 12 -14 -15 -16 16 18 -19 -20 21 -22 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=-1.2587581553699209e-05 5.7058106474207972e-05 -1.4346308941910407e-05 -4.7720285935308014e-05 2.6045529275193235e-05 3.7773457395360311e-06 1.812461370481406e-05 -3.3636874691183037e-05 2.9468059743052322e-05 -2.378182189357421e-05 -1.5087928293723962e-05 3.1908249945203987e-06 -7.3803726851250615e-06 1.4798120118388343e-05 5.253602531094816e-06 -1.4348543209052879e-05 -5.3483071496884808e-06 2.0348775173520804e-05 -2.4620218928681598e-05 -2.9733875139341267e-06 2.4007382967283776e-05 2.9242290296177344e-05 -1.658989096995356e-05 1.4696622573588368e-05 -1.8222522113978028e-05 4.1748764488147572e-05 -1.5937232274154666e-05 -9.7074740886020082e-06 1.0854206571658229e-06 2.7979802151094189e-05 -9.7200829490103192e-07
leaf_weight=31 22 37 21 29 25 23 20 31 26 25 49 26 33 46 32 36 28 21 33 20 29 24 23 29 26 20 117 603 25 1611
leaf_count=31 22 37 21 29 25 23 20 31 26 25 49 26 33 46 32 36 28 21 33 20 29 24 23 29 26 20 117 603 25 1611
internal_value=0 2.2486e-06 -8.35315e-07 1.82572e-06 5.04656e-06 -3.52688e-06 -7.81985e-06 2.03185e-06 -1.02724e-05 6.1876e-06 1.33733e-05 -2.4413e-06 5.02455e-06 -1.90891e-06 -3.4293e-07 -1.75449e-07 -2.99761e-08 -2.13208e-07 7.73187e-06 -1.32291e-08 1.00844e-05 -2.75978e-07 -1.17719e-07 -2.56735e-07 1.01275e-05 -4.95106e-07 -3.65121e-07 1.82128e-06 -1.14215e-06 -5.29591e-07
internal_weight=0 413 391 370 231 139 116 202 51 151 80 96 59 71 2708 2676 2645 2584 61 2563 65 2498 2474 2451 55 2396 2376 623 1753 1636
internal_count=3121 413 391 370 231 139 116 202 51 151 80 96 59 71 2708 2676 2645 2584 61 2563 65 2498 2474 2451 55 2396 2376 623 1753 1636
is_linear=0
shrinkage=0.1


Tree=5139
num_leaves=31
num_cat=0
split_feature=132 393 1203 133 480 480 480 43 16 1210 52 39 0 0 42 49 129 4 4 16 2 13 13 13 481 457 42 52 2 15
split_gain=2.94485e-07 1.53358e-06 6.15284e-07 2.30032e-07 9.96915e-07 8.26209e-07 6.49314e-07 5.88885e-07 2.1236e-06 1.67846e-06 8.82723e-07 8.08409e-07 7.85851e-07 3.82118e-06 2.20152e-06 1.22741e-06 1.14284e-06 1.27714e-06 3.6269e-06 1.26601e-06 1.114e-06 1.03535e-06 1.02293e-06 3.38353e-06 2.29789e-06 1.38663e-06 1.9177e-06 2.41485e-06 1.9105e-06 1.72215e-06
threshold=-0.083174999999999985 0.12069000000000002 0.088820000000000024 0.0033250000000000003 0.11191000000000002 0.093630000000000005 0.11240000000000001 0.055925000000000009 -0.056919999999999991 0.13089000000000003 1.0000000180025095e-35 0.10031500000000002 -0.067094999999999988 -0.069444999999999993 0.09858500000000002 0.092185000000000017 0.083780000000000007 -0.088784999999999989 -0.085964999999999986 -0.080029999999999976 0.098035000000000011 0.0015850000000000003 -0.086134999999999975 -0.085744999999999988 -0.082049999999999984 0.079590000000000008 0.083795000000000022 -0.015069999999999998 0.085345000000000018 -0.0088349999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 5 7 -2 9 10 11 -9 12 13 16 15 20 17 19 -19 -5 -14 -18 25 -24 -25 26 27 -20 -28 -30
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 -12 -13 14 -15 -16 -17 21 18 22 -21 -22 -23 23 24 -26 -27 28 -29 29 -31
leaf_value=-1.5101500788291888e-06 -3.754814757508625e-07 2.7194367395991109e-05 -1.7367639137384166e-05 -3.2205782609589338e-05 2.3325410445522721e-05 -1.7553311810540132e-05 -1.4750763563142755e-05 1.1024611306063229e-05 3.7679468205169543e-05 -2.7429761411483577e-05 -1.3356247283927251e-05 -1.737507786461008e-05 4.8181123723756998e-06 -3.9808265382421471e-05 2.9043157602054155e-05 2.2193323151110565e-05 2.5191405013304449e-06 4.3534855194593547e-05 4.6789676875610339e-05 1.7544824957093668e-06 -1.8373184278008172e-05 3.0517486749886304e-05 -3.9720711486987299e-05 2.9714265504784029e-05 -2.1365467749105747e-06 -1.753530046616189e-05 -2.3196706050167333e-05 5.7044837376452051e-07 2.0109904704604359e-06 3.2194766640714077e-05
leaf_weight=194 1737 21 28 23 20 24 32 33 20 21 27 23 53 23 38 22 28 20 26 21 34 25 23 24 403 22 23 20 89 24
leaf_count=194 1737 21 28 23 20 24 32 33 20 21 27 23 53 23 38 22 28 20 26 21 34 25 23 24 403 22 23 20 89 24
internal_value=0 2.68814e-07 -3.51019e-06 7.23454e-08 1.20148e-06 7.95168e-07 -6.3552e-07 1.20865e-06 9.45979e-06 5.38512e-07 5.32249e-08 1.14778e-06 1.60052e-06 3.5708e-07 8.31677e-06 1.09105e-06 1.55527e-06 5.09245e-07 1.58684e-06 -1.59975e-05 -4.24515e-06 1.57259e-05 3.04021e-07 -2.35881e-06 -3.46337e-07 6.1779e-06 9.04433e-06 2.66944e-05 3.07447e-06 8.4217e-06
internal_weight=0 2899 222 2878 1109 1089 1769 1065 80 985 60 964 941 794 147 109 771 718 674 44 87 53 654 450 427 204 182 46 136 113
internal_count=3121 2899 222 2878 1109 1089 1769 1065 80 985 60 964 941 794 147 109 771 718 674 44 87 53 654 450 427 204 182 46 136 113
is_linear=0
shrinkage=0.1


Tree=5140
num_leaves=31
num_cat=0
split_feature=394 394 1184 3 394 1176 1186 0 0 128 401 15 401 403 403 15 4 1208 1210 479 480 1456 52 131 42 52 52 50 1209 1209
split_gain=2.39401e-07 1.02879e-06 6.48845e-07 4.21073e-07 2.79692e-07 9.88363e-07 3.87583e-07 2.65101e-06 3.42848e-07 3.28668e-07 3.63384e-07 4.29747e-07 2.24269e-06 1.22282e-06 1.26672e-06 1.12671e-06 1.18799e-06 8.33186e-07 1.02478e-06 7.15595e-07 1.23645e-06 8.65757e-07 9.21166e-07 1.62972e-06 1.87688e-06 3.88606e-06 3.5798e-06 8.34739e-07 6.53719e-07 5.41646e-07
threshold=-0.15150999999999998 -0.11103499999999998 0.081725000000000006 -0.082594999999999988 -0.09139499999999999 1.0000000180025095e-35 0.0044650000000000011 -0.082284999999999983 0.22582000000000002 0.10724000000000002 0.13837000000000002 0.094425000000000023 1.0000000180025095e-35 -0.44023999999999991 -0.072624999999999981 0.092400000000000024 -0.078629999999999992 0.10233500000000001 -0.24369999999999997 0.10061500000000002 -0.077929999999999985 0.04871000000000001 0.51358000000000004 0.087870000000000018 0.090395000000000017 0.11277500000000001 0.10263500000000002 0.11051000000000001 0.10272000000000002 0.091045000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 -3 6 8 -8 9 10 11 15 13 -13 -15 17 -17 18 -6 20 -16 22 23 24 26 27 -22 -26 29 -20
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 -12 12 -14 14 19 16 -18 -19 28 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.7946587795449887e-05 2.2706365843987441e-05 1.1599940660830943e-05 -1.4441836287181604e-05 2.5734864357218614e-06 -2.1993361782722874e-05 -2.0193110361788059e-05 -1.2475991245862264e-05 3.2325697111446063e-05 -1.2408263618950017e-05 -6.7481057853643402e-06 -1.3144987642590422e-05 -2.0358788348554904e-05 3.1867472468477975e-05 2.0720781348397094e-05 2.63791874067465e-05 -3.3072194312245261e-05 -1.841368864539806e-06 1.6769409524689155e-05 1.9350872513550505e-07 -1.4070883676610939e-05 1.4383369552590131e-06 -1.8406629169476219e-05 1.9697000728532053e-05 -2.7046187096857469e-05 1.4563482788956673e-05 -3.9502400473933308e-05 4.8491873828673056e-05 -1.025821432222074e-05 1.8197831161614888e-05 -1.5228888048074188e-05
leaf_weight=20 20 21 31 20 21 24 28 25 22 68 20 24 26 36 20 21 29 30 2303 29 61 22 27 20 42 26 22 20 20 23
leaf_count=20 20 21 31 20 21 24 28 25 22 68 20 24 26 36 20 21 29 30 2303 29 61 22 27 20 42 26 22 20 20 23
internal_value=0 9.97967e-08 -4.79104e-08 -7.68655e-06 9.93542e-08 1.90909e-08 1.81601e-07 8.65688e-06 2.83985e-08 1.22421e-07 2.86811e-07 3.82005e-07 3.53432e-06 1.42354e-06 3.03208e-06 -1.01083e-07 -1.49583e-05 2.0883e-07 -1.06371e-09 8.2864e-07 2.49051e-06 4.99787e-07 2.40777e-06 -3.62533e-08 3.1228e-06 -7.05182e-06 1.39104e-05 6.55648e-06 1.95798e-07 4.10087e-08
internal_weight=0 3081 3061 40 3030 3009 2985 53 2932 2910 2842 2822 375 349 325 2447 50 2397 2367 289 260 240 218 191 171 88 83 62 2346 2326
internal_count=3121 3081 3061 40 3030 3009 2985 53 2932 2910 2842 2822 375 349 325 2447 50 2397 2367 289 260 240 218 191 171 88 83 62 2346 2326
is_linear=0
shrinkage=0.1


Tree=5141
num_leaves=31
num_cat=0
split_feature=1208 1209 52 0 13 1209 0 0 0 12 12 480 0 43 132 1204 43 43 2 403 43 1182 0 1210 0 15 0 9 2 2
split_gain=2.76267e-07 4.15667e-07 1.68066e-06 2.21125e-06 6.13137e-07 4.66645e-07 3.41037e-07 2.9387e-06 2.16151e-06 2.91653e-06 3.39353e-06 1.66722e-06 1.74388e-06 7.12712e-07 5.13116e-06 1.06039e-05 4.10337e-06 2.10632e-06 2.97297e-06 2.10328e-06 1.91065e-06 8.53298e-07 9.84498e-07 3.88633e-06 1.93574e-06 2.49644e-06 1.00529e-06 8.23282e-07 9.31948e-07 2.02633e-06
threshold=0.11846000000000001 0.091045000000000001 0.090245000000000006 -0.074824999999999989 -0.0097949999999999982 0.088060000000000013 -0.079829999999999998 -0.080119999999999983 -0.078704999999999983 0.09364500000000002 0.087695000000000009 0.11704500000000002 -0.080499999999999988 -0.011694999999999999 -0.083284999999999984 -0.079429999999999987 -0.010344999999999998 -0.014584999999999999 0.083935000000000023 -0.5341999999999999 -0.020444999999999994 0.086460000000000009 -0.083804999999999977 -0.086074999999999985 -0.082284999999999983 0.088235000000000022 -0.081584999999999977 0.088235000000000022 0.085235000000000019 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 7 11 9 10 -8 12 13 14 -1 -16 -15 19 -19 -17 -21 22 23 -18 25 -24 -26 28 29 -25
right_child=-2 2 -4 -5 -6 -7 8 -9 -10 -11 -12 -13 -14 16 15 17 21 18 -20 20 -22 -23 24 27 26 -27 -28 -29 -30 -31
leaf_value=3.7428659303067864e-05 1.0265057328349661e-05 8.1393844709509725e-06 1.5146777160715339e-05 -4.2729566612251805e-05 -1.402579924755488e-05 1.4009208020600759e-05 3.5681790041053322e-05 -3.8024116346811018e-05 2.6187140110933496e-07 4.857715525758977e-05 -1.86654856844581e-05 -2.9114489088897243e-05 2.5140753576932995e-05 -4.2481705444515685e-05 -7.2086211512214509e-05 -2.8151804190201802e-05 -4.5603670496348063e-05 5.1364269111218164e-05 -3.6268155963625759e-07 5.2287138045387705e-07 3.1822463652133595e-05 -2.1755122324975674e-05 1.9711633918315942e-06 1.9104010236029959e-06 -1.9828825944663866e-05 5.0278799189982241e-05 7.579795129686318e-06 -1.9908009259271934e-05 -2.747353284816431e-06 3.4060587627622725e-05
leaf_weight=38 26 24 26 20 26 24 20 21 1062 22 27 20 27 25 20 25 20 20 25 785 20 20 23 180 23 20 32 22 456 22
leaf_count=38 26 24 26 20 26 24 20 21 1062 22 27 20 27 25 20 25 20 20 25 785 20 20 23 180 23 20 32 22 456 22
internal_value=0 -8.6233e-08 -6.56355e-06 -1.46274e-05 -3.38651e-06 1.2111e-07 9.07177e-09 -8.29438e-07 1.37619e-06 1.8527e-05 4.46101e-06 -4.00975e-07 -8.24669e-08 -4.65928e-07 1.43825e-06 -8.98298e-08 -2.5734e-06 1.5558e-06 2.26271e-05 4.13383e-07 1.3005e-06 -1.35371e-06 -8.42399e-07 -2.15663e-06 8.54493e-06 2.44398e-05 -3.88199e-06 -8.78771e-07 -2.42535e-07 5.41191e-06
internal_weight=0 3095 96 70 50 2999 2975 1844 1131 69 47 1823 1803 1776 933 895 843 875 45 830 805 818 798 700 98 43 55 680 658 202
internal_count=3121 3095 96 70 50 2999 2975 1844 1131 69 47 1823 1803 1776 933 895 843 875 45 830 805 818 798 700 98 43 55 680 658 202
is_linear=0
shrinkage=0.1


Tree=5142
num_leaves=31
num_cat=0
split_feature=132 1185 132 403 4 50 131 132 42 1201 1200 1204 13 133 480 160 1447 159 403 51 51 16 50 15 49 2 475 156 15 160
split_gain=3.27191e-07 1.30093e-06 5.33954e-07 2.90356e-07 4.87755e-07 3.52787e-07 2.7602e-07 3.86285e-07 4.80613e-07 2.47603e-07 2.68189e-07 2.78063e-07 3.52435e-07 2.45591e-07 8.92955e-07 7.93813e-07 5.61361e-07 2.5975e-06 1.14381e-06 7.75294e-07 3.67025e-06 1.53052e-06 6.63599e-07 1.26732e-06 8.27245e-07 1.98057e-06 3.93363e-06 1.36431e-06 3.04232e-06 8.67157e-07
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 -0.090774999999999981 -0.085719999999999977 0.09227500000000001 -0.076979999999999979 -0.26625499999999996 -0.015274999999999999 -0.08261499999999998 0.090100000000000013 -0.016569999999999994 -0.0075049999999999987 0.0033250000000000003 0.11191000000000002 -0.53379499999999991 -0.085684999999999997 -0.085604999999999987 -0.55276999999999987 0.024995000000000003 0.090050000000000005 -0.079109999999999986 -0.099524999999999988 -0.067579999999999987 0.005085000000000001 0.087015000000000023 -0.085684999999999997 0.091255000000000017 -0.07490999999999999 0.069910000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -6 -8 -9 -3 11 12 -11 -13 15 -15 17 -17 -18 22 -21 -22 23 -20 29 -26 -27 28 -28 -24
right_child=1 9 -4 4 5 -7 7 8 -10 10 -12 13 -14 14 -16 16 18 -19 19 20 21 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=9.0507287896322124e-06 2.5082545454053965e-05 1.0921158298601985e-05 -1.8486974237351788e-05 -1.5500770161582167e-05 9.4358925707638277e-06 -1.1728967625948336e-05 -1.2237060305778869e-05 1.0529941124072398e-05 -6.0421960701465391e-06 1.6203942512523405e-05 -1.0503622157405819e-05 -7.5798135521724141e-07 -1.3187834145934507e-06 -1.7600214335328454e-05 2.2103343039816539e-05 -5.5247100455154718e-06 -2.095092533333324e-05 3.7865496621882565e-05 -4.979166628386752e-06 3.6517184707918207e-05 -1.730308280708701e-05 9.0995916786176596e-06 3.1177413691729377e-06 2.8963563107192223e-05 -2.7796344794686386e-05 3.881759166688426e-05 -1.1211943964687037e-06 1.4743349396192808e-05 -3.566484799341344e-05 -6.8132932074991846e-06
leaf_weight=21 21 21 22 28 30 26 25 35 35 24 24 1714 22 23 20 37 24 22 22 34 38 52 473 22 35 21 82 23 37 108
leaf_count=21 21 21 22 28 30 26 25 35 35 24 24 1714 22 23 20 37 24 22 22 34 38 52 473 22 35 21 82 23 37 108
internal_value=0 2.8333e-07 -3.70001e-06 -2.07344e-06 -3.37851e-06 -1.13067e-06 1.07377e-06 -1.5669e-06 2.24387e-06 1.02377e-07 2.28549e-08 1.12031e-07 7.82351e-06 -1.52486e-08 1.17119e-06 7.73614e-07 1.1839e-06 1.06547e-05 6.08438e-07 1.15482e-06 8.52618e-06 -2.0482e-06 4.41917e-08 1.19922e-05 -6.30664e-07 -6.21284e-06 -1.57835e-06 -7.5524e-06 -1.18617e-05 1.2717e-06
internal_weight=0 2899 222 200 179 151 125 95 70 2878 2857 2833 46 2787 1073 1053 1030 59 971 947 124 90 823 44 779 198 163 142 119 581
internal_count=3121 2899 222 200 179 151 125 95 70 2878 2857 2833 46 2787 1073 1053 1030 59 971 947 124 90 823 44 779 198 163 142 119 581
is_linear=0
shrinkage=0.1


Tree=5143
num_leaves=31
num_cat=0
split_feature=132 394 1203 1176 394 129 1182 471 1420 157 471 156 16 52 4 2 0 482 483 16 43 2 2 16 484 12 157 3 2 2
split_gain=2.70443e-07 1.16921e-06 1.03272e-06 2.38654e-07 2.72267e-07 2.55999e-07 4.75744e-07 3.03167e-07 4.30409e-07 7.28339e-07 4.35402e-07 6.08471e-07 2.92433e-07 1.13654e-06 1.08709e-06 1.5403e-06 2.55605e-06 5.4977e-07 1.02145e-06 7.69673e-07 1.32647e-06 1.01343e-06 9.63921e-07 1.45165e-06 1.27679e-06 1.48182e-06 1.10869e-06 1.09174e-06 9.55171e-07 9.49629e-07
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.086510000000000017 -0.099329999999999988 0.11234000000000001 0.086460000000000009 0.10693500000000002 0.056520000000000008 0.63397500000000007 0.094575000000000006 -0.094124999999999986 0.061255000000000011 -0.23375999999999997 -0.15289999999999995 0.082850000000000021 1.0000000180025095e-35 0.11562500000000002 -0.097364999999999993 0.22339500000000004 -0.05647499999999999 0.097845000000000015 0.11093500000000002 0.63636000000000015 0.064170000000000019 0.10016000000000001 -0.0041249999999999993 -0.081234999999999988 0.098260000000000014 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 7 8 9 10 11 -6 13 -13 15 -15 -17 18 -14 20 -20 -22 24 26 25 27 -24 28 29 -21
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 -12 12 17 14 -16 16 -18 -19 19 22 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.2050209146165652e-06 -8.0951687201244258e-06 2.3219772133002564e-05 -2.5059787517420773e-05 1.0008903753562966e-05 1.7094843796950869e-05 1.0857913498925469e-05 -1.4294451870494848e-05 1.2414631055435167e-05 -1.4558407228832949e-05 1.9178293587174267e-05 -1.3986030574580417e-05 -2.3201241733659118e-05 -1.9515017003654708e-05 -1.2657808438234497e-05 2.8127541627752027e-07 3.7641893060416418e-05 -1.4613582848710395e-06 1.3373379823116756e-05 -8.4785642301492204e-07 -1.4028095934602039e-05 -3.7719288307666182e-05 -8.4287986889345738e-06 1.9648328857329035e-05 -3.0301386103322633e-05 2.8932135774084602e-05 2.2200492588808631e-05 -7.2758903780385693e-06 5.986008142265727e-06 -2.2599427951022606e-05 1.5766141914355102e-05
leaf_weight=196 41 22 20 24 21 22 23 20 20 20 22 20 34 20 2035 35 32 22 95 23 21 27 20 21 20 32 65 94 34 20
leaf_count=196 41 22 20 24 21 22 23 20 20 20 22 20 34 20 2035 35 32 22 95 23 21 27 20 21 20 32 65 94 34 20
internal_value=0 2.53829e-07 -3.4138e-06 7.85775e-08 -4.78308e-09 1.12927e-07 2.83809e-08 1.47178e-07 5.80577e-08 1.6502e-07 2.48563e-08 1.39401e-07 6.04344e-09 5.25638e-07 7.49266e-07 1.16959e-05 1.89657e-05 -2.10186e-06 -2.77469e-06 -1.56882e-06 -7.69391e-06 -2.12434e-05 1.09345e-06 -6.7575e-06 4.82529e-06 2.45023e-06 -9.4078e-07 -1.24573e-06 -1.00741e-05 -1.70311e-07
internal_weight=0 2905 216 2883 2859 2818 2796 2773 2753 2733 2713 2691 2670 2142 2122 87 67 528 506 472 143 48 329 106 223 203 85 171 77 43
internal_count=3121 2905 216 2883 2859 2818 2796 2773 2753 2733 2713 2691 2670 2142 2122 87 67 528 506 472 143 48 329 106 223 203 85 171 77 43
is_linear=0
shrinkage=0.1


Tree=5144
num_leaves=31
num_cat=0
split_feature=132 132 15 1204 0 15 2 13 390 133 1213 48 48 456 456 150 4 16 2 2 0 150 42 2 12 1375 150 150 150 34
split_gain=2.20319e-07 1.09555e-06 4.71134e-07 5.02951e-07 1.08383e-06 1.06998e-06 6.79244e-07 3.96345e-07 2.50595e-07 5.08087e-07 2.35239e-07 2.14005e-07 5.8783e-07 2.83445e-07 5.31353e-07 3.36379e-07 1.57369e-06 2.73141e-06 2.74951e-06 3.23557e-06 1.89295e-06 4.37285e-07 3.42937e-06 6.91524e-06 2.51539e-06 1.81606e-06 7.34951e-07 4.86152e-07 4.96981e-07 6.52966e-07
threshold=-0.083174999999999985 -0.050879999999999988 0.092400000000000024 -0.082274999999999987 -0.084804999999999978 0.084510000000000016 0.10467500000000002 -0.015874999999999997 0.087590000000000015 -0.089569999999999983 0.085835000000000009 -0.22597999999999999 -0.098424999999999985 -0.11319999999999998 -0.085409999999999986 0.10980500000000001 -0.010024999999999997 -0.071854999999999988 0.10731 0.12198500000000001 -0.11173999999999999 0.090480000000000019 0.083995000000000014 0.092235000000000025 0.084535000000000013 0.099110000000000018 0.099590000000000026 0.087865000000000013 0.086135000000000017 -0.097449999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 10 6 7 -5 11 -10 -1 -3 -13 -14 -15 21 -17 18 20 -20 -18 25 23 -23 -24 27 -25 28 29 -16
right_child=1 8 -4 5 -6 -7 -8 -9 9 -11 -12 12 13 14 15 16 17 -19 19 -21 -22 22 24 26 -26 -27 -28 -29 -30 -31
leaf_value=6.5925235907747677e-06 2.0281913573314713e-05 -9.4698115844948926e-06 -1.5967965387972072e-05 -1.7474874261501504e-05 -2.5988513271326868e-05 2.0020808949117997e-05 9.6008610756648245e-06 -1.8715449453050431e-06 1.9174206994421186e-05 -3.36658726183714e-06 -7.7163786045275629e-06 1.7096152117801466e-05 -1.0929777014704694e-05 1.6225287770339494e-05 1.8049970176434726e-05 1.7900984357765991e-05 -4.0763662429361089e-05 -4.3706984361051585e-05 4.4667970851151043e-05 -1.1532895119411738e-05 1.7440162218917976e-06 5.5792234225889617e-05 -4.1412377786400615e-05 7.3989764564430515e-06 3.2811925955363277e-06 -3.0193885540938935e-05 -1.9087696788295199e-05 1.3406354865023956e-05 -1.4405343499864407e-05 -9.4035505736222363e-08
leaf_weight=27 27 24 25 27 23 27 32 41 20 20 20 20 24 20 20 24 22 20 20 21 20 31 20 20 34 20 22 27 24 2399
leaf_count=27 27 24 25 27 23 27 32 41 20 20 20 20 24 20 20 24 22 20 20 21 20 31 20 20 34 20 22 27 24 2399
internal_value=0 2.32505e-07 -3.03617e-06 -1.39508e-06 -8.20093e-06 2.35618e-06 -2.41327e-06 -8.06698e-06 4.4018e-08 7.90381e-06 5.03629e-07 -6.6996e-08 1.33699e-08 -1.09175e-07 -1.52191e-08 -1.3359e-07 -5.15959e-06 -1.05329e-05 -2.53918e-06 1.58822e-05 -2.05219e-05 1.10316e-07 5.83404e-06 1.99673e-05 -1.3272e-05 -1.81617e-07 -6.475e-06 6.13974e-08 -8.60909e-08 5.59769e-08
internal_weight=0 2899 222 197 70 127 100 68 2872 40 47 2832 2808 2788 2764 2744 127 103 83 41 42 2617 127 73 54 2490 42 2470 2443 2419
internal_count=3121 2899 222 197 70 127 100 68 2872 40 47 2832 2808 2788 2764 2744 127 103 83 41 42 2617 127 73 54 2490 42 2470 2443 2419
is_linear=0
shrinkage=0.1


Tree=5145
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 16 16 133 2 16 3 402 16 133 1205 1204 402 1212 401 401 401 391 12 391 1212 1212 1213 1213 160 43 16
split_gain=2.39266e-07 6.94024e-06 4.00502e-06 1.19521e-06 2.17702e-07 3.93385e-07 8.07479e-07 2.66783e-07 5.98702e-07 2.92331e-07 2.09258e-07 7.86088e-07 4.6154e-07 4.40113e-07 2.62504e-07 2.13624e-07 4.79377e-07 4.66288e-07 3.56393e-07 4.22696e-07 1.30836e-06 8.6931e-07 5.07271e-07 3.53477e-07 1.65534e-06 9.37645e-07 9.53356e-07 8.24403e-07 7.20178e-07 8.37218e-07
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.082039999999999988 -0.020119999999999996 -0.37971999999999995 0.090675000000000019 -0.090764999999999985 -0.08824499999999999 -0.45454999999999995 -0.069144999999999984 0.51757000000000009 1.0000000180025095e-35 -0.082274999999999987 0.31278000000000006 0.15049500000000002 0.13522500000000001 0.11602000000000001 0.10632500000000002 -0.088134999999999977 0.088725000000000012 -0.079769999999999994 0.087615000000000012 0.089125000000000024 -0.082994999999999985 -0.065844999999999987 -0.57146499999999989 0.062770000000000006 -0.080954999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 7 -6 -7 8 -1 -10 11 12 -4 14 -12 16 17 18 19 20 -16 -21 -22 27 -25 -26 -27 -24 29 -28
right_child=2 -3 10 -5 5 6 -8 -9 9 -11 13 -13 -14 -15 15 -17 -18 -19 -20 21 22 -23 23 24 25 26 28 -29 -30 -31
leaf_value=1.1174570565721109e-05 -4.2745374970433079e-05 5.7849623356430264e-05 -1.323786832797071e-05 -2.5788679359379788e-05 1.1834800440867964e-05 -1.6890234301172315e-05 1.1525943519927751e-05 -1.2755597514445652e-05 2.7259074704488743e-06 -1.2685744059126593e-05 8.6611656297463926e-06 1.9748755505133888e-05 6.5288209009816435e-06 -1.4475838761319168e-05 -2.5631802128600614e-05 9.9932657186790113e-06 -1.5556431826553311e-05 1.5195070591289551e-05 -9.6205154967230137e-06 2.3101741488102087e-05 1.5908016794128345e-05 -5.4046692525844264e-06 1.950524018328989e-05 -2.7190216880828504e-05 1.4888820187053398e-05 -1.8229862055574942e-05 2.0095100754352408e-05 5.7764793332973017e-08 -1.4875777953022864e-05 -3.6490112313803177e-06
leaf_weight=29 22 21 21 20 35 20 20 22 20 32 35 25 27 21 20 21 20 20 39 23 20 20 22 27 32 35 27 2372 20 33
leaf_count=29 22 21 21 20 35 20 20 22 20 32 35 25 27 21 20 21 20 20 39 23 20 20 22 27 32 35 27 2372 20 33
internal_value=0 3.18728e-06 -2.4053e-07 -2.61024e-06 -5.92168e-09 4.09243e-06 -2.68215e-06 -2.99016e-06 -3.37816e-07 -6.75819e-06 8.41603e-08 5.36989e-06 -2.11911e-06 -5.33025e-08 5.541e-08 -5.40779e-08 -1.31365e-07 -1.75271e-08 -1.30632e-07 8.97787e-09 -1.53162e-07 9.84295e-06 4.37364e-08 -7.98172e-08 -4.43163e-06 -2.51484e-07 -4.46444e-06 2.3648e-07 1.55793e-06 7.03584e-06
internal_weight=0 219 2902 198 178 75 40 103 81 52 2880 73 48 2807 2786 2751 2730 2710 2690 2651 2608 43 2588 2568 174 147 115 2394 80 60
internal_count=3121 219 2902 198 178 75 40 103 81 52 2880 73 48 2807 2786 2751 2730 2710 2690 2651 2608 43 2588 2568 174 147 115 2394 80 60
is_linear=0
shrinkage=0.1


Tree=5146
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 10 0 40 40 10 1 10 0 34 45 142 9 2 13 51 3 13 13 13 42 42 2 41 52 4 48
split_gain=2.19663e-07 1.39357e-06 7.55201e-07 2.06822e-07 8.22904e-07 1.05757e-06 6.14581e-07 4.32705e-07 4.26237e-07 6.56936e-06 4.0843e-06 4.47178e-06 4.16522e-07 3.51041e-07 5.33666e-07 4.12153e-07 1.18035e-06 2.68822e-07 1.46554e-06 1.20957e-06 4.75223e-07 1.23444e-06 1.0566e-06 9.7434e-07 9.26442e-07 8.41412e-07 8.39857e-07 4.76284e-07 1.5589e-06 6.61103e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 -0.085734999999999992 -0.0079749999999999977 0.092695000000000013 -0.012544999999999999 -0.072894999999999988 -0.057544999999999992 0.094030000000000016 -1.0000000180025095e-35 0.092890000000000014 -0.090999999999999984 -0.17933499999999997 0.081440000000000026 0.31370500000000007 -0.097224999999999992 -0.099939999999999987 -0.093219999999999983 0.091465000000000005 0.10077000000000001 0.085155000000000022 0.075585000000000013 0.091820000000000013 -0.16363499999999997 0.12879500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -6 -8 9 -9 11 -11 -10 14 -14 16 -16 18 19 -18 21 23 25 26 -25 -22 -19 29 -29 -24
right_child=1 3 -4 4 6 -7 7 8 12 10 -12 -13 13 -15 15 -17 17 20 -20 -21 22 -23 27 24 -26 -27 -28 28 -30 -31
leaf_value=-8.158357256326275e-07 2.589921221096163e-05 -1.0088844917390815e-05 -1.8384055316086495e-05 -1.4926346401417895e-06 -1.7132272811674436e-05 3.0638240514235807e-05 8.5864069029443701e-06 -5.7078034387814114e-05 1.0914138609743011e-05 6.1042701440783281e-05 -2.7029972417429756e-05 -5.0277702030143707e-06 1.594367020602693e-05 -1.0015224205354962e-05 -2.0977909638599226e-05 1.3565678082985952e-05 1.3877616672902531e-05 2.1125080929644305e-05 -2.2411750832719863e-05 -1.1574971083036596e-05 -3.6179259778519566e-06 2.76221148376201e-05 1.3538372373494e-06 -2.1130128963401755e-05 4.4030056600756026e-06 -2.765949396537811e-05 -1.2695378786426744e-06 -2.5379530000334072e-05 -1.0898626735520037e-06 -1.2160768681103553e-05
leaf_weight=194 21 20 28 21 21 20 58 20 35 20 21 21 21 35 27 22 43 34 33 33 37 22 1666 27 30 24 33 28 469 37
leaf_count=194 21 20 28 21 21 20 58 20 35 20 21 21 21 35 27 22 43 34 33 33 37 22 1666 27 30 24 33 28 469 37
internal_value=0 2.32162e-07 -3.03165e-06 4.48768e-08 1.15792e-07 1.4181e-05 -8.89198e-08 3.90882e-08 -1.41973e-07 -7.24292e-06 8.83293e-06 2.72017e-05 7.72584e-08 -6.74539e-08 6.71834e-08 -6.27996e-08 -1.80702e-07 4.24792e-08 -4.8149e-06 2.82584e-06 2.62444e-07 5.79193e-06 -9.46126e-08 1.91883e-06 -7.69164e-06 -1.30769e-05 1.00949e-05 2.65351e-07 -2.45829e-06 1.06021e-06
internal_weight=0 2899 222 2878 2858 41 2817 2796 2738 82 62 41 2656 2621 2586 2565 2543 2516 109 76 2407 146 2261 124 57 61 67 2200 497 1703
internal_count=3121 2899 222 2878 2858 41 2817 2796 2738 82 62 41 2656 2621 2586 2565 2543 2516 109 76 2407 146 2261 124 57 61 67 2200 497 1703
is_linear=0
shrinkage=0.1


Tree=5147
num_leaves=31
num_cat=0
split_feature=34 10 9 9 12 12 403 12 133 12 42 12 1212 12 12 42 484 481 0 49 12 12 12 2 43 1 2 1 16 52
split_gain=2.57345e-07 4.15204e-07 2.01269e-06 2.74904e-07 2.4798e-07 2.01562e-06 2.25096e-06 1.63277e-06 4.1366e-06 1.46532e-06 2.91649e-06 1.25016e-06 9.10384e-07 1.63605e-06 8.6764e-07 2.32897e-06 8.04781e-07 4.52731e-06 3.75308e-06 4.85541e-06 2.7447e-06 3.23246e-06 2.30256e-06 1.65938e-06 1.43048e-06 8.75326e-07 4.25121e-06 2.14716e-06 4.64275e-06 3.52575e-06
threshold=-0.112215 0.0036750000000000007 0.092235000000000011 0.088235000000000022 0.084535000000000013 0.08493500000000001 -0.019354999999999994 0.085325000000000012 -0.010614999999999998 0.085635000000000003 0.084695000000000006 0.084290000000000018 0.087615000000000012 0.08401500000000002 0.085955000000000018 0.084895000000000012 -0.081614999999999979 -0.085629999999999984 -0.087414999999999979 -0.0083799999999999986 0.083715000000000026 0.083310000000000009 0.079890000000000017 0.085155000000000022 -0.013819999999999997 0.094220000000000012 0.082275000000000015 0.10205500000000002 -0.089669999999999986 -0.096999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 11 6 -6 8 -7 10 -9 12 13 16 15 -11 18 -18 23 -20 21 22 25 -2 -24 26 -19 28 -27 -30
right_child=1 2 -4 -5 5 7 -8 9 -10 14 -12 -13 -14 -15 -16 -17 17 20 19 -21 -22 -23 24 -25 -26 27 -28 -29 29 -31
leaf_value=-9.0658801846368612e-06 2.885870155957739e-05 2.5400251913445325e-05 -9.5255474944320734e-06 -1.0318630344185155e-05 4.4597559220468008e-05 1.5957445367575928e-05 5.8062862203419525e-06 -1.4127489023394447e-05 -3.7639565643922255e-05 7.1298257971648133e-06 3.3500063808686621e-05 -2.2102760639037507e-05 -1.8781647149471274e-05 2.2821548473075382e-05 4.2007361866692079e-07 -3.8043451829816191e-05 4.3818067581963517e-05 4.4204786780255745e-05 2.0727239314055625e-06 -6.7608062136059746e-05 -2.8565906218968198e-05 3.405561368439252e-05 -4.5556620169406874e-06 -7.561958014336816e-06 -4.1507773581046918e-05 1.3203524323065117e-05 4.9047601402826965e-07 4.6233106120306564e-07 -1.0775189966807375e-05 -7.0153218657651451e-05
leaf_weight=31 22 33 33 26 21 24 52 20 36 25 36 28 27 30 1753 21 23 25 20 20 35 27 20 29 22 27 202 413 20 20
leaf_count=31 22 33 33 26 21 24 52 20 36 25 36 28 27 30 1753 21 23 25 20 20 35 27 20 29 22 27 202 413 20 20
internal_value=0 9.09482e-08 7.93735e-06 -8.03027e-08 8.48864e-09 6.56743e-07 1.69654e-05 3.50543e-08 -1.62008e-05 5.60202e-07 1.64902e-05 -1.26748e-06 -6.734e-07 -1.61439e-07 6.43259e-08 -1.34928e-05 -9.06833e-07 6.7496e-08 -9.8364e-06 -3.27677e-05 -1.17327e-06 6.22202e-08 -1.16318e-06 8.14891e-06 -2.39115e-05 1.88212e-07 5.30483e-06 -2.23152e-06 -1.88369e-05 -4.04642e-05
internal_weight=0 3090 66 3024 2998 1988 73 1915 60 1855 56 1010 982 955 1799 46 925 834 91 40 811 776 749 51 42 707 227 480 67 40
internal_count=3121 3090 66 3024 2998 1988 73 1915 60 1855 56 1010 982 955 1799 46 925 834 91 40 811 776 749 51 42 707 227 480 67 40
is_linear=0
shrinkage=0.1


Tree=5148
num_leaves=31
num_cat=0
split_feature=40 130 42 1212 401 41 16 16 12 12 12 448 447 1429 133 15 15 50 43 0 2 15 15 15 52 1211 15 481 402 474
split_gain=2.53327e-07 7.58526e-07 4.65317e-07 2.86486e-07 4.62946e-07 3.13234e-07 2.60064e-07 6.37768e-07 1.51425e-06 3.92692e-06 1.13791e-06 6.35813e-07 6.20253e-07 5.34979e-07 5.33259e-07 1.94071e-06 1.40278e-06 2.59066e-06 2.23328e-06 1.97106e-06 3.29781e-06 1.09009e-06 2.93926e-06 2.68625e-06 1.69405e-06 1.40423e-06 1.08649e-06 1.22167e-06 1.18648e-06 1.16259e-06
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 -0.52517999999999987 0.13699500000000003 0.11457000000000002 0.0065250000000000004 -0.0013749999999999997 0.08486500000000001 -1.0000000180025095e-35 0.088930000000000023 0.030280000000000001 0.092655000000000015 0.091465000000000005 0.0033250000000000003 0.11842000000000001 0.091650000000000023 0.096900000000000014 -0.013199999999999998 -0.082619999999999985 0.091895000000000018 -0.10203999999999998 -0.099734999999999976 -0.10653 -0.094124999999999986 0.11013500000000002 0.11842000000000001 -0.087424999999999989 0.10762500000000001 0.087745000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 11 9 -9 -10 12 13 14 15 16 21 18 -18 -20 -21 23 -23 -5 -24 -26 27 -16 29 -29
right_child=1 2 -4 4 -6 -7 -8 8 10 -11 -12 -13 -14 -15 26 -17 17 -19 19 20 -22 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=1.1218368904337694e-05 -1.8574744953267247e-05 1.1575548792496279e-05 1.2249640915416099e-05 9.0474449312315831e-07 -1.5308776455640326e-05 -1.1190856181201524e-05 -1.5516155464533532e-06 -2.7615830325495544e-06 -1.3626832819804928e-05 5.5255066494055432e-05 1.2346387050808604e-05 -1.7116302166998918e-05 1.7470565858058676e-05 -1.4056388772587525e-05 -1.9119379073715578e-05 -2.6909008858768048e-05 2.3926064128924435e-05 3.8955831737534181e-05 1.4425770625841267e-05 -4.9498129974381307e-05 1.4050585221931606e-06 -4.0354834657461785e-05 -2.427229770389391e-05 3.6465406130604526e-05 -7.0940325336182313e-07 -2.6940071722405961e-05 2.2558376783238673e-05 9.9379247716416181e-07 2.2362337538903251e-05 2.5464761042712779e-05
leaf_weight=20 22 21 31 278 20 25 757 28 37 20 31 21 21 26 27 28 36 24 31 20 35 21 34 23 725 21 26 663 29 20
leaf_count=20 22 21 31 278 20 25 757 28 37 20 31 21 21 26 27 28 36 24 31 20 35 21 34 23 725 21 26 663 29 20
internal_value=0 -7.23532e-08 5.98497e-08 -6.41278e-08 -1.44879e-07 -4.40215e-08 4.94295e-08 5.94145e-07 7.81312e-06 2.1412e-05 -1.7861e-06 1.97084e-07 3.71213e-07 1.97489e-07 3.79067e-07 -8.72497e-07 -2.88344e-07 8.92255e-06 3.01436e-06 -5.73938e-06 -1.71052e-05 -1.50866e-06 -3.43666e-06 3.622e-06 -2.44271e-06 -1.4478e-06 2.46664e-06 1.75976e-06 2.55153e-06 1.71037e-06
internal_weight=0 3101 3079 3048 3027 3007 2982 2225 116 48 68 2109 2088 2067 2041 1276 1248 146 122 86 55 1102 801 301 780 746 765 739 712 683
internal_count=3121 3101 3079 3048 3027 3007 2982 2225 116 48 68 2109 2088 2067 2041 1276 1248 146 122 86 55 1102 801 301 780 746 765 739 712 683
is_linear=0
shrinkage=0.1


Tree=5149
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 130 4 4 1212 3 13 1212 12 1212 1212 1212 2 12 1213 401 42 394 390 1209 1208 1210 1213 133 1210 1213 13
split_gain=2.65546e-07 6.69322e-06 3.89326e-06 1.22886e-06 2.54479e-07 3.99602e-07 2.53862e-07 2.4961e-07 9.69337e-07 1.03568e-06 9.38349e-07 1.63715e-06 4.89675e-07 1.19149e-06 1.11476e-06 1.6673e-06 2.36852e-06 1.42582e-06 3.36803e-07 4.95798e-07 3.56429e-07 8.17542e-07 3.13318e-07 6.95164e-07 1.25765e-06 6.79924e-07 3.96307e-06 2.95e-06 9.23964e-07 6.86844e-07
threshold=-0.083284999999999984 0.10022000000000002 0.12679500000000002 0.089480000000000018 -0.23123999999999997 0.62931500000000018 0.6227450000000001 0.10321500000000002 -0.076234999999999983 -0.088464999999999988 0.11579500000000002 0.095330000000000012 0.087615000000000012 0.087210000000000024 0.089125000000000024 0.089005000000000015 0.089300000000000004 -0.08342999999999999 0.11857000000000002 0.089810000000000015 -0.12099999999999998 0.090020000000000017 0.11386000000000002 0.092250000000000013 -0.094799999999999982 -0.090764999999999985 -0.088234999999999994 -0.07983999999999998 -0.067764999999999978 -0.091904999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 6 7 12 9 -9 -11 -12 13 18 -14 16 17 -16 20 -20 -6 22 23 24 -22 26 29 -27 -29 -26
right_child=2 -3 -4 -5 5 -7 -8 8 -10 10 11 -13 14 -15 15 -17 -18 -19 19 -21 21 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=3.0507763330809142e-07 1.0528383035821405e-05 5.7038477362290171e-05 -4.4221710013516719e-05 -2.5838086567091524e-05 1.174237352713065e-05 -1.0501694082955105e-05 1.1327330093990895e-05 -1.9873878509315547e-05 2.4585219507571309e-05 1.9890553172946717e-05 1.3025303438293384e-05 -2.3911046143136142e-05 -2.3870715905210154e-05 2.4432604659523351e-05 1.6112321059154056e-05 -2.40196925157458e-05 3.5660554358400988e-05 -1.792412797385623e-05 3.3661346523413985e-06 -1.6398205004103755e-05 2.0555810662396351e-05 -2.0163547774245671e-05 9.8150500806778758e-06 -1.3985878810802078e-05 -3.4715385923586189e-06 3.3778076196820345e-05 -3.9768816899408777e-05 -1.7245538800770806e-05 1.3993456609338388e-07 1.7985674101230241e-05
leaf_weight=178 23 21 20 20 26 36 20 20 20 29 28 21 28 20 20 24 20 32 22 30 30 20 33 35 35 26 28 31 2199 26
leaf_count=178 23 21 20 20 26 36 20 20 20 29 28 21 28 20 20 24 20 32 22 30 30 20 33 35 35 26 28 31 2199 26
internal_value=0 3.35776e-06 -2.53393e-07 -2.33565e-06 5.1731e-08 -3.25513e-08 1.00955e-07 2.08527e-08 4.52228e-06 4.27806e-07 5.63337e-06 -2.80456e-06 -1.76975e-07 1.20183e-07 -6.31425e-06 -1.19362e-06 6.41508e-06 -4.83319e-06 -7.11783e-08 -8.03637e-06 9.52299e-08 -2.77201e-08 1.37125e-07 4.60571e-09 2.10781e-07 -4.94963e-08 -8.62251e-06 2.88712e-07 -1.01747e-07 5.67416e-06
internal_weight=0 219 2902 198 2882 2859 2823 2803 118 98 78 49 2685 2561 124 96 72 52 2541 52 2489 2463 2443 2410 2375 2345 89 2256 2230 61
internal_count=3121 219 2902 198 2882 2859 2823 2803 118 98 78 49 2685 2561 124 96 72 52 2541 52 2489 2463 2443 2410 2375 2345 89 2256 2230 61
is_linear=0
shrinkage=0.1


Tree=5150
num_leaves=31
num_cat=0
split_feature=1429 156 1425 1426 1348 448 147 148 1348 1365 48 97 34 34 14 2 148 1 16 457 15 1 160 150 3 2 0 0 42 133
split_gain=2.33758e-07 8.07055e-07 3.90966e-07 4.99736e-07 2.75417e-07 1.26456e-06 9.1368e-07 8.56773e-07 2.79413e-07 2.64978e-07 3.13346e-07 2.52105e-07 4.85358e-07 5.01601e-07 3.03348e-07 1.52891e-06 1.26324e-06 6.38701e-07 4.03857e-07 3.2591e-07 1.43428e-06 2.27008e-06 5.89665e-07 1.51206e-06 3.16799e-06 1.57953e-06 1.21096e-06 9.70655e-07 6.93638e-07 7.08211e-07
threshold=-0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 0.08784500000000002 0.056825000000000007 0.097985000000000017 -0.088884999999999978 0.08401500000000002 0.087370000000000017 -0.22597999999999999 -0.086464999999999986 -0.08786999999999999 -0.081829999999999986 0.078235000000000013 0.082850000000000021 0.069020000000000012 0.081315000000000012 -0.54656499999999986 0.091495000000000007 -0.020484999999999996 0.090740000000000015 0.089640000000000011 0.090480000000000019 -0.0037349999999999996 0.10912000000000001 -0.070889999999999995 -0.082284999999999983 0.090395000000000017 0.087415000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -6 -2 9 10 -9 -12 -13 -14 16 -16 18 -17 -15 22 21 -21 -20 24 25 26 27 28 29 -24
right_child=1 -3 -4 -5 6 -7 -8 8 -10 -11 11 12 13 14 15 17 -18 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.0271550978690026e-05 -1.7220092284583971e-05 2.0095981544727695e-05 -1.2770634612024878e-05 1.5798120761019166e-05 5.1768725243164229e-06 2.4509889300090784e-05 -2.3117260778755218e-05 -1.229330468742687e-05 1.0798591489447062e-05 1.0428522303603434e-05 -1.1221569500321494e-05 1.1748507157400518e-05 -1.3925845478997174e-05 -1.4138016881588557e-05 -2.8457096943219025e-05 1.6983474727112482e-05 2.5244468220080306e-05 -5.3048011636747106e-06 3.9396066037588138e-07 -2.3823331027345447e-05 2.6834612985264057e-05 1.7211454080877179e-05 -1.1860708172406477e-05 2.1215564556769097e-05 -4.4371252321676979e-05 1.8498005189420448e-05 -2.5730525785234181e-05 1.0022944330464667e-05 -2.4806741631826822e-05 1.016133364037555e-05
leaf_weight=22 29 20 24 20 25 21 21 21 24 24 20 35 26 20 22 20 20 36 2372 26 24 28 40 20 21 28 29 39 21 23
leaf_count=22 29 20 24 20 25 21 21 21 24 24 20 35 26 20 22 20 20 36 2372 26 24 28 40 20 21 28 29 39 21 23
internal_value=0 7.29124e-08 -5.71498e-08 4.2727e-08 -6.10977e-08 5.7079e-08 -7.74001e-06 -1.15936e-07 5.28357e-08 -3.5637e-08 -1.22507e-07 -3.34519e-08 4.50612e-08 -1.00452e-07 2.84326e-08 -6.11999e-06 2.05333e-07 2.6553e-06 1.92377e-08 1.25245e-07 6.49416e-06 -2.54604e-06 -6.63385e-08 -5.00674e-06 -7.61593e-06 -3.32781e-06 -7.34835e-06 -3.01434e-06 -9.06737e-06 -3.82092e-06
internal_weight=0 3099 3079 3055 3035 2989 46 2968 2939 2915 2891 2870 2850 2815 2789 78 2711 56 2691 2671 78 54 2593 221 201 180 152 123 84 63
internal_count=3121 3099 3079 3055 3035 2989 46 2968 2939 2915 2891 2870 2850 2815 2789 78 2711 56 2691 2671 78 54 2593 221 201 180 152 123 84 63
is_linear=0
shrinkage=0.1


Tree=5151
num_leaves=31
num_cat=0
split_feature=34 34 97 33 123 475 1 49 474 45 52 399 399 129 12 52 12 12 2 133 12 0 13 133 0 16 13 133 159 479
split_gain=2.42892e-07 3.79072e-07 1.45025e-06 7.90843e-07 6.06779e-07 2.39551e-07 1.49295e-06 1.3817e-06 4.90417e-07 2.87405e-07 3.33766e-07 1.44749e-06 1.26379e-06 8.29803e-07 8.2503e-07 2.00907e-06 2.12214e-06 1.23845e-06 3.98859e-06 3.74738e-06 2.14388e-06 1.08672e-06 1.28599e-06 3.30466e-06 3.01561e-06 1.24013e-06 9.97203e-07 9.0742e-07 8.5043e-07 8.31568e-07
threshold=-0.112215 -0.057544999999999992 -0.079444999999999988 -1.0000000180025095e-35 0.084880000000000025 0.051590000000000004 0.099195000000000019 0.10269000000000002 0.11354000000000002 0.094030000000000016 0.048520000000000008 0.091580000000000009 0.087725000000000011 -0.077709999999999987 0.084535000000000013 0.084960000000000022 0.082480000000000012 0.085635000000000003 0.084245000000000014 -0.020859999999999997 0.085955000000000018 -0.11173999999999999 -0.086589999999999986 -0.054584999999999995 -0.086284999999999987 0.15891500000000003 -0.085034999999999986 -0.14169499999999999 0.04105000000000001 0.097110000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 8 7 -7 9 10 11 12 13 -5 15 16 -12 18 -16 -20 -19 -22 23 27 -25 26 -24 -23 29 -28
right_child=1 3 -4 5 -6 6 -8 -9 -10 -11 14 -13 -14 -15 17 -17 -18 20 19 -21 21 22 25 24 -26 -27 28 -29 -30 -31
leaf_value=-8.8076111546064169e-06 8.2943032930415947e-06 -1.9905472399841528e-05 2.6776450278703123e-05 -1.7224183342477772e-05 -1.3738016634306404e-05 8.4527084548045101e-06 2.1945074492826032e-05 -2.4315473323936618e-05 -1.2229033246981226e-05 -9.2473004783779764e-06 -7.6108990290441923e-06 2.0279923036899789e-05 -2.2734241911561898e-05 1.1278388824320106e-06 4.8297405907181783e-05 -9.667315239044803e-07 -4.609632172935602e-05 -3.1862344787276184e-05 2.2392382318988288e-05 -2.6026663404228468e-05 -2.1088908692945554e-05 7.421230206784371e-06 -2.1997253188601462e-05 6.0341832361245911e-05 5.4272742318062228e-06 -2.1976318667940279e-05 9.908008212032532e-07 -2.1976217630297123e-05 2.0976450668968029e-05 -1.5162095163014008e-05
leaf_weight=31 25 20 25 25 25 31 33 22 33 33 38 38 23 1702 22 170 23 22 33 31 24 21 20 20 20 27 509 21 20 34
leaf_count=31 25 20 25 25 25 31 33 22 33 33 38 38 23 1702 22 170 23 22 33 31 24 21 20 20 20 27 509 21 20 34
internal_value=0 8.83626e-08 7.11091e-06 -8.63277e-08 -2.72186e-06 4.60205e-08 5.24745e-06 -5.14918e-06 -1.07752e-07 3.13312e-08 1.39033e-07 9.71324e-07 5.52051e-07 8.62176e-07 -1.27152e-06 -6.55313e-06 -2.21218e-05 2.09122e-07 1.15659e-05 -1.06059e-06 -1.11429e-06 -1.69521e-07 5.56007e-07 1.23137e-05 3.28846e-05 -1.02454e-06 -5.4219e-08 -7.27749e-06 7.25285e-07 -2.06144e-08
internal_weight=0 3090 75 3015 50 2995 86 53 2909 2876 2843 1788 1750 1727 1055 231 61 824 86 64 738 716 692 82 40 610 583 42 563 543
internal_count=3121 3090 75 3015 50 2995 86 53 2909 2876 2843 1788 1750 1727 1055 231 61 824 86 64 738 716 692 82 40 610 583 42 563 543
is_linear=0
shrinkage=0.1


Tree=5152
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 44 46 1428 473 471 475 475 151 1371 1374 475 2 4 48 148 150 49 447 147 457 3 133 151 1456 1375 1374
split_gain=2.34062e-07 6.66476e-06 3.67919e-06 1.48237e-06 2.20528e-07 9.55682e-07 3.714e-07 4.66626e-07 7.0316e-07 3.79204e-07 1.28143e-06 1.06591e-06 9.60349e-07 2.64461e-06 9.18016e-07 5.49994e-07 3.63501e-07 3.12275e-07 3.21343e-07 6.11254e-07 1.26355e-06 6.5968e-07 6.21987e-07 3.62668e-07 1.36165e-06 1.00093e-06 1.5216e-06 1.33009e-06 5.62925e-07 8.24756e-07
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.084760000000000016 0.10253500000000002 -0.071779999999999997 -0.072684999999999986 -0.085064999999999988 -0.086304999999999979 -0.085754999999999984 -0.085134999999999975 0.083235000000000017 0.092505000000000018 -0.085024999999999989 0.098260000000000014 -0.0092149999999999992 -0.22597999999999999 0.069020000000000012 0.12640500000000002 -0.045154999999999994 0.094005000000000019 0.090335000000000013 -0.065884999999999985 0.092670000000000016 0.086910000000000015 -0.010154999999999999 0.083250000000000018 0.060690000000000008 -0.035729999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 6 -6 -4 -8 -9 11 -11 -10 14 -14 -12 16 -13 -16 19 21 -21 22 23 24 25 26 -19 -27 29 -25
right_child=2 -3 4 -5 5 -7 7 8 9 10 12 15 13 -15 17 -17 -18 18 -20 20 -22 -23 -24 28 -26 27 -28 -29 -30 -31
leaf_value=3.7149032136716252e-07 -4.0977048171374588e-05 5.6718922780332623e-05 -1.0429251468689043e-05 -2.8341957522570739e-05 2.3490270009460801e-05 -5.1306318027855015e-06 1.5305520764741232e-05 -1.8706801561165776e-05 2.6606576830090491e-05 -2.4754677711566079e-05 -1.8546480317093453e-05 -8.5470074811048703e-06 3.9211610650950624e-05 -9.8209227293078914e-06 -1.2152984917130589e-05 1.0945868452836294e-05 6.6920144055747306e-06 3.8961581020358658e-06 1.1608038476070467e-05 5.8713303102112238e-06 -2.7307218586732537e-05 1.4459799430710518e-05 -1.251923067742703e-05 1.6826387331218878e-05 2.9373626748565588e-05 2.8902625680253232e-05 -3.0180522262526214e-05 -5.1061966706069858e-06 -1.6779603110990138e-05 -1.4857236306982091e-07
leaf_weight=178 22 21 34 20 20 28 20 20 20 21 27 49 22 22 21 40 23 38 24 22 24 32 39 29 20 23 20 23 20 2199
leaf_count=178 22 21 34 20 20 28 20 20 20 21 27 49 22 22 21 40 23 38 24 22 24 32 39 29 20 23 20 23 20 2199
internal_value=0 3.15244e-06 -2.37891e-07 -2.52886e-06 7.33108e-08 6.79474e-06 -4.06118e-08 8.56261e-08 -2.39483e-08 1.11533e-07 -1.5136e-07 5.34151e-06 4.69776e-08 1.46953e-05 -2.04693e-07 1.54418e-06 -3.67899e-06 -9.25953e-09 9.22201e-08 -1.88204e-08 -1.14392e-05 1.96218e-07 6.9044e-09 2.12857e-07 5.47769e-06 8.82321e-07 -7.85442e-06 1.18982e-05 -7.75522e-08 7.23764e-08
internal_weight=0 219 2902 198 2880 48 2832 2798 2778 2758 2626 132 2605 44 2561 112 72 2534 2513 2489 46 2443 2411 2372 124 104 58 46 2248 2228
internal_count=3121 219 2902 198 2880 48 2832 2798 2778 2758 2626 132 2605 44 2561 112 72 2534 2513 2489 46 2443 2411 2372 124 104 58 46 2248 2228
is_linear=0
shrinkage=0.1


Tree=5153
num_leaves=31
num_cat=0
split_feature=1204 132 15 394 50 15 2 403 130 13 130 40 4 33 34 97 9 9 40 16 51 402 49 13 12 148 2 129 16 42
split_gain=2.35816e-07 3.21836e-07 6.64813e-06 3.18839e-06 9.84587e-07 3.49663e-07 3.03001e-07 3.22539e-07 3.74363e-07 5.78177e-07 2.28043e-07 3.69718e-07 2.90319e-07 2.70253e-07 4.31909e-07 2.21401e-06 9.67331e-07 7.12151e-07 6.11564e-07 3.33329e-07 1.12363e-06 8.72926e-07 9.03937e-07 1.35203e-06 1.45645e-06 3.19906e-06 8.28277e-07 8.19831e-07 5.4261e-07 7.04767e-07
threshold=-0.13353999999999996 -0.083284999999999984 0.091915000000000011 0.11233000000000001 0.097510000000000013 0.08517000000000001 0.10497000000000002 -0.089609999999999981 1.0000000180025095e-35 -0.00096999999999999983 -0.23123999999999997 -0.24290999999999999 0.63113500000000011 0.085305000000000006 -0.057544999999999992 -0.063039999999999985 0.091600000000000015 0.081890000000000004 -0.082294999999999993 -0.15241499999999997 0.081440000000000026 0.095140000000000016 -0.043469999999999995 -0.097224999999999992 0.088435000000000014 -0.063899999999999985 0.13913500000000004 -0.082304999999999975 -0.5048999999999999 0.091465000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 10 5 6 7 -2 -9 -10 -3 -12 13 14 15 18 17 19 -13 20 21 22 23 -16 25 -25 28 -21 29 -24
right_child=1 3 -4 -5 -6 -7 -8 8 9 -11 11 12 -14 -15 16 -17 -18 -19 -20 27 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.0561133561688101e-05 5.8492862194725607e-06 1.0731037009463763e-05 5.336105259630131e-05 -3.8124561483114536e-05 -2.3566133038457337e-05 1.1372499663949661e-05 6.9610242902247896e-06 2.8043932493223898e-07 -2.3632041455130093e-05 -1.6626944947663856e-06 -1.3532933485294053e-05 5.5222607161026806e-06 1.0839859402494768e-05 -8.250658999177409e-06 1.2465564737832816e-05 3.5053449045378895e-05 -1.6126895803375415e-05 1.849665076449691e-05 -1.720803184525721e-05 2.0131523857950621e-05 -2.202539658030998e-05 -2.0021208283453788e-05 5.4051628870785844e-06 3.2254432361306889e-06 4.4386221834429312e-06 -4.9717751113348641e-05 -9.7115487710069813e-06 2.8088784498665218e-07 1.1458007310296831e-05 -1.5846808037167647e-05
leaf_weight=21 24 20 24 22 20 23 30 37 25 23 20 29 25 39 24 21 37 21 20 21 28 23 71 21 25 25 39 2245 98 20
leaf_count=21 24 20 24 22 20 23 30 37 25 23 20 29 25 39 24 21 37 21 20 21 28 23 71 21 25 25 39 2245 98 20
internal_value=0 7.15458e-08 3.89057e-06 -2.00299e-07 -2.63301e-06 -4.86769e-08 -1.93851e-06 -4.38793e-06 -7.27843e-06 -1.31051e-05 9.02073e-08 1.55872e-08 1.11269e-07 1.57167e-08 1.32187e-07 7.88725e-06 -6.90196e-08 1.54258e-07 -3.75541e-06 8.35253e-09 -2.7575e-06 -1.19825e-06 1.42088e-07 -8.05337e-06 -1.49894e-05 -2.5548e-05 3.55686e-06 4.64852e-07 6.29479e-06 7.344e-07
internal_weight=0 3100 206 2894 182 162 139 109 85 48 2872 2852 2832 2807 2768 70 2698 2661 49 2640 374 346 323 95 71 46 228 2266 189 91
internal_count=3121 3100 206 2894 182 162 139 109 85 48 2872 2852 2832 2807 2768 70 2698 2661 49 2640 374 346 323 95 71 46 228 2266 189 91
is_linear=0
shrinkage=0.1


Tree=5154
num_leaves=31
num_cat=0
split_feature=132 394 1203 34 10 9 1176 9 41 41 16 2 4 13 147 394 403 3 403 403 403 1212 3 13 1212 12 1212 1212 13 158
split_gain=2.60311e-07 1.48209e-06 1.41193e-06 2.3936e-07 3.83454e-07 1.39568e-06 2.79752e-07 2.54437e-07 3.45886e-07 7.23448e-07 2.7109e-07 1.10172e-06 1.16039e-06 1.39362e-06 3.42665e-07 2.66458e-07 2.80011e-07 1.26342e-06 4.74241e-07 7.07687e-07 4.96345e-07 2.80566e-07 7.37085e-07 9.35086e-07 1.02871e-06 1.38667e-06 3.20588e-07 2.10118e-06 2.4344e-06 1.38538e-06
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.112215 0.0036750000000000007 0.092235000000000011 0.086510000000000017 0.088235000000000022 0.086565000000000017 0.091290000000000024 -0.5335399999999999 0.121465 0.41257000000000005 -1.0000000180025095e-35 0.10479500000000001 -0.099329999999999988 -0.55049499999999985 -0.085709999999999995 -0.5425549999999999 -0.5335399999999999 -0.52800499999999995 0.10321500000000002 -0.076234999999999983 -0.088464999999999988 0.11579500000000002 0.095330000000000012 0.086920000000000011 0.08759500000000002 -0.085584999999999981 0.10398500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 6 -6 7 8 10 -10 11 12 13 -5 15 -12 17 -17 -18 -20 -21 26 23 -23 -25 -26 -22 -28 -29 -30
right_child=1 -3 -4 4 5 -7 -8 -9 9 -11 14 -13 -14 -15 -16 16 18 -19 19 20 21 22 -24 24 25 -27 27 28 29 -31
leaf_value=-7.6657416389953509e-07 -8.6880021547864494e-06 2.6105876333365979e-05 -2.8659251584031156e-05 8.7729574735693983e-06 2.2053154213029882e-05 -7.7488617413716074e-06 1.095554434176966e-05 -1.0161537713429426e-05 2.3009459836202952e-05 -1.1568284017537439e-08 -8.213592277570571e-06 -2.4467853060766955e-05 2.0338141707941846e-05 -2.6857854747201298e-05 1.3024636775753606e-05 -1.1152625720569631e-05 -1.4119686958717163e-05 2.2278501161893546e-05 1.8739855445346624e-05 -1.5100294248523741e-05 4.7348278870250819e-08 -1.8049222453555559e-05 2.2269174405664674e-05 2.1851126405602339e-05 1.3174566367524676e-05 -2.1682092600323297e-05 -3.4049263887850216e-05 2.9465103295439368e-05 -1.2040499465607962e-07 -2.8793247507895683e-05
leaf_weight=196 31 22 20 23 33 30 23 25 20 43 40 23 21 21 20 20 24 26 20 22 2167 20 20 27 25 21 21 23 72 22
leaf_count=196 31 22 20 23 33 30 23 25 20 43 40 23 21 21 20 20 24 26 20 22 2167 20 20 27 25 21 21 23 72 22
internal_value=0 2.49034e-07 -3.34923e-06 5.17224e-08 1.46719e-07 7.86172e-06 -2.75527e-08 -1.1888e-07 -2.72833e-08 7.29669e-06 -1.9958e-07 -5.65792e-06 9.97908e-07 -8.23266e-06 -1.4123e-08 -1.15592e-07 1.24396e-08 7.74323e-06 -1.30723e-07 5.75457e-09 -1.47804e-07 -1.17595e-08 4.85327e-06 1.10792e-06 6.35645e-06 -2.73826e-06 -2.50262e-07 -4.92361e-06 3.04075e-07 -6.83107e-06
internal_weight=0 2905 216 2883 2852 63 2789 2766 2741 63 2678 88 65 44 2590 2570 2530 46 2484 2460 2440 2418 113 93 73 46 2305 138 117 94
internal_count=3121 2905 216 2883 2852 63 2789 2766 2741 63 2678 88 65 44 2590 2570 2530 46 2484 2460 2440 2418 113 93 73 46 2305 138 117 94
is_linear=0
shrinkage=0.1


Tree=5155
num_leaves=31
num_cat=0
split_feature=40 130 40 2 34 10 0 9 9 393 132 1204 46 454 148 447 447 45 447 132 128 12 133 39 39 376 130 130 394 52
split_gain=2.37393e-07 7.78599e-07 4.65803e-07 3.05172e-07 2.70347e-07 3.21287e-07 1.40598e-06 1.79524e-06 3.09157e-07 2.4736e-07 4.73435e-06 2.74278e-07 2.45727e-07 2.97969e-07 4.19194e-07 7.05698e-07 4.3794e-07 3.81534e-07 3.32766e-07 3.74661e-07 8.08951e-07 4.64083e-07 4.57668e-07 3.17925e-07 4.09687e-07 5.024e-07 2.80533e-07 1.01534e-06 7.75245e-07 7.10689e-07
threshold=-0.24620999999999996 -0.22699999999999995 -0.099059999999999995 0.10912000000000001 -0.112215 0.0036750000000000007 -0.080119999999999983 0.092890000000000014 0.088235000000000022 0.10585500000000002 -0.083284999999999984 0.058775000000000008 0.096120000000000011 -0.084049999999999986 -0.10069499999999999 0.094580000000000011 0.089635000000000006 1.0000000180025095e-35 0.086195000000000008 -0.41127499999999995 0.11787500000000002 0.11418000000000002 -0.54084999999999994 0.11536 0.10940500000000002 0.088720000000000007 -0.004729999999999999 -0.0089599999999999975 -0.096774999999999986 0.085815000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 8 -7 -8 9 11 -11 12 13 -6 -15 16 17 18 19 21 22 -16 -21 24 25 26 27 29 -28 -24
right_child=1 2 4 -5 5 6 7 -9 -10 10 -12 -13 -14 14 15 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=1.0859825574698335e-05 -1.8815647047693513e-05 2.0502171810221629e-06 -1.023053225183573e-05 1.9519403626873102e-05 -1.2074806692821551e-05 2.9025643561908511e-05 -2.4192784786421166e-05 1.5843406066551326e-05 -1.1952973694529978e-05 4.1089219560793333e-05 -1.5360593533841892e-05 -1.1860193799293486e-05 8.605088949309447e-06 1.2281484630336678e-05 1.9443005079334729e-05 -1.6636674801982458e-05 1.2139778830495398e-05 -1.2767049353593999e-05 -1.2079058680446115e-05 1.3244455753745291e-05 -1.5482191006680404e-05 -4.7130311213550156e-07 -5.2411567019159681e-06 -9.6957310762156663e-06 1.3324493461961698e-05 -1.3168634122535126e-05 1.9054473878813127e-05 -1.8246365584673185e-05 1.9150938518160333e-07 9.2107575175793527e-06
leaf_weight=20 22 20 26 20 21 20 21 24 22 24 39 20 32 27 22 26 29 24 23 26 34 25 92 34 23 29 22 38 2262 54
leaf_count=20 22 20 26 20 21 20 21 24 22 24 39 20 32 27 22 26 29 24 23 26 34 25 92 34 23 29 22 38 2262 54
internal_value=0 -7.00413e-08 6.38994e-08 1.07848e-05 -7.72116e-08 1.04041e-08 6.96471e-06 -2.84015e-06 -1.4293e-07 -5.4133e-08 6.1441e-06 -1.90524e-07 -1.0843e-07 -2.07624e-07 -1.18301e-07 -2.39471e-07 -8.37069e-08 -2.14608e-07 -1.02366e-07 1.15304e-09 -1.57955e-07 8.85029e-06 4.39919e-08 -9.03902e-08 3.92056e-08 -8.31659e-08 7.05937e-08 -3.68569e-06 3.73202e-07 1.04072e-07
internal_weight=0 3101 3079 40 3039 3013 65 45 2948 2926 63 2863 2843 2811 2790 2763 2737 2708 2684 2661 2614 47 2580 2554 2520 2497 2468 184 2284 146
internal_count=3121 3101 3079 40 3039 3013 65 45 2948 2926 63 2863 2843 2811 2790 2763 2737 2708 2684 2661 2614 47 2580 2554 2520 2497 2468 184 2284 146
is_linear=0
shrinkage=0.1


Tree=5156
num_leaves=31
num_cat=0
split_feature=132 393 15 1186 16 16 133 16 52 1204 156 475 1 15 1429 156 157 157 4 160 475 1371 160 151 45 11 33 9 9 148
split_gain=3.0864e-07 1.71635e-06 8.16943e-07 5.48023e-07 2.74361e-07 7.13202e-07 5.45831e-07 2.30103e-07 5.79286e-07 2.49602e-07 2.17862e-07 4.40137e-07 2.26135e-06 1.3996e-06 4.63492e-07 3.29958e-07 2.51788e-07 1.73665e-06 1.56442e-06 4.1466e-06 1.29915e-06 1.15237e-06 2.23594e-06 5.01631e-07 4.39652e-07 1.3654e-06 5.59773e-07 4.5551e-07 4.58802e-07 4.17347e-07
threshold=-0.083174999999999985 0.12069000000000002 0.092400000000000024 0.049580000000000006 -0.081299999999999983 -0.040964999999999994 -0.37971999999999995 -0.097644999999999996 0.084960000000000022 -0.0030749999999999996 0.3248100000000001 0.051590000000000004 0.099195000000000019 -0.052074999999999989 0.12387000000000002 -0.093169999999999989 -0.087424999999999989 -0.086394999999999986 -0.0094449999999999968 -0.089549999999999991 -0.0056899999999999997 0.083235000000000017 -0.080934999999999993 -0.54279999999999984 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.089995000000000006 0.10141500000000002 -0.10069499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 7 -6 -7 -1 -9 -10 11 14 13 -13 15 -2 18 -18 20 -20 -17 23 -23 -19 25 -25 -27 29 -29 -28
right_child=1 -3 -4 -5 5 6 -8 8 9 -11 -12 12 -14 -15 -16 16 17 21 19 -21 -22 22 -24 24 -26 26 27 28 -30 -31
leaf_value=5.403854440653679e-06 1.0851696983341494e-05 2.8760069259684924e-05 -2.0622310687031132e-05 -1.6701654238290975e-05 1.9227390339437989e-05 -1.4432133288551088e-05 7.7319808387983353e-06 -1.9257584864879558e-05 5.7300048354136384e-06 -7.3254842829084267e-06 -9.6262346114204067e-06 -2.1064354831861027e-05 3.092398493794025e-05 1.2424022869102677e-05 -1.4861340272210284e-05 2.6660612293198936e-05 2.5844456565839489e-05 1.591250709225278e-05 8.3387579634290889e-06 -5.2750822454754605e-05 -5.2887437384794926e-06 -4.0690794075999296e-05 6.0286134872252918e-06 2.3417323573085016e-05 -1.1454103929336822e-05 -1.526824313865897e-05 1.2733506857330214e-05 2.0766951227068648e-05 1.4949133052747736e-06 -2.5454291932997985e-07
leaf_weight=26 28 21 25 21 24 20 25 22 32 27 23 26 27 24 21 20 26 20 25 20 35 20 21 25 33 24 25 21 30 2384
leaf_count=26 28 21 25 21 24 20 25 22 32 27 23 26 27 24 21 20 26 20 25 20 35 20 21 25 33 24 25 21 30 2384
internal_value=0 2.75194e-07 -3.59357e-06 -1.43256e-06 3.89316e-07 5.306e-06 -2.11874e-06 -2.78126e-06 -5.40858e-06 -2.44541e-07 6.73479e-08 1.4544e-07 7.60326e-06 -4.98993e-06 -6.12744e-08 5.14573e-08 -5.9355e-08 1.27981e-07 -4.98441e-06 -1.88122e-05 6.3292e-06 -1.28888e-07 -1.67613e-05 1.37284e-07 1.3167e-08 1.63992e-07 -7.00391e-08 7.82361e-08 9.43046e-06 -1.19756e-07
internal_weight=0 2899 222 197 176 69 45 107 81 59 2878 2855 77 50 2778 2757 2729 2629 100 45 55 2603 41 2562 2542 2509 2484 2460 51 2409
internal_count=3121 2899 222 197 176 69 45 107 81 59 2878 2855 77 50 2778 2757 2729 2629 100 45 55 2603 41 2562 2542 2509 2484 2460 51 2409
is_linear=0
shrinkage=0.1


Tree=5157
num_leaves=31
num_cat=0
split_feature=11 45 46 1429 156 1425 1426 447 48 457 447 97 34 10 9 1 2 39 457 1374 13 12 1210 13 158 43 160 401 13 4
split_gain=2.68236e-07 2.64224e-07 9.95947e-07 4.4016e-07 6.89767e-07 3.54878e-07 3.99987e-07 2.63917e-07 9.70251e-07 1.75025e-06 3.98108e-07 3.39635e-07 5.60553e-07 2.00503e-06 7.36331e-07 1.68843e-06 7.12374e-07 2.28661e-06 3.3895e-07 3.25704e-07 3.27467e-07 2.83879e-06 4.79057e-06 2.96702e-06 1.39652e-06 1.52837e-06 1.50176e-06 1.26635e-06 1.07217e-06 2.67814e-06
threshold=-0.072629999999999986 0.084355000000000013 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 0.088380000000000014 -0.072824999999999987 0.091945000000000013 0.085205000000000017 -0.086464999999999986 -0.057544999999999992 0.0036750000000000007 0.091600000000000015 0.13332000000000002 -1.0000000180025095e-35 0.085530000000000009 0.41022000000000008 -0.096434999999999979 -0.089109999999999981 0.088245000000000004 -0.077869999999999981 -0.092879999999999976 0.085030000000000008 0.084740000000000024 0.085330000000000003 0.082280000000000006 -0.086254999999999984 -0.080744999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 10 9 -9 11 -5 13 -13 16 -16 17 -14 19 -18 21 22 -21 27 25 26 -24 -23 29 -22
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 -12 12 14 -15 15 -17 18 -19 -20 20 28 23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.126374311162354e-05 -1.4825884172751103e-05 2.4481603268213807e-05 -4.7360075500689296e-06 -1.299023123351617e-05 1.8567750739748593e-05 -1.2176302597310951e-05 1.4126932168210262e-05 2.2508899827003275e-06 9.5926184775603837e-06 -3.2215810635814424e-05 1.292884427594269e-05 -1.7792998296499718e-06 3.5367534060655585e-05 3.5684257740058455e-05 -3.3402312246402118e-05 6.2396225964469282e-06 -1.184016452953074e-05 -1.076523116288237e-05 1.169411279988708e-05 -5.5679146830698303e-05 3.6066814768024157e-05 6.6430605265850331e-06 -1.0515001736728223e-06 3.7844497475297046e-05 1.2291047369217267e-05 -2.7868527563717211e-05 -2.6470689829659899e-05 -1.938040358768574e-05 -3.2792089129792329e-07 2.6331193368950628e-06
leaf_weight=21 20 20 28 20 20 24 20 34 29 26 24 50 22 20 21 22 24 21 24 20 28 100 167 28 40 33 27 23 1999 166
leaf_count=21 20 20 28 20 20 24 20 34 29 26 24 50 22 20 21 22 24 21 24 20 28 100 167 28 40 33 27 23 1999 166
internal_value=0 7.631e-08 7.438e-06 -3.94701e-08 5.80656e-08 -6.48407e-08 3.24402e-08 -6.25362e-08 -5.42579e-06 -1.26847e-05 1.03261e-07 -4.5551e-09 8.70546e-08 8.92457e-06 -1.3668e-07 -1.31204e-05 6.84263e-08 1.28376e-05 -1.36528e-07 -2.43472e-07 -1.37687e-07 -2.63404e-06 -8.47356e-06 8.46492e-06 -4.93756e-06 -7.97344e-06 -4.58922e-06 1.77688e-06 3.609e-07 7.4586e-06
internal_weight=0 3100 48 3052 3032 3012 2988 2968 89 60 2879 2855 2835 70 2765 43 2722 43 2679 2655 2631 438 287 151 267 227 194 123 2193 194
internal_count=3121 3100 48 3052 3032 3012 2988 2968 89 60 2879 2855 2835 70 2765 43 2722 43 2679 2655 2631 438 287 151 267 227 194 123 2193 194
is_linear=0
shrinkage=0.1


Tree=5158
num_leaves=31
num_cat=0
split_feature=132 1185 15 1204 0 15 2 13 156 475 1 13 1429 155 3 46 46 1454 158 16 124 3 16 13 4 156 12 52 52 4
split_gain=2.45683e-07 1.44337e-06 6.63471e-07 4.71211e-07 8.61456e-07 6.47563e-07 5.25519e-07 3.64059e-07 2.39462e-07 3.70447e-07 1.82602e-06 1.36864e-06 3.64941e-07 3.06746e-07 3.41713e-07 2.4517e-07 4.8817e-07 3.53173e-07 2.6346e-07 3.23443e-07 7.13159e-07 8.6891e-07 1.43607e-06 2.01508e-06 1.65992e-06 8.65482e-07 7.74984e-07 8.47728e-07 6.34934e-07 9.53154e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 -0.082274999999999987 -0.084804999999999978 0.084510000000000016 0.10467500000000002 -0.015874999999999997 0.3248100000000001 0.051590000000000004 0.099195000000000019 -0.070999999999999994 0.12387000000000002 0.11245500000000001 -0.07793499999999999 0.10987500000000001 0.083550000000000013 0.10998000000000001 -0.47336999999999996 0.061255000000000011 -1.0000000180025095e-35 -0.07359499999999998 0.22339500000000004 -0.039649999999999998 0.071150000000000005 0.093155000000000002 0.096990000000000007 -0.26636999999999994 -0.23375999999999997 -0.15289999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -5 9 12 11 -11 13 15 -15 16 17 18 -3 28 -21 26 23 -23 25 -24 -22 -28 -20 -30
right_child=1 8 -4 5 -6 -7 -8 -9 -10 10 -12 -13 -14 14 -16 -17 -18 -19 19 20 21 22 24 -25 -26 -27 27 -29 29 -31
leaf_value=-8.5946268466207768e-08 2.6367128070671157e-05 9.8160458387260768e-06 -1.8552276189439e-05 -1.5327684687454839e-05 -2.3704474544363462e-05 1.6114481412740942e-05 9.2293788100050747e-06 -3.7337836923742126e-07 -1.0107854493822823e-05 1.5104824151854875e-05 2.7934834644030262e-05 -1.8416487659249409e-05 -1.3185563342891068e-05 1.4137700866001524e-05 -1.6472773836540002e-06 1.0408779921921119e-05 -1.537787828142644e-05 1.0209670604539994e-05 -1.7089420002559477e-05 9.3778073277080292e-06 -3.3534757814935723e-06 -4.8558625985606346e-05 1.0411786105867744e-05 -7.2985140236439833e-06 -2.7501770455273802e-05 -1.2689231589715548e-05 2.4408937486655575e-07 2.5798185788517003e-05 1.1775670582786736e-05 -9.5738371810346937e-09
leaf_weight=47 21 26 25 27 23 27 32 41 23 21 27 29 21 32 24 22 21 33 21 44 207 20 55 29 22 23 34 21 71 2052
leaf_count=47 21 26 25 27 23 27 32 41 23 21 27 29 21 32 24 22 21 33 21 44 207 20 55 29 22 23 34 21 71 2052
internal_value=0 2.45517e-07 -3.20619e-06 -1.25872e-06 -7.84632e-06 2.37225e-06 -1.33816e-06 -6.31112e-06 5.49145e-08 1.36786e-07 6.97875e-06 -4.33754e-06 -5.28579e-08 4.71736e-08 7.37271e-06 -1.04707e-07 -1.91044e-07 -7.10579e-08 -2.00301e-07 -3.00503e-07 -2.7221e-06 -4.01747e-06 -1.01146e-05 -2.41394e-05 -3.24243e-06 3.59995e-06 -5.50033e-07 1.00011e-05 2.13409e-07 3.84563e-07
internal_weight=0 2899 222 197 70 127 100 68 2878 2855 77 50 2778 2757 56 2701 2679 2658 2625 2599 455 411 149 49 100 78 262 55 2144 2123
internal_count=3121 2899 222 197 70 127 100 68 2878 2855 77 50 2778 2757 56 2701 2679 2658 2625 2599 455 411 149 49 100 78 262 55 2144 2123
is_linear=0
shrinkage=0.1


Tree=5159
num_leaves=31
num_cat=0
split_feature=1429 1417 472 1428 155 156 156 475 0 1446 471 474 474 1429 156 1429 4 157 156 157 1371 1373 150 1375 457 448 457 15 48 40
split_gain=2.31557e-07 5.24655e-07 3.92936e-07 8.50337e-07 2.61704e-07 2.52025e-07 2.56331e-07 5.42597e-07 8.52806e-07 2.40512e-07 3.13669e-07 3.26515e-07 1.44443e-06 1.38978e-06 1.34314e-06 1.2461e-06 7.13423e-07 5.62295e-07 2.21991e-06 1.47295e-06 1.06623e-06 5.76238e-07 4.93399e-06 1.25431e-06 8.37668e-07 9.38924e-07 6.62471e-07 6.08504e-07 4.91376e-07 8.77323e-07
threshold=0.12521000000000002 -0.080324999999999994 -0.38234499999999999 0.10024500000000001 0.12862000000000004 -0.13114499999999998 0.11969000000000002 0.051590000000000004 -0.080499999999999988 0.11655500000000001 0.093375000000000014 0.091180000000000011 0.088710000000000011 0.079510000000000011 0.09747500000000002 0.08759500000000002 0.51164000000000009 -0.087424999999999989 0.086340000000000014 -0.086394999999999986 0.083235000000000017 1.0000000180025095e-35 0.090480000000000019 -0.42089999999999994 0.11612500000000002 0.030280000000000001 0.09228500000000002 -0.03241999999999999 0.10227500000000002 -0.049474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 9 -9 10 11 12 17 -14 15 -13 -16 18 -7 -19 21 23 -23 -21 25 26 28 -28 -25 -30
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11 -12 14 13 -15 16 -17 -18 19 -20 20 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-1.5457073690909468e-05 1.0725506895141736e-05 -1.3591406397089096e-05 -1.1015196018672128e-05 2.0187859044675687e-05 9.1367916611498093e-06 1.3833917427260092e-06 -8.7862935839494284e-06 -8.5840783194052404e-07 2.6385980454506353e-05 -8.2190800943256662e-06 1.2182445676617569e-05 -2.6226905265502865e-05 3.6708980284553647e-05 1.127338203371872e-06 2.0507641950288143e-05 3.3482943784044685e-07 -4.3995395297651669e-06 2.3776152053100167e-05 -3.7252045531204202e-05 -2.2864825695023683e-05 -1.6772092782814165e-05 -1.3830117461566261e-05 4.9485463514429283e-05 -4.8057722063854929e-07 1.8319024893571625e-05 -1.8981129156040531e-05 5.5247528507607058e-07 2.5220341934755198e-05 2.3781466246542881e-05 2.3104443182659556e-06
leaf_weight=22 20 21 21 21 31 58 33 27 20 36 21 38 21 23 23 33 23 26 20 24 38 32 20 2215 25 26 20 20 22 141
leaf_count=22 20 21 21 21 31 58 33 27 20 36 21 38 21 23 23 33 23 26 20 24 38 32 20 2215 25 26 20 20 22 141
internal_value=0 -6.91724e-08 4.07768e-08 1.34392e-07 -4.27185e-09 -9.8541e-08 -2.17404e-08 7.62374e-08 1.07349e-05 -9.621e-08 5.71522e-09 -8.40711e-08 1.37551e-07 1.81095e-05 -5.25715e-06 -1.38813e-05 8.05405e-06 -1.56742e-07 -8.52313e-06 9.33841e-08 -1.45002e-07 1.03261e-07 1.0522e-05 -1.14058e-07 1.07092e-07 -7.92008e-08 1.24046e-07 1.28864e-05 -9.06281e-08 5.20837e-06
internal_weight=0 3101 3079 3058 3037 3006 2985 2952 47 2905 2869 2848 2731 44 117 71 46 2687 78 2609 2583 2545 52 2493 2469 2444 2418 40 2378 163
internal_count=3121 3101 3079 3058 3037 3006 2985 2952 47 2905 2869 2848 2731 44 117 71 46 2687 78 2609 2583 2545 52 2493 2469 2444 2418 40 2378 163
is_linear=0
shrinkage=0.1


Tree=5160
num_leaves=31
num_cat=0
split_feature=34 9 10 9 12 1213 1211 1211 1185 1186 43 129 42 42 474 474 42 151 13 151 15 42 4 4 1 2 45 42 151 0
split_gain=2.25999e-07 2.48892e-07 4.96964e-07 8.74559e-07 4.3132e-07 2.23459e-07 2.85921e-07 6.16546e-07 2.42793e-07 3.07532e-07 5.53197e-07 3.49628e-07 2.74273e-07 9.17045e-07 2.36982e-06 5.15676e-06 2.14783e-06 3.43987e-06 1.69828e-06 1.5955e-06 8.73787e-07 1.81563e-06 1.19263e-06 1.58627e-06 1.8463e-06 1.48824e-06 9.12467e-07 9.19354e-07 9.23788e-07 1.61411e-06
threshold=-0.112215 0.092890000000000014 0.053330000000000009 0.086220000000000005 -0.010834999999999999 0.51370000000000016 0.11986000000000001 0.11301500000000002 -0.10973499999999999 -0.087469999999999978 -0.0064299999999999991 -0.082304999999999975 0.085010000000000016 0.083995000000000014 0.088435000000000014 0.08393500000000001 0.083715000000000026 -0.085574999999999984 -0.087934999999999985 -0.52488999999999986 -0.015039999999999998 0.081660000000000024 0.053180000000000012 -0.0096849999999999974 0.08592000000000001 0.098260000000000014 0.084355000000000013 0.080840000000000009 -0.10380999999999999 -0.23811499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -3 6 7 8 -2 10 -10 -11 13 16 15 18 19 -18 -15 -13 26 22 23 -22 -25 -24 27 28 -21 -30
right_child=1 4 -4 -5 -6 -7 -8 -9 9 11 -12 12 -14 14 -16 -17 17 -19 -20 20 21 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=-8.4958002022880638e-06 -1.1096166799688946e-05 1.8359279287665231e-05 -1.2225218645681075e-05 2.0449545713962012e-05 -1.9314739719530656e-06 1.0505687350814697e-05 -9.3564276604001179e-06 1.7501761976745912e-05 1.7405942788981419e-05 1.0386855043883948e-05 -3.9561925322314805e-06 -2.9146241249691233e-05 8.5890326682501045e-07 -2.2231150056729254e-05 2.1937218357379609e-05 -5.621285487222849e-05 5.0378211497965305e-05 -7.5697870522617459e-06 8.4188660044522596e-06 1.5519558982723046e-05 -1.870495408416715e-06 -2.8031524379912298e-05 3.4023261832771823e-05 -1.934595868326803e-06 -4.3915300107215672e-05 -3.2753243866191832e-06 1.6739564769243142e-05 1.9050298720281315e-05 -2.1918188311995919e-05 5.3725002682736221e-07
leaf_weight=31 20 20 33 21 22 20 33 20 27 31 22 20 1195 29 20 24 21 20 48 37 647 28 20 22 20 23 39 27 34 547
leaf_count=31 20 20 33 21 22 20 33 20 27 31 22 20 1195 29 20 24 21 20 48 37 647 28 20 22 20 23 39 27 34 547
internal_value=0 8.52381e-08 -2.0114e-08 1.13474e-07 7.73079e-06 -2.91636e-08 -1.0001e-07 3.8533e-09 -1.15954e-07 -4.02549e-08 7.81478e-06 -1.75212e-07 -2.91278e-07 -1.13658e-06 -9.51208e-06 -1.57397e-05 -4.63205e-07 2.21109e-05 -3.12465e-06 -1.0954e-06 -7.06887e-07 -3.04056e-06 -2.08462e-06 -3.093e-06 -2.19254e-05 1.40729e-05 1.88608e-06 9.87968e-07 1.98837e-07 -7.76838e-07
internal_weight=0 3090 3048 3015 42 2994 2974 2941 2921 2901 49 2852 2821 1626 121 101 1505 41 77 1464 1444 760 732 689 42 43 684 645 618 581
internal_count=3121 3090 3048 3015 42 2994 2974 2941 2921 2901 49 2852 2821 1626 121 101 1505 41 77 1464 1444 760 732 689 42 43 684 645 618 581
is_linear=0
shrinkage=0.1


Tree=5161
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 131 132 401 0 133 1213 133 131 123 123 43 1 123 120 15 3 15 1 15 9 10 2 3 3 3 12
split_gain=2.16263e-07 6.25998e-06 3.52682e-06 1.12377e-06 2.19011e-07 4.22344e-07 2.5654e-07 1.13826e-06 9.8622e-07 7.43064e-07 7.22102e-07 2.77236e-07 3.00616e-07 9.37886e-07 5.75816e-07 5.7688e-07 7.06629e-07 5.19511e-07 7.88623e-07 4.83408e-07 9.61889e-07 4.0253e-07 1.76606e-06 1.38214e-06 1.02422e-06 6.21721e-07 5.21326e-07 1.89548e-06 1.71274e-06 3.9347e-06
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.13612500000000002 0.13831000000000002 -0.13200999999999999 -0.071924999999999989 0.51114000000000004 -1.0000000180025095e-35 0.41484500000000007 0.11767000000000001 0.08592000000000001 0.087505000000000013 -0.074974999999999986 0.13707500000000003 0.089155000000000012 1.0000000180025095e-35 -0.5556049999999999 0.048265000000000009 -0.11713499999999999 0.13743000000000002 -0.43375999999999998 0.092890000000000014 0.053330000000000009 0.15950500000000004 -0.042499999999999989 -0.055119999999999995 -0.0096849999999999974 -0.029094999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 9 10 -4 11 12 17 -14 15 16 -15 18 -8 20 -16 23 -23 24 26 -24 27 -20 29 -28
right_child=2 -3 4 -5 -6 -7 8 -9 -10 -11 -12 -13 13 14 19 -17 -18 -19 21 -21 -22 22 25 -25 -26 -27 28 -29 -30 -31
leaf_value=1.8223217241750987e-07 -4.0115343373062478e-05 5.6360757962465865e-05 7.4346010493290154e-06 -2.4811030862110786e-05 8.1758019212319407e-06 -1.3819716861524451e-05 1.696927076376856e-05 2.4952858162082107e-05 -1.8097684064647033e-05 -1.728847244521603e-05 1.7776971751869575e-05 9.2353062996153326e-06 -2.3444809911862566e-05 1.287381025842175e-05 -3.0574753209293705e-05 1.9193449898011753e-05 -9.2782684551669572e-06 -1.5899890163382226e-05 -8.9071420286551622e-08 2.4300198512199653e-06 -8.8079315219147247e-07 -3.0301728359359994e-05 -7.0632629828537579e-06 2.527785937590207e-05 -2.0902938447998958e-05 1.3541472878420825e-05 4.1424907607691145e-06 -2.8376929306735596e-05 3.5463769501637384e-07 5.3578417948431575e-05
leaf_weight=179 22 20 31 20 33 22 28 22 30 20 23 32 22 24 20 20 36 20 1819 28 24 23 32 22 23 27 69 24 385 21
leaf_count=179 22 20 31 20 33 22 28 22 30 20 23 32 22 24 20 20 36 20 1819 28 24 23 32 22 23 27 69 24 385 21
internal_value=0 3.0302e-06 -2.2867e-07 -2.32965e-06 7.60196e-08 -1.78662e-08 8.96173e-08 5.94063e-06 -6.55877e-08 -2.26072e-06 1.3315e-07 -1.72053e-08 -1.28222e-07 -4.14688e-06 -1.35376e-06 4.48528e-06 -4.17437e-07 1.52262e-07 2.82081e-07 -7.84158e-06 -1.4378e-05 9.09807e-08 -6.79688e-06 3.30001e-07 9.55486e-08 2.36602e-06 3.03903e-07 -4.57443e-07 3.25792e-06 1.56775e-05
internal_weight=0 219 2902 199 2880 2847 2825 73 2752 51 2722 2699 2667 174 152 80 60 2493 2473 72 44 2445 82 2363 2341 59 2318 1843 475 90
internal_count=3121 219 2902 199 2880 2847 2825 73 2752 51 2722 2699 2667 174 152 80 60 2493 2473 72 44 2445 82 2363 2341 59 2318 1843 475 90
is_linear=0
shrinkage=0.1


Tree=5162
num_leaves=31
num_cat=0
split_feature=132 1185 393 50 133 133 133 403 400 130 40 120 10 0 0 51 33 45 142 9 10 31 2 13 51 3 13 13 13 2
split_gain=2.28852e-07 1.60598e-06 5.51948e-07 3.69021e-07 3.19267e-07 4.06167e-07 6.89692e-07 3.77441e-07 5.17279e-07 2.11113e-07 4.75907e-07 2.702e-07 3.21242e-07 2.72026e-06 3.07776e-06 7.61855e-07 4.51222e-07 3.22692e-07 4.54183e-07 2.34182e-07 5.31778e-07 5.92618e-07 6.21542e-07 2.26413e-07 1.5736e-06 8.63044e-07 4.82008e-07 1.04289e-06 7.43402e-07 7.28074e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.10483000000000002 0.09227500000000001 -0.45516499999999999 -0.37971999999999995 -0.14717499999999997 -0.08989999999999998 -0.082934999999999995 -0.23123999999999997 -0.24290999999999999 0.090440000000000006 -0.011559999999999999 -0.10224499999999999 -0.084804999999999978 0.087505000000000013 -0.012019999999999998 0.094030000000000016 -1.0000000180025095e-35 0.088235000000000022 -0.0069899999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.17933499999999997 0.081440000000000026 0.31370500000000007 -0.097224999999999992 -0.099939999999999987 -0.093219999999999983 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7 -8 -9 -3 -11 12 13 -12 -15 -16 -14 18 -18 20 -20 -22 -23 24 25 -24 27 29 -28 -25
right_child=1 9 -4 -5 5 6 7 8 -10 10 11 -13 16 14 15 -17 17 -19 19 -21 21 22 23 26 -26 -27 28 -29 -30 -31
leaf_value=9.5762051643077952e-06 2.7790757702037116e-05 9.5781683779458283e-06 -1.5957712357390096e-05 -1.2003837163218932e-05 -1.3635975815502562e-05 1.7283324156042436e-05 7.0494563799541177e-06 -2.0368732082260978e-05 -9.0243634737584383e-07 -1.5412586008096697e-05 -3.5021227192070613e-05 1.0417683155537816e-05 1.3558430306147784e-05 3.2484110161021814e-05 -1.8749093188879281e-05 5.3436629817345729e-06 1.4833603719515459e-05 -9.6188384538757378e-06 1.5308046263469252e-05 -8.7160455772542875e-06 -1.5605639115771435e-05 1.6917594604654533e-05 1.1870264304137812e-05 -2.8112873769978887e-06 -2.2966844747429607e-05 -1.1212971527129413e-05 -1.1107874480937123e-05 2.5874710585908775e-05 1.7272982755243176e-07 1.3964777893282167e-05
leaf_weight=32 21 23 29 27 23 21 27 20 43 20 24 25 25 25 35 21 21 34 23 30 24 22 46 86 32 25 60 22 2218 37
leaf_count=32 21 23 29 27 23 21 27 20 43 20 24 25 25 25 35 21 21 34 23 30 24 22 46 86 32 25 60 22 2218 37
internal_value=0 2.3696e-07 -3.09442e-06 -1.16159e-06 6.01909e-07 -1.54121e-06 9.64916e-07 -2.84271e-06 -7.08221e-06 3.59077e-08 -4.09651e-08 6.74766e-08 -2.46071e-08 -5.45151e-06 3.30989e-06 -9.71431e-06 1.86049e-07 6.13065e-08 1.85692e-07 6.85091e-08 1.70065e-07 3.46938e-08 1.82013e-07 3.62553e-08 -4.55564e-06 3.74236e-06 2.31454e-07 5.82186e-06 -1.24389e-07 2.23517e-06
internal_weight=0 2899 222 193 166 134 111 90 63 2878 2855 2835 2810 105 81 56 2705 2680 2646 2625 2595 2572 2548 2526 103 71 2423 145 2278 123
internal_count=3121 2899 222 193 166 134 111 90 63 2878 2855 2835 2810 105 81 56 2705 2680 2646 2625 2595 2572 2548 2526 103 71 2423 145 2278 123
is_linear=0
shrinkage=0.1


Tree=5163
num_leaves=31
num_cat=0
split_feature=1213 402 1210 2 2 2 16 1212 13 13 1213 1447 1447 3 481 403 1446 1209 1210 42 0 1209 1210 403 43 130 3 2 50 132
split_gain=2.20933e-07 1.93959e-06 1.87017e-06 1.31439e-06 4.60364e-06 2.96555e-06 1.04132e-06 1.18472e-06 6.55397e-07 7.90874e-07 9.69794e-07 3.75509e-07 4.97001e-06 3.32078e-06 1.23908e-06 1.07574e-06 6.43219e-07 4.99605e-07 4.40039e-07 1.58485e-06 6.05475e-07 4.713e-07 5.67629e-07 4.61334e-07 3.54998e-07 6.6015e-07 4.34422e-07 4.88748e-07 4.19635e-07 2.65633e-06
threshold=-0.084954999999999989 0.13775000000000001 -0.094799999999999982 0.084715000000000013 0.083935000000000023 0.085155000000000022 -0.026164999999999997 -0.040879999999999993 -0.012119999999999997 -0.095304999999999987 -0.15413999999999997 -0.085684999999999997 -0.086279999999999982 -0.085709999999999995 -0.081334999999999977 -0.55276999999999987 0.037915000000000011 -0.087714999999999987 -0.064799999999999983 0.10306000000000001 -0.084674999999999986 -0.064814999999999984 -0.0087899999999999975 -0.52445499999999989 -0.45785999999999999 -0.22562499999999999 -0.12018999999999998 0.090425000000000019 0.041865000000000006 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 -1 4 6 -5 7 -4 9 -7 -11 12 13 -2 -15 -13 -16 -17 19 20 -19 -20 -23 -24 26 -26 -25 -28 -27 -30
right_child=1 -3 3 5 -6 8 -8 -9 -10 10 -12 15 -14 14 16 17 -18 18 21 -21 -22 22 23 24 25 28 27 -29 29 -31
leaf_value=2.6727326922841243e-05 -3.3568836294795839e-05 -2.435805741890473e-05 -4.5689443830834253e-06 4.089414203138274e-05 -4.8068057224989627e-05 1.1814740037152661e-05 -1.5828112224302129e-05 2.4015095814006759e-05 1.1622294822576474e-05 4.5353715449891752e-08 -2.6546783586430442e-05 -2.0862492157903035e-05 5.0992815597510348e-05 2.7998331643175336e-05 1.1527725833413728e-05 1.4985218945184899e-05 -1.1041759709330889e-05 -1.0899565237729384e-05 1.1779916445341181e-05 -3.1056679901147232e-05 9.1269775111868515e-06 -1.5066111460328103e-05 1.1646281756625018e-05 -3.4539856507628295e-06 -1.7535747205825331e-05 -7.7095622654139946e-07 3.8734539186537275e-06 2.4341148746316323e-05 3.0866358467333601e-05 5.2528846402373836e-07
leaf_weight=29 27 33 29 21 23 20 22 29 33 32 24 25 20 21 23 22 28 26 34 21 36 25 34 27 22 1939 28 20 31 417
leaf_count=29 27 33 29 21 23 20 22 29 33 32 24 25 20 21 23 22 28 26 34 21 36 25 34 27 22 1939 28 20 31 417
internal_value=0 -2.547e-07 2.77932e-06 -2.01328e-07 -8.63928e-06 6.48412e-06 2.6965e-06 9.72308e-06 -1.4533e-07 -5.25496e-06 -1.13513e-05 2.67614e-08 5.52463e-06 -3.66086e-06 7.55463e-06 -2.14926e-07 -8.63364e-07 -2.24613e-08 -1.46585e-07 -7.31335e-06 7.2875e-07 8.42421e-08 -7.21295e-08 7.67385e-08 -8.16208e-08 -2.92556e-07 6.69363e-06 1.24017e-05 -1.33633e-07 2.62478e-06
internal_weight=0 2859 262 233 103 130 80 58 109 76 56 2826 119 99 72 2707 51 2682 2660 83 62 2577 2543 2518 2484 2409 75 48 2387 448
internal_count=3121 2859 262 233 103 130 80 58 109 76 56 2826 119 99 72 2707 51 2682 2660 83 62 2577 2543 2518 2484 2409 75 48 2387 448
is_linear=0
shrinkage=0.1


Tree=5164
num_leaves=31
num_cat=0
split_feature=132 393 1203 1 121 50 133 0 157 1456 52 1419 1420 1420 475 43 16 472 131 132 158 12 9 33 9 42 16 15 43 12
split_gain=2.43182e-07 1.3617e-06 4.96224e-07 2.55495e-07 9.28624e-07 2.56728e-07 1.15215e-06 1.39652e-06 7.21115e-07 4.09553e-07 9.1629e-07 3.9833e-07 1.05489e-06 9.34359e-07 4.70332e-07 3.83758e-07 3.6009e-07 7.79593e-07 3.49805e-07 3.85244e-07 3.11842e-07 4.6637e-07 8.17016e-07 7.47519e-07 5.08646e-07 3.65032e-07 1.37844e-06 1.72145e-06 1.25419e-06 5.81027e-07
threshold=-0.083174999999999985 0.12069000000000002 0.088820000000000024 0.16540500000000002 -0.094339999999999993 -0.099524999999999988 0.090665000000000009 -0.067094999999999988 0.63604500000000008 0.10959500000000001 -0.034054999999999995 0.086505000000000012 -0.083604999999999985 -0.085599999999999996 -0.082139999999999991 -0.064334999999999989 0.63167000000000006 -0.0094849999999999986 0.13612500000000002 0.13831000000000002 0.13270500000000005 0.12757000000000002 0.092890000000000014 -0.009184999999999997 0.085555000000000006 0.11839500000000001 -0.073404999999999984 0.090455000000000021 0.057265000000000003 0.098150000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 7 -6 9 11 -11 13 -13 -7 -14 -9 17 -15 19 20 21 22 23 -19 25 29 27 -27 -28 -25
right_child=1 -3 -4 -5 5 8 -8 15 -10 10 -12 12 14 16 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-1.3936800719045669e-06 -1.9616596292356312e-05 2.5616087701304684e-05 -1.5634521969332126e-05 1.012443807485397e-05 -1.6643479958661702e-05 -2.1488946431418298e-05 2.0174516007768144e-05 2.0466071805458342e-05 -1.897287707834039e-05 5.2158045615545813e-06 -2.3330340038386488e-05 2.6445546730731924e-05 7.8499915131639384e-06 1.6344750423134732e-05 -1.1662686528930116e-05 1.1109409786600045e-06 -1.2529007029694516e-05 -1.6290678312153823e-05 1.0685220630905186e-05 -1.3177725271485873e-05 1.2248062235119593e-05 -1.1287720766025208e-05 1.5130613021736081e-05 2.7996801644923392e-07 1.5639259557550153e-05 1.5470633315133107e-05 3.6701212206732444e-05 -2.3366435023490341e-05 2.1401623771886254e-06 -5.2237087019965713e-06
leaf_weight=194 24 21 28 25 35 20 34 20 20 22 23 21 30 30 21 21 22 28 31 22 21 36 36 2015 21 21 21 25 21 212
leaf_count=194 24 21 28 25 35 20 34 20 20 22 23 21 30 30 21 21 22 28 31 22 21 36 36 2015 21 21 21 25 21 212
internal_value=0 2.44271e-07 -3.18982e-06 5.91399e-08 -2.90594e-08 1.37113e-07 4.8733e-06 -1.97198e-06 -5.44947e-08 8.56934e-08 -9.37445e-06 2.46095e-07 7.5825e-06 4.1517e-08 -1.84641e-07 1.05525e-05 2.09592e-07 3.19927e-07 1.28395e-07 -3.61858e-09 1.14342e-07 9.74145e-09 1.79203e-07 -4.84831e-08 1.46201e-07 5.65901e-09 6.32263e-06 -5.63647e-06 1.94207e-05 -2.43956e-07
internal_weight=0 2899 222 2878 2853 2829 110 76 2719 2699 45 2654 72 2582 51 41 2562 2540 2510 2479 2457 2436 2400 2364 2336 2315 88 46 42 2227
internal_count=3121 2899 222 2878 2853 2829 110 76 2719 2699 45 2654 72 2582 51 41 2562 2540 2510 2479 2457 2436 2400 2364 2336 2315 88 46 42 2227
is_linear=0
shrinkage=0.1


Tree=5165
num_leaves=31
num_cat=0
split_feature=40 130 42 132 394 15 399 50 1 403 1204 1213 1212 1213 15 1213 402 402 403 133 402 1209 1208 1212 1212 402 1213 13 1210 401
split_gain=2.42714e-07 6.46177e-07 5.28937e-07 2.42734e-07 1.38593e-06 4.70942e-07 3.54801e-07 1.29979e-06 2.97183e-07 2.8002e-07 3.65251e-07 4.22098e-07 2.37844e-07 3.3958e-07 8.99423e-07 5.36164e-07 2.92166e-07 6.84383e-07 6.8079e-07 5.90285e-07 4.25732e-07 5.34483e-07 7.83192e-07 3.93642e-07 1.30628e-06 1.4242e-06 6.35818e-07 2.7035e-06 2.34056e-06 5.28928e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083174999999999985 0.10969000000000002 0.092400000000000024 0.091580000000000009 0.09227500000000001 0.089875000000000024 -0.020569999999999995 -0.0030749999999999996 0.086260000000000017 -0.52517999999999987 -0.24064499999999997 0.089165000000000008 -0.15413999999999997 -0.46900499999999995 -0.45015499999999992 -0.43370499999999995 0.50628500000000021 -0.20792499999999997 0.10691500000000002 0.089655000000000012 -0.121045 -0.089544999999999986 0.13775000000000001 -0.088064999999999991 -0.088319999999999996 -0.083289999999999989 0.10632500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 12 6 7 8 9 10 11 -3 -5 14 -14 -15 18 -18 -17 20 -19 22 23 -22 -25 26 27 -26 -28 -30
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 13 15 -16 16 17 19 -20 -21 21 -23 -24 24 25 -27 28 -29 29 -31
leaf_value=1.0980862382439228e-05 -1.714808759474677e-05 -4.0988838873090573e-06 1.483877698926032e-05 1.0600058651886814e-05 2.6415158536110543e-05 -1.6182426086743361e-05 7.3612839704158731e-06 -2.5082038210181663e-05 -1.0201590446187134e-05 9.262236747082698e-06 -1.1447507722550655e-05 1.4386208264719849e-05 2.7181445458575959e-06 1.4673110701551196e-05 -2.0067356881554592e-05 -4.2374350414320366e-06 -1.447981699017777e-05 -1.3156764423911229e-05 2.154201961729996e-05 1.2384348796283457e-05 -1.255321621283656e-05 1.1425201969359478e-05 -1.9935727486881663e-05 2.0456781644937901e-05 -3.9451112015740364e-05 -2.6130524600462411e-05 3.0690774125105238e-05 8.6871069697735948e-06 -2.3407609406540572e-07 1.3592735042168768e-05
leaf_weight=20 22 30 24 21 20 25 36 24 23 38 24 21 41 25 30 21 33 25 20 38 25 40 20 31 20 21 25 28 2322 28
leaf_count=20 22 30 24 21 20 25 36 24 23 38 24 21 41 25 30 21 33 25 20 38 25 40 20 31 20 21 25 28 2322 28
internal_value=0 -7.08211e-08 5.11989e-08 -6.49719e-08 1.83946e-07 -3.25697e-06 -1.60832e-06 -3.62648e-06 1.59795e-07 2.26875e-06 -1.27462e-06 3.51262e-06 -2.48792e-09 -8.22063e-08 -6.90953e-06 9.5876e-08 -3.92485e-08 -1.68565e-07 8.33791e-06 1.14855e-08 -1.70398e-07 -4.3578e-08 -2.25622e-07 -6.79413e-08 5.81726e-08 -2.00566e-07 2.41676e-08 -1.13705e-05 2.54459e-07 -6.93311e-08
internal_weight=0 3101 3079 3055 2834 221 196 160 136 113 75 51 2814 2793 71 2722 2697 2656 41 2623 2585 2560 2520 2500 2475 2444 2423 48 2375 2350
internal_count=3121 3101 3079 3055 2834 221 196 160 136 113 75 51 2814 2793 71 2722 2697 2656 41 2623 2585 2560 2520 2500 2475 2444 2423 48 2375 2350
is_linear=0
shrinkage=0.1


Tree=5166
num_leaves=31
num_cat=0
split_feature=130 2 132 1203 1185 50 402 1212 46 1428 473 471 11 12 1 11 1201 474 16 16 124 52 1 1455 159 4 2 2 13 0
split_gain=2.74099e-07 3.60691e-07 2.43573e-07 6.81039e-06 3.60928e-06 1.47089e-06 2.38365e-07 4.95337e-07 2.17781e-07 5.25185e-07 4.74643e-07 4.14067e-07 3.28888e-07 1.35822e-06 8.10302e-07 4.90731e-07 6.62175e-07 3.98471e-07 5.44708e-07 4.04794e-07 1.02276e-06 9.29267e-07 9.20944e-07 9.16232e-07 1.51015e-06 1.22959e-06 7.31301e-07 1.99774e-06 9.55175e-07 6.78424e-07
threshold=-0.23123999999999997 0.31358000000000003 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.31278000000000006 0.15049500000000002 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 0.090070000000000025 0.10149500000000002 0.11249000000000002 0.085875000000000021 -0.081779999999999978 -0.08539999999999999 0.26799500000000004 0.15891500000000003 -1.0000000180025095e-35 0.10024500000000001 0.11751000000000002 0.091225000000000014 0.10545500000000001 -0.50690499999999983 0.10912000000000001 0.11448000000000001 -0.06884499999999999 -0.070889999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 7 8 9 -6 -11 -12 15 -14 -15 16 -13 18 -18 -19 -21 22 23 24 25 -22 28 -28 -27 -30
right_child=1 -3 4 -5 6 -7 -8 -9 -10 10 11 12 13 14 -16 -17 17 19 -20 20 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=1.0876366911321859e-05 3.8576833089740671e-07 -1.099249035784548e-05 -4.0568508434675596e-05 5.738825677673006e-05 -1.2719148639916967e-05 -2.8216337753974588e-05 1.0707238470786252e-05 -1.5287180472764054e-05 7.1083597960223827e-06 1.5515512059209867e-05 -1.3609720914783712e-05 1.7404787120705642e-05 2.2412561030904501e-05 -1.9553556635401039e-05 7.0032246353716965e-06 -1.1962904594544372e-05 -9.7051680590400644e-07 3.2551404419890722e-07 2.1594578884105433e-05 1.8008299390376559e-05 2.1959669016802726e-05 -2.4138012288502703e-05 -1.8047072021668223e-05 1.9377341550352868e-05 -2.3502479662936587e-05 8.7716512228195953e-07 3.1437454191247875e-05 -6.4909113938838578e-06 -3.4607659403184743e-06 -2.583373606092099e-05
leaf_weight=23 178 30 22 21 32 20 21 21 44 20 22 22 32 20 27 34 23 2146 20 21 23 23 37 20 31 70 21 41 23 33
leaf_count=23 178 30 22 21 32 20 21 21 44 20 22 22 32 20 27 34 23 2146 20 21 23 23 37 20 31 70 21 41 23 33
internal_value=0 -8.07482e-08 2.59507e-08 3.2397e-06 -2.21087e-07 -2.50333e-06 9.29008e-08 1.34635e-08 1.28836e-07 1.67973e-08 1.6724e-07 5.30844e-08 1.65788e-07 6.52175e-06 -4.29753e-06 -2.82303e-08 1.30649e-07 -1.94418e-08 9.52488e-06 -1.8433e-07 -3.3742e-06 -4.76871e-06 -3.27876e-06 -1.19316e-06 -2.8932e-06 1.34702e-07 -2.53537e-06 6.35579e-06 -6.91039e-06 -1.66448e-05
internal_weight=0 3098 3068 219 2849 198 2827 2806 2785 2741 2709 2689 2667 79 47 2588 2554 2532 43 2489 343 322 299 262 242 211 188 62 126 56
internal_count=3121 3098 3068 219 2849 198 2827 2806 2785 2741 2709 2689 2667 79 47 2588 2554 2532 43 2489 343 322 299 262 242 211 188 62 126 56
is_linear=0
shrinkage=0.1


Tree=5167
num_leaves=31
num_cat=0
split_feature=421 9 2 33 149 49 9 1365 44 158 1 15 2 48 457 2 15 12 49 43 16 148 2 1420 52 155 147 0 0 1
split_gain=2.25228e-07 5.21893e-07 9.60077e-07 6.22032e-07 4.63635e-07 8.04472e-07 4.22068e-07 2.73426e-07 2.56123e-07 1.02884e-06 2.57115e-07 7.11815e-07 2.65338e-07 7.50105e-07 1.0675e-06 9.40948e-07 1.16024e-06 1.36885e-06 5.63443e-07 6.33585e-07 6.18702e-07 5.55732e-07 6.29848e-07 1.40038e-06 5.12856e-07 5.05031e-07 5.01028e-07 5.86143e-07 9.05356e-07 2.22924e-06
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 -0.009184999999999997 0.091325000000000003 -0.054984999999999992 0.085555000000000006 0.088010000000000019 0.099360000000000018 -0.47356499999999996 0.16540500000000002 -0.56020999999999987 0.12299 0.12879500000000002 0.41022000000000008 0.11682500000000001 -0.052074999999999989 0.092995000000000008 0.15266500000000002 -0.13868499999999997 -0.5048999999999999 -0.098399999999999974 0.11510000000000002 0.056520000000000008 -0.24164999999999998 0.14547000000000002 0.092070000000000013 0.13134000000000004 0.10455500000000001 0.103565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 7 8 9 -5 11 -11 13 14 15 21 17 -17 19 -14 -21 -13 23 25 -22 26 27 28 -23 -30
right_child=1 2 -4 4 5 -7 -8 -9 -10 10 -12 12 18 -15 -16 16 -18 -19 -20 20 24 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.0577910234133015e-05 -1.4925610048521776e-05 -2.3054440462146889e-06 2.7089611762676213e-05 1.9908760595381653e-05 1.6836781399503638e-06 -2.499305239325622e-05 1.4001446081899552e-05 1.0729422251642973e-05 -9.3390356400489293e-06 -1.6955981239334509e-05 1.0696093485504125e-05 -1.5480321047542257e-05 -8.6032083800091644e-06 -1.9127650556410593e-05 2.0412159499755946e-05 1.5610329633849084e-05 -2.5782949614949759e-05 -1.8529227900612371e-05 -1.212033944697892e-05 2.1147284083921337e-05 1.7441016119007074e-05 -8.866990378244264e-08 1.4537268980348018e-05 -2.6393340281174463e-05 2.1391087440931494e-06 1.5617680990198141e-05 1.3585871304426461e-05 9.6419083600570365e-06 -3.9299058717006122e-05 5.4928730969550087e-06
leaf_weight=20 28 25 20 26 26 20 22 24 29 25 22 23 31 21 25 24 32 23 22 26 26 2239 30 20 139 21 27 60 20 25
leaf_count=20 28 25 20 26 26 20 22 24 29 25 22 23 31 21 25 24 32 23 22 26 26 2239 30 20 139 21 27 60 20 25
internal_value=0 6.82194e-08 1.0759e-05 -8.92041e-08 4.79886e-08 -9.9149e-06 2.01675e-07 9.91091e-08 1.22128e-08 1.055e-07 -7.32173e-08 -1.56087e-07 -7.8876e-09 -3.0488e-07 -1.51015e-07 -3.5309e-07 -1.10959e-05 -1.09626e-06 3.14461e-06 4.65735e-06 6.80959e-06 -8.79637e-09 1.36922e-07 -4.21865e-08 4.55032e-06 1.78141e-07 4.13926e-08 -1.14623e-07 -3.70924e-07 -1.44147e-05
internal_weight=0 3101 45 3056 3028 46 2982 2960 2936 2907 2881 2859 2834 2590 2569 2544 79 47 244 222 191 2465 2442 2412 165 2392 2371 2344 2284 45
internal_count=3121 3101 45 3056 3028 46 2982 2960 2936 2907 2881 2859 2834 2590 2569 2544 79 47 244 222 191 2465 2442 2412 165 2392 2371 2344 2284 45
is_linear=0
shrinkage=0.1


Tree=5168
num_leaves=31
num_cat=0
split_feature=1373 457 49 448 1348 16 1 1 0 3 457 45 11 9 10 13 2 12 15 9 2 158 52 39 43 133 2 3 2 124
split_gain=2.4371e-07 6.0877e-07 1.9908e-06 6.42282e-07 6.45902e-07 2.83572e-07 4.71536e-07 1.15739e-06 3.62498e-07 3.53998e-07 3.51246e-07 3.23649e-07 1.19076e-06 7.1039e-07 1.29594e-06 9.90958e-07 6.80139e-07 3.28696e-07 4.54412e-07 2.70695e-06 9.45514e-07 8.95928e-07 6.60994e-07 5.20287e-07 9.19284e-07 7.51385e-07 5.12974e-07 1.09087e-06 1.03349e-06 4.80088e-07
threshold=-1.0000000180025095e-35 0.11612500000000002 -0.049784999999999989 0.030280000000000001 0.091105000000000005 -0.52595999999999987 0.11181500000000001 0.10439500000000002 -0.23811499999999999 -0.090569999999999984 0.091495000000000007 0.094030000000000016 -0.011194999999999998 0.092235000000000011 0.0036750000000000007 -0.0075049999999999987 -0.033169999999999991 -0.14757499999999998 -0.10203999999999998 -1.0000000180025095e-35 -0.0050599999999999994 0.10398500000000001 0.15116000000000002 0.087470000000000006 -0.050459999999999998 -0.14717499999999997 0.087470000000000006 -0.084724999999999981 0.092755000000000018 -0.087759999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 9 -7 -2 11 12 -10 14 16 -15 -14 -18 19 -19 -20 22 23 25 -25 -21 27 -27 -28 -22
right_child=1 2 -4 -5 -6 8 -8 -9 10 -11 -12 -13 13 15 -16 -17 17 18 20 21 29 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-9.6412409640414327e-06 5.7382348066831971e-06 -1.1199226541759258e-05 3.056579025360406e-05 -1.5741343077024794e-05 1.7954622926481537e-05 1.2363412876463068e-05 2.7032509372020286e-06 -2.9716253924388662e-05 2.173955754551571e-05 -1.0812516571453064e-05 1.0279128026592265e-05 -1.0429219168296792e-05 -1.521405642809744e-05 2.3266762673301858e-06 1.8858445580210375e-05 -2.9152811184758323e-05 -9.9906281155364752e-06 3.9108107748688788e-05 -1.8411644057401836e-05 1.4867351803461913e-05 1.413466319243763e-05 2.1780159129320965e-05 -1.3439170529774415e-05 2.3851739052378648e-05 -2.7403876498073474e-06 1.4468998697652595e-06 1.5674742819020835e-05 -2.8082907275265001e-05 -4.0579915486721971e-06 -3.8767901791510387e-07
leaf_weight=26 28 21 25 26 20 24 50 21 25 24 33 30 30 20 36 20 33 20 29 28 23 20 33 26 26 29 34 22 121 2218
leaf_count=26 28 21 25 26 20 24 50 21 25 24 33 30 30 20 36 20 33 20 29 28 23 20 33 26 26 29 34 22 121 2218
internal_value=0 8.09971e-08 1.14992e-05 -9.12676e-08 4.33344e-08 -7.59549e-08 -4.77812e-06 -9.90234e-06 1.24867e-07 -1.90057e-06 2.20218e-08 -9.78807e-08 1.30897e-08 -1.83139e-07 1.0848e-08 -1.34131e-05 -2.412e-07 -7.24602e-08 5.20356e-08 3.35798e-06 -4.70798e-07 1.24883e-06 -3.84051e-08 1.50784e-06 1.05557e-05 -5.02794e-07 -2.59194e-06 -1.12914e-05 2.70479e-07 -2.38632e-07
internal_weight=0 3095 46 3049 3023 3003 123 73 2880 52 2856 2823 2793 2768 2728 40 2692 2662 2629 359 2270 339 319 286 52 234 206 51 155 2241
internal_count=3121 3095 46 3049 3023 3003 123 73 2880 52 2856 2823 2793 2768 2728 40 2692 2662 2629 359 2270 339 319 286 52 234 206 51 155 2241
is_linear=0
shrinkage=0.1


Tree=5169
num_leaves=31
num_cat=0
split_feature=11 142 147 147 147 123 123 34 13 9 2 123 97 1 1 43 447 0 148 1371 1365 457 43 484 484 1373 484 42 15 482
split_gain=2.86561e-07 2.81278e-07 3.92147e-07 5.57588e-07 3.17398e-07 2.96861e-07 1.17993e-06 5.99765e-07 1.36095e-06 1.31709e-06 1.02305e-06 5.56388e-07 3.92975e-07 1.10838e-06 6.20593e-07 3.23359e-07 3.15133e-07 3.80441e-07 2.8917e-07 2.973e-07 2.86225e-07 2.78162e-07 1.01458e-06 3.96109e-07 3.60267e-06 2.17076e-06 1.70332e-06 3.83796e-06 1.77968e-06 2.21789e-06
threshold=-0.072629999999999986 -0.057499999999999989 0.099730000000000027 0.093875000000000014 0.090755000000000016 0.08592000000000001 0.087505000000000013 -0.057544999999999992 -0.0097949999999999982 0.091600000000000015 -1.0000000180025095e-35 0.084280000000000008 -0.049229999999999996 0.13707500000000003 0.12656000000000003 -0.04890499999999999 0.089095000000000021 -0.24955499999999997 1.0000000180025095e-35 0.086910000000000015 0.085025000000000017 -0.087749999999999981 -0.085474999999999982 0.087020000000000014 0.085740000000000011 1.0000000180025095e-35 0.10126500000000001 0.083715000000000026 -0.067579999999999987 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 8 -3 10 -9 16 -8 14 15 -14 17 -12 19 20 21 22 -19 24 25 -23 27 -25 29 -28
right_child=1 2 -4 -5 -6 6 12 9 -10 -11 11 -13 13 -15 -16 -17 -18 18 -20 -21 -22 23 -24 26 -26 -27 28 -29 -30 -31
leaf_value=-1.1642141916603404e-05 -1.118818314683846e-05 -8.8971393476337348e-07 1.0535124820718365e-05 -1.4545025039926538e-05 1.2413413363295454e-05 -2.6782992699736498e-05 -1.3677393976000271e-05 1.6866039314245917e-05 2.9371686180282899e-05 -1.8902331764062789e-05 1.1480890430777499e-05 1.6336846796808198e-05 6.2198848273611584e-06 1.7957741486801146e-05 -1.6588028331300719e-05 -7.183254480575367e-06 -1.2509712505561765e-05 -2.3952402708263519e-05 -1.1723486027005407e-05 1.0698033020162257e-05 1.0005955955096268e-05 -3.273724924616465e-07 3.1655359831544245e-06 -2.0814622980558814e-06 -3.975785823810008e-05 2.7691380955729984e-05 -3.0719355202170454e-05 4.2445177268746195e-05 8.3316633305058175e-06 8.3133678041728383e-06
leaf_weight=21 22 42 36 26 21 20 21 37 23 36 29 21 45 30 28 30 20 22 21 26 28 2220 37 49 23 28 37 32 66 24
leaf_count=21 22 42 36 26 21 20 21 37 23 36 29 21 45 30 28 30 20 22 21 26 28 2220 37 49 23 28 37 32 66 24
internal_value=0 7.8866e-08 1.59397e-07 3.66075e-08 1.62311e-07 7.64104e-08 -3.9323e-06 3.23669e-07 9.81817e-06 9.97419e-08 3.5124e-07 1.23492e-07 -9.64679e-07 1.04259e-06 -3.88415e-06 8.58629e-07 -4.41193e-09 9.02535e-08 -3.61638e-08 5.85251e-08 -4.92797e-08 -1.60212e-07 -6.94624e-06 1.29467e-09 -3.81259e-07 2.16155e-08 4.17812e-06 1.55093e-05 -3.04886e-06 -1.53622e-05
internal_weight=0 3100 3078 3042 3016 2995 174 2821 65 2756 2720 2683 154 133 103 75 2662 2642 2613 2592 2566 2538 59 2479 2271 2248 208 81 127 61
internal_count=3121 3100 3078 3042 3016 2995 174 2821 65 2756 2720 2683 154 133 103 75 2662 2642 2613 2592 2566 2538 59 2479 2271 2248 208 81 127 61
is_linear=0
shrinkage=0.1


Tree=5170
num_leaves=31
num_cat=0
split_feature=11 142 147 147 474 474 1429 2 13 0 1428 52 3 484 159 51 1 0 4 0 16 12 4 12 4 4 4 1210 12 2
split_gain=2.32115e-07 2.27836e-07 3.17639e-07 4.51647e-07 2.86984e-07 1.1696e-06 9.08717e-07 1.24803e-06 3.19354e-07 1.45217e-06 9.3868e-07 1.31779e-06 1.19092e-06 7.93632e-07 1.17675e-06 5.9677e-07 1.46745e-06 8.21022e-07 1.00383e-06 1.15039e-06 4.33106e-07 6.43932e-07 1.70701e-06 5.20507e-07 1.60653e-06 2.28556e-06 1.36084e-06 8.58157e-07 8.09787e-07 2.43466e-06
threshold=-0.072629999999999986 -0.057499999999999989 0.099730000000000027 0.093875000000000014 -0.090834999999999985 -0.07636999999999998 -0.067934999999999982 0.10613000000000002 0.10002500000000002 0.12113000000000002 -0.020064999999999996 -0.56022499999999986 -0.23446499999999998 0.090535000000000018 0.10141500000000002 -0.20636999999999997 0.12456000000000002 -0.094654999999999975 -0.095774999999999985 -0.080869999999999984 0.061255000000000011 0.10016000000000001 -0.036839999999999991 0.092355000000000007 -0.080924999999999983 -0.083439999999999986 -0.078439999999999996 -0.064799999999999983 0.090995000000000006 0.092875000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 -8 10 13 -7 -12 -13 14 15 -10 17 -17 -19 -20 23 -22 -23 28 25 -25 -26 -28 -14 -30
right_child=1 2 -4 -5 5 8 7 -9 9 -11 11 12 20 -15 -16 16 -18 18 19 -21 21 22 -24 24 26 -27 27 -29 29 -31
leaf_value=-1.0477928724196231e-05 -1.0069364320357141e-05 -1.9204380239370363e-05 9.4816122934086422e-06 -1.3090522695445264e-05 2.4410181349594499e-05 -1.8389217646992103e-05 1.9159728822160105e-05 -1.1916575398832462e-05 1.3522362616110889e-05 2.5022327417900672e-05 1.8262802344300631e-05 -2.2910684368110633e-05 2.102113084004338e-07 -1.6318253852887209e-05 2.4201886639196386e-05 1.5707574563396434e-05 -2.7583820766494683e-05 1.1118287379345434e-05 -2.9521694458318441e-05 -8.5624342643443794e-07 -1.1639220580126741e-06 -3.2769029869086809e-05 -6.5716445923109342e-07 4.3890107254146892e-06 -1.8922110229463977e-05 4.6347345523827244e-05 -1.4825689467775544e-05 3.923022756829653e-06 -1.6599744195851405e-05 2.1514447626898239e-05
leaf_weight=21 22 31 36 26 20 28 24 28 28 28 39 23 1558 24 23 31 20 33 21 42 323 25 49 37 31 20 26 400 83 21
leaf_count=21 22 31 36 26 20 28 24 28 28 28 39 23 1558 24 23 31 20 33 21 42 323 25 49 37 31 20 26 400 83 21
internal_value=0 7.09865e-08 1.43465e-07 3.2954e-08 1.46087e-07 3.10183e-07 -5.65261e-06 2.42633e-06 1.44718e-07 3.562e-06 -1.76094e-07 1.74421e-08 -2.5666e-07 8.55295e-07 2.93694e-06 1.42116e-07 -2.4065e-06 1.55843e-06 -3.01057e-06 -1.04114e-05 -5.41561e-08 -3.09162e-06 -1.15058e-05 5.00014e-07 3.28112e-06 1.91112e-05 1.30669e-06 2.77874e-06 -3.60088e-07 -8.90361e-06
internal_weight=0 3100 3078 3042 3016 2933 83 52 2913 250 2663 2635 2596 222 198 175 147 127 96 63 2573 397 74 2176 514 57 457 426 1662 104
internal_count=3121 3100 3078 3042 3016 2933 83 52 2913 250 2663 2635 2596 222 198 175 147 127 96 63 2573 397 74 2176 514 57 457 426 1662 104
is_linear=0
shrinkage=0.1


Tree=5171
num_leaves=31
num_cat=0
split_feature=402 1212 401 401 3 401 132 1185 1203 43 43 43 15 43 16 16 43 12 52 13 1429 475 52 3 2 0 13 13 52 4
split_gain=2.27949e-07 3.77252e-07 4.26165e-07 2.95877e-07 2.84654e-06 4.09465e-07 3.13248e-07 1.20484e-06 9.48647e-07 2.28476e-07 6.3847e-07 1.16082e-06 6.40466e-07 5.98837e-07 7.52075e-07 7.79676e-07 4.50933e-07 4.11786e-07 3.92487e-07 3.31675e-07 9.45291e-07 2.16573e-06 8.99151e-07 1.21651e-06 1.1591e-06 4.60348e-07 4.98566e-07 8.84486e-07 1.18512e-06 4.39489e-07
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 0.11602000000000001 -0.078724999999999976 0.11061500000000002 -0.083449999999999983 -0.087384999999999977 0.089165000000000008 -0.45785999999999999 -0.25681499999999996 -0.23714499999999997 -0.016799999999999995 -0.14792499999999997 -0.080789999999999987 -0.0048099999999999992 -0.14169499999999999 0.10016000000000001 0.083680000000000018 0.10002500000000002 -0.23587499999999997 0.11922500000000001 -0.53447999999999996 -0.13309499999999996 0.10527500000000002 0.16094000000000003 0.086705000000000018 0.056795000000000005 -0.015539999999999998 -0.51843499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 8 -8 -1 17 12 -12 -11 14 18 -16 -15 -9 -13 20 -18 25 -21 24 -24 26 27 29 -29 -22
right_child=-2 -3 -4 4 -6 -7 7 9 -10 10 11 13 -14 16 15 -17 19 -19 -20 22 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.5434322554473629e-06 1.0383481640019455e-05 -1.3427988770196127e-05 1.329421532621685e-05 -3.6087195312575211e-05 1.4994352416882371e-05 1.3045088121543814e-05 2.3518226771557239e-05 4.7065288208663222e-07 -2.397764277326414e-05 -8.4448734212302323e-07 2.2933636616719676e-05 -8.7007968679906537e-06 -2.5312771156222881e-05 1.4419581306025395e-05 1.4452954771761804e-05 -9.7072396409417073e-06 2.1464697074407013e-05 1.5615835580389943e-05 -2.8056585379090396e-05 2.4113901337754909e-05 -1.1139777357397287e-05 -3.2338713191122574e-05 2.789741788763509e-05 -1.5624443975476817e-05 -5.3275951299405107e-06 -1.4480094267035137e-05 1.1265060693178024e-05 -2.7941652272672329e-05 4.4369412944433869e-06 3.1635603078208755e-07
leaf_weight=184 21 21 24 20 24 24 22 58 21 23 22 22 20 22 22 34 20 26 20 21 34 21 21 28 21 22 39 26 20 2218
leaf_count=184 21 21 24 20 24 24 22 58 21 23 22 22 20 22 22 34 20 26 20 21 34 21 21 28 21 22 39 26 20 2218
internal_value=0 -7.03427e-08 2.07617e-08 -8.35142e-08 -8.22453e-06 3.54512e-08 -6.90789e-08 2.08909e-07 -3.84157e-06 2.31096e-08 -1.38089e-07 5.93056e-08 -1.22251e-05 -1.33431e-07 -7.80235e-06 -2.15735e-07 1.65635e-07 5.15845e-06 -1.79178e-05 3.97475e-08 -1.84943e-07 -3.66873e-07 5.96565e-06 5.21169e-07 1.12849e-05 -8.22567e-08 5.32813e-08 -1.36997e-07 -1.3864e-05 1.43395e-07
internal_weight=0 3100 3079 3055 44 3011 2987 2782 205 2760 2676 2633 43 2611 98 56 2513 84 42 2491 2400 2380 91 70 42 2359 2337 2298 46 2252
internal_count=3121 3100 3079 3055 44 3011 2987 2782 205 2760 2676 2633 43 2611 98 56 2513 84 42 2491 2400 2380 91 70 42 2359 2337 2298 46 2252
is_linear=0
shrinkage=0.1


Tree=5172
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 12 0 400 12 1 121 1427 472 1425 1373 457 49 147 151 147 16 4 402 133 43 2 39 16 151 0 13
split_gain=2.42496e-07 6.50045e-06 3.38903e-06 6.11934e-07 2.14254e-07 4.99433e-07 2.32215e-07 2.1226e-07 2.12247e-07 8.3e-07 2.79865e-07 2.91381e-07 4.09429e-07 2.44858e-07 4.63376e-07 1.46595e-06 5.51182e-07 1.95837e-06 3.92632e-07 2.84573e-07 7.96022e-07 5.06867e-07 6.41029e-07 5.46671e-07 8.98354e-07 8.41577e-07 1.17674e-06 1.39917e-06 8.23657e-07 7.64099e-07
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.085960000000000023 0.11418000000000002 -0.077429999999999985 -0.087079999999999977 0.087385000000000004 0.16540500000000002 -0.094339999999999993 0.094380000000000006 -0.38234499999999999 0.095135000000000011 -1.0000000180025095e-35 0.11612500000000002 -0.049784999999999989 0.093875000000000014 -0.072119999999999976 0.090635000000000007 -0.15241499999999997 -0.064804999999999988 0.095140000000000016 -0.054584999999999995 -0.080884999999999985 0.11704500000000001 0.089790000000000023 -0.5009849999999999 -0.0093999999999999986 -0.12333499999999999 -0.049279999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -8 9 -4 11 -11 13 -13 16 -16 18 -18 19 20 -15 22 -22 -24 25 26 27 -25 -29 -26
right_child=2 -3 8 -5 -6 -7 7 -9 -10 10 -12 12 -14 14 15 -17 17 -19 -20 -21 21 -23 23 24 29 -27 -28 28 -30 -31
leaf_value=7.7262202986665738e-06 -3.9341886738177645e-05 5.4763808599421867e-05 -1.8542067654910475e-05 -1.5963206997498518e-05 -6.7279920282696073e-06 1.3284799521098365e-05 2.0150821996773603e-06 -8.4951414494397525e-06 9.2304995309859808e-06 -1.1180645125695382e-05 9.5825550283001185e-06 -9.8504410998430111e-06 1.2375636369041687e-05 -1.8375153958159226e-05 -9.4348457596857947e-06 2.640444467397174e-05 -2.6870527307760165e-05 9.9677066255363007e-06 1.3752690609267337e-05 4.7336653378782056e-07 1.160538633839207e-05 -1.4124209342217649e-05 -8.1582331587093862e-06 2.1652998420904626e-05 -6.4131621252272452e-07 -1.2171895855317416e-05 1.98197833424274e-05 2.543763048379333e-06 -2.5204038890933589e-05 -2.2052984923902841e-05
leaf_weight=21 22 22 24 29 39 29 33 46 25 23 31 25 27 29 21 25 31 27 21 2195 41 28 92 20 50 22 55 23 20 25
leaf_count=21 22 22 24 29 39 29 33 46 25 23 31 25 27 29 21 25 31 27 21 2195 41 28 92 20 50 22 55 23 20 25
internal_value=0 3.20872e-06 -2.42146e-07 -2.5487e-06 -2.33099e-07 1.73047e-06 -1.62028e-06 -4.10479e-06 5.65324e-08 -2.38001e-08 1.3319e-07 2.85719e-08 1.2141e-07 1.09595e-09 9.1477e-08 1.0043e-05 -7.9397e-08 -9.72169e-06 1.33977e-07 2.39797e-08 -2.41159e-06 -1.18035e-06 -1.38893e-07 -1.70735e-06 1.05303e-06 5.78423e-06 9.13198e-06 -1.98639e-07 -1.03622e-05 -7.77854e-06
internal_weight=0 219 2902 197 168 129 100 79 2880 2855 2831 2800 2777 2750 2725 46 2679 58 2621 2600 405 376 348 307 215 140 118 63 43 75
internal_count=3121 219 2902 197 168 129 100 79 2880 2855 2831 2800 2777 2750 2725 46 2679 58 2621 2600 405 376 348 307 215 140 118 63 43 75
is_linear=0
shrinkage=0.1


Tree=5173
num_leaves=31
num_cat=0
split_feature=130 40 42 376 132 1203 393 50 132 2 3 4 1204 1456 43 154 157 1456 12 142 11 34 13 34 123 9 10 48 147 49
split_gain=2.19245e-07 3.4494e-07 3.08841e-07 2.6362e-07 2.39747e-07 6.06846e-06 3.02054e-06 1.11541e-06 2.53702e-07 2.91599e-07 5.07065e-07 3.2038e-07 5.03949e-07 2.20262e-07 6.58774e-07 4.25914e-07 5.59392e-07 3.55814e-07 4.53807e-07 7.85842e-07 7.25295e-07 3.78909e-07 1.14486e-06 5.22923e-07 1.57646e-06 1.01023e-06 5.03998e-07 1.06776e-06 3.49536e-07 1.45304e-06
threshold=-0.23123999999999997 -0.24290999999999999 0.15021500000000002 -0.098069999999999977 -0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 -0.45528999999999992 0.11585500000000001 -0.069009999999999974 -0.069999999999999993 -0.0030749999999999996 0.11510000000000002 -0.064334999999999989 0.084190000000000001 0.63604500000000008 0.10795500000000001 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.084880000000000025 0.091600000000000015 -0.0093599999999999985 0.085790000000000019 0.095485000000000014 -0.048674999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 13 8 -5 10 11 12 -10 15 -15 16 17 18 19 -6 -21 22 -22 24 -23 26 27 -25 -28 -30
right_child=1 2 -4 4 6 -7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 20 21 23 -24 25 -26 -27 28 -29 29 -31
leaf_value=9.7273499783983908e-06 -1.31625467554386e-05 -8.9741890516245011e-06 1.0283837829367007e-05 9.8103843659676691e-06 1.8985566343458643e-05 5.4289267704700172e-05 -3.8957244541961706e-05 -2.4674891481026865e-05 1.8491542139145167e-06 9.9669355586229367e-06 -1.6469533234751159e-05 8.087127148290605e-06 -1.603653932049739e-05 1.8817202823376414e-05 -5.3874642183225003e-06 1.4116931658593655e-05 -1.6841803808347323e-05 -1.2721237941481048e-05 -1.4594016049938677e-05 -1.8503090801199766e-05 7.0851875575912849e-06 3.2096103354888327e-05 -2.5176020451247247e-05 2.6475334627982445e-05 -4.6632901639246227e-06 -1.7264989694674361e-05 -1.7668400814567474e-09 -5.0492372565713596e-06 -1.0618421110848431e-05 2.6236416409159105e-05
leaf_weight=23 20 33 29 24 22 21 20 20 50 20 23 33 23 23 22 21 20 22 21 21 22 20 22 22 28 33 2399 21 20 23
leaf_count=23 20 33 29 24 22 21 20 20 50 20 23 33 23 23 22 21 20 22 21 21 22 20 22 22 28 33 2399 21 20 23
internal_value=0 -7.22166e-08 1.28408e-08 -8.48499e-08 1.24141e-08 3.23859e-06 -2.33982e-07 -2.31615e-06 2.68677e-07 -1.26824e-06 -3.01013e-06 -8.96934e-08 -3.78606e-06 4.44025e-08 6.98381e-06 -6.96908e-08 -1.79381e-07 -5.57727e-08 4.84308e-08 1.64334e-07 6.95399e-09 1.55885e-07 -9.04542e-06 3.13663e-07 1.06531e-05 1.16564e-07 3.47386e-07 1.10796e-05 1.58407e-07 9.09463e-06
internal_weight=0 3098 3078 3049 3016 214 2802 193 173 149 129 106 73 2782 45 2737 2716 2696 2674 2653 2631 2610 44 2566 48 2518 2485 43 2442 43
internal_count=3121 3098 3078 3049 3016 214 2802 193 173 149 129 106 73 2782 45 2737 2716 2696 2674 2653 2631 2610 44 2566 48 2518 2485 43 2442 43
is_linear=0
shrinkage=0.1


Tree=5174
num_leaves=31
num_cat=0
split_feature=132 1185 1203 40 130 12 0 10 0 3 42 33 45 142 47 2 13 1 374 123 12 3 39 2 15 13 448 448 52 4
split_gain=2.35138e-07 1.83902e-06 9.15443e-07 2.25462e-07 6.75534e-07 5.29185e-07 6.9493e-07 2.51792e-07 2.70472e-06 2.34747e-06 3.74708e-07 2.96982e-07 2.5232e-07 4.21145e-07 2.3434e-07 5.85956e-07 8.82617e-07 3.31118e-07 5.00649e-07 4.73366e-07 5.73093e-07 3.77549e-07 3.22431e-07 4.97293e-07 7.77325e-07 6.25464e-07 2.93257e-07 7.70433e-07 5.63033e-07 3.60812e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.24620999999999996 -0.22699999999999995 0.13043000000000002 -0.040504999999999992 -0.011559999999999999 -0.10224499999999999 -1.0000000180025095e-35 0.086730000000000015 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 0.13302500000000003 0.14285500000000004 -0.39067499999999994 0.13820500000000002 0.088235000000000008 0.086445000000000008 -0.089199999999999988 -0.0037349999999999996 0.084020000000000011 0.10699500000000002 -0.10091499999999999 -0.011289999999999998 -0.049344999999999993 -0.079499999999999987 -0.088614999999999985 -0.011559999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 7 -7 8 -6 10 -10 -9 13 -13 15 17 -17 18 19 22 -21 -22 26 24 -24 -26 27 28 -15 -28
right_child=1 3 -4 4 5 6 -8 11 9 -11 -12 12 -14 14 -16 16 -18 -19 -20 20 21 -23 23 -25 25 -27 29 -29 -30 -31
leaf_value=-6.9702859524188606e-07 2.9725417993748105e-05 1.0605568136270448e-05 -2.0039513799068638e-05 -1.7504567189131525e-05 -3.516504545151965e-05 2.4139117416173881e-05 -3.1901470615244202e-07 1.0340116101100907e-05 -1.5361219993792474e-05 2.9912165963234357e-05 1.0091978457656601e-06 1.4205969240980007e-05 -8.3277841326889763e-06 -1.0563683563618568e-05 -8.3857158932170759e-06 -5.226721034324285e-06 2.132527661160566e-05 -1.1136587321474239e-05 1.4682874672930865e-05 -2.2311157531476057e-05 3.1913592838697159e-06 -1.2749764266099343e-05 -1.1801022010331509e-05 1.5628480686604182e-05 2.1790501471384362e-05 -3.9391617454904398e-08 -9.0620094636108903e-07 -2.3088409625415808e-05 8.6742254950422658e-06 1.7619553450716197e-06
leaf_weight=194 21 20 28 22 23 21 26 28 29 24 27 21 36 29 33 21 31 27 23 20 39 24 30 33 21 35 1383 20 32 800
leaf_count=194 21 20 28 22 23 21 26 28 29 24 27 21 36 29 33 21 31 27 23 20 39 24 30 33 21 35 1383 20 32 800
internal_value=0 2.40195e-07 -3.13662e-06 2.50495e-08 -4.89919e-08 8.6418e-08 1.06091e-05 -9.09091e-08 -4.94302e-06 3.74581e-06 -7.46834e-06 9.51547e-08 -1.27681e-08 1.01397e-07 -1.24809e-08 9.51191e-08 1.06024e-05 -1.22042e-07 -2.55877e-09 -1.39528e-07 -7.56331e-06 -2.88145e-06 1.19043e-07 5.1927e-06 1.18827e-06 8.14682e-06 -1.47638e-07 -6.05605e-06 -4.71666e-07 7.15934e-08
internal_weight=0 2899 222 2878 2858 2836 47 2789 103 80 56 2686 2658 2622 2601 2568 52 2516 2489 2466 83 63 2383 119 86 56 2264 81 61 2183
internal_count=3121 2899 222 2878 2858 2836 47 2789 103 80 56 2686 2658 2622 2601 2568 52 2516 2489 2466 83 63 2383 119 86 56 2264 81 61 2183
is_linear=0
shrinkage=0.1


Tree=5175
num_leaves=31
num_cat=0
split_feature=50 132 1211 50 4 0 13 0 0 1 48 13 483 16 1186 403 3 43 1209 42 403 1212 1212 16 50 52 133 157 1447 52
split_gain=2.35453e-07 4.35285e-06 4.48735e-06 9.81936e-07 8.60179e-07 9.38734e-07 7.31435e-07 5.17146e-07 1.47385e-06 9.98749e-07 1.39427e-06 9.94686e-07 6.78694e-07 1.13851e-06 4.93243e-07 6.01619e-07 2.06779e-06 5.49336e-06 5.85581e-07 2.35452e-06 9.25556e-07 5.37525e-07 2.11914e-06 1.41386e-06 4.76376e-07 8.64311e-07 1.05476e-06 6.26193e-07 4.36148e-07 1.7029e-06
threshold=0.090630000000000016 -0.083284999999999984 0.11048500000000001 0.089915000000000009 -0.079329999999999984 0.041630000000000007 -0.092094999999999982 -0.087634999999999977 -0.085754999999999984 0.10205500000000002 0.085485000000000019 -0.085964999999999986 0.087520000000000014 -0.072804999999999981 -0.095479999999999982 -0.53960999999999981 -0.085784999999999986 -0.03898999999999999 -0.084519999999999984 0.087505000000000013 -0.52917499999999984 -0.089544999999999986 -0.073259999999999978 -0.087874999999999981 0.10114000000000002 0.26746000000000009 0.088625000000000009 -0.073574999999999988 -0.086279999999999982 0.11639500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 14 5 6 -3 9 -9 10 12 -10 13 -6 -1 16 -16 -18 19 -17 -20 23 -23 -22 -13 26 -26 -27 29 -24
right_child=1 2 -4 -5 7 -7 -8 8 11 -11 -12 24 -14 -15 15 18 17 -19 20 -21 21 22 28 -25 25 27 -28 -29 -30 -31
leaf_value=-1.3653199561371435e-05 3.8919452056992064e-05 8.6107313929265473e-07 -3.9191446005913481e-05 -2.1918867475635906e-05 2.4707136849719202e-07 -9.2633707384136109e-06 2.0383729004040153e-05 2.4552555637287528e-05 -1.4860535836640722e-05 1.3887519300782435e-05 -3.293755658887676e-05 -8.1578830369315772e-06 1.0650165120296152e-05 -2.6522586686420865e-05 3.618571092374623e-05 9.3390072396249286e-06 3.66043389249171e-05 -3.3709443378029392e-05 2.0811335187837749e-05 -3.3708564963793226e-05 2.235152932543487e-05 -3.1459501133213057e-05 2.648277813407801e-05 -2.839714056688893e-06 3.3157284815388269e-05 -1.5144645542684223e-05 3.7298175498265134e-06 6.3854545416169079e-06 -4.7588085194514256e-07 -1.1319411450213838e-05
leaf_weight=27 30 28 28 21 47 21 61 27 38 23 20 28 24 24 20 27 20 25 21 24 37 22 26 56 21 22 29 35 2267 22
leaf_count=27 30 28 28 21 47 21 61 27 38 23 20 28 24 24 20 27 20 25 21 24 37 22 26 56 21 22 29 35 2267 22
internal_value=0 1.97455e-06 -3.53915e-07 -3.82067e-07 2.07343e-06 9.75442e-06 1.42418e-05 -4.26301e-07 2.82287e-06 -5.13525e-06 -8.9398e-06 -5.68466e-07 -3.88764e-06 -8.80183e-06 -2.07714e-07 -6.62924e-08 9.43177e-06 -2.45887e-06 -3.13045e-07 -1.09187e-05 -9.23644e-08 -2.73014e-07 -5.69707e-07 7.18261e-06 3.45449e-06 6.49324e-06 1.60894e-05 -1.92441e-06 -2.76154e-07 9.15677e-06
internal_weight=0 506 476 2615 448 110 89 338 200 138 115 173 95 71 2594 2567 65 45 2502 51 2451 2430 2337 93 135 107 50 57 2315 48
internal_count=3121 506 476 2615 448 110 89 338 200 138 115 173 95 71 2594 2567 65 45 2502 51 2451 2430 2337 93 135 107 50 57 2315 48
is_linear=0
shrinkage=0.1


Tree=5176
num_leaves=31
num_cat=0
split_feature=1211 43 401 402 1210 1211 1211 1212 1203 1200 1203 390 42 401 12 13 158 16 4 16 132 4 43 1208 402 1209 12 1 130 133
split_gain=2.5116e-07 8.15663e-07 2.54305e-07 9.67103e-07 4.06571e-07 3.26592e-07 3.44486e-07 5.13865e-07 3.34308e-07 1.15522e-06 4.41057e-07 3.14582e-07 4.40464e-07 2.69248e-07 3.23436e-07 9.96093e-07 1.92369e-06 3.22829e-06 1.50117e-06 1.06488e-06 1.4986e-06 7.11929e-07 4.63625e-07 4.14777e-07 5.95563e-07 4.84039e-07 4.66501e-07 1.24882e-06 4.84398e-07 5.54097e-07
threshold=0.11716500000000001 0.062770000000000006 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.10809000000000001 0.087635000000000005 0.092360000000000012 0.089745000000000019 0.084780000000000008 0.087970000000000007 0.087590000000000015 -0.012324999999999997 -0.099524999999999988 0.10911500000000002 0.24813000000000004 0.10737500000000001 -0.25582999999999995 -0.064054999999999987 -0.054549999999999994 -0.40070499999999992 0.024790000000000003 -0.064334999999999989 0.10233500000000001 0.23460000000000003 0.10429500000000001 0.10673000000000001 0.089370000000000019 -0.092879999999999976 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 8 -8 10 -10 11 13 -13 -5 23 16 17 -16 -19 20 -20 22 -21 24 25 26 28 -28 29 -15
right_child=1 -3 3 4 -6 -7 7 -9 9 -11 -12 12 -14 14 15 -17 -18 18 19 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-9.7801079652560502e-06 1.6482980737981216e-05 -9.1100236909369423e-06 1.7260637365490441e-05 -1.0401620742273876e-05 -1.4426386387640379e-05 -1.199123659318957e-05 1.5819668464466691e-05 -2.978118041378016e-06 -2.1402321490000009e-05 8.6080681819072666e-06 1.4760397352802101e-05 1.778390014015199e-05 -2.5074289044368925e-06 -1.8162509059038712e-06 4.3606313693089763e-05 -1.5124323655982153e-05 -2.3130234565655884e-05 2.5593944899180947e-05 6.0668616862875012e-06 8.6439681546415581e-06 -3.0066152203289678e-05 2.1710599945766844e-05 -1.160769927992078e-05 1.0024170360584568e-05 -1.4889020079361467e-05 1.5019171951280442e-05 -2.9260291807986508e-05 4.5738717081652195e-06 -6.0310422820646024e-07 2.1181811462156475e-05
leaf_weight=27 33 20 32 26 20 23 33 26 29 23 20 23 20 20 24 25 20 26 22 26 24 22 20 37 29 20 20 24 2385 22
leaf_count=27 33 20 32 26 20 23 33 26 29 23 20 23 20 20 24 25 20 26 22 26 24 22 20 37 29 20 20 24 2385 22
internal_value=0 6.82524e-06 -1.17909e-07 -3.21214e-08 -2.16026e-07 -1.20941e-07 -2.88926e-08 7.5359e-06 -1.82426e-07 -8.1285e-06 -3.76993e-08 -1.42095e-07 8.34607e-06 -2.72823e-07 -1.77613e-07 3.60472e-06 6.14943e-06 9.72012e-06 3.91106e-06 -1.03416e-06 -1.27851e-05 6.91504e-06 -1.61105e-07 -4.86768e-07 -6.41095e-07 -4.75222e-07 -6.00632e-07 -1.08053e-05 -4.15628e-07 1.02304e-05
internal_weight=0 53 3068 3041 3009 2989 2966 59 2907 52 2855 2835 43 2792 2766 209 184 164 140 114 46 68 46 2557 2520 2491 2471 44 2427 42
internal_count=3121 53 3068 3041 3009 2989 2966 59 2907 52 2855 2835 43 2792 2766 209 184 164 140 114 46 68 46 2557 2520 2491 2471 44 2427 42
is_linear=0
shrinkage=0.1


Tree=5177
num_leaves=31
num_cat=0
split_feature=1213 402 1212 401 132 1185 1203 1211 401 15 133 1210 1208 1209 42 1213 0 13 1186 391 1212 1210 2 1211 3 1212 1212 3 13 1212
split_gain=2.43972e-07 2.46734e-07 2.76236e-07 3.32783e-07 2.74928e-07 1.42081e-06 6.56598e-07 3.19723e-07 4.77384e-07 1.60256e-06 7.05153e-07 7.79595e-07 2.47566e-07 6.62086e-07 2.49831e-06 3.69366e-07 2.95218e-06 1.23432e-06 3.72032e-07 5.32732e-07 3.76789e-07 2.82045e-06 1.44223e-06 5.24243e-07 3.87148e-07 3.15252e-07 1.27423e-06 9.42206e-07 9.14307e-07 8.11962e-07
threshold=0.51370000000000016 0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11671000000000002 -0.06959499999999999 0.096455000000000013 0.51114000000000004 0.258635 0.10233500000000001 -0.084519999999999984 0.087505000000000013 0.091280000000000014 -0.086729999999999988 -0.010739999999999998 -0.089559999999999987 -0.086514999999999981 -0.089544999999999986 -0.097479999999999983 0.08734500000000002 0.087635000000000005 -0.081459999999999991 0.087615000000000012 0.089125000000000024 -0.082689999999999986 -0.0090849999999999976 0.085870000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 8 9 -7 11 12 13 14 -10 18 -17 -18 -15 -20 22 -22 24 25 -21 29 -27 28 -28 -23
right_child=-2 -3 -4 -5 5 7 -8 -9 10 -11 -12 -13 -14 15 -16 16 17 -19 19 20 21 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-1.4734465351288448e-06 1.1009287691194913e-05 1.0731612218521714e-05 -1.1858804500661792e-05 1.1661025807067443e-05 2.6017219493908107e-05 -4.2390121279822779e-06 -1.7881974173405979e-05 -9.0822520318257517e-06 1.0380390944192186e-05 2.9553268683704791e-05 -1.3868864910769795e-05 1.9700863285834204e-05 8.2374313102003991e-06 -1.2860506008703101e-05 -3.4789184720314852e-05 3.5219895403315603e-05 -2.6710083739089898e-05 8.4228615287429432e-06 1.5776335281511172e-05 -1.1149747862353772e-05 -3.7839722845092188e-05 -2.5668110184760312e-07 2.5325728009832986e-05 1.4895974491379173e-05 6.1585995960437387e-06 -2.7025831022084191e-05 1.8603601620270638e-05 -1.4648441201643438e-05 -6.1402694492634119e-06 1.5096182536841039e-05
leaf_weight=189 20 21 20 24 21 36 28 39 25 23 37 20 35 23 24 24 20 20 21 28 20 2182 27 23 24 22 32 30 28 35
leaf_count=189 20 21 20 24 21 36 28 39 25 23 37 20 35 23 24 24 20 20 21 28 20 2182 27 23 24 22 32 30 28 35
internal_value=0 -7.10033e-08 -1.44657e-07 -6.80944e-08 -1.60815e-07 1.03208e-07 -3.59068e-06 -9.12861e-08 3.58062e-08 8.93425e-06 -1.58641e-07 3.185e-08 -1.16989e-07 -2.29107e-07 -1.17435e-05 -8.6284e-09 7.4927e-06 -9.14361e-06 -2.01047e-07 -8.32611e-08 -2.19145e-07 -4.45418e-07 6.57479e-06 -1.2744e-07 -3.16128e-06 -2.75803e-07 -5.45209e-06 -1.78506e-07 7.05646e-06 -1.43039e-08
internal_weight=0 3101 3080 3060 3036 2819 217 2798 2759 59 2700 2663 2643 2608 49 2559 64 40 2495 2472 2451 2372 79 2352 52 2329 112 90 60 2217
internal_count=3121 3101 3080 3060 3036 2819 217 2798 2759 59 2700 2663 2643 2608 49 2559 64 40 2495 2472 2451 2372 79 2352 52 2329 112 90 60 2217
is_linear=0
shrinkage=0.1


Tree=5178
num_leaves=31
num_cat=0
split_feature=1211 50 1211 1212 133 394 1211 1211 130 40 4 10 4 2 0 33 97 9 1447 1447 403 1456 1447 1446 1447 403 1210 403 45 484
split_gain=2.45502e-07 2.49541e-06 3.52693e-07 3.16796e-07 3.0337e-07 2.50077e-07 3.4913e-07 2.68857e-07 2.40285e-07 3.73964e-07 3.02507e-07 2.78588e-07 2.15633e-06 4.59261e-06 3.37694e-06 3.19886e-07 2.47337e-07 6.11269e-07 2.4054e-07 8.77852e-07 9.90559e-07 7.01216e-07 6.65921e-07 5.18367e-07 5.12205e-07 3.5129e-07 7.06317e-07 8.53815e-07 3.50669e-07 3.21643e-07
threshold=0.11048500000000001 0.096900000000000014 0.10326000000000002 0.13592000000000001 -0.011534999999999998 0.15288500000000002 0.091735000000000011 0.087635000000000005 -0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.011559999999999999 0.053180000000000012 -0.013254999999999998 -0.098289999999999975 -0.012019999999999998 -0.084639999999999979 -0.013509999999999999 -0.086849999999999997 -0.086279999999999982 -0.55327499999999985 0.085275000000000004 -0.085644999999999985 0.037915000000000011 -0.084334999999999979 -0.54856499999999986 -0.13847499999999999 -0.5341999999999999 0.094030000000000016 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 -2 6 7 8 -1 -10 11 12 13 -11 -14 -13 -17 -18 21 -20 -21 23 -22 -19 -24 -26 -27 -28 29 -29
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leaf_value=1.0456162791732434e-05 -1.1649446338251989e-05 3.4177172016246585e-05 -1.3059453340247274e-05 1.2488930078689011e-05 2.7939209478343121e-06 1.0483894518322566e-05 -1.2489945219306759e-05 1.1153069978252549e-05 -1.3906232754834492e-05 -5.7035741147046796e-05 9.9771402566493016e-06 1.116119271318894e-05 4.1423441225560963e-05 3.0348530892914436e-06 -1.3232709877159394e-05 -1.0528429032527366e-05 1.4326044979027538e-05 9.8707116511794382e-06 -1.9888483391538183e-05 1.7502729033660744e-05 -1.8215130772400051e-05 1.8633717053699701e-05 1.3908880514463819e-05 -9.570886454923766e-06 -1.3355464016924436e-05 1.3946981083362891e-05 -2.0177437297454826e-05 1.574223346253034e-07 -1.0955686433949415e-05 -3.5368358654514458e-06
leaf_weight=21 33 22 21 20 26 22 23 21 20 20 29 25 20 35 26 23 29 24 23 31 21 26 25 32 21 34 22 2130 31 265
leaf_count=21 33 22 21 20 26 22 23 21 20 20 29 25 20 35 26 23 29 24 23 31 21 26 25 32 21 34 22 2130 31 265
internal_value=0 5.43343e-06 -1.44777e-07 -5.49432e-08 -5.28457e-06 -1.38597e-07 -2.17097e-07 -1.2154e-07 -2.02265e-07 -2.79129e-07 -1.84889e-07 -2.87822e-07 -5.4463e-06 -1.8809e-05 1.05308e-05 -9.91886e-08 -2.02042e-07 -1.1453e-07 -2.70499e-07 -4.38492e-07 -2.65101e-07 5.06226e-06 -4.81187e-07 -1.23877e-06 -3.33872e-07 -4.76128e-07 -3.67157e-07 -5.65965e-07 -3.8812e-07 -2.51337e-07
internal_weight=0 81 3040 3019 59 2999 2977 2954 2933 2912 2892 2863 101 55 46 2762 2737 2714 2685 2603 2580 82 2549 56 2528 2503 2482 2448 2426 2395
internal_count=3121 81 3040 3019 59 2999 2977 2954 2933 2912 2892 2863 101 55 46 2762 2737 2714 2685 2603 2580 82 2549 56 2528 2503 2482 2448 2426 2395
is_linear=0
shrinkage=0.1


Tree=5179
num_leaves=31
num_cat=0
split_feature=44 46 1429 156 1425 1426 47 0 15 47 47 148 447 47 47 391 132 1186 1185 52 132 1 43 15 403 133 41 33 41 16
split_gain=2.48123e-07 8.45661e-07 4.58616e-07 8.5742e-07 4.361e-07 2.8958e-07 2.6575e-07 2.29733e-06 8.07062e-06 2.27127e-06 1.41888e-06 3.77353e-07 6.11594e-07 3.75607e-07 3.96518e-07 3.53865e-07 3.4738e-07 6.8189e-06 3.65818e-06 6.68909e-07 6.66242e-07 5.38658e-07 5.11569e-07 4.06574e-07 6.47361e-07 3.90048e-07 3.80446e-07 8.54121e-07 6.75087e-07 5.06596e-07
threshold=0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 0.092165000000000011 -0.10224499999999999 -0.11033999999999998 0.09550500000000002 0.088915000000000008 -0.10069499999999999 0.094580000000000011 0.085505000000000012 0.079365000000000005 -0.085594999999999991 -0.083284999999999984 1.0000000180025095e-35 -0.083264999999999992 0.10347000000000002 -0.41094499999999995 0.085475000000000009 0.18116500000000002 0.09006500000000002 0.025280000000000004 -0.42671999999999993 0.088520000000000015 -1.0000000180025095e-35 0.095655000000000018 -0.54656499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 10 8 -8 -9 11 -4 13 14 15 -13 17 19 -18 20 -17 -22 26 24 25 -24 27 -20 -28 -29
right_child=1 -3 3 -5 -6 -7 7 9 -10 -11 -12 12 -14 -15 -16 16 18 -19 22 -21 21 -23 23 -25 -26 -27 28 29 -30 -31
leaf_value=-1.5205011568468762e-05 2.2839352141090785e-05 -4.0837293616797461e-06 1.0727704393787008e-05 2.0624822498120919e-05 -1.357512828879711e-05 1.1951251181017142e-05 1.6733408934173481e-06 3.3407896050145311e-05 -7.2506804905003719e-05 -1.1147865222386104e-06 2.0493030083076413e-05 -1.0849275467611128e-05 -1.4897716053902905e-05 -1.223700612626999e-05 1.1706831117345277e-05 1.3745649502433717e-05 -4.2833004172280199e-05 5.7850693415925235e-05 1.8373589171460481e-05 -1.9907591913579384e-05 -2.8611449538473725e-07 -1.7780566411767558e-05 2.9192698711995039e-05 -3.165084768415209e-06 -1.5025365579883025e-06 9.8971488031648654e-06 -2.2249412305492506e-05 -1.0962378188767532e-05 3.4218490600324004e-06 1.8317041563141476e-09
leaf_weight=20 20 28 32 20 24 20 55 21 20 206 34 30 28 25 29 27 20 21 25 20 88 22 20 26 24 22 21 43 20 2110
leaf_count=20 20 28 32 20 24 20 55 21 20 206 34 30 28 25 29 27 20 21 25 20 88 22 20 26 24 22 21 43 20 2110
internal_value=0 7.13422e-06 -1.11442e-07 -1.25652e-08 -1.48651e-07 -4.15603e-08 -1.21807e-07 -2.93438e-06 -1.8108e-05 2.07894e-06 1.94307e-07 -6.5835e-08 -1.97614e-07 -3.88781e-08 7.98732e-08 -5.29278e-08 7.61636e-08 4.33424e-06 -2.48992e-07 -2.82401e-06 -3.30058e-07 -3.785e-06 1.19541e-07 7.4265e-06 1.15989e-05 1.90855e-05 -1.83406e-07 -3.75465e-09 -9.72685e-06 -2.17147e-07
internal_weight=0 48 3073 3053 3033 3009 2989 302 75 227 2687 2653 2621 2593 2568 2539 2509 178 2331 157 137 110 2311 92 66 42 2219 2178 41 2153
internal_count=3121 48 3073 3053 3033 3009 2989 302 75 227 2687 2653 2621 2593 2568 2539 2509 178 2331 157 137 110 2311 92 66 42 2219 2178 41 2153
is_linear=0
shrinkage=0.1


Tree=5180
num_leaves=31
num_cat=0
split_feature=394 403 132 1203 394 50 4 2 130 3 46 1428 473 471 155 1 155 390 155 1371 52 1446 479 484 481 481 133 1447 1456 133
split_gain=2.86234e-07 5.00307e-07 2.55789e-07 5.88692e-06 2.95016e-06 1.13775e-06 2.50901e-07 3.29371e-07 4.91673e-07 2.87894e-07 2.40674e-07 2.72389e-07 4.2463e-07 3.93056e-07 2.52871e-07 4.01652e-07 3.27865e-07 3.35731e-07 2.82871e-07 2.70038e-07 2.6914e-07 5.64615e-07 6.90988e-07 5.46074e-07 4.04615e-07 5.08506e-07 1.8037e-06 1.53899e-06 4.18385e-07 1.93911e-06
threshold=-0.14580499999999996 -0.014954999999999998 -0.083284999999999984 0.089165000000000008 0.12358500000000001 0.10022000000000002 0.11275500000000001 0.097385000000000013 0.10797500000000002 -0.085274999999999976 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 0.11854500000000001 0.10389500000000002 0.10683000000000002 0.087590000000000015 0.10022500000000002 0.08976000000000002 0.51775000000000004 -0.09143999999999998 0.10713500000000002 0.079595000000000013 -0.16223499999999996 -0.086484999999999992 0.086910000000000015 -0.079489999999999991 0.085790000000000019 0.111585
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 10 6 7 8 9 -2 11 -4 -13 -14 16 -16 17 18 19 20 21 -15 24 -22 -23 26 27 -26 -27 -30
right_child=2 -3 4 -5 -6 -7 -8 -9 -10 -11 -12 12 13 14 15 -17 -18 -19 -20 -21 23 22 -24 -25 25 28 -28 -29 29 -31
leaf_value=-1.7814865517114718e-05 -2.7488176542078692e-06 3.0627279722301119e-06 -9.1496522458101033e-06 5.1204742751155129e-05 -3.8399903551180622e-05 -2.4982354473763736e-05 -9.3898679215667282e-06 1.0613955956531838e-05 -1.4951811517676105e-05 8.8182373664617091e-06 7.3160565495092429e-06 1.4647953562416661e-05 -1.3288831946635003e-05 -1.6113499367003731e-05 1.618421223247424e-05 -1.2544815620328467e-06 -9.9100482175069355e-06 9.4512491662164018e-06 1.1830382304651722e-05 -1.0248032828249402e-05 1.4135000361187162e-05 -1.0739690022395128e-05 1.4351189009065627e-05 -5.4866889434418663e-06 1.5480585768403087e-05 1.8682564060892367e-08 3.1176032580728847e-05 -2.2803982782144367e-05 8.1514540105125045e-08 -3.1481546731508088e-05
leaf_weight=24 48 22 32 23 20 20 23 33 20 39 46 20 22 22 25 28 33 38 20 26 37 36 33 23 21 2216 23 21 103 24
leaf_count=24 48 22 32 23 20 20 23 33 20 39 46 20 22 22 25 28 33 38 20 26 37 36 33 23 21 2216 23 21 103 24
internal_value=0 -7.82993e-06 1.17125e-07 3.52081e-06 -1.27267e-07 -2.47225e-06 2.89726e-07 1.87995e-06 -8.13722e-07 2.43641e-06 1.41408e-07 2.36646e-08 1.296e-07 2.405e-08 1.31373e-07 6.97132e-06 -4.09712e-09 1.19587e-07 -1.65373e-08 -1.08196e-07 -5.17334e-09 -1.64082e-07 -2.24234e-08 6.61335e-06 -2.16502e-07 -5.9179e-08 8.6655e-06 -3.6617e-06 -3.01221e-07 -5.88316e-06
internal_weight=0 46 3075 206 2869 183 163 140 107 87 2849 2803 2771 2751 2729 53 2676 2643 2605 2585 2559 2499 2477 60 2444 2408 65 42 2343 127
internal_count=3121 46 3075 206 2869 183 163 140 107 87 2849 2803 2771 2751 2729 53 2676 2643 2605 2585 2559 2499 2477 60 2444 2408 65 42 2343 127
is_linear=0
shrinkage=0.1


Tree=5181
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1208 1208 1210 42 1210 1212 43 52 133 1210 13 1210 1212 51 4 4 43 16 0 0 51 1 10 33 51 51
split_gain=2.73607e-07 1.59585e-06 9.6434e-07 2.25046e-07 5.03529e-07 5.67195e-07 3.81954e-07 1.46983e-06 6.24952e-07 2.90937e-07 1.43845e-06 1.42271e-06 1.40159e-06 5.44356e-07 1.78964e-06 5.27224e-07 5.02423e-07 2.70278e-07 7.54065e-07 1.58739e-06 8.1794e-07 5.56976e-07 7.89869e-07 7.31007e-07 5.30329e-07 4.56706e-07 5.4852e-06 2.78793e-06 1.6224e-06 1.57562e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.12461500000000002 0.10737500000000001 0.098655000000000007 -0.13847499999999999 0.094935000000000005 -0.090569999999999998 -0.089079999999999979 -0.0047449999999999992 0.086275000000000004 -0.038089999999999992 -0.065674999999999983 -0.064619999999999983 -0.061049999999999993 -0.064959999999999976 0.094075000000000006 0.033845000000000007 0.0045450000000000013 -0.04652499999999999 -0.15012499999999998 -0.097024999999999986 -0.090644999999999989 0.092235000000000011 0.09253500000000002 -0.0082499999999999987 -1.0000000180025095e-35 0.087505000000000013 0.078435000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -3 -8 10 12 -12 -10 14 -11 -15 -17 24 19 21 -20 -19 -23 -24 25 26 -18 -27 -29 -28
right_child=1 3 -4 -5 -6 -7 8 -9 9 13 11 -13 -14 15 -16 16 17 18 20 -21 -22 22 23 -25 -26 27 29 28 -30 -31
leaf_value=-8.7958743461849601e-07 2.7725879451844817e-05 -6.1481801283123245e-06 -2.0731929393085531e-05 -1.0512083090361559e-05 1.4556311854600304e-05 -1.6362986168262848e-05 -1.6806345493850215e-05 2.9619054357681309e-05 -3.4541983644885474e-05 2.8517436075199091e-05 1.8014069420739059e-05 -1.0510367717549397e-05 9.7470780019648378e-07 -1.6074533923529089e-05 -4.6192441809230681e-06 1.2123785376648553e-05 -5.3241659085756512e-05 1.7728939002110913e-05 4.7563986674958872e-06 2.782604182424688e-05 -2.3500721605766255e-05 -1.3305279737644872e-05 2.0394982762313292e-05 9.0796429311886677e-07 -1.6138537986470121e-05 3.8626552077403181e-05 1.8126360337804871e-07 2.0419268201691222e-08 2.8208773888071026e-05 -1.7242409002291323e-05
leaf_weight=194 21 27 28 20 24 21 22 20 25 28 36 34 20 20 39 35 20 21 20 27 21 34 22 154 21 20 1335 737 21 54
leaf_count=194 21 27 28 20 24 21 22 20 25 28 36 34 20 20 39 35 20 21 20 27 21 34 22 154 21 20 1335 737 21 54
internal_value=0 2.59099e-07 -3.38349e-06 5.86813e-08 1.32654e-07 1.05063e-08 1.3274e-07 9.07192e-06 -1.9155e-08 1.15436e-07 -4.80784e-06 4.15934e-06 -1.87568e-05 3.30794e-07 9.22892e-06 9.80955e-08 2.25339e-07 5.92257e-08 2.8808e-06 4.88274e-06 -9.71676e-06 2.20106e-06 6.4827e-07 3.34384e-06 -3.22863e-07 -1.70998e-07 -1.24481e-06 1.77373e-06 8.01363e-07 -4.96115e-07
internal_weight=0 2899 222 2878 2858 2834 2813 47 2766 2744 115 70 45 2629 67 2562 2542 2507 299 258 41 231 210 176 2208 2187 1409 778 758 1389
internal_count=3121 2899 222 2878 2858 2834 2813 47 2766 2744 115 70 45 2629 67 2562 2542 2507 299 258 41 231 210 176 2208 2187 1409 778 758 1389
is_linear=0
shrinkage=0.1


Tree=5182
num_leaves=31
num_cat=0
split_feature=33 47 47 9 16 47 1453 51 394 148 447 47 16 447 151 151 47 0 3 0 0 49 0 2 160 151 2 0 15 1
split_gain=3.24443e-07 2.98026e-07 2.7493e-06 1.94132e-06 5.09948e-06 6.42407e-07 4.61868e-07 5.66229e-07 4.23397e-07 3.22404e-07 4.06819e-07 3.12902e-07 3.2029e-07 6.50747e-07 6.05881e-07 3.03782e-07 5.08313e-07 3.48208e-07 4.13743e-07 5.18668e-07 3.59818e-07 3.32627e-07 2.9647e-07 1.28709e-06 2.14918e-06 1.40461e-06 2.70397e-06 4.41409e-07 2.18019e-06 4.22615e-06
threshold=-0.012019999999999998 0.094160000000000008 0.096475000000000019 0.088235000000000022 -0.087484999999999993 0.091340000000000018 -1.0000000180025095e-35 -0.41904999999999998 0.264685 -0.10069499999999999 0.094580000000000011 0.089640000000000011 -0.54656499999999986 0.089635000000000006 -0.00099499999999999979 -0.090064999999999992 0.099485000000000004 -0.026509999999999995 -0.042499999999999989 -0.094299999999999981 -0.087519999999999987 0.10595500000000001 -0.15599999999999997 0.08622500000000001 0.10648000000000001 -0.0096649999999999982 0.092755000000000018 -0.14051499999999997 -0.015039999999999998 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 8 -4 -8 9 -2 11 12 14 22 -11 -9 -17 18 19 -18 -21 -20 23 -14 25 -25 -27 28 -24 -30
right_child=1 2 6 4 -6 -7 7 15 -10 10 -12 -13 13 -15 -16 16 17 -19 21 20 -22 -23 27 24 -26 26 -28 -29 29 -31
leaf_value=-1.0716010404264256e-05 9.8689475279911689e-06 3.7960748323669018e-05 1.5214274033041874e-05 3.8253424514146493e-06 -5.9152925855698869e-05 1.799902046514035e-05 -1.6308352949019017e-05 -5.8308879229943247e-06 1.3233409875586708e-05 -2.0869078478080201e-05 -1.2925127011840233e-05 -1.1983491007909338e-05 2.3647827419332708e-05 1.7272889957356795e-05 1.4342654030142826e-06 1.5900086876172282e-05 -1.3086665070471195e-05 -1.1420298965060196e-05 1.6893163949673721e-05 1.3763948836532066e-05 -2.2054122995922267e-06 2.3766663544895556e-06 3.2951558528731603e-06 -1.1290371173042028e-05 -2.9150673797284112e-05 4.5232755946926777e-05 1.9966941636084815e-07 6.8424894615156703e-08 1.0497975981706986e-05 -5.1174813275338243e-05
leaf_weight=28 32 21 20 36 20 20 21 55 24 21 25 22 28 22 29 25 29 21 27 21 43 38 88 30 21 20 40 2249 20 25
leaf_count=28 32 21 20 36 20 20 21 55 24 21 25 22 28 22 29 25 29 21 27 21 43 38 88 30 21 20 40 2249 20 25
internal_value=0 9.70155e-08 2.98158e-06 -2.3702e-07 -1.86669e-05 1.42977e-07 5.33043e-07 -5.15617e-07 1.05141e-08 -1.08254e-07 -2.2919e-07 -1.07814e-07 -7.05635e-09 1.48785e-07 -7.93314e-06 7.64875e-07 2.54314e-06 6.7765e-07 2.28561e-06 -1.99251e-06 3.03453e-06 8.4066e-06 -6.52015e-10 4.48853e-06 -3.44445e-07 6.37701e-06 1.52107e-05 -2.62615e-07 -5.86043e-06 -2.37647e-05
internal_weight=0 3093 321 2772 56 2716 300 280 2696 2672 2640 2615 2593 2543 50 259 204 179 158 93 64 65 2521 139 111 90 60 2382 133 45
internal_count=3121 3093 321 2772 56 2716 300 280 2696 2672 2640 2615 2593 2543 50 259 204 179 158 93 64 65 2521 139 111 90 60 2382 133 45
is_linear=0
shrinkage=0.1


Tree=5183
num_leaves=31
num_cat=0
split_feature=33 9 1 132 394 1186 15 34 11 1213 45 1426 157 1429 3 12 12 0 43 15 16 12 160 12 12 0 401 403 0 0
split_gain=2.62799e-07 3.39077e-07 5.64757e-07 2.69386e-07 1.35711e-06 8.38376e-07 5.49232e-07 2.40181e-07 5.66131e-07 2.27606e-07 2.20356e-07 2.4743e-07 1.08602e-06 4.39125e-07 7.19855e-07 2.47233e-07 1.54143e-06 2.67874e-06 1.87417e-06 1.85654e-06 1.68132e-06 1.23252e-06 1.70547e-06 1.07157e-06 1.91082e-06 2.61359e-06 1.79843e-06 3.51023e-06 1.18162e-06 1.28949e-06
threshold=-0.012019999999999998 0.089995000000000006 0.11507500000000002 -0.083174999999999985 0.11233000000000001 0.049580000000000006 0.092400000000000024 -0.08786999999999999 -1.0000000180025095e-35 0.51370000000000016 0.084355000000000013 -0.061919999999999996 -0.0048549999999999991 -0.069929999999999978 -0.082234999999999989 0.089210000000000025 0.090455000000000021 -0.077999999999999986 -0.080554999999999974 0.090455000000000021 -0.088704999999999992 0.090840000000000018 -0.53379499999999991 0.088615000000000013 0.088245000000000004 -0.086554999999999979 0.10022000000000002 -0.0047449999999999992 -0.081204999999999986 -0.08867499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 7 6 -2 -5 -9 10 11 12 -10 14 -13 23 17 18 -17 20 -20 -18 -23 24 26 -26 -15 -28 29 -25
right_child=1 2 -4 4 -6 -7 -8 8 9 -11 -12 13 -14 15 -16 16 21 -19 19 -21 -22 22 -24 28 25 -27 27 -29 -30 -31
leaf_value=-9.6444095691237784e-06 5.2653165272793016e-07 2.0752954727261872e-05 4.123181171076468e-07 1.067079760364972e-05 2.6158741111430572e-05 -2.2958854660828365e-05 -1.5330343478126452e-05 -1.6041922241459942e-05 7.1530927066810871e-06 1.0692662508517969e-05 7.0054154331377177e-06 2.3968188106664456e-05 -2.1481369464245642e-05 -3.8869303435449665e-07 5.2969536335168459e-07 -1.9993488111443489e-05 -2.1080510834638389e-05 4.222563427743887e-05 2.3375215622915372e-05 3.8244745162536732e-05 -1.0989397248652365e-05 2.2895475102302501e-05 -6.1359873325404371e-07 -2.5851643199746919e-05 -6.4936689341266174e-06 3.7780368226473612e-05 8.1044700535763379e-06 -4.6027576525375479e-05 -3.3136361134893375e-05 4.158281549785493e-06
leaf_weight=28 173 21 39 21 20 20 25 22 27 20 44 20 26 1338 38 24 28 23 24 20 35 32 865 21 24 30 23 25 20 45
leaf_count=28 173 21 39 21 20 20 25 22 27 20 44 20 26 1338 38 24 28 23 24 20 35 32 865 21 24 30 23 25 20 45
internal_value=0 8.73129e-08 7.53154e-06 -5.99518e-08 2.02313e-07 -3.44654e-06 -1.4756e-06 1.65786e-08 -6.4077e-08 6.36529e-08 -1.41583e-08 -1.29062e-07 -6.894e-06 7.00694e-09 8.61193e-06 -1.86662e-07 9.93582e-07 1.137e-05 4.47988e-06 1.19148e-05 2.98943e-06 -4.19851e-07 2.25075e-07 -9.99531e-07 -3.51941e-07 1.8103e-05 -1.07097e-06 -2.00893e-05 -1.18429e-05 -5.39033e-06
internal_weight=0 3093 60 3033 2815 218 198 2795 2774 2752 2732 2688 53 2635 58 2577 1051 126 103 79 59 925 897 1526 1440 54 1386 48 86 66
internal_count=3121 3093 60 3033 2815 218 198 2795 2774 2752 2732 2688 53 2635 58 2577 1051 126 103 79 59 925 897 1526 1440 54 1386 48 86 66
is_linear=0
shrinkage=0.1


Tree=5184
num_leaves=31
num_cat=0
split_feature=1213 1210 1213 15 1213 1213 52 2 1213 1213 403 52 402 1210 1447 1447 4 159 402 402 132 1185 1203 1210 2 1209 4 1446 402 402
split_gain=2.23387e-07 1.57466e-06 1.57393e-06 1.01364e-06 4.24102e-06 3.46335e-06 1.76779e-06 9.63668e-07 7.01659e-07 7.91372e-07 7.15178e-07 6.53632e-07 3.34735e-07 5.72381e-07 3.06452e-07 2.60842e-06 1.05358e-06 1.07906e-06 9.88577e-07 8.37068e-07 3.99866e-07 1.88414e-06 7.93088e-07 3.85673e-07 1.0147e-06 4.00477e-07 1.36162e-06 3.4764e-07 3.36708e-07 6.58838e-07
threshold=-0.084954999999999989 -0.40154499999999999 -0.086554999999999979 0.085730000000000015 -0.090764999999999985 -0.088419999999999985 0.086040000000000019 0.093840000000000021 -0.24064499999999997 -0.43370499999999995 -0.0091899999999999985 0.08976000000000002 0.13628000000000004 -0.090569999999999998 -0.086424999999999988 -0.085804999999999979 -0.080094999999999986 -0.092414999999999983 0.10874500000000002 0.10491500000000002 -0.083174999999999985 -0.014244999999999999 0.088820000000000024 -0.065674999999999983 0.086285000000000014 -0.065739999999999979 -0.081114999999999979 0.08487500000000002 0.099740000000000009 0.094750000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 8 7 -1 9 11 -10 -5 13 -3 16 -16 -15 27 19 20 22 -22 -17 24 -23 26 -25 -18 29 -27
right_child=1 12 -4 5 -6 -7 -8 -9 10 -11 -12 -13 -14 14 15 18 17 -19 -20 -21 21 23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=1.6085925466800941e-05 -2.6316205912735315e-05 -1.5200179059320362e-05 2.7779570582029208e-05 1.6264087236663726e-05 4.189304526570831e-05 -4.2713339263129806e-05 -2.599090499279555e-05 -1.1430753684180674e-05 -1.9999043202419259e-06 -1.9537846075460644e-05 2.2961498276193502e-05 -8.9959551024505698e-06 1.284661215322558e-05 2.5351215593954769e-05 -3.6174670428295029e-05 -1.9491444583664127e-06 1.3845106423104881e-06 -1.4149461202900819e-05 1.6306226476180619e-05 -1.9578223869261407e-05 3.0176908382730164e-05 2.1544759277146245e-05 -2.1412252999652994e-05 -2.8815910263801927e-05 -6.4763314564212734e-06 1.5543863121724455e-07 6.5132790950883651e-06 2.0029608203913086e-05 1.2397471912415561e-05 -1.5278555268797131e-05
leaf_weight=35 23 25 23 20 27 21 25 20 22 24 24 21 20 21 20 164 20 31 37 22 21 28 24 20 24 2265 24 20 22 28
leaf_count=35 23 25 23 20 27 21 25 20 22 24 24 21 20 21 20 164 20 31 37 22 21 28 24 20 24 2265 24 20 22 28
internal_value=0 -2.56106e-07 2.79473e-06 3.90327e-07 7.62366e-06 -5.47306e-06 -3.94225e-06 6.07986e-06 1.5724e-06 -5.11602e-06 1.10234e-05 3.32602e-06 -4.47585e-08 -1.36317e-07 -1.38406e-09 -1.94845e-07 5.67418e-06 -1.45788e-07 7.37611e-08 -1.53567e-07 9.54063e-09 3.53022e-07 -4.4338e-06 9.32539e-08 8.61195e-06 -9.45257e-08 -9.54544e-06 1.07071e-05 8.5103e-08 -3.30271e-08
internal_weight=0 2859 262 239 107 132 80 55 111 65 46 41 2836 2816 2791 2699 92 71 2679 2642 2620 2432 188 2411 52 2359 44 40 2315 2293
internal_count=3121 2859 262 239 107 132 80 55 111 65 46 41 2836 2816 2791 2699 92 71 2679 2642 2620 2432 188 2411 52 2359 44 40 2315 2293
is_linear=0
shrinkage=0.1


Tree=5185
num_leaves=31
num_cat=0
split_feature=394 403 132 50 1185 1203 393 403 3 129 1185 394 391 133 16 16 1208 1208 1208 403 15 403 402 403 0 129 129 133 0 128
split_gain=2.14006e-07 3.68816e-07 2.96893e-07 6.25152e-06 3.69116e-06 1.21219e-06 2.71563e-07 2.5621e-07 2.75224e-07 2.53181e-07 5.65925e-07 5.51628e-07 1.02877e-06 2.42799e-07 4.46236e-07 4.02898e-07 2.28207e-07 5.69037e-07 5.40554e-07 3.75846e-07 3.52599e-06 3.33617e-07 1.66487e-06 2.63493e-07 8.35064e-07 2.93654e-07 1.76131e-06 1.30157e-06 9.98611e-07 1.18297e-06
threshold=-0.14580499999999996 -0.014954999999999998 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.097165000000000015 -0.08989999999999998 -0.087784999999999988 0.11234000000000001 0.090595000000000009 -0.09139499999999999 -1.0000000180025095e-35 -0.37971999999999995 -0.072804999999999981 -0.08231999999999999 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.5335399999999999 0.087575000000000014 -0.44023999999999991 -0.45454999999999995 -0.34918499999999997 -0.071339999999999987 0.085395000000000013 0.080675000000000011 0.090445000000000011 -0.067094999999999988 0.087235000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 7 9 -2 -9 10 11 -6 -13 14 -10 -15 17 18 19 20 -14 22 -21 24 -23 26 -25 28 29 -27
right_child=2 -3 4 -5 6 -7 -8 8 13 -11 -12 12 16 15 -16 -17 -18 -19 -20 21 -22 23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=-1.5343319951928912e-05 1.026846199844537e-05 2.5820020131174136e-06 -4.0965609175393843e-05 5.547359200829219e-05 1.5192617524917296e-05 -2.5351187605338055e-05 9.9529283716037767e-06 -7.9289753168154687e-06 6.7528676936490235e-06 1.0283065243280969e-05 -1.565331723490406e-05 -2.2082790052363201e-05 -1.8532570234326516e-05 -4.1261343334730151e-07 -1.2156410142639428e-05 1.7792223552532963e-05 -9.188198146148353e-06 1.3481291724559697e-05 -1.5914129679523678e-05 1.473883837206813e-05 3.6839622170310068e-05 -4.0967766162120151e-06 -2.2040356818919805e-05 3.559075153349463e-08 2.2491420609834937e-05 2.7963398809599937e-06 -2.9767233963866603e-05 2.7432970974976865e-05 2.1127312499515939e-05 -2.133666551984519e-05
leaf_weight=24 24 22 22 21 24 20 28 40 24 24 23 21 23 31 26 20 26 32 21 20 23 27 32 2332 21 82 20 21 20 27
leaf_count=24 24 22 22 21 24 20 28 40 24 24 23 21 23 31 26 20 26 32 21 20 23 27 32 2332 21 82 20 21 20 27
internal_value=0 -6.77034e-06 1.01274e-07 3.76826e-06 -1.62022e-07 -2.10099e-06 1.53284e-07 7.1721e-07 -9.08535e-07 5.59485e-08 -3.18693e-08 9.77459e-08 -3.40871e-08 1.87184e-06 -3.07996e-06 6.72654e-06 1.35705e-07 2.25457e-07 6.65265e-08 1.93261e-07 9.15353e-06 3.48554e-08 -7.89451e-06 1.96552e-07 7.53556e-06 5.5756e-08 -2.17835e-07 4.34566e-06 5.87257e-07 -3.18156e-06
internal_weight=0 46 3075 206 2869 185 2847 165 141 2819 2795 2772 2748 101 50 51 2727 2701 2669 2648 46 2602 52 2550 48 2502 2352 150 129 109
internal_count=3121 46 3075 206 2869 185 2847 165 141 2819 2795 2772 2748 101 50 51 2727 2701 2669 2648 46 2602 52 2550 48 2502 2352 150 129 109
is_linear=0
shrinkage=0.1


Tree=5186
num_leaves=31
num_cat=0
split_feature=1209 43 1209 33 9 1 1204 132 1203 1185 1 15 3 158 52 51 50 52 16 1 148 49 1 51 158 1374 4 0 16 1374
split_gain=2.20887e-07 2.15933e-06 2.80185e-07 2.15938e-07 2.6865e-07 4.57698e-07 2.36907e-07 2.77621e-07 6.43184e-07 5.36715e-07 2.5539e-07 7.93926e-07 2.63778e-07 1.49144e-06 1.07548e-06 1.23767e-06 7.41878e-07 8.95094e-07 1.52634e-06 1.31353e-06 1.33336e-06 1.25794e-06 8.65491e-07 5.92204e-07 4.26152e-07 3.58929e-07 1.29468e-06 3.39435e-07 3.97369e-07 2.74749e-06
threshold=-0.087714999999999987 -0.0047449999999999992 -0.074484999999999982 -0.012019999999999998 0.089995000000000006 0.11507500000000002 0.053645000000000005 -0.083174999999999985 0.088820000000000024 -0.083264999999999992 0.16540500000000002 -0.56020999999999987 0.097915000000000016 -0.47382999999999992 0.11434500000000002 0.11381000000000001 0.091320000000000012 -0.078224999999999975 0.062650000000000025 0.10587000000000001 -0.065034999999999996 -0.043469999999999995 0.122715 -0.093639999999999987 -0.4686749999999999 0.092505000000000018 0.0033150000000000007 -0.23194499999999998 -0.0094449999999999968 0.086000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 6 -6 7 8 -5 -9 11 -11 13 -13 16 -16 17 18 -14 -19 -21 -22 -23 -20 -15 27 -27 -26 29 -29
right_child=2 -3 3 4 5 -7 -8 9 -10 10 -12 12 14 24 15 -17 -18 19 23 20 21 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-9.9507280083344089e-06 -8.5325082275234396e-06 3.1317177668132077e-05 -8.7432876863350178e-06 -1.7977519601813993e-06 1.8606062552689331e-05 2.9459597091119622e-07 8.9379875134909536e-06 1.6440289805359501e-05 -2.0302135647484866e-05 -1.9008758098690043e-05 1.0728194568152752e-05 -2.6805193459993114e-05 3.3087781337764518e-05 1.2949746764206794e-05 3.2649038348608887e-05 -5.9349044282238796e-07 -1.6804784583813591e-05 -2.1528518795846673e-05 1.0740920095423493e-05 2.3798494946632949e-05 -2.0682390692984752e-05 2.0732013912162405e-05 -4.7230744792828133e-06 -1.1309260326881833e-05 1.2349392235674631e-05 8.4236394104664218e-06 -2.7558039730308794e-05 3.6005601432979821e-07 -1.823473652110432e-06 3.6804478881029878e-05
leaf_weight=32 39 21 28 178 21 39 29 20 21 22 22 21 22 25 24 21 23 29 29 23 28 22 34 21 22 20 20 1383 861 21
leaf_count=32 39 21 28 178 21 39 29 20 21 22 22 21 22 25 24 21 23 29 29 23 28 22 34 21 22 20 20 1383 861 21
internal_value=0 6.40071e-06 -1.10567e-07 -2.13043e-09 7.94265e-08 6.70361e-06 -5.57149e-08 -1.45281e-07 -3.75048e-06 1.19162e-07 -2.04987e-09 -9.04308e-08 6.66863e-08 -2.73631e-07 2.99267e-06 1.71359e-05 2.37509e-07 2.12199e-06 1.11378e-05 -2.65109e-06 2.46522e-06 -3.37604e-06 5.27714e-06 1.47984e-06 -3.67419e-08 -1.76262e-07 -9.5672e-06 -1.20125e-08 -1.32079e-07 9.05165e-07
internal_weight=0 53 3068 3029 3001 60 2941 2912 199 2713 2693 2671 2649 2373 276 45 231 208 72 136 107 84 56 50 2352 2327 40 2287 2265 1404
internal_count=3121 53 3068 3029 3001 60 2941 2912 199 2713 2693 2671 2649 2373 276 45 231 208 72 136 107 84 56 50 2352 2327 40 2287 2265 1404
is_linear=0
shrinkage=0.1


Tree=5187
num_leaves=31
num_cat=0
split_feature=1209 1455 484 16 1455 158 4 483 1 2 43 120 52 1 46 47 0 16 3 47 148 447 39 9 9 132 1 1185 393 12
split_gain=2.24435e-07 2.21116e-07 8.5636e-07 8.0463e-07 3.95957e-07 4.29901e-07 1.4783e-06 3.72805e-07 1.1987e-06 7.43527e-07 1.86158e-06 7.21439e-07 1.28911e-06 7.8975e-07 3.78305e-07 3.83675e-07 2.35759e-06 7.31442e-06 1.62611e-06 1.14303e-06 4.59428e-07 5.15214e-07 4.15972e-07 9.01583e-07 1.71037e-06 3.98186e-07 8.75241e-06 3.25e-06 1.70299e-06 3.57006e-07
threshold=-0.14444499999999996 -0.092919999999999989 0.065750000000000017 -0.013024999999999998 -0.088559999999999986 -0.4686749999999999 -0.023539999999999995 0.10143000000000001 0.16540500000000002 0.095195000000000016 -0.065269999999999981 1.0000000180025095e-35 -0.057699999999999994 0.15170500000000001 0.10123000000000001 0.092165000000000011 -0.10224499999999999 -0.13088499999999997 -0.00083499999999999991 0.090100000000000013 -0.10069499999999999 0.094580000000000011 -1.0000000180025095e-35 0.092235000000000011 0.085555000000000006 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.10483000000000002 0.089570000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 -6 8 11 -9 -11 13 -13 14 15 19 17 -17 -18 20 -7 22 -22 24 25 26 28 -27 -24 -29
right_child=1 4 3 -5 5 7 -8 9 -10 10 -12 12 -14 -15 -16 16 18 -19 -20 -21 21 -23 23 -25 -26 27 -28 29 -30 -31
leaf_value=1.0559282709436958e-05 2.1861108685202043e-05 -1.3882901742233247e-05 1.2677865677026356e-05 -1.2683512634261018e-05 2.7938754944691687e-05 1.339579166233307e-05 -9.1544948407404484e-06 3.7448275510211142e-06 2.1767334830656186e-05 -2.7751643978667239e-05 8.2033827747333515e-06 4.7749052600920554e-06 -3.069929915086721e-05 1.8839137950718313e-05 1.231790859606008e-05 -1.2644803766968174e-07 -1.1722637777164797e-06 -7.0745864486525538e-05 2.8875920515929466e-05 2.3912555698188956e-05 1.30085877875293e-05 -1.5463760114057963e-05 -1.2204485922386363e-07 -1.5927957725933893e-05 2.8429066021219899e-05 -4.0734089750458225e-05 6.182916068788156e-05 -1.2431191934119166e-06 -3.0813209819565861e-05 1.4269443268683476e-06
leaf_weight=20 22 21 22 29 22 25 21 44 25 36 24 20 21 22 24 55 181 20 20 20 24 22 130 36 21 20 23 1325 21 805
leaf_count=20 22 21 22 29 22 25 21 44 25 36 24 20 21 22 24 55 181 20 20 20 24 22 130 36 21 20 23 1325 21 805
internal_value=0 -6.81048e-08 5.37035e-06 -1.74331e-06 -1.99217e-07 -1.03654e-07 9.82345e-06 -2.47671e-07 -3.38077e-08 -6.1289e-06 -1.33696e-05 -2.26058e-07 -1.33948e-05 -3.28154e-08 -1.82593e-07 -2.91768e-07 -3.82802e-06 -1.89583e-05 1.81761e-06 1.03057e-07 -9.1148e-08 -2.30074e-07 -9.07223e-08 -2.22761e-07 1.83426e-08 -2.38381e-07 4.3628e-06 -6.10756e-07 -4.39035e-06 -2.34011e-07
internal_weight=0 3101 73 51 3028 3007 43 2964 2860 104 60 2835 41 2794 2772 2748 276 75 201 2472 2452 2427 2405 2381 2345 2324 174 2150 151 2130
internal_count=3121 3101 73 51 3028 3007 43 2964 2860 104 60 2835 41 2794 2772 2748 276 75 201 2472 2452 2427 2405 2381 2345 2324 174 2150 151 2130
is_linear=0
shrinkage=0.1


Tree=5188
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 132 50 133 42 13 42 4 4 471 2 3 1 52 156 0 4 1 121 9 33 16 47 9 47 47 44
split_gain=2.26839e-07 1.55366e-06 4.78952e-07 4.87865e-07 2.89498e-07 2.28758e-07 3.54789e-07 3.73351e-07 3.94992e-07 3.25699e-07 2.21333e-07 8.03537e-07 1.29947e-06 7.29794e-07 1.23523e-06 1.17206e-06 4.69144e-07 3.35662e-07 2.80236e-07 5.73136e-07 3.48291e-07 6.50862e-07 3.25552e-07 1.02385e-06 5.90074e-07 4.60167e-07 3.57772e-06 2.81333e-06 5.28241e-07 4.12351e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.085749999999999979 0.09227500000000001 -0.45516499999999999 -0.018024999999999996 0.0036400000000000004 -0.0072999999999999992 -0.50690499999999983 -0.50052499999999989 -0.085064999999999988 0.085105000000000014 -0.098469999999999988 0.07863500000000001 -0.56022499999999986 0.13295500000000002 0.16094000000000003 -0.39518999999999993 0.16540500000000002 -0.094339999999999993 0.092890000000000014 -0.012019999999999998 -0.4179199999999999 0.094160000000000008 0.085555000000000006 0.09717000000000002 0.09055500000000001 0.099360000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 -8 -9 13 -12 -13 -3 15 -15 -14 18 19 -18 21 -21 23 -23 -24 26 28 -27 -25 -29
right_child=1 10 -4 -5 -6 -7 7 9 -10 -11 11 12 16 14 -16 -17 17 -19 -20 20 -22 22 24 25 -26 27 -28 29 -30 -31
leaf_value=1.1558364902790029e-05 2.7337154213975217e-05 1.1637784538462174e-05 -1.7450805301320674e-05 -1.4651303150458261e-05 1.0244847697322258e-05 -1.0326433124419055e-05 3.9010271926787845e-07 1.4051760072106846e-05 -1.6417551225239785e-05 -2.6566261762387254e-06 1.445981689381043e-05 -2.539256641739485e-05 1.262696541668144e-05 1.8103701736633767e-05 -2.203685588411693e-05 -1.499641448390321e-05 1.4009808861980371e-05 -1.0839652713912075e-05 -1.0370744283136447e-05 -1.6747709540378191e-05 1.235971441073873e-05 -2.0994392019454844e-05 -3.0451307566181643e-06 -2.3454168780370667e-08 2.1246302160307096e-05 3.9275416277935922e-05 -4.1343230991298612e-05 2.519264051275441e-06 1.591246074375314e-05 -1.1053098300180866e-05
leaf_weight=23 21 22 21 25 25 24 29 20 27 28 39 20 30 23 38 20 30 28 25 23 23 23 20 2192 20 21 21 214 21 25
leaf_count=23 21 22 21 25 25 24 29 20 27 28 39 20 30 23 38 20 30 28 25 23 23 23 20 2192 20 21 21 214 21 25
internal_value=0 2.35917e-07 -3.08077e-06 -1.57943e-06 2.77375e-07 -1.37287e-06 3.19143e-07 -2.16645e-06 -7.71359e-06 4.3052e-06 3.81665e-08 2.07119e-07 3.95564e-09 -4.51371e-06 -8.90054e-06 2.7083e-06 1.9097e-07 5.20718e-08 1.66808e-07 2.66861e-07 1.08471e-07 -7.4567e-10 1.49892e-07 7.64802e-09 9.10059e-06 2.01332e-07 -2.62067e-07 4.183e-06 1.27768e-07 1.09956e-06
internal_weight=0 2899 222 201 176 151 127 104 56 48 2878 2775 2736 103 81 43 2716 2686 2658 2633 2603 2580 2557 2517 40 2494 2234 260 2213 239
internal_count=3121 2899 222 201 176 151 127 104 56 48 2878 2775 2736 103 81 43 2716 2686 2658 2633 2603 2580 2557 2517 40 2494 2234 260 2213 239
is_linear=0
shrinkage=0.1


Tree=5189
num_leaves=31
num_cat=0
split_feature=1211 50 132 50 132 1212 402 401 1210 1213 133 2 2 1212 1212 1212 128 0 0 52 1446 402 403 1455 2 4 49 2 49 13
split_gain=2.10919e-07 2.04759e-06 3.28297e-07 1.22945e-06 6.72415e-07 3.16014e-07 3.93081e-07 1.63906e-06 5.40096e-07 3.19953e-07 5.4471e-07 5.1431e-07 2.99348e-07 2.90122e-07 1.23128e-06 1.0067e-06 7.86815e-07 1.14945e-06 1.22221e-06 6.5435e-07 2.81175e-07 2.53214e-06 1.9752e-06 8.52936e-07 7.01161e-07 1.05816e-06 7.52754e-07 1.76571e-06 6.84727e-07 6.40653e-07
threshold=0.11048500000000001 0.096900000000000014 -0.083284999999999984 0.09227500000000001 -0.050879999999999988 0.11660500000000001 -0.45015499999999992 -1.0000000180025095e-35 0.24726500000000004 0.12955000000000003 -0.49970500000000001 0.089525000000000007 0.087855000000000003 0.087615000000000012 0.089125000000000024 0.087210000000000024 0.088865000000000013 -0.084804999999999978 -0.082619999999999985 0.008405000000000001 0.083715000000000026 0.094195000000000015 -0.55276999999999987 0.088555000000000009 0.084985000000000019 -0.013514999999999998 0.08610000000000001 0.088300000000000003 0.10211000000000002 -0.080344999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 -1 -4 6 7 -6 9 10 11 -8 -2 15 -15 20 17 -16 -19 -20 22 23 -12 24 25 -22 27 -26 -28 -29
right_child=1 -3 4 -5 5 -7 8 -9 -10 -11 13 -13 -14 14 16 -17 -18 18 19 -21 21 -23 -24 -25 26 -27 28 29 -30 -31
leaf_value=-9.7498375100530646e-07 -1.3584023204400538e-05 3.1073384723805994e-05 1.6479943677040864e-05 -2.3443493539941431e-05 -2.9942528982203278e-05 1.0980101181373287e-05 2.2957220044190765e-05 7.6195408767559397e-06 1.469084864220349e-05 -1.0709373470620319e-05 -3.0209390222973361e-05 2.7881707183041725e-07 1.0208811191761118e-06 -2.4685223797860091e-05 -2.4085248977908952e-05 2.2452444827649743e-05 1.7305293796371625e-05 2.0412949894913859e-05 -1.7885583600638294e-05 6.1736834300063495e-06 3.0012406787136568e-05 3.5527241206264903e-05 -9.9797153401843682e-08 -1.7552497520227917e-05 -3.3599362104723696e-05 -8.4766511281486605e-07 2.0551150026387242e-05 1.3765780568064657e-05 -3.8730759797545035e-06 -1.0392392462000274e-05
leaf_weight=187 23 22 25 28 21 26 20 26 25 28 22 20 36 25 22 20 21 24 26 20 20 22 2252 25 20 25 22 23 24 21
leaf_count=187 23 22 25 28 21 26 20 26 25 28 22 20 36 25 22 20 21 24 26 20 20 22 2252 25 20 25 22 23 24 21
internal_value=0 5.03622e-06 -1.34194e-07 -3.90112e-06 1.52492e-07 6.71104e-09 -9.61398e-08 -9.16351e-06 6.01369e-08 -7.52324e-08 3.61199e-08 1.1618e-05 -4.67256e-06 -1.39763e-07 -4.60316e-06 1.07011e-07 -1.60221e-07 -4.14692e-06 2.11942e-06 -7.42503e-06 -7.34852e-08 3.50198e-06 -3.91095e-07 -4.12217e-07 2.35234e-06 1.28679e-05 -1.94948e-06 -8.96273e-06 7.80808e-06 2.23574e-06
internal_weight=0 81 3040 215 2825 2800 2774 47 2727 2702 2674 40 59 2634 138 2496 113 92 70 46 2476 202 2274 180 155 45 110 64 46 44
internal_count=3121 81 3040 215 2825 2800 2774 47 2727 2702 2674 40 59 2634 138 2496 113 92 70 46 2476 202 2274 180 155 45 110 64 46 44
is_linear=0
shrinkage=0.1


Tree=5190
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 4 2 0 1203 15 48 48 1374 45 11 33 1374 1375 48 447 16 3 4 147 12 3 402 133 1375 3 3
split_gain=2.44409e-07 6.26659e-06 3.12749e-06 1.07368e-06 2.41974e-07 3.68709e-07 3.18049e-07 2.28426e-07 2.86768e-07 2.1138e-07 6.94028e-07 7.57531e-07 4.39024e-07 1.54163e-06 7.31508e-07 3.70169e-07 3.80317e-07 3.41302e-07 3.40849e-07 4.18101e-07 1.10116e-06 2.1266e-06 1.16317e-06 1.08238e-06 1.00508e-06 7.43316e-07 7.232e-07 6.61487e-07 4.97733e-07 7.75141e-07
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.11275500000000001 0.097385000000000013 -0.082284999999999983 0.084545000000000009 0.083840000000000012 0.13400000000000004 0.12737000000000001 -0.26569999999999994 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 -0.096434999999999979 -0.16449999999999998 0.15068000000000001 0.10121000000000001 -0.15241499999999997 -0.13309499999999996 -0.00059999999999999995 0.093875000000000014 0.089300000000000004 -0.16726499999999997 0.095140000000000016 -0.054584999999999995 -0.084629999999999997 -0.083654999999999993 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 8 -1 10 11 -4 13 -13 -15 -16 -17 -11 19 20 23 -22 25 24 -18 26 -23 -21 -28 -30
right_child=2 -3 9 -5 -6 -7 -8 -9 -10 17 -12 12 -14 14 15 16 18 -19 -20 27 21 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=5.5933811569863389e-06 -3.7803840892923873e-05 5.2602108600853092e-05 1.7729803266774981e-05 -2.4529220504518889e-05 -9.6416925573620307e-06 1.0720440998353077e-05 -9.9381215653509918e-06 9.300969467013992e-06 -8.1361732689799741e-06 1.1426176227515255e-05 -1.8207455174152053e-05 2.4231387536789184e-05 -1.4517234523650369e-05 -1.7616274264279733e-05 -1.1954339564768957e-05 -1.3057866952046672e-05 1.3659782161128186e-05 -2.1247350479611405e-06 1.3149993510523927e-05 1.870681044238154e-05 -3.7044060807431837e-05 1.6697089552547804e-05 -2.5615788762355477e-05 1.929173474081836e-05 -1.5280975339797871e-05 -1.8287119048181923e-05 -1.415043239078308e-05 4.3695512666557601e-07 1.6750110903747859e-05 -2.2899423405371118e-06
leaf_weight=29 22 23 24 20 23 33 31 28 32 41 21 26 21 24 26 22 21 34 20 20 20 23 22 40 28 25 29 2173 24 196
leaf_count=29 22 23 24 20 23 33 31 28 32 41 21 26 21 24 26 22 21 34 20 20 20 23 22 40 28 25 29 2173 24 196
internal_value=0 3.22135e-06 -2.43102e-07 -2.57333e-06 -7.83437e-08 1.35928e-06 -1.21503e-06 1.82334e-06 -1.60901e-06 4.38207e-08 -9.62669e-08 4.03477e-08 -1.13474e-07 -3.03957e-09 -2.3529e-07 -8.01602e-08 3.57724e-08 5.2831e-06 1.44845e-07 4.56067e-08 -2.81333e-06 -5.41228e-06 -3.42909e-06 7.08604e-06 -2.87779e-06 -1.78563e-06 -2.68954e-07 6.03575e-07 -1.8361e-06 -2.12846e-07
internal_weight=0 219 2902 196 176 153 120 89 61 2880 2805 2784 2760 2739 2713 2689 2663 75 2641 2621 428 339 319 89 49 297 272 2193 249 220
internal_count=3121 219 2902 196 176 153 120 89 61 2880 2805 2784 2760 2739 2713 2689 2663 75 2641 2621 428 339 319 89 49 297 272 2193 249 220
is_linear=0
shrinkage=0.1


Tree=5191
num_leaves=31
num_cat=0
split_feature=40 130 42 1212 401 41 1456 43 154 157 0 151 1420 1419 45 11 33 16 1374 1373 1371 151 1446 480 4 160 2 13 160 52
split_gain=2.15632e-07 6.69301e-07 4.54905e-07 3.0357e-07 4.5544e-07 3.003e-07 2.46278e-07 5.41358e-07 3.60948e-07 5.31601e-07 3.45812e-07 1.54004e-06 3.45566e-07 3.86452e-07 3.29466e-07 1.6293e-06 5.85266e-07 3.44383e-07 1.64943e-06 1.39913e-06 9.47064e-07 8.03613e-07 8.02349e-07 2.00471e-06 1.99953e-06 9.09926e-07 9.50661e-07 8.55845e-07 1.50169e-06 1.48501e-06
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 -0.52517999999999987 0.13699500000000003 0.11457000000000002 0.11510000000000002 -0.064334999999999989 0.084190000000000001 0.63604500000000008 -0.24955499999999997 -0.072119999999999976 -0.086449999999999985 0.10120500000000002 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 -0.0094449999999999968 0.087855000000000016 1.0000000180025095e-35 0.083235000000000017 -0.50641499999999995 0.083715000000000026 0.086850000000000024 -0.085409999999999986 -0.094954999999999984 0.087195000000000009 -0.090639999999999984 -1.0000000180025095e-35 -0.0087299999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -8 9 10 11 -5 -12 14 15 -14 -17 20 19 22 21 -18 23 25 -24 26 -19 28 -27 -29
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 12 -13 13 -15 -16 16 17 18 -20 -21 -22 -23 24 -25 -26 27 -28 29 -30 -31
leaf_value=1.0350138459216397e-05 -1.7446888027321123e-05 1.1916555816545345e-05 1.2110080360211977e-05 -7.6389381709824583e-06 -1.5188727629720234e-05 -1.0962504311464728e-05 1.8112222310067055e-05 -3.8296229066955593e-06 1.2994129879405678e-05 -1.6410679891123436e-05 1.201044816970471e-05 2.7283792658873492e-05 2.7015474473624965e-05 -1.3498810808827827e-05 -1.1621630512308911e-05 -1.5854644736161087e-05 -1.8239453599918581e-05 2.2458961320808158e-05 -3.0128718790365384e-05 2.4415242694972438e-05 1.742912669270123e-05 5.7648591863695137e-07 3.3550669672877124e-05 -3.3838495419331593e-05 -2.8560007005277539e-06 -7.1135948201117578e-06 -3.2601436061590808e-07 -2.0073358222472785e-06 1.9959752188740476e-05 -1.5041444677220941e-05
leaf_weight=20 22 21 31 28 20 25 23 22 21 20 23 23 22 22 25 24 23 30 20 21 33 1731 22 20 48 40 47 548 42 104
leaf_count=20 22 21 31 28 20 25 23 22 21 20 23 23 22 22 25 24 23 30 20 21 33 1731 22 20 48 40 47 548 42 104
internal_value=0 -6.67492e-08 5.7435e-08 -6.51477e-08 -1.48272e-07 -4.82352e-08 4.3266e-08 7.3851e-06 -6.92238e-08 -1.63301e-07 -5.10958e-08 8.11053e-06 -1.97403e-07 -2.969e-07 -1.9317e-07 -9.02112e-08 -3.0682e-07 -1.70086e-07 -1.71732e-06 -1.10102e-06 6.45524e-07 3.29755e-07 -1.69574e-06 -2.56184e-06 8.5861e-06 -1.79053e-06 8.55125e-06 -2.87543e-06 6.75324e-06 -4.0864e-06
internal_weight=0 3101 3079 3048 3027 3007 2982 45 2937 2916 2896 51 2845 2822 2800 2775 2753 2729 942 922 1787 1754 901 831 70 811 77 734 82 652
internal_count=3121 3101 3079 3048 3027 3007 2982 45 2937 2916 2896 51 2845 2822 2800 2775 2753 2729 942 922 1787 1754 901 831 70 811 77 734 82 652
is_linear=0
shrinkage=0.1


Tree=5192
num_leaves=31
num_cat=0
split_feature=11 45 46 1429 156 1425 47 47 47 393 39 131 1210 52 16 1210 155 0 1 42 47 47 3 47 1 401 1209 1209 47 1428
split_gain=2.34834e-07 2.40835e-07 8.51003e-07 4.23261e-07 7.82597e-07 3.16055e-07 3.40264e-07 2.24261e-06 9.16348e-07 4.34586e-07 3.791e-07 3.67101e-07 3.57856e-07 2.42446e-06 2.52213e-06 4.81598e-07 3.39593e-07 3.43363e-07 2.99324e-07 4.83554e-07 5.09565e-07 3.94027e-07 5.48675e-07 3.26352e-07 4.46959e-07 2.93585e-07 3.64342e-07 5.55525e-07 3.94526e-07 4.41664e-07
threshold=-0.072629999999999986 0.084355000000000013 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.10129000000000002 0.092165000000000011 0.096175000000000024 0.088915000000000008 0.12679500000000002 0.10076500000000001 0.13767000000000004 -0.13847499999999999 0.087765000000000024 -0.082039999999999988 -0.090569999999999998 0.12862000000000004 -0.24955499999999997 0.11588000000000001 0.094365000000000018 0.11926500000000002 0.10843500000000002 -0.078934999999999991 0.12282000000000001 0.093205000000000024 0.13699500000000003 -0.085894999999999985 -0.067109999999999989 0.085505000000000012 0.087445000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 8 -8 9 11 18 12 13 14 -5 -14 17 -17 21 20 -20 22 -9 24 -23 26 -19 -28 29 -29
right_child=1 2 -4 4 -6 -7 7 10 -10 -11 -12 -13 15 -15 -16 16 -18 25 19 -21 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.0539132798233671e-05 -1.4538932136929362e-05 2.285435185001461e-05 -4.1536272931352874e-06 4.7218242930284762e-05 1.9772412215388613e-05 -1.1504218196023431e-05 -2.9111553582576263e-05 -3.0093912788455975e-06 1.6450718257569212e-05 1.3028570678076135e-05 -1.1793056091846666e-05 -1.2827237541883235e-05 -1.5119366456755891e-05 -1.9979745597776769e-05 -2.4011324187865415e-06 1.1393742533982732e-05 1.0846207998901234e-05 -1.0660118516625517e-05 1.1426733743230051e-05 1.7943803724544218e-05 -9.6431225870219364e-06 -2.5668030470374756e-06 1.262868122804886e-05 1.8126294823941274e-06 -2.1164150740560218e-05 -1.2225112404848916e-05 1.2587529173677987e-05 -1.2893926419965969e-07 -1.2859777113286934e-05 1.2082635715463161e-05
leaf_weight=21 20 20 28 20 20 24 30 57 35 26 26 22 21 21 21 26 29 32 22 24 24 28 37 31 24 20 35 2323 24 30
leaf_count=21 20 20 28 20 20 24 30 57 35 26 26 22 21 21 21 26 29 32 22 24 24 28 37 31 24 20 35 2323 24 30
internal_value=0 7.13908e-08 7.0997e-06 -3.91462e-08 5.64989e-08 -7.44169e-08 1.73887e-08 -3.15925e-06 3.7587e-07 1.63561e-07 -3.07354e-07 3.60876e-08 1.44847e-07 7.65107e-06 2.18034e-05 -3.83753e-08 8.73495e-08 -3.79545e-08 9.01667e-07 6.43721e-06 4.33765e-07 -1.28753e-06 3.14602e-06 -6.30866e-06 -1.11502e-05 -1.58581e-07 -5.98371e-08 8.07969e-08 -1.03358e-07 2.67544e-08
internal_weight=0 3100 48 3052 3032 3012 2988 303 2685 2650 273 2624 2602 62 41 2540 2519 2490 247 70 46 177 94 83 52 2464 2444 2412 2377 2353
internal_count=3121 3100 48 3052 3032 3012 2988 303 2685 2650 273 2624 2602 62 41 2540 2519 2490 247 70 46 177 94 83 52 2464 2444 2412 2377 2353
is_linear=0
shrinkage=0.1


Tree=5193
num_leaves=31
num_cat=0
split_feature=46 46 1456 160 474 474 2 2 0 1 133 474 475 0 2 456 157 157 42 157 4 52 157 1429 16 151 1429 156 159 482
split_gain=2.50583e-07 4.76424e-07 2.75681e-07 7.61975e-07 3.00301e-07 1.01861e-06 2.53758e-06 8.88096e-07 1.36482e-06 6.38751e-07 5.91878e-07 5.05669e-07 4.72028e-07 5.86807e-07 3.5607e-07 2.90521e-07 3.18987e-07 2.21264e-06 2.1749e-06 3.2585e-06 1.05433e-06 9.86927e-07 6.58094e-07 1.75674e-06 1.33536e-06 1.05843e-06 5.84585e-07 7.74115e-07 4.79605e-07 4.03089e-07
threshold=0.10987500000000001 0.083550000000000013 0.11510000000000002 -0.046074999999999991 0.089435000000000014 0.08708500000000001 0.087470000000000006 0.10803500000000001 -0.064754999999999993 0.10752500000000002 0.087625000000000022 0.085860000000000006 -0.08317999999999999 -0.079984999999999987 0.13501500000000002 0.10926500000000001 -0.087184999999999985 -0.086244999999999988 0.083715000000000026 -0.21128999999999998 -0.0094449999999999968 -0.54906499999999991 -0.00078499999999999989 -0.072014999999999982 0.26799500000000004 -0.085134999999999975 0.032755000000000006 0.12061500000000001 -0.47354999999999997 0.098465000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 11 -7 8 10 -9 12 15 -6 -14 -11 16 18 -18 20 -20 21 -1 24 -24 25 -19 27 28 -25 -30
right_child=-2 -3 3 -5 7 6 -8 9 -10 14 -12 -13 13 -15 -16 -17 17 22 19 -21 -22 -23 23 26 -26 -27 -28 -29 29 -31
leaf_value=-1.2026674374153249e-05 1.0634781602386118e-05 -1.3060652054264211e-05 2.2317133316391848e-05 -4.1115900793956921e-06 -2.1328228976926768e-05 3.5236084262838372e-05 -4.9031612964730214e-06 1.9803568838618787e-05 -2.8837004672957983e-05 -1.1263046056342319e-05 8.8514369703521621e-06 -1.3721150643130355e-05 -1.3924245790046067e-05 8.4282939971434768e-06 6.6384293153163308e-06 -1.1414310764931461e-05 -3.2449582206373593e-05 1.8513277934419292e-05 2.1772331953199192e-06 5.0617158073388661e-05 -2.6509311683184931e-05 1.5929944200489326e-05 -2.8328711294472504e-05 1.4389232479595154e-05 3.0380739138178926e-05 -4.9115772432903598e-06 -1.4309571601448365e-05 1.5923764769996202e-05 8.9952037841022612e-08 -8.2128419050301699e-06
leaf_weight=28 22 28 20 24 20 28 36 21 27 20 28 27 24 23 25 22 21 28 41 21 20 23 22 23 21 62 28 31 2297 60
leaf_count=28 22 28 20 24 20 28 36 21 27 20 28 27 24 23 25 22 21 28 41 21 20 23 22 23 21 62 28 31 2297 60
internal_value=0 -7.54997e-08 4.28931e-08 7.90147e-06 -7.13379e-08 1.84974e-07 1.26578e-05 -3.94191e-06 -8.99717e-06 5.40265e-06 -3.35848e-06 -1.02687e-07 -8.46113e-06 -2.98577e-06 -1.31778e-06 3.11189e-08 1.23488e-07 -1.21501e-07 4.89987e-06 1.85843e-05 -7.04992e-06 5.81212e-07 1.42453e-07 -1.97262e-07 7.67432e-06 2.37616e-06 5.64864e-08 2.23326e-07 1.88242e-08 -1.21405e-07
internal_weight=0 3099 3071 44 3027 2839 64 188 122 66 95 2775 67 47 45 2748 2726 2593 133 62 71 51 2572 2461 111 90 2439 2411 2380 2357
internal_count=3121 3099 3071 44 3027 2839 64 188 122 66 95 2775 67 47 45 2748 2726 2593 133 62 71 51 2572 2461 111 90 2439 2411 2380 2357
is_linear=0
shrinkage=0.1


Tree=5194
num_leaves=31
num_cat=0
split_feature=130 1 132 15 1204 130 1185 1186 1209 43 401 1212 401 391 128 128 129 13 475 13 1429 156 159 1451 1420 11 2 2 13 3
split_gain=2.20271e-07 5.2373e-07 2.17474e-07 6.12765e-06 2.93053e-06 5.33822e-06 1.36441e-06 1.07584e-06 2.1785e-07 1.74543e-06 3.21754e-07 2.14376e-06 8.22365e-07 1.22983e-06 5.37537e-07 4.30787e-07 3.4645e-07 3.00188e-07 9.43284e-07 1.21959e-06 7.09126e-07 1.94417e-06 5.69768e-07 3.66018e-07 4.8145e-07 3.46481e-07 6.54932e-07 6.35111e-07 5.99802e-07 6.27512e-07
threshold=-0.23123999999999997 0.16540500000000002 -0.083284999999999984 0.091915000000000011 -0.082199999999999981 0.006490000000000001 -0.083264999999999992 0.0044650000000000011 -0.087714999999999987 -0.0047449999999999992 0.11602000000000001 -0.089544999999999986 0.10632500000000002 -0.088134999999999977 0.11876500000000001 0.10979500000000002 -0.080669999999999978 0.10002500000000002 -0.073459999999999984 0.10935500000000002 -0.23587499999999997 0.15608500000000003 0.09599000000000002 0.095645000000000022 -0.085599999999999996 0.08740500000000001 0.097070000000000004 0.11548000000000001 0.084330000000000016 -0.16726499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -4 -6 -2 9 -8 12 -12 13 -10 15 16 -15 20 -19 -20 -18 23 -21 24 -22 28 -27 -28 29 -26
right_child=1 -3 4 -5 6 -7 8 -9 10 -11 11 -13 -14 14 -16 -17 17 18 19 22 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=9.7500988490735288e-06 -4.6908694995832754e-07 -1.3939011700535453e-05 4.0597801553640579e-06 4.8640280930647772e-05 2.6258462512487316e-05 -6.410344918549527e-05 -8.6213939656802041e-06 -2.4468326299548996e-05 -2.4823351068334887e-05 2.8717543283987438e-05 9.3594709168038596e-06 -2.7763698182882637e-05 1.4696491110187614e-05 1.1768072252607455e-05 1.6003472280447439e-05 -1.4679825291068483e-05 1.7923668617316123e-05 -1.6243422517921621e-05 2.4897809610843856e-05 5.3312813204699746e-06 -1.3430541550718545e-05 -3.1579326132487041e-05 -1.1312789582916595e-05 1.1767636864618682e-05 1.5798588078534217e-05 -6.5841364848893134e-06 2.440935536287725e-05 1.383726268376568e-06 -1.55608744255285e-05 -4.6161611580638756e-07
leaf_weight=23 169 27 27 26 20 20 31 21 20 21 35 28 38 25 21 20 21 21 29 116 28 20 25 25 24 25 25 23 26 2141
leaf_count=23 169 27 27 26 20 20 31 21 20 21 35 28 38 25 21 20 21 21 29 116 28 20 25 25 24 25 25 23 26 2141
internal_value=0 -7.23764e-08 4.9538e-08 3.10897e-06 -1.81928e-07 -2.49458e-05 2.32567e-07 -3.12163e-06 4.58681e-08 6.45779e-06 -7.5996e-08 -7.13972e-06 9.0489e-08 -1.20148e-07 6.87868e-08 -6.02141e-08 5.33804e-08 -6.15146e-08 3.75148e-06 6.22144e-06 -3.70371e-07 -5.34759e-07 2.3802e-06 -2.66787e-07 -3.98052e-07 -2.36873e-07 6.5405e-06 1.33762e-05 -4.62682e-07 -2.81364e-07
internal_weight=0 3098 3071 216 2855 47 2808 190 2788 52 2736 63 2673 2635 2615 2594 2574 2549 191 170 2358 2337 141 2317 2292 2264 73 48 2191 2165
internal_count=3121 3098 3071 216 2855 47 2808 190 2788 52 2736 63 2673 2635 2615 2594 2574 2549 191 170 2358 2337 141 2317 2292 2264 73 48 2191 2165
is_linear=0
shrinkage=0.1


Tree=5195
num_leaves=31
num_cat=0
split_feature=1213 1211 1211 1203 1204 133 1203 401 1212 402 1209 1210 15 12 1210 42 1208 401 12 402 3 3 3 3 403 1429 51 133 12 3
split_gain=2.17681e-07 2.20541e-07 5.18888e-07 3.59901e-07 1.69174e-06 6.65685e-07 3.30865e-07 2.44517e-07 4.04751e-07 2.31706e-07 5.05647e-07 2.8944e-07 2.75198e-06 2.03424e-06 8.73047e-07 3.53718e-06 4.82521e-07 2.96554e-07 1.94733e-06 7.26454e-07 3.03531e-07 7.66218e-07 1.97564e-06 2.10514e-06 1.53821e-06 1.19165e-06 1.87397e-06 1.90037e-06 8.42564e-07 9.2078e-07
threshold=0.51370000000000016 0.11986000000000001 0.11048500000000001 0.088820000000000024 -0.080654999999999991 -0.0084449999999999994 0.087075000000000014 0.13837000000000002 0.12799000000000002 0.2506000000000001 -0.087714999999999987 -0.064799999999999983 0.085550000000000015 0.085440000000000016 -0.0061249999999999994 0.090990000000000015 0.11253500000000001 -1.0000000180025095e-35 0.097575000000000009 -0.42321999999999993 -0.094299999999999981 -0.086424999999999988 -0.086049999999999988 -0.085709999999999995 -0.51931999999999989 0.083725000000000008 -0.017619999999999997 0.092470000000000011 0.083535000000000012 -0.087429999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 8 9 10 -1 12 13 -12 15 -13 17 18 -16 -19 -21 25 -23 -24 -25 26 -22 28 -28 -30
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 -11 11 14 -14 -15 16 -17 -18 19 -20 20 21 22 23 24 -26 -27 27 -29 29 -31
leaf_value=1.1469955473474233e-05 1.0399193747616664e-05 -8.1984443292612659e-06 1.2492257150315158e-05 -3.0880951739423575e-05 1.5403140542216335e-05 -8.6563021439993154e-06 1.1995764211662945e-05 -1.106436313421e-05 1.4207594285835511e-05 -1.0290839139253712e-05 -1.6745336200653004e-05 -8.1856876630409363e-06 -2.6998990648968864e-05 2.1284295265407615e-05 -2.995689286589844e-05 4.3579984875660475e-05 -1.5305506513825443e-05 1.7739620366426053e-05 1.31082169467672e-05 2.1263060069131607e-06 2.460284332631669e-05 2.3980598924775705e-05 -2.4998189564939822e-05 2.7697895175151646e-05 -1.9238527241700056e-07 -2.4046980885736224e-05 1.3052733003923065e-05 -3.1961900003807389e-05 -9.3411867657616061e-06 8.9470178071288904e-06
leaf_weight=38 20 33 33 21 23 23 23 20 20 22 22 33 37 39 21 22 21 23 21 492 22 34 34 20 1755 31 29 25 129 35
leaf_count=38 20 33 33 21 23 23 23 20 20 22 22 33 37 39 21 22 21 23 21 492 22 34 34 20 1755 31 29 25 129 35
internal_value=0 -6.70688e-08 2.03939e-08 -1.15215e-07 -7.36303e-06 3.37342e-06 4.83984e-08 -4.49087e-08 3.0438e-08 -6.71672e-08 1.08491e-08 -1.42208e-07 -5.48237e-06 7.56869e-06 4.83044e-08 1.25206e-05 -2.06516e-07 -8.78039e-08 -8.42434e-06 4.53777e-08 -1.10788e-07 -6.31436e-07 9.86021e-08 -3.50258e-07 1.21871e-07 -5.59623e-06 -3.21301e-06 -6.02012e-06 -2.65978e-06 -5.43822e-06
internal_weight=0 3101 3068 3035 67 46 2968 2945 2925 2905 2883 2845 98 61 2747 55 2692 2671 42 2629 2606 2114 1843 1809 1775 271 240 218 193 164
internal_count=3121 3101 3068 3035 67 46 2968 2945 2925 2905 2883 2845 98 61 2747 55 2692 2671 42 2629 2606 2114 1843 1809 1775 271 240 218 193 164
is_linear=0
shrinkage=0.1


Tree=5196
num_leaves=31
num_cat=0
split_feature=1429 475 15 1420 475 475 4 3 12 4 159 159 3 2 13 0 4 45 11 33 34 9 16 0 0 0 0 1453 159 0
split_gain=2.11064e-07 4.55503e-07 7.17322e-07 4.85236e-07 2.69679e-07 6.67783e-07 3.03381e-07 9.03764e-07 1.46362e-06 2.8443e-07 1.41768e-06 2.45021e-06 6.72557e-07 9.44911e-07 1.70678e-06 6.33564e-07 4.05706e-07 3.90049e-07 1.53092e-06 4.34435e-07 3.37242e-07 4.03017e-07 4.86808e-07 3.0977e-07 2.30129e-06 1.55095e-06 1.08943e-06 9.82454e-07 7.82411e-07 6.57002e-07
threshold=0.12521000000000002 -0.24482499999999999 -0.0088349999999999974 1.0000000180025095e-35 -0.10664 -0.090439999999999979 -0.50940999999999981 -0.098469999999999988 0.087215000000000015 -0.15289999999999995 0.10545500000000001 0.085035000000000013 0.10542000000000001 0.082850000000000021 -0.033284999999999988 0.12411500000000002 -0.14098499999999997 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 -0.112215 0.089995000000000006 -0.40995499999999996 -0.070889999999999995 -0.071719999999999992 -0.069954999999999976 -0.072269999999999987 -0.0067199999999999994 0.12895000000000004 -0.068604999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 7 8 -7 10 11 12 13 -8 -15 -16 -11 18 -18 -20 -21 23 -23 24 26 -25 -22 -27 29 -29
right_child=-2 3 -4 -5 5 6 9 -9 -10 16 -12 -13 -14 14 15 -17 17 -19 19 20 21 22 -24 25 -26 27 -28 28 -30 -31
leaf_value=3.0132465682349311e-06 1.0239911789540201e-05 -9.7850109276415824e-06 -2.1457313603605146e-05 1.5611029448336924e-05 1.7433011651684701e-05 -1.5122711790809262e-05 -1.1884750810250726e-05 -1.7026330611968614e-05 2.2676446872624402e-05 -1.2568696694450829e-05 -2.0351595201922073e-05 3.9089453795375969e-05 -1.004528895932846e-05 3.6771832483282197e-05 1.4902612529112957e-05 -6.202230987166029e-06 2.4724556091314299e-05 -1.2984104377328945e-05 -1.4131847092357931e-05 -1.2956803611814396e-05 3.2302306101296323e-07 4.953979955475747e-07 2.1079458151689322e-05 -2.4830300390021876e-05 3.4181654737039931e-05 2.0705878755507003e-05 -2.3128664079195008e-05 1.2092273994182637e-05 -2.0793433976082489e-05 -2.2736418401982725e-06
leaf_weight=23 20 28 25 20 22 20 22 39 21 26 21 21 33 20 25 33 25 23 22 20 2068 27 20 29 20 20 20 35 21 352
leaf_count=23 20 28 25 20 22 20 22 39 21 26 21 21 33 20 25 33 25 23 22 20 2068 27 20 29 20 20 20 35 21 352
internal_value=0 -6.60418e-08 -9.73184e-06 8.59262e-08 -1.64484e-08 7.45732e-08 -5.34475e-08 -6.12845e-06 4.23783e-06 1.13965e-07 4.02208e-06 7.34577e-06 2.3336e-06 6.41864e-06 1.15811e-05 2.89468e-06 -1.36738e-07 -1.71119e-08 9.42135e-08 -1.37798e-07 -2.08265e-08 7.82239e-08 9.25457e-06 -8.99197e-08 4.21761e-07 -2.45014e-06 9.839e-08 -9.33731e-07 -1.9945e-06 -9.74399e-07
internal_weight=0 3101 48 3053 3033 3005 2983 80 41 2903 175 154 133 100 78 58 2728 2702 2679 2654 2632 2612 47 2565 2108 457 2088 428 408 387
internal_count=3121 3101 48 3053 3033 3005 2983 80 41 2903 175 154 133 100 78 58 2728 2702 2679 2654 2632 2612 47 2565 2108 457 2088 428 408 387
is_linear=0
shrinkage=0.1


Tree=5197
num_leaves=31
num_cat=0
split_feature=11 45 46 1429 156 11 4 1429 2 132 0 1204 2 2 14 13 160 160 1 1 1 4 1 1 0 12 1 12 50 1447
split_gain=2.57432e-07 2.5428e-07 7.4462e-07 3.80528e-07 7.30044e-07 3.54755e-07 7.71116e-07 3.70117e-07 2.62347e-07 2.0491e-06 8.62639e-06 5.29556e-06 1.61945e-06 1.46037e-06 1.27519e-06 1.22624e-06 2.86513e-06 2.76035e-06 1.71993e-06 1.09569e-05 5.85042e-06 2.89637e-06 3.89873e-06 2.57747e-06 2.00653e-06 1.4793e-06 1.20887e-06 1.11337e-06 7.38784e-07 7.33004e-07
threshold=-0.072629999999999986 0.084355000000000013 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.097680000000000017 -0.018869999999999994 -0.10379499999999998 0.083715000000000026 -0.083284999999999984 -0.082284999999999983 -0.081079999999999985 0.083865000000000009 0.082850000000000021 0.078320000000000015 -0.081029999999999977 -0.4909099999999999 -0.43215499999999996 0.093700000000000019 0.09202500000000001 0.090965000000000004 -0.083644999999999983 0.08801500000000001 0.089475000000000013 -0.093584999999999988 0.086565000000000017 0.083835000000000007 0.10911500000000002 0.11863000000000001 0.059120000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 7 -7 -5 9 10 -9 -11 -10 14 15 16 -13 -17 19 20 21 25 -23 -24 -20 -19 -18 28 -26 -14
right_child=1 2 -4 4 -6 6 -8 8 12 11 -12 13 29 -15 -16 17 26 18 24 -21 -22 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-1.1034585756284461e-05 -1.3787188054266155e-05 2.2033632012607997e-05 -3.2298906607560898e-06 1.2178091679743376e-05 1.909428979161021e-05 -2.2946843637328131e-05 2.8171059196980564e-06 -1.6936101550527385e-05 -2.7017863328143467e-05 -4.5964656631743617e-05 7.1176037745317449e-05 -3.8612510562333313e-05 -5.6662428215028259e-07 2.0595801426026859e-05 -2.3554558053244062e-05 4.0009976748392334e-05 -2.2536995437922482e-05 6.9581044153892446e-06 -3.1313321977160574e-05 6.6581263186451221e-05 -4.2756135637857908e-05 5.9297875641277652e-05 -1.6425713295120658e-05 2.9919623659679929e-05 -3.0895164400135399e-08 -2.8182955208214242e-05 1.6528393890381232e-06 2.0686428403375127e-05 -1.9851226880702946e-05 1.4925168890782046e-05
leaf_weight=21 20 20 28 25 20 21 26 25 23 24 20 22 2069 39 21 21 23 25 22 29 27 20 24 24 180 23 203 24 21 31
leaf_count=21 20 20 28 25 20 21 26 25 23 24 20 22 2069 39 21 21 23 25 22 29 27 20 24 24 180 23 203 24 21 31
internal_value=0 7.47493e-08 7.29658e-06 -3.88312e-08 5.18572e-08 -7.45866e-08 -8.69445e-06 6.2052e-08 -4.09756e-08 1.48177e-06 2.22248e-05 2.72655e-07 -6.26979e-07 1.75621e-06 7.19895e-07 1.46083e-06 -4.1625e-06 4.63034e-06 2.85714e-06 1.05349e-05 -8.31186e-07 8.92721e-06 2.22031e-05 6.74696e-06 -2.48929e-06 -9.88032e-06 -8.08958e-07 3.29055e-07 -2.10168e-06 -3.37936e-07
internal_weight=0 3100 48 3052 3032 3012 47 2965 2940 817 45 772 2123 748 709 688 248 440 419 172 143 116 68 48 247 48 226 225 201 2100
internal_count=3121 3100 48 3052 3032 3012 47 2965 2940 817 45 772 2123 748 709 688 248 440 419 172 143 116 68 48 247 48 226 225 201 2100
is_linear=0
shrinkage=0.1


Tree=5198
num_leaves=31
num_cat=0
split_feature=46 46 47 47 47 3 47 12 129 391 1184 394 128 1204 131 1210 1213 0 1427 12 120 4 33 1186 151 151 475 150 51 15
split_gain=2.65235e-07 4.21183e-07 2.65625e-07 1.83717e-06 7.7053e-07 3.93963e-06 7.43896e-07 5.58521e-07 3.94129e-07 1.32901e-06 8.14412e-07 5.01183e-07 3.90768e-07 4.17873e-07 3.18004e-07 3.82882e-07 2.32404e-06 3.53655e-06 3.4409e-07 1.05843e-06 4.43412e-07 5.86454e-07 4.38268e-07 3.45437e-07 3.74022e-07 8.35838e-07 2.07244e-06 3.62213e-06 1.45435e-06 8.92163e-07
threshold=0.10987500000000001 0.083550000000000013 0.092165000000000011 0.096175000000000024 0.078875000000000015 -0.020429999999999997 0.089640000000000011 0.089735000000000023 -0.077709999999999987 -0.086319999999999994 0.089075000000000015 0.264685 0.11787500000000002 -0.10137499999999998 0.13767000000000004 -0.13847499999999999 -0.083944999999999978 -0.071719999999999992 0.087520000000000001 0.088725000000000012 1.0000000180025095e-35 0.63113500000000011 -0.012019999999999998 -0.087469999999999978 -0.085134999999999975 -0.085684999999999997 -0.085774999999999976 0.10874500000000002 -0.085164999999999977 -0.018314999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 6 7 -6 9 -1 11 12 13 -10 15 16 -15 -18 20 -20 21 22 -17 -24 25 26 -25 28 -28 -30
right_child=-2 -3 3 -5 5 -7 -8 -9 10 -11 -12 -13 -14 14 -16 18 17 -19 19 -21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-2.8455109986680328e-05 1.094128343662636e-05 -1.2286828811219102e-05 -2.5837581814548393e-05 -1.7202085394882547e-07 1.602820000812244e-05 4.8587288352166527e-05 -1.6964900648665868e-05 -5.545714649220676e-06 1.3764603189449852e-05 6.1297152715269476e-06 1.9356649546476876e-05 1.4731648780466259e-05 -1.1077457284613957e-05 3.5840283599100078e-05 -1.2636814335564851e-05 1.3367724544798916e-05 -3.4594484592768522e-05 2.3441223285252427e-05 2.0432284546435161e-05 -6.8591059701888032e-06 -1.2049262508639913e-05 1.445501160627895e-05 8.3740528233393829e-06 -2.5122374595062307e-05 -1.0995041266509736e-06 2.2197448747430739e-05 -2.3156290025857137e-05 4.1232040655359017e-05 -2.0238138439119461e-06 1.5836281463412977e-05
leaf_weight=20 22 28 31 278 24 20 22 24 22 25 22 23 32 20 20 23 21 21 30 27 32 27 43 26 2040 21 24 24 88 41
leaf_count=20 22 28 31 278 24 20 22 24 22 25 22 23 32 20 20 23 21 21 30 27 32 27 43 26 2040 21 24 24 88 41
internal_value=0 -7.7671e-08 3.36467e-08 -2.74688e-06 3.4472e-07 9.44553e-06 -1.73783e-06 5.24124e-06 3.81804e-08 -9.24132e-06 1.97136e-07 3.53287e-08 -9.55836e-08 4.22282e-08 -7.71912e-08 2.29653e-08 7.78366e-06 -5.57663e-06 -1.73749e-07 7.50478e-06 -3.56954e-07 -1.98212e-07 -3.68014e-07 -5.04954e-07 -6.73593e-07 3.20524e-06 1.24053e-06 5.11305e-06 -5.52673e-07 3.65265e-06
internal_weight=0 3099 3071 309 2762 90 70 48 2672 45 2627 2605 2582 2550 2528 2508 62 42 2446 57 2389 2357 2330 2307 2264 224 203 177 153 129
internal_count=3121 3099 3071 309 2762 90 70 48 2672 45 2627 2605 2582 2550 2528 2508 62 42 2446 57 2389 2357 2330 2307 2264 224 203 177 153 129
is_linear=0
shrinkage=0.1


Tree=5199
num_leaves=31
num_cat=0
split_feature=132 1185 1203 402 1212 448 0 46 46 1208 1208 402 402 1213 1212 1211 16 16 402 52 51 51 48 12 483 121 13 133 160 3
split_gain=2.52686e-07 1.20005e-06 7.41565e-07 2.39098e-07 3.52858e-07 2.36104e-07 8.306e-07 2.28508e-07 5.29142e-07 2.24863e-07 3.93762e-07 4.34038e-07 3.24108e-07 2.91442e-07 5.06713e-07 5.6714e-07 2.5084e-07 2.39904e-06 1.76361e-06 9.88225e-07 8.16209e-07 2.45238e-06 1.292e-06 8.3455e-07 8.18737e-07 2.17841e-06 8.27377e-07 9.92178e-07 1.37596e-06 7.4694e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.31278000000000006 0.15049500000000002 0.068920000000000023 -0.26609999999999995 0.10987500000000001 0.083550000000000013 0.11531000000000001 0.10233500000000001 0.13924000000000003 0.13116000000000003 0.51258500000000007 0.11796000000000001 0.10904000000000001 -0.088159999999999988 -0.087484999999999993 -0.095664999999999986 -0.078224999999999975 0.035765000000000012 0.089355000000000004 0.089670000000000014 0.084405000000000022 0.10143000000000001 -0.052794999999999988 0.19762500000000002 0.10622000000000002 0.10455000000000002 -0.080734999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 8 9 10 11 12 13 14 15 16 18 -18 -8 -20 24 -22 23 -23 25 -21 27 28 29 -27
right_child=1 3 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 19 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.0558374931544148e-06 2.4067306445171459e-05 1.9524065927808726e-05 -1.846473414681376e-05 1.0706552898010982e-05 -1.2917750947443502e-05 -1.0734100324043539e-05 2.9350904678308743e-05 1.0667826932149183e-05 -1.6266503862425453e-05 -9.1976825597857205e-06 1.1173883154924625e-05 -1.4305007844736145e-05 1.2215440636447801e-05 1.2053514992658166e-05 -1.2570674259038129e-05 1.5723501383035911e-05 -2.8281568660121036e-05 -2.1846403003167484e-07 1.5548837382084457e-05 3.4409914489970107e-05 -3.9706746238152844e-05 2.3955480114636887e-05 -1.6649110951523958e-05 -5.128435097266566e-07 -1.8119858668796952e-05 5.6727827518244069e-06 -1.7341389707326016e-05 1.7213230197093683e-05 -2.5247455553198961e-05 -2.219227635169223e-06
leaf_weight=194 21 22 28 21 21 20 22 20 20 26 32 21 22 20 32 23 31 1757 42 20 20 20 36 46 21 228 24 38 20 253
leaf_count=194 21 22 28 21 21 20 22 20 20 26 32 21 22 20 32 23 31 1757 42 20 20 20 36 46 21 228 24 38 20 253
internal_value=0 2.48999e-07 -3.25155e-06 7.52034e-08 -2.94089e-09 9.26906e-08 1.69585e-07 1.7188e-08 -5.96011e-08 5.80961e-08 1.46311e-07 1.542e-08 1.27842e-07 2.76056e-08 -6.3742e-08 9.01303e-08 -4.93451e-08 -7.05017e-07 1.43463e-06 6.34946e-07 -2.27841e-07 -7.68839e-06 -1.41029e-06 6.9018e-06 1.27909e-06 1.97785e-06 8.25737e-07 1.63466e-06 4.53055e-07 1.52168e-06
internal_weight=0 2899 222 2878 2857 2836 2816 2794 2774 2754 2728 2696 2675 2653 2633 2601 2578 1788 790 768 726 122 102 66 604 583 563 539 501 481
internal_count=3121 2899 222 2878 2857 2836 2816 2794 2774 2754 2728 2696 2675 2653 2633 2601 2578 1788 790 768 726 122 102 66 604 583 563 539 501 481
is_linear=0
shrinkage=0.1


Tree=5200
num_leaves=31
num_cat=0
split_feature=11 142 147 49 148 48 48 457 4 483 0 1 13 159 42 3 158 1 0 154 1455 1456 2 49 49 42 1454 133 49 48
split_gain=2.16877e-07 2.22447e-07 2.6428e-07 1.86022e-06 5.26055e-07 2.70387e-07 5.86108e-07 8.65679e-07 2.97582e-07 2.69548e-07 1.53791e-06 1.22761e-06 5.01268e-07 1.8499e-06 9.52646e-07 9.1565e-07 3.97263e-07 1.16342e-06 3.88833e-07 4.2963e-07 3.78457e-07 7.45965e-07 1.03448e-06 4.28485e-07 1.24596e-06 3.7644e-06 1.17378e-06 8.9003e-07 4.16013e-07 3.97474e-07
threshold=-0.072629999999999986 -0.057499999999999989 0.095485000000000014 -0.043469999999999995 -0.098399999999999974 0.13400000000000004 0.12737000000000001 0.41022000000000008 0.08184000000000001 0.098395000000000024 -0.061629999999999997 0.16175000000000003 -0.077944999999999987 -0.023324999999999995 0.096610000000000015 -0.074479999999999977 -0.25150999999999996 0.096475000000000019 -0.24955499999999997 1.0000000180025095e-35 0.090900000000000022 -0.081419999999999979 0.094835000000000017 0.12011500000000001 0.11136000000000001 0.083935000000000023 0.10205000000000002 0.095000000000000015 0.13725000000000001 0.092065000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 7 9 -7 11 12 16 13 -11 15 -14 17 -6 -18 20 23 -22 -23 24 26 -26 29 28 -25 -20
right_child=1 2 3 -5 5 8 -8 -9 -10 10 -12 -13 14 -15 -16 -17 18 -19 19 -21 21 22 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-1.0128185507104112e-05 -9.9511070526535732e-06 -1.3159795513881061e-05 -7.1607480868899937e-06 3.1273998815777303e-05 4.5385988245940217e-06 1.3117529138209208e-05 -1.6629221387293436e-05 1.9050866073181774e-05 -1.7000210589131989e-06 2.916176211763978e-05 2.8526006601416819e-05 -2.4936147176504168e-05 -1.2280162660648455e-06 -5.4489312904169836e-06 9.6690080454209241e-06 -3.0792008190019266e-05 1.3996336488162344e-05 -2.4455668426526245e-05 2.4298247188260223e-07 1.3916383572491627e-05 -5.330127593576132e-06 2.858854991973203e-05 -1.9242667167418407e-06 -9.393832753959133e-06 4.6778145484235477e-05 -1.3841772888554262e-05 -2.1928176822257229e-05 -2.1902211756241741e-05 7.4609306039974399e-06 -4.4142168285361554e-06
leaf_weight=21 22 30 34 20 31 33 21 24 23 23 22 20 22 47 24 20 20 25 2189 22 30 25 20 27 21 20 25 28 32 200
leaf_count=21 22 30 34 20 31 33 21 24 23 23 22 20 22 47 24 20 20 25 2189 22 30 25 20 27 21 20 25 28 32 200
internal_value=0 6.86027e-08 1.40219e-07 7.07434e-06 1.63949e-08 1.48421e-07 1.72206e-08 1.37061e-07 7.03175e-06 -1.98455e-08 3.99616e-06 -2.51848e-07 2.80914e-08 5.92315e-06 -6.22425e-06 -1.53061e-05 -7.0012e-08 -8.40527e-06 1.05533e-07 2.59883e-10 -1.16727e-07 6.88433e-06 1.50273e-05 -3.23288e-07 -7.88813e-08 1.72075e-05 -3.72477e-07 -7.22006e-06 -2.52266e-07 -1.46904e-07
internal_weight=0 3100 3078 54 3024 2994 2938 2917 56 2893 158 2735 136 70 66 42 2715 56 2659 2639 2617 75 45 2542 2455 41 2414 87 59 2389
internal_count=3121 3100 3078 54 3024 2994 2938 2917 56 2893 158 2735 136 70 66 42 2715 56 2659 2639 2617 75 45 2542 2455 41 2414 87 59 2389
is_linear=0
shrinkage=0.1


Tree=5201
num_leaves=31
num_cat=0
split_feature=483 483 158 158 483 0 12 52 483 483 1375 483 447 1 1 1 1 1 0 1 0 9 1447 480 1210 1 43 1 1 1
split_gain=2.19022e-07 4.59086e-07 4.2203e-07 4.55238e-07 2.92576e-07 1.37102e-06 1.3468e-06 6.43142e-07 6.36232e-07 4.50343e-07 3.52821e-07 3.38084e-07 3.07077e-07 3.78109e-07 6.0919e-06 4.03981e-06 3.82678e-06 2.27819e-06 1.49363e-06 1.43167e-06 1.14392e-06 1.11819e-06 1.14087e-06 1.15547e-06 8.41824e-07 8.93507e-07 3.35417e-06 6.58475e-07 2.38695e-06 1.92169e-06
threshold=0.13667500000000002 0.12325000000000001 -0.47356499999999996 -0.46413499999999996 0.098395000000000024 -0.064339999999999994 0.23631000000000002 0.056145000000000007 0.096190000000000012 0.095085000000000017 -0.42089999999999994 0.093265000000000015 0.10326500000000001 0.091535000000000019 0.09202500000000001 0.092845000000000025 0.093400000000000025 0.094090000000000021 -0.23001499999999997 0.094715000000000008 -0.26343999999999995 0.081890000000000004 0.059120000000000013 0.10711000000000002 -0.42132499999999995 0.090405000000000013 -0.041739999999999992 0.085475000000000009 0.086560000000000012 0.082005000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 7 8 -6 9 10 -5 12 13 18 -15 -16 -17 -18 -12 -19 -21 22 23 24 -20 27 -27 29 -29 -26
right_child=-2 -3 3 4 5 -7 -8 -9 -10 -11 11 -13 -14 14 15 16 17 19 21 20 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=1.3253352547811423e-05 9.5161614505438301e-06 -1.2596655474696709e-05 -1.509692283889308e-05 -1.1809581708803307e-05 -7.3545911058877567e-06 2.741284920892378e-05 -2.6004865976574365e-05 1.1443670895719803e-05 1.7808627371778131e-05 -1.4679581805207169e-05 2.1207793038878925e-05 1.2197207767080135e-05 1.2070899889576618e-05 -5.2550360092225118e-05 3.5040579091254323e-05 -4.2873757577539933e-05 3.113182044465e-05 -2.5541208236745662e-05 1.9976161567163738e-05 -2.0599103897568836e-05 -1.8207215196229404e-08 2.3871647881605897e-05 2.0500703969985438e-05 -2.2985820495788094e-05 1.8588770114593208e-07 1.1734963711070899e-05 -3.8587519522409896e-05 3.1691888752902739e-05 8.428913124767932e-07 -2.0354713898725212e-05
leaf_weight=24 24 29 20 25 52 22 20 28 20 21 35 23 21 23 31 22 22 24 21 28 761 20 27 22 1473 27 26 30 153 47
leaf_count=24 24 29 20 25 52 22 20 28 20 21 35 23 21 23 31 22 22 24 21 28 761 20 27 22 1473 27 26 30 153 47
internal_value=0 -7.37433e-08 4.46284e-08 -5.9514e-08 3.99398e-08 5.30458e-06 -1.43836e-07 -7.75199e-07 3.4393e-08 -8.89535e-08 1.8143e-08 1.22407e-07 2.36797e-08 -6.69333e-08 -1.73912e-06 -4.23068e-07 -1.70588e-06 -6.21221e-07 7.42937e-07 -1.48047e-06 -7.48581e-07 3.54925e-07 9.73488e-08 -2.08872e-07 7.31165e-08 -1.64904e-07 -1.29515e-05 2.33036e-07 5.9001e-06 -4.49249e-07
internal_weight=0 3097 3068 3044 3024 102 2922 80 2902 2882 2861 2836 2813 2792 911 888 857 835 1881 813 789 1846 1826 1799 1777 1756 53 1703 183 1520
internal_count=3121 3097 3068 3044 3024 102 2922 80 2902 2882 2861 2836 2813 2792 911 888 857 835 1881 813 789 1846 1826 1799 1777 1756 53 1703 183 1520
is_linear=0
shrinkage=0.1


Tree=5202
num_leaves=31
num_cat=0
split_feature=40 130 42 483 479 1446 480 480 51 49 154 1456 471 156 16 159 16 482 12 156 3 16 16 16 157 13 3 52 4 12
split_gain=2.32841e-07 6.32719e-07 3.75661e-07 2.62633e-07 2.35633e-07 3.41897e-07 2.42994e-07 5.01816e-07 2.51321e-07 6.01753e-07 3.67679e-07 5.27766e-07 4.47912e-07 4.23904e-07 2.8201e-07 6.14007e-07 8.81368e-07 1.0555e-06 1.07297e-06 1.93153e-06 1.81548e-06 1.41029e-06 1.7582e-06 1.30738e-06 1.38518e-06 1.34522e-06 1.18193e-06 8.6355e-07 5.73634e-07 6.81801e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 -0.47181499999999993 0.11469500000000001 -0.073109999999999994 0.11471500000000003 0.10982000000000001 -0.43587999999999999 0.10969000000000002 0.085530000000000009 0.11510000000000002 0.094575000000000006 -0.093169999999999989 0.058835000000000005 0.10545500000000001 0.062650000000000025 0.11562500000000002 0.092200000000000018 0.092190000000000008 0.095270000000000007 0.31475000000000003 0.19444000000000003 0.40737000000000007 -0.04831499999999999 0.086705000000000018 -0.079979999999999982 -0.090859999999999982 -0.15289999999999995 0.085565000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 8 9 -7 11 12 13 -10 28 16 -16 18 19 -18 -21 22 -20 -23 -25 26 -26 -17 29 -15
right_child=1 2 -4 4 -6 6 -8 -9 10 -11 -12 -13 -14 14 15 27 17 -19 21 20 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=1.075521799066337e-05 -1.6967854538630821e-05 9.25034098145261e-06 1.1004047768613917e-05 1.2066771146039727e-05 -1.0708386053877241e-05 1.6710295950263442e-05 1.0812925258960606e-05 -1.6033270012485444e-05 1.2528697497005992e-05 -4.8684541752663795e-06 -1.3775229973589376e-05 1.374571612460487e-05 -1.3366704507251809e-05 1.3480903116658283e-05 -2.1921377192484216e-05 -2.8353822615047523e-05 -1.5573990966668282e-06 2.0892634744417264e-05 -1.670626146654325e-06 4.1158253276554882e-05 1.4257124981351966e-06 2.0291514705273915e-05 -3.9626740002719234e-05 -2.7686507936171739e-05 -2.8733195704262472e-05 1.8039530052057535e-05 5.8544612164206977e-07 3.241984207609979e-07 -1.4365857260105824e-07 -6.2830845157198686e-06
leaf_weight=20 22 30 31 23 21 28 20 20 26 24 20 27 26 64 20 21 189 22 23 23 23 22 26 24 20 27 44 21 2190 24
leaf_count=20 22 30 31 23 21 28 20 20 26 24 20 27 26 64 20 21 189 22 23 23 23 22 26 24 20 27 44 21 2190 24
internal_value=0 -6.93629e-08 5.13798e-08 -6.00154e-08 -1.52564e-07 -7.8599e-08 -1.72528e-07 -2.46904e-07 -1.39294e-07 6.75087e-06 -2.63614e-07 -1.69193e-07 -3.01716e-07 -1.80787e-07 -2.99525e-07 -2.43752e-06 -1.38731e-06 -4.60268e-07 -1.5761e-06 2.91525e-06 2.1292e-05 -7.25064e-06 -2.18106e-05 -2.04306e-06 -6.31577e-06 -6.79527e-07 -8.57663e-06 -1.40148e-05 1.74439e-07 8.09072e-06
internal_weight=0 3101 3079 3048 3018 2997 2974 2954 2934 52 2882 2862 2835 2809 2783 505 463 443 421 235 46 186 49 137 115 91 64 42 2278 88
internal_count=3121 3101 3079 3048 3018 2997 2974 2954 2934 52 2882 2862 2835 2809 2783 505 463 443 421 235 46 186 49 137 115 91 64 42 2278 88
is_linear=0
shrinkage=0.1


Tree=5203
num_leaves=31
num_cat=0
split_feature=130 2 15 147 147 150 151 448 48 0 45 11 9 8 10 13 0 1 150 12 1375 9 150 160 49 52 12 4 49 49
split_gain=2.30942e-07 4.52295e-07 2.80394e-07 3.04822e-07 6.39276e-07 3.81048e-07 1.72615e-06 7.1697e-07 3.55129e-07 3.95734e-07 3.63089e-07 1.49652e-06 6.15665e-07 1.27155e-06 8.95701e-07 2.14275e-06 2.94303e-07 9.0957e-07 2.94134e-07 2.28577e-06 5.58457e-07 3.66647e-07 2.98048e-07 8.33524e-07 7.9766e-07 6.26207e-07 6.46701e-07 3.36428e-07 3.20772e-07 3.27366e-07
threshold=-0.23123999999999997 0.31358000000000003 0.19724500000000003 0.10735000000000001 0.099230000000000013 0.12640500000000002 0.015440000000000001 1.0000000180025095e-35 -0.09386499999999999 -0.24955499999999997 0.094030000000000016 -0.011194999999999998 0.092235000000000011 0.098655000000000007 0.0036750000000000007 -0.072309999999999985 -0.23051499999999997 0.088975000000000012 0.10801000000000001 0.083715000000000026 -0.090674999999999992 0.085355000000000014 0.085395000000000013 0.084770000000000026 -0.13878999999999997 -0.0087299999999999982 0.08401500000000002 -0.0082299999999999995 -0.08471999999999999 -0.056454999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 8 -2 -10 11 -11 14 -14 16 -16 17 -13 20 -20 -18 22 24 25 -22 26 -24 -28 -26 -30
right_child=1 -3 -4 -5 -6 6 -8 -9 9 10 -12 12 13 -15 15 -17 18 -19 19 -21 21 -23 23 -25 28 -27 27 -29 29 -31
leaf_value=9.9834542039468001e-06 -1.072548781937052e-05 -1.2293171258382549e-05 9.2134575176962915e-06 -1.1782549865363928e-05 1.7850292279035783e-05 -3.1619428708040689e-05 5.8304441637346828e-06 1.7275631792775434e-05 1.1460417247235456e-05 2.4381219103815965e-05 -1.1848437269726185e-05 6.2763688344024236e-06 -2.8800352637600471e-05 6.0386332188500095e-06 -6.9442086659483211e-06 3.7237048980473665e-05 -1.3616702328304639e-05 -2.2164913224040229e-05 2.7648776631394869e-05 -9.4226298353798199e-06 -1.7036439209862562e-05 -1.3601259779534304e-05 -5.2305240191147994e-06 1.9606424694788514e-05 1.1692925925118566e-05 -1.5479418777886167e-05 2.1844642192480112e-05 3.7223374647510356e-06 -1.1122134898229249e-05 -4.7847125696089865e-08
leaf_weight=23 31 30 33 22 20 20 32 24 30 25 26 22 22 20 23 21 31 23 29 39 28 20 37 29 23 20 21 20 27 2350
leaf_count=23 31 30 33 22 20 20 32 24 30 25 26 22 22 20 23 21 31 23 29 39 28 20 37 29 23 20 21 20 27 2350
internal_value=0 -7.41231e-08 4.53591e-08 -5.4327e-08 3.13089e-08 -8.77621e-08 -8.57335e-06 6.22721e-08 -7.93531e-08 3.50025e-08 -8.50123e-08 2.30615e-08 -1.94034e-07 -1.22104e-05 -1.13758e-08 1.41423e-05 -2.40417e-07 -8.26029e-06 -1.05452e-07 6.38723e-06 -2.7487e-07 -1.1425e-07 -8.67656e-09 4.7138e-06 -2.55692e-07 3.06801e-07 4.35455e-06 1.30045e-05 -5.99171e-08 -1.73638e-07
internal_weight=0 3098 3068 3035 3013 2993 52 2941 2917 2886 2856 2830 2805 42 2763 44 2719 45 2674 68 2606 2575 2555 127 2428 98 78 41 2400 2377
internal_count=3121 3098 3068 3035 3013 2993 52 2941 2917 2886 2856 2830 2805 42 2763 44 2719 45 2674 68 2606 2575 2555 127 2428 98 78 41 2400 2377
is_linear=0
shrinkage=0.1


Tree=5204
num_leaves=31
num_cat=0
split_feature=11 448 0 1211 43 133 133 4 1186 132 15 400 2 1186 129 129 4 4 43 12 1210 133 4 4 3 403 1213 159 15 12
split_gain=2.75289e-07 2.34197e-07 6.60692e-07 2.20076e-07 6.65597e-07 2.21501e-07 7.01823e-07 1.1665e-06 6.70591e-07 8.2173e-07 9.21679e-06 8.50278e-06 1.01111e-06 6.64176e-07 6.15607e-07 6.29126e-07 8.34231e-07 3.31696e-06 2.06075e-06 1.45062e-06 1.33525e-06 6.86569e-07 5.51489e-07 4.80234e-07 4.74058e-07 4.21971e-07 8.04355e-07 4.95303e-07 6.60941e-07 4.0124e-07
threshold=-0.072629999999999986 0.068920000000000023 -0.26609999999999995 0.11716500000000001 0.062770000000000006 -0.012979999999999998 -0.019454999999999997 -0.084564999999999987 -0.089559999999999987 -0.083284999999999984 0.091915000000000011 -0.081749999999999975 0.084415000000000004 -0.088079999999999978 0.10359500000000001 -0.082304999999999975 -0.083644999999999983 -0.081839999999999982 0.022390000000000004 0.085195000000000007 -0.064799999999999983 -0.054584999999999995 -0.080924999999999983 0.10528000000000001 -0.06977499999999999 0.072365000000000027 -0.013534999999999998 0.089755000000000015 -0.092489999999999989 0.090345000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 8 -8 -4 10 12 -11 -10 -7 15 -13 18 -18 19 -17 -19 22 -22 24 -14 26 -24 28 -27 -30
right_child=1 -3 3 4 -6 13 7 -9 9 11 -12 14 23 -15 -16 16 17 20 -20 -21 21 -23 25 -25 -26 27 -28 -29 29 -31
leaf_value=-1.141088137263155e-05 1.7414912409466607e-05 -1.0708954778237967e-05 -1.8822608944901733e-05 1.5135118332127053e-05 -7.9840185208013291e-06 1.5986339255286348e-05 4.531352108945915e-07 -3.0971592527099087e-05 -1.8909714816572888e-05 -6.6055811372507379e-05 6.9462301617022611e-05 1.6243072212257011e-05 -5.3773964300133093e-08 2.0845047376407254e-07 1.7646767664700748e-05 -4.391357768564257e-06 3.2095760405119964e-05 -2.1504872466948655e-05 1.5690226773585892e-05 -3.9190144632812009e-05 1.4055042932644332e-05 1.4594392732290325e-05 -2.4166764226472218e-05 -1.1402252353450009e-05 1.6989611951127395e-05 -1.4498484126996683e-05 -3.2966948014212039e-06 1.4277652515678106e-05 -1.2060822793305957e-06 1.5002455507956691e-05
leaf_weight=21 22 20 20 33 20 27 27 21 32 20 20 22 51 2251 20 23 31 32 20 25 21 29 22 22 24 29 115 24 56 21
leaf_count=21 22 20 20 33 20 27 27 21 32 20 20 22 51 2251 20 23 31 32 20 25 21 29 22 22 24 29 115 24 56 21
internal_value=0 7.72922e-08 1.47333e-07 2.31056e-08 6.41092e-06 -8.9558e-08 -1.60932e-06 -1.32952e-05 -7.8322e-07 -2.35742e-07 6.29727e-06 -2.14441e-06 -3.49575e-06 3.95458e-07 4.64221e-07 -2.66951e-07 -1.07771e-06 7.47726e-07 -1.12787e-05 -2.25157e-05 -2.03677e-06 -7.15358e-08 -1.54831e-06 1.58926e-06 5.40011e-06 -2.77554e-06 -6.64809e-06 1.30553e-06 -1.63156e-06 3.21443e-06
internal_weight=0 3100 3080 3058 53 3005 727 48 679 659 149 510 129 2278 490 470 448 380 68 48 349 317 288 97 75 267 137 130 106 77
internal_count=3121 3100 3080 3058 53 3005 727 48 679 659 149 510 129 2278 490 470 448 380 68 48 349 317 288 97 75 267 137 130 106 77
is_linear=0
shrinkage=0.1


Tree=5205
num_leaves=31
num_cat=0
split_feature=1212 401 132 15 132 401 1209 43 1186 1213 1210 1212 2 12 2 1212 1209 16 390 133 403 2 403 2 403 4 40 10 16 13
split_gain=2.59898e-07 2.70709e-07 2.9381e-07 1.17533e-06 9.5231e-07 3.64938e-07 4.83349e-07 3.50486e-07 1.05958e-06 2.69739e-07 2.19405e-06 2.17406e-06 2.03632e-06 2.5255e-06 2.44328e-06 8.27015e-07 5.75134e-07 5.15977e-07 2.91812e-07 2.99361e-07 4.99152e-07 3.92483e-07 3.16992e-07 7.30332e-07 7.01347e-07 1.91766e-06 3.90517e-07 5.12385e-07 2.50279e-06 3.22911e-06
threshold=0.16029000000000002 0.13699500000000003 -0.083174999999999985 0.092400000000000024 -0.050879999999999988 0.11769000000000002 -0.093169999999999989 -0.011694999999999999 1.0000000180025095e-35 -0.085284999999999986 -0.089089999999999989 -0.087464999999999987 0.084715000000000013 0.085565000000000016 0.083715000000000026 -0.040879999999999993 -0.083969999999999989 -0.085589999999999986 0.087590000000000015 -0.50375999999999987 0.10584500000000001 0.091265000000000013 0.090990000000000015 0.084885000000000002 0.022375000000000003 -0.064054999999999987 -0.24452499999999996 -0.011559999999999999 -0.056919999999999991 -0.076384999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 6 -6 -1 -9 10 -8 -11 14 -14 15 -12 -13 -15 19 21 22 -18 24 -24 26 -26 -21 28 29 -28
right_child=-2 -3 4 -5 5 -7 9 8 -10 11 12 16 13 17 -16 -17 18 -19 -20 20 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=7.5579535979685674e-06 1.1362940458639059e-05 -9.8614671709843358e-06 1.8976954716318117e-05 -2.5442137083783481e-05 -1.5517298252234468e-05 9.713494786503876e-06 3.5051198907467557e-05 -6.3141304544975354e-09 -2.4646405167914052e-05 -2.7408364214101436e-05 -1.0943576692695319e-05 1.5868769222161853e-05 3.9690392755305351e-05 -7.9931108784341413e-06 -3.5482427873440817e-05 1.4798850971449915e-05 1.7046750326699111e-05 9.3037122080984004e-06 9.7877093260952595e-06 1.3577748835641181e-05 -1.5629925885496916e-05 -2.1075274707982321e-06 2.1558215683564249e-05 -9.3306741962892597e-07 -2.5640618285904518e-05 4.0758341314432653e-06 -3.9832477392449118e-06 2.0323424093854144e-07 1.6031491108847717e-05 -5.1665080782186131e-05
leaf_weight=38 20 28 27 22 20 39 20 137 20 29 26 23 22 34 28 24 23 35 30 21 21 20 22 42 39 49 49 2161 32 20
leaf_count=38 20 28 27 22 20 39 20 137 20 29 26 23 22 34 28 24 23 35 30 21 21 20 22 42 39 49 49 2161 32 20
internal_value=0 -7.32775e-08 1.59088e-08 -3.53142e-06 2.85436e-07 1.07044e-07 -2.72396e-08 -1.05944e-06 -3.14518e-06 8.4602e-08 3.73126e-06 -1.82433e-07 2.47589e-08 1.01874e-05 -1.18316e-05 1.41279e-06 1.26952e-07 7.8064e-07 -1.62119e-08 -1.33906e-07 -2.78728e-07 8.13778e-06 -1.46336e-07 6.79831e-06 -3.33791e-07 -9.09396e-06 3.87599e-09 -1.22141e-07 -7.08389e-06 -1.78041e-05
internal_weight=0 3101 3073 217 2856 2829 2790 195 157 2770 189 2581 169 91 78 50 2552 69 2529 2499 2456 43 2435 64 2371 88 2283 2262 101 69
internal_count=3121 3101 3073 217 2856 2829 2790 195 157 2770 189 2581 169 91 78 50 2552 69 2529 2499 2456 43 2435 64 2371 88 2283 2262 101 69
is_linear=0
shrinkage=0.1


Tree=5206
num_leaves=31
num_cat=0
split_feature=11 472 1429 1425 52 2 13 481 13 481 133 1456 1456 403 1456 52 1454 472 1455 2 1210 2 132 12 1204 1210 484 1209 1209 0
split_gain=2.39955e-07 2.19527e-07 5.50701e-07 2.78448e-07 2.64291e-07 7.53508e-07 5.74156e-07 2.51813e-07 1.20733e-06 5.80712e-07 2.54443e-06 3.08376e-07 1.78697e-06 9.69594e-07 5.04397e-07 5.28689e-07 7.30848e-07 3.746e-07 3.91945e-07 4.43627e-07 3.75701e-06 1.7534e-06 1.40383e-06 7.89652e-06 4.39136e-06 1.15482e-06 9.8512e-07 9.36039e-07 1.5418e-06 9.01189e-07
threshold=-0.072629999999999986 -0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.55692499999999978 0.09580000000000001 0.090705000000000008 -0.15265499999999996 -0.080344999999999986 -0.086484999999999992 0.048520000000000008 0.085790000000000019 0.088395000000000015 -0.55327499999999985 0.092265000000000014 -0.034054999999999995 0.083800000000000013 -0.082054999999999975 -0.14432499999999995 0.084755000000000011 -0.14175499999999996 0.084985000000000019 -0.083284999999999984 0.091545000000000015 -0.081079999999999985 -0.08126499999999999 -0.011244999999999998 -0.085894999999999985 -0.069599999999999981 -0.084889999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 8 -6 10 -9 13 -13 -11 -14 -16 -17 -15 -19 20 -20 -21 23 29 -24 -26 -27 -23 -29 -22
right_child=1 2 3 -5 7 6 -8 9 -10 11 -12 12 14 17 15 16 -18 18 19 21 22 27 24 -25 25 26 -28 28 -30 -31
leaf_value=-1.0653427718699234e-05 -9.4547126082034093e-06 1.5562229153779893e-05 -6.3042305100680096e-06 -1.0931032224818965e-05 -2.5281802841163881e-05 2.7065487124673385e-05 3.1039417262945794e-06 -9.0614698759357762e-06 9.4648271624464555e-06 2.0563230725162177e-05 3.4622842997578117e-05 -2.8914527676533912e-05 1.386462652629669e-05 -1.0811186918147087e-05 6.7708225937427163e-06 -2.0589444955442529e-05 2.9005429933721854e-06 1.0024452067460889e-05 4.4589157378140958e-05 -2.3490800814376119e-05 4.3311089056634745e-06 -2.1050414811311798e-05 -4.0894237491346967e-05 6.7646815696207339e-05 -1.9831925381088065e-05 -8.6672082702479887e-06 2.8861763729422194e-06 2.6637417665499797e-05 -6.2890572326683172e-07 -2.2016444130540115e-05
leaf_weight=21 24 23 28 23 20 20 20 30 20 23 24 25 23 32 35 27 26 39 20 34 34 22 26 20 26 83 666 21 1665 21
leaf_count=21 24 23 28 23 20 20 20 30 20 23 24 25 23 32 35 27 26 39 20 34 34 22 26 20 26 83 666 21 1665 21
internal_value=0 7.21672e-08 1.46499e-07 3.03637e-08 1.13569e-07 6.2775e-06 1.50847e-05 -2.79393e-08 -7.90849e-06 7.99396e-08 1.03538e-05 -1.13501e-07 -4.76102e-06 1.17854e-07 6.78958e-07 -2.7673e-06 -9.06605e-06 -5.57313e-08 7.28359e-08 -7.4288e-08 1.73389e-06 -1.00433e-06 7.55461e-07 1.3838e-05 -4.69494e-07 8.8669e-07 1.60589e-06 -5.56705e-07 -2.8929e-07 -5.72887e-06
internal_weight=0 3100 3076 3053 3030 68 40 2962 40 2922 54 2868 136 2732 111 88 53 2709 2677 2638 896 1742 876 75 801 775 749 1708 1686 55
internal_count=3121 3100 3076 3053 3030 68 40 2962 40 2922 54 2868 136 2732 111 88 53 2709 2677 2638 896 1742 876 75 801 775 749 1708 1686 55
is_linear=0
shrinkage=0.1


Tree=5207
num_leaves=31
num_cat=0
split_feature=132 1203 394 12 132 12 1429 16 12 471 131 1 121 132 1427 132 132 0 1446 48 12 131 15 133 41 33 2 43 12 4
split_gain=2.36111e-07 1.02095e-06 8.78851e-07 3.38345e-07 2.91725e-07 4.45869e-07 2.15612e-07 3.82672e-07 3.40152e-06 4.76576e-07 3.17916e-07 2.90983e-07 7.67955e-07 2.81409e-07 2.4657e-07 2.33781e-07 7.99441e-07 9.81734e-07 7.49946e-07 5.11383e-07 6.75615e-07 1.23866e-06 8.30433e-07 3.08503e-07 3.32915e-07 1.07179e-06 8.24385e-07 3.30146e-07 1.4307e-06 7.52786e-07
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 0.11418000000000002 -0.43443999999999999 0.091200000000000017 0.12521000000000002 0.6352000000000001 0.090695000000000012 -0.081099999999999992 0.13612500000000002 0.16540500000000002 -0.094339999999999993 0.13831000000000002 0.094380000000000006 0.093160000000000007 0.090050000000000005 -0.081304999999999975 -0.073109999999999994 0.084170000000000009 0.086565000000000017 0.099565000000000015 0.085465000000000013 -0.50375999999999987 0.088180000000000008 -0.0066799999999999993 0.097070000000000004 0.084740000000000024 0.087005000000000013 0.15285000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -6 7 9 -9 -2 11 12 -11 14 15 16 18 -18 -14 20 21 -17 -22 -20 25 -25 -26 -27 -29 -30
right_child=2 -3 -4 -5 5 -7 -8 8 -10 10 -12 -13 13 -15 -16 19 17 -19 23 -21 22 -23 -24 24 26 27 -28 28 29 -31
leaf_value=-9.3274205384026892e-06 1.4510362175117379e-05 -2.4712056515454609e-05 2.0148292589345314e-05 -9.329819029237394e-06 -3.4574236239091207e-08 1.4346194065082173e-05 1.0432124188355374e-05 1.6172897257352554e-05 -3.3572963406590537e-05 -1.7960338398855433e-05 9.9663175184616651e-06 1.1395782208141597e-05 1.5724499207863117e-05 -1.1257013433020224e-05 9.9839079484809197e-06 2.1214494339005796e-05 1.7870942883746467e-06 -2.9170283492671196e-05 8.0201597688756005e-06 1.4637898904284694e-05 -2.0561254335916604e-05 -1.0041190138768539e-05 3.4474621680360815e-06 2.0417401930899361e-05 -2.3228828632411373e-05 -1.118107476530524e-07 4.4710849744495299e-06 -2.2569621141883547e-05 -4.0073449521774561e-06 1.6845445497892796e-05
leaf_weight=23 23 20 22 39 107 27 20 28 27 24 32 22 30 22 25 32 20 21 45 34 25 21 34 25 21 2202 22 35 70 23
leaf_count=23 23 20 22 39 107 27 20 28 27 24 32 22 30 22 25 32 20 21 45 34 25 21 34 25 21 2202 22 35 70 23
internal_value=0 -3.18975e-06 2.37176e-07 -9.93601e-07 1.07718e-06 2.86304e-06 8.52359e-08 1.29558e-08 -8.2478e-06 1.74758e-07 5.63674e-08 -5.88228e-08 -1.51097e-07 6.79788e-09 9.90898e-08 6.18739e-09 -2.19734e-07 -1.40691e-05 9.87577e-09 3.89637e-06 6.35546e-07 8.83017e-06 -6.72572e-06 -1.831e-07 -3.37039e-07 -1.77825e-07 -9.05678e-06 -3.98804e-07 -5.33598e-06 1.1498e-06
internal_weight=0 216 2905 196 157 134 2883 2863 55 2808 2785 2753 2731 2707 2685 2660 2514 41 2473 146 112 53 59 2443 2398 2355 43 2330 128 93
internal_count=3121 216 2905 196 157 134 2883 2863 55 2808 2785 2753 2731 2707 2685 2660 2514 41 2473 146 112 53 59 2443 2398 2355 43 2330 128 93
is_linear=0
shrinkage=0.1


Tree=5208
num_leaves=31
num_cat=0
split_feature=1212 401 132 15 132 1 0 16 16 401 401 401 391 129 128 1212 1212 16 1212 133 0 133 50 128 128 402 16 484 402 3
split_gain=2.03572e-07 2.30663e-07 2.50578e-07 9.80745e-07 8.2436e-07 4.2379e-07 7.88539e-07 3.27012e-07 4.72907e-07 3.11666e-07 5.05332e-07 3.78057e-07 9.12144e-07 4.81062e-07 4.84933e-07 3.87098e-07 1.8078e-06 1.64223e-06 4.19328e-07 3.35612e-07 1.4713e-06 1.20781e-06 9.1998e-07 4.08799e-07 5.48623e-07 5.04452e-07 2.10893e-06 3.37536e-06 3.6891e-07 3.35645e-07
threshold=0.16029000000000002 0.13699500000000003 -0.083174999999999985 0.092400000000000024 -0.050879999999999988 0.088135000000000005 -0.082284999999999983 -0.081299999999999983 -0.020119999999999996 0.11769000000000002 0.11336 0.10632500000000002 -0.088134999999999977 -0.075474999999999987 0.11876500000000001 -0.092474999999999988 -0.087464999999999987 -0.090344999999999995 -0.063924999999999996 0.51114000000000004 -0.072594999999999979 0.42433500000000007 0.091660000000000005 0.10828500000000001 0.104145 0.094750000000000015 -0.082404999999999992 -0.081614999999999979 0.088375000000000023 -0.094874999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 7 -7 -1 -9 10 11 12 -6 -14 15 17 -17 -15 -18 21 22 23 -21 24 25 28 -27 -28 29 -20
right_child=-2 -3 4 -5 9 6 -8 8 -10 -11 -12 -13 13 14 -16 16 18 -19 19 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-1.611845680759889e-06 1.0056531773443568e-05 -9.1000920812283379e-06 1.7656964404590395e-05 -2.3273427588967687e-05 -2.131627932612901e-05 -2.1994696624005883e-05 3.3819284290075304e-06 2.0207088964525611e-05 7.3806998151277583e-08 8.9780596822901068e-06 -1.5477578232916824e-05 1.0420715568346037e-05 1.3655141110400739e-05 3.098612354733632e-05 1.5123762562195356e-05 -2.9527409164334782e-05 1.2328688468120095e-05 -5.1265429754173116e-06 2.3922968632998438e-06 -8.6511081058738967e-06 -3.005513129210158e-05 2.4480381894136373e-05 1.6952429233123955e-05 -1.4432274056161987e-05 1.5643290940013024e-05 -3.3626778422726403e-05 -2.8094977579198515e-05 2.0688261301492694e-05 9.8245443855136587e-06 -6.9198282527242661e-07
leaf_weight=98 20 28 27 22 20 24 25 20 28 39 21 35 26 20 21 21 27 34 435 36 20 20 23 20 22 23 23 37 38 1868
leaf_count=98 20 28 27 22 20 24 25 20 28 39 21 35 26 20 21 21 27 34 435 36 20 20 23 20 22 23 23 37 38 1868
internal_value=0 -6.48467e-08 1.7479e-08 -3.25849e-06 2.66388e-07 -1.00039e-06 -9.04744e-06 1.70033e-06 8.46267e-06 1.00413e-07 -2.36835e-08 9.35183e-08 -3.86879e-08 1.18111e-07 -1.28277e-08 -1.32013e-07 -3.05205e-07 8.24852e-06 -6.84507e-08 -1.98947e-07 -6.61565e-06 4.96289e-09 1.32993e-06 -1.9354e-07 -7.71155e-08 -2.19792e-07 -7.88114e-06 1.98802e-06 5.18402e-08 -1.09412e-07
internal_weight=0 3101 3073 217 2856 195 49 146 48 2829 2790 2769 2734 2714 2688 2667 2613 54 2592 2565 79 2486 59 2466 2446 2424 83 60 2341 2303
internal_count=3121 3101 3073 217 2856 195 49 146 48 2829 2790 2769 2734 2714 2688 2667 2613 54 2592 2565 79 2486 59 2466 2446 2424 83 60 2341 2303
is_linear=0
shrinkage=0.1


Tree=5209
num_leaves=31
num_cat=0
split_feature=132 1186 1185 15 1204 399 0 12 3 15 1209 43 1209 42 401 0 133 3 133 1208 1212 12 1213 1176 402 1213 403 403 1212 402
split_gain=2.19687e-07 6.23341e-06 3.69426e-06 7.08957e-07 3.12172e-07 2.82717e-07 2.26438e-07 4.67973e-07 3.38316e-07 6.37531e-07 2.10404e-07 1.50635e-06 3.90222e-07 1.21322e-06 2.45368e-07 1.02547e-06 9.55424e-07 6.41583e-07 3.58238e-07 2.42054e-07 2.13389e-07 1.10178e-06 3.34373e-07 4.76314e-07 3.05642e-07 3.32099e-06 1.90149e-06 7.53859e-07 4.86804e-07 1.82946e-06
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 -0.081664999999999988 -0.080734999999999987 -0.09515499999999999 0.11418000000000002 -0.080104999999999996 0.084905000000000022 -0.087714999999999987 -0.0047449999999999992 -0.065739999999999979 0.092145000000000019 -0.078179999999999986 -0.071719999999999992 0.51114000000000004 -0.078084999999999988 0.41892500000000005 0.11332500000000002 0.11660500000000001 0.09364500000000002 0.12955000000000003 0.087330000000000019 0.11174500000000002 -0.083944999999999978 0.31372000000000005 -0.52641999999999989 -0.08867499999999999 -0.095989999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 5 -4 -1 8 9 -8 11 -6 13 -12 15 17 18 -14 19 20 22 -22 23 24 27 26 -26 -16 -29 -30
right_child=2 -3 4 -5 10 -7 7 -9 -10 -11 12 -13 14 -15 16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=6.5167753626538842e-06 -4.1052987746132369e-05 5.3539101926699838e-05 -2.6480581502916966e-07 -1.83189790986944e-05 -7.7602919543184533e-06 1.513795010798556e-05 2.7201270679455548e-06 -1.4273275463403061e-05 1.1430197090426784e-05 -1.7359728233367649e-05 6.6501628601184608e-06 2.6927275830314015e-05 8.5169071813392547e-06 -2.6197158058494099e-05 1.3889455518577823e-05 2.3227614956735836e-05 -1.7926165669829669e-05 -1.3298204796158715e-05 1.335377834038809e-05 -1.103994141885778e-05 -7.8069913702923557e-06 2.3557521386205089e-05 -1.098464213425489e-05 1.5374759177575472e-05 3.2041191670508682e-05 -3.2508396220838489e-05 -4.8126781437184988e-06 1.0541814705382943e-05 -2.8384119302601274e-05 -4.0158832444937323e-08
leaf_weight=38 22 22 22 25 31 26 64 26 23 21 23 21 28 22 39 23 30 26 20 20 24 21 28 20 21 31 42 42 23 2297
leaf_count=38 22 22 22 25 31 26 64 26 23 21 23 21 28 22 39 23 30 26 20 20 24 21 28 20 21 31 42 42 23 2297
internal_value=0 3.05409e-06 -2.30474e-07 -2.58383e-06 8.13649e-08 8.07835e-06 -2.9674e-07 -2.22893e-06 6.70633e-07 -2.24078e-06 -5.41773e-08 6.24815e-06 -1.72062e-07 -9.40853e-06 -2.00914e-08 5.54487e-06 -1.81304e-07 -1.98667e-06 2.12632e-08 -8.098e-08 3.7106e-09 6.82978e-06 -1.17081e-07 3.90968e-09 -1.19304e-07 -5.71306e-06 7.47195e-06 9.9694e-08 -1.27995e-07 -3.21155e-07
internal_weight=0 219 2902 197 2880 48 172 134 108 85 2832 52 2780 45 2735 77 2658 54 2628 2608 2588 45 2543 2515 2495 94 63 2401 2362 2320
internal_count=3121 219 2902 197 2880 48 172 134 108 85 2832 52 2780 45 2735 77 2658 54 2628 2608 2588 45 2543 2515 2495 94 63 2401 2362 2320
is_linear=0
shrinkage=0.1


Tree=5210
num_leaves=31
num_cat=0
split_feature=40 130 40 1428 1428 1446 1446 1443 1443 481 160 481 52 12 142 11 16 3 1 1428 1429 475 147 147 483 160 3 12 484 1374
split_gain=1.96747e-07 5.90803e-07 4.28428e-07 1.97202e-07 2.87233e-07 2.11674e-07 2.42205e-07 2.6109e-07 3.95668e-07 3.07549e-07 1.31078e-06 7.21208e-07 5.1858e-07 2.92931e-07 6.90685e-07 7.95652e-07 4.21956e-07 2.68058e-07 9.24399e-07 6.51432e-07 6.06122e-07 1.67245e-06 5.36988e-07 7.4413e-07 4.06273e-07 3.65116e-07 1.52201e-06 9.42983e-07 9.60118e-07 4.64139e-07
threshold=-0.24620999999999996 -0.22699999999999995 -0.15322999999999998 0.11170000000000001 0.096340000000000023 0.11655500000000001 0.10734500000000001 0.088675000000000018 1.0000000180025095e-35 -0.087424999999999989 -0.014214999999999998 -0.085894999999999985 -0.034054999999999995 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 -0.0073349999999999986 -0.24210499999999999 0.10337500000000001 -0.071779999999999997 -0.060529999999999994 -0.011519999999999997 0.099730000000000027 0.093875000000000014 -0.30192499999999994 0.10908000000000002 0.088060000000000013 0.090695000000000012 -1.0000000180025095e-35 0.10883500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 9 10 -4 -11 -12 14 -13 -16 -15 18 -17 -19 21 -21 23 24 -22 29 27 28 -27 -26
right_child=1 2 3 -5 -6 -7 -8 -9 -10 11 12 13 -14 16 15 17 -18 19 -20 20 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=9.8865031532113796e-06 -1.6392937455252238e-05 1.4287433541106847e-05 -2.0360155844577499e-05 9.8524378972797433e-06 -1.0191550343360437e-05 -7.6382271446264996e-06 8.2286356852515993e-06 -1.0636520607437454e-05 1.1118318218450442e-05 1.9034435252649475e-05 -4.3611904402496298e-06 1.7758400986167544e-05 1.7242560992940526e-05 -1.6005862225601623e-05 -1.8971961774447913e-05 1.9505755621399398e-05 3.1581177609041335e-06 -1.5187649335400369e-05 -7.550760916353244e-06 -1.0106989272819853e-05 1.0796771895162666e-05 2.6192937287608705e-05 1.4227907621926324e-05 -1.8962870956870792e-05 -1.0695979224785891e-07 -6.1875990338324166e-06 -3.001583170858101e-05 -1.6483938248884877e-05 2.3386734439713032e-05 1.5190929875643633e-05
leaf_weight=20 22 21 36 20 28 36 36 23 32 20 25 22 20 27 22 28 20 28 23 22 34 30 26 21 2373 21 21 21 23 20
leaf_count=20 22 21 36 20 28 36 36 23 32 20 25 22 20 27 22 28 20 28 23 22 34 30 26 21 2373 21 21 21 23 20
internal_value=0 -6.37663e-08 5.29085e-08 -4.48433e-08 -1.1e-07 -1.6218e-08 7.60457e-08 -2.38499e-08 5.98865e-08 -6.28572e-08 -6.13758e-06 1.12751e-07 5.24048e-06 -2.32788e-08 1.11237e-07 -3.18653e-08 -7.85098e-06 1.22978e-07 7.3038e-06 -1.57428e-08 1.46896e-07 1.08353e-05 -7.02114e-08 -2.16917e-07 -6.02653e-08 -2.09172e-07 -6.61093e-06 9.50656e-07 9.27171e-06 2.08955e-08
internal_weight=0 3101 3079 3058 3038 3010 2974 2938 2915 2883 81 2802 45 2782 2735 2713 47 2691 51 2640 2612 52 2560 2534 2513 2479 86 65 44 2393
internal_count=3121 3101 3079 3058 3038 3010 2974 2938 2915 2883 81 2802 45 2782 2735 2713 47 2691 51 2640 2612 52 2560 2534 2513 2479 86 65 44 2393
is_linear=0
shrinkage=0.1


Tree=5211
num_leaves=31
num_cat=0
split_feature=130 1 375 132 1203 393 50 51 51 16 403 51 13 0 1209 52 15 4 4 4 15 50 472 472 1208 0 1210 0 12 12
split_gain=2.14368e-07 3.75973e-07 2.05542e-07 2.13512e-07 5.66537e-06 3.1937e-06 9.39937e-07 2.36398e-07 1.15314e-06 3.63143e-06 7.61819e-07 2.12775e-06 7.54869e-07 9.16497e-07 6.79356e-07 6.51496e-07 1.34171e-06 4.76837e-07 9.33983e-07 7.84703e-07 8.44555e-07 8.18479e-07 3.87504e-07 4.22394e-07 3.70249e-07 1.10695e-06 5.94449e-07 2.61283e-06 3.31928e-06 5.73937e-06
threshold=-0.23123999999999997 0.16540500000000002 0.088915000000000008 -0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 0.094075000000000006 0.090230000000000019 -0.087659999999999988 -0.0031149999999999997 0.096505000000000021 0.10002500000000002 0.041630000000000007 0.12417500000000002 -0.07278999999999998 -0.074054999999999996 -0.073934999999999987 -0.010655 0.0033150000000000007 -0.11033999999999998 0.11413000000000002 -0.38234499999999999 -0.096814999999999998 0.092250000000000013 -0.070499999999999993 -0.064344999999999999 -0.086934999999999985 0.085565000000000016 0.087385000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 7 -2 8 14 -10 -9 -12 13 15 22 16 -13 -17 -19 21 -21 -20 -5 -24 26 -26 27 -25 -29 -30
right_child=1 -3 -4 5 -6 -7 -8 10 9 -11 11 12 -14 -15 -16 17 -18 18 19 20 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=9.6185473565761338e-06 1.4120515417573975e-07 -1.1820269335034769e-05 -9.5992492126904171e-06 -1.3918737058702393e-05 5.2463332470627705e-05 -3.9946904798853211e-05 -2.2770262987705791e-05 -1.4373370292256973e-05 9.37647321552504e-06 -4.7792478790142928e-05 3.3348262272541074e-05 2.7781824603432775e-05 1.7176157050308965e-05 -1.6841303495939114e-05 1.5609312114455472e-05 8.1900222041786909e-06 -5.3753544623601639e-06 -2.3910999570944116e-05 -3.4057206588701007e-06 2.2231329113862686e-06 -2.4306011391672657e-05 2.2491377619545624e-05 1.4178846137859918e-05 -2.373088748398637e-05 5.152426382227094e-06 -2.4701626218460583e-05 -2.6558941517111742e-07 -2.2002047149899664e-05 6.9172158526953359e-05 7.6848094858221531e-06
leaf_weight=23 171 27 22 20 21 20 20 24 25 20 23 26 28 29 28 42 23 20 26 28 21 23 21 23 27 23 2213 21 20 63
leaf_count=23 171 27 22 20 21 20 20 24 25 20 23 26 28 29 28 42 23 20 26 28 21 23 21 23 27 23 2213 21 20 63
internal_value=0 -7.14071e-08 3.1888e-08 1.01381e-07 3.1626e-06 -1.27374e-07 -2.2579e-06 1.55335e-07 -1.68544e-07 -1.60319e-05 2.74637e-06 4.16808e-06 1.64498e-06 -1.82219e-07 1.21758e-07 2.12933e-06 1.22183e-05 -9.60404e-07 -4.21734e-06 -1.9822e-07 -9.1465e-06 8.75006e-06 -5.66259e-08 5.83647e-08 -6.57065e-08 -8.58044e-06 1.16232e-07 6.76955e-06 1.35148e-05 2.2501e-05
internal_weight=0 3098 3071 3049 212 2837 191 2817 2504 45 313 289 266 238 2459 209 49 160 118 98 49 49 2431 2411 2390 50 2340 127 104 83
internal_count=3121 3098 3071 3049 212 2837 191 2817 2504 45 313 289 266 238 2459 209 49 160 118 98 49 49 2431 2411 2390 50 2340 127 104 83
is_linear=0
shrinkage=0.1


Tree=5212
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1429 47 10 33 47 44 47 1366 484 3 2 4 1 47 2 1 121 49 42 484 49 2 3 12 49
split_gain=2.14447e-07 1.3541e-06 8.41387e-07 2.15845e-07 7.31501e-07 2.92172e-07 2.23264e-07 2.19049e-06 1.5941e-06 9.18991e-07 5.17239e-07 1.36527e-06 4.11475e-07 3.29297e-07 5.08125e-07 7.11051e-07 8.02735e-07 5.25805e-07 4.34546e-07 4.65144e-07 2.92988e-07 6.40426e-07 2.6101e-07 1.05233e-06 4.11876e-06 2.1068e-06 1.63016e-06 1.52567e-06 6.54744e-07 5.59792e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.097970000000000015 0.099360000000000018 0.10254000000000001 -0.082814999999999986 -0.078424999999999981 -0.07793499999999999 0.089605000000000018 -0.0092149999999999992 0.10727500000000002 0.12119500000000001 0.11548000000000001 0.16540500000000002 -0.094339999999999993 0.10440000000000001 0.083715000000000026 0.086135000000000017 0.11475 0.09580000000000001 -0.076969999999999997 0.089625000000000024 0.10000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 8 -8 -7 -9 11 -11 -10 -13 15 16 -15 -16 -19 -20 21 -14 29 26 25 -25 -24 -27 -28 -23
right_child=1 3 -4 4 -6 6 7 9 12 10 -12 13 20 14 17 -17 -18 18 19 -21 -22 22 23 24 -26 27 28 -29 -30 -31
leaf_value=-6.5660977700588909e-07 2.5530379934934901e-05 -1.0307651755283587e-05 -1.9200225356793714e-05 -1.0369970813270711e-05 1.917478932227823e-05 -2.3135320843721275e-05 3.463995910578888e-05 -1.8333573958292015e-05 1.2568862775179485e-05 2.5194991275594269e-05 -1.1799120621465893e-05 -8.4640510237932183e-06 -1.756423421500672e-05 2.4602985308774808e-06 -1.467666346070473e-05 -2.9469309447449631e-06 2.985341241128481e-05 1.277848824611283e-05 -1.4013233191111465e-05 6.550285913611085e-06 1.1976687037531519e-05 1.1592048627276003e-07 -3.4592162631705164e-05 -3.0884334315487651e-05 4.3942940299075419e-05 2.6219057658636303e-05 -1.1586959646748304e-05 -7.6077751305092536e-06 9.5106926513229457e-06 1.5797853595121644e-05
leaf_weight=194 21 20 28 27 20 30 20 24 26 26 24 32 21 20 25 30 23 25 22 22 20 2208 23 25 20 20 38 40 24 23
leaf_count=194 21 20 28 27 20 30 20 24 26 26 24 32 21 20 25 30 23 25 22 22 20 2208 23 25 20 20 38 40 24 23
internal_value=0 2.29384e-07 -2.99544e-06 4.47697e-08 1.17215e-07 -1.70879e-08 8.23528e-08 2.69496e-06 -2.21655e-07 3.54662e-07 2.15594e-06 3.64448e-06 5.46348e-08 8.28833e-07 2.6095e-06 8.86886e-06 1.71124e-05 -2.25148e-06 2.2504e-06 -3.73147e-06 -7.7522e-08 -1.76246e-07 -2.54209e-08 -3.58341e-06 3.11258e-06 -6.49457e-06 -1.18549e-05 3.66784e-06 -3.42013e-06 2.7759e-07
internal_weight=0 2899 222 2878 2858 2838 2811 293 2518 273 249 225 2488 199 167 73 43 94 69 44 2462 2442 2421 190 105 85 85 60 62 2231
internal_count=3121 2899 222 2878 2858 2838 2811 293 2518 273 249 225 2488 199 167 73 43 94 69 44 2462 2442 2421 190 105 85 85 60 62 2231
is_linear=0
shrinkage=0.1


Tree=5213
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1210 42 403 401 1212 1212 1212 1212 1210 1213 133 16 403 1452 50 132 1204 50 2 4 403 50 13 50 1447 3 402
split_gain=2.04759e-07 2.89097e-07 4.00878e-07 2.74407e-07 1.689e-06 3.11276e-07 6.92873e-07 3.02621e-07 1.20933e-06 1.6736e-06 4.30661e-07 4.05898e-07 3.1542e-07 6.24739e-07 8.44575e-07 8.73371e-07 5.90363e-07 3.11655e-07 2.69411e-06 6.12808e-06 6.88829e-07 3.28349e-06 2.82152e-06 1.40827e-06 9.16174e-07 1.37442e-06 7.18002e-07 6.08359e-07 2.96936e-06 1.51047e-06
threshold=0.12461500000000002 0.10837500000000001 0.098655000000000007 -0.13847499999999999 0.094935000000000005 0.62200000000000011 0.13522500000000001 -0.14780999999999997 -0.092474999999999988 -0.087464999999999987 -0.069964999999999986 -0.089089999999999989 -0.087049999999999975 -0.011534999999999998 -0.079734999999999986 0.064330000000000012 -0.079694999999999988 0.041865000000000006 -0.083284999999999984 -0.077669999999999989 0.091320000000000012 0.082850000000000021 -0.083439999999999986 -0.072624999999999981 0.096900000000000014 -0.083254999999999982 0.10030500000000002 -0.085684999999999997 -0.085784999999999986 0.10645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5 -9 -10 -11 -12 13 14 15 -13 -14 27 -19 -20 21 22 -21 -22 25 -25 -26 28 -18 -29
right_child=-2 -3 -4 5 -6 -7 -8 8 9 10 11 12 16 -15 -16 -17 17 18 19 20 23 -23 -24 24 26 -27 -28 29 -30 -31
leaf_value=-8.2696499345859457e-06 -1.0085817411891186e-05 1.1234744081024395e-05 -1.2892034957682578e-05 -7.7001677459966408e-06 2.9779232427245006e-05 -1.0531533715558388e-05 1.8611845243867721e-05 2.1969316207105295e-05 -2.5880873444833699e-05 1.4373420812522194e-05 -1.3851125077919627e-05 -3.8685946429754477e-06 -1.7219318960997041e-05 1.687916461571259e-05 -1.7166953020932852e-05 2.3294761879242289e-05 3.9997584367700344e-05 2.9432308051849866e-05 -5.2528218154856446e-05 -2.5877408289978544e-05 2.1150059001229238e-05 4.1943714290937353e-05 2.1670785599781084e-05 -3.0394722789613599e-05 1.8560989155957943e-05 5.1000720941374314e-06 -1.5526054615596272e-07 -4.4834431056146481e-07 -5.541842911043205e-06 -2.1109763582040212e-05
leaf_weight=28 20 23 24 51 20 28 20 25 25 21 21 29 20 33 20 20 21 34 21 26 32 24 24 24 22 20 300 2064 45 36
leaf_count=28 20 23 24 51 20 28 20 25 25 21 21 29 20 33 20 20 21 34 21 26 32 24 24 24 22 20 300 2064 45 36
internal_value=0 6.50466e-08 -1.84177e-08 8.27502e-08 7.58405e-06 -3.7031e-08 6.16413e-08 -6.37827e-08 7.0189e-08 -1.19776e-07 1.05645e-07 -4.79243e-12 1.03325e-07 5.56254e-06 1.50245e-07 7.21849e-06 -1.01924e-07 2.52013e-08 2.20614e-06 3.28471e-07 2.68015e-06 1.15397e-05 -3.05428e-06 1.0329e-06 -7.25979e-07 -1.42607e-05 1.12349e-06 -5.05433e-07 8.94797e-06 -8.0254e-07
internal_weight=0 3101 3078 3054 48 3006 2978 2958 2907 2882 2857 2836 2815 102 69 49 2713 2693 527 493 472 74 50 398 366 44 322 2166 66 2100
internal_count=3121 3101 3078 3054 48 3006 2978 2958 2907 2882 2857 2836 2815 102 69 49 2713 2693 527 493 472 74 50 398 366 44 322 2166 66 2100
is_linear=0
shrinkage=0.1


Tree=5214
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1204 12 483 0 12 4 4 15 160 483 159 483 49 154 474 157 51 51 16 4 4 0 16 0 2 2 15
split_gain=2.16868e-07 1.13759e-06 6.98328e-07 2.68697e-07 2.05632e-07 1.92766e-07 1.21958e-06 1.09509e-06 6.73134e-07 4.51949e-07 5.26712e-07 4.67049e-07 4.03384e-07 3.4587e-07 2.98622e-07 2.83041e-07 2.79294e-07 3.98381e-07 5.58615e-07 3.0236e-07 7.80178e-07 2.62801e-06 7.19492e-07 1.55581e-06 1.06503e-06 3.36649e-06 2.21921e-06 8.74215e-07 1.17189e-06 8.50601e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.081664999999999988 0.089410000000000003 0.098395000000000024 -0.061629999999999997 0.23631000000000002 0.63113500000000011 -0.069389999999999993 -0.066844999999999988 -0.063384999999999983 0.095250000000000015 -0.071469999999999992 0.093265000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 -0.26322499999999993 0.23903500000000003 0.094075000000000006 0.090230000000000019 -0.087659999999999988 0.033845000000000007 0.0045450000000000013 -0.083804999999999977 -0.082179999999999989 -0.090644999999999989 0.09358000000000001 0.086885000000000004 0.093575000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 7 9 8 12 -7 11 13 14 -11 16 -12 17 -5 19 20 -19 -22 23 24 26 -26 27 28 -21 -27
right_child=1 3 -4 5 -6 6 -8 -9 -10 10 15 -13 -14 -15 -16 -17 -18 18 -20 22 21 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-8.8155851571660695e-07 2.3420831270673911e-05 1.3555875775637105e-06 -1.7775321871990207e-05 -1.155835676810614e-05 1.4611605125868335e-05 1.1677582733682357e-05 2.5174891387988199e-05 -2.3576268045530927e-05 1.7744087727762583e-05 4.3958329375267823e-06 -3.4566451085993324e-06 1.2014579728013909e-05 -1.2169547933029078e-05 -1.3979010414004733e-05 1.1774169087446008e-05 -2.0078980535994823e-05 1.1572350003916654e-05 -4.1662406022205698e-07 1.4429424992648329e-05 -4.1983949176938043e-06 8.3304781146580346e-06 -3.9655315696931906e-05 -1.1496626590204899e-05 2.7793001677659608e-05 4.0663801097252879e-05 4.8005427297303198e-06 -3.3229545205477224e-05 -1.4612771419706407e-05 2.7845356747829576e-05 -1.6760649024642286e-05
leaf_weight=194 21 25 28 31 22 26 22 20 21 21 20 29 28 20 21 21 20 2187 26 25 25 21 31 26 25 77 23 20 21 24
leaf_count=194 21 25 28 31 22 26 22 20 21 21 20 29 28 20 21 21 20 2187 26 25 25 21 31 26 25 77 23 20 21 24
internal_value=0 2.30676e-07 -3.0123e-06 6.14635e-08 7.56053e-06 -6.30353e-08 3.31968e-06 -2.64327e-07 -8.85203e-08 -1.89922e-07 -2.9697e-06 2.30222e-06 -2.30856e-07 -4.56751e-06 -1.02434e-07 -1.19705e-05 -1.99029e-07 -2.90921e-07 -1.52916e-07 -3.04269e-07 -6.8771e-07 -1.35761e-05 2.84361e-06 4.6882e-06 1.89413e-06 7.80937e-06 -6.48025e-06 2.84147e-06 1.04303e-05 -3.22909e-07
internal_weight=0 2899 222 2878 47 2831 159 2672 2652 137 111 70 2631 41 2603 41 2582 2562 2531 2505 2233 46 272 241 215 126 89 66 46 101
internal_count=3121 2899 222 2878 47 2831 159 2672 2652 137 111 70 2631 41 2603 41 2582 2562 2531 2505 2233 46 272 241 215 126 89 66 46 101
is_linear=0
shrinkage=0.1


Tree=5215
num_leaves=31
num_cat=0
split_feature=40 130 42 132 1203 393 1 15 0 130 52 3 1213 104 34 1 9 10 9 97 45 1 1 1 12 1 1 1374 150 43
split_gain=2.35912e-07 5.42387e-07 4.03101e-07 2.13621e-07 1.02236e-06 9.44259e-07 2.91243e-07 4.23068e-07 3.02494e-07 5.19437e-07 3.32861e-07 2.22686e-07 3.90173e-07 2.00171e-07 3.89875e-07 1.55058e-06 9.41425e-07 1.55612e-06 5.31232e-07 3.15715e-07 2.67758e-07 2.22964e-07 1.56348e-06 1.34591e-06 1.828e-06 1.29647e-06 2.25595e-06 8.68719e-07 9.2395e-07 2.99375e-06
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083449999999999983 0.089480000000000018 0.12679500000000002 0.084785000000000013 -0.083359999999999976 -0.073309999999999986 0.115025 0.088555000000000009 -0.08824499999999999 0.085835000000000009 0.088500000000000009 -0.057544999999999992 0.10205500000000002 0.091600000000000015 0.09820000000000001 0.082870000000000013 -0.063039999999999985 0.094030000000000016 0.096255000000000021 0.097525000000000014 0.094090000000000021 0.095175000000000023 0.093400000000000025 0.092390000000000014 0.089635000000000006 0.10699000000000002 -0.081674999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 13 8 -8 9 10 11 -3 -13 14 15 -5 18 -18 20 -17 21 23 -23 25 -25 26 27 28 -16 -30
right_child=1 2 -4 5 -6 -7 7 -9 -10 -11 -12 12 -14 -15 16 19 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=1.0825910176208709e-05 -1.5715602115630065e-05 6.8726412791875191e-06 1.2951252405931278e-05 2.8289016226305347e-05 -2.4630612828104861e-05 2.08075893996548e-05 7.7853077912620324e-07 -1.8304962612178532e-05 1.2106987798109582e-05 -1.4561488852781292e-05 1.3945793107268402e-05 2.6647450046285114e-06 -1.4426429006355401e-05 -9.0841070210956342e-06 3.5413272523720511e-07 3.3091852546986934e-06 -3.4310823308000444e-05 3.3399987051265985e-06 1.5960092215599224e-05 -1.2015998388505977e-05 -8.6963742614898374e-06 2.1679768385208288e-05 5.0724090967279567e-07 -3.0389760029399493e-05 5.2311230610939676e-06 2.3637861862801441e-05 -2.5399749607341198e-05 1.6826839008342264e-05 8.7290338122388252e-06 -3.6817919123711402e-05
leaf_weight=20 22 28 24 24 20 22 26 21 22 22 20 34 22 24 1758 41 21 23 21 20 35 37 608 34 25 23 35 31 31 27
leaf_count=20 22 28 24 24 20 22 26 21 22 22 20 34 22 24 1758 41 21 23 21 20 35 37 608 34 25 23 35 31 31 27
internal_value=0 -6.98229e-08 4.19689e-08 -5.94461e-08 -3.09862e-06 1.70632e-07 -8.90214e-07 -7.74814e-06 1.28764e-06 -6.01453e-07 2.35163e-06 -4.08883e-07 -4.04964e-06 9.52068e-09 8.76334e-08 6.75639e-06 -1.21611e-07 -1.46297e-05 1.17922e-07 -1.71547e-06 -7.90461e-09 1.08652e-07 1.72179e-06 -4.2112e-07 -1.52962e-05 3.95765e-08 -2.48819e-07 2.27782e-07 -5.55718e-08 -1.24739e-05
internal_weight=0 3101 3079 3055 215 2840 195 47 148 126 104 84 56 2818 2794 85 2709 44 2665 61 2644 2609 645 1964 59 1905 1882 1847 1816 58
internal_count=3121 3101 3079 3055 215 2840 195 47 148 126 104 84 56 2818 2794 85 2709 44 2665 61 2644 2609 645 1964 59 1905 1882 1847 1816 58
is_linear=0
shrinkage=0.1


Tree=5216
num_leaves=31
num_cat=0
split_feature=130 1 9 10 43 2 12 131 131 13 15 15 480 481 43 128 42 13 3 42 1 1446 160 47 1447 1447 13 483 1447 0
split_gain=2.18853e-07 3.50981e-07 2.27847e-07 6.92023e-07 1.17356e-06 5.01711e-07 3.87397e-07 2.2846e-07 1.53049e-06 7.37419e-07 1.44005e-06 6.97201e-07 6.21807e-07 2.67219e-06 5.45626e-07 5.53254e-07 9.38983e-07 2.29816e-06 9.18934e-07 7.58979e-07 5.64163e-07 4.5182e-07 4.54631e-07 4.45182e-07 4.25369e-07 1.46515e-06 1.25834e-06 7.61356e-07 5.0018e-07 1.2347e-06
threshold=-0.23123999999999997 0.16540500000000002 0.092410000000000006 0.053330000000000009 -0.080419999999999978 -0.090999999999999984 -0.010834999999999999 0.090690000000000007 0.090175000000000019 -0.077944999999999987 -0.0072999999999999992 0.093575000000000019 0.11240000000000001 -0.00058999999999999992 -0.03898999999999999 0.088865000000000013 -0.088934999999999986 -0.0044799999999999987 -0.089519999999999988 0.094365000000000018 0.10254500000000001 0.11655500000000001 -0.55248999999999981 0.085505000000000012 -0.086424999999999988 -0.085754999999999984 -0.082199999999999981 0.087520000000000014 -0.082229999999999984 -0.086234999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -4 8 12 10 23 14 21 -14 15 16 17 -11 -18 20 -20 22 -7 -9 26 -26 27 -24 29 -27
right_child=1 -3 6 4 -6 7 -8 9 -10 11 -12 -13 13 -15 -16 -17 18 -19 19 -21 -22 -23 24 -25 25 28 -28 -29 -30 -31
leaf_value=9.7186572020291364e-06 1.366509887635335e-05 -1.14238102603984e-05 1.7059209884402146e-05 4.3508908220246665e-06 -2.9496094718221385e-05 -1.1034229001588278e-05 -9.0827269169884463e-07 -4.4083646714984512e-06 -2.7238833876080683e-05 -3.8345071614761159e-05 3.1195373184189634e-05 -1.2797514456284071e-05 3.8243930232511049e-05 -1.2830170425375053e-05 1.7611568332540631e-05 1.5298677400013813e-05 2.1029351679000843e-05 5.4171826405990947e-06 -5.6933025202202516e-08 1.3010950094432137e-05 -1.7655017745710212e-05 -1.2137418593738403e-05 -9.6541440121748518e-06 1.2773772410582753e-05 -2.5932390541460006e-05 2.6129424505597852e-05 2.8883376935482374e-05 1.4563173161669902e-05 -2.5766798276111976e-07 -1.7003111679514406e-06
leaf_weight=23 27 27 21 20 21 38 28 38 21 21 24 38 20 21 20 22 23 28 56 29 27 32 34 25 22 25 20 21 2305 44
leaf_count=23 27 27 21 20 21 38 28 38 21 21 24 38 20 21 20 22 23 28 56 29 27 32 34 25 22 25 20 21 2305 44
internal_value=0 -7.21558e-08 2.76471e-08 -8.20343e-08 -1.29854e-05 9.54353e-08 6.79208e-06 -2.85934e-08 -3.51529e-07 2.36628e-06 1.03508e-05 -2.64961e-07 -1.32849e-07 1.2084e-05 1.84228e-06 3.11284e-07 -1.48069e-06 -1.33381e-05 2.8231e-06 -9.1568e-07 -5.78161e-06 -3.29973e-07 -1.79379e-07 2.40994e-06 -1.24492e-08 -2.44581e-07 7.40338e-06 -4.07532e-07 -6.53024e-09 8.38293e-06
internal_weight=0 3098 3071 3022 41 2981 49 2954 2603 351 87 264 2582 41 226 206 184 49 135 112 83 2541 2509 63 2471 2396 75 55 2374 69
internal_count=3121 3098 3071 3022 41 2981 49 2954 2603 351 87 264 2582 41 226 206 184 49 135 112 83 2541 2509 63 2471 2396 75 55 2374 69
is_linear=0
shrinkage=0.1


Tree=5217
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 399 46 453 150 148 447 2 2 2 484 3 158 0 160 2 2 42 2 156 2 12 42 133 51 1453
split_gain=1.98994e-07 5.6837e-06 3.48846e-06 9.07698e-07 3.0917e-07 2.46269e-07 1.89547e-07 3.25811e-07 3.22648e-07 3.09099e-07 4.19276e-07 3.29667e-07 2.03919e-06 1.79391e-06 1.82429e-06 1.67213e-06 1.65815e-06 1.3499e-06 1.07623e-06 7.05319e-07 5.58212e-07 1.62531e-06 8.41154e-07 1.09428e-06 9.29499e-07 1.11308e-06 6.64479e-07 7.64982e-07 5.58615e-07 5.22435e-07
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.081664999999999988 -0.080734999999999987 0.10987500000000001 0.097350000000000006 -0.11226499999999999 -0.10069499999999999 0.094580000000000011 0.10613000000000002 0.10912000000000001 0.11018500000000002 0.10126500000000001 -0.012304999999999998 0.10654500000000001 -0.070889999999999995 0.087570000000000023 0.10527500000000002 0.11362000000000001 0.089015000000000025 0.11448000000000001 0.11582500000000001 0.11747 0.091545000000000015 0.10369500000000002 0.091580000000000009 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 7 8 -6 -10 11 19 15 -14 16 17 18 -13 20 29 21 28 -22 24 25 -24 27 -26 -15 -11
right_child=2 -3 4 -5 6 -7 -8 -9 9 10 -12 12 13 14 -16 -17 -18 -19 -20 -21 22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-3.1786874320583924e-07 -3.9888540300125896e-05 4.9934825635674588e-05 2.5531285659367725e-07 -2.2799477798116643e-05 9.6561011559970211e-06 1.463096145576296e-05 9.1947879995628185e-06 -1.1976766583519866e-05 9.4746033937553889e-06 4.5464218381421305e-07 -1.2221851594749125e-05 1.2797669920701085e-05 2.870660445123143e-05 -8.8364727465280641e-06 -2.9283384333211873e-05 -4.0590202049563891e-05 2.3342056305535092e-05 -1.9448104777020984e-05 1.6327563417917191e-05 1.6221515358795711e-05 1.7856641546710636e-05 1.2286389152818413e-05 -3.2144493614320407e-05 1.6171066215912136e-05 -1.5407357142140502e-06 -1.6885093828022947e-06 -1.0353451938359426e-05 1.5735149575066902e-05 -3.0582774139407708e-05 -1.1698210424684576e-05
leaf_weight=176 22 23 22 20 34 26 22 23 33 2032 29 20 21 21 22 22 29 37 32 28 22 21 24 29 148 24 65 31 27 36
leaf_count=176 22 23 22 20 34 26 22 23 33 2032 29 20 21 21 22 22 29 37 32 28 22 21 24 29 148 24 65 31 27 36
internal_value=0 2.9067e-06 -2.19353e-07 -2.61191e-06 8.36759e-08 8.04212e-06 -5.1213e-08 -1.23602e-07 -2.57822e-08 -1.45355e-07 -2.62068e-07 -1.33181e-07 -2.21057e-06 8.00786e-08 -1.13438e-06 -1.71723e-05 1.74876e-07 -8.1338e-06 -1.3383e-06 4.56536e-07 -2.7104e-06 -1.09172e-05 -1.05947e-06 -2.3559e-06 -4.19591e-06 -1.69165e-05 -1.6935e-06 1.45118e-06 -2.10688e-05 2.43084e-07
internal_weight=0 219 2902 196 2880 48 2832 2810 2787 2753 2720 2691 595 516 495 79 473 57 444 2096 412 69 343 321 292 48 244 179 48 2068
internal_count=3121 219 2902 196 2880 48 2832 2810 2787 2753 2720 2691 595 516 495 79 473 57 444 2096 412 69 343 321 292 48 244 179 48 2068
is_linear=0
shrinkage=0.1


Tree=5218
num_leaves=31
num_cat=0
split_feature=158 158 3 1 43 43 484 2 481 160 157 160 159 159 159 4 159 3 13 13 12 159 0 0 47 0 2 0 15 13
split_gain=1.981e-07 8.65796e-07 7.6829e-07 1.01756e-06 1.19953e-06 1.10121e-06 3.3188e-07 1.33332e-06 3.78042e-07 7.20202e-07 4.36075e-07 2.65991e-07 2.54973e-07 1.09852e-06 9.95624e-07 5.39155e-07 2.98719e-07 6.46487e-07 3.58522e-07 1.56972e-06 1.87374e-06 5.40267e-07 4.72987e-07 4.66296e-07 1.81379e-06 5.20287e-06 3.29459e-06 1.25976e-06 2.09153e-06 7.46688e-07
threshold=0.10737500000000001 0.10544500000000002 -0.049509999999999992 0.091615000000000016 -0.013024999999999998 -0.076124999999999984 -0.23687999999999995 0.089320000000000024 -0.16223499999999996 -0.55323499999999981 -0.52541999999999989 0.079055000000000014 0.10545500000000001 0.108225 0.10442500000000002 0.50996500000000011 0.097885000000000014 -0.088494999999999976 -0.40078499999999995 -0.16152999999999998 0.092655000000000015 0.091005000000000016 -0.10011499999999998 -0.10151999999999999 0.094160000000000008 -0.11756999999999999 1.0000000180025095e-35 -0.097274999999999986 -0.099734999999999976 -0.088319999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 11 7 -1 -8 -10 -11 -2 14 -14 16 -15 18 -18 -12 20 -20 23 -23 24 26 -26 -21 28 -25 -29
right_child=2 -3 -4 -5 -6 -7 8 -9 9 10 12 -13 13 15 -16 -17 17 -19 19 21 -22 22 -24 27 25 -27 -28 29 -30 -31
leaf_value=-9.8080257885158065e-06 2.366365295074502e-06 1.9513330509020625e-05 -1.8802267314404838e-05 1.4358993726740923e-05 -1.9167533532592456e-05 2.2529462220290953e-05 -1.2109581768107511e-05 2.2686412918509243e-05 1.7627536178975868e-05 -1.4163791774990386e-05 6.3367347365783647e-06 -1.3567884368306048e-05 -2.0675498045684732e-05 1.0528591303682333e-05 2.2387588251149283e-05 -6.4422725140152942e-06 5.1406818480851751e-06 -1.84495602577674e-05 -3.6847857874818148e-05 -3.8910492539798726e-05 4.2175048429271558e-06 5.7370184333108011e-07 -1.9783769863352064e-05 -3.7301375656776757e-05 1.2624776550532821e-06 6.1279009005374971e-05 2.9140883694833765e-06 5.8515561448096612e-06 -6.0238892894465774e-07 -3.9102263878186028e-07
leaf_weight=23 20 23 27 35 39 20 26 28 23 22 90 22 31 36 20 39 21 26 25 20 20 21 25 24 52 20 323 215 44 1761
leaf_count=23 20 23 27 35 39 20 26 28 23 22 90 22 31 36 20 39 21 26 25 20 20 21 25 24 52 20 323 215 44 1761
internal_value=0 1.87025e-07 -3.39391e-06 -3.34897e-07 -5.42684e-06 3.2165e-06 3.55748e-08 8.03206e-06 -1.05833e-07 3.36816e-09 -1.39615e-07 -5.98015e-06 -2.99338e-08 -4.84113e-06 1.58462e-07 1.70374e-06 -6.99505e-09 -7.90924e-06 1.33689e-07 -8.52422e-08 -1.85966e-05 2.47297e-07 -1.04901e-05 4.4816e-07 3.50426e-06 1.79337e-05 4.75337e-07 -1.72331e-07 -1.3555e-05 2.88205e-07
internal_weight=0 2958 163 136 101 62 2935 51 2884 2858 2835 42 2813 106 2707 75 2687 47 2640 2550 45 2505 46 2459 415 72 343 2044 68 1976
internal_count=3121 2958 163 136 101 62 2935 51 2884 2858 2835 42 2813 106 2707 75 2687 47 2640 2550 45 2505 46 2459 415 72 343 2044 68 1976
is_linear=0
shrinkage=0.1


Tree=5219
num_leaves=31
num_cat=0
split_feature=128 132 1 394 1203 0 130 0 3 128 15 480 52 52 12 15 158 147 147 447 482 484 13 42 4 483 4 4 1375 13
split_gain=1.95517e-07 3.25168e-07 6.61269e-06 2.90012e-06 1.61983e-06 2.87189e-07 3.48042e-07 2.80212e-07 7.05942e-07 2.62931e-07 2.32497e-07 1.1495e-06 9.56082e-07 6.32231e-07 5.75596e-07 3.27084e-07 3.39142e-07 3.00498e-07 4.9104e-07 6.05641e-07 3.7057e-07 1.2384e-06 1.51789e-06 8.92679e-07 7.45264e-07 7.0652e-07 3.7922e-07 3.21944e-06 1.84087e-06 1.03646e-06
threshold=0.10828500000000001 -0.083284999999999984 0.089475000000000013 0.10969000000000002 0.086700000000000013 -0.073309999999999986 0.10923000000000001 -0.073309999999999986 -0.080104999999999996 0.10551000000000001 0.12044500000000001 0.11747 0.17829500000000004 1.0000000180025095e-35 0.12069000000000002 0.11728000000000001 -0.47060499999999994 0.10735000000000001 0.095485000000000014 0.09227500000000001 0.080200000000000007 0.090535000000000018 -0.0075049999999999987 0.094165000000000013 -0.0070899999999999991 0.095980000000000024 -0.0092149999999999992 -0.0086549999999999978 -0.15308499999999997 -0.14179999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 5 6 -1 8 -2 10 11 15 13 14 -12 16 -3 18 19 20 26 22 24 25 -22 -23 28 -28 -18 -30
right_child=7 3 -4 -5 -6 -7 -8 -9 -10 -11 12 -13 -14 -15 -16 -17 17 -19 -20 -21 21 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=1.5353552142720089e-06 -1.0862802872679823e-05 -9.8567650430985469e-06 5.0042217669585996e-05 -3.6315144296333366e-05 -2.8529281263961988e-05 1.1081525558025037e-05 -1.0921385772486122e-05 -1.4836657167160455e-05 1.2105392464866822e-05 1.1281379535094382e-05 -3.4542984929246467e-06 -2.2403204986957186e-05 1.7227114019008766e-05 -1.725255204291898e-05 1.7157453444269778e-05 9.6523711908957916e-06 -2.7135133526220063e-05 -1.215696233430208e-05 1.2086107306137873e-05 -1.7344795669487211e-05 1.5328087612523142e-05 -7.3015456753016294e-06 3.6988626848142301e-05 -2.245610931367992e-05 -4.9274987705918171e-06 1.2525445680466874e-05 4.003415152034168e-05 4.4247419263557856e-07 -1.2351176971842755e-05 -9.8696574522287811e-08
leaf_weight=99 32 35 27 22 22 22 29 21 23 21 42 23 39 20 20 35 27 20 34 20 39 41 20 20 34 32 21 935 73 1273
leaf_count=99 32 35 27 22 22 22 29 21 23 21 42 23 39 20 20 35 27 20 34 20 39 41 20 20 34 32 21 935 73 1273
internal_value=0 1.25042e-07 4.03301e-06 -1.48214e-07 -3.18936e-06 5.27157e-07 -1.28688e-06 -5.00994e-06 -1.25792e-06 1.3354e-07 5.00203e-08 -1.43426e-07 4.33781e-06 -1.79247e-06 3.19465e-06 4.91183e-08 -7.89738e-08 5.32095e-08 1.48267e-07 -1.18457e-08 1.25991e-07 4.4213e-06 1.2581e-05 -3.7384e-06 5.89398e-06 1.38974e-06 -2.17044e-07 1.31217e-06 -1.28181e-06 -7.63207e-07
internal_weight=0 3045 199 2846 172 150 128 76 55 2824 2803 2682 121 82 62 2659 2624 2589 2569 2535 2515 186 93 93 73 73 2329 956 1373 1346
internal_count=3121 3045 199 2846 172 150 128 76 55 2824 2803 2682 121 82 62 2659 2624 2589 2569 2535 2515 186 93 93 73 73 2329 956 1373 1346
is_linear=0
shrinkage=0.1


Tree=5220
num_leaves=31
num_cat=0
split_feature=132 1203 394 1 42 49 16 12 43 15 1201 1182 402 0 16 402 401 1186 1210 3 13 3 2 0 1210 43 133 1209 403 401
split_gain=2.32755e-07 1.21542e-06 1.078e-06 2.80794e-07 2.98247e-07 2.14094e-07 7.89561e-07 4.7866e-07 2.38997e-07 2.3306e-07 2.08844e-07 2.0455e-07 2.02493e-07 1.48182e-06 1.09834e-06 4.43323e-07 3.22702e-07 2.56448e-07 2.40752e-07 3.45209e-06 5.01779e-06 2.55032e-06 1.81027e-06 5.07638e-06 3.65181e-07 7.11404e-07 3.09618e-07 5.80827e-07 2.54256e-07 4.75244e-07
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 0.088135000000000005 -0.018024999999999996 0.10211000000000002 -0.095094999999999985 0.10061500000000002 -0.0095349999999999983 0.084655000000000022 -0.08261499999999998 0.087185000000000012 -0.44724499999999995 -0.072594999999999979 -0.072359999999999994 -0.41596499999999997 -0.099524999999999988 -0.085584999999999981 -0.064344999999999999 -0.078724999999999976 -0.089109999999999981 -0.082334999999999978 0.084305000000000005 -0.08095999999999999 -0.0091799999999999989 -0.035139999999999991 0.41553500000000004 0.11677000000000001 0.62200000000000011 0.13148500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 5 -5 6 -1 8 -8 -10 -2 12 13 14 -12 -14 -17 -18 19 20 -19 22 -22 -24 25 -20 27 28 29 -26
right_child=2 -3 -4 4 -6 -7 7 -9 9 -11 11 -13 15 -15 -16 16 17 18 24 -21 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-1.761014194595522e-05 1.0003267501209242e-05 -2.6649817047541547e-05 2.2287498491509313e-05 -1.6053168951657427e-05 8.195925136078587e-07 1.0338956020529045e-05 6.8054018163710486e-06 1.7135851085186004e-05 1.5649358222920758e-06 -1.13862186329546e-05 -1.1225662247279952e-05 -1.0083414026667015e-05 1.5041367405501659e-05 -2.7667496518309538e-05 1.6575567503878119e-05 -1.1210593394935132e-05 8.471330452389462e-06 -4.3666084894766759e-05 4.2384062908240594e-06 3.9651908382834139e-05 1.8141199749758622e-05 3.5642243013474702e-05 -5.0667840341269594e-05 1.3009977960938422e-05 -5.2250841877955918e-08 -2.0417773128428964e-05 -1.1527419416740052e-05 1.710123875454883e-05 -1.0965911133098417e-05 1.43911674335275e-05
leaf_weight=22 21 20 22 22 20 22 33 20 33 24 27 20 20 21 30 25 37 24 22 23 30 24 21 31 2395 25 23 20 21 23
leaf_count=22 21 20 22 22 20 22 33 20 33 24 27 20 20 21 30 25 37 24 22 23 30 24 21 31 2395 25 23 20 21 23
internal_value=0 -3.167e-06 2.35488e-07 -7.70791e-07 -8.01852e-06 1.20586e-06 -3.1632e-07 3.14244e-06 3.27988e-08 -3.88818e-06 6.72105e-08 -5.69559e-09 6.52243e-08 -4.95953e-06 3.40656e-06 2.07023e-07 9.89007e-08 2.02886e-07 8.88177e-08 3.9408e-06 -2.37732e-06 6.97108e-06 -1.42048e-06 -1.27061e-05 -1.4422e-07 -8.87658e-06 2.11386e-08 1.29157e-07 -1.00156e-08 8.51349e-08
internal_weight=0 216 2905 196 42 154 132 110 90 57 2883 2862 2842 78 57 2764 2744 2719 2682 153 130 106 82 52 2529 47 2482 2459 2439 2418
internal_count=3121 216 2905 196 42 154 132 110 90 57 2883 2862 2842 78 57 2764 2744 2719 2682 153 130 106 82 52 2529 47 2482 2459 2439 2418
is_linear=0
shrinkage=0.1


Tree=5221
num_leaves=31
num_cat=0
split_feature=401 132 1185 15 1 0 16 16 399 1208 1208 1208 12 12 160 130 130 16 1210 1210 130 3 160 479 12 4 402 43 403 131
split_gain=2.0795e-07 2.522e-07 1.18997e-06 6.36713e-07 4.88834e-07 8.00884e-07 2.64871e-07 4.39924e-07 2.51137e-07 2.06887e-07 2.33049e-07 4.26794e-07 2.1899e-07 2.02198e-06 8.8069e-07 7.50425e-07 2.00904e-06 6.70117e-07 6.64424e-07 7.41425e-07 7.83711e-07 5.87564e-07 5.56814e-07 7.19802e-07 8.03768e-07 6.08875e-07 5.78031e-07 1.66555e-06 1.48032e-06 5.48837e-07
threshold=0.13837000000000002 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.088135000000000005 -0.082284999999999983 -0.081299999999999983 -0.020119999999999996 0.090005000000000016 0.12461500000000002 0.10837500000000001 0.098655000000000007 0.089570000000000025 0.089735000000000023 0.50657000000000008 0.096625000000000003 0.099750000000000019 -0.06421499999999998 -0.13847499999999999 -0.064799999999999983 0.0016050000000000003 -0.08867499999999999 -0.54784999999999984 0.10061500000000002 0.090345000000000023 -0.50427999999999995 -0.44724499999999995 0.055925000000000009 -0.43370499999999995 0.090385000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 8 -8 -1 10 11 12 14 -14 -4 18 -17 -18 -15 -20 22 -22 -21 24 -24 -26 27 -27 -28 -30
right_child=-2 2 9 -5 5 -7 7 -9 -10 -11 -12 -13 13 15 -16 16 17 -19 19 20 21 -23 23 -25 25 26 28 -29 29 -31
leaf_value=1.0819963335961802e-06 -9.9175416618804558e-06 2.4032211236079182e-05 -1.411459583189885e-07 -1.9347259347506971e-05 -2.3091798196143526e-05 2.4827007073326968e-06 1.8913012827397324e-05 -5.0546645330281792e-07 -1.1478471383270517e-05 -9.9945283545821445e-06 1.070742027444621e-05 -1.3740083547666226e-05 3.0715710011503218e-05 1.917962560712892e-05 -1.7422495813358787e-05 -3.5044581454712902e-05 -9.0172877830091711e-06 1.0307297078029746e-05 -1.4543822826767453e-05 1.6646877127548331e-05 2.3080506829940314e-05 1.6779238293289067e-06 -1.3296971064846731e-05 -1.5528892746024886e-05 -1.1904904193127755e-05 -2.8627366150017639e-05 2.8145147987980518e-05 7.5976141094239816e-06 3.82957358137415e-06 -3.4699827990782351e-06
leaf_weight=78 21 21 1733 22 24 25 20 28 20 20 21 22 23 21 30 21 38 34 29 22 29 23 37 27 31 22 23 30 496 130
leaf_count=78 21 21 1733 22 24 25 20 28 20 20 21 22 23 21 30 21 38 34 29 22 29 23 37 27 31 22 23 30 496 130
internal_value=0 6.71705e-08 3.14627e-07 -3.22047e-06 -1.40104e-06 -1.00436e-05 1.49954e-06 7.58557e-06 -1.48136e-06 1.40599e-07 2.11923e-07 1.33792e-07 2.4284e-07 1.39671e-06 -4.35213e-07 7.31027e-07 -7.82952e-06 1.08211e-07 1.59639e-06 1.18565e-06 1.70997e-06 1.3614e-05 9.53236e-07 5.19492e-07 1.08296e-06 1.80981e-06 2.41631e-06 -7.72834e-06 3.22914e-06 2.31369e-06
internal_weight=0 3100 2883 217 195 49 146 48 98 2862 2842 2821 2799 1036 1763 1013 93 72 920 899 870 52 818 796 769 732 701 52 649 626
internal_count=3121 3100 2883 217 195 49 146 48 98 2862 2842 2821 2799 1036 1763 1013 93 72 920 899 870 52 818 796 769 732 701 52 649 626
is_linear=0
shrinkage=0.1


Tree=5222
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1204 2 2 399 46 1456 97 34 10 4 51 15 34 9 0 2 15 480 52 52 52 1132 376 0 3 160
split_gain=2.05461e-07 6.06303e-06 3.211e-06 9.84525e-07 2.39145e-07 2.18894e-07 3.06104e-07 3.67349e-07 1.97817e-07 3.65804e-07 2.58051e-07 4.33514e-07 5.33124e-07 4.13907e-06 5.22465e-06 3.08935e-06 1.08698e-06 3.61437e-07 7.84283e-07 4.95011e-07 2.70664e-07 8.94977e-07 6.35644e-07 9.21516e-07 4.62481e-07 2.85923e-07 4.70032e-07 3.63904e-07 1.57478e-06 2.06147e-06
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.081664999999999988 0.10222000000000002 0.089320000000000024 0.085965000000000014 0.084955000000000017 0.11772000000000001 -0.086464999999999986 -0.08786999999999999 -0.011559999999999999 0.053180000000000012 0.08955500000000001 -0.26481999999999994 -0.057544999999999992 0.088235000000000022 -0.0058249999999999994 -1.0000000180025095e-35 0.12044500000000001 0.11747 0.17829500000000004 0.41580500000000004 0.016565000000000003 0.048480000000000009 -1.0000000180025095e-35 -0.14794999999999997 0.088060000000000013 0.10648000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -4 6 7 -1 9 10 -6 -12 13 14 -13 -15 -14 19 -19 -18 21 25 24 -24 -22 26 -21 28 -28 -30
right_child=2 -3 4 -5 8 -7 -8 -9 -10 -11 11 12 16 15 -16 -17 17 18 -20 20 22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-1.0707689417076524e-05 -3.8281792974843979e-05 5.40447176956063e-05 7.067225230154388e-06 -2.3501825405674027e-05 -1.056948325462461e-05 -6.9472078775032899e-06 9.2299961229750457e-06 2.5962205779238777e-06 6.4534506711187646e-06 -9.7749971176269289e-06 1.0673588837418816e-05 -6.7651014933289841e-05 2.2842875661072392e-05 -9.1100957088828789e-06 2.2339953474052577e-06 4.1252747035157099e-05 1.2708899321883257e-05 -2.3487073576688999e-05 4.1825721339028821e-06 -1.4083781995092674e-05 4.0028852538398501e-06 -2.1300227497249581e-05 3.0093212526480784e-05 -2.6326966029444065e-07 -1.3712263389606961e-05 1.1559542092852229e-05 1.1236844901881901e-05 -4.5539779069002014e-07 1.1564624560157684e-06 -3.3927366130228622e-05
leaf_weight=29 22 21 48 20 23 37 39 73 46 39 38 20 21 29 23 21 31 20 21 24 56 20 20 20 20 21 130 2066 103 20
leaf_count=29 22 21 48 20 23 37 39 73 46 39 38 20 21 29 23 21 31 20 21 24 56 20 20 20 20 21 130 2066 103 20
internal_value=0 2.95355e-06 -2.22894e-07 -2.46521e-06 6.78336e-08 -1.01549e-07 1.69483e-06 -1.18626e-06 -5.08002e-08 -1.58193e-07 -2.16599e-08 6.74002e-08 -8.26501e-08 -7.52176e-06 -3.02707e-05 1.20423e-05 1.84159e-07 -8.45659e-10 -9.31482e-06 1.50033e-07 -5.69738e-09 -2.35218e-07 4.71134e-06 1.4915e-05 -6.58996e-07 -5.70026e-08 -1.6112e-07 -1.70305e-08 3.56268e-06 -4.54823e-06
internal_weight=0 219 2902 198 2880 178 141 102 2832 2786 2747 2724 2686 93 43 50 2593 2572 41 2531 2500 2384 116 40 76 2364 2343 2319 253 123
internal_count=3121 219 2902 198 2880 178 141 102 2832 2786 2747 2724 2686 93 43 50 2593 2572 41 2531 2500 2384 116 40 76 2364 2343 2319 253 123
is_linear=0
shrinkage=0.1


Tree=5223
num_leaves=31
num_cat=0
split_feature=1204 132 1203 1185 1186 129 130 12 130 394 394 3 3 4 1213 402 1213 43 43 1213 1213 52 1213 1213 1213 51 133 51 16 51
split_gain=2.27251e-07 2.28271e-07 6.53344e-07 5.9236e-07 1.87852e-07 4.12517e-07 1.83685e-07 6.82748e-07 2.28055e-07 1.07243e-06 5.64991e-07 3.50612e-07 5.71715e-07 4.72673e-07 2.8658e-07 9.2373e-07 8.22881e-07 4.52986e-07 6.48512e-07 3.87172e-07 2.62802e-06 2.07236e-06 5.31713e-07 1.36378e-06 3.56432e-07 3.08623e-07 1.56395e-06 8.36308e-07 2.45463e-06 1.35456e-06
threshold=0.053645000000000005 -0.083174999999999985 0.088820000000000024 -0.083264999999999992 -0.089559999999999987 -0.082304999999999975 -0.23647499999999996 0.23631000000000002 -0.004729999999999999 -0.09139499999999999 -0.096774999999999986 -0.088784999999999989 -0.086554999999999979 -0.086849999999999997 -0.24064499999999997 0.13174500000000003 -0.15413999999999997 -0.0064299999999999991 0.0034250000000000005 -0.090764999999999985 -0.087049999999999975 0.086040000000000019 -0.082414999999999974 -0.084774999999999989 -0.077519999999999992 0.094075000000000006 -0.040449999999999993 0.090230000000000019 -0.088909999999999989 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -7 8 9 -8 -10 13 -13 -11 15 17 -16 -12 -19 21 -21 -18 23 -22 -24 27 -27 29 -29 -26
right_child=-2 3 -4 4 5 6 7 -9 10 11 14 12 -14 -15 16 -17 19 18 -20 20 22 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=-1.3983564705775501e-06 8.6615270265610886e-06 1.7293955697823551e-05 -2.0026680323055538e-05 -7.8474406109307903e-06 1.3162205876445419e-05 -9.5533059629815417e-06 -2.4270518083953491e-05 1.7611365573925882e-05 1.3782994568221816e-05 1.9250205101483378e-06 1.2277913733019626e-05 1.7066225558190363e-05 -1.8134646359372574e-06 -1.8246232411911478e-05 1.988834445087594e-05 -2.3929139776902005e-05 8.1695244574575557e-06 -1.7783451625580875e-05 6.2319596390411993e-06 3.181979137270201e-05 5.035340715645968e-06 -3.1183231057303088e-05 1.0223536133600968e-05 -3.0321818703669122e-05 -5.4477820385490239e-07 2.9253446739728262e-05 9.0680445080222934e-07 9.9338348809396856e-06 -3.961043575145595e-05 2.1605381243716695e-05
leaf_weight=182 30 20 21 30 24 20 22 22 30 26 21 23 53 21 21 21 32 22 23 26 24 23 34 20 1975 21 266 20 20 28
leaf_count=182 30 20 21 30 24 20 22 22 30 26 21 23 53 21 21 21 32 22 23 26 24 23 34 20 1975 21 266 20 20 28
internal_value=0 -8.40734e-08 -3.32542e-06 1.43764e-07 2.4167e-08 1.07376e-07 -3.96541e-09 6.43906e-08 -7.48711e-08 -3.9356e-06 1.38226e-07 -2.98462e-07 3.90013e-06 -7.08767e-06 -1.93955e-08 -5.6618e-06 1.76178e-07 1.50535e-07 -5.50891e-06 9.86386e-09 1.97346e-07 -8.28708e-06 -1.44092e-07 -1.10361e-05 5.86355e-08 -8.96935e-08 2.98095e-06 -5.21056e-07 -1.48383e-05 -2.3514e-07
internal_weight=0 3091 203 2888 2868 2838 2814 2794 2772 145 2627 123 76 47 2597 87 2510 66 45 2489 2434 55 2408 44 2364 2330 287 2043 40 2003
internal_count=3121 3091 203 2888 2868 2838 2814 2794 2772 145 2627 123 76 47 2597 87 2510 66 45 2489 2434 55 2408 44 2364 2330 287 2043 40 2003
is_linear=0
shrinkage=0.1


Tree=5224
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 42 16 0 2 12 1443 0 1443 481 2 159 403 3 1456 484 484 52 3 52 43 3 160 51 13 483 483
split_gain=1.95474e-07 5.96235e-06 2.85142e-06 1.1241e-06 1.8373e-07 3.01573e-07 5.23258e-07 4.35571e-07 2.51977e-07 1.79025e-07 4.7673e-07 2.31011e-07 2.22503e-07 2.11921e-06 4.28976e-06 5.88398e-07 5.22808e-07 2.34756e-07 3.1431e-07 2.08218e-06 9.12653e-07 9.24828e-07 1.63961e-06 8.96173e-07 8.61699e-07 1.05298e-06 6.1343e-07 5.31877e-07 3.98802e-07 4.56712e-07
threshold=-0.083284999999999984 0.089480000000000018 0.12358500000000001 0.10022000000000002 -0.015274999999999999 -0.095094999999999985 -0.082284999999999983 0.097385000000000013 0.087385000000000004 0.088675000000000018 -0.080689999999999984 1.0000000180025095e-35 -0.087424999999999989 0.092365000000000017 -0.085489999999999997 -0.56738999999999995 -0.082794999999999994 0.11772000000000001 -0.081614999999999979 -0.079734999999999986 -0.020999999999999994 -0.084524999999999975 -0.0046699999999999997 -0.070064999999999975 -0.084319999999999992 0.043720000000000009 -0.46621499999999999 -0.080519999999999994 0.12236500000000002 0.098395000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 -1 -7 -8 -6 11 -11 12 13 14 -2 -14 -16 18 20 -20 24 -22 -23 -24 25 -17 -21 -26 29 -28
right_child=2 -3 -4 -5 8 6 7 -9 -10 10 -12 -13 15 -15 16 17 -18 -19 19 26 21 22 23 -25 27 -27 28 -29 -30 -31
leaf_value=-7.7082420632549382e-06 -5.2223818784113973e-05 5.3546054217198018e-05 -3.7845668284717252e-05 -2.4971050979729629e-05 2.2167617473201064e-06 1.4889374399311185e-05 -9.3178228467124801e-06 8.5069930299561325e-06 -1.0146633774317761e-05 3.2869820979949848e-06 -1.6083198124761112e-05 8.4673881329680707e-06 1.7300917527336427e-05 2.3717136733694134e-05 1.2499557424934421e-05 -9.9963929283252262e-06 -8.4460869124634222e-06 -8.86356450917384e-06 -3.1491725299777805e-05 1.7573504850361134e-05 -2.8485863702754662e-06 3.8575924404342558e-05 -3.9883243957206108e-06 2.2230097213402837e-05 -2.1935830523876508e-05 1.9475908503510356e-05 -1.0160064702209851e-07 -1.2418057968202252e-06 -1.1281322742668695e-05 8.2736496371798067e-06
leaf_weight=23 20 21 20 20 32 34 29 26 34 27 24 33 20 20 26 22 22 29 21 20 38 23 32 22 27 27 2308 23 31 67
leaf_count=23 20 21 20 20 32 34 29 26 34 27 24 33 20 20 26 22 22 29 21 20 38 23 32 22 27 27 2308 23 31 67
internal_value=0 2.88087e-06 -2.1741e-07 -2.49271e-06 3.29491e-08 2.49923e-06 5.13712e-06 -8.91546e-07 -4.15226e-06 4.37163e-08 -5.8284e-06 1.49501e-07 5.13991e-08 -4.89726e-06 -1.33133e-05 2.12094e-07 2.89947e-06 8.50392e-08 1.82562e-07 -1.38838e-07 3.85764e-06 9.91683e-06 1.62166e-05 6.69325e-06 -3.18081e-06 6.24345e-06 1.32559e-07 -1.24166e-05 -1.24193e-08 1.3467e-07
internal_weight=0 219 2902 198 178 112 89 55 66 2882 51 2831 2798 88 68 2710 48 2690 2661 2447 214 115 77 54 99 49 2426 50 2406 2375
internal_count=3121 219 2902 198 178 112 89 55 66 2882 51 2831 2798 88 68 2710 48 2690 2661 2447 214 115 77 54 99 49 2426 50 2406 2375
is_linear=0
shrinkage=0.1


Tree=5225
num_leaves=31
num_cat=0
split_feature=130 2 3 156 0 49 49 160 16 1348 147 1 475 484 1 3 49 3 42 3 3 49 1454 1455 157 2 2 13 2 474
split_gain=2.01674e-07 3.72011e-07 2.39739e-07 8.40831e-07 7.9541e-07 8.70917e-07 1.61973e-06 1.56842e-06 7.67678e-07 5.64488e-07 6.2453e-07 5.50069e-07 4.96126e-07 3.68318e-07 3.67907e-07 4.9314e-07 2.89835e-07 5.43135e-07 4.97359e-07 9.66116e-07 5.68888e-07 4.50446e-07 8.09468e-07 4.69503e-07 2.98474e-07 3.4073e-07 1.19515e-06 1.13836e-06 1.03325e-06 7.86596e-07
threshold=-0.23123999999999997 0.31358000000000003 0.11658 0.3248100000000001 0.056435000000000006 -0.043469999999999995 -0.058769999999999996 1.0000000180025095e-35 -0.5335399999999999 0.090600000000000014 0.096265000000000003 0.14804000000000003 0.13528000000000004 0.085655000000000023 0.11414000000000001 0.20828500000000003 0.11645000000000001 -0.012304999999999998 0.09796500000000001 -0.076234999999999983 -0.081644999999999981 0.11136000000000001 0.11906000000000001 0.11784500000000002 0.41580000000000006 0.10584500000000001 0.10699500000000002 -0.16152999999999998 0.10444500000000002 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 6 -4 8 -7 10 12 13 16 14 -10 -16 21 18 19 20 -18 22 23 24 25 27 -27 -2 29 -29
right_child=1 -3 4 -5 -6 7 -8 -9 11 -11 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=9.3294141982408742e-06 -2.2297744011335783e-05 -1.1150907957926393e-05 -4.6064473951302812e-07 -1.9684772451000757e-05 2.1706224911862855e-05 -1.5723939288198546e-05 3.4697704622885792e-05 -2.8836984402005331e-05 2.1513378771487627e-05 -1.6799211989564354e-05 1.7668586206127657e-05 -1.0134615795323043e-05 1.5246349349105177e-05 -3.2363375512865057e-06 1.7152613909274807e-05 -5.0541346718091516e-06 -1.1766314517964409e-05 8.0247802627738946e-06 3.4696683569839507e-06 -2.6798347740471702e-05 6.8387585256628142e-06 1.2052391441337082e-05 -1.9173823238816114e-05 1.5351931838267775e-05 1.1068599481707983e-05 -2.4102063936879859e-05 -1.4096556071017558e-06 6.8662962354587442e-07 1.7859641124071939e-05 -9.0793392753893877e-06
leaf_weight=23 22 30 38 22 21 22 20 20 25 20 20 20 21 21 20 20 42 29 33 27 27 31 22 20 24 25 324 2012 34 86
leaf_count=23 22 30 38 22 21 22 20 20 25 20 20 20 21 21 20 20 42 29 33 27 27 31 22 20 24 25 324 2012 34 86
internal_value=0 -6.92663e-08 3.90939e-08 -2.10779e-07 3.16636e-06 1.27637e-06 1.16629e-05 -2.79404e-06 1.27517e-06 -5.88001e-08 6.0817e-08 4.80329e-06 -6.59032e-08 8.27722e-06 1.1997e-05 6.04924e-06 -1.82494e-07 -4.34099e-06 -7.12089e-06 -1.07614e-05 -4.48607e-06 7.02146e-08 -7.43737e-08 9.05999e-08 -3.01862e-08 -1.36607e-07 -3.03519e-06 3.33033e-07 5.66559e-07 2.86309e-07
internal_weight=0 3098 3068 2841 227 206 58 148 128 2819 2799 106 2779 86 65 40 2758 158 129 96 69 2600 2569 2547 2527 2503 349 2154 2132 2098
internal_count=3121 3098 3068 2841 227 206 58 148 128 2819 2799 106 2779 86 65 40 2758 158 129 96 69 2600 2569 2547 2527 2503 349 2154 2132 2098
is_linear=0
shrinkage=0.1


Tree=5226
num_leaves=31
num_cat=0
split_feature=129 42 1184 394 1208 1208 1209 3 1209 1212 1210 1212 1213 52 3 1213 15 1447 1447 1447 480 2 480 403 1212 401 402 403 1186 394
split_gain=1.99337e-07 1.08621e-06 5.43317e-07 2.54645e-07 1.80081e-07 7.32466e-07 3.73623e-07 2.5826e-06 2.81895e-07 2.36919e-07 2.19699e-06 1.16281e-06 2.55037e-07 8.28837e-07 4.88248e-07 4.07563e-07 3.96094e-06 4.24391e-07 1.99697e-06 1.64145e-06 1.48977e-06 2.66953e-06 1.00548e-06 5.52419e-07 4.35213e-07 6.68753e-07 1.4288e-06 5.31494e-07 4.1717e-07 2.83e-07
threshold=-0.077709999999999987 -0.015274999999999999 0.089075000000000015 0.264685 0.11846000000000001 0.106285 -0.087714999999999987 -0.082334999999999978 -0.074484999999999982 -0.089544999999999986 -0.14310999999999999 -0.096539999999999973 -0.09280999999999999 0.085310000000000011 -0.08323499999999999 -0.086394999999999986 0.085730000000000015 -0.085709999999999995 -0.086304999999999979 -0.08477999999999998 0.08759500000000002 0.086330000000000004 0.094985000000000014 -0.52445499999999989 -0.063924999999999996 -1.0000000180025095e-35 -0.45015499999999992 -0.44023999999999991 -0.088079999999999978 -0.099329999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -2 -8 11 -11 -10 13 14 -12 16 -14 18 20 -19 21 -17 -22 -21 -25 26 -26 -27 -29 -30
right_child=2 -3 -4 -5 -6 -7 8 -9 9 10 12 -13 15 -15 -16 17 -18 19 -20 23 22 -23 -24 24 25 27 -28 28 29 -31
leaf_value=-2.3752387451601129e-05 3.5151445055297313e-05 5.516763931012747e-06 1.5416933223130635e-05 1.0249312435917092e-05 8.1943741931284497e-06 -1.687548774498282e-05 -8.6078619297507266e-06 -1.1240016205452517e-05 -4.5970898739586462e-07 -2.7605947679117452e-05 -1.3405933615021323e-05 2.6309990954018758e-05 1.9403839928600064e-05 1.876712785512306e-05 6.5014918748472298e-06 -4.007951823496115e-05 -4.2085177665285303e-05 -2.8758151011061276e-05 3.3871982356816133e-05 1.3726183558525197e-05 3.0355626486198161e-05 5.4869570855468438e-06 -6.2467374639461272e-07 1.2021054273394964e-05 -2.6802551013003852e-05 1.4159966261873846e-05 6.8353205516240965e-06 1.0947741978298203e-05 -8.6097553471185304e-06 -2.2715965529212864e-07
leaf_weight=21 21 32 23 24 26 26 39 28 86 29 22 20 22 30 28 20 20 20 21 29 20 36 22 29 28 26 23 33 41 2276
leaf_count=21 21 32 23 24 26 26 39 28 86 29 22 20 22 30 28 20 20 20 21 29 20 36 22 29 28 26 23 33 41 2276
internal_value=0 -6.08045e-06 1.05054e-07 -1.06027e-08 -9.21115e-08 -1.64048e-07 -1.77029e-08 8.64204e-06 -1.6302e-07 -4.87029e-08 -2.25938e-07 4.59118e-06 6.32172e-08 5.62656e-06 -2.25778e-06 -1.03725e-07 -9.87664e-06 5.27014e-08 5.88758e-06 -2.24484e-07 -1.09084e-07 -1.07868e-05 1.41279e-05 5.16302e-09 -1.56852e-07 -3.02365e-07 -1.16325e-05 -5.9167e-08 -2.16485e-07 -3.75492e-07
internal_weight=0 53 3068 3045 3021 2995 2969 49 2920 2881 2775 106 2746 80 50 2666 42 2624 119 2505 98 56 42 2485 2456 2427 51 2376 2350 2317
internal_count=3121 53 3068 3045 3021 2995 2969 49 2920 2881 2775 106 2746 80 50 2666 42 2624 119 2505 98 56 42 2485 2456 2427 51 2376 2350 2317
is_linear=0
shrinkage=0.1


Tree=5227
num_leaves=31
num_cat=0
split_feature=403 3 403 1210 1210 400 130 1204 1209 1210 1209 1210 2 1209 400 132 400 1213 393 393 1212 13 13 133 402 1213 401 131 482 483
split_gain=1.96408e-07 2.34671e-06 6.0752e-07 4.54823e-07 2.94186e-07 2.19445e-07 1.62517e-06 8.73348e-07 2.18607e-07 3.97988e-07 1.7083e-06 4.95984e-07 2.25037e-06 4.4923e-07 2.59006e-07 7.18497e-06 6.54375e-06 7.79854e-07 5.24392e-07 3.59965e-07 2.7587e-07 5.45453e-07 6.90012e-07 4.24368e-07 4.05111e-07 1.15038e-06 3.97054e-07 2.53147e-07 4.6985e-07 3.75197e-07
threshold=-0.54856499999999986 -0.085784999999999986 -0.53960999999999981 -0.3960249999999999 -0.094799999999999982 -0.087679999999999994 0.087380000000000013 -0.0076699999999999989 -0.087714999999999987 -0.064799999999999983 0.086895000000000014 -0.0061249999999999994 0.085105000000000014 1.0000000180025095e-35 -0.077004999999999976 -0.083284999999999984 -0.082339999999999983 0.08593000000000002 0.10585500000000002 0.092175000000000021 -0.070754999999999985 -0.095304999999999987 -0.084319999999999992 1.0000000180025095e-35 -0.45454999999999995 0.0036000000000000003 -1.0000000180025095e-35 0.11863000000000001 0.12191 0.11832500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 7 -6 -7 10 -10 12 -11 14 15 16 17 -13 19 20 21 -16 -23 -24 25 -22 -26 28 29 -28
right_child=2 -3 3 4 5 8 -8 -9 9 11 -12 13 -14 -15 18 -17 -18 -19 -20 -21 24 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=2.0496158843095393e-05 1.748366723404615e-05 -2.0350019866992417e-05 -1.4011323855811497e-05 9.7959269565293537e-06 -1.1496789193188307e-06 7.9581591059898297e-06 -1.6216209869905165e-05 2.5488548284613444e-05 -2.796565148715812e-05 -1.3503850376847285e-05 4.5046474624118567e-06 -2.5330504262228717e-05 2.995209327379528e-05 -1.0874801739938007e-05 8.5445527039003845e-06 -5.5978219797041331e-05 5.8688219796749762e-05 2.5953700105674219e-06 1.4236891425193439e-05 -1.2490391109958697e-05 2.0877298321408944e-05 -2.2508623802423245e-05 3.5246501102557061e-06 -1.360193274076269e-05 -1.3268522715489698e-05 -9.2440543951289294e-06 3.8525660436025991e-07 -8.3404811662416362e-06 1.4573148042551982e-05 -8.9367836877003856e-06
leaf_weight=22 20 39 23 31 20 33 24 32 26 22 43 20 26 39 24 21 20 20 26 23 32 25 39 23 22 21 2304 34 23 44
leaf_count=22 20 39 23 31 20 33 24 32 26 22 43 20 26 39 24 21 20 20 26 23 32 25 39 23 22 21 2304 34 23 44
internal_value=0 -5.61861e-06 1.12004e-07 -2.28344e-09 1.04514e-07 3.89989e-09 5.30856e-06 1.52431e-05 -1.34641e-07 -2.27468e-07 -7.73054e-06 -4.30976e-08 1.00348e-05 -2.18365e-07 -6.56268e-08 -5.63557e-06 1.19844e-05 -1.13676e-05 1.05269e-07 -3.52903e-08 7.52722e-08 -4.80207e-06 -8.48389e-06 -2.82876e-06 2.93572e-07 8.94242e-06 1.04702e-07 2.27035e-07 3.49893e-07 2.10568e-07
internal_weight=0 61 3060 3040 3017 2986 76 52 2910 2877 69 2808 48 2760 2721 81 60 40 2640 2614 2591 111 87 62 2480 53 2427 2405 2371 2348
internal_count=3121 61 3060 3040 3017 2986 76 52 2910 2877 69 2808 48 2760 2721 81 60 40 2640 2614 2591 111 87 62 2480 53 2427 2405 2371 2348
is_linear=0
shrinkage=0.1


Tree=5228
num_leaves=31
num_cat=0
split_feature=132 1203 394 1206 1208 1208 1209 1209 403 0 403 1213 16 1212 1212 401 1212 401 390 401 16 393 393 1186 1213 1213 1213 0 1183 1213
split_gain=2.4038e-07 1.25125e-06 1.13782e-06 1.92863e-07 2.029e-07 3.44223e-07 6.03606e-07 4.29529e-07 4.48171e-07 2.87906e-06 4.82851e-07 2.88224e-07 6.49197e-07 5.23777e-07 5.21189e-07 3.80461e-07 3.76928e-06 5.75074e-07 9.9961e-07 3.35373e-07 5.57282e-07 2.81888e-07 7.01464e-07 3.11952e-07 2.90084e-07 2.10141e-06 1.16309e-06 7.00292e-07 4.42891e-07 6.056e-07
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 1.0000000180025095e-35 0.11531000000000001 0.10233500000000001 -0.097919999999999993 -0.087714999999999987 -0.52800499999999995 -0.086234999999999992 -0.44023999999999991 0.22676500000000002 -0.087989999999999985 0.13631000000000001 0.11387000000000001 0.11602000000000001 -0.089544999999999986 0.10711000000000001 0.090020000000000017 0.092675000000000021 -0.091354999999999978 0.088255000000000014 0.097165000000000015 0.086365000000000011 -0.088064999999999991 -0.09411499999999999 -0.086179999999999993 -0.085034999999999986 -0.073809999999999973 -0.082414999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 -8 9 -9 -10 13 -13 14 15 17 -17 18 19 21 -21 23 -23 24 25 27 -26 -12 -28 -30
right_child=2 -3 -4 -5 -6 -7 7 8 10 -11 11 12 -14 -15 -16 16 -18 -19 -20 20 -22 22 -24 -25 26 -27 28 -29 29 -31
leaf_value=-7.8720380717028581e-07 -1.7210863625223286e-05 -2.70448606647733e-05 2.2894850950582295e-05 -9.719413310449455e-06 -8.6589483264385941e-06 1.0695171330289376e-05 1.2775471717490023e-05 1.5344655774493604e-05 1.1967974907227993e-05 -2.6993469598184876e-05 1.8776563887340238e-05 -6.9193968010949913e-06 1.5786076244908415e-05 -1.5028434300683845e-05 1.5455302573999771e-05 1.2815939622612405e-05 -4.2524245782260553e-05 1.2547832960302226e-05 -2.1736754474875939e-05 2.0686271130086557e-05 -7.0388272480817378e-07 -2.1756595423880756e-05 3.6010226002266187e-06 1.2589223526902062e-05 2.0159273492873613e-05 -3.1481349680254186e-05 1.3513430758393952e-05 -3.7743911252618997e-06 -1.5029263468696392e-05 4.0057399029549364e-08
leaf_weight=196 20 20 22 20 26 31 27 29 35 36 21 20 34 23 22 32 20 37 21 21 29 20 24 20 29 23 24 40 27 2172
leaf_count=196 20 20 22 20 26 31 27 29 35 36 21 20 34 23 22 32 20 37 21 21 29 20 24 20 29 23 24 40 27 2172
internal_value=0 -3.21847e-06 2.39299e-07 6.64158e-08 1.34776e-07 2.15368e-07 9.95892e-08 2.23857e-07 1.01025e-07 -8.10415e-06 2.98997e-07 1.454e-07 7.37664e-06 -4.49943e-09 1.29331e-07 -2.37644e-09 -8.46875e-06 1.73162e-07 -1.21322e-08 1.74079e-07 8.27998e-06 5.20587e-09 -7.92517e-06 1.53311e-07 4.68395e-08 -5.72308e-06 2.62059e-07 3.98905e-06 2.49073e-09 -1.44968e-07
internal_weight=0 216 2905 2883 2863 2837 2806 2786 2759 65 2694 2659 54 2605 2582 2560 52 2508 2471 2450 50 2400 44 2356 2336 84 2252 61 2223 2199
internal_count=3121 216 2905 2883 2863 2837 2806 2786 2759 65 2694 2659 54 2605 2582 2560 52 2508 2471 2450 50 2400 44 2356 2336 84 2252 61 2223 2199
is_linear=0
shrinkage=0.1


Tree=5229
num_leaves=31
num_cat=0
split_feature=132 132 1203 1208 1208 1209 42 403 15 15 1209 401 15 16 1210 1200 1204 1212 13 13 1212 1209 43 52 16 42 403 402 402 2
split_gain=1.97887e-07 1.0156e-06 6.41738e-07 1.83392e-07 6.54141e-07 2.69653e-07 2.26862e-06 2.6877e-07 2.33193e-06 9.59735e-07 4.20338e-07 3.82083e-07 1.46233e-06 6.36512e-07 5.76784e-07 1.9298e-07 3.02442e-07 2.55916e-07 1.44552e-06 1.56993e-06 1.23402e-06 8.73619e-07 8.48443e-07 1.70031e-06 1.03736e-06 3.75538e-07 2.63299e-07 1.42694e-06 5.40227e-07 4.68129e-07
threshold=-0.083174999999999985 -0.050879999999999988 0.088820000000000024 0.11846000000000001 0.106285 -0.087714999999999987 0.087405000000000024 -0.52800499999999995 0.087575000000000014 0.089295000000000013 -0.067109999999999989 -1.0000000180025095e-35 0.098485000000000017 -0.072359999999999994 0.014175000000000002 0.090885000000000007 -0.016569999999999994 0.087505000000000013 -0.084319999999999992 -0.088464999999999988 0.086680000000000021 0.085095000000000018 -0.013024999999999998 0.008405000000000001 -0.077074999999999991 0.090310000000000015 -0.0038999999999999994 0.099530000000000021 0.13628000000000004 0.084305000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 8 -7 -10 -9 12 13 -12 15 16 -13 20 19 25 21 26 24 -24 -20 -19 27 29 -28 -18
right_child=1 3 -4 -5 -6 7 -8 10 9 -11 11 14 -14 -15 -16 -17 17 18 22 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-8.3487367325603566e-07 1.9524360882146372e-05 -1.8445373243594076e-05 -1.7029670148563777e-05 8.7437514139310221e-06 -1.5823587476076613e-05 -2.6678607375449632e-05 2.5333544005567593e-05 1.3047207839463226e-05 2.5351854910695697e-05 -5.6277340627275408e-06 -1.1977163831033977e-05 8.6939160557515768e-06 -2.8097314229260361e-05 9.3963429734637769e-06 1.6356793281085464e-05 -9.4510979709281991e-06 9.5378756521165856e-06 -5.8371107942631091e-06 -5.563924476577555e-06 3.4445474823139825e-05 -2.4975032712291067e-05 1.9804212537234311e-05 -3.2115087045288722e-05 2.8664104995572637e-06 2.3647528064429937e-05 1.3096143793518425e-05 -9.6717488063672249e-08 -2.6077206935951835e-05 1.6021388139398326e-05 -3.9621628570243744e-06
leaf_weight=194 27 20 28 24 26 31 29 25 20 20 22 41 23 38 22 21 37 22 31 26 20 22 24 33 20 20 2125 25 21 84
leaf_count=194 27 20 28 24 26 31 29 25 20 20 22 41 23 38 22 21 37 22 31 26 20 22 24 33 20 20 2125 25 21 84
internal_value=0 2.20349e-07 -2.87746e-06 3.88695e-08 -3.44862e-08 1.10984e-07 7.4646e-06 -1.89574e-08 -6.09232e-06 9.86206e-06 1.40631e-07 2.00991e-08 -6.65873e-06 1.55939e-06 2.33801e-07 9.58906e-08 1.74482e-07 3.532e-08 3.71243e-06 1.51337e-05 -2.4196e-07 -2.81907e-08 -3.47872e-06 -1.18626e-05 5.89155e-06 3.17872e-06 -2.18554e-07 -4.32774e-06 6.10086e-08 1.65948e-07
internal_weight=0 2899 222 2872 2848 2822 49 2773 71 40 2702 2677 83 60 2594 2572 2551 2510 176 68 2334 2314 108 57 51 42 2292 146 2146 121
internal_count=3121 2899 222 2872 2848 2822 49 2773 71 40 2702 2677 83 60 2594 2572 2551 2510 176 68 2334 2314 108 57 51 42 2292 146 2146 121
is_linear=0
shrinkage=0.1


Tree=5230
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 2 15 16 2 1204 12 403 1186 1183 1185 129 3 129 4 129 42 13 15 13 0 13 157 11 12 130 130
split_gain=1.79153e-07 5.31509e-06 3.04728e-06 9.30458e-07 2.01219e-07 2.8346e-07 3.89989e-07 2.61694e-07 1.87223e-07 3.93673e-07 3.19855e-07 1.93386e-07 3.92041e-07 2.30942e-07 2.39957e-07 6.71666e-07 5.69585e-07 6.93255e-07 2.43696e-07 3.37654e-07 4.14924e-07 1.45202e-06 1.48845e-06 8.6927e-07 6.07178e-07 1.14772e-06 1.21725e-06 1.01268e-06 6.68907e-07 1.09817e-06
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.10222000000000002 -0.090344999999999995 -0.072804999999999981 0.085235000000000019 -0.079429999999999987 0.087535000000000016 -0.0064299999999999991 -0.089559999999999987 -0.073809999999999973 0.090595000000000009 0.10532000000000001 -0.075359999999999996 0.093925000000000008 -0.050494999999999991 0.090180000000000024 -0.23037499999999997 0.24813000000000004 -0.56020999999999987 0.23074000000000003 -0.072269999999999987 0.10002500000000002 -0.051074999999999988 0.084110000000000004 0.099100000000000008 0.10490500000000001 0.096625000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 7 -7 9 -4 -11 -10 -13 14 16 -16 18 -18 19 -14 21 -21 24 -22 28 -26 27 -27 29 -23
right_child=2 -3 8 -5 -6 6 -8 -9 11 10 -12 12 13 -15 15 -17 17 -19 -20 20 23 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=9.6282387520269767e-06 -3.7284076353733494e-05 5.1899096270062735e-05 -6.4513000120314258e-06 -2.2637408264927216e-05 -6.4634401521313551e-06 -2.0416053562907373e-06 -1.1672828492010014e-05 9.478299665660775e-06 -8.6337337192022605e-06 1.7713685072242066e-05 1.1205311076472363e-06 1.3642484017985962e-05 9.9186847418262493e-06 -1.0051307605823716e-05 -1.9669503099867763e-05 5.0409362095458414e-06 2.1645592770019668e-05 -4.4164580685901457e-07 -9.1993940102462346e-06 2.1945707010407509e-05 6.6036113142647282e-07 -1.9340541741527567e-07 -2.3112800893240353e-05 -2.5341533538494337e-05 2.8991656933499146e-05 4.0587516044373234e-07 -1.9256827540630185e-05 2.5925821628284804e-05 1.6003443352019531e-05 -1.9450468028783994e-05
leaf_weight=35 22 20 20 20 37 49 25 33 26 26 21 21 34 23 22 22 27 30 29 30 36 2299 28 20 20 48 20 23 25 30
leaf_count=35 22 20 20 20 37 49 25 33 26 26 21 21 34 23 22 22 27 30 29 30 36 2299 28 20 20 48 20 23 25 30
internal_value=0 2.75799e-06 -2.08128e-07 -2.18082e-06 1.04836e-07 1.81629e-06 -7.39023e-07 2.59445e-06 7.50912e-08 5.29942e-06 1.02997e-05 -4.93418e-08 3.07423e-08 -7.26007e-08 1.10706e-08 -7.31428e-06 1.30491e-07 1.00207e-05 -8.28867e-08 1.82916e-08 -1.12229e-07 7.67413e-08 -1.86423e-07 -8.62603e-06 7.39982e-08 7.30155e-06 2.5345e-06 8.6729e-06 -2.66808e-07 -4.41457e-07
internal_weight=0 219 2902 199 179 142 107 82 2880 67 47 2813 2787 2766 2743 44 2699 57 2642 2613 2579 2523 2493 56 2465 111 91 71 2354 2329
internal_count=3121 219 2902 199 179 142 107 82 2880 67 47 2813 2787 2766 2743 44 2699 57 2642 2613 2579 2523 2493 56 2465 111 91 71 2354 2329
is_linear=0
shrinkage=0.1


Tree=5231
num_leaves=31
num_cat=0
split_feature=132 1185 393 50 133 133 133 403 133 15 1213 12 12 1213 42 42 15 1213 1213 133 15 131 131 480 13 130 42 43 4 15
split_gain=1.94137e-07 1.3798e-06 4.89223e-07 4.47588e-07 2.51417e-07 3.82253e-07 5.93011e-07 4.37902e-07 4.21849e-07 2.70098e-07 1.87764e-07 6.23037e-07 4.85532e-07 4.02484e-07 2.79408e-06 6.73035e-06 3.31219e-06 1.30364e-06 1.05123e-06 5.52235e-07 4.00351e-07 2.24952e-07 1.16319e-06 9.20902e-07 2.55465e-06 5.44897e-07 1.30517e-06 9.5606e-07 6.50947e-07 1.88173e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.10483000000000002 0.09227500000000001 -0.45516499999999999 -0.37971999999999995 -0.14717499999999997 -0.090484999999999996 -0.015164999999999998 0.083935000000000023 -0.24064499999999997 0.094835000000000017 0.090345000000000023 -0.085284999999999986 0.087505000000000013 0.086325000000000013 0.086085000000000009 -0.082704999999999987 -0.09411499999999999 -0.030254999999999994 0.087825000000000014 0.091885000000000008 0.09055500000000001 0.11240000000000001 -0.073839999999999975 0.08610000000000001 -0.091214999999999977 -0.091784999999999992 -0.067104999999999984 0.083195000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7 -8 9 -9 11 12 20 14 15 18 -16 -15 19 -12 -3 22 23 -19 -25 26 -23 -27 -28 -30
right_child=1 10 -4 -5 5 6 7 8 -10 -11 13 -13 -14 17 16 -17 -18 21 -20 -21 -22 25 -24 24 -26 27 28 -29 29 -31
leaf_value=8.875609148617514e-06 2.5758201870000147e-05 3.1217536567445292e-06 -1.4960415469902038e-05 -1.297115303613181e-05 -1.2723324360432224e-05 1.6572705750323145e-05 1.055447387227018e-05 -4.5607016504205104e-06 3.8144541812707085e-06 -2.0617498025785609e-05 -1.7991702147160789e-06 -2.002218257985078e-05 1.274436174407172e-05 -2.2827786509878933e-05 -4.4910166485010452e-05 6.1510808510926529e-05 6.10393834774316e-06 -2.2213097552897428e-07 -1.6490355134010317e-05 2.1419074604409618e-05 -1.4110884974518111e-05 2.8390681200378475e-05 -1.9452748752120252e-05 3.9260920623616715e-05 -1.0677326598909077e-05 6.9137272517268274e-06 -7.7424480214176586e-06 -2.2916450515844017e-05 8.0458277049425925e-07 2.9481866699320058e-05
leaf_weight=32 21 28 29 27 23 21 21 22 27 20 21 20 21 25 20 24 35 2250 25 20 26 21 31 21 20 22 50 21 150 27
leaf_count=32 21 28 29 27 23 21 21 22 27 20 21 20 21 25 20 24 35 2250 25 20 26 21 31 21 20 22 50 21 150 27
internal_value=0 2.18253e-07 -2.85007e-06 -1.03038e-06 9.11799e-07 -9.90006e-07 1.44122e-06 -2.08946e-06 -5.93761e-06 -1.22068e-05 3.18945e-08 -4.33985e-06 -1.57897e-07 1.81128e-07 5.31058e-06 1.61622e-05 -1.24466e-05 -1.00817e-07 -3.28181e-07 9.5268e-06 -5.17544e-06 1.16624e-07 -2.11842e-07 4.85107e-08 1.49008e-05 2.73758e-06 4.53943e-06 -7.6545e-06 2.33293e-06 5.17908e-06
internal_weight=0 2899 222 193 166 134 111 90 69 42 2878 95 75 2783 145 90 55 2638 66 41 54 2613 2322 2291 41 291 248 43 227 177
internal_count=3121 2899 222 193 166 134 111 90 69 42 2878 95 75 2783 145 90 55 2638 66 41 54 2613 2322 2291 41 291 248 43 227 177
is_linear=0
shrinkage=0.1


Tree=5232
num_leaves=31
num_cat=0
split_feature=400 2 12 400 130 15 1185 15 15 15 51 484 12 45 3 3 13 43 157 51 1 48 0 448 4 2 51 3 0 43
split_gain=1.88222e-07 7.47404e-07 9.44303e-07 6.53006e-07 5.60391e-07 1.31876e-06 2.42616e-07 2.08851e-07 1.49224e-06 1.04887e-06 9.30476e-07 7.62098e-07 6.87621e-07 5.626e-07 6.32599e-07 2.27311e-06 9.34957e-07 8.47374e-07 7.54682e-07 1.13105e-06 1.27202e-06 1.26613e-06 2.23823e-06 1.16944e-06 9.95688e-07 1.45793e-06 1.24157e-06 5.93341e-07 2.23672e-06 3.56425e-06
threshold=-0.08262499999999999 0.080205000000000012 0.087505000000000013 -0.081639999999999976 0.08610000000000001 0.084905000000000022 -0.083264999999999992 -0.10203999999999998 -0.099734999999999976 -0.10653 -0.10316499999999999 -0.088124999999999981 0.11527000000000001 0.094030000000000016 -0.013929999999999998 -0.0096849999999999974 -0.15416999999999995 -0.081779999999999978 -0.080799999999999983 0.093135000000000009 0.10781 -0.072824999999999987 -0.23051499999999997 -0.067634999999999987 -0.15289999999999995 0.097070000000000004 0.082455000000000014 -0.055119999999999995 -0.080119999999999983 -0.050459999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -4 -5 9 -9 10 -8 -12 -13 14 16 -16 -10 -17 -19 21 -21 23 -23 -20 25 -24 -26 -18 -29 -30
right_child=3 2 4 6 -6 -7 7 8 13 -11 11 12 -14 -15 15 17 27 18 19 20 -22 22 24 -25 26 -27 -28 28 29 -31
leaf_value=1.8197432434265336e-05 -1.7735070009837814e-05 -1.3031558156964476e-05 2.928002544611748e-05 1.0937937709059043e-05 -6.2077155606940245e-06 -5.0341353839723438e-06 -1.6536164209052611e-05 -2.5858762416211665e-05 -2.0889971483978552e-05 1.8945657489949196e-05 1.8987264244666827e-05 -2.6241108338637566e-07 1.6807491279905663e-05 -1.6560814670117994e-05 3.0496610825452834e-05 -1.7175998966748644e-05 -1.6518159823650269e-07 -1.0236704257522433e-05 9.0730015169053039e-06 -2.2445795536138273e-05 7.7742051014586021e-06 4.248388401265402e-05 -8.1830094230732038e-07 -2.3566387377958684e-05 -2.7466960349639439e-06 3.2189094758905414e-05 2.2605483377446947e-05 9.8933841637398988e-06 -4.3722863056417446e-06 -5.3052491317170534e-05
leaf_weight=28 21 37 24 20 22 21 30 23 23 33 24 421 25 21 29 23 1838 40 21 30 26 20 23 23 99 32 24 46 53 21
leaf_count=28 21 37 24 20 22 21 30 23 23 33 24 421 25 21 29 23 1838 40 21 30 26 20 23 23 99 32 24 46 53 21
internal_value=0 3.69541e-06 -2.08977e-07 -1.63207e-07 6.87215e-06 1.32668e-05 -3.88776e-08 -1.13347e-07 -5.08769e-07 1.67829e-06 5.38643e-07 1.62852e-06 6.94422e-07 -2.65019e-07 -1.20686e-07 3.56068e-06 -8.45437e-07 1.39685e-06 2.66068e-06 4.39187e-06 -8.41508e-06 7.35547e-06 1.07652e-05 -7.9885e-06 7.20134e-06 1.8386e-05 2.20007e-06 -6.0998e-07 -7.42282e-06 -1.81869e-05
internal_weight=0 132 104 2989 67 45 2968 2948 2415 533 500 470 446 2392 2371 390 1981 361 338 298 56 242 198 44 178 55 123 1958 120 74
internal_count=3121 132 104 2989 67 45 2968 2948 2415 533 500 470 446 2392 2371 390 1981 361 338 298 56 242 198 44 178 55 123 1958 120 74
is_linear=0
shrinkage=0.1


Tree=5233
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 46 46 1428 12 130 130 394 154 1456 471 471 1455 0 1455 158 474 2 474 157 160 1 4 474 15 157 1371
split_gain=2.17043e-07 5.72004e-06 2.99341e-06 1.03768e-06 1.96591e-07 3.29148e-07 2.73456e-07 1.97538e-07 5.76007e-07 2.64323e-07 2.68055e-07 2.42712e-07 2.6603e-07 3.32073e-07 4.17483e-07 3.21717e-07 5.52107e-07 4.40416e-07 2.81783e-07 3.10621e-07 7.68148e-07 2.71229e-06 1.14038e-06 8.62422e-07 7.1991e-07 6.20672e-07 5.12641e-07 3.00932e-06 1.18784e-06 8.96492e-07
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.10987500000000001 0.083550000000000013 -0.070379999999999984 0.23631000000000002 -0.22461999999999996 -0.089704999999999993 1.0000000180025095e-35 0.085530000000000009 0.11510000000000002 0.094575000000000006 0.089900000000000022 -0.097209999999999977 -0.084144999999999984 -0.089344999999999994 -0.47356499999999996 0.08708500000000001 0.087470000000000006 0.089005000000000015 -0.081889999999999991 -0.079009999999999983 0.10672000000000002 0.50996500000000011 0.08393500000000001 -0.015039999999999998 -0.086079999999999976 0.083235000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 -4 8 -8 -10 11 12 13 14 15 16 -11 -17 -19 26 21 -21 -22 -24 -25 -26 29 -28 -29 -20
right_child=2 -3 4 -5 -6 -7 7 -9 9 10 -12 -13 -14 -15 -16 17 -18 18 19 20 22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=1.990322429075727e-07 -3.6975853212921231e-05 5.2660659405643994e-05 9.1337630279171702e-06 -2.3824598702049116e-05 9.4684686636335091e-06 -1.1009719801896373e-05 1.4585113225014844e-05 -9.6850830988701308e-06 -8.7272270970320936e-06 4.2842387119890193e-06 1.1553171207197011e-05 -1.0775442514917207e-05 8.2160253721387846e-06 -1.0392797809154511e-05 1.2388645791361343e-05 1.3248227693111404e-05 -1.7636923965053738e-05 1.1731689608041053e-05 -4.7172040270493784e-07 4.3129465448146225e-05 -1.8099693861254688e-05 -2.0339408068209128e-07 2.0636885878388966e-05 -1.673317159916873e-05 1.8588111070130255e-05 -6.3251692222365826e-06 -3.1405886101217271e-05 2.3736239049669722e-05 -5.6885419105449679e-06 1.4825497857647209e-05
leaf_weight=178 22 21 33 20 22 27 27 21 35 20 20 21 39 31 27 25 27 20 2168 20 30 52 24 21 20 20 34 23 34 39
leaf_count=178 22 21 33 20 22 27 27 21 35 20 20 21 39 31 27 25 27 20 2168 20 30 52 24 21 20 20 34 23 34 39
internal_value=0 3.03566e-06 -2.29086e-07 -2.2276e-06 5.16186e-08 -2.08694e-08 8.39342e-08 -2.28007e-08 5.02666e-08 -9.24392e-08 1.88748e-08 -6.67229e-08 1.7377e-08 -1.03969e-07 1.85168e-08 -1.11089e-07 -8.30877e-06 4.12002e-08 -9.06065e-08 -1.85756e-07 3.73353e-06 1.18335e-05 -1.33777e-06 4.57821e-06 -1.73996e-06 6.13147e-06 -5.04688e-07 -7.86019e-06 6.18462e-06 -2.01403e-07
internal_weight=0 219 2902 198 2880 2858 2831 2798 2777 2750 2715 2695 2674 2635 2604 2577 47 2530 2505 2485 187 72 115 85 61 40 2298 91 57 2207
internal_count=3121 219 2902 198 2880 2858 2831 2798 2777 2750 2715 2695 2674 2635 2604 2577 47 2530 2505 2485 187 72 115 85 61 40 2298 91 57 2207
is_linear=0
shrinkage=0.1


Tree=5234
num_leaves=31
num_cat=0
split_feature=130 12 46 46 142 47 0 15 47 47 147 148 150 151 147 147 48 9 3 131 51 403 51 51 16 13 0 52 4 3
split_gain=2.18407e-07 5.69909e-07 1.91952e-07 3.87687e-07 3.09544e-07 2.87344e-07 1.76728e-06 6.43046e-06 1.96302e-06 9.61848e-07 4.00209e-07 4.27958e-07 3.59449e-07 1.59168e-06 1.01564e-06 4.16279e-07 4.59192e-07 3.94495e-07 8.94435e-07 3.24525e-07 3.54859e-07 1.04156e-06 2.8983e-06 6.0849e-07 2.42894e-06 4.90591e-07 7.74562e-07 6.85279e-07 5.16041e-07 8.59595e-07
threshold=-0.23647499999999996 0.23631000000000002 0.096120000000000011 1.0000000180025095e-35 -0.057499999999999989 0.092165000000000011 -0.10224499999999999 -0.11033999999999998 0.09550500000000002 0.089785000000000018 0.099730000000000027 1.0000000180025095e-35 0.12640500000000002 0.015440000000000001 0.092070000000000013 0.090115000000000015 -0.089814999999999992 0.08925000000000001 -0.014944999999999998 0.13767000000000004 0.094075000000000006 -0.0031149999999999997 0.096505000000000021 0.090230000000000019 -0.087659999999999988 0.10002500000000002 0.041630000000000007 -0.07278999999999998 0.0033150000000000007 -0.073884999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 9 7 -7 -8 10 11 12 14 -14 15 16 -6 19 -19 20 23 -22 -23 -18 -25 26 27 -24 29 -29
right_child=1 -3 -4 -5 5 6 8 -9 -10 -11 -12 -13 13 -15 -16 -17 17 18 -20 -21 21 22 25 24 -26 -27 -28 28 -30 -31
leaf_value=-1.0416509367132677e-05 -1.1595948312194948e-05 1.6105004628612237e-05 7.4247522875606705e-06 -1.4007806657900802e-05 1.5010643169045493e-05 1.4672683871388225e-06 2.9893529054706138e-05 -6.4747560597879785e-05 -1.5175656134129686e-06 2.1202420463272246e-05 1.1692271920461887e-05 -1.2944788503773453e-05 -3.0210755148800672e-05 5.5406926741962902e-06 2.0033495603946414e-05 -1.3852773190592417e-05 -6.3042894298307392e-08 2.2116541644209064e-05 -5.8780226091974854e-06 -1.2101515792230865e-05 -1.4806398367336779e-05 4.1327461587484109e-05 1.559601849909514e-05 8.9671232854016128e-06 -3.7788087029184686e-05 1.5322193525207696e-05 -1.5569121581812888e-05 -2.7815424696424001e-06 -1.2369436063051712e-05 2.0275826070494742e-05
leaf_weight=20 23 22 34 20 21 55 22 20 208 22 30 25 20 33 26 21 2142 25 21 22 27 21 34 25 20 25 26 61 28 22
leaf_count=20 23 22 34 20 21 55 22 20 208 22 30 25 20 33 26 21 2142 25 21 22 27 21 34 25 20 25 26 61 28 22
internal_value=0 6.7189e-08 -4.7404e-08 -1.30837e-07 -3.90884e-08 4.94552e-08 -2.85983e-06 -1.619e-05 1.48697e-06 3.78462e-07 2.07199e-07 7.6934e-08 2.01187e-07 -7.95042e-06 3.69491e-07 1.68285e-07 2.85127e-07 1.61383e-07 9.33641e-06 -1.06721e-08 9.87473e-08 3.71589e-06 6.0205e-06 -3.04811e-07 -1.1813e-05 2.23761e-06 3.24663e-07 3.17458e-06 -6.30181e-07 3.33005e-06
internal_weight=0 3101 3079 3045 3025 3002 305 75 230 2697 2675 2645 2620 53 2567 2541 2520 2499 46 2453 2431 244 217 2187 45 196 171 145 111 83
internal_count=3121 3101 3079 3045 3025 3002 305 75 230 2697 2675 2645 2620 53 2567 2541 2520 2499 46 2453 2431 244 217 2187 45 196 171 145 111 83
is_linear=0
shrinkage=0.1


Tree=5235
num_leaves=31
num_cat=0
split_feature=147 142 11 147 148 48 1446 1365 44 158 48 457 3 3 4 132 12 1211 3 3 3 399 472 3 42 3 2 482 482 484
split_gain=1.99025e-07 4.10592e-07 5.0615e-07 3.4649e-07 4.64518e-07 2.46662e-07 2.75397e-07 2.69904e-07 2.81802e-07 8.04553e-07 4.02392e-07 7.72864e-07 3.19534e-07 8.97324e-07 4.96703e-06 6.19156e-07 7.4169e-06 4.6353e-06 6.84814e-07 6.06741e-07 1.05644e-06 6.76013e-07 6.74939e-07 5.99828e-07 3.40954e-06 2.28119e-06 1.29486e-06 6.10432e-07 1.37534e-06 1.28391e-06
threshold=0.11204500000000002 -0.057499999999999989 -0.014494999999999999 0.095485000000000014 -0.098399999999999974 0.14257500000000004 0.11655500000000001 0.087370000000000017 0.099360000000000018 -0.47356499999999996 0.12879500000000002 0.41269500000000009 -0.081054999999999974 -0.080634999999999984 -0.077679999999999985 -0.083284999999999984 0.091545000000000015 0.11048500000000001 -0.084964999999999985 -0.080484999999999987 -0.080104999999999996 -0.065739999999999979 -0.065034999999999996 -0.078724999999999976 0.087405000000000024 -0.078344999999999984 0.090050000000000005 0.098465000000000011 0.090355000000000005 0.10126500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 9 -6 11 12 15 14 -14 16 18 -17 -11 -15 -21 -22 -23 24 -24 -25 -26 28 29 -27
right_child=-2 2 3 -5 5 -7 -8 -9 -10 10 -12 -13 13 19 -16 17 -18 -19 -20 20 21 22 23 25 26 27 -28 -29 -30 -31
leaf_value=1.4352120188050322e-05 -9.071349275776204e-06 -1.5136194980930834e-05 -1.2408164817922323e-05 1.0124970161568319e-05 1.762639885083235e-05 9.6123427822560731e-06 -8.8070634904267668e-06 1.0906413650524844e-05 -1.1511351606584089e-05 9.2598801092878468e-07 -1.2428230407889576e-05 1.9182126734882507e-05 -5.3341329585236967e-05 1.4784347353270278e-05 9.4631966824047555e-06 1.2085184138215857e-06 6.3390317063749538e-05 -4.0656221507459935e-05 -1.9475216062606445e-05 -1.7152983836683397e-05 1.6934128157944625e-05 1.4886482733063363e-05 -3.2332201827155067e-05 3.0036560432715004e-05 -4.6700924836581441e-06 -7.1556842013376321e-07 2.7226471629546723e-05 -1.3101011731811102e-05 2.2049859070705226e-05 -2.5136497725952722e-05
leaf_weight=20 24 22 30 34 26 27 35 23 21 76 26 21 20 25 34 1292 20 27 21 39 22 27 37 24 35 1004 20 41 26 22
leaf_count=20 24 22 30 34 26 27 35 23 21 76 26 21 20 25 34 1292 20 27 21 39 22 27 37 24 35 1004 20 41 26 22
internal_value=0 7.03086e-08 -2.25209e-08 8.63174e-08 -2.66632e-08 9.75244e-08 1.0851e-08 1.1622e-07 3.08197e-08 1.14835e-07 -4.44162e-08 6.92369e-08 -7.34981e-08 -1.16248e-06 -1.37977e-05 9.69979e-07 7.9419e-06 3.51545e-07 -3.49077e-06 -6.4636e-07 -9.43791e-07 -4.4128e-07 -7.50551e-07 -1.09977e-06 -8.86104e-06 -4.6052e-07 6.92866e-06 -1.13017e-06 -6.63629e-07 -1.23921e-06
internal_weight=0 3097 3077 3055 3021 2991 2964 2929 2906 2885 2859 2833 2812 1376 54 1436 117 1319 97 1322 1297 1258 1236 1209 92 1117 55 1093 1052 1026
internal_count=3121 3097 3077 3055 3021 2991 2964 2929 2906 2885 2859 2833 2812 1376 54 1436 117 1319 97 1322 1297 1258 1236 1209 92 1117 55 1093 1052 1026
is_linear=0
shrinkage=0.1


Tree=5236
num_leaves=31
num_cat=0
split_feature=1211 403 401 402 1205 401 1213 2 43 1186 1211 1204 1203 390 1177 133 133 49 402 43 15 43 16 52 16 13 133 1212 1213 3
split_gain=2.01474e-07 4.18893e-07 3.22424e-07 8.27421e-07 4.28098e-07 2.39138e-07 2.77394e-07 1.07014e-06 1.01173e-06 4.30932e-07 2.67706e-07 2.41906e-07 4.02573e-07 2.36105e-07 3.75898e-07 2.41163e-07 6.47874e-07 5.49784e-07 8.30361e-07 1.74013e-06 7.87072e-07 7.80253e-07 9.11711e-07 6.70759e-07 4.38116e-07 4.16369e-07 3.78676e-07 3.84169e-07 1.14728e-06 4.86519e-06
threshold=0.11716500000000001 0.022375000000000003 -0.46360499999999999 -0.45454999999999995 1.0000000180025095e-35 0.13729500000000003 0.11076500000000002 0.084415000000000004 -0.0040649999999999983 -0.13028499999999998 0.091735000000000011 0.057120000000000011 -1.0000000180025095e-35 0.087590000000000015 -0.074249999999999997 -0.085499999999999979 -0.088004999999999986 0.10347500000000003 0.085720000000000018 0.035560000000000008 -0.09551999999999998 0.0041500000000000009 -0.092804999999999985 0.083680000000000018 -0.088394999999999987 -0.048784999999999995 -0.082009999999999986 -0.092474999999999988 -0.087969999999999979 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 9 -8 -9 -5 11 12 -11 15 -15 16 17 18 19 23 -21 22 -20 -14 -24 -22 -17 -28 29 -29
right_child=1 -3 3 4 -6 -7 7 8 -10 10 -12 -13 13 14 -16 26 -18 -19 21 20 25 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.0985179505951238e-05 1.3314890054516582e-05 -4.8613935004617645e-06 1.5986247157684377e-05 1.4607605517085175e-05 -1.4760827343707206e-05 9.4670754501399096e-06 1.2620683437489789e-05 -2.9844714916417496e-05 1.5123332559596749e-07 1.2697535057668575e-05 -8.69135804022234e-06 -1.0972630707328791e-05 -3.4660684825492074e-05 -1.2188843470539725e-06 1.7343789922961152e-05 1.118404815931553e-05 -2.0045259178687049e-05 9.8166682714930326e-06 2.748603524310056e-05 -1.4566712223833227e-05 1.1106506191126936e-05 -7.7149058872533326e-06 -8.8132788922242376e-06 -1.0301620150130475e-05 8.742295755258634e-06 -2.0702728789519125e-06 1.0168352280350126e-05 7.8300218086263393e-06 2.5444247336273923e-07 -5.2433360476589731e-05
leaf_weight=27 32 21 32 20 20 26 20 23 22 25 36 20 26 24 20 31 20 38 20 35 38 43 21 20 44 65 37 37 2257 21
leaf_count=27 32 21 32 20 20 26 20 23 22 25 36 20 26 24 20 31 20 38 20 35 38 43 21 20 44 65 37 37 2257 21
internal_value=0 6.11297e-06 -1.05601e-07 -9.00456e-09 -1.7911e-07 -8.15411e-08 -1.65329e-07 -6.62596e-06 -1.518e-05 -2.04219e-08 -1.22076e-07 -1.35277e-08 6.41413e-08 -4.87778e-08 7.21869e-06 -1.64931e-07 -2.5402e-06 -1.53992e-06 -2.92309e-06 -7.2259e-06 -1.61127e-06 3.2622e-06 8.81533e-06 -2.40698e-05 3.07049e-06 2.79106e-06 2.0387e-07 5.91479e-08 -1.02425e-07 -1.39895e-05
internal_weight=0 53 3068 3041 3009 2989 2963 65 45 2898 2878 2842 2822 2797 44 2753 370 350 312 184 138 128 85 46 65 103 2383 2352 2315 58
internal_count=3121 53 3068 3041 3009 2989 2963 65 45 2898 2878 2842 2822 2797 44 2753 370 350 312 184 138 128 85 46 65 103 2383 2352 2315 58
is_linear=0
shrinkage=0.1


Tree=5237
num_leaves=31
num_cat=0
split_feature=1213 46 44 1456 483 484 0 160 12 51 157 1375 47 47 47 1429 48 0 1374 48 150 0 0 1210 0 0 0 133 12 15
split_gain=1.89635e-07 1.89384e-07 7.95202e-07 2.96473e-07 2.30061e-07 2.24016e-07 5.55738e-07 4.41655e-07 1.37029e-06 1.16244e-06 3.40072e-07 3.05577e-07 2.75687e-07 1.54373e-06 1.10706e-06 4.37877e-07 5.15128e-07 6.54701e-07 4.53507e-07 4.7208e-07 4.12851e-07 3.95963e-07 4.11922e-06 1.83985e-06 1.01211e-06 1.11981e-06 9.94247e-07 5.27006e-06 9.48654e-07 9.37168e-07
threshold=0.51370000000000016 0.084955000000000017 0.10049500000000001 0.11772000000000001 -0.47181499999999993 -0.23687999999999995 -0.082724999999999979 0.11055500000000001 0.090695000000000012 -0.019375 -0.52541999999999989 0.10659 0.092165000000000011 0.096175000000000024 0.088915000000000008 -0.10379499999999998 -0.11155999999999998 -0.24955499999999997 0.092505000000000018 -0.089099999999999999 0.12640500000000002 -0.083804999999999977 -0.084044999999999995 -0.41266499999999995 -0.084509999999999988 -0.085134999999999975 -0.085754999999999984 0.08622500000000001 0.08598500000000002 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6 10 9 -9 -7 12 14 -14 15 -12 -17 -18 19 -19 21 22 24 -23 25 26 -21 -28 -27 -26
right_child=-2 2 -4 -5 5 7 -8 8 -10 -11 11 -13 13 -15 -16 16 17 18 -20 20 -22 23 -24 -25 29 28 27 -29 -30 -31
leaf_value=9.7042132892966051e-06 9.7061803148790202e-06 2.1350116403482391e-05 -4.958059989129887e-06 -8.8225710500503348e-06 -2.4791808288845906e-06 -1.1919045853877226e-05 1.5458694093878523e-05 1.9445492403065148e-05 -3.0234672576625601e-05 -1.1476968600090328e-05 1.2047556280473753e-05 1.1774596582240934e-05 -2.5764895191834376e-05 -6.0522166852894188e-07 1.905369009041498e-05 -1.3593542811512244e-05 1.6839708721659998e-05 1.495536787496392e-05 -1.3510796838090756e-05 -1.425681423052033e-06 1.0375993676732194e-05 3.0295721366461035e-05 -4.6629076887256819e-05 4.433324997121763e-07 -5.2346102165756745e-07 -5.4598409639229663e-06 3.4189005566531706e-05 -2.8232254563980474e-05 -3.1822403529769788e-05 3.0089741840129137e-05
leaf_weight=24 20 20 27 39 39 24 31 20 20 31 30 22 27 252 31 28 23 21 25 907 37 21 20 1223 20 39 38 21 21 20
leaf_count=24 20 20 27 39 39 24 31 20 20 31 30 22 27 252 31 28 23 21 25 907 37 21 20 1223 20 39 38 21 21 20
internal_value=0 -6.2599e-08 6.23691e-06 -1.59546e-07 -4.74872e-08 -1.25736e-07 5.46474e-06 -2.59708e-07 -8.05028e-06 6.49487e-07 -6.5627e-08 3.5039e-08 -5.70688e-08 -3.04003e-06 2.72534e-07 3.90869e-08 -1.0712e-07 4.78963e-08 -1.12158e-07 2.81122e-08 -1.04322e-07 -2.70748e-07 -1.66597e-06 9.47272e-07 -8.22389e-07 -1.43079e-06 -6.07441e-07 1.19713e-05 -1.46867e-05 1.47831e-05
internal_weight=0 3101 47 3054 3015 2991 70 2921 71 51 2850 2826 2804 279 2525 2494 2464 2436 2413 2388 2367 2330 1086 1244 1066 1026 966 59 60 40
internal_count=3121 3101 47 3054 3015 2991 70 2921 71 51 2850 2826 2804 279 2525 2494 2464 2436 2413 2388 2367 2330 1086 1244 1066 1026 966 59 60 40
is_linear=0
shrinkage=0.1


Tree=5238
num_leaves=31
num_cat=0
split_feature=401 1213 3 16 402 1209 1208 1213 4 394 1212 1212 402 1210 401 12 13 43 4 12 12 12 4 48 403 155 15 3 42 131
split_gain=1.96401e-07 2.50554e-07 1.00042e-06 6.95756e-07 3.04102e-07 4.45562e-07 3.60378e-07 2.81336e-07 6.23371e-07 4.98611e-07 2.77252e-07 5.42212e-07 4.58237e-07 1.0204e-06 3.32113e-07 3.20428e-07 9.1492e-07 7.29491e-07 1.14167e-06 4.92122e-07 1.30551e-06 1.14568e-06 1.42207e-06 9.12778e-07 5.85296e-07 5.39779e-07 3.9666e-07 3.84812e-07 4.22146e-07 3.83526e-07
threshold=0.13837000000000002 0.18587500000000004 -0.077354999999999993 -0.082779999999999979 0.23460000000000003 0.14268500000000003 0.11198500000000002 0.11076500000000002 -0.080924999999999983 0.264685 0.11796000000000001 0.10610000000000001 -0.45015499999999992 0.10944500000000001 -0.099524999999999988 0.11472500000000001 -0.051094999999999995 -0.24021999999999996 0.11275500000000001 0.098810000000000023 0.10061500000000002 0.10149500000000002 -0.08835999999999998 0.086425000000000016 0.041145000000000008 0.14230000000000001 -0.066844999999999988 -0.071329999999999991 -0.058859999999999989 0.11767000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 9 -9 10 11 12 -1 14 -14 19 -17 -18 26 25 -21 -22 -23 24 27 29 -19 28 -24 -16
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 -11 -12 -13 13 -15 15 16 17 18 -20 20 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.1715072956907204e-05 -9.6381953751136144e-06 -1.5009172664742272e-05 2.4214227319351353e-05 9.3743307043041583e-06 -1.2061305334923202e-05 1.4529553473472507e-05 -1.3141501053074275e-05 -1.9876340031094682e-05 3.6689726110363036e-06 1.5860759085626344e-05 -8.704149452872419e-06 1.5094215283776672e-05 -1.1505514732562006e-05 2.1589796803957805e-05 -5.1116286840106108e-08 2.0189692191555273e-05 1.4134133765158669e-05 1.1545502958801207e-05 -2.3083179653242595e-05 -2.1271989634185913e-05 2.026949394733761e-05 -2.710471244031594e-05 1.5371383036229724e-05 -1.7363886046531172e-05 1.8917443704822292e-05 1.620396830427732e-05 -4.0745121057969647e-06 -7.9248834260176191e-06 -1.4045173077192886e-06 1.0805492214179443e-05
leaf_weight=33 21 22 21 25 21 21 21 22 23 20 36 24 25 22 2330 30 30 29 23 39 22 23 24 26 20 21 37 37 40 33
leaf_count=33 21 22 21 25 21 21 21 22 23 20 36 24 25 22 2330 30 30 29 23 39 22 23 24 26 20 21 37 37 40 33
internal_value=0 6.53005e-08 6.06846e-06 -2.03922e-06 -6.9335e-08 1.43021e-08 -8.76445e-08 4.68662e-09 -7.84207e-06 1.25447e-07 1.70773e-08 1.26549e-07 2.39347e-10 1.37772e-07 -3.1444e-08 7.23374e-08 4.58298e-06 6.48517e-07 -3.8972e-06 -1.84675e-07 -4.59172e-06 -1.20354e-06 -3.9824e-06 -3.64628e-07 3.2881e-06 2.42351e-07 2.78883e-06 1.93186e-07 4.88645e-06 1.00499e-07
internal_weight=0 3100 68 47 3032 3011 2990 2969 45 2924 2904 2868 2844 2811 2789 2764 149 119 89 2615 231 192 170 147 121 2384 66 101 64 2363
internal_count=3121 3100 68 47 3032 3011 2990 2969 45 2924 2904 2868 2844 2811 2789 2764 149 119 89 2615 231 192 170 147 121 2384 66 101 64 2363
is_linear=0
shrinkage=0.1


Tree=5239
num_leaves=31
num_cat=0
split_feature=48 1 1 0 45 11 33 48 48 43 48 43 150 150 150 10 16 1 1455 1446 479 48 0 48 4 16 13 151 12 2
split_gain=1.9886e-07 9.23717e-07 1.08256e-06 3.71977e-07 3.50628e-07 1.28718e-06 5.97181e-07 3.10151e-07 1.33736e-06 1.67403e-06 1.17958e-06 1.12465e-06 9.28537e-07 1.94095e-06 2.41972e-06 6.00781e-07 7.45871e-06 3.04589e-06 4.31446e-07 3.99322e-07 6.47311e-07 4.00391e-07 3.96204e-07 9.41333e-07 6.31916e-07 4.7157e-07 4.36158e-07 3.51958e-07 2.40289e-06 4.71721e-06
threshold=0.12474000000000002 0.11212500000000002 0.12456000000000002 -0.060129999999999996 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.089670000000000014 0.087555000000000008 -0.010739999999999998 0.086035000000000014 -0.0073899999999999999 0.099590000000000026 0.090480000000000019 0.087000000000000008 -0.0093599999999999985 -0.056919999999999991 0.11846000000000002 0.082590000000000011 -0.09143999999999998 0.10713500000000002 0.084670000000000009 -0.10151999999999999 0.10891500000000001 0.0033150000000000007 -0.040964999999999994 -0.072309999999999985 -0.10737499999999998 0.083715000000000026 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 -1 -7 8 10 -10 15 -12 13 14 18 16 17 -8 22 -17 21 27 23 -9 25 -24 -26 28 -21 -30
right_child=1 2 3 -5 -6 6 7 12 9 -11 11 -13 -14 -15 -16 19 -18 -19 -20 20 -22 -23 24 -25 26 -27 -28 -29 29 -31
leaf_value=2.2094799466615842e-05 1.9441102951281336e-05 -2.0196531290314373e-05 1.3488155543276056e-05 -3.8647829482908408e-06 -1.3343422797333914e-05 -1.5962868658903062e-05 -4.332352462370182e-05 1.8382128291705158e-05 2.4746155109564176e-06 3.8741755938644933e-05 -3.6719761965287034e-07 -3.3902940068060161e-05 -2.117796763671392e-05 2.220414077577692e-05 -3.7686060586565873e-05 -1.351224320222338e-05 5.3757058331939336e-05 6.4236648711357702e-06 1.220025501370834e-05 3.0013669963377004e-05 1.3330824879176362e-05 1.1301495884860439e-05 1.2285336387798279e-05 -7.8218573372427708e-06 -2.6184735033893958e-05 -4.227587329779101e-06 -6.849537112429971e-06 -5.6063434140040977e-07 -4.4968215770495594e-05 1.5031588186263291e-05
leaf_weight=26 29 22 30 21 20 24 20 26 35 20 20 20 26 31 20 22 25 32 21 28 36 30 21 29 20 98 28 2283 20 38
leaf_count=26 29 22 30 21 20 24 20 26 35 20 20 20 26 31 20 22 25 32 21 28 36 30 21 29 20 98 28 2283 20 38
internal_value=0 4.34267e-06 -1.65534e-06 6.34283e-06 -1.46733e-07 -5.87254e-08 -2.52466e-07 -1.2461e-07 2.33181e-07 1.56627e-05 -9.65088e-08 -1.71351e-05 -3.06408e-06 -1.46217e-06 -4.25174e-06 1.7245e-07 8.8703e-06 -1.27099e-05 -1.49994e-06 -1.00132e-07 2.10452e-08 -1.78685e-07 -2.79591e-06 4.56548e-06 -5.22032e-06 -1.31354e-06 -1.49059e-05 -3.24065e-07 5.95603e-06 -5.658e-06
internal_weight=0 102 73 51 3019 2999 2973 2949 2629 55 2574 40 320 294 263 2534 77 52 243 2457 2435 2399 222 55 167 119 48 2369 86 58
internal_count=3121 102 73 51 3019 2999 2973 2949 2629 55 2574 40 320 294 263 2534 77 52 243 2457 2435 2399 222 55 167 119 48 2369 86 58
is_linear=0
shrinkage=0.1


Tree=5240
num_leaves=31
num_cat=0
split_feature=448 0 15 448 148 148 48 16 16 457 3 457 1374 457 0 3 158 52 16 16 16 15 3 52 3 1 1 2 40 13
split_gain=2.12608e-07 6.00913e-07 1.06336e-06 2.60775e-07 2.40207e-07 4.88545e-07 2.71605e-07 1.03647e-06 5.36295e-07 3.11622e-07 2.72915e-07 1.43252e-06 1.05324e-06 9.98371e-07 8.76088e-07 6.7319e-07 4.75411e-07 6.64874e-07 8.92157e-07 6.38615e-07 5.1936e-07 4.12597e-07 1.99563e-06 3.32081e-06 1.60203e-06 1.54087e-06 1.33341e-05 7.21838e-06 1.02196e-06 8.5658e-07
threshold=0.068920000000000023 -0.24955499999999997 -0.10091499999999999 -0.089334999999999984 -0.098399999999999974 -0.084924999999999987 0.12474000000000002 -0.073404999999999984 -0.024819999999999998 0.31508000000000008 0.090900000000000009 -0.010114999999999997 0.093235000000000012 0.069910000000000014 -0.20211999999999997 0.10299500000000002 0.084765000000000021 -0.012859999999999998 0.064860000000000015 -0.25582999999999995 -0.046599999999999996 -0.10203999999999998 -0.0087149999999999988 -1.0000000180025095e-35 -0.013929999999999998 0.092695000000000013 0.097525000000000014 0.084145000000000011 -0.079809999999999978 -0.14179999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 9 -8 -9 10 12 -12 21 14 -13 -16 17 18 -17 -19 -21 25 24 -24 29 27 -27 -7 -26 -23
right_child=-2 3 -4 4 5 6 7 8 -10 -11 11 13 -14 -15 15 16 -18 19 -20 20 -22 22 23 -25 28 26 -28 -29 -30 -31
leaf_value=-2.2113051527412609e-06 -1.027728651479265e-05 -1.1483949002695226e-05 2.8724467556457968e-05 -1.0208360574482789e-05 1.5249374094613208e-05 -5.6349383355510604e-05 2.157717392197743e-05 -1.5421272322555524e-05 5.864329015257054e-06 -1.1109326442237945e-05 2.870105678084656e-05 -1.939828633794605e-05 -1.8738997401200205e-05 1.9722700857528255e-05 1.4622474689834537e-05 -2.6189351865468782e-05 1.1905322385659516e-05 -7.6519686391453865e-06 -1.5990204291129988e-06 2.2383628429452078e-05 -4.0585364331491296e-07 -1.4035407598890339e-05 -1.8529376295892767e-06 -3.7230716178526518e-05 3.832195345694345e-06 8.0464713379737804e-05 -1.3029221186586271e-07 3.5636964270935329e-06 3.5800242949335369e-05 -8.4199946095726716e-08
leaf_weight=25 20 20 20 23 21 23 27 20 29 26 20 24 31 25 30 25 22 34 36 20 20 45 83 39 20 23 191 160 20 1999
leaf_count=25 20 20 20 23 21 23 27 20 29 26 20 24 31 25 30 25 22 34 36 20 20 45 83 39 20 23 191 160 20 1999
internal_value=0 6.62889e-08 1.15379e-05 -1.02632e-07 -2.76567e-08 5.00586e-08 -5.66211e-08 5.84505e-06 -2.82367e-06 -2.10437e-07 -1.12385e-07 3.00473e-06 -4.15339e-07 8.27076e-07 -1.41174e-06 8.96692e-07 -1.72607e-06 -3.94748e-06 -1.1677e-05 2.42417e-06 1.09889e-05 -1.97116e-07 -7.31211e-07 -1.31622e-05 -3.48381e-09 2.77068e-06 8.53179e-06 -3.96636e-06 1.98162e-05 -3.91345e-07
internal_weight=0 3101 45 3056 3036 3013 2992 76 49 2916 2890 256 2634 236 211 187 157 135 61 74 40 2603 2206 122 2084 397 214 183 40 2044
internal_count=3121 3101 45 3056 3036 3013 2992 76 49 2916 2890 256 2634 236 211 187 157 135 61 74 40 2603 2206 122 2084 397 214 183 40 2044
is_linear=0
shrinkage=0.1


Tree=5241
num_leaves=31
num_cat=0
split_feature=456 456 130 40 160 12 3 15 12 47 52 1365 0 1375 1373 1375 1374 457 150 147 448 160 160 160 133 150 484 159 15 15
split_gain=2.16007e-07 5.16052e-07 4.603e-07 6.68176e-07 4.28703e-07 4.02768e-07 5.28041e-07 3.66461e-07 3.28094e-07 3.12422e-07 5.19184e-07 2.76347e-07 4.37408e-07 2.70069e-07 8.91517e-07 8.9441e-07 6.03424e-07 3.57413e-07 3.30842e-07 6.00205e-07 1.66116e-06 4.38902e-07 3.18737e-07 1.09829e-06 1.90059e-06 1.09245e-06 8.40182e-07 8.23911e-07 1.57958e-06 2.14678e-06
threshold=0.091580000000000009 0.089235000000000023 -0.23123999999999997 -0.24134999999999998 -0.086154999999999995 0.12477500000000001 -0.05647499999999999 0.10347000000000002 0.11734000000000001 0.096475000000000019 -0.019749999999999993 0.085025000000000017 -0.091794999999999988 0.084895000000000012 1.0000000180025095e-35 -0.4078199999999999 -0.064634999999999984 -0.10142499999999997 0.12416000000000001 0.093875000000000014 -0.050549999999999991 0.51752500000000012 0.084770000000000026 0.062030000000000009 0.085265000000000021 0.087675000000000017 0.068975000000000009 0.085035000000000013 -0.067579999999999987 0.086495000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 8 -7 -8 11 10 -6 13 -13 14 15 -5 -17 -18 19 21 -21 22 23 -19 -25 26 27 28 -24 -30
right_child=4 -3 3 5 9 6 7 -9 -10 -11 -12 12 -14 -15 -16 16 17 18 -20 20 -22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=1.4409511033167374e-05 -7.9352970722368351e-06 -1.239156157252557e-05 -1.7883068227049429e-05 -2.0305587234113112e-05 3.4157040400631645e-06 -5.3162289191277525e-06 2.2502379579236731e-05 5.0119420884584545e-06 -9.7871373769261745e-06 -1.027848593366798e-07 2.567744642874459e-05 -1.9751858850386705e-06 1.8688638085109233e-05 -8.2214395650048459e-06 1.8036858775168959e-05 1.4814080087590911e-05 -1.3205233517510351e-05 -5.2856624221981442e-08 1.0905305354661458e-05 3.8096144946090745e-06 -3.3396523613191675e-05 1.222184000025977e-05 -2.7727247054696949e-06 3.8462034865460737e-05 -5.1337110653548741e-06 1.8592278697074757e-05 1.3564545439625033e-05 -7.5591583800703302e-07 -5.1482984017638957e-05 -9.7186591116127388e-06
leaf_weight=22 20 34 21 22 22 22 23 25 35 25 20 21 20 41 27 27 21 2248 27 30 20 29 70 20 20 21 22 114 20 32
leaf_count=22 20 34 21 22 22 22 23 25 35 25 20 21 20 41 27 27 21 2248 27 30 20 29 70 20 20 21 22 114 20 32
internal_value=0 -1.4088e-07 -2.0387e-09 -1.08504e-07 4.91286e-06 1.77271e-08 7.5128e-06 1.33928e-05 -1.64003e-07 8.74813e-06 1.40165e-05 -4.59072e-08 8.10473e-06 -1.64789e-07 -4.55387e-08 -2.23528e-07 -6.11593e-08 -2.10243e-07 -1.0815e-07 -2.20532e-07 -1.10728e-05 -1.15123e-08 -1.49715e-07 2.39399e-07 1.66642e-05 -3.34073e-06 -5.12598e-06 -6.86831e-06 -1.25799e-05 -2.57819e-05
internal_weight=0 3034 3000 2978 87 2957 70 48 2887 67 42 2852 41 2811 2770 2743 2721 2694 2673 2646 50 2596 2567 2288 40 279 258 236 122 52
internal_count=3121 3034 3000 2978 87 2957 70 48 2887 67 42 2852 41 2811 2770 2743 2721 2694 2673 2646 50 2596 2567 2288 40 279 258 236 122 52
is_linear=0
shrinkage=0.1


Tree=5242
num_leaves=31
num_cat=0
split_feature=130 10 0 40 2 45 1 1 15 3 13 13 13 1184 1 47 2 1 3 0 49 2 1420 2 16 2 2 4 48 3
split_gain=2.43386e-07 5.19503e-07 8.73327e-07 5.42388e-07 3.85271e-07 4.17128e-07 2.25323e-07 7.4015e-07 4.65787e-07 6.89491e-07 4.53157e-07 8.10667e-07 4.71417e-07 4.25728e-07 4.15204e-07 6.01385e-07 3.6066e-07 1.61295e-06 9.67831e-07 9.65042e-07 9.55956e-07 9.20672e-07 1.17372e-06 7.83588e-07 1.26102e-06 7.74713e-07 1.38406e-06 1.2619e-06 1.99855e-06 6.44113e-07
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 0.11588000000000001 0.11751000000000002 -0.068899999999999975 -0.068334999999999993 -0.074044999999999986 -0.085584999999999981 1.0000000180025095e-35 0.081725000000000006 0.13501500000000002 0.087885000000000019 0.11682500000000001 0.10920500000000001 -0.063814999999999997 -0.050064999999999991 0.093655000000000002 0.11510000000000002 0.056520000000000008 0.11411 0.63636000000000015 0.11067500000000001 0.10912000000000001 -0.064054999999999987 0.091635000000000008 -0.066704999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 13 -8 10 -10 11 -9 14 16 15 -12 21 18 20 -20 -18 22 23 24 25 26 -7 -27 29 -29
right_child=1 3 -4 4 -6 6 7 8 9 -11 12 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-1.0996051623806126e-05 -2.9902874389552469e-06 -1.6094761892981341e-05 2.6207885621261088e-05 -1.4455961269277397e-05 1.3529712967803271e-05 2.4032694915245598e-08 1.6027829701670271e-05 3.2033895905350506e-06 -2.1426301806232439e-05 1.6600090475549224e-07 3.0740690708626064e-05 -1.6868512165046923e-05 -3.5976950649845616e-06 -1.1560235331368556e-05 3.3261918815696848e-06 7.8621398710378412e-06 -2.1278825465742559e-05 -2.6525218390816008e-05 1.8841745895770148e-05 -4.7280183906650567e-06 2.3241957761284369e-06 1.6764491531582527e-05 -2.4176834140234861e-05 -1.7117929662792727e-05 2.4733409303562006e-05 3.0716025929948606e-05 -2.3635451965674291e-05 4.9578806101635563e-06 2.909854240897403e-05 -1.8719463896896169e-05
leaf_weight=20 21 21 20 20 21 2252 36 89 21 50 20 26 28 33 36 27 32 28 38 32 37 33 20 26 21 21 25 20 20 27
leaf_count=20 21 21 20 20 21 2252 36 89 21 50 20 26 28 33 36 27 32 28 38 32 37 33 20 26 21 21 25 20 20 27
internal_value=0 7.09177e-08 1.12527e-05 -7.89039e-08 3.17684e-08 -6.21537e-08 3.38691e-08 2.48639e-06 8.45007e-07 -6.22045e-06 3.06469e-06 -1.33461e-06 7.62251e-06 -2.72581e-07 1.14076e-05 1.75977e-05 -1.31057e-07 -4.6284e-06 -2.17535e-07 8.067e-06 -8.62213e-06 1.73632e-07 -5.14911e-08 1.48553e-07 3.36704e-07 1.20074e-07 -2.35733e-07 9.32658e-06 2.62243e-06 -8.644e-06
internal_weight=0 3101 41 3060 3039 3018 2998 333 297 71 226 115 111 2665 83 47 2632 167 139 70 69 2465 2432 2412 2386 2365 2277 88 67 47
internal_count=3121 3101 41 3060 3039 3018 2998 333 297 71 226 115 111 2665 83 47 2632 167 139 70 69 2465 2432 2412 2386 2365 2277 88 67 47
is_linear=0
shrinkage=0.1


Tree=5243
num_leaves=31
num_cat=0
split_feature=130 12 132 1185 1203 0 0 12 3 16 43 1213 401 403 1213 133 133 46 1456 483 4 481 483 2 483 1455 483 158 158 1447
split_gain=1.97143e-07 5.4577e-07 1.84509e-07 1.26359e-06 6.05812e-07 1.95713e-07 2.6684e-07 4.23523e-07 5.54527e-07 4.30386e-07 2.34797e-07 2.6188e-07 1.80286e-07 1.02075e-06 7.68596e-07 6.33886e-07 3.6241e-07 1.72069e-07 2.58215e-07 2.25265e-07 8.68494e-07 8.84242e-07 5.21465e-07 4.27201e-07 2.99327e-07 2.60578e-07 5.89853e-07 4.83016e-07 7.22572e-07 4.81612e-07
threshold=-0.23647499999999996 0.23631000000000002 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.098289999999999975 -0.092089999999999991 0.11418000000000002 -0.073309999999999986 -0.072804999999999981 -0.011244999999999998 0.085835000000000009 -0.078179999999999986 -0.072624999999999981 -0.063509999999999997 0.51114000000000004 0.41892500000000005 0.084955000000000017 0.11772000000000001 -0.095689999999999983 -0.014149999999999998 -0.073474999999999985 -0.088629999999999987 0.091185000000000002 -0.08155999999999998 -0.097209999999999977 0.058525000000000008 -0.4686749999999999 -0.25150999999999996 -0.086279999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -7 8 9 10 -8 -12 13 -5 -15 16 17 18 19 20 21 -14 -21 -23 -24 26 -26 -27 -29 -30
right_child=1 -3 3 12 -6 6 7 -9 -10 -11 11 -13 15 14 -16 -17 -18 -19 -20 22 -22 23 24 -25 25 27 -28 28 29 -31
leaf_value=-9.8964461972173016e-06 -8.6185157191006772e-06 1.5758334352126854e-05 2.460690806228307e-05 1.9360283986316062e-05 -1.6864072267708253e-05 1.1252753538428805e-05 -6.2752701996942052e-06 -1.2124312820560591e-05 1.5878777296827387e-05 -1.4775980462218287e-05 1.2087772324775871e-05 -2.1475760277667177e-06 1.4955779430465557e-05 7.6222540569844946e-06 -1.6055726528153314e-05 -1.3154268051121445e-05 1.3435152559395647e-05 6.1262766042670012e-06 -8.2557325640664213e-06 -1.5936636100377654e-05 1.6767950190213113e-05 -1.4083893953890462e-06 1.150048870344604e-05 -2.1197289242991246e-05 -1.8952970474302951e-05 1.1586637493954707e-05 3.9505835047748405e-06 -1.6826372644538004e-05 -7.7402988214503878e-06 2.016143963379586e-07
leaf_weight=20 28 22 21 30 27 20 25 28 22 20 28 24 20 29 26 37 20 44 39 21 37 24 22 20 23 35 22 26 79 2282
leaf_count=20 28 22 21 30 27 20 25 28 22 20 28 24 20 29 26 37 20 44 39 21 37 24 22 20 23 35 22 26 79 2282
internal_value=0 6.38343e-08 -4.83057e-08 1.67481e-07 -2.82534e-06 -8.81521e-07 4.157e-07 -1.05873e-06 1.54494e-06 -1.70604e-06 1.68875e-06 5.51761e-06 -1.34879e-08 4.52241e-06 -3.57097e-06 -1.53637e-07 2.36003e-08 -7.59658e-08 -1.78946e-07 -5.8305e-08 4.57211e-06 -2.47862e-06 -2.44628e-07 -1.04033e-05 -1.12233e-07 -2.15792e-07 -7.75568e-06 -7.57031e-08 -2.46705e-07 -6.41252e-08
internal_weight=0 3101 3079 2857 222 195 167 147 119 97 77 52 2836 85 55 2751 2714 2694 2650 2611 101 64 2510 44 2489 2467 45 2422 2387 2361
internal_count=3121 3101 3079 2857 222 195 167 147 119 97 77 52 2836 85 55 2751 2714 2694 2650 2611 101 64 2510 44 2489 2467 45 2422 2387 2361
is_linear=0
shrinkage=0.1


Tree=5244
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 1208 1208 1208 403 1212 1210 3 484 481 52 52 52 12 2 2 52 3 133 1210 52 130 4 1212 1 16 1212
split_gain=1.85567e-07 5.54689e-06 3.00992e-06 1.03218e-06 1.85172e-07 3.13846e-07 3.78588e-07 1.97159e-07 1.51632e-06 1.29877e-06 2.5119e-06 1.25906e-06 2.17514e-06 8.26149e-07 2.20832e-06 1.23088e-06 1.21118e-06 7.26517e-07 1.30513e-06 9.68238e-07 2.67495e-06 1.17103e-06 1.15999e-06 1.0667e-06 1.87728e-06 5.88883e-07 1.13542e-06 9.99361e-07 4.5963e-07 4.41033e-07
threshold=-0.083284999999999984 0.10022000000000002 0.12679500000000002 0.089480000000000018 0.12461500000000002 0.10737500000000001 0.098655000000000007 -0.0047449999999999992 -0.087764999999999996 -0.064799999999999983 -0.081644999999999981 -0.081614999999999979 -0.081614999999999979 0.10611000000000001 0.11639500000000001 0.092965000000000006 0.096990000000000007 0.089885000000000007 0.093320000000000014 0.086450000000000013 -0.083489999999999995 0.12599500000000005 -0.097479999999999983 0.008405000000000001 0.084580000000000016 -0.076229999999999978 0.080440000000000011 0.090540000000000023 -0.062804999999999986 0.093985000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 7 8 -2 10 -9 -10 -13 15 -15 17 -16 19 -19 22 21 -21 -14 25 -25 27 -27 29 -20 -24
right_child=2 -3 -4 -5 -6 -7 -8 9 11 -11 -12 12 13 14 16 -17 -18 18 28 20 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=4.4124586499461924e-08 2.88627438567346e-05 5.1675041777343726e-05 -3.8871734268468572e-05 -2.3915742831377431e-05 -9.532273616059683e-06 1.1510857787773907e-05 -1.3349901549493856e-05 7.4447232327656818e-06 -1.8412547389345947e-05 4.223104151007381e-08 -4.2073925899222522e-05 3.0206662072137432e-05 -2.019613499821086e-05 -3.7617101625073702e-05 1.6545168372116537e-05 2.5219149680114329e-05 -1.5335519103907494e-05 2.418374985595887e-05 -1.0815077457664303e-05 -9.6861083500912436e-06 -3.7143790558939852e-05 2.0348143139666978e-05 -7.7405928136108244e-06 3.1009708650612191e-05 -5.5189491376950173e-06 6.2933023270618699e-06 -2.6590679720227072e-05 2.2202162055058895e-05 9.5237367531808566e-06 8.8250522167072639e-06
leaf_weight=178 20 21 20 20 20 24 21 20 32 2234 21 26 21 20 26 22 22 34 25 34 26 21 45 34 24 21 21 23 20 25
leaf_count=178 20 21 20 20 20 24 21 20 32 2234 21 26 21 20 26 22 22 34 25 34 26 21 45 34 24 21 21 23 20 25
internal_value=0 2.80692e-06 -2.1183e-07 -2.37606e-06 5.64549e-08 1.23462e-07 2.71628e-08 1.26885e-07 1.84087e-06 -2.81457e-07 -1.79185e-05 8.05546e-07 2.0606e-06 4.83455e-07 -9.69925e-06 2.232e-06 1.93319e-06 8.79815e-07 9.39678e-06 -1.401e-06 -1.0713e-05 1.78151e-06 2.12365e-06 4.55223e-06 1.58944e-05 -3.20708e-07 -1.01487e-05 4.11774e-06 -1.7756e-06 -1.82429e-06
internal_weight=0 219 2902 198 2882 2862 2838 2817 542 2275 41 522 490 464 68 396 48 374 79 295 81 55 214 193 58 135 42 93 45 70
internal_count=3121 219 2902 198 2882 2862 2838 2817 542 2275 41 522 490 464 68 396 48 374 79 295 81 55 214 193 58 135 42 93 45 70
is_linear=0
shrinkage=0.1


Tree=5245
num_leaves=31
num_cat=0
split_feature=400 399 1 13 130 400 393 393 1213 160 12 12 1213 1213 42 3 1209 402 4 1210 1212 1212 160 13 2 1212 394 1184 394 0
split_gain=1.99471e-07 7.31597e-07 7.84957e-07 7.63033e-07 9.75063e-07 5.22715e-07 2.66792e-07 2.15958e-07 1.99846e-07 2.72158e-06 1.84078e-06 1.28342e-06 8.9651e-07 7.34327e-07 4.60319e-07 1.01428e-06 3.83052e-07 3.03845e-07 1.08966e-06 5.95624e-07 2.76803e-07 9.79775e-07 5.62345e-07 5.57837e-07 9.76066e-07 7.03047e-07 3.01706e-07 8.65498e-07 3.19755e-07 8.13383e-07
threshold=-0.082714999999999983 0.090145000000000017 0.078340000000000007 -0.0097949999999999982 0.086055000000000006 -0.081749999999999975 0.10585500000000002 0.092175000000000021 0.04198000000000001 -0.025879999999999997 0.085325000000000012 0.087075000000000014 0.104315 1.0000000180025095e-35 0.094725000000000018 -0.080484999999999987 -0.092099999999999987 -0.45454999999999995 -0.077679999999999985 0.13089000000000003 0.087615000000000012 0.089995000000000019 -0.57146499999999989 -0.083894999999999983 0.08734500000000002 0.10167000000000001 -0.11103499999999998 0.081725000000000006 -0.085169999999999982 -0.088099999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2 7 8 13 -10 -11 -12 -13 16 15 -14 -7 18 -18 20 22 -22 -19 -23 -25 -26 -24 28 29 -28
right_child=5 -3 -4 4 -6 6 -8 -9 9 10 11 12 14 -15 -16 -17 17 19 -20 -21 21 23 26 24 25 -27 27 -29 -30 -31
leaf_value=1.9975823512652369e-05 -1.5887471073212856e-05 2.1431000495795162e-05 -1.6747335134173875e-05 -1.1818054434166294e-05 1.3063412616734889e-05 1.0911495513526814e-05 8.7525352442111509e-06 -9.411437320522965e-06 3.6141313905153022e-05 -2.0973300146382633e-05 2.5172128016492937e-05 -1.33021073376464e-05 1.4040299895266519e-05 -1.7358271590182993e-05 1.6975282007479112e-05 -1.4468086630851455e-05 -7.9380875658465645e-06 1.5905479664401027e-05 2.4276344837354766e-05 -1.5765820447995792e-05 -1.9644709457431666e-05 1.219471771816773e-05 1.1002201063092798e-05 7.5159980835107148e-06 -2.8304599409239019e-05 -2.1071256058002337e-06 -3.7048379730159857e-06 -2.0981685693186592e-05 -2.630084585905377e-07 2.1675052456175862e-05
leaf_weight=24 21 20 21 36 28 31 34 25 22 37 24 36 26 25 25 24 21 22 21 25 33 28 24 37 20 21 28 20 2339 23
leaf_count=24 21 20 21 36 28 31 34 25 22 37 24 36 26 25 25 24 21 22 21 25 33 28 24 37 20 21 28 20 2339 23
internal_value=0 3.85017e-06 6.24324e-07 4.76983e-06 -9.32413e-07 -1.65993e-07 -5.48684e-08 -1.56827e-07 -7.73744e-08 3.02344e-06 -1.21256e-06 4.20334e-06 -3.30451e-07 -2.98698e-07 5.89594e-06 3.56274e-07 -1.40329e-07 -2.69031e-07 8.16913e-06 -4.043e-07 -2.56308e-07 -4.59765e-06 -1.06052e-08 8.68151e-08 -4.25961e-06 -1.48864e-05 -1.54465e-07 -2.65568e-07 -9.22117e-08 7.74099e-06
internal_weight=0 129 109 88 64 2992 2971 2937 2912 194 172 135 111 2718 75 50 2693 2662 42 2620 2595 139 2456 106 78 41 2434 2410 2390 51
internal_count=3121 129 109 88 64 2992 2971 2937 2912 194 172 135 111 2718 75 50 2693 2662 42 2620 2595 139 2456 106 78 41 2434 2410 2390 51
is_linear=0
shrinkage=0.1


Tree=5246
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 3 1213 133 1210 1210 52 1212 1211 1213 401 16 391 132 15 1211 42 129 402 1446 3 1 403 403 133 2 2 15
split_gain=2.08394e-07 5.99848e-07 2.67212e-07 2.00932e-06 1.96335e-07 6.86205e-07 4.79942e-07 4.61959e-07 3.46304e-07 2.38808e-07 4.19618e-07 1.11543e-06 3.45983e-07 8.40703e-07 7.25942e-07 3.99491e-07 1.19175e-06 8.47602e-07 7.58438e-07 6.47191e-07 4.03508e-07 1.64078e-06 2.25534e-06 3.75128e-07 3.59624e-07 6.38181e-07 2.65957e-07 2.56942e-07 4.75328e-07 2.71026e-07
threshold=0.11846000000000001 0.10683000000000002 -0.087714999999999987 -0.082334999999999978 -0.24064499999999997 -0.054584999999999995 -0.13847499999999999 -0.08861999999999999 0.085540000000000019 0.13631000000000001 0.11048500000000001 0.0036000000000000003 0.10632500000000002 -0.083134999999999987 -0.087114999999999984 -0.083284999999999984 0.091475000000000015 0.087635000000000005 0.087825000000000014 -0.075474999999999987 0.094750000000000015 0.083715000000000026 -0.080934999999999993 0.089625000000000024 -0.54448499999999989 -0.52800499999999995 -0.45516499999999999 0.085485000000000019 0.089125000000000024 0.084510000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -6 -8 -4 10 12 -12 14 -14 -9 16 23 19 -19 -17 24 22 -22 26 -21 -26 -16 29 -29 -28
right_child=-2 -3 4 -5 6 -7 7 9 -10 -11 11 -13 13 -15 15 17 -18 18 -20 20 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=3.0753858819870012e-05 8.9153706469985026e-06 -1.6164194873809997e-05 -4.2753875355369282e-06 -1.0166002901509534e-05 1.2054895771115932e-05 -1.7287264017795679e-05 -1.5218731496133843e-05 -1.7528996867355318e-05 1.221993668671928e-05 -9.5086864608727147e-06 2.6841755329715379e-05 -2.8184927657548543e-06 2.3603335986471003e-05 -1.1051716865040361e-06 1.0525483289415127e-05 1.7940559337148444e-05 -2.6373765236216556e-05 2.775081915214763e-05 1.7282024145970355e-06 1.2549512864453667e-05 -3.844554982242699e-05 1.7184369407914346e-05 2.2228402917789936e-06 -1.1164061396756911e-05 -1.7370533203661797e-05 1.3981787994463499e-07 -2.0537748272984355e-06 -1.432257297217861e-05 3.1892279102682936e-06 1.3077992502985581e-05
leaf_weight=21 26 23 35 28 33 29 20 24 20 26 21 32 21 40 23 20 22 21 24 23 25 20 30 33 21 2349 29 31 31 20
leaf_count=21 26 23 35 28 33 29 20 24 20 26 21 32 21 40 23 20 22 21 24 23 25 20 30 33 21 2349 29 31 31 20
internal_value=0 -7.48968e-08 4.55634e-08 7.37108e-06 -7.31764e-08 -4.84012e-06 6.30685e-08 -7.31085e-08 1.72291e-06 3.18508e-08 1.18583e-07 8.93368e-06 -4.78582e-08 7.40104e-06 -2.13329e-07 -6.06558e-08 -4.49568e-06 2.70264e-07 1.38721e-05 2.42503e-08 -1.20939e-07 -7.34355e-06 -1.62628e-05 -1.61354e-06 1.05428e-07 -1.53371e-08 7.38454e-07 -1.28949e-06 -5.56667e-06 4.12246e-06
internal_weight=0 3095 3072 49 3023 84 2939 2906 55 2886 2860 53 2807 61 2746 2722 189 2533 45 2488 2468 75 55 167 2393 2370 134 111 62 49
internal_count=3121 3095 3072 49 3023 84 2939 2906 55 2886 2860 53 2807 61 2746 2722 189 2533 45 2488 2468 75 55 167 2393 2370 134 111 62 49
is_linear=0
shrinkage=0.1


Tree=5247
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1453 1456 42 1455 1455 482 482 482 482 483 1 1427 475 42 482 484 4 43 4 157 471 156 2 1456 475 15
split_gain=2.07898e-07 5.43159e-06 2.86225e-06 1.12038e-06 1.86788e-07 2.48102e-07 8.87758e-07 7.25053e-07 5.61315e-07 2.12299e-07 2.44753e-07 6.21753e-07 1.02613e-06 9.57093e-07 6.14828e-07 2.69137e-07 5.45059e-07 9.18633e-07 2.99425e-07 8.57348e-07 3.40089e-07 9.99663e-07 4.06134e-07 7.63025e-07 7.2653e-07 5.42406e-07 1.0163e-06 5.67087e-07 3.68547e-07 6.65936e-07
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.15520499999999995 -0.23007499999999997 0.08623500000000002 -0.097209999999999977 -0.090354999999999977 0.11614500000000001 0.098105000000000012 0.089605000000000018 0.087425000000000017 0.08981500000000002 0.091535000000000019 0.078535000000000008 -0.08317999999999999 0.088295000000000012 0.080200000000000007 0.090535000000000018 -0.50940999999999981 -0.014584999999999999 -0.50052499999999989 -0.00078499999999999989 -0.04945999999999999 -0.065739999999999979 0.10327000000000001 0.11253500000000001 0.055635000000000011 -0.052074999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 -6 -7 -9 10 11 12 15 -13 -12 18 -17 -18 20 -20 21 -10 23 -22 -24 26 -26 28 -27 -30
right_child=2 -3 4 -5 5 7 -8 8 9 -11 14 13 -14 -15 -16 16 17 -19 19 -21 22 -23 24 -25 25 27 -28 -29 29 -31
leaf_value=1.2486441211091336e-07 -3.6156919015246042e-05 4.894432200355526e-05 -9.5801506813586459e-06 -2.4852095793903573e-05 -4.737318746005518e-06 -1.8536827199222033e-05 1.8500978553821635e-05 1.640173829963758e-05 4.5883180536503256e-06 -9.0030712438140031e-06 -3.4556669001736176e-06 1.9790332620080641e-07 2.1664389739519474e-05 -2.8043513120792345e-05 1.8989571633384281e-05 -1.760567016530191e-05 1.6241402767889213e-05 -1.370455820939415e-05 2.3365482074950709e-05 -5.9150191896151231e-06 2.002942494852635e-05 -1.8357341313939951e-05 -1.8954122278955768e-05 -5.1867219813824962e-06 1.3348688442324364e-07 -4.5062448360174093e-08 2.7983020609099184e-05 -1.3069510714902924e-05 -3.6775553131259845e-06 2.0952702269151697e-05
leaf_weight=176 22 23 20 20 35 21 31 21 39 26 26 30 22 20 23 26 20 21 20 20 28 37 20 21 38 2218 20 33 21 23
leaf_count=176 22 23 20 20 35 21 31 21 39 26 26 30 22 20 23 26 20 21 20 20 28 37 20 21 38 2218 20 33 21 23
internal_value=0 2.97102e-06 -2.24204e-07 -2.4238e-06 5.02819e-08 1.17628e-07 6.17764e-06 -2.55223e-08 1.14664e-07 -9.61932e-09 7.61583e-08 -5.20378e-08 1.58214e-07 -1.10987e-05 7.07985e-06 -2.34122e-08 -6.27933e-06 9.03228e-07 1.41736e-07 8.72523e-06 4.29028e-09 -6.5826e-06 2.1098e-07 9.2225e-06 2.49016e-08 1.86219e-07 9.73677e-06 -5.51455e-08 1.34719e-07 9.19735e-06
internal_weight=0 219 2902 196 2880 2860 66 2794 2773 2752 2726 2677 2627 50 49 2605 67 41 2538 40 2498 76 2422 49 2373 2353 58 2295 2262 44
internal_count=3121 219 2902 196 2880 2860 66 2794 2773 2752 2726 2677 2627 50 49 2605 67 41 2538 40 2498 76 2422 49 2373 2353 58 2295 2262 44
is_linear=0
shrinkage=0.1


Tree=5248
num_leaves=31
num_cat=0
split_feature=129 42 1184 394 1208 1209 1208 1208 403 15 1210 1213 2 402 2 16 403 1185 1186 1212 3 1212 12 1212 1212 1212 1212 0 1200 1203
split_gain=1.70855e-07 1.00264e-06 6.46729e-07 1.93594e-07 1.73218e-07 4.84688e-07 5.16119e-07 7.35972e-07 2.16514e-07 2.39567e-06 3.88202e-07 3.48671e-07 6.65743e-07 3.11691e-07 1.22432e-06 8.327e-07 7.62348e-07 2.91388e-07 2.6669e-07 2.23983e-07 4.33986e-07 3.50511e-07 1.33382e-06 3.78245e-07 1.55852e-06 1.86361e-06 7.2058e-07 9.30578e-07 3.38639e-07 4.77527e-07
threshold=-0.077709999999999987 -0.015274999999999999 0.089075000000000015 0.264685 0.11846000000000001 0.11743500000000001 0.10233500000000001 0.089655000000000012 -0.5335399999999999 0.087575000000000014 -0.3960249999999999 0.18587500000000004 0.088055000000000008 -0.45015499999999992 0.093840000000000021 -0.072359999999999994 -0.43370499999999995 0.08790000000000002 -0.086894999999999986 0.10083000000000002 -0.081574999999999995 0.091580000000000009 0.089300000000000004 0.08815000000000002 0.087505000000000013 0.086920000000000011 0.058525000000000008 -0.085754999999999984 0.084780000000000008 0.087970000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 -2 -10 13 -13 14 15 -12 -15 18 -18 21 -21 23 -23 24 25 26 28 -28 29 -20
right_child=2 -3 -4 -5 -6 -7 -8 -9 10 -11 11 12 -14 16 -16 -17 17 -19 19 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.2607888162643317e-05 -1.5695924390456638e-05 5.5128504072854412e-06 1.6802890525508226e-05 8.9169268903788186e-06 8.027036276941474e-06 -1.495887208462095e-05 1.4246621828533535e-05 -1.9300238327559783e-05 -1.4049872814894116e-05 2.7659377016019648e-05 -1.1406962537529624e-05 -6.846638102732145e-08 2.2372003541022424e-05 1.5274855198299519e-05 -2.6898552374361663e-05 1.6754145863593467e-05 8.0713284135596895e-06 -9.7368769701233763e-06 -3.040631214038431e-07 2.14929228345032e-06 -1.5619516030980137e-05 -8.5540018300803019e-06 2.7530040579222263e-05 -1.0174424459077466e-05 2.7005803366635172e-05 -3.0015201099602218e-05 2.5301639216195326e-05 -3.638308462541318e-06 1.231094945632365e-05 -1.4782938373885018e-05
leaf_weight=21 25 32 23 24 26 22 25 20 20 26 21 39 20 32 21 21 39 32 2367 28 27 21 20 38 21 21 25 20 21 23
leaf_count=21 25 32 23 24 26 22 25 20 20 26 21 39 20 32 21 21 39 32 2367 28 27 21 20 38 21 21 25 20 21 23
internal_value=0 -5.62933e-06 9.72464e-08 -2.89374e-08 -1.00007e-07 -1.70559e-07 -6.11263e-08 -1.82461e-07 -5.18747e-08 6.40678e-06 -1.66366e-07 -6.91766e-08 7.53847e-06 -2.29595e-07 -7.18379e-06 2.67359e-06 -6.94072e-08 -2.51063e-07 -1.37418e-07 -2.59052e-07 -6.57358e-06 -1.24284e-07 9.04797e-06 -2.72573e-07 -1.21945e-07 -3.51934e-07 -9.82981e-08 1.24394e-05 -3.32308e-07 -4.434e-07
internal_weight=0 53 3068 3045 3021 2995 2973 2948 2928 51 2877 2857 59 2798 63 42 2735 2703 2671 2632 55 2577 41 2536 2498 2477 2456 45 2411 2390
internal_count=3121 53 3068 3045 3021 2995 2973 2948 2928 51 2877 2857 59 2798 63 42 2735 2703 2671 2632 55 2577 41 2536 2498 2477 2456 45 2411 2390
is_linear=0
shrinkage=0.1


Tree=5249
num_leaves=31
num_cat=0
split_feature=132 1186 394 1203 1208 1208 1209 1209 1209 15 12 12 42 12 4 131 40 133 12 133 401 12 12 4 4 15 484 0 0 0
split_gain=1.82285e-07 5.20733e-06 2.68195e-06 7.02237e-07 1.82495e-07 3.18143e-07 4.16746e-07 4.06245e-07 2.32065e-07 1.35507e-06 2.49385e-07 9.73377e-07 1.28844e-06 6.15172e-07 7.52809e-07 6.39078e-07 9.54938e-07 6.40344e-07 5.39257e-07 1.69348e-06 9.99057e-07 2.09576e-06 6.81752e-07 2.74848e-06 5.30028e-07 7.15621e-07 6.31265e-07 5.30038e-07 5.27679e-07 4.77347e-07
threshold=-0.083284999999999984 0.0044650000000000011 0.12358500000000001 0.086700000000000013 0.12461500000000002 0.10737500000000001 -0.097919999999999993 -0.087714999999999987 -0.065739999999999979 0.087575000000000014 0.10193000000000001 0.099815000000000015 1.0000000180025095e-35 0.10408500000000002 -0.026489999999999996 0.079610000000000014 -0.24290999999999999 0.26639000000000007 0.097575000000000009 0.10209000000000001 -1.0000000180025095e-35 0.096210000000000004 0.096525000000000014 -0.040589999999999994 -0.064054999999999987 -0.090644999999999989 -0.062219999999999991 -0.066689999999999985 -0.040504999999999992 -0.069444999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 -2 -8 9 -9 11 18 -13 14 -12 16 -15 24 20 29 21 -10 -22 -24 -18 28 -27 -28 -26 -20
right_child=2 -3 -4 -5 -6 -7 7 8 10 -11 13 12 -14 15 -16 -17 17 -19 19 -21 22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-4.2975257228353953e-08 -1.3393309643066935e-05 4.892513927023339e-05 -3.6702847464766821e-05 -1.7682640449615624e-05 -9.4758588511467697e-06 1.1574897731255382e-05 1.2329693655138491e-05 -2.5856490382076506e-05 4.7453384573040799e-06 8.2969293683933002e-06 2.3836378563503658e-05 -2.8715966531038888e-05 4.7715986102048194e-06 -2.0751864618970023e-05 -8.8297245135684299e-07 1.4811676543292284e-05 1.231386579943121e-05 -1.5826345479581507e-05 -1.0373642268219827e-05 3.248891080147587e-05 -1.3782017459849807e-07 -3.719127358966613e-05 3.8451791711157145e-05 -1.2125932897271758e-05 1.9822183439828226e-05 8.9300209884126875e-06 -2.262110797346395e-06 -2.0148770084536714e-05 -9.36862829803431e-07 9.0090809029182619e-06
leaf_weight=171 23 22 20 26 20 24 27 21 26 26 28 27 20 22 22 29 46 20 27 21 2225 22 21 22 25 23 37 30 24 24
leaf_count=171 23 22 20 26 20 24 27 21 26 26 28 27 20 22 22 29 46 20 27 21 2225 22 21 22 25 23 37 30 24 24
internal_value=0 2.78199e-06 -2.09942e-07 -2.37105e-06 4.33055e-08 1.09827e-07 1.28703e-08 1.22406e-07 4.18592e-09 -6.96311e-06 1.23654e-07 -2.14482e-07 -1.44659e-05 2.81438e-06 1.29599e-05 8.32842e-07 -9.53e-07 1.17176e-06 6.60112e-08 8.58884e-06 -1.98947e-07 -1.44756e-05 1.03204e-07 1.25748e-05 3.00939e-06 -6.97902e-08 -5.36412e-06 -1.02711e-05 9.65449e-06 -1.25236e-06
internal_weight=0 219 2902 197 2882 2862 2838 2815 2788 47 2741 2435 47 306 50 256 227 205 2388 72 2316 48 2268 43 185 139 90 67 49 51
internal_count=3121 219 2902 197 2882 2862 2838 2815 2788 47 2741 2435 47 306 50 256 227 205 2388 72 2316 48 2268 43 185 139 90 67 49 51
is_linear=0
shrinkage=0.1


Tree=5250
num_leaves=31
num_cat=0
split_feature=132 1185 1203 456 13 12 2 456 130 2 1373 12 457 1375 456 456 1445 457 1447 1446 480 160 481 481 403 484 403 403 51 402
split_gain=1.87727e-07 1.40192e-06 6.20922e-07 1.62748e-07 4.39195e-07 8.07325e-07 3.97481e-07 3.94687e-07 5.07608e-07 4.66075e-07 2.46357e-07 3.06218e-06 8.65254e-07 5.12063e-07 5.35235e-07 3.90509e-07 7.01493e-07 3.74479e-07 3.10122e-07 5.38409e-07 7.47556e-07 3.83898e-07 4.1687e-07 1.36541e-06 1.15875e-06 4.32667e-07 3.82593e-07 5.89804e-07 3.41944e-07 8.41655e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.091580000000000009 -0.08459499999999999 0.083785000000000012 0.090175000000000019 0.089235000000000023 -0.23123999999999997 0.31358000000000003 1.0000000180025095e-35 0.083715000000000026 0.31508000000000008 0.084665000000000018 0.087635000000000005 0.087015000000000023 0.077020000000000019 0.10613500000000002 0.059120000000000013 -0.088809999999999986 0.11471500000000003 -0.55323499999999981 -0.087644999999999987 -0.086219999999999977 -0.55327499999999985 -0.085934999999999984 -0.54856499999999986 -0.53960999999999981 0.10501000000000001 0.23460000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 5 -5 -6 8 -3 10 12 -12 13 14 15 16 17 18 19 -10 21 -21 25 -24 -25 -23 -26 -28 29 -29
right_child=1 3 -4 4 6 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 22 23 24 26 -27 27 28 -30 -31
leaf_value=-7.9342637221642015e-07 2.5958460996445781e-05 1.5155173369666128e-05 -1.6723397436635423e-05 -1.9496338846574479e-06 -1.2343924556096847e-05 2.4845451928906024e-05 7.1346156880736101e-06 -1.0814410790557945e-05 -1.5713797124176792e-05 -1.3169114765050669e-05 2.612657363255601e-05 -1.9462952192183226e-05 -1.8261607678701135e-05 1.2643613045604241e-05 -1.5984101758346827e-05 1.362652764371541e-05 -1.7081887426684263e-05 1.2797357085812269e-05 1.0443931647127361e-05 -1.0731887395569871e-05 1.6866441806174548e-05 -3.0554279614339717e-07 -2.5591889841182692e-05 2.3988386456039737e-05 -1.2746005866877872e-05 1.9993815667043063e-05 1.7043439947883601e-05 -3.5509392265581047e-07 3.9028069779540661e-06 -1.9190886572080978e-05
leaf_weight=194 21 22 28 23 22 22 20 34 22 27 34 26 26 32 21 21 24 23 28 34 26 21 21 20 24 21 20 2054 186 24
leaf_count=194 21 22 28 23 22 22 20 34 22 27 34 26 26 32 21 21 24 23 28 34 26 21 21 20 24 21 20 2054 186 24
internal_value=0 2.14626e-07 -2.80261e-06 2.67796e-08 4.28603e-06 1.11502e-05 -3.06843e-06 -1.05988e-07 2.60709e-08 -9.56258e-08 3.47229e-08 6.37111e-06 -1.08851e-07 7.11536e-08 -8.41818e-08 4.57903e-08 -6.61389e-08 9.5659e-08 -2.11499e-08 -1.39638e-07 1.5408e-10 -1.8068e-07 -3.06423e-08 -2.07203e-07 2.17828e-08 9.84414e-06 -1.859e-07 -5.392e-08 -2.04957e-07 -5.72639e-07
internal_weight=0 2899 222 2878 87 45 42 2791 2757 2735 2708 60 2648 2622 2590 2569 2548 2524 2501 2473 2451 2425 2391 2349 2328 42 2308 2284 2264 2078
internal_count=3121 2899 222 2878 87 45 42 2791 2757 2735 2708 60 2648 2622 2590 2569 2548 2524 2501 2473 2451 2425 2391 2349 2328 42 2308 2284 2264 2078
is_linear=0
shrinkage=0.1


Tree=5251
num_leaves=31
num_cat=0
split_feature=130 12 132 15 1185 1186 0 2 12 132 0 0 52 4 3 4 471 52 11 1426 472 52 1455 13 1455 1455 483 158 1429 157
split_gain=1.97786e-07 5.26428e-07 1.88256e-07 5.21706e-06 2.64487e-06 1.04875e-06 2.06623e-07 4.00167e-07 8.98295e-07 7.05419e-07 1.71069e-07 1.82962e-07 7.9724e-07 3.05659e-07 8.69482e-07 5.47917e-07 8.45603e-07 3.50985e-07 3.19621e-07 5.69696e-07 3.61677e-07 8.14316e-07 4.21466e-07 4.01261e-07 3.62524e-07 3.68236e-07 3.63765e-07 4.03202e-07 3.62614e-07 4.23537e-07
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.0044650000000000011 -0.073309999999999986 0.089125000000000024 0.090165000000000009 -0.26631499999999991 0.22582000000000002 0.13134000000000004 0.093665000000000012 -0.50690499999999983 -0.020429999999999997 -0.50052499999999989 -0.085064999999999988 -0.56022499999999986 0.097680000000000017 -0.080009999999999984 -0.082054999999999975 -0.049749999999999996 -0.11962499999999998 -0.082014999999999991 -0.088874999999999982 -0.069819999999999979 -0.47356499999999996 0.13559000000000002 -0.069929999999999978 -0.087424999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 8 -2 -9 11 13 -13 14 -6 -15 -17 -18 19 -19 21 -21 23 -22 -24 -26 -27 28 -28 -30
right_child=1 -3 4 -5 10 -7 -8 9 -10 -11 -12 12 -14 15 -16 16 17 18 -20 20 22 -23 24 -25 25 26 27 -29 29 -31
leaf_value=-9.9125709289182855e-06 2.8039963959221875e-06 1.5477818893766034e-05 -3.4801914771843589e-05 4.4831175542780187e-05 -1.9556845432475712e-05 -2.3981986885787812e-05 -8.9166982888855283e-06 2.0201120130877826e-05 -1.9353422400551307e-05 -4.3511227752126365e-06 -9.210660664962233e-06 -3.1639016166688331e-06 2.1737421484431255e-05 1.2056580968227967e-05 2.2335938672071317e-06 -2.0521471669781021e-05 1.0873274677578594e-05 1.5793550008548545e-05 -9.3624141780108199e-06 -2.308534144991167e-05 9.4368740025421851e-07 5.1091169757455654e-06 -1.0445410656288777e-05 2.0310974830977104e-05 1.2985614047135062e-05 -1.3114746633662088e-05 9.5471151629074783e-06 1.4243405250908838e-05 -6.6793650276508748e-06 1.0471019394335617e-07
leaf_weight=20 77 22 22 26 30 21 24 25 24 22 20 36 20 38 47 20 30 23 36 21 23 20 33 20 22 21 39 20 96 2223
leaf_count=20 77 22 22 26 30 21 24 25 24 22 20 36 20 38 47 20 30 23 36 21 23 20 33 20 22 21 39 20 96 2223
internal_value=0 6.39361e-08 -4.61988e-08 2.77953e-06 -2.62575e-07 -2.88546e-06 -3.0972e-07 1.08601e-06 -2.46113e-06 8.70858e-06 5.1723e-09 7.05792e-08 5.72943e-06 -4.41549e-08 -6.25619e-06 1.33993e-07 -3.71664e-08 1.18786e-07 -5.4479e-09 1.26083e-07 -1.58995e-08 -9.33195e-06 1.37067e-07 9.95173e-06 -3.49093e-08 1.06993e-07 -1.11098e-08 1.04608e-07 -1.53142e-08 -1.76131e-07
internal_weight=0 3101 3079 219 2860 193 172 148 101 47 2838 2818 56 2762 77 2685 2647 2627 2597 2561 2538 41 2497 43 2454 2421 2399 2378 2358 2319
internal_count=3121 3101 3079 219 2860 193 172 148 101 47 2838 2818 56 2762 77 2685 2647 2627 2597 2561 2538 41 2497 43 2454 2421 2399 2378 2358 2319
is_linear=0
shrinkage=0.1


Tree=5252
num_leaves=31
num_cat=0
split_feature=156 1425 1425 12 130 52 1374 0 16 16 16 0 43 0 0 159 0 156 2 156 1375 3 130 12 50 4 15 49 1 42
split_gain=1.86023e-07 3.95709e-07 2.26844e-07 1.82534e-07 4.84266e-07 2.02441e-07 9.67363e-07 8.86136e-07 6.85213e-07 4.70484e-07 9.07931e-07 8.50809e-07 8.22565e-07 1.20163e-06 1.57837e-06 7.94081e-07 7.272e-07 6.32043e-07 6.30032e-07 6.25648e-07 5.81217e-07 7.03235e-07 1.54208e-06 1.31607e-06 8.71209e-07 8.88621e-07 2.54028e-06 5.3446e-07 4.06119e-07 4.01503e-07
threshold=0.32523500000000005 0.10129000000000002 0.084030000000000007 0.23631000000000002 -0.22461999999999996 -0.080114999999999978 -0.26569999999999994 -0.21861499999999998 -0.08453999999999999 -0.0048099999999999992 0.0013750000000000001 -0.088774999999999979 -0.084004999999999982 -0.08841499999999998 -0.074229999999999977 0.10545500000000001 -0.053834999999999994 0.11969000000000002 0.094215000000000007 0.092190000000000008 0.084665000000000018 -0.094874999999999987 0.087445000000000009 0.089625000000000024 -0.068989999999999982 -0.015039999999999998 -0.064294999999999977 -1.0000000180025095e-35 0.102705 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6 -9 12 11 -11 28 -14 -15 16 20 19 -17 -18 21 23 24 -12 -23 27 29 -26 -10 -27
right_child=-2 -3 -4 -5 5 6 -8 8 9 10 15 -13 13 14 -16 18 17 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=1.3350294676052323e-05 9.3801147137301531e-06 -1.2593793019732402e-05 8.413943032081761e-06 -8.9245931131581131e-06 -1.7574545396807176e-05 2.1721907125451948e-05 1.5955140981334867e-07 1.2438239783620789e-05 8.542744037825016e-06 -2.8232707154529639e-06 -1.1364835972926813e-05 2.4181640376192657e-05 -7.5210241118982509e-07 -4.544840071048384e-05 -5.7196626403310803e-06 -2.2393088935738587e-06 4.8226852713510613e-06 -1.1174683795616148e-05 -2.5152765692837421e-05 2.3295976263232825e-05 1.2244517459045958e-05 1.2015008282846625e-05 -3.3815340066212231e-05 2.081896903257951e-05 1.3249918889154548e-05 -1.1203539758174553e-05 -4.3827637339497664e-05 -5.4568661001651109e-06 -8.8685121833502012e-06 8.3733173232758416e-06
leaf_weight=27 21 25 32 23 33 21 2257 37 37 20 24 28 38 20 20 24 110 20 24 22 22 27 20 27 21 22 22 56 21 20
leaf_count=27 21 25 32 23 33 21 2257 37 37 20 24 28 38 20 20 24 110 20 24 22 22 27 20 27 21 22 22 56 21 20
internal_value=0 -6.3542e-08 3.833e-08 -4.97475e-08 1.78424e-08 -1.0243e-07 3.58326e-07 -1.57041e-06 -7.96014e-07 -1.55519e-06 -1.59132e-07 1.29296e-05 -6.78014e-06 -1.34864e-05 -2.5584e-05 -1.52195e-06 -1.07043e-07 5.39153e-06 -1.3696e-05 7.90157e-06 -3.30928e-06 -4.74101e-06 -7.56626e-06 5.67365e-06 -4.44137e-06 -7.59259e-06 -1.63003e-05 -3.55016e-07 2.23867e-06 -1.88123e-06
internal_weight=0 3100 3075 3043 3020 2993 2278 715 682 645 509 48 136 78 40 461 413 152 48 132 261 239 188 51 168 141 64 77 58 42
internal_count=3121 3100 3075 3043 3020 2993 2278 715 682 645 509 48 136 78 40 461 413 152 48 132 261 239 188 51 168 141 64 77 58 42
is_linear=0
shrinkage=0.1


Tree=5253
num_leaves=31
num_cat=0
split_feature=130 12 1429 16 12 475 51 160 157 154 1456 1429 471 474 474 0 16 1 160 1 3 3 12 133 2 13 15 131 2 160
split_gain=2.07168e-07 4.8252e-07 1.75362e-07 3.6904e-07 2.56764e-06 6.04924e-07 2.06354e-07 7.04756e-07 4.40454e-07 2.90061e-07 3.72868e-07 4.37532e-07 2.4908e-07 2.40502e-07 3.839e-07 2.88739e-07 2.45838e-07 4.74545e-07 9.64786e-07 9.43148e-07 7.12723e-07 1.21336e-06 7.83563e-07 7.28875e-07 9.30584e-07 6.8648e-07 1.3095e-06 9.09943e-07 5.16571e-07 5.99888e-07
threshold=-0.23647499999999996 0.23631000000000002 0.12521000000000002 0.6352000000000001 0.090695000000000012 0.13528000000000004 -0.44986999999999994 -0.016279999999999996 0.41580000000000006 0.084190000000000001 0.11510000000000002 0.11023000000000001 0.093375000000000014 -0.090834999999999985 -0.031869999999999989 -0.085939999999999989 0.054560000000000004 0.085475000000000009 -0.087429999999999994 0.080270000000000022 -0.028564999999999997 -0.071329999999999991 0.099100000000000008 0.088525000000000006 0.092755000000000018 -0.077799999999999994 0.11295500000000001 0.077555000000000027 0.10097500000000002 0.043720000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2 9 10 11 12 13 15 -15 -8 -16 19 -19 20 21 22 23 28 -25 27 -27 -20 29 -18
right_child=1 -3 -4 4 -6 -7 8 -9 -10 -11 -12 -13 -14 14 16 -17 17 18 25 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-1.0144968141503342e-05 4.5241761426950692e-06 1.482249604330057e-05 9.2933477662882066e-06 1.3284721474300223e-05 -2.8443858054743034e-05 1.7386368290317479e-05 7.0788800258014824e-07 -1.9296742483793821e-05 1.4141581348005938e-05 -1.1500168998746963e-05 1.0139399946890788e-05 -1.4840579331121263e-05 9.5611878182184978e-06 1.235746421298245e-05 3.2202070255593761e-07 -1.6284446173813192e-05 -2.3922276740158166e-06 2.0843617607090934e-05 -4.2676731358038862e-06 -2.4308519471599974e-05 9.8601573554901734e-06 -2.5577298863656604e-05 1.4775367384098227e-05 -1.2389256072411729e-06 -2.7493856847555706e-05 6.1286763898245892e-07 -2.5388393180946878e-05 2.5204048399700695e-05 -1.4279801380325807e-05 1.6152660226418028e-05
leaf_weight=20 27 22 20 29 30 20 20 23 22 22 36 20 27 25 2301 20 53 23 22 23 36 26 23 27 27 86 25 20 20 26
leaf_count=20 27 22 20 29 30 20 20 23 22 22 36 20 27 25 2301 20 53 23 22 23 36 26 23 27 27 86 25 20 20 26
internal_value=0 6.54268e-08 -4.0015e-08 -1.01037e-07 -7.9332e-06 5.29952e-08 -6.33362e-08 -6.43345e-06 4.53688e-08 -6.12738e-08 2.5925e-08 -1.01824e-07 2.33662e-09 -8.97394e-08 2.17125e-08 -7.78828e-06 -9.09222e-08 -2.26525e-06 1.74768e-06 -4.97129e-06 -3.10257e-06 -5.41275e-06 -2.4339e-06 -5.02092e-06 -1.43664e-05 -1.12295e-06 -5.24327e-06 9.76648e-06 7.66169e-08 3.71115e-06
internal_weight=0 3101 3079 3059 59 3000 2980 50 2930 2908 2886 2850 2830 2803 2763 40 2738 437 176 261 238 202 176 153 54 153 111 42 99 79
internal_count=3121 3101 3079 3059 59 3000 2980 50 2930 2908 2886 2850 2830 2803 2763 40 2738 437 176 261 238 202 176 153 54 153 111 42 99 79
is_linear=0
shrinkage=0.1


Tree=5254
num_leaves=31
num_cat=0
split_feature=12 130 1 1 10 9 10 0 0 123 45 2 13 48 52 4 131 1209 1208 1208 1209 1209 16 16 133 52 1209 52 401 3
split_gain=2.04991e-07 4.42357e-07 2.11212e-07 9.26374e-07 6.54983e-07 4.06115e-07 1.32347e-06 3.85321e-07 7.91593e-07 7.36919e-07 3.1443e-07 3.16119e-07 2.86026e-07 2.38698e-07 9.58818e-07 6.78145e-07 3.53278e-07 2.98457e-07 4.65128e-07 2.68689e-07 4.84352e-07 3.24022e-07 2.72671e-07 1.4403e-06 2.00702e-06 9.53634e-07 8.47317e-07 7.74007e-07 5.98995e-07 1.22361e-06
threshold=0.23631000000000002 -0.22461999999999996 0.13686500000000004 0.13842500000000005 0.11294000000000003 0.092235000000000011 0.0036750000000000007 -0.073309999999999986 -0.12333499999999999 0.091810000000000017 0.094030000000000016 -0.033169999999999991 -0.013634999999999998 0.12474000000000002 -0.080114999999999978 0.19806500000000002 0.13767000000000004 0.14268500000000003 0.11253500000000001 0.10233500000000001 -0.097919999999999993 -0.087714999999999987 -0.083539999999999989 -0.08595499999999999 -1.0000000180025095e-35 -0.083374999999999991 -0.069599999999999981 -0.069804999999999992 0.10711000000000001 -0.078724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 10 8 -5 12 11 -3 -9 16 -15 -16 17 18 19 20 -13 -22 23 25 -25 -23 -24 -27 -29 -30
right_child=-2 2 3 7 -6 -7 -8 9 -10 -11 -12 13 -14 14 15 -17 -18 -19 -20 -21 21 22 26 24 -26 27 -28 28 29 -31
leaf_value=1.2813776435938995e-05 -9.4058285066753551e-06 -9.2615931824487543e-06 -2.2159672914273435e-05 -7.6541511210355868e-06 1.6265659571217837e-05 -1.1764718222146822e-05 2.5140923556981373e-05 -4.5825890909630595e-06 1.6536411904751497e-05 1.0489519660371694e-05 -1.060060359837475e-05 -1.5445909666595982e-05 -1.90654318300858e-05 -1.0947005157612737e-05 2.8460811988679781e-05 2.4195935566240223e-06 -1.288926636377818e-05 1.2301941205805634e-05 -1.5152492505876581e-05 1.0473011833255443e-05 1.1073606256778239e-05 1.8236655658391237e-05 1.9439170985909491e-05 -2.1152339468244462e-06 -3.8694053552035262e-05 -1.5199159227247747e-05 5.1825327051403388e-07 -8.7316597475851989e-07 -5.7718040488907718e-06 2.9208368646322926e-05
leaf_weight=27 23 36 23 24 25 29 21 30 31 22 28 20 25 21 20 20 21 20 20 25 27 27 24 40 24 36 1711 681 20 20
leaf_count=27 23 36 23 24 25 29 21 30 31 22 28 20 25 21 20 20 21 20 20 25 27 27 24 40 24 36 1711 681 20 20
internal_value=0 6.98303e-08 -4.22135e-08 -3.63927e-06 1.48988e-07 9.61889e-09 1.28926e-07 -4.12234e-07 5.98053e-06 -4.97849e-06 -5.59572e-08 4.9002e-08 -1.11657e-05 1.69701e-07 6.35608e-06 1.54402e-05 3.07581e-08 1.31434e-07 4.04391e-08 1.54887e-07 5.68058e-08 1.75601e-07 6.16841e-08 -1.40795e-06 -1.58323e-05 -2.30453e-07 7.79984e-07 -8.89121e-07 -1.74611e-07 1.17183e-05
internal_weight=0 3098 3071 155 2916 2891 2862 132 55 77 2841 2813 55 2777 61 40 2716 2695 2675 2655 2630 2610 2583 848 64 784 1735 757 721 40
internal_count=3121 3098 3071 155 2916 2891 2862 132 55 77 2841 2813 55 2777 61 40 2716 2695 2675 2655 2630 2610 2583 848 64 784 1735 757 721 40
is_linear=0
shrinkage=0.1


Tree=5255
num_leaves=31
num_cat=0
split_feature=130 10 48 40 10 4 10 9 3 2 97 4 43 15 48 48 147 147 447 448 13 4 4 3 12 12 2 43 16 482
split_gain=2.1358e-07 4.62882e-07 8.29413e-07 4.368e-07 3.4265e-07 7.01287e-06 9.10061e-07 2.82045e-07 1.25294e-06 3.33384e-07 4.27956e-07 6.53498e-07 3.04026e-07 2.43708e-07 2.78e-07 3.1502e-07 3.68323e-07 1.09313e-06 3.38894e-07 2.49375e-07 2.87426e-07 1.16621e-06 2.02357e-06 5.29907e-07 4.03095e-07 1.70996e-06 3.13192e-06 2.50822e-06 9.62948e-07 9.5246e-07
threshold=-0.23647499999999996 -0.38124499999999995 0.086665000000000006 -0.24134999999999998 -0.013164999999999998 0.053180000000000012 -0.0091199999999999979 0.08925000000000001 -0.014944999999999998 -0.045829999999999989 -0.079444999999999988 0.53859500000000016 -0.081289999999999987 0.23208000000000004 -0.11155999999999998 -0.089814999999999992 0.097985000000000017 0.092070000000000013 0.089095000000000021 -0.083689999999999987 -0.17933499999999997 -0.15289999999999995 -0.00099499999999999979 0.31299000000000005 0.090165000000000009 0.089570000000000025 0.088475000000000012 -0.011919999999999998 0.63636000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -6 9 -9 12 -11 13 -8 14 -12 -16 17 18 19 -17 21 -21 -23 -24 25 29 27 -27 -26 -22
right_child=1 3 -4 4 6 -7 7 8 -10 10 11 -13 -14 -15 15 16 -18 -19 -20 20 24 22 23 -25 28 26 -28 -29 -30 -31
leaf_value=-1.0300749977432133e-05 2.5195626549248121e-05 -1.4447613275912037e-05 -3.2589835969009164e-06 -2.7023441156567669e-05 -1.9126808849250666e-05 4.0798680199640656e-05 -6.3962935590617624e-07 2.227715590291924e-05 -1.1014997961069639e-05 -1.4184705581837555e-05 -1.0832382395165041e-05 1.2998948890386741e-05 -1.7867154956050514e-05 1.069698521297098e-05 1.1895354311325885e-05 -1.0014973770012149e-05 -1.1740864000684168e-05 2.3289253508664842e-05 -1.2536760410016129e-05 1.3262958432628342e-05 -2.0586483757748889e-05 -3.8642337162855259e-05 8.1366593462917081e-06 -1.0842023244373606e-05 -8.3720060059349064e-07 -2.0844435229976271e-05 4.8907757068913525e-05 2.6956418867571518e-05 -2.1532671670011832e-05 8.6597878461208206e-07
leaf_weight=20 20 21 21 30 25 31 21 26 20 21 24 39 20 21 22 25 27 20 22 26 21 20 28 31 1000 23 21 21 23 1431
leaf_count=20 20 21 21 30 25 31 21 26 20 21 24 39 20 21 22 25 27 20 22 26 21 20 28 31 1000 23 21 21 23 1431
internal_value=0 6.64346e-08 1.06213e-05 -7.4987e-08 2.43302e-08 7.44354e-06 -1.27641e-07 3.32049e-08 7.80231e-06 -8.97324e-08 3.83542e-08 1.4334e-07 -9.0433e-06 -3.53375e-08 -1.16263e-07 -2.31135e-08 -1.18844e-07 -3.13826e-09 -1.76187e-07 -7.43398e-08 1.9617e-08 -5.10749e-06 -1.11535e-05 -1.83519e-06 2.31564e-07 1.26607e-06 1.71342e-05 1.96961e-06 -1.30249e-06 5.55716e-07
internal_weight=0 3101 41 3060 3039 61 2978 2953 46 2907 2866 2845 41 2806 2785 2761 2739 2712 2692 2670 2645 105 79 59 2540 1517 65 44 1023 1452
internal_count=3121 3101 41 3060 3039 61 2978 2953 46 2907 2866 2845 41 2806 2785 2761 2739 2712 2692 2670 2645 105 79 59 2540 1517 65 44 1023 1452
is_linear=0
shrinkage=0.1


Tree=5256
num_leaves=31
num_cat=0
split_feature=402 1212 401 1208 1208 1209 42 1209 1212 1212 1212 3 1212 129 16 1184 394 3 402 402 160 16 1210 403 43 52 403 403 52 403
split_gain=1.95039e-07 3.64018e-07 3.07339e-07 1.93626e-07 3.03822e-07 5.12016e-07 1.90039e-06 3.76812e-07 2.27298e-07 2.77578e-06 1.0857e-06 3.60225e-07 3.56159e-07 2.26048e-07 1.038e-06 5.29438e-07 2.84054e-07 1.69827e-06 2.47194e-07 5.59002e-07 3.36016e-06 3.23576e-06 3.18297e-07 3.26292e-07 9.54927e-07 1.85247e-06 1.18626e-06 5.7528e-07 1.30653e-06 8.85035e-07
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 0.11531000000000001 0.10233500000000001 -0.085894999999999985 0.087505000000000013 -0.079679999999999987 -0.089544999999999986 -0.070754999999999985 -0.121045 -0.078244999999999995 -0.009474999999999999 -0.077709999999999987 -0.090344999999999995 0.089075000000000015 0.013605000000000001 -0.083489999999999995 0.11462500000000002 0.094750000000000015 -0.025879999999999997 -0.008904999999999998 -0.090009999999999993 -0.090774999999999981 0.055925000000000009 0.089575000000000016 -0.41534499999999991 -0.085729999999999987 0.048520000000000008 -0.084339999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 10 -10 11 -9 -11 14 -14 16 18 -18 19 22 -21 -22 -15 24 25 -24 -27 28 -25 -29
right_child=-2 -3 -4 -5 -6 7 -8 8 9 12 -12 -13 13 15 -16 -17 17 -19 -20 20 21 -23 23 27 -26 26 -28 29 -30 -31
leaf_value=1.0215580031009657e-05 9.6047186248359228e-06 -1.3186340913220885e-05 1.1296503301612879e-05 -8.6570297263768644e-06 9.8586878237021621e-06 1.3743154468102148e-05 -3.2327228481812026e-05 -7.0943969828733872e-06 -3.7320052233553727e-05 9.6821513675661811e-06 2.1809943565905863e-05 6.9905224033088124e-06 7.1118710745092061e-06 -1.1516311648544314e-05 -2.3331291941715229e-05 1.5158731516946673e-05 2.1103792299554162e-05 -1.4079614251109573e-05 1.0328099307860776e-05 2.3978710445906314e-05 -3.7852355150719708e-05 1.1620448713074439e-05 6.5774850076064659e-06 9.6013834038222709e-06 2.1715792802122174e-05 -3.4656207080843163e-05 -1.9815583145827985e-06 1.5504739544919884e-05 -2.1784628527004518e-05 -3.0211989639089697e-07
leaf_weight=21 21 21 24 26 31 20 21 46 20 38 27 30 24 24 21 23 34 23 22 23 39 20 153 21 26 20 25 36 36 2205
leaf_count=21 21 21 24 26 31 20 21 46 20 38 27 30 24 24 21 23 34 23 22 23 39 20 153 21 26 20 25 36 36 2205
internal_value=0 -6.50702e-08 2.44221e-08 -6.41311e-08 9.62772e-09 -9.22138e-08 -1.10558e-05 6.35615e-08 -2.96238e-08 -1.97394e-07 4.58487e-06 -1.53456e-06 6.65424e-08 -6.51308e-08 -7.09494e-06 5.07451e-08 -7.76197e-08 6.90698e-06 -2.27855e-07 -3.16222e-07 -8.44296e-06 -2.10819e-05 -5.44816e-08 5.45921e-08 3.69778e-06 1.33178e-06 -1.65036e-05 -3.00531e-07 -1.02214e-05 -4.81944e-08
internal_weight=0 3100 3079 3055 3029 2998 42 2956 2936 2833 103 76 2813 2775 45 2730 2707 57 2650 2628 82 59 2546 2522 224 198 45 2298 57 2241
internal_count=3121 3100 3079 3055 3029 2998 42 2956 2936 2833 103 76 2813 2775 45 2730 2707 57 2650 2628 82 59 2546 2522 224 198 45 2298 57 2241
is_linear=0
shrinkage=0.1


Tree=5257
num_leaves=31
num_cat=0
split_feature=132 50 132 1203 0 2 130 156 1425 1426 1208 1208 1210 2 1210 1210 2 3 1210 3 3 13 1210 12 12 160 42 133 48 13
split_gain=2.17648e-07 4.98328e-06 2.34679e-06 9.72771e-07 1.9221e-07 2.23616e-07 3.57246e-07 1.9179e-07 3.02411e-07 2.36483e-07 1.84249e-07 6.99105e-07 3.2599e-07 1.81003e-06 3.62056e-07 2.82712e-07 2.62701e-06 3.92913e-06 3.33684e-07 2.03169e-07 4.73674e-07 1.16464e-06 4.73766e-07 4.67445e-07 1.30558e-06 1.11824e-06 9.06347e-07 6.72157e-07 6.71988e-07 8.48403e-07
threshold=-0.083284999999999984 0.10022000000000002 -0.076764999999999986 0.089480000000000018 -0.098289999999999975 0.097385000000000013 0.10797500000000002 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 0.11846000000000001 0.10480500000000002 -0.13847499999999999 0.084885000000000002 -0.090569999999999998 -0.064344999999999999 0.084715000000000013 -0.082334999999999978 -0.051429999999999997 -0.094299999999999981 -0.091054999999999983 -0.011914999999999999 -1.0000000180025095e-35 0.089410000000000003 0.090695000000000012 0.10455000000000002 -0.16797499999999996 0.095000000000000015 -0.032929999999999994 0.19762500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 -6 8 9 10 11 12 13 -4 -14 16 -16 -18 -17 23 21 -21 -22 26 -25 28 -20 -28 -26 -30
right_child=2 -3 7 -5 5 -7 -8 -9 -10 -11 -12 -13 14 -15 15 18 17 -19 19 20 22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-7.294357802762804e-06 -3.3537528456474233e-05 4.9358826903958945e-05 3.1414539389515991e-05 -2.2783390797940231e-05 2.3210539641537331e-06 8.5023845576421601e-06 -1.2133989366702736e-05 9.5350710537223636e-06 -1.1006741628079909e-05 9.5332262459963283e-06 8.6765098785690498e-06 -1.5568435289957241e-05 -1.2886091843194499e-05 -7.1717125519494263e-06 -2.3193775403184271e-05 -1.0676144765966456e-05 -4.3153913701324794e-06 4.7003041327116083e-05 -2.1396998558235024e-05 7.1115620970807001e-06 1.4028134955879068e-05 -2.2797951805841878e-05 -4.0508074993246547e-07 2.922270953831685e-05 -1.2744911073241383e-05 -2.0009233062410206e-05 -1.7459345675282142e-06 1.652243237676094e-05 1.032354832558393e-05 -4.8834614693876165e-06
leaf_weight=27 21 21 20 20 92 38 21 21 25 26 24 29 22 31 23 30 37 25 21 23 23 30 2031 20 20 20 162 23 146 49
leaf_count=27 21 21 20 20 92 38 21 21 25 26 24 29 22 31 23 30 37 25 21 23 23 30 2031 20 20 20 162 23 146 49
internal_value=0 3.03988e-06 -2.29412e-07 -1.87274e-06 4.76776e-07 1.86632e-06 -3.65282e-07 1.33757e-08 -5.65389e-08 4.00238e-08 -4.7845e-08 -1.23028e-07 3.94963e-08 7.96015e-06 -1.09839e-07 -5.07709e-09 5.67e-06 1.63775e-05 -1.90751e-07 -6.82583e-08 -4.84312e-07 -9.81835e-06 -2.43462e-07 1.83331e-06 4.69537e-06 2.60794e-06 -1.70953e-06 5.25268e-07 4.71186e-06 6.5023e-06
internal_weight=0 219 2902 198 178 151 113 2881 2860 2835 2809 2785 2756 51 2705 2683 85 62 2598 2568 2107 53 2054 461 255 235 206 185 215 195
internal_count=3121 219 2902 198 178 151 113 2881 2860 2835 2809 2785 2756 51 2705 2683 85 62 2598 2568 2107 53 2054 461 255 235 206 185 215 195
is_linear=0
shrinkage=0.1


Tree=5258
num_leaves=31
num_cat=0
split_feature=400 132 43 13 15 400 403 1185 130 40 130 394 43 43 402 1210 1 4 0 0 13 42 133 13 13 160 403 1210 401 160
split_gain=2.31623e-07 2.60241e-06 1.05986e-05 7.13307e-06 9.20282e-07 7.41859e-07 5.15018e-07 4.50192e-07 1.72526e-07 5.08896e-07 2.3315e-07 2.42222e-07 2.32807e-07 1.02432e-06 2.22057e-06 9.74417e-07 9.46262e-07 2.95504e-06 4.68062e-07 1.08579e-06 1.3434e-06 7.18277e-07 4.64138e-07 4.50717e-07 1.39404e-06 3.34622e-06 1.25978e-06 3.25685e-06 1.64698e-06 1.24832e-06
threshold=-0.082199999999999981 -0.083284999999999984 -0.011694999999999999 -0.011289999999999998 0.084655000000000022 -0.079519999999999993 -0.089609999999999981 -0.083264999999999992 -0.23647499999999996 -0.23755499999999996 -0.093639999999999987 1.0000000180025095e-35 0.062770000000000006 0.055925000000000009 -0.46140499999999995 0.15724500000000002 0.090275000000000008 -0.068329999999999988 -0.10151999999999999 -0.086934999999999985 -0.049279999999999997 0.089390000000000011 -0.37971999999999995 -0.088069999999999996 -0.089109999999999981 -0.013904999999999999 -0.0047449999999999992 -0.0091799999999999989 0.089695000000000011 0.0046300000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -2 -5 -7 -9 -10 -11 12 13 15 -15 23 18 -18 -14 20 -20 -21 -19 24 26 -26 28 -28 -12 -29
right_child=5 3 4 6 -6 7 -8 8 9 10 11 -13 16 14 -16 -17 17 22 19 21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=7.9202676206477916e-05 -1.8918454649489529e-05 -6.032937204508926e-05 4.8689173097720359e-06 2.8069889999379977e-07 -2.187384538336284e-05 1.4895931235514583e-05 2.0382712002287921e-05 -9.4143952361491762e-06 1.3570302932445581e-05 -8.0037751403276497e-06 1.65135505834341e-06 1.0847576731976005e-05 9.7605811944845303e-06 -7.5441673561726934e-06 3.9578737996635028e-05 -1.8337020791759957e-05 -4.5044152411719555e-05 -1.3883265287754162e-05 -3.0876779169375369e-05 -1.1626875062862191e-06 4.2121606682599125e-07 1.4811584969720571e-05 1.9256105199999114e-06 -5.2889869296349908e-07 -1.1224698594312281e-05 4.0121347925984692e-05 -4.0538673601986375e-05 4.2105403620042608e-06 3.7816212407051358e-05 -1.2466651346172018e-05
leaf_weight=20 21 20 31 26 22 20 25 20 27 38 34 20 48 20 20 29 20 26 24 95 32 40 65 1987 22 30 20 244 20 55
leaf_count=20 21 20 31 26 22 20 25 20 27 38 34 20 48 20 20 29 20 26 24 95 32 40 65 1987 22 30 20 244 20 55
internal_value=0 3.91697e-06 1.71749e-05 -9.71439e-06 -6.23185e-06 -1.89481e-07 1.01346e-05 -5.64269e-08 -1.58282e-07 -9.47972e-08 -2.22508e-07 -1.18795e-07 -1.96268e-07 1.44335e-07 1.60173e-05 -1.1577e-07 -2.61066e-06 -1.02404e-05 9.32854e-07 -1.28563e-06 -1.29922e-05 3.57043e-06 -2.59121e-06 1.03308e-07 3.05906e-06 1.8398e-05 9.20651e-07 -1.47043e-06 1.50457e-05 1.14283e-06
internal_weight=0 144 73 71 53 2977 51 2956 2936 2916 2889 2851 2831 2481 40 2441 350 111 239 191 56 135 91 2412 425 52 373 319 54 299
internal_count=3121 144 73 71 53 2977 51 2956 2936 2916 2889 2851 2831 2481 40 2441 350 111 239 191 56 135 91 2412 425 52 373 319 54 299
is_linear=0
shrinkage=0.1


Tree=5259
num_leaves=31
num_cat=0
split_feature=399 132 52 1185 1186 1176 1176 394 129 1208 1208 1209 42 1209 130 130 13 16 16 448 0 15 1451 1451 448 2 2 43 4 133
split_gain=2.13481e-07 4.76568e-06 7.41913e-06 3.78523e-07 2.02496e-07 2.49953e-07 3.30694e-07 2.26594e-07 2.20951e-07 1.91741e-07 5.2868e-07 3.29345e-07 2.17596e-06 2.26468e-07 2.00752e-07 4.34042e-07 4.24793e-07 6.69983e-07 3.18954e-07 3.06384e-07 3.04862e-07 6.5016e-07 2.31042e-07 2.79115e-07 2.30885e-07 2.43435e-07 1.86175e-06 1.03974e-06 1.81847e-06 3.48714e-06
threshold=0.091580000000000009 -0.083284999999999984 0.060015000000000006 -0.089384999999999978 -0.10142499999999997 0.086510000000000017 1.0000000180025095e-35 0.0047000000000000011 0.11424000000000001 0.11846000000000001 0.10480500000000002 -0.087714999999999987 0.087405000000000024 -0.074484999999999982 0.10250500000000003 0.097445000000000018 0.054800000000000008 -0.073849999999999985 -0.072804999999999981 0.030280000000000001 -0.24955499999999997 -0.13578499999999996 0.095645000000000022 0.083235000000000017 -0.087399999999999992 0.091055000000000011 0.09142500000000002 0.0034250000000000005 -0.080744999999999997 -0.12788999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 6 7 8 9 10 11 12 -6 -13 15 19 17 -16 -18 20 21 -15 23 24 -22 27 -27 -26 29 -29
right_child=1 -3 -4 4 5 -7 -8 -9 -10 -11 -12 13 -14 14 16 -17 18 -19 -20 -21 22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-1.2646413476128751e-05 6.3377436496011793e-05 -2.1872494812054652e-05 -1.6246582088735357e-05 9.7475150098381137e-06 -1.7032301402650775e-05 9.6556055565927712e-06 -1.2696505035862736e-05 8.5434912004226752e-06 -9.747339704565169e-06 8.4362176354401381e-06 -1.3623719360111865e-05 -7.8613773343692487e-06 2.6154591803008644e-05 -3.682617199791077e-06 2.0928796307847129e-07 -1.2426892550953701e-05 6.1373699622890855e-06 2.2375041095074268e-05 -9.5728138230047738e-06 -1.114258449524641e-05 -9.3532622435709038e-06 2.0916710583865746e-05 9.4061502281874722e-06 -1.1469194594775963e-05 1.5421211835184786e-07 2.9256108522847924e-05 4.7917002216400611e-07 2.253090399419846e-07 -1.9529245298912001e-06 -5.2762272634540948e-05
leaf_weight=24 25 37 22 21 20 26 21 30 24 26 29 38 28 22 30 29 24 25 28 25 27 21 25 22 1260 23 998 27 141 23
leaf_count=24 25 37 22 21 20 26 21 30 24 26 29 38 28 22 30 29 24 25 28 25 27 21 25 22 1260 23 998 27 141 23
internal_value=0 4.97296e-06 2.61066e-05 -1.37547e-07 -3.79082e-08 -1.06589e-07 -1.92165e-07 -1.03e-07 -1.91986e-07 -1.12661e-07 -1.90242e-07 -5.28761e-08 8.16005e-06 -1.94275e-07 -8.83298e-08 -2.60242e-07 4.15806e-06 1.02846e-05 -2.32196e-06 -1.25264e-07 -1.8878e-08 8.33101e-06 -1.59901e-07 -2.54765e-07 -1.56038e-07 -5.55833e-08 1.12743e-06 -8.88011e-07 -7.76341e-06 -2.4149e-05
internal_weight=0 84 47 3037 3013 2992 2966 2945 2915 2891 2865 2836 48 2788 2750 2643 107 55 52 2614 2589 43 2546 2521 2499 2472 1021 1451 191 50
internal_count=3121 84 47 3037 3013 2992 2966 2945 2915 2891 2865 2836 48 2788 2750 2643 107 55 52 2614 2589 43 2546 2521 2499 2472 1021 1451 191 50
is_linear=0
shrinkage=0.1


Tree=5260
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 132 403 0 50 16 3 400 43 1212 1186 1183 1186 390 51 51 403 15 16 15 13 48 16 1 1 50 51
split_gain=2.62096e-07 1.55997e-06 5.28517e-07 4.10374e-07 2.17548e-07 2.08201e-07 2.65188e-07 4.37924e-07 6.39166e-07 8.34078e-07 2.05164e-07 5.60653e-07 5.08256e-07 1.97513e-07 3.94476e-07 2.73051e-07 2.18916e-07 2.14172e-07 1.09121e-06 1.8065e-06 9.68371e-07 2.63084e-06 1.08011e-06 8.45962e-07 9.62861e-07 8.55863e-07 1.39905e-06 1.27514e-06 1.02587e-06 7.52128e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.085749999999999979 -0.088034999999999988 -0.073309999999999986 0.09227500000000001 -0.095094999999999985 -0.080104999999999996 -0.080619999999999983 -0.03898999999999999 0.087505000000000013 -0.089559999999999987 -0.073809999999999973 -0.0046349999999999994 0.088565000000000019 0.087505000000000013 0.090230000000000019 -0.0031149999999999997 -0.088429999999999995 -0.086989999999999984 -0.09095499999999998 -0.084154999999999994 0.096085000000000018 -0.071854999999999988 0.10337500000000001 0.12082500000000002 0.11700000000000001 0.078435000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -7 -10 11 12 -3 -12 -15 -16 17 29 -19 -20 22 -22 -21 24 -23 -25 28 -28 -27 -17
right_child=1 10 -4 -5 -6 6 -8 -9 9 -11 13 -13 -14 14 15 16 -18 18 19 20 21 23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-9.5691973421288334e-06 2.7409830294172501e-05 8.673633301725658e-06 -1.700826405431144e-05 -1.4786456605569193e-05 8.6436817364301544e-06 -6.9062552534483579e-06 -9.7000738729878917e-06 -1.0490001945332292e-05 2.5714554203659647e-06 2.8171197459414544e-05 -8.7533087935298688e-06 1.74099798205134e-05 -1.2628951368415508e-05 1.3657068627383393e-05 -1.0950936876210821e-05 -1.9218048648495194e-07 9.499212366392841e-06 1.9476453521885121e-05 -2.3911684151503972e-05 -1.0791169536768142e-07 3.0810220906042141e-05 -2.661123575308011e-05 -2.4722277769549032e-05 2.4724283130126422e-05 2.1169563694911633e-06 2.336346241838114e-05 -2.9408164592885965e-05 5.4404184582034805e-06 -2.2387191134400603e-06 -1.27140471091962e-05
leaf_weight=26 21 24 25 21 25 27 22 21 35 20 26 25 21 21 23 2278 24 33 28 94 37 20 22 20 28 34 21 21 29 49
leaf_count=26 21 24 25 21 25 27 22 21 35 20 26 25 21 21 23 2278 24 33 28 94 37 20 22 20 28 34 21 21 29 49
internal_value=0 2.53587e-07 -3.31155e-06 -1.57339e-06 3.16616e-09 -1.42738e-06 2.66115e-07 2.39482e-06 5.69459e-06 1.18805e-05 5.54355e-08 5.40298e-06 -1.26757e-06 -7.78723e-08 3.20655e-09 -1.00644e-07 -9.49827e-09 -9.35841e-08 2.08472e-06 4.63461e-07 2.55703e-06 6.60774e-06 -4.77615e-06 1.43149e-06 -9.85312e-06 5.76478e-06 2.15345e-06 -1.19839e-05 1.15783e-05 -4.55855e-07
internal_weight=0 2899 222 197 176 151 125 103 82 55 2878 70 45 2808 2782 2761 2738 2714 387 354 326 210 116 173 48 125 105 42 63 2327
internal_count=3121 2899 222 197 176 151 125 103 82 55 2878 70 45 2808 2782 2761 2738 2714 387 354 326 210 116 173 48 125 105 42 63 2327
is_linear=0
shrinkage=0.1


Tree=5261
num_leaves=31
num_cat=0
split_feature=132 394 1203 0 0 12 3 16 43 12 12 130 1 13 147 147 15 159 13 2 31 45 40 151 4 4 12 49 133 4
split_gain=2.12299e-07 1.28076e-06 4.84935e-07 2.1346e-07 2.14351e-07 5.00195e-07 4.7546e-07 3.14878e-07 2.37552e-07 2.43923e-07 1.93835e-07 4.57818e-07 2.46479e-07 8.0285e-07 5.31637e-07 6.64497e-07 4.3663e-07 6.22611e-07 4.23003e-07 4.13435e-07 3.67344e-07 4.89728e-07 3.75383e-07 8.25704e-07 3.64096e-07 8.50972e-07 2.3506e-06 3.58979e-06 2.68561e-06 2.09809e-06
threshold=-0.083174999999999985 0.10969000000000002 0.088820000000000024 -0.098289999999999975 -0.091069999999999984 0.11418000000000002 -0.073309999999999986 -0.072804999999999981 -0.011244999999999998 0.087505000000000013 0.23631000000000002 -0.22461999999999996 0.13686500000000004 0.01128 0.099730000000000027 0.093875000000000014 -0.43375999999999998 0.10713500000000002 -0.07965499999999999 0.15950500000000004 -0.086279999999999982 0.094030000000000016 -0.083564999999999987 -0.087374999999999994 -0.012164999999999999 -0.0057249999999999992 0.083715000000000026 -0.017229999999999999 0.089200000000000015 -0.0086549999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 -5 6 7 8 -6 -10 11 -2 14 16 15 20 17 -14 19 -18 -13 22 23 -22 -24 26 27 -26 29 -28
right_child=1 -3 -4 4 5 -7 -8 -9 9 -11 -12 12 13 -15 -16 -17 18 -19 -20 -21 21 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=-9.281483503644138e-06 1.3867259715520201e-05 2.3732155802028267e-05 -1.528272201280093e-05 8.6914345520199276e-06 -6.5041517833227166e-06 -1.3320782961402853e-05 1.5596887988067464e-05 -1.2515545054156975e-05 -2.856816651757299e-06 1.1498433973586011e-05 -9.103148611599034e-06 1.371328143250139e-05 -2.198861975301725e-05 -2.2100072895963898e-05 1.263935975142725e-05 -1.5853278091526592e-05 -1.2168672757347257e-05 1.9012715066916525e-06 1.2350153915718921e-05 6.4089507989137931e-06 -2.4158153405551277e-05 -1.4109968443184094e-05 -5.8150888322909086e-07 -4.6687548129572247e-08 -2.5442244566420416e-06 4.7684659043501056e-07 1.7531832292405624e-05 5.5383941806845227e-05 -3.2176914160118031e-05 -7.4481616734531062e-06
leaf_weight=28 24 23 28 25 24 28 20 20 20 29 23 20 20 21 34 26 23 24 32 25 20 24 1459 49 20 851 80 23 20 58
leaf_count=28 24 23 28 25 24 28 20 20 20 29 23 20 20 21 34 26 23 24 32 25 20 24 1459 49 20 851 80 23 20 58
internal_value=0 2.28235e-07 -2.9804e-06 -1.2048e-06 1.57527e-07 -1.35558e-06 1.60925e-06 -1.39884e-06 1.64683e-06 5.63915e-06 4.02685e-08 1.1398e-07 -2.69688e-09 -4.01858e-06 2.14257e-07 5.48402e-08 -9.56392e-07 -8.95777e-06 3.44437e-06 -2.49283e-06 2.12466e-07 1.08773e-07 2.41041e-07 -7.03552e-06 4.40994e-07 1.85909e-06 7.71125e-06 2.84406e-05 2.06971e-06 7.03299e-06
internal_weight=0 2899 222 194 166 141 113 93 73 49 2876 2853 2829 145 2684 2650 124 44 80 48 2624 2604 2580 69 2511 1052 201 43 158 138
internal_count=3121 2899 222 194 166 141 113 93 73 49 2876 2853 2829 145 2684 2650 124 44 80 48 2624 2604 2580 69 2511 1052 201 43 158 138
is_linear=0
shrinkage=0.1


Tree=5262
num_leaves=31
num_cat=0
split_feature=46 46 400 132 0 403 12 2 400 1185 401 401 402 401 402 401 1212 1212 1213 1176 1210 1210 402 402 402 12 133 0 402 1209
split_gain=2.06932e-07 2.73565e-07 2.06295e-07 2.22376e-06 9.33631e-06 6.06198e-06 9.07055e-07 6.5262e-07 5.64137e-07 2.75685e-07 1.98196e-07 4.61259e-07 5.67046e-07 3.68663e-07 1.29441e-06 2.45757e-07 2.97724e-07 2.54659e-07 2.86722e-07 3.69195e-07 2.36386e-07 3.00621e-07 3.94763e-07 1.80422e-06 7.79329e-07 7.71272e-07 3.93109e-07 1.58852e-06 1.44457e-06 1.02609e-06
threshold=0.096120000000000011 1.0000000180025095e-35 -0.082199999999999981 -0.083284999999999984 -0.082394999999999982 -0.075504999999999975 0.089300000000000004 0.084145000000000011 -0.079519999999999993 -0.083264999999999992 -0.47313999999999995 -0.46360499999999999 -0.45454999999999995 -0.13200999999999999 -0.41103999999999991 0.13729500000000003 0.12799000000000002 0.11579500000000002 0.12955000000000003 0.086510000000000017 -0.13847499999999999 -0.090569999999999998 -0.064959999999999976 -0.088494999999999976 -0.025879999999999997 0.095175000000000023 0.26753000000000005 -0.079634999999999997 -0.011165 -0.065739999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -5 -1 -4 -10 -11 -12 -13 -14 -15 16 17 18 19 20 -16 -22 23 25 -24 -23 28 -28 -26 -30
right_child=-2 -3 8 5 -6 -7 -8 -9 9 10 11 12 13 14 15 -17 -18 -19 -20 -21 21 22 24 -25 26 -27 27 -29 29 -31
leaf_value=-1.9724976639389796e-05 7.6459342095144436e-06 -1.1461361161006305e-05 -1.6522057367616244e-05 -2.9183695285330314e-06 7.4158604384138023e-05 -5.4001725229248962e-05 2.4040979716725512e-05 2.9623614835827539e-06 1.1627393232629402e-05 9.7662388930075396e-06 -1.4327734385480418e-05 1.4885029893775935e-05 1.0602666706319959e-05 -2.4523286554705754e-05 7.4982501852597739e-06 9.5058156078336592e-06 -1.0340957255172318e-05 1.1087748048339564e-05 -8.9803309996617874e-06 1.223047274407918e-05 -1.2558221478684573e-05 5.0079622082778644e-06 -1.9237418432153803e-05 3.1200737571039515e-05 2.6595403287501544e-05 -1.7089674491382375e-05 9.7645971436577397e-06 -3.0091605419784174e-05 -2.0149597895187285e-05 -1.7449633309939182e-07
leaf_weight=21 35 21 21 26 20 21 24 32 20 20 23 25 31 22 39 26 29 20 37 24 20 56 22 22 20 22 20 20 26 2356
leaf_count=21 35 21 21 26 20 21 24 32 20 20 23 25 31 22 39 26 29 20 37 24 20 56 22 22 20 22 20 20 26 2356
internal_value=0 -8.67246e-08 -8.79074e-09 3.6862e-06 1.59417e-05 -8.91451e-06 1.00221e-05 -6.02696e-06 -1.90947e-07 -7.26873e-08 -1.53938e-07 -2.2331e-07 -1.08963e-07 -2.42267e-07 -3.63156e-07 -1.70505e-07 -2.6256e-07 -1.5447e-07 -2.38242e-07 -1.16045e-07 -2.29013e-07 -3.4564e-07 -2.50378e-07 5.90889e-06 -5.00348e-07 -1.2247e-06 -3.31546e-07 -1.01635e-05 -1.67816e-07 -3.92529e-07
internal_weight=0 3086 3065 144 73 71 50 53 2921 2900 2880 2860 2837 2812 2781 2759 2733 2704 2684 2647 2623 2584 2564 100 2464 78 2442 40 2402 2382
internal_count=3121 3086 3065 144 73 71 50 53 2921 2900 2880 2860 2837 2812 2781 2759 2733 2704 2684 2647 2623 2584 2564 100 2464 78 2442 40 2402 2382
is_linear=0
shrinkage=0.1


Tree=5263
num_leaves=31
num_cat=0
split_feature=132 132 1203 400 16 12 131 3 482 483 131 15 52 15 42 52 2 479 15 15 15 12 401 13 401 1213 1210 1212 1447 1447
split_gain=2.33555e-07 1.15478e-06 5.41842e-07 2.06484e-07 5.09423e-07 3.7772e-07 2.01085e-07 4.9463e-07 3.71969e-07 4.11607e-07 3.20821e-07 2.7841e-07 1.27065e-06 7.73408e-07 9.0039e-07 4.25002e-07 3.53176e-07 3.26488e-07 5.81596e-07 4.80826e-07 1.00172e-06 1.33821e-06 2.15688e-06 1.95053e-06 5.95486e-07 3.27971e-07 2.31576e-06 1.37582e-06 4.91461e-07 3.86535e-06
threshold=-0.083174999999999985 -0.050879999999999988 0.088820000000000024 -0.064794999999999978 -0.077074999999999991 0.090545000000000014 0.11863000000000001 -0.07359499999999998 0.12191 0.12325000000000001 0.11355500000000002 0.12044500000000001 0.17829500000000004 0.11601500000000002 0.091625000000000012 1.0000000180025095e-35 0.10060500000000001 0.098570000000000005 0.11171000000000002 0.095175000000000023 0.096055000000000015 0.097325000000000009 -1.0000000180025095e-35 -0.083364999999999981 0.13485500000000003 -0.085284999999999986 -0.087769999999999973 -0.089079999999999979 -0.085684999999999997 -0.086279999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 8 -8 9 10 11 13 15 17 -15 16 -13 18 19 24 -21 22 -22 -24 25 26 -5 -27 29 -29
right_child=1 3 -4 6 -6 -7 7 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 20 21 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-1.249166094220124e-06 2.0823681370529813e-05 6.1101336565403285e-06 -1.6130193310865643e-05 3.2809482066416723e-05 1.8432868230212039e-05 -1.0868078876455912e-05 1.4533223350099435e-06 -1.8593800684882924e-05 1.2683799958841004e-05 -1.2372501859553504e-05 1.0497383410156232e-05 -6.4619122204021549e-06 2.2831816643482508e-05 2.085486564531245e-07 -2.9108053986419691e-05 -1.3375399426381179e-05 8.8420645249399102e-06 1.0669280969263388e-05 -1.4520417179093266e-05 2.6468906635273016e-05 -3.1063854575305327e-05 2.1060633958671005e-05 -1.5287206259437462e-05 2.0872148530283344e-05 -1.7121978193504869e-05 -2.6653071636246753e-05 -6.309329016903275e-07 -4.0509433529863802e-06 -6.256770275271268e-07 4.5719423585524058e-05
leaf_weight=194 27 38 28 24 21 20 32 20 23 27 29 25 29 22 20 22 38 28 28 20 22 28 26 35 21 20 151 71 2012 20
leaf_count=194 27 38 28 24 21 20 32 20 23 27 29 25 29 22 20 22 38 28 28 20 22 28 26 35 21 20 151 71 2012 20
internal_value=0 2.39379e-07 -3.12605e-06 4.58634e-08 5.08752e-06 2.55578e-07 -9.67397e-08 -6.25711e-06 2.01298e-08 -8.70316e-08 3.6234e-08 -7.77304e-08 4.75715e-06 -2.94047e-07 -1.37517e-05 -1.40951e-06 2.76906e-06 -6.84995e-08 -1.8983e-07 -2.60523e-08 5.86816e-06 2.15631e-06 -4.22105e-06 5.45996e-06 -3.59016e-07 -2.05829e-07 3.95518e-06 -5.48823e-07 -3.00566e-07 6.8876e-06
internal_weight=0 2899 222 2872 79 58 2793 52 2741 2718 2691 2662 114 2548 42 85 63 2506 2478 2450 131 111 83 61 2319 2298 175 2123 2103 91
internal_count=3121 2899 222 2872 79 58 2793 52 2741 2718 2691 2662 114 2548 42 85 63 2506 2478 2450 131 111 83 61 2319 2298 175 2123 2103 91
is_linear=0
shrinkage=0.1


Tree=5264
num_leaves=31
num_cat=0
split_feature=132 399 1203 394 390 16 16 1209 13 43 2 16 457 150 147 52 3 1 4 3 9 10 0 45 52 16 16 16 402 16
split_gain=1.91376e-07 1.16564e-06 7.3121e-07 2.73288e-07 2.03473e-07 1.94883e-07 1.97816e-06 1.11761e-06 3.13855e-06 7.57548e-07 7.83209e-07 5.99054e-07 5.87127e-07 6.69077e-07 5.82594e-07 4.59575e-07 5.38676e-07 1.42035e-06 1.39448e-06 1.22052e-06 4.56577e-07 1.42632e-06 4.65968e-07 5.01184e-07 4.53065e-07 4.4713e-07 1.86793e-06 1.06753e-06 2.06568e-06 1.03058e-06
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.0066850000000000008 0.087590000000000015 -0.092484999999999984 -0.094359999999999986 -0.087714999999999987 -0.052719999999999996 -0.24021999999999996 0.25063000000000007 -0.095964999999999981 0.098180000000000003 0.12068000000000002 0.095485000000000014 -0.075329999999999994 -0.090569999999999984 0.078340000000000007 -0.080744999999999997 -0.083654999999999993 0.092235000000000011 0.0036750000000000007 -0.23091999999999999 0.094030000000000016 0.060015000000000006 -0.088704999999999992 -0.087989999999999985 -0.083539999999999989 -1.0000000180025095e-35 -0.082179999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 9 8 -7 -2 11 12 13 14 15 -11 17 -17 -18 -20 21 22 -9 25 -19 -24 -27 28 -28 -29
right_child=1 -3 -4 -5 -6 7 -8 20 -10 10 -12 -13 -14 -15 -16 16 18 24 19 -21 -22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-1.0131384368257703e-06 1.6174644204309317e-05 1.7612828325677824e-05 -2.1085801172375796e-05 -9.2067097796189053e-06 7.6640659374658889e-06 3.9320865527350606e-05 -2.4618741174760675e-05 1.1599826453836133e-05 -1.0827525693457574e-05 1.3784512480118464e-05 -1.7594210659673856e-05 1.4371619221896659e-05 -1.7280964420067556e-05 1.5110243051215853e-05 -1.7348600860194503e-05 2.2964694107940889e-05 -2.4574924717584239e-05 2.6212551201751923e-06 -2.4472230498282616e-05 3.3866374525119606e-07 -1.4918175411366976e-05 2.6191244701511184e-05 -7.2229077536083276e-06 -1.5573675631501481e-05 -1.5187334115580599e-05 2.7428855892139835e-05 -3.4445048611185206e-05 1.7708694301344462e-05 -1.3048876580261791e-06 1.2594712121923306e-07
leaf_weight=196 27 38 20 32 35 26 35 34 24 22 27 27 21 27 21 32 27 50 21 355 20 21 83 21 20 25 26 34 68 1706
leaf_count=196 27 38 20 32 35 26 35 34 24 22 27 27 21 27 21 32 27 50 21 355 20 21 83 21 20 25 26 34 68 1706
internal_value=0 2.13532e-07 -2.87172e-06 -1.70829e-08 8.66448e-08 -8.07293e-09 -1.43675e-06 4.79099e-07 1.52496e-05 -2.38268e-07 -9.20035e-07 -1.97398e-07 -8.57404e-07 -2.57587e-07 -1.01476e-06 -3.63887e-07 -9.80253e-07 5.51163e-06 -2.62336e-06 -1.04705e-06 1.16721e-07 2.65729e-07 -6.89798e-09 -2.07931e-07 -2.46691e-06 -4.17725e-08 2.78848e-07 -9.12444e-08 -1.04713e-05 4.69518e-07
internal_weight=0 2905 216 2867 2835 2800 712 2088 50 677 650 623 596 575 548 527 505 102 403 376 2038 2018 1997 1963 70 1942 1859 1834 94 1740
internal_count=3121 2905 216 2867 2835 2800 712 2088 50 677 650 623 596 575 548 527 505 102 403 376 2038 2018 1997 1963 70 1942 1859 1834 94 1740
is_linear=0
shrinkage=0.1


Tree=5265
num_leaves=31
num_cat=0
split_feature=46 44 1428 473 12 12 403 12 12 133 12 0 12 42 3 1212 12 1447 484 481 484 12 12 12 16 1 33 1 1 51
split_gain=2.14338e-07 6.7855e-07 3.28114e-07 4.86681e-07 2.20861e-07 1.29124e-06 1.63236e-06 8.41878e-07 8.33693e-07 2.69452e-06 8.05819e-07 2.50653e-06 8.44836e-07 2.22765e-06 7.9562e-07 7.80559e-07 1.39382e-06 7.44461e-07 1.66741e-06 3.96075e-06 3.76216e-06 1.95065e-06 1.99868e-06 1.86084e-06 1.28941e-06 8.4783e-07 2.59381e-06 1.93317e-06 1.5919e-06 1.4564e-06
threshold=0.084955000000000017 0.10049500000000001 -0.071779999999999997 -0.072684999999999986 0.084535000000000013 0.08493500000000001 -0.019354999999999994 0.084290000000000018 0.085325000000000012 -0.010614999999999998 0.085635000000000003 -0.086234999999999992 0.085955000000000018 0.083865000000000009 -0.084144999999999984 0.087615000000000012 0.08401500000000002 -0.086359999999999978 -0.081614999999999979 -0.083994999999999986 -0.093244999999999981 0.083715000000000026 0.083310000000000009 0.078300000000000008 -0.080789999999999987 0.091535000000000019 -0.009184999999999997 0.087325000000000014 0.094220000000000012 0.086685000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 7 6 -6 15 9 -7 11 -10 13 -12 -8 16 17 -5 20 -20 -19 22 23 25 -25 27 -27 29 -28 -21
right_child=1 -3 3 4 5 8 14 -9 10 -11 12 -13 -14 -15 -16 -17 -18 18 19 21 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-1.0175594002248545e-05 2.0662784118030688e-05 -3.6392637639437455e-06 1.5551519609289244e-05 1.5671777481866928e-05 3.7073821355685751e-05 1.3598888914619543e-05 -5.4084766731827562e-06 -1.8387611251975097e-05 -8.517240079025465e-06 -3.0437928930813076e-05 7.3874428262174866e-06 3.3429262849235136e-05 3.5028858977840868e-07 -3.8245525674938106e-05 1.9868128460984736e-05 -1.758166130524909e-05 2.0876051985396773e-05 -8.3524150747333373e-07 4.368977604826796e-05 4.6350740767804886e-06 -5.1746565770285787e-05 -2.5553304703862525e-05 2.6369738151077874e-05 -3.3641001498146014e-05 -6.3596194195270077e-07 -3.7401803128886966e-05 2.6268252761275069e-05 2.5553500280203969e-05 -1.8401026283654655e-06 -2.3201937666396009e-05
leaf_weight=32 20 27 20 26 21 24 33 28 29 33 23 28 1756 20 20 27 30 47 20 129 21 32 27 29 20 20 21 39 497 22
leaf_count=32 20 27 20 26 21 24 33 28 29 33 23 28 1756 20 20 27 30 47 20 129 21 32 27 29 20 20 21 39 497 22
internal_value=0 6.70203e-06 -1.02457e-07 3.50646e-09 -9.93924e-08 5.17605e-07 1.34788e-05 -1.28391e-06 1.62303e-08 -1.18961e-05 3.82073e-07 1.20881e-05 1.1177e-08 -1.38372e-05 4.12986e-06 -8.08334e-07 -3.46212e-07 -1.01639e-06 -1.48597e-06 -2.88669e-07 -1.65579e-05 -1.34079e-06 -3.77103e-07 -1.30653e-06 -2.01696e-05 -3.69029e-08 -2.06493e-06 5.70562e-06 -7.00575e-07 5.79351e-07
internal_weight=0 47 3074 3042 3022 1987 74 1035 1913 57 1856 57 1799 43 53 1007 980 950 924 856 68 836 804 777 49 728 538 190 518 151
internal_count=3121 47 3074 3042 3022 1987 74 1035 1913 57 1856 57 1799 43 53 1007 980 950 924 856 68 836 804 777 49 728 538 190 518 151
is_linear=0
shrinkage=0.1


Tree=5266
num_leaves=31
num_cat=0
split_feature=46 453 148 447 483 479 479 481 481 484 43 15 481 1447 1447 481 15 484 52 2 484 16 1453 157 49 49 2 2 1210 2
split_gain=2.03812e-07 2.94006e-07 3.56966e-07 3.85058e-07 2.73187e-07 2.63104e-07 3.49292e-07 3.86944e-07 5.18727e-07 2.4724e-06 1.66378e-06 4.71361e-07 3.71767e-07 3.65648e-07 1.41669e-06 4.714e-07 3.84617e-07 3.18244e-07 7.22294e-07 6.08054e-07 5.37221e-07 7.8201e-07 1.36091e-06 1.05596e-06 1.45695e-06 8.80182e-07 6.96712e-07 5.25827e-07 2.00763e-06 1.81876e-06
threshold=0.10987500000000001 0.097350000000000006 -0.10069499999999999 0.094580000000000011 -0.47181499999999993 0.10769500000000001 0.098035000000000011 -0.15265499999999996 -0.086484999999999992 -0.081614999999999979 -0.025214999999999998 -0.011859999999999997 -0.085474999999999982 -0.086849999999999997 -0.085709999999999995 -0.080074999999999993 -0.088429999999999995 -0.093244999999999981 -0.020999999999999994 0.092480000000000021 -0.0076649999999999991 0.013515000000000001 -1.0000000180025095e-35 -0.06482499999999998 0.088930000000000009 -0.008624999999999999 0.086825000000000013 0.084755000000000011 -0.14175499999999996 0.084985000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 11 9 10 -9 -6 -10 16 -15 -16 -14 18 19 -17 21 23 -23 -19 25 -25 -27 28 -22 -29
right_child=-2 -3 3 -5 5 -7 -8 8 12 -11 -12 -13 13 14 15 17 -18 20 -20 -21 27 22 -24 24 -26 26 -28 29 -30 -31
leaf_value=1.0205818429152286e-05 9.5910806397693136e-06 -1.133217872689863e-05 9.5095472897810399e-06 -1.1371037765760169e-05 1.0245274279441219e-06 -8.2406629796120501e-06 1.3197538239637653e-05 -2.5506937063255464e-05 -1.2265062912774739e-05 3.8021196214685918e-05 1.4793953821589683e-05 -2.0686313796431935e-05 1.9282028894167525e-05 -2.3386220184070578e-05 1.3736033011809923e-05 -8.3890270863538834e-06 -3.2963573175948119e-07 1.7067772793010453e-05 1.4165299828164281e-05 1.0743473978016902e-05 3.1330642456811363e-05 2.8257193426165595e-06 -2.7198588198492266e-05 -1.0541871615714628e-05 -2.8358052920587148e-05 -6.3884554037940697e-07 2.3798457423254149e-05 -2.4530536722267017e-05 1.3508312318468861e-06 -4.462811078228709e-07
leaf_weight=34 22 23 30 30 20 39 20 20 25 20 21 20 20 26 25 46 20 26 50 26 23 26 36 40 22 28 20 32 775 1556
leaf_count=34 22 23 30 30 20 39 20 20 25 20 21 20 20 26 25 46 20 26 50 26 23 26 36 40 22 28 20 32 775 1556
internal_value=0 -6.80864e-08 1.6138e-08 -9.77506e-08 1.45331e-08 -8.09902e-08 2.71401e-08 -6.29756e-08 7.25488e-08 9.19604e-06 -4.86502e-06 -9.83089e-06 -1.24663e-07 -1.61507e-08 -1.53871e-07 6.73088e-08 9.4762e-06 -5.89728e-08 4.93197e-06 -1.48007e-06 -2.94613e-07 -5.29994e-06 -1.46077e-05 -1.05668e-06 -5.34064e-06 4.13711e-07 9.54336e-06 1.2075e-07 2.21491e-06 -9.31606e-07
internal_weight=0 3099 3076 3042 3012 2982 2943 2923 2883 61 41 40 2822 2797 2757 2731 40 2706 122 72 2584 198 62 136 110 88 48 2386 798 1588
internal_count=3121 3099 3076 3042 3012 2982 2943 2923 2883 61 41 40 2822 2797 2757 2731 40 2706 122 72 2584 198 62 136 110 88 48 2386 798 1588
is_linear=0
shrinkage=0.1


Tree=5267
num_leaves=31
num_cat=0
split_feature=130 10 0 130 1429 156 1429 15 456 456 150 147 147 148 457 2 457 47 10 10 0 15 47 47 3 0 484 457 1 0
split_gain=1.92724e-07 4.73778e-07 8.59235e-07 4.25209e-07 1.93173e-07 7.32504e-07 2.68141e-07 2.49886e-07 2.51348e-07 2.90077e-07 3.45276e-07 4.23659e-07 9.62442e-07 4.06889e-07 3.03585e-07 1.23726e-06 4.08557e-07 2.83265e-07 1.66251e-06 4.32286e-06 1.35307e-06 5.39196e-06 1.41309e-06 1.00516e-06 8.96623e-07 3.71766e-07 3.48782e-07 3.25688e-07 3.53789e-07 1.32977e-06
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.14996499999999999 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.17980000000000004 -0.11319999999999998 -0.085409999999999986 0.12640500000000002 0.10271500000000001 0.095485000000000014 -0.098399999999999974 0.09228500000000002 0.090175000000000019 0.087995000000000004 0.094160000000000008 -0.011559999999999999 -0.084119999999999986 -0.10151999999999999 -0.11345499999999999 0.096850000000000006 0.091340000000000018 0.097915000000000016 -0.093584999999999988 -0.078424999999999981 -0.11701499999999999 0.091345000000000023 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 8 -8 -10 11 12 13 -11 16 -16 17 18 19 -15 21 24 -22 27 -19 -24 -27 -20 -29 -30
right_child=1 3 -4 4 5 -7 7 -9 9 10 -12 -13 -14 14 15 -17 -18 20 23 -21 22 -23 25 -25 -26 26 -28 28 29 -31
leaf_value=-9.7849183805465153e-06 -3.3861463591511854e-06 -1.4613201701649815e-05 2.5575506838322327e-05 -9.3208659977376981e-06 -9.6126533835245195e-06 1.9157894403178943e-05 -1.0039974025858101e-05 8.0017691469691225e-06 1.203166081722884e-05 -1.2956111347269447e-05 -9.5223682065855096e-06 -1.4429965717681624e-05 2.0548538700297841e-05 4.4147154712294597e-06 -5.6714423711431063e-06 2.0427383932725468e-05 -1.4290704384620768e-05 -1.3112340002408019e-05 1.2003888043016725e-05 -5.4503797964571281e-05 -2.5827655701418521e-05 5.9044250244824075e-05 -1.106211125085381e-05 2.1871447959364604e-05 1.1138594985119022e-05 -7.1697494994233634e-06 5.0349851036415816e-06 4.8158923379452822e-07 -2.7098172406459488e-05 -1.4469584772938729e-06
leaf_weight=20 21 20 20 22 29 20 25 39 20 24 38 20 23 33 39 34 20 30 22 20 21 20 21 21 31 28 143 1739 21 537
leaf_count=20 21 20 20 22 29 20 25 39 20 24 38 20 23 33 39 34 20 30 22 20 21 20 21 21 31 28 143 1739 21 537
internal_value=0 6.31086e-08 1.07415e-05 -7.99677e-08 1.56457e-08 8.37051e-08 -4.3541e-08 4.99262e-08 -5.59174e-08 3.00039e-08 -5.31965e-08 7.31922e-08 1.75797e-07 8.68795e-09 1.20614e-07 6.48418e-06 -5.09927e-08 5.4997e-08 -3.04889e-07 -1.78187e-05 2.98427e-06 1.39853e-05 -1.19923e-06 9.17912e-08 -7.88094e-07 1.49451e-06 3.03655e-06 -1.05437e-07 -2.21417e-07 -2.41233e-06
internal_weight=0 3101 41 3060 3040 3018 2998 2969 2930 2905 2885 2847 2827 2804 2780 73 2707 2687 2393 53 294 81 213 2340 61 192 171 2319 2297 558
internal_count=3121 3101 41 3060 3040 3018 2998 2969 2930 2905 2885 2847 2827 2804 2780 73 2707 2687 2393 53 294 81 213 2340 61 192 171 2319 2297 558
is_linear=0
shrinkage=0.1


Tree=5268
num_leaves=31
num_cat=0
split_feature=472 1429 11 4 155 2 2 1371 49 475 472 481 481 1456 403 484 16 12 483 47 0 15 47 0 4 2 1 160 1 52
split_gain=1.87315e-07 4.52898e-07 2.42863e-07 5.71148e-07 4.60709e-07 2.13863e-07 2.19585e-06 2.06621e-06 1.01856e-06 3.72807e-06 1.29494e-06 7.78359e-07 2.58415e-06 1.13086e-06 1.01498e-06 7.75379e-07 8.13253e-07 1.23382e-06 7.58409e-07 7.75271e-07 5.41685e-06 4.36041e-06 3.31092e-06 1.31797e-06 1.04863e-06 2.73167e-06 1.35337e-06 1.29762e-06 1.3609e-06 1.24293e-06
threshold=-0.38234499999999999 -0.23587499999999997 0.097680000000000017 -0.018869999999999994 0.14039500000000002 0.087675000000000017 0.087545000000000026 0.083235000000000017 0.08610000000000001 -0.0041249999999999993 -0.078554999999999986 -0.087424999999999989 -0.13925499999999996 0.088395000000000015 -0.5425549999999999 0.062030000000000009 -0.0013749999999999997 0.08486500000000001 -0.086029999999999981 0.092165000000000011 -0.10224499999999999 -0.10324499999999999 0.085270000000000026 -0.088774999999999979 -1.0000000180025095e-35 0.079055000000000014 0.091535000000000019 0.081905000000000019 0.094715000000000008 -0.14488499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 8 10 -10 -3 12 -12 14 -13 18 17 -17 -16 22 -21 -22 24 -23 27 26 -26 29 -29 -20
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11 11 13 -14 -15 15 16 -18 -19 19 20 21 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-8.8004446107940268e-06 1.4048535851306163e-05 -2.0002027582860694e-05 -1.9486766783908632e-05 2.3296667320339892e-06 1.4495122476629068e-05 -8.1914462626109241e-07 3.2216523719729264e-05 -2.9348913326627914e-05 4.9217599296298432e-05 -5.337212359500271e-07 8.6163793639570947e-06 -1.6529108898160333e-05 -3.7182335158418445e-05 2.2687951357625025e-05 1.7588755442023199e-05 -5.0582066223096971e-06 5.1349151580952208e-06 -3.3461182674727752e-05 2.4977563006442239e-05 -4.2790139577846279e-05 4.3868740747553683e-05 -2.776803152755747e-05 4.2028065486409194e-05 1.8739657449865869e-06 2.5330863015527859e-05 4.4101362618675921e-05 -2.046815913152906e-06 -2.882030630189547e-05 1.300581053934972e-06 7.8842156685683262e-07
leaf_weight=24 23 31 21 28 22 1600 22 23 20 61 28 33 22 24 31 65 43 20 22 30 23 20 21 60 23 20 84 30 30 617
leaf_count=24 23 31 21 28 22 1600 22 23 20 61 28 33 22 24 31 65 43 20 22 30 23 20 21 60 23 20 84 30 30 617
internal_value=0 6.82011e-08 -3.64013e-08 -7.02023e-06 7.67253e-08 -2.8904e-08 8.72297e-07 3.72968e-07 8.76358e-07 1.17506e-05 1.86609e-07 6.88894e-07 -1.15351e-05 1.19993e-06 7.59901e-07 1.26081e-06 -6.07192e-06 -1.17413e-05 2.18919e-06 1.70206e-06 -5.39583e-06 5.49571e-06 2.81661e-06 -5.53653e-06 1.8197e-06 1.01788e-05 3.83811e-06 3.0096e-07 -1.37599e-05 1.62122e-06
internal_weight=0 3097 3074 49 3025 3003 1403 1381 1358 81 1277 1246 50 1196 1172 1139 128 85 1011 980 133 103 847 80 826 127 107 699 60 639
internal_count=3121 3097 3074 49 3025 3003 1403 1381 1358 81 1277 1246 50 1196 1172 1139 128 85 1011 980 133 103 847 80 826 127 107 699 60 639
is_linear=0
shrinkage=0.1


Tree=5269
num_leaves=31
num_cat=0
split_feature=1429 156 1429 132 399 1203 393 1 0 3 52 41 41 33 2 155 1429 475 130 130 394 130 0 13 3 1 1 1 16 14
split_gain=2.08028e-07 6.47805e-07 2.44454e-07 1.83313e-07 9.68306e-07 5.97984e-07 2.09944e-07 8.5686e-07 2.2906e-07 2.14056e-07 1.00205e-06 4.66955e-07 1.26725e-06 6.95855e-07 3.7716e-07 4.65162e-07 3.53908e-07 8.3153e-07 2.46344e-07 9.02316e-07 7.84126e-07 4.18741e-07 6.24333e-07 4.88486e-07 6.75484e-07 2.88806e-07 1.09894e-06 9.65649e-07 5.84916e-07 5.60457e-07
threshold=-0.23752499999999996 0.32523500000000005 -0.094049999999999981 -0.083449999999999983 0.091580000000000009 0.089480000000000018 0.088255000000000014 0.088975000000000012 0.22582000000000002 -0.16726499999999997 0.0031350000000000002 0.088520000000000015 0.095655000000000018 -0.0066799999999999993 0.09580000000000001 0.11562500000000002 -0.069929999999999978 -0.011519999999999997 -0.0089599999999999975 -0.004729999999999999 -0.0065099999999999993 -0.22699999999999995 -0.083674999999999986 -0.011914999999999999 -0.087909999999999988 0.10727500000000002 0.10920500000000001 0.10638500000000002 -0.5335399999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 -4 8 -8 9 10 14 13 -13 -11 -5 -16 17 -15 21 -20 -21 -18 23 -23 -25 27 -27 29 -28 -22
right_child=1 -3 3 4 -6 -7 7 -9 -10 11 -12 12 -14 16 15 -17 18 -19 19 20 25 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=-9.6897744449300024e-06 -9.1855989200572875e-06 1.8007904018304543e-05 -1.083250798838975e-06 -1.2066109475199484e-05 1.6106800682648196e-05 -1.9252918937127108e-05 4.1131837071909959e-06 -2.0878117022774584e-05 -1.0243238890931632e-05 1.5392459990835052e-05 2.4808440982724279e-05 -2.6849255075079704e-05 4.5825348855753971e-06 -5.4240791390232825e-06 1.1314333016009138e-05 -5.3968639833563487e-06 -8.4214975438292409e-06 2.2098666127219432e-05 -1.6491008714450909e-05 1.4359753377730896e-05 1.6023240391405125e-05 1.0615698981512521e-05 1.8697722103136205e-05 -1.8062213059638889e-05 7.3015034060864272e-06 2.0799637121038766e-05 -1.116095685646494e-05 -2.2718123404956713e-05 1.8607438802705063e-06 -8.0917554261777631e-07
leaf_weight=22 29 20 192 20 38 20 34 23 21 30 20 23 29 21 36 31 22 23 34 37 20 35 31 21 21 29 38 20 374 1807
leaf_count=22 29 20 192 20 38 20 34 23 21 30 20 23 29 21 36 31 22 23 34 37 20 35 31 21 21 29 38 20 374 1807
internal_value=0 6.87816e-08 -4.77441e-08 3.91405e-08 2.51029e-07 -2.79737e-06 3.58438e-08 -5.97103e-06 1.60668e-07 2.40933e-07 4.62486e-06 6.15523e-08 -9.31999e-06 2.51892e-07 -1.50458e-08 3.58229e-06 7.25719e-08 8.96281e-06 -8.45878e-08 -3.18131e-07 -8.16239e-08 4.15332e-06 6.71485e-06 1.89058e-06 -5.38035e-06 -3.1516e-07 1.98411e-06 -8.64146e-07 6.59713e-07 -6.24913e-07
internal_weight=0 3099 3079 3050 2838 212 2800 57 2743 2722 107 2615 52 2563 87 67 2533 44 2489 2359 2325 130 108 77 42 2288 441 1847 412 1827
internal_count=3121 3099 3079 3050 2838 212 2800 57 2743 2722 107 2615 52 2563 87 67 2533 44 2489 2359 2325 130 108 77 42 2288 441 1847 412 1827
is_linear=0
shrinkage=0.1


Tree=5270
num_leaves=31
num_cat=0
split_feature=472 472 1429 1429 1419 2 4 471 1429 474 474 156 13 474 157 484 16 1371 1373 52 2 456 1 1 1 150 160 160 160 1374
split_gain=2.03304e-07 4.22034e-07 1.95515e-07 1.88301e-07 2.82467e-07 1.00677e-06 1.20939e-06 8.31852e-07 2.60494e-07 3.63601e-07 1.40123e-06 8.73031e-07 1.3876e-06 4.15145e-07 1.2417e-06 2.75364e-06 1.05499e-06 7.4765e-07 6.45316e-07 1.05727e-06 5.73655e-07 3.82634e-07 2.91456e-07 6.52874e-06 3.34638e-06 1.44609e-06 1.14904e-06 9.65182e-07 1.7665e-06 8.75118e-07
threshold=-0.38234499999999999 -0.095174999999999996 0.12387000000000002 0.11475 0.086890000000000009 0.087505000000000013 -0.034939999999999992 0.089900000000000022 0.092020000000000005 0.089435000000000014 0.088710000000000011 0.09747500000000002 -0.081659999999999996 0.08393500000000001 -0.086284999999999987 0.085790000000000019 -0.007794999999999999 0.083235000000000017 0.075690000000000021 -0.077024999999999996 0.088300000000000003 0.087015000000000023 0.09253500000000002 0.091535000000000019 0.093100000000000002 0.099590000000000026 -0.43215499999999996 -0.55248999999999981 -0.54512499999999997 -0.035729999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -7 8 9 10 13 12 21 17 15 -15 -16 18 22 -20 -18 -11 23 25 -24 27 -26 -3 -29 -28
right_child=1 2 -4 -5 5 6 -8 -9 -10 11 -12 -13 -14 14 16 -17 20 -19 19 -21 -22 -23 24 -25 26 -27 29 28 -30 -31
leaf_value=-9.168346163808868e-06 1.3011328061111272e-05 -1.629834935584134e-05 -9.4275622256067109e-06 9.7047585768450521e-06 1.1627680250967388e-05 1.0218529431378038e-06 -3.3337977071141723e-05 1.7916521128514574e-05 9.9159071571473497e-06 -1.3160343650313388e-05 2.4132014677509993e-05 6.9543221201229251e-06 -3.4760027629090475e-05 7.0456109267524888e-06 2.0635654913175606e-05 -4.4223009071360633e-05 3.62938000172427e-06 1.3882019836203725e-05 5.142048410008379e-06 -2.3355490401778904e-05 -1.4505577181614971e-05 5.1497610693331808e-06 4.2128952113671406e-05 -4.5317965691538122e-05 2.1801037179102425e-05 -2.2274657651775801e-05 2.0142381860447737e-05 2.9792192582958494e-05 6.0480289706589942e-07 -5.594230147365818e-07
leaf_weight=24 25 33 22 20 20 21 20 26 26 21 24 34 20 20 21 22 37 39 23 30 33 25 20 32 25 28 21 21 1649 739
leaf_count=24 25 33 22 20 20 21 20 26 26 21 24 34 20 20 21 22 37 39 23 30 33 25 20 32 25 28 21 21 1649 739
internal_value=0 7.10511e-08 -3.42572e-08 3.34978e-08 -3.03389e-08 -6.76634e-06 -1.5739e-05 1.08057e-07 -4.92726e-08 -1.38095e-07 7.22591e-08 -6.06377e-06 -1.27701e-05 -1.34484e-07 -5.58678e-06 -1.98094e-05 9.77492e-07 1.38131e-07 -6.63758e-08 -1.09886e-05 -4.91996e-06 -3.2092e-06 1.59045e-07 -5.60837e-07 1.73563e-06 2.66563e-07 7.065e-07 6.37176e-07 9.7183e-07 1.26005e-08
internal_weight=0 3097 3072 3050 3030 61 41 2969 2943 2917 2817 100 66 2793 133 42 91 2660 2621 53 70 46 2568 1763 805 1731 785 1703 1670 760
internal_count=3121 3097 3072 3050 3030 61 41 2969 2943 2917 2817 100 66 2793 133 42 91 2660 2621 53 70 46 2568 1763 805 1731 785 1703 1670 760
is_linear=0
shrinkage=0.1


Tree=5271
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 400 13 400 1429 156 1429 47 10 47 42 47 44 47 1428 1429 51 157 1375 150 1375 160 474 13 13 12 52
split_gain=1.97405e-07 5.83749e-06 2.83163e-06 1.02765e-06 2.44033e-07 7.272e-07 1.8727e-07 1.79546e-07 5.84722e-07 2.18942e-07 2.13861e-07 1.69292e-06 1.31714e-06 1.22319e-06 6.19439e-07 5.02201e-07 1.1872e-06 3.92055e-07 5.08377e-07 2.91153e-07 1.72699e-06 1.01768e-06 2.06334e-06 9.575e-07 7.30001e-07 8.0333e-07 8.77898e-07 9.1303e-07 7.49241e-07 1.21831e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.080619999999999983 -0.010094999999999998 -0.38516499999999992 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.094160000000000008 -0.0026549999999999994 0.089360000000000009 0.08511500000000001 0.097970000000000015 0.099360000000000018 0.10254000000000001 -0.071779999999999997 -0.060529999999999994 -0.085604999999999987 -0.086244999999999988 -0.15308499999999997 0.11235000000000002 -0.090674999999999992 -0.089974999999999986 0.089190000000000005 -0.074519999999999989 0.086705000000000018 0.090695000000000012 -0.24164999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 -6 9 -9 12 -12 17 -14 -13 16 -16 -11 -19 20 -20 22 -21 -23 -22 26 -26 28 -28 -30
right_child=2 -3 4 -5 7 6 -8 8 -10 10 11 14 13 -15 15 -17 -18 18 19 21 24 23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-7.0725932216914724e-09 -3.5958497119281677e-05 5.3026963949031643e-05 2.0007031002933219e-05 -2.3914327794045679e-05 -9.5328773386427205e-06 -8.7216315205296282e-06 4.0452832073006668e-06 -9.1081188589601818e-06 1.7013051747198914e-05 -1.4006988756136707e-05 3.0581907367377426e-05 -1.5266871061770791e-05 -3.5847324529640903e-05 -8.7317705038003619e-07 2.3904388825030767e-05 -1.1853547984704468e-05 7.7780249983040246e-07 1.1683139348098996e-05 -2.669719794831898e-05 3.6989687247445219e-05 -1.8034007131394573e-05 -2.1280170360460899e-05 -6.3203495849186527e-06 1.849063485291388e-07 1.0114083482091831e-05 2.0188023036098457e-05 -1.8281415853683334e-06 9.2918403149604676e-06 -3.2912951078637537e-05 -3.102069155735582e-06
leaf_weight=178 22 21 24 20 20 20 27 27 20 20 20 23 20 20 25 24 198 37 28 22 22 21 22 1996 56 20 75 38 26 29
leaf_count=178 22 21 24 20 20 20 27 27 20 20 20 23 20 20 25 24 198 37 28 22 22 21 22 1996 56 20 75 38 26 29
internal_value=0 2.89507e-06 -2.18474e-07 -2.42195e-06 5.45402e-08 5.84449e-06 -1.38745e-06 -9.18059e-08 -2.41037e-08 -1.4716e-07 -5.89231e-08 2.50907e-06 -3.62641e-07 -1.83603e-05 4.29598e-07 1.89121e-06 3.37047e-06 -6.41736e-08 5.24051e-08 -1.30328e-07 -3.07428e-06 2.89624e-07 1.53347e-05 -3.85773e-08 -5.87656e-07 9.85376e-07 -7.29146e-07 -4.34356e-06 -8.32929e-06 -1.71945e-05
internal_weight=0 219 2902 198 2880 71 47 2809 2789 2769 2742 290 2452 40 270 247 223 2412 2392 2355 294 2061 44 2017 266 244 224 168 130 55
internal_count=3121 219 2902 198 2880 71 47 2809 2789 2769 2742 290 2452 40 270 247 223 2412 2392 2355 294 2061 44 2017 266 244 224 168 130 55
is_linear=0
shrinkage=0.1


Tree=5272
num_leaves=31
num_cat=0
split_feature=472 1429 1425 1426 1455 484 16 1455 482 1455 2 1446 4 132 0 1186 2 481 132 2 52 2 15 1 3 1 3 12 12 1
split_gain=2.17979e-07 4.95733e-07 2.03218e-07 1.94991e-07 1.84839e-07 6.26542e-07 5.17827e-07 4.15902e-07 3.01047e-07 3.17355e-07 2.85947e-07 2.19439e-06 3.55969e-06 1.89054e-06 6.67136e-06 4.00238e-06 1.75624e-06 9.19895e-07 7.92688e-07 7.51703e-07 2.70135e-06 9.40361e-07 7.38193e-07 6.99381e-07 7.63229e-06 6.46846e-06 1.87278e-06 1.03517e-06 1.29475e-06 1.38706e-06
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 1.0000000180025095e-35 -0.092919999999999989 0.065750000000000017 -0.013024999999999998 -0.088559999999999986 0.11271500000000002 -0.065979999999999983 0.083715000000000026 0.083830000000000002 -0.015039999999999998 -0.083284999999999984 -0.082284999999999983 0.049580000000000006 0.083935000000000023 -0.009074999999999998 -0.014134999999999998 0.084415000000000004 0.086965000000000015 0.084550000000000014 0.084050000000000014 0.09202500000000001 -0.014944999999999998 0.093100000000000002 -0.078244999999999995 0.082480000000000012 0.085495000000000015 0.085605000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -6 9 -9 11 13 -13 14 -11 17 -12 -15 -19 20 22 -21 -18 24 26 -25 27 -20 -29 -30
right_child=1 2 -4 -5 7 6 -8 8 -10 10 16 12 -14 15 -16 -17 19 18 23 21 -22 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=-9.4934854170484577e-06 1.4700107709833665e-05 1.9046233170559971e-05 -9.4003986858929845e-06 9.8763029200199529e-06 -1.4175818640589051e-05 1.0425037511264568e-05 -9.9204116003389153e-06 -1.2410789696289051e-05 9.3025035004543238e-06 -1.6163168544627972e-05 -2.5125983415035021e-05 5.0657439367015562e-05 -3.8546660812244229e-06 -2.0253652025660685e-05 6.2806913476833869e-05 -4.2060232254184289e-05 3.7877575405651617e-05 2.0610603301065566e-05 -2.1969388688541421e-05 -2.1738757398755602e-05 -1.9270232983866923e-05 -4.6519939719065483e-07 1.194547822587597e-05 5.5770331205322191e-05 -6.2947296821675995e-05 -9.9123364132382571e-08 2.9863046785023821e-05 1.6976190694322212e-05 -2.2927715251390856e-05 1.24207337201036e-06
leaf_weight=24 23 22 23 20 21 22 29 21 34 23 29 23 25 21 20 23 21 20 22 21 21 1970 23 22 20 357 21 40 29 131
leaf_count=24 23 22 23 20 21 22 29 21 34 23 29 23 25 21 20 23 21 20 22 21 21 1970 23 22 20 357 21 40 29 131
internal_value=0 7.3574e-08 -3.58633e-08 3.47314e-08 -3.0208e-08 4.94077e-06 -1.14394e-06 -1.52886e-07 -5.26198e-08 -1.62187e-07 -7.29365e-08 1.53815e-06 2.22657e-05 2.09817e-07 2.05671e-05 -1.03007e-06 -6.88782e-07 3.51614e-07 1.00526e-06 -3.44094e-07 1.02385e-05 -6.89581e-07 2.43222e-05 3.94497e-07 -3.56765e-06 3.14396e-06 1.31956e-06 -1.3805e-06 8.84277e-07 -3.1387e-06
internal_weight=0 3097 3074 3051 3031 73 51 2958 2937 2903 2882 797 48 749 43 706 2085 683 662 2056 65 1991 44 642 263 379 243 222 200 160
internal_count=3121 3097 3074 3051 3031 73 51 2958 2937 2903 2882 797 48 749 43 706 2085 683 662 2056 65 1991 44 642 263 379 243 222 200 160
is_linear=0
shrinkage=0.1


Tree=5273
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1429 1186 2 52 132 130 0 46 453 148 447 150 2 2 4 4 160 4 0 2 48 157 43 160 13
split_gain=2.05992e-07 1.29151e-06 6.05409e-07 2.0032e-07 5.17273e-07 1.77441e-07 1.71156e-07 2.28733e-07 6.34745e-07 6.13663e-07 4.60663e-07 3.08768e-07 1.68971e-07 2.23115e-07 3.44431e-07 4.08277e-07 3.17249e-07 3.29708e-07 1.03879e-06 1.6517e-06 3.19438e-06 1.24755e-06 7.67451e-07 7.30835e-07 6.42117e-07 5.73791e-07 5.10931e-07 6.06573e-07 5.88201e-07 7.27856e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 -0.010834999999999999 0.089320000000000024 0.08709500000000002 -0.41094499999999995 0.096010000000000012 -0.087974999999999984 0.10987500000000001 0.097350000000000006 -0.10069499999999999 0.094580000000000011 -0.11226499999999999 0.10584500000000001 0.10981000000000002 -0.0073899999999999999 0.2623950000000001 0.11205000000000002 -0.42529999999999996 -0.20211999999999997 0.10497000000000002 -0.031249999999999997 0.086545000000000011 -0.23714499999999997 0.069910000000000014 0.06370000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -3 5 -5 -1 8 11 -9 -11 -8 13 14 -7 16 -16 24 19 22 -21 23 -19 -20 -18 -25 27 -27 29 -29
right_child=1 3 -4 4 -6 12 7 9 -10 10 -12 -13 -14 -15 15 -17 17 18 21 20 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=6.2803347840859457e-06 2.4934123991572833e-05 -9.9286321710678762e-06 -1.6681589829659061e-05 -8.0666843132348741e-06 1.6140125867707412e-05 1.0096061412375147e-05 6.9454474182098891e-06 1.1607932115111908e-05 -2.1358525827963604e-05 -1.6863520033352654e-05 3.4171649986092237e-06 -6.893945934088582e-06 9.0153875611403722e-06 -9.7969018458135675e-06 9.840151878995929e-06 -1.183347625544292e-05 3.6731371436171298e-07 -1.0830147182507342e-05 -1.8547310612386052e-05 -5.5413010413758458e-05 -7.6824420751148388e-07 2.0184828242366037e-05 1.4547296901086654e-05 1.5114593191934876e-05 1.6818600640059835e-05 1.1020514888983717e-05 1.2099412225115185e-05 -8.2987396534581538e-07 -1.8682752859907247e-05 -1.6090461353347303e-05
leaf_weight=28 21 20 28 27 20 34 28 35 20 21 24 38 21 23 33 29 2074 26 24 20 23 28 22 22 24 31 26 292 24 35
leaf_count=28 21 20 28 27 20 34 28 35 20 21 24 38 21 23 33 29 2074 26 24 20 23 28 22 22 24 31 26 292 24 35
internal_value=0 2.24818e-07 -2.9358e-06 4.45212e-08 1.14312e-07 1.37498e-09 -9.51871e-07 -2.17176e-06 -5.75195e-06 1.67695e-06 -6.04715e-06 -1.02269e-06 7.88697e-08 1.16056e-08 9.31363e-08 -3.13055e-08 9.52711e-08 -2.51262e-08 -2.15108e-06 -1.19503e-05 -2.61844e-05 -3.01025e-07 8.01181e-07 -1.56447e-06 5.55508e-07 -6.1659e-07 -1.46484e-06 -2.38806e-06 -3.57229e-06 -2.46327e-06
internal_weight=0 2899 222 2878 2858 2838 194 166 86 80 45 66 2811 2790 2767 2733 2704 2671 573 91 43 482 48 454 2098 430 408 382 351 327
internal_count=3121 2899 222 2878 2858 2838 194 166 86 80 45 66 2811 2790 2767 2733 2704 2671 573 91 43 482 48 454 2098 430 408 382 351 327
is_linear=0
shrinkage=0.1


Tree=5274
num_leaves=31
num_cat=0
split_feature=472 1429 1204 399 1204 132 15 1204 1185 393 0 16 2 16 1204 13 13 403 13 13 13 13 4 41 13 133 4 151 2 13
split_gain=2.24506e-07 4.45125e-07 1.97013e-07 4.51294e-07 2.32269e-07 3.56383e-07 7.562e-06 3.19622e-06 8.45943e-07 7.34763e-07 2.02872e-07 3.52631e-07 3.69564e-07 2.29789e-07 3.15353e-07 1.77488e-07 1.02633e-06 2.07769e-06 1.03309e-06 1.93225e-06 7.83392e-07 7.18341e-07 1.79234e-06 6.86215e-07 7.73452e-07 1.89518e-06 1.3017e-06 6.48016e-07 8.47826e-07 7.38237e-07
threshold=-0.38234499999999999 -0.23587499999999997 -0.098194999999999991 -0.090889999999999985 0.057120000000000011 -0.083284999999999984 0.091650000000000023 -0.081664999999999988 -0.083264999999999992 0.10483000000000002 -0.073309999999999986 -0.054549999999999994 0.090675000000000019 -0.091354999999999978 -0.0030749999999999996 -0.088319999999999996 -0.089109999999999981 -0.0059799999999999992 -0.090204999999999994 -0.090799999999999978 -0.091559999999999989 -0.087404999999999997 -0.014149999999999998 0.08178500000000001 -0.08645499999999999 0.086910000000000015 -0.0047449999999999992 -0.0093999999999999986 0.094095000000000012 -0.092534999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 9 -7 -9 10 11 12 13 -5 -15 16 18 -18 19 20 27 22 -17 24 25 26 -23 28 -10 -29
right_child=1 2 3 4 -6 7 -8 8 15 -11 -12 -13 -14 14 -16 21 17 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-9.6345693085216538e-06 1.393451892236835e-05 -8.0931539279542149e-06 1.4321084050937895e-05 1.0657931451615614e-05 -1.0064334476381823e-05 -3.2722313699196091e-05 6.2345873175218003e-05 2.0585932234098436e-05 2.2511918456890774e-05 -1.9777334831484371e-05 -8.7500024184682044e-06 1.1563092017173336e-05 -1.2415842747546067e-05 5.1664200977289258e-06 -1.1274465241513099e-05 -2.7545030199631117e-05 -7.71982548550503e-06 3.4570721492435467e-05 -2.0962548925043932e-05 3.0154489778314286e-05 -1.8588227331664797e-05 -1.7550982066985364e-05 9.2985736599708307e-06 -1.5192264448463297e-05 -3.380995714567475e-07 3.0084354311211743e-05 1.4744994091605199e-05 -2.2845370666262562e-06 1.3138415052135653e-06 1.5191092097666115e-05
leaf_weight=24 23 30 22 22 23 30 20 20 29 22 23 27 23 28 20 31 21 26 22 22 22 26 23 30 2035 29 24 344 54 26
leaf_count=24 23 30 22 22 23 30 20 20 29 22 23 27 23 28 20 31 21 26 22 22 22 26 23 30 2035 29 24 344 54 26
internal_value=0 7.46655e-08 -2.90355e-08 5.04401e-08 -5.34494e-08 2.33263e-08 4.27487e-06 -2.56181e-07 9.36691e-08 -2.76404e-06 -1.46615e-07 1.50237e-06 -1.41849e-06 2.19493e-06 -1.68395e-06 -5.46107e-08 1.52453e-06 1.56749e-05 2.43088e-07 1.18177e-06 -1.60127e-07 -4.61251e-07 -1.18524e-05 -1.74347e-07 3.87739e-08 9.74684e-06 -2.04891e-06 7.34836e-07 8.7204e-06 -1.05652e-06
internal_weight=0 3097 3074 3044 3022 2999 185 2814 2784 165 143 120 93 70 48 2764 566 47 519 497 475 2198 54 2144 2114 79 50 453 83 370
internal_count=3121 3097 3074 3044 3022 2999 185 2814 2784 165 143 120 93 70 48 2764 566 47 519 497 475 2198 54 2144 2114 79 50 453 83 370
is_linear=0
shrinkage=0.1


Tree=5275
num_leaves=31
num_cat=0
split_feature=401 1210 0 1210 1208 1210 3 1210 1209 1209 52 52 403 16 52 52 12 42 13 43 3 43 15 3 1452 157 484 1 481 4
split_gain=2.21315e-07 2.95391e-07 5.26176e-07 5.83281e-07 5.03467e-07 2.71393e-07 1.64235e-06 2.92426e-07 3.00436e-07 4.82895e-07 2.27543e-07 7.45122e-07 1.24103e-06 7.91053e-07 7.05351e-07 6.59493e-07 1.94224e-06 8.6344e-07 6.18728e-07 9.78596e-07 1.53973e-06 1.27339e-06 1.10992e-06 7.72447e-07 1.26267e-06 7.51441e-07 7.12633e-07 1.38031e-06 3.4902e-06 2.76198e-06
threshold=0.13837000000000002 0.0028200000000000005 -0.069954999999999976 0.15724500000000002 0.10480500000000002 -0.13847499999999999 -0.082879999999999995 -0.090569999999999998 -0.085894999999999985 -0.069599999999999981 0.091275000000000009 0.087555000000000008 -0.081224999999999992 -0.083539999999999989 0.08709500000000002 0.10473500000000001 0.10016000000000001 0.12181500000000002 -0.097224999999999992 -0.082689999999999986 -0.077104999999999993 -0.080554999999999974 0.035560000000000008 0.099930000000000005 0.087590000000000015 -0.073574999999999988 -0.017214999999999998 0.092945000000000014 -0.081539999999999987 -0.040589999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1 -7 -9 -10 11 14 -13 -14 -11 16 -12 18 -17 20 22 -21 25 24 26 -20 -23 28 -28 -29
right_child=-2 2 -4 -5 -6 7 -8 8 9 10 15 12 13 -15 -16 17 -18 -19 19 21 -22 23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-1.0734868442341395e-05 -1.0231284042155105e-05 9.3689312052447356e-06 1.9281540773425314e-05 -1.2535299410956214e-05 -1.5512224715729687e-05 -1.1580431708518354e-05 2.6660009968074281e-05 -1.0136172050837999e-05 1.2506977835132164e-05 2.4103664424262687e-07 -8.764029046709089e-07 -5.2033036243645598e-06 8.7684909119291542e-06 3.2642139434874878e-05 -1.775798904914568e-05 7.4108403080370208e-06 -3.0427284056789482e-05 1.627924421275869e-05 -6.4965097487362543e-06 -2.6111886691742933e-05 2.8619457992570699e-05 1.3173561676012467e-05 -1.6849499983046763e-05 1.2695557352007774e-05 -2.5999221347424635e-05 1.6907034229434966e-05 3.5460927817136206e-05 -4.7877598281047543e-05 -5.8792625937533485e-06 -2.8963879992451717e-06
leaf_weight=24 21 31 22 20 21 22 23 29 31 2105 86 37 35 23 22 72 30 30 23 27 23 25 28 27 26 34 24 20 137 43
leaf_count=24 21 31 22 20 21 22 23 29 31 2105 86 37 35 23 22 72 30 30 23 27 23 25 28 27 26 34 24 20 137 43
internal_value=0 6.93014e-08 6.35513e-06 7.79037e-07 -8.22895e-08 2.55045e-08 7.56475e-06 -9.4247e-08 -8.2082e-09 9.27928e-08 -4.09714e-08 4.41877e-07 9.10678e-06 1.82356e-05 5.4869e-08 -1.67897e-06 -8.51887e-06 -2.06932e-07 -1.17861e-06 -2.59381e-06 5.66556e-06 -5.30509e-06 -5.45489e-07 -3.44488e-06 -5.02958e-06 7.4635e-06 -2.83998e-06 -4.6272e-06 2.8325e-07 -1.71761e-05
internal_weight=0 3100 73 51 3027 3006 47 2959 2937 2908 2877 2222 95 58 2127 655 116 539 509 437 108 329 85 302 275 57 249 224 161 63
internal_count=3121 3100 73 51 3027 3006 47 2959 2937 2908 2877 2222 95 58 2127 655 116 539 509 437 108 329 85 302 275 57 249 224 161 63
is_linear=0
shrinkage=0.1


Tree=5276
num_leaves=31
num_cat=0
split_feature=1429 156 401 401 1211 2 132 15 400 43 402 401 1212 2 1213 403 2 1453 483 160 160 2 52 1213 47 0 1 0 3 1
split_gain=2.158e-07 4.6984e-07 1.96977e-07 3.67043e-07 4.20904e-07 1.25196e-06 2.8912e-07 1.44863e-06 5.63866e-07 8.51592e-07 3.80345e-07 5.65289e-07 3.045e-07 2.00603e-07 2.24464e-06 1.63375e-06 1.41094e-06 1.15966e-06 1.09931e-06 1.44165e-06 1.1495e-06 8.3709e-07 3.67517e-06 8.94556e-07 8.00466e-07 4.97635e-06 3.76052e-06 2.35865e-06 4.03066e-06 1.5936e-06
threshold=-0.23752499999999996 0.32523500000000005 -0.47313999999999995 -0.46360499999999999 0.11048500000000001 0.084145000000000011 -0.083284999999999984 0.091475000000000015 -0.064794999999999978 -0.03898999999999999 -0.45015499999999992 -1.0000000180025095e-35 0.087505000000000013 0.083715000000000026 0.04198000000000001 -0.5425549999999999 0.083935000000000023 -0.079219999999999985 -0.021199999999999997 0.3961050000000001 -0.53908999999999996 0.084415000000000004 0.086275000000000004 0.14530000000000001 0.092165000000000011 -0.10224499999999999 0.092945000000000014 -0.10474999999999998 -0.081054999999999974 0.10708500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 -5 9 12 -10 -12 -8 14 15 -13 -15 -17 19 -19 -20 22 -18 -23 27 -26 -27 28 -22 -28
right_child=1 -3 3 4 5 -7 8 -9 10 -11 11 13 -14 16 -16 17 21 18 20 -21 24 23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-9.8691140837300658e-06 9.8626625958786463e-06 1.5347620626471328e-05 -1.2678923623910953e-05 -5.0170831166945617e-07 2.78937923992219e-05 -2.9911058352029484e-06 6.2541078275696945e-06 -2.4908120121835967e-05 -1.3236786377423085e-05 1.9267760466104127e-05 1.4361874747447912e-05 -2.6006403585716216e-05 -9.8013581009581695e-06 -2.3417304503339071e-05 3.1305966984973566e-05 2.48157497298962e-05 3.4178667051638776e-05 -3.4697978408075868e-05 -2.2155697661219167e-05 2.8163073910123094e-06 1.327242224996789e-07 -5.0907273400205216e-07 -1.9263560650208755e-05 -2.0796320222871147e-05 -4.2013717230458624e-05 3.5227943721262513e-05 -3.0259986557385199e-05 1.737111305773626e-06 5.9362483498262015e-05 3.3474853522463048e-06
leaf_weight=22 20 20 23 185 21 35 27 28 22 38 27 23 21 27 24 20 31 20 20 21 27 1805 22 22 28 30 21 428 20 43
leaf_count=22 20 20 23 185 21 35 27 28 22 38 27 23 21 27 24 20 31 20 20 21 27 1805 22 22 28 30 21 428 20 43
internal_value=0 7.00573e-08 -2.91799e-08 -9.38536e-08 1.48782e-09 8.59073e-06 -1.59921e-07 -3.71006e-06 1.13364e-07 8.08381e-06 -1.42308e-07 -3.39671e-08 -7.70159e-07 -1.81645e-07 1.23425e-06 2.04693e-07 -7.19938e-07 1.09386e-06 3.7283e-07 -1.54833e-05 1.42648e-06 -3.93965e-07 1.19951e-05 -7.53364e-07 2.2165e-06 -5.00872e-06 6.01405e-06 4.07225e-06 2.53369e-05 -7.67997e-06
internal_weight=0 3099 3079 3059 3036 56 2980 213 2767 86 2681 2659 48 2632 725 701 1907 678 658 41 617 1880 53 1827 597 122 94 475 47 64
internal_count=3121 3099 3079 3059 3036 56 2980 213 2767 86 2681 2659 48 2632 725 701 1907 678 658 41 617 1880 53 1827 597 122 94 475 47 64
is_linear=0
shrinkage=0.1


Tree=5277
num_leaves=31
num_cat=0
split_feature=156 475 132 1186 1185 15 2 132 12 400 130 13 2 15 1428 474 154 1456 1429 474 1375 1 0 47 0 4 47 47 1374 1373
split_gain=2.42072e-07 3.48951e-07 1.85491e-07 5.2648e-06 2.80616e-06 5.35656e-07 1.94841e-07 6.70212e-07 5.69103e-07 1.83572e-07 6.65071e-07 6.80787e-07 1.81575e-07 4.23585e-07 1.70703e-07 3.8352e-07 1.88143e-07 2.5238e-07 3.58395e-07 2.24363e-07 3.17711e-07 7.3598e-07 1.61204e-06 3.55603e-07 2.09828e-06 4.07111e-06 1.6066e-06 1.52953e-06 3.6127e-07 4.73049e-07
threshold=0.3248100000000001 0.13528000000000004 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 0.089125000000000024 -0.41094499999999995 0.090165000000000009 -0.080619999999999983 0.088045000000000012 -0.0090849999999999976 0.085485000000000019 0.084510000000000016 -0.071779999999999997 -0.42010499999999995 0.085530000000000009 0.11510000000000002 0.11181500000000001 0.11134000000000001 0.08517000000000001 0.088875000000000023 -0.089019999999999974 0.094160000000000008 -0.10151999999999999 0.10637500000000001 0.090100000000000013 0.097970000000000015 0.093235000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 8 -8 12 10 11 -6 13 -1 -11 -16 17 18 19 20 23 22 -22 26 25 -25 28 -26 29 -17
right_child=-2 -3 4 -5 9 -7 7 -9 -10 14 -12 -13 -14 -15 15 16 -18 -19 -20 -21 21 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-2.0359575501061045e-06 -1.0221211256145541e-05 1.2922706723440483e-05 -3.5803028946578379e-05 4.918516941953302e-05 2.5515569209346726e-05 -1.6078878994449043e-05 1.6328407778368831e-05 -4.507748578936643e-06 -1.5268313994251264e-05 -7.581429899801151e-06 -1.0384740832023454e-05 1.8511956377844926e-06 -6.3933314984090195e-06 1.6027122633204272e-05 1.3465133200779312e-05 -5.8212850212131393e-08 -9.3111834427294205e-06 7.9601701321653545e-06 -1.1199101608922477e-05 9.4071657699714715e-06 2.3752469223836671e-05 -1.6990666150225783e-05 -1.2899543080493458e-05 5.5050681909224728e-05 -2.8338900583548825e-05 3.0241991740729409e-06 -2.2908854319417338e-05 1.0674315328935717e-06 -1.3040739303332451e-05 1.1053421820132571e-05
leaf_weight=37 23 21 22 22 20 25 26 38 28 30 20 31 22 20 21 2176 22 39 29 25 20 36 30 21 20 53 31 153 21 39
leaf_count=37 23 21 22 22 20 25 26 38 28 30 20 31 22 20 21 2176 22 39 29 25 20 36 30 21 20 53 31 153 21 39
internal_value=0 7.58889e-08 -1.17885e-08 2.79996e-06 -2.26186e-07 -2.40654e-06 -4.0766e-07 3.95694e-06 -3.01826e-06 4.9701e-08 5.07047e-06 1.11313e-05 1.32353e-06 4.30197e-06 -7.91764e-08 3.08511e-09 -1.01041e-07 -2.58006e-08 -1.43153e-07 -2.10109e-08 -1.11666e-07 -6.08838e-06 1.76126e-06 9.27877e-08 3.69589e-06 1.77885e-05 -2.99787e-07 -2.33214e-06 1.36658e-08 1.37432e-07
internal_weight=0 3098 3077 218 2859 196 171 64 107 2837 71 51 79 57 2766 2736 2715 2693 2654 2625 2600 86 50 2514 247 74 2267 173 2236 2215
internal_count=3121 3098 3077 218 2859 196 171 64 107 2837 71 51 79 57 2766 2736 2715 2693 2654 2625 2600 86 50 2514 247 74 2267 173 2236 2215
is_linear=0
shrinkage=0.1


Tree=5278
num_leaves=31
num_cat=0
split_feature=44 158 45 1429 156 1429 448 1452 1455 3 160 158 1456 1456 1453 483 484 483 158 1 121 52 15 51 4 48 47 48 47 1
split_gain=2.07348e-07 6.7395e-07 2.95533e-07 4.82068e-07 6.5483e-07 5.22047e-07 2.20524e-07 1.92144e-07 3.00013e-07 7.679e-07 9.5716e-07 8.79942e-07 3.8294e-07 3.89046e-07 3.54576e-07 3.84232e-07 6.67304e-07 3.58078e-07 2.81489e-07 8.28594e-07 7.85256e-07 7.1274e-07 4.02505e-07 2.83253e-07 9.55942e-07 7.05275e-07 6.85032e-07 4.1395e-07 6.82344e-07 3.89704e-06
threshold=0.099360000000000018 -0.47356499999999996 0.083445000000000005 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 -0.089334999999999984 -0.069739999999999983 -0.037084999999999993 -0.082484999999999989 -0.04016999999999999 0.10398500000000001 0.11772000000000001 0.10620000000000002 1.0000000180025095e-35 -0.095689999999999983 -0.23993499999999998 -0.088629999999999987 0.10737500000000001 0.16540500000000002 -0.094339999999999993 0.029970000000000007 -0.066844999999999988 0.123935 0.00063500000000000004 0.12474000000000002 0.11893500000000001 0.097500000000000017 0.094160000000000008 0.093100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -8 9 11 -11 -9 13 14 15 16 -10 -17 19 20 -19 22 -20 25 -25 27 -27 28 -22 -30
right_child=-2 2 -4 4 -6 6 7 8 12 10 -12 -13 -14 -15 -16 17 -18 18 21 -21 23 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=1.5814128986406745e-05 -7.8846897023057952e-06 1.5501296384172748e-05 -1.1876688235393627e-05 1.5052822575102175e-05 -1.8109893039763848e-05 -1.0045844332621942e-05 -7.7035561503180361e-06 7.9725453990529509e-06 -1.7334681650446819e-06 -2.6982767546239e-07 2.58942421404409e-05 -1.9927459907194136e-05 -1.1158155456864587e-05 1.2193122107908913e-05 -1.1952020635362715e-05 -1.3152081450720116e-05 2.2233579113076086e-05 -1.8846417833628949e-05 1.1302670426713039e-05 1.9455195116403377e-05 7.3167987076960331e-08 -1.8703415184972984e-05 -7.4234352467783539e-06 4.4438401497851985e-07 -2.2026338629075327e-05 2.658495986906928e-05 1.0136054367070425e-06 -5.0413566234292623e-06 4.023895204941904e-05 -3.4806614791402052e-06
leaf_weight=27 33 20 21 23 20 22 32 26 26 27 29 20 31 26 25 21 21 22 22 22 2159 28 24 78 25 20 22 146 28 75
leaf_count=27 33 20 21 23 20 22 32 26 26 27 29 20 31 26 25 21 21 22 22 22 2159 28 24 78 25 20 22 146 28 75
internal_value=0 8.42629e-08 -5.44847e-08 2.71819e-08 -7.52957e-08 4.49349e-08 -7.10145e-08 3.2482e-09 8.76196e-08 5.41554e-06 1.32794e-05 -4.15789e-06 -1.05024e-07 1.77887e-08 -9.67405e-08 1.14676e-08 8.97521e-06 -1.45032e-07 -4.27673e-08 1.30523e-07 -3.45812e-08 -6.12432e-06 1.53253e-06 1.27526e-07 -5.00967e-06 3.43498e-07 1.31904e-05 1.19424e-07 4.52525e-07 8.40428e-06
internal_weight=0 3088 3061 3040 3020 3000 2977 2955 2923 102 56 46 2821 2790 2764 2739 47 2692 2671 2597 2575 74 46 2553 103 2450 42 2408 2262 103
internal_count=3121 3088 3061 3040 3020 3000 2977 2955 2923 102 56 46 2821 2790 2764 2739 47 2692 2671 2597 2575 74 46 2553 103 2450 42 2408 2262 103
is_linear=0
shrinkage=0.1


Tree=5279
num_leaves=31
num_cat=0
split_feature=1429 156 16 1425 50 155 1 128 128 128 132 1 1185 393 0 130 131 402 15 480 43 133 0 52 129 128 128 13 42 130
split_gain=2.18523e-07 5.41903e-07 1.83641e-07 3.77113e-07 3.56915e-07 2.33069e-07 6.08877e-07 2.38563e-07 3.56581e-07 2.77546e-07 2.8779e-07 5.92495e-06 2.7318e-06 1.26847e-06 5.28747e-07 3.68745e-07 2.91749e-07 3.40665e-07 2.78891e-07 8.09955e-07 5.78506e-07 2.14807e-06 3.24276e-07 3.4436e-07 2.8857e-07 3.29239e-07 6.14227e-07 5.78096e-07 4.85381e-07 3.25988e-07
threshold=-0.23752499999999996 0.32523500000000005 0.63636000000000015 0.10340000000000001 -0.24165499999999998 0.11562500000000002 0.103565 0.10828500000000001 0.11976500000000002 0.104145 -0.083284999999999984 0.089475000000000013 -0.014244999999999999 0.10483000000000002 -0.073309999999999986 0.10923000000000001 0.13612500000000002 0.15960500000000002 0.12044500000000001 0.11747 -0.072269999999999987 0.076280000000000014 -0.046359999999999991 1.0000000180025095e-35 0.10311000000000002 0.090375000000000025 0.079650000000000012 0.0015850000000000003 -0.14803999999999998 -0.22699999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 7 -7 9 -9 10 11 13 -12 14 15 -2 17 18 19 24 21 -20 23 -22 25 26 28 -27 -14 -30
right_child=1 -3 4 -5 -6 6 -8 8 -10 -11 12 -13 16 -15 -16 -17 -18 -19 20 -21 22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-9.931172264094296e-06 9.3854845970859168e-07 1.6477914207371215e-05 3.0651648012280928e-06 1.3741048302335914e-05 -1.5392672536439602e-05 -1.8604579520836958e-05 4.4053854055717876e-06 -1.2631413437702578e-05 1.6488790782218264e-06 1.0120495556163536e-05 -3.607908490396637e-05 4.7298093580105125e-05 -1.5559439700609799e-05 -2.4998808167647042e-05 1.5379675357962696e-05 -1.1794992470868239e-05 1.0472557510689108e-05 -9.50328944904991e-06 3.7958548950882687e-05 -1.8742528189487412e-05 2.3269788789548333e-06 -7.8336013670888786e-06 9.6183232575759077e-06 -1.4144637022830219e-05 9.3991181736121457e-06 1.1758162856729602e-06 1.2606349187430728e-05 -1.9748545365354918e-05 -1.2316036589341129e-05 2.0023960390408942e-07
leaf_weight=22 94 20 20 20 22 23 23 36 34 28 21 27 20 23 20 30 27 37 20 23 30 21 23 22 33 31 39 23 21 2288
leaf_count=22 94 20 20 20 22 23 23 36 34 28 21 27 20 23 20 30 27 37 20 23 30 21 23 22 33 31 39 23 21 2288
internal_value=0 7.05059e-08 -3.60703e-08 5.47498e-08 -6.60323e-06 -3.59781e-08 -7.0996e-06 7.33879e-08 -5.69527e-06 2.12583e-07 1.16022e-07 3.83527e-06 -1.53308e-07 -3.19165e-06 2.9144e-07 -2.14215e-06 1.3053e-07 2.43973e-08 1.60297e-07 -6.40449e-08 4.95271e-06 1.4504e-05 -2.68683e-07 -4.64178e-06 1.10947e-07 -1.56053e-08 1.6046e-07 -7.73641e-06 -4.79508e-08 8.6406e-08
internal_weight=0 3099 3079 3037 42 3017 46 2971 70 2901 2873 194 2679 167 144 124 2658 2631 2594 2478 116 41 75 52 2455 2422 2368 54 2329 2309
internal_count=3121 3099 3079 3037 42 3017 46 2971 70 2901 2873 194 2679 167 144 124 2658 2631 2594 2478 116 41 75 52 2455 2422 2368 54 2329 2309
is_linear=0
shrinkage=0.1


Tree=5280
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1186 130 132 1204 132 16 1429 156 1429 130 4 4 374 10 12 2 15 15 2 1 1 1 147 447 9 4 2
split_gain=2.20708e-07 1.5637e-06 5.11821e-07 2.29123e-07 2.60393e-07 4.62238e-07 4.38673e-07 2.60715e-07 3.44127e-07 2.01053e-07 4.3676e-07 2.25722e-07 1.81746e-07 3.65861e-07 2.828e-07 1.92775e-07 2.64068e-07 1.52636e-06 3.41971e-07 1.18765e-06 2.33838e-07 5.34323e-07 2.32739e-07 2.65573e-07 1.67607e-06 9.16605e-07 5.23875e-07 4.24122e-07 4.19402e-07 4.4747e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.010834999999999999 0.08610000000000001 -0.41127499999999995 -0.036244999999999993 -0.44750499999999993 -0.07550999999999998 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 -0.23123999999999997 0.62931500000000018 0.6227450000000001 0.08987500000000001 0.053330000000000009 -0.010834999999999999 -0.080614999999999978 -0.040439999999999997 0.17980000000000004 0.10381000000000001 0.14804000000000003 0.11039500000000001 0.10920500000000001 0.095485000000000014 0.088380000000000014 -0.013509999999999999 0.053180000000000012 0.082275000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -7 -6 -9 -3 11 -11 -13 14 15 16 18 -18 19 -14 22 -22 23 24 25 26 27 -20 -29 -30
right_child=1 9 -4 4 7 6 -8 8 -10 10 -12 12 13 -15 -16 -17 17 -19 20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=7.1530354229512992e-06 2.7421425216917196e-05 -9.9570710881380376e-06 -1.5677620909368021e-05 5.7587998763546754e-06 -8.3367394154265646e-06 -4.1413591577274461e-06 -2.1110425110236976e-05 -1.9040852252642666e-06 1.3478939200257839e-05 -9.0992951165255237e-06 1.4830121472186875e-05 8.9407285011712588e-06 -4.273825379641494e-06 -1.0000944564581005e-05 1.1993738785349706e-05 8.1689037007639984e-06 5.5188512084675281e-06 -2.8235696213197939e-05 1.3022608369913278e-05 2.7185761191503842e-05 1.9260273238614902e-05 -2.8710585193418112e-06 -8.7759193611932027e-06 2.6728581425722464e-06 -2.8560469509724974e-05 2.013479719277133e-05 -1.3503079629420729e-05 -8.8720255844088533e-07 3.5641541202297759e-05 -1.7831210156977731e-06
leaf_weight=28 21 20 28 23 20 39 25 33 26 27 20 23 30 36 20 29 37 21 24 20 20 24 31 312 21 22 30 1840 37 234
leaf_count=28 21 20 28 23 20 39 25 33 26 27 20 23 30 36 20 29 37 21 24 20 20 24 31 312 21 22 30 1840 37 234
internal_value=0 2.32705e-07 -3.03886e-06 -1.21471e-06 -2.62614e-06 -6.40024e-06 -1.07699e-05 1.53016e-06 4.87487e-06 3.43163e-08 1.04235e-07 4.58525e-10 8.78628e-08 1.48298e-08 1.4585e-07 5.91159e-08 -2.78925e-08 -6.70262e-06 1.18472e-07 8.31001e-06 -3.9361e-08 7.18864e-06 -1.64031e-07 -5.80906e-08 -4.43986e-07 -1.74006e-07 -3.80377e-07 -1.95983e-07 -3.46265e-07 3.32652e-06
internal_weight=0 2899 222 194 166 87 64 79 59 2878 2858 2838 2811 2788 2752 2732 2703 58 2645 50 2595 44 2551 2520 2208 2187 2165 2135 2111 271
internal_count=3121 2899 222 194 166 87 64 79 59 2878 2858 2838 2811 2788 2752 2732 2703 58 2645 50 2595 44 2551 2520 2208 2187 2165 2135 2111 271
is_linear=0
shrinkage=0.1


Tree=5281
num_leaves=31
num_cat=0
split_feature=156 475 129 42 1184 394 1186 42 394 393 130 40 120 130 33 34 104 374 1 1 12 479 9 1 15 3 1 3 42 1374
split_gain=2.49468e-07 2.91641e-07 2.0073e-07 9.09222e-07 5.65038e-07 2.15267e-07 1.96939e-07 2.30717e-07 2.07171e-07 2.26114e-07 1.86613e-07 2.80212e-07 3.26242e-07 2.84036e-07 2.74299e-07 2.58993e-07 5.79893e-07 2.79708e-07 2.41629e-07 1.1932e-06 7.00259e-06 1.96622e-06 2.02451e-06 3.61378e-06 2.01097e-06 1.89479e-06 1.19648e-06 1.19533e-06 1.23289e-06 8.84101e-07
threshold=0.3248100000000001 0.13528000000000004 -0.077709999999999987 -0.015274999999999999 0.089075000000000015 0.264685 -0.086894999999999986 -0.027559999999999998 -0.14580499999999996 0.10277000000000001 -0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.086274999999999991 -0.044254999999999996 -0.097449999999999981 0.086600000000000024 0.085145000000000012 0.088975000000000012 0.09253500000000002 0.086505000000000012 0.093525000000000011 0.089995000000000006 0.093205000000000024 -0.41942499999999994 -0.082794999999999994 0.090475000000000014 -0.080409999999999995 0.089810000000000015 0.089635000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4 -8 10 -10 -12 13 -13 -15 -16 17 18 29 20 -20 22 23 -21 -24 26 -22 -27 -29 -17
right_child=-2 -3 4 -5 -6 -7 8 -9 9 -11 11 12 -14 14 15 16 -18 -19 19 21 25 -23 24 -25 -26 27 -28 28 -30 -31
leaf_value=-2.2272263950504743e-05 -1.0376167333363456e-05 1.1821622753077897e-05 4.5738149007471903e-08 4.5063553031354786e-06 1.5717913712527977e-05 9.4169187832449107e-06 -7.442065492423121e-06 1.3200127985631603e-05 9.431843864149414e-06 8.6810263132190754e-06 -1.2056505029249821e-05 -1.2152078988947324e-05 1.1431379202046326e-05 1.1193448448293134e-05 9.6543637517662817e-06 7.4455115952951288e-08 -1.6927036137661032e-05 8.5105101141556992e-06 -4.978966729622163e-05 -4.1993011836893861e-05 -7.7509133878569032e-07 3.0904998450296258e-05 4.92274539472722e-07 -8.5746844764777855e-07 4.3426929901215777e-05 -2.3589711287286266e-05 2.9409514509921039e-05 1.8400404655949387e-05 -1.5904769288681564e-05 1.8658099952517661e-05
leaf_weight=21 23 21 30 32 23 24 39 24 20 29 20 20 24 21 26 1664 21 36 34 22 24 20 24 730 20 32 29 22 20 26
leaf_count=21 23 21 30 32 23 24 39 24 20 29 20 20 24 21 26 1664 21 36 34 22 24 20 24 730 20 32 29 22 20 26
internal_value=0 7.70413e-08 -3.11351e-09 -6.10404e-06 1.03814e-07 -1.58541e-08 -9.18993e-08 5.89213e-06 -2.02449e-07 -1.04549e-07 -1.93789e-07 -2.61695e-07 -1.77895e-07 -2.77724e-07 -1.9202e-07 -2.78963e-07 -3.73775e-07 -2.4517e-07 -3.63357e-07 -1.61523e-06 -9.48281e-06 -6.29229e-08 -8.41011e-07 -2.0609e-06 2.0008e-05 1.308e-06 1.5741e-05 -9.02915e-06 2.06461e-06 3.60357e-07
internal_weight=0 3098 3077 53 3024 3001 2977 54 2923 2884 2855 2835 2815 2791 2771 2750 2724 2703 2667 977 161 816 796 752 44 127 53 74 42 1690
internal_count=3121 3098 3077 53 3024 3001 2977 54 2923 2884 2855 2835 2815 2791 2771 2750 2724 2703 2667 977 161 816 796 752 44 127 53 74 42 1690
is_linear=0
shrinkage=0.1


Tree=5282
num_leaves=31
num_cat=0
split_feature=132 1185 1203 156 472 471 471 154 473 45 11 33 97 9 47 47 9 3 151 156 42 42 1 150 9 2 151 151 1426 2
split_gain=2.02967e-07 1.22035e-06 4.22661e-07 2.04275e-07 2.75839e-07 2.43258e-07 4.23548e-07 2.21173e-07 5.95018e-07 1.78996e-07 1.20615e-06 6.04944e-07 2.85827e-07 5.32729e-07 3.19748e-07 2.46366e-06 2.01864e-06 3.80783e-06 3.49188e-07 1.34001e-06 2.39823e-06 4.34392e-06 1.46086e-06 1.60041e-06 4.31239e-07 6.49955e-07 3.56737e-07 5.12947e-07 4.61806e-07 3.65371e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.3248100000000001 -0.095174999999999996 0.10338500000000002 0.093375000000000014 0.084190000000000001 -1.0000000180025095e-35 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 -0.086464999999999986 -0.087824999999999986 0.094160000000000008 0.096850000000000006 0.088235000000000022 -0.13309499999999996 -0.088279999999999983 0.087515000000000009 0.083715000000000026 0.08733500000000001 0.10557500000000002 0.083250000000000005 -0.036024999999999995 -1.0000000180025095e-35 -0.085684999999999997 -0.085039999999999991 -0.061919999999999996 0.113445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 7 8 -6 10 -10 -12 -13 -14 16 -16 18 -18 19 20 22 -22 23 -15 -20 -26 -27 -28 -29 -30
right_child=1 3 -4 -5 5 -7 -8 -9 9 -11 11 12 13 14 15 -17 17 -19 24 -21 21 -23 -24 -25 25 26 27 28 29 -31
leaf_value=-1.2564913752790632e-06 2.4242070209029843e-05 1.0376601851301251e-05 -1.4399439679177055e-05 -9.3385523027593649e-06 -1.7250820251319967e-05 -9.9955680714932285e-06 1.4615545696869959e-05 1.048911788075202e-05 2.1586987998034601e-05 -7.0452467340536335e-06 -1.5860770054132446e-05 -1.1822526187188488e-05 1.5673500059744004e-05 2.7635722385878726e-06 3.5406120989798434e-05 3.6471234851201748e-07 1.1791316882452174e-05 -4.4539737396982155e-05 -1.2128556424310471e-05 -1.2394893256997521e-05 6.2667885545124603e-05 1.1794859195409421e-06 2.205421208572034e-05 -3.2184473875531699e-05 1.4318972470420938e-05 -1.0915175576267377e-05 1.5441566418823123e-05 -1.2796673170920132e-05 5.0960249410452228e-07 -3.1245102405904995e-06
leaf_weight=194 21 26 28 23 20 24 20 20 26 35 24 20 22 38 22 228 21 28 30 36 20 27 20 20 31 31 21 29 1685 331
leaf_count=194 21 26 28 23 20 24 20 20 26 35 24 20 22 38 22 228 21 28 30 36 20 27 20 20 31 31 21 29 1685 331
internal_value=0 2.23162e-07 -2.91416e-06 4.79028e-08 1.2352e-07 2.92892e-08 1.15063e-07 1.09307e-08 -6.48609e-08 6.03556e-08 1.52125e-07 -5.55149e-08 8.70889e-08 1.77313e-07 4.70932e-08 3.44836e-06 -3.11993e-07 -2.03979e-05 1.12417e-07 4.60496e-06 9.50091e-06 2.73448e-05 -1.25115e-06 -9.28748e-06 -2.22754e-07 -5.49087e-08 -2.67398e-07 -1.0763e-07 -2.67304e-07 -8.70698e-08
internal_weight=0 2899 222 2878 2855 2829 2805 2785 2765 2745 2710 2684 2660 2640 2618 250 2368 49 2319 161 125 47 78 58 2158 2128 2097 2066 2045 2016
internal_count=3121 2899 222 2878 2855 2829 2805 2785 2765 2745 2710 2684 2660 2640 2618 250 2368 49 2319 161 125 47 78 58 2158 2128 2097 2066 2045 2016
is_linear=0
shrinkage=0.1


Tree=5283
num_leaves=31
num_cat=0
split_feature=40 130 42 483 479 16 481 1453 1447 1447 3 15 1447 475 484 151 43 13 1 475 47 2 47 1456 483 42 40 48 49 49
split_gain=1.96486e-07 5.52613e-07 4.03956e-07 2.51324e-07 2.37312e-07 1.87594e-06 2.44311e-07 3.4012e-07 4.23202e-07 3.72819e-06 2.81426e-06 1.24747e-06 1.05235e-06 2.36863e-07 1.6861e-06 1.21185e-06 5.01001e-07 1.10019e-06 4.54428e-07 5.95938e-07 3.56371e-07 2.32614e-06 1.75279e-06 3.6519e-07 6.87439e-07 3.5471e-07 5.95969e-07 3.34357e-07 6.59042e-07 7.26118e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 -0.47181499999999993 0.10061500000000002 -0.040964999999999994 -0.24133999999999997 -0.13306499999999996 -0.085684999999999997 -0.086279999999999982 -0.085709999999999995 -0.092489999999999989 -0.084549999999999986 -0.086279999999999982 0.085790000000000019 -0.55306499999999992 -0.085154999999999995 -0.076599999999999988 0.10234000000000001 -0.24482499999999999 0.092165000000000011 -1.0000000180025095e-35 0.088915000000000008 -0.077604999999999993 -1.0000000180025095e-35 0.10410000000000001 -0.011659999999999998 0.10697000000000002 0.14321000000000003 -0.0043999999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5 -8 9 10 -9 -12 -10 14 16 -15 -14 -18 19 -19 22 -22 -17 -23 -25 26 -26 -28 29 -29
right_child=1 2 -4 4 5 -7 7 8 12 -11 11 -13 13 15 -16 20 17 18 -20 -21 21 23 -24 24 25 -27 27 28 -30 -31
leaf_value=9.8799396312188051e-06 -1.585629762220461e-05 9.0413016397405955e-06 1.1406775587191431e-05 1.0461617173198398e-05 1.2615598747673248e-05 -2.4687165997810166e-05 -1.2796679445836207e-05 -3.0336903826257464e-05 -2.1106326551034728e-05 4.5042143292448599e-05 -1.0958853627016653e-05 1.9895872527573184e-05 -1.1485830713421889e-05 2.4065631857540991e-05 -2.9509672222874629e-05 5.6113257791732549e-08 2.300512187898478e-05 -2.1165677990211409e-05 7.9263746296679281e-06 1.993418753045262e-06 -3.6248059332137926e-05 -1.330243949269061e-05 2.47953712146384e-05 1.7924425214062013e-05 1.2390438354970002e-05 -1.4125541345038072e-05 -5.8135547074503596e-06 -1.6277029247318684e-06 -1.0609269247652265e-05 2.3056902856214122e-05
leaf_weight=20 22 30 31 22 26 28 21 26 24 20 20 38 27 21 22 2300 23 20 28 25 20 22 29 20 32 20 112 26 24 22
leaf_count=20 22 30 31 22 26 28 21 26 24 20 20 38 27 21 22 2300 23 20 28 25 20 22 29 20 32 20 112 26 24 22
internal_value=0 -6.37218e-08 4.9119e-08 -6.63953e-08 -1.56929e-07 -6.72658e-06 -3.72391e-08 -1.15749e-07 -2.45813e-08 6.2399e-06 -2.99873e-06 9.25631e-06 -2.55858e-07 -7.66916e-08 -4.01208e-06 1.38804e-07 5.48462e-07 3.93311e-06 -2.07588e-06 -8.29951e-06 -5.24651e-08 -3.30856e-06 3.64159e-07 -9.38816e-07 1.23682e-07 -1.38486e-06 -2.05162e-07 -2.3957e-06 2.92096e-06 9.68607e-06
internal_weight=0 3101 3079 3048 3018 54 2964 2942 2921 104 84 58 2817 2793 145 2648 123 96 73 45 2627 298 2329 278 256 236 216 184 72 48
internal_count=3121 3101 3079 3048 3018 54 2964 2942 2921 104 84 58 2817 2793 145 2648 123 96 73 45 2627 298 2329 278 256 236 216 184 72 48
is_linear=0
shrinkage=0.1


Tree=5284
num_leaves=31
num_cat=0
split_feature=1428 1428 48 49 456 1375 1371 151 150 147 0 1 10 33 479 160 1 1 0 1 150 52 151 481 481 3 457 0 1 132
split_gain=1.91063e-07 2.59441e-07 2.71315e-07 4.87505e-07 2.23474e-07 2.38302e-07 2.54875e-07 3.14552e-07 5.53932e-07 8.51257e-07 5.02854e-07 2.28938e-07 4.50949e-06 2.1952e-06 1.57128e-06 2.01819e-06 9.35931e-07 1.49534e-06 1.06474e-06 1.04622e-06 8.11665e-07 2.92106e-06 7.90276e-07 7.63433e-07 2.11767e-06 1.40577e-06 5.63737e-07 8.4768e-07 5.45582e-07 6.02623e-07
threshold=0.11170000000000001 0.093045000000000017 -0.098424999999999985 -0.056454999999999991 -0.11319999999999998 0.093520000000000006 0.087810000000000013 0.13340000000000005 0.12706500000000001 0.097985000000000017 -0.24955499999999997 0.09253500000000002 -0.0082499999999999987 -1.0000000180025095e-35 0.093525000000000011 -0.24498999999999996 0.093700000000000019 0.094465000000000007 -0.14794999999999997 0.10557500000000002 0.10699000000000002 -0.016949999999999996 0.085465000000000013 -0.14540999999999996 -0.091784999999999992 -0.085709999999999995 0.085360000000000005 -0.087519999999999987 0.091615000000000016 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 8 9 10 -6 12 -12 -13 15 -15 -17 -18 19 -19 22 -22 23 25 -25 -14 28 -28 29 -26
right_child=-2 -3 4 -5 5 -7 -8 -9 -10 -11 11 13 20 14 -16 16 17 18 -20 -21 21 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-2.4778158666032886e-06 9.7426331012684394e-06 -8.3864562703958067e-06 -9.6857701009867028e-06 1.8823328918231362e-05 1.206686063856718e-05 -7.76345600453892e-06 1.0159033423406074e-05 -1.1893370724051653e-05 1.4640014782685284e-05 -1.6779003514481396e-05 -4.7816315202453552e-05 3.3329122812747736e-05 8.8377195359612413e-06 -2.6496400028008794e-05 2.8250644826641744e-05 1.7580700080799262e-05 -2.4438664678427815e-05 2.8976976398098487e-05 -5.6156963578845481e-07 4.5958045327345402e-06 -4.1216804766008865e-05 1.282999226532411e-05 1.9972891168436037e-05 3.1900765385390039e-05 4.9862011810650934e-06 -2.495850811072842e-05 2.042004074176227e-05 -1.6248114735463861e-06 1.3725445013632352e-05 -1.2149958754158093e-06
leaf_weight=22 20 37 24 21 35 39 25 22 26 30 20 21 20 28 20 32 24 24 604 66 20 20 20 21 174 32 33 37 27 1577
leaf_count=22 20 37 24 21 35 39 25 22 26 30 20 21 20 28 20 32 24 24 604 66 20 20 20 21 174 32 33 37 27 1577
internal_value=0 -6.2846e-08 3.76675e-08 7.92507e-06 -7.45994e-08 2.36697e-09 1.04756e-07 1.90565e-08 1.09085e-07 -2.18695e-08 1.54212e-07 6.36047e-09 -5.70078e-07 1.41473e-06 5.74875e-07 -1.36584e-07 8.47516e-07 1.01747e-07 9.50407e-07 1.10975e-05 -9.3084e-08 -1.41934e-05 1.97495e-07 -8.39196e-09 3.24129e-07 -1.196e-05 -3.46965e-08 8.76776e-06 -3.8125e-07 -5.98772e-07
internal_weight=0 3101 3064 43 3021 2997 2958 2933 2911 2885 2855 2820 2001 819 798 778 750 718 694 90 1981 40 1941 1921 1869 52 1848 70 1778 1751
internal_count=3121 3101 3064 43 3021 2997 2958 2933 2911 2885 2855 2820 2001 819 798 778 750 718 694 90 1981 40 1941 1921 1869 52 1848 70 1778 1751
is_linear=0
shrinkage=0.1


Tree=5285
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 399 400 43 132 0 4 1429 156 1429 157 1429 156 1429 4 12 16 3 16 2 2 1 4 475 157 4 157
split_gain=2.19244e-07 9.92597e-07 4.24082e-07 4.20357e-07 2.7913e-07 3.16777e-07 3.68745e-07 2.74702e-07 4.27216e-07 2.84516e-07 1.88301e-07 4.8534e-07 1.82193e-07 6.94205e-07 3.29805e-07 2.1353e-07 1.99341e-07 2.53231e-07 9.97401e-07 7.94979e-07 8.43378e-07 5.6689e-07 4.75374e-07 8.80473e-07 7.17524e-07 4.42956e-07 3.01284e-07 3.00183e-07 1.92404e-06 1.65087e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.087805000000000008 0.10645500000000001 -0.013819999999999997 -0.41127499999999995 -0.082284999999999983 0.010840000000000001 -0.23752499999999996 0.32523500000000005 -0.08262499999999999 -0.049319999999999996 -0.069929999999999978 -0.14064999999999997 -0.026244999999999997 -0.15289999999999995 0.09857500000000001 0.26799500000000004 -0.24190499999999995 -0.077589999999999978 0.10188000000000001 0.093680000000000013 0.10937500000000001 -0.14098499999999997 0.058495000000000012 -0.087424999999999989 -0.0094449999999999968 -0.086394999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 6 -6 9 -9 -1 -3 12 13 -12 -14 -16 -17 18 19 21 -21 -18 23 -23 -24 -19 27 28 -27 -29
right_child=1 10 -4 -5 5 -7 -8 8 -10 -11 11 -13 14 -15 15 16 17 25 -20 20 -22 22 24 -25 -26 26 -28 29 -30 -31
leaf_value=-4.8977633675597403e-06 2.1893924748015015e-05 -9.5954521748353746e-06 -1.5297807516617467e-05 -1.4844567989972088e-05 -1.2387050514917063e-06 -5.611996143670695e-06 1.6290918764904442e-05 -4.1510947257110445e-07 -1.7141658925258806e-05 1.137518626516491e-05 4.2450124374227018e-06 1.5664819948142398e-05 1.1141125536663889e-05 -1.8846765192392924e-05 -9.7774642096159048e-06 -9.3666330526916272e-06 1.5875359783352067e-05 -1.4577063774638754e-05 -1.2950458669062451e-05 6.1549572706098853e-07 2.6954557327577104e-05 -1.3919940988341917e-06 -2.1549829309399439e-05 2.1993418245290829e-05 2.9882647070805366e-06 9.2152701257966841e-06 1.1658324211794024e-05 2.5663165633886819e-05 -2.2617995484717934e-05 -1.7202735381601216e-07
leaf_weight=22 21 20 25 21 20 20 30 37 26 21 30 20 27 23 22 22 26 21 33 20 31 69 22 21 26 39 22 25 37 2322
leaf_count=22 21 20 25 21 20 20 30 37 26 21 30 20 27 23 22 22 26 21 33 20 31 69 22 21 26 39 22 25 37 2322
internal_value=0 2.31945e-07 -3.02875e-06 -1.47176e-06 1.23861e-07 5.02448e-06 9.27907e-06 -3.1124e-06 -7.31813e-06 3.04949e-06 7.38835e-08 1.41549e-07 3.21527e-08 -5.77595e-06 1.42684e-07 3.50124e-08 1.13914e-07 1.90764e-07 3.23673e-06 5.72127e-06 1.66255e-05 2.33032e-06 -2.21646e-07 4.0646e-06 -8.25836e-06 -1.15561e-07 8.64804e-09 -9.7127e-08 -6.2825e-06 1.03166e-07
internal_weight=0 2899 222 197 176 70 50 106 63 43 2878 2858 2838 53 2785 2758 2736 2714 248 215 51 164 138 90 48 2466 2445 2423 76 2347
internal_count=3121 2899 222 197 176 70 50 106 63 43 2878 2858 2838 53 2785 2758 2736 2714 248 215 51 164 138 90 48 2466 2445 2423 76 2347
is_linear=0
shrinkage=0.1


Tree=5286
num_leaves=31
num_cat=0
split_feature=156 156 475 3 475 475 1375 3 475 156 447 147 1 147 475 448 34 1 33 13 10 45 150 12 1 457 43 457 150 2
split_gain=2.08605e-07 2.83067e-07 1.9024e-07 3.44753e-07 2.77995e-07 1.01371e-06 8.34277e-07 2.655e-06 9.14654e-07 7.56141e-07 3.13551e-07 4.94993e-07 1.24354e-06 4.03969e-07 2.78905e-07 2.79982e-07 2.42918e-07 1.04221e-06 8.62125e-07 4.92027e-07 8.70801e-07 2.87614e-07 2.50342e-07 7.34314e-07 4.38045e-07 4.1313e-07 8.41074e-07 5.93972e-07 1.02741e-06 6.85832e-07
threshold=0.3248100000000001 0.14171000000000003 -0.10664 -0.077774999999999983 -0.086304999999999979 -0.085774999999999976 -0.15308499999999997 0.092670000000000016 -0.085024999999999989 0.086635000000000004 0.10121000000000001 0.093875000000000014 0.11230000000000001 0.090755000000000016 -0.084144999999999984 -0.083689999999999987 -0.057544999999999992 0.10234000000000001 -1.0000000180025095e-35 -0.085584999999999981 -0.0087699999999999983 0.094030000000000016 0.099590000000000026 0.087925000000000017 0.11507500000000002 0.084685000000000024 -0.081454999999999986 0.032140000000000009 0.092390000000000014 0.094565000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 -6 7 -7 -8 -4 11 13 -13 14 -10 -16 17 -17 -18 -19 -21 22 25 24 -24 27 -27 28 -20 -29
right_child=-2 -3 4 -5 5 6 8 -9 10 -11 -12 12 -14 -15 15 16 18 19 21 20 -22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=-1.0198736833301251e-07 -9.4883825152899841e-06 9.903833782526159e-06 -1.6147191712187363e-06 -1.6322375554409518e-05 -2.2501342459690932e-05 3.0505818079973325e-05 -1.8457198449242343e-05 -1.5939706445351478e-05 8.7611656668842548e-06 1.9466800501033034e-05 1.1417214635874492e-05 -2.5798394104640465e-05 5.1529200904783297e-06 1.4281038347689899e-05 -1.0231340606710378e-05 2.5244872641110306e-05 -2.0857191111645081e-05 1.2694639729033953e-05 9.2923631219134574e-08 7.5139027903787791e-06 -1.8625025701077485e-05 -9.2900546977751119e-06 -1.9789970473070618e-05 4.9404476168663598e-06 -1.5731503150494643e-06 2.1316341989014683e-05 -8.5428609589205908e-07 -2.4475002057789386e-05 2.2856123214296533e-05 1.3997513724461898e-06
leaf_weight=38 23 29 46 20 20 32 27 20 36 27 24 25 27 20 27 20 20 20 2305 25 26 33 33 43 22 28 44 21 20 20
leaf_count=38 23 29 46 20 20 32 27 20 36 27 24 25 27 20 27 20 20 20 2305 25 26 33 33 43 22 28 44 21 20 20
internal_value=0 7.04413e-08 -2.24777e-08 -5.69522e-06 8.67947e-08 -6.46656e-08 8.91156e-08 1.26422e-05 -1.38644e-07 6.18256e-06 3.55729e-08 -6.14642e-08 -9.72752e-06 1.20452e-07 1.72033e-08 -9.90814e-08 2.99733e-09 5.08118e-06 -1.75494e-07 -5.98737e-07 -5.81183e-06 -1.44844e-08 1.06215e-07 -4.84938e-06 -1.25032e-05 3.05414e-07 7.76762e-06 7.83311e-08 2.88736e-07 -1.18532e-05
internal_weight=0 3098 3069 58 3011 2938 2918 52 2866 73 2839 2815 52 2763 2743 2707 2680 91 2589 71 51 2569 2536 98 55 2438 72 2366 2325 41
internal_count=3121 3098 3069 58 3011 2938 2918 52 2866 73 2839 2815 52 2763 2743 2707 2680 91 2589 71 51 2569 2536 98 55 2438 72 2366 2325 41
is_linear=0
shrinkage=0.1


Tree=5287
num_leaves=31
num_cat=0
split_feature=401 401 402 1210 1210 1208 42 42 2 0 1210 15 401 12 4 15 12 12 1212 131 131 1455 50 15 1212 130 2 3 49 2
split_gain=1.85325e-07 2.72502e-07 3.45654e-07 2.85642e-07 1.97396e-07 3.52946e-07 2.38505e-07 1.23536e-06 6.11325e-07 1.03863e-06 4.36972e-07 2.28153e-07 2.16953e-07 3.63161e-07 8.14188e-07 6.39898e-07 5.95467e-07 7.46291e-07 3.90617e-07 4.66975e-07 3.90172e-07 3.84552e-07 3.5969e-07 1.33717e-06 7.3546e-07 6.10396e-07 4.76395e-07 1.08252e-06 8.87187e-07 1.39033e-06
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.15724500000000002 0.0028200000000000005 0.10480500000000002 0.11603500000000001 0.11839500000000001 0.090425000000000019 -0.066689999999999985 -0.40154499999999999 0.14654000000000003 -0.099524999999999988 0.10911500000000002 -0.064054999999999987 -0.045854999999999993 0.12757000000000002 0.11527000000000001 0.14560000000000003 0.13052000000000002 0.11669000000000002 0.10861000000000001 0.096900000000000014 0.091915000000000011 0.11473500000000002 1.0000000180025095e-35 0.085785000000000014 -0.082879999999999995 0.08610000000000001 0.088475000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 10 -8 -9 -10 -4 -11 -12 18 -15 16 17 -16 19 20 21 22 24 25 -14 26 27 -24 29 -28
right_child=1 2 3 -5 -6 -7 7 8 9 11 12 -13 13 14 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=9.5952547781053009e-06 -1.0906252883496169e-05 1.0198568777193006e-05 -1.4237159555560456e-05 -9.6412790739005664e-06 6.7339568241275338e-06 -1.3008562945331159e-05 2.4681725290065518e-05 -1.2534001774232215e-05 1.9861556081325815e-05 -8.675039077518574e-06 -8.6925283512598606e-06 4.1461809103012733e-06 -4.8707858287600897e-07 2.1296585844538643e-05 1.3455471645329454e-06 -9.6896957466520292e-06 -7.0061855240055594e-06 2.3920305520058957e-05 1.3316551372727626e-05 -1.522858850269889e-05 1.1081774547297605e-05 -1.0243023788438548e-05 2.8144072300728156e-05 2.4669371920866141e-05 -1.7737252826918848e-05 -1.5435383491941531e-05 -2.384987379305277e-05 1.9273525829645686e-06 9.4325682194439352e-06 8.5154368218677212e-07
leaf_weight=20 23 33 22 31 43 21 24 30 28 35 29 23 2173 25 32 36 24 27 21 21 30 39 21 26 25 21 31 63 58 86
leaf_count=20 23 33 22 31 43 21 24 30 28 35 29 23 2173 25 32 36 24 27 21 21 30 39 21 26 25 21 31 63 58 86
internal_value=0 -6.18811e-08 1.91523e-08 -9.11665e-08 7.05957e-09 -9.03004e-08 1.66007e-09 4.03001e-06 -2.42765e-07 4.04488e-06 -1.9904e-07 -3.59076e-06 -8.82661e-08 2.17373e-09 4.89127e-06 1.44478e-06 6.27418e-06 1.16764e-05 -2.67054e-07 -3.77021e-07 -2.55808e-07 -3.89558e-07 -2.36089e-07 2.97609e-06 -6.83282e-07 9.61719e-07 2.29121e-06 8.48153e-06 -6.80139e-07 -5.69328e-06
internal_weight=0 3101 3078 3045 3014 2971 2950 140 116 86 2810 58 2788 2759 144 119 83 59 2615 2594 2573 2543 2504 306 2198 280 259 84 175 117
internal_count=3121 3101 3078 3045 3014 2971 2950 140 116 86 2810 58 2788 2759 144 119 83 59 2615 2594 2573 2543 2504 306 2198 280 259 84 175 117
is_linear=0
shrinkage=0.1


Tree=5288
num_leaves=31
num_cat=0
split_feature=130 40 4 13 0 13 4 16 39 39 39 124 10 16 39 1 45 123 33 16 12 9 14 11 2 4 147 3 0 160
split_gain=1.92134e-07 2.75848e-07 2.90199e-07 1.81921e-07 5.5433e-07 4.86267e-07 1.13057e-06 4.26522e-07 3.14937e-07 3.88498e-07 3.98631e-07 3.11719e-07 3.10203e-07 3.75291e-06 3.38046e-06 5.79382e-07 4.85955e-07 4.97271e-07 9.93503e-07 6.81982e-07 6.60476e-07 4.01802e-07 3.71032e-07 5.1286e-07 3.97131e-07 9.7906e-07 7.63449e-07 6.61935e-07 4.73903e-07 1.37047e-06
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.41572999999999993 -0.040504999999999992 -0.17933499999999997 0.0049200000000000008 -0.08453999999999999 0.11402500000000002 0.10940500000000002 0.10484500000000001 0.0049200000000000008 -0.011559999999999999 -0.056919999999999991 0.085060000000000011 0.13756000000000004 0.094030000000000016 0.08592000000000001 -1.0000000180025095e-35 -0.0019699999999999995 -0.087484999999999993 -0.013509999999999999 0.081185000000000021 0.075910000000000019 0.11682500000000001 0.41379000000000005 0.093875000000000014 0.10732000000000001 -0.10151999999999999 0.10648000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 -5 -3 9 10 11 12 13 14 -7 16 17 18 -14 20 -19 -20 24 -24 25 26 28 -26 29 -23
right_child=1 2 -4 5 -6 8 -8 -9 -10 -11 -12 -13 15 -15 -16 -17 -18 19 21 -21 -22 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=9.1060952716203342e-06 -1.1773734728421914e-05 7.4803443067139604e-06 9.9646484660956179e-06 -2.8479276973030211e-05 1.9007974165106136e-05 -5.476443449879299e-05 1.6517827120740991e-06 -7.4161967072664201e-06 -9.0966033188746418e-06 1.3011675094315687e-05 -1.3764120489040144e-05 9.3104729456980657e-06 2.099079727896503e-05 2.4325859249074712e-05 3.3773199174902406e-06 1.2535314447853348e-05 -1.4230088754629833e-05 -2.4478439237490033e-05 1.2248288483836708e-05 7.5130705313529773e-06 -2.7582067949489492e-06 6.3512565013412308e-06 -1.7634645149655626e-05 1.5050621056746292e-06 -1.6784401013199652e-06 1.763572665616018e-05 -1.7840426295626222e-05 -1.7834145704303714e-05 -7.4807017522104913e-08 -2.0836785238316226e-05
leaf_weight=23 20 40 29 20 20 20 33 37 38 23 21 36 23 24 20 37 24 28 27 21 28 254 28 28 164 33 23 30 1949 20
leaf_count=23 20 40 29 20 20 20 33 37 38 23 21 36 23 24 20 37 24 28 27 21 28 254 28 28 164 33 23 30 1949 20
internal_value=0 -6.76095e-08 8.45367e-09 -8.62428e-08 4.17499e-06 -2.26263e-07 -9.71843e-06 3.22266e-07 -5.27257e-08 6.73958e-08 -3.75086e-08 6.48198e-08 -5.48651e-08 -6.93628e-06 -2.56936e-05 1.07229e-07 -6.43525e-08 6.36511e-08 3.00081e-07 -7.85522e-06 -1.36183e-05 1.13897e-07 -1.56517e-08 -8.06479e-06 1.66618e-07 5.36347e-07 2.85109e-07 -4.17675e-06 4.72643e-07 4.36673e-06
internal_weight=0 3098 3078 3049 97 2952 53 77 2899 2861 2838 2817 2781 64 40 2717 2680 2656 2579 77 56 2556 2529 56 2473 2279 2246 194 2223 274
internal_count=3121 3098 3078 3049 97 2952 53 77 2899 2861 2838 2817 2781 64 40 2717 2680 2656 2579 77 56 2556 2529 56 2473 2279 2246 194 2223 274
is_linear=0
shrinkage=0.1


Tree=5289
num_leaves=31
num_cat=0
split_feature=40 130 42 132 393 403 132 15 2 1 16 16 483 479 481 1420 157 471 133 133 13 402 1446 13 133 16 133 2 133 12
split_gain=1.96388e-07 4.71808e-07 3.56651e-07 2.17459e-07 7.6375e-07 3.97177e-07 1.88179e-06 5.61933e-07 3.02537e-07 2.80626e-07 4.22584e-07 5.85919e-07 2.14774e-07 2.46225e-07 2.58719e-07 2.22502e-07 5.68731e-07 3.35912e-07 3.42914e-07 1.05629e-06 8.57021e-07 9.54203e-07 2.21026e-06 2.87033e-06 8.84892e-07 6.61004e-07 6.45469e-07 3.30076e-06 1.4597e-06 1.91584e-06
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 -0.083174999999999985 0.12069000000000002 -0.074254999999999988 -0.1075 0.08517000000000001 0.085485000000000019 0.09202500000000001 -0.095094999999999985 -0.072804999999999981 -0.47181499999999993 0.10769500000000001 0.11244000000000001 0.056520000000000008 0.63397500000000007 0.10338500000000002 0.09389500000000002 0.092470000000000011 -0.086254999999999984 0.11174500000000002 0.083715000000000026 -0.082904999999999993 0.098785000000000012 -0.079109999999999986 0.090445000000000011 0.092635000000000009 0.089200000000000015 0.088105000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 12 7 9 8 -3 10 -7 -12 -5 14 15 16 17 18 19 26 25 22 23 -22 -25 -20 28 -28 -14 -30
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 11 -13 13 -15 -16 -17 -18 -19 20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=9.8774788011724029e-06 -1.4656070574016088e-05 3.3790500632365854e-06 1.0712494446535505e-05 8.5872149078380151e-06 1.9167876936470357e-05 -9.072349295187767e-06 -3.1323602248448877e-05 1.6254125884664801e-05 -9.5952550793754199e-06 -9.9151454414823109e-06 2.0695177827292355e-05 -8.7537592020560308e-07 -1.3838300498155974e-07 -7.9531560190960783e-06 1.1105831150156779e-05 -1.0052412612408675e-05 1.6845713944348972e-05 -1.2991588994282212e-05 2.804919667637891e-05 -1.9463798418561557e-05 -3.6768974759979755e-05 -1.9160280457568166e-05 2.7874603434948736e-05 1.8606365179039132e-05 6.3754421025576118e-07 3.2455589722043701e-06 -1.0159781959373504e-05 3.6878479449761964e-05 -1.181952512556093e-06 -4.1413174142235223e-05
leaf_weight=20 22 41 31 29 21 23 25 21 32 25 20 34 2053 39 21 22 20 20 22 29 20 22 31 30 317 21 35 26 29 20
leaf_count=20 22 41 31 29 21 23 25 21 32 25 20 34 2053 39 21 22 20 20 22 29 20 22 31 30 317 21 35 26 29 20
internal_value=0 -6.37146e-08 4.05503e-08 -6.79898e-08 1.68175e-07 -3.08897e-06 -6.73616e-06 1.83861e-06 -2.30832e-06 -7.09822e-07 2.27892e-06 7.11372e-06 2.59815e-08 -6.34228e-08 4.89584e-08 -3.65015e-08 4.52611e-08 -8.03498e-08 1.691e-08 -5.05403e-07 2.48972e-06 1.11309e-06 2.23373e-06 6.78828e-08 2.19104e-06 1.59358e-05 -2.51222e-07 9.88931e-06 -5.455e-07 -1.76029e-05
internal_weight=0 3101 3079 3048 2827 221 127 94 73 102 77 54 2806 2777 2738 2717 2695 2675 2655 2192 463 420 398 367 347 43 2163 61 2102 49
internal_count=3121 3101 3079 3048 2827 221 127 94 73 102 77 54 2806 2777 2738 2717 2695 2675 2655 2192 463 420 398 367 347 43 2163 61 2102 49
is_linear=0
shrinkage=0.1


Tree=5290
num_leaves=31
num_cat=0
split_feature=130 40 120 9 10 1 2 3 10 16 51 2 0 45 150 15 150 149 147 1427 12 131 3 472 49 2 1420 1 4 159
split_gain=1.97587e-07 2.61857e-07 2.31532e-07 2.00527e-07 7.58709e-07 9.00582e-07 4.91086e-07 4.69986e-07 2.55674e-07 2.2502e-06 2.82577e-06 3.80487e-07 1.04441e-06 2.74463e-07 1.97724e-07 6.82207e-07 5.33463e-07 3.235e-07 3.67763e-07 2.16253e-07 4.25138e-07 7.5805e-07 2.81838e-07 2.56395e-07 7.50722e-07 1.45491e-06 3.66318e-07 2.60001e-07 7.59944e-07 5.91929e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.090440000000000006 0.092410000000000006 0.053330000000000009 0.11829500000000003 -0.090999999999999984 -0.014944999999999998 -0.011559999999999999 -0.056919999999999991 0.081440000000000026 -0.0050599999999999994 1.0000000180025095e-35 0.094030000000000016 0.12820000000000001 -0.026084999999999994 0.12244500000000001 0.097720000000000015 0.097430000000000003 0.078535000000000008 0.088725000000000012 0.089415000000000008 -0.080564999999999984 -0.081069999999999989 0.08610000000000001 0.10672500000000001 -0.082399999999999987 0.111945 0.36766000000000004 -0.087844999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 -5 9 10 -8 12 -10 14 16 -16 17 18 19 23 22 -22 -21 24 25 -13 -25 28 -28 -29
right_child=1 2 -4 7 5 -7 8 -9 11 -11 -12 13 -14 -15 15 -17 -18 -19 -20 20 21 -23 -24 26 -26 -27 27 29 -30 -31
leaf_value=9.2344215575038756e-06 -1.1473966569610639e-05 1.3431785912500886e-05 9.0575057778810991e-06 -3.1562277399643791e-06 -2.8876941324256223e-05 7.733537044952668e-07 -3.8777001161398748e-05 1.6651254895805323e-05 2.6027358206874851e-05 1.7274523361265893e-05 7.6105854229050855e-06 -1.8986939257577738e-05 -5.546995779778544e-06 -9.1665141911962014e-06 1.9228556782929281e-05 -5.1506695551021643e-06 -1.6374221431760815e-05 -1.2653309986490059e-05 1.1724112374833097e-05 1.0962613885654027e-05 -8.0910344803992164e-07 -2.5416190016715391e-05 -5.624356244879891e-06 -1.1815251390054564e-05 1.9266352252021468e-05 1.5832919240210688e-05 1.8671300211294366e-08 -1.0496009926847754e-05 -1.424532363575724e-05 4.9452322332088021e-06
leaf_weight=23 20 27 28 25 20 21 29 23 20 28 24 24 22 33 22 24 20 20 27 21 31 21 20 26 27 24 2186 28 38 219
leaf_count=23 20 27 28 25 20 21 29 23 20 28 24 24 22 33 22 24 20 20 27 21 31 21 20 26 27 24 2186 28 38 219
internal_value=0 -6.85548e-08 5.55442e-09 -7.75455e-08 -1.80076e-07 -1.36902e-05 6.99479e-09 6.33486e-06 -1.16546e-07 -5.6567e-06 -1.77713e-05 4.07451e-08 9.48841e-06 -1.00415e-07 7.28128e-09 6.50896e-06 -1.02191e-07 1.78096e-08 1.11949e-07 -5.69801e-09 -4.74295e-06 -1.07466e-05 2.87141e-06 1.65595e-07 5.9266e-06 -1.57701e-06 -7.44325e-09 1.16799e-07 -2.25048e-07 3.19481e-06
internal_weight=0 3098 3078 3050 3002 41 2961 48 2934 81 53 2853 42 2811 2778 46 2732 2712 2692 2665 93 52 41 2572 75 48 2497 2471 2224 247
internal_count=3121 3098 3078 3050 3002 41 2961 48 2934 81 53 2853 42 2811 2778 46 2732 2712 2692 2665 93 52 41 2572 75 48 2497 2471 2224 247
is_linear=0
shrinkage=0.1


Tree=5291
num_leaves=31
num_cat=0
split_feature=472 1429 1425 52 2 3 475 475 484 1372 13 474 475 376 376 40 39 120 130 33 9 3 16 43 12 16 12 2 43 15
split_gain=2.02424e-07 3.96047e-07 2.09005e-07 2.0108e-07 5.11109e-07 5.94547e-07 1.95725e-07 2.5151e-06 1.26315e-06 7.49993e-07 5.95387e-07 2.12753e-07 2.21501e-07 2.08044e-07 4.32665e-07 3.69228e-07 2.69976e-07 2.31796e-07 4.08434e-07 4.0811e-07 3.63834e-07 1.47867e-06 2.90791e-07 6.82538e-07 5.78967e-07 1.49404e-06 1.47715e-06 7.34382e-07 7.14012e-07 1.09375e-06
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.55692499999999978 0.10527500000000002 -0.086274999999999977 -0.086279999999999982 -0.085684999999999997 0.085790000000000019 -0.081219999999999987 -0.08459499999999999 0.089190000000000005 -0.098879999999999982 0.086445000000000008 0.084815000000000015 -0.049804999999999995 0.095070000000000016 1.0000000180025095e-35 -0.22461999999999996 -0.018454999999999996 0.091600000000000015 -0.13309499999999996 0.15891500000000003 -0.15323999999999996 0.090345000000000023 0.26676500000000009 0.09474500000000001 0.10981000000000002 -0.077944999999999987 -0.052074999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 10 -9 -5 12 -12 14 17 16 -15 18 -11 -20 22 -22 -21 -24 27 -26 -27 -25 -28 -30
right_child=1 2 -4 6 -6 -7 7 9 -10 13 11 -13 -14 15 -16 -17 -18 -19 19 20 21 -23 23 24 25 26 28 -29 29 -31
leaf_value=-9.1484794362865319e-06 1.3144354385946392e-05 -1.2273587493506388e-05 -9.5238762024445875e-06 1.4246179125620985e-05 1.8852594714644513e-05 1.0062940152867949e-05 3.4569435090469641e-05 -1.7409618552846952e-05 -2.5111118791103406e-05 1.3322778748102872e-05 -1.1975810825374952e-05 5.2070237029511198e-06 1.1618543448137298e-06 3.4484928825406771e-06 -1.3817203612036438e-05 -5.3633259616011253e-06 1.7479096262225845e-05 -8.7849760681516873e-06 1.3824721647671098e-05 3.8510937744928084e-07 1.1969419884110267e-05 -2.3631629858300585e-05 -1.6693815382495814e-05 -1.299859230192107e-07 -2.5233687198730575e-05 -2.1252789300823288e-05 1.9707246572882774e-05 1.8998706806227207e-05 -6.352815249887168e-06 1.8576053973144252e-05
leaf_weight=24 23 22 23 25 20 26 21 25 23 23 33 20 21 32 23 24 24 30 21 2272 20 28 32 88 30 28 24 26 66 24
leaf_count=24 23 22 23 25 20 26 21 25 23 23 33 20 21 32 23 24 24 30 21 2272 20 28 32 88 30 28 24 26 66 24
internal_value=0 7.08894e-08 -2.69277e-08 4.46651e-08 5.42161e-06 -1.74635e-07 -7.79068e-08 8.9363e-08 -4.00052e-06 -1.65595e-07 9.03961e-07 -3.60355e-06 -6.86672e-06 -1.24512e-08 -1.59481e-07 5.01413e-06 9.46161e-06 -4.36522e-08 5.41255e-08 -6.06466e-08 -1.71182e-07 -8.79786e-06 -1.13055e-08 -2.84355e-06 -1.29387e-06 -4.95683e-06 -6.72991e-07 4.2327e-06 4.3817e-06 2.94883e-07
internal_weight=0 3097 3074 3051 68 48 2983 2861 122 2840 99 74 54 2815 2735 80 56 2712 2682 2659 2638 48 2590 318 286 172 142 114 114 90
internal_count=3121 3097 3074 3051 68 48 2983 2861 122 2840 99 74 54 2815 2735 80 56 2712 2682 2659 2638 48 2590 318 286 172 142 114 114 90
is_linear=0
shrinkage=0.1


Tree=5292
num_leaves=31
num_cat=0
split_feature=40 130 12 43 1212 401 12 16 132 15 1185 2 49 16 0 42 42 133 1208 1208 402 1209 1209 1212 15 1212 2 160 1212 1
split_gain=1.82185e-07 4.90721e-07 3.05393e-07 3.02525e-07 2.14588e-07 3.65772e-07 1.95382e-07 4.6097e-07 2.72633e-07 7.27542e-06 3.36057e-06 8.35635e-07 2.9476e-07 4.129e-07 2.58642e-07 2.91258e-07 2.43206e-07 4.36823e-07 2.52652e-07 5.68675e-07 7.39064e-07 5.22579e-07 2.71893e-07 3.18475e-07 6.18219e-07 4.38406e-07 1.99298e-06 6.34118e-07 4.05859e-07 9.74622e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.13043000000000002 -0.061959999999999994 -0.52517999999999987 0.13699500000000003 0.11734000000000001 -0.06421499999999998 -0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.082850000000000021 0.09567500000000001 -0.095564999999999983 -0.087319999999999995 -0.021469999999999996 0.12074000000000001 0.41553500000000004 0.11332500000000002 0.10233500000000001 0.23460000000000003 0.10521000000000001 0.091045000000000001 0.091580000000000009 0.097485000000000016 0.087615000000000012 0.084755000000000011 -0.57146499999999989 0.12799000000000002 0.077845000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 8 -8 9 11 -10 -6 13 -13 -15 -16 18 -18 19 20 21 22 23 25 28 27 -27 -12 29 -25
right_child=1 2 3 -5 5 -7 7 -9 10 -11 16 12 -14 14 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=9.5136135132634078e-06 -1.4943308182906052e-05 9.978011214462598e-06 1.6115667075728593e-05 1.5110137708787179e-06 -1.855067479921453e-05 -1.3644341288454598e-05 -1.8033601372735577e-05 1.565937185053675e-06 -4.1062476429942767e-05 6.0713897310051836e-05 1.6893896405566592e-05 1.4797862349084989e-05 -1.0766926078802153e-05 -9.6712428112747769e-06 -3.6317059216104864e-06 9.2099014409541282e-06 -2.3577731917612255e-06 1.6336028094883659e-05 -1.0975578810584488e-05 1.604712307942629e-05 -1.8349362364295467e-05 1.6158761354745366e-05 -8.9516048503542957e-06 -8.7874255711994924e-07 2.0559571731566743e-05 -3.0740062591879298e-05 7.3810116703043605e-06 -1.6316095304918284e-07 -8.818562690538345e-06 2.3948474569936349e-05
leaf_weight=20 22 21 23 37 29 20 20 30 20 20 22 21 21 24 38 33 25 25 21 22 22 20 34 64 21 24 32 2342 27 21
leaf_count=20 22 21 23 37 29 20 20 30 20 20 22 21 21 24 38 33 25 25 21 22 22 20 34 64 21 24 32 2342 27 21
internal_value=0 -6.13558e-08 4.49784e-08 7.10946e-06 -9.54221e-08 -1.65983e-07 -7.54637e-08 -6.27388e-06 3.03836e-08 3.73532e-06 -2.20936e-07 -3.12957e-06 1.34757e-07 2.10834e-06 -6.96715e-07 2.33693e-06 7.91486e-08 6.98913e-06 -5.01549e-08 3.63913e-08 -9.75897e-08 5.64337e-08 -6.80528e-08 5.02553e-08 4.8145e-06 -2.11581e-07 -8.95659e-06 -4.42353e-09 1.8623e-06 5.25504e-06
internal_weight=0 3101 3079 60 3019 2998 2978 50 2928 186 2742 166 137 116 95 71 2722 50 2672 2651 2629 2607 2587 2553 133 2420 56 2364 112 85
internal_count=3121 3101 3079 60 3019 2998 2978 50 2928 186 2742 166 137 116 95 71 2722 50 2672 2651 2629 2607 2587 2553 133 2420 56 2364 112 85
is_linear=0
shrinkage=0.1


Tree=5293
num_leaves=31
num_cat=0
split_feature=402 1212 401 132 1185 15 1186 399 400 13 2 12 52 1429 156 16 1429 1 121 9 33 9 2 2 9 16 97 131 16 2
split_gain=2.28855e-07 3.09028e-07 2.01354e-07 1.97518e-07 9.92492e-07 6.73119e-07 3.63044e-07 2.26548e-07 2.71795e-07 2.6231e-07 2.36296e-07 4.22482e-07 2.05163e-07 1.97083e-07 4.60755e-07 1.87976e-07 4.1253e-07 2.92397e-07 8.21977e-07 2.93484e-07 6.94878e-07 4.17536e-07 3.01999e-07 2.9415e-07 2.7761e-07 2.31223e-06 3.62264e-06 2.61002e-07 3.38205e-07 5.21901e-07
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.087805000000000008 0.10645500000000001 -0.010739999999999998 0.089320000000000024 0.090165000000000009 0.085540000000000019 -0.23752499999999996 0.32523500000000005 0.63636000000000015 -0.10379499999999998 0.16540500000000002 -0.094339999999999993 0.092410000000000006 -0.012019999999999998 0.085555000000000006 -0.18970999999999996 -0.045829999999999989 -0.013509999999999999 -0.056919999999999991 -0.079444999999999988 0.13834500000000002 0.5136400000000001 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 10 9 -9 11 12 -1 -6 15 16 -15 18 -18 20 -20 23 -21 -22 25 26 -25 28 -26 -30
right_child=-2 -3 -4 4 13 -7 -8 8 -10 -11 -12 -13 -14 14 -16 -17 17 -19 19 22 21 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=6.2041630545060072e-06 1.0404102033048513e-05 -1.2160119816447453e-05 9.135775083753591e-06 2.1821770202396218e-05 -9.8903283742401989e-06 -1.9548996368195567e-05 -1.3516999474848578e-05 1.725289705951755e-05 -5.0520633271844422e-06 2.5776961906401619e-06 3.2332133016444418e-06 -1.84437657367198e-05 -7.7741558075537066e-06 1.3112917325959948e-05 1.5195735140878244e-05 -7.0220237878521929e-06 -1.8573140399288e-05 1.1426267267531579e-05 -1.7052382903178418e-05 -3.8265766761469421e-07 -9.6085667600220859e-06 1.3170476980424915e-05 1.678733909513886e-05 -5.2221415080566662e-06 -5.270348143252765e-09 -1.6445378460210642e-05 5.1877541762337389e-05 1.1237218454880349e-05 -1.8536941587143474e-05 -1.49853101660824e-06
leaf_weight=21 21 21 24 21 20 22 21 21 20 29 42 20 21 24 20 38 24 22 24 20 32 24 21 25 2366 28 20 20 25 64
leaf_count=21 21 21 24 21 20 22 21 21 20 29 42 20 21 24 20 38 24 22 24 20 32 24 21 25 2366 28 20 20 25 64
internal_value=0 -7.04814e-08 1.19747e-08 -5.97016e-08 1.62641e-07 -2.96757e-06 -1.09684e-06 4.02141e-07 4.80033e-06 8.74128e-06 -2.55818e-06 -6.48137e-06 -7.84996e-07 1.1774e-09 7.19068e-08 -3.70153e-08 5.98925e-08 -5.54934e-08 -1.49292e-07 1.6378e-08 -1.146e-07 4.15089e-08 8.41173e-06 -8.0621e-08 3.90392e-08 6.1168e-06 2.01555e-05 -1.40224e-07 -2.32912e-07 -6.2846e-06
internal_weight=0 3100 3079 3055 2838 217 195 174 70 50 104 62 42 2817 2797 2777 2739 2715 2693 2669 2628 2604 41 2580 2548 73 45 2475 2455 89
internal_count=3121 3100 3079 3055 2838 217 195 174 70 50 104 62 42 2817 2797 2777 2739 2715 2693 2669 2628 2604 41 2580 2548 73 45 2475 2455 89
is_linear=0
shrinkage=0.1


Tree=5294
num_leaves=31
num_cat=0
split_feature=156 472 471 471 154 475 1428 1429 12 1429 1429 157 157 157 1371 160 2 151 45 11 33 47 47 47 131 2 0 160 148 2
split_gain=2.22056e-07 2.89131e-07 1.87256e-07 3.48213e-07 2.06524e-07 2.41052e-07 1.00386e-06 5.94897e-07 4.48002e-07 1.94529e-07 3.81822e-07 2.45866e-07 1.32811e-06 1.27825e-06 7.88621e-07 1.68488e-06 4.95005e-07 3.34468e-07 3.20743e-07 9.72014e-07 6.05727e-07 2.92391e-07 2.21588e-06 2.03706e-06 3.32845e-07 3.34263e-07 9.70033e-07 8.45029e-07 6.75371e-07 9.45727e-07
threshold=0.3248100000000001 -0.097514999999999977 0.10338500000000002 0.093375000000000014 1.0000000180025095e-35 0.016915000000000003 -0.018864999999999996 -0.10379499999999998 0.08815000000000002 -0.08262499999999999 -0.066319999999999976 -0.087424999999999989 -0.090569999999999998 -0.086394999999999986 0.083235000000000017 -0.080934999999999993 0.087855000000000003 -0.54279999999999984 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.094160000000000008 0.096475000000000019 0.090100000000000013 0.13767000000000004 0.113445 -0.23091999999999999 0.092865000000000017 -0.07546499999999999 0.13404500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3 -8 -9 -11 12 16 -13 17 -16 -12 -15 19 -19 -21 23 -23 24 25 26 -22 28 -27 -30
right_child=-2 2 -4 -5 -6 6 8 9 -10 10 11 13 -14 14 15 -17 -18 18 -20 20 21 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=1.2057346134497493e-05 -9.7895088560028909e-06 1.6818896056931756e-05 -8.803782194869807e-06 1.321561451732123e-05 9.4171884405153363e-06 -2.4245132971416405e-05 8.5075046894524035e-06 -9.4404324127853314e-06 -1.0354272953918553e-05 1.3122427248517128e-05 1.5061638357240424e-05 2.2580857534194367e-05 -2.3891538731496204e-05 1.2958812239958208e-05 -3.4671163588200217e-05 5.8844974535618566e-06 -3.2887814067718718e-06 1.9723918388990569e-05 -9.9729491395805787e-06 -1.5901733900136605e-05 1.6924102490318345e-05 3.5227947209932614e-05 5.5474723796307561e-07 -2.7600291751797261e-05 -1.2215479872876049e-05 1.6688891651028826e-05 3.5484583634219878e-07 -1.7906712221729599e-05 -7.5618518097974675e-06 3.5519492203155546e-06
leaf_weight=20 23 21 24 20 23 21 34 22 20 22 21 25 27 20 20 21 49 25 32 24 36 20 235 27 22 20 1907 33 161 146
leaf_count=20 23 21 24 20 23 21 34 22 20 22 21 25 27 20 20 21 49 25 32 24 36 20 235 27 22 20 1907 33 161 146
internal_value=0 7.26751e-08 -5.19803e-09 6.3946e-08 -2.27492e-08 -9.48577e-08 -5.69304e-06 4.81477e-08 1.52166e-06 -7.26707e-08 -1.43298e-09 -1.01999e-07 -5.0508e-06 7.10485e-08 -1.33661e-07 -1.38988e-05 2.21634e-06 7.47473e-08 -2.11162e-08 9.87854e-08 -8.76944e-08 5.78894e-08 3.27421e-06 -2.90819e-07 2.6323e-08 1.43266e-07 6.61842e-07 -2.6556e-06 -1.1165e-06 -2.27646e-06
internal_weight=0 3098 3078 3054 3034 3011 75 2936 54 2915 2893 2871 97 2774 2749 41 70 2708 2688 2656 2631 2607 255 2352 2325 2303 1943 360 327 307
internal_count=3121 3098 3078 3054 3034 3011 75 2936 54 2915 2893 2871 97 2774 2749 41 70 2708 2688 2656 2631 2607 255 2352 2325 2303 1943 360 327 307
is_linear=0
shrinkage=0.1


Tree=5295
num_leaves=31
num_cat=0
split_feature=46 46 1456 160 471 1420 475 1420 11 157 157 13 1 1426 475 474 47 47 0 16 0 51 51 159 51 43 160 16 42 11
split_gain=1.94095e-07 3.6637e-07 2.00455e-07 7.01261e-07 3.05522e-07 2.56348e-07 6.20648e-07 4.30228e-07 3.44673e-07 2.22109e-06 9.42153e-07 5.55594e-07 1.12359e-06 3.97507e-07 3.62384e-07 4.57466e-07 2.80796e-07 1.74596e-06 1.55354e-06 6.08739e-06 1.40773e-06 3.01202e-07 6.87033e-07 6.51506e-07 6.37201e-07 6.1022e-07 9.65249e-07 5.19665e-07 6.35218e-07 5.66182e-07
threshold=0.10987500000000001 0.083550000000000013 0.11510000000000002 -0.046074999999999991 0.094575000000000006 -0.08341999999999998 -0.080874999999999989 -0.078999999999999987 0.088215000000000002 -0.051074999999999988 -0.42132499999999995 0.097995000000000013 0.10727500000000002 -0.078524999999999998 -0.24039999999999997 -0.095399999999999985 0.092165000000000011 0.086380000000000012 -0.10224499999999999 -0.25582999999999995 -0.095504999999999993 -0.085989999999999997 -0.089864999999999987 0.10545500000000001 -0.085384999999999989 -0.095049999999999982 0.041220000000000007 0.31475000000000003 -0.16797499999999996 0.080705000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -7 10 -10 -9 12 -11 -12 -15 -16 17 21 19 -18 -20 22 23 25 -23 -17 -27 28 -26 -30
right_child=-2 -3 3 -5 -6 7 -8 8 9 11 13 -13 -14 14 15 16 18 -19 20 -21 -22 24 -24 -25 27 26 -28 -29 29 -31
leaf_value=-2.9518782027410522e-06 9.3596617758025378e-06 -1.1453454853186227e-05 2.0567929877870485e-05 -4.7860116937433387e-06 -9.3488692255050426e-06 -1.4000179486505329e-05 2.0162129502360978e-05 -2.1796125856781146e-05 3.5620019825728381e-05 1.9197108569922142e-05 1.3692071076677947e-05 -1.3637942842811195e-05 -9.4314769457610209e-06 -1.0869525747679174e-05 1.3204895122516274e-05 -1.1142793403917961e-05 2.4494466118745086e-06 2.2390220458744028e-05 2.3525352762590046e-05 -6.2645091798003709e-05 -1.8336182069912287e-06 1.8047439680231038e-05 -1.8746151041481287e-05 -1.510580177123742e-05 -1.3427646866018351e-05 2.2602994695536588e-07 2.3660902314759369e-05 1.3410040816685571e-05 -4.6124554928809116e-08 1.3570437776281558e-05
leaf_weight=26 22 28 20 24 35 22 21 20 20 26 21 26 29 31 26 37 51 35 25 20 176 20 26 31 35 145 20 29 2043 31
leaf_count=26 22 28 20 24 35 22 21 20 20 26 21 26 29 31 26 37 51 35 25 20 176 20 26 31 35 145 20 29 2043 31
internal_value=0 -6.64423e-08 3.73794e-08 6.73851e-06 -6.00272e-08 4.86324e-08 7.37566e-06 -6.83014e-08 3.6557e-08 5.77649e-06 -1.68877e-07 -1.59228e-06 4.10204e-06 -1.45065e-08 -1.18008e-07 3.19078e-09 -1.22817e-07 2.15339e-07 -3.17119e-06 -1.5887e-05 1.32048e-06 -1.05771e-07 -3.32807e-06 -1.6076e-06 2.80965e-07 4.63906e-07 3.06662e-06 1.14768e-07 -6.80496e-08 1.57402e-07
internal_weight=0 3099 3071 44 3027 2992 47 2945 2923 101 2822 81 55 2802 2781 2750 2724 2452 272 71 201 2417 259 233 2158 202 165 2138 2109 2074
internal_count=3121 3099 3071 44 3027 2992 47 2945 2923 101 2822 81 55 2802 2781 2750 2724 2452 272 71 201 2417 259 233 2158 202 165 2138 2109 2074
is_linear=0
shrinkage=0.1


Tree=5296
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1365 1208 1208 1209 1209 1209 142 11 147 148 48 150 0 150 456 0 148 1429 150 1375 481 0 1429 157 52 3 474
split_gain=2.24257e-07 3.97995e-07 2.20556e-07 2.13992e-07 1.86539e-07 3.61002e-07 2.51281e-07 2.29477e-07 2.50355e-07 1.84209e-07 6.16345e-07 2.57879e-07 3.59062e-07 3.05808e-07 2.7452e-07 7.95096e-07 2.51719e-07 1.29701e-06 1.1092e-06 2.86701e-07 2.41515e-07 1.56631e-06 1.11566e-06 6.92729e-07 7.74076e-07 4.91446e-07 4.31921e-07 1.32331e-06 7.01422e-07 4.15962e-07
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 0.088010000000000019 0.11846000000000001 0.10480500000000002 -0.092099999999999987 -0.085894999999999985 -0.079679999999999987 -0.057499999999999989 -0.014494999999999999 0.099730000000000027 1.0000000180025095e-35 -0.089814999999999992 -0.093459999999999988 -0.14723999999999998 0.12640500000000002 -0.085409999999999986 -0.24955499999999997 -0.098399999999999974 0.083715000000000026 0.10699000000000002 -0.085004999999999983 -0.081334999999999977 -0.090644999999999989 0.032755000000000006 -0.06482499999999998 -0.011499999999999998 -0.082484999999999989 0.084510000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 -9 -10 -11 12 13 -12 15 -15 18 -18 -16 -20 22 23 -21 -22 -25 -24 27 29 -28 -26
right_child=1 2 3 -5 -6 -7 7 8 9 10 11 -13 -14 14 16 -17 17 -19 19 20 21 -23 25 24 26 -27 28 -29 -30 -31
leaf_value=-9.6292244961659896e-06 1.3180198015027639e-05 -9.3778540031053139e-06 8.6825508994727659e-06 8.4573597814596723e-06 8.4034919172364225e-06 -1.1206540434496392e-05 -1.0508530353295751e-05 1.0861765700350848e-05 8.8171592680104677e-06 -1.6841540846971013e-05 1.0185831701133355e-05 8.3708524622731303e-06 -1.1028443702040628e-05 -2.274481546464813e-05 2.1993183335048939e-05 4.0056287198240173e-06 1.2478808797649912e-05 -1.9504610824583325e-05 -1.199039453013029e-05 1.779796698871097e-05 1.4311429438456408e-05 -2.7822882635597997e-05 2.0645858483410517e-07 -1.6971776810145635e-05 -1.4193251372489612e-05 -1.4177191299798629e-05 3.8746154507901776e-06 2.7007198253556906e-05 -2.1731574565819756e-05 2.2984249902107809e-06
leaf_weight=24 23 25 33 30 26 29 21 21 23 22 29 36 30 20 23 25 21 32 20 36 28 23 2318 31 20 24 23 20 20 65
leaf_count=24 23 25 33 30 26 29 21 21 23 22 29 36 30 20 23 25 21 32 20 36 28 23 2318 31 20 24 23 20 20 65
internal_value=0 7.46179e-08 -2.34394e-08 5.32613e-08 -3.02508e-08 -1.03514e-07 5.11864e-09 -9.25802e-08 -1.74135e-08 -9.64938e-08 -1.68027e-07 -3.90476e-08 -1.46867e-07 -2.93552e-08 -1.37118e-07 -7.88346e-06 -8.20346e-09 -6.83194e-06 1.2822e-07 -6.31403e-08 2.83263e-08 -3.06596e-06 3.27605e-07 -3.15188e-07 -2.60315e-06 5.906e-08 4.06495e-07 3.86359e-06 -8.03524e-06 -1.58197e-06
internal_weight=0 3097 3074 3049 3019 2993 2964 2931 2910 2889 2866 2844 2808 2778 2749 45 2704 53 2651 2628 2608 230 2378 207 179 2342 148 105 43 85
internal_count=3121 3097 3074 3049 3019 2993 2964 2931 2910 2889 2866 2844 2808 2778 2749 45 2704 53 2651 2628 2608 230 2378 207 179 2342 148 105 43 85
is_linear=0
shrinkage=0.1


Tree=5297
num_leaves=31
num_cat=0
split_feature=1429 474 157 474 0 474 401 401 43 1209 16 475 1210 16 1208 1210 1210 1212 1212 0 1210 1213 43 43 1452 50 132 1211 50 15
split_gain=1.85895e-07 3.73631e-07 2.16531e-07 3.62386e-07 7.23772e-07 3.70941e-07 1.81597e-07 2.32235e-07 7.85833e-07 5.09641e-07 2.52359e-07 5.25896e-07 2.69641e-07 3.358e-07 2.50624e-07 4.30708e-07 3.35339e-07 2.59537e-07 3.35982e-06 9.88457e-07 5.51247e-07 2.60604e-07 4.88565e-07 7.56646e-07 3.20598e-07 2.30851e-07 2.25361e-06 4.45181e-06 6.44439e-07 1.86882e-06
threshold=0.12521000000000002 -0.45463999999999999 0.32331500000000007 -0.090834999999999985 -0.087794999999999998 -1.0000000180025095e-35 0.13837000000000002 0.11769000000000002 -0.0098449999999999979 -0.093169999999999989 0.63636000000000015 0.13528000000000004 0.0028200000000000005 -0.073404999999999984 0.098500000000000018 -0.13847499999999999 -0.090569999999999998 -0.087464999999999987 -0.092474999999999988 -0.086284999999999987 -0.083289999999999989 -0.087049999999999975 -0.0090299999999999981 0.0034250000000000005 -0.069739999999999983 0.083090000000000011 -0.083284999999999984 0.11013500000000002 0.091320000000000012 0.08517000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 7 9 -9 -7 11 12 14 -14 15 -11 -17 18 19 -18 -19 22 -22 -24 -23 -26 -27 28 29 -28
right_child=-2 2 -4 5 -6 6 -8 8 -10 10 -12 -13 13 -15 -16 16 17 20 -20 -21 21 24 23 -25 25 26 27 -29 -30 -31
leaf_value=-1.335537923469452e-05 9.6099897473322932e-06 5.2307005751117692e-06 1.0148293542789317e-05 1.1760726731693096e-05 -2.0291729400923944e-05 -1.5977475686668186e-05 -9.2797379606747125e-06 1.6623631081547077e-05 -7.6093882161449476e-06 1.2300527636658184e-05 -8.2795210889546277e-06 1.5547009719408711e-05 8.9656544402644694e-07 1.6131469261460512e-05 -1.1273695447471256e-05 -1.3066754263491021e-05 1.8306082077493382e-05 1.6248212195283227e-05 -4.1496979374642254e-05 -5.6168756120273545e-06 1.6231426898879623e-05 -1.1476823507109657e-05 -9.7087380709126595e-06 1.2489768031238264e-05 -5.7006752986563591e-07 2.6689291574738866e-05 3.6151274547418803e-05 -3.7906346463795017e-05 1.0828564317183304e-06 -1.790391664759655e-06
leaf_weight=21 20 20 21 27 25 20 21 32 23 28 36 22 39 23 20 20 31 21 20 39 28 25 34 28 1995 34 21 29 364 34
leaf_count=21 20 20 21 27 25 20 21 32 23 28 36 22 39 23 20 20 31 21 20 39 28 25 34 28 1995 34 21 29 364 34
internal_value=0 -6.19786e-08 2.86582e-08 -4.0813e-08 -8.94843e-06 9.21806e-08 -1.32934e-08 5.23153e-08 6.48982e-06 -6.9314e-08 4.0739e-08 1.45653e-07 2.60519e-08 6.54822e-06 -1.19879e-07 -3.87899e-08 -1.65672e-07 -7.02148e-08 -5.3501e-06 4.97758e-06 1.11641e-07 -1.90949e-08 5.26774e-06 3.16394e-07 -2.09269e-07 -9.55469e-08 1.8685e-06 -1.52251e-08 2.60731e-06 1.26964e-05
internal_weight=0 3101 3080 3059 45 3014 2987 2966 55 2911 2891 2855 2833 62 2771 2751 2723 2703 90 70 2613 2592 90 62 2502 2477 482 448 419 55
internal_count=3121 3101 3080 3059 45 3014 2987 2966 55 2911 2891 2855 2833 62 2771 2751 2723 2703 90 70 2613 2592 90 62 2502 2477 482 448 419 55
is_linear=0
shrinkage=0.1


Tree=5298
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1429 156 1429 399 16 12 401 133 403 1213 1210 132 0 130 150 1374 42 1375 1375 150 147 1348 448 147 1366 45
split_gain=1.94848e-07 8.13627e-07 5.04868e-07 2.92788e-07 1.99409e-07 4.25819e-07 2.17579e-07 1.97856e-07 2.73569e-07 2.44528e-07 1.92963e-07 6.80468e-07 5.77948e-07 5.1581e-07 3.73169e-07 1.92765e-07 3.44636e-07 3.02665e-07 1.78085e-07 3.41206e-07 1.31599e-06 3.09451e-07 3.20246e-07 3.32762e-07 4.6598e-07 9.98452e-07 8.10346e-07 3.2441e-07 3.04639e-07 2.46138e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.087805000000000008 -0.081299999999999983 0.087995000000000004 -0.06959499999999999 0.51114000000000004 -0.072624999999999981 -0.063509999999999997 0.24726500000000004 -0.41127499999999995 -0.082284999999999983 0.10797500000000002 0.14635000000000001 -0.096434999999999979 0.083795000000000022 -0.16449999999999998 -0.085004999999999983 0.12706500000000001 0.097985000000000017 0.088590000000000016 -0.050549999999999991 0.090335000000000013 -0.087024999999999977 0.094030000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -3 6 -6 15 9 -9 12 14 -8 -14 18 17 -17 -1 19 20 -12 -21 -23 24 25 27 -26 28 -24 -30
right_child=1 4 -4 -5 5 -7 10 8 -10 -11 11 -13 13 -15 -16 16 -18 -19 -20 21 -22 22 23 -25 26 -27 -28 -29 29 -31
leaf_value=1.0435748355002549e-05 1.9830759863128021e-05 -9.8749181779567147e-06 -1.6242034029346542e-05 -1.2317128684593454e-05 -8.8913894716016421e-06 1.4685457645100543e-05 1.5719237460636522e-05 6.801840358834684e-06 1.4185637337789106e-05 -7.2296486964858012e-06 -2.4536900855309796e-05 -1.3488476359246282e-05 7.9609111159290241e-06 -1.1246017547145366e-05 1.2579550483830341e-05 1.2750811038131359e-07 -1.4895714177607891e-05 -6.3846520174593027e-06 9.4547792832599951e-06 -1.1417117710389785e-05 1.0195260231284919e-05 1.1067434258149189e-05 1.242522052507411e-05 1.0769915416889929e-05 2.7953637155323205e-06 2.2426583816468339e-05 -2.5016726434614616e-05 -9.3004371836815234e-06 1.5705977754642687e-07 -8.1743479667137671e-06
leaf_weight=23 21 20 25 21 27 20 31 27 20 23 24 37 29 27 24 37 26 20 20 23 20 27 20 29 22 20 20 37 2365 36
leaf_count=23 21 20 25 21 27 20 31 27 20 23 24 37 29 27 24 37 26 20 20 23 20 27 20 29 22 20 20 37 2365 36
internal_value=0 2.18651e-07 -2.85528e-06 -1.15645e-06 7.55463e-08 1.45179e-07 4.27101e-08 1.75221e-07 4.30115e-06 3.47355e-07 1.28523e-07 -1.95453e-08 4.7646e-06 -1.29957e-06 1.65922e-07 -2.54945e-06 -6.07255e-06 2.61231e-06 5.40454e-08 -1.70914e-08 -8.74955e-06 1.30746e-07 2.33852e-07 1.19098e-07 -3.47094e-09 1.73563e-07 -1.04485e-05 -7.50281e-09 1.34521e-07 3.21407e-08
internal_weight=0 2899 222 197 2878 2858 2838 176 70 50 2811 2724 87 56 2687 106 63 43 2663 2643 44 2599 2576 2549 2520 2478 42 2458 2421 2401
internal_count=3121 2899 222 197 2878 2858 2838 176 70 50 2811 2724 87 56 2687 106 63 43 2663 2643 44 2599 2576 2549 2520 2478 42 2458 2421 2401
is_linear=0
shrinkage=0.1


Tree=5299
num_leaves=31
num_cat=0
split_feature=472 1429 474 3 475 13 13 474 52 0 1453 1447 1447 12 1456 1447 1447 480 1453 160 2 1455 3 2 0 2 52 1371 13 157
split_gain=2.36096e-07 3.48177e-07 1.94278e-07 6.82864e-07 1.2177e-06 1.35003e-06 6.29152e-07 5.50897e-07 1.46849e-06 4.79814e-07 3.96583e-07 4.79283e-07 1.48224e-06 1.22542e-06 3.77026e-07 4.28341e-07 5.05383e-07 7.13087e-07 6.94675e-07 4.73951e-07 4.30487e-06 5.85016e-07 1.09712e-06 4.69377e-07 1.58449e-06 1.18468e-06 3.85859e-06 1.26305e-06 1.04143e-06 8.78467e-07
threshold=-0.38234499999999999 -0.23587499999999997 0.091180000000000011 0.10299500000000002 -0.065099999999999977 -0.052719999999999996 -0.052719999999999996 0.088435000000000014 -0.023194999999999997 -0.074824999999999989 -0.087504999999999986 -0.086424999999999988 -0.085754999999999984 0.084225000000000008 -0.23007499999999997 -0.084334999999999979 -0.082824999999999982 0.11387000000000001 -0.079499999999999987 -0.53908999999999996 0.092365000000000017 0.098910000000000012 -0.074084999999999998 0.08622500000000001 -0.15599999999999997 0.087015000000000023 -0.019749999999999993 0.083235000000000017 -0.082574999999999982 -0.090569999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 6 -6 9 10 -9 -4 -3 13 -13 -12 -14 -16 -17 18 -18 20 -20 23 -23 24 -21 26 -25 -27 -28 -26
right_child=1 2 3 -5 5 -7 -8 8 -10 -11 11 12 14 -15 15 16 17 -19 19 21 -22 22 -24 25 29 27 28 -29 -30 -31
leaf_value=-9.8801184928258116e-06 1.2334506399107025e-05 -1.1087554321420612e-05 1.3417932877484596e-06 1.2824374062881321e-05 -3.8221650776484663e-06 -3.7911936635195859e-05 1.0590271898237054e-05 2.3273020203492598e-05 -8.653507829876617e-06 -1.5826105822337991e-05 2.7220992275112582e-05 -2.6580524726817938e-05 1.0401335492003586e-05 -1.2456692677899315e-07 1.2258110486332692e-05 -1.2288900260540794e-05 1.8391038714185016e-05 1.7512278183225452e-05 -4.1379269284582485e-05 2.9604618425764784e-05 2.2723747733834898e-05 -2.6802467604995952e-05 3.7612773541676838e-06 -4.6407576170774223e-05 2.0067617505977375e-05 -7.6275734904205656e-07 1.793168734287104e-05 2.4548687222250013e-05 -1.0351459741286818e-05 6.9685733596021876e-07
leaf_weight=24 23 32 41 23 26 21 38 34 25 27 23 21 35 57 28 34 20 23 22 20 20 23 24 24 24 1381 23 20 30 955
leaf_count=24 23 32 41 23 26 21 38 34 25 27 23 21 35 57 28 34 20 23 22 20 20 23 24 24 24 1381 23 20 30 955
internal_value=0 7.65655e-08 -1.51497e-08 -3.24106e-06 -5.65613e-06 -1.90538e-05 2.8433e-07 1.80765e-07 9.74483e-06 -5.47487e-06 -1.7995e-08 1.08199e-07 -1.1561e-07 7.73728e-06 8.97717e-08 -4.5348e-08 -1.75691e-07 -1.7834e-08 -1.73748e-07 -3.18446e-07 -1.0854e-05 -1.43131e-07 -1.11954e-05 6.65817e-08 1.74095e-06 -1.06515e-06 -1.31415e-05 -4.01423e-07 1.92236e-06 1.17173e-06
internal_weight=0 3097 3074 176 153 47 106 2898 59 68 2839 2807 2727 80 2706 2671 2643 2609 2586 2566 42 2524 47 2477 999 1478 77 1401 53 979
internal_count=3121 3097 3074 176 153 47 106 2898 59 68 2839 2807 2727 80 2706 2671 2643 2609 2586 2566 42 2524 47 2477 999 1478 77 1401 53 979
is_linear=0
shrinkage=0.1


Tree=5300
num_leaves=31
num_cat=0
split_feature=1429 156 1211 50 1185 2 43 1210 401 1210 16 2 2 402 1 1 2 12 43 403 129 0 4 4 16 1186 1209 1208 1213 1212
split_gain=1.92423e-07 3.96108e-07 1.88444e-07 1.59931e-06 3.41982e-07 2.79316e-07 1.79794e-07 1.50818e-06 1.06731e-06 7.91906e-07 2.81733e-06 6.07503e-07 2.34884e-06 1.51035e-06 1.41907e-06 2.57605e-06 9.82555e-07 6.64722e-07 8.29126e-07 5.13634e-07 3.37759e-07 4.92908e-07 7.97252e-07 5.73647e-07 2.78519e-07 2.77823e-07 2.61362e-07 8.47915e-07 2.6744e-07 5.09698e-07
threshold=-0.23752499999999996 0.32523500000000005 0.11048500000000001 0.096900000000000014 -0.093764999999999987 0.087470000000000006 0.0034250000000000005 -0.064799999999999983 -0.06959499999999999 -0.13847499999999999 -0.082179999999999989 0.10005000000000001 0.097070000000000004 -0.020594999999999999 0.089625000000000024 0.096255000000000021 0.10381000000000001 0.11418000000000002 0.13895500000000002 -0.014954999999999998 1.0000000180025095e-35 -0.10151999999999999 -0.00099499999999999979 -0.078629999999999992 -0.06421499999999998 -0.088079999999999978 0.11677000000000001 0.092250000000000013 -0.41330499999999998 -0.092474999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 9 -8 -9 10 -6 12 13 -10 19 -16 -13 18 24 -15 21 -21 23 -23 -18 -11 27 28 -27 -30
right_child=1 -3 3 -5 6 -7 7 8 11 25 -12 16 -14 14 15 -17 17 -19 -20 20 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-9.3192371175312238e-06 -1.31862048755238e-05 1.4093848785705631e-05 -1.2768906171087029e-05 2.7745656073172792e-05 4.0020967241037982e-05 1.4596792351693621e-06 -2.4788626824037812e-05 1.8098657604021921e-05 2.0387275555679352e-05 9.7332412757356813e-06 -5.4014494253351588e-06 2.3058528809501283e-05 -3.3640875907622105e-05 -1.3229373855764331e-05 -4.5502891424846549e-05 -3.3746577894410799e-06 2.9042751328123625e-06 -1.4084973211608415e-05 1.5937856111728858e-05 1.0478495804180613e-05 1.3182128409775592e-05 -4.240478833804794e-06 -2.0955693507858089e-05 1.5980197931639851e-05 -1.07907936900894e-05 -7.3505348136306416e-06 1.0735911316508216e-05 -2.0717398456326919e-05 1.1165522415112498e-05 -8.4625766049764262e-08
leaf_weight=22 20 20 22 22 22 37 27 29 28 29 36 22 25 23 21 47 33 26 36 36 26 47 20 20 27 49 22 20 41 2266
leaf_count=22 20 20 22 22 22 37 27 29 28 29 36 22 25 23 21 47 33 26 36 36 26 47 20 20 27 49 22 20 41 2266
internal_value=0 6.61624e-08 -2.49561e-08 4.73453e-06 -1.53548e-07 -3.84589e-06 -6.60216e-08 -1.8105e-06 -4.79148e-07 2.80066e-07 1.18277e-05 -1.712e-06 -4.32585e-06 -1.59124e-06 -4.1554e-06 -1.63848e-05 3.60646e-06 9.87145e-08 3.94013e-06 6.79495e-07 2.8265e-06 6.37508e-07 -3.43463e-06 1.79554e-06 -3.25851e-06 4.10149e-09 -1.13557e-07 -2.14015e-07 -3.99626e-08 1.15312e-07
internal_weight=0 3099 3079 81 2998 59 2978 493 466 2485 58 437 293 268 240 68 144 122 96 172 149 123 87 67 60 2427 2398 2376 2356 2307
internal_count=3121 3099 3079 81 2998 59 2978 493 466 2485 58 437 293 268 240 68 144 122 96 172 149 123 87 67 60 2427 2398 2376 2356 2307
is_linear=0
shrinkage=0.1


Tree=5301
num_leaves=31
num_cat=0
split_feature=472 472 132 1203 1185 50 1208 1208 1209 1209 1212 1212 401 2 401 390 12 391 1213 0 0 1213 42 1186 2 1201 1210 42 1212 402
split_gain=2.40297e-07 3.35376e-07 2.00407e-07 5.34543e-06 3.09615e-06 8.98856e-07 1.84201e-07 4.88693e-07 3.12846e-07 3.3764e-07 2.09346e-07 4.68822e-07 1.3816e-06 1.29906e-06 5.92337e-07 9.88463e-07 4.40695e-07 2.67219e-07 2.05792e-07 1.6641e-06 2.58952e-06 6.31634e-07 4.51491e-07 2.8898e-07 3.56152e-07 2.43367e-07 2.69825e-07 1.12868e-06 4.69363e-07 4.60235e-07
threshold=-0.38234499999999999 -0.095174999999999996 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.12461500000000002 0.10737500000000001 -0.097919999999999993 -0.087714999999999987 -0.41556999999999994 -0.089544999999999986 0.11655000000000001 0.08734500000000002 0.10711000000000001 0.089065000000000019 0.090165000000000009 -0.077824999999999991 -0.087049999999999975 -0.086554999999999979 -0.084384999999999988 -0.084704999999999989 -0.082179999999999989 -0.052704999999999995 0.085155000000000022 -0.080364999999999978 -0.064799999999999983 0.085465000000000013 -0.063924999999999996 -0.45015499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 7 8 -6 -10 16 13 14 -12 15 17 -11 -13 19 -19 -21 -20 -22 24 -23 -25 27 -27 -28 -30
right_child=1 2 4 -5 6 -7 -8 -9 9 10 11 12 -14 -15 -16 -17 -18 18 21 20 22 23 -24 25 -26 26 28 -29 29 -31
leaf_value=-9.9676290725862312e-06 1.1612739857810084e-05 6.9108399123180207e-08 -3.761001841088397e-05 5.0871077326605915e-05 -1.161885836905719e-05 -2.2289906719379361e-05 -9.512940678177984e-06 1.4326603240988335e-05 1.122022782780092e-05 3.5165066740525868e-06 -2.6898560452082168e-06 1.1104328467064824e-05 -2.2615050086945607e-05 2.6368488193838859e-05 1.386337925425558e-05 -2.2187429804034766e-05 -1.6077841056964341e-05 -1.6959530251789639e-05 -1.5956166811520236e-05 4.1041071953755327e-05 9.0664453637145922e-06 1.5588482424697342e-05 -1.0540238635376622e-05 1.0585438308009456e-05 -2.1613692751998314e-06 7.8092809040942401e-06 1.4163723165478112e-05 -1.9045219521692214e-05 -9.6814044132997887e-06 2.0973090892260117e-08
leaf_weight=24 25 178 22 21 23 20 20 24 27 22 40 22 27 25 31 20 24 26 25 22 24 26 23 21 20 29 23 34 50 2203
leaf_count=24 25 178 22 21 23 20 20 24 27 22 40 22 27 25 31 20 24 26 25 22 24 26 23 21 20 29 23 34 50 2203
internal_value=0 7.72434e-08 -1.66327e-08 2.89861e-06 -2.40411e-07 -2.18938e-06 4.99926e-08 1.18032e-07 -4.32387e-09 9.23238e-08 -1.74509e-08 9.68941e-08 -1.10768e-07 8.48643e-06 1.23021e-07 -4.28483e-08 -6.70663e-06 1.30971e-07 3.53994e-08 4.60132e-06 1.27257e-05 -1.4303e-07 -5.28315e-07 2.12794e-08 7.87116e-06 -1.31727e-07 -2.27947e-07 -6.68362e-06 -4.92535e-08 -1.94348e-07
internal_weight=0 3097 3072 219 2853 198 2831 2811 2787 2764 2737 2691 2626 65 2599 2568 46 2548 2526 95 69 2431 47 2406 46 2360 2339 63 2276 2253
internal_count=3121 3097 3072 219 2853 198 2831 2811 2787 2764 2737 2691 2626 65 2599 2568 46 2548 2526 95 69 2431 47 2406 46 2360 2339 63 2276 2253
is_linear=0
shrinkage=0.1


Tree=5302
num_leaves=31
num_cat=0
split_feature=156 1428 1212 1212 158 159 13 0 133 16 133 43 1212 0 1209 1211 1200 1203 1185 402 402 401 1210 0 12 0 12 133 16 3
split_gain=2.01788e-07 2.95245e-07 1.9928e-07 1.58464e-06 1.20336e-06 1.241e-06 7.25053e-07 7.34424e-07 4.43826e-07 6.92635e-07 6.73487e-07 9.8106e-07 4.36215e-07 7.63284e-07 3.18617e-07 2.84598e-07 3.15511e-07 6.7423e-07 2.70817e-07 2.70091e-07 3.96737e-07 2.73672e-07 3.72945e-07 2.34225e-06 1.7195e-06 3.04879e-06 5.74574e-06 5.46819e-07 9.9618e-07 3.15744e-07
threshold=0.3248100000000001 0.10668500000000002 0.087505000000000013 0.086920000000000011 0.10874500000000002 -0.017094999999999996 -0.084319999999999992 -0.084269999999999984 -0.0023199999999999996 -0.069894999999999985 -0.054584999999999995 -0.011694999999999999 0.058525000000000008 -0.085754999999999984 0.091045000000000001 0.11048500000000001 0.087860000000000008 0.089005000000000015 0.088380000000000014 -0.45015499999999992 -0.41596499999999997 -0.099524999999999988 -0.00046999999999999993 -0.069824999999999984 0.085635000000000003 -0.083804999999999977 0.090840000000000018 0.41171500000000005 -0.078844999999999985 -0.094874999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 -4 7 -7 10 14 -8 -12 15 -14 -10 16 17 18 19 -1 -21 -22 23 24 -23 -26 -27 29 -29 -24
right_child=-2 -3 4 -5 -6 6 8 -9 9 -11 11 -13 13 -15 -16 -17 -18 -19 -20 20 21 22 27 -25 25 26 -28 28 -30 -31
leaf_value=-8.9801012296340879e-06 -9.3320568102290451e-06 1.217999693380989e-05 -2.3336691339181928e-05 -2.5324452139102505e-05 2.4458589885635657e-05 3.3615596392435795e-06 4.9394143195858118e-06 2.6116950021273426e-05 1.6566761445978451e-05 -7.3194172204459781e-06 -2.9160352301522091e-05 -4.6772619708253144e-07 2.0754067632137946e-05 -3.0239757237453622e-06 8.2468478922237421e-07 1.0865400101623812e-05 1.1356811232278985e-05 -1.3811215317341644e-05 -1.1266724881021551e-05 1.3066311230827324e-05 -1.1231538354133426e-05 1.9296320798193022e-05 2.3734804278214158e-06 3.6669570768026461e-05 -2.9417405737050914e-05 4.559281979195278e-05 -2.0840567528163472e-05 -2.7747757035285761e-05 3.4365624677385701e-06 -6.6228456937618557e-07
leaf_weight=34 23 20 20 25 23 37 33 23 36 33 22 26 27 27 20 23 23 37 22 23 22 33 416 20 37 23 30 20 21 1942
leaf_count=34 23 20 20 25 23 37 33 23 36 33 22 26 27 27 20 23 23 37 22 23 22 33 416 20 37 23 30 20 21 1942
internal_value=0 6.9288e-08 -9.40403e-09 -2.60426e-07 2.56978e-06 5.56008e-07 2.63363e-06 1.20845e-05 -7.01951e-07 4.17254e-06 -6.05788e-06 -1.36185e-05 -3.50302e-08 8.86505e-06 1.09446e-05 -2.11334e-07 -3.05587e-07 -4.05674e-07 -2.18007e-07 -1.25267e-07 -8.89098e-09 -1.2618e-07 -3.00678e-08 4.93108e-06 -2.29655e-07 -7.38918e-06 7.98902e-06 -3.25792e-07 -1.17753e-05 -1.26713e-07
internal_weight=0 3098 3078 2805 273 250 230 60 170 89 81 48 2780 54 56 2726 2703 2680 2643 2621 2587 2564 2542 143 123 90 53 2399 41 2358
internal_count=3121 3098 3078 2805 273 250 230 60 170 89 81 48 2780 54 56 2726 2703 2680 2643 2621 2587 2564 2542 143 123 90 53 2399 41 2358
is_linear=0
shrinkage=0.1


Tree=5303
num_leaves=31
num_cat=0
split_feature=132 1186 393 1203 1208 1208 1208 403 15 1210 1210 42 3 403 1209 1209 12 12 403 13 3 12 3 12 2 12 12 1419 49 472
split_gain=1.79697e-07 5.02233e-06 2.55775e-06 5.03278e-07 1.75809e-07 3.57878e-07 2.4545e-07 3.50302e-07 1.992e-06 4.20634e-07 3.03001e-07 2.35655e-06 3.50976e-06 6.45416e-07 6.18821e-07 6.01582e-07 2.32364e-07 5.62556e-07 6.04361e-07 5.11524e-07 1.06831e-06 4.8597e-07 7.81645e-07 4.65129e-07 1.63901e-06 9.71299e-07 9.57474e-07 4.63457e-07 1.03575e-06 7.15345e-07
threshold=-0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.087075000000000014 0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.5335399999999999 0.087575000000000014 -0.3960249999999999 -0.065674999999999983 0.087075000000000014 -0.082404999999999992 -0.088584999999999983 -0.065739999999999979 -0.084629999999999997 0.10193000000000001 0.10312500000000001 0.084910000000000013 -0.063184999999999977 -0.064674999999999983 0.099815000000000015 -0.075634999999999994 0.097575000000000009 0.097070000000000004 0.096990000000000007 0.096525000000000014 0.086505000000000012 0.08610000000000001 -0.043664999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 7 8 -2 -9 11 12 13 -11 15 -12 21 -18 19 20 -19 23 -23 25 -25 26 27 29 -29 -16
right_child=2 -3 -4 -5 -6 -7 -8 9 -10 10 14 -13 -14 -15 16 -17 17 18 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-3.7152898846935115e-07 -1.1562482577573975e-05 4.8078278401093983e-05 -3.5846354294335476e-05 -1.5556107437078028e-05 -9.3042717435309902e-06 1.22641515806284e-05 -8.5726966338397968e-06 -1.4497928400487583e-05 2.8357423676879993e-05 -1.8623950533462147e-06 -2.3451720210232452e-07 2.7993288802008466e-05 -3.9109388091587574e-05 2.0002778519820251e-05 -1.3055218863624103e-05 -2.4761691893218089e-05 1.8075381563097506e-05 2.5623098385781135e-05 -1.2191532452781194e-05 6.8572835903552839e-07 -3.373465394436911e-06 2.0045662798414315e-06 -2.409099541347876e-05 -6.1111319933173182e-06 2.4605473491590146e-05 -1.8855643741387343e-05 1.9752151956708985e-05 -9.600510509244486e-07 2.6911281042885094e-05 -3.077409985469387e-07
leaf_weight=172 25 22 20 25 20 24 33 20 25 27 20 32 21 27 45 20 22 27 29 188 24 24 22 38 32 28 24 40 20 2025
leaf_count=172 25 22 20 25 20 24 33 20 25 27 20 32 21 27 45 20 22 27 29 188 24 24 22 38 32 28 24 40 20 2025
internal_value=0 2.76218e-06 -2.08444e-07 -2.29851e-06 3.88697e-08 1.04161e-07 1.32779e-09 1.02199e-07 8.39747e-06 -4.83507e-08 5.73135e-08 5.27363e-06 -4.42009e-06 9.07019e-06 -1.55071e-07 -1.24981e-05 3.57025e-08 2.70304e-06 1.44113e-06 3.0953e-06 1.19777e-05 -3.00907e-07 -1.04759e-05 -9.30688e-08 7.93074e-06 -3.50478e-07 -1.09928e-07 -3.33726e-07 8.33039e-06 -5.8486e-07
internal_weight=0 219 2902 197 2882 2862 2838 2805 50 2755 2735 107 75 54 2628 40 2588 290 268 239 51 2298 46 2252 70 2182 2154 2130 60 2070
internal_count=3121 219 2902 197 2882 2862 2838 2805 50 2755 2735 107 75 54 2628 40 2588 290 268 239 51 2298 46 2252 70 2182 2154 2130 60 2070
is_linear=0
shrinkage=0.1


Tree=5304
num_leaves=31
num_cat=0
split_feature=130 1 9 34 34 33 34 1132 44 1455 158 158 482 474 1371 133 1447 160 51 51 4 13 1447 1446 1447 475 150 160 160 52
split_gain=1.71426e-07 2.48836e-07 1.79465e-07 1.93865e-07 7.22487e-07 7.82821e-07 4.68797e-07 2.42792e-07 2.2435e-07 6.19182e-07 6.0387e-07 2.65549e-07 2.20459e-07 4.42522e-07 3.04609e-07 2.94902e-07 8.27178e-07 6.54873e-07 6.13694e-07 3.8929e-06 1.1029e-06 6.55787e-07 7.71771e-07 1.76392e-06 1.27787e-06 7.39001e-07 2.00029e-06 7.18561e-07 3.22526e-06 1.56376e-06
threshold=-0.23123999999999997 0.16540500000000002 -0.092544999999999975 -0.084564999999999987 -0.057544999999999992 -1.0000000180025095e-35 -0.08786999999999999 -1.0000000180025095e-35 0.099360000000000018 0.11192500000000001 -0.46413499999999996 -0.46695499999999995 0.11117500000000001 0.096295000000000019 0.08976000000000002 0.0033250000000000003 0.050705000000000007 -0.53908999999999996 0.045645000000000005 0.090050000000000005 -0.077519999999999992 -0.10278499999999999 -0.085684999999999997 0.085345000000000018 -0.081174999999999983 -0.086279999999999982 0.10874500000000002 -0.089549999999999991 -0.081399999999999986 -0.014264999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 -4 -7 9 11 -11 -9 14 -14 15 16 -13 -17 21 -20 -21 -19 23 -23 -24 -26 27 29 -29 -27
right_child=1 -3 3 4 5 7 -8 8 -10 10 -12 12 13 -15 -16 17 -18 18 19 20 -22 22 24 -25 25 26 -28 28 -30 -31
leaf_value=8.6013914824434333e-06 8.8204063736750111e-06 -9.6220090603714618e-06 9.5724850582020085e-07 1.5774897289294791e-05 -1.9803352552116851e-05 -1.0932446058404822e-05 -1.729909847240792e-05 -8.499360531762552e-06 -8.4799330276534118e-06 2.4256596415874637e-05 2.7506171352884158e-07 -4.043977504483017e-07 1.5063889096771683e-05 -3.8884137542151045e-06 -1.1191964275288532e-05 1.8967409882212193e-05 -1.9098723578281353e-05 1.3831962215750966e-05 4.115049675116704e-05 -2.2996316674834818e-05 3.9067960351246711e-06 2.5540163931674959e-05 -2.4353674898916127e-05 -1.2095973520445114e-05 -1.4015263371005093e-05 2.9494948178883837e-05 2.8677020312291762e-05 -4.0441842264997488e-05 -5.4889990714212316e-07 -2.5341471190409695e-07
leaf_weight=23 23 27 39 29 20 20 22 36 30 21 21 1716 28 22 24 21 24 34 27 20 64 33 23 20 38 24 24 21 580 67
leaf_count=23 23 27 39 29 20 20 22 36 30 21 21 1716 28 22 24 21 24 34 27 20 64 33 23 20 38 24 24 21 580 67
internal_value=0 -6.3858e-08 2.01765e-08 -4.62294e-08 6.77403e-08 -8.62515e-08 -5.62701e-06 4.79698e-08 1.2323e-07 2.12598e-07 1.22658e-05 3.47215e-08 1.44055e-07 6.72488e-06 2.48371e-08 1.2323e-07 -6.62251e-07 1.49546e-06 1.11914e-06 8.11867e-06 -2.49871e-06 2.19891e-07 -3.37712e-07 1.13378e-05 -1.13411e-06 -4.25825e-07 2.95402e-07 -6.88932e-07 -1.94283e-06 7.59231e-06
internal_weight=0 3098 3071 3048 2987 2958 61 2938 2918 2888 42 2846 2810 50 2760 2736 1740 996 975 111 84 864 830 53 777 754 716 692 601 91
internal_count=3121 3098 3071 3048 2987 2958 61 2938 2918 2888 42 2846 2810 50 2760 2736 1740 996 975 111 84 864 830 53 777 754 716 692 601 91
is_linear=0
shrinkage=0.1


Tree=5305
num_leaves=31
num_cat=0
split_feature=46 46 1456 160 471 475 1429 475 50 50 159 47 47 0 13 1 12 0 47 1 393 480 480 483 12 483 121 52 33 50
split_gain=1.78108e-07 3.26027e-07 1.90409e-07 6.41088e-07 2.18079e-07 2.31675e-07 4.51461e-07 3.0151e-07 2.07194e-07 3.85974e-07 3.19433e-07 2.06576e-07 2.75337e-07 1.43944e-06 5.32992e-06 1.19105e-06 4.63225e-06 1.13012e-06 7.81303e-07 6.16132e-07 2.88006e-07 2.69854e-07 5.16395e-07 3.42635e-07 1.49276e-06 1.32809e-06 7.99096e-07 4.93279e-07 3.19314e-07 3.11694e-07
threshold=0.10987500000000001 0.083550000000000013 0.11510000000000002 -0.046074999999999991 0.094575000000000006 0.055635000000000011 -0.067934999999999982 0.001835 0.13767000000000004 0.13159000000000001 -0.41538999999999998 0.13975500000000002 0.092165000000000011 -0.10224499999999999 -0.010384999999999998 0.093205000000000024 0.083310000000000009 -0.093584999999999988 0.088915000000000008 0.11751000000000002 0.12679500000000002 0.11387000000000001 0.10252000000000001 0.098395000000000024 0.094435000000000005 0.11832500000000001 -0.094339999999999993 0.016565000000000003 -0.012019999999999998 0.11941000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 -7 8 9 11 -10 12 18 14 -14 16 -15 -17 20 -19 21 22 23 26 25 27 -1 -25 -28 -30
right_child=-2 -3 3 -5 -6 6 -8 -9 10 -11 -12 -13 13 15 -16 17 -18 19 -20 -21 -22 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=-1.9248513597796609e-05 8.9658993395212076e-06 -1.080544014777323e-05 1.9788141316894324e-05 -4.4536473685260116e-06 -7.9084388510507e-06 -2.8816219183323543e-06 1.3106252202688715e-05 -1.2045210492249767e-05 1.9667193828354357e-06 1.1364734776482995e-05 -1.569191444581347e-05 9.6143436249721247e-06 6.2238826502857036e-06 5.1622777325519566e-05 -5.2358957582328003e-05 -2.8360602173052033e-05 -1.8664443707487355e-06 8.174487101421298e-06 1.6521657791937005e-05 -1.1006801240441609e-05 1.0483991144820511e-05 1.0241756546747638e-05 -1.3240142004254571e-05 -4.6032213528438403e-06 2.4769480936309518e-05 -2.3971184764377542e-05 1.1374908948861656e-05 1.6003017393674011e-05 -8.5816865139255558e-08 -1.0346071182235999e-05
leaf_weight=22 22 28 20 24 35 33 38 21 20 30 21 22 41 20 25 20 85 34 29 33 26 25 30 21 29 20 24 26 2267 30
leaf_count=22 22 28 20 24 35 33 38 21 20 30 21 22 41 20 25 20 85 34 29 33 26 25 30 21 29 20 24 26 2267 30
internal_value=0 -6.36501e-08 3.42887e-08 6.56535e-06 -6.06458e-08 3.11566e-08 5.67527e-06 -1.06033e-07 -1.95772e-08 8.16446e-08 -7.07795e-06 -3.80064e-08 -1.13657e-07 -3.22671e-06 -1.59666e-05 1.15262e-06 8.32198e-06 -7.50005e-06 2.01434e-07 -1.27301e-06 1.36218e-08 -9.5532e-08 -2.00203e-07 -3.98099e-08 5.81565e-06 -2.38825e-06 -2.79726e-07 6.79597e-06 -9.99273e-08 -2.19821e-07
internal_weight=0 3099 3071 44 3027 2992 71 2921 2900 2859 41 2829 2807 258 66 192 105 87 2549 67 2520 2494 2469 2439 96 67 2343 47 2321 2297
internal_count=3121 3099 3071 44 3027 2992 71 2921 2900 2859 41 2829 2807 258 66 192 105 87 2549 67 2520 2494 2469 2439 96 67 2343 47 2321 2297
is_linear=0
shrinkage=0.1


Tree=5306
num_leaves=31
num_cat=0
split_feature=40 130 40 40 43 34 34 97 9 1 2 0 40 150 44 159 3 482 13 158 158 159 159 159 131 159 42 1447 481 159
split_gain=1.71425e-07 4.44296e-07 3.9112e-07 3.65979e-07 3.24431e-07 2.89904e-07 3.41206e-07 1.26106e-06 8.22834e-07 1.62784e-06 6.5799e-07 1.23992e-06 2.8922e-07 2.00094e-07 2.55205e-07 6.19961e-07 1.75172e-06 3.91625e-07 5.9077e-07 5.13357e-07 3.27554e-07 2.37864e-07 1.66587e-06 1.37274e-06 9.08984e-07 2.41668e-06 1.12034e-06 3.90154e-07 2.25188e-06 7.08973e-07
threshold=-0.24620999999999996 -0.22699999999999995 -0.085734999999999992 -0.08440499999999998 -0.12152999999999999 -0.112215 -0.057544999999999992 -0.071434999999999985 0.091600000000000015 0.12205500000000001 -1.0000000180025095e-35 -0.067094999999999988 -0.09083999999999999 -0.11226499999999999 0.099360000000000018 -0.47354999999999997 -0.078584999999999988 0.11789500000000001 -0.075974999999999987 -0.4686749999999999 -0.25150999999999996 -0.092414999999999983 -0.088494999999999976 -0.08569499999999998 0.09055500000000001 -0.10909999999999999 0.090395000000000017 -0.086279999999999982 -0.085784999999999986 -0.072599999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -5 7 -7 10 -10 11 -8 -6 -12 15 16 -15 19 -19 -17 -21 24 -23 -24 25 26 -22 28 -25 -29
right_child=1 2 3 5 12 6 8 -9 9 -11 13 -13 -14 14 -16 17 -18 18 -20 20 21 22 23 27 -26 -27 -28 29 -30 -31
leaf_value=9.228388414612709e-06 -1.4220015931310957e-05 1.5928137754094174e-05 -1.3292742178670044e-05 -1.1228591333549603e-05 -4.1037764825385491e-06 -3.8024857845437728e-06 3.0551561421816588e-05 2.7842956080803562e-05 -3.4786074995736274e-05 3.4899749989563135e-06 6.9438089803952614e-06 -3.8514134468476351e-06 1.1527634517278785e-05 -4.961426412007443e-06 -9.5114852040845513e-06 1.3584944274582626e-05 3.3787435277190526e-05 -2.2255495605350009e-05 2.0502626693996717e-06 -1.0492960672631706e-05 6.451912366744593e-06 -2.8413746033384958e-05 2.3184708417829823e-05 -3.3077954884945591e-05 -1.5468042929569491e-05 3.1261003096005878e-05 -1.9748959742097821e-05 1.2376002083866215e-05 1.32324260037075e-05 -4.3624253840255838e-07
leaf_weight=20 22 27 21 23 29 34 20 20 20 25 40 22 20 28 29 27 20 20 20 31 51 21 25 21 20 31 24 44 21 2345
leaf_count=20 22 27 21 23 29 34 20 20 20 25 40 22 20 28 29 27 20 20 20 31 51 21 25 21 20 31 24 44 21 2345
internal_value=0 -5.95143e-08 4.1665e-08 -1.37635e-07 7.12635e-06 -4.49929e-08 4.1936e-08 7.91805e-06 -1.0447e-07 -1.35216e-05 1.06639e-07 1.2531e-05 2.27639e-06 -7.85358e-08 -1.79649e-07 -8.12052e-08 1.11839e-05 -2.814e-07 -1.01026e-05 -1.33768e-07 -2.74393e-07 -1.52696e-07 -3.68297e-07 -1.28495e-07 4.08574e-06 7.77513e-06 -1.93237e-06 -3.68244e-07 -9.92276e-06 -2.0027e-07
internal_weight=0 3101 3079 3003 76 2982 2959 54 2905 45 2860 42 49 2818 2778 2749 48 2701 40 2661 2634 2603 2477 2456 126 106 75 2431 42 2389
internal_count=3121 3101 3079 3003 76 2982 2959 54 2905 45 2860 42 49 2818 2778 2749 48 2701 40 2661 2634 2603 2477 2456 126 106 75 2431 42 2389
is_linear=0
shrinkage=0.1


Tree=5307
num_leaves=31
num_cat=0
split_feature=130 40 12 16 139 147 147 483 13 0 1452 47 10 0 48 1 4 4 15 1 4 2 2 151 2 4 133 133 132 52
split_gain=1.88952e-07 2.64494e-07 2.42744e-07 5.3018e-07 3.47133e-07 2.61839e-07 4.55719e-07 3.28447e-07 2.47382e-07 6.71092e-07 5.62682e-07 6.12883e-07 4.08186e-06 1.94304e-06 3.62064e-06 6.35007e-07 5.97282e-07 2.26758e-06 1.66055e-06 1.88108e-06 1.30894e-06 4.63256e-06 1.11315e-06 1.30152e-06 1.93107e-06 9.94335e-07 7.96676e-07 1.8751e-06 9.79904e-07 4.68748e-06
threshold=-0.23123999999999997 -0.24290999999999999 0.12477500000000001 -0.088909999999999989 -0.060214999999999998 0.099730000000000027 0.093875000000000014 -0.47181499999999993 -0.016469999999999995 0.10455500000000001 0.09921000000000002 0.094160000000000008 -0.014199999999999999 -0.10096999999999999 0.11280000000000003 0.093400000000000025 -0.0070899999999999991 -0.0096849999999999974 -0.026084999999999994 0.091535000000000019 0.053180000000000012 0.08647500000000001 0.088665000000000008 -0.0083949999999999979 0.092480000000000021 0.065520000000000009 -0.14757499999999998 -0.097509999999999986 -0.083284999999999984 0.085540000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 7 -6 9 -9 11 12 -10 14 -13 -15 17 26 20 -20 21 -18 -23 -24 -25 -22 -14 -28 29 -29
right_child=1 2 3 -5 5 -7 -8 8 10 -11 -12 13 16 15 -16 -17 18 -19 19 -21 25 22 23 24 -26 -27 27 28 -30 -31
leaf_value=9.0303776954422825e-06 -1.1529728412824625e-05 -1.326248744021541e-05 1.7882874522001659e-05 -1.9872462615211361e-07 1.0758094344964776e-05 9.0986406576121236e-06 -1.3072114183564232e-05 -6.3072018457129271e-07 -4.4207665400790577e-05 -1.5480285143652391e-05 -1.4871955607470062e-05 5.6057914212033206e-05 -1.3481796176583394e-05 -1.5379190525284988e-05 -2.1186779992169011e-06 5.1016833123601214e-06 5.3940871830491232e-05 -3.1792691499338784e-05 4.470354928143717e-05 2.3773269276716747e-06 -2.4731335106480401e-05 -1.8055189949613438e-05 -1.3085693575229253e-05 4.0082210834953005e-05 1.327307577664922e-06 -8.2795452102284664e-07 2.7921233270087846e-05 4.8774059541756289e-05 -8.4209314490379947e-07 -5.9494492772352474e-06
leaf_weight=23 20 20 24 50 28 31 27 1666 20 31 22 20 37 24 23 41 20 22 21 21 20 23 23 20 36 134 26 23 576 49
leaf_count=23 20 20 24 50 28 31 27 1666 20 31 22 20 37 24 23 41 20 22 21 21 20 23 23 20 36 134 26 23 576 49
internal_value=0 -6.70467e-08 7.43465e-09 5.66558e-06 -1.31947e-07 -4.39407e-08 -1.39918e-07 -2.05844e-08 -1.24726e-07 -9.01985e-07 9.73532e-07 1.26921e-06 5.4519e-07 8.44905e-06 2.49402e-05 -2.46049e-06 1.39681e-06 -1.73368e-07 5.01613e-06 2.35404e-05 2.19722e-06 9.93446e-06 1.30575e-06 6.94249e-06 1.51683e-05 -3.93229e-06 8.05007e-07 1.5893e-06 5.3277e-07 1.15317e-05
internal_weight=0 3098 3078 74 3004 2984 2953 2926 2898 1697 1201 1179 1071 108 43 65 1051 733 318 42 276 122 102 79 56 154 711 674 648 72
internal_count=3121 3098 3078 74 3004 2984 2953 2926 2898 1697 1201 1179 1071 108 43 65 1051 733 318 42 276 122 102 79 56 154 711 674 648 72
is_linear=0
shrinkage=0.1


Tree=5308
num_leaves=31
num_cat=0
split_feature=132 1185 132 1429 156 50 2 132 13 16 1429 1186 52 16 43 1 130 40 130 129 394 15 43 1 1 1 13 13 49 150
split_gain=2.29194e-07 1.17223e-06 5.62685e-07 2.06378e-07 4.44366e-07 2.00076e-07 1.90977e-07 2.29046e-07 3.86759e-07 3.26698e-07 1.74985e-07 1.66558e-07 2.85581e-07 2.81445e-07 1.84387e-07 7.50516e-07 5.12595e-07 3.19017e-07 2.06743e-07 1.12372e-06 5.92722e-07 3.23442e-07 3.31302e-07 2.40753e-07 1.40199e-06 6.25266e-07 6.01709e-07 7.85527e-07 5.90939e-07 2.49085e-06
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 -0.23752499999999996 0.32523500000000005 0.09227500000000001 0.083935000000000023 -0.41094499999999995 -0.0018299999999999998 -0.088909999999999989 -0.094049999999999981 0.081240000000000021 0.085815000000000016 -0.080344999999999986 -0.50775499999999985 0.076935000000000017 -0.22699999999999995 -0.23755499999999996 -0.004729999999999999 -1.0000000180025095e-35 -0.0074349999999999998 0.084510000000000016 -0.011694999999999999 0.10727500000000002 0.10684 0.10937500000000001 -0.28558999999999996 -0.15416999999999995 -0.046019999999999998 0.10325000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 10 6 -1 -8 9 -9 -5 14 13 -13 15 -12 -16 -18 19 -19 -20 -21 -23 24 26 -25 -22 -28 -27 -30
right_child=1 3 -4 4 -6 -7 7 8 -10 -11 11 12 -14 -15 16 -17 17 18 20 21 23 22 -24 25 -26 28 27 -29 29 -31
leaf_value=7.3834307678615526e-06 2.37777480790447e-05 -1.0057455228889012e-05 -1.8276295048219088e-05 -7.9804853562058687e-06 1.4989778683229816e-05 -9.4331046882332352e-06 4.9148760715466686e-06 -1.013234458553227e-05 -1.6200798598306608e-05 3.1840505647747268e-06 1.3817124289954126e-05 -8.7468604033347225e-06 1.4011701457251468e-05 5.9768993983075111e-06 -1.571037460269595e-05 -8.958985095274409e-06 1.170089958231588e-05 -2.581703454779927e-05 1.3374894801384844e-05 -6.3825705893111995e-06 1.4230098059085453e-05 -2.9212550653028306e-06 1.2916777716652308e-05 1.3673774327155737e-05 -2.5157968237813886e-05 7.5465166595100833e-06 -1.6590417438540805e-05 -2.8129393208727099e-07 9.0809508238260826e-07 -3.5405630833338363e-05
leaf_weight=28 21 20 22 27 20 27 39 27 21 58 39 20 23 37 21 23 23 20 33 41 28 25 28 41 23 101 30 1895 340 20
leaf_count=28 21 20 22 27 20 27 39 27 21 58 39 20 23 37 21 23 23 20 33 41 28 25 28 41 23 101 30 1895 340 20
internal_value=0 2.37147e-07 -3.09672e-06 6.53774e-08 1.36216e-07 -1.42696e-06 -1.7745e-07 -1.63748e-06 -4.04826e-06 -1.04586e-06 3.15397e-08 1.08496e-07 4.60597e-06 8.10668e-07 -2.32496e-08 5.36792e-06 -1.48485e-07 -2.50709e-08 -1.27813e-07 -4.29287e-06 6.1282e-08 2.86734e-07 5.44601e-06 -1.16018e-07 -6.12832e-07 1.83957e-06 -3.23769e-07 -5.35462e-07 7.87067e-07 -1.10933e-06
internal_weight=0 2899 222 2878 2858 200 173 145 106 85 2838 2811 80 57 2731 62 2669 2648 2625 114 2511 94 53 2478 1976 502 1953 1925 461 360
internal_count=3121 2899 222 2878 2858 200 173 145 106 85 2838 2811 80 57 2731 62 2669 2648 2625 114 2511 94 53 2478 1976 502 1953 1925 461 360
is_linear=0
shrinkage=0.1


Tree=5309
num_leaves=31
num_cat=0
split_feature=156 16 2 1 120 39 1 41 47 45 47 47 47 9 8 47 148 16 16 16 43 129 151 133 403 133 13 12 52 3
split_gain=2.0179e-07 2.79598e-07 1.1333e-06 2.04808e-07 6.36536e-07 1.06527e-06 5.69797e-07 3.14004e-07 2.8047e-07 4.79889e-07 4.95441e-07 1.95498e-06 1.82617e-06 3.95971e-07 6.92222e-07 4.11106e-07 3.84667e-07 3.44226e-07 1.65107e-06 1.1882e-06 1.79629e-06 7.38988e-07 6.90906e-07 6.30435e-07 8.30942e-07 7.16775e-07 7.56747e-07 7.04851e-07 5.83753e-07 5.40352e-07
threshold=0.3248100000000001 0.62925500000000012 0.11237500000000002 0.16540500000000002 1.0000000180025095e-35 -0.075314999999999979 0.15170500000000001 0.11457000000000002 0.11939500000000002 0.094030000000000016 0.094460000000000002 0.091680000000000011 0.096770000000000009 0.08925000000000001 0.089545000000000013 0.089640000000000011 -0.10665499999999999 -0.092484999999999984 -0.094359999999999986 -0.091114999999999988 -0.0057949999999999989 -0.077709999999999987 -0.10142999999999999 0.10622000000000002 -1.0000000180025095e-35 0.092470000000000011 -0.17933499999999997 0.11201500000000002 -0.07278999999999998 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 8 9 10 11 13 -12 15 -15 16 -1 18 22 20 -19 -21 -18 25 -25 26 -24 28 -28 -30
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11 12 -13 -14 14 -16 -17 17 19 -20 21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=1.3477167359659298e-05 -9.3321131830832566e-06 1.7881417921958739e-05 -8.1186546352303902e-06 9.3275426202719409e-06 3.9972793956621898e-06 -2.8250240569875695e-05 1.6059760826630572e-05 -1.1253214674070479e-05 5.529321156105203e-06 -1.5607254917995307e-05 -3.2061819679669995e-05 2.9984718519864893e-05 -1.4736371481520984e-06 2.3272188329883647e-05 -7.4554845014063181e-07 -1.3150660955337421e-05 -1.746062155045062e-05 -1.2837924587074668e-06 -2.2995016085284684e-05 -1.729162417139681e-05 3.8923883045072218e-05 3.6899933269602359e-07 -1.4633316871314652e-05 1.9792719139067849e-07 2.6342084068460282e-05 -1.7394580656680493e-05 1.7693293906714563e-05 -1.6937408052052933e-05 2.2025870706644268e-06 -1.0709577533576622e-05
leaf_weight=21 23 38 30 23 20 21 22 25 89 20 22 22 173 20 30 24 24 25 36 24 20 1854 34 31 20 26 22 21 325 36
leaf_count=21 23 38 30 23 20 21 22 25 89 20 22 22 173 20 30 24 24 25 36 24 20 1854 34 31 20 26 22 21 325 36
internal_value=0 6.92819e-08 6.4108e-06 -7.3036e-08 -1.44939e-07 -1.25197e-05 2.61217e-08 -9.36949e-08 1.88167e-09 -1.71949e-07 -6.20896e-08 3.00508e-07 -4.92461e-06 4.86554e-08 8.86155e-06 -1.24622e-07 -5.15241e-10 -1.13818e-07 -2.26057e-06 5.28086e-07 1.65863e-05 1.43304e-07 -8.75708e-07 -1.02819e-07 1.04505e-05 -1.26278e-06 -3.05182e-07 9.00651e-07 1.87872e-06 9.14947e-07
internal_weight=0 3098 68 3030 3007 41 2966 2944 2919 2830 2810 2615 195 2593 50 2543 2519 2498 575 1923 45 1878 539 515 51 464 438 404 383 361
internal_count=3121 3098 68 3030 3007 41 2966 2944 2919 2830 2810 2615 195 2593 50 2543 2519 2498 575 1923 45 1878 539 515 51 464 438 404 383 361
is_linear=0
shrinkage=0.1


Tree=5310
num_leaves=31
num_cat=0
split_feature=130 1 1 1 45 1 16 52 1 475 1428 150 147 10 2 475 156 390 130 1 471 1446 480 50 1 1 48 4 1 4
split_gain=1.86552e-07 2.70139e-07 2.14658e-07 1.09669e-06 1.12996e-06 6.38625e-07 1.5955e-06 1.33079e-06 6.14579e-07 5.5696e-07 6.40948e-07 5.41357e-07 7.53576e-07 4.77354e-07 1.20491e-06 4.3769e-07 4.09768e-07 3.90917e-07 4.1664e-07 3.90704e-07 1.39814e-06 6.22248e-07 5.15955e-07 5.52067e-07 4.07506e-07 3.88434e-06 9.93339e-07 1.04969e-06 3.23085e-06 1.71951e-06
threshold=-0.23123999999999997 0.16540500000000002 0.107145 0.10638500000000002 0.084355000000000013 0.10337500000000001 -0.046599999999999996 -0.55252499999999982 0.10752500000000002 0.093020000000000005 -0.071779999999999997 0.12706500000000001 0.097985000000000017 -0.0026549999999999994 -1.0000000180025095e-35 0.055635000000000011 0.11850000000000001 0.087590000000000015 -0.0060099999999999989 0.10205500000000002 -1.0000000180025095e-35 -0.088809999999999986 0.11471500000000003 0.13276000000000002 0.092390000000000014 0.093100000000000002 0.090085000000000012 -0.067104999999999984 0.096325000000000008 -0.076229999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 9 -7 -8 -4 10 -2 12 16 -12 -15 17 -10 19 -19 20 -16 -22 23 24 -23 -26 27 29 -29 -27
right_child=1 -3 8 -5 -6 6 7 -9 11 -11 13 -13 -14 14 15 -17 -18 18 -20 -21 21 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=8.9728320408935165e-06 -1.684643290861024e-05 -1.0025509349092048e-05 1.8151276268244229e-05 -1.9714393153568886e-05 2.294366060292911e-05 1.3567965537558415e-05 9.2841821242473088e-07 -3.2157577370361242e-05 2.0477426959834038e-06 1.4209946042413962e-05 -1.1186384133572191e-05 1.6129933599428195e-05 -1.4935728718228347e-05 2.0368119273904276e-05 -2.6939095860143425e-05 1.3012091995733499e-05 -1.0844561592630972e-05 1.9709118224682245e-05 -7.0263968609651784e-07 1.1482523751948505e-05 -1.7932254181687312e-05 -1.6643519027322395e-07 1.3274113810167267e-05 1.1552546646654313e-05 -4.2622461285191095e-05 7.3741186706683958e-06 -1.8319112173988592e-05 4.4180579252187361e-05 -3.9732556328281616e-06 -2.3233633958719518e-05
leaf_weight=23 23 27 22 29 21 21 20 31 476 27 38 23 30 29 20 25 26 20 20 27 20 1870 28 38 24 50 24 22 38 29
leaf_count=23 23 27 22 29 21 21 20 31 476 27 38 23 30 29 20 25 26 20 20 27 20 1870 28 38 24 50 24 22 38 29
internal_value=0 -6.66173e-08 2.09405e-08 -3.81196e-07 -1.53747e-07 -3.52211e-07 -9.63041e-06 -1.91827e-05 1.75912e-06 -7.05791e-08 -2.35003e-07 1.10934e-06 4.59953e-07 -7.04626e-08 1.14478e-07 -1.4599e-07 1.38001e-06 -2.93502e-07 9.50324e-06 -4.72438e-07 -6.21668e-07 -3.76055e-07 -2.10664e-07 -3.9089e-07 -6.11527e-07 -5.06245e-06 4.67858e-07 3.71165e-06 1.36832e-05 -3.86164e-06
internal_weight=0 3098 3071 2494 2465 2444 72 51 577 2372 2345 555 532 2322 2284 2255 502 2230 40 2190 2163 2143 2123 2095 2057 187 163 139 60 79
internal_count=3121 3098 3071 2494 2465 2444 72 51 577 2372 2345 555 532 2322 2284 2255 502 2230 40 2190 2163 2143 2123 2095 2057 187 163 139 60 79
is_linear=0
shrinkage=0.1


Tree=5311
num_leaves=31
num_cat=0
split_feature=142 11 147 147 147 104 34 1 9 13 2 39 10 44 0 0 151 4 16 150 457 457 3 159 484 475 150 150 42 150
split_gain=1.88433e-07 4.10555e-07 2.99037e-07 4.0817e-07 2.29226e-07 2.05851e-07 2.03107e-07 1.07036e-06 7.59812e-07 1.32146e-06 5.83117e-07 1.7921e-06 2.69593e-07 2.13922e-07 1.0207e-06 2.76184e-07 1.97899e-07 1.73082e-06 2.16711e-06 6.96112e-07 3.52953e-07 5.1934e-07 2.4296e-07 8.23931e-07 2.76729e-07 2.23219e-06 1.80244e-06 1.6166e-06 1.53726e-06 1.33583e-06
threshold=-0.057499999999999989 -0.014494999999999999 0.099730000000000027 0.093875000000000014 0.090755000000000016 0.086600000000000024 -0.057544999999999992 0.10234000000000001 0.091600000000000015 -0.0062949999999999994 -1.0000000180025095e-35 0.085530000000000009 -0.0087699999999999983 0.099360000000000018 -0.24955499999999997 -0.23194499999999998 0.06617000000000002 0.033845000000000007 -0.014754999999999999 0.10699000000000002 -0.098834999999999992 -0.089059999999999986 0.31370500000000007 0.090025000000000008 0.086135000000000017 -0.085684999999999997 0.10874500000000002 0.097210000000000005 0.086730000000000015 0.093200000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 10 -10 11 -8 -9 14 -12 -16 20 18 -18 -20 -17 -22 24 -24 26 -26 27 -23 -28 -27
right_child=1 2 -4 -5 -6 -7 8 12 9 -11 13 -13 -14 -15 15 16 17 -19 19 -21 21 22 23 -25 25 29 28 -29 -30 -31
leaf_value=8.8266522122163835e-06 -1.3680546990971463e-05 2.5011862780957021e-05 9.0895077492960914e-06 -1.2554142543964331e-05 1.044055856947948e-05 -9.6812300646640573e-06 3.0896802566174932e-05 4.5468269593496394e-06 4.7716654034957179e-06 -3.1144822675005781e-05 2.0969945897219158e-05 -9.0251910747114874e-06 -9.1211825208490524e-06 -8.9531488844874757e-06 -1.0864510555090118e-05 -1.1226354261703694e-05 3.7753365871718748e-05 -2.1183601477657381e-05 9.3485908083883784e-06 -1.3681202073625865e-05 1.3929461845061899e-05 -3.6628341833103125e-07 -1.9510959917240074e-05 6.1834207220575385e-06 3.3471544049296592e-05 2.9701783651985646e-06 -4.0117220500979748e-05 2.4713100482096285e-05 -1.8542313682701208e-06 -2.2223371382423807e-05
leaf_weight=24 22 20 36 26 21 22 23 31 20 21 23 22 27 27 24 29 22 21 35 21 26 2243 26 24 22 171 21 26 21 24
leaf_count=24 22 20 36 26 21 22 23 31 20 21 23 22 27 27 24 29 22 21 35 21 26 2243 26 24 22 171 21 26 21 24
internal_value=0 -6.84125e-08 2.89752e-08 -7.83559e-08 2.93011e-08 -4.37726e-08 2.7616e-08 5.06304e-06 -1.08194e-07 -1.36246e-05 8.61839e-08 1.13794e-05 -1.81587e-06 -9.49258e-08 -8.86175e-09 -1.83939e-07 -9.01125e-08 4.29913e-06 1.11599e-05 7.12418e-07 -2.55147e-07 -1.32963e-07 -2.74788e-07 -7.17766e-06 -1.3826e-07 3.2761e-06 -4.58864e-07 -7.8904e-08 -2.09857e-05 -1.30566e-07
internal_weight=0 3097 3075 3039 3013 2992 2970 78 2892 41 2851 45 58 2806 2779 2756 2732 99 78 56 2633 2604 2578 50 2528 217 2311 2269 42 195
internal_count=3121 3097 3075 3039 3013 2992 2970 78 2892 41 2851 45 58 2806 2779 2756 2732 99 78 56 2633 2604 2578 50 2528 217 2311 2269 42 195
is_linear=0
shrinkage=0.1


Tree=5312
num_leaves=31
num_cat=0
split_feature=46 46 1426 1426 1428 4 456 456 13 456 130 47 47 47 3 484 0 47 13 15 34 34 39 0 11 158 4 1447 158 484
split_gain=1.73952e-07 2.9637e-07 2.11034e-07 1.80539e-07 2.22949e-07 2.64273e-07 2.2945e-07 2.53916e-07 8.03156e-07 6.23413e-07 4.79624e-07 2.61016e-07 2.02256e-06 1.28505e-06 2.7013e-07 5.38583e-07 4.2694e-07 3.40467e-07 3.3071e-07 3.66159e-07 2.51329e-07 3.50149e-07 1.16368e-06 1.70119e-06 4.0359e-07 2.67736e-07 8.11538e-07 1.68925e-06 1.30454e-06 5.94166e-07
threshold=0.10987500000000001 0.083550000000000013 -0.094284999999999994 -0.061919999999999996 0.087445000000000009 -0.041644999999999995 0.11078000000000002 0.091580000000000009 -0.08459499999999999 0.089235000000000023 -0.23123999999999997 0.092165000000000011 0.09585500000000001 0.089640000000000011 -0.078084999999999988 -0.051889999999999999 -0.069824999999999984 0.10843500000000002 -0.080344999999999986 -0.059484999999999989 -0.112215 -0.057544999999999992 0.089790000000000023 -0.068944999999999992 -1.0000000180025095e-35 0.10380000000000002 -0.081609999999999988 -0.082229999999999984 0.11651000000000002 0.095930000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 9 -9 10 -5 13 -13 20 16 -16 -14 -17 -19 -20 -12 22 23 -22 -23 -26 28 -28 -27 -29
right_child=-2 -3 3 4 5 -7 -8 8 -10 -11 11 12 14 -15 15 17 -18 18 19 -21 21 24 -24 -25 25 26 27 29 -30 -31
leaf_value=9.7894356837390343e-06 8.8606826962363396e-06 -1.0304479353960363e-05 -7.7592352840838434e-06 1.4741220667763793e-05 -3.0233512244075945e-07 1.5213630573336041e-05 -9.8059590679137432e-06 1.7931186952561499e-05 -5.6179167846234382e-06 -1.4224706014389204e-05 -9.9563245298668343e-06 -3.1413212346982939e-05 -8.3483171442238917e-07 2.4859569150846383e-05 1.5802039922505174e-05 7.5796616114429434e-06 -1.660821564490272e-05 5.7876727663350051e-06 -1.6132903507743073e-05 5.6523402539217687e-07 3.8635918610907541e-05 -1.3876669960327924e-05 -9.1619479209069915e-06 -2.6095857242580679e-06 3.1780466021404487e-07 -3.3469235287546846e-05 2.6800210166584295e-05 -9.5518817562694711e-06 1.7787561687111433e-06 9.5651070631945567e-06
leaf_weight=22 22 28 30 22 23 21 24 30 28 31 25 23 78 21 25 36 22 23 29 24 20 21 26 20 2292 21 20 72 21 21
leaf_count=22 22 28 30 22 23 21 24 30 28 31 25 23 78 21 25 36 22 23 29 24 20 21 26 20 2292 21 20 72 21 21
internal_value=0 -6.29017e-08 3.04764e-08 -3.99391e-08 3.6768e-08 7.10301e-06 -6.77412e-08 1.14582e-08 6.56265e-06 -1.19883e-07 3.28948e-08 -8.10429e-08 -3.10098e-06 2.23292e-07 -3.53379e-07 2.531e-06 -4.30498e-06 -4.31288e-07 -4.22595e-06 -8.57148e-06 2.11184e-08 1.19554e-07 7.30782e-06 1.80132e-05 -7.26766e-08 4.57884e-08 -3.97654e-06 4.34832e-07 -1.58452e-05 -5.23514e-06
internal_weight=0 3099 3071 3049 3019 44 2975 2951 58 2893 2862 2840 260 2580 237 137 100 112 76 53 2559 2534 66 40 2468 2447 155 113 42 93
internal_count=3121 3099 3071 3049 3019 44 2975 2951 58 2893 2862 2840 260 2580 237 137 100 112 76 53 2559 2534 66 40 2468 2447 155 113 42 93
is_linear=0
shrinkage=0.1


Tree=5313
num_leaves=31
num_cat=0
split_feature=130 12 132 393 1203 1429 156 11 11 1429 9 10 11 131 131 43 1447 16 160 1456 15 1429 130 130 1210 481 13 481 1446 51
split_gain=1.90656e-07 5.63546e-07 1.71649e-07 9.90664e-07 4.87018e-07 1.64148e-07 4.63795e-07 1.92327e-07 8.36204e-07 3.46206e-07 2.15763e-07 8.99267e-07 4.73809e-07 2.51808e-07 1.51534e-06 4.06594e-06 1.1493e-06 3.30804e-06 5.27966e-07 4.78955e-07 7.06237e-07 4.46067e-07 3.69779e-07 9.30989e-07 7.84725e-07 3.54289e-07 1.92771e-06 6.02057e-07 3.25168e-07 3.75328e-07
threshold=-0.23647499999999996 0.23631000000000002 -0.083174999999999985 0.12069000000000002 0.088820000000000024 -0.23752499999999996 0.32523500000000005 0.095720000000000013 0.099410000000000012 -0.10379499999999998 0.092410000000000006 0.053330000000000009 -1.0000000180025095e-35 0.090690000000000007 0.089415000000000008 -0.082389999999999977 1.0000000180025095e-35 -0.032969999999999992 -0.4136149999999999 -0.065759999999999985 0.093575000000000019 -0.08262499999999999 0.09290000000000001 0.085970000000000005 -0.071714999999999987 -0.087424999999999989 -0.08645499999999999 -0.085629999999999984 0.11655500000000001 0.10302500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 7 9 -9 -7 11 12 -11 14 16 -16 21 -18 -15 -20 22 -14 23 24 -21 26 -23 -27 29 -29
right_child=1 -3 3 -5 -6 6 -8 8 -10 10 -12 -13 13 18 15 -17 17 -19 19 20 -22 25 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-9.7322784790776504e-06 -9.5029183909769622e-07 1.6010816681376708e-05 -9.0307572099845861e-06 2.1796669961120295e-05 -1.5058406333017565e-05 1.2027596615856359e-05 1.5234837101161248e-05 -2.2214179684851844e-05 3.4181764515648994e-06 1.4065659917150698e-05 7.7649438156056161e-06 -1.5619651125038023e-05 -1.3982628623428659e-05 1.7146837600866214e-05 1.1873167256583527e-05 -5.035484061105914e-05 3.7323395526041642e-05 -1.231452099455055e-05 1.500193784499023e-05 1.8038719550921605e-05 -1.612228624405058e-05 1.3431126337862859e-05 1.2662019315712314e-05 -2.0126632334722673e-05 6.2619607752906535e-08 1.4237254480114079e-05 -2.504880350973811e-05 -5.728439977012413e-07 -1.2960606036358514e-05 4.1245298116628743e-06
leaf_weight=20 194 22 20 21 28 24 20 20 35 24 35 37 24 23 21 21 29 25 24 28 24 23 28 20 183 29 30 1882 20 187
leaf_count=20 194 22 20 21 28 24 20 20 35 24 35 37 24 23 21 21 29 25 24 28 24 23 28 20 183 29 30 1882 20 187
internal_value=0 6.27741e-08 -5.11774e-08 1.56954e-07 -2.72969e-06 -3.28401e-09 6.08316e-08 -4.77092e-08 -5.90268e-06 6.97747e-08 -3.5852e-08 -1.37652e-07 7.89203e-08 -4.91537e-08 -4.21156e-07 -1.92408e-05 -6.96989e-08 1.43429e-05 2.53344e-06 1.43863e-06 2.88384e-07 -4.24268e-07 1.80906e-06 4.93554e-07 2.44807e-06 -2.74383e-07 -8.34997e-06 -7.23027e-08 -2.70951e-07 -1.48287e-07
internal_weight=0 3101 3079 2857 222 2836 2816 2796 55 2741 2717 2682 2645 2621 2291 42 2249 54 330 307 283 2195 259 231 211 2171 53 2118 2089 2069
internal_count=3121 3101 3079 2857 222 2836 2816 2796 55 2741 2717 2682 2645 2621 2291 42 2249 54 330 307 283 2195 259 231 211 2171 53 2118 2089 2069
is_linear=0
shrinkage=0.1


Tree=5314
num_leaves=31
num_cat=0
split_feature=156 16 3 16 1 121 124 39 9 10 2 3 33 10 10 2 45 16 1210 1209 42 2 2 1 2 0 2 3 2 42
split_gain=1.87851e-07 2.60783e-07 1.00508e-06 2.00014e-07 1.92712e-07 6.01029e-07 2.60174e-07 3.73741e-07 2.63877e-07 7.66046e-07 4.3942e-07 2.87529e-07 2.57558e-07 4.81533e-07 7.58029e-07 3.61844e-07 2.45963e-07 2.30281e-07 1.5242e-06 9.67791e-07 2.58126e-06 8.53616e-07 1.37808e-06 2.8577e-06 1.74287e-06 1.10926e-06 1.05014e-06 1.01721e-06 9.98376e-07 8.01538e-07
threshold=0.3248100000000001 0.62925500000000012 -0.094874999999999987 0.52822500000000006 0.16540500000000002 -0.094339999999999993 0.0049200000000000008 0.10031500000000002 0.092410000000000006 0.053330000000000009 -0.090999999999999984 -0.017889999999999996 0.085305000000000006 -0.013164999999999998 -0.0091199999999999979 -0.0050599999999999994 0.094030000000000016 -0.092484999999999984 -0.051429999999999997 -0.087714999999999987 0.087405000000000024 0.086330000000000004 0.091895000000000018 0.081670000000000006 0.093175000000000022 -0.090644999999999989 0.084245000000000014 -0.080484999999999987 0.095040000000000013 0.083235000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 8 -8 9 10 -7 -10 13 -12 -15 -16 17 18 -17 20 -19 26 23 25 -24 27 -20 -23 -26 -28
right_child=-2 2 -4 -5 -6 6 7 -9 11 -11 12 -13 -14 14 15 16 -18 19 21 -21 -22 22 24 -25 28 -27 29 -29 -30 -31
leaf_value=-1.5820810604812627e-05 -9.0040149149464689e-06 1.8348847395506763e-05 -5.966271944276634e-06 -8.1953160527821954e-06 9.1290661539064988e-06 1.2698527967182195e-05 1.3725026253103517e-05 -2.1393200262941212e-06 -8.7178912880600282e-08 -1.4677745573660814e-05 1.1296851502069135e-05 1.6479637779411859e-05 -1.0897581359937581e-05 -1.7521323037726689e-05 1.1946920667924133e-05 -2.8877421173092446e-05 -8.7197698975973203e-06 -1.3605043041025055e-05 1.4735118344622422e-07 1.352585142099995e-07 3.2774383107607719e-05 1.2281836326429903e-05 2.8745569813963812e-05 -4.6991782878649249e-05 -2.3326920443196288e-05 -2.4796768957457972e-05 3.1731940940847961e-05 -1.2065594472687736e-05 -2.0296057420996899e-07 6.0181115057073637e-06
leaf_weight=24 23 34 34 30 23 27 33 27 22 36 37 20 22 25 25 20 33 20 118 1977 30 37 20 20 20 22 22 32 281 27
leaf_count=24 23 34 34 30 23 27 33 27 22 36 37 20 22 25 25 20 33 20 118 1977 30 37 20 20 20 22 22 32 281 27
internal_value=0 6.68543e-08 6.19129e-06 -7.05917e-08 1.06555e-08 -5.97924e-08 6.83026e-08 6.58607e-06 -6.68741e-08 -1.82793e-07 2.5781e-09 7.80178e-06 -1.20374e-07 -3.46551e-08 -1.88289e-07 -2.8035e-08 -1.39783e-07 -3.27767e-08 -1.72094e-06 4.82751e-07 1.42226e-05 -8.14216e-07 -3.16133e-06 -1.27661e-05 1.59941e-07 -5.24396e-06 5.25736e-06 9.90274e-07 -1.73944e-06 1.75631e-05
internal_weight=0 3098 68 3030 3000 2977 2953 60 2893 2851 2815 42 2788 2766 2729 2704 2679 2646 619 2027 50 599 432 111 321 91 167 69 301 49
internal_count=3121 3098 68 3030 3000 2977 2953 60 2893 2851 2815 42 2788 2766 2729 2704 2679 2646 619 2027 50 599 432 111 321 91 167 69 301 49
is_linear=0
shrinkage=0.1


Tree=5315
num_leaves=31
num_cat=0
split_feature=46 44 1456 12 130 10 0 15 1 11 52 52 3 42 52 403 133 42 12 13 42 12 42 2 481 481 133 0 15 0
split_gain=1.74726e-07 7.34662e-07 2.57503e-07 1.90171e-07 4.46422e-07 2.06227e-07 2.34452e-06 2.31452e-06 9.32247e-07 2.93207e-07 1.96594e-07 5.78538e-07 1.43504e-06 1.28487e-06 1.20649e-06 9.60939e-07 4.82717e-07 5.71787e-07 1.05044e-06 3.56278e-06 1.3963e-06 1.04959e-06 8.95603e-07 1.79481e-06 3.53263e-06 1.90402e-06 8.55109e-07 6.76638e-07 1.11871e-06 6.34355e-07
threshold=0.084955000000000017 0.10049500000000001 0.11772000000000001 0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 0.10124500000000002 -1.0000000180025095e-35 0.091275000000000009 0.10160000000000001 -0.071329999999999991 0.088795000000000013 0.10611000000000001 -0.44023999999999991 0.51114000000000004 0.096450000000000022 0.094225000000000017 -0.072819999999999982 0.091625000000000012 0.095110000000000014 0.090470000000000009 0.083995000000000014 -0.079764999999999989 -0.052634999999999994 1.0000000180025095e-35 -0.090644999999999989 -0.0040799999999999994 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 -8 -9 -7 -11 12 13 -12 -13 -16 17 18 20 -20 22 -19 23 24 -17 -25 -23 29 -29 -27
right_child=1 -3 -4 -5 5 9 7 8 -10 10 11 14 -14 -15 15 16 -18 21 19 -21 -22 26 -24 25 -26 27 -28 28 -30 -31
leaf_value=1.2878097374966644e-05 2.0577632867571082e-05 -4.7092750079442618e-06 -8.1664725111971694e-06 -9.4719680332456765e-06 -3.2572916801576001e-05 1.1891724638449628e-05 2.7485384798300976e-05 -2.4857533216639976e-05 2.2580430069751858e-06 4.8002840908192121e-07 5.4627239088252584e-06 1.7509450046620462e-05 -3.1665608912589963e-05 -2.1520450420212003e-05 -2.1407796117747914e-05 -4.8231490538858617e-05 1.3651608447696124e-05 -2.3668867072880554e-05 4.590866484639784e-05 -1.2134903667014014e-06 -2.0944202455237045e-05 1.4651068142318928e-05 1.9873757524432482e-05 3.3013584990158051e-05 -1.4545019439538011e-07 1.1067920714056674e-06 -1.2380944986944087e-05 4.0467909985996219e-06 -2.0646592963657896e-05 2.2240594721552045e-05
leaf_weight=27 20 27 39 21 23 21 27 21 32 2216 60 36 21 25 23 22 23 30 21 68 36 22 21 20 50 49 25 43 32 20
leaf_count=27 20 27 39 21 23 21 27 21 32 2216 60 36 21 25 23 22 23 30 21 68 36 22 21 20 50 49 25 43 32 20
internal_value=0 6.05111e-06 -9.25172e-08 1.12338e-08 7.73078e-08 -3.84007e-08 -4.43517e-06 3.65443e-06 -8.48586e-06 1.18627e-07 3.22716e-08 -1.50131e-06 -8.25685e-06 -2.4735e-06 -1.77678e-07 -1.43854e-06 -4.85653e-07 -1.19406e-06 3.90561e-07 9.90522e-06 -2.49956e-06 -9.0554e-06 8.41286e-08 -1.67681e-06 -1.48384e-05 4.10145e-06 2.72338e-07 8.58732e-08 -6.48905e-06 7.23253e-06
internal_weight=0 47 3074 3035 3014 2987 103 80 53 2884 2863 647 106 85 541 505 482 459 382 89 293 77 257 236 72 164 47 144 75 69
internal_count=3121 47 3074 3035 3014 2987 103 80 53 2884 2863 647 106 85 541 505 482 459 382 89 293 77 257 236 72 164 47 144 75 69
is_linear=0
shrinkage=0.1


Tree=5316
num_leaves=31
num_cat=0
split_feature=130 12 1208 1208 46 46 1428 3 155 2 3 12 1 1204 1203 15 1185 1203 155 155 0 475 475 156 475 1375 2 475 447 147
split_gain=1.87214e-07 5.16122e-07 1.75908e-07 3.87864e-07 1.6737e-07 3.77774e-07 1.78379e-07 1.98251e-07 8.29931e-07 6.09412e-07 5.6099e-07 1.55503e-06 8.82524e-07 5.1338e-07 3.34302e-07 7.2462e-07 3.46197e-07 2.48518e-07 2.12194e-07 2.60183e-07 8.74273e-07 2.70141e-07 3.50149e-07 9.9745e-07 9.42327e-07 7.07261e-07 2.13822e-06 8.06281e-07 3.47626e-07 5.24176e-07
threshold=-0.23647499999999996 0.23631000000000002 0.11846000000000001 0.10683000000000002 0.10987500000000001 0.083550000000000013 -0.042789999999999995 -0.24190499999999995 0.11562500000000002 0.10527500000000002 -0.16726499999999997 0.10149500000000002 0.10205500000000002 -0.13353999999999996 0.090185000000000001 0.089595000000000022 -0.093764999999999987 0.087075000000000014 0.11854500000000001 0.104145 -0.067094999999999988 -0.10664 -0.086304999999999979 0.085915000000000005 -0.085774999999999976 -0.15308499999999997 0.091265000000000013 -0.085024999999999989 0.10121000000000001 0.093875000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 9 -8 11 12 -9 -12 16 -16 -15 18 19 21 -21 -18 23 -23 -24 26 -26 -27 29 -29
right_child=1 -3 -4 -5 -6 -7 7 10 -10 -11 13 -13 -14 14 15 -17 17 -19 -20 20 -22 22 24 -25 25 27 -28 28 -30 -31
leaf_value=-9.6440315667223343e-06 6.741307176455918e-06 1.5324466595633239e-05 8.143732464724544e-06 -1.3053605261634602e-05 8.6720995485930789e-06 -1.2083697954669613e-05 1.4879636355977884e-05 6.9962522992192622e-06 -2.1479320978621465e-05 -6.9117895777432725e-06 -1.6127586513903227e-05 -1.018436437984097e-05 3.4209840445824247e-05 -1.2433658499187164e-05 -3.409464453440261e-07 2.2321215367680584e-05 -9.1707441128212891e-06 9.6166901130345664e-06 7.8862632790333016e-06 6.0406988379348884e-06 -2.3173288807356587e-05 -2.7216220132686433e-06 -2.1868517130769763e-05 2.331856208191615e-05 2.7495644941666343e-05 -1.8956568142723134e-05 -1.4185368199832739e-05 -6.2495991418865535e-08 1.2665853366689546e-05 -1.160762092240475e-05
leaf_weight=20 39 22 26 23 22 26 21 26 22 33 20 28 22 23 43 21 33 26 32 21 20 38 20 24 32 23 20 2334 21 40
leaf_count=20 39 22 26 23 22 26 21 26 22 33 20 28 22 23 43 21 33 26 32 21 20 38 20 24 32 23 20 2334 21 40
internal_value=0 6.22007e-08 -4.68509e-08 -1.16604e-07 -1.8402e-08 -8.19629e-08 2.268e-08 -6.63538e-08 -5.10739e-06 1.56265e-06 6.72768e-08 8.54417e-06 1.94691e-05 -1.63552e-07 -4.833e-08 7.09508e-06 -2.17217e-07 -1.12531e-07 -2.077e-07 -3.06332e-07 -8.21003e-06 -1.80973e-07 -6.47264e-08 7.35845e-06 -2.49561e-07 -7.45082e-08 1.14645e-05 -3.22659e-07 -1.43711e-07 -2.57022e-07
internal_weight=0 3101 3079 3053 3030 3008 2982 2943 76 54 2867 76 48 2791 2771 64 2707 2684 2658 2626 41 2585 2552 62 2490 2470 52 2418 2395 2374
internal_count=3121 3101 3079 3053 3030 3008 2982 2943 76 54 2867 76 48 2791 2771 64 2707 2684 2658 2626 41 2585 2552 62 2490 2470 52 2418 2395 2374
is_linear=0
shrinkage=0.1


Tree=5317
num_leaves=31
num_cat=0
split_feature=472 1429 132 50 394 1203 1429 43 51 43 43 52 403 43 401 401 1213 1213 3 12 52 42 12 12 13 52 12 1 12 42
split_gain=2.03844e-07 3.19509e-07 1.9834e-07 4.89784e-06 2.72994e-06 7.30679e-07 2.1253e-07 1.67643e-07 7.01817e-07 3.81615e-07 1.07448e-06 9.90083e-07 4.35821e-07 4.24206e-07 3.8633e-07 4.1395e-07 3.92617e-07 3.76336e-07 3.17099e-07 3.56883e-07 3.55166e-07 3.22233e-07 2.7578e-07 2.52036e-07 7.46735e-07 1.06068e-06 6.63623e-07 8.88721e-07 4.27193e-07 4.52542e-07
threshold=-0.38234499999999999 -0.23587499999999997 -0.083284999999999984 0.10022000000000002 0.12358500000000001 0.089480000000000018 -0.094049999999999981 0.084740000000000024 0.081440000000000026 0.055925000000000009 0.05259500000000001 0.10744000000000002 0.022375000000000003 0.064745000000000011 -0.41128499999999996 -0.099524999999999988 0.23509000000000002 0.12439000000000001 -0.080484999999999987 0.09141500000000001 0.070205000000000017 0.075730000000000006 0.087005000000000013 0.10866500000000003 0.24813000000000004 0.10160000000000001 0.12757000000000002 0.10658000000000002 0.10673000000000001 0.12074000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 -3 -4 9 18 10 14 12 13 -11 -8 -16 17 23 19 21 22 -9 -20 28 25 26 27 -25 29 -17
right_child=1 2 4 -5 -6 -7 7 8 -10 11 -12 -13 -14 -15 15 16 -18 -19 20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-9.1805280741634007e-06 1.1813590592045448e-05 1.5817428817881282e-07 -9.5522228350645225e-06 5.0048820003212317e-05 -3.7054034874017819e-05 -2.0006663111189485e-05 1.3181851919279839e-05 -7.7128490179997508e-06 -1.8324876340557239e-05 1.5866717631465493e-05 -2.2989830649748911e-05 2.5738834849454138e-05 -1.1504408289511048e-05 -2.9513561960357039e-06 -1.3818755551228823e-05 3.8652096246277706e-08 -1.1491940107686917e-05 1.4078501249059628e-05 -7.615337784727672e-06 1.4213241302059034e-05 -1.2651961072730376e-05 7.5982109306264817e-06 4.2731949292829087e-06 5.7052878602055559e-07 -1.1794345012579774e-05 2.5868559338050547e-05 -7.318574171222281e-06 2.6613468953655684e-05 -1.2232413562937188e-05 1.3064503595901275e-05
leaf_weight=24 23 177 23 20 20 20 23 28 25 23 20 21 20 25 21 2192 28 20 32 25 33 27 50 38 24 25 39 20 28 27
leaf_count=24 23 177 23 20 20 20 23 28 25 23 20 21 20 25 21 2192 28 20 32 25 33 27 50 38 24 25 39 20 28 27
internal_value=0 7.11417e-08 -1.67165e-08 2.89788e-06 -2.38091e-07 -1.88902e-06 2.14502e-08 9.96998e-08 -2.55066e-06 3.2448e-07 9.58571e-08 6.7593e-06 8.97977e-07 6.06564e-06 2.81657e-07 1.61144e-07 2.81413e-07 4.18029e-07 -5.28322e-07 4.30654e-06 -3.8917e-06 -1.9651e-07 -3.66232e-07 3.03859e-07 4.32996e-06 7.50196e-06 2.7683e-06 9.55085e-06 4.22605e-08 1.97146e-07
internal_weight=0 3097 3074 217 2857 197 2837 2814 220 2594 2505 89 68 48 2485 2462 2441 2413 195 80 115 55 82 2393 146 122 97 58 2247 2219
internal_count=3121 3097 3074 217 2857 197 2837 2814 220 2594 2505 89 68 48 2485 2462 2441 2413 195 80 115 55 82 2393 146 122 97 58 2247 2219
is_linear=0
shrinkage=0.1


Tree=5318
num_leaves=31
num_cat=0
split_feature=1429 156 11 155 16 43 156 142 11 147 147 44 34 13 34 123 9 2 39 1420 1420 3 156 474 474 474 1429 1429 474 474
split_gain=1.81561e-07 4.25956e-07 1.86455e-07 7.51799e-07 5.05686e-07 3.27629e-07 2.30613e-07 1.95315e-07 3.89904e-07 2.58331e-07 3.26675e-07 2.26714e-07 2.24152e-07 6.83464e-07 3.61574e-07 1.34711e-06 9.83002e-07 6.44868e-07 1.36937e-06 2.07114e-07 3.90105e-07 3.4194e-07 2.24276e-07 6.33871e-07 4.05318e-07 7.50711e-07 2.55523e-07 5.07913e-07 4.09846e-07 1.3963e-06
threshold=-0.23752499999999996 0.32523500000000005 0.092630000000000018 0.088610000000000008 0.6352000000000001 -0.15582499999999996 -0.14064999999999997 -0.057499999999999989 -0.014494999999999999 0.099730000000000027 0.093875000000000014 0.10049500000000001 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.084475000000000008 0.091600000000000015 -1.0000000180025095e-35 0.085815000000000016 -0.08341999999999998 -0.079539999999999986 -0.082484999999999989 -0.065739999999999979 0.10854000000000001 0.10135500000000001 0.11134000000000001 0.092020000000000005 0.087480000000000016 0.08708500000000001 0.089435000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 6 -4 -2 -8 -9 10 11 12 13 -10 15 -14 17 18 -16 21 -21 -19 23 -22 26 -26 27 28 -24 -30
right_child=1 -3 3 -5 -6 -7 7 8 9 -11 -12 -13 14 -15 16 -17 -18 19 -20 20 22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=-9.0523850882494699e-06 -1.0024968564128201e-05 1.4610874713980593e-05 1.0505509293003776e-05 -2.1593502219730001e-05 1.141114317084803e-05 -4.6875686405201125e-06 9.875953146547545e-06 -1.3954591349829571e-05 6.3494141830319899e-06 8.5951855388494954e-06 -1.1206472257841737e-05 9.9418813118498537e-06 2.8567714959137903e-05 -1.8121890069664915e-05 3.1304285098485703e-05 -5.1676215089800874e-06 -1.8377862266036042e-05 -2.7399393729865553e-06 -5.2574729038280481e-06 -1.3748740331634292e-05 1.8419555382696793e-05 1.5138524260850238e-05 -2.150034224884315e-07 -5.9224096139587349e-06 -1.9856530791782591e-05 5.5101189173001333e-06 1.1247909442317906e-05 -1.5972307655829356e-05 2.1078157420848394e-05 -4.8253116381641561e-06
leaf_weight=22 23 20 22 20 39 40 20 20 21 35 26 23 20 25 20 29 29 20 21 21 23 23 2367 20 28 20 20 20 38 46
leaf_count=22 23 20 22 20 39 40 20 20 21 35 26 23 20 25 20 29 29 20 21 21 23 23 2367 20 28 20 20 20 38 46
internal_value=0 6.42704e-08 -3.02188e-08 -4.73478e-06 9.85011e-08 7.03524e-07 -5.06513e-08 2.7512e-08 -4.00588e-08 5.60692e-08 -4.84305e-08 5.39369e-08 -2.69677e-08 -6.95021e-06 8.8211e-08 8.6019e-06 -6.53865e-08 1.32255e-07 1.25775e-05 -6.0586e-08 -1.74298e-07 6.82296e-06 -6.3894e-08 7.09771e-06 -1.85182e-07 -9.28709e-06 -9.79342e-09 -1.00912e-07 2.85975e-08 6.89292e-06
internal_weight=0 3099 3079 82 2997 62 2958 2935 2915 2895 2860 2834 2811 46 2765 49 2716 2687 41 2646 2603 43 2582 43 2539 48 2491 2471 2451 84
internal_count=3121 3099 3079 82 2997 62 2958 2935 2915 2895 2860 2834 2811 46 2765 49 2716 2687 41 2646 2603 43 2582 43 2539 48 2491 2471 2451 84
is_linear=0
shrinkage=0.1


Tree=5319
num_leaves=31
num_cat=0
split_feature=472 1429 132 1203 1185 50 1204 2 133 400 1186 129 1185 129 4 3 16 3 43 43 1210 2 2 15 12 2 42 0 12 12
split_gain=2.14905e-07 2.97096e-07 1.65416e-07 5.12138e-06 2.46272e-06 1.13708e-06 1.7479e-07 5.40584e-07 5.35339e-07 2.67274e-07 1.82455e-07 3.31835e-07 1.91843e-07 2.17246e-07 5.12607e-07 7.43674e-07 5.12098e-07 6.30882e-07 2.33187e-07 8.58709e-07 9.22743e-07 7.28965e-07 2.15795e-06 9.61477e-07 6.84212e-07 4.52285e-07 5.29629e-07 3.39742e-07 1.98375e-06 1.68257e-06
threshold=-0.38234499999999999 -0.23587499999999997 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.093975000000000017 -0.016569999999999994 0.080205000000000012 0.0068000000000000014 -0.077734999999999985 -0.089559999999999987 -0.082304999999999975 0.090595000000000009 0.091700000000000018 -0.077999999999999986 -0.091869999999999993 -0.13941499999999998 -0.076669999999999988 0.062770000000000006 0.055925000000000009 0.15724500000000002 0.094095000000000012 0.089005000000000015 0.091915000000000011 0.087075000000000014 0.10188000000000001 0.081660000000000024 0.10455500000000001 0.098810000000000023 0.086565000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 7 -6 9 -9 -8 -12 13 18 15 -15 -16 -18 19 20 27 22 23 24 -20 -23 -27 -13 29 -29
right_child=1 2 4 -5 6 -7 10 8 -10 -11 11 12 -14 14 16 -17 17 -19 21 -21 -22 25 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-9.4263088461351195e-06 1.1396163339984766e-05 2.5997971663725497e-07 -3.3542510986576835e-05 4.9583452870311228e-05 1.7235709916955479e-05 -2.4366081879092929e-05 -8.4370433237032004e-06 1.3291701235056796e-05 -1.3975199567539676e-05 -1.5070657354954165e-06 1.1223083912717321e-05 2.9844445683610208e-07 -9.2224498392011899e-06 -6.044383163888208e-07 1.0716029489161044e-05 2.5704568278425456e-05 -1.5904794581729222e-05 6.3900227876894691e-06 -3.6503775336747091e-06 1.4759569855344197e-05 -1.8247005599343021e-05 1.5495702214336588e-05 -3.0761416331870352e-05 -2.0080605106613803e-05 1.5935869754893092e-05 -1.2710095230280181e-05 5.6151801404864633e-06 -1.1315481445796862e-05 -3.0835053257760593e-05 1.6404102997534564e-05
leaf_weight=24 23 175 22 21 24 21 26 23 20 26 26 2149 23 21 26 22 30 22 42 39 28 23 32 20 31 24 46 47 24 41
leaf_count=24 23 175 22 21 24 21 26 23 20 26 26 2149 23 21 26 22 30 22 42 39 28 23 32 20 31 24 46 47 24 41
internal_value=0 7.30504e-08 -1.16704e-08 2.65005e-06 -2.13838e-07 -2.37853e-06 4.47969e-08 4.30837e-06 -1.88095e-07 5.43929e-06 -9.98101e-08 -1.99986e-08 -1.28668e-07 -5.02437e-08 4.08976e-06 1.2856e-05 -7.42905e-07 -6.47237e-06 -2.46999e-07 4.58606e-08 -2.04832e-07 -3.37442e-06 -8.36225e-06 -6.55011e-07 4.66707e-06 3.32965e-06 -6.67771e-07 1.86008e-08 -5.3509e-06 1.59932e-06
internal_weight=0 3097 3074 217 2857 196 2835 93 69 49 2742 2716 2690 2667 121 43 78 52 2546 2328 2289 218 125 93 73 93 70 2261 112 88
internal_count=3121 3097 3074 217 2857 196 2835 93 69 49 2742 2716 2690 2667 121 43 78 52 2546 2328 2289 218 125 93 73 93 70 2261 112 88
is_linear=0
shrinkage=0.1


Tree=5320
num_leaves=31
num_cat=0
split_feature=394 394 1184 394 1176 1186 0 1429 156 1183 11 11 1429 128 0 3 128 471 2 11 155 1428 0 1429 1 1 1 160 1374 1
split_gain=1.97227e-07 6.64328e-07 5.4301e-07 2.34205e-07 6.65509e-07 4.18441e-07 1.6589e-06 2.51696e-07 3.90445e-07 2.21922e-07 2.15322e-07 6.73647e-07 3.89255e-07 2.11433e-07 3.25743e-07 6.42857e-07 2.51635e-07 2.31015e-07 1.28962e-06 3.83224e-07 2.87497e-07 2.44366e-07 3.69158e-07 3.50449e-07 2.26007e-07 4.4436e-06 2.91887e-06 9.27314e-07 8.35116e-07 7.67552e-07
threshold=-0.15150999999999998 -0.11103499999999998 0.088760000000000019 -0.09139499999999999 1.0000000180025095e-35 0.0044650000000000011 -0.082284999999999983 -0.23752499999999996 0.32523500000000005 -0.082229999999999984 0.095720000000000013 0.099410000000000012 -0.10379499999999998 0.10724000000000002 -0.073309999999999986 -0.080104999999999996 0.10332500000000001 0.093375000000000014 0.10327000000000001 0.087925000000000017 0.12862000000000004 0.081935000000000022 -0.07384499999999998 -0.069929999999999978 0.09253500000000002 0.091535000000000019 0.093100000000000002 -0.52336499999999997 -0.035729999999999991 0.090475000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 -5 9 -9 12 -12 -11 16 15 -15 17 19 -19 20 21 23 -23 -14 25 29 -26 -28 -29 -25
right_child=1 2 -4 4 -6 6 -8 8 -10 10 11 -13 13 14 -16 -17 -18 18 -20 -21 -22 22 -24 24 26 -27 27 28 -30 -31
leaf_value=-6.9767269383191888e-06 1.8256698976983897e-05 1.0135337628446946e-05 -1.6053164632640325e-05 -1.09230866915563e-05 -1.592387867416479e-05 -7.7664110579332512e-06 2.7674040786223485e-05 1.0210584791604475e-05 1.398830700054532e-05 1.2438815868335953e-05 -2.042561103562115e-05 2.1112171756006623e-06 1.2024514268205168e-05 -1.2736762451740188e-05 -1.5985190605403789e-05 1.1724020857530247e-05 1.0942586147523669e-05 -1.0776190399718915e-05 2.3499332659728522e-05 -1.0874302326115095e-05 1.086420137426103e-05 1.0361787606901393e-06 -1.7118845620903552e-05 -3.66329813271638e-07 3.7216878494787539e-05 -3.551104752356575e-05 2.0482345735217678e-05 1.9290891733752296e-05 -9.4737093048688982e-07 1.2589390797636064e-05
leaf_weight=40 20 23 21 21 26 28 25 21 20 25 21 36 24 22 21 21 21 21 23 33 24 24 21 1690 22 36 22 21 701 47
leaf_count=40 20 23 21 21 26 28 25 21 20 25 21 36 24 22 21 21 21 21 23 33 24 24 21 1690 22 36 22 21 701 47
internal_value=0 9.05768e-08 -2.81172e-08 8.25821e-08 5.94528e-09 1.44419e-07 8.95078e-06 -1.44431e-08 6.40902e-08 -3.20383e-08 -1.06828e-07 -6.19182e-06 1.62102e-08 -9.49441e-08 -5.77646e-06 -7.90799e-07 3.82489e-08 -4.62808e-08 7.14056e-06 -1.64938e-07 -3.06639e-08 -1.30923e-07 -7.43617e-06 -2.66124e-09 -1.16349e-07 -7.36488e-07 1.31904e-06 2.57545e-07 -3.58723e-07 -1.5772e-08
internal_weight=0 3081 3061 3040 3017 2991 53 2938 2917 2897 2876 57 2819 2794 64 43 2730 2709 44 2665 2632 2608 45 2563 2539 1773 766 744 722 1737
internal_count=3121 3081 3061 3040 3017 2991 53 2938 2917 2897 2876 57 2819 2794 64 43 2730 2709 44 2665 2632 2608 45 2563 2539 1773 766 744 722 1737
is_linear=0
shrinkage=0.1


Tree=5321
num_leaves=31
num_cat=0
split_feature=472 472 132 1185 1203 10 0 12 9 47 9 47 1 15 15 3 47 471 1419 47 12 47 148 447 447 16 4 48 160 2
split_gain=2.2098e-07 3.07714e-07 1.72101e-07 1.2394e-06 5.35353e-07 1.69003e-07 8.65005e-07 9.03654e-07 5.64849e-07 2.87754e-07 3.49321e-06 2.03113e-06 4.08911e-07 9.80582e-07 9.48958e-07 3.76902e-07 3.71056e-07 2.59447e-07 5.08007e-07 5.30178e-07 2.43753e-07 2.5334e-07 2.04816e-07 3.60636e-07 2.81295e-07 2.57497e-07 6.56399e-07 4.66551e-07 4.50421e-07 4.28709e-07
threshold=-0.38234499999999999 -0.095174999999999996 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.091600000000000015 0.094160000000000008 0.082870000000000013 0.096850000000000006 0.099990000000000009 -0.15914499999999995 -0.18895499999999996 -0.079594999999999985 0.091210000000000013 0.10338500000000002 0.089680000000000024 0.088195000000000009 0.087995000000000004 0.10397500000000001 -0.10069499999999999 0.094580000000000011 0.089635000000000006 -0.15241499999999997 -0.064804999999999988 0.10697000000000002 0.10455000000000002 0.17025000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 8 -7 -8 9 10 16 -11 13 -13 -14 20 17 18 19 22 21 -15 -5 24 25 26 -24 -27 29 -28
right_child=1 2 3 5 -6 6 7 -9 -10 11 -12 12 14 15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 27 28 -29 -30 -31
leaf_value=-9.5586099935947768e-06 1.1123592550575267e-05 -8.7036225137965703e-07 2.4397185396602645e-05 8.0597663540057488e-06 -1.5894767361883336e-05 2.0440989901260311e-05 9.3407889248591096e-06 -1.5938854803957488e-05 -1.6078459496136267e-05 3.294851756468883e-05 -3.9129191028895668e-05 -2.291935256421725e-05 2.4264378271254828e-05 -6.8279318882213415e-06 9.240272063632599e-07 1.2025335100092476e-05 1.3591777569672561e-05 -1.142780296959245e-05 1.2330543645613504e-05 -1.5271758078320685e-05 -1.1981566140526585e-05 8.363702885538299e-06 -1.7718006808906837e-05 -1.2317250112422094e-05 1.0554526212217752e-05 8.894608334257626e-08 -1.4724670344341513e-06 1.1279316784470881e-05 -1.5434183041222802e-05 1.3145008112887397e-05
leaf_weight=24 25 195 21 31 27 24 31 26 22 21 23 22 20 21 135 22 20 20 33 23 21 23 27 24 25 1906 228 38 21 22
leaf_count=24 25 195 21 31 27 24 31 26 22 21 23 22 20 21 135 22 20 20 33 23 21 23 27 24 25 1906 228 38 21 22
internal_value=0 7.40675e-08 -1.58537e-08 1.93044e-07 -2.69765e-06 1.33743e-08 4.51528e-06 -2.19028e-06 -1.19324e-07 9.47318e-09 -3.41591e-07 3.01631e-06 6.35335e-07 -4.05782e-06 3.93569e-06 7.1176e-07 2.73564e-08 -8.57747e-08 9.61663e-09 -1.6377e-07 -3.11745e-06 1.11315e-06 -1.41211e-08 -1.23371e-07 5.72214e-09 -1.11905e-07 -2.84912e-06 3.07688e-07 -1.36771e-06 -1.86129e-07
internal_weight=0 3097 3072 2850 222 2829 81 57 2748 2726 2441 285 264 109 155 87 2418 2398 2378 2345 65 44 2322 2291 2267 2242 298 1944 271 250
internal_count=3121 3097 3072 2850 222 2829 81 57 2748 2726 2441 285 264 109 155 87 2418 2398 2378 2345 65 44 2322 2291 2267 2242 298 1944 271 250
is_linear=0
shrinkage=0.1


Tree=5322
num_leaves=31
num_cat=0
split_feature=156 1428 1427 9 10 2 2 9 33 34 9 45 1 1 1 47 47 47 484 158 50 403 50 4 4 2 2 2 13 1374
split_gain=1.81164e-07 2.64394e-07 4.28193e-07 1.83721e-07 5.39198e-07 9.73028e-07 5.0434e-07 3.43786e-07 1.76173e-07 2.80925e-07 2.86774e-07 2.66334e-07 2.01969e-07 3.57739e-06 1.73195e-06 6.23258e-07 2.4126e-06 1.64659e-06 6.72087e-07 1.14718e-06 7.14083e-07 1.04236e-06 9.35372e-07 8.92779e-07 1.97552e-06 9.84093e-07 1.2251e-06 1.12371e-06 9.58292e-07 5.06194e-07
threshold=0.3248100000000001 0.094820000000000015 0.078535000000000008 0.092410000000000006 0.053330000000000009 -0.13033999999999998 -0.090999999999999984 0.10750500000000002 0.085305000000000006 -0.084769999999999984 -0.036024999999999995 0.094030000000000016 0.09253500000000002 0.091785000000000019 0.093205000000000024 0.092710000000000015 0.098400000000000015 0.084210000000000021 0.10126500000000001 0.10635000000000001 0.091320000000000012 -1.0000000180025095e-35 0.11375500000000001 0.00063500000000000004 -0.0086549999999999978 0.10644500000000001 0.11389000000000002 0.11747 -0.077944999999999987 0.089635000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 -1 -5 9 -8 -11 12 13 29 -14 17 -17 18 19 20 23 -22 -23 24 28 -25 -27 -28 -16 -12
right_child=-2 2 -4 7 5 -7 8 -9 -10 10 11 -13 14 -15 15 16 -18 -19 -20 -21 21 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=1.3616138848091295e-05 -8.8423171963886883e-06 1.8015841572248195e-05 -2.4291615227411965e-06 1.3698367464948442e-05 3.9196202033053853e-06 -2.7273771383988787e-05 1.1480846859783578e-05 -2.4122868650850322e-06 -8.6463734419339754e-06 -9.2569559563023234e-06 -1.2919870685548179e-07 -8.6882166553030922e-06 2.5449283924084242e-05 -3.5925438695422992e-05 1.8852951643566485e-05 -3.7428733153319624e-05 -3.9435489806274837e-07 2.7202704990486383e-05 -1.5774371584721731e-05 2.5178022424370285e-05 7.3507248152023321e-06 -3.1371291326017267e-05 -4.3671107207422939e-06 -1.6510108869588772e-05 3.2519020021060932e-05 1.9659764537512579e-05 -2.4535978400308523e-05 8.2704316132944579e-07 -4.3600931369589743e-07 1.2957336269513084e-05
leaf_weight=27 23 21 20 27 20 20 21 26 24 34 2004 35 29 28 32 20 146 25 23 20 29 23 29 38 27 30 20 138 132 30
leaf_count=27 23 21 20 27 20 20 21 26 24 34 2004 35 29 28 32 20 146 25 23 20 29 23 29 38 27 30 20 138 132 30
internal_value=0 6.56392e-08 8.04267e-06 -4.13474e-08 -1.44319e-07 -1.16771e-05 1.13183e-08 5.79503e-06 -1.13752e-07 -4.34519e-08 -1.27135e-07 -1.85223e-08 8.8966e-08 -4.24882e-07 1.48128e-06 5.31732e-07 -4.85633e-06 2.11198e-06 9.52516e-07 1.69522e-06 7.52131e-07 -7.83969e-06 -1.63113e-05 2.42105e-06 7.45421e-06 -1.83265e-06 1.13407e-06 -2.38347e-06 3.32769e-06 6.3818e-08
internal_weight=0 3098 41 3057 3004 40 2964 53 2937 2913 2892 2858 2823 2062 761 732 166 566 541 518 498 81 52 417 191 226 188 158 164 2034
internal_count=3121 3098 41 3057 3004 40 2964 53 2937 2913 2892 2858 2823 2062 761 732 166 566 541 518 498 81 52 417 191 226 188 158 164 2034
is_linear=0
shrinkage=0.1


Tree=5323
num_leaves=31
num_cat=0
split_feature=132 15 1185 50 52 2 132 403 403 1204 472 1429 1429 130 40 10 0 9 9 47 9 47 47 1428 1429 1456 51 156 156 16
split_gain=1.70992e-07 4.56649e-06 2.4418e-06 8.33019e-07 1.74997e-07 2.70546e-07 4.42096e-07 4.24256e-07 2.87123e-07 2.19635e-07 1.58961e-07 3.35539e-07 2.16457e-07 1.59751e-07 4.59954e-07 1.57851e-07 8.06901e-07 9.19146e-07 5.86575e-07 3.36862e-07 2.88578e-06 1.62009e-06 3.30529e-07 3.28585e-07 4.95277e-07 3.00858e-07 3.65698e-07 2.58262e-07 2.65596e-07 7.56004e-07
threshold=-0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.09227500000000001 0.090645000000000017 0.10497000000000002 -0.26625499999999996 -0.020569999999999995 -0.088999999999999982 -0.084424999999999986 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.23647499999999996 -0.23755499999999996 0.0036750000000000007 -0.080119999999999983 0.092890000000000014 0.091600000000000015 0.094160000000000008 0.082870000000000013 0.096850000000000006 0.09055500000000001 -0.071779999999999997 -0.060529999999999994 -0.079429999999999987 -0.40274499999999996 -0.092624999999999985 -0.065739999999999979 -0.026164999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 8 -8 -10 -4 -12 -13 -14 -15 18 -17 -18 19 20 22 -21 23 -16 -25 -23 -27 -26 29 -29
right_child=2 -3 10 -5 -6 -7 7 -9 9 -11 11 12 13 14 15 16 17 -19 -20 21 -22 25 -24 24 27 26 -28 28 -30 -31
leaf_value=-1.5571602246685265e-05 -3.3392098140955731e-05 4.2036852409392646e-05 -8.0542435474247519e-06 -1.963633394552744e-05 7.6476987733258283e-06 7.8062424633501968e-06 3.6246110297118627e-06 1.2555368148241541e-05 -1.8071187393312965e-06 -1.6104734827008954e-05 1.2712154672217801e-05 -9.6367031188571644e-06 -8.8014552420645494e-06 1.3156502121058078e-05 -1.2891964424852632e-05 1.9746012662835712e-05 -1.4030418776656007e-05 1.1931873770663514e-05 -1.7150357057289514e-05 2.9361908082137235e-05 -3.5598167802242601e-05 -1.0681095400286724e-05 1.1208320207655421e-05 1.1786361658648406e-05 -1.0109847132228495e-05 1.35327386942663e-05 7.5738946676480103e-07 2.2342142528941622e-05 -2.6402765038607991e-07 -1.5712309362196463e-06
leaf_weight=24 22 26 24 25 25 26 30 20 21 22 21 23 20 27 20 24 30 25 20 22 23 20 26 35 26 25 216 20 2194 39
leaf_count=24 22 26 24 25 25 26 30 20 21 22 21 23 20 27 20 24 30 25 20 22 23 20 26 35 26 25 216 20 2194 39
internal_value=0 2.69442e-06 -2.03346e-07 -2.6056e-06 -7.12598e-08 -1.42073e-06 -3.47117e-06 -3.48473e-07 -3.88377e-06 -9.12218e-06 5.01791e-08 1.18283e-07 2.49955e-08 1.04021e-07 1.67814e-07 4.09801e-08 4.44669e-06 -2.22938e-06 -8.85996e-08 3.93956e-08 -3.47976e-07 3.30125e-06 -4.43566e-09 -1.29342e-07 -1.90342e-08 1.10457e-06 2.08263e-06 -2.00337e-07 -8.59795e-08 6.535e-06
internal_weight=0 219 2902 193 168 143 117 93 73 43 2880 2856 2835 2812 2792 2765 79 55 2686 2666 2383 283 2360 2334 2314 261 241 2279 2253 59
internal_count=3121 219 2902 193 168 143 117 93 73 43 2880 2856 2835 2812 2792 2765 79 55 2686 2666 2383 283 2360 2334 2314 261 241 2279 2253 59
is_linear=0
shrinkage=0.1


Tree=5324
num_leaves=31
num_cat=0
split_feature=1429 156 12 130 34 34 34 9 10 9 11 1429 1429 2 1429 3 128 128 1209 4 4 402 42 14 13 45 3 1210 16 12
split_gain=1.75397e-07 4.50786e-07 1.59382e-07 4.40242e-07 1.72521e-07 3.72975e-07 4.57316e-07 4.62335e-07 1.00925e-06 5.82861e-07 1.82209e-07 2.77873e-07 1.96168e-07 8.69246e-07 2.94901e-07 2.23021e-07 6.16997e-07 1.11493e-06 5.98524e-07 4.83296e-07 5.09511e-07 4.04467e-07 8.258e-07 3.89984e-07 1.22335e-06 1.11008e-06 4.85825e-07 4.25742e-07 1.51846e-06 2.94413e-06
threshold=-0.23752499999999996 0.32523500000000005 0.23631000000000002 -0.22461999999999996 -0.097449999999999981 -0.084564999999999987 -0.057544999999999992 0.091600000000000015 0.094860000000000014 0.082870000000000013 0.097680000000000017 -0.10379499999999998 -0.07700499999999999 0.08734500000000002 -1.0000000180025095e-35 -0.095524999999999985 0.085955000000000018 0.10159000000000001 0.082105000000000011 -0.50690499999999983 -0.39518999999999993 0.086535000000000015 -0.087819999999999981 -0.31455999999999995 -0.074044999999999986 0.094030000000000016 -0.092984999999999984 -0.00046999999999999993 -0.092484999999999984 0.085635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 9 -9 10 11 -8 13 -13 -14 16 18 -18 21 -17 -21 -16 -23 24 -22 26 -25 28 -28 -30
right_child=1 -3 -4 4 5 6 7 8 -10 -11 -12 12 14 -15 15 19 17 -19 -20 20 23 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=-8.8974129663587188e-06 1.2741052954947077e-05 1.5027749213913921e-05 -8.3273384086129692e-06 6.8951976996345368e-06 -1.1260644320524686e-05 1.0702970543883195e-05 1.0427547342260369e-05 -2.7088131209893616e-05 2.3239674841793854e-06 1.6563721187811185e-05 -7.3282201901747609e-06 8.7589542328628127e-06 8.3659711943188854e-06 -1.8367966743392542e-05 3.0335980789680656e-06 -1.3387589496201616e-05 3.0512443518091457e-05 -2.4781923327412059e-06 -1.6142185368153152e-05 1.2774061341870353e-05 -5.099368156473194e-06 -2.2381884646165419e-05 4.2231564780844826e-06 -1.2208801183857888e-05 2.3716085196121223e-05 -2.0219348353466245e-05 -2.1602515352285644e-05 -8.0267445981848979e-07 3.800374752944873e-05 1.7988867714600268e-06
leaf_weight=22 27 20 23 35 30 39 25 20 28 21 35 21 41 27 296 29 20 21 20 29 34 20 28 35 26 29 21 1908 26 165
leaf_count=22 27 20 23 35 30 39 25 20 28 21 35 21 41 27 296 29 20 21 20 29 34 20 28 35 26 29 21 1908 26 165
internal_value=0 6.31731e-08 -3.4031e-08 2.83859e-08 -8.49327e-08 -1.66531e-07 -5.42421e-08 -1.97672e-07 -9.93107e-06 -3.52791e-08 -1.57331e-07 -6.83617e-08 -1.62209e-07 -6.49994e-06 -5.15066e-08 -1.78997e-07 1.98498e-06 1.36148e-05 6.75033e-07 -5.59715e-07 -3.96051e-07 1.65278e-06 -6.86228e-06 -5.66253e-07 7.38733e-06 -7.84758e-07 -5.23225e-07 -3.30303e-07 3.92104e-06 6.7273e-06
internal_weight=0 3099 3079 3056 3029 2994 2964 2925 48 2877 2856 2821 2796 48 2748 2707 405 41 364 2302 2273 344 48 2244 60 2184 2155 2120 212 191
internal_count=3121 3099 3079 3056 3029 2994 2964 2925 48 2877 2856 2821 2796 48 2748 2707 405 41 364 2302 2273 344 48 2244 60 2184 2155 2120 212 191
is_linear=0
shrinkage=0.1


Tree=5325
num_leaves=31
num_cat=0
split_feature=46 46 12 4 1 1 0 0 1 376 13 3 156 49 15 3 147 34 9 10 124 2 147 4 148 0 0 151 150 160
split_gain=1.9319e-07 2.68826e-07 1.87435e-07 3.98771e-07 2.48567e-07 9.31446e-07 7.15285e-07 4.51242e-07 3.73777e-07 3.63159e-07 3.61211e-07 3.13768e-07 1.22746e-06 1.24782e-06 1.36394e-06 8.2545e-07 4.82344e-07 2.92968e-07 1.15809e-06 1.00934e-06 8.26986e-07 2.9582e-07 2.97505e-07 6.31986e-07 4.33571e-07 3.18591e-07 1.28068e-06 9.43271e-07 1.47834e-06 1.36627e-06
threshold=0.10987500000000001 0.083550000000000013 0.23631000000000002 0.63113500000000011 0.13559000000000002 0.13756000000000004 -0.09515499999999999 -0.050064999999999991 0.13332000000000002 0.088720000000000007 0.01128 0.11658 0.083635000000000015 -0.043469999999999995 -0.093959999999999988 0.10732000000000001 0.096265000000000003 -0.057544999999999992 0.091600000000000015 -0.0093599999999999985 -0.0037749999999999993 -0.0091949999999999983 0.086575000000000013 -0.0094449999999999968 -0.081219999999999987 -0.14794999999999997 -0.14649999999999996 -0.0096649999999999982 0.084335000000000007 0.10648000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 -7 -8 9 11 -9 15 13 -13 -15 16 17 20 19 -19 -1 -21 24 -24 -23 27 -27 28 -26 -29
right_child=-2 -3 -4 -5 5 6 7 10 -10 -11 -12 12 -14 14 -16 -17 -18 18 -20 21 -22 22 23 -25 25 26 -28 29 -30 -31
leaf_value=-1.0953041341963398e-06 9.3377925085488563e-06 -9.8203605375601924e-06 -9.3924851171323112e-06 1.1966476612761719e-05 -2.1220087658618398e-05 1.3309558443293572e-05 -1.6843098432139455e-05 5.1175219368815306e-06 1.2872872210446867e-05 -1.1926049282919848e-05 -1.1341757581249114e-05 1.4704382506112635e-05 2.6525691274318065e-05 4.2954712499623489e-06 -2.5762240280668126e-05 -1.6539221776383782e-05 1.5612609731761041e-05 1.964165593073211e-05 -2.3540628830059653e-05 -1.1981400582174371e-05 2.1487311098174666e-05 1.4078882342842421e-05 4.0425566516609657e-06 -1.6884352390338938e-05 8.3008716173935682e-06 -2.3814219908356041e-05 -9.6741564153450633e-08 1.3124551151122434e-05 -2.7689464461998015e-05 -1.5371559907180199e-05
leaf_weight=50 22 28 21 28 26 29 23 40 23 25 20 38 22 36 26 30 20 26 21 21 24 22 27 31 25 23 2247 106 21 20
leaf_count=50 22 28 21 28 26 29 23 40 23 25 20 38 22 36 26 30 20 26 21 21 24 22 27 31 25 23 2247 106 21 20
internal_value=0 -6.62929e-08 2.26403e-08 8.74658e-08 -2.25978e-08 -4.16863e-06 -2.10253e-07 -4.93404e-06 1.75791e-07 7.37168e-08 -3.68905e-07 1.79498e-07 5.14058e-06 4.35853e-07 -8.30938e-06 -4.35134e-08 1.40865e-07 2.47106e-08 -1.52549e-07 3.86345e-08 6.22879e-06 -1.6179e-07 -6.3371e-08 -7.14252e-06 1.03265e-07 -2.26417e-08 -3.37051e-07 4.12683e-06 -8.1295e-06 8.60136e-06
internal_weight=0 3099 3071 3050 3022 138 112 83 2884 2861 60 2836 122 100 62 2714 2684 2664 2590 2569 74 2543 2522 58 2464 2442 2270 172 46 126
internal_count=3121 3099 3071 3050 3022 138 112 83 2884 2861 60 2836 122 100 62 2714 2684 2664 2590 2569 74 2543 2522 58 2464 2442 2270 172 46 126
is_linear=0
shrinkage=0.1


Tree=5326
num_leaves=31
num_cat=0
split_feature=9 10 2 9 10 46 1428 473 474 2 474 16 1212 158 1212 159 13 16 1212 0 133 133 43 16 1212 3 1211 1200 1203 1186
split_gain=1.93383e-07 4.22608e-07 1.03574e-06 5.43233e-07 2.86044e-07 1.7136e-07 2.85924e-07 3.6334e-07 2.74857e-07 1.29524e-06 3.60595e-07 2.57474e-07 1.68567e-07 1.09666e-06 1.07623e-06 9.87507e-07 6.24263e-07 6.96167e-07 4.64551e-07 6.74752e-07 3.98116e-07 5.83884e-07 7.63149e-07 5.67023e-07 3.72469e-07 2.76219e-07 2.62172e-07 2.9825e-07 5.15428e-07 2.51192e-07
threshold=0.092410000000000006 0.053330000000000009 -0.15339499999999998 0.085355000000000014 0.09216000000000002 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.090834999999999985 0.10613000000000002 -0.072334999999999983 -0.074319999999999983 0.087505000000000013 0.10874500000000002 0.086920000000000011 -0.017094999999999996 -0.084319999999999992 -0.087874999999999981 0.058525000000000008 -0.085754999999999984 -0.0023199999999999996 -0.054584999999999995 -0.011694999999999999 -0.069894999999999985 0.030370000000000005 -0.091869999999999993 0.11048500000000001 0.087860000000000008 0.089005000000000015 -0.010834999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -2 6 -1 -8 9 -9 -10 -7 14 15 18 -14 17 -17 24 -20 21 -18 -23 25 26 -22 27 28 29 -12
right_child=4 2 -4 -5 -6 11 7 8 10 -11 12 -13 13 -15 -16 16 20 -19 19 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.5874412920693434e-06 1.5057645523917192e-05 6.0985345680819599e-06 -2.5698970100728772e-05 1.4154131295745848e-05 3.7640344885403469e-08 -2.279017207911238e-06 1.3349053422189172e-05 5.1198029081313185e-06 1.3340893913209584e-05 -2.602012444312281e-05 5.8817905919994477e-06 1.3083862455687267e-05 -2.100772981066257e-05 2.3123781940502462e-05 -2.103292841638904e-05 2.2443532618256413e-05 4.2307326580295484e-06 8.5224863823896166e-07 2.0171552895825935e-05 -2.1850184566574173e-06 2.529052465063244e-06 -2.6756176027282146e-05 -1.4499617000533013e-06 -6.717428051629351e-06 -1.3974001594760923e-05 1.6584337597656674e-05 1.0595676181682476e-05 1.0963501296393351e-05 -1.2354003385755479e-05 -4.6925426595095882e-07
leaf_weight=32 21 20 21 27 32 20 20 34 20 22 64 24 20 23 25 28 33 32 27 27 27 22 26 33 20 29 22 23 36 2311
leaf_count=32 21 20 21 27 32 20 20 34 20 22 64 24 20 23 25 28 33 32 27 27 27 22 26 33 20 29 22 23 36 2311
internal_value=0 -1.03462e-07 -1.0188e-05 3.31303e-08 5.98896e-06 -9.39587e-08 -1.86167e-07 -8.32799e-08 -1.75789e-07 -7.11374e-06 -3.93687e-08 6.10074e-06 -1.33996e-07 2.2279e-06 -3.86363e-07 3.05483e-07 2.15881e-06 1.09282e-05 -1.82346e-07 8.99327e-06 -9.36268e-07 -6.0089e-06 -1.30486e-05 3.68039e-06 -3.8246e-07 9.80768e-06 -2.7178e-07 -3.70006e-07 -4.78124e-07 -2.9811e-07
internal_weight=0 3068 41 3027 53 3000 2956 2924 2904 56 2848 44 2828 273 2555 250 230 60 2530 54 170 81 48 89 2476 56 2456 2434 2411 2375
internal_count=3121 3068 41 3027 53 3000 2956 2924 2904 56 2848 44 2828 273 2555 250 230 60 2530 54 170 81 48 89 2476 56 2456 2434 2411 2375
is_linear=0
shrinkage=0.1


Tree=5327
num_leaves=31
num_cat=0
split_feature=472 1429 1429 130 12 132 50 132 1203 10 39 9 9 41 12 16 15 52 4 16 402 133 2 129 2 48 2 13 12 1
split_gain=1.72793e-07 2.81074e-07 1.87444e-07 1.65717e-07 4.85122e-07 1.6411e-07 4.80886e-06 2.30318e-06 7.92098e-07 1.73902e-07 7.55585e-07 1.45918e-06 2.9626e-07 2.63305e-07 5.58506e-07 2.19234e-07 5.835e-07 2.00637e-06 7.39239e-07 6.79181e-07 5.0008e-07 5.61528e-07 4.57381e-07 4.30622e-07 3.73717e-07 4.48049e-07 4.13192e-07 5.63188e-07 5.4187e-07 5.54544e-07
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.10022000000000002 -0.076764999999999986 0.089480000000000018 0.0036750000000000007 0.089790000000000023 0.092235000000000011 0.088235000000000022 0.086565000000000017 0.087075000000000014 -0.14035499999999998 0.050935000000000008 0.070205000000000017 -0.0047449999999999992 -0.16927999999999996 0.095140000000000016 -0.023589999999999996 0.090310000000000015 -0.082304999999999975 0.14838000000000004 -0.072824999999999987 0.11293500000000002 -0.080759999999999985 0.082480000000000012 0.11146500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 8 -7 -5 12 11 -11 13 15 -15 16 18 -18 -9 20 21 -20 -21 -17 25 -23 28 -28 29 -27
right_child=1 2 3 4 -6 7 -8 9 -10 10 -12 -13 -14 14 -16 23 17 -19 19 22 -22 24 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-8.4524274825525943e-06 1.1079060404090738e-05 -8.6405748716060782e-06 -9.0189568732057529e-06 3.2659299254841503e-08 1.490927266290369e-05 -3.3191975602503156e-05 4.936629414714844e-05 1.5822859461422924e-05 -2.0974759991077008e-05 2.59390505925694e-05 -1.0514561000594886e-05 -6.7728060203080532e-06 -9.8037682149762048e-06 1.5305258630453893e-05 -4.0879939829378773e-06 1.4206371741403764e-05 1.4906154269232907e-06 -3.1495916820339132e-05 1.5938948930246018e-05 -2.3332611453952269e-05 -1.5041206061141566e-05 -9.507095222005547e-06 -3.5626170756586365e-06 1.4432226789476868e-07 -1.0962219224478329e-05 -1.9770733197417387e-05 -1.7736296294296389e-06 1.682613192093502e-05 5.4766732974996084e-06 2.9971781532367463e-06
leaf_weight=24 23 25 20 175 22 21 20 26 20 30 23 25 31 33 27 22 54 28 24 22 20 32 25 2149 28 23 27 41 61 20
leaf_count=24 23 25 20 175 22 21 20 26 20 30 23 25 31 33 27 22 54 28 24 22 20 32 25 2149 28 23 27 41 61 20
internal_value=0 6.55044e-08 -1.69002e-08 5.38089e-08 1.13715e-07 5.46669e-09 2.66766e-06 -1.99537e-07 -2.12195e-06 5.04958e-08 4.70534e-06 1.107e-05 -8.4327e-08 2.88595e-08 6.57829e-06 -1.22165e-07 -2.18228e-06 -9.77308e-06 -3.98768e-07 -1.70453e-06 1.87749e-07 1.37751e-06 -1.28167e-05 2.86821e-07 -1.28845e-07 1.35809e-06 3.37952e-06 9.44093e-06 -5.83714e-07 -9.18101e-06
internal_weight=0 3097 3074 3049 3029 3007 215 2792 195 2771 78 55 2693 2662 60 2602 431 82 349 323 276 256 47 2171 232 204 172 68 104 43
internal_count=3121 3097 3074 3049 3029 3007 215 2792 195 2771 78 55 2693 2662 60 2602 431 82 349 323 276 256 47 2171 232 204 172 68 104 43
is_linear=0
shrinkage=0.1


Tree=5328
num_leaves=31
num_cat=0
split_feature=9 10 133 9 9 1203 42 1200 132 399 1186 52 13 393 15 15 3 1204 1176 394 129 1182 130 448 447 447 49 13 13 42
split_gain=1.95968e-07 4.36984e-07 8.26628e-07 4.68159e-07 2.55878e-07 1.82009e-07 6.811e-07 3.52691e-07 2.25383e-07 5.16476e-06 4.88884e-06 6.01632e-07 2.66776e-07 2.21278e-07 1.89545e-07 3.23092e-07 2.5974e-07 3.63737e-07 1.81186e-07 2.44678e-07 2.64817e-07 3.7169e-07 2.511e-07 4.43856e-07 3.66886e-07 6.26617e-07 5.6019e-07 2.34255e-07 1.2368e-06 1.49584e-06
threshold=0.092410000000000006 0.053330000000000009 0.086695000000000008 0.086220000000000005 0.10530000000000002 0.090185000000000001 -0.031659999999999994 0.089190000000000005 -0.083284999999999984 0.091580000000000009 1.0000000180025095e-35 0.10347000000000002 0.056795000000000005 0.10585500000000002 -0.13578499999999996 -0.066844999999999988 -0.08824499999999999 -0.083434999999999981 0.086510000000000017 -0.099329999999999988 0.11234000000000001 0.086460000000000009 0.10490500000000001 0.030280000000000001 0.089635000000000006 0.086195000000000008 -0.049039999999999993 -0.0057949999999999989 -0.0090849999999999976 -0.088934999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -2 8 7 -7 10 13 11 12 14 18 -1 -16 -17 -18 19 -10 21 22 23 24 25 27 -26 28 -21 -30
right_child=4 2 -4 -5 -6 6 -8 -9 9 -11 -12 -13 -14 -15 15 16 17 -19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-1.0150157810461348e-05 1.4606025322228518e-05 -2.490859503268439e-05 3.498204859213383e-06 1.3945876238115794e-05 4.0008687829384826e-07 -1.1572988564910789e-05 1.9075696858951985e-05 5.7063191164801273e-06 -8.4906907068216243e-06 -4.7621543509866694e-05 4.8684326299865339e-05 -1.6388989644593284e-05 9.9940356992943723e-06 1.0191490807864328e-05 9.5003433199491593e-06 5.0609659375857943e-06 2.0714107639226615e-06 -1.4445323161756583e-05 9.3690307210181345e-06 -1.5890294650279227e-07 1.08512553548611e-05 -1.2553652519879202e-05 8.2419937929974672e-06 -1.316738385307522e-05 -7.2565795952479161e-07 -1.7832982603067649e-05 2.088047258439474e-05 1.4560478255118725e-06 -3.2788768923917538e-05 -1.9783542421691891e-06
leaf_weight=22 21 20 21 24 32 21 23 27 35 23 21 26 23 21 27 26 24 30 20 1671 22 24 36 26 28 20 21 720 26 40
leaf_count=22 21 20 21 24 32 21 23 27 35 23 21 26 23 21 27 26 24 30 20 1671 22 24 36 26 28 20 21 720 26 40
internal_value=0 -1.04151e-07 -1.03588e-05 3.47454e-08 6.02885e-06 -7.64325e-08 4.92646e-06 -1.85338e-06 -1.9758e-07 -4.34164e-07 3.05158e-06 -2.33206e-06 7.24204e-08 -3.36809e-08 -1.69655e-06 4.15752e-08 -3.15076e-06 -7.10455e-06 -1.13535e-07 -1.84592e-07 -7.42228e-08 -1.66244e-07 -5.1369e-08 -1.6836e-07 -3.45616e-08 -2.04067e-07 8.53411e-06 -6.05676e-08 -6.89216e-07 -1.41158e-05
internal_weight=0 3068 41 3027 53 3003 71 48 2932 2733 199 178 152 2710 129 107 80 54 2689 2669 2634 2612 2588 2552 2526 2477 49 2457 1737 66
internal_count=3121 3068 41 3027 53 3003 71 48 2932 2733 199 178 152 2710 129 107 80 54 2689 2669 2634 2612 2588 2552 2526 2477 49 2457 1737 66
is_linear=0
shrinkage=0.1


Tree=5329
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 42 42 130 49 16 1429 156 1429 9 33 9 34 2 13 131 131 1456 483 16 129 16 16 4 4 52 481
split_gain=1.97757e-07 1.38177e-06 5.03609e-07 5.51132e-07 1.9777e-07 4.93949e-07 2.9459e-07 1.87344e-07 1.96187e-07 1.78515e-07 4.00806e-07 1.85301e-07 1.69163e-07 3.91336e-07 4.1027e-07 2.71799e-07 4.89036e-07 2.66343e-07 1.80929e-07 1.21197e-06 4.26154e-07 4.5858e-07 4.96042e-07 5.51531e-07 8.38435e-07 4.76724e-07 6.13533e-07 7.33345e-07 1.20008e-06 4.17628e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.021469999999999996 -0.010544999999999997 0.08610000000000001 0.09567500000000001 -0.082179999999999989 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.092410000000000006 -0.012019999999999998 0.085555000000000006 -0.08786999999999999 -0.033169999999999991 -1.0000000180025095e-35 0.090690000000000007 0.090175000000000019 -0.065759999999999985 0.094820000000000002 -0.40995499999999996 0.080675000000000011 -0.090344999999999995 -0.082779999999999979 -0.085719999999999977 -0.067104999999999984 0.26746000000000009 -0.086484999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 8 -8 -3 11 -11 13 -13 15 -15 -17 -14 19 29 -20 22 -22 24 -24 -26 -27 -28 -29 -18
right_child=1 9 -4 -5 5 -7 7 -9 -10 10 -12 12 17 14 -16 16 18 -19 20 -21 21 -23 23 -25 25 26 27 28 -30 -31
leaf_value=-9.467324333753723e-06 2.5778441061317737e-05 -9.3809541294831446e-06 -1.7611797682634679e-05 -1.5230652741593076e-05 1.7152031680532012e-05 -8.2885337542393255e-07 1.2684193762608977e-05 -4.9513464703592874e-06 -9.8493695813452906e-07 -8.2445557163063554e-06 1.4206429150362966e-05 -1.2737645488414274e-05 -4.8124701359191543e-07 1.158703011697071e-05 1.3104766033696555e-05 -1.3260642955564046e-05 6.0883964182981543e-06 1.4416834632616623e-05 1.4767933917937628e-05 -2.4796428689342065e-05 -1.0952918141964137e-05 -1.3450148571791942e-05 2.2113994299825908e-05 -9.2131741022664457e-06 -1.0858913825276514e-05 1.8340179144615833e-05 -9.2027264610983483e-06 1.4561040993262746e-06 2.7976687176435791e-05 -3.6628852986494652e-07
leaf_weight=36 21 20 21 25 22 50 21 26 21 27 20 24 28 20 24 28 105 21 25 20 26 20 26 30 22 28 41 91 21 2211
leaf_count=36 21 20 21 25 22 50 21 26 21 27 20 24 28 20 24 28 105 21 25 20 26 20 26 30 22 28 41 91 21 2211
internal_value=0 2.20282e-07 -2.87652e-06 -1.33701e-06 6.36521e-07 4.66531e-06 -2.15264e-06 1.71984e-06 5.84963e-06 3.37904e-08 9.96739e-08 2.60526e-10 7.9453e-08 -2.38726e-08 8.75702e-08 -2.75413e-08 -1.13767e-07 5.90365e-06 2.43099e-08 -2.85321e-07 2.21612e-06 1.18729e-06 2.21448e-06 3.5363e-06 5.20654e-06 3.04105e-06 4.73055e-06 2.2399e-06 6.42871e-06 -7.36538e-08
internal_weight=0 2899 222 201 176 72 104 68 42 2878 2858 2838 2811 2762 2738 2714 2694 49 2666 2336 330 305 285 259 229 203 181 153 112 2316
internal_count=3121 2899 222 201 176 72 104 68 42 2878 2858 2838 2811 2762 2738 2714 2694 49 2666 2336 330 305 285 259 229 203 181 153 112 2316
is_linear=0
shrinkage=0.1


Tree=5330
num_leaves=31
num_cat=0
split_feature=156 156 399 132 52 1211 1212 4 42 1213 394 1213 1213 1212 1213 1210 403 1210 52 1212 402 3 4 1184 390 1210 402 402 4 402
split_gain=1.8554e-07 2.22101e-07 1.83722e-07 3.69709e-06 6.09834e-06 3.40927e-07 1.14085e-06 4.19484e-07 8.65306e-07 4.58139e-07 2.71748e-07 2.30138e-07 1.44647e-06 3.40601e-06 1.20264e-06 1.19559e-06 9.59796e-07 1.09008e-06 8.44669e-07 3.59081e-07 2.41834e-07 1.75248e-06 3.84566e-06 6.39332e-07 5.35358e-07 3.92086e-07 3.31607e-07 9.6764e-07 6.78627e-07 6.55846e-07
threshold=0.3248100000000001 0.14862 0.091580000000000009 -0.083284999999999984 0.060015000000000006 0.091735000000000011 0.09352000000000002 -0.076229999999999978 0.09858500000000002 0.12955000000000003 0.090335000000000013 -0.084954999999999989 -0.087969999999999979 0.086920000000000011 -0.090324999999999989 -0.40154499999999999 -0.0047449999999999992 -0.079504999999999978 0.085310000000000011 -0.094469999999999985 0.10686000000000002 -0.085709999999999995 -0.064054999999999987 0.088135000000000019 0.087590000000000015 -0.090569999999999998 0.020685000000000005 0.084450000000000011 -0.086849999999999997 0.094750000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 10 -7 8 9 -8 11 12 14 -14 16 -13 18 -18 -1 -19 23 -22 -23 24 25 -17 -27 -28 -29 -30
right_child=-2 -3 3 -5 -6 6 7 -9 -10 -11 -12 15 13 -15 -16 20 17 19 -20 -21 21 22 -24 -25 -26 26 27 28 29 -31
leaf_value=1.0895092873397517e-06 -8.948459783467748e-06 1.0315603451869851e-05 5.7013806384929924e-05 -1.9036033164239427e-05 -1.5175590682371298e-05 -2.2625129658383135e-05 6.9787159927294675e-06 -1.0657611701390126e-05 2.1806638037560334e-05 -1.3909616899625342e-05 9.2452204540904859e-06 -2.299167729728177e-05 4.9801703908087803e-05 -6.0747100784889582e-06 -2.2776114140428534e-05 -1.4173209801811029e-05 -2.086027142649982e-05 -1.7332073255115384e-06 3.015270378000423e-05 1.0642951495226173e-05 -1.5260398224199889e-05 4.5921475176012046e-05 -1.4035668536962475e-05 -1.5555096760416983e-05 1.4779312823520741e-05 2.066710521630763e-07 -2.2969674440294818e-05 1.5806196734047263e-05 1.1392915800623835e-06 -1.3901126728073493e-05
leaf_weight=20 23 21 25 37 22 29 21 25 20 21 32 23 20 24 22 20 25 71 20 35 25 23 20 27 24 2273 24 20 85 44
leaf_count=20 23 21 25 37 22 29 21 25 20 21 32 23 20 24 22 20 25 71 20 35 25 23 20 27 24 2273 24 20 85 44
internal_value=0 6.64322e-08 -3.51662e-09 4.60892e-06 2.3223e-05 -1.32967e-07 -5.44815e-06 2.77512e-07 4.68684e-06 -3.46545e-06 8.13402e-08 -2.17334e-08 2.96181e-06 1.93237e-05 -7.68349e-07 -2.92861e-07 2.06306e-06 -2.0768e-06 1.56211e-05 2.35326e-06 -9.08984e-08 5.79369e-06 1.80344e-05 -2.49878e-07 -8.39178e-08 -2.28572e-07 -1.14552e-07 -4.33502e-06 -1.33346e-06 -3.99077e-06
internal_weight=0 3098 3077 84 47 2993 116 87 62 42 2877 2845 237 44 193 2608 171 131 40 106 2585 68 43 2517 2490 2466 2446 173 149 129
internal_count=3121 3098 3077 84 47 2993 116 87 62 42 2877 2845 237 44 193 2608 171 131 40 106 2585 68 43 2517 2490 2466 2446 173 149 129
is_linear=0
shrinkage=0.1


Tree=5331
num_leaves=31
num_cat=0
split_feature=132 1185 393 50 399 49 132 403 399 399 47 2 47 40 0 3 12 16 42 13 42 9 10 130 39 148 457 2 1 51
split_gain=2.18504e-07 1.13856e-06 4.21395e-07 3.05808e-07 2.27196e-07 1.74823e-07 5.14338e-07 3.48341e-07 3.34136e-07 1.73806e-07 1.65556e-07 1.91442e-06 1.09428e-06 3.25122e-07 3.51697e-07 3.80779e-07 1.33505e-06 9.15399e-07 3.16352e-07 4.43157e-07 7.88325e-07 2.37584e-07 9.17345e-07 2.0965e-07 3.81607e-07 2.20792e-07 2.40763e-07 1.41799e-06 2.01219e-06 3.4229e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.10483000000000002 0.09227500000000001 0.099080000000000015 0.09567500000000001 -0.41127499999999995 -0.08989999999999998 0.088015000000000024 0.093190000000000009 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.049474999999999998 -0.026509999999999995 0.10299500000000002 0.08401500000000002 -0.078844999999999985 -0.0098899999999999978 -0.076384999999999995 0.094365000000000018 0.08925000000000001 0.053330000000000009 -0.22699999999999995 0.12768500000000002 -0.10665499999999999 0.098180000000000003 0.11389000000000002 0.090740000000000015 0.161415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 10 6 -1 -8 -9 -10 12 -12 21 -13 15 16 -15 -17 -18 -20 -21 23 -23 -3 25 -25 29 28 -28 -27
right_child=1 4 -4 -5 -6 -7 7 8 9 -11 11 13 -14 14 -16 17 18 -19 19 20 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=1.2917504960796578e-05 2.3431612498825418e-05 -9.7995010533354211e-06 -1.4263160326287296e-05 -1.1204821954312071e-05 1.0683403988878126e-05 -6.3702636794005236e-06 9.8634808074123069e-06 -1.1770087406956819e-05 8.1037332711275658e-06 -4.4032968969531802e-06 -3.2117594478222601e-05 1.031866173367167e-05 2.2986895618530632e-05 -2.123200218838681e-05 -1.3950809911875696e-05 -6.0504899290838064e-06 1.2294124940126495e-05 2.0238548165286409e-05 4.3489226777356964e-06 -1.9516600243015866e-05 4.2280499522756397e-06 2.3029090249608652e-05 -3.4081838589372643e-06 1.0086031534228824e-05 1.2056651275298254e-05 -2.0599971829083686e-07 -1.1569690478178306e-05 -2.8652338451138348e-05 2.7001164423944872e-05 8.2415413066419014e-06
leaf_weight=32 21 22 29 27 20 32 21 36 20 25 20 27 21 31 20 26 23 27 81 27 29 21 35 21 26 2273 38 20 21 49
leaf_count=32 21 22 29 27 20 32 21 36 20 25 20 27 21 31 20 26 23 27 81 27 29 21 35 21 26 2273 38 20 21 49
internal_value=0 2.3155e-07 -3.02364e-06 -1.3348e-06 6.22655e-08 2.70566e-07 1.85644e-06 -1.6137e-06 -4.58927e-06 1.15538e-06 -1.20602e-08 -2.19015e-06 2.53894e-07 -1.33277e-07 -1.20222e-06 -1.57259e-07 -2.23822e-06 7.34204e-06 1.44183e-06 -3.80088e-07 -7.22026e-06 6.49021e-08 6.50579e-06 -8.11262e-08 6.21209e-09 -1.23149e-07 -2.12442e-07 -5.6414e-06 2.15892e-06 -2.77355e-08
internal_weight=0 2899 222 193 2878 166 134 102 81 45 2858 311 2547 291 264 244 191 53 160 137 56 2526 56 2470 2448 2422 2401 79 59 2322
internal_count=3121 2899 222 193 2878 166 134 102 81 45 2858 311 2547 291 264 244 191 53 160 137 56 2526 56 2470 2448 2422 2401 79 59 2322
is_linear=0
shrinkage=0.1


Tree=5332
num_leaves=31
num_cat=0
split_feature=1203 42 1200 1185 1203 401 401 43 1209 1210 0 43 1210 1210 1 1 403 12 12 1213 52 50 1 2 0 2 1210 2 12 1210
split_gain=1.85775e-07 5.14309e-07 2.85443e-07 2.4983e-07 3.0706e-07 2.01984e-07 2.66589e-07 7.49241e-07 3.92423e-07 2.0801e-07 4.00431e-07 2.90498e-07 1.41794e-06 1.35008e-06 6.74689e-07 3.20565e-06 5.78578e-07 6.05282e-07 1.67251e-06 9.8542e-07 5.69696e-07 4.87557e-07 9.93956e-07 4.45524e-07 3.50102e-07 3.46798e-07 3.09686e-07 2.90206e-06 1.55431e-06 1.24342e-06
threshold=0.090185000000000001 -0.031659999999999994 0.089190000000000005 -0.089384999999999978 0.087075000000000014 0.13837000000000002 0.11769000000000002 -0.0098449999999999979 -0.093169999999999989 0.0028200000000000005 -0.070499999999999993 0.0034250000000000005 -0.13847499999999999 -0.064799999999999983 0.089875000000000024 0.094220000000000012 -0.014954999999999998 0.090840000000000018 0.094225000000000017 -0.051744999999999992 0.088555000000000009 0.11941000000000002 0.10171500000000001 0.097605000000000011 -0.073309999999999986 0.10882500000000002 -0.079504999999999978 0.084715000000000013 0.087765000000000024 -0.05860499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 8 -8 -5 11 -11 12 -10 -13 16 -16 20 -18 -19 -20 -15 22 -17 -21 25 -24 27 -14 -29 -28
right_child=1 -3 -4 4 -6 -7 7 -9 9 10 -12 13 26 14 15 21 17 18 19 23 -22 -23 24 -25 -26 -27 29 28 -30 -31
leaf_value=-9.199160740536173e-06 -9.699670210325385e-06 1.6973185195941673e-05 5.8452532559587991e-06 -1.4145620771159883e-05 1.0395060436556899e-05 -1.0141728553207941e-05 1.698640703213436e-05 -7.1435406095009646e-06 2.1148015605376713e-05 1.1866597924381495e-05 -5.6146010956581453e-06 -2.5583178679274473e-05 -3.7248947496880739e-05 4.34828553330763e-06 -4.201236929061865e-05 2.2246564167289766e-05 -1.6372368112407583e-06 3.399037090643798e-05 2.2634233374403614e-05 -1.0887100773970815e-05 -1.7126872480730527e-05 -1.4817380335898633e-05 -5.1672040381862861e-06 3.904248115255931e-06 -1.0579080565025146e-05 1.1690014759116584e-05 2.3277659886883595e-05 2.8416243955575739e-05 -1.0536375902163509e-05 -9.2000894065155512e-08
leaf_weight=30 21 24 27 20 28 20 31 22 32 38 20 24 21 21 22 20 123 21 21 32 30 20 26 56 33 23 23 20 21 2251
leaf_count=30 21 24 27 20 28 20 31 22 32 38 20 24 21 21 22 20 123 21 21 32 30 20 26 56 33 23 23 20 21 2251
internal_value=0 5.02063e-06 -9.55651e-07 -1.18568e-07 -2.8334e-08 -1.25912e-07 -5.84879e-08 6.9702e-06 -1.86151e-07 -8.98122e-08 5.8386e-06 -2.10885e-07 2.40651e-07 -2.47622e-06 -1.23835e-06 -6.87691e-06 1.43255e-06 3.39125e-06 8.14898e-06 3.17036e-06 -8.28416e-06 -5.41008e-07 2.25828e-06 -1.47442e-06 -2.61691e-06 2.74537e-06 -4.57512e-08 -7.01882e-06 8.4649e-06 1.44368e-07
internal_weight=0 72 48 3049 3019 2991 2971 53 2918 2898 58 2840 2368 472 448 144 304 253 130 109 51 122 102 88 82 49 2336 62 41 2274
internal_count=3121 72 48 3049 3019 2991 2971 53 2918 2898 58 2840 2368 472 448 144 304 253 130 109 51 122 102 88 82 49 2336 62 41 2274
is_linear=0
shrinkage=0.1


Tree=5333
num_leaves=31
num_cat=0
split_feature=12 130 10 0 9 9 10 10 2 151 10 45 52 52 0 52 403 13 1212 52 403 4 43 13 2 13 13 3 13 43
split_gain=1.82576e-07 4.20042e-07 1.67945e-07 5.9772e-07 7.83373e-07 4.21655e-07 1.79648e-07 7.68504e-07 5.99086e-07 3.72614e-07 2.49975e-07 2.21855e-07 2.00411e-07 8.23942e-07 1.65361e-06 1.05846e-06 7.88141e-07 4.75085e-07 4.6703e-07 1.86656e-06 8.53803e-07 7.49146e-07 8.03463e-07 5.93897e-07 7.60203e-07 2.18849e-06 1.77259e-06 4.3001e-06 1.70202e-06 9.06901e-07
threshold=0.23631000000000002 -0.22461999999999996 0.0036750000000000007 -0.080119999999999983 0.092890000000000014 0.091600000000000015 -0.086389999999999981 -0.0097449999999999985 -0.0091949999999999983 -0.078349999999999989 -0.39453499999999991 0.094030000000000016 0.093665000000000012 0.10160000000000001 -0.072594999999999979 0.10611000000000001 -0.44023999999999991 -0.097224999999999992 0.087505000000000013 0.11277500000000001 -0.082384999999999986 -0.070499999999999993 -0.010344999999999998 -0.090639999999999984 0.092480000000000021 -0.080759999999999985 -0.081029999999999977 -0.078244999999999995 -0.077799999999999994 -0.06984499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 9 -8 -9 -3 -11 12 -10 14 -14 -15 -17 -18 19 -19 -20 22 -21 -23 26 -26 27 -25 -28 -30
right_child=-2 2 3 4 -6 -7 7 8 11 10 -12 -13 13 15 -16 16 17 18 20 21 -22 23 -24 24 25 -27 28 -29 29 -31
leaf_value=1.2484228594715847e-05 -8.8767228728260232e-06 5.6918477791138379e-06 1.7313160402409266e-05 -1.2354382585423688e-05 1.1124592704921573e-05 -1.4637013299534375e-05 1.4367902759978598e-05 -1.4193959113223781e-05 5.5081751260668849e-07 -3.2960423897313145e-06 -1.8386447551338715e-05 -7.900411364565635e-06 -4.265982600348228e-07 1.6257876018244134e-05 -3.6115934024039124e-05 -1.9574874184637221e-05 8.2113957331684007e-06 -3.1119551137883471e-05 2.1863582878722811e-05 -7.211483975741871e-07 -6.6845089531852866e-06 -1.9742140402740918e-05 2.3325683198057356e-05 -5.3565219367066261e-07 2.5314947149514836e-05 -3.5636891326525396e-06 2.7845828790304949e-05 -5.6662821710536576e-05 9.2761519938547927e-06 -1.6434557635554535e-05
leaf_weight=27 23 21 25 30 27 20 37 30 2205 23 21 35 37 36 20 23 54 22 22 33 20 20 24 39 34 115 20 21 23 34
leaf_count=27 23 21 25 30 27 20 37 30 2205 23 21 35 37 36 20 23 54 22 22 33 20 20 24 39 34 115 20 21 23 34
internal_value=0 6.589e-08 -4.32911e-08 4.42148e-06 -1.23276e-06 -1.65777e-07 -6.82951e-08 4.80811e-08 -1.36723e-07 -5.26762e-06 -1.04983e-05 1.19259e-08 1.1076e-07 -1.51458e-06 -1.29492e-05 -3.07596e-07 -1.49084e-06 -6.26119e-07 -1.74374e-06 -2.83607e-06 8.26925e-06 -1.12192e-06 9.40383e-06 -3.0826e-06 -1.9176e-06 3.02607e-06 -7.29428e-06 -2.01802e-05 2.74666e-06 -6.06006e-06
internal_weight=0 3098 3071 82 57 2989 2969 2904 2867 65 44 2837 2802 597 57 540 504 481 427 385 42 363 57 306 286 149 137 60 77 57
internal_count=3121 3098 3071 82 57 2989 2969 2904 2867 65 44 2837 2802 597 57 540 504 481 427 385 42 363 57 306 286 149 137 60 77 57
is_linear=0
shrinkage=0.1


Tree=5334
num_leaves=31
num_cat=0
split_feature=1208 1209 1208 1208 1209 1209 1209 401 43 52 133 12 1211 15 1211 1211 1212 1210 43 2 1212 402 402 402 401 390 133 51 133 402
split_gain=1.76522e-07 2.90912e-07 6.48726e-07 5.03736e-07 2.26989e-07 2.82213e-07 4.97656e-07 2.23019e-07 8.90808e-07 2.41646e-06 4.51508e-07 6.34479e-07 2.90753e-07 7.42796e-07 3.05468e-07 4.89544e-07 2.45105e-07 1.37021e-06 1.03432e-06 1.28485e-06 5.38934e-07 3.10074e-07 4.73907e-07 4.88052e-07 6.27487e-07 4.27069e-07 2.73954e-07 5.8881e-07 5.12101e-07 8.5653e-07
threshold=0.11846000000000001 0.11743500000000001 0.10233500000000001 0.089655000000000012 -0.092099999999999987 -0.084519999999999984 -0.069599999999999981 -1.0000000180025095e-35 0.055925000000000009 0.10263500000000002 0.50628500000000021 0.094835000000000017 0.11048500000000001 0.088850000000000012 0.091735000000000011 0.087635000000000005 -0.089544999999999986 -0.13847499999999999 -0.0037449999999999996 0.084245000000000014 -0.41103999999999991 0.11522000000000002 0.11174500000000002 0.10708500000000001 0.09530000000000001 0.088375000000000023 -0.085499999999999979 -0.22411499999999998 -0.42035499999999998 0.084450000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 9 -8 12 -12 14 -14 15 16 18 -18 20 -20 -9 22 23 24 25 26 27 -19 -29 -30
right_child=-2 -3 -4 -5 5 6 7 10 -10 -11 11 -13 13 -15 -16 -17 17 21 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=8.94801362716992e-06 8.2053129867395363e-06 -1.1527251726048153e-05 1.6056134925747756e-05 -1.5936691970637187e-05 -9.7480599788468697e-06 1.3514312148025192e-05 4.4564497800130434e-06 -1.7458797490343431e-05 6.5706455215659668e-06 -4.0726408460614042e-05 -2.1214471901301928e-06 2.1121338261309577e-05 -4.9118061594656743e-06 2.2016076245563456e-05 -9.2847790526591156e-06 1.4390413838080586e-05 -2.6510306270211004e-05 1.248734808789529e-05 -2.0810840569971505e-06 3.2130915797492689e-05 4.4772739026181323e-06 9.547576969470839e-06 -1.5318027820805065e-05 1.3669503053279187e-05 -1.6813506100215423e-05 1.2784160571754911e-05 3.1642438981755119e-08 1.1352272044860001e-06 -1.5043450292954016e-05 -7.6284651657130921e-07
leaf_weight=28 26 22 25 20 30 27 29 21 37 20 23 24 21 20 37 23 20 22 21 23 24 32 21 25 23 25 2184 100 84 84
leaf_count=28 26 22 25 20 30 27 29 21 37 20 23 24 21 20 37 23 20 22 21 23 24 32 21 25 23 25 2184 100 84 84
internal_value=0 -6.89382e-08 1.30933e-08 -1.18493e-07 -1.40138e-08 -9.76594e-08 -1.80583e-10 -1.24167e-07 -5.1416e-06 -1.39855e-05 2.68654e-08 9.74721e-06 -1.35717e-07 8.22375e-06 -2.59494e-07 -1.37262e-07 -2.60606e-07 -4.35919e-07 4.90032e-06 1.58025e-05 -5.75956e-06 -2.35347e-07 -3.57253e-07 -2.33901e-07 -3.71722e-07 -2.20398e-07 -3.5181e-07 -3.2396e-06 -4.53062e-06 -7.90315e-06
internal_weight=0 3095 3073 3048 3028 3000 2970 2943 86 49 2857 47 2810 41 2769 2732 2709 2620 89 44 45 2600 2568 2547 2522 2499 2474 290 268 168
internal_count=3121 3095 3073 3048 3028 3000 2970 2943 86 49 2857 47 2810 41 2769 2732 2709 2620 89 44 45 2600 2568 2547 2522 2499 2474 290 268 168
is_linear=0
shrinkage=0.1


Tree=5335
num_leaves=31
num_cat=0
split_feature=472 1429 156 51 1425 394 400 13 130 400 400 393 403 3 3 50 43 42 3 3 3 401 401 484 484 12 12 13 474 4
split_gain=1.60981e-07 2.7534e-07 1.89132e-07 4.71631e-07 2.17064e-07 1.57505e-07 2.29178e-07 7.39977e-07 6.02673e-07 4.65605e-07 3.75969e-07 2.59164e-07 2.00145e-07 1.7102e-07 7.28612e-07 1.22164e-06 1.70781e-06 1.37353e-06 7.12048e-07 8.12803e-07 5.32003e-07 4.87133e-07 1.11954e-06 4.35233e-07 7.514e-07 4.73643e-07 1.50047e-06 7.1544e-07 8.93421e-07 1.33516e-06
threshold=-0.38234499999999999 -0.23587499999999997 0.12734000000000004 -0.093639999999999987 0.089180000000000009 -0.14580499999999996 -0.082714999999999983 -0.010094999999999998 0.086055000000000006 -0.081749999999999975 -0.090784999999999991 0.10585500000000002 -0.014954999999999998 -0.082594999999999988 -0.083344999999999989 0.090150000000000022 -0.011694999999999999 0.090395000000000017 -0.082334999999999978 -0.082234999999999989 -0.082094999999999987 0.10711000000000001 0.090205000000000021 0.11803500000000001 0.10282500000000001 0.089885000000000007 0.091475000000000015 -0.087714999999999987 0.085685000000000011 -0.0086549999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 12 7 -7 10 -8 -9 13 -3 14 21 16 17 -16 -15 -20 -21 22 23 24 25 27 -27 -11 29 -29
right_child=1 2 3 -5 -6 6 9 8 -10 11 -12 -13 -14 18 15 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-8.1584047620708592e-06 1.0963868835065311e-05 -1.21203456885155e-05 3.9139561760662003e-06 -1.7279720924263878e-05 9.9709406103184762e-06 1.5655446529704839e-05 -1.5287545407431933e-05 -1.8830184590115096e-05 9.8755579252720692e-06 6.5005763234878154e-06 -4.3530232505872845e-07 9.1173043272412494e-06 1.0845245924429038e-06 -1.4417153181204559e-05 1.1679812545632256e-05 -1.0776026147141238e-05 -6.3149150677914312e-06 4.7163146814455106e-05 1.7503651877632367e-05 -1.4330071397645434e-05 -4.283123821744114e-07 1.3917510665123702e-05 -2.1106741343828618e-05 -1.172532361594896e-05 1.9415401933050214e-05 2.027353850230106e-05 5.9074232419690892e-07 -1.7275419060586667e-06 8.9267734305890786e-06 -1.5653299662736917e-05
leaf_weight=24 23 24 21 21 22 39 20 20 29 94 25 31 22 37 24 22 22 20 25 28 1633 25 25 29 21 45 278 330 55 87
leaf_count=24 23 24 21 21 22 39 20 20 29 94 25 31 22 37 24 22 22 20 25 28 1633 25 25 29 21 45 278 330 55 87
internal_value=0 6.32308e-08 -1.8329e-08 -6.68288e-06 7.399e-08 1.65351e-09 9.17698e-08 4.50856e-06 -1.36615e-06 -8.32906e-08 -8.61081e-06 2.4122e-08 -5.80497e-06 -7.65525e-08 9.11952e-07 9.63157e-06 1.64341e-05 2.78086e-05 -6.9444e-07 -3.93289e-07 -6.62659e-07 1.36092e-07 -2.2131e-07 3.34745e-07 7.19077e-07 2.77431e-07 3.33293e-06 -1.46625e-06 -3.05287e-06 -4.63292e-06
internal_weight=0 3097 3074 42 3032 3010 2964 113 74 2851 45 2831 46 2800 1077 88 66 44 1723 1686 1661 989 964 939 910 889 323 566 472 417
internal_count=3121 3097 3074 42 3032 3010 2964 113 74 2851 45 2831 46 2800 1077 88 66 44 1723 1686 1661 989 964 939 910 889 323 566 472 417
is_linear=0
shrinkage=0.1


Tree=5336
num_leaves=31
num_cat=0
split_feature=1429 156 132 1203 1185 50 1204 2 130 13 4 1374 4 4 1375 4 16 1375 15 4 4 11 482 2 42 11 150 147 2 2
split_gain=1.67021e-07 4.07404e-07 1.57634e-07 4.85419e-06 2.52735e-06 7.70305e-07 1.70629e-07 4.86759e-07 4.72744e-07 3.92631e-07 1.85507e-07 2.78752e-06 2.36161e-06 6.5193e-07 1.31187e-06 6.61197e-07 6.01796e-07 5.63992e-07 2.65637e-06 9.88878e-07 1.22886e-06 1.46215e-06 7.53752e-07 8.50124e-07 5.23603e-07 5.03057e-07 4.70614e-07 7.7091e-07 4.52791e-07 2.88253e-06
threshold=-0.23752499999999996 0.32523500000000005 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.093975000000000017 -0.016569999999999994 0.080205000000000012 0.10250500000000003 -0.0065549999999999992 -0.0092149999999999992 0.087110000000000007 -0.0086549999999999978 -0.010024999999999997 -0.082349999999999993 -0.010655 -0.18708499999999997 -0.090674999999999992 -0.074054999999999996 -0.0078799999999999981 -0.0070899999999999991 -0.011194999999999998 0.098465000000000011 0.31358000000000003 -0.23037499999999997 0.098315000000000013 0.12706500000000001 0.097985000000000017 0.082850000000000021 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 7 -6 9 -9 11 13 -12 14 -8 16 -16 18 -14 -19 -21 -22 23 26 -18 28 27 -23 -26 -30
right_child=1 -3 4 -5 6 -7 10 8 -10 -11 12 -13 17 -15 15 -17 24 19 -20 20 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-8.6823691162862822e-06 -1.5622721282073015e-07 1.4287938865891192e-05 -3.3991122770451263e-05 4.8260459581277767e-05 1.6513296717827567e-05 -2.0425151577304255e-05 2.4766294414543417e-05 4.3368591667041819e-06 1.2493750922918219e-05 -1.3814746209671006e-05 3.3301582045003833e-05 -3.7004838391329119e-05 8.6518529613958016e-06 -1.5731060607827709e-05 -1.7872377356979995e-05 1.7661208609069945e-05 1.5661453496704783e-05 1.9608465016871278e-05 -3.7411464325573648e-05 -2.3720923127257266e-05 2.510861574667918e-05 2.9549912489462796e-07 -1.6670869630476003e-05 2.0483465080663641e-05 -3.2215416278328726e-06 -1.599497404640715e-05 1.5328190448826719e-05 -1.7500014157121769e-05 3.4256925006047824e-05 -1.2136086812023354e-07
leaf_weight=22 175 20 22 21 24 21 21 22 21 26 22 21 31 27 20 20 20 27 21 21 24 927 26 21 408 21 20 25 25 999
leaf_count=22 175 20 22 21 24 21 21 22 21 26 22 21 31 27 20 20 20 27 21 21 24 927 26 21 408 21 20 25 25 999
internal_value=0 6.16417e-08 -3.07668e-08 2.56775e-06 -2.27789e-07 -2.3279e-06 3.37577e-08 4.2464e-06 -2.03439e-08 -5.49526e-06 -1.08862e-07 -8.1406e-07 8.48754e-07 -3.27188e-07 -5.60638e-08 -4.00591e-07 -6.42544e-07 2.24115e-07 -9.95064e-06 7.09072e-07 2.29482e-07 7.11705e-07 1.37096e-07 5.77184e-07 -4.08602e-07 -6.298e-07 1.4711e-07 -1.7182e-07 -4.04473e-07 7.17953e-07
internal_weight=0 3099 3079 217 2862 196 2840 93 69 48 2747 1582 1165 1561 1534 1513 1493 1143 52 1091 1064 1043 1019 993 1473 1453 972 952 1432 1024
internal_count=3121 3099 3079 217 2862 196 2840 93 69 48 2747 1582 1165 1561 1534 1513 1493 1143 52 1091 1064 1043 1019 993 1473 1453 972 952 1432 1024
is_linear=0
shrinkage=0.1


Tree=5337
num_leaves=31
num_cat=0
split_feature=472 1429 132 1185 1203 12 4 10 16 15 33 43 160 160 160 480 2 4 43 158 4 1455 158 0 2 2 42 42 150 133
split_gain=1.72102e-07 2.57093e-07 1.69979e-07 1.18633e-06 4.86675e-07 1.63659e-07 3.76025e-07 2.25459e-07 1.69245e-06 2.16564e-06 3.98022e-07 2.22477e-07 1.8211e-07 1.3059e-06 1.87981e-06 7.60787e-07 1.238e-06 4.99338e-07 9.89166e-07 4.89323e-07 1.04021e-06 5.86806e-07 4.96345e-07 4.36366e-07 4.03059e-07 1.74067e-06 1.70116e-06 1.84648e-06 1.667e-06 2.11946e-06
threshold=-0.38234499999999999 -0.23587499999999997 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 -0.094549999999999981 -1.0000000180025095e-35 -0.080084999999999976 -0.015149999999999999 -0.025879999999999997 -0.04016999999999999 0.086930000000000021 0.087505000000000013 -0.50690499999999983 -0.018859999999999998 0.10380000000000002 -0.081609999999999988 -0.092919999999999989 -0.46695499999999995 0.11070500000000001 0.087545000000000026 0.087815000000000018 0.090395000000000017 0.089165000000000008 0.10874500000000002 0.08784500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 7 8 9 -5 -9 -11 13 14 19 17 -17 18 -14 21 -21 -12 -23 24 26 -26 27 28 29 -24
right_child=1 2 3 5 -6 -7 -8 10 -10 11 12 -13 15 -15 -16 16 -18 -19 -20 20 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-8.435493631016774e-06 1.0598626866577316e-05 -9.3256608324925096e-07 2.3873439100238364e-05 -3.4350431923453941e-05 -1.5266656174827841e-05 -8.3836187296464743e-06 1.25497501564098e-05 1.2234500900376588e-05 1.3990517913264216e-05 -5.9170268468733414e-06 1.4577242742234377e-05 8.9986248144668932e-06 6.2625088844470159e-06 -1.9843556655511446e-05 2.9900069478117075e-05 3.1985066507331793e-05 1.2476819823572633e-06 5.0916186929667254e-07 -2.0593908715937917e-05 -2.8413095267296737e-05 6.5875069594767415e-07 -1.6543523197469768e-05 -5.4229259596118805e-06 1.3992563795000023e-05 2.9864953235119173e-05 -5.0695085598149466e-07 1.3840264764945055e-05 -3.5692100747534525e-05 -3.198375453848712e-05 2.831875189734828e-05
leaf_weight=24 23 193 21 29 27 23 24 27 33 20 25 20 24 36 20 20 38 1745 32 20 32 20 164 20 20 334 45 21 20 21
leaf_count=24 23 193 21 29 27 23 24 27 33 20 25 20 24 36 20 20 38 1745 32 20 32 20 164 20 20 334 45 21 20 21
internal_value=0 6.53722e-08 -1.34387e-08 1.93018e-07 -2.69175e-06 1.7484e-08 8.62475e-08 -2.11194e-08 -4.63572e-06 -1.35439e-05 1.54249e-07 1.5408e-06 3.14916e-08 -1.23211e-06 -3.52827e-07 5.73908e-07 1.18468e-05 2.10873e-07 -9.08402e-06 -1.16827e-06 -1.05227e-05 -4.63296e-07 -1.02873e-06 -5.47651e-07 -1.01294e-06 1.20898e-06 -3.91536e-06 -7.45078e-06 -4.55776e-06 -1.59279e-06
internal_weight=0 3097 3074 2854 220 2833 2810 2786 102 69 2684 40 2657 798 762 1859 58 1801 56 742 52 690 665 645 625 354 271 226 205 185
internal_count=3121 3097 3074 2854 220 2833 2810 2786 102 69 2684 40 2657 798 762 1859 58 1801 56 742 52 690 665 645 625 354 271 226 205 185
is_linear=0
shrinkage=0.1


Tree=5338
num_leaves=31
num_cat=0
split_feature=1429 156 130 12 132 50 1185 1203 52 2 133 399 16 3 160 159 479 0 483 158 1447 3 1447 1447 2 1446 1443 1456 474 474
split_gain=1.7109e-07 3.69325e-07 1.60051e-07 4.30334e-07 1.634e-07 4.96831e-06 2.34631e-06 8.1896e-07 1.72495e-07 2.88227e-07 2.35269e-07 4.54602e-07 1.58079e-07 2.08706e-07 1.57197e-07 9.62765e-07 4.86167e-07 1.76324e-06 2.6282e-07 4.5947e-07 3.07279e-07 1.37936e-06 2.13128e-06 9.90831e-07 9.21736e-07 2.10674e-07 2.56503e-07 3.73563e-07 3.20032e-07 1.05567e-06
threshold=-0.23752499999999996 0.32523500000000005 -0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 0.090645000000000017 0.095040000000000013 -0.37971999999999995 0.084750000000000006 -0.090764999999999985 -0.08824499999999999 -0.54913999999999985 -0.025879999999999997 0.10061500000000002 -0.079829999999999998 -0.47356499999999996 0.13634500000000002 -0.085709999999999995 -0.085784999999999986 -0.086849999999999997 -0.084549999999999986 0.087415000000000007 0.11655500000000001 1.0000000180025095e-35 0.11510000000000002 0.091650000000000009 0.088710000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -6 8 10 -10 -4 -12 -13 -14 15 -8 18 -18 -16 20 21 -20 24 -22 -23 26 27 28 29 -25
right_child=1 -3 3 -5 6 -7 14 -9 9 -11 11 12 13 -15 16 -17 17 -19 19 -21 23 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-8.7874760124991141e-06 -8.9421908796794011e-06 1.3607523906102869e-05 -8.6991332716786787e-06 1.3968247309425022e-05 -3.280144152416721e-05 4.8802655033969568e-05 -7.1402053876998694e-06 -2.1552294128923677e-05 1.4063366129448696e-05 -2.9138944773876577e-06 1.3706797277076736e-05 4.3133888580500343e-06 1.6217552515824892e-06 -1.0787340551993994e-05 -1.0374811938618223e-05 1.7203395094611552e-05 -2.7496542632941506e-05 1.1997661199529831e-05 2.3355798151290705e-05 1.5236841618389009e-05 -2.1316999812949111e-05 -5.063198186689988e-06 -2.7075800780158204e-05 -9.7963505633023847e-08 2.4290215173016845e-05 -9.5296107642555057e-06 1.016342154616723e-05 1.3594738420579232e-05 -4.668226469133615e-06 1.7916883652188435e-05
leaf_weight=22 20 20 37 22 22 21 33 20 20 20 21 22 23 33 24 32 26 20 30 20 22 20 23 2278 23 23 25 20 146 33
leaf_count=22 20 20 37 22 22 21 33 20 20 20 21 22 23 33 24 32 26 20 30 20 22 20 23 2278 23 23 25 20 146 33
internal_value=0 6.23851e-08 -2.55989e-08 3.26986e-08 -6.82504e-08 2.57598e-06 -2.71725e-07 -2.37688e-06 -1.97858e-07 5.57474e-06 -1.89568e-06 6.47025e-07 -2.86907e-06 -5.69075e-06 -1.59513e-08 4.84434e-06 -1.31545e-07 -1.03251e-05 4.29637e-08 1.36853e-07 2.25887e-08 5.57647e-06 -2.50504e-06 -1.86745e-07 1.06375e-05 -2.63981e-09 8.49383e-08 -1.67824e-08 -1.2758e-07 1.5928e-07
internal_weight=0 3099 3079 3059 3037 217 2820 196 176 40 136 99 78 56 2798 65 2733 46 2687 2663 2643 96 66 2547 43 2525 2502 2477 2457 2311
internal_count=3121 3099 3079 3059 3037 217 2820 196 176 40 136 99 78 56 2798 65 2733 46 2687 2663 2643 96 66 2547 43 2525 2502 2477 2457 2311
is_linear=0
shrinkage=0.1


Tree=5339
num_leaves=31
num_cat=0
split_feature=156 475 12 2 43 142 11 0 147 147 483 13 4 4 47 10 1 3 12 2 1 4 43 0 0 2 52 1429 4 148
split_gain=1.83549e-07 2.55839e-07 2.056e-07 8.55408e-07 8.13126e-07 7.32929e-07 4.86192e-07 3.43403e-07 2.97644e-07 2.54783e-07 2.84086e-07 2.63917e-07 6.42792e-07 7.21575e-07 4.89992e-07 4.31398e-06 2.12423e-06 7.28186e-07 2.10442e-06 6.7257e-07 1.82656e-06 6.33927e-06 2.57813e-06 2.68109e-06 1.42235e-06 7.50916e-07 9.5858e-07 8.33055e-07 5.61569e-07 5.43929e-07
threshold=0.3248100000000001 0.13528000000000004 0.12757000000000002 0.097070000000000004 -0.23714499999999997 -0.057499999999999989 -0.014494999999999999 -0.046359999999999991 0.099730000000000027 0.093875000000000014 -0.47181499999999993 -0.016469999999999995 -0.42529999999999996 -0.17966999999999997 0.094160000000000008 -0.012054999999999998 0.093205000000000024 0.099930000000000005 0.051320000000000005 0.080205000000000012 0.094090000000000021 -0.076229999999999978 -0.011694999999999999 -0.081584999999999977 -0.078904999999999989 0.083385000000000015 0.084505000000000011 -0.080244999999999997 0.08184000000000001 -0.079549999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 -7 -6 9 10 -8 12 -12 -14 15 -13 -16 18 -18 20 21 22 23 -17 -22 26 -21 -27 -19 -29
right_child=-2 -3 3 4 7 6 8 -9 -10 -11 11 14 13 -15 16 19 17 28 -20 25 24 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=1.7916774007021706e-05 -8.9003270145242474e-06 1.1066168943736037e-05 -2.2395288275826412e-05 1.7668112486717292e-05 -1.3269727543078699e-05 -1.481421837235592e-05 1.0115918881099211e-05 3.2985302182582519e-06 9.8541366300665805e-06 -9.8514580713526822e-06 -1.4627927007357799e-05 -4.4403438011675881e-05 1.7456821363091216e-05 -7.7566142377746483e-07 2.97227059344286e-05 4.35740977660647e-05 -3.161873729699106e-05 2.063537530489157e-05 1.2638046251552062e-05 -2.8690786530205516e-05 -2.7023646271118196e-05 6.6065872961189608e-05 -2.0111274592788202e-05 -2.9190914574428461e-07 3.1505596500776805e-06 2.048312553597498e-05 2.2701610214426182e-06 -1.1705377013034497e-05 -2.5172299832444302e-06 8.7925392612046253e-07
leaf_weight=23 23 21 21 20 29 22 28 22 31 26 33 21 22 1627 31 22 22 20 21 20 21 20 30 38 61 21 20 36 22 747
leaf_count=23 23 21 21 20 29 22 28 22 31 26 33 21 22 1627 31 22 22 20 21 20 21 20 30 38 61 21 20 36 22 747
internal_value=0 6.60672e-08 -9.00661e-09 -4.66514e-06 5.78983e-07 1.34499e-07 -3.58065e-09 -6.12264e-06 1.07247e-07 3.37871e-09 9.22534e-08 -6.05224e-09 -8.08961e-07 -5.32414e-07 1.14526e-06 4.68188e-07 7.31482e-06 -8.57468e-07 -1.0005e-05 1.37775e-06 6.71981e-06 1.51411e-05 3.82444e-06 1.57923e-05 -4.57698e-06 1.62491e-07 -1.32103e-05 8.27804e-07 8.50782e-06 3.0065e-07
internal_weight=0 3098 3077 92 71 2985 2962 51 2940 2909 2883 2855 1682 1649 1173 1057 116 85 43 1036 192 110 90 60 82 844 40 804 42 783
internal_count=3121 3098 3077 92 71 2985 2962 51 2940 2909 2883 2855 1682 1649 1173 1057 116 85 43 1036 192 110 90 60 82 844 40 804 42 783
is_linear=0
shrinkage=0.1


Tree=5340
num_leaves=31
num_cat=0
split_feature=32 47 47 47 131 393 1 47 3 3 1 1 484 1 1209 1210 1208 1209 1203 398 398 1201 130 40 43 49 97 97 34 9
split_gain=1.81069e-07 1.88245e-07 1.7172e-06 7.6439e-07 3.45962e-07 3.18762e-07 3.10184e-07 8.51822e-07 7.77984e-07 2.75288e-07 2.63267e-07 2.93464e-07 3.36674e-07 3.40997e-07 2.54164e-07 2.39476e-07 3.61997e-07 3.53692e-07 2.12046e-07 2.33497e-07 3.21381e-07 2.47753e-07 2.21684e-07 2.58024e-07 3.31374e-07 4.15593e-07 2.59251e-07 3.99817e-07 7.73384e-07 3.81789e-07
threshold=0.078360000000000013 0.092165000000000011 0.09585500000000001 0.090100000000000013 0.13767000000000004 0.12679500000000002 0.099990000000000009 0.10670500000000001 -0.05647499999999999 -0.078934999999999991 0.111945 0.11751000000000002 -0.0087999999999999988 0.12811000000000003 0.14268500000000003 0.15724500000000002 0.10233500000000001 -0.094304999999999986 -1.0000000180025095e-35 0.087820000000000023 0.10586000000000002 -0.080909999999999996 -0.22699999999999995 -0.085734999999999992 -0.15582499999999996 -0.048674999999999989 -0.085734999999999992 -0.0047149999999999996 -0.080814999999999984 0.08925000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 14 8 -8 9 -4 -9 -12 -13 -14 15 16 17 -1 -19 21 -21 -20 -23 24 -24 -26 -25 -28 -29 -30
right_child=-2 2 6 -5 -6 -7 7 10 -10 -11 11 12 13 -15 -16 -17 -18 18 19 20 -22 22 23 26 25 -27 27 28 29 -31
leaf_value=-1.3314942843862811e-05 9.0401232517416983e-06 -2.6484887548071532e-05 -2.8660495515471973e-06 1.8772411861143405e-05 -1.2431970547636823e-05 1.1178277222475467e-05 1.858550010313463e-05 -9.3740925607293062e-06 -2.0984079772419635e-05 9.6126626183170394e-06 1.0308401017717753e-05 -1.2342318705989222e-05 1.2737262979845538e-05 -2.5902400176029066e-06 1.1283637331871433e-05 -9.2310554854131122e-06 1.0317747605417e-05 8.5376164673201352e-06 9.5950643332832469e-06 -1.548055641883959e-05 1.2365581705639868e-06 -1.0266894380384613e-05 1.4427190678897465e-05 -1.0937691391694155e-05 1.1424125739809133e-05 -7.1857516770381019e-06 1.1250189797259913e-05 -1.8842432744101892e-05 -1.7219894908634023e-07 9.8062769141576544e-06
leaf_weight=20 22 27 90 22 22 26 28 27 22 22 29 21 21 47 20 28 34 29 27 23 23 21 28 22 21 28 31 22 2279 39
leaf_count=20 22 27 90 22 22 26 28 27 22 22 29 21 21 47 20 28 34 29 27 23 23 21 28 22 21 28 31 22 2279 39
internal_value=0 -6.41758e-08 -2.30664e-06 2.06704e-07 5.77995e-08 1.58783e-07 -1.80215e-07 2.61728e-06 -3.79191e-06 -4.14874e-07 -4.66237e-07 1.572e-06 -1.27469e-06 2.14325e-06 5.2472e-08 -3.14993e-08 6.58137e-08 -6.7583e-08 3.45948e-08 -6.15782e-08 -7.122e-06 6.74049e-08 -3.58656e-08 5.11188e-08 5.74892e-06 7.8991e-07 -1.3222e-07 -3.19588e-08 -1.81423e-07 -4.3126e-09
internal_weight=0 3099 334 2765 2743 2721 307 173 134 112 145 118 89 68 2695 2675 2647 2613 2593 2564 46 2518 2491 2470 77 49 2393 2371 2340 2318
internal_count=3121 3099 334 2765 2743 2721 307 173 134 112 145 118 89 68 2695 2675 2647 2613 2593 2564 46 2518 2491 2470 77 49 2393 2371 2340 2318
is_linear=0
shrinkage=0.1


Tree=5341
num_leaves=31
num_cat=0
split_feature=12 130 132 1185 15 1186 1429 156 1429 47 47 10 47 47 44 47 484 160 1 47 47 1428 157 148 447 147 474 1429 2 2
split_gain=1.97431e-07 3.85361e-07 1.61632e-07 1.1507e-06 3.57426e-07 4.21061e-07 1.70452e-07 3.45222e-07 1.71244e-07 1.7067e-07 1.81228e-07 2.21314e-06 1.10297e-06 7.76642e-07 4.94736e-07 8.92213e-07 4.52498e-07 2.80224e-07 2.98495e-07 7.06021e-07 5.76292e-07 2.07498e-07 3.2029e-07 1.96822e-07 2.66626e-07 3.17495e-07 2.30388e-07 5.88421e-07 2.46015e-07 1.0737e-06
threshold=0.23631000000000002 -0.22562499999999999 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.14397500000000002 0.094160000000000008 -1.0000000180025095e-35 0.089785000000000018 0.097970000000000015 0.099360000000000018 0.10254000000000001 -0.078424999999999981 -0.080719999999999986 0.10727500000000002 0.12033500000000001 0.11774000000000001 -0.071779999999999997 0.41580000000000006 -0.10069499999999999 0.094580000000000011 0.092070000000000013 -0.082254999999999981 -0.012159999999999999 0.10559 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -5 8 -8 10 12 -12 21 -13 15 -15 -17 -18 20 -20 -19 -10 23 -23 25 26 -25 -28 -29 -30
right_child=-2 2 3 6 -6 -7 7 -9 9 -11 11 13 -14 14 -16 16 17 18 19 -21 -22 22 -24 24 -26 -27 27 28 29 -31
leaf_value=1.2433816107659368e-05 -9.2307698018292129e-06 3.9528804439793358e-07 2.3492286051069169e-05 -9.2018604209442867e-06 -1.3894723233534023e-05 -1.4585674788187526e-05 -7.9563995541320775e-06 1.3154023727111054e-05 -1.0037450292657014e-05 -8.9344326365140412e-06 3.458408973529004e-05 -1.7088224869136563e-05 -1.7289948706043967e-05 2.0667115768446821e-05 -1.2423056610218325e-05 -1.0142991424888147e-05 1.3844632762595125e-05 -1.3872748308256572e-05 1.5512515405033709e-05 -4.4333442851244139e-06 6.4290457144293383e-06 8.5670544746318666e-06 1.193475052233502e-05 -8.2237895800490693e-06 -9.7198450605771683e-06 9.1627162826051465e-06 1.5026685059638113e-05 4.3414421233563667e-07 -1.3965044555527241e-05 -2.0071580828451424e-07
leaf_weight=25 23 176 21 20 25 21 27 20 20 21 20 24 37 26 22 31 21 29 36 35 27 27 23 34 28 38 26 1771 66 401
leaf_count=25 23 176 21 20 25 21 27 20 20 21 20 24 37 26 22 31 21 29 36 35 27 27 23 34 28 38 26 1771 66 401
internal_value=0 6.85228e-08 -3.20735e-08 1.70303e-07 -2.63107e-06 -1.20167e-06 -2.75734e-09 6.27167e-08 -3.11278e-08 4.63179e-08 1.15098e-07 2.56998e-06 -1.54134e-07 1.90556e-08 1.82775e-06 3.35711e-06 8.42808e-07 3.14389e-06 1.37447e-06 5.68005e-06 -4.08438e-06 1.06353e-07 1.90394e-07 7.74205e-08 -1.95423e-08 9.67284e-08 -5.31878e-08 6.95156e-08 -1.0425e-07 -2.146e-06
internal_weight=0 3098 3073 2851 222 197 2830 2810 2790 2763 2742 271 2471 251 227 205 179 148 127 71 56 2434 2414 2391 2364 2336 2298 2264 2238 467
internal_count=3121 3098 3073 2851 222 197 2830 2810 2790 2763 2742 271 2471 251 227 205 179 148 127 71 56 2434 2414 2391 2364 2336 2298 2264 2238 467
is_linear=0
shrinkage=0.1


Tree=5342
num_leaves=31
num_cat=0
split_feature=472 1428 2 12 130 132 1203 1185 50 1 10 13 40 15 16 10 9 14 45 13 14 3 3 15 475 157 50 48 0 1375
split_gain=1.93358e-07 2.63989e-07 4.10447e-07 1.58549e-07 3.14178e-07 1.61273e-07 4.59131e-06 2.39897e-06 9.03365e-07 1.67858e-07 6.67122e-07 6.57878e-07 4.33774e-07 7.23019e-07 3.47562e-07 3.19855e-07 3.65523e-07 2.24544e-07 1.01745e-06 9.19137e-07 2.12334e-07 1.98327e-07 8.94379e-07 4.5887e-07 8.79313e-07 1.07643e-06 1.03058e-06 1.41816e-06 1.34621e-06 8.48345e-07
threshold=-0.38234499999999999 0.094820000000000015 0.10497000000000002 0.23631000000000002 -0.22562499999999999 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.093975000000000017 0.13686500000000004 0.11294000000000003 0.01128 -0.07632499999999999 -0.43375999999999998 -0.11676499999999999 0.053330000000000009 0.089995000000000006 -0.31455999999999995 0.094030000000000016 -0.074044999999999986 -1.0000000180025095e-35 -0.0037349999999999996 1.0000000180025095e-35 -0.088429999999999995 -0.024084999999999999 -0.071119999999999989 0.091320000000000012 -0.072824999999999987 -0.23051499999999997 -0.062154999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 8 -7 -6 10 15 12 -11 -14 -15 16 17 19 20 -9 -19 -22 -23 29 25 -25 27 -26 -29 -24
right_child=1 2 -4 -5 5 7 -8 9 -10 11 -12 -13 13 14 -16 -17 -18 18 -20 -21 21 22 23 24 26 -27 -28 28 -30 -31
leaf_value=-8.9412550854225024e-06 1.1190433582669357e-05 -1.9892043246727555e-06 1.8270291348017055e-05 -8.3076928208554261e-06 -6.6389034354765553e-08 -3.3162367915131404e-05 4.4809661563783231e-05 -8.8185260045231015e-06 -2.2022968055407113e-05 1.3002339810554986e-05 1.6430256477178773e-05 -1.9250840717755968e-05 -1.5556269529781731e-05 1.0049716950037912e-05 -4.0661425213624466e-06 -1.042700769803246e-05 1.3273329004245431e-05 1.0360808155382984e-05 -1.9786897680135626e-05 1.8287439374473944e-05 -3.4367996302598362e-07 2.1761783417869911e-05 1.3467080389091281e-05 -2.0754455367123544e-05 -1.0401008711158755e-05 7.2668646050890224e-06 -1.3036272453477566e-05 3.7956738257586649e-05 9.9519344768821701e-06 -9.680210062793107e-06
leaf_weight=24 25 20 20 23 174 22 23 22 21 20 25 22 32 33 37 29 21 20 26 29 2116 22 20 29 27 26 22 21 94 76
leaf_count=24 25 20 20 23 174 22 23 22 21 20 25 22 32 33 37 29 21 20 26 29 2116 22 20 29 27 26 22 21 94 76
internal_value=0 6.93014e-08 8.14054e-06 -3.63086e-08 2.63947e-08 -6.63607e-08 2.55316e-06 -2.70966e-07 -2.43094e-06 -9.6408e-09 1.72718e-07 -3.33388e-06 -4.6361e-07 -3.10399e-06 2.58848e-06 1.63951e-08 1.34193e-07 2.59884e-08 -1.08066e-07 6.59467e-06 9.8828e-08 1.51592e-08 2.26829e-06 9.06835e-07 3.43382e-06 -7.50801e-06 7.10334e-06 1.02236e-05 1.50659e-05 -4.85786e-06
internal_weight=0 3097 40 3057 3034 3009 218 2791 195 2769 2625 144 122 102 70 2600 2571 2550 2499 51 2473 2453 337 315 219 55 164 142 115 96
internal_count=3121 3097 40 3057 3034 3009 218 2791 195 2769 2625 144 122 102 70 2600 2571 2550 2499 51 2473 2453 337 315 219 55 164 142 115 96
is_linear=0
shrinkage=0.1


Tree=5343
num_leaves=31
num_cat=0
split_feature=130 12 44 45 47 0 47 0 47 393 131 2 131 13 484 12 0 0 52 2 148 447 457 15 15 15 1 484 1375 49
split_gain=1.77736e-07 4.19015e-07 1.7075e-07 2.19686e-07 1.68869e-07 1.37957e-06 5.22537e-06 1.37472e-06 6.02564e-07 2.74679e-07 2.6766e-07 2.38612e-07 2.33806e-07 3.94199e-07 2.24802e-07 3.27497e-07 2.53438e-07 4.32442e-07 3.77669e-07 2.05972e-07 2.05671e-07 2.56097e-07 2.29421e-07 9.30151e-07 1.79763e-06 1.29485e-06 1.19879e-06 3.25718e-07 1.69355e-06 1.55495e-06
threshold=-0.23647499999999996 0.23631000000000002 0.094585000000000016 1.0000000180025095e-35 0.092165000000000011 -0.10224499999999999 0.10678000000000001 -0.09595999999999999 0.089785000000000018 0.12679500000000002 0.13767000000000004 0.11704500000000001 0.11669000000000002 -0.0097949999999999982 -0.078424999999999981 0.086095000000000019 -0.070499999999999993 -0.080119999999999983 -0.26636999999999994 0.089320000000000024 -0.10069499999999999 0.094580000000000011 0.084650000000000017 -0.015744999999999999 -0.0079099999999999986 -0.074054999999999996 0.095950000000000021 0.091180000000000011 -0.090674999999999992 0.10595500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 -6 -7 9 10 12 -8 20 -14 -9 -16 17 19 -18 -17 -2 22 27 25 -25 26 -24 28 -22 -29
right_child=1 -3 -4 -5 5 7 11 14 -10 -11 -12 -13 13 -15 15 16 18 -19 -20 -21 21 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=-9.3967272368900007e-06 8.5862335591055279e-06 1.3812334812386823e-05 6.537095972210712e-06 -1.0314629506475675e-05 -5.7820625079330058e-05 2.5283080855264089e-05 8.7521014073125248e-06 -7.7405821184584055e-06 1.6681245969349138e-05 1.0292790018586227e-05 -1.1020139814377218e-05 -4.6698497709048053e-06 1.3222144334901844e-05 -2.1341397314245116e-06 -6.1817616983717014e-06 9.7713055631422989e-06 -2.3636313116526254e-07 -1.1788129354396338e-05 1.8750545049525419e-05 -2.897466505861043e-06 -2.4673499269581579e-05 -9.6986419959778561e-06 -6.2046827924160214e-06 3.7987580362823792e-05 9.4871626467800905e-07 -1.7782983325430125e-05 1.969229130433329e-05 3.5255685840131549e-07 -3.4558862962990263e-07 2.9337520148449886e-05
leaf_weight=20 27 22 39 21 20 22 27 40 22 26 22 26 35 32 50 33 20 22 22 21 29 28 39 20 38 35 33 156 2153 21
leaf_count=20 27 22 39 21 20 22 27 40 22 26 22 26 35 32 50 33 20 22 22 21 29 28 39 20 38 35 33 156 2153 21
internal_value=0 6.06023e-08 -3.76562e-08 -1.22003e-07 -5.1104e-08 -2.29027e-06 -1.42674e-05 1.51117e-06 1.987e-07 6.4099e-08 -3.55809e-08 2.16775e-06 5.57495e-08 5.8878e-06 -1.00317e-06 6.00977e-07 3.47502e-06 2.98348e-08 9.70916e-06 4.84456e-06 -9.57616e-08 -1.87617e-07 -8.2106e-08 3.5228e-06 1.37207e-05 -2.00506e-06 5.66476e-06 -3.34251e-07 -6.6892e-07 3.79145e-06
internal_weight=0 3101 3079 3040 3019 303 73 230 2716 2694 2668 53 2646 67 208 168 118 76 42 54 2579 2552 2524 165 58 107 72 2359 2182 177
internal_count=3121 3101 3079 3040 3019 303 73 230 2716 2694 2668 53 2646 67 208 168 118 76 42 54 2579 2552 2524 165 58 107 72 2359 2182 177
is_linear=0
shrinkage=0.1


Tree=5344
num_leaves=31
num_cat=0
split_feature=12 130 132 1185 1203 474 1 0 474 154 0 1 12 142 45 1456 4 1429 1 1 1 1 16 1 1 1 1 1 0 13
split_gain=1.77695e-07 2.89913e-07 1.72907e-07 1.19687e-06 5.86345e-07 1.67214e-07 8.05816e-07 1.45364e-06 2.91655e-07 1.88267e-07 2.0176e-07 9.96302e-07 1.93819e-07 6.78358e-07 5.2384e-07 5.1915e-07 3.98023e-07 2.65515e-07 2.42775e-07 2.14615e-06 1.32641e-06 9.59993e-07 1.52076e-06 9.31344e-07 3.1497e-06 3.9917e-06 2.57833e-06 2.45647e-06 1.99616e-06 6.76209e-07
threshold=0.23631000000000002 -0.22461999999999996 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.090834999999999985 0.10234000000000001 -0.050064999999999991 -1.0000000180025095e-35 0.085530000000000009 -0.24955499999999997 0.10781 0.12757000000000002 -0.057499999999999989 0.083445000000000005 0.11510000000000002 -0.011884999999999998 0.11023000000000001 0.10672000000000002 0.102705 0.096255000000000021 0.096860000000000016 0.037555000000000005 0.092845000000000025 0.09202500000000001 0.091535000000000019 0.093400000000000025 0.094090000000000021 -0.077084999999999987 -0.074044999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 -5 -7 10 11 -10 13 -12 15 17 -14 18 19 20 23 -22 -23 24 25 -15 -25 -28 -29 -20
right_child=-2 2 3 5 -6 8 -8 -9 9 -11 12 -13 16 14 -16 -17 -18 -19 29 -21 21 22 -24 26 -26 -27 27 28 -30 -31
leaf_value=1.0381963686625197e-05 -8.7572499108753863e-06 -8.013910918145065e-07 2.3969023753861187e-05 6.0124411782836488e-07 -1.652505748266035e-05 9.2109925162731088e-06 1.059304037619313e-05 -3.2705762678233447e-05 1.7553683934209169e-05 -9.407961185085395e-06 1.7573688743058567e-05 -1.1073901896452299e-05 2.9065511295233261e-06 7.1783374551243783e-08 -1.2775680400523016e-05 1.1699815614089236e-05 -1.6115519958310126e-05 -1.1014435635429849e-05 -1.7672806775617812e-06 -1.8049842989980721e-05 3.0668169870295969e-05 -2.4339073653939775e-06 2.5716260992274853e-05 -3.9228610694408418e-05 3.3333747498025853e-05 -4.2800121677415028e-05 2.5529238988989774e-05 -3.5324294193465585e-05 3.0526564015334856e-06 5.9093994820822852e-06
leaf_weight=27 23 195 21 38 27 35 25 20 31 21 22 20 22 1692 32 38 22 22 228 67 20 61 28 23 28 22 24 23 33 231
leaf_count=27 23 195 21 38 27 35 25 20 31 21 22 20 22 1692 32 38 22 22 228 67 20 61 28 23 28 22 24 23 33 231
internal_value=0 6.50156e-08 -2.56902e-08 1.83767e-07 -2.71373e-06 7.14416e-09 -4.41496e-06 -1.08839e-05 1.40855e-07 2.37125e-08 9.73701e-08 6.32718e-06 -2.30698e-08 8.85656e-08 -6.09961e-08 9.91889e-08 -6.60448e-06 -7.69996e-08 2.0026e-08 -4.51493e-07 1.51931e-07 1.08711e-05 6.42233e-06 -4.81343e-07 6.49826e-08 -4.78498e-07 -9.72114e-06 -1.23774e-06 -1.27093e-05 2.09615e-06
internal_weight=0 3098 3071 2849 222 2828 83 58 2745 2710 2689 51 2638 2594 2572 2540 44 2502 2480 2021 1954 109 89 1845 1742 1714 103 80 56 459
internal_count=3121 3098 3071 2849 222 2828 83 58 2745 2710 2689 51 2638 2594 2572 2540 44 2502 2480 2021 1954 109 89 1845 1742 1714 103 80 56 459
is_linear=0
shrinkage=0.1


Tree=5345
num_leaves=31
num_cat=0
split_feature=46 44 1456 12 12 12 142 11 147 150 456 147 147 32 34 34 123 9 2 16 132 1186 393 1203 2 160 158 158 158 1455
split_gain=1.78496e-07 6.29474e-07 3.10182e-07 1.90844e-07 2.83661e-07 3.70552e-07 5.4035e-07 3.38362e-07 2.81704e-07 2.2552e-07 1.06303e-06 4.76142e-07 2.66076e-07 2.35777e-07 4.93797e-07 3.61201e-07 9.82989e-07 7.50265e-07 6.48362e-07 1.36271e-06 2.10851e-07 4.56803e-06 2.36195e-06 4.84338e-07 2.22609e-07 2.21311e-07 3.12288e-07 2.50183e-07 2.63249e-07 3.06346e-07
threshold=0.084955000000000017 0.10049500000000001 0.11772000000000001 0.23631000000000002 0.14786000000000002 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 0.099730000000000027 0.12640500000000002 -0.085409999999999986 0.092070000000000013 0.090335000000000013 1.0000000180025095e-35 -0.085739999999999983 -0.057544999999999992 0.084880000000000025 0.091600000000000015 -1.0000000180025095e-35 -0.056919999999999991 -0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.087075000000000014 0.10497000000000002 0.51752500000000012 0.12105 0.11533 0.11054500000000002 -0.097209999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8 9 11 -11 12 13 14 -9 16 -16 18 19 -17 21 23 25 24 -20 26 27 28 29 -22
right_child=1 -3 -4 -5 -6 -7 7 8 -10 10 -12 -13 -14 -15 15 17 -18 -19 20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.53736303574355e-05 1.9562462002795657e-05 -3.8442698631250232e-06 -8.9549290432608887e-06 -9.4796012706952069e-06 9.3070054362849053e-06 -1.0244346480508935e-05 -1.2369024904563214e-05 -1.2585590798886598e-05 9.7196023375545351e-06 1.0998594405550866e-05 -1.7956595229406958e-05 1.2425326366933259e-05 -1.125046011717738e-05 1.0131050756804736e-05 2.5467325460795113e-05 -5.6790242661008959e-06 -4.550554391850407e-06 -1.5260791735727255e-05 -1.9415166958830268e-06 3.1235816277330744e-05 -8.6177406512888423e-06 4.7158414236037065e-05 -3.4528231881267855e-05 -1.542397052768744e-05 8.100661731684038e-06 1.045608049935254e-05 -8.9818963960379526e-06 1.0654615834937431e-05 -9.876258382569682e-06 2.1158947276817507e-07
leaf_weight=23 20 27 39 21 33 35 22 31 30 21 32 31 21 23 20 20 24 32 121 20 40 21 20 24 27 20 39 22 27 2235
leaf_count=23 20 27 39 21 33 35 22 31 30 21 32 31 21 23 20 20 24 32 121 20 40 21 20 24 27 20 39 22 27 2235
internal_value=0 6.11604e-06 -9.35127e-08 2.03572e-08 8.6548e-08 -1.55235e-08 1.06e-07 -1.41351e-08 7.95594e-08 -2.11725e-08 -6.48378e-06 1.00374e-07 -3.67172e-08 4.84196e-08 -3.6123e-08 1.07326e-07 9.09394e-06 -4.08791e-08 1.43885e-07 1.27784e-05 -5.07919e-08 3.12925e-06 -3.06201e-07 -2.2464e-06 -1.09498e-07 -1.89832e-08 -1.07642e-07 4.12803e-08 -6.01504e-08 5.63485e-08
internal_weight=0 47 3074 3035 3014 2981 2946 2923 2901 2871 53 2818 2787 2766 2743 2712 44 2668 2636 40 2596 193 2403 172 148 2383 2363 2324 2302 2275
internal_count=3121 47 3074 3035 3014 2981 2946 2923 2901 2871 53 2818 2787 2766 2743 2712 44 2668 2636 40 2596 193 2403 172 148 2383 2363 2324 2302 2275
is_linear=0
shrinkage=0.1


Tree=5346
num_leaves=31
num_cat=0
split_feature=130 12 403 484 481 403 50 4 2 15 3 2 2 2 402 52 2 1210 3 0 13 52 132 43 1204 4 403 1210 1210 1212
split_gain=1.83742e-07 4.29896e-07 1.72627e-07 1.7798e-06 3.79768e-06 9.47551e-07 7.53579e-07 1.30266e-06 6.99397e-07 1.4566e-06 1.42963e-06 1.05435e-06 8.2576e-07 1.4194e-06 6.24307e-07 8.15572e-07 8.95368e-07 9.87225e-07 1.30145e-06 9.80806e-07 3.54435e-07 2.83063e-07 2.73756e-07 6.67656e-06 5.22185e-06 1.05567e-06 3.41879e-07 1.99625e-06 8.82908e-07 8.50772e-07
threshold=-0.23647499999999996 0.23631000000000002 -0.084339999999999984 -0.081614999999999979 -0.081614999999999979 -0.083444999999999991 0.090630000000000016 -0.079164999999999985 0.084985000000000019 0.08517000000000001 -0.082794999999999994 0.085625000000000021 0.084145000000000011 0.083865000000000009 -0.45454999999999995 0.11434500000000002 0.086950000000000013 -0.00092999999999999995 -0.082879999999999995 -0.068189999999999987 -0.029529999999999997 0.060015000000000006 -0.083284999999999984 -0.011694999999999999 -0.082199999999999981 -0.069999999999999993 -0.0047449999999999992 -0.064344999999999999 -0.064799999999999983 0.11796000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 8 -8 9 12 -11 -10 13 21 -13 16 -16 18 -18 20 -19 -6 23 -7 -24 -25 27 -26 -28 -29
right_child=1 -3 5 4 6 22 7 -9 11 10 -12 14 -14 -15 15 -17 17 19 -20 -21 -22 -23 24 25 26 -27 28 29 -30 -31
leaf_value=-9.5541650625818875e-06 -2.5470299877507268e-05 1.3990768068403915e-05 -2.204543707193807e-05 4.2644672224844766e-05 5.4307909002610752e-06 5.7812606064544526e-05 3.0020088252058487e-05 -2.3657197954418263e-06 2.2236704127863053e-05 -6.0126519322996809e-06 -4.052866631354846e-05 1.5442586613062303e-05 -1.0890476681247997e-05 2.9292312484314957e-05 -1.8019411435365e-05 -2.0472614614845952e-05 -1.3880118475836671e-06 1.3906477017206436e-05 3.2632806766702308e-05 -2.1618607536311175e-05 -7.4989819274902194e-07 -1.1192201807261883e-05 -4.6869613307383891e-05 -2.5286135999067481e-05 3.3211540795448297e-05 -4.096700484194963e-07 -1.5423596406244064e-05 3.6163069655136998e-06 -4.9201053340175683e-08 -1.7437038310242276e-05
leaf_weight=20 23 22 20 23 21 20 23 27 25 30 20 25 36 21 22 20 22 22 23 20 66 20 24 20 21 116 38 116 2192 23
leaf_count=20 23 22 20 23 21 20 23 27 25 30 20 25 36 21 22 20 22 22 23 20 66 20 24 20 21 116 38 116 2192 23
internal_value=0 6.16218e-08 -3.79044e-08 1.68533e-06 3.02563e-06 -3.63257e-07 9.68661e-07 1.25318e-05 -5.0247e-07 -5.9302e-06 -1.98191e-05 2.77632e-06 1.15596e-06 8.15066e-06 5.64912e-07 -1.34248e-06 8.43819e-07 3.55618e-06 1.60004e-05 -1.62892e-06 2.9142e-06 -2.67799e-06 -1.94524e-07 3.86543e-06 -4.56891e-07 -4.06797e-06 9.17854e-09 4.47426e-06 -3.11186e-07 1.3266e-07
internal_weight=0 3101 3079 489 466 2590 443 50 393 148 50 245 98 62 220 195 175 153 45 108 88 41 2570 156 2414 136 2390 160 2230 139
internal_count=3121 3101 3079 489 466 2590 443 50 393 148 50 245 98 62 220 195 175 153 45 108 88 41 2570 156 2414 136 2390 160 2230 139
is_linear=0
shrinkage=0.1


Tree=5347
num_leaves=31
num_cat=0
split_feature=132 393 1203 12 4 12 133 12 1208 1208 403 1213 2 402 1210 133 12 12 403 1212 12 1209 403 402 43 0 12 42 43 1213
split_gain=1.97022e-07 1.08745e-06 5.51549e-07 1.68985e-07 3.81946e-07 1.94332e-07 6.91035e-07 5.30104e-07 2.80417e-07 3.32624e-07 2.98865e-07 1.86354e-06 4.72744e-06 4.58658e-07 4.64566e-07 2.3063e-07 2.29651e-07 2.85538e-07 2.36923e-07 3.67662e-07 2.8379e-07 2.56822e-07 3.48261e-07 1.66455e-06 2.21318e-07 8.02998e-07 5.43822e-07 4.03217e-07 3.9752e-07 7.52675e-07
threshold=-0.083174999999999985 0.12069000000000002 0.088820000000000024 0.23631000000000002 0.63113500000000011 0.12757000000000002 0.017095000000000003 0.11650500000000001 0.11846000000000001 0.10683000000000002 -0.5335399999999999 0.04198000000000001 0.083935000000000023 0.23460000000000003 -0.094799999999999982 -0.50375999999999987 0.11351500000000002 0.10866500000000003 0.62487500000000018 -0.094469999999999985 0.090695000000000012 -0.084519999999999984 -0.44023999999999991 -0.45454999999999995 0.084740000000000024 -0.11437499999999999 0.10673000000000001 0.11839500000000001 0.055925000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 7 -7 8 9 10 11 12 -2 14 -12 -16 17 18 19 20 -17 -21 23 -23 26 -26 27 28 -24 -30
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 13 -13 -14 -15 15 16 -18 -19 -20 21 -22 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=-9.7753117092883468e-07 -3.9501706696466415e-05 2.2893267586845296e-05 -1.5991262036355433e-05 -8.4828097343510624e-06 1.2685318536872123e-05 -1.8984549118929706e-05 4.2261776076790333e-06 1.2019698767068582e-05 1.1214147467729742e-05 -1.209614538706576e-05 1.3507041081538773e-05 3.1224843249739415e-05 2.5466961101964598e-05 -1.3946906680454655e-05 6.6045455789245187e-06 -2.3289815690310582e-06 -8.7398676299699215e-06 9.3233160999173581e-06 1.0505773448130641e-05 8.2842453152157499e-06 -1.5665914318358573e-05 1.1165708336591251e-05 -1.4733238885964772e-07 -2.9144549114876315e-05 -2.2609128636759126e-05 -8.8500859695821475e-07 -1.331059947309162e-05 1.1050430186835858e-05 -4.9861407581414353e-06 1.9058436431199275e-05
leaf_weight=194 21 21 28 23 24 23 29 37 22 23 25 21 24 24 49 39 32 31 20 35 27 20 2057 21 20 114 30 34 23 30
leaf_count=194 21 21 28 23 24 23 29 37 22 23 25 21 24 24 49 39 32 31 20 35 27 20 2057 21 20 114 30 34 23 30
internal_value=0 2.19877e-07 -2.87115e-06 5.44351e-08 1.23212e-07 1.67154e-08 -6.04011e-06 1.30049e-07 -3.03874e-08 -1.21336e-07 -1.92147e-08 6.62717e-06 -4.85175e-06 -1.85943e-07 -5.92594e-08 -1.90614e-07 -3.22064e-07 -2.14359e-07 -3.34063e-07 -4.22551e-07 -7.785e-06 -2.18725e-07 -3.45419e-07 -9.48101e-06 -1.83132e-07 -4.12741e-06 5.99843e-08 2.47073e-07 7.29901e-08 8.624e-06
internal_weight=0 2899 222 2878 2855 2831 52 2779 2742 2720 2697 66 45 2631 2607 2582 2533 2501 2470 2450 66 2384 2349 41 2308 134 2174 2144 2110 53
internal_count=3121 2899 222 2878 2855 2831 52 2779 2742 2720 2697 66 45 2631 2607 2582 2533 2501 2470 2450 66 2384 2349 41 2308 134 2174 2144 2110 53
is_linear=0
shrinkage=0.1


Tree=5348
num_leaves=31
num_cat=0
split_feature=1208 1208 403 3 403 1210 1210 46 46 0 2 0 0 132 400 1204 0 481 0 3 2 9 2 403 12 403 400 1375 16 4
split_gain=1.76852e-07 3.92351e-07 1.81297e-07 1.90788e-06 8.20361e-07 2.5483e-07 2.13702e-07 1.73756e-07 2.40906e-07 1.80616e-07 1.2704e-06 1.82322e-07 1.90866e-06 1.26357e-06 7.21013e-06 5.67676e-06 1.0765e-06 7.13525e-07 1.06749e-06 2.05168e-06 5.41222e-07 4.47886e-07 6.64872e-07 4.2152e-07 1.11611e-06 4.40548e-07 4.06722e-07 3.9152e-07 1.08971e-06 1.00933e-06
threshold=0.12461500000000002 0.10837500000000001 -0.54856499999999986 -0.085784999999999986 -0.5335399999999999 -0.3960249999999999 -0.094799999999999982 0.10987500000000001 0.083550000000000013 -0.23811499999999999 0.10912000000000001 -0.082394999999999982 -0.082619999999999985 -0.083284999999999984 -0.082199999999999981 -0.081484999999999988 -0.082009999999999986 -0.15447499999999997 -0.083264999999999992 -0.083924999999999986 0.097605000000000011 0.088235000000000022 -0.0050599999999999994 -0.34918499999999997 0.097575000000000009 -0.14125499999999999 -0.064794999999999978 0.057835000000000004 -0.087659999999999988 -0.0060199999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7 8 9 10 -8 12 17 14 -13 -15 -17 -11 21 -20 -16 22 -19 24 -18 -25 -27 -24 -29 -30
right_child=-2 -3 4 -5 5 6 7 -9 -10 11 -12 13 -14 15 20 16 23 18 19 -21 -22 -23 27 25 -26 26 -28 28 29 -31
leaf_value=1.8911825386567218e-05 -9.3733345033797393e-06 1.3072835621563212e-05 1.9306752322088207e-05 -1.9805693820152167e-05 -1.1051486927456045e-05 8.4004873497178791e-06 2.5191328422806691e-05 8.7715391786828562e-06 -9.3800648098100031e-06 -1.5987573268485621e-05 -8.0609920082174048e-06 6.5078659168307248e-05 -2.8322913363808767e-05 -5.2990452986705355e-05 -1.1795815714452017e-05 1.7513159262897398e-05 -4.7608397665044325e-06 1.3815667065841809e-05 -9.9086281048514695e-06 3.0845362498439503e-05 5.7902492250962367e-06 -1.4209044881378455e-05 -1.2932962784247676e-06 -1.3935274024413008e-05 2.2087252194372316e-05 1.2657820036110935e-05 -2.4073528657154747e-07 2.5414138785674282e-05 6.0401924981436296e-06 -1.8515368655740034e-05
leaf_weight=20 20 23 22 35 21 30 20 22 28 29 27 20 25 20 35 37 32 32 21 30 35 24 1218 23 30 25 1104 21 70 22
leaf_count=20 20 23 22 35 21 30 20 22 28 29 27 20 25 20 35 37 32 32 21 30 35 24 1218 23 30 25 1104 21 70 22
internal_value=0 6.04594e-08 -3.67741e-08 -5.7266e-06 6.67456e-08 -7.43007e-08 3.05526e-09 -8.23424e-08 -1.48867e-07 -5.97386e-08 6.08893e-06 -1.61031e-07 -9.24538e-07 6.75966e-07 1.21264e-05 -1.34846e-07 7.10168e-07 -4.57627e-07 -1.44436e-07 1.40643e-05 -3.00278e-06 -6.66891e-07 -4.28438e-07 1.9805e-07 8.23017e-06 -2.34234e-07 4.48837e-08 -7.70896e-07 4.85993e-06 1.6821e-07
internal_weight=0 3101 3078 55 3023 3001 2980 2950 2928 2900 47 2853 1492 1361 90 1271 1251 1467 1438 51 70 1387 1363 1214 62 1152 1129 1331 113 92
internal_count=3121 3101 3078 55 3023 3001 2980 2950 2928 2900 47 2853 1492 1361 90 1271 1251 1467 1438 51 70 1387 1363 1214 62 1152 1129 1331 113 92
is_linear=0
shrinkage=0.1


Tree=5349
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1201 402 43 1213 1210 132 132 4 130 1204 13 130 12 402 402 1209 42 1209 401 401 133 1209 12 12 51 2 474
split_gain=2.07855e-07 9.6865e-07 5.60679e-07 1.92725e-07 1.84646e-07 6.35718e-07 1.10475e-06 4.59589e-07 1.65473e-07 3.9176e-07 3.70768e-07 1.8146e-07 2.02012e-07 1.70112e-07 1.64583e-07 4.09018e-07 1.64193e-07 2.74305e-07 2.08813e-07 1.52018e-06 6.00593e-07 3.20663e-07 2.25815e-07 2.15866e-07 5.11354e-07 1.7986e-07 4.43223e-07 2.4509e-06 2.42301e-06 3.76027e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.08261499999999998 -0.45015499999999992 0.055925000000000009 0.0065300000000000002 0.24726500000000004 -0.41127499999999995 -0.44750499999999993 0.11275500000000001 0.088310000000000013 -0.0030749999999999996 -0.0093149999999999986 -0.23647499999999996 0.23631000000000002 0.31278000000000006 0.15960500000000002 -0.084519999999999984 0.087505000000000013 -0.069599999999999981 -0.099524999999999988 0.12463 0.41553500000000004 0.11386000000000002 0.10388500000000002 0.099815000000000015 -0.057604999999999996 0.095195000000000016 -0.26322499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -3 5 6 -5 14 9 -1 11 12 13 -10 -6 16 17 18 19 -16 -20 -22 23 24 25 26 29 -28 -29 -23
right_child=1 3 -4 4 7 -7 -8 -9 10 -11 -12 -13 -14 -15 15 -17 -18 -19 20 -21 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-2.8699410383042587e-06 2.1624910905735479e-05 9.6145321051500077e-06 -1.6177294563541573e-05 -2.8446029897498775e-05 -9.0311310123070148e-06 5.8970144496492319e-06 4.0276264644489855e-06 1.3627301246742717e-05 4.7585049200653676e-06 1.4768177179576015e-05 -1.5459205951628973e-05 5.6959140493972885e-06 -1.0496377567156182e-05 -5.7670416538257998e-06 1.2241225134778728e-05 1.3653682045018783e-05 8.7715487877306123e-06 -1.1772856705647429e-05 1.5849459744761894e-05 -2.3052270626067185e-05 -1.0321398420766551e-05 -1.2228650906763505e-05 9.7319661397439933e-06 -8.4461412673893694e-06 1.6013166441553039e-05 2.9510833369214949e-06 1.5124281621378293e-05 -2.9888434334640372e-07 -4.728074271129334e-05 1.0453776357864198e-07
leaf_weight=34 21 21 28 22 20 31 20 25 34 20 20 32 26 28 23 22 21 20 24 26 30 25 24 30 20 186 28 23 21 2216
leaf_count=34 21 21 28 22 20 31 20 25 34 20 20 32 26 28 23 22 21 20 24 26 30 25 24 30 20 186 28 23 21 2216
internal_value=0 2.25834e-07 -2.94904e-06 6.96908e-08 -4.67278e-10 -4.96511e-06 -1.29824e-05 1.29712e-07 -1.03981e-06 3.6627e-06 -2.85363e-06 -7.52705e-07 -3.09766e-06 5.03227e-09 7.40672e-09 7.34055e-08 -3.65562e-08 -1.05165e-07 -1.79629e-08 -6.48594e-06 1.02681e-07 -4.25067e-08 7.73405e-08 -1.35622e-08 8.68655e-08 -4.05959e-08 -2.81172e-07 -8.00403e-06 -2.2722e-05 -3.3048e-08
internal_weight=0 2899 222 2878 2857 73 42 2784 194 54 140 120 88 62 2759 2739 2717 2696 2676 49 2627 2603 2573 2549 2519 2499 2313 72 44 2241
internal_count=3121 2899 222 2878 2857 73 42 2784 194 54 140 120 88 62 2759 2739 2717 2696 2676 49 2627 2603 2573 2549 2519 2499 2313 72 44 2241
is_linear=0
shrinkage=0.1


Tree=5350
num_leaves=31
num_cat=0
split_feature=1208 1208 12 130 1429 156 44 1203 132 394 132 1201 4 1375 475 160 475 151 151 2 0 1 1 12 484 2 133 52 2 52
split_gain=1.85526e-07 2.93684e-07 1.74335e-07 3.03046e-07 1.6795e-07 3.44644e-07 1.66662e-07 1.66905e-07 2.01008e-07 8.64584e-07 4.1919e-07 2.30719e-07 1.93857e-07 7.39437e-07 6.00779e-07 1.59259e-06 9.52427e-07 6.78701e-07 9.9006e-07 6.1203e-07 1.5663e-06 1.06978e-06 6.54183e-06 4.50228e-06 1.21709e-06 7.53068e-07 1.22507e-06 6.99232e-07 6.76546e-07 1.11703e-06
threshold=0.12461500000000002 0.10837500000000001 0.23631000000000002 -0.22562499999999999 -0.23752499999999996 0.32523500000000005 0.094585000000000016 -1.0000000180025095e-35 -0.083174999999999985 0.10969000000000002 -0.084644999999999984 -0.080909999999999996 -0.010655 -0.15308499999999997 -0.085684999999999997 -0.081969999999999987 -0.08466499999999999 -0.088279999999999983 -0.10142999999999999 0.08647500000000001 -0.14454499999999995 0.09202500000000001 0.096325000000000008 0.083310000000000009 -0.053834999999999994 0.08839000000000001 0.085355000000000014 -0.085264999999999994 0.092480000000000021 -0.080979999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 10 11 -9 -10 13 -13 15 -14 -16 18 -18 20 -19 23 -23 -22 -25 26 -21 -26 29 -27
right_child=-2 -3 -4 4 5 -7 -8 8 9 -11 -12 12 14 -15 16 -17 17 19 -20 25 21 22 -24 24 27 28 -28 -29 -30 -31
leaf_value=1.1007866025465775e-05 -9.6004363967949768e-06 1.1319881085238077e-05 -8.6958039031267865e-06 -8.7529330275256967e-06 7.2648236042975144e-06 1.3099727621010972e-05 6.5090496778602284e-06 -1.6821754967568883e-06 8.868962140289634e-06 2.0707168222315886e-05 -1.6318562649592589e-05 -1.9215984139009379e-05 -5.493369135365356e-06 -7.4512871009590121e-07 -2.086118496490166e-05 3.1397596169633542e-05 2.5428354463698252e-06 3.0385868503799428e-05 2.3878254608556244e-05 -2.9897126144836268e-05 -4.9328391878589176e-05 5.7378537886424141e-05 -2.7032559637275535e-07 -1.6511047086472296e-05 2.3871988913549064e-05 2.5868982922237713e-05 3.1757308414896781e-06 2.5932049371921825e-06 -2.4812387385877085e-06 5.9685283378886905e-07
leaf_weight=25 20 23 23 22 30 20 38 177 28 20 22 22 25 1460 21 22 87 20 29 24 20 22 187 24 23 23 21 47 523 73
leaf_count=25 20 23 23 22 30 20 38 177 28 20 22 22 25 1460 21 22 87 20 29 24 20 22 187 24 23 23 21 47 523 73
internal_value=0 6.19157e-08 -2.22082e-08 4.30922e-08 -4.73762e-08 1.62947e-08 -7.12784e-08 -1.56042e-07 -2.32284e-07 -7.90707e-09 -3.30027e-06 -1.61295e-07 -2.55888e-07 -1.01932e-06 6.94081e-07 1.17747e-05 2.38844e-07 6.33412e-07 7.87669e-06 -2.00967e-07 3.22915e-06 1.54762e-06 5.79798e-06 -6.24471e-06 2.92203e-06 -1.97285e-06 -1.44631e-05 9.58481e-06 -1.06483e-06 6.65163e-06
internal_weight=0 3101 3078 3055 3030 3008 2988 2950 2920 2721 199 2701 2673 1482 1191 47 1144 1123 116 1007 343 323 209 114 94 664 45 70 619 96
internal_count=3121 3101 3078 3055 3030 3008 2988 2950 2920 2721 199 2701 2673 1482 1191 47 1144 1123 116 1007 343 323 209 114 94 664 45 70 619 96
is_linear=0
shrinkage=0.1


Tree=5351
num_leaves=31
num_cat=0
split_feature=156 472 130 12 1209 1208 403 484 481 50 403 2 15 1 1210 16 13 0 2 402 52 0 393 12 16 400 1210 12 1209 131
split_gain=1.78952e-07 2.34702e-07 1.67635e-07 3.80459e-07 1.63606e-07 1.61387e-07 2.11029e-07 1.66177e-06 2.96003e-06 1.06228e-06 8.55871e-07 7.2846e-07 1.41026e-06 1.25276e-06 1.02383e-06 1.8865e-06 6.02623e-07 4.67668e-07 7.32995e-07 9.45575e-07 2.00848e-06 7.15907e-07 3.10949e-07 2.85251e-07 2.85098e-07 5.33264e-07 1.92378e-07 1.58899e-06 5.25802e-07 2.1046e-07
threshold=0.3248100000000001 -0.097514999999999977 -0.23647499999999996 0.23631000000000002 -0.14444499999999996 0.11531000000000001 -0.084339999999999984 -0.081614999999999979 -0.081614999999999979 0.090630000000000016 -0.083444999999999991 0.084985000000000019 0.08517000000000001 0.088340000000000016 -0.05860499999999999 -0.079734999999999986 -0.016469999999999995 -0.063634999999999983 0.097845000000000015 -0.45454999999999995 0.089575000000000016 -0.07929499999999999 0.11213000000000002 0.089210000000000025 -0.084119999999999986 -0.086244999999999988 -0.089089999999999989 0.088245000000000004 -0.074484999999999982 0.11863000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 -9 11 -8 12 16 -14 15 -13 -10 18 19 -16 23 -20 26 -21 25 -18 27 -12 -28 -30
right_child=-2 2 3 -5 5 -7 10 8 9 -11 22 14 13 -15 17 -17 24 -19 21 20 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=1.0863092311410583e-05 -8.7881487042582403e-06 -9.1302869805076635e-06 8.9744921569945295e-06 1.3157894341020438e-05 -2.4226473984210477e-05 -7.7965667481260395e-06 -2.0989995064155665e-05 3.8263634601405465e-05 1.239901943218654e-05 1.7078392587184985e-05 -1.3171258051443149e-05 -2.4237318239801638e-06 -3.8365156589342021e-05 -4.9206665607925975e-06 1.7338696934530163e-05 3.6892836493754423e-05 9.2919884385385873e-07 -1.4312534906258364e-05 -1.2178842553112191e-07 8.0961957915074102e-06 -3.09385925938841e-05 2.6634654741428676e-05 -1.2338943997747265e-05 -4.5920749177158165e-06 5.0412593823455697e-06 -2.1180187240474882e-05 -1.2966136063141676e-05 2.6690883732953807e-05 4.7800532922840201e-08 -7.8756189984286572e-06
leaf_weight=20 23 20 20 22 23 27 20 23 31 39 20 26 21 24 20 23 24 21 20 37 25 20 21 34 21 20 32 20 2390 34
leaf_count=20 23 20 20 22 23 27 20 23 31 39 20 26 21 24 20 23 24 21 20 37 25 20 21 34 21 20 32 20 2390 34
internal_value=0 6.52595e-08 -4.90186e-09 5.47802e-08 -4.01699e-08 -9.99488e-08 -3.04244e-08 1.96025e-06 3.3642e-06 1.38713e-06 -3.85088e-07 -2.8033e-07 -5.92079e-06 -2.05281e-05 3.23872e-06 1.6031e-05 9.26386e-07 -3.02645e-07 1.5833e-06 -2.44192e-06 -6.56288e-06 1.32564e-05 -2.21363e-07 2.02012e-06 -4.54518e-06 -9.12052e-06 -1.19412e-07 6.75981e-06 -2.31451e-07 -6.33365e-08
internal_weight=0 3098 3078 3058 3036 3016 2989 452 429 406 2537 367 141 45 226 49 96 177 156 116 96 40 2517 71 65 44 2496 40 2456 2424
internal_count=3121 3098 3078 3058 3036 3016 2989 452 429 406 2537 367 141 45 226 49 96 177 156 116 96 40 2517 71 65 44 2496 40 2456 2424
is_linear=0
shrinkage=0.1


Tree=5352
num_leaves=31
num_cat=0
split_feature=12 130 132 50 1185 1203 1204 2 1200 402 1209 2 401 48 47 0 15 12 47 47 131 4 4 2 2 52 401 12 391 133
split_gain=1.89569e-07 2.82414e-07 1.65342e-07 4.41777e-06 2.42504e-06 7.42778e-07 1.8784e-07 4.63826e-07 4.73747e-07 5.67284e-07 1.87513e-07 1.66525e-06 2.78202e-07 1.69382e-07 5.23157e-07 3.62227e-06 2.59833e-06 7.46848e-07 7.27746e-07 6.7656e-07 5.13951e-07 4.9517e-07 1.50545e-06 1.28997e-06 1.95919e-06 3.84268e-07 3.49871e-07 2.18171e-06 9.94513e-07 3.26255e-07
threshold=0.23631000000000002 -0.22562499999999999 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.016569999999999994 0.080205000000000012 0.085330000000000017 -0.064959999999999976 -0.087199999999999986 0.084245000000000014 0.13274500000000003 0.10396500000000002 0.092165000000000011 -0.10224499999999999 -0.10324499999999999 0.089005000000000015 0.10323000000000002 0.089785000000000018 0.096490000000000006 0.033845000000000007 -0.0047449999999999992 0.10402500000000002 0.11870500000000002 -0.046924999999999988 0.10711000000000001 0.088245000000000004 -0.086514999999999981 -0.49970500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 7 -6 -9 -10 11 -8 13 14 19 -16 -17 18 -18 26 25 22 -15 -23 -25 -19 28 -28 -12 -30
right_child=-2 2 4 -5 6 -7 10 8 9 -11 12 -13 -14 21 15 16 17 20 -20 -21 -22 23 -24 24 -26 -27 27 -29 29 -31
leaf_value=1.0652709997884813e-05 -9.045107791557119e-06 5.6595801647183205e-08 -3.3294703627523796e-05 4.6240635295665322e-05 1.6433068245665558e-05 -2.0268710486561758e-05 2.8617166935873684e-05 1.1862059579431409e-05 6.0350496780648393e-06 -1.6697758450312035e-05 -2.0562856525430108e-05 -7.7476620711369082e-06 -9.8068232440103515e-06 1.4353274912346657e-06 -3.6617096456240929e-05 2.9030860620575068e-05 -2.800130295445738e-05 1.4859536230897692e-05 -1.9190401144442148e-06 1.7917695587736185e-05 -1.1867951723781352e-05 1.8933309716625708e-05 3.130053450842665e-05 -3.4848190816341056e-05 1.7729718867561434e-06 -2.8849946869266446e-06 -1.8382099081766989e-05 2.1780610794801186e-05 1.1500096070449219e-05 -2.2381138436284372e-07
leaf_weight=25 23 178 22 21 24 20 20 23 21 23 24 34 30 86 31 27 23 26 20 21 22 21 21 21 48 23 21 38 24 2160
leaf_count=25 23 178 22 21 24 20 20 23 21 23 24 34 30 86 31 27 23 26 20 21 22 21 21 21 48 23 21 38 24 2160
internal_value=0 6.71453e-08 -1.89722e-08 2.62901e-06 -2.22164e-07 -1.99647e-06 3.47559e-08 4.50449e-06 2.31567e-07 -5.84801e-06 -1.13637e-07 5.72079e-06 -2.3089e-07 -1.22769e-07 -3.48714e-07 -5.6675e-06 1.13703e-06 -5.46941e-06 -1.587e-05 5.11241e-08 8.29551e-07 2.69868e-06 7.29672e-06 -2.76789e-06 -9.3726e-06 6.53047e-06 -1.1438e-07 7.48541e-06 -3.17454e-07 -9.49772e-08
internal_weight=0 3098 3073 219 2854 198 2832 91 67 44 2741 54 2687 2657 2460 172 141 114 43 2288 71 197 107 90 69 49 2267 59 2208 2184
internal_count=3121 3098 3073 219 2854 198 2832 91 67 44 2741 54 2687 2657 2460 172 141 114 43 2288 71 197 107 90 69 49 2267 59 2208 2184
is_linear=0
shrinkage=0.1


Tree=5353
num_leaves=31
num_cat=0
split_feature=130 39 132 1185 1186 15 133 130 16 130 130 130 394 1212 133 52 403 401 401 1212 1212 1212 3 402 401 1212 15 133 1210 13
split_gain=1.69781e-07 3.57166e-07 1.89854e-07 1.12246e-06 3.30439e-07 3.15578e-07 2.26851e-07 5.84695e-07 3.27509e-07 1.73389e-07 1.7497e-07 6.31401e-07 3.37293e-07 2.65436e-07 3.86207e-07 4.55748e-07 2.01186e-07 3.58897e-07 2.61805e-07 2.05124e-07 8.66665e-07 5.52292e-07 3.33811e-07 2.95196e-07 3.0354e-07 9.38875e-07 1.3277e-06 6.88488e-07 4.56263e-07 6.43011e-07
threshold=-0.23647499999999996 0.15438500000000002 -0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.37971999999999995 0.096010000000000012 -0.077879999999999991 -0.13392499999999996 -0.0089599999999999975 -0.004729999999999999 -0.096774999999999986 0.089125000000000024 -0.015164999999999998 0.085815000000000016 0.62200000000000011 0.13607500000000003 0.11857000000000002 -0.094469999999999985 -0.088629999999999987 -0.073259999999999978 -0.080884999999999985 0.11522000000000002 -0.078179999999999986 0.11579500000000002 0.095175000000000023 0.51114000000000004 0.0028200000000000005 -0.051094999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 -2 -8 -5 13 -12 -13 14 15 -11 17 18 19 22 -21 -22 -14 24 25 26 -23 28 -26 -30
right_child=1 -3 3 9 -6 -7 8 -9 -10 10 11 12 16 -15 -16 -17 -18 -19 -20 20 21 23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-9.1840412642341108e-06 -1.9045252838623131e-05 1.221106397224503e-05 2.3216700425282833e-05 -9.0410448181154651e-06 -1.4796517206421067e-05 -1.2113108183257282e-05 -9.6046866155507158e-07 2.6233397213879719e-06 1.0614111515143818e-05 1.3897399919817242e-07 -1.3636933551076844e-05 1.0620790023191755e-05 -1.6298385550612695e-05 1.4238610856409651e-05 -1.0149673099394105e-05 1.5804313348920775e-05 -8.6306202084179638e-06 1.306627070464726e-05 -9.8552502044589763e-06 1.9490474527549892e-05 -1.4509019379497308e-05 -2.312859968307229e-06 6.1681011434952128e-07 9.007167045023676e-06 -1.7612483188400188e-07 -8.119897716419979e-06 3.2840195349721897e-05 -1.4529341834449125e-05 2.3335795481216338e-05 -1.1810424557947758e-06
leaf_weight=20 20 24 21 21 21 25 87 33 34 65 34 30 20 20 22 26 27 21 27 23 26 21 28 37 2263 27 22 33 20 23
leaf_count=20 20 24 21 21 21 25 87 33 34 65 34 30 20 20 22 26 27 21 27 23 26 21 28 37 2263 27 22 33 20 23
internal_value=0 5.92243e-08 -3.55577e-08 1.82415e-07 -2.86623e-06 -1.60725e-06 -9.77921e-08 -5.55349e-06 2.29189e-06 1.18508e-08 7.93857e-08 -9.61798e-08 7.76819e-08 3.61974e-06 1.74029e-06 4.61479e-06 -4.3133e-08 4.63546e-08 -6.00339e-08 4.39657e-08 1.68538e-07 -1.12375e-08 -6.43119e-06 1.42868e-07 6.7207e-09 6.49539e-06 1.56724e-05 -1.87468e-07 1.77717e-08 1.02221e-05
internal_weight=0 3101 3077 2857 220 199 174 53 121 2836 2815 2682 2648 133 113 91 2618 2591 2570 2543 2495 2472 48 2446 2409 70 43 2339 2306 43
internal_count=3121 3101 3077 2857 220 199 174 53 121 2836 2815 2682 2648 133 113 91 2618 2591 2570 2543 2495 2472 48 2446 2409 70 43 2339 2306 43
is_linear=0
shrinkage=0.1


Tree=5354
num_leaves=31
num_cat=0
split_feature=12 4 12 1 142 45 3 147 147 1426 474 51 51 2 1429 49 1429 3 51 2 399 13 4 457 2 132 1211 15 15 52
split_gain=1.67987e-07 2.77563e-07 2.29569e-07 7.9505e-07 4.46703e-07 2.59859e-07 3.1139e-06 2.51131e-07 2.74656e-07 4.90956e-07 2.51735e-07 6.24365e-07 8.44246e-07 6.48135e-07 3.12107e-07 5.3532e-07 4.16004e-07 4.46424e-07 8.87386e-07 3.29809e-07 3.07719e-07 3.02863e-07 5.22723e-07 4.99922e-07 5.15733e-07 2.46759e-06 4.44872e-06 1.51827e-06 2.54992e-06 1.25004e-06
threshold=0.23631000000000002 0.63113500000000011 0.12757000000000002 0.11669000000000002 -0.057499999999999989 0.083445000000000005 0.10299500000000002 0.099730000000000027 0.093875000000000014 -0.094284999999999994 -0.084054999999999977 -0.11063499999999998 -0.087719999999999979 0.10644500000000001 -0.060529999999999994 0.086395000000000013 -0.0065149999999999991 -0.16726499999999997 0.012085000000000002 0.10527500000000002 -0.092309999999999989 -0.016469999999999995 -0.42529999999999996 0.09228500000000002 0.084415000000000004 -0.083284999999999984 0.08517000000000001 -0.10203999999999998 -0.087679999999999994 0.08709500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 8 9 -6 11 13 -13 -11 15 -12 -16 18 19 -18 -19 22 -22 24 25 -23 27 -27 -29 -30
right_child=-2 -3 3 -5 5 6 -8 -9 -10 10 14 12 -14 -15 16 -17 17 20 -20 -21 21 23 -24 -25 -26 26 -28 28 29 -31
leaf_value=1.3986667252775869e-05 -8.5146781202638518e-06 9.9745050046554501e-06 1.3699606910222429e-06 -2.195878914790228e-05 1.5353823738180274e-05 -3.743822761180127e-05 1.4224654176229837e-05 9.5413769067980479e-06 -1.0013480348586908e-05 -7.8632809408400844e-06 1.6575759818806546e-05 -2.8265388194389138e-05 9.0282663309370125e-08 1.575701751010326e-05 -1.3667709150798727e-05 -3.7020006975976488e-06 7.3323978976840153e-06 -1.2157631603518636e-05 2.1105330082112537e-05 -7.3756418047802679e-06 -1.331467368193747e-05 2.9669301854001416e-05 -5.9591462030718685e-07 1.2615209002912084e-05 -7.2109308179253047e-07 2.2823514154879379e-05 -4.4309109102869119e-05 -3.0885770154947588e-05 7.8537353739178019e-06 -1.6458313724854181e-05
leaf_weight=23 23 28 48 21 21 20 28 28 27 26 30 21 21 21 22 23 31 21 30 30 33 34 1553 38 637 39 20 22 178 24
leaf_count=23 23 28 48 21 21 20 28 28 27 26 30 21 21 21 22 23 31 21 30 30 33 34 1553 38 637 39 20 22 178 24
internal_value=0 6.32092e-08 -2.7187e-08 -5.73009e-06 1.03936e-07 -3.28443e-09 -7.30155e-06 1.16278e-07 2.53393e-08 1.19617e-07 7.52218e-09 -5.22725e-06 -1.40876e-05 2.69047e-06 1.76019e-07 7.77598e-06 2.74951e-08 1.395e-07 7.02412e-06 9.89357e-08 -1.01554e-07 -3.34695e-09 -8.60555e-07 1.36715e-06 9.19112e-07 4.21505e-06 1.15694e-06 4.61443e-06 1.4441e-06 4.96518e-06
internal_weight=0 3098 3070 69 3001 2978 48 2930 2902 2875 2854 89 42 47 2765 53 2712 2690 91 61 2599 2578 1586 992 954 317 283 263 224 202
internal_count=3121 3098 3070 69 3001 2978 48 2930 2902 2875 2854 89 42 47 2765 53 2712 2690 91 61 2599 2578 1586 992 954 317 283 263 224 202
is_linear=0
shrinkage=0.1


Tree=5355
num_leaves=31
num_cat=0
split_feature=421 9 13 10 2 11 147 147 148 399 132 52 393 1365 472 16 2 3 1209 1209 3 1209 1209 13 13 13 484 160 2 1429
split_gain=1.98519e-07 4.39783e-07 5.28423e-07 4.26024e-07 8.61819e-07 5.6161e-07 2.64692e-07 3.2519e-07 4.91374e-07 1.96348e-07 3.55405e-06 5.61613e-06 3.71424e-07 1.95829e-07 1.88526e-07 2.69117e-07 9.93384e-07 2.06319e-07 5.76371e-07 9.27339e-07 4.83632e-07 4.51949e-07 7.27194e-07 8.80758e-07 4.44047e-07 1.62442e-06 5.08435e-07 8.29812e-07 2.64543e-06 1.03025e-06
threshold=-1.0000000180025095e-35 0.092410000000000006 -0.0039049999999999992 0.053330000000000009 -0.15339499999999998 -1.0000000180025095e-35 0.10735000000000001 0.095485000000000014 -0.098399999999999974 0.091580000000000009 -0.083284999999999984 0.060015000000000006 0.11333500000000001 0.087370000000000017 -0.38234499999999999 0.62925500000000012 0.11093500000000002 -0.082234999999999989 -0.087199999999999986 -0.067109999999999989 -0.082334999999999978 0.10691500000000002 0.086270000000000013 -0.013024999999999998 -0.087714999999999987 -0.090799999999999978 -0.22549499999999997 0.030480000000000004 0.086330000000000004 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 8 -7 12 11 -11 13 14 -10 17 -17 18 -16 -20 21 22 24 -24 25 -21 -26 -28 -29 -30
right_child=1 2 -4 4 -6 6 -8 -9 9 10 -12 -13 -14 -15 15 16 -18 -19 19 20 -22 -23 23 -25 26 -27 27 28 29 -31
leaf_value=-9.9309383358558996e-06 1.5618970310835879e-05 6.9398106948678368e-07 2.1976227462801037e-05 4.6461622241622541e-06 -2.4359008234785593e-05 -1.2815553356328261e-05 -1.0526819066096021e-05 1.0941901075932913e-05 -8.8969693630739744e-06 5.8189204743109228e-05 -1.8516526404255276e-05 -1.2483179001388965e-05 -1.3340411004762807e-05 8.6468010058874475e-06 1.6191308304769336e-05 2.0426582757084231e-05 -5.1821096211356099e-06 -9.1111900454815066e-07 -2.0811328195122772e-05 7.4680329376519704e-07 1.4955448337635367e-05 1.314875497736726e-05 -2.7481671013447341e-05 -2.0807571630474171e-06 1.0526379662420286e-05 2.6762996728090606e-05 5.9026780346020388e-07 -4.1657075489638376e-05 -8.5920962884183211e-06 1.8139161000449565e-05
leaf_weight=20 23 28 20 20 21 30 24 27 24 23 36 22 21 26 24 28 33 1524 20 120 24 28 20 43 44 30 731 20 46 21
leaf_count=20 23 28 20 20 21 30 24 27 24 23 36 22 21 26 24 28 33 1524 20 120 24 28 20 43 44 30 731 20 46 21
internal_value=0 6.4046e-08 9.56158e-06 -8.52766e-08 -1.02101e-05 5.25453e-08 -6.72365e-08 1.74279e-08 -8.29672e-08 4.83869e-08 4.9028e-06 2.36383e-05 -9.07031e-08 8.45719e-09 -7.23331e-08 4.51426e-09 6.5727e-06 -1.44153e-07 8.54015e-07 5.33096e-07 9.11879e-07 6.06307e-07 2.7962e-07 -1.01445e-05 9.28555e-07 5.95004e-06 5.47458e-08 -5.08521e-07 -9.74087e-06 -2.13643e-07
internal_weight=0 3101 48 3053 41 3012 2989 2965 2938 2908 81 45 2827 2806 2780 2756 61 2695 1171 1147 1127 1103 1075 63 1012 150 862 818 87 67
internal_count=3121 3101 48 3053 41 3012 2989 2965 2938 2908 81 45 2827 2806 2780 2756 61 2695 1171 1147 1127 1103 1075 63 1012 150 862 818 87 67
is_linear=0
shrinkage=0.1


Tree=5356
num_leaves=31
num_cat=0
split_feature=132 1185 1186 42 130 42 0 2 399 133 16 43 51 3 4 4 2 12 12 12 3 1208 43 13 133 12 13 51 51 42
split_gain=2.09615e-07 1.0488e-06 2.72473e-07 3.22568e-07 6.13112e-07 4.8427e-07 4.33982e-07 3.5112e-07 1.90297e-07 1.68507e-07 2.15202e-07 1.89425e-07 7.16764e-07 2.44258e-07 2.48807e-07 5.34736e-07 6.60896e-07 2.07388e-07 1.25263e-06 7.231e-07 7.20475e-07 6.21341e-07 5.30488e-07 1.19958e-06 5.04406e-06 1.54815e-06 1.35379e-06 7.68715e-07 6.20581e-07 6.11145e-07
threshold=-0.083174999999999985 -0.014244999999999999 0.049580000000000006 -0.021469999999999996 0.0062100000000000011 -0.010544999999999997 -0.073309999999999986 0.096540000000000015 0.086815000000000017 -0.50375999999999987 -0.080789999999999987 0.084740000000000024 0.081440000000000026 -0.092174999999999993 -0.079329999999999984 0.16173500000000005 0.092755000000000018 0.094580000000000011 0.095175000000000023 0.094070000000000015 -0.047929999999999993 0.10233500000000001 0.055925000000000009 -0.069964999999999986 0.098785000000000012 0.096075000000000008 -0.063184999999999977 0.087305000000000008 0.13455000000000003 0.094365000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 7 8 -6 10 -3 17 13 -13 -15 16 -16 19 -19 21 22 -11 23 24 29 -25 -27 -28 -29 -20
right_child=1 9 -4 5 6 -7 -8 -9 -10 11 -12 12 -14 14 15 -17 -18 18 20 -21 -22 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=-1.6875475316169287e-05 2.1496028389462838e-05 1.1426637144628834e-05 -1.3800113482007181e-05 1.5835380823277362e-05 7.5499136346479646e-06 -1.8138294677246792e-06 1.222011090931119e-05 -1.5700840583576793e-05 -4.7431061629514955e-06 1.8086913514766208e-07 -1.5260970408927161e-06 6.0278485857691666e-06 -2.1053170421510007e-05 5.8577010008775694e-06 -2.4971197521865731e-05 2.9276278679589735e-06 -2.093691663113922e-06 -2.1077251455843057e-05 -1.1869521548154202e-05 1.4112702709285376e-05 -1.5200171160798956e-05 1.6710322141910225e-05 1.2382821213187917e-05 -1.9065576445002315e-05 -5.2373686183025054e-05 2.3854208211560036e-05 2.0642062083505266e-07 2.7531958803592715e-05 3.1932526429624314e-06 7.1045081109206938e-06
leaf_weight=32 23 29 21 22 20 53 20 20 34 2021 23 38 20 24 23 41 28 31 24 39 31 23 35 31 22 32 261 20 22 58
leaf_count=32 23 29 21 22 20 53 20 20 34 2021 23 38 20 24 23 41 28 31 24 39 31 23 35 31 22 32 261 20 22 58
internal_value=0 2.26782e-07 -2.9615e-06 -1.82911e-06 -4.91982e-06 3.36327e-06 -8.49808e-07 -4.38222e-06 -1.90136e-07 5.6687e-08 5.69754e-06 -4.71814e-08 -3.24338e-06 -9.30423e-07 -3.20986e-06 -5.57531e-06 -1.2411e-05 1.62682e-07 -1.53291e-06 6.24229e-07 -4.02549e-07 3.66866e-07 5.0582e-07 -3.78638e-07 -9.85604e-06 2.31439e-06 4.29284e-06 2.22695e-06 1.47831e-05 1.55113e-06
internal_weight=0 2899 222 201 126 75 94 74 54 2876 52 2824 174 154 116 92 51 2650 567 2083 536 2044 505 470 104 366 335 303 42 82
internal_count=3121 2899 222 201 126 75 94 74 54 2876 52 2824 174 154 116 92 51 2650 567 2083 536 2044 505 470 104 366 335 303 42 82
is_linear=0
shrinkage=0.1


Tree=5357
num_leaves=31
num_cat=0
split_feature=132 132 132 403 42 15 132 42 2 1208 1208 402 1209 1209 1210 1209 1210 1210 401 1 402 16 401 390 1 121 10 0 9 9
split_gain=1.6979e-07 9.13535e-07 2.71332e-07 7.18026e-07 1.48871e-06 5.38075e-07 3.30467e-07 2.27544e-07 2.10702e-07 1.71591e-07 2.60481e-07 3.49833e-07 3.64234e-07 2.38101e-07 2.43706e-07 2.12576e-07 3.5539e-07 6.41869e-07 1.99396e-07 5.98987e-07 1.27459e-06 5.52139e-07 3.54025e-07 3.01997e-07 2.20332e-07 5.82627e-07 2.2452e-07 7.33768e-07 1.00378e-06 5.23224e-07
threshold=-0.083174999999999985 -0.050879999999999988 -0.41127499999999995 -0.074254999999999988 -0.027559999999999998 0.08517000000000001 -0.44750499999999993 -0.074124999999999983 0.085485000000000019 0.11531000000000001 0.10233500000000001 0.23460000000000003 0.10656 0.091045000000000001 -0.094799999999999982 0.087485000000000021 -0.079504999999999978 -0.064344999999999999 0.10022000000000002 0.085760000000000017 0.11462500000000002 -0.078464999999999993 0.092675000000000021 0.088375000000000023 0.16540500000000002 -0.094339999999999993 0.0036750000000000007 -0.080119999999999983 0.092890000000000014 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 7 8 -1 -5 -4 10 11 12 13 14 -3 16 -16 -18 22 20 -20 -21 23 24 25 -19 29 -28 -29 -27
right_child=1 9 3 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 17 18 19 21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-2.5327233199984929e-06 1.8512455109750455e-05 1.0616207307314405e-05 1.9431199098107755e-06 3.3328453525882651e-06 -3.53416152211139e-05 1.5716777247689607e-05 1.3252136089985946e-05 -9.6587930491815711e-06 -9.0406892394962463e-06 -7.9024017530308047e-06 9.0786316391699994e-06 -1.0559114107602529e-05 1.3569444504355488e-05 -7.9424418849206675e-06 -9.5044429587851023e-06 1.0319866356667262e-05 1.6391047931089513e-05 -1.5716246851601077e-05 -2.48651604652555e-05 1.6917484510940995e-05 3.8109265475331116e-06 -6.5801552227640056e-06 9.7172046097464198e-06 1.031795000017155e-05 1.0326539259040148e-05 -8.9597666951448656e-08 2.0185304449272657e-05 -1.2965527756326386e-05 1.5956539043600061e-05 -1.6333740502432191e-05
leaf_weight=36 27 22 40 26 20 20 21 28 31 27 32 31 20 37 39 20 24 24 31 20 31 20 38 28 20 2315 23 30 20 20
leaf_count=36 27 22 40 26 20 20 21 28 31 27 32 31 20 37 39 20 24 24 31 20 31 20 38 28 20 2315 23 30 20 20
internal_value=0 2.04117e-07 -2.66535e-06 -4.72015e-06 -1.20355e-05 1.22856e-06 3.28275e-06 -3.40356e-06 -2.85263e-06 3.19983e-08 1.07298e-07 5.24276e-09 1.22962e-07 2.55943e-08 1.33784e-07 4.84666e-08 -2.80999e-08 1.1168e-07 -3.74442e-08 -4.37191e-06 -1.05271e-05 5.16866e-06 1.38138e-07 -8.63831e-09 -1.2656e-07 -2.12523e-07 -5.8001e-08 5.40311e-06 -1.3967e-06 -2.28734e-07
internal_weight=0 2899 222 165 74 91 57 54 71 2872 2845 2813 2782 2762 2725 2703 2683 2644 2620 102 62 40 2518 2480 2452 2432 2408 73 50 2335
internal_count=3121 2899 222 165 74 91 57 54 71 2872 2845 2813 2782 2762 2725 2703 2683 2644 2620 102 62 40 2518 2480 2452 2432 2408 73 50 2335
is_linear=0
shrinkage=0.1


Tree=5358
num_leaves=31
num_cat=0
split_feature=472 1429 1425 52 2 13 52 475 15 474 2 399 132 16 393 1427 1371 1447 482 2 1 42 482 1 0 1427 47 10 47 2
split_gain=1.53246e-07 2.58448e-07 1.94591e-07 2.12e-07 4.78428e-07 4.5045e-07 1.84962e-07 1.76016e-07 4.27809e-07 2.32896e-07 4.20254e-07 2.04428e-07 3.41443e-06 6.1591e-06 3.88542e-07 1.88431e-07 2.96255e-07 2.62547e-07 2.47002e-07 1.30736e-06 1.27399e-06 1.24231e-06 1.20034e-06 6.69334e-07 6.08489e-07 2.83408e-07 2.74719e-07 1.68488e-06 1.5946e-06 4.36338e-07
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.55692499999999978 0.09580000000000001 0.090705000000000008 -0.55061999999999989 0.051590000000000004 -0.052074999999999989 0.10970500000000001 0.11093500000000002 0.09141500000000001 -0.083284999999999984 -0.077589999999999978 0.11170000000000001 0.089335000000000012 0.08976000000000002 0.087755000000000014 0.098465000000000011 0.096540000000000015 0.16540500000000002 0.096235000000000015 0.089745000000000005 0.15170500000000001 -0.083264999999999992 0.08486500000000001 0.094160000000000008 -1.0000000180025095e-35 0.089785000000000018 0.113445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -5 9 -9 11 -11 14 13 -13 15 16 17 18 20 21 22 24 23 25 -20 26 28 -28 29 -8
right_child=1 2 -4 6 5 -7 7 8 -10 10 -12 12 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-7.9599929146449245e-06 1.0622642376683477e-05 -4.4527189532215874e-06 -9.1809541117982014e-06 -9.0071165607736016e-06 2.3202486427180703e-05 1.9786907455454638e-06 5.5242039040938612e-07 -1.4481448350565961e-06 1.68099404228477e-05 -1.7967594394576737e-05 2.2869781094500684e-06 -7.9564515467771859e-06 -1.8422673232028808e-05 6.4701877516881726e-05 -1.3093035253721451e-05 7.2490847365510749e-06 -1.1196577846324847e-05 -9.3397895761881974e-06 3.4896197180585107e-06 -2.6896355060065009e-05 2.3175586672626502e-05 2.1814827154490299e-05 -1.9218107948404398e-05 1.8493152970222583e-05 -2.005431835554884e-05 1.1982802479906241e-05 3.0986804110284541e-05 7.9113409562389148e-07 -2.3626063924392181e-05 -3.4798216531704423e-06
leaf_weight=24 23 28 23 23 20 20 1882 33 21 20 21 28 36 20 23 35 24 30 23 21 24 21 32 20 21 20 20 243 29 313
leaf_count=24 23 28 23 23 20 20 1882 33 21 20 21 28 36 20 23 35 24 30 23 21 24 21 32 20 21 20 20 243 29 313
internal_value=0 6.16737e-08 -1.73446e-08 5.17354e-08 5.57276e-06 1.25906e-05 -7.41209e-08 -4.70915e-09 5.65222e-06 -1.09828e-07 -7.5933e-06 -2.73428e-09 4.85763e-06 2.23179e-05 -1.49541e-07 -4.16006e-08 -1.35311e-07 -3.69524e-08 6.7613e-08 -5.20455e-06 2.43148e-07 1.80357e-06 2.80721e-08 2.71791e-07 -7.74726e-06 1.26427e-07 3.10803e-08 3.08738e-06 -3.30344e-07 -2.25645e-08
internal_weight=0 3097 3074 3051 68 40 2983 2960 54 2906 41 2865 84 48 2781 2758 2723 2699 2669 86 2583 65 2559 2527 44 2507 2487 263 2224 2195
internal_count=3121 3097 3074 3051 68 40 2983 2960 54 2906 41 2865 84 48 2781 2758 2723 2699 2669 86 2583 65 2559 2527 44 2507 2487 263 2224 2195
is_linear=0
shrinkage=0.1


Tree=5359
num_leaves=31
num_cat=0
split_feature=132 399 0 399 400 4 2 133 3 1201 132 399 1429 474 155 474 0 474 16 475 0 475 156 1429 51 157 1371 43 13 0
split_gain=1.96278e-07 9.12801e-07 2.91461e-07 5.2553e-07 3.90926e-07 6.13419e-07 5.50478e-07 2.59532e-07 2.32598e-07 1.8068e-07 1.67984e-07 2.26283e-07 1.65196e-07 4.1084e-07 2.89569e-07 2.06605e-07 3.8281e-07 2.63563e-07 1.69011e-07 6.89892e-07 6.35673e-07 2.38978e-07 8.97218e-07 5.08964e-07 1.9276e-07 2.02324e-06 6.53553e-07 1.56123e-06 5.36962e-07 1.15546e-06
threshold=-0.083174999999999985 0.090310000000000015 -0.11242999999999999 0.091895000000000018 -0.082339999999999983 -0.068329999999999988 0.084055000000000005 -0.37971999999999995 -0.086049999999999988 -0.08261499999999998 -0.0093349999999999978 -0.065739999999999979 0.12521000000000002 -0.26322499999999993 0.14230000000000001 -0.090834999999999985 -0.087794999999999998 -1.0000000180025095e-35 0.62682500000000008 0.12365000000000002 -0.064339999999999994 0.016915000000000003 0.091015000000000013 -0.066319999999999976 -0.085604999999999987 -0.086244999999999988 0.083235000000000017 -0.083269999999999997 -0.080344999999999986 -0.087319999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 -1 4 6 -6 -4 -7 -8 -2 -11 -12 13 -13 15 16 -15 -17 19 21 -20 23 -23 -19 25 -25 -26 -28 29 -27
right_child=1 -3 3 -5 5 7 8 -9 -10 10 11 12 -14 14 -16 17 -18 18 20 -21 -22 22 -24 24 26 28 27 -29 -30 -31
leaf_value=8.3441798432475127e-06 9.483687684905818e-06 1.5414947675032098e-05 -2.0849800936654598e-05 -1.4458318703010522e-05 1.4976726788518135e-05 -8.4444820054664484e-06 -8.118752787041835e-06 3.8330584223358807e-06 6.4377007090245438e-06 -7.4977777209520956e-06 9.4964386807987469e-06 -1.176427730266975e-05 8.9956403462565505e-06 3.9779878125045793e-06 1.1990724592543246e-05 9.351074060172475e-06 -1.4136171798132376e-05 1.3927302065370057e-05 6.3135890195553665e-06 1.8077109966508857e-05 -1.8597012673299542e-05 4.9840761466139862e-06 -2.3188479182181255e-05 -3.3276379800781799e-05 -7.1450339772682136e-08 -4.653588106521057e-06 3.258223605371313e-05 -6.9301365510909824e-06 -2.4821399346790792e-06 2.7594133762249843e-05
leaf_weight=21 20 39 21 39 28 36 23 33 21 30 25 30 20 20 20 30 28 26 20 21 21 26 20 20 2210 25 20 20 188 20
leaf_count=21 20 39 21 39 28 36 23 33 21 30 25 30 20 20 20 30 28 26 20 21 21 26 20 20 2210 25 20 20 188 20
internal_value=0 2.19456e-07 -2.86574e-06 -4.03692e-06 -1.52807e-06 2.49317e-06 -7.52901e-06 -2.57261e-06 -1.17135e-06 1.22446e-08 -5.44558e-08 2.50103e-08 -6.00115e-08 -1.25513e-07 2.1512e-09 -8.61624e-08 -6.58861e-06 3.08669e-08 -7.5165e-08 2.54451e-08 -6.4455e-06 -1.21772e-07 -7.26486e-06 8.15329e-09 -1.36432e-07 -2.75347e-06 1.57839e-07 1.2826e-05 -1.33474e-07 9.67873e-06
internal_weight=0 2899 222 201 162 97 65 69 44 2860 2840 2810 2785 2765 2735 2715 48 2667 2637 2596 41 2575 46 2529 2503 253 2250 40 233 45
internal_count=3121 2899 222 201 162 97 65 69 44 2860 2840 2810 2785 2765 2735 2715 48 2667 2637 2596 41 2575 46 2529 2503 253 2250 40 233 45
is_linear=0
shrinkage=0.1


Tree=5360
num_leaves=31
num_cat=0
split_feature=1429 156 1429 132 1185 393 132 399 403 16 0 1204 16 1211 1211 402 401 133 133 133 403 1208 403 1209 43 43 1212 402 1213 0
split_gain=1.66416e-07 3.4273e-07 1.85702e-07 1.66331e-07 8.51144e-07 2.84738e-07 2.04555e-07 1.89244e-07 1.7466e-07 2.49405e-07 3.43445e-07 3.11033e-07 2.6912e-07 1.47804e-07 2.18491e-07 1.77721e-07 1.20318e-06 4.8521e-07 2.49808e-07 3.77745e-07 6.0462e-07 9.10251e-07 5.44822e-07 2.78748e-07 1.62601e-06 2.61076e-07 2.33819e-06 9.8689e-07 9.44746e-07 7.37326e-07
threshold=-0.23752499999999996 0.32523500000000005 -0.094049999999999981 -0.083174999999999985 -0.083264999999999992 0.10483000000000002 -0.46452999999999994 0.099080000000000015 -0.090484999999999996 -0.097644999999999996 -0.082084999999999977 -0.036244999999999993 -0.072804999999999981 0.11986000000000001 0.11301500000000002 -0.45015499999999992 -1.0000000180025095e-35 0.50628500000000021 0.41171500000000005 0.40431 -0.54856499999999986 0.099975000000000008 -0.52800499999999995 -0.067109999999999989 -0.0047449999999999992 0.0034250000000000005 -0.064959999999999976 -0.097504999999999994 -0.061914999999999991 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 13 -8 -10 11 -11 -12 14 15 16 -6 18 19 20 -17 22 -22 24 -24 27 -27 -25 -28 -30
right_child=1 -3 3 4 7 -7 8 -9 9 10 12 -13 -14 -15 -16 17 -18 -19 -20 -21 21 -23 23 25 -26 26 28 -29 29 -31
leaf_value=-8.6666194378763482e-06 -7.9876623423278311e-06 1.3109860192344057e-05 8.1115404414265953e-06 2.0314821761400838e-05 -2.0111479281987549e-05 -1.1835465568310611e-05 5.9496558068613842e-06 9.8002426784660212e-06 6.4754693951163935e-06 -3.7282392526094557e-06 8.2292186012485516e-06 -1.7901291842766418e-05 -5.2295386129668055e-06 -6.0749358057457873e-06 9.430752823391231e-06 -1.3235968997511971e-05 9.4745424870847348e-06 1.2025049405190872e-05 -8.047113410731599e-06 1.3477478777141578e-05 -1.6423768975073472e-05 2.0921544854077402e-05 -9.4676698414072502e-06 2.0547277790683439e-05 2.5261339207925353e-05 -3.0283593131181466e-05 1.7802383000445036e-05 1.5443438214597867e-07 -1.7827228738007343e-05 -5.690264290190868e-08
leaf_weight=22 29 20 21 21 28 29 22 20 21 32 24 30 39 39 25 34 27 34 38 21 20 21 28 24 26 28 27 2116 26 229
leaf_count=22 29 20 21 21 28 29 22 20 21 32 24 30 39 39 25 34 27 34 38 21 20 21 28 24 26 28 27 2116 26 229
internal_value=0 6.15205e-08 -2.32365e-08 5.24909e-08 2.5738e-07 -2.60918e-06 -1.19351e-06 1.07537e-07 -2.35664e-06 -3.60828e-06 -5.30235e-06 -1.05862e-05 -1.02393e-07 3.80806e-08 1.24711e-07 3.93974e-08 -5.58743e-06 1.55219e-07 2.2342e-09 1.19879e-07 1.11117e-08 1.88086e-07 1.55815e-08 1.46886e-07 7.2537e-06 -9.75392e-09 -2.72198e-06 3.83139e-07 1.46301e-08 -1.86878e-06
internal_weight=0 3099 3079 3050 2832 218 189 2811 168 146 125 62 63 2791 2752 2727 55 2672 2638 2600 2579 2545 2524 2504 54 2450 310 2140 282 255
internal_count=3121 3099 3079 3050 2832 218 189 2811 168 146 125 62 63 2791 2752 2727 55 2672 2638 2600 2579 2545 2524 2504 54 2450 310 2140 282 255
is_linear=0
shrinkage=0.1


Tree=5361
num_leaves=31
num_cat=0
split_feature=156 472 0 47 0 10 0 15 0 2 2 4 2 2 2 3 3 4 52 147 0 0 14 159 48 3 16 3 48 41
split_gain=1.75476e-07 2.12041e-07 1.61787e-07 1.32588e-06 3.37945e-06 2.07498e-06 1.08651e-06 7.30065e-07 3.91871e-06 1.37086e-06 6.01392e-07 1.42559e-06 1.36867e-06 7.34336e-07 6.63834e-07 5.83186e-07 1.81769e-06 9.00951e-07 1.2551e-06 1.06918e-06 6.30058e-07 8.73493e-07 5.1411e-07 4.27377e-07 4.81526e-07 1.02808e-06 4.49134e-07 4.14435e-07 3.71057e-07 2.65671e-07
threshold=0.3248100000000001 -0.097514999999999977 -0.10151999999999999 0.094160000000000008 -0.11756999999999999 -1.0000000180025095e-35 -0.099059999999999995 -0.10203999999999998 -0.11437499999999999 0.079055000000000014 0.089885000000000007 1.0000000180025095e-35 0.091185000000000002 0.086885000000000004 0.083795000000000022 -0.011549999999999998 -0.0037349999999999996 0.033845000000000007 -0.078224999999999975 0.091170000000000015 -0.13027499999999997 -0.14832499999999996 0.023790000000000002 0.097495000000000012 0.084170000000000009 -0.0043399999999999992 -0.44310499999999992 0.097915000000000016 0.12118000000000002 0.088520000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 27 -3 -4 8 23 -9 11 13 -12 14 -11 20 -17 18 -18 -19 21 -14 29 24 26 -26 -7 -5 -29 -8
right_child=-2 2 6 4 -6 7 22 9 -10 10 12 -13 15 -15 -16 16 17 19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=1.0327935092959707e-05 -8.7023999620451718e-06 -3.2066460280475437e-05 -1.6921855748454946e-05 -8.3089739346178251e-06 4.778787373479212e-05 -3.5535742468213858e-06 1.7872090488679797e-07 -2.3445173618104797e-05 4.2726050327473787e-05 3.7984837126714412e-06 -2.7681971569109011e-05 2.5678067792763875e-05 -3.7860960343426666e-07 1.413234785104578e-05 -2.1657916014798199e-05 -3.2239111442322609e-05 2.4639448134554122e-05 -2.7265626656571843e-05 -4.4325686813505005e-06 4.0406295691279104e-06 -3.5145192693587001e-06 2.7207569242667281e-05 -1.5314521934587075e-05 1.200573550526631e-05 3.5069669867544179e-06 -2.7096168126999623e-05 1.369031125131701e-05 1.7424963906315888e-05 -9.6043279526107335e-07 -8.0396108351976633e-06
leaf_weight=20 23 20 39 25 21 44 2365 27 25 20 20 28 22 20 21 20 27 20 33 24 37 24 22 23 23 21 23 21 23 40
leaf_count=20 23 20 39 25 21 44 2365 27 25 20 20 28 22 20 21 20 27 20 33 24 37 24 22 23 23 21 23 21 23 40
internal_value=0 6.46095e-08 -2.07882e-09 1.45324e-06 1.26628e-05 -4.79449e-07 -3.63253e-07 7.78997e-07 6.38015e-06 -1.81746e-06 3.04828e-08 6.9976e-06 -2.70112e-06 -1.57704e-06 -9.24016e-06 -2.87509e-07 -4.63008e-06 6.79355e-07 8.64984e-06 -1.01895e-05 6.20018e-06 1.40142e-05 -9.71689e-08 -4.00802e-07 -2.97153e-06 -1.10991e-05 2.36597e-06 1.97261e-06 7.81442e-06 4.20335e-08
internal_weight=0 3098 3078 612 90 522 2466 502 159 343 316 89 227 61 41 207 124 104 60 44 83 46 2427 134 111 44 67 69 44 2405
internal_count=3121 3098 3078 612 90 522 2466 502 159 343 316 89 227 61 41 207 124 104 60 44 83 46 2427 134 111 44 67 69 44 2405
is_linear=0
shrinkage=0.1


Tree=5362
num_leaves=31
num_cat=0
split_feature=40 130 39 132 394 132 403 42 132 130 42 130 2 1132 151 151 475 150 51 13 49 48 13 12 16 151 474 3 151 151
split_gain=1.6342e-07 4.91623e-07 3.63836e-07 1.70334e-07 7.40901e-07 2.67191e-07 7.52424e-07 1.4967e-06 4.95298e-07 3.34252e-07 2.45138e-07 1.65404e-07 2.69345e-07 1.64712e-07 2.02784e-07 6.08485e-07 1.08305e-06 1.68518e-06 8.67709e-07 5.41994e-07 5.65486e-07 1.29296e-06 8.6075e-07 4.82e-07 7.33409e-07 4.55028e-07 5.78968e-07 4.19154e-07 3.21514e-07 3.49278e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15438500000000002 -0.083174999999999985 0.10969000000000002 -0.41127499999999995 -0.074254999999999988 -0.035074999999999988 -0.084829999999999989 0.10923000000000001 -0.074124999999999983 -0.014104999999999998 0.085485000000000019 -0.078654999999999989 -0.085134999999999975 -0.085684999999999997 -0.086279999999999982 0.10874500000000002 -0.085164999999999977 0.056795000000000005 -0.054319999999999993 0.085790000000000019 -0.0095349999999999983 0.08401500000000002 -0.008069999999999999 -0.08341999999999998 0.084410000000000013 -0.015584999999999998 -0.077959999999999988 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 13 9 8 10 11 -3 -8 -7 -13 -5 15 16 -15 18 -18 20 21 -20 23 -22 -25 26 -16 -23 -27 -30
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 -12 12 -14 14 25 -17 17 -19 19 -21 22 27 -24 24 -26 28 -28 -29 29 -31
leaf_value=9.0103611830727454e-06 -1.4953737255299613e-05 1.0695471729408823e-05 1.31659991298182e-05 -9.0128445242498854e-06 1.9345188652550862e-05 -1.0466471743484363e-05 3.6555511251208376e-06 -3.5669474273163359e-05 1.4729788775487882e-05 -4.622326598077312e-06 -1.0086598774284574e-05 9.2828445121995177e-06 -5.6989582073659526e-06 -2.0519422159417271e-05 -1.9528138330281732e-05 1.8969248282831229e-05 -1.6983142051265953e-05 2.5805224460923614e-05 3.218876420197332e-05 -1.1681356178409412e-05 -1.4433526484936011e-05 1.1563069822593456e-05 1.4013933764545072e-05 1.5754344458400736e-05 -9.318267433400252e-06 5.7560365341428667e-06 2.6107825067897684e-06 -8.188428693669959e-06 -7.1966678823238396e-06 -2.565619972074671e-08
leaf_weight=20 22 29 21 20 20 20 25 20 21 28 27 20 30 21 27 21 26 29 21 24 34 22 32 20 28 93 21 21 70 2288
leaf_count=20 22 29 21 20 20 20 25 20 21 28 27 20 30 21 27 21 26 29 21 24 34 22 32 20 28 93 21 21 70 2288
internal_value=0 -5.81073e-08 4.83246e-08 -4.17576e-08 1.66038e-07 -2.72232e-06 -4.78316e-06 -1.24214e-05 1.26027e-06 3.17094e-06 -3.4798e-06 -2.78059e-06 2.93763e-07 2.99193e-08 9.45567e-08 2.55572e-06 1.31585e-06 3.10005e-06 2.12113e-07 2.42536e-06 4.32739e-06 1.18499e-05 1.04223e-07 -5.32396e-06 1.12865e-06 -1.99916e-07 -9.84236e-06 1.91699e-06 -1.10799e-08 -2.38536e-07
internal_weight=0 3101 3079 3058 2838 220 163 72 91 57 52 70 50 2818 2798 299 278 257 228 202 178 64 114 82 48 2499 48 43 2451 2358
internal_count=3121 3101 3079 3058 2838 220 163 72 91 57 52 70 50 2818 2798 299 278 257 228 202 178 64 114 82 48 2499 48 43 2451 2358
is_linear=0
shrinkage=0.1


Tree=5363
num_leaves=31
num_cat=0
split_feature=130 1 132 1203 1185 50 52 16 16 0 133 4 9 44 158 158 482 474 158 151 52 148 147 147 10 12 9 1373 1374 1375
split_gain=1.74819e-07 3.1724e-07 1.64127e-07 4.71092e-06 2.68751e-06 7.32245e-07 2.23078e-07 2.52182e-07 3.65312e-07 2.81551e-07 2.05348e-07 3.07613e-07 1.61044e-07 1.90229e-07 7.26949e-07 1.95976e-07 2.065e-07 3.84437e-07 2.31247e-07 2.33621e-07 9.32156e-07 4.10933e-07 3.19503e-07 4.79747e-07 2.12672e-07 1.18429e-06 3.79219e-07 2.001e-07 4.33003e-07 2.78925e-07
threshold=-0.23123999999999997 0.16540500000000002 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.090645000000000017 -0.097644999999999996 -0.090054999999999982 -0.087084999999999982 -0.14717499999999997 -0.085964999999999986 -0.092544999999999975 0.099360000000000018 -0.47356499999999996 -0.46695499999999995 0.11117500000000001 0.096295000000000019 -0.25150999999999996 0.13340000000000005 -0.023194999999999997 0.099425000000000013 0.097985000000000017 0.092070000000000013 0.053330000000000009 -0.010834999999999999 0.09055500000000001 -1.0000000180025095e-35 -0.035729999999999991 -0.22860499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 -2 -9 -10 -11 -12 -6 14 -14 -16 18 -18 -17 21 -21 22 23 24 26 -26 27 -20 -29 -30
right_child=1 -3 4 -5 12 -7 -8 8 9 10 11 -13 13 -15 15 16 17 -19 19 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=8.6860901398682948e-06 8.3720517613983245e-06 -1.0856720688968416e-05 -3.4987110219927588e-05 4.7690402013921853e-05 8.4333997442034001e-06 -2.0284704482946836e-05 6.5806881640384792e-06 -1.4773822942970583e-05 8.1360674230381842e-06 3.3577175219326586e-06 8.5727355326525877e-07 -1.5934936388362076e-05 1.6761093292398771e-05 -7.7587144034858342e-06 -8.0770457149507516e-06 -1.0779469736235115e-05 1.4443311704747399e-05 -3.5969028474591182e-06 -9.489585946456911e-06 6.8192926515952098e-06 -2.3009971230294468e-05 1.3440391376207118e-05 -1.0076629493391186e-05 1.3396108591189628e-05 5.3646846660712708e-06 -2.547389453638971e-05 1.2383300690999023e-05 1.2236700804978369e-05 -1.1816303394880379e-05 4.2579334692010639e-08
leaf_weight=23 20 27 22 21 23 20 39 24 25 23 20 24 26 31 30 20 27 21 22 22 20 23 31 27 33 20 25 29 20 2383
leaf_count=23 20 27 22 21 23 20 39 24 25 23 20 24 26 31 30 20 27 21 22 22 20 23 31 27 33 20 25 29 20 2383
internal_value=0 -6.4485e-08 3.03995e-08 2.68823e-06 -1.70683e-07 -2.15816e-06 -8.65582e-08 -1.99849e-06 -3.78651e-06 -9.20259e-07 -4.29949e-06 -8.30211e-06 9.96882e-08 3.14763e-08 1.18377e-07 -3.88012e-08 4.97582e-08 6.55072e-06 -6.68945e-08 1.38029e-08 -7.38512e-06 1.32729e-07 1.45531e-08 1.36799e-07 -4.59197e-09 -6.27252e-06 1.29414e-07 4.5778e-09 9.04625e-08 -5.61213e-08
internal_weight=0 3098 3071 216 2855 195 175 136 116 92 67 44 2833 2810 2779 2753 2723 48 2675 2655 42 2613 2590 2559 2532 53 2479 2454 2432 2403
internal_count=3121 3098 3071 216 2855 195 175 136 116 92 67 44 2833 2810 2779 2753 2723 48 2675 2655 42 2613 2590 2559 2532 53 2479 2454 2432 2403
is_linear=0
shrinkage=0.1


Tree=5364
num_leaves=31
num_cat=0
split_feature=1204 1203 132 1186 394 43 133 12 403 1182 390 3 3 1375 3 49 1455 403 1456 402 130 3 42 4 0 2 2 157 472 50
split_gain=1.63812e-07 4.35051e-07 1.68198e-07 4.55817e-06 2.38034e-06 5.70016e-07 2.45983e-07 3.78925e-07 1.9359e-07 1.60867e-07 2.35081e-07 1.7618e-07 1.998e-06 1.88158e-06 1.24551e-06 6.15567e-07 8.10958e-07 6.11475e-07 5.7914e-07 5.33493e-07 9.40691e-07 7.84165e-07 5.80388e-07 1.08879e-06 7.75551e-07 5.09657e-07 4.91274e-07 5.50219e-07 6.56324e-07 6.16362e-07
threshold=0.057120000000000011 -1.0000000180025095e-35 -0.083284999999999984 0.0044650000000000011 0.11233000000000001 -0.011244999999999998 -0.37971999999999995 0.11527000000000001 -0.065924999999999997 0.086460000000000009 0.088565000000000019 -0.086049999999999988 -0.086424999999999988 -0.15308499999999997 -0.085709999999999995 0.11042000000000002 -1.0000000180025095e-35 -0.55049499999999985 -0.082149999999999987 0.079755000000000006 0.085970000000000005 -0.098469999999999988 0.088795000000000013 -0.111605 -0.087974999999999984 0.12198500000000001 0.11093500000000002 -0.28320499999999993 -0.082054999999999975 0.089995000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 9 -3 7 -7 -8 10 11 12 13 -4 -13 16 -15 -16 -18 22 21 -21 25 -24 -25 26 27 -20 -29 -30
right_child=-2 2 4 -5 -6 6 8 -9 -10 -11 -12 14 -14 15 17 -17 18 -19 19 20 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=1.2948720317441397e-05 -7.7553957234394375e-06 -1.6462041059639889e-05 -3.009955637025996e-05 4.7979425653466029e-05 -3.2997655543195752e-05 -1.1875341924143654e-05 -1.1280776886581277e-07 4.7438783202897358e-06 9.9532188085441741e-06 -7.8079996385965325e-06 9.7480390577402443e-06 -2.1079614669298312e-05 2.4269277645316834e-05 -1.4996221728903369e-05 1.4742613617542061e-05 1.33769975946052e-05 1.5989970368536889e-05 -4.1214899849895663e-07 -1.5443465071300689e-05 -2.8660348975377431e-06 5.4325826300448497e-06 -2.9003631660392178e-05 2.6210714181965718e-05 1.3080260667569139e-05 -9.6581253274052883e-06 1.448176323416798e-05 -1.2628060924344613e-05 1.8377118829535212e-05 -9.1689393653426644e-07 1.2594296242388884e-05
leaf_weight=26 27 25 20 20 22 34 56 23 29 26 25 29 36 33 27 38 25 1914 21 22 34 24 26 30 30 24 31 21 386 37
leaf_count=26 27 25 20 20 22 34 56 23 29 26 25 29 36 33 27 38 25 1914 21 22 34 24 26 30 30 24 31 21 386 37
internal_value=0 6.76766e-08 -4.14848e-08 2.86477e-06 -2.30124e-07 -2.53819e-06 -8.6805e-08 -5.16934e-06 3.32148e-06 2.20223e-08 9.38827e-08 7.9305e-09 1.22241e-06 1.87888e-07 -5.08686e-07 9.62503e-07 3.28429e-07 -2.01341e-07 1.0397e-06 4.94865e-07 -7.1804e-06 -1.6503e-05 1.5081e-06 9.11794e-06 1.71107e-06 2.49552e-07 -4.39103e-07 3.73494e-07 1.12159e-06 2.64936e-07
internal_weight=0 3094 3068 187 2881 167 142 57 85 2859 2833 2808 838 802 1970 782 744 1941 711 686 80 46 606 86 60 520 496 465 444 423
internal_count=3121 3094 3068 187 2881 167 142 57 85 2859 2833 2808 838 802 1970 782 744 1941 711 686 80 46 606 86 60 520 496 465 444 423
is_linear=0
shrinkage=0.1


Tree=5365
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 42 2 2 42 2 1208 1208 1208 1209 1212 1212 1212 52 12 1209 401 401 391 128 129 47 2 47 40 42 128
split_gain=1.56227e-07 1.0206e-06 4.91164e-07 3.54494e-07 2.21174e-07 3.31051e-07 4.63553e-07 3.18681e-07 2.00482e-07 1.55233e-07 1.84995e-07 3.36482e-07 2.0273e-07 2.61185e-07 3.45489e-07 1.49434e-06 7.17823e-07 1.52927e-06 3.05808e-07 2.33758e-07 3.50448e-07 8.64894e-07 3.62382e-07 2.00179e-07 2.11459e-07 1.71043e-06 8.12225e-07 3.67226e-07 3.67936e-07 2.75681e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.021469999999999996 0.10381000000000001 0.089125000000000024 -0.010544999999999997 0.085485000000000019 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.092099999999999987 -0.45912999999999998 -0.092474999999999988 -0.087464999999999987 0.086275000000000004 0.092255000000000018 -0.083969999999999989 0.11655000000000001 0.10711000000000001 -0.087114999999999984 0.11876500000000001 -0.048309999999999992 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.049474999999999998 -0.077669999999999989 0.10773500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 8 -6 -1 10 11 12 -3 -14 16 -16 17 -15 -17 20 21 -20 23 -23 26 -26 29 -27 -29 -25
right_child=1 9 -4 -5 7 -7 -8 -9 -10 -11 -12 -13 13 14 15 18 -18 -19 19 -21 -22 22 -24 24 25 27 -28 28 -30 -31
leaf_value=-2.3329574155973712e-07 2.2161241247972832e-05 8.5821419426273281e-06 -1.7108790078574595e-05 -1.2179089964774903e-05 1.4836581240987554e-05 -1.3965730547624845e-05 1.1143441389760013e-05 3.9390289202856365e-07 -1.2527890143723024e-05 -7.5112988135380745e-06 7.6675446589291603e-06 -1.2589784990219805e-05 -9.249797688729209e-06 3.5389630279496484e-05 -2.4383913238125391e-05 1.1416735833336134e-05 -4.6262263155464706e-06 -3.7162949092817142e-06 -2.0666843083745335e-05 -1.0431045188852296e-05 1.1944669136937592e-05 9.3855247126592331e-06 1.2988659240032906e-05 4.5920066450572564e-08 -3.0743516017537328e-05 1.0862097056255713e-05 1.991872996292105e-05 -1.4635248458034768e-05 -4.7920791566014034e-07 1.1296520945465586e-05
leaf_weight=36 21 28 21 25 22 20 27 50 21 27 32 21 30 20 25 24 30 20 20 21 25 23 22 2177 20 26 21 20 224 22
leaf_count=36 21 28 21 25 22 20 27 50 21 27 32 21 30 20 25 24 30 20 20 21 25 23 22 2177 20 26 21 20 224 22
internal_value=0 1.95783e-07 -2.5567e-06 -1.03634e-06 5.46443e-07 -2.40313e-06 3.49864e-07 4.80694e-06 -4.76288e-06 3.55065e-08 1.06977e-07 2.11533e-08 1.15803e-07 3.02227e-08 1.31829e-07 -4.99885e-08 7.06686e-06 1.58367e-05 1.80011e-07 7.71182e-08 1.61992e-07 4.75969e-08 2.09745e-07 9.87558e-08 1.36579e-08 -2.52587e-06 3.45399e-07 -4.35678e-07 -1.63954e-06 1.58477e-07
internal_weight=0 2899 222 201 176 104 84 72 57 2878 2851 2819 2798 2770 2740 2670 70 40 2645 2621 2600 2575 2555 2533 2510 290 2220 270 244 2199
internal_count=3121 2899 222 201 176 104 84 72 57 2878 2851 2819 2798 2770 2740 2670 70 40 2645 2621 2600 2575 2555 2533 2510 290 2220 270 244 2199
is_linear=0
shrinkage=0.1


Tree=5366
num_leaves=31
num_cat=0
split_feature=394 403 132 50 1185 1203 129 129 2 1213 43 133 0 0 400 13 42 1186 129 0 39 33 13 13 13 47 47 10 16 4
split_gain=1.52575e-07 2.11484e-07 1.93731e-07 4.22395e-06 2.30272e-06 7.68745e-07 2.09829e-07 7.00887e-07 6.89408e-07 5.50348e-07 6.79492e-07 1.61462e-06 7.29987e-07 1.34097e-06 3.57791e-07 6.56885e-07 3.17589e-07 2.48125e-07 2.80485e-07 2.13185e-07 2.06545e-07 6.47383e-07 2.6125e-07 1.5541e-06 1.10278e-06 9.88313e-07 2.50114e-06 2.37261e-06 6.12165e-07 1.79591e-06
threshold=-0.14580499999999996 -0.014954999999999998 -0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.085790000000000019 0.080675000000000011 0.083385000000000015 -1.0000000180025095e-35 -0.095049999999999982 0.089595000000000022 -0.069444999999999993 -0.081204999999999986 -0.080619999999999983 -0.0075049999999999987 -0.085874999999999993 -0.083174999999999985 -0.082304999999999975 0.22582000000000002 -1.0000000180025095e-35 -0.009184999999999997 -0.0097949999999999982 -0.008624999999999999 -0.011914999999999999 0.094160000000000008 0.10397500000000001 -0.0082499999999999987 -0.080789999999999987 -0.088784999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -2 7 14 -8 -10 11 -11 13 16 15 -6 -12 -16 -19 20 -20 -22 24 -24 -23 27 -27 -25 29 -29
right_child=2 -3 4 -5 6 -7 8 -9 9 10 12 -13 -14 -15 17 -17 -18 18 19 -21 21 22 23 25 -26 26 -28 28 -30 -31
leaf_value=-1.2208422140247423e-05 5.8364053239277286e-07 1.3653464190032206e-06 -3.2355512832344344e-05 4.6716047781956151e-05 2.081302088260165e-05 -2.016924559029576e-05 1.6663091953716959e-05 -1.6462028361274862e-05 -1.072789713970558e-05 7.1140538079202387e-06 1.1207134117475724e-05 -2.8152013492217523e-05 -8.3727813671430346e-06 3.454518567499084e-05 -1.1218591271244805e-05 -2.3871929233092276e-06 -4.502950320205525e-06 1.1472626352943259e-05 7.9342413272343044e-06 -1.0165916951553387e-05 -1.555120272516635e-05 -3.4291195380833729e-07 2.906588128368526e-05 -3.0802397081060918e-05 -2.0356301521522776e-05 4.174193760718481e-05 1.9969142547444409e-06 -2.8445135246958953e-05 2.8008068156588919e-06 -2.5747457258711163e-07
leaf_weight=24 166 22 22 20 23 20 32 26 34 37 31 20 20 21 20 26 22 21 32 21 27 1649 20 25 28 20 76 26 417 173
leaf_count=24 166 22 22 20 23 20 32 26 34 37 31 20 20 21 20 26 22 21 32 21 27 1649 20 25 28 20 76 26 417 173
internal_value=0 -5.71662e-06 8.55103e-08 3.04767e-06 -1.27179e-07 -1.64785e-06 1.21863e-07 -1.24736e-07 3.1106e-06 7.66382e-07 3.3545e-06 -5.26e-06 8.57819e-06 1.31595e-05 3.83864e-08 8.5027e-06 4.68597e-06 -1.23943e-07 -3.64112e-08 -1.32549e-07 -4.80318e-08 -1.51824e-07 1.8999e-08 1.56101e-06 -6.77065e-07 8.14605e-07 1.02771e-05 -6.02559e-07 6.23084e-07 -3.94028e-06
internal_weight=0 46 3075 206 2869 186 2847 2630 217 185 151 57 94 74 2604 49 53 2555 2535 2514 2493 2461 2434 757 1677 737 96 641 616 199
internal_count=3121 46 3075 206 2869 186 2847 2630 217 185 151 57 94 74 2604 49 53 2555 2535 2514 2493 2461 2434 757 1677 737 96 641 616 199
is_linear=0
shrinkage=0.1


Tree=5367
num_leaves=31
num_cat=0
split_feature=130 40 120 33 34 104 3 1454 129 129 132 52 52 52 15 43 12 16 2 0 13 13 2 4 0 133 0 1 12 2
split_gain=1.86864e-07 2.82938e-07 2.38724e-07 2.97522e-07 1.74108e-07 4.02594e-07 1.79905e-07 6.40045e-07 4.7718e-07 1.1592e-06 7.97673e-07 3.86373e-07 4.58217e-07 5.54518e-07 1.17087e-06 5.08738e-07 4.0804e-07 7.83083e-07 7.44777e-07 7.78358e-07 6.64373e-07 6.5799e-07 4.06612e-07 3.81279e-07 3.55741e-07 7.44089e-07 4.13283e-07 4.97927e-07 3.18905e-07 3.75108e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.044254999999999996 -0.097449999999999981 0.086600000000000024 -0.094874999999999987 0.11906000000000001 0.085790000000000019 0.08956500000000002 0.10676500000000001 -0.065544999999999978 0.10744000000000002 0.083680000000000018 0.084050000000000014 -0.12152999999999999 0.098330000000000015 0.62925500000000012 0.094095000000000012 0.12445000000000002 0.10002500000000002 -0.017449999999999997 0.093680000000000013 -0.093124999999999986 0.10455500000000001 0.086910000000000015 0.047850000000000011 0.085475000000000009 0.091840000000000019 0.092635000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 8 24 10 -10 11 16 13 15 -15 23 17 18 21 -20 -18 -6 -14 -13 26 -26 -8 -28 29 -17
right_child=1 2 -4 4 5 -7 7 -9 9 -11 -12 12 22 14 -16 28 20 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=8.9803339031514834e-06 -1.192229306070658e-05 1.179749664992241e-05 1.0389917158384129e-05 8.0016375809813886e-06 1.0500633704525951e-06 -1.4014431601372919e-05 -3.3664170066247972e-07 -1.7453430932205678e-05 2.9591626848741729e-05 -5.8786559358330652e-07 -1.9001586121589756e-05 4.8505430677323608e-06 5.6143140318454248e-06 3.2702899290432634e-05 1.6244598555203993e-06 5.5397079170059168e-06 -7.4224092318415742e-06 -2.2097287596393886e-05 1.8319771278395916e-05 -6.9595824156533052e-06 1.5009073634304984e-05 -1.8789766951954337e-05 -1.1526564641474491e-05 -1.1870828269214448e-05 -2.2876611543714325e-05 2.8986632154707576e-06 -1.9078459358535751e-06 1.9177162395559815e-05 1.1571392479782918e-06 2.3508995720822854e-05
leaf_weight=23 20 21 22 26 35 21 2364 22 20 35 20 25 25 22 27 26 23 22 29 21 31 32 31 30 21 24 21 24 37 21
leaf_count=23 20 21 22 26 35 21 2364 22 20 35 20 25 25 22 27 26 23 22 29 21 31 32 31 30 21 24 21 24 37 21
internal_value=0 -6.66706e-08 1.0364e-08 -6.43579e-08 -1.46433e-07 -2.16839e-07 -1.19868e-07 -4.72718e-07 1.5865e-06 1.03865e-05 5.27414e-07 1.42119e-06 4.06571e-06 6.43084e-06 1.5578e-05 3.20629e-06 -1.92214e-06 -4.78805e-06 -1.53332e-06 7.70244e-06 5.45492e-06 -8.42568e-06 -3.87439e-06 -4.2702e-06 -3.20487e-07 -9.1298e-06 -1.55929e-07 9.33749e-06 8.10161e-06 1.35685e-05
internal_weight=0 3098 3078 3056 3035 3009 2988 2476 512 55 457 437 244 188 49 139 193 139 117 50 54 67 56 55 2454 45 2409 45 84 47
internal_count=3121 3098 3078 3056 3035 3009 2988 2476 512 55 457 437 244 188 49 139 193 139 117 50 54 67 56 55 2454 45 2409 45 84 47
is_linear=0
shrinkage=0.1


Tree=5368
num_leaves=31
num_cat=0
split_feature=40 130 39 132 1185 1186 15 0 133 2 42 124 97 34 9 10 2 42 40 48 160 0 44 158 1453 52 52 52 12 52
split_gain=1.76111e-07 4.26848e-07 3.73925e-07 1.91642e-07 1.12494e-06 3.4154e-07 2.58817e-07 1.95479e-07 3.87528e-07 4.13639e-07 1.99605e-07 1.53183e-07 2.45097e-07 6.00054e-07 5.54403e-07 9.65168e-07 5.05606e-07 2.26387e-07 5.29006e-07 3.94303e-07 8.85239e-07 2.88163e-07 2.23647e-07 5.45659e-07 1.93026e-07 1.9548e-07 1.97458e-06 1.1027e-06 1.32302e-06 7.11292e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15438500000000002 -0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.09515499999999999 -0.37971999999999995 0.085955000000000018 -0.013389999999999997 -0.083229999999999985 -0.049229999999999996 -0.057544999999999992 0.091600000000000015 0.09820000000000001 -1.0000000180025095e-35 0.086325000000000013 -0.080884999999999985 0.083180000000000018 0.086075000000000013 -0.094654999999999975 0.099360000000000018 -0.47356499999999996 0.087805000000000008 -0.080114999999999978 -0.085264999999999994 -0.089199999999999988 0.087145000000000014 -0.07278999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 -3 -9 10 -10 17 -13 -14 16 -16 -15 19 -19 21 -21 -6 23 -18 25 26 27 -25 -29 -27
right_child=1 2 -4 4 11 -7 -8 8 9 -11 -12 12 13 14 15 -17 22 18 -20 20 -22 -23 -24 24 -26 29 -28 28 -30 -31
leaf_value=9.3536699299079384e-06 -1.3940012038140347e-05 6.0920850333595332e-06 1.3337148829707855e-05 2.3227009452447031e-05 8.7461319968237417e-06 -1.5024809062240472e-05 -1.1130074915854494e-05 -1.0439087476791034e-05 -8.1515395986325291e-06 1.0253246456587103e-05 3.2816723607818584e-06 -9.6658071874521239e-06 1.3741164226273889e-05 1.2235107899896597e-05 -2.6883848386205502e-05 2.768170168604664e-06 1.4579141934518704e-05 -1.3396861550063478e-05 6.3785362492067613e-06 2.6537912265706367e-05 6.4490873228351122e-07 -6.2386223253890256e-06 -8.8062793327026154e-06 -1.8295355518511471e-06 6.899022198037553e-06 1.7244751650954036e-05 -2.6941507245889323e-05 3.2708710031805648e-05 -3.2290211220242786e-06 -8.5791449758907618e-08
leaf_weight=20 22 38 21 21 21 21 25 39 37 34 26 27 31 33 21 23 25 24 31 23 31 33 30 543 37 24 30 21 20 1789
leaf_count=20 22 38 21 21 21 21 25 39 37 34 26 27 31 33 21 23 25 24 31 23 31 33 30 543 37 24 30 21 20 1789
internal_value=0 -6.03367e-08 3.8836e-08 -5.24866e-08 1.67924e-07 -2.89578e-06 -1.61583e-06 -2.48841e-07 -2.02057e-06 1.36419e-06 -3.43307e-06 -3.9759e-09 -1.86725e-07 -8.93002e-08 -2.54456e-07 -1.13839e-05 -6.25685e-08 2.97158e-06 -2.25073e-06 5.6311e-06 1.16734e-05 -4.11218e-07 -2.23673e-07 -1.20227e-07 -2.69368e-07 -3.78652e-07 -1.92082e-06 -6.35506e-07 1.51781e-05 1.43626e-07
internal_weight=0 3101 3079 3058 2838 220 199 174 136 97 63 2817 2654 2627 2596 44 2552 163 55 108 54 54 2519 2489 2464 2427 614 584 41 1813
internal_count=3121 3101 3079 3058 2838 220 199 174 136 97 63 2817 2654 2627 2596 44 2552 163 55 108 54 54 2519 2489 2464 2427 614 584 41 1813
is_linear=0
shrinkage=0.1


Tree=5369
num_leaves=31
num_cat=0
split_feature=130 40 120 33 158 46 1446 479 483 158 1447 159 42 52 12 1455 159 1 159 15 1447 159 159 1447 1454 2 159 12 142 11
split_gain=1.90664e-07 2.68138e-07 1.8461e-07 2.37383e-07 1.72408e-07 2.44839e-07 2.19027e-07 4.03506e-07 2.19501e-07 4.53462e-07 2.08855e-07 2.29042e-07 6.48683e-07 3.06168e-07 7.55175e-07 3.01905e-07 1.8464e-07 2.3394e-06 2.30377e-06 4.87154e-07 3.58819e-07 4.17037e-06 9.02499e-07 8.60596e-07 3.38719e-07 4.32876e-07 3.687e-07 3.01142e-07 6.35289e-07 8.71111e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.044254999999999996 -0.47382999999999992 0.10123000000000001 -0.09143999999999998 0.11253500000000001 -0.47356499999999996 0.13634500000000002 0.093155000000000016 -0.46871499999999994 0.089535000000000017 0.51307000000000014 0.095110000000000014 0.10655000000000002 -0.092414999999999983 0.092945000000000014 -0.10909999999999999 -0.062284999999999993 -0.086279999999999982 -0.025879999999999997 -0.085179999999999992 -0.084894999999999984 0.080725000000000005 0.083385000000000015 -0.071469999999999992 0.12757000000000002 -0.057499999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 8 -8 10 11 12 -10 15 -15 16 17 18 19 -13 21 -18 -22 -24 26 -26 -25 28 -28 -30
right_child=1 2 -4 4 5 -7 7 -9 9 -11 -12 13 -14 14 -16 -17 20 -19 -20 -21 22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=9.0711938474155229e-06 -1.1608713880377765e-05 1.0537357991866192e-05 9.1353033564122267e-06 -8.2395422116230922e-06 -9.661688303215972e-06 9.4185353696553244e-06 -9.325178643848632e-06 1.2580680430801294e-05 -3.3148744545609659e-06 1.4909739124391309e-05 -1.0136265691904729e-05 1.2928535302524411e-05 2.0446319776965541e-05 -2.0947767594255615e-05 2.6797833103750416e-06 1.2146205590397586e-05 -3.5391288161513836e-05 -1.9969038860890893e-05 3.9779141602396163e-05 -7.2199631858893559e-06 1.532275822609262e-05 2.2555119800887516e-05 -1.753641016217318e-05 1.2866099710994275e-05 -1.701419578576288e-05 -5.4245967406201926e-07 1.7315052952783715e-05 -9.2161714462690735e-06 -1.9961140796195568e-05 3.012234915466529e-08
leaf_weight=23 20 21 22 26 24 27 26 25 27 20 21 21 20 24 31 20 27 29 23 28 37 23 29 22 27 39 21 36 22 2360
leaf_count=23 20 21 22 26 24 27 26 25 27 20 21 21 20 24 31 20 27 29 23 28 37 23 29 22 27 39 21 36 22 2360
internal_value=0 -6.73369e-08 7.65577e-09 -5.80537e-08 -1.31366e-07 -6.13056e-08 -1.47139e-07 -6.9942e-08 -1.77772e-07 -9.59584e-08 -1.99912e-07 -1.27105e-07 6.79627e-06 -2.42536e-07 -7.63042e-06 -9.55267e-08 -1.84752e-07 4.01147e-06 1.36703e-05 1.41511e-06 -3.45107e-07 -8.73594e-06 -1.83309e-07 -4.07771e-07 -2.11202e-07 -7.2809e-06 -2.16043e-08 -1.37853e-07 -1.84779e-09 -1.54516e-07
internal_weight=0 3098 3078 3056 3035 3009 2982 2958 2933 2907 2887 2866 47 2819 55 2764 2744 101 72 49 2643 50 2593 2556 2527 66 2461 2439 2403 2382
internal_count=3121 3098 3078 3056 3035 3009 2982 2958 2933 2907 2887 2866 47 2819 55 2764 2744 101 72 49 2643 50 2593 2556 2527 66 2461 2439 2403 2382
is_linear=0
shrinkage=0.1


Tree=5370
num_leaves=31
num_cat=0
split_feature=40 130 40 132 1203 1185 50 455 1375 447 148 1 1 33 1 1 1 0 1447 480 457 1 1210 1 11 1210 1210 16 0 13
split_gain=1.69099e-07 3.87111e-07 3.62372e-07 1.6043e-07 4.39831e-06 2.12663e-06 8.71359e-07 1.80586e-07 2.34758e-07 3.72212e-07 4.80478e-07 1.94698e-07 2.22569e-06 3.94258e-06 1.92428e-06 9.32416e-07 1.09808e-06 7.38372e-07 6.09311e-07 6.39575e-07 4.73935e-07 5.37491e-07 4.7607e-07 6.87136e-07 4.06291e-07 4.17946e-07 7.61816e-07 1.86008e-06 1.46962e-06 3.95484e-07
threshold=-0.24620999999999996 -0.22699999999999995 -0.15322999999999998 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.090605000000000019 -0.42089999999999994 0.10121000000000001 -0.098399999999999974 0.091345000000000023 0.09202500000000001 -0.0066799999999999993 0.093100000000000002 0.094090000000000021 0.094715000000000008 -0.23001499999999997 0.059120000000000013 0.11144000000000001 -0.10142499999999997 0.090540000000000023 -0.42132499999999995 0.090130000000000016 0.081365000000000007 -0.14310999999999999 -0.077744999999999995 -0.087989999999999985 -0.081094999999999987 -0.096404999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -5 -4 8 -7 10 -10 17 -13 -14 -15 -16 -17 -12 19 20 -19 22 -22 24 25 -24 27 -27 -29 -28
right_child=1 2 3 5 -6 7 -8 -9 9 -11 11 12 13 14 15 16 -18 18 -20 -21 21 -23 23 -25 -26 26 29 28 -30 -31
leaf_value=9.1655753254826785e-06 -1.3276937004940754e-05 1.3126604066894202e-05 1.616973534304522e-07 -3.1226036100468428e-05 4.6068774066129879e-05 -1.0407012194429462e-05 -2.1852668432984504e-05 6.1328020016864032e-06 -1.3411679167431971e-05 1.3226535035452495e-05 1.4393506482316584e-05 -2.6688350934626108e-05 4.0622362394060478e-05 -2.3960744228111884e-05 1.6672253561057827e-05 -2.2537404330923104e-05 -3.63342746919006e-07 -1.394098796788018e-05 1.3559089658134754e-05 -1.3538538859633906e-05 1.558908337756293e-05 1.3147572781235795e-05 -1.1789322861996307e-05 -1.7486525559268724e-05 -1.0670311259576865e-05 3.2235641610283822e-05 5.4514244406315509e-06 -1.4529954897889479e-05 1.8832296210229805e-05 -2.9178908104889185e-07
leaf_weight=20 22 21 178 22 21 22 20 47 27 21 38 33 23 36 31 23 770 23 34 34 20 33 27 22 33 26 132 31 23 1308
leaf_count=20 22 21 178 22 21 22 20 47 27 21 38 33 23 36 31 23 770 23 34 34 20 33 27 22 33 26 132 31 23 1308
internal_value=0 -5.91076e-08 3.53361e-08 -5.45647e-08 2.5533e-06 -2.55735e-07 -2.06198e-06 -1.38655e-08 -1.18159e-07 -3.57884e-08 -1.37918e-07 -5.18086e-09 -1.19026e-06 -2.37335e-07 -1.33009e-06 -3.41377e-07 -1.00647e-06 6.03304e-07 3.03173e-07 3.99134e-08 3.15043e-07 5.13163e-07 2.56113e-07 6.46899e-08 3.09074e-07 5.43282e-07 7.62348e-07 1.02605e-05 -3.20107e-07 2.34672e-07
internal_weight=0 3101 3079 3058 219 2839 198 2817 2770 2748 2727 2700 916 883 860 824 793 1784 1746 1712 1678 1655 1622 1602 1580 1547 1520 80 54 1440
internal_count=3121 3101 3079 3058 219 2839 198 2817 2770 2748 2727 2700 916 883 860 824 793 1784 1746 1712 1678 1655 1622 1602 1580 1547 1520 80 54 1440
is_linear=0
shrinkage=0.1


Tree=5371
num_leaves=31
num_cat=0
split_feature=130 40 12 0 139 12 147 147 483 158 158 158 42 1455 150 484 2 481 160 158 1447 12 2 1447 480 480 133 1419 15 40
split_gain=1.91939e-07 2.545e-07 1.78976e-07 4.23745e-07 4.23665e-07 2.86344e-07 2.01132e-07 3.31407e-07 2.64865e-07 2.96223e-07 3.42412e-07 4.19195e-07 2.75158e-07 2.55944e-07 2.30544e-07 2.11747e-07 7.96486e-07 4.00106e-07 3.13321e-07 3.12821e-07 2.91291e-07 1.86525e-06 1.33676e-06 9.08471e-07 7.1215e-07 4.27248e-07 2.90306e-06 3.79466e-07 2.9356e-07 6.21972e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.12477500000000001 -0.050064999999999991 -0.060214999999999998 0.11734000000000001 0.099730000000000027 0.093875000000000014 -0.47181499999999993 0.12212000000000002 0.11651000000000002 0.11054500000000002 0.092860000000000012 0.10861000000000001 -0.15178999999999995 -0.23687999999999995 0.091055000000000011 -0.15689499999999998 -0.55045999999999984 0.107145 -0.085684999999999997 0.083985000000000018 0.085045000000000023 -0.082824999999999982 0.08610000000000001 0.10272000000000002 0.068115000000000023 0.10120500000000002 -0.45963999999999994 -0.07632499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 7 8 -6 10 11 13 -11 14 -10 16 -16 -17 -19 20 21 -20 -23 -22 -24 27 -27 28 29 -25
right_child=1 2 3 -5 5 -7 -8 -9 9 12 -12 -13 -14 -15 15 17 -18 18 19 -21 23 22 24 25 -26 26 -28 -29 -30 -31
leaf_value=9.1014655639731288e-06 -1.1311602681871593e-05 -1.4620115449588412e-05 1.2638524530454258e-05 -2.5014571962712681e-06 9.7848501728289465e-06 -9.141618963493623e-06 8.1006695249778853e-06 -1.1024490505549155e-05 1.002184156485934e-05 -2.3986982569113028e-07 1.1783757478781355e-05 -1.1932043283368018e-05 -1.6827759091029295e-05 -8.2232132579444329e-06 -5.4647987440148428e-06 -1.1051842091092113e-05 2.1202570890939873e-05 9.0942907613330501e-06 2.7118314471863416e-05 1.1427786716922128e-05 -1.5596753070811152e-05 -2.5270410260418432e-05 1.8783189067438469e-05 6.9818916604309643e-06 -5.2593554179176344e-06 -1.5860915793620649e-05 3.7373812010628174e-05 -1.3260848370257671e-05 1.8104788172915356e-07 -9.6741207274999957e-06
leaf_weight=23 20 20 36 38 28 34 31 27 24 20 25 29 20 36 24 32 21 39 28 24 38 20 22 31 28 21 20 22 2259 81
leaf_count=23 20 20 36 38 28 34 31 27 24 20 25 29 20 36 24 32 21 39 28 24 38 20 22 31 28 21 20 22 2259 81
internal_value=0 -6.75666e-08 5.49407e-09 4.86394e-06 -1.14188e-07 -1.69633e-08 8.82022e-08 3.10923e-09 1.06064e-07 1.1439e-08 1.32477e-07 2.84101e-08 -8.53381e-06 1.53628e-07 2.6393e-07 1.77513e-07 6.97997e-06 6.26498e-08 1.97729e-07 6.3972e-08 -4.21492e-08 5.30482e-06 -3.42057e-06 -2.54125e-07 5.31936e-06 -1.45931e-08 1.01072e-05 -1.88014e-07 -6.67136e-08 -5.06397e-06
internal_weight=0 3098 3078 74 3004 2984 2950 2919 2892 2864 2824 2799 40 2770 2734 2710 45 2665 2633 2594 2570 98 70 2472 50 2434 41 2393 2371 112
internal_count=3121 3098 3078 74 3004 2984 2950 2919 2892 2864 2824 2799 40 2770 2734 2710 45 2665 2633 2594 2570 98 70 2472 50 2434 41 2393 2371 112
is_linear=0
shrinkage=0.1


Tree=5372
num_leaves=31
num_cat=0
split_feature=40 130 42 132 1185 1203 1212 1213 15 1213 1213 13 1212 2 1210 402 1208 0 1209 403 0 1209 43 43 13 43 1213 2 2 403
split_gain=1.62029e-07 3.53313e-07 2.98357e-07 1.83372e-07 1.21185e-06 5.12662e-07 1.71719e-07 3.76076e-07 5.75102e-07 3.77943e-07 2.24357e-07 1.69409e-06 1.5836e-06 3.31469e-06 1.31422e-06 3.70393e-07 2.04569e-07 9.03214e-07 6.22825e-07 2.93278e-07 3.17431e-06 3.82236e-07 2.10012e-07 1.24611e-06 3.14358e-06 1.41937e-06 8.74529e-07 6.47876e-07 1.25294e-06 5.23419e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.52517999999999987 -0.24064499999999997 0.089165000000000008 -0.15413999999999997 -0.090764999999999985 -0.088319999999999996 -0.089544999999999986 0.084550000000000014 -0.3960249999999999 0.113945 0.092250000000000013 -0.067094999999999988 -0.087199999999999986 -0.52800499999999995 -0.086234999999999992 -0.064814999999999984 0.0034250000000000005 0.055925000000000009 -0.069964999999999986 0.060960000000000007 -0.086979999999999988 0.095195000000000016 0.090425000000000019 0.0071950000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -6 8 -8 -9 11 -11 13 -12 -14 16 18 -18 -16 20 -20 -21 26 24 -24 -25 -23 28 29 -27
right_child=1 2 -4 4 6 -7 7 9 -10 10 12 -13 14 -15 15 -17 17 -19 19 21 -22 22 23 25 -26 27 -28 -29 -30 -31
leaf_value=8.9719174457059123e-06 -1.2685507962570145e-05 -9.9474811809618741e-07 1.1138505525802128e-05 2.4094579549412069e-05 8.991700486235676e-06 -1.5474265136715207e-05 4.2883347327360976e-07 1.2341310266492656e-05 -1.7791190804056595e-05 -2.4020919123099055e-05 -9.2576216350911025e-06 9.6604685865031573e-06 -2.3006044080830179e-05 4.6286070028145335e-05 1.6804429734210399e-05 1.214574071855168e-05 -1.48589216896274e-05 1.0864520074738678e-05 1.9061261549392261e-05 1.2882673099343464e-05 -3.4070702972020747e-05 2.1107859320181889e-05 -3.5689336158718696e-05 2.5545587370635037e-05 9.1277880591374498e-06 4.5403676829715147e-06 9.5329173408868017e-08 4.8690517427956445e-06 -2.1662155346790756e-05 -1.0514327683562015e-05
leaf_weight=20 22 193 24 21 21 28 41 25 30 28 21 32 25 22 22 25 39 21 22 23 23 20 34 21 29 72 2052 94 37 34
leaf_count=20 22 193 24 21 21 28 41 25 30 28 21 32 25 22 22 25 39 21 22 23 23 20 34 21 29 72 2052 94 37 34
internal_value=0 -5.78588e-08 3.2368e-08 -5.48816e-08 1.61469e-07 -2.82926e-06 -1.72e-08 -8.49603e-08 -7.26977e-06 1.02515e-07 -1.0975e-08 -6.05751e-06 1.26655e-07 1.91601e-05 -1.88978e-07 3.31503e-08 -8.59275e-08 -5.85572e-06 5.34955e-08 -9.62487e-08 -8.09508e-06 5.27361e-08 -7.05772e-08 -2.45067e-06 -1.50592e-05 6.2817e-07 2.98153e-07 -1.5797e-06 -5.81874e-06 -2.88497e-07
internal_weight=0 3101 3079 3055 2834 221 2813 2792 71 2721 2696 60 2636 43 2593 2568 2543 60 2483 2461 45 2416 2393 321 63 258 2072 237 143 106
internal_count=3121 3101 3079 3055 2834 221 2813 2792 71 2721 2696 60 2636 43 2593 2568 2543 60 2483 2461 45 2416 2393 321 63 258 2072 237 143 106
is_linear=0
shrinkage=0.1


Tree=5373
num_leaves=31
num_cat=0
split_feature=130 39 42 42 43 1201 132 15 1204 1185 1186 0 12 0 1204 402 402 13 0 0 157 52 12 12 123 11 33 9 2 52
split_gain=1.9117e-07 2.62256e-07 1.82095e-07 2.10997e-07 7.80525e-07 2.84746e-07 2.02827e-07 4.69504e-06 3.52561e-06 7.43002e-07 6.59277e-07 2.275e-07 2.24142e-07 2.46257e-07 1.99466e-07 1.63174e-07 3.14207e-07 1.67716e-07 6.86213e-07 4.25785e-07 1.30276e-06 1.37576e-06 8.37718e-07 6.11862e-07 4.95945e-07 3.76599e-07 5.95528e-07 2.62853e-07 2.4414e-07 2.01493e-07
threshold=-0.23123999999999997 0.15619500000000003 -0.23108499999999998 -0.16797499999999996 -0.095049999999999982 -0.08261499999999998 -0.083284999999999984 0.091915000000000011 -0.082199999999999981 -0.014244999999999999 0.0044650000000000011 -0.09515499999999999 0.11418000000000002 -0.082084999999999977 -0.0030749999999999996 0.31278000000000006 0.15960500000000002 0.10002500000000002 0.12411500000000002 0.10455500000000001 -0.04831499999999999 -0.55692499999999978 0.098810000000000023 0.091200000000000017 0.080750000000000016 -0.011194999999999998 -0.009184999999999997 0.09055500000000001 -0.045829999999999989 -0.54663499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 10 -8 -10 11 -7 13 14 -13 16 17 19 -19 25 -21 -22 23 24 -23 -11 -27 28 -28 -30
right_child=1 -3 3 5 -6 6 8 -9 9 15 -12 12 -14 -15 -16 -17 -18 18 -20 20 21 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=9.0832195027083486e-06 6.8862858101008321e-06 -1.1481517747711224e-05 -2.0058845893800026e-05 1.1112248878065578e-05 5.00989296630939e-06 6.4640577260728904e-06 -3.5588944342634932e-05 4.3607732219243196e-05 1.8380224950802089e-05 1.2773547595533392e-05 -1.9255297562873844e-05 1.5491628420382176e-07 -1.0726182857577162e-05 6.610001949358026e-06 -1.1382479058975942e-05 8.7089595104944672e-06 -1.2627633750526002e-05 6.6596400003945979e-07 1.9885491244730519e-05 -2.8667609201095604e-05 2.2209580536127759e-05 -1.9334185089108013e-05 -2.4837847798835356e-05 1.2118783064352102e-05 2.3989302159558674e-06 -1.6460485914199744e-05 -9.0269797234062331e-06 8.431283431430013e-06 -4.8117097970511742e-06 2.3830213787215333e-07
leaf_weight=23 38 20 23 23 27 37 28 25 22 23 21 43 26 34 23 21 20 161 21 21 20 21 20 22 21 22 30 37 82 2166
leaf_count=23 38 20 23 23 27 37 28 25 22 23 21 43 26 34 23 21 20 161 21 21 20 21 20 22 21 22 30 37 82 2166
internal_value=0 -6.74325e-08 6.73314e-09 -7.92613e-08 -6.52173e-06 2.84723e-08 -5.74485e-08 2.94606e-06 -2.85053e-07 7.70384e-08 -2.57863e-06 -4.30099e-07 -2.45457e-06 -3.03956e-07 -3.86569e-06 -7.16581e-08 -1.40282e-07 -4.66387e-08 2.8836e-06 -2.61248e-07 -5.9489e-06 -1.36147e-06 -6.97362e-06 -1.39105e-06 -8.46763e-06 4.00048e-08 -8.53147e-08 7.03025e-08 -6.54992e-08 5.40935e-08
internal_weight=0 3098 3078 3040 50 2990 2967 209 2758 2730 184 163 126 100 66 2708 2687 2667 182 2485 125 104 84 64 42 2360 2337 2315 2278 2248
internal_count=3121 3098 3078 3040 50 2990 2967 209 2758 2730 184 163 126 100 66 2708 2687 2667 182 2485 125 104 84 64 42 2360 2337 2315 2278 2248
is_linear=0
shrinkage=0.1


Tree=5374
num_leaves=31
num_cat=0
split_feature=401 132 393 15 1186 401 43 1209 16 1209 1209 1212 1210 1213 1208 1209 1210 52 120 1 120 2 2 52 49 16 42 16 2 2
split_gain=1.57859e-07 1.78935e-07 9.43851e-07 4.26493e-07 2.63346e-07 2.06287e-07 4.70334e-07 4.26269e-07 7.82734e-07 4.44958e-07 2.17438e-07 2.22248e-07 1.50018e-06 1.04273e-06 2.50649e-07 4.28745e-07 2.43053e-07 2.01562e-07 1.8467e-07 3.65987e-07 9.99725e-07 4.57756e-07 3.18402e-07 1.81768e-07 2.49864e-07 4.0578e-07 3.84354e-07 2.94972e-07 2.48134e-07 1.80379e-07
threshold=0.13837000000000002 -0.083174999999999985 0.12069000000000002 0.092400000000000024 0.049580000000000006 0.11769000000000002 -0.0098449999999999979 -0.085894999999999985 -0.082404999999999992 -0.069599999999999981 -0.025744999999999997 -0.089544999999999986 -0.14310999999999999 -0.085714999999999986 0.11846000000000001 0.10656 0.0028200000000000005 0.08734500000000002 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.17760500000000004 0.090645000000000017 0.09567500000000001 -0.095564999999999983 -0.019989999999999997 -0.084939999999999988 0.085485000000000019 0.12299
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 23 7 -7 8 -3 -9 -11 13 -13 17 15 16 18 -12 19 20 21 22 29 24 25 -1 28 -28 -27 -14
right_child=-2 2 -4 -5 -6 6 -8 9 -10 10 11 12 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=1.3086337968984263e-05 -8.6408898433936486e-06 -2.1944466599658578e-05 2.1389918990843444e-05 -1.5909426536547306e-05 -1.1799795968380793e-05 1.3871648327778985e-05 -5.6769265938783071e-06 1.226425861811246e-05 4.8418347614642708e-06 -1.0117404339585588e-05 2.7969252857928952e-06 -2.4947616498138814e-05 -2.3218967034250472e-08 2.5064256678888345e-05 1.1320416542730528e-05 -1.2694364897050456e-05 1.0023891707533039e-05 -9.4982471728144455e-06 -8.8044829839339452e-06 1.27536119832613e-05 -2.2186673195392359e-05 1.4621498948227699e-05 -1.2128299654466987e-05 6.8635967409136363e-06 -1.033958847598954e-05 -2.0327234172630899e-06 -2.5111331281853688e-06 1.3167207055175823e-05 -1.6917231299712077e-05 3.0766649959238147e-06
leaf_weight=21 21 24 21 22 21 32 20 30 20 21 40 24 2226 20 20 26 25 20 23 23 20 22 21 32 26 24 30 20 21 205
leaf_count=21 21 24 21 22 21 32 20 30 20 21 40 24 2226 20 20 26 25 20 23 23 20 22 21 32 26 24 30 20 21 205
internal_value=0 5.85373e-08 2.66974e-07 -2.7107e-06 -1.22161e-06 1.11984e-07 6.35297e-06 -3.50733e-09 -9.76888e-06 1.51835e-07 1.90231e-08 9.74264e-08 -6.02218e-08 5.28997e-06 1.6854e-07 8.24585e-08 2.1197e-07 -1.30147e-06 1.15396e-07 1.96905e-07 8.11051e-08 2.61119e-07 1.32274e-07 5.50679e-08 -1.47925e-06 5.0669e-07 -2.27407e-06 3.7602e-06 -8.97883e-06 2.38186e-07
internal_weight=0 3100 2883 217 195 2862 52 2810 44 2766 2736 2715 2635 80 2611 2591 2565 60 2540 2517 2494 2474 2452 174 142 116 95 50 45 2431
internal_count=3121 3100 2883 217 195 2862 52 2810 44 2766 2736 2715 2635 80 2611 2591 2565 60 2540 2517 2494 2474 2452 174 142 116 95 50 45 2431
is_linear=0
shrinkage=0.1


Tree=5375
num_leaves=31
num_cat=0
split_feature=130 1 1208 1208 1208 1210 1213 1210 1212 43 1213 133 2 1212 13 403 403 159 1211 129 13 13 13 15 4 1184 1211 15 133 12
split_gain=1.53079e-07 2.53826e-07 1.48989e-07 2.17877e-07 2.39438e-07 2.38297e-07 1.08946e-06 3.73079e-07 2.54883e-07 1.02314e-06 1.11446e-06 7.8449e-07 3.97554e-07 3.88721e-07 4.95494e-07 2.38857e-07 7.21938e-07 7.59432e-07 6.75726e-07 5.36966e-07 5.18068e-07 9.21935e-07 7.58336e-07 8.88684e-07 6.52972e-07 5.17797e-07 5.13137e-07 8.60204e-07 1.8202e-06 1.39294e-06
threshold=-0.23123999999999997 0.16540500000000002 0.12461500000000002 0.10737500000000001 0.098655000000000007 -0.13847499999999999 -0.083944999999999978 -0.090569999999999998 -0.088629999999999987 -0.0047449999999999992 -0.090954999999999994 -0.093189999999999981 0.086375000000000021 -0.063924999999999996 -0.063184999999999977 0.085640000000000008 0.022375000000000003 0.084250000000000005 0.08517000000000001 -0.077709999999999987 -0.0065549999999999992 0.056795000000000005 -0.097984999999999989 0.085935000000000025 1.0000000180025095e-35 0.089075000000000015 0.087635000000000005 0.091650000000000023 0.51279500000000011 0.089505000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7 9 10 -9 12 -11 14 -10 16 19 18 -18 -15 22 -22 -17 24 -24 26 -21 29 -29 -28
right_child=1 -3 -4 -5 -6 7 -8 8 13 11 -12 -13 -14 15 -16 20 17 -19 -20 25 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=8.128069369021155e-06 2.4149136256060697e-05 -9.7138569294151649e-06 -8.5783312442799807e-06 9.1960123777076114e-06 -1.0638211032138706e-05 -1.3317889733159627e-05 -6.220201235178306e-06 -2.2282447714262943e-06 2.1207175805102452e-05 2.7607842622711799e-06 -3.2304759286654934e-05 1.554327343872804e-05 -1.5840799685520325e-05 -1.3887590406132708e-05 2.7105102512555627e-07 -3.7047138296960234e-06 -3.0351482696873558e-05 4.8486247465007187e-06 -5.8373546182891641e-06 -1.2760587580641926e-07 -1.6848553801602458e-05 6.2628509921422752e-06 3.6639714671764523e-05 -1.205666225442573e-06 1.1392429095329656e-05 1.5564580793249081e-05 1.2640548214524946e-05 3.9858352984083467e-05 -2.2944551650046681e-06 -2.0939423917471212e-05
leaf_weight=23 21 27 20 26 21 21 27 28 20 27 22 30 20 27 26 33 22 22 23 2385 28 45 20 22 21 22 30 20 21 21
leaf_count=23 21 27 20 26 21 21 27 28 20 27 22 30 20 27 26 33 22 22 23 2385 28 45 20 22 21 22 30 20 21 21
internal_value=0 -6.03382e-08 2.45348e-08 8.09286e-08 2.58403e-09 7.69704e-08 7.06638e-06 -3.65248e-08 5.85037e-08 -4.3234e-06 -1.54619e-05 2.90939e-06 -5.15478e-06 2.56688e-07 9.37371e-06 1.04848e-07 -1.32562e-07 -1.03779e-05 -1.7822e-05 1.39188e-07 3.74748e-06 -2.6018e-06 8.57557e-06 1.50081e-05 2.37082e-05 2.90737e-07 1.5508e-07 7.48339e-06 1.82679e-05 -1.1865e-06
internal_weight=0 3098 3071 3051 3025 3004 48 2956 2935 127 50 77 47 2808 46 2762 2593 67 45 2526 169 73 96 63 41 2499 2477 92 41 51
internal_count=3121 3098 3071 3051 3025 3004 48 2956 2935 127 50 77 47 2808 46 2762 2593 67 45 2526 169 73 96 63 41 2499 2477 92 41 51
is_linear=0
shrinkage=0.1


Tree=5376
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 1204 13 16 15 0 16 15 151 43 43 42 43 48 148 40 1 3 150 150 50 52 156 475 3 159 150
split_gain=1.57636e-07 4.27916e-06 2.39533e-06 3.84951e-07 1.51139e-07 1.50844e-07 3.01091e-07 3.04152e-07 3.7358e-07 4.36006e-07 1.72238e-07 1.47869e-07 7.63539e-07 1.97808e-06 1.91007e-06 1.6035e-06 6.45632e-07 3.77962e-07 2.08177e-07 2.71334e-07 2.30646e-07 9.09282e-07 7.42635e-07 9.30545e-07 1.1616e-06 6.76579e-07 3.71325e-07 3.34785e-07 4.20965e-07 3.2913e-07
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.087075000000000014 -0.081664999999999988 -0.051094999999999995 -0.095094999999999985 -0.084564999999999987 -0.073309999999999986 -0.073404999999999984 0.084510000000000016 -0.10737499999999998 -0.085739999999999997 -0.081674999999999984 0.083995000000000014 -0.09002499999999998 0.084855000000000014 -0.098399999999999974 -0.24452499999999996 0.16540500000000002 0.11658 0.12068000000000002 0.099590000000000026 0.091320000000000012 -0.087769999999999987 0.3248100000000001 0.13528000000000004 0.31370500000000007 0.093660000000000007 0.10980500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -4 -1 -7 -8 9 10 -9 12 15 -14 16 -6 -15 -13 -19 20 25 22 23 24 -22 26 29 -26 -29 -20
right_child=2 -3 4 -5 11 6 7 8 -10 -11 -12 17 13 14 -16 -17 -18 18 19 -21 21 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=6.955109152310495e-06 -3.3066653238413643e-05 4.4416194147991273e-05 5.6202677778098106e-06 -1.3679030465937103e-05 5.8423886121030788e-06 -1.2385705361917974e-05 1.1279387813157796e-05 -6.9211102737216822e-06 8.7662061705486852e-06 -1.7612629301920284e-05 3.961849758773249e-06 -1.2452764881345502e-05 2.9205171144454771e-05 2.2393012436209987e-05 -2.6370189611194902e-05 -2.9139372527424713e-05 -6.8493874533925453e-07 9.8178107821565526e-06 -6.8209445105411012e-08 -1.0992230009714663e-05 2.7756902968774188e-05 2.289656964594975e-05 -1.6302159011419545e-05 -1.1390266467280913e-05 9.0118727172900199e-06 -1.7803538685257082e-05 1.3382337801886024e-05 -1.1751797256483071e-05 7.0433493419841398e-06 -6.2668067072807166e-06
leaf_weight=24 22 22 48 25 38 22 21 26 25 21 33 25 31 22 21 20 27 21 2283 23 23 21 22 33 43 22 20 26 22 89
leaf_count=24 22 22 48 25 38 22 21 26 25 21 33 25 31 22 21 20 27 21 2283 23 23 21 22 33 43 22 20 26 22 89
internal_value=0 2.58706e-06 -1.95234e-07 -2.08421e-06 5.58673e-08 -3.98917e-07 -1.59146e-06 2.93248e-07 -1.90398e-06 -5.23841e-06 -8.34031e-07 -3.84445e-08 2.92429e-06 8.17564e-06 -1.13744e-06 -6.22029e-06 9.67659e-06 -2.14679e-07 -9.91384e-08 -1.78414e-07 -8.28998e-08 3.27173e-06 8.33136e-07 3.3976e-06 7.6783e-06 -3.46934e-07 -1.8638e-07 2.60349e-06 -3.13736e-06 -3.00788e-07
internal_weight=0 219 2902 197 2880 172 148 126 105 80 59 2832 159 101 70 58 49 2673 2648 2627 2604 190 169 147 114 2414 2392 91 48 2372
internal_count=3121 219 2902 197 2880 172 148 126 105 80 59 2832 159 101 70 58 49 2673 2648 2627 2604 190 169 147 114 2414 2392 91 48 2372
is_linear=0
shrinkage=0.1


Tree=5377
num_leaves=31
num_cat=0
split_feature=401 132 1185 1203 401 16 401 1212 1212 1212 401 390 403 401 1209 1209 3 3 13 13 41 1210 1375 150 475 1375 42 475 3 16
split_gain=1.44372e-07 1.66784e-07 1.00211e-06 4.02928e-07 1.73383e-07 4.45927e-07 3.45571e-07 1.62923e-07 9.42613e-07 8.12353e-07 4.68963e-07 7.64864e-07 4.08465e-07 2.97366e-07 2.89926e-07 7.51529e-07 1.8826e-07 8.40716e-07 4.58246e-07 1.04182e-06 7.45649e-07 4.55487e-07 4.32001e-07 4.63662e-07 4.16356e-07 1.8664e-06 1.83073e-06 9.55188e-07 7.3711e-07 6.62317e-07
threshold=0.13837000000000002 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11769000000000002 -0.082039999999999988 0.11336 -0.121045 -0.092474999999999988 -0.087464999999999987 0.10711000000000001 0.089065000000000019 0.44389500000000004 0.094270000000000007 -0.084519999999999984 -0.067109999999999989 -0.082234999999999989 -0.082094999999999987 -0.087714999999999987 -0.090799999999999978 0.082095000000000015 -1.0000000180025095e-35 0.086520000000000014 -0.088794999999999985 -0.086279999999999982 -0.15308499999999997 0.083995000000000014 -0.085024999999999989 -0.082484999999999989 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 7 12 -9 -10 11 13 -4 14 -11 -16 18 -18 19 -17 22 -19 23 -20 26 -26 29 -27 -29 -25
right_child=-2 2 4 -5 5 -7 -8 8 9 10 -12 -13 -14 -15 15 16 17 21 20 -21 -22 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=-9.5900684619236108e-07 -8.2635168967369424e-06 2.2022315698406951e-05 -1.4252849597631632e-05 -1.381287205341713e-05 1.5821535104502497e-05 -2.7543199459094989e-06 -1.278834246304108e-05 2.1821309828737868e-05 -1.7911037142766871e-05 -1.0398579350014468e-05 1.4738962080814006e-05 -1.9403728219913319e-05 3.8384560715106399e-06 9.8072576307117753e-06 1.8618024048257875e-05 1.501471869107071e-06 -2.0088247393604519e-05 -1.1498401621186834e-05 -1.4392676090816773e-05 2.0445142403583593e-05 -1.8901989315054382e-05 -1.0711097397643469e-07 1.5151446605159434e-05 1.5839220612197854e-05 3.0733362167926059e-05 -1.8707648376221188e-05 -3.0764714467130199e-05 5.8432389901414359e-07 1.8044146112515589e-05 -6.2880495240660231e-06
leaf_weight=189 21 21 26 28 24 28 21 20 25 26 22 20 24 32 22 123 22 36 21 38 20 1407 20 24 21 25 22 737 25 31
leaf_count=189 21 21 26 28 24 28 21 20 25 26 22 20 24 32 22 123 22 36 21 38 20 1407 20 24 21 25 22 737 25 31
internal_value=0 5.59814e-08 2.57216e-07 -2.61757e-06 9.75144e-08 5.81915e-06 -8.3664e-09 8.78615e-08 1.91127e-07 3.2023e-08 1.98532e-07 7.88134e-08 -5.56902e-06 2.25741e-07 1.08714e-07 2.1403e-07 5.66089e-08 -6.87091e-07 1.04082e-06 5.97265e-06 2.0147e-07 -3.91301e-07 6.14072e-07 2.93159e-07 6.41636e-07 1.31121e-06 -6.38457e-06 5.26123e-07 1.15715e-06 3.36749e-06
internal_weight=0 3100 2883 217 2862 52 2810 2789 2739 2719 2694 2672 50 2652 2620 2594 2572 1465 1107 161 946 1443 926 906 885 808 77 787 762 55
internal_count=3121 3100 2883 217 2862 52 2810 2789 2739 2719 2694 2672 50 2652 2620 2594 2572 1465 1107 161 946 1443 926 906 885 808 77 787 762 55
is_linear=0
shrinkage=0.1


Tree=5378
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 131 400 12 448 447 160 1447 159 1453 1455 1455 1455 1453 2 159 1447 3 160 403 403 403 403 1454 12 484 130
split_gain=1.59144e-07 4.10835e-06 2.21406e-06 6.65825e-07 1.54888e-07 3.41722e-07 2.23289e-07 1.4896e-07 4.19784e-07 1.8722e-07 1.81988e-07 1.93236e-07 1.91725e-07 2.50299e-07 5.19616e-07 3.55224e-07 2.32951e-07 1.13636e-06 4.66425e-07 2.61875e-07 2.23308e-06 1.43255e-06 7.46973e-07 2.76931e-07 6.52521e-07 2.06063e-07 1.9084e-07 5.22876e-07 2.71981e-07 1.85572e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.076979999999999979 0.10782000000000001 0.091200000000000017 0.068920000000000023 0.094005000000000019 0.55608500000000005 0.093155000000000016 0.14765500000000001 -0.13306499999999996 -0.24112999999999998 -0.097209999999999977 -0.089344999999999994 -0.079499999999999987 0.08839000000000001 0.13610000000000003 -0.086279999999999982 -0.085709999999999995 -0.090764999999999985 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 -0.53255499999999989 0.10518000000000001 0.089085000000000011 0.10126500000000001 -0.23123999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 -6 8 9 10 11 12 -4 -14 -15 -16 17 -17 19 20 -18 -22 -21 -24 -25 -26 28 -28 29 -27
right_child=2 -3 7 -5 5 -7 -8 -9 -10 -11 -12 -13 13 14 15 16 18 -19 -20 22 21 -23 23 24 25 26 27 -29 -30 -31
leaf_value=6.3835280187163338e-06 -3.1799325882854066e-05 4.4656058950446704e-05 -9.7136930889973883e-06 -1.9160998663210195e-05 -9.9202732805655323e-07 -1.1015838910517343e-05 1.0188268569519014e-05 -8.5549321579492246e-06 1.1678904423118389e-05 -8.6369096388807532e-06 -8.8032908578221092e-06 8.1109345016254036e-06 8.9051874681445053e-06 -1.5659993009432498e-05 1.2505771867974704e-05 1.9502208801739097e-05 -3.2825307121956114e-05 -1.1482136706035817e-05 -1.5316563990381839e-05 1.6152878147138462e-05 -8.0042272030196546e-06 2.336569270179704e-05 -1.0679762211414831e-05 1.810341846976371e-05 -9.8963707430465598e-06 2.9952203875013982e-05 -1.8230359617064097e-05 4.6361158092622647e-06 -5.75770167885518e-06 8.8542301477170538e-08
leaf_weight=32 22 21 20 20 95 29 22 20 31 25 23 30 32 21 23 29 22 20 20 29 37 24 24 20 21 21 20 20 75 2273
leaf_count=32 22 21 20 20 95 29 22 20 31 25 23 30 32 21 23 29 22 20 20 29 37 24 24 20 21 21 20 20 75 2273
internal_value=0 2.59941e-06 -1.9617e-07 -1.86115e-06 8.26566e-08 -1.29836e-06 1.11025e-06 4.5243e-08 1.05384e-07 -2.14378e-08 5.53763e-08 1.28641e-07 4.15931e-08 1.13034e-07 8.79236e-09 1.31662e-07 2.44662e-08 6.85554e-06 -1.03977e-07 1.36766e-08 -5.51249e-06 4.33804e-06 1.96925e-07 9.89116e-09 1.14606e-07 -3.34499e-08 5.25282e-08 -6.79712e-06 1.68183e-07 3.61924e-07
internal_weight=0 219 2902 198 178 146 117 2880 2860 2829 2804 2781 2751 2731 2699 2678 2655 49 2606 2586 83 61 2503 2474 2450 2430 2409 40 2369 2294
internal_count=3121 219 2902 198 178 146 117 2880 2860 2829 2804 2781 2751 2731 2699 2678 2655 49 2606 2586 83 61 2503 2474 2450 2430 2409 40 2369 2294
is_linear=0
shrinkage=0.1


Tree=5379
num_leaves=31
num_cat=0
split_feature=130 12 132 50 393 1203 124 34 34 9 10 2 376 48 151 39 151 0 43 151 42 42 49 133 16 151 1 49 2 16
split_gain=2.37455e-07 5.14632e-07 1.33359e-07 4.35881e-06 1.91249e-06 9.39531e-07 1.32012e-07 2.71953e-07 5.39231e-07 5.00958e-07 9.48473e-07 4.2033e-07 3.42239e-07 2.50312e-07 7.78855e-07 6.95754e-07 5.58532e-07 3.66515e-07 4.38666e-07 2.32825e-07 1.05758e-06 2.3394e-06 2.30213e-06 1.50259e-06 1.47527e-06 5.13304e-07 4.13331e-07 8.47198e-07 6.29019e-07 3.63028e-07
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.097510000000000013 0.12679500000000002 0.089480000000000018 -0.083229999999999985 -0.10561499999999999 -0.057544999999999992 0.091600000000000015 0.09820000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085790000000000019 -0.082774999999999987 0.08733500000000001 -0.084699999999999984 -0.09515499999999999 -0.080554999999999974 -0.085134999999999975 0.083715000000000026 0.083995000000000014 0.11236 0.085195000000000007 -0.008069999999999999 -0.08341999999999998 0.10612500000000001 -0.0043999999999999985 0.089605000000000018 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 13 -8 -9 11 -11 -10 -13 14 -4 16 -15 -16 -19 20 23 -22 24 26 -23 -21 27 28 -14 -27
right_child=1 -3 4 -5 -6 -7 7 8 9 10 -12 12 19 15 17 -17 -18 18 -20 25 21 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-1.0861235001016212e-05 -5.3675973111054746e-08 1.5310264263296796e-05 2.3049005830259939e-05 4.4556090440230702e-05 -3.1035841311677358e-05 -2.2919508292034153e-05 -1.1000279063528465e-05 1.2623774657847456e-05 1.0984366150189411e-05 -2.6870818333009085e-05 2.9052738939398021e-06 -1.1009742530436127e-05 8.8194083218695594e-08 -2.0864460268719333e-05 1.0132823833906703e-05 1.0945478608776354e-05 2.2254454870562767e-06 -1.2477645689749033e-05 7.0621164195472384e-06 -1.2595483876258882e-05 3.5423243914717914e-05 2.672034093198558e-05 -2.0301099935280829e-05 -2.5571258958734691e-05 -3.7791894289418044e-06 -3.603443071241787e-06 1.1665522471654791e-05 1.2778541016208087e-05 -2.3705019195858771e-05 2.645893377889214e-07
leaf_weight=20 177 22 21 22 20 20 23 33 34 20 23 29 25 22 29 26 20 27 20 34 27 35 31 25 29 277 30 24 20 1956
leaf_count=20 177 22 21 22 20 20 23 33 34 20 23 29 25 22 29 26 20 27 20 34 27 35 31 25 29 277 30 24 20 1956
internal_value=0 7.0055e-08 -3.8839e-08 2.33947e-06 -2.20954e-07 -2.37508e-06 -3.94779e-09 -1.73275e-07 -7.93761e-08 -2.39439e-07 -1.09441e-05 -6.07511e-08 -2.08483e-07 2.74121e-06 6.00234e-06 -1.91069e-06 -9.86927e-06 1.29208e-06 -4.16285e-06 -8.38364e-08 2.83814e-06 9.44843e-06 2.06612e-06 -3.66554e-06 1.29002e-05 -4.0091e-07 1.86621e-06 -2.39436e-06 -1.04866e-05 -2.15234e-07
internal_weight=0 3101 3079 219 2860 197 2840 2675 2652 2619 43 2576 2542 165 97 68 42 76 47 2513 246 122 95 124 64 2267 99 69 45 2233
internal_count=3121 3101 3079 219 2860 197 2840 2675 2652 2619 43 2576 2542 165 97 68 42 76 47 2513 246 122 95 124 64 2267 99 69 45 2233
is_linear=0
shrinkage=0.1


Tree=5380
num_leaves=31
num_cat=0
split_feature=130 10 48 40 2 147 142 11 33 9 9 147 148 132 1185 1203 48 4 16 43 16 133 48 48 48 151 132 48 16 16
split_gain=1.92338e-07 4.48999e-07 6.79772e-07 3.23498e-07 2.60737e-07 3.07777e-07 3.36626e-07 3.68343e-07 3.70768e-07 2.8554e-07 4.72312e-07 1.90516e-07 3.04593e-07 1.88314e-07 1.2235e-06 4.66663e-07 2.22481e-07 6.00307e-07 9.91217e-07 6.45309e-07 6.52533e-07 2.84893e-07 2.52874e-07 8.64345e-07 7.5573e-07 7.26308e-07 6.85344e-07 8.24504e-07 8.84844e-07 1.08033e-06
threshold=-0.23647499999999996 -0.38124499999999995 0.086665000000000006 -0.24134999999999998 0.17025000000000004 0.10735000000000001 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.09055500000000001 0.10530000000000002 0.095485000000000014 -0.098399999999999974 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10697000000000002 0.033845000000000007 -0.013324999999999998 -0.050459999999999998 -0.50992999999999988 0.017095000000000003 0.089670000000000014 0.087555000000000008 0.086425000000000016 -0.0096649999999999982 0.089365000000000014 0.091635000000000008 -0.087659999999999988 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -8 -9 11 -11 12 -10 15 -15 -14 22 18 -18 -19 -21 -20 23 24 -16 -25 27 -24 29 -29
right_child=1 3 -4 4 -6 -7 7 8 9 10 -12 -13 13 14 16 -17 17 19 21 20 -22 -23 26 25 -26 -27 -28 28 -30 -31
leaf_value=-9.7751124894784886e-06 2.3652670071214745e-05 -1.2445130622446806e-05 -2.1075079833584216e-06 1.2952529468748253e-05 1.1113401567507979e-05 -1.1347236310636315e-05 -1.2403042524056219e-05 -1.2090629839804024e-05 -1.0440367963074746e-05 1.8977234183347764e-05 -1.7655652735139366e-06 8.3779893935166503e-06 -1.0363987808536853e-06 2.4315007331530243e-05 7.7177068952939341e-08 -1.5100298733833134e-05 2.4187252826474533e-05 1.0061361453713639e-05 7.6221096504822433e-06 1.6837125403981191e-06 -2.1655591816575593e-05 -8.1247173329757058e-06 -1.9869492050742445e-05 9.080926204097479e-07 -1.898530045721037e-05 2.6908102479823852e-05 9.4610650363132927e-06 -3.7475640783668494e-06 -7.9851145461789747e-06 2.6257072140651874e-05
leaf_weight=20 20 21 21 20 21 24 24 25 28 21 23 27 187 21 2155 27 30 26 27 25 23 20 34 21 21 22 35 30 102 20
leaf_count=20 20 21 21 20 21 24 24 25 28 21 23 27 187 21 2155 27 30 26 27 25 23 20 34 21 21 22 35 30 102 20
internal_value=0 6.30468e-08 1.04584e-05 -7.62378e-08 9.23333e-09 -6.80323e-08 2.23822e-08 -6.45724e-08 3.58084e-08 1.39453e-07 8.13441e-06 1.73504e-08 -6.17446e-08 4.10868e-08 2.74742e-07 -2.81082e-06 7.9896e-08 3.80483e-06 9.98598e-06 -2.6269e-06 -9.4997e-06 9.21332e-07 -1.50623e-07 1.70651e-07 -1.0679e-07 1.42104e-05 -3.37644e-06 -5.7921e-06 -2.64321e-06 8.25429e-06
internal_weight=0 3101 41 3060 3039 3018 2994 2974 2950 2925 44 2881 2854 2826 2612 214 2591 151 77 74 48 47 2440 2219 2176 43 221 186 152 50
internal_count=3121 3101 41 3060 3039 3018 2994 2974 2950 2925 44 2881 2854 2826 2612 214 2591 151 77 74 48 47 2440 2219 2176 43 221 186 152 50
is_linear=0
shrinkage=0.1


Tree=5381
num_leaves=31
num_cat=0
split_feature=44 156 1429 474 2 2 2 42 1 157 1429 16 12 483 43 1446 42 42 474 474 484 52 52 156 157 16 1427 1 120 1
split_gain=1.58106e-07 5.15555e-07 2.05186e-07 1.73335e-07 3.99374e-07 1.01944e-06 5.72425e-07 3.84909e-07 4.32466e-07 3.6156e-07 1.26505e-06 9.51757e-07 1.33251e-06 6.42501e-07 1.33407e-06 8.62065e-07 8.83797e-07 2.8625e-06 1.8602e-06 2.56749e-06 1.5981e-06 3.82892e-07 4.8497e-07 5.66176e-07 3.00825e-07 2.93905e-07 2.33811e-07 2.07472e-07 1.01467e-06 5.9962e-07
threshold=0.099360000000000018 -0.14734999999999998 -0.15262499999999998 0.091180000000000011 0.10327000000000001 0.090545000000000014 0.086330000000000004 0.089015000000000025 0.111945 -0.00078499999999999989 -0.072014999999999982 0.26799500000000004 0.092355000000000007 0.087520000000000014 -0.080084999999999976 0.085075000000000012 0.083715000000000026 0.083995000000000014 0.08708500000000001 0.08393500000000001 0.087825000000000014 -0.55692499999999978 -0.53964499999999982 0.11182500000000002 -0.082189999999999999 -0.0083599999999999976 0.087520000000000001 0.16540500000000002 1.0000000180025095e-35 0.15022500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 9 5 6 26 8 -6 11 -11 13 -13 15 -15 16 20 -18 19 -19 24 -12 -23 27 25 -4 -5 28 29 -24
right_child=-2 2 3 4 7 -7 -8 -9 -10 10 21 12 -14 14 -16 -17 17 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.4375768107129261e-05 -6.8850746064333979e-06 -8.2727124671085541e-06 3.9805384217701933e-06 -1.4137632890543457e-05 -1.3641415751494823e-05 -2.2255727252183621e-05 1.3878453241886747e-05 1.219571449400274e-05 5.6528664012708203e-06 -2.5251775223296139e-05 1.3779792097921018e-05 3.1140623546148333e-05 -2.765913450275548e-07 3.1329949815699363e-05 -2.7454713711415903e-06 -1.9435820333614097e-05 3.7564230168148546e-05 1.0141640455003654e-05 2.0178950423238956e-05 -2.7398018037753282e-05 -3.1374556183436649e-05 -1.2749503360585855e-05 -1.3595451559660256e-07 1.6798965370981024e-05 7.5181013926339805e-06 -1.134721335269017e-05 7.8473657638477614e-07 8.7892426161208564e-06 -2.1094770066986752e-05 1.7252505606393243e-05
leaf_weight=25 33 30 22 21 21 31 20 26 26 20 20 27 27 20 27 23 24 35 30 38 20 30 2353 20 33 29 21 26 23 20
leaf_count=25 33 30 22 21 21 31 20 26 26 20 20 27 27 20 27 23 24 35 30 38 20 30 2353 20 33 29 21 26 23 20
internal_value=0 7.35781e-08 -4.31554e-08 3.82447e-08 -3.10347e-06 -7.44913e-06 -4.58348e-08 2.43279e-06 -2.96798e-06 2.20151e-07 -2.02013e-07 3.2074e-06 1.5432e-05 1.01428e-06 1.17547e-05 -9.73119e-07 8.65159e-07 6.46254e-06 -7.84454e-07 -9.39955e-06 -5.97011e-06 -9.71195e-10 -1.12466e-07 4.27801e-08 7.85715e-08 -4.73524e-06 -6.67645e-06 -9.55864e-08 -1.91999e-07 1.0598e-08
internal_weight=0 3088 3063 3033 166 93 62 73 47 2867 2512 355 54 301 47 254 231 127 103 73 104 2492 2472 2442 84 51 42 2422 2396 2373
internal_count=3121 3088 3063 3033 166 93 62 73 47 2867 2512 355 54 301 47 254 231 127 103 73 104 2492 2472 2442 84 51 42 2422 2396 2373
is_linear=0
shrinkage=0.1


Tree=5382
num_leaves=31
num_cat=0
split_feature=130 40 32 33 47 47 9 0 47 47 393 1453 131 131 0 160 483 47 47 3 49 1 131 131 1 3 2 52 130 130
split_gain=1.56501e-07 4.90664e-07 1.44729e-07 2.078e-07 1.86355e-07 1.73701e-06 1.43137e-06 1.86885e-06 5.3263e-07 3.83004e-07 3.04827e-07 2.74517e-07 4.15731e-07 2.23961e-07 2.20054e-07 2.87039e-07 3.53101e-07 2.97639e-07 5.91659e-07 5.90547e-07 2.18527e-07 3.79093e-07 2.13074e-07 1.10874e-06 5.91705e-07 1.43713e-06 8.67075e-07 5.77432e-07 5.38669e-07 1.18701e-06
threshold=-0.23647499999999996 -0.23755499999999996 1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.096475000000000019 0.087755000000000014 -0.010949999999999998 0.091340000000000018 0.089640000000000011 0.12679500000000002 -1.0000000180025095e-35 0.095715000000000008 0.13767000000000004 -0.019414999999999998 -0.081399999999999986 0.087175000000000016 0.10843500000000002 0.11419000000000001 -0.081459999999999991 0.15021500000000002 0.11588000000000001 0.091360000000000011 0.090280000000000013 0.13820500000000002 -0.072894999999999988 0.085045000000000023 0.26521500000000003 0.08610000000000001 0.092225000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 8 -8 9 10 13 -7 14 22 15 16 -13 19 -19 -17 21 -20 23 -5 25 27 -27 28 -24 -30
right_child=1 2 -4 4 5 11 7 -9 -10 -11 -12 12 -14 -15 -16 17 -18 18 20 -21 -22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=-8.8175407290691515e-06 1.3478688810277231e-05 -8.701897438965847e-06 7.0956669534081949e-06 -1.4414954773931871e-07 3.0038675380356363e-05 1.1584020066948142e-05 -4.0781110919851932e-05 6.0863872780222063e-07 1.6237804429692916e-05 -1.328239315460616e-05 1.0741246604503922e-05 2.9411536749941145e-06 -1.0260329647855161e-05 -1.0187444819497284e-05 -8.7659179761041226e-06 -2.2579652977583465e-06 -1.3780970604547412e-05 -1.19434761742283e-05 -1.0926149155673794e-06 1.8229880201408167e-05 -2.5756836330401714e-06 1.5738587015334816e-05 5.9325925902204151e-06 -2.3226515547999532e-05 -1.2933516985537028e-05 3.5847323188136217e-05 7.6547856451725248e-06 -1.4474484171090729e-05 -2.4886608757697106e-05 8.7743188465403612e-06
leaf_weight=20 27 28 28 2298 21 20 20 24 20 22 26 28 38 22 21 24 23 27 23 34 25 32 118 21 22 20 24 23 20 22
leaf_count=20 27 28 28 2298 21 20 20 24 20 22 26 28 38 22 21 24 23 27 23 34 25 32 118 21 22 20 24 23 20 22
internal_value=0 5.68667e-08 -6.10218e-08 -1.26809e-07 -4.7252e-08 2.25054e-06 -3.15979e-07 -1.82049e-05 -1.98498e-08 -1.43107e-07 -3.26087e-08 2.72397e-07 -5.50267e-07 -1.40763e-07 1.00662e-06 1.95673e-06 -4.6002e-06 3.98341e-06 8.56436e-07 9.75215e-06 5.17641e-06 8.70008e-06 -5.46935e-08 -3.53175e-07 2.72514e-06 4.24272e-06 2.04696e-05 3.41178e-07 2.47093e-06 -7.25469e-06
internal_weight=0 3101 3074 3046 3018 316 2702 44 2658 2638 2616 295 275 2590 237 216 51 165 107 58 80 55 2568 2319 249 227 44 183 160 42
internal_count=3121 3101 3074 3046 3018 316 2702 44 2658 2638 2616 295 275 2590 237 216 51 165 107 58 80 55 2568 2319 249 227 44 183 160 42
is_linear=0
shrinkage=0.1


Tree=5383
num_leaves=31
num_cat=0
split_feature=399 132 400 1185 44 158 158 482 484 0 15 484 52 52 51 3 52 475 475 15 43 1370 0 1428 157 1425 156 475 159 3
split_gain=1.43643e-07 3.03748e-06 5.2168e-06 2.84387e-07 1.42443e-07 6.04039e-07 1.72822e-07 2.38025e-07 8.15911e-07 1.38704e-06 7.87374e-07 6.61546e-07 3.93472e-07 3.64718e-07 9.91593e-07 3.35439e-07 5.61197e-07 3.62435e-07 4.70232e-07 8.19335e-07 7.44932e-07 5.73429e-07 4.63556e-07 2.99547e-07 5.2801e-07 2.82669e-07 2.80253e-07 7.32341e-07 5.21051e-07 6.5112e-07
threshold=0.091580000000000009 -0.083284999999999984 0.10782000000000001 -0.089384999999999978 0.099360000000000018 -0.47356499999999996 -0.46695499999999995 0.080200000000000007 0.090535000000000018 -0.060129999999999996 -0.010414999999999999 0.096675000000000011 -0.026204999999999996 -0.56368999999999991 -0.08824499999999999 -0.24210499999999999 -1.0000000180025095e-35 -0.24039999999999997 -0.086304999999999979 -0.015744999999999999 -0.084359999999999991 0.077860000000000026 -0.065229999999999996 -0.071779999999999997 0.11933000000000001 0.09198000000000002 0.089950000000000016 -0.075854999999999992 0.10545500000000001 -0.079594999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 -7 13 9 10 12 -10 -9 14 -8 16 -15 22 19 -19 -21 23 -17 -20 25 26 -25 -28 29 -29
right_child=1 -3 -4 4 -6 6 7 8 11 -11 -12 -13 -14 15 -16 17 -18 18 21 20 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-1.0955246697600767e-05 5.9661015939127537e-05 -1.7352886484209071e-05 -7.7225556516943338e-06 1.5221390815265926e-05 -6.5603679304055706e-06 -7.6389941998892633e-06 4.0950969050754792e-06 -8.1865929473678999e-06 -1.7334691955056771e-05 3.31158554627109e-05 2.0582395605049984e-05 1.6159001074811386e-06 7.9668669386592238e-06 2.0451224745123737e-05 -2.5778532462936707e-05 1.0621570891089505e-06 -1.1743121116783837e-06 -3.4733559594904957e-06 -9.9846008197346247e-06 4.550363291113884e-06 3.0938802428863713e-05 -1.7216488895428484e-05 -2.0468185282425112e-05 -9.9948299118405904e-08 1.4365916737006047e-05 1.0557618867323982e-05 -2.201022771692979e-05 -5.922851788622402e-06 -1.2803424986737683e-05 1.3125861852776833e-05
leaf_weight=24 20 37 27 26 33 30 25 38 25 20 21 70 25 21 20 20 28 37 31 23 20 20 20 2289 25 24 21 38 29 34
leaf_count=24 20 37 27 26 33 30 25 38 25 20 21 70 25 21 20 20 28 37 31 23 20 20 20 2289 25 24 21 38 29 34
internal_value=0 4.07922e-06 2.09513e-05 -1.12829e-07 -2.64642e-08 4.58911e-08 -8.76779e-08 -1.0202e-08 3.32851e-06 9.44835e-06 3.81323e-06 -3.3711e-06 -1.77649e-06 -2.5402e-07 -9.18207e-06 -1.04109e-07 8.09378e-06 -2.56787e-07 -1.10956e-07 7.4365e-06 1.68241e-05 -3.51416e-07 -9.70301e-06 -2.16008e-07 -9.29082e-08 -2.41356e-07 -3.48853e-07 -5.01888e-06 -1.48602e-06 3.07237e-06
internal_weight=0 84 47 3037 3013 2980 2954 2924 199 104 84 95 63 2725 45 2680 49 2631 2591 80 43 2511 40 2491 2460 2435 2411 122 101 72
internal_count=3121 84 47 3037 3013 2980 2954 2924 199 104 84 95 63 2725 45 2680 49 2631 2591 80 43 2511 40 2491 2460 2435 2411 122 101 72
is_linear=0
shrinkage=0.1


Tree=5384
num_leaves=31
num_cat=0
split_feature=132 1185 1203 399 11 157 11 51 11 156 52 1419 1420 49 1420 11 4 11 12 14 2 9 10 11 41 41 2 13 13 1
split_gain=1.8341e-07 1.06897e-06 3.67543e-07 2.12686e-07 1.51735e-07 8.71774e-07 9.74563e-07 1.09087e-06 7.20102e-07 5.19978e-07 1.84089e-06 2.33859e-07 8.13053e-07 6.14185e-07 5.61219e-07 1.82863e-07 5.78112e-07 3.60397e-07 5.66392e-07 3.0866e-07 5.21529e-07 5.16776e-07 5.3498e-07 5.02056e-07 4.46623e-07 9.95334e-07 3.54587e-07 2.28607e-07 1.00659e-06 6.77751e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.099080000000000015 0.088215000000000002 -0.051074999999999988 0.094350000000000003 -0.057604999999999996 0.10221500000000001 0.12734000000000004 -0.54663499999999987 0.086505000000000012 -0.08341999999999998 0.08610000000000001 -0.085599999999999996 0.081365000000000007 -0.14723499999999998 0.076560000000000003 0.085195000000000007 0.078235000000000013 0.087955000000000019 0.092410000000000006 0.053330000000000009 -1.0000000180025095e-35 0.08690500000000001 0.078065000000000009 -0.045829999999999989 -0.13710499999999998 -0.28558999999999996 0.10684
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 9 -6 -7 -8 -9 11 -11 14 -13 -14 -3 17 -17 19 -19 21 -21 22 23 -16 25 26 -25 28 29 -28
right_child=1 3 -4 -5 5 6 7 8 -10 10 -12 12 13 -15 15 16 -18 18 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-1.2561587827337625e-06 2.2692043923944725e-05 -1.6847303950271453e-05 -1.3705064189282353e-05 1.0324489653612546e-05 2.0928533520062683e-05 -1.9146111133688301e-05 2.3290726196798708e-05 -1.7930257502030145e-05 8.2874932807251085e-06 -3.3167956607940142e-05 8.7511799661528637e-06 2.2226437968562269e-05 -9.4347780545563991e-06 1.1212664168851915e-05 1.4482266605379361e-05 -1.7940338974850337e-05 4.7341292745683034e-06 -2.4025998141041783e-06 2.1396394358816906e-05 -1.9307827884321424e-05 2.0079408348768387e-06 1.2910875061093505e-05 -1.2728257653097072e-05 -1.2749980330475163e-05 -1.4572843723553455e-05 2.2289174903562529e-05 1.4022102644818146e-05 2.6117591149132009e-07 -2.3540225619068555e-05 -4.158779051273818e-06
leaf_weight=195 21 20 27 20 23 22 22 20 22 20 22 21 34 25 24 22 23 20 20 22 24 31 33 22 21 20 26 2180 22 97
leaf_count=195 21 20 27 20 23 22 22 20 22 20 22 21 34 25 24 22 23 20 20 22 24 31 33 22 21 20 26 2180 22 97
internal_value=0 2.12131e-07 -2.77021e-06 4.81008e-08 -2.38124e-08 3.63539e-06 -9.89521e-07 5.25181e-06 -4.19715e-06 -1.68903e-07 -1.12103e-05 2.40853e-09 5.32862e-06 -6.85862e-07 -1.5979e-07 -3.17696e-08 -6.35117e-06 7.92268e-08 9.4969e-06 -7.01415e-08 -8.18656e-06 8.06482e-08 -8.20255e-08 9.09951e-08 -5.36408e-08 7.51734e-08 -1.14124e-07 5.44156e-09 -3.83939e-06 -3.15666e-07
internal_weight=0 2899 222 2878 2858 109 86 64 42 2749 42 2707 80 59 2627 2607 45 2562 40 2522 46 2476 2445 2412 2388 2367 2347 2325 145 123
internal_count=3121 2899 222 2878 2858 109 86 64 42 2749 42 2707 80 59 2627 2607 45 2562 40 2522 46 2476 2445 2412 2388 2367 2347 2325 145 123
is_linear=0
shrinkage=0.1


Tree=5385
num_leaves=31
num_cat=0
split_feature=132 393 132 50 2 132 2 158 158 158 1452 15 1452 51 160 12 479 15 1447 2 1456 1453 481 1456 43 1447 1456 1447 481 4
split_gain=1.48564e-07 9.06864e-07 3.18455e-07 2.47155e-07 1.63127e-07 2.59358e-07 3.41601e-07 1.49875e-07 2.04121e-07 2.38998e-07 2.28658e-07 4.51199e-07 2.75659e-07 4.07803e-07 2.27628e-07 9.98976e-07 3.90998e-07 5.67855e-07 2.88916e-07 4.44786e-07 3.45536e-07 2.80468e-07 2.94328e-07 6.68239e-07 1.59878e-06 3.98025e-07 2.10226e-06 7.00605e-07 3.83166e-07 3.78532e-07
threshold=-0.083174999999999985 0.12069000000000002 -0.084644999999999984 0.09227500000000001 0.083935000000000023 -0.41094499999999995 0.10381000000000001 -0.47382999999999992 -0.4686749999999999 -0.25150999999999996 0.088500000000000009 -0.065449999999999994 0.086765000000000023 -0.4680149999999999 -0.54913999999999985 0.089625000000000024 0.10061500000000002 0.11601500000000002 1.0000000180025095e-35 0.087545000000000026 0.11585000000000002 -0.07303999999999998 -0.087424999999999989 0.090820000000000026 -0.065269999999999981 -0.086279999999999982 0.085755000000000012 -0.084334999999999979 -0.076669999999999988 -0.50940999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 -1 -6 -7 -2 -9 -10 12 -12 13 -11 15 -15 18 -18 20 -20 21 -16 -23 25 -25 26 -24 -27 -29 -30
right_child=1 -3 -4 -5 5 6 -8 8 9 10 11 -13 -14 14 16 -17 17 -19 19 -21 -22 22 23 24 -26 27 -28 28 29 -31
leaf_value=7.1395890602486498e-06 -7.5181613038484316e-06 2.089628686094546e-05 -1.3912797492759472e-05 -1.0135413787405992e-05 5.7748138458872495e-06 -7.7464654124748663e-07 -1.4547042337653694e-05 8.9287514828566399e-06 -7.7464504603342034e-06 1.3640166790454798e-05 -2.6247451552824881e-06 1.3563530226040004e-05 -1.1420738056109432e-05 -3.355274604569116e-06 -1.0566813482000727e-05 2.4255885009552002e-05 2.4564994487263903e-06 -2.0825318080658856e-05 -6.1589040948698925e-07 1.9059683800151107e-05 -1.0824494414218105e-05 -8.8975247952779075e-06 9.7560339394543991e-06 -6.8209398443247231e-06 3.0074616552155932e-05 1.8348711442480897e-05 -3.1887524826081724e-05 -1.3445577661470799e-05 -7.2823851455926958e-06 3.460664517949361e-07
leaf_weight=28 26 21 22 27 39 83 23 26 39 22 33 36 21 38 25 20 20 22 27 20 30 36 27 23 24 21 22 21 67 2232
leaf_count=28 26 21 22 27 39 83 23 26 39 22 33 36 21 38 25 20 20 22 27 20 30 36 27 23 24 21 22 21 67 2232
internal_value=0 1.9093e-07 -2.49319e-06 -1.23704e-06 1.51726e-07 -1.19765e-06 -3.763e-06 3.98486e-08 1.0875e-07 2.7604e-08 1.36391e-07 5.82131e-06 -7.92867e-09 8.09364e-08 -3.05788e-08 6.16581e-06 -1.67908e-07 -9.73874e-06 -1.18014e-08 7.75669e-06 -1.56231e-07 -2.81098e-08 7.84278e-08 2.11023e-07 1.20193e-05 -2.11909e-08 -8.94107e-06 1.65513e-07 9.23873e-10 1.2375e-07
internal_weight=0 2899 222 200 173 145 106 2878 2852 2826 2787 69 2718 2697 2675 58 2617 42 2575 47 2528 2498 2473 2437 47 2390 49 2341 2320 2299
internal_count=3121 2899 222 200 173 145 106 2878 2852 2826 2787 69 2718 2697 2675 58 2617 42 2575 47 2528 2498 2473 2437 47 2390 49 2341 2320 2299
is_linear=0
shrinkage=0.1


Tree=5386
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 399 130 40 1 10 39 1 9 16 13 0 41 12 12 13 1 45 12 151 42 16 151 3 42 1 49
split_gain=1.35901e-07 4.15528e-06 2.19954e-06 6.9198e-07 1.81145e-07 1.44452e-07 2.40631e-07 1.47081e-07 5.5878e-07 1.09998e-06 5.21537e-07 4.5859e-07 3.44095e-07 3.79386e-07 3.5642e-07 2.46369e-07 5.77408e-07 2.21802e-07 5.64745e-07 7.00934e-07 3.85414e-07 3.5757e-07 2.92401e-07 7.12428e-07 2.10281e-06 1.24143e-06 1.13652e-06 1.86605e-06 7.43147e-07 8.57094e-07
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.090310000000000015 -0.22699999999999995 -0.16692999999999997 0.13686500000000004 0.0036750000000000007 0.0046100000000000004 0.13842500000000005 0.088235000000000022 -0.11676499999999999 -0.13710499999999998 -0.019414999999999998 0.086565000000000017 0.08486500000000001 -0.095379999999999979 -0.091559999999999989 0.098420000000000021 0.094030000000000016 -0.092484999999999984 -0.085134999999999975 0.083715000000000026 -0.011734999999999997 -0.50641499999999995 -0.087429999999999994 0.084435000000000024 0.10612500000000001 -0.0043999999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 8 11 -10 -9 15 13 -12 -14 17 -17 18 -8 -20 21 -19 23 25 -25 -23 -26 -28 29 -27
right_child=2 -3 4 -5 -6 6 7 10 9 -11 12 -13 14 -15 -16 16 -18 20 19 -21 -22 22 -24 24 26 28 27 -29 -30 -31
leaf_value=-3.1352555073350563e-07 -3.1680650896636179e-05 4.2612840212788563e-05 -7.7526796455155526e-06 -1.9942761164202241e-05 7.3153169175972882e-06 8.800218938264857e-06 1.9624098814006176e-05 -1.6986076211058229e-05 2.5147727557431123e-05 -2.0064103903548261e-06 -2.7699950101856714e-06 -1.3329515800600908e-05 9.4596551889480909e-07 1.3288565646364856e-05 -1.498982685734518e-05 1.828406675012199e-05 -2.3762226544110287e-06 -1.1017605975212064e-05 -1.0488591194722365e-05 1.2887785265261101e-05 -1.3464182335486511e-05 -2.4692862207302825e-05 -4.1049183768880509e-07 3.2286578381648851e-05 2.066934126064139e-05 -7.7563000642310646e-06 -2.6949854742269966e-05 8.2280851987242826e-06 1.6473360587302262e-05 1.5396769768336702e-05
leaf_weight=176 22 23 24 20 34 31 20 23 26 35 31 26 32 28 25 24 31 30 29 23 22 20 2136 29 22 67 25 38 28 21
leaf_count=176 22 23 24 20 34 31 20 23 26 35 31 26 32 28 25 24 31 30 29 23 22 20 2136 29 22 67 25 38 28 21
internal_value=0 2.4021e-06 -1.81274e-07 -2.31651e-06 5.93464e-08 -2.73377e-08 3.83633e-08 -5.89557e-08 1.07239e-07 9.56748e-06 -3.22982e-06 -1.15483e-07 -5.02283e-07 4.85102e-06 -6.04342e-06 1.846e-08 6.63918e-06 -1.26615e-07 5.3435e-06 -1.4904e-07 -2.88161e-07 -1.68181e-07 -3.17672e-08 3.20406e-06 9.03471e-06 -1.68341e-06 1.10172e-06 -5.73141e-06 2.28374e-06 -2.23114e-06
internal_weight=0 219 2902 196 2880 2846 2822 2791 2652 61 139 2591 116 59 57 2565 55 2510 72 52 2438 2416 2386 250 114 136 85 63 116 88
internal_count=3121 219 2902 196 2880 2846 2822 2791 2652 61 139 2591 116 59 57 2565 55 2510 72 52 2438 2416 2386 250 114 136 85 63 116 88
is_linear=0
shrinkage=0.1


Tree=5387
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 4 1 1 40 43 1 13 45 376 39 9 10 1184 2 2 2 2 13 15 52 48 475 1428 1454 3 1454
split_gain=1.45774e-07 1.0603e-06 5.01756e-07 1.42302e-07 3.48825e-07 1.70557e-07 6.33949e-07 5.20992e-07 5.93369e-07 4.47666e-07 3.42098e-07 3.09313e-07 3.08362e-07 3.35329e-07 1.02765e-06 8.86254e-07 2.31612e-07 2.28155e-07 5.13519e-07 8.2463e-07 9.21119e-07 6.58036e-07 1.14845e-06 7.75224e-07 4.63481e-07 4.07359e-07 1.38441e-06 1.30288e-06 7.02832e-07 5.62536e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.23631000000000002 0.63113500000000011 0.13534000000000004 0.13756000000000004 -0.07632499999999999 -0.04890499999999999 0.13408500000000004 -0.13710499999999998 0.094030000000000016 0.088720000000000007 -1.0000000180025095e-35 0.092235000000000011 0.0036750000000000007 0.088135000000000019 0.12299 0.11682500000000001 0.11510000000000002 0.11411 -0.064619999999999983 -0.052074999999999989 -0.061194999999999992 0.12230500000000001 0.016915000000000003 -0.020064999999999996 0.11906000000000001 -0.085114999999999982 0.10518000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 9 -7 -8 -9 11 -10 12 13 -3 15 16 17 18 19 20 24 23 -23 -20 25 27 -27 29 -28 -15
right_child=1 3 -4 -5 -6 6 7 8 10 -11 -12 -13 -14 14 -16 -17 -18 -19 21 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-7.0065041025093078e-07 2.2577713605728824e-05 1.0773089506983524e-05 -1.5245984371648337e-05 -7.8085276646047344e-06 1.2093951337040684e-05 -1.5535353213635972e-05 1.3294599568780541e-05 -1.6388672258472071e-05 -4.1030016662091386e-06 1.5074581569933797e-05 1.0631338328983895e-05 -1.1750825011734957e-05 -1.0897551335801836e-05 3.1148450037860403e-07 -1.9267608713899219e-05 1.6381717251961699e-05 -1.0590298734314275e-05 4.0782650851648816e-06 -1.391814202262057e-05 1.7330269559222093e-05 -1.9423532330620221e-05 -4.4518403142103041e-07 -3.3928104676306249e-05 1.0975489636887781e-05 1.5058652334552055e-05 -2.8914471615626968e-05 1.4621777059485043e-05 2.5795564010877572e-05 -8.0121397545821428e-06 -1.6540073147552903e-05
leaf_weight=195 21 30 27 23 24 33 24 25 40 20 26 22 25 2078 27 34 20 144 22 28 24 21 20 29 21 21 23 20 34 20
leaf_count=195 21 30 27 23 24 33 24 25 40 20 26 22 25 2078 27 34 20 144 22 28 24 21 20 29 21 21 23 20 34 20
internal_value=0 1.89124e-07 -2.46968e-06 2.576e-08 8.88734e-08 -1.29005e-08 -3.31769e-06 1.88246e-07 -3.26837e-06 1.69399e-07 1.70144e-06 5.7456e-08 1.55821e-07 2.61453e-07 1.39509e-07 3.44273e-07 1.28323e-07 2.13901e-07 -2.17906e-08 2.75176e-07 6.2082e-08 -7.34588e-06 -1.67783e-05 2.3706e-07 2.73022e-07 1.3163e-07 -6.96559e-06 3.93e-07 1.12084e-06 1.5084e-07
internal_weight=0 2899 222 2878 2855 2831 148 115 91 2683 66 2663 2641 2616 2586 2559 2525 2505 2361 2269 2241 92 41 51 2217 2196 78 2118 57 2098
internal_count=3121 2899 222 2878 2855 2831 148 115 91 2683 66 2663 2641 2616 2586 2559 2525 2505 2361 2269 2241 92 41 51 2217 2196 78 2118 57 2098
is_linear=0
shrinkage=0.1


Tree=5388
num_leaves=31
num_cat=0
split_feature=46 44 1456 49 1453 49 49 49 2 1429 4 475 133 133 133 49 158 15 2 15 2 1454 3 42 97 34 104 34 33 12
split_gain=1.52781e-07 6.32815e-07 2.00903e-07 7.93322e-07 2.21962e-07 1.87003e-07 1.15052e-06 9.60062e-07 8.61038e-07 6.34621e-07 2.54347e-06 1.65002e-06 5.63483e-07 1.10828e-06 7.89212e-07 5.71099e-07 4.57965e-07 6.32201e-07 8.27988e-07 5.71156e-07 5.29964e-07 4.09315e-07 3.2906e-07 4.4311e-07 2.81497e-07 3.76876e-07 4.7206e-07 5.52256e-07 5.25947e-07 2.54494e-07
threshold=0.084955000000000017 0.10049500000000001 0.10959500000000001 0.084945000000000007 0.087805000000000008 0.088930000000000009 0.08610000000000001 0.084945000000000007 0.086375000000000021 0.083725000000000008 -0.0092149999999999992 -0.034084999999999997 0.089405000000000012 0.087285000000000015 0.093255000000000018 0.091860000000000011 0.083065000000000014 -0.09551999999999998 0.11585500000000001 -0.076244999999999993 0.090675000000000019 0.10205000000000002 -0.076969999999999997 0.09796500000000001 -0.086464999999999986 -0.08786999999999999 0.083745000000000014 -0.057544999999999992 -1.0000000180025095e-35 0.089505000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 7 21 -8 11 -11 -7 13 15 -14 -13 17 18 20 -19 -17 24 -16 -24 -1 -26 27 -27 -29 -22
right_child=1 -3 3 -5 -6 9 8 -9 -10 10 -12 12 14 -15 22 16 -18 19 -20 -21 29 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-1.1270884507601816e-05 1.9140432193580637e-05 -4.3283452736499452e-06 -1.7659579662935796e-05 5.5352465005853452e-06 8.4446835682771766e-06 2.5342797775722472e-05 -2.4037949651756209e-06 -2.0853087285517676e-05 2.3349490385117936e-05 -3.4903036411378708e-05 1.1175660454129052e-05 -1.5785236020747107e-05 -2.2951371346590787e-05 2.3029219671570901e-05 3.0183844730218082e-06 -1.584139875955192e-06 9.8147006804083522e-06 1.8109004800366663e-05 8.1651150742839934e-06 -1.1121862555158328e-06 -1.2930843386129709e-05 -1.2866132116566102e-05 -1.9187997434963346e-05 -2.9960057064373462e-07 1.0372176391044649e-05 1.5423221075986742e-05 -1.5096989018275052e-05 -1.5970621643646154e-05 3.1543132966592287e-07 -2.8883705329008081e-05
leaf_weight=21 20 27 29 30 31 23 20 22 37 25 23 25 27 20 42 22 40 22 23 52 20 24 23 27 37 24 20 20 2325 20
leaf_count=21 20 27 29 30 31 23 20 22 37 25 23 25 27 20 42 22 40 22 23 52 20 24 23 27 37 24 20 20 2325 20
internal_value=0 5.65837e-06 -8.65121e-08 -5.8656e-06 2.65779e-08 -6.08756e-08 2.65712e-07 -5.54714e-08 1.43132e-05 -1.97976e-06 -1.28237e-05 -6.31301e-07 -2.27704e-06 4.74433e-07 -7.91872e-06 -1.53939e-06 2.50292e-07 -2.15585e-06 -8.03935e-06 4.60222e-06 -1.40507e-05 1.29696e-07 -3.50697e-06 -8.98826e-06 2.57158e-07 3.56947e-07 2.01835e-07 3.30993e-07 1.76531e-07 -2.09073e-05
internal_weight=0 47 3074 59 3015 2984 2550 2493 57 434 48 386 363 244 119 224 199 159 85 74 62 2471 92 50 2447 2426 2389 2369 2345 40
internal_count=3121 47 3074 59 3015 2984 2550 2493 57 434 48 386 363 244 119 224 199 159 85 74 62 2471 92 50 2447 2426 2389 2369 2345 40
is_linear=0
shrinkage=0.1


Tree=5389
num_leaves=31
num_cat=0
split_feature=44 47 0 4 3 47 0 484 1456 394 13 42 42 34 9 3 131 1210 52 16 1210 1212 16 15 1212 1210 3 4 3 12
split_gain=1.54715e-07 1.75749e-07 1.45325e-06 5.24452e-06 1.25573e-06 6.43085e-07 2.4652e-07 2.59376e-07 3.1561e-07 2.44127e-07 2.28029e-07 2.91931e-07 2.80811e-07 1.97098e-07 2.48924e-07 7.15939e-07 1.92291e-07 1.78042e-07 1.6699e-06 1.46152e-06 3.37359e-07 2.04808e-07 8.61993e-07 9.93225e-07 3.40745e-07 2.42347e-07 1.59419e-06 6.08219e-07 2.57976e-07 4.26157e-07
threshold=0.094585000000000016 0.092165000000000011 -0.10224499999999999 0.181285 -1.0000000180025095e-35 0.090100000000000013 -0.093584999999999988 -0.078424999999999981 -1.0000000180025095e-35 0.264685 -0.07743499999999999 0.094165000000000013 0.089625000000000024 -0.112215 0.08925000000000001 -0.014944999999999998 0.13767000000000004 -0.13847499999999999 0.087765000000000024 -0.082039999999999988 -0.090569999999999998 -0.089079999999999979 -0.092484999999999984 0.085550000000000015 -0.082209999999999991 -0.064344999999999999 -0.082334999999999978 -0.082594999999999988 -0.094299999999999981 0.10832500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 6 9 -4 -8 -9 13 12 -12 -10 -1 16 -16 17 18 19 -15 -19 22 -22 -24 -23 26 27 -26 29 -27
right_child=-2 2 4 -5 -6 -7 7 8 10 -11 11 -13 -14 14 15 -17 -18 20 -20 -21 21 24 23 -25 25 28 -28 -29 -30 -31
leaf_value=-8.7140171987042628e-06 6.2589731698655018e-06 -5.8301471122490517e-05 -9.221047176035956e-06 1.2162062679029383e-06 2.2323367441528646e-05 1.7605517106338603e-05 -6.9710003873370696e-06 1.4073746924623265e-05 -1.4164806502363222e-06 1.0080997860010636e-05 1.4565574340796208e-06 -1.1918013213592835e-05 1.4955644363681131e-05 3.6365218074934089e-05 1.7336063178688699e-05 -6.2892030339002225e-06 -9.4101051052513707e-06 -1.2772627174161332e-05 -1.765823251930886e-05 -1.406804447123293e-06 -1.9805189648886209e-05 1.2540666220543656e-05 1.961537127066376e-05 -5.1808688151920383e-06 4.1511671683062893e-06 3.1113128556487268e-06 2.5954506781999953e-05 -1.6452245464556061e-05 -6.546420567351807e-07 -7.6156379818934427e-06
leaf_weight=26 39 20 31 57 26 21 37 20 22 24 51 24 20 20 29 23 22 21 21 21 27 22 21 70 38 383 26 23 1895 41
leaf_count=26 39 20 31 57 26 21 37 20 22 24 51 24 20 20 29 23 22 21 21 21 27 22 21 70 38 383 26 23 1895 41
internal_value=0 -7.92012e-08 -2.34546e-06 -1.42429e-05 1.62037e-06 1.72423e-07 -1.00538e-06 4.58335e-07 2.4648e-06 3.94428e-08 4.80363e-07 -2.82331e-06 6.37977e-06 -4.88669e-08 3.44827e-08 6.88643e-06 -9.99199e-08 -2.20104e-08 5.2732e-06 1.70186e-05 -1.49904e-07 -4.57889e-08 -4.11422e-06 5.4134e-07 1.51936e-07 3.86554e-08 5.22023e-06 -3.61733e-06 -1.55737e-07 2.07404e-06
internal_weight=0 3082 308 77 231 2774 205 174 137 2753 117 75 42 2729 2703 52 2651 2629 62 41 2567 2546 118 91 2428 2406 87 61 2319 424
internal_count=3121 3082 308 77 231 2774 205 174 137 2753 117 75 42 2729 2703 52 2651 2629 62 41 2567 2546 118 91 2428 2406 87 61 2319 424
is_linear=0
shrinkage=0.1


Tree=5390
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 401 12 403 1210 1 402 401 16 1 121 33 12 12 13 15 15 12 3 1 15 12 12 3 12 42 51
split_gain=1.44121e-07 4.10716e-06 2.1079e-06 8.01027e-07 1.46722e-07 1.19525e-06 2.02057e-06 1.68844e-06 8.60852e-07 1.4243e-06 2.69734e-07 8.40918e-07 2.1426e-07 6.35424e-07 2.34466e-07 2.07873e-07 8.73329e-07 7.59591e-07 6.10883e-07 2.12275e-06 1.19974e-06 2.67528e-06 1.26093e-06 9.64775e-07 6.06124e-07 6.84384e-07 9.6808e-07 5.51162e-07 2.19938e-06 5.71974e-07
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.10022000000000002 0.088245000000000004 -0.0047449999999999992 -0.0061249999999999994 0.085760000000000017 0.11522000000000002 0.092675000000000021 -0.091744999999999979 0.16540500000000002 -0.094339999999999993 -0.044254999999999996 0.086305000000000007 0.086850000000000024 -0.081829999999999986 0.085730000000000015 0.087575000000000014 0.083715000000000026 -0.086049999999999988 1.0000000180025095e-35 0.084840000000000013 0.087215000000000015 0.087625000000000022 -0.085384999999999975 0.085440000000000016 0.084695000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 10 6 -6 -7 9 -9 12 -12 13 -4 -15 18 17 -17 23 -20 22 -22 -21 27 -18 26 -26 -16 -29 -30
right_child=2 -3 4 -5 5 7 -8 8 -10 -11 11 -13 -14 14 15 16 24 -19 19 20 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=1.4581665879448114e-07 -3.1022909107295251e-05 4.4524225120853988e-05 -1.6190429099320152e-05 -2.0961409418305266e-05 6.9063255938564666e-06 2.7223012994395307e-05 -3.2783182648237363e-05 -3.2304419119100206e-05 9.9189162288634451e-06 3.4988084989890926e-06 2.322373042545678e-05 -4.0506019174175058e-06 1.039672992078522e-05 1.0679169162401759e-05 5.5584868518236914e-08 2.2547810191794912e-05 -1.1323755698381426e-05 7.1650152070409005e-07 -2.9257082138483936e-05 -2.8157790981450404e-05 3.8180486080818815e-05 -1.2923182966915193e-05 1.6907986388435926e-07 1.6790269372987414e-05 -2.4302200326928872e-06 2.6857429439794745e-07 2.4643289784112963e-05 -3.2293261119775708e-05 1.6228941010575954e-05 -5.960205234819464e-06
leaf_weight=178 22 21 24 20 23 23 29 20 28 25 20 26 20 21 966 34 43 30 33 22 21 20 55 33 25 1238 28 26 21 26
leaf_count=178 22 21 24 20 23 23 29 20 28 25 20 26 20 21 966 34 43 30 33 22 21 20 55 33 25 1238 28 26 21 26
internal_value=0 2.47368e-06 -1.86675e-07 -1.98623e-06 4.88794e-08 -3.01774e-06 -1.52282e-05 3.59626e-06 -3.84779e-06 -1.24137e-05 2.15007e-07 7.8078e-06 8.49739e-08 7.61638e-09 1.5476e-07 7.04361e-08 9.03398e-07 1.23144e-05 -8.81715e-07 -6.83662e-06 -5.66487e-07 1.32519e-05 -7.92431e-06 -4.29184e-08 3.55945e-07 7.44966e-07 1.18728e-05 -5.77562e-07 -8.95592e-06 3.95409e-06
internal_weight=0 219 2902 198 2880 148 52 96 73 45 2732 46 2686 2666 2642 2621 1398 64 1223 151 118 41 77 1072 1334 1291 53 1039 73 47
internal_count=3121 219 2902 198 2880 148 52 96 73 45 2732 46 2686 2666 2642 2621 1398 64 1223 151 118 41 77 1072 1334 1291 53 1039 73 47
is_linear=0
shrinkage=0.1


Tree=5391
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 4 4 374 1 15 1 1 40 4 376 45 3 3 47 3 10 52 51 48 16 4 1 51 2 4 2
split_gain=1.36977e-07 1.10385e-06 3.22991e-07 1.34736e-07 3.00957e-07 2.3956e-07 1.55909e-07 2.46191e-07 8.49492e-07 5.09217e-07 4.93024e-07 3.60079e-07 3.87406e-07 2.60606e-07 2.07354e-07 2.49291e-07 1.26731e-06 6.80365e-07 2.11013e-06 1.97881e-06 7.14764e-07 1.31718e-06 1.42643e-06 1.30089e-06 1.20918e-06 2.68068e-06 1.18408e-06 1.03924e-06 1.09802e-06 5.61913e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23123999999999997 0.62931500000000018 0.6227450000000001 0.08987500000000001 0.13686500000000004 -0.43375999999999998 0.13471500000000003 0.13927000000000003 -1.0000000180025095e-35 0.098655000000000007 0.088720000000000007 0.094030000000000016 -0.042499999999999989 -0.053259999999999995 0.094160000000000008 0.048265000000000009 -0.013164999999999998 -0.013374999999999998 0.093135000000000009 0.096030000000000018 -0.0034149999999999996 0.053180000000000012 0.089770000000000016 0.088210000000000011 0.10644500000000001 0.41257000000000005 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 9 -9 13 -10 -12 -13 14 15 16 -5 19 -19 -17 21 26 -23 24 25 -22 29 -26 -29 -21
right_child=1 3 -4 4 -6 -7 -8 8 10 -11 11 12 -14 -15 -16 17 -18 18 -20 20 23 22 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-9.7468110641038474e-07 2.3027055032712052e-05 7.6398074547203425e-06 -1.264473070882054e-05 -6.9454899490224646e-08 -9.1302051739856121e-06 1.0976762283121388e-05 7.2874752669153605e-06 -2.1351148525165324e-05 1.3241175275609188e-05 1.4611623114054359e-05 5.255382227915107e-06 -9.855421744166803e-07 -2.0015532882098342e-05 -9.9828788454313049e-06 -9.1735787312548694e-06 -2.3205159882877525e-05 -2.318492417240729e-05 3.8635196378891127e-05 -1.1466434079920873e-06 -1.0246465441620483e-05 -5.8612034114991765e-06 -3.636755055254071e-05 1.4005079447088065e-06 2.5015847613223526e-05 -1.587829191731334e-05 4.0071286542797685e-05 2.2277303126499576e-05 -6.5297674788753015e-06 2.1581427214793319e-05 2.4287130300382353e-06
leaf_weight=195 21 23 27 2018 36 20 29 24 21 24 25 23 20 26 24 32 24 20 40 45 27 20 20 34 39 24 26 33 24 157
leaf_count=195 21 23 27 2018 36 20 29 24 21 24 25 23 20 26 24 32 24 20 40 45 27 20 20 34 39 24 26 33 24 157
internal_value=0 1.83321e-07 -2.39401e-06 1.66361e-08 -4.47765e-08 7.12488e-08 -6.67552e-09 -8.30403e-08 -4.65448e-06 1.11379e-07 -1.5201e-07 -4.28814e-06 -9.8367e-06 -2.07915e-08 7.85619e-08 1.64528e-07 -3.41135e-07 2.07315e-06 1.2114e-05 8.20658e-07 2.53297e-06 -7.45948e-07 -1.74835e-05 7.38793e-06 3.31073e-06 1.57541e-05 2.19047e-06 -3.29981e-06 5.30653e-06 -3.94965e-07
internal_weight=0 2899 222 2878 2855 2819 2799 2770 113 2657 89 68 43 2633 2607 2583 2042 541 60 481 449 268 40 181 147 51 228 96 57 202
internal_count=3121 2899 222 2878 2855 2819 2799 2770 113 2657 89 68 43 2633 2607 2583 2042 541 60 481 449 268 40 181 147 51 228 96 57 202
is_linear=0
shrinkage=0.1


Tree=5392
num_leaves=31
num_cat=0
split_feature=44 47 0 47 47 47 393 1 121 39 2 9 3 9 34 34 1 1 160 1 481 484 16 1374 150 157 457 0 49 49
split_gain=1.48174e-07 1.78824e-07 1.1721e-06 4.60839e-06 1.15643e-06 5.04979e-07 2.17878e-07 2.15669e-07 6.84767e-07 2.80962e-07 6.90073e-07 4.5748e-07 1.4679e-06 1.33509e-06 2.43925e-07 3.0254e-07 2.32663e-07 2.76925e-06 6.16201e-07 8.07201e-07 6.04904e-07 1.69472e-06 1.03574e-06 5.5076e-07 5.90889e-07 1.94146e-06 6.33172e-07 7.61537e-07 6.2172e-07 6.99593e-07
threshold=0.094585000000000016 0.092165000000000011 -0.10224499999999999 0.10678000000000001 0.09550500000000002 0.090100000000000013 0.12679500000000002 0.16540500000000002 -0.094339999999999993 -1.0000000180025095e-35 0.10584500000000001 0.092235000000000011 -0.13309499999999996 0.085555000000000006 -0.08786999999999999 -0.084564999999999987 0.092390000000000014 0.093100000000000002 -0.43215499999999996 0.094220000000000012 -0.086484999999999992 -0.081614999999999979 -0.010264999999999998 0.089635000000000006 0.10699000000000002 -0.086394999999999986 0.085360000000000005 -0.087634999999999977 -0.13330999999999996 -0.0081349999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 7 8 -1 10 -10 13 -13 14 -11 -16 20 -18 -19 -20 21 22 -17 24 26 -26 28 -28 -22 -30
right_child=-2 2 4 -5 -6 -7 -8 -9 9 11 -12 12 -14 -15 15 16 17 18 19 -21 23 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-1.7679213239964817e-05 6.1252470884891157e-06 -5.2998070378591718e-05 2.3006107031423281e-05 1.9327935384743406e-06 -1.0974620357755979e-06 1.562446882633681e-05 9.1693367581823477e-06 9.8326686280746482e-06 2.1109025294121931e-05 9.3232524031245024e-06 -3.7130748106998605e-06 9.7989111941387813e-06 -2.6883153141928534e-05 2.5185288155799281e-05 -1.24826791943633e-05 1.1797324251006103e-05 -3.5857378750971178e-05 1.4552937449689824e-05 -1.8066973347298766e-05 -3.6230786300952292e-07 1.4233731605505958e-05 2.7393413784598274e-05 -1.3451971498205128e-05 1.3676304123346826e-05 1.2425632042362375e-05 -2.4975143637025861e-05 2.1477227234451373e-05 4.0047088077699306e-07 -8.2750471984402563e-06 2.1976487465274064e-08
leaf_weight=22 39 21 22 56 209 21 26 22 21 27 24 20 24 21 20 32 23 26 27 557 29 31 33 29 23 35 30 40 109 1502
leaf_count=22 39 21 22 56 209 21 26 22 21 27 24 20 24 21 20 32 23 26 27 557 29 31 33 29 23 35 30 40 109 1502
internal_value=0 -7.75111e-08 -2.3635e-06 -1.30484e-05 1.19812e-06 1.76305e-07 5.84654e-08 -2.84003e-08 -1.08601e-07 3.54739e-08 7.87057e-06 -9.81802e-08 -1.02095e-05 7.333e-08 -1.31626e-07 -2.31893e-07 -1.34896e-07 -1.79456e-06 -5.10225e-07 -1.18085e-06 4.20079e-07 8.15412e-06 -1.02155e-06 6.90859e-09 -2.17307e-07 -1.01438e-05 1.19382e-07 9.43337e-06 -2.78167e-07 -5.39399e-07
internal_weight=0 3082 308 77 231 2774 2753 2727 2705 2683 45 2638 44 2594 2573 2546 2526 633 610 584 1893 96 65 1797 1768 58 1710 70 1640 1611
internal_count=3121 3082 308 77 231 2774 2753 2727 2705 2683 45 2638 44 2594 2573 2546 2526 633 610 584 1893 96 65 1797 1768 58 1710 70 1640 1611
is_linear=0
shrinkage=0.1


Tree=5393
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 132 15 42 12 1213 3 1447 159 159 159 1 1 159 159 15 1447 160 1446 160 3 12 51 1 43 15
split_gain=1.42734e-07 4.1283e-06 2.02182e-06 8.80551e-07 1.34536e-07 2.01633e-07 2.942e-07 1.39317e-07 2.51593e-07 2.16574e-07 2.05153e-07 1.33762e-07 2.03679e-07 1.20093e-06 8.3714e-07 7.27555e-07 2.66685e-06 1.98225e-06 9.20803e-07 6.37964e-07 3.34811e-07 4.10632e-07 1.28594e-06 4.84371e-07 1.18258e-06 9.86804e-07 3.10938e-07 3.90536e-07 1.15471e-06 1.10267e-06
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.11527000000000001 -0.44750499999999993 0.090455000000000021 -0.021469999999999996 0.086505000000000012 0.085855000000000015 -0.087044999999999983 -0.12995499999999996 -0.088129999999999986 -0.092414999999999983 -0.085179999999999992 0.092845000000000025 0.099990000000000009 -0.10909999999999999 -0.44792999999999994 0.11657500000000001 -0.086304999999999979 -0.54913999999999985 0.086320000000000022 -0.41706499999999996 -0.071799999999999989 0.089005000000000015 0.10302500000000002 0.10337500000000001 -0.010739999999999998 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 7 8 -7 10 -9 -4 13 15 -14 17 -17 19 -18 -13 -16 22 -22 24 25 -23 -25 28 -28 -29
right_child=2 -3 11 -5 -6 6 -8 9 -10 -11 -12 12 14 -15 20 16 18 -19 -20 -21 21 23 -24 26 -26 -27 27 29 -30 -31
leaf_value=-9.640197146401752e-06 -3.0385829946184953e-05 4.2541736421180362e-05 6.1892982794883479e-06 -2.2124905061673417e-05 7.5293197694138917e-06 1.6973538268281291e-06 1.1677763840225453e-05 -1.5291335330402945e-06 -1.3782064958095797e-05 -6.9732823745157063e-06 1.1546057586050058e-05 2.3264256478446793e-06 1.6573472050602561e-05 -2.4510209147157855e-05 -1.2533748356093254e-05 -3.2645886936922483e-05 2.0634212161109067e-05 3.0600947909830292e-05 -5.47390171074572e-06 -1.492540326311158e-05 2.7448602607667757e-05 -1.3113571678028771e-05 -7.5472317413576615e-06 -7.7135005956156599e-08 -2.8769404526656217e-05 1.6962496947598995e-05 -2.3301867999649524e-06 1.1537784360180648e-05 2.568554877403325e-05 -1.138331031919423e-05
leaf_weight=23 22 23 35 20 21 21 20 24 21 22 24 104 31 23 21 29 22 23 35 27 21 24 21 2281 20 20 31 43 28 41
leaf_count=23 22 23 35 20 21 21 20 24 21 22 24 104 31 23 21 29 22 23 35 27 21 24 21 2281 20 20 31 43 28 41
internal_value=0 2.46175e-06 -1.85776e-07 -2.24151e-06 1.7963e-08 -9.99705e-07 5.05836e-07 -1.48915e-06 -6.04236e-06 1.24277e-06 5.00846e-06 4.49193e-08 -3.06706e-08 -2.68181e-06 2.39372e-07 -5.89918e-07 -7.95773e-06 3.52457e-06 4.60291e-06 -1.22929e-06 4.0878e-08 1.45252e-07 9.95069e-06 -2.02734e-08 -8.60725e-06 5.57369e-07 2.06445e-07 4.72985e-06 1.09654e-05 3.50107e-07
internal_weight=0 219 2902 196 176 155 132 112 42 70 48 2880 2845 263 2582 240 86 154 57 131 2551 2530 42 2488 64 44 2424 143 59 84
internal_count=3121 219 2902 196 176 155 132 112 42 70 48 2880 2845 263 2582 240 86 154 57 131 2551 2530 42 2488 64 44 2424 143 59 84
is_linear=0
shrinkage=0.1


Tree=5394
num_leaves=31
num_cat=0
split_feature=44 47 47 47 148 447 393 484 482 2 42 43 1455 481 481 133 1456 43 403 1447 483 484 16 484 484 43 483 484 2 159
split_gain=1.39555e-07 1.45232e-07 1.26586e-06 4.1619e-07 2.01996e-07 3.75918e-07 1.95497e-07 1.92886e-07 4.35864e-07 5.47557e-07 3.86641e-07 3.85996e-07 6.00018e-07 3.35765e-07 4.82068e-07 1.77121e-06 6.13397e-07 1.43171e-06 6.9379e-07 3.25367e-07 2.76457e-07 3.60057e-07 1.28694e-06 9.84981e-07 9.79395e-07 5.07299e-07 4.89554e-07 1.88108e-06 4.84596e-07 4.25749e-07
threshold=0.094585000000000016 0.092165000000000011 0.09585500000000001 0.090100000000000013 -0.10069499999999999 0.094580000000000011 0.12679500000000002 -0.093244999999999981 0.080200000000000007 0.092635000000000009 0.088795000000000013 -0.085594999999999991 1.0000000180025095e-35 -0.15265499999999996 -0.086484999999999992 0.085195000000000007 0.085755000000000012 -0.018859999999999998 -0.55327499999999985 -0.083249999999999977 -0.095689999999999983 -0.063394999999999993 0.0073350000000000004 -0.017214999999999998 -0.0082299999999999995 -0.079584999999999975 0.096460000000000018 0.10126500000000001 0.08734500000000002 -0.014584999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 8 9 11 -11 -6 -13 -9 15 -15 18 19 -16 -18 -20 22 25 -23 -25 28 -26 -28 -22 -29
right_child=-2 2 -4 -5 5 -7 -8 13 -10 10 -12 12 -14 14 16 -17 17 -19 20 -21 21 23 -24 24 26 -27 27 29 -30 -31
leaf_value=7.9452657911982524e-06 5.9444187778960135e-06 -2.2408313156623601e-05 -1.0804841009967196e-07 1.4177963315714371e-05 4.7411692169892682e-06 -1.157349869832355e-05 8.7028117727291275e-06 -1.252373669393075e-05 1.255289933350212e-05 1.8184855143333756e-05 -5.826567498193722e-07 7.9933806773624391e-08 -2.2359128082753571e-05 -9.6454485087417122e-06 1.8549243944789853e-05 3.1936287059579626e-05 9.0961545419818531e-06 -2.8748859776442265e-05 9.2255563598178764e-06 -6.1302695144149773e-06 2.2708127653459087e-06 2.1035526954578515e-05 -2.8843256325217228e-05 -2.1222890369575578e-05 -2.9122976208807589e-07 9.2593416553654613e-06 3.0904715174528974e-05 6.8659068596216029e-06 -1.8334976721234854e-05 -1.2448273601876283e-05
leaf_weight=32 39 28 280 21 27 28 26 22 39 23 21 26 22 21 20 20 23 25 31 36 25 22 20 22 2099 32 24 21 21 25
leaf_count=32 39 28 280 21 27 28 26 22 39 23 21 26 22 21 20 20 23 25 31 36 25 22 20 22 2099 32 24 21 21 25
internal_value=0 -7.52252e-08 -2.13535e-06 1.53512e-07 4.65329e-08 -4.63593e-08 7.34922e-08 -1.06332e-08 3.37828e-06 3.7147e-07 9.22763e-06 -4.82415e-06 -1.02046e-05 -2.24044e-07 -1.15241e-07 1.06383e-05 -2.95493e-07 -8.69285e-06 3.14303e-09 -1.94545e-07 -1.55235e-07 -2.8107e-07 -6.21255e-06 -1.84017e-08 -2.29806e-07 -4.09811e-07 -1.68746e-08 8.20986e-06 -7.13618e-06 -3.63093e-06
internal_weight=0 3082 308 2774 2753 2721 2693 2667 158 119 44 75 48 2509 2487 41 2446 84 2362 59 2342 2311 98 2213 2191 78 2169 70 46 46
internal_count=3121 3082 308 2774 2753 2721 2693 2667 158 119 44 75 48 2509 2487 41 2446 84 2362 59 2342 2311 98 2213 2191 78 2169 70 46 46
is_linear=0
shrinkage=0.1


Tree=5395
num_leaves=31
num_cat=0
split_feature=158 44 1455 0 1455 12 42 4 1453 3 16 50 51 1456 483 483 12 1456 12 1447 16 484 1456 4 3 4 4 157 471 4
split_gain=1.53994e-07 1.84476e-07 1.83066e-07 5.89195e-07 1.28805e-06 9.01852e-07 8.5931e-07 4.75148e-07 2.10363e-07 7.40205e-07 8.45025e-07 5.19689e-07 2.96469e-07 2.78905e-07 2.77249e-07 9.17795e-07 8.06215e-07 1.92266e-07 1.11522e-06 1.66586e-06 1.26647e-06 1.17875e-06 8.11708e-07 2.45854e-07 8.2139e-07 8.79336e-07 2.60664e-07 8.93295e-07 6.86226e-07 2.84359e-07
threshold=-0.47382999999999992 0.094585000000000016 -0.037084999999999993 -0.068604999999999985 -0.079434999999999992 0.089150000000000021 0.08733500000000001 -0.013514999999999998 -0.079499999999999987 -0.087429999999999994 -0.015314999999999997 -0.46943999999999991 -0.43587999999999999 0.12034500000000002 0.10143000000000001 0.097880000000000009 0.094580000000000011 0.085275000000000004 0.083985000000000018 -0.086279999999999982 -0.0087049999999999992 -0.085329999999999975 0.081770000000000023 -0.50940999999999981 -0.098469999999999988 -0.55119499999999988 -0.50052499999999989 -0.00078499999999999989 -0.04945999999999999 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 -4 -11 -10 -13 14 15 17 -16 22 20 -20 -19 -21 23 24 -14 -26 27 -25 -28 -30
right_child=1 -3 8 -5 -6 -7 -8 -9 11 10 -12 12 13 -15 16 -17 -18 18 19 21 -22 -23 -24 26 25 -27 28 -29 29 -31
leaf_value=-7.6638944147606922e-06 -1.2101909087505191e-05 7.283187646700234e-06 -1.0098484372498379e-05 -1.1125563851650936e-05 2.9000276578829345e-05 -1.6630171168279568e-05 2.3777475973388175e-05 9.6959721577150056e-06 -1.3625070999390526e-05 -7.6373683481031787e-07 2.6649836813290182e-05 1.0459098761062846e-05 6.2623434161885657e-06 -1.1235283118762512e-05 1.4647034798069096e-06 1.9877717987464682e-05 -2.0399515723021558e-05 3.3356796347499605e-05 -2.3369920520340033e-05 2.6172808864401991e-05 -1.4124563676887194e-06 -6.1187062293846309e-06 -1.5486908419656437e-05 2.1405593550931057e-05 -5.9754032918135639e-07 -3.0251132520788819e-05 -1.7709518281414851e-05 -6.4651470595794322e-06 6.1351811542113569e-06 -1.6138539338699705e-07
leaf_weight=26 20 35 21 22 21 21 21 20 29 23 22 26 31 23 48 23 26 22 27 20 20 26 35 23 20 20 22 23 74 2331
leaf_count=26 20 35 21 22 21 21 21 20 29 23 22 26 31 23 48 23 26 22 27 20 20 26 35 23 20 20 22 23 74 2331
internal_value=0 6.43717e-08 -1.81964e-08 3.72974e-06 6.90272e-06 1.24359e-06 7.39686e-06 -1.20297e-06 -1.77819e-07 5.40397e-06 1.26385e-05 -3.06226e-07 -1.70223e-07 -2.68433e-07 -1.78058e-07 -1.3573e-08 -6.21732e-06 -1.83395e-07 3.81724e-06 -3.6523e-06 1.68e-05 7.92108e-06 -3.61787e-07 -1.53697e-07 -5.9555e-06 -1.54243e-05 1.2873e-08 7.47022e-06 -1.28469e-07 3.23551e-08
internal_weight=0 3095 3060 125 103 82 61 40 2935 66 45 2869 2840 2814 2791 2717 74 2694 115 73 42 46 2579 2544 71 40 2473 46 2427 2405
internal_count=3121 3095 3060 125 103 82 61 40 2935 66 45 2869 2840 2814 2791 2717 74 2694 115 73 42 46 2579 2544 71 40 2473 46 2427 2405
is_linear=0
shrinkage=0.1


Tree=5396
num_leaves=31
num_cat=0
split_feature=1429 1417 11 12 155 11 11 43 52 130 11 11 12 14 9 10 121 11 2 448 447 1348 447 13 13 0 4 0 47 16
split_gain=1.38715e-07 3.50627e-07 2.55364e-07 7.17745e-07 1.59834e-06 5.62807e-07 3.85187e-07 2.82619e-07 5.20339e-07 4.1753e-07 4.03565e-07 2.97351e-07 7.67044e-07 2.95728e-07 5.875e-07 5.43574e-07 4.7088e-07 4.56428e-07 3.59162e-07 2.9016e-07 4.08277e-07 5.51557e-07 4.27724e-07 3.86962e-07 9.52048e-07 6.5856e-07 5.08412e-07 3.72355e-07 1.21639e-06 3.3455e-06
threshold=0.12521000000000002 -0.080324999999999994 0.088215000000000002 0.10149500000000002 0.11854500000000001 0.086080000000000018 0.098860000000000017 -0.50775499999999985 0.077655000000000016 -0.22699999999999995 0.082485000000000017 0.076560000000000003 0.086655000000000024 0.078235000000000013 0.092410000000000006 0.053330000000000009 -0.088279999999999983 -1.0000000180025095e-35 0.087955000000000019 0.030280000000000001 0.089635000000000006 0.088590000000000016 0.086195000000000008 -0.17933499999999997 -0.40078499999999995 -0.040504999999999992 -0.51843499999999987 -0.10151999999999999 0.094160000000000008 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 7 -5 8 -3 -9 11 13 -13 14 15 16 -11 -18 -15 20 22 -22 23 24 25 -19 -25 28 -28 -30
right_child=-2 2 3 6 -6 -7 -8 9 -10 10 -12 12 -14 18 -16 -17 17 19 -20 -21 21 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=-1.2633094965250084e-05 8.3013892708549968e-06 -6.6593021542895725e-07 -3.2651376133029636e-06 -1.3557691310476609e-05 3.2924341940088202e-05 -1.4506771468505677e-05 3.5734488470292754e-06 -1.3271860946891443e-05 1.9470084444335393e-05 1.5356386174971704e-05 -1.3838859684342641e-05 -3.2759154307244064e-06 2.2772856925712404e-05 -1.7644934388001623e-05 1.3336404781098694e-05 -1.2843293921887933e-05 1.3981369311690997e-05 -5.0503501074967682e-06 4.4336397284338168e-07 -1.0889106324611931e-05 -8.2698700388001668e-07 1.9832157939466321e-05 -1.3258378050522879e-05 -1.235535874926086e-05 -2.1783424771066558e-05 1.5316474982682848e-05 5.5328222383933612e-07 -1.7051012874583278e-07 3.9643732850977574e-08 4.973164795956109e-05
leaf_weight=22 20 33 26 21 23 27 35 24 21 20 21 26 20 21 33 33 23 77 23 25 28 24 25 32 28 20 273 2055 42 20
leaf_count=22 20 33 26 21 23 27 35 24 21 20 21 26 20 21 33 33 23 77 23 25 28 24 25 32 28 20 273 2055 42 20
internal_value=0 -5.35315e-08 3.63517e-08 4.8831e-06 1.37218e-05 -1.34768e-07 -2.85073e-06 -3.09323e-09 7.16474e-06 -1.36886e-07 -2.70084e-08 7.48346e-08 8.04964e-06 -5.60865e-08 7.36736e-08 -8.69393e-08 6.94351e-08 -4.49882e-08 -8.18969e-06 -1.66772e-07 -6.4616e-08 8.708e-06 -2.41978e-07 -1.14216e-07 -5.53987e-06 -8.51005e-07 1.65803e-07 3.3345e-07 3.42491e-06 1.60693e-05
internal_weight=0 3101 3079 105 49 2974 56 2947 54 2893 2869 2848 46 2802 2758 2725 2692 2672 44 2649 2624 52 2572 2547 125 97 2422 2390 335 62
internal_count=3121 3101 3079 105 49 2974 56 2947 54 2893 2869 2848 46 2802 2758 2725 2692 2672 44 2649 2624 52 2572 2547 125 97 2422 2390 335 62
is_linear=0
shrinkage=0.1


Tree=5397
num_leaves=31
num_cat=0
split_feature=44 1455 1452 158 1452 133 1452 158 43 43 1 121 50 2 3 157 1420 0 1420 480 1446 1 158 1447 2 1446 52 1456 50 50
split_gain=1.47144e-07 4.8238e-07 4.97901e-07 2.82956e-07 1.84105e-07 4.24512e-07 4.56702e-07 2.73139e-07 8.38861e-07 1.36821e-06 2.39816e-07 5.87936e-07 2.15364e-07 1.62947e-06 2.10425e-06 3.9397e-07 2.80778e-07 7.26703e-07 4.34592e-07 2.77322e-07 3.32079e-07 9.68393e-07 8.36834e-07 4.44484e-07 2.37463e-06 1.27203e-06 2.1738e-06 9.29167e-07 3.16426e-07 5.00455e-07
threshold=0.099360000000000018 0.11192500000000001 0.11727000000000001 -0.46695499999999995 0.088500000000000009 0.087720000000000006 0.096800000000000011 0.11245500000000001 -0.011694999999999999 -0.076834999999999987 0.16540500000000002 -0.094339999999999993 -0.099524999999999988 0.11237500000000002 -0.065229999999999996 0.63604500000000008 -0.08341999999999998 -0.075684999999999988 -0.079539999999999986 -0.080264999999999989 0.091180000000000011 0.083135000000000014 0.10874500000000002 -0.086279999999999982 0.085955000000000018 0.083715000000000026 -0.0073049999999999999 0.090155000000000013 0.13767000000000004 0.13159000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 7 6 -6 10 9 -9 11 -5 13 14 -13 16 17 -14 -18 -20 22 -22 23 24 -21 27 -27 28 29 -25
right_child=-2 2 -4 4 5 -7 -8 8 -10 -11 -12 12 15 -15 -16 -17 18 -19 19 20 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-8.8888347793019634e-06 -6.6421052010947754e-06 2.2134171431389404e-05 3.335050595606762e-07 -1.593021852781733e-05 9.5798196802523154e-06 1.7415703737242439e-05 -1.0817312102604083e-05 -1.1829842982214975e-05 -1.9449623216822712e-05 2.0777955829874953e-05 1.0031463433316883e-05 4.1011557307986853e-05 -3.6575117939299584e-06 -1.0473851004592559e-05 -4.3111221293656855e-06 -1.4006260071255384e-05 -1.4052765990610087e-05 2.1037038731141038e-05 9.3133324504890438e-06 -3.1510129212200321e-05 -1.8391313044637227e-05 7.8445128157985281e-06 1.9105563850367304e-05 3.7405839366094644e-08 7.9247385665562551e-06 3.9441213836901376e-05 -2.9049551139232115e-06 -1.6831750166822919e-05 -1.0318722247418543e-05 1.3988154644441518e-05
leaf_weight=36 33 20 22 23 23 20 21 31 29 22 24 21 26 35 20 20 22 22 32 26 34 24 23 2338 37 22 27 33 29 26
leaf_count=36 33 20 22 23 23 20 21 31 29 22 24 21 26 35 20 20 22 22 32 26 34 24 23 2338 37 22 27 33 29 26
internal_value=0 7.09806e-08 1.07148e-05 -7.57822e-08 2.96231e-08 5.33572e-06 -1.55175e-07 -8.56486e-08 -5.77621e-06 1.70547e-06 7.72795e-08 -6.8404e-09 1.23169e-07 5.37415e-06 1.89029e-05 -2.24251e-08 8.03594e-08 7.66082e-06 -5.57656e-08 6.03921e-08 -5.26641e-08 -7.53511e-06 1.16794e-07 -5.52872e-08 -8.34997e-06 1.5585e-07 1.61076e-05 -1.66341e-07 6.34784e-08 1.9084e-07
internal_weight=0 3088 42 3046 3010 64 44 2946 82 53 2864 2840 2817 76 41 2741 2721 48 2673 2651 2619 58 2561 2538 63 2475 49 2426 2393 2364
internal_count=3121 3088 42 3046 3010 64 44 2946 82 53 2864 2840 2817 76 41 2741 2721 48 2673 2651 2619 58 2561 2538 63 2475 49 2426 2393 2364
is_linear=0
shrinkage=0.1


Tree=5398
num_leaves=31
num_cat=0
split_feature=130 1 9 45 11 10 0 9 15 123 123 124 132 1185 1203 1427 14 15 15 159 2 1 15 402 47 15 12 12 15 15
split_gain=1.48727e-07 2.98813e-07 1.44652e-07 1.91314e-07 1.02389e-06 3.63339e-07 1.75281e-06 4.449e-07 1.92146e-07 1.47871e-07 2.38391e-07 2.23531e-07 1.84095e-07 1.11547e-06 4.81663e-07 1.7131e-07 2.20719e-07 2.33531e-07 1.11603e-06 4.84627e-07 3.95387e-07 7.32539e-07 5.79721e-07 6.79513e-07 5.85405e-07 3.1055e-07 2.95771e-07 4.11113e-07 4.41937e-07 6.70335e-07
threshold=-0.23123999999999997 0.16540500000000002 -0.092544999999999975 0.094030000000000016 -0.011194999999999998 0.053330000000000009 -0.062294999999999996 0.09055500000000001 -0.56020999999999987 0.11679000000000002 0.10274500000000002 0.098110000000000017 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.094435000000000005 -0.24175999999999997 -0.099734999999999976 -0.10324499999999999 0.097495000000000012 0.084305000000000005 0.096125000000000016 -0.11713499999999999 0.084450000000000011 0.090100000000000013 -0.096999999999999989 -0.095379999999999979 -0.091274999999999981 -0.094549999999999981 -0.092489999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 8 -6 10 11 12 14 -14 -10 16 -15 18 19 20 21 -18 23 24 -22 -19 -27 -28 -29 -30
right_child=1 -3 3 -5 5 6 -8 -9 9 -11 -12 -13 13 15 -16 -17 17 25 -20 -21 22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=8.0116933531826362e-06 7.93332234894953e-06 -1.053358994761732e-05 2.2611794199747238e-05 -7.1739582757665045e-06 -9.1494317293045636e-06 -3.1928710523061458e-05 4.4834215959081818e-06 1.3625767368807829e-05 -1.0144795145674581e-06 7.0111465826509333e-06 -9.7685540604288695e-06 8.6255886374904857e-06 2.3130342261928099e-05 -6.0816738232460929e-06 -1.5118765972082265e-05 8.5808772896796097e-06 -2.1004127385519194e-05 -1.0760385950041903e-05 2.1332401516262728e-05 1.5618440572211511e-05 1.2097666979559121e-05 4.2584285851758479e-06 -1.1413337457876576e-05 -1.3120255826357782e-05 -6.3479118252604063e-07 9.2336714742762563e-06 -1.4576318756098772e-05 1.0972104173561093e-05 -1.2165825816079266e-05 -8.6150284805827268e-08
leaf_weight=23 23 27 20 37 23 20 39 24 179 30 25 30 21 60 28 23 24 28 29 20 77 22 30 21 68 33 20 35 47 2035
leaf_count=23 23 27 20 37 23 20 39 24 179 30 25 30 21 60 28 23 24 28 29 20 77 22 30 21 68 33 20 35 47 2035
internal_value=0 -5.94837e-08 3.26038e-08 -2.70145e-08 6.08091e-08 -8.99831e-08 -7.85967e-06 6.63647e-08 -4.55424e-08 2.70363e-08 -4.63519e-08 3.95333e-08 -5.24602e-08 1.7664e-07 -2.92231e-06 -1.07731e-08 -8.82968e-08 5.61799e-08 2.7183e-06 6.57955e-07 -5.78449e-07 -8.92204e-06 1.37974e-06 3.69174e-06 6.12658e-06 -2.96266e-07 -1.61245e-07 -3.06323e-07 -1.7151e-07 -3.58842e-07
internal_weight=0 3098 3071 3048 3011 2991 59 2932 2908 2885 2855 2830 2800 2593 207 2572 2549 2489 291 262 242 46 196 166 145 2198 2170 2137 2117 2082
internal_count=3121 3098 3071 3048 3011 2991 59 2932 2908 2885 2855 2830 2800 2593 207 2572 2549 2489 291 262 242 46 196 166 145 2198 2170 2137 2117 2082
is_linear=0
shrinkage=0.1


Tree=5399
num_leaves=31
num_cat=0
split_feature=132 1211 393 1203 403 2 403 402 1210 1212 1212 1211 402 401 402 1213 394 390 1210 1209 1210 12 1210 133 1204 130 1 1212 401 0
split_gain=1.64154e-07 3.94582e-06 2.03986e-06 4.06173e-07 1.51641e-07 2.59601e-06 5.95047e-07 3.16553e-07 2.47875e-07 1.82629e-07 4.69671e-07 7.48986e-07 2.98233e-07 1.32934e-06 4.0011e-07 3.86657e-07 3.67516e-07 5.13226e-07 2.03756e-07 1.91331e-07 4.69789e-07 1.54455e-06 3.28793e-07 2.07641e-07 1.86764e-07 1.78239e-07 2.8577e-07 1.74296e-07 2.9554e-07 5.3315e-07
threshold=-0.083284999999999984 0.085535000000000014 0.12679500000000002 0.089165000000000008 -0.54856499999999986 0.083715000000000026 -0.53960999999999981 0.23460000000000003 -0.094799999999999982 0.13631000000000001 0.10610000000000001 0.11671000000000002 -0.45015499999999992 -1.0000000180025095e-35 -0.41217999999999994 0.12955000000000003 -0.11103499999999998 0.090205000000000007 -0.085329999999999975 -0.084519999999999984 -0.064344999999999999 0.088045000000000012 -1.0000000180025095e-35 0.068115000000000023 -0.016569999999999994 -0.23123999999999997 0.16540500000000002 -0.44605499999999992 0.092675000000000021 -0.079634999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -2 -6 8 -8 10 12 -12 13 -10 -14 16 -16 18 -18 -20 21 -21 23 -22 -24 -26 27 -27 -29 -30
right_child=2 -3 -4 -5 6 -7 7 -9 9 -11 11 -13 14 -15 15 -17 17 -19 19 20 22 -23 24 -25 25 26 -28 28 29 -31
leaf_value=-1.0519298026165466e-07 2.3042269293953375e-05 4.4980716543250312e-05 -3.2025292675825767e-05 -1.5131086202018195e-05 1.7313265998382122e-05 -2.0978369074991616e-05 9.8279102710071499e-06 -1.0576493163430965e-05 -2.4541856835943083e-05 -7.6142436426145593e-06 1.8554594528134608e-05 -4.5184983264334734e-06 1.3483250615370873e-05 8.741550694442897e-06 1.053584896495026e-05 -1.3573803875303946e-05 -9.3280102033610962e-06 -1.6041581957324525e-05 -7.4363605619964801e-06 3.0526806412602864e-05 -1.7579751829543968e-06 -4.8334935362011803e-06 8.2983679703829704e-06 -1.6167724534170703e-05 9.4825311771273855e-06 -7.7265446667037663e-06 -1.0853778200707136e-05 -3.5006155768123098e-09 -4.5391149816420327e-07 1.644047222197837e-05
leaf_weight=179 21 20 20 20 20 37 26 28 24 31 34 24 22 24 33 21 23 20 33 21 20 30 28 20 20 28 24 2192 47 31
leaf_count=179 21 20 20 20 20 37 26 28 24 31 34 24 22 24 33 21 23 20 33 21 20 30 28 20 20 28 24 2192 47 31
internal_value=0 2.64001e-06 -1.99226e-07 -1.61533e-06 2.1635e-08 -5.03986e-06 1.25589e-07 2.99525e-09 1.09705e-07 1.78236e-08 1.04839e-07 9.00711e-06 -8.9198e-08 -7.90015e-06 5.42868e-08 -5.97376e-08 5.06886e-08 -8.5697e-08 4.1088e-08 1.27491e-07 2.28916e-07 9.72663e-06 2.79272e-08 -8.96285e-06 1.7967e-07 8.26064e-08 1.64234e-09 1.15015e-07 2.11739e-07 6.26052e-06
internal_weight=0 219 2902 199 2882 58 2824 2804 2776 2750 2719 58 2661 48 2613 2591 2570 2537 2517 2494 2461 51 2410 40 2370 2342 2322 2298 2270 78
internal_count=3121 219 2902 199 2882 58 2824 2804 2776 2750 2719 58 2661 48 2613 2591 2570 2537 2517 2494 2461 51 2410 40 2370 2342 2322 2298 2270 78
is_linear=0
shrinkage=0.1


Tree=5400
num_leaves=31
num_cat=0
split_feature=150 456 456 150 447 147 448 447 1365 1375 15 1375 15 0 150 457 15 1374 150 34 10 9 9 1429 1429 150 123 484 13 42
split_gain=1.4272e-07 2.10964e-07 2.47646e-07 4.31558e-07 5.41849e-07 4.98565e-07 9.2526e-07 1.89657e-07 1.86473e-07 1.78674e-07 9.00143e-07 3.01363e-07 7.06967e-07 7.86879e-07 6.52144e-07 2.28519e-07 9.1427e-07 3.81953e-07 3.59834e-07 2.80019e-07 3.04652e-07 1.12681e-06 5.3865e-07 2.04093e-07 2.78088e-06 1.40489e-06 3.65096e-07 3.42395e-07 6.82662e-07 8.41824e-07
threshold=0.14635000000000001 -0.11319999999999998 -0.085409999999999986 0.12640500000000002 0.10121000000000001 0.093875000000000014 -0.050549999999999991 0.090460000000000013 0.088010000000000019 0.089070000000000024 -0.089024999999999979 0.060690000000000008 -0.011859999999999997 -0.085754999999999984 -0.082924999999999985 -0.0071649999999999995 -0.083359999999999976 -0.035729999999999991 0.11188000000000002 -0.097449999999999981 0.053330000000000009 0.092410000000000006 0.08925000000000001 0.083985000000000018 0.052280000000000007 0.080470000000000014 0.11679000000000002 -0.081614999999999979 -0.052719999999999996 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 8 9 11 -11 15 14 -14 -13 16 -4 -17 19 -19 22 -22 23 24 26 27 -21 -25 29 -29
right_child=-2 2 3 -5 -6 6 -8 -9 -10 10 -12 12 13 -15 -16 17 -18 18 -20 20 21 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-1.0291581452293032e-05 8.4203928463466588e-06 1.1103547431048355e-05 -1.9993596532054249e-05 -1.2418233174165444e-05 1.645919290240272e-05 2.6123844581888989e-06 -2.5860482717343118e-05 8.7781984457251384e-06 8.8098981715726658e-06 7.5390739529330346e-06 -2.075443253902036e-05 1.0711063109540746e-06 9.4309007181436755e-06 -1.8284497455169911e-05 2.3796631757834672e-05 1.0240746253960728e-05 4.3494189008520658e-06 9.5785021706736511e-06 -1.3491754953065539e-05 -1.7717301993571479e-07 -2.3353074296513418e-05 7.2902321145799469e-06 1.5244178445320124e-05 1.1038715923484194e-05 -3.6592237111541357e-05 2.8119484891959704e-05 1.1309640779342903e-05 -2.7084216253570051e-05 4.0769541367129499e-06 -7.6942856286487151e-07
leaf_weight=20 20 20 27 28 20 25 21 25 24 23 22 23 21 20 28 36 36 30 20 2347 24 24 23 23 21 20 28 20 71 31
leaf_count=20 20 20 27 28 20 25 21 25 24 23 22 23 21 20 28 36 36 30 20 2347 24 24 23 23 21 20 28 20 71 31
internal_value=0 -5.43025e-08 1.21517e-08 -6.03174e-08 5.37682e-08 -5.51294e-08 -1.03861e-05 1.05041e-07 3.13395e-08 -4.08625e-08 -6.29331e-06 5.707e-08 5.68804e-06 -4.08881e-06 1.35479e-05 -1.29212e-07 -6.0833e-06 8.79687e-09 -1.28545e-07 -2.8145e-08 -1.37643e-07 -8.03142e-06 8.99044e-09 -1.27835e-07 -3.621e-07 3.27398e-06 -4.17495e-08 -1.52982e-07 -2.26289e-06 -1.1089e-05
internal_weight=0 3101 3081 3061 3033 3013 46 2967 2942 2918 45 2873 92 41 51 2781 63 2718 2682 2662 2632 48 2584 2561 2396 165 2375 145 122 51
internal_count=3121 3101 3081 3061 3033 3013 46 2967 2942 2918 45 2873 92 41 51 2781 63 2718 2682 2662 2632 48 2584 2561 2396 165 2375 145 122 51
is_linear=0
shrinkage=0.1


Tree=5401
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 124 31 34 33 9 16 2 12 12 12 160 12 1213 0 158 13 13 3 1209 151 13 133 12 49 3 1212
split_gain=1.30794e-07 3.74065e-06 1.79254e-06 6.91103e-07 1.47806e-07 2.53341e-07 3.25106e-07 7.5792e-07 5.31619e-07 1.33097e-06 5.21765e-07 2.66543e-07 9.43251e-07 9.42391e-07 1.86348e-06 6.1205e-07 5.76579e-07 8.39406e-07 6.44049e-07 5.20149e-07 1.32541e-06 1.15278e-06 9.68854e-07 8.62961e-07 8.64301e-07 8.02379e-07 1.5862e-06 9.49812e-07 7.8139e-07 9.18139e-07
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.083229999999999985 -0.082169999999999979 -0.057544999999999992 1.0000000180025095e-35 0.091600000000000015 -0.39185999999999993 -1.0000000180025095e-35 0.085355000000000014 0.085250000000000006 0.085635000000000003 -1.0000000180025095e-35 0.085955000000000018 -0.087049999999999975 -0.08824499999999999 0.11054500000000002 -0.081829999999999986 -0.081224999999999978 -0.047929999999999993 -0.077594999999999983 -0.091174999999999992 -0.082574999999999982 0.092845000000000011 0.090455000000000021 -0.054984999999999992 -0.082879999999999995 -0.089544999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 7 -7 10 -10 -8 12 16 14 -13 -15 17 -12 -18 22 -21 -22 -17 -24 25 27 -27 -25 -29 -30
right_child=2 -3 4 -5 5 6 8 -9 9 -11 11 13 -14 15 -16 19 18 -19 -20 20 21 -23 23 24 -26 26 -28 28 29 -31
leaf_value=-1.187588226546733e-07 -2.8613978082086597e-05 4.0508356577763904e-05 2.9453593902651464e-06 -1.973556192410797e-05 -1.1078227310333335e-05 2.266140167193953e-05 1.249350437071619e-05 -4.8689438614246683e-06 4.4189902473590338e-06 -3.0191321238817186e-05 -6.8186327986214096e-06 -6.0906258416556135e-06 -2.2461051447039826e-05 -1.2863556931474056e-05 3.555554532216444e-05 2.3378634764610427e-05 -1.2069200928132387e-06 1.8609722040791358e-05 -1.8168845623301382e-05 -2.3413966438965874e-05 3.4126476648022353e-07 -2.2784384749353526e-05 2.1142561136793635e-05 1.9078909926000571e-05 1.6237697459798385e-05 -3.1744791745454266e-05 7.166611210323027e-06 1.0217468847540971e-05 1.1749685530515775e-05 -5.3916185086437238e-06
leaf_weight=176 22 23 165 20 21 20 33 20 25 20 21 21 21 35 22 23 838 34 23 25 1067 22 23 28 35 22 20 58 37 201
leaf_count=176 22 23 165 20 21 20 33 20 25 20 21 21 21 35 22 23 838 34 23 25 1067 22 23 28 35 22 20 58 37 201
internal_value=0 2.35653e-06 -1.7784e-07 -2.12047e-06 3.93809e-08 -1.37226e-07 -5.19393e-08 8.89623e-06 -1.86802e-07 -1.09634e-05 -9.28318e-10 -1.60989e-07 -1.50632e-06 6.08125e-07 1.52167e-05 2.14536e-07 -1.02592e-06 8.90071e-06 -1.66003e-06 5.07766e-07 -6.48542e-07 -1.2592e-07 3.38948e-06 2.30517e-06 1.22472e-06 -2.10949e-07 -1.32156e-05 1.47483e-06 -1.90418e-07 -2.72679e-06
internal_weight=0 219 2902 196 2880 2715 2694 40 2654 45 2609 2576 937 1639 43 1596 916 55 861 1561 1114 1089 447 424 401 366 42 324 296 238
internal_count=3121 219 2902 196 2880 2715 2694 40 2654 45 2609 2576 937 1639 43 1596 916 55 861 1561 1114 1089 447 424 401 366 42 324 296 238
is_linear=0
shrinkage=0.1


Tree=5402
num_leaves=31
num_cat=0
split_feature=1447 1456 1447 1453 1447 403 1446 1453 50 3 1453 1455 483 158 2 403 1209 160 0 399 1203 1213 1212 160 1213 401 4 481 157 1455
split_gain=1.46485e-07 5.56821e-07 4.38703e-07 5.6171e-07 2.52009e-06 7.84788e-07 3.86664e-07 2.56039e-07 2.85658e-07 5.01333e-07 2.99558e-07 3.77884e-07 3.16342e-07 5.55586e-07 2.39311e-07 1.2166e-06 1.00806e-06 9.52091e-07 9.27931e-07 7.42019e-07 7.96106e-07 7.03579e-07 7.53251e-07 5.84168e-07 5.57194e-07 1.39232e-06 1.35634e-06 5.47826e-07 5.31379e-07 5.56358e-07
threshold=-0.086849999999999997 0.085275000000000004 -0.086279999999999982 -0.087504999999999986 -0.085684999999999997 -0.55276999999999987 0.037915000000000011 -0.079499999999999987 -0.46943999999999991 -0.078244999999999995 -0.076539999999999983 -0.24112999999999998 -0.47356499999999996 0.13374000000000003 0.08622500000000001 -0.5335399999999999 -0.083969999999999989 -0.53908999999999996 -0.15931499999999996 0.091580000000000009 0.088820000000000024 0.088730000000000017 0.085870000000000016 -0.54512499999999997 -0.085284999999999986 0.11655000000000001 -0.077999999999999986 -0.086484999999999992 -0.090569999999999998 -0.079434999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 -5 -6 -1 -7 9 -9 -10 -12 -13 14 15 -14 -16 -17 -19 20 21 27 -23 -18 26 -26 -25 -20 -29 -30
right_child=2 -3 3 4 5 7 -8 8 10 -11 11 12 13 -15 16 17 23 18 19 -21 -22 22 -24 24 25 -27 -28 28 29 -31
leaf_value=8.3864230153570439e-06 -1.3872416304919804e-05 1.6279724108104486e-05 -1.3859191231655007e-05 3.5503614544722953e-05 -1.6482798344378384e-05 8.3147261574521438e-06 -8.1917086952350531e-06 2.746201362242573e-06 -1.156329802721633e-05 -1.9644257534991993e-05 1.1507356354960739e-05 -1.1646167786238948e-05 2.2972317785388441e-05 1.673706667133956e-05 -2.2509558121306503e-05 -1.9470112344344631e-05 1.2510986899167833e-05 2.1418541605684865e-05 1.7649605488259113e-05 1.642498388938638e-05 -1.7421713757357795e-05 -2.4754308610268214e-05 1.7295171885591658e-07 2.271282289578213e-05 -8.3478926775178479e-07 -2.617467386533628e-05 -2.0705303918186965e-06 1.3366881400791253e-05 -1.5640688951905412e-05 8.3897742736197889e-07
leaf_weight=24 23 26 29 20 29 37 34 20 22 20 29 23 25 20 21 23 34 22 20 29 25 22 27 34 1507 22 63 33 21 837
leaf_count=24 23 26 29 20 29 37 34 20 22 20 29 23 25 20 21 23 34 22 20 29 25 22 27 34 1507 22 63 33 21 837
internal_value=0 4.11939e-06 -1.13929e-07 -8.93748e-09 1.25621e-07 -1.13016e-07 -1.33179e-06 4.86743e-08 -5.68255e-08 -8.44903e-06 6.05891e-08 1.50728e-07 3.34414e-08 1.29898e-07 9.77355e-09 1.16829e-06 -7.37302e-07 6.53561e-07 1.10032e-06 6.59493e-07 1.95331e-07 6.54108e-07 -1.10189e-05 -4.6187e-07 -7.33135e-07 -1.19939e-06 6.61642e-06 1.28196e-06 9.14564e-07 4.35629e-07
internal_weight=0 84 3037 3014 2985 2965 58 2936 2899 40 2859 2837 2808 2785 2765 1084 1681 1059 1036 1014 985 960 49 1660 1626 1529 97 911 891 858
internal_count=3121 84 3037 3014 2985 2965 58 2936 2899 40 2859 2837 2808 2785 2765 1084 1681 1059 1036 1014 985 960 49 1660 1626 1529 97 911 891 858
is_linear=0
shrinkage=0.1


Tree=5403
num_leaves=31
num_cat=0
split_feature=1213 1211 1211 1204 1203 402 401 402 401 1213 42 1186 1211 401 12 13 52 12 13 49 12 133 12 130 398 128 1185 128 481 2
split_gain=1.46629e-07 1.4144e-07 4.10971e-07 1.82642e-07 2.9085e-07 1.99705e-07 8.97609e-07 2.40342e-07 1.9719e-07 3.82537e-07 3.74498e-07 2.70785e-07 3.69588e-07 2.134e-07 2.16612e-07 8.03835e-07 1.32863e-06 1.54879e-06 1.55875e-06 7.46573e-07 4.98688e-07 2.82521e-07 2.49748e-07 2.95679e-07 4.15343e-07 3.57337e-07 7.43349e-07 4.25938e-07 2.19483e-07 1.34046e-06
threshold=0.51370000000000016 0.11986000000000001 0.11301500000000002 0.058775000000000008 -1.0000000180025095e-35 -0.45015499999999992 -1.0000000180025095e-35 -0.41906499999999997 0.13729500000000003 0.11076500000000002 0.088380000000000014 -0.13028499999999998 0.091735000000000011 -0.099524999999999988 0.11149500000000002 0.24813000000000004 0.12445000000000002 0.12757000000000002 0.11596500000000001 0.10084500000000002 0.11472500000000001 0.057185000000000007 0.10832500000000002 -0.092879999999999976 0.087820000000000023 0.10773500000000001 0.090595000000000009 0.10318000000000001 -0.087424999999999989 0.086330000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7 9 11 -11 -9 13 -13 22 16 17 19 21 20 -16 -19 23 -15 25 26 27 28 29 -25
right_child=-2 -3 -4 -5 5 7 -8 8 -10 10 -12 12 -14 14 15 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=1.0133387487647789e-05 8.5349175196824942e-06 -6.5669199226580207e-06 1.4302968847914599e-05 -8.9562686021647262e-06 -1.8486859062250005e-05 1.0928455512839719e-05 7.5826343781955088e-06 1.1599651625147091e-05 8.5987096099415804e-06 -9.6664932063918394e-07 -1.8187998245653233e-05 -9.3458748059068366e-06 -1.0936120134653222e-05 8.6283386129556064e-06 6.0075397455379559e-06 -1.4974772676352935e-05 2.6074757541828659e-05 -7.2280443964700675e-06 -3.3015434764820385e-05 -4.2567156376869455e-06 2.5565561290363804e-05 9.5803108888503636e-06 -9.8628009075477727e-06 -1.7199696440397732e-05 -1.2044438218951874e-05 1.0491746868979136e-05 -1.8037460477384942e-05 1.4205050438168396e-05 9.8431437486869641e-08 6.1309998616123723e-06
leaf_weight=28 20 33 20 23 28 20 25 20 26 28 23 24 31 39 22 21 27 20 20 22 32 20 26 46 29 32 23 21 2319 53
leaf_count=28 20 33 20 23 28 20 25 20 26 28 23 24 31 39 22 21 27 20 20 22 32 20 26 46 29 32 23 21 2319 53
internal_value=0 -5.50378e-08 1.50052e-08 -7.87478e-08 -1.12493e-08 -1.06027e-07 -6.18993e-06 3.49938e-09 -7.12267e-08 -1.49011e-07 -8.73314e-06 4.76177e-09 -7.72679e-08 4.31271e-08 1.24417e-07 3.43968e-06 5.81209e-06 1.78936e-06 -1.02211e-05 1.12713e-05 1.75975e-05 1.17613e-06 -1.11289e-07 -1.23277e-08 -1.45893e-07 -7.53816e-09 -1.44003e-07 2.47337e-08 -9.84204e-08 -4.70953e-06
internal_weight=0 3101 3068 3048 3025 2997 53 2944 2924 2898 51 2847 2827 2796 2772 184 163 136 60 76 54 40 2588 2562 2523 2494 2462 2439 2418 99
internal_count=3121 3101 3068 3048 3025 2997 53 2944 2924 2898 51 2847 2827 2796 2772 184 163 136 60 76 54 40 2588 2562 2523 2494 2462 2439 2418 99
is_linear=0
shrinkage=0.1


Tree=5404
num_leaves=31
num_cat=0
split_feature=132 1185 1203 401 133 403 43 133 1208 1208 1209 1209 403 15 403 1212 1213 1212 1 1212 3 0 160 16 1209 1372 133 401 0 1213
split_gain=1.45111e-07 1.22227e-06 5.24561e-07 1.5213e-07 6.97311e-07 5.70699e-07 5.53605e-07 2.54666e-07 1.40354e-07 2.90664e-07 2.79327e-07 2.44574e-07 3.19026e-07 2.06508e-06 1.80139e-07 2.73648e-07 2.67467e-07 2.02917e-07 7.32035e-07 6.64201e-07 5.81428e-07 5.10196e-07 4.52744e-07 3.06031e-07 2.92759e-07 2.75979e-07 2.20463e-06 2.45086e-07 5.37303e-07 4.23885e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.078179999999999986 0.51114000000000004 -0.072624999999999981 0.05259500000000001 0.41892500000000005 0.11531000000000001 0.10233500000000001 -0.097919999999999993 -0.087714999999999987 -0.52800499999999995 0.087575000000000014 -0.34918499999999997 0.12799000000000002 0.24572000000000002 0.087615000000000012 0.088135000000000005 0.089125000000000024 -0.082689999999999986 -0.080604999999999996 -0.57146499999999989 -0.084119999999999986 0.087485000000000021 -0.065504999999999994 0.08622500000000001 0.11602000000000001 -0.077999999999999986 -0.09411499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 7 -3 -7 8 9 10 -5 -12 13 -13 -14 16 17 22 19 -19 21 23 -16 -21 25 26 -24 29 -29 -27
right_child=1 3 -4 4 -6 6 -8 -9 -10 -11 11 12 14 -15 15 -17 -18 18 -20 20 -22 -23 24 -25 -26 27 -28 28 -30 -31
leaf_value=-6.5527822343005365e-07 2.4226570409761432e-05 1.527559104336736e-05 -1.5527486473527259e-05 -1.1831010815512855e-05 -1.3750468143199042e-05 8.3460898321900632e-06 -1.1722661293919349e-05 1.1312711715163459e-05 -8.1564822072063441e-06 1.0008178538430066e-05 9.5003469107689836e-06 -3.2257691448952151e-05 6.9290119740410198e-06 7.6264879573821372e-06 1.449759666601577e-05 -9.1964560311907927e-06 9.4953659841697429e-06 -2.1163075129152276e-05 1.3584567555621367e-05 6.9950258627861994e-07 -1.3422028402654927e-05 -1.0390802908659681e-05 1.2559721608340625e-05 1.7576537218355087e-05 1.1071511429842455e-05 7.9876396776636167e-06 -3.2394791660408379e-05 -1.7909321416917246e-05 3.7059534564753493e-06 2.4155250300680008e-08
leaf_weight=195 21 30 27 20 37 27 28 20 21 29 27 21 38 34 22 32 30 25 21 22 34 20 24 21 24 69 20 23 23 2136
leaf_count=195 21 30 27 20 37 27 28 20 21 29 27 21 38 34 22 32 30 25 21 22 34 20 24 21 24 69 20 23 23 2136
internal_value=0 1.88694e-07 -2.46406e-06 1.32965e-08 -1.13538e-07 4.18091e-06 -1.87073e-06 6.95417e-08 -1.26452e-08 5.03458e-08 -5.71662e-08 3.11597e-08 -6.57209e-08 -7.60202e-06 9.46878e-08 -7.317e-09 1.09649e-07 -3.7051e-09 -3.66063e-06 -6.62906e-06 -2.88318e-06 2.80445e-06 2.19678e-07 8.94178e-06 8.42255e-08 -3.06742e-08 -7.87415e-06 1.22641e-07 -7.10168e-06 2.73353e-07
internal_weight=0 2899 222 2878 2793 85 55 2756 2736 2715 2686 2666 2639 55 2584 2546 2514 2484 143 122 97 63 2341 43 2319 2295 44 2251 46 2205
internal_count=3121 2899 222 2878 2793 85 55 2756 2736 2715 2686 2666 2639 55 2584 2546 2514 2484 143 122 97 63 2341 43 2319 2295 44 2251 46 2205
is_linear=0
shrinkage=0.1


Tree=5405
num_leaves=31
num_cat=0
split_feature=130 40 132 50 1185 1203 130 1203 132 13 13 16 47 2 47 1456 483 40 148 447 9 33 13 484 0 158 0 133 1443 42
split_gain=1.40083e-07 5.20044e-07 1.38956e-07 3.88508e-06 1.78487e-06 7.92964e-07 1.47176e-07 1.94122e-07 1.79678e-07 3.41419e-07 3.284e-07 1.8433e-07 1.3833e-07 1.6889e-06 4.97748e-07 2.58143e-07 3.39252e-07 2.11418e-07 1.8259e-07 3.07024e-07 1.86313e-07 8.55027e-07 2.22086e-07 1.89523e-07 3.68528e-07 6.35768e-07 6.07907e-07 5.85343e-07 2.69986e-07 8.89045e-07
threshold=-0.23647499999999996 -0.23202499999999995 -0.083284999999999984 0.10022000000000002 -0.087384999999999977 0.089480000000000018 -0.014104999999999998 0.084545000000000009 -0.41094499999999995 -0.008624999999999999 0.056795000000000005 -0.084939999999999988 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.079429999999999987 -1.0000000180025095e-35 -0.049474999999999998 -0.10069499999999999 0.094580000000000011 0.092235000000000011 -0.012019999999999998 -0.0075049999999999987 -0.093244999999999981 -0.081584999999999977 0.112085 -0.085754999999999984 0.085075000000000026 1.0000000180025095e-35 0.087195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 6 -3 8 10 11 -8 -10 14 -14 18 -15 -17 -18 -6 20 21 -20 -22 24 26 -26 27 -23 -25 -30
right_child=1 2 4 -5 12 -7 7 -9 9 -11 -12 -13 13 15 -16 16 17 -19 19 -21 22 23 -24 28 25 -27 -28 -29 29 -31
leaf_value=-8.342212811385253e-06 1.3156126679329342e-05 -5.5739608815959709e-06 -3.0029282170289663e-05 4.3251133545362834e-05 8.5723693700856536e-06 -2.0863835175077838e-05 -3.8381756309848112e-06 9.2153552309860576e-06 -5.615758722011709e-06 -1.3617553045461054e-05 1.3846895559427575e-05 6.522955284489054e-06 -3.0150179336487786e-05 -1.0518704183162051e-05 1.590772793861106e-05 1.2951443468842801e-05 8.4302201175887601e-06 -1.2698087424692288e-06 2.0805077033401178e-05 -1.0428858000263322e-05 7.8471205597452367e-07 -2.6881361463892974e-06 -1.4117842974883388e-05 -3.8199440808726281e-07 1.72792773915157e-05 -2.2718849753926345e-06 -1.3353249252961379e-05 1.7711683500982128e-05 -3.5409941981350513e-06 2.0456912831762637e-05
leaf_weight=20 30 36 20 21 25 20 21 27 22 22 21 29 20 22 20 21 25 222 20 28 20 39 20 2169 39 29 27 22 38 26
leaf_count=20 30 36 20 21 25 20 21 27 22 22 21 29 20 22 20 21 25 222 20 28 20 39 20 2169 39 29 27 22 38 26
internal_value=0 5.3804e-08 -7.419e-08 2.35327e-06 -2.6059e-07 -1.98439e-06 1.36899e-07 1.58472e-06 -2.06818e-07 -3.20503e-06 5.00436e-06 1.28665e-06 -5.03591e-08 -2.0438e-06 1.94671e-07 -1.05425e-07 7.49397e-07 -2.88024e-07 6.90669e-08 -1.67557e-08 1.02288e-07 2.14681e-07 -6.66657e-06 4.23044e-08 3.41211e-06 8.94128e-06 -8.60432e-07 4.66918e-06 -1.93114e-07 6.20816e-06
internal_weight=0 3101 3071 219 2852 198 178 142 115 73 42 51 2832 310 2522 290 268 247 2502 2477 2449 2409 40 2389 156 68 88 61 2233 64
internal_count=3121 3101 3071 219 2852 198 178 142 115 73 42 51 2832 310 2522 290 268 247 2502 2477 2449 2409 40 2389 156 68 88 61 2233 64
is_linear=0
shrinkage=0.1


Tree=5406
num_leaves=31
num_cat=0
split_feature=129 132 1203 394 50 130 12 3 4 1213 394 1184 394 1176 394 394 402 402 15 480 43 133 2 15 158 482 0 120 2 157
split_gain=1.47306e-07 1.38222e-07 3.75687e-06 1.91153e-06 8.91031e-07 1.35764e-07 1.49447e-07 4.34837e-07 2.66973e-07 3.21733e-07 1.34038e-07 4.92008e-07 1.7746e-07 3.71083e-07 2.08821e-07 1.99242e-07 1.37738e-07 2.97677e-07 1.76121e-07 6.87952e-07 5.53107e-07 1.38169e-06 3.87187e-07 2.78849e-07 3.69272e-07 2.40295e-07 1.12295e-06 8.13624e-07 3.85732e-07 4.41089e-07
threshold=0.12076500000000001 -0.083284999999999984 0.089480000000000018 0.11233000000000001 0.093975000000000017 -0.014104999999999998 0.11418000000000002 -0.06977499999999999 -0.068329999999999988 -1.0000000180025095e-35 -0.11103499999999998 0.088760000000000019 -0.09139499999999999 1.0000000180025095e-35 1.0000000180025095e-35 -0.086374999999999993 0.31278000000000006 0.15960500000000002 0.12044500000000001 0.11747 -0.072269999999999987 0.076280000000000014 0.10060500000000001 0.11728000000000001 -0.47060499999999994 0.090355000000000005 -0.059114999999999994 1.0000000180025095e-35 0.088555000000000009 -0.06457499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 -1 7 8 9 -7 -3 12 -12 14 15 -14 17 18 19 23 21 -20 -22 24 -17 27 28 -26 -27 -30
right_child=-2 3 -4 -5 -6 6 -8 -9 -10 -11 11 -13 13 -15 -16 16 -18 -19 20 -21 22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-5.0165646320642237e-06 -8.1538503950055613e-06 6.4270384234877188e-06 4.26815960032573e-05 -3.0932526442484232e-05 -2.1834901374973015e-05 -4.5712108410291627e-06 -5.1172878302168102e-06 1.5698015957478555e-05 -6.3794519115213515e-06 1.1138138100363904e-05 8.8758886269478477e-06 -1.5612201914336768e-05 8.765003517160389e-06 -1.3516569247258305e-05 7.6160674866145747e-06 -1.0348891823923624e-05 8.0363132708173772e-06 -1.2248432267369936e-05 3.1075922035077903e-05 -1.778549866768034e-05 -1.0097394791349265e-05 -5.6500119444535813e-06 4.3845353919399112e-06 8.8386565403197897e-06 -2.2120125264495817e-08 7.3963332738458121e-06 2.5995086898547017e-05 -1.7482441041836325e-05 -1.6904650473883347e-05 1.5283260020570359e-06
leaf_weight=36 22 33 21 20 20 22 25 23 36 32 23 20 26 20 37 35 21 20 21 22 30 20 48 35 2311 40 20 27 21 34
leaf_count=36 22 33 21 20 20 22 25 23 36 32 23 20 26 20 37 35 21 20 21 22 30 20 48 35 2311 40 20 27 21 34
internal_value=0 5.78867e-08 2.50388e-06 -1.2446e-07 -1.84525e-06 4.5241e-07 1.8791e-06 3.42697e-06 2.91039e-07 4.73803e-06 9.06797e-08 1.68189e-08 1.28018e-07 5.58511e-08 1.53918e-07 5.28194e-08 -3.09206e-08 -9.40398e-08 -2.79063e-09 -1.78611e-07 3.75739e-06 1.31608e-05 -1.18544e-06 -2.50825e-08 -1.49773e-07 -4.24991e-09 4.45844e-06 -2.23758e-07 -7.55921e-08 -5.50972e-06
internal_weight=0 3099 215 2884 194 174 138 113 90 54 2864 2831 2811 2788 2768 2731 2705 2684 2664 2545 119 41 78 2523 2488 2453 115 2338 95 55
internal_count=3121 3099 215 2884 194 174 138 113 90 54 2864 2831 2811 2788 2768 2731 2705 2684 2664 2545 119 41 78 2523 2488 2453 115 2338 95 55
is_linear=0
shrinkage=0.1


Tree=5407
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 42 1208 1208 1209 1209 1213 13 1213 1210 1210 1210 15 1210 401 0 1213 133 133 1210 47 48 48 3 16 48 48
split_gain=1.67531e-07 1.3175e-06 5.52142e-07 1.45429e-07 3.63187e-07 1.31479e-07 4.63638e-07 2.91496e-07 2.26593e-07 1.81041e-07 6.03944e-07 7.02099e-07 4.4007e-07 4.34604e-07 2.45636e-07 3.92472e-07 2.32336e-07 3.12367e-07 1.09095e-06 6.01467e-07 5.62525e-07 4.48403e-07 1.99842e-07 1.6449e-07 1.86656e-07 4.15672e-07 6.97351e-07 1.22345e-06 1.01494e-06 3.09332e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.23631000000000002 0.18223500000000001 0.11846000000000001 0.10480500000000002 -0.092099999999999987 -0.085894999999999985 -0.24064499999999997 -0.090639999999999984 -0.4908249999999999 -0.13847499999999999 -0.08861999999999999 -0.065674999999999983 0.084370000000000014 -0.061049999999999993 -0.06959499999999999 -0.071719999999999992 -1.0000000180025095e-35 0.51114000000000004 0.41068500000000002 -0.018549999999999994 0.14174500000000004 0.10697000000000002 0.11326500000000002 0.10299500000000002 -0.071854999999999988 0.12474000000000002 0.097500000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -3 -9 10 -10 -12 -11 -14 15 -15 -16 18 19 -18 21 22 -19 24 29 -26 28 -28 -27 -24
right_child=1 3 -4 -5 -6 -7 -8 8 9 12 11 -13 13 14 16 -17 17 20 -20 -21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-7.5293243929939583e-07 2.5159471962459587e-05 9.3981750372525624e-06 -1.5774732023540344e-05 -7.8992581857955496e-06 1.3186897671229893e-05 7.3575104124756763e-06 -1.2654344008579162e-05 -1.0404400291008643e-05 7.5777081646164238e-06 1.2010246662670868e-05 1.0933838404106119e-06 -2.172739150085233e-05 -1.4659468988611479e-05 -1.7455122973003131e-06 -1.0736381154856646e-05 1.5629804259403428e-05 8.1867148588982329e-06 -9.7755593396002601e-06 2.6436588050273717e-05 -1.3156415394880007e-05 -1.2517102900094162e-05 1.339909030139097e-05 1.040458077328453e-07 -9.0077520098930119e-06 1.2873372333564881e-05 -2.1623835436912486e-05 2.235238436999983e-05 -8.6948166550758867e-06 3.8830187851346678e-06 -6.0144675720747797e-06
leaf_weight=194 21 33 28 23 21 24 29 21 27 31 26 28 20 26 20 26 31 21 20 23 36 25 2108 20 36 26 30 22 39 86
leaf_count=194 21 33 28 23 21 24 29 21 27 31 26 28 20 26 20 26 31 21 20 23 36 25 2108 20 36 26 30 22 39 86
internal_value=0 2.02748e-07 -2.64757e-06 2.0645e-08 8.44481e-08 -1.26413e-08 -7.55892e-08 5.55808e-08 -5.66119e-08 2.3074e-08 -4.63384e-06 -1.07396e-05 1.65633e-07 2.52184e-08 1.38395e-07 6.94215e-06 -7.29908e-10 8.43724e-08 6.48544e-06 -9.03878e-07 -1.09045e-07 7.60733e-08 -6.34056e-08 2.27606e-08 9.97142e-08 3.47676e-06 5.85501e-07 9.21703e-06 -6.31972e-06 -1.35787e-07
internal_weight=0 2899 222 2878 2855 2834 2810 2781 2748 2727 81 54 2646 2615 2595 52 2543 2523 74 54 2449 2413 2388 2367 2347 153 117 52 65 2194
internal_count=3121 2899 222 2878 2855 2834 2810 2781 2748 2727 81 54 2646 2615 2595 52 2543 2523 74 54 2449 2413 2388 2367 2347 153 117 52 65 2194
is_linear=0
shrinkage=0.1


Tree=5408
num_leaves=31
num_cat=0
split_feature=394 3 130 130 1204 1203 1176 129 398 130 1201 133 403 13 133 12 401 1212 129 0 1182 401 52 1209 1212 43 13 1210 1208 133
split_gain=1.4534e-07 1.14447e-06 1.5551e-07 3.16279e-07 2.05222e-07 3.30007e-07 1.65801e-07 1.50139e-07 1.57232e-07 4.82174e-07 2.19247e-07 1.70577e-07 1.00356e-06 7.03226e-07 2.85958e-07 2.0135e-07 1.76972e-07 2.10375e-07 2.26448e-07 4.45761e-07 2.32225e-07 1.93306e-07 5.236e-07 2.95179e-07 2.23961e-07 3.28012e-06 2.94019e-06 1.58471e-06 2.37557e-07 6.5708e-07
threshold=0.013605000000000001 -0.083489999999999995 -0.22699999999999995 -0.095314999999999983 0.058775000000000008 -1.0000000180025095e-35 0.087330000000000019 0.12076500000000001 0.087820000000000023 0.096010000000000012 -0.080909999999999996 0.51114000000000004 -0.44023999999999991 -0.066634999999999986 0.42433500000000007 0.10149500000000002 0.13729500000000003 0.14862 0.10311000000000002 -0.079459999999999989 0.086460000000000009 0.11769000000000002 0.047850000000000011 -0.093169999999999989 -0.089544999999999986 -0.0047449999999999992 -0.091559999999999989 -0.14310999999999999 0.11846000000000001 0.41171500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 7 8 10 -10 -7 14 -13 -14 16 -15 17 18 20 -20 21 23 -23 -12 25 -25 -27 -26 29 -29
right_child=1 -3 3 4 -6 6 -8 -9 9 -11 11 12 13 15 -16 -17 -18 -19 19 -21 -22 22 -24 24 27 26 -28 28 -30 -31
leaf_value=-8.8861687254393489e-06 1.5590768892755144e-05 -1.2302561587299957e-05 1.11620713796583e-05 1.1617579305796729e-05 -9.7552003188122232e-06 8.8980509952273654e-06 8.4931230358878657e-06 -8.8553035789118452e-06 -1.6096979794858036e-05 4.8612584427993562e-06 -1.2371956136121301e-05 -2.3573106314177581e-05 1.4361268963861781e-05 -1.3826800204697066e-05 1.1086807661859379e-05 3.6735946196131414e-08 8.1008574013069916e-06 -1.015890588751929e-05 -6.8648697944464974e-07 1.7288346101519312e-05 -1.0479306514422538e-05 -4.9295519056613562e-06 1.767871623883366e-05 -2.7663757310576678e-05 -2.5904849273198734e-05 -7.6886018836501472e-07 4.9070409991145427e-05 -2.1779691708952235e-08 1.0506850837070186e-05 -1.7787273836369251e-05
leaf_weight=20 38 24 25 24 22 27 22 20 23 21 20 21 26 20 23 22 26 21 37 22 22 20 21 21 24 29 20 2418 21 21
leaf_count=20 38 24 25 24 22 27 22 20 23 21 20 21 26 20 23 22 26 21 37 22 22 20 21 21 24 29 20 2418 21 21
internal_value=0 4.79335e-06 -9.71497e-08 -3.93082e-08 -1.32219e-07 -6.14622e-08 -1.55902e-07 -2.20491e-07 -1.61469e-07 -6.09418e-06 -7.08936e-08 -1.55714e-07 -4.46483e-06 1.43625e-06 -1.70617e-08 -6.56495e-06 -1.10167e-07 -1.88742e-07 -1.11081e-07 6.01599e-06 -2.48168e-07 -1.62093e-07 6.65029e-06 -2.70604e-07 -1.7584e-07 5.40246e-06 1.95737e-05 -3.33039e-07 -8.35578e-08 -1.74742e-07
internal_weight=0 62 3059 3039 3014 2992 2968 2946 2926 44 2882 2855 89 68 2766 42 2743 2717 2696 59 2637 2615 41 2574 2554 70 49 2484 2460 2439
internal_count=3121 62 3059 3039 3014 2992 2968 2946 2926 44 2882 2855 89 68 2766 42 2743 2717 2696 59 2637 2615 41 2574 2554 70 49 2484 2460 2439
is_linear=0
shrinkage=0.1


Tree=5409
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 403 1209 1209 1209 1213 1211 1211 1212 1212 2 1212 401 133 15 3 1213 1210 1210 402 402 401 401 131 131 1184 132
split_gain=1.58706e-07 2.84753e-07 1.53786e-07 2.68851e-07 2.26697e-07 1.77405e-07 6.56205e-07 1.76731e-07 1.85789e-07 2.16456e-07 3.64274e-07 2.19255e-07 1.70984e-06 1.0233e-06 3.76305e-07 2.76334e-07 3.31561e-07 7.0448e-07 2.75521e-07 1.81271e-07 4.49393e-07 2.90859e-07 2.29296e-07 4.87895e-07 8.83508e-07 3.88277e-07 2.39269e-07 4.85094e-07 2.31553e-07 2.90161e-07
threshold=0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.092099999999999987 0.55673500000000009 -0.084519999999999984 -0.069599999999999981 -1.0000000180025095e-35 0.51258500000000007 0.11864500000000001 0.11191500000000001 -0.089544999999999986 -0.070754999999999985 0.087675000000000017 -0.009474999999999999 -1.0000000180025095e-35 0.50628500000000021 -0.049819999999999996 -0.081459999999999991 -0.24064499999999997 -0.094799999999999982 -0.081959999999999991 0.11174500000000002 0.10708500000000001 0.09530000000000001 0.091320000000000026 0.11793000000000002 0.11385000000000002 0.081725000000000006 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8 9 10 11 13 -13 18 -14 -16 19 -18 -9 -17 -21 -22 23 24 25 26 27 28 29 -23
right_child=-2 -3 -4 4 -6 6 7 8 -10 -11 -12 12 14 -15 15 16 17 -19 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.6252650235265757e-06 -8.8794525072444224e-06 1.0478500510439169e-05 -6.820675122126528e-06 -7.8893661874904614e-06 -9.1713353935187193e-06 1.6240737655607519e-05 -9.170313621455405e-06 -8.8805611475046528e-06 9.6414837503289161e-06 -8.6259912458099918e-06 1.3505708320735722e-05 -2.794836370660712e-05 1.1574952246259533e-05 2.4016022741437024e-05 -1.0542504911427387e-05 -8.6014538137533246e-06 -5.0657750978730509e-06 1.9778909976594151e-05 5.5627265537623324e-06 1.329753147729207e-05 -1.1131909127470863e-05 4.1071306359850556e-06 -8.7634488318144582e-06 1.4857905882143479e-05 -2.1033304162756397e-05 1.3946033034244465e-05 -8.0247766606122687e-06 1.5587530933771633e-05 -8.6376626482418833e-06 -2.3881967278201866e-07
leaf_weight=29 20 26 33 28 27 25 21 28 20 29 20 22 28 21 25 25 21 25 25 25 24 165 30 22 20 20 37 20 31 2229
leaf_count=29 20 26 33 28 27 25 21 28 20 29 20 22 28 21 25 25 21 25 25 25 24 165 30 22 20 20 37 20 31 2229
internal_value=0 5.72662e-08 -3.08483e-08 4.28086e-08 -4.94221e-08 3.306e-08 1.08053e-07 -2.94576e-08 3.64621e-08 -2.99627e-08 5.71085e-08 -3.75e-08 -1.81062e-07 5.33444e-06 4.13187e-08 -7.74535e-08 1.96609e-08 8.43677e-06 -2.06769e-06 -1.26558e-07 -4.57829e-08 -1.74183e-07 -7.20129e-08 3.04805e-08 -9.88626e-08 6.8479e-08 -4.33466e-08 7.74358e-08 -5.04825e-08 6.07132e-08
internal_weight=0 3101 3075 3042 3013 2986 2958 2933 2912 2892 2863 2843 2769 74 2747 2719 2694 46 53 2648 2623 2598 2574 2544 2522 2502 2482 2445 2425 2394
internal_count=3121 3101 3075 3042 3013 2986 2958 2933 2912 2892 2863 2843 2769 74 2747 2719 2694 46 53 2648 2623 2598 2574 2544 2522 2502 2482 2445 2425 2394
is_linear=0
shrinkage=0.1


Tree=5410
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1208 1209 1209 1209 4 401 0 43 133 1210 394 0 394 1176 393 1186 1212 1210 403 402 402 1447 1447 42 483 52
split_gain=1.645e-07 1.04191e-06 4.09509e-07 1.2988e-07 2.67223e-07 3.0879e-07 1.96592e-07 2.2838e-07 8.29416e-07 1.75618e-07 6.34194e-07 4.68718e-07 4.31871e-07 3.45139e-07 1.37952e-07 8.51655e-07 2.06044e-07 3.53749e-07 1.86236e-07 1.88288e-07 1.93644e-07 1.36596e-06 8.11746e-07 3.25568e-07 2.72042e-07 4.88893e-07 1.81304e-06 1.5425e-06 7.08845e-07 1.01783e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.12461500000000002 0.10233500000000001 -0.097919999999999993 -0.087714999999999987 -0.065739999999999979 -0.081114999999999979 -0.078179999999999986 -0.071719999999999992 0.05259500000000001 0.51114000000000004 0.014175000000000002 -0.10499499999999999 -0.086729999999999988 -0.09139499999999999 1.0000000180025095e-35 -0.087924999999999989 0.084720000000000004 -0.089544999999999986 -0.14310999999999999 0.064330000000000012 0.11522000000000002 0.10874500000000002 -0.086279999999999982 -0.085644999999999985 0.086950000000000013 0.087520000000000014 -0.0055649999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 -7 8 -8 10 11 -9 13 14 15 -11 -16 18 -18 20 22 -22 -20 24 25 27 -27 28 29 -23
right_child=1 3 -4 -5 -6 6 7 9 -10 12 -12 -13 -14 -15 16 -17 17 -19 19 -21 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-9.9184553154708341e-07 2.2394402172462185e-05 -1.2399996958265548e-05 -1.3928683444776522e-05 -7.9915093556337515e-06 8.3160956137362529e-06 8.5616291943114016e-06 -2.2359143281391882e-05 8.7015644147378713e-06 4.5090328900119788e-06 -1.9807073312265511e-05 1.8726799490927397e-05 -9.7890638651984663e-06 -1.0909493780609915e-05 1.2590909368141596e-05 9.9696429390947053e-06 9.0265519975218929e-06 8.5607997782779853e-06 -1.181316981751479e-05 2.1684617275327801e-05 8.358241819274149e-06 -2.2565803225949855e-05 5.045024547009099e-06 -1.2092651921470938e-06 1.118372888063627e-05 -1.0890482609165307e-05 -2.8832102957081094e-05 2.0186240600001641e-08 2.6786768502721056e-05 1.3879351643647005e-05 -2.4308932841861301e-05
leaf_weight=194 21 20 28 20 39 27 20 26 27 21 23 29 36 22 21 20 26 25 21 27 27 27 59 26 23 22 2173 28 22 21
leaf_count=194 21 20 28 20 39 27 20 26 27 21 23 29 36 22 21 20 26 25 21 27 27 27 59 26 23 22 2173 28 22 21
internal_value=0 2.00903e-07 -2.62352e-06 3.8963e-08 9.51594e-08 -1.85747e-08 6.98956e-08 -1.28161e-08 -6.92423e-06 1.0639e-07 4.783e-06 -1.04804e-06 -3.14172e-08 1.18568e-07 1.25841e-08 -5.74189e-06 1.0518e-07 2.32035e-08 1.41473e-07 5.30629e-08 -3.85009e-08 -2.01908e-07 4.80038e-06 5.5917e-08 -6.90066e-08 3.95385e-08 -2.68994e-07 6.95003e-06 -9.8466e-07 -7.79733e-06
internal_weight=0 2899 222 2878 2858 2819 2799 2772 47 2725 78 55 2647 2611 2589 41 2548 2527 2502 2476 2449 2369 80 2342 2316 2293 2195 98 70 48
internal_count=3121 2899 222 2878 2858 2819 2799 2772 47 2725 78 55 2647 2611 2589 41 2548 2527 2502 2476 2449 2369 80 2342 2316 2293 2195 98 70 48
is_linear=0
shrinkage=0.1


Tree=5411
num_leaves=31
num_cat=0
split_feature=1455 42 15 1455 1453 42 13 50 51 475 1 474 1426 4 2 13 4 1 1 1 2 0 4 482 42 39 3 16 480 160
split_gain=1.44246e-07 4.16778e-07 5.4893e-07 2.7363e-07 1.48368e-07 7.26312e-07 6.51266e-07 2.92105e-07 2.35236e-07 2.34446e-07 1.84987e-06 9.47065e-07 6.26667e-07 1.99669e-07 4.80612e-07 1.24427e-06 4.61246e-07 4.89582e-07 2.20451e-06 1.17339e-06 4.74884e-07 7.3924e-07 3.17492e-07 2.3547e-07 1.07177e-06 4.84498e-07 3.7923e-07 3.28315e-07 2.56937e-07 5.79186e-07
threshold=-0.092919999999999989 0.08623500000000002 0.088495000000000018 -0.088559999999999986 -0.079499999999999987 0.086950000000000013 -0.086134999999999975 -0.46943999999999991 -0.43587999999999999 0.016915000000000003 0.099990000000000009 0.091650000000000009 -0.08286499999999998 -0.50690499999999983 0.097070000000000004 -0.012119999999999997 -0.15289999999999995 0.10234000000000001 0.10684 0.095950000000000021 0.082850000000000021 0.056435000000000006 -0.14098499999999997 0.090355000000000005 0.096235000000000015 0.15619500000000003 -0.082594999999999988 0.0039400000000000008 0.11387000000000001 -0.55045999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5 -6 -9 12 11 -11 -10 14 15 -14 17 19 -19 20 -15 -22 -18 25 26 28 -25 -28 29 -24
right_child=3 2 -4 4 7 -7 -8 8 9 10 -12 -13 13 16 -16 -17 22 18 -20 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-6.4036110605532784e-06 -1.1480718954512019e-05 2.1406469679938959e-05 1.2688448839105183e-07 9.4212170866879983e-06 -8.9649942998909646e-06 2.0653905835388287e-05 -1.2961224736220454e-05 9.4457757873337519e-06 1.7685052398519474e-05 -6.1540320602944123e-06 1.0626127671760818e-05 -3.5349204226804437e-05 -3.0429598527916827e-05 -7.1760409939867853e-06 4.4848707382109701e-06 1.1803593417536115e-06 -1.1481918471588416e-05 3.5973993014219256e-05 -2.3623132158867579e-06 -2.0888125854980901e-05 2.1377500442829316e-05 3.1072479218765796e-07 -1.6877605611669077e-05 6.3488673705640921e-06 2.015468691106728e-05 -1.5491620451073339e-05 -1.9107852559890101e-07 -1.673181992979759e-05 9.6510395801138103e-06 -1.953306165366899e-07
leaf_weight=24 21 22 27 26 37 20 26 26 20 25 39 20 20 21 34 33 25 24 40 20 31 36 21 35 31 21 28 21 26 2321
leaf_count=24 21 22 27 26 37 20 26 26 20 25 39 20 20 21 34 33 25 24 40 20 31 36 21 35 31 21 28 21 26 2321
internal_value=0 4.3929e-06 9.68098e-06 -1.05209e-07 -2.62912e-08 4.45886e-06 -1.77e-06 -1.35574e-07 -2.36177e-08 -1.08751e-07 -5.31448e-06 -1.91297e-05 4.69762e-08 -7.95523e-08 -4.79488e-06 -1.07479e-05 7.23298e-08 5.08321e-06 1.20138e-05 9.76197e-07 5.94536e-06 1.0058e-05 -2.68466e-07 -1.5651e-07 4.26337e-06 -3.69271e-07 -1.60129e-06 -7.27997e-06 -2.35163e-07 -3.44915e-07
internal_weight=0 73 49 3048 3027 72 52 2955 2918 2892 84 45 2808 2788 87 53 2701 172 64 108 88 67 2529 2504 115 2389 84 49 2368 2342
internal_count=3121 73 49 3048 3027 72 52 2955 2918 2892 84 45 2808 2788 87 53 2701 172 64 108 88 67 2529 2504 115 2389 84 49 2368 2342
is_linear=0
shrinkage=0.1


Tree=5412
num_leaves=31
num_cat=0
split_feature=1426 157 47 2 47 393 1428 1456 483 1 120 2 39 9 3 9 124 2 31 456 13 16 1373 12 1375 1374 1375 40 1 2
split_gain=1.53796e-07 8.22626e-07 1.56896e-07 1.37943e-06 4.48259e-07 2.60003e-07 2.40004e-07 1.87323e-07 4.07249e-07 1.78371e-07 4.77481e-07 4.5913e-07 2.33322e-07 4.63331e-07 1.26736e-06 1.03175e-06 2.28631e-07 4.50829e-07 3.63795e-07 2.4057e-07 5.97699e-07 3.9089e-07 3.32003e-07 2.4244e-06 7.19269e-07 4.51241e-07 4.55879e-07 4.29536e-07 1.16882e-06 6.59906e-07
threshold=-0.061919999999999996 -0.0048549999999999991 0.092165000000000011 -1.0000000180025095e-35 0.089785000000000018 0.12679500000000002 0.087445000000000009 -0.077604999999999993 -0.041389999999999989 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 -1.0000000180025095e-35 0.092235000000000011 -0.13309499999999996 0.085555000000000006 -0.086844999999999992 0.093320000000000014 -0.082169999999999979 0.089235000000000023 -0.08459499999999999 -0.004174999999999999 1.0000000180025095e-35 0.083715000000000026 -0.4078199999999999 -0.064634999999999984 0.084665000000000018 -0.07632499999999999 0.11846000000000002 0.097070000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 9 -5 -9 10 11 12 -2 15 -15 16 17 -14 -18 22 -21 -22 24 -24 -20 -26 27 28 29 -27
right_child=2 -3 3 7 -6 -7 -8 8 -10 -11 -12 -13 13 14 -16 -17 18 -19 19 20 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=6.3387705550071432e-06 1.0009176469833145e-05 -1.8157320994523966e-05 -2.7415903314249594e-05 -8.6344072442443583e-06 1.4560799106468703e-05 1.0180697720967986e-05 8.0231210894884213e-06 1.4155483581816952e-05 -6.3518368488515332e-07 8.9858167546646481e-06 -1.1493569362149477e-05 1.482907075894348e-05 1.3666540002564685e-05 8.0099977253667031e-06 -2.6409518331211473e-05 2.2141034822284599e-05 -1.2295729125980871e-05 -1.3244406927890639e-06 -1.9052997540711661e-05 5.8844803229126582e-06 -2.3525945061919631e-05 -4.2095670737167396e-06 3.084934022581365e-05 -1.3647066785779316e-05 1.2845106135096608e-05 -1.1369432390243414e-05 1.4161808475033797e-05 -5.7319874198904285e-07 2.7149980929780647e-05 1.034142108145326e-05
leaf_weight=29 23 26 20 25 22 26 38 20 269 22 36 21 35 20 23 21 25 47 20 26 20 22 24 25 27 28 22 2110 21 28
leaf_count=29 23 26 20 25 22 26 38 20 269 22 36 21 35 20 23 21 25 47 20 26 20 22 24 25 27 28 22 2110 21 28
internal_value=0 -5.2412e-06 9.40184e-08 -1.9519e-06 3.44141e-07 2.28729e-07 1.32324e-07 -3.29984e-07 3.88392e-07 1.90019e-08 -5.61772e-08 1.02921e-07 -1.755e-08 -1.082e-07 -1.04004e-05 6.87553e-08 -1.18147e-07 5.07415e-06 -2.95698e-07 -1.69276e-07 -6.03137e-06 -1.34078e-05 3.6621e-09 8.14709e-06 -1.73212e-07 -4.34097e-09 -1.61396e-07 -3.0548e-07 7.03072e-06 -5.14006e-07
internal_weight=0 55 3066 334 2732 2710 2684 314 289 2646 2624 2588 2567 2544 43 2501 2480 82 2398 2373 68 42 2305 49 2256 2236 2209 2187 77 56
internal_count=3121 55 3066 334 2732 2710 2684 314 289 2646 2624 2588 2567 2544 43 2501 2480 82 2398 2373 68 42 2305 49 2256 2236 2209 2187 77 56
is_linear=0
shrinkage=0.1


Tree=5413
num_leaves=31
num_cat=0
split_feature=1425 1210 1212 1212 1210 1212 1208 1209 52 12 1209 1209 1210 1213 1209 42 2 4 15 480 159 52 52 12 480 480 15 471 481 484
split_gain=1.60388e-07 1.45757e-07 1.6051e-07 1.15769e-06 1.55724e-06 3.06787e-07 1.88207e-07 2.97026e-07 8.25957e-07 1.19909e-06 1.94158e-07 1.79432e-07 2.57814e-07 1.5999e-06 2.74159e-07 1.94261e-06 1.762e-07 4.56208e-07 1.65993e-07 6.02527e-07 3.64465e-07 8.44015e-07 2.56074e-07 3.64654e-07 2.232e-07 2.62301e-07 3.54538e-07 2.63304e-07 2.72881e-07 9.61669e-07
threshold=0.10129000000000002 -0.42132499999999995 -0.094469999999999985 -0.089544999999999986 -0.21410999999999997 -0.21859999999999999 0.11846000000000001 0.091045000000000001 0.085540000000000019 0.092995000000000008 0.088060000000000013 -0.087714999999999987 -0.064799999999999983 -0.07933999999999998 -1.0000000180025095e-35 0.090990000000000015 0.094400000000000026 -0.076229999999999978 0.12044500000000001 0.11747 -0.12665499999999999 0.14295500000000003 -1.0000000180025095e-35 0.091475000000000015 0.11191000000000002 0.10344000000000002 0.11461000000000002 0.10277000000000001 -0.087424999999999989 -0.08212499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 16 7 10 9 -9 11 -6 13 -13 15 -14 17 -3 19 24 -20 22 23 -22 25 26 27 28 29 -16
right_child=-2 2 3 4 6 -7 -8 8 -10 -11 -12 12 14 -15 18 -17 -18 -19 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.6764655823353691e-06 -7.1571198796230049e-06 -4.3212144275553565e-06 2.412829684544704e-05 -2.6518031154409984e-05 9.0035606460688818e-06 -1.1981301668129163e-05 9.4017376878499909e-06 2.1286713425589758e-07 8.7474468055006597e-06 -3.0984685099610946e-05 9.4331125064459431e-06 5.5865969658809362e-06 -1.197280051240776e-05 -2.9355839196796295e-05 3.7335683077270559e-06 3.0094611360081693e-05 -8.5246607477529326e-06 1.3773596414136013e-05 -6.9060526948305789e-06 -1.5793292004673275e-05 -1.671508915933373e-06 2.4894891571420888e-05 -5.8002835430670531e-06 1.6444470272745093e-05 1.0648651941664867e-05 -9.5820563473125741e-06 9.7360616301126645e-06 1.0892445871749342e-05 9.2966764590557861e-08 -1.9161089261388044e-05
leaf_weight=25 31 38 20 22 23 32 22 28 25 22 23 38 23 20 43 21 20 22 25 24 25 20 28 20 20 28 38 22 2341 32
leaf_count=25 31 38 20 22 23 32 22 28 25 22 23 38 23 20 43 21 20 22 25 24 25 20 28 20 20 28 38 22 2341 32
internal_value=0 7.17978e-08 9.76947e-09 1.50703e-07 -1.27994e-08 -3.70609e-06 1.87515e-07 1.17348e-07 -6.09355e-06 -1.35141e-05 2.82884e-07 2.07479e-07 1.3439e-07 -6.46252e-06 2.75578e-07 8.10483e-06 -3.96003e-07 2.31355e-06 1.46363e-07 -2.34441e-08 3.81305e-06 6.69453e-06 1.70813e-06 6.38004e-06 1.26507e-07 4.24642e-08 1.51304e-07 1.91041e-09 -9.72584e-08 -6.03482e-06
internal_weight=0 3090 3065 2953 2933 112 2911 2889 75 50 2814 2791 2768 58 2710 44 80 60 2666 2548 118 93 73 45 2524 2504 2476 2438 2416 75
internal_count=3121 3090 3065 2953 2933 112 2911 2889 75 50 2814 2791 2768 58 2710 44 80 60 2666 2548 118 93 73 45 2524 2504 2476 2438 2416 75
is_linear=0
shrinkage=0.1


Tree=5414
num_leaves=31
num_cat=0
split_feature=402 401 132 394 15 1186 1213 403 42 42 130 402 402 402 16 401 1208 1208 1209 1209 1210 1210 1210 1213 1210 1212 1213 1176 394 402
split_gain=1.54069e-07 3.2096e-07 1.47113e-07 8.7433e-07 3.58992e-07 3.24675e-07 1.61514e-07 1.74649e-07 2.01815e-07 3.15823e-07 4.27186e-07 1.48788e-07 5.4483e-07 4.37596e-07 3.95007e-07 1.82843e-07 1.6678e-07 4.42812e-07 3.6194e-07 2.00949e-07 1.75816e-07 3.53949e-07 2.68182e-07 6.74528e-07 4.10044e-07 2.03387e-07 1.8076e-07 3.89168e-07 2.11174e-07 1.88054e-07
threshold=0.31278000000000006 0.13699500000000003 -0.083174999999999985 0.11233000000000001 0.092400000000000024 0.049580000000000006 0.086260000000000017 -0.088034999999999988 -0.021469999999999996 -0.074124999999999983 0.10737500000000001 -0.46900499999999995 -0.45015499999999992 -0.42072999999999994 -0.07550999999999998 -0.099524999999999988 0.11531000000000001 0.10233500000000001 -0.089214999999999989 -0.083969999999999989 -0.13847499999999999 -0.08861999999999999 -0.064344999999999999 -0.080279999999999976 -0.051429999999999997 0.11660500000000001 0.12955000000000003 0.086510000000000017 -0.093064999999999981 0.10645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 5 6 7 -1 9 -9 -11 14 -13 -14 -4 -15 17 18 -17 -20 -21 -22 23 -23 -24 26 27 28 -26 -30
right_child=-2 -3 3 -5 -6 -7 -8 8 -10 10 -12 12 13 15 -16 16 -18 -19 19 20 21 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=-7.8870031270996374e-06 8.5365438454097048e-06 -1.209342954098247e-05 -4.0740422840761838e-06 2.1053874568792708e-05 -1.4591359451349656e-05 -1.2861410470490921e-05 7.9184334983513811e-06 4.8680932757855082e-06 6.7892195386919316e-06 -1.8056694391686635e-05 1.2900332617391542e-06 -1.2791949476801771e-05 1.4514057225564363e-05 -8.4894163646822571e-06 1.4895420763818749e-05 -1.0701009905973948e-05 -8.0282280614483173e-06 1.2258718890431435e-05 9.2762931747832535e-06 8.7883989813828674e-06 -1.2923236339529034e-05 -2.1820014339368757e-06 -1.3328459610183137e-05 2.0564292598960904e-05 -6.9901997237540723e-06 8.1345745163543464e-06 -8.0051102689334839e-06 1.3315607826701706e-05 2.5967480762975578e-07 -4.3763826579879109e-06
leaf_weight=29 21 22 21 20 22 21 24 37 38 21 25 33 21 25 23 31 25 30 24 23 21 32 23 22 43 31 28 22 2272 91
leaf_count=29 21 22 21 20 22 21 24 37 38 21 25 33 21 25 23 31 25 30 24 23 21 32 23 22 43 31 28 22 2272 91
internal_value=0 -5.78266e-08 2.81979e-08 2.18596e-07 -2.48207e-06 -1.1159e-06 3.01663e-07 -9.1702e-07 7.53471e-07 -2.00988e-06 -7.54217e-06 7.19204e-08 -1.88466e-08 1.33654e-07 5.84181e-06 2.356e-08 1.01862e-07 1.77336e-07 4.12334e-08 1.67757e-07 8.39359e-08 6.48809e-09 1.12387e-07 7.08501e-06 -3.76218e-08 8.52931e-08 -1.63062e-08 7.58217e-08 -4.52403e-08 8.11385e-08
internal_weight=0 3100 3078 2861 217 195 174 150 121 83 46 2841 2797 2764 44 2743 2718 2693 2663 2632 2608 2585 2564 54 2510 2487 2456 2428 2406 2363
internal_count=3121 3100 3078 2861 217 195 174 150 121 83 46 2841 2797 2764 44 2743 2718 2693 2663 2632 2608 2585 2564 54 2510 2487 2456 2428 2406 2363
is_linear=0
shrinkage=0.1


Tree=5415
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 4 12 133 4 403 52 130 46 46 1456 15 1456 154 157 157 474 157 49 49 49 133 4 2 4 4
split_gain=1.55159e-07 3.6847e-06 2.03901e-06 7.49408e-07 1.43184e-07 3.7257e-07 1.40988e-07 2.60107e-07 5.32376e-07 2.48702e-07 1.74905e-07 2.11841e-07 1.34377e-07 1.8956e-07 1.71483e-07 4.44687e-07 2.3568e-07 2.16101e-07 3.32422e-07 1.8971e-07 2.1557e-07 3.56069e-07 2.0838e-07 7.88139e-07 6.76147e-07 6.09609e-07 5.65209e-07 1.15679e-06 2.63428e-06 8.78227e-07
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.23631000000000002 0.63113500000000011 0.11527000000000001 -0.37971999999999995 -0.00059999999999999995 -0.020569999999999995 0.085175000000000015 0.0032450000000000001 0.10987500000000001 0.083550000000000013 0.11510000000000002 -0.062284999999999993 0.10795500000000001 0.084190000000000001 0.63604500000000008 0.32331500000000007 -0.090834999999999985 -0.00078499999999999989 0.088930000000000009 0.08610000000000001 0.084620000000000015 0.085520000000000013 -0.0083799999999999986 0.087545000000000026 -0.013514999999999998 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 5 12 7 8 -1 10 -9 -12 13 14 16 -16 17 18 19 20 21 -4 23 24 -22 -25 27 -24 -29 -28
right_child=2 -3 4 -5 -6 -7 -8 9 -10 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 22 -23 26 25 -26 -27 29 28 -30 -31
leaf_value=3.6492856408932271e-06 -3.0521848334914965e-05 4.2395885195998874e-05 2.0815674452023817e-06 -2.0011270236750534e-05 -7.8205787719090708e-06 1.2508220477987683e-05 8.0997688114404728e-06 -5.6527585935001327e-06 -1.9147655511915221e-05 1.086074986839473e-05 -1.9511419623086112e-06 1.097468145547152e-05 7.7811107768287591e-06 -8.7336954602506023e-06 1.5812451446876091e-05 -4.3145987763723717e-06 -1.0639547629883358e-05 1.0100053413268706e-05 -1.2927992708000602e-05 8.8631925261021635e-06 3.0865723154578481e-07 -1.6788225111667997e-05 -1.7565106083400845e-05 2.2602086450465972e-05 -1.6568109099542502e-05 -2.5665760858828437e-07 -2.4585587277128765e-05 -1.5438398399252828e-07 4.0274846382999386e-05 -3.1601120076522332e-06
leaf_weight=21 22 21 20 20 23 24 21 39 20 24 32 21 22 25 23 21 21 21 20 24 2183 20 22 28 24 20 21 83 20 215
leaf_count=21 22 21 20 20 23 24 21 39 20 24 32 21 22 25 23 21 21 21 20 24 2183 20 22 28 24 20 21 83 20 215
internal_value=0 2.56665e-06 -1.93702e-07 -1.65766e-06 3.79718e-08 1.01236e-07 4.04546e-07 -6.24751e-07 -7.47117e-06 1.7951e-06 -5.69846e-07 3.17041e-06 -3.87053e-09 -6.47989e-08 1.29909e-08 6.20636e-06 -8.63921e-08 -4.94545e-09 -8.35399e-08 1.23142e-08 -6.76636e-08 -7.35333e-06 4.3738e-08 4.00838e-07 1.25131e-07 1.30776e-05 -2.1869e-06 3.25001e-06 7.69595e-06 -5.06662e-06
internal_weight=0 219 2902 198 2880 2857 178 157 41 116 92 53 2833 2811 2786 44 2742 2721 2700 2680 2656 40 2616 2255 2207 48 361 125 103 236
internal_count=3121 219 2902 198 2880 2857 178 157 41 116 92 53 2833 2811 2786 44 2742 2721 2700 2680 2656 40 2616 2255 2207 48 361 125 103 236
is_linear=0
shrinkage=0.1


Tree=5416
num_leaves=31
num_cat=0
split_feature=46 44 1426 42 52 13 13 13 0 13 13 16 43 16 1213 2 3 4 3 4 16 16 3 42 2 2 393 12 52 16
split_gain=1.41272e-07 6.23252e-07 2.40889e-07 4.87204e-07 1.75102e-07 5.21135e-07 1.637e-06 8.66877e-07 8.79914e-07 1.96297e-06 8.75889e-07 7.38134e-07 6.5915e-07 7.67761e-07 6.18929e-07 7.14044e-07 1.10464e-06 1.68963e-06 9.24349e-07 6.78761e-07 6.07747e-07 1.26083e-06 8.52028e-07 6.53319e-07 5.78766e-07 5.6956e-07 4.67434e-07 4.48939e-07 4.06235e-07 4.04807e-07
threshold=0.084955000000000017 0.10049500000000001 -0.061919999999999996 0.084435000000000024 0.091275000000000009 -0.077944999999999987 -0.076599999999999988 -0.079969999999999986 -0.069954999999999976 -0.081434999999999994 -0.083499999999999977 0.15891500000000003 -0.081154999999999991 0.0028900000000000006 -0.063509999999999997 0.089775000000000008 -0.063814999999999997 -0.07712999999999999 -0.072624999999999981 -0.064054999999999987 -0.079109999999999986 -0.088704999999999992 -0.082879999999999995 0.087550000000000017 0.095040000000000013 0.097385000000000013 0.12069000000000002 0.10345000000000001 0.090245000000000006 -0.15012499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 26 7 -7 8 9 10 20 12 13 27 -14 19 17 -17 25 -16 21 23 -22 29 -25 -19 28 -8 -4 -6
right_child=1 -3 4 -5 5 6 11 -9 -10 -11 -12 -13 14 -15 15 16 -18 18 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.4533523485482648e-05 1.8820872398919163e-05 -4.4698949918879577e-06 1.6728103163375636e-07 5.0688459525969976e-06 9.6646582464734138e-06 -3.0367981658359481e-05 8.4479521713030808e-06 1.8762966192298336e-05 1.5913837445542676e-05 -2.5084365562122459e-05 1.6179808415686507e-05 -1.7810434090798874e-05 1.1316925554638146e-05 2.3860439396230506e-05 1.3328536929500181e-05 -3.9315326549430297e-05 5.6163991997790521e-06 -1.1222539558730204e-05 -2.2458573516030749e-05 -6.1580382046089746e-06 2.3599564409106161e-06 2.4592122686802514e-05 -2.4859404671271638e-05 -1.8399737564323006e-05 3.1587110106556796e-06 9.5437361259038378e-06 1.5667096013203265e-05 -8.698577802043965e-06 1.2285708658055228e-05 -7.3216007592691314e-06
leaf_weight=32 20 27 2292 21 47 22 37 27 31 32 34 28 25 20 33 22 36 25 29 39 23 21 23 33 20 28 20 26 28 20
leaf_count=32 20 27 2292 21 47 22 37 27 31 32 34 28 25 20 33 22 36 25 29 39 23 21 23 33 20 28 20 26 28 20
internal_value=0 5.44107e-06 -8.31971e-08 -6.76655e-06 3.40546e-08 -1.3772e-06 -3.91338e-06 1.64013e-06 1.22529e-08 -1.93616e-06 1.41561e-06 -2.24096e-06 -8.78634e-07 6.7906e-06 -3.56449e-06 -5.31937e-06 -9.48132e-06 -1.47074e-05 -8.10534e-06 2.77331e-06 -1.26879e-06 1.98741e-06 -1.12497e-05 -1.96842e-06 -1.02645e-05 -2.51677e-07 4.44765e-07 1.37161e-06 3.13538e-07 4.59413e-06
internal_weight=0 47 3074 53 3021 681 370 311 284 253 221 348 320 83 237 212 140 104 82 72 187 141 46 120 53 53 2340 63 2320 67
internal_count=3121 47 3074 53 3021 681 370 311 284 253 221 348 320 83 237 212 140 104 82 72 187 141 46 120 53 53 2340 63 2320 67
is_linear=0
shrinkage=0.1


Tree=5417
num_leaves=31
num_cat=0
split_feature=1208 1208 1210 2 1210 1212 16 16 1212 1212 1212 2 1447 2 49 1371 13 399 1203 2 42 481 43 1456 402 2 403 0 2 2
split_gain=1.30745e-07 3.7779e-07 2.14106e-07 1.56873e-06 3.29001e-07 2.03998e-07 7.65449e-07 1.01183e-06 3.57028e-07 3.27556e-07 2.95071e-07 2.0228e-07 7.00978e-07 5.92711e-07 3.01322e-06 1.40659e-06 1.01655e-06 6.44649e-07 7.06033e-07 5.00425e-07 6.76079e-07 5.50128e-07 2.03067e-06 1.35236e-06 8.8022e-07 8.6966e-07 1.75661e-06 9.67003e-07 6.78762e-07 5.3913e-07
threshold=0.11846000000000001 0.10683000000000002 -0.13847499999999999 0.084885000000000002 -0.090569999999999998 -0.088629999999999987 -0.092484999999999984 -0.088159999999999988 -0.069964999999999986 -0.21859999999999999 -0.41956999999999994 0.087625000000000022 0.0071200000000000005 0.087015000000000023 0.08610000000000001 0.083235000000000017 -0.084774999999999989 0.091580000000000009 0.088820000000000024 0.086590000000000014 0.083935000000000023 -0.087424999999999989 -0.077319999999999986 0.088395000000000015 0.10874500000000002 0.08622500000000001 -0.52917499999999984 -0.15931499999999996 0.085345000000000018 0.084305000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6 -8 -7 10 -9 13 -13 15 16 17 -15 18 19 21 -21 22 -10 24 25 26 -23 -28 29 -29
right_child=-2 -3 4 -5 5 8 7 9 11 -11 -12 12 -14 14 -16 -17 -18 -19 -20 20 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=2.8500368189270374e-05 7.0616801867100343e-06 -1.2827878951967527e-05 -1.2259646784555529e-05 -6.7948733029719304e-06 -1.8180545032072557e-05 1.0531210555062431e-05 2.0394242224028861e-05 -6.0959905155349201e-06 8.0957688153050959e-06 -1.4239729309338146e-05 8.897868169047538e-06 -9.5960917999533596e-07 1.5004095595421469e-05 -1.7985117159696531e-05 3.9980287637381883e-05 -2.5208310032775487e-05 8.26365241361297e-06 1.5628250288312398e-05 -1.6089572411146949e-05 -1.6184138249151321e-06 2.3198704295045112e-05 2.940065589262469e-05 -3.2503116893746083e-05 2.4948274746412096e-05 -1.8915527416242106e-05 -1.4359729139338621e-05 2.1998528860595323e-05 1.2540744566381247e-07 -9.2337402743001093e-06 8.0109325691327374e-06
leaf_weight=20 26 23 22 34 29 33 20 35 28 25 21 1561 28 25 23 21 36 29 25 21 23 22 22 23 23 36 21 698 69 99
leaf_count=20 26 23 22 34 29 33 20 35 28 25 21 1561 28 25 23 21 36 29 25 21 23 22 22 23 23 36 21 698 69 99
internal_value=0 -5.93339e-08 3.62639e-08 6.27744e-06 -7.54072e-08 1.40632e-08 -3.86037e-06 2.51358e-07 1.89805e-07 -4.72219e-06 -4.73294e-07 6.93441e-08 -6.7831e-07 1.02435e-06 9.13584e-06 4.36963e-07 -2.49404e-06 9.09791e-07 5.25254e-07 9.08084e-07 1.13542e-05 4.66559e-07 -9.76774e-06 9.82921e-07 4.13497e-07 8.83939e-07 1.48765e-06 7.9533e-07 2.81165e-07 1.10491e-06
internal_weight=0 3095 3072 54 3018 2996 130 101 2866 81 56 2833 1589 1244 84 1160 61 1139 1110 1085 44 1041 50 991 968 945 909 887 866 797
internal_count=3121 3095 3072 54 3018 2996 130 101 2866 81 56 2833 1589 1244 84 1160 61 1139 1110 1085 44 1041 50 991 968 945 909 887 866 797
is_linear=0
shrinkage=0.1


Tree=5418
num_leaves=31
num_cat=0
split_feature=401 132 1185 1203 401 16 1209 16 1209 1210 1210 1208 1209 42 159 52 133 4 12 401 133 401 133 123 16 133 42 42 42 42
split_gain=1.31014e-07 1.5111e-07 9.41694e-07 5.40145e-07 1.74246e-07 4.6631e-07 3.01113e-07 7.85497e-07 2.05524e-07 1.71525e-07 2.3299e-07 2.10437e-07 2.5014e-07 1.59581e-07 4.0807e-07 7.23936e-07 4.86565e-07 5.01824e-07 4.25992e-07 3.58341e-07 4.31593e-07 3.57164e-07 2.92992e-07 4.44551e-07 4.16999e-07 5.15394e-07 2.94894e-07 8.26236e-07 1.39782e-06 9.21699e-07
threshold=0.13837000000000002 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11769000000000002 -0.082039999999999988 -0.085894999999999985 -0.082404999999999992 -0.077594999999999983 -0.13847499999999999 -0.08861999999999999 0.11846000000000001 0.11027500000000001 0.11326500000000002 0.11084000000000001 0.10347000000000002 0.41171500000000005 -0.034939999999999992 0.11527000000000001 -1.0000000180025095e-35 0.5087600000000001 -0.41128499999999996 0.12599500000000005 0.11679000000000002 -0.0073349999999999986 0.27771000000000007 0.099760000000000015 0.097640000000000018 0.096450000000000022 0.095885000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 7 -4 -8 -10 -11 12 13 19 15 16 17 -15 -19 21 22 -12 23 26 25 -24 27 28 29 -21
right_child=-2 2 4 -5 5 -7 8 -9 9 10 11 -13 -14 14 -16 -17 -18 18 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.7118015480160396e-07 -7.8719531562195959e-06 2.1343675576818421e-05 -2.0420659245701246e-05 -1.5453656838612268e-05 1.6054345095047515e-05 -2.9413134054071373e-06 9.5280494702898938e-06 6.4128898884519003e-06 6.991244727682248e-06 -1.0546603196070509e-05 -5.3704030010108414e-07 9.998865824031999e-06 -1.1192343040420384e-05 1.5408669492773759e-05 -1.0449320980114864e-05 1.6492686569481755e-05 -9.5257865337550889e-06 6.8935208375854745e-06 -1.1559845366222859e-05 -3.0969194197516086e-08 1.3058150099823253e-05 -1.900131525417237e-05 -2.240120502787961e-05 1.3053013309707659e-05 4.9851297341735083e-06 -2.5044041952545133e-06 -5.5821523143636788e-06 1.4954610615380239e-05 -2.0861307402242349e-05 1.9283107622868555e-05
leaf_weight=189 21 21 24 28 24 28 23 20 35 21 22 21 20 29 20 39 33 29 22 2117 25 20 23 26 23 30 94 37 32 25
leaf_count=189 21 21 24 28 24 28 23 20 35 21 22 21 20 29 20 39 33 29 22 2117 25 20 23 26 23 30 94 37 32 25
internal_value=0 5.33311e-08 2.44877e-07 -2.4915e-06 9.00645e-08 5.82591e-06 -1.60793e-08 -8.22359e-06 1.14481e-07 3.55486e-08 -5.43514e-08 2.76498e-08 -5.08932e-08 3.33204e-08 2.97863e-06 4.74547e-06 6.91115e-07 4.90559e-06 -1.06675e-06 -1.71446e-07 -1.32884e-08 -9.32955e-06 -1.49053e-07 5.01633e-08 -6.25923e-06 -1.11389e-05 -9.65066e-08 1.36714e-07 -1.15477e-07 1.94452e-07
internal_weight=0 3100 2883 217 2862 52 2810 44 2766 2743 2708 2687 2666 2646 172 152 113 80 51 2474 2432 42 2407 2331 76 53 2305 2211 2174 2142
internal_count=3121 3100 2883 217 2862 52 2810 44 2766 2743 2708 2687 2666 2646 172 152 113 80 51 2474 2432 42 2407 2331 76 53 2305 2211 2174 2142
is_linear=0
shrinkage=0.1


Tree=5419
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1208 1208 1209 1209 1209 1209 403 0 1209 2 0 2 481 1447 160 2 15 1371 1455 481 1455 1456 483 43 47 0
split_gain=1.53561e-07 3.82379e-06 2.03753e-06 8.20212e-07 1.49116e-07 3.02239e-07 2.94352e-07 2.05109e-07 1.80675e-07 1.72843e-07 2.40092e-07 2.2036e-06 2.95079e-07 1.66376e-07 7.79689e-07 5.83857e-07 6.12308e-07 5.06256e-07 5.53278e-07 4.89428e-07 2.02922e-06 7.47975e-07 4.12812e-07 5.40932e-07 5.3838e-07 1.06924e-06 5.36737e-07 4.54016e-07 4.33219e-07 3.33761e-06
threshold=-0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 0.12461500000000002 0.10233500000000001 -0.097919999999999993 0.10691500000000002 0.093955000000000011 -0.087714999999999987 -0.52800499999999995 -0.086234999999999992 -0.069599999999999981 0.08647500000000001 -0.23001499999999997 0.086285000000000014 -0.13392999999999997 0.059120000000000013 -0.55248999999999981 0.087015000000000023 -0.015039999999999998 0.083235000000000017 -0.097209999999999977 -0.085629999999999984 0.088555000000000009 -0.077769999999999992 -0.021199999999999997 -0.077944999999999987 0.092165000000000011 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 -4 8 9 -8 11 -11 -12 14 -14 16 -16 18 -15 20 -20 -21 -18 -24 25 27 -27 -25 -28 -30
right_child=2 -3 4 -5 -6 -7 7 -9 -10 10 12 -13 13 17 15 -17 22 -19 19 21 -22 -23 23 24 -26 26 28 -29 29 -31
leaf_value=3.0667163340345564e-07 -3.0509838986538604e-05 4.2094333866771198e-05 -1.2110338393540588e-05 -2.1057916694644521e-05 -8.5657636964242557e-06 8.8420977704482225e-06 8.0334256440269038e-06 1.0155217316878407e-05 -8.1485178472778192e-06 1.2857355604215368e-05 1.165983820886719e-05 -2.7572081503771749e-05 2.0583510940923589e-05 -1.6926154629410513e-05 -1.5890451955467302e-05 1.4878397408730444e-05 -1.205656714955694e-05 1.4472142555115915e-05 -2.9329951441333698e-05 -5.3674994334981814e-07 9.4402208240488247e-06 1.7256601061414283e-05 1.5475405707547906e-05 6.5035021266556297e-06 -1.2841005916235536e-05 -1.3911732102874691e-05 1.6970250460560399e-06 2.7555953487308219e-05 -3.5868529827591071e-05 3.7535762789957521e-06
leaf_weight=177 22 22 20 20 20 39 27 20 27 28 22 26 20 21 23 28 25 22 27 1512 27 24 25 21 29 26 674 20 27 100
leaf_count=177 22 22 20 20 20 39 27 20 27 28 22 26 20 21 23 28 25 22 27 1512 27 24 25 21 29 26 674 20 27 100
internal_value=0 2.55342e-06 -1.9269e-07 -1.86232e-06 3.8899e-08 9.90715e-08 -2.17999e-08 6.4516e-08 -8.05286e-09 7.17556e-08 -7.0728e-09 -6.60867e-06 1.26293e-07 3.05787e-08 1.03395e-06 6.42171e-07 2.31228e-07 -5.94913e-07 -8.0067e-07 -5.87692e-07 -9.94487e-06 -2.58729e-07 6.22779e-07 9.66579e-07 5.62208e-07 1.01001e-06 2.28533e-07 1.6773e-05 6.87518e-07 -4.67002e-06
internal_weight=0 219 2902 197 2880 2860 2821 2801 2781 2754 2727 54 2673 2651 1018 998 970 1633 1611 1590 54 1536 947 922 897 868 827 41 801 127
internal_count=3121 219 2902 197 2880 2860 2821 2801 2781 2754 2727 54 2673 2651 1018 998 970 1633 1611 1590 54 1536 947 922 897 868 827 41 801 127
is_linear=0
shrinkage=0.1


Tree=5420
num_leaves=31
num_cat=0
split_feature=130 121 9 33 3 9 34 2 4 374 39 124 150 39 376 1 1 13 45 13 49 150 150 1 157 1 15 475 1420 13
split_gain=1.3433e-07 4.48693e-07 1.61679e-07 5.02095e-07 4.44262e-07 4.05449e-07 1.98955e-07 2.71968e-07 1.71757e-07 1.81347e-07 2.18742e-07 2.39876e-07 4.16341e-07 4.70222e-07 2.28782e-07 2.54576e-07 1.03967e-06 5.97482e-07 6.04501e-07 5.44666e-07 4.12567e-07 1.1834e-06 8.97945e-07 4.78709e-07 4.68907e-07 4.0612e-07 8.2301e-07 2.09115e-06 4.92065e-07 3.42709e-07
threshold=-0.23647499999999996 -0.088279999999999983 0.092410000000000006 -0.009184999999999997 -0.014944999999999998 0.085555000000000006 -0.08786999999999999 -0.045829999999999989 0.62931500000000018 0.085145000000000012 -0.020804999999999994 -0.086844999999999992 0.084680000000000019 0.085220000000000004 -1.0000000180025095e-35 0.10684 0.10727500000000002 -0.28558999999999996 0.082470000000000016 -0.15714499999999998 -0.045154999999999994 1.0000000180025095e-35 0.10888500000000001 0.11103500000000001 -0.074224999999999985 0.10337500000000001 -0.040439999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 -0.28558999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -5 -8 9 10 -9 12 13 -12 -13 17 -17 -16 19 -19 22 23 -18 -22 -25 28 -27 -28 -21 -26
right_child=1 2 4 5 -6 -7 7 8 -10 -11 11 14 -14 -15 15 16 20 18 -20 25 21 -23 -24 24 29 26 27 -29 -30 -31
leaf_value=-8.1691153354768182e-06 1.3395478978964093e-05 -1.372472841686195e-05 -3.1156659200927676e-06 9.8159152310017832e-06 1.5797272526494611e-05 1.3819525043973479e-05 -1.1023362149780556e-05 -7.8831711915780851e-06 -8.0457420726479201e-06 5.9374229372792801e-06 2.2000613807904304e-05 -1.0128670581489924e-05 -7.196183057658345e-06 3.2976935117181802e-06 1.6326321075093408e-05 -2.3083567619956425e-05 -2.5773694436078849e-06 -1.6068773553949238e-05 1.5915609189202466e-05 2.0374421365124258e-07 -1.1656827341778952e-05 -2.6456078069259094e-05 1.8862369222792572e-05 1.1491709367626094e-05 -1.28578648439978e-05 6.928785049240105e-06 7.7607838284166069e-06 -3.6451985974765748e-05 1.5961545864229267e-05 1.177278458102191e-07
leaf_weight=20 25 27 27 20 23 21 23 36 27 50 20 23 20 41 23 23 56 21 24 2162 38 20 30 33 23 25 20 23 20 177
leaf_count=20 25 27 27 20 23 21 23 36 27 50 20 23 20 41 23 23 56 21 24 2162 38 20 30 33 23 25 20 23 20 177
internal_value=0 5.26834e-08 -5.57594e-08 -1.48952e-07 5.58429e-06 -2.67297e-08 -1.2437e-07 -1.91579e-07 -1.06696e-07 -3.29843e-08 -1.37435e-07 -3.86235e-08 5.32462e-06 9.4298e-06 -1.97114e-07 -1.13072e-07 -2.44283e-06 2.88957e-07 1.28234e-07 -3.8608e-08 -1.18358e-06 -2.98195e-06 4.90161e-06 -1.24954e-06 4.47783e-07 1.11007e-07 -7.49942e-06 -1.58879e-05 3.48179e-07 -1.37447e-06
internal_weight=0 3101 3076 3026 50 2999 2978 2958 2935 2908 2858 2822 81 61 2741 2718 400 2318 2295 2271 377 291 86 271 233 2250 68 43 2182 200
internal_count=3121 3101 3076 3026 50 2999 2978 2958 2935 2908 2858 2822 81 61 2741 2718 400 2318 2295 2271 377 291 86 271 233 2250 68 43 2182 200
is_linear=0
shrinkage=0.1


Tree=5421
num_leaves=31
num_cat=0
split_feature=1429 156 1429 2 1456 132 0 1203 2 1453 484 47 1 47 1 159 15 481 13 133 16 394 2 1 42 403 402 1 1 43
split_gain=1.27267e-07 4.84726e-07 2.17943e-07 1.64906e-07 1.51326e-06 1.29136e-06 5.42954e-06 3.07038e-06 1.12612e-06 7.71078e-07 8.2736e-07 7.54306e-07 3.32395e-06 1.49248e-06 1.14467e-06 6.76821e-07 1.87243e-06 7.70208e-07 6.43268e-07 5.87342e-07 1.78642e-06 8.72452e-07 6.80354e-07 1.11668e-06 5.46986e-07 7.92375e-07 7.62796e-07 6.64203e-07 8.43674e-07 5.67319e-07
threshold=-0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.083715000000000026 0.056325000000000007 -0.083284999999999984 -0.082284999999999983 0.088310000000000013 0.083865000000000009 -0.079219999999999985 -0.023814999999999996 0.094160000000000008 0.092945000000000014 0.089360000000000009 0.10727500000000002 -0.10296999999999999 0.11601500000000002 -1.0000000180025095e-35 -0.077799999999999994 -0.14717499999999997 -0.092484999999999984 -0.0021499999999999996 0.080205000000000012 0.085110000000000005 0.11720500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088770000000000016 0.091450000000000017 -0.074974999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 9 -5 -7 18 13 -13 15 -14 -12 17 -17 -11 20 -19 -21 23 -23 25 26 -25 -27 -29 -30
right_child=1 -3 3 8 -6 7 -8 -9 -10 10 11 12 14 -15 -16 16 -18 19 -20 21 -22 22 -24 24 -26 27 -28 28 29 -31
leaf_value=-7.5789640256764634e-06 -8.6751336719567796e-06 1.5571501335216454e-05 -1.4034843577974245e-05 -2.2430110277088283e-05 2.840521229700244e-05 2.0006392178402168e-05 5.5869256766527545e-05 -3.9063998146957599e-05 -1.8678032451808134e-07 -3.3109103859413588e-06 1.5893268546765935e-05 4.2567411172641468e-05 -1.7790357098699763e-05 -2.6418336754085473e-05 7.5998728573572243e-06 2.0031306121381931e-05 -2.6763937493001321e-05 9.6085961972262758e-06 -2.3506678394369375e-05 1.7210950799188029e-05 -3.06904781072345e-05 2.0392072007059048e-05 -1.302472082118454e-05 2.5291565101984559e-06 -1.1533692901827415e-05 -1.5688870194350916e-05 2.5972542148931259e-05 1.6854707402152208e-05 2.5868838402811048e-06 -9.2372190969259604e-06
leaf_weight=22 29 20 25 23 20 20 20 20 2187 46 28 23 26 21 56 21 25 22 24 33 22 29 35 35 37 28 23 28 108 65
leaf_count=22 29 20 25 23 20 20 20 20 2187 46 28 23 26 21 56 21 25 22 24 33 22 29 35 35 37 28 23 28 108 65
internal_value=0 5.38136e-08 -4.69833e-08 3.50548e-08 1.22774e-06 5.64871e-07 1.70336e-05 -3.91381e-07 -4.18272e-07 6.3306e-07 1.05894e-07 1.19443e-06 8.97232e-06 -2.63928e-07 -4.50688e-07 7.55075e-07 -7.44153e-08 1.2985e-06 -1.02352e-05 4.52505e-07 -1.05409e-05 1.60146e-06 2.73853e-07 1.59241e-06 -9.02779e-08 1.38501e-06 1.18257e-05 -1.25936e-06 7.50726e-07 -1.8557e-06
internal_weight=0 3099 3079 3050 840 820 45 775 2210 755 735 665 105 560 82 539 511 486 70 465 44 421 388 353 324 287 58 229 201 173
internal_count=3121 3099 3079 3050 840 820 45 775 2210 755 735 665 105 560 82 539 511 486 70 465 44 421 388 353 324 287 58 229 201 173
is_linear=0
shrinkage=0.1


Tree=5422
num_leaves=31
num_cat=0
split_feature=132 1185 1203 52 13 1186 129 1185 1185 393 130 394 394 43 403 13 403 401 401 39 33 9 4 401 403 133 0 133 16 403
split_gain=1.49486e-07 1.05219e-06 3.88133e-07 1.62375e-07 2.34295e-07 1.46802e-07 3.1591e-07 1.61818e-07 1.90985e-07 1.55982e-07 1.58823e-07 9.01744e-07 4.96324e-07 3.24698e-07 2.74974e-07 2.63207e-07 1.99825e-07 2.86614e-07 1.92923e-07 1.73107e-07 6.7643e-07 2.80058e-07 4.08239e-07 1.65433e-07 6.50382e-07 6.10344e-07 5.96353e-07 3.32971e-07 1.09485e-06 3.86639e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10347000000000002 0.056795000000000005 -0.089559999999999987 -0.082304999999999975 0.090595000000000009 0.086265000000000022 0.09389500000000002 -0.004729999999999999 -0.088774999999999979 -0.09095499999999998 -0.23714499999999997 0.085340000000000013 0.0015850000000000003 0.62200000000000011 0.13607500000000003 0.11857000000000002 -1.0000000180025095e-35 -0.009184999999999997 0.09055500000000001 0.49041500000000005 -0.078179999999999986 -0.072624999999999981 0.51114000000000004 -0.072594999999999979 0.40945500000000007 -0.078844999999999985 -0.54856499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -3 -7 8 9 10 11 -8 -12 -13 15 -15 17 18 19 -14 -21 23 -23 24 -22 27 -26 29 -29 -25
right_child=1 5 -4 -5 -6 6 7 -9 -10 -11 12 13 16 14 -16 -17 -18 -19 -20 20 21 22 -24 25 26 -27 -28 28 -30 -31
leaf_value=-1.2460747522406261e-06 2.2494306826307107e-05 -6.9299527937497867e-06 -1.3507084813519605e-05 -8.1074827867858542e-06 9.6230390820141032e-06 1.1074531903432218e-05 -2.30134022058337e-05 -7.7034960352446233e-06 9.3559358984665873e-06 7.1733582899469189e-06 1.5394483196879656e-05 1.1323282139875075e-05 6.6537386980295808e-06 -9.4510635419822025e-07 5.277039338967303e-06 -1.6080737900665557e-05 -8.5990182587583716e-06 1.1683701692769925e-05 -8.4550169621824922e-06 -1.5802676137321183e-05 1.7029166974680267e-05 1.7701217844164191e-05 -8.0764044609028278e-07 -1.0467781203892123e-05 7.0623389484384899e-06 -1.390416843634057e-05 -1.5064946958210343e-05 -9.1298479674151167e-06 1.9291899617669654e-05 -2.0596705765277272e-08
leaf_weight=144 21 30 28 27 23 26 20 27 22 30 21 21 39 27 27 20 27 21 27 27 27 22 26 36 29 32 21 23 33 2217
leaf_count=144 21 30 28 27 23 26 20 27 22 30 21 21 39 27 27 20 27 21 27 27 27 22 26 36 29 32 21 23 33 2217
internal_value=0 1.91515e-07 -2.50092e-06 -9.12407e-07 2.50869e-07 2.87771e-08 1.02078e-07 9.85511e-10 7.54116e-08 1.78324e-09 -7.66518e-08 -3.71419e-06 8.25251e-08 3.48804e-07 -2.76558e-06 -7.3858e-06 -4.08164e-08 4.87462e-08 -4.67341e-08 4.29277e-08 -6.04905e-08 1.11869e-07 7.67559e-06 -3.82791e-08 4.52249e-06 -1.88291e-07 -2.23112e-06 1.79435e-09 7.61868e-06 -1.87529e-07
internal_weight=0 2899 222 194 167 2878 2848 2822 2795 2773 2743 115 2628 95 74 47 2607 2580 2559 2532 2493 2466 48 2418 77 2341 50 2309 56 2253
internal_count=3121 2899 222 194 167 2878 2848 2822 2795 2773 2743 115 2628 95 74 47 2607 2580 2559 2532 2493 2466 48 2418 77 2341 50 2309 56 2253
is_linear=0
shrinkage=0.1


Tree=5423
num_leaves=31
num_cat=0
split_feature=52 393 52 3 42 13 15 2 3 158 1213 1210 133 133 15 13 43 1447 481 484 131 42 13 131 42 2 52 52 52 1209
split_gain=1.33808e-07 3.86415e-07 3.85732e-07 1.50751e-06 6.7968e-07 5.26375e-07 1.23723e-06 1.02257e-06 7.1428e-07 9.33322e-07 4.73669e-07 1.27485e-06 5.09142e-07 1.19914e-06 9.73604e-07 1.19937e-06 7.12025e-07 6.97205e-07 7.5994e-07 6.4386e-07 1.8606e-06 9.12122e-07 6.74096e-07 9.13126e-07 1.25872e-06 3.6813e-07 3.03521e-07 3.03199e-07 5.95379e-07 3.34879e-07
threshold=0.091275000000000009 0.12069000000000002 0.10160000000000001 -0.070649999999999977 0.089535000000000017 0.24813000000000004 -0.56020999999999987 0.14753000000000002 0.099930000000000005 -0.47382999999999992 0.104315 -0.05860499999999999 0.091250000000000012 0.088820000000000024 -0.03241999999999999 -0.080519999999999994 -0.06984499999999999 1.0000000180025095e-35 -0.081539999999999987 -0.017214999999999998 0.094990000000000019 0.093175000000000022 -0.091559999999999989 1.0000000180025095e-35 0.086035000000000014 0.088930000000000023 0.090245000000000006 0.089575000000000016 0.088785000000000017 -0.087714999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 3 4 25 6 -4 8 9 -8 11 -11 13 17 -14 -16 -17 18 -13 -20 21 22 -21 24 -24 -2 27 28 29 -1
right_child=2 -3 5 -5 -6 -7 7 -9 -10 10 -12 12 14 -15 15 16 -18 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.9237515582097021e-06 -4.9530153841327849e-06 1.419895768776769e-05 2.2149641958094438e-05 -3.1473330254812032e-05 -1.5252242501446747e-05 -1.5036886605665368e-05 -2.0270131426514129e-05 -1.9573677001163663e-05 1.4182696754038003e-05 2.2540328543003015e-05 -1.4318035755422898e-05 1.6282350679830417e-05 7.0207049264438061e-06 2.1956904522455632e-05 -3.2254701826869596e-05 -1.8238155660748652e-05 5.2848816267214722e-06 -1.7631645511885705e-05 1.1462716547366409e-05 1.2576308967974607e-05 -2.9638134330288388e-05 1.6489298808058569e-05 -4.1908772181014298e-06 9.962800935170436e-06 -3.215175875084242e-05 1.015913269156954e-05 1.0409007341908804e-05 -1.214443054777803e-05 1.7400416463715374e-05 -7.4282607676956866e-08
leaf_weight=34 27 20 25 20 25 23 23 27 35 26 21 30 38 27 22 22 31 21 37 24 23 30 69 28 21 40 29 20 20 2283
leaf_count=34 27 20 25 20 25 23 23 27 35 26 21 30 38 27 22 22 31 21 37 24 23 30 69 28 21 40 29 20 20 2283
internal_value=0 3.56933e-07 -1.20114e-06 -6.59052e-06 -1.18122e-06 -2.00121e-07 3.88233e-07 -5.9201e-07 3.78643e-07 -6.01361e-07 3.61154e-07 1.04771e-06 -2.73351e-07 1.82128e-06 -6.01969e-06 -1.26268e-05 -4.4794e-06 -9.97854e-08 1.30544e-06 -6.31229e-07 -2.92598e-06 6.45996e-07 -2.70118e-06 -5.80847e-06 -1.07151e-05 4.06916e-06 2.40906e-07 1.158e-07 2.20723e-07 7.243e-08
internal_weight=0 2406 715 112 92 603 580 555 528 493 470 449 423 310 113 75 53 283 262 232 195 172 142 118 90 67 2386 2357 2337 2317
internal_count=3121 2406 715 112 92 603 580 555 528 493 470 449 423 310 113 75 53 283 262 232 195 172 142 118 90 67 2386 2357 2337 2317
is_linear=0
shrinkage=0.1


Tree=5424
num_leaves=31
num_cat=0
split_feature=128 128 400 1213 51 0 1209 1208 1210 13 133 13 1210 132 15 1204 2 132 402 1212 12 1212 2 133 1212 401 390 403 403 0
split_gain=1.24694e-07 4.82298e-07 4.74053e-07 3.59945e-07 3.73662e-07 8.53931e-07 2.93385e-07 3.63093e-07 2.86627e-07 1.08851e-06 2.83439e-07 4.40336e-07 2.67327e-07 2.33547e-07 5.00496e-06 2.31352e-06 6.57247e-07 6.24151e-07 1.88497e-07 3.32701e-07 4.25262e-07 2.36471e-07 1.17827e-06 1.3676e-06 3.63395e-07 2.36423e-07 3.63375e-07 2.45991e-07 1.05847e-06 4.6311e-07
threshold=0.089745000000000005 0.085955000000000018 -0.39724499999999996 -0.075109999999999982 -0.20636999999999997 -0.073309999999999986 0.14268500000000003 0.10480500000000002 -0.13847499999999999 -0.051094999999999995 -0.0054649999999999985 0.061215000000000012 -0.090569999999999998 -0.083284999999999984 0.091915000000000011 -0.081919999999999979 0.082850000000000021 -0.066044999999999979 0.11232500000000002 -0.41556999999999994 0.094070000000000015 -0.089079999999999979 0.084715000000000013 -0.093189999999999981 -0.063924999999999996 0.09530000000000001 0.088375000000000023 0.022375000000000003 0.064330000000000012 -0.087974999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 10 7 8 9 -4 -6 -12 -10 14 16 -15 -14 -17 21 -20 -21 22 -19 -24 -23 26 27 -26 -29 -30
right_child=3 -3 6 4 5 -7 -8 -9 12 -11 11 -13 13 15 -16 17 -18 18 19 20 -22 24 23 -25 25 -27 -28 28 29 -31
leaf_value=-1.4591958357744842e-05 -1.1653997904172034e-05 1.321899557069628e-05 -7.2567581892971336e-06 1.1647741749501704e-05 -4.7487936121291982e-06 -2.0878634270394245e-05 1.2212697479299095e-05 -9.9207754582645687e-06 -1.1179298404126063e-05 2.4572777177430302e-05 1.3456377829160456e-05 -3.9446320128123401e-06 -1.8747101696481835e-05 -2.4928685675026702e-05 4.9571940382433941e-05 1.7854157222245702e-05 1.5748209682135134e-07 -2.4782823844692428e-05 -3.5949748202067989e-06 1.3565988815066199e-06 1.9860682064261156e-05 1.0238834516452958e-05 -1.5140777622946189e-05 2.0990052015887078e-05 2.5575513371121617e-07 -8.7015859420599529e-06 1.2596473057467098e-05 -2.2703135189658499e-05 5.4928748782465163e-06 -5.8957103204660158e-06
leaf_weight=22 35 28 22 22 45 21 20 36 21 21 33 26 21 37 21 20 148 22 29 27 23 35 20 22 2122 31 23 25 69 74
leaf_count=22 35 28 22 22 45 21 20 36 21 21 33 26 21 37 21 20 148 22 29 27 23 35 20 22 2122 31 23 25 69 74
internal_value=0 1.57292e-07 3.16557e-08 -2.54004e-06 -3.70045e-07 -2.48518e-06 1.43016e-07 5.88773e-08 1.85693e-07 8.2879e-06 1.22889e-06 5.78814e-06 6.08198e-08 1.46064e-07 3.52963e-06 -1.03209e-07 -2.19161e-06 2.58137e-07 1.18597e-07 4.9262e-06 9.86848e-06 -3.68677e-08 -6.03526e-06 3.7849e-06 1.24501e-07 -2.65232e-08 8.97444e-08 -3.58691e-08 -3.71936e-06 -4.00519e-07
internal_weight=0 2939 2911 182 147 125 2889 2869 2833 43 104 59 2790 2769 190 2579 169 2542 2522 79 50 2443 64 42 2379 2344 2313 2290 168 143
internal_count=3121 2939 2911 182 147 125 2889 2869 2833 43 104 59 2790 2769 190 2579 169 2542 2522 79 50 2443 64 42 2379 2344 2313 2290 168 143
is_linear=0
shrinkage=0.1


Tree=5425
num_leaves=31
num_cat=0
split_feature=132 1185 15 43 1186 42 130 16 130 1208 1208 1209 1209 1209 1209 133 2 43 51 147 147 148 43 42 12 43 401 43 52 403
split_gain=1.52598e-07 8.11249e-07 4.83549e-07 2.67889e-07 6.92829e-07 1.75339e-07 2.46002e-07 2.2284e-07 1.62526e-07 1.29052e-07 3.58887e-07 2.89617e-07 1.5545e-07 1.52296e-07 1.67513e-07 1.47643e-07 2.38271e-07 1.48234e-07 6.22289e-07 2.82655e-07 4.54347e-07 4.31529e-07 2.59967e-07 6.53296e-07 1.22115e-06 5.88945e-07 3.75832e-07 3.43644e-07 2.95088e-07 2.48191e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 -0.011694999999999999 1.0000000180025095e-35 -0.021469999999999996 0.08610000000000001 -0.090054999999999982 0.10923000000000001 0.11531000000000001 0.10233500000000001 -0.097919999999999993 0.10691500000000002 0.091045000000000001 0.088060000000000013 -0.50375999999999987 0.091265000000000013 0.084740000000000024 0.081440000000000026 0.099730000000000027 0.093875000000000014 -0.065034999999999996 0.055925000000000009 0.11688500000000002 0.092255000000000018 0.05259500000000001 -0.41128499999999996 0.016310000000000002 0.056145000000000007 0.62200000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 -7 -8 10 11 -3 13 14 15 16 -13 19 -19 20 22 -21 25 24 28 26 -17 29 -24 -28
right_child=1 9 -4 4 -6 7 8 -9 -10 -11 -12 12 -14 -15 -16 17 -18 18 -20 21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=6.678870045107033e-06 1.9776930570341868e-05 -1.1994640881312081e-05 -1.5627902338565034e-05 -1.0730655107441376e-05 -2.0069323563802755e-05 -3.2349688505443434e-06 7.4363183144173082e-06 9.4290492790715891e-06 -3.7290185073146631e-06 -6.8304261193193114e-06 1.064635952587878e-05 1.1536787071366104e-05 8.8665236620499862e-06 -6.2685789232905097e-06 8.604124820482432e-06 1.3085710154634646e-05 -2.3701182974698235e-06 -7.1983740269466667e-07 -1.9490977729219596e-05 -1.8739205275085713e-06 -1.3160133966476468e-05 1.8398718808991058e-05 9.7923132398136671e-06 -8.5424856460273691e-06 3.0535057264084274e-05 -1.715647475066362e-05 1.8971244605972911e-07 -1.0863780153158588e-05 -6.9908610633071724e-06 -1.0999471247430393e-05
leaf_weight=38 21 20 25 28 20 24 22 33 32 27 32 28 20 38 23 22 22 151 20 21 26 21 20 24 21 20 2251 29 22 20
leaf_count=38 21 20 25 28 20 24 22 33 32 27 32 28 20 38 23 22 22 151 20 21 26 21 20 24 21 20 2251 29 22 20
internal_value=0 1.935e-07 -2.52683e-06 -8.64254e-07 -2.66701e-06 -1.63083e-07 -3.12424e-06 4.09683e-06 8.19822e-07 5.06052e-08 1.15771e-07 -3.76733e-09 8.19124e-08 1.8691e-08 1.05855e-07 3.39416e-08 5.41775e-06 -6.69543e-08 -2.91529e-06 1.28106e-07 -1.10549e-08 8.2624e-06 1.29693e-07 5.49729e-06 1.08458e-05 -6.97012e-08 7.74717e-08 -4.69549e-08 1.00113e-06 9.11727e-08
internal_weight=0 2899 222 197 159 139 82 57 54 2878 2851 2819 2799 2779 2741 2718 50 2668 171 2497 2455 42 2429 87 63 2342 2322 2300 42 2271
internal_count=3121 2899 222 197 159 139 82 57 54 2878 2851 2819 2799 2779 2741 2718 50 2668 171 2497 2455 42 2429 87 63 2342 2322 2300 42 2271
is_linear=0
shrinkage=0.1


Tree=5426
num_leaves=31
num_cat=0
split_feature=46 46 1428 52 13 13 13 1 2 42 43 16 42 3 483 4 42 133 13 16 43 3 42 1213 12 13 43 0 43 3
split_gain=1.29686e-07 2.38362e-07 1.53845e-07 1.37423e-07 4.18101e-07 1.14971e-06 7.70021e-07 1.36893e-06 1.26457e-06 3.40796e-06 1.2406e-06 2.03267e-06 1.66046e-06 1.37626e-06 7.27472e-07 6.65413e-07 7.34232e-07 6.50641e-07 5.88138e-07 9.67324e-07 1.00231e-06 9.13457e-07 1.12943e-06 4.88574e-07 4.94474e-07 6.70955e-07 5.88193e-07 5.49922e-07 3.66191e-07 4.03908e-07
threshold=0.10987500000000001 0.083550000000000013 -0.042789999999999995 0.091275000000000009 -0.077944999999999987 -0.076599999999999988 -0.081029999999999977 0.089875000000000024 0.085345000000000018 0.089535000000000017 -0.077319999999999986 -0.085589999999999986 0.089390000000000011 -0.077774999999999983 0.098395000000000024 -0.081609999999999988 0.086730000000000015 0.089595000000000022 0.24813000000000004 0.15891500000000003 -0.081154999999999991 -0.094874999999999987 1.0000000180025095e-35 -0.063509999999999997 0.091545000000000015 -0.050064999999999991 0.035560000000000008 -0.073309999999999986 0.016310000000000002 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 8 -8 9 15 13 -12 -13 17 18 -5 -17 -10 19 20 21 -7 -23 -22 28 26 -26 -27 29 -25
right_child=-2 -3 3 4 5 14 7 -9 10 -11 11 12 -14 -15 -16 16 -18 -19 -20 -21 23 22 -24 24 25 27 -28 -29 -30 -31
leaf_value=6.2701381326545601e-06 7.6506634787744009e-06 -9.239094476600128e-06 3.1149388709436361e-07 -1.4501105888484745e-05 -2.5743711905141192e-05 -6.6681179036591365e-06 -9.7372180240701456e-07 3.3033771287591663e-05 1.4046225057357405e-05 -4.4586085194127506e-05 -1.9586118529366774e-06 8.2069383931108571e-06 4.5807452126768035e-05 -2.8031045676470971e-05 1.587008934317661e-05 -3.4802846159807279e-06 2.1799223350171815e-05 -8.117363877654835e-06 -1.9121289916380523e-05 -2.2901740911558075e-05 9.1885881702182817e-06 4.0255301792058164e-06 3.5907903215957051e-05 1.4891151329720743e-05 -3.0439151089961781e-05 -1.2562231720374641e-05 -7.291183129068269e-06 4.2364892669866094e-06 -8.6774480123494869e-06 -4.1749681122382757e-06
leaf_weight=39 22 28 2351 20 22 22 29 20 26 22 53 24 23 20 21 27 20 27 22 21 25 25 20 25 23 38 21 40 25 20
leaf_count=39 22 28 2351 20 22 22 29 20 26 22 53 24 23 20 21 27 20 27 22 21 25 25 20 25 23 38 21 40 25 20
internal_value=0 -5.43126e-08 2.94301e-08 -5.08429e-08 -1.30173e-06 -3.5734e-06 1.40091e-06 1.29069e-05 -7.50976e-07 -1.04371e-05 4.23204e-06 1.14673e-05 2.66072e-05 -5.67929e-06 -2.17183e-06 7.7604e-07 7.27695e-06 2.75534e-06 -3.33049e-06 -2.19148e-06 -6.60088e-07 1.00313e-05 1.81955e-05 -3.96112e-06 -5.67332e-06 -9.51738e-06 -1.93913e-05 -3.9475e-06 1.02633e-06 6.41732e-06
internal_weight=0 3099 3071 3032 681 370 311 49 262 89 173 100 47 73 348 67 47 53 327 305 284 67 45 217 192 122 44 78 70 45
internal_count=3121 3099 3071 3032 681 370 311 49 262 89 173 100 47 73 348 67 47 53 327 305 284 67 45 217 192 122 44 78 70 45
is_linear=0
shrinkage=0.1


Tree=5427
num_leaves=31
num_cat=0
split_feature=12 130 132 1186 1185 52 13 15 2 52 3 4 11 9 10 39 9 133 42 43 13 16 15 13 12 42 133 13 0 4
split_gain=1.26959e-07 3.41271e-07 1.29316e-07 4.01197e-06 2.15015e-06 4.19205e-07 2.39539e-07 1.9109e-07 1.89035e-07 1.98566e-07 1.99079e-07 1.6181e-07 1.90395e-07 3.32824e-07 6.12032e-07 1.11934e-06 3.11772e-07 1.51925e-07 3.6933e-07 8.67959e-07 6.51513e-07 4.13478e-07 4.44972e-07 6.52114e-07 3.31676e-07 3.27344e-07 2.73947e-07 2.06762e-07 1.38689e-06 3.1284e-06
threshold=0.23631000000000002 -0.22461999999999996 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 0.056795000000000005 0.084905000000000022 0.10252500000000002 0.08568000000000002 -0.085274999999999976 0.62931500000000018 -0.011194999999999998 0.092235000000000011 0.0036750000000000007 0.089200000000000015 0.085555000000000006 -0.14032999999999998 -0.067534999999999998 -0.011694999999999999 -0.015039999999999998 -0.25582999999999995 0.084370000000000014 -0.117405 0.087075000000000014 0.090690000000000007 -0.42671999999999993 -0.089109999999999981 -0.083804999999999977 -0.075889999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 7 8 9 10 -3 12 -6 14 16 -16 17 18 26 -20 21 -21 23 -23 -24 -26 -14 28 29 -19
right_child=-2 2 4 -5 11 -7 -8 -9 -10 -11 -12 -13 13 -15 15 -17 -18 27 19 20 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.1248478494962911e-05 -7.4022228763288186e-06 1.4572058476273123e-06 -3.1364940464713566e-05 4.2800471965165344e-05 8.6184739792280682e-06 -1.355778280022995e-05 9.1382876155915702e-06 -8.2841463881777593e-06 -7.4639472586568452e-06 -3.8269408918267803e-06 1.4030660345270008e-05 -6.9426234776156809e-06 2.4383359649836285e-06 -9.2732711939453631e-06 2.8540952395078856e-05 -3.3916167803513617e-06 -1.1633997928583995e-05 -2.6770369015202018e-05 2.4235193664026155e-05 -8.4591977065429093e-06 -1.3050926258983964e-05 2.2618258776674338e-06 -7.2197277518171184e-06 2.7211227695095825e-05 1.4253951589385645e-05 -2.0463890822694259e-06 -1.283424329206658e-05 2.0353387263095652e-07 7.5036664374579229e-06 -2.2034698097274279e-07
leaf_weight=27 23 34 22 22 26 28 23 35 25 32 20 33 23 38 21 23 23 58 20 20 24 20 24 22 28 22 24 2092 100 189
leaf_count=27 23 34 22 22 26 28 23 35 25 32 20 33 23 38 21 23 23 58 20 20 24 20 24 22 28 22 24 2092 100 189
internal_value=0 5.49568e-08 -4.34558e-08 2.29829e-06 -2.23274e-07 -2.2248e-06 -3.47143e-07 -1.84142e-06 1.90067e-07 2.41507e-06 6.11404e-06 1.88164e-08 1.0095e-07 2.1031e-08 1.5026e-07 1.18489e-05 -4.11646e-08 5.88486e-08 2.53329e-06 4.59443e-06 2.13934e-06 4.81997e-06 7.10948e-06 1.53306e-05 2.44347e-06 7.0818e-06 -5.36043e-06 -1.7145e-07 -2.43216e-06 -6.45477e-06
internal_weight=0 3098 3071 219 2852 197 169 146 111 86 54 2830 2797 2771 2733 44 2689 2666 227 180 160 136 116 42 74 50 47 2439 347 247
internal_count=3121 3098 3071 219 2852 197 169 146 111 86 54 2830 2797 2771 2733 44 2689 2666 227 180 160 136 116 42 74 50 47 2439 347 247
is_linear=0
shrinkage=0.1


Tree=5428
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 2 132 52 16 3 2 2 16 472 2 16 0 160 457 483 158 45 150 51 12 133 16 51 52 52 4
split_gain=1.41313e-07 9.19696e-07 3.54208e-07 3.01615e-07 1.37773e-07 1.40988e-07 2.94785e-07 1.73361e-07 1.57736e-07 1.28067e-07 1.2471e-06 6.11002e-07 5.65318e-07 8.30408e-07 1.3356e-06 1.40848e-06 9.03453e-07 6.62475e-07 5.19713e-07 1.49802e-06 4.01765e-07 3.57015e-07 3.99566e-07 5.07778e-07 4.74868e-07 5.93215e-07 4.9732e-07 9.9454e-07 4.88104e-07 1.21058e-06
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 0.083935000000000023 -0.41094499999999995 -0.063789999999999986 -0.089669999999999986 -0.086769999999999986 0.10584500000000001 0.10644500000000001 -0.5435399999999998 -0.080779999999999977 0.10981000000000002 -0.0034149999999999996 -0.038659999999999993 0.11205000000000002 0.11577000000000001 0.10143000000000001 0.10635000000000001 0.082470000000000016 0.11235000000000002 -0.10250499999999999 0.10149500000000002 0.017095000000000003 -0.08595499999999999 0.095375000000000015 -0.089199999999999988 0.10263500000000002 -0.0039549999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7 -8 -9 20 -11 -12 -13 14 -14 -16 17 18 19 21 -3 22 23 -15 26 -26 27 -24 29 -29
right_child=1 9 -4 -5 5 6 7 8 -10 10 11 12 13 16 15 -17 -18 -19 -20 -21 -22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=6.8492635802743144e-06 2.1037524854927188e-05 2.6181356029648348e-07 -1.4475210396498868e-05 -1.0936790560465314e-05 4.3280089159499112e-06 -1.3313779167912712e-05 -7.2828459214709554e-06 -1.9342812072753797e-06 8.2702878216878162e-06 -2.5151626394810072e-05 1.3794459012168427e-05 1.2122913129485003e-05 3.6964846179715452e-06 1.252546322575654e-05 -4.2722330017568315e-05 -5.192578778405733e-06 1.6196657980476777e-05 -1.8779642821408788e-05 -1.2023272781359109e-05 2.6381953128813102e-05 1.3011710623686668e-05 1.1731760357254947e-05 -2.8893742420450512e-05 -5.6419793836539617e-06 1.2440609314359253e-05 -3.6229366520907596e-06 2.9972024830468317e-06 1.8456140621666513e-05 -1.5107258304261414e-05 -6.8528740062335922e-06
leaf_weight=28 21 2167 22 27 39 21 24 33 28 21 29 31 31 40 20 20 31 21 37 21 25 21 20 25 39 56 55 23 39 106
leaf_count=28 21 2167 22 27 39 21 24 33 28 21 29 31 31 40 20 20 31 21 37 21 25 21 20 25 39 56 55 23 39 106
internal_value=0 1.86196e-07 -2.43161e-06 -1.10681e-06 4.27346e-07 -8.12749e-07 -2.70416e-06 -8.29591e-08 2.74978e-06 3.40497e-08 -1.15838e-06 -4.00697e-07 -1.04796e-06 -1.72283e-06 -1.18832e-05 -2.39575e-05 -3.71921e-07 -1.39305e-06 -6.35539e-07 3.11306e-07 4.07228e-07 -9.79929e-07 -1.64232e-06 5.53799e-06 -3.02315e-06 2.97157e-06 -5.36677e-06 -7.81368e-06 -5.30415e-06 -2.34041e-06
internal_weight=0 2899 222 200 173 145 106 85 61 2878 686 665 636 605 71 40 534 503 482 445 2192 424 403 65 338 95 243 188 168 129
internal_count=3121 2899 222 200 173 145 106 85 61 2878 686 665 636 605 71 40 534 503 482 445 2192 424 403 65 338 95 243 188 168 129
is_linear=0
shrinkage=0.1


Tree=5429
num_leaves=31
num_cat=0
split_feature=472 1429 1426 1428 2 1456 132 0 1186 2 43 47 10 1 4 1 403 403 133 160 1 43 403 12 4 43 13 4 0 1
split_gain=1.37643e-07 2.6131e-07 2.2526e-07 2.04081e-07 1.55133e-07 1.33097e-06 1.29189e-06 4.70456e-06 3.08081e-06 9.01823e-07 8.21891e-07 1.39043e-06 3.52644e-06 1.3619e-06 4.03883e-06 1.35194e-06 9.9934e-07 8.97089e-07 8.15554e-07 6.39336e-07 5.1062e-07 4.87387e-07 4.73075e-07 5.50296e-07 1.64078e-06 1.04074e-06 9.44754e-07 1.52235e-06 1.09787e-06 9.3653e-07
threshold=-0.38234499999999999 -0.23587499999999997 -0.081389999999999976 0.092095000000000024 0.083715000000000026 0.061930000000000006 -0.083284999999999984 -0.082284999999999983 0.049580000000000006 0.083865000000000009 -0.0098449999999999979 0.094160000000000008 -0.011239999999999998 0.093700000000000019 -1.0000000180025095e-35 0.096125000000000016 -0.042339999999999996 0.090990000000000015 -0.038089999999999992 -0.53908999999999996 0.13820500000000002 0.05259500000000001 -0.5425549999999999 0.089085000000000011 -0.080924999999999983 -0.072534999999999988 -0.077944999999999987 -0.067104999999999984 -0.082284999999999983 0.10312500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 10 -6 18 12 -12 14 16 -15 -14 -18 -8 -20 22 -17 -21 25 -25 -24 28 -28 -26 -29
right_child=1 2 3 -5 9 -7 8 -9 -10 -11 11 -13 13 15 -16 21 17 -19 19 20 -22 -23 23 24 26 -27 27 29 -30 -31
leaf_value=-7.5438886824485964e-06 1.0677747606836341e-05 -9.4746280838080578e-06 -1.125723463421589e-05 8.5545592355629193e-06 -2.0162758395916015e-05 2.6622284703989862e-05 -1.8942393937602624e-05 5.3254223059582275e-05 -3.6508816413555436e-05 -2.562222603206323e-07 -3.3649622643376158e-05 2.5148896498473233e-05 1.9205460631610549e-05 -2.5984199073718628e-05 5.1186134351155493e-05 1.3590284463102113e-05 -1.208043901360958e-05 1.1380420522755232e-05 -1.7806074395193285e-05 -1.3439651193762487e-05 -1.414893136294874e-05 -5.6196516179625182e-06 9.3934344982295054e-07 2.7389066147814702e-05 2.4390617148548281e-07 -1.9178581242158545e-05 -2.4478418859311766e-05 1.5821010503194495e-05 3.1407811038661746e-05 -4.8263587875950734e-06
leaf_weight=24 23 25 26 28 23 20 26 20 23 2161 24 31 32 20 23 28 39 28 21 22 24 25 180 29 26 30 26 35 20 59
leaf_count=24 23 25 26 28 23 20 26 20 23 2161 24 31 32 20 23 28 39 28 21 22 24 25 180 29 26 30 26 35 20 59
internal_value=0 5.84655e-08 -2.09891e-08 5.65251e-08 -2.22385e-08 1.13531e-06 5.11397e-07 1.67912e-05 -4.59903e-07 -4.65861e-07 6.48553e-07 5.32699e-06 2.52115e-06 6.97294e-06 1.34375e-05 -3.83079e-06 4.66757e-06 -2.2759e-06 -1.70006e-06 -7.50271e-07 4.39018e-08 4.52899e-06 8.41625e-07 1.6174e-06 5.44268e-06 -1.93465e-06 1.60867e-06 -3.06216e-06 1.37934e-05 2.86149e-06
internal_weight=0 3097 3074 3049 3021 837 817 46 771 2184 748 250 219 195 122 73 99 67 498 472 451 53 427 405 195 210 166 120 46 94
internal_count=3121 3097 3074 3049 3021 837 817 46 771 2184 748 250 219 195 122 73 99 67 498 472 451 53 427 405 195 210 166 120 46 94
is_linear=0
shrinkage=0.1


Tree=5430
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 42 42 1 16 133 130 10 0 40 12 12 142 45 2 147 2 2 2 0 457 2 52 0 157 482 16
split_gain=1.48355e-07 7.46878e-07 3.73631e-07 3.37865e-07 1.621e-07 3.32637e-07 2.81923e-07 2.35774e-07 1.89605e-07 1.41127e-07 3.94846e-07 7.26593e-07 3.18338e-07 2.26398e-07 3.57116e-07 4.53093e-07 3.14318e-07 1.10905e-06 2.47944e-07 2.2165e-07 8.80487e-07 9.35558e-07 6.54472e-07 6.30549e-07 3.78707e-07 6.32104e-07 3.66745e-07 3.5477e-07 3.42313e-07 8.70757e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.021469999999999996 -0.010544999999999997 0.083135000000000014 -0.095094999999999985 -0.14717499999999997 -0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.14786000000000002 0.12757000000000002 -0.057499999999999989 0.083445000000000005 0.11389000000000002 0.099730000000000027 0.11682500000000001 0.11510000000000002 0.11411 -0.20211999999999997 0.41022000000000008 0.12198500000000001 -0.061194999999999992 0.18019500000000002 -0.49695999999999996 -0.44221499999999997 0.63636000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 -1 -9 -3 11 -11 -12 14 15 -14 18 -18 19 20 21 23 -21 26 25 -24 27 -17 -29 -30
right_child=1 9 -4 -5 5 -7 -8 8 -10 10 12 -13 13 -15 -16 16 17 -19 -20 22 -22 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=-8.7724832746971517e-06 1.8981206033328948e-05 -8.3172896802352641e-06 -1.4007613579451573e-05 -1.301906236654932e-05 1.4294825954989804e-05 -4.6070701910139179e-07 -1.189536943338285e-05 9.595511635090025e-06 -1.5683786500630958e-06 -3.1364203529110893e-06 -1.2295735218902425e-05 2.3496138683185565e-05 1.4371526437819493e-05 9.7332933440460092e-06 -1.3012177476498655e-05 -1.0621428643184294e-05 -2.5035920996396315e-05 6.7495876993709082e-06 9.4611576206001958e-06 -1.8148533866451545e-05 1.7622391940927503e-05 -1.9978783814661692e-05 -1.7966945550494616e-05 1.7538585962570543e-05 1.4776129935590547e-06 1.057523754752765e-06 1.242995275182087e-05 -1.2263948362736053e-05 6.1865544967499343e-08 1.8829528451533406e-05
leaf_weight=20 21 20 25 21 22 50 23 29 32 21 21 20 22 24 21 31 21 23 28 25 29 23 31 21 166 40 24 22 2220 25
leaf_count=20 21 20 25 21 22 50 23 29 32 21 21 20 22 24 21 31 21 23 28 25 29 23 31 21 166 40 24 22 2220 25
internal_value=0 1.90788e-07 -2.49145e-06 -1.03e-06 4.00508e-07 4.04793e-06 -2.12463e-06 6.49778e-07 3.73904e-06 5.36791e-08 1.12258e-07 9.85507e-06 -2.95434e-08 6.25846e-08 -2.11445e-08 7.80237e-08 -3.72042e-08 -8.42077e-06 1.0018e-07 1.53223e-09 3.03622e-07 9.13465e-08 -2.75994e-06 2.88364e-07 -1.13667e-06 -7.24893e-06 1.32355e-07 3.92018e-09 1.49216e-07 2.7086e-07
internal_weight=0 2899 222 197 176 72 104 81 61 2878 2858 41 2817 2796 2772 2751 2729 44 2685 2657 2395 2366 262 2343 237 71 2322 2298 2267 2245
internal_count=3121 2899 222 197 176 72 104 81 61 2878 2858 41 2817 2796 2772 2751 2729 44 2685 2657 2395 2366 262 2343 237 71 2322 2298 2267 2245
is_linear=0
shrinkage=0.1


Tree=5431
num_leaves=31
num_cat=0
split_feature=1213 1211 1211 132 50 132 15 1212 401 42 15 402 401 402 401 1210 403 3 2 3 3 402 3 133 42 12 160 1447 12 13
split_gain=1.37607e-07 1.58505e-07 2.57217e-07 1.9658e-07 9.45226e-07 3.93277e-07 2.51554e-07 1.80028e-07 1.89876e-07 2.31038e-07 1.75242e-07 1.63766e-07 1.14609e-06 2.87048e-07 1.79515e-07 1.98409e-07 2.04259e-06 2.34187e-06 1.92249e-06 5.05537e-06 2.7212e-06 1.75641e-06 8.88529e-07 3.82193e-07 6.43464e-07 1.83064e-07 5.85805e-07 7.90687e-07 5.83515e-07 1.47632e-06
threshold=0.51370000000000016 0.11864500000000001 0.11048500000000001 -0.083284999999999984 0.09227500000000001 -0.050879999999999988 0.092400000000000024 0.11660500000000001 0.11857000000000002 0.089810000000000015 0.08517000000000001 -0.45015499999999992 -1.0000000180025095e-35 -0.41217999999999994 -0.099524999999999988 -0.00092999999999999995 -0.0031149999999999997 -0.079594999999999985 0.084715000000000013 -0.082039999999999988 -0.082794999999999994 -0.085519999999999985 -0.092984999999999984 0.41171500000000005 0.11603500000000001 0.09141500000000001 -0.53379499999999991 -0.076814999999999981 0.090165000000000009 -0.081224999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 10 8 11 -10 -1 12 -7 -13 -15 16 17 18 20 21 22 -20 -16 25 -25 28 -27 -28 -17 -30
right_child=-2 -3 -4 5 -6 7 -8 -9 9 -11 -12 13 -14 14 15 23 -18 -19 19 -21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-3.9084730290174062e-07 8.26815759864985e-06 -6.7448144350886913e-06 9.0858569643798196e-06 1.2639352480618981e-05 -2.0119468886394187e-05 -2.3837227490730584e-05 -1.0462951509411637e-05 8.488931271131151e-06 2.0636250496863798e-06 -1.1907313628085079e-05 9.0183694787217817e-06 1.1553164557137115e-05 8.0037461115213016e-06 -8.9123417307167667e-06 -6.7639112820380926e-06 -8.27886340977958e-08 3.1217025444556899e-05 -3.0984329325953945e-05 1.2417616676430044e-05 5.8057377427758185e-05 -3.6384493879544929e-05 -2.3296355638671058e-05 2.0892026874380897e-05 2.9011612605245319e-06 -2.2465436686616158e-05 1.6813631930290285e-05 -1.6181841463619022e-05 1.6165155704091678e-06 -3.2369002710765932e-05 -5.6411305338231081e-07
leaf_weight=142 20 35 31 25 28 20 22 25 20 29 23 22 26 22 26 1647 23 22 40 20 23 21 21 20 20 24 26 624 20 54
leaf_count=142 20 35 31 25 28 20 22 25 20 29 23 22 26 22 26 1647 23 22 40 20 23 21 21 20 20 24 26 624 20 54
internal_value=0 -5.3331e-08 2.30558e-08 -6.95131e-08 -2.98422e-06 1.52708e-07 -4.18517e-07 4.10203e-08 -3.52244e-08 -6.20489e-06 9.2074e-07 7.58795e-08 -5.84016e-06 1.77613e-07 8.32814e-08 1.58501e-07 3.21935e-06 -5.02884e-07 3.93812e-06 1.44275e-05 -8.19961e-06 1.22643e-07 5.593e-06 -8.7875e-08 -9.78214e-06 7.40334e-08 1.47108e-06 9.04581e-07 -4.73094e-07 -9.16003e-06
internal_weight=0 3101 3066 3035 215 2820 187 2795 2770 49 165 2721 46 2675 2653 2631 196 173 151 81 70 61 47 2435 40 2395 674 650 1721 74
internal_count=3121 3101 3066 3035 215 2820 187 2795 2770 49 165 2721 46 2675 2653 2631 196 173 151 81 70 61 47 2435 40 2395 674 650 1721 74
is_linear=0
shrinkage=0.1


Tree=5432
num_leaves=31
num_cat=0
split_feature=1208 1209 1208 1208 132 15 1185 50 1209 1209 401 1212 1212 401 1212 403 43 403 401 391 128 401 12 52 1 121 2 0 1 1
split_gain=1.76013e-07 2.75663e-07 3.93951e-07 3.9298e-07 1.49853e-07 3.64967e-06 2.24863e-06 6.5056e-07 1.42848e-07 2.25107e-07 2.20048e-07 2.53223e-07 1.58337e-06 1.17561e-06 3.63932e-07 2.53578e-07 3.45127e-07 2.95398e-07 1.99828e-07 6.78495e-07 2.3401e-07 2.33738e-07 1.98195e-07 2.60609e-07 1.66338e-07 4.5232e-07 2.16007e-07 6.07569e-07 5.64329e-06 3.24125e-06
threshold=0.11846000000000001 0.11743500000000001 0.10233500000000001 0.089655000000000012 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.09227500000000001 -0.092099999999999987 -0.085894999999999985 0.13274500000000003 -0.089544999999999986 -0.073259999999999978 0.11336 -0.009474999999999999 -0.5341999999999999 -0.023869999999999995 -0.51385999999999987 0.10632500000000002 -0.087114999999999984 0.11876500000000001 0.092045000000000016 0.090995000000000006 0.086275000000000004 0.16540500000000002 -0.082399999999999987 0.08647500000000001 -0.10151999999999999 0.092695000000000013 0.084785000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 -1 -8 -10 11 13 -13 22 -14 16 -16 -17 19 -19 21 24 23 -11 25 -21 27 28 29 -27
right_child=-2 -3 -4 -5 6 -7 8 -9 9 10 -12 12 14 -15 15 17 -18 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=1.8805291168091848e-07 8.1935013160825922e-06 -1.1222785691312643e-05 1.2512955465354025e-05 -1.4062942677810496e-05 -3.2038400488752154e-05 3.9296163868722077e-05 7.1644229007818335e-06 -1.7122403483881498e-05 -1.032833885011271e-05 1.0584823578557483e-05 -8.9184810046087189e-06 -2.8056295413989573e-05 9.7758484163279762e-06 2.6096077618560578e-05 1.4317283785203472e-06 1.1704800437490286e-05 -1.7145861747849266e-05 -1.8374394840066089e-05 8.3191568948897272e-06 -1.1439756655298489e-05 1.0630120873212858e-05 8.9525018540433821e-06 -8.0039026652229954e-06 -4.4689690056380327e-06 9.0024843393621259e-06 4.5032026473482545e-06 -7.274288550648702e-07 2.3259726308277476e-07 3.8954108310626445e-05 -4.2394779409278275e-05
leaf_weight=165 26 22 25 20 22 24 28 25 21 23 27 20 39 21 20 22 20 20 29 35 21 29 25 23 20 56 1472 762 39 20
leaf_count=165 26 22 25 20 22 24 28 25 21 23 27 20 39 21 20 22 20 20 29 35 21 29 25 23 20 56 1472 762 39 20
internal_value=0 -6.88259e-08 1.10267e-08 -9.15153e-08 7.66221e-10 2.55176e-06 -1.93233e-07 -2.08964e-06 5.76964e-08 -1.42965e-08 6.46663e-08 1.53969e-07 -2.68316e-08 5.3107e-06 1.88448e-07 4.26751e-08 -7.85707e-06 1.6782e-07 6.64158e-08 -3.03221e-08 1.19181e-07 2.84581e-08 -8.37083e-07 3.05793e-06 -7.91947e-08 -1.55383e-07 1.27534e-08 1.25511e-06 8.03038e-06 -7.83837e-06
internal_weight=0 3095 3073 3048 3028 214 2814 190 2792 2764 2743 2716 2624 92 2604 2565 40 2525 2503 2474 2454 2433 71 46 2404 2384 2349 877 115 76
internal_count=3121 3095 3073 3048 3028 214 2814 190 2792 2764 2743 2716 2624 92 2604 2565 40 2525 2503 2474 2454 2433 71 46 2404 2384 2349 877 115 76
is_linear=0
shrinkage=0.1


Tree=5433
num_leaves=31
num_cat=0
split_feature=1208 1208 403 3 1210 1213 16 401 128 16 51 15 16 50 128 400 1212 1213 4 1186 132 43 1211 132 401 12 403 133 129 1212
split_gain=1.42571e-07 2.82659e-07 2.40303e-07 1.74339e-06 2.84466e-07 1.93073e-07 6.06313e-07 2.6561e-07 1.89038e-07 4.08976e-07 6.13163e-07 5.33669e-07 4.53424e-07 3.62843e-07 3.34353e-07 5.68883e-07 5.95847e-07 4.34034e-07 1.15555e-06 3.4391e-07 3.28539e-07 4.70663e-06 4.19235e-06 1.00877e-06 3.91734e-07 3.23158e-07 2.627e-07 2.93334e-07 2.72219e-07 1.97021e-07
threshold=0.11846000000000001 0.10480500000000002 -0.53960999999999981 -0.085709999999999995 -0.3960249999999999 0.18587500000000004 -0.087989999999999985 0.13699500000000003 0.089745000000000005 -0.085589999999999986 -0.20636999999999997 0.088345000000000021 -0.11118499999999999 0.092410000000000006 0.085955000000000018 -0.39724499999999996 0.13592000000000001 0.10336000000000002 -0.081114999999999979 -0.092084999999999986 -0.083284999999999984 -0.011694999999999999 0.11048500000000001 -0.085314999999999988 -0.13200999999999999 0.088845000000000021 -0.45015499999999992 0.41171500000000005 0.102035 -0.092474999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 8 14 12 -11 25 -10 -13 15 -6 17 19 -19 -17 21 -21 24 -23 -22 -12 -26 28 29 -28
right_child=-2 -3 4 -5 5 6 -8 -9 9 10 11 13 -14 -15 -16 16 -18 18 -20 20 22 23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-1.4579630339047376e-05 7.3741492857292397e-06 -9.8882122858475641e-06 -1.1423538043428298e-05 2.021526370994151e-05 -1.676015081670812e-05 -8.0944539052195214e-06 1.2981248131347038e-05 -1.1331709382440231e-05 -3.3137135908134499e-06 6.9226622424768997e-06 -8.4111487748963378e-06 7.468623125532759e-06 1.588022052484206e-05 -1.1141853288294939e-05 1.1026773017874803e-05 1.186798096750863e-05 1.6946423593686806e-05 -2.6557338094876501e-05 7.0289647692334266e-06 3.9556720875108086e-05 1.1762049839960347e-05 5.8997389155243024e-08 -4.0952788098366003e-05 -2.3744128761141579e-05 1.1204029371063891e-05 -2.4951175853655313e-05 4.9295117543641192e-06 -1.2089422585717103e-05 1.0055753709484298e-05 -2.1536895612696526e-07
leaf_weight=24 26 29 22 36 20 21 39 21 32 26 21 20 20 22 28 25 21 21 20 31 29 117 25 21 21 27 77 20 27 2232
leaf_count=24 26 29 22 36 20 21 39 21 32 26 21 20 20 22 28 25 21 21 20 31 29 117 25 21 21 27 77 20 27 2232
internal_value=0 -6.19538e-08 3.09886e-08 6.29731e-06 -9.40876e-08 -1.05595e-08 5.60475e-06 -1.25785e-07 -4.47222e-08 -3.30065e-06 -6.60409e-06 -1.05118e-05 4.06857e-06 -2.27972e-06 1.55276e-07 4.28264e-08 1.67895e-07 3.57311e-08 -1.01738e-05 1.95194e-07 8.29556e-08 4.34636e-06 -2.13431e-07 -3.56322e-06 2.09879e-07 -1.77149e-05 6.894e-08 -3.03116e-08 7.29342e-08 -4.37987e-08
internal_weight=0 3095 3066 60 3006 2984 60 2924 2903 168 116 90 52 42 2735 2707 2687 2666 41 2625 2600 169 2431 138 2406 48 2377 2356 2336 2309
internal_count=3121 3095 3066 60 3006 2984 60 2924 2903 168 116 90 52 42 2735 2707 2687 2666 41 2625 2600 169 2431 138 2406 48 2377 2356 2336 2309
is_linear=0
shrinkage=0.1


Tree=5434
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 16 398 1203 2 3 12 40 130 12 483 160 2 51 3 12 1374 42 48 1375 1375 3 1375 1375 457 150 147
split_gain=1.42821e-07 8.17348e-07 4.4847e-07 2.15251e-07 1.44614e-07 2.35673e-07 2.11851e-07 1.86959e-07 2.70594e-07 2.34795e-07 1.3177e-07 4.41566e-07 3.0048e-07 1.75679e-07 1.65806e-07 9.13016e-07 8.471e-07 7.19656e-07 5.20894e-07 3.93444e-07 3.40259e-07 2.01087e-07 1.96669e-07 2.89037e-07 8.01102e-07 3.13621e-07 7.39602e-07 5.3953e-07 3.00404e-07 5.65314e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.097644999999999996 0.089640000000000011 0.087520000000000014 0.089320000000000024 -0.084964999999999985 0.087505000000000013 -0.24620999999999996 -0.22699999999999995 0.14786000000000002 -0.47181499999999993 0.10580000000000002 0.11411 0.10614000000000001 -0.076669999999999988 0.089150000000000021 0.11254500000000002 0.083865000000000009 -0.22597999999999999 0.093520000000000006 0.084665000000000018 -0.082334999999999978 0.083715000000000026 0.057835000000000004 -0.10142499999999997 0.12068000000000002 0.095485000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 9 -6 -3 -12 13 -13 19 16 17 18 20 21 -16 -15 23 25 -25 26 27 -23 -29 -30
right_child=1 10 -4 -5 5 -7 -8 -9 -10 -11 11 12 -14 14 15 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=7.1834579032908484e-06 1.9844115013256672e-05 8.132475768434233e-06 -1.5061446589243134e-05 -1.0412833268804076e-05 -5.0557470853231348e-06 -9.7582845701253973e-06 1.0039173234656033e-05 5.8462113115795019e-06 -1.1390882034691329e-05 9.2396649915826862e-06 -1.4125471393940231e-05 7.7295748692920128e-06 9.7320244179854857e-06 -1.0002812507536875e-05 -1.2286402867781968e-05 -2.0773702217866232e-05 1.7977676591065327e-05 -1.55848448524493e-05 1.4483699198100787e-05 1.4065293491967169e-05 4.2255100407391392e-06 -1.4649174700025469e-05 -8.5902103924476814e-06 2.125705043454218e-05 -4.859944939047031e-06 -1.0713838155088188e-05 1.9274760397820504e-05 -5.6866945886197105e-08 6.4828497526928244e-08 2.0835575351156877e-05
leaf_weight=26 21 20 25 21 27 25 21 29 28 20 22 29 32 20 24 25 22 34 23 20 26 25 26 23 24 27 20 2378 38 20
leaf_count=26 21 20 25 21 27 25 21 29 28 20 22 29 32 20 24 25 22 34 23 20 26 25 26 23 24 27 20 2378 38 20
internal_value=0 1.87206e-07 -2.44453e-06 -8.43404e-07 2.98403e-07 -8.95006e-07 8.7765e-07 -9.72273e-07 -3.60875e-06 1.02741e-06 4.37745e-08 -1.28294e-08 9.66481e-08 -1.33134e-08 -9.42301e-08 -3.28314e-06 1.06503e-07 -3.56794e-06 2.02897e-06 9.31382e-08 -3.70021e-06 -1.42986e-08 6.31017e-08 1.51159e-07 7.92071e-06 5.55726e-09 1.22213e-07 -3.34352e-08 1.16562e-07 7.22715e-06
internal_weight=0 2899 222 197 176 150 125 104 75 47 2878 2858 2836 2804 2775 154 129 107 73 2621 50 2601 2581 2555 47 2508 2481 2461 2436 58
internal_count=3121 2899 222 197 176 150 125 104 75 47 2878 2858 2836 2804 2775 154 129 107 73 2621 50 2601 2581 2555 47 2508 2481 2461 2436 58
is_linear=0
shrinkage=0.1


Tree=5435
num_leaves=31
num_cat=0
split_feature=130 1 9 45 11 33 34 9 0 15 15 13 132 1186 1185 15 4 3 3 15 1 1 13 13 13 13 13 13 133 43
split_gain=1.42618e-07 2.5639e-07 1.36516e-07 1.78586e-07 9.44333e-07 4.61924e-07 2.13717e-07 3.05137e-07 5.21763e-07 1.98998e-07 1.66206e-07 1.5219e-07 1.52091e-07 4.43085e-06 2.03931e-06 3.69168e-07 1.51031e-07 9.58038e-07 7.77256e-07 2.51283e-07 2.66528e-07 3.3817e-07 2.56316e-07 3.84721e-07 3.82427e-07 2.12938e-07 6.18271e-07 5.22367e-07 5.17999e-07 7.01677e-07
threshold=-0.23123999999999997 0.16540500000000002 -0.092544999999999975 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 -0.112215 0.088235000000000022 -0.033209999999999996 -0.56020999999999987 0.19724500000000003 -0.53104499999999988 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 0.50822500000000004 0.0051600000000000005 -0.022174999999999997 -0.43375999999999998 0.13927000000000003 0.13210500000000003 -0.42195999999999995 -0.28558999999999996 -0.15416999999999995 -0.097224999999999992 -0.099939999999999987 -0.094514999999999988 -0.093189999999999981 0.26450500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 9 -9 -8 11 -11 13 15 -14 -13 19 18 -18 -16 21 22 -21 -24 -25 26 28 -27 29 -26
right_child=1 -3 3 -5 5 6 7 8 -10 10 -12 12 14 -15 16 -17 17 -19 -20 20 -22 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=7.8454241524330268e-06 7.7023576137514237e-06 -9.7603891760997986e-06 2.1711091535507875e-05 -6.9359815195507261e-06 -1.311152495978368e-05 -1.0024536589168878e-05 -9.5047227246554541e-06 1.9816096123360609e-05 -1.3767581759356501e-06 7.7295327355386699e-06 7.2089958315757492e-06 -5.1532122390860671e-07 -3.0633095246395734e-05 4.7252477470465239e-05 -1.0155414071050473e-05 -1.355530227010604e-05 9.9502608561254284e-06 2.2247064892629473e-05 -1.6946202423572357e-05 -9.7797421433285681e-06 -8.17688004417505e-06 9.6729423249699823e-06 1.2889362705229124e-05 -1.0193418020699519e-05 -1.9682335005200005e-05 -1.1208376633254332e-05 1.9770237243695496e-05 5.0903751092221388e-08 8.0962036821453721e-06 5.2980805697228319e-06
leaf_weight=23 23 27 20 37 27 21 22 21 26 25 32 165 22 20 25 25 21 21 22 27 40 36 23 37 22 42 21 2178 47 23
leaf_count=23 23 27 20 37 27 21 22 21 26 25 32 165 22 20 25 25 21 21 22 27 40 36 23 37 22 42 21 2178 47 23
internal_value=0 -5.82442e-08 2.70563e-08 -3.0861e-08 5.39911e-08 -9.08241e-08 2.77856e-08 9.95147e-08 8.09239e-06 -3.02039e-08 4.23219e-08 -3.83725e-08 -1.0731e-07 2.48161e-06 -3.15854e-07 -2.23111e-06 -5.78351e-08 4.73949e-06 -3.81072e-06 -1.79624e-07 -7.97059e-08 5.21699e-08 -9.0949e-08 1.83688e-08 -1.0654e-07 5.34323e-08 4.28797e-06 -1.6211e-07 7.53979e-07 -6.91457e-06
internal_weight=0 3098 3071 3048 3011 2991 2964 2943 47 2896 2874 2842 2817 210 2607 190 2585 64 43 2521 2496 2456 2420 2393 2370 2333 113 2220 92 45
internal_count=3121 3098 3071 3048 3011 2991 2964 2943 47 2896 2874 2842 2817 210 2607 190 2585 64 43 2521 2496 2456 2420 2393 2370 2333 113 2220 92 45
is_linear=0
shrinkage=0.1


Tree=5436
num_leaves=31
num_cat=0
split_feature=421 10 10 9 146 48 1426 16 147 447 447 12 12 45 2 51 2 48 16 151 16 16 40 124 1 51 39 132 50 394
split_gain=1.43591e-07 2.45522e-07 3.81853e-07 2.81889e-07 2.16168e-07 2.01847e-07 1.8361e-07 5.89959e-07 1.50985e-07 2.05467e-07 2.86406e-07 1.49005e-07 1.32217e-06 4.92931e-07 4.39617e-07 2.86116e-07 3.83014e-07 3.30814e-07 3.29915e-07 2.99768e-07 2.94391e-07 4.54322e-07 3.04913e-07 2.62122e-07 3.05132e-07 2.67021e-07 1.96562e-07 1.83147e-07 4.15706e-06 1.78757e-06
threshold=-1.0000000180025095e-35 0.11294000000000003 0.053330000000000009 0.09055500000000001 0.086030000000000009 -0.11278499999999998 -0.061919999999999996 0.41553500000000004 0.099730000000000027 0.09227500000000001 0.089635000000000006 -0.010834999999999999 -0.029094999999999999 0.091170000000000015 -1.0000000180025095e-35 0.087505000000000013 -0.020134999999999997 0.089350000000000013 -0.43320999999999993 -0.088279999999999983 -0.093244999999999981 -0.0064149999999999997 -0.067184999999999981 -1.0000000180025095e-35 0.11507500000000002 -0.089864999999999987 0.087470000000000006 -0.083284999999999984 0.097510000000000013 0.12358500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 9 10 11 12 15 14 -13 16 -8 -17 26 -20 22 -22 -21 25 -25 -23 -18 28 -16 -29
right_child=1 -3 -4 -5 -6 6 8 -9 -10 -11 -12 13 -14 -15 27 17 18 -19 19 20 21 23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-8.4460262981878029e-06 1.0073452031065245e-05 8.2647692326847595e-06 -1.0427276990542721e-05 1.0445683976565936e-05 -9.8878883529158145e-06 2.3741184584265066e-06 -1.4320536799707705e-05 -1.9391791426563998e-05 8.169925287960644e-06 -8.0618996053676851e-06 1.2048164653606364e-05 1.4571095986563402e-05 -2.6225552227558746e-05 1.4005774980100446e-05 -2.1715936121408423e-06 1.4734786975168392e-05 -1.5242717845467268e-05 -8.4074100376104379e-07 1.2707657631814246e-05 -5.2510941562407727e-07 -1.2714447231587656e-05 1.4829239939899707e-05 1.6193249134630605e-05 3.7225134292384612e-06 -1.3745517262577778e-05 1.8595570564326463e-07 -2.8781988999051739e-06 5.4963224213194718e-08 4.4988639975989443e-05 -2.9974824665259808e-05
leaf_weight=20 20 36 35 26 22 33 22 20 23 31 20 21 21 26 170 25 20 30 21 24 32 20 20 20 20 33 36 2233 21 20
leaf_count=20 20 36 35 26 22 33 22 20 23 31 20 21 21 26 170 25 20 30 21 24 32 20 20 20 20 33 36 2233 21 20
internal_value=0 5.44807e-08 -4.19533e-08 7.80092e-08 -1.17244e-08 6.1138e-08 -6.46709e-09 -5.83943e-06 9.98056e-08 3.54907e-08 1.23413e-07 3.92881e-08 -1.91159e-06 3.08699e-07 1.64227e-07 -3.3081e-07 -1.6791e-06 6.23904e-06 -5.48567e-07 1.43959e-06 3.9416e-08 -2.43681e-06 7.07414e-06 1.09958e-06 -5.0115e-06 5.71172e-06 -7.2941e-06 4.04365e-08 3.01356e-06 -2.11613e-07
internal_weight=0 3101 3065 3030 3004 2982 2962 53 2909 2886 2855 2835 344 2491 2465 323 268 55 246 190 169 125 44 93 40 53 56 2444 191 2253
internal_count=3121 3101 3065 3030 3004 2982 2962 53 2909 2886 2855 2835 344 2491 2465 323 268 55 246 190 169 125 44 93 40 53 56 2444 191 2253
is_linear=0
shrinkage=0.1


Tree=5437
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1 1 482 40 43 1 45 14 3 376 39 9 10 9 376 13 40 9 374 123 12 43 16 16 133 15 48
split_gain=1.57425e-07 9.85004e-07 4.029e-07 1.30169e-07 6.52949e-07 4.53098e-07 9.01873e-07 6.788e-07 2.77088e-07 3.00491e-07 2.53072e-07 3.67465e-07 2.34832e-07 2.99083e-07 9.35142e-07 6.7789e-07 3.20382e-07 2.46028e-07 3.1072e-07 2.33706e-07 2.5078e-07 1.82309e-07 2.3255e-07 2.94394e-07 7.00828e-07 1.69221e-07 9.17893e-07 5.71323e-07 6.40682e-07 9.28728e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.13534000000000004 0.13756000000000004 0.089605000000000018 -0.07632499999999999 -0.04890499999999999 0.13408500000000004 0.094030000000000016 -0.073394999999999974 0.20828500000000003 0.088720000000000007 -1.0000000180025095e-35 0.092235000000000011 0.0036750000000000007 0.086220000000000005 0.083890000000000006 -0.0090849999999999976 -0.083564999999999987 -0.013509999999999999 0.085145000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0095349999999999983 -0.16075999999999999 -0.23935499999999996 0.10622000000000002 0.013270000000000002 -0.072824999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 8 -5 6 -6 -8 9 12 -9 -12 13 -3 15 16 17 19 -19 -15 -21 22 23 24 -22 26 27 28 29 -25
right_child=1 3 -4 4 5 -7 7 10 -10 -11 11 -13 -14 14 -16 -17 -18 18 -20 20 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-9.4801976220039537e-07 2.1775505562497225e-05 9.6384644019267668e-06 -1.3780041964699714e-05 -1.4823062529103481e-05 1.8227937284634742e-05 -1.2460784827176807e-05 -1.7318286997827026e-05 1.2326150044827956e-05 1.1939048581552926e-05 -1.1256240253240559e-05 9.5158651674864817e-06 -7.983297140678285e-06 -8.8863028460244618e-06 -7.5191217733962012e-06 -1.7977995087546465e-05 1.4422863337666272e-05 -1.2092099669167685e-05 1.2234186214825699e-05 -3.2363714120720034e-06 1.1435531628194441e-05 4.434013395179396e-08 9.4675578674512165e-06 -9.897405209852404e-06 -1.7684318179983001e-05 2.1879036735515998e-05 3.1241827947102707e-07 -1.9172395965644434e-05 1.3987119444209386e-05 -1.1964141861296543e-05 4.6102173145540394e-06
leaf_weight=194 21 34 28 35 29 23 22 20 20 23 20 30 28 39 28 34 21 37 20 20 49 21 23 22 21 2032 29 25 49 124
leaf_count=194 21 34 28 35 29 23 22 20 20 23 20 30 28 39 28 34 21 37 20 20 49 21 23 22 21 2032 29 25 49 124
internal_value=0 1.96538e-07 -2.56647e-06 3.90816e-08 -2.57238e-06 4.05217e-07 2.85082e-06 -1.99631e-06 2.12276e-07 1.2473e-07 2.81916e-06 -9.83632e-07 2.23285e-07 3.20343e-07 1.98209e-07 3.96546e-07 2.08199e-07 3.11069e-07 6.80592e-06 1.60211e-07 2.84225e-07 1.91103e-07 1.09045e-07 2.06939e-07 6.59475e-06 1.09081e-08 -2.44961e-06 -2.45241e-07 -2.0699e-06 1.25077e-06
internal_weight=0 2899 222 2878 179 144 121 92 2699 2679 70 50 2656 2628 2594 2566 2532 2511 57 2454 2415 2395 2374 2351 70 2281 249 220 195 146
internal_count=3121 2899 222 2878 179 144 121 92 2699 2679 70 50 2656 2628 2594 2566 2532 2511 57 2454 2415 2395 2374 2351 70 2281 249 220 195 146
is_linear=0
shrinkage=0.1


Tree=5438
num_leaves=31
num_cat=0
split_feature=47 2 47 1456 483 131 1209 1210 1208 1208 403 16 1209 393 42 160 160 50 42 43 16 42 0 133 43 484 42 1 2 39
split_gain=1.32757e-07 1.32212e-06 3.42064e-07 2.1853e-07 3.65574e-07 2.10771e-07 1.86068e-07 2.97633e-07 3.68551e-07 1.94498e-07 2.36334e-07 1.38651e-06 2.64419e-07 2.14147e-07 2.12335e-07 5.72586e-07 8.30976e-07 6.30103e-07 5.6718e-07 4.95561e-07 7.97184e-07 6.19438e-07 1.25625e-06 7.56003e-07 6.14286e-07 9.15197e-07 1.63811e-06 6.326e-07 9.22018e-07 5.89644e-07
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.077604999999999993 -0.041389999999999989 0.13767000000000004 0.14268500000000003 0.15724500000000002 0.10737500000000001 0.092250000000000013 -0.5335399999999999 -0.079109999999999986 -0.089214999999999989 0.12765500000000005 0.092860000000000012 -0.52439499999999983 -0.41706499999999996 -0.099524999999999988 0.092145000000000019 -0.011244999999999998 -0.069894999999999985 0.11883500000000001 -0.078904999999999989 -0.13941499999999998 -0.23714499999999997 0.090535000000000018 0.12961500000000001 0.094220000000000012 0.096540000000000015 0.089790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 -5 6 7 8 9 10 11 -1 -12 14 18 -16 -17 -18 -14 24 21 22 23 -21 -19 26 27 28 -26 -29
right_child=1 3 -4 4 -6 -7 -8 -9 -10 -11 12 -13 13 -15 15 16 17 19 -20 20 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=2.5246126916578723e-05 -2.6809504870470846e-05 -9.2802555282105473e-06 1.2647592269455675e-05 1.3510510116248041e-05 -4.9410442015138946e-07 -9.6202313298735233e-06 9.8171372110300586e-06 -1.0120535073708327e-05 1.3767312157142442e-05 -7.6075763786320749e-06 -9.3935334728579125e-06 -7.6314563181046558e-06 -1.2885128859061895e-07 1.0265924755090272e-05 1.8621641693243874e-05 -1.8593249187688346e-05 1.6235033326665869e-05 1.1031082874157415e-05 -1.591998740838355e-05 1.8982114415848627e-05 -2.9222677741773612e-06 -8.7957928104408301e-08 3.315098676668842e-05 -8.513402819971816e-06 -8.8245846166563015e-07 -2.1193947964935365e-05 2.4735254819894355e-05 7.0069375165165223e-06 -2.4899629058763233e-05 -1.2579702905151698e-05
leaf_weight=23 20 25 22 20 274 22 20 28 20 32 29 29 2055 21 20 20 30 31 23 20 71 34 27 20 33 27 21 51 31 22
leaf_count=23 20 25 22 20 274 22 20 28 20 32 29 29 2055 21 20 20 30 31 23 20 71 34 27 20 33 27 21 51 31 22
internal_value=0 -1.86835e-06 2.27678e-07 -3.04642e-07 4.5859e-07 1.28679e-07 2.07012e-07 1.36297e-07 2.4306e-07 1.41755e-07 2.35757e-07 6.91055e-06 1.01539e-07 2.09226e-07 1.25949e-07 2.07501e-06 1.31946e-06 2.27222e-06 -3.03633e-07 1.19262e-06 5.19755e-06 1.09055e-05 1.64843e-05 5.23436e-06 -1.99649e-06 -4.17949e-06 -1.27196e-06 -5.25846e-06 -1.25158e-05 1.10411e-06
internal_weight=0 339 2782 319 294 2760 2738 2718 2690 2670 2638 52 2586 2557 2536 458 438 418 2078 388 172 101 67 40 216 185 158 137 64 73
internal_count=3121 339 2782 319 294 2760 2738 2718 2690 2670 2638 52 2586 2557 2536 458 438 418 2078 388 172 101 67 40 216 185 158 137 64 73
is_linear=0
shrinkage=0.1


Tree=5439
num_leaves=31
num_cat=0
split_feature=132 394 1203 130 484 49 51 1374 16 12 1371 13 12 12 1 482 3 482 4 3 1373 1373 1375 150 147 457 457 16 159 12
split_gain=1.34323e-07 7.83473e-07 3.40029e-07 1.44514e-07 1.80134e-07 2.13077e-06 1.73106e-06 6.19886e-07 2.40595e-06 5.54845e-07 4.81623e-07 3.66642e-07 4.87067e-07 6.97471e-07 4.32086e-07 2.80077e-07 5.32101e-07 4.17487e-07 1.46881e-06 7.02934e-07 2.59373e-07 4.25596e-07 6.43507e-07 5.7098e-07 4.24787e-07 5.12606e-07 4.55791e-07 3.09602e-07 4.93608e-07 1.1695e-06
threshold=-0.083174999999999985 0.11233000000000001 0.088820000000000024 -0.22699999999999995 0.091180000000000011 0.11236 -0.083574999999999997 0.088460000000000011 -0.087659999999999988 0.099100000000000008 1.0000000180025095e-35 -0.07965499999999999 0.08598500000000002 0.083535000000000012 0.091535000000000019 0.10932500000000002 -0.074084999999999998 0.080200000000000007 -0.023539999999999995 -0.083154999999999993 0.08789000000000001 1.0000000180025095e-35 -0.42089999999999994 0.12706500000000001 0.097985000000000017 0.10613500000000002 0.096470000000000014 0.0057500000000000008 0.10545500000000001 0.091200000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 7 6 -6 10 -9 11 15 12 13 -8 -13 17 -17 20 -19 -20 21 22 -5 24 25 26 27 -24 -29 -30
right_child=1 -3 -4 4 5 -7 9 8 -10 -11 -12 14 -14 -15 -16 16 -18 18 19 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-8.8386592835831843e-07 -7.8504270732082656e-06 1.9905494755221299e-05 -1.2672258344537113e-05 -1.6433327471077063e-05 -2.8545723489514787e-05 3.0337455622429844e-05 8.7752061235181781e-06 6.192562568992651e-06 -3.3965049209655262e-05 1.8198759769347819e-05 1.55763745715376e-05 -1.5798234728208628e-05 1.3324097267286561e-05 -1.2292429673834703e-05 2.4463912942101836e-06 -1.8832942731189014e-05 3.7040228494333859e-06 2.9957415444230373e-05 1.3454360743542731e-05 -9.006672568028463e-06 -1.1443170401435055e-05 1.3242157676055892e-05 7.2616271486058948e-07 1.6440028549541673e-05 -1.1388406159429713e-05 1.5977966555738021e-05 -1.442561486493849e-05 -9.6207918588598551e-07 -2.8243279773406638e-05 4.7189057875437215e-07
leaf_weight=194 23 20 28 24 20 25 33 37 25 20 20 25 36 30 27 22 20 21 22 38 20 24 1685 21 33 20 22 526 23 37
leaf_count=194 23 20 28 24 20 25 33 37 25 20 20 25 36 30 27 22 20 21 22 38 20 24 1685 21 33 20 22 526 23 37
internal_value=0 1.8155e-07 -2.37069e-06 4.45303e-08 1.0811e-07 2.88458e-06 -7.08723e-07 -1.19056e-07 -1e-05 2.54707e-06 1.18578e-07 4.73994e-07 4.04522e-06 -1.257e-06 -6.32506e-06 -2.28054e-09 -8.10105e-06 1.32914e-07 7.19566e-06 -7.7096e-07 -1.02028e-07 -8.10519e-09 -1.41107e-07 2.4087e-08 -1.22859e-07 3.78689e-08 -1.01164e-07 3.76024e-08 -1.9423e-06 -1.05356e-05
internal_weight=0 2899 222 2879 2856 216 191 2640 62 171 2578 151 99 63 52 2558 42 2516 81 60 2435 2415 2391 2367 2346 2313 2293 2271 586 60
internal_count=3121 2899 222 2879 2856 216 191 2640 62 171 2578 151 99 63 52 2558 42 2516 81 60 2435 2415 2391 2367 2346 2313 2293 2271 586 60
is_linear=0
shrinkage=0.1


Tree=5440
num_leaves=31
num_cat=0
split_feature=1455 1447 4 1455 158 4 483 1 52 121 154 15 157 2 1456 0 12 16 475 2 0 1 16 3 3 3 34 131 131 481
split_gain=1.38823e-07 4.13341e-07 6.09701e-07 2.31939e-07 2.24599e-07 8.90463e-07 3.00363e-07 8.85186e-07 5.96908e-07 5.46751e-07 2.94261e-07 2.94222e-07 2.70501e-07 2.59587e-07 2.11137e-07 2.09276e-07 9.35001e-07 6.7351e-07 1.29509e-06 6.32561e-07 5.52846e-07 1.10137e-06 3.58263e-07 2.4296e-07 1.73913e-06 1.69171e-06 4.53224e-07 4.68507e-07 2.02321e-06 1.30179e-06
threshold=-0.092919999999999989 -0.082229999999999984 -0.012889999999999999 -0.088559999999999986 -0.4686749999999999 -0.023539999999999995 0.10143000000000001 0.16540500000000002 0.12418000000000001 -0.094339999999999993 0.084190000000000001 -0.066844999999999988 0.63604500000000008 0.10327000000000001 0.12034500000000002 0.12445000000000002 0.098150000000000015 0.63636000000000015 0.12365000000000002 0.10467500000000002 0.10455500000000001 0.10508500000000001 0.15273500000000004 -0.078724999999999976 -0.078344999999999984 -0.07908999999999998 -0.097449999999999981 0.08956500000000002 0.092410000000000006 -0.094339999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 7 9 11 -6 12 13 14 -8 15 17 19 18 20 22 23 -22 -17 25 -25 -11 -26 29 -29 -28
right_child=3 2 -4 4 6 -7 8 -9 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=1.5766410499715923e-05 -1.0576335049942524e-05 -9.4149393032327488e-06 1.2979894127056468e-05 2.1204695026840045e-05 -1.5137254107836877e-05 -7.5839466132622744e-06 -2.6200116202556368e-06 1.879171051132289e-05 -1.7596986338793581e-05 -3.0218589810647557e-07 1.2106880663509401e-05 -9.8330045981735271e-06 -1.1654221698336188e-05 1.178509240327747e-05 -8.7830333920161745e-06 -2.2646393517788968e-06 2.1327295791707003e-05 -1.4047361245877043e-05 2.5467747350376156e-05 -1.2869412226531755e-05 -2.7748258790303402e-05 3.9269112893753519e-06 1.5801025762941988e-05 3.0468695233594192e-05 1.5615128113495306e-05 -2.8239694975954167e-05 2.6390389098196466e-05 -3.451892165685422e-05 5.7409810072227709e-07 5.9890593965968159e-07
leaf_weight=22 21 31 20 22 24 21 29 25 29 1465 20 24 20 22 27 23 25 34 20 28 21 23 21 20 20 22 20 20 92 910
leaf_count=22 21 31 20 22 24 21 29 25 29 1465 20 24 20 22 27 23 25 34 20 28 21 23 21 20 20 22 20 20 92 910
internal_value=0 4.30953e-06 -6.32652e-07 -1.03212e-07 -3.05541e-08 7.14513e-06 -1.33957e-07 5.66963e-08 -5.41359e-06 -1.07358e-07 2.00589e-08 -7.02672e-07 -6.59377e-08 3.59395e-06 1.71027e-08 1.03066e-07 4.66571e-06 -6.2879e-08 1.17703e-07 -1.11957e-06 -7.63272e-08 -1.11908e-05 6.35761e-06 1.14033e-07 1.25409e-06 -7.15518e-07 7.03911e-07 4.17707e-07 -5.69251e-06 1.15356e-06
internal_weight=0 73 51 3048 3027 43 2984 2880 104 2855 2831 75 2811 51 2791 2764 97 2667 2633 72 2613 44 44 2569 1082 1487 1062 1042 112 930
internal_count=3121 73 51 3048 3027 43 2984 2880 104 2855 2831 75 2811 51 2791 2764 97 2667 2633 72 2613 44 44 2569 1082 1487 1062 1042 112 930
is_linear=0
shrinkage=0.1


Tree=5441
num_leaves=31
num_cat=0
split_feature=11 142 147 147 12 130 2 0 131 157 2 132 49 1425 2 2 3 52 156 0 16 4 1 13 51 1428 1456 1456 41 12
split_gain=1.47476e-07 1.94432e-07 1.98271e-07 2.17357e-07 1.64328e-07 2.73596e-07 1.75202e-07 9.08524e-07 4.01374e-07 4.56038e-07 8.91963e-07 4.23966e-07 4.3785e-07 2.77194e-07 3.4102e-07 4.17498e-07 5.62501e-07 2.06436e-06 5.34505e-07 4.34681e-07 3.92795e-07 3.27523e-07 8.72676e-07 3.25478e-07 3.21269e-07 4.37267e-07 2.96916e-07 4.06368e-07 3.19433e-07 1.01793e-06
threshold=-0.072629999999999986 -0.057499999999999989 0.099730000000000027 0.093875000000000014 0.23631000000000002 -0.22461999999999996 0.11682500000000001 -0.24955499999999997 0.10216000000000001 0.00087500000000000013 0.11747 0.091615000000000016 0.15266500000000002 0.097335000000000019 0.11510000000000002 0.11411 0.11658 -0.078224999999999975 0.15173500000000004 0.16094000000000003 0.62925500000000012 -0.50690499999999983 0.085475000000000009 -0.16152999999999998 -0.44986999999999994 -0.070379999999999984 0.11510000000000002 0.099575000000000011 0.08690500000000001 0.08486500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 9 10 -8 12 -12 14 15 16 18 -18 19 20 21 22 -9 -23 -25 -26 27 28 -27 -30
right_child=1 2 -4 -5 -6 6 8 13 -10 -11 11 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 23 -24 24 25 26 -28 -29 29 -31
leaf_value=-8.3519049981294387e-06 -9.3109823885904255e-06 1.0594037240480248e-05 7.5012805533939785e-06 -9.067861604377798e-06 -8.7004195831598607e-06 1.9738724845789571e-05 -2.2489600163074407e-05 -1.7104889648659369e-05 9.9653762775303169e-06 1.0331334813902988e-05 2.3330716637810919e-07 -1.4318652470306175e-05 -1.3704409400816075e-05 -9.8869998240573947e-06 1.1081091568108792e-05 -1.2951512781000929e-05 3.6070096559797096e-05 -3.4457510082575029e-06 -1.5448481384406809e-05 1.259665843917901e-05 1.106973053595084e-05 -1.2269912511848297e-05 5.1234442845739208e-06 -1.0606523045242756e-05 1.3016321994259501e-05 3.9963309478874934e-07 1.0265672069087079e-05 -1.3442114261330574e-05 4.9932789840601835e-06 -2.436213366135711e-05
leaf_weight=21 22 25 36 26 21 24 24 38 26 24 229 27 25 27 29 24 20 39 22 28 32 21 33 27 27 2125 29 22 27 21
leaf_count=21 22 25 36 26 21 24 24 38 26 24 229 27 25 27 29 24 20 39 22 28 32 21 33 27 27 2125 29 22 27 21
internal_value=0 5.65736e-08 1.23528e-07 3.62175e-08 1.14701e-07 1.7651e-07 8.88201e-08 3.71809e-07 -1.99573e-06 -2.94099e-06 -3.98537e-06 -2.40493e-06 -1.13852e-06 1.92417e-07 2.98557e-07 1.75207e-07 3.00671e-07 9.94945e-06 6.85022e-08 2.08985e-07 6.45827e-08 -8.401e-08 -6.77341e-06 1.22579e-07 2.3682e-07 3.66883e-07 2.13315e-07 8.05046e-08 2.17411e-07 -7.84971e-06
internal_weight=0 3100 3078 3042 3016 2995 2970 2615 355 329 305 281 254 2591 2564 2535 2511 59 2452 2430 2402 2370 71 2299 2278 2251 2224 2195 2173 48
internal_count=3121 3100 3078 3042 3016 2995 2970 2615 355 329 305 281 254 2591 2564 2535 2511 59 2452 2430 2402 2370 71 2299 2278 2251 2224 2195 2173 48
is_linear=0
shrinkage=0.1


Tree=5442
num_leaves=31
num_cat=0
split_feature=1429 156 1429 157 1429 475 1428 154 471 156 12 130 45 11 33 2 1455 160 1374 50 0 0 147 2 2 2 4 482 50 4
split_gain=1.41029e-07 4.98149e-07 1.51213e-07 4.5514e-07 3.10561e-07 6.42632e-07 5.3218e-07 1.42443e-07 1.87761e-07 1.92915e-07 1.70666e-07 2.45352e-07 1.6868e-07 7.15888e-07 3.98505e-07 2.33943e-07 5.68915e-07 8.23837e-07 5.38032e-07 4.13573e-07 6.58209e-07 1.11336e-06 7.53867e-07 4.47253e-07 3.99235e-07 7.41579e-07 4.94594e-07 3.67592e-07 6.0847e-07 3.27644e-07
threshold=-0.23752499999999996 0.32523500000000005 -0.08262499999999999 -0.049319999999999996 -1.0000000180025095e-35 -0.024084999999999999 -0.018864999999999996 0.085530000000000009 0.093375000000000014 -0.092099999999999987 0.23631000000000002 -0.22461999999999996 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.113445 0.085560000000000011 0.092865000000000017 -0.24481499999999998 0.091320000000000012 -0.073309999999999986 -0.09595999999999999 0.097985000000000017 0.11747 0.14445500000000003 0.12595500000000001 0.26450500000000005 -0.44221499999999997 -0.47060499999999994 0.50996500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7 8 9 -6 11 -11 13 -13 -15 18 17 19 -16 20 21 22 24 -22 25 26 -17 -20 -29 -25
right_child=1 -3 4 -5 7 6 -8 -9 -10 10 -12 12 -14 14 15 16 -18 -19 27 -21 23 -23 -24 29 -26 -27 -28 28 -30 -31
leaf_value=-7.9782436593880209e-06 2.4703331597208945e-06 1.5787728533496195e-05 -5.248884655918153e-06 -1.5971968840581807e-05 -9.6809819773452111e-06 3.5010485070025812e-06 2.629378864185128e-05 -7.9437240144571927e-06 7.2372419838627279e-06 9.4920273248270086e-06 -9.043481759363203e-06 1.6511422864613661e-05 -7.4219727957091486e-06 -1.2249164824930227e-05 1.629081500487657e-05 -2.934886552177505e-06 1.4286228174569259e-05 -1.8392457636196014e-05 -1.3286620314829635e-05 -1.2036705390658297e-05 -1.6113665527694234e-05 2.6129853658858341e-05 -1.6087923168842362e-05 -2.6040646981912474e-07 1.589672093636498e-05 -1.35709105488786e-05 1.3987455024387322e-05 1.7695468905003509e-05 1.7592304901323772e-07 -1.1763849154029291e-05
leaf_weight=22 32 20 27 23 21 21 20 23 35 27 21 26 31 27 21 31 20 32 20 35 29 20 22 123 23 25 39 20 2254 31
leaf_count=22 32 20 27 23 21 21 20 23 35 27 21 26 31 27 21 31 20 32 20 35 29 20 22 123 23 25 39 20 2254 31
internal_value=0 5.66374e-08 -4.55458e-08 -5.2419e-06 4.89647e-08 6.73056e-06 1.46195e-05 -1.04739e-07 -4.32673e-08 -1.31196e-07 -6.14897e-08 4.55435e-09 -8.59942e-08 -4.71636e-09 -1.5963e-07 -4.07162e-08 -2.18275e-06 -2.98611e-06 3.57155e-07 -1.68187e-06 -6.25253e-07 4.05965e-06 9.06763e-07 -4.72134e-06 4.07526e-06 1.21323e-06 6.49328e-06 2.11294e-07 3.30009e-07 -2.57603e-06
internal_weight=0 3099 3079 55 3024 68 41 2956 2933 2898 2877 2856 2829 2798 2772 2745 430 410 2315 378 343 160 140 183 118 95 70 2294 2274 154
internal_count=3121 3099 3079 55 3024 68 41 2956 2933 2898 2877 2856 2829 2798 2772 2745 430 410 2315 378 343 160 140 183 118 95 70 2294 2274 154
is_linear=0
shrinkage=0.1


Tree=5443
num_leaves=31
num_cat=0
split_feature=11 130 12 12 52 4 46 147 147 447 34 12 9 2 39 39 34 132 1203 1185 2 0 44 0 47 48 1 403 1213 133
split_gain=1.73309e-07 1.54798e-07 3.57331e-07 1.53741e-07 4.26819e-07 3.59389e-07 3.1751e-07 3.16669e-07 3.0027e-07 3.05196e-07 1.77417e-07 9.7086e-07 6.351e-07 4.67929e-07 1.09382e-06 3.93523e-07 4.76865e-07 1.94448e-07 3.78401e-06 1.93972e-06 4.75399e-07 1.86308e-07 1.78306e-07 8.01686e-07 2.43705e-07 3.04909e-07 4.27712e-07 1.81561e-07 1.89196e-07 4.73127e-07
threshold=-0.072629999999999986 -0.23647499999999996 0.23631000000000002 0.12757000000000002 -1.0000000180025095e-35 0.022185000000000003 -0.043074999999999995 0.10479500000000001 0.095485000000000014 0.09227500000000001 -0.057544999999999992 -0.040564999999999997 0.091600000000000015 -1.0000000180025095e-35 0.085530000000000009 0.089790000000000023 -0.086059999999999984 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.082850000000000021 -0.072894999999999988 0.099360000000000018 -0.24955499999999997 0.13302500000000003 0.12474000000000002 0.11212500000000002 0.62487500000000018 -0.24064499999999997 -0.054584999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -6 -3 8 9 10 11 15 13 14 -12 16 -8 18 20 -19 -15 -22 23 -21 25 27 -27 28 29 -25
right_child=1 2 -4 4 5 -7 7 -9 -10 -11 12 -13 -14 17 -16 -17 -18 19 -20 22 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-9.0538888029879594e-06 -8.7079018067015577e-06 1.13546581906121e-05 1.2817225093509808e-05 6.6256213606472798e-06 -1.7976901290239768e-06 -1.9891712253454553e-05 1.6817744115087407e-05 -1.2198641083419458e-05 1.0823927407098102e-05 -1.1982294017798269e-05 2.5511880765248942e-05 2.3951325508733135e-05 -1.270091748338951e-05 -1.5650751993234736e-05 -5.6773092921957875e-06 -9.0323636765209482e-06 -4.0898231380500275e-06 -2.9817342320629081e-05 4.2096894354802901e-05 1.8283917173296991e-05 -1.3971469645377093e-06 8.3667995014642976e-06 -7.9288707995926555e-06 5.3011429353067258e-07 -9.7121356370385368e-06 1.907586381548754e-05 -5.4404726324719378e-07 8.7085094393209456e-06 -6.1423228614095843e-08 -1.6726811418266154e-05
leaf_weight=21 20 25 22 22 23 21 20 21 26 21 23 20 39 22 22 33 24 22 22 24 130 23 28 47 26 20 25 23 2282 24
leaf_count=21 20 25 22 22 23 21 20 21 26 21 23 20 39 22 22 33 24 22 22 24 130 23 28 47 26 20 25 23 2282 24
internal_value=0 6.13361e-08 1.18279e-07 2.69199e-08 -4.74711e-06 -1.04335e-05 1.32229e-07 3.76689e-08 1.24893e-07 2.96277e-08 1.16641e-07 4.32121e-06 -2.89138e-08 1.49953e-07 1.02638e-05 -7.77518e-07 5.41362e-06 -1.74956e-08 3.00824e-06 -2.53937e-07 -1.90577e-06 7.06358e-08 6.32493e-09 9.62422e-08 -8.21412e-08 2.12788e-08 8.17591e-06 -1.33165e-07 -2.1959e-07 -5.30321e-06
internal_weight=0 3100 3080 3058 66 44 2992 2967 2946 2920 2899 97 2802 2763 45 77 44 2718 197 2521 175 153 2499 2471 2447 2421 45 2376 2353 71
internal_count=3121 3100 3080 3058 66 44 2992 2967 2946 2920 2899 97 2802 2763 45 77 44 2718 197 2521 175 153 2499 2471 2447 2421 45 2376 2353 71
is_linear=0
shrinkage=0.1


Tree=5444
num_leaves=31
num_cat=0
split_feature=11 142 147 147 483 479 481 160 159 481 481 484 43 1456 2 1456 1456 0 1456 3 160 483 42 3 4 481 2 1210 399 2
split_gain=1.4038e-07 1.61925e-07 1.98403e-07 1.94962e-07 1.61746e-07 2.24662e-07 2.53609e-07 2.32745e-07 1.85407e-07 3.11723e-07 4.10927e-07 2.02087e-06 1.73812e-06 1.95589e-07 1.17632e-06 6.72119e-07 4.11407e-07 1.34561e-06 3.07291e-07 4.41131e-07 3.71539e-07 2.37833e-07 5.39743e-07 7.6762e-07 5.19514e-07 3.16888e-07 2.92494e-07 1.80354e-06 8.3138e-07 8.02051e-07
threshold=-0.072629999999999986 -0.057499999999999989 0.099730000000000027 0.093875000000000014 -0.47181499999999993 0.10769500000000001 0.11244000000000001 -0.52800499999999995 0.14765500000000001 -0.15265499999999996 -0.086484999999999992 -0.081614999999999979 -0.025214999999999998 0.085755000000000012 0.084985000000000019 0.084805000000000019 0.0058550000000000008 -0.087794999999999998 0.11510000000000002 -0.082234999999999989 -0.081639999999999976 0.10083000000000002 0.096610000000000015 -0.076234999999999983 -0.0078799999999999981 -0.079764999999999989 0.084755000000000011 -0.14175499999999996 0.091580000000000009 0.084985000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 -7 9 -6 11 12 -11 15 -15 16 21 -18 19 -16 -21 25 23 24 -23 -12 27 -27 -29 -28
right_child=1 2 -4 -5 5 7 -8 -9 -10 10 13 -13 -14 14 18 -17 17 -19 -20 20 -22 22 -24 -25 -26 26 29 28 -30 -31
leaf_value=-8.1485010837024603e-06 -8.4934813747333294e-06 7.4093825116960946e-06 7.4964889689807845e-06 -8.5933612703788999e-06 -1.189080423335492e-05 2.1387560991570356e-07 1.1081090113813324e-05 -1.504210555822283e-05 7.505522454597336e-06 -2.5907959052347e-05 -1.1297743600152899e-05 3.3337342028971764e-05 1.5283481947595387e-05 -2.6216920632577969e-05 4.9612391244914359e-06 1.8331161380729101e-05 8.0110283999515342e-06 -2.7787529082464364e-05 8.0381428153272928e-06 -1.7634282422867338e-07 -1.8389834826848529e-05 1.9451375493934557e-05 1.8740141688960485e-05 -1.3737130166191493e-05 -1.6187112778425216e-06 2.9163157745168306e-05 -1.5725309559542211e-05 1.891961175879167e-07 1.8714770852966468e-05 -4.2560199018387605e-07
leaf_weight=21 22 30 36 26 22 20 21 20 33 20 25 21 21 20 36 20 21 21 34 21 24 22 22 24 25 23 35 781 25 1629
leaf_count=21 22 30 36 26 22 20 21 20 33 20 25 21 21 20 36 20 21 21 34 21 24 22 22 24 25 23 35 781 25 1629
internal_value=0 5.51923e-08 1.16294e-07 2.89543e-08 1.03285e-07 2.98811e-08 1.30954e-07 -7.41411e-06 5.23373e-08 -3.27094e-08 5.81889e-08 8.11094e-06 -4.8099e-06 -1.19614e-07 -3.83331e-06 6.79462e-08 -6.97335e-08 -9.88825e-06 5.94976e-08 -3.28956e-06 -9.89021e-06 8.82051e-08 5.05435e-06 8.13681e-07 8.24388e-06 -9.52149e-08 1.7125e-08 1.55173e-06 7.63811e-07 -7.47411e-07
internal_weight=0 3100 3078 3042 3016 2986 2946 40 2925 2892 2870 62 41 2808 135 2673 2653 42 115 81 45 2611 93 71 47 2518 2493 829 806 1664
internal_count=3121 3100 3078 3042 3016 2986 2946 40 2925 2892 2870 62 41 2808 135 2673 2653 42 115 81 45 2611 93 71 47 2518 2493 829 806 1664
is_linear=0
shrinkage=0.1


Tree=5445
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 4 10 16 15 34 39 9 2 44 158 43 1452 1455 16 1455 159 1456 50 50 159 50 133 0 49 49 1429
split_gain=1.36921e-07 9.23211e-07 4.74534e-07 1.31626e-07 2.462e-07 1.60463e-07 1.75891e-06 1.79056e-06 1.84502e-07 1.16645e-06 3.13645e-07 3.02592e-07 1.88548e-07 6.92648e-07 1.54808e-07 1.42431e-07 1.83148e-07 5.12039e-07 6.52807e-07 7.382e-07 3.10011e-07 1.84928e-07 4.59284e-07 3.14769e-07 2.97218e-07 5.8233e-07 3.69154e-07 2.66244e-07 9.49961e-07 6.03571e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 -0.094549999999999981 -0.057544999999999992 0.089790000000000023 0.088235000000000022 -1.0000000180025095e-35 0.099360000000000018 -0.47356499999999996 -0.080084999999999976 -0.069739999999999983 -0.037084999999999993 0.26676500000000009 -0.097209999999999977 -0.010449999999999999 0.12676500000000004 0.11657000000000002 0.11219500000000002 -0.45371999999999996 0.11863000000000001 0.12599500000000005 -0.074229999999999977 0.088930000000000009 0.092185000000000017 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -3 9 -7 11 -10 13 -13 -9 -15 17 18 -17 -20 21 22 23 -18 -23 26 -26 -25 -29 -30
right_child=1 3 -4 -5 -6 8 -8 14 10 -11 -12 12 -14 15 -16 16 20 -19 19 -21 -22 24 -24 27 25 -27 -28 28 29 -31
leaf_value=-6.370722567765173e-07 2.1074419065111478e-05 -3.1888681145385914e-05 -1.4563191697090719e-05 -7.5038426965203035e-06 1.0177226048805704e-05 1.8598513362988459e-05 1.5100260847158566e-05 -5.4743433247494982e-06 9.8227674499185024e-06 -9.6244615162032901e-06 -9.1136237166530331e-06 1.6694880614522844e-05 -7.8429717632388932e-06 -6.4607352562555166e-06 6.9678604199907578e-06 -9.1007445941638286e-06 -1.2240992994823805e-05 1.8556222225925016e-05 2.247693384041278e-05 -3.4552990339010571e-06 -1.1935917731617256e-05 1.2899687994326492e-05 -1.1602261609888437e-05 5.035823095251271e-07 1.6045679306419493e-06 -1.1964659324803507e-05 1.6626986443194862e-05 -1.8984917925024548e-05 -2.3362200363221821e-06 1.3420729040565979e-05
leaf_weight=194 21 29 28 23 24 32 33 20 32 27 37 25 30 34 20 37 21 20 21 23 22 27 35 1882 74 26 21 32 244 27
leaf_count=194 21 29 28 23 24 32 33 20 32 27 37 25 30 34 20 37 21 20 21 23 22 27 35 1882 74 26 21 32 244 27
internal_value=0 1.83284e-07 -2.39352e-06 3.08474e-08 9.15471e-08 6.04509e-09 -3.88816e-06 -1.29696e-05 1.51596e-07 5.68291e-06 2.93687e-08 1.5785e-07 3.89427e-08 1.30914e-07 7.46759e-07 -3.17333e-08 5.52835e-08 4.22713e-06 6.89089e-07 8.92145e-06 -1.19481e-07 -1.06648e-08 -2.36766e-07 -5.64435e-08 3.41294e-06 1.29606e-06 4.92531e-06 6.0662e-08 -2.69041e-06 -7.6634e-07
internal_weight=0 2899 222 2878 2855 2831 102 69 2729 59 2670 2633 2601 2571 40 2546 2512 101 81 44 2411 2389 2241 2206 148 121 95 2185 303 271
internal_count=3121 2899 222 2878 2855 2831 102 69 2729 59 2670 2633 2601 2571 40 2546 2512 101 81 44 2411 2389 2241 2206 148 121 95 2185 303 271
is_linear=0
shrinkage=0.1


Tree=5446
num_leaves=31
num_cat=0
split_feature=46 46 47 0 15 47 47 0 47 34 1428 157 34 39 11 154 131 12 1210 1210 12 50 0 13 403 0 0 11 1209 43
split_gain=1.47397e-07 1.75024e-07 1.49888e-07 1.08094e-06 3.99276e-06 1.19094e-06 4.51516e-07 2.62881e-06 5.15756e-07 2.83149e-07 2.32143e-07 2.85193e-07 2.2563e-07 9.21692e-07 4.56694e-07 1.93224e-07 1.94817e-07 2.09905e-07 8.77659e-07 8.56293e-07 6.7845e-07 1.01699e-06 8.3563e-07 1.75736e-06 1.80552e-06 8.58619e-07 8.35968e-07 5.35286e-07 4.78265e-07 1.2873e-06
threshold=0.10987500000000001 0.083550000000000013 0.092165000000000011 -0.10224499999999999 -0.11033999999999998 0.09550500000000002 0.078875000000000015 -0.097734999999999989 0.089640000000000011 -0.112215 -0.071779999999999997 0.63397500000000007 -0.057544999999999992 0.089790000000000023 -1.0000000180025095e-35 0.084190000000000001 0.13767000000000004 0.092355000000000007 -0.13847499999999999 -0.064799999999999983 0.090455000000000021 -0.22852999999999998 -0.080604999999999996 -0.081029999999999977 -0.014954999999999998 -0.060129999999999996 -0.074479999999999977 0.086080000000000018 -0.077874999999999986 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -5 9 -8 -9 -1 -11 12 13 -12 -14 16 17 20 -19 -20 21 -16 23 -22 -25 26 -24 28 29 -23
right_child=-2 -3 3 5 -6 -7 7 8 -10 10 11 -13 14 -15 15 -17 -18 18 19 -21 22 27 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.037189739900686e-05 8.1563681936296984e-06 -7.9283420689080241e-06 1.3608254597596082e-06 2.3517436440298217e-05 -4.9528504513589377e-05 -9.4873564023054355e-07 3.9187786223919834e-05 3.5076247404361996e-06 -1.5493150021939074e-05 -1.0357277261348264e-05 1.6089994159227825e-05 1.2094497615180444e-05 -1.438340141248773e-05 -8.7652379779683539e-06 2.1629812098663852e-05 -9.2434908682745039e-06 -9.421775012881318e-06 1.9029284788172977e-05 -1.9419132545408502e-05 1.5702998630627997e-06 -2.0135086216604188e-05 -3.0393904624713374e-06 -1.1399829687174394e-05 -8.7399138618156251e-06 2.7263872616458688e-05 3.0499061159346078e-06 -3.702856236486696e-05 -1.5509764158526776e-05 -1.2701196432637384e-07 2.9501514691219197e-05
leaf_weight=26 22 28 58 22 21 208 20 50 20 21 37 20 22 25 22 22 21 28 20 690 28 31 35 26 30 21 20 22 1485 20
leaf_count=26 22 28 58 22 21 208 20 50 20 21 37 20 22 25 22 22 21 28 20 690 28 31 35 26 30 21 20 22 1485 20
internal_value=0 -5.78947e-08 1.38645e-08 -2.07484e-06 -1.21667e-05 1.39151e-06 2.47539e-07 7.21416e-06 -1.92117e-06 1.28848e-08 1.14927e-07 1.98705e-07 1.07374e-07 6.06772e-06 -3.79428e-08 8.72457e-08 1.69389e-07 2.5067e-07 1.66388e-06 9.79048e-07 -3.48726e-07 2.79644e-07 -6.55388e-06 3.20191e-07 1.05478e-05 -1.41515e-05 -2.07194e-05 -2.18347e-08 1.99998e-07 9.72175e-06
internal_weight=0 3099 3071 309 79 230 2762 90 70 2672 2646 2625 2605 62 2543 2521 2499 2478 738 710 1740 1580 160 84 56 76 55 1558 1536 51
internal_count=3121 3099 3071 309 79 230 2762 90 70 2672 2646 2625 2605 62 2543 2521 2499 2478 738 710 1740 1580 160 84 56 76 55 1558 1536 51
is_linear=0
shrinkage=0.1


Tree=5447
num_leaves=31
num_cat=0
split_feature=46 44 1428 473 471 97 374 120 13 121 39 13 13 1 16 0 11 33 376 49 40 124 47 47 47 156 157 2 0 49
split_gain=1.35957e-07 5.44951e-07 1.96615e-07 3.20591e-07 1.94693e-07 1.88206e-07 3.63107e-07 2.70573e-07 2.53089e-07 1.78043e-06 1.19928e-06 2.71322e-07 3.59216e-07 5.22538e-07 5.49487e-07 2.75359e-07 3.17456e-07 5.34761e-07 3.22881e-07 3.96495e-07 3.49857e-07 5.61247e-07 2.98477e-07 2.00452e-06 1.78817e-06 2.84367e-07 3.66412e-07 3.21308e-07 4.5681e-07 2.7853e-07
threshold=0.084955000000000017 0.10049500000000001 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 -0.086464999999999986 0.08987500000000001 0.090440000000000006 0.24813000000000004 -0.085749999999999979 0.092440000000000008 0.19762500000000002 0.11217000000000001 0.077565000000000009 0.0057500000000000008 0.16094000000000003 -0.011194999999999998 -0.009184999999999997 0.083705000000000016 -0.080604999999999982 -0.083564999999999987 0.0026500000000000004 0.094160000000000008 0.090100000000000013 0.098995000000000014 0.11538000000000002 -0.0041249999999999993 0.121465 -0.24955499999999997 -0.015259999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 7 8 9 -7 -10 12 15 14 -14 16 -11 -18 20 -20 21 -19 23 25 -24 27 -27 28 -22 -26
right_child=1 -3 3 4 5 6 -8 -9 10 11 -12 -13 13 -15 -16 -17 17 18 19 -21 22 -23 24 -25 29 26 -28 -29 -30 -31
leaf_value=-7.8792158312523949e-06 1.784887729854745e-05 -3.9297733935570626e-06 1.2619507078852621e-05 -9.4560813522548418e-06 -9.0255329694074405e-06 2.9920694773863941e-05 1.0821480810268588e-05 -1.1649760881482508e-05 8.3198631413424302e-07 1.1964913598851787e-05 -2.6807210680033223e-05 -1.0392996598966421e-05 2.6107000794581834e-05 -4.5874893875525631e-06 2.946608306263529e-06 -9.7949671945916013e-06 -1.4653747337433742e-05 -1.9322270687401519e-05 1.5274343507674833e-05 1.3759861908860889e-06 1.4411639656166452e-05 3.359803049534094e-06 2.2930547397255656e-05 -2.7452310449141943e-05 9.109569632178485e-06 1.2720348231363088e-05 -1.3736626455543695e-06 -4.7311607504250782e-06 -7.7022107605569362e-08 -2.0083398112547003e-06
leaf_weight=32 20 27 20 22 23 20 31 20 73 22 20 25 20 23 21 29 25 24 30 65 22 20 39 27 26 39 35 149 2003 169
leaf_count=32 20 27 20 22 23 20 31 20 73 22 20 25 20 23 21 29 25 24 30 65 22 20 39 27 26 39 35 149 2003 169
internal_value=0 5.33774e-06 -8.16122e-08 4.13872e-10 -8.3101e-08 -1.43658e-08 5.52536e-08 -5.80367e-08 2.11959e-08 1.89703e-07 -5.11193e-06 -2.16799e-08 7.13197e-08 7.47666e-06 1.42444e-05 -1.02668e-07 1.62782e-09 -9.68354e-08 4.05976e-08 5.76494e-06 -1.72412e-07 -9.01224e-06 -1.73888e-08 -3.67191e-07 3.38346e-06 -4.18802e-08 6.05426e-06 -2.49385e-07 8.03856e-08 -5.25952e-07
internal_weight=0 47 3074 3042 3022 3000 2977 2946 2926 2833 93 2813 2788 64 41 2724 2695 2673 2648 95 2553 44 2509 2275 234 2248 74 2174 2025 195
internal_count=3121 47 3074 3042 3022 3000 2977 2946 2926 2833 93 2813 2788 64 41 2724 2695 2673 2648 95 2553 44 2509 2275 234 2248 74 2174 2025 195
is_linear=0
shrinkage=0.1


Tree=5448
num_leaves=31
num_cat=0
split_feature=130 12 130 394 1204 1203 1176 376 40 15 156 156 156 156 16 156 4 475 157 52 156 157 51 1 3 1371 123 123 40 42
split_gain=1.3254e-07 3.02927e-07 1.40223e-07 3.80247e-07 1.7694e-07 2.12488e-07 1.77808e-07 1.50496e-07 3.78505e-07 5.89398e-07 1.68527e-07 6.88917e-07 6.34751e-07 6.12293e-07 1.95461e-06 5.82566e-07 5.77183e-07 5.55005e-07 6.56233e-07 1.63094e-06 5.16096e-07 4.70977e-07 7.75679e-07 4.45831e-07 4.43433e-07 3.49693e-07 2.30472e-07 5.62345e-07 4.15281e-07 3.36898e-07
threshold=-0.23647499999999996 0.23631000000000002 -0.098119999999999985 0.013605000000000001 0.058775000000000008 -1.0000000180025095e-35 0.087330000000000019 0.086445000000000008 -0.049474999999999998 -0.41396999999999995 0.089090000000000016 0.089950000000000016 0.091255000000000017 0.08759500000000002 -0.0087049999999999992 0.092385000000000009 -0.50690499999999983 0.016915000000000003 -0.0062799999999999991 -0.077024999999999996 0.086945000000000008 0.10645500000000001 -0.12463499999999998 0.099990000000000009 -0.07793499999999999 0.081810000000000008 0.08592000000000001 0.087755000000000014 -0.07632499999999999 0.093655000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 10 9 -9 13 -12 -13 20 -15 -14 -17 18 19 -18 25 -20 24 -19 -23 26 -7 -28 29 -29
right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 11 12 15 14 -16 16 17 23 21 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-8.1145151898454057e-06 -5.4514823301708917e-06 1.1744951060873891e-05 9.378242884849898e-06 1.1255261548891819e-05 -8.9943328951201025e-06 -1.1561215144785669e-07 8.8873049952036869e-06 -5.1589887175396147e-06 -6.6316496842140939e-06 1.6251772859100635e-05 1.9898724312952255e-05 -1.4521794751090056e-05 1.8557666435299326e-05 -2.9212658565873948e-05 9.6781920751354288e-06 -1.4644986202421768e-05 3.4512474501918244e-05 -1.8886742591348596e-05 -1.1145688468757491e-05 2.9502731408115324e-06 1.2737683446175652e-05 6.4140214027204263e-06 1.9106227775657981e-05 2.2279763652477413e-06 -1.3901465891566741e-05 -1.0843581270592041e-05 -1.9123605571539057e-05 -2.0610420368470705e-06 -1.0738944193094383e-05 1.4387046071533405e-05
leaf_weight=20 47 22 24 30 22 2328 22 20 23 36 20 25 20 28 24 22 22 20 31 64 30 21 22 20 22 32 22 33 29 20
leaf_count=20 47 22 24 30 22 2328 22 20 23 36 20 25 20 28 24 22 22 20 31 64 30 21 22 20 22 32 22 33 29 20
internal_value=0 5.23347e-08 -3.12111e-08 5.28103e-08 -5.91396e-08 6.82489e-09 -6.92624e-08 -1.36421e-07 4.16906e-06 8.60507e-06 -2.55557e-07 1.94981e-06 7.07676e-07 -5.23216e-07 -1.1263e-05 2.14986e-06 8.04958e-07 2.33603e-06 4.68008e-06 1.10243e-05 -2.99291e-07 -1.0033e-06 3.83383e-06 -8.32938e-06 -3.97995e-06 -4.5802e-07 -3.21368e-07 -4.92714e-06 -1.11833e-06 4.14578e-06
internal_weight=0 3101 3079 3032 3002 2980 2956 2934 79 56 2855 309 289 2546 52 264 244 222 182 86 2494 96 65 40 43 2464 2432 104 82 53
internal_count=3121 3101 3079 3032 3002 2980 2956 2934 79 56 2855 309 289 2546 52 264 244 222 182 86 2494 96 65 40 43 2464 2432 104 82 53
is_linear=0
shrinkage=0.1


Tree=5449
num_leaves=31
num_cat=0
split_feature=12 130 2 46 1456 13 52 47 47 9 97 47 10 47 49 34 9 3 124 1446 1 49 49 12 133 49 457 3 51 1210
split_gain=1.4992e-07 2.46237e-07 1.41941e-07 1.60997e-07 1.8711e-07 3.62713e-07 1.76324e-07 1.68687e-07 1.01704e-06 4.87183e-07 2.05502e-06 5.60302e-07 5.05897e-07 2.59723e-07 2.53973e-07 2.40383e-07 2.39857e-07 5.64435e-07 2.22787e-07 2.01601e-07 4.02025e-07 1.76336e-07 4.94673e-07 3.67597e-07 5.04607e-07 3.24867e-07 1.24301e-06 2.57042e-07 6.21156e-07 5.84948e-07
threshold=0.23631000000000002 -0.22461999999999996 0.25063000000000007 0.084955000000000017 0.11585000000000002 -0.059629999999999996 0.14295500000000003 0.092165000000000011 0.096475000000000019 -0.013509999999999999 -0.071434999999999985 0.089640000000000011 -0.0087699999999999983 0.10019500000000002 -0.015259999999999998 -0.080814999999999984 0.08925000000000001 -0.014944999999999998 0.098110000000000017 0.10324000000000001 0.083135000000000014 -0.10774499999999999 -0.087004999999999985 0.08815000000000002 0.085195000000000007 -0.079429999999999987 0.032140000000000009 -0.094874999999999987 -0.44986999999999994 -0.080364999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -5 9 -9 10 12 15 -3 -10 -15 -11 18 -18 19 21 -21 23 -23 24 -17 26 -24 29 -29 -27
right_child=-2 2 -4 6 5 -7 -8 8 13 11 -12 -13 -14 14 -16 16 17 -19 -20 20 -22 22 25 -25 -26 27 -28 28 -30 -31
leaf_value=9.5678234097712682e-06 -8.0437715634774499e-06 5.7411984485611361e-06 -5.8683287733867657e-06 1.2386893881326117e-05 2.2008251149104169e-06 -1.6406337781518232e-05 -4.2369268027999038e-07 -1.7474025710390904e-05 8.4749767268021976e-06 -9.3333926018273759e-06 3.4790357443050707e-05 -1.4811212349741255e-05 -1.4233687774581735e-05 8.3700851755565979e-06 -2.3088050850264172e-06 2.408972661561122e-06 1.7307700428677192e-05 -4.4558434762042124e-06 9.9915928469430508e-06 -9.7328785423380931e-07 1.6946705831547401e-05 -1.1998252179442456e-05 2.6186586249175232e-05 -5.0054995771743374e-06 2.1707886165813761e-05 -1.3721908275825129e-05 -3.5408757097544507e-06 -1.6061323388455023e-05 -4.9325877988638332e-07 3.0657144936605799e-06
leaf_weight=27 23 32 41 22 22 20 21 38 32 26 21 25 21 25 204 42 26 22 23 31 21 35 22 29 20 22 39 26 1796 367
leaf_count=27 23 32 41 22 22 20 21 38 32 26 21 25 21 25 204 42 26 22 23 31 21 35 22 29 20 22 39 26 1796 367
internal_value=0 5.97223e-08 -2.38722e-08 5.52112e-08 -3.22478e-08 -6.65973e-06 6.13056e-06 6.22697e-08 -2.18916e-06 3.16683e-07 8.31633e-06 8.65217e-08 -2.17338e-06 3.62266e-08 -1.14299e-06 2.3275e-07 3.31409e-07 7.33274e-06 1.95516e-07 1.03553e-07 6.26363e-06 -3.00271e-08 -2.00338e-07 4.28764e-06 8.63443e-06 -1.85921e-08 7.1805e-06 -2.1721e-07 -7.15416e-07 2.11629e-06
internal_weight=0 3098 3071 3030 2987 42 43 2945 299 2646 74 2572 53 261 229 2547 2521 48 2473 2450 52 2398 2307 91 62 2272 61 2211 1822 389
internal_count=3121 3098 3071 3030 2987 42 43 2945 299 2646 74 2572 53 261 229 2547 2521 48 2473 2450 52 2398 2307 91 62 2272 61 2211 1822 389
is_linear=0
shrinkage=0.1


Tree=5450
num_leaves=31
num_cat=0
split_feature=11 130 2 1 12 9 10 2 43 1 16 2 147 148 148 147 130 132 1186 393 52 4 15 2 2 48 1 1 0 1
split_gain=1.395e-07 1.3624e-07 2.82912e-07 1.42213e-07 4.4652e-07 4.31304e-07 4.21674e-07 3.12633e-07 2.8834e-07 4.917e-07 2.86433e-07 2.17155e-07 1.65571e-07 6.13299e-07 2.73144e-07 1.94904e-07 1.60104e-07 1.5007e-07 3.45793e-06 2.10066e-06 3.57194e-07 2.33878e-07 2.97182e-07 2.15358e-07 3.85697e-07 1.59942e-07 4.90254e-07 1.48587e-06 5.72815e-07 3.80189e-07
threshold=-0.072629999999999986 -0.23647499999999996 0.31765000000000004 0.13686500000000004 0.11418000000000002 0.092890000000000014 0.053330000000000009 -0.080614999999999978 -0.074974999999999986 0.14326500000000003 -0.074319999999999983 0.14838000000000004 0.095485000000000014 -0.068554999999999991 -0.098399999999999974 0.090830000000000008 -0.14628999999999995 -0.083284999999999984 0.0044650000000000011 0.11333500000000001 0.10347000000000002 -0.069999999999999993 0.084905000000000022 0.10188000000000001 0.089725000000000013 0.10697000000000002 0.10205500000000002 0.11103500000000001 -0.074229999999999977 0.12456000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 8 6 7 -3 -5 10 -10 -11 14 -14 -9 16 -16 18 20 25 21 22 -18 24 -23 -19 28 -28 -27 -29
right_child=1 2 -4 4 -6 -7 -8 12 9 11 -12 -13 13 -15 15 -17 17 19 -20 -21 -22 23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-8.1228982404960955e-06 -8.1717870216380103e-06 9.4451732568106522e-06 1.1407905101505508e-05 9.3928333191560459e-06 -1.6171427614608546e-05 1.1907980185623598e-05 -1.0705586838513329e-05 -1.004296380381641e-05 -1.9457607240405024e-05 9.8068261580080554e-06 -2.7359643172530924e-06 -3.1176593928159069e-06 1.8178049818247517e-05 -4.5079934352543207e-06 -7.9735452454769995e-06 9.9002079650745148e-06 4.5164865912825228e-07 -5.5955886628019905e-08 4.1082683167457749e-05 -3.0225848209026839e-05 -1.291270674482803e-05 2.205996186394505e-07 -1.3689336337748777e-05 -4.2442031039732128e-06 1.6497876628325989e-05 -1.1444448170680386e-05 3.0650738467970354e-05 -7.9714567085641747e-06 9.446467317632466e-06 8.6816586644999919e-06
leaf_weight=21 20 36 22 23 22 31 36 27 21 26 20 26 22 26 25 20 42 2343 21 23 25 37 23 26 24 35 22 29 21 26
leaf_count=21 20 36 22 23 22 31 36 27 21 26 20 26 22 26 25 20 42 2343 21 23 25 37 23 26 24 35 22 29 21 26
internal_value=0 5.50199e-08 1.08441e-07 2.71496e-08 -3.10976e-06 1.75401e-07 4.95061e-08 1.85217e-07 -6.32548e-07 -3.11194e-06 -1.13007e-05 3.34458e-06 6.6879e-08 5.88978e-06 -3.40597e-08 6.44963e-08 -7.772e-09 6.60672e-08 2.71614e-06 -1.43902e-07 -1.83583e-06 -1.39707e-08 -4.55208e-06 3.37657e-06 6.62477e-06 1.35534e-07 3.50893e-06 8.68659e-06 -3.61035e-06 -9.90749e-08
internal_weight=0 3100 3080 3058 138 2920 2889 2853 116 93 41 52 2817 48 2769 2742 2722 2697 198 2499 177 152 65 87 61 2476 133 77 56 55
internal_count=3121 3100 3080 3058 138 2920 2889 2853 116 93 41 52 2817 48 2769 2742 2722 2697 198 2499 177 152 65 87 61 2476 133 77 56 55
is_linear=0
shrinkage=0.1


Tree=5451
num_leaves=31
num_cat=0
split_feature=33 3 34 97 9 1 40 9 44 472 1 15 156 475 157 2 154 15 2 43 15 15 43 15 1 1 1 49 42 15
split_gain=1.36895e-07 3.38761e-07 2.9608e-07 1.29321e-06 4.92579e-07 8.12918e-07 3.29436e-07 2.60107e-07 1.74558e-07 5.00966e-07 1.32279e-07 4.903e-07 1.33657e-07 3.07177e-07 4.62277e-07 2.99497e-07 2.50229e-07 1.54126e-07 8.02215e-07 1.85875e-06 6.00487e-07 5.61844e-07 1.79816e-06 4.73579e-07 3.60707e-07 1.50149e-06 1.2178e-06 5.5828e-07 7.6311e-07 8.26381e-07
threshold=0.085305000000000006 -0.0049599999999999991 -0.057544999999999992 -0.063039999999999985 0.091600000000000015 0.12205500000000001 -0.082294999999999993 0.081890000000000004 0.099360000000000018 0.087430000000000022 0.16540500000000002 -0.56020999999999987 0.3248100000000001 0.051590000000000004 -0.09521499999999998 0.090425000000000019 0.084190000000000001 -0.10203999999999998 0.081135000000000013 -0.0095349999999999983 -0.11033999999999998 -0.096999999999999989 -0.0095349999999999983 -0.12255999999999999 0.10684 0.10508500000000001 0.10752500000000002 -0.045154999999999994 0.094365000000000018 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 7 -6 -1 8 9 10 11 -4 13 16 15 -15 17 18 19 -13 23 22 -19 -20 25 -23 -26 -28 29 -29
right_child=1 -3 4 -5 5 -7 -8 -9 -10 -11 -12 12 -14 14 -16 -17 -18 21 20 -21 -22 24 -24 -25 26 -27 27 28 -30 -31
leaf_value=4.232411406676341e-06 -1.3390706217251137e-05 3.2422320202840641e-06 -1.4956411963463655e-05 2.6607785234360069e-05 -2.5438136190132355e-05 2.1281774351060132e-06 -1.24504200721276e-05 1.1176786834507117e-05 -7.4564258965430729e-06 1.5476758607118904e-05 7.5288404648587034e-06 -2.0689452450521157e-06 -7.5622695041364866e-06 9.0082277459011742e-06 1.8676676865487191e-05 -7.6876462203688873e-06 -1.0942740759457507e-05 8.5569504125697462e-06 3.2320087878526978e-07 3.7287913710315482e-05 -1.3644288014018397e-05 2.8354093353814817e-08 -2.7964313087837569e-05 1.5205474315023267e-05 -2.7358918123354671e-05 2.1862229374391973e-05 3.9722690683383271e-06 -1.8887217113430936e-05 6.7357389498008132e-06 1.2706434779719337e-06
leaf_weight=29 25 24 22 22 20 23 20 21 31 21 23 30 23 22 22 21 21 26 304 20 29 2001 28 23 20 32 99 53 33 33
leaf_count=29 25 24 22 22 20 23 20 21 31 21 23 30 23 22 22 21 21 26 304 20 29 2001 28 23 20 32 99 53 33 33
internal_value=0 -5.24396e-06 8.36393e-08 6.46624e-06 -6.73651e-08 -1.06934e-05 -2.57691e-06 8.71034e-08 7.81046e-09 8.74358e-08 -2.45835e-08 -8.52854e-08 2.99135e-08 9.19015e-08 6.88657e-06 8.54429e-07 -6.85831e-08 1.50336e-08 1.81277e-06 1.36738e-05 1.46895e-07 -2.98894e-07 -1.038e-05 1.36997e-06 -5.91844e-08 3.72026e-07 -3.74259e-06 -1.57595e-06 -6.1917e-06 -1.11522e-05
internal_weight=0 49 3072 71 3001 43 49 2958 2937 2906 2885 2862 2840 2817 65 43 2752 2731 406 50 356 2325 54 327 2271 2033 238 218 119 86
internal_count=3121 49 3072 71 3001 43 49 2958 2937 2906 2885 2862 2840 2817 65 43 2752 2731 406 50 356 2325 54 327 2271 2033 238 218 119 86
is_linear=0
shrinkage=0.1


Tree=5452
num_leaves=31
num_cat=0
split_feature=10 4 0 1 1 97 34 9 16 2 45 132 1185 1203 1208 1208 402 1209 401 16 16 52 1209 403 0 0 16 1 51 155
split_gain=1.38537e-07 1.44331e-06 3.56483e-06 2.61994e-06 1.82844e-07 1.81071e-07 6.83695e-07 2.70764e-07 5.44539e-07 2.20449e-07 1.62565e-07 1.30502e-07 7.83978e-07 4.35565e-07 1.34916e-07 3.47976e-07 3.01152e-07 4.05387e-07 1.59966e-07 8.27145e-07 1.24935e-06 6.53616e-07 3.12637e-07 3.56719e-07 2.70512e-06 1.64016e-07 1.63684e-07 7.08873e-07 1.55503e-06 4.4276e-07
threshold=-0.011559999999999999 0.053180000000000012 -0.10151999999999999 0.10124500000000002 0.12408500000000001 -0.084639999999999979 -0.057544999999999992 0.088235000000000022 -0.39185999999999993 -1.0000000180025095e-35 0.094030000000000016 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11531000000000001 0.10233500000000001 0.23460000000000003 0.10656 0.10022000000000002 -0.092484999999999984 -0.08595499999999999 0.084960000000000022 -0.087714999999999987 -0.52800499999999995 -0.086234999999999992 -0.077999999999999986 0.62682500000000008 0.10672000000000002 -0.11063499999999998 0.11854500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -2 -7 9 -9 -8 11 13 -13 -11 15 16 17 18 22 -20 -21 25 -14 24 -24 -22 29 28 -28 -25
right_child=5 2 -4 4 -6 6 7 8 -10 10 -12 12 14 -15 -16 -17 -18 -19 19 20 21 -23 23 26 -26 -27 27 -29 -30 -31
leaf_value=-4.3850697725247304e-05 -8.5179502530507986e-06 3.9670190885358767e-05 -1.0911311274915199e-05 7.2381041672997529e-06 -6.2838829171596444e-06 1.3356291725731586e-05 8.5342937748669834e-06 2.8727841946301458e-06 -1.9399626470809987e-05 -4.9481229837056161e-07 -6.7174998834421522e-06 1.9579756831046239e-05 1.2753884966514306e-05 -1.3854584262519763e-05 -6.851931391154224e-06 1.0616731597679064e-05 -9.6726645405132955e-06 1.4424502422372143e-05 -2.046533743692714e-05 1.9232755041160164e-05 -5.6717847809295567e-06 -2.0727654042606119e-05 1.4509525275431e-05 3.7754543274818234e-07 -3.1560800678562374e-05 7.1350978942064108e-06 2.6848071654732794e-06 7.4689978977072643e-06 -3.3080221546697432e-05 1.2413121395448182e-05
leaf_weight=20 24 22 38 20 20 39 31 23 21 190 35 21 20 28 27 32 31 20 23 26 20 22 26 2182 25 20 31 33 20 31
leaf_count=20 24 22 38 20 20 39 31 23 21 190 35 21 20 28 27 32 31 20 23 26 20 22 26 2182 25 20 31 33 20 31
internal_value=0 -3.33179e-06 7.63524e-06 -1.42988e-05 4.77111e-07 1.3323e-07 2.02975e-07 2.8373e-08 -7.75723e-06 1.46744e-07 5.59256e-08 1.39755e-07 3.36081e-07 -2.21075e-06 1.7999e-07 2.54097e-07 1.23028e-07 2.44544e-07 1.30143e-07 -3.58012e-06 8.33063e-07 -6.88294e-06 3.04062e-07 1.98015e-07 -8.07397e-06 7.31657e-07 3.81677e-07 -3.95117e-06 -1.13407e-05 5.46141e-07
internal_weight=0 120 60 60 40 3001 2977 2938 44 2894 2863 2828 2610 218 2589 2562 2530 2499 2479 111 88 62 2368 2348 51 40 2297 84 51 2213
internal_count=3121 120 60 60 40 3001 2977 2938 44 2894 2863 2828 2610 218 2589 2562 2530 2499 2479 111 88 62 2368 2348 51 40 2297 84 51 2213
is_linear=0
shrinkage=0.1


Tree=5453
num_leaves=31
num_cat=0
split_feature=46 46 1428 1452 132 1203 1185 50 2 2 472 16 2 16 160 0 2 2 159 4 133 2 3 15 3 2 2 2 16 2
split_gain=1.4216e-07 1.82019e-07 1.5803e-07 1.33911e-07 1.4047e-07 3.44598e-06 1.98065e-06 6.41878e-07 1.55526e-07 1.07418e-06 4.99822e-07 5.0214e-07 7.45484e-07 1.4002e-06 8.81892e-07 9.05037e-07 4.75647e-07 2.09223e-06 1.707e-06 1.9838e-06 1.86722e-06 1.64428e-06 1.36974e-06 2.07331e-06 1.16602e-06 1.15964e-06 7.91282e-07 1.41882e-06 1.39085e-06 1.36334e-06
threshold=0.10987500000000001 0.083550000000000013 -0.042789999999999995 0.11769000000000002 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.10584500000000001 0.10644500000000001 -0.080779999999999977 -0.5435399999999998 0.10981000000000002 -1.0000000180025095e-35 0.11205000000000002 -0.23001499999999997 0.096325000000000008 0.095195000000000016 0.10519500000000001 -0.072334999999999997 0.090445000000000011 0.10188000000000001 1.0000000180025095e-35 -0.015744999999999999 -0.076514999999999986 0.10136500000000002 0.094095000000000012 0.093320000000000014 -0.07550999999999998 0.092635000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -6 -4 16 -10 -11 -12 13 -13 15 -14 17 26 19 21 22 -18 23 -21 -19 -22 27 29 -28 -8
right_child=-2 -3 3 -5 6 -7 8 -9 9 10 11 12 14 -15 -16 -17 18 24 -20 20 25 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=6.3413416350718209e-06 8.0101670885245447e-06 -8.0830446677282449e-06 -6.0563550846381984e-08 7.0807706816384992e-06 -3.0204308843002019e-05 3.8926258940077591e-05 -9.3477683032063387e-08 -1.8971349001333236e-05 -2.3686296888280639e-05 1.2127497343342463e-05 1.1516014274093324e-05 3.8805935380350416e-06 -2.0987433700888094e-05 -2.493106637081616e-05 1.6942482360954508e-05 -6.4680743757513609e-07 3.332663070198448e-05 -5.2880762541462901e-06 -2.3755620732117676e-05 5.6870108411216727e-06 -2.5143035167535089e-05 2.6739536743510448e-06 -1.5057266618896394e-05 4.225389428029303e-05 -3.9026163921378264e-05 2.7378514984705434e-06 3.1576059113418029e-05 -1.9217355556496557e-05 -3.3865086000635833e-07 1.9573419386789386e-05
leaf_weight=39 22 28 175 26 22 23 1687 20 21 29 29 31 23 37 27 447 42 20 20 69 35 30 20 20 21 26 22 38 36 36
leaf_count=39 22 28 175 26 22 23 1687 20 21 29 29 31 23 37 27 447 42 20 20 69 35 30 20 20 21 26 22 38 36 36
internal_value=0 -5.68639e-08 1.63152e-08 -6.50423e-08 -1.26849e-07 2.31779e-06 -3.18001e-07 -2.00013e-06 -8.02935e-08 -1.44144e-06 -6.91615e-07 -1.31746e-06 -1.97617e-06 -1.17963e-05 -6.32569e-07 -1.6422e-06 3.32798e-07 -2.29109e-07 4.3219e-06 6.64236e-06 7.50084e-07 2.05547e-05 8.59024e-06 1.39043e-05 -2.25686e-05 -1.32594e-05 2.74419e-07 -1.04096e-07 1.17669e-05 3.17438e-07
internal_weight=0 3099 3071 3032 3006 218 2788 195 2766 644 623 594 565 68 497 470 2122 1860 262 242 170 72 109 89 41 61 1819 1761 58 1723
internal_count=3121 3099 3071 3032 3006 218 2788 195 2766 644 623 594 565 68 497 470 2122 1860 262 242 170 72 109 89 41 61 1819 1761 58 1723
is_linear=0
shrinkage=0.1


Tree=5454
num_leaves=31
num_cat=0
split_feature=156 475 46 44 474 151 16 49 151 447 150 151 457 12 457 1375 1375 1375 480 157 157 157 2 157 1 457 13 1374 481 0
split_gain=1.27558e-07 2.60817e-07 1.56023e-07 4.14318e-07 2.38965e-07 1.49367e-07 6.00989e-07 5.3594e-07 3.04913e-07 2.55615e-07 2.37788e-07 2.14163e-07 1.6964e-07 8.93463e-07 6.69793e-07 3.16231e-07 3.23779e-07 3.23457e-07 2.68212e-07 1.99339e-07 1.17866e-06 1.16094e-06 5.54132e-07 3.91073e-07 2.64817e-07 2.62434e-07 5.96772e-07 3.86286e-07 2.19006e-07 1.10228e-06
threshold=0.3248100000000001 0.13528000000000004 0.084955000000000017 0.10049500000000001 0.11568500000000002 0.10280000000000002 -0.083134999999999987 -0.015259999999999998 0.087340000000000015 0.10121000000000001 0.12244500000000001 0.06617000000000002 -0.087749999999999981 0.085055000000000006 -0.11028999999999999 0.089575000000000016 0.08517000000000001 0.08401500000000002 -0.095389999999999989 -0.087424999999999989 -0.090569999999999998 -0.086079999999999976 0.086000000000000007 -0.15034999999999996 0.081670000000000006 -0.0071649999999999995 -0.086254999999999984 -0.035729999999999991 -0.087424999999999989 -0.086554999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 8 -7 -8 9 10 11 12 13 14 -1 16 17 18 -14 20 22 -21 -20 24 -24 26 -23 -27 29 -29
right_child=-2 -3 3 -5 -6 6 7 -9 -10 -11 -12 -13 15 -15 -16 -17 -18 -19 19 21 -22 25 23 -25 -26 27 -28 28 -30 -31
leaf_value=-1.2717300402679637e-06 -7.419646847309828e-06 1.116168100668888e-05 1.6580313085796662e-05 -2.5641821226739783e-06 -9.8448486128290834e-06 -7.5760402799979997e-06 1.8951491537952663e-05 -1.7389180443604434e-06 -1.1369218119246701e-05 1.1214978703719682e-05 -8.7016438222065072e-06 1.0278511958858872e-05 1.0909942407331323e-05 8.6667843788745823e-06 -2.6239722906625089e-05 1.1214896094315918e-05 -1.2452455380948128e-05 1.2088611682966902e-05 1.1434429331913521e-05 2.2390799518768252e-05 -2.4544766053781052e-05 -2.0809103563408375e-05 4.21782317310069e-06 -1.5845745855629156e-05 -9.6600133559832105e-06 1.3483013359897692e-05 5.3172697526430345e-07 8.9210586216163043e-06 9.159176854956025e-09 -1.8998984324430388e-05
leaf_weight=21 23 21 20 26 25 28 31 21 24 20 32 20 22 29 22 25 21 22 32 23 23 20 44 21 20 21 38 26 2369 31
leaf_count=21 23 21 20 26 25 28 31 21 24 20 32 20 22 29 22 25 21 22 32 23 23 20 44 21 20 21 38 26 2369 31
internal_value=0 5.50809e-08 -2.07197e-08 5.75951e-06 -1.08443e-07 -2.74687e-08 4.23562e-06 1.05957e-05 -1.44026e-07 -5.11921e-08 -1.29375e-07 -3.31251e-08 -1.05999e-07 -4.89783e-06 -1.40461e-05 1.9096e-08 -8.33171e-08 1.24616e-08 -8.63024e-08 -1.76976e-07 -3.85003e-06 2.64368e-08 2.18163e-07 -4.00443e-06 -1.19001e-07 -1.78905e-07 -6.82718e-06 -2.13239e-08 -1.3822e-07 -6.26353e-06
internal_weight=0 3098 3077 46 3031 3006 80 52 2926 2902 2882 2850 2830 72 43 2758 2733 2712 2690 2668 140 2528 117 85 64 2505 58 2447 2426 57
internal_count=3121 3098 3077 46 3031 3006 80 52 2926 2902 2882 2850 2830 72 43 2758 2733 2712 2690 2668 140 2528 117 85 64 2505 58 2447 2426 57
is_linear=0
shrinkage=0.1


Tree=5455
num_leaves=31
num_cat=0
split_feature=1429 156 1425 52 3 50 132 42 42 1211 50 1186 49 2 160 48 50 50 50 4 12 4 1 1452 43 52 130 130 130 51
split_gain=1.39313e-07 3.68964e-07 2.13699e-07 2.07576e-07 4.20945e-07 1.31346e-07 3.74464e-06 2.43746e-06 3.39239e-06 1.73405e-06 4.2727e-07 3.328e-07 2.65487e-07 7.9882e-07 1.33168e-06 5.27949e-07 4.74744e-07 3.0839e-07 5.7526e-07 5.19045e-07 3.57761e-07 3.45998e-07 3.52023e-07 2.08056e-07 1.84159e-07 5.45959e-07 4.56047e-07 2.78832e-07 2.23596e-07 2.00628e-07
threshold=-0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.55692499999999978 -0.086274999999999977 0.096900000000000014 -0.083284999999999984 -0.021469999999999996 -0.095284999999999995 0.09030500000000001 0.09481500000000001 -0.095479999999999982 0.08610000000000001 0.10402500000000002 -0.15400999999999995 0.13504500000000005 0.10284500000000001 0.10917 0.11657000000000002 -0.016304999999999997 0.088305000000000008 -0.011209999999999999 0.093400000000000025 0.11396500000000002 -0.45785999999999999 0.091275000000000009 -0.22699999999999995 -0.14750499999999997 0.087100000000000025 0.094075000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 10 -7 8 -8 12 11 -5 16 14 -14 -15 -9 19 20 -18 -19 -20 -23 24 25 28 -26 -28 -13 -29
right_child=1 -3 -4 5 -6 6 7 9 -10 -11 -12 23 13 15 -16 -17 17 18 21 -21 -22 22 -24 -25 26 -27 27 29 -30 -31
leaf_value=-7.929539482244186e-06 -1.5886782529005127e-06 1.3594809879577952e-05 -9.4309697866871541e-06 -1.0499054980990027e-05 1.3886463520407233e-05 4.2696443320199343e-05 2.0422647776285886e-06 -1.2452307207829161e-05 -5.3213049684472933e-05 2.8801285422915779e-05 -1.2203939053658057e-05 -4.7306196574936624e-06 -1.8414521155532185e-06 -1.5510935451278453e-05 3.3440736519878559e-05 6.9379204592223689e-06 1.6830737413678995e-05 -2.9870731692505576e-06 -4.2679462311705144e-06 -4.306836302432549e-06 -2.1274470382195434e-05 1.8579822553874693e-05 7.8036805643932892e-07 1.0084351665682335e-05 -1.4990705247847863e-05 1.8862413917304369e-05 1.1568222869868805e-05 -4.8265959993048214e-07 6.92075995760076e-06 4.028943361209687e-06
leaf_weight=22 39 20 24 31 32 21 25 34 20 23 30 40 23 22 20 20 26 23 38 21 20 20 25 20 21 20 20 2290 28 103
leaf_count=22 39 20 24 31 32 21 25 34 20 23 30 40 23 22 20 20 26 23 38 21 20 20 25 20 21 20 20 2290 28 103
internal_value=0 5.62933e-08 -3.16477e-08 4.21931e-08 5.38603e-06 -8.49559e-08 1.64918e-06 -7.45241e-07 -2.25157e-05 2.36482e-06 -3.38781e-07 -2.00439e-07 2.82493e-07 4.98799e-06 1.45689e-05 -4.821e-06 -1.64972e-06 4.73337e-07 -2.1053e-06 7.38629e-06 -1.14928e-05 2.75812e-06 8.69124e-06 -7.48457e-08 -1.5541e-07 4.33869e-06 -3.17892e-07 -1.90197e-07 6.70072e-08 -2.8847e-07
internal_weight=0 3099 3079 3055 71 2984 381 360 45 315 2603 2573 292 85 43 42 207 173 126 47 43 83 45 2542 2522 88 2434 2413 68 2393
internal_count=3121 3099 3079 3055 71 2984 381 360 45 315 2603 2573 292 85 43 42 207 173 126 47 43 83 45 2542 2522 88 2434 2413 68 2393
is_linear=0
shrinkage=0.1


Tree=5456
num_leaves=31
num_cat=0
split_feature=132 1185 1203 156 475 45 46 1428 154 1419 15 156 1429 1429 157 157 157 151 148 447 157 1371 150 150 3 3 150 49 483 457
split_gain=1.55261e-07 8.64094e-07 5.39559e-07 1.40736e-07 2.71546e-07 1.41234e-07 2.66835e-07 1.61181e-07 1.71532e-07 2.14247e-07 2.63931e-07 2.05674e-07 1.56487e-07 3.52496e-07 1.50643e-07 9.9052e-07 9.87214e-07 5.9838e-07 1.98138e-07 2.65257e-07 1.89275e-07 2.31852e-07 2.56852e-07 3.32629e-07 1.16086e-06 8.1126e-07 6.01453e-07 2.50243e-07 5.18002e-07 7.85308e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.3248100000000001 0.13528000000000004 0.10331000000000001 0.083550000000000013 -1.0000000180025095e-35 0.085530000000000009 0.089680000000000024 -0.062284999999999993 -0.14064999999999997 -0.08262499999999999 -0.060529999999999994 -0.087424999999999989 -0.086394999999999986 -0.090759999999999993 -0.52488999999999986 -0.10069499999999999 0.094580000000000011 -0.083944999999999978 0.08976000000000002 0.12640500000000002 0.099590000000000026 0.092670000000000016 -0.082974999999999979 0.094605000000000009 -0.0087849999999999977 0.087175000000000016 -0.087749999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -3 9 11 -11 -9 -13 -14 16 -16 -15 -17 -19 20 -20 22 23 26 25 -25 27 28 29 -22
right_child=1 3 -4 -5 -6 -7 -8 8 -10 10 -12 12 13 14 15 17 -18 18 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.7585494192141989e-07 2.0406382039557989e-05 6.9842414577027687e-06 -1.5525495580602314e-05 -7.7433551189682013e-06 1.1721748614945682e-05 6.7413109542441469e-06 -1.1555050873539587e-05 -9.9490904652893301e-06 -8.8409563266561065e-06 1.3733785592194182e-05 -1.4732407892313946e-06 -7.7337480276512972e-06 1.3287856218084926e-05 1.8131048177291967e-06 1.9922182749724018e-05 -1.4888542411292157e-05 -2.0651567123982557e-05 8.9371006997680527e-06 7.5098539687868502e-06 -9.6880641357139612e-06 -1.9630677243618441e-05 -9.7835378880972722e-06 8.1430627338144961e-06 -7.8761083657170553e-06 -2.2098204141608827e-05 1.4921394311521135e-05 1.5951197178765144e-05 4.4496784317140337e-07 -1.4131982333570443e-05 5.8576484667935052e-07
leaf_weight=194 21 33 28 23 20 31 20 21 22 25 21 26 20 79 25 27 26 25 34 28 21 24 39 37 30 27 24 1909 35 226
leaf_count=194 21 33 28 23 20 31 20 21 22 25 21 26 20 79 25 27 26 25 34 28 21 24 39 37 30 27 24 1909 35 226
internal_value=0 1.95179e-07 -2.54878e-06 4.77028e-08 1.10468e-07 2.85541e-08 -4.56597e-08 3.70227e-08 -4.63136e-08 2.45849e-08 6.79145e-06 -9.14329e-08 -1.36677e-08 6.24788e-08 -3.86327e-08 1.16544e-07 -3.74958e-06 -8.26276e-08 7.99424e-08 -1.10309e-08 1.01586e-07 -4.60302e-09 9.5352e-08 -4.05773e-08 -5.86686e-06 1.74159e-06 2.06678e-07 3.4214e-08 -2.74639e-06 -1.13304e-06
internal_weight=0 2899 222 2878 2855 2835 2804 2784 2751 2729 46 2683 2662 2636 2616 2511 105 2486 2459 2434 2406 2372 2348 2309 94 64 2215 2191 282 247
internal_count=3121 2899 222 2878 2855 2835 2804 2784 2751 2729 46 2683 2662 2636 2616 2511 105 2486 2459 2434 2406 2372 2348 2309 94 64 2215 2191 282 247
is_linear=0
shrinkage=0.1


Tree=5457
num_leaves=31
num_cat=0
split_feature=132 1185 1203 133 16 43 12 15 0 2 4 43 52 1210 147 148 147 483 1213 1213 1212 1211 1186 391 50 15 479 1447 1447 403
split_gain=1.25762e-07 6.99917e-07 4.37043e-07 1.326e-07 2.43189e-07 1.67935e-07 5.9477e-07 1.44978e-06 5.6308e-07 3.35668e-07 4.71456e-07 2.35352e-07 8.21021e-07 7.28682e-07 2.00876e-07 4.86082e-07 3.35778e-07 2.38349e-07 1.93287e-07 4.14394e-07 2.12932e-07 4.33794e-07 1.99577e-07 3.80405e-07 1.87324e-07 3.29247e-07 1.84472e-07 1.94593e-07 4.93963e-07 6.42024e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.50375999999999987 -0.080789999999999987 0.084740000000000024 0.087005000000000013 -1.0000000180025095e-35 -0.097734999999999989 0.10060500000000001 -0.079329999999999984 0.055925000000000009 0.10744000000000002 0.258635 0.099730000000000027 -0.065034999999999996 0.093875000000000014 -0.47181499999999993 0.23509000000000002 0.12955000000000003 0.11796000000000001 0.10167000000000002 -0.089559999999999987 -0.086514999999999981 0.096900000000000014 0.086885000000000004 0.10769500000000001 -0.086849999999999997 -0.086279999999999982 -0.53960999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 11 7 -7 -8 10 -10 13 24 14 16 -16 17 -5 19 20 21 22 -19 -24 25 -13 27 -25 -29 -30
right_child=1 3 -4 5 -6 6 8 -9 9 -11 -12 12 -14 -15 15 -17 -18 18 -20 -21 -22 -23 23 26 -26 -27 -28 28 29 -31
leaf_value=-6.0826900265702849e-07 1.8365746239266759e-05 1.1137109598574423e-05 -1.3972949260018402e-05 9.4700961401233358e-06 -2.6321511877145185e-06 -1.1520257430674976e-06 1.6405909131901268e-05 -3.291929582502462e-05 3.0015058863010266e-06 5.6557836949329666e-06 -1.6836918701301329e-05 4.4795586923694079e-06 2.2486974419388434e-05 -1.904033808841632e-05 -3.7772569880546926e-06 1.773866269580876e-05 -1.1297862329229247e-05 -9.9817984801120483e-06 -8.2380115324148001e-06 1.4453138028329704e-05 -9.7939035516570911e-06 1.4754907188034849e-05 1.313780634962892e-05 5.5214798654409007e-06 7.2076678644288739e-06 -1.263210396793759e-05 -6.9841187747729958e-06 -1.5378700717725398e-05 1.0321772450420907e-05 -2.5294850946009008e-07
leaf_weight=194 21 29 28 27 23 51 21 20 23 34 25 23 21 20 21 21 26 20 28 20 22 20 22 63 23 22 38 21 59 2135
leaf_count=194 21 29 28 27 23 51 21 20 23 34 25 23 21 20 21 21 26 20 28 20 22 20 22 63 23 22 38 21 59 2135
internal_value=0 1.7566e-07 -2.2939e-06 4.29316e-08 5.04686e-06 -4.91435e-08 -3.05866e-06 -1.01006e-05 1.79546e-06 -1.94624e-06 -7.33101e-06 1.48313e-07 5.20367e-06 -2.72334e-08 1.223e-07 6.9807e-06 7.12441e-09 1.25884e-07 2.28227e-08 1.18403e-07 -1.05352e-09 8.95448e-08 -3.48434e-08 5.0246e-08 -1.33825e-07 -3.88614e-06 -7.40745e-08 4.1194e-08 -1.14679e-07 3.14218e-08
internal_weight=0 2899 222 2878 52 2826 174 71 103 82 48 2652 89 2563 2543 42 2501 2475 2448 2420 2400 2378 2358 2338 68 45 2316 2278 2215 2194
internal_count=3121 2899 222 2878 52 2826 174 71 103 82 48 2652 89 2563 2543 42 2501 2475 2448 2420 2400 2378 2358 2338 68 45 2316 2278 2215 2194
is_linear=0
shrinkage=0.1


Tree=5458
num_leaves=31
num_cat=0
split_feature=1208 1208 12 130 43 129 41 15 12 2 2 16 43 130 0 16 130 43 2 43 42 43 43 43 49 12 1371 12 1374 1375
split_gain=1.38851e-07 3.47762e-07 1.16956e-07 2.67445e-07 1.49935e-07 2.87301e-07 2.78474e-07 2.63244e-07 4.1843e-07 3.62973e-07 4.2326e-07 2.9617e-07 2.38044e-07 8.28928e-07 5.71657e-07 6.1885e-07 4.09465e-07 4.01925e-07 1.6163e-06 2.27606e-07 1.05361e-06 2.7778e-07 1.33163e-06 7.41866e-07 5.01995e-07 5.27852e-07 4.92204e-07 4.2739e-07 2.43837e-07 6.26497e-07
threshold=0.11846000000000001 0.10683000000000002 0.23631000000000002 -0.22461999999999996 -0.14792499999999997 0.085395000000000013 0.08178500000000001 0.086355000000000015 0.094835000000000017 0.097845000000000015 0.088930000000000023 -0.077589999999999978 -0.095589999999999994 0.084685000000000024 -0.089964999999999976 -0.077589999999999978 0.09364500000000002 -0.09225499999999999 0.089320000000000024 -0.090299999999999991 0.083865000000000009 -0.085739999999999997 -0.086304999999999979 -0.085474999999999982 -0.088694999999999982 0.088245000000000004 0.083235000000000017 0.084405000000000022 -0.096434999999999979 -0.085004999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 9 -9 10 11 -5 13 14 -6 -16 -15 18 -14 20 -19 22 24 -23 -21 27 28 -26 -25 -30
right_child=-2 -3 -4 4 12 -7 -8 8 -10 -11 -12 -13 17 16 15 -17 -18 19 -20 21 -22 23 -24 26 25 -27 -28 -29 29 -31
leaf_value=9.9925807447747237e-06 7.2773172737820105e-06 -1.2311731671102081e-05 -7.0736141483591737e-06 7.6248565633818549e-06 1.0840136164989094e-05 7.2911348137562602e-06 -1.3804939809839804e-05 -1.9565689781302355e-05 -2.057858605809976e-06 -9.0252106254469737e-06 1.3483711657123611e-05 -6.4941117169581009e-06 1.049841018357256e-05 2.4365896539772317e-05 -1.8994309363298946e-05 4.8835471976157613e-07 5.2453896257377764e-06 -8.4047464651705794e-06 -2.9223314240447334e-05 -1.3646662785543848e-05 2.3272374173324178e-05 1.8977928114812436e-05 -2.8205498297211306e-05 -7.5878293034456415e-06 5.4736283633055316e-06 1.4670458391366184e-05 -1.3325234306615097e-05 -1.0082177367153099e-05 1.6807679228646601e-05 2.2098261710145054e-07
leaf_weight=27 26 23 23 24 31 27 24 20 43 31 29 39 20 24 23 56 21 21 21 23 21 21 20 39 38 27 27 33 23 2296
leaf_count=27 26 23 23 24 31 27 24 20 43 31 29 39 20 24 23 56 21 21 21 23 21 21 20 39 38 27 27 33 23 2296
internal_value=0 -6.11329e-08 3.0587e-08 8.41773e-08 -4.34915e-09 -2.41893e-06 -3.66737e-06 -2.3593e-06 -7.6159e-06 3.33108e-07 3.48645e-06 -1.11546e-06 2.01129e-07 4.0094e-06 -6.67973e-07 -5.18381e-06 1.5443e-05 -2.33131e-08 -9.84686e-06 1.32255e-07 7.43381e-06 1.18523e-08 -4.30209e-06 2.64664e-07 -3.51114e-07 2.76927e-06 9.98935e-08 -1.75653e-06 2.53616e-07 3.85491e-07
internal_weight=0 3095 3072 3049 3022 237 210 186 63 123 92 63 2785 155 110 79 45 2630 41 2589 42 2547 141 2406 121 98 2385 71 2358 2319
internal_count=3121 3095 3072 3049 3022 237 210 186 63 123 92 63 2785 155 110 79 45 2630 41 2589 42 2547 141 2406 121 98 2385 71 2358 2319
is_linear=0
shrinkage=0.1


Tree=5459
num_leaves=31
num_cat=0
split_feature=132 15 1185 1186 50 4 1204 2 12 1200 402 402 1210 1209 42 1213 0 16 1186 391 1213 403 403 133 0 403 2 401 1212 402
split_gain=1.19899e-07 3.26241e-06 2.02279e-06 7.61129e-07 1.74992e-07 1.37608e-07 1.16961e-07 4.44879e-07 3.73212e-07 1.65726e-07 1.2564e-07 4.73762e-07 2.98787e-07 1.45179e-07 8.63432e-07 2.96387e-07 1.80702e-06 1.39763e-06 2.69954e-07 3.05645e-07 2.4308e-07 2.91075e-07 2.09378e-07 2.10383e-07 6.28886e-07 4.40185e-07 5.24196e-07 1.75527e-07 2.74334e-07 9.97072e-07
threshold=-0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.0044650000000000011 0.09227500000000001 -0.086394999999999986 -0.016569999999999994 0.080205000000000012 0.087625000000000022 0.088675000000000018 -0.46900499999999995 -0.45015499999999992 0.24726500000000004 -0.084519999999999984 0.087505000000000013 0.093235000000000026 -0.086729999999999988 -0.082179999999999989 -0.089559999999999987 -0.086514999999999981 0.052820000000000013 -0.087914999999999979 -0.55276999999999987 0.41553500000000004 -0.067624999999999977 -0.51385999999999987 0.089885000000000007 0.11602000000000001 -0.08867499999999999 -0.095444999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 7 -4 -9 -10 -8 -12 13 14 -13 18 -17 -18 -15 -20 22 -22 -21 25 -25 26 -24 28 -27 -30
right_child=2 -3 6 -5 -6 -7 10 8 9 -11 11 12 -14 15 -16 16 17 -19 19 20 21 -23 23 24 -26 27 -28 -29 29 -31
leaf_value=-6.0421053603931801e-06 -3.0377525118555326e-05 3.550989790535543e-05 1.527639057125422e-05 -2.0195882106712645e-05 -7.9500407688707742e-06 2.529373516121528e-06 6.0777430752006536e-06 -1.2041600948577979e-05 1.1171574933541707e-05 -6.6099321564404918e-07 -1.2039270278006426e-05 9.2461102976812998e-06 1.1123395994635151e-05 -1.1461338579552139e-05 -1.5086335216827658e-05 2.7271529498412513e-05 9.2452348300347313e-06 -2.136314015108208e-05 1.1937626688796585e-05 -9.9894504490380538e-06 -1.5669237638410942e-05 7.9022624796769893e-07 -1.6522594683010541e-06 5.2587506659273499e-06 -1.9214476781469007e-05 6.9475715391538538e-06 2.0483894553288575e-05 -6.3521130387862505e-06 -2.03508311396187e-05 1.4086841236118012e-07
leaf_weight=22 22 26 24 21 24 126 33 20 20 29 33 25 24 21 35 27 35 26 21 21 22 21 20 21 21 57 23 43 24 2234
leaf_count=22 22 26 24 21 24 126 33 20 20 29 33 25 24 21 35 27 35 26 21 21 22 21 20 21 21 57 23 43 24 2234
internal_value=0 2.25624e-06 -1.70278e-07 -2.22352e-06 -2.92223e-08 1.25523e-06 6.04719e-08 3.54908e-06 -5.2999e-07 4.16863e-06 -5.59401e-08 -1.29437e-07 1.50038e-08 -8.38473e-08 -4.94782e-06 2.68233e-08 5.73265e-06 -3.80096e-06 -1.70161e-07 -7.63654e-08 -1.77001e-07 -7.63089e-06 -4.69211e-08 3.85448e-08 -6.97786e-06 1.61281e-07 1.0188e-05 -2.15645e-08 9.60223e-08 -7.69353e-08
internal_weight=0 219 2902 193 172 148 2880 93 69 49 2787 2754 2721 2697 60 2637 88 61 2549 2528 2507 43 2464 2443 42 2401 43 2358 2315 2258
internal_count=3121 219 2902 193 172 148 2880 93 69 49 2787 2754 2721 2697 60 2637 88 61 2549 2528 2507 43 2464 2443 42 2401 43 2358 2315 2258
is_linear=0
shrinkage=0.1


Tree=5460
num_leaves=31
num_cat=0
split_feature=394 394 1176 393 132 3 394 52 1183 1186 394 43 394 39 33 9 3 12 2 33 13 15 13 0 13 12 13 13 475 156
split_gain=1.30695e-07 4.15698e-07 2.95458e-07 2.24396e-07 9.35025e-07 1.46611e-07 1.32326e-07 2.97325e-07 1.34275e-07 2.22294e-07 2.03507e-07 3.47155e-07 2.31618e-07 1.70332e-07 6.20225e-07 2.53873e-07 2.55333e-07 2.29617e-07 2.00538e-07 1.56497e-07 1.54122e-07 9.98839e-07 1.25025e-06 4.62283e-07 3.13003e-07 5.64091e-07 2.4826e-07 4.38445e-07 3.42299e-07 2.35577e-07
threshold=-0.15150999999999998 -0.11103499999999998 0.085730000000000015 0.10585500000000002 -0.079859999999999987 -0.082594999999999988 -0.087044999999999997 0.085175000000000015 -0.081039999999999987 -0.087469999999999978 -0.078674999999999981 -0.020444999999999994 -0.0060099999999999989 -1.0000000180025095e-35 -0.012019999999999998 0.09055500000000001 -0.0043399999999999992 -0.015429999999999998 -0.045829999999999989 0.078905000000000017 0.24813000000000004 -0.56020999999999987 0.23074000000000003 -0.059114999999999994 0.11217000000000001 0.09857500000000001 0.10591500000000001 0.10002500000000002 0.12927000000000002 0.10788500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 6 -5 -1 7 -3 -8 -10 11 -11 -12 17 -15 18 -17 -14 19 -16 21 -20 24 -22 26 -26 27 28 29 -23
right_child=1 2 -4 4 -6 -7 8 -9 9 10 12 -13 13 14 15 16 -18 -19 20 -21 23 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.173349706505178e-05 1.4443842255786876e-05 1.430371591141011e-05 -1.0065896652843643e-05 -6.6430407817582209e-06 2.1898253792394164e-05 3.7479426282516217e-07 -7.4059662274521541e-06 -2.9394097145996058e-06 9.5384808597979528e-06 -3.037694974360371e-07 1.021421527515155e-05 -1.6656239040457876e-05 -1.287170571438103e-06 -1.6191398575908048e-05 -1.162166150034291e-05 1.1854986802006807e-06 1.5376294617280584e-05 1.300286932509271e-05 2.2323600951494882e-05 4.9253890210820833e-08 4.6041790059147251e-07 -1.9627262980307424e-07 -2.3847508429174593e-05 -1.7118990247884845e-05 2.0351511693661452e-07 2.0443010688116679e-05 -8.9725238702216775e-06 1.4086449217839718e-05 -1.1977892025546074e-05 4.4812688989759812e-06
leaf_weight=20 20 20 29 24 22 20 25 20 24 37 22 20 22 24 27 32 21 23 20 20 52 2283 22 21 40 21 31 22 24 113
leaf_count=20 20 20 29 24 22 20 25 20 24 37 22 20 22 24 27 32 21 23 20 20 52 2283 22 21 40 21 31 22 24 113
internal_value=0 7.37382e-08 -2.01534e-08 7.59306e-08 7.00714e-06 -5.67935e-06 -3.08463e-08 5.68215e-06 -1.08416e-07 -4.59583e-08 -1.2536e-07 -6.04148e-06 -6.62092e-09 -8.64145e-08 -1.85454e-07 -4.57151e-08 6.80827e-06 6.01663e-06 -1.80456e-07 -6.65531e-06 -6.55754e-08 6.28291e-08 -1.11355e-07 -4.59667e-06 9.47202e-08 7.17121e-06 -7.98313e-08 3.30571e-08 -9.4701e-08 2.43293e-08
internal_weight=0 3081 3061 3032 46 40 2986 40 2946 2921 2897 57 2840 2818 2773 2749 53 45 2696 47 2649 2576 2556 73 2534 61 2473 2442 2420 2396
internal_count=3121 3081 3061 3032 46 40 2986 40 2946 2921 2897 57 2840 2818 2773 2749 53 45 2696 47 2649 2576 2556 73 2534 61 2473 2442 2420 2396
is_linear=0
shrinkage=0.1


Tree=5461
num_leaves=31
num_cat=0
split_feature=3 1 121 9 10 2 9 16 15 3 2 4 482 1 1 1 52 2 1 16 0 3 12 150 3 124 15 147 15 16
split_gain=1.29916e-07 4.26682e-07 3.76763e-07 2.06863e-07 4.83723e-07 7.11072e-07 2.84484e-07 2.72329e-07 1.48224e-07 1.51157e-07 6.30479e-07 1.17228e-06 5.16318e-07 5.38297e-07 1.796e-06 1.41174e-06 6.56131e-07 9.63664e-07 1.62647e-06 8.19575e-07 1.21416e-06 4.15312e-07 1.98487e-06 6.26697e-07 5.37693e-07 1.03289e-06 4.4663e-07 3.50201e-07 7.12726e-07 1.17479e-06
threshold=0.63141500000000017 0.16540500000000002 -0.094339999999999993 0.092410000000000006 0.053330000000000009 -0.15339499999999998 0.087755000000000014 -0.40995499999999996 -0.56020999999999987 -1.0000000180025095e-35 0.082850000000000021 0.053180000000000012 0.085075000000000026 0.10205500000000002 0.09697500000000002 0.10538500000000002 0.11434500000000002 0.090790000000000023 0.087325000000000014 -0.094359999999999986 -0.033209999999999996 -0.0096849999999999974 -0.064509999999999984 0.084335000000000007 -0.016324999999999996 -0.063929999999999987 -0.10091499999999999 0.099730000000000027 -0.052074999999999989 -0.037154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 8 -5 -4 21 11 -11 13 14 16 -15 17 18 -12 -19 -21 24 23 26 -10 -26 -23 28 -17 -30
right_child=-2 -3 3 7 5 -7 -8 -9 9 10 12 -13 -14 15 -16 27 -18 19 -20 20 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-1.2519405529095215e-05 -7.4879027599071497e-06 1.4614562168731028e-05 -8.3432013720344661e-06 -6.4890461689256802e-07 2.6687418232995699e-06 -2.3677832792773622e-05 1.1708648456814921e-05 1.5474065469334165e-05 -2.1779817652361354e-07 2.9429544983114198e-05 -5.6591866934202087e-06 -3.6019918400684437e-06 1.5812546076804645e-05 2.7844202772290115e-05 -3.0328407988038276e-05 3.0015053070283932e-06 1.4440858973102877e-05 6.1278820572852051e-06 2.8563761870394783e-05 -3.2395840632185963e-05 -1.8123509553333861e-06 -2.5431441567239484e-06 -3.4666264546103776e-05 -1.1639821141670837e-05 7.6897739107036928e-07 2.7902126266781124e-05 1.7426251876410485e-05 1.2505597401070103e-05 -2.9907504176662771e-05 3.2311866166507926e-06
leaf_weight=24 23 20 21 22 20 21 21 20 2331 22 41 21 21 21 23 110 25 20 21 27 25 21 20 25 47 20 24 21 20 23
leaf_count=24 23 20 21 22 20 21 21 20 2331 22 41 21 21 21 23 110 25 20 21 27 25 21 20 25 47 20 24 21 20 23
internal_value=0 5.55964e-08 -3.90038e-08 5.9074e-08 -3.8112e-08 -1.08258e-05 1.10759e-07 7.0287e-06 2.81982e-08 8.82185e-08 1.79454e-06 1.32979e-05 5.51718e-07 -2.98355e-07 -4.20966e-06 3.3522e-06 -4.31478e-07 -3.20617e-06 5.93246e-06 -1.10755e-05 -1.76922e-05 -2.14228e-07 -6.8833e-06 1.05469e-06 3.60704e-08 8.86842e-06 8.1072e-06 3.96266e-07 -1.2658e-06 -1.21822e-05
internal_weight=0 3098 3078 3054 3012 41 2971 42 2950 2929 441 43 398 377 182 195 159 134 62 72 52 2488 90 70 2398 67 45 174 153 43
internal_count=3121 3098 3078 3054 3012 41 2971 42 2950 2929 441 43 398 377 182 195 159 134 62 72 52 2488 90 70 2398 67 45 174 153 43
is_linear=0
shrinkage=0.1


Tree=5462
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1213 403 42 12 12 156 475 50 50 2 45 11 33 34 9 4 374 39 3 47 47 9 123 47 475 156
split_gain=1.24954e-07 7.64022e-07 4.73226e-07 3.19055e-07 1.61342e-07 1.53803e-07 1.5793e-07 2.48361e-07 3.78288e-07 1.23726e-07 2.70623e-07 1.2454e-07 2.82847e-07 4.07061e-07 2.52844e-07 7.198e-07 3.16688e-07 2.38434e-07 3.25251e-07 4.16011e-07 1.53076e-07 8.95259e-07 1.84442e-07 1.51953e-07 9.39463e-07 8.31625e-07 2.17935e-06 4.96145e-07 2.40026e-07 7.06322e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.086260000000000017 -0.088034999999999988 -0.021469999999999996 0.11527000000000001 0.090165000000000009 0.3248100000000001 0.13528000000000004 0.13159000000000001 0.13559000000000002 0.10402500000000002 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 -0.112215 0.088235000000000022 0.49041500000000005 0.088235000000000008 0.089790000000000023 0.40411000000000002 0.092165000000000011 0.097970000000000015 -0.013509999999999999 0.083855000000000013 0.089785000000000018 0.016915000000000003 0.094415000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -7 10 11 14 -13 -14 15 -3 -17 -18 20 -20 22 -22 23 25 -25 26 -19 28 -27 -30
right_child=1 9 -4 -5 -6 6 -8 -9 -10 -11 -12 12 13 -15 -16 16 17 18 19 -21 21 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=-7.0058607371751786e-06 1.9179958109730036e-05 1.6533439821404712e-05 -1.5247003473632506e-05 -1.2292333307024301e-05 8.3679660444128483e-06 1.9748620688045885e-06 6.3486011057624963e-06 7.0015076889831111e-06 -1.4229344433260849e-05 -7.2686549569682587e-06 1.1686796087815311e-05 1.2456293223714546e-05 8.4618932477855146e-06 -6.6287079148307202e-06 -1.0789233068532089e-05 -1.0961127932036849e-05 -1.0443621849018118e-05 3.7556708078530696e-05 1.9188888259122905e-05 -1.6079489796538839e-07 2.0346590246758535e-05 -9.2159414316483895e-06 -8.4545800739811559e-06 -1.7193883409286295e-05 6.9233531153450953e-08 1.2455771265980514e-07 -3.6524707659488992e-06 -1.5865663995100475e-05 1.8637162611412352e-06 -2.1574747834165464e-05
leaf_weight=29 21 26 25 21 24 34 39 25 25 23 20 26 33 39 22 27 22 21 20 25 21 20 27 37 213 2147 33 20 36 20
leaf_count=29 21 26 25 21 24 34 39 25 25 23 20 26 33 39 22 27 22 21 20 25 21 20 27 37 213 2147 33 20 36 20
internal_value=0 1.75097e-07 -2.28652e-06 -6.41792e-07 7.4833e-07 -4.54771e-07 1.0898e-06 -1.35179e-06 -4.89133e-06 3.64234e-08 9.52735e-08 1.34991e-08 3.51619e-06 2.87818e-07 -1.11917e-07 -2.53973e-08 -1.85505e-07 -7.62106e-08 1.01845e-08 8.43906e-06 -1.35981e-07 5.92584e-06 -2.33293e-07 -1.45452e-07 -2.48571e-06 1.11493e-07 1.23733e-05 -1.86365e-07 -4.40199e-08 -6.50716e-06
internal_weight=0 2899 222 197 176 152 123 84 59 2878 2855 2835 98 72 2737 2715 2689 2662 2640 45 2595 41 2554 2527 250 2277 54 2223 2203 56
internal_count=3121 2899 222 197 176 152 123 84 59 2878 2855 2835 98 72 2737 2715 2689 2662 2640 45 2595 41 2554 2527 250 2277 54 2223 2203 56
is_linear=0
shrinkage=0.1


Tree=5463
num_leaves=31
num_cat=0
split_feature=11 33 9 3 47 9 47 47 47 1456 159 394 46 128 128 1185 124 31 15 48 0 1 1 42 1 16 1 42 51 48
split_gain=1.58064e-07 1.31914e-07 1.40548e-07 7.83687e-07 1.80138e-07 2.58583e-06 1.96671e-06 7.12893e-07 2.60137e-07 2.32138e-07 3.1704e-07 1.90878e-07 1.88869e-07 1.79987e-07 1.8318e-07 4.39651e-07 1.72477e-07 1.85885e-07 1.79613e-07 1.66211e-07 2.55778e-07 2.60585e-07 1.00135e-06 1.31524e-06 2.00359e-06 1.09265e-06 8.3953e-07 1.10105e-06 7.86753e-07 6.63453e-07
threshold=-0.072629999999999986 -0.044254999999999996 0.091600000000000015 -0.13309499999999996 0.094160000000000008 0.084755000000000011 0.096475000000000019 0.091340000000000018 0.089100000000000013 -0.079429999999999987 0.085035000000000013 0.264685 0.10123000000000001 0.11787500000000002 0.10773500000000001 0.093750000000000014 0.098110000000000017 -0.082169999999999979 0.23208000000000004 -0.11155999999999998 -0.24955499999999997 0.096255000000000021 0.092390000000000014 0.090545000000000014 0.093700000000000019 -0.067914999999999989 0.10022000000000002 0.096450000000000022 0.123935 0.10142000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 7 -6 8 11 -8 12 13 -11 14 15 16 17 -3 19 -19 -21 22 -22 24 -24 -25 27 -23 29 -28
right_child=1 2 3 -5 6 -7 9 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 18 -20 20 21 26 23 25 -26 -27 28 -29 -30 -31
leaf_value=-8.6465047821721314e-06 7.957346549249321e-06 -7.0341851707436607e-06 9.4770013995251009e-06 -1.504081829963866e-05 3.2704345985621328e-05 -3.5992710982100109e-05 -9.5793023025304468e-06 1.8450565682672147e-05 -9.6346660663065063e-06 -8.7461309796499259e-07 1.1179816683742113e-05 8.9325781573279535e-06 9.2640034472424302e-06 -7.4800620382120542e-06 8.2595807018353505e-06 -1.478896841263122e-05 7.2781872404448222e-06 -8.6306021087652464e-06 8.7154758451409482e-06 9.9658462239368913e-06 4.0601710454692427e-09 2.6631382494694361e-05 -4.6478737476718383e-05 -1.7586439953447551e-05 -4.3788169652823575e-06 1.2393481724317217e-05 7.3985799583004505e-07 -1.7839921820268501e-06 -1.5318268893240422e-05 1.862410534324061e-05
leaf_weight=21 21 37 22 32 20 20 22 21 28 226 28 24 20 32 27 20 33 22 24 26 1829 30 20 20 26 31 363 25 29 22
leaf_count=21 21 37 22 32 20 20 22 21 28 226 28 24 20 32 27 20 33 22 24 26 1829 30 20 20 26 31 363 25 29 22
internal_value=0 5.85743e-08 4.70154e-09 -5.05208e-06 9.49713e-08 -1.68589e-07 2.35441e-06 9.78608e-08 -4.65945e-08 3.03742e-07 1.09727e-06 5.50972e-08 -5.03353e-08 -2.63476e-08 6.59585e-08 -2.056e-08 9.58641e-08 1.20893e-09 1.06726e-07 2.21533e-08 1.00782e-07 -6.31238e-09 -5.21043e-07 -1.04222e-05 -2.26831e-05 6.3665e-07 2.10749e-06 1.37153e-05 5.65384e-07 1.76181e-06
internal_weight=0 3100 3079 54 3025 2709 316 2689 2668 296 274 2640 246 2616 2584 2557 2537 2504 2467 2443 2421 2395 1926 97 46 51 469 55 414 385
internal_count=3121 3100 3079 54 3025 2709 316 2689 2668 296 274 2640 246 2616 2584 2557 2537 2504 2467 2443 2421 2395 1926 97 46 51 469 55 414 385
is_linear=0
shrinkage=0.1


Tree=5464
num_leaves=31
num_cat=0
split_feature=11 48 48 160 1 2 159 2 52 2 2 159 49 1 15 160 52 3 0 12 33 34 33 34 484 457 457 42 1375 483
split_gain=1.28032e-07 1.17642e-07 4.24839e-07 1.49043e-07 5.50636e-07 1.37485e-06 1.63538e-06 1.06008e-06 1.04793e-06 5.52972e-07 4.58774e-07 4.37669e-07 4.53712e-07 1.07772e-06 7.41833e-07 4.00121e-07 5.71317e-07 5.87009e-07 2.70725e-07 3.7708e-07 2.22771e-07 2.0626e-07 2.05999e-07 5.61327e-07 1.93396e-07 2.46942e-07 2.93416e-07 7.31144e-07 3.49067e-07 5.20262e-07
threshold=-0.072629999999999986 -0.22597999999999999 -0.098424999999999985 0.086075000000000013 0.11061500000000002 0.10912000000000001 0.082585000000000006 0.10584500000000001 0.008405000000000001 0.093840000000000021 0.11177500000000001 -0.0060149999999999986 -0.08130999999999998 0.090475000000000014 -0.092334999999999987 0.066685000000000008 -0.19683499999999995 -0.072199999999999986 -0.078244999999999995 0.086210000000000023 -0.0066799999999999993 -0.112215 0.085305000000000006 -0.082914999999999989 -0.22288999999999995 -0.14249999999999999 -0.086839999999999987 0.085465000000000013 0.08456000000000001 -0.091839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 15 5 7 -7 8 11 -10 -6 -5 -13 14 -14 20 -17 -18 19 -16 -4 -22 23 -23 -25 -26 27 -27 29 -28
right_child=1 2 3 4 10 6 -8 -9 9 -11 -12 12 13 -15 18 16 17 -19 -20 -21 21 22 -24 24 25 26 28 -29 -30 -31
leaf_value=-7.7818556335495527e-06 -6.9213887362214637e-06 1.4634296876465671e-05 9.456361221964472e-06 -1.8343404212828319e-05 -2.8980131822248476e-06 3.6084792719477614e-05 -3.8707432111095843e-06 -2.4644009300529781e-05 2.447240817889993e-05 2.0281902478651004e-06 -2.3606803515576758e-05 -1.2608754725472347e-05 -1.963608248934179e-05 1.7803529081666732e-05 -5.2820789581649791e-06 2.1980792057547662e-05 -1.0314172872809155e-05 1.1191453798649794e-05 -9.5249510511917918e-06 9.8045736090293882e-06 -1.0144758202841331e-05 1.6823493397168931e-05 -9.1719482270491439e-06 8.4231995043848181e-06 9.8038649375666858e-06 -1.9615119031886237e-05 -1.6225828017013554e-05 3.2960958333205784e-06 9.894607293452802e-06 -2.9744206570391376e-08
leaf_weight=21 24 20 25 20 23 21 20 21 21 23 20 37 25 27 30 20 22 30 23 37 20 20 24 27 25 26 20 30 35 2384
leaf_count=21 24 20 25 20 23 21 20 21 21 23 20 37 25 27 30 20 22 30 23 37 20 20 24 27 25 26 20 30 35 2384
internal_value=0 5.2719e-08 1.07133e-07 1.20603e-08 -1.93605e-06 -4.42476e-07 1.65943e-05 -3.08834e-06 -1.2255e-06 1.27402e-05 -1.253e-05 -4.3134e-06 -2.7458e-06 -1.75872e-07 -4.39712e-06 2.62408e-07 7.61733e-06 2.09292e-06 -1.64078e-07 3.04936e-06 6.15153e-08 -2.84392e-08 4.96489e-08 1.35866e-07 4.82815e-09 -8.53687e-08 -1.84459e-07 -7.34125e-06 -2.01376e-08 -1.64487e-07
internal_weight=0 3100 3076 3056 348 305 41 264 243 44 43 199 179 142 115 2708 72 52 90 67 2636 2611 2591 2567 2547 2520 2495 56 2439 2404
internal_count=3121 3100 3076 3056 348 305 41 264 243 44 43 199 179 142 115 2708 72 52 90 67 2636 2611 2591 2567 2547 2520 2495 56 2439 2404
is_linear=0
shrinkage=0.1


Tree=5465
num_leaves=31
num_cat=0
split_feature=130 40 120 33 376 12 12 45 1 1 0 13 16 9 2 48 16 15 2 15 2 15 453 15 2 49 2 1 3 0
split_gain=1.21988e-07 3.0965e-07 1.95058e-07 1.68133e-07 1.60425e-07 3.49527e-07 7.23126e-07 4.89971e-07 4.41628e-07 7.17706e-07 5.5496e-07 1.3686e-06 3.39444e-07 3.02596e-07 5.23014e-07 3.37793e-07 2.78829e-07 2.4273e-07 2.28318e-07 2.27909e-07 2.47545e-06 1.57736e-06 3.43059e-07 3.40498e-07 5.68401e-07 3.5798e-07 5.93512e-07 6.72674e-07 6.3272e-07 2.65477e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.090440000000000006 -0.044254999999999996 0.083890000000000006 -0.010834999999999999 -0.040564999999999997 0.084355000000000013 0.10658000000000002 0.09253500000000002 -0.09515499999999999 -0.085669999999999982 -0.13941499999999998 -0.075689999999999993 0.10527500000000002 0.085325000000000012 0.042200000000000008 -0.45963999999999994 0.13404500000000005 -0.10203999999999998 -1.0000000180025095e-35 -0.098289999999999975 0.084790000000000018 -0.11345499999999999 0.084305000000000005 0.09567500000000001 0.10672500000000001 0.117245 -0.081054999999999974 -0.10836499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 19 9 -5 11 17 -12 -6 15 -15 -14 -10 -16 20 -7 -21 23 24 -22 26 28 -28 -26 -27
right_child=1 2 -4 4 13 7 -8 -9 10 -11 12 -13 16 14 18 -17 -18 -19 -20 21 22 -23 -24 -25 25 29 27 -29 -30 -31
leaf_value=7.2558598375231362e-06 -1.2456508764273621e-05 8.867398182268343e-06 8.3351424239351357e-06 -1.0611496602071688e-06 -6.2289703652578071e-06 3.2015430014535716e-05 -1.9516630947271972e-05 1.2019966778312023e-05 -1.0479783677510568e-05 -1.9605717162107795e-05 -1.0781038641793064e-05 2.7923701380764808e-05 9.2392380120145408e-06 2.0107018005139005e-05 -8.6728806546370432e-06 3.4536699656330583e-06 -4.8556347234551824e-06 5.1000017572278017e-06 4.8855565586968121e-06 -2.5388157027919081e-05 -1.2365978717363241e-05 -1.3094469103984131e-07 -1.2855687382398173e-05 1.0228527381948219e-05 3.4680789940466636e-06 2.2363496745745053e-06 -1.3189995825086954e-05 7.4997463398727692e-06 2.3747824039674016e-05 -1.0471460753771161e-05
leaf_weight=23 20 21 28 60 26 26 26 34 20 32 39 23 25 29 23 21 32 20 27 25 35 2259 20 33 40 31 30 33 25 35
leaf_count=23 20 21 28 60 26 26 26 34 20 32 39 23 25 29 23 21 32 20 27 25 35 2259 20 33 40 31 30 33 25 35
internal_value=0 -5.38695e-08 2.67195e-08 -4.95546e-08 -1.11376e-07 -2.62993e-07 -3.6415e-06 9.33841e-08 -1.99706e-06 -7.51143e-06 1.19365e-06 8.4865e-06 -3.59229e-06 3.38183e-06 5.88064e-06 1.31126e-05 1.32633e-06 -2.68989e-06 -1.35132e-06 -6.30603e-08 2.49044e-06 -4.07403e-07 -2.31721e-07 7.3194e-07 -6.36563e-07 1.47957e-06 4.56414e-06 -2.35251e-06 1.1268e-05 -4.50264e-06
internal_weight=0 3098 3078 3050 3029 2903 277 2626 251 92 159 63 96 126 100 50 57 40 50 2592 308 2284 282 262 229 194 128 63 65 66
internal_count=3121 3098 3078 3050 3029 2903 277 2626 251 92 159 63 96 126 100 50 57 40 50 2592 308 2284 282 262 229 194 128 63 65 66
is_linear=0
shrinkage=0.1


Tree=5466
num_leaves=31
num_cat=0
split_feature=44 158 482 42 12 482 4 42 474 482 4 39 120 376 1 9 49 4 9 41 41 3 3 484 160 43 1374 3 43 484
split_gain=1.38922e-07 5.24184e-07 1.57982e-07 7.49268e-07 7.4237e-07 6.87097e-07 3.89819e-07 3.84682e-07 2.49293e-07 2.15184e-07 1.92429e-07 5.98742e-07 2.40486e-07 2.39296e-07 3.25473e-07 5.11325e-07 4.80101e-07 5.32431e-07 4.39879e-07 2.80388e-07 4.82981e-07 3.03597e-07 2.48641e-07 2.29868e-07 1.029e-06 6.6879e-07 6.5763e-07 2.06501e-06 5.27079e-07 3.48982e-07
threshold=0.099360000000000018 -0.47356499999999996 0.089605000000000018 0.096450000000000022 0.088045000000000012 0.087425000000000017 0.62931500000000018 0.08511500000000001 0.089435000000000014 0.080200000000000007 0.51164000000000009 0.089790000000000023 0.090440000000000006 0.087010000000000018 0.13743000000000002 0.092890000000000014 -0.031119999999999998 0.49041500000000005 0.088235000000000022 0.086565000000000017 0.091290000000000024 -0.098469999999999988 -0.014944999999999998 0.091180000000000011 -0.081639999999999976 -0.08287499999999999 0.088460000000000011 -0.081054999999999974 -0.012164999999999999 0.088605000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 7 6 9 -4 -6 10 12 -12 13 14 15 18 -16 -18 19 23 -21 -22 -15 26 25 -25 29 -28 -27 -3
right_child=-2 2 3 -5 8 -7 -8 -9 -10 -11 11 -13 -14 22 16 -17 17 -19 -20 20 21 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=1.3941413810782792e-05 -6.453867041672669e-06 -4.2385977527092803e-08 -7.3561619079295526e-07 -1.6533419018356432e-05 1.6972000384157583e-05 1.7718516780265955e-05 -1.3281664029240018e-05 -1.5979606188921027e-05 2.7035274039614404e-06 7.5556724392586873e-06 1.612371249523546e-05 -4.5565422803000347e-06 -1.0797947808376714e-05 -6.7577767595139457e-07 5.3649325244415582e-06 1.4519387608894855e-05 -2.2675561296637172e-05 -7.8519687122025069e-07 -1.3344878010684624e-05 1.887703895460748e-05 9.3875252332509266e-06 -5.702136550098658e-06 1.3313140841462343e-05 -1.6852235464847626e-05 2.0760527047311177e-05 1.5099911710573603e-05 -3.6520126645882559e-05 5.5513910085989797e-06 -5.4509772098754185e-06 -1.330826595221879e-05
leaf_weight=27 33 2338 49 33 25 22 22 25 24 38 28 28 21 24 21 24 25 20 25 21 24 30 27 21 28 24 20 28 26 20
leaf_count=27 33 2338 49 33 25 22 22 25 24 38 28 28 21 24 21 24 25 20 25 21 24 30 27 21 28 24 20 28 26 20
internal_value=0 6.89645e-08 -5.33995e-08 -3.15355e-06 4.36173e-07 1.1308e-07 -2.1266e-08 -5.88561e-06 9.98336e-06 8.07014e-08 -1.99181e-08 5.78359e-06 -1.37372e-07 -5.58458e-08 -1.84263e-07 -1.01405e-08 -7.12014e-06 -1.29465e-05 -1.44002e-07 -1.60863e-08 6.00872e-06 1.00438e-06 6.73012e-06 -1.9647e-07 4.52596e-06 -1.8764e-06 -3.90784e-07 -1.19784e-05 4.41345e-06 -1.54904e-07
internal_weight=0 3088 3061 156 123 2905 2883 74 49 2861 2823 56 2767 2746 2695 2629 66 45 2605 2580 75 54 51 2505 99 71 2406 48 50 2358
internal_count=3121 3088 3061 156 123 2905 2883 74 49 2861 2823 56 2767 2746 2695 2629 66 45 2605 2580 75 54 51 2505 99 71 2406 48 50 2358
is_linear=0
shrinkage=0.1


Tree=5467
num_leaves=31
num_cat=0
split_feature=16 12 12 475 1425 155 132 1211 1185 15 131 132 132 132 1446 130 4 402 52 43 14 157 45 142 16 16 12 42 13 1429
split_gain=1.33272e-07 6.45938e-07 8.28749e-07 2.66035e-07 1.62263e-07 2.54375e-07 1.48255e-07 3.41055e-06 1.964e-06 4.35898e-07 1.55285e-07 2.8225e-07 1.77237e-07 5.08478e-07 5.05196e-07 3.6887e-07 4.95883e-07 5.7646e-07 4.21292e-07 3.8534e-07 2.03302e-07 8.79561e-07 7.19769e-07 2.68966e-07 2.09074e-07 6.45894e-07 1.34747e-06 7.23008e-07 3.82945e-07 3.81247e-07
threshold=0.63167000000000006 0.090695000000000012 0.099815000000000015 0.13528000000000004 0.10129000000000002 0.13131500000000004 -0.083284999999999984 0.085535000000000014 -0.083264999999999992 0.092400000000000024 0.13695500000000002 0.13831000000000002 0.093160000000000007 0.090145000000000017 -0.073109999999999994 0.085235000000000019 -0.081839999999999982 0.081585000000000019 0.008405000000000001 -0.084359999999999991 -0.31455999999999995 -0.074759999999999979 0.094030000000000016 -1.0000000180025095e-35 0.0039400000000000008 -0.0013749999999999997 0.08486500000000001 0.085010000000000016 -0.42195999999999995 0.091465000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 9 -8 -1 11 12 13 14 -10 16 -14 18 19 -18 21 -16 23 -22 25 28 -27 -28 -25 -30
right_child=1 2 -4 -5 -6 -7 8 -9 10 -11 -12 -13 15 -15 20 -17 17 -19 -20 -21 22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=3.1610011181667493e-07 5.9405754307269545e-06 -2.7200863914913501e-05 1.5871419782342858e-06 1.1597243537835312e-05 -8.951609081009337e-06 1.1325778432365041e-05 -2.9945129625213502e-05 4.1864377126330508e-05 1.3159612466677511e-05 -1.38314055329829e-05 7.0901955892153525e-06 -1.1058444160089889e-05 -8.5564226605424047e-06 -1.1771625140927672e-05 2.0059212994965492e-05 1.474216262522532e-05 5.6882380595197904e-06 -9.5328962629537286e-06 -1.6511375958335368e-06 2.324591104024876e-05 1.1488629120322002e-05 -4.0921328850105819e-06 -1.4929895239605907e-05 -9.2305373791325777e-06 -1.8424926324631528e-06 2.4540030245196415e-05 -1.6202540298309031e-05 1.06862654104134e-05 4.0866863190335183e-07 -1.1795301301949971e-05
leaf_weight=169 34 20 20 20 20 20 22 20 29 25 31 23 37 37 25 24 25 21 24 25 20 38 33 44 561 33 20 20 1655 26
leaf_count=169 34 20 20 20 20 20 22 20 29 25 31 23 37 37 25 24 25 21 24 25 20 38 33 44 561 33 20 20 1655 26
internal_value=0 -4.19317e-06 -1.28069e-05 1.01837e-07 2.58843e-08 8.55949e-08 1.03342e-08 2.54637e-06 -1.85379e-07 -1.50703e-06 5.26128e-08 -2.75949e-08 6.64761e-08 -1.34386e-07 3.75704e-08 3.3382e-06 1.26476e-06 5.08985e-06 9.23955e-06 1.44671e-05 -1.16183e-07 5.49173e-06 -2.62658e-07 -5.92035e-08 -1.57108e-07 3.68755e-07 9.58213e-06 -2.75814e-06 -2.11449e-08 2.1991e-07
internal_weight=0 74 40 3047 3027 3007 2987 214 2773 194 2751 2720 2697 2541 2504 156 132 95 74 50 2475 63 2412 2379 2359 1798 73 40 1725 1681
internal_count=3121 74 40 3047 3027 3007 2987 214 2773 194 2751 2720 2697 2541 2504 156 132 95 74 50 2475 63 2412 2379 2359 1798 73 40 1725 1681
is_linear=0
shrinkage=0.1


Tree=5468
num_leaves=31
num_cat=0
split_feature=11 142 147 49 148 147 46 46 1426 2 2 13 132 13 400 403 160 160 43 43 43 47 3 0 50 3 0 2 52 12
split_gain=1.40974e-07 1.79879e-07 1.51461e-07 1.30973e-06 2.18387e-07 1.74123e-07 1.4578e-07 1.933e-07 2.35307e-07 1.43226e-07 1.23772e-06 2.33465e-06 1.31043e-06 4.61641e-06 3.96487e-06 9.12765e-07 6.38047e-07 1.3818e-06 4.78153e-07 1.51404e-06 1.7497e-06 1.23853e-06 2.6422e-06 5.51291e-07 1.33934e-06 1.0593e-06 7.21655e-07 4.15919e-07 1.63715e-06 7.981e-07
threshold=-0.072629999999999986 -0.057499999999999989 0.095485000000000014 -0.043469999999999995 -0.098399999999999974 0.090830000000000008 0.10987500000000001 0.083550000000000013 -0.094284999999999994 0.083715000000000026 0.082850000000000021 -0.015039999999999998 -0.083284999999999984 -0.01163 -0.079519999999999993 -0.55683499999999986 -0.55248999999999981 -0.54512499999999997 -0.0064299999999999991 -0.011694999999999999 -0.016814999999999997 0.092165000000000011 -0.012939999999999998 -0.080119999999999983 0.096900000000000014 -0.079594999999999985 -0.087184999999999985 0.084415000000000004 0.086965000000000015 0.084405000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 7 8 -6 10 12 -12 13 -10 -14 -11 -17 -18 19 20 -16 22 23 25 -25 26 -20 28 29 -19
right_child=1 2 3 -5 5 -7 -8 -9 9 15 11 -13 14 -15 18 16 17 27 21 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-8.1657047346760967e-06 -8.954835514239015e-06 -8.4636303089761589e-06 -6.5754258417548374e-06 2.5674830101252156e-05 1.0878284683712991e-05 9.4104977642928149e-06 8.3508534858299835e-06 -8.2798228691314898e-06 5.0326805250647126e-05 -2.0254278915573471e-05 4.2666566514526494e-05 -3.5946442276705662e-06 -4.3613946547252244e-05 -1.6803594808152414e-05 -1.2522492131364116e-06 -1.360999697811037e-05 2.6162913900407148e-05 1.9689485745165373e-06 1.3541247574266892e-05 -2.6251965976806116e-05 2.8967288443482175e-05 -1.3547635487043409e-05 3.1985064960180253e-05 -2.1614181319559329e-05 8.3337943038941372e-06 2.6953460865115633e-05 -9.1069502292050277e-06 -5.3833299187316669e-07 -1.6099508221404078e-05 2.6390373704998638e-05
leaf_weight=21 22 30 34 20 20 20 21 28 21 23 20 24 21 20 456 35 20 23 24 23 20 32 36 28 32 20 34 1939 22 32
leaf_count=21 22 30 34 20 20 20 21 28 21 23 20 24 21 20 456 35 20 23 24 23 20 32 36 28 32 20 34 1939 22 32
internal_value=0 5.53143e-08 1.19714e-07 5.36911e-06 2.59751e-08 1.11041e-07 4.85029e-08 -1.05386e-08 6.86204e-08 -5.80069e-09 1.12248e-06 1.74332e-05 1.8679e-07 1.75803e-05 -7.95486e-07 -4.42779e-07 -2.22757e-07 7.37682e-09 4.79958e-07 -1.19334e-06 1.74793e-08 4.53323e-06 7.85845e-06 1.56454e-06 -5.64193e-06 7.10799e-06 2.64718e-07 -2.52103e-07 6.9557e-06 1.61778e-05
internal_weight=0 3100 3078 54 3024 2994 2974 2953 2925 2905 811 44 767 41 726 2094 2071 2036 705 499 476 206 174 138 60 78 58 2016 77 55
internal_count=3121 3100 3078 54 3024 2994 2974 2953 2925 2905 811 44 767 41 726 2094 2071 2036 705 499 476 206 174 138 60 78 58 2016 77 55
is_linear=0
shrinkage=0.1


Tree=5469
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1213 1211 1212 401 15 402 1204 130 130 403 2 43 43 12 130 403 1213 1212 401 402 1209 1210 1210 13 3 52 401
split_gain=1.63699e-07 9.18007e-07 3.68651e-07 1.28271e-07 2.02001e-07 6.22335e-07 3.07987e-07 6.33696e-07 3.03542e-07 1.50948e-07 3.67571e-07 1.78556e-07 7.86812e-07 6.50649e-07 6.54661e-07 7.61511e-07 9.23737e-07 3.53854e-07 6.2033e-07 2.14735e-07 1.79287e-06 1.24808e-06 5.76186e-07 4.15485e-07 3.24647e-07 6.69613e-07 2.6669e-07 4.22774e-07 4.93585e-07 5.54439e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.51370000000000016 0.11671000000000002 0.13613500000000003 -0.06959499999999999 0.096455000000000013 -0.43418999999999991 -0.016569999999999994 0.084685000000000024 0.089120000000000019 -0.014954999999999998 0.08919500000000001 -0.052894999999999991 -0.095049999999999982 0.09857500000000001 0.082650000000000015 -0.019354999999999994 -0.090764999999999985 -0.089544999999999986 0.10956 -0.0044849999999999985 -0.087714999999999987 -0.13847499999999999 -0.079504999999999978 -0.010739999999999998 -0.08323499999999999 0.086275000000000004 0.11336
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 -3 -8 10 -10 17 -13 -14 15 16 -15 19 -19 22 -21 23 -11 -22 -25 -26 27 -24 29 -29
right_child=1 3 -4 -5 5 -7 8 -9 9 11 -12 12 13 14 -16 -17 -18 18 -20 20 21 -23 26 24 25 -27 -28 28 -30 -31
leaf_value=-1.1007810252914251e-06 2.1032591031858571e-05 -1.0371811185905244e-06 -1.3568449786463235e-05 8.0289953132250964e-06 -1.758735765330736e-05 6.2972275918582454e-06 -9.7381340083302358e-06 2.0212450418393534e-05 -1.3204894644448547e-06 -1.9514864281973135e-05 1.4029513323084059e-05 -1.6310226154322057e-05 1.3303967542318182e-05 -1.889755686673967e-05 -1.9167966699266495e-05 1.6925453425236419e-05 8.024143163311238e-06 2.0020004247574739e-05 -2.7163400280490653e-06 2.450290129331734e-05 1.4116733689748108e-05 -2.4974816251415178e-05 -1.118431536313091e-05 1.2359982286268081e-05 -1.5498738243227959e-05 6.4332844423953292e-08 -9.6176323824755827e-06 2.1376514741859864e-05 -5.2814085314633402e-06 -9.6167974106720056e-07
leaf_weight=195 21 36 27 20 24 20 32 23 39 20 26 36 30 26 21 21 25 24 24 30 21 20 21 21 28 2187 29 25 29 20
leaf_count=195 21 36 27 20 24 20 32 23 39 20 26 36 30 26 21 21 25 24 24 30 21 20 21 21 28 2187 29 25 29 20
internal_value=0 2.00412e-07 -2.61712e-06 4.84048e-08 -7.44258e-09 -6.73073e-06 9.76834e-08 7.24657e-06 -5.54144e-08 5.83744e-08 4.81951e-06 -5.80567e-08 -3.30739e-06 4.9832e-07 -3.63253e-06 8.98634e-07 -5.70065e-06 1.48684e-07 8.65183e-06 -1.78408e-08 2.16009e-07 -1.03976e-07 -3.76431e-06 1.16412e-07 -1.50756e-08 -1.32401e-07 -1.2239e-06 1.3384e-06 4.89214e-06 1.14484e-05
internal_weight=0 2899 222 2878 2858 44 2814 59 2755 2723 65 2658 159 123 93 72 51 2499 48 2451 2307 2277 144 2257 2236 2215 124 95 74 45
internal_count=3121 2899 222 2878 2858 44 2814 59 2755 2723 65 2658 159 123 93 72 51 2499 48 2451 2307 2277 144 2257 2236 2215 124 95 74 45
is_linear=0
shrinkage=0.1


Tree=5470
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1208 1209 11 142 148 147 147 147 34 30 34 133 9 2 150 44 158 12 1212 12 12 43 1213 12 52 1212
split_gain=1.32596e-07 7.43586e-07 2.98608e-07 1.16648e-07 3.16129e-07 2.80305e-07 1.16907e-07 1.67036e-07 1.21199e-07 2.29899e-07 4.60105e-07 2.11835e-07 2.17523e-07 3.04858e-07 1.74494e-07 7.69074e-07 6.96027e-07 5.02847e-07 1.33521e-07 2.45785e-07 5.12081e-07 1.66838e-07 7.35077e-07 6.82479e-07 8.37285e-07 6.74875e-07 4.5796e-07 1.9011e-06 3.36119e-06 2.02943e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11531000000000001 0.10233500000000001 -0.097919999999999993 -0.072629999999999986 -0.057499999999999989 0.099425000000000013 0.097985000000000017 0.092070000000000013 0.090115000000000015 -0.097449999999999981 0.09538000000000002 -0.057544999999999992 0.086990000000000012 0.091600000000000015 -1.0000000180025095e-35 -0.15178999999999995 0.099360000000000018 -0.47356499999999996 0.084535000000000013 0.087615000000000012 0.084290000000000018 0.08401500000000002 0.084740000000000024 0.04198000000000001 0.083815000000000014 -0.015069999999999998 0.030370000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 -7 -8 9 10 11 12 -9 14 15 -14 17 -16 -19 20 -20 22 23 24 25 26 27 29 -29 -22
right_child=1 3 -4 -5 -6 6 7 8 -10 -11 -12 -13 13 -15 16 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-9.9070279846868163e-07 1.8929338026888823e-05 -1.1803205889009406e-05 -1.2211605193173186e-05 -6.4984133620816492e-06 9.9889102287420428e-06 -7.355568130237988e-06 -8.7509834581093567e-06 8.5093436507210552e-06 7.1325838362099603e-06 -8.7182406003131325e-06 1.3471704747084563e-05 -1.0148600236448147e-05 1.8936962987936568e-05 -1.2215734541314305e-05 1.1835191849427616e-05 -5.8873278738666648e-06 -1.3552567732809571e-05 8.2285247997049287e-06 1.4368222939083353e-05 -9.4638805825929419e-06 -2.4906535344922543e-07 5.5232459698707201e-07 -1.9248146483877548e-05 -1.6311342042846029e-05 1.6237235116326094e-05 -1.3605734339086131e-05 1.3796261239052832e-05 7.9494260353385465e-06 -4.9331997191378231e-05 3.1408262189610729e-05
leaf_weight=195 21 20 27 27 32 21 21 31 25 29 26 20 24 20 37 26 37 20 25 27 567 1640 22 27 30 39 23 20 21 21
leaf_count=195 21 20 27 27 32 21 21 31 25 29 26 20 24 20 37 26 37 20 25 27 567 1640 22 27 30 39 23 20 21 21
internal_value=0 1.80374e-07 -2.35541e-06 4.35679e-08 1.05523e-07 -6.66885e-09 7.76222e-08 1.33813e-07 2.01488e-07 1.38063e-07 2.3308e-07 1.04502e-07 1.8168e-07 8.33719e-08 1.77763e-07 6.02833e-06 6.33148e-08 2.6331e-07 9.0804e-08 2.46975e-08 1.2991e-07 -1.77907e-08 -1.23206e-06 -7.02178e-07 -1.17646e-07 -8.27698e-07 -6.3368e-08 -5.70159e-07 -2.13898e-05 8.81553e-07
internal_weight=0 2899 222 2878 2851 2819 2799 2778 2757 2732 2703 2677 2657 2626 2606 50 2556 2519 2482 2462 2435 2410 770 748 721 691 652 629 41 588
internal_count=3121 2899 222 2878 2851 2819 2799 2778 2757 2732 2703 2677 2657 2626 2606 50 2556 2519 2482 2462 2435 2410 770 748 721 691 652 629 41 588
is_linear=0
shrinkage=0.1


Tree=5471
num_leaves=31
num_cat=0
split_feature=46 46 1456 160 474 12 475 51 474 1455 52 12 4 1427 151 151 151 474 157 484 1371 159 13 151 13 147 150 1 150 1375
split_gain=1.20623e-07 1.44366e-07 1.39635e-07 3.82266e-07 1.82726e-07 5.4661e-07 8.89657e-07 5.64077e-07 5.30088e-07 5.05178e-07 4.04126e-07 2.74289e-07 3.94402e-07 2.44432e-07 2.69253e-07 4.44208e-07 2.93676e-07 2.4919e-07 1.19545e-06 2.05321e-06 8.25071e-07 6.69734e-07 7.07317e-07 5.39104e-07 2.63849e-07 2.23048e-07 2.26344e-07 6.07017e-07 3.50709e-07 4.52283e-07
threshold=0.10987500000000001 0.083550000000000013 0.11510000000000002 -0.046074999999999991 0.089435000000000014 0.10149500000000002 0.05680000000000001 -0.079189999999999983 0.088710000000000011 0.078065000000000009 -0.53447999999999996 0.088725000000000012 0.50996500000000011 0.089335000000000012 0.13340000000000005 0.10561000000000002 0.092070000000000013 0.08393500000000001 -0.086284999999999987 0.085790000000000019 0.083235000000000017 0.04105000000000001 -0.084034999999999985 -0.52488999999999986 -0.0044799999999999987 0.095485000000000014 0.10980500000000001 0.10887500000000001 0.097210000000000005 0.097315000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 6 7 -6 13 10 -9 12 -12 14 15 16 17 20 19 -19 23 22 -20 -1 -23 26 28 -28 29 -25
right_child=-2 -3 3 -5 5 -7 -8 9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 21 -21 -22 24 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-1.4042802541991005e-05 7.3784882674358828e-06 -7.2003511572152746e-06 1.5816201812413056e-05 -2.9030540285172418e-06 -1.5970445268370289e-05 -1.7183098979482262e-05 1.8738118860710529e-05 1.5271278145974067e-05 1.3822668532270655e-05 -1.4172164033384023e-05 1.0786670314105166e-05 -1.0749384068731161e-05 -6.7484367362972678e-06 1.1010790046839247e-05 -8.7996467538329977e-06 1.4875779402245826e-05 -1.1094990870219591e-05 4.606646724880648e-06 2.5147309779640641e-05 -4.0163018521915164e-05 1.5257939523710066e-05 -1.3787747341418502e-05 -1.4481284233625047e-06 1.8939654329170361e-07 2.0822116061935958e-06 7.8700540954643573e-06 -1.4769340587276129e-05 5.757262707447808e-06 1.0765212337285066e-05 -1.4550841271037435e-05
leaf_weight=27 22 28 20 24 30 24 20 20 28 22 29 20 23 20 35 20 24 20 20 21 36 22 20 2378 20 37 34 25 31 21
leaf_count=27 22 28 20 24 30 24 20 20 28 22 29 20 23 20 35 20 24 20 20 21 36 22 20 2378 20 37 34 25 31 21
internal_value=0 -5.23763e-08 1.27957e-08 5.6057e-06 -6.85018e-08 -3.08774e-06 -1.02501e-06 -3.76989e-06 1.31434e-07 -5.59213e-07 2.69606e-06 -7.9706e-07 3.03076e-06 -4.94273e-09 -8.38803e-08 2.68062e-08 -8.1739e-08 1.57235e-08 -4.38206e-06 -1.83242e-05 2.24656e-07 2.58899e-06 1.18496e-05 1.26711e-08 -6.23062e-06 1.62908e-07 4.83378e-08 -6.07163e-06 1.9693e-07 6.03657e-08
internal_weight=0 3099 3071 44 3027 188 164 144 2839 114 92 72 52 2811 2791 2756 2736 2712 123 41 2589 82 40 2553 42 2526 2489 59 2430 2399
internal_count=3121 3099 3071 44 3027 188 164 144 2839 114 92 72 52 2811 2791 2756 2736 2712 123 41 2589 82 40 2553 42 2526 2489 59 2430 2399
is_linear=0
shrinkage=0.1


Tree=5472
num_leaves=31
num_cat=0
split_feature=400 130 133 1186 1186 132 50 1185 15 1185 1212 52 52 133 1213 393 130 394 394 0 0 132 15 15 51 51 16 51 51 1
split_gain=1.18814e-07 6.26242e-07 6.27179e-07 2.08e-07 8.28034e-07 4.55549e-07 5.39046e-06 3.729e-06 3.37478e-07 2.50894e-07 4.65844e-07 2.10631e-07 1.75904e-07 2.29869e-07 1.73238e-07 1.54047e-07 2.59715e-07 7.59018e-07 3.09821e-07 2.95114e-07 5.35519e-07 1.42593e-07 3.62234e-07 1.81282e-07 1.20681e-07 6.38357e-07 8.16266e-07 6.20324e-07 6.44989e-07 2.08025e-06
threshold=-0.090569999999999998 0.087380000000000013 -0.029034999999999995 0.057025000000000006 0.084505000000000011 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.092400000000000024 0.085600000000000009 0.085650000000000018 0.090645000000000017 0.085815000000000016 -0.082724999999999979 0.085835000000000009 0.09389500000000002 -0.004729999999999999 -0.079154999999999989 -0.0038099999999999996 -0.088099999999999984 -0.079984999999999987 -0.41127499999999995 -0.09551999999999998 0.084050000000000014 0.094075000000000006 0.090230000000000019 -0.089669999999999986 0.087505000000000013 0.078435000000000019 0.086920000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 8 -7 11 15 -11 14 13 -6 21 16 17 -9 -18 -19 -21 -2 -23 -24 25 27 -27 28 -20 -30
right_child=3 -3 -4 4 12 7 -8 9 -10 10 -12 -13 -14 -15 -16 -17 18 19 24 20 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-1.8347954773205511e-06 7.762023169957304e-06 -9.021278157561597e-06 2.1607220725854859e-05 -1.8838297546608376e-05 -9.5818112413326162e-06 -4.3275444895698462e-05 5.3871900829562949e-05 -2.2611951530961962e-05 -1.2179224463200929e-05 -1.4417692044004912e-06 1.8858308083054e-05 1.0164933365786056e-05 8.5765976347250795e-06 3.7060113656176935e-06 -8.9307598913861017e-06 7.1857073243304991e-06 1.243673606950324e-05 8.7665531765732961e-06 -3.0075952765379721e-08 -1.5752954135203491e-05 6.3342150194027157e-06 -1.2635486348244741e-05 1.0343198971440871e-05 -2.148756783963808e-06 1.8341404749995283e-06 1.4578646550944542e-06 -2.7112510556435153e-05 1.3526975762391831e-05 9.0672228187334735e-06 -3.2568583750010777e-05
leaf_weight=21 23 24 25 29 23 20 20 20 24 26 20 20 22 30 22 29 20 23 2150 23 21 20 21 26 298 20 20 33 24 24
leaf_count=21 23 24 25 29 23 20 20 20 24 26 20 20 22 30 22 29 20 23 2150 23 21 20 21 26 298 20 20 33 24 24
internal_value=0 4.07342e-06 1.09054e-05 -9.34621e-08 -4.48872e-06 6.1647e-08 4.99497e-06 -2.51693e-07 -1.2713e-06 6.10934e-08 7.38435e-06 7.11956e-07 1.05978e-06 -2.0604e-06 -9.76075e-07 -6.34426e-08 -1.42002e-07 -5.51618e-06 3.85902e-08 -4.12966e-07 -5.21135e-06 9.68403e-07 -1.36373e-06 3.43276e-06 -5.7931e-08 -3.06208e-07 -1.28273e-05 -8.17148e-08 -2.86031e-07 -1.17507e-05
internal_weight=0 70 46 3051 104 2947 176 2771 156 2751 46 132 75 53 112 2705 2676 87 2589 67 44 90 67 47 2569 2271 40 2231 2198 48
internal_count=3121 70 46 3051 104 2947 176 2771 156 2751 46 132 75 53 112 2705 2676 87 2589 67 44 90 67 47 2569 2271 40 2231 2198 48
is_linear=0
shrinkage=0.1


Tree=5473
num_leaves=31
num_cat=0
split_feature=132 1185 403 132 132 403 13 2 12 4 46 1428 473 16 16 131 132 132 132 402 160 12 16 479 15 131 131 480 480 160
split_gain=1.36144e-07 9.09629e-07 3.15623e-07 1.31436e-06 4.15011e-07 2.22568e-07 1.8768e-07 2.72752e-07 5.46282e-07 1.41447e-07 1.193e-07 1.76844e-07 2.2965e-07 1.7421e-07 1.54509e-07 1.45838e-07 2.44345e-07 1.45009e-07 3.98058e-07 3.37806e-07 4.13555e-07 7.81942e-07 4.3307e-07 3.02559e-07 2.528e-07 2.06139e-07 1.61731e-06 1.12834e-06 5.31667e-07 5.23948e-07
threshold=-0.083174999999999985 -0.083264999999999992 -0.074254999999999988 -0.1075 -0.084829999999999989 -0.090774999999999981 -0.033284999999999988 0.089320000000000024 0.11418000000000002 0.056795000000000005 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 0.64105000000000001 -0.072804999999999981 0.13612500000000002 0.13831000000000002 0.093160000000000007 0.090145000000000017 0.090045000000000014 0.085045000000000023 0.08493500000000001 -0.081299999999999983 0.11253500000000001 0.086495000000000002 0.089415000000000008 0.090690000000000007 0.11191000000000002 0.10344000000000002 -0.016279999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 6 5 -1 9 -8 -9 -4 11 -3 -13 15 -12 16 17 18 23 20 21 -19 -23 25 -24 27 -27 28 -14 -28
right_child=1 10 3 -5 -6 -7 7 8 -10 -11 14 12 13 -15 -16 -17 -18 19 -20 -21 -22 22 24 -25 -26 26 29 -29 -30 -31
leaf_value=7.1382884492604286e-06 2.0919674742409763e-05 -7.4424333989853156e-06 1.0322027002898505e-05 -2.6186341368884315e-05 1.4401716093527198e-05 -5.0595123026981207e-06 -1.3396298925813644e-05 1.2363781750082125e-05 -1.1008896306066163e-05 -1.2845152512108188e-06 -7.1238658995792756e-07 1.0711180789257925e-05 1.3633453317901754e-07 -7.1571128806206572e-06 1.0878819869938763e-05 6.7565851175288577e-06 -1.0529955993247727e-05 2.1802789097234514e-05 -1.0286334881321207e-05 -8.4243832692333275e-06 -8.2694233333313599e-06 -9.1895079900377432e-06 1.2435472513386361e-05 1.0554459172622214e-05 -7.3070668804575689e-07 -2.2390526569577361e-05 7.5925018148430872e-06 2.3840910637318304e-05 -1.5486319543097952e-05 -3.4552271941507356e-06
leaf_weight=21 21 32 21 25 21 52 21 20 20 21 23 20 2215 34 23 32 22 28 38 22 20 23 35 27 25 36 70 20 22 111
leaf_count=21 21 32 21 25 21 52 21 20 20 21 23 20 2215 34 23 32 22 28 38 22 20 23 35 27 25 36 70 20 22 111
internal_value=0 1.82774e-07 -2.38671e-06 -5.61793e-06 2.01325e-06 -1.55056e-06 -6.256e-07 -4.16762e-06 6.77443e-07 4.51876e-06 3.1462e-08 -5.05933e-08 3.38849e-08 -4.29302e-08 5.08322e-06 4.51551e-08 -3.39775e-08 5.17995e-08 -1.28367e-07 3.04162e-06 4.96721e-06 7.35219e-06 2.47729e-06 2.59722e-08 6.94956e-06 -8.89304e-08 -3.03278e-06 1.94107e-07 -1.7308e-08 8.17375e-07
internal_weight=0 2899 222 128 94 73 103 61 40 42 2878 2832 2800 2780 46 2746 2714 2692 2539 153 131 111 83 2501 60 2474 217 2257 2237 181
internal_count=3121 2899 222 128 94 73 103 61 40 42 2878 2832 2800 2780 46 2746 2714 2692 2539 153 131 111 83 2501 60 2474 217 2257 2237 181
is_linear=0
shrinkage=0.1


Tree=5474
num_leaves=31
num_cat=0
split_feature=400 2 12 130 15 400 393 390 394 394 393 1212 1212 1212 16 403 1212 1 133 42 1209 4 4 13 133 1447 42 403 160 4
split_gain=1.21451e-07 5.90156e-07 4.57247e-07 3.36367e-07 8.14374e-07 2.78982e-07 1.71264e-07 1.27424e-07 1.336e-07 1.29881e-07 1.3112e-07 1.20796e-07 1.40051e-06 1.10402e-06 4.98463e-07 4.2278e-07 7.61997e-07 4.47984e-07 3.90678e-07 4.83857e-07 2.53635e-07 1.88118e-06 2.37168e-06 7.05089e-07 2.23499e-07 2.00647e-07 7.38341e-07 4.71262e-07 3.9625e-07 4.6387e-07
threshold=-0.08262499999999999 0.080205000000000012 0.087505000000000013 0.08610000000000001 0.084905000000000022 -0.081639999999999976 0.10585500000000002 0.087590000000000015 -0.099329999999999988 -0.087044999999999997 -0.081989999999999993 0.087505000000000013 0.086860000000000007 0.088215000000000016 -0.014754999999999999 -0.036149999999999995 0.13613500000000003 0.088135000000000005 -0.0023199999999999996 0.087195000000000009 0.085095000000000018 -0.081714999999999996 -0.078629999999999992 -0.055129999999999992 0.068115000000000023 -0.086359999999999978 0.087665000000000007 -0.55276999999999987 -0.090764999999999985 -0.015624999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2 7 8 -7 -10 -11 12 20 -13 15 16 17 18 19 -15 25 -22 -23 -24 -20 26 28 -27 -12 -30
right_child=5 2 3 -5 -6 6 -8 -9 9 10 11 13 -14 14 -16 -17 -18 -19 24 -21 21 22 23 -25 -26 27 -28 -29 29 -31
leaf_value=1.5854917707461677e-05 -1.1616528588222406e-05 -9.4236716265456665e-06 2.1964398911222816e-05 -5.7071565937473106e-06 -5.0007535069848276e-06 -6.2597708901219251e-06 7.1140458465268956e-06 5.6227358072646897e-06 6.3079625555650237e-06 -8.2684376502584216e-06 -1.150861742486165e-05 2.3914992062773743e-05 -2.6051802693213437e-05 -1.8562072800705212e-05 -1.1845729556713901e-05 1.1388048133576868e-05 -1.8161915223962359e-05 1.6169258888112381e-05 1.3672633513990498e-05 2.7053090310919683e-06 2.6652663918217252e-05 -3.1970630412355863e-05 -4.0781458751769694e-06 2.1539268182767628e-05 -7.5020503903612161e-07 -1.4736766823499119e-05 2.025168471804632e-05 -3.5309812349732706e-07 -5.9427436296929327e-06 1.3553251318836163e-05
leaf_weight=28 21 37 24 22 21 36 33 38 31 20 23 21 21 20 31 37 21 20 21 23 28 21 21 22 22 23 22 2364 23 26
leaf_count=28 21 37 24 22 21 36 33 38 31 20 23 21 21 20 31 37 21 20 21 23 28 21 21 22 22 23 22 2364 23 26
internal_value=0 2.96844e-06 -5.00996e-07 4.42645e-06 9.38066e-06 -1.31099e-07 -4.98342e-08 -1.30382e-07 -2.05846e-07 -1.29669e-07 -2.00187e-07 -1.42762e-07 -3.3196e-07 2.12936e-06 -2.16787e-07 1.98137e-06 -7.59162e-07 2.68855e-06 -4.46495e-07 -7.1865e-06 -1.22042e-07 5.03385e-06 -4.42438e-06 9.02844e-06 6.29351e-06 -3.13232e-07 4.21851e-06 -4.91692e-07 -6.80511e-07 4.40207e-06
internal_weight=0 132 104 67 45 2989 2968 2935 2897 2861 2830 2810 2594 216 195 164 127 106 86 43 2573 92 64 43 43 2481 94 2387 72 49
internal_count=3121 132 104 67 45 2989 2968 2935 2897 2861 2830 2810 2594 216 195 164 127 106 86 43 2573 92 64 43 43 2481 94 2387 72 49
is_linear=0
shrinkage=0.1


Tree=5475
num_leaves=31
num_cat=0
split_feature=1446 479 481 0 481 484 43 483 158 158 1447 1447 160 44 1453 1456 1455 159 1456 42 1456 484 483 482 484 0 130 2 158 158
split_gain=1.24858e-07 2.59509e-07 1.84685e-07 1.0981e-06 2.74106e-07 1.66494e-06 1.1266e-06 1.96684e-07 3.23877e-07 2.1612e-07 1.8669e-07 7.41351e-07 5.42643e-07 1.31736e-07 5.42788e-07 1.32993e-06 2.99032e-07 6.32364e-07 3.25342e-07 7.67902e-07 5.56705e-07 4.14274e-07 2.50291e-07 2.96131e-07 3.84788e-07 1.62112e-06 1.40485e-06 6.46017e-07 3.39766e-07 2.2343e-07
threshold=-0.09143999999999998 0.10713500000000002 -0.15265499999999996 -0.082484999999999989 -0.086484999999999992 -0.081614999999999979 -0.025214999999999998 -0.47356499999999996 0.13509500000000002 0.12212000000000002 -0.086849999999999997 -0.085709999999999995 -0.55248999999999981 0.099360000000000018 -0.079219999999999985 -0.082809999999999981 0.098910000000000012 -0.46409499999999998 -0.077769999999999992 0.089535000000000017 -0.011624999999999998 0.065750000000000017 0.11832500000000001 0.10022500000000002 0.10126500000000001 -0.080689999999999984 -0.23123999999999997 0.31358000000000003 0.107145 0.10254000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 -6 9 10 -9 -12 -13 14 15 -14 18 -18 19 21 -20 -16 23 24 26 -26 -22 28 29 -28
right_child=1 -3 4 -5 7 -7 -8 8 -10 -11 11 12 13 -15 16 -17 17 -19 20 -21 22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-7.0386848310590718e-06 -1.9419485484259322e-05 8.3814669274894149e-06 -2.2092559120210354e-05 1.1495781942585381e-05 -9.5061434029213906e-06 2.9570277062399936e-05 1.0700658764438809e-05 7.0335650139600762e-06 1.2666538418670826e-05 -9.5528834274697761e-06 -1.5016994979250188e-05 1.5702801849990713e-05 -5.1228682568762452e-06 -7.1491562507092635e-06 8.1910324680783171e-06 2.8588918629876304e-05 1.5858589274732647e-06 -1.7912893957239655e-05 -1.6842539516801483e-05 2.1652829617897111e-05 2.5228481321061156e-05 -7.3076554225040395e-06 -9.6697785246996549e-06 1.0236461127988151e-05 6.5334530784733437e-06 -2.9948953356108093e-05 -7.7120717954512374e-09 -1.5537815704226011e-05 9.9427577127056901e-06 -8.1734624452966434e-06
leaf_weight=25 27 37 20 20 22 21 22 37 20 24 33 22 25 26 35 22 39 29 20 23 22 34 27 28 29 21 2316 27 34 34
leaf_count=25 27 37 20 20 22 21 22 37 20 24 33 22 25 26 35 22 39 29 20 23 22 34 27 28 29 21 2316 27 34 34
internal_value=0 5.68355e-08 -4.38547e-08 -6.26405e-06 5.32068e-08 6.57999e-06 -4.91516e-06 -8.62259e-08 -1.54237e-08 -1.02675e-07 -2.40051e-08 -1.15758e-07 5.90516e-08 -6.42599e-08 2.36118e-09 1.06571e-05 -1.81882e-07 -6.72979e-06 -1.38605e-08 5.82871e-06 -2.23992e-07 5.53998e-07 -9.30341e-08 9.94165e-09 -1.0538e-07 -8.78916e-06 7.30787e-08 -1.5646e-07 1.77411e-08 -1.25855e-07
internal_weight=0 3096 3059 47 3012 63 42 2949 2927 2907 2883 2846 2813 2791 2765 47 2718 68 2650 92 2558 69 2538 2511 2483 50 2433 2411 2384 2350
internal_count=3121 3096 3059 47 3012 63 42 2949 2927 2907 2883 2846 2813 2791 2765 47 2718 68 2650 92 2558 69 2538 2511 2483 50 2433 2411 2384 2350
is_linear=0
shrinkage=0.1


Tree=5476
num_leaves=31
num_cat=0
split_feature=130 10 0 40 40 48 1 1 1 158 15 45 376 39 9 10 0 9 12 12 0 132 1 393 3 12 12 3 42 4
split_gain=1.69921e-07 3.73096e-07 5.62419e-07 3.09048e-07 2.46278e-07 1.89203e-07 1.76653e-07 4.95891e-07 4.15541e-07 2.68651e-07 3.08908e-07 2.44323e-07 2.55828e-07 2.60514e-07 7.7681e-07 6.31264e-07 2.06597e-07 1.97955e-07 1.96635e-07 4.34018e-07 8.81709e-07 3.43136e-07 5.88767e-06 1.8294e-06 9.61813e-07 2.75045e-07 1.24226e-06 9.15294e-07 2.84937e-06 6.58954e-07
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 -0.085734999999999992 0.085485000000000019 0.13686500000000004 0.13968000000000003 0.13436000000000001 0.088740000000000013 -0.41942499999999994 0.094030000000000016 0.088720000000000007 -1.0000000180025095e-35 0.092235000000000011 0.0036750000000000007 -0.047369999999999995 0.086220000000000005 0.099815000000000015 0.10193000000000001 -0.074479999999999977 -0.083284999999999984 0.089370000000000019 0.11170000000000001 -0.083489999999999995 0.096525000000000014 0.096990000000000007 -0.073309999999999986 0.097020000000000009 -0.069999999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 8 -8 11 10 -9 12 13 -6 15 17 -12 18 21 20 -20 22 24 25 -15 -23 -27 28 29 -28
right_child=1 3 -4 4 6 -7 7 9 -10 -11 16 -13 -14 14 -16 -17 -18 -19 19 -21 -22 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-9.1878222337982159e-06 -1.8945925625129824e-06 -1.2157196354001783e-05 2.1536748017751962e-05 1.0780273204717733e-05 9.8761207882321131e-06 -9.3029864274285505e-07 -1.551359903584983e-05 -1.2500976754381555e-05 1.2172645407255395e-05 9.9197430745334718e-06 -6.5333739387694686e-06 -1.081596695994016e-05 -1.0060105076036053e-05 1.7968558878554464e-06 -1.6566078787556246e-05 1.4601404503385616e-05 6.2314493540327483e-06 -9.8967557460127877e-06 5.4828647989779716e-06 -6.4416139014855267e-07 -2.0887494122234786e-05 1.1465281985542918e-07 5.5422962568627553e-05 -2.9982146397742326e-05 -1.9453409355004885e-05 2.3519692149420734e-05 -3.7262382451883934e-06 1.6868209642476964e-05 -3.506452807730808e-05 1.798280211881286e-05
leaf_weight=20 21 21 20 37 27 22 28 24 28 20 21 21 25 89 28 30 32 20 21 309 32 2026 20 20 28 28 29 24 23 27
leaf_count=20 21 21 20 37 27 22 28 24 28 20 21 21 25 89 28 30 32 20 21 309 32 2026 20 20 28 28 29 24 23 27
internal_value=0 5.92572e-08 9.53533e-06 -6.77098e-08 1.58306e-08 6.41362e-06 -1.10837e-07 -3.79043e-06 5.0266e-08 -4.06423e-07 -3.08854e-06 -6.98e-08 1.06239e-08 1.01155e-07 5.32242e-09 1.75535e-07 1.17369e-06 1.50097e-08 8.90886e-08 -2.07819e-06 -1.04389e-05 4.28136e-07 5.28236e-06 1.22656e-07 -3.28868e-06 4.01792e-07 4.84259e-06 -2.34683e-07 -5.4305e-06 6.74062e-06
internal_weight=0 3101 41 3060 3039 59 2980 125 2855 97 77 2827 2806 2781 2754 2726 53 2696 2676 362 53 2314 137 2177 117 2157 131 103 79 56
internal_count=3121 3101 41 3060 3039 59 2980 125 2855 97 77 2827 2806 2781 2754 2726 53 2696 2676 362 53 2314 137 2177 117 2157 131 103 79 56
is_linear=0
shrinkage=0.1


Tree=5477
num_leaves=31
num_cat=0
split_feature=1429 156 1429 130 40 130 394 43 1429 2 156 15 15 15 9 45 401 132 131 16 0 2 2 3 4 16 1 1 0 52
split_gain=1.43983e-07 3.70239e-07 1.94026e-07 1.39211e-07 3.78126e-07 1.55423e-07 2.03069e-07 5.80766e-07 1.39331e-07 3.68976e-07 6.60618e-07 1.35964e-07 9.68828e-07 6.66408e-07 3.68792e-07 2.90271e-07 2.84613e-07 4.50819e-07 4.32778e-07 2.65609e-07 2.51864e-07 6.64591e-07 7.88263e-07 1.21329e-06 1.19763e-06 1.54169e-06 4.64941e-07 4.82939e-07 3.79503e-07 1.81391e-06
threshold=-0.23752499999999996 0.32523500000000005 -0.094049999999999981 -0.23647499999999996 -0.23202499999999995 -0.14628999999999995 0.013605000000000001 -0.010344999999999998 -1.0000000180025095e-35 0.086950000000000013 0.092820000000000014 -0.10203999999999998 -0.099734999999999976 -0.10653 0.08925000000000001 0.094030000000000016 0.094270000000000007 0.091615000000000016 0.10216000000000001 0.051380000000000002 -0.14226499999999997 0.11263500000000001 0.10644500000000001 0.096675000000000011 -0.0070899999999999991 -0.095964999999999981 0.078340000000000007 0.084885000000000002 -0.11173999999999999 0.0060650000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 8 -8 9 -7 -11 13 -13 16 15 20 17 19 -19 -10 21 22 23 24 26 -26 -14 -28 29 -22
right_child=1 -3 3 4 5 6 7 -9 11 10 -12 12 14 -15 -16 -17 -18 18 -20 -21 28 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-8.0613638250394039e-06 -8.1718238483329614e-06 1.3619123515127286e-05 -8.2690409180941066e-06 1.1272558216054071e-05 -7.862108475819695e-06 1.2262735387566589e-05 -4.252062138799705e-06 1.9292947290523446e-05 -2.946960412282226e-07 6.9525559183603038e-06 -1.4719311688664178e-05 -2.0919494312218613e-05 1.1769378410722962e-05 1.4415956208798284e-05 1.1786343267885969e-05 -1.2420067819221003e-05 1.0497494104828758e-05 -2.0291800561131997e-05 2.6235464360979678e-07 6.9410244997802158e-06 2.0626718047104213e-06 -9.9617298860032349e-06 2.2341614688533206e-05 -1.5530807883712035e-05 -7.180591031404524e-08 3.6681637335277629e-05 -1.8025239662620154e-05 1.906054377844069e-06 -3.8782860230679905e-07 -3.2573667892523061e-05
leaf_weight=22 29 20 20 30 25 33 22 20 362 39 22 23 21 36 25 20 26 21 20 59 54 33 24 29 21 25 20 31 1968 21
leaf_count=22 29 20 20 30 25 33 22 20 362 39 22 23 21 36 25 20 26 21 20 59 54 33 24 29 21 25 20 31 1968 21
internal_value=0 5.72317e-08 -3.08611e-08 4.65447e-08 1.01433e-07 -1.02782e-08 5.57036e-08 6.95985e-06 -4.31624e-08 3.74463e-06 -8.63527e-07 -1.68577e-07 -4.97823e-07 1.28601e-06 -2.92893e-07 -4.261e-07 3.17407e-07 -2.55498e-07 -1.02654e-05 7.19336e-07 -3.19345e-07 3.03108e-06 5.53847e-06 2.7951e-06 7.29892e-06 1.99029e-05 -7.53613e-07 -5.91014e-06 -6.53896e-07 -7.6355e-06
internal_weight=0 3099 3079 3050 3030 3000 2975 42 2933 94 61 2839 2315 524 2292 2267 488 462 41 421 2247 204 171 147 118 46 72 51 2043 75
internal_count=3121 3099 3079 3050 3030 3000 2975 42 2933 94 61 2839 2315 524 2292 2267 488 462 41 421 2247 204 171 147 118 46 72 51 2043 75
is_linear=0
shrinkage=0.1


Tree=5478
num_leaves=31
num_cat=0
split_feature=44 46 1429 156 11 52 475 1446 479 32 33 9 2 16 1374 151 1371 482 1 3 4 402 16 2 160 133 16 3 3 157
split_gain=1.55365e-07 4.60599e-07 3.42947e-07 3.02592e-07 1.87124e-07 6.63107e-07 3.9718e-07 1.3704e-07 2.2264e-07 1.37558e-07 1.80366e-07 2.20105e-07 3.05231e-07 1.45098e-07 7.43175e-07 8.96606e-07 6.70185e-07 8.1717e-07 7.96672e-07 6.69341e-07 4.8682e-07 4.78096e-07 6.14359e-07 4.2751e-07 4.26536e-07 9.77322e-07 1.06071e-06 5.0494e-07 9.42337e-07 8.26258e-07
threshold=0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.095720000000000013 -0.094124999999999986 0.093020000000000005 -0.09143999999999998 0.11253500000000001 0.078360000000000013 -0.012019999999999998 0.089995000000000006 -0.045829999999999989 -0.0094449999999999968 0.087855000000000016 -0.40381499999999992 0.083235000000000017 0.098465000000000011 0.15471500000000002 -0.16726499999999997 -0.15464999999999998 0.10874500000000002 -0.0083599999999999976 -0.0050599999999999994 -0.090484999999999996 0.084415000000000018 0.052820000000000013 0.0051600000000000005 -0.010424999999999999 -0.080799999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 -4 9 10 -9 12 -12 16 15 -15 17 18 19 -14 -21 22 -17 -22 25 -24 -27 28 -26 -29
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 11 -13 13 14 -16 21 -18 -19 -20 20 23 -23 24 -25 27 26 -28 29 -30 -31
leaf_value=-1.3140274074885384e-05 1.7235914187949676e-05 -2.6336297261358206e-06 -7.7619035211717399e-06 1.2257210746611238e-05 -1.9955682212942826e-05 1.988388827385279e-06 1.3119102834480146e-05 -8.7852780931522538e-06 9.3838975026301354e-06 7.9704878999109496e-06 -9.3307685997640684e-06 7.480005368913561e-06 1.4540785614514108e-05 2.0306583319325004e-05 -1.9661204290362852e-05 -1.5389020666501189e-05 1.48063273982757e-05 -1.9404571187243122e-05 2.0283736794226571e-05 -1.3133905443802569e-05 1.2414331450015329e-05 1.0042368642865079e-05 -3.4991611264396331e-06 -4.6096261713140396e-08 -2.1561626653255128e-06 3.1832753170006488e-05 1.2959617379237898e-08 -1.3401339466886007e-05 -1.9284419826202367e-05 6.9529246271270232e-06
leaf_weight=20 20 28 23 20 21 40 23 24 25 21 36 38 32 20 21 31 32 21 20 28 28 37 56 1657 581 22 20 24 34 118
leaf_count=20 20 28 23 20 21 40 23 24 25 21 36 38 32 20 21 31 32 21 20 28 28 37 56 1657 581 22 20 24 34 118
internal_value=0 5.64535e-06 -8.81763e-08 -2.6729e-09 -8.35162e-08 -5.56613e-06 2.90139e-08 -7.30791e-08 -1.26406e-08 -9.36173e-08 -1.52418e-07 -7.9873e-08 -1.81816e-07 -6.34256e-08 -1.05519e-06 -6.4085e-07 4.62462e-07 2.05462e-07 4.38782e-07 2.11333e-07 -5.63512e-08 -1.09475e-06 -1.55984e-06 1.60961e-07 -1.05843e-06 5.14925e-06 1.66805e-05 -1.86207e-06 -3.10309e-06 3.51277e-06
internal_weight=0 48 3073 3053 3033 61 2972 2949 2926 2901 2880 2856 2818 2782 964 943 1818 1786 1765 1745 1713 923 886 1685 855 98 42 757 615 142
internal_count=3121 48 3073 3053 3033 61 2972 2949 2926 2901 2880 2856 2818 2782 964 943 1818 1786 1765 1745 1713 923 886 1685 855 98 42 757 615 142
is_linear=0
shrinkage=0.1


Tree=5479
num_leaves=31
num_cat=0
split_feature=156 472 479 159 481 13 483 158 481 133 4 158 1447 1447 160 12 132 1185 50 132 12 47 10 33 47 47 44 47 484 51
split_gain=1.61916e-07 2.05652e-07 1.39749e-07 2.57024e-07 2.7438e-07 2.16843e-07 2.16742e-07 2.37586e-07 2.45538e-07 2.15441e-06 1.73947e-06 1.71936e-07 1.8726e-07 5.86934e-07 4.65319e-07 2.9147e-07 1.52271e-07 7.60175e-07 3.8875e-07 2.80767e-07 3.19491e-07 1.72928e-07 1.53762e-06 8.73264e-07 7.1585e-07 3.82213e-07 3.25877e-07 9.84523e-07 2.83215e-07 5.00169e-07
threshold=0.3248100000000001 -0.097514999999999977 0.10769500000000001 0.24213000000000004 -0.15689499999999998 -0.077799999999999994 -0.47356499999999996 0.13559000000000002 -0.086484999999999992 0.086910000000000015 -0.04890499999999999 0.12212000000000002 -0.086849999999999997 -0.085709999999999995 -0.55248999999999981 0.085325000000000012 -0.083174999999999985 -0.083264999999999992 0.09227500000000001 -0.088184999999999986 0.087995000000000004 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.097970000000000015 0.09055500000000001 0.099360000000000018 0.10254000000000001 -0.078424999999999981 -0.40274499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -6 8 9 10 -8 12 15 -14 -15 -10 18 -18 19 -16 -21 23 -23 -19 -24 -25 27 -26 -29 -30
right_child=-2 2 5 -5 6 -7 7 -9 11 -11 -12 -13 13 14 16 -17 17 21 -20 20 -22 22 24 25 26 -27 -28 28 29 -31
leaf_value=1.0169596710056795e-05 -8.3593906943544582e-06 -1.1390911775032736e-05 -1.3254901316486212e-05 1.1373607835594158e-05 -9.5905507489236612e-06 1.2943397883819195e-06 1.3872165477964289e-05 1.101692038901092e-05 -2.8747203009160671e-06 3.2559442860517827e-05 -2.5459246451784725e-05 -8.3140556644138999e-06 -1.3148607792559502e-05 1.4555945997265307e-05 1.2744805969363608e-06 1.3052842654427946e-05 1.9119545261977087e-05 -1.721859428168197e-05 -1.3581901609021381e-05 -6.7599844791962266e-08 -1.6441489622758872e-05 2.9088523299947157e-05 -1.7875276164431856e-05 -1.7664029592523522e-07 2.2566323798895137e-05 1.2781663149474338e-05 -1.0013601184341714e-05 -8.6386179711033556e-06 1.7049565713023185e-05 1.1257231106503027e-07
leaf_weight=20 23 21 20 20 23 21 22 20 20 21 23 25 34 22 142 27 21 30 28 26 22 20 20 2199 23 23 21 28 20 136
leaf_count=20 23 21 20 20 23 21 22 20 20 21 23 25 34 22 142 27 21 30 28 26 22 20 20 2199 23 23 21 28 20 136
internal_value=0 6.20601e-08 -3.61587e-09 7.46748e-08 -2.27023e-10 -5.80285e-06 7.96142e-08 1.54425e-07 8.08562e-08 6.11172e-06 -6.23056e-06 -5.70159e-08 1.51106e-08 -8.94088e-08 7.02506e-08 6.27516e-06 -4.52569e-08 1.72343e-07 -2.58159e-06 -9.60495e-07 -7.5723e-06 1.44496e-08 2.41576e-06 -2.7132e-07 2.64734e-07 -4.25084e-08 1.85596e-06 3.06012e-06 6.21847e-07 2.28398e-06
internal_weight=0 3098 3078 3037 3017 41 2996 2973 2953 66 45 2887 2862 2815 2781 47 2759 2541 218 190 48 2520 268 2252 248 2222 228 207 184 156
internal_count=3121 3098 3078 3037 3017 41 2996 2973 2953 66 45 2887 2862 2815 2781 47 2759 2541 218 190 48 2520 268 2252 248 2222 228 207 184 156
is_linear=0
shrinkage=0.1


Tree=5480
num_leaves=31
num_cat=0
split_feature=46 44 97 34 34 34 9 10 9 1456 48 1 1 48 1371 157 157 151 49 157 52 49 52 1446 480 160 133 160 479 160
split_gain=1.52836e-07 4.2342e-07 1.57303e-07 2.91367e-07 3.23298e-07 4.0315e-07 4.63154e-07 8.75496e-07 2.88007e-07 1.54097e-07 1.53689e-07 4.49449e-07 7.67141e-07 1.67576e-07 1.38198e-07 1.41415e-07 1.73972e-06 1.02441e-06 3.99892e-07 9.06701e-07 7.36428e-07 5.53385e-07 2.86137e-07 2.35477e-07 3.59394e-07 2.37822e-07 2.63644e-07 1.79505e-06 1.75694e-06 7.31111e-07
threshold=0.084955000000000017 0.10049500000000001 -0.086464999999999986 -0.08786999999999999 -0.08330499999999999 -0.057544999999999992 0.091600000000000015 0.094860000000000014 0.082870000000000013 0.12676500000000004 0.12474000000000002 0.11212500000000002 0.12456000000000002 0.11326500000000002 0.087810000000000013 -0.087184999999999985 -0.086284999999999987 -0.08422499999999998 0.08610000000000001 -0.090759999999999993 -0.54906499999999991 0.09517500000000001 -0.07278999999999998 -0.09143999999999998 0.11471500000000003 -0.55323499999999981 0.0033250000000000003 -0.53908999999999996 0.085120000000000015 -0.44514499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 8 -8 9 10 13 -12 -13 14 15 17 -17 -7 19 20 -19 -20 -22 -18 25 -25 27 -27 -28 -29
right_child=1 -3 3 4 5 6 7 -9 -10 -11 11 12 -14 -15 -16 16 23 18 21 -21 22 -23 -24 24 -26 26 28 29 -30 -31
leaf_value=-8.3255043304946067e-06 1.6687552392795623e-05 -2.5096382564192431e-06 8.6773463605918799e-06 -1.2498557442714153e-05 1.343973927677408e-05 2.281701929611948e-05 -2.5223657896623043e-05 1.7870803877225889e-06 1.1683217278568052e-05 -7.589453670570274e-06 1.4514765877850421e-05 -1.5815400058186025e-05 9.4686736604541835e-06 -7.4322024638897885e-06 6.9509799800471228e-06 -2.8960428540986396e-05 -1.0867341839002622e-05 -1.075094706638166e-05 1.9957795211666964e-05 -2.2875403410580477e-05 1.776105111275683e-05 -2.1675949395872659e-06 2.3193162542156642e-06 -8.5186520395423447e-06 1.2751757367368555e-05 -2.9122703470172634e-05 7.0575866254486734e-07 1.8640044139885958e-05 2.9971197270805575e-05 -6.0476041111290111e-07
leaf_weight=23 20 27 38 21 22 22 21 28 21 27 28 21 28 31 28 21 20 33 20 20 20 26 30 33 22 22 886 20 21 1521
leaf_count=23 20 27 38 21 22 22 21 28 21 27 28 21 28 31 28 21 20 33 20 20 20 26 30 33 22 22 886 20 21 1521
internal_value=0 5.65938e-06 -8.65249e-08 -2.44153e-08 -1.34162e-07 -4.73798e-08 -1.47284e-07 -9.78895e-06 1.44553e-08 -7.00426e-08 6.23587e-10 4.40796e-06 -1.36736e-06 -1.20752e-07 -3.87787e-08 -1.10285e-07 -2.95844e-07 2.67418e-06 -2.99935e-07 -3.76203e-06 8.43606e-07 7.45214e-06 8.49601e-06 -5.93185e-08 2.62896e-08 -8.55603e-08 2.71086e-08 -7.5991e-07 1.38335e-06 -3.5499e-07
internal_weight=0 47 3074 3051 3013 2992 2970 49 2921 2900 2873 77 49 2796 2765 2737 2566 171 149 103 83 46 50 2545 2525 2503 2470 1563 907 1541
internal_count=3121 47 3074 3051 3013 2992 2970 49 2921 2900 2873 77 49 2796 2765 2737 2566 171 149 103 83 46 50 2545 2525 2503 2470 1563 907 1541
is_linear=0
shrinkage=0.1


Tree=5481
num_leaves=31
num_cat=0
split_feature=479 159 481 483 483 481 133 4 13 481 1420 157 1456 1456 403 1456 2 42 1454 403 1210 3 403 1209 1209 1212 42 130 16 52
split_gain=1.53676e-07 2.0946e-07 2.5063e-07 1.81141e-07 2.27615e-07 1.96737e-07 1.70589e-06 1.36079e-06 1.74121e-07 1.54482e-07 2.0409e-07 4.10806e-07 1.60092e-07 1.06965e-06 7.44646e-07 2.96528e-07 3.64003e-07 4.30945e-07 4.13218e-07 2.44863e-07 4.13103e-07 1.80607e-06 3.84843e-07 2.08679e-07 7.81007e-07 1.97896e-07 1.96863e-07 8.29171e-07 2.15901e-07 4.45371e-07
threshold=0.10769500000000001 0.24213000000000004 -0.15689499999999998 -0.47356499999999996 -0.30192499999999994 -0.086484999999999992 0.086910000000000015 -0.04890499999999999 -0.077799999999999994 0.11290000000000001 0.056520000000000008 0.63397500000000007 0.085755000000000012 0.088020000000000001 -0.55327499999999985 0.092265000000000014 0.10327000000000001 0.089015000000000025 0.087930000000000008 -0.54856499999999986 -0.13847499999999999 -0.082284999999999983 -0.5341999999999999 -0.085894999999999985 -0.077874999999999986 -0.42670499999999995 0.15021500000000002 -0.22699999999999995 0.057265000000000003 -0.23375999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 -2 10 11 12 14 -14 -7 -15 18 -18 -17 -16 21 -21 -22 -24 -25 -26 28 -28 29 -27
right_child=8 -3 3 4 5 9 -8 -9 -10 -11 -12 -13 13 15 19 16 17 -19 -20 20 22 -23 23 24 25 26 27 -29 -30 -31
leaf_value=-1.0620726601990265e-05 -1.2759612973241021e-05 1.0281445598820938e-05 -8.7495425364265785e-06 9.8584846758361284e-06 1.2949728559099393e-05 1.7951081759826555e-05 2.9093479055778256e-05 -2.1150985034182669e-05 2.7783952256348652e-07 8.7157817506522413e-06 -9.9256693266354344e-06 1.4250521328449396e-05 -2.4229850563036359e-05 9.4936224149511903e-06 -1.0625493798050395e-05 -1.9037019267541058e-05 -6.5383788751205435e-06 1.3743537973906232e-05 5.7410984895382588e-07 3.2036750781117007e-05 -1.3681331882610591e-05 -7.611082295018908e-06 -7.4462781101733281e-06 1.9224853617959613e-05 -7.5009643539816447e-06 -1.3828217519899638e-05 -8.1684312714390799e-06 1.7984896491422357e-05 -1.9846398454601016e-06 4.8054576502271275e-07
leaf_weight=22 20 20 23 24 22 23 21 25 21 20 21 20 21 27 22 21 20 22 22 20 21 27 38 21 36 22 22 27 513 1937
leaf_count=22 20 20 23 24 22 23 21 25 21 20 21 20 21 27 22 21 20 22 22 20 21 27 38 21 36 22 22 27 513 1937
internal_value=0 8.09689e-08 1.42991e-08 9.13137e-08 1.58756e-07 8.09251e-08 5.39827e-06 -5.18895e-06 -6.08189e-06 -4.27764e-08 -1.03118e-07 -3.15448e-08 -1.3135e-07 -3.51922e-06 3.37608e-08 3.64027e-07 -2.53596e-06 4.08548e-06 -9.00342e-06 -1.1853e-07 -3.24071e-08 9.26034e-06 -1.98034e-07 -8.97968e-08 1.86385e-08 -1.39097e-07 -3.39695e-08 6.24259e-06 -1.58383e-07 3.19855e-07
internal_weight=0 3080 3060 3038 3015 2991 68 47 41 2923 2903 2882 2862 133 2729 112 85 42 43 2706 2684 47 2637 2616 2578 2557 2521 49 2472 1959
internal_count=3121 3080 3060 3038 3015 2991 68 47 41 2923 2903 2882 2862 133 2729 112 85 42 43 2706 2684 47 2637 2616 2578 2557 2521 49 2472 1959
is_linear=0
shrinkage=0.1


Tree=5482
num_leaves=31
num_cat=0
split_feature=46 479 481 481 480 1 152 483 482 483 13 482 483 482 4 4 2 148 132 1186 1185 50 393 16 16 402 133 151 16 16
split_gain=1.5082e-07 1.33603e-07 1.76813e-07 3.22458e-07 1.61521e-07 1.74865e-06 2.455e-07 2.05687e-07 4.51199e-07 1.0222e-06 9.49691e-07 3.03479e-07 1.15539e-06 5.97122e-07 5.49088e-07 4.97658e-07 4.02628e-07 1.70071e-07 1.75501e-07 3.83823e-06 1.84834e-06 2.77354e-07 3.18889e-07 2.05751e-07 8.18595e-07 4.55281e-07 6.46142e-07 4.60154e-07 4.39704e-07 1.40029e-06
threshold=0.10987500000000001 0.10769500000000001 -0.24785499999999996 -0.15265499999999996 0.10272000000000002 0.080585000000000004 0.093230000000000021 0.10083000000000002 0.098465000000000011 0.10761000000000003 -0.077944999999999987 0.089605000000000018 0.088610000000000008 0.081345000000000015 -0.014149999999999998 0.51164000000000009 0.09580000000000001 -0.10069499999999999 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.09227500000000001 0.10317000000000003 -0.16075999999999999 -0.23935499999999996 0.086855000000000016 -0.054584999999999995 -0.10142999999999999 -0.095094999999999985 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 11 9 -9 -10 13 14 17 -13 -16 -15 -5 19 21 -20 22 -19 24 25 26 -22 -28 -25 -30
right_child=-2 -3 3 4 5 -7 -8 8 10 -11 -12 12 -14 16 15 -17 -18 18 20 -21 23 -23 -24 28 -26 -27 27 -29 29 -31
leaf_value=8.2279175523161455e-06 8.2505416974692537e-06 -5.8004841383763059e-06 -1.1849464894824095e-05 6.7616268474271895e-06 2.4421949444786153e-05 -1.50913135864054e-05 -1.1095826284872602e-05 2.5502274771497467e-05 1.2176516325520684e-05 -4.0530457598916568e-06 -1.2862660124676152e-05 -1.3209888224775482e-05 -2.5785596351500897e-05 3.1906950453324527e-06 1.6076890664407986e-05 -3.6834329106428551e-06 2.0426238322967119e-05 1.3080172026817103e-06 -2.9346992497184234e-05 4.418185862959945e-05 1.3972133812482449e-05 -1.1704743766586035e-05 -1.1894583457476638e-05 4.6156398926768816e-06 -1.7955154688083455e-05 -1.4562141939840646e-05 -1.5703162478617049e-05 -3.2508132039336768e-07 -1.7946222578757445e-05 1.0907524633281776e-07
leaf_weight=26 22 40 23 35 24 21 20 25 28 22 33 21 22 33 25 26 23 142 22 20 30 25 21 200 31 23 21 265 44 1808
leaf_count=26 22 40 23 35 24 21 20 25 28 22 33 21 22 33 25 26 23 142 22 20 30 25 21 200 31 23 21 265 44 1808
internal_value=0 -5.85696e-08 1.65126e-08 -5.38786e-08 3.62538e-08 5.98243e-06 -5.39916e-08 2.09953e-08 4.3043e-06 1.16679e-05 -1.36927e-06 -1.42063e-07 -5.72913e-06 4.94001e-08 3.99241e-07 6.003e-06 1.02696e-05 -1.636e-07 -2.54996e-07 2.53351e-06 -4.92316e-07 -1.89716e-06 -3.92931e-07 -2.30217e-07 -2.40078e-06 -9.78402e-07 1.02881e-08 -1.45424e-06 1.61161e-07 -3.19884e-07
internal_weight=0 3099 3059 3033 3010 45 2965 2945 108 47 61 2837 94 2743 72 51 56 2687 2652 208 2444 188 163 2422 370 339 316 286 2052 1852
internal_count=3121 3099 3059 3033 3010 45 2965 2945 108 47 61 2837 94 2743 72 51 56 2687 2652 208 2444 188 163 2422 370 339 316 286 2052 1852
is_linear=0
shrinkage=0.1


Tree=5483
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 1213 12 4 10 16 16 33 4 31 10 44 40 150 12 15 1 2 13 3 13 376 15 43 1 1 1
split_gain=1.26594e-07 8.17106e-07 3.27128e-07 2.63581e-07 1.76084e-07 1.27344e-07 2.33139e-07 1.37817e-07 1.60542e-06 1.79638e-06 2.57461e-07 2.21634e-07 1.47449e-07 3.60689e-07 1.72797e-07 1.60136e-07 5.04191e-07 3.79739e-07 9.16878e-07 3.66011e-07 9.10975e-07 3.59562e-07 3.57986e-07 4.72524e-07 3.38678e-07 2.65834e-07 2.73514e-07 1.83624e-07 8.64073e-07 1.46357e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 0.086260000000000017 0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 -0.084119999999999986 -1.0000000180025095e-35 0.41555500000000006 -1.0000000180025095e-35 -0.0026549999999999994 0.084760000000000016 -0.049474999999999998 0.084335000000000007 -0.010834999999999999 -0.016799999999999995 0.13707500000000003 -1.0000000180025095e-35 -0.085584999999999981 -0.010424999999999999 -0.0090849999999999976 0.084195000000000006 -0.10091499999999999 -0.0098449999999999979 0.096255000000000021 0.092390000000000014 0.093100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 9 11 -9 -3 13 -12 15 16 21 18 25 20 -19 -14 23 -23 -18 26 -17 28 -22 -30
right_child=1 5 -4 -5 -6 -7 -8 10 -10 -11 12 -13 14 -15 -16 17 24 19 -20 -21 27 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-9.527486536177246e-07 1.9830249181852976e-05 3.6178033418576074e-06 -1.4177486571584486e-05 -1.0668967344827252e-05 8.2642320023751384e-06 -7.3782611796401486e-06 9.9070484263090005e-06 9.860845831873897e-06 1.4541415070694214e-05 -3.7531359439526574e-05 1.8804111440268963e-06 -1.0065865660635609e-05 1.4266521275611665e-05 -1.5702601012890229e-05 6.8413925065981052e-06 -1.3085179312628709e-05 -1.4910867197282972e-05 1.9635003449517779e-05 -2.5280978636601507e-05 -1.0863159338138455e-05 1.3866375020358961e-07 1.7333997117073244e-05 -5.6826739566417933e-06 -1.5538010167667246e-06 2.4441396906537271e-06 6.2783780949444166e-06 6.2906393312997273e-07 1.9730753381248394e-06 -3.2893226879033523e-05 -3.1514240373116292e-06
leaf_weight=152 21 29 21 25 24 23 24 27 33 20 28 20 39 20 38 26 22 24 20 30 1778 26 32 27 23 29 33 408 21 78
leaf_count=152 21 29 21 25 24 23 24 27 33 20 28 20 39 20 38 26 22 24 20 30 1778 26 32 27 23 29 33 408 21 78
internal_value=0 1.7625e-07 -2.30148e-06 -1.0607e-06 3.04112e-07 3.28396e-08 9.25437e-08 9.34056e-09 -3.59962e-06 -1.22758e-05 1.4423e-07 -1.96737e-06 4.71361e-08 -5.44584e-06 1.46482e-07 4.92314e-08 3.02637e-06 -1.56382e-07 -5.95372e-06 1.11302e-07 2.53889e-07 6.31677e-06 2.66924e-06 7.71191e-06 -6.04053e-06 -1.56117e-06 -5.4145e-06 5.03239e-08 -3.67621e-07 -9.46029e-06
internal_weight=0 2899 222 201 176 2878 2855 2831 102 69 2729 49 2702 48 2654 2616 169 2447 108 2339 2309 124 85 53 45 88 59 2285 1877 99
internal_count=3121 2899 222 201 176 2878 2855 2831 102 69 2729 49 2702 48 2654 2616 169 2447 108 2339 2309 124 85 53 45 88 59 2285 1877 99
is_linear=0
shrinkage=0.1


Tree=5484
num_leaves=31
num_cat=0
split_feature=10 0 15 9 147 147 147 483 479 2 1446 480 50 132 1211 50 480 52 133 403 1447 1447 484 133 158 1455 1447 1 484 16
split_gain=1.27685e-07 1.12487e-06 3.96919e-07 2.57308e-07 1.30526e-07 2.71268e-07 1.98696e-07 1.68376e-07 2.43892e-07 2.5908e-07 1.5274e-07 1.62432e-07 1.8629e-07 2.99382e-06 2.52612e-06 4.90964e-07 3.8514e-07 2.17482e-06 9.18683e-07 6.72046e-07 4.75965e-07 3.71692e-07 3.81649e-07 7.53365e-07 5.73065e-07 4.77861e-07 4.66337e-07 3.86735e-07 3.60448e-07 8.29231e-07
threshold=0.053330000000000009 -0.079829999999999998 -0.091184999999999988 0.09055500000000001 0.11204500000000002 0.099730000000000027 0.093875000000000014 -0.47181499999999993 0.10769500000000001 0.093320000000000014 -0.073109999999999994 -0.092774999999999982 0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.09524500000000001 0.086995000000000017 -0.0087299999999999982 0.084760000000000016 -0.55327499999999985 -0.086304999999999979 -0.084334999999999979 -0.093244999999999981 0.087285000000000015 -0.46413499999999996 0.0034400000000000008 -0.081174999999999983 0.086255000000000012 -0.078424999999999981 -0.0048099999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 -1 10 -10 -9 -12 15 -14 -15 16 19 -18 -19 -13 -21 -22 23 25 -24 27 -26 -23 29 -28
right_child=1 2 -4 -5 -6 -7 -8 8 9 -11 11 12 13 14 -16 -17 17 18 -20 20 21 22 24 -25 26 -27 28 -29 -30 -31
leaf_value=7.5202300134454469e-06 -2.2490654254911732e-05 -3.71200384710517e-06 1.3878957162205552e-05 9.8191281924502822e-06 -7.8429551779533682e-06 1.1394137436582243e-05 -8.5509613216816918e-06 8.8064798001141765e-06 2.8330482663818658e-07 -1.5812664469194714e-05 8.7994407129783572e-06 1.7429940172322941e-05 3.8731868894934626e-05 1.9736008662851613e-06 -3.3767553360944262e-05 -1.5950764227454785e-05 -3.4021973525258629e-05 -8.9207366703416671e-06 1.3534548159392605e-05 -1.5490626578866793e-05 9.9448770273542131e-06 -1.2513835302413028e-05 -1.6129178449931634e-05 2.2779057800497478e-05 -1.545873022223532e-05 1.3948596153481741e-05 1.8191992738490714e-06 4.9056479001592377e-06 8.6650142797676083e-08 -2.4298028129123851e-05
leaf_weight=30 23 29 23 27 21 21 27 20 20 20 21 22 21 339 21 20 22 38 35 20 37 26 23 21 20 21 31 25 2077 20
leaf_count=30 23 29 23 27 21 21 27 20 20 20 21 22 21 339 21 20 22 38 35 20 37 26 23 21 20 21 31 25 2077 20
internal_value=0 -4.07623e-06 4.06861e-06 1.00363e-07 1.3445e-08 6.84764e-08 -1.14157e-08 6.67429e-08 -9.83406e-09 -7.76468e-06 9.78721e-08 3.69728e-08 -2.78429e-08 2.02966e-06 -1.113e-07 -3.46765e-07 -2.18758e-07 -6.46066e-06 1.8455e-06 3.43278e-08 -1.3056e-07 2.94825e-09 -1.5953e-07 6.11357e-06 -4.28254e-07 1.25281e-06 -2.60134e-07 -3.97487e-06 -1.1729e-07 -8.42285e-06
internal_weight=0 75 52 3046 3019 2998 2977 2950 2920 40 2880 2860 2839 381 360 2458 2438 95 73 2343 2321 2301 2264 93 2171 72 2148 51 2128 51
internal_count=3121 75 52 3046 3019 2998 2977 2950 2920 40 2880 2860 2839 381 360 2458 2438 95 73 2343 2321 2301 2264 93 2171 72 2148 51 2128 51
is_linear=0
shrinkage=0.1


Tree=5485
num_leaves=31
num_cat=0
split_feature=132 1185 50 132 12 401 403 0 133 1210 133 133 0 133 12 481 42 484 0 0 2 0 160 160 51 1208 3 15 49 16
split_gain=1.37878e-07 6.51533e-07 2.97643e-07 2.67727e-07 2.98465e-07 1.2164e-07 4.40048e-07 4.62239e-07 3.04254e-07 2.32383e-07 1.64902e-07 1.2381e-06 2.6742e-06 1.02668e-06 1.34104e-06 9.26316e-07 8.60795e-07 8.80106e-07 8.19541e-07 1.7576e-06 1.07066e-06 5.88742e-07 7.35337e-07 6.45306e-07 5.3984e-07 8.11292e-07 6.70066e-07 1.05579e-06 5.59696e-07 7.97721e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.09227500000000001 -0.088184999999999986 0.087995000000000004 -0.078179999999999986 -0.072624999999999981 -0.072594999999999979 0.51114000000000004 0.24726500000000004 0.091935000000000003 0.090445000000000011 -0.083264999999999992 0.089200000000000015 0.088105000000000003 -0.086219999999999977 -0.16797499999999996 -0.085604999999999987 -0.090809999999999988 -0.086934999999999985 0.093680000000000013 -0.083804999999999977 -0.063384999999999983 -0.11201999999999999 0.090560000000000015 0.10737500000000001 -0.084074999999999997 0.084195000000000006 0.10347500000000003 -0.080344999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -3 -8 9 10 11 13 -13 -7 -15 -12 -17 -18 20 -20 -19 -21 23 -23 25 26 27 -24 29 -28
right_child=1 5 -4 4 -6 8 7 -9 -10 -11 15 12 -14 14 -16 16 17 18 19 21 -22 22 24 -25 -26 -27 28 -29 -30 -31
leaf_value=1.2423866491320367e-06 1.7734029478604152e-05 1.3524807207735043e-05 -1.149069330201582e-05 -1.3532005246256281e-07 -1.596126577086662e-05 3.1367122007945154e-07 7.1489318386362547e-06 -1.1213438728401134e-05 -9.0654116492432152e-06 9.8604743622369539e-06 -2.0898553517175365e-05 -7.3944098138175221e-06 3.9812610505881218e-05 -5.7735317966489679e-07 -3.2649743099517018e-05 -1.9944198803304145e-05 1.7468697628178884e-05 2.1895012391861672e-05 -2.698555410916015e-05 1.3948497027740814e-05 -3.7764544812191051e-06 -3.8398688957386184e-06 8.8777027485775765e-06 -2.6135267658641432e-05 -1.480019790960796e-05 2.1493464992090597e-05 -5.1126482083838291e-06 -2.0411076036452869e-05 -8.1540134906390446e-06 1.6482717347116704e-05
leaf_weight=143 21 30 31 26 22 2190 29 26 37 24 24 24 24 32 22 22 28 33 28 25 32 34 20 21 20 20 26 32 25 50
leaf_count=143 21 30 31 26 22 2190 29 26 37 24 24 24 24 32 22 22 28 33 28 25 32 34 20 21 20 20 26 32 25 50
internal_value=0 1.8392e-07 -2.40188e-06 -9.26727e-07 -7.38888e-06 5.58615e-08 3.78252e-06 -1.53146e-06 -5.75527e-08 6.33801e-08 -2.26851e-08 3.17717e-07 1.62091e-05 -2.22057e-08 -1.36439e-05 -1.79587e-06 -6.93792e-07 3.81104e-07 -9.26144e-07 -3.12511e-06 9.25675e-06 -6.77883e-07 -2.15232e-06 -1.23527e-05 7.54516e-07 2.55275e-06 7.68386e-08 -9.14616e-06 4.82531e-06 9.09483e-06
internal_weight=0 2899 222 191 48 2878 85 55 2793 2756 2732 2292 48 2244 54 440 416 394 366 301 65 273 248 55 193 173 153 52 101 76
internal_count=3121 2899 222 191 48 2878 85 55 2793 2756 2732 2292 48 2244 54 440 416 394 366 301 65 273 248 55 193 173 153 52 101 76
is_linear=0
shrinkage=0.1


Tree=5486
num_leaves=31
num_cat=0
split_feature=1211 50 1186 132 132 394 1211 0 3 50 132 401 15 133 16 133 1185 52 1213 401 1212 158 129 0 1213 1209 160 1447 42 403
split_gain=1.23968e-07 3.8798e-07 1.98514e-07 8.57433e-07 4.24779e-07 5.37409e-06 4.60464e-06 3.81141e-07 5.39253e-07 3.77023e-07 2.82939e-07 1.46269e-07 4.10963e-07 3.5362e-07 7.79372e-07 1.91263e-07 1.67208e-07 3.47533e-07 1.67849e-07 3.67247e-07 2.11084e-07 6.84266e-07 4.50908e-07 8.04923e-07 5.66363e-07 7.68447e-07 4.29576e-07 1.97287e-07 7.00274e-07 6.26594e-07
threshold=0.11716500000000001 0.090980000000000019 0.057025000000000006 -0.08101499999999999 -0.083284999999999984 0.0041850000000000004 0.11048500000000001 -0.079459999999999989 -0.085384999999999975 0.09227500000000001 -0.044384999999999994 -0.06959499999999999 0.095175000000000023 0.51114000000000004 -0.079504999999999978 0.41892500000000005 0.085600000000000009 0.08568000000000002 0.23509000000000002 0.13729500000000003 0.087615000000000012 0.10398500000000001 0.080675000000000011 -0.087084999999999982 -0.079804999999999987 0.088060000000000013 -0.57146499999999989 -0.086359999999999978 0.086835000000000009 -0.55276999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 9 10 8 -5 -1 -6 12 -12 15 -15 16 18 -18 19 20 26 22 23 -22 -25 -26 -13 28 -28 -29
right_child=1 -3 3 7 6 -7 -8 -9 -10 -11 11 13 -14 14 -16 -17 17 -19 -20 -21 21 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=9.7811588893685384e-07 -1.8656567342325368e-06 1.5785392479301665e-05 -2.2985071892662746e-05 -1.6283869741607266e-05 1.1692207581723953e-05 5.3696243265903836e-05 -4.3863993262978813e-05 1.0702276737362127e-05 3.0222939434073246e-06 -1.1839060560440111e-05 -2.1655527295176096e-06 1.4010816130394232e-05 1.6074079056644615e-05 3.8235536557997628e-06 -2.3451817623936224e-05 9.8260263257543567e-06 -3.2725175583436798e-06 1.494109804050161e-05 -8.5974780285655679e-06 1.3481136957125274e-05 2.0400734420036316e-05 -1.8880474246543602e-05 -1.2044098258667403e-05 7.6395141743290658e-06 -2.406971329037333e-05 3.6511570715447304e-06 -1.0183038067401894e-06 -1.5958444368152415e-05 1.8057312687839536e-05 -3.8565983627662618e-08
leaf_weight=153 33 20 20 23 21 20 24 24 39 27 30 22 21 22 20 20 20 22 23 20 20 25 27 32 20 20 67 25 27 2234
leaf_count=153 33 20 20 23 21 20 24 24 39 27 30 22 21 22 20 20 20 22 23 20 20 25 27 32 20 20 67 25 27 2234
internal_value=0 4.79512e-06 -8.28262e-08 -4.33497e-06 6.93435e-08 4.51961e-06 -2.52906e-07 2.26862e-09 -4.13967e-06 -9.44461e-07 1.29368e-07 3.99974e-08 5.34488e-06 -6.14839e-08 -9.16472e-06 8.42234e-08 9.40153e-09 6.26795e-06 -9.31976e-08 -1.616e-08 -1.23324e-07 -3.84093e-06 -6.81367e-07 2.65335e-06 -2.27648e-06 -1.02093e-05 1.02081e-07 -2.79628e-08 4.46086e-06 -2.14749e-07
internal_weight=0 53 3068 106 2962 200 2762 86 62 180 2738 2717 51 2666 42 2624 2604 42 2562 2539 2519 144 119 92 72 40 2375 2353 94 2259
internal_count=3121 53 3068 106 2962 200 2762 86 62 180 2738 2717 51 2666 42 2624 2604 42 2562 2539 2519 144 119 92 72 40 2375 2353 94 2259
is_linear=0
shrinkage=0.1


Tree=5487
num_leaves=31
num_cat=0
split_feature=1211 50 1185 2 402 16 1210 401 402 1210 1210 1209 132 130 130 15 12 3 130 12 130 130 1210 13 1204 1186 52 133 0 1208
split_gain=1.53946e-07 1.31991e-06 2.11297e-07 2.08157e-07 1.61603e-07 5.14235e-07 2.70531e-07 1.86089e-07 2.19168e-07 1.80829e-07 2.31701e-07 2.12729e-07 1.54183e-07 1.73727e-07 4.56955e-07 7.78042e-07 4.22347e-07 7.1217e-07 2.24429e-07 2.22593e-07 2.19332e-07 6.93043e-07 6.84564e-07 1.45416e-06 5.61841e-07 2.10341e-07 2.50914e-07 1.97999e-07 4.88777e-07 4.36192e-07
threshold=0.11048500000000001 0.096900000000000014 -0.089384999999999978 0.087470000000000006 -0.45454999999999995 -0.07550999999999998 0.26755500000000004 0.13729500000000003 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 -0.089214999999999989 -0.43443999999999999 0.10034000000000003 0.09290000000000001 -0.067579999999999987 0.09474500000000001 -0.072894999999999988 0.090185000000000015 0.088365000000000013 0.087380000000000013 0.085870000000000016 -0.065674999999999983 -0.064619999999999983 -0.091889999999999986 -0.085584999999999981 0.086635000000000004 0.41553500000000004 -0.068604999999999985 0.097165000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -4 7 8 9 -6 -11 -12 -13 14 18 -16 19 -18 20 -15 21 22 23 -14 -24 26 -26 29 -29 -27
right_child=1 -3 4 -5 6 -7 -8 -9 -10 10 11 12 13 16 15 -17 17 -19 -20 -21 -22 -23 24 -25 25 27 -28 28 -30 -31
leaf_value=-8.9216285501876244e-06 -1.1195343780524458e-05 2.5207293071037966e-05 -4.4576573562456671e-06 1.087797450914828e-06 7.8166859566408672e-06 1.646708791984407e-05 -1.1437750483656557e-05 8.3753643506357693e-06 -9.2625669472349378e-06 -1.0845437932403003e-05 -1.0071817987842397e-05 -6.7649622770955604e-06 3.2393464225606299e-05 3.5222405507550416e-06 -2.0106087764967623e-05 2.3100944401832635e-06 2.0241768358221549e-05 -1.7600175202200525e-06 9.0545232940339053e-06 -9.3538374858326279e-06 -7.6976146020671062e-06 1.4344409994330766e-05 -1.6951419702309068e-05 -2.9112981532567314e-06 1.2610319311079366e-05 -2.754907170245622e-07 -1.1729347224900268e-06 3.5055382405906652e-06 -1.8337984279241937e-05 1.3563558219254407e-05
leaf_weight=27 22 22 24 37 29 23 21 26 26 20 21 33 20 29 30 32 31 28 28 25 36 34 20 28 28 2332 25 21 20 23
leaf_count=27 22 22 24 37 29 23 21 26 26 20 21 33 20 29 30 32 31 28 28 25 36 34 20 28 28 2332 25 21 20 23
internal_value=0 4.30261e-06 -1.14645e-07 -3.49236e-06 -3.57242e-08 5.78211e-06 -1.27915e-07 -4.72678e-08 -1.2229e-07 -4.01439e-08 -1.197e-07 -4.42727e-08 3.03212e-08 1.10695e-07 -5.14281e-08 -8.53645e-06 3.95145e-06 9.80024e-06 1.49746e-07 -2.43891e-06 5.33668e-08 1.6275e-07 -2.88183e-08 1.1799e-05 -2.58764e-07 -1.22442e-07 6.10878e-06 -2.60278e-07 -7.14984e-06 -1.40332e-07
internal_weight=0 81 3040 59 3013 47 2966 2945 2919 2893 2864 2844 2823 2790 2677 62 113 59 2615 54 2587 2551 2517 48 2469 2449 53 2396 41 2355
internal_count=3121 81 3040 59 3013 47 2966 2945 2919 2893 2864 2844 2823 2790 2677 62 113 59 2615 54 2587 2551 2517 48 2469 2449 53 2396 41 2355
is_linear=0
shrinkage=0.1


Tree=5488
num_leaves=31
num_cat=0
split_feature=1213 43 43 43 1211 1 1 132 399 1185 1 403 15 0 43 402 43 0 2 12 12 13 4 2 394 390 1213 1212 16 1210
split_gain=1.50115e-07 1.43625e-07 7.36181e-07 6.70004e-07 7.2578e-07 4.95526e-07 2.00403e-06 3.43434e-07 3.77714e-06 3.07488e-06 5.47044e-07 2.70123e-07 2.98673e-07 6.03182e-07 2.48941e-07 1.22954e-06 5.85048e-07 3.11571e-07 5.56387e-07 2.33996e-07 4.31327e-07 3.68693e-07 3.37571e-07 2.61169e-07 1.91825e-07 3.3686e-07 2.14526e-07 1.72442e-06 1.03322e-06 1.02556e-06
threshold=0.51370000000000016 0.060960000000000007 0.055925000000000009 0.05259500000000001 0.11541000000000001 0.089625000000000024 0.094715000000000008 -0.083284999999999984 0.09141500000000001 -0.083264999999999992 0.084785000000000013 -0.014954999999999998 -0.097454999999999986 -0.10151999999999999 0.0034250000000000005 -0.024724999999999997 0.0010100000000000003 -0.07929499999999999 0.085235000000000019 0.098150000000000015 0.09141500000000001 -0.092534999999999992 -0.0016099999999999997 0.087195000000000009 -0.12099999999999998 0.089065000000000019 -0.090764999999999985 -0.089544999999999986 -0.08947999999999999 -0.40154499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 11 -7 8 10 -9 -1 -3 13 -13 16 -16 24 18 -17 20 21 -14 -21 -23 -11 26 28 -28 -26 -29
right_child=-2 5 -4 -5 -6 6 -8 9 -10 14 -12 12 19 -15 15 17 -18 -19 -20 22 -22 23 -24 -25 25 -27 27 29 -30 -31
leaf_value=9.555948919126888e-07 8.6357626685185096e-06 -7.7146544673964598e-06 1.5774622793098084e-05 -1.8212369759567082e-05 1.9137316576234299e-05 -3.526258666776509e-05 -1.1905931218673677e-06 -3.8331483838625167e-05 4.4847725207546317e-05 8.8596557088749256e-06 -1.7684325140407964e-05 7.0671544563083444e-06 -6.3233505105956519e-06 -1.5430997602659494e-05 -2.6275378297127431e-05 1.8269927566702142e-05 1.7319789658358787e-05 -6.7853945407038958e-06 -4.4863797646919258e-06 -9.0043422460439615e-06 1.5415197261366608e-05 1.6419109456364823e-05 6.8522813089657581e-06 1.852017626902125e-06 -1.7734038883153936e-05 -1.2262600533445451e-05 2.5982001861498599e-05 -2.1915761733128291e-05 2.8760029098021465e-06 2.8801107772615508e-07
leaf_weight=74 20 34 30 20 20 21 97 21 20 25 20 22 31 26 21 21 20 29 22 29 36 20 25 32 37 22 26 21 71 2208
leaf_count=74 20 34 30 20 20 21 97 21 20 25 20 22 31 26 21 21 20 29 22 29 36 20 25 32 37 22 26 21 71 2208
internal_value=0 -5.57027e-08 1.95947e-07 2.27223e-08 1.58907e-07 -1.89619e-06 -7.25425e-06 1.61045e-08 5.38581e-06 -2.24519e-07 -3.01035e-06 5.83233e-07 1.85983e-06 -5.11934e-06 9.26615e-08 -4.98485e-06 2.86986e-07 1.22488e-06 6.62717e-06 3.79625e-06 6.2737e-06 2.30871e-06 -1.66331e-06 7.45475e-06 1.45635e-07 5.42931e-08 1.68966e-07 3.77485e-07 -4.18484e-06 7.88234e-08
internal_weight=0 3101 2728 2698 2678 373 118 2658 114 2544 94 255 221 48 2523 93 2430 72 43 173 119 83 54 52 2410 2385 2363 2255 108 2229
internal_count=3121 3101 2728 2698 2678 373 118 2658 114 2544 94 255 221 48 2523 93 2430 72 43 173 119 83 54 52 2410 2385 2363 2255 108 2229
is_linear=0
shrinkage=0.1


Tree=5489
num_leaves=31
num_cat=0
split_feature=132 1185 394 50 1213 1211 1212 133 42 402 401 1208 1208 133 2 1210 483 479 12 1213 1212 1212 160 481 481 2 159 481 480 128
split_gain=1.2961e-07 7.89065e-07 2.68608e-07 2.50381e-07 1.20491e-07 1.78455e-07 5.53606e-07 2.8773e-07 6.10812e-07 5.457e-07 3.4695e-07 1.62506e-07 2.50724e-07 2.42602e-07 8.94254e-07 1.16626e-06 1.6394e-07 2.25579e-07 1.62607e-07 1.58648e-07 2.12022e-07 7.13256e-07 4.99937e-07 1.1446e-06 4.45746e-07 4.15627e-06 1.30757e-06 9.45702e-07 1.9625e-06 4.04755e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.013605000000000001 0.09227500000000001 0.51370000000000016 0.11671000000000002 0.13613500000000003 0.5136750000000001 0.11387000000000001 -0.44724499999999995 -1.0000000180025095e-35 0.11531000000000001 0.10233500000000001 0.15630500000000003 0.085485000000000019 -0.049339999999999995 -0.47181499999999993 0.10769500000000001 0.10061500000000002 0.17417500000000002 0.087615000000000012 0.089125000000000024 -0.54913999999999985 -0.081539999999999987 -0.087424999999999989 0.084145000000000011 -0.0093149999999999986 -0.081334999999999977 0.087510000000000018 0.088865000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 9 -9 -3 -11 12 13 16 -15 -16 -12 19 -17 20 22 -22 23 -18 25 -24 -27 28 -26 -23
right_child=1 4 -4 -5 -6 6 -8 8 -10 10 11 -13 -14 14 15 18 17 -19 -20 -21 21 29 24 -25 27 26 -28 -29 -30 -31
leaf_value=1.8590004252090063e-07 1.9492136559728395e-05 -1.612443880904244e-05 -1.3090212936125077e-05 -1.0164152720588189e-05 7.7721860452584221e-06 -1.6575646168348612e-05 5.9514977692742832e-06 -5.7202185799772114e-07 2.0678921654983978e-05 1.2861556102247311e-05 7.6036049183036594e-06 -8.6013059113941974e-06 9.1191301028932994e-06 -1.6633979819289382e-05 2.0044406940655791e-05 -1.5099891074728309e-06 2.606457915135252e-05 -7.6046479078422348e-06 -1.2952180411404065e-05 7.7824660062712311e-06 -1.8290132602824425e-05 -3.1166171213824003e-06 -4.6614564089395573e-05 -3.458402678571192e-06 3.7995843954377057e-05 2.6970095541400953e-05 -4.7660761722638842e-06 4.9712302269058162e-08 -4.4182871344370748e-06 1.1623861981839266e-05
leaf_weight=174 21 21 21 27 20 24 20 38 21 21 29 22 30 40 24 27 24 38 23 27 27 98 20 29 20 20 37 2131 24 23
leaf_count=174 21 21 21 27 20 24 20 38 21 21 29 22 30 40 24 27 24 38 23 27 27 98 20 29 20 20 37 2131 24 23
internal_value=0 1.78321e-07 -2.32874e-06 -1.20441e-06 3.73934e-08 -1.67339e-08 -6.33604e-06 8.20754e-08 6.99187e-06 -6.59022e-08 5.74443e-08 -4.1666e-08 2.83125e-08 -7.4177e-08 -4.5874e-06 1.92427e-06 1.27828e-07 4.1729e-08 -6.7734e-06 1.58891e-07 7.49791e-08 -3.59401e-06 3.10558e-07 9.91049e-06 8.46273e-08 -7.39265e-06 6.36942e-06 3.4934e-07 1.48609e-05 -3.14708e-07
internal_weight=0 2899 222 201 2878 2858 44 2814 59 2755 2734 2713 2691 2661 114 74 2547 2518 50 2480 2453 148 2305 53 2252 77 57 2175 44 121
internal_count=3121 2899 222 201 2878 2858 44 2814 59 2755 2734 2713 2691 2661 114 74 2547 2518 50 2480 2453 148 2305 53 2252 77 57 2175 44 121
is_linear=0
shrinkage=0.1


Tree=5490
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 1209 403 3 1209 132 399 1203 394 390 1212 401 16 15 401 12 133 403 13 0 0 16 16 401 4 403 1213 402
split_gain=1.19086e-07 3.78394e-07 1.67744e-07 1.78874e-07 1.49517e-07 1.633e-06 6.72246e-07 1.36962e-07 8.35287e-07 4.88064e-07 2.13479e-07 1.32997e-07 1.36475e-07 1.42486e-06 6.63778e-07 9.54356e-07 2.57975e-07 1.04168e-06 4.83743e-07 3.266e-07 5.77643e-07 4.37377e-07 8.64714e-07 6.5477e-07 4.13178e-07 3.89469e-07 3.08947e-07 2.82854e-07 3.02e-07 2.57513e-07
threshold=0.11846000000000001 0.10383000000000002 -0.092099999999999987 -0.084519999999999984 -0.5335399999999999 -0.085709999999999995 -0.065739999999999979 -0.083449999999999983 0.091580000000000009 0.089480000000000018 0.09759000000000001 0.087590000000000015 -0.089544999999999986 0.11655000000000001 -0.087874999999999981 0.087260000000000018 0.085900000000000018 0.090345000000000023 -0.14032999999999998 0.022375000000000003 -0.070999999999999994 -0.075934999999999989 -0.087974999999999984 -0.082039999999999988 -0.091744999999999979 1.0000000180025095e-35 -0.077999999999999986 -0.44023999999999991 0.24572000000000002 -0.46267499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6 9 10 -8 11 12 14 16 15 -9 19 18 -18 25 -21 22 24 -24 -22 27 -23 -14 29 -29
right_child=-2 -3 3 4 6 -7 7 8 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 20 21 26 23 -25 -26 -27 -28 28 -30 -31
leaf_value=7.147525849921459e-06 6.7394895897730478e-06 -1.0874446900199787e-05 -7.7042062548571261e-06 -1.417203628382898e-05 -1.7068927579954188e-05 2.0824372143882404e-05 -8.0626647757472187e-07 -1.7911763916345081e-06 1.609883023168853e-05 -1.721725238894578e-05 -1.0201394297837396e-05 6.0424389965574904e-06 -8.6221685680559149e-06 -2.4834720059753518e-05 -3.0896743149159633e-06 2.9101469253873804e-05 7.6485459866641275e-06 2.5551300068400452e-05 -9.1133691691511295e-06 -1.5290249347486138e-05 1.5016906631899475e-05 1.5973217396094698e-05 -2.8759933879882737e-05 -4.0199364815160387e-06 -4.2667771922424435e-06 1.3852325994213017e-05 -2.9981311107413994e-07 1.0496499756603346e-05 1.1971808986676149e-05 7.9959561914271023e-08
leaf_weight=33 26 32 30 24 23 30 193 20 33 20 20 38 36 23 58 20 36 20 33 37 20 20 20 23 25 21 28 24 22 2133
leaf_count=33 26 32 30 24 23 30 193 20 33 20 20 38 36 23 58 20 36 20 33 37 20 20 20 23 25 21 28 24 22 2133
internal_value=0 -5.66076e-08 5.64093e-08 -2.08207e-08 5.60132e-08 5.27041e-06 -3.95665e-08 9.44312e-08 2.86338e-07 -2.3472e-06 9.14141e-08 1.68891e-07 8.36697e-08 -5.86569e-08 3.74495e-06 1.36551e-05 1.69465e-07 5.45654e-06 -3.68022e-07 -2.58646e-08 -4.2119e-06 -1.19793e-06 -5.38623e-06 -1.55269e-05 4.30375e-06 2.9801e-07 6.48062e-06 1.69504e-07 3.14754e-07 1.9586e-07
internal_weight=0 3095 3063 3030 3000 54 2946 2923 2710 213 2677 2657 2619 2521 98 40 2498 89 69 2409 173 136 88 43 45 2236 48 2215 2179 2157
internal_count=3121 3095 3063 3030 3000 54 2946 2923 2710 213 2677 2657 2619 2521 98 40 2498 89 69 2409 173 136 88 43 45 2236 48 2215 2179 2157
is_linear=0
shrinkage=0.1


Tree=5491
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 52 133 399 402 402 1210 16 133 16 43 402 1213 0 43 52 0 133 52 1 15 13 42 47 47 0
split_gain=1.26265e-07 3.59834e-06 1.66624e-06 7.2986e-07 1.46264e-07 2.26006e-07 3.00205e-07 2.06385e-07 1.25218e-07 3.99744e-07 2.68699e-07 1.75272e-07 1.22863e-07 1.60578e-07 1.3518e-07 7.45209e-07 8.38535e-07 5.34975e-07 4.77365e-07 3.66616e-07 8.64765e-07 6.53057e-07 1.22441e-06 3.5423e-07 5.66816e-07 3.58529e-07 3.2606e-07 1.83476e-07 1.33023e-06 1.00869e-06
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.090645000000000017 -0.37971999999999995 0.087485000000000021 -0.46900499999999995 -0.45015499999999992 0.24726500000000004 -0.07550999999999998 -0.51151499999999983 -0.080954999999999985 0.0034250000000000005 -0.031734999999999992 -0.15413999999999997 -0.12333499999999999 0.0010100000000000003 0.10263500000000002 -0.064754999999999993 -0.11828999999999999 0.087555000000000008 0.094220000000000012 0.090750000000000011 -0.083254999999999982 0.089905000000000013 0.094160000000000008 0.091210000000000013 -0.10096999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -8 11 -10 12 -4 13 -11 18 -16 -17 -18 27 21 -21 26 23 24 25 -23 -19 28 -14 -29
right_child=2 -3 8 -5 -6 -7 7 -9 9 10 -12 -13 14 -15 15 16 17 19 -20 20 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-1.2652243318510815e-05 -2.7590795203154398e-05 3.9734454444738814e-05 -1.2767186484823123e-06 -2.0177923026949432e-05 7.8133619159156558e-06 5.9908354455728848e-06 5.8592473964601982e-06 -3.9577997473524653e-06 -1.0989330610644892e-05 1.1251593811969293e-05 1.0402287000033541e-05 1.1359251663594953e-05 -2.5909892773597405e-08 -1.128996427723905e-06 -1.5780890418162537e-05 1.8431310201611434e-05 -1.4703863040455776e-05 -1.3610238791502087e-05 1.5555201817392119e-05 2.2674931568979126e-06 -2.3542110199871658e-05 -5.265041727398057e-06 2.8738179175888944e-05 1.0094841811411137e-05 -1.5638327311700613e-05 1.2035071900754701e-05 -1.5629265532012607e-07 1.199253997065516e-05 -2.5938872099686708e-05 -1.4735628640547183e-06
leaf_weight=26 22 23 21 20 21 35 33 61 33 22 25 23 2090 20 35 22 29 31 20 34 21 23 20 34 22 25 43 79 20 188
leaf_count=26 22 23 21 20 21 35 33 61 33 22 25 23 2090 20 35 22 29 31 20 34 21 23 20 34 22 25 43 79 20 188
internal_value=0 2.31536e-06 -1.74735e-07 -2.07565e-06 -1.85745e-08 -1.07968e-06 -3.14191e-06 -5.1139e-07 3.4693e-08 -4.74386e-08 8.13814e-08 5.32845e-06 -1.14993e-08 5.35607e-06 -9.38963e-08 -1.963e-06 -3.72121e-07 -1.83906e-06 1.70445e-07 -3.64434e-07 -7.58708e-06 1.64186e-06 6.07843e-06 1.72079e-06 -2.34661e-06 3.74543e-06 -5.79241e-06 4.09978e-08 -2.7153e-07 2.51079e-06
internal_weight=0 219 2902 196 176 155 120 94 2880 2836 2803 44 2778 42 2736 339 304 282 2397 253 55 198 124 104 70 48 74 2377 2110 267
internal_count=3121 219 2902 196 176 155 120 94 2880 2836 2803 44 2778 42 2736 339 304 282 2397 253 55 198 124 104 70 48 74 2377 2110 267
is_linear=0
shrinkage=0.1


Tree=5492
num_leaves=31
num_cat=0
split_feature=156 472 1212 403 401 401 132 1204 1212 1212 1210 402 401 3 391 129 1186 13 1211 1212 15 12 12 394 52 1213 52 1213 1447 1447
split_gain=1.1538e-07 2.10181e-07 1.14708e-07 2.55303e-07 1.36666e-07 2.83817e-07 1.74396e-07 2.865e-07 2.07818e-07 4.83451e-07 5.46177e-07 1.48939e-06 2.33635e-07 8.85892e-07 7.14346e-07 3.6141e-07 3.31454e-07 1.01511e-06 5.43191e-07 1.20826e-06 1.05632e-06 4.13136e-07 3.09014e-07 2.83955e-07 2.30073e-07 2.26012e-07 7.6855e-07 1.93942e-07 2.8431e-07 2.55664e-06
threshold=0.3248100000000001 -0.097514999999999977 -0.53159999999999996 0.51370000000000016 0.13607500000000003 0.11857000000000002 -0.43443999999999999 0.053645000000000005 -0.09386499999999999 -0.089079999999999979 -0.099939999999999987 0.0043800000000000011 0.10711000000000001 -0.07928499999999998 -0.087114999999999984 -0.075474999999999987 0.057025000000000006 -0.0087749999999999981 0.087635000000000005 0.11579500000000002 0.088990000000000014 0.096395000000000022 0.087385000000000004 0.0066850000000000008 0.087765000000000024 -0.09280999999999999 0.08257500000000001 -0.086394999999999986 -0.085684999999999997 -0.086279999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 24 -10 11 -11 14 -14 -12 -16 18 -18 23 20 22 -21 -20 25 -8 26 -17 -27 29 -29
right_child=-2 2 3 -5 -6 -7 7 -9 9 10 12 -13 13 -15 15 16 17 -19 19 21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=1.0270601069919394e-05 -7.0565851986074186e-06 -7.5626235820891464e-06 -7.3607038075351745e-06 1.0099477847688833e-05 7.3155487552867279e-06 -1.0511529287144256e-05 -8.8073738273427207e-07 1.0942913583752063e-05 1.5200754772931326e-05 -3.1488194144912997e-05 -1.832812891474792e-05 3.9839770830314659e-06 2.2624868170169068e-05 -7.1390620723832397e-06 1.2403475835753852e-05 -5.9150588423931155e-06 -2.3947540404131596e-05 1.5184908664646082e-06 1.6233593228207611e-05 3.755751643466559e-06 3.5590908828453395e-05 -1.3487580808183945e-05 -1.3452130815494457e-06 -8.6270369980399523e-06 -1.4727302627761673e-05 -7.225276447177355e-06 2.1475651246873896e-05 -1.7127139076364985e-06 -1.7810385709880242e-07 3.7453392856150458e-05
leaf_weight=20 23 20 32 25 25 26 30 24 21 20 21 29 20 20 24 21 23 49 20 33 20 24 20 38 20 37 20 100 2296 20
leaf_count=20 23 20 32 25 25 26 30 24 21 20 21 29 20 20 24 21 23 49 20 33 20 24 20 38 20 37 20 100 2296 20
internal_value=0 5.23858e-08 -1.40093e-08 3.53603e-08 -4.75949e-08 -1.08791e-07 -1.80899e-08 6.15588e-08 -2.76936e-08 8.34272e-08 -2.77686e-08 -1.04945e-05 1.55007e-07 7.7429e-06 4.52759e-08 1.85837e-07 7.80744e-08 -6.61649e-06 2.60033e-07 6.92157e-06 1.68264e-05 -3.5046e-06 7.44419e-06 -4.77867e-08 -6.41936e-06 8.29317e-08 7.44626e-06 -4.01407e-08 6.98965e-08 4.81497e-06
internal_weight=0 3098 3078 3058 3033 3008 2982 2950 2926 2876 2855 49 2806 40 2766 2745 2721 72 2649 117 60 57 40 2532 50 2494 41 2453 2416 120
internal_count=3121 3098 3078 3058 3033 3008 2982 2950 2926 2876 2855 49 2806 40 2766 2745 2721 72 2649 117 60 57 40 2532 50 2494 41 2453 2416 120
is_linear=0
shrinkage=0.1


Tree=5493
num_leaves=31
num_cat=0
split_feature=132 15 132 50 33 0 11 9 33 97 9 96 15 2 399 16 2 12 44 1455 484 158 482 482 42 482 482 484 474 12
split_gain=1.1521e-07 3.29798e-06 1.60383e-06 5.09323e-07 1.16586e-07 3.25055e-07 2.04198e-07 3.52529e-07 3.5669e-07 1.58378e-07 2.84657e-07 8.89868e-07 1.15648e-07 1.49279e-07 2.86697e-07 1.28818e-07 1.28562e-07 1.58664e-07 1.1362e-07 4.61264e-07 2.94039e-07 2.11399e-07 1.5549e-07 4.21277e-07 6.83432e-07 2.48908e-07 3.14271e-07 6.05822e-07 2.47509e-07 1.82987e-07
threshold=-0.083284999999999984 0.091915000000000011 -0.076764999999999986 0.09227500000000001 0.085305000000000006 -0.082084999999999977 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 -0.084639999999999979 -1.0000000180025095e-35 0.087655000000000025 0.08517000000000001 0.10497000000000002 0.090005000000000016 -0.090764999999999985 0.085485000000000019 0.087445000000000009 0.099360000000000018 0.11192500000000001 -0.066844999999999988 -0.46695499999999995 0.11117500000000001 0.098465000000000011 0.22070000000000004 0.089270000000000002 0.080200000000000007 0.084750000000000006 0.096295000000000019 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 12 6 -6 -4 8 -8 -10 11 -11 13 14 15 -1 17 -17 19 21 -21 -12 23 24 25 26 29 -28 -24 -23
right_child=2 -3 4 -5 5 -7 7 -9 9 10 18 -13 -14 -15 -16 16 -18 -19 -20 20 -22 22 28 -25 -26 -27 27 -29 -30 -31
leaf_value=5.6325566731629809e-06 -2.7702351807030417e-05 3.564610575145147e-05 9.7133016094052113e-06 -1.5609310562012981e-05 -1.4590254752420152e-05 2.101619085286594e-06 1.160320013392872e-05 -1.0079316197173767e-05 -7.8699861514905933e-06 2.2772517851470704e-05 -7.704506161745585e-06 -6.7008776215971012e-06 5.9642349515343082e-06 4.8628287913743413e-06 -1.3615350488158757e-05 6.0602175460150221e-06 -8.7764486844813912e-06 -5.9621864888218366e-06 -6.1201501481870463e-06 1.9299723239782909e-05 2.1521670896618159e-06 -1.2475937415522475e-06 1.1983055140229192e-05 -1.2519436493389718e-05 1.8450448733347004e-05 -8.1405786312117063e-06 1.9711132403165761e-05 -3.0006937256151407e-06 -2.4921401745814365e-06 5.4770746517579802e-07
leaf_weight=24 21 26 22 25 20 28 27 34 25 21 36 20 25 30 21 23 24 21 30 20 20 923 27 27 20 38 23 24 21 1475
leaf_count=24 21 26 22 25 20 28 27 34 25 21 36 20 25 30 21 23 24 21 30 20 20 923 27 27 20 38 23 24 21 1475
internal_value=0 2.21169e-06 -1.6691e-07 -2.29243e-06 3.38e-08 -4.85333e-06 1.16603e-07 4.14959e-08 1.65409e-07 5.3111e-08 1.258e-07 8.39525e-06 -3.1075e-07 -1.40777e-06 -3.07254e-06 -6.66025e-07 -2.88905e-06 3.22252e-07 -5.21717e-10 6.86527e-08 1.07259e-05 -9.44275e-08 1.1842e-08 -9.513e-08 3.88917e-08 -1.09409e-07 1.54106e-08 8.1136e-06 5.65016e-06 -1.43311e-07
internal_weight=0 219 2902 193 2881 48 2833 2811 2777 2750 2725 41 168 143 113 92 68 44 2684 2654 40 2614 2578 2530 2503 2483 2445 47 48 2398
internal_count=3121 219 2902 193 2881 48 2833 2811 2777 2750 2725 41 168 143 113 92 68 44 2684 2654 40 2614 2578 2530 2503 2483 2445 47 48 2398
is_linear=0
shrinkage=0.1


Tree=5494
num_leaves=31
num_cat=0
split_feature=46 46 12 130 10 0 15 13 34 39 9 16 2 15 52 13 4 13 16 1210 43 160 131 481 1 15 2 401 42 42
split_gain=1.2508e-07 1.37772e-07 1.29995e-07 2.38884e-07 1.26126e-07 1.94193e-06 1.76741e-06 5.09951e-07 1.7472e-07 1.01244e-06 2.89546e-07 4.64204e-07 2.09065e-07 1.47191e-07 1.73218e-07 6.30518e-07 7.68433e-07 1.56609e-06 7.04531e-07 6.05964e-07 4.08987e-07 3.98487e-07 5.25199e-07 1.97224e-06 1.3638e-06 7.12133e-07 5.32204e-07 6.96275e-07 5.40752e-07 5.08981e-07
threshold=0.10987500000000001 0.083550000000000013 0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.0095349999999999983 -0.057544999999999992 0.089790000000000023 0.088235000000000022 -0.39185999999999993 -1.0000000180025095e-35 0.19724500000000003 0.093665000000000012 -0.097224999999999992 -0.081114999999999979 -0.050064999999999991 -0.5009849999999999 -0.064344999999999999 -0.013199999999999998 -0.54913999999999985 0.089415000000000008 -0.0050099999999999988 0.096255000000000021 0.11923500000000002 0.097605000000000011 -1.0000000180025095e-35 0.089015000000000025 0.093775000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8 9 -6 12 -12 -10 14 -14 -16 17 -17 -18 -20 -19 -21 23 -23 -24 26 27 -25 -28 -29
right_child=-2 -3 -4 4 8 6 7 -9 10 -11 11 -13 13 -15 15 16 18 20 19 21 -22 22 24 25 -26 -27 28 29 -30 -31
leaf_value=9.4287262982106778e-06 7.5135591146136001e-06 -7.036149677982653e-06 -7.8305481089219473e-06 -2.9066725570613553e-05 1.7035400144598525e-05 2.4728583622601474e-05 9.3132603620743443e-07 -1.9304937304696071e-05 8.1543892029856124e-06 -9.6437953288841541e-06 1.7570011056269996e-06 -1.8806979187502294e-05 3.6230258708473095e-07 7.2391061848975376e-06 8.1306225100282361e-06 -2.799505414259329e-05 -1.7357304270262831e-05 1.0559457898904969e-05 1.647948861102036e-05 1.101469930080594e-05 -8.203756582448617e-06 2.165497500902495e-05 -2.4824852344806915e-05 -2.1760470735898708e-05 3.0297208351653237e-06 -1.6742829963980267e-05 -1.2601638589235096e-06 -5.3753749500753989e-06 1.4394799027033716e-05 1.0995564362777562e-05
leaf_weight=27 22 28 21 23 33 27 33 20 32 25 23 21 2175 28 60 34 25 21 21 26 26 37 32 21 39 33 57 91 36 24
leaf_count=27 22 28 21 23 33 27 33 20 32 25 23 21 2175 28 60 34 25 21 21 26 26 37 32 21 39 33 57 91 36 24
internal_value=0 -5.33452e-08 1.03208e-08 6.43072e-08 -1.93314e-08 -3.45852e-06 3.90383e-06 -6.705e-06 1.01983e-07 5.53575e-06 -8.13564e-09 -8.05763e-06 1.17548e-07 2.52372e-08 -4.8e-08 -1.57872e-06 -2.6926e-06 -1.16467e-05 -1.05169e-06 -7.41393e-08 1.79807e-07 -9.51983e-07 -1.79289e-06 4.3039e-08 -9.52445e-06 -3.00903e-06 -1.02992e-06 -5.01644e-06 4.79982e-06 -1.95883e-06
internal_weight=0 3099 3071 3050 3023 103 80 53 2920 58 2862 44 2818 2786 2758 583 523 81 442 417 47 396 370 299 71 262 229 136 93 115
internal_count=3121 3099 3071 3050 3023 103 80 53 2920 58 2862 44 2818 2786 2758 583 523 81 442 417 47 396 370 299 71 262 229 136 93 115
is_linear=0
shrinkage=0.1


Tree=5495
num_leaves=31
num_cat=0
split_feature=11 13 457 47 10 1 47 13 2 2 1 1 4 160 2 1429 16 4 133 4 2 2 13 15 13 2 2 160 2 157
split_gain=1.3638e-07 1.32352e-07 4.84097e-07 4.43731e-07 1.95569e-06 1.72869e-06 6.51071e-07 5.19506e-07 1.22013e-06 1.22105e-06 2.16733e-06 3.66057e-06 1.4284e-06 1.40944e-06 9.5435e-07 5.67375e-07 5.04933e-07 3.71301e-07 1.04564e-06 3.92035e-07 3.49548e-07 7.37169e-07 5.48571e-07 4.96228e-07 7.56396e-07 3.20468e-07 6.62209e-07 4.26784e-07 6.56281e-07 4.52571e-07
threshold=-0.072629999999999986 -0.0034749999999999994 -0.081454999999999986 0.094160000000000008 -1.0000000180025095e-35 0.093205000000000024 0.10648500000000001 0.0036400000000000004 0.11215000000000001 0.10644500000000001 0.093890000000000015 0.090475000000000014 0.010840000000000001 0.010565000000000001 0.12358500000000001 -0.026244999999999997 -0.0019699999999999995 -0.42529999999999996 0.082925000000000013 -0.17966999999999997 0.088930000000000023 0.090175000000000019 0.24394000000000002 0.087575000000000014 0.061215000000000012 0.092755000000000018 0.095195000000000016 0.010565000000000001 0.098630000000000009 -0.04831499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 -3 4 -4 -5 -7 8 9 10 11 13 -12 15 -10 -6 -17 18 -2 -19 22 -22 23 -9 -25 -23 -27 28 -28 -30
right_child=1 2 3 5 7 6 -8 20 14 -11 12 -13 -14 -15 -16 16 -18 19 -20 -21 21 25 -24 24 -26 26 27 -29 29 -31
leaf_value=-8.0315566914837939e-06 -2.390120531951349e-05 -1.3006538750914842e-05 -2.6964852080709536e-05 2.9880803727057637e-05 -7.701135699562655e-06 -1.5351254060078645e-05 5.2444339292957346e-06 -2.8417295529567024e-06 -2.0226793395750065e-05 2.5953837047704692e-05 1.2957463930492409e-08 4.5445551470038488e-05 -3.4264921214344217e-05 -1.9824140205552492e-05 6.4784270821489731e-06 6.5799717630296892e-06 2.1040736551943462e-05 1.0797993326505663e-05 5.3210578917060049e-06 -3.5673406236379081e-07 1.7759099515387789e-05 -1.0954403732284846e-05 7.1000432064989355e-06 -1.9683372307727478e-06 -2.7955894931134637e-05 1.7113159073351595e-05 -1.9071972132050654e-05 9.6284370584953656e-06 -9.9496807388277384e-06 1.9809889553353942e-06
leaf_weight=21 24 24 25 26 20 20 66 85 32 31 31 25 20 21 23 90 33 32 25 2045 25 25 33 21 24 23 21 35 40 155
leaf_count=21 24 24 25 26 20 20 66 85 32 31 31 25 20 21 23 90 33 32 25 2045 25 25 33 21 24 23 21 35 40 155
internal_value=0 5.44064e-08 1.01976e-06 1.37411e-06 5.84005e-07 7.28579e-06 4.54739e-07 1.43114e-06 4.52077e-06 7.27684e-06 4.86439e-06 9.8008e-06 -1.34293e-05 4.36715e-06 -9.05916e-06 7.91971e-06 1.04597e-05 -3.87859e-07 -8.99189e-06 -1.84875e-07 -6.37068e-07 1.26318e-06 -4.41425e-06 -7.3371e-06 -1.58284e-05 -1.16079e-07 8.7282e-07 -6.15339e-07 -2.27521e-06 -4.66328e-07
internal_weight=0 3100 974 950 838 112 86 813 326 271 240 189 51 164 55 143 123 2126 49 2077 487 324 163 130 45 299 274 251 216 195
internal_count=3121 3100 974 950 838 112 86 813 326 271 240 189 51 164 55 143 123 2126 49 2077 487 324 163 130 45 299 274 251 216 195
is_linear=0
shrinkage=0.1


Tree=5496
num_leaves=31
num_cat=0
split_feature=10 0 3 9 393 132 403 1204 1204 133 400 130 130 160 49 3 394 390 1447 1447 1446 480 480 471 3 3 2 403 402 480
split_gain=1.23324e-07 1.01911e-06 3.36419e-07 2.95852e-07 1.20196e-07 2.57399e-06 3.35962e-06 1.84701e-07 1.38858e-07 2.38553e-07 2.20855e-07 1.11227e-07 4.31544e-07 3.81742e-07 2.92798e-07 2.03953e-07 1.91795e-07 3.97317e-07 1.34549e-07 1.51793e-07 1.86031e-07 3.62441e-07 2.80611e-07 1.78009e-07 1.54306e-07 7.1422e-07 7.55519e-07 5.02287e-07 4.94957e-07 9.17117e-07
threshold=0.053330000000000009 -0.079829999999999998 -0.023499999999999997 0.09055500000000001 0.10585500000000002 -0.083284999999999984 -0.078754999999999978 0.058775000000000008 -0.098194999999999991 -0.54084999999999994 0.10030500000000002 0.10923000000000001 0.10490500000000001 0.62940000000000007 0.099465000000000012 -0.080484999999999987 -0.12099999999999998 0.090020000000000017 0.090670000000000014 1.0000000180025095e-35 -0.09143999999999998 0.11471500000000003 0.10344000000000002 0.10189500000000001 -0.082594999999999988 -0.082974999999999979 0.083795000000000022 -0.5341999999999999 0.11174500000000002 0.086930000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 7 -6 -7 8 -1 -10 11 12 13 16 15 -13 -11 18 19 20 -18 22 23 24 25 28 -27 -26 29 -22
right_child=1 2 -4 -5 5 6 -8 -9 9 10 -12 14 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-6.9075778057971364e-06 -2.1533396626261455e-05 -4.6124291820888176e-06 1.1486241012166662e-05 1.0519938952576788e-05 3.0183274316186728e-05 1.7739833274390549e-05 -4.0222415992730025e-05 -9.6647514737924212e-06 9.5822828650573057e-06 8.5082023395863453e-06 1.0178216111203907e-05 -1.1669804301900081e-06 1.2563899821947822e-05 -1.3905657297073049e-05 5.7062124620004051e-06 -1.4417021604738414e-05 -9.6450301953154862e-06 -1.4164231247946192e-05 -7.3195753138861632e-06 6.5003973658248374e-06 1.8466921899829926e-07 1.1352489346856082e-05 -1.0042806847617872e-05 9.4199758632385065e-06 -1.271685117203828e-05 -2.7456976178135459e-06 2.1517771446352444e-05 -4.2213456107047553e-07 -1.0221380066891576e-05 1.7953432249366111e-05
leaf_weight=29 23 25 27 27 24 20 20 20 26 26 21 21 27 20 21 26 20 20 25 36 915 28 28 20 34 21 33 1465 43 30
leaf_count=29 23 25 27 27 24 20 20 20 26 26 21 21 27 20 21 26 20 20 25 36 915 28 28 20 34 21 33 1465 43 30
internal_value=0 -4.006e-06 3.7465e-06 9.86383e-08 5.43682e-09 4.29292e-06 -1.12413e-05 -8.74224e-08 -2.21595e-08 4.65525e-08 -3.95339e-08 -1.14586e-07 -1.72274e-08 -1.40125e-07 -4.11057e-06 -8.49679e-06 -3.97936e-08 -1.21563e-07 -1.74657e-08 5.08294e-08 -3.72193e-08 3.62068e-08 -8.61786e-08 2.26795e-08 -5.12858e-08 8.83381e-07 1.2082e-05 -7.01001e-07 2.71312e-07 7.48757e-07
internal_weight=0 75 52 3046 3019 64 40 2955 2935 2906 2880 2859 2791 2764 68 47 2744 2718 2698 2673 2637 2617 2589 2561 2541 1042 54 1499 988 945
internal_count=3121 75 52 3046 3019 64 40 2955 2935 2906 2880 2859 2791 2764 68 47 2744 2718 2698 2673 2637 2617 2589 2561 2541 1042 54 1499 988 945
is_linear=0
shrinkage=0.1


Tree=5497
num_leaves=31
num_cat=0
split_feature=132 1185 1203 11 142 1 10 33 479 1 479 42 479 1374 1 1 1 16 1374 1 1210 1 43 150 151 1452 1456 483 482 13
split_gain=1.4335e-07 8.41066e-07 3.5535e-07 1.14021e-07 1.29353e-07 1.35547e-07 2.32587e-06 1.88576e-06 1.08871e-06 1.01736e-06 6.41797e-07 1.50176e-06 1.1912e-06 5.37661e-07 4.85268e-07 4.94684e-07 1.22552e-06 8.30389e-07 4.42501e-07 5.92077e-07 3.9379e-07 4.57772e-07 2.01097e-06 5.28758e-07 4.97983e-07 3.61938e-07 8.60232e-07 4.20957e-07 9.60571e-07 8.34412e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.072629999999999986 -0.057499999999999989 0.09253500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.093525000000000011 0.093400000000000025 0.093525000000000011 0.089905000000000013 0.078750000000000014 0.089635000000000006 0.094090000000000021 0.096255000000000021 0.096860000000000016 -0.059624999999999991 -0.096434999999999979 0.091615000000000016 -0.42132499999999995 0.090405000000000013 -0.041739999999999992 0.10699000000000002 0.09759000000000001 0.086765000000000023 -1.0000000180025095e-35 0.10143000000000001 0.090355000000000005 0.24813000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 -6 -7 9 -9 12 -12 13 18 -11 17 -17 -16 -8 20 -20 23 -23 24 -22 26 -18 28 29 -28
right_child=1 3 -4 4 5 7 10 8 -10 14 11 -13 -14 -15 15 16 25 -19 19 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-9.6033993398892712e-07 2.0127603593642738e-05 -7.2996012975289927e-06 -1.3201011474679777e-05 -7.7234393426719879e-06 -3.4252614759680001e-05 3.1516291592197377e-05 -1.1467844064207063e-05 -1.8801073003617472e-05 2.3550501732643171e-05 1.5961952776706315e-05 6.750875799416858e-06 -2.9007660926557341e-05 2.4596988887424231e-05 1.3114691214725333e-05 1.250482460414383e-06 2.5312925804428235e-05 2.0571309722700317e-05 -2.2473332661320457e-05 1.3118064217368638e-05 1.5028599535491176e-05 6.0487510332435717e-09 1.0645034074384187e-05 -2.6051455122910738e-05 -1.3657864493714961e-05 1.5884205295151331e-05 -1.2117081757384333e-05 3.9495020306656892e-07 -1.1557308080227814e-05 1.7746224493602052e-05 -1.9413049746865663e-05
leaf_weight=195 21 21 27 21 20 20 34 28 20 20 23 24 20 31 36 20 21 25 22 26 1594 28 32 28 20 23 638 30 31 22
leaf_count=195 21 21 27 21 20 20 34 28 20 20 23 24 20 31 36 20 21 25 22 26 1594 28 32 28 20 23 638 30 31 22
internal_value=0 1.87539e-07 -2.44907e-06 4.20419e-08 9.60057e-08 1.53907e-07 -3.30555e-07 1.14047e-06 4.75789e-07 -4.04239e-08 2.9934e-08 -1.15088e-05 3.25477e-07 5.80219e-08 5.66156e-07 2.02189e-07 8.76265e-07 -8.47239e-06 -1.6886e-07 5.06634e-08 -1.75222e-07 -3.47051e-07 -8.92643e-06 -3.35532e-08 2.02804e-07 2.37398e-07 6.20354e-07 3.92578e-08 5.42727e-07 -2.65316e-07
internal_weight=0 2899 222 2878 2857 2836 1902 934 914 894 1882 47 1835 1815 866 846 785 61 1784 1750 1724 1702 60 1642 1614 765 742 721 691 660
internal_count=3121 2899 222 2878 2857 2836 1902 934 914 894 1882 47 1835 1815 866 846 785 61 1784 1750 1724 1702 60 1642 1614 765 742 721 691 660
is_linear=0
shrinkage=0.1


Tree=5498
num_leaves=31
num_cat=0
split_feature=33 9 15 34 9 46 47 47 47 131 484 3 484 132 1203 1185 1 13 51 403 51 51 1209 51 52 15 393 43 159 16
split_gain=1.57894e-07 1.643e-07 2.27521e-07 1.28232e-07 3.94141e-07 1.24136e-07 1.25345e-07 7.07409e-07 5.75407e-07 1.96769e-07 1.62302e-07 4.37151e-07 2.23076e-07 1.61582e-07 4.1313e-06 1.70734e-06 5.3269e-07 2.04397e-07 1.76593e-07 6.88625e-07 1.87702e-06 4.6058e-07 4.03356e-07 3.84113e-07 3.00762e-07 1.10959e-06 2.48597e-07 2.3912e-07 2.26422e-07 4.51075e-07
threshold=-0.012019999999999998 0.089995000000000006 -0.10653 -0.08786999999999999 0.037245000000000007 0.096120000000000011 0.092165000000000011 0.090100000000000013 0.09585500000000001 0.13767000000000004 -0.070679999999999979 -0.078084999999999988 -0.0087999999999999988 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.088135000000000005 0.056795000000000005 0.094075000000000006 -0.0031149999999999997 0.096505000000000021 0.090560000000000015 0.11677000000000001 0.08955500000000001 -0.077024999999999996 -0.074054999999999996 0.10159000000000001 0.0061450000000000003 -0.032739999999999991 -0.085254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 9 -8 13 11 -10 -12 14 16 -15 17 -5 21 -20 -21 22 23 26 25 -22 -17 28 -26 -30
right_child=1 2 -4 4 -6 -7 8 -9 10 -11 12 -13 -14 15 -16 18 -18 -19 19 20 24 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-7.475602774726602e-06 7.7523337971624211e-06 8.9525894509279169e-07 1.3958225269732338e-05 -1.3804796871037055e-06 -1.3425032933479417e-05 6.1083216065305876e-06 -1.7193749787388104e-05 1.8896200228937234e-05 -3.4284490766367526e-06 -9.3997876402599199e-06 -1.2011874041490955e-05 1.4645711903342645e-05 -9.4268610988598227e-07 -2.9218063205576071e-05 4.5879905574111039e-05 -1.3068357911173785e-07 -1.5674371352361048e-05 9.5260451873002703e-06 -1.351307314415943e-05 3.3562944213372252e-05 2.4650913097384151e-05 -1.123488810490754e-05 1.1161281071281338e-05 -1.3295308797916568e-05 1.9343116036907305e-06 -3.9615554667427729e-06 1.0106623494721135e-05 8.6489372694378964e-06 -1.7791970157818667e-05 -6.4031469975134321e-07
leaf_weight=28 21 40 20 122 22 33 23 20 32 22 20 23 203 20 20 2037 25 20 24 20 23 37 32 22 63 33 24 23 23 46
leaf_count=28 21 40 20 122 22 33 23 20 32 22 20 23 203 20 20 2037 25 20 24 20 23 37 32 22 63 33 24 23 23 46
internal_value=0 6.76755e-08 5.24958e-06 -3.4835e-08 -8.9128e-08 8.99575e-09 -5.90725e-08 1.60106e-07 -1.99308e-06 1.79502e-08 -7.35474e-07 4.12984e-06 -1.93544e-06 9.72119e-08 2.92963e-06 -1.21026e-07 -2.21411e-06 1.55651e-07 1.20745e-07 2.60903e-06 4.28405e-06 -1.74103e-07 1.93951e-08 -1.51772e-07 1.5088e-06 7.78999e-06 -1.14719e-08 -7.60533e-07 -2.40006e-06 -6.35753e-06
internal_weight=0 3093 60 3033 3012 2990 2957 2656 301 2636 278 55 223 2614 187 2427 167 142 2407 255 231 2152 2115 2083 211 56 2061 155 132 69
internal_count=3121 3093 60 3033 3012 2990 2957 2656 301 2636 278 55 223 2614 187 2427 167 142 2407 255 231 2152 2115 2083 211 56 2061 155 132 69
is_linear=0
shrinkage=0.1


Tree=5499
num_leaves=31
num_cat=0
split_feature=132 1185 1203 33 47 47 9 3 47 41 13 1456 50 47 2 2 50 1419 157 1420 11 12 155 155 475 475 43 1372 1365 480
split_gain=1.44008e-07 8.95863e-07 4.90934e-07 1.29434e-07 1.86658e-07 1.60441e-06 1.16692e-06 2.76089e-06 3.18862e-07 2.62658e-07 3.51527e-07 2.25117e-07 2.72877e-07 1.94964e-07 1.89132e-07 1.70388e-07 2.63931e-07 1.6314e-07 8.74916e-07 3.65198e-07 2.45993e-07 7.94169e-07 5.494e-07 2.1215e-07 3.41378e-07 5.05637e-07 7.60903e-07 4.09778e-07 2.14231e-07 1.89277e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.012019999999999998 0.094160000000000008 0.096850000000000006 0.088235000000000022 -0.13309499999999996 0.091210000000000013 0.086565000000000017 -0.13710499999999998 -0.077604999999999993 -1.0000000180025095e-35 0.088195000000000009 -0.045829999999999989 0.14445500000000003 0.13120500000000004 0.086505000000000012 -0.06482499999999998 -0.082399999999999987 0.088215000000000002 0.10149500000000002 0.13657000000000002 0.11245500000000001 -0.10664 -0.086304999999999979 -0.081944999999999976 -0.095709999999999976 0.085025000000000017 0.086995000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 6 -6 8 -8 9 13 -11 -7 -13 14 -5 16 -14 19 -19 -16 22 -22 23 24 -21 26 -26 -27 29 -29
right_child=1 3 -4 4 5 11 7 -9 -10 10 -12 12 15 -15 17 -17 -18 18 -20 20 21 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-7.0483247307096565e-07 2.0767359568535106e-05 -6.7280408813985563e-06 -1.5092454224132881e-05 -7.1135865476429221e-06 2.7267379685724791e-05 -8.9548643269192027e-06 1.087593917991794e-05 -3.5518200158925351e-05 1.2407820412634118e-05 -7.0273330697216753e-07 1.531034613348171e-05 1.2387521744585683e-05 -1.1303027507707877e-07 -8.0009642524894475e-06 -1.2584571342576176e-05 -8.6109373478393538e-06 1.1973295366942693e-05 1.8329339608109358e-05 -5.2397614935115496e-06 -1.2732740602706101e-05 1.5758739986316919e-05 -6.5632750722751812e-06 -1.6597474959780812e-05 1.0054896102658296e-05 -1.5985676591299125e-06 -1.4395895868801745e-05 2.3900972353823653e-05 1.2756192441285966e-07 9.379944017003558e-06 -3.8009142837336531e-06
leaf_weight=195 21 28 27 37 24 24 23 29 21 29 26 20 187 31 23 20 20 28 36 21 37 28 20 21 25 20 22 1923 24 131
leaf_count=195 21 28 27 37 24 24 23 29 21 29 26 20 187 31 23 20 20 28 36 21 37 28 20 21 25 20 22 1923 24 131
internal_value=0 1.87973e-07 -2.45468e-06 3.78104e-08 1.04282e-07 2.48597e-06 -1.70708e-07 -1.49977e-05 1.37325e-07 3.3505e-08 6.86709e-06 2.91307e-07 1.18972e-06 -1.21356e-07 -1.94076e-08 2.0313e-07 1.05473e-06 9.18619e-08 5.07172e-06 -4.701e-08 7.99107e-08 6.1431e-06 -9.86608e-08 5.22199e-08 -4.47589e-08 7.94591e-08 1.03374e-05 -1.50342e-07 -1.32337e-08 -1.22988e-07
internal_weight=0 2899 222 2878 2850 295 2555 52 2503 2482 55 271 247 2427 2396 227 207 2359 64 2295 2272 65 2207 2187 2166 2145 47 2098 2078 2054
internal_count=3121 2899 222 2878 2850 295 2555 52 2503 2482 55 271 247 2427 2396 227 207 2359 64 2295 2272 65 2207 2187 2166 2145 47 2098 2078 2054
is_linear=0
shrinkage=0.1


Tree=5500
num_leaves=31
num_cat=0
split_feature=132 1203 394 9 10 124 2 12 1208 1208 402 1209 403 401 1212 1212 1210 1210 42 390 402 402 0 2 402 402 130 12 10 16
split_gain=1.18047e-07 7.2023e-07 6.81857e-07 1.24896e-07 5.18607e-07 6.33945e-07 3.78423e-07 2.42275e-07 1.22073e-07 2.32606e-07 2.37027e-07 3.70741e-07 1.25091e-07 1.79946e-07 2.61119e-07 2.95533e-07 1.04069e-06 1.85101e-07 1.51273e-07 1.45296e-07 1.59891e-07 2.29807e-07 1.2657e-06 1.18496e-06 1.86821e-07 2.2989e-07 6.63851e-07 2.00175e-07 2.39381e-07 2.62283e-06
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 0.092410000000000006 0.053330000000000009 -1.0000000180025095e-35 -0.080614999999999978 -0.010834999999999999 0.11531000000000001 0.10233500000000001 0.23460000000000003 0.10656 0.62200000000000011 0.12463 -0.121045 -0.08867499999999999 -0.090569999999999998 -0.082214999999999983 0.086835000000000009 0.087590000000000015 0.113945 0.094750000000000015 -0.087414999999999979 0.087995000000000004 0.088375000000000023 0.020685000000000005 0.084975000000000009 0.22926500000000002 -0.011559999999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -2 -5 9 10 11 12 13 14 18 -16 -17 -18 -8 20 21 24 -23 -24 25 27 -27 28 29 -19
right_child=2 -3 -4 7 5 -7 8 -9 -10 -11 -12 -13 -14 -15 15 16 17 19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-4.1084772889536573e-07 1.0157189830646825e-05 -2.0332231788415811e-05 1.7705868859510785e-05 1.315885985518218e-05 9.1718749380171577e-07 -2.3959521522556317e-05 -1.3330051641115342e-05 -1.0501380350953176e-06 -6.7146387057922157e-06 8.5182210398215836e-06 -8.751782579272384e-06 1.3606987276943985e-05 -6.7079496732601143e-06 8.2894958233317512e-06 9.4608996774199614e-06 -1.8898371198984339e-05 9.2872257875404276e-06 -1.8551102170838893e-05 -1.438552858417097e-06 6.6646548592678189e-06 8.4708276765675031e-06 8.2141625278432511e-06 -3.490226190479007e-05 -8.9125475737784566e-07 7.0386023588454059e-06 -1.4922071797387717e-05 5.6082080845953897e-06 9.2221027273353687e-06 2.2974366011583084e-07 2.3011687804535603e-05
leaf_weight=196 37 20 22 21 21 20 23 28 27 32 31 20 28 26 33 29 22 49 20 33 22 36 20 21 38 36 28 24 2136 22
leaf_count=196 37 20 22 21 21 20 23 28 27 32 31 20 28 26 33 29 22 49 20 33 22 36 20 21 38 36 28 24 2136 22
internal_value=0 -2.25542e-06 1.67692e-07 3.38596e-08 -5.2687e-08 -1.12178e-05 1.11212e-07 5.03943e-06 -2.3658e-08 4.25408e-08 -5.80235e-08 4.30667e-08 -5.94572e-08 1.16497e-08 -7.13843e-08 5.89777e-08 -6.43384e-08 1.55278e-07 -7.79912e-06 7.37762e-08 -1.5656e-08 -9.3126e-08 -5.4682e-06 -1.7482e-05 8.4277e-08 -3.08709e-08 -5.94007e-06 1.38645e-07 3.98666e-08 -5.67249e-06
internal_weight=0 216 2905 2883 2834 41 2793 49 2756 2729 2697 2666 2646 2618 2592 2549 2516 2487 43 2465 2432 2410 77 41 2333 2295 64 2231 2207 71
internal_count=3121 216 2905 2883 2834 41 2793 49 2756 2729 2697 2666 2646 2618 2592 2549 2516 2487 43 2465 2432 2410 77 41 2333 2295 64 2231 2207 71
is_linear=0
shrinkage=0.1


Tree=5501
num_leaves=31
num_cat=0
split_feature=16 16 4 12 0 42 448 447 130 52 1429 156 51 52 133 1429 4 1429 51 16 16 13 403 2 121 471 1429 159 52 159
split_gain=1.10518e-07 4.71052e-07 9.90938e-07 1.73978e-06 1.35282e-06 3.98541e-07 3.57038e-07 3.82594e-07 3.32117e-07 3.305e-07 3.25701e-07 3.2213e-07 3.98822e-07 8.76895e-07 7.5197e-07 5.15339e-07 1.03624e-06 8.39373e-07 7.84726e-07 3.31208e-07 8.85849e-07 8.38479e-07 4.17253e-07 8.77692e-07 3.11667e-07 2.9245e-07 2.55561e-07 4.06584e-07 9.50429e-07 5.02772e-07
threshold=0.0057500000000000008 -0.0013749999999999997 -0.0070899999999999991 0.08486500000000001 -0.085939999999999989 0.15021500000000002 0.030280000000000001 0.092655000000000015 -0.22699999999999995 -0.081934999999999994 0.091465000000000005 0.09747500000000002 -0.086719999999999978 -0.016329999999999997 -1.0000000180025095e-35 0.083985000000000018 -0.0082299999999999995 0.083670000000000008 -0.083239999999999995 -0.0087049999999999992 -0.007794999999999999 -0.082759999999999986 -0.55049499999999985 0.083935000000000023 -0.072334999999999983 0.086110000000000006 0.091465000000000005 0.10545500000000001 -0.11183499999999999 0.092820000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 -3 26 7 8 -1 -6 11 12 13 14 -10 17 -17 18 -14 22 -21 -22 23 -20 -24 -26 27 29 -29 -2
right_child=5 2 3 -5 9 -7 -8 -9 10 -11 -12 -13 15 -15 -16 16 -18 -19 19 20 21 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.2194490708659281e-05 -1.5562108187402374e-06 -2.2931233725103085e-05 3.6546234120275282e-05 -1.9419183440336582e-06 1.7992074999710892e-05 1.2929453955621286e-05 -1.2941698081530851e-05 1.3592588426209184e-05 -1.9761863513849675e-06 3.0138237759404419e-08 -1.0969321178541017e-05 1.0946396378130886e-05 1.9177946573604871e-05 5.6425775748418044e-06 -2.5837209591372812e-05 2.7336910789883753e-05 -2.281351049128312e-06 -2.0192564311400931e-05 -3.1001793104223909e-06 -2.2647833105546181e-05 1.4301064458357779e-05 -7.9162740376534432e-06 1.2665501926676371e-05 2.5543345354890338e-05 -4.4455103292630302e-08 1.0849319880435361e-05 4.4004160570563857e-06 -2.3509446595783502e-05 -1.1369527933542701e-06 1.4558026249460454e-05
leaf_weight=22 607 20 24 23 20 20 21 21 25 21 26 28 22 36 28 21 27 20 23 23 26 49 20 20 1726 25 70 28 59 20
leaf_count=22 607 20 24 23 20 20 21 21 25 21 26 28 22 36 28 21 27 20 23 23 26 49 20 20 1726 25 70 28 59 20
internal_value=0 3.50547e-07 6.79903e-06 1.77116e-05 -1.60902e-06 -1.01018e-06 3.52746e-08 1.59825e-07 2.96506e-08 8.79206e-06 1.55026e-07 2.91521e-07 1.48845e-07 -6.40128e-06 -1.4582e-05 4.40034e-07 1.06766e-05 1.88572e-07 3.99339e-07 1.83267e-07 -5.47928e-06 -2.14263e-07 4.89182e-07 1.02224e-05 2.52859e-07 1.11081e-07 -1.36578e-06 -1.9311e-06 -8.3373e-06 -1.0422e-06
internal_weight=0 2317 108 47 61 804 2209 2188 2167 41 2145 2119 2091 89 53 2002 48 1954 1934 1912 98 75 1814 43 1771 1751 784 714 87 627
internal_count=3121 2317 108 47 61 804 2209 2188 2167 41 2145 2119 2091 89 53 2002 48 1954 1934 1912 98 75 1814 43 1771 1751 784 714 87 627
is_linear=0
shrinkage=0.1


Tree=5502
num_leaves=31
num_cat=0
split_feature=130 40 4 16 52 1429 1429 156 1456 16 4 12 12 475 2 1375 42 1375 448 1348 9 0 1 47 9 3 47 47 160 484
split_gain=1.203e-07 2.77567e-07 1.72531e-07 1.16728e-07 3.77146e-07 2.82504e-07 2.8576e-07 2.5447e-07 5.46275e-07 2.74997e-07 1.14832e-06 1.26744e-06 1.2607e-06 3.23566e-07 1.75052e-06 8.26134e-07 1.70594e-06 6.14448e-07 2.90964e-07 4.21901e-07 3.05801e-07 3.00325e-07 9.82854e-07 3.35832e-07 2.40727e-06 2.00265e-06 5.5169e-07 5.5459e-07 3.80757e-07 3.65042e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 0.0057500000000000008 -0.19683499999999995 0.091465000000000005 0.087415000000000007 0.09747500000000002 0.12034500000000002 -0.0013749999999999997 -0.0070899999999999991 0.08486500000000001 0.085195000000000007 -0.086279999999999982 0.086950000000000013 -0.15308499999999997 0.083715000000000026 -0.090674999999999992 0.030280000000000001 0.088590000000000016 0.091600000000000015 -0.23051499999999997 0.10205500000000002 0.094160000000000008 1.0000000180025095e-35 -0.0049599999999999991 0.097970000000000015 0.10843500000000002 -0.081399999999999986 -0.42236999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 9 13 12 -12 -11 14 -6 16 -15 -17 19 20 21 22 -19 24 29 26 -25 28 -28 -23
right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 11 -13 -14 15 -16 17 -18 18 -20 -21 -22 23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=7.2054786830014329e-06 -1.1796039028126871e-05 1.3988101836730492e-05 7.6995823950835925e-06 -1.0929348741830117e-06 1.2700076166809248e-05 -9.6110577566111629e-06 1.2222448081047333e-05 8.9294722949324015e-06 -1.5968656342530659e-05 -2.2614219712770801e-05 3.3467826992621312e-05 -9.5285174495529645e-07 1.0208467416305213e-05 -3.1063598860917548e-06 -2.6834264034884354e-05 -1.7139102848367267e-05 3.5426728418315184e-05 -1.9667088544934063e-05 -1.1647528905693133e-05 1.4635802563134349e-05 -9.3630378347263441e-06 1.3848160288034705e-05 7.3894645829568616e-06 -1.656022205224872e-05 -3.4485445717109542e-05 2.4863976970161613e-05 -6.4230459212343378e-07 -5.2872340071579473e-06 1.6937686588594912e-05 2.5375060078221429e-07
leaf_weight=23 20 20 29 794 21 29 20 33 21 22 23 20 25 27 24 21 20 29 21 20 34 20 25 20 20 38 22 56 28 1596
leaf_count=23 20 20 29 794 21 29 20 33 21 22 23 20 25 27 24 21 20 29 21 20 34 20 25 20 20 38 22 56 28 1596
internal_value=0 -5.34884e-08 2.28114e-08 -5.02048e-08 3.16947e-07 1.9461e-07 3.23515e-07 2.1465e-07 8.10743e-08 2.39163e-07 5.64891e-06 1.74582e-05 -5.15534e-06 7.31152e-10 -8.38491e-06 1.89691e-07 1.32907e-05 -1.26076e-07 5.91353e-08 1.87982e-07 3.49333e-08 2.0728e-07 -7.14091e-06 4.27726e-07 -4.74312e-09 4.74187e-06 -1.32671e-06 1.54754e-06 9.20249e-06 4.21998e-07
internal_weight=0 3098 3078 3049 2255 2235 2206 2186 2153 2132 90 43 47 2042 45 1997 47 1950 1929 1908 1888 1854 54 1800 1636 164 126 106 50 1616
internal_count=3121 3098 3078 3049 2255 2235 2206 2186 2153 2132 90 43 47 2042 45 1997 47 1950 1929 1908 1888 1854 54 1800 1636 164 126 106 50 1616
is_linear=0
shrinkage=0.1


Tree=5503
num_leaves=31
num_cat=0
split_feature=47 2 47 44 159 481 39 131 132 1203 1185 50 132 4 1456 47 12 0 15 0 47 47 48 150 148 457 4 48 150 150
split_gain=1.31414e-07 1.26619e-06 5.4797e-07 1.79071e-07 5.36841e-07 1.75649e-07 1.6396e-07 1.62521e-07 1.66985e-07 3.85507e-06 1.72765e-06 5.25479e-07 2.16921e-07 3.28739e-07 1.58183e-07 2.42771e-07 4.03757e-07 3.61112e-07 2.98302e-07 2.80404e-07 2.48293e-07 1.58527e-07 1.5816e-07 3.94156e-07 2.62739e-07 2.59101e-07 1.04695e-06 1.79855e-06 3.19897e-07 2.75125e-07
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.099360000000000018 -0.40873999999999994 -0.051484999999999996 0.10076500000000001 0.13767000000000004 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.087730000000000016 -0.41094499999999995 0.10528000000000001 0.0058550000000000008 0.11939500000000002 0.094435000000000005 -0.080434999999999993 -0.095869999999999983 -0.10836499999999999 0.10728500000000002 0.10397500000000001 0.12879500000000002 0.13879000000000002 -0.10069499999999999 0.098180000000000003 -0.010024999999999997 0.087215000000000015 0.12068000000000002 0.11656000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 -3 -6 14 8 9 11 -10 12 -1 -14 15 16 18 -17 19 -7 -18 -20 23 24 -12 28 -27 -28 29 -26
right_child=1 3 -4 -5 5 6 -8 -9 10 -11 22 -13 13 -15 -16 17 20 -19 21 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=7.1304932342692552e-06 -2.6266788581779109e-05 1.6204353829607499e-05 1.594616965534938e-05 -8.1202189284744653e-06 8.2495245396785316e-06 -3.1838763127532069e-06 -1.0174297640332953e-05 -8.4594230512183546e-06 -2.9319159294800557e-05 4.4563317514416669e-05 1.1572724042707705e-05 -1.6652337851177264e-05 5.9255814712263317e-07 -1.351324470988402e-05 -8.4249128614525642e-06 -1.5024998488529079e-06 -2.4103084537533245e-06 1.4091507119718263e-05 -1.043888265712667e-05 1.0935418673013304e-05 -1.7612117719843148e-05 1.6158270136656937e-06 -6.9109931051835083e-06 1.3602020499092761e-05 2.1239270761093491e-07 1.2848928905181571e-05 -3.2724175980547443e-05 5.207851620525617e-06 9.8722482528715133e-06 -1.0549513550965156e-05
leaf_weight=35 20 20 22 27 20 22 20 22 20 20 20 21 95 20 24 33 21 27 24 39 22 20 31 22 2325 21 25 25 34 24
leaf_count=35 20 20 22 27 20 22 20 22 20 20 20 21 95 20 24 33 21 27 24 39 22 20 31 22 2325 21 25 25 34 24
internal_value=0 -1.85889e-06 2.26508e-07 -3.28613e-07 3.91843e-07 -7.70841e-07 -1.48674e-06 1.01207e-07 1.69992e-07 3.02179e-06 -4.38651e-08 -1.83686e-06 2.37303e-07 -1.86062e-06 -7.37816e-07 1.49156e-07 -2.02611e-06 5.5148e-06 1.31638e-06 5.84321e-06 -1.0188e-05 -4.95947e-06 1.87835e-07 2.76001e-07 1.575e-07 6.44664e-08 -5.88846e-06 -1.37582e-05 2.4183e-07 1.02437e-07
internal_weight=0 339 2782 319 292 272 252 2760 2738 191 2547 171 150 115 232 208 148 60 105 61 43 44 2527 2496 2474 2454 71 50 2383 2349
internal_count=3121 339 2782 319 292 272 252 2760 2738 191 2547 171 150 115 232 208 148 60 105 61 43 44 2527 2496 2474 2454 71 50 2383 2349
is_linear=0
shrinkage=0.1


Tree=5504
num_leaves=31
num_cat=0
split_feature=32 33 9 0 2 97 2 0 1 15 44 44 132 1185 1203 0 400 12 2 151 51 475 150 475 151 2 151 16 42 151
split_gain=1.29029e-07 3.62366e-07 2.48786e-07 2.88051e-07 1.47261e-07 1.33216e-07 4.26872e-07 7.80914e-07 1.47803e-07 4.87664e-07 1.38081e-07 3.75618e-07 1.26316e-07 8.61093e-07 5.02576e-07 1.69965e-07 3.1589e-07 3.27481e-07 2.52229e-07 1.37251e-07 5.72734e-07 1.14638e-06 1.66418e-06 8.47401e-07 3.58305e-07 2.73835e-07 5.16575e-07 4.56612e-07 7.44448e-07 2.94113e-07
threshold=1.0000000180025095e-35 -0.012019999999999998 0.089995000000000006 -0.047369999999999995 -0.045829999999999989 -0.086464999999999986 -0.0050599999999999994 1.0000000180025095e-35 0.16540500000000002 -0.56020999999999987 0.099360000000000018 1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.073309999999999986 0.10645500000000001 0.11527000000000001 0.088555000000000009 -0.085134999999999975 -0.085734999999999992 -0.085774999999999976 0.10874500000000002 -0.08466499999999999 -0.083919999999999981 0.10252500000000002 -0.12570499999999998 -0.008069999999999999 0.084435000000000024 -0.09693499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 7 -7 9 -8 11 12 14 -14 15 16 17 18 -11 20 -15 -22 23 -23 -21 27 -27 28 -25 -29
right_child=-2 2 3 -5 5 6 8 -9 -10 10 -12 -13 13 19 -16 -17 -18 -19 -20 24 21 22 -24 25 -26 26 -28 29 -30 -31
leaf_value=-1.2051796952846418e-05 6.7578351669388731e-06 -6.7229233881142022e-06 1.632866878026107e-05 8.3537417604399405e-07 -7.9425560735606784e-06 2.4324943562987759e-05 -1.4658481560890442e-05 -3.2852150362876797e-06 7.8929370018791509e-06 8.9605673800554962e-07 -6.7880726343598034e-06 1.3047901915218642e-05 2.0289018461231277e-05 1.5367253293114683e-05 -1.5161966490706146e-05 6.0707511238433655e-06 -1.3660620211339847e-05 1.1613670889119023e-05 -9.3216941068671344e-06 -1.153481477688599e-05 -1.9781838054768742e-05 -1.921982933319149e-05 2.7665726938153058e-05 2.6365564425338189e-06 -1.5374616282749228e-07 3.5749916433643025e-06 -1.6061783615095055e-05 -9.5754942208259315e-06 2.5439148938940806e-05 5.6154713747673674e-06
leaf_weight=25 28 33 20 30 21 20 23 21 23 78 30 22 21 29 27 32 20 20 35 28 25 21 24 41 2293 37 21 26 22 25
leaf_count=25 28 33 20 30 21 20 23 21 23 78 30 22 21 29 27 32 20 20 35 28 25 21 24 41 2293 37 21 26 22 25
internal_value=0 -6.11803e-08 3.65268e-08 7.03269e-06 -7.93805e-08 -5.93427e-09 5.02969e-08 1.01832e-05 -9.18336e-08 -1.55161e-07 -3.92151e-08 3.19003e-08 -6.94632e-08 1.21003e-07 -2.41705e-06 -5.56983e-07 -1.94318e-06 -1.81154e-07 -2.26873e-06 -4.23951e-08 2.08718e-06 4.9577e-07 2.8319e-06 -2.56244e-07 -2.91045e-07 2.05908e-06 -3.53488e-06 4.90512e-06 1.05994e-05 -2.12894e-06
internal_weight=0 3093 3068 50 3018 2985 2964 41 2923 2900 2877 2847 2825 2613 212 185 153 133 113 2592 271 242 217 193 2321 172 58 114 63 51
internal_count=3121 3093 3068 50 3018 2985 2964 41 2923 2900 2877 2847 2825 2613 212 185 153 133 113 2592 271 242 217 193 2321 172 58 114 63 51
is_linear=0
shrinkage=0.1


Tree=5505
num_leaves=31
num_cat=0
split_feature=401 401 16 1209 2 1209 1209 47 2 47 1456 483 401 12 391 130 132 132 1 394 132 129 1212 1210 12 1208 1208 0 133 34
split_gain=1.22631e-07 1.56176e-07 5.52789e-07 2.86933e-07 1.63866e-06 2.19632e-07 1.7727e-07 1.31093e-07 1.08711e-06 4.21893e-07 1.95439e-07 2.67121e-07 1.68858e-07 2.69214e-06 7.03339e-07 1.59657e-07 2.50459e-07 3.13275e-07 4.80486e-06 1.77303e-06 8.18094e-07 2.10128e-07 1.8412e-07 1.18953e-06 8.06254e-07 1.87198e-07 2.86712e-07 1.76153e-07 1.52716e-07 1.91148e-07
threshold=0.13837000000000002 0.11769000000000002 -0.082039999999999988 -0.084519999999999984 0.080205000000000012 -0.069599999999999981 -0.025744999999999997 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.077604999999999993 -0.041389999999999989 0.10711000000000001 0.088245000000000004 -0.086514999999999981 0.13302000000000003 -0.43443999999999999 -0.083284999999999984 0.089475000000000013 0.11233000000000001 -0.084999999999999978 -0.075474999999999987 -0.089079999999999979 -0.14175499999999996 0.086095000000000019 0.11846000000000001 0.10233500000000001 -0.082084999999999977 -0.51151499999999983 -0.112215
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 -7 9 -9 12 -10 -12 14 -14 -8 16 -16 18 20 21 27 -19 24 -24 -23 26 28 -18 -25 -30
right_child=-2 2 -4 5 -6 6 7 8 10 -11 11 -13 13 -15 15 -17 17 19 -20 -21 -22 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=1.4159775838336266e-05 -7.6159789993350093e-06 1.6726776918100463e-05 -3.4882558500084414e-06 1.0038981665936512e-05 -2.2019100540473442e-05 -9.1447704936139681e-06 -1.6276983003011155e-05 -2.4398513175611928e-05 -8.825111070564163e-06 1.4102396698945086e-05 1.1540369077920334e-05 -4.4306918835589294e-07 -2.1672594539268178e-05 2.6733584570171881e-05 -9.986170486323925e-06 8.7365330169962942e-06 -2.5810168071157852e-06 1.0459515542606824e-05 4.567380554855542e-05 -2.9649029893334956e-05 -2.1232389140312167e-05 2.1866563361072622e-05 -2.3662584722149492e-05 7.2457716317242761e-06 -3.4368002856995992e-06 9.8808848724729619e-06 -1.1196348635745713e-05 6.1950496800428867e-06 -8.5165442960715144e-06 2.7898807865227117e-07
leaf_weight=21 21 24 31 22 31 21 26 20 25 22 20 266 20 27 24 22 66 20 24 20 21 20 21 31 34 20 22 35 25 2119
leaf_count=21 21 24 31 22 31 21 26 20 25 22 20 266 20 27 24 22 66 20 24 20 21 20 21 31 34 20 22 35 25 2119
internal_value=0 5.1583e-08 5.33285e-06 -4.38093e-08 -7.4084e-06 8.41421e-08 1.04274e-08 7.56e-08 -1.79954e-06 3.12588e-07 -3.46228e-07 3.94933e-07 1.9577e-07 6.13521e-06 8.62978e-08 2.54858e-07 1.80279e-07 2.78743e-07 4.7724e-06 -2.59238e-09 -3.27377e-06 2.53865e-07 1.6481e-07 2.55875e-08 5.93482e-06 2.49968e-07 1.62295e-07 4.60194e-07 2.77187e-07 1.76428e-07
internal_weight=0 3100 55 3045 52 2993 2971 2950 331 2619 311 286 2597 47 2550 2524 2502 2478 146 2332 122 2312 2292 2238 54 2217 2197 101 2175 2144
internal_count=3121 3100 55 3045 52 2993 2971 2950 331 2619 311 286 2597 47 2550 2524 2502 2478 146 2332 122 2312 2292 2238 54 2217 2197 101 2175 2144
is_linear=0
shrinkage=0.1


Tree=5506
num_leaves=31
num_cat=0
split_feature=394 32 33 9 0 11 49 49 130 1 147 147 148 456 456 150 457 13 1452 4 133 0 133 457 151 150 13 1 15 3
split_gain=1.28586e-07 1.27257e-07 2.75027e-07 2.21103e-07 2.61166e-07 1.22758e-07 1.1795e-07 2.10297e-07 2.55567e-07 2.27077e-07 1.90728e-07 2.34026e-07 2.31214e-07 1.8293e-07 2.44022e-07 2.37091e-07 1.85076e-07 1.70152e-07 4.03306e-07 3.31113e-07 9.67354e-07 3.70442e-07 6.10967e-07 3.22566e-07 4.72639e-07 9.53082e-07 4.67894e-07 1.04907e-06 2.48824e-06 1.24816e-06
threshold=0.264685 1.0000000180025095e-35 -0.012019999999999998 0.089995000000000006 -0.047369999999999995 -1.0000000180025095e-35 -0.23803499999999997 -0.16230499999999995 -0.23123999999999997 0.16175000000000003 0.10479500000000001 0.095485000000000014 -0.098399999999999974 -0.11319999999999998 -0.085409999999999986 0.12187000000000002 -0.11701499999999999 -0.004174999999999999 0.09921000000000002 -0.42529999999999996 0.082925000000000013 -0.010949999999999998 0.08784500000000002 0.093100000000000002 -0.0038099999999999996 0.087380000000000013 0.0027400000000000007 0.093890000000000015 -0.085834999999999981 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7 -8 -9 10 11 12 -10 -14 -15 16 -16 19 23 20 -18 -21 -23 24 25 -19 27 28 -26 -29
right_child=-2 -3 3 4 -6 6 7 8 9 -11 -12 -13 13 14 15 -17 17 18 -20 21 -22 22 -24 -25 26 -27 -28 29 -30 -31
leaf_value=-1.0564713451458376e-05 7.1430022217100486e-06 6.6533557043970043e-06 -7.7620739743690053e-06 1.5413432979585196e-05 6.6085960876686542e-07 4.9349370882460476e-06 -9.9085993662645876e-06 1.1170500160915254e-05 -9.8904457123201912e-06 -1.0533487553792449e-05 -9.5918672394916593e-06 9.0704849485843763e-06 -9.1157056224553582e-06 1.1045005680898613e-05 7.6150786853190771e-06 -9.035011325972494e-06 -2.2753641951567263e-05 1.6471588960737591e-07 -1.18969580655729e-05 -5.9059419148973773e-07 6.635288697171269e-06 1.9594867344115606e-05 -2.9692488112686988e-06 1.2951975994231667e-05 4.2496744286576619e-05 -2.157161444004557e-05 2.5633823743509164e-07 -1.4451581947570151e-05 5.5305267642656837e-06 1.1881331459638508e-05
leaf_weight=25 25 28 21 20 30 46 22 20 24 21 21 28 22 20 32 29 24 90 23 1768 21 24 24 24 21 26 430 45 137 30
leaf_count=25 25 28 21 20 30 46 22 20 24 21 21 28 22 20 32 29 24 90 23 1768 21 24 24 24 21 26 430 45 137 30
internal_value=0 -5.76799e-08 -1.18928e-07 -3.31098e-08 6.56189e-06 -1.43284e-07 -8.94495e-08 -1.68439e-07 -9.46494e-08 -1.72771e-07 -9.67757e-08 -2.66149e-08 -1.17133e-07 -3.30618e-08 3.91268e-08 -4.09742e-08 5.49534e-08 -3.50816e-08 1.15937e-06 -5.65235e-07 -9.03881e-06 -3.55262e-07 8.31281e-06 1.53333e-06 1.18154e-06 -4.70722e-06 2.21185e-06 5.82074e-06 1.04438e-05 -3.91842e-06
internal_weight=0 3096 3068 3043 50 2993 2972 2926 2904 2884 2863 2842 2814 2790 2768 2748 2719 2687 826 1861 45 1816 48 803 779 116 663 233 158 75
internal_count=3121 3096 3068 3043 50 2993 2972 2926 2904 2884 2863 2842 2814 2790 2768 2748 2719 2687 826 1861 45 1816 48 803 779 116 663 233 158 75
is_linear=0
shrinkage=0.1


Tree=5507
num_leaves=31
num_cat=0
split_feature=132 1203 394 1429 156 1429 1208 1208 1208 1210 1213 1212 43 12 16 403 1209 403 3 15 480 15 15 158 1 1 10 15 1 1
split_gain=1.25469e-07 7.88028e-07 7.17596e-07 1.23743e-07 3.49805e-07 1.77269e-07 1.19212e-07 2.1298e-07 1.48812e-07 1.67137e-07 8.57173e-07 1.55486e-07 8.11998e-07 1.0133e-06 9.47248e-07 2.08294e-07 1.85368e-07 3.10205e-07 2.17345e-06 1.35981e-07 4.99924e-07 2.88559e-07 1.89376e-07 2.31748e-07 2.00983e-07 3.90786e-06 2.77431e-06 7.42038e-07 9.44926e-07 5.69217e-07
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.12461500000000002 0.10837500000000001 0.098655000000000007 -0.13847499999999999 -0.083944999999999978 -0.089079999999999979 -0.0047449999999999992 0.090545000000000014 -0.091744999999999979 0.44389500000000004 -0.087199999999999986 -0.52800499999999995 -0.085784999999999986 0.12044500000000001 0.11747 0.12961500000000001 0.11728000000000001 -0.47060499999999994 0.09253500000000002 0.093205000000000024 -0.0026549999999999994 0.11171000000000002 0.091615000000000016 0.088975000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 7 8 9 10 -7 12 13 -11 -14 -16 -13 18 -18 20 22 -21 23 -19 26 -26 -25 28 29 -28
right_child=2 -3 -4 4 -6 6 -8 -9 -10 11 -12 16 14 -15 15 -17 17 19 -20 21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-3.9579641462152578e-07 -7.8029194082773766e-06 -2.1233727620710853e-05 1.8164826443270695e-05 -8.0665769959390839e-06 1.3269144074001816e-05 2.1725681167481527e-05 -7.6180464884600954e-06 1.0162814448579281e-05 -7.7861180367714663e-06 -3.0872829402142091e-05 -5.588385381458836e-06 9.3217878910226417e-06 1.9778256105580468e-05 -6.7406076959741776e-07 -1.1197459938557587e-05 1.7112712703237777e-06 1.9173491909896257e-05 -7.9397543738325895e-06 -2.194170753884666e-05 1.3123132343025645e-05 -1.456725496767752e-05 1.0074916428083192e-06 7.444787839163938e-06 -3.742588516615797e-05 4.2155500835613805e-05 3.3999408615963597e-07 5.8995931174975255e-07 -1.6352179746145677e-05 2.0946211291381837e-05 -7.5447704286647337e-06
leaf_weight=196 20 20 22 27 20 20 20 21 24 20 27 22 23 25 25 25 20 35 36 25 23 92 36 20 23 790 1323 27 22 92
leaf_count=196 20 20 22 27 20 20 20 21 24 20 27 22 23 25 25 25 20 35 36 25 23 92 36 20 23 790 1323 27 22 92
internal_value=0 -2.32523e-06 1.72894e-07 3.55987e-08 9.03561e-08 -2.35434e-09 7.4966e-08 1.29995e-07 5.40706e-08 1.22469e-07 6.03462e-06 1.97062e-08 -3.53019e-06 -1.40957e-05 2.98281e-06 -4.74309e-06 1.81689e-07 1.03264e-07 -7.25771e-06 2.67624e-07 1.0474e-07 3.5963e-06 2.47247e-07 1.36135e-07 2.5919e-07 1.52297e-06 -4.33162e-07 7.22029e-08 3.80803e-07 6.10582e-08
internal_weight=0 216 2905 2883 2863 2843 2816 2796 2775 2751 47 2704 118 45 73 50 2586 2564 56 2508 2391 117 2368 2332 2297 813 1484 1464 1437 1415
internal_count=3121 216 2905 2883 2863 2843 2816 2796 2775 2751 47 2704 118 45 73 50 2586 2564 56 2508 2391 117 2368 2332 2297 813 1484 1464 1437 1415
is_linear=0
shrinkage=0.1


Tree=5508
num_leaves=31
num_cat=0
split_feature=156 475 1213 1213 43 402 1210 2 4 1213 42 0 1213 402 3 391 129 402 16 130 3 3 4 1204 0 13 1210 42 1212 43
split_gain=1.21273e-07 2.10893e-07 1.11107e-07 9.78653e-07 2.71264e-06 8.62371e-07 7.88479e-07 7.68187e-07 1.15999e-06 9.62079e-07 3.28498e-07 2.27173e-07 1.812e-07 1.69143e-07 1.52538e-06 5.50483e-07 3.21287e-07 2.29387e-07 3.34651e-07 1.9042e-07 2.21913e-07 1.03461e-06 1.34882e-06 7.03937e-07 5.998e-07 7.36884e-07 4.55919e-07 7.05019e-07 5.99488e-07 5.06923e-07
threshold=0.3248100000000001 0.13528000000000004 -0.088064999999999991 -0.084954999999999989 -0.0084099999999999991 0.13775000000000001 -0.091799999999999979 0.084715000000000013 -0.080924999999999983 -0.10863999999999999 0.093775000000000011 -0.085134999999999975 -0.41330499999999998 0.10686000000000002 -0.085709999999999995 -0.088134999999999977 -0.075474999999999987 0.094750000000000015 -0.08453999999999999 0.13302000000000003 -0.083489999999999995 -0.084524999999999975 -0.012509999999999999 -0.080929999999999988 0.10455500000000001 -0.014169999999999999 -0.064799999999999983 0.088915000000000008 -0.063924999999999996 0.062770000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 13 -1 9 -9 12 11 -10 -8 15 -15 -5 -17 19 -19 20 21 -18 -23 -22 26 -26 27 -25 -28 -30
right_child=-2 -3 3 5 -6 -7 7 8 10 -11 -12 -13 -14 14 -16 16 17 18 -20 -21 23 22 -24 24 25 -27 28 -29 29 -31
leaf_value=-1.8187085940250349e-05 -7.2345478617100286e-06 1.004092184649337e-05 -5.0012695525462435e-06 -1.6552742945350474e-05 4.2543818053673022e-05 -1.6167816702914989e-05 -6.5041591028602852e-06 2.182041067909825e-05 8.0605858706154077e-06 -2.6479547703388561e-05 -1.1067541970038768e-05 -5.0955723379177347e-06 4.9773637295368614e-06 -1.1866260258232484e-05 1.9867222151030242e-05 1.1867585311372988e-05 2.9498452788513886e-07 -1.6731617848790846e-05 -3.2030718557507497e-08 8.992167382378587e-06 -1.6370342721724489e-05 2.4427579004233327e-05 -2.588691478939092e-06 4.2958869969533268e-06 -2.6072169762016988e-05 -3.1958265753928572e-07 1.2647749485351693e-05 -1.9942838371938315e-05 5.862806926891432e-07 -5.1963634435765681e-06
leaf_weight=27 23 21 30 20 20 33 28 31 35 20 23 21 27 28 33 23 862 20 30 24 28 42 33 21 20 25 38 28 1336 171
leaf_count=27 23 21 30 20 20 33 28 31 35 20 23 21 27 28 33 23 862 20 30 24 28 42 33 21 20 25 38 28 1336 171
internal_value=0 5.37092e-08 -1.44519e-08 1.49008e-07 1.40168e-05 -9.73106e-08 -2.22348e-06 1.06347e-07 5.42721e-06 -7.69758e-06 -1.00557e-06 3.12703e-06 -8.67775e-07 9.33172e-08 5.30103e-06 -2.34306e-08 9.89635e-08 -2.11134e-09 -6.71187e-06 1.25548e-07 4.38276e-08 1.27514e-06 1.25404e-05 -6.48279e-07 -3.7969e-07 -1.17652e-05 -5.82676e-08 -9.55481e-06 2.42917e-07 -6.98787e-08
internal_weight=0 3098 3077 2865 50 2815 212 185 110 75 79 56 55 2782 61 2721 2701 2678 50 2628 2604 937 75 1667 1639 45 1594 49 1545 1507
internal_count=3121 3098 3077 2865 50 2815 212 185 110 75 79 56 55 2782 61 2721 2701 2678 50 2628 2604 937 75 1667 1639 45 1594 49 1545 1507
is_linear=0
shrinkage=0.1


Tree=5509
num_leaves=31
num_cat=0
split_feature=402 1212 1210 1212 16 16 402 402 402 391 1212 129 1212 128 128 132 1 1185 43 1209 1210 42 130 401 401 402 1210 128 394 133
split_gain=1.18008e-07 2.44966e-07 1.29e-07 1.41264e-07 7.57444e-07 1.05101e-06 3.45656e-07 2.7895e-07 5.26693e-07 4.44061e-07 2.74433e-07 2.34627e-07 2.23191e-07 2.02827e-07 2.59736e-07 2.31944e-07 2.84477e-06 2.13993e-06 2.10978e-07 1.51529e-07 2.06645e-07 1.34432e-06 5.68731e-07 3.01834e-07 8.10605e-07 2.98759e-07 1.01071e-06 1.99463e-07 4.39264e-07 2.85179e-07
threshold=0.31278000000000006 0.15049500000000002 -0.13847499999999999 -0.088629999999999987 -0.092484999999999984 -0.088394999999999987 0.11522000000000002 0.11174500000000002 0.10708500000000001 -0.088134999999999977 -0.16927999999999996 -0.075474999999999987 -0.41556999999999994 0.11976500000000002 0.10979500000000002 -0.083284999999999984 0.088770000000000016 -0.083264999999999992 -0.013024999999999998 -0.087714999999999987 -0.064799999999999983 0.086135000000000003 0.084580000000000016 -0.078179999999999986 -0.46360499999999999 -0.45454999999999995 0.15724500000000002 0.093785000000000021 -0.078674999999999981 0.41553500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 8 9 -5 12 -11 -7 14 15 16 18 -17 -13 -19 21 22 -21 24 -22 -25 27 29 -29 -27
right_child=-2 -3 3 6 5 10 -8 -9 -10 11 -12 13 -14 -15 -16 17 -18 19 -20 20 23 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=5.9737902044313769e-06 7.471022945537698e-06 -1.0814449433382834e-05 -1.6929533399712864e-05 -1.489746254264901e-05 2.1481792955455604e-05 -5.5584307236317847e-06 1.1156329746800762e-05 -1.1225559521996979e-05 1.4529158499499318e-05 9.901251648140413e-06 -1.4250361623453502e-05 -9.0137254306518095e-06 6.545477735926397e-06 7.7646679308214296e-06 -9.881858716619685e-06 -3.2842429554875707e-05 3.7995996449949203e-05 8.6662351753830075e-06 5.2246524791732144e-07 1.2751155569393661e-05 -3.5265355888571194e-06 -2.3705429094451788e-05 -8.5628241495647844e-06 1.0364813223767905e-05 1.8874432862503456e-05 -6.0637294477808503e-08 -2.2054658880473916e-05 -6.0050979596860046e-06 1.0920521718498609e-05 -1.0800548443512527e-05
leaf_weight=36 21 21 31 20 20 39 28 22 25 24 20 29 25 33 27 20 21 20 116 31 35 26 21 27 30 2238 21 23 46 25
leaf_count=36 21 21 31 20 20 39 28 22 25 24 20 29 25 33 27 20 21 20 116 31 35 26 21 27 30 2238 21 23 46 25
internal_value=0 -5.06093e-08 2.28044e-08 -4.75983e-08 -3.20984e-06 8.7968e-07 9.92046e-08 -8.29522e-09 7.80518e-08 -4.9473e-08 -4.02558e-06 5.6094e-08 -8.30341e-07 -2.86259e-08 -1.21942e-07 -2.53798e-08 3.59713e-06 -2.60002e-07 -1.38477e-06 -3.75022e-09 -7.24778e-08 -5.13942e-06 4.14359e-06 8.91669e-08 6.81237e-06 -9.445e-08 -2.14467e-07 -1.7793e-08 5.27865e-06 -1.79284e-07
internal_weight=0 3100 3079 3043 135 104 2908 2880 2858 2833 84 2813 64 2789 2756 2729 166 2563 145 2543 2523 78 52 2445 65 2380 2353 2332 69 2263
internal_count=3121 3100 3079 3043 135 104 2908 2880 2858 2833 84 2813 64 2789 2756 2729 166 2563 145 2543 2523 78 52 2445 65 2380 2353 2332 69 2263
is_linear=0
shrinkage=0.1


Tree=5510
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1208 403 3 403 1210 15 1210 40 130 130 1186 129 1184 1213 1211 402 1213 1210 1209 401 1210 402 394 129 1185 130
split_gain=1.33314e-07 8.82385e-07 3.42473e-07 1.19796e-07 2.9195e-07 2.60142e-07 1.4941e-06 2.40665e-07 1.54325e-07 1.67431e-06 1.34552e-07 1.17871e-07 4.55272e-07 2.18506e-07 1.13073e-07 3.0425e-07 4.31216e-07 1.39082e-07 1.3107e-07 1.51098e-07 5.83926e-07 2.10493e-07 1.77416e-07 4.19239e-07 1.75086e-07 5.74874e-07 1.34265e-07 1.83043e-07 2.19423e-07 1.62602e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11846000000000001 0.106285 -0.53960999999999981 -0.085709999999999995 -0.52800499999999995 -0.094799999999999982 0.085730000000000015 -0.085329999999999975 -0.24620999999999996 -0.22699999999999995 -0.14723999999999998 0.090275000000000008 -0.077709999999999987 0.083155000000000021 0.51258500000000007 0.12162000000000002 -0.45454999999999995 0.0036000000000000003 1.0000000180025095e-35 -0.067109999999999989 -0.099524999999999988 -0.064344999999999999 -0.092414999999999983 -0.16013499999999997 0.11234000000000001 0.08790000000000002 0.10034000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 -7 9 -9 -10 -12 -13 -14 15 -15 17 18 19 20 -17 22 -21 -24 25 -25 -26 28 29 -28
right_child=1 3 -4 -5 -6 7 -8 8 10 -11 11 12 13 14 -16 16 -18 -19 -20 21 -22 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=-9.0026033769291667e-07 2.0604868266326819e-05 -1.4606515322243686e-05 -1.2917103857001134e-05 7.0673715754310256e-06 -1.0575565579529212e-05 -9.83628257745295e-06 1.8789416987226868e-05 2.7630601311443568e-05 -7.5333104367321843e-06 -1.0543572891576872e-05 7.6359335525921783e-06 -1.5100522145985452e-05 9.9685306850005876e-06 -1.0125590509536172e-05 5.7771652185086477e-06 1.3175357087354367e-05 1.4629959041485565e-05 7.9927064039761066e-06 -7.242660159625722e-06 7.531529075398188e-06 -8.0332019587374473e-06 -7.9218479556532535e-06 -1.3642466596454893e-05 -5.2570850626083986e-06 -8.1543227766122164e-06 1.7603641047323684e-05 -2.3753164336845037e-07 8.7542539760128733e-06 -1.0386287768986742e-05 5.9023967196480955e-06
leaf_weight=195 21 21 27 24 26 25 37 20 24 27 20 20 22 30 33 34 20 21 26 30 21 35 23 22 21 22 2186 23 21 44
leaf_count=195 21 21 27 24 26 25 37 20 24 27 20 20 22 30 33 34 20 21 26 30 21 35 23 22 21 22 2186 23 21 44
internal_value=0 1.80868e-07 -2.36177e-06 3.18396e-08 -2.7324e-08 6.96542e-08 6.69779e-06 -6.91298e-08 1.98242e-08 5.70076e-06 -7.91394e-08 -1.22358e-08 -6.98709e-08 4.42571e-08 -3.93317e-08 -1.13758e-07 4.07483e-09 -1.11591e-07 -1.79449e-07 -1.05459e-07 5.07754e-06 -2.22915e-07 -1.10264e-07 -2.07323e-07 -7.52114e-08 6.17328e-06 -1.95008e-07 -1.21505e-07 -2.12195e-07 -1.16385e-07
internal_weight=0 2899 222 2878 2854 2828 58 2770 2745 47 2698 2674 2654 2634 2612 2579 2549 2529 2508 2482 55 2427 2392 2362 2339 44 2295 2274 2251 2230
internal_count=3121 2899 222 2878 2854 2828 58 2770 2745 47 2698 2674 2654 2634 2612 2579 2549 2529 2508 2482 55 2427 2392 2362 2339 44 2295 2274 2251 2230
is_linear=0
shrinkage=0.1


Tree=5511
num_leaves=31
num_cat=0
split_feature=1429 156 16 1 1428 474 14 12 474 1 120 2 49 42 474 1455 482 482 1371 150 147 457 2 2 2 158 159 159 155 2
split_gain=1.10509e-07 3.21888e-07 1.77044e-07 2.79637e-07 2.07075e-07 1.74708e-07 4.23071e-07 8.21481e-07 3.35228e-07 2.82635e-07 5.16185e-07 3.67604e-07 2.69024e-07 5.07185e-07 3.78276e-07 1.6734e-07 2.3885e-07 3.31596e-07 2.1704e-07 2.89426e-07 6.34339e-07 4.75619e-07 2.26771e-07 5.94922e-07 5.80768e-07 3.98288e-07 6.70211e-07 5.39681e-07 3.93633e-07 4.06282e-07
threshold=-0.23752499999999996 0.32523500000000005 0.63636000000000015 0.10752500000000002 0.094820000000000015 0.091180000000000011 -0.31455999999999995 0.085355000000000014 0.089265000000000011 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.10269000000000002 0.088295000000000012 0.10451000000000001 -0.11962499999999998 0.11191500000000001 0.098465000000000011 0.08976000000000002 0.12068000000000002 0.094075000000000006 0.098180000000000003 0.10613000000000002 0.10699500000000002 0.10527500000000002 0.085620000000000016 0.083335000000000006 0.10382000000000001 0.11562500000000002 0.10402500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 8 -7 -8 9 10 11 15 13 14 -9 -2 17 18 19 20 22 -21 24 -24 28 26 -25 -27 29 -17
right_child=1 -3 3 -5 -6 6 7 12 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 21 -22 -23 23 25 -26 27 -28 -29 -30 -31
leaf_value=-7.062397294661919e-06 6.699679999035259e-06 1.2695502227870748e-05 2.0777995075604849e-06 -1.426007394332952e-05 7.7045589620995872e-06 6.5454539146360605e-06 -2.1007097593285704e-05 -6.1654863332348356e-06 1.2175138204917818e-05 1.1343264643735233e-05 -1.161117342067691e-05 1.2998614688926453e-05 7.8548653381522349e-06 -1.2940344778463761e-05 1.3050903044131701e-05 2.8933293385190668e-07 -8.16223504090077e-06 1.1739299948961465e-05 -9.7401534079806325e-06 1.4434540865165348e-05 -1.3713809561094796e-05 -3.4210358465385907e-06 -1.7665605062812456e-05 -1.1157129329384721e-06 1.7024618699949876e-05 1.8775309815117163e-05 -1.6277314801982357e-05 -4.0708288741536141e-07 -1.3311048895134481e-05 1.2870780102065721e-05
leaf_weight=22 37 20 20 22 35 35 28 21 23 22 38 22 23 37 20 2001 36 24 23 35 34 26 23 328 21 22 32 44 21 26
leaf_count=22 37 20 20 22 35 35 28 21 23 22 38 22 23 37 20 2001 36 24 23 35 34 26 23 328 21 22 32 44 21 26
internal_value=0 5.01393e-08 -3.20001e-08 -6.48013e-06 5.71739e-08 -3.19861e-08 -3.20546e-06 -5.85106e-06 1.514e-07 5.316e-08 -3.57703e-08 1.2389e-07 -1.64939e-06 -4.45192e-06 3.20836e-06 2.0252e-08 -7.14167e-08 3.80831e-08 -6.84531e-08 1.66786e-08 -1.46035e-07 6.82397e-06 3.71679e-08 -1.99998e-06 4.79256e-07 -1.15418e-06 -2.46341e-06 5.98705e-06 3.09601e-07 4.50713e-07
internal_weight=0 3099 3079 42 3037 3002 164 129 2838 2815 2793 2755 101 78 41 2733 2696 2660 2636 2613 2552 61 2518 449 2069 426 360 66 2048 2027
internal_count=3121 3099 3079 42 3037 3002 164 129 2838 2815 2793 2755 101 78 41 2733 2696 2660 2636 2613 2552 61 2518 449 2069 426 360 66 2048 2027
is_linear=0
shrinkage=0.1


Tree=5512
num_leaves=31
num_cat=0
split_feature=156 475 32 33 9 0 46 1428 474 3 97 374 16 130 52 1456 160 1456 2 52 2 3 49 3 131 43 12 3 2 15
split_gain=1.31241e-07 1.94229e-07 1.09736e-07 2.13253e-07 1.79973e-07 2.1728e-07 1.22843e-07 2.96349e-07 2.49347e-07 2.41732e-07 1.62348e-07 2.95234e-07 1.83305e-07 3.07263e-07 2.60043e-07 2.7627e-07 7.23495e-07 6.5768e-07 3.14665e-07 1.30307e-06 4.01336e-07 2.49497e-07 5.4403e-07 4.38078e-07 2.97471e-07 3.25124e-07 5.84333e-07 5.35138e-07 3.97532e-07 6.84423e-07
threshold=0.3248100000000001 0.13528000000000004 1.0000000180025095e-35 -0.012019999999999998 0.089995000000000006 -0.047369999999999995 0.084955000000000017 -0.071779999999999997 -0.42010499999999995 0.12178000000000001 -0.086464999999999986 0.08987500000000001 0.0057500000000000008 -0.22699999999999995 0.5140450000000002 -0.079429999999999987 -0.0048599999999999989 -0.049894999999999995 0.09580000000000001 0.093665000000000012 0.097605000000000011 0.10732000000000001 -0.032624999999999994 0.084940000000000015 0.081165000000000001 -0.083879999999999996 0.094375000000000014 -0.072894999999999988 0.11585500000000001 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5 -9 -8 -10 12 13 -12 15 16 -14 -17 19 -19 -20 23 -23 24 25 26 -22 28 -27 -30
right_child=-2 -3 -4 4 5 -7 9 8 10 -11 11 -13 14 -15 -16 17 -18 18 20 -21 21 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-9.2647023702738817e-06 -7.5260240207527479e-06 9.6403828051517767e-06 6.2222066097612184e-06 -1.0797301974190096e-05 1.4032678980129276e-05 5.7658062966462848e-07 1.2540786519821269e-05 1.078369610435662e-05 -9.130899354659051e-06 -2.4588451153595955e-06 -1.1496788506933214e-05 9.6161372840147268e-06 -2.405927340987546e-05 3.8234136597005807e-07 6.7845306953781164e-06 1.5971600493815327e-05 -7.650338784515043e-07 -2.012784463894397e-06 1.1734630504212908e-05 -2.3864487804765362e-05 -1.9503706926116138e-05 4.33023600097923e-06 -1.6683636629620328e-05 1.4497565471174312e-05 1.0347625010624706e-05 1.0635282500088044e-05 2.3778134677938754e-06 -8.0051970764080022e-06 9.8015699894977341e-06 -1.4869800257987335e-05
leaf_weight=25 23 21 28 26 20 30 22 21 20 21 22 31 20 2121 35 21 40 228 27 31 26 22 28 20 21 51 23 52 23 22
leaf_count=25 23 21 28 26 20 30 22 21 20 21 22 31 20 2121 35 21 40 228 27 31 26 22 28 20 21 51 23 52 23 22
internal_value=0 5.58702e-08 -9.54251e-09 -6.67708e-08 9.27033e-09 5.95902e-06 -9.07591e-08 -1.68604e-07 -7.34765e-08 5.21539e-06 -1.52534e-07 -8.98355e-08 -1.96043e-07 2.6039e-07 -1.61363e-06 -2.06239e-06 -8.52978e-06 -1.41021e-06 -2.04613e-06 -4.62824e-06 7.69296e-08 -1.01598e-06 -7.43753e-06 3.33086e-07 -9.66408e-07 -2.17247e-06 -9.23279e-06 1.65065e-07 4.59062e-06 -2.25999e-06
internal_weight=0 3098 3077 3049 3024 50 2974 2931 2905 43 2884 2864 2833 2143 690 655 60 595 574 259 315 288 50 238 218 197 49 148 96 45
internal_count=3121 3098 3077 3049 3024 50 2974 2931 2905 43 2884 2864 2833 2143 690 655 60 595 574 259 315 288 50 238 218 197 49 148 96 45
is_linear=0
shrinkage=0.1


Tree=5513
num_leaves=31
num_cat=0
split_feature=130 40 42 132 1185 15 1 13 2 16 12 1429 474 157 475 475 475 1371 13 475 156 156 376 16 16 39 12 12 12 2
split_gain=1.36067e-07 2.72183e-07 1.31864e-07 1.33018e-07 7.04022e-07 2.83683e-07 2.68989e-07 2.98834e-07 5.16638e-07 4.54983e-07 1.91194e-07 1.22324e-07 3.30228e-07 1.64203e-07 1.92385e-07 2.64737e-07 5.99746e-07 5.44831e-07 1.12088e-06 5.26202e-07 5.18529e-07 2.43388e-07 1.923e-07 2.80426e-07 4.08836e-07 3.91259e-07 1.97549e-07 1.95134e-06 1.19566e-06 2.50319e-06
threshold=-0.23123999999999997 -0.24290999999999999 0.15432000000000004 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.089625000000000024 -0.01163 0.084245000000000014 -0.084939999999999988 0.090695000000000012 0.12521000000000002 -0.45463999999999999 0.32331500000000007 -0.10664 -0.086304999999999979 -0.085754999999999984 0.083235000000000017 -0.082574999999999982 -0.085024999999999989 0.087465000000000015 0.088610000000000008 0.083890000000000006 -0.5009849999999999 -0.010264999999999998 0.086380000000000012 0.083715000000000026 0.083985000000000018 0.082480000000000012 0.083865000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 9 -9 -3 -8 12 -6 14 21 20 -17 19 -19 -18 -16 -14 26 -24 25 -25 28 -28 -21 -30
right_child=1 2 -4 4 11 -7 10 8 -10 -11 -12 -13 13 -15 15 16 17 18 -20 22 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=7.6631384969084092e-06 -1.1684988610909387e-05 -4.5102200820110744e-06 7.7329263810745711e-06 1.8389190275532506e-05 -1.2537353108027239e-05 -1.2431635224857019e-05 -1.53207227913299e-05 -1.7093936612582184e-05 1.1017998736672102e-06 1.2771431470471912e-05 -1.6590407978713174e-06 7.8039744644797805e-06 2.129018128016469e-07 8.8590892205718852e-06 7.122975536807038e-08 -1.6906086724096289e-05 -1.4014478114808703e-05 2.6345815381961548e-05 -5.6086633256719716e-06 -4.8831792860269133e-07 1.8073460186466642e-05 -1.4723815420438768e-05 -7.0082305569485477e-06 2.3128938159970858e-05 -3.8811441964543729e-07 5.4034599376143774e-06 2.4123965934730973e-05 -7.5406771941033472e-08 9.8244956825510618e-06 -3.6852032357509656e-05
leaf_weight=23 20 25 22 21 21 25 20 20 71 39 21 20 24 21 48 21 27 23 21 668 24 20 20 20 52 33 34 1670 20 27
leaf_count=23 20 25 22 21 21 25 20 20 71 39 21 20 24 21 48 21 27 23 21 668 24 20 20 20 52 33 34 1670 20 27
internal_value=0 -5.68893e-08 1.86669e-08 -3.68677e-08 1.47336e-07 -2.39985e-06 -1.12028e-06 7.85028e-07 -2.89726e-06 6.02079e-06 -8.32328e-06 1.12029e-08 -4.45793e-08 5.00288e-08 -1.71915e-08 8.93854e-08 -7.40236e-08 6.11478e-08 1.10948e-05 -1.27682e-07 6.07197e-06 -6.57652e-06 1.97015e-08 3.84437e-06 5.91153e-06 1.20923e-05 -1.77935e-07 4.07445e-07 -1.57302e-06 -1.69897e-05
internal_weight=0 3098 3078 3056 2835 221 196 155 91 64 41 2814 2794 2773 2752 2708 2636 2615 44 2571 72 44 2544 125 105 53 2419 1704 715 47
internal_count=3121 3098 3078 3056 2835 221 196 155 91 64 41 2814 2794 2773 2752 2708 2636 2615 44 2571 72 44 2544 125 105 53 2419 1704 715 47
is_linear=0
shrinkage=0.1


Tree=5514
num_leaves=31
num_cat=0
split_feature=40 130 42 47 0 1 47 15 47 1 132 1203 1185 1 0 130 52 42 133 42 1201 131 483 42 48 1374 148 457 4 51
split_gain=1.16772e-07 3.49122e-07 2.05641e-07 1.15772e-07 9.98243e-07 6.57751e-06 1.07143e-06 6.52579e-07 3.96478e-07 1.76171e-07 1.59135e-07 3.73853e-06 1.76176e-06 5.523e-07 2.20728e-07 2.79689e-07 1.65585e-07 1.61675e-07 5.96276e-07 4.33346e-07 2.21825e-07 1.58118e-07 3.17302e-07 1.69234e-07 1.45626e-07 3.62499e-07 2.38776e-07 3.15683e-07 1.38361e-06 2.20824e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.092165000000000011 -0.10224499999999999 0.099400000000000002 0.09550500000000002 -0.18895499999999996 0.090100000000000013 0.11414000000000001 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.088975000000000012 -0.073309999999999986 0.10923000000000001 0.087765000000000024 -0.16797499999999996 0.089595000000000022 -0.23037499999999997 -0.081779999999999978 0.096490000000000006 -1.0000000180025095e-35 0.094165000000000013 0.12879500000000002 -0.26569999999999994 -0.10069499999999999 0.098180000000000003 -0.010024999999999997 0.094075000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 -5 -6 -7 10 -9 11 13 -12 14 15 16 -3 18 19 -14 -19 22 -8 -24 25 -22 -27 29 -29 -28
right_child=1 2 -4 4 6 7 21 9 -10 -11 12 -13 17 -15 -16 -17 -18 20 -20 -21 24 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=7.6165580549059091e-06 -1.2601642938327794e-05 -8.9955965449917134e-07 9.2609842946937241e-06 -5.8284667437130168e-05 2.2534993338881166e-05 1.9409016014530305e-05 1.2433480646478757e-05 -8.6286798163893689e-06 1.3871454532255441e-05 3.9130860462440372e-06 -2.9696375067942424e-05 4.3778167564596516e-05 1.2515722396115466e-05 -1.563517490285449e-05 9.9316806448595832e-06 -1.0857629172278394e-05 9.0524750963335722e-06 1.0729469549914939e-05 -1.6315612383213765e-05 -7.1155413961506657e-06 1.2456731951715483e-05 -6.9814608319905931e-06 5.0880408713914624e-07 -7.9878478378045015e-06 -7.94442502286653e-06 1.0984030987941653e-05 -1.2407000202758186e-07 1.2326409312533672e-05 -2.0707541705178303e-05 3.2942414877586895e-06
leaf_weight=20 22 82 24 22 22 21 20 21 21 24 20 20 22 25 21 24 21 20 27 23 24 33 144 28 22 20 2067 21 32 208
leaf_count=20 22 82 24 22 22 21 20 21 21 24 20 20 22 25 21 24 21 20 27 23 24 33 144 28 22 20 2067 21 32 208
internal_value=0 -4.91176e-08 4.05725e-08 -3.18629e-08 -1.78598e-06 -1.09314e-05 1.4723e-06 4.85305e-06 1.84177e-07 -1.93974e-06 7.76809e-08 2.84458e-06 -1.35412e-07 -1.88762e-06 4.34596e-07 -1.13579e-06 1.1295e-06 1.02407e-07 -4.56713e-06 2.48197e-06 2.41681e-07 -5.87158e-07 5.11863e-07 -8.74372e-07 1.54063e-07 2.29176e-07 1.04192e-07 1.07229e-08 -7.61862e-06 1.88461e-07
internal_weight=0 3101 3079 3055 335 88 247 66 2720 45 2699 193 2506 173 148 127 103 2486 72 45 2414 225 192 172 2394 2372 2348 2328 53 2275
internal_count=3121 3101 3079 3055 335 88 247 66 2720 45 2699 193 2506 173 148 127 103 2486 72 45 2414 225 192 172 2394 2372 2348 2328 53 2275
is_linear=0
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Tree=5515
num_leaves=31
num_cat=0
split_feature=130 40 15 482 142 11 33 9 9 148 147 147 1 15 9 15 131 147 1212 401 4 14 158 1 1204 401 133 401 12 15
split_gain=1.41165e-07 2.49981e-07 1.31137e-07 2.59507e-07 1.21483e-07 3.0991e-07 2.45649e-07 2.19027e-07 3.20106e-07 1.51909e-07 2.69685e-07 3.46477e-07 1.94258e-07 4.29701e-07 3.02936e-07 2.23626e-07 2.21757e-07 2.23436e-07 2.15247e-07 1.91878e-07 1.81701e-07 3.93513e-07 5.60062e-07 1.95743e-07 1.78408e-07 1.79843e-07 3.97628e-07 2.64724e-07 2.39284e-06 1.69706e-06
threshold=-0.23123999999999997 -0.24290999999999999 -0.5556049999999999 0.087425000000000017 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.085555000000000006 0.093320000000000014 0.099425000000000013 0.097985000000000017 0.092070000000000013 0.13820500000000002 -0.42198999999999992 -0.087824999999999986 -0.15914499999999995 0.13857500000000003 0.090115000000000015 0.15358000000000002 0.13699500000000003 0.51303500000000013 -0.31455999999999995 -0.47382999999999992 0.13210500000000003 0.053645000000000005 0.11769000000000002 -0.059434999999999995 0.10022000000000002 0.088245000000000004 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 -7 9 -9 10 11 12 14 -14 -8 -15 17 18 19 20 21 -16 -23 24 25 27 -27 -24 -29 -30
right_child=1 2 4 -5 5 6 7 8 -10 -11 -12 -13 13 15 16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=7.8053667058829095e-06 -1.1201721230236217e-05 -1.4190970287017991e-06 7.1749861885821346e-06 1.3863458079867996e-05 -1.0591867258621538e-05 -1.0799428140931665e-05 1.1435518907724738e-05 1.6414492711191998e-05 1.8756790884635263e-07 7.8635127418162184e-06 -1.0910513510284744e-05 1.1235807313722844e-05 -1.6162855689098404e-05 6.2652915468268994e-06 1.0689799294466087e-05 -5.2720596743581288e-06 -1.0580572698017932e-05 -1.0542181948949292e-05 1.01512888986257e-05 -8.3999307780349794e-06 -8.0879750839812917e-06 -1.6654453502269463e-05 3.6954324186059057e-08 7.7968663266471009e-06 8.6254832619185141e-06 -2.5938640844643765e-06 1.6685553980551052e-05 -2.5745548281761062e-05 -1.0579221448313634e-05 2.9163830831438731e-05
leaf_weight=23 20 25 23 20 28 21 23 20 31 24 23 27 24 28 35 42 20 20 21 27 27 20 2372 33 24 23 20 34 21 22
leaf_count=23 20 25 23 20 28 21 23 20 31 24 23 27 24 28 35 42 20 20 21 27 27 20 2372 33 24 23 20 34 21 22
internal_value=0 -5.79419e-08 1.44673e-08 5.37315e-06 -6.50384e-08 -1.20361e-07 -2.20368e-08 5.43986e-08 6.55107e-06 -5.94605e-08 -1.25348e-07 -3.87051e-08 -1.46044e-07 -4.61603e-06 7.19453e-09 -6.57119e-07 -8.94776e-08 -1.1737e-08 6.68778e-08 -1.27959e-08 7.3275e-08 1.57896e-07 1.44099e-08 1.45197e-07 4.48376e-08 -3.7801e-08 6.37331e-06 -1.50368e-07 -5.92088e-06 9.75443e-06
internal_weight=0 3098 3078 45 3033 3010 2982 2961 51 2910 2886 2863 2836 94 2742 70 2719 2699 2679 2658 2631 2604 2569 2549 2516 2492 43 2449 77 43
internal_count=3121 3098 3078 45 3033 3010 2982 2961 51 2910 2886 2863 2836 94 2742 70 2719 2699 2679 2658 2631 2604 2569 2549 2516 2492 43 2449 77 43
is_linear=0
shrinkage=0.1


Tree=5516
num_leaves=31
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split_feature=40 130 42 132 1185 1203 42 52 0 15 43 1204 472 1429 1429 15 456 157 157 475 2 157 42 133 2 41 1 131 41 34
split_gain=1.1611e-07 3.16478e-07 1.79376e-07 1.3412e-07 7.66483e-07 4.97178e-07 1.14867e-07 1.54476e-07 3.49219e-07 1.9649e-07 1.59464e-07 1.29984e-07 1.10053e-07 3.01803e-07 1.88948e-07 1.16578e-07 1.30273e-07 1.42462e-07 3.49979e-07 3.2884e-07 1.90469e-07 1.71948e-07 1.68871e-07 8.54594e-07 2.96024e-07 2.27588e-07 3.5048e-07 5.62517e-07 1.07952e-06 2.41692e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.0093649999999999983 0.089325000000000015 -0.073309999999999986 -0.066844999999999988 -0.0051099999999999991 -0.084344999999999989 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 0.17980000000000004 -0.11319999999999998 0.11933000000000001 0.099625000000000005 -0.098879999999999982 0.092120000000000021 0.084490000000000023 -0.16797499999999996 0.089595000000000022 0.10005000000000001 0.077300000000000021 0.078340000000000007 0.023795 0.088520000000000015 -0.057544999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 9 -9 -3 11 -11 -6 -14 -15 16 -16 18 21 20 -19 22 23 24 -18 29 -27 28 -28 -24
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leaf_value=7.5949317306367448e-06 -1.2000270135104075e-05 9.1176348525871577e-06 8.6478764236138282e-06 1.9187641287100548e-05 -6.7310076550105201e-06 -1.5117843179689739e-05 -4.9991326477538683e-06 -1.1432692533975131e-05 6.0014612063241656e-06 -2.8138337165728445e-06 -7.1933943063000207e-06 8.0021747853606934e-06 1.2012639559716696e-05 -9.046901916166383e-06 -7.2067108994815499e-06 5.6299334082231747e-06 -4.440742493618298e-06 -8.1541054254330457e-06 -1.082230210765071e-05 1.2943801513236913e-05 4.144463863507126e-06 7.9796629355162928e-06 5.1150085565656336e-06 -2.1188851376957081e-05 1.1522326977207004e-05 1.4390747918258531e-05 1.9579721691798116e-05 -8.9899010452592687e-06 -8.1540327955735843e-06 -3.1616279506014725e-07
leaf_weight=20 22 34 24 21 24 27 46 27 20 20 22 25 21 23 25 37 26 20 30 28 34 27 85 22 21 27 32 33 25 2273
leaf_count=20 22 34 24 21 24 27 46 27 20 20 22 25 21 23 25 37 26 20 30 28 34 27 85 22 21 27 32 33 25 2273
internal_value=0 -4.89818e-08 3.64122e-08 -3.12392e-08 1.53789e-07 -2.40395e-06 -6.3449e-07 7.22089e-07 -4.0139e-06 2.92597e-06 -2.16074e-07 3.19506e-06 1.16944e-08 6.9717e-08 -2.08905e-08 5.47373e-08 -2.14378e-08 4.55141e-08 -8.38685e-08 4.14946e-06 -4.10562e-07 4.14341e-08 -4.28159e-08 -4.92239e-06 2.69169e-06 9.32208e-08 4.39815e-06 1.40037e-06 7.41579e-06 -1.20383e-07
internal_weight=0 3101 3079 3055 2834 221 194 148 47 101 67 45 2813 2789 2768 2745 2708 2683 2601 82 54 2571 2544 69 47 2475 117 90 57 2358
internal_count=3121 3101 3079 3055 2834 221 194 148 47 101 67 45 2813 2789 2768 2745 2708 2683 2601 82 54 2571 2544 69 47 2475 117 90 57 2358
is_linear=0
shrinkage=0.1


Tree=5517
num_leaves=31
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split_feature=130 40 1429 156 1425 52 3 52 51 51 43 50 42 52 124 15 15 48 2 1373 130 130 1 484 52 157 160 43 13 43
split_gain=1.44026e-07 2.30482e-07 1.25666e-07 3.24649e-07 1.53059e-07 1.60898e-07 3.34011e-07 1.8061e-07 6.55184e-07 1.83351e-06 1.66817e-06 7.44541e-07 3.87127e-07 3.69801e-07 3.12826e-07 5.7202e-07 5.69656e-07 3.60409e-07 2.77064e-07 2.75853e-07 2.56858e-07 4.75863e-07 2.69657e-07 3.83535e-07 4.72304e-07 5.73936e-07 1.05031e-06 2.67834e-07 4.53445e-07 4.68713e-07
threshold=-0.23123999999999997 -0.24290999999999999 -0.23752499999999996 0.32523500000000005 0.10034500000000002 -0.55692499999999978 -0.086274999999999977 -0.080114999999999978 0.092545000000000016 0.087305000000000008 -0.05647499999999999 0.083090000000000011 0.10705500000000003 -0.077024999999999996 -0.087759999999999991 -0.092489999999999989 -0.09551999999999998 0.082620000000000013 0.087815000000000018 0.086880000000000013 0.10490500000000001 0.087380000000000013 0.10293500000000001 0.088000000000000009 -0.085984999999999992 -0.081634999999999985 -0.079874999999999988 -0.09002499999999998 -0.069964999999999986 -0.012394999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 9 11 -10 12 14 -9 -7 16 17 -16 -19 -15 21 22 23 24 25 -17 -27 -28 29 -29
right_child=1 2 3 -5 -6 7 -8 13 10 -11 -12 -13 -14 19 15 20 -18 18 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=7.8840721115462344e-06 -1.075885999853199e-05 -7.5197743419928221e-06 -1.4601502885059932e-06 1.2764114799210802e-05 -7.5140631384716403e-06 7.2881442097890877e-06 1.2324703847355068e-05 1.3893228667711811e-05 4.9360970445343778e-06 2.7737494659421912e-05 -3.0912294621884938e-05 1.5572691381748882e-05 9.4980774572552327e-06 3.7583031628757259e-07 -1.7527919803796978e-05 -1.2433812730705541e-05 -2.5888170957841793e-05 -8.9619896533060292e-06 7.3005627564270986e-06 -8.4482577626153626e-06 7.3519319155618883e-06 -1.3215471187485935e-05 -6.5676982733540248e-06 -1.0339649730894963e-05 1.564094018249307e-05 2.312999691325569e-05 5.6915462745147728e-06 -1.5956522761341245e-05 3.4662491312205517e-06 1.6738719787099398e-06
leaf_weight=23 20 22 39 20 27 28 32 20 27 22 25 24 26 2227 20 32 20 22 20 36 27 39 83 32 21 21 48 38 55 25
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internal_value=0 -5.85305e-08 1.09973e-08 6.5211e-08 -1.84445e-08 4.88143e-08 4.75274e-06 -6.48613e-08 -1.52865e-06 -5.99886e-07 -1.22987e-05 -1.6729e-06 -2.41598e-06 3.55104e-07 -2.99934e-06 -3.57201e-06 -1.12131e-05 -6.47921e-06 -1.21792e-06 2.35456e-07 -2.08372e-06 -2.73032e-06 -1.57843e-06 -5.59716e-08 1.31519e-06 -5.8517e-08 2.05918e-06 -6.06404e-07 -3.16828e-06 -8.96033e-06
internal_weight=0 3098 3078 3056 3036 3009 71 2938 655 603 52 581 557 2283 531 503 82 62 42 2263 421 394 355 272 240 219 187 166 118 63
internal_count=3121 3098 3078 3056 3036 3009 71 2938 655 603 52 581 557 2283 531 503 82 62 42 2263 421 394 355 272 240 219 187 166 118 63
is_linear=0
shrinkage=0.1


Tree=5518
num_leaves=31
num_cat=0
split_feature=156 475 130 39 42 42 3 42 2 42 130 12 133 142 11 33 10 16 10 10 16 44 1428 474 52 52 13 16 13 16
split_gain=1.19323e-07 1.71942e-07 1.16946e-07 2.10419e-07 1.24034e-07 1.54251e-07 5.10706e-07 1.95802e-07 3.95768e-07 1.68474e-07 2.33642e-07 2.00657e-07 5.08862e-07 3.71591e-07 2.3365e-07 1.7191e-07 1.90084e-07 4.1339e-06 1.84054e-06 2.31217e-07 1.57482e-07 1.49965e-07 1.79226e-07 2.11852e-07 1.64324e-07 5.00654e-07 4.90338e-07 6.49241e-07 7.86158e-07 6.41422e-07
threshold=0.3248100000000001 0.13528000000000004 -0.23123999999999997 0.15619500000000003 -0.23108499999999998 -0.16797499999999996 -0.094874999999999987 -0.14609499999999997 0.083995000000000014 -0.12995999999999999 0.13302000000000003 0.12757000000000002 0.017095000000000003 -0.057499999999999989 -1.0000000180025095e-35 -0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 -0.089679999999999982 -1.0000000180025095e-35 -0.25582999999999995 0.084760000000000016 -0.071779999999999997 -0.42010499999999995 0.091275000000000009 0.090245000000000006 -0.077944999999999987 0.083160000000000026 -0.076599999999999988 -0.034884999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 8 -7 -9 11 13 -13 -11 -15 -16 17 18 20 -18 -17 22 -21 -24 25 -25 -26 28 -28 -30
right_child=-2 -3 3 -5 5 7 -8 9 -10 10 -12 12 -14 14 15 16 19 -19 -20 21 -22 -23 23 24 26 -27 27 -29 29 -31
leaf_value=7.0956643511358976e-06 -7.1761431172490127e-06 9.0711478974082553e-06 5.6829181439273898e-06 -1.0285296993970406e-05 4.5323538033699148e-06 1.6956984168245982e-05 -1.5680631389841437e-05 -9.2161867269169312e-06 -2.6986871489498302e-06 1.2689744855141846e-05 1.0032265013053448e-05 -1.5212021990323436e-05 3.8651148172532513e-06 -9.5086913618685633e-06 -8.7887581182661229e-06 -4.0755197785204346e-06 -1.0528712170655906e-05 3.3432430590933522e-05 -3.5164411510777423e-05 -8.0376420620658401e-06 7.3802816370430052e-06 6.6043632988807723e-06 1.0009299984674381e-05 1.8309949423117388e-07 1.2996174984586497e-06 1.4426403493416729e-05 -2.1313132730851759e-05 -1.7684917972446509e-05 -3.4204835096298502e-06 1.0775324747220639e-05
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leaf_count=23 23 21 38 20 25 20 25 20 21 23 23 29 27 26 22 28 21 33 20 28 21 34 21 1918 298 25 21 33 196 38
internal_value=0 5.32774e-08 -8.26801e-09 -6.17685e-08 5.62458e-09 -6.63838e-08 -5.57414e-06 2.70947e-08 6.88945e-06 -6.97577e-08 -6.35095e-09 -8.70247e-08 -6.01412e-06 3.12637e-08 -7.33518e-08 1.56285e-08 8.64499e-08 4.32209e-06 -9.60024e-06 -7.7635e-08 8.34109e-07 6.38978e-09 -8.06277e-08 6.74342e-09 -7.63146e-08 3.66364e-07 -1.5441e-06 -4.48656e-06 -2.77854e-06 -1.11518e-06
internal_weight=0 3098 3077 3054 3034 2996 50 2946 41 2905 2885 2862 56 2806 2783 2757 2735 102 69 2633 49 2612 2578 2550 2529 1943 586 288 255 234
internal_count=3121 3098 3077 3054 3034 2996 50 2946 41 2905 2885 2862 56 2806 2783 2757 2735 102 69 2633 49 2612 2578 2550 2529 1943 586 288 255 234
is_linear=0
shrinkage=0.1


Tree=5519
num_leaves=31
num_cat=0
split_feature=40 130 40 97 34 104 34 9 1 9 45 132 50 393 1203 16 51 402 129 11 133 376 3 52 52 3 4 51 16 49
split_gain=1.21849e-07 3.17678e-07 1.73589e-07 1.33236e-07 2.97205e-07 3.0392e-07 4.38686e-07 4.20101e-07 7.86107e-07 3.52943e-07 1.51265e-07 1.16764e-07 3.29585e-06 1.74114e-06 7.41205e-07 1.06064e-07 7.49972e-07 4.41085e-07 4.37361e-07 3.31411e-07 5.08425e-07 2.83769e-07 3.35485e-07 1.05868e-06 2.51278e-06 1.01967e-06 6.57307e-07 4.8939e-07 6.78968e-07 6.93947e-07
threshold=-0.24620999999999996 -0.22699999999999995 -0.15322999999999998 -0.086464999999999986 -0.08786999999999999 0.083745000000000014 -0.057544999999999992 0.091600000000000015 0.12205500000000001 0.082870000000000013 0.094030000000000016 -0.083284999999999984 0.097510000000000013 0.12679500000000002 0.089480000000000018 -0.15241499999999997 0.080335000000000018 0.095140000000000016 0.085550000000000015 0.083010000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.042499999999999989 -1.0000000180025095e-35 0.0060650000000000009 -0.055119999999999995 -0.059649999999999988 -0.14283999999999999 -0.087659999999999988 -0.069799999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 9 -9 10 11 12 14 15 -8 16 17 18 19 20 -13 -17 25 27 -25 -23 -26 -24 29 -29
right_child=1 2 3 4 5 -7 7 8 -10 -11 -12 13 -14 -15 -16 21 -18 -19 -20 -21 -22 22 23 24 26 -27 -28 28 -30 -31
leaf_value=7.7803510703233775e-06 -1.2024103832366315e-05 9.0961379534010565e-06 -7.6092667728991487e-06 8.9382597375456616e-06 1.2695902375559888e-05 -1.1789654685013706e-05 1.967210455614999e-07 -2.4514092419849479e-05 1.6432026684385536e-06 1.2960080528587458e-05 -6.5852171636444326e-06 1.4536086280259043e-05 3.8941584586444321e-05 -2.9547026942964292e-05 -2.0136662697041175e-05 -9.0161789557896551e-06 -1.7226840537075208e-05 -1.3299259906792336e-05 1.3189321253566262e-05 -1.1865529292821441e-05 -6.9609603121493249e-07 1.5746471976370629e-07 9.0376891456309335e-06 4.3946800660705781e-05 1.5025667190508134e-05 -2.2546776272065475e-05 -4.8539203840519829e-06 2.3349488801613917e-05 -4.1386127754660087e-06 -2.6778945495953806e-06
leaf_weight=20 22 21 23 37 27 22 173 20 27 21 35 24 22 20 20 32 28 24 26 23 252 1806 52 20 29 20 39 20 195 21
leaf_count=20 22 21 23 37 27 22 173 20 27 21 35 24 22 20 20 32 28 24 26 23 252 1806 52 20 29 20 39 20 195 21
internal_value=0 -5.01881e-08 3.53676e-08 -2.68548e-08 3.06067e-08 -7.93277e-08 7.24059e-09 -1.08932e-07 -9.48756e-06 4.29614e-08 -5.11932e-08 2.9162e-08 2.26983e-06 -1.53941e-07 -1.91037e-06 7.12069e-08 -1.48029e-06 -2.16955e-07 7.49123e-07 -3.32633e-07 6.28442e-07 3.3303e-07 4.68895e-07 3.18899e-06 1.27884e-05 -9.12126e-08 3.62414e-06 2.55848e-07 -1.67913e-06 1.00184e-05
internal_weight=0 3101 3079 3058 3035 2998 2976 2949 47 2902 2881 2846 215 2631 193 2611 377 349 325 299 276 2234 2202 376 88 1826 68 288 236 41
internal_count=3121 3101 3079 3058 3035 2998 2976 2949 47 2902 2881 2846 215 2631 193 2611 377 349 325 299 276 2234 2202 376 88 1826 68 288 236 41
is_linear=0
shrinkage=0.1


Tree=5520
num_leaves=31
num_cat=0
split_feature=130 40 4 33 31 124 10 9 2 1 124 151 160 160 2 1429 457 13 16 151 12 160 1373 151 457 0 1213 133 0 4
split_gain=1.21593e-07 1.90907e-07 1.35987e-07 1.32982e-07 1.20367e-07 1.96501e-07 1.45263e-07 2.5296e-07 1.70186e-07 2.26275e-06 7.21004e-07 1.12613e-07 4.83602e-07 1.65138e-06 9.71246e-07 7.10663e-07 5.60472e-07 4.33474e-07 5.72291e-07 2.70564e-07 2.56416e-07 3.58379e-07 2.466e-07 6.83471e-07 6.03108e-07 1.93431e-07 1.1353e-06 3.03738e-06 2.58412e-06 5.09378e-06
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.044254999999999996 -0.082169999999999979 -0.086844999999999992 0.11294000000000003 0.091600000000000015 -0.0050599999999999994 0.094090000000000021 -0.062639999999999987 -0.085134999999999975 -0.085764999999999994 -0.081969999999999987 0.087815000000000018 0.083725000000000008 0.09228500000000002 -0.091559999999999989 -0.092804999999999985 -0.083919999999999981 0.083875000000000019 0.041220000000000007 1.0000000180025095e-35 -0.0038099999999999996 0.31508000000000008 -0.086729999999999988 0.04198000000000001 -0.0084449999999999994 -0.087794999999999998 -0.081224999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 8 9 -6 -11 12 14 -14 -10 16 17 -15 -19 -13 -20 -22 24 -24 25 26 28 -28 -21 -30
right_child=1 2 -4 4 6 -7 -8 -9 11 10 -12 19 13 15 -16 -17 -18 18 20 22 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=7.2440830437066637e-06 -9.7922207169176554e-06 7.8749080932046425e-06 6.8249310155304807e-06 1.8859161627915455e-06 3.0131662060739473e-05 -1.166716151799293e-05 7.7138612529855283e-06 -9.0833164581600877e-06 2.1081906723619636e-05 4.1938141544051179e-06 -2.2657705585515941e-05 -9.9294199477800917e-06 -2.5277156385072886e-05 1.1900051358679777e-05 -2.8204195961520518e-06 2.0376253175982128e-05 1.4352602360304445e-05 -1.6582741400433015e-05 4.7781292388598177e-06 -9.1934944065654627e-07 1.2861240747952252e-06 -1.5424838238686789e-05 -3.9014472276903691e-06 2.0900236722809496e-05 -1.4941479778534423e-05 4.7184527641697118e-07 -1.0300417486604015e-07 4.3522315845621055e-05 -6.0884081722178966e-05 -1.7236824363820679e-06
leaf_weight=23 20 21 29 20 23 23 24 31 34 20 20 29 24 20 34 20 25 28 49 713 33 21 25 20 28 1600 79 20 22 43
leaf_count=23 20 21 29 20 23 23 24 31 34 20 20 29 24 20 34 20 25 28 49 713 33 21 25 20 28 1600 79 20 22 43
internal_value=0 -5.37803e-08 9.49741e-09 -5.53263e-08 -1.10325e-07 -5.3634e-06 -3.46521e-08 -9.74567e-08 -2.38447e-09 5.1389e-06 -9.23195e-06 -1.1536e-07 1.76011e-06 -5.18084e-07 9.13074e-06 2.51364e-06 4.83796e-07 -1.81236e-06 -3.90586e-06 -3.24796e-07 -4.5972e-07 -5.21258e-06 -2.15567e-07 7.12152e-06 -3.47371e-07 -1.82399e-07 -1.376e-06 8.71019e-06 -2.65947e-06 -2.17472e-05
internal_weight=0 3098 3078 3049 3028 43 2985 2961 2930 63 40 2867 288 220 68 196 176 151 131 2579 103 54 2550 45 2505 2477 877 99 778 65
internal_count=3121 3098 3078 3049 3028 43 2985 2961 2930 63 40 2867 288 220 68 196 176 151 131 2579 103 54 2550 45 2505 2477 877 99 778 65
is_linear=0
shrinkage=0.1


Tree=5521
num_leaves=31
num_cat=0
split_feature=40 130 42 132 1185 1203 50 44 4 157 157 50 402 13 402 158 159 1456 1446 479 479 42 402 15 2 42 0 0 42 2
split_gain=1.17517e-07 2.86815e-07 1.70084e-07 1.18042e-07 7.6155e-07 3.16581e-07 1.30465e-07 4.07009e-07 3.99887e-07 5.73034e-07 3.71652e-07 3.0914e-07 2.50578e-07 8.75927e-07 3.67344e-07 2.22647e-07 2.59652e-07 4.18338e-07 1.95121e-07 1.94156e-07 1.93636e-07 1.73708e-07 4.68762e-07 5.37561e-07 4.56708e-07 2.8051e-07 4.06422e-07 2.25035e-07 2.00225e-07 2.57258e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.12213000000000002 0.10049500000000001 -0.010655 -1.0000000180025095e-35 -0.073574999999999988 0.11941000000000002 -0.45454999999999995 -0.066634999999999986 -0.41906499999999997 -0.47336999999999996 -0.45371999999999996 -0.077944999999999987 -0.073109999999999994 0.10713500000000002 0.086465000000000014 0.10892 -0.087759999999999991 0.089740000000000014 0.10327000000000001 0.10306000000000001 -0.078904999999999989 -0.06563999999999999 0.10077000000000001 0.085785000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 11 8 10 -10 -8 12 13 -6 -14 -16 17 -17 -18 20 21 25 -23 24 -24 28 -27 -26 29 -20
right_child=1 2 -4 4 6 -7 7 -9 9 -11 -12 -13 14 -15 15 16 18 -19 19 -21 -22 22 23 -25 27 26 -28 -29 -30 -31
leaf_value=7.6408110703596319e-06 -1.142667240608055e-05 -8.4783275138461348e-07 8.4174844308411892e-06 1.9112228740899204e-05 1.8678339887022352e-05 -1.240511203967024e-05 -1.1585896263568429e-05 -9.4334304280478548e-06 2.4903125158743936e-05 4.0836997355561321e-06 5.5024809340206311e-06 -1.1960630511318663e-05 -1.3713993289456995e-05 -4.3154162288349629e-06 1.0401076124253451e-05 2.0420399485487907e-06 8.9096629305155758e-06 -1.8411270077649532e-05 1.1052769145676782e-06 8.8003334307510766e-06 -8.3608360816062236e-06 -7.0110019431226913e-06 -7.8100322635662216e-06 1.6037315134254689e-05 8.6041751728771493e-07 4.2380338292222688e-07 -1.7168467246442277e-05 1.5861582872389592e-05 8.5426075726830339e-06 -1.1224250733991595e-06
leaf_weight=20 22 194 24 21 30 27 20 22 20 39 35 22 20 37 20 20 24 20 831 24 29 34 31 38 20 29 24 20 26 1378
leaf_count=20 22 194 24 21 30 27 20 22 20 39 35 22 20 37 20 20 24 20 831 24 29 34 31 38 20 29 24 20 26 1378
internal_value=0 -4.92673e-08 3.20263e-08 -3.38497e-08 1.39734e-07 -2.25981e-06 -1.90187e-09 3.01956e-06 5.42277e-06 1.11411e-05 -7.11474e-07 -1.55402e-07 -5.75805e-08 5.9803e-06 -2.13893e-07 -1.08752e-07 -1.91247e-07 -8.18462e-06 -6.37612e-08 -1.50461e-07 -2.37786e-07 -1.40884e-07 3.24037e-06 6.43805e-06 1.30041e-06 -3.52212e-07 -7.54251e-06 8.361e-06 -1.81704e-07 -2.8439e-07
internal_weight=0 3101 3079 3055 2834 221 2813 136 114 59 55 2677 2655 67 2588 2568 2548 40 2508 2484 2460 2431 143 109 71 2288 53 40 2235 2209
internal_count=3121 3101 3079 3055 2834 221 2813 136 114 59 55 2677 2655 67 2588 2568 2548 40 2508 2484 2460 2431 143 109 71 2288 53 40 2235 2209
is_linear=0
shrinkage=0.1


Tree=5522
num_leaves=31
num_cat=0
split_feature=130 39 132 1186 1185 52 13 400 15 3 0 3 97 374 33 34 13 11 142 147 150 49 448 41 12 42 12 13 12 1210
split_gain=1.24519e-07 2.03302e-07 1.17008e-07 3.17778e-06 1.61169e-06 3.12207e-07 2.11005e-07 1.22991e-07 1.70211e-07 3.50914e-07 1.7663e-07 3.39715e-07 1.16382e-07 2.37387e-07 1.74745e-07 2.57579e-07 9.7262e-07 3.97187e-07 1.44662e-07 1.79331e-07 2.21688e-07 8.15688e-07 3.29239e-07 1.55064e-07 3.07082e-07 1.25041e-06 1.09087e-06 2.36232e-07 1.18584e-06 2.41969e-06
threshold=-0.23123999999999997 0.15619500000000003 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 0.056795000000000005 0.10782000000000001 -0.13578499999999996 -0.080104999999999996 -0.087084999999999982 -0.08824499999999999 -0.086464999999999986 0.08987500000000001 0.085305000000000006 -0.057544999999999992 -0.0097949999999999982 -1.0000000180025095e-35 -0.057499999999999989 0.099730000000000027 0.12640500000000002 -0.045154999999999994 1.0000000180025095e-35 0.077300000000000021 0.08486500000000001 0.088915000000000008 0.089085000000000011 -0.089109999999999981 0.088245000000000004 -0.053799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 8 -2 10 -10 -12 -6 14 15 16 -14 -17 -19 20 22 -22 23 27 25 -25 -26 28 29 -20
right_child=1 -3 4 -5 12 -7 -8 -9 9 -11 11 -13 13 -15 -16 17 -18 18 19 -21 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=7.3307338514338063e-06 -8.0307934892872524e-06 -1.0104037887685992e-05 -2.7121393615268312e-05 3.8281204447023562e-05 -6.8845007111425121e-06 -1.1786070543469881e-05 8.6969152720405915e-06 -7.9934324021451171e-06 5.0434549700145478e-06 1.1231792790635223e-05 1.8047670218274341e-06 -1.515369404365802e-05 -5.3710214810312862e-06 8.6726635515788085e-06 -6.6363814533897081e-06 -1.4068460959606455e-05 2.2382219437689777e-05 -8.1906328887271226e-06 -3.9513506844741645e-05 8.1025457932680329e-06 5.9294828763365964e-06 -1.9368763807506184e-05 1.1606419488089159e-05 2.7370838330915087e-05 -1.6440711249834712e-05 -4.4873212573293134e-06 1.0947843496510222e-05 3.2840915068387519e-07 6.2092295170909248e-06 -3.3219242249107681e-06
leaf_weight=23 23 20 22 22 24 27 23 25 23 27 27 21 28 32 39 20 23 21 20 28 26 25 25 22 26 28 33 2064 112 242
leaf_count=23 23 20 22 22 24 27 23 25 23 27 27 21 28 32 39 20 23 21 20 28 26 25 25 22 26 28 33 2064 112 242
internal_value=0 -5.44316e-08 1.0868e-08 2.24407e-06 -1.59355e-07 -1.80092e-06 -2.05657e-07 -1.60812e-06 -2.88837e-07 1.52815e-06 -2.16196e-06 -5.61456e-06 4.96532e-08 1.08793e-07 1.0287e-08 1.04789e-07 7.14515e-06 -2.85903e-08 7.64985e-08 1.41987e-07 5.70096e-08 -6.47162e-06 1.86465e-07 7.43731e-08 3.76453e-06 9.53027e-06 -1.12169e-06 -9.06094e-08 -2.40305e-06 -6.08464e-06
internal_weight=0 3098 3078 218 2860 196 169 146 121 98 71 48 2838 2814 2782 2743 51 2692 2672 2651 2623 51 2572 2547 109 50 59 2438 374 262
internal_count=3121 3098 3078 218 2860 196 169 146 121 98 71 48 2838 2814 2782 2743 51 2692 2672 2651 2623 51 2572 2547 109 50 59 2438 374 262
is_linear=0
shrinkage=0.1


Tree=5523
num_leaves=31
num_cat=0
split_feature=158 1 121 43 481 1452 483 52 3 1447 4 403 159 159 33 475 484 475 52 43 12 2 52 52 52 1428 1455 1456 2 0
split_gain=1.06599e-07 5.51807e-07 4.58502e-07 3.48011e-07 1.01379e-06 7.00133e-07 5.28785e-07 5.06112e-07 2.78583e-07 1.90456e-07 7.46001e-07 6.17568e-07 5.25212e-07 2.1301e-07 1.68329e-07 1.48664e-07 1.24859e-06 1.1626e-06 3.38957e-07 5.29066e-07 6.96695e-07 3.43724e-07 2.46352e-07 2.94588e-07 2.23806e-07 3.00584e-07 1.51173e-07 2.57035e-07 8.31921e-07 1.37674e-06
threshold=0.10737500000000001 0.16540500000000002 -0.094339999999999993 -0.011694999999999999 -0.073474999999999985 0.085480000000000014 -0.096724999999999992 -0.061194999999999992 -0.083924999999999986 -0.086359999999999978 -0.078439999999999996 -0.57146499999999989 -0.092414999999999983 -0.10909999999999999 -0.044254999999999996 -0.086279999999999982 0.085790000000000019 -0.085669999999999982 -0.53964499999999982 -0.085154999999999995 0.084655000000000022 0.10613000000000002 -0.56368999999999991 -0.55692499999999978 -0.55061999999999989 -0.070379999999999984 -0.097209999999999977 -0.077944999999999987 0.087415000000000007 -0.090809999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 8 -6 -8 -5 10 -4 -11 13 -12 -13 16 18 -17 21 -20 -21 -16 -19 -24 -25 -26 -27 28 29 -28
right_child=3 -3 9 5 6 -7 7 -9 -10 11 12 14 -14 -15 15 17 -18 22 19 20 -22 -23 23 24 25 26 27 -29 -30 -31
leaf_value=-1.4047371508280302e-05 2.1270417727237147e-05 1.5566093134111727e-05 2.1691264164473979e-05 -7.8817797111696576e-06 -1.5625228178788137e-05 6.3212041043568349e-06 9.568432803710245e-06 -9.7555468419554735e-06 -2.4572598249505972e-05 -1.753011724758835e-05 1.5612747141685328e-07 9.0241849431463165e-06 -9.727589527308567e-06 1.4399242850448078e-05 3.9565114851332817e-06 2.4225160650530597e-05 -2.4440834441401935e-05 -9.8562673083506542e-06 -6.6910746416700327e-06 2.5104731360313181e-05 6.1556286080023992e-07 -1.3244634507058296e-05 1.164073137260857e-05 -1.0517558748688317e-05 1.0052944732403072e-05 -6.275784649364811e-06 -1.4514078762099068e-07 -1.3642979011388421e-07 -2.7830582771233914e-06 3.4753028999148234e-05
leaf_weight=23 20 23 20 20 26 21 33 23 20 20 21 21 32 21 21 20 23 25 24 21 26 26 22 20 30 38 26 2374 61 20
leaf_count=23 20 23 20 20 26 21 33 23 20 20 21 21 32 21 21 20 23 25 24 21 26 26 22 20 30 38 26 2374 61 20
internal_value=0 1.37198e-07 1.62904e-08 -2.48963e-06 1.08366e-06 -8.46463e-06 -3.83994e-06 1.6318e-06 -1.62272e-05 1.2737e-07 4.55537e-06 -2.03347e-08 -7.59471e-08 7.27769e-06 1.04825e-07 3.73753e-08 -3.1262e-06 2.06596e-07 1.02834e-06 5.38899e-06 1.15575e-05 -5.55902e-06 2.29674e-08 1.1829e-07 1.9616e-08 1.02293e-07 -1.62143e-08 7.96598e-08 4.87402e-06 1.5028e-05
internal_weight=0 2958 2935 163 102 61 82 56 40 2912 94 2818 74 42 2798 2777 141 2636 118 71 47 47 2616 2591 2569 2549 2519 2481 107 46
internal_count=3121 2958 2935 163 102 61 82 56 40 2912 94 2818 74 42 2798 2777 141 2636 118 71 47 47 2616 2591 2569 2549 2519 2481 107 46
is_linear=0
shrinkage=0.1


Tree=5524
num_leaves=31
num_cat=0
split_feature=1429 474 157 475 475 52 16 155 155 471 156 156 156 2 0 156 156 156 156 15 156 1371 1 120 1 4 39 456 456 4
split_gain=1.14094e-07 3.03124e-07 1.49278e-07 1.74738e-07 2.22731e-07 1.97674e-07 1.39267e-07 4.05141e-07 2.27086e-07 2.49415e-07 1.9655e-07 1.94945e-07 5.00378e-07 4.63008e-07 4.08189e-07 3.03062e-07 6.31757e-07 5.20538e-07 5.4684e-07 1.45714e-06 4.77623e-07 2.5712e-07 2.3792e-07 4.85301e-07 2.86172e-07 4.10576e-07 2.16301e-07 2.30021e-07 3.64583e-07 2.0875e-07
threshold=0.12521000000000002 -0.45463999999999999 0.32331500000000007 -0.10664 -0.091889999999999986 -0.07167999999999998 0.63636000000000015 0.13293000000000002 0.11562500000000002 0.093375000000000014 0.11850000000000001 0.09747500000000002 0.093155000000000002 0.093680000000000013 -0.081459999999999991 0.091255000000000017 0.089950000000000016 0.089090000000000016 0.08759500000000002 -0.015039999999999998 0.086945000000000008 0.081810000000000008 0.16540500000000002 1.0000000180025095e-35 0.14554000000000003 0.50644500000000015 0.11402500000000002 0.091580000000000009 0.10657000000000001 0.00063500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 7 8 9 10 11 12 15 29 -15 16 17 18 20 -20 21 22 23 24 26 -26 27 -6 -29 -13
right_child=-2 2 -4 4 6 -7 -8 -9 -10 -11 -12 13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.2022165635374092e-05 7.5287189793016292e-06 -1.2696746815614146e-05 8.4354616168032706e-06 1.0093875107486384e-05 -4.9831780467244207e-08 4.1394261406031041e-07 -5.9416098058416262e-06 1.3593201505169748e-05 -1.0647264234648901e-05 8.8247712302091941e-06 -8.5446179990935057e-06 5.5080171114241242e-06 -1.5156992235047667e-05 -1.2417551924196838e-05 4.3522046877463235e-06 1.1674505913106259e-05 -1.6986824451495605e-05 1.6101011079854289e-05 -2.6922275268449227e-05 6.890331831527875e-06 1.2870099710888664e-05 -8.9433517132420103e-06 1.0676658755636753e-05 -1.1878016041865682e-05 -1.0806292569517003e-06 1.7832304805861813e-05 -8.2965724906840005e-06 1.2243384057192567e-05 -3.3057681284844878e-06 1.9956215621732556e-05
leaf_weight=21 20 23 21 22 2350 23 39 22 20 32 27 20 22 21 47 22 22 20 26 25 29 32 21 34 24 22 31 38 25 20
leaf_count=21 20 23 21 22 2350 23 39 22 20 32 27 20 22 21 47 22 22 20 26 25 29 32 21 34 24 22 31 38 25 20
internal_value=0 -4.85524e-08 3.30859e-08 -2.45963e-08 6.879e-08 -6.1414e-06 -4.94849e-09 7.3483e-08 -2.80302e-08 4.49542e-08 -5.26671e-08 2.77547e-08 -1.36326e-07 4.19509e-06 -8.26691e-07 -1.48795e-08 -1.10162e-07 2.85334e-08 -9.24488e-08 -1.03475e-05 1.08244e-07 -3.537e-08 7.66361e-08 -1.15574e-08 1.50475e-07 7.96469e-06 3.39851e-09 1.10029e-07 6.07309e-06 1.27321e-05
internal_weight=0 3101 3080 3059 3013 46 2991 2952 2930 2910 2878 2851 2743 108 68 2721 2699 2677 2657 51 2606 2577 2545 2524 2490 46 2444 2413 63 40
internal_count=3121 3101 3080 3059 3013 46 2991 2952 2930 2910 2878 2851 2743 108 68 2721 2699 2677 2657 51 2606 2577 2545 2524 2490 46 2444 2413 63 40
is_linear=0
shrinkage=0.1


Tree=5525
num_leaves=31
num_cat=0
split_feature=1429 156 1426 1429 2 1429 48 148 142 11 34 34 34 9 10 2 16 0 1210 0 1210 16 0 15 52 0 0 1374 1375 0
split_gain=1.17733e-07 3.25114e-07 1.55776e-07 1.6034e-07 5.01696e-07 2.2917e-07 1.16372e-07 1.65157e-07 2.72188e-07 2.20868e-07 1.3326e-07 5.04018e-07 4.67712e-07 3.57316e-07 6.9863e-07 3.20382e-07 9.1963e-07 1.40814e-07 7.20904e-07 6.90363e-07 5.64788e-07 1.8632e-06 4.60087e-07 2.71692e-06 9.32689e-07 7.53195e-07 5.91556e-07 1.52148e-06 1.32938e-06 4.27325e-07
threshold=-0.23752499999999996 0.32523500000000005 -0.081389999999999976 -0.069929999999999978 0.08734500000000002 -0.026244999999999997 -0.22597999999999999 0.069020000000000012 -0.057499999999999989 -0.014494999999999999 -0.083689999999999987 -0.097449999999999981 -0.057544999999999992 0.091600000000000015 0.094860000000000014 -1.0000000180025095e-35 -0.056919999999999991 -0.086934999999999985 -0.018549999999999994 -0.087319999999999995 -0.13847499999999999 -0.082179999999999989 -0.086284999999999987 0.085550000000000015 0.08568000000000002 -0.085939999999999989 -0.085669999999999982 0.086000000000000007 -0.095009999999999997 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -7 8 -8 -10 11 -11 -12 15 -15 16 -14 18 -17 29 21 -19 23 24 -22 -24 -27 28 -28 -20
right_child=1 -3 3 5 -6 6 7 -9 9 10 12 -13 13 14 -16 17 -18 20 19 -21 22 -23 25 -25 -26 26 27 -29 -30 -31
leaf_value=-7.2895570073424927e-06 -7.3253104139031831e-06 1.2760335212078645e-05 1.4151655527712138e-05 -1.0229306363643528e-05 -4.8270657788844592e-06 -7.2313401605325369e-06 1.1337933173784959e-05 7.5780992288259618e-06 -1.0069620731717971e-05 3.52408299780412e-06 1.2726510041765214e-05 -1.4026150346732418e-05 -4.6319158457208694e-06 -2.2719655808032259e-05 3.1042512194868659e-06 -1.4869239276372861e-05 2.4402450399065857e-05 3.3109608586362977e-05 3.0891896013477111e-08 1.501585147626169e-05 -2.245868360489567e-05 -4.0287170739767523e-06 -1.5105093428825388e-05 3.5944815475807486e-05 8.0812658427475985e-06 1.2655121510171149e-05 2.4079891713189804e-05 -2.7541296994968433e-05 -1.5045769761930692e-07 -5.6987966038727447e-06
leaf_weight=22 29 20 30 22 26 22 21 29 22 36 29 30 24 20 22 36 20 22 786 28 20 35 33 23 20 37 23 20 1458 156
leaf_count=22 29 20 30 22 26 22 21 29 22 36 29 30 24 20 22 36 20 22 786 28 20 35 33 23 20 37 23 20 1458 156
internal_value=0 5.175e-08 -3.08001e-08 3.85576e-08 5.34011e-06 -6.0603e-08 1.467e-08 6.87081e-08 -5.84595e-09 -8.79906e-08 -1.1689e-08 -4.4533e-06 9.25592e-08 -3.90917e-08 -9.19285e-06 1.0117e-07 8.56552e-06 -3.69209e-08 -9.73738e-07 -4.58028e-07 5.20405e-07 1.03054e-05 1.79069e-07 8.55845e-06 -7.18871e-06 -1.5696e-07 1.63774e-07 -1.44141e-07 2.25841e-07 -9.17974e-07
internal_weight=0 3099 3079 3050 56 2994 2972 2950 2921 2900 2878 66 2812 2783 42 2741 44 2697 1006 970 1691 57 1634 63 40 1571 1538 1501 1481 942
internal_count=3121 3099 3079 3050 56 2994 2972 2950 2921 2900 2878 66 2812 2783 42 2741 44 2697 1006 970 1691 57 1634 63 40 1571 1538 1501 1481 942
is_linear=0
shrinkage=0.1


Tree=5526
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1453 1455 1455 1455 1447 4 1447 481 1447 15 1444 159 1453 1455 1455 3 1456 1455 1447 481 4 132 13 1203 4 403 2
split_gain=1.27349e-07 2.43398e-07 1.63442e-07 1.09322e-07 2.61472e-07 4.42256e-07 2.92246e-07 1.44145e-07 2.28627e-06 2.20672e-06 1.04648e-06 7.20178e-07 1.1107e-06 4.60365e-07 3.97928e-07 3.49571e-07 2.04086e-07 4.64047e-07 8.20175e-07 3.92929e-07 3.10775e-07 2.25229e-07 2.97911e-07 1.77032e-07 8.34122e-07 5.37284e-06 3.72708e-06 8.26156e-07 2.12349e-06 1.57415e-06
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.087504999999999986 -0.24112999999999998 -0.097209999999999977 -0.089344999999999994 -0.086279999999999982 -0.085594999999999991 -0.085684999999999997 -0.081334999999999977 -0.082824999999999982 0.087575000000000014 -0.066134999999999985 -0.095189999999999983 -0.079499999999999987 0.098910000000000012 0.11192500000000001 -0.080104999999999996 -0.077769999999999992 -1.0000000180025095e-35 -0.072479999999999989 -0.15036499999999997 -0.081714999999999996 -0.083284999999999984 -0.01163 0.088820000000000024 -0.083439999999999986 -0.0059799999999999992 0.084245000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 8 -8 -9 -10 12 -11 -13 -12 -15 19 18 -18 -17 -21 -22 -23 24 25 -24 27 -26 29 -29
right_child=1 2 3 4 5 6 7 9 10 11 14 13 -14 15 -16 16 17 -19 -20 20 21 22 23 -25 26 -27 -28 28 -30 -31
leaf_value=-7.256315181318012e-06 1.0305098412968422e-05 -8.0730944991955768e-06 -5.357023041437355e-06 8.9643844065986656e-06 -1.4446886347113398e-05 1.1106572893974469e-05 -3.3802331827246235e-05 3.3253159654123013e-05 1.9107352805992285e-05 3.7297446695561123e-07 3.3205245377606239e-06 1.4891828337091458e-05 -2.8815387318817645e-05 1.3201605852373178e-05 -1.5778364531797706e-05 1.0608223656812957e-05 1.0359169292231938e-06 2.9633861132831379e-06 -2.6944336228780232e-05 -9.2850158719354832e-06 -8.8489650384612373e-06 1.1755359256229978e-05 5.1781129790786352e-05 -4.1987942709581082e-07 5.2423212156898196e-08 -5.7766426884468689e-06 -4.2233544972987148e-05 1.9581553516962396e-05 3.2172390898873955e-05 -1.5166697187396495e-05
leaf_weight=24 23 25 37 33 21 24 20 20 29 32 24 21 22 20 20 35 22 38 20 36 28 22 23 1885 458 55 20 22 30 32
leaf_count=24 23 25 37 33 21 24 20 20 29 32 24 21 22 20 20 35 22 38 20 36 28 22 23 1885 458 55 20 22 30 32
internal_value=0 5.62237e-08 -2.04595e-08 4.55674e-08 1.11934e-07 1.38705e-08 1.16533e-07 2.6635e-08 -3.8474e-06 1.53451e-07 4.35943e-06 -8.12152e-08 -1.15186e-05 1.41993e-07 -5.36079e-06 2.9194e-08 -6.74488e-08 -5.0436e-06 -1.2288e-05 8.30017e-08 -5.8087e-08 7.09108e-08 1.6897e-07 6.80192e-08 1.50503e-06 1.11955e-05 1.6009e-07 1.72443e-06 1.08409e-05 -1.01e-06
internal_weight=0 3097 3074 3049 3012 2979 2958 2934 93 2841 73 2821 54 2767 44 2746 2726 80 42 2646 2611 2575 2547 2525 640 78 562 542 84 54
internal_count=3121 3097 3074 3049 3012 2979 2958 2934 93 2841 73 2821 54 2767 44 2746 2726 80 42 2646 2611 2575 2547 2525 640 78 562 542 84 54
is_linear=0
shrinkage=0.1


Tree=5527
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 1429 156 1426 1428 1429 475 1429 475 1429 157 49 157 157 0 157 4 52 157 475 2 1455 42 1455 482 483 13
split_gain=1.31379e-07 8.12768e-07 3.09081e-07 1.50738e-07 1.24333e-07 2.91512e-07 1.24767e-07 1.57375e-07 3.77549e-07 6.30888e-07 1.24426e-07 2.57176e-07 2.39754e-07 1.63413e-07 1.1357e-06 1.0032e-06 4.74327e-07 3.46515e-07 3.44742e-07 1.99198e-07 1.89985e-07 1.44745e-07 6.66046e-07 2.92658e-07 1.53982e-07 3.06942e-07 2.08201e-07 2.5329e-07 1.07475e-06 1.89325e-06
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.23752499999999996 0.32523500000000005 -0.081389999999999976 -0.071779999999999997 -0.060529999999999994 -0.011519999999999997 -0.0091699999999999993 0.051590000000000004 0.12387000000000002 -0.087424999999999989 0.0093850000000000027 -0.086394999999999986 -0.085474999999999982 -0.077999999999999986 -0.083699999999999983 -0.0094449999999999968 -0.55327499999999985 -0.079969999999999986 -0.082274999999999987 0.088055000000000008 -0.11962499999999998 0.08733500000000001 -0.088874999999999982 0.090355000000000005 0.10143000000000001 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 -6 -8 9 -9 -10 12 13 14 17 -15 -17 19 -18 -12 -20 22 23 -22 25 -23 -26 -28 29 -29
right_child=1 4 -4 -5 5 -7 7 8 10 -11 11 -13 -14 15 -16 16 18 -19 20 -21 21 24 -24 -25 26 -27 27 28 -30 -31
leaf_value=-2.2478038733104223e-08 1.9781295270063095e-05 -7.8206116722867597e-06 -1.3594852465427142e-05 -8.0562738528695063e-06 -6.5188914112664434e-06 1.2122125044697897e-05 -8.7648851967969689e-06 -2.1145419524422638e-06 -7.6777794934709432e-06 2.1858820885730287e-05 1.4781414835273279e-05 8.111436513393627e-06 -1.071092476325118e-05 2.0099370347452353e-05 -2.2327228507492691e-05 -1.402260619821997e-05 1.3179285906517181e-05 -6.4743008898368806e-06 9.0445987038749645e-06 9.9214699275762544e-07 -4.9097839595999872e-06 -1.6956677562255344e-06 -1.999181028622843e-05 1.0591112998424381e-05 -8.4930364711657733e-06 1.4024865915574914e-05 -1.8231852127006091e-07 -1.1508231424765352e-06 -6.3613531214524633e-06 3.7997956490341624e-05
leaf_weight=173 21 20 22 27 29 20 20 23 21 21 22 39 21 25 25 24 20 26 23 20 29 27 20 21 29 23 2235 30 44 21
leaf_count=173 21 20 22 27 29 20 20 23 21 21 22 39 21 25 25 24 20 26 23 20 29 27 20 21 29 23 2235 30 44 21
internal_value=0 1.7954e-07 -2.34457e-06 -1.10704e-06 3.6511e-08 9.14944e-08 6.71191e-09 7.4082e-08 1.37466e-07 9.32729e-06 -9.83855e-09 4.92755e-08 -6.78285e-08 1.60698e-08 -4.10192e-06 1.65029e-07 -3.07132e-08 2.59856e-06 1.02437e-07 8.2151e-06 -2.09393e-09 -8.60286e-08 -4.56867e-06 1.60059e-06 4.42266e-08 5.53578e-06 -7.21692e-08 3.26399e-08 5.08982e-06 1.49693e-05
internal_weight=0 2899 222 200 2878 2858 2838 2809 2789 44 2745 2724 2685 2664 93 2571 2546 68 2522 42 2502 2479 70 50 2409 50 2359 2330 95 51
internal_count=3121 2899 222 200 2878 2858 2838 2809 2789 44 2745 2724 2685 2664 93 2571 2546 68 2522 42 2502 2479 70 50 2409 50 2359 2330 95 51
is_linear=0
shrinkage=0.1


Tree=5528
num_leaves=31
num_cat=0
split_feature=156 472 40 4 48 48 150 1374 42 1375 45 11 33 9 2 47 47 9 124 47 131 160 43 47 47 42 4 1209 1208 1208
split_gain=1.31825e-07 1.55623e-07 1.09301e-07 3.01126e-07 1.22218e-07 2.45664e-07 4.05098e-07 1.96191e-07 7.50923e-07 1.92545e-07 1.83797e-07 7.62073e-07 2.73478e-07 1.7885e-07 2.32763e-07 1.85385e-07 9.65847e-07 4.30759e-07 1.87594e-06 4.83836e-07 1.84897e-07 1.79095e-07 2.37089e-07 2.27984e-07 2.58654e-07 2.81328e-07 2.35324e-07 1.75974e-07 2.72915e-07 2.88492e-07
threshold=0.3248100000000001 -0.097514999999999977 -0.24620999999999996 0.63556000000000001 0.13400000000000004 0.12737000000000001 0.13879000000000002 -0.096434999999999979 0.083795000000000022 0.10659 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 -0.15339499999999998 0.092165000000000011 0.09585500000000001 -0.013509999999999999 -0.080874999999999989 0.089640000000000011 0.13767000000000004 -0.016279999999999996 -0.078139999999999973 0.10728500000000002 0.11328000000000001 0.094165000000000013 0.058735000000000009 0.14268500000000003 0.11253500000000001 0.10233500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 -4 10 11 -9 -13 15 -15 17 -17 18 -14 20 27 22 -18 26 -25 -26 -23 28 29 -19
right_child=-2 2 3 -5 -6 -7 -8 9 -10 -11 -12 12 13 14 -16 16 21 19 -20 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=8.848573041859709e-06 -7.5427434279370818e-06 7.3674184852734468e-06 -2.0167238853034741e-05 -1.1982841845435491e-05 4.0754376217816191e-06 -1.0843847756058539e-05 1.3529373774707148e-05 1.7047161556477548e-05 6.9075445435373702e-06 9.7842409559234521e-06 -9.6146747557668279e-06 -1.0360488748189641e-05 -3.5206643545723979e-06 3.5139432120157677e-07 1.3552199330165011e-05 -2.3312095895345833e-05 -3.073037652635928e-06 3.0456413954811585e-09 3.3550031282629789e-05 -1.4255834078843087e-05 -9.3288782284703523e-06 -3.1610317154655393e-06 8.963900852955299e-06 -1.5171336516410204e-05 1.5535740102576609e-06 -1.2700592269538904e-05 9.1210075459877346e-06 9.4363557855103865e-06 -1.1615357957452943e-05 1.1023414879218763e-05
leaf_weight=20 23 20 21 21 73 21 22 26 20 20 20 26 43 34 22 21 30 2320 20 24 21 39 36 23 45 20 26 20 20 24
leaf_count=20 23 20 21 21 73 21 22 26 20 20 20 26 43 34 22 21 30 2320 20 24 21 39 36 23 45 20 26 20 20 24
internal_value=0 5.5999e-08 -1.13274e-09 -4.93247e-08 3.31922e-08 -6.63638e-08 1.05398e-08 -9.12796e-08 -6.96003e-06 6.50469e-09 -6.18711e-08 5.40217e-09 -1.52055e-07 -5.68548e-08 5.53742e-06 -1.71525e-07 -2.82592e-06 8.41145e-08 8.24781e-06 -1.27624e-07 1.33644e-08 -8.61491e-07 3.49257e-06 -2.73971e-06 -6.05729e-06 -2.83232e-06 1.75178e-06 9.56576e-08 1.66331e-08 1.15882e-07
internal_weight=0 3098 3078 3058 3037 2964 2943 2921 41 2880 2860 2840 2814 2788 56 2732 240 2492 63 2429 2405 219 66 153 88 65 65 2384 2364 2344
internal_count=3121 3098 3078 3058 3037 2964 2943 2921 41 2880 2860 2840 2814 2788 56 2732 240 2492 63 2429 2405 219 66 153 88 65 65 2384 2364 2344
is_linear=0
shrinkage=0.1


Tree=5529
num_leaves=31
num_cat=0
split_feature=14 142 16 11 15 11 34 2 39 13 457 13 47 1 2 3 2 160 48 1429 2 52 2 4 16 0 4 0 13 13
split_gain=1.13861e-07 7.42011e-07 6.30171e-07 4.04058e-07 6.22901e-07 2.59292e-07 1.6411e-07 4.75927e-07 5.91749e-07 1.73885e-07 5.14589e-07 4.88773e-07 9.26247e-07 3.60703e-06 1.88429e-06 8.01102e-07 1.37888e-06 1.26499e-06 6.9988e-07 4.6728e-07 4.41935e-07 3.97631e-07 4.80863e-07 3.70596e-07 2.78224e-07 3.75843e-07 6.72995e-07 6.10701e-07 4.76267e-07 1.40216e-06
threshold=0.078235000000000013 -0.057499999999999989 -0.5335399999999999 0.082245000000000013 0.082685000000000022 -0.014494999999999999 -0.072169999999999984 -0.045829999999999989 0.089790000000000023 -0.0034749999999999994 -0.081454999999999986 0.0027400000000000007 0.092165000000000011 0.10205500000000002 0.081135000000000013 -0.094874999999999987 0.11263500000000001 0.098320000000000005 0.085700000000000012 -0.026244999999999997 0.121465 -0.075329999999999994 0.085855000000000015 -0.011559999999999999 -0.50690499999999983 -0.097024999999999986 -0.080584999999999976 -0.099059999999999995 -0.087934999999999985 -0.087404999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -3 7 -7 -9 24 -11 12 14 -14 -12 -16 17 18 19 -17 -15 -21 -23 -24 -8 26 -26 -28 -27 -30
right_child=2 5 3 -5 -6 6 9 8 -10 10 11 -13 13 20 15 16 -18 -19 -20 21 -22 22 23 -25 25 28 27 -29 29 -31
leaf_value=1.8403573475015122e-05 -1.9168880376128074e-05 -1.0845162151698869e-05 1.9605388117724943e-05 -1.0038028882836838e-05 -3.334617070416651e-06 -1.4200484663947025e-05 4.8874672720604892e-06 9.5553895880584613e-06 -1.0148348509473081e-05 -1.3425412330632199e-05 2.9551046184844217e-05 -1.7466508801760805e-07 -4.1355864032084358e-05 2.0499762017390738e-05 2.1901433897057914e-05 -5.6739074352663012e-06 -1.6249945462518287e-05 2.9402378859231246e-05 -1.0511517052691489e-05 1.9089609005667235e-05 -1.5857074772828214e-08 -8.2053854362129639e-06 1.6059212268029678e-05 6.5082061121723176e-07 -2.1657899042111241e-05 3.6088713219584181e-06 -8.8096984347491432e-07 -1.6046858415090053e-05 -2.2968724166665718e-05 -3.4959355767896613e-07
leaf_weight=22 20 22 20 23 29 31 97 35 27 23 33 531 20 21 23 28 34 20 32 28 21 20 37 27 20 296 231 30 28 1292
leaf_count=22 20 22 20 23 29 31 97 35 27 23 33 531 20 21 23 28 34 20 32 28 21 20 37 27 20 296 231 30 28 1292
internal_value=0 1.05267e-07 -3.46574e-06 8.96239e-07 6.02865e-06 -2.86085e-08 5.11115e-08 -4.08368e-06 9.74729e-07 1.84077e-07 1.33954e-06 1.72765e-06 4.66406e-06 -6.4025e-06 7.09714e-06 4.12132e-06 2.31184e-06 5.59882e-06 2.83097e-06 5.88068e-06 1.0242e-05 8.76932e-06 5.32923e-06 9.5588e-06 -3.36287e-07 -6.03395e-07 -3.97889e-06 -2.62418e-06 -1.64438e-08 -8.29393e-07
internal_weight=0 3029 92 72 49 3007 2985 93 62 2892 898 875 344 62 282 249 226 192 172 140 42 112 84 64 1994 1897 281 261 1616 1320
internal_count=3121 3029 92 72 49 3007 2985 93 62 2892 898 875 344 62 282 249 226 192 172 140 42 112 84 64 1994 1897 281 261 1616 1320
is_linear=0
shrinkage=0.1


Tree=5530
num_leaves=31
num_cat=0
split_feature=421 9 10 43 13 9 147 1348 150 148 49 0 45 11 472 1429 1429 48 148 49 48 4 0 2 0 13 12 1210 402 13
split_gain=1.41261e-07 2.62829e-07 3.95999e-07 5.47639e-07 2.90435e-07 2.83959e-07 1.55288e-07 2.98608e-07 1.39266e-07 2.03876e-07 1.57869e-07 1.23225e-07 1.2924e-07 3.33742e-07 1.16158e-07 2.40443e-07 1.79662e-07 1.20085e-07 2.05279e-07 1.65725e-07 1.57217e-07 4.57886e-07 1.06358e-06 5.02592e-07 1.93991e-07 1.93035e-07 1.06143e-06 1.95286e-06 1.17138e-06 8.62235e-07
threshold=-1.0000000180025095e-35 0.092410000000000006 0.053330000000000009 -0.076834999999999987 -0.0039049999999999992 0.087755000000000014 0.097985000000000017 0.089175000000000018 -0.15178999999999995 1.0000000180025095e-35 0.26982 -0.24955499999999997 0.094030000000000016 -0.011194999999999998 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.083559999999999982 -0.098399999999999974 -0.009329999999999998 0.10445500000000001 0.033845000000000007 -0.090644999999999989 0.11747 -0.23051499999999997 -0.089109999999999981 0.088245000000000004 -0.077869999999999981 0.113945 -0.088319999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -3 6 7 8 -2 10 11 -10 13 -13 -15 -16 -17 19 -19 -18 24 22 -22 -23 -20 26 27 -26 -28 -27
right_child=1 4 3 -5 -6 -7 -8 -9 9 -11 -12 12 -14 14 15 16 17 18 20 -21 21 23 -24 -25 25 29 28 -29 -30 -31
leaf_value=-8.377204140970207e-06 7.7396597233651537e-06 8.2213104113699443e-07 1.4557794873412822e-06 -2.1665629453764268e-05 1.6600094859313686e-05 1.1659221196342038e-05 -6.3617242583285075e-06 1.2249412184246469e-05 7.3628409628999295e-06 -9.4501441154811211e-06 -7.7547817629517969e-06 1.2950398933035955e-05 -7.0043080943203402e-06 -6.9406177469015055e-06 1.0228360722818333e-05 -9.0394438716016761e-06 -6.5940915411138798e-08 -1.0147360735572875e-05 -8.2830949332705564e-06 1.1944131783820923e-05 2.7769035645654923e-05 -1.5398811783164829e-05 6.994331554179031e-07 3.7897116574943845e-06 -3.5627706783998294e-05 1.4187341491833649e-05 1.2794001549596232e-06 -3.2134930846347289e-06 2.6963235480555644e-05 3.8230383176146833e-08
leaf_weight=20 23 28 21 20 20 21 38 20 23 23 26 20 26 24 23 22 27 20 29 20 21 21 47 39 20 44 115 263 21 2036
leaf_count=20 23 28 21 20 20 21 38 20 23 23 26 20 26 24 23 22 27 20 29 20 21 21 47 39 20 44 115 263 21 2036
internal_value=0 5.40408e-08 -6.13957e-08 -9.82296e-06 7.39628e-06 7.14808e-08 -9.87744e-09 7.18598e-08 -1.11784e-08 -7.24393e-08 2.27052e-09 7.27645e-08 1.36836e-08 7.85725e-08 -1.36325e-08 4.6428e-08 -3.8885e-08 3.38334e-08 -5.41756e-08 5.04473e-06 2.18273e-08 3.44099e-06 9.05916e-06 -2.92627e-06 -1.51295e-07 -5.69283e-08 -2.01514e-06 -5.50425e-06 5.24529e-06 3.37539e-07
internal_weight=0 3101 3053 41 48 3012 2991 2953 2933 2910 2887 2861 2838 2812 2792 2768 2745 2723 2676 47 2656 128 68 60 2528 2499 419 283 136 2080
internal_count=3121 3101 3053 41 48 3012 2991 2953 2933 2910 2887 2861 2838 2812 2792 2768 2745 2723 2676 47 2656 128 68 60 2528 2499 419 283 136 2080
is_linear=0
shrinkage=0.1


Tree=5531
num_leaves=31
num_cat=0
split_feature=1429 156 474 1429 157 474 52 1453 1447 481 403 43 474 157 3 157 52 480 159 482 52 482 484 15 4 484 2 2 4 42
split_gain=1.17119e-07 2.92206e-07 1.22067e-07 6.45645e-07 3.21721e-07 3.07379e-07 9.0236e-07 3.13058e-07 3.3421e-07 8.85463e-07 6.09841e-07 2.52081e-07 3.22071e-07 2.83139e-07 3.7166e-07 2.76598e-07 2.33562e-07 2.34934e-07 2.26229e-07 3.26523e-07 6.06155e-07 3.8067e-07 3.50214e-07 2.00216e-06 4.98099e-07 4.05124e-07 2.02801e-06 2.55781e-06 1.45834e-06 1.77576e-06
threshold=-0.23752499999999996 0.32523500000000005 0.091180000000000011 -0.0061799999999999989 -0.081579999999999986 0.088435000000000014 -0.023194999999999997 -0.087504999999999986 -0.086359999999999978 -0.084999999999999992 -0.57146499999999989 -0.081374999999999989 0.10938000000000002 -0.06482499999999998 -0.065229999999999996 -0.056799999999999996 0.26521500000000003 0.08610000000000001 -0.47354999999999997 0.11191500000000001 0.50744500000000003 0.098105000000000012 0.10126500000000001 -0.067579999999999987 0.63113500000000011 0.085790000000000019 0.087015000000000023 0.084145000000000011 -0.0086549999999999978 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 7 -7 -2 9 -9 -10 12 -6 14 -13 -15 17 -11 -12 21 -21 22 24 -24 25 -20 27 -27 29 -28
right_child=1 -3 3 4 11 6 -8 8 10 16 18 13 -14 15 -16 -17 -18 -19 19 20 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-7.270525177525336e-06 -9.8545179298525916e-06 1.2099852483515861e-05 -1.9497896246321034e-05 1.1427218405515305e-05 -1.780311043148686e-05 1.7877613687660952e-05 -7.1492501738248389e-06 2.3541027613563614e-05 -1.7496635273346331e-05 -3.4193455212516712e-06 8.5233352585360524e-06 1.4360820995534595e-05 1.432161207048921e-07 -1.4050830661744842e-05 -2.2771603054075998e-06 2.0289430445384076e-06 -8.7049877484446361e-06 1.1555806240308316e-05 2.4547942275959656e-07 3.2742495091042662e-06 -2.134596603582395e-05 1.2348433259830926e-05 -3.0082365356065566e-05 1.3085742639738048e-05 1.4749774889265689e-05 6.5465764605289143e-07 -5.2943599198009735e-06 -4.9314440507259856e-05 -1.2079530629169753e-05 3.4925912871625299e-05
leaf_weight=22 32 20 20 20 20 34 25 22 20 20 31 25 20 20 29 23 20 22 2427 20 20 25 22 21 23 21 21 20 33 23
leaf_count=22 32 20 20 20 20 34 25 22 20 20 31 25 20 20 29 23 20 22 2427 20 20 25 22 21 23 21 21 20 33 23
internal_value=0 5.16142e-08 -2.66465e-08 -2.57616e-06 -4.2052e-07 1.28854e-07 7.27301e-06 -1.94066e-08 9.25549e-08 6.30528e-06 -9.88163e-08 -2.15012e-06 -8.82995e-06 6.04453e-07 5.42561e-06 -5.45002e-06 1.89372e-07 4.42478e-06 2.97232e-08 -6.86706e-08 -9.03586e-06 6.7402e-08 -5.01873e-08 -9.00027e-06 9.96777e-08 -3.272e-08 -5.75467e-06 -2.37205e-05 3.81156e-06 1.57299e-05
internal_weight=0 3099 3079 177 157 2902 59 2843 2811 84 2727 137 40 97 54 43 62 42 2707 2676 40 2636 2611 43 2568 2545 118 41 77 44
internal_count=3121 3099 3079 177 157 2902 59 2843 2811 84 2727 137 40 97 54 43 62 42 2707 2676 40 2636 2611 43 2568 2545 118 41 77 44
is_linear=0
shrinkage=0.1


Tree=5532
num_leaves=31
num_cat=0
split_feature=1429 133 133 150 51 51 2 1 2 1419 43 12 1420 52 471 1425 52 155 483 483 2 42 12 2 4 4 33 34 123 9
split_gain=1.25816e-07 6.9152e-07 1.20738e-06 7.69528e-07 6.28152e-07 9.00247e-07 4.78582e-07 3.89893e-07 3.68781e-07 6.99739e-07 2.97326e-07 2.72494e-07 2.4473e-07 2.80448e-07 3.42626e-07 2.28845e-07 3.40917e-07 2.5491e-07 1.55334e-07 8.63603e-07 5.91462e-07 9.23493e-07 6.22479e-07 1.21131e-06 2.82e-07 2.12071e-07 2.1033e-07 3.0117e-07 1.31043e-06 6.13251e-07
threshold=0.032755000000000006 0.091250000000000012 0.089200000000000015 0.10874500000000002 -0.085164999999999977 -0.088764999999999983 0.10613000000000002 0.08776500000000001 0.087470000000000006 0.086890000000000009 -0.085594999999999991 0.085355000000000014 -0.08341999999999998 -0.56368999999999991 0.091465000000000005 0.09198000000000002 -0.55061999999999989 0.11245500000000001 0.096460000000000018 0.10143000000000001 0.096540000000000015 0.091295000000000015 0.094435000000000005 0.083715000000000026 0.62931500000000018 0.6227450000000001 0.085305000000000006 -0.057544999999999992 0.083805000000000004 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 5 6 7 -2 -6 10 -10 -12 -1 -14 15 16 -15 18 24 -20 22 -22 23 -21 25 26 27 28 -18 -29
right_child=1 -3 -4 -5 8 -7 -8 -9 9 -11 11 -13 13 14 -16 -17 17 -19 19 20 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=1.0481637029551681e-05 -5.9585595828628785e-06 1.0879344348280496e-05 -2.7340176202415024e-05 1.6516137486091575e-05 1.0731089582071534e-05 -2.8331715316198825e-05 -1.7285708351912697e-05 1.0942204991286937e-05 1.2950609908286772e-05 -1.7445938953580316e-05 -7.2562111768093018e-06 7.8129143820149248e-06 -9.334500704895735e-06 -1.1139014990206946e-05 1.2126390756369196e-05 1.0058784613173212e-05 2.7206745813773959e-05 9.645689267147515e-06 1.7756808156832451e-05 -1.6432499200163877e-05 3.2889271356647699e-06 -2.3754332675668158e-05 1.8306896021158536e-05 1.6145681019268175e-05 -9.7717317839851609e-06 1.0237843139293546e-05 -7.5839804754355716e-06 1.8285531572599889e-08 -3.511815159471575e-06 -1.4140007272456593e-05
leaf_weight=23 39 37 20 21 31 20 22 21 21 22 30 20 31 27 24 23 21 28 32 25 28 23 24 21 30 20 37 2328 41 31
leaf_count=23 39 37 20 21 31 20 22 21 21 22 30 20 31 27 24 23 21 28 32 25 28 23 24 21 30 20 37 2328 41 31
internal_value=0 -1.93276e-06 -3.70822e-06 -1.7947e-06 -3.49615e-06 -9.30899e-06 -4.66931e-06 -4.3292e-08 1.28539e-06 -1.86318e-06 2.96528e-06 -1.22856e-06 2.08581e-07 1.24014e-07 2.30136e-07 1.25897e-07 4.17819e-08 1.54047e-07 5.41728e-08 3.14752e-06 -7.16094e-07 -8.90705e-06 5.2516e-06 -1.55985e-06 -1.34536e-07 -1.78631e-08 -1.01311e-07 1.30466e-08 6.89286e-06 -1.67771e-07
internal_weight=0 304 267 247 226 102 82 60 124 93 71 50 2817 2794 2763 2739 2716 2689 2661 153 121 51 70 46 2508 2478 2458 2421 62 2359
internal_count=3121 304 267 247 226 102 82 60 124 93 71 50 2817 2794 2763 2739 2716 2689 2661 153 121 51 70 46 2508 2478 2458 2421 62 2359
is_linear=0
shrinkage=0.1


Tree=5533
num_leaves=31
num_cat=0
split_feature=472 1429 474 1374 150 474 49 474 456 49 160 156 0 160 157 157 43 4 157 483 482 42 482 13 159 52 12 484 42 1456
split_gain=1.1843e-07 2.13044e-07 1.15953e-07 4.85764e-07 2.76917e-06 5.58473e-07 4.46731e-07 1.13945e-06 4.22427e-07 4.04356e-07 8.62621e-07 6.4516e-07 3.86575e-07 3.54433e-07 2.78344e-07 4.55603e-07 3.92566e-07 2.58141e-07 5.08833e-07 1.68567e-07 1.04961e-06 7.87294e-07 4.26956e-07 4.02304e-07 1.0156e-06 5.56612e-07 3.18161e-07 1.77019e-07 6.25283e-07 3.88177e-07
threshold=-0.38234499999999999 -0.23587499999999997 0.08393500000000001 0.088035000000000016 0.090480000000000019 0.083260000000000015 0.11428500000000001 0.084510000000000016 0.088285000000000016 0.08610000000000001 -0.088854999999999976 -0.065739999999999979 -0.079984999999999987 -0.085024999999999989 -0.08266999999999998 -0.081579999999999986 -0.084794999999999995 -0.012164999999999999 -0.071119999999999989 0.098395000000000024 0.089745000000000005 0.096610000000000015 0.081345000000000015 -0.077944999999999987 -0.087039999999999992 0.016565000000000003 -1.0000000180025095e-35 0.073690000000000019 0.087075000000000014 -0.090954999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 19 7 -4 9 10 -9 -11 -10 -12 16 -16 -15 18 -17 20 22 23 27 25 -25 -21 -24 29 -29 -3
right_child=1 2 6 4 -6 -7 -8 8 12 11 13 -13 -14 14 15 17 -18 -19 -20 21 -22 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=-6.9976030620940342e-06 9.6427517628003652e-06 -1.1678387214676056e-05 -2.5711515540933763e-05 -8.4531445697523726e-06 3.6214289262350417e-05 -1.6638572960800958e-05 1.2824317755075756e-05 -2.0474353414101645e-05 1.7845918784500791e-05 1.4369905039757214e-05 1.0280226810469426e-05 -7.5872575309957669e-06 -1.5801186282260461e-06 -8.8869537648861299e-07 9.8088265405812291e-06 -1.9570929141536907e-05 -2.0701984640254524e-05 1.1927329548230542e-06 -7.7757691970499082e-07 -3.8779765233172202e-06 -1.8959893946132447e-05 1.7849582194079023e-05 2.8365499193092719e-07 -2.4407465093645442e-05 4.8842738296712175e-06 1.7549989920501668e-05 1.6695326138671118e-05 -8.8946829451100819e-07 1.7097742898773435e-05 -3.6326287788289624e-08
leaf_weight=24 23 29 20 35 23 20 20 29 21 32 21 23 20 20 29 25 20 47 34 27 29 30 21 20 29 22 27 68 27 2306
leaf_count=24 23 29 20 35 23 20 20 29 21 32 21 23 20 20 29 25 20 47 34 27 29 30 21 20 29 22 27 68 27 2306
internal_value=0 5.42236e-08 -1.75188e-08 2.06517e-07 9.2598e-06 8.74285e-09 -1.7012e-06 -2.55314e-06 -1.11025e-06 -2.4984e-06 -4.37725e-06 5.18782e-06 8.3698e-06 -1.99554e-06 -3.46863e-06 -1.29775e-06 -1.07953e-05 -4.33634e-06 -8.74086e-06 1.35098e-07 -4.56294e-08 3.67482e-06 1.75724e-07 -6.64397e-07 -7.07154e-06 5.74274e-06 9.51522e-06 -8.75985e-09 4.22269e-06 -1.80917e-07
internal_weight=0 3097 3074 2713 58 2655 361 341 321 280 225 55 41 196 175 135 40 106 59 2635 2507 128 2478 98 49 49 48 2430 95 2335
internal_count=3121 3097 3074 2713 58 2655 361 341 321 280 225 55 41 196 175 135 40 106 59 2635 2507 128 2478 98 49 49 48 2430 95 2335
is_linear=0
shrinkage=0.1


Tree=5534
num_leaves=31
num_cat=0
split_feature=1429 156 474 1429 1429 160 2 157 156 3 1455 42 2 16 1419 474 475 160 3 475 1429 42 1429 474 0 0 4 48 15 15
split_gain=1.28406e-07 2.73942e-07 1.18883e-07 4.51727e-07 2.75094e-07 8.1827e-07 4.31035e-07 5.58688e-07 2.74737e-07 2.49198e-07 8.96536e-07 3.22865e-07 6.44064e-07 4.42234e-07 2.01176e-07 1.43498e-07 4.2618e-07 5.63275e-07 4.12998e-07 5.43179e-07 3.81462e-07 2.02827e-06 5.52876e-07 3.93559e-07 1.53705e-07 6.14996e-07 1.92252e-06 4.06153e-07 8.43754e-07 1.86412e-06
threshold=-0.23752499999999996 0.32523500000000005 0.091180000000000011 -0.0061799999999999989 -0.0061799999999999989 -0.087694999999999981 0.10060500000000001 -0.0062799999999999991 -0.092624999999999985 0.099930000000000005 0.078065000000000009 0.088295000000000012 0.10327000000000001 0.13751500000000003 0.086505000000000012 0.084550000000000014 -0.082274999999999987 -0.077459999999999987 -0.082594999999999988 -0.084374999999999992 0.083985000000000018 0.083715000000000026 0.083670000000000008 0.037915000000000011 -0.14794999999999997 -0.14116499999999996 -0.0047449999999999992 -0.072824999999999987 -0.088749999999999982 -0.0088349999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 -7 -6 10 11 13 -13 -5 15 20 17 18 19 -17 22 -22 23 24 27 26 -26 -10 -29 -30
right_child=1 -3 3 9 8 6 -8 -9 14 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-7.6128154288116183e-06 2.337304101956761e-05 1.1719681469912758e-05 -1.6692000144757912e-05 1.5694642531714096e-05 -1.0937549163629783e-05 4.8096212340169587e-06 9.3631741305323572e-06 -1.7040412322702734e-05 -8.5366294819499274e-06 9.1344109974174493e-06 -2.1330142370364535e-05 -1.5376152573817644e-05 6.4661161155123007e-06 -1.5622687428593494e-06 7.6818993714850344e-06 -7.0227823319631477e-07 -1.3980289061472487e-05 9.4399767045902816e-06 5.8185373984001458e-06 -2.2455990587001329e-05 -1.0261206254350935e-05 3.2857772130228116e-05 -1.6211421602531032e-05 1.4053708564460978e-05 -2.7399588464807797e-05 -4.7869563085528908e-08 1.2050657013181383e-05 -1.4800662729679055e-06 3.4901008128448059e-05 2.9821607608642196e-06
leaf_weight=22 20 20 20 27 23 25 34 22 31 22 21 27 27 33 34 24 29 38 21 22 24 20 21 20 30 2205 21 137 24 77
leaf_count=22 20 20 20 27 23 25 34 22 31 22 21 27 27 33 34 24 29 38 21 22 24 20 21 20 30 2205 21 137 24 77
internal_value=0 5.40408e-08 -2.17347e-08 -2.53778e-06 1.31725e-07 5.25901e-06 7.86412e-07 -5.41805e-06 -5.31578e-08 -7.34691e-07 -2.34299e-06 1.15464e-06 -4.45502e-06 6.20334e-06 3.69578e-08 -5.77682e-08 -3.2493e-06 -2.85505e-07 -5.80145e-06 -1.11062e-05 1.06088e-07 9.33833e-06 -5.22198e-08 8.11174e-08 -2.95565e-08 -2.9897e-07 -1.11554e-05 2.22991e-06 3.63228e-06 1.05668e-05
internal_weight=0 3099 3079 177 2902 101 81 47 2801 157 135 114 54 60 2778 2744 134 105 67 46 2610 44 2566 2545 2525 2256 51 269 238 101
internal_count=3121 3099 3079 177 2902 101 81 47 2801 157 135 114 54 60 2778 2744 134 105 67 46 2610 44 2566 2545 2525 2256 51 269 238 101
is_linear=0
shrinkage=0.1


Tree=5535
num_leaves=31
num_cat=0
split_feature=472 1429 421 9 2 10 2 9 149 1365 49 11 155 11 3 132 50 1185 1203 50 44 158 50 52 52 50 50 482 13 1455
split_gain=1.26827e-07 1.97229e-07 1.12174e-07 2.46114e-07 3.23744e-07 3.17051e-07 5.35806e-07 2.19488e-07 1.46216e-07 1.66305e-07 1.63742e-07 1.27885e-07 4.93145e-07 4.11668e-07 5.29703e-07 1.23193e-07 3.24562e-06 1.48416e-06 3.89326e-07 1.29642e-07 3.546e-07 4.26315e-07 2.35576e-07 2.73767e-07 6.22473e-07 2.68844e-07 3.53962e-07 2.40836e-07 7.28443e-07 3.61392e-07
threshold=-0.38234499999999999 -0.23587499999999997 -1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 0.053330000000000009 -0.15339499999999998 0.087755000000000014 0.091325000000000003 0.088010000000000019 -0.072814999999999977 0.092630000000000018 0.085195000000000007 0.08326500000000002 -0.16726499999999997 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089165000000000008 0.12213000000000002 0.10049500000000001 -0.40433999999999992 0.11863000000000001 0.55608500000000005 0.5140450000000002 0.11657000000000002 0.11219500000000002 0.11191500000000001 -0.077944999999999987 0.090900000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 7 -7 8 9 11 -10 13 -13 15 -15 16 18 -17 -4 22 21 -21 23 24 25 26 27 29 -29 -19
right_child=1 2 3 4 -6 6 -8 -9 10 -11 -12 12 -14 14 -16 17 -18 19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-7.2414196438330696e-06 9.2818946066709841e-06 -7.4776432711587409e-06 -2.117450553230876e-07 -2.0977250824216756e-07 1.6859769466464059e-05 2.593455363759339e-06 -1.9996174393911912e-05 9.7791911447648491e-06 5.1787052598228914e-07 8.3458484444539256e-06 -1.2125054410089e-05 2.5237828724909509e-06 -1.6859964524060378e-05 1.7905551242714363e-05 -2.178415257958477e-06 -2.6137405348498017e-05 4.0549003557543983e-05 -1.9211941431533456e-07 -1.4663271247714182e-05 1.8641950573510259e-05 -8.7181905623115854e-06 2.3586144778402919e-06 -9.6803614514311251e-06 -9.940067317058623e-06 1.6748837581624022e-05 1.0163667047322635e-05 -9.9646308924732425e-06 5.6990567827597262e-06 -2.1290632303134772e-05 7.211238505867775e-06
leaf_weight=24 23 20 166 25 20 21 21 23 20 24 21 35 21 29 24 22 20 2172 21 20 21 82 26 28 22 25 37 20 20 68
leaf_count=24 23 20 166 25 20 21 21 23 20 24 21 35 21 29 24 22 20 2172 21 20 21 82 26 28 22 25 37 20 20 68
internal_value=0 5.61139e-08 -1.29143e-08 3.59706e-08 7.37669e-06 -7.38109e-08 -8.70136e-06 4.83182e-08 -2.77042e-08 5.60481e-08 -5.95777e-06 -1.30576e-08 -4.74512e-06 8.08126e-08 8.81092e-06 -8.62256e-08 2.26039e-06 -2.7575e-07 -1.83464e-06 -5.18393e-08 3.11515e-06 5.55143e-06 -2.12939e-07 -1.10033e-07 6.39767e-09 -1.50875e-07 -2.62167e-07 -1.04715e-07 -7.79579e-06 3.26254e-08
internal_weight=0 3097 3074 3054 45 3009 42 2967 2944 2903 41 2879 56 2823 53 2770 207 2563 187 2541 123 102 2418 2392 2364 2342 2317 2280 40 2240
internal_count=3121 3097 3074 3054 45 3009 42 2967 2944 2903 41 2879 56 2823 53 2770 207 2563 187 2541 123 102 2418 2392 2364 2342 2317 2280 40 2240
is_linear=0
shrinkage=0.1


Tree=5536
num_leaves=31
num_cat=0
split_feature=1429 1426 1426 1429 157 1429 46 1203 16 1200 1185 401 401 43 401 43 43 1210 1 1 50 1 1 0 133 133 403 2 52 13
split_gain=1.31521e-07 2.54945e-07 1.33839e-07 1.42441e-07 2.46413e-07 1.423e-07 1.22058e-07 1.21346e-07 4.283e-07 1.93844e-07 1.52108e-07 1.3103e-07 1.46097e-07 4.03554e-07 2.75104e-07 1.35765e-07 9.90694e-07 7.44378e-07 4.19496e-07 1.92643e-06 3.32492e-07 6.58947e-07 2.98498e-07 2.77853e-07 2.35606e-07 4.77766e-07 2.69342e-07 3.03178e-07 5.29941e-07 5.99095e-07
threshold=-0.23752499999999996 -0.089244999999999977 -0.068029999999999993 -0.069929999999999978 -0.089089999999999989 -0.026244999999999997 0.10987500000000001 0.090185000000000001 -0.074319999999999983 0.084780000000000008 -0.093764999999999987 0.13837000000000002 0.11769000000000002 -0.0098449999999999979 0.11336 0.0034250000000000005 0.0061450000000000003 -0.13847499999999999 0.090405000000000013 0.094220000000000012 0.11863000000000001 0.10234000000000001 0.081670000000000006 -0.073309999999999986 0.51114000000000004 0.10622000000000002 -0.014954999999999998 0.09358000000000001 0.10263500000000002 -0.051094999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 10 9 -9 -7 12 14 -14 15 17 -17 -12 22 -20 21 -21 24 -23 25 26 -18 -28 29 -29
right_child=1 2 3 5 -6 6 -8 8 -10 -11 11 -13 13 -15 -16 16 18 -19 19 20 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-7.7046161860297698e-06 1.0781348350457682e-05 -7.3090121668428775e-06 -2.2183766924916365e-06 -7.8833010023948237e-06 1.2292697028897237e-05 -8.2421008073652054e-06 7.6096394877822609e-06 -7.4328304617665712e-06 1.5271392876654674e-05 5.1491360333481374e-06 1.4172545982211503e-05 -8.1430844784335934e-06 1.2531534734843e-05 -5.1775724056245631e-06 -1.1257591290814162e-05 -1.9805806873510586e-05 -9.1120213217739856e-06 5.8451490333707366e-08 -3.2171044752389702e-05 1.8703117145264518e-05 -1.1347406706634155e-05 3.5325922680003305e-06 1.0881242137510263e-05 -8.6060420685360888e-06 -9.1538786206080626e-06 1.2111107045913943e-05 4.6210046841254269e-06 1.2960110770369024e-05 -1.4090761087572901e-05 -6.6646871917847817e-06
leaf_weight=22 22 25 22 23 25 23 21 25 23 24 38 20 31 22 22 28 30 2243 22 20 21 44 31 33 23 36 109 28 30 35
leaf_count=22 22 25 22 23 25 23 21 25 23 24 38 20 31 22 22 28 30 2243 22 20 21 44 31 33 23 36 109 28 30 35
internal_value=0 5.46893e-08 -2.20044e-08 3.7686e-08 5.50028e-06 -4.77522e-08 1.26829e-08 -4.11962e-08 4.0139e-06 -1.27023e-06 -1.42258e-07 -7.72555e-08 -2.05736e-08 5.18058e-06 -1.19271e-07 -3.08396e-08 -1.54106e-06 2.93583e-07 -4.34107e-07 -5.00401e-06 6.10294e-08 2.5309e-06 1.55281e-06 -1.66968e-06 5.59058e-07 1.39263e-06 -2.70582e-07 1.0425e-06 -3.15165e-06 2.05745e-06
internal_weight=0 3099 3077 3052 47 3005 2982 2961 72 49 2889 2866 2846 53 2793 2771 490 2281 462 140 118 97 322 77 291 268 232 202 93 63
internal_count=3121 3099 3077 3052 47 3005 2982 2961 72 49 2889 2866 2846 53 2793 2771 490 2281 462 140 118 97 322 77 291 268 232 202 93 63
is_linear=0
shrinkage=0.1


Tree=5537
num_leaves=31
num_cat=0
split_feature=472 1429 1425 52 2 13 1429 49 151 151 475 42 4 1429 474 376 43 12 12 2 12 0 1447 1213 43 1446 12 52 1 1
split_gain=1.10702e-07 1.86341e-07 1.07677e-07 1.36252e-07 3.82137e-07 3.21557e-07 1.29068e-07 9.01599e-07 7.72869e-07 4.56764e-07 3.47552e-07 2.6394e-07 3.2931e-07 5.53934e-07 5.31297e-07 1.47899e-07 2.80461e-07 1.99487e-07 9.13156e-07 8.65225e-07 7.59509e-07 1.79907e-06 1.37892e-06 6.31984e-07 7.80803e-07 5.08248e-07 1.03321e-06 2.25296e-06 4.6236e-07 1.67183e-06
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.55692499999999978 0.09580000000000001 0.090705000000000008 0.083725000000000008 0.11042000000000002 -0.54526999999999981 -0.083804999999999977 -0.08459499999999999 0.088670000000000013 -0.0047449999999999992 0.09011000000000001 0.087265000000000023 0.086445000000000008 -0.052894999999999991 0.084535000000000013 0.08493500000000001 0.08542000000000001 0.083985000000000018 -0.087414999999999979 -0.086279999999999982 -0.0020849999999999996 -0.0084099999999999991 0.083715000000000026 0.082480000000000012 -0.012164999999999999 0.093890000000000015 0.090475000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 8 9 -5 10 -8 12 13 14 -11 17 -17 20 19 -19 22 -22 -10 24 -24 26 28 -28 29 -25
right_child=1 2 -4 6 5 -7 7 -9 15 11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 21 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-6.7654452398831682e-06 9.0199403293018299e-06 -4.4971344972769397e-06 -6.8312469663752655e-06 1.8384087538166845e-05 1.9700799737165656e-05 1.7687841949509677e-06 1.0854411627292393e-06 -2.2617270483351605e-05 2.4049692762094892e-05 -1.4352906627873136e-06 1.764174173190657e-05 -1.0462908082715601e-05 7.0852001266069467e-06 7.6452199270501554e-06 -1.9884428810554612e-05 9.3477083931898317e-06 -3.1347407472518779e-06 2.2712663527012671e-05 3.4138336341426619e-08 -1.939257739043872e-06 1.9247995567184261e-06 -3.5743610061174314e-05 -2.7551120230100423e-05 1.4397338235511665e-07 3.9173291952465663e-07 1.185861879827327e-05 5.4739902983177074e-06 -3.8829590121994528e-05 -2.1020931841411953e-06 2.5886315610289882e-05
leaf_weight=24 23 28 23 23 20 20 32 20 22 37 21 37 37 28 27 45 30 35 1734 24 32 21 20 194 20 31 24 22 438 29
leaf_count=24 23 28 23 23 20 20 32 20 22 37 21 37 37 28 27 45 30 35 1734 24 32 21 20 194 20 31 24 22 438 29
internal_value=0 5.24252e-08 -1.46707e-08 3.67161e-08 4.46282e-06 1.07348e-05 -6.41807e-08 -2.29301e-06 1.29948e-07 -4.36912e-07 7.64548e-06 -3.01744e-06 -8.81913e-07 -4.08608e-06 -9.21852e-06 -2.43499e-08 4.35473e-06 -1.48473e-07 4.50417e-07 1.26848e-05 -1.40734e-06 -1.30004e-05 -6.39294e-07 -1.33744e-06 -1.35797e-05 -6.73904e-07 -1.22342e-06 -1.57147e-05 -2.14951e-07 3.49163e-06
internal_weight=0 3097 3074 3051 68 40 2983 239 2744 219 53 166 129 92 64 2721 75 2646 1793 59 853 53 800 778 40 738 707 46 661 223
internal_count=3121 3097 3074 3051 68 40 2983 239 2744 219 53 166 129 92 64 2721 75 2646 1793 59 853 53 800 778 40 738 707 46 661 223
is_linear=0
shrinkage=0.1


Tree=5538
num_leaves=31
num_cat=0
split_feature=1429 156 1204 1186 1186 132 50 394 1186 52 133 133 398 3 399 1185 52 1186 393 130 133 2 10 0 0 51 33 11 12 1429
split_gain=1.33571e-07 2.6887e-07 1.10035e-07 1.34656e-07 7.84492e-07 4.35837e-07 4.36075e-06 2.99845e-06 2.48825e-07 1.82305e-07 1.54356e-07 1.4752e-07 1.92923e-07 1.62937e-07 1.95951e-07 1.37094e-07 3.98496e-07 1.42609e-07 1.79507e-07 1.4883e-07 5.94749e-07 2.1944e-07 1.24508e-07 1.38689e-06 1.43774e-06 4.73177e-07 1.86941e-07 1.61125e-07 5.04116e-07 2.97984e-07
threshold=-0.23752499999999996 0.32523500000000005 0.053645000000000005 0.057025000000000006 0.083980000000000013 -0.083284999999999984 0.097510000000000013 0.10448000000000002 -1.0000000180025095e-35 0.085815000000000016 -0.082724999999999979 -0.37971999999999995 0.094600000000000017 -0.088494999999999976 0.087170000000000011 0.085905000000000009 0.084735000000000019 -0.089559999999999987 0.09389500000000002 -0.004729999999999999 -0.078539999999999985 0.090425000000000019 -0.011559999999999999 -0.10224499999999999 -0.084804999999999978 0.080335000000000018 -0.012019999999999998 0.095720000000000013 0.10742000000000002 -0.10379499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 8 15 -2 10 -6 12 -10 -13 -15 17 -17 -7 19 20 -19 -22 23 -21 -25 -26 -24 29 -29 -28
right_child=1 -3 -4 4 9 7 -8 -9 11 -11 -12 13 -14 14 -16 16 -18 18 -20 22 21 -23 26 24 25 -27 27 28 -30 -31
leaf_value=-7.7643982814896102e-06 -8.7234338430393585e-06 1.1612252528721001e-05 6.0067354994923037e-06 -2.1405811492627438e-05 -8.2047800533473497e-06 -8.4924025941290896e-06 4.8836973945753925e-05 -3.8846824827487582e-05 -9.5016325271757303e-06 8.2434055753844362e-06 2.2123830507497947e-06 -2.5991458069593476e-06 3.3149142046054097e-06 1.368873864938299e-05 1.7354431776084311e-06 -5.3305881556298119e-06 1.3293039844736795e-05 -1.8341081291013823e-05 9.4216552633952238e-06 -2.4414633594460613e-05 -4.3054807075377009e-06 8.0362122134829405e-06 9.1600667751070286e-06 2.2294906697285256e-05 -1.5686899782681226e-05 3.2139540717952725e-06 1.1539854692629256e-05 -1.659826648650861e-05 4.8093792429426688e-06 1.0275637061114564e-07
leaf_weight=22 31 20 30 20 25 20 20 20 24 23 33 27 23 24 32 20 27 22 20 24 34 25 23 26 27 26 23 22 22 2386
leaf_count=22 31 20 30 20 25 20 20 20 24 23 33 27 23 24 32 20 27 22 20 24 34 25 23 26 27 26 23 22 22 2386
internal_value=0 5.5127e-08 -1.99437e-08 -7.92419e-08 -3.66959e-06 4.37653e-08 4.79781e-06 -2.67215e-07 -6.72892e-07 7.09722e-07 -2.27777e-06 1.24685e-06 -3.22971e-06 3.78177e-06 6.85828e-06 1.36705e-08 5.36809e-06 -7.95361e-08 -1.67535e-08 -8.7719e-08 -4.30845e-06 9.2405e-07 4.48438e-08 -3.36182e-06 3.03398e-06 -6.41478e-06 1.86559e-07 1.02421e-07 -5.89444e-06 2.11952e-07
internal_weight=0 3099 3079 3049 101 2948 181 2767 161 81 58 130 47 83 56 2747 47 2700 2680 2660 81 59 2579 103 79 53 2476 2453 44 2409
internal_count=3121 3099 3079 3049 101 2948 181 2767 161 81 58 130 47 83 56 2747 47 2700 2680 2660 81 59 2579 103 79 53 2476 2453 44 2409
is_linear=0
shrinkage=0.1


Tree=5539
num_leaves=31
num_cat=0
split_feature=394 12 2 43 0 142 11 33 47 47 9 2 47 147 147 483 3 3 4 1213 3 42 0 51 474 43 16 3 3 1209
split_gain=1.69411e-07 1.28507e-07 6.43472e-07 5.3049e-07 4.59418e-07 3.09731e-07 3.10812e-07 2.43405e-07 1.87183e-07 1.49951e-06 1.00685e-06 1.79108e-06 3.40945e-07 2.06018e-07 2.23506e-07 2.8961e-07 2.02088e-07 6.78515e-07 2.21685e-06 2.13985e-06 7.94519e-07 4.03196e-07 7.49149e-07 3.51142e-07 4.56602e-07 3.4713e-07 1.32882e-06 5.87014e-06 1.74654e-06 1.27872e-06
threshold=0.264685 0.12757000000000002 0.097070000000000004 -0.23714499999999997 -0.057069999999999989 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.096475000000000019 0.087755000000000014 -0.18970999999999996 0.091340000000000018 0.099730000000000027 0.093875000000000014 -0.47181499999999993 -0.081054999999999974 -0.080104999999999996 -0.069999999999999993 -0.018814999999999995 -0.080734999999999987 0.11326500000000002 -0.070499999999999993 -0.44986999999999994 -0.07636999999999998 -0.0047449999999999992 -0.088159999999999988 -0.082334999999999978 -0.082334999999999978 -0.084519999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 -7 -8 10 -10 12 -12 13 14 15 -9 21 18 19 -18 -20 25 -23 -19 -25 29 27 -27 -28 -17
right_child=-2 2 3 4 -6 6 7 8 9 -11 11 -13 -14 -15 -16 16 17 23 20 -21 -22 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=1.160719823375352e-05 8.198880851523427e-06 -1.9129306905424095e-05 1.4605807082261889e-05 -1.6447752104795656e-05 2.8726386517519132e-06 -1.0528294082437892e-05 -9.7679223235900286e-06 1.0142459853211352e-05 2.8956002647646532e-05 6.2656277478918306e-07 2.8840541817771737e-06 -3.7265369355736768e-05 1.3133712332091819e-05 8.7151887917705744e-06 -9.2903534690636813e-06 -2.2017323017617282e-05 5.9860253389030866e-07 -1.1722357790998874e-05 2.0007064514564782e-05 -4.1021778142749101e-05 -3.7229638300507149e-06 2.1374278605015627e-05 -2.8701812301790144e-06 1.1440679986662872e-05 -3.4285297207836909e-07 -3.8467639134741269e-07 1.4645526619610695e-06 5.2645350760266652e-05 -2.8942467612242108e-05 7.1234766074113848e-08
leaf_weight=23 25 21 20 20 32 28 25 28 20 284 25 20 20 27 26 27 21 26 21 30 43 26 25 34 1002 92 188 27 21 894
leaf_count=23 25 21 20 20 32 28 25 28 20 284 25 20 20 27 26 27 21 26 21 30 43 26 25 34 1002 92 188 27 21 894
internal_value=0 -6.62016e-08 -3.7272e-06 7.65077e-07 -4.55828e-06 4.71761e-08 -4.20456e-08 5.74175e-08 1.41337e-07 2.49034e-06 -1.30907e-07 -1.49601e-05 1.27943e-07 2.62558e-08 -6.64353e-08 2.9302e-08 -8.50171e-08 -1.03429e-06 -8.33062e-06 -2.3884e-05 4.06345e-06 7.74439e-07 9.48974e-06 -2.44197e-07 4.38653e-08 4.1857e-07 3.21213e-06 1.16473e-05 -1.5907e-06 -5.76313e-07
internal_weight=0 3096 93 72 52 3003 2980 2952 2927 304 2623 45 2578 2558 2531 2505 2477 1177 115 51 64 1300 51 1062 1036 1249 328 119 209 921
internal_count=3121 3096 93 72 52 3003 2980 2952 2927 304 2623 45 2578 2558 2531 2505 2477 1177 115 51 64 1300 51 1062 1036 1249 328 119 209 921
is_linear=0
shrinkage=0.1


Tree=5540
num_leaves=31
num_cat=0
split_feature=32 33 11 33 9 16 394 1176 160 483 479 1447 479 479 480 152 483 12 483 0 120 39 1420 155 158 4 159 472 15 13
split_gain=1.37329e-07 1.41601e-07 1.87044e-07 4.23599e-07 1.90038e-07 1.892e-07 1.3869e-07 1.39027e-07 1.2826e-07 2.23817e-07 1.61978e-07 1.96771e-07 1.95508e-07 2.96568e-07 1.97817e-07 2.68606e-07 1.52111e-07 4.32268e-07 9.56147e-07 4.26659e-07 2.76998e-07 4.39426e-07 1.69365e-07 2.96245e-07 1.51462e-07 3.97647e-07 2.34219e-07 3.76553e-07 4.53233e-07 3.23177e-07
threshold=0.078360000000000013 0.085305000000000006 -0.011194999999999998 -0.009184999999999997 0.089995000000000006 -0.40995499999999996 0.264685 0.087330000000000019 0.62940000000000007 -0.47181499999999993 0.11469500000000001 0.090670000000000014 0.10713500000000002 0.097110000000000016 0.10272000000000002 0.093230000000000021 0.10083000000000002 0.094435000000000005 0.12236500000000002 -0.086074999999999985 0.090440000000000006 0.15009500000000003 0.056520000000000008 0.14547000000000002 -0.25150999999999996 -0.020529999999999996 -0.092414999999999983 -0.082054999999999975 -0.049819999999999996 -0.086919999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 8 9 -5 11 12 13 14 15 16 20 18 19 -18 21 22 23 24 25 -11 29 28 -28 -26
right_child=-2 -3 3 4 5 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=9.2017378909242158e-06 7.8728830265555931e-06 -6.5714517414893308e-06 -1.3015500764595345e-05 1.0434386712745436e-05 -1.439412881154567e-07 1.34463337114236e-05 7.3789968846540442e-06 7.3249420784122775e-06 -7.9511442024903813e-06 2.2691737251955567e-06 -8.9313752818313893e-06 -9.1334795058628525e-06 9.8115985383628865e-06 -1.22443979671516e-05 7.793562610913796e-06 -1.1661150256259135e-05 -9.0956986298351694e-07 1.297953199087608e-05 -1.9302038626847207e-05 1.7434423465428629e-05 1.0091008327715547e-05 -1.4355232798896561e-05 -9.1066591007152717e-06 1.096865744045772e-05 -6.5233202154299116e-06 -1.6078366947372811e-05 -2.0554252678266494e-05 -1.2517917799579797e-07 7.3501203587511557e-07 7.3630356648362683e-06
leaf_weight=22 22 33 25 20 20 21 25 25 21 27 21 24 20 20 32 20 32 34 20 21 26 22 21 24 21 21 20 2358 20 83
leaf_count=22 22 33 25 20 20 21 25 25 21 27 21 24 20 20 32 20 32 34 20 21 26 22 21 24 21 21 20 2358 20 83
internal_value=0 -5.58897e-08 1.42386e-08 -5.21625e-08 5.51855e-08 6.81693e-06 -3.79078e-08 -1.00699e-07 -1.64101e-07 -1.07848e-07 -1.8088e-07 -1.16763e-07 -4.0619e-08 -1.10443e-07 -2.38341e-08 -1.14143e-07 -3.01651e-08 3.66617e-06 -6.71563e-07 6.3588e-06 -1.79809e-07 -2.8185e-07 -1.62538e-07 -8.95669e-08 -1.93644e-07 -5.75788e-06 -8.68965e-08 -2.88389e-07 -9.90962e-06 4.55906e-06
internal_weight=0 3099 3066 3044 3019 41 2978 2953 2928 2907 2887 2866 2842 2822 2802 2770 2750 107 73 53 2643 2617 2595 2574 2550 48 2502 2398 40 104
internal_count=3121 3099 3066 3044 3019 41 2978 2953 2928 2907 2887 2866 2842 2822 2802 2770 2750 107 73 53 2643 2617 2595 2574 2550 48 2502 2398 40 104
is_linear=0
shrinkage=0.1


Tree=5541
num_leaves=31
num_cat=0
split_feature=132 1185 50 393 1429 156 1429 130 10 0 40 4 10 4 33 1429 475 1428 484 475 150 157 484 159 133 13 133 484 16 1366
split_gain=1.33089e-07 9.28243e-07 2.29213e-07 2.966e-07 1.21993e-07 2.27291e-07 1.35087e-07 1.18755e-07 3.57468e-07 4.73697e-07 2.41565e-07 2.65505e-07 1.34884e-07 2.35693e-06 2.38603e-07 1.28571e-07 3.09871e-07 7.23921e-07 1.62493e-07 1.05055e-06 1.6068e-06 6.82535e-07 4.75125e-07 8.30525e-07 4.0921e-07 6.5395e-07 1.13011e-06 3.77906e-07 3.41054e-07 2.53371e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.09227500000000001 0.10483000000000002 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 -0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.63113500000000011 -0.011559999999999999 0.053180000000000012 -0.012019999999999998 -1.0000000180025095e-35 -0.024084999999999999 -0.020064999999999996 0.085790000000000019 -0.085774999999999976 0.10874500000000002 -0.086244999999999988 0.073690000000000019 0.014475000000000003 0.090445000000000011 -0.084034999999999985 0.081415000000000015 0.058970000000000009 -0.014754999999999999 -0.082814999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 -6 -8 9 -9 -10 12 13 -12 -14 16 -16 -18 22 -20 21 -21 27 -24 25 28 -27 29 -23 -17
right_child=1 4 -4 -5 5 -7 7 8 10 -11 11 -13 14 -15 15 18 17 -19 19 20 -22 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=4.6400017851398397e-07 2.1128695525043269e-05 -7.7549834259116334e-06 -1.0335670089584564e-05 -1.1219634514418431e-05 -7.0321821180254194e-06 1.0705413533287356e-05 -7.6031579465052348e-06 -1.0910456044907083e-06 -1.0692319873279692e-05 2.0412863239300809e-05 -2.3848463900577599e-05 1.1553650174391806e-05 9.823101598158247e-06 1.4240436927469671e-05 -4.5045055993532224e-06 8.3564327724161558e-06 -2.3891969001190527e-06 1.9267160759823287e-05 -2.0798022267497023e-05 -1.9539406283994058e-05 2.6797180744324578e-05 -2.1166831599354433e-06 2.5573216380507801e-05 2.8035661130530031e-07 8.3402047835827369e-06 -2.5780572609685321e-06 -2.9575132293757635e-05 -1.3442572370487533e-05 1.3531302856615815e-05 -1.0254724680262872e-07
leaf_weight=166 21 20 31 25 27 20 20 21 21 20 32 20 25 33 31 36 33 29 28 22 20 30 20 37 38 69 20 21 26 2159
leaf_count=166 21 20 31 25 27 20 20 21 21 20 32 20 25 33 31 36 33 29 28 22 20 30 20 37 38 69 20 21 26 2159
internal_value=0 1.80698e-07 -2.35979e-06 -1.06527e-06 2.78464e-08 8.23099e-08 7.44655e-09 7.5063e-08 1.30084e-07 9.39867e-06 -8.10179e-09 7.41146e-08 -1.06365e-08 -4.51102e-06 1.00001e-07 7.18774e-09 3.65876e-06 7.74039e-06 -1.27252e-07 -2.53129e-06 -2.58092e-07 -2.89763e-06 1.40332e-07 9.15504e-06 -8.96981e-07 -3.31776e-06 -8.64482e-06 -9.15442e-08 5.14845e-06 3.61877e-08
internal_weight=0 2899 222 191 2878 2858 2838 2811 2791 41 2750 2729 2709 65 2644 2619 93 62 2526 253 225 205 2273 57 183 145 89 2216 56 2195
internal_count=3121 2899 222 191 2878 2858 2838 2811 2791 41 2750 2729 2709 65 2644 2619 93 62 2526 253 225 205 2273 57 183 145 89 2216 56 2195
is_linear=0
shrinkage=0.1


Tree=5542
num_leaves=31
num_cat=0
split_feature=156 472 15 472 46 150 150 453 47 47 47 394 148 447 2 51 2 1456 13 457 1375 48 147 1375 1375 52 13 1429 1373 2
split_gain=1.47764e-07 1.68262e-07 4.46522e-07 2.25281e-07 1.51005e-07 1.44689e-07 1.73861e-07 1.77897e-07 1.48702e-07 1.56521e-06 7.08873e-07 2.00887e-07 1.85383e-07 2.1169e-07 1.7183e-07 1.76782e-07 2.17608e-07 4.44935e-07 3.07621e-07 1.70461e-07 3.06283e-07 2.35351e-07 3.72011e-07 3.22558e-07 4.41181e-07 1.98135e-07 5.50075e-07 2.63538e-07 2.0196e-06 1.13442e-06
threshold=0.3248100000000001 -0.081069999999999989 -0.07879499999999999 -0.072204999999999978 -0.052299999999999992 -0.15178999999999995 -0.096799999999999983 0.089215000000000017 0.092165000000000011 0.09585500000000001 0.089785000000000018 0.264685 -0.10069499999999999 0.091515000000000013 0.14445500000000003 0.13529500000000003 0.10402500000000002 -0.077349999999999988 -0.086134999999999975 -0.11701499999999999 0.089070000000000024 -0.11155999999999998 0.090830000000000008 0.08456000000000001 0.083715000000000026 -0.55692499999999978 0.086705000000000018 0.083725000000000008 1.0000000180025095e-35 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -7 8 10 -10 11 12 -8 19 15 16 17 -11 -18 -14 21 -21 23 24 25 26 -23 28 -27 -29
right_child=-2 3 -4 4 5 6 7 -9 9 14 -12 -13 13 -15 -16 -17 18 -19 -20 20 -22 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-2.6120854057042285e-06 -7.9857260615149851e-06 -9.5078617705439689e-06 1.3162438950101655e-05 -8.6358582109369315e-06 6.7705111661098279e-06 -7.8325447085652343e-06 7.9821277534486797e-06 9.483966800871713e-06 -2.6044552054372617e-05 1.5135314426862309e-05 1.9016955004929059e-05 9.2240002715016103e-06 7.1873259003041315e-06 -7.8963033502077448e-06 -8.5984173676392639e-06 9.1742546314692493e-06 1.8283791957531192e-06 -3.0353689414228246e-07 -1.5500681233788785e-05 -9.5996756701879352e-06 -1.2372473600521516e-05 1.6909380254522453e-05 1.2541090766641598e-05 1.1814094487699155e-05 -1.3299681682838128e-05 -9.7652458160862793e-08 -5.5458119697959772e-06 -1.7554663903948413e-05 3.1827535131014884e-05 1.9338606345858994e-06
leaf_weight=38 23 25 34 20 32 28 29 20 25 21 20 24 33 34 21 23 21 168 20 25 20 24 24 23 25 2144 20 44 20 93
leaf_count=38 23 25 34 20 32 28 29 20 25 21 20 24 33 34 21 23 21 168 20 25 20 24 24 23 25 2144 20 44 20 93
internal_value=0 5.92799e-08 4.837e-06 -5.44e-08 2.43526e-08 8.24553e-08 9.88229e-09 8.50579e-08 2.02602e-08 -2.09178e-06 2.62958e-07 1.17691e-07 3.22528e-08 -5.89083e-08 9.36892e-08 8.15168e-07 -2.07402e-08 1.41189e-06 -6.62482e-06 4.78939e-08 -4.78012e-08 5.3138e-08 1.52981e-07 2.87374e-08 -8.56352e-08 5.52395e-08 6.70247e-06 -7.18698e-08 1.97405e-07 -4.32523e-06
internal_weight=0 3098 72 3026 3001 2981 2949 2921 2901 299 2602 2582 2558 2529 274 253 230 189 41 2495 2462 2442 2417 2393 2370 2345 44 2301 2164 137
internal_count=3121 3098 72 3026 3001 2981 2949 2921 2901 299 2602 2582 2558 2529 274 253 230 189 41 2495 2462 2442 2417 2393 2370 2345 44 2301 2164 137
is_linear=0
shrinkage=0.1


Tree=5543
num_leaves=31
num_cat=0
split_feature=421 9 2 9 34 9 147 147 447 472 1428 1 51 2 2 1375 157 49 4 1447 1186 1447 160 4 1447 481 132 43 394 13
split_gain=1.26613e-07 2.35116e-07 3.51694e-07 2.39205e-07 3.3126e-07 2.23519e-07 1.44781e-07 1.96898e-07 2.41408e-07 1.25119e-07 1.87605e-07 6.32581e-07 4.61761e-07 1.4259e-07 1.29064e-06 1.14455e-06 5.73331e-07 9.48684e-07 9.39526e-07 6.35733e-07 5.4423e-07 5.44026e-07 4.26288e-07 2.08983e-06 9.29363e-07 7.02374e-07 4.52029e-07 4.18664e-06 3.36705e-06 6.93606e-07
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 0.088235000000000022 -0.097449999999999981 -0.092939999999999981 0.10735000000000001 0.095485000000000014 0.09227500000000001 -0.38234499999999999 0.087445000000000009 0.10752500000000002 -0.083899999999999988 0.087625000000000022 0.087505000000000013 -0.15308499999999997 -0.083699999999999983 0.085970000000000005 -0.013514999999999998 0.050705000000000007 -0.092084999999999986 0.0071200000000000005 -0.52439499999999983 -0.081609999999999988 -0.086279999999999982 -0.086484999999999992 -0.083284999999999984 -0.011694999999999999 0.0041850000000000004 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 8 9 -7 13 12 -12 14 15 -11 17 18 -17 20 -18 -15 23 -22 -24 -26 27 -27 -28 -29
right_child=1 2 -4 -5 5 6 -8 -9 -10 10 11 -13 -14 21 -16 16 19 -19 -20 -21 22 -23 24 -25 25 26 28 29 -30 -31
leaf_value=-7.9309887587442057e-06 1.198446753219089e-05 -6.8038769677514211e-07 1.7110763124037476e-05 -9.4252920057947955e-06 -1.0105149478725004e-05 -7.1144923670847975e-06 -7.72405480802263e-06 8.9113937292495397e-06 -1.0684296943336017e-05 -2.1704679768489495e-05 2.3783039588514451e-06 -8.9577985090727462e-06 2.3609564600519664e-05 -8.8220642684468456e-07 2.6002317754318937e-05 1.7599417004441003e-05 1.4579103366553751e-05 2.7780510627053449e-05 -6.9415756931844867e-06 -1.6611455711509653e-05 -1.5553040737445591e-05 1.3184487639656646e-05 -1.7580237918082277e-05 2.504539308816334e-05 1.5896784868475931e-05 3.8688854679743861e-05 8.2384527007880885e-08 -2.2161677431788786e-05 -4.1410978180920214e-05 -5.5635077842453036e-08
leaf_weight=20 23 25 20 27 22 24 24 25 21 23 21 20 20 1521 20 26 27 20 39 22 21 28 30 32 28 28 882 22 20 40
leaf_count=20 23 25 20 27 22 24 24 25 21 23 21 20 20 1521 20 26 27 20 39 22 21 28 30 32 28 28 882 22 20 40
internal_value=0 5.1157e-08 7.22679e-06 -5.45051e-08 2.90245e-08 -6.2451e-08 1.15904e-08 7.43118e-08 -9.61433e-10 7.6029e-08 1.35743e-07 5.62262e-06 1.2735e-05 1.74325e-08 7.98427e-07 3.98365e-07 8.09336e-07 8.73498e-06 2.87482e-06 2.24544e-07 5.52324e-07 -6.27934e-07 2.08967e-07 8.95922e-06 -2.32712e-07 2.77509e-07 -1.63358e-07 6.59451e-06 -8.37646e-07 -7.89971e-06
internal_weight=0 3101 45 3056 3029 3006 2984 2960 2935 2914 2890 61 41 2829 1280 1260 1237 85 65 1152 1130 1549 1103 53 1050 1020 992 90 902 62
internal_count=3121 3101 45 3056 3029 3006 2984 2960 2935 2914 2890 61 41 2829 1280 1260 1237 85 65 1152 1130 1549 1103 53 1050 1020 992 90 902 62
is_linear=0
shrinkage=0.1


Tree=5544
num_leaves=31
num_cat=0
split_feature=132 1185 43 1204 1 0 52 12 1 1429 156 1429 157 1429 120 1 120 2 2 39 33 47 47 9 3 47 47 41 13 42
split_gain=1.44419e-07 7.36238e-07 2.43379e-07 3.34305e-07 2.44067e-07 1.64826e-07 4.0923e-07 1.43304e-07 1.39059e-07 1.27493e-07 2.3857e-07 1.23506e-07 3.92186e-07 1.91959e-07 1.17908e-07 2.62923e-07 6.35159e-07 2.60607e-07 1.59354e-07 1.4809e-07 2.6434e-07 2.89953e-07 1.36989e-06 1.21205e-06 3.10817e-06 3.02903e-07 2.59271e-07 2.46237e-07 5.58453e-07 2.09668e-07
threshold=-0.083174999999999985 -0.083264999999999992 -0.011244999999999998 -0.016569999999999994 0.089625000000000024 -0.073309999999999986 0.089325000000000015 0.088365000000000013 0.11507500000000002 -0.23752499999999996 0.32523500000000005 -0.08262499999999999 -0.049319999999999996 -0.069929999999999978 0.09852000000000001 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.17760500000000004 -1.0000000180025095e-35 -0.012019999999999998 0.094160000000000008 0.096850000000000006 0.088235000000000022 -0.13309499999999996 0.090920000000000015 0.088555000000000009 0.086565000000000017 -0.13710499999999998 -0.0098899999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -4 -6 -3 11 12 -11 -13 15 16 17 18 19 -15 -21 23 -23 25 -25 26 27 -22 -29 -24
right_child=1 9 4 -5 8 -7 -8 -9 -10 10 -12 13 -14 14 -16 -17 -18 -19 -20 20 21 22 29 24 -26 -27 -28 28 -30 -31
leaf_value=-1.866921297278168e-05 1.8844332897147288e-05 -7.9042456582101293e-06 -5.049026053340492e-07 -9.9148583301386055e-07 -1.2958311708644033e-05 8.9574334038922604e-06 -1.10698415617797e-05 7.7398759701183645e-06 -1.581703773332438e-06 2.7810690517071637e-06 1.0991274866682944e-05 8.5129591028547746e-06 -1.4575313318108903e-05 8.1140701814033292e-06 -7.6103009541839134e-06 1.0742615877066071e-05 -1.6541776111135614e-05 1.0986276027903264e-05 -8.835008284222569e-06 -9.9782209557675901e-06 -4.2257341820806887e-08 2.7792551816760567e-05 8.7337493782868588e-06 9.7204729399891224e-06 -4.2267580726690105e-05 1.2373823474263191e-05 -1.1322323853164562e-05 -2.1202198825319231e-06 1.9452386680183867e-05 5.5107335264922507e-08
leaf_weight=20 21 20 49 23 22 23 27 37 21 30 20 27 23 23 20 23 23 22 20 26 2199 21 32 23 23 20 20 28 21 214
leaf_count=20 21 20 49 23 22 23 27 37 21 30 20 27 23 23 20 23 23 22 20 26 2199 21 32 23 23 20 20 28 21 214
internal_value=0 1.88236e-07 -2.45818e-06 -9.21368e-06 -8.35353e-07 1.24096e-06 -3.29651e-07 3.04227e-06 -7.40229e-06 5.21072e-08 1.07785e-07 3.10867e-08 -4.75095e-06 1.22091e-07 3.99471e-08 9.58291e-08 5.63538e-09 1.47014e-07 5.77014e-08 1.24816e-07 5.48684e-08 1.55161e-07 3.27684e-06 -2.01947e-07 -1.62736e-05 1.21171e-07 1.31233e-08 1.13972e-07 7.12518e-06 1.18404e-06
internal_weight=0 2899 222 43 179 136 113 86 43 2878 2858 2838 53 2785 2758 2738 2715 2692 2670 2650 2627 2601 267 2334 46 2288 2268 2248 49 246
internal_count=3121 2899 222 43 179 136 113 86 43 2878 2858 2838 53 2785 2758 2738 2715 2692 2670 2650 2627 2601 267 2334 46 2288 2268 2248 49 246
is_linear=0
shrinkage=0.1


Tree=5545
num_leaves=31
num_cat=0
split_feature=394 403 156 156 1455 43 16 1455 158 4 1456 2 2 1454 1453 1447 481 2 1447 46 484 2 40 52 1 480 1447 480 481 0
split_gain=1.39669e-07 8.81438e-07 1.26086e-07 1.48311e-07 1.21594e-07 3.63991e-07 6.80511e-07 1.87509e-07 1.84823e-07 5.89612e-07 2.03238e-07 8.87122e-07 1.2126e-06 4.96377e-07 3.6611e-07 1.90023e-07 1.54002e-06 9.32988e-07 3.67998e-07 1.87871e-07 1.89051e-07 1.54323e-06 1.23794e-06 6.88279e-07 6.40288e-07 1.8683e-07 1.91938e-07 4.22431e-07 2.86912e-07 1.90767e-07
threshold=0.013605000000000001 -0.074254999999999988 0.3248100000000001 0.14862 -0.092919999999999989 -0.013024999999999998 0.057265000000000003 -0.088559999999999986 -0.4686749999999999 -0.023539999999999995 -0.081594999999999987 0.083995000000000014 0.08839000000000001 0.080340000000000009 -0.079499999999999987 -0.086279999999999982 -0.086354999999999987 0.087470000000000006 -0.085324999999999984 0.10123000000000001 0.10126500000000001 0.11474000000000002 -0.24452499999999996 -0.023194999999999997 0.16540500000000002 -0.080264999999999989 -0.082824999999999982 0.11471500000000003 -0.090684999999999988 -0.083804999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -6 9 -9 11 -10 -13 -14 -12 16 -16 -18 -17 20 22 23 -20 -22 25 -24 -27 28 -28 -30
right_child=1 -3 -4 -5 7 -7 -8 8 10 -11 14 12 13 -15 15 18 17 -19 19 -21 21 -23 24 -25 -26 26 27 -29 29 -31
leaf_value=2.0823696687936413e-05 1.82742963429687e-05 -5.7735330457424949e-06 -7.471390768921043e-06 8.3353619023303817e-06 -9.6132709835555522e-06 -6.8173469613115729e-06 -2.3190674659821931e-06 1.7818162739951568e-05 -2.239664812474406e-05 -5.6077371742243749e-06 1.3088305370599432e-05 1.2944715842731734e-05 -2.2944647554368203e-05 -1.1773646705974402e-06 -2.8264024287983336e-05 1.3165453648460763e-05 1.6124675945822424e-05 -8.6397942681060161e-06 2.4108261797144744e-05 8.503241611833801e-06 1.7960940895786086e-05 -2.8645255861192711e-05 9.2697274599881242e-06 -6.8288807369754071e-06 -1.7257321451324971e-05 -8.1525700651733748e-06 -1.0291191145889961e-05 1.4017137638282812e-05 -1.0365958450716791e-06 7.4143952938059217e-07
leaf_weight=24 27 35 23 21 21 22 27 22 22 21 21 39 20 22 21 21 29 32 21 25 21 20 21 24 22 30 28 21 1158 1260
leaf_count=24 27 35 23 21 21 22 27 22 22 21 21 39 20 22 21 21 29 32 21 25 21 20 21 24 22 30 28 21 1158 1260
internal_value=0 4.69891e-06 -9.52321e-08 -3.93521e-08 -9.76834e-08 3.93387e-06 8.57165e-06 -1.97718e-07 -1.30027e-07 6.37761e-06 -2.27257e-07 -4.5891e-06 2.47518e-07 -1.15427e-05 -6.53582e-08 -1.65658e-07 -4.90735e-06 3.13348e-06 -2.01426e-08 -1.24593e-07 -2.06731e-07 -5.53259e-06 -7.15572e-08 4.7397e-06 -2.71469e-07 -1.23062e-07 -2.02056e-07 -1.05374e-07 -2.26622e-07 -1.10076e-07
internal_weight=0 62 3059 3036 3015 73 51 2942 2921 43 2878 103 81 42 2775 2754 82 61 2672 2651 2626 65 2561 45 2540 2518 2497 2467 2446 2418
internal_count=3121 62 3059 3036 3015 73 51 2942 2921 43 2878 103 81 42 2775 2754 82 61 2672 2651 2626 65 2561 45 2540 2518 2497 2467 2446 2418
is_linear=0
shrinkage=0.1


Tree=5546
num_leaves=31
num_cat=0
split_feature=1429 1417 156 1425 47 2 47 475 1429 157 1 121 33 394 3 1 1 0 15 124 124 1 1184 1427 12 123 1 0 51 48
split_gain=1.23885e-07 3.11199e-07 1.98176e-07 3.43328e-07 1.26419e-07 1.11621e-06 5.6146e-07 1.68993e-07 5.43534e-07 3.81478e-07 1.62602e-07 5.19374e-07 2.25805e-07 1.72781e-07 6.8801e-07 1.77384e-07 4.20366e-07 3.1032e-07 2.86969e-07 1.81078e-07 1.74779e-07 2.33435e-07 1.62133e-07 2.12794e-07 1.02954e-06 1.96459e-07 4.72774e-07 2.54726e-07 7.4016e-07 1.07732e-06
threshold=0.12521000000000002 -0.080324999999999994 0.3248100000000001 0.097335000000000019 0.092165000000000011 -1.0000000180025095e-35 0.089785000000000018 0.05680000000000001 -0.0091699999999999993 0.30844500000000002 0.16540500000000002 -0.094339999999999993 -0.012019999999999998 0.013605000000000001 -0.083489999999999995 0.13756000000000004 0.13559000000000002 -0.09515499999999999 -0.41942499999999994 0.10195500000000002 0.0026500000000000004 0.13265500000000002 0.081725000000000006 0.087520000000000001 0.088725000000000012 0.086445000000000008 0.097525000000000014 -0.14794999999999997 -0.10316499999999999 -0.072824999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 9 -9 10 11 -3 -13 15 -15 16 19 -17 -19 20 21 22 23 25 -25 27 -27 28 -14 -30
right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11 -12 12 13 14 -16 17 -18 18 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-1.1901770440917146e-05 7.8450919545502994e-06 -1.5254109418740636e-05 -9.8878210155817212e-06 1.2841303036804588e-05 -2.4731533477506674e-05 -3.6415529549164167e-07 1.6147378046582618e-05 -1.5942864991722252e-05 3.6628818267467244e-06 1.3981809784127109e-05 8.678825055209349e-06 9.8308043485909987e-06 -1.458591910878091e-05 1.3760437977416096e-05 -8.5707113467750879e-06 1.1329244206093348e-05 -1.3369403173631631e-05 -7.9701427764051074e-06 7.5480204403985146e-06 9.1766012100639022e-06 -9.0220526214001108e-06 9.9576752646775599e-06 -7.1258691550059613e-06 2.3577462307002862e-05 -7.1430165614098474e-06 -1.6446512992843054e-05 6.3817641635365445e-07 -3.922090243295793e-07 -1.2584210877509482e-05 8.3246831494659264e-06
leaf_weight=22 20 22 20 21 20 313 22 26 31 20 22 24 21 37 22 37 24 26 22 21 22 23 33 20 24 25 46 1942 29 164
leaf_count=22 20 22 20 21 20 313 22 26 31 20 22 24 21 37 22 37 24 26 22 21 22 23 33 20 24 25 46 1942 29 164
internal_value=0 -5.05885e-08 3.40902e-08 9.89605e-08 1.08798e-08 -1.82766e-06 2.37214e-07 1.06754e-07 -5.28009e-06 2.23681e-07 1.18093e-07 4.52077e-08 1.76584e-07 8.52907e-08 5.43357e-06 -4.19979e-08 -2.0139e-07 4.44723e-06 -8.57651e-07 -6.8043e-08 -1.5069e-07 -6.68179e-08 -1.66889e-07 -6.57676e-08 6.82084e-06 -2.0183e-07 -5.37756e-06 -3.1386e-08 3.243e-06 5.18293e-06
internal_weight=0 3101 3079 3059 3038 333 2705 2683 57 2626 2606 2584 2562 2538 59 2479 2394 85 48 2370 2349 2327 2304 2271 44 2227 71 2156 214 193
internal_count=3121 3101 3079 3059 3038 333 2705 2683 57 2626 2606 2584 2562 2538 59 2479 2394 85 48 2370 2349 2327 2304 2271 44 2227 71 2156 214 193
is_linear=0
shrinkage=0.1


Tree=5547
num_leaves=31
num_cat=0
split_feature=132 394 43 12 1 1203 0 0 52 129 42 1209 43 1212 1212 401 401 401 401 401 1 401 43 402 481 481 2 43 402 1453
split_gain=1.22792e-07 6.14449e-07 2.04654e-07 3.00101e-07 1.94735e-07 1.53858e-07 2.12519e-07 3.18911e-07 2.89527e-07 1.27899e-07 1.20059e-07 1.1759e-07 9.56357e-07 1.88208e-07 2.46343e-07 1.14824e-06 1.04492e-06 5.05267e-07 6.15231e-07 1.65744e-07 6.22718e-07 2.54836e-07 3.63593e-07 1.75254e-07 1.91596e-07 2.00653e-06 1.34378e-06 2.46228e-06 3.89843e-07 2.40085e-07
threshold=-0.083174999999999985 0.11233000000000001 -0.011244999999999998 0.087385000000000004 0.089625000000000024 0.084545000000000009 -0.073309999999999986 -0.09515499999999999 0.088185000000000013 -0.082304999999999975 -0.021469999999999996 -0.087714999999999987 -0.0047449999999999992 -0.42670499999999995 -0.089544999999999986 0.11655000000000001 0.10977000000000002 0.10632500000000002 0.097145000000000023 0.085900000000000018 0.08801500000000001 0.076195000000000013 -0.15582499999999996 0.11174500000000002 -0.087424999999999989 -0.085629999999999984 0.090050000000000005 -0.077319999999999986 0.094750000000000015 -0.087504999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 -1 5 6 7 -4 -9 -2 -6 12 -11 -13 16 17 -15 18 19 21 -21 23 -23 24 26 -26 27 -16 29 -27
right_child=1 -3 4 -5 10 -7 -8 8 -10 11 -12 13 -14 14 15 -17 -18 -19 -20 20 -22 22 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-6.7119620859517938e-07 6.6597167097111675e-06 1.7640835694692213e-05 6.3162790351982593e-06 -1.7420200641140583e-05 -1.2310839861129353e-05 6.3806121870467721e-06 7.8478969520628683e-06 -1.5579776023210181e-06 -1.6557955514558258e-05 -6.230660414985323e-06 -1.7169985035845618e-06 -7.498183150038826e-06 2.1233310075158009e-05 -1.5522679472336746e-06 3.627533806138672e-06 -2.0687482300992862e-05 2.520527417800622e-05 1.27312203249535e-05 -1.7582675301355266e-05 1.5445409473879105e-05 -4.7647254383088202e-06 6.5404315243711161e-07 -1.7602280037749552e-05 -9.2909263230467335e-06 2.7910468130497835e-05 -1.054489806674177e-05 1.1934821795324697e-05 -3.7224355408397971e-05 -1.358636443347634e-05 1.9565205733895525e-07
leaf_weight=23 29 20 23 20 20 39 21 31 22 32 23 34 21 54 36 27 20 31 20 30 31 24 20 20 26 21 33 25 21 2324
leaf_count=23 29 20 23 20 20 39 21 31 22 32 23 34 21 54 36 27 20 31 20 30 31 24 20 20 26 21 33 25 21 2324
internal_value=0 1.73575e-07 -2.26666e-06 -8.46143e-06 -7.78525e-07 1.07612e-06 -1.05662e-06 -3.51708e-06 -7.78438e-06 5.22329e-08 -6.64437e-06 -1.50012e-08 4.65129e-06 -1.03422e-07 -1.24262e-08 -1.69065e-07 5.6795e-06 3.90479e-08 -1.10499e-07 2.33363e-08 5.17469e-06 -9.9892e-08 -7.64429e-06 3.25714e-08 1.07579e-07 2.8161e-07 -4.32094e-06 -1.3115e-05 -2.20039e-08 9.9468e-08
internal_weight=0 2899 222 43 179 136 97 76 53 2879 43 2850 53 2797 2763 2689 74 2662 2631 2611 61 2550 44 2506 2486 2392 94 61 2366 2345
internal_count=3121 2899 222 43 179 136 97 76 53 2879 43 2850 53 2797 2763 2689 74 2662 2631 2611 61 2550 44 2506 2486 2392 94 61 2366 2345
is_linear=0
shrinkage=0.1


Tree=5548
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 3 1211 50 133 132 50 393 15 4 0 16 133 2 1204 1212 401 401 402 133 403 0 15 402 1210 129 133 130
split_gain=1.17665e-07 2.20526e-07 2.48392e-07 1.41295e-06 1.1801e-07 9.63035e-07 2.17858e-07 1.67822e-07 6.75912e-07 2.75811e-07 2.33103e-07 2.03947e-07 1.67303e-07 2.39952e-07 2.57387e-07 1.96925e-07 1.7026e-07 1.30521e-07 3.20445e-07 1.33251e-07 1.21192e-06 4.60788e-07 1.8668e-07 8.41686e-07 2.82532e-06 9.46541e-07 1.82649e-07 1.54778e-07 5.05515e-07 5.63568e-07
threshold=0.11846000000000001 0.106285 -0.087714999999999987 -0.082334999999999978 0.11048500000000001 0.096900000000000014 -0.011534999999999998 -0.083284999999999984 0.10022000000000002 0.12069000000000002 0.092400000000000024 -0.086254999999999984 -0.073309999999999986 -0.083134999999999987 -0.14717499999999997 0.090675000000000019 -0.084344999999999989 0.11660500000000001 0.13148500000000005 -1.0000000180025095e-35 -0.45015499999999992 0.50628500000000021 -0.23730999999999999 -0.087414999999999979 0.087575000000000014 -0.0088649999999999979 -0.094799999999999982 0.085790000000000019 0.090445000000000011 0.09721500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 8 10 17 11 -4 13 15 -15 16 -13 18 19 20 -9 22 23 -21 -25 -26 -24 -28 29 -29
right_child=-2 -3 4 -5 5 -7 -8 9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 21 -22 -23 26 24 25 -27 27 28 -30 -31
leaf_value=2.6692286709952723e-05 6.6991546160120557e-06 -9.2271718480892916e-06 -7.9940881243181557e-06 -7.62187841668752e-06 -8.6202057246964611e-06 2.1473785884815946e-05 3.983555234299274e-06 -2.3519730183622977e-05 -2.0397628413775238e-05 1.1432163626609727e-05 -1.0774062932548326e-05 -3.1706803299500653e-06 -6.8680331304449293e-06 1.7135933449026199e-05 2.4904922346043653e-06 -9.0921058432513747e-06 7.9588525271187146e-06 6.978634715219065e-06 -1.1188613860632849e-05 1.2179272740316568e-05 7.8024715912761169e-06 1.099760986323274e-05 8.5838169616181408e-06 -3.4094408245609568e-05 -1.0643058521964123e-05 1.6864022841865525e-05 -2.4361386419329565e-07 2.7636017666736736e-06 1.5390889054995368e-05 -1.5106903756532121e-05
leaf_weight=21 26 26 26 28 32 22 24 21 20 21 22 27 20 20 30 20 28 26 26 24 30 38 25 29 22 29 2241 150 27 20
leaf_count=21 26 26 26 28 32 22 24 21 20 21 22 27 20 20 30 20 28 26 26 24 30 38 25 29 22 29 2241 150 27 20
internal_value=0 -5.62795e-08 2.14146e-08 7.08419e-06 -9.31802e-08 3.74592e-06 -3.21859e-06 -1.94965e-07 -2.89839e-06 1.60396e-08 -1.085e-06 1.61543e-07 1.62393e-06 2.98265e-06 8.34867e-06 -5.94702e-07 2.49526e-06 -7.24902e-08 -1.40846e-07 -3.26973e-08 -5.09491e-06 6.64093e-08 -9.54082e-08 -4.24544e-06 -9.17286e-06 4.99822e-06 7.98266e-08 -7.37591e-09 2.67998e-06 6.61189e-07
internal_weight=0 3095 3069 49 3020 78 56 2942 213 2729 193 171 145 125 50 75 55 2708 2682 2656 51 2605 2567 104 80 51 2463 2438 197 170
internal_count=3121 3095 3069 49 3020 78 56 2942 213 2729 193 171 145 125 50 75 55 2708 2682 2656 51 2605 2567 104 80 51 2463 2438 197 170
is_linear=0
shrinkage=0.1


Tree=5549
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 42 130 3 49 1209 1210 1208 1209 403 1212 1212 402 401 402 401 12 3 403 0 1209 402 43 1213 0 1213 4
split_gain=1.16529e-07 3.43443e-06 1.72735e-06 6.05963e-07 1.2826e-07 1.41808e-07 2.32644e-07 1.65993e-07 1.1281e-07 4.72794e-07 4.56487e-07 2.58342e-07 1.48181e-06 1.68021e-07 2.8398e-07 9.95081e-07 9.52772e-07 2.15007e-07 2.0307e-07 1.94849e-07 1.4028e-07 1.40003e-07 1.45636e-06 1.4977e-07 1.12636e-07 1.02884e-06 1.36378e-07 7.45488e-07 7.34723e-07 4.81382e-07
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.015274999999999999 0.09364500000000002 -0.086049999999999988 0.09567500000000001 0.10691500000000002 -0.00046999999999999993 0.092250000000000013 -0.087714999999999987 -0.0047449999999999992 -0.41956999999999994 -0.089544999999999986 0.13775000000000001 0.09530000000000001 0.11522000000000002 0.10947000000000001 0.089885000000000007 -0.081459999999999991 -0.52800499999999995 -0.086234999999999992 -0.038154999999999994 0.099740000000000009 -0.011694999999999999 -0.088064999999999991 -0.085754999999999984 -0.086179999999999993 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -7 10 -10 11 12 -4 19 16 17 20 18 21 -13 -15 22 -16 -23 26 -26 27 -25 -28 -29
right_child=2 -3 8 -5 -6 7 -8 -9 9 -11 -12 13 -14 14 15 -17 -18 -19 -20 -21 -22 23 -24 24 25 -27 28 29 -30 -31
leaf_value=-1.7082328364873928e-06 -2.8082151249526016e-05 4.0677119693013778e-05 2.6026315911374037e-05 -1.8357865626512649e-05 -3.4964682506390755e-06 2.6872769197439087e-06 1.1405931807882641e-05 -8.4999295438592529e-06 1.4207216015536148e-05 -3.4050770240615491e-06 -1.350014660783927e-05 4.9687273019571875e-07 -1.0676563665997079e-05 -7.6934227126912451e-06 1.2372408009073497e-05 -2.233657911347109e-05 2.4746988874539965e-05 9.6800100436666994e-06 -1.0068861650438521e-05 -1.3461954085869366e-05 3.4463369956938551e-06 8.5558217203166958e-06 -2.3214132022036686e-05 -1.8616733870165567e-05 2.0025663661726868e-05 -7.7525420344196994e-06 1.7510591078462312e-05 1.32878638831481e-05 -7.4584791395277228e-08 -7.6531391208672661e-06
leaf_weight=24 22 21 22 20 66 36 31 21 27 35 25 20 22 20 23 20 20 23 20 20 26 21 23 24 24 30 24 23 2367 21
leaf_count=24 22 21 22 20 66 36 31 21 27 35 25 20 22 20 23 20 20 23 20 20 26 21 23 24 24 30 24 23 2367 21
internal_value=0 2.22432e-06 -1.67859e-07 -1.85401e-06 3.53046e-10 2.06098e-06 5.68339e-06 -1.43433e-06 4.53755e-08 4.26479e-06 -4.74576e-08 7.29567e-08 7.67488e-06 -4.87183e-08 4.62809e-08 -1.15513e-07 6.5254e-06 5.39194e-08 -3.12345e-08 -6.48254e-06 -1.39704e-06 4.65766e-08 -5.42086e-06 1.45828e-07 7.55491e-08 4.59333e-06 -2.36619e-08 -4.43966e-06 1.01929e-07 3.29329e-06
internal_weight=0 219 2902 198 178 112 55 57 2880 62 2818 2793 44 2749 2709 2643 66 2623 2600 40 46 2580 46 2534 2513 54 2459 68 2391 44
internal_count=3121 219 2902 198 178 112 55 57 2880 62 2818 2793 44 2749 2709 2643 66 2623 2600 40 46 2580 46 2534 2513 54 2459 68 2391 44
is_linear=0
shrinkage=0.1


Tree=5550
num_leaves=31
num_cat=0
split_feature=1208 1209 1208 1208 1209 2 1212 1212 401 402 403 402 402 402 391 129 1211 16 1 13 0 1213 13 1209 401 403 15 15 15 1452
split_gain=1.02287e-07 2.30919e-07 3.53171e-07 3.30304e-07 1.24639e-07 1.37695e-06 1.27301e-07 1.61715e-07 8.12641e-07 7.84095e-07 1.2603e-07 1.18435e-07 2.26222e-07 2.83486e-07 3.72535e-07 2.73611e-07 2.14206e-07 4.87705e-07 1.08822e-06 6.77928e-07 3.72848e-07 3.29868e-07 8.00263e-07 2.04489e-07 3.88607e-07 4.08071e-07 2.0258e-07 1.23686e-06 8.58049e-07 4.85755e-07
threshold=0.11846000000000001 0.11743500000000001 0.10233500000000001 0.089655000000000012 -0.087714999999999987 0.084715000000000013 -0.45912999999999998 -0.089544999999999986 0.11336 0.13775000000000001 0.059220000000000009 0.11522000000000002 0.11174500000000002 0.10708500000000001 -0.088134999999999977 -0.075474999999999987 0.087635000000000005 -0.069894999999999985 0.089175000000000018 -0.012119999999999997 -0.084384999999999988 0.104315 -0.012549999999999997 -0.067109999999999989 -1.0000000180025095e-35 -0.44023999999999991 0.085730000000000015 0.086495000000000002 0.085315000000000016 0.083330000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 8 10 11 -8 12 13 14 -9 -16 21 18 19 20 -18 23 -23 -17 -25 -26 28 -28 -27 -29
right_child=-2 -3 -4 -5 6 -7 7 9 -10 -11 -12 -13 -14 -15 15 16 17 -19 -20 -21 -22 22 -24 24 25 26 27 29 -30 -31
leaf_value=-1.2129680996250417e-05 6.2460672167547342e-06 -1.0261131757777713e-05 1.1857820449222346e-05 -1.2885379392173489e-05 -6.6620829172812784e-06 2.3669476355453733e-05 -6.9526078201912856e-06 -1.3665995500673491e-05 2.1902284433963359e-05 -1.9381405616600423e-05 2.3036417176164633e-06 6.730984376610231e-06 -1.0150079986653344e-05 1.0423406335855993e-05 1.0662117627665187e-05 7.7224515610975114e-06 1.6508950555432349e-05 -5.9683652003578963e-06 2.8492289402493043e-05 -1.3511678439499521e-05 -1.1794395959441318e-06 -2.2539096006436344e-05 3.1542801631682476e-06 -1.0819464092920124e-05 1.2171165472965287e-05 4.739456171461195e-08 -2.415669857782632e-05 -1.8325596418611103e-06 2.0865388469246684e-05 1.0117159869165532e-05
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internal_value=0 -5.2464e-08 2.06212e-08 -7.64687e-08 8.13437e-09 5.35363e-06 -6.88694e-08 -4.18631e-09 4.37465e-06 -1.29122e-07 -1.27942e-06 1.25879e-08 -4.92014e-08 3.00212e-08 -6.72181e-08 3.13595e-08 -6.19269e-08 4.0163e-06 7.98747e-06 1.95664e-06 8.40177e-06 -2.53972e-07 -8.38152e-06 -9.85876e-08 -2.00601e-07 -5.59532e-08 -1.89664e-07 -2.02643e-06 2.57042e-07 -8.69292e-07
internal_weight=0 3095 3073 3048 3028 43 2985 2956 82 2874 62 2853 2827 2805 2779 2759 2735 123 88 68 48 2612 49 2563 2530 2496 2469 483 1986 459
internal_count=3121 3095 3073 3048 3028 43 2985 2956 82 2874 62 2853 2827 2805 2779 2759 2735 123 88 68 48 2612 49 2563 2530 2496 2469 483 1986 459
is_linear=0
shrinkage=0.1


Tree=5551
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1210 1210 1212 16 15 1213 1210 403 13 13 15 4 16 129 1184 12 403 402 3 1211 16 1186 1211 393 0 401 133
split_gain=1.05439e-07 3.055e-07 1.6641e-07 2.72362e-07 1.38399e-07 1.33808e-07 6.26694e-07 7.78194e-07 2.73769e-07 2.17966e-07 1.29778e-07 4.30899e-07 6.26747e-07 5.83476e-07 5.37308e-07 4.58537e-07 3.37152e-07 4.15408e-07 2.98437e-07 2.03428e-07 7.05158e-07 5.3153e-07 3.74188e-07 8.62044e-07 3.30963e-07 2.3083e-07 2.11716e-07 4.41811e-07 1.99078e-07 3.5923e-07
threshold=0.12461500000000002 0.10837500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 -0.089079999999999979 -0.092484999999999984 0.085550000000000015 -0.15413999999999997 -0.083289999999999989 0.085640000000000008 -0.0065549999999999992 -0.097984999999999989 0.085935000000000025 -0.00059999999999999995 -0.088394999999999987 -0.077709999999999987 0.089075000000000015 0.090345000000000023 0.022375000000000003 0.020685000000000005 -0.078344999999999984 0.11048500000000001 -0.071359999999999993 0.057025000000000006 0.089055000000000009 0.089155000000000026 -0.082619999999999985 -1.0000000180025095e-35 0.50628500000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8 -9 -7 16 12 -12 14 -14 -13 -11 19 -17 22 21 -21 24 -24 25 26 28 -28 -18 -30
right_child=-2 -3 -4 4 5 9 7 8 -10 10 11 15 13 -15 -16 18 17 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=1.0228609321179996e-05 -7.2375335776087015e-06 1.1528872188216116e-05 -7.1021631769822725e-06 -7.9528861533617608e-06 -1.6073333608801476e-05 9.8417507299176499e-06 1.5075412685055873e-05 5.6872963019797192e-08 -1.3060626284081641e-05 -1.1226414451610052e-05 -3.1341055773737029e-06 -1.2857067332757214e-05 3.1794462975085482e-05 -4.8313613660866399e-07 9.1475016440447451e-06 -4.176994506061809e-06 -9.0380525913739511e-06 1.3689029643935348e-05 1.101949202772327e-05 1.1452747023536877e-05 -1.9859840141061403e-05 -7.7966070719526215e-06 2.2091324562249309e-05 -5.3134832755445545e-06 -1.038544231347817e-05 7.64412725402508e-06 1.2683488562445212e-06 -1.8051447671041388e-05 -4.2535267185113736e-08 9.7599175038148576e-06
leaf_weight=26 20 23 33 22 29 23 27 41 26 27 38 29 20 21 22 28 24 22 24 26 23 32 24 22 31 39 29 20 2312 38
leaf_count=26 20 23 33 22 29 23 27 41 26 27 38 29 20 21 22 28 24 22 24 26 23 32 24 22 31 39 29 20 2312 38
internal_value=0 4.66751e-08 -3.91243e-08 3.7421e-08 -5.03468e-08 7.66315e-09 -3.22224e-06 7.42464e-07 -5.0335e-06 1.45895e-07 6.76749e-08 2.65137e-06 7.00884e-06 1.31268e-05 1.99318e-05 -2.78201e-06 -1.08508e-07 5.11164e-09 2.83677e-06 -1.09791e-07 -5.04316e-06 8.32414e-07 4.75946e-08 8.98468e-06 -1.17309e-07 1.19806e-08 -1.10865e-07 -6.61728e-06 2.34297e-08 1.15972e-07
internal_weight=0 3101 3078 3045 3019 2997 123 94 67 2874 2851 182 101 63 42 81 2669 2642 52 2620 81 58 2539 46 2493 2462 2423 49 2374 2350
internal_count=3121 3101 3078 3045 3019 2997 123 94 67 2874 2851 182 101 63 42 81 2669 2642 52 2620 81 58 2539 46 2493 2462 2423 49 2374 2350
is_linear=0
shrinkage=0.1


Tree=5552
num_leaves=31
num_cat=0
split_feature=132 15 393 1186 4 49 34 34 34 33 455 1373 150 1373 1375 457 448 447 48 48 48 48 1 15 44 484 40 13 4 4
split_gain=1.10122e-07 3.02118e-06 1.5549e-06 4.3434e-07 1.61308e-07 1.14735e-07 1.07594e-07 1.79476e-07 2.24023e-07 3.52157e-07 1.21119e-07 1.27248e-07 6.15694e-07 3.669e-07 6.36907e-07 2.01157e-07 3.87177e-07 3.10048e-07 1.74246e-07 3.34683e-07 5.58974e-07 5.48171e-07 3.91779e-07 3.46403e-07 3.0908e-07 6.98632e-07 2.67702e-07 3.92796e-07 2.70509e-07 2.39663e-07
threshold=-0.083284999999999984 0.091915000000000011 0.12679500000000002 0.0044650000000000011 -0.086254999999999984 -0.42399999999999993 -0.097449999999999981 -0.084564999999999987 -0.057544999999999992 -1.0000000180025095e-35 0.090605000000000019 0.086880000000000013 0.090480000000000019 1.0000000180025095e-35 -0.4078199999999999 0.11612500000000002 0.053555000000000005 0.089635000000000006 0.10184000000000001 0.092065000000000022 0.090885000000000007 0.089670000000000014 0.077565000000000009 -0.083359999999999976 0.099360000000000018 -0.051889999999999999 -0.049474999999999998 -0.10278499999999999 0.076415000000000025 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 -2 -7 -8 -9 -10 11 13 -13 14 -11 16 17 18 19 20 21 -16 29 -24 25 -20 -27 -28 -29 -21
right_child=2 -3 -4 -5 -6 6 7 8 9 10 -12 12 -14 -15 15 -17 -18 -19 24 22 -22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=-7.747971360808712e-06 7.0643380003394163e-06 3.4162900174823546e-05 -2.794971333059948e-05 -1.5725248167221988e-05 8.0129115621562119e-07 5.4054609134052749e-06 -7.7896963390836992e-06 7.5123606591613428e-06 -1.334133563773321e-05 -1.7078463067512285e-05 5.509472728777044e-06 -1.3604761426222468e-05 8.7615392612860887e-06 1.0807991548901899e-05 -8.6795683413010942e-08 8.935155231029057e-06 -1.3601164280885315e-05 9.8142347972896005e-06 1.6937578826140712e-05 6.8067605053119436e-06 1.5432814768206774e-05 -1.6718059267191166e-05 -2.1359330877084693e-05 -4.3543034989852464e-06 -7.5291927460057196e-06 1.0298852730102227e-05 1.0307116755578373e-05 -1.851448123838614e-07 -1.2239185732674929e-05 -6.9061357753525949e-06
leaf_weight=26 23 26 20 21 146 36 30 39 20 22 39 32 20 31 2181 25 21 32 35 26 23 20 23 25 25 25 23 52 29 25
leaf_count=26 23 26 20 21 146 36 30 39 20 22 39 32 20 31 2181 25 21 32 35 26 23 20 23 25 25 25 23 52 29 25
internal_value=0 2.16231e-06 -1.63172e-07 -2.14865e-06 -4.91039e-07 2.96562e-08 -2.69362e-08 -9.62123e-08 -1.35755e-08 -1.20152e-07 -2.34352e-08 -1.03503e-07 -5.00234e-06 -7.12056e-09 -1.35478e-07 8.4397e-09 -7.85653e-08 3.30599e-08 -9.15411e-08 -3.29104e-07 -7.58578e-08 -2.3792e-07 -6.01818e-06 -1.25025e-05 2.82834e-06 4.40723e-06 1.00753e-06 -1.22596e-06 -4.50079e-06 8.47525e-08
internal_weight=0 219 2902 193 172 2882 2859 2823 2793 2754 2734 2695 52 2643 2612 2590 2565 2544 2512 2323 2224 2201 99 48 189 164 129 104 81 51
internal_count=3121 219 2902 193 172 2882 2859 2823 2793 2754 2734 2695 52 2643 2612 2590 2565 2544 2512 2323 2224 2201 99 48 189 164 129 104 81 51
is_linear=0
shrinkage=0.1


Tree=5553
num_leaves=31
num_cat=0
split_feature=393 132 403 1204 132 120 1 120 4 33 0 12 133 12 1212 1213 13 15 1209 12 1208 1210 0 129 128 133 1213 1209 15 1213
split_gain=1.15896e-07 2.26438e-06 2.68554e-06 1.59285e-07 1.26694e-07 2.74117e-07 2.47219e-07 4.74109e-07 3.27877e-07 1.9561e-07 1.55466e-07 1.33202e-07 7.41385e-07 4.09228e-07 1.84196e-07 2.50287e-07 3.60586e-07 4.55166e-07 2.37471e-07 8.83847e-07 3.48722e-07 3.36911e-07 2.23689e-06 1.71794e-07 2.15541e-07 6.84135e-07 1.69618e-07 1.41874e-06 1.23787e-06 3.97004e-07
threshold=0.10585500000000002 -0.083284999999999984 -0.078754999999999978 0.058775000000000008 -0.41127499999999995 0.09852000000000001 0.16540500000000002 1.0000000180025095e-35 0.63113500000000011 -0.044254999999999996 -0.079984999999999987 0.12757000000000002 0.017095000000000003 0.12069000000000002 -0.52517999999999987 -0.24064499999999997 -0.090639999999999984 0.088850000000000012 0.10819500000000001 0.096075000000000008 0.092250000000000013 -0.094799999999999982 -0.083804999999999977 0.10311000000000002 0.10670500000000001 -0.015164999999999998 -0.090764999999999985 -0.087714999999999987 0.085465000000000013 -0.086394999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 10 6 7 8 9 -6 -1 13 -13 14 -11 16 -16 -18 20 -20 21 22 -17 26 25 -25 28 -28 -23 -29
right_child=1 2 -4 -5 5 -7 -8 -9 -10 11 -12 12 -14 -15 15 18 17 -19 19 -21 -22 23 -24 24 -26 -27 27 29 -30 -31
leaf_value=4.2791496355221172e-07 2.7866469736409272e-05 1.4658552637618933e-05 -3.6543016005907705e-05 -8.9845710863301072e-06 9.7565785654296634e-06 -1.1238200477237116e-05 1.0073616183111274e-05 -1.4418088884489724e-05 1.1888275370754697e-05 9.1591257257407838e-06 1.1501072856931605e-05 -1.7202478779331108e-05 4.852249130635755e-06 1.3841065616101594e-05 2.810700383244174e-06 -1.5774871080793676e-05 -1.0617058121299904e-06 -2.1424524557104357e-05 -4.1147045370356258e-06 2.3024551138632889e-05 -1.1120961604821536e-05 -2.010143000534886e-05 2.9952657021804835e-05 2.2032080930568469e-05 -2.6733728662764878e-06 -2.0337087404013971e-06 2.563546906804688e-05 -1.022583274988858e-05 6.8256901341244788e-06 -3.0070903548673572e-07
leaf_weight=32 25 21 20 20 20 22 24 23 23 21 21 27 35 21 28 20 21 23 30 20 29 31 23 21 27 27 21 41 38 2366
leaf_count=32 25 21 20 20 20 22 24 23 23 21 21 27 35 21 28 20 21 23 30 20 29 31 23 21 27 27 21 41 38 2366
internal_value=0 4.14592e-06 -1.03178e-05 -8.95645e-08 -3.09483e-08 -1.17084e-07 -3.44269e-08 -1.17054e-07 -4.13812e-09 -9.87836e-08 4.81539e-06 -1.67462e-07 -4.75223e-06 -6.62315e-08 -1.71023e-07 -2.41859e-07 -6.06056e-06 -1.17059e-05 -8.63481e-08 6.741e-06 -2.15458e-07 -9.45177e-08 8.68404e-06 -2.41282e-07 4.47443e-06 8.49507e-06 -3.82923e-07 -2.43983e-07 -5.272e-06 -4.6977e-07
internal_weight=0 66 41 3055 3035 2982 2960 2936 2913 2890 53 2870 62 2808 2787 2766 72 44 2694 50 2644 2615 43 2572 75 48 2497 2428 69 2407
internal_count=3121 66 41 3055 3035 2982 2960 2936 2913 2890 53 2870 62 2808 2787 2766 72 44 2694 50 2644 2615 43 2572 75 48 2497 2428 69 2407
is_linear=0
shrinkage=0.1


Tree=5554
num_leaves=31
num_cat=0
split_feature=132 393 15 1186 4 44 46 1456 16 47 47 47 1419 49 1420 11 155 157 2 13 39 9 9 1 484 475 1375 484 159 475
split_gain=1.38437e-07 7.09393e-07 3.05997e-07 1.84456e-07 1.3419e-07 1.18456e-07 3.52324e-07 1.67172e-07 2.91122e-07 1.59224e-07 9.8485e-07 4.35843e-07 2.96442e-07 5.51073e-07 4.60406e-07 2.08474e-07 6.29616e-07 5.72887e-07 3.53161e-07 4.12338e-07 1.55923e-07 6.47095e-07 9.83746e-07 2.47278e-07 2.14444e-07 1.39033e-06 1.20112e-06 5.85047e-07 1.19206e-06 1.11658e-06
threshold=-0.083174999999999985 0.12069000000000002 0.092400000000000024 0.049580000000000006 -0.086254999999999984 0.084760000000000016 0.10253500000000002 0.11585000000000002 -0.018494999999999998 0.092165000000000011 0.096475000000000019 0.089785000000000018 0.086505000000000012 0.08610000000000001 -0.082399999999999987 0.088215000000000002 0.13657000000000002 -0.051074999999999988 0.11093500000000002 0.090705000000000008 -1.0000000180025095e-35 0.092235000000000011 0.085555000000000006 0.09202500000000001 0.086135000000000017 -0.085684999999999997 -0.022119999999999997 0.090535000000000018 0.11084000000000001 -0.024084999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 7 -7 9 -9 11 -11 12 14 -14 -2 16 20 -17 19 -19 23 22 24 -16 -22 -26 -27 29 -29 -28
right_child=1 -3 -4 -5 -6 6 -8 8 -10 10 -12 -13 13 -15 15 17 -18 18 -20 -21 21 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-6.6594457376385649e-06 -1.3488673372194171e-05 1.8497117534501567e-05 -1.2828580423956737e-05 -9.9426506494637579e-06 1.1224272111576284e-06 1.5113930664369946e-05 -2.2639844717429825e-06 -1.5026740120447359e-05 1.6432621908858314e-06 -1.8429359161845324e-05 -9.1429904621019359e-09 1.5014284640528785e-05 -9.2968574242546224e-07 1.745815152389696e-05 -1.8899146289186322e-06 1.9330390378378243e-05 -1.769935823972446e-05 1.4890869965711318e-05 -8.4742707452244735e-06 -4.550738594844006e-06 -3.3977609958944125e-07 -1.458035574614769e-05 2.2283301209427009e-05 1.3473601407295891e-05 2.5661937471947267e-05 -2.3053742061165395e-05 -2.3974725378217915e-06 3.7926648492118387e-06 -1.9757654241586282e-05 2.949572430051852e-05
leaf_weight=26 25 21 25 21 150 20 28 20 22 33 241 20 39 28 20 21 20 24 27 20 1960 30 20 22 24 20 23 124 26 21
leaf_count=26 25 21 25 21 150 20 28 20 22 33 241 20 39 28 20 21 20 24 27 20 1960 30 20 22 24 20 23 124 26 21
internal_value=0 1.84308e-07 -2.40672e-06 -1.08415e-06 -2.71677e-08 5.06843e-08 4.97681e-06 -3.28684e-08 -6.29483e-06 6.14654e-08 -2.22764e-06 3.10954e-07 1.93044e-07 6.75478e-06 1.19001e-08 1.52414e-07 -3.35068e-08 4.82064e-06 5.29025e-07 6.05378e-06 1.2078e-07 7.99183e-09 2.05309e-07 6.15764e-06 4.41778e-09 2.83896e-06 2.79369e-07 2.68484e-06 -2.8939e-07 1.28243e-05
internal_weight=0 2899 222 197 176 2878 48 2830 42 2788 274 2514 2494 67 2427 2402 2310 92 71 44 2290 2248 2218 42 2198 238 214 194 150 44
internal_count=3121 2899 222 197 176 2878 48 2830 42 2788 274 2514 2494 67 2427 2402 2310 92 71 44 2290 2248 2218 42 2198 238 214 194 150 44
is_linear=0
shrinkage=0.1


Tree=5555
num_leaves=31
num_cat=0
split_feature=46 47 47 47 47 131 47 49 47 160 484 42 12 393 148 447 16 1 457 3 43 1 457 16 484 151 13 484 3 42
split_gain=1.1275e-07 1.25359e-07 1.19848e-06 1.15995e-06 4.33493e-07 1.45826e-07 1.39797e-07 2.16267e-07 1.44563e-07 2.55706e-07 3.10355e-07 3.03947e-07 2.65292e-07 1.35845e-07 1.35117e-07 1.91908e-07 1.72782e-07 3.83187e-07 3.03229e-07 5.74435e-07 7.97306e-07 1.02371e-06 1.39158e-06 8.73812e-07 2.10254e-07 9.44358e-07 9.42293e-07 1.19658e-06 4.22813e-07 5.98644e-07
threshold=0.096120000000000011 0.094460000000000002 0.091680000000000011 0.096770000000000009 0.089640000000000011 0.13767000000000004 0.10019500000000002 -0.015259999999999998 0.10397500000000001 -0.016279999999999996 -0.051889999999999999 -0.042239999999999993 0.094580000000000011 0.12679500000000002 -0.10069499999999999 0.094580000000000011 -0.54656499999999986 0.10022000000000002 0.08457000000000002 -0.087044999999999983 -0.08756499999999999 0.089770000000000016 0.097000000000000017 -0.071854999999999988 0.091180000000000011 -0.41619999999999996 -0.085669999999999982 0.098800000000000013 -0.095524999999999985 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 13 -5 -8 -9 10 -10 -11 -13 14 -1 16 17 -16 24 -20 -21 22 -22 -23 25 -18 27 -26 -28 -30
right_child=-2 3 -4 6 -6 -7 7 8 9 11 -12 12 -14 -15 15 -17 18 -19 19 20 21 23 -24 -25 26 -27 28 -29 29 -31
leaf_value=6.5327108174528805e-06 5.6438343498094976e-06 -2.4114877763023205e-05 2.3390445238130105e-05 6.0805042787779389e-06 -1.315065567905549e-05 -8.0316681610590667e-06 7.7477911081587087e-06 -9.0702381105354743e-06 1.3514400732516231e-05 6.799084990423883e-06 -1.925437106062115e-06 -2.320564019909953e-06 -1.282062072667551e-05 7.3363802724858185e-06 1.1640576076388243e-06 -8.0946335338953282e-06 -2.1975914544327681e-05 -1.6480747212881397e-05 1.554438061551385e-05 1.9425562072683533e-05 3.8712457663595245e-06 1.8589292867859356e-05 -3.1696657159262611e-05 -5.9592137498337509e-06 3.386849902199174e-05 -1.4870041851898527e-07 1.0320253866561522e-05 2.0737858151200083e-06 -1.4209672573653389e-05 1.4409093272623372e-06
leaf_weight=32 35 22 22 31 25 22 25 26 23 24 30 77 35 26 32 29 20 20 36 20 22 29 22 29 20 2223 26 29 37 72
leaf_count=32 35 22 22 31 25 22 25 26 23 24 30 77 35 26 32 29 20 20 36 20 22 29 22 29 20 2223 26 29 37 72
internal_value=0 -6.40134e-08 1.42419e-07 -2.03182e-06 -4.21556e-08 7.71862e-08 -2.39095e-07 -1.05538e-06 -2.079e-06 -1.11724e-06 4.77487e-06 -3.41343e-06 -5.60183e-06 1.42676e-07 7.33521e-08 -4.17954e-09 8.4794e-08 -5.62241e-06 1.996e-07 4.44444e-06 1.16905e-06 -2.41065e-06 -1.39127e-05 6.31504e-06 -7.6743e-08 -3.43326e-07 3.17296e-06 1.50512e-05 -1.13841e-06 -3.87167e-06
internal_weight=0 3086 2793 293 2771 2746 271 240 215 189 53 136 112 2724 2698 2666 2637 52 2585 158 122 102 44 58 2427 2243 184 49 135 109
internal_count=3121 3086 2793 293 2771 2746 271 240 215 189 53 136 112 2724 2698 2666 2637 52 2585 158 122 102 44 58 2427 2243 184 49 135 109
is_linear=0
shrinkage=0.1


Tree=5556
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 132 1185 15 1209 1186 1209 132 399 4 1204 15 133 1186 129 1184 3 4 16 1 2 4 471 157 3 12 4 41
split_gain=1.06992e-07 2.98466e-07 3.03295e-07 1.08074e-07 6.23445e-07 2.71869e-07 1.76264e-07 1.56861e-07 1.5061e-07 1.17834e-07 2.34616e-07 1.67758e-07 1.26073e-07 1.2968e-07 1.18934e-07 1.05973e-07 2.36575e-07 2.98369e-07 1.56374e-07 1.25169e-07 3.37297e-07 5.11086e-07 2.92573e-07 1.86579e-07 7.04465e-07 3.66309e-07 3.0207e-07 1.04919e-06 1.62425e-06 3.2916e-07
threshold=0.11531000000000001 0.10233500000000001 -0.097919999999999993 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.10691500000000002 0.049580000000000006 0.093955000000000011 -0.41127499999999995 0.085965000000000014 0.010840000000000001 -0.0030749999999999996 -0.066844999999999988 -0.023589999999999996 0.090275000000000008 -0.077709999999999987 0.084515000000000021 -0.52915999999999996 -0.50940999999999981 0.22339500000000004 0.077845000000000011 0.097070000000000004 -0.50052499999999989 -0.085064999999999988 -0.00078499999999999989 -0.16726499999999997 0.10149500000000002 -0.15289999999999995 0.088520000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 8 9 15 11 -11 -4 14 -14 -12 16 -6 18 -18 20 21 -20 -22 25 -25 -21 27 28 -26 -28
right_child=-2 -3 3 4 6 -7 -8 -9 -10 10 12 -13 13 -15 -16 -17 17 -19 19 23 22 -23 -24 24 26 -27 29 -29 -30 -31
leaf_value=-1.2317982400418262e-05 -6.0457476749810483e-06 9.6642666477464459e-06 -1.4736857503356243e-06 1.736940607987067e-05 -8.8231380974927257e-06 -1.2385864220445713e-05 9.4290024270549109e-06 -9.0656020325869098e-06 -7.4249260419660629e-06 -8.4211029336854293e-06 9.7432796535387123e-06 1.1021842783520697e-05 2.8031680540152594e-06 -8.3227372380695843e-06 3.7571513861290772e-07 5.3959861825328648e-06 -8.7938559681788325e-06 1.2275091264086769e-05 -2.154491582814444e-05 1.3612137263407932e-05 1.1190838640253614e-05 -2.8192213484054757e-07 -5.7090673453785709e-06 -1.8607126567076193e-05 3.3926158207483091e-05 -3.2869195014546167e-06 2.0917879601915612e-07 -8.209016265633787e-06 -3.2620739103628652e-06 -7.9900517623627826e-06
leaf_weight=20 29 32 22 21 30 23 20 21 27 35 23 21 20 22 33 37 20 20 20 29 21 26 20 20 24 23 2359 30 23 50
leaf_count=20 29 32 22 21 30 23 20 21 27 35 23 21 20 22 33 37 20 20 20 29 21 26 20 20 24 23 2359 30 23 50
internal_value=0 5.67061e-08 -4.37651e-08 3.69863e-08 2.03523e-07 -2.09771e-06 7.47328e-08 -8.96556e-07 7.4117e-09 7.81601e-08 -1.39309e-06 4.62878e-06 1.11691e-06 -3.02469e-06 4.22311e-06 8.03307e-08 7.889e-09 1.0656e-07 1.52386e-08 8.1848e-08 -3.6483e-06 -9.5267e-06 2.94698e-06 2.08714e-07 8.56893e-08 6.13755e-06 2.36074e-07 6.40168e-06 1.57277e-05 3.89997e-08
internal_weight=0 3092 3060 3040 2820 220 2799 197 2779 176 133 43 98 42 56 2752 2715 2685 2665 2645 87 46 41 2558 2506 52 2486 77 47 2409
internal_count=3121 3092 3060 3040 2820 220 2799 197 2779 176 133 43 98 42 56 2752 2715 2685 2665 2645 87 46 41 2558 2506 52 2486 77 47 2409
is_linear=0
shrinkage=0.1


Tree=5557
num_leaves=31
num_cat=0
split_feature=132 1186 1185 393 132 1 130 0 1213 393 48 48 457 1374 49 45 11 33 9 9 151 1429 484 150 1 457 1375 457 457 148
split_gain=1.06511e-07 2.97876e-06 1.65914e-06 2.65993e-07 1.24656e-07 2.96237e-07 2.24688e-07 1.50575e-07 1.69675e-07 1.14115e-07 1.03504e-07 2.06096e-07 3.69091e-07 2.8636e-07 1.81869e-07 1.59669e-07 5.6907e-07 2.57612e-07 2.30555e-07 3.43315e-07 1.6474e-07 1.2117e-06 1.70116e-06 8.13116e-07 6.65543e-07 2.72044e-07 1.71511e-07 1.89827e-07 2.75895e-07 2.41135e-07
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10317000000000003 -0.41127499999999995 0.089625000000000024 0.10923000000000001 -0.082084999999999977 -0.0020849999999999996 0.10159000000000001 0.13400000000000004 0.12737000000000001 0.41022000000000008 -0.096434999999999979 0.15266500000000002 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.09055500000000001 0.10750500000000002 -0.088279999999999983 0.083985000000000018 0.085790000000000019 0.083555000000000004 0.093575000000000019 0.098180000000000003 0.097315000000000026 0.087195000000000009 0.084040000000000017 -0.079549999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 7 -1 8 -6 10 11 12 13 -4 -12 16 -15 -18 20 -20 21 22 23 -19 -25 26 27 28 -22 -29
right_child=2 -3 9 -5 5 -7 -8 -9 -10 -11 14 -13 -14 15 -16 -17 17 18 19 -21 25 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=9.9420718200875586e-06 -2.7518064473497362e-05 3.7025937333303523e-05 -1.1033783357561334e-05 -1.240856929706795e-05 -1.0270793154631974e-05 -1.1502365879533938e-05 -3.0823633210275148e-06 5.3552003689067332e-06 1.0581164599735087e-06 5.986899616239328e-06 6.6898462726520079e-06 -9.9857283246473388e-06 1.1381272945852419e-05 1.4728328310061793e-05 -4.4732285721238444e-06 -8.747869244308234e-06 -1.0451784616331378e-05 -1.2819715800066225e-06 1.4952371403069266e-05 -1.7920105619850803e-06 -3.82525373020288e-07 2.5318910727600312e-05 -2.420443915980286e-05 2.7564635679895714e-05 3.4850003885367188e-06 -1.0987799972402476e-05 7.7898842741538272e-06 -1.2564572740381626e-06 -1.036989958085956e-05 1.3223963659307313e-05
leaf_weight=27 22 22 24 21 20 27 26 37 39 32 54 21 28 26 20 21 24 92 25 24 2273 21 25 22 24 24 26 23 28 23
leaf_count=27 22 22 24 21 20 27 26 37 39 32 54 21 28 26 20 21 24 92 25 24 2273 21 25 22 24 24 26 23 28 23
internal_value=0 2.12655e-06 -1.60484e-07 -1.77084e-06 -5.0157e-07 -2.24854e-06 3.55273e-06 3.54095e-07 -2.78219e-06 4.84978e-08 -1.82258e-08 -1.16689e-07 -4.14071e-08 -1.58778e-07 3.6728e-06 -6.21469e-08 5.9129e-09 -1.38316e-07 -4.42004e-08 6.75104e-06 -1.73207e-07 2.71036e-06 -2.02395e-07 4.1458e-06 1.50013e-05 -3.94558e-07 -2.8742e-07 -3.769e-07 -5.04058e-07 5.98375e-06
internal_weight=0 219 2902 197 176 123 53 96 59 2880 2848 2774 2753 2725 74 2701 2680 2654 2630 49 2581 184 163 138 46 2397 2373 2347 2301 46
internal_count=3121 219 2902 197 176 123 53 96 59 2880 2848 2774 2753 2725 74 2701 2680 2654 2630 49 2581 184 163 138 46 2397 2373 2347 2301 46
is_linear=0
shrinkage=0.1


Tree=5558
num_leaves=31
num_cat=0
split_feature=11 45 46 1429 156 474 1429 474 52 157 49 156 157 1371 13 474 157 43 1 156 133 52 16 480 481 481 160 159 16 43
split_gain=1.13406e-07 1.20352e-07 3.68748e-07 2.13861e-07 2.94854e-07 1.33889e-07 4.07275e-07 2.29222e-07 6.8414e-07 2.38152e-07 9.15186e-07 7.47008e-07 6.66256e-07 5.16016e-07 4.79948e-07 2.68666e-07 3.91316e-07 2.47925e-07 2.94632e-07 2.17122e-07 4.44184e-07 3.62835e-07 2.23204e-07 1.44859e-07 1.31628e-06 7.39942e-07 1.07722e-06 5.64598e-07 1.02429e-06 6.94455e-07
threshold=-0.072629999999999986 0.084355000000000013 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.091180000000000011 -1.0000000180025095e-35 0.088435000000000014 -0.023194999999999997 -0.087424999999999989 0.0093850000000000027 0.086765000000000023 -0.086394999999999986 0.083235000000000017 0.086705000000000018 0.087035000000000015 -0.084764999999999993 -0.08076499999999999 0.085110000000000005 -0.065739999999999979 0.087625000000000022 -0.0087299999999999982 0.057265000000000003 0.086995000000000017 -0.086354999999999987 -0.086219999999999977 -0.014869999999999998 -0.088129999999999986 -0.0064149999999999997 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 7 -7 9 -9 10 14 -12 -11 15 17 16 -14 -5 -19 20 -8 22 -21 25 -25 26 -18 29 -29 -26
right_child=1 2 -4 4 -6 6 19 8 -10 12 11 -13 13 -15 -16 -17 23 18 -20 21 -22 -23 -24 24 27 -27 -28 28 -30 -31
leaf_value=-7.3238972321730357e-06 -1.0335314509575256e-05 1.5388735491796978e-05 -2.3896096459300304e-06 1.4241164539587613e-05 1.2141305123805069e-05 -1.6184469851623364e-05 -3.201032394196274e-06 1.5795345219279019e-05 -6.1357078120636295e-06 1.612207933109088e-05 -2.9799345048515881e-06 -2.9652696872788164e-05 1.422761810317752e-05 -1.1690860044627944e-05 -1.1819307251244027e-05 -1.1062667674975404e-05 2.8285484706983603e-05 9.7007323001023563e-06 -7.0504378960495596e-06 5.5463109460366209e-06 1.5913800810238856e-05 -1.4134991091850679e-05 -5.7472792195767398e-06 -1.9228123543340386e-05 -1.9415010331158556e-05 1.2525144608309247e-07 -1.7019247279677076e-06 2.7179115689553632e-05 -1.0723692095339314e-06 3.1400117094408366e-06
leaf_weight=21 20 20 28 23 20 20 31 33 25 26 21 21 20 37 20 21 23 21 21 35 20 25 35 37 20 2355 25 21 33 43
leaf_count=21 20 20 28 23 20 20 31 33 25 26 21 21 20 37 20 21 23 21 21 35 20 25 35 37 20 2355 25 21 33 43
internal_value=0 4.9614e-08 5.01803e-06 -2.85263e-08 3.94604e-08 -4.08971e-08 -2.80153e-06 1.20124e-07 6.34231e-06 -9.31912e-09 -4.23991e-06 -1.63163e-05 1.92592e-07 3.54128e-08 1.72726e-06 2.02415e-07 2.94214e-07 5.89543e-06 1.32515e-06 -9.68251e-07 4.29498e-06 -3.79378e-06 -1.00484e-07 1.85232e-07 -2.78797e-06 3.75774e-07 1.2667e-05 2.41106e-06 9.91432e-06 -4.02031e-06
internal_weight=0 3100 48 3052 3032 3012 166 2846 58 2788 127 42 2661 2635 85 2598 2577 65 42 146 51 95 70 2557 154 2403 48 117 54 63
internal_count=3121 3100 48 3052 3032 3012 166 2846 58 2788 127 42 2661 2635 85 2598 2577 65 42 146 51 95 70 2557 154 2403 48 117 54 63
is_linear=0
shrinkage=0.1


Tree=5559
num_leaves=31
num_cat=0
split_feature=1429 474 155 475 15 475 475 1371 160 475 156 16 155 156 43 376 154 1456 1429 156 156 474 475 3 157 51 51 16 0 132
split_gain=1.10486e-07 2.79388e-07 2.3145e-07 1.14644e-07 2.2447e-07 1.86639e-07 5.35261e-07 4.65533e-07 1.06042e-06 4.33576e-07 4.28997e-07 1.70668e-07 4.11437e-07 3.01772e-07 1.74841e-07 1.41925e-07 1.47607e-07 1.73036e-07 3.09749e-07 1.76939e-07 5.01292e-07 3.87843e-07 1.38107e-06 3.2329e-07 2.64561e-07 2.44799e-07 5.48498e-07 4.72397e-07 3.16237e-07 6.55146e-07
threshold=0.12521000000000002 -0.26322499999999993 0.14230000000000001 -0.10664 -0.0088349999999999974 -0.086304999999999979 -0.085774999999999976 0.083235000000000017 -0.081969999999999987 -0.085024999999999989 0.087465000000000015 0.63167000000000006 0.11854500000000001 0.11850000000000001 -0.053764999999999993 0.086445000000000008 0.085530000000000009 0.11510000000000002 0.094630000000000006 0.091255000000000017 0.089950000000000016 0.089435000000000014 -0.008964999999999999 -0.016324999999999996 0.084490000000000023 -0.086719999999999978 -0.084389999999999979 0.38525000000000004 0.062580000000000011 0.088890000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 10 -7 9 -9 -8 -5 12 13 15 -13 16 17 18 19 20 24 22 -21 -23 25 -11 -27 28 -28 -30
right_child=-2 2 -4 5 -6 6 7 8 -10 11 -12 14 -14 -15 -16 -17 -18 -19 -20 21 -22 23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-9.6513381049589959e-06 7.4087076473006164e-06 6.3742779730091572e-07 1.0768515548988944e-05 -3.1335200117387198e-07 -1.2668106120101931e-05 -1.6370786847801356e-05 -1.2070812184485173e-05 -5.9940187906617905e-06 2.5086675373131586e-05 -4.2580330825460678e-06 1.6005315602285466e-05 1.402823272655951e-07 1.4052013145937098e-05 -1.0327089517707984e-05 -1.3082470250083134e-05 4.4271801031656552e-06 -8.5711494011775355e-06 6.9377676279853207e-06 -1.1858411587375238e-05 2.9893959808326882e-05 -1.5150710408885392e-05 4.6497693087336051e-06 -1.7710278338459571e-07 -1.3115147921780591e-05 1.0928682634543789e-05 1.664289708060096e-05 1.0388984839242589e-07 1.3411832927746358e-05 -1.0350421083386795e-05 9.3356134827486556e-06
leaf_weight=30 20 32 20 49 21 20 30 21 23 133 24 20 21 28 20 74 20 36 22 21 22 21 56 20 22 20 2154 26 73 22
leaf_count=30 20 32 20 49 21 20 30 21 23 133 24 20 21 28 20 74 20 36 22 21 22 21 56 20 22 20 2154 26 73 22
internal_value=0 -4.77767e-08 4.60387e-08 -2.42496e-08 -4.63458e-06 5.72538e-08 -6.73936e-08 4.485e-08 1.02527e-05 -1.12139e-07 5.05169e-06 1.45866e-08 1.07538e-07 1.82169e-09 -6.47109e-06 1.07296e-07 -1.25213e-08 5.21209e-08 -4.27808e-08 5.75837e-08 -1.23e-07 3.84066e-06 8.0241e-06 -4.01604e-06 1.19427e-08 -8.69734e-08 1.54748e-07 9.79743e-09 -1.45139e-07 -5.79155e-06
internal_weight=0 3101 3071 3051 53 2998 2925 2905 44 2861 73 2831 2791 2770 40 2742 2668 2648 2612 2590 2472 118 77 41 2450 2428 2295 2275 2249 95
internal_count=3121 3101 3071 3051 53 2998 2925 2905 44 2861 73 2831 2791 2770 40 2742 2668 2648 2612 2590 2472 118 77 41 2450 2428 2295 2275 2249 95
is_linear=0
shrinkage=0.1


Tree=5560
num_leaves=31
num_cat=0
split_feature=46 46 15 15 15 12 133 133 133 12 12 160 97 131 2 49 49 4 160 51 484 1 3 33 15 15 15 12 15 15
split_gain=1.04902e-07 1.54205e-07 1.24177e-07 6.78485e-07 5.54343e-07 3.4262e-07 3.56491e-07 5.0554e-07 4.13224e-07 2.91298e-07 3.36204e-07 2.59332e-07 2.66935e-07 3.91245e-07 3.48693e-07 3.52684e-07 2.82084e-07 3.58009e-07 4.00931e-07 3.45932e-07 2.48939e-07 3.92571e-07 2.27132e-07 2.1459e-07 2.5454e-07 4.64246e-07 2.77781e-07 4.87731e-07 4.05941e-07 3.2464e-07
threshold=0.10562000000000001 0.083550000000000013 -0.10203999999999998 -0.099734999999999976 -0.10653 0.11527000000000001 -0.37971999999999995 -0.13941499999999998 -0.085499999999999979 -0.095379999999999979 -0.091274999999999981 0.089015000000000011 -0.049229999999999996 0.091360000000000011 0.14753000000000002 0.14705000000000004 0.091860000000000011 0.50996500000000011 -0.077609999999999985 -1.0000000180025095e-35 -0.075319999999999984 0.080000000000000016 -0.020429999999999997 -1.0000000180025095e-35 -0.096999999999999989 -0.094549999999999981 -0.092489999999999989 0.087075000000000014 -0.091604999999999978 -0.088749999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -8 -9 -5 -11 12 -10 14 15 16 17 19 -19 -14 -21 -22 -13 -12 -25 -26 27 -27 -28 -30
right_child=-2 -3 3 9 -6 -7 7 8 11 10 23 22 13 -15 -16 -17 -18 18 -20 20 21 -23 -24 24 25 26 28 -29 29 -31
leaf_value=-1.1234762988115782e-05 6.4517158571106858e-06 -7.8741088582319221e-06 -1.70117945406408e-05 8.2419905028495483e-06 1.3387166211487057e-05 1.1934569509321592e-05 1.1627159408602126e-05 -1.1531506543032002e-05 -9.7408490637462824e-06 -1.1568075389662297e-05 9.6953375677086029e-06 2.9045145724508491e-07 1.7330441346530281e-05 1.1539457036400192e-05 -8.9762737076171113e-06 1.2902947963556034e-05 -8.2155853198173643e-06 2.9748644749361122e-06 -1.4123259416010115e-05 -5.7229715384892191e-06 1.7816172476159409e-05 1.5325069964826088e-06 -1.4249146252474194e-05 -9.5381651370754034e-06 1.0852188371532784e-05 -1.9289094303704112e-05 1.1431513639763581e-05 3.2387555108925882e-07 -6.4551429143581881e-06 -4.6873098342039366e-08
leaf_weight=27 25 25 24 41 36 25 38 31 20 26 22 22 20 39 32 27 30 32 24 25 20 57 21 29 38 21 30 32 82 2200
leaf_count=27 25 25 24 41 36 25 38 31 20 26 22 22 20 39 32 27 30 32 24 25 20 57 21 29 38 21 30 32 82 2200
internal_value=0 -5.20982e-08 1.15782e-08 -2.7751e-07 1.4103e-06 5.30368e-07 -8.27612e-08 6.04691e-07 -4.42443e-07 -1.18199e-07 -2.56411e-07 4.89158e-07 1.45197e-06 2.18352e-06 8.16927e-07 2.15047e-06 7.54715e-07 2.26656e-06 -4.3529e-06 5.30501e-06 2.94708e-06 5.76203e-06 -6.81028e-06 -1.36565e-07 -2.25505e-07 -1.13117e-07 -2.89304e-07 -7.4473e-06 -1.25215e-07 -2.77144e-07
internal_weight=0 3096 3071 2545 526 490 465 438 400 2521 2480 369 326 306 267 235 208 178 56 122 102 77 43 2454 2432 2403 2365 53 2312 2282
internal_count=3121 3096 3071 2545 526 490 465 438 400 2521 2480 369 326 306 267 235 208 178 56 122 102 77 43 2454 2432 2403 2365 53 2312 2282
is_linear=0
shrinkage=0.1


Tree=5561
num_leaves=31
num_cat=0
split_feature=156 475 46 44 1428 474 154 156 1425 47 0 16 3 47 0 471 49 156 160 13 52 42 48 13 1 1452 1455 482 482 482
split_gain=1.02711e-07 1.61686e-07 1.16608e-07 3.38516e-07 2.35508e-07 2.35403e-07 1.26307e-07 1.45225e-07 1.79615e-07 1.25548e-07 8.79011e-07 3.46451e-06 1.1621e-06 4.26309e-07 1.74123e-07 1.44263e-07 2.97168e-07 1.83696e-07 1.41273e-07 3.04839e-07 3.07541e-07 1.75724e-07 2.42797e-07 1.57286e-07 1.29004e-07 1.26822e-07 1.6344e-07 3.07258e-07 2.22413e-07 3.65456e-07
threshold=0.3248100000000001 0.13528000000000004 0.084955000000000017 0.10049500000000001 -0.071779999999999997 -0.42010499999999995 0.085530000000000009 0.12734000000000004 0.084940000000000015 0.092165000000000011 -0.10224499999999999 -0.13088499999999997 -1.0000000180025095e-35 0.088915000000000008 -0.24955499999999997 0.089900000000000022 0.093350000000000002 -0.087544999999999998 -0.016279999999999996 -0.074044999999999986 -0.0027449999999999996 -0.042239999999999993 0.10532000000000001 -0.074044999999999986 0.111945 -0.073879999999999987 -0.24112999999999998 0.11191500000000001 0.098105000000000012 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 7 8 9 13 11 24 18 14 -7 17 -17 -16 19 20 -12 -20 23 -23 -11 -19 -27 28 29 -28
right_child=-2 -3 3 -5 5 6 -8 -9 -10 10 12 -13 -14 -15 15 16 -18 25 21 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-9.5625384556814649e-06 -6.6579234755962451e-06 8.7942148162429011e-06 1.476778955293412e-05 -2.5370192221229308e-06 1.0546414475919891e-05 8.3621155499713489e-06 -7.6274591347927614e-06 -6.7224546363320316e-06 7.5018505796720094e-06 -3.4956056319620425e-06 -1.0760295365723022e-05 -4.581486732171297e-05 2.1563053742454487e-05 1.2463148728362024e-05 -8.0344048064003378e-06 1.4199484760302724e-05 -2.6236270146217155e-06 7.5296399328098324e-06 3.1668863888019893e-06 1.0077642090091732e-05 6.029946854368973e-06 -4.4177730366357087e-06 1.862478377696444e-06 -1.458579008299396e-05 6.0558982348142782e-06 8.6874293802317146e-06 3.29508340315492e-08 -8.9772351272516131e-06 7.7715922341465357e-06 -8.6942563359919091e-06
leaf_weight=26 23 21 20 26 21 25 22 32 32 26 24 21 25 28 29 21 21 22 30 29 20 32 29 29 31 21 2311 39 36 49
leaf_count=26 23 21 20 26 21 25 22 32 32 26 24 21 25 28 29 21 21 22 30 29 20 32 29 29 31 21 2311 39 36 49
internal_value=0 4.94299e-08 -1.02517e-08 4.98681e-06 -8.60897e-08 -4.09711e-09 -7.83467e-08 -2.22763e-08 5.08997e-08 -3.13744e-08 -1.98285e-06 -1.10931e-05 1.2768e-06 1.90623e-07 5.71221e-08 -2.43314e-08 5.78793e-06 -1.21705e-07 -1.35096e-06 2.11786e-06 -3.12837e-06 -3.46115e-06 -5.6705e-06 -9.25175e-06 1.69907e-06 -2.91025e-08 -9.68111e-08 -1.72568e-07 -2.92537e-08 -1.4825e-07
internal_weight=0 3098 3077 46 3031 3005 2984 2962 2930 2898 296 78 218 2602 2574 2549 42 2507 193 73 44 120 90 61 57 2478 2456 2435 2396 2360
internal_count=3121 3098 3077 46 3031 3005 2984 2962 2930 2898 296 78 218 2602 2574 2549 42 2507 193 73 44 120 90 61 57 2478 2456 2435 2396 2360
is_linear=0
shrinkage=0.1


Tree=5562
num_leaves=31
num_cat=0
split_feature=390 12 1186 43 43 132 50 1185 15 3 132 2 4 1213 13 40 13 13 1 0 403 401 3 403 4 401 42 129 52 4
split_gain=1.03094e-07 4.1528e-07 1.20475e-07 8.11766e-07 6.24298e-07 3.67238e-07 4.52866e-06 2.74731e-06 2.44518e-07 1.34649e-07 1.2788e-07 3.70949e-07 2.33134e-07 1.64187e-07 1.26959e-07 1.15044e-06 6.02249e-07 4.54176e-07 6.82684e-07 3.6016e-07 1.7081e-07 1.6954e-07 1.39496e-06 2.13331e-06 1.92668e-06 2.27877e-07 1.62955e-07 5.45167e-07 6.88791e-07 6.63264e-07
threshold=0.087590000000000015 0.088485000000000022 0.057025000000000006 -0.012164999999999999 -0.008069999999999999 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.092400000000000024 -0.52915999999999996 -0.41094499999999995 0.10381000000000001 -0.069999999999999993 1.0000000180025095e-35 0.24813000000000004 -0.24452499999999996 0.19762500000000002 0.11217000000000001 0.077565000000000009 -0.059114999999999994 0.62487500000000018 0.10022000000000002 -0.078724999999999976 -0.0047449999999999992 -0.074729999999999977 0.094540000000000013 -0.095859999999999987 0.080675000000000011 0.081010000000000013 -0.0078799999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 8 -7 10 -9 -1 12 13 -12 15 -11 17 20 -19 -16 21 25 23 -23 -24 26 27 -17 29 -29
right_child=1 -3 3 4 -6 7 -8 9 -10 14 11 -13 -14 -15 19 16 -18 18 -20 -21 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=5.9868216567338098e-06 -4.9813631865921103e-06 1.3260241275230118e-05 6.5100460282780826e-06 -2.5717385982542987e-05 -1.3335931422867968e-06 -3.719449975505995e-05 4.930752114660209e-05 -8.1737228538258935e-06 -1.0278356967319269e-05 2.4075335322777394e-05 -5.8110004488298728e-06 -1.3389025270953424e-05 8.9018079936901503e-06 4.0714710362878797e-06 1.3377513251696421e-07 1.4079091101198822e-05 -1.4857468563099652e-05 1.7615749859162732e-05 -5.1908248029316646e-06 -1.4759155993198711e-05 9.1652238279493775e-06 5.7365001810938806e-06 3.1311279019383795e-05 -3.2711897504654078e-05 -6.612218321360824e-06 9.7617417395667878e-06 -2.2598834599278043e-07 -2.1769339340001656e-05 9.5639745155678545e-06 9.6454370687945015e-07
leaf_weight=34 24 26 39 21 21 20 20 20 24 20 40 20 30 29 62 35 27 35 21 22 20 27 21 31 37 24 2278 21 39 33
leaf_count=34 24 26 39 21 21 20 20 20 24 20 40 20 30 29 62 35 27 35 21 22 20 27 21 31 37 24 2278 21 39 33
internal_value=0 4.50427e-06 -7.33312e-08 -3.87875e-06 -1.35255e-05 2.97587e-08 4.20268e-06 -2.64572e-07 -8.93911e-07 1.78163e-09 5.78159e-07 -9.67173e-07 1.54229e-06 -1.6575e-06 6.1175e-08 1.81649e-07 1.25163e-09 1.54259e-07 9.06328e-06 -3.76675e-06 -4.01702e-08 -1.12483e-07 -3.8474e-06 -1.48135e-05 7.1187e-06 6.58096e-08 -3.09079e-08 3.44091e-06 -5.62701e-07 -7.87641e-06
internal_weight=0 50 3071 81 42 2990 197 2793 177 2773 153 119 99 69 2753 2669 2649 2622 56 84 2566 2546 116 58 58 2430 2406 128 93 54
internal_count=3121 50 3071 81 42 2990 197 2793 177 2773 153 119 99 69 2753 2669 2649 2622 56 84 2566 2546 116 58 58 2430 2406 128 93 54
is_linear=0
shrinkage=0.1


Tree=5563
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 12 130 39 33 15 47 47 47 1456 159 40 0 12 1 15 3 52 471 1419 4 1420 133 16 1366 484 475
split_gain=1.18475e-07 9.86125e-07 2.61327e-07 2.76215e-07 1.06954e-07 3.08636e-07 1.42822e-07 4.03953e-07 3.15946e-07 2.08967e-07 1.26903e-06 1.22887e-06 1.87484e-07 2.50041e-07 1.92688e-07 2.13313e-07 2.87322e-07 1.74457e-07 2.61259e-07 1.56606e-07 2.45862e-07 1.47903e-07 3.17236e-07 7.44731e-07 3.98095e-07 1.53359e-07 1.83313e-07 1.27592e-07 1.76774e-07 1.28416e-06
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 0.23631000000000002 -0.22461999999999996 -1.0000000180025095e-35 -0.012019999999999998 -0.073184999999999986 0.094160000000000008 0.096850000000000006 0.089785000000000018 -0.079429999999999987 0.085035000000000013 -0.049474999999999998 -0.061629999999999997 0.086305000000000007 0.10727500000000002 -0.13578499999999996 -0.077774999999999983 -0.0027449999999999996 0.10338500000000002 0.086505000000000012 -0.012164999999999999 -0.082399999999999987 -0.50375999999999987 -0.080789999999999987 -0.082814999999999986 0.086135000000000017 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 8 -8 -7 11 -11 21 -12 14 -14 17 -17 19 -19 20 -16 22 24 -24 -9 26 -26 -27 -29 -30
right_child=1 4 -4 -5 -6 6 7 9 -10 10 12 -13 13 -15 15 16 -18 18 -20 -21 -22 -23 23 -25 25 27 -28 28 29 -31
leaf_value=3.7961204019655673e-07 2.1761749216931917e-05 1.0708566329682341e-05 -1.2571171348761047e-05 -1.0495496666054452e-05 -6.7789465822937462e-06 -2.2832313410011313e-06 -1.2296418248701635e-05 -1.323261166283413e-05 1.4512452667943202e-05 2.456276914699629e-05 -8.5242862388397393e-06 -1.8905909668579364e-05 8.7065697812249713e-06 1.1012983244048276e-05 -3.5030082323587248e-06 -1.5773720308516205e-05 9.738545703017043e-07 -3.5452313940450864e-06 1.0148079036298441e-05 -9.3901083086426043e-06 9.2222184569188609e-06 -7.8453871500035657e-06 -2.3597623125429633e-06 1.9983368495629222e-05 1.1728330302200145e-05 7.2862403612816706e-06 -1.2345782261036222e-06 -5.0596332259581477e-07 2.4832312255571398e-05 -6.4867080790501042e-09
leaf_weight=173 21 27 22 27 23 24 27 23 21 24 21 35 24 24 49 20 21 22 38 21 22 24 35 26 24 23 20 2018 23 219
leaf_count=173 21 27 22 27 23 24 27 23 21 24 21 35 24 24 49 20 21 22 38 21 22 24 35 26 24 23 20 2018 23 219
internal_value=0 1.70502e-07 -2.22645e-06 -1.08853e-06 1.29568e-08 6.76727e-08 -3.392e-08 -1.24287e-07 5.55475e-06 -5.03864e-09 2.55393e-06 -3.0134e-07 5.37851e-07 1.3275e-06 2.56291e-07 -7.9452e-07 -7.19569e-06 9.32112e-07 5.1272e-06 -1.80381e-06 4.4002e-07 -3.39232e-08 4.38351e-08 7.16354e-06 -1.40974e-07 -1.15769e-08 5.8361e-06 -1.24279e-07 -1.99695e-07 2.35423e-06
internal_weight=0 2899 222 200 2878 2855 2828 2783 45 2756 286 2470 262 241 217 193 41 152 60 92 71 2435 2411 61 2350 2327 44 2283 2260 242
internal_count=3121 2899 222 200 2878 2855 2828 2783 45 2756 286 2470 262 241 217 193 41 152 60 92 71 2435 2411 61 2350 2327 44 2283 2260 242
is_linear=0
shrinkage=0.1


Tree=5564
num_leaves=31
num_cat=0
split_feature=130 121 12 133 9 4 9 34 11 132 15 393 50 41 12 2 2 399 45 1456 12 1208 1208 42 402 2 1210 1210 42 52
split_gain=1.25316e-07 3.81543e-07 1.75703e-07 4.3754e-07 3.53327e-07 4.11625e-07 2.30554e-07 3.1649e-07 4.02616e-07 1.49291e-07 3.03739e-06 1.42215e-06 5.24429e-07 1.78578e-07 4.53757e-07 1.3844e-07 1.94748e-07 1.82445e-07 1.25935e-07 1.5209e-07 1.35158e-07 2.01628e-07 2.57402e-07 3.6556e-07 1.03541e-06 8.68263e-07 5.92662e-07 2.32903e-07 2.03962e-07 5.69549e-07
threshold=-0.23647499999999996 -0.088279999999999983 0.12757000000000002 0.017095000000000003 0.092890000000000014 0.50194500000000009 0.088235000000000022 -0.08786999999999999 -1.0000000180025095e-35 -0.083284999999999984 0.091915000000000011 0.12679500000000002 0.08461500000000001 0.086565000000000017 0.08486500000000001 0.10497000000000002 0.090675000000000019 0.090145000000000017 0.084355000000000013 0.12676500000000004 0.11586 0.11846000000000001 0.106285 0.11603500000000001 -0.09849999999999999 0.091055000000000011 -0.3960249999999999 -0.094799999999999982 0.10306000000000001 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -6 7 -3 -9 10 12 13 15 18 -15 16 17 -10 19 20 21 22 23 26 25 -25 -11 -28 -29 -30
right_child=1 2 3 -5 5 -7 -8 8 9 11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-7.8902822599502547e-06 1.2354820079053755e-05 1.0596318038226725e-05 -1.3097256727606318e-05 2.9456927550467407e-06 1.8201955955864043e-05 -1.1624314148710776e-06 -9.4428505620341573e-06 -1.3563149760061195e-05 2.3386846997567204e-06 -1.6554403125403706e-05 3.524788925278699e-05 -2.6745486584331955e-05 -1.7270207954425133e-05 1.6767932622356469e-05 -1.8882198130398821e-06 6.168804502286894e-06 -1.0543053040237283e-05 -8.0949126554298261e-06 5.4013083105773395e-06 -7.6506703264924552e-06 -6.1895645406669551e-06 9.5128144866149256e-06 -1.0000560766561998e-05 -1.1909675049537328e-05 2.5719771652109644e-05 1.305766420850537e-05 8.6898862355155862e-06 8.4854049476412618e-09 2.6648286861819499e-07 -1.7325053394975281e-05
leaf_weight=20 25 28 34 34 23 21 26 22 83 22 25 20 20 22 32 29 20 21 41 27 36 22 26 30 21 26 30 2246 63 26
leaf_count=20 25 28 34 34 23 21 26 22 83 22 25 20 20 22 32 29 20 21 41 27 36 22 26 30 21 26 30 2246 63 26
internal_value=0 5.08866e-08 -4.91129e-08 -5.07578e-06 6.45219e-08 8.95986e-06 -6.75277e-08 1.54398e-08 -8.63693e-08 1.62931e-08 2.66639e-06 -1.7877e-07 -2.04192e-06 2.02319e-08 5.71243e-06 -5.12945e-08 -1.506e-06 2.31901e-07 -9.72677e-08 -1.84818e-07 -1.05706e-07 -1.85165e-08 -1.02729e-07 1.71233e-09 6.78343e-06 -3.17696e-07 -2.17053e-07 -6.50774e-08 -1.77561e-07 -4.87262e-06
internal_weight=0 3101 3076 68 3008 44 2964 2938 2910 2888 198 2690 173 2670 54 153 124 104 2616 2575 2548 2512 2490 2464 77 56 2387 2365 2335 89
internal_count=3121 3101 3076 68 3008 44 2964 2938 2910 2888 198 2690 173 2670 54 153 124 104 2616 2575 2548 2512 2490 2464 77 56 2387 2365 2335 89
is_linear=0
shrinkage=0.1


Tree=5565
num_leaves=31
num_cat=0
split_feature=393 403 1208 1208 1210 4 1210 1429 1417 11 11 51 3 155 155 475 474 156 156 2 156 12 1429 49 156 1372 156 16 156 3
split_gain=1.15421e-07 7.59506e-07 1.05169e-07 2.87212e-07 2.44548e-07 9.84159e-07 2.1331e-07 1.02612e-07 2.8302e-07 1.7136e-07 5.52426e-07 6.16546e-07 8.2291e-07 4.80748e-07 1.43712e-07 1.54725e-07 1.64416e-07 1.59413e-07 1.443e-07 4.41599e-07 4.07373e-07 2.76185e-07 2.34137e-07 6.35932e-07 2.64749e-07 1.52869e-07 2.92214e-07 5.75033e-07 4.89406e-07 1.65579e-07
threshold=0.10856500000000001 -0.074254999999999988 0.11531000000000001 0.10233500000000001 -0.14310999999999999 -0.07958999999999998 -0.094799999999999982 0.12521000000000002 -0.080324999999999994 0.090070000000000025 0.095165000000000013 -0.057604999999999996 -0.15121499999999996 0.13949000000000003 0.11854500000000001 -0.10664 -0.098344999999999974 0.11850000000000001 0.09747500000000002 0.093680000000000013 0.092820000000000014 0.089625000000000024 -0.011139999999999999 0.086395000000000013 0.090100000000000013 -0.065504999999999994 0.087720000000000006 -0.008069999999999999 0.086340000000000014 -0.094299999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -6 8 -8 13 -11 -12 -13 14 15 -10 -17 18 20 -20 22 -21 23 -18 25 -24 28 -28 29 -27
right_child=1 -3 -4 -5 6 -7 7 -9 9 10 11 12 -14 -15 -16 16 17 -19 19 21 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-2.1176794295267124e-05 1.4043712111412209e-05 -1.0283700253023112e-05 -6.0742164946689097e-06 9.4003326502445368e-06 9.5790018369133704e-06 8.8589406914252329e-06 -1.1437237447932025e-05 7.0494726287506637e-06 -6.3175208538268636e-06 1.8897260022185948e-05 1.406111627643854e-05 -1.9380424737391878e-05 6.2980324733311696e-06 -1.4915729182327843e-05 7.4727972219079675e-06 8.5573647414672788e-06 2.0230186685239463e-05 -8.0709466610642278e-06 1.2196409075290592e-05 -7.0800527276554251e-06 -1.3746277436026006e-05 5.831418936092329e-06 -6.3825902938524929e-06 -4.4077109650557263e-06 -9.3881034166359664e-06 2.0571313620603827e-06 1.8761642476198642e-05 -2.5121095337386511e-06 -1.3293810661707539e-05 -3.3749717876422783e-07
leaf_weight=24 33 21 29 32 23 20 22 20 40 20 22 24 26 22 25 22 20 25 38 37 22 30 38 22 31 337 24 27 28 2017
leaf_count=24 33 21 29 32 23 20 22 20 40 20 22 24 26 22 25 22 20 25 38 37 22 30 38 22 31 337 24 27 28 2017
internal_value=0 4.58305e-06 -8.07014e-08 -2.34887e-08 -1.23809e-07 -7.52419e-06 -1.38775e-08 -8.89494e-08 -1.37859e-07 -5.20512e-08 4.19466e-06 1.106e-07 -6.02763e-06 -1.91337e-07 -7.49388e-08 -1.43356e-07 -5.24922e-08 -1.22751e-07 -4.83573e-08 3.58518e-06 -1.97041e-07 -1.2988e-06 -7.98696e-08 7.32462e-06 -2.04166e-07 -8.89483e-08 9.34945e-09 7.49907e-06 -1.5101e-07 5.31923e-09
internal_weight=0 54 3067 3038 3006 44 2962 2939 2919 2897 92 72 50 2805 2783 2758 2718 2696 2671 105 2566 67 2544 42 2502 2471 2433 51 2382 2354
internal_count=3121 54 3067 3038 3006 44 2962 2939 2919 2897 92 72 50 2805 2783 2758 2718 2696 2671 105 2566 67 2544 42 2502 2471 2433 51 2382 2354
is_linear=0
shrinkage=0.1


Tree=5566
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 49 2 2 399 1204 43 130 121 33 12 133 142 11 1 1 9 3 479 1 1 1 1374 160 160 1374 160
split_gain=1.11938e-07 8.51756e-07 3.07195e-07 1.85498e-07 1.09394e-07 2.18891e-07 3.30594e-07 2.30816e-07 1.08991e-07 1.65261e-07 1.04248e-07 3.0984e-07 1.45616e-07 1.20337e-07 3.92499e-07 3.11715e-07 5.65239e-07 1.45083e-07 2.71836e-06 1.16823e-06 1.27977e-06 7.98466e-07 1.23486e-06 5.47203e-07 9.0613e-07 3.84166e-07 5.77777e-07 8.38959e-07 3.3605e-07 3.04186e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.10211000000000002 0.10136500000000002 0.089125000000000024 0.085965000000000014 -0.0030749999999999996 -0.0087399999999999995 -0.23647499999999996 -0.088279999999999983 -0.044254999999999996 0.12757000000000002 0.032270000000000007 -0.057499999999999989 -1.0000000180025095e-35 0.09253500000000002 0.091785000000000019 0.089995000000000006 -0.014944999999999998 0.093525000000000011 0.093205000000000024 0.093890000000000015 0.094465000000000007 0.089635000000000006 -0.55323499999999981 -0.53908999999999996 -0.035729999999999991 0.090980000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 9 -9 -3 -12 -13 15 -15 -14 -17 18 25 21 -21 22 -19 -24 -25 26 -18 -28 -26 -30
right_child=1 10 -4 -5 -6 -7 -8 8 -10 -11 11 12 13 14 -16 16 17 19 -20 20 -22 -23 23 24 28 -27 27 -29 29 -31
leaf_value=-7.8792695199404592e-06 2.0232118376519621e-05 -7.1752622761778182e-06 -1.2606390306245885e-05 -9.7224797736132695e-06 6.3481375550509255e-06 -9.3409864457498781e-06 1.2356203810289421e-05 -3.8602499498833993e-07 -3.8107551021808335e-06 1.1607225605985151e-05 1.1153515872138088e-05 8.2680493938997178e-06 1.1854590890049044e-05 -1.5388780056604274e-05 2.4364068303839305e-06 -1.6439540762630278e-05 -1.29169895171799e-05 -2.3044634556002997e-05 -3.1972453643902558e-05 -5.3682702855439851e-07 3.4808579290429844e-05 2.0022190029749253e-05 1.6386334361110737e-05 -2.0982211253794958e-05 1.2760746019260049e-05 1.1215481737660109e-05 1.6102184144983766e-05 -2.4024899664204982e-07 7.9080117319538174e-07 -7.0064710893415468e-06
leaf_weight=36 21 20 25 21 25 25 21 27 22 20 25 21 22 21 30 21 35 23 27 20 21 20 21 20 22 30 32 1712 681 54
leaf_count=36 21 20 25 21 25 25 21 27 22 20 25 21 22 21 30 21 35 23 27 20 21 20 21 20 22 30 32 1712 681 54
internal_value=0 1.65734e-07 -2.16415e-06 -8.38992e-07 2.20969e-07 -7.93463e-07 9.02475e-07 -1.38827e-06 1.99834e-06 4.71749e-06 1.93153e-08 6.96623e-08 -2.81479e-08 -9.01039e-08 -4.90338e-06 -1.19521e-09 -9.64224e-08 2.98489e-08 -4.76537e-07 1.08396e-06 1.75669e-05 2.80391e-07 -2.0053e-07 4.57884e-07 2.73853e-08 -6.44918e-09 -1.95689e-07 5.96122e-08 5.8246e-07 2.1794e-07
internal_weight=0 2899 222 197 176 151 126 105 69 47 2878 2858 2833 2812 51 2761 2739 2718 1836 882 41 841 821 798 777 1809 1779 1744 757 735
internal_count=3121 2899 222 197 176 151 126 105 69 47 2878 2858 2833 2812 51 2761 2739 2718 1836 882 41 841 821 798 777 1809 1779 1744 757 735
is_linear=0
shrinkage=0.1


Tree=5567
num_leaves=31
num_cat=0
split_feature=9 12 33 34 9 1 15 15 2 2 1 15 453 132 124 0 0 0 4 2 49 484 16 15 390 1 47 4 12 132
split_gain=1.4097e-07 6.50092e-07 4.61995e-07 1.70639e-07 1.9538e-07 2.93207e-07 3.54764e-07 1.51187e-07 1.90081e-06 7.72314e-07 2.00169e-06 3.86962e-07 2.46906e-07 2.77349e-07 2.49136e-07 3.23816e-07 1.02633e-06 4.02284e-07 4.32697e-07 4.86169e-07 6.16087e-07 2.46219e-07 2.86931e-07 2.20225e-07 2.29878e-07 2.19756e-07 2.07481e-07 2.58864e-07 2.04463e-07 2.13635e-07
threshold=0.092235000000000011 -0.010834999999999999 -0.018454999999999996 -0.097449999999999981 -0.092939999999999981 0.16540500000000002 -0.56020999999999987 -0.10203999999999998 -0.0050599999999999994 -0.0050599999999999994 0.095950000000000021 -0.099734999999999976 0.084790000000000018 0.091615000000000016 -0.086724999999999983 -0.10096999999999999 -0.09595999999999999 -0.11437499999999999 0.41816000000000003 0.10402500000000002 0.10084500000000002 -0.075319999999999984 -0.095094999999999985 -0.096999999999999989 0.088375000000000023 0.13657000000000002 0.089785000000000018 0.50996500000000011 -0.095379999999999979 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6 8 -8 10 -9 -11 13 14 -10 17 -17 18 19 20 -16 -18 25 -13 28 -23 27 -24 -25 -30
right_child=1 -3 3 4 5 -7 7 9 12 11 -12 23 -14 -15 15 16 21 -19 -20 -21 -22 22 26 24 -26 -27 -28 -29 29 -31
leaf_value=1.5239776994349086e-05 7.9337646718119256e-06 -1.3967057205291262e-05 9.1978156741845407e-06 -9.2511311460997529e-06 -1.1942475543037289e-05 1.2068427145095485e-05 3.1845681587583388e-05 -3.6410223592178056e-05 -6.9041373484240815e-06 1.3513763633454801e-05 1.5555635092446541e-06 -8.3602984005892719e-06 -9.1403177293614135e-06 -8.1701646484860595e-06 -1.9812961874357335e-06 -2.1869487827643752e-05 -5.5818604465684986e-06 1.5140532362108519e-05 1.3180885278529787e-05 -8.887372644476972e-06 1.9263610868490237e-05 -8.2709203879858255e-06 2.021334519006566e-05 7.4668084458348207e-06 8.6893827089321951e-06 5.6052523610733698e-06 1.9984638399250801e-06 4.6912851584714925e-06 3.2928200242832163e-06 -4.9356452126966572e-07
leaf_weight=20 23 33 20 23 25 20 20 21 31 21 41 32 26 31 39 20 32 35 32 39 21 25 22 35 30 21 32 21 160 2170
leaf_count=20 23 33 20 23 25 20 20 21 31 21 41 32 26 31 39 20 32 35 32 39 21 25 22 35 30 21 32 21 160 2170
internal_value=0 -4.97208e-06 9.08507e-08 -8.6496e-09 -6.95188e-08 8.26668e-10 -8.01096e-08 2.01809e-08 1.71458e-06 -2.8157e-07 -1.13038e-05 -2.41199e-09 3.03285e-07 9.15588e-07 1.67683e-06 2.46152e-06 -5.65957e-07 5.61665e-06 3.07211e-06 -1.95376e-07 5.45442e-06 2.21882e-06 4.28181e-06 -1.19363e-07 -9.25429e-09 -1.93615e-06 8.09549e-06 1.26328e-05 -1.19596e-07 -2.33555e-07
internal_weight=0 56 3065 3045 3025 3002 2982 2957 447 2510 62 2448 427 401 370 339 173 166 131 99 60 153 121 2427 2395 46 75 43 2365 2330
internal_count=3121 56 3065 3045 3025 3002 2982 2957 447 2510 62 2448 427 401 370 339 173 166 131 99 60 153 121 2427 2395 46 75 43 2365 2330
is_linear=0
shrinkage=0.1


Tree=5568
num_leaves=31
num_cat=0
split_feature=480 0 12 43 481 13 0 13 483 0 12 483 481 1456 12 4 481 481 481 158 3 51 4 9 10 1 474 157 475 52
split_gain=1.18485e-07 5.34378e-07 9.68436e-07 4.92166e-07 1.54996e-07 8.93772e-07 1.24338e-06 1.1481e-06 1.75832e-07 8.35791e-07 7.20299e-07 3.11169e-07 2.94424e-07 2.60182e-07 3.73937e-07 2.58513e-07 2.4488e-07 4.47403e-07 2.05413e-07 3.68031e-07 2.95182e-07 2.00195e-07 1.89456e-07 1.58525e-07 3.74615e-07 2.6861e-07 1.46397e-07 2.60673e-07 1.87449e-07 1.01711e-06
threshold=0.10344000000000002 -0.079829999999999998 0.097325000000000009 -0.077319999999999986 -0.086484999999999992 -0.085744999999999988 -0.086554999999999979 -0.081434999999999994 0.098395000000000024 -0.064339999999999994 0.23631000000000002 0.095980000000000024 -0.085474999999999982 -0.074164999999999995 0.089735000000000023 0.62931500000000018 -0.081614999999999979 -0.079504999999999978 -0.073474999999999985 0.12212000000000002 -0.075944999999999985 -0.43587999999999999 0.6227450000000001 0.092235000000000011 0.0036750000000000007 0.13075500000000004 -0.26322499999999993 0.23903500000000003 -0.086279999999999982 -0.026204999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 6 -1 -7 10 13 11 12 -6 -10 -15 16 -14 -18 -19 21 -21 -20 23 24 26 -25 -23 28 29 -28
right_child=1 2 -4 -5 8 7 -8 -9 9 -11 -12 -13 15 14 -16 -17 17 18 19 20 -22 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=8.7530456461046506e-06 -2.2588513526161913e-05 2.0223227284077439e-05 -9.5716276443151105e-06 -6.6940232500201103e-07 -1.1415946368209047e-05 3.0437823757396968e-05 -2.3962554959802046e-05 -8.9205059339292347e-08 6.7160319451579343e-06 2.133476529644957e-05 -1.9102400483461682e-05 1.2069961268848384e-05 9.8936708527617168e-06 2.8646338784290911e-06 -1.1849518015820182e-05 -9.7912387866893351e-06 -1.4251486839549961e-05 9.9189568399673413e-06 8.0036005101646889e-06 -1.7270443363899673e-05 -8.8913762552196711e-07 -7.4054959137962825e-06 9.7400086588095295e-06 -1.3748757898859121e-05 9.7954187457943568e-06 2.2637643996858972e-06 2.7463344881182602e-06 1.0369066575321995e-05 6.3492620282641365e-08 -2.0749844755603895e-05
leaf_weight=26 21 20 24 20 23 22 21 28 37 22 20 21 25 39 31 27 22 21 32 22 22 27 20 22 39 20 58 24 2338 27
leaf_count=26 21 20 24 20 23 22 21 28 37 22 20 21 25 39 31 27 22 21 32 22 22 27 20 22 39 20 58 24 2338 27
internal_value=0 -3.68237e-06 3.97149e-06 -1.18963e-05 1.03085e-07 4.03608e-06 -5.86456e-06 1.33427e-05 -2.6721e-08 3.58328e-06 -1.92447e-07 -5.6892e-08 -1.48862e-07 -6.65529e-08 -3.65163e-06 -5.44906e-08 4.21965e-08 -4.9224e-08 6.77108e-08 -1.03263e-08 -9.07979e-06 1.42745e-07 4.50566e-08 -3.08335e-08 7.0998e-08 -6.12375e-06 -8.22973e-08 -1.49369e-09 -1.04215e-07 -4.71716e-06
internal_weight=0 85 44 41 3036 97 47 50 2939 129 2810 2790 2769 107 70 2746 2719 2694 2672 2651 44 2607 2575 2555 2513 42 2474 2447 2423 85
internal_count=3121 85 44 41 3036 97 47 50 2939 129 2810 2790 2769 107 70 2746 2719 2694 2672 2651 44 2607 2575 2555 2513 42 2474 2447 2423 85
is_linear=0
shrinkage=0.1


Tree=5569
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 401 403 43 133 1210 400 400 3 43 43 43 3 1213 1213 4 1212 1212 13 2 160 1213 1213 401 403 402 1213
split_gain=1.16206e-07 6.85544e-07 2.52993e-07 1.50517e-07 1.08539e-07 3.88651e-07 3.82895e-07 2.76459e-07 2.75883e-07 1.15265e-07 1.83693e-07 2.57639e-07 1.28497e-07 5.7277e-07 4.66427e-07 1.56915e-06 2.54502e-07 2.95749e-07 1.40298e-06 1.93721e-07 7.80477e-07 4.53655e-07 5.18016e-07 3.88538e-07 2.14499e-07 2.91427e-06 1.64399e-06 1.42965e-06 2.49181e-06 2.68163e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.078179999999999986 -0.072624999999999981 0.05259500000000001 0.51114000000000004 0.24726500000000004 -0.39724499999999996 -0.080619999999999983 -0.087429999999999994 0.062770000000000006 0.05259500000000001 0.08845500000000002 -0.081054999999999974 0.23509000000000002 0.093235000000000026 -0.081114999999999979 0.087615000000000012 0.089995000000000019 -0.083894999999999983 0.08734500000000002 -0.57146499999999989 -0.084619999999999987 -0.088159999999999974 0.10956 -0.0047449999999999992 -0.0060099999999999989 -0.41776999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 -7 8 9 -6 11 -11 13 16 15 -14 17 19 -19 23 -21 -22 -23 -12 25 27 -26 -25 -29 -30
right_child=1 4 -4 -5 7 6 -8 -9 -10 10 12 -13 14 -15 -16 -17 -18 18 -20 20 21 22 -24 24 26 -27 -28 28 29 -31
leaf_value=-4.7652220666352918e-08 1.8171201979081768e-05 1.2713432188320439e-05 -1.1681383612085482e-05 -9.0045887710792681e-06 -7.6119032928545491e-06 7.0605297070061265e-06 -9.6296279740012588e-06 -8.6561886119680643e-06 1.0720384318574361e-05 -1.2914118087792304e-06 1.3369126934941796e-05 1.4759722907911056e-05 4.1830281878870225e-06 1.618981475324042e-05 -7.1510513922193044e-08 -3.1709855522335386e-05 -1.0056252074718941e-05 -1.0449308273905446e-05 2.6558524145262449e-05 -1.8250185668625036e-05 1.2393974846721299e-05 5.3422270727218527e-06 -1.2939018709021771e-05 2.004790127330125e-05 5.779804646539017e-08 3.9178798951979848e-05 -2.6268778519048893e-05 -3.8726887955817803e-05 -3.9344936958514154e-06 7.7887185653935383e-06
leaf_weight=176 21 30 25 21 20 27 28 37 24 20 22 20 29 22 196 21 25 20 21 29 24 31 31 24 2031 20 24 20 50 32
leaf_count=176 21 30 25 21 20 27 28 37 24 20 22 20 29 22 196 21 25 20 21 29 24 31 31 24 2031 20 24 20 50 32
internal_value=0 1.68851e-07 -2.20503e-06 -1.00245e-06 3.74923e-08 3.55774e-06 -1.43628e-06 -6.96401e-08 4.56365e-08 -4.81387e-08 7.64124e-09 6.73416e-06 -9.30551e-08 1.27771e-07 -2.27079e-06 -1.0892e-05 -1.92196e-08 8.62557e-08 8.50592e-06 -6.13945e-08 -4.06348e-06 7.20405e-07 -3.7984e-06 1.45641e-07 1.34663e-08 3.71714e-06 -2.49666e-07 -1.9117e-06 -7.07866e-06 6.40418e-07
internal_weight=0 2899 222 197 2878 85 55 2793 2756 2732 2712 40 2672 2426 246 50 2404 2379 41 2338 115 86 62 2223 2201 146 2055 126 102 82
internal_count=3121 2899 222 197 2878 85 55 2793 2756 2732 2712 40 2672 2426 246 50 2404 2379 41 2338 115 86 62 2223 2201 146 2055 126 102 82
is_linear=0
shrinkage=0.1


Tree=5570
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1210 1210 52 52 2 52 393 52 2 52 403 52 16 1204 131 480 159 132 13 480 15 2 133 481 483 158 16
split_gain=1.09124e-07 2.33006e-07 1.35476e-07 2.49101e-07 1.52396e-07 1.09171e-07 5.63859e-07 1.20986e-06 6.27337e-07 4.02003e-07 3.91766e-07 1.62265e-06 4.69813e-07 9.50924e-07 3.87376e-07 2.9111e-07 3.0931e-07 3.19406e-07 1.05869e-06 8.84082e-07 1.41965e-06 6.83397e-07 3.76668e-07 4.78895e-07 1.45984e-06 8.64583e-07 6.13331e-07 5.54565e-07 1.90266e-06 3.57106e-07
threshold=0.12461500000000002 0.10837500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 0.089575000000000016 0.087555000000000008 0.086590000000000014 0.08709500000000002 0.11333500000000001 0.085815000000000016 0.084715000000000013 0.084505000000000011 -0.0038999999999999994 0.090645000000000017 0.15891500000000003 -0.066239999999999979 0.089415000000000008 0.11240000000000001 -0.10296999999999999 0.10027500000000002 -0.077799999999999994 0.091830000000000009 0.11461000000000002 0.096540000000000015 0.032270000000000007 -0.085749999999999979 0.10143000000000001 0.10654500000000001 0.042200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 -8 9 10 12 -12 -6 -14 -7 16 -16 18 22 21 -21 -19 23 26 -25 -26 -18 28 29 -28
right_child=-2 -3 -4 4 5 14 7 -9 -10 -11 11 -13 13 -15 15 -17 17 19 -20 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=9.7879039388387299e-06 -7.3629060742064211e-06 1.0075224955748444e-05 -6.4002909780494079e-06 -8.3348500642056348e-06 2.0039162542743316e-07 -1.3028578759461269e-05 -1.1026616403996297e-06 2.6808536862517944e-05 -1.4783650138789589e-05 1.3729923557548319e-05 -6.4101629072865769e-06 2.9345240016647786e-05 -4.5809430325196285e-07 -2.6576763430057328e-05 -1.1772729893974347e-05 -8.9992794131924308e-06 -1.54390569368843e-05 1.5466461759562943e-05 2.3796899879471314e-05 -3.4176446151182716e-05 7.8134482405490564e-07 -8.1973057643588866e-06 -1.276485437258435e-05 3.1352694559245723e-05 1.296567621466238e-05 -1.6438118182122709e-05 7.1693532197863601e-07 -1.3474830869269611e-05 3.0896460573006027e-05 -1.2700422169722341e-05
leaf_weight=26 20 23 33 22 2028 26 41 25 28 22 30 22 46 20 22 39 25 26 20 21 26 23 21 20 20 20 358 26 21 21
leaf_count=26 20 23 33 22 2028 26 41 25 28 22 30 22 46 20 22 39 25 26 20 21 26 23 21 20 20 20 358 26 21 21
internal_value=0 4.74879e-08 -2.74432e-08 4.16222e-08 -4.2314e-08 1.85588e-08 3.62598e-07 9.46976e-06 8.88858e-08 2.80966e-07 1.43093e-07 8.71712e-06 -6.98249e-08 -8.37284e-06 -1.04024e-06 -6.00612e-07 -1.11734e-07 2.84164e-07 1.21003e-06 -5.03959e-06 -1.48381e-05 4.35898e-06 3.60904e-07 9.00318e-07 9.29342e-06 -1.73622e-06 -2.1628e-07 6.77075e-07 1.59695e-06 -2.65066e-08
internal_weight=0 3101 3078 3045 3019 2997 2262 66 2196 2168 2146 52 2094 66 735 709 670 648 552 96 47 49 532 511 60 40 451 426 400 379
internal_count=3121 3101 3078 3045 3019 2997 2262 66 2196 2168 2146 52 2094 66 735 709 670 648 552 96 47 49 532 511 60 40 451 426 400 379
is_linear=0
shrinkage=0.1


Tree=5571
num_leaves=31
num_cat=0
split_feature=402 1212 1213 12 4 1213 394 1211 402 1210 401 1204 1203 1200 43 15 15 52 133 43 133 133 43 1210 0 16 2 2 2 0
split_gain=1.12934e-07 3.00081e-07 1.37321e-07 6.99872e-07 4.82259e-07 2.11623e-07 3.5173e-07 1.37795e-07 2.62941e-07 2.00419e-07 1.49221e-07 1.37393e-07 1.29466e-07 1.44782e-07 2.05602e-07 5.20637e-07 1.02867e-06 2.34732e-07 1.83408e-07 1.76699e-07 3.6609e-07 6.83435e-07 2.09694e-07 7.28999e-07 1.67308e-07 4.20263e-07 2.69196e-07 3.9248e-07 2.01163e-07 1.62106e-07
threshold=0.31278000000000006 0.15049500000000002 0.12699500000000002 0.095175000000000023 -0.07958999999999998 0.11076500000000002 0.264685 0.11671000000000002 -0.45454999999999995 0.26755500000000004 -0.099524999999999988 0.057120000000000011 -1.0000000180025095e-35 0.087860000000000008 0.084740000000000024 0.082685000000000022 0.091650000000000023 1.0000000180025095e-35 0.090665000000000009 0.0061450000000000003 -0.093189999999999981 -0.0077049999999999992 0.0034250000000000005 -0.13847499999999999 -0.10151999999999999 -0.095964999999999981 0.11548000000000001 0.10045500000000002 0.094215000000000007 -0.078904999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 7 8 -1 10 -10 12 -12 14 19 18 -17 -18 24 22 -21 -22 23 -14 28 -26 27 -27 -16 -23
right_child=-2 -3 3 -5 -6 -7 -8 -9 9 -11 11 -13 13 -15 15 16 17 -19 -20 20 21 29 -24 -25 25 26 -28 -29 -30 -31
leaf_value=8.2405442347073024e-06 7.3086339744761422e-06 -1.1962848787204298e-05 6.5181198067421071e-06 1.9737190415894259e-05 -1.2728456093337508e-05 -9.2352039937395611e-06 1.3220645960245748e-05 -7.6319624478552828e-06 -7.4603418195490829e-06 -9.8659292256169943e-06 7.0928308419892206e-06 -8.0497706048412334e-06 1.5659176933695563e-05 7.9050539674742897e-06 -2.9108684354165843e-06 -2.5379940988117327e-05 5.4514001817551618e-06 -8.5834716669937318e-06 8.6434675143788236e-06 -3.5923323290868816e-06 2.3732496248114679e-05 7.8206574744399405e-06 -7.3182114916610439e-06 -2.8621204111593415e-08 -1.2316390187509439e-05 -1.9477042389308527e-06 -8.3109670261668114e-06 1.4522857033783941e-05 9.67175840455807e-06 -4.9114335149624822e-06
leaf_weight=38 21 21 30 21 23 25 20 24 27 21 26 21 30 23 24 27 26 22 22 36 21 20 38 2346 35 39 24 23 27 20
leaf_count=38 21 21 30 21 23 25 20 24 27 21 26 21 30 23 24 27 26 22 22 36 21 20 38 2346 35 39 24 23 27 20
internal_value=0 -4.95125e-08 3.17412e-08 4.28743e-06 -1.83417e-06 -7.30579e-08 3.80577e-09 -8.54972e-08 -2.38095e-08 -1.32176e-07 -6.11264e-08 8.97138e-09 6.87924e-08 3.63897e-09 -6.17325e-08 -2.68921e-06 -9.76478e-06 -9.81249e-07 4.61923e-08 2.19745e-07 4.40457e-06 9.12405e-06 5.15899e-08 1.69457e-07 -1.05346e-06 -3.07828e-06 6.81419e-07 4.16234e-06 3.75052e-06 1.45461e-06
internal_weight=0 3100 3079 74 53 3005 2980 2960 2936 2898 2877 2850 2829 2803 2780 269 75 48 194 2511 97 61 2414 2376 172 121 86 62 51 40
internal_count=3121 3100 3079 74 53 3005 2980 2960 2936 2898 2877 2850 2829 2803 2780 269 75 48 194 2511 97 61 2414 2376 172 121 86 62 51 40
is_linear=0
shrinkage=0.1


Tree=5572
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 480 133 1 481 13 0 13 483 483 481 159 1447 481 481 43 481 456 456 1429 151 150 1429 133 43 3 1429
split_gain=1.08618e-07 3.00029e-06 1.61412e-06 6.72745e-07 1.11518e-07 5.09462e-07 1.04303e-06 1.45567e-07 7.44475e-07 9.99271e-07 9.0366e-07 1.64074e-07 2.46651e-07 1.69832e-07 8.57457e-07 2.25301e-07 2.92911e-07 1.65902e-07 3.90173e-07 1.56137e-07 1.4691e-07 2.17119e-07 1.84212e-07 9.14709e-07 8.7155e-07 5.60154e-07 2.16241e-07 5.19053e-07 2.62132e-07 4.46973e-07
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.10344000000000002 0.091935000000000003 0.092945000000000014 -0.086484999999999992 -0.085744999999999988 -0.086554999999999979 -0.081434999999999994 -0.47356499999999996 -0.30192499999999994 -0.081434999999999994 -0.025879999999999997 -0.086849999999999997 -0.076669999999999988 -0.050084999999999991 -0.077824999999999991 -0.010159999999999999 0.10512000000000001 0.094490000000000005 0.083725000000000008 -0.54526999999999981 0.10699000000000002 0.032755000000000006 0.085815000000000016 -0.084359999999999991 -0.10217499999999997 0.091270000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 7 6 -6 8 9 -4 -10 -9 -13 14 -14 -15 -17 18 -18 -19 21 22 23 -21 26 -25 28 -28 -24 -30
right_child=2 -3 4 -5 5 -7 -8 11 10 -11 -12 12 13 15 -16 16 17 19 -20 20 -22 -23 24 25 -26 -27 27 -29 29 -31
leaf_value=2.8951590359351199e-07 -2.7145944067735237e-05 3.8087841814904964e-05 8.0257525986291097e-06 -1.9053887513109657e-05 1.3230529438343102e-05 -1.5852157215097881e-05 -1.3550706171809697e-05 -9.0093023868575983e-06 2.7617696150628036e-05 -2.1303051202959891e-05 5.3466363689429797e-07 1.0626704684827102e-05 -1.4517382638783799e-05 8.0829964144868426e-06 1.0781980797349076e-05 -1.0554883850160808e-05 -3.4778220132076447e-06 -8.193953989694305e-06 1.5578622953233373e-05 2.1636008442555978e-05 -6.1703610864807733e-06 9.8485033049655616e-06 2.5419422212912149e-06 3.0610982455018843e-07 -1.9534041142900674e-05 -1.6506128831679236e-05 1.6798760795857314e-05 -1.8122587968544858e-06 -1.4366993360049996e-05 4.2782684238318326e-06
leaf_weight=178 22 21 26 20 33 24 26 20 22 21 28 22 37 35 21 26 21 23 22 20 37 23 45 2176 27 20 22 47 36 20
leaf_count=178 22 21 26 20 33 24 26 20 22 21 28 22 37 35 21 26 21 23 22 20 37 23 45 2176 27 20 22 47 36 20
internal_value=0 2.14749e-06 -1.62058e-07 -1.66436e-06 4.40688e-08 -3.56822e-06 1.42863e-06 1.51262e-07 3.95738e-06 -5.07861e-06 1.24512e-05 1.45243e-08 8.18663e-08 -5.41231e-09 -5.35727e-06 1.13975e-07 5.23617e-09 1.13374e-07 6.27199e-06 7.27657e-09 8.35517e-08 1.78541e-07 8.63701e-08 3.46883e-07 -2.84407e-06 1.52993e-07 -1.93308e-07 4.12169e-06 -3.14118e-06 -7.70797e-06
internal_weight=0 219 2902 198 2880 83 59 2797 97 47 50 2700 2680 2658 58 2600 2565 2539 43 2496 2473 2436 2413 2216 197 2196 170 69 101 56
internal_count=3121 219 2902 198 2880 83 59 2797 97 47 50 2700 2680 2658 58 2600 2565 2539 43 2496 2473 2436 2413 2216 197 2196 170 69 101 56
is_linear=0
shrinkage=0.1


Tree=5573
num_leaves=31
num_cat=0
split_feature=47 2 47 34 1456 158 10 10 9 132 1186 394 1203 151 151 475 150 51 151 42 150 49 148 456 456 1446 10 4 13 13
split_gain=1.09976e-07 1.05761e-06 3.65473e-07 1.68933e-07 1.53322e-07 1.91342e-07 1.48834e-07 2.80454e-07 5.11715e-07 1.32692e-07 3.44747e-06 1.47011e-06 3.91399e-07 1.5501e-07 4.95926e-07 9.78154e-07 1.0513e-06 5.93271e-07 3.94118e-07 3.40871e-07 4.13148e-07 3.08141e-07 2.16237e-07 1.65304e-07 3.94707e-07 2.80489e-07 2.16863e-07 3.3379e-07 2.3143e-07 8.44408e-07
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.112215 -0.079429999999999987 0.093740000000000018 0.11294000000000003 0.053330000000000009 0.087755000000000014 -0.083284999999999984 0.0044650000000000011 0.12358500000000001 0.087075000000000014 -0.085134999999999975 -0.085684999999999997 -0.085774999999999976 0.10874500000000002 -0.085164999999999977 -0.084084999999999979 0.08733500000000001 0.083555000000000004 -0.0072499999999999986 -0.08224999999999999 0.091580000000000009 0.089235000000000023 0.11787500000000002 -0.38124499999999995 0.62931500000000018 -0.13710499999999998 -0.10278499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -6 7 8 9 10 12 13 -5 14 15 -11 17 -17 -15 20 21 -19 -20 24 25 26 -24 28 -28 -30
right_child=1 4 -4 6 5 -7 -8 -9 -10 11 -12 -13 -14 18 -16 16 -18 19 22 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-7.9177280265587167e-06 -2.4007631272979781e-05 -8.3571199576743478e-06 1.3045056750177702e-05 -1.4040779416716475e-07 -3.8730824298613785e-07 9.740794412209653e-06 7.5689577729294641e-06 -8.9175083878538276e-06 1.4758458470017408e-05 -1.6603186398882559e-05 4.1903761621142627e-05 -2.7107066443932126e-05 -1.4441966728058603e-05 -1.3457924850709705e-05 1.7638691202819244e-05 -1.3039684790783213e-05 2.2838512042653748e-05 -6.8475661043555219e-06 9.6387620326232124e-06 -6.048452611700104e-06 1.4315700082662287e-05 7.3709609775412291e-06 8.7100395510922813e-06 6.914742836229518e-06 -1.3542620784144013e-05 1.1420940583255809e-05 -4.0906362678373283e-06 -1.2853663030823338e-05 1.5277845654458764e-05 -1.8446166018890368e-07
leaf_weight=26 20 22 22 147 277 20 27 34 24 27 20 20 22 22 20 26 25 27 23 29 39 35 27 33 22 21 141 21 36 1866
leaf_count=26 20 22 22 147 277 20 27 34 24 27 20 20 22 22 20 26 25 27 23 29 39 35 27 33 22 21 141 21 36 1866
internal_value=0 -1.70052e-06 2.07212e-07 1.04881e-07 -3.0196e-07 2.94719e-07 1.81175e-07 1.07488e-07 2.22284e-07 9.05863e-08 2.64398e-06 -1.05589e-07 -2.00215e-06 1.15735e-07 2.59836e-06 1.15217e-06 3.80076e-06 7.49838e-07 -1.40159e-07 3.50774e-06 6.2516e-06 1.17902e-06 -6.37372e-09 -1.08745e-07 -2.17355e-07 -7.85506e-08 -1.9404e-07 -3.10518e-07 -1.81587e-07 1.082e-07
internal_weight=0 339 2782 2760 319 297 2734 2707 2673 2649 189 2460 169 2440 228 208 181 156 2212 130 101 62 2190 2167 2134 2112 2091 2064 2043 1902
internal_count=3121 339 2782 2760 319 297 2734 2707 2673 2649 189 2460 169 2440 228 208 181 156 2212 130 101 62 2190 2167 2134 2112 2091 2064 2043 1902
is_linear=0
shrinkage=0.1


Tree=5574
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 1 15 9 97 31 34 9 10 2 16 16 51 402 43 1 151 42 42 12 15 151 13 151 13 45 0
split_gain=1.17897e-07 7.60905e-07 3.54784e-07 9.93805e-08 2.23987e-07 1.38086e-07 1.18495e-07 3.47463e-07 1.80441e-07 1.87749e-07 3.95972e-07 8.93287e-07 3.42463e-07 7.96685e-07 1.70763e-07 4.99888e-07 3.85969e-07 4.48902e-07 5.65445e-07 4.12403e-07 4.0148e-07 6.2873e-07 4.0086e-07 3.57235e-07 3.01905e-07 8.38764e-07 5.26196e-07 2.59199e-07 2.19599e-07 2.32059e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23123999999999997 0.16540500000000002 0.19724500000000003 -0.08619499999999998 -0.083924999999999986 -0.082169999999999979 -0.057544999999999992 0.091600000000000015 0.094860000000000014 -1.0000000180025095e-35 -0.014034999999999997 -0.15241499999999997 0.080335000000000018 0.095140000000000016 -0.092909999999999979 0.10956 0.0014250000000000003 0.091295000000000015 0.087405000000000024 0.089300000000000004 -1.0000000180025095e-35 -0.072119999999999976 -0.023499999999999997 -0.10380999999999999 -0.091054999999999983 0.094030000000000016 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 -5 -8 -10 12 -12 13 -11 15 16 17 18 -14 20 21 22 23 24 26 -26 -19 -22 29 -16
right_child=1 3 -4 4 -6 -7 8 -9 9 10 11 -13 14 -15 28 -17 -18 19 -20 -21 27 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-7.0228541913719877e-07 1.9136119746170673e-05 6.5787158034610274e-06 -1.2743737256317089e-05 -2.9813351297036663e-06 -9.6409998320723399e-06 6.3027183516948889e-06 -7.4500144812576998e-06 1.4865460984765379e-05 7.0640235183393981e-06 2.3343835709965789e-05 -2.5125162342192197e-05 3.4903359202568633e-06 -2.1376434094799196e-05 -4.8817672832512931e-06 2.9748100926321831e-06 -1.4947413696323305e-05 -1.4497832280540024e-05 8.1270414197899225e-06 2.1178712154323874e-06 -9.3441478924205516e-06 -1.3743587323915563e-05 2.13205127303289e-05 1.5453123815363641e-05 -8.1571543625724391e-06 -5.1176228492006815e-07 2.3347330739931711e-05 -1.4537186862071396e-05 3.8629233510443953e-07 -8.5685954429339154e-06 -5.5563243338552227e-08
leaf_weight=194 21 23 28 24 24 35 33 20 37 20 20 24 21 20 291 28 20 21 20 32 20 21 22 33 41 23 20 37 28 1920
leaf_count=194 21 23 28 24 24 35 33 20 37 20 20 24 21 20 291 28 20 21 20 32 20 21 22 33 41 23 20 37 28 1920
internal_value=0 1.70076e-07 -2.22103e-06 3.16856e-08 -2.10575e-08 6.04962e-08 -1.76432e-08 5.13084e-06 -9.99591e-08 -1.07529e-08 -1.08354e-07 -9.51671e-06 4.85706e-08 9.23103e-06 -9.28068e-08 -2.11749e-06 -1.03218e-06 -1.66223e-07 -9.9158e-06 1.31427e-06 2.74733e-06 5.05218e-06 2.91696e-06 9.18438e-07 3.77077e-06 8.0626e-06 -2.92868e-06 -4.57156e-06 2.3183e-07 3.43278e-07
internal_weight=0 2899 222 2878 2855 2831 2796 44 2752 2719 2682 44 2638 40 2598 359 331 311 41 270 238 181 160 138 105 64 41 57 2239 2211
internal_count=3121 2899 222 2878 2855 2831 2796 44 2752 2719 2682 44 2638 40 2598 359 331 311 41 270 238 181 160 138 105 64 41 57 2239 2211
is_linear=0
shrinkage=0.1


Tree=5575
num_leaves=31
num_cat=0
split_feature=50 132 1211 50 50 393 0 1 48 0 43 50 51 403 4 157 483 484 51 0 50 4 402 401 133 133 1208 16 130 2
split_gain=1.03236e-07 1.76548e-06 2.12201e-06 6.37731e-07 6.19101e-07 3.00118e-07 2.69948e-07 6.548e-07 8.45521e-07 5.36459e-07 3.07151e-07 3.58218e-07 3.45842e-07 3.09967e-07 2.94308e-07 2.5273e-07 2.43347e-07 4.68948e-07 2.28372e-07 2.2536e-07 2.21033e-07 1.88226e-06 2.4024e-07 3.03919e-07 9.6959e-07 6.67258e-07 5.57683e-07 2.36939e-07 2.06321e-07 2.18586e-07
threshold=0.090630000000000016 -0.083284999999999984 0.11048500000000001 0.09227500000000001 0.089915000000000009 0.11333500000000001 -0.087634999999999977 0.099660000000000012 0.082620000000000013 -0.085754999999999984 -0.025214999999999998 0.10377500000000002 -0.025069999999999999 -1.0000000180025095e-35 -0.012889999999999999 -0.073574999999999988 0.087520000000000014 -0.070054999999999992 0.10876000000000001 -0.07847999999999998 0.083090000000000011 -0.083439999999999986 -0.45454999999999995 -0.06959499999999999 0.41553500000000004 0.40945500000000007 0.097165000000000015 -0.072359999999999994 -0.23123999999999997 0.31765000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 20 7 8 16 -8 11 -11 -13 -12 15 -14 17 -5 -19 -16 22 -22 27 -24 25 26 28 -1 -25 -30
right_child=1 2 -4 6 -6 -7 9 -9 -10 10 13 12 14 -15 19 -17 -18 18 -20 -21 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-6.5266475220679161e-07 2.4836213267652362e-05 1.7013348202453925e-05 -2.6882778334831009e-05 -1.5399810863162398e-05 -1.7353944169718447e-05 -1.1245241951485241e-05 1.4881934147994007e-05 1.1784498908057756e-05 -2.4515411241736728e-05 -1.087794553848867e-05 1.6550915424886626e-05 1.2408001653273547e-05 -1.5152265287228645e-05 2.3400730944789568e-06 1.1910045809599979e-05 -5.8925022760656875e-07 6.0800693400206343e-06 -5.9358023394549627e-06 6.836160136052578e-06 -2.2093443082947208e-06 -1.2337714611021511e-05 2.0579447376995202e-05 9.8749879882610737e-06 9.8945125046157052e-06 -1.8598527949977546e-05 1.7132155632928269e-05 -1.6587718764207067e-05 1.3576721859863029e-05 -2.1570213894040288e-07 -1.0715155208345096e-05
leaf_weight=22 30 25 28 28 21 24 31 26 20 34 20 21 22 66 20 26 27 28 28 26 32 38 29 20 29 22 21 25 2312 20
leaf_count=22 30 25 28 28 21 24 31 26 20 34 20 21 22 66 20 26 27 28 28 26 32 38 29 20 29 22 21 25 2312 20
internal_value=0 1.30746e-06 -1.7544e-07 1.49377e-06 -2.52994e-07 -1.14552e-07 5.76536e-07 -2.71168e-06 -5.58879e-06 2.51733e-06 8.8625e-07 -1.86037e-06 8.05701e-07 5.64492e-06 -1.7863e-06 -7.26397e-06 -2.17858e-06 -4.83315e-06 4.50179e-07 3.92952e-06 -1.06078e-08 5.5316e-06 -1.6579e-07 -3.01481e-07 -4.23229e-07 -2.03153e-07 -3.63868e-07 6.91616e-06 -2.19012e-07 -3.05749e-07
internal_weight=0 506 476 448 2615 2594 423 157 131 266 235 149 115 86 94 48 111 84 56 46 2570 70 2500 2453 2424 2395 2373 47 2352 2332
internal_count=3121 506 476 448 2615 2594 423 157 131 266 235 149 115 86 94 48 111 84 56 46 2570 70 2500 2453 2424 2395 2373 47 2352 2332
is_linear=0
shrinkage=0.1


Tree=5576
num_leaves=31
num_cat=0
split_feature=1211 50 2 132 1203 394 1208 1208 1209 42 1209 42 401 4 133 12 1210 1212 1210 403 52 43 1212 402 402 129 402 130 130 403
split_gain=1.28428e-07 1.0331e-06 1.9191e-07 1.89252e-07 6.53225e-07 3.5097e-07 1.19427e-07 2.95816e-07 1.24357e-07 1.18917e-06 1.43701e-07 4.66585e-07 1.61697e-07 4.60323e-07 2.64453e-07 1.06988e-06 3.8072e-07 1.31161e-07 9.76161e-07 6.94883e-07 2.43005e-07 1.69355e-07 1.6304e-07 1.56114e-07 3.08714e-07 4.03329e-07 6.22797e-07 1.60177e-07 1.34445e-06 6.21903e-07
threshold=0.11048500000000001 0.096900000000000014 0.091895000000000018 -0.083284999999999984 0.089005000000000015 0.11233000000000001 0.11846000000000001 0.106285 -0.087714999999999987 0.087405000000000024 -0.065739999999999979 0.091295000000000015 -0.06959499999999999 -0.07168999999999999 0.51114000000000004 0.093765000000000015 0.014175000000000002 -0.089544999999999986 -0.14310999999999999 0.041145000000000008 0.086450000000000013 -0.0024749999999999993 -0.009474999999999999 0.11174500000000002 0.10668000000000001 -0.08133 0.10052500000000002 0.08610000000000001 0.082650000000000015 -0.087914999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 7 8 9 -5 11 -10 13 -12 16 -16 17 19 -19 -14 21 -21 -20 24 25 -24 27 28 -27 -29
right_child=1 -3 -4 5 -6 -7 -8 -9 10 -11 12 -13 14 -15 15 -17 -18 18 22 20 -22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=-1.0108617327397988e-06 -8.2051605346578075e-06 2.2424352102296491e-05 3.242522236885432e-06 -1.3703897648156272e-05 -1.8514495832278047e-05 1.3313055042090128e-05 7.5317943247639405e-06 -1.0654456372531759e-05 3.7041661395657381e-06 1.7992269392285883e-05 -2.8306469875343075e-06 -1.6976812817119934e-05 2.0134438352670261e-05 1.7348771380056859e-05 8.5469224495682285e-06 -2.3770345554415449e-05 1.2128707255844627e-05 -1.9077374842405942e-05 7.6286485831847784e-06 -2.5573207297028326e-06 -9.4396496617422514e-06 1.0024805951616146e-05 1.409203591720143e-05 -6.3217778580483589e-06 1.2428443546923518e-05 -2.5066331012691264e-08 -1.7740233674885532e-05 -1.7885699670235532e-05 2.6024230362509118e-05 -5.3211406369686103e-07
leaf_weight=191 32 22 27 20 24 20 21 26 24 29 26 20 20 20 20 21 26 27 28 23 23 20 20 39 20 2120 20 24 20 148
leaf_count=191 32 22 27 20 24 20 21 26 24 29 26 20 20 20 20 21 26 27 28 23 23 20 20 39 20 2120 20 24 20 148
internal_value=0 3.92986e-06 -2.96639e-06 -1.04705e-07 -2.96476e-06 1.12962e-07 1.88439e-08 -3.78271e-08 6.22572e-08 5.05506e-06 -2.80519e-08 -5.69628e-06 6.55323e-08 5.94301e-06 -3.76995e-08 -8.00582e-06 8.9024e-08 -3.36373e-08 -1.67517e-07 3.80529e-06 -1.14294e-06 3.29483e-06 4.18172e-08 -4.6292e-08 5.68884e-08 -4.83119e-08 -1.69584e-07 -1.7589e-08 2.18385e-07 -2.95354e-06
internal_weight=0 81 59 3040 215 2825 2805 2784 2758 49 2709 44 2665 46 2619 41 2578 2552 2466 86 66 43 2439 2411 2372 2352 2332 2312 2140 172
internal_count=3121 81 59 3040 215 2825 2805 2784 2758 49 2709 44 2665 46 2619 41 2578 2552 2466 86 66 43 2439 2411 2372 2352 2332 2312 2140 172
is_linear=0
shrinkage=0.1


Tree=5577
num_leaves=31
num_cat=0
split_feature=130 40 12 142 15 45 3 47 0 47 0 47 147 150 49 448 132 1 1185 1203 0 2 1429 160 13 48 52 39 9 9
split_gain=1.24411e-07 3.03887e-07 1.2436e-07 2.70547e-07 2.57497e-07 1.56549e-07 1.66915e-06 1.61999e-07 9.98951e-07 3.25999e-06 1.03287e-06 3.50286e-07 2.07678e-07 2.5174e-07 6.69398e-07 2.77962e-07 1.70843e-07 3.47321e-06 1.39682e-06 7.17861e-07 2.99272e-07 2.36293e-07 1.77308e-07 1.55967e-07 2.26978e-07 1.63534e-07 1.9903e-07 1.55128e-07 6.22236e-07 7.50281e-07
threshold=-0.23647499999999996 -0.16692999999999997 0.12757000000000002 -0.057499999999999989 -0.059484999999999989 0.083445000000000005 0.10299500000000002 0.092165000000000011 -0.10224499999999999 0.10678000000000001 -0.095504999999999993 0.089785000000000018 0.099730000000000027 0.12640500000000002 -0.045154999999999994 1.0000000180025095e-35 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.086700000000000013 -0.073309999999999986 0.096540000000000015 -0.15673999999999996 -0.016279999999999996 -0.074044999999999986 0.10532000000000001 -0.14488499999999996 -1.0000000180025095e-35 0.092235000000000011 0.085555000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 7 -7 11 9 -9 -10 12 13 15 -15 16 17 19 -18 20 21 -5 -20 24 -12 26 -25 -24 29 -29
right_child=1 2 4 5 -6 6 -8 8 10 -11 23 -13 -14 14 -16 -17 18 -19 22 -21 -22 -23 27 25 -26 -27 -28 28 -30 -31
leaf_value=-7.8617233657496407e-06 9.5957113885423041e-06 1.0839068552385193e-05 -1.3818820890776351e-05 2.5847248530731628e-07 3.330456719494477e-07 -2.7777462501035193e-05 1.0047097543974815e-05 -4.6721307985535535e-05 1.9502438874496875e-05 6.6101716275058935e-07 -2.531768473673788e-06 1.285589947056823e-05 9.0779569640849687e-06 3.894015718027991e-06 -1.8618873804513216e-05 1.0730478545156075e-05 -2.640845664245717e-05 3.6169760111264355e-05 8.1888948072985477e-06 -1.9905688029774911e-05 1.1267475265412941e-05 -1.1302688228004793e-05 7.0638195416728606e-06 -1.7325720701019572e-06 9.1501678760888072e-06 2.7637820289049659e-06 -1.1178930640198816e-05 -3.254521766936204e-08 -1.348465313158693e-05 1.8958768268497635e-05
leaf_weight=20 33 23 20 90 36 20 28 20 27 53 39 22 26 28 25 25 20 27 27 21 20 22 31 54 29 31 38 2211 34 21
leaf_count=20 33 23 20 90 36 20 28 20 27 53 39 22 26 28 25 25 20 27 27 21 20 22 31 54 29 31 38 2211 34 21
internal_value=0 5.07102e-08 -5.19577e-08 3.48541e-08 -4.72119e-06 -4.8283e-08 -5.71314e-06 4.41729e-08 -2.1955e-06 -1.23204e-05 1.19496e-06 2.90115e-07 1.84922e-07 9.60597e-08 -6.72527e-06 2.37892e-07 1.33964e-07 3.10287e-06 -9.40239e-08 -2.73246e-06 -3.56909e-10 -2.01247e-06 1.32434e-07 -1.39301e-06 2.45023e-06 -3.51773e-06 -5.63433e-06 3.77348e-08 -5.83855e-08 1.46136e-07
internal_weight=0 3101 3068 3012 56 2989 48 2941 291 73 218 2650 2628 2602 53 2549 2524 180 2344 153 132 112 2324 191 68 123 92 2297 2266 2232
internal_count=3121 3101 3068 3012 56 2989 48 2941 291 73 218 2650 2628 2602 53 2549 2524 180 2344 153 132 112 2324 191 68 123 92 2297 2266 2232
is_linear=0
shrinkage=0.1


Tree=5578
num_leaves=31
num_cat=0
split_feature=448 0 1374 42 1375 150 1374 42 12 1455 43 457 457 1374 150 148 43 150 43 13 3 150 482 12 13 49 151 160 151 150
split_gain=1.21896e-07 3.32912e-07 1.29193e-07 6.7267e-07 1.45714e-07 1.09099e-06 6.74645e-07 3.07509e-07 4.7217e-07 6.58477e-07 7.37921e-07 2.99917e-07 2.08168e-07 2.93379e-07 2.24875e-07 1.67288e-07 1.28702e-07 8.18152e-07 9.08865e-07 6.77122e-07 1.5927e-06 5.29191e-07 4.84957e-07 7.36764e-07 4.33653e-07 3.65654e-07 5.6097e-07 4.47878e-07 3.55954e-07 3.51424e-07
threshold=0.068920000000000023 -0.26343999999999995 -0.096434999999999979 0.083795000000000022 0.060690000000000008 0.090480000000000019 0.085030000000000008 0.083595000000000017 0.083985000000000018 0.078065000000000009 -0.084999999999999978 -0.10142499999999997 -0.087124999999999994 0.091490000000000016 0.12640500000000002 1.0000000180025095e-35 -0.082389999999999977 0.10874500000000002 -0.083134999999999987 -0.085384999999999975 -0.090569999999999984 0.10874500000000002 0.098465000000000011 0.22926500000000002 -0.083364999999999981 -0.066894999999999982 -0.083274999999999988 0.043720000000000009 -0.27559499999999998 0.081835000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 11 6 7 -6 -9 10 -10 -4 -13 14 15 16 17 18 19 20 -14 25 23 24 -21 26 -18 -28 -27 -30
right_child=-2 2 4 -5 5 -7 -8 8 9 -11 -12 12 13 -15 -16 -17 21 -19 -20 22 -22 -23 -24 -25 -26 28 27 -29 29 -31
leaf_value=1.0040611789119079e-05 -7.7818733461754168e-06 -1.6559179453906838e-05 -1.0824122055798679e-05 7.137510323959957e-06 1.3844013233210717e-05 2.3630390647998537e-05 -1.7351823274793787e-05 -1.2549995012601688e-05 -1.6553772029510585e-05 1.9457374073681424e-05 9.7101859232086866e-06 9.654762109014635e-06 2.6364679842038681e-06 -1.1613268461794426e-05 1.0289144704854283e-05 -8.241276009357535e-06 -3.6106067405537191e-06 2.1101763095430215e-05 1.8531477130805056e-05 1.318763333057615e-05 -2.6980078409906131e-05 -1.2604591127326006e-05 -1.4268544973674579e-05 2.0421768849701041e-05 1.6421804625547131e-07 1.2731631377391752e-05 4.8451601523993304e-06 2.1026518304377253e-05 -5.3921753276276664e-07 -1.3864882048437722e-05
leaf_weight=33 20 25 26 23 20 22 20 22 20 20 23 22 46 22 21 25 46 20 27 27 30 35 20 20 482 20 50 26 1888 20
leaf_count=33 20 25 26 23 20 22 20 22 20 20 23 22 46 22 21 25 46 20 27 27 30 35 20 20 482 20 50 26 1888 20
internal_value=0 5.01784e-08 -5.72806e-08 -5.20452e-06 2.45297e-08 3.09537e-06 -5.18798e-07 2.68749e-06 6.24286e-08 4.46677e-06 -2.50561e-06 -1.32593e-07 -3.49532e-08 -1.10413e-07 -2.01301e-08 -9.79499e-08 -2.41077e-08 1.17938e-06 5.68265e-07 -2.07746e-07 -9.05427e-06 -4.11995e-07 1.01691e-06 1.59481e-06 8.55048e-07 -2.03828e-07 5.10541e-06 1.03809e-05 -5.39786e-07 -6.789e-07
internal_weight=0 3101 3068 48 3020 147 125 105 85 63 43 2873 2847 2825 2803 2782 2757 672 652 625 76 2085 549 529 509 2050 122 76 1928 1908
internal_count=3121 3101 3068 48 3020 147 125 105 85 63 43 2873 2847 2825 2803 2782 2757 672 652 625 76 2085 549 529 509 2050 122 76 1928 1908
is_linear=0
shrinkage=0.1


Tree=5579
num_leaves=31
num_cat=0
split_feature=12 130 402 402 1213 4 1213 1213 1213 1210 0 1213 402 1447 1447 481 42 160 403 1211 16 1211 1183 1204 16 2 12 393 399 402
split_gain=1.41893e-07 2.16223e-07 1.16622e-07 2.09353e-07 1.15692e-07 2.9162e-07 1.43248e-07 2.24417e-07 5.57903e-07 1.06052e-06 3.31896e-07 2.75845e-07 2.24175e-07 1.83977e-07 1.6443e-06 1.36415e-06 1.10065e-06 7.53268e-07 5.32768e-07 1.82825e-07 6.73785e-07 8.11863e-07 2.49194e-07 2.03282e-07 7.55017e-07 2.98828e-07 5.57494e-07 2.52312e-07 1.60557e-07 1.79354e-07
threshold=0.23631000000000002 -0.22461999999999996 0.31278000000000006 0.15960500000000002 -0.43370499999999995 -0.078809999999999977 -0.21306999999999995 -0.09411499999999999 -0.088064999999999991 -0.13847499999999999 -0.085034999999999986 -0.086394999999999986 0.024785000000000005 -0.085684999999999997 -0.086279999999999982 -0.086354999999999987 0.086950000000000013 -0.090764999999999985 -0.55157999999999985 0.11048500000000001 -0.069894999999999985 0.11789500000000001 -0.073809999999999973 -0.081079999999999985 -0.074319999999999983 0.080205000000000012 0.087505000000000013 0.10856500000000001 -0.065739999999999979 -0.45015499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 12 10 -9 -10 -8 -11 -6 14 15 -13 17 -17 -15 22 21 -21 -20 24 25 -24 -27 28 -25 -30
right_child=-2 2 -4 -5 6 -7 7 8 9 11 -12 13 -14 18 -16 16 -18 -19 19 20 -22 -23 23 27 -26 26 -28 -29 29 -31
leaf_value=8.9679096567528594e-06 -7.8254607012201188e-06 -1.2482240293820724e-06 7.4063894447005761e-06 -1.0268912992614789e-05 -1.3247288535196624e-05 1.4144673941700602e-05 1.5164533524133126e-05 -1.2159658930805132e-05 2.2984023016761059e-05 -9.8274935665138984e-06 -1.0365114056704834e-07 -2.2799676583457293e-05 6.441075732674597e-07 -1.502912583551582e-05 2.9986261370140711e-05 -1.6211009684260112e-05 2.2731540320819479e-05 7.5576956695992215e-06 8.3046025498761632e-06 2.6467322935613559e-05 -9.0447896977623368e-06 3.1435143472873069e-08 8.9788525656331337e-06 8.2851194747490819e-06 -2.0632678984819231e-05 -1.5402554861793762e-05 4.2689036624377719e-06 1.1059793996537338e-05 -7.733206734883424e-06 -1.9597961682783423e-07
leaf_weight=27 23 32 21 20 21 20 24 38 20 29 35 23 26 24 20 24 24 30 34 21 23 26 25 22 23 25 34 20 32 2355
leaf_count=27 23 32 21 20 21 20 24 38 20 29 35 23 26 24 20 24 24 30 34 21 23 26 25 22 23 25 34 20 32 2355
internal_value=0 5.81077e-08 -2.02266e-08 -7.13606e-08 -4.05007e-09 4.67212e-06 -8.57025e-08 2.12359e-09 -1.23293e-07 3.80982e-08 6.10714e-06 -1.24986e-07 -5.56269e-06 -2.39544e-08 3.78972e-06 -1.39771e-06 4.91312e-06 -3.00617e-06 -1.97173e-07 -6.23372e-08 4.98001e-06 1.18432e-05 -1.99677e-07 -3.13694e-07 -4.57945e-06 -1.83927e-07 -4.06646e-06 -1.25783e-07 -2.18648e-07 -2.97023e-07
internal_weight=0 3098 3071 3050 3030 52 2978 2931 2872 2834 59 2814 47 2785 121 101 78 54 2664 2640 70 47 2570 2536 107 84 59 2429 2409 2387
internal_count=3121 3098 3071 3050 3030 52 2978 2931 2872 2834 59 2814 47 2785 121 101 78 54 2664 2640 70 47 2570 2536 107 84 59 2429 2409 2387
is_linear=0
shrinkage=0.1


Tree=5580
num_leaves=31
num_cat=0
split_feature=130 10 0 40 40 1 1 9 10 40 2 40 158 15 44 158 1 0 3 3 2 2 51 15 1 1 1 1 12 1
split_gain=1.38296e-07 2.22047e-07 3.52423e-07 3.11611e-07 2.41675e-07 1.74031e-07 3.93439e-07 3.48081e-07 4.08519e-07 2.65409e-07 3.40127e-07 2.21024e-07 2.11178e-07 2.87877e-07 1.83124e-07 3.41701e-07 1.58306e-07 1.53684e-07 1.51284e-07 5.70086e-07 4.00674e-07 1.17939e-06 6.60025e-07 3.80747e-07 1.74593e-07 7.44015e-07 9.1603e-07 1.96459e-06 5.78633e-06 2.26042e-06
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 -0.085734999999999992 0.13686500000000004 0.13968000000000003 0.092890000000000014 0.053330000000000009 -0.08416499999999999 -0.080614999999999978 -0.082294999999999993 0.088740000000000013 -0.42198999999999992 0.099360000000000018 -0.47356499999999996 0.11181500000000001 -0.047369999999999995 0.11658 0.10732000000000001 0.10644500000000001 0.113445 0.092235000000000011 -0.088429999999999995 0.10293500000000001 0.096255000000000021 0.094090000000000021 0.09253500000000002 0.091085000000000013 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 16 7 -7 8 9 -6 -11 -12 13 -8 15 -13 -5 -15 19 24 -20 -22 23 -23 25 26 27 29 -29 -17
right_child=1 3 -4 4 5 6 12 -9 -10 10 11 14 -14 17 -16 18 -18 -19 20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-8.2888447650475438e-06 -1.6840006342785534e-06 -1.2184017036599384e-05 1.6864094852735434e-05 1.93535754132266e-06 -1.1385896632418737e-05 -1.4180435916598203e-05 -1.3086884737709799e-05 1.1168665279066253e-05 -1.1270707740962394e-05 1.0948372365137089e-05 1.0535631035963888e-05 1.1465659638186202e-05 8.4311860859997988e-06 -5.6326850871419484e-06 -9.3175034375495412e-06 7.0376778641699784e-08 1.2417879912391073e-05 5.0157880922818027e-06 -7.9803115659160534e-06 -1.3923983151850433e-05 2.7893641163245775e-05 -1.2400043290957305e-06 -1.3555342878174524e-05 1.5128659692385959e-05 -2.2963885536834523e-06 8.4678053578034534e-06 -1.2775656593281123e-05 5.7163964977561319e-05 -8.1753460631951007e-06 -2.8543432089073967e-05
leaf_weight=20 21 21 20 34 20 28 21 28 32 29 20 26 20 23 21 1973 25 33 25 30 20 30 23 27 306 105 56 23 33 28
leaf_count=20 21 21 20 34 20 28 21 28 32 29 20 26 20 23 21 1973 25 33 25 30 20 30 23 27 306 105 56 23 33 28
internal_value=0 5.34577e-08 7.36385e-06 -4.44921e-08 3.93941e-08 -8.60841e-08 -3.73827e-06 7.3819e-08 -3.60698e-08 9.25558e-08 1.75283e-07 6.15107e-08 -7.24037e-07 -3.10202e-06 -1.53353e-08 5.68811e-08 6.3771e-06 6.42308e-07 -5.38424e-08 -2.2009e-07 3.34293e-06 6.17374e-06 7.4376e-07 6.51357e-06 -5.72068e-08 2.51715e-07 -1.56562e-07 1.86982e-07 1.86604e-05 -3.30016e-07
internal_weight=0 3101 41 3060 3039 2980 125 2855 2827 2795 2775 2746 97 77 2726 2705 59 56 2679 2554 125 100 80 57 2524 2218 2113 2057 56 2001
internal_count=3121 3101 41 3060 3039 2980 125 2855 2827 2795 2775 2746 97 77 2726 2705 59 56 2679 2554 125 100 80 57 2524 2218 2113 2057 56 2001
is_linear=0
shrinkage=0.1


Tree=5581
num_leaves=31
num_cat=0
split_feature=480 0 43 1 1447 475 1447 1453 1447 403 133 403 1210 1213 13 2 1213 1185 1447 43 1447 1453 50 50 42 157 1456 1420 160 42
split_gain=1.20509e-07 4.87704e-07 7.95052e-07 4.9228e-07 1.43238e-07 4.91112e-07 2.70663e-07 4.22033e-07 4.98096e-07 1.70117e-07 1.44601e-06 3.18006e-07 2.50041e-07 1.94994e-07 4.12194e-07 3.67082e-07 3.28221e-07 3.83478e-07 1.70747e-07 4.33925e-07 3.33508e-07 1.94202e-07 2.15286e-07 3.07459e-07 9.07387e-07 3.29073e-07 3.07548e-07 2.72329e-07 2.69134e-07 2.11034e-07
threshold=0.10344000000000002 -0.079829999999999998 -0.072269999999999987 0.081670000000000006 -0.086849999999999997 -0.084784999999999985 -0.086279999999999982 -0.087504999999999986 -0.085644999999999985 -0.54856499999999986 0.40431 -0.5335399999999999 -0.3960249999999999 0.12275000000000001 -0.084319999999999992 0.085855000000000015 0.099360000000000018 -0.091084999999999985 -0.082229999999999984 -0.011694999999999999 -0.065974999999999992 -0.079499999999999987 -0.46943999999999991 -0.099524999999999988 0.094935000000000005 0.63604500000000008 0.10959500000000001 -0.08341999999999998 -0.54512499999999997 -0.018024999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -6 -8 -9 10 -10 -11 -13 16 -15 -16 17 -14 19 -19 -20 -22 -23 24 29 26 27 -25 -29 -24
right_child=1 2 -4 -5 6 -7 7 8 9 11 -12 12 13 14 15 -17 -18 18 20 -21 21 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=1.7813435183597905e-05 -8.6716322314151468e-07 1.8323528283872293e-05 -8.6727195347672644e-06 -2.2788813871557068e-05 -1.0806659014159105e-05 -7.81804049888613e-07 -1.3122920123957252e-05 1.5537654190839457e-05 -2.5403260934538032e-05 9.7927192983019382e-06 9.8775293963626616e-06 -1.0807664321397344e-05 1.3250724646757756e-05 1.6617204706066829e-05 -1.0518860353840866e-05 5.5576965427908176e-06 -1.0978537297719245e-05 1.259139103889798e-05 -1.0121185644520942e-05 -3.949710599201729e-06 9.5733818544171571e-06 -9.31678046435991e-06 -7.607908918316753e-06 9.0849193342860829e-06 2.3934980048406509e-05 -1.2952711585967336e-05 -9.3787538909444791e-06 1.1207423700571305e-05 -1.6411078231432774e-07 5.5200991519086528e-06
leaf_weight=20 21 20 24 20 23 49 24 21 21 34 26 21 22 22 20 49 27 35 33 29 21 25 24 33 21 20 35 21 2335 25
leaf_count=20 21 20 24 20 23 49 24 21 21 34 26 21 22 22 20 49 27 35 33 29 21 25 24 33 21 20 35 21 2335 25
internal_value=0 -3.71366e-06 3.5983e-06 -1.15607e-05 1.03981e-07 4.60812e-06 -7.66499e-10 8.36545e-08 1.92202e-07 8.10412e-08 -5.88623e-06 1.7938e-07 6.3392e-08 1.45012e-07 4.69811e-06 8.97825e-07 -8.10381e-09 1.0246e-07 -6.40736e-09 5.0962e-06 -1.32349e-07 -3.58684e-09 -8.27977e-08 9.02792e-09 6.54353e-06 -1.78131e-07 -7.27297e-08 6.3608e-08 -6.27516e-08 -9.09946e-07
internal_weight=0 85 44 41 3036 69 2967 2944 2920 2899 47 2852 2818 2797 91 69 2706 2679 2657 64 2593 2560 2539 2514 70 2444 2424 2389 2356 49
internal_count=3121 85 44 41 3036 69 2967 2944 2920 2899 47 2852 2818 2797 91 69 2706 2679 2657 64 2593 2560 2539 2514 70 2444 2424 2389 2356 49
is_linear=0
shrinkage=0.1


Tree=5582
num_leaves=31
num_cat=0
split_feature=402 1212 401 1208 1208 1209 1209 1212 1212 401 402 1213 403 3 13 402 1211 3 3 1203 400 1186 1176 394 394 1212 4 3 13 13
split_gain=1.24303e-07 2.09733e-07 1.39667e-07 1.23015e-07 2.65959e-07 3.34112e-07 1.41953e-07 1.46841e-07 1.52387e-06 7.05203e-07 1.9523e-07 5.02463e-07 2.75046e-07 1.57416e-06 2.32642e-06 3.25083e-07 1.84083e-07 1.79239e-07 1.85237e-07 1.70663e-07 7.22275e-07 1.55013e-07 1.21683e-07 1.32707e-07 3.26333e-07 2.85426e-07 3.0656e-07 2.89328e-07 1.62944e-07 1.34342e-07
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 0.11531000000000001 0.10233500000000001 -0.089214999999999989 -0.083969999999999989 -0.089544999999999986 -0.070754999999999985 0.11655000000000001 -0.45454999999999995 0.0036000000000000003 -0.44023999999999991 -0.086274999999999977 -0.078704999999999983 -0.41906499999999997 0.11048500000000001 -0.081459999999999991 -0.07908999999999998 0.088820000000000024 -0.08131999999999999 -0.10142499999999997 0.086510000000000017 -0.078674999999999981 -0.0065099999999999993 0.087440000000000004 -0.086849999999999997 -0.082594999999999988 -0.0075049999999999987 -0.0082249999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 9 -9 17 11 -10 13 -12 -15 -14 19 -8 -19 21 -21 -17 23 25 -25 26 -23 29 -29 -28
right_child=-2 -3 -4 -5 -6 6 7 8 10 -11 12 -13 15 14 -16 16 -18 18 -20 20 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-1.0580507641861913e-05 7.6676833053906679e-06 -1.0011688070898389e-05 7.6147329461188455e-06 -6.8928655537092711e-06 9.2300212673440155e-06 7.6854743838339356e-06 -6.1621697996623191e-06 -2.7678065907821293e-05 1.3088165786865756e-05 1.9553883103898528e-05 1.6838292467149413e-05 -4.6671613550383237e-06 1.2760250583596645e-05 -4.2282974859517708e-05 1.4625425020283495e-06 7.8203222656156872e-06 7.2742540088952147e-06 1.0387149247240555e-05 -2.0371749217572091e-06 -2.0158846910774067e-05 3.7085275948811617e-06 9.4633423176756796e-06 7.6769196039094832e-06 9.8979965542005672e-06 -1.1571528854141331e-07 -1.3594817813679004e-05 -1.3508408028428677e-05 8.9597497727871609e-06 -3.6523353810480336e-06 -3.7612907575631627e-06
leaf_weight=30 21 21 24 26 31 24 34 20 37 22 21 28 20 20 31 25 34 21 28 21 32 22 20 33 2355 22 26 21 20 31
leaf_count=30 21 21 24 26 31 24 34 20 37 22 21 28 20 20 31 25 34 21 28 21 32 22 20 33 2355 22 26 21 20 31
internal_value=0 -5.19485e-08 1.59809e-08 -4.37147e-08 1.50763e-08 -8.02084e-08 2.59267e-08 -3.65152e-08 -1.72336e-07 3.63582e-06 2.28094e-08 5.43972e-06 -1.05041e-07 -6.2044e-06 -1.56926e-05 5.87004e-08 -3.67282e-08 -5.83428e-07 3.28754e-06 -1.31315e-07 -5.74836e-06 -1.57018e-08 -9.25256e-08 -1.53944e-07 2.26652e-08 -3.12397e-06 -1.20431e-06 -3.59909e-06 2.80751e-06 -8.20734e-06
internal_weight=0 3100 3079 3055 3029 2998 2968 2944 2839 105 2819 65 2754 72 51 2682 2662 83 49 2628 53 2575 2550 2530 2388 142 120 98 41 57
internal_count=3121 3100 3079 3055 3029 2998 2968 2944 2839 105 2819 65 2754 72 51 2682 2662 83 49 2628 53 2575 2550 2530 2388 142 120 98 41 57
is_linear=0
shrinkage=0.1


Tree=5583
num_leaves=31
num_cat=0
split_feature=132 1203 393 50 12 13 52 120 1 120 130 9 9 34 10 13 10 3 34 15 45 3 3 51 51 157 4 151 1 4
split_gain=1.23606e-07 3.03082e-06 1.4606e-06 5.91314e-07 1.09188e-07 1.75009e-07 2.49458e-07 1.0554e-07 2.09579e-07 5.38239e-07 1.70308e-07 1.27556e-07 3.45664e-07 1.96617e-07 2.10516e-07 2.90232e-07 2.90171e-07 1.88494e-07 1.68186e-07 1.45029e-07 1.48014e-07 1.59479e-07 8.0899e-07 3.69447e-07 8.26904e-07 5.13818e-07 6.62701e-07 1.0831e-06 2.85847e-06 4.72459e-06
threshold=-0.083284999999999984 0.089165000000000008 0.12679500000000002 0.10022000000000002 0.11527000000000001 0.054800000000000008 0.092320000000000013 0.09852000000000001 0.16540500000000002 1.0000000180025095e-35 -0.22461999999999996 0.092410000000000006 0.088235000000000022 -0.08786999999999999 -0.011559999999999999 -0.013634999999999998 -0.0069899999999999988 -0.023499999999999997 -0.010024999999999997 0.23208000000000004 0.094030000000000016 -0.042499999999999989 -0.053259999999999995 0.093135000000000009 0.10302500000000002 -0.080799999999999983 0.053180000000000012 -0.0096649999999999982 0.08776500000000001 -0.0086549999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 6 -1 8 9 10 -2 12 13 -12 15 -15 -16 -13 -18 20 21 22 -20 25 -25 -23 27 -27 -29 -30
right_child=2 -3 -4 -5 -6 -7 -8 -9 -10 -11 11 17 -14 14 16 -17 18 -19 19 -21 -22 23 -24 24 -26 26 -28 28 29 -31
leaf_value=-1.218345679869041e-06 8.681839472046705e-06 3.6632567844208101e-05 -2.710367906729516e-05 -1.8032837160717464e-05 6.8794054427490624e-06 -8.6547274425659761e-06 1.0914366869201331e-05 -7.2250333221290927e-06 9.5719154199721998e-06 -1.5247949047237775e-05 8.3987469094738891e-06 -1.3308467411358531e-06 -1.1991700747178887e-05 -1.2213708607899264e-06 1.1302674718773116e-05 -1.5272594818530445e-05 -9.1139122366712397e-06 1.1914465994777857e-05 -8.9126466403511246e-08 8.3682058608419976e-06 -7.0797255955704749e-06 -8.7827089123493349e-06 -1.9371038105088124e-05 -2.1052648153582513e-05 1.3768289766001264e-06 -7.3832393635701708e-07 -4.44778437829547e-07 8.1701445285236532e-07 6.7767538586204247e-06 6.8208583061710846e-05
leaf_weight=111 23 23 20 20 21 24 20 20 23 23 28 21 24 49 23 21 20 22 1988 21 29 35 22 22 65 89 190 72 31 21
leaf_count=111 23 23 20 20 21 24 20 20 23 23 28 21 24 49 23 21 20 22 1988 21 29 35 22 22 65 89 190 72 31 21
internal_value=0 2.29086e-06 -1.72886e-07 -1.73904e-06 1.12529e-07 -8.04274e-07 6.33977e-07 1.40041e-08 6.45914e-08 -1.24317e-08 1.12006e-07 4.14346e-08 -4.30704e-08 6.21267e-08 -2.43913e-08 -5.43674e-06 1.19773e-07 5.44582e-06 2.10374e-08 9.1714e-08 2.39268e-08 1.05192e-07 -3.00172e-07 1.65716e-06 -4.29499e-06 2.83943e-06 3.8488e-06 7.67875e-06 1.372e-05 3.15858e-05
internal_weight=0 219 2902 196 176 155 131 2882 2862 2839 2816 2793 2750 2726 2698 70 2628 43 2605 2585 2564 2535 2010 525 87 438 403 213 124 52
internal_count=3121 219 2902 196 176 155 131 2882 2862 2839 2816 2793 2750 2726 2698 70 2628 43 2605 2585 2564 2535 2010 525 87 438 403 213 124 52
is_linear=0
shrinkage=0.1


Tree=5584
num_leaves=31
num_cat=0
split_feature=130 40 448 0 48 1 14 1375 1 1375 1373 42 457 51 51 43 42 0 0 51 16 4 51 50 51 50 50 50 43 1211
split_gain=1.22333e-07 2.41855e-07 1.15896e-07 2.9006e-07 1.40955e-07 4.37986e-07 1.96422e-07 1.23984e-07 5.94013e-07 1.55635e-07 1.60442e-07 1.52708e-06 3.55067e-07 1.49782e-07 5.04581e-07 2.33143e-06 8.94938e-07 4.2119e-07 7.5618e-07 1.67414e-06 1.59413e-06 2.62666e-06 5.38877e-07 3.88955e-07 3.44757e-07 3.00994e-07 9.16326e-07 6.95099e-07 4.79482e-07 1.01425e-06
threshold=-0.23647499999999996 -0.23202499999999995 0.068920000000000023 -0.26609999999999995 -0.089814999999999992 0.10022000000000002 0.097065000000000012 0.093520000000000006 0.090130000000000016 0.086520000000000014 1.0000000180025095e-35 0.083995000000000014 0.31508000000000008 0.089890000000000012 0.078435000000000019 -0.0077799999999999996 0.086665000000000006 -0.14001499999999997 -0.083804999999999977 0.096505000000000021 -0.079734999999999986 -0.073934999999999987 0.097000000000000017 0.11198000000000001 0.11144500000000002 0.090630000000000016 0.09227500000000001 0.089890000000000012 0.062770000000000006 0.11048500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 9 -9 10 12 -12 13 14 25 16 -16 24 19 -19 21 -20 -22 -21 -15 27 -27 -6 29 -28
right_child=1 2 -4 4 6 -7 -8 8 -10 -11 11 -13 -14 17 15 -17 -18 18 20 23 22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-7.7957875657830299e-06 8.9855165583685448e-06 1.1453662045823877e-05 -7.6245396667218306e-06 -1.6916610750033419e-06 -3.1211237159119192e-07 1.6765206473792205e-05 -9.3694161240937717e-06 6.7809613437930245e-06 -1.7299527990828557e-05 7.8409012239717429e-06 2.4362470435335128e-05 -8.7891989520275363e-06 -1.1601984755947747e-05 2.0137037704227538e-05 1.9994385397496999e-05 -2.9437389316773341e-05 -8.5584452985390923e-06 -3.1555841340965191e-05 4.756724962135195e-05 7.1507541549564736e-06 -1.6194063781378126e-05 1.8958588551707664e-06 1.1920124181369059e-06 -6.1389897304744238e-06 3.187194873329905e-06 2.1339886669011322e-05 5.0630619038802043e-07 -1.9043268548557538e-05 -9.5962823879095335e-06 2.3332549358201507e-05
leaf_weight=20 30 22 20 36 2102 20 23 20 21 25 24 33 27 21 23 31 21 21 20 40 21 34 118 49 28 25 169 20 35 22
leaf_count=20 30 22 20 36 2102 20 23 20 21 25 24 33 27 21 23 31 21 21 20 40 21 34 118 49 28 25 169 20 35 22
internal_value=0 5.02862e-08 -3.70004e-08 1.27377e-08 -7.03592e-08 4.90008e-06 -1.63983e-07 -9.22121e-08 -5.55295e-06 -1.52474e-08 -8.33486e-08 5.1694e-06 -1.89258e-07 -7.92069e-08 -3.56549e-07 -8.43221e-06 6.3669e-06 1.84958e-06 4.58526e-07 -6.15866e-06 4.22998e-06 1.88112e-05 -1.43466e-06 -1.66071e-07 1.04514e-05 -1.01313e-07 3.17334e-06 -4.88655e-07 1.16377e-06 3.13551e-06
internal_weight=0 3101 3071 3051 3029 56 2973 2950 41 2909 2884 57 2827 2800 2448 75 44 352 303 110 193 54 139 89 49 2373 251 2122 226 191
internal_count=3121 3101 3071 3051 3029 56 2973 2950 41 2909 2884 57 2827 2800 2448 75 44 352 303 110 193 54 139 89 49 2373 251 2122 226 191
is_linear=0
shrinkage=0.1


Tree=5585
num_leaves=31
num_cat=0
split_feature=12 130 39 33 42 34 10 47 9 47 47 47 393 1453 51 2 3 3 129 0 1184 41 12 16 4 0 48 150 16 0
split_gain=1.14233e-07 2.02238e-07 1.11175e-07 4.80799e-07 3.74985e-07 2.13806e-07 1.4006e-07 1.42249e-07 1.84801e-06 1.39705e-06 2.75905e-07 2.6565e-07 1.78864e-07 1.74718e-07 3.20793e-07 1.56076e-07 1.65234e-07 3.68848e-07 1.54348e-07 4.591e-07 3.46427e-07 1.72043e-07 3.24842e-07 1.61916e-07 7.02454e-07 4.74005e-07 3.90818e-07 5.75408e-07 3.07261e-07 5.47465e-07
threshold=0.23631000000000002 -0.22461999999999996 -1.0000000180025095e-35 -0.012019999999999998 -0.018024999999999996 -0.112215 0.11294000000000003 0.094160000000000008 0.088235000000000022 0.096475000000000019 0.091340000000000018 0.089640000000000011 0.12679500000000002 -1.0000000180025095e-35 -0.41904999999999998 0.14445500000000003 -0.042499999999999989 0.048265000000000009 -0.077709999999999987 -0.086834999999999982 0.089075000000000015 0.086565000000000017 0.087075000000000014 -0.15241499999999997 -0.064804999999999988 -0.036484999999999997 -0.072824999999999987 0.12187000000000002 -0.48836499999999994 -0.13455999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 7 8 10 -9 11 12 18 -11 -15 16 -16 -18 19 -7 21 23 -23 24 -20 26 -26 28 -28 -30
right_child=-2 2 3 5 -6 6 -8 9 -10 13 -12 -13 -14 14 15 -17 17 -19 20 -21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=8.668974310744994e-06 -7.0214520321868539e-06 -5.4681097605101638e-06 -1.3387967542426109e-05 -1.0288224352734687e-05 1.1602642335938366e-05 3.8988773963944326e-06 8.035264679826718e-06 2.6957484806189314e-05 -2.3374134354312178e-05 9.2572231608301095e-06 1.1791378346188708e-05 -1.1200731055504593e-05 8.5095716131036176e-06 -1.2297300318529044e-05 -5.9097325046971173e-07 -7.8917693144830992e-06 1.538048005992702e-05 3.9319351467034159e-07 -2.0417899777385172e-05 -1.6551748732733055e-05 1.3221304175203841e-05 1.109799099988261e-05 -4.0357723936840957e-06 1.7996370269143184e-07 -1.051243015202393e-05 -1.5436972563249932e-05 -3.971646845118404e-06 1.7827809458594856e-05 1.6398756376754765e-05 -3.5687446306371549e-07
leaf_weight=27 23 22 27 20 31 23 22 21 34 20 20 21 25 21 151 20 24 52 20 21 20 37 23 2123 30 21 98 20 26 78
leaf_count=27 23 22 27 20 31 23 22 21 34 20 20 21 25 21 151 20 24 52 20 21 20 37 23 2123 30 21 98 20 26 78
internal_value=0 5.21191e-08 -2.36397e-08 -1.03373e-07 4.51667e-06 1.65477e-08 8.59167e-08 2.66134e-08 -2.10996e-07 2.05668e-06 9.12087e-08 7.20129e-10 9.24279e-08 2.40994e-07 -4.31858e-07 5.76944e-07 1.32309e-06 5.12602e-06 9.58201e-09 -5.86165e-06 1.13081e-07 7.19902e-09 5.29672e-06 -1.24163e-07 -2.32779e-06 -1.0025e-06 2.0037e-07 1.64805e-06 4.60894e-08 3.83203e-06
internal_weight=0 3098 3071 3018 53 2991 2971 2949 2640 309 2606 2586 2565 288 268 247 227 76 2540 44 2496 2476 60 2416 293 273 252 222 202 104
internal_count=3121 3098 3071 3018 53 2991 2971 2949 2640 309 2606 2586 2565 288 268 247 227 76 2540 44 2496 2476 60 2416 293 273 252 222 202 104
is_linear=0
shrinkage=0.1


Tree=5586
num_leaves=31
num_cat=0
split_feature=130 12 448 0 48 16 14 11 51 13 11 1420 157 16 11 50 11 400 41 33 12 132 1186 1204 13 1185 15 0 15 1
split_gain=1.22611e-07 2.28453e-07 9.7027e-08 2.40345e-07 1.29542e-07 3.57875e-07 1.64261e-07 1.22327e-07 5.3219e-07 5.80982e-07 1.91786e-07 2.09141e-07 2.20624e-07 1.7546e-07 5.40853e-07 3.48365e-07 1.66685e-07 2.94828e-07 1.82451e-07 4.37247e-07 2.54745e-07 1.49534e-07 3.10637e-06 1.43311e-06 2.69994e-06 6.19935e-07 2.52497e-07 1.72894e-07 6.95864e-07 1.95928e-06
threshold=-0.23647499999999996 0.23631000000000002 0.068920000000000023 -0.26609999999999995 -0.089814999999999992 -0.0068949999999999992 0.087740000000000012 0.094350000000000003 -0.057604999999999996 0.086705000000000018 0.089270000000000002 -0.086449999999999985 -0.5188649999999998 0.63167000000000006 0.086595000000000019 -0.23771499999999998 0.081365000000000007 -0.40134499999999995 0.08690500000000001 -0.0066799999999999993 -0.064509999999999984 -0.083284999999999984 1.0000000180025095e-35 -0.081919999999999979 -0.011914999999999999 -0.083264999999999992 0.092400000000000024 -0.11173999999999999 -0.015039999999999998 0.089175000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 10 -9 -10 11 -6 -13 14 16 -15 17 -14 19 -19 -20 22 26 24 -23 -25 -21 28 -27 -30
right_child=1 -3 -4 4 6 -7 -8 8 9 -11 -12 12 13 15 -16 -17 -18 18 20 21 -22 23 -24 25 -26 27 -28 -29 29 -31
leaf_value=-7.8046539249498883e-06 1.0437683836657512e-05 1.0204420875032321e-05 -6.9647227451241634e-06 1.2971229874960113e-05 9.6270082704822108e-06 -3.1643987410591637e-06 -6.8549305593832195e-06 1.6522078908441591e-05 8.6518685748160348e-06 -1.3846089834921507e-05 -9.2536830794889965e-06 -1.0626662706272328e-05 1.2046534393448383e-05 1.9497268453960714e-06 1.4369284427245405e-05 -1.5686606461496834e-05 -8.599096334997422e-06 1.2884062702001896e-05 1.4567264945351501e-06 -3.2975028984891552e-07 -1.2067103725570406e-05 6.8330924359147706e-06 3.981993003208118e-05 1.7514914970888638e-05 -4.1113364593077982e-05 2.755858191469749e-07 -1.161317049595907e-05 1.9803571943641133e-07 7.3550065837835389e-07 -3.1191716685686424e-05
leaf_weight=20 22 22 20 27 22 28 36 23 24 22 23 20 20 24 26 21 23 26 26 144 30 23 20 20 24 275 23 2001 57 29
leaf_count=20 22 22 20 27 22 28 36 23 24 22 23 20 20 24 26 21 23 26 26 144 30 23 20 20 24 275 23 2001 57 29
internal_value=0 5.03334e-08 -2.22193e-08 2.31713e-08 -5.22713e-08 4.75673e-06 -1.40968e-07 -5.89241e-08 4.10201e-06 -2.10802e-06 -1.58717e-07 -8.5422e-08 -1.60872e-07 -8.64351e-08 1.43007e-08 -6.28056e-06 -1.21865e-07 -5.01296e-08 -1.39801e-07 -2.00775e-08 -5.78818e-06 -1.4833e-07 2.57653e-06 -3.58107e-07 -1.76502e-05 -1.69112e-08 -1.88375e-06 -1.6536e-07 -2.17964e-06 -1.00307e-05
internal_weight=0 3101 3079 3059 3037 55 2982 2946 69 46 2877 2854 2832 2812 2767 45 2741 2718 2698 2642 56 2616 187 2429 47 2382 167 2362 361 86
internal_count=3121 3101 3079 3059 3037 55 2982 2946 69 46 2877 2854 2832 2812 2767 45 2741 2718 2698 2642 56 2616 187 2429 47 2382 167 2362 361 86
is_linear=0
shrinkage=0.1


Tree=5587
num_leaves=31
num_cat=0
split_feature=12 130 47 2 9 0 47 97 11 34 129 403 1184 394 132 482 0 1455 16 484 4 156 52 484 0 160 1374 3 159 1373
split_gain=1.22176e-07 1.92661e-07 1.1117e-07 9.91822e-07 2.95522e-07 1.40741e-06 4.53553e-07 2.29231e-07 1.9947e-07 4.04726e-07 1.41717e-07 4.23573e-07 2.43089e-07 1.49616e-07 7.206e-07 1.59859e-07 6.91396e-07 3.74284e-07 4.69641e-07 2.49309e-07 3.49327e-07 3.12452e-07 3.233e-07 1.65352e-07 7.68224e-07 1.6891e-06 6.17169e-07 1.63424e-06 4.8775e-07 3.7768e-07
threshold=0.23631000000000002 -0.22461999999999996 0.092165000000000011 -1.0000000180025095e-35 -0.013509999999999999 -0.093039999999999984 0.089640000000000011 -0.082584999999999978 -0.011194999999999998 -0.010024999999999997 -0.077709999999999987 1.0000000180025095e-35 0.089075000000000015 0.013605000000000001 -0.083174999999999985 0.080200000000000007 -0.059114999999999994 -0.088874999999999982 0.061255000000000011 -0.096419999999999992 -0.014149999999999998 0.089300000000000004 0.12354000000000001 0.091180000000000011 -0.067624999999999977 -0.081639999999999976 0.088460000000000011 -0.07928499999999998 -0.012679999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 8 -7 -6 -10 11 -11 13 15 -15 23 17 -17 19 -19 -21 22 -22 26 25 28 29 -28 -25 -12
right_child=-2 2 3 -5 6 7 -8 -9 9 10 12 -13 -14 14 -16 16 -18 18 -20 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=8.4642630183764239e-06 -7.2614486999510607e-06 2.8422537942350888e-05 -2.3331060233431345e-05 -3.7239310443298836e-07 9.4142621927186048e-06 2.8789075748556153e-06 -1.288483039982364e-05 -1.0080063996264515e-05 -1.1897316403519655e-05 -1.5780072577139697e-05 -2.6037157898216096e-07 3.484683163378577e-06 1.127168740367779e-05 -9.0845492195512634e-06 1.5420551665859724e-05 -8.7374527290442284e-06 2.0476405798035557e-05 9.8008569797126583e-06 1.5511394030909288e-05 -1.3706341310353309e-05 -1.2381800327905999e-05 1.1451830371134704e-05 4.6082167462676207e-06 5.0253587323823015e-06 -1.352301951556001e-05 2.8587828657893825e-05 -2.8515063713012544e-05 8.517167093073527e-06 -1.379483614333107e-05 9.5498388304804397e-06
leaf_weight=27 23 21 20 318 23 39 27 21 28 21 2075 25 20 20 30 33 20 22 25 20 21 21 24 40 21 27 26 22 21 40
leaf_count=27 23 21 20 318 23 39 27 21 28 21 2075 25 20 20 30 33 20 22 25 20 21 21 24 40 21 27 26 22 21 40
internal_value=0 5.39142e-08 -2.0029e-08 -1.73089e-06 1.9156e-07 6.1416e-06 9.82798e-09 -1.65673e-06 1.42459e-07 6.0502e-08 1.90579e-07 -5.3101e-06 2.90671e-07 2.03103e-07 5.61851e-06 9.29439e-08 2.91149e-06 7.95234e-07 3.16049e-06 3.0148e-07 -2.12859e-06 1.37982e-06 -3.32046e-06 -1.378e-07 3.66248e-06 7.76357e-06 -3.29307e-07 -1.1542e-05 -1.45372e-06 -7.48357e-08
internal_weight=0 3098 3071 338 2733 81 2652 60 2625 2602 2574 46 2528 2508 50 2458 186 166 133 108 86 66 45 2272 109 88 2163 48 61 2115
internal_count=3121 3098 3071 338 2733 81 2652 60 2625 2602 2574 46 2528 2508 50 2458 186 166 133 108 86 66 45 2272 109 88 2163 48 61 2115
is_linear=0
shrinkage=0.1


Tree=5588
num_leaves=31
num_cat=0
split_feature=130 12 39 33 15 9 9 132 15 394 1186 16 11 16 129 13 13 13 403 1212 1212 52 52 2 0 160 41 13 133 4
split_gain=1.22213e-07 2.15406e-07 9.97908e-08 4.20276e-07 3.40666e-07 1.56608e-07 2.08427e-07 1.01764e-07 2.68821e-06 1.53164e-06 5.56022e-07 1.15421e-07 3.89329e-07 5.02542e-07 2.96455e-07 2.49881e-07 8.89265e-07 6.6745e-07 1.04642e-06 7.87906e-07 1.76096e-06 8.40295e-07 7.23627e-07 5.85597e-07 7.1649e-07 5.41719e-07 3.81026e-07 3.99369e-07 9.63837e-07 7.61728e-07
threshold=-0.23647499999999996 0.23631000000000002 -1.0000000180025095e-35 -0.012019999999999998 -0.043924999999999992 0.09055500000000001 0.10141500000000002 -0.083284999999999984 0.091915000000000011 0.10969000000000002 1.0000000180025095e-35 -0.16075999999999999 0.076560000000000003 -0.23935499999999996 -0.082304999999999975 -0.087934999999999985 -0.087404999999999997 -0.089109999999999981 -0.0059799999999999992 -0.020729999999999995 -0.092474999999999988 0.086275000000000004 -0.0092699999999999987 0.10005000000000001 -0.08841499999999998 0.041220000000000007 0.081235000000000016 -0.08645499999999999 0.086910000000000015 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 7 -7 8 10 11 -5 12 13 -9 -13 17 -17 19 -19 20 21 -16 25 24 -24 -21 27 28 29 -18
right_child=1 -3 3 5 -6 6 -8 9 -10 -11 -12 14 -14 -15 15 16 26 18 -20 22 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.7919855880281832e-06 -1.851011843962838e-06 9.9101233362572127e-06 -1.2516750439107018e-05 -2.5364450280562782e-07 1.4596739798093949e-05 1.3463891239098302e-05 4.5055428827822656e-07 -1.5146354928709429e-06 3.2125118541269054e-05 -2.6521455299385622e-05 -1.7560402956665453e-05 1.2068722138619273e-05 7.5069468845781342e-06 -1.4838519207167395e-05 1.6048864697792023e-05 -1.7710230521719621e-05 -1.3052417167413157e-05 -2.7536754994518842e-06 2.4071070214576497e-05 2.2368871057175244e-06 -3.137827098805207e-05 -1.0699373897201288e-05 -2.8418459576355587e-06 2.081401726021189e-05 1.4458703800977844e-05 -1.2074789813260922e-05 -1.3459800686091296e-05 -2.1358961742401099e-07 2.1512295016095622e-05 1.2905941910048568e-05
leaf_weight=20 34 22 27 160 20 20 32 326 26 22 21 21 42 31 23 29 26 26 33 87 23 24 54 30 43 38 21 1791 29 20
leaf_count=20 34 22 27 160 20 20 32 326 26 22 21 21 42 31 23 29 26 26 33 87 23 24 54 30 43 38 21 1791 29 20
internal_value=0 5.02507e-08 -2.01999e-08 -9.62631e-08 4.24075e-06 1.55959e-08 5.45568e-06 -8.04274e-08 2.0575e-06 -2.42001e-07 -2.26161e-06 -2.92118e-08 -1.60018e-06 -2.67161e-06 2.41201e-07 1.3307e-07 -3.32035e-07 2.47202e-06 1.225e-05 6.80407e-07 -8.70516e-06 2.39019e-06 3.28751e-06 8.60382e-06 4.82747e-06 -2.11386e-06 -6.49615e-08 8.57843e-08 7.23483e-06 -1.76617e-06
internal_weight=0 3101 3079 3025 54 2998 52 2946 207 2739 181 2717 399 357 2318 2297 1916 381 59 322 70 47 252 127 97 125 1887 1866 75 46
internal_count=3121 3101 3079 3025 54 2998 52 2946 207 2739 181 2717 399 357 2318 2297 1916 381 59 322 70 47 252 127 97 125 1887 1866 75 46
is_linear=0
shrinkage=0.1


Tree=5589
num_leaves=31
num_cat=0
split_feature=12 130 132 1185 1203 49 0 0 16 133 403 1186 2 11 9 1 33 10 46 14 3 43 131 132 52 52 159 52 1446 479
split_gain=1.28581e-07 1.77258e-07 1.10369e-07 6.38304e-07 3.23978e-07 1.02232e-07 2.12951e-07 2.06536e-07 1.58509e-07 2.27253e-07 2.12844e-07 1.14083e-07 9.61224e-08 1.5634e-07 2.33534e-07 5.48302e-07 3.85648e-07 1.25791e-07 1.22433e-07 1.84344e-07 2.94251e-07 4.11513e-07 2.07207e-07 2.12313e-07 1.62321e-07 1.17771e-07 4.54166e-07 2.40399e-07 3.25009e-07 2.45287e-07
threshold=0.23631000000000002 -0.22461999999999996 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10211000000000002 -0.098289999999999975 -0.090809999999999988 -0.073404999999999984 -0.37971999999999995 -0.020569999999999995 -0.010834999999999999 0.25063000000000007 -0.011194999999999998 0.092235000000000011 0.13075500000000004 -0.0066799999999999993 -0.4066499999999999 0.084955000000000017 -0.22253999999999999 0.084940000000000015 -0.05647499999999999 0.13612500000000002 0.13958500000000004 0.14295500000000003 0.55608500000000005 -0.46267499999999995 0.5140450000000002 -0.09143999999999998 0.10713500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 -8 10 -10 11 -9 13 -5 16 -16 -15 -14 19 20 21 -18 23 25 -20 27 -27 28 -21 -30
right_child=-2 2 3 12 -6 -7 7 8 9 -11 -12 -13 17 14 15 -17 18 -19 24 22 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=8.1224557233225732e-06 -7.4493506556040222e-06 -1.0783334291566213e-05 1.7521644548694549e-05 7.8116192268085945e-06 -1.2429581814406751e-05 5.3700667147419761e-06 8.948270806286019e-06 3.4781883028778752e-06 -1.3480901616671674e-05 7.3537360301336527e-07 9.5407664329762889e-06 -5.4017508493696092e-06 8.9184150965593288e-07 1.2026852908564723e-05 -1.9362491009360383e-05 3.5149882142542831e-06 -1.0449791096107221e-05 -1.0189514016799097e-05 1.1589424654327256e-05 -1.2341605947984222e-05 -1.5359826944632003e-05 7.2016617813070691e-06 8.1975968485846438e-06 -1.0041011011621561e-05 -8.4406353943493392e-07 3.6986630951625036e-06 -1.5501377072430439e-05 9.2039269569293798e-06 3.4520876853467554e-08 8.7152454122560538e-06
leaf_weight=27 23 22 21 26 27 24 21 23 23 22 21 39 20 27 20 22 25 21 21 21 20 28 31 21 21 28 22 29 2392 33
leaf_count=27 23 22 21 26 27 24 21 23 23 22 21 39 20 27 20 22 25 21 21 21 20 28 31 21 21 28 22 29 2392 33
internal_value=0 5.53142e-08 -1.56115e-08 1.51734e-07 -2.16321e-06 -7.41715e-07 -1.59951e-06 -2.43508e-07 -1.75153e-06 -6.53072e-06 8.39592e-07 -2.10758e-06 2.27495e-08 9.3462e-08 2.07811e-08 -7.37905e-06 1.35085e-07 -4.78397e-06 1.58141e-08 -6.90872e-08 -5.02459e-06 -1.1245e-06 7.12898e-08 -2.76558e-08 5.37268e-06 5.56236e-08 -4.74935e-06 1.52694e-07 4.53816e-08 1.5265e-07
internal_weight=0 3098 3071 2849 222 195 171 149 128 45 83 62 2828 2787 2761 42 2719 41 2692 2650 73 53 2577 2546 42 2525 50 2475 2446 2425
internal_count=3121 3098 3071 2849 222 195 171 149 128 45 83 62 2828 2787 2761 42 2719 41 2692 2650 73 53 2577 2546 42 2525 50 2475 2446 2425
is_linear=0
shrinkage=0.1


Tree=5590
num_leaves=31
num_cat=0
split_feature=130 12 47 2 47 1366 1375 1 160 1375 457 457 1373 484 151 49 160 160 13 160 159 1453 16 1447 52 1447 480 1447 480 481
split_gain=1.20812e-07 2.048e-07 9.90652e-08 8.20363e-07 3.35674e-07 1.41136e-07 1.50237e-07 5.29439e-07 5.7059e-07 1.69017e-07 3.42428e-07 2.07015e-07 1.78767e-07 1.8425e-07 1.04035e-06 1.03828e-06 2.4995e-07 3.14304e-07 3.28938e-07 2.57751e-07 2.36812e-07 1.9826e-07 5.33169e-07 2.2488e-07 1.70569e-06 4.83696e-07 1.93648e-07 3.16034e-07 4.04908e-07 3.46903e-07
threshold=-0.23647499999999996 0.23631000000000002 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.082814999999999986 0.084315000000000015 0.089105000000000018 1.0000000180025095e-35 0.060690000000000008 -0.10142499999999997 -0.085584999999999981 0.081220000000000014 0.091180000000000011 -0.41619999999999996 0.10877000000000002 -0.077609999999999985 -0.24205499999999996 -0.06884499999999999 -0.061914999999999991 -0.012679999999999999 -0.078199999999999978 -0.014754999999999999 -0.086279999999999982 -0.0087299999999999982 -0.084334999999999979 -0.080004999999999979 -0.082824999999999982 0.11387000000000001 -0.090684999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 9 8 -8 10 -7 -12 13 14 -13 16 17 20 -19 -18 -15 22 -16 24 -23 -25 -27 -28 29 -29
right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 11 12 -14 15 21 -17 19 18 -20 -21 -22 23 -24 25 -26 26 27 28 -30 -31
leaf_value=-7.7471739996326518e-06 7.8835064018874074e-06 9.664045867132452e-06 -2.1278619748841268e-05 -3.9851313819320884e-07 1.2774915680460081e-05 -1.2386286644786279e-05 -8.8871072203682683e-06 -1.6941977749055422e-05 1.4207854865162519e-05 6.6690697750369192e-06 9.1983639031241199e-06 -2.2824587376817361e-05 -9.3630702124869458e-06 2.4935027599068156e-06 2.3896984092405893e-06 2.4675354420651278e-05 -1.4094059761191603e-05 1.473764726490438e-05 -1.4245185820982443e-06 3.7739370384315407e-07 -1.0630028477862653e-05 -2.8015857298090521e-05 -1.6091900970086164e-05 1.260831011791197e-05 6.8075273344010598e-06 9.7789309945385741e-06 -1.1281524749999032e-05 -1.2664691686430679e-05 1.4419825831737398e-05 2.5297394717394604e-07
leaf_weight=20 23 22 20 318 21 22 23 23 20 39 25 20 20 44 37 20 20 34 20 32 20 22 27 32 39 21 24 21 20 2072
leaf_count=20 23 22 20 318 21 22 23 23 20 39 25 20 20 44 37 20 20 34 20 32 20 22 27 32 39 21 24 21 20 2072
internal_value=0 4.9967e-08 -1.87273e-08 -1.63402e-06 1.80459e-07 8.32224e-08 1.67016e-08 -4.69563e-06 1.85474e-06 1.34913e-07 3.65982e-08 1.42942e-07 5.39889e-08 1.28579e-07 -1.15093e-07 3.12319e-06 5.87639e-07 3.13308e-06 8.75166e-06 -5.18855e-06 -1.6076e-06 8.11011e-08 -5.40723e-06 2.37144e-07 -5.75173e-06 4.03957e-07 2.22985e-07 1.2908e-07 2.58684e-07 1.23365e-07
internal_weight=0 3101 3079 338 2741 2720 2697 66 43 2631 2592 2570 2545 2525 2335 190 170 118 54 52 64 2315 64 2251 61 2190 2158 2137 2113 2093
internal_count=3121 3101 3079 338 2741 2720 2697 66 43 2631 2592 2570 2545 2525 2335 190 170 118 54 52 64 2315 64 2251 61 2190 2158 2137 2113 2093
is_linear=0
shrinkage=0.1


Tree=5591
num_leaves=31
num_cat=0
split_feature=12 130 15 2 49 49 150 3 49 151 49 3 0 128 42 157 1 12 16 2 16 2 160 3 2 0 474 13 15 16
split_gain=1.33663e-07 1.65351e-07 1.03652e-07 1.95102e-07 1.18693e-07 3.18525e-07 2.66553e-07 2.80472e-07 2.23439e-07 9.36554e-07 2.17547e-07 1.30832e-07 4.06291e-07 3.8936e-07 4.15351e-07 4.29945e-07 1.31859e-06 4.2947e-07 9.02897e-07 3.30194e-07 5.14878e-07 4.8022e-07 3.85521e-07 6.18721e-07 5.95441e-07 3.02538e-07 2.7465e-07 2.121e-07 8.486e-07 5.60242e-07
threshold=0.23631000000000002 -0.22461999999999996 0.17980000000000004 0.10327000000000001 -0.14715999999999999 -0.10774499999999999 0.083250000000000005 -0.085114999999999982 -0.087004999999999985 -0.0064299999999999991 -0.08471999999999999 -0.097174999999999984 0.10455500000000001 0.085955000000000018 -0.106335 -0.04831499999999999 0.10337500000000001 0.099400000000000002 0.0057500000000000008 0.10855000000000002 -0.070454999999999976 0.088930000000000023 -0.0048599999999999989 -0.24190499999999995 0.094095000000000012 0.051010000000000007 0.083875000000000019 -0.097984999999999989 0.082685000000000022 -0.50690499999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -6 -3 -8 9 -7 -10 13 25 14 -12 16 26 19 -19 21 -21 -17 -23 -24 -25 27 -16 28 29 -13
right_child=-2 2 3 -5 5 8 7 -9 10 -11 11 12 -14 -15 15 17 -18 18 -20 20 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=7.847886409864359e-06 -7.5951186298207979e-06 -1.2184498896553684e-05 1.2050840000483731e-05 -1.7497768480790822e-06 1.1491481863383039e-05 6.5306595665195193e-06 7.9590843327537196e-06 -7.6726423065503528e-06 9.9367136582176598e-06 -2.3057753442117245e-05 -8.7342934182829819e-06 1.4027268488544824e-05 -1.0456938005704732e-05 1.182188993345121e-05 1.4900996857249993e-05 -2.4229985274359935e-06 -2.1119302755323591e-05 3.1599201355336349e-06 2.8229561858097445e-05 2.853147772704553e-06 -1.8316033426799552e-05 -2.2851112047506969e-06 -1.8377857321121899e-06 8.3660125150904968e-06 3.1005788539351632e-05 1.0560944005751831e-05 -1.6715604965611418e-06 -5.8093050304671313e-10 -2.0260836771950171e-05 -3.0756372122620658e-06
leaf_weight=27 23 26 20 21 24 23 24 22 22 20 42 22 39 34 20 80 30 51 20 27 20 26 22 26 21 26 20 2169 26 148
leaf_count=27 23 26 20 21 24 23 24 22 22 20 42 22 39 34 20 80 30 51 20 27 20 26 22 26 21 26 20 2169 26 148
internal_value=0 5.63904e-08 -1.21119e-08 4.98223e-06 -7.96921e-08 1.79547e-08 -4.09135e-06 4.83041e-07 -7.58983e-08 -7.23139e-06 3.05307e-08 -4.54316e-08 -3.32458e-07 1.54335e-06 6.80456e-07 1.76977e-06 -5.27129e-06 3.45193e-06 1.02218e-05 1.28679e-06 -6.15501e-06 3.28545e-06 8.09257e-06 1.2003e-05 1.84817e-05 -1.67316e-07 6.61472e-06 -2.85258e-07 -3.43559e-06 -8.6232e-07
internal_weight=0 3098 3071 41 3030 2958 72 46 2934 43 2891 2869 2430 439 405 363 70 293 71 222 47 175 95 69 47 2391 40 2365 196 170
internal_count=3121 3098 3071 41 3030 2958 72 46 2934 43 2891 2869 2430 439 405 363 70 293 71 222 47 175 95 69 47 2391 40 2365 196 170
is_linear=0
shrinkage=0.1


Tree=5592
num_leaves=31
num_cat=0
split_feature=130 10 2 40 10 46 1428 473 471 11 12 1426 16 1 34 1 1 15 1 4 52 131 1447 480 0 3 3 3 1 1
split_gain=1.18727e-07 2.05983e-07 3.27307e-07 2.94438e-07 2.1879e-07 1.07359e-07 1.71593e-07 3.10374e-07 1.44546e-07 1.52573e-07 5.85268e-07 3.11981e-07 2.76955e-07 1.57604e-07 6.74153e-07 6.18372e-07 4.23327e-07 4.57514e-06 2.23368e-06 1.70712e-06 5.64101e-07 6.71577e-07 4.14131e-07 5.45851e-07 4.14274e-07 3.91747e-07 4.44449e-07 9.09441e-07 6.71028e-07 4.40147e-07
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 -0.11058499999999999 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 0.090070000000000025 0.10149500000000002 -0.068029999999999993 -0.010699999999999999 0.10293500000000001 -0.057544999999999992 0.10389500000000002 0.09253500000000002 -0.10203999999999998 0.091535000000000019 0.018150000000000003 0.4099850000000001 0.086300000000000016 0.059120000000000013 0.11144000000000001 -0.23051499999999997 -0.076234999999999983 -0.011549999999999998 -0.0069549999999999994 0.10887500000000001 0.11039500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 -8 -9 11 -11 -10 -12 14 -13 -15 18 -18 22 20 21 -19 23 24 -16 29 28 -28 -27 -17
right_child=1 3 -4 4 5 -7 7 8 9 10 12 13 -14 15 16 25 17 19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-7.6800310057478783e-06 -1.6289789798628634e-06 -1.1845075901614369e-05 1.6245982524196735e-05 9.9730280866920527e-06 -7.390709669152784e-06 4.9252700528297792e-06 1.2386768248688894e-05 -8.1883647991079765e-06 -1.1072135151835028e-05 1.4884047537165199e-05 4.511811775128908e-06 1.6973886975317024e-05 -1.1747540460191887e-05 -1.6342303994557975e-05 1.3218905185870731e-05 -1.4950274271618091e-05 3.7477022723838416e-05 1.0311348233691875e-06 -2.4041192906364675e-05 -2.9465808074746748e-05 -1.086228994884022e-05 1.9672277868148345e-05 1.0907930437887055e-05 -1.2266075565195125e-05 -3.7219605689597134e-09 2.0689879587128723e-05 -2.1542954484521902e-05 7.6148829684139212e-08 2.0144106127931474e-06 -1.7338582251162551e-06
leaf_weight=20 21 21 20 22 32 43 20 22 26 31 22 24 20 27 24 37 35 121 39 20 31 23 35 36 1863 24 21 265 97 79
leaf_count=20 21 21 20 22 32 43 20 22 26 31 22 24 20 27 24 37 35 121 39 20 31 23 35 36 1863 24 21 265 97 79
internal_value=0 4.95338e-08 7.09051e-06 -4.48062e-08 3.67357e-08 -3.57199e-08 -1.07449e-07 -2.82294e-08 -1.13205e-07 -5.19456e-08 4.46184e-06 -1.68503e-07 -3.23074e-06 -6.72907e-08 3.03493e-07 -1.58481e-06 1.23839e-07 4.18643e-06 -3.4406e-07 -1.78881e-06 1.37428e-06 4.00854e-06 1.27946e-07 -6.82574e-08 1.64451e-07 -8.2295e-07 6.38163e-07 -1.51127e-06 5.71864e-06 -5.94944e-06
internal_weight=0 3101 41 3060 3039 3017 2974 2942 2922 2900 73 2827 42 2801 2251 550 2227 230 1997 195 175 144 1958 1923 1887 523 407 286 121 116
internal_count=3121 3101 41 3060 3039 3017 2974 2942 2922 2900 73 2827 42 2801 2251 550 2227 230 1997 195 175 144 1958 1923 1887 523 407 286 121 116
is_linear=0
shrinkage=0.1


Tree=5593
num_leaves=31
num_cat=0
split_feature=2 2 1375 49 52 16 481 481 481 151 49 14 160 160 1212 1210 42 1210 2 0 4 4 0 1447 1453 47 0 15 47 132
split_gain=1.18336e-07 8.30931e-07 7.7471e-07 4.27146e-07 1.2196e-06 1.79706e-06 4.23912e-07 1.81574e-06 5.51872e-07 4.18554e-07 4.10884e-07 4.51654e-07 4.06682e-07 1.06484e-06 3.95826e-07 9.90044e-07 8.11094e-07 4.56926e-07 3.93808e-07 6.92323e-07 5.29626e-07 4.23573e-07 4.2104e-07 3.70763e-07 8.54086e-07 4.19165e-07 2.64809e-06 2.21734e-06 8.03141e-07 4.63589e-07
threshold=0.087625000000000022 0.087505000000000013 -0.15308499999999997 0.084075000000000025 -0.0046699999999999997 -0.0060749999999999997 -0.087424999999999989 -0.13925499999999996 -0.085629999999999984 -0.5145249999999999 0.005085000000000001 0.081185000000000021 -0.55248999999999981 -0.52954999999999985 -0.089544999999999986 -0.14175499999999996 0.092145000000000019 -0.076234999999999983 0.088930000000000023 -0.082844999999999988 -0.00059999999999999995 -0.083439999999999986 -0.085034999999999986 -0.085709999999999995 -0.077984999999999985 0.092165000000000011 -0.10224499999999999 -0.10324499999999999 0.084210000000000021 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 7 -4 -8 -2 11 23 -11 -14 16 -16 -15 -17 19 20 22 -21 -19 -10 -25 28 -27 -28 29 -26
right_child=9 -3 3 4 -6 -7 8 -9 10 12 -12 -13 13 14 15 17 -18 18 -20 21 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-1.7433832579172303e-05 -1.2075617130522592e-05 2.0418381540193445e-05 8.0416155891985648e-06 3.4302265469015197e-05 -3.7060231871195851e-06 -2.6903077165722308e-06 1.5558597431208911e-05 -3.0348718329068192e-05 -1.0214629706221483e-05 -1.3272147418774695e-05 -1.3296803240336886e-05 -1.4401252583411406e-05 1.917445639329734e-05 1.9102607478771463e-05 -1.9757323601273433e-05 1.4208504751964247e-05 -6.7028696104812082e-06 9.070677328673676e-06 -1.1146450140116981e-07 -2.6321219229430427e-05 -1.292906048878503e-05 -6.6778036141287249e-06 -5.9427203737986055e-06 2.1027308248124298e-05 8.0481945412638134e-06 -3.2610348695790756e-05 2.7308038417888584e-05 -4.953034318523441e-06 1.7289304542505455e-05 2.0985469455556896e-07
leaf_weight=24 31 21 28 29 55 24 24 22 30 24 22 20 28 29 27 21 21 47 1371 21 28 23 31 21 83 27 27 101 31 830
leaf_count=24 31 21 28 29 55 24 24 22 30 24 22 20 28 29 27 21 21 47 1371 21 28 23 31 21 83 27 27 101 31 830
internal_value=0 6.74383e-07 3.778e-07 6.8892e-07 6.72562e-06 1.75509e-05 1.73941e-07 -8.85013e-06 5.44996e-07 -5.62229e-07 2.42709e-07 4.97298e-07 -3.48635e-07 -1.60315e-07 -4.94702e-07 -7.73829e-07 8.26431e-06 -4.41434e-07 -6.43701e-07 -5.50834e-06 -1.13128e-06 -1.60531e-05 3.10381e-06 7.56403e-07 1.05027e-06 6.68543e-07 -4.15109e-06 1.85204e-06 1.4599e-06 9.22431e-07
internal_weight=0 1419 1398 1374 108 53 1266 50 1216 1702 1192 1170 1671 1647 1619 1569 50 1542 1521 150 106 44 78 1150 1120 1099 155 128 944 913
internal_count=3121 1419 1398 1374 108 53 1266 50 1216 1702 1192 1170 1671 1647 1619 1569 50 1542 1521 150 106 44 78 1150 1120 1099 155 128 944 913
is_linear=0
shrinkage=0.1


Tree=5594
num_leaves=31
num_cat=0
split_feature=132 132 15 1186 120 483 483 483 42 1456 43 43 159 2 11 33 9 3 2 3 2 52 157 3 0 0 52 3 133 130
split_gain=1.25061e-07 5.7241e-07 2.79644e-07 2.96656e-07 1.12291e-07 1.60306e-07 1.11318e-06 5.2431e-07 6.75203e-07 2.91167e-07 3.35519e-07 3.35724e-07 2.85993e-07 1.70012e-07 2.19836e-07 2.13362e-07 2.00413e-07 2.27398e-07 1.65215e-07 1.59138e-07 5.20414e-07 4.98097e-07 4.90621e-07 7.03432e-07 1.55688e-07 5.34627e-07 1.92189e-07 1.73104e-07 7.85452e-07 3.63188e-07
threshold=-0.083174999999999985 -0.069704999999999989 0.092400000000000024 0.049580000000000006 0.09852000000000001 0.10045000000000003 0.10357500000000001 0.095250000000000015 0.087505000000000013 -0.074164999999999995 -0.078469999999999984 -0.063379999999999978 -0.023324999999999995 0.31098000000000003 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 -0.014944999999999998 -0.045829999999999989 -0.16726499999999997 0.10467500000000002 -0.010034999999999999 -0.04831499999999999 -0.24190499999999995 0.13134000000000004 0.062580000000000011 0.091275000000000009 -0.11171999999999999 0.12032500000000002 0.089120000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 13 -9 12 -11 -12 -8 14 -3 -16 18 -18 -17 20 21 -20 -22 -24 25 27 -26 28 29 -21
right_child=1 4 -4 -5 -6 6 9 8 -10 10 11 -13 -14 -15 15 16 17 -19 19 24 22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=3.1726498055788129e-07 1.6625144053250551e-05 9.5415719315496975e-06 -1.2250487990968394e-05 -1.2257325713671024e-05 -7.411818646687607e-06 2.4064570739441977e-05 1.4672674221098228e-05 9.5175522801582707e-07 -2.2789508365467952e-05 5.5886824401778331e-06 -1.4621636045596848e-05 1.1168996410481707e-06 -2.0361105271149428e-06 -7.1242307782881656e-06 -9.0744394692592334e-06 -6.6402474153114279e-06 6.4314727329214557e-07 1.4408987849059313e-05 1.9041614177695011e-06 1.5675473361251667e-06 -1.2209879532047824e-05 2.4222243891927067e-05 -3.9750947225174232e-06 1.8939624180261272e-05 -7.2984756635768078e-07 -1.4956445761526993e-05 1.2799276547747512e-05 2.918914024882317e-07 -2.0651105511536698e-05 -1.2613457723394581e-05
leaf_weight=176 21 25 25 21 20 22 21 25 23 26 33 23 20 32 25 36 28 21 20 129 26 20 37 21 21 24 21 2136 22 21
leaf_count=176 21 25 25 21 20 22 21 25 23 26 33 23 20 32 25 36 28 21 20 129 26 20 37 21 21 24 21 2136 22 21
internal_value=0 1.75163e-07 -2.28751e-06 -1.02317e-06 5.51319e-08 1.07385e-07 3.34693e-06 -6.57571e-08 -1.04243e-05 -3.58663e-07 -3.79902e-06 -8.15759e-06 6.52205e-06 1.20813e-07 2.08865e-07 1.19403e-07 2.08387e-07 6.54279e-06 8.58982e-08 1.82832e-07 3.6752e-06 1.30632e-05 -7.95277e-07 4.32161e-06 4.17026e-10 -1.08262e-07 6.03471e-06 4.61381e-08 -3.00578e-06 -4.17793e-07
internal_weight=0 2899 222 197 2878 2858 145 2713 48 123 82 56 41 2665 2633 2608 2583 49 2534 2498 124 40 84 58 2374 2332 42 2308 172 150
internal_count=3121 2899 222 197 2878 2858 145 2713 48 123 82 56 41 2665 2633 2608 2583 49 2534 2498 124 40 84 58 2374 2332 42 2308 172 150
is_linear=0
shrinkage=0.1


Tree=5595
num_leaves=31
num_cat=0
split_feature=43 130 1 4 42 132 1185 1203 4 2 2 4 471 157 52 1429 1429 151 49 159 16 4 12 43 475 0 39 15 33 44
split_gain=1.0479e-07 3.34305e-07 3.16885e-07 3.8566e-07 1.75111e-07 1.19531e-07 5.72861e-07 2.33676e-07 1.04414e-07 3.92417e-07 8.49117e-07 1.82776e-07 3.55749e-07 3.11859e-07 3.0507e-07 1.98698e-07 1.25462e-06 5.96528e-07 4.26272e-07 2.99531e-07 8.1517e-07 4.54905e-07 3.51544e-07 2.16962e-07 2.14985e-07 2.09352e-07 1.7645e-07 4.74499e-07 3.56773e-07 1.91547e-07
threshold=-0.50775499999999985 -0.22699999999999995 0.076935000000000017 -0.081224999999999978 0.15432000000000004 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.50940999999999981 0.097070000000000004 0.088125000000000023 -0.50052499999999989 -0.04945999999999999 -0.00078499999999999989 -0.56022499999999986 0.083715000000000026 0.083985000000000018 -0.54526999999999981 0.10269000000000002 -0.092414999999999983 -0.008904999999999998 -0.012164999999999999 0.088615000000000013 -0.08287499999999999 -0.084264999999999993 0.16094000000000003 -1.0000000180025095e-35 -0.093959999999999988 -0.012019999999999998 0.099360000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 -3 9 10 -8 13 -13 -10 -14 17 -17 -16 19 -18 -21 22 24 -23 -22 26 27 -19 -28 -30
right_child=1 4 -4 -5 -6 6 8 -9 11 -11 -12 12 14 -15 15 16 18 25 -20 20 21 23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=1.9165789806265823e-05 -1.1840995849373333e-05 -1.0868459274443293e-06 -5.5320825209570973e-06 1.7874256024657846e-07 8.3425729308146418e-06 1.6570221452552472e-05 3.8025007597752849e-06 -1.1016177261437946e-05 1.2864998819262336e-05 5.7190152080599139e-06 -2.2008935164194556e-05 -1.2681692698441277e-05 1.02874742502724e-05 -2.7275680054117404e-06 1.7434504258062589e-05 -2.6791672746639963e-05 8.8880888142739423e-06 -3.1739694795760446e-06 1.0060769174913277e-05 -2.0574112979375062e-05 -8.4019182759220727e-06 1.4000046472314613e-05 -1.6651441515849994e-05 9.9768790140374084e-07 6.0848422468292748e-06 -9.2010658969835897e-06 -1.2066482073199343e-05 1.6962581127121336e-05 2.923491162454248e-07 -8.181378628764665e-06
leaf_weight=20 24 194 23 23 25 21 26 27 29 29 25 22 29 23 20 20 20 25 32 25 20 21 22 33 21 24 24 22 2225 27
leaf_count=20 24 194 23 23 25 21 26 27 29 29 25 22 29 23 20 20 20 25 32 25 20 21 22 33 21 24 24 22 2225 27
internal_value=0 -8.51764e-08 3.94226e-06 9.00993e-06 7.90829e-09 -6.14086e-08 1.16226e-07 -2.29993e-06 -8.78584e-09 -3.56884e-06 -8.85016e-06 9.7326e-08 -1.86657e-08 5.96829e-06 8.80725e-08 -2.65275e-08 -2.9446e-06 2.37294e-07 -4.86135e-07 -2.56947e-06 -4.18322e-06 -6.80886e-07 -6.45378e-06 6.05416e-06 -9.8187e-07 9.07482e-08 1.86746e-07 6.25165e-06 6.15044e-08 1.90755e-07
internal_weight=0 3055 66 43 3031 3006 2785 221 2764 80 51 2684 2632 52 2610 2581 214 2367 194 162 142 117 63 54 41 2347 2323 47 2276 2252
internal_count=3121 3055 66 43 3031 3006 2785 221 2764 80 51 2684 2632 52 2610 2581 214 2367 194 162 142 117 63 54 41 2347 2323 47 2276 2252
is_linear=0
shrinkage=0.1


Tree=5596
num_leaves=31
num_cat=0
split_feature=156 1425 1426 2 2 1371 481 481 1456 1456 1447 1455 15 159 151 401 15 403 49 132 12 15 15 128 1 1 1 51 133 2
split_gain=1.17992e-07 1.69455e-07 1.30358e-07 1.34918e-07 7.11743e-07 6.68482e-07 4.37006e-07 1.16023e-06 9.06279e-07 6.46535e-07 1.00406e-06 6.13878e-07 4.47411e-07 4.05685e-07 3.64109e-07 3.60799e-07 5.97553e-07 8.76643e-07 3.89708e-07 3.85538e-07 4.40269e-06 3.09446e-06 4.79981e-07 4.2781e-07 5.00453e-07 4.77748e-06 3.21495e-06 9.23492e-07 7.20644e-07 8.42798e-07
threshold=0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 0.087625000000000022 0.087505000000000013 0.083235000000000017 -0.087424999999999989 -0.13925499999999996 0.090820000000000026 0.085790000000000019 -0.086279999999999982 -0.097209999999999977 0.11728000000000001 -0.46871499999999994 -0.5225749999999999 -0.46360499999999999 0.094425000000000023 -1.0000000180025095e-35 0.11308500000000002 -0.083284999999999984 0.091545000000000015 0.091915000000000011 0.084905000000000022 0.10551000000000001 0.09202500000000001 0.094220000000000012 0.091095000000000023 0.087505000000000013 0.087985000000000022 0.085485000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 10 -8 -12 13 -13 -5 -15 18 -18 19 20 22 23 -17 24 26 -26 28 -27 -21 -30
right_child=-2 -3 -4 14 -6 -7 8 -9 -10 -11 11 12 -14 15 -16 16 17 -19 -20 21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=5.2184474770911035e-06 7.470514988415831e-06 -8.2503315425128673e-06 6.9339201883377863e-06 -1.1764878415525691e-05 1.8947577232860828e-05 -1.6145482212929589e-05 1.7720700468219418e-05 -2.3950664761287046e-05 2.2182840784807925e-05 -1.6671677942559611e-05 -1.5639971914661938e-05 -1.263558013148292e-05 1.1832689254889476e-05 -1.2208266287502955e-05 -4.5978253813177673e-07 3.527411688075688e-07 2.7250310173647971e-05 1.2640651381362286e-06 1.4325044832901312e-05 -1.4263415416988007e-06 4.8195212666541924e-05 -3.2566377031516508e-05 -1.7070206827373202e-05 1.129827437833026e-05 5.0807745947167862e-05 -2.4579508735336104e-06 -3.6507700819129245e-05 1.5778473721184127e-05 1.3695600269813209e-06 2.1298229327726403e-05
leaf_weight=30 21 25 27 29 21 24 35 25 20 21 23 23 36 21 1618 64 21 34 20 495 20 29 21 36 20 210 25 32 63 32
leaf_count=30 21 25 27 29 21 24 35 25 20 21 23 23 36 21 1618 64 21 34 20 495 20 29 21 36 20 210 25 32 63 32
internal_value=0 -5.06038e-08 1.60607e-08 -4.52196e-08 6.76146e-07 3.98102e-07 6.90909e-07 -8.04024e-06 1.06002e-06 7.30234e-07 1.02027e-06 5.4311e-07 8.5277e-07 5.13767e-07 -6.5884e-07 7.78365e-07 1.02143e-06 1.11861e-05 4.97479e-07 2.33342e-07 5.981e-06 -4.07321e-07 -3.95175e-06 6.1416e-07 1.75588e-07 3.83548e-06 -1.38359e-06 -4.65228e-08 1.04723e-07 8.08237e-06
internal_weight=0 3100 3075 3048 1401 1380 1356 55 1301 1281 1260 1225 1202 1166 1647 1143 1122 55 1067 1047 105 942 85 913 877 262 615 242 590 95
internal_count=3121 3100 3075 3048 1401 1380 1356 55 1301 1281 1260 1225 1202 1166 1647 1143 1122 55 1067 1047 105 942 85 913 877 262 615 242 590 95
is_linear=0
shrinkage=0.1


Tree=5597
num_leaves=31
num_cat=0
split_feature=479 13 1446 43 1 130 4 12 12 4 52 132 15 1185 2 132 4 12 1210 1210 12 51 2 3 16 12 1429 2 0 1
split_gain=1.16112e-07 1.82154e-07 1.32131e-07 1.13672e-07 2.97315e-07 2.82914e-07 2.51865e-07 1.54154e-07 2.95419e-07 2.48252e-07 2.21862e-07 1.29781e-07 3.37829e-06 1.60843e-06 4.2661e-07 2.0083e-07 2.37608e-07 1.35818e-07 9.05943e-07 6.37673e-07 6.30525e-07 1.24433e-06 7.8881e-07 7.84743e-07 7.11076e-07 5.7529e-07 5.43102e-07 8.01884e-07 1.21989e-06 3.66856e-06
threshold=0.10769500000000001 -0.076384999999999995 -0.073109999999999994 -0.50775499999999985 0.076935000000000017 -0.22699999999999995 -0.081224999999999978 0.12477500000000001 0.11734000000000001 0.16173500000000005 1.0000000180025095e-35 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.082850000000000021 -0.41094499999999995 0.0082450000000000006 0.093765000000000015 -0.064799999999999983 -0.00092999999999999995 0.091715000000000005 0.090560000000000015 0.096015000000000017 -0.082879999999999995 -0.013324999999999998 0.091475000000000015 -0.067934999999999982 0.097605000000000011 -0.072594999999999979 0.097115000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -5 -4 8 11 10 -9 12 14 -13 -7 -16 -17 20 -19 -20 25 22 23 -22 -25 -15 -21 28 -28 -30
right_child=1 -3 3 5 -6 7 -8 9 -10 -11 -12 13 -14 17 15 16 -18 18 19 26 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=8.1720088110159841e-06 -1.1791373926176416e-05 1.5434207944053927e-06 1.728135866244429e-05 -1.0886079818798561e-05 -4.9846574602665699e-06 -1.3229111811659974e-05 1.7759757569861407e-06 6.9694287242996592e-06 -9.5181007164876191e-06 1.3931576431787108e-05 -4.4545498032194322e-06 -2.8433685620257169e-05 4.0344966085588872e-05 7.7727420502299756e-08 8.4254969844247778e-06 5.1698800704455012e-07 -1.1248387792355581e-05 -1.9571366799307446e-05 1.6622215644886077e-05 -1.5238833706322253e-05 -2.036209676886329e-06 2.9050565206576029e-05 -9.3787117880071351e-06 2.300921964217942e-05 1.852168668933917e-07 -1.6187330443658126e-05 6.2517410113867976e-07 4.2036452471622705e-06 -4.3560764014013591e-05 -5.7785627220818295e-08
leaf_weight=20 21 20 20 24 23 29 22 34 33 20 34 20 21 1882 24 94 21 26 21 26 49 21 38 39 21 22 191 214 28 63
leaf_count=20 21 20 20 24 23 29 22 34 33 20 34 20 21 1882 24 94 21 26 21 26 49 21 38 39 21 22 191 214 28 63
internal_value=0 -5.2866e-06 7.03701e-08 1.74183e-08 4.15464e-06 -7.23712e-08 9.15949e-06 1.49829e-08 -1.10865e-07 4.13793e-06 1.25744e-06 -1.93889e-09 2.53012e-06 -1.81781e-07 -2.19674e-06 1.04983e-07 -1.63147e-06 3.21678e-08 -1.3363e-06 -4.63162e-07 4.07967e-07 6.28063e-06 3.02778e-06 7.35298e-06 1.50208e-05 -1.10209e-07 -1.1505e-06 -4.12003e-07 -3.91466e-06 -1.34433e-05
internal_weight=0 41 3080 3060 65 2995 42 2971 2883 88 68 2850 189 2661 168 139 115 2641 569 543 2072 168 147 109 60 1904 522 496 282 91
internal_count=3121 41 3080 3060 65 2995 42 2971 2883 88 68 2850 189 2661 168 139 115 2641 569 543 2072 168 147 109 60 1904 522 496 282 91
is_linear=0
shrinkage=0.1


Tree=5598
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 12 130 1365 1375 1 1375 133 1375 1375 457 1371 457 42 1374 15 150 147 448 147 4 150 151 151 34 10 9
split_gain=1.24001e-07 6.34293e-07 3.92255e-07 2.1913e-07 1.20866e-07 2.20573e-07 1.05368e-07 1.26538e-07 7.13562e-07 1.36193e-07 4.00896e-07 2.10062e-07 2.12394e-07 2.28942e-07 2.25956e-07 2.32179e-07 3.24688e-07 1.87753e-07 1.25737e-06 2.05311e-07 3.38382e-07 5.32286e-07 2.6251e-07 2.12986e-07 1.84133e-07 2.96138e-07 2.03054e-07 1.71324e-07 2.46843e-07 1.05497e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.23631000000000002 -0.22562499999999999 0.088010000000000019 0.089070000000000024 0.088875000000000023 0.084665000000000018 0.087285000000000015 0.083895000000000011 0.060690000000000008 -0.10142499999999997 0.086910000000000015 -0.0071649999999999995 0.086665000000000006 -0.035729999999999991 -0.07490999999999999 0.12068000000000002 0.094075000000000006 -0.051794999999999994 0.08845500000000002 -0.0057249999999999992 0.10699000000000002 0.10280000000000002 0.08357500000000001 -0.097449999999999981 0.053330000000000009 0.092410000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 7 9 -9 11 -11 12 13 -7 15 16 -15 18 -17 20 22 -22 24 -24 25 26 27 -19 -29 -30
right_child=1 4 -4 -5 -6 6 -8 8 -10 10 -12 -13 -14 14 -16 17 -18 19 -20 -21 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=3.7167476351578961e-07 1.749077682255856e-05 9.4580594231956646e-06 -1.4077496187042016e-05 -1.0435638592926332e-05 -7.1720859859456341e-06 -9.5659788057673734e-06 5.9185494516592975e-06 7.7263397997739968e-06 -1.5771771644982177e-05 -3.8767757533129223e-06 1.5905817235761788e-05 -8.9789288232658207e-06 8.4199874580311487e-06 -1.5177917055098079e-05 9.5106354165181984e-06 2.5161463859798721e-05 9.5177670468379246e-07 8.3669042448756652e-06 -5.7901066507578701e-06 7.9202798289657043e-06 1.4399584870261607e-06 -2.0360390408313833e-05 1.5276447402357008e-05 1.4313155115814881e-06 -8.6619500561937456e-06 1.1787629834240459e-05 -8.6053729579102113e-06 2.1459049841750267e-08 -2.1781673388924598e-05 8.9092591614254561e-06
leaf_weight=176 21 25 25 21 23 25 30 24 28 21 20 26 30 24 25 21 26 24 35 32 24 21 20 25 25 21 28 2230 24 21
leaf_count=176 21 25 25 21 23 25 30 24 28 21 20 26 30 24 25 21 26 24 35 32 24 21 20 25 25 21 28 2230 24 21
internal_value=0 1.74421e-07 -2.2778e-06 -7.80374e-07 4.80681e-08 1.06234e-07 2.36207e-08 -3.95393e-08 -4.92649e-06 5.29357e-08 5.77327e-06 -3.3704e-08 5.30457e-08 -4.16387e-08 4.90348e-08 -4.19072e-08 -6.79048e-06 9.03659e-08 5.81673e-06 -3.81618e-08 -1.4156e-07 -8.73354e-06 1.83402e-08 7.58471e-06 -1.25143e-07 -3.4249e-08 -1.40935e-07 -3.78453e-08 -1.26511e-07 -7.45924e-06
internal_weight=0 2899 222 197 2878 2855 2830 2800 52 2748 41 2707 2681 2651 2626 2601 50 2551 56 2495 2463 45 2418 45 2373 2348 2327 2299 2275 45
internal_count=3121 2899 222 197 2878 2855 2830 2800 52 2748 41 2707 2681 2651 2626 2601 50 2551 56 2495 2463 45 2418 45 2373 2348 2327 2299 2275 45
is_linear=0
shrinkage=0.1


Tree=5599
num_leaves=31
num_cat=0
split_feature=401 401 402 1210 401 1212 401 1212 1213 43 16 394 12 12 12 4 12 52 483 484 157 3 3 3 13 16 1208 1209 1212 15
split_gain=1.11073e-07 1.89369e-07 3.01724e-07 1.53919e-07 1.36282e-07 1.55704e-07 1.57843e-07 3.76668e-07 1.68321e-07 5.97577e-07 3.39342e-07 2.77833e-07 1.50054e-07 7.72375e-07 6.57377e-07 9.25224e-07 6.50945e-07 6.42555e-07 4.53736e-07 8.25755e-07 3.51944e-07 6.1165e-07 5.01633e-07 5.57448e-07 4.79884e-07 2.56519e-07 2.52848e-07 2.8468e-07 2.69052e-07 9.27757e-07
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.13729500000000003 0.15049500000000002 0.11769000000000002 -0.41103999999999991 0.11076500000000002 -0.013024999999999998 -0.088909999999999989 0.264685 0.099100000000000008 0.10061500000000002 0.096525000000000014 -0.065794999999999979 0.095780000000000018 -0.046924999999999988 0.10143000000000001 0.090150000000000022 -0.04831499999999999 -0.13309499999999996 -0.11171999999999999 -0.088494999999999976 0.086705000000000018 0.41221000000000008 0.10233500000000001 -0.085894999999999985 -0.089544999999999986 0.089295000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 8 -8 11 -10 -11 12 14 -14 16 -16 26 -18 19 20 -15 24 -23 -24 -22 -17 27 -4 29 -29
right_child=1 2 3 -5 -6 -7 7 -9 9 10 -12 -13 13 18 15 25 17 -19 -20 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=7.4283612684666885e-06 -9.08803577539916e-06 9.5302252668371902e-06 -8.9077765473380833e-06 -8.8272336222416934e-06 7.1830918666539499e-06 -8.8820356722862925e-06 -2.70954977471168e-06 1.5629215578796685e-05 -1.819194647831192e-05 -7.1464658352245653e-06 9.5007398282405137e-06 1.1745944357244298e-05 -1.6521643236487627e-05 -1.1769488567855054e-05 2.1917298299327243e-05 -4.0762051320278856e-06 -8.3315054984393948e-07 -2.270990612487367e-05 -1.3057918391091841e-05 1.9621836801369294e-05 8.3788602646214158e-07 -1.5609237243552344e-05 1.0824356049114786e-05 -2.5863604060921725e-06 2.0447121952808328e-05 9.5593608172996709e-06 1.0579008099027662e-05 -1.7329335832982906e-06 -8.993304411218231e-09 2.381394103091831e-05
leaf_weight=20 23 33 35 20 26 20 24 21 23 24 25 20 33 27 33 37 29 25 27 21 26 24 37 191 24 22 23 44 2163 21
leaf_count=20 23 33 35 20 26 20 24 21 23 24 25 20 33 27 33 37 29 25 27 21 26 24 37 191 24 22 23 44 2163 21
internal_value=0 -4.79108e-08 1.96405e-08 -8.34299e-08 -2.56196e-08 -8.81159e-08 -2.90765e-08 5.84854e-06 -1.19224e-07 -4.8946e-06 1.34701e-06 9.1132e-10 -8.1742e-08 -1.85145e-06 2.16605e-07 8.50823e-06 -1.0939e-07 -1.09613e-05 -5.67323e-07 3.96237e-07 -8.30929e-07 1.47022e-07 -1.8576e-06 -4.1006e-07 1.02503e-05 1.00824e-06 1.46954e-07 4.09275e-08 1.81504e-07 6.52067e-06
internal_weight=0 3101 3078 3045 3025 2999 2979 45 2934 72 49 2862 2842 410 2432 92 2340 54 377 350 329 302 252 228 50 59 2286 2263 2228 65
internal_count=3121 3101 3078 3045 3025 2999 2979 45 2934 72 49 2862 2842 410 2432 92 2340 54 377 350 329 302 252 228 50 59 2286 2263 2228 65
is_linear=0
shrinkage=0.1


Tree=5600
num_leaves=31
num_cat=0
split_feature=1211 52 1211 1213 1210 16 15 4 479 131 479 159 483 13 42 133 3 481 483 483 49 2 2 2 0 1 3 12 1447 1446
split_gain=1.11873e-07 1.09147e-07 3.02353e-07 2.94856e-07 6.13027e-07 2.77762e-07 2.24471e-07 6.02324e-07 5.95977e-07 3.24846e-07 1.88522e-06 7.8164e-07 4.09022e-07 6.79134e-07 5.62337e-07 6.03328e-07 1.51824e-06 6.30804e-07 5.58031e-07 5.22599e-07 4.18162e-07 3.45877e-07 1.49537e-06 5.95731e-07 4.53546e-07 2.58489e-07 2.40978e-07 3.06812e-07 2.18948e-07 7.66748e-07
threshold=0.12463 0.091275000000000009 0.092635000000000009 0.104315 -0.064344999999999999 0.15891500000000003 0.12044500000000001 -0.050494999999999991 0.10951000000000001 0.089415000000000008 0.083230000000000012 -0.10296999999999999 0.098395000000000024 0.19762500000000002 0.11839500000000001 0.092470000000000011 -0.073309999999999986 -0.085749999999999979 0.11494000000000001 0.0015150000000000003 -0.013049999999999997 0.10402500000000002 0.097605000000000011 0.11870500000000002 -0.079119999999999982 0.07863500000000001 -0.077774999999999983 0.086305000000000007 -0.086359999999999978 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 3 4 -3 6 8 -8 9 10 12 -11 13 14 15 17 -17 -6 -14 20 -19 22 24 -23 25 26 27 -22 29 -1
right_child=-2 2 -4 -5 5 -7 7 -9 -10 11 -12 -13 18 -15 -16 16 -18 19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.4167692577672805e-05 5.9774379781541236e-06 1.3316510678358158e-05 -1.2432237429532942e-05 -1.273600832291777e-05 -1.6684496360886398e-05 -9.6171551991572667e-06 -3.8879005379450451e-06 1.8223161731095223e-05 -1.7283091094875336e-05 4.1176295404251768e-06 2.9780291805807446e-05 -1.6595182645879076e-05 2.0525671097857415e-05 -1.9852444024763828e-05 1.5375173788925167e-05 -2.5257983624573114e-05 7.4126354084000923e-06 1.3038883844274097e-05 -3.0970072256764075e-06 1.5080433549428564e-05 -8.9944008266229513e-06 -1.7713553197609145e-05 2.5746630875627964e-05 3.9512513488013862e-06 -1.3750140174124683e-05 9.7993540231817135e-06 -9.4665816296278838e-06 5.9433353736825339e-06 9.3446868751858605e-08 -6.8729687694124955e-06
leaf_weight=43 31 31 23 20 21 36 28 22 22 35 21 38 20 20 20 33 25 22 20 25 20 30 21 22 30 22 31 44 2316 29
leaf_count=43 31 31 23 20 21 36 28 22 22 35 21 38 20 20 20 33 25 22 20 25 20 30 21 22 30 22 31 44 2316 29
internal_value=0 -5.99626e-08 -1.15613e-06 -7.74169e-07 -4.11139e-07 -1.08878e-06 -5.7016e-07 5.84097e-06 -1.16159e-06 -4.79529e-07 5.30525e-07 -6.66438e-06 -9.11365e-07 -1.90885e-06 -9.28322e-07 -1.87072e-06 -1.11758e-05 3.22338e-09 8.71433e-06 1.31574e-06 -1.06232e-07 -1.42074e-06 7.85212e-07 -8.54767e-06 -2.78071e-06 3.19701e-08 -2.22995e-06 1.27529e-06 2.62277e-07 5.69298e-06
internal_weight=0 3090 702 679 659 628 592 50 542 520 447 73 426 386 366 346 58 288 40 267 242 220 168 52 147 117 95 64 2388 72
internal_count=3121 3090 702 679 659 628 592 50 542 520 447 73 426 386 366 346 58 288 40 267 242 220 168 52 147 117 95 64 2388 72
is_linear=0
shrinkage=0.1


Tree=5601
num_leaves=31
num_cat=0
split_feature=12 130 151 1374 42 1 1 10 1 1 1 0 1447 480 3 50 50 133 1456 474 474 474 475 481 13 132 1203 132 0 0
split_gain=1.07407e-07 1.83759e-07 1.02873e-07 1.21789e-07 4.79815e-07 1.14579e-07 2.86936e-06 2.43515e-06 2.26461e-06 1.14006e-06 7.76703e-07 4.96591e-07 3.85088e-07 4.37772e-07 8.18659e-07 2.7221e-07 2.64873e-07 1.32435e-06 5.28022e-07 3.01006e-07 5.98084e-07 5.35718e-07 4.52356e-07 3.32264e-07 1.52673e-06 3.14752e-07 3.76033e-06 2.16027e-06 3.24333e-07 1.20599e-06
threshold=0.23631000000000002 -0.22562499999999999 0.29373000000000005 -0.096434999999999979 0.083795000000000022 0.092845000000000025 0.09202500000000001 -0.0026549999999999994 0.093400000000000025 0.094090000000000021 0.094715000000000008 -0.23001499999999997 0.059120000000000013 0.10344000000000002 -0.075634999999999994 0.13276000000000002 -0.099524999999999988 0.090665000000000009 0.10959500000000001 0.090025000000000008 0.088435000000000014 0.10008000000000002 0.05680000000000001 -0.086484999999999992 -0.085744999999999988 -0.083284999999999984 0.089165000000000008 -0.066044999999999979 -0.086934999999999985 -0.087414999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -5 -7 -10 -11 -9 13 15 -15 16 17 -13 19 20 22 -21 23 24 -18 26 -25 -27 29 -29
right_child=-2 2 -4 5 -6 8 -8 11 9 10 -12 12 -14 14 -16 -17 18 -19 -20 21 -22 -23 -24 25 -26 27 -28 28 -30 -31
leaf_value=8.5892929182591608e-06 -6.8084348838411913e-06 -1.3816273504171814e-05 6.6438693782243804e-06 -3.4745654679682048e-05 6.6194073406222749e-06 -3.1224987242239881e-05 3.1130308810816134e-05 1.1495643008320491e-05 2.1399019783530096e-05 -1.8824761639774332e-05 -2.0990262163093756e-07 -6.9928093742938871e-06 1.0495251944056301e-05 2.2549030510507974e-06 -2.2713158398346425e-05 8.5420500334676988e-06 -1.0657812004944351e-05 2.6228056395623191e-05 -1.4940437069910218e-05 -1.7455966964782284e-05 1.6663076960619284e-05 -3.0726548761858145e-07 -1.4882255321140292e-05 -1.4324061268763484e-06 2.4402884116204439e-05 -3.3120174484793098e-05 4.4784161900679464e-05 -8.4215468399855518e-07 1.1194912823205246e-06 -2.1848091593459811e-05
leaf_weight=25 23 27 23 20 20 24 30 39 24 23 881 28 35 29 24 38 23 21 24 27 22 56 20 147 27 20 20 475 897 29
leaf_count=25 23 27 23 20 20 24 30 39 24 23 881 28 35 29 24 38 23 21 24 27 22 56 20 147 27 20 20 475 897 29
internal_value=0 5.05429e-08 -1.8923e-08 -6.9167e-08 -5.12024e-06 9.88739e-09 4.30721e-07 -2.49879e-08 -8.96761e-07 -1.12411e-07 -6.83511e-07 3.22045e-07 9.99401e-08 -8.88694e-08 -9.05139e-06 1.64606e-07 -8.78299e-09 7.2447e-06 -2.07675e-07 -7.11605e-09 2.83317e-07 -5.88576e-06 6.59739e-08 2.48492e-07 8.27496e-06 -4.23073e-09 4.10251e-06 -4.86867e-07 -2.10096e-08 -2.05083e-06
internal_weight=0 3098 3073 3050 47 3003 2051 2021 952 928 904 2001 1962 1927 53 1874 1836 49 1787 1763 1680 83 1658 1638 50 1588 167 1421 1401 504
internal_count=3121 3098 3073 3050 47 3003 2051 2021 952 928 904 2001 1962 1927 53 1874 1836 49 1787 1763 1680 83 1658 1638 50 1588 167 1421 1401 504
is_linear=0
shrinkage=0.1


Tree=5602
num_leaves=31
num_cat=0
split_feature=132 132 1203 159 159 159 1 159 1 159 15 160 2 0 130 130 1209 403 3 2 15 1371 1210 403 1212 1456 1447 1453 1456 0
split_gain=1.16613e-07 6.22985e-07 3.37584e-07 1.10432e-07 7.33292e-07 4.73626e-07 4.45449e-07 1.70546e-06 1.54097e-06 5.41267e-07 3.95817e-07 7.03145e-07 1.69108e-07 5.28436e-07 4.74832e-07 5.63809e-07 4.64627e-07 6.20819e-07 1.26503e-06 4.40738e-07 1.65118e-06 5.4299e-07 3.72891e-07 5.5181e-07 3.53599e-07 3.39796e-07 5.03741e-07 5.47784e-07 3.94389e-07 3.84373e-07
threshold=-0.083174999999999985 -0.069704999999999989 0.089005000000000015 -0.088129999999999986 -0.092414999999999983 -0.085179999999999992 0.092945000000000014 -0.10909999999999999 0.099400000000000002 -0.44792999999999994 0.092400000000000024 -0.43215499999999996 0.08647500000000001 -0.22491999999999998 0.091285000000000019 0.08610000000000001 -0.087714999999999987 -0.43370499999999995 -0.082284999999999983 0.087015000000000023 -0.015039999999999998 0.083235000000000017 -0.079004999999999978 -0.085284999999999986 0.13592000000000001 0.085755000000000012 -0.085709999999999995 -0.079219999999999985 -0.065759999999999985 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -5 7 10 -8 -10 -3 -12 13 -7 15 16 -15 18 -18 20 -14 24 23 -19 -21 26 -24 -28 -29 -30
right_child=1 3 -4 5 -6 12 8 -9 9 -11 11 -13 19 14 -16 -17 17 22 -20 21 -22 -23 25 -25 -26 -27 27 28 29 -31
leaf_value=-7.5786018541270428e-07 1.7330458342171151e-05 2.1928815184672067e-06 -1.2688617136046997e-05 1.2533093321244157e-05 -1.8951488211472601e-05 1.6795645635847039e-05 -2.5955870084241422e-05 2.6259430932039043e-05 1.4041941383766245e-05 -5.1116239125311352e-06 -2.2712268497300452e-05 1.6855754333172862e-06 -2.8858831979050595e-05 1.215262967239791e-05 1.6020671173464509e-05 -1.4368775983712114e-05 -2.1432029994425001e-05 2.0321732078324811e-05 9.6136134748987741e-06 -7.091847527597302e-07 6.8860982687673247e-06 1.3806154501489127e-05 -1.4669703168608679e-05 -1.6041399931054913e-06 1.128623983822763e-05 1.3138766631267834e-05 1.5877384979900024e-05 -1.0652392573007319e-05 -5.6228483727489435e-06 1.5370367406213297e-06
leaf_weight=195 21 93 27 31 23 21 27 26 25 36 21 27 24 35 20 25 35 24 21 1443 28 27 22 22 25 21 23 32 85 636
leaf_count=195 21 93 27 31 23 21 27 26 25 36 21 27 24 35 20 25 35 24 21 1443 28 27 22 22 25 21 23 32 85 636
internal_value=0 1.69142e-07 -2.2089e-06 4.39207e-08 -1.85046e-06 2.46473e-07 -3.08009e-07 2.72596e-06 -6.06566e-06 2.7382e-06 -1.61354e-06 -8.98848e-06 9.82112e-08 1.09642e-06 7.67062e-07 4.56081e-07 8.4376e-07 4.13998e-07 -9.78991e-06 -5.61236e-07 -9.61156e-06 -2.46442e-07 1.0746e-06 9.83545e-06 -5.04903e-07 5.82536e-07 2.52109e-07 6.7515e-07 2.10806e-07 6.92945e-07
internal_weight=0 2899 222 2878 278 2600 255 167 88 61 141 48 2569 1022 1001 981 956 921 56 1547 52 1495 865 46 1468 819 798 776 753 721
internal_count=3121 2899 222 2878 278 2600 255 167 88 61 141 48 2569 1022 1001 981 956 921 56 1547 52 1495 865 46 1468 819 798 776 753 721
is_linear=0
shrinkage=0.1


Tree=5603
num_leaves=31
num_cat=0
split_feature=401 1210 0 16 1208 1210 3 1210 1209 1209 2 481 481 0 1186 1447 1203 2 1213 160 1213 16 42 1 52 43 52 130 4 4
split_gain=1.13141e-07 1.37e-07 3.73726e-07 2.78226e-07 2.70634e-07 1.97213e-07 7.60117e-07 1.74654e-07 1.26089e-07 1.9461e-07 1.26331e-07 6.83619e-07 9.12841e-07 7.05344e-07 6.17855e-07 5.8054e-07 5.00813e-07 4.37324e-07 7.38483e-07 7.08759e-07 1.03871e-06 6.33814e-07 5.95096e-07 5.47872e-07 1.06049e-06 9.7769e-07 9.22946e-07 4.34672e-07 8.33981e-07 5.56971e-07
threshold=0.13837000000000002 0.0028200000000000005 -0.069954999999999976 -0.08231999999999999 0.106285 -0.13847499999999999 -0.082879999999999995 -0.090569999999999998 -0.085894999999999985 -0.069599999999999981 0.085345000000000018 -0.087424999999999989 -0.085629999999999984 -0.086729999999999988 -0.089559999999999987 -0.085684999999999997 0.089165000000000008 0.083585000000000007 -0.0068949999999999992 -0.080719999999999986 0.065605000000000011 -0.014034999999999997 0.085935000000000025 0.085475000000000009 -0.080979999999999983 -0.0061399999999999988 0.084735000000000019 -1.0000000180025095e-35 -0.081839999999999982 -0.077834999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1 -7 -9 -10 11 13 -13 -11 -12 -14 17 23 22 -20 21 -21 -19 24 -17 26 -26 28 -25 -29
right_child=-2 2 -4 -5 -6 7 -8 8 9 10 14 12 15 -15 -16 16 -18 18 19 20 -22 -23 -24 27 25 -27 -28 29 -30 -31
leaf_value=-6.2021115240895604e-06 -7.3153275696399982e-06 5.563590061243421e-06 1.5224387863616523e-05 -9.5646286081318986e-06 -1.1647767344129534e-05 -8.9565325569393202e-06 1.8965945211372553e-05 -6.5744355228601094e-06 7.9330961882313269e-06 1.0369058578535692e-06 -1.7174028467211016e-05 1.9904384764511354e-05 -1.3274107105384507e-05 -2.5203328495990716e-05 -3.1693767249539792e-07 -2.7098137477532007e-05 1.5598958551284644e-05 -8.7246431630727773e-06 -5.4381987912289668e-06 3.1363364635527594e-05 3.7374984311745431e-08 9.2673836964725823e-06 1.0773696956913109e-05 2.3317557061848981e-05 -2.3393891824525783e-05 1.3485594131957947e-05 5.4271363205771197e-06 -7.3916838482816831e-06 -2.3022367747250462e-06 1.4546833182635544e-06
leaf_weight=24 21 31 22 20 20 22 24 29 31 21 22 26 28 20 1862 21 24 49 22 34 31 21 23 24 25 27 20 84 27 466
leaf_count=24 21 31 22 20 20 22 24 29 31 21 22 26 28 20 1862 21 24 49 22 34 31 21 23 24 25 27 20 84 27 466
internal_value=0 4.95594e-08 4.33035e-06 -3.69045e-07 -5.36773e-08 2.34367e-08 6.38192e-06 -7.97086e-08 -1.32155e-08 5.22162e-08 -3.27012e-08 8.80046e-07 1.42456e-06 -1.17632e-05 -5.13783e-07 9.05683e-07 1.34781e-06 9.56479e-07 5.34875e-06 1.05786e-05 1.46759e-05 2.29267e-05 -2.49601e-06 -1.82727e-07 -7.32532e-06 -1.55824e-06 -1.05845e-05 9.22532e-07 9.75414e-06 1.03602e-07
internal_weight=0 3100 73 51 3027 3007 48 2959 2937 2908 2877 993 952 41 1884 926 898 874 180 108 86 55 72 694 93 72 45 601 51 550
internal_count=3121 3100 73 51 3027 3007 48 2959 2937 2908 2877 993 952 41 1884 926 898 874 180 108 86 55 72 694 93 72 45 601 51 550
is_linear=0
shrinkage=0.1


Tree=5604
num_leaves=31
num_cat=0
split_feature=132 393 1203 120 482 2 482 483 3 42 484 482 1366 33 47 9 3 0 15 47 3 41 2 34 2 15 1132 123 13 12
split_gain=1.04781e-07 5.31809e-07 3.02057e-07 1.07538e-07 1.5203e-07 7.31913e-07 6.00314e-07 9.09833e-07 4.38723e-07 5.84712e-07 5.57752e-07 3.81952e-07 1.82337e-07 1.79264e-07 1.43976e-07 1.20326e-06 2.3922e-06 9.72195e-07 2.78811e-06 8.38295e-07 2.94512e-07 1.91718e-07 3.75841e-07 1.92004e-07 3.17605e-07 2.36605e-07 1.73152e-07 2.20188e-07 3.9339e-07 2.18829e-07
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 0.09852000000000001 0.098105000000000012 0.10912000000000001 0.089745000000000005 0.086310000000000012 -0.083654999999999993 0.096450000000000022 0.079595000000000013 0.087870000000000018 -0.082814999999999986 -0.044254999999999996 0.094160000000000008 0.088235000000000022 -0.13309499999999996 -0.10096999999999999 -0.11713499999999999 0.097970000000000015 0.097915000000000016 0.086565000000000017 0.094095000000000012 -0.08786999999999999 -0.080614999999999978 -0.54354999999999987 0.048480000000000009 0.086445000000000008 -0.084034999999999985 -0.015429999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 6 8 11 -8 -6 10 -10 12 -2 -14 15 21 -17 18 20 -19 -16 23 -23 -15 -25 -26 27 29 -29 -27
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12 -13 13 14 17 16 -18 19 -20 -21 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=-7.212714906064577e-07 6.7319200115889544e-06 1.601618837628935e-05 -1.2006795802537657e-05 -7.2625763414180253e-06 -1.1867921051589293e-05 2.0058660497439135e-05 1.2108617465855787e-06 -2.7404695874793105e-05 2.1309280462288453e-05 -9.4716307873196381e-06 -9.6232271702815941e-07 1.326121070881279e-05 9.3607791768590694e-06 9.5440593349849239e-06 -7.2742336972927053e-06 8.8725917824679836e-06 -3.6506051696960642e-05 -2.071250662646933e-05 4.3621742825052941e-05 5.1523947068783806e-07 6.9072222775190541e-06 1.6283694497230629e-05 -7.3139307533785865e-07 -1.1988235129810283e-05 -1.1003485394667224e-05 4.2788724614262682e-06 8.9595250729178676e-06 -1.7417966055290891e-05 -1.379999889868836e-06 -2.0888168521891003e-07
leaf_weight=195 40 21 27 20 24 22 25 20 23 22 22 22 20 20 27 21 26 21 20 163 32 21 34 23 20 115 21 20 65 1969
leaf_count=195 40 21 27 20 24 22 25 20 23 22 22 22 20 20 27 21 26 21 20 163 32 21 34 23 20 115 21 20 65 1969
internal_value=0 1.60341e-07 -2.09384e-06 4.46447e-08 9.57799e-08 3.6905e-06 -5.21996e-08 -1.15072e-05 -2.66633e-07 3.88905e-06 1.04209e-05 1.38716e-07 3.0914e-08 -7.06933e-08 -1.42744e-07 -3.90568e-07 -1.62305e-05 2.07636e-06 1.13552e-05 -1.90749e-06 4.17403e-07 -6.80046e-08 5.76528e-06 -2.10406e-07 -2.97773e-07 -1.76107e-07 -7.72269e-08 -1.6472e-07 -5.15364e-06 3.87631e-08
internal_weight=0 2899 222 2878 2858 113 2745 45 91 67 45 2700 2678 2638 2618 2355 47 263 79 184 59 2308 55 2253 2233 2210 2190 2169 85 2084
internal_count=3121 2899 222 2878 2858 113 2745 45 91 67 45 2700 2678 2638 2618 2355 47 263 79 184 59 2308 55 2253 2233 2210 2190 2169 85 2084
is_linear=0
shrinkage=0.1


Tree=5605
num_leaves=31
num_cat=0
split_feature=1428 1426 0 1428 456 2 1456 2 132 0 1204 1453 483 481 4 4 402 403 47 0 1 47 3 13 39 42 52 4 0 13
split_gain=1.02588e-07 1.11196e-07 3.98096e-07 1.90595e-07 1.53781e-07 1.54368e-07 1.00413e-06 1.00295e-06 7.94152e-07 3.67106e-06 2.08257e-06 4.3581e-07 5.24554e-07 4.02942e-07 4.62302e-07 1.75691e-06 1.38084e-06 7.82905e-07 4.24472e-07 2.4022e-06 2.44713e-06 1.49738e-06 4.53466e-07 5.68202e-07 9.34028e-07 8.34521e-07 8.7109e-07 9.21888e-07 1.24085e-06 3.98404e-07
threshold=0.11170000000000001 -0.061919999999999996 -0.065229999999999996 0.087445000000000009 0.11078000000000002 0.083715000000000026 0.061930000000000006 0.083865000000000009 -0.083284999999999984 -0.082284999999999983 -0.081079999999999985 -0.079219999999999985 -0.021199999999999997 -0.082049999999999984 -0.083644999999999983 -0.081224999999999978 0.079755000000000006 -0.52336499999999997 0.092165000000000011 -0.10224499999999999 0.092945000000000014 0.085025000000000017 -0.083654999999999993 -0.085669999999999982 0.089790000000000023 0.099210000000000007 -0.015539999999999998 -0.025314999999999994 -0.077999999999999986 -0.090639999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -7 9 -3 -10 -12 -13 -14 16 -16 -15 -17 21 -20 -21 22 -19 29 25 26 -25 28 -28 -24
right_child=-2 3 -4 -5 -6 7 -8 -9 10 -11 11 12 13 14 15 17 -18 18 19 20 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=5.6808148838172205e-06 7.1389914774044888e-06 -1.1395019436559569e-05 -1.3085162642640242e-05 7.5860280458762266e-06 -8.0279663052351686e-06 -2.1204825229094991e-05 2.3306883422264947e-05 -2.1120745299317921e-07 -2.913772665114796e-05 4.5591615946705137e-05 1.5356077365140664e-05 -1.0737192017131747e-05 -1.2262321658340626e-05 9.8135617704161536e-07 2.6190180239306453e-05 -1.6338615038572848e-05 -2.8222647421216608e-05 -4.4244853114605576e-06 -2.8018039478477729e-05 3.4901666840813135e-05 -4.7613465392259969e-06 2.9687431208999658e-05 2.0767732537154062e-06 3.527558653461581e-06 -7.5759215700172183e-06 -2.4919857562761332e-06 -2.4304840356611144e-06 3.7651509909627145e-05 2.9726010241878004e-05 -1.1862217923345301e-05
leaf_weight=20 20 26 26 33 24 23 20 2150 24 20 20 40 22 85 30 24 20 80 29 21 60 21 70 42 34 36 24 24 24 29
leaf_count=20 20 26 26 33 24 23 20 2150 24 20 20 40 22 85 30 24 20 80 29 21 60 21 70 42 34 36 24 24 24 29
internal_value=0 -4.60393e-08 -4.92604e-06 2.74403e-08 -5.50989e-08 8.72662e-09 1.1733e-06 -4.33413e-07 6.23393e-07 1.33818e-05 -1.49842e-07 7.96701e-07 3.89446e-07 1.0488e-06 1.49726e-06 2.66195e-06 -4.58131e-06 1.29931e-06 2.15622e-06 -3.32063e-06 5.52166e-06 3.72511e-06 2.22315e-06 4.10234e-06 7.3891e-06 1.07812e-05 1.49727e-05 2.1649e-05 1.36478e-05 -2.00637e-06
internal_weight=0 3101 46 3055 3022 2998 825 2173 805 46 759 735 715 675 653 548 105 518 494 110 81 384 363 283 184 150 114 72 48 99
internal_count=3121 3101 46 3055 3022 2998 825 2173 805 46 759 735 715 675 653 548 105 518 494 110 81 384 363 283 184 150 114 72 48 99
is_linear=0
shrinkage=0.1


Tree=5606
num_leaves=31
num_cat=0
split_feature=4 4 403 1213 42 2 2 128 1 1 4 4 12 474 1429 0 1 1 1 4 15 15 4 12 0 4 2 4 4 4
split_gain=1.17561e-07 1.11023e-06 5.38903e-07 3.56664e-07 2.66814e-07 4.10606e-07 8.30243e-07 3.33187e-07 4.59996e-07 4.69726e-07 6.03886e-07 4.95769e-07 4.82926e-07 4.37222e-07 4.72739e-07 5.79179e-07 5.51279e-07 7.07791e-07 5.16702e-07 3.75238e-07 3.46415e-07 3.4347e-07 2.52394e-07 1.03772e-06 7.84941e-07 6.26474e-07 1.20236e-06 4.1557e-07 4.46495e-07 7.36745e-07
threshold=-0.085964999999999986 -0.085594999999999991 -0.55049499999999985 0.087530000000000011 0.086835000000000009 0.090425000000000019 0.10188000000000001 1.0000000180025095e-35 0.085475000000000009 0.076935000000000017 -0.50940999999999981 -0.42529999999999996 0.084595000000000017 0.089265000000000011 1.0000000180025095e-35 -0.075934999999999989 0.10337500000000001 0.107145 0.099195000000000019 -0.086849999999999997 0.084840000000000013 0.084050000000000014 -0.083644999999999983 0.088245000000000004 -0.084044999999999995 -0.082594999999999988 0.084145000000000011 -0.082249999999999976 -0.081839999999999982 -0.081609999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 7 -6 -7 8 9 11 -11 -1 -13 14 15 -10 18 -18 -17 21 -9 -14 23 24 -4 26 -24 -27 -29 -30
right_child=1 2 22 -5 5 6 -8 20 13 10 -12 12 19 -15 -16 16 17 -19 -20 -21 -22 -23 25 -25 -26 27 -28 28 29 -31
leaf_value=-1.4573506048411499e-05 -2.0842289107419606e-05 1.2822558333880352e-05 1.1719010921517497e-05 1.300044168419845e-05 -1.5553036525267777e-06 2.7638465597306093e-05 -5.1298646378034564e-07 1.6894165864042323e-05 1.8208393037804691e-05 -1.3428128329992651e-06 -2.4797537136454713e-05 -1.3029704281176567e-05 1.5613443344721288e-05 1.5320703197057416e-05 -9.5288542739682366e-06 -1.682955935393693e-06 -1.8060048138907475e-05 3.0316453719978e-06 2.1048121543572054e-05 -6.6161302936899157e-06 1.2572509474141823e-07 2.007678186892938e-06 2.7261050339196419e-05 -2.3741052048179608e-05 -1.0630660597522971e-05 -1.3380397012952018e-05 -2.9976158626156795e-06 1.0896536175803502e-05 -1.9436375591794789e-05 -1.5999995516411335e-07
leaf_weight=26 26 32 33 25 37 20 22 22 22 21 23 22 28 23 36 20 26 41 20 29 28 55 24 23 30 24 29 36 20 2298
leaf_count=26 26 32 33 25 37 20 22 22 22 21 23 22 28 23 36 20 26 41 20 29 28 55 24 23 30 24 29 36 20 2298
internal_value=0 -2.82618e-07 -7.29078e-08 1.33283e-06 7.72965e-07 6.12579e-06 1.28925e-05 -1.83762e-07 -1.16432e-06 -4.45282e-06 -1.36032e-05 -1.93646e-06 5.15503e-07 2.40405e-06 6.03548e-07 3.4312e-06 3.92893e-07 -5.15319e-06 9.68258e-06 3.17617e-06 7.50384e-06 6.59757e-06 -2.36855e-07 -5.56089e-06 1.07631e-06 -4.85098e-08 1.07044e-05 -2.88167e-07 -1.54687e-07 -3.26319e-07
internal_weight=0 2575 2549 546 521 79 42 442 392 204 44 160 134 188 165 129 107 67 40 112 50 83 2517 86 63 2431 53 2378 2354 2318
internal_count=3121 2575 2549 546 521 79 42 442 392 204 44 160 134 188 165 129 107 67 40 112 50 83 2517 86 63 2431 53 2378 2354 2318
is_linear=0
shrinkage=0.1


Tree=5607
num_leaves=31
num_cat=0
split_feature=132 132 15 43 1186 2 132 12 1203 159 159 159 1 1 159 50 15 13 43 403 3 403 1210 1210 471 159 51 159 1 1447
split_gain=1.0562e-07 4.74749e-07 3.13923e-07 1.94227e-07 4.44263e-07 1.3271e-07 2.8063e-07 2.47476e-07 2.20775e-07 1.05096e-07 7.3714e-07 2.71484e-07 3.16158e-07 1.32117e-06 1.13198e-06 4.79122e-07 3.27123e-07 6.26456e-07 2.1968e-07 1.96308e-07 1.63181e-06 4.36111e-07 2.77161e-07 2.15298e-07 1.59966e-07 3.04793e-07 3.72485e-07 3.03864e-07 8.32973e-07 7.07249e-07
threshold=-0.083174999999999985 -0.050879999999999988 0.092400000000000024 -0.011694999999999999 1.0000000180025095e-35 0.089725000000000013 -0.41094499999999995 0.090165000000000009 0.084375000000000019 -0.088494999999999976 -0.08569499999999998 -0.092534999999999992 0.092945000000000014 0.099400000000000002 -0.10909999999999999 0.12679500000000002 0.092145000000000019 -0.077799999999999994 -0.05647499999999999 -0.54856499999999986 -0.085784999999999986 -0.53960999999999981 -0.3960249999999999 -0.094799999999999982 0.10338500000000002 -0.06482499999999998 -0.0078149999999999973 -0.025879999999999997 0.081670000000000006 -0.086219999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 8 -5 11 -11 12 14 -14 16 18 -3 -18 -15 20 -12 -21 -23 -24 25 26 -25 28 -27 -29
right_child=1 9 -4 4 -6 6 -8 -9 -10 10 19 -13 13 15 -16 -17 17 -19 -20 21 -22 22 23 24 -26 27 -28 29 -30 -31
leaf_value=5.6602691242197153e-06 1.3359297791895288e-05 1.9352157526396773e-06 -1.2658156345423776e-05 -5.9868823282158711e-06 -1.6232847025321464e-05 1.1340713253957803e-05 -2.450769066955319e-06 -1.1226460444049735e-05 6.942075497131027e-06 1.7677316164584531e-05 1.6420472149461386e-05 -1.2481205654198264e-05 -2.4143291247364014e-05 3.414930852159159e-06 2.2808901957173011e-05 1.4657103089294177e-05 -2.179537672418519e-05 1.2100057321225874e-06 -1.1406681151129306e-05 1.4909682176948991e-05 -1.8655641249804629e-05 -1.084282950772752e-05 8.6055123271459408e-06 -2.927668538177386e-08 -8.8244549260707579e-06 -2.0932581249629342e-05 1.8036374406923038e-05 1.655931129457363e-05 6.0061654866413765e-06 -2.6362550689625239e-08
leaf_weight=38 27 92 25 25 20 25 36 25 28 24 21 22 27 20 22 21 20 29 20 20 36 23 30 25 20 24 21 26 22 2307
leaf_count=38 27 92 25 25 20 25 36 25 28 24 21 22 27 20 22 21 20 29 20 20 36 23 30 25 20 24 21 26 22 2307
internal_value=0 1.60988e-07 -2.10219e-06 -7.62599e-07 -2.29762e-06 -2.92556e-07 3.20148e-06 -3.02507e-06 8.4351e-07 3.69094e-08 2.32965e-07 -1.82957e-06 -8.95962e-07 -5.72619e-06 1.71177e-06 2.42564e-06 -1.57998e-06 -8.17995e-06 -3.99588e-06 7.03771e-08 -5.73286e-06 2.01745e-07 8.39874e-08 1.8553e-07 8.22169e-08 1.55674e-07 8.21809e-06 -2.19681e-10 -8.04883e-06 1.58476e-07
internal_weight=0 2899 222 197 159 139 61 78 53 2872 2599 273 251 88 163 61 141 49 40 2575 57 2518 2498 2475 2445 2425 46 2379 46 2333
internal_count=3121 2899 222 197 159 139 61 78 53 2872 2599 273 251 88 163 61 141 49 40 2575 57 2518 2498 2475 2445 2425 46 2379 46 2333
is_linear=0
shrinkage=0.1


Tree=5608
num_leaves=31
num_cat=0
split_feature=50 1 46 44 1426 47 47 47 47 1428 50 47 1453 15 42 1455 1456 1456 4 483 483 2 483 43 480 160 51 2 1210 2
split_gain=1.00847e-07 4.1799e-07 2.17509e-07 2.49148e-07 1.38005e-07 1.2752e-07 1.11072e-06 9.12155e-07 2.9303e-07 2.15411e-07 1.9005e-07 1.65764e-07 1.58357e-07 3.71599e-07 3.52078e-07 2.46768e-07 3.01197e-07 2.05917e-07 5.23689e-07 2.82154e-07 8.18899e-07 5.21715e-07 3.04136e-07 2.3979e-07 2.38321e-07 2.9185e-07 1.87178e-07 2.20778e-07 1.50883e-06 1.00517e-06
threshold=0.13857500000000003 0.099990000000000009 0.10123000000000001 0.083555000000000018 -0.094284999999999994 0.094460000000000002 0.096770000000000009 0.091680000000000011 0.089100000000000013 -0.071779999999999997 0.13303500000000004 0.099485000000000004 -0.076539999999999983 0.086355000000000015 0.084755000000000011 -0.24112999999999998 -0.15024999999999997 -0.075669999999999987 -0.034939999999999992 0.10143000000000001 0.096460000000000018 0.11548000000000001 0.095085000000000017 -0.065269999999999981 0.11303500000000001 -0.55248999999999981 -0.43587999999999999 0.084755000000000011 -0.14175499999999996 0.084985000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 8 9 -6 12 -8 13 14 -11 -14 -17 18 -18 20 22 23 24 -21 25 -19 -27 28 -28 -29
right_child=1 -3 -4 -5 5 6 11 -9 -10 10 -12 -13 15 -15 -16 16 17 19 -20 21 -22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=7.9692162795584998e-06 -1.3194247705743893e-05 3.95629172317058e-06 9.7656140022318947e-06 -1.1120252438558964e-05 -9.6864546693805924e-06 -2.3582030526499282e-05 7.744523372821277e-06 2.0508074002960214e-05 -1.0302369547490445e-05 -1.3941206791893517e-06 9.1080367932742479e-06 -9.8550770295677741e-07 9.1764956367466866e-06 5.5066476138394882e-06 -1.7292980727198975e-05 -9.2910751225810443e-06 1.917088523441635e-05 -1.0515608377318131e-05 -2.0158169604655995e-06 -5.8022164713682809e-06 2.0049070479087407e-05 -1.9671291007625771e-05 -1.1229210664624915e-05 7.9239098909056338e-06 1.093159912887218e-05 8.3308150602408266e-06 2.6909168360342177e-05 -1.8548158025168959e-05 8.6246380004095624e-07 -6.2805645510665572e-08
leaf_weight=22 27 30 23 20 22 22 24 22 27 30 24 232 31 27 26 33 20 25 28 35 21 20 23 20 21 29 23 30 673 1511
leaf_count=22 27 30 23 20 22 22 24 22 27 30 24 232 31 27 26 33 20 25 28 35 21 20 23 20 21 29 23 30 673 1511
internal_value=0 -4.16765e-06 7.75267e-08 4.25281e-09 7.79006e-08 2.00117e-08 -2.02005e-06 2.28441e-07 6.31387e-08 1.6788e-07 2.4969e-07 -1.67067e-07 1.6873e-07 -4.12966e-06 -8.77573e-06 3.09023e-07 1.99592e-07 3.2593e-07 6.81198e-06 1.97863e-07 3.90081e-07 -5.84034e-06 2.13276e-07 -8.10898e-07 3.27107e-07 2.29903e-07 3.48455e-07 2.44973e-07 1.7232e-06 -4.22676e-07
internal_weight=0 57 3064 3041 3021 2999 278 2721 2699 2672 2650 256 2626 83 56 2543 2512 2479 48 2431 2356 75 2335 55 2312 2291 2266 2237 696 1541
internal_count=3121 57 3064 3041 3021 2999 278 2721 2699 2672 2650 256 2626 83 56 2543 2512 2479 48 2431 2356 75 2335 55 2312 2291 2266 2237 696 1541
is_linear=0
shrinkage=0.1


Tree=5609
num_leaves=31
num_cat=0
split_feature=401 401 402 1210 401 1212 1213 1210 402 2 2 2 15 1213 15 2 1185 3 3 4 3 1447 480 402 3 1210 1213 1213 1210 42
split_gain=9.72827e-08 1.23037e-07 2.94776e-07 1.69731e-07 1.20334e-07 1.74589e-07 1.29565e-07 1.17855e-06 1.0446e-06 7.30935e-07 1.31573e-06 1.14047e-06 5.25448e-07 2.97577e-07 2.60061e-07 4.17594e-07 2.29372e-07 1.71768e-07 7.59182e-07 9.73402e-07 5.76456e-07 5.70693e-07 1.01717e-06 1.25105e-06 6.48189e-07 3.52737e-07 3.76096e-07 2.77284e-07 3.96183e-07 1.43394e-06
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.13729500000000003 0.15049500000000002 -0.084954999999999989 -0.090569999999999998 0.14722000000000005 0.084715000000000013 0.083935000000000023 0.085155000000000022 0.085730000000000015 -0.09280999999999999 0.088060000000000013 0.090790000000000023 0.092945000000000014 -0.083489999999999995 -0.084144999999999984 -0.080744999999999997 -0.08323499999999999 -0.086424999999999988 0.086995000000000017 0.10708500000000001 -0.084724999999999981 -0.090569999999999998 -0.063509999999999997 -0.013534999999999998 -0.00046999999999999993 0.090990000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 16 10 12 -11 -9 14 15 -13 17 18 21 -20 -19 -8 23 24 -23 -22 -27 -28 29 -29
right_child=1 2 3 -5 -6 -7 8 9 -10 11 -12 13 -14 -15 -16 -17 -18 20 19 -21 25 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=6.9519559792752258e-06 -7.3316318499248313e-06 9.410070461771366e-06 2.5449997509099379e-05 -9.2741956041209061e-06 6.7422568673254531e-06 -9.4022325174591974e-06 1.4223857905217928e-05 1.0484561459667965e-05 -2.2987400370766409e-05 2.6202018627719515e-05 -2.9512420032915541e-05 1.7604218824847825e-05 -7.7606014488801054e-06 -8.4022597615397964e-06 -3.6816165935046487e-06 -1.705160398809572e-06 -9.7831387423733921e-06 -1.7451453290959763e-05 3.0096045247773875e-05 2.4407454449309238e-06 -1.2410562725998867e-05 6.2206720145062181e-07 -1.6042781092401608e-05 2.421412613619561e-05 -1.3467295748876708e-05 9.6340557559558787e-06 -1.1099157715458813e-05 -9.4922426016063623e-06 -5.3149951996492137e-07 2.7040215561348965e-05
leaf_weight=20 23 33 20 20 26 20 29 27 20 21 20 24 38 27 28 21 24 20 20 35 24 824 38 22 34 38 24 21 1558 22
leaf_count=20 23 33 20 20 26 20 29 27 20 21 20 24 38 27 28 21 24 20 20 35 24 824 38 22 34 38 24 21 1558 22
internal_value=0 -4.48324e-08 9.61741e-09 -9.22594e-08 -3.15524e-08 -9.02783e-08 -2.7761e-08 2.27399e-06 -2.16717e-07 2.38879e-08 -7.08315e-06 5.01644e-06 -1.81841e-07 5.67466e-07 3.88504e-06 8.59318e-06 -5.00816e-08 3.61471e-08 1.07547e-06 1.24972e-05 -5.73929e-07 4.12114e-07 -2.42043e-08 6.67507e-07 6.37475e-08 -3.7384e-07 -2.00129e-07 -4.30097e-07 -2.70162e-07 9.19878e-06
internal_weight=0 3101 3078 3045 3025 2999 2979 226 2753 206 85 121 65 100 73 45 2733 2709 1002 55 1707 947 918 880 858 1687 1663 1625 1601 43
internal_count=3121 3101 3078 3045 3025 2999 2979 226 2753 206 85 121 65 100 73 45 2733 2709 1002 55 1707 947 918 880 858 1687 1663 1625 1601 43
is_linear=0
shrinkage=0.1


Tree=5610
num_leaves=31
num_cat=0
split_feature=401 1210 0 16 1208 1210 3 1210 47 2 47 133 1456 483 16 43 2 16 43 34 130 42 42 160 43 160 132 50 49 39
split_gain=1.02363e-07 1.3653e-07 3.36864e-07 2.53954e-07 2.38028e-07 1.54245e-07 7.27037e-07 1.91467e-07 1.13266e-07 7.38088e-07 2.73911e-07 1.53959e-07 1.57727e-07 2.64001e-07 1.81862e-07 4.26234e-07 1.70306e-07 2.28301e-07 1.64698e-07 1.48206e-07 1.58777e-07 1.66527e-07 4.33289e-07 4.30255e-07 6.92418e-07 4.39384e-07 4.29217e-07 3.75701e-07 3.68451e-07 3.36626e-07
threshold=0.13837000000000002 0.0028200000000000005 -0.069954999999999976 -0.08231999999999999 0.106285 -0.13847499999999999 -0.082404999999999992 -0.090569999999999998 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.12599500000000005 -0.077604999999999993 -1.0000000180025095e-35 -0.069144999999999984 -0.0047449999999999992 0.085955000000000018 -0.0094449999999999968 -0.077944999999999987 -0.112215 -0.22699999999999995 0.092860000000000012 0.092145000000000019 -0.52439499999999983 -0.16318499999999997 -0.41706499999999996 0.080640000000000017 -0.099524999999999988 0.10211000000000002 0.089790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1 -7 10 -10 19 12 -11 -14 15 -15 17 -16 -19 -9 -21 22 -22 -23 -25 -26 27 -27 29 -29
right_child=-2 2 -4 -5 -6 7 -8 8 9 11 -12 -13 13 14 16 -17 -18 18 -20 20 21 23 -24 24 25 26 -28 28 -30 -31
leaf_value=1.6493578584265411e-05 -6.9581889485042276e-06 5.5269156445642552e-06 1.4663404445772441e-05 -8.9263895836921841e-06 -1.0929189129456064e-05 -9.3690896495569511e-06 -8.3153086182262225e-06 -7.3893211610272132e-06 -2.0365333475638182e-05 -7.5562068195722529e-06 1.1328179144501602e-05 -8.8235334953337559e-06 1.1801127200214979e-05 1.1303389041108275e-05 -1.4134908707836241e-05 -1.8460585735412487e-06 1.6255767238778962e-06 -7.3637973778497865e-06 3.0298373440018623e-06 -8.0721883843738318e-06 5.6741502461836747e-08 1.6396064424952783e-05 -1.4051002455611247e-05 1.9054345020343873e-05 -1.4024477645762089e-05 1.3569033129627956e-05 -9.8639277084089372e-06 4.0566455272550043e-06 -8.5511396291087089e-06 -5.4109339981146663e-06
leaf_weight=27 21 31 22 20 20 22 21 26 20 25 22 21 20 39 22 67 59 31 30 23 2084 20 22 21 20 27 32 227 34 45
leaf_count=27 21 31 22 20 20 22 21 26 20 25 22 21 20 39 22 67 59 31 30 23 2084 20 22 21 20 27 32 227 34 45
internal_value=0 4.71315e-08 4.32057e-06 -1.41047e-07 -5.5928e-08 1.63917e-08 5.63969e-06 -7.48278e-08 -5.20782e-09 -1.73886e-06 2.17243e-07 -5.52459e-07 4.03483e-08 7.48982e-07 -1.4232e-07 2.99195e-06 -2.48198e-06 -5.40181e-06 -2.25217e-06 1.22535e-07 1.98977e-07 2.7411e-07 -9.06328e-08 2.07727e-06 1.37192e-06 4.07419e-07 1.19821e-06 2.26124e-06 1.26349e-06 2.49032e-06
internal_weight=0 3100 73 51 3027 3007 48 2959 2937 334 2603 314 293 268 248 106 142 83 61 2581 2555 2532 2106 426 406 385 365 333 306 272
internal_count=3121 3100 73 51 3027 3007 48 2959 2937 334 2603 314 293 268 248 106 142 83 61 2581 2555 2532 2106 426 406 385 365 333 306 272
is_linear=0
shrinkage=0.1


Tree=5611
num_leaves=31
num_cat=0
split_feature=12 4 13 52 159 2 13 4 12 15 12 12 42 12 2 2 12 0 0 12 51 2 132 12 394 399 0 2 155 16
split_gain=9.92978e-08 1.97328e-07 1.00998e-07 2.76684e-07 3.98448e-07 2.03054e-07 1.62106e-07 6.17619e-07 1.42133e-07 4.09177e-07 3.22133e-07 1.77625e-07 5.71409e-07 3.41216e-07 3.33369e-07 4.21415e-07 2.8601e-07 4.54856e-07 3.13397e-07 2.37393e-07 1.5647e-06 2.11453e-06 2.30852e-07 4.1627e-06 1.61538e-06 4.46131e-07 2.20885e-07 9.01305e-07 6.59247e-07 4.27701e-07
threshold=0.23631000000000002 0.63113500000000011 -0.41572999999999993 0.0060650000000000009 0.085240000000000024 0.11362000000000001 -0.17933499999999997 0.0049200000000000008 0.12757000000000002 -0.071579999999999991 0.12069000000000002 0.10408500000000002 0.11747 0.10266500000000002 0.11728500000000001 0.10327000000000001 0.11351500000000002 -0.075934999999999989 -0.083554999999999977 0.099815000000000015 -0.057604999999999996 0.095195000000000016 -0.083284999999999984 0.091475000000000015 0.10969000000000002 0.090145000000000017 0.12445000000000002 0.10467500000000002 0.14485500000000004 0.63167000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -4 10 -10 11 13 14 19 15 16 17 18 -13 22 -21 -22 23 25 26 -8 28 -28 29 -24
right_child=-2 -3 6 -5 -6 -7 8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 20 21 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.000981912858108e-06 -6.5463539632891411e-06 8.4054797330931519e-06 -1.9528138309397037e-05 1.3008892059670789e-05 8.7043872696312974e-06 -1.27463854100411e-05 2.6360201701436384e-07 2.500754365298365e-06 -1.6132126821351754e-05 8.9736337919697858e-07 1.1154768864029254e-05 4.3763374278569249e-06 -1.6400850465827349e-05 1.0005865481486712e-05 -8.1016974819887885e-06 1.1314344756636488e-05 -9.3763036289828974e-06 1.3587237778823612e-05 -1.1621823267660149e-05 1.3770839751277193e-05 3.7758158234045491e-06 -4.0113612686538894e-05 4.1838245561140435e-07 4.648426149742591e-05 -2.7625872113882607e-05 -1.4862038807805789e-05 4.6991489588710764e-06 -1.6913849087945972e-05 1.8488595496819475e-05 -1.1225931538660916e-05
leaf_weight=21 23 28 20 22 32 22 104 35 21 43 26 25 27 35 47 34 32 23 24 26 23 21 2212 20 21 24 43 35 20 32
leaf_count=21 23 28 20 22 32 22 104 35 21 43 26 25 27 35 47 34 32 23 24 26 23 21 2212 20 21 24 43 35 20 32
internal_value=0 4.86052e-08 -2.76138e-08 3.1478e-06 2.55207e-07 -6.03255e-06 -1.31218e-07 -5.50975e-06 -2.98404e-08 -4.69044e-06 7.4672e-08 -2.7196e-08 -2.81116e-06 1.98416e-07 -8.27798e-07 1.64954e-06 -1.5101e-06 1.98599e-06 -3.4595e-06 6.54204e-08 -5.67858e-06 -1.71714e-05 2.25548e-07 4.05683e-06 -1.44141e-08 -2.57246e-06 2.33169e-07 -4.99899e-06 4.13429e-07 2.52332e-07
internal_weight=0 3098 3070 97 75 43 2973 55 2918 64 2854 2828 212 2616 185 138 104 72 49 2581 70 44 2511 148 2363 128 2342 78 2264 2244
internal_count=3121 3098 3070 97 75 43 2973 55 2918 64 2854 2828 212 2616 185 138 104 72 49 2581 70 44 2511 148 2363 128 2342 78 2264 2244
is_linear=0
shrinkage=0.1


Tree=5612
num_leaves=31
num_cat=0
split_feature=132 394 1203 0 16 49 16 133 15 1456 0 15 1447 3 13 1456 48 483 159 2 158 158 483 52 16 40 12 1452 51 483
split_gain=1.0299e-07 5.26395e-07 3.03166e-07 1.07828e-07 1.36502e-07 1.94645e-07 1.09116e-07 1.6406e-07 1.12605e-07 1.04738e-07 4.49938e-07 1.13462e-06 9.43979e-07 9.81265e-07 8.53951e-07 5.37567e-07 3.06434e-07 5.25643e-07 2.36536e-07 3.42261e-07 1.46081e-07 1.42116e-07 2.15475e-07 5.62589e-07 6.24912e-07 2.40143e-07 4.08242e-07 1.76301e-07 1.82335e-07 1.52236e-07
threshold=-0.083174999999999985 0.11233000000000001 0.089005000000000015 -0.11242999999999999 -0.095094999999999985 0.097180000000000016 -0.073404999999999984 -0.37971999999999995 0.08517000000000001 0.0058550000000000008 -0.087414999999999979 -0.0092699999999999987 -0.085804999999999979 -0.086274999999999977 0.054800000000000008 0.090155000000000013 0.085130000000000025 0.087520000000000014 -0.079544999999999991 0.10327000000000001 -0.47356499999999996 -0.46695499999999995 0.10083000000000002 0.12445000000000002 -0.022939999999999999 -0.24452499999999996 0.14786000000000002 0.10669000000000002 -0.43587999999999999 -0.096724999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 -1 -5 6 8 -8 -6 20 11 16 -12 14 -14 -15 17 -11 -17 -20 -2 -22 25 24 -24 -23 27 28 -27 -30
right_child=1 -3 -4 4 5 -7 7 -9 -10 10 12 -13 13 15 -16 18 -18 -19 19 -21 21 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=6.2551095561502746e-06 8.753471948352854e-06 1.6326268014381639e-05 -1.2007018166413119e-05 -8.3368398627499125e-06 -2.0667950042359668e-06 8.572583053700371e-06 -1.0967346094267108e-05 3.7832168982276932e-07 6.0749709591618744e-06 -1.4535130384274453e-05 -2.4406847577748441e-05 2.4683313417881435e-05 2.4969080501640358e-05 -1.7476555435028527e-05 -3.9033831899359939e-06 5.7856875135560893e-06 5.6222406569491693e-06 6.1309089460337425e-06 -1.6021964820538416e-05 2.4783444177955974e-06 -7.3290159562020567e-06 -1.032164366485879e-05 -1.2075355887949021e-05 1.9871431102274074e-05 8.4335156199626782e-06 7.9930214081381063e-06 1.1967380722690623e-05 -9.0908749609211334e-06 5.5318617918971438e-06 -1.0028190233109827e-07
leaf_weight=20 20 20 27 25 53 21 26 25 25 32 22 20 21 35 20 24 34 20 20 20 25 22 24 20 39 29 29 21 49 2333
leaf_count=20 20 20 27 25 53 21 26 25 25 32 22 20 21 35 20 24 34 20 20 20 25 22 24 20 39 29 29 21 49 2333
internal_value=0 1.58959e-07 -2.07587e-06 -7.00787e-07 -1.49575e-06 -3.55564e-07 -1.80898e-06 -5.40574e-06 5.42745e-07 4.66465e-08 -1.83599e-06 3.2294e-06 -5.15039e-06 -2.12437e-06 1.0885e-05 -7.51207e-06 -1.75988e-06 -6.58665e-06 -2.06275e-06 -6.77181e-06 2.39886e-07 1.74169e-07 2.47271e-07 5.25936e-06 6.20612e-07 7.97304e-08 1.72713e-07 3.20694e-08 1.11531e-07 1.55766e-08
internal_weight=0 2899 222 195 175 150 129 51 78 2879 268 106 162 140 41 99 86 52 64 40 2611 2591 2566 83 63 2483 2461 2432 2411 2382
internal_count=3121 2899 222 195 175 150 129 51 78 2879 268 106 162 140 41 99 86 52 64 40 2611 2591 2566 83 63 2483 2461 2432 2411 2382
is_linear=0
shrinkage=0.1


Tree=5613
num_leaves=31
num_cat=0
split_feature=160 483 479 2 15 15 15 15 133 1211 481 484 13 43 15 16 16 43 42 2 1212 2 403 2 133 1210 1209 42 42 4
split_gain=9.37095e-08 2.14314e-07 1.48679e-07 6.36218e-07 1.41301e-07 7.22316e-07 5.43932e-07 8.47109e-07 6.4927e-07 4.92822e-07 3.54742e-07 4.04919e-07 4.43592e-07 1.74967e-06 2.00719e-06 4.2611e-07 4.82062e-07 3.64974e-07 3.50785e-07 3.12192e-07 2.95666e-07 2.63365e-07 1.81176e-07 8.39113e-07 1.86236e-06 3.02126e-07 1.82321e-07 1.97942e-07 1.03716e-06 1.17189e-06
threshold=0.62940000000000007 -0.47181499999999993 0.097110000000000016 0.092120000000000021 0.094425000000000023 0.095575000000000007 0.092400000000000024 0.091650000000000023 -0.0042999999999999991 0.11013500000000002 -0.059779999999999993 -0.017214999999999998 -0.069964999999999986 0.055925000000000009 0.11773500000000002 -0.071854999999999988 -0.066924999999999985 0.022390000000000004 1.0000000180025095e-35 0.099515000000000006 0.11387000000000001 0.10060500000000001 -0.53960999999999981 0.083715000000000026 0.40945500000000007 -0.14310999999999999 -0.087714999999999987 0.083995000000000014 0.084435000000000024 -0.011884999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -6 7 9 -8 20 -7 -12 13 14 -13 19 -17 18 21 -14 22 -18 23 -3 -25 -24 -27 -28 29 -29
right_child=-2 2 3 -5 5 10 8 -9 -10 -11 11 12 15 -15 -16 16 17 -19 -20 -21 -22 -23 25 24 -26 26 27 28 -30 -31
leaf_value=1.0363325779962906e-05 -6.6575756612846388e-06 2.06332918542498e-05 5.0610317160249e-06 -1.5039960546727667e-05 1.653225319621983e-05 9.924926411662859e-06 -2.3320811570473863e-05 1.6205232213906129e-05 -1.1426367784610414e-06 -1.2125514788027325e-05 9.8322575771211024e-06 -3.0727433979611876e-05 -1.6566712479288983e-05 1.7357576495090723e-05 2.4643272575173927e-06 1.7946436266703089e-05 -7.8102846642154461e-06 -8.1819004085720498e-06 1.5299621281883446e-05 1.1022440048691352e-06 -1.1822170927189291e-05 6.8105971942194241e-06 -1.2284723088669127e-05 -2.5069862058444414e-05 1.7568377329336642e-05 7.8039781935027964e-06 6.96157760343788e-07 1.6616821379887948e-07 -4.3378718779812122e-07 -3.2473575083713512e-05
leaf_weight=20 21 23 32 31 31 36 22 32 33 34 33 38 20 22 35 21 22 29 23 20 21 28 20 20 21 30 1449 22 910 22
leaf_count=20 21 23 32 31 31 36 22 32 33 34 33 38 20 22 35 21 22 29 23 20 21 28 20 20 21 30 1449 22 910 22
internal_value=0 4.51008e-08 -2.19006e-08 -4.82993e-06 7.84991e-08 1.9436e-06 -1.72613e-07 3.52484e-08 -1.00139e-05 -1.65933e-07 5.60581e-07 -5.97895e-07 -1.93198e-06 -7.36341e-06 -1.48136e-05 1.23357e-06 4.14928e-06 1.30869e-06 5.07893e-06 -7.73223e-06 -5.71829e-09 3.77409e-07 9.28695e-08 5.34538e-06 -3.23076e-06 -4.41711e-08 5.64499e-08 -4.02733e-08 -1.15881e-06 -1.61537e-05
internal_weight=0 3100 3080 63 3017 358 2659 2604 55 2572 327 291 258 95 73 163 123 102 73 40 2538 50 2517 64 41 2453 2433 2403 954 44
internal_count=3121 3100 3080 63 3017 358 2659 2604 55 2572 327 291 258 95 73 163 123 102 73 40 2538 50 2517 64 41 2453 2433 2403 954 44
is_linear=0
shrinkage=0.1


Tree=5614
num_leaves=31
num_cat=0
split_feature=132 1186 1185 15 2 132 12 120 1 120 2 9 10 34 9 3 45 49 3 133 2 2 42 150 2 13 49 1456 16 16
split_gain=9.57171e-08 3.0005e-06 1.67368e-06 2.46551e-07 1.19169e-07 3.30919e-07 2.23223e-07 1.07489e-07 1.49766e-07 5.1251e-07 2.14245e-07 1.52825e-07 2.94998e-07 5.87781e-07 2.68968e-07 2.37019e-07 1.15278e-07 1.30992e-07 5.30339e-07 1.68284e-06 1.40459e-06 7.71823e-07 3.17209e-07 3.55596e-07 3.20354e-07 4.12829e-07 2.62139e-07 2.37883e-07 1.64979e-07 7.33855e-07
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 0.089125000000000024 -0.41094499999999995 0.090165000000000009 0.09852000000000001 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.092410000000000006 0.053330000000000009 -0.028109999999999996 0.087755000000000014 -0.023499999999999997 0.094030000000000016 0.10440000000000001 -0.087429999999999994 0.090445000000000011 0.087545000000000026 0.090175000000000019 0.09796500000000001 -0.11226499999999999 0.113445 -0.070999999999999994 0.10247500000000002 0.10959500000000001 -0.083134999999999987 -0.08231999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -6 -1 8 9 10 11 12 14 -14 16 -13 17 26 19 -19 -20 -22 23 -23 25 -25 27 28 -4 -30
right_child=2 -3 7 -5 5 -7 -8 -9 -10 -11 -12 15 13 -15 -16 -17 -18 18 20 -21 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=1.1644124034759784e-07 -2.7629345359772829e-05 3.7042391651001793e-05 -8.0039957554690603e-07 -1.1174937830219279e-05 1.1565523303803416e-05 -3.0755223902863358e-06 -1.0257825143915918e-05 -7.2477864569009393e-06 8.1457694230503762e-06 -1.4823170519538628e-05 9.9949088673218461e-06 -1.8044924127025296e-06 -2.0107377375617425e-05 3.8464668659798925e-06 1.1397041111021759e-05 1.3236966029498118e-05 -5.7502199183545604e-06 -7.8972086186930086e-06 -2.8889548446473089e-05 2.8766140795390865e-05 1.6463196205525796e-05 5.1875793761133718e-06 3.8365065311387674e-06 -5.0590120736160321e-06 -3.1982837988973347e-06 -2.345115833752341e-05 1.1459607172322909e-05 -7.7179390067662155e-06 1.8696353016940006e-05 6.9943134036408822e-07
leaf_weight=80 22 22 802 25 26 38 28 20 23 23 22 20 21 20 21 22 34 31 21 21 21 21 39 23 46 26 21 37 23 1522
leaf_count=80 22 22 802 25 26 38 28 20 23 23 22 20 21 20 21 22 34 31 21 21 21 21 39 23 46 26 21 37 23 1522
internal_value=0 2.01593e-06 -1.52126e-07 -1.89565e-06 -5.46919e-07 2.8724e-06 -2.57318e-06 5.77691e-08 1.08857e-07 4.37004e-08 1.65214e-07 8.77589e-08 -3.6729e-09 -8.42258e-06 1.23745e-07 6.07437e-06 3.56723e-08 1.09795e-07 -2.07359e-06 6.90914e-06 -4.44466e-06 -1.52795e-06 -3.96546e-06 -6.58853e-06 -9.19167e-06 -1.48181e-05 3.3585e-07 2.37863e-07 3.63285e-07 9.67347e-07
internal_weight=0 219 2902 197 172 64 108 2880 2860 2837 2814 2792 2750 41 2709 42 2688 2654 249 52 197 176 155 116 95 49 2405 2384 2347 1545
internal_count=3121 219 2902 197 172 64 108 2880 2860 2837 2814 2792 2750 41 2709 42 2688 2654 249 52 197 176 155 116 95 49 2405 2384 2347 1545
is_linear=0
shrinkage=0.1


Tree=5615
num_leaves=31
num_cat=0
split_feature=39 33 2 34 2 1 1 1 3 376 3 42 44 475 52 2 43 1 1 1 15 1429 151 150 151 2 150 483 482 159
split_gain=9.92753e-08 3.3013e-07 2.45167e-07 1.22957e-07 1.45351e-07 2.15221e-06 1.03765e-06 4.22436e-07 4.17056e-07 1.07504e-07 2.97034e-07 1.07434e-07 1.02906e-07 2.58962e-07 7.33534e-07 8.88263e-07 3.19466e-07 1.73282e-07 1.03052e-06 5.79346e-07 1.4529e-06 3.2097e-07 3.15044e-07 1.02939e-06 4.1844e-07 2.6086e-07 2.55722e-07 2.25114e-07 8.0595e-07 4.93278e-07
threshold=-1.0000000180025095e-35 -0.012019999999999998 0.097605000000000011 -0.112215 -0.0050599999999999994 0.094090000000000021 0.10871500000000002 0.13820500000000002 -0.017889999999999996 -1.0000000180025095e-35 -0.0080949999999999998 -0.23802999999999999 0.099360000000000018 0.051590000000000004 -0.54906499999999991 0.10060500000000001 -0.080084999999999976 0.10684 0.10727500000000002 0.10508500000000001 -0.037864999999999989 0.11635000000000001 -0.072119999999999976 0.11235000000000002 -0.083559999999999982 0.121465 0.095275000000000012 0.10143000000000001 0.090355000000000005 0.11084000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -7 8 -8 10 -6 -11 13 17 -15 16 -16 19 -19 21 -21 -13 24 26 25 -20 27 28 29 -24
right_child=1 3 -4 4 9 6 7 -9 -10 11 -12 12 -14 14 15 -17 -18 18 22 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.2751532648551455e-05 -1.1089629877595279e-05 -7.4316293504042821e-06 -4.8172680094250521e-07 3.2718847168802138e-05 3.1417492274548362e-06 -1.7074076856112809e-05 -7.4171465166728019e-07 -6.1753642236388777e-06 1.6617901934706981e-05 6.5192633219339765e-06 -1.3886508077121108e-05 6.9562335153494184e-08 -5.9913587149602447e-06 -1.1120037379441783e-05 1.0964477706920662e-05 2.7044099839589433e-05 -6.9091222940187442e-06 -2.3109079135834196e-05 7.9424045344196558e-06 -6.4195625695685442e-06 3.1240818468631918e-05 -1.2655769728553425e-05 3.6386112377502332e-07 2.0908757519167843e-05 -1.489589736218691e-05 -7.3190050386529044e-06 -1.1975016695942033e-05 -9.730940130141435e-06 1.8446686301657519e-05 -1.5080588250186893e-05
leaf_weight=21 27 22 42 21 21 33 25 28 31 25 20 2215 29 20 20 22 20 22 21 21 20 20 205 23 34 24 20 23 23 23
leaf_count=21 27 22 42 21 21 33 25 28 31 25 20 2215 29 20 20 22 20 22 21 21 20 20 205 23 34 24 20 23 23 23
internal_value=0 -8.09553e-08 3.92936e-06 1.71094e-08 7.15701e-08 3.24169e-06 -2.04908e-06 3.85359e-06 8.86807e-06 -8.08076e-08 -5.16472e-06 -7.15376e-09 -6.53215e-08 -3.41403e-09 5.53264e-06 1.09045e-05 2.02768e-06 -1.71921e-07 -2.04336e-06 1.7178e-07 1.19514e-05 -4.43109e-08 -8.73043e-07 5.3502e-07 -6.52312e-06 -1.97014e-07 -1.05884e-06 -2.62043e-07 6.05625e-07 -1.19413e-06
internal_weight=0 3058 63 3031 3009 138 117 84 56 2871 41 2830 2805 2776 82 62 40 2694 418 2276 41 2235 396 317 79 45 294 274 251 228
internal_count=3121 3058 63 3031 3009 138 117 84 56 2871 41 2830 2805 2776 82 62 40 2694 418 2276 41 2235 396 317 79 45 294 274 251 228
is_linear=0
shrinkage=0.1


Tree=5616
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1208 1209 1209 1209 403 42 1209 1209 1211 1211 1212 401 401 390 401 16 2 42 1374 1447 13 13 13 1429 43 43
split_gain=9.70422e-08 5.51886e-07 2.79778e-07 1.04823e-07 1.79374e-07 2.60368e-07 1.95291e-07 1.4181e-07 1.88775e-07 6.51707e-07 1.53796e-07 2.32508e-07 1.21734e-07 3.03114e-07 2.2376e-07 2.30439e-07 2.57237e-07 4.46135e-07 1.79859e-07 3.04561e-07 1.61672e-07 4.44444e-07 1.52844e-06 9.57218e-07 7.71842e-07 1.306e-06 7.83458e-07 6.63821e-07 7.56965e-07 1.05598e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11531000000000001 0.10233500000000001 -0.097919999999999993 0.10656 -0.087714999999999987 -0.5341999999999999 0.089810000000000015 -0.080224999999999977 -0.051604999999999991 0.12463 0.11671000000000002 0.11387000000000001 0.11602000000000001 0.10632500000000002 0.090020000000000017 0.092675000000000021 -0.091114999999999988 0.087625000000000022 0.083995000000000014 0.079875000000000015 0.050705000000000007 -0.087529999999999983 -0.084774999999999989 -0.090799999999999978 0.083725000000000008 0.0034250000000000005 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 7 -7 9 -9 -10 -12 13 14 15 16 17 18 20 -20 21 22 24 27 26 -26 -13 28 29 -23
right_child=1 3 -4 -5 -6 6 -8 8 10 -11 11 12 -14 -15 -16 -17 -18 -19 19 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-6.9404708410613054e-07 1.6306690512075358e-05 -1.1358598621882265e-05 -1.1555394411078413e-05 -6.165096137751621e-06 7.5400038930695247e-06 7.2312004434664876e-06 9.699095828961748e-06 5.1726359598350516e-06 8.5762204218467352e-06 -1.9768982974710527e-05 -1.0253143558326305e-05 4.8292156345445075e-06 6.7501214440805302e-06 -1.196506995083404e-05 8.4080224496574384e-06 -7.0991585852829714e-06 9.0291716389856454e-06 -1.4508049699066935e-05 1.4479215560245592e-05 -1.6241393944108989e-06 -6.9621730878919754e-07 6.1383624719471333e-07 2.8765272050308835e-05 -2.2610163396166174e-05 -1.987264981532159e-05 1.7364859714280873e-06 2.7652397466768197e-05 -1.6166703237104228e-05 -9.7284780578423044e-06 1.928085135714906e-05
leaf_weight=195 21 20 27 27 32 27 21 22 21 20 22 53 27 21 32 45 32 21 23 24 1391 371 22 20 30 413 21 25 62 33
leaf_count=195 21 20 27 27 32 27 21 22 21 20 22 53 27 21 32 45 32 21 23 24 1391 371 22 20 30 413 21 25 62 33
internal_value=0 1.54313e-07 -2.01502e-06 3.64534e-08 9.51843e-08 1.06741e-08 9.19122e-08 1.92877e-08 -5.14944e-08 -6.70433e-06 5.16502e-08 -1.4948e-08 6.95383e-08 1.18822e-09 9.71743e-08 -5.66687e-09 1.19956e-07 6.32687e-09 1.28836e-07 6.25623e-06 1.08564e-08 9.47561e-07 2.95079e-06 -1.16543e-06 1.8523e-06 2.73113e-07 1.13061e-05 -2.91918e-07 5.59733e-07 2.13862e-06
internal_weight=0 2899 222 2878 2851 2819 2799 2778 2751 42 2709 2688 2666 2639 2618 2586 2541 2509 2488 47 2441 1050 539 511 517 443 74 491 466 404
internal_count=3121 2899 222 2878 2851 2819 2799 2778 2751 42 2709 2688 2666 2639 2618 2586 2541 2509 2488 47 2441 1050 539 511 517 443 74 491 466 404
is_linear=0
shrinkage=0.1


Tree=5617
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 1208 1208 1209 1209 1210 403 1210 1209 403 1209 403 402 401 4 4 4 2 133 4 2 4 4 4 43 2 52
split_gain=9.30535e-08 2.58809e-06 1.58472e-06 4.73919e-07 8.61069e-08 3.03003e-07 1.58153e-07 1.34134e-07 1.46214e-07 1.31968e-07 2.30864e-07 1.72666e-07 1.17245e-07 5.13518e-07 1.44681e-07 2.27671e-07 2.07664e-07 1.20007e-07 6.2283e-07 4.70539e-07 8.53505e-07 1.44305e-06 6.3144e-07 9.1065e-07 6.60372e-07 1.09604e-06 1.03496e-06 4.02599e-07 2.92781e-07 6.86571e-07
threshold=-0.083284999999999984 0.10450500000000001 0.12679500000000002 0.089480000000000018 0.11846000000000001 0.10383000000000002 0.10691500000000002 0.10032500000000001 -0.14175499999999996 0.62200000000000011 0.087415000000000007 -0.085894999999999985 -0.5341999999999999 -0.077594999999999983 -0.43370499999999995 -0.46900499999999995 -0.46360499999999999 -0.086849999999999997 -0.08835999999999998 -0.083439999999999986 0.083795000000000022 -0.0081349999999999981 -0.082109999999999975 0.084145000000000011 -0.081609999999999988 -0.081114999999999979 -0.080584999999999976 -0.0064299999999999991 0.09678500000000001 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 7 8 -2 10 11 -10 -13 -14 -15 -16 -17 18 28 20 -19 27 23 -21 -24 -26 -27 -22 29 -18
right_child=2 -3 -4 -5 -6 -7 -8 -9 9 -11 -12 12 13 14 15 16 17 19 -20 22 21 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=1.7257953596697147e-07 6.1795222697979542e-06 3.6278580482758121e-05 -2.8201694040035363e-05 -1.6058121854030106e-05 6.0094855522644749e-06 -9.6815943045669431e-06 8.9651037075100256e-06 -8.1192156631004758e-06 -7.1861164487376243e-06 -6.943523584157918e-06 1.0786661405290943e-05 -5.4980522955284454e-06 1.6133265187363577e-05 -6.4323725570649436e-06 1.0038550230408715e-05 -9.8586496386858576e-06 9.3939482310219907e-08 -2.3881886482226747e-05 1.4632364566162271e-05 2.6387442164315707e-05 1.9785386483306412e-05 -2.1199368848101586e-05 -1.5669746011958017e-05 -2.0707157723929572e-06 2.336661413210095e-05 -2.0800749985028234e-05 9.6854644880896909e-08 3.8584400064554877e-07 3.2627339894462979e-06 -1.730879040363876e-05
leaf_weight=179 39 20 20 20 24 32 20 20 33 27 20 37 20 34 23 21 177 23 34 22 20 24 27 23 20 24 1890 23 199 26
leaf_count=179 39 20 20 20 24 32 20 20 33 27 20 37 20 34 23 21 177 23 34 22 20 24 27 23 20 24 1890 23 199 26
internal_value=0 1.98768e-06 -1.50003e-07 -1.45865e-06 4.4665e-08 -5.42447e-09 1.04143e-07 4.09857e-08 9.95657e-08 1.32467e-08 8.23029e-08 3.01135e-09 9.19657e-08 1.70609e-07 4.82893e-08 1.33826e-07 4.45943e-08 1.2673e-07 1.6362e-06 -1.87263e-07 -7.26096e-06 -1.55526e-06 1.30102e-07 1.18422e-05 -1.38661e-07 7.81642e-08 -1.65184e-07 9.40889e-06 5.37022e-07 -2.13498e-06
internal_weight=0 219 2902 199 2882 2858 2826 2806 2786 2747 2720 2700 2667 2630 2610 2576 2553 2532 436 2096 90 67 2006 45 1961 1934 1914 43 402 203
internal_count=3121 219 2902 199 2882 2858 2826 2806 2786 2747 2720 2700 2667 2630 2610 2576 2553 2532 436 2096 90 67 2006 45 1961 1934 1914 43 402 203
is_linear=0
shrinkage=0.1


Tree=5618
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 403 15 1210 1213 16 15 1213 4 394 401 42 402 15 1209 401 0 133 15 1212 1210 2 401 401 133 3 2 2
split_gain=9.44336e-08 2.04486e-07 1.65715e-07 1.98287e-07 1.24929e-06 2.66493e-07 1.56175e-07 4.33045e-07 5.57383e-07 1.16361e-07 3.42656e-07 2.46739e-07 1.16412e-07 5.2034e-07 1.30991e-06 8.39232e-07 2.62616e-07 2.13617e-07 1.01662e-06 4.9604e-07 4.92285e-07 2.17353e-07 8.46421e-07 6.15367e-07 1.63166e-07 4.30766e-07 3.01599e-07 1.7806e-07 1.52243e-07 5.35776e-07
threshold=0.12461500000000002 0.10837500000000001 0.092250000000000013 -0.5335399999999999 0.087575000000000014 -0.3960249999999999 0.18587500000000004 -0.088394999999999987 0.090455000000000021 0.099360000000000018 -0.080584999999999976 0.264685 0.10022000000000002 0.087505000000000013 0.11462500000000002 0.085315000000000016 -0.067109999999999989 -1.0000000180025095e-35 -0.072594999999999979 0.50628500000000021 0.095175000000000023 -0.089079999999999979 -0.090009999999999993 0.084755000000000011 0.084575000000000011 0.021890000000000003 -0.093189999999999981 -0.11255999999999998 0.087625000000000022 0.087015000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 9 -8 -9 11 -11 12 16 15 -15 -14 -7 18 20 21 -18 23 -23 -19 25 28 -26 -28 29 -24
right_child=-2 -3 -4 5 -6 6 7 8 -10 10 -12 -13 13 14 -16 -17 17 19 -20 -21 -22 22 24 -25 26 -27 27 -29 -30 -31
leaf_value=-1.0131215654837434e-05 -6.8493892558763035e-06 9.4381918366391051e-06 -6.7709047458366615e-06 -1.1558253136172426e-05 2.0624096841207316e-05 1.0482776595684602e-05 -6.9406370857905128e-06 -7.2337117444476469e-07 2.2885598220909745e-05 -1.2674246014891348e-05 3.1145774593304465e-06 1.1075630991399521e-05 -8.0594871018842543e-06 -2.7268587378785012e-05 3.725030231483591e-06 1.3386708964288928e-05 -6.9444674657213241e-06 1.9137532796197447e-05 -2.1619675782858395e-05 1.413902794229216e-05 1.4210481119582917e-05 -1.8839153752499746e-05 3.235686321980652e-07 -2.5883594702236224e-06 1.0955697028916085e-05 -1.2451606440322394e-05 4.3736136131673662e-06 -8.1768748383126416e-06 -6.6032222092751683e-07 9.3301770851013948e-06
leaf_weight=25 20 23 36 20 28 24 20 20 20 27 28 20 37 25 30 36 22 22 25 25 22 24 947 32 38 28 26 20 1380 71
leaf_count=25 20 23 36 20 28 24 20 20 20 27 28 20 37 25 30 36 22 22 25 25 22 24 947 32 38 28 26 20 1380 71
internal_value=0 4.41814e-08 -2.60143e-08 5.38069e-08 6.11687e-06 -5.37015e-08 2.37963e-08 5.07386e-06 1.10811e-05 -8.03646e-08 -4.6363e-06 7.43377e-09 -7.06763e-08 -3.01753e-06 -1.0363e-05 2.51672e-06 6.87164e-08 -2.44743e-08 -5.51652e-06 1.20551e-07 3.63301e-06 -1.48671e-08 -1.48648e-07 6.26293e-06 3.00659e-08 -1.19962e-07 4.36301e-06 -1.08312e-06 2.40273e-08 9.51731e-07
internal_weight=0 3101 3078 3042 53 2989 2969 60 40 2909 55 2854 2834 128 55 73 2706 2682 69 2613 44 2588 2534 54 2510 2426 84 46 2398 1018
internal_count=3121 3101 3078 3042 53 2989 2969 60 40 2909 55 2854 2834 128 55 73 2706 2682 69 2613 44 2588 2534 54 2510 2426 84 46 2398 1018
is_linear=0
shrinkage=0.1


Tree=5619
num_leaves=31
num_cat=0
split_feature=132 1185 393 50 403 4 2 132 399 1208 1208 1209 1209 1209 1209 15 401 0 1213 402 1213 43 43 403 13 43 1447 4 1447 16
split_gain=9.21996e-08 4.81026e-07 2.33173e-07 2.68562e-07 9.54166e-08 1.90552e-07 1.11372e-07 1.81339e-07 2.93876e-07 9.02044e-08 1.85356e-07 2.10339e-07 1.52253e-07 1.42062e-07 1.7885e-07 5.09782e-07 1.43744e-07 6.88466e-07 3.67572e-07 2.34909e-07 1.13732e-07 1.40641e-06 1.8668e-06 3.67828e-07 3.52501e-07 3.49461e-07 2.98085e-07 1.70862e-06 6.11646e-07 5.76069e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.10483000000000002 0.09227500000000001 -0.090484999999999996 -0.085719999999999977 0.084515000000000021 -0.41094499999999995 0.088190000000000018 0.11531000000000001 0.10233500000000001 -0.097919999999999993 0.10656 -0.087714999999999987 -0.065739999999999979 0.087575000000000014 -0.078179999999999986 -0.071719999999999992 -1.0000000180025095e-35 -0.43418999999999991 0.04198000000000001 -0.025214999999999998 -0.013024999999999998 -0.036149999999999995 -0.015039999999999998 0.25787500000000008 -0.085949999999999985 -0.081609999999999988 -0.084334999999999979 -0.020119999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7 -8 -9 10 11 -3 13 -13 15 -15 17 18 -16 -18 26 -22 -23 24 -24 -25 27 -21 -28 -29
right_child=1 9 -4 -5 5 6 7 8 -10 -11 -12 12 -14 14 16 -17 19 -19 -20 20 21 22 23 25 -26 -27 28 29 -30 -31
leaf_value=7.0964557899682884e-06 1.5230208317093674e-05 -1.0209838183072862e-05 -1.0324813660316005e-05 -9.9573065022519182e-06 -7.8713169229488875e-06 7.6651940844385539e-06 5.7613933469318521e-06 -1.1576655095268507e-05 2.6189467605165976e-06 -5.712519438290016e-06 7.6627748214264105e-06 7.2361598237572863e-06 8.5647243741689086e-06 -1.7757152309492258e-05 4.883246675958755e-06 3.1909661909314588e-06 -8.5879208278072383e-06 1.8811963111701241e-05 -1.1803990053687649e-05 -2.5134420308947281e-05 -1.7430425935214901e-05 3.3778502739261802e-05 -1.1977566376757481e-05 1.7720537176674476e-05 3.9003518748296337e-06 -7.4944619200323369e-07 1.3629785446551757e-05 -2.5172579963358055e-06 -8.1675271725518142e-08 1.6726704502833033e-05
leaf_weight=21 21 20 29 27 26 24 35 25 35 27 32 27 21 21 33 26 32 23 22 31 28 22 27 21 29 20 33 60 2302 21
leaf_count=21 21 20 29 27 26 24 35 25 35 27 32 27 21 21 33 26 32 23 22 31 28 22 27 21 29 20 33 60 2302 21
internal_value=0 1.50393e-07 -1.96412e-06 -7.07854e-07 7.96575e-07 -1.15821e-07 1.57866e-06 4.10055e-08 -3.29589e-06 4.03591e-08 9.4841e-08 8.93326e-09 8.19506e-08 1.78259e-08 -5.30192e-08 -6.16883e-06 5.32837e-08 4.28378e-06 -1.79165e-06 -7.23745e-08 3.26747e-08 2.73424e-06 7.47887e-06 1.514e-06 -3.75507e-06 8.71079e-06 -1.29618e-07 -5.16912e-06 1.12106e-07 2.47192e-06
internal_weight=0 2899 222 193 166 145 119 95 60 2878 2851 2819 2799 2778 2751 47 2704 78 55 2626 2594 147 119 97 56 41 2447 112 2335 81
internal_count=3121 2899 222 193 166 145 119 95 60 2878 2851 2819 2799 2778 2751 47 2704 78 55 2626 2594 147 119 97 56 41 2447 112 2335 81
is_linear=0
shrinkage=0.1


Tree=5620
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1208 1208 1209 1209 1212 1212 1212 16 0 1209 1209 1212 403 1213 1210 1210 401 1212 133 403 0 402 402 133 483 51
split_gain=9.45393e-08 2.74721e-06 1.61566e-06 5.72153e-07 9.72256e-08 2.94545e-07 1.38384e-07 1.23431e-07 1.20279e-07 1.28325e-07 1.01359e-06 5.87862e-07 1.43824e-07 1.33527e-07 1.68176e-07 2.3193e-07 1.32396e-07 1.08914e-07 1.62258e-07 1.80971e-07 1.28731e-07 4.7443e-07 2.81892e-07 2.39799e-07 6.38923e-07 2.19312e-07 2.47345e-07 1.36078e-07 1.50737e-07 1.36668e-07
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.11846000000000001 0.10383000000000002 -0.092099999999999987 0.10691500000000002 -0.47386499999999993 -0.092474999999999988 -0.087464999999999987 -0.091354999999999978 -0.079634999999999997 -0.083969999999999989 -0.065739999999999979 -0.009474999999999999 -0.53255499999999989 -0.38619999999999993 -0.094799999999999982 -0.081369999999999984 -0.078179999999999986 0.11579500000000002 0.51114000000000004 -0.34918499999999997 -0.07403499999999999 0.10607000000000001 0.099740000000000009 0.15630500000000003 -0.47181499999999993 -0.44986999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 -4 8 -8 11 -11 -10 -13 -12 -15 -16 -17 -18 -19 -20 21 -21 23 24 -22 26 27 28 -25 -30
right_child=2 -3 4 -5 -6 -7 7 -9 9 10 13 12 -14 14 15 16 17 18 19 20 22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-1.1896192507844138e-08 -2.7147912376015236e-05 3.4699003392392034e-05 6.5476397088042919e-06 -1.7860857801679232e-05 6.3932702611661327e-06 -9.5383358853951005e-06 -7.5620549025535149e-06 7.8614963422296574e-06 1.7492385252452276e-05 -2.0125826587900521e-05 7.5296811322308104e-06 -6.376868273115367e-06 3.4991652288833096e-06 -8.2959327604233597e-06 7.8686991807779512e-06 -6.3934315960523241e-06 -6.4882305014180018e-06 8.695223343899919e-06 -8.9601571930457307e-06 1.5267030111469163e-05 -4.0303433494322559e-06 -4.4167583910166283e-06 -9.4274774607671848e-06 7.2768088275238529e-06 2.0095202922848765e-05 -8.4625095594977525e-06 9.8414761466231615e-06 -7.3048025005846282e-06 -4.9024473429943267e-06 1.4526298322250117e-07
leaf_weight=176 22 23 33 20 24 32 21 20 23 25 24 29 30 24 38 32 25 22 22 24 23 25 31 29 21 30 26 25 55 2167
leaf_count=176 22 23 33 20 24 32 21 20 23 25 24 29 30 24 38 32 25 22 22 24 23 25 31 29 21 30 26 25 55 2167
internal_value=0 2.0035e-06 -1.51179e-07 -1.83322e-06 5.50459e-08 1.78348e-09 1.09887e-07 3.37686e-08 -2.27289e-08 3.48442e-08 -8.49135e-08 3.93135e-06 -1.35516e-06 1.04652e-07 3.6611e-08 1.13675e-07 -1.57373e-09 7.9432e-08 1.45109e-07 6.91996e-08 1.50081e-07 5.22428e-06 4.67845e-08 1.70397e-07 7.48412e-06 3.24017e-08 1.43109e-07 3.23188e-08 1.13806e-07 2.03197e-08
internal_weight=0 219 2902 196 2880 2856 2824 2791 2771 2750 2668 82 59 2643 2619 2595 2557 2525 2500 2478 2456 49 2407 2376 44 2332 2302 2276 2251 2222
internal_count=3121 219 2902 196 2880 2856 2824 2791 2771 2750 2668 82 59 2643 2619 2595 2557 2525 2500 2478 2456 49 2407 2376 44 2332 2302 2276 2251 2222
is_linear=0
shrinkage=0.1


Tree=5621
num_leaves=31
num_cat=0
split_feature=132 1185 1203 43 130 52 40 12 43 39 33 47 47 47 2 3 47 47 0 484 47 4 15 51 403 51 51 2 1209 4
split_gain=9.1183e-08 5.60119e-07 2.933e-07 9.77243e-08 2.96487e-07 2.81345e-07 1.2798e-07 1.2557e-07 1.63948e-07 1.11812e-07 2.89944e-07 1.71602e-07 1.19149e-06 1.18286e-06 1.98304e-07 4.11703e-07 6.80394e-07 3.95636e-07 2.34591e-07 2.24314e-07 2.46075e-07 1.88089e-07 1.54831e-07 1.51436e-07 5.76336e-07 9.79487e-07 3.37304e-07 1.63781e-06 3.5392e-07 2.71191e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.45785999999999999 -0.22699999999999995 0.091820000000000013 -0.23202499999999995 0.085565000000000016 -0.51144999999999985 -1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.090100000000000013 0.10402500000000002 -0.078084999999999988 0.107145 0.11768500000000003 -0.069824999999999984 -0.075319999999999984 0.10397500000000001 -0.010024999999999997 -0.073184999999999986 0.094075000000000006 -0.0031149999999999997 0.096505000000000021 0.090230000000000019 0.094215000000000007 0.11495000000000001 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 7 -6 -3 -9 22 -11 13 -13 23 15 19 -17 -16 -18 -14 -21 -22 -8 26 -25 -26 28 -28 -12 -27
right_child=1 3 -4 4 6 -7 9 8 -10 10 11 12 14 -15 17 16 18 -19 -20 20 21 -23 -24 24 25 29 27 -29 -30 -31
leaf_value=-6.0073306392438008e-07 1.6421982140205468e-05 6.0009313242718562e-06 -1.1721471690651487e-05 -1.1638033703837375e-05 6.9998250777504073e-06 1.3101729988110575e-05 -7.1722075596841499e-07 -9.15743384914756e-06 2.793848693727341e-06 -9.9070819851476715e-06 -2.9603550397169353e-07 2.3624810147400885e-05 -1.041027585597476e-05 -1.970279341666385e-05 -1.4251359352783766e-05 2.1965515587829074e-05 -4.7246269308869101e-06 1.0097995287514146e-06 7.888467859326435e-06 -7.9487167923893452e-06 -5.5560621392252308e-07 1.2050054247083608e-05 1.1159081563640766e-05 -1.34502032692364e-05 2.4421398986652055e-05 2.9532950842120298e-06 -2.6584997688890628e-05 1.2161900231149048e-05 9.8458310042458065e-06 -9.3422736790671488e-06
leaf_weight=195 21 24 27 22 26 22 23 22 24 30 2037 24 25 31 25 23 29 53 30 23 29 20 21 21 21 174 24 20 35 20
leaf_count=195 21 24 27 22 26 22 23 22 24 30 2037 24 25 31 25 23 29 53 30 23 29 20 21 21 21 174 24 20 35 20
internal_value=0 1.4957e-07 -1.95326e-06 3.0835e-08 -7.50561e-08 3.23749e-06 1.69792e-08 1.37303e-07 -2.92198e-06 -4.93298e-08 -1.30998e-07 -2.09073e-08 2.31633e-06 -2.96511e-07 3.26433e-07 2.1601e-06 7.37618e-06 -3.8816e-06 1.68881e-06 -2.24937e-06 5.84278e-07 4.58956e-06 4.95101e-06 -4.0731e-08 2.36196e-06 3.90641e-06 -3.08706e-07 -8.97277e-06 -1.2472e-07 1.68571e-06
internal_weight=0 2899 222 2878 2786 92 2764 70 46 2738 2694 2664 281 2383 257 179 82 78 59 97 72 49 44 2352 236 215 2116 44 2072 194
internal_count=3121 2899 222 2878 2786 92 2764 70 46 2738 2694 2664 281 2383 257 179 82 78 59 97 72 49 44 2352 236 215 2116 44 2072 194
is_linear=0
shrinkage=0.1


Tree=5622
num_leaves=31
num_cat=0
split_feature=130 1 1208 1208 1208 1209 401 403 484 481 43 52 52 50 403 15 1213 0 1212 52 13 403 43 403 132 403 1211 402 42 12
split_gain=1.06582e-07 2.39399e-07 1.02031e-07 1.56462e-07 1.62316e-07 1.6769e-07 1.09783e-07 1.07421e-07 1.10276e-06 2.19463e-06 6.58769e-07 1.60019e-06 9.34326e-07 4.82147e-07 4.16747e-07 3.05921e-07 4.92703e-07 3.94321e-07 3.15733e-07 3.63237e-07 3.05794e-07 2.59089e-07 3.05565e-07 1.68759e-07 1.26697e-06 3.87084e-06 2.78314e-06 1.61411e-06 9.76544e-07 1.39779e-06
threshold=-0.23123999999999997 0.16540500000000002 0.12461500000000002 0.10837500000000001 0.092250000000000013 -0.092099999999999987 0.13699500000000003 -0.084339999999999984 -0.081614999999999979 -0.081614999999999979 0.055925000000000009 0.10611000000000001 0.091820000000000013 0.090295000000000014 -0.083444999999999991 0.086355000000000015 0.052820000000000013 -0.080689999999999984 0.08759500000000002 0.086040000000000019 -0.029529999999999997 -0.090774999999999981 -0.079109999999999986 -0.0038999999999999994 -0.083284999999999984 -0.074254999999999988 0.11048500000000001 0.094750000000000015 0.087505000000000013 0.085495000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 -10 11 12 13 15 -9 17 -17 18 19 20 -11 22 -22 24 25 -16 27 28 29 -26
right_child=1 -3 -4 -5 -6 6 -8 14 9 10 -12 -13 -14 -15 23 16 -18 -19 -20 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=6.7822212851910001e-06 7.6638980834982726e-06 -9.4255155056965106e-06 -7.0871454408916182e-06 8.2954393292311579e-06 -6.658388090525275e-06 -1.9695460251450247e-05 -7.3612602682260329e-06 -1.4548047940934339e-05 3.2799558681764881e-05 1.1331131227052539e-05 1.5974041936580625e-05 -2.0829010712558932e-05 2.2939982966363462e-05 1.5538529714831385e-05 3.643635442845802e-05 -8.8597410152088951e-07 -1.9511300988597215e-05 1.1426319564854954e-05 7.5200203797509391e-06 -1.1463702292581325e-05 -7.1534058645283953e-06 -1.108292102192839e-05 9.7473921572521298e-06 1.9939425012636911e-07 3.0251254603448935e-05 -1.7147448250817924e-05 -3.6384251749647471e-05 -2.7655830640469502e-05 -9.537902897358347e-06 1.0457482367929006e-06
leaf_weight=23 29 27 20 23 36 23 20 20 23 20 27 34 20 20 28 49 20 33 37 36 20 24 23 2292 23 26 27 20 41 57
leaf_count=23 29 27 20 23 36 23 20 20 23 20 27 34 20 20 28 49 20 33 37 36 20 24 23 2292 23 26 27 20 41 57
internal_value=0 -5.03634e-08 3.20622e-08 7.87302e-08 1.6318e-08 9.66286e-08 2.25649e-08 7.27438e-08 1.57655e-06 2.84405e-06 9.46046e-07 -2.61561e-07 2.05398e-06 5.72703e-07 -1.69978e-07 -5.69726e-07 -6.28462e-06 1.47342e-06 -5.79363e-07 -3.01576e-06 4.79936e-07 -2.75923e-06 1.88656e-06 -5.55939e-08 -2.68817e-06 1.06367e-05 -6.97118e-06 -1.33889e-06 3.01101e-06 9.44233e-06
internal_weight=0 3098 3071 3051 3028 2992 2963 2943 409 386 363 336 302 282 2534 262 69 193 160 123 87 67 43 2514 222 54 168 141 121 80
internal_count=3121 3098 3071 3051 3028 2992 2963 2943 409 386 363 336 302 282 2534 262 69 193 160 123 87 67 43 2514 222 54 168 141 121 80
is_linear=0
shrinkage=0.1


Tree=5623
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 128 52 403 2 16 42 128 12 400 12 1210 1210 1209 2 130 131 131 132 1 1204 393 394 402 403 401 402 52
split_gain=9.18843e-08 1.79366e-07 2.18693e-07 9.13935e-08 3.08697e-07 3.46799e-07 3.59943e-07 3.13472e-07 2.44747e-07 2.44248e-07 1.3582e-06 3.16666e-07 2.81182e-07 2.57792e-07 2.74864e-07 2.25644e-07 3.25772e-07 2.14185e-07 1.59244e-07 2.26157e-07 1.99466e-07 3.07489e-06 2.50974e-06 6.33501e-07 4.26555e-07 1.80574e-07 4.18379e-07 3.41878e-07 8.55405e-07 1.91426e-07
threshold=0.11531000000000001 0.10233500000000001 -0.097919999999999993 0.089745000000000005 -0.21968999999999997 -0.081224999999999992 0.082850000000000021 -0.10850999999999998 -0.094469999999999985 0.079650000000000012 0.089300000000000004 -0.39724499999999996 0.23631000000000002 -0.13847499999999999 -0.090569999999999998 0.087485000000000021 0.085155000000000022 -0.22461999999999996 0.12193000000000001 0.11767000000000001 -0.083284999999999984 0.089475000000000013 -0.082199999999999981 0.10483000000000002 0.013605000000000001 -0.45454999999999995 -0.071919999999999984 -0.078179999999999986 -0.095989999999999978 0.029970000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 -5 -6 8 -8 -7 11 -11 -4 13 -13 -15 17 -17 -16 19 20 21 23 -22 -19 25 26 -24 -27 -29 -30
right_child=-2 -3 3 4 5 6 7 -9 -10 10 -12 12 -14 14 15 16 -18 18 -20 -21 22 -23 24 -25 -26 27 -28 28 29 -31
leaf_value=-1.0448008142702748e-05 -5.602666445564206e-06 7.5004903720810041e-06 -1.2476376370500474e-05 -1.2457622651709244e-05 -8.7542777249071056e-06 5.2540894065108059e-06 -8.386149212518441e-07 1.5091336832332066e-05 -7.5195018257545597e-06 -7.662627401189709e-06 2.6999754427379228e-05 9.1603403461704161e-06 -1.1663036111713155e-05 -1.1547709254955409e-05 9.2954818742327921e-06 1.6711721073079389e-05 1.0140444099959449e-06 6.1051537016965094e-07 -6.9073380059721376e-06 9.745659167492705e-06 -3.3865148477409751e-05 3.5727687116377642e-05 1.7000427262701124e-05 -1.7415231240608156e-05 1.2563637904316206e-05 1.1672403123460148e-05 -2.2376696261534772e-06 -2.0915624839972225e-05 4.7715671945052399e-07 -1.5031959015289057e-06
leaf_weight=20 29 32 20 25 38 24 21 30 40 26 20 32 20 20 25 20 39 128 33 24 22 25 20 23 27 24 26 20 1557 711
leaf_count=20 29 32 20 25 38 24 21 30 40 26 20 32 20 20 25 20 39 128 33 24 22 25 20 23 27 24 26 20 1557 711
internal_value=0 5.25439e-08 -2.53432e-08 4.3227e-08 -2.15537e-06 -4.71995e-07 2.26476e-06 8.53194e-06 -2.72941e-06 1.79967e-07 7.40797e-06 6.1896e-08 1.51583e-07 2.36703e-07 1.32637e-07 2.18396e-07 6.33529e-06 8.29751e-08 -4.26459e-09 8.31161e-08 -6.66364e-09 3.24311e-06 -2.44287e-07 -2.13513e-06 6.5842e-08 -7.72625e-08 6.12672e-06 -2.00698e-07 -3.25241e-07 -1.43668e-07
internal_weight=0 3092 3060 3040 178 153 115 51 64 2862 46 2816 2796 2776 2744 2724 59 2665 2640 2607 2583 176 2407 151 2385 2358 46 2312 2288 2268
internal_count=3121 3092 3060 3040 178 153 115 51 64 2862 46 2816 2796 2776 2744 2724 59 2665 2640 2607 2583 176 2407 151 2385 2358 46 2312 2288 2268
is_linear=0
shrinkage=0.1


Tree=5624
num_leaves=31
num_cat=0
split_feature=132 132 1203 1213 160 12 16 12 12 16 402 403 133 1210 403 402 43 402 400 12 3 0 16 0 3 12 43 51 1453 0
split_gain=9.98033e-08 4.35694e-07 2.13859e-07 9.06452e-08 1.69185e-06 1.00167e-06 5.14399e-07 1.21921e-06 5.45394e-07 5.52577e-07 4.34519e-07 3.99444e-07 1.39891e-06 3.97193e-07 3.15118e-07 1.26499e-07 1.04256e-06 3.84126e-07 1.14068e-07 2.98432e-07 1.15589e-07 2.8286e-07 4.60794e-07 3.0535e-07 2.77888e-07 4.7128e-07 3.14988e-07 7.31697e-07 2.43426e-07 3.28962e-07
threshold=-0.083174999999999985 -0.069704999999999989 0.089005000000000015 0.04198000000000001 -0.025879999999999997 0.085250000000000006 -0.079504999999999978 0.087625000000000022 0.090020000000000017 -0.088909999999999989 -0.012254999999999999 -0.54856499999999986 0.40945500000000007 -0.13847499999999999 -0.53255499999999989 -0.45015499999999992 0.055925000000000009 -0.41596499999999997 -0.064794999999999978 0.089300000000000004 -0.094299999999999981 0.10455500000000001 0.042200000000000008 0.051010000000000007 -0.089519999999999988 0.086565000000000017 0.060960000000000007 0.081440000000000026 1.0000000180025095e-35 -0.082009999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 11 -5 -6 7 -7 -9 -10 -8 12 -3 -13 -15 16 -16 -17 19 -19 -20 23 -23 24 25 -22 28 -28 -26 -30
right_child=1 3 -4 4 5 6 10 8 9 -11 -12 13 -14 14 15 17 -18 18 20 -21 21 22 -24 -25 26 -27 27 -29 29 -31
leaf_value=-8.8857873554213899e-07 1.450814482409225e-05 -2.7553589006856782e-05 -1.0384586487446171e-05 2.8264415513231968e-05 -1.5527529612164043e-05 2.8379823405495179e-05 2.7042322017223341e-06 -1.1312743690912915e-05 -4.4924279993638481e-06 1.7719556819884019e-05 -1.6324671812959597e-05 1.0798588899727774e-05 7.3569150904025568e-06 -1.1253228651185055e-05 -1.9870196189478286e-05 1.392342866438412e-05 1.134793129267564e-05 -2.8597967229870846e-06 1.3092027055471654e-06 1.4018202400620795e-05 1.973110855219719e-06 6.4206742536043757e-07 -1.9108636200014322e-05 1.0752342346677324e-05 4.4020563604580542e-07 -1.3124904698067687e-05 -1.390540034801941e-06 -2.1034342463953302e-05 1.1695068926862655e-06 -1.6550799587093933e-05
leaf_weight=195 21 22 27 22 38 21 28 24 21 24 21 34 24 25 23 20 20 22 483 20 39 27 21 25 1657 44 108 23 22 20
leaf_count=195 21 22 27 22 38 21 28 24 21 24 21 34 24 25 23 20 20 22 483 20 39 27 21 25 1657 44 108 23 22 20
internal_value=0 1.56482e-07 -2.0435e-06 5.17613e-08 2.11091e-06 -1.13981e-06 2.79352e-06 7.28221e-06 8.61196e-07 7.35396e-06 -5.45101e-06 -1.01195e-07 -9.33941e-06 6.02019e-08 -8.02772e-08 2.82402e-08 -5.35014e-06 1.19615e-07 9.66852e-09 5.17735e-06 -7.82385e-08 -4.15668e-07 -7.99887e-06 -2.27848e-07 -3.71343e-07 -6.03066e-06 -1.14664e-07 -4.83945e-06 2.49637e-07 -7.26873e-06
internal_weight=0 2899 222 2878 199 177 139 90 69 45 49 2679 46 2633 2599 2574 43 2531 2511 42 2469 1986 48 1938 1913 83 1830 131 1699 42
internal_count=3121 2899 222 2878 199 177 139 90 69 45 49 2679 46 2633 2599 2574 43 2531 2511 42 2469 1986 48 1938 1913 83 1830 131 1699 42
is_linear=0
shrinkage=0.1


Tree=5625
num_leaves=31
num_cat=0
split_feature=1428 474 51 0 157 16 3 474 52 484 474 51 12 157 474 132 1186 1185 52 2 2 45 147 3 0 401 52 42 133 16
split_gain=8.64769e-08 9.53798e-08 4.11734e-07 3.65831e-07 2.1749e-07 3.33234e-07 2.38163e-07 1.86097e-07 8.45593e-07 1.74485e-07 1.57285e-07 5.74915e-07 9.3701e-07 4.27383e-07 2.91016e-07 1.21675e-07 2.5012e-06 1.53526e-06 2.61169e-07 1.44784e-07 8.26679e-07 4.5848e-07 3.9147e-07 2.90682e-07 6.32344e-07 4.08906e-07 3.49967e-07 7.56111e-07 4.59729e-07 8.40263e-07
threshold=0.11170000000000001 0.091180000000000011 -0.10316499999999999 -0.12333499999999999 -0.06482499999999998 -0.0019699999999999995 -0.08323499999999999 0.088710000000000011 -0.023194999999999997 0.082450000000000009 0.083875000000000019 -0.085164999999999977 0.083715000000000026 -0.086079999999999976 0.079590000000000008 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 0.10613000000000002 0.10699500000000002 0.081955000000000014 0.093875000000000014 -0.063814999999999997 0.030935000000000004 0.021890000000000003 0.10263500000000002 0.10024000000000001 0.090665000000000009 0.6352000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -4 5 -5 -7 10 -9 -8 14 12 -12 -13 15 16 18 -17 -1 21 -21 22 -19 25 -25 26 27 28 29 -22
right_child=-2 2 3 4 -6 6 9 8 -10 -11 11 13 -14 -15 -16 17 -18 19 -20 20 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=7.5585011490700571e-08 6.554492323971318e-06 -1.4474003666956984e-05 1.2223517107941009e-05 1.0039124068498495e-05 -9.3218117950582936e-06 -1.2328586219501588e-05 -4.1377811529026295e-06 1.8063048614917704e-05 -8.3479989122927446e-06 7.6334395089361351e-06 2.0791590663470238e-06 1.1519246995841527e-05 -2.0581970380663808e-05 -4.5748505506322326e-06 9.6371814379381256e-06 -2.6445964077869249e-05 3.4231061553410574e-05 5.0233775577617736e-07 -1.0765061721520816e-05 -1.7745954985535906e-05 -3.9725376536934063e-06 1.5573468526781653e-05 -1.3563445099862294e-05 3.1309030851788067e-07 1.8238455612888736e-05 8.8383355250698512e-06 -1.2601339771704673e-05 1.5649840979676813e-05 3.4992703788139767e-06 -2.670640496944543e-05
leaf_weight=153 20 24 20 25 33 21 34 27 22 20 36 33 37 33 32 22 22 1854 26 29 72 20 20 313 21 25 44 20 42 21
leaf_count=153 20 24 20 25 33 21 34 27 22 20 36 33 37 33 32 22 22 1854 26 29 72 20 20 313 21 25 44 20 42 21
internal_value=0 -4.22719e-08 -2.2964e-06 -3.86192e-07 -2.28239e-06 4.06202e-08 -3.29221e-06 9.41786e-08 6.20503e-06 2.2193e-07 -9.97149e-09 -3.2915e-06 -9.40662e-06 3.4722e-06 1.56743e-07 4.45489e-08 2.41172e-06 -1.45544e-07 -1.49903e-06 8.76724e-08 -1.28453e-06 5.12954e-07 3.52223e-07 -4.29009e-07 1.44013e-06 -3.21603e-06 -4.7304e-06 -2.49607e-06 -5.18435e-06 -9.10599e-06
internal_weight=0 3101 177 153 133 100 75 2924 49 54 2875 139 73 66 2736 2704 201 2503 179 2481 587 1894 1874 558 334 224 199 155 135 93
internal_count=3121 3101 177 153 133 100 75 2924 49 54 2875 139 73 66 2736 2704 201 2503 179 2481 587 1894 1874 558 334 224 199 155 135 93
is_linear=0
shrinkage=0.1


Tree=5626
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 1213 399 3 16 15 47 1429 156 1425 4 4 4 1447 4 4 2 4 484 401 2 132 0 157 157 12 13
split_gain=9.6245e-08 5.66472e-07 2.30202e-07 2.09684e-07 1.35638e-07 9.38424e-08 2.0152e-07 1.63104e-07 1.49874e-07 1.02987e-07 9.29478e-08 3.70067e-07 1.14852e-07 1.06164e-07 7.54169e-07 6.70387e-07 5.98944e-07 1.43554e-06 4.94046e-07 9.83652e-07 4.0791e-07 4.07657e-07 3.12064e-07 4.79447e-07 3.81952e-07 5.06555e-07 3.74205e-07 6.85124e-07 3.80719e-07 1.05864e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 0.087020000000000014 0.087955000000000019 -0.080104999999999996 -0.085254999999999984 0.083490000000000023 0.085770000000000027 -0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.084564999999999987 -0.083644999999999983 -0.085409999999999986 -0.086359999999999978 -0.085964999999999986 -0.082594999999999988 0.084145000000000011 -0.082249999999999976 0.088000000000000009 0.021890000000000003 0.084245000000000014 0.0087150000000000023 -0.08095999999999999 -0.080799999999999983 -0.0048549999999999991 0.098810000000000023 0.11596500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 8 -7 -1 -8 -3 12 13 15 -15 16 -12 21 19 -16 -20 22 24 -24 26 -26 -18 -28 -29 -30
right_child=1 10 -4 -5 -6 7 9 -9 -10 -11 11 -13 -14 14 18 -17 17 -19 20 -21 -22 -23 23 -25 25 -27 27 28 29 -31
leaf_value=-2.0400126314515627e-06 1.6518096435902409e-05 -6.7591855076898351e-06 -1.1969197714192671e-05 -9.5356793026439844e-06 7.596264452496888e-06 -3.588937576855992e-06 4.9632696089929601e-06 7.0015215738528766e-06 -1.3850744976263654e-05 -4.1842241807898969e-06 1.7569618330526284e-05 1.3636819494422527e-05 -6.9021423617717421e-06 -1.3856774683063123e-05 2.6790417523443468e-05 1.9292055767436978e-05 -8.6801464872663816e-06 -2.1655234921377871e-05 -1.4424932851397898e-05 -3.8517247627499847e-06 -7.8800480349746851e-08 -1.0604210595172644e-05 5.818277052564251e-06 -1.4328208325869802e-05 -5.2369056737172119e-07 1.9453899847879561e-05 1.9842603910547042e-05 3.1415237746062757e-06 -2.3961543083714789e-05 7.4963208293332217e-06
leaf_weight=22 21 20 21 25 22 26 32 33 21 20 20 20 24 40 20 20 31 29 20 22 2197 27 21 27 22 30 22 223 20 23
leaf_count=22 21 20 21 25 22 26 32 33 21 20 20 20 24 40 20 20 31 29 20 22 2197 27 21 27 22 30 22 223 20 23
internal_value=0 1.5367e-07 -2.00674e-06 -9.65881e-07 2.5142e-07 -7.97844e-07 -2.74322e-06 2.33454e-06 -7.80804e-06 1.445e-06 3.42635e-08 8.18034e-08 -1.37217e-08 4.50281e-08 -2.45682e-07 1.34278e-06 6.17559e-07 -9.62114e-08 -4.67149e-09 1.07398e-05 -2.0822e-07 1.30561e-06 2.07307e-06 -5.51412e-06 3.0547e-06 1.10018e-05 1.75924e-06 2.88292e-06 1.48024e-06 -7.13524e-06
internal_weight=0 2899 222 201 176 154 95 59 43 52 2878 2858 2838 2814 2299 515 495 475 2259 42 2217 446 419 48 371 52 319 288 266 43
internal_count=3121 2899 222 201 176 154 95 59 43 52 2878 2858 2838 2814 2299 515 495 475 2259 42 2217 446 419 48 371 52 319 288 266 43
is_linear=0
shrinkage=0.1


Tree=5627
num_leaves=31
num_cat=0
split_feature=47 2 47 1456 50 1366 1375 52 52 1373 2 1375 133 16 42 48 52 160 42 1 48 147 9 12 33 148 147 16 2 13
split_gain=8.84699e-08 7.19062e-07 3.03747e-07 1.48129e-07 2.18113e-07 1.42657e-07 1.41898e-07 4.52565e-07 3.80854e-07 1.61609e-07 1.37927e-06 4.64026e-07 1.39968e-07 1.78014e-07 2.84411e-07 1.88647e-07 2.45619e-07 1.98411e-07 1.55965e-07 3.50095e-07 1.34498e-07 1.58008e-07 1.74419e-07 9.45093e-07 7.88937e-07 1.63018e-07 6.08927e-07 4.21684e-07 7.81972e-07 3.12742e-07
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.079429999999999987 -1.0000000180025095e-35 -0.082814999999999986 0.084315000000000015 -0.080979999999999983 -0.013374999999999998 1.0000000180025095e-35 0.087015000000000023 -0.42089999999999994 0.12599500000000005 -0.065229999999999996 -0.0098899999999999978 0.10227500000000002 -0.40306999999999998 -0.081399999999999986 0.090240000000000015 0.111945 -0.11155999999999998 0.099730000000000027 0.092235000000000011 -0.010834999999999999 -0.012019999999999998 -0.063899999999999985 0.092070000000000013 -0.51370499999999997 0.10613000000000002 -0.081224999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 -5 -1 9 -8 -9 11 -11 -7 13 14 -6 16 -15 -17 19 -16 -13 22 24 -24 -22 26 29 28 -27 -26
right_child=1 3 -4 4 12 6 7 8 -10 10 -12 20 -14 15 18 17 -18 -19 -20 -21 21 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=7.9352678648833922e-06 -1.991867405337189e-05 -8.289578396546527e-06 1.1889485476372516e-05 9.7956248158549322e-06 1.2349118945849115e-05 -1.4098922059454945e-05 6.4004992054833572e-06 -2.0800881175091489e-05 -1.7340881186100888e-06 -1.2424633487171379e-05 2.42691587031697e-05 -7.1320614169962942e-06 -8.607703064171801e-06 -9.3892041793257763e-07 -1.0353211475830905e-05 -6.3248786740846954e-06 -1.2846055066499199e-05 5.6281396510024847e-06 6.1022064897997557e-06 4.3683828230963894e-06 2.0032779365237732e-05 6.5550341542593047e-06 9.2377856769113965e-06 -2.0104234657913407e-05 1.0432010694785277e-05 -3.7232240595962721e-07 1.8323004287199384e-05 1.4286315219407417e-07 -2.449100986765984e-05 -4.1704912944789447e-06
leaf_weight=23 20 22 22 22 25 23 24 20 22 20 21 25 20 41 30 21 30 41 32 35 20 39 21 23 20 41 23 2320 20 55
leaf_count=23 20 22 22 22 25 23 24 20 22 20 21 25 20 41 30 21 30 41 32 35 20 39 21 23 20 41 23 2320 20 55
internal_value=0 -1.52521e-06 1.85857e-07 -3.72011e-07 2.14475e-07 9.25674e-08 2.66623e-08 -4.55387e-06 -1.08135e-05 1.39847e-07 6.36975e-06 4.27265e-08 -5.52017e-07 7.9802e-08 2.83849e-06 -2.45072e-06 -5.9701e-06 1.57954e-06 3.87295e-07 -2.4262e-06 1.6749e-07 2.38167e-07 1.4129e-07 -6.10009e-06 2.51182e-07 9.15891e-08 4.0887e-06 -7.29286e-08 -8.28009e-06 -2.76491e-07
internal_weight=0 339 2782 319 297 2760 2737 66 42 2671 41 2630 275 255 122 133 71 62 97 65 2607 2582 2543 44 2499 2479 98 2381 61 75
internal_count=3121 339 2782 319 297 2760 2737 66 42 2671 41 2630 275 255 122 133 71 62 97 65 2607 2582 2543 44 2499 2479 98 2381 61 75
is_linear=0
shrinkage=0.1


Tree=5628
num_leaves=31
num_cat=0
split_feature=1429 3 51 1429 150 42 481 475 13 156 3 11 471 1420 1420 367 120 33 43 132 1211 43 3 1447 484 391 4 403 1186 158
split_gain=9.38412e-08 4.48543e-07 1.24517e-06 2.18327e-06 1.00396e-06 5.7263e-07 4.32713e-07 7.25472e-07 3.00142e-07 3.14728e-07 2.98407e-07 2.17006e-07 1.35742e-07 1.47941e-07 2.65889e-07 1.31503e-07 1.80792e-07 1.51797e-07 1.61442e-07 2.12702e-06 3.37535e-06 5.95978e-07 2.75031e-06 6.75843e-07 1.35302e-06 5.92418e-07 5.71257e-07 5.53831e-07 4.61999e-07 5.05072e-07
threshold=0.032755000000000006 -0.087429999999999994 -0.085604999999999987 0.084180000000000019 0.10874500000000002 0.083795000000000022 -0.081334999999999977 -0.08466499999999999 -0.084154999999999994 -0.065739999999999979 -0.10217499999999997 0.08740500000000001 -0.085064999999999988 -0.08341999999999998 -0.069964999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 -0.044254999999999996 -0.011694999999999999 -0.083284999999999984 0.086285000000000014 -0.014584999999999999 -0.087429999999999994 -0.086279999999999982 -0.080549999999999983 -0.086319999999999994 -0.50940999999999981 -0.55327499999999985 0.060550000000000007 0.10874500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 5 3 -3 6 10 -4 -8 -9 -10 11 -2 -1 -14 -15 -16 17 -17 19 -19 21 23 -23 24 -21 -20 -27 -25 29 -28
right_child=1 2 4 -5 -6 -7 7 8 9 -11 -12 -13 13 14 15 16 -18 18 25 20 -22 22 -24 27 -26 26 28 -29 -30 -31
leaf_value=8.3892131097229588e-06 9.3131964853631466e-06 -4.3525764303922195e-05 8.5825691572748703e-06 -1.8871709301038209e-06 1.9593058808052026e-05 1.9130810719616421e-05 -1.965041915745758e-05 7.1732955724467599e-06 3.5609869914051988e-06 -1.2186006544538942e-05 -1.0376970342278469e-05 -3.8526019027683238e-06 8.4832111800399925e-06 -1.143036683970422e-05 6.4162831160336459e-06 8.8152867829194295e-06 -9.407200399209615e-06 2.4132379923302276e-05 -1.6328837062928869e-05 -3.1285085278796031e-05 -4.0632065247336871e-05 -1.4840072229162615e-05 2.8587183527893755e-05 1.4671708603535599e-05 1.6772465559452858e-06 -1.432773742635618e-05 6.9766042004369864e-07 4.5140925868813428e-07 -1.0549733871989813e-05 -9.78380780528217e-06
leaf_weight=20 31 20 26 34 23 20 28 29 22 30 20 21 21 20 33 20 20 38 24 20 20 25 35 28 33 29 1089 1253 41 48
leaf_count=20 31 20 26 34 23 20 28 29 22 30 20 21 21 20 33 20 20 38 24 20 20 25 35 28 33 29 1089 1253 41 48
internal_value=0 -1.6692e-06 -4.19961e-06 -1.73089e-05 2.80775e-07 4.16175e-06 -3.00947e-06 -5.77454e-06 -9.77937e-07 -5.52382e-06 3.68117e-09 3.99624e-06 1.8013e-07 1.21431e-07 5.81756e-08 1.41547e-07 6.55033e-08 1.35594e-07 7.08922e-08 7.85131e-07 1.57694e-07 7.42913e-07 1.04925e-05 3.04401e-07 -1.07614e-05 -7.71573e-07 -4.62232e-07 7.62235e-07 -1.20891e-07 2.55171e-07
internal_weight=0 304 212 54 158 92 135 109 81 52 72 52 2817 2797 2776 2756 2723 2703 2683 1452 1414 1394 60 1334 53 1231 1207 1281 1178 1137
internal_count=3121 304 212 54 158 92 135 109 81 52 72 52 2817 2797 2776 2756 2723 2703 2683 1452 1414 1394 60 1334 53 1231 1207 1281 1178 1137
is_linear=0
shrinkage=0.1


Tree=5629
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1177 129 394 394 12 1212 1210 12 12 0 43 133 160 3 1 1371 11 42 42 151 43 483 156 42 3 42 15
split_gain=1.10336e-07 4.62334e-07 1.94677e-07 1.0625e-07 1.95991e-07 1.43086e-07 2.69142e-07 1.10411e-07 5.71053e-07 8.51239e-07 5.15579e-07 6.44873e-07 4.78562e-07 3.88667e-07 2.93043e-07 1.41727e-06 1.2122e-06 2.14845e-06 3.88705e-07 3.45713e-07 3.50879e-07 1.40398e-06 1.19635e-06 4.92475e-07 4.51318e-07 5.28398e-07 7.8855e-07 5.29107e-07 8.48574e-07 1.14076e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.083384999999999973 -0.077709999999999987 -0.16013499999999997 -0.090369999999999992 0.086305000000000007 -0.08867499999999999 -0.053799999999999994 0.086850000000000024 0.087215000000000015 -0.085254999999999984 -0.022084999999999997 0.091250000000000012 -0.025879999999999997 -0.086274999999999977 0.094715000000000008 0.084340000000000012 0.077695000000000014 0.083995000000000014 0.084435000000000024 -0.5413699999999998 -0.09002499999999998 0.087520000000000014 0.087575000000000014 0.084895000000000012 -0.087429999999999994 0.087550000000000017 -0.020484999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 -7 8 -8 -10 13 12 -12 -9 18 -16 -17 -18 19 20 22 -22 -11 -23 25 26 -25 -28 29 -29
right_child=1 3 -4 4 5 6 7 10 9 14 11 -13 -14 -15 15 16 17 -19 -20 -21 21 23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-1.0236038800607294e-06 1.4948459379194814e-05 6.6825080163350026e-06 -9.9433786415050107e-06 -8.0391858182338184e-06 -7.1585034416127913e-06 1.0929212808348339e-05 1.2804807720972497e-05 2.9724662908847677e-06 -1.5477445618928006e-05 2.4367688317960574e-05 -2.2070935466961767e-05 6.4047140624145085e-07 -1.4408877493975604e-06 1.8500418436225894e-05 2.8522592238005018e-05 1.5111868274151206e-05 -3.5782975218126018e-05 3.2274989450797879e-06 -1.4456690154301689e-05 -1.0221398637490033e-05 -2.1168289993748376e-05 1.0971847012797298e-05 1.4409603107675855e-07 -2.0301939164824036e-05 7.7428604620367053e-06 7.5422016028797403e-06 -1.8239166565763297e-05 -3.00797861255529e-06 -7.3846112115916192e-06 2.638946380102425e-05
leaf_weight=194 21 24 28 30 27 23 31 40 39 21 22 1362 23 27 20 33 20 48 21 37 38 32 700 32 39 34 20 33 80 22
leaf_count=194 21 24 28 30 27 23 31 40 39 21 22 1362 23 27 20 33 20 48 21 37 38 32 700 32 39 34 20 33 80 22
internal_value=0 1.64535e-07 -2.14862e-06 5.66602e-08 9.41799e-10 8.63539e-08 1.5629e-07 6.69687e-08 -6.04815e-07 -9.32395e-07 6.59451e-07 2.5133e-07 -1.15267e-05 9.23e-06 -4.7121e-07 4.20169e-06 -6.14336e-07 -8.24617e-06 -9.81057e-07 -7.20958e-07 -3.86499e-07 -3.08727e-06 8.49638e-07 -7.3426e-07 -2.17501e-06 -3.92522e-06 -6.01021e-06 -3.05966e-06 -8.10844e-07 8.751e-06
internal_weight=0 2899 222 2878 2854 2824 2797 2774 1300 1269 1474 1407 45 67 1230 121 101 68 1109 1088 1051 330 721 292 260 221 187 155 135 55
internal_count=3121 2899 222 2878 2854 2824 2797 2774 1300 1269 1474 1407 45 67 1230 121 101 68 1109 1088 1051 330 721 292 260 221 187 155 135 55
is_linear=0
shrinkage=0.1


Tree=5630
num_leaves=31
num_cat=0
split_feature=1429 150 151 1429 481 156 3 133 1375 13 0 2 45 11 33 9 4 475 2 52 0 16 155 12 13 4 472 47 47 47
split_gain=9.41219e-08 6.76513e-07 4.27421e-07 3.05773e-07 2.701e-07 5.14488e-07 1.86911e-07 3.03407e-07 3.3962e-07 2.51111e-07 3.84336e-07 2.12071e-07 1.51626e-07 4.74639e-07 1.98779e-07 1.31762e-07 2.11531e-07 1.28295e-07 3.83069e-07 1.53246e-07 2.26837e-07 4.28181e-07 9.93228e-07 3.78561e-07 3.48474e-07 2.67297e-07 2.69292e-07 1.78976e-07 1.01961e-06 6.86823e-07
threshold=0.083715000000000026 0.10699000000000002 -0.54526999999999981 0.032755000000000006 -0.081334999999999977 -0.088004999999999986 -0.065229999999999996 0.087285000000000015 0.071870000000000003 0.086705000000000018 -0.084804999999999978 0.097605000000000011 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 0.41816000000000003 -0.08459499999999999 0.10060500000000001 -0.56368999999999991 0.12445000000000002 0.63636000000000015 0.11854500000000001 0.098150000000000015 0.090705000000000008 -0.50940999999999981 -0.078554999999999986 0.092165000000000011 0.088915000000000008 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 12 -2 -6 7 9 -9 10 -7 -8 13 -4 -15 17 -17 18 -16 -19 21 22 25 24 -22 -21 -27 28 -28 -29
right_child=1 -3 3 -5 5 6 11 8 -10 -11 -12 -13 -14 14 15 16 -18 19 -20 20 23 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=1.4736145785718691e-05 9.0957002800584234e-06 -1.5435872387570271e-05 1.5231394679035693e-05 -1.0332534427805384e-05 -1.5667017195979e-05 2.4059103526343353e-06 1.9183460722160817e-06 1.757806181242062e-05 7.4033355485880743e-07 7.6858721167620099e-06 -1.3122684452225388e-05 -1.1241866303407734e-05 -6.1895838518614401e-06 -8.5621582002204377e-06 -1.1315412737575371e-06 1.2387267702498995e-05 -2.9844866677355159e-08 -7.4811335151834012e-06 1.5225537874192179e-05 -9.5014424368855556e-06 7.0620829577238951e-06 -1.122458352791214e-05 2.0758113580244677e-05 1.6142739284829157e-05 -8.6125119829059422e-06 -1.077207775581527e-05 1.5909186980285132e-07 -1.8174624882703937e-05 2.0887337111237991e-05 -6.6672493659325482e-07
leaf_weight=20 29 32 21 28 22 37 24 23 25 24 28 25 37 26 41 23 34 27 22 30 37 34 23 23 23 23 2115 25 24 216
leaf_count=20 29 32 21 28 22 37 24 23 25 24 28 25 37 26 41 23 34 27 22 30 37 34 23 23 23 23 2115 25 24 216
internal_value=0 -1.78812e-06 1.68654e-07 6.57759e-08 5.46109e-08 -1.20593e-06 5.04526e-07 2.40035e-06 8.80841e-06 -1.05568e-06 -4.28333e-06 -4.79605e-06 1.69611e-07 2.54645e-07 1.40111e-07 2.23294e-07 4.98057e-06 1.21467e-07 4.58045e-06 1.34225e-08 9.20673e-08 -7.93587e-08 7.49319e-08 5.23485e-06 1.05349e-06 -1.20593e-07 -3.47923e-09 1.00587e-07 3.91667e-07 -2.4829e-06
internal_weight=0 269 2852 2832 237 208 186 137 48 89 65 49 2804 2767 2746 2720 57 2663 63 2600 2573 2490 2456 83 60 2433 2403 2380 2139 241
internal_count=3121 269 2852 2832 237 208 186 137 48 89 65 49 2804 2767 2746 2720 57 2663 63 2600 2573 2490 2456 83 60 2433 2403 2380 2139 241
is_linear=0
shrinkage=0.1


Tree=5631
num_leaves=31
num_cat=0
split_feature=11 142 147 147 34 12 9 8 2 43 40 9 483 0 4 2 4 471 1 4 3 1 1 12 12 0 401 1209 1213 131
split_gain=1.25179e-07 1.11571e-07 1.25114e-07 2.36645e-07 1.16008e-07 6.73746e-07 4.9702e-07 6.94796e-07 3.8002e-07 7.69199e-07 2.79378e-07 3.72078e-07 1.19437e-07 1.14829e-07 1.25402e-07 4.58017e-07 1.59133e-07 4.59635e-07 3.24974e-07 2.17484e-07 4.63317e-07 2.75055e-07 3.20845e-07 2.00273e-07 1.04679e-06 1.04687e-06 7.88179e-07 3.51241e-07 5.11003e-07 3.42946e-07
threshold=-0.072629999999999986 -0.057499999999999989 0.099730000000000027 0.093875000000000014 -0.057544999999999992 -0.015429999999999998 0.091600000000000015 0.091215000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.07632499999999999 -0.08619499999999998 -0.47181499999999993 0.14486500000000005 -0.50940999999999981 0.09580000000000001 -0.50052499999999989 -0.085064999999999988 0.099990000000000009 -0.15289999999999995 -0.16726499999999997 0.07863500000000001 0.10684 0.085355000000000014 0.085635000000000003 -0.086409999999999987 0.10022000000000002 0.086665000000000006 -0.090324999999999989 0.088315000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 10 8 -8 9 -6 11 -3 -10 14 15 -14 18 -18 -16 20 -19 -22 -23 26 25 -25 27 28 -21 -30
right_child=1 2 -4 -5 6 -7 7 -9 12 -11 -12 -13 13 -15 16 -17 17 19 -20 23 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-7.6946808370675653e-06 -7.0439241085296093e-06 1.1847727852490117e-05 5.9635242627741219e-06 -9.4659419678814273e-06 -2.4175677826860922e-06 1.9877547583746494e-05 -2.4288241957037829e-05 1.4647098251688561e-06 6.2900932850122145e-06 2.3893629931990291e-05 -1.0241037886192895e-05 -4.3736223952075832e-06 -1.3746671825336826e-05 4.3891281907953707e-06 -2.5726772416116246e-06 4.8754656372693725e-06 -1.5256647839123617e-05 1.5126455963550615e-05 1.3883686540339114e-05 1.2626804850819036e-05 -6.8534801847874863e-06 1.1434336488669318e-05 -3.3675380985153394e-06 2.0586982373060893e-07 6.9013390691290204e-09 3.2561303778493309e-05 -2.0617566588043704e-05 -1.2922102685782497e-05 -1.6853408885035279e-06 6.7215034636529501e-06
leaf_weight=21 22 26 36 26 25 20 20 22 30 20 22 31 28 57 24 25 20 29 24 28 32 32 27 20 1611 20 21 24 726 52
leaf_count=21 22 26 36 26 25 20 20 22 30 20 22 31 28 57 24 25 20 29 24 28 32 32 27 20 1611 20 21 24 726 52
internal_value=0 5.21302e-08 1.02849e-07 3.34922e-08 1.15384e-07 3.48189e-06 1.12817e-09 -1.07986e-05 1.58898e-07 9.2763e-06 -6.68914e-07 3.02559e-06 1.39218e-08 -5.33229e-08 -1.45638e-07 -4.96264e-06 -5.07302e-08 -1.54401e-07 5.6555e-06 -3.9205e-08 4.11943e-06 6.11691e-07 4.6606e-06 -2.3866e-07 4.03671e-07 1.63836e-05 -1.48483e-06 -1.00075e-06 -6.45768e-07 -1.12344e-06
internal_weight=0 3100 3078 3042 3016 99 2917 42 2875 45 79 57 2830 2800 2743 53 2690 2642 48 2622 120 91 59 2502 1651 40 851 830 806 778
internal_count=3121 3100 3078 3042 3016 99 2917 42 2875 45 79 57 2830 2800 2743 53 2690 2642 48 2622 120 91 59 2502 1651 40 851 830 806 778
is_linear=0
shrinkage=0.1


Tree=5632
num_leaves=31
num_cat=0
split_feature=11 142 151 15 52 150 150 147 1 3 51 160 156 51 2 4 150 0 457 34 10 2 43 43 150 1374 457 1452 13 3
split_gain=1.01395e-07 9.0372e-08 1.20646e-07 2.78789e-07 3.79233e-07 2.76722e-07 4.44505e-07 2.18233e-07 1.24068e-07 1.36269e-07 4.86488e-07 3.67243e-07 3.55284e-07 3.08778e-07 2.26691e-07 3.52789e-07 2.10007e-07 8.27768e-07 4.68859e-07 1.83109e-07 3.08012e-07 3.1022e-07 1.84011e-07 8.03828e-07 6.31055e-07 5.54268e-07 4.86167e-07 3.70023e-07 3.61337e-07 1.06565e-06
threshold=-0.072629999999999986 -0.057499999999999989 0.099460000000000007 -0.026084999999999994 -0.020999999999999994 0.12640500000000002 0.12068000000000002 0.094075000000000006 0.15799000000000005 0.11658 -0.066639999999999991 1.0000000180025095e-35 0.3248100000000001 0.090560000000000015 0.10672500000000001 0.42051500000000003 0.10980500000000001 -0.085669999999999982 0.10259500000000001 -0.097449999999999981 0.053330000000000009 -0.080614999999999978 -0.082389999999999977 -0.083134999999999987 0.093625000000000014 0.086765000000000023 0.085230000000000014 0.088500000000000009 -0.083764999999999992 -0.084319999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 7 8 9 12 -11 13 16 14 -12 -16 18 -18 19 -3 21 -21 23 25 -24 26 27 28 29 -23
right_child=1 2 3 4 -6 -7 -8 -9 -10 10 11 -13 -14 -15 15 -17 17 -19 -20 20 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.9252112769477427e-06 -6.3395313490714635e-06 9.6093412344089296e-06 1.0141558003564762e-05 7.5609365177859391e-06 -1.122645523234193e-05 -8.6049151131855727e-06 1.4954753985421122e-05 -7.9691759257163058e-06 -6.1030901946423913e-06 1.7183232228576563e-05 6.0555213073192655e-06 -1.068937842082169e-05 -1.2664894976213955e-05 1.1497989212472249e-05 -1.3465368240007513e-05 3.6957038973923771e-06 -2.0546783914390042e-05 6.5854325093230573e-06 1.3572639257885245e-05 1.0799070123876272e-05 -8.9328832203998319e-06 -1.5700572423800926e-06 -3.0728584052863643e-07 1.8312514706579993e-05 -1.7742777583320968e-05 1.53351762710372e-05 1.5517467741119617e-05 1.2737640818592074e-05 5.5665399773040328e-07 -2.5988466664525083e-05
leaf_weight=21 22 20 38 22 21 37 20 34 32 21 35 23 22 32 23 25 22 23 26 27 38 120 1806 27 21 25 20 21 476 21
leaf_count=21 22 20 38 22 21 37 20 34 32 21 35 23 22 32 23 25 22 23 26 27 38 120 1806 27 21 25 20 21 476 21
internal_value=0 4.69126e-08 9.25597e-08 3.90079e-06 -1.6143e-06 -1.03655e-08 9.70663e-08 -4.00636e-09 8.91856e-08 1.58132e-07 3.00352e-06 8.45741e-07 -8.50387e-09 3.15277e-06 -6.46702e-08 -4.52731e-06 9.48903e-08 -6.67921e-06 2.10009e-07 7.75039e-08 4.23848e-09 1.36692e-07 2.32177e-08 1.38938e-06 -5.07694e-07 7.20383e-07 1.6511e-07 -3.16155e-07 -7.6045e-07 -5.20684e-06
internal_weight=0 3100 3078 81 43 2997 2960 2940 2906 2874 159 138 2715 115 83 48 2693 45 2648 2622 2602 2564 2537 710 1827 683 658 638 617 141
internal_count=3121 3100 3078 81 43 2997 2960 2940 2906 2874 159 138 2715 115 83 48 2693 45 2648 2622 2602 2564 2537 710 1827 683 658 638 617 141
is_linear=0
shrinkage=0.1


Tree=5633
num_leaves=31
num_cat=0
split_feature=448 0 16 1374 1373 402 16 160 42 133 13 0 2 0 3 52 484 12 160 48 0 13 12 0 0 12 1453 0 159 159
split_gain=9.56552e-08 2.16536e-07 9.92151e-08 6.33301e-07 4.93356e-07 4.21584e-07 3.72959e-07 3.43527e-07 5.21057e-07 5.8919e-07 3.97505e-07 7.52945e-07 1.02274e-06 1.05805e-06 9.01501e-07 5.20199e-07 1.51909e-06 4.65586e-07 4.64597e-07 3.55666e-07 3.00591e-07 1.5843e-06 8.1123e-07 7.68328e-07 3.39266e-07 4.20153e-07 3.41957e-07 6.79708e-07 3.09011e-07 4.42795e-07
threshold=0.068920000000000023 -0.26609999999999995 -0.0094449999999999968 0.087110000000000007 1.0000000180025095e-35 0.10874500000000002 -0.0083599999999999976 -0.090484999999999996 0.094165000000000013 0.085355000000000014 -0.090639999999999984 -0.086234999999999992 0.086590000000000014 -0.090809999999999988 -0.011549999999999998 0.093665000000000012 -0.017214999999999998 0.08598500000000002 -0.0071899999999999993 0.081805000000000017 -0.080119999999999983 -0.070304999999999992 0.086655000000000024 -0.078904999999999989 -0.073309999999999986 0.094580000000000011 -0.044999999999999991 -0.068944999999999992 0.10545500000000001 0.089755000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 9 -8 18 12 13 -12 17 20 -17 -14 -9 -20 21 22 -13 -22 25 -25 -26 -28 29 -29
right_child=-2 2 3 -5 -6 -7 7 10 -10 -11 11 15 14 -15 -16 16 -18 -19 19 -21 23 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=9.9301651299687044e-06 -6.8935595481889321e-06 3.9763269408521345e-07 -1.1269443477561125e-05 -1.7582842456352989e-05 1.4733376849021408e-05 9.7408914103726676e-06 2.3437235453689318e-06 -2.9806136581100873e-06 -5.7391734036868643e-06 2.0668150250457986e-05 -6.9353321525620869e-06 6.0677632974331505e-06 1.5643889210795432e-05 -3.6732578816802498e-05 -1.6675309411340322e-05 6.1042577548115728e-06 -2.746358069578911e-05 -2.0435229182641272e-06 1.8093595796623654e-05 1.5650559520429892e-06 -1.958841102393871e-05 2.7034850565542002e-05 -1.4168722486829211e-05 9.4396438343162455e-07 1.0487273929508472e-05 1.8850477463274729e-05 -1.4138157275738195e-05 -2.8088097708430615e-07 -8.8058069817826003e-06 1.5141768562898507e-05
leaf_weight=22 20 1977 35 22 21 37 47 44 34 28 26 52 22 22 32 28 26 46 30 23 21 25 32 38 24 20 40 269 38 20
leaf_count=22 20 1977 35 22 21 37 47 44 34 28 26 52 22 22 32 28 26 46 30 23 21 25 32 38 24 20 40 269 38 20
internal_value=0 4.44574e-08 -2.61777e-08 -7.86498e-07 -4.4435e-07 -7.45325e-07 -1.12496e-06 -7.6523e-07 4.52965e-06 9.18484e-06 -1.42257e-06 -2.17243e-06 -8.5938e-06 -2.05924e-05 -2.83446e-06 -6.71072e-07 -1.0058e-05 3.67888e-06 4.61502e-06 1.09208e-05 2.04396e-07 4.93574e-06 -1.64137e-06 -8.92873e-07 -1.84717e-08 7.11862e-06 -1.07717e-06 -1.83343e-06 -3.28264e-07 7.8643e-07
internal_weight=0 3101 3079 1102 1080 1059 1022 987 109 75 878 781 148 48 100 633 54 68 97 53 579 109 84 470 449 58 391 367 327 289
internal_count=3121 3101 3079 1102 1080 1059 1022 987 109 75 878 781 148 48 100 633 54 68 97 53 579 109 84 470 449 58 391 367 327 289
is_linear=0
shrinkage=0.1


Tree=5634
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 48 132 1 1177 394 0 403 2 403 403 403 1212 403 1212 3 401 402 133 403 401 2 131 131 480 133
split_gain=8.73722e-08 2.57379e-06 1.55667e-06 4.12178e-07 1.00737e-07 1.52721e-07 1.07052e-07 2.0593e-07 8.84568e-08 1.77162e-07 8.7883e-07 9.98122e-08 7.30575e-07 3.06681e-07 2.69242e-07 2.85453e-07 1.07413e-07 3.03554e-07 5.2582e-07 5.30973e-07 1.83299e-07 8.3534e-07 3.25043e-07 1.23549e-07 3.18488e-07 2.56826e-07 1.23518e-07 6.99618e-07 5.44151e-07 2.3195e-07
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.086035000000000014 -0.41127499999999995 0.086455000000000018 -0.083384999999999973 -0.10499499999999999 -0.086729999999999988 -0.5492149999999999 0.083715000000000026 -0.5425549999999999 -0.5335399999999999 -0.52800499999999995 0.10909000000000001 0.022375000000000003 0.13631000000000001 -0.080409999999999995 -1.0000000180025095e-35 -0.45015499999999992 0.50628500000000021 -0.14669999999999997 0.080710000000000018 0.087245000000000003 0.091885000000000008 0.09055500000000001 0.11303500000000001 0.089200000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -8 -4 10 -10 12 -11 -13 -15 -16 20 18 19 -18 21 -17 23 24 25 -22 27 28 29 -25
right_child=2 -3 8 -5 -6 -7 7 -9 9 11 -12 13 -14 14 15 16 17 -19 -20 -21 22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=6.8684019242937213e-06 -2.6644671735001879e-05 3.3572784986577262e-05 6.1027244328215607e-06 -1.5391252254630672e-05 6.2579943178640131e-06 -9.0514931896125609e-06 1.0731422821164005e-06 -9.5176291087346218e-06 -2.1424609260520812e-05 1.9433749639574674e-05 8.2204535482333101e-06 -1.2319714132900118e-05 -4.9300001975893799e-06 1.1668669003483956e-05 -1.1321214320890828e-05 -1.9164346129400659e-05 3.2752647178352596e-06 -5.4769700943358693e-06 -5.0948637299766037e-06 2.5554049252605181e-05 -6.6505024816168857e-06 5.7792713109534061e-06 9.6893588618383675e-06 3.6742438205401805e-07 -1.3800313559920103e-05 5.4836945162458358e-06 2.3711758292126622e-06 -1.5020284280903832e-05 1.2477259424485965e-05 -2.4474813347166806e-06
leaf_weight=20 22 23 24 20 21 21 91 23 20 20 20 20 32 20 22 25 23 27 23 20 33 29 35 1789 23 37 222 31 35 350
leaf_count=20 22 23 24 20 21 21 91 23 20 20 20 20 32 20 22 25 23 27 23 20 33 29 35 1789 23 37 222 31 35 350
internal_value=0 1.92605e-06 -1.45348e-07 -1.7876e-06 -2.41733e-07 -1.12234e-06 1.20287e-07 -1.06359e-06 5.70772e-08 6.27346e-09 -6.60208e-06 1.00142e-07 4.44067e-06 1.84823e-08 1.08411e-07 2.35338e-08 1.15904e-07 3.4554e-06 7.10955e-06 1.36375e-05 -3.13502e-09 -5.7687e-06 1.1872e-07 -1.42052e-08 -3.59115e-06 -2.36713e-07 1.2286e-07 -1.03502e-07 1.09203e-07 -9.31726e-08
internal_weight=0 219 2902 196 176 155 134 114 2880 2856 40 2816 52 2764 2744 2724 2702 93 66 43 2609 54 2555 2520 93 70 2427 2205 2174 2139
internal_count=3121 219 2902 196 176 155 134 114 2880 2856 40 2816 52 2764 2744 2724 2702 93 66 43 2609 54 2555 2520 93 70 2427 2205 2174 2139
is_linear=0
shrinkage=0.1


Tree=5635
num_leaves=31
num_cat=0
split_feature=132 1203 1185 1208 1208 403 3 1210 1212 403 42 1212 1176 1185 402 13 129 129 3 16 159 1212 1212 159 160 403 15 52 41 3
split_gain=8.75787e-08 5.77307e-07 4.86203e-07 8.93421e-08 3.04656e-07 1.14225e-07 8.3336e-07 2.23209e-07 1.50196e-07 3.33292e-07 4.42575e-07 1.46088e-07 2.15804e-07 1.65731e-07 1.25108e-07 1.45995e-07 1.15777e-07 4.08072e-07 4.00091e-07 7.5048e-07 5.94225e-07 2.48546e-07 2.8567e-07 7.84702e-07 3.49074e-07 1.85368e-07 2.05072e-07 3.05547e-07 1.66509e-07 4.30211e-07
threshold=-0.083449999999999983 0.089480000000000018 -0.087384999999999977 0.11846000000000001 0.10683000000000002 -0.53960999999999981 -0.085709999999999995 -0.3960249999999999 0.11006000000000002 0.022375000000000003 0.089015000000000025 0.10083000000000002 0.087330000000000019 0.090595000000000009 0.12389500000000002 -0.07965499999999999 0.085790000000000019 0.080675000000000011 -0.094874999999999987 0.27776000000000006 0.082105000000000025 0.091580000000000009 0.087615000000000012 -0.017094999999999996 -0.57146499999999989 -0.092894999999999991 -0.076244999999999993 0.086965000000000015 0.088520000000000015 -0.098469999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4 -7 11 10 -10 12 13 14 16 -16 17 21 20 25 -18 22 24 -24 -9 -20 -27 -28 -26 -30
right_child=2 -3 3 -5 -6 7 -8 8 9 -11 -12 -13 -14 -15 15 -17 18 -19 19 -21 -22 -23 23 -25 28 26 27 -29 29 -31
leaf_value=-2.9122705255962947e-07 1.4954157197941888e-05 -1.812680460716365e-05 -1.1208357570715386e-05 6.1072865643533694e-06 -1.1482278284308015e-05 -1.0053356692713516e-05 1.3132599535590719e-05 1.2601776382904394e-05 -1.0634000388493475e-06 -4.9292729744155188e-06 1.6628050076589364e-05 -7.1304476693575423e-06 1.0102825057769916e-05 -7.7272348140208385e-06 -1.1307465510548181e-05 2.2497946808332771e-07 1.7806774985729137e-05 -1.2804134633597641e-05 -5.7383666816432111e-06 -1.8307168988940248e-05 -3.9161283464750345e-06 8.2849726071445832e-06 -2.2698033626511462e-05 4.1219161933743946e-06 7.1734474240865794e-08 -1.1731595941455455e-06 2.5341008459259972e-06 1.7137309694827189e-05 2.1185438451912628e-06 -1.7084377145692996e-05
leaf_weight=196 22 20 22 24 23 22 39 22 26 27 31 29 21 28 21 23 34 25 22 20 20 36 20 24 2175 40 38 23 28 20
leaf_count=196 22 20 22 24 23 22 39 22 26 27 31 29 21 28 21 23 34 25 22 20 20 36 20 24 2175 40 38 23 28 20
internal_value=0 -1.94267e-06 1.44445e-07 3.14327e-08 -1.95713e-08 7.33914e-08 4.35389e-06 -2.07025e-08 5.94713e-08 4.22299e-06 8.55827e-06 -7.15648e-08 5.97599e-09 -7.49839e-08 7.71126e-09 -5.27914e-06 9.90428e-08 -9.61642e-08 2.42765e-06 -3.41677e-07 9.76126e-06 4.04807e-08 -8.91837e-08 -8.06897e-06 6.7213e-08 2.57954e-06 4.39136e-06 8.04023e-06 -5.68357e-08 -5.88267e-06
internal_weight=0 216 2905 2883 2859 2836 61 2775 2753 84 57 2669 2640 2619 2591 44 2547 2350 197 143 54 2325 2289 44 2245 123 101 61 2223 48
internal_count=3121 216 2905 2883 2859 2836 61 2775 2753 84 57 2669 2640 2619 2591 44 2547 2350 197 143 54 2325 2289 44 2245 123 101 61 2223 48
is_linear=0
shrinkage=0.1


Tree=5636
num_leaves=31
num_cat=0
split_feature=130 12 132 50 1185 1203 33 3 34 97 33 124 44 158 16 124 15 3 15 16 49 43 13 484 0 0 12 12 2 472
split_gain=8.95567e-08 2.52196e-07 8.94795e-08 2.67368e-06 1.39751e-06 4.82182e-07 9.46352e-08 2.83021e-07 2.10688e-07 9.17654e-07 4.25875e-07 2.84497e-07 1.19927e-07 3.56346e-07 1.21532e-07 3.10022e-07 4.16157e-07 5.83891e-07 2.54579e-07 2.80076e-07 4.92931e-07 4.89925e-07 4.77796e-07 4.43321e-07 4.45916e-07 4.75139e-07 3.75828e-07 9.7923e-07 8.37962e-07 8.5024e-07
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.085305000000000006 -0.0049599999999999991 -0.057544999999999992 -0.063039999999999985 -1.0000000180025095e-35 -0.086844999999999992 0.099360000000000018 -0.47356499999999996 0.061255000000000011 -1.0000000180025095e-35 -0.089964999999999976 -0.081574999999999995 -0.081924999999999984 0.26676500000000009 -0.0083799999999999986 -0.014584999999999999 -0.077799999999999994 0.073690000000000019 -0.068944999999999992 -0.073309999999999986 0.10149500000000002 0.098330000000000015 0.11448000000000001 -0.076444999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 8 -8 9 11 -10 -6 13 -12 -15 -16 17 -17 -18 20 -20 -22 -21 24 25 -24 27 28 29 -26
right_child=1 -3 4 -5 6 -7 7 -9 10 -11 12 -13 -14 14 15 16 18 -19 19 22 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-6.6701896594167927e-06 5.7459932800893565e-08 1.0711715503930463e-05 -2.5289056690202088e-05 3.6768218130873726e-05 7.0201628295762931e-06 -1.6314124304699363e-05 -1.2982736849326537e-05 3.0741918101778971e-06 -1.4594205815683382e-05 2.2429145875238729e-05 1.1773809643937757e-05 -8.4830920110138762e-06 -6.1319941404426283e-06 3.6444961439926564e-07 9.1746278571833877e-06 -6.1106809046881001e-07 9.7941670814872782e-06 -2.3746179713270977e-05 4.6384781897012587e-06 1.3036672160322068e-05 -4.0802124327337479e-06 -1.8128284471137757e-05 -2.4293253114740579e-06 1.3466400273500768e-05 -2.1510732040042058e-05 -1.9553661751650419e-05 -7.5309436599329478e-06 2.2374722067814384e-05 1.8311120619500798e-05 5.4603385813286023e-07
leaf_weight=20 179 22 22 20 20 20 21 23 20 22 26 29 31 2076 27 24 21 20 42 27 92 34 43 20 22 26 45 22 20 85
leaf_count=20 179 22 22 20 20 20 21 23 20 22 26 29 31 2076 27 24 21 20 42 27 92 34 43 20 22 26 45 22 20 85
internal_value=0 4.30186e-08 -3.32111e-08 1.91492e-06 -1.82386e-07 -1.58793e-06 1.22392e-08 -4.58934e-06 8.47051e-08 5.46246e-06 -5.55155e-08 -2.15523e-06 5.20589e-08 1.23805e-07 9.33033e-09 -1.28405e-06 -1.8041e-06 -1.1127e-05 -9.82034e-07 -1.45547e-06 -4.7436e-06 -7.87096e-06 3.26492e-07 -8.8614e-07 -1.97759e-06 -8.88197e-06 4.78096e-07 2.89693e-06 -4.77172e-07 -3.989e-06
internal_weight=0 3101 3079 219 2860 199 2838 44 2794 71 2723 49 2703 2672 2646 570 543 44 499 478 168 126 310 283 263 69 194 149 127 107
internal_count=3121 3101 3079 219 2860 199 2838 44 2794 71 2723 49 2703 2672 2646 570 543 44 499 478 168 126 310 283 263 69 194 149 127 107
is_linear=0
shrinkage=0.1


Tree=5637
num_leaves=31
num_cat=0
split_feature=156 1425 1426 15 15 15 51 484 12 401 121 9 129 15 15 47 1 13 2 4 45 131 1 13 1 2 52 16 132 15
split_gain=8.81366e-08 1.49732e-07 1.24478e-07 9.73542e-08 5.15744e-07 4.2926e-07 2.54372e-07 3.11217e-07 3.13851e-07 2.83417e-07 2.43698e-07 2.72276e-07 2.35269e-07 3.31545e-07 3.36263e-07 2.94995e-07 3.18469e-07 6.52626e-07 3.3649e-07 3.18665e-07 2.24002e-07 1.98959e-07 3.8543e-07 4.61944e-07 4.131e-07 2.10019e-07 2.06767e-07 2.84028e-07 1.83488e-07 2.27956e-06
threshold=0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 -0.10203999999999998 -0.099734999999999976 -0.10653 -0.10316499999999999 -0.088124999999999981 0.11527000000000001 0.094270000000000007 -0.082399999999999987 0.089995000000000006 0.086915000000000006 -0.11713499999999999 -0.13578499999999996 0.085770000000000027 0.099660000000000012 -0.008624999999999999 0.085515000000000022 0.23246000000000003 0.094030000000000016 0.09172000000000001 0.13756000000000004 -0.085669999999999982 0.13210500000000003 0.12595500000000001 -0.012859999999999998 -0.5048999999999999 -0.083284999999999984 0.091915000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -8 9 12 -6 20 13 14 15 21 17 18 -17 -18 28 22 24 -24 25 26 -9 -28 29 -12
right_child=-2 -3 -4 4 10 -7 7 8 -10 -11 11 -13 -14 -15 -16 16 19 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-8.843063863293668e-06 6.4565742788891798e-06 -7.7515103348559927e-06 6.7789592405999977e-06 -1.4894263953616852e-05 -9.987336197809783e-06 1.1721049572265152e-05 1.2580466541707708e-05 -1.4977039100472213e-06 1.1080040288920128e-05 1.0333923669255303e-05 -1.916375173079489e-06 1.1273786531958086e-05 -1.0672587054811984e-05 -1.2187887954760093e-05 1.0983188337831963e-05 -1.0849133550869911e-05 1.0907843265851538e-05 -2.2664072398386099e-05 6.8478495450108314e-06 -5.0464850317204713e-06 -1.0701338875946931e-05 -4.9546654404489471e-06 4.9810798373073341e-07 2.1496824846939882e-05 -1.2004123643485152e-05 -5.252934814961919e-06 1.3310232467726263e-06 1.4775177910588824e-05 -3.1179238648989176e-07 3.0326169857849334e-05
leaf_weight=28 21 25 27 24 25 36 22 32 26 24 140 21 23 22 28 21 21 23 22 31 20 37 20 22 22 25 30 33 2244 26
leaf_count=28 21 25 27 24 25 36 22 32 26 24 140 21 23 22 28 21 21 23 22 31 20 37 20 22 22 25 30 33 2244 26
internal_value=0 -4.37412e-08 1.89236e-08 -4.09587e-08 -3.05559e-07 1.16616e-06 4.24018e-07 9.60131e-07 4.06781e-07 -2.29697e-07 -1.6415e-07 -6.39541e-08 -8.45054e-07 -2.63992e-07 4.50792e-07 -4.1914e-07 -4.45618e-06 -9.06747e-06 -1.79486e-06 1.39661e-06 -1.61935e-07 1.73638e-06 3.08187e-06 1.14974e-05 5.92753e-07 2.90218e-06 5.04826e-06 8.3732e-06 -7.44706e-08 3.13366e-06
internal_weight=0 3100 3075 3048 2500 548 512 484 462 436 2476 2451 412 389 367 339 118 66 43 52 2430 221 184 42 142 120 95 63 2410 166
internal_count=3121 3100 3075 3048 2500 548 512 484 462 436 2476 2451 412 389 367 339 118 66 43 52 2430 221 184 42 142 120 95 63 2410 166
is_linear=0
shrinkage=0.1


Tree=5638
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1213 1208 1208 1208 403 1213 1210 1210 42 12 1210 1212 401 2 1213 133 1210 402 2 403 131 131 480 4 15 0
split_gain=1.06258e-07 6.07905e-07 2.87066e-07 1.77876e-07 1.19897e-07 9.22962e-08 1.69791e-07 2.1503e-07 1.5376e-07 1.15994e-06 1.75042e-07 1.62309e-07 1.36666e-06 7.9862e-07 2.98376e-07 1.58736e-07 1.53676e-07 6.68362e-07 3.09749e-07 3.02263e-07 2.62684e-07 1.41802e-07 5.30279e-07 9.14294e-08 8.81036e-08 5.79862e-07 4.8615e-07 2.69454e-07 7.13004e-07 1.93728e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.087020000000000014 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.5335399999999999 0.04198000000000001 -0.3960249999999999 -0.077744999999999995 0.087075000000000014 0.086420000000000011 -0.064799999999999983 0.087505000000000013 -0.078179999999999986 0.096540000000000015 -1.0000000180025095e-35 0.51114000000000004 0.014175000000000002 -1.0000000180025095e-35 0.080205000000000012 -0.088034999999999988 0.091885000000000008 0.09055500000000001 0.11303500000000001 -0.067104999999999984 0.083195000000000005 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 23 6 7 8 9 -3 -10 12 13 -12 -13 -15 17 18 -16 20 21 22 -18 -1 25 26 -23 -26 29 -29
right_child=1 5 -4 -5 -6 -7 -8 -9 10 -11 11 14 -14 15 16 -17 19 -19 -20 -21 -22 24 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-5.7298120375056297e-06 1.7113801905430765e-05 -7.6856861369378752e-06 -1.2202854977658718e-05 -9.526579251108896e-06 7.115967207482754e-06 -5.7814247459949314e-06 7.3360862629101575e-06 -1.0070635735679564e-05 -9.3338227304684562e-06 2.3404809031663245e-05 -1.9401489407755437e-05 -1.2257011792371487e-05 2.4154302052920686e-05 1.0250242171526803e-05 4.908562053805731e-06 -1.3965124162496069e-06 7.0911637908466223e-06 2.0150641776126578e-05 -9.7578534469751815e-06 -9.9461737386447233e-06 1.062691563160827e-05 -1.8309488783514595e-07 -1.4074705541133881e-05 4.2240745035688896e-07 -6.411072286027775e-06 -1.3764138595668613e-05 1.153386077450907e-05 -8.1247150694707672e-06 1.9961311250960495e-05 2.4695765795340343e-06
leaf_weight=30 21 28 25 21 22 27 32 21 20 21 21 20 25 22 36 25 20 20 24 31 23 2165 29 124 32 31 36 20 23 126
leaf_count=30 21 28 25 21 22 27 32 21 20 21 21 20 25 22 36 25 20 20 24 31 23 2165 29 124 32 31 36 20 23 126
internal_value=0 1.6147e-07 -2.10853e-06 -8.27527e-07 2.10429e-07 3.77736e-08 9.28835e-08 1.0662e-08 8.63257e-08 5.63881e-06 -1.26455e-08 5.56666e-08 4.16149e-06 -3.18881e-06 -8.91899e-08 4.05516e-06 3.83621e-09 4.31916e-06 -9.58004e-07 -1.32294e-07 -1.08446e-08 -1.09422e-07 -5.43558e-06 -7.76077e-07 -2.15436e-09 -1.82737e-07 8.55e-09 2.00313e-06 3.59635e-06 1.0183e-06
internal_weight=0 2899 222 197 176 2878 2851 2819 2798 49 2749 2729 93 68 2636 47 2616 80 60 2536 2505 2482 49 154 2433 2232 2201 201 169 146
internal_count=3121 2899 222 197 176 2878 2851 2819 2798 49 2749 2729 93 68 2636 47 2616 80 60 2536 2505 2482 49 154 2433 2232 2201 201 169 146
is_linear=0
shrinkage=0.1


Tree=5639
num_leaves=31
num_cat=0
split_feature=1429 156 11 52 3 3 1204 4 2 2 2 480 2 2 13 0 4 403 475 2 50 0 0 0 4 33 52 151 16 0
split_gain=9.14189e-08 3.2316e-07 1.17123e-07 3.9761e-07 3.25242e-07 7.68963e-07 2.10051e-07 1.7988e-07 1.41662e-07 1.48509e-06 1.16426e-06 7.4621e-07 3.97276e-07 1.88257e-06 1.34046e-06 1.41074e-06 4.41288e-07 8.59465e-07 5.86782e-07 8.2791e-07 4.03702e-07 4.78857e-07 2.77202e-07 5.19482e-07 1.84917e-06 1.57298e-06 4.3652e-07 6.38769e-07 1.71813e-06 3.67864e-07
threshold=-0.23752499999999996 0.32523500000000005 0.092630000000000018 -0.24456499999999998 -0.16726499999999997 -0.24190499999999995 -0.13353999999999996 -0.35136499999999998 0.093175000000000022 0.092635000000000009 0.093680000000000013 0.11144000000000001 0.095195000000000016 0.09580000000000001 -0.067149999999999987 -0.078904999999999989 -0.072334999999999997 -0.44023999999999991 -0.024084999999999999 0.097845000000000015 0.091320000000000012 -0.026509999999999995 -0.14226499999999997 -0.10224499999999999 0.053925000000000008 -0.0066799999999999993 -0.089199999999999988 -0.0096649999999999982 -0.095964999999999981 -0.097274999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -6 -2 9 11 -10 22 14 -14 -12 -16 18 -18 -15 -20 21 -21 26 24 -24 -25 -8 -28 -29 -27
right_child=1 -3 3 -5 6 -7 8 -9 10 -11 12 -13 13 16 15 -17 17 -19 19 20 -22 -23 23 25 -26 29 27 28 -30 -31
leaf_value=-6.4234881309940562e-06 -7.3031387357871249e-06 1.2715928751276806e-05 -1.5265046981353819e-05 4.51195268169613e-07 -1.0341971058096534e-05 1.687849911754232e-05 -8.1576013924080018e-06 3.4945011672486239e-06 -2.1111846682434329e-05 2.3319689820969611e-05 -7.1619376644536575e-06 -1.9096398036708707e-05 -3.0618262724688281e-05 -8.0255743619596218e-06 8.0659643853799767e-07 3.7916600431344707e-05 -2.0276702201479804e-05 -6.5015453616153985e-07 2.6795611834131709e-05 2.1571625505885099e-05 -5.1339321563167084e-06 1.8467255316068076e-06 -2.8186508179401403e-05 2.3093057413158629e-05 2.4857337538207026e-06 -8.3771966140321803e-06 -3.9489458572461446e-06 -1.1471872710444586e-07 3.2183159398105738e-05 2.5799165495758018e-07
leaf_weight=22 27 20 22 60 20 38 21 36 28 28 38 20 21 27 21 20 23 746 20 20 30 32 29 30 61 51 32 40 28 1510
leaf_count=22 27 20 22 60 20 38 21 36 28 28 38 20 21 27 21 20 23 746 20 20 30 32 29 30 61 51 32 40 28 1510
internal_value=0 4.55967e-08 -3.67049e-08 -3.76536e-06 6.53136e-08 5.64357e-06 -1.29232e-07 -1.13306e-06 -5.82114e-08 4.64449e-07 -1.00063e-06 1.13216e-07 -4.36387e-07 -1.02136e-06 6.36857e-06 1.8909e-05 -3.29229e-07 -1.23716e-06 5.08319e-06 8.55316e-06 4.10378e-06 9.43323e-06 3.26419e-07 -6.33961e-09 -7.39754e-06 4.11768e-07 4.94929e-06 7.70173e-06 1.31844e-05 -2.41317e-08
internal_weight=0 3099 3079 82 2997 101 2896 63 2876 1850 1026 1822 998 919 79 41 898 769 129 102 82 52 1802 1681 90 1591 121 100 68 1561
internal_count=3121 3099 3079 82 2997 101 2896 63 2876 1850 1026 1822 998 919 79 41 898 769 129 102 82 52 1802 1681 90 1591 121 100 68 1561
is_linear=0
shrinkage=0.1


Tree=5640
num_leaves=31
num_cat=0
split_feature=33 34 9 4 2 2 15 124 49 1 39 52 12 0 45 131 3 13 40 132 1186 1185 52 2 15 0 13 13 4 447
split_gain=1.1413e-07 1.4998e-07 1.44732e-07 2.45074e-07 1.04163e-07 1.18425e-07 1.70219e-06 9.17319e-08 1.88711e-07 2.38839e-07 2.57436e-07 2.52904e-07 1.27751e-07 6.00967e-07 3.73373e-07 1.6067e-07 1.78329e-07 2.40047e-07 3.24309e-07 1.21019e-07 2.93035e-06 1.2962e-06 2.58237e-07 1.78719e-07 1.86639e-07 1.09728e-07 1.52567e-07 2.93903e-07 2.4379e-07 1.641e-07
threshold=-0.009184999999999997 -0.112215 0.088235000000000022 0.42642000000000008 -0.055814999999999997 -0.0050599999999999994 -0.10203999999999998 -0.082135 -0.080604999999999982 0.10684 0.088780000000000012 -0.080979999999999983 -0.010834999999999999 -0.14649999999999996 0.084355000000000013 0.10156500000000002 -0.023499999999999997 -0.11122999999999998 -0.065969999999999987 -0.083284999999999984 1.0000000180025095e-35 -0.083264999999999992 0.10347000000000002 0.097385000000000013 0.087825000000000014 0.14486500000000005 -0.42195999999999995 -0.40078499999999995 -0.51843499999999987 0.088380000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 -6 8 -7 11 -11 -10 13 -9 19 16 -15 -18 -19 20 22 -21 23 24 -14 26 -23 -28 -29 -30
right_child=1 2 3 -5 5 7 -8 12 9 10 -12 -13 14 15 -16 -17 17 18 -20 21 -22 25 -24 -25 -26 -27 27 28 29 -31
leaf_value=-6.037410115265718e-06 -8.1666652352975113e-06 -6.2727995782552172e-06 1.369137843258137e-05 -2.9998698209965373e-07 2.3826605152302924e-05 1.0815239552950675e-05 -9.9525266260310952e-06 -1.4897630615340666e-05 5.3690186632593397e-06 1.3310598861456433e-05 -1.1890370878973045e-06 -8.6560752745552029e-06 -2.4098475430372147e-07 6.2583892977272639e-06 1.0623895211596612e-05 7.8849198664763446e-06 3.2601390294554513e-06 -7.9986316904978603e-07 -1.4688986397984615e-05 -2.443542627539521e-05 3.8559578188142046e-05 -6.8987062825203114e-06 -1.151212973127258e-05 6.420512520508641e-06 -1.0658362494030458e-05 4.6826111429254528e-06 1.1452103731037575e-05 -8.5660798042815309e-06 9.5818559257786835e-08 -5.6983503163792193e-06
leaf_weight=31 22 26 21 31 26 23 35 33 20 24 25 36 95 25 33 22 38 40 29 22 20 33 24 31 21 48 22 34 2181 50
leaf_count=31 22 26 21 31 26 23 35 33 20 24 25 36 95 25 33 22 38 40 29 22 20 33 24 31 21 48 22 34 2181 50
internal_value=0 6.05718e-08 1.19568e-07 5.35037e-06 2.93813e-08 8.41829e-08 4.44514e-06 -6.63925e-09 2.61125e-06 8.14192e-07 5.91283e-06 -3.64711e-06 -1.26272e-07 -2.65125e-06 5.43599e-08 -2.70252e-08 -1.34568e-06 -3.12234e-06 -6.63732e-06 -8.07795e-08 2.34145e-06 -2.74355e-07 -1.89459e-06 -3.24376e-07 -2.12689e-06 -4.98858e-08 -1.478e-07 -5.03881e-08 -1.62112e-07 -3.40373e-08
internal_weight=0 3090 3068 52 3016 2990 61 2929 128 105 49 56 2801 187 2614 154 132 107 69 2581 191 2390 171 147 116 2368 2320 2287 2265 2231
internal_count=3121 3090 3068 52 3016 2990 61 2929 128 105 49 56 2801 187 2614 154 132 107 69 2581 191 2390 171 147 116 2368 2320 2287 2265 2231
is_linear=0
shrinkage=0.1


Tree=5641
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 33 47 47 47 2 47 0 49 131 43 12 1 484 34 131 131 131 1 131 0 130 42 16 4 13 12
split_gain=9.51947e-08 6.57248e-07 2.44767e-07 1.54918e-07 9.33498e-08 1.54188e-07 1.10182e-06 8.25437e-07 1.74162e-07 3.43519e-07 3.01589e-07 1.56842e-07 1.42719e-07 1.79854e-07 3.27132e-07 1.61029e-07 1.1963e-07 1.09922e-07 1.11965e-07 8.15606e-07 3.22117e-07 3.65836e-07 3.08596e-07 5.15348e-07 3.4413e-07 5.50435e-07 2.82361e-07 2.60849e-07 3.37732e-07 2.25683e-07
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.090100000000000013 0.10402500000000002 0.11768500000000003 -0.10151999999999999 0.15021500000000002 0.096490000000000006 -0.078139999999999973 0.094070000000000015 0.090740000000000015 -0.075319999999999984 -0.10561499999999999 0.091015000000000013 0.090150000000000022 0.088315000000000018 0.093700000000000019 0.099565000000000015 -0.082619999999999985 0.08610000000000001 -0.090684999999999988 -0.0064149999999999997 -0.067104999999999984 -0.01163 0.096075000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 7 -7 17 10 -10 -8 -11 13 15 -15 16 -12 -6 19 20 -19 -22 23 -20 25 -24 -25 28 -27 -29
right_child=1 4 -4 -5 5 6 8 -9 9 11 12 -13 -14 14 -16 -17 -18 18 22 -21 21 -23 24 26 -26 27 -28 29 -30 -31
leaf_value=2.0502013887901063e-07 1.7779746173930888e-05 -5.4336694347512098e-06 -1.2007356287891858e-05 -7.9394060978504272e-06 -7.1591534660477747e-06 2.2784543760086726e-05 1.0205127324986059e-05 -1.5417951784521783e-05 -1.3184853441998712e-05 4.6103967980869991e-06 -4.6011497239478993e-06 -6.3301365003098908e-06 -6.3123138768820099e-06 -1.2159726583586935e-06 1.5352574880787208e-05 -9.1450783588697956e-06 4.9984131314485079e-06 -9.5488998561031328e-08 1.9589788157266717e-05 -1.9281656008471063e-05 -6.0293165006441994e-07 1.852391670126963e-05 1.7006164974494219e-05 -5.1482668157876575e-06 -9.022088496359564e-06 -1.3694251406882864e-05 1.0113595775154947e-05 6.4008653060615625e-06 2.6093615739834305e-06 -5.4942568071551669e-06
leaf_weight=173 21 31 22 27 21 24 37 35 25 38 21 20 28 26 22 20 34 2174 24 22 20 20 21 27 35 27 22 58 24 22
leaf_count=173 21 31 22 27 21 24 37 35 25 38 21 20 28 26 22 20 34 2174 24 22 20 20 21 27 35 27 22 58 24 22
internal_value=0 1.52832e-07 -1.99575e-06 -8.94477e-07 2.42134e-08 8.36424e-08 2.24816e-06 -1.66566e-07 4.29438e-07 -3.38589e-06 2.11386e-06 8.37799e-07 1.31238e-07 1.59806e-06 6.37794e-06 -1.46106e-06 1.33313e-06 4.55112e-08 1.06127e-07 -1.22258e-07 6.8124e-08 8.96049e-06 2.07024e-06 7.58426e-06 -8.22845e-08 1.97622e-06 1.704e-06 -4.33157e-07 -6.02196e-06 3.12971e-06
internal_weight=0 2899 222 200 2878 2847 295 2552 271 83 188 58 151 123 48 75 55 2517 2496 2236 2214 40 260 73 187 152 49 131 51 80
internal_count=3121 2899 222 200 2878 2847 295 2552 271 83 188 58 151 123 48 75 55 2517 2496 2236 2214 40 260 73 187 152 49 131 51 80
is_linear=0
shrinkage=0.1


Tree=5642
num_leaves=31
num_cat=0
split_feature=10 0 15 2 9 33 0 45 3 3 47 47 1 51 51 51 97 1 48 159 48 448 0 0 2 13 2 15 39 1
split_gain=9.4419e-08 1.19776e-06 1.24173e-06 5.00154e-07 1.37572e-07 6.76169e-07 3.10796e-07 1.13452e-07 1.22965e-07 4.7805e-07 3.78985e-07 8.05298e-07 7.31157e-07 3.44857e-07 4.96684e-07 4.2264e-07 5.0261e-07 4.09971e-07 2.87697e-07 4.11434e-07 5.46513e-07 5.63726e-07 5.14566e-07 4.86598e-07 4.1194e-07 5.57011e-07 8.61121e-07 4.3004e-07 3.39835e-07 3.28127e-07
threshold=-0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.013254999999999998 0.092235000000000011 -0.012019999999999998 -0.0058249999999999994 0.094030000000000016 -0.03694999999999999 -0.045649999999999989 0.092165000000000011 0.080455000000000013 0.10587000000000001 0.093135000000000009 0.10302500000000002 0.088210000000000011 -0.079444999999999988 0.11212500000000002 0.086035000000000014 0.10545500000000001 -0.072824999999999987 -0.05294999999999999 -0.23051499999999997 -0.050064999999999991 0.10584500000000001 -0.085669999999999982 0.096540000000000015 -0.033689999999999991 0.085060000000000011 0.10325000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 -6 8 9 -7 11 13 -12 15 -15 16 -10 -16 19 20 21 -18 -22 -21 25 -24 27 -27 -20 -26
right_child=4 2 3 -5 6 7 -8 -9 10 -11 12 -13 -14 14 17 -17 18 -19 28 23 22 -23 24 -25 29 26 -28 -29 -30 -31
leaf_value=-2.2225968725251733e-05 1.8070802629413915e-05 1.7010649409914751e-05 -1.8941359524303283e-05 2.8851524270497694e-07 -1.4595170509892342e-05 -7.2892911716980711e-08 2.6288959224468105e-06 -5.5164361855178062e-06 -1.2292262706144661e-05 -1.5231188589972417e-05 -2.1648509555234345e-05 2.1026546181184876e-05 4.762215366546594e-07 -1.6993950181210455e-05 8.059142363626669e-06 1.4449185196748919e-05 4.7829877270747344e-06 -9.5617903990268654e-06 -1.322739333120452e-05 2.8280692596446307e-06 2.2271177485457711e-05 -1.7198673340317328e-05 -3.1705984191051707e-07 -1.6532000324787079e-05 -6.9976318684439322e-06 1.788229576959566e-05 2.9355507861813143e-05 -1.6220734183801914e-06 1.7149356568148102e-06 5.0974031393404108e-06
leaf_weight=25 21 36 21 38 20 2243 22 36 24 21 20 22 59 23 31 28 28 23 23 37 21 20 34 20 32 20 27 26 45 75
leaf_count=25 21 36 21 38 20 2243 22 36 24 21 20 22 59 23 31 28 28 23 23 37 21 20 34 20 32 20 27 26 45 75
internal_value=0 -2.75059e-06 2.37451e-06 -6.55602e-06 1.09982e-07 1.90647e-07 -5.57304e-06 6.28444e-08 1.32057e-07 -2.13495e-07 1.35828e-06 2.27452e-06 -5.12498e-06 1.50628e-06 -4.68764e-06 2.54309e-06 1.7714e-06 5.5393e-07 2.59867e-06 3.78622e-06 5.34741e-06 -4.37604e-06 7.33347e-06 -3.96494e-06 5.86762e-06 1.02551e-05 1.51791e-05 6.85809e-06 -3.33909e-06 1.4802e-06
internal_weight=0 120 95 59 3001 2959 42 2938 2902 2264 638 559 79 537 77 460 432 54 408 340 283 48 235 57 214 107 73 46 68 107
internal_count=3121 120 95 59 3001 2959 42 2938 2902 2264 638 559 79 537 77 460 432 54 408 340 283 48 235 57 214 107 73 46 68 107
is_linear=0
shrinkage=0.1


Tree=5643
num_leaves=31
num_cat=0
split_feature=33 47 47 9 16 47 47 1456 50 46 132 1203 1185 1 0 130 130 39 39 51 403 13 52 52 15 51 2 1209 159 12
split_gain=1.05739e-07 1.2068e-07 1.11043e-06 7.09407e-07 1.66767e-06 4.06049e-07 2.21375e-07 1.53107e-07 1.92022e-07 1.37677e-07 1.32691e-07 3.31514e-06 1.30972e-06 4.42107e-07 1.82022e-07 1.87592e-07 1.14287e-07 2.3986e-07 1.51444e-07 1.27273e-07 4.48614e-07 8.58955e-07 1.07041e-06 3.95077e-07 1.59422e-06 3.62964e-07 1.38672e-06 3.03356e-07 2.8737e-07 3.2631e-07
threshold=-0.009184999999999997 0.094160000000000008 0.096475000000000019 0.087755000000000014 -0.39185999999999993 0.091340000000000018 0.089100000000000013 -0.079429999999999987 -1.0000000180025095e-35 0.10123000000000001 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.088135000000000005 -0.073309999999999986 0.10923000000000001 -0.22699999999999995 0.12768500000000002 0.11124500000000002 0.094075000000000006 -0.0031149999999999997 -0.090799999999999978 -0.0041199999999999995 -0.078224999999999975 -0.074054999999999996 0.090230000000000019 0.094400000000000026 0.11495000000000001 -1.0000000180025095e-35 0.093535000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 10 -4 -9 -10 11 13 -12 14 15 -2 -14 18 19 25 -21 22 -22 24 -23 27 -27 -18 -25 -30
right_child=1 2 7 4 -6 -7 -8 8 9 -11 12 -13 16 -15 -16 -17 17 -19 -20 20 21 23 -24 28 -26 26 -28 -29 29 -31
leaf_value=-5.8112483935885041e-06 6.7365473858609972e-07 2.4124032574945889e-05 -7.6929345844043631e-06 2.873206006584309e-06 -3.1991733442776862e-05 1.4273608660460016e-05 -8.8732485892251134e-06 1.0167301089885379e-05 -4.6852267681800696e-07 7.9810031344268716e-06 -2.5616110178816598e-05 4.1113124873390915e-05 -6.7887451043209993e-06 -1.4224397309590133e-05 9.0371853548276711e-06 -9.180895445600376e-06 -9.116719642685133e-08 9.6993199664351643e-06 -7.6999503362458211e-06 -1.0662704630703958e-05 2.2468443967227359e-06 2.9455403055180799e-05 3.3285024546785283e-05 2.2490185881960954e-06 -9.1483015674621924e-06 -2.5315553913666617e-05 1.0337754411011701e-05 9.1682871698139947e-06 -1.3128394555285532e-05 1.8433903960612952e-06
leaf_weight=31 99 21 22 34 23 20 28 21 236 21 20 20 24 25 20 24 2061 26 25 24 25 20 20 67 23 24 20 36 37 24
leaf_count=31 99 21 22 34 23 20 28 21 236 21 20 20 24 25 20 24 2061 26 25 24 25 20 20 67 23 24 20 36 37 24
internal_value=0 5.83058e-08 1.89378e-06 -1.54474e-07 -1.11951e-05 7.75747e-08 -2.78936e-08 3.37662e-07 9.73176e-07 2.21906e-07 6.50756e-08 2.62631e-06 -1.29396e-07 -1.95545e-06 1.89469e-07 -1.24918e-06 7.81503e-08 1.45916e-07 4.26786e-08 1.23975e-07 2.30766e-06 3.74881e-06 1.60416e-05 5.13872e-07 8.80691e-06 -1.20811e-07 -9.1095e-06 6.77934e-08 -2.27207e-06 -7.23786e-06
internal_weight=0 3090 321 2769 57 2712 2692 300 278 257 2664 188 2476 168 143 123 2456 2432 2406 2381 240 216 45 171 43 2141 44 2097 128 61
internal_count=3121 3090 321 2769 57 2712 2692 300 278 257 2664 188 2476 168 143 123 2456 2432 2406 2381 240 216 45 171 43 2141 44 2097 128 61
is_linear=0
shrinkage=0.1


Tree=5644
num_leaves=31
num_cat=0
split_feature=1429 156 1425 52 3 1 1429 1429 157 151 157 151 52 2 1429 1429 39 33 15 154 157 45 2 484 158 0 160 150 2 52
split_gain=1.01852e-07 2.70984e-07 9.94801e-08 1.17891e-07 2.80458e-07 2.69123e-07 1.1043e-07 1.09509e-06 4.88693e-07 4.06668e-07 1.61327e-07 2.50362e-07 2.07591e-07 3.57633e-07 6.74294e-07 3.62391e-07 1.33261e-07 3.96245e-07 3.43452e-07 1.57136e-07 2.14617e-07 1.57049e-07 1.53959e-07 7.69395e-07 7.32355e-07 3.53658e-07 4.46058e-07 5.57062e-07 4.40865e-07 2.09886e-06
threshold=-0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.55692499999999978 -0.085784999999999986 0.10325000000000002 0.083715000000000026 0.083985000000000018 -0.086844999999999992 -0.54526999999999981 -0.084489999999999996 -0.083804999999999977 -0.0087299999999999982 0.09142500000000002 0.092495000000000008 0.08759500000000002 -1.0000000180025095e-35 -0.012019999999999998 -0.033689999999999991 0.084190000000000001 0.26651500000000006 0.094030000000000016 0.11411 0.090535000000000018 0.107145 -0.23091999999999999 0.087570000000000023 0.11235000000000002 0.12198500000000001 -0.026204999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 9 -8 -9 -5 -10 -12 13 15 -15 -13 18 -18 -11 20 21 22 -19 24 25 -24 27 28 29 -27
right_child=1 -3 -4 6 -6 -7 7 8 10 16 11 12 -14 14 -16 -17 17 19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-6.7801291152136407e-06 -8.3459693996701393e-06 1.1650624255707955e-05 -6.4402582211187116e-06 1.4315481366793391e-05 1.2073606612156492e-05 7.3117372656789882e-06 -2.3942882162806375e-05 1.4465242825930807e-05 -1.0090909704558726e-05 -8.3702026418713532e-07 8.2541299784006021e-06 -1.6936267067129458e-06 -9.2146126138631551e-06 -2.0765516915162155e-05 1.9191257245821409e-06 1.3725812945082267e-05 -1.2384308572913702e-05 4.651878696835136e-07 1.535273017225336e-05 8.851702365859638e-06 -8.6008359944414759e-06 -6.9122534483767598e-06 -1.4514417871396289e-05 -1.7080593036856346e-05 1.6464218917159693e-05 -3.5670004697087943e-05 1.3278702625116457e-05 1.2467503456718986e-05 -4.4753206585942627e-07 4.3865810387918223e-07
leaf_weight=22 23 20 24 20 27 21 21 21 20 38 27 35 33 20 38 27 26 2169 20 20 29 32 20 30 24 22 21 25 186 60
leaf_count=22 23 20 24 20 27 21 21 21 20 38 27 35 33 20 38 27 26 2169 20 20 29 32 20 30 24 22 21 25 186 60
internal_value=0 4.81379e-08 -2.72274e-08 2.31532e-08 4.05037e-06 -8.72973e-07 -7.26687e-08 -2.12038e-06 -4.67527e-08 1.08056e-07 -1.57051e-06 -6.23801e-07 -2.1905e-06 -2.58863e-07 -5.90316e-06 5.02129e-06 3.66637e-09 -9.95751e-08 4.74565e-06 2.15027e-08 -4.59549e-08 4.98703e-08 1.36999e-07 -1.69764e-06 -4.08571e-07 -1.62099e-06 -7.99749e-07 -1.80878e-06 -3.14053e-06 -9.24903e-06
internal_weight=0 3099 3079 3055 71 44 2984 242 221 2742 200 180 153 120 58 62 2722 2664 58 2638 2618 2589 2557 388 358 334 314 293 268 82
internal_count=3121 3099 3079 3055 71 44 2984 242 221 2742 200 180 153 120 58 62 2722 2664 58 2638 2618 2589 2557 388 358 334 314 293 268 82
is_linear=0
shrinkage=0.1


Tree=5645
num_leaves=31
num_cat=0
split_feature=12 130 10 16 13 33 132 1185 1203 4 4 12 4 16 4 4 49 16 13 4 4 42 4 1374 2 48 2 4 151 147
split_gain=1.03971e-07 1.97404e-07 1.04524e-07 1.12818e-06 1.47147e-06 1.56643e-07 1.05314e-07 6.87926e-07 3.0588e-07 1.11292e-07 6.46302e-07 7.15143e-07 4.72637e-07 3.63666e-07 3.52381e-07 9.66598e-07 6.8741e-07 5.38412e-07 3.87722e-07 3.59575e-07 1.01182e-06 1.22781e-06 1.00971e-06 1.21897e-06 3.25491e-07 9.61715e-07 8.44686e-07 4.94546e-07 5.41446e-07 6.64949e-07
threshold=0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.056919999999999991 -0.076599999999999988 0.082285000000000011 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -1.0000000180025095e-35 0.0016150000000000003 0.085495000000000015 0.0045450000000000013 -0.18708499999999997 -0.0057249999999999992 -0.0047449999999999992 0.08610000000000001 -0.13941499999999998 -0.08231999999999999 -0.0070899999999999991 -0.0083799999999999986 0.085935000000000025 -0.0092149999999999992 0.087110000000000007 0.10402500000000002 0.10061000000000002 0.10644500000000001 0.033845000000000007 0.057610000000000008 0.088610000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 8 -8 -4 13 11 -11 -12 -9 17 -16 18 -15 -17 20 22 -22 23 -19 25 -14 -26 -28 29 -29
right_child=-2 2 6 -5 -6 -7 7 9 -10 10 12 -13 24 14 15 16 -18 19 -20 -21 21 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=8.5629724876694286e-06 -6.698627418660655e-06 -6.5609276589384535e-06 -5.9725168680627727e-07 1.2280776324284186e-05 -3.3123523132871922e-05 4.218266866910899e-06 1.8284778568721822e-05 -1.3730663631577045e-05 -1.1781693514681788e-05 2.6827898200281197e-05 -1.0322174117997446e-05 1.2242387299465918e-06 1.7633826533084036e-06 1.2291364992557243e-05 -2.4360566559070404e-05 -1.5125774423907502e-05 1.0060348097665286e-05 7.3267148780112948e-08 6.9837284475700787e-07 9.6815506957362836e-06 -3.3517157844471513e-05 1.5230019712930699e-06 1.8277977836381373e-05 -2.4772200822553715e-05 -1.6962656513163482e-05 2.3271179784180939e-05 1.5140855387991388e-05 -1.0804961933348297e-06 -1.6222819925003155e-05 1.5359778249317227e-05
leaf_weight=27 23 28 193 33 20 26 21 20 28 20 39 24 378 36 22 32 35 1560 30 37 20 20 30 20 31 22 21 277 21 27
leaf_count=27 23 28 193 33 20 26 21 20 28 20 39 24 378 36 22 32 35 1560 30 37 20 20 30 20 31 22 21 277 21 27
internal_value=0 4.97251e-08 -2.51227e-08 -3.09566e-06 -9.95272e-06 -1.37095e-06 8.57234e-08 2.54918e-07 -2.01429e-06 1.1582e-07 1.05669e-06 1.28623e-05 4.20114e-07 -3.18739e-07 -1.73115e-07 -5.43608e-06 -1.14393e-06 1.90375e-07 -7.46893e-06 -6.78564e-08 -2.86479e-07 -1.59971e-05 1.03846e-07 -2.41232e-07 9.59302e-07 2.94631e-06 -1.14893e-06 2.67906e-07 -6.93116e-07 3.7966e-07
internal_weight=0 3098 3071 107 74 54 2964 2743 221 2722 860 44 816 1862 1842 119 97 1723 62 1687 1650 40 1610 1580 777 400 377 346 325 304
internal_count=3121 3098 3071 107 74 54 2964 2743 221 2722 860 44 816 1862 1842 119 97 1723 62 1687 1650 40 1610 1580 777 400 377 346 325 304
is_linear=0
shrinkage=0.1


Tree=5646
num_leaves=31
num_cat=0
split_feature=401 132 1185 1203 401 43 1209 1210 1210 1212 43 401 1212 401 390 391 1208 1209 401 402 401 402 159 483 484 484 15 3 43 1
split_gain=8.62016e-08 9.90679e-08 5.59146e-07 2.37008e-07 1.19537e-07 3.41969e-07 2.25245e-07 9.74472e-08 2.32889e-07 1.52183e-07 1.13677e-06 7.03385e-07 2.06454e-07 1.25007e-07 3.80202e-07 1.61527e-07 1.24678e-07 2.20644e-07 1.2384e-07 3.20259e-07 1.55827e-07 5.53409e-07 1.10615e-07 3.65306e-07 7.55068e-07 4.26056e-07 2.3885e-07 5.09066e-07 4.78966e-07 2.92244e-07
threshold=0.13837000000000002 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11769000000000002 -0.0098449999999999979 -0.093169999999999989 -0.13847499999999999 -0.090569999999999998 -0.087464999999999987 -0.0047449999999999992 0.092675000000000021 -0.063924999999999996 0.10632500000000002 0.089065000000000019 -0.077824999999999991 0.11846000000000001 0.10656 -0.46360499999999999 -0.45454999999999995 -0.078179999999999986 -0.26712499999999995 0.088800000000000004 0.098395000000000024 0.10126500000000001 0.096415000000000015 -0.089549999999999991 0.084940000000000015 -0.080554999999999974 0.093890000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -4 -8 -9 10 -10 -12 -11 14 15 -14 17 18 -17 -20 -21 -22 -23 24 25 26 27 28 -24 -28
right_child=-2 2 4 -5 5 -7 7 8 9 12 11 -13 13 -15 -16 16 -18 -19 19 20 21 22 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-7.4522828810740356e-07 -6.3853057153686501e-06 1.645629392355442e-05 -1.0583407114950206e-05 -1.0603520935806697e-05 1.1240969803338886e-05 -5.4278635798254991e-06 5.3103048198214056e-06 -1.0751371428341372e-05 -1.9858779387883867e-05 8.3293520806511236e-06 -3.9630429519559424e-06 1.8737181172972278e-05 8.6885283120740172e-06 6.8894420160682382e-06 -1.3684617674698532e-05 -6.3845503048249728e-06 7.9473614641756301e-06 -9.5219295403126139e-06 1.012753055480431e-05 8.2502966229778558e-06 -1.6585333232796986e-05 4.1321827878287459e-07 -9.5506474035327962e-06 1.1707738572113158e-05 -1.9707956016645767e-05 1.3174683597299008e-05 -2.0076416053542428e-06 -1.7053770448942015e-05 6.4335313942664432e-06 6.7318053788767438e-06
leaf_weight=189 21 21 20 28 32 20 35 20 30 31 39 21 22 27 20 29 20 24 32 23 20 2017 37 20 23 20 163 29 38 50
leaf_count=189 21 21 20 28 32 20 35 20 30 31 39 21 22 27 20 29 20 24 32 23 20 2017 37 20 23 20 163 29 38 50
internal_value=0 4.32599e-08 1.98353e-07 -2.01727e-06 7.90601e-08 4.82988e-06 -8.85539e-09 6.69479e-08 3.35333e-10 7.89584e-08 -3.9649e-06 3.98204e-06 2.16557e-07 1.20345e-07 4.96976e-08 1.56704e-07 8.29518e-08 2.06595e-08 1.12232e-07 1.88448e-07 5.80994e-08 -1.9857e-08 1.18361e-07 -1.44671e-06 -2.17751e-06 -9.8107e-07 -1.87418e-06 -5.80249e-06 -1.452e-06 4.38718e-08
internal_weight=0 3100 2883 217 2862 52 2810 2790 2755 2735 90 60 2645 2614 2587 2567 2545 2525 2501 2472 2440 2417 2397 380 360 337 317 104 75 213
internal_count=3121 3100 2883 217 2862 52 2810 2790 2755 2735 90 60 2645 2614 2587 2567 2545 2525 2501 2472 2440 2417 2397 380 360 337 317 104 75 213
is_linear=0
shrinkage=0.1


Tree=5647
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 1209 401 1212 401 1209 401 0 16 133 0 1211 1204 1203 1203 1204 1203 43 1210 1210 0 13 41 41 13 15 133
split_gain=9.47415e-08 1.47588e-07 1.49869e-07 1.70821e-07 1.36585e-07 1.40187e-07 8.19075e-07 1.63399e-07 1.36269e-07 1.41526e-07 6.11584e-07 4.07254e-07 2.63514e-07 4.69474e-07 1.28442e-07 1.34485e-07 1.94182e-07 1.5405e-07 7.17395e-07 1.37803e-07 1.12625e-07 9.92975e-07 6.84881e-07 3.4921e-07 2.30419e-07 1.87422e-07 2.80443e-07 1.63984e-07 4.0857e-07 2.1843e-07
threshold=0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.092099999999999987 -0.085894999999999985 0.11602000000000001 -0.089544999999999986 0.11061500000000002 -0.067109999999999989 -1.0000000180025095e-35 -0.072594999999999979 -0.072359999999999994 0.50628500000000021 -0.079634999999999997 0.11048500000000001 0.058775000000000008 -1.0000000180025095e-35 0.088820000000000024 -0.079179999999999987 0.087075000000000014 0.0034250000000000005 -0.094799999999999982 -1.0000000180025095e-35 -0.13843999999999998 0.097995000000000013 0.088520000000000015 0.081235000000000016 0.0027400000000000007 -0.040439999999999997 -0.095184999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 8 -6 10 11 -10 14 -14 15 16 -11 19 -19 20 21 -18 -22 -24 27 26 -23 29 -29 -25
right_child=-2 -3 -4 4 5 6 -8 -9 9 12 -12 -13 13 -15 -16 -17 17 18 -20 -21 22 25 23 24 -26 -27 -28 28 -30 -31
leaf_value=7.6917473553952852e-06 -6.8605518936237787e-06 7.5468250123286945e-06 -6.7219836974993206e-06 -8.0566031973224508e-06 6.6679638232545267e-06 6.5918468749259778e-06 -1.6215579912128426e-05 8.9260742459460058e-06 -8.0124576665444435e-06 8.2614926343792054e-06 -1.4665330273242999e-05 1.0023700052890432e-05 -3.5716159527645511e-06 1.6531275730467489e-05 5.7709800880969091e-06 -8.2533209206303584e-06 2.0420662341772792e-05 -2.0085398118681043e-05 5.1062316690429453e-06 7.6973352367096361e-06 -1.8808384139778025e-05 -3.9482933180084636e-08 -1.0229634680774111e-05 -1.4696117385089481e-06 1.0560089380565583e-05 -7.1866655755709674e-06 1.0216259875893163e-05 2.3305969399963807e-06 -1.652695826805939e-05 4.807389627739329e-06
leaf_weight=29 20 26 33 21 31 32 31 21 21 28 33 31 21 26 38 20 24 20 26 23 22 2137 34 156 21 36 27 27 20 86
leaf_count=29 20 26 33 21 31 32 31 21 21 28 33 31 21 26 38 20 24 20 26 23 22 2137 34 156 21 36 27 27 20 86
internal_value=0 4.425e-08 -1.91864e-08 5.35264e-08 -1.99912e-08 3.64155e-08 -4.63086e-06 1.36804e-07 7.33327e-08 2.27481e-09 -4.01744e-06 2.73987e-06 1.24652e-07 7.54913e-06 -2.4706e-09 -8.35165e-08 -2.27066e-08 -1.09941e-07 -5.84665e-06 -8.95082e-09 -7.7385e-08 1.90126e-07 -1.70292e-06 -6.08961e-07 4.46209e-07 -3.05709e-08 8.84769e-08 -2.88709e-07 -5.69389e-06 7.61058e-07
internal_weight=0 3101 3075 3042 3013 2992 63 2929 2908 2877 85 52 2792 47 2745 2707 2687 2659 46 2613 2590 2224 366 344 310 2200 2164 289 47 242
internal_count=3121 3101 3075 3042 3013 2992 63 2929 2908 2877 85 52 2792 47 2745 2707 2687 2659 46 2613 2590 2224 366 344 310 2200 2164 289 47 242
is_linear=0
shrinkage=0.1


Tree=5648
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 120 1 120 2 9 9 34 1 1 15 16 3 156 156 1 15 475 13 12 12 12 401 43 4 133 15
split_gain=1.11947e-07 2.43459e-06 1.33227e-06 4.3768e-07 9.12085e-08 1.68287e-07 5.07822e-07 1.85249e-07 1.63775e-07 3.1853e-07 1.62076e-07 1.80866e-07 4.85439e-07 1.60176e-07 1.46913e-07 1.44557e-07 4.15581e-07 3.40486e-07 5.59926e-07 4.4862e-07 2.55047e-07 1.90794e-07 1.70909e-07 5.52904e-07 5.3759e-07 4.57712e-07 5.37193e-07 7.70477e-07 4.95315e-07 4.25988e-07
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.09852000000000001 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.092410000000000006 0.088235000000000022 -0.097449999999999981 0.13534000000000004 0.13842500000000005 -0.40580499999999992 -0.4179199999999999 0.11658 0.3248100000000001 0.083635000000000015 0.10727500000000002 -0.083359999999999976 0.13528000000000004 -0.17933499999999997 0.096830000000000013 0.097325000000000009 0.096475000000000019 -0.13200999999999999 -0.064334999999999989 -0.079329999999999984 -0.030254999999999994 0.11171000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 8 9 10 -4 15 -13 -14 -10 16 20 18 -17 -20 21 -12 24 -24 -23 -25 -27 -28 -29 -30
right_child=2 -3 4 -5 -6 -7 -8 -9 14 -11 11 12 13 -15 -16 17 -18 -19 19 -21 -22 22 23 25 -26 26 27 28 29 -31
leaf_value=1.612934280682442e-07 -2.4679523662805219e-05 3.2959191455871489e-05 8.4150312605031463e-06 -1.5449857708063065e-05 -6.7068600219499786e-06 8.5891857294051952e-06 -1.4797983695920582e-05 9.2620217856165258e-06 4.404039827932138e-08 -1.1515056030475534e-05 -8.861779945353494e-06 -1.5360970996880498e-05 4.6260935337877057e-06 -4.6822333066150655e-06 1.1886139858771375e-05 -8.6087593827917436e-06 -1.3702865494864952e-05 1.4459672179920904e-05 5.7946723334281134e-07 1.8280809217685601e-05 1.1349221204000059e-05 2.7963457012580269e-07 -1.5620641466672101e-05 1.0441424334809807e-05 1.4485484071310903e-05 1.9724987242324104e-06 -2.183156702812994e-05 5.1169349385797131e-06 -1.8722049757203562e-06 -1.6267039634786832e-05
leaf_weight=176 22 23 23 20 20 23 23 22 20 24 24 28 38 36 22 38 22 23 41 22 20 1992 27 33 27 172 26 48 52 34
leaf_count=176 22 23 23 20 20 23 23 22 20 24 24 28 38 36 22 38 22 23 41 22 20 1992 27 33 27 172 26 48 52 34
internal_value=0 2.18015e-06 -1.64524e-07 -1.43168e-06 2.27434e-08 6.98036e-08 7.35648e-10 1.21692e-07 4.96691e-08 -4.49817e-08 5.60021e-08 -1.51254e-08 -4.14584e-06 9.77183e-08 6.24704e-06 1.46863e-07 -1.99369e-08 3.47884e-06 9.78249e-07 6.76089e-06 1.0268e-07 1.0306e-08 9.8622e-08 -1.81215e-06 4.69609e-07 -7.90699e-07 -1.90714e-06 -6.07776e-06 -3.02105e-06 -7.56319e-06
internal_weight=0 219 2902 196 2880 2860 2837 2814 2792 2750 2726 2703 102 74 42 2601 2477 124 101 63 2455 2435 2411 392 2019 365 332 160 134 86
internal_count=3121 219 2902 196 2880 2860 2837 2814 2792 2750 2726 2703 102 74 42 2601 2477 124 101 63 2455 2435 2411 392 2019 365 332 160 134 86
is_linear=0
shrinkage=0.1


Tree=5649
num_leaves=31
num_cat=0
split_feature=1428 156 12 1425 132 50 394 1203 129 47 47 47 1 47 49 43 12 1 43 1428 13 457 16 1373 1373 1375 49 0 48 150
split_gain=9.25534e-08 9.07442e-08 2.74624e-07 1.41177e-07 9.11261e-08 2.54309e-06 1.19708e-06 5.80097e-07 9.12725e-08 8.61626e-08 8.11854e-07 4.27745e-07 2.08725e-07 5.64906e-07 4.01471e-07 2.33122e-07 1.72251e-07 1.59421e-07 2.4278e-07 1.45537e-07 1.33469e-07 1.24218e-07 4.36708e-07 1.34842e-07 4.44974e-07 6.18435e-07 1.5619e-07 1.7299e-07 4.30204e-07 6.38249e-07
threshold=0.11170000000000001 0.12734000000000004 0.094435000000000005 0.084030000000000007 -0.083284999999999984 0.10022000000000002 0.11233000000000001 0.089480000000000018 -0.082304999999999975 0.092165000000000011 0.096475000000000019 0.089785000000000018 0.099990000000000009 0.10670500000000001 0.11560500000000001 -0.078139999999999973 0.087995000000000004 0.11751000000000002 -0.053764999999999993 0.087445000000000009 -0.085804999999999979 -0.11701499999999999 -0.014754999999999999 0.086880000000000013 1.0000000180025095e-35 -0.42089999999999994 0.15665000000000004 -0.15599999999999997 -0.072824999999999987 0.09487000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 8 -1 -6 11 -11 19 14 -14 16 -15 20 -17 -19 21 -12 22 -10 24 25 -23 27 28 -27 -30
right_child=-2 2 -4 -5 6 -7 -8 -9 9 10 12 -13 13 15 -16 17 -18 18 -20 -21 -22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=3.0230578271983365e-07 6.7808689163939568e-06 2.8069022644356463e-06 -1.1738283254089766e-05 6.1663750219284683e-06 5.5629355270427586e-06 3.5904339588341829e-05 -2.3436638060626467e-05 -1.7659833210927901e-05 1.5958032363414532e-05 -1.6730760424543691e-05 -9.8709498672633357e-07 1.4684400521218776e-05 1.7735886354958419e-05 -8.2049298692220842e-06 -1.4957286873101587e-05 7.8543461333591791e-06 -5.8671965413823002e-06 -9.5241572212433407e-06 3.1474214741441154e-06 8.09618622745554e-06 8.8780703625464714e-06 -1.6900074222741588e-05 -4.6892455516388599e-06 -6.721083597754739e-06 1.4408653701788614e-05 -7.4504496735934143e-06 6.776527310869301e-06 -3.7384946558788522e-07 2.5269666177256811e-06 2.2381754577054379e-05
leaf_weight=178 20 27 25 37 29 20 22 20 20 32 32 20 21 27 23 34 33 21 54 22 24 22 21 31 21 29 33 2118 85 20
leaf_count=178 20 27 25 37 29 20 22 20 20 32 32 20 21 27 23 34 33 21 54 22 24 22 21 31 21 29 33 2118 85 20
internal_value=0 -4.37319e-08 -4.18598e-06 2.69131e-08 -4.85053e-08 1.92064e-06 -2.02147e-07 -1.51205e-06 -1.77462e-08 -7.67472e-08 -1.67313e-06 1.20022e-07 1.18116e-07 2.47084e-06 -3.1799e-06 1.13736e-07 -1.36302e-07 2.17432e-06 -4.00621e-07 -2.45443e-10 3.24083e-06 -7.44627e-08 5.3826e-06 -1.69308e-07 -8.20633e-08 -2.13968e-07 -5.33145e-08 -1.53397e-07 3.33108e-06 6.30883e-06
internal_weight=0 3101 52 3049 3012 218 2794 198 2772 2743 301 2442 269 157 112 136 89 109 75 2422 56 2400 41 2359 2328 2307 2285 2252 134 105
internal_count=3121 3101 52 3049 3012 218 2794 198 2772 2743 301 2442 269 157 112 136 89 109 75 2422 56 2400 41 2359 2328 2307 2285 2252 134 105
is_linear=0
shrinkage=0.1


Tree=5650
num_leaves=31
num_cat=0
split_feature=1429 156 1425 475 157 484 160 151 12 2 2 376 15 43 123 123 39 3 123 33 34 9 2 45 51 457 1 1348 4 1
split_gain=9.21011e-08 2.82488e-07 9.89909e-08 1.11719e-07 9.27884e-07 1.06334e-06 4.38804e-07 4.35316e-07 3.91355e-07 1.12852e-07 2.34586e-07 1.11703e-07 1.65621e-07 3.17926e-07 1.50947e-07 6.3184e-07 2.36086e-07 3.4152e-07 1.54429e-07 1.41974e-07 4.87906e-07 5.623e-07 5.01063e-07 1.98362e-07 1.16484e-07 4.14166e-07 9.86886e-07 3.33097e-07 2.92814e-07 1.97978e-07
threshold=-0.23752499999999996 0.32523500000000005 0.10034500000000002 -0.085719999999999977 -0.086394999999999986 0.085740000000000011 0.010565000000000001 -0.54279999999999984 0.083815000000000014 0.08708500000000001 0.092120000000000021 0.086445000000000008 -0.41396999999999995 -0.052894999999999991 0.08592000000000001 0.087755000000000014 0.089790000000000023 -0.012939999999999998 0.084280000000000008 0.085305000000000006 -0.057544999999999992 0.091600000000000015 -1.0000000180025095e-35 0.094030000000000016 0.123935 0.11612500000000002 0.095950000000000021 -0.047944999999999995 0.0061450000000000003 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -5 -6 -10 -11 14 -13 -14 18 -16 -17 -18 19 20 -9 22 -22 24 25 27 -27 -24 -26 -29
right_child=1 -3 -4 7 5 -7 -8 11 9 10 -12 12 13 -15 15 16 17 -19 -20 -21 21 -23 23 -25 28 26 -28 29 -30 -31
leaf_value=-6.4474073620989331e-06 1.9898458290649264e-05 1.1891972480952974e-05 -6.0595951153017171e-06 -1.413722533139993e-05 1.5259165162812376e-05 -2.2023289021717575e-05 -9.615551770682784e-06 1.1751235794820657e-05 7.3475188361518795e-06 -9.4095792076132063e-06 4.8794614452129249e-06 -3.6786290262501677e-06 1.3375597098920187e-05 -1.6189356878944986e-06 -1.8909523065634529e-05 5.9939511557834196e-06 4.9384183947277847e-06 -1.1144331006841142e-05 6.4458909749904509e-06 -6.4799207206413168e-06 1.2678576439934512e-05 -1.2374380586963427e-05 -1.2891028693502451e-05 -8.3359545904950841e-06 -1.7009209201845166e-07 -4.2634365429520306e-06 2.6109642603842076e-05 6.4345110118195764e-07 -1.1423253284104453e-05 -1.4455407169771208e-06
leaf_weight=22 26 20 27 22 30 20 23 35 23 20 27 22 31 26 22 38 23 31 37 34 31 37 20 29 91 23 20 1655 31 625
leaf_count=22 26 20 27 22 30 20 23 35 23 20 27 22 31 26 22 38 23 31 37 34 31 37 20 29 91 23 20 1655 31 625
internal_value=0 4.57692e-08 -3.11792e-08 2.21521e-08 2.52105e-06 -6.38473e-07 2.83873e-06 -1.24332e-07 5.70322e-06 1.60781e-06 -1.20098e-06 -1.65785e-08 3.69141e-06 6.53599e-06 -1.21874e-07 -3.68535e-06 -4.4788e-08 -4.29427e-06 3.03889e-08 -5.98329e-08 2.42191e-08 -1.35986e-07 4.33488e-08 -1.13705e-07 -1.69726e-08 1.3989e-07 9.86358e-06 -4.19008e-08 -3.0295e-06 7.08108e-08
internal_weight=0 3099 3079 3052 169 143 123 2883 100 70 47 2861 79 57 2782 114 92 54 2668 2631 2597 2562 2525 2494 2465 2343 43 2300 122 2280
internal_count=3121 3099 3079 3052 169 143 123 2883 100 70 47 2861 79 57 2782 114 92 54 2668 2631 2597 2562 2525 2494 2465 2343 43 2300 122 2280
is_linear=0
shrinkage=0.1


Tree=5651
num_leaves=31
num_cat=0
split_feature=1374 42 1374 33 9 16 16 2 97 2 1 1 160 1 0 1 1447 480 1210 1 43 13 13 13 13 13 1 1185 13 13
split_gain=9.03837e-08 5.65677e-07 9.64768e-08 8.86003e-08 1.67059e-07 3.86827e-06 1.39269e-06 1.31439e-07 9.84657e-08 3.51626e-07 1.28786e-07 8.74157e-07 3.97938e-07 6.30993e-07 3.91969e-07 3.64789e-07 2.99945e-07 4.03819e-07 2.64931e-07 4.36595e-07 1.96066e-06 2.42763e-07 4.2362e-07 3.58973e-07 6.35705e-07 2.96044e-07 2.66407e-07 4.00672e-07 2.59998e-07 1.0718e-06
threshold=-0.096434999999999979 0.083795000000000022 -1.0000000180025095e-35 -0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.4714549999999999 -0.045829999999999989 -0.086464999999999986 -0.0050599999999999994 0.092390000000000014 0.093100000000000002 -0.52336499999999997 0.094220000000000012 -0.23051499999999997 0.091615000000000016 0.059120000000000013 0.11144000000000001 -0.42132499999999995 0.090405000000000013 -0.041739999999999992 -0.10278499999999999 -0.097984999999999989 -0.096404999999999991 -0.094514999999999988 -0.13710499999999998 0.089475000000000013 -0.093764999999999987 -0.086254999999999984 -0.085744999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 7 6 -6 -5 -9 -10 14 -12 -13 -14 -11 16 17 18 -16 21 -21 25 -23 -24 -25 -20 27 -26 -29 -30
right_child=2 -3 3 4 5 -7 -8 8 9 10 11 12 13 -15 15 -17 -18 -19 19 20 -22 22 23 24 26 -27 -28 28 29 -31
leaf_value=-1.3720431947409192e-05 6.9920853377425379e-06 7.4449696275342321e-06 -5.2948949398649997e-06 -5.723450832064714e-06 5.8576723663928867e-06 4.1507592981702147e-05 -3.0145446726237426e-05 -6.7747331324123187e-06 9.5286820166434044e-06 1.1208988050356945e-05 -1.8777071387308686e-05 1.219868158652086e-05 -1.485535903809925e-05 -2.9692500906051526e-07 1.1016110188806621e-05 1.2474518628854034e-05 9.3817721148405006e-06 -1.0584992407479554e-05 1.4169784698307878e-06 1.0427481594922064e-05 -2.7340297401678983e-05 -1.417308507522345e-05 1.3435623877740001e-05 -1.5867836431425531e-05 -1.4062177724554203e-05 1.2515383225357202e-05 8.4749380699864375e-06 3.0450665298420781e-06 -2.090158649298246e-05 3.6708243445787932e-09
leaf_weight=28 20 23 31 40 22 20 21 21 39 33 27 24 31 751 22 24 34 36 82 27 28 21 20 25 20 34 38 264 25 1290
leaf_count=28 20 23 31 40 22 20 21 21 39 33 27 24 31 751 22 24 34 36 82 27 28 21 20 25 20 34 38 264 25 1290
internal_value=0 -4.17525e-06 6.9357e-08 2.39621e-08 7.85777e-08 5.17407e-06 -1.17252e-05 -3.00203e-08 4.80788e-08 9.75707e-08 -3.12154e-08 -1.07769e-06 -4.84787e-07 -8.7405e-07 3.99688e-07 2.20438e-07 7.08459e-08 -9.3011e-08 1.06204e-07 -2.1874e-08 -8.79975e-06 2.43537e-07 -5.79688e-08 1.1826e-07 -4.19967e-08 4.66996e-06 1.99693e-07 3.03296e-09 1.81186e-07 -3.93768e-07
internal_weight=0 51 3070 3050 3019 63 43 2956 2916 2895 2856 833 806 782 2023 1990 1966 1932 1896 1874 55 1819 1703 1682 1662 116 1637 1599 1579 1315
internal_count=3121 51 3070 3050 3019 63 43 2956 2916 2895 2856 833 806 782 2023 1990 1966 1932 1896 1874 55 1819 1703 1682 1662 116 1637 1599 1579 1315
is_linear=0
shrinkage=0.1


Tree=5652
num_leaves=31
num_cat=0
split_feature=394 12 130 39 33 42 9 2 49 3 52 129 130 48 4 43 42 12 4 4 12 3 133 0 52 130 1183 0 133 0
split_gain=9.62017e-08 8.73264e-08 1.87009e-07 9.76067e-08 4.00088e-07 2.58108e-07 1.56397e-07 2.00307e-07 1.0059e-07 1.15437e-07 2.44368e-07 3.77095e-07 5.07455e-07 3.38743e-07 4.78162e-07 2.71706e-07 3.80269e-07 2.5762e-07 4.43204e-07 4.45315e-07 7.0851e-07 1.90608e-07 6.42783e-07 7.22027e-07 4.88749e-07 2.46474e-07 2.26352e-07 1.74629e-07 4.28309e-07 2.0795e-07
threshold=0.15288500000000002 0.23631000000000002 -0.22461999999999996 -1.0000000180025095e-35 -0.009184999999999997 -0.018024999999999996 0.088235000000000022 -0.15339499999999998 -0.42399999999999993 -0.096544999999999978 -0.018574999999999998 0.085790000000000019 0.084580000000000016 0.095425000000000024 -0.15464999999999998 0.07827000000000002 -0.031659999999999994 0.086345000000000019 -0.50052499999999989 -0.111605 0.098330000000000015 -0.091054999999999983 0.089595000000000022 -0.080119999999999983 0.086450000000000013 0.085235000000000019 -0.073809999999999973 0.10455500000000001 0.086910000000000015 0.051010000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 8 -8 -6 10 17 12 13 14 -12 16 -16 -10 -19 20 -20 22 23 24 25 -11 -23 29 -29 -28
right_child=-2 -3 3 4 6 -7 7 -9 9 21 11 -13 -14 -15 15 -17 -18 18 19 -21 -22 26 -24 -25 -26 -27 27 28 -30 -31
leaf_value=8.6067926526993692e-06 5.8351992200706652e-06 -6.1916871207200621e-06 -3.9073424948748487e-06 -1.1641714128624397e-05 6.5984473766630719e-06 1.0456665959595583e-05 5.1253833817099807e-07 1.2624089766756118e-05 -7.1187348095446834e-06 -4.9652219746242156e-06 1.6053176586360172e-05 1.665985036680695e-05 -1.0512630355050433e-05 -6.1980330378396003e-06 9.5219881814045962e-06 1.2255339996045224e-05 -3.7614786186057963e-06 1.12003000057567e-05 -2.2648514998929221e-05 2.4099015002923618e-06 2.730605333247447e-06 1.0336960249333062e-05 -1.7926352969273771e-05 1.5935545005569502e-05 -1.7190761180878012e-05 9.0251012443332e-06 -3.2210720348309718e-07 -1.7423321387468605e-05 2.2102650418673875e-06 9.2355678554628426e-06
leaf_weight=25 28 23 22 30 22 29 36 22 54 34 36 20 27 27 32 25 66 33 22 86 22 20 27 21 23 20 2221 20 25 23
leaf_count=25 28 23 22 30 22 29 36 22 54 34 36 20 27 27 32 25 66 33 22 86 22 20 27 21 23 20 2221 20 25 23
internal_value=0 -5.28204e-08 -6.82888e-09 -7.75483e-08 -1.51442e-07 4.26043e-06 -3.51433e-08 5.10658e-06 -1.37765e-07 -1.89151e-07 1.28224e-06 3.53113e-06 2.29838e-06 4.15805e-06 5.91663e-06 2.94983e-06 5.7598e-07 -1.13246e-06 8.5072e-07 -1.77648e-06 -9.95895e-06 -4.61184e-07 -4.26454e-06 -5.00577e-07 -4.98316e-06 2.16379e-07 -2.55285e-07 -3.47834e-07 -6.51577e-06 -2.24145e-07
internal_weight=0 3093 3070 3045 2994 51 2964 58 2906 2884 450 233 213 186 159 123 98 217 163 130 44 2434 125 98 77 54 2309 2289 45 2244
internal_count=3121 3093 3070 3045 2994 51 2964 58 2906 2884 450 233 213 186 159 123 98 217 163 130 44 2434 125 98 77 54 2309 2289 45 2244
is_linear=0
shrinkage=0.1


Tree=5653
num_leaves=31
num_cat=0
split_feature=1428 156 1 48 48 457 457 13 12 12 457 3 49 157 475 13 16 1 151 14 2 12 9 10 2 2 33 1375 15 9
split_gain=8.20144e-08 1.03617e-07 2.71478e-07 1.17181e-07 1.37513e-07 9.57484e-08 6.92823e-07 4.92745e-07 4.3625e-07 7.36208e-07 4.14885e-07 3.36057e-07 2.58976e-07 4.76463e-07 1.38725e-07 9.05464e-07 1.13308e-06 4.37377e-07 3.2567e-07 1.25148e-07 4.79124e-07 3.04498e-07 2.21002e-07 3.49036e-07 2.4464e-07 2.31053e-07 1.685e-07 1.52271e-07 5.94755e-07 1.44949e-07
threshold=0.11170000000000001 0.12734000000000004 0.099990000000000009 -0.098424999999999985 -0.23002499999999995 -0.081454999999999986 -0.067164999999999989 -1.0000000180025095e-35 0.08815000000000002 0.086565000000000017 -0.0056599999999999992 -0.086274999999999977 -0.0087849999999999977 -0.00052499999999999986 -0.085719999999999977 -0.085804999999999979 -0.0087049999999999992 0.080000000000000016 -0.53100499999999984 0.078235000000000013 0.082850000000000021 0.087995000000000004 0.092410000000000006 0.053330000000000009 -0.15339499999999998 -0.090999999999999984 0.085305000000000006 -0.064299999999999982 -0.07490999999999999 -0.085744999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 7 -7 8 9 11 -8 -5 13 -13 15 -12 -17 -18 -16 22 -21 -22 23 25 -24 -20 27 28 -27 -29
right_child=-2 2 -4 5 -6 6 10 -9 -10 -11 14 12 -14 -15 18 16 17 -19 19 20 21 -23 24 -25 -26 26 -28 29 -30 -31
leaf_value=-5.9002102716476655e-07 6.3831449870122013e-06 -1.3607028795377121e-05 1.2447741369214784e-06 -1.0423914535868276e-05 1.0996130577907371e-05 1.497292512266863e-05 -1.4062234217384511e-05 -1.6667072971661887e-05 9.3218239069554129e-06 -2.0252591977103813e-05 1.9117947470346866e-05 1.870084427340854e-05 -4.1445091119385324e-06 -6.7427115936879998e-07 -1.1699832237847357e-05 -1.9101413153503717e-05 1.7462250685812684e-05 -1.5435406971341259e-08 9.9038527537231868e-06 -1.6453158457352403e-05 -4.45325630657002e-06 1.086163764682624e-05 9.0663387677993565e-07 -9.5176397998760601e-06 1.5282941080840829e-05 1.469958019697515e-05 -8.6681929877324204e-06 -8.2667205052053946e-06 -6.6742478299167253e-06 7.8444684268042799e-08
leaf_weight=20 20 20 32 23 21 31 21 21 36 21 28 22 30 30 24 26 21 45 24 22 37 20 29 38 20 30 22 21 23 2343
leaf_count=20 20 20 32 23 21 31 21 21 36 21 28 22 30 30 24 26 21 45 24 22 37 20 29 38 20 30 22 21 23 2343
internal_value=0 -4.11593e-08 -4.46746e-06 3.43302e-08 5.34435e-06 -3.80471e-08 1.05549e-07 -2.25477e-06 -3.86504e-07 -3.16031e-06 -5.94073e-08 2.58144e-07 3.25433e-06 7.52289e-06 4.66364e-08 3.37232e-06 -1.41983e-06 5.54565e-06 -1.0379e-07 2.06937e-09 -3.91781e-06 9.20391e-07 1.23509e-07 -6.79873e-09 6.77451e-06 1.39938e-07 4.38599e-08 1.23159e-07 5.42415e-06 4.31251e-09
internal_weight=0 3101 52 3049 41 3008 2825 183 162 126 2794 105 82 52 2773 120 92 66 2653 2629 79 57 2550 2501 49 2463 2439 2417 53 2364
internal_count=3121 3101 52 3049 41 3008 2825 183 162 126 2794 105 82 52 2773 120 92 66 2653 2629 79 57 2550 2501 49 2463 2439 2417 53 2364
is_linear=0
shrinkage=0.1


Tree=5654
num_leaves=31
num_cat=0
split_feature=130 10 40 48 40 10 4 40 33 40 31 1 3 3 3 0 2 1 160 2 16 3 160 3 2 52 150 48 2 159
split_gain=8.28621e-08 2.44271e-07 3.00048e-07 2.97655e-07 1.8207e-07 1.76845e-07 2.18923e-06 1.75854e-07 2.04471e-07 2.09064e-07 2.17189e-07 1.55583e-07 1.26837e-07 6.25569e-07 6.24663e-07 2.91957e-07 3.18222e-07 5.72226e-07 5.66095e-07 5.40409e-07 6.51726e-07 3.73097e-07 8.77934e-07 3.65773e-07 3.57456e-07 5.11565e-07 3.30712e-07 3.71102e-07 2.22014e-07 2.17516e-07
threshold=-0.23647499999999996 -0.38124499999999995 -0.24134999999999998 0.086665000000000006 -0.085734999999999992 -0.011559999999999999 0.053180000000000012 -0.08416499999999999 -0.012019999999999998 -0.082239999999999994 -1.0000000180025095e-35 0.111945 -0.0043399999999999992 1.0000000180025095e-35 -0.0080949999999999998 0.056435000000000006 0.092480000000000021 0.10022000000000002 -0.072114999999999985 0.11215000000000001 -0.078844999999999985 0.088060000000000013 -1.0000000180025095e-35 0.097915000000000016 0.08919500000000001 -0.081429999999999989 0.099590000000000026 -0.031249999999999997 0.11682500000000001 0.086110000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 11 6 -6 -7 -9 -10 -11 -4 14 -14 -12 16 21 18 -18 20 -19 22 -15 -20 25 -23 28 -28 -21 -30
right_child=1 2 4 -5 5 7 -8 8 9 10 12 -13 13 15 -16 -17 17 19 23 26 -22 24 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-6.4160388683376375e-06 1.6439788794286869e-05 -1.1973510810916889e-05 1.2695731155482854e-06 -6.0626413931870394e-07 -2.6854898510253881e-05 -8.8815165740511894e-06 1.0814000132263068e-05 9.924563822832647e-06 9.1259546534274714e-06 -9.7369859561339324e-06 -1.1725689466847406e-07 1.1723200954823673e-05 1.7984266246044586e-05 -2.7641861038318895e-06 -1.6678318586301707e-05 1.2520391596808622e-05 4.970090240021819e-06 -2.2391945094568654e-06 -2.3906617185313433e-05 7.8647413223128144e-06 2.1883367317817225e-05 7.3021546995732933e-06 2.3758881296159346e-05 -7.2172896560412735e-06 9.6460317527763206e-06 -1.1896310726504974e-05 -2.3562842259360923e-07 -1.9268914745680379e-05 -4.5752456020969657e-06 5.7029513550381928e-06
leaf_weight=20 20 21 35 21 27 22 36 21 25 23 2334 24 22 24 23 20 20 21 24 33 24 23 26 29 27 35 21 20 71 29
leaf_count=20 20 21 35 21 27 22 36 21 25 23 2334 24 22 24 23 20 20 21 24 33 24 23 26 29 27 35 21 20 71 29
internal_value=0 4.13808e-08 -6.13537e-08 7.70888e-06 2.09613e-08 -8.79498e-08 -5.32981e-06 2.52615e-08 9.29469e-08 2.11083e-08 -5.87868e-08 5.5219e-06 1.99813e-08 1.52185e-06 -2.78863e-07 7.11616e-07 1.58512e-07 -1.6977e-06 -9.36518e-06 8.58132e-07 1.06262e-05 4.17342e-06 1.10278e-05 -1.47747e-05 1.4143e-07 -4.28313e-06 -1.66809e-06 -9.52016e-06 7.52478e-07 -1.59457e-06
internal_weight=0 3101 3060 41 3039 2980 63 2917 2895 2874 2849 59 2826 469 2357 447 427 292 73 219 45 135 50 53 85 58 174 41 133 100
internal_count=3121 3101 3060 41 3039 2980 63 2917 2895 2874 2849 59 2826 469 2357 447 427 292 73 219 45 135 50 53 85 58 174 41 133 100
is_linear=0
shrinkage=0.1


Tree=5655
num_leaves=31
num_cat=0
split_feature=46 46 96 15 9 4 10 15 47 47 51 52 402 159 13 52 16 156 47 47 43 12 16 16 52 133 1209 42 4 49
split_gain=8.84207e-08 1.43861e-07 1.1074e-07 1.55159e-07 6.085e-07 5.39643e-07 2.154e-06 2.14314e-06 3.94839e-07 1.25065e-06 1.96987e-06 3.64839e-07 2.91505e-07 3.27359e-07 3.34814e-07 5.0605e-07 2.96096e-07 2.46081e-07 2.30711e-07 2.20452e-07 2.08491e-07 1.96885e-07 1.9339e-07 2.18375e-06 7.23162e-07 5.84717e-07 5.78567e-07 1.5114e-06 4.50896e-07 7.89811e-07
threshold=0.10987500000000001 0.083550000000000013 0.090365000000000015 -0.10203999999999998 -1.0000000180025095e-35 0.053180000000000012 -1.0000000180025095e-35 -0.11033999999999998 0.087235000000000021 0.09550500000000002 -0.010009999999999998 0.15116000000000002 0.086855000000000016 0.10725000000000003 -0.0062949999999999994 0.039215000000000007 -0.4179199999999999 0.11582500000000001 0.085770000000000027 0.080455000000000013 -0.0095349999999999983 -0.095379999999999979 -0.092484999999999984 -0.094359999999999986 -0.07278999999999998 0.10622000000000002 -0.087199999999999986 0.087405000000000024 0.056795000000000005 0.10969000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 18 19 10 -10 12 13 14 15 -8 -16 -15 20 21 -6 -5 23 24 -23 -26 27 -24 -28 -30
right_child=-2 -3 -4 8 5 6 11 -9 9 -11 -12 -13 -14 17 16 -17 -18 -19 -20 -21 -22 22 26 -25 25 -27 28 -29 29 -31
leaf_value=1.4792134132938262e-05 6.3172704192931463e-06 -7.1803102490061324e-06 -7.396634772192102e-06 7.1519099499259125e-06 -3.356796117838134e-09 3.3293316271903511e-05 4.063962135205657e-06 -3.0284111310571949e-05 7.8212406151578762e-07 -3.0022149004952287e-07 -4.2580660337989688e-05 -1.217241696281235e-05 -6.0955947355978424e-06 -1.252286148580121e-05 -5.3802876822294866e-06 1.8499104242116174e-05 7.145624869053791e-06 2.6110815430125843e-06 -1.898702233334274e-06 1.0556585073970837e-05 1.361343091603643e-05 1.8584957761049736e-05 -9.7604676695828827e-06 -2.7163732805490782e-05 -2.4681753578585266e-06 1.0862957135732605e-05 -2.6103354263474668e-07 2.5218307746399661e-05 2.4186661396795122e-05 -9.4252764766507267e-08
leaf_weight=33 22 28 20 38 22 22 85 26 22 147 20 20 40 21 46 34 32 22 85 20 23 20 21 32 297 37 1798 30 21 37
leaf_count=33 22 28 20 38 22 22 85 26 22 147 20 20 40 21 46 34 32 22 85 20 23 20 21 32 297 37 1798 30 21 37
internal_value=0 -4.48483e-08 2.02096e-08 6.88287e-08 1.65874e-06 7.52042e-07 3.09074e-06 -4.07527e-06 -2.51032e-07 -4.64835e-06 -1.98668e-05 8.75882e-07 1.8079e-06 3.12515e-06 4.85062e-06 8.18829e-06 -2.41452e-07 -4.77991e-06 1.1665e-06 1.02475e-07 6.95633e-06 1.27787e-08 -1.05532e-07 -2.14678e-06 1.14634e-07 -9.91373e-07 3.07642e-07 1.08153e-05 1.89085e-08 8.69711e-06
internal_weight=0 3099 3071 3051 511 478 322 156 2540 189 42 300 280 240 197 119 78 43 130 2351 45 2331 2293 386 354 334 1907 51 1856 58
internal_count=3121 3099 3071 3051 511 478 322 156 2540 189 42 300 280 240 197 119 78 43 130 2351 45 2331 2293 386 354 334 1907 51 1856 58
is_linear=0
shrinkage=0.1


Tree=5656
num_leaves=31
num_cat=0
split_feature=10 0 0 39 159 9 33 0 147 147 147 147 48 447 97 2 132 50 393 1203 12 12 13 1209 472 12 42 43 43 52
split_gain=1.09415e-07 1.16412e-06 1.03153e-06 2.97784e-07 1.70124e-07 1.05846e-07 7.27803e-07 2.47511e-07 9.38688e-08 1.83559e-07 2.49359e-07 1.27448e-07 1.13615e-07 1.22824e-07 1.30629e-07 2.34487e-07 9.51033e-08 2.36828e-06 1.10162e-06 3.55399e-07 1.16213e-07 7.2958e-07 7.58072e-07 4.65344e-07 3.66239e-07 3.43457e-07 7.48918e-07 3.41327e-07 3.64036e-07 1.27057e-06
threshold=-0.011559999999999999 -0.10224499999999999 -0.084804999999999978 0.08512500000000002 0.089465000000000017 0.092235000000000011 -0.012019999999999998 -0.0058249999999999994 0.11204500000000002 0.099730000000000027 0.093875000000000014 0.090425000000000019 -0.089814999999999992 0.089095000000000021 -0.079444999999999988 -1.0000000180025095e-35 -0.083284999999999984 0.10022000000000002 0.12679500000000002 0.089165000000000008 0.094580000000000011 0.096075000000000008 -0.070304999999999992 0.11495000000000001 -0.081794999999999993 0.094070000000000015 0.094365000000000018 -0.50216499999999986 0.055925000000000009 0.12603000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -2 -7 9 10 11 12 -8 14 -14 -16 17 19 20 -17 25 22 -22 24 -23 -18 -27 -26 -29 -30
right_child=5 2 3 4 -6 7 8 -9 -10 -11 -12 -13 13 -15 15 16 18 -19 -20 -21 21 23 -24 -25 27 26 -28 28 29 -31
leaf_value=-2.2160935272040659e-05 1.8739445156478768e-05 1.9066969469769484e-05 -1.3300373385997469e-05 5.9922567493799764e-06 -6.3815600526595519e-06 -1.291780005203691e-05 5.6494447714309597e-06 2.4529717021240769e-06 -6.7709404993365748e-06 9.4189462937980107e-06 -9.5294378735599356e-06 7.7078283125460579e-06 -6.6248443294296463e-06 -7.8128570510216378e-06 8.3751749785091417e-06 1.4611994057598652e-07 2.1381468430143645e-07 3.4798146230059502e-05 -2.3527856442342454e-05 -1.3643122084821308e-05 1.0364318263277204e-06 1.2221525151868594e-05 -1.8247438224824826e-05 1.518510930480943e-05 1.1789560348915985e-05 2.2655604676574947e-05 -4.3830050094584295e-06 -3.1122767135886663e-06 -1.9626432702306116e-06 2.6289362103852909e-05
leaf_weight=25 21 26 24 25 20 20 36 22 20 21 27 22 29 20 34 170 1873 20 20 21 36 22 47 20 20 21 20 341 78 20
leaf_count=25 21 26 24 25 20 20 36 22 20 21 27 22 29 20 34 170 1873 20 20 21 36 22 47 20 20 21 20 341 78 20
internal_value=0 -2.96097e-06 2.09166e-06 -4.30484e-06 4.92783e-07 1.18407e-07 1.89162e-07 -4.86644e-06 5.65696e-08 1.03365e-07 3.58379e-08 1.25825e-07 6.7256e-08 -4.20873e-09 5.17271e-08 1.21803e-07 1.89764e-08 2.05828e-06 -1.51911e-07 -1.36997e-06 3.52466e-08 -1.19955e-06 -9.88335e-06 2.39085e-07 -3.82371e-07 4.12008e-07 9.46604e-06 -9.86479e-07 -1.56853e-06 3.80307e-06
internal_weight=0 120 95 69 45 3001 2959 42 2938 2918 2897 2870 2848 2812 2792 2763 2729 211 2518 191 2498 584 83 501 481 1914 41 459 439 98
internal_count=3121 120 95 69 45 3001 2959 42 2938 2918 2897 2870 2848 2812 2792 2763 2729 211 2518 191 2498 584 83 501 481 1914 41 459 439 98
is_linear=0
shrinkage=0.1


Tree=5657
num_leaves=31
num_cat=0
split_feature=394 1208 1208 1209 1213 0 12 1213 402 1213 1210 401 1185 403 1185 1213 1212 402 1210 403 13 3 401 1186 1210 52 4 1213 129 402
split_gain=1.07031e-07 8.97242e-08 1.69653e-07 2.40193e-07 1.0235e-07 3.68231e-07 5.30952e-07 2.39488e-07 1.33908e-07 6.1863e-07 3.65631e-07 1.51155e-07 1.08798e-07 4.02267e-07 1.28141e-07 1.22684e-07 1.56394e-06 1.08723e-06 4.94588e-07 1.98588e-07 1.62709e-07 1.95432e-07 2.04395e-07 1.61709e-07 1.32761e-07 1.27285e-06 7.59284e-07 1.72284e-07 1.48889e-07 3.25658e-07
threshold=0.15288500000000002 0.11531000000000001 0.10233500000000001 -0.097919999999999993 0.10675500000000002 -0.087084999999999982 0.087625000000000022 0.23509000000000002 -0.45015499999999992 -1.0000000180025095e-35 0.087415000000000007 -0.099524999999999988 0.08790000000000002 -0.081224999999999992 0.085905000000000009 -0.090764999999999985 -0.089544999999999986 0.11191000000000001 -0.076234999999999983 -0.5492149999999999 -0.010739999999999998 -0.081459999999999991 0.10076500000000001 -0.085584999999999981 -0.064344999999999999 0.088185000000000013 -0.081984999999999988 0.088500000000000009 -0.077709999999999987 0.099740000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 -6 -7 -8 9 -5 11 -10 14 -14 15 18 -17 19 -13 -18 21 -20 -23 -21 25 26 -25 28 -26 -30
right_child=-2 -3 -4 4 5 6 7 -9 10 -11 -12 12 13 -15 -16 16 17 -19 20 23 -22 22 -24 24 27 -27 -28 -29 29 -31
leaf_value=-1.1002408864442259e-05 6.1548538204598516e-06 -5.5919017352701711e-06 7.2398074031809758e-06 3.8275730745343964e-06 1.2656458564943649e-05 -1.4614601429911999e-05 1.3132116987435439e-05 -2.1538519321460983e-07 -7.189375364760053e-06 -1.8401769501083654e-05 1.2812874353006589e-05 -1.3622079013382035e-05 -1.4274290009305569e-05 4.2327420942456232e-06 8.0035986684379175e-06 2.245671677971381e-05 8.7866653232665102e-06 -1.8456951349321574e-05 -3.7425055222317297e-06 6.6552388590126706e-06 -5.8151491760582988e-06 1.2825459878513358e-05 3.8534728576321093e-07 6.465329806815135e-06 -7.3930807046857747e-06 2.4626999336099038e-05 -1.4318428731030509e-05 -7.7715301540592931e-06 -1.8126360966452613e-07 1.1294395342702047e-05
leaf_weight=20 28 29 32 31 29 20 20 41 30 21 22 33 23 24 20 31 26 32 31 36 32 25 28 39 28 22 32 30 2281 25
leaf_count=20 28 29 32 31 29 20 20 41 30 21 22 33 23 24 20 31 26 32 31 36 32 25 28 39 28 22 32 30 2281 25
internal_value=0 -5.57205e-08 -3.32194e-09 -7.97666e-08 -7.23907e-09 2.98688e-06 -4.75068e-07 4.16085e-06 -1.20731e-07 -5.14966e-06 -2.89749e-08 -1.28876e-07 -5.31739e-08 -4.82389e-06 2.83324e-08 -3.00731e-08 1.30935e-07 -1.4037e-07 -2.82017e-06 9.23142e-08 2.52791e-07 2.56439e-06 6.25332e-06 1.63905e-09 -9.58496e-08 3.61024e-06 -2.902e-06 -2.41647e-07 -1.44862e-07 -5.68527e-08
internal_weight=0 3093 3064 3032 3012 110 81 61 2902 52 2850 2828 2798 47 2751 2731 2582 2551 149 2519 116 84 53 2493 2457 93 71 2364 2334 2306
internal_count=3121 3093 3064 3032 3012 110 81 61 2902 52 2850 2828 2798 47 2751 2731 2582 2551 149 2519 116 84 53 2493 2457 93 71 2364 2334 2306
is_linear=0
shrinkage=0.1


Tree=5658
num_leaves=31
num_cat=0
split_feature=393 132 403 10 0 10 52 9 33 1 43 43 52 16 1372 457 1455 159 401 401 12 42 2 2 16 13 12 12 12 12
split_gain=9.47249e-08 1.59404e-06 2.27792e-06 8.46988e-08 9.53825e-07 1.00815e-06 2.28288e-07 9.57199e-08 5.96395e-07 2.6934e-07 9.04612e-08 3.79451e-07 7.01489e-07 7.79875e-07 5.15546e-07 3.34357e-07 2.18203e-07 3.30078e-07 2.11933e-07 2.66128e-07 6.77744e-07 4.02534e-07 4.19238e-07 1.35592e-06 6.86805e-07 3.26132e-07 4.5063e-07 5.81309e-07 4.37953e-07 4.24703e-07
threshold=0.10585500000000002 -0.083284999999999984 -0.078754999999999978 -0.011559999999999999 -0.10224499999999999 -0.086389999999999981 -0.049749999999999996 0.092235000000000011 -0.012019999999999998 0.13332000000000002 -0.088704999999999992 -0.085739999999999997 -0.016949999999999996 -0.012324999999999997 -0.077034999999999978 0.085360000000000005 0.080040000000000014 0.10668000000000001 0.11769000000000002 0.080710000000000018 0.090345000000000023 0.087885000000000019 0.090310000000000015 0.10097500000000002 0.0028900000000000006 -0.083764999999999992 0.090545000000000014 0.092755000000000018 0.087695000000000009 0.084405000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 -6 8 -5 -9 15 12 -12 -14 -13 16 17 18 19 21 -21 25 24 -24 -23 29 28 -28 -27 -10
right_child=1 2 -4 7 5 -7 -8 9 10 -11 11 14 13 -15 -16 -17 -18 -19 -20 20 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-2.0064424278189109e-05 2.3650320094020573e-05 1.4615635609516176e-05 -3.2540324891670021e-05 1.6883626973313291e-05 1.608525528742094e-06 1.9126215698634043e-05 -9.8176118029869044e-06 -1.303866406082932e-05 -6.5791217725046203e-08 3.3729187816788912e-06 3.834289475759891e-06 1.5936276940919925e-05 -4.0092961691178586e-06 -2.9863970253245499e-05 -1.8982388939402815e-07 1.1607299490512154e-05 9.8426111511192477e-06 -1.2501954277581717e-05 1.0437225801936057e-05 -1.8652923269731525e-05 5.6464325222226433e-06 -1.3551942374760982e-05 3.1438103494772146e-05 -3.2873244601492134e-06 1.2341151895747143e-05 2.1819337520024749e-06 -1.948438748968329e-05 -5.5692656259939103e-07 1.8268893372805907e-05 -1.9448738830760705e-05
leaf_weight=25 25 21 20 21 34 25 36 20 26 20 35 20 28 20 2263 29 24 20 21 24 22 20 22 23 21 110 20 86 20 20
leaf_count=25 25 21 20 21 34 25 36 20 26 20 35 20 28 20 2263 29 24 20 21 24 22 20 22 23 21 110 20 86 20 20
internal_value=0 3.74818e-06 -8.38727e-06 -8.09618e-08 -2.68499e-06 1.88854e-06 -4.26777e-06 2.55063e-08 9.26342e-08 -4.83287e-06 -3.00557e-08 -2.90019e-07 -6.9318e-06 -1.47821e-05 -4.85527e-08 1.18072e-06 5.49465e-07 5.92769e-08 6.36805e-07 1.39682e-07 -7.03149e-06 1.03608e-06 7.02506e-06 1.36896e-05 -2.89626e-07 -7.90348e-07 7.11047e-07 -4.12815e-06 4.65685e-06 -8.49316e-06
internal_weight=0 66 41 3055 120 95 70 2935 2895 40 2874 2366 83 48 2283 508 479 455 435 414 46 368 86 45 41 282 236 106 130 46
internal_count=3121 66 41 3055 120 95 70 2935 2895 40 2874 2366 83 48 2283 508 479 455 435 414 46 368 86 45 41 282 236 106 130 46
is_linear=0
shrinkage=0.1


Tree=5659
num_leaves=31
num_cat=0
split_feature=33 132 1185 393 50 2 2 12 403 399 9 15 2 131 131 131 16 13 15 480 481 130 2 4 402 1 479 1 480 12
split_gain=1.2055e-07 1.16055e-07 6.92014e-07 2.2665e-07 2.67095e-07 1.34384e-07 1.63244e-07 1.49888e-07 1.52725e-07 1.31254e-07 1.30825e-07 1.87166e-07 8.50575e-08 9.34811e-08 7.83638e-07 3.56217e-07 4.87828e-07 4.36761e-07 3.91681e-07 2.91083e-07 1.42172e-06 2.40151e-07 4.04881e-07 4.14046e-07 1.03946e-06 4.34722e-07 2.11748e-07 2.10259e-07 1.80372e-07 1.04346e-06
threshold=-0.009184999999999997 -0.083174999999999985 -0.083264999999999992 0.10483000000000002 0.09227500000000001 0.10497000000000002 0.090675000000000019 0.088435000000000014 -0.089609999999999981 0.088190000000000018 0.088235000000000022 -0.18895499999999996 -0.045829999999999989 0.090690000000000007 0.090175000000000019 0.09172000000000001 -0.40995499999999996 -0.077944999999999987 -0.013969999999999998 0.11191000000000002 -0.0050099999999999988 0.092225000000000015 0.094565000000000024 -0.067104999999999984 -1.0000000180025095e-35 0.10254500000000001 0.086465000000000014 0.078340000000000007 0.086930000000000021 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 8 -2 -10 12 -12 -4 14 19 -15 -17 18 -18 26 -21 22 23 24 27 -25 28 -19 -14 -30
right_child=1 2 10 -5 -6 -7 -8 -9 9 -11 11 -13 13 15 -16 16 17 21 -20 20 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-6.2049038968970928e-06 5.8877358653608974e-06 1.8319144804817848e-05 -4.5773949136673765e-06 -1.038341326561906e-05 -1.0126076720687841e-05 6.1029293029995262e-06 -6.6067557398241661e-06 7.604440460690294e-06 -9.3273243692237897e-06 1.2633561275585884e-06 4.1611067199237129e-07 1.2063467697358152e-05 -2.1113414489526667e-07 1.4569649802069761e-05 -1.9384077235632243e-05 -1.1324793955888405e-05 3.5686856854693201e-06 4.5549110183173978e-06 2.0256030870768883e-05 2.7566004503114529e-05 -9.2727582052082823e-06 8.2345796323763009e-06 9.0516982098165506e-06 9.8092273966309175e-06 -2.5270419136177229e-05 -4.8228343601092807e-06 -7.8495768015532779e-06 -7.6847494419780566e-06 1.9154389718778475e-05 -2.2503859914258663e-06
leaf_weight=31 21 21 40 29 27 35 36 27 25 22 37 22 2201 20 21 30 39 32 22 20 22 31 32 37 25 45 35 25 32 79
leaf_count=31 21 21 40 29 27 35 36 27 25 22 37 22 2201 20 21 30 39 32 22 20 22 31 32 37 25 45 35 25 32 79
internal_value=0 6.22521e-08 2.32758e-07 -2.1405e-06 -9.01926e-07 5.98388e-07 -8.72291e-07 1.30077e-06 -1.20216e-06 -4.36998e-06 9.93494e-08 4.75919e-06 7.37175e-10 6.73767e-08 -1.51049e-07 1.62479e-06 8.10647e-07 2.07476e-06 9.58707e-06 1.8015e-08 8.26951e-06 5.60269e-08 -1.23752e-06 -3.24517e-06 -8.26978e-06 1.77944e-06 -1.29647e-07 -8.13361e-07 -1.27795e-08 3.92036e-06
internal_weight=0 3090 2868 222 193 166 131 95 68 47 2847 59 2788 2748 2410 338 318 288 61 2389 42 227 196 164 82 82 2347 57 2312 111
internal_count=3121 3090 2868 222 193 166 131 95 68 47 2847 59 2788 2748 2410 338 318 288 61 2389 42 227 196 164 82 82 2347 57 2312 111
is_linear=0
shrinkage=0.1


Tree=5660
num_leaves=31
num_cat=0
split_feature=33 34 9 0 1204 1185 1186 1176 394 130 390 394 1429 1417 156 1428 475 156 46 1426 47 47 47 1446 0 0 402 15 15 43
split_gain=9.76453e-08 9.55724e-08 1.62112e-07 2.24178e-07 8.87806e-08 1.14564e-07 1.79145e-07 8.93798e-08 1.22597e-07 1.2963e-07 9.73101e-08 3.6397e-07 8.62286e-08 1.71174e-07 1.33217e-07 2.97724e-07 1.15785e-07 2.06344e-07 9.30865e-08 1.70797e-07 1.18552e-07 8.99147e-07 4.65903e-07 1.35021e-07 1.27076e-07 1.49345e-06 8.60354e-07 2.57432e-07 1.03162e-06 5.93023e-07
threshold=-0.009184999999999997 -0.112215 0.088235000000000022 -0.019414999999999998 0.053645000000000005 -0.10973499999999999 -0.092084999999999986 0.088135000000000005 -0.093064999999999981 0.0032450000000000001 0.088485000000000008 -0.087044999999999997 0.12521000000000002 -0.080324999999999994 0.3248100000000001 0.094820000000000015 -0.50059999999999982 -0.14064999999999997 0.084955000000000017 -0.021179999999999997 0.092165000000000011 0.088915000000000008 0.096475000000000019 0.11655500000000001 -0.083804999999999977 -0.084044999999999995 0.31115000000000004 -0.090644999999999989 -0.088749999999999982 0.0034250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -7 8 9 -8 11 -10 13 -13 15 16 -15 -18 19 -19 21 23 -22 24 25 27 -26 -21 -29 -30
right_child=1 2 3 -5 -6 6 7 -9 10 -11 -12 12 -14 14 -16 -17 17 18 -20 20 22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=-5.5844127429384491e-06 -6.5115283508599866e-06 -7.5888958872383232e-06 1.2462584584682191e-05 -6.7896547719741384e-07 5.5139957457240914e-06 7.8261979838159813e-06 -8.6560221324602676e-06 6.5901145984526015e-06 1.2553669259195096e-05 7.2395119227271957e-07 -6.974758671276504e-06 -8.9100907726705465e-06 6.4655100550226047e-06 7.4726100376665278e-06 -8.1862980732694268e-06 9.5941308430269614e-06 -1.0038182240567127e-05 -9.3636117162532181e-06 4.8273292433900924e-06 2.0279657488139128e-06 -1.4293045428205785e-05 1.9001562191988343e-05 -6.498933189839694e-07 -7.68848444552176e-06 3.7782878141545919e-07 -2.7836450281029106e-05 2.1294308480719338e-05 -1.7345680807442191e-05 6.835577839195725e-07 -7.7983224302538716e-06
leaf_weight=31 22 20 25 27 29 29 34 20 23 26 20 22 20 20 20 32 21 20 38 339 28 25 236 23 1175 20 20 38 623 95
leaf_count=31 22 20 25 27 29 29 34 20 23 26 20 22 20 20 20 32 21 20 38 339 28 25 236 23 1175 20 20 38 623 95
internal_value=0 5.60218e-08 1.03116e-07 5.63909e-06 7.66859e-09 -4.57909e-08 5.05578e-09 -7.21441e-08 -1.17807e-07 -4.59137e-06 -2.38907e-08 2.50936e-08 -7.72713e-08 -1.24089e-07 -5.4384e-08 4.69271e-09 -1.08083e-07 -1.64215e-07 -8.68446e-08 -1.57525e-07 -8.73035e-08 1.37689e-07 -2.09689e-06 -6.4453e-08 1.14573e-08 -7.56384e-07 7.27895e-07 -2.61771e-07 -1.28852e-06 -4.38697e-07
internal_weight=0 3090 3068 52 3016 2987 2967 2938 2918 60 2858 2838 2815 2795 2773 2753 2721 2701 2680 2642 2622 2358 264 2333 2310 1115 1195 1095 756 718
internal_count=3121 3090 3068 52 3016 2987 2967 2938 2918 60 2858 2838 2815 2795 2773 2753 2721 2701 2680 2642 2622 2358 264 2333 2310 1115 1195 1095 756 718
is_linear=0
shrinkage=0.1


Tree=5661
num_leaves=31
num_cat=0
split_feature=132 1185 1203 120 13 121 12 13 13 0 11 33 47 9 3 47 47 41 12 42 3 43 2 3 47 484 47 1419 12 51
split_gain=8.83127e-08 5.736e-07 1.94536e-07 8.72797e-08 1.72009e-07 1.11769e-06 8.32535e-07 1.56436e-07 3.13525e-07 2.06305e-07 1.62842e-07 3.20979e-07 1.25425e-07 1.01728e-06 2.21489e-06 8.60361e-07 2.08494e-07 1.90927e-07 3.47428e-07 1.83164e-07 1.70264e-07 3.82415e-07 2.93095e-07 2.07869e-07 3.03903e-07 2.91996e-07 2.14122e-07 1.49753e-07 4.49866e-07 2.94144e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.09852000000000001 0.24813000000000004 -0.085749999999999979 0.11201500000000002 0.19762500000000002 0.17001000000000002 0.18019500000000002 -0.011194999999999998 -0.012019999999999998 0.094160000000000008 0.088235000000000022 -0.13309499999999996 0.096850000000000006 0.091210000000000013 0.086565000000000017 0.08486500000000001 -0.0098899999999999978 0.099930000000000005 -0.04652499999999999 0.11704500000000001 -0.096099999999999977 0.11939500000000002 -0.075319999999999984 0.10980000000000002 0.086505000000000012 0.096395000000000022 -0.012244999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 -6 8 9 10 -7 -12 13 16 -15 -14 17 27 -19 -17 21 23 -22 -21 25 -25 -27 -13 29 -29
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leaf_value=-8.2075296034371345e-07 1.6614263093862021e-05 2.3768909350110335e-05 -9.8776097729569308e-06 -6.5560064535930001e-06 8.3299026809097797e-07 8.6621143163318432e-06 -2.2229904407140568e-05 -8.3556091670867641e-06 1.2585310926169769e-05 -1.0100168901772122e-05 -1.2005681196052883e-05 -1.8211839154167006e-07 2.0231479202929375e-05 9.1037376175033088e-06 -3.494924676124356e-05 8.3704543682800319e-06 1.0345781774958595e-05 1.6349306115444054e-05 -1.4965872026095894e-06 -8.2607899220538851e-06 1.2948840101315633e-05 -1.1249341499642975e-05 -1.5027237661039786e-06 -9.1432714523560007e-06 1.2411293579361883e-05 9.3351282475850891e-06 -2.71515864055957e-06 1.8820329742517236e-05 -7.3246259138283097e-06 3.0402584764454301e-06
leaf_weight=195 21 20 27 20 72 22 20 22 20 20 22 2183 24 21 25 26 20 20 24 23 23 36 36 27 23 30 29 21 22 27
leaf_count=195 21 20 27 20 72 22 20 22 20 20 22 2183 24 21 25 26 20 20 24 23 23 36 36 27 23 30 29 21 22 27
internal_value=0 1.47202e-07 -1.92226e-06 2.70461e-08 7.31137e-08 2.14599e-07 -4.18068e-06 4.30457e-08 1.10876e-07 1.86097e-08 9.40104e-08 2.31997e-08 1.2344e-07 -1.12552e-07 -1.48381e-05 2.13662e-06 1.79798e-07 9.12824e-08 6.61518e-06 4.20112e-07 -4.905e-07 -2.1135e-06 4.13094e-06 3.78087e-07 2.20097e-06 -5.29699e-07 3.41211e-06 -3.61262e-08 4.51674e-06 9.94404e-06
internal_weight=0 2899 222 2878 2858 2766 92 2746 2724 2704 2684 2662 2640 2363 46 277 2317 2297 44 253 227 168 59 132 109 86 59 2253 70 48
internal_count=3121 2899 222 2878 2858 2766 92 2746 2724 2704 2684 2662 2640 2363 46 277 2317 2297 44 253 227 168 59 132 109 86 59 2253 70 48
is_linear=0
shrinkage=0.1


Tree=5662
num_leaves=31
num_cat=0
split_feature=11 2 2 1375 481 43 1456 1456 481 49 2 1447 403 1447 160 15 399 1185 401 42 402 47 0 15 47 12 1375 51 133 52
split_gain=8.91149e-08 9.53544e-08 7.17131e-07 6.21586e-07 3.81713e-07 8.77202e-07 6.24634e-07 5.98251e-07 4.82956e-07 3.68905e-07 1.54661e-06 7.53369e-07 3.34725e-07 3.21642e-07 3.06386e-07 8.71691e-07 3.05701e-07 4.73119e-07 2.65729e-07 5.58922e-07 2.94886e-07 3.15725e-07 2.68242e-06 1.73762e-06 6.13978e-07 4.37052e-07 3.65861e-07 3.38668e-07 5.88069e-07 4.09659e-07
threshold=-0.072629999999999986 0.087675000000000017 0.087545000000000026 -0.15308499999999997 -0.087424999999999989 -0.077319999999999986 0.090820000000000026 0.085790000000000019 -0.081614999999999979 0.08610000000000001 0.086375000000000021 -0.085709999999999995 -0.5425549999999999 0.0071200000000000005 -0.53327999999999987 0.095175000000000023 0.091580000000000009 -0.014244999999999999 -0.46360499999999999 0.11603500000000001 0.12389500000000002 0.092165000000000011 -0.10224499999999999 -0.10324499999999999 0.088555000000000009 0.088725000000000012 0.08401500000000002 -0.085164999999999977 0.085265000000000021 -0.15275999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 -6 11 -11 -10 -13 14 15 -3 17 -14 -19 20 21 24 -23 -24 26 -25 27 28 -20 -29
right_child=1 13 -4 4 6 -7 -8 -9 9 10 -12 12 16 -15 -16 -17 -18 18 19 -21 -22 22 23 25 -26 -27 -28 29 -30 -31
leaf_value=-6.4923094842448516e-06 -1.5589818318062498e-05 5.4700694272469267e-06 1.8560851816056874e-05 4.3259284041141653e-06 1.3149702908776817e-05 -1.968676070599282e-05 1.8539528246037664e-05 -1.5252938073504282e-05 -1.6561785990304017e-05 -1.1544501479544454e-06 3.1318709397964993e-05 -1.0789719184685966e-05 -1.4612086868055487e-05 1.0161479238896781e-05 -4.3213886002830302e-07 -2.4054351983977542e-05 1.0543100935933581e-05 -9.9632907883708632e-06 7.9358268688555325e-07 1.3212648164463226e-05 -8.3200110985412077e-06 -3.1727530555751103e-05 2.5491613875298454e-05 -1.5270912183990257e-05 1.866913112064053e-05 5.9034104337960872e-07 1.3506951040653804e-05 1.4735910435379282e-05 -1.9230301871754241e-05 1.1681429107174825e-06
leaf_weight=21 24 20 22 32 32 29 20 23 26 55 20 25 20 28 1610 20 32 22 44 37 35 27 27 23 21 71 24 23 22 686
leaf_count=21 24 20 22 32 32 29 20 23 26 55 20 25 20 28 1610 20 32 22 44 37 35 27 27 23 21 71 24 23 22 686
internal_value=0 4.39839e-08 6.46454e-07 3.64942e-07 6.43223e-07 -7.08994e-06 1.00195e-06 7.31097e-07 1.02012e-06 7.07095e-07 7.50506e-06 2.69458e-07 6.53665e-07 -4.66572e-07 -6.46927e-07 -9.29214e-06 9.10474e-07 6.2559e-07 9.12552e-07 1.14262e-06 6.97363e-07 1.0234e-06 -3.22761e-06 3.13187e-06 1.79066e-06 -3.2906e-06 1.34705e-06 9.70481e-07 -5.88105e-06 1.60828e-06
internal_weight=0 3100 1422 1400 1376 61 1315 1295 1272 1240 75 1165 1139 1678 1650 40 1114 1082 1062 1040 1003 968 148 121 820 94 799 775 66 709
internal_count=3121 3100 1422 1400 1376 61 1315 1295 1272 1240 75 1165 1139 1678 1650 40 1114 1082 1062 1040 1003 968 148 121 820 94 799 775 66 709
is_linear=0
shrinkage=0.1


Tree=5663
num_leaves=31
num_cat=0
split_feature=1453 1447 4 403 159 0 393 132 482 1455 1455 160 1455 1447 479 0 481 480 152 16 1453 50 50 16 475 157 484 2 131 157
split_gain=9.29422e-08 1.36752e-07 6.75777e-07 3.55998e-07 3.18754e-07 1.53812e-07 9.45925e-08 1.58552e-06 9.41901e-08 1.25695e-07 4.56525e-07 3.02784e-07 2.03415e-07 1.59705e-07 3.67642e-07 3.33529e-07 2.49613e-07 2.12159e-07 2.53018e-07 2.37568e-07 1.36914e-07 2.546e-07 1.67975e-07 1.89719e-07 2.6223e-07 1.1754e-07 7.9865e-07 7.45926e-07 6.77092e-07 5.36927e-07
threshold=-0.087504999999999986 -0.086359999999999978 -0.080094999999999986 -0.57146499999999989 -0.092414999999999983 -0.091354999999999978 0.10585500000000002 -0.083284999999999984 0.12191 -0.097209999999999977 -0.076939999999999995 -0.0080249999999999991 -0.018454999999999996 -0.082824999999999982 0.10713500000000002 -0.082009999999999986 -0.15265499999999996 0.10272000000000002 0.087525000000000006 -0.026164999999999997 -0.079499999999999987 -0.4686749999999999 -0.23848499999999997 0.63636000000000015 0.12518500000000002 -0.087424999999999989 0.08764000000000001 0.10402500000000002 0.087205000000000019 -0.086394999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -4 8 -8 9 11 -11 -5 -12 15 16 -14 -15 18 20 -19 -18 -22 -23 24 25 26 27 28 -24 -27
right_child=1 3 4 6 -6 -7 7 -9 -10 10 12 -13 13 14 -16 -17 17 19 -20 -21 21 22 23 -25 -26 29 -28 -29 -30 -31
leaf_value=-4.9821417596339835e-06 1.8722151814828342e-05 -1.3356496538108331e-05 -1.5367664960173162e-06 -1.4520383956551086e-05 -8.8457693436794216e-06 1.0428124831336886e-05 2.3491660576837604e-05 -8.7689931042871482e-06 6.1849196792233378e-06 1.1670640856898514e-05 -8.7981355372229934e-06 1.9873533165082336e-06 2.2131201149022673e-07 -1.0682834532748199e-05 1.2108234654078842e-05 -1.5341631973613057e-05 8.0347981219390588e-06 1.4947443717119313e-05 -1.0776456904502332e-05 -4.6580267394347179e-07 -1.1311419593766915e-05 6.5279502800526999e-06 1.2986962913097894e-05 -8.2710330161717135e-06 1.0196715891652276e-05 1.4347994855457868e-05 -2.1385438129755132e-05 -1.2543734689340152e-05 -8.9813798695104193e-06 -1.0246187460702299e-07
leaf_weight=37 23 20 21 20 30 22 25 39 24 33 27 25 40 22 25 21 21 20 22 20 20 39 47 28 25 26 20 30 20 2329
leaf_count=37 23 20 21 20 30 22 25 39 24 33 27 25 40 22 25 21 21 20 22 20 20 39 47 28 25 26 20 30 20 2329
internal_value=0 5.97719e-08 3.77482e-06 -5.95872e-08 -9.34609e-07 4.58481e-06 3.00146e-08 3.83282e-06 -5.37939e-08 -1.05783e-07 -2.25508e-08 -5.34942e-06 -1.60265e-07 -7.62209e-08 3.75124e-08 -5.13642e-06 -7.47107e-08 1.27953e-08 -9.72621e-08 7.24082e-06 -7.07316e-09 -7.24289e-08 1.52387e-08 -8.53537e-08 6.43609e-09 -9.66209e-08 -3.19027e-06 5.61316e-07 6.42925e-06 5.70761e-08
internal_weight=0 3084 96 2988 73 43 2968 64 2904 2880 2835 45 2802 2775 2714 61 2689 2667 2627 40 2605 2584 2564 2525 2497 2472 117 97 67 2355
internal_count=3121 3084 96 2988 73 43 2968 64 2904 2880 2835 45 2802 2775 2714 61 2689 2667 2627 40 2605 2584 2564 2525 2497 2472 117 97 67 2355
is_linear=0
shrinkage=0.1


Tree=5664
num_leaves=31
num_cat=0
split_feature=132 393 393 50 2 16 12 52 2 9 9 34 104 3 41 11 12 41 13 13 13 52 51 0 16 13 2 13 13 13
split_gain=1.03881e-07 5.71842e-07 2.27598e-07 2.11731e-07 1.15158e-07 1.59759e-07 2.51842e-07 1.50036e-07 1.76347e-07 9.38142e-08 3.3095e-07 1.74516e-07 2.28695e-07 1.54471e-07 1.46893e-07 1.90786e-07 4.12185e-07 3.57492e-07 3.02998e-07 1.11046e-07 5.18154e-07 3.20981e-07 3.194e-07 4.84916e-07 2.95581e-07 2.37196e-07 5.3211e-07 3.30955e-07 3.21329e-07 3.03814e-07
threshold=-0.083174999999999985 0.12069000000000002 0.10483000000000002 0.09227500000000001 0.10497000000000002 -0.095094999999999985 0.10866500000000003 0.087435000000000013 0.085485000000000019 0.092410000000000006 0.088235000000000022 -0.097449999999999981 0.086600000000000024 -0.014944999999999998 1.0000000180025095e-35 0.081365000000000007 0.084735000000000019 0.082095000000000015 -0.15078499999999997 -0.13710499999999998 -0.28558999999999996 0.11434500000000002 0.095375000000000015 -0.075934999999999989 -0.088909999999999989 -0.10278499999999999 0.089885000000000007 -0.097984999999999989 -0.096404999999999991 -0.093219999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 5 -1 7 8 -7 10 11 -2 14 -11 19 16 17 -16 -17 20 21 22 23 24 -13 26 -21 -27 -29 -30
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 13 -12 12 -14 -15 15 18 -18 -19 -20 25 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-8.4366641401530885e-06 8.7394954947661115e-06 1.6601456661105441e-05 -1.0344978449179978e-05 -9.0563731983247971e-06 5.587721213617313e-06 5.5820930305748743e-06 1.0571116329553359e-05 -7.8207905129669669e-06 -5.4842035145460014e-06 -6.9036882740226282e-07 -1.1728447031818708e-05 -9.1200304458046357e-06 -1.0162443064390656e-05 1.0597939235879041e-05 9.9073124639896089e-06 5.8621317583112452e-06 1.7148608462017969e-05 -4.8733201790835463e-06 -1.1144508939651133e-05 -3.5056104869519393e-06 -1.6544605500959498e-05 1.0458853838550252e-05 7.2018755890894677e-06 -1.835489291062748e-05 5.6619574193504268e-06 -1.2267408254212405e-05 1.9285623784526253e-05 1.2369460386079957e-05 -7.7677880599367197e-06 1.0989047838385797e-07
leaf_weight=23 23 21 29 27 35 36 21 27 24 27 24 24 22 22 30 22 24 36 20 21 23 23 25 22 31 22 20 21 50 2346
leaf_count=23 23 21 29 27 35 36 21 27 24 27 24 24 22 22 30 22 24 36 20 21 23 23 25 22 31 22 20 21 50 2346
internal_value=0 1.59645e-07 -2.08483e-06 -8.43671e-07 4.9213e-07 -8.69288e-07 7.42283e-07 -1.63019e-06 1.15557e-06 3.96736e-08 -3.54662e-08 6.45807e-08 -7.13863e-09 4.37785e-06 7.38094e-08 3.32896e-06 5.92607e-06 1.84515e-06 -2.23627e-06 -8.96914e-08 -2.75063e-06 -2.12537e-07 -2.61883e-06 -5.80737e-06 -7.88365e-07 6.91065e-08 7.61206e-06 -5.76919e-08 5.34432e-08 -5.45018e-08
internal_weight=0 2899 222 193 166 131 108 87 60 2878 2829 2805 2782 49 2760 132 90 66 42 2628 148 125 102 77 55 2480 41 2439 2417 2396
internal_count=3121 2899 222 193 166 131 108 87 60 2878 2829 2805 2782 49 2760 132 90 66 42 2628 148 125 102 77 55 2480 41 2439 2417 2396
is_linear=0
shrinkage=0.1


Tree=5665
num_leaves=31
num_cat=0
split_feature=390 42 130 12 132 132 1203 133 2 9 10 34 2 9 4 9 4 4 4 4 151 1456 2 2 0 147 12 16 4 12
split_gain=9.35462e-08 3.02007e-07 8.75707e-08 2.5051e-07 8.25991e-08 4.84637e-07 1.82377e-07 9.08976e-08 1.02428e-07 8.98752e-08 2.99303e-07 5.86337e-07 1.99493e-07 1.4364e-07 1.06159e-07 1.24363e-07 1.51655e-06 1.57711e-07 1.91857e-06 8.84898e-07 3.37864e-07 3.13864e-07 4.46824e-07 8.78338e-07 8.05433e-07 5.1459e-07 4.06353e-07 4.56433e-07 3.85687e-07 5.42618e-07
threshold=0.087590000000000015 -0.018024999999999996 -0.23647499999999996 0.23631000000000002 -0.083174999999999985 -0.050879999999999988 0.089005000000000015 -0.50375999999999987 0.089775000000000008 0.092410000000000006 0.053330000000000009 -0.028109999999999996 -0.090999999999999984 0.10750500000000002 0.62931500000000018 -0.013509999999999999 0.053180000000000012 0.053180000000000012 0.042705000000000007 0.057560000000000007 0.092070000000000013 -0.081594999999999987 0.10402500000000002 0.10644500000000001 -0.14920999999999998 0.091170000000000015 0.096475000000000019 -0.11676499999999999 0.23246000000000003 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 -4 8 -7 10 12 -12 -9 -11 15 16 -14 18 -17 -19 21 -21 24 -24 -23 -25 27 28 29 -26
right_child=1 -3 3 -5 5 7 -8 9 -10 13 11 -13 14 -15 -16 17 -18 19 -20 20 -22 22 23 25 26 -27 -28 -29 -30 -31
leaf_value=-6.6653186200937849e-06 1.3423618037493379e-05 -2.322901801907674e-06 -9.3657944696109275e-07 1.0605735873138077e-05 1.419006201975511e-05 8.3148849004946567e-06 -1.0022254064551818e-05 8.6175120783921619e-06 -8.7719195081800467e-07 1.0576254775003235e-05 -2.0379139702223862e-05 3.5452503652777523e-06 1.7071725872148436e-05 -1.0113192966736793e-06 -6.6704981873044747e-06 -2.6841500109058614e-07 -1.3924650693297737e-05 1.6443885447693497e-05 -2.6628259430643607e-05 -1.0100976993271617e-05 -1.137284276637729e-05 2.4550789412387533e-05 -2.0074030651978156e-05 -6.6569763271873099e-07 -1.0269243215788038e-05 1.4683206124270025e-05 -6.994629031044409e-06 1.9616933179804619e-05 1.3505703052784237e-05 1.0132056129143827e-05
leaf_weight=20 21 29 190 22 24 27 25 26 22 20 21 20 38 23 25 1991 27 36 28 25 24 20 22 243 32 24 31 20 23 22
leaf_count=20 21 29 190 22 24 27 25 26 22 20 21 20 38 23 25 1991 27 36 28 25 24 20 22 243 32 24 31 20 23 22
internal_value=0 4.29064e-06 -6.98514e-08 -2.66166e-08 -1.03841e-07 4.05021e-08 -1.99305e-06 -8.12146e-08 4.18783e-06 -1.57531e-07 -2.29821e-07 -8.70871e-06 -9.89839e-08 4.37825e-06 -1.85122e-07 -1.22906e-07 4.19631e-06 -2.33394e-07 -6.3398e-07 1.316e-06 1.95417e-07 7.96366e-07 1.41978e-06 -8.68499e-07 5.88812e-06 7.13979e-07 2.97208e-06 6.15731e-06 2.66131e-06 -1.9576e-06
internal_weight=0 50 3071 3051 3029 2814 215 2790 49 2741 2698 41 2657 43 2631 2606 65 2541 2019 522 486 462 437 289 148 267 128 97 77 54
internal_count=3121 50 3071 3051 3029 2814 215 2790 49 2741 2698 41 2657 43 2631 2606 65 2541 2019 522 486 462 437 289 148 267 128 97 77 54
is_linear=0
shrinkage=0.1


Tree=5666
num_leaves=31
num_cat=0
split_feature=151 1374 42 151 142 11 33 150 447 447 9 15 43 43 457 1374 1374 151 483 482 159 49 4 1 16 157 12 1455 3 129
split_gain=8.35321e-08 1.05851e-07 4.49621e-07 1.0616e-07 2.76932e-07 1.99713e-07 2.14035e-07 1.15817e-07 3.09264e-07 1.15574e-07 1.06053e-07 1.59885e-07 9.46757e-08 8.21439e-07 5.43057e-07 5.76065e-07 5.323e-07 4.55624e-07 3.52459e-07 8.34539e-07 6.97533e-07 4.36065e-07 5.2591e-07 4.54372e-07 6.57889e-07 4.43083e-07 4.36308e-07 3.73599e-07 3.57974e-07 1.32242e-06
threshold=0.29373000000000005 -0.096434999999999979 0.083795000000000022 0.13340000000000005 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.12640500000000002 0.094005000000000019 0.091025000000000009 0.088235000000000022 -0.23032499999999997 -0.082389999999999977 -0.08287499999999999 0.085360000000000005 0.086765000000000023 0.088035000000000016 0.06617000000000002 0.10143000000000001 0.090355000000000005 0.11058000000000003 -0.011279999999999997 -0.0086549999999999978 0.10658000000000002 -0.015314999999999997 -0.081579999999999986 0.083535000000000012 0.078065000000000009 -0.095524999999999985 0.086095000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -7 8 9 10 12 -12 13 14 15 18 17 -14 19 20 21 22 25 27 -25 -8 -27 28 29 -23
right_child=-2 3 -4 -5 5 6 7 -9 -10 -11 11 -13 16 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-1.3172101198169577e-05 6.0042164952155083e-06 1.1011650784839929e-05 6.6101301126764164e-06 -6.5966493176953621e-06 -8.4092220268822923e-06 -9.1379521400085644e-06 1.0274160725505984e-05 -6.3654684237445943e-06 1.1764244450403012e-05 -7.2691085525396677e-06 3.9305358340617905e-07 1.1661029335527929e-05 -2.7105322677801462e-07 2.0088244640316009e-05 1.4139089035682316e-05 1.4266912020738582e-05 -1.5730321150509882e-05 1.2353246987411944e-05 -1.3380257145659665e-05 1.7339311450716476e-05 -1.7311147385044023e-05 -7.3770216701930533e-07 -1.5665689033994568e-05 1.7756816365969522e-05 -4.1928316022676886e-06 3.2880915384225775e-06 -1.2377898683553213e-05 1.0744557163964905e-05 -3.3399824255714494e-06 2.6198351265060451e-05
leaf_weight=27 23 23 20 24 28 25 24 27 23 21 34 20 2015 22 28 27 22 29 21 26 25 138 36 36 22 32 40 30 232 21
leaf_count=27 23 23 20 24 28 25 24 27 23 21 34 20 2015 22 28 27 22 29 21 26 25 138 36 36 22 32 40 30 232 21
internal_value=0 -4.45803e-08 -4.75413e-06 2.79693e-08 8.04935e-08 -3.20045e-09 7.58885e-08 1.53945e-07 2.14145e-07 1.22573e-07 1.7647e-07 4.56638e-06 9.25866e-08 1.0469e-06 4.79273e-07 -5.94239e-08 -2.58468e-07 -9.19413e-08 -6.25765e-07 -2.21166e-07 -9.39048e-07 -2.69158e-07 -5.3582e-06 1.13325e-06 9.43109e-06 -1.49289e-06 -5.41524e-06 -9.92097e-09 -8.35073e-07 2.81989e-06
internal_weight=0 3098 47 3051 3027 3004 2976 2951 2924 2901 2880 54 2826 760 738 710 2066 2044 683 662 636 611 132 479 58 96 72 421 391 159
internal_count=3121 3098 47 3051 3027 3004 2976 2951 2924 2901 2880 54 2826 760 738 710 2066 2044 683 662 636 611 132 479 58 96 72 421 391 159
is_linear=0
shrinkage=0.1


Tree=5667
num_leaves=31
num_cat=0
split_feature=10 16 16 0 10 11 142 1 2 45 1454 133 51 4 1454 1455 1453 1456 15 483 1455 483 482 484 1429 1429 484 12 1370 482
split_gain=9.73658e-08 8.50334e-07 1.46083e-06 2.09076e-07 2.15523e-07 1.20929e-07 1.17933e-07 1.19116e-07 1.65468e-07 1.14257e-07 1.10652e-07 4.71821e-07 7.69944e-07 4.54598e-07 2.42468e-07 1.37005e-07 5.30195e-07 1.74306e-07 6.30814e-07 3.42885e-07 1.61864e-07 1.74004e-07 2.12847e-07 3.31369e-07 1.74216e-07 2.58735e-07 1.80177e-07 1.00599e-06 5.04281e-07 3.13391e-07
threshold=-0.011559999999999999 -0.056919999999999991 -0.084119999999999986 -0.10836499999999999 -0.38124499999999995 -1.0000000180025095e-35 -0.057499999999999989 0.15799000000000005 0.15609500000000001 0.084355000000000013 0.081220000000000014 0.090310000000000015 -0.10316499999999999 -0.074729999999999977 0.093640000000000015 0.098910000000000012 -0.077384999999999995 -0.11085999999999999 0.089165000000000008 0.041590000000000009 0.090705000000000022 0.11832500000000001 0.10022500000000002 0.11803500000000001 0.11475 0.091545000000000015 0.091180000000000011 0.083935000000000023 1.0000000180025095e-35 0.080200000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2 -7 8 9 10 15 12 -12 -14 -15 17 -17 18 19 -8 21 22 23 24 25 26 28 -28 29 -19
right_child=5 -3 -4 4 -6 6 7 -9 -10 -11 11 -13 13 14 -16 16 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=7.5456000331541878e-06 7.6735784378321287e-06 1.0065384275827051e-05 -3.1894356256998433e-05 2.8812719028792348e-06 -1.1174431629494091e-05 -7.2361345535847995e-06 -1.0146427429508944e-05 -7.2181860725157271e-06 9.0123778569423373e-06 5.8669461121580226e-06 -2.2847454073642093e-05 8.3798942356342231e-06 -1.4046488681544916e-05 -4.390390769472244e-06 7.0641006297072246e-06 5.8846342608376298e-06 -1.7141337066277627e-05 3.1832892734494049e-08 1.8724837782033518e-05 7.5272599425651214e-06 8.8830605818657208e-06 -6.5610346336979883e-06 9.0010049866072633e-06 -1.1619488418546098e-05 8.0307212556363087e-06 -8.5651297354161222e-06 -3.5755047510364668e-06 2.3339334291536253e-05 -1.5347497095977554e-05 7.3523267264855952e-06
leaf_weight=20 21 36 20 20 24 22 23 22 21 34 21 31 23 33 42 20 20 2308 23 21 21 39 27 24 28 34 41 21 21 60
leaf_count=20 21 36 20 20 24 22 23 22 21 34 21 31 23 33 42 20 20 2308 23 21 21 39 27 24 28 34 41 21 21 60
internal_value=0 -2.79319e-06 -8.304e-06 -9.32014e-07 -4.78548e-06 1.11683e-07 5.83943e-08 1.12647e-07 1.67578e-07 1.03859e-07 3.58466e-08 -2.60853e-06 -5.47106e-06 -1.74755e-06 2.02412e-06 1.81089e-07 -5.62835e-06 2.67443e-07 5.30412e-06 -1.71126e-06 1.38838e-07 6.82934e-08 1.69129e-07 7.51363e-08 1.86824e-07 9.8442e-08 2.18622e-07 5.54081e-06 8.04992e-08 2.17318e-07
internal_weight=0 120 84 64 44 3001 2980 2958 2936 2915 2881 150 119 98 75 2731 40 2691 67 44 2624 2603 2564 2537 2513 2485 2451 62 2389 2368
internal_count=3121 120 84 64 44 3001 2980 2958 2936 2915 2881 150 119 98 75 2731 40 2691 67 44 2624 2603 2564 2537 2513 2485 2451 62 2389 2368
is_linear=0
shrinkage=0.1


Tree=5668
num_leaves=31
num_cat=0
split_feature=1453 1447 481 1446 1447 2 2 160 399 1209 1185 1456 160 1213 4 401 402 133 1210 1210 52 15 403 2 1 2 475 1374 42 48
split_gain=8.44467e-08 1.09422e-07 6.41807e-07 3.29361e-07 3.08335e-07 9.18683e-08 7.32493e-07 4.58858e-07 4.01677e-07 3.95194e-07 3.92536e-07 3.556e-07 3.21639e-07 3.01232e-07 1.17791e-06 8.35555e-07 2.81745e-07 4.56508e-07 6.27947e-07 2.89455e-07 1.08319e-06 1.12137e-06 4.36698e-07 2.73531e-07 1.85213e-06 7.46071e-07 7.66063e-07 8.62115e-07 7.08954e-07 3.95342e-07
threshold=-0.087504999999999986 -0.086359999999999978 -0.081334999999999977 0.037915000000000011 -0.084894999999999984 0.08622500000000001 0.085955000000000018 -0.53908999999999996 0.091580000000000009 -0.080689999999999984 -0.014244999999999999 0.084415000000000004 -0.54512499999999997 -0.084134999999999988 -0.077999999999999986 0.11655000000000001 -0.46726499999999999 0.51114000000000004 0.10944500000000001 -0.00092999999999999995 0.10263500000000002 0.088345000000000021 -0.41534499999999991 0.096325000000000008 0.089875000000000024 0.095195000000000016 -0.086279999999999982 0.081125000000000017 0.083595000000000017 0.086125000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 7 -6 10 -7 -9 -12 -11 14 -14 16 -15 18 19 20 21 -18 -21 24 25 26 28 29 -24 -28
right_child=1 4 3 -5 5 9 -8 8 -10 12 11 -13 13 15 -16 -17 17 -19 -20 22 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.7489813885083608e-06 1.3481686077236527e-05 -9.000142790981906e-06 5.1219326792306679e-06 -1.003071060594607e-05 -1.3603435496881267e-05 -1.3123631401867898e-05 1.7044108460174389e-05 -1.3524962264455099e-05 1.228074489098429e-05 9.2863515172731638e-06 3.3432806869399065e-07 1.2649776234259967e-05 1.9134168619038484e-05 1.0281375440020686e-05 -3.1554526739193648e-06 -2.1038024281807567e-05 -1.4270353146628169e-06 -1.2651544256509477e-05 1.637868648768662e-05 -1.4586232235002251e-05 -1.2409077299664553e-05 3.165871431909701e-05 -2.4011779487409517e-07 4.0847741494761552e-07 -2.5391717743290923e-05 -1.9043843423622258e-05 1.3425920085664627e-06 2.0662520258459458e-05 -2.6866298976528925e-05 -6.1303792098646352e-06
leaf_weight=37 38 38 26 32 23 24 27 20 29 35 1015 24 37 24 66 20 20 31 22 23 21 21 20 885 33 22 380 21 20 87
leaf_count=37 38 38 26 32 23 24 27 20 29 35 1015 24 37 24 66 20 20 31 22 23 21 21 20 885 33 22 380 21 20 87
internal_value=0 5.69778e-08 3.38012e-06 -3.23815e-06 -4.97899e-08 6.55028e-08 7.69677e-07 3.74168e-07 6.69651e-07 -3.76743e-07 3.51689e-07 6.18804e-07 -2.05644e-07 -3.95159e-07 4.8515e-06 -7.22678e-07 -4.7341e-07 -6.34129e-07 -3.97595e-07 -6.3525e-07 6.0597e-06 1.55193e-05 -9.13646e-07 -6.99429e-07 -2.38124e-06 -1.00061e-06 -2.48813e-07 8.41711e-07 -1.35532e-05 -4.95889e-08
internal_weight=0 3084 96 58 2988 2950 1138 1111 1088 1812 1059 1039 1788 1753 103 1650 1630 1606 1575 1553 62 41 1491 1468 583 550 528 488 40 467
internal_count=3121 3084 96 58 2988 2950 1138 1111 1088 1812 1059 1039 1788 1753 103 1650 1630 1606 1575 1553 62 41 1491 1468 583 550 528 488 40 467
is_linear=0
shrinkage=0.1


Tree=5669
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 1209 1209 403 3 403 131 131 12 0 132 403 132 104 11 9 3 10 133 2 158 1455 2 132 1203 1204 50 393
split_gain=9.8288e-08 1.21782e-07 1.89254e-07 1.09739e-07 1.18472e-07 8.82316e-08 6.16496e-07 9.22642e-08 1.0131e-07 1.33448e-07 2.80356e-07 1.45241e-07 1.23126e-07 2.21201e-07 1.51844e-07 1.51491e-07 2.07765e-07 2.17491e-07 6.58874e-07 4.19921e-07 5.95907e-07 1.74026e-07 1.44944e-07 1.80359e-07 5.58533e-07 1.41623e-07 2.39068e-06 1.38132e-06 4.84753e-07 4.74671e-07
threshold=0.11531000000000001 0.10233500000000001 -0.097919999999999993 -0.087714999999999987 -0.074484999999999982 -0.52445499999999989 -0.085709999999999995 -0.44023999999999991 0.13767000000000004 0.11669000000000002 0.099100000000000008 -0.077639999999999987 0.11297500000000001 -0.34918499999999997 0.10859000000000001 0.088500000000000009 -0.011194999999999998 0.092235000000000011 -0.13309499999999996 0.0036750000000000007 0.087170000000000011 -0.045829999999999989 -0.14117999999999997 0.10861000000000001 0.093840000000000021 -0.083284999999999984 0.089480000000000018 -0.081919999999999979 0.090390000000000012 0.10585500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -7 9 12 11 -11 13 -9 15 16 -15 19 -19 21 -21 -18 23 24 -23 26 28 -27 -24 -29
right_child=-2 -3 3 4 5 7 -8 8 -10 10 -12 -13 -14 14 -16 -17 17 18 -20 20 -22 22 25 -25 -26 27 -28 29 -30 -31
leaf_value=-9.7056293088826362e-06 -5.7946062058582705e-06 6.1913786382206126e-06 6.4008515302568281e-06 -5.4786917108009598e-06 -6.3254590511658334e-06 -5.2614401487048649e-06 1.5467441131477243e-05 1.0069102786887511e-05 -7.0362620772357338e-06 3.6594996518466539e-06 -4.9735910397430413e-06 1.5566758973477588e-05 -5.72530362980025e-06 9.6806052841781245e-06 8.6833654268048129e-06 -8.7330735641444332e-06 -7.5662860786730062e-06 6.7516044452986534e-06 -1.7390680661194964e-05 2.1318035143477492e-05 -2.5319138512713837e-06 -1.0670831201196052e-05 8.1263772758135144e-07 -1.0638200264371076e-05 8.4694255600615803e-06 -2.0419253781834745e-05 3.457760785208631e-05 2.9447745704848834e-08 -1.5377149126531245e-05 1.3368877151791554e-05
leaf_weight=20 29 32 27 39 27 33 25 22 20 21 20 20 37 22 20 20 31 20 26 22 20 30 155 28 31 33 21 2222 21 27
leaf_count=20 29 32 27 39 27 33 25 22 20 21 20 20 37 22 20 20 31 20 26 22 20 30 155 28 31 33 21 2222 21 27
internal_value=0 5.43495e-08 -9.82854e-09 5.39596e-08 -2.91594e-09 6.88915e-08 4.1519e-06 -3.76981e-09 5.62867e-08 1.05729e-07 4.733e-06 9.46792e-06 5.20817e-09 8.17253e-08 1.7972e-09 -6.18273e-08 2.19072e-09 -7.7052e-08 -6.89403e-06 4.16838e-08 9.96092e-06 -1.18612e-07 -2.87059e-08 -3.99373e-06 -9.43815e-07 1.13645e-07 2.68613e-06 -1.08432e-07 -1.1191e-06 1.89592e-07
internal_weight=0 3092 3060 3040 3013 2974 52 2922 2889 2869 61 41 2808 2771 2749 2729 2709 2687 46 2641 42 2599 2568 89 61 2479 197 2282 176 2249
internal_count=3121 3092 3060 3040 3013 2974 52 2922 2889 2869 61 41 2808 2771 2749 2729 2709 2687 46 2641 42 2599 2568 89 61 2479 197 2282 176 2249
is_linear=0
shrinkage=0.1


Tree=5670
num_leaves=31
num_cat=0
split_feature=1429 156 1425 1426 447 48 147 48 1 13 16 3 34 104 34 106 9 13 2 16 149 45 13 133 133 13 159 133 13 0
split_gain=8.34875e-08 2.83784e-07 1.20801e-07 1.06016e-07 1.08509e-07 1.75929e-07 6.36615e-07 1.4905e-07 2.48643e-07 2.56546e-07 2.72536e-07 1.30867e-07 1.2109e-07 2.09955e-07 1.49176e-07 4.20896e-07 4.0731e-07 7.54895e-07 2.2159e-07 6.34614e-07 1.27055e-07 1.26417e-07 1.07536e-07 7.93465e-07 1.14875e-06 4.47982e-07 8.71989e-07 1.46806e-06 6.84916e-07 4.39321e-07
threshold=-0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 0.088380000000000014 -0.072824999999999987 0.093875000000000014 -0.031249999999999997 0.10684 -0.082904999999999993 -0.0048099999999999992 -0.083924999999999986 -0.097449999999999981 0.083745000000000014 -0.057544999999999992 0.08784500000000002 0.091600000000000015 -0.0039049999999999992 -1.0000000180025095e-35 -0.056919999999999991 0.091325000000000003 0.094030000000000016 -0.084034999999999985 0.11524500000000001 0.10466000000000002 -0.081829999999999986 -0.08569499999999998 0.088625000000000009 -0.081224999999999978 -0.082394999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 11 8 9 -2 -11 -6 -9 14 15 -14 18 -18 19 -16 21 22 23 24 -20 26 -24 29 -27 -28
right_child=1 -3 -4 -5 5 -7 -8 12 -10 10 -12 -13 13 -15 16 -17 17 -19 20 -21 -22 -23 25 -25 -26 28 27 -29 -30 -31
leaf_value=-6.1385191656881945e-06 9.5671744529681762e-06 1.1916923322132788e-05 -7.1004868004820316e-06 7.2787417684594402e-06 6.1234617857865358e-06 2.7265055568052284e-06 -2.1151931650820189e-05 6.1663974138941887e-06 1.3890701702621301e-05 -9.3403908587268763e-06 5.7298908272752584e-06 -5.1792280601148382e-06 1.4371634372764675e-05 -1.0079372573489397e-05 -5.069277657249976e-06 -4.8321481006583092e-06 4.4151719225737904e-06 -2.2149146489324347e-05 -1.0533251106882602e-06 1.9515156535427587e-05 -5.9981836683517839e-06 -6.2638370856404897e-06 -1.1188349678074399e-05 -2.0099609532952034e-05 2.2667844851163128e-05 -1.519585354107425e-05 -1.3624354724632184e-06 3.0091779006869293e-05 3.0580418484441967e-07 1.4930828203195353e-05
leaf_weight=22 25 20 24 20 21 31 20 31 20 28 21 20 25 21 21 21 20 23 733 21 36 32 24 21 21 29 59 27 1661 23
leaf_count=22 25 20 24 20 21 31 20 31 20 28 21 20 25 21 21 21 20 23 733 21 36 32 24 21 21 29 59 27 1661 23
internal_value=0 4.3575e-08 -3.35497e-08 2.1968e-08 -2.58526e-08 -3.4077e-06 -6.52509e-06 7.98662e-08 3.99777e-06 1.324e-06 -2.8817e-06 6.09955e-07 -4.94012e-08 -1.17779e-07 -4.29873e-08 5.60469e-06 -1.37423e-07 -9.79365e-06 1.59068e-08 7.22294e-06 -9.76323e-08 -1.68643e-08 6.00807e-08 -9.26651e-07 -3.92656e-07 4.79563e-07 6.06754e-06 9.867e-06 3.97994e-08 3.20763e-06
internal_weight=0 3099 3079 3055 3035 92 61 2943 94 74 49 41 2849 2818 2797 46 2751 43 2708 42 2666 2630 2598 775 754 1823 133 109 1690 82
internal_count=3121 3099 3079 3055 3035 92 61 2943 94 74 49 41 2849 2818 2797 46 2751 43 2708 42 2666 2630 2598 775 754 1823 133 109 1690 82
is_linear=0
shrinkage=0.1


Tree=5671
num_leaves=31
num_cat=0
split_feature=421 9 10 124 13 11 147 1348 9 447 40 120 45 1429 1426 2 399 2 2 1210 1446 403 42 3 43 15 0 15 13 12
split_gain=8.37571e-08 2.52093e-07 3.10861e-07 4.63422e-07 2.03385e-07 1.97113e-07 1.84278e-07 2.25725e-07 1.13266e-07 1.03736e-07 1.05351e-07 2.16856e-07 1.02474e-07 1.96213e-07 4.00966e-07 1.483e-07 6.85096e-07 5.25548e-07 5.22061e-07 5.49528e-07 4.67778e-07 1.30056e-06 1.00576e-06 9.38882e-07 4.50903e-07 1.06045e-06 8.22661e-07 1.77843e-06 5.98459e-07 4.96223e-07
threshold=-1.0000000180025095e-35 0.092410000000000006 0.053330000000000009 -1.0000000180025095e-35 -0.0039049999999999992 -1.0000000180025095e-35 0.097985000000000017 0.089175000000000018 0.087755000000000014 0.089395000000000016 -0.24290999999999999 0.091385000000000008 0.084355000000000013 -0.23752499999999996 -0.089244999999999977 0.084415000000000004 0.091580000000000009 0.084550000000000014 0.084245000000000014 -0.14175499999999996 0.083715000000000026 -0.53960999999999981 0.086135000000000003 -0.085709999999999995 -0.0098449999999999979 -0.10203999999999998 -0.082184999999999994 0.088235000000000022 -0.077944999999999987 0.088435000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -3 -2 7 8 9 10 -7 12 13 -12 -15 16 18 -17 19 -16 21 -21 -22 -24 26 -26 27 29 -28 -23
right_child=1 4 3 -5 -6 6 -8 -9 -10 -11 11 -13 -14 14 15 17 -18 -19 -20 20 22 24 23 -25 25 -27 28 -29 -30 -31
leaf_value=-6.4505953673688061e-06 9.2683572644170418e-06 1.7309040247580144e-06 1.6550857773316759e-06 -1.9614322018242094e-05 1.4934299219930835e-05 -7.1192098221217752e-06 -6.9440536375814674e-06 1.0652022806425521e-05 -7.5076146731589687e-06 -5.0790462555829812e-06 -9.850628139247419e-06 1.0540289397340531e-05 5.1162994316200643e-06 1.3855438347880928e-05 1.6568817484312602e-05 -1.5854964336044348e-05 1.9404507720537368e-05 -3.1102290345523207e-07 1.5504609757993855e-05 -2.6205108151771129e-05 2.4654627162343117e-05 -7.8432958134917754e-06 -1.5097275119539214e-05 1.1247857242052863e-05 2.3207855379799489e-05 9.3153783505310168e-07 1.2662640749179601e-05 -3.5381000202505675e-05 -6.1682512733536412e-07 3.6428603069366703e-06
leaf_weight=20 23 28 21 20 20 20 38 20 20 39 20 20 40 21 20 22 20 1926 23 20 23 107 24 31 24 195 41 20 197 58
leaf_count=20 23 28 21 20 20 20 38 20 20 39 20 20 40 21 20 22 20 1926 23 20 23 107 24 31 24 195 41 20 197 58
internal_value=0 4.16034e-08 -7.14507e-08 -8.72024e-06 7.23232e-06 4.62784e-08 -2.46844e-08 6.44163e-08 -7.82944e-09 4.36978e-08 1.13261e-07 1.6398e-07 9.07011e-08 1.87011e-08 8.99084e-08 -1.5172e-08 1.12839e-06 -4.8657e-07 6.61572e-07 2.12375e-07 -2.29691e-07 -1.09271e-06 7.09494e-06 -2.48201e-07 -3.10397e-07 3.37278e-06 -2.21729e-06 -7.21928e-06 1.67081e-06 -3.80574e-06
internal_weight=0 3101 3053 41 48 3012 2989 2951 2931 2911 2872 2852 2832 2792 2772 2751 803 1948 783 760 740 662 78 55 642 219 423 185 238 165
internal_count=3121 3101 3053 41 48 3012 2989 2951 2931 2911 2872 2852 2832 2792 2772 2751 803 1948 783 760 740 662 78 55 642 219 423 185 238 165
is_linear=0
shrinkage=0.1


Tree=5672
num_leaves=31
num_cat=0
split_feature=11 472 1429 1429 1428 1420 472 472 4 471 475 15 474 475 474 52 157 49 157 1371 13 1375 150 482 483 482 482 1456 1447 1366
split_gain=9.26989e-08 9.39224e-08 1.98232e-07 1.47222e-07 1.12476e-07 1.13603e-07 1.67695e-07 1.17514e-07 4.05039e-07 2.66195e-07 1.78332e-07 2.96278e-07 1.61065e-07 3.21957e-07 2.4242e-07 3.57734e-07 2.09692e-07 8.97185e-07 4.77371e-07 3.16396e-07 2.76737e-07 2.44986e-07 5.66463e-07 2.03025e-07 7.21072e-07 6.94016e-07 5.15495e-07 4.1512e-07 1.97763e-07 1.84423e-07
threshold=-0.072629999999999986 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 0.092095000000000024 -0.083279999999999979 -0.081429999999999989 -0.065034999999999996 -0.0047449999999999992 0.094575000000000006 0.051590000000000004 -0.052074999999999989 0.091180000000000011 -0.064549999999999982 0.088710000000000011 -0.081934999999999994 -0.087424999999999989 0.0093850000000000027 -0.086394999999999986 0.083235000000000017 -0.078279999999999975 -0.084629999999999997 0.10918000000000001 0.098465000000000011 0.11517500000000001 0.090355000000000005 0.08673500000000002 -0.074164999999999995 -0.11565499999999999 -0.082814999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 8 -7 10 12 -12 14 -14 16 -16 17 20 -18 21 -9 22 -20 25 -25 26 28 -26 -23 -30
right_child=1 2 3 4 -6 7 -8 9 -10 -11 11 -13 13 -15 15 -17 18 -19 19 -21 -22 23 -24 24 27 -27 -28 -29 29 -31
leaf_value=-6.6215841386673714e-06 -6.1866316476274129e-06 9.3424430657330007e-06 -7.6186135265743361e-06 2.2933067936849385e-06 6.2847301862724449e-06 -2.0565717972310858e-06 -9.2803772869017624e-06 8.1825225015563772e-06 1.5607088291636458e-05 -1.0051208111970203e-05 -2.2415966069192192e-06 1.3670129213096516e-05 -1.8656117862081846e-07 -1.4106716164026997e-05 1.7341907505397102e-05 -1.345438730433151e-06 1.3925180122896563e-05 -2.2177843792095783e-05 1.532957090830678e-05 -9.1407654815919018e-06 -6.2241743260453111e-06 1.0043888037216675e-05 -5.5151638331484389e-06 -1.8407892632519809e-05 1.3171008249628357e-05 1.4807529150573374e-05 -1.3506259591622438e-05 -7.203473675190253e-06 7.7202384707033476e-06 -4.3943342013053309e-08
leaf_weight=21 24 23 25 21 29 34 31 30 21 26 22 25 54 24 20 21 25 22 32 37 24 20 22 26 20 32 28 20 31 2331
leaf_count=21 24 23 25 21 29 34 31 30 21 26 22 25 54 24 20 21 25 22 32 37 24 20 22 26 20 32 28 20 31 2331
internal_value=0 4.48511e-08 9.34712e-08 2.37934e-08 8.68912e-08 2.69588e-08 -4.60639e-06 1.08715e-07 4.68773e-06 2.16308e-08 1.1301e-07 6.22209e-06 1.11563e-08 -4.46969e-06 1.38667e-07 7.77034e-06 2.27782e-08 -5.15549e-06 1.72758e-07 4.04728e-08 1.77955e-06 1.73067e-07 6.83727e-06 2.95791e-08 -5.44325e-06 1.77493e-07 -1.67643e-08 2.98377e-06 1.41802e-07 5.79574e-08
internal_weight=0 3100 3076 3053 3028 2999 52 2947 55 2892 2866 47 2819 78 2741 41 2700 76 2624 2599 54 2562 54 2508 66 2442 2410 40 2382 2362
internal_count=3121 3100 3076 3053 3028 2999 52 2947 55 2892 2866 47 2819 78 2741 41 2700 76 2624 2599 54 2562 54 2508 66 2442 2410 40 2382 2362
is_linear=0
shrinkage=0.1


Tree=5673
num_leaves=31
num_cat=0
split_feature=474 1374 150 151 1374 157 1429 16 16 3 4 16 475 43 1445 159 482 1 482 42 482 3 484 15 12 483 12 1446 481 1446
split_gain=9.18055e-08 3.48253e-07 2.0048e-06 3.98085e-07 3.02937e-07 2.62421e-07 4.21293e-07 2.49459e-07 2.60629e-07 5.07858e-07 4.60416e-07 3.25119e-07 1.83528e-07 3.57192e-07 1.20258e-07 1.68878e-07 2.3114e-07 7.05455e-07 8.42247e-07 5.97999e-07 3.4438e-07 2.74691e-07 1.83922e-07 8.13558e-07 1.23745e-06 2.77975e-07 2.28519e-07 1.69923e-07 4.98282e-07 2.61973e-07
threshold=0.083875000000000019 0.088035000000000016 0.090480000000000019 -0.54917999999999989 0.081125000000000017 -0.04831499999999999 -0.050194999999999997 0.26676500000000009 -0.008069999999999999 -0.082879999999999995 -0.0047449999999999992 -0.004174999999999999 -0.086279999999999982 -0.084569999999999992 0.077530000000000016 -0.47354999999999997 0.098465000000000011 0.16540500000000002 0.089745000000000005 0.096450000000000022 0.081345000000000015 -0.03694999999999999 0.073690000000000019 -0.067579999999999987 0.085955000000000018 -0.47356499999999996 0.083535000000000012 0.10324000000000001 -0.052634999999999994 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -2 8 9 -8 -11 -10 -13 -14 15 -5 17 18 20 -18 22 -22 25 -24 26 -17 -25 29 -29 -27
right_child=4 2 -4 14 -6 -7 7 -9 11 10 -12 12 13 -15 -16 16 19 -19 -20 -21 21 -23 23 24 -26 27 -28 28 -30 -31
leaf_value=-1.4020662533766881e-05 -1.2008822270271435e-05 -7.2043867684052598e-06 3.0801567424493004e-05 7.6603847014666828e-06 -1.3442218673844763e-05 1.0334338567190572e-05 1.2636190315200059e-05 7.1961626347799145e-06 -1.5599231655869516e-05 -1.4994776769299279e-05 4.2335383609910925e-06 6.1917197616940431e-06 -1.3079958480375354e-05 -6.6694038510457393e-07 -7.3972011066524869e-06 -1.1005750931634912e-05 2.2142274681093774e-06 1.7316520434936444e-05 -1.7476740570840675e-05 -1.9070265021913329e-05 1.7206163127931567e-05 2.188629307432887e-06 -1.0199782176251965e-05 7.8257740040436178e-06 3.1044825245771786e-05 6.0160458154784377e-08 -5.3657397738030951e-06 1.7664603772118424e-05 -4.6576283875765514e-06 -8.7833909293187716e-06
leaf_weight=20 34 35 23 30 20 20 34 39 20 20 33 23 30 102 21 23 33 24 27 22 21 29 28 29 20 2263 24 20 20 34
leaf_count=20 34 35 23 30 20 20 34 39 20 20 33 23 30 102 21 23 33 24 27 22 21 29 28 29 20 2263 24 20 20 34
internal_value=0 2.00428e-07 7.86694e-06 3.50046e-08 -1.46765e-06 -7.93022e-07 -1.45734e-06 -2.65481e-07 -1.37618e-06 3.09703e-06 -3.02243e-06 -3.60001e-06 -2.05172e-06 -3.48808e-06 1.40369e-07 2.00169e-07 1.14649e-07 2.52346e-07 9.09831e-08 -6.29957e-06 2.79883e-07 8.49599e-06 1.12957e-07 4.2918e-06 9.85022e-06 -6.58834e-08 1.85226e-06 4.17832e-08 6.50349e-06 -7.0741e-08
internal_weight=0 2746 58 2688 375 355 335 301 262 87 53 175 155 132 2668 2647 2617 2562 2538 55 2511 50 2461 101 73 2360 53 2337 40 2297
internal_count=3121 2746 58 2688 375 355 335 301 262 87 53 175 155 132 2668 2647 2617 2562 2538 55 2511 50 2461 101 73 2360 53 2337 40 2297
is_linear=0
shrinkage=0.1


Tree=5674
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1213 160 403 403 133 403 402 13 42 2 3 3 1210 402 43 402 1186 129 133 43 2 4 13 52 12 13 1
split_gain=8.53461e-08 5.20029e-07 2.85026e-07 8.53643e-08 1.06112e-06 6.79999e-07 3.21486e-07 1.3299e-06 3.53685e-07 2.28024e-07 1.85972e-07 3.08852e-07 2.69153e-07 3.91985e-07 3.03018e-07 1.54656e-07 1.23034e-07 8.40646e-07 2.5407e-07 1.15867e-07 1.74708e-07 1.14746e-07 1.28761e-07 4.42047e-07 6.1315e-07 1.71085e-07 2.69804e-07 2.45459e-07 1.66895e-07 4.81028e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.04198000000000001 -0.025879999999999997 -0.52800499999999995 -0.54856499999999986 0.40945500000000007 -0.53960999999999981 0.22872000000000001 -0.0065549999999999992 -0.084624999999999992 0.091895000000000018 -0.080564999999999984 -0.082794999999999994 -0.094799999999999982 -0.45015499999999992 0.055925000000000009 -0.41596499999999997 -0.089559999999999987 -0.082304999999999975 -0.49970500000000001 0.084740000000000024 0.091185000000000002 0.10924000000000002 -0.10278499999999999 1.0000000180025095e-35 0.090840000000000018 -0.097224999999999992 0.07863500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -6 7 -3 -8 15 12 -12 13 14 -7 -10 17 -17 -18 -20 -21 -22 28 24 -24 27 -27 -25 29 -23
right_child=1 3 -4 4 5 10 8 -9 9 -11 11 -13 -14 -15 -16 16 18 -19 19 20 21 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=-5.5638898504348153e-07 1.5823967212435534e-05 -2.588043343456031e-05 -1.1519137526058197e-05 2.1305941409082152e-05 -1.5982903150870697e-05 4.130624068737586e-07 1.3266170458337002e-05 9.3017717257940352e-06 8.5460813871967333e-06 -1.0719559804783785e-05 4.6222467724212704e-06 -1.2134081558459994e-05 1.2216565355159001e-05 -7.2574272053316241e-06 1.6200923291762595e-05 -1.8413107413241802e-05 1.1245949790463783e-05 9.6193971469915598e-06 -7.2951971147135325e-06 8.8658786394675683e-06 5.8638109337039168e-06 1.0273603396626641e-05 -2.2194838951842636e-05 -7.901457868711353e-07 1.512844593207774e-06 3.4574204837554136e-06 -1.1550162225435286e-05 1.3249481671664398e-05 -2.6154655491593601e-07 -1.9932941879869204e-07
leaf_weight=195 21 22 27 25 25 31 20 21 21 20 22 22 29 34 20 23 20 20 22 22 32 60 24 33 20 25 23 20 2059 163
leaf_count=195 21 22 27 25 25 31 20 21 21 20 22 22 29 34 20 23 20 20 22 22 32 60 24 33 20 25 23 20 2059 163
internal_value=0 1.44712e-07 -1.8897e-06 3.03042e-08 1.98157e-06 -6.5837e-07 -1.21705e-07 -8.69843e-06 1.86832e-08 -8.29469e-08 1.7664e-06 -3.75592e-06 3.89782e-06 1.05966e-06 6.60438e-06 -7.15642e-10 -7.06621e-08 -5.37473e-06 1.97362e-08 -6.99659e-08 -5.8969e-09 -8.52702e-08 -1.63709e-07 -3.05326e-06 -1.14186e-05 5.91055e-07 -3.73371e-06 4.50783e-06 1.98953e-08 2.6185e-06
internal_weight=0 2899 222 2878 208 183 2670 43 2627 2607 158 44 114 85 51 2587 2566 43 2523 2503 2481 2459 2427 145 44 101 48 53 2282 223
internal_count=3121 2899 222 2878 208 183 2670 43 2627 2607 158 44 114 85 51 2587 2566 43 2523 2503 2481 2459 2427 145 44 101 48 53 2282 223
is_linear=0
shrinkage=0.1


Tree=5675
num_leaves=31
num_cat=0
split_feature=1429 133 133 150 1429 49 49 15 151 1429 2 156 471 1420 52 471 472 10 0 0 10 1 45 3 3 12 474 0 474 150
split_gain=8.3825e-08 3.10278e-07 6.67035e-07 3.97176e-07 3.00965e-07 3.0755e-07 3.39983e-07 3.36161e-07 3.39688e-07 4.35001e-07 3.63151e-07 3.13982e-07 1.17062e-07 1.53492e-07 2.48692e-07 2.59468e-07 1.53898e-07 9.91795e-08 8.66697e-07 1.2591e-06 3.98579e-07 4.74392e-07 1.49701e-07 1.29916e-07 5.70066e-07 6.40907e-07 4.44504e-07 4.35312e-07 3.01151e-07 4.75147e-07
threshold=0.032755000000000006 0.091250000000000012 0.089200000000000015 0.10874500000000002 0.083715000000000026 0.093835000000000016 0.08610000000000001 -0.016799999999999995 -0.085604999999999987 0.084885000000000002 0.10644500000000001 0.078780000000000003 -0.085064999999999988 -0.08341999999999998 -0.56368999999999991 0.091465000000000005 -0.078554999999999986 -0.0091199999999999979 -0.10224499999999999 -0.086554999999999979 -0.084119999999999986 0.11353000000000001 0.094030000000000016 -0.016324999999999996 -0.011549999999999998 -0.083994999999999986 0.091650000000000009 0.047850000000000011 0.08708500000000001 0.12765500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 -2 6 7 -6 -9 -10 11 -11 -1 -14 -15 16 -16 18 -18 -20 21 -21 23 28 25 -25 27 -26 29 -19
right_child=1 -3 -4 -5 5 -7 -8 8 9 10 -12 -13 13 14 15 -17 17 22 19 20 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=7.7936172419867938e-06 -1.2474088779762733e-05 7.004502473333756e-06 -2.0332028157099558e-05 1.1810304290736982e-05 -1.0480501006782107e-05 -1.1838366602034968e-05 1.2503538200689946e-05 1.1698492960476871e-05 -1.2386902010432636e-05 1.6730386321341938e-05 -8.9546275648899617e-06 7.582237572023587e-07 8.6329299847420774e-06 -9.4992019175724296e-06 -7.4583498032259966e-06 1.0497301495367613e-05 -1.9303479981317653e-05 -6.715918581745929e-08 2.2099309610538236e-05 1.2888447795376125e-05 -1.4054119355120877e-05 -6.4179436854569107e-06 -6.8780012254827518e-06 8.243555328135699e-07 4.5518596161650647e-07 2.4184581452177755e-05 -1.3510863785389425e-05 1.1767451151418091e-05 7.2119098425511256e-06 -1.5560024405658623e-05
leaf_weight=20 27 37 20 21 32 24 20 24 27 20 20 32 21 27 27 24 25 1935 23 20 28 35 29 24 422 23 21 37 56 20
leaf_count=20 27 37 20 21 32 24 20 24 27 20 20 32 21 27 27 24 25 1935 23 20 28 35 29 24 422 23 21 37 56 20
internal_value=0 -1.57759e-06 -2.76687e-06 -1.34459e-06 -2.56695e-06 -1.22277e-06 2.33089e-07 -1.35019e-06 1.02517e-06 -1.5623e-06 2.49692e-06 6.90136e-06 1.70254e-07 1.15743e-07 5.13117e-08 1.45115e-07 5.39393e-08 1.29118e-07 -2.55479e-06 1.39537e-06 -4.34186e-06 6.02562e-07 2.66084e-07 3.47714e-07 1.74532e-06 1.2256e-05 7.16158e-07 1.36707e-06 -1.85413e-08 -2.25654e-07
internal_weight=0 304 267 247 226 199 175 155 123 99 72 52 2817 2797 2776 2749 2725 2698 131 106 83 55 2567 2538 527 47 480 459 2011 1955
internal_count=3121 304 267 247 226 199 175 155 123 99 72 52 2817 2797 2776 2749 2725 2698 131 106 83 55 2567 2538 527 47 480 459 2011 1955
is_linear=0
shrinkage=0.1


Tree=5676
num_leaves=31
num_cat=0
split_feature=0 47 15 10 0 0 15 43 42 0 2 12 4 2 160 51 15 49 15 48 150 2 1 14 16 15 0 41 41 132
split_gain=8.60817e-08 6.00671e-07 1.86247e-06 1.13244e-06 5.46706e-07 3.82909e-07 1.85751e-06 6.16677e-07 3.65584e-07 1.07285e-06 7.3863e-07 4.20267e-07 3.10275e-07 2.81861e-07 4.8647e-07 5.26369e-07 4.1081e-07 5.30721e-07 4.98053e-07 4.64653e-07 4.55665e-07 2.12074e-07 2.11969e-07 2.08013e-07 1.78393e-07 1.71315e-07 1.73568e-07 2.51431e-07 3.23686e-07 2.17142e-07
threshold=-0.10151999999999999 0.094160000000000008 -0.11033999999999998 -1.0000000180025095e-35 -0.099059999999999995 -0.11173999999999999 -0.10203999999999998 -0.012394999999999998 0.081660000000000024 -0.14832499999999996 0.097845000000000015 0.089085000000000011 -0.14098499999999997 0.08622500000000001 0.10648000000000001 0.090560000000000015 -0.015039999999999998 -0.043469999999999995 -0.10091499999999999 -0.065224999999999991 0.086730000000000015 0.10402500000000002 0.080270000000000022 0.023790000000000002 -0.50690499999999983 0.17980000000000004 -0.097274999999999986 0.088520000000000015 0.076195000000000013 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 21 -1 -2 8 -7 -8 11 24 -11 12 -5 -14 15 16 17 20 -19 -18 -15 -3 -13 25 -10 26 -6 28 29 -28
right_child=4 2 -4 5 23 6 7 -9 9 10 -12 22 13 14 -16 -17 19 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.357251330181498e-05 -1.2006802794181007e-05 6.297081620232348e-06 3.4684175573472334e-05 -1.1609311546966307e-05 -6.7681180601204298e-06 3.3254225763812427e-05 9.0784926462881473e-06 -1.3877526922442485e-05 -4.6023937011341337e-06 -3.1946411061198889e-05 -4.7686534708191179e-06 1.72568792136603e-05 8.6063674527208492e-06 5.1049488969770868e-06 -1.3759347028099001e-05 1.3760333170255633e-05 8.6033752722869404e-07 1.5866413283970721e-06 1.8268287676619365e-05 -2.0695484363386643e-05 -1.3852327691665778e-05 -4.7919925853940572e-06 3.2109750204004482e-06 -9.754244927700546e-06 7.1198326094344271e-06 9.2303612018440623e-06 3.4363310013275812e-06 -8.1355999567234474e-06 9.7173568704939887e-06 -2.4658369117934856e-07
leaf_weight=20 39 34 21 22 38 20 22 25 20 20 20 22 39 21 25 28 20 63 25 20 32 35 21 22 37 20 173 37 35 2145
leaf_count=20 39 34 21 22 38 20 22 25 20 20 20 22 39 21 25 28 20 63 25 20 32 35 21 22 37 20 173 37 35 2145
internal_value=0 1.06336e-06 8.60832e-06 -2.37489e-07 -2.59381e-07 6.92193e-07 7.72945e-06 -3.13216e-06 -3.91706e-07 -5.80325e-06 -1.83575e-05 1.16131e-06 -1.84945e-07 7.357e-07 -5.76078e-07 1.00087e-06 -9.72972e-07 1.5645e-06 6.32575e-06 -9.91757e-06 -6.34095e-06 6.72189e-07 1.03973e-05 -7.38952e-08 3.00677e-06 1.31014e-08 -6.28233e-08 4.37881e-08 1.72406e-07 2.82844e-08
internal_weight=0 612 90 522 2509 502 67 47 435 97 40 338 295 273 234 209 181 141 88 40 53 69 43 2470 57 2448 2428 2390 2353 2318
internal_count=3121 612 90 522 2509 502 67 47 435 97 40 338 295 273 234 209 181 141 88 40 53 69 43 2470 57 2448 2428 2390 2353 2318
is_linear=0
shrinkage=0.1


Tree=5677
num_leaves=31
num_cat=0
split_feature=132 394 1203 1208 403 403 1208 1210 1213 16 15 1212 1212 402 401 133 1210 1209 1210 133 15 1209 131 1212 52 1210 402 42 12 12
split_gain=9.13942e-08 4.66575e-07 4.61574e-07 9.42246e-08 9.3868e-08 2.10476e-07 5.27417e-07 1.77765e-07 1.32636e-07 3.8659e-07 3.69855e-07 1.05212e-07 2.63679e-07 2.04054e-07 9.58379e-07 1.83195e-07 1.25135e-07 1.40531e-07 1.29718e-07 1.32592e-07 6.43558e-07 1.91425e-07 1.11673e-07 1.13326e-07 6.16287e-07 1.31646e-07 3.44989e-07 1.21481e-07 1.06554e-07 1.16499e-06
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.11531000000000001 -0.55327499999999985 -0.54856499999999986 0.099975000000000008 -0.3960249999999999 0.18587500000000004 -0.088394999999999987 0.090455000000000021 0.13631000000000001 0.11387000000000001 -0.45015499999999992 -1.0000000180025095e-35 0.50628500000000021 1.0000000180025095e-35 -0.087714999999999987 -0.090009999999999993 0.26639000000000007 0.087575000000000014 -0.067109999999999989 0.11767000000000001 -0.064959999999999976 0.092650000000000024 -0.064344999999999999 -0.092414999999999983 0.086555000000000007 0.089505000000000015 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 -6 7 -7 11 -10 -11 12 13 14 -9 16 17 -15 -19 21 -21 -20 23 24 27 26 -25 -23 -27 -30
right_child=1 -3 -4 -5 5 6 -8 8 9 10 -12 -13 -14 15 -16 -17 -18 18 19 20 -22 22 -24 25 -26 28 -28 -29 29 -31
leaf_value=-5.0787288649430878e-07 5.3949065728154508e-06 1.4655264402046504e-05 -1.645580138756486e-05 -5.842872501994457e-06 -9.4966411226145602e-06 -8.9799961043271739e-06 1.4017562842093834e-05 -2.2205628937670209e-05 -6.6567602891609564e-06 7.5512314197112578e-07 1.9986740489912336e-05 -6.9459313883932984e-06 1.0900557721139526e-05 6.7966117588487879e-06 7.6607058541743427e-06 7.2061434860058529e-06 -6.9800173559286806e-06 -7.1151351221487864e-06 9.8295181123830852e-06 -1.6731113153412024e-05 6.6773718414048704e-06 -3.1897220222682725e-06 6.0691454564221203e-06 -3.5898393672022906e-06 -1.8556155117992256e-05 -5.2615467866203053e-07 1.338044686963258e-05 5.1420194842778853e-06 2.2157615074320348e-05 1.9756533223945796e-07
leaf_weight=196 33 22 20 27 23 22 27 21 20 20 20 22 22 30 22 35 26 26 20 24 23 35 30 23 21 1509 25 35 25 717
leaf_count=196 33 22 20 27 23 22 27 21 20 20 20 22 22 30 22 35 26 26 20 24 23 35 30 23 21 1509 25 35 25 717
internal_value=0 1.4756e-07 -1.98453e-06 3.68531e-08 9.24387e-08 3.04545e-08 1.08713e-07 -2.67142e-08 4.4886e-08 4.69503e-06 1.03709e-05 -5.87962e-08 -2.02702e-09 -9.26416e-08 -6.92518e-06 2.01844e-08 -7.77169e-08 -7.14678e-09 -8.83695e-08 -1.49092e-08 -5.2759e-06 8.64295e-08 5.90814e-09 -7.01994e-08 -3.53131e-06 6.67996e-08 5.24885e-06 9.76149e-07 -4.37018e-08 9.37459e-07
internal_weight=0 2905 216 2883 2856 2823 2800 2773 2751 60 40 2691 2669 2647 43 2604 2569 2543 2513 2487 47 2440 2420 2390 91 2299 48 70 2251 742
internal_count=3121 2905 216 2883 2856 2823 2800 2773 2751 60 40 2691 2669 2647 43 2604 2569 2543 2513 2487 47 2440 2420 2390 91 2299 48 70 2251 742
is_linear=0
shrinkage=0.1


Tree=5678
num_leaves=31
num_cat=0
split_feature=47 47 47 47 1453 13 13 3 151 47 131 1209 1208 13 403 2 1210 132 1203 393 50 132 4 131 49 51 4 4 4 12
split_gain=8.90848e-08 1.04042e-06 8.39819e-07 3.05967e-07 1.36609e-07 1.89911e-07 2.43887e-07 6.63217e-07 1.47976e-07 1.81592e-07 1.26095e-07 1.30463e-07 2.38046e-07 2.87967e-07 1.73832e-07 9.23433e-07 1.49466e-07 1.29228e-07 2.87282e-06 1.31546e-06 3.91449e-07 1.67862e-07 2.9031e-07 1.25425e-07 1.54325e-07 1.19922e-07 2.61288e-07 5.67363e-07 2.68435e-07 8.92847e-07
threshold=0.094460000000000002 0.096770000000000009 0.091680000000000011 0.089640000000000011 -1.0000000180025095e-35 -0.016469999999999995 -0.074519999999999989 -0.077104999999999993 -0.090064999999999992 0.10670500000000001 0.13767000000000004 0.14268500000000003 0.10383000000000002 -0.051094999999999995 -0.53960999999999981 0.083715000000000026 -0.3960249999999999 -0.083284999999999984 0.089165000000000008 0.11213000000000002 0.087730000000000016 -0.41094499999999995 0.10528000000000001 0.090690000000000007 -0.006494999999999999 0.094075000000000006 0.033845000000000007 0.0045450000000000013 -0.074729999999999977 0.089085000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 10 -3 6 23 -8 -7 -10 11 12 14 -14 15 -1 -16 18 20 25 21 -18 -23 24 -6 -19 27 28 29 -27
right_child=1 4 -4 -5 5 8 7 -9 9 -11 -12 -13 13 -15 16 -17 17 19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=2.1801706307914259e-05 -2.2566528553563168e-05 7.9511284741329288e-06 1.9641760375386431e-05 -1.0770638265547369e-05 3.757310921145924e-06 -5.0908983757835821e-06 -2.0874868444124058e-05 3.4112911414106088e-06 1.1087905591011804e-05 1.3349839881963514e-06 -7.4119216668061032e-06 8.2362085549902996e-06 7.4670172017206265e-07 -1.6019649283407489e-05 -8.0819976202209631e-06 -4.2031307281654841e-06 6.5603826897131519e-06 -2.9055029278054014e-08 3.8547689385950441e-05 -2.5541392624290896e-05 -1.4316049050865418e-05 7.8920459834970396e-07 -1.2478756345899456e-05 6.4376977372210781e-06 -4.5379659333733005e-06 -2.7923532414937972e-06 -7.8517700943769391e-06 1.7539725846063449e-05 -1.3920735201349436e-06 1.8958786486678037e-05
leaf_weight=22 22 20 22 26 33 20 23 22 28 60 22 20 21 20 22 36 33 2135 20 20 21 94 20 22 70 46 23 25 121 32
leaf_count=22 22 20 22 26 33 20 23 22 28 60 22 20 21 20 22 36 33 2135 20 20 21 94 20 22 70 46 23 25 121 32
internal_value=0 -1.58065e-06 1.80581e-07 2.65158e-08 -3.1361e-08 -6.05641e-07 -2.68889e-06 -9.00163e-06 2.67354e-06 4.43819e-06 1.28487e-07 1.8923e-07 1.29864e-07 -7.43201e-06 2.45983e-07 5.66077e-06 1.25746e-07 1.95465e-07 2.72032e-06 -2.15066e-09 -1.54485e-06 2.7961e-07 -1.53851e-06 -4.16296e-07 -1.88026e-06 2.12285e-07 2.29836e-06 3.34056e-06 1.55674e-06 6.13119e-06
internal_weight=0 320 2801 2779 298 278 170 45 108 88 2753 2731 2711 41 2670 58 2612 2590 188 2402 168 147 114 125 103 2382 247 224 199 78
internal_count=3121 320 2801 2779 298 278 170 45 108 88 2753 2731 2711 41 2670 58 2612 2590 188 2402 168 147 114 125 103 2382 247 224 199 78
is_linear=0
shrinkage=0.1


Tree=5679
num_leaves=31
num_cat=0
split_feature=402 1212 401 132 393 1203 1208 403 403 1210 403 403 4 4 1374 4 1375 4 2 2 2 13 13 15 131 12 133 0 12 43
split_gain=9.44171e-08 1.85658e-07 1.71498e-07 1.14463e-07 4.61569e-07 3.06483e-07 8.80495e-08 1.0559e-07 2.62152e-07 7.27069e-07 2.32091e-07 1.25244e-07 8.85881e-08 9.95644e-07 9.24793e-07 3.75089e-07 7.4529e-07 3.34912e-07 3.32556e-07 1.56345e-06 8.94461e-07 1.00829e-06 5.45969e-07 3.42764e-07 1.38206e-06 3.05343e-07 9.90257e-07 9.1335e-07 4.10436e-07 3.71846e-07
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.083174999999999985 0.12069000000000002 0.089005000000000015 0.11531000000000001 -0.55327499999999985 -0.54856499999999986 -0.13847499999999999 -0.53255499999999989 -0.52336499999999997 -0.0092149999999999992 -0.0086549999999999978 0.087110000000000007 -0.010024999999999997 -0.13067499999999996 -0.010655 0.09580000000000001 0.095040000000000013 0.097385000000000013 -0.065824999999999981 -0.14819499999999997 0.11461000000000002 0.08956500000000002 0.097575000000000009 0.092845000000000011 -0.067624999999999977 0.10149500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 7 -5 -9 -10 -11 -12 14 -14 15 16 -13 18 19 22 21 -20 -18 -24 -25 26 -22 -27 -29 -30
right_child=-2 -3 -4 4 -6 -7 -8 8 9 10 11 12 13 -15 -16 -17 17 -19 20 -21 25 -23 23 24 -26 27 -28 28 29 -31
leaf_value=-8.4442212740118289e-07 6.6826660172193361e-06 -9.4159592013706318e-06 8.4388971714588486e-06 6.4085722083990947e-06 1.4892274287246567e-05 -1.2230499527908656e-05 -5.7808216236200959e-06 -1.0866576981656677e-05 1.8628872417788705e-05 -1.0522044047298725e-05 7.5459302533689968e-06 1.9144754551234657e-05 2.1695240347567466e-05 2.1895324593216191e-07 -2.1375403186885663e-05 -1.1921588646954561e-05 -1.6809792556332904e-05 1.2557432999074081e-05 3.1282812604634579e-05 -2.8422833417521146e-05 2.9121603987999355e-07 9.7568126282409237e-07 -1.0058132000970566e-06 2.172368473815544e-05 -7.6809696662222095e-06 1.9879893472440521e-05 -2.2464547119701216e-05 9.3919532513677122e-06 2.2444516020939396e-06 -1.406332660870383e-05
leaf_weight=190 21 21 24 26 21 27 26 22 21 21 22 20 22 1149 21 27 21 20 21 21 214 23 923 31 33 29 21 27 29 27
leaf_count=190 21 21 24 26 21 27 26 22 21 21 22 20 22 1149 21 27 21 20 21 21 214 23 923 31 33 29 21 27 29 27
internal_value=0 -4.52684e-08 1.86434e-08 -4.75059e-08 1.21752e-07 -2.26112e-06 1.1642e-08 6.56026e-08 5.95806e-09 9.31603e-08 -4.98411e-08 3.15792e-08 -3.01288e-08 6.22436e-07 -5.36862e-07 -2.42572e-07 -2.659e-08 -2.92859e-07 -4.73849e-07 -1.41719e-06 2.00876e-06 1.54404e-05 -8.54572e-07 -5.151e-07 6.56191e-06 3.05601e-07 -1.74228e-06 4.60249e-06 -7.35397e-07 -5.61823e-06
internal_weight=0 3100 3079 3055 2838 217 2817 2791 2765 2743 2722 2701 2679 1171 1508 1487 1460 1440 1420 1029 391 44 1008 987 64 347 235 112 83 56
internal_count=3121 3100 3079 3055 2838 217 2817 2791 2765 2743 2722 2701 2679 1171 1508 1487 1460 1440 1420 1029 391 44 1008 987 64 347 235 112 83 56
is_linear=0
shrinkage=0.1


Tree=5680
num_leaves=31
num_cat=0
split_feature=12 4 1208 1208 403 2 1210 1213 16 16 401 1212 1212 1211 1203 400 393 402 403 12 142 1 11 33 9 0 399 12 3 15
split_gain=9.48055e-08 2.2489e-07 9.19416e-08 3.6925e-07 1.39154e-07 7.7481e-07 1.48158e-07 1.10666e-07 3.01081e-07 3.25282e-07 1.05099e-07 1.57857e-07 1.66699e-07 6.46627e-07 1.85884e-07 4.80294e-07 1.19983e-07 9.80716e-08 3.74602e-07 1.02715e-07 4.0038e-07 2.86683e-07 2.23025e-07 1.81142e-07 1.51629e-07 1.81313e-07 1.29313e-07 1.55358e-07 7.96708e-07 3.60744e-07
threshold=0.23631000000000002 0.63113500000000011 0.11846000000000001 0.10480500000000002 -0.53960999999999981 0.083715000000000026 -0.3960249999999999 0.18587500000000004 -0.088394999999999987 -0.077589999999999978 0.13699500000000003 0.13592000000000001 0.11796000000000001 0.11048500000000001 0.088820000000000024 -0.081749999999999975 0.10856500000000001 -0.45015499999999992 -0.43370499999999995 0.12757000000000002 -0.057499999999999989 0.11669000000000002 -1.0000000180025095e-35 -0.009184999999999997 0.088235000000000022 -0.047369999999999995 0.11091500000000001 0.099100000000000008 -0.063074999999999978 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 10 -9 -10 11 12 13 14 16 -16 17 -8 -19 20 -20 -21 -22 -24 26 -26 27 -25 29 -29
right_child=-2 -3 -4 -5 6 -7 7 8 9 -11 -12 -13 -14 -15 15 -17 -18 18 19 21 22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=1.9726153066750905e-05 -6.3965550709880247e-06 8.9689361033151733e-06 5.887501958148698e-06 -1.1314524309015943e-05 -8.2489948991596161e-06 -3.8552707834289897e-06 -5.3870231827854044e-06 -5.7793976954201308e-06 1.8265400576638058e-05 2.2983033431955846e-07 -7.149189945093462e-06 8.0271369370166216e-06 -8.7881076017931097e-06 1.7432454106234392e-05 -1.6316031591486535e-05 1.5308424640112974e-06 6.1288887331278202e-06 1.0869526117711494e-05 1.3339422866920359e-05 8.6876971749916265e-07 -9.0847307327684178e-06 -1.3690029463543311e-05 -8.7565575806062664e-06 7.7730744229352627e-08 1.2823155504975147e-05 -1.9562600172044455e-07 7.6829143143272848e-06 1.7898674549764279e-06 -1.7555324257779333e-05 -7.5140791192428553e-06
leaf_weight=22 23 28 26 29 22 38 35 20 20 20 21 24 22 21 25 38 31 31 22 38 28 21 24 2170 20 23 21 172 31 55
leaf_count=22 23 28 26 29 22 38 35 20 20 20 21 24 22 21 25 38 31 31 22 38 28 21 24 2170 20 23 21 172 31 55
internal_value=0 4.74965e-08 -3.38717e-08 -8.44485e-08 2.35689e-08 4.79125e-06 -7.32369e-08 -1.19117e-08 4.23861e-06 9.24762e-06 -1.0068e-07 -4.87801e-08 -1.17317e-07 -4.93349e-08 -1.81154e-07 -5.55125e-06 -5.6865e-08 -1.28124e-07 -5.88239e-08 -1.87882e-07 -9.30297e-08 -4.31318e-06 -2.09191e-07 -1.10417e-07 -2.71475e-08 5.85962e-06 -1.30508e-07 -1.98088e-07 -2.51795e-06 -4.64393e-07
internal_weight=0 3098 3070 3044 3015 60 2955 2933 60 40 2873 2852 2828 2806 2785 63 2722 2691 2656 2625 2566 59 2544 2516 2492 43 2449 2428 258 227
internal_count=3121 3098 3070 3044 3015 60 2955 2933 60 40 2873 2852 2828 2806 2785 63 2722 2691 2656 2625 2566 59 2544 2516 2492 43 2449 2428 258 227
is_linear=0
shrinkage=0.1


Tree=5681
num_leaves=31
num_cat=0
split_feature=456 456 13 456 15 130 40 42 483 479 42 481 133 1447 0 475 13 51 51 1429 475 457 376 13 0 472 0 51 16 12
split_gain=9.40301e-08 1.05831e-07 3.31735e-07 2.04456e-07 3.65058e-07 2.51422e-07 2.45647e-07 1.75571e-07 1.26716e-07 1.34138e-07 5.94241e-07 1.29539e-07 1.06408e-06 1.19175e-06 3.80404e-07 1.44079e-07 9.04747e-07 7.6557e-07 4.03219e-07 4.74607e-07 2.25743e-07 1.39977e-07 1.24751e-07 1.52779e-07 4.29755e-07 4.10256e-07 2.70079e-07 2.16062e-07 2.15e-07 3.0596e-07
threshold=0.10512000000000001 0.091580000000000009 -0.08459499999999999 0.08777500000000002 -0.0092699999999999987 -0.23123999999999997 -0.24134999999999998 0.15021500000000002 -0.47181499999999993 0.097110000000000016 0.089810000000000015 -0.086484999999999992 0.087575000000000014 0.0030850000000000005 -0.086074999999999985 -0.085734999999999992 -0.085744999999999988 -0.085734999999999992 -0.12463499999999998 0.083810000000000009 -0.085024999999999989 -0.11701499999999999 -0.098069999999999977 0.10002500000000002 0.12358500000000001 -0.082054999999999975 0.16094000000000003 -0.22258499999999998 -0.067914999999999989 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 -7 8 -8 11 -11 12 13 14 -10 16 -13 18 -18 -20 -17 -22 -23 25 27 -24 -27 -25 29 -29
right_child=-2 2 -4 4 -6 6 7 -9 9 10 -12 15 -14 -15 -16 20 17 -19 19 -21 21 22 23 24 -26 26 -28 28 -30 -31
leaf_value=1.0758447702259715e-05 -4.7574094507093305e-06 1.4506436486954043e-05 -2.6241811995602736e-06 -1.2157150892259476e-05 3.7649359190557641e-06 -1.0748568084160245e-05 6.4993019956697637e-06 8.4500148950610303e-06 -2.0075652112912698e-06 7.9101132937269191e-06 -1.2558684303976898e-05 1.9511085277675499e-05 2.3599685978513751e-05 -2.212467649249967e-05 1.4353715353839412e-05 -1.081719875401177e-05 -4.642469675194374e-06 -1.7148375694808277e-05 2.0109632466549311e-05 1.0296732682490983e-06 5.8723871760728228e-06 -6.6525181273391355e-06 -1.2650675247035301e-05 9.0492567003955771e-06 1.5344514444539367e-05 -1.422143839383612e-07 -1.1276395703548174e-05 1.0466812440309666e-05 -5.3049107145852764e-06 -1.8032551328730534e-06
leaf_weight=22 41 20 26 36 24 21 30 25 30 23 37 27 21 21 27 20 38 23 22 32 38 30 27 27 23 2238 22 31 60 59
leaf_count=22 41 20 26 36 24 21 30 25 30 23 37 27 21 21 27 20 38 23 22 32 38 30 27 27 23 2238 22 31 60 59
internal_value=0 6.33231e-08 4.82391e-06 -8.85458e-09 -5.78832e-06 1.07745e-07 2.837e-08 1.05585e-07 3.37983e-08 -3.36444e-08 -4.71231e-06 6.60432e-08 3.61918e-06 -1.76019e-06 5.74252e-06 -6.34233e-08 3.03757e-06 -8.30131e-07 3.24943e-06 8.80299e-06 -2.34429e-07 -1.5159e-07 -2.42536e-07 -1.65214e-07 2.48519e-06 -3.96994e-07 -2.506e-07 8.14206e-07 -6.68103e-07 2.4231e-06
internal_weight=0 3080 46 3034 60 2974 2952 2931 2906 2876 60 2816 99 78 57 2717 142 115 92 54 2575 2555 2517 2487 200 2287 2260 177 150 90
internal_count=3121 3080 46 3034 60 2974 2952 2931 2906 2876 60 2816 99 78 57 2717 142 115 92 54 2575 2555 2517 2487 200 2287 2260 177 150 90
is_linear=0
shrinkage=0.1


Tree=5682
num_leaves=31
num_cat=0
split_feature=402 1212 401 1209 42 1209 1212 1210 3 16 1208 1208 1209 42 1209 1212 1210 132 1204 132 43 1203 1203 133 132 133 4 133 12 43
split_gain=8.46906e-08 1.71638e-07 1.50295e-07 9.62474e-08 1.05686e-06 2.33451e-07 1.11886e-07 1.06096e-06 5.36644e-07 1.75069e-07 1.55998e-07 2.09596e-07 1.194e-07 3.74953e-07 2.68417e-07 1.79545e-07 3.45567e-07 1.34288e-07 1.95247e-07 1.51139e-07 3.07714e-06 2.41529e-06 5.87781e-07 1.92431e-07 1.34471e-07 1.97697e-07 5.92335e-07 2.91909e-07 1.04426e-07 9.59811e-08
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.084519999999999984 0.087505000000000013 -0.069599999999999981 -0.089544999999999986 -0.099939999999999987 -0.078724999999999976 -0.080789999999999987 0.11846000000000001 0.10233500000000001 0.087485000000000021 0.086325000000000013 0.086040000000000019 -0.064959999999999976 -0.036169999999999994 -0.43443999999999999 0.053645000000000005 -0.083284999999999984 -0.011694999999999999 0.089480000000000018 0.085960000000000023 -0.51151499999999983 -0.014954999999999998 0.51114000000000004 -0.076229999999999978 0.41307000000000005 0.087535000000000016 0.062770000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 8 -8 9 28 11 12 14 -14 15 -9 -17 -18 19 20 -19 23 -22 -21 -25 27 -27 29 -7 -26
right_child=-2 -3 -4 5 -6 6 7 10 -10 -11 -12 -13 13 -15 -16 16 17 18 -20 21 22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=1.0605774577225721e-05 6.3291120871629874e-06 -9.05279693619204e-06 7.9011472664092259e-06 9.8564451642838942e-06 -1.6939998652863629e-05 -2.8868929698196904e-06 -1.9892090484871815e-05 -8.7768063721064816e-06 1.2842622254538583e-05 -9.7273617917554003e-06 8.6116838810128338e-06 -9.5463325796236357e-06 -6.221600997378118e-07 1.5300770922164833e-05 -1.1328481823944631e-05 1.2873957807425454e-05 -7.7849184301405998e-06 3.7635683450141439e-05 9.2337308635013987e-06 9.894587078633778e-06 6.1205004660043237e-08 -2.9412355008519498e-05 -1.8562543102689235e-05 7.06284452260459e-06 2.0139427902695208e-07 3.9267997497959053e-06 -1.5167707651642104e-05 1.1582260276554736e-05 6.7244053207105033e-06 -2.1506635235594347e-06
leaf_weight=26 21 21 24 24 30 26 27 23 37 21 21 23 50 21 21 21 22 22 23 20 111 28 20 27 2115 33 32 22 20 189
leaf_count=26 21 21 24 24 30 26 27 23 37 21 21 23 50 21 21 21 22 22 23 20 111 28 20 27 2115 33 32 22 20 189
internal_value=0 -4.28632e-08 1.85881e-08 -4.33371e-08 -4.15089e-06 3.33628e-08 -4.58822e-08 -1.62602e-07 3.17626e-06 -2.16188e-06 2.4703e-08 -3.91746e-08 3.89199e-08 4.08744e-06 -6.64098e-08 2.09253e-08 9.62876e-08 -4.43727e-09 6.0351e-08 -2.02094e-08 3.02959e-06 -2.09431e-07 -2.78212e-06 1.2596e-07 4.51604e-08 -3.40858e-08 -5.47357e-06 1.17921e-07 1.29193e-06 8.45204e-09
internal_weight=0 3100 3079 3055 56 2999 2975 2871 104 67 2844 2823 2800 71 2729 2708 2685 2664 2642 2619 153 2466 131 2438 2418 2391 65 2326 46 2304
internal_count=3121 3100 3079 3055 56 2999 2975 2871 104 67 2844 2823 2800 71 2729 2708 2685 2664 2642 2619 153 2466 131 2438 2418 2391 65 2326 46 2304
is_linear=0
shrinkage=0.1


Tree=5683
num_leaves=31
num_cat=0
split_feature=1203 1204 132 15 399 50 393 133 0 132 400 1373 52 150 4 150 1375 1375 13 10 120 2 52 15 50 15 475 47 0 12
split_gain=8.46273e-08 1.8172e-07 1.29622e-07 3.24017e-06 1.42871e-06 3.27469e-07 1.38862e-07 1.1915e-07 1.0723e-07 1.89988e-07 1.72786e-07 8.72078e-08 7.68481e-07 1.29888e-06 1.35761e-07 7.38642e-07 6.48155e-07 5.11477e-07 2.89904e-07 6.82747e-07 6.45307e-07 3.16146e-07 4.91324e-07 4.47972e-07 4.38901e-07 4.32378e-07 3.62978e-07 4.0028e-07 1.67857e-06 2.47494e-06
threshold=0.10970500000000001 0.057120000000000011 -0.083284999999999984 0.091915000000000011 0.091580000000000009 0.09227500000000001 0.10585500000000002 -0.45516499999999999 -0.09595999999999999 -0.41094499999999995 -0.016164999999999995 0.081220000000000014 -0.020999999999999994 0.090480000000000019 -0.011559999999999999 0.10874500000000002 -0.15308499999999997 -0.090674999999999992 0.24813000000000004 -0.38124499999999995 0.084740000000000024 0.10402500000000002 0.15116000000000002 -0.015039999999999998 0.13522500000000001 -0.092919999999999989 0.016915000000000003 0.092165000000000011 -0.10224499999999999 0.082480000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 7 11 -1 -9 -10 -11 14 13 -13 15 -4 -16 -18 19 -19 21 24 23 -23 26 -24 27 -21 29 -29
right_child=-2 -3 4 -5 -6 -7 -8 8 9 10 -12 12 -14 -15 16 -17 17 18 -20 20 -22 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=6.7618632393922387e-06 6.4840151162570697e-06 -8.8974805101355276e-06 -2.5440060295275781e-07 3.8700020414497972e-05 -2.3482911311790445e-05 -1.2575258580909576e-05 8.1669562556877892e-06 -6.9707594674481607e-06 8.6089052528915918e-06 9.5002836720444379e-07 -8.8097866025166768e-06 -9.9879503111424131e-06 -1.4883131241345616e-05 2.420254728804139e-05 1.3744794403847712e-05 -1.8310279175120348e-05 -1.4629197597638598e-05 1.5634880200225104e-05 -9.8872749513247987e-06 3.3122080314114177e-06 -1.6775039801229598e-05 9.9651066053611387e-07 -2.2317930752251415e-05 -1.2246755734070446e-05 1.6749646515563655e-05 -1.7732637691854809e-06 -1.0359634040923993e-05 -4.4685247094093941e-05 5.3228212863483173e-06 4.4676721483396947e-06
leaf_weight=21 20 23 1518 22 26 25 21 27 21 60 26 25 33 20 38 23 22 31 25 547 21 291 20 28 20 21 24 20 81 21
leaf_count=21 20 23 1518 22 26 25 21 27 21 60 26 25 33 20 38 23 22 31 25 547 21 291 20 28 20 21 24 20 81 21
internal_value=0 -4.18225e-08 2.43504e-08 2.47298e-06 -1.47633e-07 -1.95477e-06 6.52506e-08 -2.41788e-07 -1.33937e-06 8.16286e-08 -2.00061e-06 5.11072e-09 -3.29219e-06 5.20783e-06 9.86003e-08 -5.23891e-07 8.91377e-07 4.74628e-07 7.6357e-07 1.00026e-06 5.85564e-07 9.25333e-07 -1.49034e-06 -1.65908e-07 2.14503e-06 -1.17951e-05 1.72354e-06 2.15701e-06 -3.02242e-06 -1.95094e-05
internal_weight=0 3101 3078 202 2876 180 2850 155 134 107 86 2829 78 45 2751 1541 1210 1172 1150 1125 1094 1073 360 319 713 41 693 669 122 41
internal_count=3121 3101 3078 202 2876 180 2850 155 134 107 86 2829 78 45 2751 1541 1210 1172 1150 1125 1094 1073 360 319 713 41 693 669 122 41
is_linear=0
shrinkage=0.1


Tree=5684
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 4 1374 52 0 1 51 1 4 48 15 3 456 1371 1374 457 0 0 47 12 0 51 51 2 1 2 43
split_gain=9.26873e-08 4.24167e-07 3.15833e-07 1.79475e-07 9.33944e-08 9.26119e-08 3.67464e-07 1.13589e-07 3.09668e-07 1.90252e-07 4.26243e-07 6.80931e-07 4.5997e-07 9.0979e-07 2.67445e-07 1.32943e-07 2.3217e-07 1.63715e-07 1.63974e-07 1.67269e-07 1.75207e-06 1.08356e-06 2.12584e-06 1.31076e-06 4.44379e-07 6.4573e-07 4.4901e-07 1.13551e-06 4.08866e-07 4.15299e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.086254999999999984 -0.096434999999999979 -0.021869999999999997 -0.15599999999999997 0.080585000000000004 -0.10316499999999999 0.088975000000000012 0.0049200000000000008 -0.072824999999999987 -0.092489999999999989 0.097915000000000016 -0.11319999999999998 0.086910000000000015 0.08926000000000002 -0.11701499999999999 -0.10224499999999999 -0.10096999999999999 0.092710000000000015 0.084290000000000018 -0.10607499999999999 0.081440000000000026 0.099265000000000006 0.10559 0.10708500000000001 0.082850000000000021 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -3 8 -7 -10 -11 -12 -13 14 -14 -9 17 18 -17 21 -21 23 -23 24 26 -26 28 -28 -20 -30
right_child=1 5 -4 -5 -6 7 -8 15 9 10 11 12 13 -15 -16 16 -18 -19 19 20 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-5.1160550006338435e-06 1.4311359743823276e-05 2.6420326605602896e-06 -1.2557337344333066e-05 -9.363707270148596e-06 1.3760321991564221e-06 1.4200025766513136e-05 -1.474384264724904e-05 -8.1772481826192225e-06 -8.1078221620600752e-06 1.2597735526043153e-05 -1.7272499735554448e-05 -9.6485380709054887e-06 -5.905559284676255e-06 2.4193383892235858e-05 6.3026534749760211e-06 8.7931664590238757e-06 9.7970781284040246e-06 -8.3047945243682388e-06 -5.3392336888685568e-06 2.7681347501129497e-05 -6.3058819614253498e-08 -4.083178378095909e-05 3.7461749422579056e-06 1.9449525614383618e-05 -2.123805450672215e-05 2.1424810559741068e-06 -2.3683862273173873e-05 3.1168687359621442e-06 -1.6859167715210788e-06 1.2793252640309359e-05
leaf_weight=26 21 31 25 21 150 20 20 20 20 32 20 24 34 21 38 21 24 24 37 23 2195 20 23 31 27 21 25 43 32 52
leaf_count=26 21 31 25 21 150 20 20 20 20 32 20 24 34 21 38 21 24 24 37 23 2195 20 23 31 27 21 25 43 32 52
internal_value=0 1.50804e-07 -1.9693e-06 -6.25637e-07 4.16974e-07 4.74782e-08 -4.17596e-06 1.2367e-07 2.36713e-06 1.11497e-06 2.20642e-06 -2.20745e-07 2.69409e-06 5.87928e-06 5.37664e-07 -5.54292e-08 7.09446e-09 -8.41874e-08 -6.81702e-09 -7.98892e-08 2.24642e-07 -2.25176e-06 -1.69878e-05 1.126e-07 -2.4167e-06 -1.10091e-05 -2.34513e-07 -6.73634e-06 3.41941e-06 7.27738e-06
internal_weight=0 2899 222 197 176 2878 51 2827 209 189 169 137 117 93 72 2618 2598 2574 2550 2529 2218 311 43 268 237 48 189 68 121 84
internal_count=3121 2899 222 197 176 2878 51 2827 209 189 169 137 117 93 72 2618 2598 2574 2550 2529 2218 311 43 268 237 48 189 68 121 84
is_linear=0
shrinkage=0.1


Tree=5685
num_leaves=31
num_cat=0
split_feature=15 456 456 456 16 130 2 52 3 3 50 1 2 16 16 3 46 1426 3 0 48 49 457 1427 52 150 150 42 157 150
split_gain=9.0752e-08 9.95606e-08 1.0553e-07 1.48314e-07 3.39586e-07 2.06497e-07 1.71637e-07 1.45169e-07 1.26139e-07 4.05447e-07 3.49897e-07 5.45854e-07 1.15188e-06 6.85985e-07 2.62853e-07 1.81645e-07 3.67098e-07 2.09544e-07 1.80034e-07 3.52042e-07 6.22718e-07 6.27874e-07 2.1016e-07 1.72547e-07 3.44056e-07 3.05231e-07 2.9365e-07 8.06213e-07 1.05424e-06 1.0528e-06
threshold=0.23208000000000004 0.10512000000000001 0.091580000000000009 0.08777500000000002 -0.020119999999999996 -0.23123999999999997 0.31358000000000003 -0.0073049999999999999 0.11658 0.10732000000000001 0.091320000000000012 0.11103500000000001 0.10644500000000001 -0.08595499999999999 -0.44310499999999992 0.099930000000000005 0.083550000000000013 -0.078524999999999998 0.096675000000000011 -0.18113999999999997 0.087555000000000008 -0.008964999999999999 0.097000000000000017 0.089335000000000012 -0.066844999999999988 0.12820000000000001 0.087790000000000021 0.083995000000000014 -0.082009999999999986 0.10479000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 8 -4 9 15 11 12 -10 14 -13 16 17 -7 19 20 21 -19 23 25 -25 26 -21 29 -29 -28
right_child=-2 -3 7 4 -6 6 -8 -9 10 -11 -12 13 -14 -15 -16 -17 -18 18 -20 22 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=9.9218638665444743e-06 5.5680399860836495e-06 -5.0088474051790409e-06 -1.2523780729420001e-06 -1.5233464658931118e-05 5.3932182755745139e-07 7.2786662876285108e-06 -8.6344414621239799e-06 1.0132490213739705e-05 -3.7427275553151656e-06 -1.1330866931302809e-05 -6.9587979076641894e-06 1.2744579939170883e-06 2.5649594520776496e-05 -1.037611231694404e-05 1.34309677699501e-05 7.3657585799634098e-06 -1.3596225555829734e-05 -1.1348367623846255e-05 -9.3278760470552487e-06 -3.8563126755716402e-07 2.0026611863007324e-05 1.287818615537617e-05 -8.5425506362450206e-06 -2.305650217749644e-06 1.4641668863275656e-05 -1.123214996994193e-05 1.6205122387873418e-06 -2.0671473326469174e-05 5.4187800821513894e-06 3.240239276919965e-05
leaf_weight=21 29 40 21 21 39 39 23 24 24 32 33 46 30 39 29 33 20 23 21 2262 24 20 30 25 23 25 25 21 59 20
leaf_count=21 29 40 21 21 39 39 23 24 24 32 33 46 30 39 29 33 20 23 21 2262 24 20 30 25 23 25 25 21 59 20
internal_value=0 -5.22194e-08 1.27429e-08 -5.91914e-08 -4.98115e-06 4.10183e-08 -2.98969e-08 4.81955e-06 3.82755e-08 -1.41511e-07 2.45511e-06 4.30427e-06 1.25863e-05 3.81182e-07 5.97498e-06 -7.40646e-09 -9.96759e-08 3.46932e-09 -1.0659e-07 -3.08578e-08 7.12224e-06 -8.02031e-08 -2.23331e-07 -1.21877e-07 5.81494e-06 -2.40022e-07 -1.24897e-07 4.59334e-06 -1.42991e-06 1.53013e-05
internal_weight=0 3092 3052 3007 60 2947 2926 45 2903 2702 201 168 54 114 75 2670 2637 2617 2578 2557 67 43 2490 2460 48 2412 2387 125 80 45
internal_count=3121 3092 3052 3007 60 2947 2926 45 2903 2702 201 168 54 114 75 2670 2637 2617 2578 2557 67 43 2490 2460 48 2412 2387 125 80 45
is_linear=0
shrinkage=0.1


Tree=5686
num_leaves=31
num_cat=0
split_feature=130 10 0 40 40 1 10 4 97 34 9 16 2 12 12 42 12 45 1429 156 11 4 0 0 0 52 13 159 15 13
split_gain=9.96121e-08 2.21651e-07 3.31136e-07 1.95138e-07 1.77705e-07 1.93091e-07 1.21437e-07 1.81639e-06 1.17008e-07 4.30635e-07 1.48921e-07 4.76957e-07 2.56176e-07 9.6975e-08 2.50921e-07 2.0568e-07 2.1704e-07 1.11714e-07 9.85256e-08 2.15694e-07 2.11292e-07 3.05622e-07 3.00322e-07 5.68535e-07 3.73007e-07 2.71444e-07 2.21187e-07 6.87887e-07 1.06586e-06 1.33162e-07
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 -0.086349999999999982 0.11181500000000001 -0.011559999999999999 0.053180000000000012 -0.084639999999999979 -0.057544999999999992 0.088235000000000022 -0.39185999999999993 -1.0000000180025095e-35 -0.095379999999999979 -0.092484999999999984 0.092395000000000019 -0.14757499999999998 0.094030000000000016 -0.23752499999999996 0.32523500000000005 0.095165000000000013 -0.14098499999999997 0.11070500000000001 0.056435000000000006 0.12500000000000003 -0.063789999999999986 -0.17933499999999997 0.085240000000000024 -0.0040799999999999994 0.15641500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 -6 -8 -10 12 -12 -11 15 -15 16 -14 18 -16 20 22 -22 23 26 -24 -26 27 28 -20 -28
right_child=1 3 -4 4 6 -7 8 -9 9 10 11 -13 13 14 17 -17 -18 -19 19 -21 21 -23 24 -25 25 -27 29 -29 -30 -31
leaf_value=-7.0346923311603857e-06 -1.4211085791820161e-06 -9.6590010711917703e-06 1.655810078318609e-05 8.5227183565924265e-07 -2.2985242397006571e-05 1.353726056549931e-05 -7.0944116210423253e-06 1.0643485241719948e-05 1.1254412846451555e-05 9.2131318827644762e-06 4.6793485428982729e-06 -1.6633669595951993e-05 1.3119288409003415e-06 -1.0821887032493165e-05 -6.8522467440094008e-06 -4.4176808317458308e-06 1.2975386897340759e-05 -6.1665565757114866e-06 -2.5135638160073932e-07 1.0370009840698913e-05 -1.6007689146135819e-05 1.4743449628440432e-06 1.6185833330382596e-05 -1.6144214183358681e-05 -7.8561093778262142e-06 6.5367646740062479e-06 3.4273846892960522e-07 5.5895613760575155e-06 -3.0477148011414102e-05 -3.2510579905596795e-06
leaf_weight=20 21 21 20 30 29 20 23 36 34 30 21 21 39 22 21 26 27 30 28 20 20 20 25 22 20 38 2274 35 20 108
leaf_count=20 21 21 20 30 29 20 23 36 34 30 21 21 39 22 21 26 27 30 28 20 20 20 25 22 20 38 2274 35 20 108
internal_value=0 4.53699e-08 7.34924e-06 -5.24924e-08 1.38902e-08 5.92627e-06 -8.50121e-08 -4.3601e-06 1.00224e-08 6.63485e-08 -6.63318e-08 -5.97716e-06 2.1546e-08 -7.71114e-08 -1.85781e-07 3.11566e-06 6.08334e-06 -9.85027e-08 -2.98337e-08 2.46418e-08 -5.4633e-08 -7.26667e-06 5.76166e-08 -1.39866e-07 5.97495e-06 1.5737e-06 2.9723e-09 -5.07164e-06 -1.28454e-05 1.79796e-07
internal_weight=0 3101 41 3060 3039 50 2989 65 2924 2901 2867 42 2825 2795 2703 92 66 2681 2651 2630 2610 40 2570 2487 83 58 2465 83 48 2382
internal_count=3121 3101 41 3060 3039 50 2989 65 2924 2901 2867 42 2825 2795 2703 92 66 2681 2651 2630 2610 40 2570 2487 83 58 2465 83 48 2382
is_linear=0
shrinkage=0.1


Tree=5687
num_leaves=31
num_cat=0
split_feature=472 1429 44 1429 1428 1420 1 475 475 15 47 47 47 475 475 156 152 1452 132 1203 1185 43 0 1 120 484 475 1375 484 12
split_gain=1.20033e-07 1.84728e-07 1.17994e-07 1.03603e-07 9.35772e-08 1.05898e-07 1.6094e-07 1.35867e-07 1.67608e-07 2.23187e-07 1.49209e-07 6.73784e-07 6.34507e-07 1.13619e-07 2.75233e-07 1.41267e-07 2.59572e-07 1.70304e-07 1.3233e-07 2.66878e-06 1.45803e-06 2.43591e-07 1.29166e-07 1.28227e-07 4.21988e-07 2.42197e-07 1.18504e-06 7.66868e-07 4.29171e-07 3.92518e-07
threshold=-0.38234499999999999 -0.23587499999999997 0.087770000000000015 -0.094049999999999981 0.092095000000000024 -0.083279999999999979 0.07863500000000001 -0.50059999999999982 -0.10664 -0.008624999999999999 0.092165000000000011 0.09585500000000001 0.086380000000000012 0.061570000000000007 0.0030750000000000005 -0.065739999999999979 1.0000000180025095e-35 -0.073879999999999987 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 -0.011244999999999998 -0.24955499999999997 0.16540500000000002 1.0000000180025095e-35 0.086135000000000017 -0.085684999999999997 -0.022119999999999997 0.085130000000000011 0.097825000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -7 9 -9 12 -12 13 14 15 -10 17 -17 19 21 -20 -19 -22 24 25 28 -27 -28 -24 -29
right_child=1 2 -4 4 -6 7 -8 8 10 -11 11 -13 -14 -15 -16 16 -18 18 20 -21 22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-7.044810755966562e-06 8.9831911717065746e-06 -6.6284452259424148e-06 5.3164993360263825e-06 8.0045615154981191e-07 5.621001171926639e-06 8.2047947034880051e-06 -1.0555531061603082e-05 1.1460749738034792e-06 6.4617847730165953e-06 -1.3614458008045664e-05 -1.7826711807174433e-05 -6.3868312250811801e-07 1.3091115336369274e-05 -5.2828675493926241e-06 1.1556703778599816e-05 9.2544679455386377e-06 -1.1374406283266582e-05 -1.0037451788932607e-05 -2.7099117951365769e-05 3.7024189637122618e-05 7.1700231237628032e-06 1.1279654761331415e-07 -1.2911669628639427e-07 7.9116018810054821e-06 -1.10237253865567e-05 2.5781568079504986e-05 -1.7766978444342386e-05 1.2186592962365776e-06 -1.2387406578172573e-05 1.6082900760920893e-05
leaf_weight=24 23 24 41 26 29 20 24 20 34 21 25 260 38 39 21 20 20 29 20 20 25 128 1886 20 35 21 20 159 29 20
leaf_count=24 23 24 41 26 29 20 24 20 34 21 25 260 38 39 21 20 20 29 20 20 25 128 1886 20 35 21 20 159 29 20
internal_value=0 5.45889e-08 -1.22159e-08 -8.42493e-08 -3.20523e-08 -8.70652e-08 -4.65042e-06 -9.19234e-09 -6.56459e-08 -6.4142e-06 2.50794e-08 -2.1464e-06 2.64581e-07 7.31405e-08 1.56461e-07 6.01596e-08 -2.86068e-08 6.46975e-08 -1.1503e-08 2.62054e-06 -2.19947e-07 -1.76209e-06 2.27547e-08 -5.88352e-08 -1.32295e-07 4.62526e-08 3.18863e-06 8.04449e-07 -3.14751e-07 2.87947e-06
internal_weight=0 3097 3074 3033 3009 2980 50 2930 2910 41 2869 285 2584 2546 2507 2486 2452 2432 2412 177 2235 157 2215 2190 2170 2135 220 199 1915 179
internal_count=3121 3097 3074 3033 3009 2980 50 2930 2910 41 2869 285 2584 2546 2507 2486 2452 2432 2412 177 2235 157 2215 2190 2170 2135 220 199 1915 179
is_linear=0
shrinkage=0.1


Tree=5688
num_leaves=31
num_cat=0
split_feature=472 156 132 1203 1185 46 46 52 1208 1208 1208 403 15 403 402 1204 401 1212 15 1210 49 3 133 160 151 2 13 0 49 42
split_gain=9.72268e-08 1.50124e-07 9.5782e-08 5.70181e-07 4.43481e-07 9.38881e-08 1.27962e-07 8.63437e-08 8.42263e-08 1.22437e-07 1.36758e-07 1.9952e-07 1.1949e-06 1.38202e-07 7.0141e-07 9.54626e-08 1.05407e-07 3.48135e-07 5.28675e-07 1.41692e-07 1.14447e-07 4.19568e-07 1.25067e-06 1.13283e-06 6.16294e-07 4.55617e-07 2.40413e-07 2.33525e-07 2.06625e-07 1.17613e-07
threshold=-0.38234499999999999 0.14862 -0.083449999999999983 0.089480000000000018 -0.087384999999999977 0.096120000000000011 1.0000000180025095e-35 0.62951500000000016 0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.5335399999999999 0.087575000000000014 -0.44023999999999991 -0.45454999999999995 -0.082884999999999986 -0.13200999999999999 0.11796000000000001 0.095175000000000023 1.0000000180025095e-35 0.10440000000000001 -0.087429999999999994 0.090665000000000009 -0.081969999999999987 -0.27559499999999998 0.11362000000000001 -0.06977499999999999 -0.069954999999999976 0.09858500000000002 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 8 9 10 11 12 -6 14 -13 -15 17 18 -17 20 28 22 -22 -23 -25 26 -26 -27 29 -18
right_child=1 -3 4 -5 5 -7 -8 -9 -10 -11 -12 13 -14 15 -16 16 19 -19 -20 -21 21 23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-6.340329529545368e-06 -3.9632308595029681e-07 8.6849466060812113e-06 1.4289565082105003e-05 -1.8121478260582079e-05 -9.271248036384351e-06 5.1839722176997129e-06 -7.997792476999167e-06 -6.0719832578362682e-06 -6.3853862957330425e-06 7.2388826273102801e-06 -6.3334270566194776e-06 9.8765897064367905e-06 2.1348039081203754e-05 5.241840805562485e-06 -1.3724306203959501e-05 -1.9531868539551006e-06 -4.2186306439162673e-07 -5.4437492835859302e-06 2.0229157053108795e-05 -8.229949837966291e-06 -6.946423978925234e-06 -2.1772202123224083e-05 2.4660554347411522e-05 1.1066625205892386e-05 -4.3635304983524751e-06 8.9515611627440968e-06 -1.7051745250487979e-05 -4.082715824844334e-06 7.6504049932712389e-06 1.1180816993733397e-06
leaf_weight=24 196 20 22 20 25 35 20 23 20 24 33 20 26 36 34 21 1424 25 22 21 31 31 21 34 32 27 28 28 37 761
leaf_count=24 196 20 22 20 25 35 20 23 20 24 33 20 26 36 34 21 1424 25 22 21 31 31 21 34 32 27 28 28 37 761
internal_value=0 4.91242e-08 -7.00725e-09 -2.03754e-06 1.46294e-07 3.6695e-08 -2.75542e-08 2.97033e-08 8.05323e-08 1.27712e-07 6.48966e-08 1.43565e-07 6.33858e-06 2.35698e-08 -4.98323e-06 1.28404e-07 5.60156e-08 3.94016e-06 9.39592e-06 -5.07002e-08 1.92934e-08 -2.09416e-06 5.81793e-06 -4.37988e-06 -7.61345e-07 -4.25831e-06 -1.02847e-05 2.31593e-06 2.3996e-07 1.14475e-07
internal_weight=0 3097 3077 216 2861 2839 2804 2784 2761 2741 2717 2684 51 2633 54 2579 2543 68 43 2475 2454 232 52 180 149 115 60 55 2222 2185
internal_count=3121 3097 3077 216 2861 2839 2804 2784 2761 2741 2717 2684 51 2633 54 2579 2543 68 43 2475 2454 232 52 180 149 115 60 55 2222 2185
is_linear=0
shrinkage=0.1


Tree=5689
num_leaves=31
num_cat=0
split_feature=130 40 1429 1417 472 155 156 155 155 49 155 13 475 475 2 2 2 480 2 2 16 42 2 403 3 2 1 1 1 49
split_gain=8.50669e-08 2.41535e-07 8.33449e-08 1.89522e-07 1.34846e-07 2.77213e-07 1.07342e-07 1.11868e-07 1.36325e-07 2.06666e-07 1.90897e-07 3.9371e-07 1.60082e-07 2.40024e-07 1.02939e-07 9.41449e-07 8.48928e-07 6.03438e-07 3.82862e-07 4.6798e-07 1.24961e-06 9.9496e-07 6.38524e-07 4.6724e-07 2.54665e-07 1.05544e-06 7.65445e-07 4.02058e-06 2.53326e-06 6.43e-07
threshold=-0.23647499999999996 -0.23755499999999996 0.12521000000000002 -0.080324999999999994 -0.38234499999999999 0.14039500000000002 -0.14064999999999997 0.11245500000000001 0.099270000000000011 0.093655000000000002 0.083440000000000014 -0.036034999999999991 -0.10664 -0.090954999999999994 0.093320000000000014 0.092755000000000018 0.093840000000000021 0.11144000000000001 0.094400000000000026 0.096325000000000008 -0.074929999999999983 0.094725000000000018 0.097070000000000004 -0.44023999999999991 -0.073884999999999992 0.091545000000000015 0.092695000000000013 0.096325000000000008 0.089875000000000024 -0.072814999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 8 10 -10 12 -12 -8 -14 15 17 -16 24 -18 20 -20 -22 -21 -24 -15 26 28 -28 29 -26
right_child=1 2 -4 4 5 -7 7 -9 9 -11 11 -13 13 14 16 -17 18 -19 19 22 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-6.5008348883566221e-06 9.4588480317691375e-06 -9.3309441746731128e-06 6.3936055175872747e-06 -8.0012718085310475e-06 -5.9958904027250053e-06 1.0976359028617205e-05 -7.3432192190618188e-06 5.6360180678893815e-06 -1.2428848152365195e-05 1.2780022798737761e-06 1.4410048616910999e-05 -3.0055279967200481e-06 1.0916435330727836e-05 -3.6504035650583014e-07 -1.9093682332822935e-05 1.793778615062062e-05 1.109422633882267e-05 -1.6777219604505047e-05 9.1316137513786089e-06 1.5628566408850019e-05 -3.1266490376625511e-05 -2.0010190539886979e-06 -1.4341647602122976e-05 -1.820258241166787e-07 1.7420423464500345e-05 2.3320699584355287e-05 4.0955570427656685e-05 -1.195121783921019e-07 -3.6700895405027993e-05 -2.402403567126991e-06
leaf_weight=20 27 22 20 21 30 23 30 35 22 22 27 25 20 1363 25 30 28 21 26 25 26 21 24 804 20 23 27 203 21 90
leaf_count=20 27 22 20 21 30 23 30 35 22 22 27 25 20 1363 25 30 28 21 26 25 26 21 24 804 20 23 27 203 21 90
internal_value=0 4.19301e-08 -4.0782e-08 -8.29194e-08 -1.58163e-08 3.98776e-08 -4.43054e-08 1.60555e-08 -5.1238e-08 -5.57542e-06 3.31886e-08 6.03718e-06 -7.72491e-08 6.84119e-10 -7.79313e-08 3.7133e-07 -9.0303e-07 7.32564e-08 -4.26335e-07 -7.74689e-07 -8.45929e-06 -1.81904e-05 -1.17039e-07 -5.9245e-07 2.75809e-07 2.55049e-06 1.22718e-06 4.70235e-06 -4.87425e-06 1.20175e-06
internal_weight=0 3101 3074 3054 3032 3011 2988 2958 2923 44 2879 52 2827 2797 2777 1798 979 1768 954 926 73 47 853 828 1747 384 361 230 131 110
internal_count=3121 3101 3074 3054 3032 3011 2988 2958 2923 44 2879 52 2827 2797 2777 1798 979 1768 954 926 73 47 853 828 1747 384 361 230 131 110
is_linear=0
shrinkage=0.1


Tree=5690
num_leaves=31
num_cat=0
split_feature=132 1185 1203 16 16 2 12 42 43 2 402 1212 1208 1208 1210 1209 403 1213 1209 402 1210 401 133 43 133 1213 1213 43 43 13
split_gain=8.39767e-08 4.39433e-07 2.69097e-07 9.0227e-08 1.32967e-07 1.14365e-07 1.83189e-07 1.32133e-07 1.03344e-07 1.65223e-07 7.79763e-08 1.22498e-07 8.33182e-08 1.53896e-07 1.64411e-07 1.03893e-07 2.57529e-07 1.11881e-07 1.04873e-06 6.33287e-07 3.76021e-07 2.65126e-07 6.90923e-07 4.8202e-07 2.34869e-07 1.78659e-07 2.18032e-07 1.64772e-07 2.30346e-07 1.52717e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.097644999999999996 -0.090054999999999982 0.097385000000000013 0.10016000000000001 -0.050249999999999996 -0.011244999999999998 0.084755000000000011 0.31278000000000006 0.15049500000000002 0.11531000000000001 0.10233500000000001 -0.099939999999999987 0.087485000000000021 -0.085079999999999975 -0.090764999999999985 -0.087714999999999987 -0.0044849999999999985 -0.064799999999999983 -0.078179999999999986 0.51314000000000015 0.05259500000000001 0.51114000000000004 -0.086394999999999986 -0.082994999999999985 0.0034250000000000005 -0.0017249999999999998 -0.011914999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 8 -7 -6 -10 11 12 13 14 -3 17 -17 19 -19 -16 -20 22 -22 -24 25 -23 -27 28 29 -21
right_child=1 10 -4 4 5 7 -8 -9 9 -11 -12 -13 -14 -15 15 16 -18 18 20 27 21 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=4.4657140521546047e-06 1.4556669295762688e-05 -7.3400593305450461e-06 -1.1230965295302061e-05 -7.7754677639469655e-06 -5.1369525604059168e-06 1.0033927374024643e-05 -1.0595118972105411e-05 -1.4609893560191269e-06 9.8168671479470509e-06 -1.7694857266548071e-06 6.1096823109047757e-06 -7.6156746174438888e-06 -5.5847560221221873e-06 6.9975178579539948e-06 -1.6209414414853593e-05 1.1118345593848941e-05 -1.194856983557856e-06 2.2967880149735722e-05 -1.0314677388285937e-05 4.2712168897196541e-06 2.1330595388592755e-05 -7.0129232491516242e-06 9.6067073172889653e-06 -1.208529664836533e-05 -8.059208155625837e-06 1.0328530663086678e-05 9.3111876288293838e-08 6.3891230912732312e-06 -1.1232568217565133e-05 -6.2309462282428286e-06
leaf_weight=30 21 30 27 28 25 20 20 20 20 32 21 21 26 32 28 29 41 20 35 45 21 35 21 20 36 21 2322 34 20 20
leaf_count=30 21 30 27 28 25 20 20 20 20 32 21 21 26 32 28 29 41 20 35 45 21 35 21 20 36 21 2322 34 20 20
internal_value=0 1.43555e-07 -1.87447e-06 -5.7895e-07 -1.49616e-06 -2.128e-07 -2.06817e-06 4.28647e-06 1.46623e-07 2.6868e-06 3.83863e-08 -6.23999e-09 5.01063e-08 1.02244e-07 2.28166e-08 1.03197e-07 3.90633e-06 3.78771e-09 1.59558e-07 -2.67822e-06 -2.21088e-08 1.23384e-07 6.58028e-06 -9.74758e-07 -4.24519e-08 7.89119e-08 1.84851e-07 5.05585e-07 -1.84783e-06 1.03978e-06
internal_weight=0 2899 222 195 165 137 97 40 77 52 2878 2857 2836 2810 2778 2748 70 2678 2531 147 2511 2476 62 41 2414 2378 2343 119 85 65
internal_count=3121 2899 222 195 165 137 97 40 77 52 2878 2857 2836 2810 2778 2748 70 2678 2531 147 2511 2476 62 41 2414 2378 2343 119 85 65
is_linear=0
shrinkage=0.1


Tree=5691
num_leaves=31
num_cat=0
split_feature=46 44 1426 157 47 0 15 47 47 0 1428 484 1456 52 43 43 4 156 2 132 13 400 2 52 2 1446 2 481 2 2
split_gain=8.21408e-08 3.08285e-07 1.15585e-07 3.0424e-07 1.22995e-07 5.00591e-07 2.83178e-06 9.33593e-07 2.84486e-07 1.76135e-07 1.72175e-07 1.13986e-07 2.1195e-07 1.14909e-07 1.99072e-07 1.78886e-07 1.5928e-07 1.12791e-07 1.16266e-07 8.61695e-07 3.72598e-06 1.85411e-06 6.37482e-07 1.4309e-06 9.43586e-07 1.33937e-06 4.38352e-07 3.39829e-07 3.20235e-07 5.31554e-07
threshold=0.084955000000000017 0.10049500000000001 -0.061919999999999996 -0.0048549999999999991 0.092165000000000011 -0.10224499999999999 -0.11033999999999998 0.09550500000000002 0.088915000000000008 -0.093584999999999988 0.087445000000000009 -0.079429999999999987 -1.0000000180025095e-35 -0.0027449999999999996 -0.050459999999999998 -0.074359999999999996 -0.036839999999999991 -0.092099999999999987 0.084415000000000004 -0.083284999999999984 -0.01163 -0.081749999999999975 0.083935000000000023 0.086275000000000004 0.083715000000000026 0.083830000000000002 0.084550000000000014 -0.0086649999999999974 0.084755000000000011 0.084985000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 8 6 -6 -7 10 -9 17 -11 -13 15 -15 16 -14 -4 19 20 -19 -21 24 -24 25 27 -20 -23 -28 -30
right_child=1 -3 4 -5 5 7 -8 9 -10 11 -12 12 13 14 -16 -17 -18 18 26 21 -22 22 23 -25 -26 -27 28 -29 29 -31
leaf_value=2.7419413123021111e-06 1.3559027946143943e-05 -2.8215209946817295e-06 -6.5273807544704504e-06 -1.2413816401791478e-05 2.6542471005086557e-06 2.0081746482570784e-05 -4.0202541824674841e-05 -8.5442049097647185e-06 9.7560611867529887e-06 -5.7398577951062181e-06 6.8957055043790976e-06 1.0137728817686108e-05 -4.2342343520084843e-07 1.032251628722796e-05 -2.6592774634924287e-06 3.7102087029931377e-06 -1.2132781204216442e-05 4.6967637090347131e-05 -1.4695890946486977e-05 -2.8305028136153191e-05 -9.9795317181714293e-06 -1.2583030764376635e-05 2.5398316434040036e-05 -8.9095786006510038e-06 -1.7969010285149262e-05 1.9061356991957069e-05 1.0081319596793038e-05 3.8204588881841268e-07 -1.2365815112186992e-05 -9.2732212713961571e-08
leaf_weight=27 20 27 26 26 58 22 21 31 31 32 37 21 21 21 27 24 26 20 21 22 27 21 31 20 27 39 30 542 36 1787
leaf_count=27 20 27 26 26 58 22 21 31 31 32 37 21 21 21 27 24 26 20 21 22 27 21 31 20 27 39 30 542 36 1787
internal_value=0 4.14893e-06 -6.34349e-08 -4.69296e-06 1.77849e-08 -1.88977e-06 -8.73806e-06 5.14747e-07 2.31217e-07 -1.60581e-06 1.21288e-07 -3.55291e-07 8.75468e-07 -7.59049e-07 3.02026e-06 -3.31407e-06 -6.90094e-06 2.66659e-08 9.16317e-08 1.14473e-06 1.42533e-05 2.67095e-07 1.19149e-06 1.19442e-05 3.19642e-07 1.1399e-06 -3.29272e-07 -1.01554e-07 -1.66456e-07 -3.35097e-07
internal_weight=0 47 3074 53 3021 304 79 225 2717 203 2686 172 140 119 48 71 47 2649 2623 749 47 702 680 51 629 602 1874 563 1853 1823
internal_count=3121 47 3074 53 3021 304 79 225 2717 203 2686 172 140 119 48 71 47 2649 2623 749 47 702 680 51 629 602 1874 563 1853 1823
is_linear=0
shrinkage=0.1


Tree=5692
num_leaves=31
num_cat=0
split_feature=48 48 1374 1374 45 11 33 13 47 0 9 1 1 1 48 484 2 157 52 475 2 4 3 3 0 16 16 2 128 16
split_gain=9.25757e-08 3.12251e-07 2.31946e-07 1.80012e-07 1.20405e-07 4.97861e-07 2.31894e-07 1.19334e-07 6.91103e-07 1.70742e-06 1.61037e-06 3.40557e-07 1.5505e-06 7.99887e-07 2.95309e-07 3.7084e-07 8.83782e-07 7.15819e-07 6.07093e-07 6.96779e-07 5.81555e-07 4.44198e-07 2.8121e-07 2.76523e-07 6.51606e-07 2.42255e-07 4.44278e-07 2.44315e-07 6.54406e-07 5.04029e-07
threshold=0.13400000000000004 0.12737000000000001 -0.26569999999999994 -0.096434999999999979 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 -0.0034749999999999994 0.094160000000000008 -0.097024999999999986 0.085555000000000006 0.093890000000000015 0.090475000000000014 0.098420000000000021 -0.072824999999999987 0.090535000000000018 0.11585500000000001 -0.04831499999999999 -0.023194999999999997 -0.24615999999999996 0.12669500000000003 -0.14723499999999998 -0.15956499999999998 0.096675000000000011 -0.23001499999999997 -0.105305 -0.091114999999999988 0.11093500000000002 0.089035000000000017 0.26676500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 22 10 -10 11 12 23 -13 -15 16 17 -16 19 -19 -18 -21 -8 24 -9 -26 -27 28 29 -28
right_child=-2 -3 3 4 -6 6 7 8 9 -11 -12 13 -14 14 15 -17 20 18 -20 21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=9.7905981803592119e-06 3.470850127996528e-06 -1.2237236931122469e-05 -8.3640712826029179e-06 1.3823413017304959e-05 -7.5522660240711136e-06 -9.8649968000093697e-06 1.1093126500955329e-05 1.6396906202889685e-05 3.4348255420419655e-05 8.2964362181056385e-07 -2.6567405629149022e-05 -1.74909062449539e-05 2.176274192008446e-05 -8.8221992110916428e-06 -1.7757342515245041e-05 -1.109851650870128e-05 2.7065476956522616e-05 -6.4355084759881723e-06 -1.0263534665406431e-05 2.5946073997147326e-05 5.5754011060237063e-06 4.8700778370402994e-06 -5.3939236447284599e-07 -1.0157177472468571e-05 6.6779626477168846e-06 -1.3950866990774597e-05 1.3342778123460236e-06 -5.4078338790964532e-06 -1.5521171560197088e-05 1.5031779706381105e-05
leaf_weight=24 75 21 26 26 21 24 21 27 21 55 22 30 38 33 23 21 20 23 28 20 34 20 2000 22 54 23 257 61 21 30
leaf_count=24 75 21 26 26 21 24 21 27 21 55 22 30 38 33 23 21 20 23 28 20 34 20 2000 22 54 23 257 61 21 30
internal_value=0 -8.5461e-08 -1.10159e-09 -7.94091e-08 -7.00532e-09 4.6634e-08 -7.57008e-08 5.20246e-09 9.75014e-07 1.00914e-05 1.16472e-07 8.64301e-07 2.29648e-06 -2.16487e-06 -9.37827e-08 1.43023e-06 2.99632e-06 -1.99554e-06 1.98821e-06 7.43343e-06 1.35347e-05 1.54081e-05 -4.1852e-07 8.02099e-07 1.31183e-06 3.98611e-07 -4.66402e-07 3.74093e-07 1.51921e-06 2.76607e-06
internal_weight=0 3046 3025 3001 2975 2954 2928 2904 883 76 807 785 533 252 222 189 168 114 91 63 54 40 2021 495 473 446 392 369 308 287
internal_count=3121 3046 3025 3001 2975 2954 2928 2904 883 76 807 785 533 252 222 189 168 114 91 63 54 40 2021 495 473 446 392 369 308 287
is_linear=0
shrinkage=0.1


Tree=5693
num_leaves=31
num_cat=0
split_feature=44 45 47 47 9 1 47 40 11 34 2 1210 2 132 1204 1203 2 1210 480 43 481 1447 160 483 12 12 4 1 2 130
split_gain=8.84873e-08 1.15733e-07 8.99708e-08 5.6738e-07 1.97069e-07 1.27645e-06 4.29374e-07 3.21131e-07 1.58331e-07 2.15467e-07 1.5143e-07 1.11468e-06 5.51932e-07 5.29495e-07 3.20399e-06 1.52594e-06 5.51684e-07 2.38089e-06 5.18149e-07 9.31184e-07 6.36449e-07 5.6805e-07 6.64567e-07 4.97817e-07 4.45538e-07 7.88263e-07 6.35154e-07 6.08921e-07 9.44994e-07 7.68305e-07
threshold=0.087770000000000015 1.0000000180025095e-35 0.092165000000000011 0.096175000000000024 -0.013509999999999999 0.10752500000000002 0.089640000000000011 -0.07632499999999999 -0.011194999999999998 -0.010024999999999997 0.084885000000000002 -0.14175499999999996 0.085045000000000023 -0.083284999999999984 -0.082274999999999987 0.088310000000000013 0.084715000000000013 -0.087109999999999979 0.086995000000000017 -0.077319999999999986 -0.086219999999999977 -0.085684999999999997 -0.43215499999999996 -0.021199999999999997 0.085440000000000016 0.084535000000000013 -0.017809999999999996 0.085605000000000014 0.082850000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 8 -7 -6 -10 11 -11 -12 14 -13 16 17 -15 20 -20 -19 -22 -23 -24 25 26 -25 28 -26 -29
right_child=-2 -3 3 -5 6 7 -8 -9 9 10 12 13 -14 15 -16 -17 -18 18 19 -21 21 22 23 24 27 -27 -28 29 -30 -31
leaf_value=2.6922244387606042e-05 4.5590455388697772e-06 -7.6444414798970683e-06 -1.4465606768094256e-05 -1.8944100986417013e-07 8.7938500439035816e-06 4.2377233209360078e-06 -1.3021745093283245e-05 -1.0622443176963807e-05 -8.3501701404505493e-06 2.3063345726926775e-05 -1.6047091734931613e-05 -9.8555277093380173e-06 -1.1421142169593277e-07 -3.3859835755265519e-05 3.7016846938058733e-05 -2.7336887619640041e-05 1.3955285721749533e-05 1.7404522497180062e-05 7.7768423807356157e-06 -2.0474846106870765e-05 -1.4740775562434769e-05 1.9039035586584679e-05 -1.3091825380599958e-05 -4.7282573729847047e-06 -2.6996492761099947e-05 2.0204251805725192e-05 1.1130405692197003e-05 1.9386872428066971e-05 2.5227387823179015e-07 1.7416828984499193e-07
leaf_weight=20 42 20 31 273 21 33 25 26 30 23 22 35 1853 20 25 20 30 26 20 28 21 22 23 56 20 33 46 23 35 219
leaf_count=20 42 20 31 273 21 33 25 26 30 23 22 35 1853 20 25 20 30 26 20 28 21 22 23 56 20 33 46 23 35 219
internal_value=0 -6.21878e-08 -1.26144e-08 -1.64523e-06 1.67537e-07 5.08995e-06 2.22188e-08 -2.31082e-06 1.45229e-07 7.61712e-08 1.73398e-07 1.4007e-06 -3.01157e-07 6.90952e-07 9.67463e-06 -1.48644e-07 7.25576e-07 5.51516e-08 1.24099e-06 -8.70331e-06 2.15192e-06 1.3556e-06 2.06424e-06 1.24348e-06 2.00671e-06 6.77005e-06 2.42369e-06 -1.58449e-07 -9.65637e-06 2.00017e-06
internal_weight=0 3079 3059 304 2755 79 2676 59 2651 2630 2600 725 1875 702 60 642 622 592 572 48 524 498 477 455 432 135 102 297 55 242
internal_count=3121 3079 3059 304 2755 79 2676 59 2651 2630 2600 725 1875 702 60 642 622 592 572 48 524 498 477 455 432 135 102 297 55 242
is_linear=0
shrinkage=0.1


Tree=5694
num_leaves=31
num_cat=0
split_feature=132 132 15 1186 132 403 9 10 2 2 10 4 51 13 9 2 0 15 45 52 49 157 13 151 49 1 13 51 51 13
split_gain=1.00441e-07 4.28563e-07 2.83955e-07 1.25041e-07 1.27221e-07 1.13166e-07 9.57814e-08 3.10336e-07 3.81758e-07 2.01998e-07 1.40538e-07 9.64416e-07 1.70716e-06 1.00013e-06 1.2915e-07 1.22778e-07 4.29705e-07 1.07415e-07 9.95124e-08 9.8999e-08 9.11532e-08 3.29123e-07 4.84213e-07 5.47977e-07 2.60468e-07 5.09813e-07 1.67009e-07 4.0259e-07 9.02616e-07 3.98583e-07
threshold=-0.083174999999999985 -0.069704999999999989 0.092400000000000024 0.049580000000000006 -0.085749999999999979 -0.088034999999999988 0.092410000000000006 0.053330000000000009 -0.15339499999999998 -0.090999999999999984 -0.011559999999999999 0.053180000000000012 0.087305000000000008 -0.075974999999999987 0.10750500000000002 -0.0050599999999999994 1.0000000180025095e-35 0.23208000000000004 0.094030000000000016 0.62951500000000016 -0.087004999999999985 -0.075754999999999989 -0.097224999999999992 0.015440000000000001 -0.079429999999999987 0.089625000000000024 -0.13710499999999998 0.080335000000000018 0.099265000000000006 -0.10278499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 9 -9 -3 11 12 -11 -13 -8 16 -12 18 19 20 21 -17 -23 -24 25 -22 27 -26 -29 -28
right_child=1 6 -4 -5 -6 -7 14 8 -10 10 15 13 -14 -15 -16 17 -18 -19 -20 -21 24 22 23 -25 26 -27 29 28 -30 -31
leaf_value=-7.0022424254672781e-06 1.4390725096919122e-05 8.7125124318171639e-06 -1.2089487411003576e-05 -8.0695350074425485e-06 6.7018512927461412e-06 2.4885983002604921e-07 1.0121755217989466e-05 1.2288780771996245e-06 -1.8075751480258381e-05 -3.5003400633589384e-05 1.6126562277349878e-05 -6.817069584030833e-06 2.7144227000722561e-06 2.3461327297127356e-05 -2.8870194123206044e-07 7.5774121831692849e-06 -4.126155479091474e-06 6.7275825775444291e-06 -5.4496507225325553e-06 -6.6025236967768498e-06 1.9292960799551415e-05 5.6476458363855878e-06 -1.7725798275741429e-05 -2.5084373191930357e-07 -1.027096998779426e-07 -1.0221934887037302e-06 1.0120067282714002e-05 -2.605648350297651e-05 3.263041441771618e-06 1.6710688870124408e-07
leaf_weight=26 21 27 25 21 25 125 22 20 21 21 20 24 28 20 26 26 22 24 33 22 21 30 38 34 127 30 41 21 21 2159
leaf_count=26 21 27 25 21 25 125 22 20 21 21 20 24 28 20 26 26 22 24 33 22 21 30 38 34 127 30 41 21 21 2159
internal_value=0 1.56983e-07 -2.05001e-06 -7.75963e-07 9.42924e-08 -9.99674e-07 5.31236e-08 -2.2008e-08 -8.65886e-06 1.04959e-07 2.08156e-08 -3.80055e-06 -1.34504e-05 6.94584e-06 4.48276e-06 1.53969e-07 5.518e-06 6.821e-08 6.80967e-09 7.68732e-08 1.34545e-07 -2.46615e-06 -5.02627e-06 -9.47374e-06 2.72102e-07 7.34287e-06 1.19882e-07 -2.90951e-06 -1.13967e-05 3.52594e-07
internal_weight=0 2899 222 197 176 151 2878 2830 41 2789 2762 93 49 44 48 2669 42 2627 2603 2570 2548 128 102 72 2420 51 2369 169 42 2200
internal_count=3121 2899 222 197 176 151 2878 2830 41 2789 2762 93 49 44 48 2669 42 2627 2603 2570 2548 128 102 72 2420 51 2369 169 42 2200
is_linear=0
shrinkage=0.1


Tree=5695
num_leaves=31
num_cat=0
split_feature=45 10 0 15 52 33 97 9 15 400 399 130 4 400 15 394 130 1186 1183 1185 43 43 43 1 4 0 0 1212 401 52
split_gain=8.6136e-08 9.10579e-08 8.76171e-07 8.2518e-07 4.16624e-07 1.14021e-07 1.05343e-07 2.63676e-07 9.29895e-08 8.83668e-08 3.17101e-07 2.66375e-07 3.47757e-07 2.03428e-07 1.45467e-07 9.68478e-08 1.86318e-07 1.26345e-07 1.58325e-07 1.15103e-07 1.06353e-07 8.05115e-07 4.95322e-07 3.81957e-07 8.04182e-07 3.06121e-07 3.59001e-07 2.99246e-07 2.58905e-07 2.13503e-07
threshold=0.097190000000000012 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.049749999999999996 -0.012019999999999998 -0.084639999999999979 -0.013509999999999999 0.23208000000000004 -0.08262499999999999 0.090145000000000017 0.087380000000000013 -0.085964999999999986 -0.081639999999999976 0.084655000000000022 0.013605000000000001 -0.12279499999999997 -0.089559999999999987 -0.073809999999999973 0.090595000000000009 0.060960000000000007 0.055925000000000009 0.05259500000000001 0.090275000000000008 -0.069389999999999993 -0.11242999999999999 -0.097274999999999986 0.10083000000000002 -0.41128499999999996 0.10347000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -3 -7 -8 9 10 11 12 -9 -11 -14 17 -17 -15 -19 20 21 22 28 25 -25 -22 -27 29 -20 -28
right_child=-2 5 3 4 -6 6 7 8 -10 13 -12 -13 14 15 -16 16 -18 18 19 -21 23 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-2.077148008290599e-05 4.7319570363039309e-06 6.6423117284732425e-06 1.3290124341678065e-05 1.1368047500368181e-06 -1.6071620676072484e-05 -6.6072376929090145e-06 9.7025725673509971e-06 1.4178059973346536e-05 6.1502297209396308e-06 -1.0026837991885952e-05 1.4025284071976785e-05 -8.74211452810414e-06 4.3918836097638573e-06 -7.4452836997807026e-06 -5.0148557264557382e-06 -1.8696641218825379e-06 1.1298950284115218e-05 8.1038314459400023e-06 1.034217586190304e-05 -7.2724209293601635e-06 1.0547196437143542e-05 1.7242891583548586e-05 -1.5795894760231023e-05 -2.5012764161260752e-05 -2.4447468382125709e-06 -1.0532554383093102e-05 4.5547887046088114e-06 -9.8206746651672091e-06 -1.0081891259665318e-07 -3.9979774888147053e-06
leaf_weight=22 38 26 36 34 24 24 28 21 24 21 20 25 31 24 35 22 21 23 24 23 26 27 20 20 75 33 116 23 2196 39
leaf_count=22 38 26 36 34 24 24 28 21 24 21 20 25 31 24 35 22 21 23 24 23 26 27 20 20 75 33 116 23 2196 39
internal_value=0 -5.83196e-08 -2.80686e-06 1.39763e-06 -5.98392e-06 4.91393e-08 -9.14785e-09 4.51388e-08 -4.84604e-08 -1.00387e-07 2.42667e-06 3.5549e-07 2.96974e-06 -2.2244e-07 -5.96539e-07 -1.46521e-07 4.56152e-06 -2.22372e-07 -1.56833e-07 -2.29295e-07 -1.66966e-07 7.78359e-08 -1.29064e-07 -1.83855e-06 -7.19591e-06 3.0891e-07 -9.5268e-07 8.23364e-07 1.20783e-08 2.4028e-06
internal_weight=0 3083 116 94 58 2967 2941 2917 2889 2865 132 112 87 2733 66 2712 43 2669 2645 2622 2599 2267 2240 332 95 237 211 178 2220 155
internal_count=3121 3083 116 94 58 2967 2941 2917 2889 2865 132 112 87 2733 66 2712 43 2669 2645 2622 2599 2267 2240 332 95 237 211 178 2220 155
is_linear=0
shrinkage=0.1


Tree=5696
num_leaves=31
num_cat=0
split_feature=12 4 9 10 1 11 4 131 131 13 3 484 42 480 481 128 13 42 480 12 42 12 3 480 12 1447 3 132 1186 1204
split_gain=9.36627e-08 1.70165e-07 8.66778e-08 2.61619e-07 4.18289e-07 1.91607e-07 9.42101e-08 8.91489e-08 8.06652e-07 3.27842e-07 4.8877e-07 2.80221e-07 3.87497e-07 2.76883e-07 1.1621e-06 2.4172e-07 3.44192e-07 2.37705e-07 1.99154e-07 1.92333e-07 3.33636e-07 2.52608e-07 3.01716e-07 1.76197e-07 8.58616e-07 1.05023e-06 5.23422e-07 1.84428e-07 2.62568e-06 1.9238e-06
threshold=0.23631000000000002 0.63113500000000011 0.092890000000000014 0.053330000000000009 0.11829500000000003 -1.0000000180025095e-35 0.51388000000000011 0.090690000000000007 0.090175000000000019 -0.077799999999999994 -0.073884999999999992 -0.0087999999999999988 0.096035000000000023 0.11240000000000001 -0.00058999999999999992 0.088865000000000013 -0.06977499999999999 0.091625000000000012 0.10344000000000002 0.087445000000000009 -0.088669999999999985 0.095330000000000012 -0.08867499999999999 0.086930000000000021 0.083985000000000018 -0.086279999999999982 -0.080564999999999984 -0.083284999999999984 0.0044650000000000011 -0.08130999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 13 10 17 -11 15 18 -15 16 -13 -9 23 20 -18 22 -21 27 -25 -26 -27 28 -7 -29
right_child=-2 -3 -4 4 -6 6 -8 9 -10 11 -12 12 -14 14 -16 -17 19 -19 -20 21 -22 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=8.740020967707096e-06 -6.3578956799218495e-06 7.8076091020713132e-06 4.5435425629587301e-06 -1.8345191790558601e-05 2.1069192735012618e-06 -1.3692275790229516e-06 -4.4929116203538218e-06 6.3316429206218394e-06 -1.924651152607608e-05 -1.1641816136034323e-05 1.7168804217059611e-05 -1.4436683013627773e-05 1.2725199909861354e-05 2.5387143714397102e-05 -8.2942117799012488e-06 7.7682668347733855e-06 -1.5614990523715733e-05 -7.0557410015767566e-06 -8.8554563901128025e-06 1.5533706842192757e-05 7.5327133703412436e-07 -3.6974739092935734e-06 8.1831245600034521e-07 1.7958756102269682e-05 -1.8624962882313413e-05 1.5652901377701973e-05 -4.0512305321709182e-06 -2.9916188519895186e-05 3.7009689531259941e-05 -1.9577956600014372e-07
leaf_weight=25 23 28 41 20 20 164 47 36 22 20 30 20 24 20 21 29 20 21 26 22 33 45 38 31 25 28 26 22 20 2174
leaf_count=25 23 28 41 20 20 164 47 36 22 20 30 20 24 20 21 29 20 21 26 22 33 45 38 31 25 28 26 22 20 2174
internal_value=0 4.72009e-08 -2.3578e-08 -8.53978e-08 -8.11914e-06 2.2113e-08 -5.14186e-08 2.01447e-08 -1.7999e-07 1.54721e-06 6.83716e-06 -2.86359e-07 6.96797e-07 -1.5945e-08 8.13572e-06 -6.978e-07 -2.0771e-06 1.39945e-06 -1.48782e-07 -5.126e-07 -5.42343e-06 1.9662e-06 6.21396e-06 -5.7869e-08 3.85497e-06 -1.67943e-06 6.16573e-06 -2.38714e-07 2.80239e-06 -4.93525e-07
internal_weight=0 3098 3070 3029 40 2989 2964 2917 2579 338 87 251 231 2557 41 207 178 57 2516 158 53 105 60 2490 110 79 54 2380 184 2196
internal_count=3121 3098 3070 3029 40 2989 2964 2917 2579 338 87 251 231 2557 41 207 178 57 2516 158 53 105 60 2490 110 79 54 2380 184 2196
is_linear=0
shrinkage=0.1


Tree=5697
num_leaves=31
num_cat=0
split_feature=1203 1204 1203 401 1212 132 132 1203 11 12 0 2 399 0 15 1185 1185 1186 1186 393 1186 130 0 0 0 12 129 160 12 3
split_gain=1.02643e-07 1.59124e-07 1.53477e-07 1.0625e-07 1.39569e-07 1.28251e-07 4.09776e-07 2.81098e-07 9.28318e-08 9.17122e-08 1.71565e-07 1.49972e-07 2.67753e-07 1.81279e-07 1.21219e-07 9.03639e-08 1.17732e-07 1.39822e-07 1.52277e-07 1.12989e-07 9.54583e-08 1.45025e-07 5.17843e-07 9.00702e-07 2.04109e-07 1.50926e-07 1.02441e-07 1.07136e-07 4.88926e-07 5.1953e-07
threshold=0.10970500000000001 0.057120000000000011 -1.0000000180025095e-35 0.13837000000000002 0.15358000000000002 -0.083174999999999985 -0.034244999999999991 0.088820000000000024 -0.072629999999999986 0.12477500000000001 -0.098289999999999975 0.089320000000000024 0.085965000000000014 -0.073309999999999986 0.084655000000000022 0.093750000000000014 0.085905000000000009 -0.091099999999999987 -0.085584999999999981 0.09389500000000002 0.090275000000000008 -0.004729999999999999 -0.088774999999999979 -0.080434999999999993 -0.10836499999999999 0.096830000000000013 0.11234000000000001 0.086075000000000013 0.089570000000000025 -0.094874999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 9 -8 10 -4 12 -12 -13 -14 16 17 -10 -19 20 21 22 24 -24 -20 -25 27 -23 -29 -30
right_child=-2 -3 3 -5 -6 6 8 -9 15 -11 11 13 14 -15 -16 -17 -18 18 19 -21 -22 26 23 25 -26 -27 -28 28 29 -31
leaf_value=7.6664202004814379e-06 7.1409222800866701e-06 -8.3328555972358394e-06 -9.4486800118322491e-06 -7.314071585824422e-06 8.1227244880297114e-06 1.4372098731882943e-05 -6.6165329783308113e-06 -1.3502042427370769e-05 -7.7322488145316882e-06 5.1314028314664029e-06 -1.190625067314007e-05 1.0007709821972338e-05 6.7295795166241343e-06 -2.8830645442212701e-06 -3.2465541529557506e-06 -6.6403549953975019e-06 5.8686321218764148e-06 8.7911788841665833e-06 -2.1425894071095779e-06 7.1701373264752213e-06 6.5339932503279257e-06 3.8359423382299866e-07 -2.6471060448871174e-05 -7.3936946739650006e-06 1.1040311756746831e-05 4.609053493450947e-06 -7.0546480060329488e-06 -3.7293120489682981e-06 1.5663852248716618e-05 -1.045523507929495e-06
leaf_weight=26 20 23 26 20 21 20 21 21 23 20 24 24 21 20 29 20 35 20 24 22 22 2185 21 20 23 22 20 249 30 49
leaf_count=26 20 23 26 20 21 20 21 21 23 20 24 24 21 20 29 20 35 20 24 22 22 2185 21 20 23 22 20 249 30 49
internal_value=0 -4.60566e-08 1.58656e-08 -4.93095e-08 -1.38893e-09 -5.805e-08 1.08934e-07 -2.60884e-06 7.27201e-09 -1.21398e-06 -2.09528e-06 -4.75044e-07 -3.22404e-06 4.14827e-06 9.43422e-07 5.72181e-08 1.05663e-07 3.17793e-08 9.77463e-08 3.30389e-08 -2.5879e-08 -8.04825e-08 -3.63511e-06 -9.56138e-06 4.30862e-06 -1.10654e-06 7.38834e-08 1.30617e-07 -1.55462e-06 5.29981e-06
internal_weight=0 3101 3078 3052 3032 3011 2826 185 2806 164 144 118 74 44 50 2785 2765 2730 2707 2687 2665 2643 110 63 47 42 2533 2513 328 79
internal_count=3121 3101 3078 3052 3032 3011 2826 185 2806 164 144 118 74 44 50 2785 2765 2730 2707 2687 2665 2643 110 63 47 42 2533 2513 328 79
is_linear=0
shrinkage=0.1


Tree=5698
num_leaves=31
num_cat=0
split_feature=1203 1204 1203 401 1212 132 399 15 393 12 1213 1211 401 3 133 1210 13 13 42 2 47 47 376 39 9 33 8 124 124 4
split_gain=8.3141e-08 1.2889e-07 1.24316e-07 8.60624e-08 1.13051e-07 1.0521e-07 5.349e-07 1.84749e-07 1.1579e-07 1.59579e-07 9.78423e-08 1.55538e-07 1.35171e-07 4.0995e-07 3.2202e-07 2.47224e-07 9.12009e-08 1.62685e-07 9.25944e-08 1.43241e-07 8.83464e-08 1.81677e-07 1.27189e-07 1.56061e-07 2.9598e-07 5.85301e-07 4.51064e-07 1.58751e-07 2.36387e-07 2.49511e-07
threshold=0.10970500000000001 0.057120000000000011 -1.0000000180025095e-35 0.13837000000000002 0.15358000000000002 -0.083449999999999983 0.091580000000000009 0.087825000000000014 0.092175000000000021 0.090020000000000017 0.51258500000000007 0.11671000000000002 -0.13200999999999999 -0.076669999999999988 0.51114000000000004 0.24726500000000004 -0.011289999999999998 -0.051094999999999995 -0.018024999999999996 0.090675000000000019 0.14174500000000004 0.13148500000000005 0.085245000000000015 -1.0000000180025095e-35 0.092235000000000011 -0.0066799999999999993 0.091215000000000004 -0.086289999999999992 -0.0037749999999999993 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 8 16 10 -10 11 12 13 -7 15 20 17 -4 19 -18 21 22 23 -14 25 -25 -26 -27 29 -29
right_child=-2 -3 3 -5 -6 6 -8 -9 9 -11 -12 -13 14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 24 26 27 -28 28 -30 -31
leaf_value=6.8997764034205684e-06 6.4268297239777898e-06 -7.499570582418211e-06 1.9143296937657467e-06 -6.5826639956867443e-06 7.3104512011923367e-06 -1.7610531000228189e-06 1.5628516761849326e-05 -1.0196806467250169e-05 1.0921975842848043e-06 -1.1388970753094847e-05 7.0219396764059642e-06 -6.8218284247974005e-06 6.4627358992047929e-06 1.6382874746341259e-05 -9.8313950564426538e-06 1.0430984564110355e-05 2.4047360986716941e-06 -8.5284982765188024e-06 6.4038258721626806e-06 -7.1616299332314774e-06 -6.603072788493591e-06 7.441192170435071e-06 -3.8530929210081481e-06 1.5374819307908182e-05 -1.9214130973068677e-05 4.0200829518648506e-06 1.1199645427950601e-06 -1.4023079515027349e-05 -1.1364348261930918e-08 -5.9581088862614706e-07
leaf_weight=26 20 23 26 20 21 33 22 26 20 21 20 33 38 20 33 23 45 35 23 24 20 33 84 25 20 94 24 25 2213 31
leaf_count=26 20 23 26 20 21 33 22 26 20 21 20 33 38 20 33 23 45 35 23 24 20 33 84 25 20 94 24 25 2213 31
internal_value=0 -4.14474e-08 1.42826e-08 -4.4375e-08 -1.24644e-09 -5.22413e-08 9.63705e-08 -2.40346e-06 -2.52335e-08 -5.3006e-06 5.28777e-08 2.17513e-09 8.50883e-08 5.08571e-06 -1.4436e-08 1.08743e-07 -1.0791e-06 -4.07746e-06 9.08935e-07 -9.22696e-07 1.76757e-08 6.88604e-08 -2.63968e-08 1.03742e-07 4.38256e-09 1.5413e-07 -8.12281e-06 -6.90166e-09 -1.73731e-07 -6.59013e-06
internal_weight=0 3101 3078 3052 3032 3011 2832 179 2810 41 2769 2749 2716 53 2663 2630 153 61 92 69 2607 2587 2554 2470 2432 2388 44 2363 2269 56
internal_count=3121 3101 3078 3052 3032 3011 2832 179 2810 41 2769 2749 2716 53 2663 2630 153 61 92 69 2607 2587 2554 2470 2432 2388 44 2363 2269 56
is_linear=0
shrinkage=0.1


Tree=5699
num_leaves=31
num_cat=0
split_feature=12 130 132 50 1185 1203 1204 9 10 124 11 9 2 2 12 52 52 16 130 15 0 1 1 2 160 150 48 4 0 42
split_gain=8.23596e-08 1.71849e-07 8.46918e-08 2.41464e-06 1.46901e-06 3.91302e-07 1.22468e-07 1.07418e-07 2.34835e-07 3.61073e-07 1.88715e-07 1.21489e-07 1.0479e-07 9.74288e-08 8.42753e-08 1.24514e-07 2.30437e-07 9.94969e-08 1.33722e-07 8.41821e-08 8.00264e-08 6.49853e-07 4.21385e-06 3.64162e-06 6.86812e-07 3.68995e-07 6.88319e-07 3.60875e-07 3.22522e-07 7.19351e-07
threshold=0.23631000000000002 -0.22461999999999996 -0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 -0.082274999999999987 0.092410000000000006 0.053330000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10750500000000002 0.083865000000000009 -0.14451499999999998 0.11527000000000001 0.090645000000000017 0.08709500000000002 -0.090764999999999985 -0.0024349999999999992 -0.56020999999999987 -0.10151999999999999 0.092695000000000013 0.089875000000000024 0.087675000000000017 0.089640000000000011 0.09487000000000001 0.08790000000000002 0.50822500000000004 -0.097024999999999986 -0.012324999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 14 12 8 10 -10 -8 -9 -6 -12 15 16 17 -3 -19 -15 21 22 25 -23 27 26 -21 -25 29 -22
right_child=-2 2 4 -5 6 -7 7 11 9 -11 13 -13 -14 19 -16 -17 -18 18 -20 20 28 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=7.9873871813847316e-06 -5.9619308340979444e-06 4.7271032379849831e-06 -2.5911704332512188e-05 3.499144087527384e-05 1.0377803805351419e-05 -1.4725336385765787e-05 8.8106044917897933e-06 1.034826522559992e-05 1.5155102855281994e-06 -1.7258827276691591e-05 -7.0499256344191963e-06 -1.7186295103190632e-07 5.0198248738359498e-07 -6.350491960239153e-06 5.9746610250364208e-06 4.3997272213245093e-06 -1.1309793468250934e-05 -9.1494455818974527e-06 5.2552568922692447e-07 4.9704396966017463e-07 7.3820579624831838e-06 3.3601896786815298e-05 -4.5527855388085999e-05 8.3660397626426209e-07 -1.2778172592536268e-05 -1.1287127112847797e-05 1.8537808108476385e-05 1.4934693006694034e-05 -3.6679759685580508e-08 -1.3749335867798288e-05
leaf_weight=27 23 29 22 20 21 20 24 21 21 20 20 23 22 21 21 36 23 20 50 178 24 37 21 197 36 21 24 20 2030 49
leaf_count=27 23 29 22 20 21 20 24 21 21 20 20 23 22 21 21 36 23 20 50 178 24 37 21 197 36 21 24 20 2030 49
internal_value=0 4.42649e-08 -2.55704e-08 1.86954e-06 -1.71092e-07 -1.4593e-06 2.90115e-08 -5.27e-08 -1.31329e-07 -7.6427e-06 -1.73519e-08 4.84911e-06 5.32506e-06 -9.64673e-08 2.29395e-08 -7.68112e-07 -2.29305e-06 -1.98249e-07 -2.23875e-06 -4.41463e-08 6.07487e-09 1.0993e-06 -2.70383e-06 4.29918e-06 1.3797e-08 1.32893e-06 2.6405e-06 2.13597e-06 -2.71521e-07 -6.80203e-06
internal_weight=0 3098 3071 219 2852 199 2830 2787 2743 41 2702 44 43 2678 179 158 122 99 70 2658 2637 534 244 290 253 223 202 217 2103 73
internal_count=3121 3098 3071 219 2852 199 2830 2787 2743 41 2702 44 43 2678 179 158 122 99 70 2658 2637 534 244 290 253 223 202 217 2103 73
is_linear=0
shrinkage=0.1


Tree=5700
num_leaves=31
num_cat=0
split_feature=130 10 2 40 2 147 142 11 33 10 4 96 97 2 15 150 1374 1 42 156 16 2 3 1375 151 150 147 148 52 132
split_gain=9.90652e-08 2.1822e-07 3.08071e-07 2.00716e-07 1.48364e-07 1.50172e-07 2.23804e-07 2.76347e-07 2.16072e-07 1.49386e-07 2.99381e-06 1.54978e-07 1.18104e-07 2.8764e-07 1.38113e-06 1.06405e-07 6.79647e-07 4.91437e-07 2.00959e-06 1.95734e-06 1.38928e-06 5.70093e-07 8.94307e-07 3.64576e-07 3.43265e-07 1.6243e-07 1.414e-07 2.20481e-07 2.23676e-07 1.20767e-07
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 0.17025000000000004 0.10735000000000001 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 -0.013164999999999998 0.053180000000000012 0.087655000000000025 -0.084639999999999979 -0.0050599999999999994 -0.10203999999999998 0.090480000000000019 0.089635000000000006 0.090275000000000008 0.083715000000000026 0.087515000000000009 -0.0087049999999999992 0.11411 0.086245000000000016 0.10380000000000002 -0.073794999999999986 0.087790000000000021 0.090115000000000015 -0.083779999999999979 -0.14715499999999998 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -8 -9 10 -10 12 -11 14 -14 23 17 18 -17 -20 -21 22 -19 25 -23 26 27 28 -15 -29
right_child=1 3 -4 4 -6 -7 7 8 9 11 -12 -13 13 15 -16 16 -18 21 19 20 -22 24 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-7.0153679257600751e-06 -1.1670390709436367e-06 -9.7947235514896291e-06 1.617471009012661e-05 1.0563308276232421e-05 8.3916769946361978e-06 -7.9215369022260059e-06 -1.0737739701956646e-05 -9.2208559944992898e-06 -2.038914223664071e-05 -7.0523597059946042e-06 2.9602661594253735e-05 -8.7489442489641088e-06 1.8425662744304742e-05 -3.5878062503581444e-07 -1.3529612193624852e-05 -2.9420669561659453e-05 1.7286613673115006e-05 4.8371093583909899e-07 2.6782404502038543e-05 -2.7448041434278519e-05 7.1338098328291939e-06 5.2356765164321677e-06 2.5726411608047787e-05 -1.3635828190672328e-05 -1.2429529823004323e-05 8.4739271063550738e-06 -7.0984754451085884e-06 2.1477328084698972e-06 1.4069768903110262e-05 -4.1120967009849628e-07
leaf_weight=20 21 21 20 20 21 24 24 25 23 23 25 20 38 21 21 25 26 32 24 21 26 22 25 20 22 22 29 201 22 2237
leaf_count=20 21 21 20 20 21 24 24 25 23 23 25 20 38 21 21 25 26 32 24 21 26 22 25 20 22 22 29 201 22 2237
internal_value=0 4.5231e-08 7.29235e-06 -5.1871e-08 1.54538e-08 -4.28301e-08 2.03259e-08 -5.05752e-08 3.63713e-08 1.15493e-07 5.64826e-06 2.3184e-08 8.4592e-08 1.42514e-07 7.05175e-06 -4.38551e-09 2.09039e-06 8.47991e-08 -5.03822e-06 3.54715e-06 -8.31766e-06 4.9542e-06 1.15551e-05 -1.87432e-07 -3.59693e-06 -8.12048e-08 -1.5619e-07 -7.50428e-08 7.02327e-06 -2.00239e-07
internal_weight=0 3101 41 3060 3039 3018 2994 2974 2950 2925 48 2877 2857 2834 59 2775 223 197 96 71 47 101 57 2552 44 2532 2510 2481 43 2438
internal_count=3121 3101 41 3060 3039 3018 2994 2974 2950 2925 48 2877 2857 2834 59 2775 223 197 96 71 47 101 57 2552 44 2532 2510 2481 43 2438
is_linear=0
shrinkage=0.1


Tree=5701
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 132 49 2 2 52 11 1 1 484 40 16 10 3 9 2 9 2 52 49 123 13 39 13 4 1371 2
split_gain=9.2763e-08 4.35661e-07 1.93558e-07 1.76864e-07 1.00686e-07 9.79897e-08 1.44915e-07 2.29882e-07 1.58897e-07 8.62092e-08 9.06827e-08 3.11347e-07 3.99757e-07 8.23673e-07 1.99658e-07 1.65647e-07 3.12985e-07 2.83904e-07 2.17462e-07 5.18338e-07 1.12231e-07 3.09124e-07 3.15807e-07 2.70433e-07 2.7536e-07 2.53374e-07 2.39378e-07 2.1244e-07 1.62664e-07 2.04688e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.085749999999999979 0.10211000000000002 0.10276500000000001 0.089125000000000024 0.08709500000000002 -0.072629999999999986 0.13534000000000004 0.13756000000000004 0.090535000000000018 -0.07632499999999999 -0.25582999999999995 0.0036750000000000007 -0.012939999999999998 0.088235000000000022 -0.0050599999999999994 -0.036024999999999995 0.13404500000000005 -1.0000000180025095e-35 0.11428500000000001 0.086445000000000008 -0.061684999999999997 0.084020000000000011 -0.029529999999999997 0.04735000000000001 0.089240000000000014 0.11682500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 -1 -3 15 -12 13 -13 -15 17 -17 18 19 -11 23 22 -22 25 -25 28 -27 -28 29 -20
right_child=1 9 -4 -5 -6 -7 -8 -9 -10 10 11 12 -14 14 -16 16 -18 -19 20 -21 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-3.1050338608815033e-07 1.4501985591171738e-05 -6.3376178467305657e-06 -1.0258913283905713e-05 -9.592507153467436e-06 5.9950101622234799e-06 4.8625211984472119e-06 -9.7986156288243367e-06 8.5816633600188655e-06 -1.0202656912125267e-05 -6.7380026947019459e-07 -1.0552222883494064e-05 1.7481256815342153e-05 -1.1092121251119982e-05 -8.408780888313425e-06 1.7392562177577774e-06 -3.6591558715112376e-08 1.56451385737455e-05 -9.8949024699582631e-06 8.4417684333825307e-08 1.9307700245008164e-05 1.5828666719557829e-05 -1.3227383543711436e-06 -5.0541575561169346e-07 -1.3019472788755593e-05 -2.7040218352820177e-07 1.4269471299762106e-05 6.6718079877417134e-06 -6.1202385177239202e-06 8.2999724010891353e-06 -3.9736122861348013e-06
leaf_weight=62 21 21 25 21 25 25 20 22 22 37 35 28 26 33 47 35 20 28 2130 20 29 66 20 32 36 23 37 20 23 132
leaf_count=62 21 21 25 21 25 25 20 22 22 37 35 28 26 33 47 35 20 28 2130 20 29 66 20 32 36 23 37 20 23 132
internal_value=0 1.50864e-07 -1.9701e-06 -9.18222e-07 1.16778e-07 -8.56439e-07 -1.99115e-06 -5.18048e-07 -2.90131e-06 4.61475e-08 9.30705e-08 -2.1538e-06 3.98158e-08 2.71973e-06 -2.44681e-06 2.34336e-07 5.66586e-06 1.20878e-07 2.28534e-07 6.33725e-06 9.18787e-08 3.14454e-06 9.16169e-06 -5.24108e-08 -6.26996e-06 1.2636e-07 5.65812e-06 2.18337e-06 -6.73119e-08 -1.5239e-07
internal_weight=0 2899 222 197 176 151 126 106 84 2878 2857 169 134 108 80 2688 55 2633 2605 57 2548 115 49 2433 68 2365 80 57 2285 2262
internal_count=3121 2899 222 197 176 151 126 106 84 2878 2857 169 134 108 80 2688 55 2633 2605 57 2548 115 49 2433 68 2365 80 57 2285 2262
is_linear=0
shrinkage=0.1


Tree=5702
num_leaves=31
num_cat=0
split_feature=10 16 9 51 33 15 448 0 45 142 2 2 2 43 16 1 160 155 16 16 16 3 2 52 4 51 3 51 43 1
split_gain=8.30613e-08 8.40128e-07 1.16784e-06 2.047e-07 1.25041e-07 9.34518e-08 8.04378e-08 2.02274e-07 1.06293e-07 1.98573e-07 8.51534e-08 1.02689e-06 3.67212e-07 5.12907e-07 3.51862e-07 8.03206e-07 3.1329e-07 2.87877e-07 4.59438e-07 7.64053e-07 5.51422e-07 3.63198e-07 2.59039e-07 2.5448e-07 3.52511e-07 3.40895e-07 2.98803e-07 2.01568e-07 2.00785e-07 2.01225e-07
threshold=-0.011559999999999999 -0.056919999999999991 0.082870000000000013 0.092235000000000011 -0.012019999999999998 -0.26481999999999994 0.068920000000000023 -0.26609999999999995 0.094030000000000016 -1.0000000180025095e-35 0.10912000000000001 0.11018500000000002 0.10731 -0.071044999999999983 0.62682500000000008 0.107145 0.11205000000000002 0.083440000000000014 -0.08595499999999999 -0.071359999999999993 -0.27167499999999994 -0.095524999999999985 0.10644500000000001 0.10263500000000002 -0.055319999999999994 -0.034734999999999995 -0.072624999999999981 0.13640000000000002 -0.078139999999999973 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 -1 7 -6 9 -9 12 -12 22 -14 16 -16 17 18 20 -20 28 -21 -11 25 -25 26 -23 -27 -13 -30
right_child=4 -3 -4 -5 6 -7 -8 8 -10 10 11 14 13 -15 15 -17 -18 -19 19 21 -22 23 -24 24 -26 27 -28 -29 29 -31
leaf_value=-1.0405824687040878e-05 7.0079619005215283e-06 1.0201324220007437e-05 -2.848018866237518e-05 6.2672562228766299e-06 9.6385135998905933e-06 -7.3877617069229028e-07 -6.2776639606454414e-06 9.5364959241289228e-06 -6.2314800657161507e-06 -1.8838870336549981e-07 2.3378181585940185e-05 6.6231549854478543e-06 -2.0155707940458262e-05 4.138091214742788e-07 -2.084511471262355e-05 4.7664406185958804e-06 1.2514300317928682e-05 1.0152124106502141e-05 -1.8635127617017133e-05 -1.2762147778867865e-05 1.4138966451308731e-05 7.8651686317664809e-06 9.6641291276211164e-06 -1.5662207918012428e-05 1.4771979848167878e-06 1.7701524202493603e-05 -5.0594555020479507e-06 3.6740931483065999e-06 -9.3233819947832125e-06 9.5939636741579167e-07
leaf_weight=20 26 36 21 23 22 20 20 22 27 2289 20 40 22 27 24 25 23 29 28 23 39 27 27 20 30 20 53 21 26 71
leaf_count=20 26 36 21 23 22 20 20 22 27 2289 20 40 22 27 24 25 23 29 28 23 39 27 27 20 30 20 53 21 26 71
internal_value=0 -2.57985e-06 -8.05749e-06 -1.24992e-06 1.03166e-07 -5.5723e-06 4.28219e-08 8.56001e-08 1.39452e-08 7.19722e-08 -2.26013e-10 1.15971e-06 -2.54775e-07 -8.82148e-06 2.69193e-07 -7.77799e-06 1.14544e-06 5.33069e-07 -1.67817e-07 -3.193e-06 3.64804e-06 -9.64241e-07 -7.35277e-08 6.22612e-07 -5.37856e-06 3.10244e-06 -6.97395e-07 1.05167e-05 6.61572e-07 -1.79681e-06
internal_weight=0 120 84 63 3001 40 2975 2955 2933 2906 2884 519 2365 49 499 49 450 427 398 222 176 194 2316 171 50 121 80 41 137 97
internal_count=3121 120 84 63 3001 40 2975 2955 2933 2906 2884 519 2365 49 499 49 450 427 398 222 176 194 2316 171 50 121 80 41 137 97
is_linear=0
shrinkage=0.1


Tree=5703
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 1209 1209 1209 4 4 133 4 42 133 1447 480 402 1211 4 4 52 52 1 16 0 0 13 2 2 13 0 157
split_gain=8.21156e-08 2.88224e-07 1.19478e-07 1.16947e-07 1.31699e-07 1.5458e-07 1.05177e-07 8.2458e-07 1.41821e-06 7.47049e-07 1.67182e-06 2.70449e-06 4.12081e-07 7.06163e-07 1.08374e-06 3.83198e-07 6.48616e-07 7.3597e-07 4.34669e-07 1.06832e-06 4.75647e-07 2.84314e-07 5.01356e-07 9.03818e-07 4.01046e-07 2.85223e-07 5.16595e-07 3.83958e-07 2.50525e-07 2.47683e-07
threshold=0.11846000000000001 0.10683000000000002 -0.092099999999999987 -0.085894999999999985 -0.079679999999999987 -0.065739999999999979 -0.081839999999999982 -0.082349999999999993 -0.016679999999999997 -0.080744999999999997 0.086950000000000013 -0.059434999999999995 -0.086359999999999978 0.086995000000000017 0.10874500000000002 0.094920000000000018 -0.083439999999999986 -0.084134999999999988 0.11434500000000002 0.10024500000000001 0.082535000000000011 -0.085589999999999986 -0.084384999999999988 -0.087084999999999982 -0.010094999999999998 0.085345000000000018 0.084855000000000014 -0.083619999999999986 -0.087319999999999995 -0.04831499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 12 -9 10 11 -8 -7 14 15 16 17 18 19 21 -20 24 23 -23 -14 26 -24 -27 -26 -29
right_child=-2 -3 3 4 5 6 9 8 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 20 -21 -22 22 25 -25 28 27 -28 29 -30 -31
leaf_value=5.9315576784095304e-06 5.5964173603010404e-06 -1.1199752834331974e-05 -7.4661537967455985e-06 7.9138876290450017e-06 -8.5825023450611515e-06 1.4372482855833368e-05 2.3407107474585328e-06 3.2287014746337016e-05 -3.6195232951286018e-06 -4.9405870018426466e-09 1.2834252679567727e-05 -4.783064843996683e-05 1.440608877487648e-05 -1.3822254466175664e-05 2.2913109045302484e-05 -1.3145257590126264e-05 1.3119523774130849e-05 -1.6657895637898173e-05 2.058799937869827e-05 -2.2721635053000815e-05 9.6536205660413556e-07 1.5360592560055324e-06 1.0854014387429768e-06 -2.53430789929222e-05 -8.2581981933756105e-06 -1.3866151061847632e-05 1.8243974919523286e-05 -6.0823361541135421e-06 5.7983658109606045e-06 1.896884307705258e-06
leaf_weight=34 26 23 21 21 21 20 22 22 22 2163 20 21 32 36 21 22 37 27 21 21 30 29 74 22 21 22 23 51 32 164
leaf_count=34 26 23 21 21 21 20 22 22 22 2163 20 21 32 36 21 22 37 27 21 21 30 29 74 22 21 22 23 51 32 164
internal_value=0 -4.70081e-08 3.64922e-08 -2.94828e-08 2.22805e-08 -3.30345e-08 2.73147e-08 1.05235e-06 1.43337e-05 -3.17587e-07 -1.10518e-05 -2.21616e-05 2.23441e-07 -1.8967e-07 5.66529e-07 -1.80729e-07 2.8993e-07 -5.44331e-07 2.58374e-07 -6.54318e-07 9.04527e-06 3.31668e-07 -8.2399e-07 -1.00589e-05 5.56612e-06 5.86125e-07 5.15393e-06 -1.2834e-06 2.28784e-07 4.13899e-09
internal_weight=0 3095 3072 3038 3017 2996 2975 749 44 2226 63 43 705 685 649 628 606 569 542 491 51 470 385 51 85 334 97 237 53 215
internal_count=3121 3095 3072 3038 3017 2996 2975 749 44 2226 63 43 705 685 649 628 606 569 542 491 51 470 385 51 85 334 97 237 53 215
is_linear=0
shrinkage=0.1


Tree=5704
num_leaves=31
num_cat=0
split_feature=1446 16 16 121 133 16 133 133 12 483 121 160 160 12 12 403 3 42 3 401 12 16 2 3 42 12 42 12 16 133
split_gain=7.46837e-08 9.23763e-08 4.49006e-07 3.75659e-07 3.0398e-07 1.06918e-06 7.32157e-07 7.70265e-07 4.3254e-07 3.43692e-07 8.57514e-07 2.70569e-07 4.11594e-07 3.64328e-07 8.30135e-07 3.08243e-07 1.14394e-06 7.33762e-07 1.88769e-06 5.83527e-07 6.07778e-07 1.09512e-06 9.26704e-07 6.63095e-07 3.98305e-07 4.7445e-07 4.72957e-07 4.03633e-07 4.12926e-07 3.85212e-07
threshold=0.11655500000000001 -0.083134999999999987 -0.08231999999999999 -0.082399999999999987 0.26753000000000005 -0.10850999999999998 0.10622000000000002 0.092470000000000011 0.096990000000000007 0.10143000000000001 -0.070209999999999981 0.10648000000000001 0.096485000000000015 0.083310000000000009 0.078300000000000008 -0.0038999999999999994 -0.080484999999999987 0.087505000000000013 -0.081734999999999988 0.10711000000000001 0.085635000000000003 -0.090344999999999995 0.085155000000000022 -0.082404999999999992 0.087885000000000019 0.089625000000000024 0.09832500000000001 0.09334000000000002 -0.16927999999999996 -0.016679999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 7 9 -8 10 -1 12 13 14 -12 16 17 18 29 20 23 24 -23 -17 27 -26 -27 28 -22 -15
right_child=-2 2 3 -5 5 -7 8 -9 -10 -11 11 -13 -14 15 -16 19 -18 -19 -20 -21 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=1.9848105705071768e-05 -4.4660350279111696e-06 1.1225450834660336e-05 -1.2183814163790885e-05 4.0483627174656985e-07 5.0651518959370911e-06 -2.3154561396950156e-05 1.7569877010308638e-05 -1.5125109702718897e-05 7.2402953837472184e-07 -1.3065711265794346e-05 -1.7656081211462417e-06 -9.6240170719852368e-06 1.2652589780752048e-05 -9.1485361871625844e-06 -2.0134777363872909e-05 -2.4208082409348298e-07 -2.5002334346027059e-05 -1.6579073979466394e-05 3.1486608477280243e-05 1.573081168727743e-05 2.129697374660585e-05 -2.9679707621101317e-05 -2.2901286251908461e-06 2.4600755568826572e-05 -1.3410857183834166e-05 1.2715725660920421e-05 -7.1369965060815348e-06 1.1814925589230067e-07 5.7768707777465053e-06 2.6970028420069022e-06
leaf_weight=21 37 38 24 1927 29 25 35 37 27 21 277 32 24 44 27 21 20 22 20 31 24 21 30 22 29 24 24 75 60 73
leaf_count=21 37 38 24 1927 29 25 35 37 27 21 277 32 24 44 27 21 20 22 20 31 24 21 30 22 29 24 24 75 60 73
internal_value=0 5.35845e-08 4.59666e-07 2.49978e-07 -6.84037e-07 -7.99953e-06 -3.04559e-07 -9.71951e-07 1.02338e-05 -4.16042e-07 -1.27613e-07 -5.93713e-07 -2.60798e-07 -6.28004e-07 -3.39708e-06 9.30884e-07 -2.46206e-06 3.73196e-07 3.09546e-06 2.61326e-06 1.381e-06 -2.80147e-07 -1.35682e-05 1.24682e-05 2.59142e-06 -3.31202e-06 2.78936e-06 5.45032e-06 1.02112e-05 -1.75773e-06
internal_weight=0 3084 1989 1951 1095 54 1041 979 62 942 921 900 868 844 304 540 179 159 137 361 330 287 51 43 236 77 48 159 84 117
internal_count=3121 3084 1989 1951 1095 54 1041 979 62 942 921 900 868 844 304 540 179 159 137 361 330 287 51 43 236 77 48 159 84 117
is_linear=0
shrinkage=0.1


Tree=5705
num_leaves=31
num_cat=0
split_feature=96 34 9 1 121 9 10 2 8 16 16 42 402 52 52 133 0 133 133 42 132 403 1204 2 128 0 0 1213 42 400
split_gain=7.54935e-08 1.58577e-07 1.43173e-07 1.48941e-07 4.51355e-07 1.23213e-07 4.07662e-07 3.67128e-07 1.27072e-07 9.9941e-08 4.17953e-07 1.38503e-06 3.7698e-07 2.94495e-07 2.70872e-07 2.70555e-07 9.23521e-07 7.08158e-07 8.15188e-07 4.43652e-07 2.53089e-07 2.45387e-06 1.74633e-06 8.45838e-07 2.37253e-07 4.93726e-07 4.08192e-07 3.46463e-07 2.7473e-07 2.5095e-07
threshold=0.090365000000000015 -0.097449999999999981 -0.093504999999999991 0.16540500000000002 -0.094339999999999993 0.092410000000000006 0.053330000000000009 -0.080614999999999978 0.097795000000000007 -0.083134999999999987 -0.082179999999999989 -0.088249999999999981 0.15960500000000002 -0.080979999999999983 -0.069804999999999992 0.26753000000000005 -0.088544999999999985 0.10622000000000002 0.092470000000000011 0.10077000000000001 -0.083284999999999984 -0.074254999999999988 -0.082199999999999981 0.097385000000000013 0.090375000000000025 -0.079459999999999989 -0.070499999999999993 -0.42191999999999991 -0.23037499999999997 -0.076444999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 -7 13 11 -11 20 -9 -15 17 -17 18 -16 -19 21 -12 -22 -23 27 -26 -27 -24 -29 -30
right_child=-2 2 3 -5 5 8 -8 9 -10 10 12 -13 -14 14 15 16 -18 19 -20 -21 22 23 24 -25 25 26 -28 28 29 -31
leaf_value=6.7334610542145259e-06 -5.975572618072398e-06 -8.4691879237652753e-06 -1.4310100107195467e-05 8.4120127298991153e-06 1.2671731770830735e-05 1.1214772450784949e-05 -1.4238290555113054e-05 7.1781184131354665e-06 7.7156766478548805e-08 -6.785259108710307e-06 2.7082332514747608e-05 2.7951621940370719e-05 -1.2833516267495396e-05 -1.1461119826492451e-05 -6.488355273325471e-07 3.7254445330823913e-06 -2.3445094393537149e-05 2.1964240277743705e-06 -1.7717531083125607e-05 1.9909380814799361e-05 -2.6186976974656773e-05 -1.6645709648790737e-05 1.2889900355493529e-05 5.8485611575065382e-06 -1.4777971773582977e-05 8.0369212975545632e-06 -9.5482058399780232e-06 1.1627704452621401e-05 9.1419572116002709e-06 1.9592588336559107e-07
leaf_weight=35 21 20 22 21 23 20 20 44 21 24 34 22 22 25 796 29 22 31 29 26 25 35 23 32 31 33 22 22 32 1559
leaf_count=35 21 20 22 21 23 20 20 44 21 24 34 22 22 25 796 29 22 31 29 26 25 35 23 32 31 33 22 22 32 1559
internal_value=0 4.04722e-08 -3.59567e-08 1.9434e-08 -3.88478e-08 6.57383e-08 -9.64851e-09 8.71121e-08 5.51014e-06 -1.20813e-08 4.11138e-07 9.82803e-06 1.79492e-07 -8.21351e-07 -1.18876e-06 -9.13508e-07 -7.99518e-06 -5.04023e-07 -1.24883e-06 1.0276e-05 3.34409e-07 5.20152e-06 5.3025e-08 -5.90218e-06 4.33977e-07 -4.68557e-06 1.00287e-06 7.03098e-07 5.29325e-07 3.75859e-07
internal_weight=0 3100 3065 3045 3024 3002 2961 2941 41 2918 1916 46 1870 1002 958 933 51 882 825 57 1848 101 1747 67 1722 86 55 1636 1613 1591
internal_count=3121 3100 3065 3045 3024 3002 2961 2941 41 2918 1916 46 1870 1002 958 933 51 882 825 57 1848 101 1747 67 1722 86 55 1636 1613 1591
is_linear=0
shrinkage=0.1


Tree=5706
num_leaves=31
num_cat=0
split_feature=132 393 1203 1204 1208 1208 1209 3 1209 42 1213 2 16 0 15 401 16 401 394 390 402 3 16 1212 1210 403 401 401 1212 401
split_gain=8.872e-08 3.58235e-07 1.65644e-07 1.00731e-07 8.12497e-08 2.10605e-07 1.03147e-07 9.3464e-07 1.43324e-07 5.7411e-07 1.07831e-07 2.77491e-07 4.16423e-07 2.74921e-07 1.54678e-07 1.50804e-07 1.7462e-07 1.4349e-07 3.12808e-07 1.51325e-07 1.13633e-07 6.3091e-07 6.66921e-07 2.60253e-07 1.02676e-06 2.259e-07 1.79832e-07 2.00597e-07 1.23208e-07 1.62355e-07
threshold=-0.083174999999999985 0.12069000000000002 0.088820000000000024 -0.082274999999999987 0.11846000000000001 0.10683000000000002 -0.087714999999999987 -0.082334999999999978 -0.065739999999999979 0.092145000000000019 0.093235000000000026 0.083865000000000009 -0.050529999999999999 -0.080119999999999983 0.086195000000000008 0.11602000000000001 -0.070454999999999976 0.10632500000000002 -0.10499499999999999 0.087590000000000015 0.094750000000000015 -0.085709999999999995 -0.076669999999999988 -0.089079999999999979 -0.090009999999999993 -0.43370499999999995 0.085900000000000018 0.021890000000000003 -0.055019999999999993 -0.46360499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 7 -5 9 -8 15 -12 13 14 -13 17 -17 18 -10 20 23 -22 -23 -20 -25 -26 27 28 -27 -30
right_child=1 -3 -4 4 -6 -7 8 -9 10 -11 11 12 -14 -15 -16 16 -18 -19 19 -21 21 22 -24 24 25 26 -28 -29 29 -31
leaf_value=-8.8894002458604071e-07 4.8563159823039994e-06 1.3161089342853907e-05 -9.1167552195007116e-06 2.1115132635713966e-05 5.7734732119267093e-06 -9.5995826679585587e-06 5.3782013152237559e-06 -7.1889242203074646e-06 -1.0080446958410551e-05 -1.7217637882409194e-05 1.0761195422177976e-05 5.4773043601130668e-06 -1.2645328492908449e-05 1.3253591593335538e-05 -6.8106890033786406e-06 -1.118988600935084e-05 1.23877076930512e-06 6.3498163932048814e-06 9.6679063127729542e-06 7.3373052211016848e-06 -1.3503228238302032e-05 -5.3814119623714433e-06 1.591153376902336e-05 -2.2042443574069433e-05 9.4386825756268645e-06 7.8788568862364625e-06 6.8854515587334291e-06 -7.6744855612239051e-06 -8.9742999898589927e-06 7.7318966436510649e-08
leaf_weight=194 43 21 28 20 24 23 23 28 31 22 33 20 20 21 21 26 20 35 28 28 38 38 24 21 26 20 38 34 20 2153
leaf_count=194 43 21 28 20 24 23 23 28 31 22 33 20 20 21 21 26 20 35 28 28 38 38 24 21 26 20 38 34 20 2153
internal_value=0 1.47549e-07 -1.92668e-06 5.25922e-08 -2.02685e-08 -6.97348e-08 8.88298e-09 4.60443e-06 -7.1623e-08 -5.66865e-06 2.18339e-08 3.01791e-06 -9.82869e-08 3.94915e-06 -8.16546e-07 -1.11712e-07 -5.78612e-06 -8.70399e-09 -9.77589e-08 2.76314e-08 -5.62501e-08 -3.3574e-06 2.86102e-06 8.48245e-08 -3.12336e-08 1.70528e-07 6.41384e-08 -5.22558e-08 6.59183e-08 -5.99092e-09
internal_weight=0 2899 222 2878 2835 2811 2788 48 2740 45 2695 115 82 62 41 2580 46 2534 2499 2468 2440 100 62 2340 2312 2291 2265 2227 2193 2173
internal_count=3121 2899 222 2878 2835 2811 2788 48 2740 45 2695 115 82 62 41 2580 46 2534 2499 2468 2440 100 62 2340 2312 2291 2265 2227 2193 2173
is_linear=0
shrinkage=0.1


Tree=5707
num_leaves=31
num_cat=0
split_feature=40 130 42 1212 1213 15 132 43 16 52 160 1212 43 52 402 1429 1446 480 480 156 1456 159 1456 1456 402 391 129 402 3 1447
split_gain=8.2314e-08 2.63966e-07 1.98871e-07 1.06165e-07 1.88749e-07 3.70153e-07 1.94594e-07 1.80361e-07 1.31273e-07 3.07419e-07 1.75048e-07 1.75434e-07 1.76765e-06 2.48303e-06 7.62026e-07 1.5688e-07 1.56832e-07 5.0851e-07 3.33302e-07 1.65137e-07 2.34622e-07 3.35841e-07 1.86623e-07 3.19629e-07 6.28066e-07 4.26631e-07 2.1043e-07 3.06004e-07 2.12772e-07 2.05919e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 -0.52517999999999987 -0.24064499999999997 0.090750000000000011 0.31127000000000005 -0.0064299999999999991 0.0039400000000000008 -0.19683499999999995 0.51752500000000012 -0.089544999999999986 -0.0047449999999999992 0.086275000000000004 0.13775000000000001 0.091545000000000015 -0.09143999999999998 0.11240000000000001 0.10183000000000002 0.09747500000000002 0.094080000000000011 -0.012679999999999999 0.088395000000000015 0.085790000000000019 0.10708500000000001 -0.087114999999999984 -0.048309999999999992 0.095010000000000025 -0.080884999999999985 -0.086304999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 8 -5 9 -6 11 12 -11 -14 15 16 -13 18 19 20 22 -22 23 24 25 -18 -27 29 -29 -28
right_child=1 2 -4 4 6 -7 -8 -9 -10 10 -12 14 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=6.3947808257580618e-06 -1.095607265762572e-05 7.04135811099875e-06 8.0058096148516806e-06 6.8761393258398589e-06 1.2711654844679288e-05 -1.5290073906726321e-05 9.8619907294050794e-06 -5.2926636538453248e-06 -1.1345076999112988e-06 -1.6922058368133245e-05 8.5735928150825207e-06 -8.2933229653766222e-06 3.9789541462754565e-05 -6.6771714678590957e-06 -1.7364774073939772e-05 -7.6691200956702238e-06 -1.365589307418056e-05 1.4023297996943627e-05 -1.2034210848551911e-05 7.8336803606612989e-06 2.4051476066233592e-06 -1.5313155822374701e-05 8.6531061263620505e-06 -1.118600051578748e-05 1.4541245872307276e-05 1.0075708188527312e-05 -7.769808012199065e-06 -1.5703953824868222e-05 -1.1172336735398858e-06 5.9066124216892116e-07
leaf_weight=20 22 21 31 21 20 24 20 29 793 24 25 21 23 23 25 25 22 27 22 29 20 23 27 24 31 22 30 20 20 1637
leaf_count=20 22 21 31 21 20 24 20 29 793 24 25 21 23 23 25 25 22 27 22 29 20 23 27 24 31 22 30 20 20 1637
internal_value=0 -4.12469e-08 3.67415e-08 -4.43088e-08 -9.3466e-08 -5.08176e-06 3.15369e-08 -1.81766e-07 -3.54965e-08 3.71754e-07 2.5534e-07 1.56077e-07 5.07793e-06 1.65562e-05 -1.40616e-08 2.02822e-07 3.02467e-07 3.94848e-07 2.03894e-07 3.45226e-07 2.29467e-07 -7.07208e-06 4.00752e-07 2.77378e-07 4.31767e-07 1.81971e-07 3.58045e-07 2.32803e-07 -8.41059e-06 4.40203e-07
internal_weight=0 3101 3079 3048 3027 74 2953 50 2933 2140 2120 2095 70 46 2025 2000 1975 1954 1927 1905 1876 43 1833 1806 1782 1751 1729 1707 40 1667
internal_count=3121 3101 3079 3048 3027 74 2953 50 2933 2140 2120 2095 70 46 2025 2000 1975 1954 1927 1905 1876 43 1833 1806 1782 1751 1729 1707 40 1667
is_linear=0
shrinkage=0.1


Tree=5708
num_leaves=31
num_cat=0
split_feature=132 394 1203 50 131 400 16 15 1204 12 1212 1212 1210 3 1210 1210 1210 133 1210 1212 43 401 403 3 403 16 3 3 43 150
split_gain=7.93653e-08 3.50342e-07 2.34882e-07 8.38655e-08 8.71128e-08 1.02556e-07 1.35838e-07 1.21658e-07 8.02775e-08 8.07431e-08 7.79322e-08 3.42324e-07 3.04308e-07 1.24035e-06 2.35113e-07 2.25585e-07 2.30505e-07 2.06183e-07 1.17192e-07 2.72609e-07 1.99633e-07 1.07476e-07 1.06801e-07 5.46658e-07 1.28136e-07 9.95907e-08 4.8144e-07 6.92827e-07 1.12161e-06 5.46638e-07
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.093975000000000017 -0.076979999999999979 0.10782000000000001 -0.090764999999999985 0.084510000000000016 -0.082274999999999987 0.089410000000000003 -0.09386499999999999 -0.08867499999999999 -0.099939999999999987 -0.082404999999999992 -0.083289999999999989 -0.079504999999999978 -0.064344999999999999 -0.093189999999999981 -0.0084249999999999985 -0.064959999999999976 -0.035139999999999991 0.12213000000000002 -0.52445499999999989 -0.085784999999999986 -0.44023999999999991 -0.16075999999999999 -0.13309499999999996 -0.079379999999999992 -0.0095349999999999983 0.12068000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 -1 6 -6 -8 9 -2 17 -12 13 -13 -14 -16 -17 -10 20 -20 -18 -19 23 -21 -24 26 -26 28 -28 -29
right_child=1 -3 -4 -5 5 -7 7 -9 10 -11 11 12 14 -15 15 16 18 21 19 22 -22 -23 24 -25 25 -27 27 29 -30 -31
leaf_value=4.6370530348838201e-06 4.4344276830088346e-07 1.2708905598463555e-05 -1.2172453011771722e-05 -6.767311597719701e-06 6.2447781890081649e-06 -6.5621109050490698e-06 -4.9799668126979671e-06 2.5838934365114057e-06 -7.9331295751217116e-06 8.96804176591104e-06 1.2228194416662598e-05 5.3457408533574837e-06 1.0195927825407126e-05 -2.5099146608661854e-05 -9.609419551755612e-06 9.1544965487498435e-06 2.0653452356782509e-06 -2.2832635340819253e-06 1.0738591462692663e-05 1.6330683810456716e-05 -1.0034151661481399e-05 6.0749367548851301e-06 -5.9137046838947539e-06 -3.2022260137110658e-06 5.0334304852506704e-06 3.2510028831069915e-07 -4.1304791714672458e-06 -2.126646090533434e-06 -3.185254026220719e-05 1.336825891303306e-05
leaf_weight=32 25 22 20 21 28 28 50 37 44 20 23 32 23 23 24 28 25 40 24 23 30 25 37 38 94 1951 54 255 20 25
leaf_count=32 25 22 20 21 28 28 50 37 44 20 23 32 23 23 24 28 25 40 24 23 30 25 37 38 94 1951 54 255 20 25
internal_value=0 1.37502e-07 -1.84934e-06 -7.95956e-07 -7.93937e-08 -1.13482e-06 1.86604e-07 -1.76315e-06 4.15704e-08 4.23215e-06 -2.48764e-08 7.98518e-08 -2.34046e-08 -7.38576e-06 1.29341e-07 4.12395e-08 1.30186e-07 -2.64692e-06 3.20953e-08 1.31721e-07 -4.53438e-06 9.31429e-07 2.97726e-08 4.16264e-06 -7.37188e-08 1.63519e-08 -1.32822e-06 -3.01747e-06 -1.16229e-05 -7.43172e-07
internal_weight=0 2905 216 196 175 143 115 87 2883 45 2838 2729 2706 55 2651 2628 2604 109 2576 2521 55 65 2497 61 2436 2399 448 354 74 280
internal_count=3121 2905 216 196 175 143 115 87 2883 45 2838 2729 2706 55 2651 2628 2604 109 2576 2521 55 65 2497 61 2436 2399 448 354 74 280
is_linear=0
shrinkage=0.1


Tree=5709
num_leaves=31
num_cat=0
split_feature=402 1212 401 1209 42 1209 4 1210 4 52 132 13 1185 4 4 4 42 481 42 3 52 52 15 0 52 133 51 157 1 1
split_gain=8.01921e-08 1.16794e-07 1.37072e-07 1.12233e-07 8.05928e-07 2.07307e-07 1.16914e-07 6.96949e-07 6.59284e-07 1.19768e-06 6.1872e-07 3.88184e-06 2.14696e-06 4.61833e-07 4.82903e-07 4.85422e-07 3.61166e-07 1.0824e-06 9.04785e-07 7.89585e-07 2.91428e-07 9.74428e-07 2.77093e-07 2.76037e-07 2.39105e-07 3.71007e-07 3.32918e-07 4.4556e-07 3.28102e-07 6.91612e-07
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.084519999999999984 0.087505000000000013 -0.069599999999999981 -0.081714999999999996 -0.091799999999999979 -0.080744999999999997 0.089575000000000016 -0.083284999999999984 -0.01163 -1.0000000180025095e-35 -0.082109999999999975 -0.083439999999999986 -0.083854999999999985 0.091205000000000008 -0.086219999999999977 0.087665000000000007 -0.094874999999999987 0.11434500000000002 0.093665000000000012 0.084840000000000013 -0.083804999999999977 0.085540000000000019 -0.015164999999999998 -0.14283999999999999 0.088145000000000015 0.107145 0.10337500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 -7 9 -8 11 -9 -12 14 15 16 17 -14 20 -18 21 24 -13 -16 26 -26 27 -19 29 -28
right_child=-2 -3 -4 5 -6 6 8 10 -10 -11 12 22 13 -15 23 -17 19 18 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=8.400554997933796e-06 6.1587077003163621e-06 -7.4740405796633461e-06 7.5367893714428653e-06 9.2893683557804265e-06 -1.5653858105603529e-05 1.9453364827768383e-05 -2.3201299807789675e-05 4.3479986895719146e-05 -1.3491072437665386e-07 7.3479698279416411e-06 -3.2736972843849803e-05 1.3382514355596089e-07 -2.0321301719377517e-05 -1.4413362441700885e-05 1.8973409830571409e-05 -1.4690477352511758e-05 -7.0813330607426695e-07 1.5136333228481039e-05 2.0375386303266686e-05 2.4332295643034742e-05 8.4084671590589052e-06 -2.1217139361727857e-05 -1.4396085517936236e-05 3.4657828427005675e-06 1.6124734801174466e-05 5.696438598118656e-07 -1.3890404796079456e-06 -3.4318864247021946e-06 7.8427045897616816e-06 -1.7888257433038108e-05
leaf_weight=26 21 21 24 24 30 20 33 23 2169 21 20 35 25 20 22 21 34 28 23 20 38 22 21 24 23 46 205 24 29 29
leaf_count=26 21 21 24 24 30 20 33 23 2169 21 20 35 25 20 22 21 34 28 23 20 38 22 21 24 23 46 205 24 29 29
internal_value=0 -4.17289e-08 8.96245e-09 -5.0176e-08 -4.48574e-06 3.26488e-08 -4.20273e-08 1.03581e-06 -4.06638e-07 -1.1321e-05 5.32594e-07 8.89121e-06 -4.78633e-07 5.40588e-07 1.02848e-06 2.2904e-07 8.02867e-07 -4.91946e-08 1.03604e-06 8.5661e-06 3.42228e-08 -7.49573e-07 -5.31489e-06 1.08825e-05 4.23048e-07 5.75467e-06 -7.44833e-07 6.56639e-06 -2.1904e-06 -3.43382e-06
internal_weight=0 3100 3079 3055 56 2999 2975 752 2223 54 732 79 653 633 613 567 546 492 467 54 444 406 56 46 384 69 315 52 263 234
internal_count=3121 3100 3079 3055 56 2999 2975 752 2223 54 732 79 653 633 613 567 546 492 467 54 444 406 56 46 384 69 315 52 263 234
is_linear=0
shrinkage=0.1


Tree=5710
num_leaves=31
num_cat=0
split_feature=132 1185 43 12 1 0 130 403 43 1 402 402 16 133 42 1210 1208 1209 2 1213 0 3 16 403 1186 391 1210 1210 1213 403
split_gain=9.35348e-08 3.88714e-07 1.8418e-07 2.08959e-07 1.15769e-07 1.03098e-07 2.8302e-07 1.27969e-07 1.10936e-07 1.01346e-07 8.04491e-08 2.54162e-07 1.54176e-07 1.49788e-07 1.95663e-07 1.09804e-07 8.60147e-08 1.31665e-07 8.73849e-07 2.2707e-07 9.20603e-07 6.71499e-07 1.03206e-06 1.49792e-07 1.27151e-07 1.61267e-07 1.2933e-07 1.80423e-07 1.18647e-07 1.66142e-07
threshold=-0.083174999999999985 -0.083264999999999992 -0.011244999999999998 0.087385000000000004 0.089625000000000024 -0.073309999999999986 0.10923000000000001 -0.065924999999999997 -0.0051099999999999991 0.11507500000000002 -0.46900499999999995 -0.45015499999999992 -0.07550999999999998 0.50628500000000021 0.097640000000000018 0.15724500000000002 0.10737500000000001 -0.084519999999999984 0.084245000000000014 0.093235000000000026 -0.086729999999999988 -0.086554999999999979 -0.082179999999999989 -0.55157999999999985 -0.089559999999999987 -0.086514999999999981 -0.13847499999999999 -0.08861999999999999 0.052820000000000013 -0.51385999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 -4 -6 12 -12 -3 15 -15 16 17 18 -13 23 -21 -22 -23 -19 -25 -26 -27 -28 29 -29
right_child=1 10 4 -5 9 -7 -8 -9 -10 -11 11 13 -14 14 -16 -17 -18 19 -20 20 21 22 -24 24 25 26 27 28 -30 -31
leaf_value=-1.3545107507347301e-06 1.3707336691887969e-05 -1.899200513088588e-06 4.5225982242707939e-06 -1.5330620142322003e-05 -9.8324847716536496e-06 6.9662868475500987e-06 -8.3409848400606276e-06 8.8923796056405994e-06 -4.3020044813602e-06 -1.2029150595827517e-07 -8.7380875673702438e-06 1.0032698787654228e-05 9.9519808708978626e-06 -9.8935247478948445e-07 1.2831070212303617e-05 -6.2300379015921089e-06 5.6804865784619738e-06 -8.4801492383641238e-06 -1.4741785379166168e-05 1.9084769889060783e-05 1.3059972931322201e-05 4.6161809188141405e-06 -2.5599374861258188e-05 -7.2434926096320856e-06 8.7963819255708677e-06 6.8794095905441628e-06 -9.5387206783925656e-06 8.3712249344595573e-06 -5.147503552197205e-06 8.932646948537024e-09
leaf_weight=23 21 21 29 20 22 23 32 24 28 21 33 24 23 20 21 28 27 21 35 31 21 26 20 24 21 27 20 24 44 2367
leaf_count=23 21 21 29 20 22 23 32 24 28 21 33 24 23 20 21 28 27 21 35 31 21 26 20 24 21 27 20 24 44 2367
internal_value=0 1.51493e-07 -1.97828e-06 -7.85503e-06 -5.66544e-07 8.63452e-07 -3.78718e-07 2.76687e-06 1.87706e-07 -5.08932e-06 5.258e-08 -1.32982e-08 4.29574e-06 8.9493e-08 6.0894e-06 3.6391e-10 6.42187e-08 8.15982e-09 -4.66403e-06 1.12339e-07 4.83592e-06 -1.75683e-06 -8.52102e-06 -6.93369e-08 5.59027e-10 7.00186e-08 -3.81448e-09 -7.95159e-08 -1.82225e-09 9.28703e-08
internal_weight=0 2899 222 43 179 136 113 81 57 43 2878 2834 44 2801 41 2760 2732 2705 59 2646 98 67 46 2548 2527 2503 2482 2455 2435 2391
internal_count=3121 2899 222 43 179 136 113 81 57 43 2878 2834 44 2801 41 2760 2732 2705 59 2646 98 67 46 2548 2527 2503 2482 2455 2435 2391
is_linear=0
shrinkage=0.1


Tree=5711
num_leaves=31
num_cat=0
split_feature=1208 1208 1210 1213 1210 1209 42 1210 52 1210 52 403 401 401 4 42 43 132 15 1185 50 1204 1212 1212 2 132 403 1213 1209 401
split_gain=7.68794e-08 1.76347e-07 1.17614e-07 6.26609e-07 1.48916e-07 9.77166e-08 2.07628e-07 1.47401e-07 3.99847e-07 1.75179e-07 1.18251e-07 1.17654e-07 2.21395e-07 1.24486e-07 4.15019e-07 7.28843e-07 1.52437e-07 9.11095e-08 2.62441e-06 1.38918e-06 3.582e-07 1.56942e-07 1.27864e-07 1.76816e-07 1.11783e-07 2.01318e-07 2.164e-07 1.05452e-07 1.03426e-07 1.16806e-07
threshold=0.11846000000000001 0.10383000000000002 -0.13847499999999999 -0.083944999999999978 -0.090569999999999998 0.087485000000000021 -0.067534999999999998 -0.079504999999999978 0.085310000000000011 -0.064344999999999999 0.086275000000000004 0.62200000000000011 0.13485500000000003 0.10022000000000002 -0.083439999999999986 -0.0098899999999999978 1.0000000180025095e-35 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.09227500000000001 -0.082274999999999987 -0.088629999999999987 -0.055019999999999993 0.10497000000000002 -0.26625499999999996 -0.073254999999999987 -0.090954999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 8 -6 -9 -8 12 13 17 -15 -16 -17 18 20 -19 24 -21 27 -24 25 -11 -27 -23 -25 -30
right_child=-2 -3 4 -5 5 6 10 9 -10 11 -12 -13 -14 14 15 16 -18 19 -20 21 -22 22 23 28 -26 26 -28 -29 29 -31
leaf_value=1.8084267014187174e-05 5.4150414633533313e-06 -7.4305280065800621e-06 -8.2469843246971414e-06 -4.2879751221804447e-06 3.2855183709888602e-06 -3.0817701778167774e-06 2.9801043638144623e-06 8.5164440368619886e-06 -1.579981595308969e-05 -1.0713476881392127e-05 1.335908449824447e-05 -7.0350234788444751e-06 1.0225768762341301e-05 -1.5678316590724124e-05 1.6181861508464126e-05 -1.1506003461700285e-05 -2.922924936270151e-07 -2.5132013648875398e-05 3.5440825472289277e-05 8.3289715091624483e-06 -1.3714351197173213e-05 -7.5743467712764749e-07 9.2619390107713472e-06 -6.9410751025532675e-06 5.5395962118820071e-06 -2.265114487298875e-06 9.5485375095449867e-06 -1.0685916522561457e-05 -4.5351101493477751e-06 2.1208299397662913e-07
leaf_weight=21 26 32 22 31 23 28 23 24 21 20 21 24 21 22 20 27 22 22 21 23 23 23 21 21 27 69 20 20 53 2350
leaf_count=21 26 32 22 31 23 28 23 24 21 20 21 24 21 22 20 27 22 22 21 23 23 23 21 21 27 69 20 20 53 2350
internal_value=0 -4.54886e-08 3.1665e-08 4.74697e-06 -4.97684e-08 1.05658e-08 3.64991e-06 -7.92638e-08 -5.82339e-06 8.70752e-09 7.93371e-06 -6.29617e-08 -3.73005e-09 -8.03418e-08 -3.71844e-06 9.48508e-08 -6.47128e-06 4.16881e-08 2.21558e-06 -1.12793e-07 -2.17266e-06 1.06412e-07 3.03991e-08 1.25469e-07 -2.20754e-07 -1.64763e-06 3.89639e-07 -5.37533e-06 4.63167e-08 1.0738e-07
internal_weight=0 3095 3063 52 3011 2989 72 2917 44 2873 44 2849 2825 2804 91 69 49 2713 180 2533 159 2511 2488 2445 136 109 89 43 2424 2403
internal_count=3121 3095 3063 52 3011 2989 72 2917 44 2873 44 2849 2825 2804 91 69 49 2713 180 2533 159 2511 2488 2445 136 109 89 43 2424 2403
is_linear=0
shrinkage=0.1


Tree=5712
num_leaves=31
num_cat=0
split_feature=132 1185 15 1204 1203 132 1 13 15 15 2 47 2 47 483 12 482 482 0 4 1 1 3 1 480 1210 1 1374 150 157
split_gain=9.19681e-08 4.0051e-07 2.74731e-07 8.9006e-08 1.18794e-07 8.48363e-08 1.91308e-07 1.69731e-07 1.09089e-07 1.31536e-07 1.09434e-07 7.45185e-08 6.71121e-07 2.41279e-07 1.03306e-07 3.96712e-07 2.63756e-07 1.42675e-07 9.6735e-07 3.91845e-07 1.37018e-07 8.05425e-07 1.58485e-06 5.79894e-07 3.88352e-07 3.88236e-07 6.93471e-07 3.97145e-07 3.66168e-07 1.13191e-06
threshold=-0.083449999999999983 -0.087384999999999977 0.092400000000000024 -0.081664999999999988 0.087075000000000014 -0.41127499999999995 0.089625000000000024 0.056795000000000005 0.084510000000000016 0.083840000000000012 0.085485000000000019 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.12236500000000002 0.094435000000000005 0.11524000000000002 0.098465000000000011 -0.077809999999999976 0.63113500000000011 0.091535000000000019 0.093890000000000015 -0.069009999999999974 0.090540000000000023 0.11191000000000002 -0.42132499999999995 0.089875000000000024 0.089635000000000006 0.10699000000000002 -0.086394999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -3 7 8 -1 9 -7 -10 13 -13 14 16 -16 17 19 -19 20 23 22 -22 24 25 -5 27 28 -27 -30
right_child=1 3 -4 11 -6 6 -8 -9 10 -11 -12 12 -14 -15 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-3.3031764070818264e-06 1.3589422737099583e-05 6.9460010568686168e-09 -1.1848409161302698e-05 1.3914924234086356e-05 9.9565538286177415e-06 4.1974686377835365e-07 -9.3125286184658762e-06 8.8570853184440534e-06 8.3395937811777312e-06 -8.8093331466710791e-06 -1.313252442227879e-06 -1.9206971255698594e-05 -2.7170411844309298e-07 1.0826931154064195e-05 -1.3707809913417654e-05 4.1213246084645596e-06 1.0373842169428828e-05 7.5851736073673238e-06 -2.1921011966696825e-05 1.2133447517549535e-05 -1.4096247593674799e-06 -1.0683158208648039e-08 -3.3520987664236269e-05 1.3259426216661399e-05 1.4094055286477669e-05 2.2852534000312654e-07 -1.7735212210306435e-05 1.2908706192623263e-05 8.9899912880008793e-06 -2.1722471699701732e-05
leaf_weight=22 22 28 25 20 21 47 28 24 24 23 23 20 292 21 24 26 25 25 20 27 51 652 22 35 20 1459 22 24 21 28
leaf_count=22 22 28 25 20 21 47 28 24 24 23 23 20 292 21 24 26 25 25 20 27 51 652 22 35 20 1459 22 24 21 28
internal_value=0 1.48027e-07 -1.99075e-06 4.54564e-08 4.27106e-06 -7.0048e-07 -1.88753e-06 3.04131e-06 -1.10608e-07 -2.61267e-06 3.61586e-06 -2.76046e-08 -1.4855e-06 1.52754e-07 6.31268e-08 -4.43666e-06 1.54922e-07 4.96154e-08 -5.52869e-06 1.55043e-07 1.76529e-08 -1.12596e-06 -1.1087e-05 5.26625e-07 2.47047e-07 7.11003e-08 -1.0707e-07 1.46076e-07 -5.70431e-08 -8.55999e-06
internal_weight=0 2905 216 2883 49 191 145 46 117 70 47 2834 312 2522 2501 50 2451 2426 45 2381 2354 725 73 1629 1594 1574 1554 1532 1508 49
internal_count=3121 2905 216 2883 49 191 145 46 117 70 47 2834 312 2522 2501 50 2451 2426 45 2381 2354 725 73 1629 1594 1574 1554 1532 1508 49
is_linear=0
shrinkage=0.1


Tree=5713
num_leaves=31
num_cat=0
split_feature=1206 402 401 2 133 43 1208 1208 403 2 403 400 399 132 1203 394 50 1204 133 133 12 133 133 16 133 156 160 160 480 3
split_gain=7.76652e-08 8.97246e-08 2.79174e-07 1.6385e-07 1.21711e-07 5.1547e-07 1.88574e-07 1.1815e-07 1.51922e-07 9.97837e-07 1.62322e-07 9.93913e-08 1.96729e-07 1.45664e-07 3.18214e-06 2.46437e-06 2.58325e-07 1.06236e-07 8.57907e-08 6.98821e-07 1.7004e-06 6.65571e-07 4.95576e-07 5.0091e-07 3.11891e-07 2.9287e-07 4.33529e-07 4.95081e-07 2.85047e-07 2.76303e-07
threshold=1.0000000180025095e-35 -0.45015499999999992 -0.46360499999999999 0.088225000000000012 0.41553500000000004 -0.041049999999999996 0.11198500000000002 0.098655000000000007 -0.5335399999999999 0.083935000000000023 -0.51385999999999987 0.10782000000000001 0.093190000000000009 -0.083284999999999984 0.089165000000000008 0.09759000000000001 0.097510000000000013 -0.082274999999999987 0.091935000000000003 0.090445000000000011 0.088435000000000014 0.093255000000000018 0.089405000000000012 -0.012324999999999997 0.088625000000000009 0.091255000000000017 -0.063384999999999983 -0.11201999999999999 0.11240000000000001 -0.096099999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 8 9 -3 -10 12 13 14 16 17 -12 -15 19 22 -21 -20 24 -24 28 26 27 -23 -19 -28
right_child=-2 4 -4 -5 5 -7 -8 -9 10 -11 11 -13 -14 15 -16 -17 -18 18 21 20 -22 25 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-7.90653732771964e-06 -6.211579789123789e-06 -7.9410982851658021e-06 1.0339726023547966e-05 4.5995691289135723e-06 5.3731074301815119e-06 -1.2003039122538739e-05 8.2198812898630944e-06 -7.0133557301232947e-06 -8.6222162859815984e-06 1.9784412274020724e-05 -5.7705177205491518e-07 -5.1481528845289254e-06 7.7442840461806167e-06 6.4372946920999456e-06 4.0269489379056725e-05 -3.3534290471689847e-05 -1.2797687090824184e-05 2.0574478165707492e-07 -1.5203023190224485e-05 -3.7419454689110613e-06 3.4435087891324655e-05 -2.2679826120845332e-06 -3.1133442159140636e-07 -2.1201503432166647e-05 1.1523852352487059e-05 1.1096026806130381e-05 -5.6298947724610029e-06 -2.0994500994220291e-05 -9.1615953654885132e-06 3.5600667873225691e-06
leaf_weight=22 20 27 33 20 31 38 28 24 22 25 128 37 33 26 20 22 20 2082 32 28 20 48 24 22 24 22 42 20 33 148
leaf_count=22 20 27 33 20 31 38 28 24 22 25 128 37 33 26 20 22 20 2082 32 28 20 48 24 22 24 22 42 20 33 148
internal_value=0 4.00662e-08 3.45678e-06 -1.95125e-06 -4.46177e-08 -4.19636e-06 5.22611e-08 -2.58179e-08 3.19105e-08 5.38847e-06 -6.57206e-08 7.72872e-10 6.89584e-08 -2.27786e-08 2.83079e-06 -2.07661e-07 -2.22849e-06 7.75143e-08 1.25421e-08 2.29567e-07 1.21652e-05 -1.54071e-06 -3.26337e-08 -1.03023e-05 1.88219e-07 2.06918e-08 -9.23717e-07 -7.77578e-06 5.95877e-08 1.5286e-06
internal_weight=0 3101 75 42 3026 69 2957 2929 2905 52 2853 2831 2794 2761 168 2593 148 2571 2545 2233 48 312 2185 46 2139 280 258 68 2115 190
internal_count=3121 3101 75 42 3026 69 2957 2929 2905 52 2853 2831 2794 2761 168 2593 148 2571 2545 2233 48 312 2185 46 2139 280 258 68 2115 190
is_linear=0
shrinkage=0.1


Tree=5714
num_leaves=31
num_cat=0
split_feature=132 394 15 1186 4 1203 1208 1208 402 1209 1209 401 16 15 16 1209 1209 1212 4 1212 1212 129 133 0 391 133 16 43 43 401
split_gain=8.9272e-08 4.59747e-07 2.09035e-07 1.39782e-07 9.35505e-08 8.56673e-08 8.50908e-08 2.00209e-07 1.59597e-07 2.82011e-07 1.173e-07 9.60055e-08 6.32608e-07 7.15842e-07 1.30957e-06 1.73138e-07 1.20405e-07 9.93712e-08 5.43329e-07 4.83934e-07 1.49565e-07 1.11178e-07 2.88852e-07 2.03475e-07 1.50109e-07 1.68376e-07 2.52782e-07 1.34434e-07 9.7508e-07 3.71182e-07
threshold=-0.083174999999999985 0.11233000000000001 0.092400000000000024 0.049580000000000006 -0.086394999999999986 0.087520000000000014 0.11531000000000001 0.10233500000000001 0.23460000000000003 0.10344000000000002 0.093955000000000011 0.10022000000000002 -0.092484999999999984 0.085315000000000016 -0.08595499999999999 -0.087714999999999987 -0.076689999999999994 -0.089079999999999979 -0.081374999999999989 -0.064959999999999976 -0.009474999999999999 0.10311000000000002 -0.015164999999999998 -0.079459999999999989 -0.083014999999999992 -0.49970500000000001 -0.080029999999999976 0.062770000000000006 0.055925000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 -1 -6 7 8 9 10 11 15 -13 -14 -15 -2 -17 18 -18 -19 -21 24 -23 -24 -22 26 -26 28 29 -27
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 -12 12 13 14 -16 16 17 19 -20 20 21 22 23 -25 25 27 -28 -29 -30 -31
leaf_value=-6.0192317505425315e-06 9.4366064877249305e-06 1.5257185846166976e-05 -1.0546492019784638e-05 -8.551055249145499e-06 -3.6298086547677342e-08 6.5808124754371624e-06 -5.544411264627006e-06 7.9612500002212986e-06 -7.1289219491635811e-06 1.0452022355331373e-05 -7.6421087760536457e-06 -1.7226246154677937e-05 -1.2279017063779714e-05 2.5316674183765526e-05 -4.3723742954590795e-06 -7.2699043750452069e-06 1.771712416484661e-05 -1.4071552497322652e-05 -2.1612097653318911e-06 8.6001957715861208e-06 -8.6171915336308311e-06 1.2677234082730137e-05 -6.7725635599344974e-06 6.5796971652854989e-06 1.448145414087776e-05 -1.1499064469587342e-05 -1.2272570183129228e-06 -2.7031014704742373e-06 1.8399539187847607e-05 9.0626592180820713e-08
leaf_weight=22 20 20 25 21 131 23 27 32 31 26 20 24 28 24 39 22 20 24 44 21 20 25 25 21 20 28 21 174 29 2114
leaf_count=22 20 20 25 21 131 23 27 32 31 26 20 24 28 24 39 22 20 24 44 21 20 25 25 21 20 28 21 174 29 2114
internal_value=0 1.47998e-07 -1.93268e-06 -8.39551e-07 8.05712e-08 9.51972e-07 4.30362e-08 9.59328e-08 6.681e-09 8.59939e-08 -1.15511e-08 4.40855e-08 -2.78404e-06 1.02489e-06 6.93774e-06 1.67843e-07 9.67635e-08 1.59434e-07 4.05077e-06 6.06851e-08 1.96463e-07 1.25216e-07 4.02522e-06 -6.76966e-07 1.01291e-08 8.24453e-08 6.43553e-06 -2.86321e-08 1.8572e-07 -6.08726e-08
internal_weight=0 2899 222 197 176 154 2879 2852 2820 2789 2763 2743 115 91 63 2628 2608 2586 64 2522 2498 2477 71 46 2406 2386 41 2345 2171 2142
internal_count=3121 2899 222 197 176 154 2879 2852 2820 2789 2763 2743 115 91 63 2628 2608 2586 64 2522 2498 2477 71 46 2406 2386 41 2345 2171 2142
is_linear=0
shrinkage=0.1


Tree=5715
num_leaves=31
num_cat=0
split_feature=160 12 42 1446 479 12 160 1447 12 1447 403 133 403 2 403 2 157 52 1374 151 151 1186 132 12 399 1453 483 1456 1 1
split_gain=7.49666e-08 5.84984e-07 6.07327e-07 1.29908e-07 1.29298e-07 8.08101e-07 2.07207e-07 1.68946e-07 5.92257e-07 1.0494e-06 4.14883e-07 1.31012e-06 3.29869e-07 2.18174e-07 1.40549e-07 1.45854e-07 3.62668e-07 5.73675e-07 5.00119e-07 6.30774e-07 3.43921e-07 3.41497e-07 3.42051e-07 2.6157e-06 2.43976e-06 2.96426e-07 3.56485e-07 5.9825e-07 3.17124e-07 2.25597e-06
threshold=-0.54913999999999985 0.089625000000000024 0.087550000000000017 0.11655500000000001 0.10061500000000002 0.09364500000000002 -0.52641999999999989 -0.085709999999999995 0.083985000000000018 -0.086849999999999997 -0.54856499999999986 0.40431 -0.53960999999999981 0.08734500000000002 -0.53255499999999989 0.087625000000000022 -0.087319999999999995 -0.015539999999999998 0.086000000000000007 -0.16761999999999996 -0.54279999999999984 -0.094609999999999986 -0.083284999999999984 0.091325000000000003 0.090145000000000017 -0.079219999999999985 -0.021199999999999997 -1.0000000180025095e-35 0.09202500000000001 0.093700000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -2 8 -8 13 11 -9 -12 -10 -14 16 17 -16 19 -18 -17 -21 23 -23 25 -24 27 -27 -28 -30
right_child=3 -3 -4 -5 5 -7 7 10 9 -11 12 -13 14 -15 15 20 18 -19 -20 21 -22 22 24 -25 -26 26 28 -29 29 -31
leaf_value=9.6765562011569277e-06 9.5306384201134989e-06 1.7092470426134589e-05 -1.3918283078358705e-05 -6.5120233968275811e-06 -1.7414406294847141e-05 9.1948051479426975e-06 1.4514683438652095e-05 -2.7316551648420338e-05 -5.4617950695501349e-07 -2.0633865515264917e-05 1.2816582434425073e-05 5.8406923445685472e-06 -8.2221798163031746e-06 1.3734770713515741e-05 1.3883322352716605e-06 -1.3688639780866651e-05 1.8310875737483912e-05 2.2219409828778683e-05 -1.4185860039330948e-05 1.1953315450227821e-05 -4.8899118152342812e-07 -2.9677326466526211e-06 1.151332810126326e-05 3.7020307999704356e-05 -3.49839768436766e-05 -2.1033711259189573e-05 -9.6475985348600613e-07 1.4708370347054572e-06 2.9069250376020744e-05 3.6271283909209104e-07
leaf_weight=20 23 21 24 31 25 21 35 22 20 20 20 26 21 23 39 20 20 20 23 25 1515 74 23 21 20 21 578 27 30 313
leaf_count=20 23 21 24 31 25 21 35 22 20 20 20 26 21 23 39 20 20 20 23 25 1515 74 23 21 20 21 578 27 30 313
internal_value=0 3.36053e-06 -3.19336e-06 -7.14755e-08 -5.47318e-09 -5.26672e-06 7.5768e-08 2.20169e-09 4.08482e-06 -1.70954e-06 -1.3779e-07 -9.35638e-06 1.96803e-08 7.09247e-06 -7.20538e-08 -1.02435e-08 7.99214e-07 8.44971e-06 4.15061e-07 7.06573e-07 -6.60974e-07 3.95543e-07 1.34527e-07 5.87173e-06 -4.04044e-07 2.93132e-07 2.68112e-08 -8.3749e-06 4.64686e-07 2.87349e-06
internal_weight=0 65 44 3056 3025 46 2979 2956 98 63 2858 48 2810 43 2790 2769 1234 59 1175 1152 1535 1132 1107 95 1012 992 969 48 921 343
internal_count=3121 65 44 3056 3025 46 2979 2956 98 63 2858 48 2810 43 2790 2769 1234 59 1175 1152 1535 1132 1107 95 1012 992 969 48 921 343
is_linear=0
shrinkage=0.1


Tree=5716
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1443 42 481 481 160 1447 3 1456 160 1447 1447 1447 480 133 152 475 484 1375 160 1375 43 13 475 52 150 147 49
split_gain=9.87515e-08 3.81346e-07 2.14802e-07 7.80487e-08 2.23182e-07 9.09632e-08 3.41071e-07 2.02615e-07 1.24943e-07 1.57452e-06 1.03148e-06 8.9033e-07 4.63345e-07 9.45273e-08 2.72454e-07 2.22006e-07 1.12674e-06 2.05167e-07 8.98698e-08 8.29512e-07 4.98586e-07 1.19648e-06 3.47701e-07 3.09771e-07 6.94114e-07 1.79119e-07 2.31197e-07 1.54469e-07 2.87636e-07 7.17494e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.088675000000000018 0.087195000000000009 -0.24133999999999997 -0.15265499999999996 -0.55248999999999981 -0.085709999999999995 -0.085784999999999986 0.085755000000000012 -0.090764999999999985 -0.084549999999999986 -0.082869999999999985 -0.081469999999999987 0.10272000000000002 0.089200000000000015 0.087525000000000006 -0.085774999999999976 0.085790000000000019 -0.15308499999999997 -0.073679999999999982 -0.090674999999999992 -0.085154999999999995 -0.076599999999999988 -0.24431999999999998 -0.55327499999999985 0.12706500000000001 0.093875000000000014 -0.045154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -3 -7 -8 9 -9 11 -11 -10 -14 -15 17 -17 18 19 23 21 -20 -22 -16 -25 26 -26 28 -24 -30
right_child=1 3 -4 4 -6 6 7 8 12 10 -12 -13 13 14 15 16 -18 -19 20 -21 22 -23 27 24 25 -27 -28 -29 29 -31
leaf_value=-8.5096010570147711e-07 1.3582427281800761e-05 5.5147666106706552e-06 -1.0220454021236948e-05 -1.1118420376948526e-05 2.1760682167431305e-06 -1.2944222917212755e-05 7.8338631443758088e-06 2.7666052351161765e-05 -1.3888048154816111e-05 -8.6515385665582773e-06 -2.207889811543174e-05 1.9199249200338191e-05 6.9184891344775679e-06 -1.1327080244969002e-05 -9.0557175885015056e-06 -6.9116592570666134e-06 2.3575445365250664e-05 -9.6343551459457646e-06 2.9082153951094373e-05 -1.8152727888163001e-05 -1.2815094370515517e-05 -2.0969860770492234e-06 1.9207145249452772e-07 2.0400007343823745e-05 2.3327510483622542e-06 5.0775584308975073e-06 -1.2690307812590618e-05 6.5200915176663677e-06 1.4952865417159812e-06 -2.1197178879943254e-05
leaf_weight=194 21 31 28 23 28 20 34 21 24 24 21 22 20 21 23 27 22 22 20 27 21 32 2206 20 21 31 20 37 38 22
leaf_count=194 21 31 28 23 28 20 34 21 24 24 21 22 20 21 23 27 22 22 20 27 21 32 2206 20 21 31 20 37 38 22
internal_value=0 1.55659e-07 -2.0327e-06 5.76874e-08 -3.81949e-06 1.27633e-07 6.79042e-08 1.61652e-07 6.65184e-08 3.7736e-06 -3.71508e-06 4.6684e-06 -5.63992e-08 6.98212e-08 1.7341e-08 1.09358e-07 6.77643e-06 -1.92584e-08 6.47496e-08 -2.37901e-06 2.10799e-07 9.89499e-06 -5.88684e-09 1.32439e-06 3.91941e-06 -6.58529e-07 -4.99557e-06 1.10914e-07 6.26327e-09 -6.82528e-06
internal_weight=0 2899 222 2878 51 2827 2796 2776 2742 88 67 46 2654 2630 2610 2589 49 2540 2518 142 2376 52 2324 115 92 72 41 2303 2266 60
internal_count=3121 2899 222 2878 51 2827 2796 2776 2742 88 67 46 2654 2630 2610 2589 49 2540 2518 142 2376 52 2324 115 92 72 41 2303 2266 60
is_linear=0
shrinkage=0.1


Tree=5717
num_leaves=31
num_cat=0
split_feature=132 394 1203 1208 1208 1208 1209 401 1210 10 1 0 47 1 10 34 39 9 2 49 45 3 3 484 2 47 4 157 0 2
split_gain=7.99896e-08 3.46328e-07 1.7399e-07 7.58239e-08 1.36954e-07 1.39153e-07 1.59307e-07 1.90823e-07 8.80397e-08 7.62493e-08 2.15447e-06 3.52752e-06 4.13937e-07 1.12971e-07 1.55191e-07 1.02986e-07 7.62373e-07 1.02413e-07 4.39943e-07 9.02656e-08 1.06108e-07 1.01915e-07 5.69869e-07 2.62673e-07 2.62536e-07 7.17752e-07 2.00465e-06 4.4478e-07 5.31396e-07 3.40343e-07
threshold=-0.083174999999999985 0.11233000000000001 0.088820000000000024 0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.094304999999999986 0.13274500000000003 -0.094799999999999982 -0.0091199999999999979 0.092695000000000013 -0.10151999999999999 1.0000000180025095e-35 0.11751000000000002 -0.38124499999999995 -0.057544999999999992 0.089790000000000023 0.092410000000000006 -0.090999999999999984 -0.42399999999999993 0.094030000000000016 -0.042499999999999989 -0.053259999999999995 -0.09490999999999998 0.093175000000000022 0.092165000000000011 0.052250000000000012 -0.080799999999999983 0.047850000000000011 0.08919500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 -2 8 -8 10 -10 -12 13 -13 -15 16 -11 18 -17 -20 21 22 -21 -23 25 26 29 -26 -29 -25
right_child=1 -3 -4 -5 -6 -7 7 -9 9 15 11 12 -14 14 -16 17 -18 -19 19 20 -22 23 -24 24 27 -27 -28 28 -30 -31
leaf_value=-7.6586432942583759e-07 8.9972586874864646e-06 1.3253807676392172e-05 -9.1984094069630387e-06 -6.0868421678605957e-06 7.6142270586387895e-06 -6.4275069014525572e-06 4.9689379748825387e-06 -8.1733769353117423e-06 -3.2551587910347738e-05 1.5979181865043723e-05 3.901880252008348e-05 3.4340352722210808e-06 -1.8254906144647976e-05 1.0721811587126981e-06 -1.0309871186109376e-05 -1.3179932292587182e-05 -9.0985642559231067e-06 5.7125233929866681e-06 6.3880058682432562e-06 7.2011071840262289e-09 -5.5381213797139057e-06 -8.4562043101553943e-06 -1.6183129396681169e-05 -1.126634028945345e-06 -1.3703559930685775e-05 -9.3823078006809944e-06 3.7594392115352096e-05 8.8905879951375508e-08 1.3784523348330105e-05 1.1009736108462676e-05
leaf_weight=194 20 20 28 20 24 33 37 28 20 27 22 25 20 23 25 25 22 32 23 1841 33 26 22 68 21 27 20 329 31 35
leaf_count=194 20 20 28 20 24 33 37 28 20 27 22 25 20 23 25 25 22 32 23 1841 33 26 22 68 21 27 20 329 31 35
internal_value=0 1.40103e-07 -1.82943e-06 4.90038e-08 9.19269e-08 2.8246e-08 1.04277e-07 4.03451e-08 1.23854e-07 5.78741e-08 -2.2589e-06 3.00939e-06 -5.50897e-06 -2.01693e-06 -4.85597e-06 1.79007e-07 4.71979e-06 9.11671e-08 1.92425e-08 1.52514e-07 9.4048e-08 1.7085e-07 -1.83989e-07 1.35768e-06 1.83821e-06 5.38197e-06 8.62291e-06 4.43033e-07 1.26825e-06 2.99738e-06
internal_weight=0 2899 222 2879 2859 2835 2802 2782 2754 2717 135 115 93 73 48 2582 49 2533 2501 2476 2453 2420 1863 557 531 150 123 381 360 103
internal_count=3121 2899 222 2879 2859 2835 2802 2782 2754 2717 135 115 93 73 48 2582 49 2533 2501 2476 2453 2420 1863 557 531 150 123 381 360 103
is_linear=0
shrinkage=0.1


Tree=5718
num_leaves=31
num_cat=0
split_feature=3 1 121 39 124 33 9 4 15 15 2 3 3 2 2 1 1 1 1 3 2 16 0 48 150 2 159 13 13 3
split_gain=9.1979e-08 1.86427e-07 3.83118e-07 9.25435e-08 2.36376e-07 2.24952e-07 1.43402e-07 2.90546e-06 1.582e-06 1.10187e-07 1.15284e-07 8.39815e-08 3.21794e-07 6.36689e-07 2.87164e-07 6.12956e-07 1.02222e-06 5.91588e-07 4.96748e-07 1.6283e-06 9.29303e-07 7.54712e-07 3.78881e-07 3.15741e-07 5.53239e-07 2.31163e-07 2.16729e-07 4.11163e-07 1.918e-07 1.60209e-07
threshold=0.63141500000000017 0.16540500000000002 -0.094339999999999993 -1.0000000180025095e-35 -0.078224999999999989 -0.012019999999999998 0.085555000000000006 0.053180000000000012 -0.41942499999999994 -0.56020999999999987 -0.045829999999999989 -0.0037349999999999996 -0.0080949999999999998 0.10803500000000001 0.092755000000000018 0.10205500000000002 0.096125000000000016 0.10538500000000002 0.093890000000000015 0.084940000000000015 0.087815000000000018 -0.018494999999999998 -0.036484999999999997 -0.072824999999999987 0.10888500000000001 0.11362000000000001 0.085545000000000024 -0.073839999999999975 -0.16152999999999998 -0.016324999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 9 -8 -9 -7 -11 12 28 -14 18 16 22 -17 19 -13 21 -21 -16 -19 25 -25 27 -27 -12 -30
right_child=-2 -3 3 5 -6 6 7 8 -10 10 11 14 13 -15 15 17 -18 23 -20 20 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-1.2600971422216391e-05 -6.3004861717870334e-06 9.6702711380203259e-06 -2.5280057815069559e-06 -9.2526084664803856e-06 1.0585588779576939e-05 -7.4078904026464441e-06 -2.6359659361787639e-05 9.6125650196925205e-07 4.0259216678606435e-05 -6.0252295541783587e-06 -9.4852747982561901e-06 2.737343687755356e-05 -2.0539831435102815e-05 4.1127218628389534e-06 -7.7298117257423407e-06 1.7717616561719259e-05 -2.5503115419111134e-05 -1.0542173731664663e-05 -4.8635937757449268e-06 -2.1292565436495987e-05 1.3917173658140406e-05 4.3252314674685731e-06 7.5361369234652285e-06 -8.7232849800784616e-06 1.77792470822169e-05 -1.019945504746526e-05 8.158746886938634e-06 5.1286293834588529e-06 -3.4093164816889618e-08 4.6934662829723518e-06
leaf_weight=24 23 20 27 26 28 20 20 21 20 31 21 32 22 20 37 23 23 22 38 23 31 23 29 25 20 30 37 42 2289 74
leaf_count=24 23 20 27 26 28 20 20 21 20 31 21 32 22 20 37 23 23 22 38 23 31 23 29 25 20 30 37 42 2289 74
internal_value=0 4.67785e-08 -1.57523e-08 8.31492e-08 4.14801e-06 8.602e-09 8.95948e-08 4.88816e-06 2.0131e-05 -1.09246e-08 4.02301e-08 1.05952e-07 -1.23469e-07 -8.80052e-06 1.38543e-06 -4.50188e-07 -7.34861e-06 2.63504e-06 4.98175e-06 8.41407e-06 5.34853e-07 -8.48367e-06 -1.02205e-06 6.64019e-07 2.2649e-06 -5.06695e-08 1.93846e-06 -1.25807e-06 2.93987e-08 1.13956e-07
internal_weight=0 3098 3078 3054 55 2999 2973 61 41 2912 2892 2861 2426 42 435 288 89 199 147 109 77 46 66 176 154 134 109 72 2384 2363
internal_count=3121 3098 3078 3054 55 2999 2973 61 41 2912 2892 2861 2426 42 435 288 89 199 147 109 77 46 66 176 154 134 109 72 2384 2363
is_linear=0
shrinkage=0.1


Tree=5719
num_leaves=31
num_cat=0
split_feature=9 3 33 34 9 1 121 124 48 48 123 15 12 12 45 0 10 47 47 47 1456 48 48 48 150 1 49 160 12 13
split_gain=7.99092e-08 3.66351e-07 2.9856e-07 1.37526e-07 1.75677e-07 1.22753e-07 2.28813e-07 9.8667e-08 2.62966e-07 2.19876e-07 1.5778e-07 2.51207e-07 1.32339e-07 4.23918e-07 3.37069e-07 1.37167e-07 1.27136e-07 1.53693e-07 1.42952e-06 2.46236e-07 1.77527e-07 1.57494e-07 9.81076e-07 6.14747e-07 4.33308e-07 7.50275e-07 5.48988e-07 2.32545e-07 4.73748e-07 2.06046e-07
threshold=0.092235000000000011 -0.13309499999999996 -0.018454999999999996 -0.097449999999999981 -0.093504999999999991 0.16540500000000002 -0.094339999999999993 -0.083229999999999985 0.08790000000000002 0.083180000000000018 0.084025000000000016 -0.095869999999999983 -0.010834999999999999 -0.040564999999999997 0.084355000000000013 -0.14794999999999997 -0.012544999999999999 0.092165000000000011 0.09550500000000002 0.089785000000000018 0.11585000000000002 0.087555000000000008 0.089670000000000014 0.086035000000000014 0.090480000000000019 0.11181500000000001 -0.076864999999999975 -0.095794999999999977 0.094435000000000005 -0.093219999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6 8 9 10 11 -8 13 15 16 -9 -14 19 -19 20 21 23 -23 29 26 -26 -24 -28 -29 -18
right_child=1 -3 3 4 5 -7 7 12 -10 -11 -12 -13 14 -15 -16 -17 17 18 -20 -21 -22 22 24 -25 25 -27 27 28 -30 -31
leaf_value=1.2246474203152502e-05 7.1080634802456186e-06 -9.7720995435047873e-06 8.2534597640915312e-06 -9.4074280350753267e-06 -1.0457939428999366e-05 7.8041216147539663e-06 5.8136639464382e-06 -8.2955943199798952e-06 -4.584792321494254e-06 1.2902081909016016e-05 7.2531634794211503e-06 -9.4770934159290238e-06 7.3519952227639897e-06 -1.6387823199011111e-05 1.0121345894731348e-05 -4.6170276057161566e-08 -2.9839619876383952e-06 -2.8117612509959147e-05 -2.2474790266722719e-07 1.1184475546315298e-05 -6.8303157825760768e-06 1.9501793703966542e-05 -1.4599662087372661e-05 -1.6744755547067186e-05 2.2292410492463249e-05 -4.7706922487122943e-06 -6.9789864816508872e-06 9.0627509164407012e-06 -6.346105572063721e-06 3.9788490073281495e-07
leaf_weight=20 20 36 20 20 21 20 22 23 38 27 37 21 23 20 33 163 200 20 226 20 37 30 30 22 21 20 30 53 32 1816
leaf_count=20 20 36 20 20 21 20 22 23 38 27 37 21 23 20 33 163 200 20 226 20 37 30 30 22 21 20 30 53 32 1816
internal_value=0 -3.74347e-06 6.83831e-08 -1.16044e-08 -6.62494e-08 -4.07854e-09 -5.63948e-08 1.73004e-08 2.56126e-06 5.09911e-06 2.46561e-06 -1.65392e-06 -1.13553e-07 -2.55379e-06 7.88275e-08 -1.06626e-06 -4.96233e-08 -1.162e-07 -2.49246e-06 1.36747e-07 4.0302e-08 1.53085e-07 2.7207e-06 -1.19047e-07 1.40739e-08 9.0909e-06 -2.55248e-06 5.90268e-07 3.26177e-06 6.23842e-08
internal_weight=0 56 3065 3045 3025 3005 2985 2964 145 107 80 43 2819 206 2613 186 2580 2557 246 2311 2291 2254 216 2038 186 41 145 115 85 2016
internal_count=3121 56 3065 3045 3025 3005 2985 2964 145 107 80 43 2819 206 2613 186 2580 2557 246 2311 2291 2254 216 2038 186 41 145 115 85 2016
is_linear=0
shrinkage=0.1


Tree=5720
num_leaves=31
num_cat=0
split_feature=40 1 1132 49 1373 150 1373 457 457 1348 148 1374 456 13 456 13 456 1445 456 49 13 124 52 0 10 9 9 457 1 160
split_gain=8.30433e-08 2.57709e-07 8.38368e-08 8.36987e-08 8.35421e-08 3.29342e-07 1.8607e-07 3.01801e-07 1.21839e-07 2.77106e-07 1.62092e-07 1.00656e-07 1.11482e-07 3.84084e-07 2.08855e-07 1.65846e-07 1.44942e-07 3.30016e-07 1.79293e-07 2.563e-07 1.80039e-07 1.28398e-07 1.69013e-07 1.91661e-07 1.54157e-07 5.49941e-07 2.79582e-07 1.50718e-07 4.2619e-07 1.96729e-07
threshold=-0.24620999999999996 0.16175000000000003 -0.078654999999999989 -0.42399999999999993 0.086880000000000013 0.090480000000000019 1.0000000180025095e-35 0.31508000000000008 0.11612500000000002 -0.047944999999999995 -0.091979999999999992 -0.064634999999999984 0.088285000000000016 -0.085584999999999981 0.087635000000000005 -0.082574999999999982 0.087015000000000023 0.077020000000000019 0.084890000000000007 -0.14917999999999998 -0.011289999999999998 -0.083229999999999985 -0.092399999999999982 -0.11991499999999998 0.053330000000000009 0.092410000000000006 0.08925000000000001 0.085360000000000005 0.099195000000000019 0.084770000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 8 9 -5 -11 -12 14 -14 16 -15 17 18 19 20 -13 22 -21 -24 26 -26 27 29 -29 -23
right_child=1 -3 3 4 5 -7 -8 -9 -10 10 11 12 13 15 -16 -17 -18 -19 -20 21 -22 24 23 -25 25 -27 -28 28 -30 -31
leaf_value=6.4230451971525325e-06 -6.4031412966869535e-06 -9.1134047542870958e-06 6.1021777820196409e-06 -1.165729576314334e-05 -1.0181991556788545e-05 5.4062259402559476e-06 7.7031825611584281e-06 -1.0114601273918543e-05 6.586934744612743e-06 8.1715026917663651e-06 6.9815149236958308e-06 -1.86444228212942e-06 1.2796085477397168e-05 -8.4507892335663896e-06 -1.0250407144667407e-05 4.1169530732076968e-06 8.2817657346909286e-06 -1.1732421853594133e-05 9.4790916432430111e-06 1.162806389402249e-05 -1.4210033088515741e-05 1.2093729715445533e-07 7.2665740122036557e-06 -1.4591665133042959e-06 -1.5106518338013433e-05 4.8957176906162241e-06 1.0806287325237919e-05 1.1943852534083514e-05 -4.5059766518664095e-06 -3.0468592077189289e-06
leaf_weight=20 20 31 23 20 33 23 32 29 29 25 21 27 29 21 20 21 21 24 20 20 21 2122 39 71 28 27 24 36 28 216
leaf_count=20 20 31 23 20 33 23 32 29 29 25 21 27 29 21 20 21 21 24 20 20 21 2122 39 71 28 27 24 36 28 216
internal_value=0 -4.14291e-08 5.01772e-08 9.2494e-08 4.68308e-08 -3.77969e-06 1.18956e-07 3.63788e-08 1.3754e-07 7.26205e-08 1.54619e-07 8.39485e-08 3.24924e-08 3.94473e-06 -6.87353e-08 -2.16692e-06 6.01999e-09 -5.82755e-08 4.63081e-08 -2.46417e-08 -7.26564e-06 1.08475e-07 3.17198e-06 1.63451e-06 -5.2047e-08 -5.28724e-06 6.66404e-08 -4.06667e-08 4.74705e-06 -1.71725e-07
internal_weight=0 3101 3070 3050 3027 56 2971 2939 2910 2881 2861 2836 2815 71 2744 42 2724 2703 2679 2659 48 2611 130 110 2481 55 2426 2402 64 2338
internal_count=3121 3101 3070 3050 3027 56 2971 2939 2910 2881 2861 2836 2815 71 2744 42 2724 2703 2679 2659 48 2611 130 110 2481 55 2426 2402 64 2338
is_linear=0
shrinkage=0.1


Tree=5721
num_leaves=31
num_cat=0
split_feature=9 12 10 39 132 1203 1185 50 16 16 402 42 133 42 1204 2 12 12 12 43 12 401 1213 1212 1446 3 1447 159 402 133
split_gain=8.36522e-08 3.53993e-07 3.28562e-07 6.61014e-07 8.43785e-08 2.30667e-06 1.37845e-06 3.40456e-07 8.52901e-08 1.39236e-07 1.15906e-07 1.48335e-07 1.60798e-07 1.83309e-07 8.02038e-08 1.11906e-07 8.03696e-08 4.43734e-07 3.17091e-07 3.80292e-07 3.02551e-07 5.59914e-07 2.97032e-07 4.44491e-07 3.53462e-07 1.45621e-06 1.28264e-06 9.90443e-07 8.34909e-07 2.94564e-07
threshold=0.092235000000000011 -0.010834999999999999 0.0036750000000000007 0.087880000000000014 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.093975000000000017 -0.097644999999999996 -0.090054999999999982 0.087450000000000014 -0.058859999999999989 -0.37971999999999995 -0.013389999999999997 -0.081664999999999988 0.083865000000000009 0.086305000000000007 0.086850000000000024 0.085785000000000014 -0.077319999999999986 0.085565000000000016 0.10022000000000002 -0.090324999999999989 0.087615000000000012 0.083715000000000026 -0.085784999999999986 -0.086359999999999978 -0.08477999999999998 0.095140000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 7 -6 8 -1 -10 11 -11 -13 -14 15 -8 18 29 20 -20 21 22 -16 24 28 -26 -27 -28 -24 -18
right_child=1 -3 3 -5 6 -7 14 -9 9 10 -12 12 13 -15 16 -17 17 -19 19 -21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=5.9115455509787096e-06 5.6933701117763448e-06 -1.046772220461483e-05 2.1562382287465015e-05 -2.2914444203846732e-06 -2.5138631095118895e-05 3.3332161525495831e-05 9.2928744648319991e-06 -1.3271301994874111e-05 -7.3976449938426319e-06 7.5325091543732021e-06 -6.4449376532138564e-06 -7.129859121050686e-06 1.0052660984456452e-05 -2.5785337196861361e-06 8.6875368614711435e-06 -3.9769074996561706e-07 -1.9786967277468648e-06 3.5942754690935972e-08 -1.6360414003822765e-06 -1.8238510141476253e-05 9.433427920803004e-06 -1.5380111442937051e-05 -3.4345843402325123e-07 -1.1317826876030588e-05 2.2366870090242147e-05 1.3987594499553779e-05 -2.9826432639765697e-05 3.0504409475421805e-07 -2.0992753084101425e-05 1.2422598213245748e-05
leaf_weight=21 23 33 21 26 22 21 22 22 27 32 20 25 20 27 36 26 20 1416 37 22 31 25 934 37 34 28 20 24 20 49
leaf_count=21 23 33 21 26 22 21 22 22 27 32 20 25 20 27 36 26 20 1416 37 22 31 25 934 37 34 28 20 24 20 49
internal_value=0 -3.83013e-06 6.99748e-08 8.36665e-06 -5.92312e-08 1.84996e-06 -2.05673e-07 -1.55791e-06 -5.96866e-08 -8.90123e-07 5.26838e-07 1.86756e-06 -6.5019e-07 2.79644e-06 -8.43242e-09 4.04382e-06 -7.96026e-08 4.17527e-07 -6.7114e-07 -7.82679e-06 -3.16065e-07 -5.77062e-07 -2.50428e-07 -5.43743e-07 -1.67667e-07 5.31055e-06 -2.74382e-06 -1.33911e-05 -7.76358e-07 8.24831e-06
internal_weight=0 56 3065 47 3018 215 2803 194 172 151 124 104 72 47 2781 48 2733 1485 1248 59 1189 1158 1133 1097 1060 106 72 44 954 69
internal_count=3121 56 3065 47 3018 215 2803 194 172 151 124 104 72 47 2781 48 2733 1485 1248 59 1189 1158 1133 1097 1060 106 72 44 954 69
is_linear=0
shrinkage=0.1


Tree=5722
num_leaves=31
num_cat=0
split_feature=132 1203 399 393 1452 158 158 1456 4 2 49 1455 1456 4 1456 1447 3 160 403 46 1456 483 482 1 482 43 3 482 1455 1454
split_gain=8.30077e-08 4.0577e-07 3.9485e-07 9.02653e-08 8.12205e-08 1.18971e-07 1.7765e-07 1.16175e-07 4.73233e-07 6.93134e-07 3.90036e-07 3.42712e-07 1.35623e-07 3.92223e-07 3.14929e-07 1.475e-07 1.15991e-06 7.61502e-07 4.25999e-07 1.11156e-07 1.2329e-07 2.38036e-07 1.03634e-07 5.74084e-07 4.96242e-07 5.72853e-07 3.52272e-07 3.50817e-07 1.86951e-07 2.05148e-07
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.10992000000000002 0.11769000000000002 -0.47382999999999992 -0.4686749999999999 -0.090954999999999994 -0.081609999999999988 0.087245000000000003 0.088595000000000021 -0.091944999999999985 -0.081419999999999979 0.038415000000000012 -0.075669999999999987 -0.086279999999999982 -0.085709999999999995 -0.090764999999999985 -0.55327499999999985 0.096120000000000011 -0.063824999999999979 -0.47181499999999993 0.098465000000000011 0.16540500000000002 0.089745000000000005 -0.077824999999999991 -0.076514999999999986 0.087870000000000018 0.0034400000000000008 0.096235000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7 8 -8 -10 -11 -9 13 -13 -14 16 -16 -18 -17 20 -20 -22 23 24 27 -26 -24 28 29 -23
right_child=2 -3 -4 -5 -6 6 7 11 9 10 -12 12 14 -15 15 18 17 -19 19 -21 21 22 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-5.0676985909246603e-07 -7.1625007441743158e-06 -1.5459620176443422e-05 1.0267251089221406e-05 -6.6882051487482386e-06 5.4127271888709021e-06 9.2220836363378041e-06 -1.414785836396763e-05 1.254891224313972e-05 1.4145340053171542e-05 -1.5206362790346853e-05 2.1664149244315921e-06 2.3967563887102493e-06 1.2617400192311836e-05 -1.5182329728056422e-05 -2.2599515532798856e-05 1.264859967570239e-05 -5.3562995924494315e-06 1.8730871739708599e-05 -7.8680192268620898e-06 6.6532502678455782e-06 1.0880150657612831e-05 -1.2074922607421569e-07 3.5004235245572136e-06 1.6474218869873206e-05 -2.2584382045785052e-05 7.7315281877028098e-07 -1.4646137108229597e-05 1.3249552857814707e-05 4.9980071029059339e-06 -1.005196254049051e-05
leaf_weight=196 23 20 38 20 28 21 29 22 26 24 28 30 20 22 24 27 35 21 20 25 20 2184 23 21 21 21 20 20 71 21
leaf_count=196 23 20 38 20 28 21 29 22 26 24 28 30 20 22 24 27 35 21 20 25 20 2184 23 21 21 21 20 20 71 21
internal_value=0 -1.89129e-06 1.40625e-07 6.40363e-09 5.34328e-08 2.01119e-10 5.91218e-08 -1.02196e-08 -3.24114e-06 8.1392e-07 -5.85179e-06 1.19356e-07 1.60116e-08 -5.04055e-06 1.17377e-07 2.02515e-08 -4.20638e-06 3.67639e-06 1.55829e-07 1.91024e-08 -4.88147e-08 1.57534e-08 -7.47078e-08 1.39741e-08 -1.33872e-07 -1.09056e-05 -4.93984e-06 6.31716e-08 -5.27017e-08 -2.15332e-07
internal_weight=0 216 2905 2867 2847 2819 2796 2775 107 78 52 2668 2646 52 2594 2574 80 56 2494 2467 2442 2422 2402 2359 2338 42 43 2296 2276 2205
internal_count=3121 216 2905 2867 2847 2819 2796 2775 107 78 52 2668 2646 52 2594 2574 80 56 2494 2467 2442 2422 2402 2359 2338 42 43 2296 2276 2205
is_linear=0
shrinkage=0.1


Tree=5723
num_leaves=31
num_cat=0
split_feature=1 9 44 1455 484 1455 1456 1455 1453 16 1456 52 1446 480 160 131 15 1447 4 130 130 42 156 474 2 133 43 1428 157 0
split_gain=7.86174e-08 9.26493e-08 8.35709e-08 2.72517e-07 2.75533e-07 1.1206e-07 4.17978e-07 1.5483e-07 1.77687e-07 3.16132e-07 2.03693e-07 2.9094e-07 1.29517e-07 4.95624e-07 1.93334e-07 1.81147e-07 1.62655e-06 1.45831e-06 1.28187e-06 1.97485e-07 7.99159e-07 6.52103e-07 1.72541e-07 2.17647e-07 2.22957e-07 3.20207e-07 1.68813e-07 1.64022e-07 1.54358e-07 1.48383e-07
threshold=0.16773500000000005 -0.092544999999999975 0.099360000000000018 0.11192500000000001 -0.066844999999999988 0.098910000000000012 -0.077604999999999993 0.090900000000000022 -0.063399999999999984 -0.014754999999999999 -0.11085999999999999 0.008405000000000001 -0.088809999999999986 0.11471500000000003 -0.55248999999999981 0.089415000000000008 0.11601500000000002 1.0000000180025095e-35 -0.015039999999999998 0.08610000000000001 0.092225000000000015 -0.091964999999999977 -0.031569999999999994 0.08708500000000001 0.094565000000000024 -0.015929999999999996 -0.071044999999999983 -0.071779999999999997 0.51508000000000009 0.12445000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 -7 8 9 -3 11 -10 -12 14 -14 17 19 27 -19 21 -21 -17 -23 24 25 -24 -26 -16 29 -29
right_child=-2 2 -4 4 -6 6 -8 -9 10 -11 12 -13 13 -15 15 16 -18 18 -20 20 -22 22 23 -25 26 -27 -28 28 -30 -31
leaf_value=6.3664699179911539e-06 -5.8249130253661072e-06 1.6018596537693295e-06 -5.1699609527179666e-06 1.6147482199899276e-05 -5.1654400782094202e-08 -1.4085260898355046e-05 3.4223676569430005e-06 6.9381323740458359e-06 6.6765592237061362e-07 -1.1130729075002587e-05 -7.6921845902688805e-06 1.5334141007661814e-05 -9.2360626339264548e-06 1.5315151878374828e-05 -8.6273679078823825e-06 1.5739468547228451e-05 -2.911756354955114e-05 3.7126370862097254e-05 1.3231474804342725e-06 -2.0838474334926686e-05 3.1106187072126837e-06 -9.7942767570202702e-06 -1.456126413229088e-05 8.1594606813593736e-06 -2.7282433923877159e-07 -1.3192236890193141e-06 1.1417260362750746e-05 -1.9337366842522616e-07 8.0261160500564688e-06 4.1398842866539517e-06
leaf_weight=23 23 39 31 21 21 25 30 32 38 39 22 21 23 21 22 26 21 20 20 22 38 20 21 28 30 140 21 2177 24 82
leaf_count=23 23 39 31 21 21 25 30 32 38 39 22 21 23 21 22 26 21 20 20 22 38 20 21 28 30 140 21 2177 24 82
internal_value=0 4.32407e-08 -4.05504e-09 4.85544e-08 8.04791e-06 -6.3362e-08 -4.53565e-06 2.01044e-08 -5.58396e-08 -4.76443e-06 7.36177e-08 5.88793e-06 -4.98685e-08 1.1137e-08 -1.06371e-07 -2.89437e-08 -2.09484e-06 2.94376e-07 1.92248e-05 -4.54733e-07 -5.67072e-06 6.39529e-07 -8.70464e-07 -1.26813e-07 -1.22123e-06 -3.04645e-06 4.54074e-06 -3.41342e-08 4.8674e-08 -3.60797e-08
internal_weight=0 3098 3075 3044 42 3002 55 2947 2915 78 2837 59 2778 2756 2735 2712 367 2345 40 346 60 286 260 240 212 161 51 2305 2283 2259
internal_count=3121 3098 3075 3044 42 3002 55 2947 2915 78 2837 59 2778 2756 2735 2712 367 2345 40 346 60 286 260 240 212 161 51 2305 2283 2259
is_linear=0
shrinkage=0.1


Tree=5724
num_leaves=31
num_cat=0
split_feature=481 2 159 481 3 13 2 2 399 1185 2 13 1186 2 1213 1213 1212 2 1213 42 129 41 394 130 41 2 15 13 15 1213
split_gain=8.64932e-08 7.00349e-07 1.86061e-06 4.3901e-07 2.35248e-07 2.64237e-07 1.12233e-07 4.10866e-07 3.18979e-07 2.71333e-07 2.68257e-07 3.72528e-07 2.67204e-07 2.4756e-07 2.20945e-07 8.80463e-07 8.70933e-07 2.07101e-06 6.52071e-07 4.58267e-07 3.30286e-07 4.32618e-07 3.55172e-07 3.55041e-07 6.89473e-07 4.23624e-07 3.75528e-07 5.04451e-07 3.65455e-07 5.9183e-07
threshold=-0.087424999999999989 0.092875000000000013 -0.085489999999999997 -0.085894999999999985 -0.085709999999999995 -0.082574999999999982 0.08622500000000001 0.085955000000000018 0.091580000000000009 -0.014244999999999999 0.086590000000000014 -0.082574999999999982 -0.088589999999999988 0.085785000000000014 -0.088064999999999991 -0.086179999999999993 -0.092474999999999988 0.084145000000000011 -0.082414999999999974 0.087405000000000024 0.085790000000000019 0.088520000000000015 -0.064889999999999989 0.08610000000000001 0.079395000000000007 0.085485000000000019 0.10549000000000001 -0.077799999999999994 0.090325000000000003 0.088730000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -4 -6 7 8 9 -5 11 -8 -12 14 16 -16 19 -18 -17 -11 21 23 -22 24 25 26 28 -28 29 -20
right_child=3 -3 4 6 5 -7 10 -9 -10 13 12 -13 -14 -15 15 18 17 -19 20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-3.2752284609960912e-05 1.4506446366015423e-05 1.3041776726781379e-05 1.0294567181561088e-05 -1.1347160425430047e-05 -1.0947046548608342e-05 5.113651258441332e-06 5.6193493946921082e-08 1.2523139644301787e-05 1.0819289807504274e-05 -2.7368739902949135e-06 -1.1785902256633564e-05 -1.7851180495026276e-05 -1.6233254498482778e-07 -1.0613380782160675e-05 2.0413997243968365e-05 -1.6020146093702036e-05 3.1517029648447146e-06 -3.6002948069257071e-05 1.2409419263543512e-06 1.7960459126697972e-05 6.8263125854173276e-07 -1.3951667149001424e-05 1.8072586467694594e-05 -9.75374180294845e-06 1.9661125571701634e-05 1.4543455641945582e-05 1.9302799315331262e-05 4.7948928762967362e-07 -6.237773507057253e-06 -1.6243720078819024e-05
leaf_weight=21 21 22 21 20 20 21 26 29 29 23 20 21 1775 20 23 23 35 22 604 20 24 20 23 30 20 22 24 35 87 20
leaf_count=21 21 22 21 20 20 21 26 29 29 23 20 21 1775 20 23 23 35 22 604 20 24 20 23 30 20 22 24 35 87 20
internal_value=0 -2.8214e-06 -7.0261e-06 9.82263e-08 1.68761e-06 -2.72084e-06 -2.79964e-09 7.70934e-07 4.67719e-07 1.93568e-07 -4.87118e-07 -7.94497e-06 -2.91843e-07 4.08279e-07 6.1722e-07 1.08551e-06 -3.85494e-06 -1.19606e-05 6.08519e-07 6.88979e-06 1.02927e-06 5.84165e-07 9.19261e-06 9.29434e-07 1.32413e-06 8.61078e-07 4.70153e-07 8.13643e-06 -1.66008e-07 6.80536e-07
internal_weight=0 105 83 3016 62 41 2995 1153 1124 1095 1842 47 1795 1075 1055 955 100 57 932 43 909 862 47 842 812 792 770 59 711 624
internal_count=3121 105 83 3016 62 41 2995 1153 1124 1095 1842 47 1795 1075 1055 955 100 57 932 43 909 862 47 842 812 792 770 59 711 624
is_linear=0
shrinkage=0.1


Tree=5725
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 1212 3 1213 1213 1208 1208 403 2 402 15 480 15 16 43 42 401 12 133 129 43 128 43 130 12 130 16
split_gain=9.09651e-08 2.27557e-06 1.23635e-06 3.15332e-07 7.88218e-08 3.56132e-07 2.38155e-07 2.54606e-07 9.51747e-08 2.13116e-07 1.48486e-07 7.982e-07 2.3386e-07 1.32247e-07 3.38914e-07 2.64631e-07 2.0138e-07 2.9935e-07 2.11939e-07 1.49017e-07 5.68845e-07 2.67874e-07 1.28207e-07 1.63395e-07 2.17209e-07 1.52809e-07 3.6724e-07 1.86323e-07 1.38801e-07 1.89868e-07
threshold=-0.083284999999999984 0.10450500000000001 0.12679500000000002 0.089480000000000018 0.10321500000000002 -0.076669999999999988 -0.020279999999999996 0.23509000000000002 0.11846000000000001 0.10683000000000002 -0.53960999999999981 0.083715000000000026 0.15960500000000002 0.12044500000000001 0.11747 0.12961500000000001 0.058835000000000005 -0.061959999999999994 0.090395000000000017 -1.0000000180025095e-35 0.097325000000000009 0.50628500000000021 0.10311000000000002 -0.071044999999999983 0.10378000000000003 -0.50775499999999985 -0.22562499999999999 0.090345000000000023 -0.079354999999999981 -0.08947999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 8 6 -6 -8 9 10 11 -2 13 14 19 -15 18 -18 -17 20 -12 22 25 -24 -25 27 -27 -21 29 -28
right_child=2 -3 -4 -5 5 -7 7 -9 -10 -11 12 -13 -14 15 -16 16 17 -19 -20 21 -22 -23 23 24 -26 26 28 -29 -30 -31
leaf_value=6.4288871038131011e-08 2.0377529013092587e-05 3.4119198539883654e-05 -2.4925567504396896e-05 -1.3175143230910182e-05 5.9319639517894215e-06 1.3150555450920367e-05 -1.1149783179575935e-05 2.3358144614706233e-06 6.6220669915700065e-06 -9.7212921920562735e-06 -1.6621148468705848e-05 -4.5618745416780289e-06 -1.0199837624500304e-05 1.2567399479242644e-05 -1.2309590799660604e-05 3.6398681696813251e-06 1.476464877896433e-05 -1.5083099692849199e-06 -9.5825295122469673e-06 -9.1004466135611593e-07 4.72844539077554e-06 8.9440782424141865e-06 -2.816052623846032e-06 1.5368871354439763e-05 1.6192378215809761e-06 -1.3530232289277983e-05 1.2424591768649406e-05 1.1818657319805505e-05 -3.7795672518162113e-07 6.7358857904764599e-07
leaf_weight=179 21 20 20 20 37 25 28 28 21 23 24 33 23 24 23 22 20 26 27 23 26 33 23 20 27 21 20 23 2217 44
leaf_count=179 21 20 20 20 37 25 28 28 21 23 24 33 23 24 23 22 20 26 27 23 26 33 23 20 27 21 20 23 2217 44
internal_value=0 1.96525e-06 -1.48309e-07 -1.26631e-06 2.3636e-08 2.55471e-06 -2.93639e-07 -4.40698e-06 -8.44199e-08 -1.35764e-07 -5.47096e-08 5.13678e-06 -1.59864e-07 -7.24934e-08 -2.26087e-07 3.18524e-06 8.15008e-07 5.56689e-06 -3.64594e-06 -1.14963e-07 -5.51936e-06 -4.71436e-09 -1.26844e-07 4.09039e-06 7.47015e-06 -2.52571e-07 -3.6661e-07 5.45431e-06 -2.45419e-07 4.34578e-06
internal_weight=0 219 2902 199 2882 118 93 56 2764 2743 2720 54 2666 2643 2524 119 95 46 49 2501 50 2451 2418 70 47 2348 2302 46 2281 64
internal_count=3121 219 2902 199 2882 118 93 56 2764 2743 2720 54 2666 2643 2524 119 95 46 49 2501 50 2451 2418 70 47 2348 2302 46 2281 64
is_linear=0
shrinkage=0.1


Tree=5726
num_leaves=31
num_cat=0
split_feature=130 1 15 132 1203 132 50 51 0 0 0 0 12 43 0 51 16 51 51 4 3 3 1446 1420 1446 2 1456 4 3 403
split_gain=8.62061e-08 2.0548e-07 1.09416e-07 8.04061e-08 2.28618e-06 1.0248e-06 4.24364e-07 7.9469e-08 3.04463e-07 1.3557e-06 6.45918e-07 5.05683e-07 2.45052e-07 2.70994e-07 2.6874e-07 2.3128e-07 1.19859e-06 2.54181e-07 2.10723e-07 4.39357e-07 2.80518e-07 1.62565e-07 1.46125e-07 1.45866e-07 1.77049e-07 1.23628e-06 9.21746e-07 1.91923e-06 7.28197e-07 4.35512e-07
threshold=-0.23123999999999997 0.16540500000000002 0.17980000000000004 -0.083284999999999984 0.089480000000000018 -0.076764999999999986 0.093975000000000017 0.094075000000000006 -0.083804999999999977 -0.07847999999999998 -0.090644999999999989 -0.075359999999999996 0.091200000000000017 -1.0000000180025095e-35 0.034820000000000011 0.090230000000000019 -0.087659999999999988 0.089355000000000004 0.123935 0.0045450000000000013 -0.071799999999999989 0.083060000000000009 0.11483500000000001 -0.085599999999999996 0.083715000000000026 0.083715000000000026 0.089630000000000015 -0.081609999999999988 -0.082594999999999988 -0.54856499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 15 10 -10 18 -11 14 -14 21 17 -17 22 19 20 -9 -13 23 -7 29 -26 27 -27 -29 -25
right_child=1 -3 -4 5 -6 7 -8 8 9 11 -12 12 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=6.0995677240103052e-06 1.0495593356987399e-07 -8.730936058964501e-06 4.9258113535365237e-06 -2.219269991612583e-05 3.3167451129840979e-05 -7.4043252391641518e-06 -1.464029715366037e-05 5.9694256070806962e-06 2.4922631736343548e-05 -1.4288642141764286e-05 -1.3248565894197807e-05 -2.0148281182628126e-06 1.0695650672687408e-06 1.6259603796203484e-05 -9.6895504092888437e-06 7.2866167247411792e-06 -2.5557458679941193e-05 1.0387025853877118e-05 -4.4234346981230537e-06 1.6919672833120621e-05 -9.2209941885812442e-06 9.7715614251889992e-06 -7.7810519796912563e-06 -1.0212343908857863e-05 1.9234830503862485e-05 -2.8659610779868672e-05 1.2195522139271426e-05 1.6996157868877914e-05 -5.438736805165089e-06 -4.8588626437170022e-08
leaf_weight=23 173 27 45 21 21 27 22 31 27 20 37 25 24 23 23 25 20 23 34 22 20 22 25 43 37 28 35 23 39 2156
leaf_count=23 173 27 45 21 21 27 22 31 27 20 37 25 24 23 23 25 20 23 34 22 20 22 25 43 37 28 35 23 39 2156
internal_value=0 -4.52835e-08 3.10801e-08 -4.17101e-08 1.81753e-06 -1.84627e-07 -1.55861e-06 -1.89155e-08 1.49608e-06 4.44221e-06 -1.85923e-06 4.05924e-07 2.91782e-06 8.50299e-06 -8.32229e-07 -2.06993e-07 -7.31075e-06 -7.57658e-08 2.07914e-06 5.10774e-06 1.23982e-08 3.50221e-06 -1.75494e-07 -9.58714e-08 -1.22931e-08 3.17817e-06 -1.5746e-06 -6.92965e-06 2.88389e-06 -2.47334e-07
internal_weight=0 3098 3071 3026 216 2810 195 2789 308 164 144 137 117 47 70 2481 45 2436 107 73 51 47 2413 2388 2361 162 125 90 62 2199
internal_count=3121 3098 3071 3026 216 2810 195 2789 308 164 144 137 117 47 70 2481 45 2436 107 73 51 47 2413 2388 2361 162 125 90 62 2199
is_linear=0
shrinkage=0.1


Tree=5727
num_leaves=31
num_cat=0
split_feature=4 132 13 1203 1210 394 4 1209 13 4 43 13 12 42 481 4 42 4 2 4 52 52 52 51 160 2 160 2 1429 1
split_gain=8.30311e-08 5.38306e-07 3.23201e-06 2.34925e-06 4.56639e-07 2.99439e-07 3.32879e-07 2.78243e-07 9.67811e-07 5.7262e-07 1.29954e-06 6.35297e-07 2.70496e-07 2.69366e-07 7.11578e-07 6.16855e-07 5.30405e-07 3.97063e-07 9.24374e-07 5.97445e-07 4.97736e-07 1.41239e-06 3.39145e-07 2.01886e-07 4.84117e-07 3.67606e-07 3.45439e-07 2.13836e-07 4.84766e-07 6.78668e-07
threshold=-0.081714999999999996 -0.083284999999999984 -0.01163 0.088820000000000024 -0.14175499999999996 0.013605000000000001 -0.082109999999999975 -0.083969999999999989 -0.087404999999999997 -0.080584999999999976 0.0034250000000000005 -0.085584999999999981 0.087995000000000004 0.091205000000000008 -0.086354999999999987 -0.093124999999999986 0.087995000000000004 -0.083439999999999986 0.084145000000000011 -0.084134999999999988 0.11434500000000002 0.092965000000000006 0.016565000000000003 -0.14283999999999999 -0.082299999999999984 0.097220000000000015 0.081905000000000019 0.11411 -0.0091699999999999993 0.10234000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 13 8 -2 10 11 -9 -4 14 -6 22 17 19 -19 20 21 23 -15 25 -25 -16 27 28 -26 -30
right_child=7 3 12 -5 5 -7 -8 9 -10 -11 -12 -13 -14 15 16 -17 -18 18 -20 -21 -22 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=4.0277240733975425e-05 -7.1301932848655276e-06 1.4844517128316828e-05 9.3372451980637077e-07 -3.3772837782919395e-05 -1.6622678326712049e-05 1.2268727169568941e-05 -1.1421450699344861e-05 1.3137153086972831e-05 2.3606883860338713e-05 -1.5044050393537709e-07 -3.0849615189936233e-05 -8.881746113107319e-06 -1.3570950816301775e-05 8.1384565982981865e-06 -2.5358384671282974e-06 2.0773991638547852e-05 1.4036328168742785e-05 2.3989126895598714e-05 -6.050260062693269e-06 -1.7014479503400666e-05 1.0812705156575632e-05 -2.6410806066494496e-05 -9.262930810412702e-06 -1.4375325914291657e-05 -1.1576656119171369e-05 1.4123603543541523e-05 -1.0665732363052554e-05 1.1346259661877411e-05 2.7275719820149142e-07 1.7702174467558508e-05
leaf_weight=23 21 23 36 20 25 21 24 20 20 2207 20 38 20 24 26 21 28 21 20 22 38 21 21 24 29 27 26 20 210 25
leaf_count=23 21 23 36 20 25 21 24 20 20 2207 20 38 20 24 26 21 28 21 20 22 38 21 21 24 29 27 26 20 210 25
internal_value=0 8.82265e-07 8.7161e-06 1.79176e-08 9.88916e-07 5.15397e-07 1.36838e-07 -3.01537e-07 7.8635e-06 -4.48043e-07 -8.86866e-06 -1.28902e-06 -4.24652e-06 5.78556e-07 -1.31178e-07 6.62205e-06 6.36583e-07 -1.00534e-07 9.33577e-06 -9.27219e-07 -1.33677e-07 -1.15319e-06 1.78091e-08 2.17375e-07 -6.92459e-07 5.95105e-06 3.6686e-07 1.37689e-06 6.2163e-07 2.12695e-06
internal_weight=0 795 79 716 696 673 652 2326 41 2285 78 58 56 628 562 66 537 509 41 468 446 408 45 387 334 53 310 284 264 235
internal_count=3121 795 79 716 696 673 652 2326 41 2285 78 58 56 628 562 66 537 509 41 468 446 408 45 387 334 53 310 284 264 235
is_linear=0
shrinkage=0.1


Tree=5728
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1204 1203 403 3 403 403 1210 1210 1212 16 0 1212 0 1212 401 133 1212 1210 402 1209 1210 1210 133 133 2 133 1454
split_gain=9.80294e-08 4.43154e-07 3.73347e-07 1.08402e-07 1.0642e-07 1.01192e-07 8.67478e-07 1.62332e-07 1.50726e-07 1.11748e-07 1.41543e-07 9.8067e-08 6.40596e-07 9.11762e-07 1.77046e-07 1.52593e-07 1.14948e-07 1.23942e-07 4.10429e-07 3.73758e-07 1.36813e-07 1.78422e-07 4.98452e-07 2.49214e-07 2.20749e-07 9.90689e-08 5.76951e-07 1.44894e-06 5.00918e-07 4.10824e-07
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.081664999999999988 0.087075000000000014 -0.5492149999999999 -0.085784999999999986 -0.5425549999999999 -0.5335399999999999 -0.3960249999999999 -0.094799999999999982 -0.088629999999999987 -0.092484999999999984 -0.086284999999999987 -0.069964999999999986 -0.080869999999999984 -0.022679999999999995 -0.06959499999999999 0.51114000000000004 0.11579500000000002 0.0028200000000000005 -0.088494999999999976 0.087485000000000021 -0.077744999999999995 -0.0091799999999999989 0.091935000000000003 0.090445000000000011 0.092635000000000009 0.093255000000000018 0.10642000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 -5 -7 -9 -10 -11 12 -12 -14 -13 -15 -16 19 20 -18 21 23 24 -19 -23 26 29 -28 -27 -26
right_child=1 3 -4 5 -6 7 -8 8 9 10 11 14 13 15 16 -17 17 18 -20 -21 -22 22 -24 -25 25 28 27 -29 -30 -31
leaf_value=-7.2725145259380734e-07 1.4291709033965493e-05 6.7235347224985683e-07 -1.50702537757752e-05 2.0672560839329891e-05 1.0089537384569018e-05 -9.0941729763471822e-06 -5.8760002843882832e-06 8.5973001569072951e-06 -7.3822361584808237e-06 7.430407829815522e-06 -1.6483265658785563e-05 7.6386033651942859e-06 1.934750757105316e-05 -9.2007404820084483e-06 -6.8360946588654766e-06 2.0771712546488025e-08 1.3677896567969583e-05 3.0274895834736525e-08 -1.2387107024012409e-05 -3.0069850505116909e-06 7.369828308583238e-06 -9.8237586480140834e-06 1.577897986635435e-05 -1.4273897470827381e-05 2.0437843221309484e-07 -1.3497895486125346e-05 -3.5774096350646038e-06 3.1663926733926928e-05 -2.6576192173824559e-07 -1.0727189056914151e-05
leaf_weight=196 22 28 20 20 21 20 32 20 21 25 27 30 21 34 25 38 25 29 27 29 25 23 20 21 1937 32 28 20 270 35
leaf_count=196 22 28 20 20 21 20 32 20 21 25 27 30 21 34 25 38 25 29 27 29 25 23 20 21 1937 32 28 20 270 35
internal_value=0 1.52826e-07 -2.05531e-06 4.49326e-08 4.70829e-06 -3.56971e-08 4.33498e-06 -1.17392e-07 -5.23901e-08 -1.1548e-07 -5.93974e-08 -1.2885e-07 -2.92322e-06 1.01357e-06 1.32212e-09 -4.33383e-06 -8.86694e-08 -2.17572e-08 -1.25494e-07 4.7175e-06 1.01873e-08 -6.59994e-08 5.8979e-08 -5.97748e-06 -7.50935e-08 2.14695e-08 2.7403e-07 1.11065e-05 -1.66784e-06 1.03597e-08
internal_weight=0 2905 216 2883 49 2834 52 2782 2762 2742 2721 2696 120 93 2576 72 2546 2521 2467 54 2440 2415 2365 50 2345 2322 2020 48 302 1972
internal_count=3121 2905 216 2883 49 2834 52 2782 2762 2742 2721 2696 120 93 2576 72 2546 2521 2467 54 2440 2415 2365 50 2345 2322 2020 48 302 1972
is_linear=0
shrinkage=0.1


Tree=5729
num_leaves=31
num_cat=0
split_feature=1429 2 2 1375 483 13 157 2 475 1 472 157 2 157 1 1 1 156 49 1 15 10 47 52 160 1447 481 1 1 16
split_gain=8.86228e-08 2.78931e-07 1.25236e-06 6.96947e-07 3.85511e-07 6.05394e-07 8.16369e-07 2.81611e-07 4.27867e-07 2.3568e-07 4.13311e-07 1.31203e-07 3.79244e-07 1.76432e-07 1.17192e-07 5.8497e-07 5.75597e-07 6.03869e-07 4.68988e-07 3.38804e-07 3.72536e-06 1.67457e-06 1.25744e-06 7.14857e-07 7.11721e-07 7.09401e-07 5.41582e-07 3.91719e-07 6.43326e-07 3.80554e-07
threshold=0.032755000000000006 0.087015000000000023 0.085785000000000014 -0.15308499999999997 0.087520000000000014 -0.085964999999999986 -0.079594999999999985 0.090545000000000014 -0.08459499999999999 0.10234000000000001 -0.068659999999999985 0.11933000000000001 0.10060500000000001 0.099625000000000005 0.102705 0.10471500000000002 0.099990000000000009 -0.092624999999999985 -1.0000000180025095e-35 0.09253500000000002 -0.10203999999999998 -1.0000000180025095e-35 0.077555000000000013 0.4099850000000001 -1.0000000180025095e-35 0.059120000000000013 -0.16223499999999996 0.091900000000000023 0.091450000000000017 -0.089669999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 -3 5 6 -5 8 -7 10 -9 13 -13 14 16 -16 17 -1 -18 21 -21 -19 23 24 -22 26 -23 28 -28 -26
right_child=1 3 -4 4 -6 7 -8 9 -10 -11 -12 12 -14 -15 15 -17 18 19 -20 20 22 25 -24 -25 29 -27 27 -29 -30 -31
leaf_value=-1.7001897003865451e-05 2.1965239245625354e-06 1.7415517764686142e-05 -2.6280889901302187e-05 -2.5879214486697796e-05 1.0856281489230407e-05 -1.2358191699806614e-06 4.8547108235652556e-07 -1.9048225939286568e-05 1.6465504817666309e-05 2.9358895249863375e-06 -7.2296758517609312e-07 -2.4560869704665881e-06 1.2866116303484889e-05 -7.1977767082430406e-06 -1.1072893697550995e-05 -1.2305653789507698e-07 1.2913134577545516e-06 -2.8742927934217736e-05 2.2183987989747452e-05 3.6835354901162043e-05 2.1934281821813784e-05 -1.6235050447903633e-05 -2.4979067347885575e-05 -1.5293204801093365e-05 1.3732851907661827e-05 1.7803711764075991e-05 3.6897572801459033e-07 1.4229358598640828e-05 -1.7242166697022704e-05 -1.6158051656540401e-06
leaf_weight=20 47 21 23 24 22 36 23 20 22 34 32 35 30 33 53 614 21 20 22 30 20 20 20 21 20 23 1690 20 21 84
leaf_count=20 47 21 23 24 22 36 23 20 22 34 32 35 30 33 53 614 21 20 22 30 20 20 20 21 20 23 1690 20 21 84
internal_value=0 -1.62211e-06 -7.16034e-06 3.46202e-08 -1.67899e-06 -3.12284e-06 -1.29773e-05 9.35582e-08 5.47848e-06 -3.53813e-06 -7.77114e-06 1.75057e-07 4.6157e-06 7.01723e-08 1.58382e-07 -9.93134e-07 5.32681e-07 2.87653e-07 1.19806e-05 4.61505e-07 4.42019e-06 3.12132e-08 -1.47348e-06 1.76867e-06 4.65819e-06 3.55612e-07 1.26425e-07 3.15465e-07 1.52825e-07 1.33586e-06
internal_weight=0 304 70 234 213 191 47 144 58 86 52 2817 65 2752 2719 667 2052 2009 43 1989 195 1794 165 145 124 1774 1751 1731 1711 104
internal_count=3121 304 70 234 213 191 47 144 58 86 52 2817 65 2752 2719 667 2052 2009 43 1989 195 1794 165 145 124 1774 1751 1731 1711 104
is_linear=0
shrinkage=0.1


Tree=5730
num_leaves=31
num_cat=0
split_feature=132 1185 1203 131 1213 42 42 403 4 133 1213 1213 1213 402 13 1210 1209 52 401 1212 1212 402 401 1184 129 12 12 4 12 3
split_gain=7.94006e-08 4.50892e-07 2.21036e-07 8.29207e-08 8.21432e-08 3.72414e-07 1.55504e-06 8.16542e-07 1.60014e-07 2.40862e-07 1.07668e-07 3.33237e-07 2.18253e-07 2.1425e-07 4.70832e-07 2.37618e-07 1.2059e-07 1.10619e-07 1.01832e-07 1.28262e-07 1.13075e-06 3.90664e-07 2.04841e-07 2.49818e-07 2.17087e-07 1.07138e-07 6.10427e-07 7.06593e-07 3.79054e-07 4.60859e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.096845000000000014 0.093235000000000026 0.090990000000000015 0.095185000000000006 -0.50388999999999984 -0.064054999999999987 -0.012979999999999998 0.063455000000000011 0.04198000000000001 1.0000000180025095e-35 -0.45454999999999995 -0.066634999999999986 0.258635 -0.092099999999999987 0.048520000000000008 0.12006000000000001 -0.092474999999999988 -0.087464999999999987 0.079755000000000006 0.10632500000000002 0.088135000000000019 -0.08133 0.098810000000000023 0.096525000000000014 -0.040589999999999994 0.095780000000000018 -0.080484999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 10 7 -7 -6 9 -9 11 12 13 14 -3 16 -15 -12 19 21 -21 -18 23 24 -22 26 28 -28 -26 -30
right_child=1 4 -4 -5 5 6 -8 8 -10 -11 17 -13 -14 15 -16 -17 18 -19 -20 20 22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=7.699472982348271e-08 1.4739415380626314e-05 1.7161297653894344e-05 -1.0128406977725848e-05 -6.7219672973806156e-06 -1.9238848353779757e-05 3.0880338135830244e-05 -5.3652101306742509e-06 -2.1208719044807367e-07 -3.5055480380337531e-06 1.3669176063558554e-05 -4.7315545368921732e-07 1.2854694851966998e-05 -1.0020730612516425e-05 6.2578524618099135e-06 -4.0384759267908523e-06 -1.0482151694966227e-05 1.4116777270828607e-05 -1.0231305064475496e-05 -5.6383745535034302e-06 -2.2730658747605049e-05 1.0403078413219191e-05 -1.9789402837264599e-06 7.8676139317008847e-06 -1.1194601894430891e-05 1.0101313421236139e-07 -1.7103272376416689e-06 1.864612226391297e-05 -7.6821221301616875e-07 2.1112717356366127e-06 -1.7229719935179283e-05
leaf_weight=174 21 22 28 20 20 20 29 25 22 25 26 20 22 30 20 22 25 21 33 22 20 38 33 20 1901 337 38 37 22 28
leaf_count=174 21 22 28 20 20 20 29 25 22 25 26 20 22 30 20 22 25 21 33 22 20 38 33 20 1901 337 38 37 22 28
internal_value=0 1.39575e-07 -1.82269e-06 -6.23929e-07 3.30436e-08 2.38684e-06 9.42889e-06 -1.36382e-06 3.60146e-06 6.72854e-06 -8.8215e-08 -5.3104e-09 -1.0164e-07 -1.92307e-08 7.06617e-06 -1.33424e-07 -4.53152e-08 -4.83318e-06 -1.19354e-07 -4.71098e-08 -1.61303e-07 4.40825e-06 4.25251e-08 -6.49356e-08 2.84733e-08 -5.93355e-08 2.15287e-07 9.06838e-06 -1.25043e-07 -8.71968e-06
internal_weight=0 2899 222 194 2878 141 49 92 72 50 2737 2690 2670 2648 42 2606 2584 47 2554 2521 2458 63 2436 2403 2383 2363 2026 75 1951 50
internal_count=3121 2899 222 194 2878 141 49 92 72 50 2737 2690 2670 2648 42 2606 2584 47 2554 2521 2458 63 2436 2403 2383 2363 2026 75 1951 50
is_linear=0
shrinkage=0.1


Tree=5731
num_leaves=31
num_cat=0
split_feature=457 15 4 157 150 157 49 1429 15 52 4 13 157 157 150 3 150 448 151 151 1451 481 481 133 2 1456 133 481 481 1420
split_gain=7.57547e-08 5.11738e-07 8.71836e-07 1.36143e-07 7.85498e-07 7.00417e-07 2.71448e-07 5.88285e-07 4.50602e-07 2.47656e-07 4.30042e-07 3.12341e-07 2.40358e-07 2.32238e-07 2.31586e-07 4.51103e-07 1.97925e-07 4.37497e-07 1.84018e-07 2.59293e-07 1.1957e-07 2.11807e-07 2.53037e-07 1.29778e-06 1.68748e-07 1.20234e-07 6.67833e-07 3.50247e-07 2.66815e-07 1.38149e-07
threshold=0.098180000000000003 -0.074054999999999996 -0.010024999999999997 -0.087184999999999985 0.084495000000000015 -0.086244999999999988 0.08610000000000001 1.0000000180025095e-35 -0.087679999999999994 -0.54906499999999991 -0.036839999999999991 -0.078279999999999975 -0.083944999999999978 -0.08266999999999998 0.12068000000000002 -0.079379999999999992 0.10699000000000002 -0.068129999999999982 0.11088000000000002 0.092070000000000013 0.080930000000000016 -0.15265499999999996 -0.086484999999999992 0.084760000000000016 0.091185000000000002 0.085790000000000019 0.111585 -0.081614999999999979 -0.077944999999999987 -0.079539999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -5 7 9 -8 -1 -11 -12 -7 -14 16 -16 18 -18 19 20 21 -15 23 -23 -22 27 -27 -24 -29 -30
right_child=1 2 -4 5 -6 12 8 -9 -10 10 11 -13 13 14 15 -17 17 -19 -20 -21 24 22 25 -25 -26 26 -28 28 29 -31
leaf_value=-7.5688872384489522e-06 6.4985545405589441e-06 5.3300040672883582e-06 -1.8995783921127441e-05 -1.8731344825937414e-05 2.0452161108799126e-05 8.5330790777031033e-06 1.6756020135210787e-05 -1.796312894384755e-05 -2.1342756887016939e-06 1.6390703583510915e-05 6.0516557149875795e-06 -1.0209212008963474e-05 -1.0788808431243524e-05 -8.8727221652704792e-06 -2.7508683117394823e-06 1.8233953178423692e-05 3.9277778672509489e-06 -1.5232862376881083e-05 7.9503714569627537e-06 -1.0630473697465672e-05 1.1986902527496569e-05 -5.5667477454335312e-06 1.0775100975782456e-05 2.560373397335008e-05 2.7758444289816001e-07 3.0909036605876421e-07 -1.8952749062670839e-05 -1.1599740287238093e-05 -7.3932904488174242e-06 8.0798228320594387e-08
leaf_weight=25 37 26 34 20 22 33 23 20 28 20 27 21 20 27 21 20 22 26 29 23 20 34 30 22 32 99 22 20 25 2293
leaf_count=25 37 26 34 20 22 33 23 20 28 20 27 21 20 27 21 20 22 26 29 23 20 34 30 22 32 99 22 20 25 2293
internal_value=0 -2.75083e-06 -8.45461e-06 8.8237e-08 2.70918e-06 -8.35371e-08 3.2902e-07 -2.40415e-06 6.38488e-06 9.41862e-07 4.07081e-06 -1.06247e-06 4.88107e-08 -5.1721e-08 2.59433e-08 7.48563e-06 -8.63354e-08 -6.4509e-06 2.78272e-08 -5.89706e-08 3.36912e-08 -6.2292e-08 3.11782e-08 6.6788e-06 4.78117e-06 -1.18387e-07 -3.19306e-06 3.87231e-08 -9.90405e-08 1.88989e-10
internal_weight=0 97 60 3024 186 2838 164 113 51 93 68 48 2818 2785 2765 41 2724 48 2676 2647 2624 2572 2545 56 52 2489 121 2368 2338 2318
internal_count=3121 97 60 3024 186 2838 164 113 51 93 68 48 2818 2785 2765 41 2724 48 2676 2647 2624 2572 2545 56 52 2489 121 2368 2338 2318
is_linear=0
shrinkage=0.1


Tree=5732
num_leaves=31
num_cat=0
split_feature=1212 401 1212 401 1209 2 1209 43 1210 1210 1208 1208 403 484 481 43 52 50 401 0 52 2 132 12 15 12 12 43 52 403
split_gain=7.21376e-08 1.4768e-07 1.29881e-07 1.58748e-07 1.81509e-07 7.57744e-07 2.74192e-07 1.43805e-07 1.00741e-07 1.65019e-07 1.49898e-07 1.42921e-07 1.08845e-07 7.99921e-07 1.9845e-06 4.59261e-07 7.03458e-07 3.08497e-07 2.08763e-07 9.84657e-07 1.77555e-07 2.25619e-07 2.90066e-07 2.08096e-07 2.44938e-07 2.19452e-07 2.324e-07 1.99407e-07 1.79158e-07 1.72034e-07
threshold=-0.53159999999999996 0.13729500000000003 0.15049500000000002 0.11769000000000002 -0.084519999999999984 0.080205000000000012 -0.069599999999999981 -0.015774999999999994 -0.13847499999999999 -0.08861999999999999 0.11846000000000001 0.10480500000000002 -0.084339999999999984 -0.081614999999999979 -0.081614999999999979 0.055925000000000009 0.11125500000000001 0.090150000000000022 -0.099524999999999988 -0.072594999999999979 -0.099454999999999974 0.082850000000000021 0.11503500000000001 0.09474500000000001 0.087260000000000018 0.087505000000000013 0.089735000000000023 -0.067199999999999996 0.08568000000000002 -0.070544999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -5 -8 -10 11 12 13 -11 -15 16 17 20 19 -14 -16 -22 23 24 25 27 -27 -23 -29 -20
right_child=1 -3 -4 7 6 -7 8 -9 9 10 -12 -13 18 14 15 -17 -18 -19 29 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-5.9864611421289744e-06 8.7607701408116911e-06 8.0218576524361122e-06 -7.6770879207866852e-06 1.2288397374504712e-05 1.1176210686740392e-05 -1.584134781714672e-05 5.6411473862329246e-06 2.9652760190401751e-07 -8.9222691843003436e-06 -1.6900307838857935e-05 8.3923579603877093e-06 -8.5110977624935914e-06 4.1374078384912785e-06 3.1142028203011372e-05 8.883422972195105e-06 1.3210549426461244e-05 -1.6121206062262689e-05 1.2453155382404064e-05 -3.9937784417402736e-06 -2.3982141701708315e-05 -8.5069665139769771e-06 -1.1731091837480729e-05 1.1961071227233334e-05 8.090324967191049e-06 -1.2426489993231373e-05 1.1529954368597828e-05 -2.9324231763894207e-06 4.0719171816557978e-06 -6.7697961909558495e-06 5.352157524385677e-08
leaf_weight=20 21 23 22 20 22 31 31 20 21 22 21 20 33 23 21 27 26 22 110 20 32 22 20 23 20 25 20 35 27 2321
leaf_count=20 21 23 22 20 22 31 31 20 21 22 21 20 33 23 21 27 26 22 110 20 32 22 20 23 20 25 20 35 27 2321
internal_value=0 3.86041e-08 -2.10499e-08 3.40656e-08 -4.8937e-08 -5.90588e-06 5.38163e-08 6.29246e-06 -2.93559e-08 -8.97426e-08 -2.55616e-08 -8.71776e-08 -2.80416e-08 1.58441e-06 2.77002e-06 7.30781e-07 -4.19232e-07 1.1098e-06 -2.64976e-07 -6.47374e-06 9.12124e-08 -7.33057e-07 5.62594e-07 -7.6281e-07 -2.1294e-06 -5.32954e-07 5.10223e-06 -3.5518e-06 -6.49474e-07 -1.29614e-07
internal_weight=0 3101 3078 3056 3016 52 2964 40 2942 2911 2890 2869 2849 365 343 320 293 267 2484 53 245 224 192 172 149 129 45 84 62 2431
internal_count=3121 3101 3078 3056 3016 52 2964 40 2942 2911 2890 2869 2849 365 343 320 293 267 2484 53 245 224 192 172 149 129 45 84 62 2431
is_linear=0
shrinkage=0.1


Tree=5733
num_leaves=31
num_cat=0
split_feature=1208 1208 43 1208 1209 2 1213 15 1210 2 1211 50 12 12 1210 42 130 401 2 133 12 403 15 399 130 1186 12 133 132 131
split_gain=7.72743e-08 1.47733e-07 3.60966e-07 1.46646e-07 8.38795e-08 9.78208e-07 1.30175e-07 3.02711e-07 2.09438e-07 1.26849e-07 1.15264e-07 4.2436e-07 2.56285e-07 2.21888e-07 1.58476e-07 5.97833e-07 6.44238e-07 2.18219e-07 6.75846e-07 2.14264e-07 6.52236e-07 1.69163e-07 1.13384e-06 1.26192e-07 2.07794e-07 1.09668e-07 1.91223e-07 1.66698e-07 1.81914e-07 1.30503e-07
threshold=0.12461500000000002 0.10233500000000001 -0.03898999999999999 0.089655000000000012 -0.087714999999999987 0.084715000000000013 -0.24064499999999997 0.090750000000000011 -0.094799999999999982 0.084985000000000019 0.087635000000000005 0.096900000000000014 0.090165000000000009 0.096475000000000019 -0.064799999999999983 0.085730000000000015 0.08610000000000001 -0.06959499999999999 0.093680000000000013 0.51114000000000004 0.093765000000000015 -0.44023999999999991 0.087575000000000014 0.091895000000000018 0.09567500000000001 -0.086714999999999987 0.087505000000000013 0.15630500000000003 0.11247500000000002 0.11863000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 9 -8 -6 14 12 -12 -14 15 16 -10 18 -16 21 -21 22 -19 25 -25 26 -23 29 -29 -27
right_child=-2 2 -4 -5 6 -7 8 -9 10 -11 11 -13 13 -15 17 -17 -18 19 -20 20 -22 23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-1.0333095583932432e-05 -6.1959366576047618e-06 1.5159711810632697e-05 -3.6118502407589407e-06 -8.3677422004430331e-06 -6.2307783082360403e-06 1.9840621107072193e-05 7.3428449608260205e-06 -1.3148857320629759e-05 9.9957187613295971e-06 3.7525745243069001e-06 4.3196720444679418e-06 1.3306499516450763e-05 -1.1845418336738825e-05 2.1647905168720174e-06 -5.8086217558454905e-06 -1.7756552347236722e-05 -1.2096334010245549e-05 -1.1460330642876216e-05 1.9271932052850555e-05 5.8262082802684745e-06 -1.912552717778288e-05 -1.2277567158754985e-06 1.864555966159091e-05 -9.2734558105994925e-06 2.200148642091167e-06 5.8024137363645814e-08 1.1040074317255252e-05 -1.1887894914252684e-05 -4.977889897485579e-08 -7.3537473629888458e-06
leaf_weight=22 20 21 20 21 20 21 39 25 33 35 56 30 26 20 21 24 22 22 22 20 22 27 29 38 27 2338 24 25 27 24
leaf_count=22 20 21 20 21 20 21 39 25 33 35 56 30 26 20 21 24 22 22 22 20 22 27 29 38 27 2338 24 25 27 24
internal_value=0 3.99546e-08 6.00285e-06 -3.99405e-08 1.7606e-08 4.40291e-06 -4.53338e-08 -4.02496e-06 6.38466e-08 1.22264e-07 -3.48259e-08 2.8516e-06 -2.23367e-07 -5.75402e-06 -1.73627e-07 -4.58757e-06 1.1589e-06 -4.28312e-08 7.02329e-06 -1.58669e-07 -7.24375e-06 -4.33754e-08 5.65871e-06 -1.58319e-07 -4.5075e-06 -4.36343e-08 4.54534e-06 -1.40584e-07 -5.74118e-06 -1.7286e-08
internal_weight=0 3101 41 3060 3039 43 2996 80 2916 55 2877 132 102 46 2745 79 55 2666 43 2623 42 2581 51 2530 65 2465 51 2414 52 2362
internal_count=3121 3101 41 3060 3039 43 2996 80 2916 55 2877 132 102 46 2745 79 55 2666 43 2623 42 2581 51 2530 65 2465 51 2414 52 2362
is_linear=0
shrinkage=0.1


Tree=5734
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 393 1373 52 150 157 157 157 1 52 15 2 42 157 1371 1374 481 481 133 1 1 1 2 160 457 1 50
split_gain=8.0965e-08 2.2247e-06 1.19513e-06 3.107e-07 1.16684e-07 7.35879e-08 6.03514e-07 8.72811e-07 1.41864e-07 8.9325e-07 4.42329e-07 2.36882e-07 5.3157e-07 5.09917e-07 2.92352e-07 2.4416e-07 2.15035e-07 1.48653e-07 1.26443e-07 1.18733e-07 2.25529e-07 1.10492e-06 1.07039e-07 2.39951e-06 2.28263e-06 5.75335e-07 4.34536e-07 3.96006e-07 4.16812e-07 7.65125e-07
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.097165000000000015 0.081220000000000014 -0.020999999999999994 0.090480000000000019 -0.087184999999999985 -0.089834999999999984 -0.08577499999999999 0.099990000000000009 -0.54906499999999991 -0.090644999999999989 0.08622500000000001 0.084895000000000012 -0.083699999999999983 0.08976000000000002 0.086765000000000023 -0.15265499999999996 -0.086484999999999992 0.084760000000000016 0.09253500000000002 0.091535000000000019 0.093205000000000024 -0.0091949999999999983 0.11205000000000002 0.12052 0.094715000000000008 0.096900000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 8 7 -7 9 11 -10 13 -13 -4 -15 -16 -12 18 19 -18 21 -21 23 25 -24 -22 27 28 29 -26
right_child=2 -3 4 -5 -6 6 -8 -9 10 -11 16 12 -14 14 15 -17 17 -19 -20 20 22 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=-1.0048559624536805e-07 -2.3358932466263386e-05 3.2802397479480572e-05 -1.6670343661319618e-05 -1.3246013522802969e-05 5.7761802262185878e-06 -7.9862313705234561e-06 -1.3334070727620256e-05 2.0041080149439948e-05 -1.2206485142958931e-05 2.1648162659072443e-05 8.8841434195206545e-06 -6.816761966051259e-06 1.3132337589387831e-05 1.1311522667476482e-05 -8.734580025350537e-06 4.4057789741950382e-06 -5.8660022097813329e-06 -8.4661268417784457e-06 7.7095374200282454e-06 -4.8218162945496653e-06 1.6349915377066368e-05 2.3777556576863969e-05 3.1832305577826568e-05 -2.8644976925230973e-05 -2.3373225520204177e-05 -3.1657269747043334e-07 1.169767726499534e-05 -1.4112733723387856e-05 3.7232079421301021e-07 3.6210410950757034e-06
leaf_weight=178 22 21 21 20 35 25 33 20 30 22 27 22 34 20 31 26 35 21 21 35 21 22 23 30 21 1513 30 21 720 21
leaf_count=178 22 21 21 20 35 25 33 20 30 22 27 22 34 20 31 26 35 21 21 35 21 22 23 30 21 1513 30 21 720 21
internal_value=0 1.85408e-06 -1.39917e-07 -1.42832e-06 3.74502e-08 -3.31493e-08 -3.06229e-06 4.47035e-06 5.22403e-08 2.79956e-06 -1.34378e-07 1.06898e-07 5.29519e-06 -2.85784e-06 9.09204e-07 -2.74073e-06 7.03692e-09 -8.75495e-08 -1.75335e-08 -8.26493e-08 -2.65309e-10 6.21654e-06 -1.47914e-07 -6.36174e-07 7.65528e-07 -8.84135e-08 -1.1336e-07 -5.65891e-07 -1.92552e-07 -9.87609e-06
internal_weight=0 219 2902 198 2880 2845 78 45 2767 176 2591 154 56 98 77 57 2561 2534 2513 2492 2457 57 2400 1564 836 1534 813 783 762 42
internal_count=3121 219 2902 198 2880 2845 78 45 2767 176 2591 154 56 98 77 57 2561 2534 2513 2492 2457 57 2400 1564 836 1534 813 783 762 42
is_linear=0
shrinkage=0.1


Tree=5735
num_leaves=31
num_cat=0
split_feature=1 1 1 482 43 14 1 45 376 3 47 3 47 13 51 52 1 51 48 159 16 16 157 1 52 48 157 160 12 2
split_gain=8.02762e-08 3.03536e-07 2.22411e-07 2.59847e-07 2.25129e-07 2.77971e-07 1.50244e-07 1.55364e-07 1.54419e-07 1.44063e-07 4.44497e-07 1.16539e-06 1.08085e-06 2.73063e-07 2.58031e-07 4.05353e-07 5.28415e-07 3.8704e-07 4.16375e-07 3.56791e-07 5.18027e-07 9.9695e-07 4.87347e-07 6.76246e-07 3.63595e-07 3.56781e-07 3.33292e-07 3.28448e-07 2.78706e-07 2.62658e-07
threshold=0.13534000000000004 0.13756000000000004 0.13927000000000003 0.090355000000000005 -0.083879999999999996 -0.073394999999999974 0.13408500000000004 0.094030000000000016 0.088720000000000007 -0.042499999999999989 0.094160000000000008 0.0022600000000000003 0.082095000000000015 -0.16152999999999998 0.093135000000000009 -0.012859999999999998 0.10828500000000001 0.089890000000000012 0.088875000000000023 0.10545500000000001 -0.0034149999999999996 0.0013750000000000001 -0.00078499999999999989 0.10060500000000001 -0.24164999999999998 0.094680000000000014 -0.071119999999999989 0.088405000000000011 -0.095379999999999979 0.10644500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 -4 -6 7 8 9 13 12 -12 14 -1 17 16 -16 18 19 20 27 -22 -23 24 -24 -20 -21 28 -11 -30
right_child=1 2 3 -5 5 -7 -8 -9 -10 10 11 -13 -14 -15 15 -17 -18 -19 25 26 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.178630949880244e-05 -1.0403761607855295e-05 9.7497962042325542e-06 -1.1784400369833748e-05 8.9581969609753288e-06 8.1527697678514716e-06 -4.4403242413164454e-06 8.7664496913930644e-06 -8.1168935693036164e-06 -7.1257892425913672e-06 9.7411757669760847e-06 2.9478758642653704e-05 1.5015568751983837e-07 -2.0073089718645557e-05 -4.9850320541109068e-08 -2.1424136646092374e-05 5.4345147368116569e-06 1.2878295501650429e-06 1.5788459058101233e-05 -1.2557213997865803e-05 -1.47604739822782e-05 2.9490636344624886e-05 1.6243328052821328e-05 -1.6617178275737387e-05 1.5482579456147506e-05 2.0125806506918958e-06 2.4048259106734806e-06 3.0760712640833599e-06 1.3476310436999484e-05 -4.4766900334007707e-06 4.4662339831802459e-06
leaf_weight=20 35 20 25 20 24 65 20 23 29 25 20 42 24 2251 21 27 20 21 34 20 21 28 20 20 22 30 22 20 104 48
leaf_count=20 35 20 25 20 24 65 20 23 29 25 20 42 24 2251 21 27 20 21 34 20 21 28 20 20 22 30 22 20 104 48
internal_value=0 -1.99755e-06 -8.70438e-08 -1.55523e-06 -3.39969e-06 -1.04443e-06 1.28767e-07 6.9442e-08 1.34615e-07 2.08235e-07 1.60185e-06 9.611e-06 6.596e-07 -1.5321e-07 1.64883e-06 -4.07968e-06 -1.03451e-05 2.54433e-06 1.87252e-06 3.22864e-06 4.40766e-06 9.87118e-06 5.29331e-06 3.48142e-07 -6.85873e-06 -5.54376e-06 -5.41752e-06 1.32923e-06 -4.33172e-08 -1.65261e-06
internal_weight=0 189 154 134 114 89 2932 2912 2889 2860 589 62 527 2271 503 68 41 435 414 350 308 111 90 62 42 64 42 197 177 152
internal_count=3121 189 154 134 114 89 2932 2912 2889 2860 589 62 527 2271 503 68 41 435 414 350 308 111 90 62 42 64 42 197 177 152
is_linear=0
shrinkage=0.1


Tree=5736
num_leaves=31
num_cat=0
split_feature=456 1365 1366 1429 1375 1372 151 1446 472 1429 2 4 474 3 42 1 1 34 14 4 0 0 1 2 483 13 43 157 155 12
split_gain=7.20784e-08 1.22252e-07 1.20286e-07 8.13489e-08 6.94414e-07 6.74537e-07 3.11769e-07 4.98889e-07 3.40205e-07 3.10942e-07 1.88112e-07 2.72697e-07 2.70492e-07 2.56932e-07 1.9433e-07 1.07972e-07 6.88039e-07 4.40819e-07 3.7926e-07 3.56146e-07 3.42741e-07 3.60647e-07 3.69575e-07 2.72891e-07 2.50057e-07 4.35831e-07 3.37242e-07 2.47553e-07 7.97693e-07 3.35167e-07
threshold=0.10512000000000001 0.088010000000000019 -0.083699999999999983 0.083725000000000008 -0.090674999999999992 -0.081219999999999987 -0.085604999999999987 0.085345000000000018 -0.084114999999999981 0.032755000000000006 0.10644500000000001 -0.012509999999999999 0.10607000000000001 -0.083654999999999993 0.08623500000000002 0.10293500000000001 0.10171500000000001 -0.057544999999999992 -0.18536 0.27287000000000006 0.12411500000000002 0.056435000000000006 0.104035 0.10774000000000002 0.098395000000000024 0.24813000000000004 -0.23229999999999998 -0.00078499999999999989 0.093115000000000017 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -6 8 -8 15 11 13 -12 -10 -13 16 17 -7 -19 27 21 22 -17 -23 25 26 -24 28 -20 -29
right_child=-2 -3 3 4 6 9 7 -9 10 -11 12 14 -14 -15 -16 20 -18 18 19 -21 -22 23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=-6.6499158526346064e-06 -4.1652271864045248e-06 6.6330155082791217e-06 1.8509271944822105e-05 -1.9544599306300371e-05 1.0925944448188048e-05 1.41253763222662e-05 1.2365415245984056e-05 -1.5234432104109701e-05 1.1620707560489053e-05 -9.5707790083307291e-06 -1.5343308532465017e-05 -8.5700632233646193e-06 9.0634521690108606e-07 -8.6366795946613654e-07 3.4740220317395319e-06 -1.4088090262833118e-05 1.8138603966442381e-05 -1.3499615241698849e-05 1.3162588095171562e-06 1.2448095806879188e-05 -1.0702868367469125e-05 1.2647639775877907e-06 1.0775189990454238e-05 1.6936442061705748e-05 7.6080505342750777e-06 -1.5599464476281354e-05 -1.1435714992956399e-06 -3.1897019877497337e-06 2.2038227754299962e-05 4.5291178523714287e-07
leaf_weight=27 41 28 20 20 23 23 21 23 32 33 20 37 21 34 21 21 22 20 161 24 34 25 25 20 35 20 471 304 21 1494
leaf_count=27 41 28 20 20 23 23 21 23 32 33 20 37 21 34 21 21 22 20 161 24 34 25 25 20 35 20 471 304 21 1494
internal_value=0 5.54503e-08 -4.89436e-09 5.44166e-08 -1.66582e-06 2.10745e-07 -1.24545e-07 -1.34063e-06 3.77424e-07 7.781e-08 -1.14832e-06 7.93226e-07 -7.02032e-06 5.18936e-06 -4.20927e-06 1.9487e-07 5.48282e-07 3.59232e-07 2.02798e-07 3.39549e-07 -9.2834e-07 -3.89711e-07 -1.06783e-06 8.22995e-06 -5.71597e-07 -1.12642e-06 -5.42827e-07 1.92778e-07 3.70726e-06 -1.6297e-07
internal_weight=0 3080 3052 3025 252 2773 232 209 186 2753 165 124 41 66 58 2720 2069 2047 2024 2004 651 617 572 45 551 516 496 1980 182 1798
internal_count=3121 3080 3052 3025 252 2773 232 209 186 2753 165 124 41 66 58 2720 2069 2047 2024 2004 651 617 572 45 551 516 496 1980 182 1798
is_linear=0
shrinkage=0.1


Tree=5737
num_leaves=31
num_cat=0
split_feature=10 0 9 3 97 34 9 16 2 45 12 12 2 43 16 475 482 1204 403 393 52 12 1419 156 12 0 13 0 1210 16
split_gain=7.588e-08 8.37931e-07 8.03999e-07 1.41199e-07 1.1066e-07 3.03605e-07 1.68072e-07 2.96542e-07 2.13912e-07 1.16148e-07 8.1319e-08 9.68355e-07 1.37166e-06 8.85309e-07 6.03208e-07 4.01621e-07 3.29967e-07 2.90975e-07 6.65568e-07 3.4217e-07 1.96901e-07 7.36595e-07 2.95492e-07 3.20881e-07 2.92923e-07 2.32706e-07 1.80936e-07 8.19396e-07 1.72748e-06 1.26746e-06
threshold=-0.011559999999999999 -0.10224499999999999 0.085355000000000014 -0.0096849999999999974 -0.084639999999999979 -0.057544999999999992 0.088235000000000022 -0.39185999999999993 -1.0000000180025095e-35 0.094030000000000016 0.090165000000000009 0.089570000000000025 0.088475000000000012 -0.011919999999999998 0.63636000000000015 0.12365000000000002 -0.24698999999999996 -0.081079999999999985 -0.074254999999999988 0.096070000000000003 0.25317500000000004 0.088485000000000022 0.086505000000000012 -0.086029999999999981 0.086655000000000024 -0.11242999999999999 -0.089109999999999981 -0.083804999999999977 -0.076234999999999983 -0.081414999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6 8 -8 -7 10 11 16 13 -13 15 17 -10 18 -12 -19 22 24 23 -18 25 -22 27 28 -25 -29
right_child=4 2 -4 -5 5 6 7 -9 9 -11 14 12 -14 -15 -16 -17 20 19 -20 -21 21 -23 -24 26 -26 -27 -28 29 -30 -31
leaf_value=-1.8755209175651544e-05 -6.6645028321469615e-06 1.5311914795087694e-06 1.9090077893495272e-05 -7.2179415966298305e-06 8.918256232904335e-06 8.3922891873601567e-06 1.7472061590919822e-06 -1.468877135158393e-05 -1.2387620197495425e-05 -5.6847546303678039e-06 4.0505585695882472e-06 -1.1328352474779619e-05 3.2807013039101462e-05 1.7070465357738571e-05 -1.6583330597827824e-05 1.382165469294705e-05 -1.2235649501235457e-05 -4.5586669032435287e-07 -2.1748053939063539e-05 1.0953272540400914e-05 2.5405446722288614e-06 -1.9773793017362632e-05 1.153057494652406e-05 -3.1401804928810596e-05 7.4216309807135469e-06 -1.0848613871732799e-05 1.0785186775855319e-06 2.9559331444772852e-05 -1.4665585985448103e-06 -3.1635164252120691e-06
leaf_weight=25 24 35 21 39 39 31 23 21 21 35 20 23 22 21 23 20 20 995 20 27 25 23 24 21 35 27 1177 20 235 29
leaf_count=25 24 35 21 39 39 31 23 21 21 35 20 23 22 21 23 20 20 995 20 27 25 23 24 21 35 27 1177 20 235 29
internal_value=0 -2.46581e-06 1.82088e-06 -3.07984e-06 9.86015e-08 1.53124e-07 3.67731e-08 -6.09724e-06 1.30034e-07 4.05717e-08 1.1143e-07 5.40862e-07 1.24194e-05 2.22563e-06 -5.58174e-07 -2.17528e-07 6.7727e-08 -4.8192e-07 -8.84875e-06 -1.54451e-07 2.27606e-07 -3.85854e-06 5.22151e-07 3.46251e-07 3.48944e-07 -4.41152e-06 5.16047e-07 -1.65454e-06 -3.92218e-06 1.01927e-05
internal_weight=0 120 95 74 3001 2977 2938 44 2894 2863 2828 1723 66 44 1105 1082 1657 1062 40 1022 1636 110 1526 1502 87 52 1482 305 256 49
internal_count=3121 120 95 74 3001 2977 2938 44 2894 2863 2828 1723 66 44 1105 1082 1657 1062 40 1022 1636 110 1526 1502 87 52 1482 305 256 49
is_linear=0
shrinkage=0.1


Tree=5738
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 391 129 128 1182 128 128 128 128 128 128 12 400 12 130 1213 42 1210 1213 402 12 16 12 12 1212 3 12
split_gain=7.34574e-08 2.19691e-06 1.07085e-06 3.92549e-07 7.45201e-08 1.76134e-07 1.54804e-07 9.17512e-08 8.18753e-08 2.10788e-07 1.24917e-07 1.14132e-07 2.72678e-07 2.17483e-07 2.35979e-07 2.24498e-07 2.22124e-07 2.00148e-07 1.60291e-07 1.53043e-06 2.41017e-06 8.8152e-07 7.07554e-07 2.7858e-07 5.4795e-07 2.22252e-07 3.57432e-07 1.26583e-07 3.69809e-07 1.64837e-07
threshold=-0.083284999999999984 0.10022000000000002 0.12358500000000001 0.089480000000000018 -0.085594999999999991 -0.077709999999999987 0.11976500000000002 0.084455000000000016 0.10979500000000002 0.104145 0.099125000000000005 0.09445000000000002 0.089745000000000005 0.079650000000000012 0.088615000000000013 -0.39724499999999996 0.23631000000000002 -0.22461999999999996 -0.085284999999999986 0.087505000000000013 -0.087769999999999973 -0.090954999999999994 0.13775000000000001 0.083715000000000026 -0.082404999999999992 0.087995000000000004 0.09320500000000001 0.10321500000000002 -0.077354999999999993 0.096830000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -6 7 8 9 10 11 12 13 15 -15 -7 17 -17 19 20 -19 25 27 -22 -25 -21 -27 29 -29 -20
right_child=2 -3 -4 -5 5 6 -8 -9 -10 -11 -12 -13 -14 14 -16 16 -18 18 22 21 23 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-3.2748142514852647e-09 -4.849734669997199e-06 3.2520414026207402e-05 -2.3192686758193303e-05 -1.4779202097088275e-05 9.4312100418392224e-06 -1.0122492519506274e-05 8.780428888712777e-06 -6.6338397075361135e-06 -5.6961661430250386e-06 8.252035061764952e-06 -7.3791459884808366e-06 7.1950645922863092e-06 -1.1387421091058059e-05 -1.3109343357923949e-07 1.4688950185310596e-05 9.389988423683226e-06 -1.0476216066308553e-05 3.8773522767087346e-05 2.0373071337471097e-07 7.7015690096785604e-06 -7.6272918158792899e-06 -2.3161644706058061e-05 -1.5467281764358633e-05 -3.580569546102197e-06 1.8831198794941886e-05 -1.2144010331992053e-05 3.2171999864107365e-06 -1.2492304980090314e-07 1.5293712844833777e-05 -2.2122916093470014e-06
leaf_weight=178 31 21 20 20 20 22 20 21 25 31 23 22 21 22 21 23 20 25 1923 23 20 22 30 24 20 28 33 60 21 331
leaf_count=178 31 21 20 20 20 22 20 21 25 31 23 22 21 22 21 23 20 25 1923 23 20 22 30 24 20 28 33 60 21 331
internal_value=0 1.76604e-06 -1.33266e-07 -1.49579e-06 2.6758e-08 7.97819e-08 1.37174e-08 -4.86569e-08 9.09016e-10 5.24196e-08 -4.05533e-08 2.1707e-08 -3.69817e-08 5.23583e-08 7.1066e-06 -6.31969e-08 2.18221e-08 1.03108e-07 1.96709e-08 2.77537e-06 1.24436e-05 -5.34231e-06 -2.07543e-07 2.15851e-06 6.6066e-06 -6.75341e-07 -3.83385e-06 -1.14868e-08 3.8725e-06 -1.51062e-07
internal_weight=0 219 2902 198 2882 2851 2831 2811 2790 2765 2734 2711 2689 2668 43 2625 2603 2583 2560 195 89 106 2365 64 44 84 61 2335 81 2254
internal_count=3121 219 2902 198 2882 2851 2831 2811 2790 2765 2734 2711 2689 2668 43 2625 2603 2583 2560 195 89 106 2365 64 44 84 61 2335 81 2254
is_linear=0
shrinkage=0.1


Tree=5739
num_leaves=31
num_cat=0
split_feature=1212 401 1212 401 1209 2 1209 43 401 15 402 16 1212 1210 2 43 1211 132 15 394 1212 402 403 128 50 132 16 12 131 133
split_gain=8.11946e-08 1.46786e-07 1.27694e-07 1.48446e-07 1.39941e-07 6.41669e-07 1.89727e-07 1.19761e-07 1.17396e-07 5.16174e-07 1.82805e-07 1.70056e-07 1.36373e-07 8.15589e-07 6.35222e-07 1.34273e-07 1.31926e-07 1.52092e-07 5.14868e-07 2.83568e-07 1.71893e-07 1.89968e-07 2.0437e-07 1.18107e-07 5.20396e-07 2.44556e-07 2.40768e-07 3.43624e-07 2.40267e-07 1.70185e-07
threshold=-0.53159999999999996 0.13729500000000003 0.15049500000000002 0.11769000000000002 -0.084519999999999984 0.080205000000000012 -0.067109999999999989 -0.015774999999999994 -1.0000000180025095e-35 0.098485000000000017 -0.42321999999999993 -0.072359999999999994 -0.089544999999999986 -0.14310999999999999 0.08734500000000002 0.055925000000000009 0.11048500000000001 -0.083284999999999984 0.091475000000000015 0.11233000000000001 -0.009474999999999999 0.11174500000000002 -0.5492149999999999 0.088865000000000013 1.0000000180025095e-35 0.11297500000000001 -0.085589999999999986 0.090020000000000017 0.11368500000000002 0.41553500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -5 9 11 -10 -8 14 -14 -12 -13 17 18 -15 20 -19 22 -22 25 26 29 -25 -28 -27 -24
right_child=1 -3 -4 7 6 -7 8 -9 10 -11 12 15 13 16 -16 -17 -18 19 -20 -21 21 -23 23 24 -26 28 27 -29 -30 -31
leaf_value=-6.351152078423183e-06 8.3097618612338845e-06 8.0000219816650755e-06 -7.6098011545995682e-06 1.1559811509869179e-05 8.7208194308914251e-06 -1.432973747268402e-05 -5.7804022389973402e-06 6.1629743868252269e-07 7.4816885210042759e-06 -1.6881705836236836e-05 -2.9029568528441325e-06 1.0660982320587209e-05 -1.8862721610384656e-05 -8.9931726751877186e-07 1.7860362383900159e-05 -9.2665413376380456e-07 6.3317692227869745e-06 8.1753503624125955e-06 -1.7115231342110993e-05 1.2042343405482826e-05 9.2763854382837973e-06 -8.3402977671303919e-06 7.2725005118440805e-08 5.2141795980500519e-06 1.3354838301893324e-05 -1.5584623660345188e-05 -1.3216939481918854e-05 2.4597788453696735e-06 -1.3373858348978534e-06 -9.1935786804242527e-06
leaf_weight=20 21 23 22 20 25 31 24 20 33 22 41 20 23 178 23 20 33 26 22 20 24 27 2205 38 35 20 27 29 29 20
leaf_count=20 21 23 22 20 25 31 24 20 33 22 41 20 23 178 23 20 33 26 22 20 24 27 2205 38 35 20 27 29 29 20
internal_value=0 4.09613e-08 -1.85118e-08 3.61375e-08 -4.41266e-08 -5.18686e-06 4.60968e-08 6.08805e-06 -2.7693e-08 -3.66791e-06 8.20368e-08 8.74327e-07 -4.55486e-09 -1.10527e-07 4.55886e-06 4.86716e-06 4.72853e-08 -2.9525e-08 -2.68307e-06 1.82758e-07 8.71166e-08 1.42217e-09 9.42225e-08 2.51552e-09 2.946e-06 -1.64463e-07 -9.29627e-07 -5.09864e-06 -7.15258e-06 -1.05676e-08
internal_weight=0 3101 3078 3056 3016 52 2964 40 2939 86 2853 64 2820 2756 64 40 2733 2700 200 2500 2480 2454 2427 2403 129 2274 94 56 49 2225
internal_count=3121 3101 3078 3056 3016 52 2964 40 2939 86 2853 64 2820 2756 64 40 2733 2700 200 2500 2480 2454 2427 2403 129 2274 94 56 49 2225
is_linear=0
shrinkage=0.1


Tree=5740
num_leaves=31
num_cat=0
split_feature=130 12 401 1212 1 1 1 10 1 1 1 1 4 1374 160 160 457 4 1375 131 1 1 46 40 4 1 52 12 16 13
split_gain=8.29428e-08 2.0855e-07 7.86627e-08 9.61305e-08 7.37999e-08 2.03057e-06 1.69749e-06 1.62775e-06 1.05066e-06 7.03827e-07 2.74856e-07 6.45355e-07 2.99016e-07 2.51062e-07 2.92552e-07 6.17059e-07 2.02644e-07 5.42793e-07 2.197e-07 1.97365e-07 4.8728e-07 4.73041e-07 4.32184e-07 2.98966e-07 2.19805e-07 5.01154e-07 8.88277e-07 5.93192e-07 8.38896e-07 7.84755e-07
threshold=-0.23647499999999996 0.23631000000000002 0.13837000000000002 0.15358000000000002 0.092845000000000025 0.093400000000000025 0.09202500000000001 -0.0026549999999999994 0.094090000000000021 0.094715000000000008 0.096860000000000016 0.096255000000000021 -0.046564999999999988 0.089635000000000006 -0.55323499999999981 -0.54512499999999997 0.097000000000000017 -0.010024999999999997 -0.085004999999999983 0.088315000000000018 0.10254500000000001 0.098700000000000024 0.096120000000000011 -0.07632499999999999 -0.50052499999999989 0.107145 -0.23375999999999997 -0.010834999999999999 -0.046599999999999996 -0.0090849999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 -7 -10 11 12 -11 14 -9 -16 18 -18 -17 21 -21 -12 24 -22 -23 26 -26 29 -29 -28
right_child=1 -3 -4 -5 5 8 -8 13 9 10 19 -13 -14 -15 15 16 17 -19 -20 20 23 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-6.4191698902504864e-06 -2.8429781782506324e-05 9.7430826537509527e-06 -6.1273471406561194e-06 6.7565158609622379e-06 -2.9476290887942017e-05 2.1088624508474429e-05 2.3920154125486687e-05 -8.9586294403229018e-06 -1.7449622221950754e-05 -9.2529313274202323e-06 -1.3637508485165503e-05 1.9630615434320846e-05 7.641582869837294e-06 9.3198733975441444e-06 1.5003710138574076e-05 9.1721882031210797e-06 6.376101337082218e-06 -1.5038072235946512e-05 8.5729333397022941e-08 1.5975069642160594e-05 1.1125084669898074e-05 4.7549436506718248e-06 1.1592631616858181e-05 -1.4871799488153823e-06 -2.270709292447307e-05 -2.0267537419407403e-07 9.8638467447710262e-07 -4.7106960297009837e-06 1.9330166023359024e-05 -2.669159717697767e-05
leaf_weight=20 20 22 21 21 24 23 30 35 24 22 30 23 20 30 28 27 20 29 1841 23 22 54 27 129 29 418 21 47 21 20
leaf_count=20 20 22 21 21 24 23 30 35 24 22 30 23 20 30 28 27 20 29 1841 23 22 54 27 129 29 418 21 47 21 20
internal_value=0 4.13943e-08 -2.7926e-08 1.39602e-08 -3.26627e-08 -7.48463e-07 3.06821e-07 -4.21443e-08 -2.4992e-08 -5.47157e-07 -9.94092e-08 6.16571e-06 -1.20792e-06 2.4032e-07 1.02751e-07 2.65809e-07 5.0545e-08 -6.29759e-06 2.17065e-07 -5.83634e-07 2.4157e-06 -1.36607e-06 -7.88137e-07 3.50369e-07 -1.33614e-06 -1.92772e-06 -7.15285e-06 -3.01456e-06 2.71369e-06 -1.25151e-05
internal_weight=0 3101 3079 3058 3037 977 2060 2030 953 930 906 65 42 2010 1980 1945 1917 49 1868 841 174 667 637 151 610 556 138 109 68 41
internal_count=3121 3101 3079 3058 3037 977 2060 2030 953 930 906 65 42 2010 1980 1945 1917 49 1868 841 174 667 637 151 610 556 138 109 68 41
is_linear=0
shrinkage=0.1


Tree=5741
num_leaves=31
num_cat=0
split_feature=132 15 1185 50 1204 1203 15 3 0 2 3 12 4 1 1 0 43 1 45 376 39 9 10 1184 14 16 1185 12 1 13
split_gain=7.56223e-08 2.02537e-06 1.01259e-06 3.36453e-07 7.79584e-08 8.30686e-08 7.4652e-08 1.48471e-07 1.40982e-07 1.17944e-07 1.09431e-07 7.30862e-08 2.06876e-07 8.58552e-08 2.44632e-07 2.01689e-07 1.49308e-07 1.15107e-07 1.43875e-07 1.50735e-07 1.50626e-07 5.54303e-07 3.70794e-07 1.31915e-07 1.78806e-07 7.15039e-07 1.2559e-07 1.16254e-07 1.03126e-07 9.44651e-08
threshold=-0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.09227500000000001 -0.081664999999999988 0.087075000000000014 0.084510000000000016 -0.06977499999999999 -0.09515499999999999 0.085485000000000019 -0.084964999999999985 0.23631000000000002 0.63113500000000011 0.13534000000000004 0.13756000000000004 -0.09515499999999999 -0.063379999999999978 0.13408500000000004 0.094030000000000016 0.088720000000000007 -1.0000000180025095e-35 0.092235000000000011 0.0036750000000000007 0.088135000000000019 -1.0000000180025095e-35 -0.018494999999999998 0.085600000000000009 0.088845000000000021 0.14860500000000001 0.10002500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 5 -4 7 10 -9 -8 -1 12 13 17 -15 -16 -17 18 19 20 -6 22 23 24 25 -22 29 -28 -18 -26
right_child=2 -3 4 -5 11 -7 9 8 -10 -11 -12 -13 -14 14 15 16 28 -19 -20 -21 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-1.9043904807026508e-06 -2.1507607681831527e-05 2.7993089376930307e-05 3.5555458789868109e-07 -1.2561352250486379e-05 7.1881634645857653e-06 8.7414145647406784e-06 8.1627896444539768e-06 8.517994713300774e-06 -2.4382202733856202e-06 -1.7511616571634176e-06 -1.0585560953586537e-05 -5.6538302962270918e-06 9.2508251375041553e-06 -1.0006627896893517e-05 6.8100474118182331e-06 -7.6168047118901295e-06 4.6750726706422624e-06 7.6157335024618087e-06 -8.0524224689394366e-06 -7.6587769071920779e-06 -6.5655107791826596e-06 -1.4191215100085916e-05 1.0585903236534145e-05 -8.0171002007034538e-06 -2.7110913042608072e-07 1.6512193053194067e-05 1.0947773494081049e-05 4.1357590651552363e-07 -4.6589317616962949e-06 2.0825998965515407e-06
leaf_weight=53 22 26 27 25 30 21 24 23 24 24 20 23 24 33 30 36 29 20 22 25 25 27 34 20 2178 29 20 22 20 185
leaf_count=53 22 26 27 25 30 21 24 23 24 24 20 23 24 33 30 36 29 20 22 25 25 27 34 20 2178 29 20 22 20 185
internal_value=0 1.79186e-06 -1.35221e-07 -1.73783e-06 2.80401e-08 4.02437e-06 -1.27192e-07 -1.46039e-06 2.92333e-06 3.20581e-06 -4.28279e-06 -3.96942e-08 6.27413e-09 -7.33917e-08 -2.41705e-06 -2.39175e-07 -2.72714e-06 5.81449e-08 3.87218e-10 6.86577e-08 1.43827e-07 6.06264e-08 2.1375e-07 7.14939e-08 1.37282e-07 5.82807e-06 9.50496e-09 5.42986e-06 8.65275e-07 -8.68365e-08
internal_weight=0 219 2902 193 2880 48 168 120 47 48 73 2832 2809 2785 148 115 85 2637 2617 2595 2570 2540 2513 2479 2459 54 2405 42 49 2363
internal_count=3121 219 2902 193 2880 48 168 120 47 48 73 2832 2809 2785 148 115 85 2637 2617 2595 2570 2540 2513 2479 2459 54 2405 42 49 2363
is_linear=0
shrinkage=0.1


Tree=5742
num_leaves=31
num_cat=0
split_feature=401 132 1185 15 1186 401 3 1209 1210 1210 1208 1209 1212 43 12 1212 402 401 401 133 1210 401 1213 133 1455 43 1455 1185 393 1212
split_gain=7.61729e-08 8.98835e-08 6.16747e-07 2.19385e-07 1.15092e-07 9.24358e-08 2.37135e-07 1.16383e-07 1.17538e-07 2.19804e-07 1.4e-07 1.53994e-07 1.13752e-07 8.20952e-07 5.56833e-07 1.90573e-07 1.08661e-07 1.00503e-07 2.29608e-07 1.75274e-07 4.24284e-07 9.74982e-08 1.18489e-07 3.28944e-07 2.06859e-07 7.87796e-07 2.18668e-07 1.31416e-07 1.69307e-07 1.29611e-07
threshold=0.13837000000000002 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.11769000000000002 -0.076514999999999986 -0.093169999999999989 -0.13847499999999999 -0.090569999999999998 0.11846000000000001 0.11027500000000001 -0.087464999999999987 -0.0047449999999999992 0.086505000000000012 -0.063924999999999996 0.113945 -0.46360499999999999 -0.14320999999999998 0.51114000000000004 0.0028200000000000005 0.09530000000000001 -0.087049999999999975 -0.011534999999999998 -0.097209999999999977 -0.070064999999999975 -0.089344999999999994 0.092170000000000016 -0.087924999999999989 0.10083000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 7 -7 -4 -9 -10 11 12 13 -11 -15 -14 17 -17 -19 20 21 22 23 -20 25 -24 -26 28 -28 -30
right_child=-2 2 5 -5 -6 6 -8 8 9 10 -12 -13 15 14 -16 16 -18 18 19 -21 -22 -23 24 -25 26 -27 27 -29 29 -31
leaf_value=-1.0051396082250078e-08 -6.0024033570828454e-06 1.7263210199979812e-05 -7.615363324475766e-06 -1.1388320777686287e-05 -7.8471490117711564e-06 -2.0112613810852053e-06 1.1534850144319839e-05 5.798844249511603e-06 -1.047816978825722e-05 -1.693886886338684e-05 8.1770630848560762e-06 -8.7618470752204305e-06 8.0897684195709493e-06 1.6944553717621602e-05 -3.5784574848572122e-06 -5.8404650879875306e-06 7.0710587392981822e-06 9.8146967957291054e-06 -7.3422983538277071e-07 -6.844814710981105e-06 1.4595219499824453e-05 -5.5129025156475111e-06 3.1128667850615399e-06 1.4908741568433471e-05 9.3783391930628573e-06 -2.138662707043945e-05 7.9208906485022192e-06 -7.7166979198492224e-06 7.3637031535846985e-08 -4.9316542319227774e-06
leaf_weight=174 21 21 20 22 21 28 24 35 20 30 21 20 30 20 39 29 22 24 41 37 20 32 35 20 25 21 27 22 2167 53
leaf_count=174 21 21 20 22 21 28 24 35 20 30 21 20 30 20 39 29 22 24 41 37 20 32 35 20 25 21 27 22 2167 53
internal_value=0 4.06523e-08 1.88382e-07 -1.92204e-06 -8.54047e-07 6.30947e-08 4.24079e-06 -1.4215e-08 4.02735e-08 -3.28843e-08 4.3498e-08 -1.94367e-08 4.54661e-08 -3.47005e-06 3.3785e-06 1.65574e-07 7.32534e-08 1.29511e-08 8.02051e-08 -1.3246e-08 8.938e-08 -2.93743e-08 4.34059e-08 4.39461e-06 -6.95404e-08 -6.07444e-06 7.70484e-08 -2.54339e-08 4.987e-08 -4.58587e-08
internal_weight=0 3100 2883 217 195 2862 52 2810 2790 2755 2735 2714 2694 89 59 2605 2575 2553 2524 2500 2463 2443 2411 61 2350 56 2294 2269 2247 2220
internal_count=3121 3100 2883 217 195 2862 52 2810 2790 2755 2735 2714 2694 89 59 2605 2575 2553 2524 2500 2463 2443 2411 61 2350 56 2294 2269 2247 2220
is_linear=0
shrinkage=0.1


Tree=5743
num_leaves=31
num_cat=0
split_feature=132 1186 1185 15 1208 1208 402 1209 403 1209 403 1209 12 43 0 0 15 12 42 4 4 12 4 12 16 403 12 52 13 13
split_gain=7.74372e-08 2.07836e-06 9.6205e-07 1.77013e-07 7.72651e-08 2.21804e-07 1.21874e-07 2.79827e-07 8.38866e-08 1.45888e-07 1.78122e-07 1.11863e-07 1.12467e-07 3.17898e-07 5.3639e-07 1.68895e-07 1.13967e-07 1.0202e-07 3.60422e-07 2.94419e-07 6.62102e-07 2.81619e-07 3.21408e-07 2.96506e-07 5.61693e-07 2.34603e-07 1.70263e-07 5.82143e-07 6.08824e-07 5.07556e-07
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 0.11531000000000001 0.10233500000000001 0.23460000000000003 0.10656 0.62200000000000011 -0.087714999999999987 -0.5341999999999999 -0.079679999999999987 0.11650500000000001 -0.24021999999999996 -0.057069999999999989 -0.036484999999999997 0.17980000000000004 0.10408500000000002 0.10306000000000001 -0.064054999999999987 0.0012600000000000003 0.10193000000000001 -0.026489999999999996 0.099815000000000015 0.25084500000000004 -0.44023999999999991 0.096525000000000014 0.11434500000000002 -0.069964999999999986 -0.033284999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 8 9 -4 -11 -12 16 -14 -15 -16 17 21 19 -19 -21 23 -23 25 -25 -13 -27 28 -28 -30
right_child=2 -3 4 -5 -6 -7 -8 -9 -10 10 11 12 13 14 15 -17 -18 18 -20 20 -22 22 -24 24 -26 26 27 -29 29 -31
leaf_value=-2.9944192641947706e-07 -2.0969034481119954e-05 3.0964686266088394e-05 6.6273875442372336e-06 -9.3047986865713042e-06 -5.3020227386258298e-06 8.3513541099478058e-06 -6.2567782973224725e-06 1.1834095500944388e-05 -5.4828294163858771e-06 -6.8602151402860484e-06 6.8311769344594115e-06 -9.0217724266102757e-06 1.3288865415953903e-05 -9.8845190066754195e-06 1.3540696714439297e-05 1.6770632945346214e-06 5.4272083919689379e-06 8.401795674862731e-06 -1.1024977341269103e-05 -1.7625473715683753e-05 3.46695695132281e-06 1.4727446013138333e-05 -1.5555159651822497e-06 -1.8275015047493071e-05 4.2088410282303815e-06 -1.7467256338660947e-07 -1.3388138855589205e-05 1.6622577490360763e-05 1.8235497782370659e-05 -8.463326803048008e-07
leaf_weight=172 22 22 33 25 27 32 31 20 28 38 24 29 24 32 21 28 36 31 39 22 46 27 22 25 20 2127 25 27 20 46
leaf_count=172 22 22 33 25 27 32 31 20 28 38 24 29 24 32 21 28 36 31 39 22 46 27 22 25 20 2127 25 27 20 46
internal_value=0 1.81324e-06 -1.36835e-07 -1.44225e-06 2.22994e-08 7.26873e-08 -2.12217e-08 4.80623e-08 -3.70354e-08 1.85744e-08 -6.19316e-08 3.47868e-08 -2.68352e-08 3.18039e-06 1.85281e-07 6.76148e-06 -1.59313e-07 -2.39566e-07 -2.8826e-06 3.25003e-07 -3.35706e-06 -8.5538e-08 7.41673e-06 -2.44059e-07 -8.28219e-06 -8.49935e-08 3.04482e-08 3.72784e-06 -9.80749e-08 4.93604e-06
internal_weight=0 219 2902 197 2880 2853 2821 2790 2770 2742 2709 2671 2647 105 81 49 2542 2506 138 99 68 2368 49 2319 45 2274 2245 118 91 66
internal_count=3121 219 2902 197 2880 2853 2821 2790 2770 2742 2709 2671 2647 105 81 49 2542 2506 138 99 68 2368 49 2319 45 2274 2245 118 91 66
is_linear=0
shrinkage=0.1


Tree=5744
num_leaves=31
num_cat=0
split_feature=130 12 158 158 1453 12 16 142 1455 11 34 13 34 133 9 2 43 147 147 483 483 2 132 15 132 1186 3 50 128 1
split_gain=7.77569e-08 1.9707e-07 7.23083e-08 1.44023e-07 9.95995e-08 1.13818e-07 2.93714e-07 2.52881e-07 1.76444e-07 1.24294e-07 1.16807e-07 2.75741e-07 1.65029e-07 5.72051e-07 5.35588e-07 3.59121e-07 7.61114e-07 1.34526e-07 2.23859e-07 1.80527e-07 1.26556e-07 3.22684e-07 1.36987e-07 2.18553e-06 9.11868e-07 4.127e-07 1.24802e-07 3.40057e-07 2.77468e-07 8.45041e-07
threshold=-0.23647499999999996 0.23631000000000002 -0.47382999999999992 -0.4686749999999999 0.087805000000000008 0.12757000000000002 -0.092804999999999985 -0.057499999999999989 0.10814500000000001 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.086990000000000012 0.091600000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.099230000000000013 0.093875000000000014 -0.47181499999999993 -0.088849999999999985 0.088555000000000009 -0.083284999999999984 0.091915000000000011 -0.076764999999999986 0.0044650000000000011 -0.095524999999999985 -0.46943999999999991 0.085955000000000018 0.091450000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 -5 9 -9 11 -11 13 -12 15 16 -14 18 19 -17 21 -21 23 25 -24 -22 28 -28 -26 -30
right_child=1 -3 3 4 -6 6 -8 8 -10 10 12 -13 14 -15 -16 17 -18 -19 -20 20 22 -23 24 -25 26 -27 27 -29 29 -31
leaf_value=-6.2152467580744997e-06 -5.2785893645844999e-06 9.4709720253211518e-06 7.2886064572230687e-06 1.0425881315195116e-05 5.1810606063579856e-06 -1.4332385485431586e-05 2.3217779623034101e-07 -7.5239883441016985e-06 -9.4614437966811244e-06 3.4913356888533935e-06 1.8369071945233462e-05 -1.159053844869757e-05 -2.8591726635340824e-06 -3.3026612392216616e-06 -1.1633126161005073e-05 8.1653448011854407e-06 2.2964858631201511e-05 6.7926234272629795e-06 -9.8781319889973897e-06 1.9199685865649892e-06 4.2075213301965663e-07 -1.2482804957463551e-05 -2.1416762097032917e-05 3.085818509210488e-05 7.4436623759655794e-07 -1.4871837538521505e-05 -1.1894714232767002e-05 -1.5507192520987273e-07 2.413642277701911e-05 -4.585008437494426e-06
leaf_weight=20 26 22 27 23 36 20 45 22 20 22 21 27 25 29 39 27 21 29 23 35 150 28 20 24 361 20 25 1893 20 21
leaf_count=20 26 22 27 23 36 20 45 22 20 22 21 27 25 29 39 27 21 29 23 35 150 28 20 24 361 20 25 1893 20 21
internal_value=0 4.00864e-08 -2.72989e-08 1.74222e-08 -4.74562e-08 -1.10408e-07 -4.24923e-06 -1.84345e-08 -1.01212e-07 -3.62551e-08 2.13428e-08 -4.81908e-06 1.05719e-07 5.79947e-06 2.60857e-09 1.69322e-07 8.93006e-06 1.87263e-08 -5.54872e-08 3.06107e-08 -5.3963e-08 -4.48126e-06 5.6108e-08 2.60965e-06 -1.55596e-07 -1.37838e-06 2.76899e-08 -3.08091e-07 1.62975e-06 9.42545e-06
internal_weight=0 3101 3079 3053 3026 2990 65 2925 2902 2882 2860 49 2811 50 2761 2722 46 2676 2647 2624 2597 63 2534 194 2340 170 2320 1918 402 41
internal_count=3121 3101 3079 3053 3026 2990 65 2925 2902 2882 2860 49 2811 50 2761 2722 46 2676 2647 2624 2597 63 2534 194 2340 170 2320 1918 402 41
is_linear=0
shrinkage=0.1


Tree=5745
num_leaves=31
num_cat=0
split_feature=132 1185 15 2 13 16 12 4 2 2 16 147 45 156 52 156 50 158 12 12 12 3 52 2 15 4 12 15 2 1447
split_gain=8.07586e-08 6.66633e-07 2.53309e-07 7.96828e-08 1.38794e-07 1.11507e-07 7.81312e-08 1.76899e-07 7.817e-08 6.94134e-07 3.52838e-07 3.84021e-07 2.75488e-07 2.29665e-07 2.37436e-07 4.96016e-07 2.26352e-07 2.96576e-07 2.59993e-07 8.91071e-07 6.91378e-07 6.11241e-07 6.50875e-07 5.89084e-07 6.98175e-07 5.83855e-07 4.73592e-07 5.62713e-07 2.27521e-07 8.57345e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.10467500000000002 -0.015039999999999998 -0.084939999999999988 0.23631000000000002 0.63113500000000011 0.10613000000000002 0.10699500000000002 0.55700000000000005 0.093875000000000014 0.082470000000000016 -0.064074999999999979 -0.55061999999999989 0.11896500000000002 -0.099524999999999988 0.11001500000000002 0.096830000000000013 0.097575000000000009 0.096395000000000022 -0.072894999999999988 0.024145000000000003 0.094400000000000026 0.090455000000000021 -0.065794999999999979 0.095330000000000012 0.094425000000000023 0.091055000000000011 0.040965000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 10 -10 11 12 16 -11 -15 -16 17 -3 20 -20 26 23 -23 24 -21 -25 28 -28 29 -18
right_child=1 6 -4 -5 -6 -7 -8 -9 9 13 -12 -13 -14 14 15 -17 18 -19 19 21 -22 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-1.1038273065754434e-05 1.7893078980012522e-05 1.5457346906218434e-05 -1.0383734203666489e-05 3.7377740429494431e-06 7.1951010138243629e-07 -1.8472654615338385e-06 -5.7938214855885636e-06 8.6071607768190016e-06 -1.6099530110860258e-05 1.0008423773147766e-05 1.1042223638166131e-05 -1.2456769618059602e-05 1.1660767709794787e-05 -8.8764432444859818e-06 -7.3142314812927047e-07 1.4930615855389209e-05 2.1210333679027963e-07 -9.6260178410871458e-07 -2.1381083558935644e-05 4.2975618578591974e-06 1.7632461701504841e-05 -7.2136212578597132e-07 -2.1485156776179795e-05 2.4760137948760532e-05 -1.2497217623699966e-05 1.3982647290148359e-06 -2.1371699771903383e-05 1.2459229481009971e-06 2.6218728344340944e-06 -1.7165257298168807e-05
leaf_weight=22 21 22 30 36 101 33 23 24 29 21 30 24 21 33 545 21 1353 22 24 71 23 36 26 20 38 23 22 22 376 29
leaf_count=22 21 22 30 36 101 33 23 24 29 21 30 24 21 33 545 21 1353 22 24 71 23 36 26 20 38 23 22 22 376 29
internal_value=0 1.40763e-07 -1.83821e-06 -5.02976e-07 -1.48161e-06 -5.52367e-06 1.12291e-08 5.79948e-08 -1.44813e-08 -9.77989e-07 2.72098e-07 1.21957e-07 2.63822e-07 -2.70691e-07 -6.31061e-07 -1.50323e-07 1.50232e-07 7.24737e-06 -1.13746e-09 -3.10981e-06 4.04267e-07 -1.06069e-06 -9.42876e-06 2.3526e-06 -1.5575e-06 1.22643e-05 1.84373e-07 -1.00629e-05 4.40846e-07 -1.52545e-07
internal_weight=0 2899 222 192 156 55 2878 2855 2831 649 2182 2152 2128 620 599 566 2107 44 2063 238 1825 214 62 152 109 43 1802 44 1758 1382
internal_count=3121 2899 222 192 156 55 2878 2855 2831 649 2182 2152 2128 620 599 566 2107 44 2063 238 1825 214 62 152 109 43 1802 44 1758 1382
is_linear=0
shrinkage=0.1


Tree=5746
num_leaves=31
num_cat=0
split_feature=1452 158 159 12 159 12 43 0 12 481 15 147 448 15 133 150 456 4 0 15 151 16 3 45 11 9 9 34 10 42
split_gain=7.10434e-08 1.23544e-07 1.07707e-07 3.9375e-07 1.56873e-07 1.06475e-07 4.01836e-07 3.90414e-07 2.32456e-07 1.30559e-07 9.08716e-08 1.14871e-07 2.28999e-07 1.17555e-07 1.95807e-06 1.098e-07 4.28413e-07 4.6814e-07 1.14448e-07 2.70272e-07 6.22478e-07 4.22358e-07 3.41803e-07 1.65827e-07 4.74631e-07 2.50451e-07 2.22324e-07 1.24333e-07 1.78616e-07 1.21384e-07
threshold=0.11769000000000002 -0.47382999999999992 -0.46871499999999994 0.092200000000000018 -0.45371999999999996 0.12757000000000002 -0.23714499999999997 -0.068604999999999985 0.12069000000000002 0.11290000000000001 0.17980000000000004 0.097985000000000017 1.0000000180025095e-35 0.11842000000000001 0.017095000000000003 0.11989500000000002 -0.085409999999999986 0.033845000000000007 -0.18113999999999997 -0.092489999999999989 -0.0096649999999999982 -0.095094999999999985 0.088060000000000013 0.094030000000000016 -0.011194999999999998 0.092235000000000011 0.085555000000000006 -0.097449999999999981 1.0000000180025095e-35 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 8 -7 -8 9 10 11 12 13 15 -15 18 -17 -18 19 21 -21 22 -6 24 -20 26 27 -26 29 -29
right_child=-2 2 4 -5 5 6 7 -9 -10 -11 -12 -13 -14 14 -16 16 17 -19 23 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-7.3471230576694284e-06 5.0144839714708466e-06 -2.5042024594412739e-06 -8.2963375659702528e-06 1.5118140324721893e-05 1.3493073034307759e-05 7.2037803411149069e-06 2.8019252671252949e-06 -1.3858411222873914e-05 9.3321190922358286e-06 5.9944147753614947e-06 4.9265455042283669e-06 -5.5190600412457476e-06 9.8828809828062184e-06 -2.5239693377443474e-05 1.515490574206524e-05 7.9929800052980232e-06 1.9768585744990875e-07 -2.0453291856321295e-05 1.3415732917984806e-05 -3.4757176592847829e-06 2.0646496016959882e-05 -1.2607834328480837e-05 -1.7377091503143808e-06 -8.9482362920448174e-06 7.3375588003314494e-06 -8.3318532150573255e-06 8.8171978415882036e-06 -6.5014439757741615e-07 -8.7980045350377619e-06 8.6091555428994571e-07
leaf_weight=23 28 32 23 21 23 25 22 39 27 36 36 39 23 24 24 20 23 21 26 20 23 21 41 21 22 37 28 1536 24 813
leaf_count=23 28 32 23 21 23 25 22 39 27 36 36 39 23 24 24 20 23 21 26 20 23 21 41 21 22 37 28 1536 24 813
internal_value=0 -4.53916e-08 9.3119e-09 4.47824e-06 -6.91942e-08 -5.99305e-09 -3.47373e-06 -7.84977e-06 9.65605e-08 1.00072e-08 -6.57182e-08 -1.29699e-07 -5.38197e-08 -1.37017e-07 -5.04239e-06 -4.97784e-08 -4.14239e-06 -9.65846e-06 4.96246e-08 2.96629e-06 9.42686e-06 -3.01999e-07 3.73585e-06 -9.92917e-08 -2.45419e-08 -1.66594e-07 -4.19074e-08 -1.45479e-07 -2.14854e-07 -1.27159e-07
internal_weight=0 3093 3070 53 3017 2994 86 61 2908 2881 2845 2809 2770 2747 48 2699 64 44 2635 128 43 85 64 2507 2486 2460 2423 2395 2373 2349
internal_count=3121 3093 3070 53 3017 2994 86 61 2908 2881 2845 2809 2770 2747 48 2699 64 44 2635 128 43 85 64 2507 2486 2460 2423 2395 2373 2349
is_linear=0
shrinkage=0.1


Tree=5747
num_leaves=31
num_cat=0
split_feature=1373 15 13 4 1375 150 1375 16 151 42 4 4 43 48 4 11 482 482 120 42 2 33 34 474 157 474 1 457 156 156
split_gain=7.3025e-08 5.74332e-07 7.18231e-07 9.48807e-08 5.96249e-07 5.628e-07 3.117e-07 2.39472e-07 3.11119e-07 2.37298e-07 2.25717e-07 2.10441e-07 6.93837e-07 8.59868e-07 4.92509e-07 5.51816e-07 4.04068e-07 3.98906e-07 7.08274e-07 2.57053e-07 4.08221e-07 2.06944e-07 2.03621e-07 1.84272e-07 5.24799e-07 2.43032e-07 3.62731e-07 2.04184e-07 1.82932e-07 4.53691e-07
threshold=0.081220000000000014 -0.020484999999999996 -0.080519999999999994 -0.011559999999999999 -0.15308499999999997 0.10874500000000002 -0.090674999999999992 -0.16927999999999996 -0.14960499999999996 -0.23037499999999997 -0.012509999999999999 -0.0078799999999999981 -0.087734999999999994 0.078735000000000013 -0.0070899999999999991 -0.014494999999999999 0.098465000000000011 0.090355000000000005 1.0000000180025095e-35 0.11720500000000002 0.10327000000000001 -0.0066799999999999993 -0.083689999999999987 0.091180000000000011 -0.073574999999999988 0.085685000000000011 0.086720000000000005 -0.086839999999999987 0.09747500000000002 0.087610000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 7 -6 -1 -9 -10 23 12 -8 -14 -13 -16 17 18 19 21 -21 -17 -23 25 -25 27 -27 -11 29 -24
right_child=1 -3 -4 4 6 -7 11 8 9 10 -12 14 13 -15 15 16 -18 -19 -20 20 -22 22 28 24 -26 26 -28 -29 -30 -31
leaf_value=-1.1078957117405254e-05 -2.3016348094725717e-05 8.1941625278981018e-06 1.1286277299404901e-06 1.305963198624819e-05 -1.1451203784996655e-05 -1.594974724748286e-05 -6.7993129596288783e-06 1.0782321774408608e-05 1.0583894735702871e-05 -1.0030003228339844e-05 -1.0001569800503301e-05 -1.5014124459239177e-05 2.2275157265760232e-05 4.6843216296110767e-07 1.6500698609975406e-05 1.0123467920948315e-05 -1.2181582286311474e-05 1.0498063008263241e-05 -1.8111852136284834e-05 -3.3229139855551617e-06 1.3926795086530655e-05 -8.5562769316181545e-06 1.8926785907550011e-07 -1.6901037073694171e-05 8.4380822681850991e-07 1.2705850795100561e-05 -3.9184314075447181e-06 -9.8507482363135754e-08 6.3921486147674759e-06 -1.2977310625691038e-05
leaf_weight=20 22 29 28 38 22 23 35 26 20 21 24 21 33 40 21 20 26 38 21 23 34 28 852 25 50 35 21 1454 44 27
leaf_count=20 22 29 28 38 22 23 35 26 20 21 24 21 33 40 21 20 26 38 21 23 34 28 852 25 50 35 21 1454 44 27
internal_value=0 -3.00161e-06 -9.49516e-06 7.7954e-08 7.14555e-07 -4.11996e-07 3.49487e-07 -2.01283e-07 -7.1478e-08 -2.42508e-07 -3.75347e-07 5.55041e-07 4.77631e-06 1.03263e-05 1.60325e-07 4.41333e-07 1.38326e-07 4.33007e-07 6.84005e-08 4.39787e-07 6.96639e-06 5.66601e-08 -1.5505e-07 -2.31493e-07 -5.07114e-06 5.58966e-09 6.47174e-06 -2.39905e-07 9.98086e-08 -2.15166e-07
internal_weight=0 79 50 3042 1323 1719 1285 1696 1676 1650 1630 1263 108 73 1155 1134 1113 1087 1049 1028 57 971 951 1606 75 1531 56 1475 923 879
internal_count=3121 79 50 3042 1323 1719 1285 1696 1676 1650 1630 1263 108 73 1155 1134 1113 1087 1049 1028 57 971 951 1606 75 1531 56 1475 923 879
is_linear=0
shrinkage=0.1


Tree=5748
num_leaves=31
num_cat=0
split_feature=11 45 46 1429 156 1425 52 3 1 16 16 12 42 131 0 160 131 47 130 3 1453 4 1429 42 40 0 43 4 16 1
split_gain=9.6596e-08 7.58488e-08 3.64196e-07 1.19885e-07 2.53388e-07 1.38561e-07 1.33056e-07 2.58474e-07 1.85566e-07 1.20596e-07 4.13506e-07 9.41457e-07 3.36766e-07 2.652e-07 3.02287e-07 3.82995e-07 3.78848e-07 5.10072e-07 1.93839e-07 1.87168e-07 3.92351e-07 3.51881e-07 3.1932e-07 2.21734e-07 2.06772e-07 2.77788e-07 4.13756e-07 5.34504e-07 5.21471e-07 7.40593e-07
threshold=-0.072629999999999986 0.084355000000000013 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.55692499999999978 -0.085784999999999986 0.10325000000000002 0.0039400000000000008 -1.0000000180025095e-35 0.08486500000000001 0.15021500000000002 0.089785000000000018 -0.078244999999999995 -0.072114999999999985 0.11863000000000001 0.088195000000000009 -0.22699999999999995 -0.094874999999999987 -0.0087699999999999983 -0.012889999999999999 0.091465000000000005 -0.090989999999999988 -0.065969999999999987 -0.073309999999999986 -0.079914999999999986 0.071150000000000005 0.27776000000000006 0.085475000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 -5 10 18 -12 13 19 -15 -16 17 -17 -8 21 -21 23 24 -11 -22 -26 -27 28 29 -28
right_child=1 2 -4 4 -6 -7 9 -9 -10 12 11 -13 -14 14 15 16 -18 -19 -20 20 22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-6.7593416144431797e-06 -7.7330879139481113e-06 1.429653987202073e-05 -3.3717477468339243e-06 -6.6336105538025357e-06 1.1253305556238047e-05 -7.6077689650825664e-06 -9.2951879237675303e-06 1.2000571415329533e-05 6.3681313761099732e-06 -1.0584535798822497e-05 2.1053129579134596e-05 -3.6050158946920874e-06 1.154575401415059e-05 -7.3798060979103102e-06 1.5779321478248677e-05 1.5948829140042009e-05 -9.1753451518646521e-06 -2.3446219997172843e-06 1.3945624488286314e-07 -1.4961872580772314e-05 2.2776112108620811e-06 1.0292032353892613e-05 6.8314872219015089e-06 2.2081079790510998e-07 -1.5849836399899472e-06 -1.958192411257187e-05 -2.0252167861859302e-05 -1.9908078086570772e-05 5.270909456796406e-06 3.9654815413106682e-06
leaf_weight=21 20 20 28 23 20 24 22 27 21 24 30 32 20 26 24 27 24 35 2145 29 48 29 31 91 136 25 28 21 47 23
leaf_count=21 20 20 28 23 20 24 22 27 21 24 30 32 20 26 24 27 24 35 2145 29 48 29 31 91 136 25 28 21 47 23
internal_value=0 4.57811e-08 3.99004e-06 -1.62517e-08 3.46509e-08 -3.98422e-08 2.09444e-08 4.29821e-06 -4.28234e-07 -8.31647e-08 2.74057e-07 8.32634e-06 -1.2405e-06 -1.62332e-06 2.31748e-06 4.60956e-06 1.49242e-06 5.62188e-06 4.36731e-08 -2.63075e-06 -3.77343e-06 4.48152e-07 -2.86963e-06 -2.03422e-06 -3.7865e-06 -4.82606e-06 -7.88708e-06 -5.43018e-06 -2.32777e-06 -9.33048e-06
internal_weight=0 3100 48 3052 3032 3012 2988 71 44 2917 2229 62 688 668 136 110 86 62 2167 532 388 144 359 115 328 280 144 119 98 51
internal_count=3121 3100 48 3052 3032 3012 2988 71 44 2917 2229 62 688 668 136 110 86 62 2167 532 388 144 359 115 328 280 144 119 98 51
is_linear=0
shrinkage=0.1


Tree=5749
num_leaves=31
num_cat=0
split_feature=130 40 120 9 33 0 9 2 16 1374 151 402 16 1371 151 16 160 151 51 1456 1456 3 2 3 3 157 3 3 4 160
split_gain=8.53144e-08 1.66962e-07 1.35977e-07 1.13948e-07 2.80269e-07 1.69093e-07 1.62672e-07 1.03442e-07 9.78335e-08 3.45153e-07 4.29762e-07 2.83056e-07 3.64297e-07 2.27319e-07 2.28353e-07 2.30253e-07 6.26341e-07 3.63334e-07 2.23776e-07 3.22072e-07 2.27412e-07 2.46042e-07 2.48427e-07 2.21155e-07 5.89561e-07 3.54755e-07 8.00593e-07 3.80245e-07 4.16793e-07 2.63294e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 0.092410000000000006 -0.012019999999999998 -0.019414999999999998 0.085555000000000006 -0.045829999999999989 -0.0094449999999999968 0.087110000000000007 -0.37203999999999993 0.10874500000000002 -0.0083599999999999976 0.083235000000000017 -0.5145249999999999 -0.013024999999999998 -0.025879999999999997 0.12866000000000002 -0.10316499999999999 0.11510000000000002 0.094080000000000011 -0.16726499999999997 -0.0050599999999999994 0.0051600000000000005 -0.0087149999999999988 -0.080799999999999983 0.092670000000000016 0.11658 -0.072334999999999997 -0.089744999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 7 -6 13 10 -10 12 -12 14 -9 17 -17 18 -16 20 21 -20 -23 24 29 -25 -27 -28 -29 -14
right_child=1 2 -4 5 6 -7 -8 8 9 -11 11 -13 23 -15 15 16 -18 -19 19 -21 -22 22 -24 25 -26 26 27 28 -30 -31
leaf_value=6.0679360420023014e-06 -9.1523111859714848e-06 -1.0882633907272067e-05 7.8477706024800266e-06 1.1243931198185402e-05 -5.6667707777898733e-06 -6.6808064940022848e-07 8.166847756759428e-06 -8.7152481991584613e-06 1.3611126695693764e-05 -1.3206242312497291e-05 -1.1664571887592956e-05 7.7393426550229741e-06 3.9959472049851822e-06 8.6202707872430589e-06 -8.7078302453004724e-06 1.4807651230918005e-05 -4.8204119907338813e-06 -1.2907940604886141e-05 8.6049734894307523e-06 1.1734607693142607e-05 -1.0299397549147216e-05 9.9435004603247551e-06 8.9590107862473486e-08 -7.2514791645517108e-06 -1.5762129728256826e-05 1.8275715622924814e-05 -6.4925922227606265e-06 1.7398202921867781e-05 -8.9654210817322806e-07 -1.6933551862227983e-06
leaf_weight=23 20 24 22 22 33 26 24 28 21 22 32 37 93 33 27 37 29 21 36 25 20 26 1602 30 28 33 45 20 33 649
leaf_count=23 20 24 22 22 33 26 24 28 21 22 32 37 93 33 27 37 29 21 36 25 20 26 1602 30 28 33 45 20 33 649
internal_value=0 -4.50511e-08 1.41254e-08 -4.22686e-08 -1.19405e-07 4.79159e-06 -3.28372e-08 -9.93211e-08 -3.65518e-08 -8.13569e-07 -5.46538e-07 -8.43849e-07 -1.17363e-06 3.93612e-07 2.46946e-07 3.84599e-07 6.1832e-06 1.6678e-07 3.24942e-07 4.67648e-07 3.00383e-07 4.27785e-07 2.46962e-07 -8.13038e-07 -1.5178e-06 2.55755e-06 4.80389e-06 2.67464e-07 6.00714e-06 -9.80276e-07
internal_weight=0 3098 3078 3056 3008 48 2984 2960 2927 1043 1021 1000 963 1884 1851 1823 66 1757 1736 1709 1684 1664 1628 931 770 161 131 98 53 742
internal_count=3121 3098 3078 3056 3008 48 2984 2960 2927 1043 1021 1000 963 1884 1851 1823 66 1757 1736 1709 1684 1664 1628 931 770 161 131 98 53 742
is_linear=0
shrinkage=0.1


Tree=5750
num_leaves=31
num_cat=0
split_feature=11 401 132 1185 15 1186 1213 42 3 1213 402 43 1210 401 401 1210 16 16 0 3 13 2 15 403 133 1204 1212 1213 2 2
split_gain=8.19558e-08 7.78053e-08 8.72848e-08 5.3627e-07 2.10484e-07 1.3529e-07 9.67961e-08 2.77923e-07 4.21841e-07 2.90987e-07 1.07284e-07 4.51747e-07 2.37192e-07 9.30884e-08 9.07386e-08 9.6035e-08 8.24178e-07 1.67918e-06 1.42697e-06 1.69951e-06 1.58196e-06 4.3644e-07 5.3592e-07 3.52981e-07 3.01168e-07 1.40292e-07 1.23133e-07 2.52796e-07 1.65121e-07 1.47805e-07
threshold=-0.072629999999999986 0.13837000000000002 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.10675500000000002 0.089015000000000025 -0.086274999999999977 0.30994000000000005 -0.45015499999999992 0.05259500000000001 0.24726500000000004 0.11857000000000002 -0.099524999999999988 -0.00046999999999999993 -0.092484999999999984 -0.088159999999999988 -0.083804999999999977 -0.080104999999999996 -0.087714999999999987 0.089885000000000007 0.089165000000000008 -0.53255499999999989 0.0068000000000000014 -0.016569999999999994 -0.022679999999999995 -0.090954999999999994 0.084985000000000019 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 10 8 -8 -9 11 -5 13 14 -12 16 -16 -18 20 21 -19 22 24 -17 -20 -25 27 28 -27 -28
right_child=1 -3 3 6 -6 -7 7 9 -10 -11 12 -13 -14 -15 15 23 17 18 19 -21 -22 -23 -24 25 -26 26 29 -29 -30 -31
leaf_value=-6.2260820749586503e-06 1.1109545569566742e-07 -6.0240624277087462e-06 1.6151618508177178e-05 5.8345342910362655e-06 -1.1122333211491507e-05 -8.3859221853171706e-06 7.8105165054391062e-06 1.7298918737651548e-05 -8.0521580248147847e-06 1.2121982634831196e-06 -5.5027247761809753e-06 -1.3079744709492452e-05 1.0420856894845863e-05 -5.3663872172649008e-06 -1.4115160401060065e-05 -1.1645556462379039e-05 2.9249203062893988e-05 -3.5282092710531288e-05 -6.3474217053486174e-06 3.16041492045439e-05 3.5772550910967933e-06 1.3003664980715258e-05 -1.6082308035369022e-05 7.2371113640622729e-06 9.4947171419335067e-06 -6.2019005417823789e-06 1.0835867262376383e-06 -1.2202062825963368e-05 6.2219713843502264e-06 -5.5931448596493211e-07
leaf_weight=21 174 21 21 23 22 21 30 22 38 23 29 28 22 32 27 26 24 20 21 22 22 22 22 27 28 20 927 25 23 1338
leaf_count=21 174 21 21 23 22 21 30 22 38 23 29 28 22 32 27 26 24 20 21 22 22 22 22 27 28 20 927 25 23 1338
internal_value=0 4.21686e-08 8.35427e-08 2.30151e-07 -1.85007e-06 -8.03968e-07 1.12464e-07 2.98044e-06 -1.05392e-06 9.07682e-06 -6.3347e-09 -4.54978e-06 8.02232e-08 -5.4619e-09 5.99402e-08 1.22129e-07 2.18292e-06 4.61412e-06 8.48249e-07 6.60972e-06 -1.49272e-05 6.97055e-07 -3.11626e-06 -5.75208e-08 2.70523e-06 7.0144e-08 -1.27999e-08 -4.20565e-06 4.43426e-07 1.13078e-07
internal_weight=0 3100 3079 2862 217 195 2841 113 68 45 2728 51 2677 2655 2623 2594 208 181 157 115 42 93 71 2386 49 2360 2333 68 43 2265
internal_count=3121 3100 3079 2862 217 195 2841 113 68 45 2728 51 2677 2655 2623 2594 208 181 157 115 42 93 71 2386 49 2360 2333 68 43 2265
is_linear=0
shrinkage=0.1


Tree=5751
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1210 1210 132 1203 1185 50 131 1200 1204 130 1212 43 133 1213 1210 1210 1212 402 43 133 402 1213 42 16 1186 402 403
split_gain=8.7691e-08 2.1064e-07 1.25487e-07 1.72994e-07 1.50064e-07 7.9873e-08 1.96881e-06 1.0278e-06 3.34216e-07 1.07835e-07 1.06941e-07 1.38452e-07 1.28433e-07 1.13669e-07 5.26014e-07 6.20342e-07 4.90582e-07 1.6288e-07 1.23735e-07 2.56301e-07 1.41462e-07 3.44342e-07 2.31011e-07 1.37967e-07 1.23528e-07 7.57737e-07 5.43252e-07 1.16104e-07 9.52198e-08 1.3001e-07
threshold=0.11531000000000001 0.10233500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.13834500000000002 0.092250000000000013 -0.016569999999999994 0.085970000000000005 -0.088629999999999987 -0.0047449999999999992 -0.093189999999999981 -0.09280999999999999 -0.07983999999999998 -0.064799999999999983 -0.063924999999999996 -0.45015499999999992 0.055925000000000009 0.50628500000000021 -0.0065149999999999991 0.093235000000000026 0.090990000000000015 -0.08595499999999999 -0.089559999999999987 0.10999000000000002 -0.42113499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 -7 -6 10 11 12 -9 14 16 -16 -13 -15 -19 -20 21 -21 23 -22 27 26 -26 -25 29 -29
right_child=-2 -3 -4 4 5 7 -8 9 -10 -11 -12 13 -14 17 15 -17 -18 18 19 20 22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=9.0764446559617135e-06 -5.4733244006644696e-06 8.1225041469679123e-06 -6.3631098709588376e-06 -8.2601676281642134e-06 1.4782879562907122e-07 -2.1643653892831276e-05 3.0973923605329007e-05 9.8856552097925947e-07 -1.3497906298880479e-05 7.3731954762479292e-06 -7.1051096061377651e-06 -2.1700055604014782e-06 1.0266765755659436e-05 7.1749503600671005e-06 -5.6788509697837167e-06 1.4145484727089719e-05 -2.3182481511412336e-05 -7.4714315897753387e-06 8.4375366794928511e-06 -1.3874489553700187e-05 -6.2979380871703528e-06 3.2482839030664134e-06 8.7645494022581265e-06 -7.498701847907796e-06 7.0338042187358956e-06 1.9998687469069411e-05 -1.4783435571665732e-05 7.8854776158247364e-06 -5.1299904094371921e-06 -2.0458940245289775e-08
leaf_weight=21 29 32 31 22 175 22 21 37 20 20 21 25 25 32 38 27 20 22 36 24 35 23 30 21 25 21 21 21 36 2188
leaf_count=21 29 32 31 22 175 22 21 37 20 20 21 25 25 32 38 27 20 22 36 24 35 23 30 21 25 21 21 21 36 2188
internal_value=0 5.13381e-08 -3.30662e-08 3.1718e-08 -3.14267e-08 2.92003e-08 1.88132e-06 -1.15225e-07 -1.25173e-06 5.71282e-08 3.49131e-09 5.86375e-08 4.72978e-06 -5.08561e-08 -3.19789e-06 2.55587e-06 -1.15089e-05 8.57016e-08 -4.93203e-09 6.12763e-08 -6.20551e-08 -5.49526e-06 4.44339e-08 -6.60405e-08 2.74513e-08 4.25919e-06 -2.92624e-06 -9.76706e-08 -2.84404e-08 5.46994e-08
internal_weight=0 3092 3060 3029 3008 2986 216 2770 195 2748 2728 2707 62 2645 110 65 45 2535 2503 2481 2445 47 2398 2368 2333 67 46 2266 2245 2209
internal_count=3121 3092 3060 3029 3008 2986 216 2770 195 2748 2728 2707 62 2645 110 65 45 2535 2503 2481 2445 47 2398 2368 2333 67 46 2266 2245 2209
is_linear=0
shrinkage=0.1


Tree=5752
num_leaves=31
num_cat=0
split_feature=31 40 34 9 34 9 3 2 0 45 130 52 52 0 52 403 43 159 16 393 52 16 1 1 481 15 43 15 16 43
split_gain=7.46539e-08 1.94497e-07 1.60646e-07 1.73344e-07 1.83822e-07 3.13875e-07 8.5951e-07 2.34511e-07 5.46807e-07 9.45074e-08 7.84041e-08 1.06635e-07 3.17603e-07 8.548e-07 6.73987e-07 4.35981e-07 3.93828e-07 3.22667e-07 2.9568e-07 2.59206e-07 2.67755e-07 2.43648e-07 3.36904e-07 1.44561e-06 8.27198e-07 4.1915e-07 4.7559e-07 8.23554e-07 5.41814e-07 4.96565e-07
threshold=-0.082169999999999979 -0.082294999999999993 -0.097449999999999981 -0.092939999999999981 -0.057544999999999992 0.091600000000000015 -0.13309499999999996 -1.0000000180025095e-35 -0.066089999999999996 0.094030000000000016 -0.23123999999999997 0.091275000000000009 0.10160000000000001 -0.072594999999999979 0.10611000000000001 -0.44023999999999991 -0.23229999999999998 0.10713500000000002 -0.086699999999999985 0.12069000000000002 0.090245000000000006 0.062650000000000025 0.092845000000000025 0.096575000000000008 -0.081539999999999987 -0.0058549999999999991 -0.0064299999999999991 0.096055000000000015 -0.040964999999999994 -0.072534999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 7 -7 8 -6 10 -9 19 13 18 -14 -16 -17 21 -13 20 -12 22 24 -24 -18 -26 27 -27 -29 -30
right_child=2 -3 3 4 5 6 -8 9 -10 -11 11 12 14 -15 15 16 17 -19 -20 -21 -22 -23 23 -25 25 26 -28 28 29 -31
leaf_value=9.9494801278607081e-07 8.578821805051781e-06 -1.1502524803290727e-05 -9.0512455753490764e-06 8.2799375394205095e-06 1.9468737145871274e-05 8.1927418037253122e-06 -1.8570260541916167e-05 6.0288073324376125e-06 -3.6351132015018573e-06 -5.1459838869050155e-06 1.369884791738533e-07 -7.2762877422454565e-06 1.2922321553019543e-05 -2.0386468554534078e-05 -1.4508939507421653e-05 -1.1722132426414114e-05 1.6171643918853312e-05 1.158162611716307e-05 5.1687858222933199e-06 1.1702513256750536e-05 9.8105066838578421e-06 7.6718117257509481e-06 -2.804460513704291e-05 2.5064148479443592e-07 3.3843492992222595e-06 -2.6126111246908712e-05 2.1648930449676602e-06 9.4682498326749605e-06 -2.1651915089933028e-05 -1.0707063948885938e-07
leaf_weight=33 22 20 21 27 20 20 30 22 21 35 2146 35 37 30 23 29 31 24 42 20 29 35 23 84 116 22 60 21 20 23
leaf_count=33 22 20 21 27 20 20 30 22 21 35 2146 35 37 30 23 29 31 24 42 20 29 35 23 84 116 22 60 21 20 23
internal_value=0 -3.72108e-06 6.42822e-08 2.78522e-09 6.56396e-08 -8.33836e-09 -7.86506e-06 1.24917e-07 7.63506e-06 1.89946e-08 8.19383e-08 3.60326e-08 -1.08372e-06 -6.06706e-06 -1.10701e-07 -1.05438e-06 -4.20255e-07 2.93807e-07 -4.88066e-07 3.70174e-07 2.65969e-07 -3.28969e-07 -1.02904e-06 -5.83151e-06 7.24768e-07 -1.10292e-06 -4.66814e-06 -9.43537e-06 -3.69793e-06 -1.01279e-05
internal_weight=0 53 3068 3046 3025 2998 50 2948 41 2907 2872 2850 655 107 548 511 488 459 77 2195 2175 435 400 107 293 262 146 86 64 43
internal_count=3121 53 3068 3046 3025 2998 50 2948 41 2907 2872 2850 655 107 548 511 488 459 77 2195 2175 435 400 107 293 262 146 86 64 43
is_linear=0
shrinkage=0.1


Tree=5753
num_leaves=31
num_cat=0
split_feature=1429 474 1420 10 4 0 1 3 9 3 2 34 97 4 12 0 0 12 12 2 13 4 1 13 14 14 11 0 12 12
split_gain=7.28053e-08 1.17145e-07 1.27896e-07 7.07814e-08 6.54695e-07 2.24156e-06 1.31882e-06 4.10869e-07 9.60597e-08 3.32016e-07 9.35524e-08 1.50275e-07 1.2084e-07 2.36393e-07 9.33691e-08 7.89711e-08 3.80394e-07 3.63008e-07 5.61394e-07 2.77379e-07 1.23214e-07 3.47638e-07 1.77308e-07 3.4384e-07 1.2559e-07 2.54e-07 1.99125e-07 2.81955e-07 1.37988e-07 5.07287e-07
threshold=0.12521000000000002 -0.26322499999999993 1.0000000180025095e-35 -0.010699999999999999 0.053180000000000012 -0.10151999999999999 0.10022000000000002 -0.012939999999999998 0.08925000000000001 -0.014944999999999998 -0.045829999999999989 -0.010024999999999997 -0.079444999999999988 0.53859500000000016 -0.083994999999999986 0.11070500000000001 0.056435000000000006 0.10149500000000002 0.095330000000000012 0.10467500000000002 -0.17933499999999997 -0.073104999999999989 0.13820500000000002 -0.42195999999999995 0.018475000000000002 0.078320000000000015 0.081790000000000015 -0.15350499999999997 0.090455000000000021 0.089570000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -7 10 -10 11 -5 -12 15 -8 16 20 18 19 -17 21 -14 23 -23 28 -26 27 -27 29 -22
right_child=-2 2 -4 8 5 7 14 -9 9 -11 12 -13 13 -15 -16 17 -18 -19 -20 -21 24 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-6.2573603569641524e-06 6.0141015546832931e-06 -3.0722436372343508e-05 7.6192089677947073e-06 -1.0410802013377014e-05 3.0646383828008599e-05 1.0412005030957517e-06 5.009491364728005e-06 -1.9228704355782612e-05 1.1785714318816814e-05 -5.2136143676762013e-06 -6.4722678026945295e-06 1.415690309970939e-06 -1.4469388191752262e-05 7.86099537016036e-06 -4.1209679371453001e-06 6.2371599597099706e-06 -1.2616500387707675e-05 -8.6245631791825872e-06 1.7295841725431922e-05 -8.4681959581599677e-06 4.2793830377534923e-07 -4.8690285893826519e-06 -7.9497184998444933e-06 9.0504261126105639e-06 -1.3402572067207076e-05 -3.2390982349116876e-06 -9.2640012371703052e-06 1.1498338025581862e-05 -6.5828359883817596e-07 7.9751899374969073e-06
leaf_weight=30 20 20 22 22 22 20 21 20 27 20 28 21 22 39 24 29 24 22 28 23 1424 36 24 35 20 34 20 21 908 95
leaf_count=30 20 20 22 22 22 20 21 20 27 20 28 21 22 39 24 29 24 22 28 23 1424 36 24 35 20 34 20 21 908 95
internal_value=0 -3.87826e-08 2.19654e-08 -3.28523e-08 -2.34395e-06 5.00759e-06 -9.35619e-06 -9.09375e-06 6.7596e-08 4.55196e-06 -5.71355e-09 -4.63507e-06 6.45769e-08 1.29852e-07 1.39913e-07 2.08052e-08 -8.37874e-08 2.75149e-06 5.87991e-06 -2.67132e-07 3.01895e-08 -3.14222e-06 -5.19088e-07 1.99267e-06 1.77363e-07 -3.38943e-06 -7.19257e-07 2.38792e-06 3.16978e-07 8.99952e-07
internal_weight=0 3101 3071 3049 127 62 65 40 2922 47 2875 43 2832 2804 45 2765 2663 102 80 52 2639 117 95 71 2522 95 75 55 2427 1519
internal_count=3121 3101 3071 3049 127 62 65 40 2922 47 2875 43 2832 2804 45 2765 2663 102 80 52 2639 117 95 71 2522 95 75 55 2427 1519
is_linear=0
shrinkage=0.1


Tree=5754
num_leaves=31
num_cat=0
split_feature=156 475 46 44 474 151 0 16 151 150 150 147 474 1425 52 157 1429 1429 49 1375 4 2 16 52 13 474 123 12 12 12
split_gain=7.31346e-08 1.7884e-07 8.67326e-08 2.27936e-07 1.50176e-07 1.03122e-07 3.57544e-07 2.96533e-07 1.9506e-07 1.1516e-07 3.65782e-07 1.76907e-07 1.43802e-07 1.23019e-07 1.68999e-07 2.93402e-07 1.2088e-07 9.96709e-07 4.1648e-07 3.47338e-07 4.39745e-07 3.03892e-07 4.39999e-07 3.31025e-07 2.87537e-07 2.44733e-07 1.396e-07 1.43764e-07 9.45173e-07 7.3742e-07
threshold=0.3248100000000001 0.13528000000000004 0.084955000000000017 0.10049500000000001 0.11568500000000002 0.099460000000000007 -0.08317999999999999 -0.013024999999999998 0.087340000000000015 0.12640500000000002 0.12068000000000002 0.094075000000000006 0.10970500000000001 0.097335000000000019 -0.56368999999999991 -0.082509999999999986 0.083715000000000026 0.083985000000000018 0.10299000000000001 -0.085004999999999983 -0.0024449999999999997 0.087470000000000006 -0.008904999999999998 -0.068719999999999989 -0.013024999999999998 0.090215000000000004 0.11679000000000002 0.083715000000000026 0.083370000000000014 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 8 7 -7 9 10 11 12 13 14 15 -1 19 -18 21 20 -16 24 -23 25 -19 -24 27 28 -21 -29
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 16 -17 17 18 -20 26 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-1.9770171365962597e-06 -5.6181143008871004e-06 9.2387039590643591e-06 1.2314599263163473e-05 -1.8852497060624258e-06 -7.8049267249298274e-06 -7.1861236058623495e-06 1.405431252272177e-05 6.905402948729846e-06 -9.7239859661342409e-06 -6.1137690687657252e-06 1.2858860596183647e-05 -6.8626201350765007e-06 -7.7011106787002369e-06 -7.0557849573068172e-06 1.9969232516814374e-05 1.5151953730310197e-05 -2.2407471268789696e-05 1.3288626682465706e-05 1.3046720381349918e-05 -6.1675445831508084e-07 6.9466826313020713e-07 -1.5720896149778803e-05 -1.1463854177204017e-05 9.8196929232450382e-06 -2.2448872781611638e-06 2.0095464798522207e-06 7.0807083992414335e-06 1.4410011479142399e-05 -2.2699804887906793e-05 1.4559280935646756e-07
leaf_weight=20 23 21 20 26 25 32 23 28 21 31 22 38 24 24 20 20 22 22 22 627 29 27 28 21 26 26 28 37 20 1768
leaf_count=20 23 21 20 26 25 32 23 28 21 31 22 38 24 24 20 20 22 22 22 627 29 27 28 21 26 26 28 37 20 1768
internal_value=0 4.17207e-08 -2.10471e-08 4.2886e-06 -8.64525e-08 -2.22603e-08 3.45355e-06 -6.10078e-07 -1.20958e-07 -5.14663e-08 1.39922e-08 -8.51959e-08 6.42345e-09 7.27962e-08 1.34717e-07 6.58747e-06 3.99277e-08 -2.36569e-06 1.97792e-07 2.24463e-07 8.56184e-06 -1.68672e-06 -4.77442e-06 -8.33682e-07 4.87464e-06 -4.97666e-06 5.97327e-08 -2.04415e-08 -1.29938e-06 4.37994e-07
internal_weight=0 3098 3077 46 3031 3006 83 60 2923 2902 2871 2849 2811 2787 2763 40 2723 194 172 2529 49 150 102 75 48 54 2480 2452 647 1805
internal_count=3121 3098 3077 46 3031 3006 83 60 2923 2902 2871 2849 2811 2787 2763 40 2723 194 172 2529 49 150 102 75 48 54 2480 2452 647 1805
is_linear=0
shrinkage=0.1


Tree=5755
num_leaves=31
num_cat=0
split_feature=46 46 1426 1426 1428 4 47 47 47 3 15 0 3 47 484 48 34 34 39 0 11 1 124 132 394 1203 1213 402 1213 2
split_gain=7.34853e-08 1.02835e-07 9.3897e-08 1.45251e-07 1.27199e-07 1.18584e-07 8.52037e-08 7.12627e-07 5.97402e-07 1.50066e-07 1.9389e-07 1.953e-07 1.77175e-07 1.35279e-07 1.33498e-07 1.3625e-07 1.20457e-07 1.21923e-07 5.26726e-07 6.50777e-07 1.99059e-07 1.04087e-07 9.45648e-08 1.09881e-07 4.00937e-07 1.54321e-07 9.78938e-08 2.49338e-07 1.31495e-06 2.40742e-06
threshold=0.10987500000000001 0.083550000000000013 -0.094284999999999994 -0.052649999999999995 0.087445000000000009 -0.041644999999999995 0.094460000000000002 0.091340000000000018 0.096770000000000009 -0.078084999999999988 -0.11713499999999999 -0.11991499999999998 -0.074479999999999977 0.089100000000000013 -0.075319999999999984 0.10288500000000002 -0.112215 -0.057544999999999992 0.089790000000000023 -0.068944999999999992 -1.0000000180025095e-35 0.089935000000000015 0.098110000000000017 -0.083449999999999983 0.12358500000000001 0.085960000000000023 -0.24064499999999997 0.10708500000000001 -0.083944999999999978 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 13 -8 14 11 -11 -12 16 -10 21 -5 18 19 -18 -19 -16 23 25 26 -22 -25 -28 -29 -30
right_child=-2 -3 3 4 5 -7 8 -9 9 10 12 -13 -14 -15 15 -17 17 20 -20 -21 22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=6.5236998001306676e-06 5.7590724323249155e-06 -6.0737199435477254e-06 -6.6312638768012578e-06 -6.7244345595659426e-06 3.0858259172170866e-07 1.081431811534068e-05 -1.7918788277408263e-05 1.8058642118293476e-05 -8.9189830760005858e-06 1.7186516054083989e-06 1.2659528544558964e-05 -1.0804602134157903e-05 2.1692255655659173e-06 -8.2066627271615289e-06 -9.4685492226547125e-06 3.4262124556430775e-06 2.4316979761351831e-05 -9.4649023656694972e-06 -6.7211938515426423e-06 -1.1933605128433555e-06 -9.5412363136986367e-07 -3.8949489343005032e-07 5.2503809911286227e-06 -3.0871406459801679e-06 1.3637521971593908e-05 -8.4250982066645089e-06 -1.1534671662261076e-08 2.7976402870990574e-05 2.2305360661684299e-05 -1.5793256974321531e-05
leaf_weight=22 22 28 33 26 22 21 21 22 29 33 21 20 69 20 23 38 20 22 26 20 148 28 35 94 22 34 2112 20 27 43
leaf_count=22 22 28 33 26 22 21 21 22 29 33 21 20 69 20 23 38 20 22 26 20 148 28 35 94 22 34 2112 20 27 43
internal_value=0 -4.08892e-08 1.41154e-08 -3.28544e-08 3.93431e-08 5.43929e-06 -3.87591e-08 1.34541e-07 -1.69249e-06 -3.86923e-07 1.79126e-06 -3.0071e-06 4.61696e-06 -1.32033e-08 -3.02658e-06 -1.10659e-06 4.86575e-08 1.15794e-07 4.35941e-06 1.15618e-05 6.26032e-09 -4.48397e-06 8.84558e-08 1.61889e-08 2.01957e-07 -2.3498e-06 7.32188e-08 2.0813e-07 5.36292e-06 -1.09808e-06
internal_weight=0 3099 3071 3049 3016 43 2973 2691 282 261 143 53 90 2669 118 89 2649 2623 66 40 2557 51 2535 2500 2318 182 2296 2202 90 70
internal_count=3121 3099 3071 3049 3016 43 2973 2691 282 261 143 53 90 2669 118 89 2649 2623 66 40 2557 51 2535 2500 2318 182 2296 2202 90 70
is_linear=0
shrinkage=0.1


Tree=5756
num_leaves=31
num_cat=0
split_feature=130 10 2 10 16 34 11 1 0 0 1 3 156 0 1 1 0 9 10 1 13 1 123 150 42 15 150 160 157 16
split_gain=7.52357e-08 1.99206e-07 2.75585e-07 1.62035e-07 1.36921e-06 1.68276e-06 1.02893e-07 8.32486e-08 2.55056e-07 2.51478e-07 2.36496e-07 1.27982e-07 2.88429e-07 2.73479e-07 3.71405e-07 5.26709e-07 4.05078e-07 2.10362e-07 1.98538e-07 2.18465e-07 1.89136e-07 1.52484e-07 1.70593e-07 1.89608e-07 5.04137e-07 3.82112e-07 3.07183e-07 9.88854e-07 6.79243e-07 7.39695e-07
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.010699999999999999 -0.056919999999999991 -0.078549999999999995 -1.0000000180025095e-35 0.13686500000000004 -0.019414999999999998 -0.050064999999999991 0.13471500000000003 0.11658 0.3248100000000001 -0.062294999999999996 0.10658000000000002 0.11212500000000002 -0.17169499999999996 0.088235000000000022 -0.0026549999999999994 0.12656000000000003 -0.17933499999999997 0.122185 0.086445000000000008 0.10980500000000001 0.083795000000000022 -0.022504999999999997 0.088380000000000014 0.088755000000000014 -0.086844999999999992 -0.0087049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -5 10 9 -9 11 12 17 14 -13 -16 -17 18 -8 20 -20 22 23 26 -25 -26 -22 28 -28 -30
right_child=1 3 -4 6 -6 -7 7 8 -10 -11 -12 13 -14 -15 15 16 -18 -19 19 -21 21 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-6.1136489830460055e-06 -1.0373074733901636e-06 9.0485956696703897e-07 1.5364625119218546e-05 7.0424512278761896e-06 1.0168182397920747e-05 -3.7677457567042441e-05 9.1148797840408711e-06 -3.7930463914533665e-06 -1.2596605873633444e-05 7.9237569410067346e-06 9.615343422917879e-06 -8.4658823971039963e-06 -1.1520967994081069e-05 1.3516285989247818e-05 1.8673025980433522e-05 -1.1732735447367305e-05 5.3142352044233124e-06 -9.3436253706613584e-06 -9.3751807374549883e-06 -8.5065133286358726e-06 1.3873352451515249e-07 7.92550510595902e-06 -5.0200649203802079e-06 -1.4612770058324861e-05 -6.5350455952284401e-06 9.8629212903620956e-06 1.5962582516034934e-05 2.4524423191575229e-05 -1.6716386146851748e-05 5.8832085596804979e-06
leaf_weight=20 21 26 20 21 36 20 24 62 21 26 26 30 22 21 20 20 46 24 21 30 2286 25 64 31 30 27 21 22 28 30
leaf_count=20 21 26 20 21 36 20 24 62 21 26 26 30 22 21 20 20 46 24 21 30 2286 25 64 31 30 27 21 22 28 30
internal_value=0 3.9436e-08 6.96364e-06 -5.33392e-08 -4.43864e-06 -1.58701e-05 6.74111e-08 1.78758e-08 -2.69431e-06 -3.31264e-07 1.21678e-07 3.42097e-08 -1.17909e-07 3.01552e-06 1.11452e-06 4.45652e-06 1.48487e-07 -2.37045e-08 6.10541e-08 -2.20403e-08 7.64256e-08 1.53837e-07 7.73144e-08 2.09125e-07 -4.34941e-06 1.23241e-06 3.77182e-07 5.77415e-06 5.52553e-07 -5.02694e-06
internal_weight=0 3101 41 3060 82 46 2978 2957 109 88 2848 2822 2685 137 116 86 66 2663 2639 2615 2585 2564 2539 2475 88 57 2387 101 79 58
internal_count=3121 3101 41 3060 82 46 2978 2957 109 88 2848 2822 2685 137 116 86 66 2663 2639 2615 2585 2564 2539 2475 88 57 2387 101 79 58
is_linear=0
shrinkage=0.1


Tree=5757
num_leaves=31
num_cat=0
split_feature=104 11 33 47 47 47 1453 13 484 49 3 13 15 0 12 131 1209 1210 1208 132 15 394 2 1208 403 15 1210 52 130 47
split_gain=7.95726e-08 1.52208e-07 2.32354e-07 1.19213e-07 1.24139e-06 7.63886e-07 1.24083e-07 1.64536e-07 2.18671e-07 1.86502e-07 2.0214e-07 1.64769e-07 1.54334e-07 1.01176e-07 1.03371e-07 9.41275e-08 1.11306e-07 1.98234e-07 1.44915e-07 1.1651e-07 2.26719e-06 1.00235e-06 2.43793e-07 1.08864e-07 1.67799e-07 7.06729e-07 1.18853e-07 1.06242e-07 1.30873e-07 9.84715e-08
threshold=0.088500000000000009 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.096475000000000019 0.091210000000000013 -1.0000000180025095e-35 -0.016469999999999995 -0.075319999999999984 -0.006494999999999999 -0.077104999999999993 -0.074519999999999989 -0.13843999999999998 -0.094654999999999975 0.086305000000000007 0.13767000000000004 0.14268500000000003 0.15724500000000002 0.10737500000000001 -0.083284999999999984 0.091915000000000011 0.12358500000000001 0.082850000000000021 0.092250000000000013 -0.5335399999999999 0.087575000000000014 -0.3960249999999999 0.090645000000000017 0.10923000000000001 0.087235000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 15 -6 8 -8 -10 11 -11 -9 -14 -15 16 17 18 19 20 22 23 -4 24 25 -21 -26 28 -24 -28
right_child=-2 2 3 4 6 -7 7 12 9 10 -12 -13 13 14 -16 -17 -18 -19 -20 21 -22 -23 27 -25 26 -27 29 -29 -30 -31
leaf_value=7.8156466806831313e-06 -5.7358829965418564e-06 -9.2546418643366817e-06 -1.1628276810900691e-05 2.5392205462876086e-05 7.8408332228718798e-06 -1.7912454640622855e-05 -9.8627335099140086e-06 -2.760881829349923e-06 8.361812215298414e-06 -2.3827527204250351e-06 1.8949122932099272e-06 -1.3703244067073684e-05 1.0635424056696745e-05 -1.293819569322555e-06 7.8661442247804107e-06 -6.3628541837438805e-06 7.4940208810403421e-06 -8.363818038300711e-06 8.5747451066708901e-06 -7.2071899091457929e-06 3.2597225349077648e-05 -2.2450831402238694e-05 1.6604362683422562e-07 -5.7646449214132645e-06 -7.6930303202971126e-06 1.6450293534424936e-05 1.3177413519842108e-07 6.1333764199883703e-06 -8.6737727201580132e-06 -5.1396721210473907e-06
leaf_weight=25 24 27 21 21 20 24 31 35 20 36 61 20 24 28 22 23 20 28 20 23 22 20 103 32 20 28 2264 23 20 36
leaf_count=25 24 27 21 21 20 24 31 35 20 36 61 20 24 28 22 23 20 28 20 23 22 20 103 32 20 28 2264 23 20 36
internal_value=0 4.44439e-08 -1.87983e-08 6.30958e-08 1.8954e-06 -1.50572e-07 2.34011e-07 -3.15218e-07 -2.27835e-06 -5.62176e-07 -2.08764e-06 -6.42579e-06 2.71053e-06 5.29836e-06 2.73656e-06 7.13579e-09 6.18036e-08 5.92228e-09 9.49621e-08 3.00326e-08 2.42137e-06 -1.56498e-07 -1.55389e-06 2.90562e-08 1.0725e-07 5.78123e-06 -1.74794e-08 -1.04831e-07 -1.27132e-06 4.92645e-08
internal_weight=0 3097 3072 3045 318 2727 297 277 168 137 117 56 109 74 50 2703 2680 2660 2632 2612 189 2423 167 2403 2371 51 2320 146 123 2300
internal_count=3121 3097 3072 3045 318 2727 297 277 168 137 117 56 109 74 50 2703 2680 2660 2632 2612 189 2423 167 2403 2371 51 2320 146 123 2300
is_linear=0
shrinkage=0.1


Tree=5758
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 1212 13 1 13 12 15 16 0 13 13 1429 156 1209 1209 474 0 15 43 393 1212 1212 402 402 1213 401 1204
split_gain=7.77223e-08 1.79721e-07 1.10084e-07 8.57354e-08 1.20841e-07 1.04796e-07 2.29972e-07 3.7436e-07 9.69572e-07 1.86266e-07 1.70971e-07 1.20749e-07 1.45711e-07 2.1692e-07 2.03285e-07 6.36313e-07 1.14483e-07 2.48414e-07 1.0904e-07 1.06832e-07 1.84759e-07 1.30821e-07 1.05994e-07 1.08901e-07 1.08399e-06 5.29275e-07 1.58453e-07 2.58485e-07 2.06547e-07 1.79825e-07
threshold=0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.092099999999999987 -0.47386499999999993 0.11217000000000001 0.13743000000000002 0.19762500000000002 0.10016000000000001 0.090455000000000021 -0.084119999999999986 0.18019500000000002 0.10591500000000001 0.10002500000000002 -0.23587499999999997 0.15173500000000004 -0.084519999999999984 -0.069599999999999981 -0.25711499999999993 -0.094654999999999975 -0.081924999999999984 -0.48582499999999995 0.11333500000000001 -0.089544999999999986 -0.070754999999999985 0.13628000000000004 -0.45454999999999995 0.0036000000000000003 -1.0000000180025095e-35 0.057120000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 11 7 8 10 19 -7 12 13 14 -6 16 -16 -18 -19 -9 -21 -22 23 25 -25 -20 27 -26 -28 -30
right_child=-2 -3 -4 4 5 6 -8 9 -10 -11 -12 -13 -14 -15 15 -17 17 18 22 20 21 -23 -24 24 26 -27 28 -29 29 -31
leaf_value=5.5281767085294376e-06 -5.1528513565777946e-06 7.5036270658301879e-06 -7.2449878232527272e-06 -7.5902352510378741e-06 9.2742133347201164e-06 7.4653284929127042e-06 -6.4561784669152713e-06 8.2173351193373293e-06 2.7893788857227268e-05 -7.4136385919700844e-06 -5.6102748436615003e-06 -7.8835410840838465e-06 -6.7939985598286515e-06 9.8830411760983146e-06 -7.051770956462386e-06 -1.7104279744340933e-05 1.0615818812518477e-05 6.5176237185369248e-06 -8.2786531505993945e-07 -6.2153768264276257e-06 -8.6426472395172682e-07 9.3741183377460409e-06 6.7931384612827302e-06 -2.3489156665164048e-05 1.0260223142403128e-05 1.758906356371881e-05 -8.3567022549628273e-06 -2.3490315062848949e-06 -5.7887996134303718e-08 -9.3530485346924428e-06
leaf_weight=28 29 32 21 21 23 20 27 23 20 25 20 20 32 22 23 22 22 25 71 27 26 24 22 20 37 20 31 29 2338 21
leaf_count=28 29 32 21 21 23 20 27 23 20 25 20 20 32 22 23 22 22 25 71 27 26 24 22 20 37 20 31 29 2338 21
internal_value=0 4.83169e-08 -2.96471e-08 2.02121e-08 -3.10078e-08 2.20838e-08 2.16514e-06 3.42339e-06 9.91628e-06 3.06804e-07 9.27527e-07 -1.41462e-07 -8.53188e-08 -6.56688e-09 -8.70297e-08 -1.67339e-07 -2.72061e-08 3.40856e-08 -5.49725e-08 2.23691e-06 4.50556e-07 4.05016e-06 -1.18439e-07 -1.77674e-07 -3.02541e-07 3.21981e-06 -1.13725e-07 4.71979e-06 -2.47202e-07 -1.40634e-07
internal_weight=0 3092 3060 3039 3011 2990 212 185 60 125 40 2778 2758 2726 2704 2681 2659 2636 2614 100 77 50 2589 2567 2476 91 2456 66 2390 2359
internal_count=3121 3092 3060 3039 3011 2990 212 185 60 125 40 2778 2758 2726 2704 2681 2659 2636 2614 100 77 50 2589 2567 2476 91 2456 66 2390 2359
is_linear=0
shrinkage=0.1


Tree=5759
num_leaves=31
num_cat=0
split_feature=130 2 46 1428 473 16 16 4 2 51 47 0 15 47 47 376 123 123 40 15 15 48 52 15 1446 15 1 12 16 3
split_gain=7.37207e-08 1.18036e-07 7.27808e-08 1.11192e-07 2.70594e-07 9.26755e-08 2.67116e-07 9.5818e-07 1.65751e-07 2.20115e-07 1.63334e-07 6.31877e-07 2.36857e-06 7.23672e-07 4.85684e-07 1.62811e-07 1.87592e-07 2.29027e-07 4.21959e-07 2.01242e-07 6.605e-07 8.58432e-07 4.71738e-07 4.13795e-07 4.00025e-07 8.87905e-07 6.52533e-07 8.02243e-07 3.80097e-07 3.52765e-07
threshold=-0.23123999999999997 0.31358000000000003 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 0.0013750000000000001 -1.0000000180025095e-35 -0.0070899999999999991 0.13404500000000005 -0.21316999999999997 0.092165000000000011 -0.10224499999999999 -0.11033999999999998 0.096300000000000011 0.088915000000000008 0.087010000000000018 0.08592000000000001 0.087755000000000014 -0.07632499999999999 -0.090644999999999989 -0.088749999999999982 0.086125000000000021 -0.14715499999999998 -0.086849999999999997 0.085345000000000018 -0.096999999999999989 0.096860000000000016 0.084225000000000008 -0.087989999999999985 -0.16726499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 10 -8 -7 -10 14 12 -12 -13 15 16 19 -18 -19 24 21 -21 -22 -24 25 -6 27 -27 -29 -25
right_child=1 -3 -4 4 5 8 7 -9 9 -11 11 13 -14 -15 -16 -17 17 18 -20 20 22 -23 23 29 -26 26 -28 28 -30 -31
leaf_value=5.6405876658454476e-06 -5.9036803165213319e-06 -6.2840193792605232e-06 4.011188320873771e-06 1.1615244620770683e-05 1.3917720600657489e-07 -1.4610797324602724e-06 -7.9206340947735048e-06 2.2007440192401587e-05 1.2106797692554428e-05 2.6116404408258539e-07 8.6635517287835357e-07 1.8692950141571818e-05 -3.9319897255154507e-05 -1.6586968727621683e-06 1.5182055483881579e-05 7.310918371672415e-06 -1.3677164861292113e-05 6.9751528274407204e-06 -1.1304893400452073e-05 1.3914270701726701e-06 -1.1484989177541352e-05 -2.7556679342524151e-05 1.0460663818321338e-05 1.034455933470533e-05 -9.5639801027293575e-06 3.2979376646835591e-05 -4.114871132644892e-06 2.0028527395273463e-06 1.8698288084124216e-05 -1.2694345793521942e-07
leaf_weight=23 32 30 45 20 248 720 20 23 21 62 55 21 20 104 22 32 21 28 23 21 34 20 40 33 26 20 21 30 25 1281
leaf_count=23 32 30 45 20 248 720 20 23 21 62 55 21 20 104 22 32 21 28 23 21 34 20 40 33 26 20 21 30 25 1281
internal_value=0 -4.18784e-08 1.91594e-08 -4.02654e-08 2.24659e-08 -5.55737e-08 2.84333e-07 8.08741e-06 -9.73278e-07 3.25825e-06 1.26435e-07 -2.5935e-06 -9.84998e-06 1.76038e-06 4.09026e-07 2.3824e-07 1.17275e-07 -4.8879e-06 -1.26879e-06 3.17593e-07 -2.20588e-07 -1.27296e-05 1.48914e-07 4.41051e-07 2.39614e-06 3.3001e-06 1.14658e-05 1.58284e-05 9.59169e-06 1.36039e-07
internal_weight=0 3098 3068 3023 2991 2971 2168 43 803 83 2125 200 75 125 1925 1903 1871 72 51 1799 1429 41 1388 1354 370 344 96 75 55 1314
internal_count=3121 3098 3068 3023 2991 2971 2168 43 803 83 2125 200 75 125 1925 1903 1871 72 51 1799 1429 41 1388 1354 370 344 96 75 55 1314
is_linear=0
shrinkage=0.1


Tree=5760
num_leaves=31
num_cat=0
split_feature=40 4 130 130 13 13 1186 132 50 399 1203 394 130 39 33 47 47 47 1 47 0 43 15 51 12 4 12 51 51 2
split_gain=7.28423e-08 2.18991e-07 8.55119e-08 3.53803e-07 2.3573e-07 3.09093e-07 1.4639e-07 2.06506e-07 3.32587e-06 1.50863e-06 2.91756e-07 2.09953e-07 1.23341e-07 1.09682e-07 3.01581e-07 1.37857e-07 7.46784e-07 5.99761e-07 1.61855e-07 4.41865e-07 3.16942e-07 1.29104e-07 1.73724e-07 1.2895e-07 3.4531e-07 1.26464e-06 8.25588e-07 3.10907e-07 2.74584e-07 9.60345e-07
threshold=-0.24620999999999996 0.63556000000000001 -0.0089599999999999975 -0.0048749999999999991 -0.012119999999999997 -0.016469999999999995 0.062435000000000011 -0.083284999999999984 0.10022000000000002 0.087485000000000021 0.089165000000000008 -0.0065099999999999993 -0.054004999999999991 -1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.089640000000000011 0.099990000000000009 0.107145 -0.097274999999999986 -0.078139999999999973 -0.066844999999999988 0.094075000000000006 0.088245000000000004 -0.074729999999999977 0.085955000000000018 0.11594500000000001 0.090230000000000019 0.094215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 8 10 11 -5 -9 -6 -13 -15 17 -17 23 20 -20 -18 -21 -23 28 26 -26 -25 -27 -16 -30
right_child=1 -3 3 6 12 -7 -8 9 -10 -11 -12 13 -14 14 15 16 18 -19 19 21 -22 22 -24 24 25 27 -28 -29 29 -31
leaf_value=6.015621067945176e-06 2.9266115073850793e-07 -1.0215987045046946e-05 -1.0114952100853512e-05 -1.1183406148681393e-08 1.150177593779568e-06 1.3985763629875692e-05 -8.1234051632153846e-06 8.1122803123889753e-06 4.1709831107255015e-05 -2.7507944223543747e-05 -1.3041626502854342e-05 6.0770347459012936e-06 -5.8034451813587257e-06 -1.0822596204189512e-05 -1.328612212737842e-07 1.8968299764310361e-05 -1.376903138407215e-05 -1.2882728965082238e-05 1.6506667288922473e-05 -5.9370132003095936e-06 1.623128472795982e-07 -1.0236101508397904e-07 1.0173049789348928e-05 2.1092658116953425e-06 2.1016515807116922e-05 -1.0740924706927521e-05 -2.0110864466005299e-05 3.0189571608692983e-06 -2.2148547494630888e-05 7.813323022674013e-06
leaf_weight=20 34 21 35 122 144 32 22 32 20 20 20 29 31 26 1922 24 20 37 20 25 89 76 21 102 38 24 20 52 23 20
leaf_count=20 34 21 35 122 144 32 22 32 20 20 20 29 31 26 1922 24 20 37 20 25 89 76 21 102 38 24 20 52 23 20
internal_value=0 -3.88018e-08 3.05881e-08 -1.22931e-07 1.83906e-06 6.93174e-06 1.79068e-09 6.60446e-08 3.53086e-06 -1.48192e-07 -1.84646e-06 6.22674e-08 -8.1607e-08 -3.80443e-08 -1.0789e-07 2.96684e-09 2.11588e-06 -2.56663e-07 5.04493e-07 2.72931e-06 -2.3939e-06 4.70732e-07 2.12221e-06 -4.44118e-08 2.16423e-06 6.12133e-06 -1.53338e-06 -1.32627e-06 -3.09674e-07 -8.21279e-06
internal_weight=0 3101 3080 2839 241 66 2804 2782 162 2620 142 2600 175 2568 2539 2513 275 2238 251 142 109 122 97 2201 236 114 122 76 1965 43
internal_count=3121 3101 3080 2839 241 66 2804 2782 162 2620 142 2600 175 2568 2539 2513 275 2238 251 142 109 122 97 2201 236 114 122 76 1965 43
is_linear=0
shrinkage=0.1


Tree=5761
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 393 50 16 133 133 1 121 9 9 0 34 34 41 12 14 13 51 13 457 2 2 15 151 0 3 150
split_gain=8.73584e-08 5.26225e-07 2.77422e-07 1.15524e-07 8.4205e-08 9.12744e-08 8.74024e-08 2.17939e-07 9.20546e-08 7.80598e-08 2.93342e-07 1.25218e-07 2.11291e-07 1.49905e-07 1.47292e-07 2.85617e-07 9.2225e-08 2.25259e-07 8.68513e-08 2.68935e-07 1.82265e-07 1.04649e-07 3.9187e-07 3.01341e-07 8.91445e-07 3.68127e-07 4.97625e-07 1.09506e-06 1.27163e-06 5.66607e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.10159000000000001 0.09227500000000001 -0.095094999999999985 -0.14717499999999997 -0.015929999999999996 0.16540500000000002 -0.094339999999999993 0.092410000000000006 0.088235000000000022 -0.019414999999999998 -0.08786999999999999 -0.084564999999999987 0.086565000000000017 0.087075000000000014 0.019675000000000002 -0.088069999999999996 -0.089864999999999987 -0.0034749999999999994 -0.081674999999999984 0.10613000000000002 0.10731 0.090325000000000003 -0.0083949999999999979 -0.094654999999999975 0.084940000000000015 0.088135000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8 -9 10 -3 12 14 -13 -12 -16 18 -18 21 -20 -21 -17 -23 25 -25 26 29 28 -28 -24
right_child=1 9 -4 -5 -6 -7 7 8 -10 -11 11 13 -14 -15 15 16 17 -19 19 20 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-4.4801420479980778e-06 1.5918788431874766e-05 -1.1026416327316232e-05 -1.1835182971481117e-05 -7.6630497417118898e-06 5.2127341957332524e-06 -6.412266846685573e-06 7.7887226220932589e-06 -6.0174991036705767e-06 1.9503075926532519e-06 5.5948264507605935e-06 7.2904992683626404e-06 1.1474442744873247e-05 -9.3490554680405083e-06 -3.3748290387724081e-07 -1.0860461873107852e-05 -3.0279113219943433e-07 9.2682639115082578e-06 -2.5404754084471887e-06 4.4934832383278846e-06 4.664314387593463e-07 -1.1142076542058315e-05 -1.2052900439646857e-05 1.9550300566316156e-06 -1.9589959448277722e-05 6.2337180319597487e-07 -3.6878992265038896e-06 3.5423175933829045e-05 3.2524404807988832e-06 5.110580310253183e-06 -1.7440583719690038e-05
leaf_weight=29 21 24 25 21 28 24 37 29 29 25 28 21 24 22 24 1797 35 30 31 21 38 22 61 24 240 70 25 265 31 20
leaf_count=29 21 24 25 21 28 24 37 29 29 25 28 21 24 22 24 1797 35 30 31 21 38 22 61 24 240 70 25 265 31 20
internal_value=0 1.46399e-07 -1.91185e-06 -6.52547e-07 1.83933e-07 -7.67462e-07 3.25081e-07 1.79194e-06 -2.0336e-06 3.13124e-08 -1.7439e-08 7.59563e-08 -6.69715e-09 5.43113e-06 7.44819e-08 5.79767e-10 9.67661e-08 3.81808e-06 5.31614e-09 -3.04784e-06 -7.01023e-06 1.12864e-07 1.09826e-06 1.49137e-06 -1.2142e-06 3.00465e-06 4.17002e-06 5.9374e-06 1.8643e-05 -2.83401e-06
internal_weight=0 2899 222 197 176 148 124 95 58 2878 2853 2829 2786 43 2762 2734 2710 65 2645 90 59 2555 758 736 264 472 402 321 56 81
internal_count=3121 2899 222 197 176 148 124 95 58 2878 2853 2829 2786 43 2762 2734 2710 65 2645 90 59 2555 758 736 264 472 402 321 56 81
is_linear=0
shrinkage=0.1


Tree=5762
num_leaves=31
num_cat=0
split_feature=130 40 12 142 11 133 33 147 147 483 47 47 9 47 47 132 1 1185 1203 484 1 47 49 1 1 13 51 2 157 480
split_gain=7.97685e-08 2.37007e-07 7.66671e-08 2.56628e-07 2.03142e-07 1.58177e-07 1.53703e-07 1.09666e-07 1.64264e-07 1.42339e-07 1.0342e-07 9.12975e-07 6.05281e-07 2.24077e-07 1.5007e-07 1.33665e-07 2.86586e-06 1.07378e-06 4.86942e-07 1.29018e-07 1.41148e-07 3.26218e-07 2.99588e-07 2.67736e-07 1.80932e-07 1.34462e-07 1.24039e-07 4.24605e-07 1.73901e-07 1.50572e-07
threshold=-0.23647499999999996 -0.23755499999999996 0.12757000000000002 -0.057499999999999989 -1.0000000180025095e-35 0.017095000000000003 -0.009184999999999997 0.099230000000000013 0.093875000000000014 -0.47181499999999993 0.094160000000000008 0.096475000000000019 0.09055500000000001 0.091340000000000018 0.089640000000000011 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.086700000000000013 -0.078424999999999981 0.099990000000000009 0.107145 0.11560500000000001 0.111945 0.12811000000000003 -0.074044999999999986 -0.44986999999999994 0.11510000000000002 0.51508000000000009 0.11471500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4 -6 8 9 -8 12 -12 13 14 15 16 18 -17 -11 -13 22 -22 -21 -23 25 -25 27 -19 29 -28
right_child=1 2 5 4 6 -7 7 -9 -10 10 11 19 -14 -15 -16 17 -18 26 -20 20 21 23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-6.2951261963917212e-06 9.3688557037104931e-06 1.0552365839429187e-05 -8.7275586024778329e-06 -8.5289069330331447e-06 -7.7789013448636983e-06 1.4582433675147309e-06 7.1940480665944051e-06 5.8276495165597282e-06 -8.2085347401061888e-06 -1.5091659918632195e-07 2.2425054617087884e-05 -4.8710079770499742e-06 -1.2875061032458248e-05 1.0551577158821603e-05 -8.2982461952435021e-06 -2.3275754742826393e-05 3.4766929635073517e-05 -1.5385103948314541e-05 -1.6553616755811077e-05 1.1788147000212728e-06 1.3558009348344059e-05 -8.699038817608e-06 -1.2334360529902845e-05 2.1002615063653574e-06 -7.1636275720265987e-07 1.3057239294766987e-05 -9.0016254335006227e-08 4.9740637507511568e-06 8.747237267886268e-06 7.0430892492368006e-06
leaf_weight=20 27 23 30 28 25 31 28 33 24 131 20 41 37 20 22 20 24 21 21 75 25 23 21 21 52 24 2181 20 23 30
leaf_count=20 27 23 30 28 25 31 28 33 24 131 20 41 37 20 22 20 24 21 21 75 25 23 21 21 52 24 2181 20 23 30
internal_value=0 4.06053e-08 -4.13279e-08 2.97309e-08 -5.12124e-08 -3.55117e-06 2.89278e-08 9.53888e-08 3.02494e-08 9.8906e-08 2.92482e-08 1.77907e-06 -1.77986e-07 8.95865e-09 -7.56191e-08 -2.41078e-09 2.65347e-06 -2.06086e-07 -2.41708e-06 3.14819e-07 1.19705e-06 3.16621e-06 -1.77719e-06 1.00125e-06 3.30132e-06 7.94398e-06 -3.2757e-09 -5.4538e-06 9.67563e-08 6.76944e-09
internal_weight=0 3101 3074 3013 2990 61 2962 2937 2904 2880 2852 302 2550 2513 2493 2471 176 2295 152 282 241 145 96 120 97 45 2275 41 2234 2211
internal_count=3121 3101 3074 3013 2990 61 2962 2937 2904 2880 2852 302 2550 2513 2493 2471 176 2295 152 282 241 145 96 120 97 45 2275 41 2234 2211
is_linear=0
shrinkage=0.1


Tree=5763
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 393 12 3 400 16 10 0 12 9 9 1 15 3 3 124 3 47 2 47 160 160 160 2 1 1 1
split_gain=8.49505e-08 5.5963e-07 2.3178e-07 8.72156e-08 8.15245e-08 8.24154e-08 9.75115e-08 1.39522e-07 1.25135e-07 7.33835e-08 3.70731e-07 4.93112e-07 3.18646e-07 1.25968e-07 8.15409e-08 2.94533e-07 8.00513e-08 3.80789e-07 8.84265e-07 2.80765e-07 2.49393e-07 8.32141e-07 5.8796e-07 2.12692e-07 5.27671e-07 3.47772e-07 1.8385e-07 8.62181e-07 8.10458e-07 7.01215e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.10159000000000001 0.086305000000000007 -0.080104999999999996 -0.082714999999999983 -0.083539999999999989 0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.091600000000000015 0.085355000000000014 0.16540500000000002 -0.56020999999999987 -0.0037349999999999996 -0.0096849999999999974 -0.076779999999999987 -0.012304999999999998 0.092165000000000011 0.081135000000000013 0.10621500000000002 0.086325000000000013 0.098320000000000005 0.022560000000000004 0.10644500000000001 0.10920500000000001 0.099195000000000019 0.10325000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7 -8 12 -11 -12 13 14 15 -3 17 19 -19 -17 21 -18 -22 25 -25 26 28 29 -23 -28
right_child=1 9 -4 -5 -6 6 8 -9 -10 10 11 -13 -14 -15 -16 16 20 18 -20 -21 22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=2.9339492309077288e-06 1.6409677595047036e-05 -1.134139572415101e-05 -1.0955670279145126e-05 -6.8255649537041755e-06 4.9406597197178469e-06 -1.1951272299484116e-05 -4.8901731319843254e-06 -1.5844979813934788e-06 5.1113007179208523e-06 1.3418992236324813e-05 7.1211283108324664e-06 -1.1553108540213614e-05 -1.2047733691195555e-05 7.7504185377446929e-06 6.0396207138844403e-06 -1.1897812972341615e-07 1.8879559638662614e-05 9.9636552761885685e-08 -2.5259808444388911e-05 1.0756811977330472e-05 -1.7771773842799701e-05 1.8778491065021255e-06 1.5219457834194015e-06 -1.5949584197490672e-05 3.089237027263546e-06 1.4488932059802685e-05 1.9610509876987305e-06 -1.6345265464678961e-06 -2.0155587772023865e-05 2.6677583506777109e-05
leaf_weight=40 21 23 25 21 28 20 22 37 29 24 31 26 22 21 22 2164 28 44 20 24 22 101 56 24 37 21 22 102 20 24
leaf_count=40 21 23 25 21 28 20 22 37 29 24 31 26 22 21 22 2164 28 44 20 24 22 101 56 24 37 21 22 102 20 24
internal_value=0 1.44372e-07 -1.88532e-06 -7.34256e-07 -7.45181e-09 -9.43581e-07 -2.3797e-06 -5.22196e-06 7.96939e-07 2.56887e-08 2.99296e-06 -1.39694e-06 -6.02423e-08 3.47936e-08 -2.40401e-08 -7.2869e-08 2.28033e-08 -2.22077e-07 -7.82519e-06 3.17557e-10 1.22952e-06 2.28929e-06 -3.91987e-06 9.65851e-07 -4.40145e-06 2.09483e-06 1.12727e-06 3.4911e-06 -1.76404e-06 1.48566e-05
internal_weight=0 2899 222 197 176 148 108 57 51 2878 81 57 2797 2775 2754 2732 2709 2252 64 2188 457 379 78 351 61 290 269 148 121 46
internal_count=3121 2899 222 197 176 148 108 57 51 2878 81 57 2797 2775 2754 2732 2709 2252 64 2188 457 379 78 351 61 290 269 148 121 46
is_linear=0
shrinkage=0.1


Tree=5764
num_leaves=31
num_cat=0
split_feature=104 11 33 9 4 1186 132 13 2 3 1185 129 1184 1429 156 11 12 1429 471 157 133 11 155 1420 1428 1429 1447 15 471 475
split_gain=8.13079e-08 1.07335e-07 1.50748e-07 1.31484e-07 1.23524e-07 8.11634e-08 2.24241e-06 2.74272e-06 4.66936e-07 1.55057e-07 1.35178e-07 1.3704e-07 2.38056e-07 9.88719e-08 2.62437e-07 1.58482e-07 3.19384e-07 2.00591e-07 1.13924e-07 5.80878e-07 2.56448e-07 1.98852e-07 1.39243e-07 1.56458e-07 1.26248e-07 1.44494e-07 1.12617e-07 3.51879e-07 2.65494e-07 1.46212e-07
threshold=0.088500000000000009 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 0.40945500000000007 1.0000000180025095e-35 -0.083284999999999984 -0.01163 0.086675000000000016 -0.078244999999999995 0.08790000000000002 -0.077709999999999987 1.0000000180025095e-35 -0.23752499999999996 0.32523500000000005 0.095720000000000013 0.10742000000000002 -0.10379499999999998 0.089900000000000022 -0.06482499999999998 0.086695000000000008 0.087925000000000017 0.12862000000000004 -0.085599999999999996 0.081935000000000022 -0.069929999999999978 -0.086849999999999997 -0.011859999999999997 0.086855000000000016 0.061570000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 10 -7 -8 -9 -10 11 -4 13 -13 15 17 -17 -15 21 -20 -21 22 23 -19 25 -25 27 -27 29 -28
right_child=-2 2 3 4 -6 6 7 8 9 -11 -12 12 -14 14 -16 16 -18 18 19 20 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=6.5708216588973309e-06 -5.7980859499669662e-06 -7.447399267827375e-06 -8.3134026158404589e-06 1.0864336899257545e-05 1.3932068759459072e-06 3.0477908500830853e-05 -3.5215978890980956e-05 1.7356420783120154e-05 -5.4575549098191146e-06 6.0955347310352537e-06 -6.4080635478175652e-06 -6.9199483429353385e-06 1.08648019234181e-05 8.8974394402612229e-06 1.1381287600791269e-05 -1.3846190158043706e-05 3.2642921087244757e-06 -8.7876765321869331e-06 1.690168186858342e-05 3.864651147590916e-06 -1.107538979340461e-05 -8.7456525256533906e-06 7.3078032301054918e-06 7.6915775418721449e-06 -5.6247116462389656e-06 1.2217807037312265e-05 -4.3697620099547239e-08 -2.4940960684403226e-06 -1.1690397523125284e-05 -8.0554204467499289e-06
leaf_weight=25 24 27 20 21 40 23 22 22 26 21 34 21 20 25 20 24 20 21 23 27 20 27 25 24 41 29 2369 37 20 23
leaf_count=25 24 27 20 21 40 23 22 22 26 21 34 21 20 25 20 24 20 21 23 27 20 27 25 24 41 29 2369 37 20 23
internal_value=0 4.49307e-08 -8.17712e-09 5.77864e-08 4.65376e-06 -3.61661e-08 2.58063e-06 -4.47033e-06 5.33262e-06 -2.95536e-07 -1.40108e-07 -6.49637e-08 -6.381e-09 -8.41434e-08 -3.2413e-08 -1.15271e-07 -6.0687e-06 -1.86459e-08 -1.01633e-07 3.87966e-06 -2.49281e-06 -2.08166e-07 -1.19131e-07 -1.91546e-07 -1.20559e-07 -3.03635e-08 -1.05152e-07 3.97022e-06 -2.16668e-07 -1.20733e-07
internal_weight=0 3097 3072 3045 61 2984 114 91 69 47 2870 2836 2816 2796 2775 2755 44 2711 2686 70 47 2616 2589 2564 2543 2502 2478 66 2412 2392
internal_count=3121 3097 3072 3045 61 2984 114 91 69 47 2870 2836 2816 2796 2775 2755 44 2711 2686 70 47 2616 2589 2564 2543 2502 2478 66 2412 2392
is_linear=0
shrinkage=0.1


Tree=5765
num_leaves=31
num_cat=0
split_feature=132 394 1203 11 129 391 9 9 12 34 34 2 46 472 0 13 0 2 2 47 47 2 47 1456 51 160 49 1452 1453 481
split_gain=9.56308e-08 4.77279e-07 1.758e-07 8.14013e-08 7.74373e-08 1.17507e-07 7.07986e-08 1.69959e-07 1.19114e-07 1.15965e-07 1.2612e-07 1.07016e-07 7.45751e-08 2.58893e-07 8.79078e-08 2.54718e-07 2.21935e-07 2.15468e-07 2.65044e-07 8.36185e-08 5.68126e-07 5.2424e-07 2.20106e-07 1.10803e-07 1.68729e-07 1.29417e-07 1.49877e-07 1.02981e-07 2.1919e-07 6.09301e-07
threshold=-0.083174999999999985 0.11233000000000001 0.088820000000000024 -0.072629999999999986 -0.078929999999999986 -0.085594999999999991 0.092410000000000006 0.088235000000000022 -0.010834999999999999 -0.08786999999999999 -0.084564999999999987 -0.080614999999999978 0.10253500000000002 0.094800000000000009 0.12411500000000002 0.10002500000000002 0.10455500000000001 0.11067500000000001 0.10497000000000002 0.092165000000000011 0.097970000000000015 -0.0050599999999999994 0.089640000000000011 -0.077604999999999993 -0.40274499999999996 -0.081399999999999986 -0.006494999999999999 0.088500000000000009 -0.07303999999999998 -0.081539999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -5 7 9 -8 -6 -11 -12 13 14 16 17 19 18 -16 21 -21 -13 27 -22 -25 -26 -27 28 29 -23
right_child=1 -3 -4 4 6 -7 8 -9 -10 10 11 12 -14 -15 15 -17 -18 -19 -20 20 23 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-9.3123217150138876e-07 -6.1569666134649495e-06 1.5547763487120394e-05 -9.4075330853879036e-06 -9.5917620910768166e-07 6.440389398676416e-06 9.8808710936282297e-06 9.7277207805745997e-06 -8.4141927497209213e-06 -4.542915858804817e-07 -7.4018665580534506e-06 6.5469527271488918e-06 1.3269578994368203e-05 -5.1599383953414093e-06 1.1362459567862971e-05 -2.0502609348729014e-06 1.2087652912570143e-05 -7.9672402231760021e-06 -8.8275364896617253e-06 1.2457538965691129e-05 -1.3416327516956194e-05 -6.9966500359441855e-06 4.9960992565383608e-06 -9.5636635982998555e-06 8.8723236528850346e-06 -5.9918163174188525e-06 7.4710424636076162e-06 -5.2689006781468037e-07 3.5419817699798066e-06 8.6228443165135176e-08 -1.7556806567881724e-05
leaf_weight=194 21 20 28 20 28 20 20 24 27 23 25 30 28 20 34 23 36 20 20 36 20 23 24 23 32 29 122 82 2044 25
leaf_count=194 21 20 28 20 28 20 20 24 27 23 25 30 28 20 34 23 36 20 20 36 20 23 24 23 32 29 122 82 2044 25
internal_value=0 1.53186e-07 -2.00032e-06 4.62424e-08 9.18223e-08 4.46085e-06 2.98064e-08 -3.54725e-08 3.87848e-06 3.77308e-08 -2.82032e-08 3.47027e-08 -2.62506e-08 2.81358e-08 -5.82868e-08 2.89595e-06 -1.71731e-07 3.907e-08 3.323e-06 -5.90252e-08 -1.74892e-06 1.39696e-07 -3.95106e-08 1.0961e-07 7.99539e-07 -2.15074e-07 1.00914e-06 6.56318e-08 -7.06305e-08 -6.75021e-06
internal_weight=0 2899 222 2879 2858 40 2818 2771 47 2747 2719 2696 2671 2643 2623 97 2526 74 54 2490 262 2228 2198 226 206 183 151 2174 2092 48
internal_count=3121 2899 222 2879 2858 40 2818 2771 47 2747 2719 2696 2671 2643 2623 97 2526 74 54 2490 262 2228 2198 226 206 183 151 2174 2092 48
is_linear=0
shrinkage=0.1


Tree=5766
num_leaves=31
num_cat=0
split_feature=104 11 33 9 9 132 132 15 1186 1200 15 42 15 42 42 132 1213 133 43 1210 12 1210 1212 1209 0 1210 16 42 1213 1208
split_gain=7.9914e-08 1.00044e-07 1.25155e-07 1.02043e-07 1.28877e-07 7.46029e-08 4.60479e-07 1.76128e-07 1.50329e-07 8.66174e-08 8.40692e-08 1.27134e-07 1.17674e-07 9.29414e-08 1.37095e-07 1.91627e-07 7.3625e-08 2.08494e-07 1.40315e-07 1.36885e-07 9.13591e-07 1.26142e-07 1.05136e-07 8.12257e-07 4.14184e-07 1.52197e-07 7.67014e-07 1.02644e-06 4.20625e-07 1.95374e-07
threshold=0.088500000000000009 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 0.097950000000000023 -0.083174999999999985 -0.050879999999999988 0.092400000000000024 0.049580000000000006 0.092250000000000013 0.084510000000000016 -0.049004999999999993 0.083840000000000012 -0.021469999999999996 -0.074124999999999983 -0.42517999999999995 -0.24064499999999997 -0.054584999999999995 0.0034250000000000005 -0.13847499999999999 0.092355000000000007 -0.090569999999999998 -0.092474999999999988 -0.085894999999999985 -0.086284999999999987 -0.0061249999999999994 -0.079109999999999986 0.086325000000000013 -0.063509999999999997 0.11332500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 7 -7 8 10 16 12 -12 13 14 -4 -16 17 18 -8 20 -18 -21 24 -24 -23 26 27 -25 -28 -27
right_child=-2 2 3 4 -6 6 9 -9 -10 -11 11 -13 -14 -15 15 -17 19 -19 -20 21 -22 22 23 25 -26 29 28 -29 -30 -31
leaf_value=6.3449131594097708e-06 -5.7481681153603862e-06 -6.7850977521394046e-06 3.9960695117950232e-06 1.0222116734646327e-05 6.4998714314685621e-07 1.3356454260596924e-05 -2.8545656266196137e-06 -9.7080314444610851e-06 -8.9956790816358989e-06 -6.5715804186083914e-06 -1.5419302401468209e-06 8.862292194559512e-06 -8.0183106504028695e-06 4.1323593318578025e-06 7.8686141478101492e-07 -1.2597059571248794e-05 -5.473399971833715e-06 -9.1194766300208301e-06 7.1333103691854788e-06 -7.690316314914353e-06 2.1369489611190927e-05 1.5964148615239538e-05 -1.8712442763147841e-05 2.2099651057662696e-06 -1.7359330181184655e-06 7.886303024316774e-08 4.1458148938612867e-06 3.0074082087594436e-05 -1.3347343133318647e-05 -9.8470257944427425e-06
leaf_weight=25 24 27 24 22 39 26 39 25 20 20 23 24 21 38 23 20 32 33 22 21 21 20 23 39 39 2336 27 20 28 20
leaf_count=25 24 27 24 22 39 26 39 25 20 20 23 24 21 38 23 20 32 33 22 21 21 20 23 39 39 2336 27 20 28 20
internal_value=0 4.45456e-08 -6.72696e-09 5.33768e-08 4.10223e-06 -2.93913e-08 1.10981e-07 -1.81044e-06 -7.87438e-07 -1.47063e-08 1.61492e-07 3.77086e-06 -1.18486e-06 1.81828e-07 -2.05877e-06 -5.43822e-06 3.35061e-08 -2.71636e-06 7.47619e-07 1.3194e-07 5.16246e-06 2.83187e-08 9.18341e-08 -6.90774e-09 4.26409e-06 1.67273e-07 3.7358e-06 1.16554e-05 -4.75979e-06 -5.39749e-09
internal_weight=0 3097 3072 3045 61 2984 2766 218 193 2740 173 47 126 105 67 43 2720 94 61 2626 53 2573 2552 2493 59 2470 114 59 55 2356
internal_count=3121 3097 3072 3045 61 2984 2766 218 193 2740 173 47 126 105 67 43 2720 94 61 2626 53 2573 2552 2493 59 2470 114 59 55 2356
is_linear=0
shrinkage=0.1


Tree=5767
num_leaves=31
num_cat=0
split_feature=11 33 9 3 9 45 1429 156 474 1429 474 1374 15 150 147 147 147 483 0 43 13 1456 1429 49 16 1375 4 1456 160 3
split_gain=7.91398e-08 7.63054e-08 8.00006e-08 4.51472e-07 1.32438e-07 7.53166e-08 1.54493e-07 2.19072e-07 9.7649e-08 2.64882e-07 1.34846e-07 1.35048e-07 3.45211e-07 1.27711e-07 2.70448e-07 2.29476e-07 2.02003e-07 1.23445e-07 3.14803e-07 4.00452e-07 2.25252e-07 1.10643e-07 1.39825e-07 8.17667e-07 5.97892e-07 5.49894e-07 3.86637e-07 1.46749e-07 7.31678e-07 7.07577e-07
threshold=-0.072629999999999986 -0.044254999999999996 0.091600000000000015 -0.13309499999999996 0.084755000000000011 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.091180000000000011 -1.0000000180025095e-35 0.089130000000000015 -0.096434999999999979 -0.074054999999999996 0.12820000000000001 0.097985000000000017 0.092070000000000013 0.090115000000000015 1.0000000180025095e-35 -0.075684999999999988 -0.082144999999999982 -0.073839999999999975 0.12034500000000002 0.083985000000000018 0.08610000000000001 -0.008904999999999998 -0.15308499999999997 -0.016959999999999999 0.085185000000000011 -0.015149999999999999 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 8 10 -10 11 12 -8 14 15 16 21 18 19 -11 -20 22 25 24 -24 -13 -26 -27 29 -29
right_child=1 2 3 -5 -6 -7 7 -9 9 17 -12 13 -14 -15 -16 -17 -18 -19 20 -21 -22 -23 23 -25 26 27 -28 28 -30 -31
leaf_value=-6.1181755275659569e-06 6.0489172461703204e-06 -8.8103624966606729e-06 7.2129800390931892e-06 -1.1396137652752714e-05 7.6279393041382406e-06 4.0709703575379943e-06 4.2251446509246969e-06 1.0438768064204852e-05 -1.3223519190432853e-05 1.7342513167477591e-05 6.4312852194261995e-06 -1.6493042257934578e-05 -1.2514130574865186e-05 6.9393147980547474e-06 -9.7490240997493476e-06 9.3027466206236839e-06 -9.5056972895690716e-06 -6.2900233126239276e-06 -1.2472038640060585e-05 -4.9020570780639361e-07 5.9109463494898984e-07 -6.1342616740083547e-06 -1.568504874177008e-05 1.9220568887808791e-05 -2.136813030003705e-06 -9.0843572058770986e-09 1.2707299723453098e-05 -1.5906817330964576e-05 1.7650346886252272e-05 5.0966965728068045e-06
leaf_weight=21 21 20 22 32 23 45 22 20 20 20 33 20 28 27 28 27 22 33 22 34 33 28 21 26 47 2294 28 23 28 53
leaf_count=21 21 20 22 32 23 45 22 20 20 20 33 20 28 27 28 27 22 33 22 34 33 28 21 26 47 2294 28 23 28 53
internal_value=0 4.14429e-08 4.69503e-10 -3.81465e-06 6.8574e-08 1.06575e-08 -5.11328e-08 8.51462e-09 -6.29989e-08 -2.44899e-06 7.73026e-08 2.70486e-10 -5.14885e-06 9.66238e-08 2.6774e-08 1.31368e-07 3.5759e-08 -9.31452e-07 6.90867e-07 6.1145e-06 -4.63416e-06 1.175e-07 1.86417e-07 3.48953e-06 -7.70957e-07 1.97591e-08 3.40499e-06 1.57481e-07 3.83152e-06 -1.25963e-06
internal_weight=0 3100 3079 54 3025 3002 2957 2937 2917 162 2755 2722 50 2672 2645 2617 2590 142 109 54 55 2568 2540 122 96 2418 75 2398 104 76
internal_count=3121 3100 3079 54 3025 3002 2957 2937 2917 162 2755 2722 50 2672 2645 2617 2590 142 109 54 55 2568 2540 122 96 2418 75 2398 104 76
is_linear=0
shrinkage=0.1


Tree=5768
num_leaves=31
num_cat=0
split_feature=156 472 471 471 154 473 97 374 104 45 11 33 9 4 2 3 159 47 2 47 42 47 47 16 47 482 482 482 42 1
split_gain=7.68786e-08 1.53346e-07 8.3379e-08 1.51914e-07 7.48369e-08 1.92296e-07 7.91652e-08 1.8898e-07 1.54775e-07 1.13627e-07 6.57186e-07 1.15112e-07 9.94414e-08 1.04483e-07 9.8486e-08 9.0876e-08 2.22901e-07 7.83804e-08 7.20773e-07 4.09611e-07 5.73428e-07 1.46497e-07 1.19796e-07 1.87786e-07 1.33319e-07 1.06531e-07 4.66912e-07 4.00601e-07 5.89126e-07 3.87088e-07
threshold=0.3248100000000001 -0.097514999999999977 0.10338500000000002 0.093375000000000014 0.084190000000000001 -1.0000000180025095e-35 -0.086464999999999986 0.08987500000000001 0.088500000000000009 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 0.40945500000000007 -0.055814999999999997 0.31534000000000006 0.091070000000000012 0.092165000000000011 -0.0050599999999999994 0.097970000000000015 0.086555000000000007 0.089785000000000018 0.10843500000000002 -0.094359999999999986 0.11170500000000001 0.090355000000000005 0.087870000000000018 0.098465000000000011 0.096450000000000022 0.091535000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 9 10 -8 -12 14 -14 -13 17 -17 18 -16 20 -19 25 23 -21 -24 26 -20 -27 29 -29
right_child=-2 2 -4 -5 -6 6 7 -9 -10 -11 11 12 13 -15 15 16 -18 19 21 22 -22 -23 24 -25 -26 27 -28 28 -30 -31
leaf_value=8.7707501825207151e-06 -5.760140178925054e-06 -9.8384494049241779e-06 -5.8850993658173444e-06 8.7189289934030972e-06 6.0717925202879997e-06 -5.9768525964252401e-06 1.6563280482747211e-05 7.6873217295769798e-06 -8.8062383861142747e-06 -6.1017808608691373e-06 -6.5522284920141964e-06 -6.2037668709098609e-06 9.9471880071178033e-06 1.0571933018628699e-06 1.6482159679543221e-05 -1.1360455767356579e-05 2.7190240059967027e-06 -2.2308050473557595e-05 1.0520124216348975e-07 1.1052159067048706e-05 1.3515195041691187e-06 -8.470786254974883e-06 -8.9916777640263758e-06 2.5147941869363425e-07 -4.0444098853133543e-07 1.3262172965682864e-05 -1.5241884357237724e-05 -4.2524985843783725e-07 -1.4069338494268976e-05 1.6133358885781491e-05
leaf_weight=20 23 20 24 20 20 22 24 32 20 30 27 26 20 39 27 23 22 21 2248 22 20 20 21 60 130 29 20 48 23 20
leaf_count=20 23 20 24 20 20 22 24 32 20 30 27 26 20 39 27 23 22 21 2248 22 20 20 21 60 130 29 20 48 23 20
internal_value=0 4.27605e-08 -1.39516e-08 3.21871e-08 -2.50755e-08 -6.55325e-08 -2.49147e-10 4.39922e-08 -3.92005e-08 2.08477e-08 8.44044e-08 -5.35904e-08 8.21421e-09 4.07075e-06 -7.80051e-08 -2.01729e-08 -4.47715e-06 5.38633e-08 2.343e-07 -1.54965e-06 -1.07668e-05 5.21189e-08 7.22477e-08 3.14922e-06 -1.59869e-06 1.235e-07 -3.01346e-08 3.0272e-06 -2.34501e-07 4.44493e-06
internal_weight=0 3098 3078 3054 3034 3014 2994 2972 2940 2920 2890 2866 2839 59 2780 2754 45 2709 2435 274 41 2408 233 82 151 2388 2268 120 91 68
internal_count=3121 3098 3078 3054 3034 3014 2994 2972 2940 2920 2890 2866 2839 59 2780 2754 45 2709 2435 274 41 2408 233 82 151 2388 2268 120 91 68
is_linear=0
shrinkage=0.1


Tree=5769
num_leaves=31
num_cat=0
split_feature=11 481 2 159 481 1446 160 45 1456 142 147 150 49 448 483 12 52 483 0 1 0 12 12 12 13 13 1209 13 3 4
split_gain=1.01651e-07 7.14846e-08 6.35858e-07 1.59206e-06 3.88111e-07 1.77606e-07 4.12489e-07 7.87756e-08 1.26779e-07 8.93703e-08 1.39021e-07 1.74429e-07 5.97397e-07 2.18476e-07 8.28021e-08 6.68016e-07 6.46112e-07 6.08323e-07 3.83798e-07 3.3045e-07 1.97683e-07 1.06508e-07 6.93324e-07 5.48651e-07 5.20855e-07 5.71541e-07 3.4529e-07 2.62149e-07 2.89289e-07 8.46454e-07
threshold=-0.072629999999999986 -0.087424999999999989 0.092875000000000013 -0.085489999999999997 -0.085894999999999985 0.037915000000000011 0.041220000000000007 0.084355000000000013 0.11772000000000001 -0.057499999999999989 0.099230000000000013 0.12640500000000002 -0.045154999999999994 1.0000000180025095e-35 0.098395000000000024 0.094435000000000005 0.12445000000000002 0.12236500000000002 -0.080434999999999993 0.15799000000000005 -0.092404999999999973 0.094435000000000005 0.094070000000000015 0.095935000000000006 -0.010739999999999998 -0.067719999999999989 0.11677000000000001 -0.15078499999999997 -0.072894999999999988 -0.067104999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -5 -7 8 9 -6 11 13 -13 14 19 17 -17 18 20 21 -16 22 -11 24 25 -23 27 -25 -29 -30
right_child=1 4 -4 5 7 6 -8 -9 -10 10 -12 12 -14 -15 15 16 -18 -19 -20 -21 -22 23 -24 26 -26 -27 -28 28 29 -31
leaf_value=-6.9339503235304225e-06 -3.0321363588622524e-05 1.3683800612592938e-05 1.2597483807687904e-05 -6.2198480691222361e-06 -6.6117714055735636e-06 1.5139797129190162e-05 -4.6805641995022253e-06 4.1934304762334156e-06 -6.0050118859830299e-06 1.6483042771017438e-07 6.3600486656209149e-06 4.3678221694725446e-06 -1.6899866295716492e-05 9.6269074144098954e-06 2.9820025217660538e-06 1.8232866452194685e-06 2.3796632974707517e-05 -1.7018852063104178e-05 1.3426982404780575e-05 -1.2016204775393462e-05 -1.0611757206788753e-05 -6.3303157973374865e-06 1.6300634484246582e-05 7.403986162065242e-06 2.1761194024823756e-06 -2.8154257122423588e-05 1.2891600629245661e-05 6.9194667958428769e-07 -2.3722326950519346e-05 -1.8865799065564185e-06
leaf_weight=21 21 21 22 20 20 21 21 45 35 1938 35 28 25 24 23 32 23 23 20 23 20 30 27 39 27 20 20 319 20 158
leaf_count=21 21 21 22 20 20 21 21 45 35 1938 35 28 25 24 23 32 23 23 20 23 20 30 27 39 27 20 20 319 20 158
internal_value=0 4.69708e-08 -2.51769e-06 -6.52412e-06 1.36884e-07 1.53624e-06 5.22962e-06 4.12262e-08 -2.25666e-08 4.9785e-08 9.61424e-08 1.89192e-08 -5.66411e-06 1.27031e-07 4.44835e-08 2.40514e-06 1.10121e-05 -3.09934e-06 1.98239e-06 -8.2511e-08 -3.34068e-06 2.31376e-08 3.86544e-07 -1.10497e-06 -9.0161e-06 -1.50599e-05 -9.36637e-09 -4.90746e-07 -1.11025e-06 -4.34003e-06
internal_weight=0 3100 105 83 2995 62 42 2974 2929 2894 2874 2839 53 2786 2762 141 55 86 63 2621 43 2598 1965 633 77 50 556 536 497 178
internal_count=3121 3100 105 83 2995 62 42 2974 2929 2894 2874 2839 53 2786 2762 141 55 86 63 2621 43 2598 1965 633 77 50 556 536 497 178
is_linear=0
shrinkage=0.1


Tree=5770
num_leaves=31
num_cat=0
split_feature=11 1208 1208 1208 1204 1185 1186 403 1213 1210 42 42 160 160 1456 1456 483 160 4 401 1212 402 401 402 13 403 50 1 15 52
split_gain=8.23377e-08 7.77345e-08 1.05605e-07 9.41969e-08 6.94759e-08 9.07455e-08 1.2745e-07 7.16008e-08 9.01025e-07 1.04887e-07 8.76646e-08 5.09508e-07 3.06723e-07 2.88621e-07 3.10796e-07 6.34747e-07 3.85266e-07 4.54082e-07 2.13832e-07 4.52658e-07 8.00194e-07 2.69467e-07 6.11931e-07 4.69017e-07 2.15841e-07 2.2636e-07 2.19245e-07 2.37147e-07 3.41053e-07 3.21738e-07
threshold=-0.072629999999999986 0.12461500000000002 0.10737500000000001 0.098655000000000007 0.053645000000000005 -0.10973499999999999 -0.092084999999999986 -0.5335399999999999 0.04198000000000001 -0.3960249999999999 0.092860000000000012 0.092145000000000019 -0.52439499999999983 -0.41706499999999996 -0.079429999999999987 -0.0077899999999999992 0.10143000000000001 -0.23269999999999999 -0.111605 1.0000000180025095e-35 -0.088629999999999987 -0.45015499999999992 -0.47144999999999992 -0.018864999999999996 0.19762500000000002 0.03138500000000001 -0.068989999999999982 0.094220000000000012 -0.042209999999999991 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 -8 -9 11 -11 -12 -14 -15 -16 17 -17 -19 21 -21 22 -20 -23 25 26 -25 29 -29 -28
right_child=1 -3 -4 -5 -6 6 7 9 -10 10 12 -13 13 14 15 16 -18 18 19 20 -22 23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-6.2405551467409604e-06 -6.6864805739896843e-06 -6.1719337918475509e-06 6.428843788014022e-06 -6.6457644726099161e-06 4.86330214118406e-06 6.7869486624009116e-06 -5.7296685303012256e-06 -7.278628963831579e-06 2.008063434221272e-05 -1.1285687201121249e-07 1.3295195929572402e-05 -1.3683708340904235e-05 -1.0808777473617479e-05 -9.9364790969502795e-06 1.7571689025904412e-05 1.5130499809856703e-05 -8.6174241844743778e-06 9.3605326201538582e-06 2.741251971557453e-06 -4.4506808308142355e-06 2.3186646111836045e-05 1.3483546943386197e-05 -2.1175731271796396e-05 8.2583226025062248e-06 -1.1120875874439663e-05 8.690230868978689e-06 -6.5101078204957296e-07 -2.439995768370517e-06 1.1546621503426154e-05 -1.404118576013335e-05
leaf_weight=21 20 20 26 21 30 28 38 20 21 2315 20 28 21 24 24 24 39 28 23 20 22 24 20 21 20 25 38 84 22 34
leaf_count=21 20 20 26 21 30 28 38 20 21 2315 20 28 21 24 24 24 39 28 23 20 22 24 20 21 20 25 38 84 22 34
internal_value=0 4.2282e-08 8.26341e-08 2.86061e-08 7.48184e-08 2.69814e-08 7.19928e-08 8.36551e-09 3.45705e-06 -6.18943e-08 -1.17084e-08 -2.75035e-07 1.14584e-06 6.72184e-07 1.16222e-06 1.73139e-06 8.75157e-07 1.78926e-06 9.48864e-07 2.81649e-07 1.0026e-05 -1.03431e-06 -8.38293e-06 1.44759e-07 -1.16725e-06 -2.78536e-07 -1.40527e-06 -2.54535e-06 4.62887e-07 -6.97415e-06
internal_weight=0 3100 3080 3054 3033 3003 2983 2955 59 2896 2876 2343 533 513 492 468 444 405 381 353 42 311 43 268 244 224 199 178 106 72
internal_count=3121 3100 3080 3054 3033 3003 2983 2955 59 2896 2876 2343 533 513 492 468 444 405 381 353 42 311 43 268 244 224 199 178 106 72
is_linear=0
shrinkage=0.1


Tree=5771
num_leaves=31
num_cat=0
split_feature=1 121 33 11 1132 124 31 97 9 4 9 10 4 4 151 16 52 42 42 15 13 4 13 13 13 160 12 1210 43 43
split_gain=7.47222e-08 2.17086e-07 1.22213e-07 1.23759e-07 8.2828e-08 1.1235e-07 9.73347e-08 2.55273e-07 1.25351e-07 9.06001e-08 1.34548e-06 1.31736e-06 5.01502e-07 3.00299e-07 1.90652e-07 1.8481e-07 5.90122e-07 1.68764e-07 4.45327e-07 4.042e-07 4.96235e-07 2.292e-07 1.67433e-07 6.04792e-07 4.0791e-07 9.25281e-07 7.82488e-07 1.69975e-06 9.27711e-07 1.41336e-06
threshold=0.16540500000000002 -0.094339999999999993 -0.044254999999999996 -1.0000000180025095e-35 -0.078654999999999989 0.11040000000000001 -0.082169999999999979 -0.086244999999999988 -1.0000000180025095e-35 0.053180000000000012 0.085355000000000014 -0.012544999999999999 0.056795000000000005 0.058735000000000009 0.092070000000000013 -0.18708499999999997 0.08257500000000001 0.090395000000000017 0.092620000000000022 -0.033689999999999991 -0.083499999999999977 0.10924000000000002 -0.087934999999999985 -0.087404999999999997 -0.089109999999999981 -0.016279999999999996 0.088245000000000004 -0.015189999999999997 -0.010739999999999998 0.064745000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6 -8 10 15 -11 -13 -14 17 16 -10 19 -19 -15 -21 -20 24 -24 26 -26 27 -17 -28 -30
right_child=-2 2 3 4 5 -7 8 -9 9 11 -12 12 13 14 -16 22 -18 18 21 20 -22 -23 23 -25 25 -27 28 -29 29 -31
leaf_value=-9.5202376655834097e-06 5.1426677560227422e-06 7.6300541661025604e-06 -7.8653603304701397e-06 -6.3871533711790111e-06 3.5588149057730339e-06 7.5396227111923515e-06 5.7201988610335653e-06 -1.188866664328405e-05 5.3724560434176284e-06 2.269085556252793e-05 -2.4885981329961481e-05 -1.1877425114989545e-05 1.1753974487760389e-05 5.8769855416871324e-07 -8.2070407934224928e-06 -2.9728245456118163e-05 -1.8919962099062107e-05 -1.5575566528371252e-05 -5.2370691027859646e-06 -1.362188962285354e-07 2.0216872006130871e-05 3.4685747075357115e-06 -1.4872177799978609e-05 -6.5360611769223737e-08 -7.0041591070115652e-06 1.9276743721609427e-05 -8.8689056590076447e-06 3.2691506405764753e-07 3.2745327021425163e-05 1.9652107455060888e-06
leaf_weight=24 28 21 20 20 20 20 39 23 20 27 22 33 24 303 25 21 20 21 49 23 25 79 28 1864 21 37 22 181 26 35
leaf_count=24 28 21 20 20 20 20 39 23 20 27 22 33 24 303 25 21 20 21 49 23 25 79 28 1864 21 37 22 181 26 35
internal_value=0 -4.65613e-08 2.75242e-08 -2.48554e-08 2.69313e-08 6.95781e-08 1.95778e-08 -4.70379e-06 8.85438e-08 1.29641e-08 -2.7454e-07 1.09736e-06 9.56012e-08 8.15291e-07 3.15237e-07 -3.65396e-08 -6.77375e-06 7.41351e-07 -2.07843e-06 1.93835e-06 1.04643e-05 1.35945e-07 8.40369e-08 -2.84489e-07 2.11684e-06 9.76124e-06 5.61135e-07 -2.79763e-06 8.73548e-06 1.50846e-05
internal_weight=0 3093 3069 3048 3028 3008 2988 43 2945 2906 2297 609 582 549 525 2275 40 500 149 351 48 128 2235 1892 343 58 285 202 83 61
internal_count=3121 3093 3069 3048 3028 3008 2988 43 2945 2906 2297 609 582 549 525 2275 40 500 149 351 48 128 2235 1892 343 58 285 202 83 61
is_linear=0
shrinkage=0.1


Tree=5772
num_leaves=31
num_cat=0
split_feature=130 40 120 10 0 15 2 33 16 13 16 13 16 475 16 2 160 156 457 52 484 52 1375 13 1453 158 43 52 16 42
split_gain=7.03386e-08 1.27873e-07 1.05652e-07 1.10368e-07 7.32106e-07 8.75603e-07 3.79206e-07 2.11162e-07 8.82145e-08 2.49594e-07 7.45189e-07 5.06821e-07 2.73039e-07 3.98295e-07 2.53098e-07 2.01504e-07 1.84838e-07 3.85914e-07 2.62032e-07 2.47317e-07 8.29503e-07 2.20828e-07 2.03617e-07 5.11764e-07 2.67293e-07 2.47131e-07 1.77829e-07 4.51486e-07 5.97776e-07 4.14741e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.010699999999999999 -0.10224499999999999 -0.10324499999999999 -0.020134999999999997 -0.012019999999999998 -0.008069999999999999 -0.088069999999999996 0.0013750000000000001 -0.086804999999999979 -0.0048099999999999992 -0.0034549999999999993 0.25084500000000004 0.08734500000000002 -0.087694999999999981 0.085050000000000014 -0.087404999999999997 0.093665000000000012 -0.017214999999999998 0.51307000000000014 0.084665000000000018 -0.083764999999999992 -0.0067199999999999994 0.11533 -0.079734999999999986 -0.089199999999999988 -0.070454999999999976 0.087745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -5 26 10 -10 -11 13 -13 -12 -15 17 21 -18 22 -21 -14 23 -20 -25 -26 29 28 -28 -9
right_child=1 2 -4 7 5 6 -8 8 9 11 14 12 16 15 -16 -17 18 -19 19 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=5.5096902206455328e-06 -8.0110928551846433e-06 -1.8210447940873565e-05 6.4852587966015565e-06 9.6199184158847306e-06 1.5050866171198625e-05 -1.6725597171378987e-05 9.8859901127808204e-08 7.0621029411693753e-07 2.1217820726633367e-05 -1.534680570330238e-05 -3.4989131145559971e-06 -1.883989583802759e-05 -2.8277058074114133e-06 3.6708070781430627e-06 9.203244809170775e-06 -9.3900156051469319e-06 8.7025881822666155e-06 1.6077566278909217e-05 -1.4257348704761951e-05 4.1280200775872801e-06 -1.864123912014293e-05 8.9964214197379985e-06 8.9554311497998982e-06 7.8102692380009495e-06 -5.1598946435861852e-07 -1.1120761289278208e-05 -2.2382014707372513e-05 1.4099678716507827e-07 1.1361458342030852e-07 8.2223067344309374e-06
leaf_weight=23 20 25 25 23 30 21 37 443 20 25 62 20 56 27 21 21 27 20 28 32 32 22 21 37 493 23 21 1351 27 88
leaf_count=23 20 25 25 23 30 21 37 443 20 25 62 20 56 27 21 21 27 20 28 32 32 22 21 37 493 23 21 1351 27 88
internal_value=0 -4.09005e-08 1.08876e-08 -4.21289e-08 -3.10898e-06 1.18121e-06 -5.99275e-06 7.57468e-08 4.9274e-10 -7.68499e-07 3.89021e-06 -1.31131e-06 -9.0283e-07 -6.98348e-06 -2.85114e-07 -2.0433e-06 -3.80094e-07 3.68491e-06 -9.54943e-07 -1.34646e-06 -7.25661e-06 5.07304e-07 -7.18143e-07 -1.06779e-06 -3.99964e-07 -9.88683e-07 3.93754e-07 -1.97618e-07 -9.72822e-06 1.95182e-06
internal_weight=0 3098 3078 3053 113 88 58 2940 2917 987 103 884 859 68 83 48 791 98 693 666 64 78 602 581 553 516 1930 1399 48 531
internal_count=3121 3098 3078 3053 113 88 58 2940 2917 987 103 884 859 68 83 48 791 98 693 666 64 78 602 581 553 516 1930 1399 48 531
is_linear=0
shrinkage=0.1


Tree=5773
num_leaves=31
num_cat=0
split_feature=1210 1210 1208 1208 1210 1209 1210 1212 15 43 401 2 133 12 402 3 1212 42 403 132 50 1204 394 15 1212 402 403 129 402 402
split_gain=7.15069e-08 1.39646e-07 1.04429e-07 1.77726e-07 8.93246e-08 8.58623e-08 1.33368e-07 4.36046e-07 7.52335e-07 2.76402e-07 9.88262e-08 5.13528e-07 1.8097e-07 5.55496e-07 1.7847e-07 1.7207e-07 1.16935e-07 1.35548e-07 1.32718e-07 8.49903e-08 1.93032e-06 1.45252e-06 3.28121e-07 2.39774e-07 1.62266e-07 1.07024e-07 1.30273e-07 1.35516e-07 1.46534e-07 3.82533e-07
threshold=-0.42132499999999995 -0.14310999999999999 0.11846000000000001 0.10233500000000001 -0.094799999999999982 -0.087714999999999987 -0.064799999999999983 0.08759500000000002 0.084840000000000013 -0.029804999999999995 -0.06959499999999999 0.097385000000000013 0.51114000000000004 0.093765000000000015 -0.17105499999999998 -0.078084999999999988 -0.41556999999999994 0.089625000000000024 0.37674000000000007 -0.083284999999999984 0.097510000000000013 -0.082199999999999981 0.10969000000000002 0.092400000000000024 -0.09386499999999999 0.11522000000000002 0.10584500000000001 -0.082304999999999975 0.10708500000000001 0.098505000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 -7 -9 11 15 14 -14 -12 -8 17 -16 19 20 23 -21 24 -18 -23 26 27 -26 29 -29
right_child=1 2 -4 -5 5 6 10 9 -10 -11 12 -13 13 -15 16 -17 18 -19 -20 21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=5.3266857757989782e-06 -6.7210532213193216e-06 6.2503804043523775e-06 6.5950065845754586e-06 -8.4241225558798776e-06 5.0672383870484985e-06 1.5664750368283752e-06 4.757781344182902e-06 -4.897101706817575e-06 -2.5231630097550809e-05 1.1327559392763458e-05 7.9934903786644493e-06 1.741905660537668e-05 5.4982653432489317e-06 -1.7528805768630593e-05 4.1414506908733444e-07 -5.6584238518553323e-06 -1.079430947830703e-07 -1.0947783112853705e-05 7.1607484222533039e-06 -2.5752752782698901e-05 3.137721572898045e-05 -8.0650866748328551e-06 1.2503635116445367e-05 -1.1802930498561183e-05 8.2424598616626096e-06 5.8708467188426445e-06 -6.1885654371080283e-06 3.7551031906168933e-08 8.2909506718784725e-06 -1.2161287827439082e-05
leaf_weight=25 31 23 24 25 33 22 29 21 20 21 28 20 20 22 21 35 142 21 26 22 20 25 21 20 20 31 34 2272 21 26
leaf_count=25 31 23 24 25 33 22 29 21 20 21 28 20 20 22 21 35 142 21 26 22 20 25 21 20 20 31 34 2272 21 26
internal_value=0 -4.30172e-08 2.45258e-08 -2.73294e-08 4.22727e-08 -5.43411e-09 -6.19876e-08 -3.98965e-06 -1.11945e-05 3.21523e-06 5.27286e-08 3.43229e-06 -4.89486e-08 -6.56353e-06 5.05468e-08 -9.38581e-07 -3.11587e-08 -5.26682e-06 5.08927e-08 -1.87592e-08 2.0668e-06 -1.72308e-07 5.73942e-08 -1.55177e-06 -5.02102e-08 3.31392e-08 -4.31225e-08 4.62085e-08 -2.44793e-08 -1.00469e-07
internal_weight=0 3096 3065 3041 3016 2993 2960 84 42 42 2876 84 2792 42 2750 64 2722 42 2680 2654 182 2472 2450 162 2429 2404 2373 2339 2319 2298
internal_count=3121 3096 3065 3041 3016 2993 2960 84 42 42 2876 84 2792 42 2750 64 2722 42 2680 2654 182 2472 2450 162 2429 2404 2373 2339 2319 2298
is_linear=0
shrinkage=0.1


Tree=5774
num_leaves=31
num_cat=0
split_feature=132 1185 50 393 1208 1208 402 1209 1209 133 1185 1185 128 4 128 14 12 142 11 11 3 3 394 390 129 43 16 0 13 147
split_gain=7.56938e-08 4.18694e-07 1.63804e-07 2.1402e-07 7.55582e-08 1.04229e-07 1.03967e-07 2.42773e-07 9.29738e-08 7.48477e-08 7.8515e-08 8.10961e-08 1.12804e-07 2.65538e-07 1.92812e-07 1.7258e-07 5.86582e-07 5.27593e-07 2.68881e-07 1.83809e-07 1.58616e-07 3.01215e-07 1.4793e-07 2.07947e-07 1.52652e-07 1.44016e-07 2.68217e-07 6.37064e-07 2.60778e-07 1.69206e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.09227500000000001 0.10483000000000002 0.12461500000000002 0.10233500000000001 0.23460000000000003 0.10656 0.093955000000000011 -0.51151499999999983 0.093750000000000014 0.085600000000000009 0.089745000000000005 -0.080584999999999976 0.085955000000000018 0.078235000000000013 0.087075000000000014 -0.057499999999999989 0.076160000000000019 -1.0000000180025095e-35 -0.089819999999999983 -0.080484999999999987 -0.11103499999999998 0.090205000000000007 0.096450000000000022 0.084740000000000024 -0.23935499999999996 -0.097274999999999986 -0.093219999999999983 0.099230000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 9 -3 11 12 14 -14 15 17 18 -11 -17 -19 -15 -22 -21 24 25 29 -27 -28 -29 -24
right_child=1 4 -4 -5 -6 -7 -8 -9 -10 10 -12 -13 13 20 -16 16 -18 19 -20 22 21 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=6.137554327685931e-07 1.42051848689291e-05 4.2872010040219365e-06 -8.5221292529754041e-06 -9.3109948502387871e-06 -6.091445793572348e-06 5.2107718619691485e-06 -5.7537868058481707e-06 1.1047476277781243e-05 -5.9615658249010901e-06 1.5946314403793493e-05 -6.2600979890703459e-06 4.8815753764168169e-06 -1.1195121169862432e-05 -7.2809267831789021e-06 9.2148586250202608e-06 -4.6666070134701197e-06 -1.889697547258471e-05 -8.0279253592964649e-06 9.6463859725710281e-06 8.6858342592677223e-06 1.2182289232701547e-05 -3.0501927700670959e-06 1.2865066900083697e-07 -9.8574652968506747e-06 6.5102948487824392e-06 1.7843917443051105e-06 -2.189546268487859e-05 4.2009894348831789e-06 -9.8545858339672449e-06 7.5698626133428645e-06
leaf_weight=166 21 41 31 25 20 39 31 20 26 21 20 34 30 22 23 35 21 28 21 20 21 34 2144 21 37 62 21 33 22 31
leaf_count=166 21 41 31 25 20 39 31 20 26 21 20 34 30 22 23 35 21 28 21 20 21 34 2144 21 37 62 21 33 22 31
internal_value=0 1.36288e-07 -1.77963e-06 -6.85296e-07 3.36305e-08 7.64932e-08 5.46205e-09 6.94996e-08 -9.82103e-09 4.66142e-08 -1.77561e-08 2.88112e-08 -3.35213e-08 -3.21414e-06 1.00465e-07 1.71792e-08 -4.64407e-06 1.64276e-07 7.00765e-07 2.72679e-08 -1.04661e-07 2.76585e-06 1.21599e-07 4.93573e-08 1.37886e-07 3.59499e-08 -3.09667e-06 -7.07859e-06 -1.42124e-06 2.34709e-07
internal_weight=0 2899 222 191 2878 2858 2819 2788 2768 2742 2701 2681 2647 107 2540 2517 77 2440 56 2419 77 55 2391 2371 2350 2313 138 76 55 2175
internal_count=3121 2899 222 191 2878 2858 2819 2788 2768 2742 2701 2681 2647 107 2540 2517 77 2440 56 2419 77 55 2391 2371 2350 2313 138 76 55 2175
is_linear=0
shrinkage=0.1


Tree=5775
num_leaves=31
num_cat=0
split_feature=130 40 1186 132 13 2 3 129 1185 394 1203 394 12 12 2 1204 16 0 4 4 160 13 13 160 3 393 1212 2 402 481
split_gain=6.78355e-08 2.17588e-07 7.11281e-08 1.97927e-06 2.42817e-06 3.31871e-07 1.84668e-07 1.18849e-07 1.0426e-07 1.95728e-07 1.05656e-07 1.02301e-07 1.01609e-07 1.21447e-06 9.3664e-07 5.1032e-07 4.56334e-07 3.09974e-07 4.77681e-07 4.60627e-07 2.91131e-07 4.47902e-07 9.53977e-07 5.29989e-07 6.70577e-07 2.28045e-07 2.04085e-07 2.01442e-06 7.01569e-07 4.5698e-07
threshold=-0.23647499999999996 -0.23755499999999996 1.0000000180025095e-35 -0.083284999999999984 -0.01163 0.087625000000000022 -0.078244999999999995 -0.077709999999999987 0.08790000000000002 -0.10421499999999999 -1.0000000180025095e-35 -0.080844999999999986 0.090165000000000009 0.089570000000000025 0.088225000000000012 -0.080929999999999988 0.63636000000000015 0.12411500000000002 -0.50052499999999989 -0.49405499999999997 0.10580000000000002 -0.083894999999999983 -0.086919999999999983 0.50657000000000008 0.088060000000000013 0.09389500000000002 -0.089544999999999986 0.084715000000000013 0.11174500000000002 -0.087424999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 -5 -6 -7 -3 9 -9 -11 -12 13 20 -15 -14 17 19 -19 -17 25 22 -22 24 -23 26 27 -13 29 -28
right_child=1 2 3 4 5 6 -8 8 -10 10 11 12 15 14 -16 16 -18 18 -20 -21 21 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-5.8052011218023842e-06 8.9753713382378922e-06 -7.4589214938989491e-06 2.7962773754097728e-05 -3.5108206634504317e-05 1.2545799261025768e-05 -7.6994534744947241e-06 5.4107469189884365e-06 8.6185874736726811e-06 -5.7582462432037575e-06 6.0159513330810501e-06 -6.4009913960315045e-06 -1.381004063534482e-05 -1.6705847560842812e-05 4.2428595861565556e-06 3.2577183110902299e-05 -1.5681058393965943e-05 -1.3919224445999135e-05 1.8470507498849739e-05 -5.5261827383495099e-07 -3.4037606374033898e-07 -8.8574733981345323e-06 4.6442285400354942e-06 1.9531717507561554e-05 -2.3045933968595429e-05 -1.789491727157094e-05 1.0637188090965668e-05 -9.7054490864441822e-06 2.18294592611658e-05 -1.5225234428726254e-05 5.2656255411170509e-07
leaf_weight=20 27 22 24 20 29 22 21 26 32 28 26 29 20 28 20 20 25 22 33 917 29 33 20 21 22 21 45 35 30 1454
leaf_count=20 27 22 24 20 29 22 21 26 32 28 26 29 20 28 20 20 25 22 33 917 29 33 20 21 22 21 45 35 30 1454
internal_value=0 3.74451e-08 -4.10598e-08 2.388e-06 -4.28368e-06 4.27869e-06 -1.2968e-06 -1.36317e-07 -8.14475e-08 -1.88933e-08 -9.69247e-08 -1.56981e-07 -9.94937e-08 3.57447e-07 1.60488e-05 -8.86913e-07 -5.75823e-07 -2.39548e-07 7.05663e-06 -6.67819e-07 -7.56671e-08 -4.72501e-06 2.72995e-06 -9.53149e-06 -4.37143e-06 2.84412e-07 1.47934e-07 5.68031e-06 -8.36366e-08 2.19397e-07
internal_weight=0 3101 3074 116 92 72 43 2958 2936 2904 2878 2850 2824 1787 48 1037 1017 992 55 937 1739 125 49 76 55 1614 1593 64 1529 1499
internal_count=3121 3101 3074 116 92 72 43 2958 2936 2904 2878 2850 2824 1787 48 1037 1017 992 55 937 1739 125 49 76 55 1614 1593 64 1529 1499
is_linear=0
shrinkage=0.1


Tree=5776
num_leaves=31
num_cat=0
split_feature=132 1185 393 50 1186 391 1213 0 0 403 403 394 394 1210 1210 403 1210 1204 403 1209 1210 1212 1210 42 1208 403 43 12 13 40
split_gain=8.64528e-08 3.29545e-07 1.6065e-07 1.82358e-07 9.61913e-08 1.46869e-07 1.00539e-07 5.32489e-07 6.09978e-07 3.84321e-07 4.74766e-07 1.01531e-07 9.48836e-08 8.06651e-08 1.96203e-07 1.90096e-07 2.72234e-07 1.01651e-07 9.57573e-08 1.87249e-07 2.00869e-07 5.76e-07 1.60327e-07 8.43412e-07 1.68622e-07 1.05958e-07 9.33103e-08 2.97441e-07 1.80208e-07 7.96876e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.10483000000000002 0.09227500000000001 0.090275000000000008 -0.086319999999999994 0.10675500000000002 -0.087084999999999982 -0.082724999999999979 -0.34918499999999997 -0.028309999999999998 -0.089309999999999987 -0.086374999999999993 -0.42132499999999995 -0.14310999999999999 -0.55276999999999987 -0.094799999999999982 -0.081664999999999988 0.62200000000000011 -0.087714999999999987 -0.064799999999999983 0.08759500000000002 -0.0061249999999999994 0.089905000000000013 0.10837500000000001 -0.43370499999999995 -0.45785999999999999 0.10016000000000001 0.24813000000000004 -0.24452499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 11 -8 -9 -10 -11 -7 -13 -14 -15 -16 -17 -18 19 -19 21 -21 23 -22 25 -24 27 -27 29 -28
right_child=1 4 -4 -5 -6 6 7 8 9 10 -12 12 13 14 15 16 17 18 -20 20 22 -23 24 -25 -26 26 28 -29 -30 -31
leaf_value=3.8052747525847717e-07 1.2627195214268535e-05 -8.5506016537806322e-06 -8.8416686280809167e-06 -8.4809205401581029e-06 5.1204710723903048e-06 -4.9507061053840781e-06 1.5847979708269124e-05 -1.5555347999907099e-05 1.5584953623601907e-05 -9.9297544063749512e-06 1.0563793091478147e-05 6.2638843549696808e-06 6.1207967497639838e-06 -9.2972277580765479e-06 -9.0712561997031084e-06 1.1682007320814591e-05 5.7562604494402575e-06 8.0916661009463757e-06 -6.5221541302415309e-06 -1.691587053406133e-05 -4.5781694173759513e-06 3.5819191264730261e-06 6.3126350640301947e-06 2.1057825645021653e-05 -8.6399401880044035e-06 -9.2453222653906184e-07 1.9767342969601032e-05 1.311709145981736e-05 -7.1401102224405584e-06 -2.845057581824317e-07
leaf_weight=166 21 20 29 27 37 42 25 21 20 26 20 24 21 23 23 20 30 28 23 26 33 29 26 21 23 48 20 22 37 2190
leaf_count=166 21 20 29 27 37 42 25 21 20 26 20 24 21 23 23 20 30 28 23 26 33 29 26 21 23 48 20 22 37 2190
internal_value=0 1.45639e-07 -1.90192e-06 -8.59157e-07 5.45641e-08 -1.14122e-08 4.9128e-08 2.98517e-06 -7.11046e-07 4.01214e-06 -1.01952e-06 -7.22586e-08 4.56737e-09 -5.22709e-08 -1.01712e-07 -2.03357e-08 6.04761e-08 -3.04592e-08 -9.91851e-08 -4.01646e-08 -1.32161e-07 -6.10795e-06 3.65218e-09 5.39138e-06 -1.19314e-07 -3.56713e-08 -1.06908e-07 3.48855e-06 -2.18916e-07 -1.03041e-07
internal_weight=0 2899 222 193 2878 2841 2821 112 87 66 46 2709 2667 2643 2622 2599 2576 2556 2526 2503 2475 55 2420 54 2366 2343 2317 70 2247 2210
internal_count=3121 2899 222 193 2878 2841 2821 112 87 66 46 2709 2667 2643 2622 2599 2576 2556 2526 2503 2475 55 2420 54 2366 2343 2317 70 2247 2210
is_linear=0
shrinkage=0.1


Tree=5777
num_leaves=31
num_cat=0
split_feature=12 130 402 1212 401 132 1204 132 1186 1185 1213 50 42 130 42 1204 1203 133 10 0 1 51 9 10 43 1 2 43 52 1210
split_gain=8.69316e-08 1.73415e-07 8.28435e-08 1.637e-07 8.26618e-08 9.69088e-08 1.41088e-07 9.89842e-08 1.88802e-06 1.84958e-06 2.14859e-07 1.14179e-07 9.68562e-08 1.69243e-07 1.6328e-07 8.8846e-08 1.02813e-07 9.65273e-08 9.17757e-08 7.90954e-07 7.87964e-07 1.33245e-07 1.21793e-07 1.10892e-07 1.01374e-07 2.97753e-07 5.58329e-07 1.93658e-07 5.32759e-07 4.71765e-07
threshold=0.23631000000000002 -0.22461999999999996 0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.44750499999999993 0.053645000000000005 -0.083284999999999984 1.0000000180025095e-35 -0.083264999999999992 0.085835000000000009 0.09227500000000001 -0.0093649999999999983 0.09364500000000002 -0.085874999999999993 -0.081664999999999988 0.096550000000000011 -0.51151499999999983 -0.010699999999999999 -0.10224499999999999 0.096475000000000019 0.08955500000000001 0.08925000000000001 0.10513000000000002 0.084740000000000024 0.090275000000000008 0.10803500000000001 0.055925000000000009 0.10473500000000001 0.15724500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 10 -9 11 12 13 14 -7 -11 17 -17 19 -19 -21 -22 24 -24 27 -26 -27 29 -29 -20
right_child=-2 2 -4 -5 -6 6 -8 9 -10 15 -12 -13 -14 -15 -16 16 -18 18 22 20 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=8.0246946464723334e-06 -6.1251769219107593e-06 -5.615689001241399e-06 6.2346808655482685e-06 -8.8663819475360001e-06 5.8386993562938496e-06 1.3067632062302437e-06 7.3387052260351576e-06 -2.9767792451214822e-05 3.0344740185856136e-05 4.3804419736103306e-06 -1.0586807769394237e-05 -6.4221511860049093e-06 -3.3792453291425779e-06 -2.14823724769714e-06 1.4084877732329916e-05 6.9326782340795035e-06 -6.0797437267215831e-06 -1.9839478938427584e-05 1.4467295090001803e-07 1.8817704599314312e-05 -6.4482598734230127e-06 3.2094428502205123e-06 1.0817808433785103e-05 4.1339986594158249e-07 3.4062024478223183e-07 -2.1794240778945096e-05 2.5010332238808686e-07 1.6488878061768209e-07 1.9134501508233372e-05 -1.3668456234881887e-05
leaf_weight=27 23 31 21 21 24 20 26 21 21 46 23 23 30 31 20 20 28 22 2250 20 50 20 20 21 113 20 27 57 20 25
leaf_count=27 23 31 21 21 24 20 26 21 21 46 23 23 30 31 20 20 28 22 2250 20 50 20 20 21 113 20 27 57 20 25
internal_value=0 4.54775e-08 -2.46752e-08 -6.77724e-08 -6.77179e-09 -5.34577e-08 4.52113e-09 -6.0163e-08 2.29699e-06 -2.02609e-07 -1.70984e-06 -6.33014e-08 1.38475e-06 3.39771e-06 7.69582e-06 2.24246e-08 -5.14673e-08 1.13974e-08 -4.05447e-08 -2.84231e-06 1.31256e-06 -3.68892e-06 8.23686e-08 5.48872e-06 -5.87202e-09 -2.44151e-06 -9.13047e-06 1.59818e-07 5.09206e-06 -7.11968e-09
internal_weight=0 3098 3071 3050 3029 3005 2974 2948 168 2780 147 124 101 71 40 2759 2713 2685 2665 112 90 70 2553 41 2512 160 47 2352 77 2275
internal_count=3121 3098 3071 3050 3029 3005 2974 2948 168 2780 147 124 101 71 40 2759 2713 2685 2665 112 90 70 2553 41 2512 160 47 2352 77 2275
is_linear=0
shrinkage=0.1


Tree=5778
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 1 121 9 10 2 2 3 33 10 10 1 2 46 472 1429 156 1429 1208 1208 1209 403 43 43 0 43 2
split_gain=8.25526e-08 4.1592e-07 2.05695e-07 1.38587e-07 8.37475e-08 2.37762e-07 9.55595e-08 2.15126e-07 5.10653e-07 1.69054e-07 1.27122e-07 1.02241e-07 1.37495e-07 3.9581e-07 2.27994e-07 1.53813e-07 1.02528e-07 2.1314e-07 8.24503e-08 1.92124e-07 1.79248e-07 8.32197e-08 2.00449e-07 1.07366e-07 8.40082e-07 1.21349e-07 5.02823e-07 3.40704e-07 3.23959e-07 5.10427e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 0.16540500000000002 -0.094339999999999993 0.092890000000000014 0.053330000000000009 -0.15339499999999998 -0.090999999999999984 -0.023499999999999997 0.085305000000000006 -0.013164999999999998 -0.0091199999999999979 0.12408500000000001 -0.0050599999999999994 0.10253500000000002 0.094800000000000009 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 0.11846000000000001 0.10683000000000002 -0.087714999999999987 -0.0047449999999999992 -0.0082299999999999995 -0.0064299999999999991 -0.084804999999999978 -0.010739999999999998 0.084305000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 7 9 -9 -7 -8 12 14 -14 -11 -15 17 18 -17 20 -20 22 23 24 -22 28 27 -27 -25 -30
right_child=1 4 -4 -5 -6 6 10 8 -10 11 -12 -13 13 15 -16 16 -18 -19 19 -21 21 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=1.1502920707264573e-07 1.416455154412688e-05 -9.9217991267626829e-06 -1.1275739391673294e-05 -7.841663460567362e-06 5.8026604729093383e-06 7.7072672591635517e-06 -7.1076275389714291e-07 3.9277667838177877e-06 -1.8125254670546079e-05 1.3492486741597532e-05 1.0564078456809513e-05 -6.607445558746922e-06 -1.2524901239657993e-05 7.9238949765567675e-06 -1.2598341713369751e-06 6.2640894828378118e-06 -6.3306561714853166e-06 1.0387472403863285e-05 9.4791578533204301e-06 -9.7901465733230007e-06 1.6457906689605874e-05 5.8344834883428121e-06 -9.3745596896054479e-06 1.9564006792437823e-07 -9.8669306755606485e-06 -2.6160336946387281e-06 -4.6475582471828339e-07 -2.0215203697013997e-05 -3.1779936596814718e-06 1.7021550724919131e-05
leaf_weight=176 21 24 21 25 25 29 20 21 21 20 20 23 25 25 22 21 25 20 20 20 27 24 23 1415 22 22 891 22 22 29
leaf_count=176 21 24 21 25 25 29 20 21 21 20 20 23 25 25 22 21 25 20 20 20 27 24 23 1415 22 22 891 22 22 29
internal_value=0 1.42337e-07 -1.8585e-06 -8.74609e-07 4.00202e-08 -1.04761e-08 7.36072e-08 4.00449e-09 -7.09874e-06 1.12601e-07 4.92666e-06 3.15692e-08 8.82287e-08 -1.64234e-09 5.76508e-06 1.17491e-07 4.25156e-08 1.04319e-07 2.39191e-08 -2.77339e-08 4.98379e-08 -2.56873e-08 -8.25591e-08 4.6719e-09 4.63859e-06 -8.98979e-08 -9.80091e-07 -1.14156e-05 4.77858e-07 8.30802e-06
internal_weight=0 2899 222 201 2878 2853 2829 2789 42 2747 40 2718 2695 2653 42 2628 2603 2578 2558 2537 2517 2497 2473 2450 49 2401 935 44 1466 51
internal_count=3121 2899 222 201 2878 2853 2829 2789 42 2747 40 2718 2695 2653 42 2628 2603 2578 2558 2537 2517 2497 2473 2450 49 2401 935 44 1466 51
is_linear=0
shrinkage=0.1


Tree=5779
num_leaves=31
num_cat=0
split_feature=130 39 132 393 393 50 403 398 132 400 2 132 1186 391 128 124 15 34 104 34 133 33 45 142 52 52 12 52 403 13
split_gain=7.59092e-08 2.08917e-07 8.3023e-08 3.43789e-07 1.65322e-07 1.18432e-07 7.77189e-08 1.2052e-07 1.57755e-07 2.87091e-07 2.63993e-07 1.13363e-07 7.42265e-08 1.22725e-07 8.93229e-08 1.1624e-07 7.19638e-08 8.0666e-08 1.3592e-07 1.13637e-07 4.93092e-07 3.5065e-07 1.1855e-07 1.11683e-07 8.34397e-08 3.91461e-07 1.05073e-06 6.71387e-07 4.23129e-07 2.30389e-07
threshold=-0.23647499999999996 0.15438500000000002 -0.083174999999999985 0.12069000000000002 0.10483000000000002 0.09227500000000001 -0.090484999999999996 0.10586000000000002 -0.41094499999999995 -1.0000000180025095e-35 0.097385000000000013 -0.095229999999999995 0.090275000000000008 -0.086319999999999994 0.11976500000000002 -0.11999499999999998 0.23208000000000004 -0.097449999999999981 0.083745000000000014 -0.057544999999999992 0.087495000000000003 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 0.091275000000000009 0.10160000000000001 0.091475000000000015 0.10611000000000001 -0.44023999999999991 -0.097224999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 12 5 6 -2 8 10 11 -8 -10 13 -4 15 -15 17 -17 19 20 -19 -21 23 -23 -25 26 -26 -27 -29 -30
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 -12 -13 -14 14 -16 16 -18 18 -20 21 -22 22 -24 24 25 27 -28 28 29 -31
leaf_value=-6.1409594763972569e-06 5.8544301412309454e-06 9.3334287233422703e-06 -7.8432251348203858e-06 1.2859024112306847e-05 -8.9398899427610082e-06 -6.9736354480146142e-06 -4.4338107806612722e-06 6.5389857536501959e-06 5.0803672669038258e-06 -1.4207192312328105e-05 1.1073943619521743e-05 -4.1647585773161054e-06 4.8058164509257045e-06 -7.1105186422122957e-06 6.5155070582737353e-06 4.9733506443772064e-06 5.7246620558130836e-06 1.5873229902364404e-05 -7.7316154958047573e-06 -1.3290857468746255e-05 -4.2950552159271424e-06 7.1697773240554271e-06 -6.1458172944361245e-06 3.2779001111508275e-07 2.3105563478667236e-06 1.4240601301700678e-05 -2.1181999526368492e-05 -1.417909111247038e-05 5.5525056114227922e-06 -1.1468752572916776e-06
leaf_weight=20 21 24 20 21 29 27 23 20 21 22 21 36 32 23 21 32 22 22 23 20 27 22 31 1955 45 31 33 23 59 395
leaf_count=20 21 24 20 21 29 27 23 20 21 22 21 36 32 23 21 32 22 22 23 20 27 22 31 1955 45 31 33 23 59 395
internal_value=0 3.96076e-08 -3.28824e-08 1.1126e-07 -1.90477e-06 -8.36608e-07 1.73757e-07 -6.60468e-07 -1.83111e-06 -4.50382e-06 2.96762e-06 -7.5866e-07 1.68654e-08 -3.77874e-08 1.82862e-08 -3.10955e-08 2.83303e-08 -1.77769e-08 -7.72393e-08 -1.11294e-08 4.76009e-06 -1.00567e-07 1.13143e-09 7.548e-08 1.40575e-08 -1.03261e-06 -7.6286e-06 -1.98393e-08 -9.46618e-07 -2.76251e-07
internal_weight=0 3101 3077 2857 220 191 164 143 123 79 44 57 2836 2804 2784 2763 2740 2718 2686 2663 49 2614 2594 2563 2541 586 78 508 477 454
internal_count=3121 3101 3077 2857 220 191 164 143 123 79 44 57 2836 2804 2784 2763 2740 2718 2686 2663 49 2614 2594 2563 2541 586 78 508 477 454
is_linear=0
shrinkage=0.1


Tree=5780
num_leaves=31
num_cat=0
split_feature=421 9 2 10 2 149 2 2 9 2 44 1429 156 1425 1426 447 48 147 40 120 2 2 2 480 1208 402 3 2 42 133
split_gain=8.15132e-08 1.34211e-07 2.62934e-07 1.71436e-07 4.25142e-07 1.57656e-07 1.54636e-07 1.24327e-07 1.99502e-07 1.09668e-07 8.84224e-08 1.46204e-07 2.53871e-07 9.11612e-08 9.78258e-08 9.3452e-08 4.25187e-07 1.41883e-07 1.02758e-07 2.10304e-07 1.01304e-07 1.27625e-06 5.72615e-07 3.85576e-07 3.1308e-07 2.75772e-07 2.64748e-07 7.92305e-07 5.6947e-07 5.4388e-07
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 0.053330000000000009 -0.15339499999999998 0.097720000000000015 -0.080614999999999978 -0.0091949999999999983 -0.08477999999999998 -1.0000000180025095e-35 0.084760000000000016 -0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 0.088380000000000014 -0.078514999999999988 0.092780000000000015 -0.24290999999999999 0.090440000000000006 0.093320000000000014 0.092635000000000009 0.093840000000000021 0.11144000000000001 0.099975000000000008 -0.44724499999999995 -0.072894999999999988 0.096325000000000008 0.097640000000000018 0.089595000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2 8 -8 -9 11 -11 13 14 15 17 -17 18 -13 20 21 23 -22 -20 25 -24 28 -28 29 -27
right_child=1 2 -4 4 -6 -7 7 9 -10 10 -12 12 -14 -15 -16 16 -18 -19 19 -21 22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-6.3635991290311734e-06 6.4605667375872144e-06 -1.3744676516580512e-06 1.4008663245022036e-05 3.6773916300652288e-06 -1.6444668093148116e-05 -7.1634850701229879e-06 5.712529400625499e-07 7.5042536650471453e-06 -1.2322622621598255e-05 -8.5136723964751581e-06 4.6283107990131528e-06 -7.1312306590698429e-06 1.1293093812128064e-05 -6.1502854881230935e-06 7.007940016592329e-06 -1.25211196230642e-05 3.5983190880667988e-06 7.5784848268085626e-06 2.0488903482727918e-07 1.0279249977429572e-05 -1.4672949014468407e-05 1.8572258451405633e-05 -1.0452171043035767e-05 -1.3765943476755638e-05 1.1668181087727481e-05 2.847581016885945e-06 -1.7402872717206441e-05 -8.7679537384082956e-07 1.3027336266392153e-05 -5.7389638425861666e-06
leaf_weight=20 38 25 20 21 21 30 28 20 21 20 42 20 20 24 20 30 36 25 1609 20 29 38 28 20 21 248 31 452 39 105
leaf_count=20 38 25 20 21 21 30 28 20 21 20 42 20 20 24 20 30 36 25 1609 20 29 38 28 20 21 248 31 452 39 105
internal_value=0 4.10455e-08 5.46248e-06 -3.87859e-08 -6.38364e-06 4.96295e-08 1.22147e-07 4.03891e-08 -4.95469e-06 1.24876e-07 7.35771e-08 6.09951e-09 6.66308e-08 -1.37017e-08 3.94481e-08 -1.12135e-08 -3.7287e-06 8.01661e-08 9.69313e-09 6.3791e-08 -1.41896e-08 4.55965e-07 -8.3659e-07 3.33625e-08 -4.02332e-07 -6.83041e-07 -3.70429e-07 -1.93748e-06 1.5604e-06 2.9351e-07
internal_weight=0 3101 45 3056 42 3014 2984 2946 49 2897 2877 2835 2815 2795 2771 2751 66 2685 2660 2640 2620 1667 953 1629 924 903 875 483 392 353
internal_count=3121 3101 45 3056 42 3014 2984 2946 49 2897 2877 2835 2815 2795 2771 2751 66 2685 2660 2640 2620 1667 953 1629 924 903 875 483 392 353
is_linear=0
shrinkage=0.1


Tree=5781
num_leaves=31
num_cat=0
split_feature=1447 3 1456 1447 403 1447 1451 1453 51 51 473 16 472 159 403 1210 160 160 481 484 52 1447 480 1456 1429 42 483 42 12 13
split_gain=7.36878e-08 2.55716e-07 4.10321e-07 2.02361e-07 2.94759e-07 2.9431e-07 1.39348e-07 1.47234e-07 1.56468e-07 1.39411e-07 1.96296e-07 1.63423e-07 2.20949e-07 1.38724e-07 1.20321e-07 2.70979e-07 1.07996e-07 1.8339e-07 1.56606e-07 7.57684e-07 8.75682e-07 4.60895e-07 3.53414e-07 2.58403e-07 1.45722e-07 2.08463e-07 1.48066e-07 7.21191e-07 4.65454e-07 2.9943e-07
threshold=-0.086849999999999997 -0.085784999999999986 0.085090000000000013 -0.086279999999999982 -0.55327499999999985 -0.085644999999999985 0.087145000000000014 1.0000000180025095e-35 -0.46621499999999999 -0.44986999999999994 -0.072684999999999986 0.63636000000000015 -0.15279499999999999 -0.10296999999999999 -0.54856499999999986 -0.41266499999999995 -0.54913999999999985 -0.53908999999999996 -0.073474999999999985 0.062030000000000009 1.0000000180025095e-35 -0.08039499999999998 0.10272000000000002 0.11253500000000001 0.091545000000000015 0.088670000000000013 0.098395000000000024 0.096610000000000015 0.23631000000000002 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 -2 -5 -6 7 8 -7 -10 -11 12 -12 -3 -14 -16 -17 -18 19 20 -19 -20 23 24 26 -26 28 29 -23 -28
right_child=3 2 -4 4 5 6 -8 -9 9 10 11 -13 14 -15 15 16 17 18 21 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-6.3407240469876517e-06 -9.4251498882405712e-06 6.3416842229863905e-06 1.799730588345483e-05 9.536924083874965e-06 -1.1908582679000444e-05 7.0213346471944305e-06 6.0701490713814269e-06 -8.448584084724027e-06 -8.2393163124617701e-06 9.1393689692030538e-06 1.0169823733685051e-05 -6.7387121976640336e-06 -7.1761206243081693e-06 -5.1525783852585376e-06 1.1251222089673061e-05 5.0725218898151077e-06 -9.1189154950963865e-06 9.6793024430604962e-07 -1.5057837143623538e-05 -1.2281689076031478e-05 2.3373822670272113e-05 -9.8975388702626802e-08 1.189535357373946e-05 -1.0848217947489542e-05 -1.2617732667225741e-07 -1.1810323842207884e-05 3.3222391432256398e-06 2.0129701384316183e-05 -1.5419987046243478e-05 -1.0994437373786545e-05
leaf_weight=22 23 21 20 32 21 31 37 21 21 23 21 37 24 21 21 39 23 53 21 23 26 2320 24 23 37 26 48 21 20 21
leaf_count=22 23 21 20 32 21 31 37 21 21 23 21 37 24 21 21 39 23 53 21 23 26 2320 24 23 37 26 48 21 20 21
internal_value=0 2.92168e-06 6.20834e-06 -8.08135e-08 -9.50632e-09 -1.1195e-07 -2.82855e-08 -1.05454e-07 -4.51011e-08 -1.21375e-07 -6.15799e-08 -1.36411e-07 -4.88848e-08 5.94553e-07 -1.26355e-07 -6.47403e-08 -1.51946e-07 -2.27804e-07 -1.51012e-07 3.69158e-06 8.34202e-06 -3.04056e-07 -1.82076e-07 -2.97282e-07 -1.9994e-07 -4.94821e-06 -7.68373e-08 3.90342e-06 -2.29924e-07 -1.03501e-06
internal_weight=0 84 62 3037 3014 2982 2961 2924 2903 2872 2851 2828 2791 42 2770 2746 2725 2686 2663 102 79 2561 2540 2516 2493 63 2430 90 2340 69
internal_count=3121 84 62 3037 3014 2982 2961 2924 2903 2872 2851 2828 2791 42 2770 2746 2725 2686 2663 102 79 2561 2540 2516 2493 63 2430 90 2340 69
is_linear=0
shrinkage=0.1


Tree=5782
num_leaves=31
num_cat=0
split_feature=472 1429 1426 1428 1428 474 474 1429 157 484 157 2 1 49 2 1371 160 1375 150 150 147 147 150 154 1456 1429 0 1446 3 12
split_gain=7.49479e-08 2.15839e-07 8.436e-08 1.43756e-07 8.17763e-08 2.00432e-07 8.7895e-08 1.40159e-07 1.02787e-07 5.07848e-07 4.82403e-07 3.59693e-07 5.57651e-07 5.85175e-07 3.52361e-07 2.30415e-07 5.25648e-07 1.60384e-07 4.42492e-07 1.1235e-07 2.59741e-07 1.62251e-07 1.0647e-07 1.04338e-07 1.34521e-07 1.62074e-07 1.20909e-07 1.03137e-07 4.27585e-07 5.89303e-07
threshold=-0.38234499999999999 -0.23587499999999997 -0.081389999999999976 0.092095000000000024 -0.071779999999999997 -0.42010499999999995 -0.082254999999999981 -0.060529999999999994 -0.087424999999999989 0.085790000000000019 -0.086394999999999986 0.087470000000000006 0.10171500000000001 0.065470000000000014 0.082850000000000021 0.083235000000000017 -0.080934999999999993 -0.085004999999999983 0.10918000000000001 0.12706500000000001 0.097985000000000017 0.092070000000000013 0.11656000000000001 0.085530000000000009 0.11510000000000002 0.11081000000000001 -0.24955499999999997 0.096495000000000011 -0.082689999999999986 0.089570000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 -8 9 11 -10 14 13 -13 -9 17 -17 18 -12 20 21 22 23 24 25 26 -19 -28 -29 -30
right_child=1 2 3 -5 5 6 7 8 10 -11 15 12 -14 -15 -16 16 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-5.56671193786921e-06 9.6943525022652473e-06 -5.8143746919085974e-06 -6.4209364154521609e-06 7.1506759728176151e-06 9.7300089215596462e-06 -5.2061282944619467e-06 7.935499735884316e-06 -1.4604864304601506e-06 1.3882842675229766e-05 -1.7061468991284659e-05 1.335885490041091e-05 -1.2895625267057249e-06 8.9165932617366446e-06 -2.3685503908268402e-05 1.6276708210972131e-05 -1.9114119904770636e-05 3.5383093334184236e-06 7.2236271475760638e-06 -4.3309354693449755e-06 6.2300408769390607e-06 -8.3457354890015271e-06 7.8420651824182216e-06 -6.4641892042625566e-06 -7.2268399708264042e-06 5.9294435136268333e-06 -9.0314388580736713e-06 -1.6802355652663524e-07 1.5609389971532872e-05 -1.2298501890957901e-05 1.0943577294710848e-05
leaf_weight=24 23 25 20 28 21 33 22 24 25 21 31 28 21 20 21 20 21 23 26 28 38 26 26 20 38 20 2383 21 24 20
leaf_count=24 23 25 20 28 21 33 22 24 25 21 31 28 21 20 21 20 21 23 26 28 38 26 26 20 38 20 2383 21 24 20
internal_value=0 4.31261e-08 -2.90854e-08 1.83505e-08 -4.77551e-08 -5.28141e-09 -7.38858e-08 -1.64158e-08 -7.62251e-08 -2.77112e-06 5.4173e-08 -1.38686e-07 -4.67492e-06 -1.06212e-05 6.81687e-06 -7.08602e-08 -7.51166e-06 4.11341e-08 5.28983e-06 -7.10427e-08 -1.37898e-07 -1.79831e-08 -9.73467e-08 -3.24044e-08 2.44911e-08 -6.55884e-08 6.98016e-09 -6.08233e-08 3.8693e-06 -1.73392e-06
internal_weight=0 3097 3074 3049 3021 3001 2980 2947 2925 135 2790 114 69 48 45 2765 41 2724 57 2667 2639 2601 2575 2549 2529 2491 2471 2448 65 44
internal_count=3121 3097 3074 3049 3021 3001 2980 2947 2925 135 2790 114 69 48 45 2765 41 2724 57 2667 2639 2601 2575 2549 2529 2491 2471 2448 65 44
is_linear=0
shrinkage=0.1


Tree=5783
num_leaves=31
num_cat=0
split_feature=1429 1420 475 475 157 157 157 1453 42 2 2 2 484 10 2 42 158 40 42 16 40 14 471 0 1 3 1 11 2 1426
split_gain=6.67654e-08 1.30174e-07 1.3479e-07 2.31503e-07 1.54534e-07 1.38042e-07 1.14689e-07 1.11344e-07 9.8275e-08 8.99479e-08 6.0759e-07 4.67933e-07 2.89941e-07 4.17351e-07 7.73673e-07 3.51126e-07 2.59025e-07 2.72855e-07 2.63145e-07 2.57271e-07 2.48844e-07 2.34326e-07 4.68375e-07 2.44933e-07 2.04557e-07 5.7514e-07 4.04562e-07 1.91964e-07 2.83337e-07 2.57737e-07
threshold=0.12521000000000002 -0.086589999999999986 -0.50059999999999982 -0.24431999999999998 0.11933000000000001 0.10119000000000002 0.084490000000000023 0.09648000000000001 0.089015000000000025 0.11682500000000001 0.11747 0.11510000000000002 0.10126500000000001 -0.38124499999999995 0.31765000000000004 0.15021500000000002 0.10380000000000002 -0.049474999999999998 0.10369500000000002 0.63636000000000015 -0.07334499999999998 -0.31455999999999995 0.094575000000000006 -0.24955499999999997 0.10920500000000001 -0.075359999999999996 0.117245 0.090070000000000025 0.088055000000000008 -0.085619999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 9 -6 11 -11 19 13 14 -12 16 17 20 24 21 -15 -5 23 -23 25 -19 -26 29 -29 -25
right_child=-2 2 3 4 8 -7 -8 -9 -10 10 12 -13 -14 15 -16 -17 -18 18 -20 -21 -22 22 -24 27 26 -27 -28 28 -30 -31
leaf_value=-7.8836435466742149e-06 5.7592392249716805e-06 8.199108078770223e-06 -8.7784650910786407e-06 9.8938503754197882e-06 1.1180539629549458e-05 -6.7824226304461871e-06 5.6450876052672865e-06 6.3581571309980611e-06 1.2671658123508677e-06 -1.6586295008892196e-05 -3.0866601145649129e-06 1.1956208684502848e-05 -1.2182150507662471e-05 -6.403230996041995e-08 2.3806022592225419e-05 -1.3271659050091828e-05 1.052983600510786e-05 -6.6796766637148369e-06 -1.0956568021458503e-05 -1.1326692647344318e-05 1.4243095188248845e-05 1.0593762429132107e-05 -1.5275984924301157e-05 -1.143260798926349e-05 -1.5993976437909753e-05 1.397497416551882e-05 -7.6484106835619278e-07 -2.2527949772666038e-06 1.3863199569641438e-05 -3.1806205757356315e-08
leaf_weight=21 20 20 30 24 20 30 36 27 20 25 23 33 20 31 20 22 21 26 32 20 20 22 20 20 21 28 103 20 24 2322
leaf_count=21 20 20 30 24 20 30 36 27 20 25 23 33 20 31 20 22 21 26 32 20 20 22 20 20 21 28 103 20 24 2322
internal_value=0 -3.71374e-08 1.63615e-08 -3.71205e-08 4.94275e-08 -3.31735e-08 3.5231e-08 -3.3837e-08 6.22385e-06 -9.34103e-08 -1.50199e-06 1.27014e-07 -4.74451e-07 2.00345e-07 9.42156e-06 -1.10397e-06 -1.5472e-07 -1.0144e-06 -2.60778e-06 -3.08995e-08 5.54661e-06 6.12358e-08 -3.59564e-08 9.06219e-08 -1.10688e-06 4.03014e-06 -3.34397e-06 -6.22183e-09 6.53775e-06 -1.29166e-07
internal_weight=0 3101 3080 3060 3030 2990 2960 2924 40 2897 392 2505 367 347 43 304 282 261 210 2472 51 2452 2428 2408 178 54 124 2386 44 2342
internal_count=3121 3101 3080 3060 3030 2990 2960 2924 40 2897 392 2505 367 347 43 304 282 261 210 2472 51 2452 2428 2408 178 54 124 2386 44 2342
is_linear=0
shrinkage=0.1


Tree=5784
num_leaves=31
num_cat=0
split_feature=1447 52 484 1447 403 1447 1447 1447 480 479 483 482 403 1210 484 133 43 484 2 158 160 482 482 1 482 16 482 474 1453 51
split_gain=6.64057e-08 2.35706e-07 4.94413e-07 1.5681e-07 2.40167e-07 2.34083e-07 1.43112e-07 1.48914e-07 2.44037e-07 1.63835e-07 2.93024e-07 1.97383e-07 1.14781e-07 2.18651e-07 1.01998e-07 3.14092e-07 3.31048e-07 1.94335e-07 1.46158e-07 1.22241e-07 2.08327e-07 1.49266e-07 3.43028e-07 5.40025e-07 4.64138e-07 5.82482e-07 2.82577e-07 1.8675e-07 1.29936e-07 1.93065e-07
threshold=-0.086849999999999997 0.26746000000000009 -0.081684999999999994 -0.086279999999999982 -0.55327499999999985 -0.085644999999999985 -0.084334999999999979 -0.082824999999999982 0.11471500000000003 0.086465000000000014 -0.47356499999999996 -0.29722999999999994 -0.54856499999999986 -0.41266499999999995 -0.093244999999999981 0.086990000000000012 -0.077044999999999988 -0.088654999999999998 0.084145000000000011 -0.46695499999999995 0.0065900000000000012 0.11117500000000001 0.098465000000000011 0.16540500000000002 0.089745000000000005 -0.0083599999999999976 0.086210000000000023 0.096295000000000019 -0.079219999999999985 -0.44986999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 -7 -8 9 10 -9 -12 -13 -14 15 16 -15 -16 -18 20 -19 22 23 24 26 -26 28 -23 -21 -30
right_child=3 -3 -4 4 5 6 7 8 -10 -11 11 12 13 14 17 -17 18 19 -20 21 -22 27 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-1.7734213837979338e-06 -8.3023935708890505e-06 -6.7023305709312804e-06 1.6023805538780935e-05 8.6032144307246486e-06 -1.0627030046418355e-05 7.5022328219347401e-06 -6.487969283676244e-06 -1.1788784013333499e-05 9.1107883643668057e-06 -6.5460603461057578e-06 8.7403866525794278e-06 -7.2076964773838299e-06 1.0209132042724551e-05 -7.7889837466254665e-06 -9.9904381011128868e-06 1.0350355561465557e-05 -2.0289122155438897e-06 -1.2816267814628192e-05 8.3727615141729739e-06 7.9676567179376447e-06 1.4444175230025958e-06 1.1991116082793705e-05 -1.2265590796390746e-05 1.4626335099819697e-05 -2.2927705354049978e-05 1.7947916906753867e-07 1.1877192328029196e-05 -1.0520383641830581e-06 -8.8679288182902379e-06 -3.3437745342910118e-08
leaf_weight=37 23 20 27 32 21 25 36 21 29 39 26 22 21 37 20 38 22 20 35 20 21 23 23 25 20 24 20 21 25 2348
leaf_count=37 23 20 27 32 21 25 36 21 29 39 26 22 21 37 20 38 22 20 35 20 21 23 23 25 20 24 20 21 25 2348
internal_value=0 2.77357e-06 5.73478e-06 -7.67149e-08 -1.39442e-08 -1.06415e-07 -3.18011e-08 -9.59533e-08 -1.66042e-08 -1.088e-07 -2.01514e-08 6.7768e-08 -1.31972e-08 4.4088e-08 -3.37625e-08 2.67827e-06 -4.23211e-07 -1.70923e-07 4.35808e-06 -9.50964e-08 -5.51201e-06 -7.96666e-09 -1.09385e-07 3.26298e-09 -1.45527e-07 -1.03238e-05 4.00692e-08 5.76597e-06 -5.88621e-08 -1.26511e-07
internal_weight=0 84 64 3037 3014 2982 2961 2936 2900 2871 2832 2811 2785 2763 2742 132 94 2610 57 2590 41 2549 2505 2482 2457 44 2413 44 2393 2373
internal_count=3121 84 64 3037 3014 2982 2961 2936 2900 2871 2832 2811 2785 2763 2742 132 94 2610 57 2590 41 2549 2505 2482 2457 44 2413 44 2393 2373
is_linear=0
shrinkage=0.1


Tree=5785
num_leaves=31
num_cat=0
split_feature=1447 133 4 481 1446 403 1447 1447 1446 479 481 480 483 471 483 42 12 13 160 4 483 456 1 483 475 16 1371 51 474 4
split_gain=6.66164e-08 7.25106e-07 4.81251e-07 4.32376e-07 4.70461e-07 4.26331e-07 2.21291e-07 1.23496e-07 4.72945e-07 2.12588e-07 1.66015e-07 2.22673e-07 3.79684e-07 1.61985e-07 1.32547e-07 5.04806e-07 3.7986e-07 2.13734e-07 2.81264e-07 1.69554e-07 1.79062e-07 1.87425e-07 2.86846e-07 1.29836e-07 1.30281e-07 7.75771e-07 4.3088e-07 2.38655e-07 4.03938e-07 1.62813e-07
threshold=-0.085684999999999997 0.091250000000000012 -0.081609999999999988 -0.081334999999999977 0.037915000000000011 -0.55276999999999987 -0.084334999999999979 -0.081174999999999983 0.088645000000000015 0.10713500000000002 -0.15265499999999996 0.10252000000000001 0.10357500000000001 0.094575000000000006 0.098395000000000024 0.096610000000000015 0.23631000000000002 -0.074044999999999986 -0.072114999999999985 0.63113500000000011 0.08981500000000002 0.091055000000000011 0.082535000000000011 0.086230000000000015 -0.085774999999999976 -0.0087049999999999992 0.083235000000000017 -0.12463499999999998 0.085020000000000012 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -2 -7 8 -8 10 -9 13 -13 14 16 17 19 18 -16 20 23 22 -22 24 25 -12 -26 29 -29 -27
right_child=5 -3 3 4 -6 6 7 9 -10 -11 11 12 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 26 27 -28 28 -30 -31
leaf_value=-1.1079196726562011e-05 -1.2163657802061765e-05 1.9743742577702508e-05 1.1623193360199887e-05 7.9085216817648402e-06 -1.2394516430504157e-05 9.0321740942642827e-06 -1.6221094758541521e-05 -7.0014413950048043e-06 2.202646051629424e-06 8.5498111761337683e-06 -1.7550250363299336e-05 1.7204843925355817e-05 -2.047282619276389e-06 -7.1535076138218301e-06 2.7913590516244076e-06 1.6954853047288702e-05 -1.3864635241134239e-05 8.3268672555773683e-06 -1.102541271813187e-05 8.3360299887165944e-06 -1.6619173070269072e-05 2.8072449995739765e-06 -1.2881385251043518e-06 6.2619301988061956e-06 -5.2883141288396606e-08 1.2748395766677623e-06 1.082433136678053e-05 1.2698925901588609e-05 -3.7477781891733943e-06 -1.1332152086538373e-05
leaf_weight=33 29 20 35 21 25 27 22 34 38 29 29 20 21 32 34 22 20 22 26 24 23 21 26 33 2317 21 37 32 28 20
leaf_count=33 29 20 35 21 25 27 22 34 38 29 29 20 21 32 34 22 20 22 26 24 23 21 26 33 2317 21 37 32 28 20
internal_value=0 2.18126e-06 -8.99874e-07 3.24726e-06 -3.12574e-06 -9.78594e-08 2.04328e-08 -6.25822e-08 -4.55273e-06 3.12557e-08 -5.56684e-08 2.84329e-08 7.344e-06 -7.99655e-08 2.79627e-09 3.50426e-06 -1.35612e-07 -1.04432e-07 -3.19591e-06 -3.04492e-08 -1.08066e-07 -5.09686e-06 -8.48434e-06 3.06766e-08 -5.21058e-08 -3.13385e-06 1.18084e-07 1.00551e-06 5.0238e-06 -4.87491e-06
internal_weight=0 134 114 81 46 2987 2958 2931 60 2871 2842 2808 41 2767 2735 104 2631 82 60 2611 2587 70 49 2517 2484 130 2354 101 60 41
internal_count=3121 134 114 81 46 2987 2958 2931 60 2871 2842 2808 41 2767 2735 104 2631 82 60 2611 2587 70 49 2517 2484 130 2354 101 60 41
is_linear=0
shrinkage=0.1


Tree=5786
num_leaves=31
num_cat=0
split_feature=40 130 42 132 399 1203 393 12 1186 129 130 130 13 130 394 10 16 9 51 33 15 1374 1375 1375 1372 150 147 12 13 447
split_gain=6.88575e-08 2.25852e-07 1.93103e-07 7.41045e-08 3.41484e-07 2.04144e-07 1.00053e-07 1.3507e-07 9.74273e-08 1.05306e-07 1.28247e-07 4.0689e-07 1.90986e-07 1.84158e-07 8.44516e-08 8.3292e-08 7.34104e-07 1.10475e-06 1.8752e-07 1.28695e-07 9.20797e-08 6.96498e-07 3.18547e-07 2.655e-07 3.2004e-07 3.91598e-07 3.14914e-07 2.19921e-07 5.67502e-07 2.07253e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083449999999999983 0.091580000000000009 0.089480000000000018 0.092175000000000021 0.090020000000000017 0.089315000000000019 -0.077709999999999987 -1.0000000180025095e-35 -0.0087099999999999973 -0.011914999999999999 -0.054004999999999991 -0.0088999999999999982 -0.011559999999999999 -0.056919999999999991 0.082870000000000013 0.087305000000000008 -1.0000000180025095e-35 -0.024814999999999997 0.088035000000000016 -0.095009999999999997 -0.15308499999999997 -0.065504999999999994 0.12706500000000001 0.097430000000000003 -0.010834999999999999 -0.011914999999999999 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 -3 8 -8 9 -5 11 12 -11 -14 -12 16 17 18 -16 -17 23 22 -22 -21 -25 26 29 28 -24 -26
right_child=1 2 -4 4 -6 -7 7 -9 -10 10 14 -13 13 -15 15 19 -18 -19 -20 20 21 -23 27 24 25 -27 -28 -29 -30 -31
leaf_value=5.8487718979449718e-06 -1.0133834276034164e-05 -8.3894687102260023e-07 8.9693156098746844e-06 -6.6045275320429187e-06 9.777249022609643e-06 -1.1447481947470805e-05 9.5321905519085708e-07 -1.052956620350458e-05 6.1408292157676231e-06 7.3161930386807704e-06 -6.5722165072656941e-06 1.6265389310774483e-05 1.1374594688580063e-06 -1.0055282993042577e-05 -5.5976120479852498e-06 7.2045764281938325e-06 1.0902118737833786e-05 -2.8169650574909612e-05 6.4741101430792531e-06 9.7820924800602856e-06 1.0458779799457127e-05 -1.9094194694844194e-05 1.5214533563736158e-06 -1.1022923687657265e-05 4.3173115469452633e-07 1.4515027772290522e-05 -1.2038474633300213e-05 -2.4878199906183561e-07 -2.0084467859646796e-05 1.0711245890888678e-05
leaf_weight=20 22 195 24 24 36 20 20 21 26 30 20 20 49 21 31 25 28 20 22 31 27 20 31 24 1015 20 20 1219 20 20
leaf_count=20 22 195 24 24 36 20 20 21 26 30 20 20 49 21 31 25 28 20 22 31 27 20 31 24 1015 20 20 1219 20 20
internal_value=0 -3.77192e-08 3.44193e-08 -3.5773e-08 9.97386e-08 -1.82579e-06 -2.4509e-08 -4.92821e-06 4.82567e-08 -9.61939e-09 4.87211e-08 3.24473e-06 6.40604e-07 -2.22036e-06 -9.91854e-08 -4.88704e-08 -2.86366e-06 -8.14368e-06 -5.86708e-07 6.6135e-08 -6.7955e-09 -5.75009e-07 -2.89439e-07 6.55449e-07 3.9801e-07 6.52989e-07 3.90201e-07 -5.17945e-07 -6.95146e-06 6.30369e-07
internal_weight=0 3101 3079 3055 2840 215 2804 41 2763 2737 2713 120 100 70 2593 2573 101 73 53 2472 2447 1317 1297 1130 1099 1075 1055 1270 51 1035
internal_count=3121 3101 3079 3055 2840 215 2804 41 2763 2737 2713 120 100 70 2593 2573 101 73 53 2472 2447 1317 1297 1130 1099 1075 1055 1270 51 1035
is_linear=0
shrinkage=0.1


Tree=5787
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 2 129 131 42 2 1208 1208 1209 403 1209 16 13 13 13 42 402 13 3 13 2 4 13 16 151 483
split_gain=7.32368e-08 2.2707e-06 1.15287e-06 3.76058e-07 7.34562e-08 8.38264e-08 7.5337e-08 7.30043e-08 2.69245e-07 2.4306e-07 7.59346e-08 2.21149e-07 1.04764e-07 7.65044e-07 9.63108e-08 3.75122e-07 8.07328e-08 4.37898e-07 3.58574e-07 1.13078e-06 7.27184e-07 4.51774e-07 8.33827e-07 4.40622e-07 2.93824e-07 2.71872e-07 2.09521e-07 2.2959e-07 2.05928e-07 2.23213e-07
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.081664999999999988 0.083865000000000009 -0.078929999999999986 0.11767000000000001 0.096235000000000015 0.094565000000000024 0.11846000000000001 0.10683000000000002 -0.087714999999999987 -0.0047449999999999992 -0.065739999999999979 -0.079109999999999986 -0.087324999999999986 -0.087074999999999986 -0.088464999999999988 0.086325000000000013 -0.086719999999999978 -0.090799999999999978 -0.082154999999999992 -0.091559999999999989 0.088055000000000008 -0.013125 -0.092879999999999976 0.26435500000000006 -0.0093999999999999986 0.095345000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -6 10 9 -9 11 12 13 -8 15 -14 18 -18 20 25 -16 23 -23 26 -24 -20 27 28 -22 -30
right_child=2 -3 4 -5 6 -7 7 8 -10 -11 -12 -13 14 -15 16 -17 17 -19 19 -21 21 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.4818835977087746e-07 -2.293786117000061e-05 3.1488384788842629e-05 8.463363556901723e-06 -1.4718712700414471e-05 4.2308227199189394e-06 7.6241594097854644e-08 1.6101971742990339e-05 -6.7484838655218486e-06 1.2931990822835361e-05 6.3298152747814108e-06 5.6778638033640831e-06 -1.044301668463006e-05 4.7672901852990894e-06 -9.2356421026290107e-06 -1.7384599896499624e-05 -1.4368802401674788e-05 -1.448507623949395e-05 -2.9800989051648144e-07 -1.0742468216449198e-05 2.4585303159255999e-05 3.8020878845157779e-06 2.5588508124201325e-05 -7.9909762280294666e-06 -1.4834673675068189e-05 8.5819330983529497e-06 5.548585856255765e-06 7.7651823055800518e-06 9.6084092712606605e-06 -2.8931000149315073e-06 7.5819831938484974e-06
leaf_weight=176 22 23 22 20 41 26 26 30 20 27 22 21 20 22 23 21 22 1965 20 25 74 20 20 20 23 21 35 22 270 22
leaf_count=176 22 23 22 20 41 26 26 30 20 27 22 21 20 22 23 21 22 1965 20 25 74 20 20 20 23 21 35 22 270 22
internal_value=0 1.76337e-06 -1.3308e-07 -1.72477e-06 4.11229e-08 3.92034e-06 -2.46266e-08 -8.71394e-08 2.94922e-06 -5.535e-07 -1.73285e-07 -2.21103e-07 -1.40736e-07 4.4889e-06 -2.25457e-07 -5.03412e-06 -1.49099e-07 -4.55089e-07 8.72751e-07 7.82278e-06 5.63959e-09 7.96105e-07 8.7196e-06 -3.30713e-07 8.73603e-07 -2.39827e-06 3.55053e-07 -3.13386e-07 -9.09778e-07 -2.10388e-06
internal_weight=0 219 2902 196 2880 48 2832 2791 77 57 2714 2692 2671 48 2623 41 2582 1987 595 66 529 506 63 443 43 41 423 388 366 292
internal_count=3121 219 2902 196 2880 48 2832 2791 77 57 2714 2692 2671 48 2623 41 2582 1987 595 66 529 506 63 443 43 41 423 388 366 292
is_linear=0
shrinkage=0.1


Tree=5788
num_leaves=31
num_cat=0
split_feature=130 1 1132 50 42 12 12 157 475 471 11 157 155 13 2 475 475 1371 2 475 3 4 0 0 43 150 150 2 15 4
split_gain=6.85031e-08 1.20943e-07 8.23165e-08 8.69986e-08 4.59772e-07 3.06109e-07 3.44609e-07 2.20944e-07 1.0796e-07 1.38416e-07 1.25651e-07 1.00616e-06 3.9708e-07 1.5001e-07 3.17979e-07 9.56678e-08 4.53206e-07 3.61432e-07 7.55092e-07 2.85734e-07 2.3885e-07 2.33828e-07 8.8837e-08 3.60451e-07 1.44671e-06 3.29358e-07 5.00599e-07 5.97686e-07 2.38363e-07 9.75905e-07
threshold=-0.23123999999999997 0.16540500000000002 -0.078654999999999989 -0.099524999999999988 0.094365000000000018 0.090695000000000012 0.096645000000000009 0.63604500000000008 -0.49729499999999999 0.094575000000000006 0.088215000000000002 -0.051074999999999988 0.11814000000000001 0.097995000000000013 0.11093500000000002 -0.086304999999999979 -0.085774999999999976 0.083235000000000017 0.088055000000000008 -0.085444999999999979 -0.085709999999999995 -0.016304999999999997 -0.14794999999999997 -0.14116499999999996 -0.00045499999999999995 0.087000000000000008 0.097210000000000005 0.11389000000000002 -0.10203999999999998 -0.0073899999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 -5 10 12 -12 15 14 -13 20 -17 19 -19 -18 -10 -22 25 24 -24 28 -27 -28 -21 -30
right_child=1 -3 3 7 -6 6 -8 -9 9 -11 11 13 -14 -15 -16 16 17 18 -20 22 21 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=5.4373124563109897e-06 -6.3763364687474684e-06 -6.7039662267402659e-06 5.3732113557609383e-06 7.1718588081975691e-06 1.1736562111620611e-05 -1.6960257198661566e-05 1.3810587786013328e-06 -1.0518853778194171e-05 1.0196933635442385e-05 -6.4635834364294583e-06 2.2914958095671391e-05 8.3582419224344289e-06 -1.0654501864857076e-05 -8.6419030416753077e-06 -8.0487295409035314e-06 -1.5038798464956927e-05 -1.1980465551459929e-05 2.3244253748657685e-05 -4.2346901500422978e-06 1.4689711342937297e-07 4.2599038014096939e-06 -9.2945059259363931e-06 5.0526863702771155e-06 1.1791755106461317e-08 -2.8726090816971486e-05 -1.7371556405123558e-05 9.3694483599820705e-06 -1.1783935554955282e-05 -4.8565856194536838e-07 1.9704341127926921e-05
leaf_weight=23 20 27 33 21 38 20 21 20 32 33 21 27 35 23 21 20 20 20 20 86 35 20 32 2255 21 20 34 22 62 39
leaf_count=23 20 27 33 21 38 20 21 20 32 33 21 27 35 23 21 20 20 20 20 86 35 20 32 2255 21 20 34 22 62 39
internal_value=0 -4.03769e-08 1.82089e-08 6.01266e-08 2.79556e-06 -1.79577e-06 -7.56592e-06 -4.41158e-08 2.76536e-08 -2.4116e-08 5.00558e-08 3.68586e-06 -7.05696e-08 -2.00161e-06 1.18019e-06 6.47253e-08 -4.23577e-08 7.16403e-08 9.50478e-06 -7.39891e-08 3.32768e-06 -6.68972e-07 1.86323e-08 -1.79797e-07 -8.33136e-06 1.75998e-06 -3.79101e-06 1.05919e-06 4.016e-06 7.31048e-06
internal_weight=0 3098 3071 3051 112 74 41 2939 2919 2898 2865 92 2773 71 48 2738 2651 2631 40 2591 87 55 2571 2308 53 263 76 56 187 101
internal_count=3121 3098 3071 3051 112 74 41 2939 2919 2898 2865 92 2773 71 48 2738 2651 2631 40 2591 87 55 2571 2308 53 263 76 56 187 101
is_linear=0
shrinkage=0.1


Tree=5789
num_leaves=31
num_cat=0
split_feature=50 132 1211 456 0 0 1 483 156 475 0 50 393 42 51 160 1 3 3 1447 159 480 1447 2 43 1447 484 12 2 15
split_gain=7.30398e-08 1.74799e-06 1.26378e-06 1.52922e-07 1.57847e-07 3.72804e-07 3.03894e-07 3.78696e-07 5.49901e-07 2.36396e-07 2.39821e-07 1.52599e-07 1.92472e-07 1.42101e-07 2.5463e-07 1.27518e-07 1.69489e-07 1.30848e-07 1.26245e-07 1.03708e-07 5.56998e-07 3.62007e-07 1.16358e-06 8.21438e-07 9.58106e-07 5.479e-07 9.63359e-08 3.63256e-07 3.00756e-07 5.42038e-07
threshold=0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.091255000000000017 -0.087634999999999977 -0.085754999999999984 0.10205500000000002 0.087520000000000014 -1.0000000180025095e-35 -0.084169999999999981 -0.08095999999999999 0.09524500000000001 0.11170000000000001 0.084050000000000014 0.11444000000000001 -0.40698999999999991 0.081670000000000006 -0.077354999999999993 -0.034684999999999994 -0.086359999999999978 -0.056644999999999994 0.086995000000000017 -0.081699999999999981 0.092875000000000013 -0.072269999999999987 -0.085594999999999991 -0.093244999999999981 0.094435000000000005 0.083585000000000007 -0.07879499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 4 6 -6 7 8 -3 -7 -11 12 19 -10 -15 -12 -17 -18 -19 20 -1 25 -23 -24 -25 -21 27 28 -27 -30
right_child=1 2 -4 -5 5 9 -8 -9 13 10 15 -13 -14 14 -16 16 17 18 -20 21 -22 22 23 24 -26 26 -28 -29 29 -31
leaf_value=1.209881054231065e-05 2.866532434754018e-05 -2.085857588781437e-05 -2.4168198043688399e-05 -7.2377673599735969e-06 1.4008147564124687e-05 -7.6323121750950417e-06 9.6712428041262864e-06 7.460237482239161e-06 3.8095694759039572e-06 1.1069918080769033e-05 -4.9663388263407226e-06 -8.6802368665909554e-06 -7.7125962861552551e-06 -1.3073599285979236e-05 2.3209734102974401e-06 1.0538023446894262e-05 -4.8893853269354239e-06 9.3550873564461e-06 -5.4987556048276493e-07 1.5482051426458739e-05 -8.9326347097085094e-06 -2.3318549655674101e-05 -1.1687460553202397e-05 2.4173984088933637e-05 -6.0676430229023033e-06 -9.1780223363877249e-06 -1.6205281190653458e-07 1.3746071166072703e-05 1.7263968675251818e-05 -2.4553876177497327e-06
leaf_weight=34 22 20 21 21 28 24 22 26 26 30 27 21 33 22 21 22 28 22 31 23 20 28 31 22 20 26 2360 24 20 46
leaf_count=34 22 20 21 21 28 24 22 26 26 30 27 21 33 22 21 22 28 22 31 23 20 28 31 22 20 26 2360 24 20 46
internal_value=0 1.23875e-06 -3.04436e-07 1.04999e-06 1.54868e-06 3.25829e-06 -1.09685e-06 -3.15683e-06 -6.25844e-06 1.62245e-06 3.01066e-06 -1.88921e-07 -1.22558e-07 -2.02652e-06 -5.55532e-06 1.15083e-06 2.75436e-06 6.40284e-07 3.56162e-06 -2.8183e-08 4.30939e-06 -1.18271e-07 -5.98768e-06 6.59774e-07 9.77321e-06 1.18948e-07 -2.37625e-08 2.78973e-06 -6.84461e-08 3.52017e-06
internal_weight=0 413 391 370 349 212 137 115 89 184 160 2708 2687 69 43 130 103 81 53 2654 54 2600 101 73 42 2499 2476 116 92 66
internal_count=3121 413 391 370 349 212 137 115 89 184 160 2708 2687 69 43 130 103 81 53 2654 54 2600 101 73 42 2499 2476 116 92 66
is_linear=0
shrinkage=0.1


Tree=5790
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 12 2 16 15 1213 402 16 1205 2 457 15 4 12 12 0 1209 472 12 51 43 1 2 4 4 13 4
split_gain=7.12781e-08 4.38866e-07 1.79263e-07 7.47352e-08 1.39223e-07 1.60195e-07 1.14423e-07 7.62869e-08 7.06835e-08 6.97912e-08 3.22201e-07 1.6598e-07 1.07211e-07 6.69113e-08 3.50796e-07 7.03988e-07 9.94478e-08 6.34857e-07 6.04354e-07 3.1859e-07 2.90527e-07 2.67983e-07 2.47156e-07 2.45855e-07 2.76938e-07 4.04576e-07 1.40228e-06 4.63896e-07 4.06674e-07 2.67632e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.11242999999999999 0.11418000000000002 0.097385000000000013 -0.072359999999999994 0.08517000000000001 0.05211000000000001 -0.45454999999999995 -0.069144999999999984 1.0000000180025095e-35 0.086000000000000007 0.098180000000000003 -0.074054999999999996 -0.010024999999999997 0.094580000000000011 0.096075000000000008 -0.067624999999999977 0.11495000000000001 -0.065034999999999996 0.095175000000000023 0.15466000000000005 -0.50216499999999986 0.087695000000000009 0.097070000000000004 -0.080584999999999976 -0.064054999999999987 -0.069964999999999986 0.055260000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 -5 10 12 13 -3 16 -15 -16 22 18 21 20 -19 -18 -11 -22 25 26 -25 -27 -29 -30
right_child=1 9 -4 4 -6 -7 -8 -9 -10 11 -12 -13 -14 14 15 -17 17 19 -20 -21 23 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=5.1418615316833897e-06 1.4536078799123754e-05 -7.0737406574716306e-06 -9.2067544008906622e-06 -5.3836450009233279e-06 -6.851022614600627e-06 6.7373500150065888e-06 -8.2579140006427702e-06 4.7653273744193342e-06 1.2759688027418794e-06 2.6324889542096557e-07 1.2285291732041514e-05 -8.9092743413251196e-06 2.4530772929278171e-06 5.0537577896795634e-06 5.3720709702247408e-06 -1.6733371440375989e-05 -1.0192988506929625e-05 8.3005250125146675e-06 -2.2905252361575236e-05 1.2671747822423641e-05 9.379337829655429e-06 3.0792554161178426e-06 7.5971942283587774e-06 -3.2469594117969797e-05 1.3294743790008094e-06 8.3705518471489129e-06 2.4374044965282483e-07 -1.397902550905883e-05 -4.6877446672596939e-06 6.3417957291407719e-06
leaf_weight=20 21 21 28 30 36 29 21 24 34 2059 25 21 27 37 25 34 32 37 23 20 22 29 47 20 192 38 38 32 66 33
leaf_count=20 21 21 28 30 36 29 21 24 34 2059 25 21 27 37 25 34 32 37 23 20 22 29 47 20 192 38 38 32 66 33
internal_value=0 1.32254e-07 -1.72694e-06 -6.47377e-07 -1.31281e-06 1.31945e-07 -1.62546e-06 -4.27108e-08 -1.84573e-06 2.71533e-08 3.07968e-06 -5.22886e-08 -1.71491e-06 1.45205e-08 -2.57962e-06 -7.36666e-06 1.07169e-07 -1.04988e-06 -9.09164e-06 3.06565e-07 -2.10807e-07 -3.88323e-06 4.26922e-07 -9.24909e-07 -1.46594e-06 -3.83035e-06 -1.10367e-05 -1.35716e-06 -4.17894e-06 -1.01123e-06
internal_weight=0 2899 222 194 174 138 109 88 64 2878 73 2805 48 2784 96 59 2688 582 84 498 478 61 2106 441 419 227 58 169 131 99
internal_count=3121 2899 222 194 174 138 109 88 64 2878 73 2805 48 2784 96 59 2688 582 84 498 478 61 2106 441 419 227 58 169 131 99
is_linear=0
shrinkage=0.1


Tree=5791
num_leaves=31
num_cat=0
split_feature=1208 1208 16 1209 50 132 130 50 50 403 4 393 50 4 1177 1209 12 12 12 132 2 49 2 474 4 51 1456 3 2 12
split_gain=7.25093e-08 1.18542e-07 2.48865e-07 1.36195e-07 8.60356e-08 9.70181e-07 1.28132e-06 5.4261e-07 5.24307e-07 1.98104e-07 4.80746e-07 1.94958e-07 1.92846e-07 1.34804e-06 1.71534e-07 1.62748e-07 1.56573e-07 5.27375e-07 3.27033e-07 1.82529e-07 2.35525e-07 3.71986e-07 4.66543e-07 3.30605e-07 4.71016e-07 3.28927e-07 1.99074e-07 2.2722e-07 2.24085e-07 2.11097e-07
threshold=0.12461500000000002 0.10233500000000001 -0.079504999999999978 -0.097919999999999993 0.090630000000000016 -0.083284999999999984 1.0000000180025095e-35 0.092410000000000006 0.089030000000000012 -1.0000000180025095e-35 -0.076229999999999978 0.11170000000000001 0.083090000000000011 -0.083439999999999986 -0.083384999999999973 0.10344000000000002 0.094375000000000014 0.097575000000000009 0.091930000000000012 0.085885000000000003 0.10402500000000002 0.08610000000000001 0.087415000000000007 0.087035000000000015 -0.015039999999999998 0.12808000000000003 0.084530000000000008 -0.084524999999999975 0.085235000000000019 0.088365000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 8 -6 7 -7 11 10 -9 12 14 -14 -5 -16 18 -18 19 20 21 23 -23 26 -25 -22 27 -11 29 -29
right_child=-2 2 -4 4 5 6 -8 9 -10 16 -12 -13 13 -15 15 -17 17 -19 -20 -21 25 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-8.2579599211385358e-06 -6.0018529438821138e-06 1.3363439934437337e-05 -2.2230898572334333e-06 8.0046575406483439e-06 1.8659129837033105e-05 1.7553419854721142e-05 -2.0247421717017303e-05 1.4927522352081724e-05 -1.2931350300959821e-05 -7.8609203768564839e-06 -4.9395610468699101e-06 -8.2019373214028874e-06 -9.6582649007359578e-06 2.5034723607643089e-05 -2.5011935280832672e-07 7.4183258937361127e-06 -1.8088129337456849e-05 1.4280685809353599e-06 1.229486338754372e-05 -9.3186608046380572e-06 -1.5461145289918934e-05 -2.5480339486834552e-07 2.0114520524973911e-05 2.5859608805538823e-06 -1.8857022796510138e-05 9.8784482742625956e-07 1.0905880103366699e-05 -6.0972893505903715e-06 1.2349938006082085e-05 7.2708323874134552e-06
leaf_weight=20 20 20 21 26 30 20 29 29 32 24 21 29 24 21 2391 28 20 45 23 20 20 22 23 21 20 31 23 27 20 21
leaf_count=20 20 20 21 26 30 20 29 29 32 24 21 29 24 21 2391 28 20 45 23 20 20 22 23 21 20 31 23 27 20 21
internal_value=0 3.8718e-08 5.3801e-06 -3.28495e-08 2.12631e-08 1.23634e-06 9.75938e-08 1.4697e-06 -2.11654e-07 6.85128e-07 6.58335e-06 -5.00701e-08 4.48714e-08 6.5318e-06 -7.45199e-08 -1.61357e-07 -1.34069e-07 -4.57692e-06 8.44863e-07 -1.23336e-07 6.06452e-07 2.1464e-06 1.01562e-05 -1.6412e-07 -7.87403e-06 -5.46274e-06 2.58463e-06 5.04319e-07 3.45676e-06 -2.48736e-07
internal_weight=0 3101 41 3060 3040 489 459 430 2551 410 50 2519 2490 45 2445 2419 360 65 295 272 252 201 45 156 41 51 115 92 68 48
internal_count=3121 3101 41 3060 3040 489 459 430 2551 410 50 2519 2490 45 2445 2419 360 65 295 272 252 201 45 156 41 51 115 92 68 48
is_linear=0
shrinkage=0.1


Tree=5792
num_leaves=31
num_cat=0
split_feature=132 393 50 393 1208 1208 1208 1209 2 401 1212 401 401 401 1184 1177 42 52 50 50 42 403 133 128 43 43 484 12 130 43
split_gain=7.9718e-08 3.81071e-07 1.45285e-07 1.91584e-07 6.67888e-08 1.4935e-07 1.35769e-07 7.23251e-08 7.69396e-07 1.35247e-07 1.45775e-07 6.66123e-07 6.14912e-07 2.16028e-07 2.8447e-07 1.26365e-07 1.00071e-07 1.67623e-07 9.27624e-08 3.52016e-07 2.39032e-07 2.97213e-07 2.75376e-07 1.87051e-07 2.01553e-07 3.91873e-07 3.6717e-07 4.39639e-07 3.79246e-07 5.25341e-07
threshold=-0.083174999999999985 0.12069000000000002 0.09227500000000001 0.10483000000000002 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.087714999999999987 0.084715000000000013 0.13274500000000003 -0.089544999999999986 0.11336 0.11336 0.10632500000000002 0.088135000000000019 -0.083384999999999973 -0.010544999999999997 0.086275000000000004 0.083090000000000011 0.087730000000000016 -0.11466499999999999 0.017340000000000005 -0.11008499999999999 0.10979500000000002 -0.095589999999999994 -0.09225499999999999 0.090535000000000018 0.22926500000000002 0.085235000000000019 -0.14792499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 6 7 8 -2 10 11 16 13 14 15 -12 -9 -18 23 -20 -21 22 -22 24 26 -26 27 28 -17 -30
right_child=1 -3 -4 -5 -6 -7 -8 9 -10 -11 12 -13 -14 -15 -16 18 17 -19 19 20 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=4.3337356354564388e-07 -8.9275313505574807e-06 1.3561775111676462e-05 -8.1762642146772596e-06 -8.9567771356087187e-06 -4.9082791848478444e-06 6.8820505276789845e-06 -7.9989293659482859e-06 -6.63186983729247e-06 1.7832606265853558e-05 -7.03448097114974e-06 7.8128071003274747e-06 1.9636878737184729e-05 -1.7102113348041063e-05 9.7271044780981092e-06 -1.1598876539849135e-05 -4.1993658311474012e-07 7.1193576460431088e-06 -4.3665404424094358e-06 1.4276103836436962e-05 1.0425228837599814e-05 1.1635020134483718e-05 -1.1732595014848357e-05 1.2939117366241859e-07 -8.3804281367909948e-06 -1.0889101756422153e-05 -3.4686647186832957e-07 -1.0864785454032245e-05 1.7447999439355045e-05 1.3101949543662764e-06 1.8010814000585776e-05
leaf_weight=166 22 21 31 25 27 32 21 20 21 27 21 21 21 23 21 184 27 24 20 24 22 20 382 28 36 1715 20 20 48 31
leaf_count=166 22 21 31 25 27 32 21 20 21 27 21 21 21 23 21 184 27 24 20 24 22 20 382 28 36 1715 20 20 48 31
internal_value=0 1.39863e-07 -1.82632e-06 -7.95704e-07 4.19268e-08 8.8807e-08 1.16933e-08 7.18159e-08 4.14137e-06 8.29828e-09 7.80032e-08 3.9909e-06 -5.85622e-08 7.83076e-08 -7.31058e-09 8.73697e-08 -6.36785e-07 1.71423e-06 2.37484e-08 1.29588e-06 7.1641e-07 1.66854e-07 7.55935e-07 -2.62207e-07 -1.5154e-07 -5.63611e-07 2.22977e-06 3.15518e-06 2.06827e-06 7.8636e-06
internal_weight=0 2899 222 191 2878 2851 2819 2798 43 2755 2728 92 2636 2615 2592 2571 71 51 2550 468 448 424 404 2082 2054 1751 303 283 263 79
internal_count=3121 2899 222 191 2878 2851 2819 2798 43 2755 2728 92 2636 2615 2592 2571 71 51 2550 468 448 424 404 2082 2054 1751 303 283 263 79
is_linear=0
shrinkage=0.1


Tree=5793
num_leaves=31
num_cat=0
split_feature=132 394 1203 50 129 391 4 0 132 0 12 1203 402 402 1210 16 133 42 1208 1209 43 1209 1213 1213 1210 402 401 394 4 4
split_gain=6.46221e-08 3.33305e-07 2.60209e-07 1.18103e-07 7.048e-08 7.9996e-08 6.45877e-08 1.29568e-07 1.87543e-07 1.27639e-07 1.04279e-07 8.49712e-08 6.41277e-08 1.84657e-07 1.83593e-07 1.80419e-07 8.55167e-08 4.8609e-07 2.33017e-07 1.55132e-07 1.02034e-06 8.35271e-08 7.7437e-08 9.07467e-07 7.67708e-07 7.00114e-07 3.73002e-07 2.69185e-07 4.1034e-07 1.54676e-07
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.093975000000000017 -0.078929999999999986 -0.085594999999999991 0.10924000000000002 -0.09515499999999999 -0.43443999999999999 -0.082724999999999979 0.091325000000000003 0.081125000000000017 -0.46900499999999995 -0.45015499999999992 0.24726500000000004 -0.07550999999999998 0.41553500000000004 -0.031659999999999994 0.10737500000000001 -0.085894999999999985 -0.0047449999999999992 -0.079679999999999987 -0.085284999999999986 -0.088064999999999991 -0.095909999999999981 0.13775000000000001 0.10632500000000002 -0.089309999999999987 -0.080584999999999976 -0.082594999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 5 -2 7 -1 -9 11 -11 -10 15 -14 16 -6 18 -18 19 20 -15 -21 23 24 -23 26 27 28 -24 -26
right_child=1 -3 -4 -5 12 -7 -8 8 9 10 -12 -13 13 14 -16 -17 17 -19 -20 21 -22 22 25 -25 29 -27 -28 -29 -30 -31
leaf_value=7.4790878968017821e-06 -2.7311389771966788e-07 1.2386008231921798e-05 -1.2534183051684522e-05 -7.6461878008904895e-06 -2.9415883415952396e-06 8.6709368395077037e-06 -4.528476510283023e-06 -8.6608737505726335e-06 -7.0520292638320832e-06 1.4059415843803437e-06 1.0727907354066703e-05 1.2083877181518773e-06 -7.523867233513474e-06 -1.6677637705697635e-05 8.5317715947894604e-06 9.8785817934422893e-06 4.2916643260762231e-06 -1.4664610917710284e-05 1.0252522902605548e-05 6.4649119599380352e-06 1.1690115115925437e-05 -1.9216431558431528e-05 -1.844991986246214e-05 1.5987651380939765e-05 6.6453920272835654e-06 -1.7935024929598015e-05 1.2947054247805764e-05 1.125688486371418e-08 1.1352553409106686e-06 -8.1159434531991335e-07
leaf_weight=26 20 22 20 21 21 20 24 22 20 30 20 33 33 32 25 23 31 24 22 20 21 21 20 37 39 22 22 2310 23 97
leaf_count=26 20 22 20 21 21 20 24 22 20 30 20 33 33 32 25 23 31 24 22 20 21 21 20 37 39 22 22 2310 23 97
internal_value=0 1.24085e-07 -1.66874e-06 -5.60019e-07 3.05148e-08 4.19891e-06 2.90321e-07 1.05622e-06 -2.79733e-07 1.51041e-06 5.13473e-06 -1.90875e-06 -2.81331e-08 -8.768e-08 1.03802e-09 3.75986e-06 -7.67687e-08 -3.98016e-06 3.15933e-09 -8.14826e-08 -5.43758e-06 2.72395e-08 -2.2453e-08 1.89919e-06 -1.42102e-06 -1.77981e-07 -1.34943e-08 -1.34672e-07 -7.97413e-06 1.32681e-06
internal_weight=0 2905 216 196 2883 40 175 151 125 103 50 53 2843 2799 2766 44 2741 55 2686 2664 53 2611 2591 194 157 2397 2375 2353 43 136
internal_count=3121 2905 216 196 2883 40 175 151 125 103 50 53 2843 2799 2766 44 2741 55 2686 2664 53 2611 2591 194 157 2397 2375 2353 43 136
is_linear=0
shrinkage=0.1


Tree=5794
num_leaves=31
num_cat=0
split_feature=402 1212 401 1208 1208 1209 42 1209 1212 1212 403 402 16 403 3 13 402 1211 1203 3 1203 42 42 0 1185 16 130 52 43 1
split_gain=7.33935e-08 9.69186e-08 9.25259e-08 8.04429e-08 1.24778e-07 1.97578e-07 1.10332e-06 1.1428e-07 7.52031e-08 9.22635e-07 5.12283e-07 1.59268e-07 2.88365e-07 1.40281e-07 8.81916e-07 1.15622e-06 1.55124e-07 1.18382e-07 1.53004e-07 3.86478e-07 1.19374e-07 1.15347e-07 9.17793e-08 1.54589e-07 8.06786e-08 1.79903e-07 9.95031e-08 1.61156e-07 2.83399e-07 1.8631e-07
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 0.11531000000000001 0.10233500000000001 -0.085894999999999985 0.087505000000000013 -0.079679999999999987 -0.089544999999999986 -0.070754999999999985 1.0000000180025095e-35 -0.45454999999999995 -0.07550999999999998 -0.44023999999999991 -0.085784999999999986 -0.075129999999999988 -0.41906499999999997 0.11048500000000001 0.088820000000000024 -0.083489999999999995 0.087075000000000014 0.11720500000000002 -0.010544999999999997 -0.086284999999999987 0.08790000000000002 -0.084939999999999988 -0.0084099999999999991 0.10347000000000002 -0.25681499999999996 0.10672000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 10 -10 -9 12 -11 14 -13 -16 -15 18 20 -20 24 -14 -12 -24 26 -26 27 28 -18 -30
right_child=-2 -3 -4 -5 -6 7 -8 8 9 11 22 13 21 16 15 -17 17 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=9.3373290707989191e-06 5.8918694170036666e-06 -6.8103691633257851e-06 6.1910791525103082e-06 -5.5809401548965708e-06 6.3170434241181939e-06 7.57019246634627e-06 -2.3078481007403408e-05 1.700648123460269e-05 -2.1513457950277372e-05 -3.4915339219878662e-06 -6.1930896663398021e-06 1.0276408476784128e-05 1.556923461578208e-05 8.8123063915190875e-06 -3.0847607722535033e-05 2.3738867133844952e-06 -9.1445673031943358e-06 5.9245300111466683e-06 3.6162895521556493e-06 -1.3489820256446755e-05 7.1791000295987672e-06 4.8292650717485235e-06 7.0411436511746551e-06 -3.2021328499521428e-06 -1.1219696613125052e-05 2.1931045853307298e-06 -1.7021379837085186e-07 1.0679562747100137e-05 4.7813727602537575e-06 -3.2169199538400749e-06
leaf_weight=21 21 21 24 26 31 20 21 20 20 25 23 25 20 20 20 22 23 33 25 28 23 20 26 34 20 20 2315 20 115 39
leaf_count=21 21 21 24 26 31 20 21 20 20 25 23 25 20 20 20 22 23 33 25 28 23 20 26 34 20 20 2315 20 115 39
internal_value=0 -3.99135e-08 6.26369e-09 -4.23241e-08 5.21771e-09 -6.0048e-08 -6.87058e-06 3.67186e-08 -1.45993e-08 -1.11101e-07 2.63967e-06 4.10664e-08 4.93356e-06 -7.46586e-08 -4.59428e-06 -1.34459e-05 3.82897e-08 -2.76556e-08 -1.02398e-07 -5.4209e-06 7.07057e-09 1.01992e-05 -8.22215e-07 1.23662e-06 -5.75676e-08 -4.5133e-06 1.33835e-08 2.17088e-06 1.20945e-06 2.75583e-06
internal_weight=0 3100 3079 3055 3029 2998 42 2956 2936 2833 103 2813 65 2748 67 42 2681 2661 2628 53 2575 40 83 60 2552 40 2512 197 177 154
internal_count=3121 3100 3079 3055 3029 2998 42 2956 2936 2833 103 2813 65 2748 67 42 2681 2661 2628 53 2575 40 83 60 2552 40 2512 197 177 154
is_linear=0
shrinkage=0.1


Tree=5795
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 403 42 403 403 403 1204 399 12 13 52 130 12 50 1453 1 159 157 50 1452 52 52 52 12 480 480 480
split_gain=6.36622e-08 2.14115e-06 1.08625e-06 4.46277e-07 7.20368e-08 5.69875e-07 1.39354e-07 9.98919e-08 1.23311e-07 7.90863e-08 7.15062e-08 6.79457e-08 8.57437e-08 1.28621e-07 6.51443e-08 1.10312e-07 6.47779e-08 2.21298e-07 1.81194e-07 2.75977e-07 2.11457e-07 1.33911e-07 1.39717e-07 1.15715e-07 2.74115e-07 1.61536e-07 1.68815e-07 1.62335e-07 2.54403e-07 1.53475e-07
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.5492149999999999 0.091205000000000008 -0.5425549999999999 -0.5335399999999999 -0.52800499999999995 -0.082199999999999981 -0.078864999999999977 0.11527000000000001 0.054800000000000008 0.092320000000000013 -0.22699999999999995 0.23631000000000002 0.11657000000000002 -1.0000000180025095e-35 0.096860000000000016 -0.040969999999999993 -0.073574999999999988 0.11318500000000002 0.11609000000000001 0.55608500000000005 0.5140450000000002 0.41423000000000004 0.094435000000000005 0.11191000000000002 0.10344000000000002 0.086230000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 11 5 -4 -6 -8 -9 10 -10 12 13 -1 -11 16 21 -18 19 20 -19 22 23 24 25 27 -27 28 29 -16
right_child=2 -3 4 -5 6 -7 7 8 9 14 -12 -13 -14 -15 15 -17 17 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.1811373877531747e-06 -2.226021315230107e-05 3.0508684530223436e-05 -5.7355295345179659e-06 -1.589829124895914e-05 -8.341145339727519e-06 1.5096087703151776e-05 7.0778310009700357e-06 -7.4718024651784539e-06 1.2586240583935989e-07 -5.3220731897256534e-06 8.2838876385887318e-06 5.2034650995632811e-06 -6.3527478232572326e-06 7.5308167743060034e-06 -2.1506648856787534e-07 7.4216983830410762e-06 -7.7244186699813749e-06 -5.5153588582470552e-06 -9.5533083554970228e-07 1.2518087311724919e-05 6.2084307285203986e-06 -6.811082133329668e-06 8.0324477259469394e-06 -7.0687318770505205e-06 1.1284562698338483e-05 -1.2983541146240896e-05 -4.2148677770772176e-07 8.1029259717979595e-06 -1.040613785410945e-05 4.1649054080142334e-06
leaf_weight=111 22 23 29 20 20 24 20 22 21 23 22 21 24 20 2214 20 22 25 71 37 40 30 21 24 21 20 23 24 24 83
leaf_count=111 22 23 29 20 20 24 20 22 21 23 22 21 24 20 2214 20 22 25 71 37 40 30 21 24 21 20 23 24 24 83
internal_value=0 1.64407e-06 -1.24073e-07 -1.74311e-06 4.50224e-08 3.69766e-06 -2.34564e-08 3.58075e-08 -1.47273e-08 4.46057e-08 4.29974e-06 -1.34563e-07 -8.5778e-07 1.48932e-07 -2.26135e-08 2.25468e-08 -3.26914e-08 1.72234e-06 2.92366e-06 5.62375e-06 1.69928e-06 -1.70466e-07 -8.92846e-08 -1.59386e-07 -9.05506e-08 -1.90583e-07 -6.2643e-06 -7.92099e-08 -1.63816e-07 -5.68002e-08
internal_weight=0 219 2902 196 2880 53 2827 2807 2787 2765 43 176 155 131 2722 2699 2679 195 173 102 65 2484 2454 2433 2409 2388 43 2345 2321 2297
internal_count=3121 219 2902 196 2880 53 2827 2807 2787 2765 43 176 155 131 2722 2699 2679 195 173 102 65 2484 2454 2433 2409 2388 43 2345 2321 2297
is_linear=0
shrinkage=0.1


Tree=5796
num_leaves=31
num_cat=0
split_feature=12 130 10 4 0 51 9 33 0 132 1185 1203 15 147 147 447 12 12 1 43 1209 472 13 43 43 12 4 2 16 4
split_gain=6.74875e-08 1.82455e-07 7.75493e-08 7.87962e-07 2.26259e-06 1.33626e-06 1.02782e-07 5.69603e-07 1.59304e-07 6.91336e-08 4.40533e-07 2.02461e-07 6.31235e-08 6.90519e-08 9.42108e-08 1.51595e-07 9.30435e-08 4.21464e-07 4.40979e-07 5.50488e-07 2.74776e-07 2.44508e-07 2.29569e-07 2.57298e-07 4.11559e-07 9.61027e-07 5.61634e-07 1.01314e-06 2.66309e-07 2.83373e-07
threshold=0.23631000000000002 -0.22461999999999996 -0.011559999999999999 0.053180000000000012 -0.10151999999999999 0.080335000000000018 0.092235000000000011 -0.012019999999999998 1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.23208000000000004 0.10479500000000001 0.095485000000000014 0.089395000000000016 0.094580000000000011 0.095935000000000006 0.094220000000000012 -0.041049999999999996 0.11495000000000001 -0.065034999999999996 -0.15714499999999998 -0.08076499999999999 0.055925000000000009 0.098150000000000015 -0.07168999999999999 0.10005000000000001 0.51222500000000004 -0.055319999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 7 -4 -8 11 -11 -9 13 14 15 16 -12 18 19 -18 21 -19 -23 -24 26 -26 27 -25 29 -28
right_child=-2 2 6 4 -6 -7 8 9 -10 10 12 -13 -14 -15 -16 -17 17 20 -20 -21 -22 22 23 24 25 -27 28 -29 -30 -31
leaf_value=8.2246350819856521e-06 -5.396863999205538e-06 -3.0187249060728307e-05 1.6542573281358706e-05 3.1484704307634578e-05 -1.0504043293070881e-05 2.0376157995234545e-06 -1.1281948600299076e-05 -5.289914728366871e-07 1.3396324413861294e-06 1.4579750582232097e-05 3.8766822812329216e-07 -9.6374234219963136e-06 5.5000212666657591e-06 -5.8579149572324244e-06 5.7084186088449603e-06 -6.4670569457803142e-06 -3.2812123312065858e-06 7.1892706752183401e-06 1.4169520878128644e-06 -2.5651804296764818e-05 1.1468185166449986e-05 9.0192972987237925e-06 2.4108325495338553e-06 -2.7999683590207024e-05 1.7835185216037126e-05 -4.8548129297744586e-06 5.3678051786153538e-06 2.3820609082273829e-07 3.8571239424022175e-06 -7.4327854762561077e-06
leaf_weight=27 23 22 21 21 33 31 20 190 20 21 1996 28 21 20 29 36 22 38 29 22 20 21 111 27 28 56 21 24 45 98
leaf_count=27 23 22 21 21 33 31 20 190 20 21 1996 28 21 20 29 36 22 38 29 22 20 21 111 27 28 56 21 24 45 98
internal_value=0 4.00687e-08 -3.18894e-08 -2.67671e-06 5.82491e-06 -1.13387e-05 6.35883e-08 1.32463e-07 -4.97116e-06 1.37541e-08 1.52806e-07 -1.69888e-06 3.90802e-08 -4.30983e-09 4.03231e-08 -2.30442e-08 6.76456e-08 -1.06895e-06 -8.15664e-06 -1.44665e-05 -1.08664e-08 -5.00378e-07 -1.17835e-06 -1.70067e-06 -3.22701e-06 2.70852e-06 -5.54601e-06 -1.47113e-05 -2.69584e-06 -5.17386e-06
internal_weight=0 3098 3071 107 54 53 2964 2924 40 2903 2685 218 2664 2643 2623 2594 2558 562 73 44 489 469 431 410 299 84 215 51 164 119
internal_count=3121 3098 3071 107 54 53 2964 2924 40 2903 2685 218 2664 2643 2623 2594 2558 562 73 44 489 469 431 410 299 84 215 51 164 119
is_linear=0
shrinkage=0.1


Tree=5797
num_leaves=31
num_cat=0
split_feature=472 1429 1425 1426 132 1203 393 50 471 471 471 1420 46 2 484 158 0 150 16 131 150 52 132 52 1 43 52 4 147 1374
split_gain=7.0595e-08 1.65759e-07 8.32599e-08 1.23497e-07 6.67731e-08 1.84262e-06 1.01164e-06 4.06241e-07 6.31472e-08 9.97546e-08 1.21025e-07 1.26997e-07 6.99366e-08 7.75047e-08 7.42352e-07 5.83722e-07 2.67749e-07 3.23901e-07 2.52898e-07 2.21379e-07 2.27424e-07 2.1464e-07 2.98719e-07 2.98464e-07 2.3285e-07 2.42714e-07 6.11754e-07 3.50657e-07 1.64576e-07 2.13357e-07
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 1.0000000180025095e-35 -0.083284999999999984 0.089165000000000008 0.12679500000000002 0.093975000000000017 0.10693500000000002 0.094575000000000006 0.089900000000000022 -0.085599999999999996 0.10253500000000002 0.11411 0.10126500000000001 0.10654500000000001 -0.23091999999999999 0.11235000000000002 0.63167000000000006 0.096290000000000014 0.095950000000000021 0.10263500000000002 0.088940000000000005 0.12418000000000001 0.13288500000000003 -0.081154999999999991 -0.23375999999999997 -0.00027999999999999998 0.093875000000000014 -0.24481499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 8 -3 9 10 11 -6 13 18 15 16 -15 19 28 20 21 22 24 -23 25 -18 -27 -28 29 -13
right_child=1 2 -4 -5 6 -7 -8 -9 -10 -11 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-5.4026318290804435e-06 8.4996296960604884e-06 8.1172410589518612e-08 -6.0155070929360359e-06 7.8559905691122368e-06 -7.4484859989910465e-06 2.8421555761388334e-05 -2.2568290860363048e-05 -1.4652012945740958e-05 5.6013314838310181e-06 -6.4570254551199474e-06 6.5589828669284808e-06 1.0471598811818695e-05 5.2784159233851827e-06 -1.1398018701584079e-05 -2.00906498423592e-05 1.3573696869733404e-05 1.3065519480100508e-05 9.0681476150723858e-06 1.0195795184699818e-05 6.4994417304357438e-06 -1.2815624079394186e-05 -1.560555624161945e-05 -1.1099349000108884e-05 -1.2868365059615383e-06 -3.8940242873273935e-06 -1.1411798543401977e-05 1.7752771309460514e-05 1.8921760823539682e-06 -6.7214219468171771e-06 9.5916617747477629e-08
leaf_weight=24 23 172 23 20 23 23 20 21 20 24 28 20 25 25 20 28 23 31 25 30 20 24 22 37 58 26 20 46 35 2185
leaf_count=24 23 172 23 20 23 23 20 21 20 24 28 20 25 25 20 28 23 31 25 30 20 24 22 37 58 26 20 46 35 2185
internal_value=0 4.18655e-08 -2.14164e-08 2.37701e-08 -2.79107e-08 1.66651e-06 -1.57926e-07 -1.52192e-06 2.43412e-09 -3.79183e-08 1.80826e-08 -4.9176e-08 1.38552e-08 -3.53463e-08 -1.3005e-06 -3.36906e-07 -1.41286e-06 -6.72126e-07 1.93667e-07 -1.65889e-06 -2.54566e-06 -1.74332e-06 -1.23812e-07 -6.92043e-06 1.27192e-06 3.87735e-06 1.58031e-06 6.69842e-06 8.20357e-08 1.90027e-07
internal_weight=0 3097 3074 3051 3031 216 2815 193 2795 2775 2751 2723 2700 2675 410 390 362 337 2265 306 276 256 195 61 173 115 92 66 2240 2205
internal_count=3121 3097 3074 3051 3031 216 2815 193 2795 2775 2751 2723 2700 2675 410 390 362 337 2265 306 276 256 195 61 173 115 92 66 2240 2205
is_linear=0
shrinkage=0.1


Tree=5798
num_leaves=31
num_cat=0
split_feature=132 1203 393 1429 156 1425 52 3 481 13 481 52 50 44 157 475 50 402 13 2 133 12 15 42 2 133 15 159 2 0
split_gain=6.63606e-08 4.36539e-07 3.69803e-07 6.79307e-08 2.04424e-07 6.62172e-08 9.40883e-08 2.73984e-07 6.93255e-08 4.23121e-07 2.16963e-07 7.8184e-07 7.32758e-08 1.6449e-07 2.49082e-07 1.62231e-07 1.38219e-07 1.45132e-07 3.82019e-07 2.64049e-07 1.89314e-07 9.32413e-07 1.13967e-07 1.12651e-07 4.18902e-07 7.78292e-07 6.12053e-07 2.20342e-07 2.80803e-07 4.24236e-07
threshold=-0.083449999999999983 0.089480000000000018 0.12679500000000002 -0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.55692499999999978 -0.086274999999999977 -0.15265499999999996 -0.080344999999999986 -0.086484999999999992 -0.0092699999999999987 0.12213000000000002 0.10049500000000001 -0.077234999999999984 -0.029109999999999997 0.11863000000000001 -0.45454999999999995 -0.068269999999999983 0.086000000000000007 0.41553500000000004 0.097575000000000009 -0.076244999999999993 0.10892 0.090425000000000019 0.31868000000000002 0.090325000000000003 0.11084000000000001 0.10327000000000001 -0.050684999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 -5 9 -8 11 -10 16 14 -14 -16 17 18 -12 -20 23 -22 -17 -19 26 27 -25 28 -26 -30
right_child=2 -3 -4 4 -6 -7 8 -9 10 -11 12 -13 13 -15 15 22 -18 20 19 -21 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-2.5498385160765177e-07 -5.7805526307674886e-06 -1.5764395141104614e-05 1.3041588879952377e-05 -1.9914092997798713e-06 1.014237490380765e-05 -5.2335695803170295e-06 -1.4469093192701623e-05 1.049348412038853e-05 -2.9439201197794106e-06 6.1008089141978415e-06 1.5999957577150783e-05 2.1973393895677876e-05 1.3926814553997247e-05 -5.6202807586073922e-06 -5.0544387687086086e-06 3.1481403047725892e-07 -7.7881889296804726e-06 -3.4871359059718756e-07 -9.1746360584465951e-06 6.2410640130110547e-06 -2.327531056607768e-05 3.9358263199360137e-06 9.2015100217732095e-06 4.5268341460952442e-06 -5.2613601848282666e-06 2.3620853817192259e-05 -1.6503081954397205e-05 -7.3768871993706865e-06 1.5988721086966593e-05 -1.1569805885166583e-06
leaf_weight=196 20 20 22 39 20 24 20 32 34 20 20 20 20 22 26 31 24 2209 20 25 20 34 27 31 22 20 25 20 31 27
leaf_count=196 20 20 22 39 20 24 20 32 34 20 20 20 20 22 26 31 24 2209 20 25 20 34 27 31 22 20 25 20 31 27
internal_value=0 -1.69104e-06 1.25739e-07 2.7179e-08 6.775e-08 -3.12324e-09 4.1407e-08 3.63558e-06 -5.14557e-08 -4.18414e-06 9.58843e-09 6.28471e-06 -1.18089e-07 2.23551e-06 3.89732e-06 1.50934e-06 -2.35397e-07 -1.63006e-07 4.50051e-06 -6.10358e-07 -2.8729e-07 -6.14237e-06 4.45172e-06 -1.54722e-07 2.28009e-06 5.61284e-06 -4.86152e-06 2.01124e-06 4.35827e-06 8.0071e-06
internal_weight=0 216 2905 2883 2863 2843 2819 71 2748 40 2708 54 2654 126 104 84 2528 2504 65 45 2439 54 58 2385 176 120 56 100 80 58
internal_count=3121 216 2905 2883 2863 2843 2819 71 2748 40 2708 54 2654 126 104 84 2528 2504 65 45 2439 54 58 2385 176 120 56 100 80 58
is_linear=0
shrinkage=0.1


Tree=5799
num_leaves=31
num_cat=0
split_feature=156 1428 132 50 1185 1203 393 393 482 0 0 483 39 484 15 2 47 52 45 11 33 148 447 147 2 2 2 480 402 402
split_gain=7.75895e-08 1.5494e-07 5.97488e-08 1.82061e-06 9.49561e-07 3.68226e-07 6.37808e-08 6.2515e-08 8.06284e-08 4.73879e-07 3.12813e-07 7.02516e-07 2.68099e-07 2.43016e-07 2.57452e-07 9.58189e-08 9.12204e-08 1.87033e-07 1.51816e-07 4.16474e-07 1.94031e-07 1.18488e-07 2.09105e-07 1.07983e-07 1.09488e-07 1.26245e-06 5.82302e-07 3.58361e-07 2.981e-07 5.00801e-07
threshold=0.3248100000000001 0.10668500000000002 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.096070000000000003 0.088255000000000014 0.090355000000000005 -0.059114999999999994 -0.077809999999999976 0.11517500000000001 0.15619500000000003 -0.016164999999999995 -0.026084999999999994 0.092235000000000025 0.11939500000000002 -0.046924999999999988 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 -0.10069499999999999 0.094580000000000011 0.092070000000000013 0.093320000000000014 0.092635000000000009 0.093840000000000021 0.11144000000000001 -0.44724499999999995 -0.064959999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 7 8 12 10 13 -12 16 -10 15 -15 18 -18 19 -6 -21 -22 23 24 25 27 -26 -23 -28 -30
right_child=-2 -3 4 -5 6 -7 -8 -9 9 -11 11 -13 -14 14 -16 -17 17 -19 -20 20 21 22 -24 -25 26 -27 28 -29 29 -31
leaf_value=1.2288232166644335e-07 -5.786701900512486e-06 8.8162204778541303e-06 -2.083105720719852e-05 3.0335729121588884e-05 1.3628685835762801e-05 -1.4187956003297587e-05 4.0941054982412373e-06 -4.9111523664508315e-06 1.2797993778284373e-05 1.6600115909568558e-05 -2.0574862810462948e-05 5.6127233703829829e-06 -1.1647398241620977e-05 9.4945362869348982e-06 -7.8402266259066287e-06 1.5170645340168406e-07 9.2420528744696653e-06 -1.9769309413978129e-07 -8.8166949444712367e-06 -9.1389941597223401e-06 6.7456111937644893e-06 9.7665749343985306e-08 -9.093967012701726e-06 5.2108420038022911e-06 -1.5819580431315657e-05 1.9991132012364689e-05 -1.1144146480126857e-05 -1.3378307521634271e-05 1.0360763147738388e-05 -8.6859696185387901e-07
leaf_weight=178 23 20 22 20 22 20 38 26 21 20 20 21 20 23 24 21 32 61 20 24 25 1480 26 38 26 32 26 20 42 730
leaf_count=178 23 20 22 20 22 20 38 26 21 20 20 21 20 23 24 21 32 61 20 24 25 1480 26 38 26 32 26 20 42 730
internal_value=0 4.29646e-08 -1.40416e-08 1.58178e-06 -1.35681e-07 -1.32266e-06 2.47479e-08 -3.04791e-08 1.52662e-08 2.27017e-06 6.5558e-08 -7.16171e-06 -1.13634e-07 3.39497e-06 4.91099e-07 5.03546e-06 -2.50493e-08 3.05039e-06 -1.38955e-07 -6.92818e-08 -1.91337e-07 -1.03508e-07 -1.74263e-07 -7.73907e-08 -1.62685e-07 3.37269e-07 -1.09221e-06 -8.20139e-08 -6.1237e-07 -2.57673e-07
internal_weight=0 3098 3078 218 2860 198 2838 2800 2774 150 130 41 2624 89 68 44 2604 93 2511 2491 2469 2445 2420 2394 2356 1532 824 1500 798 772
internal_count=3121 3098 3078 218 2860 198 2838 2800 2774 150 130 41 2624 89 68 44 2604 93 2511 2491 2469 2445 2420 2394 2356 1532 824 1500 798 772
is_linear=0
shrinkage=0.1


Tree=5800
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1208 1208 403 15 1210 1212 403 4 401 42 4 15 1209 401 402 402 1212 1210 2 1213 52 1213 2 2 2 160
split_gain=6.67063e-08 5.15369e-07 1.72898e-07 6.76873e-08 7.78632e-08 1.07163e-07 9.98198e-08 7.30565e-07 9.69848e-08 1.06651e-07 2.34592e-07 4.32779e-07 1.09433e-07 4.70985e-07 9.10231e-07 7.14857e-07 1.30025e-07 1.09086e-07 6.28803e-07 2.50499e-07 1.13776e-07 6.73362e-07 4.26877e-07 1.10266e-07 2.95488e-07 1.31126e-07 1.24845e-07 7.05516e-07 6.27228e-07 5.49629e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.5335399999999999 0.087575000000000014 -0.3960249999999999 0.11387000000000001 0.022375000000000003 -0.07712999999999999 0.10022000000000002 0.087505000000000013 -0.049534999999999989 0.085315000000000016 -0.077874999999999986 -1.0000000180025095e-35 -0.45015499999999992 -0.42321999999999993 -0.08867499999999999 -0.089089999999999989 0.084755000000000011 -0.090324999999999989 0.086275000000000004 -0.086394999999999986 0.085155000000000022 0.083995000000000014 0.084415000000000004 -0.53908999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -3 -8 12 11 -11 16 15 -15 -14 -10 18 -18 -19 22 -22 -21 24 -23 -25 27 29 -29 -27
right_child=1 3 -4 -5 -6 -7 8 -9 9 10 -12 -13 13 14 -16 -17 17 19 -20 20 21 23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-6.1042138934835849e-07 1.5736787696325683e-05 -7.9294813986052759e-06 -9.0164535095027528e-06 -4.9693453358709462e-06 4.9662518733839537e-06 -7.1113244519524638e-06 -6.9590383282047693e-06 1.6496483714490753e-05 7.7128739638448518e-06 -1.6200766085289774e-07 -3.8124181729573242e-06 1.868790247196254e-05 -9.697009646695659e-06 -2.0661427430468394e-05 5.1011475629062868e-06 1.3133881677163118e-05 -1.5652866351536851e-05 9.3281888157121257e-06 5.9438922692476942e-06 1.5265410820575197e-05 -1.839654409650393e-05 -2.4918330192728416e-06 -2.7176828497789702e-06 -6.524371800027908e-06 1.3966111255285795e-05 -1.4605331471102546e-05 -4.6536165585752192e-07 2.182454269846598e-05 3.7919128918738648e-06 5.3825323511445287e-07
leaf_weight=194 21 24 28 27 32 21 20 25 22 29 27 21 24 32 24 32 26 29 28 22 20 24 33 31 20 25 1590 28 62 580
leaf_count=194 21 24 28 27 32 21 20 25 22 29 27 21 24 32 24 32 26 29 28 22 20 24 33 31 20 25 1590 28 62 580
internal_value=0 1.27938e-07 -1.67064e-06 1.40448e-08 6.12393e-08 5.5598e-09 5.89746e-08 4.53275e-06 -2.07689e-08 3.00796e-08 3.69886e-06 7.75495e-06 -7.64424e-08 -3.13555e-06 -9.62032e-06 3.34921e-06 5.84476e-08 -8.42986e-09 -4.45455e-06 8.90094e-08 -2.1026e-08 -1.24939e-07 4.47555e-06 2.99055e-08 4.98905e-06 -6.43097e-08 2.33323e-08 1.14135e-06 9.40206e-06 -8.75147e-08
internal_weight=0 2899 222 2878 2851 2819 2798 49 2749 2729 77 50 2652 112 56 56 2540 2518 54 2464 2435 2380 55 2360 44 2316 2285 695 90 605
internal_count=3121 2899 222 2878 2851 2819 2798 49 2749 2729 77 50 2652 112 56 56 2540 2518 54 2464 2435 2380 55 2360 44 2316 2285 695 90 605
is_linear=0
shrinkage=0.1


Tree=5801
num_leaves=31
num_cat=0
split_feature=402 401 132 1185 1203 1208 1208 1209 42 1213 0 12 13 1210 1210 1213 480 12 480 133 133 0 12 480 402 401 394 129 401 402
split_gain=6.70504e-08 7.66155e-08 7.17875e-08 4.16199e-07 1.30248e-07 6.8256e-08 7.60957e-08 1.56282e-07 8.03587e-07 1.37055e-07 5.20805e-07 5.21344e-07 6.87273e-07 1.20281e-07 1.37304e-07 1.1244e-07 9.08066e-08 1.08332e-06 1.48632e-06 1.04257e-06 5.7503e-07 6.54221e-07 1.10624e-06 3.13071e-07 9.08607e-08 9.15091e-08 2.01325e-07 1.81161e-07 1.05469e-07 2.43387e-07
threshold=0.31278000000000006 0.13699500000000003 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11531000000000001 0.10233500000000001 -0.084519999999999984 0.087505000000000013 0.093235000000000026 -0.086729999999999988 0.095175000000000023 -0.067719999999999989 -0.13847499999999999 -0.08861999999999999 0.052820000000000013 0.086930000000000021 0.083985000000000018 0.095525000000000013 0.091935000000000003 0.084760000000000016 -0.079829999999999998 0.091085000000000013 0.085285000000000014 0.12006000000000001 0.10632500000000002 -0.10499499999999999 -0.075474999999999987 0.084575000000000011 0.079755000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 8 -5 13 -11 12 -12 -9 -15 16 23 18 -18 20 21 22 -19 24 25 26 -16 -28 29 -29
right_child=-2 -3 3 5 -6 -7 -8 9 -10 10 11 -13 -14 14 15 -17 17 19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-8.0669105825840456e-07 5.631509932191832e-06 -5.9184642189145302e-06 1.4163113159849587e-05 7.025940807527429e-06 -8.1148089520866058e-06 -5.067026469217896e-06 5.0074197155657707e-06 7.1752680568075137e-06 -1.7836565297539681e-05 1.3916188858916833e-05 -1.8449325751134894e-05 1.1229443338414478e-05 3.0136358770345694e-06 -8.341945422216668e-06 -7.9902318789905737e-06 -4.5822524953109681e-06 3.6055597574886634e-05 5.2029775495746574e-06 -2.0354739111401917e-06 -1.6348599464239475e-05 1.5438484095804079e-05 1.0390635528286415e-05 -2.5005580532293114e-05 -1.2554952072605375e-05 -5.0457872423846446e-06 5.3982068223490392e-06 9.3686216026916174e-06 6.0423118182611796e-08 3.4278167007719482e-06 -7.0709820972427091e-06
leaf_weight=189 21 22 21 26 28 26 31 23 26 34 25 26 37 20 31 53 20 27 21 37 28 30 22 20 35 32 21 2052 88 49
leaf_count=189 21 22 21 26 28 26 31 23 26 34 25 26 37 20 31 53 20 27 21 37 28 30 22 20 35 32 21 2052 88 49
internal_value=0 -3.81493e-08 3.88023e-09 1.36883e-07 -1.74967e-06 3.3168e-08 8.02914e-08 2.54078e-08 -5.40531e-06 1.28812e-07 3.40481e-06 -6.56399e-07 -5.64078e-06 -2.43776e-08 -8.84116e-08 -2.40816e-08 7.20517e-08 2.20445e-06 1.65455e-05 -1.87878e-06 3.12481e-06 -1.23954e-06 -8.36005e-06 -9.74043e-08 1.05468e-08 8.8405e-08 1.25845e-08 1.24841e-07 3.61617e-08 -1.05897e-07
internal_weight=0 3100 3078 2861 217 2840 2814 2783 52 2731 122 88 62 2609 2586 2566 2513 185 41 144 107 79 49 2328 2308 2273 2241 2210 2189 2101
internal_count=3121 3100 3078 2861 217 2840 2814 2783 52 2731 122 88 62 2609 2586 2566 2513 185 41 144 107 79 49 2328 2308 2273 2241 2210 2189 2101
is_linear=0
shrinkage=0.1


Tree=5802
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1208 1208 1210 2 1210 1212 16 15 1212 13 0 402 403 130 4 401 401 16 401 15 374 16 16 12 51 133
split_gain=7.66635e-08 2.00122e-06 1.01407e-06 4.45118e-07 6.42802e-08 2.66125e-07 1.14272e-07 5.25331e-07 8.81116e-08 7.77313e-08 5.29738e-07 4.12854e-07 1.15179e-07 3.16666e-07 1.01185e-07 9.70335e-08 9.95082e-08 1.0338e-07 1.5572e-07 1.12332e-07 1.174e-07 2.40964e-07 1.17557e-07 2.64364e-07 9.40591e-08 1.06085e-07 2.01999e-07 5.8534e-07 2.56581e-07 3.09106e-07
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.11846000000000001 0.10480500000000002 -0.13847499999999999 0.084885000000000002 -0.090569999999999998 -0.089079999999999979 -0.092484999999999984 0.085550000000000015 -0.063924999999999996 -0.063184999999999977 -0.080869999999999984 0.113945 0.12089000000000001 -0.23123999999999997 0.62931500000000018 0.09530000000000001 0.085900000000000018 -0.087659999999999988 0.076195000000000013 -1.0000000180025095e-35 0.08987500000000001 0.061255000000000011 0.22339500000000004 0.094580000000000011 -0.025879999999999997 0.087035000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 -4 -8 10 -10 -12 13 -11 -13 16 17 -14 19 20 22 -22 24 -24 25 -19 27 28 -27 -30
right_child=2 -3 4 -5 -6 -7 8 -9 9 12 11 14 15 -15 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=1.3599249539001078e-07 -2.152416726734042e-05 2.9709633991328504e-05 1.7407978184564857e-05 -1.5607255568284019e-05 5.180895990027542e-06 -9.5468347091088524e-06 -6.3079192841541958e-06 -3.3796984010428616e-06 -1.5068797354335682e-05 1.4171092282465127e-05 1.1769853192443128e-05 -6.2645455466281424e-06 7.2161745629273362e-06 -2.4860179255483676e-06 1.7488020856804863e-06 5.3772195582603355e-06 -7.0264170597056372e-06 4.5817585568344123e-07 -6.5315873769912338e-06 -6.7153823029760433e-06 1.3439751519399579e-05 -9.3176587695000177e-07 2.9810832938892419e-06 -1.3083465737075867e-05 5.9152591179310677e-06 -7.2032406126022492e-06 9.2248899447360384e-08 -1.7857969800598556e-05 8.1145388266144801e-06 -4.0212183162217368e-06
leaf_weight=176 22 23 20 20 24 29 22 31 26 21 26 40 20 25 26 34 20 1789 36 24 20 28 20 21 28 49 391 26 41 43
leaf_count=176 22 23 20 20 24 29 22 31 26 21 26 40 20 25 26 34 20 1789 36 24 20 28 20 21 28 49 391 26 41 43
internal_value=0 1.80416e-06 -1.36146e-07 -1.47046e-06 2.72342e-08 -1.60738e-08 8.16948e-08 4.77233e-06 -4.48041e-09 4.58739e-08 -2.46513e-06 1.09677e-06 1.58279e-07 5.11831e-06 -3.10777e-06 7.01852e-08 -4.09162e-10 5.5001e-08 -1.92407e-09 9.28614e-08 1.59391e-07 5.05637e-06 6.17773e-08 -5.2471e-06 1.53735e-07 8.47643e-08 -1.12984e-06 -4.13511e-06 -1.45244e-06 1.90219e-06
internal_weight=0 219 2902 196 2880 2856 2827 51 2776 2754 118 92 2636 46 66 2590 2556 2536 2516 2480 2456 48 2408 41 2367 2339 550 159 133 84
internal_count=3121 219 2902 196 2880 2856 2827 51 2776 2754 118 92 2636 46 66 2590 2556 2536 2516 2480 2456 48 2408 41 2367 2339 550 159 133 84
is_linear=0
shrinkage=0.1


Tree=5803
num_leaves=31
num_cat=0
split_feature=130 12 132 15 394 1186 472 1429 11 11 475 2 2 2 16 1456 52 16 0 480 40 2 1456 49 48 160 158 13 12 42
split_gain=6.39131e-08 1.59005e-07 6.40275e-08 1.77409e-06 9.18786e-07 3.17727e-07 6.4232e-08 1.56329e-07 6.96477e-08 3.12706e-07 2.11289e-07 7.03196e-08 3.95976e-07 2.4216e-07 7.81684e-07 2.12316e-07 1.9615e-07 1.81446e-07 1.98893e-07 1.71172e-07 1.55279e-07 2.40767e-07 5.26327e-07 1.73286e-07 5.08519e-07 4.11178e-07 2.18435e-07 1.63944e-07 3.87143e-07 4.20958e-07
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.091650000000000023 0.09759000000000001 0.0044650000000000011 -0.38234499999999999 -0.23587499999999997 0.095720000000000013 0.099410000000000012 0.093020000000000005 0.10613000000000002 0.10699500000000002 0.10327000000000001 -0.032969999999999992 0.10959500000000001 -0.13993999999999998 -0.54656499999999986 -0.26343999999999995 0.11387000000000001 -0.08267999999999999 0.10912000000000001 -1.0000000180025095e-35 -0.043469999999999995 0.091690000000000008 0.10580000000000002 0.084765000000000021 -0.082574999999999982 -0.040564999999999997 0.089015000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 -4 -8 10 -10 11 13 -13 15 -15 19 -16 -14 -19 -9 -20 -22 -23 24 -24 26 27 28 -25 -30
right_child=1 -3 4 -5 -6 -7 7 8 9 -11 -12 12 17 14 16 -17 -18 18 20 -21 21 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=-5.6348702310060615e-06 -3.2586541518393949e-07 8.5075990506828198e-06 -5.1267661937970388e-06 2.56250129310771e-05 -1.8510074190729671e-05 -1.3359636634612842e-05 8.6642996160706032e-06 6.127359936392691e-08 -1.3474444690473321e-05 2.2839043862511651e-06 9.2252274980637602e-06 -1.3835097660544108e-05 8.670145537810944e-06 -5.5763373369920757e-06 8.3503684176581122e-06 -8.5915850515253376e-06 2.2187990489328515e-05 -1.0590294223220554e-05 6.9563570192527826e-06 7.5500251458863435e-06 -8.3749933321833414e-06 1.527489097541201e-05 -4.3603032813676597e-06 1.7201571954014334e-06 1.2243331938179835e-05 -1.475653723940448e-05 6.3124189648303063e-06 -3.271986663476211e-07 -1.8794946748433482e-05 -6.5341391746187578e-08
leaf_weight=20 171 22 24 27 27 21 21 1980 20 34 25 23 21 33 21 28 20 20 27 31 39 21 39 42 35 23 37 219 30 20
leaf_count=20 171 22 24 27 27 21 21 1980 20 34 25 23 21 33 21 28 20 20 27 31 39 21 39 42 35 23 37 219 30 20
internal_value=0 3.63407e-08 -2.41879e-08 1.62374e-06 -1.50376e-07 -1.75143e-06 2.46019e-08 6.86151e-08 3.86995e-09 -3.55252e-06 7.41132e-08 -1.03378e-08 -9.6965e-07 2.60249e-07 5.87971e-06 5.63061e-08 1.51004e-05 -4.53236e-07 -8.00322e-07 1.76714e-07 -4.32277e-07 -8.27313e-07 -1.95641e-07 -9.25711e-07 3.49277e-06 -1.80702e-06 -9.51166e-07 -1.81532e-06 -5.3577e-06 -1.13031e-05
internal_weight=0 3101 3079 219 2860 192 2833 2809 2788 54 2734 2709 596 2113 74 2039 41 573 552 2011 532 505 466 445 74 371 348 311 92 50
internal_count=3121 3101 3079 219 2860 192 2833 2809 2788 54 2734 2709 596 2113 74 2039 41 573 552 2011 532 505 466 445 74 371 348 311 92 50
is_linear=0
shrinkage=0.1


Tree=5804
num_leaves=31
num_cat=0
split_feature=1429 156 16 1 1428 12 130 394 128 128 42 15 128 43 128 400 43 1212 12 403 50 157 12 12 13 1210 42 52 2 4
split_gain=7.76664e-08 2.06965e-07 7.49808e-08 1.92567e-07 1.53321e-07 6.97685e-08 1.59041e-07 7.60743e-08 7.08937e-08 1.5889e-07 1.58828e-07 2.15307e-07 1.12051e-07 3.01598e-07 1.8138e-07 1.5866e-07 1.10993e-07 1.09828e-07 8.35154e-08 3.74953e-07 3.17641e-07 3.57734e-07 3.63723e-07 3.49866e-07 9.10748e-07 2.93937e-07 2.31299e-07 2.79846e-07 3.02231e-07 2.32842e-07
threshold=-0.23752499999999996 0.32523500000000005 0.63636000000000015 0.10752500000000002 0.10256000000000001 0.23631000000000002 -0.22461999999999996 0.15288500000000002 0.10979500000000002 0.104145 -0.09693499999999998 0.089595000000000022 0.089745000000000005 -0.09225499999999999 0.085955000000000018 -0.39724499999999996 -0.010344999999999998 0.15358000000000002 0.096830000000000013 -0.44023999999999991 -0.099524999999999988 0.12040000000000002 0.097825000000000009 0.10061500000000002 -0.065824999999999981 0.24726500000000004 0.10306000000000001 -1.0000000180025095e-35 0.11928500000000002 -0.064054999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 9 12 -10 -12 14 -14 15 -8 -15 18 25 -20 -21 22 -22 24 -24 -17 29 -28 -29 -25
right_child=1 -3 3 -5 -6 -7 7 -9 10 -11 11 -13 13 16 -16 17 -18 -19 19 20 21 -23 23 26 -26 -27 27 28 -30 -31
leaf_value=-5.920641150293126e-06 7.657283167203686e-06 1.0181798079429428e-05 2.8815574910368016e-06 -1.0676235055226162e-05 8.5492000596873585e-06 -5.5116859055922998e-06 -8.5368973569447099e-06 5.332955711660011e-06 -9.8232024186017952e-06 6.9803347429342468e-06 7.8035429260125971e-06 -6.8698027462232858e-06 -1.376096746422594e-05 4.8265325159053857e-06 8.65255230202422e-06 6.3456782086589823e-08 -4.4135704202884743e-06 7.3726988557609739e-06 -1.255041044195033e-05 9.894342715849942e-06 1.131750556548165e-05 -1.3707233386577917e-05 6.1061340416431038e-06 8.1661586682952006e-06 -2.1082898893658759e-05 1.2239688408044459e-05 3.6806613544675727e-06 -1.6670123659423553e-05 -1.5429162350041486e-06 -1.0378026283905532e-07
leaf_weight=22 27 20 20 22 21 23 22 26 24 32 20 20 22 26 24 2275 26 20 28 27 24 22 22 46 28 20 28 25 28 131
leaf_count=22 27 20 20 22 21 23 22 26 24 32 20 20 22 26 24 2275 26 20 28 27 24 22 22 46 28 20 28 25 28 131
internal_value=0 4.20349e-08 -2.38291e-08 -4.22014e-06 3.42035e-08 -2.50852e-08 1.70771e-08 -5.2473e-08 -1.00099e-07 -2.68462e-08 -3.39191e-06 4.6687e-07 -1.05689e-07 -3.946e-06 -3.09609e-09 -7.87463e-08 2.06481e-07 -1.04353e-08 -6.50443e-08 -1.38151e-06 -5.60698e-07 -1.35812e-06 -5.39802e-07 -1.46375e-06 -9.11972e-06 1.69568e-07 1.99684e-08 -4.40613e-06 -8.67839e-06 2.04547e-06
internal_weight=0 3099 3079 42 3037 3016 2993 2966 2940 2876 64 40 2844 74 2770 2746 52 2724 2704 409 381 354 332 308 50 2295 258 81 53 177
internal_count=3121 3099 3079 42 3037 3016 2993 2966 2940 2876 64 40 2844 74 2770 2746 52 2724 2704 409 381 354 332 308 50 2295 258 81 53 177
is_linear=0
shrinkage=0.1


Tree=5805
num_leaves=31
num_cat=0
split_feature=472 472 130 12 132 1185 1203 394 390 129 1185 394 130 448 1348 13 3 129 0 13 3 3 49 159 1456 3 128 130 52 2
split_gain=7.41759e-08 1.34773e-07 6.66663e-08 1.48526e-07 6.39738e-08 4.77902e-07 2.05307e-07 6.72329e-08 1.85366e-07 6.92127e-08 2.07368e-07 8.63256e-08 8.80783e-08 2.41772e-07 1.42199e-07 1.14909e-07 8.99505e-08 2.62308e-07 2.09631e-07 3.53338e-07 1.94319e-07 8.07764e-07 4.71224e-07 5.90789e-07 9.28831e-07 3.60803e-07 2.7774e-07 3.0855e-07 3.37049e-07 4.70398e-07
threshold=-0.38234499999999999 -0.095174999999999996 -0.23647499999999996 0.23631000000000002 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.11103499999999998 0.090020000000000017 0.11234000000000001 0.090595000000000009 -0.090369999999999992 0.10490500000000001 0.030280000000000001 0.091105000000000005 0.10002500000000002 -0.096099999999999977 0.085790000000000019 0.10455500000000001 -0.029529999999999997 -0.086424999999999988 -0.086049999999999988 0.10969000000000002 -0.025879999999999997 -0.074164999999999995 -0.085709999999999995 0.089290000000000022 0.085235000000000019 -0.04127999999999999 0.087955000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4 -7 9 10 11 -9 13 14 16 -14 17 -13 20 -20 22 -22 23 -18 -25 -23 27 28 -26 -30
right_child=1 2 3 -5 5 7 -8 8 -10 -11 -12 12 15 -15 -16 -17 18 -19 19 -21 21 25 -24 24 26 -27 -28 -29 29 -31
leaf_value=-5.5379654677759994e-06 7.3555145509089923e-06 -5.7712662055564585e-06 -5.4092958809913118e-07 8.2080079236652132e-06 1.5119848852745712e-05 4.1551352153060421e-06 -9.8451298644822268e-06 6.4116931060284732e-06 -9.0198977160150175e-06 5.3417699604096926e-06 -9.9506332194973121e-06 5.3995637546538293e-07 8.5347772693677584e-06 -9.6980504867343163e-06 7.2125512333429838e-06 -1.3281389891788077e-06 -1.7191313856363359e-05 9.9875710901642378e-06 -1.7021600493762891e-05 3.8130502844069269e-07 1.502213022932766e-05 -1.1369209648494559e-05 -1.7417423809433785e-05 2.0566048856380807e-05 6.9113189150310314e-06 7.1796953207902443e-08 -1.1243218969246375e-05 6.6698848240775995e-06 -1.9101564516195898e-06 -1.7310120423644549e-05
leaf_weight=24 25 20 195 22 21 38 27 21 23 24 21 360 27 26 27 21 22 32 20 28 36 28 20 20 29 1770 28 45 96 25
leaf_count=24 25 20 195 22 21 38 27 21 23 24 21 360 27 26 27 21 22 32 20 28 36 28 20 20 29 1770 28 45 96 25
internal_value=0 4.29075e-08 -1.66026e-08 2.11082e-08 -3.83347e-08 9.08639e-08 -1.67252e-06 -2.23793e-08 -8.0126e-08 -4.69868e-09 -5.21877e-08 2.53458e-08 -2.50727e-08 -1.03079e-07 -6.60947e-09 4.21975e-06 -8.27788e-08 1.31119e-06 -3.34941e-07 -6.86991e-06 -1.8691e-07 1.90589e-07 -2.61615e-06 -1.49907e-06 -7.83709e-08 -1.06372e-07 -1.92989e-06 -5.9259e-07 -2.77133e-06 -5.09197e-06
internal_weight=0 3097 3072 3052 3030 2808 222 2787 2749 2726 2702 2681 2660 2612 2586 48 2559 392 2167 48 2119 1834 285 265 243 1798 223 195 150 121
internal_count=3121 3097 3072 3052 3030 2808 222 2787 2749 2726 2702 2681 2660 2612 2586 48 2559 392 2167 48 2119 1834 285 265 243 1798 223 195 150 121
is_linear=0
shrinkage=0.1


Tree=5806
num_leaves=31
num_cat=0
split_feature=12 130 10 0 15 12 9 33 0 16 13 16 13 16 16 475 1429 160 475 1371 151 44 471 51 1456 1456 42 403 457 13
split_gain=7.58253e-08 1.43441e-07 6.35615e-08 8.23559e-07 8.66523e-07 3.44406e-07 7.51456e-08 5.10403e-07 1.43203e-07 6.27836e-08 2.41322e-07 5.21909e-07 3.14949e-07 1.97656e-07 1.93936e-07 3.53392e-07 1.74372e-07 6.695e-07 3.78244e-07 3.09359e-07 4.89305e-07 1.87432e-07 4.74099e-07 1.73176e-07 2.45731e-07 1.72944e-07 7.96531e-07 2.82141e-07 1.82938e-07 3.51211e-07
threshold=0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.010834999999999999 0.092235000000000011 -0.012019999999999998 1.0000000180025095e-35 -0.008069999999999999 -0.08971999999999998 0.023255000000000001 -0.086804999999999979 0.25084500000000004 -0.0048099999999999992 -0.0034549999999999993 0.083985000000000018 -0.081639999999999976 -0.08466499999999999 0.087810000000000013 -0.54279999999999984 0.099360000000000018 0.086110000000000006 -0.10316499999999999 0.11510000000000002 0.085755000000000012 0.086135000000000003 -0.55049499999999985 -0.083804999999999977 -0.088069999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -4 -8 16 11 -11 -12 -13 15 -14 19 18 -18 20 -9 22 23 -22 25 27 -27 -25 29 -29
right_child=-2 2 6 4 5 -7 8 9 -10 10 12 13 14 -15 -16 -17 17 -19 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=7.2994267982182837e-06 -5.7205385434391928e-06 -1.8730840257793112e-05 1.5657942137858342e-05 1.6244595867490341e-05 2.2290315122330049e-06 -1.3787316653179005e-05 -1.02232493225074e-05 -1.5538396716010539e-05 1.7434986466469128e-06 1.8507592048990773e-05 -1.0586795099912066e-05 -2.8746187055485576e-06 -1.7065443532828795e-05 8.5588817964456951e-06 -3.3154640018102205e-07 -1.243963164269483e-06 -1.2441645144463112e-05 1.7929676231285788e-05 6.5596917561482445e-06 1.1687481148091257e-05 -7.4165623933216317e-06 -8.984446263969982e-06 1.4566852188063027e-05 9.7483319413802213e-06 1.0998238836431744e-05 7.7809679914935256e-06 -1.6387659424405381e-05 4.6774719112363527e-06 3.1065761596894723e-07 -1.22151007985849e-05
leaf_weight=27 23 24 21 29 29 25 20 20 20 20 34 54 20 21 789 48 20 26 22 23 30 22 23 31 21 25 30 20 1572 32
leaf_count=27 23 24 21 29 29 25 20 20 20 20 34 54 20 21 789 48 20 26 22 23 30 22 23 31 21 25 30 20 1572 32
internal_value=0 4.24699e-08 -2.13327e-08 -2.41577e-06 2.30183e-06 -5.18594e-06 6.51063e-08 1.23998e-07 -4.23988e-06 1.16271e-08 -6.36817e-07 4.1543e-06 -1.14765e-06 3.26761e-07 -7.73173e-07 -5.89734e-06 3.45151e-07 5.31841e-06 -2.48856e-06 1.62251e-07 1.70814e-08 1.89346e-07 3.02476e-07 1.16172e-07 2.46722e-07 1.14686e-07 -5.40192e-06 2.98017e-07 1.17623e-07 -5.71796e-06
internal_weight=0 3098 3071 107 83 54 2964 2924 40 2903 986 95 891 75 857 68 1917 68 42 1849 1826 1806 1784 1761 1731 1710 55 1655 1624 52
internal_count=3121 3098 3071 107 83 54 2964 2924 40 2903 986 95 891 75 857 68 1917 68 42 1849 1826 1806 1784 1761 1731 1710 55 1655 1624 52
is_linear=0
shrinkage=0.1


Tree=5807
num_leaves=31
num_cat=0
split_feature=45 46 120 4 52 10 16 15 9 13 13 2 42 13 2 13 16 1213 52 13 13 403 2 15 15 13 15 15 42 13
split_gain=7.01933e-08 7.33219e-08 8.45338e-08 1.51783e-07 1.32453e-07 1.13237e-07 9.77317e-07 1.32175e-06 1.3022e-07 8.23975e-08 3.54288e-07 1.05051e-06 3.0142e-07 2.74235e-07 3.072e-07 2.1799e-07 1.06034e-06 2.57457e-06 1.00339e-06 5.28696e-07 3.97686e-07 8.07529e-07 3.47896e-07 2.08288e-07 5.09766e-07 1.11257e-06 1.71098e-07 1.61917e-07 1.57841e-07 1.2786e-07
threshold=0.10041000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.63113500000000011 -0.057699999999999994 -0.011559999999999999 -0.056919999999999991 -0.094549999999999981 0.08925000000000001 -0.13710499999999998 -0.097224999999999992 0.092120000000000021 0.085730000000000015 -0.093219999999999983 0.086375000000000021 -0.090204999999999994 -0.092484999999999984 -0.083944999999999978 0.085815000000000016 -0.089109999999999981 -0.088319999999999996 -0.0059799999999999992 -0.045829999999999989 0.083195000000000005 -1.0000000180025095e-35 -0.40078499999999995 -0.089549999999999991 -0.12255999999999999 0.085730000000000015 -0.087404999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 -1 9 23 11 12 -11 14 28 16 18 -18 -15 -17 21 -21 -22 24 26 -26 27 -7 -12 -24
right_child=-2 -3 4 -5 -6 8 -8 -9 -10 10 13 -13 -14 15 -16 19 17 -19 -20 20 22 -23 29 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.8419035537808671e-05 4.4531267420617432e-06 -5.5562462525434368e-06 1.3066053668353563e-06 7.5180005911466587e-06 -1.0064364635452097e-05 7.0549398899926855e-07 1.1162819691890036e-05 1.0361544057629476e-06 5.8372689216832026e-06 7.9354128774866699e-06 -7.042876488867478e-06 2.2330070614121465e-05 -7.7139776493595501e-06 8.1949499525806106e-06 -1.6393254638084422e-05 -1.6248958136202418e-05 4.0323617064462854e-05 -5.0420571926287239e-06 -2.3102016466509671e-05 -5.1702763422716615e-06 -9.9976846065276612e-06 2.1429514157716769e-05 -4.9056956270885402e-06 5.1386146203709144e-06 1.253439261334349e-06 -3.0118451604721486e-05 6.7920850910766234e-06 -9.69839666952664e-06 4.8759004789644686e-06 1.5683553799530204e-07
leaf_weight=25 35 24 20 27 21 52 31 39 39 20 25 28 32 21 21 20 22 29 20 21 35 25 51 33 26 20 29 21 20 2289
leaf_count=25 35 24 20 27 21 52 31 39 39 20 25 28 32 21 21 20 22 29 20 21 35 25 51 33 26 20 29 21 20 2289
internal_value=0 -5.05022e-08 -7.34806e-09 5.38629e-08 -4.51755e-06 -1.3449e-08 -3.41072e-06 -1.04698e-05 9.78793e-08 1.96149e-08 1.59132e-07 6.71379e-06 -1.69498e-06 -4.26274e-08 -6.40625e-06 1.23183e-07 4.90167e-06 1.45274e-05 -7.07186e-06 -5.69152e-08 7.68481e-08 9.28613e-06 -1.01521e-07 -2.04539e-06 -3.64723e-06 -1.23865e-05 2.94018e-07 -2.28741e-06 -1.74564e-06 4.64983e-08
internal_weight=0 3086 3062 3021 41 2994 95 64 2899 2860 2679 80 52 2599 66 2533 92 51 41 2441 2421 46 2375 181 148 46 102 73 45 2340
internal_count=3121 3086 3062 3021 41 2994 95 64 2899 2860 2679 80 52 2599 66 2533 92 51 41 2441 2421 46 2375 181 148 46 102 73 45 2340
is_linear=0
shrinkage=0.1


Tree=5808
num_leaves=31
num_cat=0
split_feature=130 10 12 40 10 10 16 9 33 12 12 48 49 12 46 0 15 9 9 133 133 16 2 160 132 453 15 52 391 0
split_gain=7.00646e-08 1.75446e-07 2.83321e-07 1.9888e-07 1.36734e-07 9.15176e-08 1.40939e-06 8.21782e-08 4.43085e-07 1.52678e-07 6.58291e-08 1.4643e-07 2.21387e-07 1.03873e-07 8.27547e-08 2.01597e-07 8.35375e-08 6.82991e-07 5.25196e-07 1.79913e-07 2.77165e-07 1.79474e-07 1.74115e-07 3.06765e-07 2.0305e-07 2.33094e-07 2.08598e-07 1.55705e-07 1.49002e-07 1.15083e-07
threshold=-0.23647499999999996 -0.38124499999999995 -0.083994999999999986 -0.24134999999999998 -0.11058499999999999 -0.011559999999999999 -0.056919999999999991 0.092235000000000011 -0.012019999999999998 -1.0000000180025095e-35 -0.095379999999999979 0.092680000000000026 -0.014989999999999998 -0.092484999999999984 0.10253500000000002 -0.26609999999999995 -0.10203999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.14717499999999997 -0.089569999999999983 -0.096824999999999981 0.084855000000000014 -0.046074999999999991 0.091615000000000016 0.084790000000000018 -0.12255999999999999 -0.089199999999999988 -0.085594999999999991 -0.097024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 8 -7 -9 11 12 -10 -12 15 -15 17 -17 -18 21 -21 -19 23 -22 25 26 27 -24 -20 -30
right_child=1 3 -4 4 5 7 -8 9 10 -11 13 -13 -14 14 -16 16 18 19 28 20 22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.8998172380597682e-06 -1.5762770582720503e-06 -9.7472164127122525e-06 1.5054283623499031e-05 7.8730536188231781e-06 -1.9482909378136054e-05 1.4566403791063532e-05 1.5058848124941246e-05 -1.0370508726693862e-05 1.3511801125360991e-05 1.8378165714239003e-06 -6.3967283477513078e-06 -4.687964824172567e-06 1.5019195505815194e-06 9.5366624257373829e-06 -6.1552534382578657e-06 1.9293317363917596e-05 -1.5331869799015493e-05 1.3276364106786787e-05 -8.3372225741517141e-06 -1.1371783394183281e-05 -1.4674029189336578e-05 4.4992397458069419e-07 1.045450338210685e-05 1.7992567161574979e-06 -8.0441412678954371e-06 -8.0456901639536226e-06 1.2463189630745382e-05 1.089284752942713e-06 -1.7386980397954437e-06 2.298651539015154e-07
leaf_weight=20 21 21 20 22 27 21 21 21 20 20 26 23 66 22 22 20 23 20 22 22 20 24 20 26 21 20 22 158 350 1960
leaf_count=20 21 21 20 22 27 21 21 21 20 20 26 23 66 22 22 20 23 20 22 22 20 24 20 26 21 20 22 158 350 1960
internal_value=0 3.80461e-08 6.53619e-06 -4.90205e-08 1.79956e-08 -3.92835e-08 -4.37089e-06 3.07458e-08 9.30016e-08 -4.41523e-06 -1.15534e-08 2.39945e-06 4.29492e-06 -1.05477e-07 -4.64684e-08 2.40188e-09 -7.44873e-08 1.31598e-06 -2.94718e-07 2.9743e-07 -5.54475e-07 6.28012e-06 2.74727e-07 -5.36304e-06 1.35082e-06 2.24761e-06 3.27694e-06 2.14156e-06 -1.4641e-07 -6.8402e-08
internal_weight=0 3101 41 3060 3039 3017 48 2969 2928 41 2907 109 86 2798 2772 2750 2728 373 2355 353 309 44 287 46 241 220 200 178 2332 2310
internal_count=3121 3101 41 3060 3039 3017 48 2969 2928 41 2907 109 86 2798 2772 2750 2728 373 2355 353 309 44 287 46 241 220 200 178 2332 2310
is_linear=0
shrinkage=0.1


Tree=5809
num_leaves=31
num_cat=0
split_feature=46 46 1426 1426 1428 1427 1375 147 150 147 2 2 156 3 1374 52 1 0 474 14 11 16 47 0 15 43 47 12 12 16
split_gain=7.30341e-08 9.06208e-08 8.87008e-08 8.04986e-08 1.05603e-07 1.09552e-07 7.66289e-08 9.19361e-08 2.68579e-07 1.55009e-07 1.02105e-07 3.27727e-07 2.64875e-07 2.42314e-07 3.53045e-07 3.36145e-07 5.21049e-07 2.62885e-07 2.03222e-07 1.88168e-07 1.94209e-07 2.95975e-07 1.93524e-07 1.775e-06 8.0345e-07 1.72094e-06 7.07765e-07 4.06246e-07 2.69642e-07 4.00232e-07
threshold=0.10987500000000001 0.083550000000000013 -0.094284999999999994 -0.052649999999999995 0.087445000000000009 0.082040000000000016 -0.42089999999999994 0.099230000000000013 0.11456000000000001 0.093875000000000014 0.10613000000000002 0.10699500000000002 0.12061500000000001 0.092670000000000016 0.093235000000000012 -0.080979999999999983 0.090475000000000014 -0.14226499999999997 -0.14697499999999997 -1.0000000180025095e-35 0.095165000000000013 0.51791000000000009 0.092165000000000011 -0.10224499999999999 -0.10324499999999999 -0.04890499999999999 0.088915000000000008 0.086305000000000007 0.11232500000000002 -0.032969999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5 9 -9 10 13 -12 -13 14 18 -15 -17 -18 -8 -20 21 22 26 -24 25 -25 28 -26 -21 -30
right_child=-2 -3 3 4 5 -7 7 8 -10 -11 11 12 -14 15 -16 16 17 -19 19 20 -22 -23 23 24 27 -27 -28 -29 29 -31
leaf_value=6.3377792540367494e-06 5.7413679562821272e-06 -5.7039886542042955e-06 -4.9469565292332106e-06 -5.5652510745858309e-06 1.0105463063934752e-05 7.7575908686743453e-09 1.0223474778285892e-05 -1.9867142993591969e-06 1.3185973230065429e-05 -8.6376198006681599e-06 -1.1942829472967856e-05 -1.1188599556709402e-06 9.6141678947484866e-06 1.2633998011785258e-05 -1.2265299056193528e-05 -1.0772856054245494e-05 1.5422238140585945e-05 5.0418991493104307e-07 9.7499617140783815e-06 2.5339626565037163e-07 -8.5848583047174125e-06 1.1923423832491782e-05 -2.7320241838424411e-05 -1.8473757047947247e-06 -1.704070986999709e-05 3.3932669386871338e-05 1.6681579570296471e-05 -1.3922505327403236e-06 -1.7185070828418247e-05 2.1154564040313874e-06
leaf_weight=22 22 28 33 25 21 22 20 28 20 21 27 548 24 37 23 25 21 27 20 1804 26 21 26 41 21 20 26 79 22 21
leaf_count=22 22 28 33 25 21 22 20 28 20 21 27 548 24 37 23 25 21 27 20 1804 26 21 26 41 21 20 26 79 22 21
internal_value=0 -4.07596e-08 1.08751e-08 -3.47765e-08 1.89708e-08 4.9392e-06 -5.21929e-08 -5.44034e-09 4.33524e-06 -7.72861e-08 -1.48453e-08 -1.17671e-06 -6.68523e-07 2.904e-07 5.82928e-08 4.86924e-06 9.33681e-07 7.03084e-06 1.90311e-07 9.59698e-08 4.33248e-09 1.11646e-07 -8.76556e-09 -3.07625e-06 8.38933e-07 9.88379e-06 2.97491e-07 -4.67843e-06 6.68543e-08 -7.75923e-06
internal_weight=0 3099 3071 3049 3016 43 2973 2948 48 2900 2879 599 572 2280 2170 110 73 48 2147 2127 2107 2081 2060 187 161 61 1873 100 1847 43
internal_count=3121 3099 3071 3049 3016 43 2973 2948 48 2900 2879 599 572 2280 2170 110 73 48 2147 2127 2107 2081 2060 187 161 61 1873 100 1847 43
is_linear=0
shrinkage=0.1


Tree=5810
num_leaves=31
num_cat=0
split_feature=156 1428 33 47 47 47 12 47 3 47 2 43 133 52 52 3 394 131 1209 1208 133 133 1371 150 151 42 1447 481 13 42
split_gain=7.1493e-08 1.06559e-07 6.89022e-08 1.29564e-07 8.33091e-07 6.35475e-07 1.17636e-07 9.5355e-08 1.15232e-07 3.40002e-07 1.74271e-07 1.47472e-07 2.44023e-07 1.22232e-07 1.17282e-07 1.17135e-07 8.97582e-08 8.54991e-08 1.14037e-07 1.48991e-07 8.27285e-08 8.61375e-07 8.7887e-07 3.35089e-07 4.41318e-07 3.59027e-07 3.03449e-07 5.51003e-07 4.04042e-07 6.54594e-07
threshold=0.3248100000000001 0.10668500000000002 -0.012019999999999998 0.094160000000000008 0.096475000000000019 0.091210000000000013 -0.096104999999999982 0.099485000000000004 0.097915000000000016 0.10397500000000001 0.11704500000000001 -0.077824999999999991 0.017095000000000003 0.016565000000000003 -0.07278999999999998 -0.080289999999999986 0.264685 0.13767000000000004 0.14268500000000003 0.11253500000000001 0.085760000000000017 0.086085000000000009 0.083235000000000017 0.085395000000000013 -0.088054999999999981 0.088575000000000015 0.040965000000000008 -0.086219999999999977 -0.081434999999999994 0.090990000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 16 -6 -8 9 -9 -10 12 15 14 -13 -11 17 18 19 20 -4 -22 23 24 -23 -25 27 -26 29 -29
right_child=-2 -3 3 4 6 -7 7 8 10 11 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 25 26 -27 -28 28 -30 -31
leaf_value=-4.9440666074929142e-06 -5.5547180339920535e-06 7.3169257302652121e-06 -4.0802501647709878e-07 2.1195937367901069e-05 7.6290007489825996e-06 -1.7110883006601151e-05 5.5646766798288032e-06 -1.0641939432909048e-05 1.0095479774463456e-05 3.0988434123320346e-06 -1.4743218465203731e-06 -6.2005390270769567e-07 -4.6811539190317633e-06 2.5696344339719091e-06 -1.0043369067196702e-05 1.2517641461391063e-05 6.0419971456819141e-06 -6.1716075992001654e-06 7.4743279128597352e-06 -8.703609346412122e-06 1.9884970618516927e-05 -1.3487510983870144e-05 -2.0442941367946334e-05 1.2181394368819081e-05 -1.3500714216466543e-05 -3.7657335354879253e-06 1.2432153969365617e-05 2.3446981635239746e-06 -7.4081606549066809e-07 1.962254034949113e-05
leaf_weight=28 23 20 1833 21 22 22 28 35 23 31 30 25 26 28 28 23 24 23 20 20 23 23 20 48 28 20 21 140 439 26
leaf_count=28 23 20 1833 21 22 22 28 35 23 31 30 25 26 28 28 23 24 23 20 20 23 23 20 48 28 20 21 140 439 26
internal_value=0 4.12339e-08 -6.04156e-09 3.92911e-08 1.94299e-06 -1.83853e-07 5.90774e-07 3.17813e-08 -5.90392e-07 -1.70905e-06 3.54654e-06 2.32882e-07 3.27825e-06 -2.77489e-06 -5.59841e-06 7.11055e-06 -4.63363e-08 -1.00777e-07 -4.8305e-08 -1.05273e-07 -3.9662e-08 8.17203e-07 2.43923e-07 7.99276e-07 1.27131e-07 7.49106e-06 6.05934e-07 2.13595e-07 8.48307e-07 5.05087e-06
internal_weight=0 3098 3078 3050 320 2730 299 277 249 196 53 161 80 81 53 54 2708 2684 2661 2641 2621 788 765 745 677 68 654 633 605 166
internal_count=3121 3098 3078 3050 320 2730 299 277 249 196 53 161 80 81 53 54 2708 2684 2661 2641 2621 788 765 745 677 68 654 633 605 166
is_linear=0
shrinkage=0.1


Tree=5811
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 150 150 454 47 10 47 47 484 44 484 40 47 4 3 16 457 3 3 3 2 12 3 2 2 2 133
split_gain=6.26118e-08 3.69856e-07 1.81239e-07 1.26366e-07 6.18469e-08 1.13293e-07 8.6054e-08 7.26671e-08 6.97612e-07 6.56876e-07 1.83151e-07 1.23884e-07 1.39678e-07 3.97869e-07 1.15033e-07 1.2941e-07 1.62324e-07 1.91277e-07 1.40348e-07 1.07813e-07 9.78309e-08 6.15582e-07 3.226e-07 6.80766e-07 3.03407e-07 2.93621e-07 2.05082e-07 1.06267e-06 1.01615e-06 2.90025e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.11226499999999999 -0.094239999999999977 0.085470000000000004 0.094160000000000008 -1.0000000180025095e-35 0.091210000000000013 0.097970000000000015 -0.078424999999999981 0.099360000000000018 -0.037689999999999994 -0.049474999999999998 0.10843500000000002 0.057560000000000007 -0.078244999999999995 -0.016164999999999995 -0.11701499999999999 -0.080484999999999987 -0.079864999999999978 -0.07908999999999998 0.090050000000000005 0.092255000000000018 -0.080634999999999984 0.090935000000000016 0.090425000000000019 0.09142500000000002 0.092470000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 -3 9 -9 19 -10 -12 13 -13 -15 18 -17 -18 -16 -7 25 24 23 -23 -22 26 27 -21 -28 -30
right_child=1 4 -4 -5 5 7 -8 8 10 -11 11 12 -14 14 15 16 17 -19 -20 20 21 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=2.7415231122838372e-07 1.3346893039548983e-05 7.6481833748402998e-06 -9.6392637387907609e-06 -7.9328030075148928e-06 -6.8743216464402695e-06 5.4344514031375491e-06 -8.2744993604770256e-07 1.9553293318494982e-05 -8.7865374293219909e-06 -1.8193560163126676e-05 -4.2670549048221133e-06 1.5806125022555491e-05 -5.7395301371884888e-06 8.2165894400532132e-06 1.0773490075735025e-05 2.5710984700616115e-06 1.8542667385190724e-06 -1.0689302865601702e-05 -9.3148769987497609e-07 4.7418886693583538e-08 -5.2982256567056837e-06 -1.6126131185956183e-06 -6.3723810268585513e-07 2.1905947860432207e-05 -2.1096225468681952e-05 1.1467289986436906e-05 2.3104982169157169e-05 -2.1276455436236576e-05 2.2234499436581842e-06 -5.3801987057037578e-06
leaf_weight=176 21 25 25 21 24 36 23 20 21 20 38 21 21 20 20 43 20 31 21 891 31 32 1044 20 20 24 22 24 306 60
leaf_count=176 21 25 25 21 24 36 23 20 21 20 38 21 21 20 20 43 20 31 21 891 31 32 1044 20 20 24 22 24 306 60
internal_value=0 1.2395e-07 -1.61856e-06 -6.00701e-07 2.74652e-08 -3.29075e-08 3.58694e-06 2.56078e-08 1.56635e-06 -1.42474e-07 1.61124e-07 9.60702e-07 1.9691e-06 2.88888e-06 1.1388e-06 9.02425e-08 -1.95453e-06 -5.77026e-06 4.77826e-06 1.35981e-09 -7.76989e-08 -7.54081e-07 -2.54344e-07 7.43299e-06 -1.14935e-05 5.06936e-07 3.05057e-07 -5.11896e-07 2.23163e-06 9.7695e-07
internal_weight=0 2899 222 197 2878 2830 48 2806 276 2530 256 235 197 176 155 135 94 51 41 2510 2474 1147 1096 52 51 1327 1303 915 388 366
internal_count=3121 2899 222 197 2878 2830 48 2806 276 2530 256 235 197 176 155 135 94 51 41 2510 2474 1147 1096 52 51 1327 1303 915 388 366
is_linear=0
shrinkage=0.1


Tree=5812
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 475 1429 157 1429 157 13 49 43 1371 42 151 148 447 156 157 156 160 15 13 12 2 3 3 403 3 3
split_gain=6.40879e-08 1.38169e-07 8.2255e-08 6.43388e-08 2.99151e-07 1.09156e-07 9.40626e-08 4.95693e-07 4.2567e-07 3.21845e-07 2.44459e-07 2.45551e-07 2.16971e-07 5.42501e-07 1.63462e-07 1.24802e-07 1.41239e-07 1.05833e-07 3.34955e-07 2.89343e-07 1.99243e-07 1.12529e-07 1.25064e-07 3.46295e-07 1.38491e-07 1.07763e-07 3.96681e-07 3.35421e-07 2.8967e-07 8.98105e-07
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.069929999999999978 -0.011519999999999997 -0.026244999999999997 -0.087424999999999989 0.083960000000000021 -0.086394999999999986 -0.085804999999999979 -0.0069299999999999995 -0.079914999999999986 0.083235000000000017 0.084145000000000011 -0.54279999999999984 -0.10069499999999999 0.094580000000000011 0.091255000000000017 -0.078969999999999985 0.088175000000000017 -0.080409999999999995 -0.45963999999999994 -0.079969999999999986 0.08815000000000002 0.095195000000000016 -0.081644999999999981 -0.081459999999999991 -0.53762499999999991 -0.083344999999999989 -0.083784999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 9 -8 -7 -11 -12 14 -14 -10 -16 17 19 -19 25 -21 -20 -23 -24 -25 28 -27 -28 29 -17
right_child=1 2 3 5 -6 6 8 -9 12 10 11 -13 13 -15 15 16 -18 18 21 20 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-5.1476218288826207e-06 7.7617554250972059e-06 -5.7305455266032372e-06 -3.7821397540938053e-06 -6.8941395669674467e-06 1.1398678539990215e-05 1.0010552758103586e-05 1.3136157431034691e-05 -1.7086395638727938e-05 9.1442774828465189e-06 6.1435247650241884e-06 -1.3675021977178405e-05 -1.2642528437306117e-06 -1.841747737541612e-05 4.5952207733535036e-06 6.9664137019851929e-06 6.2728609718227999e-07 -6.8184091348181636e-06 1.4360652206354039e-05 -4.9912281678256546e-06 -1.682375090161298e-06 -1.5154752382310714e-05 -3.3735926990630109e-06 1.3221859044928612e-05 -7.1139948568088597e-06 3.6288772829114651e-06 -1.3851383832016755e-05 -1.2852141043411046e-05 -1.135645737730851e-07 4.3388836255329026e-06 -1.6956336494331481e-05
leaf_weight=24 23 25 27 23 25 25 25 20 20 23 25 44 21 20 26 915 30 21 27 23 21 29 28 20 30 22 21 1317 191 30
leaf_count=24 23 25 27 23 25 25 25 20 20 23 25 44 21 20 26 915 30 21 27 23 21 29 28 20 30 22 21 1317 191 30
internal_value=0 3.98838e-08 -1.7892e-08 2.89484e-08 3.51633e-06 -3.15601e-08 2.1513e-08 -2.53771e-06 1.45099e-07 -5.07503e-08 -2.7848e-06 -5.76091e-06 2.96022e-08 -7.19177e-06 1.3645e-07 7.09627e-08 5.17124e-09 8.11295e-08 2.6179e-06 -7.36736e-08 -8.11237e-06 7.7762e-07 2.23331e-06 4.31793e-06 -6.68272e-07 6.80343e-08 -5.32493e-07 -3.13497e-07 7.86975e-07 6.90759e-08
internal_weight=0 3097 3074 3049 52 2997 2974 137 2837 117 92 69 2812 41 2771 2751 2725 2695 155 2540 44 134 107 78 50 2496 1360 1338 1136 945
internal_count=3121 3097 3074 3049 52 2997 2974 137 2837 117 92 69 2812 41 2771 2751 2725 2695 155 2540 44 134 107 78 50 2496 1360 1338 1136 945
is_linear=0
shrinkage=0.1


Tree=5813
num_leaves=31
num_cat=0
split_feature=1429 156 16 1 1428 1419 157 1419 1420 132 1186 1185 1203 131 131 399 2 15 16 15 45 47 47 47 131 457 484 0 15 52
split_gain=7.24166e-08 2.02335e-07 7.95565e-08 1.81581e-07 1.39959e-07 8.46906e-08 2.57828e-07 1.25442e-07 1.54893e-07 8.05253e-08 1.77978e-06 1.06398e-06 1.56056e-07 1.18232e-07 1.34009e-07 7.65983e-08 2.01771e-07 1.6813e-07 1.39908e-07 1.53176e-07 7.18639e-08 8.39657e-08 7.46705e-07 4.82138e-07 1.58822e-07 1.36354e-07 1.36643e-07 1.30808e-07 1.48589e-07 1.21553e-07
threshold=-0.23752499999999996 0.32523500000000005 0.63636000000000015 0.10752500000000002 0.094820000000000015 0.089400000000000021 -0.06482499999999998 0.086505000000000012 -0.085109999999999991 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.085960000000000023 0.13612500000000002 0.12681500000000004 0.10739000000000001 0.10188000000000001 -0.089024999999999979 -0.073404999999999984 0.084510000000000016 0.10041000000000001 0.092165000000000011 0.096475000000000019 0.086380000000000012 0.096490000000000006 -0.077859999999999985 -0.070679999999999979 -0.097024999999999986 -0.13578499999999996 -0.069804999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 8 -2 10 12 -11 15 14 20 16 17 -10 19 -19 21 23 -23 -13 25 -24 -27 28 -28 -29
right_child=1 -3 3 -5 -6 6 -8 -9 9 11 -12 13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 24 -25 -26 26 27 29 -30 -31
leaf_value=-5.7170411723332527e-06 -8.3898573476207357e-06 1.0066279110105824e-05 2.5491551173217889e-06 -1.0616212510037507e-05 6.3223221241059958e-06 3.9656673537968391e-06 -1.0107067834420984e-05 6.6946192386499859e-06 7.965686300027441e-06 -2.2014916930857e-05 2.8822231804910685e-05 1.1631542990314232e-08 -8.0005021557334325e-06 6.1089508157863298e-06 -8.1607723313936734e-06 5.4567527926833877e-06 -9.0123696536466015e-06 -2.9281131645575445e-06 -7.1624364796594754e-06 7.6402645656041094e-06 4.6931241988865876e-06 -1.8140258896892191e-05 -4.641444189069767e-06 1.2185288238525215e-05 -7.9994572429727266e-06 8.517430670248619e-06 7.977338296965369e-08 3.0120463065941294e-06 9.8364336197307612e-06 -5.1697895702565571e-06
leaf_weight=22 22 20 20 22 35 23 30 28 26 22 22 2301 29 32 20 22 25 32 27 24 33 25 36 33 22 28 37 30 27 46
leaf_count=22 22 20 20 22 35 23 30 28 26 22 22 2301 29 32 20 22 25 32 27 24 33 25 36 33 22 28 37 30 27 46
internal_value=0 4.05903e-08 -2.45327e-08 -4.34699e-06 3.52444e-08 -3.8056e-08 -4.00003e-06 3.31494e-08 -3.07058e-08 3.27303e-08 1.93335e-06 -1.13417e-07 -1.26425e-06 6.70452e-08 -6.24554e-09 -1.19993e-08 -9.09854e-07 9.48521e-07 -1.24963e-06 1.60119e-06 5.60503e-08 -3.14638e-09 -1.74108e-06 1.83753e-07 7.29841e-08 9.43541e-07 2.14032e-06 8.64903e-07 4.19586e-06 -1.94012e-06
internal_weight=0 3099 3079 42 3037 3002 53 2949 2921 2899 207 2692 185 2670 2638 156 134 109 83 56 2618 2585 251 2334 226 204 168 140 64 76
internal_count=3121 3099 3079 42 3037 3002 53 2949 2921 2899 207 2692 185 2670 2638 156 134 109 83 56 2618 2585 251 2334 226 204 168 140 64 76
is_linear=0
shrinkage=0.1


Tree=5814
num_leaves=31
num_cat=0
split_feature=472 1429 13 3 0 484 2 52 13 1212 1213 16 15 1213 1213 1213 1213 1213 1210 4 12 1447 1447 481 403 3 1446 130 130 1210
split_gain=7.34639e-08 1.27613e-07 7.96746e-08 3.62565e-07 3.14403e-07 1.61982e-07 3.96854e-07 1.19551e-07 2.08478e-07 1.10614e-07 1.46753e-07 2.82623e-07 3.53712e-07 1.30398e-07 3.40987e-07 7.01201e-07 3.54557e-07 4.35779e-07 5.50783e-07 2.7842e-07 1.83937e-07 1.53644e-07 1.23219e-06 9.35051e-07 5.80653e-07 4.94047e-07 2.94126e-07 1.14293e-07 4.82167e-07 3.89931e-07
threshold=-0.38234499999999999 -0.23587499999999997 0.095710000000000017 -0.24124499999999996 0.12411500000000002 0.090535000000000018 0.14838000000000004 0.092965000000000006 0.15641500000000003 -0.52517999999999987 -0.24064499999999997 -0.091114999999999988 0.090750000000000011 -0.09411499999999999 -0.088159999999999974 -0.087049999999999975 -0.085714999999999986 -0.084134999999999988 -0.3960249999999999 -0.078629999999999992 0.087005000000000013 -0.085684999999999997 -0.086279999999999982 -0.086354999999999987 -0.55157999999999985 -0.082094999999999987 0.085345000000000018 0.08610000000000001 0.0084900000000000028 -0.0084249999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -4 -9 -5 11 -11 -13 19 -15 -16 -17 -18 -19 20 -12 22 23 -20 -23 -25 -27 28 -26 -29
right_child=1 2 4 9 -6 -7 -8 8 -10 10 13 12 -14 14 15 16 17 18 21 -21 -22 24 -24 25 27 26 -28 29 -30 -31
leaf_value=-5.5113244423902565e-06 7.4637540325531283e-06 -1.0930531602899728e-05 1.1034939931971016e-06 7.3546179826067264e-06 1.1261076792455545e-05 -7.2050470997737658e-06 1.404515808189899e-05 2.0430850630267134e-06 -1.2222762429701107e-05 5.2583271380648337e-06 3.2795918978872184e-06 -1.9667179955717984e-06 -1.8919325390243104e-05 -9.9106972265872189e-06 1.822489858092186e-05 -1.3063509617322346e-05 1.468660179853032e-05 -1.4612171211270974e-05 -1.8714587831610791e-05 -2.9404094561868989e-06 1.6392210163758139e-05 -1.5965766021469357e-05 2.6143387658521532e-05 1.7806072255552865e-05 3.7728477254469141e-08 5.6154160027214559e-06 -9.8151320344186395e-06 -1.3386555063469268e-05 1.171184604926465e-05 -6.3015678581141062e-07
leaf_weight=24 23 31 169 20 30 25 22 21 20 21 23 32 20 35 21 21 20 26 23 32 20 23 20 20 2052 30 21 27 36 213
leaf_count=24 23 31 169 20 30 25 22 21 20 21 23 32 20 35 21 21 20 26 23 32 20 23 20 20 2052 30 21 27 36 213
internal_value=0 4.26987e-08 -1.28264e-08 -1.76199e-07 1.57366e-06 4.4283e-07 1.26695e-06 -7.17142e-08 -4.91586e-06 -5.52328e-08 -1.09398e-07 -4.53283e-06 -8.48695e-06 1.18598e-08 -1.07264e-07 2.71349e-08 -1.23794e-07 -1.5577e-08 -1.33619e-07 4.12242e-06 9.37848e-06 1.90956e-08 3.60437e-06 -1.19116e-06 -1.54754e-07 4.48544e-06 -7.38339e-07 1.454e-09 2.39006e-07 -2.06525e-06
internal_weight=0 3097 3074 2787 287 257 232 210 41 2756 2736 73 52 2663 2588 2553 2532 2511 2491 75 43 2465 114 94 2351 71 51 2328 2088 240
internal_count=3121 3097 3074 2787 287 257 232 210 41 2756 2736 73 52 2663 2588 2553 2532 2511 2491 75 43 2465 114 94 2351 71 51 2328 2088 240
is_linear=0
shrinkage=0.1


Tree=5815
num_leaves=31
num_cat=0
split_feature=1429 156 1429 157 1429 1429 156 4 156 3 3 3 3 157 51 49 1370 49 3 1427 376 16 120 49 39 0 42 14 11 11
split_gain=7.5377e-08 1.81845e-07 7.86913e-08 2.42309e-07 1.48479e-07 9.13357e-08 8.7823e-08 3.16861e-07 1.97454e-07 1.87405e-07 2.19915e-07 1.7837e-07 2.5546e-07 9.62167e-08 4.53087e-07 4.69592e-07 3.89277e-07 2.39304e-07 3.30166e-07 1.10255e-07 1.03498e-07 2.17327e-07 2.05638e-07 2.02893e-07 1.95823e-07 2.04732e-07 1.39678e-07 1.18918e-07 3.32877e-07 2.73122e-07
threshold=-0.23752499999999996 0.32523500000000005 -0.08262499999999999 -0.049319999999999996 -0.069929999999999978 -0.026244999999999997 0.091895000000000018 -0.50262499999999988 0.089950000000000016 -0.10831999999999999 -0.085114999999999982 -0.079594999999999985 -0.071329999999999991 -0.087424999999999989 -0.085534999999999986 0.08610000000000001 1.0000000180025095e-35 -0.0069299999999999995 -0.079594999999999985 0.088240000000000013 0.049360000000000008 -0.50339499999999993 1.0000000180025095e-35 -0.081604999999999997 0.086380000000000012 -0.063634999999999983 0.15432000000000004 0.078235000000000013 0.074925000000000005 0.081365000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 8 -8 13 -9 -11 -12 -13 14 -7 17 19 -16 -19 20 22 -22 26 -23 -25 -26 27 -15 -29 -30
right_child=1 -3 4 -5 5 6 7 9 -10 10 11 12 -14 16 15 -17 -18 18 -20 -21 21 23 -24 24 25 -27 -28 28 29 -31
leaf_value=-5.8327351119012092e-06 1.8582779034659326e-06 9.545908415020677e-06 7.4303327568048664e-06 -1.159807731670773e-05 -6.2961174990050498e-06 -1.5753198702193252e-05 1.3132714889252385e-05 -7.9934945982916943e-06 -7.7975111914631948e-06 1.1637883935975424e-05 -7.1959289700771476e-06 1.2009489559464524e-05 -5.8696571966430539e-07 3.3686410979533345e-08 3.5944637249636052e-06 1.3362676321819544e-05 1.4005384700794822e-05 -1.7720702514907317e-05 -3.2380853708010213e-07 -6.892192546413002e-06 -6.8078508775215598e-06 -1.5291666096843637e-06 -9.7180511137263572e-06 1.3640153829798912e-05 -3.2338959863409402e-06 8.8438243750488255e-06 7.0158239298377475e-06 -1.4007103713400125e-05 7.525635647399353e-06 -7.8074997829736242e-06
leaf_weight=22 32 20 27 23 23 22 23 22 33 20 25 21 69 2334 28 21 20 20 24 23 21 42 22 29 25 32 28 23 26 21
leaf_count=22 32 20 27 23 23 22 23 22 33 20 25 21 69 2334 28 21 20 20 24 23 21 42 22 29 25 32 28 23 26 21
internal_value=0 4.14034e-08 -2.03342e-08 -3.76893e-06 4.78446e-08 -1.86643e-08 2.98835e-08 2.17085e-06 -1.08046e-07 5.64976e-07 1.95969e-06 2.76525e-07 2.35221e-06 -1.61398e-08 -2.84778e-06 2.05115e-07 1.06928e-07 -3.63251e-06 -8.23149e-06 1.07571e-09 6.19843e-08 2.621e-06 -9.33921e-08 4.16793e-06 6.95023e-06 3.54658e-06 -6.32697e-09 -8.81158e-08 -4.14935e-06 6.7466e-07
internal_weight=0 3099 3079 55 3024 2997 2974 180 2794 157 135 115 90 2761 115 93 2646 72 44 2626 2603 149 2454 128 86 57 2432 2404 70 47
internal_count=3121 3099 3079 55 3024 2997 2974 180 2794 157 135 115 90 2761 115 93 2646 72 44 2626 2603 149 2454 128 86 57 2432 2404 70 47
is_linear=0
shrinkage=0.1


Tree=5816
num_leaves=31
num_cat=0
split_feature=156 472 1208 1208 1209 42 1209 132 1185 15 1186 43 130 12 16 130 403 1186 129 1184 1210 403 156 1428 15 13 475 3 151 155
split_gain=7.74954e-08 1.05835e-07 6.7082e-08 1.80908e-07 9.4337e-08 7.82178e-07 7.25257e-08 6.90356e-08 4.17111e-07 1.58684e-07 1.91341e-07 6.75992e-08 2.52733e-07 2.27332e-07 9.99881e-08 9.40344e-08 9.86542e-08 9.49029e-08 1.48797e-07 2.24024e-07 9.05694e-08 1.6753e-07 7.44214e-08 3.17452e-07 1.98016e-07 2.67408e-07 1.85952e-07 2.83013e-07 1.514e-07 1.86908e-07
threshold=0.3248100000000001 -0.095174999999999996 0.11846000000000001 0.10683000000000002 -0.087714999999999987 0.087405000000000024 -0.074484999999999982 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.45785999999999999 -0.22699999999999995 0.10016000000000001 -0.010264999999999998 -0.14723999999999998 -0.5492149999999999 0.090275000000000008 -0.077709999999999987 0.083155000000000021 -0.13847499999999999 -0.50388999999999984 0.09747500000000002 -0.020064999999999996 -0.076244999999999993 -0.06884499999999999 1.0000000180025095e-35 -0.082689999999999986 -1.0000000180025095e-35 0.10022500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 9 -9 10 -8 13 -13 14 -10 -14 -17 18 -18 20 -20 -22 23 -23 25 -24 -25 -28 -26 -30
right_child=-2 2 -4 -5 6 -7 7 8 11 -11 -12 12 15 -15 -16 16 17 -19 19 -21 21 22 24 26 28 -27 27 -29 29 -31
leaf_value=6.3962330273170668e-06 -5.7831904007838128e-06 -1.0848561807961233e-05 5.047075361429822e-06 -8.8892648754470279e-06 -4.3424625451175067e-06 1.4857576816839041e-05 2.8888390986833463e-07 1.4175300843600695e-05 4.2827355211253838e-06 -9.5653490540786631e-06 -9.8099528583718771e-06 -1.0985678038975623e-05 6.6935111178844684e-06 1.1276378603250361e-05 -4.3147001560423488e-06 5.4071017085665186e-06 -7.4118317927838825e-06 5.4951982186442673e-06 5.3888703781734064e-06 1.0459872821400041e-05 -8.5463683878591233e-06 -1.1081629408080416e-05 6.430951590375163e-07 -3.0758148800661263e-07 6.2710802566194305e-06 1.3322846833990957e-05 1.4684759905018532e-05 -9.2355724020238162e-07 -1.0788828482914555e-05 1.1061382854492523e-08
leaf_weight=26 23 20 26 23 39 29 176 21 24 23 21 21 21 23 31 33 28 30 29 20 24 27 39 2164 23 29 21 26 22 59
leaf_count=26 23 20 26 23 39 29 176 21 24 23 21 21 21 23 31 33 28 30 29 20 24 27 39 2164 23 29 21 26 22 59
internal_value=0 4.29419e-08 -1.08295e-08 -5.40027e-08 1.3219e-08 4.36528e-06 -5.84861e-08 -1.56098e-09 1.36496e-07 -1.70531e-06 -7.87642e-07 2.70622e-08 -5.94346e-08 2.92803e-06 -5.63092e-07 2.89858e-08 -2.53867e-08 -9.59385e-08 -1.62738e-07 -8.09925e-08 -1.66586e-07 -2.32777e-07 -1.49986e-07 -3.04041e-07 1.85451e-06 6.05064e-06 -1.72428e-07 6.05037e-06 -8.89103e-07 -2.92224e-06
internal_weight=0 3098 3072 3046 3023 49 2974 2935 2715 220 197 2694 2616 78 55 2595 2574 2541 2511 2483 2463 2434 2410 2238 172 68 2211 47 104 81
internal_count=3121 3098 3072 3046 3023 49 2974 2935 2715 220 197 2694 2616 78 55 2595 2574 2541 2511 2483 2463 2434 2410 2238 172 68 2211 47 104 81
is_linear=0
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Tree=5817
num_leaves=31
num_cat=0
split_feature=473 16 1 472 155 2 156 130 40 42 154 1429 471 155 156 157 156 156 2 3 3 15 402 12 401 151 3 129 160 14
split_gain=7.55934e-08 1.05751e-07 4.68165e-07 5.86754e-07 2.37669e-07 2.01743e-07 6.88282e-08 6.60585e-08 1.69313e-07 8.84875e-08 7.4649e-08 9.02889e-08 1.36797e-07 1.77691e-07 3.036e-07 1.10033e-07 1.83051e-07 3.0658e-07 2.75519e-07 9.08573e-08 2.33843e-07 1.74258e-07 1.74097e-07 3.42318e-07 2.38212e-07 1.95239e-07 3.80184e-07 2.72475e-07 2.10404e-07 2.74396e-07
threshold=-0.23352999999999996 0.62682500000000008 0.10672000000000002 -0.0062899999999999996 0.11854500000000001 0.11263500000000001 0.11850000000000001 -0.23123999999999997 -0.24290999999999999 0.15432000000000004 0.085530000000000009 0.11475 0.094575000000000006 0.10022500000000002 0.10691500000000002 0.12866000000000002 0.09747500000000002 0.092385000000000009 0.09580000000000001 -0.096544999999999978 -0.094874999999999987 0.10347000000000002 0.085065000000000016 0.085565000000000016 0.078085000000000016 -0.093064999999999981 -0.10023499999999998 0.080675000000000011 0.08325500000000001 0.076175000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -4 7 -2 -9 10 11 12 13 15 -15 16 17 19 -18 21 -21 22 24 -24 25 -10 27 28 29 -27
right_child=1 2 5 -5 -6 -7 -8 8 9 -11 -12 -13 -14 14 -16 -17 18 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=6.1281668968149459e-06 5.3651697034302231e-06 -2.3135683741202231e-05 1.1748236443054339e-05 -1.0232113504571317e-06 9.0706290675684469e-06 -2.4554003823595851e-06 -4.3722278749985184e-06 -9.1844531812057547e-06 -7.2227999226015527e-06 6.5158676512683521e-06 -6.0871787286487237e-06 6.1512833819203187e-06 -7.6889473921650996e-06 1.5407431581024868e-05 -1.8080232269399165e-06 -7.0860067890779732e-06 1.3231838257992807e-05 -1.033876145466538e-05 -5.7803244984801827e-08 -8.8666854466165173e-06 -1.2166525007188968e-07 -7.4320845572271676e-06 -1.2897414614537246e-05 3.4128397201569783e-06 1.26368687925487e-05 2.2972917451756065e-06 1.3200527154543625e-05 -8.6784281298453902e-06 -5.5009452824249046e-06 1.3773294493072777e-05
leaf_weight=20 23 20 20 30 29 20 36 20 21 21 20 24 23 20 21 22 26 29 39 31 2244 21 22 31 23 158 31 24 28 24
leaf_count=20 23 20 20 30 29 20 36 20 21 21 20 24 23 20 21 22 26 29 39 31 2244 21 22 31 23 158 31 24 28 24
internal_value=0 -3.95287e-08 -3.41726e-06 -9.8682e-06 6.14331e-08 4.64642e-06 -2.61815e-08 2.6927e-08 -1.50777e-08 4.80941e-08 9.65936e-10 4.35106e-08 -8.14073e-09 5.46154e-08 6.58976e-06 -4.19747e-08 1.43366e-08 -1.12512e-07 5.25805e-06 -9.38672e-10 -2.40828e-07 1.42399e-06 1.93774e-06 -3.35745e-06 2.84598e-06 2.0586e-06 2.79411e-06 1.41548e-06 2.56907e-06 3.81061e-06
internal_weight=0 3101 90 50 3011 40 2982 2946 2923 2903 2882 2862 2838 2815 41 2774 2752 2687 65 2658 2275 383 362 53 309 286 265 234 210 182
internal_count=3121 3101 90 50 3011 40 2982 2946 2923 2903 2882 2862 2838 2815 41 2774 2752 2687 65 2658 2275 383 362 53 309 286 265 234 210 182
is_linear=0
shrinkage=0.1


Tree=5818
num_leaves=31
num_cat=0
split_feature=1429 156 1425 1426 474 155 155 155 11 2 132 0 1186 2 2 2 43 47 10 15 3 3 12 1447 481 480 403 1209 1210 1213
split_gain=7.31411e-08 1.87279e-07 9.5802e-08 8.30129e-08 6.99457e-08 1.22737e-07 8.79027e-08 1.19758e-07 6.07628e-08 7.06691e-08 6.63875e-07 2.58505e-06 1.61991e-06 8.05057e-07 5.07739e-07 4.96172e-07 2.63701e-07 5.58393e-07 1.44958e-06 5.44239e-07 5.60326e-07 6.76257e-07 3.61236e-07 2.27921e-07 3.41534e-07 6.81005e-07 6.50838e-07 2.79066e-07 2.74109e-07 1.65418e-06
threshold=-0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 -0.42010499999999995 0.11562500000000002 0.10772000000000002 0.104145 -0.072629999999999986 0.083715000000000026 -0.083284999999999984 -0.082284999999999983 0.049580000000000006 0.082850000000000021 0.083865000000000009 0.081685000000000021 -0.0095349999999999983 0.094160000000000008 -0.011239999999999998 -0.10203999999999998 -0.014944999999999998 -0.077354999999999993 0.089885000000000007 0.059120000000000013 -0.087424999999999989 0.086850000000000024 -0.55049499999999985 -0.089214999999999989 -0.094799999999999982 -0.087969999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6 10 11 -10 13 15 -11 16 -12 18 -18 -20 21 22 -21 24 25 -16 -26 -28 29 -29
right_child=1 -3 -4 -5 5 -7 -8 -9 9 14 12 -13 -14 -15 23 -17 17 -19 19 20 -22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-5.7455660225969044e-06 5.4789624527984422e-06 9.686268522273168e-06 -6.315218596834409e-06 6.4490064994515714e-06 -5.3494751184535708e-06 -6.0309250202675793e-06 5.4902165676798304e-06 -7.7542244582673454e-06 -8.2837487228131918e-06 -1.5035275373520564e-05 -6.9876748899732083e-07 3.9536517041227631e-05 -2.6604258945636419e-05 1.5516980306844945e-05 4.3115935157055943e-06 -1.4952958075636636e-05 -2.401793241915584e-05 1.5929827449942806e-05 1.8064511226839387e-05 5.6621741781495275e-06 -1.2612836930388356e-05 1.7788773584470621e-05 -6.8277899350878455e-06 8.4150205903795498e-06 1.6003451573851635e-05 -2.0346880808119751e-05 -1.014568023427793e-05 -1.2234066733753935e-05 -2.6316372762045095e-07 2.8437535349894459e-05
leaf_weight=22 23 20 24 20 21 34 29 20 26 23 469 20 22 36 21 21 20 31 25 57 22 30 39 31 25 24 28 20 1898 20
leaf_count=22 23 20 24 20 21 34 29 20 26 23 469 20 22 36 21 21 20 31 25 57 22 30 39 31 25 24 28 20 1898 20
internal_value=0 4.07933e-08 -2.186e-08 2.75804e-08 -1.47354e-08 -5.66859e-08 1.15223e-08 -4.23543e-08 1.03044e-08 4.90098e-08 8.36988e-07 1.25077e-05 1.41584e-07 9.26129e-07 -2.59395e-07 1.90456e-07 6.49347e-07 3.47196e-06 1.47096e-06 4.41765e-06 2.11244e-06 4.68352e-06 5.88126e-07 -9.49803e-08 -2.24553e-07 -8.83959e-06 -2.98383e-08 -2.3372e-07 -9.05136e-08 8.10173e-06
internal_weight=0 3099 3079 3055 3035 3012 2978 2949 2929 2908 818 46 772 750 2090 714 693 224 193 173 148 126 96 2067 2036 45 1991 1966 1938 40
internal_count=3121 3099 3079 3055 3035 3012 2978 2949 2929 2908 818 46 772 750 2090 714 693 224 193 173 148 126 96 2067 2036 45 1991 1966 1938 40
is_linear=0
shrinkage=0.1


Tree=5819
num_leaves=31
num_cat=0
split_feature=1447 157 1446 1447 1453 1447 1447 132 394 1203 160 160 1443 480 1455 1456 43 482 42 39 3 482 1 1 1 1 1 4 2 1
split_gain=7.61805e-08 1.85506e-07 1.60821e-07 1.03746e-07 2.22626e-07 1.09695e-06 4.844e-07 8.22404e-08 3.05853e-07 2.66728e-07 8.00916e-08 1.32204e-07 1.00629e-07 1.10874e-07 9.86747e-08 9.86241e-08 2.37128e-07 1.61192e-07 5.3521e-07 3.1402e-07 2.24203e-07 9.76792e-08 9.18226e-08 1.74029e-06 1.28773e-06 5.11448e-07 3.5747e-07 3.53734e-07 2.94399e-07 2.45163e-07
threshold=-0.086849999999999997 -0.081579999999999986 0.037915000000000011 -0.086279999999999982 -0.087504999999999986 -0.085684999999999997 -0.084549999999999986 -0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.54913999999999985 -0.53908999999999996 0.088675000000000018 -1.0000000180025095e-35 -0.24112999999999998 -0.15024999999999997 -0.071629999999999985 0.090355000000000005 0.096235000000000015 0.15619500000000003 -0.082284999999999983 0.098105000000000012 0.092695000000000013 0.091535000000000019 0.093700000000000019 0.094465000000000007 0.096860000000000016 -0.020529999999999996 -0.0091949999999999983 0.098700000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -7 9 10 -8 -9 -12 13 -13 -15 16 -16 19 20 22 -19 -22 23 28 -24 -26 27 -27 -17 -28
right_child=3 2 -4 4 5 6 7 8 -10 -11 11 12 -14 14 15 17 -18 18 -20 -21 21 -23 24 -25 25 26 29 -29 -30 -31
leaf_value=1.0859722724567498e-05 -6.7728625916298261e-06 6.8033452397803961e-06 -3.7398191877330719e-06 -8.7505769631112858e-06 2.3394509003082931e-05 -1.4253029644351046e-05 -7.4084741415643884e-07 4.6842311563965714e-06 1.1902236606560606e-05 -1.2875752746026591e-05 -7.7204233134993547e-06 7.3596478343807535e-06 -6.3821659599246537e-06 5.9686425434587621e-06 2.3581569301065677e-06 1.1822976930055857e-05 -1.2686760910582962e-05 5.6977757527848176e-06 1.4962767544045252e-05 -1.2570333542498701e-05 -1.0295033286473138e-07 -9.2392155097513756e-06 2.053054527308973e-05 -2.2487926637820366e-05 -1.4622055072243752e-05 8.4325603745387066e-07 -8.6329854781297403e-06 1.7075036442292914e-05 -9.9361045468353372e-08 3.1887435731494869e-07
leaf_weight=22 23 23 39 29 20 24 192 37 22 20 22 21 24 28 22 21 20 34 31 20 22 25 32 35 23 29 32 25 1508 696
leaf_count=22 23 23 39 29 20 24 192 37 22 20 22 21 24 28 22 21 20 34 31 20 22 25 32 35 23 29 32 25 1508 696
internal_value=0 2.97069e-06 1.71355e-07 -8.21703e-08 -3.11133e-08 5.35984e-08 -1.03844e-07 1.16198e-08 1.59008e-07 -1.88565e-06 6.35694e-08 -4.6221e-10 6.36764e-08 1.22632e-07 6.42469e-08 4.37282e-11 -4.80609e-06 7.97348e-08 3.78861e-06 -9.18449e-08 -4.87913e-07 -4.96267e-06 1.20992e-08 -4.40301e-07 8.57445e-07 7.54088e-08 5.07687e-07 8.35797e-06 6.43859e-08 -7.4614e-08
internal_weight=0 84 62 3037 3014 2985 2965 2941 2729 212 2707 2670 2648 2624 2603 2575 42 2533 112 2421 81 47 2401 1564 837 805 782 54 1529 728
internal_count=3121 84 62 3037 3014 2985 2965 2941 2729 212 2707 2670 2648 2624 2603 2575 42 2533 112 2421 81 47 2401 1564 837 805 782 54 1529 728
is_linear=0
shrinkage=0.1


Tree=5820
num_leaves=31
num_cat=0
split_feature=156 475 1447 3 3 159 403 160 1456 483 1455 4 1455 51 49 474 154 1446 42 1447 4 132 0 1211 1210 13 1210 13 4 43
split_gain=6.97255e-08 1.05797e-07 6.36183e-08 5.38522e-07 9.36848e-07 3.01913e-07 2.76246e-07 1.38634e-07 7.44957e-08 1.21421e-07 9.1049e-08 2.35808e-07 1.59618e-07 9.16139e-08 5.98966e-07 2.04312e-07 8.82196e-08 8.82909e-08 2.15058e-07 9.36284e-08 9.34252e-08 4.80944e-07 2.86691e-06 2.01055e-06 4.3515e-07 3.66895e-07 7.40785e-07 4.61596e-07 3.73692e-07 6.13864e-07
threshold=0.3248100000000001 0.13528000000000004 -0.086359999999999978 -0.086274999999999977 -0.082404999999999992 -0.092414999999999983 -0.57146499999999989 -0.57146499999999989 0.12034500000000002 -0.47181499999999993 -0.097209999999999977 -0.019614999999999997 -0.089344999999999994 -0.44986999999999994 0.10969000000000002 -0.42010499999999995 0.085530000000000009 0.099545000000000008 0.087885000000000019 -0.08477999999999998 -0.081714999999999996 -0.083284999999999984 -0.082284999999999983 0.09993500000000001 -0.14175499999999996 -0.088589999999999988 -0.079504999999999978 -0.13710499999999998 -0.083439999999999986 -0.0061399999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4 -8 9 -9 11 -11 -12 14 -14 -15 17 19 -19 -17 21 22 -21 24 -23 27 -27 -26 -28 -30
right_child=-2 -3 6 4 5 -7 7 8 -10 10 12 -13 13 15 -16 16 -18 18 -20 20 -22 23 -24 -25 25 26 28 -29 29 -31
leaf_value=-1.2234294244990452e-05 -5.4856135855753447e-06 7.1144932744140358e-06 -1.1804318086205967e-05 2.4871062278180036e-05 5.4043079309825487e-06 -9.1117943181574368e-06 7.8965645488179607e-06 7.2209023805360477e-06 -4.6572758362474686e-06 -1.2607330395439933e-05 8.2929644547576846e-06 2.094974650409161e-06 6.2017080486279714e-06 9.8312349586021379e-06 -1.5705844725744102e-05 -6.0737232703244313e-06 -6.5267143089017957e-06 -2.6584369641988398e-06 9.8664455839721566e-06 -3.2723953266037841e-06 -3.8283476726912405e-07 1.5242582837042088e-05 3.9949842998577797e-05 -3.1152778903447141e-05 1.4155755414045488e-06 -1.4497419527158076e-05 -4.3192633536663818e-07 1.7787683960845104e-05 1.9351835603979102e-05 -3.3446444748816163e-06
leaf_weight=20 23 21 20 20 38 23 22 23 35 20 23 24 26 21 24 26 21 26 29 57 1989 21 21 20 51 35 368 26 26 22
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internal_value=0 4.07323e-08 -7.5449e-09 2.46067e-06 6.08906e-06 -6.89765e-08 -9.13116e-08 -1.20626e-08 -7.13638e-08 -1.59975e-08 -7.38726e-08 -4.58789e-06 -3.73955e-09 -7.16727e-08 -4.31392e-06 5.20742e-09 -7.01566e-08 -2.02531e-08 3.94559e-06 -1.02192e-07 -4.32923e-08 1.00053e-06 8.36436e-06 -8.92835e-09 1.12564e-06 5.64169e-07 -5.2504e-07 6.94382e-06 6.50521e-07 8.94928e-06
internal_weight=0 3098 3077 101 81 61 2976 2956 2934 2899 2876 44 2832 2809 50 2759 2738 2717 55 2662 2636 647 78 569 549 528 451 77 416 48
internal_count=3121 3098 3077 101 81 61 2976 2956 2934 2899 2876 44 2832 2809 50 2759 2738 2717 55 2662 2636 647 78 569 549 528 451 77 416 48
is_linear=0
shrinkage=0.1


Tree=5821
num_leaves=31
num_cat=0
split_feature=132 1185 1203 16 12 2 3 3 130 40 120 1 13 9 33 9 15 158 16 131 131 13 15 480 481 480 480 12 1447 43
split_gain=7.63058e-08 2.9873e-07 1.56443e-07 6.61629e-08 1.29631e-07 2.5531e-07 1.22882e-07 7.39635e-08 6.2152e-08 1.35132e-07 8.52423e-08 9.10426e-08 2.81574e-07 2.73563e-07 1.89717e-07 1.67409e-07 1.61571e-07 1.94149e-07 1.60988e-07 7.58392e-08 5.9277e-07 3.31391e-07 5.06805e-07 2.62583e-07 1.14927e-06 2.12731e-07 2.2134e-07 7.9608e-07 8.26108e-07 4.77099e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.097644999999999996 0.11418000000000002 0.097385000000000013 -0.083154999999999993 -0.085274999999999976 -0.23123999999999997 -0.24290999999999999 0.091385000000000008 0.13686500000000004 0.01128 0.092890000000000014 -0.012019999999999998 0.085555000000000006 -0.43375999999999998 0.088740000000000013 -0.11118499999999999 0.090690000000000007 0.090175000000000019 -0.077799999999999994 -0.0072999999999999992 0.11191000000000002 -0.0050099999999999988 0.10344000000000002 0.086930000000000021 0.083985000000000018 -0.086279999999999982 -0.065269999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -5 -3 -10 11 13 16 14 -11 19 17 -13 -18 20 23 22 -21 25 -25 26 -16 -28 -29 -30
right_child=1 8 -4 4 -6 -7 -8 -9 9 10 -12 12 -14 -15 15 -17 18 -19 -20 21 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=3.5395534916915494e-06 1.2020529240024709e-05 5.2276409623237164e-06 -8.7743278429895462e-06 -2.3741193470212036e-06 -7.2782477630539693e-06 8.91460236380226e-06 -8.0019734468805833e-06 4.2048141585837589e-06 -8.1826047392041804e-06 -8.9973435498667761e-06 6.2666713347425684e-06 -1.2654241481868667e-05 -1.3146432038844242e-05 1.0162243385517893e-05 -2.6256328413459024e-07 8.268586245321786e-06 6.6930924218374859e-06 6.8628861905987539e-07 -2.6490584036764631e-06 1.0394987092918459e-06 -1.648653322221931e-05 -4.8785397537456552e-07 1.7304761916723997e-05 2.5093567546718987e-05 -8.4013184353655866e-06 -9.5023326574998179e-06 1.821887197669033e-05 -1.5490703099903141e-05 -1.6805161188434189e-06 1.7972037814962235e-05
leaf_weight=30 21 23 28 54 32 25 28 25 20 23 22 20 21 27 2100 25 39 24 35 53 22 222 30 20 21 24 30 26 30 21
leaf_count=30 21 23 28 54 32 25 28 25 20 23 22 20 21 27 2100 25 39 24 35 53 22 222 30 20 21 24 30 26 30 21
internal_value=0 1.36841e-07 -1.78681e-06 -7.78297e-07 -1.56815e-06 -1.83881e-07 -2.30969e-06 -2.92178e-07 5.01287e-08 8.4184e-09 6.62034e-08 1.77106e-08 -2.47752e-06 1.47418e-07 4.52643e-08 1.24525e-07 -5.78816e-07 -5.37759e-06 2.27451e-06 4.61866e-08 -1.50782e-07 1.52765e-06 6.91851e-06 7.39876e-09 7.93765e-06 -1.38339e-07 -3.65101e-08 4.40005e-06 -9.83909e-07 6.41171e-06
internal_weight=0 2899 222 194 164 132 107 79 2878 2855 2835 2813 139 2674 2647 2624 118 44 74 2599 2294 305 83 2272 41 2231 2207 107 77 51
internal_count=3121 2899 222 194 164 132 107 79 2878 2855 2835 2813 139 2674 2647 2624 118 44 74 2599 2294 305 83 2272 41 2231 2207 107 77 51
is_linear=0
shrinkage=0.1


Tree=5822
num_leaves=31
num_cat=0
split_feature=1447 52 12 1447 43 1447 1447 1446 1447 160 159 132 132 50 393 484 12 13 1456 484 16 157 49 2 483 484 456 160 158 40
split_gain=6.94167e-08 1.86366e-07 3.64287e-07 1.14194e-07 1.04688e-06 7.84254e-08 9.15225e-08 4.50503e-07 4.15349e-07 2.10884e-07 1.00369e-07 8.03373e-08 2.47474e-07 1.25723e-07 1.41803e-07 7.69358e-08 4.97155e-07 2.44109e-07 4.0793e-07 2.08025e-07 5.20363e-07 2.10798e-07 3.96447e-07 2.66958e-07 1.79675e-07 7.32411e-07 1.68263e-07 1.54254e-07 1.31755e-07 1.11858e-07
threshold=-0.086849999999999997 0.26746000000000009 0.085325000000000012 -0.085754999999999984 -0.014584999999999999 -0.084334999999999979 -0.072479999999999989 0.087090000000000015 -0.082229999999999984 -0.54913999999999985 0.16394500000000004 -0.083174999999999985 -0.069704999999999989 0.09227500000000001 0.10483000000000002 -0.093244999999999981 0.094435000000000005 -0.083499999999999977 0.084415000000000004 -0.023814999999999996 0.033715000000000009 -0.06482499999999998 0.085350000000000023 0.090310000000000015 0.10083000000000002 0.090535000000000018 0.086265000000000022 -0.081399999999999986 -0.073714999999999989 -0.24452499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 7 -7 -9 -8 11 13 -13 14 -11 16 17 26 -19 20 21 -17 23 27 28 -26 -14 -23 -21 -30
right_child=3 -3 -4 5 -6 6 9 8 -10 10 -12 12 15 -15 -16 19 -18 18 -20 24 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-1.6179963217703463e-06 -1.9995737416731733e-05 -5.5901963594351398e-06 1.3500609213679127e-05 4.6360210186927967e-06 1.051682809454426e-05 -1.6031240071849122e-05 8.3801591942271139e-06 8.3983931641081916e-06 -6.900162365910647e-06 1.1178019895496398e-07 -6.9359979663983865e-06 1.0968524146024029e-05 1.0285046065898011e-05 -8.3743423182078492e-06 -7.9732644535397413e-06 8.4104508935276751e-06 1.2877050520099896e-05 -1.2694394851650666e-05 3.7161075535355591e-06 -7.6656699754742234e-06 -1.4138610630551639e-05 -8.6885268274272679e-06 -1.3914482070978685e-05 1.0355310979031692e-05 2.1184520054760018e-05 -2.3527469681702761e-06 -1.6843955069381753e-06 2.0674110911992708e-06 -6.9829814099813865e-06 1.835128709762228e-07
leaf_weight=34 23 20 30 36 22 21 30 35 36 164 21 21 24 26 25 22 34 33 28 22 36 24 23 22 20 39 23 30 22 2175
leaf_count=34 23 20 30 36 22 21 30 35 36 164 21 21 24 26 25 22 34 33 28 22 36 24 23 22 20 39 23 30 22 2175
internal_value=0 2.83574e-06 5.46885e-06 -7.84384e-08 -5.07848e-06 -3.23716e-09 -5.97369e-08 -3.16433e-06 6.41379e-07 3.99915e-08 -4.82953e-08 3.1237e-09 1.56859e-07 -1.85457e-06 -9.5767e-07 6.87546e-08 2.33138e-06 -9.88556e-07 -5.16171e-06 -6.31931e-08 -3.58394e-06 -4.43708e-07 -2.4113e-06 1.06993e-06 1.79457e-07 5.62599e-06 4.42766e-06 -2.71301e-06 3.46418e-08 1.1175e-07
internal_weight=0 84 64 3037 45 2992 2956 92 71 2864 2834 2813 2598 215 189 2577 142 108 61 2435 157 121 99 76 2278 59 47 54 2219 2197
internal_count=3121 84 64 3037 45 2992 2956 92 71 2864 2834 2813 2598 215 189 2577 142 108 61 2435 157 121 99 76 2278 59 47 54 2219 2197
is_linear=0
shrinkage=0.1


Tree=5823
num_leaves=31
num_cat=0
split_feature=40 130 42 132 393 1203 14 142 2 12 11 34 40 34 9 133 2 39 13 1447 1447 13 479 13 133 133 1374 13 16 151
split_gain=8.2037e-08 2.12418e-07 1.36522e-07 6.3363e-08 2.26226e-07 2.00685e-07 6.8088e-08 4.71112e-07 2.99903e-07 2.156e-07 1.12927e-07 1.00362e-07 2.44015e-07 1.25699e-07 4.49328e-07 3.95929e-07 3.2752e-07 5.95424e-07 8.27056e-08 3.46161e-07 3.47874e-07 6.3178e-07 4.82329e-07 3.3923e-07 7.18116e-07 5.19055e-07 4.86309e-07 7.4363e-07 4.85962e-07 9.30305e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083449999999999983 0.12679500000000002 0.089480000000000018 0.078235000000000013 -0.057499999999999989 0.082850000000000021 0.087765000000000024 -0.014494999999999999 -0.085739999999999983 -0.07632499999999999 -0.057544999999999992 0.091600000000000015 0.086990000000000012 -1.0000000180025095e-35 0.085530000000000009 -0.084034999999999985 -0.086359999999999978 -0.080594999999999986 -0.081659999999999996 0.10713500000000002 -0.086254999999999984 0.092845000000000011 0.10466000000000002 0.088460000000000011 -0.08645499999999999 -0.0087049999999999992 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 -3 7 -5 -8 -10 -9 12 -12 15 16 -13 17 -15 23 -20 21 -21 -22 25 28 26 27 -18 -25 -30
right_child=1 2 -4 4 -6 -7 8 10 9 -11 11 13 -14 14 -16 -17 18 -19 19 20 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=6.3840107429768979e-06 -9.8324235750624218e-06 -7.0700159965734854e-07 7.5414935508888453e-06 1.5025181814313069e-05 1.0196231365129775e-05 -1.1225271632611112e-05 -1.1741741244227692e-05 -7.3153681309382335e-06 -2.9661735012734087e-06 9.6012265174749704e-06 2.5196761157531e-06 1.5525129743937647e-05 -1.1894436793029499e-05 1.9895163234690225e-05 -1.1061089397420195e-05 -2.6391479423182319e-06 -1.191950553635869e-07 -3.116299153175946e-06 1.0415234185543073e-05 4.4557493274623998e-06 2.9127080744979255e-07 -1.6760826855488632e-05 1.519874429463512e-05 -6.0229860169923862e-06 -2.2094842236020627e-05 1.5355363199308737e-05 1.5042920504129142e-05 -1.9290334802506204e-05 2.2389381610992133e-05 -7.1001637361009875e-06
leaf_weight=20 22 195 24 21 22 20 26 21 43 20 24 21 23 23 36 28 554 22 34 25 1612 32 22 104 21 22 20 21 20 23
leaf_count=20 22 195 24 21 22 20 26 21 43 20 24 21 23 23 36 28 554 22 34 25 1612 32 22 104 21 22 20 21 20 23
internal_value=0 -4.11788e-08 2.87814e-08 -3.02383e-08 9.50679e-08 -1.68545e-06 1.62086e-08 1.04977e-07 -2.70569e-06 1.02348e-06 -1.07263e-08 4.63624e-08 -4.53404e-06 1.27907e-07 3.30158e-08 5.14554e-06 1.89332e-07 8.64511e-06 3.77343e-08 4.24966e-07 2.24097e-07 -7.45531e-06 4.91983e-07 -8.13189e-07 -4.79701e-06 2.71548e-07 -2.86173e-07 -8.19358e-07 -2.3259e-06 6.6159e-06
internal_weight=0 3101 3079 3055 2840 215 2818 2729 89 63 2708 2687 47 2640 2591 49 2555 45 2510 1725 1691 57 1634 785 168 617 595 575 147 43
internal_count=3121 3101 3079 3055 2840 215 2818 2729 89 63 2708 2687 47 2640 2591 49 2555 45 2510 1725 1691 57 1634 785 168 617 595 575 147 43
is_linear=0
shrinkage=0.1


Tree=5824
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 133 130 2 11 33 34 9 0 45 1456 42 0 1 42 16 16 13 15 52 13 52 376 52 2 4
split_gain=7.31866e-08 2.013e-06 1.19909e-06 2.99973e-07 7.27218e-08 1.07115e-07 6.77983e-08 1.17493e-07 7.15879e-08 2.1306e-07 9.51011e-08 1.04841e-07 2.43052e-07 7.67297e-08 1.03711e-07 7.97978e-08 2.12165e-07 1.6486e-07 1.52753e-07 8.64105e-08 3.49134e-07 1.74739e-07 2.20105e-07 1.86421e-07 4.62698e-07 3.532e-07 1.05394e-06 5.31312e-07 2.52188e-07 2.66818e-07
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.10911500000000002 -0.41317499999999996 -0.23123999999999997 0.31358000000000003 -0.011194999999999998 -0.009184999999999997 -0.112215 0.088235000000000022 -0.019414999999999998 0.084355000000000013 0.12034500000000002 0.12074000000000001 -0.04917499999999999 0.093700000000000019 0.11883500000000001 0.0013750000000000001 -1.0000000180025095e-35 -0.42195999999999995 -0.09095499999999998 -0.085264999999999994 -0.088854999999999976 -0.080114999999999978 0.048375000000000008 -0.07278999999999998 0.094095000000000012 -0.0019149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -4 8 -8 -10 -11 13 -13 14 15 18 17 -17 19 20 21 22 -12 24 -23 26 -25 -27 29 -26
right_child=2 -3 6 -5 -6 -7 7 -9 9 10 11 12 -14 -15 -16 16 -18 -19 -20 -21 -22 23 -24 25 28 27 -28 -29 -30 -31
leaf_value=-6.9254520789959676e-06 -2.3390475193578325e-05 3.120175504894481e-05 5.4522272915599625e-06 -1.2971466688895816e-05 3.699482658703346e-06 1.9928950446715784e-07 5.2902376952400896e-06 -6.2241025170806104e-06 -8.8215990588112078e-06 -6.5992652106536929e-06 5.1003377639820735e-07 1.2799745229044458e-05 -1.9315512948499721e-06 4.3694663096486205e-06 -5.3207104858504164e-06 1.2251277147307911e-05 -3.4135275552304647e-06 9.565696397354865e-07 -8.128784121135656e-06 -8.4648985901843389e-07 1.2676962385581727e-05 1.7627685957406703e-05 -1.3694295548702941e-05 -2.3643246553863562e-05 -4.2028699844290243e-06 1.581499210797946e-05 6.6299405301359243e-06 1.6152450348038535e-07 1.0413126609364555e-05 7.9029472226466171e-06
leaf_weight=26 22 21 23 20 40 112 26 30 27 21 24 21 24 41 36 28 31 24 23 745 23 21 20 23 67 22 23 1507 25 25
leaf_count=26 22 21 23 20 40 112 26 30 27 21 24 21 24 41 36 28 31 24 23 745 23 21 20 23 67 22 23 1507 25 25
internal_value=0 1.76276e-06 -1.33032e-07 -1.35955e-06 -5.48428e-08 -1.14305e-06 4.46288e-08 1.09542e-09 6.7157e-08 1.86742e-08 1.04719e-07 1.55857e-07 4.94305e-06 7.63061e-08 1.0307e-08 8.32514e-08 3.13463e-06 7.03834e-06 -1.61459e-08 5.77514e-08 4.36212e-07 2.75974e-07 -5.94648e-06 4.35804e-07 3.96008e-06 1.2701e-07 -8.50665e-06 3.86754e-07 1.50692e-06 -9.13246e-07
internal_weight=0 219 2902 198 178 138 2880 2857 2827 2801 2774 2753 45 2708 2667 2631 83 52 2548 2525 1780 1757 44 1713 138 1575 46 1529 117 92
internal_count=3121 219 2902 198 178 138 2880 2857 2827 2801 2774 2753 45 2708 2667 2631 83 52 2548 2525 1780 1757 44 1713 138 1575 46 1529 117 92
is_linear=0
shrinkage=0.1


Tree=5825
num_leaves=31
num_cat=0
split_feature=484 1447 2 481 3 1447 1451 1452 1447 1 52 1452 50 132 130 50 50 1447 479 479 393 1213 1211 160 1372 160 475 1429 52 133
split_gain=6.12527e-08 6.2265e-08 5.7522e-07 8.8364e-07 4.3164e-07 2.53606e-07 1.50997e-07 1.7093e-07 4.13265e-07 3.41093e-07 4.83308e-07 2.21133e-07 1.17525e-07 1.04654e-06 1.11626e-06 4.4066e-07 4.00457e-07 3.09921e-07 3.48108e-07 2.56217e-07 2.14126e-07 1.81539e-07 3.29627e-07 1.3981e-07 4.42331e-07 3.48571e-07 3.14647e-07 4.22119e-07 3.63232e-07 2.40997e-07
threshold=-0.52850499999999989 -0.086264999999999994 0.083715000000000026 -0.085784999999999986 -0.081734999999999988 -0.085754999999999984 0.087145000000000014 0.082765000000000019 -0.084334999999999979 0.10205500000000002 0.11125500000000001 0.088360000000000008 0.090630000000000016 -0.083284999999999984 1.0000000180025095e-35 0.09227500000000001 0.089915000000000009 -0.08039499999999998 0.10713500000000002 0.086465000000000014 0.11170000000000001 0.0036000000000000003 1.0000000180025095e-35 -0.085764999999999994 -0.065504999999999994 -0.087694999999999981 -0.024084999999999999 -1.0000000180025095e-35 -0.031059999999999997 0.092470000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 7 8 -7 10 11 -9 16 -14 15 -15 17 -10 19 20 23 22 -17 25 -25 26 -19 -28 -29 -30
right_child=1 5 3 4 -6 6 -8 9 12 -11 -12 -13 13 14 -16 21 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-5.5163449952999596e-06 1.5339221582385459e-05 -1.1271749140178145e-05 -1.6928309612642176e-05 1.7167510141007369e-05 -1.3466166933540081e-06 1.3438908172247466e-05 6.8589420493481162e-06 -8.8914021432628953e-06 -9.5086757937679081e-06 7.22131208249266e-06 -1.9876564434443111e-05 4.5470371806004553e-06 2.0207328874935878e-05 1.5084120747380204e-05 -1.9042375333810925e-05 5.329851474734761e-07 -1.4376562376128277e-05 -7.6305075851580902e-06 1.3107789086461708e-05 -1.1137465337794441e-05 -8.5809801585755537e-06 -8.0076750898363325e-06 1.3809241245326121e-05 -1.3434356817015214e-05 -5.0178481176488366e-08 1.42848503597551e-05 1.4805056667682948e-05 -1.1422699617469335e-05 4.5060008659447702e-06 -5.1965403372378208e-06
leaf_weight=20 26 20 26 20 34 23 32 24 35 20 22 25 28 23 28 288 20 35 20 21 29 22 20 25 2007 22 25 21 128 32
leaf_count=20 26 20 26 20 34 23 32 24 35 20 22 25 28 23 28 288 20 35 20 21 29 22 20 25 2007 22 25 21 128 32
internal_value=0 3.55802e-08 2.41744e-06 -1.78214e-06 5.51047e-06 -4.87194e-08 2.67295e-08 -4.75589e-08 8.8573e-08 -4.31402e-06 -7.56341e-06 -2.03506e-06 -1.99663e-08 1.54785e-06 1.76546e-07 1.70099e-06 -2.8494e-07 -1.67509e-07 -2.92681e-08 -1.41311e-07 -4.19484e-08 7.68229e-07 1.39508e-06 6.59522e-08 -2.14846e-07 2.23547e-06 1.13552e-06 2.6249e-06 9.42553e-07 2.56549e-06
internal_weight=0 3101 106 80 54 2995 2975 2943 2852 91 71 49 2829 409 381 353 2420 2400 2365 2345 2324 330 308 2295 2032 263 241 206 181 160
internal_count=3121 3101 106 80 54 2995 2975 2943 2852 91 71 49 2829 409 381 353 2420 2400 2365 2345 2324 330 308 2295 2032 263 241 206 181 160
is_linear=0
shrinkage=0.1


Tree=5826
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1425 52 3 16 481 481 16 16 16 484 13 13 13 13 160 484 12 0 4 0 0 160 16 2 43
split_gain=7.09967e-08 3.48065e-07 1.84622e-07 6.39522e-08 1.74224e-07 8.02045e-08 7.43508e-08 1.83558e-07 5.99659e-08 4.11403e-07 6.05847e-07 3.2983e-07 2.84532e-07 2.2642e-07 4.38074e-07 5.11065e-07 1.95938e-07 4.73265e-07 2.68043e-07 2.13907e-07 2.7381e-07 3.60518e-07 2.36564e-07 3.95636e-07 3.66134e-07 5.89347e-07 6.90654e-07 5.26459e-07 4.80792e-07 3.08462e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.55692499999999978 -0.086274999999999977 -0.0094449999999999968 -0.087424999999999989 -0.081834999999999977 -0.0087049999999999992 -0.008069999999999999 -0.0048099999999999992 0.085790000000000019 -0.082574999999999982 -0.090639999999999984 -0.085964999999999986 -0.14179999999999995 -0.087694999999999981 0.049355000000000003 0.092465000000000006 -0.14723999999999998 -0.034939999999999992 -0.087184999999999985 -0.080119999999999983 -1.0000000180025095e-35 0.0065250000000000004 0.088555000000000009 -0.095589999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 -5 -8 -10 -11 -12 -13 14 15 -14 18 -18 -15 20 21 -19 23 -21 27 26 -26 -24 -28 -27
right_child=1 3 -4 4 -6 -7 8 -9 9 10 11 12 13 16 -16 -17 17 19 -20 22 -22 -23 24 -25 25 29 28 -29 -30 -31
leaf_value=-6.5046215643003683e-07 1.2959481795232498e-05 -5.5966738318602439e-06 -9.473506506512624e-06 -1.3494292657830954e-06 9.3784946056985073e-06 -5.7441080874317174e-06 3.1654680467882831e-07 8.8695832019425335e-06 -1.3878163954062905e-05 1.6452455938200556e-05 -1.1413125170380211e-05 1.0588049126849713e-05 9.8256591271543271e-06 7.9487938592137658e-07 -1.8639769996298129e-05 -1.04594489787107e-05 -1.4254918800361339e-05 -1.0842395748795753e-05 1.3299206283553154e-05 -2.9700843594003928e-06 1.1053150253954099e-05 6.1725110051404717e-06 -1.6900422152892654e-05 1.6463192737319331e-05 -4.8419577675910361e-06 3.2693416748775981e-06 2.643877157338249e-05 8.4598675158531484e-07 5.7197431146960298e-06 -3.497201410367592e-06
leaf_weight=195 21 20 27 39 20 24 1802 32 23 21 28 23 23 60 20 27 25 20 24 22 36 33 35 20 27 86 21 32 24 311
leaf_count=195 21 20 27 39 20 24 1802 32 23 21 28 23 23 60 20 27 25 20 24 22 36 33 35 20 27 86 21 32 24 311
internal_value=0 1.31984e-07 -1.72354e-06 3.8385e-08 7.78186e-08 1.22747e-08 6.13696e-08 3.25632e-06 -2.13288e-08 -6.68355e-07 -3.3739e-07 -7.30464e-07 -3.86258e-07 -6.84614e-07 -6.13158e-06 -1.1283e-06 -1.93264e-07 -7.46889e-07 4.36754e-06 -2.40591e-07 4.32313e-06 -2.48209e-07 -9.43308e-07 6.28386e-06 -1.50962e-06 -5.21772e-07 7.80216e-06 -8.42453e-06 1.53886e-05 -2.0314e-06
internal_weight=0 2899 222 2878 2858 2838 2814 71 2743 941 918 897 869 846 70 50 776 692 84 667 89 53 578 42 536 469 72 67 45 397
internal_count=3121 2899 222 2878 2858 2838 2814 71 2743 941 918 897 869 846 70 50 776 692 84 667 89 53 578 42 536 469 72 67 45 397
is_linear=0
shrinkage=0.1


Tree=5827
num_leaves=31
num_cat=0
split_feature=156 472 43 43 1210 1211 3 4 399 132 3 4 43 1 13 49 42 12 16 133 10 4 13 12 14 147 2 147 130 130
split_gain=7.29194e-08 1.09379e-07 6.16006e-08 4.32263e-07 2.78286e-07 2.25092e-07 2.09067e-07 4.26735e-07 1.87963e-07 3.07348e-07 1.43996e-07 1.54232e-07 1.38391e-07 1.79623e-07 1.53988e-07 2.03463e-07 1.91319e-07 1.76361e-07 1.23734e-07 1.15929e-07 1.14391e-07 7.6257e-07 1.05494e-06 7.85971e-07 1.15701e-07 2.81968e-07 2.56657e-07 2.46856e-07 1.61699e-07 3.22828e-07
threshold=0.3248100000000001 -0.097514999999999977 0.060960000000000007 0.055925000000000009 0.13089000000000003 0.11048500000000001 -0.087429999999999994 -0.080744999999999997 0.091255000000000017 -0.083174999999999985 -0.080564999999999984 -0.069999999999999993 0.16180500000000003 0.094825000000000007 -0.051094999999999995 0.09567500000000001 -0.058859999999999989 -0.010834999999999999 -0.080029999999999976 -0.17773999999999998 -0.010699999999999999 0.053180000000000012 -0.0072999999999999992 -0.040564999999999997 0.078235000000000013 0.099230000000000013 0.082850000000000021 0.093875000000000014 0.10250500000000003 0.10519000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 18 -8 19 -10 -9 -12 13 -13 17 16 -16 -14 -4 -3 21 22 -21 -23 25 27 -26 28 -22 -30
right_child=-2 2 6 -5 -6 -7 7 10 9 -11 11 12 14 -15 15 -17 -18 -19 -20 20 24 23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=7.4129900576735969e-06 -5.609847282713695e-06 -7.0848898319168672e-06 6.2362106265167171e-06 1.2100416352041066e-05 -9.3900629743133808e-06 7.7809187611945314e-06 -1.2327864649669689e-05 6.2260842778414375e-06 -1.5626869585503301e-05 8.6206643940246219e-07 -7.7833147063049389e-06 -1.0550231257054424e-05 -8.0851739907995491e-07 1.9554596584774639e-07 9.1513216716521132e-06 -7.5663477962900123e-06 -2.1964621830706258e-06 1.1739983150012753e-05 -1.5218500680823449e-06 -6.1974815253051933e-07 2.9308003567832738e-07 -5.0415195021612037e-06 -2.8681612755441339e-05 2.0216426640796602e-05 -1.2313092963228448e-05 8.904821143355199e-06 3.3665238802614285e-07 -9.7586630118939865e-06 1.5554750098090155e-05 4.284761694391417e-07
leaf_weight=20 23 22 52 30 31 38 38 25 20 26 36 28 21 35 24 33 39 24 34 37 2211 28 21 22 23 39 53 24 21 43
leaf_count=20 23 22 52 30 31 38 38 25 20 26 36 28 21 35 24 33 39 24 34 37 2211 28 21 22 23 39 53 24 21 43
internal_value=0 4.16548e-08 -6.24211e-09 1.6391e-07 2.92372e-08 1.40348e-07 -1.18244e-06 -2.41752e-06 2.82466e-08 -6.30704e-06 -9.9641e-07 -1.74875e-06 -6.8383e-07 -4.58036e-06 1.05717e-06 -1.20541e-06 2.1265e-06 5.88402e-06 3.16907e-06 1.428e-07 2.05849e-07 -2.9782e-06 -1.07801e-05 6.07198e-06 3.483e-07 4.7312e-07 -3.49156e-06 3.30085e-07 4.36516e-07 5.39178e-06
internal_weight=0 3098 3078 2689 2659 2628 389 303 2590 46 265 240 204 63 141 96 63 45 86 2544 2522 108 58 50 2414 2338 76 2299 2275 64
internal_count=3121 3098 3078 2689 2659 2628 389 303 2590 46 265 240 204 63 141 96 63 45 86 2544 2522 108 58 50 2414 2338 76 2299 2275 64
is_linear=0
shrinkage=0.1


Tree=5828
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 3 43 43 132 393 43 3 34 9 10 2 1373 457 150 393 403 42 43 43 43 0 15 16 3 3 150 150
split_gain=7.01343e-08 1.59384e-07 1.01581e-07 6.95399e-07 7.87502e-08 1.48183e-06 1.28439e-06 2.15398e-06 3.92994e-07 1.38979e-06 2.45679e-07 4.00156e-07 5.35672e-07 4.83126e-07 2.25699e-07 3.94505e-07 2.92268e-07 2.23714e-07 2.2053e-07 1.01569e-06 2.83432e-07 2.05713e-07 5.29387e-07 4.11527e-07 3.78436e-07 2.0171e-07 3.30913e-07 6.64877e-07 3.47844e-07 2.22391e-07
threshold=0.11846000000000001 0.10683000000000002 -0.087714999999999987 -0.082334999999999978 -0.011694999999999999 -0.010739999999999998 -0.083284999999999984 0.11146500000000002 -0.014584999999999999 -0.087429999999999994 -0.057544999999999992 0.091600000000000015 0.094860000000000014 -1.0000000180025095e-35 1.0000000180025095e-35 0.31508000000000008 0.12068000000000002 0.10856500000000001 -0.5341999999999999 0.091205000000000008 -0.020444999999999994 -0.0082299999999999995 -0.0064299999999999991 -0.086284999999999987 0.085935000000000025 -0.15241499999999997 -0.12711499999999995 -0.067429999999999976 1.0000000180025095e-35 0.092010000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -4 8 18 -10 -7 13 -13 -12 15 16 17 21 19 -8 -20 23 24 -15 -23 26 -24 -28 -29 -27
right_child=-2 -3 4 -5 5 10 7 -9 9 -11 11 12 -14 14 -16 -17 -18 -19 20 -21 -22 22 25 -25 -26 29 27 28 -30 -31
leaf_value=1.8291170826636343e-05 5.1720455303438941e-06 -8.3369557991066205e-06 1.8341109074089431e-05 -5.7816201660898519e-06 -2.7636898585114979e-05 1.0265284711314331e-05 -2.0369005540032958e-05 -3.2637822296237571e-05 -1.0649315463714022e-05 2.0088452950367834e-05 1.4280193602683974e-05 -2.1811555727708766e-05 1.3330374622455567e-06 -2.2603293170201748e-06 9.2597467703588638e-06 -1.3802760457276071e-05 1.1130211549408904e-05 9.9852929884036717e-06 1.0355517646947598e-07 9.4628631770666261e-06 1.1059262430990203e-05 -3.6761757790507682e-06 3.8707923039282837e-06 1.31756814154517e-05 -2.1824994691996836e-05 -1.8002753362562587e-07 -2.1321449997171641e-05 -7.2812504188541588e-07 -1.5045220497995617e-05 8.7301847127585869e-06
leaf_weight=21 26 23 39 28 20 22 25 20 24 38 23 20 20 39 24 22 22 20 1468 21 24 27 48 31 20 822 23 112 20 29
leaf_count=21 26 23 39 28 20 22 25 20 24 38 23 20 20 39 24 22 22 20 1468 21 24 27 48 31 20 822 23 112 20 29
internal_value=0 -4.34457e-08 1.86477e-08 4.53529e-06 -5.45629e-08 -6.17452e-07 4.08234e-07 -2.3483e-08 3.84196e-07 8.18996e-06 -2.15377e-07 -3.8979e-07 -1.02393e-05 -8.24744e-08 -3.44858e-07 -5.31507e-07 -2.90808e-07 -5.01775e-07 6.95294e-08 -6.75011e-06 2.79786e-07 -6.80888e-07 -1.01509e-06 4.57562e-06 -1.13991e-05 -5.52046e-07 -3.38448e-06 -5.63128e-06 -2.89738e-06 1.23611e-07
internal_weight=0 3095 3072 49 3023 1364 1659 1620 1600 62 1344 1322 40 1282 1259 1235 1213 1191 1538 46 1492 1171 1101 70 47 1054 203 155 132 851
internal_count=3121 3095 3072 49 3023 1364 1659 1620 1600 62 1344 1322 40 1282 1259 1235 1213 1191 1538 46 1492 1171 1101 70 47 1054 203 155 132 851
is_linear=0
shrinkage=0.1


Tree=5829
num_leaves=31
num_cat=0
split_feature=393 40 130 42 403 3 1212 1212 402 12 132 15 1204 400 43 2 403 403 1213 13 13 15 4 2 0 1213 13 1212 12 9
split_gain=7.5258e-08 6.55344e-08 2.0864e-07 1.41799e-07 6.09508e-08 1.83534e-07 9.18181e-08 6.5348e-07 7.22692e-07 1.59804e-07 1.45304e-07 1.19109e-07 8.82627e-08 7.48019e-08 7.55474e-08 2.21382e-07 8.56274e-08 2.0353e-07 5.25467e-07 1.36254e-07 3.43675e-07 3.1476e-07 2.22685e-07 2.18765e-07 1.98398e-07 1.07447e-07 8.11092e-07 6.6298e-07 1.13892e-07 2.01301e-07
threshold=0.13251500000000002 -0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.51370000000000016 -0.078244999999999995 -0.094469999999999985 -0.089544999999999986 0.23460000000000003 0.087505000000000013 0.31127000000000005 0.092400000000000024 0.057120000000000011 0.12955000000000003 0.50194500000000009 0.089725000000000013 0.08332500000000001 0.022375000000000003 -0.063509999999999997 -0.097984999999999989 -0.0065549999999999992 0.085935000000000025 -0.00059999999999999995 0.085730000000000015 -0.080434999999999993 -0.088064999999999991 -0.088319999999999996 -0.084689999999999988 0.12757000000000002 0.092890000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 9 -8 10 -4 12 -11 13 14 16 -16 17 25 -19 -18 21 22 -21 -22 -25 26 -9 -27 29 -29
right_child=-2 2 3 -5 5 -7 7 8 -10 11 -12 -13 -14 -15 15 -17 19 18 -20 20 23 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=5.6643891184648966e-06 5.8281229939893819e-06 -9.7819904182601529e-06 -1.0987778304773937e-05 7.647715733583027e-06 -2.8966763411950698e-06 1.0324310287181843e-05 1.754205788713426e-05 -2.0006861736224632e-05 -1.7090826338971964e-05 3.287141824297314e-06 8.2729994530728574e-06 -6.4668569945882021e-06 -6.114526754193624e-06 5.534528323636323e-06 -1.1802679862393277e-05 1.3314671405444672e-06 -3.0984720093840677e-06 6.7630753665071096e-06 -1.3556060356287553e-05 2.1070165201395176e-05 -1.0017295007855866e-05 -1.0453064781110947e-06 6.9696067650208235e-06 -2.55022753082004e-06 9.3396976996265714e-06 1.8216235969248373e-05 4.4814936365200033e-06 -1.0285313772188647e-07 -6.4063123578047717e-06 7.5368656897418477e-06
leaf_weight=20 22 22 21 24 21 21 21 21 25 31 21 21 24 24 21 33 40 20 35 21 20 22 24 36 23 20 38 2366 28 35
leaf_count=20 22 22 21 24 21 21 21 21 25 31 21 21 24 24 21 33 40 20 35 21 20 22 24 36 23 20 38 2366 28 35
internal_value=0 -4.13751e-08 -7.84376e-08 -8.60503e-09 -6.91892e-08 3.71382e-06 -1.22311e-07 -3.46762e-08 -1.62088e-07 -3.62529e-06 -1.47276e-08 -6.51973e-07 -7.57736e-08 -2.45073e-08 -7.21051e-08 -3.77626e-06 6.57392e-10 -1.49692e-07 -6.16728e-06 2.07241e-06 3.48908e-06 8.75742e-06 1.35499e-05 -9.79001e-07 2.08483e-06 -1.77271e-08 -4.2347e-06 8.3866e-08 -6.54331e-08 8.51303e-09
internal_weight=0 3099 3079 3057 3033 42 2991 2918 2897 73 2872 52 2851 2827 2803 54 2749 2563 55 186 146 67 45 79 59 2508 59 2449 2429 2401
internal_count=3121 3099 3079 3057 3033 42 2991 2918 2897 73 2872 52 2851 2827 2803 54 2749 2563 55 186 146 67 45 79 59 2508 59 2449 2429 2401
is_linear=0
shrinkage=0.1


Tree=5830
num_leaves=31
num_cat=0
split_feature=402 1212 401 132 393 1203 1209 42 1209 401 15 16 133 1212 1210 3 402 3 1209 133 2 403 1212 1209 52 1213 1213 133 1213 1183
split_gain=6.71882e-08 9.99499e-08 7.7425e-08 7.65974e-08 3.15209e-07 1.49829e-07 7.61223e-08 5.51126e-07 1.46078e-07 6.91056e-08 4.29943e-07 1.63266e-07 1.63123e-07 7.48527e-08 7.11808e-07 5.64822e-07 1.13194e-07 1.08333e-07 7.70028e-08 1.49312e-07 3.85981e-07 1.16934e-07 1.00548e-07 1.01696e-07 1.57523e-07 1.17359e-07 3.14168e-07 2.52864e-07 1.6095e-07 1.49262e-07
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.083174999999999985 0.12069000000000002 0.088820000000000024 -0.084519999999999984 0.087505000000000013 -0.067109999999999989 -1.0000000180025095e-35 0.098485000000000017 -0.072359999999999994 0.50628500000000021 -0.089544999999999986 -0.099939999999999987 -0.078724999999999976 0.12389500000000002 -0.081459999999999991 0.11495000000000001 0.26753000000000005 0.090310000000000015 -0.52445499999999989 0.10321500000000002 0.086270000000000013 0.085310000000000011 -0.087049999999999975 -0.082414999999999974 -0.012979999999999998 -0.077179999999999985 -0.073809999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 7 -5 -8 10 11 -10 13 15 -15 16 17 -11 19 21 -21 -16 23 25 -25 27 -27 -23 -28 -30
right_child=-2 -3 -4 4 -6 -7 8 -9 9 12 -12 -13 -14 14 18 -17 -18 -19 -20 20 -22 22 -24 24 -26 26 28 -29 29 -31
leaf_value=-8.3519130613533657e-07 5.6372906761853739e-06 -6.9137153743559754e-06 5.6663457977871683e-06 7.0179141403059477e-06 1.2308805573757994e-05 -8.6734289303486942e-06 7.4051681453797594e-06 -1.2873789222188257e-05 -5.3937613281298335e-06 -3.6812857012552309e-06 -1.481236773357027e-05 5.380041222498478e-06 6.5220179504439542e-06 -1.6882792653632349e-05 7.5618174291559546e-06 1.6331238804883945e-05 -7.9576514032115008e-06 6.3818932176218375e-06 5.2897967147405976e-06 -1.4636946199194276e-05 2.3773296804089723e-06 1.541414469423163e-07 4.4164213687299012e-06 1.2214234977684958e-07 -1.0593215831803442e-05 -9.4545666174131585e-06 9.0250071025366196e-06 1.29806399854715e-05 8.0256310668672725e-06 -7.3444931762516842e-08
leaf_weight=189 21 21 24 26 21 28 27 30 22 23 22 39 39 25 21 23 21 20 28 24 30 51 52 34 23 35 20 22 23 2137
leaf_count=189 21 21 24 26 21 28 27 30 22 23 22 39 39 25 21 23 21 20 28 24 30 51 52 34 23 35 20 22 23 2137
internal_value=0 -3.81945e-08 8.69931e-09 -3.5747e-08 1.02713e-07 -1.84658e-06 1.172e-08 -3.63836e-06 8.57526e-08 1.34687e-08 -2.82787e-06 1.49441e-06 1.02428e-07 6.57658e-09 -9.27913e-08 2.89053e-06 -1.93972e-06 9.99263e-07 7.51087e-08 1.60427e-08 -5.18457e-06 1.32185e-07 6.70947e-08 -2.93509e-08 -4.2016e-06 7.45906e-08 -5.54275e-08 4.01966e-06 9.54761e-08 1.27952e-08
internal_weight=0 3100 3079 3055 2838 217 2817 56 2761 2734 83 61 2651 2612 2525 87 64 43 2500 2472 54 2418 2397 2345 57 2288 2215 73 2180 2160
internal_count=3121 3100 3079 3055 2838 217 2817 56 2761 2734 83 61 2651 2612 2525 87 64 43 2500 2472 54 2418 2397 2345 57 2288 2215 73 2180 2160
is_linear=0
shrinkage=0.1


Tree=5831
num_leaves=31
num_cat=0
split_feature=130 40 120 10 4 0 1 11 1 0 0 1 376 9 2 4 13 3 51 49 52 156 3 13 1428 2 150 49 0 150
split_gain=7.18915e-08 1.26114e-07 6.94645e-08 7.76815e-08 6.41648e-07 1.86182e-06 1.20152e-06 1.94224e-07 1.08502e-07 2.64203e-07 1.90834e-07 1.64184e-07 1.59483e-07 1.53131e-07 2.18536e-07 9.99824e-07 1.35269e-07 1.01988e-07 2.98976e-07 4.47833e-07 4.24489e-07 2.61002e-07 2.41142e-07 1.88668e-07 1.39327e-07 2.29442e-07 1.21919e-07 4.94862e-07 8.38639e-07 1.98315e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.010699999999999999 0.053180000000000012 -0.10151999999999999 0.10124500000000002 -1.0000000180025095e-35 0.13686500000000004 -0.019414999999999998 -0.050064999999999991 0.13471500000000003 0.088720000000000007 0.088235000000000022 -0.0050599999999999994 0.053180000000000012 -0.085584999999999981 0.11658 -0.079189999999999983 -0.043469999999999995 -0.012859999999999998 0.3248100000000001 0.13524500000000003 -0.17933499999999997 0.087445000000000009 0.10497000000000002 0.10980500000000001 -0.043469999999999995 -0.11173999999999999 0.10635000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 -5 11 10 16 12 13 14 15 -9 -10 21 -19 -20 -21 23 -22 -16 26 -26 29 28 -28 -25
right_child=1 2 -4 7 5 -7 -8 8 9 -11 -12 -13 -14 -15 17 -17 -18 18 19 20 22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=5.5701723518406809e-06 -7.9565243618162642e-06 -2.9822456210411022e-05 5.2598493566620171e-06 9.8869451824157296e-06 2.7664039172040335e-05 -9.6705959255332891e-06 5.9943759953131195e-07 1.6431069330893581e-05 1.8277227111179236e-07 -1.3214796447192342e-05 7.0672712710169751e-06 8.3480873361925962e-06 -7.9096450735960393e-06 -7.2444601901874455e-06 -9.4218708346445415e-06 -1.1024991891601877e-05 -1.00838992130732e-05 1.4059788982194731e-05 9.6943550630612676e-06 -1.5915094471503316e-05 -6.318751332979777e-06 -1.0921678685091057e-05 8.1755738771486612e-06 3.0815134384426596e-08 -4.697241843132361e-07 1.2975456070307701e-05 -2.5420246354423441e-05 4.9572839122594962e-06 1.2248031992014689e-06 9.3615888115140393e-06
leaf_weight=23 20 20 25 20 22 34 37 36 33 21 23 24 25 28 21 21 21 20 36 21 22 22 24 2362 30 22 21 37 27 23
leaf_count=23 20 20 25 20 22 34 37 36 33 21 23 24 25 28 21 21 21 20 36 21 22 22 24 2362 30 22 21 37 27 23
internal_value=0 -4.13538e-08 1.00768e-08 -3.29118e-08 -2.60585e-06 4.99658e-06 -1.00749e-05 6.59801e-08 -1.28675e-09 -3.27239e-06 -5.6082e-07 1.12309e-07 4.16664e-08 1.13351e-07 1.88404e-07 6.31568e-06 -3.80982e-06 5.84728e-08 2.87136e-06 6.98845e-07 -4.13456e-06 -7.6414e-08 1.24351e-06 1.74105e-08 9.60088e-08 5.21862e-06 -1.18357e-08 -3.73336e-06 -1.04324e-05 1.20797e-07
internal_weight=0 3098 3078 3053 113 56 57 2940 2920 98 77 2822 2798 2773 2745 57 54 2688 123 103 67 2565 46 2543 2522 52 2470 85 48 2385
internal_count=3121 3098 3078 3053 113 56 57 2940 2920 98 77 2822 2798 2773 2745 57 54 2688 123 103 67 2565 46 2543 2522 52 2470 85 48 2385
is_linear=0
shrinkage=0.1


Tree=5832
num_leaves=31
num_cat=0
split_feature=40 4 132 1203 1185 50 131 15 0 12 12 1201 43 51 4 130 42 12 43 16 15 2 1210 14 147 2 147 483 12 12
split_gain=6.38118e-08 2.23916e-07 5.63241e-08 1.75378e-06 1.04577e-06 2.88836e-07 7.51495e-08 8.22668e-08 6.57426e-08 1.56569e-07 8.85794e-08 5.72136e-08 6.15078e-08 2.30133e-07 1.60561e-07 1.5236e-07 1.11169e-07 1.43408e-07 1.01232e-07 3.58228e-07 3.71435e-07 2.60155e-07 2.56015e-07 1.01275e-07 2.95502e-07 2.63863e-07 1.85493e-07 1.57755e-07 1.4553e-07 5.14967e-07
threshold=-0.24620999999999996 0.63556000000000001 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.093975000000000017 0.096845000000000014 0.090750000000000011 -0.073309999999999986 0.10911500000000002 0.088245000000000004 -0.08261499999999998 0.084740000000000024 0.081440000000000026 -0.079329999999999984 0.093210000000000015 0.091465000000000005 0.086655000000000024 0.055925000000000009 -0.06421499999999998 0.095575000000000007 0.086675000000000016 0.13089000000000003 0.078235000000000013 0.099730000000000027 0.082850000000000021 0.093875000000000014 -0.47181499999999993 0.094580000000000011 0.096075000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 8 9 10 -2 -6 18 14 -14 16 17 -16 22 20 21 -20 23 24 26 -25 27 -13 -29 -30
right_child=1 -3 4 -5 11 -7 -8 -9 -10 -11 -12 12 13 -15 15 -17 -18 -19 19 -21 -22 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=5.6304129975615074e-06 7.4911522309169726e-07 -1.032730850088878e-05 -2.1802222231186038e-05 2.9048997939320369e-05 5.2848594480435302e-06 -1.215844299622404e-05 -5.7581712462706493e-06 6.1359511391856358e-06 -5.2188039841315586e-06 7.8971439544754211e-06 -6.5499267145202357e-06 7.9935942975540612e-06 5.0156168050984148e-06 -1.0218984008424237e-05 -1.8682727864434888e-06 -1.0051333711089684e-05 -3.3770308236440048e-06 8.5026535392292622e-06 -2.5073626974600223e-06 1.4560210456693313e-05 -1.1133064808312893e-05 1.3053334225246327e-05 -8.9683453904487376e-06 -1.2954509145943339e-05 9.4103776089988448e-06 2.2214552430455115e-07 -8.2457029310927072e-06 5.5636331064071073e-07 -9.1324038717860662e-06 1.1646462094107718e-08
leaf_weight=20 60 21 22 21 21 22 20 24 22 24 23 26 43 27 30 20 66 24 22 22 21 21 31 21 35 55 26 1864 73 394
leaf_count=20 60 21 22 21 21 22 20 24 22 24 23 26 43 27 30 20 66 24 22 22 21 21 31 21 35 55 26 1864 73 394
internal_value=0 -3.6305e-08 3.38609e-08 1.59101e-06 -8.3578e-08 -1.366e-06 6.44953e-09 7.59995e-07 -2.40183e-07 7.83458e-07 -1.27351e-06 8.45466e-08 4.58346e-08 -1.60065e-06 -3.29091e-07 -1.97068e-06 -6.23904e-07 2.74103e-06 1.7826e-07 3.55219e-06 -2.31818e-07 5.09205e-06 6.33455e-08 1.75608e-07 2.88583e-07 -3.41877e-06 1.54607e-07 2.47271e-07 1.60868e-07 -1.41772e-06
internal_weight=0 3101 3080 216 2864 195 173 153 129 107 83 2842 2821 210 183 140 120 54 2611 86 64 43 2525 2494 2418 76 2383 2357 2331 467
internal_count=3121 3101 3080 216 2864 195 173 153 129 107 83 2842 2821 210 183 140 120 54 2611 86 64 43 2525 2494 2418 76 2383 2357 2331 467
is_linear=0
shrinkage=0.1


Tree=5833
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 42 1212 1212 401 1210 43 132 132 43 43 3 403 34 9 1 2 1373 457 150 16 3 3 150 1455 160 52 1213
split_gain=6.97439e-08 1.11065e-07 8.4523e-08 7.48769e-07 9.35626e-08 1.26497e-07 5.75395e-07 5.65213e-07 8.44764e-08 9.99585e-07 2.01912e-06 9.3557e-07 4.73492e-07 1.4732e-06 2.29603e-07 2.29441e-07 3.45681e-07 4.89967e-07 4.26986e-07 1.83664e-07 2.9919e-07 2.55909e-07 1.8555e-07 2.81822e-07 8.04958e-07 2.99926e-07 2.61488e-07 2.86838e-07 3.3082e-07 6.80068e-07
threshold=0.11846000000000001 0.10683000000000002 -0.087714999999999987 0.087405000000000024 -0.44605499999999992 -0.089544999999999986 0.11336 -0.14310999999999999 -0.011694999999999999 -0.083284999999999984 -0.029554999999999994 -0.010344999999999998 -0.014584999999999999 -0.087429999999999994 -0.55157999999999985 -0.057544999999999992 0.091600000000000015 0.12958500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.31508000000000008 0.12068000000000002 -0.18708499999999997 -0.10519499999999998 -0.067429999999999976 1.0000000180025095e-35 0.088555000000000009 -0.41869999999999991 0.08734500000000002 -0.086179999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6 -7 9 -9 -11 -10 14 -14 -12 -13 18 -18 -17 20 21 22 23 -20 -25 -26 27 -24 29 -29
right_child=-2 -3 4 -5 5 7 -8 8 11 10 12 15 13 -15 -16 16 17 -19 19 -21 -22 -23 26 24 25 -27 -28 28 -30 -31
leaf_value=-1.0756873753052788e-05 5.1576210213310199e-06 -6.9665120819358293e-06 -5.198579576151425e-06 1.4394285934595872e-05 -1.0396457031167868e-06 -1.3762379887414985e-05 1.8152134002559166e-05 1.633071468136339e-05 -1.9348787491953074e-05 -3.1446922490090403e-05 -9.3041221616658736e-06 9.9394079287859238e-06 -1.0974856496388731e-05 2.2906498095449713e-05 3.6045513981507136e-07 1.3437039931728658e-05 -2.0574805134856433e-05 1.5603996280333378e-06 3.0062509772355868e-06 8.3340316024305149e-06 -1.2054055365627971e-05 1.0400518129410392e-05 8.7591060912473056e-06 -2.3625432128851357e-05 -3.5909209817152757e-07 -1.3710415684045075e-05 -7.8814482479244296e-06 1.2421315089227391e-05 -3.422222865799203e-06 2.484184816351026e-07
leaf_weight=20 26 23 35 29 61 30 21 39 26 20 25 22 21 33 1469 23 20 20 53 24 22 22 40 21 106 20 39 50 202 559
leaf_count=20 26 23 35 29 61 30 21 39 26 20 25 22 21 33 1469 23 20 20 53 24 22 22 40 21 106 20 39 50 202 559
internal_value=0 -4.33325e-08 8.50124e-09 4.12851e-06 -5.82802e-08 1.93082e-09 3.87532e-06 -1.07367e-07 3.5071e-08 5.16682e-07 1.23348e-07 -5.74817e-07 5.31233e-07 9.73042e-06 1.98732e-07 -1.8212e-07 -3.64489e-07 -9.5072e-06 -5.48294e-08 -3.22803e-07 -5.06016e-07 -2.77548e-07 -4.93068e-07 -3.24537e-06 -5.49936e-06 -2.47835e-06 1.25427e-07 4.9237e-07 8.46395e-08 1.24784e-06
internal_weight=0 3095 3072 49 3023 2988 82 2906 2876 1607 1568 1269 1548 54 1494 1243 1221 40 1181 1158 1134 1112 1090 200 147 126 890 851 811 609
internal_count=3121 3095 3072 49 3023 2988 82 2906 2876 1607 1568 1269 1548 54 1494 1243 1221 40 1181 1158 1134 1112 1090 200 147 126 890 851 811 609
is_linear=0
shrinkage=0.1


Tree=5834
num_leaves=31
num_cat=0
split_feature=132 1203 1185 131 1201 402 401 1212 42 1209 42 1209 401 391 391 43 1210 1210 0 42 133 13 3 3 13 15 403 1210 1210 16
split_gain=6.98541e-08 4.0827e-07 3.36959e-07 7.61822e-08 6.72413e-08 6.51392e-08 9.24912e-08 1.04726e-06 9.39605e-07 7.46615e-08 4.94478e-07 1.26593e-07 1.25487e-07 2.45013e-07 1.57287e-07 9.71089e-08 7.31768e-07 6.49025e-07 3.47765e-07 1.4983e-07 4.11111e-07 3.89065e-07 2.57411e-07 5.49467e-07 3.0571e-07 1.75929e-07 1.51656e-07 1.3804e-07 1.92859e-07 3.46076e-07
threshold=-0.083449999999999983 0.089480000000000018 -0.087384999999999977 0.096845000000000014 -0.08261499999999998 0.31278000000000006 0.11602000000000001 -0.089544999999999986 0.089810000000000015 -0.084519999999999984 0.087505000000000013 -0.069599999999999981 0.10632500000000002 -0.088134999999999977 -0.079769999999999994 0.0034250000000000005 -0.13847499999999999 -1.0000000180025095e-35 -0.13843999999999998 0.11839500000000001 0.51114000000000004 -0.066634999999999986 -0.071799999999999989 -0.077354999999999993 -0.10278499999999999 -0.26481999999999994 -1.0000000180025095e-35 -0.08126499999999999 -0.0061249999999999994 -0.078464999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 9 8 -8 10 -6 -11 13 -13 -15 16 -16 -17 -19 20 22 -21 23 26 25 -24 -20 -18 29 -29
right_child=2 -3 4 -5 5 -7 7 -9 -10 11 -12 12 -14 14 15 17 27 18 19 21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.1839599963425582e-07 1.2457972853884383e-05 -1.5345035244536124e-05 5.6728696520059165e-06 -6.1946409914526164e-06 7.6374428750742006e-06 5.5425248449734812e-06 2.1266807939355205e-05 -2.0839223287052647e-05 -9.3861648798565513e-06 7.6622329123148862e-06 -1.2822421181395099e-05 -1.105884989101469e-05 5.9947787654631878e-06 8.8856981892604385e-06 1.9280155584056047e-05 -1.7402264230289196e-05 -6.2567168279602972e-06 -1.1576499047385788e-05 -5.4834453762583401e-06 1.5894518305902325e-05 -1.3310261261801276e-05 -1.5171951445429869e-06 -6.6691252998550363e-06 1.5647543852992386e-05 -1.202205842806355e-05 4.9721722720702858e-06 2.1038334716261171e-06 1.4924322918356363e-05 2.3812535413160851e-08 -2.0579309572591838e-06
leaf_weight=176 22 20 21 20 21 21 20 23 20 22 27 20 35 20 20 24 34 26 34 21 23 33 21 28 30 34 117 24 2140 24
leaf_count=176 22 20 21 20 21 21 20 23 20 22 27 20 35 20 20 24 34 26 34 21 23 33 21 28 30 34 117 24 2140 24
internal_value=0 -1.73498e-06 1.29006e-07 -3.462e-07 3.49242e-08 -6.44438e-09 -4.7461e-08 -3.83634e-06 5.94032e-06 3.84638e-08 -3.87123e-06 1.07206e-07 4.58281e-08 -3.20669e-08 5.106e-08 -1.6047e-08 2.37568e-07 -1.47028e-06 -4.28405e-07 4.21597e-07 -4.87641e-07 5.25403e-06 6.29481e-07 2.78124e-06 -3.90188e-06 5.27313e-07 3.9544e-07 6.61674e-08 1.64421e-07 6.4332e-06
internal_weight=0 216 2905 196 2883 2862 2841 63 40 2778 48 2730 2708 2673 2653 2633 2242 391 367 341 287 54 264 179 85 55 151 2222 2188 48
internal_count=3121 216 2905 196 2883 2862 2841 63 40 2778 48 2730 2708 2673 2653 2633 2242 391 367 341 287 54 264 179 85 55 151 2222 2188 48
is_linear=0
shrinkage=0.1


Tree=5835
num_leaves=31
num_cat=0
split_feature=13 133 133 13 159 133 16 1 13 16 481 51 51 49 160 2 160 43 133 12 402 2 2 2 13 403 0 4 0 12
split_gain=6.59878e-08 5.23326e-07 6.08766e-07 2.56748e-07 4.17337e-07 9.61703e-07 1.00362e-06 4.77844e-07 4.09485e-07 2.9321e-07 2.66056e-07 2.33001e-07 4.38731e-07 4.16787e-07 2.88504e-07 6.19836e-07 4.05253e-07 2.78248e-07 8.08392e-07 2.0399e-06 7.23225e-07 5.6304e-07 1.23165e-06 8.41611e-07 6.41774e-07 4.74174e-07 4.78654e-07 1.02969e-06 7.84876e-07 2.95441e-07
threshold=-0.084034999999999985 0.11524500000000001 0.10622000000000002 -0.081829999999999986 -0.08569499999999998 0.086910000000000015 -0.011734999999999997 0.086720000000000005 -0.081224999999999978 -0.014754999999999999 -0.14540999999999996 -0.085734999999999992 -0.085164999999999977 0.085970000000000005 0.085330000000000003 0.10060500000000001 0.055845000000000006 0.0034250000000000005 -0.022174999999999997 0.087005000000000013 -0.085859999999999978 0.084715000000000013 0.085155000000000022 0.084055000000000005 -0.085584999999999981 0.084910000000000013 -0.083804999999999977 -0.074729999999999977 -0.085754999999999984 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -2 7 -7 -6 -5 -9 -10 13 -13 -1 16 -16 17 20 -19 -20 -14 23 -23 24 29 26 28 -28 -24 -22
right_child=3 -3 -4 8 5 6 -8 9 10 -11 -12 12 14 -15 15 -17 -18 18 19 -21 21 22 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-7.4830900256510718e-07 -7.7944944450791812e-06 -1.6315472411016737e-05 1.6083921987460186e-05 -1.1043951646129382e-05 -8.4992405071396803e-06 3.4839438194467219e-05 5.5094223820820591e-06 1.5428224153202749e-05 1.043821857092553e-05 -1.4900824680808e-06 5.7522831705069141e-08 -1.5515523834134608e-05 1.8336610000088431e-05 1.5119051840883913e-05 -1.7527133220103982e-06 -2.1189915969443973e-05 1.3525387326548559e-05 -6.2975189888045029e-08 -3.7206347246865339e-05 6.3667034954137528e-06 6.1993403943977852e-06 2.6295068794865981e-05 1.9946693046790644e-06 -2.3150592394151982e-05 -1.7422831637225539e-05 -1.347453231491355e-05 2.3672646472050476e-05 -2.5862018787847774e-06 -1.5732460457817574e-05 -3.7946105614139473e-06
leaf_weight=49 24 21 22 33 37 20 28 21 25 20 1991 21 22 25 75 21 21 127 22 21 55 20 180 22 23 22 28 32 29 64
leaf_count=49 24 21 22 33 37 20 28 21 25 20 1991 21 22 25 75 21 21 127 22 21 55 20 180 22 23 22 28 32 29 64
internal_value=0 -7.10118e-07 -3.46397e-07 2.97743e-07 4.29136e-06 6.59343e-06 1.77303e-05 -2.60011e-07 5.38459e-09 7.17539e-06 1.86252e-07 -7.57622e-07 -1.25125e-06 4.61229e-06 -8.69175e-07 -6.0046e-06 -1.52604e-07 -5.83245e-07 -4.07551e-06 -1.59265e-05 6.11292e-07 -2.0967e-07 2.29047e-06 -4.95079e-06 -2.1311e-06 6.4067e-07 1.79507e-06 9.66793e-06 -4.65076e-07 8.24442e-07
internal_weight=0 922 901 2199 150 126 48 78 2049 41 2016 879 805 74 784 96 688 667 170 43 497 475 311 164 142 291 269 60 209 119
internal_count=3121 922 901 2199 150 126 48 78 2049 41 2016 879 805 74 784 96 688 667 170 43 497 475 311 164 142 291 269 60 209 119
is_linear=0
shrinkage=0.1


Tree=5836
num_leaves=31
num_cat=0
split_feature=120 40 0 39 33 34 9 4 10 15 9 9 51 48 42 42 474 1 2 4 15 12 2 52 12 12 129 12 13 12
split_gain=6.19163e-08 1.43461e-07 1.17896e-07 8.33735e-08 2.19779e-07 1.11833e-07 1.10574e-07 2.20038e-07 9.2116e-08 7.75749e-08 5.43174e-07 3.33562e-07 1.75104e-07 1.91195e-07 2.40357e-07 2.26564e-07 2.47216e-07 2.14407e-07 3.34594e-07 2.29296e-07 1.71316e-07 2.29156e-07 2.86766e-07 3.28057e-07 2.57559e-07 1.67682e-07 1.44863e-07 1.30538e-07 1.88798e-07 5.87896e-07
threshold=1.0000000180025095e-35 -0.24290999999999999 -0.073309999999999986 -1.0000000180025095e-35 -0.009184999999999997 -0.112215 0.085555000000000006 0.41555500000000006 -0.086389999999999981 -0.10203999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10316499999999999 0.086035000000000014 -0.077669999999999989 -0.0098899999999999978 0.096435000000000007 0.13842500000000005 0.12669500000000003 0.2623950000000001 -0.11713499999999999 -0.081419999999999979 0.10402500000000002 0.090645000000000017 0.091715000000000005 0.085250000000000006 -0.077709999999999987 -0.095379999999999979 -0.090799999999999978 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 -6 8 -8 -7 10 -10 -11 -12 14 -14 -16 17 18 19 -17 21 -15 23 24 25 -23 -13 -28 29 -29
right_child=2 3 -4 4 5 6 7 -9 9 11 12 26 13 20 15 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=8.4968650389782853e-06 1.0961824854121005e-06 6.4351412584073847e-06 -8.9411158197353056e-06 -8.706446282429107e-06 -7.4118384236498971e-06 -4.1228139175558994e-06 1.2897838914796011e-05 -3.2094104052007693e-07 1.325182922041027e-05 -1.0800760572175054e-05 -7.8312550649570773e-06 -6.492123302718135e-06 -6.2873084607417693e-06 9.2126274301501166e-06 1.3938962580964255e-05 -4.4796113904036852e-06 1.3004331410792519e-05 8.8498424671949281e-06 -1.035226644708692e-05 6.4988834769617554e-06 -8.8780659839189703e-06 -4.9930614522963879e-06 -9.0445474008960537e-06 1.1257557642352368e-05 -1.189463434229765e-05 6.0644455970759738e-06 5.9751290785464553e-06 -5.8734968939236609e-06 3.1163256724571927e-07 4.0994145066495836e-06
leaf_weight=20 25 20 22 29 20 53 20 34 35 29 25 34 25 22 21 30 21 30 27 52 27 24 39 24 20 32 37 176 2059 89
leaf_count=20 25 20 22 29 20 53 20 34 35 29 25 34 25 22 21 30 21 30 27 52 27 24 39 24 20 32 37 176 2059 89
internal_value=0 5.50711e-08 -3.60213e-06 -2.12468e-10 -4.2634e-08 4.09768e-08 9.09119e-08 4.5749e-06 8.29997e-09 8.43768e-08 1.28402e-06 -1.4031e-07 2.84327e-07 7.99275e-07 2.90371e-06 4.17319e-06 2.89143e-06 1.36358e-06 -6.96859e-07 2.48236e-06 -1.50665e-06 -2.70448e-07 -1.77137e-06 1.06517e-06 -2.15347e-06 1.32551e-06 -1.12269e-08 8.21024e-08 -1.17195e-08 -2.5241e-06
internal_weight=0 3074 47 3054 3034 3005 2985 54 2931 2878 454 2424 419 394 206 181 160 139 109 82 188 161 139 100 76 56 2395 2361 2324 265
internal_count=3121 3074 47 3054 3034 3005 2985 54 2931 2878 454 2424 419 394 206 181 160 139 109 82 188 161 139 100 76 56 2395 2361 2324 265
is_linear=0
shrinkage=0.1


Tree=5837
num_leaves=31
num_cat=0
split_feature=1 1 482 4 123 3 15 10 9 9 132 1203 399 394 45 4 2 1204 15 42 4 4 4 4 43 42 484 12 472 49
split_gain=6.81615e-08 3.13367e-07 1.71646e-07 3.78547e-07 1.11703e-07 2.10931e-07 1.27739e-07 9.98473e-08 3.21091e-07 2.9403e-07 8.42533e-08 3.32198e-07 2.74266e-07 8.1331e-08 7.68086e-08 7.36998e-08 1.76039e-07 8.69676e-08 1.40652e-07 7.98119e-08 6.89896e-08 3.03704e-07 2.80463e-07 7.66089e-07 6.91192e-07 1.98321e-06 5.95807e-07 4.81796e-07 3.4235e-07 2.98166e-07
threshold=0.13534000000000004 0.13756000000000004 0.089925000000000019 0.51164000000000009 0.091810000000000017 0.14121000000000003 -0.079929999999999987 0.0036750000000000007 0.092235000000000011 0.088235000000000022 -0.083449999999999983 0.089480000000000018 0.091580000000000009 0.09759000000000001 0.094030000000000016 0.10528000000000001 0.097385000000000013 -0.0030749999999999996 -0.068899999999999975 -0.015274999999999999 -0.010655 -0.011884999999999998 -0.0057249999999999992 -0.0047449999999999992 -0.085739999999999997 0.084050000000000014 0.085845000000000019 0.086420000000000011 -0.065034999999999996 -0.0049799999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 -3 -7 9 -9 10 11 15 13 14 20 16 17 19 -19 -1 21 -12 24 -24 26 -26 29 -27 -25 -22
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 12 -13 -14 -15 -16 -17 -18 18 -20 -21 22 -23 23 28 25 27 -28 -29 -30 -31
leaf_value=4.372966911129576e-06 -1.0381915549909797e-05 -9.7342177326709147e-06 -7.8670731335992261e-06 1.0579109333347709e-05 4.0758171780908014e-06 6.8094689800091144e-06 -4.4926932719135945e-06 9.9954928019643477e-06 -5.5638214516442355e-06 -1.0160956920555822e-05 6.6239146739547287e-08 -1.4061204808513139e-05 8.8370779234832604e-06 -6.1859008565079429e-06 -5.3003523662482623e-06 -6.066704927001238e-06 6.1878512784268861e-06 1.4418388673220762e-06 -8.556834323184483e-06 -2.5306205447188124e-06 9.1456858598348848e-06 -9.1048919121267569e-06 -1.8244851253257367e-05 1.173679565487907e-05 3.1569757678274378e-05 -1.0123163356358698e-05 -1.7251699337066384e-05 7.7412769858003434e-06 2.9027796500362637e-07 -5.781275313379213e-06
leaf_weight=33 35 32 23 34 25 20 20 36 21 28 1498 20 37 20 25 21 38 24 34 34 32 37 22 27 30 26 20 36 810 23
leaf_count=33 35 32 23 34 25 20 20 36 21 28 1498 20 37 20 25 21 38 24 34 34 32 37 22 27 30 26 20 36 810 23
internal_value=0 -1.84066e-06 1.00539e-07 1.49943e-06 -1.68313e-06 -3.68277e-06 1.15839e-06 1.18656e-07 4.26311e-06 3.64878e-08 1.36779e-07 -1.82131e-06 2.87914e-07 1.66533e-07 2.15663e-07 -4.90891e-07 2.27466e-07 -1.58449e-06 -4.41945e-06 8.69654e-07 2.69509e-07 -1.54824e-07 9.04354e-07 1.75357e-07 4.6541e-06 1.04628e-05 -2.47122e-06 2.49737e-07 6.5952e-07 2.9035e-06
internal_weight=0 189 154 131 97 72 40 2932 57 2875 2847 204 2643 2606 2586 184 163 125 58 67 2561 1535 1026 859 167 92 75 62 837 55
internal_count=3121 189 154 131 97 72 40 2932 57 2875 2847 204 2643 2606 2586 184 163 125 58 67 2561 1535 1026 859 167 92 75 62 837 55
is_linear=0
shrinkage=0.1


Tree=5838
num_leaves=31
num_cat=0
split_feature=1429 156 156 51 1425 132 50 1185 1203 1 1 484 40 2 13 1 45 376 133 3 3 47 10 15 51 52 48 159 49 49
split_gain=5.77109e-08 1.99695e-07 7.89764e-08 1.94802e-07 7.31293e-08 5.99266e-08 1.81908e-06 9.34483e-07 2.85163e-07 6.45734e-08 2.46424e-07 1.72316e-07 6.91312e-07 2.02342e-07 1.75423e-07 9.32282e-08 8.572e-08 8.43245e-08 1.58987e-07 1.54893e-07 4.88898e-07 2.72909e-07 1.10637e-06 8.09369e-07 3.11883e-07 4.32824e-07 5.62038e-07 3.91389e-07 4.22368e-07 5.45514e-07
threshold=-0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.084030000000000007 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.13534000000000004 0.13756000000000004 0.090535000000000018 -0.07632499999999999 0.15950500000000004 -0.063184999999999977 0.13408500000000004 0.094030000000000016 0.085245000000000015 0.089595000000000022 -0.042499999999999989 -0.053259999999999995 0.094160000000000008 -0.013164999999999998 -0.10324499999999999 0.093135000000000009 -0.012859999999999998 0.095425000000000024 0.10545500000000001 -0.043469999999999995 -0.066019999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 8 -7 -2 15 -11 12 -12 14 -14 16 17 19 -19 20 -9 22 -21 -23 27 26 -26 28 29 -24
right_child=1 -3 3 -5 -6 7 -8 9 -10 10 11 -13 13 -15 -16 -17 -18 18 -20 21 -22 23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-5.1036605079637168e-06 -5.7764344388734744e-08 9.9963136108272017e-06 2.9594098707873074e-06 -1.0105201254646092e-05 4.514149199527948e-06 -2.0672962830303734e-05 3.0315815686208224e-05 3.5873351296584205e-09 -1.2655084374273429e-05 -9.3437239187161525e-06 1.5396819571833478e-05 -7.0294767624545784e-06 -1.3879866482966465e-05 3.3995188754060487e-06 -2.0770585519237691e-06 6.9473067287617598e-06 -5.9841560908788111e-06 -7.9576469732143924e-06 2.1520362354619596e-06 -1.7237571518630684e-05 -1.5336503912251268e-05 1.9939621917477908e-05 3.1876488359151992e-06 -4.3582912579810143e-06 -2.2305856909952129e-05 6.5345647669801115e-06 1.4014938102491215e-06 -6.0850954600697917e-06 7.5946139235227861e-06 -1.4174455575564273e-05
leaf_weight=22 177 20 21 25 36 22 20 1948 20 35 28 28 20 34 34 20 23 35 28 31 21 29 102 26 20 24 20 38 192 22
leaf_count=22 177 20 21 25 36 22 20 1948 20 35 28 28 20 34 34 20 23 35 28 31 21 29 102 26 20 24 20 38 192 22
internal_value=0 3.623e-08 -2.84668e-08 -4.14092e-06 3.39047e-08 -1.9912e-08 1.5806e-06 -1.44844e-07 -1.33668e-06 1.89045e-08 -1.81776e-06 1.14717e-08 1.71101e-06 -2.64356e-06 -6.44847e-06 1.46381e-07 9.32281e-08 1.48346e-07 -3.46445e-06 2.40383e-07 -1.6002e-07 1.80465e-06 9.90227e-07 8.45334e-06 2.34205e-06 -4.08215e-06 -1.04522e-05 3.50349e-06 4.65654e-06 1.07275e-07
internal_weight=0 3099 3079 46 3033 2997 217 2780 197 2758 179 144 116 88 54 2579 2559 2536 63 2473 1969 504 449 55 418 64 40 354 316 124
internal_count=3121 3099 3079 46 3033 2997 217 2780 197 2758 179 144 116 88 54 2579 2559 2536 63 2473 1969 504 449 55 418 64 40 354 316 124
is_linear=0
shrinkage=0.1


Tree=5839
num_leaves=31
num_cat=0
split_feature=132 1185 43 12 1 42 2 0 130 0 483 12 482 482 483 42 12 483 4 52 11 9 33 154 474 157 1 374 13 147
split_gain=6.21391e-08 4.41919e-07 1.40486e-07 1.66642e-07 9.91466e-08 1.67944e-07 6.94418e-08 1.1192e-07 1.2346e-07 7.11851e-08 5.71041e-08 2.27551e-07 2.06896e-07 1.05286e-07 1.03774e-07 4.54272e-07 3.80695e-07 2.45695e-07 1.59746e-07 1.19297e-07 9.01868e-08 1.95148e-07 1.86485e-07 8.84274e-08 1.3442e-07 1.23293e-07 8.22333e-08 2.00621e-07 1.7041e-07 1.66972e-07
threshold=-0.083174999999999985 -0.083264999999999992 -0.011244999999999998 0.087385000000000004 0.089625000000000024 -0.021469999999999996 0.084515000000000021 -0.073309999999999986 0.10923000000000001 -0.091354999999999978 0.12236500000000002 0.094435000000000005 0.11524000000000002 0.10932500000000002 0.098395000000000024 0.095885000000000012 0.23631000000000002 0.095980000000000024 0.62931500000000018 -0.0073049999999999999 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 1.0000000180025095e-35 -0.26322499999999993 0.23903500000000003 0.13820500000000002 0.089165000000000008 -0.07965499999999999 0.097985000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 -4 8 9 -8 12 -12 13 14 16 19 17 18 20 -16 -3 22 -22 24 -24 26 27 29 -28 -26
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leaf_value=-9.3989806991292277e-07 1.4577301460251745e-05 5.8936910171234143e-06 5.7052434704019107e-06 -1.3420835693978006e-05 -1.126686933361043e-05 1.2627243608142674e-06 5.4971418917788966e-06 6.2581877500633711e-06 -6.8017575204653589e-06 -1.7230028283342512e-06 -9.5458184724910617e-06 3.0927657870302814e-06 9.138086444181682e-06 -7.2292140521312832e-06 -4.7804342984542906e-06 1.6674705070727216e-05 -1.3802166790810588e-05 1.0819979269442792e-05 -8.3370492559894323e-06 3.7225762911696097e-06 8.5062196026578572e-06 -7.1389279008527457e-06 -6.6043248015405206e-06 6.4560196950056019e-06 7.1548001527934583e-08 6.8716894929821137e-06 -7.9441120014496107e-06 1.0029160795284043e-05 1.2356906111000128e-06 -7.0919659106728053e-06
leaf_weight=23 21 26 25 20 20 23 22 22 31 36 28 29 25 20 33 20 20 21 23 33 26 38 31 21 2324 26 39 20 42 33
leaf_count=23 21 26 25 20 20 23 22 22 31 36 28 29 25 20 33 20 20 21 23 33 26 38 31 21 2324 26 39 20 42 33
internal_value=0 1.23469e-07 -1.61245e-06 -6.74499e-06 -3.79491e-07 -4.56499e-06 9.43866e-07 -1.28517e-07 -1.70725e-06 1.01567e-06 1.80032e-08 -3.11566e-06 8.13208e-08 3.41139e-10 5.24273e-08 3.47192e-06 -5.68947e-08 4.60662e-08 -3.93442e-08 -5.28929e-07 3.33318e-08 -2.52718e-08 8.02391e-08 -6.14716e-09 -6.01056e-08 2.15654e-08 -5.08932e-08 5.58796e-08 -3.18421e-06 -2.87473e-08
internal_weight=0 2899 222 43 179 43 136 111 89 58 2878 57 2821 2796 2776 86 2690 2670 2649 66 2626 2600 2562 2536 2515 2484 2458 2377 81 2357
internal_count=3121 2899 222 43 179 43 136 111 89 58 2878 57 2821 2796 2776 86 2690 2670 2649 66 2626 2600 2562 2536 2515 2484 2458 2377 81 2357
is_linear=0
shrinkage=0.1


Tree=5840
num_leaves=31
num_cat=0
split_feature=393 46 46 1426 1426 1428 474 47 0 47 47 47 9 10 2 34 147 148 447 156 47 16 97 34 1447 159 0 481 1447 457
split_gain=5.93865e-08 5.88393e-08 8.35661e-08 7.26821e-08 7.17485e-08 8.66404e-08 1.11615e-07 6.78366e-08 5.00599e-07 1.7579e-06 7.57825e-07 4.57921e-07 9.32877e-08 4.21914e-07 8.23003e-08 8.8539e-08 8.12468e-08 4.36242e-07 1.18287e-07 7.92042e-08 1.05169e-07 1.59431e-07 8.96961e-08 1.5259e-07 8.71761e-08 4.11257e-07 8.33428e-07 1.03197e-06 1.38501e-07 9.88172e-08
threshold=0.13251500000000002 0.10987500000000001 0.083550000000000013 -0.094284999999999994 -0.052649999999999995 0.087445000000000009 0.088125000000000009 0.092165000000000011 -0.10224499999999999 0.10678000000000001 0.09550500000000002 0.088915000000000008 0.08925000000000001 0.053330000000000009 -0.045829999999999989 -0.010024999999999997 0.095485000000000014 -0.068554999999999991 0.089595000000000022 -0.092099999999999987 0.078875000000000015 -0.095094999999999985 -0.085969999999999977 -0.08330499999999999 -0.086219999999999977 -0.025879999999999997 -0.087414999999999979 -0.081334999999999977 -0.084894999999999984 0.084685000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 11 9 -9 -10 12 14 -14 15 -6 18 -18 19 -16 22 -22 -21 -24 25 26 27 -25 -26 -30
right_child=-2 -3 -4 4 5 6 -8 8 10 -11 -12 -13 13 -15 16 -17 17 -19 -20 20 21 -23 23 24 28 -27 -28 -29 29 -31
leaf_value=5.7033857455156649e-06 5.1772275500380516e-06 5.1164335660173911e-06 -5.5117385987354547e-06 -4.7026151715919809e-06 -7.5178173750417395e-06 9.1931609784113717e-06 -1.021307787141268e-06 -3.1607082943359596e-05 1.9513254783305457e-05 1.2290934445705457e-06 -9.1664719173025741e-07 1.2578151111303419e-05 1.5249854533023956e-05 -2.4119986368245202e-06 -5.6631550996826265e-06 3.1500896713825772e-07 1.5403756051455276e-05 -3.5394274750761993e-06 -6.183409502824589e-06 -6.7691442018258383e-06 -1.2417240062253162e-06 1.0168896823643082e-05 8.6535322655834082e-06 2.3698287112070137e-05 -6.8825415397558606e-06 1.4485320855822901e-05 -1.4327162169333213e-05 -7.2934717784598682e-06 -3.2016780045187249e-07 2.5226677329853304e-06
leaf_weight=22 22 22 28 33 31 23 20 23 20 56 197 29 21 38 25 27 20 31 32 20 24 25 20 21 31 23 28 22 2057 130
leaf_count=22 22 22 28 33 31 23 20 23 20 56 197 29 21 38 25 27 20 31 32 20 24 25 20 21 31 23 28 22 2057 130
internal_value=0 -3.67455e-08 -7.35898e-08 -2.36494e-08 -6.5273e-08 -1.41601e-08 4.44225e-06 -7.90958e-08 -1.51503e-06 -8.33081e-06 9.66293e-07 8.0993e-08 -5.70183e-08 3.87442e-06 -1.47379e-07 -3.8715e-06 -6.12889e-08 3.88927e-06 -1.43257e-07 -6.35852e-08 -5.28066e-09 4.58002e-06 -1.00808e-07 -4.36179e-08 -1.18853e-07 2.86393e-06 -9.00745e-07 7.84204e-06 -2.45265e-07 -1.51184e-07
internal_weight=0 3099 3077 3049 3027 2994 43 2951 296 79 217 2655 2626 59 2567 58 2509 51 2458 2426 2401 49 2352 2332 2312 94 71 43 2218 2187
internal_count=3121 3099 3077 3049 3027 2994 43 2951 296 79 217 2655 2626 59 2567 58 2509 51 2458 2426 2401 49 2352 2332 2312 94 71 43 2218 2187
is_linear=0
shrinkage=0.1


Tree=5841
num_leaves=31
num_cat=0
split_feature=1420 157 16 42 52 130 52 2 1447 2 2 2 0 12 2 4 51 160 160 15 4 2 2 2 13 1208 1208 159 2 42
split_gain=6.04702e-08 1.98728e-07 6.3737e-08 2.54671e-07 2.43061e-07 1.65995e-07 1.33801e-07 1.27801e-07 1.00877e-06 5.45262e-07 5.44221e-07 8.61594e-07 5.09258e-07 5.18246e-07 4.78866e-07 4.55558e-07 7.87752e-07 5.16853e-07 7.09427e-07 4.14691e-07 3.29053e-07 2.42328e-07 8.40718e-07 3.51413e-07 5.3122e-07 3.24141e-07 3.62037e-07 2.39406e-07 2.26638e-07 7.5759e-07
threshold=0.056520000000000008 0.63397500000000007 0.0013750000000000001 0.15021500000000002 -0.21968999999999997 -0.22699999999999995 0.5140450000000002 0.091055000000000011 0.040965000000000008 0.090425000000000019 0.093175000000000022 0.092635000000000009 -0.083804999999999977 0.092755000000000018 0.093680000000000013 -0.077519999999999992 0.095820000000000016 0.11205000000000002 0.098320000000000005 0.11069000000000001 -0.07168999999999999 0.090050000000000005 0.089775000000000008 0.089125000000000024 -0.039649999999999998 0.10233500000000001 1.0000000180025095e-35 0.10713500000000002 0.10136500000000002 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -6 -4 8 9 19 11 12 -9 -14 -12 16 -16 18 20 21 -17 22 23 25 -25 26 -7 28 29 -22
right_child=-2 -3 3 -5 5 7 -8 10 -10 -11 14 -13 13 -15 15 17 -18 -19 -20 -21 27 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=1.0954205320212211e-05 -5.1085895229927857e-06 9.9738528251691616e-06 -1.3518716516407483e-06 1.0357664657476563e-05 -8.4980548308521971e-06 -4.6254861111366593e-08 4.8880598418084753e-06 1.1369771597786055e-05 -1.9851837524024281e-05 -1.1631200795118975e-05 -1.4637184652937798e-05 2.5072471538331469e-05 -1.5090646576771344e-05 7.1509617896481361e-06 1.8443308166145775e-05 -1.1839705130905318e-05 -4.3996692249073448e-06 1.2444463694801897e-05 -1.8852515122922516e-05 1.286908844519985e-05 -3.2823526653908847e-07 1.0526180355182905e-05 -1.9904575743740204e-05 -2.2220659333459569e-06 2.0013610686543292e-05 1.0798101812657411e-05 -1.2991309317426798e-05 1.1110319551335124e-05 -1.1271954832005173e-06 2.0129405785827777e-05
leaf_weight=21 23 20 756 20 22 1202 36 39 26 39 21 23 22 20 36 23 26 31 21 26 85 22 21 21 22 27 22 20 405 23
leaf_count=21 23 20 756 20 22 1202 36 39 26 39 21 23 22 20 36 23 26 31 21 26 85 22 21 21 22 27 22 20 405 23
internal_value=0 3.79233e-08 -2.66376e-08 -7.86812e-07 2.45764e-07 1.45596e-07 -1.06824e-06 2.31138e-07 -3.34601e-07 2.73445e-08 1.24733e-06 7.99147e-06 3.14131e-06 -4.4994e-06 2.32298e-07 6.98356e-07 8.864e-06 -1.34324e-07 -8.10134e-07 3.60935e-07 -1.28677e-07 1.17694e-07 -5.64399e-08 2.65671e-07 9.15433e-06 -3.98548e-08 -2.78927e-07 3.76676e-07 -4.17892e-08 4.02848e-06
internal_weight=0 3098 3078 812 2266 2245 792 2223 1428 1402 795 104 81 42 691 670 62 608 577 1363 556 1337 1315 1294 43 1251 1224 533 513 108
internal_count=3121 3098 3078 812 2266 2245 792 2223 1428 1402 795 104 81 42 691 670 62 608 577 1363 556 1337 1315 1294 43 1251 1224 533 513 108
is_linear=0
shrinkage=0.1


Tree=5842
num_leaves=31
num_cat=0
split_feature=130 40 4 1208 1208 1208 1210 15 403 401 3 1454 1454 13 0 13 34 10 2 2 9 13 43 14 45 3 16 16 157 1429
split_gain=6.80878e-08 1.35735e-07 8.29891e-08 6.10144e-08 1.34464e-07 6.81631e-08 1.27316e-07 9.31568e-07 7.24718e-08 1.20209e-07 6.70918e-08 2.88627e-07 2.19338e-07 1.54072e-07 1.37295e-07 3.38058e-07 1.2777e-07 1.90873e-07 3.23196e-07 1.6501e-07 1.67338e-07 1.31841e-07 3.69995e-07 1.68111e-07 4.80488e-07 2.64993e-07 1.49428e-07 2.32836e-07 1.26563e-07 5.55496e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 0.12461500000000002 0.10837500000000001 0.092250000000000013 -0.094799999999999982 0.085465000000000013 0.62200000000000011 0.13485500000000003 -0.094874999999999987 0.11906000000000001 0.08950000000000001 0.27266500000000005 0.10455500000000001 -0.029529999999999997 -0.097449999999999981 0.053330000000000009 -0.080614999999999978 -0.0091949999999999983 -0.013509999999999999 -0.17933499999999997 0.035560000000000008 -0.31455999999999995 0.094030000000000016 0.0051600000000000005 -0.08595499999999999 -0.06421499999999998 -0.04831499999999999 -0.0079199999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 9 10 12 14 13 28 16 -16 -12 18 -18 -20 -21 22 26 25 -25 -23 -22 -28 29 -8
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leaf_value=5.4208160255929339e-06 -8.2517659666336847e-06 2.2020048804733962e-05 5.3373338169908028e-06 -5.5427132429031191e-06 7.6158166749614198e-06 -4.3846659284301697e-06 -1.7186704133962394e-05 -4.8974686099730512e-06 -5.1608066290295293e-06 7.4896208908674969e-06 7.8473248686350429e-06 -1.1729494988024023e-05 1.1200867437537455e-05 -8.0790466245161952e-06 -1.5444273933553632e-05 1.5781932136503331e-06 1.2578981541082611e-05 -8.2414479571713766e-06 -6.9053949800156218e-06 8.2245177869329684e-06 4.0091956716190538e-06 -2.3733204204745563e-06 -1.5128454139233907e-05 3.889368171621455e-08 -1.5167533815873045e-05 1.3212255769682694e-05 -1.2345452918929195e-05 1.1241724344086613e-06 1.6758803658967378e-06 1.7409092314981376e-06
leaf_weight=23 20 20 29 20 23 36 20 36 28 21 20 22 20 20 20 28 20 29 36 24 39 20 22 1976 21 24 21 33 381 69
leaf_count=23 20 20 29 20 23 36 20 36 28 21 20 22 20 20 20 28 20 29 36 24 39 20 22 1976 21 24 21 33 381 69
internal_value=0 -4.02425e-08 1.31137e-08 -3.75267e-08 -1.17679e-09 -5.94572e-08 -7.03041e-09 4.71593e-06 -9.77942e-08 -4.86728e-08 -1.03927e-07 -3.29124e-07 9.35952e-07 5.16976e-07 -2.2162e-07 -5.5145e-06 -1.10434e-07 -1.80702e-07 -7.61569e-08 -1.90373e-07 -7.94827e-08 -1.71921e-07 -3.4663e-06 1.37009e-08 -1.21014e-07 6.1279e-06 -7.07507e-07 -4.11402e-06 8.82764e-07 -2.51249e-06
internal_weight=0 3098 3078 3049 3029 3006 2970 56 2914 2886 2865 2355 510 490 2333 48 2285 2265 2236 2216 2180 2156 115 2041 1997 44 93 54 470 89
internal_count=3121 3098 3078 3049 3029 3006 2970 56 2914 2886 2865 2355 510 490 2333 48 2285 2265 2236 2216 2180 2156 115 2041 1997 44 93 54 470 89
is_linear=0
shrinkage=0.1


Tree=5843
num_leaves=31
num_cat=0
split_feature=45 104 11 33 47 47 47 15 131 1210 1213 4 1210 1208 1208 132 1203 1185 50 132 4 12 130 40 48 457 1374 484 49 151
split_gain=8.4595e-08 6.02421e-08 1.57929e-07 2.39682e-07 6.74975e-08 7.28364e-07 4.80451e-07 9.25487e-07 7.98133e-08 8.91517e-08 7.42366e-07 1.11474e-06 1.02621e-07 8.93239e-08 1.79261e-07 8.35879e-08 2.13025e-06 9.79609e-07 2.51196e-07 9.85394e-08 1.6238e-07 8.37067e-08 7.6188e-08 1.32174e-07 7.94339e-08 2.32003e-07 8.07602e-08 1.01764e-07 5.54811e-07 4.81763e-07
threshold=0.097190000000000012 0.088500000000000009 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.096475000000000019 0.089640000000000011 -0.10324499999999999 0.13767000000000004 -0.13847499999999999 -0.083944999999999978 -0.081114999999999979 -0.090569999999999998 0.11846000000000001 0.10233500000000001 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.088425000000000017 -0.41094499999999995 0.10528000000000001 0.091200000000000017 -0.22699999999999995 -0.23755499999999996 0.12879500000000002 0.41022000000000008 -0.096434999999999979 0.091180000000000011 0.10671500000000002 -0.37203999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 8 -8 9 10 -5 -12 -11 14 15 16 18 -17 19 -14 21 -21 -19 -24 25 26 -25 29 -29 -28
right_child=-2 -3 3 4 5 -7 7 -9 -10 12 11 -13 13 -15 -16 17 -18 22 -20 20 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=7.8952021540317224e-06 4.6894287690616022e-06 -5.2719538933326316e-06 -9.4653703854419298e-06 1.9667181722979878e-05 1.938625292019597e-05 4.4085984197582561e-08 -2.5657893422162276e-05 3.6914550946676175e-06 -5.9854467673920393e-06 -6.989074690214434e-06 1.1792492940995461e-05 -2.0827555538289747e-05 4.7305714986123352e-06 6.1020471700127622e-06 -9.014999184066917e-06 -2.2148373695927151e-05 3.2927143515735224e-05 -5.5267028604551648e-06 -1.2122744278713073e-05 -1.3520868586359334e-06 -9.7329860409445256e-06 5.9289994624123215e-06 7.6795775780540321e-06 -5.7584949900046924e-06 -5.5451027074013838e-06 9.3368038708124215e-06 -1.5571982915361106e-05 3.8460265666512668e-07 1.8056587523460622e-05 2.58620832951564e-08
leaf_weight=25 38 22 27 20 21 267 21 22 22 21 22 20 32 24 22 20 20 24 20 75 20 20 23 24 25 27 20 159 20 1998
leaf_count=25 38 22 27 20 21 267 21 22 22 21 22 20 32 24 22 20 20 24 20 75 20 20 23 24 25 27 20 159 20 1998
internal_value=0 -5.7805e-08 -2.03299e-08 -8.55105e-08 -1.34423e-09 1.45445e-06 -1.55431e-07 -1.06419e-05 1.29487e-08 6.26342e-08 3.81012e-06 -3.74086e-06 -2.69356e-08 2.98872e-08 -2.7285e-08 5.09618e-08 2.08545e-06 -1.11624e-07 -1.60816e-06 -1.77605e-07 -1.54336e-06 1.80773e-07 7.83483e-08 1.36938e-07 6.06153e-08 1.22956e-07 1.09466e-08 7.39719e-08 2.35913e-06 -1.28725e-07
internal_weight=0 3083 3061 3036 3009 288 2721 43 2678 2656 62 42 2594 2573 2549 2527 187 2340 167 147 115 95 2320 2296 2273 2248 2221 2197 179 2018
internal_count=3121 3083 3061 3036 3009 288 2721 43 2678 2656 62 42 2594 2573 2549 2527 187 2340 167 147 115 95 2320 2296 2273 2248 2221 2197 179 2018
is_linear=0
shrinkage=0.1


Tree=5844
num_leaves=31
num_cat=0
split_feature=46 44 1428 473 471 474 15 16 42 16 4 0 12 0 1429 4 1 475 2 475 16 133 16 160 15 160 51 482 482 42
split_gain=7.62493e-08 1.94922e-07 1.2428e-07 1.73305e-07 9.15186e-08 8.35505e-08 1.9694e-07 7.26681e-08 2.03651e-07 2.01962e-07 7.40018e-07 1.61375e-07 4.97068e-07 2.90524e-07 2.38052e-07 2.23462e-07 1.73268e-07 1.56523e-07 8.38614e-07 1.85634e-07 1.57281e-07 5.35439e-07 4.008e-07 2.34813e-07 2.16253e-07 2.98336e-07 1.52827e-07 1.49828e-07 4.50933e-07 3.03529e-07
threshold=0.084955000000000017 0.10049500000000001 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 -0.08539999999999999 -0.0088349999999999974 0.0013750000000000001 0.15021500000000002 -1.0000000180025095e-35 -0.0070899999999999991 0.11070500000000001 0.086565000000000017 0.051010000000000007 -0.050194999999999997 -0.37944499999999992 0.085475000000000009 -0.085719999999999977 0.087545000000000026 -0.08466499999999999 -0.0087049999999999992 0.090310000000000015 -0.0094449999999999968 -0.089744999999999978 -0.013969999999999998 -0.073679999999999982 -0.012244999999999997 0.098465000000000011 0.090355000000000005 0.15021500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6 9 11 17 -11 13 -13 14 -9 16 -16 18 -7 -19 22 23 27 -22 25 -25 -14 28 29 -21
right_child=1 -3 3 4 5 7 -8 8 -10 10 -12 12 26 -15 15 -17 -18 19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.260574542693576e-06 1.1479899512778502e-05 -1.5452434750100281e-06 9.282175850557906e-06 -6.4835410285013495e-06 -1.1195819681120157e-06 -4.5436286200128961e-06 1.1171134431655425e-05 -1.1585103440707331e-05 9.025807730722591e-06 -7.0731393464029686e-06 1.9228109103214987e-05 -7.3184164418285777e-06 1.4559095575350512e-06 -1.3611422350550128e-05 -7.128462446258788e-07 -1.5609813082313202e-06 1.131382833943917e-05 -8.4680396849552588e-06 1.9588732945881779e-05 2.1873993870322692e-07 8.2597466378805013e-06 -1.787563211283192e-05 1.3702848026365576e-05 -1.6741636818551343e-05 2.0252557078492829e-06 -1.6526425585688661e-06 1.235846540765806e-05 -7.5631492436514239e-06 1.4145513159746771e-05 -1.0093452328874265e-05
leaf_weight=32 20 27 20 22 32 36 22 22 20 20 23 31 20 20 23 555 25 26 24 1811 24 21 22 20 52 38 36 25 23 29
leaf_count=32 20 27 20 22 32 36 22 22 20 20 23 31 20 20 23 555 25 26 24 1811 24 21 22 20 52 38 36 25 23 29
internal_value=0 3.99737e-06 -6.11136e-08 4.10096e-09 -5.73026e-08 -1.01768e-08 3.88775e-06 -8.16255e-08 -9.29956e-07 2.09142e-07 6.99497e-06 -1.20197e-06 2.84083e-06 -1.74728e-06 -1.36763e-06 -9.9485e-07 5.55105e-06 7.34888e-08 5.10932e-06 -7.10113e-08 3.4714e-08 -3.02887e-06 2.83329e-07 -7.02134e-07 -2.65745e-06 -6.85574e-06 8.4647e-06 1.26958e-07 2.30153e-07 5.62108e-08
internal_weight=0 47 3074 3042 3022 3000 54 2946 752 2194 43 732 87 645 625 603 48 2151 60 2091 2065 155 1910 134 110 58 56 1888 1863 1840
internal_count=3121 47 3074 3042 3022 3000 54 2946 752 2194 43 732 87 645 625 603 48 2151 60 2091 2065 155 1910 134 110 58 56 1888 1863 1840
is_linear=0
shrinkage=0.1


Tree=5845
num_leaves=31
num_cat=0
split_feature=130 40 132 1185 1203 16 12 2 1204 120 46 46 39 9 9 34 11 1426 16 16 13 1446 480 480 481 13 52 52 376 52
split_gain=8.1579e-08 1.2376e-07 7.46e-08 4.4757e-07 2.01998e-07 8.32708e-08 1.28678e-07 1.86947e-07 1.09865e-07 7.06181e-08 9.06822e-08 1.11826e-07 1.05694e-07 1.08044e-07 2.37849e-07 1.12985e-07 2.53465e-07 7.98268e-08 7.70134e-08 8.46389e-07 2.22284e-07 1.71364e-07 3.29827e-07 2.28401e-07 1.31802e-07 7.29728e-07 1.52916e-07 3.21333e-07 8.15459e-07 5.04233e-07
threshold=-0.23123999999999997 -0.24290999999999999 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.097644999999999996 0.11418000000000002 0.097385000000000013 -0.0030749999999999996 0.091385000000000008 0.10987500000000001 0.083550000000000013 0.11785000000000002 0.092890000000000014 0.088235000000000022 -0.08786999999999999 -1.0000000180025095e-35 -0.094284999999999994 0.0013750000000000001 -1.0000000180025095e-35 -0.42195999999999995 -0.088809999999999986 0.11240000000000001 0.10344000000000002 -0.086484999999999992 -0.085744999999999988 -0.085264999999999994 -0.080114999999999978 0.048375000000000008 -0.07278999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 8 -7 10 11 12 13 14 15 -5 -17 -18 19 20 -19 -22 23 24 25 -23 -26 28 -28 -29
right_child=1 2 3 9 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 17 18 -20 -21 21 22 -24 -25 26 -27 27 29 -30 -31
leaf_value=5.93361197072385e-06 -7.8850034697097726e-06 4.2311169089733391e-06 1.4689304385856738e-05 6.4076394957217933e-06 -9.6988517433211597e-06 6.8761106950532282e-07 -7.1881033200327243e-06 7.6657893969240829e-06 -5.8481627161728642e-06 5.6799960124077525e-06 6.7018734776524987e-06 -6.7138625308871277e-06 -5.3787101566942721e-06 5.3010109159237263e-06 -9.911005046584858e-06 -1.0667111600717115e-05 6.1098751922889453e-06 -7.7148710455990771e-06 -7.9546225039169568e-07 2.0368656922593284e-05 -8.8728516629998932e-06 -6.9128436994755509e-06 1.1840513310744428e-05 -1.0352609134542947e-05 3.4164959629791063e-06 1.5035895469764277e-05 -2.0556191579089501e-05 1.4890017981720715e-05 5.8416664862968242e-06 -3.2707386310448785e-08
leaf_weight=23 20 30 21 28 28 64 32 25 43 22 20 25 36 39 24 22 22 35 748 21 20 28 25 20 138 33 25 23 22 1459
leaf_count=23 20 30 21 28 28 64 32 25 43 22 20 25 36 39 24 22 22 35 748 21 20 28 25 20 138 33 25 23 22 1459
internal_value=0 -4.40502e-08 6.89818e-09 1.44155e-07 -1.75889e-06 -6.12912e-07 -1.49901e-06 -1.19842e-07 -1.93891e-06 3.64127e-08 -7.72482e-09 -5.57706e-08 4.36387e-09 7.52975e-08 -3.81238e-10 8.87364e-08 2.17431e-08 1.11531e-07 6.07173e-08 4.07079e-07 1.77761e-07 3.31828e-07 4.35659e-07 2.72547e-07 3.95523e-07 4.96106e-06 2.28458e-07 -5.92791e-08 -8.19975e-06 1.98887e-07
internal_weight=0 3098 3078 2856 222 194 164 132 107 2835 2813 2793 2768 2732 2693 2669 2641 2619 2597 1849 1828 1793 1773 1748 1728 61 1667 1529 47 1482
internal_count=3121 3098 3078 2856 222 194 164 132 107 2835 2813 2793 2768 2732 2693 2669 2641 2619 2597 1849 1828 1793 1773 1748 1728 61 1667 1529 47 1482
is_linear=0
shrinkage=0.1


Tree=5846
num_leaves=31
num_cat=0
split_feature=130 40 484 49 49 483 482 484 1375 133 160 484 2 2 52 4 1366 123 16 16 403 0 0 15 4 13 13 12 34 50
split_gain=6.60787e-08 1.00246e-07 6.10714e-08 9.9284e-07 6.68773e-07 2.3891e-07 2.60553e-07 1.87031e-07 5.48771e-07 3.34823e-07 5.94735e-07 2.9348e-07 1.79413e-07 1.73813e-07 1.92628e-07 2.90496e-07 1.51527e-07 1.28473e-07 1.01296e-07 3.88794e-07 2.46732e-07 2.01554e-07 4.2376e-07 3.82616e-07 2.65158e-07 2.24444e-07 3.15803e-07 2.61195e-07 2.05427e-07 2.05681e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.091180000000000011 0.11236 0.10247500000000002 0.096720000000000014 0.085875000000000021 0.085790000000000019 -0.090674999999999992 0.085355000000000014 -0.088854999999999976 0.085505000000000012 0.088745000000000004 0.083995000000000014 -0.023194999999999997 -0.012164999999999999 -0.082814999999999986 0.11679000000000002 -0.0087049999999999992 -0.007794999999999999 -0.55327499999999985 -0.14794999999999997 -0.089019999999999974 -0.07490999999999999 -0.053309999999999989 -0.088319999999999996 -0.086254999999999984 0.086095000000000019 -0.057544999999999992 0.10377500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 5 6 13 11 -9 10 -10 16 -7 -4 -15 -16 -3 18 20 -20 -18 24 23 -23 -21 27 -27 -24 -28 -30
right_child=1 2 3 -5 -6 12 -8 8 9 -11 -12 -13 -14 14 15 -17 17 -19 19 21 -22 22 25 -25 -26 26 28 -29 29 -31
leaf_value=5.3402514980837669e-06 -7.0965028271530173e-06 6.3900101811971886e-06 9.6373665677501356e-06 1.9579378178807223e-05 -1.7736108605147042e-05 1.6003191613771894e-06 -8.8141967665933404e-06 -1.9192807076251484e-05 -1.8700864511629338e-05 8.9092666557917253e-06 3.2814504805855905e-06 1.2102880542101958e-05 1.4550695028106019e-05 4.8399883326055717e-06 -1.2440863482273322e-05 3.8774809559072309e-06 9.2011207523986152e-06 6.157760928005019e-06 -1.4233603091766284e-05 -1.9813064693607887e-06 5.620840453642259e-08 -2.4619950008028271e-06 1.3997106923299092e-05 -1.5956462695248107e-05 1.4302381323432201e-05 -1.2287795130839147e-05 8.0147204065334726e-06 -7.691114224144258e-07 -1.2719436695216469e-06 5.6831229743614175e-06
leaf_weight=23 20 36 21 27 21 23 32 20 20 25 32 20 20 36 24 20 30 32 22 20 1781 55 23 34 20 23 28 25 562 46
leaf_count=23 20 36 21 27 21 23 32 20 20 25 32 20 20 36 24 20 30 32 22 20 1781 55 23 34 20 23 28 25 562 46
internal_value=0 -3.96354e-08 6.21815e-09 1.59618e-06 -8.68519e-07 1.14409e-06 -9.50836e-07 -1.18572e-07 -4.43439e-06 -6.01029e-07 -5.17329e-06 3.32716e-08 7.62375e-06 1.54053e-06 -5.84894e-07 -5.02343e-06 -5.49243e-08 -1.40825e-07 -2.16342e-07 -1.11137e-06 2.07698e-07 -7.6605e-07 -1.11412e-06 -7.61718e-06 6.16054e-06 -2.95488e-07 -7.76352e-07 6.30637e-06 -3.60057e-07 -7.45738e-07
internal_weight=0 3098 3078 224 197 176 133 2854 97 77 52 2757 43 101 80 44 2737 2701 2669 858 1811 836 796 89 40 707 659 48 636 608
internal_count=3121 3098 3078 224 197 176 133 2854 97 77 52 2757 43 101 80 44 2737 2701 2669 858 1811 836 796 89 40 707 659 48 636 608
is_linear=0
shrinkage=0.1


Tree=5847
num_leaves=31
num_cat=0
split_feature=40 4 132 1185 1203 16 15 2 12 12 12 151 151 475 150 51 151 157 2 1 40 13 151 49 151 3 151 1373 457 150
split_gain=6.91828e-08 1.75644e-07 6.25831e-08 2.91376e-07 2.65822e-07 6.47241e-08 1.07255e-07 9.62789e-08 1.37577e-07 9.2781e-08 8.4185e-08 6.31968e-08 2.07312e-07 3.82277e-07 6.241e-07 2.46645e-07 1.80701e-07 2.1176e-07 1.41767e-07 2.97446e-07 1.97788e-07 2.19874e-07 2.77113e-07 1.45883e-07 1.32445e-07 1.77621e-07 1.28891e-07 1.30178e-07 4.21797e-07 1.53989e-07
threshold=-0.24620999999999996 0.63556000000000001 -0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.097644999999999996 -0.09551999999999998 0.097385000000000013 0.10016000000000001 0.087505000000000013 0.086305000000000007 -0.085134999999999975 -0.085684999999999997 -0.085774999999999976 0.10874500000000002 -0.085164999999999977 -0.08341999999999998 -0.0085999999999999983 0.121465 0.10658000000000002 -0.081804999999999975 -0.083364999999999981 -0.10142999999999999 -0.012034999999999999 -0.078349999999999989 -0.082594999999999988 -0.063609999999999986 1.0000000180025095e-35 0.31508000000000008 0.092010000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -7 8 9 10 -8 12 13 -5 15 -15 17 -13 19 20 -17 22 -22 -23 25 -18 -26 28 29 -28
right_child=1 -3 3 11 -6 6 7 -9 -10 -11 -12 16 -14 14 -16 18 24 -19 -20 -21 21 23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=5.8625712995308277e-06 4.0485071116967857e-06 -9.1522711381046625e-06 1.1611377869319933e-05 -1.0602870054720337e-05 -1.2603564062700911e-05 -6.4323264531651608e-06 1.5791570604051231e-06 5.1118285690445816e-06 -8.8596183009315157e-06 3.5477419354440991e-06 -7.4861966086679058e-06 5.9168287407374016e-07 1.1010325457997776e-05 -8.9290545649698931e-06 1.6591313374192397e-05 -8.3628832466534474e-06 -2.6160530402800458e-06 -1.2558887516206597e-05 -6.3589486476952779e-06 1.2218876047252428e-05 1.7277933362823783e-07 -7.6714042087097856e-06 1.3571659537617585e-05 1.6999773644892745e-06 -5.8310825524224647e-06 6.7327990035347099e-06 -1.4636737184267171e-07 6.2017278623622564e-06 -1.254954861872614e-05 3.9863305220662488e-06
leaf_weight=20 27 21 22 27 20 32 20 29 20 44 21 24 21 26 26 21 30 25 21 26 33 26 29 46 39 63 2208 33 27 94
leaf_count=20 27 21 22 27 20 32 20 29 20 44 21 24 21 26 26 21 30 25 21 26 33 26 29 46 39 63 2208 33 27 94
internal_value=0 -3.78106e-08 2.43335e-08 1.47199e-07 -1.62944e-06 -4.9223e-07 -1.23078e-06 1.13755e-08 -1.39732e-06 3.58514e-07 -3.06407e-06 5.85478e-08 1.4262e-06 7.0995e-07 1.91249e-06 2.38593e-07 -1.03871e-07 -6.11779e-06 1.41859e-06 2.32095e-06 6.60656e-07 2.07479e-06 6.44e-06 -1.68413e-06 1.42853e-08 3.71704e-06 -1.29137e-07 -3.49894e-08 -1.23358e-07 2.23875e-08
internal_weight=0 3101 3080 2867 213 193 166 134 105 85 41 2845 302 281 254 228 2543 49 202 181 155 134 62 72 2494 93 2401 2362 2329 2302
internal_count=3121 3101 3080 2867 213 193 166 134 105 85 41 2845 302 281 254 228 2543 49 202 181 155 134 62 72 2494 93 2401 2362 2329 2302
is_linear=0
shrinkage=0.1


Tree=5848
num_leaves=31
num_cat=0
split_feature=132 1211 393 1203 120 1 120 2 2 9 10 2 2 2 3 43 43 43 2 1372 3 43 130 2 42 3 12 3 16 1456
split_gain=6.13085e-08 1.76183e-06 9.90811e-07 1.53231e-07 6.95103e-08 1.36415e-07 4.15284e-07 1.38595e-07 8.22775e-08 7.59594e-08 2.60836e-07 3.30201e-07 1.60947e-07 1.20323e-07 1.01024e-07 6.84097e-08 2.29852e-07 5.0316e-07 4.95368e-07 4.89188e-07 1.84703e-07 2.23081e-07 2.20273e-07 3.88706e-07 3.8022e-07 2.70123e-07 2.15843e-07 3.42348e-07 1.94611e-07 1.89873e-07
threshold=-0.083284999999999984 0.085535000000000014 0.12679500000000002 0.089165000000000008 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.17760500000000004 0.092410000000000006 0.053330000000000009 -0.15339499999999998 -0.090999999999999984 -0.033169999999999991 -0.023499999999999997 -0.088704999999999992 -0.085739999999999997 -0.086304999999999979 0.088055000000000008 -0.065504999999999994 -0.081234999999999988 -0.11180499999999999 0.085235000000000019 0.086825000000000013 -0.088249999999999981 -0.096099999999999977 0.089625000000000024 -0.094874999999999987 0.22339500000000004 0.024960000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 7 8 9 10 12 -12 -2 -14 -11 20 17 18 -17 -18 22 -22 24 -24 25 -15 -25 -28 29 -26
right_child=2 -3 -4 -5 -6 -7 -8 -9 -10 14 11 -13 13 15 -16 16 19 -19 -20 -21 21 -23 23 26 28 -27 27 -29 -30 -31
leaf_value=-3.025284631701896e-07 7.8386316764172755e-06 2.9905903807048163e-05 -2.2302626657619843e-05 -9.5316184604143922e-06 -5.4432911077168212e-06 7.7465469273548746e-06 -1.4344872638503148e-05 8.0220327726527273e-06 -6.182061770232395e-06 -8.2243663655390266e-07 1.3158931415091502e-06 -1.6637906821328908e-05 -7.4607142302002544e-06 -2.4078433724346391e-06 8.9975237890691709e-06 8.0069822047335034e-06 1.4300254372301424e-05 -1.9059870046476137e-05 -9.2074440310950332e-06 -6.0533319060512321e-08 2.0150536918798163e-06 1.3440618474305666e-05 1.4829540471230128e-05 -7.1728861655628865e-06 -1.4242320010651595e-06 -1.5489523596241068e-05 1.0277479455490302e-05 -4.2338055271980484e-06 7.6773605235302964e-06 8.8435077896065208e-06
leaf_weight=179 27 20 20 20 23 23 20 22 21 20 20 21 21 38 22 32 24 20 35 2035 54 25 26 24 181 27 37 29 35 20
leaf_count=179 27 20 20 20 23 23 20 22 21 20 20 21 21 38 22 32 24 20 35 2035 54 25 26 24 181 27 37 29 35 20
internal_value=0 1.61339e-06 -1.21754e-07 -1.23008e-06 3.21728e-08 7.62216e-08 1.40152e-08 1.15996e-07 5.37437e-08 1.00968e-07 3.60624e-08 -7.87996e-06 1.56715e-07 7.88289e-08 4.32135e-06 1.38757e-07 -1.05878e-07 -5.14063e-06 -9.85629e-07 1.06858e-07 1.1972e-06 5.63074e-06 3.5727e-07 4.05953e-06 -1.06951e-06 -7.84177e-06 9.4819e-07 3.90131e-06 7.95728e-07 -4.02566e-07
internal_weight=0 219 2902 199 2882 2859 2836 2816 2794 2773 2731 41 2690 2663 42 2642 2146 87 67 2059 496 79 417 116 301 65 90 66 236 201
internal_count=3121 219 2902 199 2882 2859 2836 2816 2794 2773 2731 41 2690 2663 42 2642 2146 87 67 2059 496 79 417 116 301 65 90 66 236 201
is_linear=0
shrinkage=0.1


Tree=5849
num_leaves=31
num_cat=0
split_feature=393 1213 1211 1200 1203 401 1203 1212 1212 13 43 1212 52 13 1212 2 43 1185 1212 0 393 1210 13 401 1213 1213 1212 12 401 394
split_gain=5.98941e-08 5.94087e-08 8.57673e-08 7.75845e-08 1.42431e-07 8.75398e-08 7.69345e-08 7.75014e-08 7.64502e-07 4.12366e-07 8.56731e-07 3.94486e-07 2.81174e-07 4.33082e-07 4.10934e-07 2.94334e-07 2.57287e-07 1.46605e-07 1.59398e-07 9.05689e-07 1.19527e-07 1.00721e-07 1.46899e-07 1.29922e-07 1.42762e-07 9.39023e-07 6.09234e-07 5.95076e-07 1.53776e-07 2.23636e-07
threshold=0.13251500000000002 0.51370000000000016 0.11986000000000001 0.090100000000000013 0.094640000000000016 0.13837000000000002 0.088155000000000011 0.087505000000000013 0.086920000000000011 -0.085584999999999981 -0.0017249999999999998 0.089125000000000024 0.008405000000000001 -0.069964999999999986 0.092815000000000022 0.088475000000000012 -0.03898999999999999 0.087545000000000026 0.040035000000000008 -0.086234999999999992 -1.0000000180025095e-35 0.0028200000000000005 -0.080519999999999994 0.11857000000000002 -0.083944999999999978 -0.090764999999999985 -0.087464999999999987 0.085440000000000016 0.10632500000000002 -0.10421499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 17 10 -9 -11 13 -13 -14 -16 -15 18 20 -20 -1 23 -23 24 25 27 -26 -22 29 -28
right_child=-2 -3 -4 -5 -6 -7 -8 9 -10 11 -12 12 14 16 15 -17 -18 -19 19 -21 21 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=6.5869610302292538e-06 5.1992875093922277e-06 5.3956348256178903e-06 -5.1428610304631583e-06 5.1304033592777134e-06 -7.0411339516669675e-06 -6.5927640025620346e-06 5.3590377269251308e-06 2.0227574164129047e-05 -1.8300115463084102e-05 -1.2273305244775658e-05 -5.2450849540511399e-06 -1.5330297096625148e-05 1.8140971806133167e-05 -6.5937891849898732e-06 -8.0252181578543966e-06 8.9254638602315467e-06 8.1494624031745792e-06 -6.9430286415202623e-06 1.6428156571936544e-05 -7.7949237712691062e-06 -1.6405442545961014e-05 -2.4186116082670527e-06 7.9533424626434772e-06 -6.8504263524495216e-06 -1.5810005152161466e-05 1.9610556612153433e-05 -9.2581942361128455e-06 3.0323028221616935e-06 6.8797220636394833e-06 -1.0413925815590024e-07
leaf_weight=27 22 20 33 29 29 20 27 31 23 25 23 20 20 20 20 21 29 30 33 29 21 22 36 29 25 27 27 63 31 2309
leaf_count=27 22 20 33 29 29 20 27 31 23 25 23 20 20 20 20 21 29 30 33 29 21 22 36 29 25 27 27 63 31 2309
internal_value=0 -3.6918e-08 -7.22058e-08 -1.72709e-08 -6.67514e-08 9.38436e-10 4.53704e-08 -3.412e-09 -1.45396e-07 1.85257e-06 9.37811e-06 -7.69227e-07 1.4431e-06 -2.92967e-06 6.38934e-06 6.56838e-07 2.13181e-06 8.74133e-09 8.65887e-08 5.09801e-06 -3.2138e-08 -1.0114e-07 4.01915e-06 -1.95523e-07 -1.18419e-07 3.38744e-06 -2.81107e-07 -1.82713e-06 -1.17092e-07 -2.09944e-07
internal_weight=0 3099 3079 3046 3017 2988 2968 2941 2732 209 54 155 130 69 61 41 49 2709 2679 62 2617 2590 58 2532 2503 111 2392 84 2367 2336
internal_count=3121 3099 3079 3046 3017 2988 2968 2941 2732 209 54 155 130 69 61 41 49 2709 2679 62 2617 2590 58 2532 2503 111 2392 84 2367 2336
is_linear=0
shrinkage=0.1


Tree=5850
num_leaves=31
num_cat=0
split_feature=1208 1208 16 1209 1209 1209 43 130 13 13 2 40 43 52 4 43 130 0 12 52 43 3 43 12 52 4 43 43 2 1372
split_gain=6.44331e-08 1.18761e-07 2.22664e-07 1.0497e-07 5.79647e-08 7.65098e-08 5.97315e-08 2.34521e-07 1.59609e-07 2.66532e-07 1.35137e-07 9.9038e-08 7.28073e-08 1.46092e-07 1.6713e-07 1.25012e-07 5.50094e-07 2.7425e-07 2.77066e-07 5.64122e-07 2.13466e-07 1.02951e-07 9.48877e-08 4.19444e-07 6.07676e-07 2.70262e-07 1.45979e-07 4.37794e-07 4.08162e-07 3.86042e-07
threshold=0.12461500000000002 0.10233500000000001 -0.078844999999999985 -0.097919999999999993 -0.087199999999999986 -0.074484999999999982 -0.43469499999999994 -0.22699999999999995 0.18141000000000002 0.25761500000000009 0.088555000000000009 -0.23755499999999996 -0.14792499999999997 0.08976000000000002 -0.090289999999999981 -0.095589999999999994 0.085235000000000019 -0.089964999999999976 0.090345000000000023 -0.04127999999999999 -0.093959999999999988 -0.091054999999999983 -0.088704999999999992 0.085055000000000006 -0.023194999999999997 -0.0086549999999999978 -0.085739999999999997 -0.086304999999999979 0.088055000000000008 -0.087494999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 8 -8 -7 -10 -11 -9 13 14 -13 16 17 -14 19 -19 -17 -16 23 25 -25 -22 27 28 -24 -28
right_child=-2 2 -4 4 5 6 7 11 9 10 -12 12 15 -15 21 20 -18 18 -20 -21 22 -23 26 24 -26 -27 29 -29 -30 -31
leaf_value=-7.2560700937174273e-06 -5.65775055292761e-06 1.2574624369812054e-05 -2.1685831234208311e-06 4.3862469829036859e-06 -4.6136508811084952e-06 -4.883086641079306e-06 -1.0850301650862093e-05 6.5517753208278806e-06 1.4217840158553808e-05 7.5980949077347761e-06 -2.6540483519157638e-06 7.1225851363785539e-06 7.4835151523681514e-06 -8.749248432390491e-06 -5.9522192631530661e-06 -1.0379253717189841e-05 1.3455471005456916e-05 2.280660628457554e-06 2.2502382447643099e-06 -2.1470592438674886e-05 2.3583318374397593e-06 1.3150155687721314e-06 7.2102906597137925e-06 -2.2074464790681044e-06 1.796495086168193e-05 -1.2133991278708642e-05 1.3508419626651588e-05 -1.7143468276117347e-05 -8.2914177187979373e-06 -1.1134243466406629e-07
leaf_weight=20 20 21 20 30 36 23 20 23 21 20 36 22 30 28 44 20 37 20 39 20 31 35 35 28 32 22 21 20 33 2314
leaf_count=20 20 21 20 30 36 23 20 23 21 20 36 22 30 28 44 20 37 20 39 20 31 35 35 28 32 22 21 20 33 2314
internal_value=0 3.64878e-08 5.38282e-06 -3.5146e-08 1.23601e-08 -3.12335e-08 2.42363e-08 -5.93602e-08 2.4268e-06 4.61027e-06 1.00743e-06 1.62596e-08 -3.68371e-08 -2.35778e-06 -5.85893e-07 7.39705e-08 2.91999e-06 -6.56274e-07 -3.74733e-06 -9.59497e-06 -8.85956e-08 -2.73256e-06 -7.43894e-09 2.82505e-06 8.55117e-06 -3.65735e-06 -1.39536e-07 -4.1378e-06 -3.12597e-07 1.11479e-08
internal_weight=0 3101 41 3060 3040 3010 2974 2874 100 77 56 2854 2831 129 101 2702 146 109 79 40 2556 79 2536 113 60 53 2423 88 68 2335
internal_count=3121 3101 41 3060 3040 3010 2974 2874 100 77 56 2854 2831 129 101 2702 146 109 79 40 2556 79 2536 113 60 53 2423 88 68 2335
is_linear=0
shrinkage=0.1


Tree=5851
num_leaves=31
num_cat=0
split_feature=130 40 4 147 147 150 49 448 1 9 123 43 4 33 10 10 34 131 1 1 1 4 1 1 3 12 16 473 1 1
split_gain=7.39282e-08 1.11913e-07 6.82213e-08 5.74918e-08 1.30583e-07 1.27619e-07 4.35628e-07 1.78218e-07 9.04322e-08 1.88375e-07 1.60386e-07 3.14981e-07 1.32397e-07 1.24691e-07 1.76841e-07 2.1701e-07 1.50417e-07 1.20296e-07 1.09679e-07 4.80433e-07 4.63217e-07 3.49946e-07 3.57957e-07 2.90238e-07 1.11324e-06 4.33218e-07 4.01827e-07 2.70307e-07 3.08092e-07 5.48378e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 0.11204500000000002 0.099230000000000013 0.12640500000000002 -0.045154999999999994 1.0000000180025095e-35 0.13820500000000002 -0.087824999999999986 0.091810000000000017 -0.050459999999999998 0.27287000000000006 0.085305000000000006 -0.013164999999999998 -0.0082499999999999987 -0.057544999999999992 0.13857500000000003 0.111945 0.10557500000000002 0.107145 0.36766000000000004 0.10797500000000002 0.10205500000000002 -0.012304999999999998 0.095330000000000012 0.6352000000000001 0.084020000000000011 0.096255000000000021 0.096860000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 8 9 -3 11 -10 -13 14 -11 -16 -17 18 19 23 -21 22 -22 26 25 -25 27 28 -18 -30
right_child=1 2 -4 -5 -6 6 -8 -9 10 13 -12 12 -14 -15 15 16 17 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=5.6485232246062805e-06 -7.4981596389989135e-06 8.5304443412216926e-06 4.833825877195241e-06 -5.3833082620258213e-06 6.9192474374749176e-06 3.6367336909799111e-06 -1.452455166145228e-05 8.6031619806211282e-06 -1.5855068732305102e-05 7.2033950546563789e-06 2.9720765127194683e-06 4.7864393655756783e-06 -5.497287935624275e-06 -7.8885471475587122e-06 -9.9450159061895892e-06 7.3184782211553424e-06 -1.0303664167665728e-07 -7.7756262589900865e-06 2.0298433317286078e-06 -1.5280888685363328e-05 1.240734449138039e-05 -1.265241429317267e-05 -3.6476299960779173e-06 -1.1226981156074476e-05 2.2604479376982285e-05 6.5260925777822973e-06 -1.385077534472484e-05 -1.0981042274496841e-05 2.038160615029483e-05 1.8913384770083796e-06
leaf_weight=23 20 26 29 20 27 28 25 24 21 34 32 21 31 20 22 28 2076 20 244 39 21 23 41 27 27 28 21 22 20 81
leaf_count=23 20 26 29 20 27 28 25 24 21 34 32 21 31 20 22 28 2076 20 244 39 21 23 41 27 27 28 21 22 20 81
internal_value=0 -4.19351e-08 6.51341e-09 -3.94007e-08 -4.11572e-09 -6.63845e-08 -4.92991e-06 2.10238e-08 -4.93938e-08 5.78985e-08 -2.93096e-06 -5.51859e-06 -1.34424e-06 -2.09441e-08 3.57798e-08 -5.31614e-08 2.69051e-08 -4.89923e-08 8.88513e-09 -1.94377e-07 -6.25773e-06 -2.1177e-06 1.79035e-06 1.32233e-07 5.97467e-06 -2.18905e-06 -8.35688e-08 4.79052e-08 1.5936e-07 5.55278e-06
internal_weight=0 3098 3078 3049 3029 3002 53 2949 2925 2820 105 73 52 2794 2774 2740 2718 2690 2670 2426 124 85 62 2302 82 55 2220 2199 2177 101
internal_count=3121 3098 3078 3049 3029 3002 53 2949 2925 2820 105 73 52 2794 2774 2740 2718 2690 2670 2426 124 85 62 2302 82 55 2220 2199 2177 101
is_linear=0
shrinkage=0.1


Tree=5852
num_leaves=31
num_cat=0
split_feature=448 0 15 148 148 448 151 151 4 3 2 4 13 151 0 0 0 52 9 481 0 15 402 2 1373 150 0 14 474 52
split_gain=5.99598e-08 1.64769e-07 2.9672e-07 6.35082e-08 1.14195e-07 8.34111e-08 7.76944e-08 3.11213e-07 4.22784e-07 3.2217e-07 6.3325e-07 1.11365e-06 3.10798e-07 1.22666e-07 1.0391e-07 8.94385e-07 6.40703e-07 8.46132e-07 2.87476e-07 2.55574e-07 4.4917e-07 1.27276e-06 6.65943e-07 5.36223e-07 2.77626e-07 4.07214e-07 2.24889e-07 2.23896e-07 2.83702e-07 3.3104e-07
threshold=0.068920000000000023 -0.24955499999999997 -0.10091499999999999 -0.098399999999999974 -0.084924999999999987 -0.087399999999999992 -0.088279999999999983 -0.10142999999999999 -0.0073899999999999999 -0.087429999999999994 0.087545000000000026 -0.0086549999999999978 -0.084319999999999992 -0.086944999999999981 -0.082394999999999982 -0.082619999999999985 -0.082009999999999986 0.084960000000000022 0.088235000000000022 -0.15447499999999997 -0.083804999999999977 0.089295000000000013 0.12389500000000002 0.084055000000000005 1.0000000180025095e-35 0.12706500000000001 -0.081674999999999984 -0.23960999999999996 0.105645 -0.21968999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 7 9 -9 -7 -11 -12 -13 -8 15 18 17 -16 19 -15 22 23 24 -22 25 27 -18 -21 29 -29
right_child=-2 3 -4 4 5 6 13 8 -10 10 11 12 -14 14 16 -17 26 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.2207404724904336e-06 -5.457814168039477e-06 -5.1771080923875473e-06 1.512086195361917e-05 7.1657637198024361e-06 -6.200061265686104e-06 8.1586354923501868e-06 -7.7614025163560047e-06 8.2085334640767008e-07 2.0003626682978394e-05 -1.4649329262173331e-05 2.1945679116015529e-05 -1.5733828076918142e-05 1.3110698674885814e-06 -9.4495620283725725e-06 2.7553743354928883e-05 -1.9842489174000854e-05 -7.8110540549200133e-06 1.1717038381492227e-06 -1.0782000950152557e-05 8.1257006172563706e-06 1.165784610056226e-05 2.4569068292683891e-05 -1.6010078228713679e-05 -7.1118353541047944e-06 9.0608269353253942e-06 -1.3856561765185853e-05 3.0998124452949315e-07 7.8044301521913442e-06 -1.2161167560407194e-05 -5.2887835373973427e-07
leaf_weight=25 20 24 20 22 22 32 21 27 20 33 20 20 23 29 20 24 35 31 26 32 23 28 27 45 32 22 1325 50 20 1023
leaf_count=25 20 24 20 22 22 32 21 27 20 33 20 20 23 29 20 24 35 31 26 32 23 28 27 45 32 22 1325 50 20 1023
internal_value=0 3.52036e-08 6.04219e-06 -5.32501e-08 -1.26918e-08 -6.5159e-08 -1.9989e-08 2.02443e-06 8.98374e-06 -5.30937e-07 -3.42746e-06 2.45066e-06 -6.61679e-06 -1.47175e-07 -8.99045e-08 -7.06553e-07 5.13633e-07 1.15176e-05 -3.68113e-07 -1.64686e-07 4.21197e-08 6.62533e-06 -4.81917e-07 -7.63267e-07 -1.2631e-07 -3.82621e-07 1.00984e-07 -1.19131e-07 -3.60516e-07 -1.4056e-07
internal_weight=0 3101 45 3056 3032 3010 2988 175 47 128 96 63 43 2813 2792 1381 1411 51 1357 1331 1302 96 1206 68 1179 1147 1360 1125 1093 1073
internal_count=3121 3101 45 3056 3032 3010 2988 175 47 128 96 63 43 2813 2792 1381 1411 51 1357 1331 1302 96 1206 68 1179 1147 1360 1125 1093 1073
is_linear=0
shrinkage=0.1


Tree=5853
num_leaves=31
num_cat=0
split_feature=130 2 11 33 34 9 4 15 9 4 15 13 12 13 13 13 160 133 43 3 43 15 43 0 160 3 16 52 13 0
split_gain=6.05727e-08 9.97838e-08 6.95811e-08 1.88913e-07 1.00389e-07 1.20591e-07 1.85153e-07 7.09076e-08 7.15594e-08 9.55033e-07 7.04603e-08 8.91554e-08 4.15293e-07 1.13027e-06 6.17649e-07 3.432e-07 7.59981e-07 3.26148e-07 3.63624e-07 3.18218e-07 3.01782e-07 5.73331e-07 2.71588e-07 2.23332e-07 3.10017e-07 3.04707e-07 4.90242e-07 1.86472e-07 1.29257e-07 4.71012e-07
threshold=-0.23123999999999997 0.31765000000000004 -0.011194999999999998 -0.009184999999999997 -0.112215 0.088235000000000022 0.49041500000000005 -0.56020999999999987 -0.013509999999999999 0.053180000000000012 -0.47006499999999996 -0.089109999999999981 0.088245000000000004 -0.091559999999999989 -0.092879999999999976 -0.088319999999999996 -1.0000000180025095e-35 -0.054584999999999995 -0.080554999999999974 0.10732000000000001 0.060960000000000007 0.082685000000000022 0.16180500000000003 -0.075934999999999989 0.0030550000000000004 -0.080734999999999987 -0.087989999999999985 0.086275000000000004 -0.087404999999999997 -0.089604999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 7 -7 -6 9 -9 -10 12 13 20 17 16 -13 22 -19 -20 23 -22 -14 24 25 27 -27 -12 29 -17
right_child=1 -3 3 4 5 6 -8 8 10 -11 11 15 14 -15 -16 28 -18 18 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=5.1129021259206958e-06 5.1613143936125336e-06 -6.7487205052946764e-06 -8.3614527957925699e-06 -6.84951213597309e-06 -5.5237088408039597e-06 1.2410960889610579e-05 -9.5932304099011977e-08 1.526778063028663e-05 4.8801793637125987e-06 -8.9778774754023523e-06 9.8681577869034036e-06 -6.1443929826054957e-06 -1.299356512650515e-05 -1.9408712143605304e-05 1.6009718671018067e-05 6.1834946874031717e-06 1.9574567650798365e-05 -5.3397697170675401e-06 1.6976174694718792e-05 6.7762601484782472e-07 4.209050235782673e-07 -2.0715588538050293e-05 2.050470152967353e-06 -6.9314548757877978e-06 1.1286268054391258e-05 -1.3218548000997331e-05 3.6413958553944377e-06 -2.4862945697111026e-07 1.1175652361781969e-07 -1.3080464374676621e-05
leaf_weight=23 26 22 27 21 23 20 29 33 29 32 35 20 28 39 29 22 27 27 25 23 33 21 21 33 30 34 35 38 2286 30
leaf_count=23 26 22 27 21 23 20 29 33 29 32 35 20 28 39 29 22 27 27 25 23 33 21 21 33 30 34 35 38 2286 30
internal_value=0 -3.79679e-08 1.00284e-08 -3.38842e-08 4.04936e-08 8.86916e-08 5.00892e-06 7.04872e-09 5.04642e-08 3.33146e-06 -2.39736e-08 -7.41219e-08 -1.36349e-06 -3.53782e-06 2.87149e-06 1.69696e-07 8.63033e-06 -2.01161e-07 3.94421e-06 9.16645e-06 -1.148e-06 -7.79884e-06 -6.54612e-06 6.03931e-07 2.04967e-06 9.82805e-08 -4.6664e-06 4.60188e-06 -3.85644e-10 -4.93033e-06
internal_weight=0 3098 3076 3050 3023 3002 49 2953 2930 65 2865 2836 451 298 153 2385 47 124 75 48 259 54 49 205 172 142 69 73 2338 52
internal_count=3121 3098 3076 3050 3023 3002 49 2953 2930 65 2865 2836 451 298 153 2385 47 124 75 48 259 54 49 205 172 142 69 73 2338 52
is_linear=0
shrinkage=0.1


Tree=5854
num_leaves=31
num_cat=0
split_feature=483 12 482 482 1371 160 159 479 0 481 483 1447 1446 43 1447 133 160 481 133 1374 133 1375 1447 39 0 0 51 4 401 0
split_gain=5.92649e-08 1.5426e-07 1.09253e-07 1.13066e-07 9.66206e-08 9.86407e-08 5.53693e-07 1.6158e-07 4.71054e-07 1.24767e-07 1.3719e-07 1.19671e-07 4.52147e-07 4.32623e-07 2.48262e-07 1.34034e-07 8.51592e-07 8.45285e-07 6.37148e-07 6.91426e-07 3.49827e-07 3.16479e-07 2.67111e-07 2.10272e-07 2.9e-07 1.04285e-06 4.20369e-07 4.54578e-07 2.94036e-07 2.84714e-07
threshold=0.12325000000000001 0.094435000000000005 0.11524000000000002 0.10932500000000002 0.08976000000000002 -0.54913999999999985 -0.025879999999999997 0.10061500000000002 -0.079829999999999998 -0.16595999999999997 -0.47356499999999996 -0.086359999999999978 0.085345000000000018 -0.081374999999999989 -0.084894999999999984 0.085355000000000014 -0.51745999999999992 -0.065834999999999991 0.085895000000000013 0.087110000000000007 0.084990000000000024 -0.092319999999999985 0.0030850000000000005 0.10031500000000002 -0.067094999999999988 -0.068944999999999992 0.088210000000000011 0.056795000000000005 1.0000000180025095e-35 -0.070499999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 9 -9 -7 -11 12 13 -12 -13 16 -16 -17 -19 21 22 -20 -18 24 25 28 27 -26 29 -23
right_child=1 -3 -4 -5 -6 7 -8 8 -10 10 11 14 -14 -15 15 17 20 18 19 -21 -22 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-4.5731324062768243e-06 -9.4769264646659052e-06 1.4083527594266344e-06 6.2752232825654835e-06 -7.4940732224604289e-06 -6.020119523187672e-06 7.9817145638116928e-06 1.4736375632546024e-05 -1.5824690152167813e-05 5.1594156343526273e-06 -7.8105206636213225e-06 9.2141253844602038e-07 -8.2401437086648216e-06 -4.2422496085643096e-06 2.172101546875638e-05 -2.0363496796129592e-05 2.0997213362404312e-05 -9.5478464852569213e-08 1.4492732464077563e-05 1.2398300242983333e-05 -1.8258937111568232e-05 -1.2950597158037237e-05 5.0790884859046958e-07 1.1523019109063171e-05 -8.4353497220069619e-06 -1.6550394138903358e-06 -2.1835712848108169e-05 1.5280194075189526e-05 1.274148531153734e-05 1.097292866325006e-05 -8.9737527238920689e-06
leaf_weight=33 23 30 28 20 26 20 27 23 20 22 20 36 35 20 21 21 1863 32 22 20 21 462 20 27 90 22 29 29 25 34
leaf_count=33 23 30 28 20 26 20 27 23 20 22 20 36 35 20 21 21 1863 32 22 20 21 462 20 27 90 22 29 29 25 34
internal_value=0 -3.31545e-06 5.72698e-08 -8.28834e-13 4.96288e-08 1.02339e-07 4.11615e-06 2.02567e-08 -6.06464e-06 1.10762e-07 5.59312e-08 1.16676e-07 4.05826e-06 1.13212e-05 1.01082e-08 1.18585e-07 -3.3611e-07 1.1952e-06 6.70146e-07 8.81426e-08 -1.1522e-07 5.8401e-07 2.79257e-08 2.22012e-07 5.60288e-07 -5.09238e-07 4.48429e-06 1.85336e-06 3.91304e-07 -1.42044e-07
internal_weight=0 53 3068 3040 3020 2994 60 2934 43 2891 2871 2849 75 40 2774 2738 1925 813 792 760 1904 740 1883 718 691 543 148 119 521 496
internal_count=3121 53 3068 3040 3020 2994 60 2934 43 2891 2871 2849 75 40 2774 2738 1925 813 792 760 1904 740 1883 718 691 543 148 119 521 496
is_linear=0
shrinkage=0.1


Tree=5855
num_leaves=31
num_cat=0
split_feature=40 130 42 41 33 0 12 16 1456 1456 3 147 1348 52 11 16 0 13 15 52 151 3 42 49 457 1456 16 16 49 0
split_gain=5.58444e-08 1.73168e-07 1.30148e-07 7.82847e-08 2.08279e-07 1.85545e-07 1.08461e-07 8.35141e-08 1.45118e-07 3.32076e-07 1.30886e-07 2.41548e-07 2.20807e-07 1.94324e-07 2.93116e-07 4.14907e-07 1.81978e-07 1.51083e-07 6.61828e-07 2.59339e-07 1.53777e-07 5.83753e-07 1.11948e-06 1.84027e-07 1.76339e-07 2.00284e-07 4.71508e-07 4.83323e-07 2.45804e-07 3.03862e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 0.088520000000000015 -0.0066799999999999993 -0.091354999999999978 0.087075000000000014 -0.008069999999999999 0.11510000000000002 0.094080000000000011 -0.13309499999999996 0.097985000000000017 1.0000000180025095e-35 -0.010034999999999999 0.081365000000000007 -0.42170999999999997 -0.26343999999999995 -0.13710499999999998 -0.037864999999999989 -0.14765999999999999 -0.088279999999999983 -0.086424999999999988 0.083715000000000026 -0.13330999999999996 -0.087404999999999997 0.085755000000000012 -0.013024999999999998 -0.010264999999999998 -0.08130999999999998 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 8 9 10 13 12 16 -6 15 -15 -12 18 -18 -19 21 -21 -23 -22 -25 26 28 -28 -26 -30
right_child=1 2 -4 5 7 -7 -8 -9 -10 -11 11 -13 -14 14 -16 -17 17 19 -20 20 23 22 -24 24 25 -27 27 -29 29 -31
leaf_value=5.267184460535646e-06 -8.8744558990004986e-06 8.2001353811458633e-06 6.4759309797438855e-06 4.9436475390191643e-06 -5.3863984157942472e-06 -9.1737090221774837e-06 -4.6385489397272027e-06 -7.9162403045570055e-07 7.6187840292092284e-06 -1.2582201763962077e-05 -8.668201695874577e-06 -1.0023843115840979e-05 1.0483561908629436e-05 2.9165238304683175e-06 -2.803976858558599e-06 1.8990325355179477e-05 3.0037748714253165e-07 1.1076584087277297e-05 -1.9751517677377708e-05 -5.6395169972470411e-06 7.1929115329617671e-06 -4.383188838432575e-07 2.7656035652635975e-05 -6.5924458954214064e-06 -1.002939665492401e-05 -7.8088539383668011e-06 2.2009886880596241e-05 2.5287190510425715e-08 4.5350909752150794e-06 -3.4681192747201543e-07
leaf_weight=20 22 31 31 27 20 31 21 983 27 20 23 23 21 42 30 26 93 23 20 37 36 37 23 40 24 31 20 20 143 1176
leaf_count=20 22 31 31 27 20 31 21 983 27 20 23 23 21 42 30 26 93 23 20 37 36 37 23 40 24 31 20 20 143 1176
internal_value=0 -3.39741e-08 2.91927e-08 -3.63745e-08 4.62939e-08 -3.14324e-06 7.51437e-07 -3.97405e-08 3.38317e-07 2.3636e-07 3.70726e-07 1.58073e-07 2.90605e-07 3.59657e-06 5.42983e-06 9.06239e-06 1.68009e-07 2.85962e-07 -3.24863e-06 5.34042e-07 3.81252e-07 4.23927e-06 1.03312e-05 1.30092e-07 -4.4778e-08 1.40446e-07 3.1863e-07 1.10176e-05 -2.85458e-11 1.82462e-07
internal_weight=0 3101 3079 3048 2969 79 48 2938 1955 1928 1908 1790 1767 118 98 68 1746 1723 113 1610 1587 97 60 1490 1454 1414 1383 40 1343 1319
internal_count=3121 3101 3079 3048 2969 79 48 2938 1955 1928 1908 1790 1767 118 98 68 1746 1723 113 1610 1587 97 60 1490 1454 1414 1383 40 1343 1319
is_linear=0
shrinkage=0.1


Tree=5856
num_leaves=31
num_cat=0
split_feature=130 40 120 39 39 39 39 3 39 34 34 16 34 9 9 376 376 12 12 45 0 4 1456 1456 1447 0 4 4 4 4
split_gain=6.35203e-08 1.01743e-07 6.93306e-08 7.07214e-08 1.57295e-07 1.41058e-07 1.29486e-07 1.11387e-07 9.34266e-08 2.39519e-07 2.04975e-07 1.55284e-07 1.50735e-07 1.07121e-07 1.73003e-07 9.67553e-08 1.41547e-07 9.60882e-08 5.58211e-07 2.6821e-07 2.08741e-07 2.23179e-07 8.92893e-08 8.50468e-08 4.53708e-07 3.36882e-07 2.66104e-07 9.76756e-08 4.09729e-07 3.6955e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.091385000000000008 0.11402500000000002 0.10940500000000002 0.10166000000000001 0.095830000000000012 0.0068900000000000012 0.089790000000000023 -0.08786999999999999 -0.082914999999999989 -0.007794999999999999 -0.028109999999999996 0.091600000000000015 0.081890000000000004 0.085245000000000015 0.083890000000000006 -0.010834999999999999 -0.040564999999999997 0.084355000000000013 -0.14723999999999998 0.033845000000000007 0.11772000000000001 0.086355000000000015 -0.085684999999999997 -0.084674999999999986 -0.023539999999999995 0.0049200000000000008 0.0061450000000000003 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 8 -5 9 -3 -11 -10 -12 14 15 16 17 18 20 22 -14 -22 23 27 -25 -26 -27 29 -29 -19
right_child=1 2 -4 7 -6 -7 -8 -9 11 10 12 -13 13 -15 -16 -17 -18 19 -20 -21 21 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=5.2358342382712697e-06 -7.1482320345239724e-06 8.7939532257282298e-06 5.2520322551572471e-06 -9.3152351317777582e-06 8.0927488757727896e-06 -6.0891149126674515e-06 6.1782377974181795e-06 -5.2283439799793996e-08 -8.0471234418332147e-06 -9.659013072781488e-06 8.6817230135238803e-06 2.6167364984013893e-06 -7.7042446329349854e-06 -5.4503282336150327e-06 9.0819030360546013e-06 -5.5843393430486986e-06 8.415855043040211e-06 -2.2274482328626627e-07 -1.7999237261392409e-05 9.0449483926049922e-06 1.1529292228458318e-05 -1.3849568272661374e-06 -4.7767494204610837e-06 1.4034692200463419e-05 -8.5647246284198085e-06 1.2589959566288269e-05 -1.8896143114943697e-06 1.517271997727221e-05 5.7161615096563809e-07 -1.05957671446179e-05
leaf_weight=23 20 31 25 21 24 38 34 34 36 22 20 22 21 36 21 31 20 1835 20 33 23 32 39 27 34 22 30 20 492 35
leaf_count=23 20 31 25 21 24 38 34 34 36 22 20 22 21 36 21 31 20 1835 20 33 23 32 39 27 34 22 30 20 492 35
internal_value=0 -3.8874e-08 7.3207e-09 -3.56265e-08 2.9563e-08 -3.55064e-08 4.28441e-08 -3.58905e-06 -2.90385e-08 5.19896e-08 -4.43491e-08 -4.00221e-06 3.14383e-08 -3.09961e-08 4.03369e-08 -2.96236e-08 3.45569e-08 -2.83894e-08 -3.13457e-06 8.77747e-08 7.77184e-07 4.01555e-06 -2.88735e-08 4.53418e-08 2.7259e-06 -8.24534e-07 4.23636e-06 -8.18216e-08 1.14197e-06 -4.16892e-07
internal_weight=0 3098 3078 3053 2998 2974 2936 55 2902 2844 2813 58 2791 2771 2735 2714 2683 2663 96 2567 76 55 2534 2495 113 86 52 2382 512 1870
internal_count=3121 3098 3078 3053 2998 2974 2936 55 2902 2844 2813 58 2791 2771 2735 2714 2683 2663 96 2567 76 55 2534 2495 113 86 52 2382 512 1870
is_linear=0
shrinkage=0.1


Tree=5857
num_leaves=31
num_cat=0
split_feature=129 0 4 0 52 133 1213 43 1204 2 132 50 394 394 391 43 129 131 14 157 158 14 1456 158 158 16 50 50 50 133
split_gain=6.27881e-08 3.73004e-07 1.6247e-07 1.48552e-07 3.40927e-07 1.51703e-07 3.01812e-07 1.58526e-07 1.38284e-07 1.15184e-07 1.03325e-07 1.87759e-06 1.06475e-06 1.5332e-07 1.54463e-07 1.26283e-07 1.17281e-07 9.52483e-08 9.78348e-08 3.15915e-07 2.27951e-07 1.63304e-07 1.8584e-07 1.51986e-07 1.71769e-07 1.64368e-07 1.06157e-07 2.81431e-07 2.21206e-07 2.58252e-07
threshold=0.084115000000000009 -0.14454499999999995 0.25615500000000008 -0.067094999999999988 -0.14488499999999996 -0.0023199999999999996 -1.0000000180025095e-35 -0.097804999999999989 -0.098194999999999991 0.087545000000000026 -0.083284999999999984 0.09227500000000001 0.09759000000000001 -0.11103499999999998 -0.085594999999999991 -0.013024999999999998 -0.077709999999999987 0.13707500000000003 -0.31455999999999995 -0.074759999999999979 -0.47382999999999992 -0.23960999999999996 0.12676500000000004 -0.4686749999999999 -0.14117999999999997 -0.054549999999999994 0.11657000000000002 0.11318500000000002 0.11941000000000002 0.12599500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 -3 6 -6 -7 -1 -8 11 15 13 -12 -15 -10 -16 18 19 -18 -20 -22 23 -23 25 -25 27 -26 -28 -30
right_child=1 2 -4 -5 5 7 9 -9 10 -11 12 -13 -14 14 16 -17 17 -19 20 -21 21 22 -24 24 26 -27 28 -29 29 -31
leaf_value=-7.1294322075183515e-06 1.4261917979075363e-05 -1.180134325598677e-05 -6.9430408917401955e-06 7.5732022207120055e-06 -8.1375153877161219e-06 -1.4477503170313029e-07 7.9232841956885145e-06 1.0228123676704534e-05 -7.0921243036536909e-06 -3.6564600804922523e-07 8.674540756032912e-06 2.8990931840504029e-05 -2.2139433150931094e-05 -8.8689345102466187e-06 7.5812001210806564e-06 -1.3370558998442432e-07 1.2879607841872108e-05 6.7674570436793146e-06 -1.0647017950846238e-05 -8.3332443523431721e-07 8.3930846234249081e-06 7.7458515410929366e-06 -8.8387663054163565e-06 -2.9151580918096441e-08 -1.9166877887843636e-07 -1.2554993558792789e-05 1.131920206110711e-05 -1.2108564678783296e-05 3.2683178487871003e-06 -8.949298646918827e-06
leaf_weight=28 21 21 27 32 35 26 30 34 32 38 20 23 22 20 20 141 24 20 21 56 22 24 25 20 2170 22 24 20 81 22
leaf_count=28 21 21 27 32 35 26 30 34 32 38 20 23 22 20 20 141 24 20 21 56 22 24 25 20 2170 22 24 20 81 22
internal_value=0 1.47551e-06 3.70515e-07 1.28471e-06 1.91059e-07 1.73609e-06 -5.92321e-07 5.7332e-06 -1.36351e-07 3.29123e-06 -6.7137e-08 2.14791e-06 -2.32025e-07 -4.74354e-08 -1.14761e-07 -1.42081e-06 -4.66613e-08 -1.06464e-07 -1.60782e-07 3.28056e-06 -2.73106e-07 -1.83455e-07 -2.61812e-07 -1.71832e-07 -2.52385e-07 -6.59031e-06 -1.37498e-07 -3.00499e-07 2.67331e-06 6.5873e-07
internal_weight=0 264 243 216 184 163 103 60 2857 68 2829 196 2633 2611 2591 173 2571 2551 2531 80 2451 2430 2408 2383 2359 42 2317 2190 127 103
internal_count=3121 264 243 216 184 163 103 60 2857 68 2829 196 2633 2611 2591 173 2571 2551 2531 80 2451 2430 2408 2383 2359 42 2317 2190 127 103
is_linear=0
shrinkage=0.1


Tree=5858
num_leaves=31
num_cat=0
split_feature=1213 1200 128 128 133 128 128 13 128 12 14 142 12 11 12 130 45 3 43 43 1 15 1210 1211 1203 41 41 42 49 12
split_gain=5.86996e-08 6.57767e-08 1.15909e-07 2.33997e-07 8.49903e-08 8.49658e-08 7.89063e-08 3.29202e-07 1.24311e-07 8.6191e-07 1.46048e-07 3.77486e-07 3.7055e-07 1.61133e-07 1.01333e-07 1.43865e-07 1.0943e-07 8.39167e-07 1.19248e-07 3.65102e-07 2.80353e-07 8.31141e-07 2.34196e-07 2.03061e-07 1.76935e-07 1.65767e-07 2.2582e-07 1.40483e-07 1.64837e-07 1.30335e-07
threshold=0.51370000000000016 0.090100000000000013 0.11170500000000001 0.11876500000000001 -0.37971999999999995 0.104145 0.090375000000000025 0.0015850000000000003 0.079650000000000012 0.089300000000000004 0.078235000000000013 -0.057499999999999989 0.087075000000000014 0.076160000000000019 0.23631000000000002 -0.22461999999999996 0.083445000000000005 0.10299500000000002 0.060960000000000007 0.055925000000000009 0.090275000000000008 0.040760000000000005 0.13089000000000003 0.11048500000000001 0.088820000000000024 0.088520000000000015 0.081235000000000016 -0.074124999999999983 0.09567500000000001 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 8 -8 10 -10 11 -1 13 -12 15 -13 18 -18 19 22 27 -22 23 24 25 26 -17 -20 29 -29
right_child=-2 -3 3 4 -6 -7 7 -9 9 -11 12 14 -14 -15 -16 16 17 -19 20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=1.3111374478698551e-05 5.4001632702238576e-06 4.7053780031876227e-06 -1.2943056372889607e-05 -4.5169858367444251e-06 4.7020306647027615e-06 4.5859877553766641e-06 2.2279124810406107e-06 -1.1770419311168163e-05 -6.7448312839351958e-06 2.0267375553625505e-05 -3.8266913122697588e-06 7.4150777366482479e-06 -1.4368234358244081e-05 7.1955211545909633e-06 -7.1320761344395583e-06 2.2430421680917559e-07 -2.0436044769667207e-05 6.3834565326357874e-06 8.0180430904874806e-06 1.1222646238214414e-05 -1.0816921260692519e-06 -2.4572608559196852e-05 -8.8103371910682633e-06 8.0205142391302324e-06 -7.040256573150949e-06 -7.5599679946578729e-06 1.0643703760814832e-05 -2.1185171534208293e-06 -6.6822477875623587e-06 3.7636798083440229e-06
leaf_weight=22 20 29 21 20 20 40 42 28 27 21 36 26 25 21 20 2191 20 28 20 30 61 20 29 33 34 27 21 79 38 72
leaf_count=22 20 29 21 20 20 40 42 28 27 21 36 26 25 21 20 2191 20 28 20 30 61 20 29 33 34 27 21 79 38 72
internal_value=0 -3.48235e-08 -7.95715e-08 -4.39514e-06 9.25224e-08 7.8577e-09 -5.37799e-08 -3.37142e-06 2.62735e-08 5.07301e-06 -5.86348e-08 6.44445e-08 -4.21781e-06 2.34124e-07 -3.99689e-08 1.2007e-08 -5.92027e-08 -4.79134e-06 2.635e-08 2.6103e-07 -1.88751e-06 -6.88192e-06 1.20196e-07 2.32505e-07 1.19437e-07 2.2816e-07 3.23223e-07 4.81222e-08 -7.95256e-07 6.86239e-07
internal_weight=0 3101 3072 61 40 3011 2971 70 2901 48 2853 2771 82 57 2749 2729 2703 48 2655 2365 290 81 2335 2306 2273 2239 2212 209 189 151
internal_count=3121 3101 3072 61 40 3011 2971 70 2901 48 2853 2771 82 57 2749 2729 2703 48 2655 2365 290 81 2335 2306 2273 2239 2212 209 189 151
is_linear=0
shrinkage=0.1


Tree=5859
num_leaves=31
num_cat=0
split_feature=130 12 132 1203 1185 50 393 130 394 390 129 2 43 133 1213 13 13 129 41 41 33 130 402 484 133 3 3 15 13 0
split_gain=6.8845e-08 2.20473e-07 5.67084e-08 1.84819e-06 8.72839e-07 3.56504e-07 5.74363e-08 6.81839e-08 6.97078e-08 1.1934e-07 7.30662e-08 1.82832e-07 1.8048e-07 7.67084e-07 3.67745e-07 2.5787e-07 2.90058e-07 2.14708e-07 1.26315e-07 2.63097e-07 1.57676e-07 9.15006e-08 8.5429e-08 3.88693e-07 6.05409e-07 2.54032e-07 7.76624e-07 7.26763e-07 2.46609e-07 1.98258e-07
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.097165000000000015 -0.089704999999999993 -0.12099999999999998 0.089065000000000019 0.084115000000000009 0.083385000000000015 -0.095049999999999982 0.089595000000000022 -1.0000000180025095e-35 0.0061450000000000003 -0.00051499999999999994 0.10061000000000002 0.088520000000000015 0.095655000000000018 -0.0066799999999999993 -0.0045849999999999997 0.088375000000000023 -0.081614999999999979 0.111585 -0.078724999999999976 -0.075634999999999994 0.089485000000000023 -0.082014999999999991 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 7 -6 -9 10 18 -12 13 17 -14 16 21 -13 20 -20 -10 -16 -22 -24 25 27 -27 29 -28 -25
right_child=1 -3 4 -5 6 -7 -8 8 9 -11 11 12 14 -15 15 -17 -18 -19 19 -21 22 -23 23 24 -26 26 28 -29 -30 -31
leaf_value=-5.8482339454712933e-06 -5.2086283894210143e-08 1.0012887551883151e-05 -1.9994004891156113e-05 2.9725421990449485e-05 -5.049767859990998e-06 -1.4133297145235702e-05 4.0274201039989885e-06 4.8769718714852239e-06 7.4220078788909773e-06 -7.3872248363345129e-06 9.4794305606750718e-06 1.1467506365079318e-05 -6.971390742145214e-06 -1.9835734765365487e-05 8.7872000419694182e-06 -3.0349717661692923e-06 1.7888695219880903e-05 -3.009913832231957e-06 -1.2411885873007124e-05 1.8247504983635197e-06 -3.1797781035765044e-07 -1.3276529226340759e-07 -8.7304264290592503e-06 -5.4683077451045394e-06 1.9810315461654684e-05 2.2703974273099448e-05 -4.8595161925318165e-06 -1.8483166648019551e-05 7.7135821767954502e-06 5.7936385103487371e-06
leaf_weight=20 178 22 22 21 27 20 35 29 28 22 27 20 29 20 23 24 24 21 25 27 2201 23 31 22 20 20 39 21 26 54
leaf_count=20 178 22 22 21 27 20 35 29 28 22 27 20 29 20 23 24 24 21 25 27 2201 23 31 22 20 20 39 21 26 54
internal_value=0 3.77246e-08 -3.35497e-08 1.51734e-06 -1.52306e-07 -1.47443e-06 1.50531e-09 -4.87648e-08 -1.23883e-10 -5.16112e-08 7.61206e-09 1.79499e-06 6.67382e-07 -3.77988e-06 2.87294e-06 5.91001e-06 8.97687e-06 4.05224e-06 -1.42403e-07 -5.01979e-06 -3.93871e-08 4.32722e-06 -1.25221e-07 1.69563e-06 3.29567e-06 1.48087e-06 5.4719e-06 -2.01642e-06 1.69723e-07 2.5336e-06
internal_weight=0 3101 3079 219 2860 198 2838 2803 2776 2747 2725 211 184 61 123 94 70 41 2514 52 2462 46 2434 233 202 182 85 97 65 76
internal_count=3121 3101 3079 219 2860 198 2838 2803 2776 2747 2725 211 184 61 123 94 70 41 2514 52 2462 46 2434 233 202 182 85 97 65 76
is_linear=0
shrinkage=0.1


Tree=5860
num_leaves=31
num_cat=0
split_feature=33 34 9 4 2 132 1185 1203 131 131 0 1447 16 13 15 481 13 403 43 13 42 128 16 0 2 132 4 403 1210 403
split_gain=6.53535e-08 9.89113e-08 9.759e-08 1.35156e-07 7.42849e-08 6.94914e-08 4.61345e-07 2.0872e-07 6.02445e-08 5.74689e-07 9.893e-07 3.52682e-07 1.40178e-06 2.26644e-07 4.75413e-07 1.63677e-07 8.4046e-07 4.22586e-07 1.60019e-07 1.43241e-07 1.55073e-07 1.55566e-07 2.48673e-07 2.19654e-07 3.42978e-07 2.03407e-07 1.97479e-07 1.12277e-07 2.23844e-07 1.6015e-07
threshold=-0.009184999999999997 -0.112215 0.088235000000000022 0.42642000000000008 -0.055814999999999997 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.090690000000000007 0.089415000000000008 -0.081674999999999984 0.0071200000000000005 -0.032969999999999992 -0.077944999999999987 -0.0072999999999999992 -0.087424999999999989 -0.08645499999999999 -0.55327499999999985 -0.074974999999999986 -0.074044999999999986 0.094365000000000018 0.088865000000000013 -0.082779999999999979 -0.080434999999999993 0.094565000000000024 0.10434000000000002 -0.080584999999999976 -0.54856499999999986 -0.13847499999999999 -0.53255499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 7 -7 -6 9 11 -11 15 -13 14 18 16 -8 -17 -10 -15 21 22 25 -24 26 -21 -25 -19 -29 -30
right_child=1 2 3 -5 5 6 8 -9 13 10 -12 12 -14 19 -16 17 -18 27 -20 20 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-4.5686301716834294e-06 -6.6354530562503815e-06 -5.3024199692467502e-06 1.0583218616894946e-05 1.9291258086600615e-07 -4.6528870783683824e-07 1.4966782483887593e-05 9.7942253096730197e-06 -9.7134258778299091e-06 5.6676635104406909e-06 -2.7778568201028973e-05 2.951411180550746e-06 2.2784614529020225e-05 -1.0689894882241128e-05 -6.5147182922942198e-06 1.7647661525188597e-05 1.3003940774069633e-05 -1.4548509507467562e-05 -6.8728240074496703e-06 -3.8736281553042316e-06 -9.4035694346638641e-07 7.3241464080808795e-06 6.2733555876485332e-06 8.1345122362108677e-06 -7.5763206745426538e-07 8.6453926188183189e-06 -1.4552783281744823e-05 -1.2703127576969566e-05 7.8248526329439813e-06 -8.0831129598664112e-06 -3.296543938901333e-08
leaf_weight=31 22 26 21 31 190 21 23 28 39 20 22 29 22 32 24 25 37 24 32 21 30 29 30 31 22 23 25 36 25 2150
leaf_count=31 22 26 21 31 190 21 23 28 39 20 22 29 22 32 24 25 37 24 32 21 30 29 30 31 22 23 25 36 25 2150
internal_value=0 4.58323e-08 9.37424e-08 4.389e-06 1.96863e-08 6.59655e-08 2.01161e-07 -1.65312e-06 8.84461e-08 -8.6697e-08 -1.16819e-05 1.18701e-07 8.34463e-06 1.3388e-06 5.48028e-06 -6.21275e-08 -5.21713e-06 7.47309e-08 1.36736e-06 -2.80295e-07 6.6521e-07 -4.38481e-07 -1.71903e-06 8.62678e-07 -1.93418e-06 -8.05594e-06 -6.09044e-06 -6.98911e-08 3.95349e-09 -1.25496e-07
internal_weight=0 3090 3068 52 3016 2990 2772 218 2751 2413 42 2371 51 338 95 2320 60 2260 71 243 211 181 152 108 78 44 56 2235 2211 2175
internal_count=3121 3090 3068 52 3016 2990 2772 218 2751 2413 42 2371 51 338 95 2320 60 2260 71 243 211 181 152 108 78 44 56 2235 2211 2175
is_linear=0
shrinkage=0.1


Tree=5861
num_leaves=31
num_cat=0
split_feature=1447 421 9 9 12 149 34 11 1366 44 159 3 482 158 1455 50 159 1446 480 480 483 482 1456 483 13 483 1456 12 1455 2
split_gain=6.39562e-08 5.84937e-08 1.34076e-07 2.26307e-07 1.90191e-07 1.3653e-07 1.09776e-07 2.21018e-07 5.94603e-08 7.82876e-08 2.67724e-07 4.28368e-07 1.46331e-07 1.47822e-07 1.26116e-07 9.7459e-08 9.75503e-08 1.02362e-07 5.10676e-07 1.10575e-07 1.03437e-07 1.58247e-07 9.69459e-08 1.80807e-07 4.59338e-07 3.89113e-07 1.0627e-07 2.67923e-07 1.47723e-07 1.0167e-07
threshold=0.090670000000000014 -1.0000000180025095e-35 0.092890000000000014 0.088235000000000022 -0.015429999999999998 0.10096000000000001 -0.08786999999999999 -1.0000000180025095e-35 -0.087024999999999977 0.099360000000000018 -0.47354999999999997 -0.078934999999999991 0.11839000000000001 -0.4686749999999999 0.10994000000000001 0.13767000000000004 -0.39962499999999995 -0.088809999999999986 0.11471500000000003 0.10982000000000001 -0.47356499999999996 -0.29722999999999994 0.11510000000000002 0.10143000000000001 -0.078944999999999987 0.097985000000000017 -0.090954999999999994 0.083935000000000023 -0.088559999999999986 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 -3 -8 -9 10 11 -10 13 -12 15 16 -15 -18 19 20 -19 -22 23 25 -25 26 27 -23 -28 -30
right_child=-2 2 4 -5 -6 -7 7 8 9 -11 12 -13 -14 14 -16 -17 17 18 -20 -21 21 22 -24 24 -26 -27 28 -29 29 -31
leaf_value=-5.3466638746613176e-06 -4.6742723803806164e-06 6.370356420250443e-06 -1.4527375594211446e-06 -9.1158735072154004e-06 1.1578519028413818e-05 -7.7684076328213532e-06 -9.906398244393959e-06 5.3335078767056327e-06 -1.5347281727816734e-06 -4.8833883300308264e-06 7.3578001255165364e-06 1.8686459302443836e-05 -6.6724930704253898e-06 5.6657652967473384e-06 -7.485973500561986e-06 -5.6508757920867013e-06 -6.6814686130617875e-06 -6.7242066754922478e-06 1.6087050762507716e-05 -7.3598853305156808e-06 8.8072643198496996e-06 3.3763410013679364e-06 6.1668198353660191e-06 2.0752000743110937e-06 -1.7208083171941067e-05 1.4042074536746442e-05 8.6874589055696573e-06 -1.1754844927054364e-05 1.0411528666682584e-06 -3.6928859082260358e-07
leaf_weight=20 29 28 21 27 24 22 22 22 22 31 28 20 32 32 22 29 22 22 20 20 21 22 26 30 21 20 20 25 733 1688
leaf_count=20 29 28 21 27 24 22 22 22 22 31 28 20 32 32 22 29 22 22 20 20 21 22 26 30 21 20 20 25 733 1688
internal_value=0 4.38527e-08 7.89472e-08 -1.60264e-09 5.49727e-06 8.04258e-08 1.38409e-07 7.92584e-08 1.54287e-07 1.15078e-07 1.68974e-07 8.09441e-06 5.14775e-08 1.28295e-07 5.52965e-08 1.15605e-07 1.7704e-07 1.11747e-07 1.67763e-07 4.75267e-08 1.039e-07 1.61543e-07 9.1307e-08 2.95784e-08 -5.86498e-06 1.49444e-07 3.77667e-08 -4.67216e-06 1.28454e-07 5.77472e-08
internal_weight=0 3092 3072 3027 45 3000 2978 2950 2928 2906 2875 42 2833 2801 2773 2751 2722 2690 2668 2648 2628 2606 2585 2559 51 2508 2488 47 2441 2421
internal_count=3121 3092 3072 3027 45 3000 2978 2950 2928 2906 2875 42 2833 2801 2773 2751 2722 2690 2668 2648 2628 2606 2585 2559 51 2508 2488 47 2441 2421
is_linear=0
shrinkage=0.1


Tree=5862
num_leaves=31
num_cat=0
split_feature=130 12 1455 43 16 1455 1455 1455 484 482 482 484 50 1 50 42 159 481 1429 1456 159 1453 483 483 154 474 156 12 9 9
split_gain=5.88963e-08 1.70237e-07 5.80882e-08 2.35019e-07 3.6893e-07 1.81822e-07 7.89091e-08 7.22613e-08 9.14869e-08 1.36939e-07 8.7669e-08 7.82238e-08 6.61091e-08 3.11925e-07 6.89549e-08 9.53801e-08 9.39557e-08 1.05287e-07 8.18557e-08 1.25197e-07 1.31903e-07 1.19418e-07 1.54897e-07 1.10075e-07 1.07058e-07 3.23424e-07 1.31769e-07 1.01159e-07 1.28111e-07 2.26803e-07
threshold=-0.23647499999999996 0.23631000000000002 -0.092919999999999989 -0.013024999999999998 0.052820000000000013 -0.088559999999999986 -0.069819999999999979 -0.018454999999999996 0.12955000000000003 0.11191500000000001 0.10201500000000001 0.11803500000000001 0.13767000000000004 0.10205500000000002 0.13159000000000001 0.088060000000000013 -0.45371999999999996 0.11794 0.11475 0.11027500000000001 0.14765500000000001 1.0000000180025095e-35 -0.095689999999999983 -0.088009999999999991 0.084190000000000001 -0.25711499999999993 0.14949500000000002 0.12757000000000002 0.092890000000000014 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -7 -8 9 10 11 12 14 -14 16 -16 -9 18 19 20 21 22 -18 -24 25 -25 27 28 29 -27
right_child=1 -3 5 -5 -6 6 7 8 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-5.4091922856969181e-06 1.6251175506195894e-05 8.8002469655376356e-06 -9.3678057586051494e-06 -5.8795221444928428e-06 -9.2184586954882161e-07 6.0781184531931237e-06 -5.9186646499905955e-06 -5.693578441423597e-06 5.3720420805665343e-06 -8.3354521461842533e-06 5.9865136904591059e-06 -5.3423121146676883e-06 -1.317989734161529e-05 3.4313656302541721e-06 8.6144659679699867e-06 -6.9731161354204896e-07 6.5057735936433256e-06 6.9185553301891065e-06 4.9223794218106024e-06 -5.7130273023339659e-06 7.8883099669318263e-06 -7.5793773378661311e-06 -7.142776716632811e-06 -1.2456181377187714e-05 7.0717244289837607e-06 1.1473022119192054e-08 7.0879611694880839e-06 -5.2578927100487799e-06 5.4203357004278295e-06 -9.7591025678411825e-06
leaf_weight=20 22 22 21 22 29 21 21 29 31 20 24 28 20 26 22 22 36 22 33 39 21 21 22 21 21 2355 26 37 43 24
leaf_count=20 22 22 21 22 29 21 21 29 31 20 24 28 20 26 22 22 36 22 33 39 21 21 22 21 21 2355 26 37 43 24
internal_value=0 3.4895e-08 -2.7735e-08 2.75949e-06 6.48612e-06 -9.54222e-08 -3.01893e-08 -7.34668e-08 -3.17579e-08 -8.92847e-08 -3.22572e-08 -8.26235e-08 -3.07674e-08 -3.79092e-06 3.11392e-08 3.95858e-06 -3.16998e-08 2.86436e-08 -2.75172e-08 -8.87875e-08 -5.29096e-09 -6.89002e-08 -7.88663e-09 -9.98803e-08 -3.8565e-08 -9.81484e-08 6.28567e-09 -6.85917e-08 1.06833e-08 -8.70952e-08
internal_weight=0 3101 3079 73 51 3006 2985 2964 2943 2912 2892 2868 2840 46 2794 44 2750 2721 2699 2666 2627 2606 2585 2549 2527 2506 2485 2459 2422 2379
internal_count=3121 3101 3079 73 51 3006 2985 2964 2943 2912 2892 2868 2840 46 2794 44 2750 2721 2699 2666 2627 2606 2585 2549 2527 2506 2485 2459 2422 2379
is_linear=0
shrinkage=0.1


Tree=5863
num_leaves=31
num_cat=0
split_feature=120 1 120 4 33 9 3 34 34 10 16 13 2 44 158 1452 2 481 0 1456 481 1453 2 1429 157 49 160 160 132 43
split_gain=5.56105e-08 1.20034e-07 3.12374e-07 1.69821e-07 6.43601e-08 1.42269e-07 4.92284e-07 1.06202e-07 1.28218e-07 1.00161e-07 3.23236e-06 9.06512e-07 1.44968e-07 8.56055e-08 1.73934e-07 7.02938e-08 7.52583e-08 2.93716e-07 9.15934e-07 3.98331e-07 4.67083e-07 5.34042e-07 2.76669e-07 4.62049e-07 8.71432e-07 3.96124e-07 2.56426e-07 6.71611e-07 2.35676e-07 1.77172e-06
threshold=0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.63113500000000011 -0.044254999999999996 0.091600000000000015 -0.13309499999999996 -0.08786999999999999 -0.083494999999999986 -0.0093599999999999985 -0.056919999999999991 -0.082574999999999982 -0.0091949999999999983 0.099360000000000018 -0.47356499999999996 -0.069739999999999983 0.087815000000000018 -0.087424999999999989 -0.086554999999999979 0.090155000000000013 -0.085749999999999979 -0.079219999999999985 0.087545000000000026 0.083715000000000026 -0.085474999999999982 0.094845000000000013 -0.55248999999999981 -0.52954999999999985 -0.083284999999999984 -0.011694999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6 -9 10 11 -10 -11 14 -14 -16 17 18 -17 20 -19 -22 23 25 -25 28 -18 -28 29 -23
right_child=-2 -3 -4 -5 5 6 -8 8 9 12 -12 -13 13 -15 15 16 26 19 -20 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=5.6542504080425718e-06 -4.6054828632035289e-06 7.0832951280408453e-06 -1.2473074835384069e-05 8.62559058542383e-06 6.9685590192007529e-06 4.8956086815947364e-06 -1.6259327956256378e-05 -6.3007099214473786e-06 1.810498623972703e-06 -6.3295488391506507e-06 3.6134611062672254e-05 -2.7299492849124363e-05 8.2508898231026258e-06 -5.6546998612597796e-06 -4.4854912387978299e-06 5.0291211692004282e-06 -1.0860295958042591e-05 -1.3992432704548091e-05 -1.9806143811567584e-05 1.5019129123174934e-05 1.3592740221859212e-05 2.5419423271462922e-05 9.177068185070656e-06 -2.5193118744937237e-05 1.1131464702884842e-06 1.3296768682266703e-05 1.5710790260597535e-05 -5.038676639181751e-07 2.5397656044028855e-08 -3.8210893725549994e-06
leaf_weight=20 26 24 20 23 22 22 22 32 23 36 21 20 26 26 34 33 23 21 27 20 33 30 37 20 34 25 26 1459 869 67
leaf_count=20 26 24 20 23 22 22 22 32 23 36 21 20 26 26 34 33 23 21 27 20 33 30 37 20 34 25 26 1459 869 67
internal_value=0 3.86906e-08 -1.63633e-08 6.52933e-08 2.7119e-10 -3.73218e-08 -5.68186e-06 4.64703e-08 -5.29243e-09 6.39355e-08 3.97623e-06 -1.1729e-05 -2.40429e-08 5.67394e-08 1.10079e-07 3.33346e-08 8.9737e-08 6.75076e-07 -6.14675e-06 1.02915e-06 7.82848e-07 1.06113e-06 6.78924e-07 3.78033e-07 -8.62991e-06 8.68879e-07 -3.82261e-07 -2.19975e-07 5.47247e-07 5.22237e-06
internal_weight=0 3095 3071 3051 3028 3008 44 2964 2942 2910 64 43 2846 2810 2784 2758 2724 1216 60 1156 1136 1115 1082 1045 54 991 1508 1485 966 97
internal_count=3121 3095 3071 3051 3028 3008 44 2964 2942 2910 64 43 2846 2810 2784 2758 2724 1216 60 1156 1136 1115 1082 1045 54 991 1508 1485 966 97
is_linear=0
shrinkage=0.1


Tree=5864
num_leaves=31
num_cat=0
split_feature=132 1185 43 13 1 1 2 49 16 3 130 1 1208 1208 403 3 1210 1213 16 16 1212 1212 402 401 403 1212 394 390 401 403
split_gain=7.25322e-08 3.74856e-07 1.85251e-07 1.79271e-07 9.33496e-08 1.14626e-07 7.79613e-08 1.03298e-07 1.71896e-07 2.6166e-07 5.90106e-08 1.19333e-07 5.70926e-08 1.25545e-07 1.07654e-07 4.70169e-07 2.4491e-07 7.52988e-08 3.5173e-07 3.37491e-07 9.44087e-08 1.49271e-07 1.29202e-07 6.06943e-07 2.04841e-07 9.32059e-08 1.95465e-07 1.46052e-07 9.3356e-08 1.18227e-07
threshold=-0.083174999999999985 -0.083264999999999992 -0.011244999999999998 -0.01163 0.089625000000000024 0.11507500000000002 0.085485000000000019 0.10211000000000002 -0.095094999999999985 -0.073309999999999986 -0.23123999999999997 0.16540500000000002 0.11846000000000001 0.10683000000000002 -0.53960999999999981 -0.085709999999999995 -0.3960249999999999 0.18587500000000004 -0.088394999999999987 -0.079504999999999978 0.13631000000000001 0.11387000000000001 -0.45015499999999992 -1.0000000180025095e-35 -0.43370499999999995 0.10083000000000002 -0.12099999999999998 0.090205000000000007 -0.099524999999999988 0.0033700000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 -4 8 -8 -10 -3 12 13 14 15 -12 -16 20 -19 -20 21 22 23 -18 -24 26 -26 28 -28 -30
right_child=1 10 4 -5 5 -7 7 -9 9 -11 11 -13 -14 -15 16 -17 17 18 19 -21 -22 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=-1.3274835633968576e-06 1.3445427646816133e-05 5.0812437106999475e-06 4.9482715275593775e-06 -1.4244692829379347e-05 -9.431880875545383e-06 8.9701422352629299e-07 -9.7059017786126471e-06 5.4019823664930307e-06 -4.4609900487557749e-06 9.877431425593386e-06 -7.7078573407821496e-06 -7.0260702614177719e-06 4.9117935380612237e-06 -7.3442028313207719e-06 -1.0525367914934495e-05 1.0936680322820873e-05 -1.7622626009618951e-05 -7.3302025171528846e-06 1.8142305681294601e-05 -8.613737701948377e-09 -6.5352274098338306e-06 8.2455130268499498e-06 7.451575576753287e-06 6.1450817818033774e-06 7.5535334899006345e-06 -5.5841076634048182e-06 -6.4940007260619582e-06 -8.3848220583604412e-06 -1.9571949706222236e-07 2.0468163287957989e-06
leaf_weight=22 21 23 36 21 22 21 22 23 35 20 21 24 24 23 22 38 21 20 20 21 22 22 37 22 34 30 22 21 2147 264
leaf_count=22 21 23 36 21 22 21 22 23 35 20 21 24 24 23 22 38 21 20 20 21 22 22 37 22 34 30 22 21 2147 264
internal_value=0 1.33406e-07 -1.74207e-06 -7.63589e-06 -3.26238e-07 -4.38754e-06 9.57849e-07 -4.78703e-07 -2.23527e-06 7.52981e-07 3.62717e-08 -4.37085e-09 5.51561e-08 1.36316e-08 7.44183e-08 4.30049e-06 -1.70819e-08 6.84461e-08 3.54199e-06 8.84549e-06 -1.1753e-08 4.30243e-08 -2.64348e-08 -5.4624e-06 6.50511e-08 -4.34879e-08 2.33202e-08 -8.10104e-08 -9.33755e-09 4.9834e-08
internal_weight=0 2899 222 43 179 43 136 100 77 55 2878 2855 2831 2807 2784 59 2725 2703 61 41 2642 2620 2598 43 2555 2518 2488 2454 2433 2411
internal_count=3121 2899 222 43 179 43 136 100 77 55 2878 2855 2831 2807 2784 59 2725 2703 61 41 2642 2620 2598 43 2555 2518 2488 2454 2433 2411
is_linear=0
shrinkage=0.1


Tree=5865
num_leaves=31
num_cat=0
split_feature=132 394 1203 0 16 49 16 133 43 15 401 0 3 133 3 1210 402 16 3 402 402 403 1213 52 1210 1210 1210 1210 130 42
split_gain=5.87507e-08 3.17835e-07 1.5577e-07 6.66195e-08 1.15447e-07 9.96747e-08 8.34764e-08 1.17578e-07 1.09163e-07 9.16879e-08 5.94174e-08 2.25207e-07 2.00349e-07 1.7928e-07 4.63187e-07 1.39474e-07 6.25518e-08 5.89939e-07 8.56102e-07 2.92472e-07 3.27824e-07 2.17648e-07 5.02591e-07 1.91143e-07 4.12655e-07 1.54287e-07 1.53587e-07 1.98494e-07 7.25208e-08 1.20104e-07
threshold=-0.083174999999999985 0.11233000000000001 0.088820000000000024 -0.11242999999999999 -0.095094999999999985 0.097180000000000016 -0.073404999999999984 -0.37971999999999995 -0.011244999999999998 0.084840000000000013 -0.06959499999999999 -0.071924999999999989 -0.078084999999999988 0.51114000000000004 -0.085709999999999995 0.24726500000000004 -0.088494999999999976 -0.087989999999999985 -0.082154999999999992 -0.064959999999999976 -0.035114999999999993 -0.5335399999999999 0.04198000000000001 0.084735000000000019 -0.080859999999999974 -0.3960249999999999 -0.07692499999999998 -0.0084249999999999985 -0.22699999999999995 0.11720500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 -5 6 8 -8 -6 -10 11 12 -2 15 -15 16 17 -12 23 -18 -21 22 -22 24 -19 -23 -27 -28 -29 -30
right_child=1 -3 -4 4 5 -7 7 -9 9 -11 13 -13 -14 14 -16 -17 19 18 -20 20 21 25 -24 -25 -26 26 27 28 29 -31
leaf_value=4.9043450223962283e-06 4.1923053231585074e-06 1.2682756996582612e-05 -8.5403511718595847e-06 -7.4781856874324155e-06 -4.6992776939684216e-06 6.2508101109415296e-06 -9.028470973449797e-06 5.7641386138129748e-07 6.0358466669185873e-08 8.5640833623030983e-06 1.1751038249485647e-05 9.4445840219240423e-06 -7.8396590142801878e-06 4.4826172415923795e-06 -1.6544339930326468e-05 7.6415420229144125e-06 1.0252394000482518e-05 -1.320541508572536e-05 -2.0480749201721797e-05 -1.2776292662692869e-05 -3.4317076824663673e-06 -8.5797161296969063e-06 1.8196502943672905e-05 7.7281830944348666e-06 6.1631447806576039e-06 7.2627469841069711e-06 -7.8819548342323745e-06 -5.9513506494113246e-06 -2.3972330837737264e-08 4.2699430813722281e-06
leaf_weight=20 31 20 28 25 24 21 26 25 32 21 24 31 25 20 22 24 28 22 28 20 22 21 21 23 22 29 32 20 2347 67
leaf_count=20 31 20 28 25 24 21 26 25 32 21 24 31 25 20 22 24 28 22 28 20 22 21 21 23 22 29 32 20 2347 67
internal_value=0 1.2006e-07 -1.56786e-06 -5.61526e-07 -1.18979e-06 -1.34687e-07 -1.18231e-06 -4.32019e-06 8.96033e-07 3.42976e-06 3.27883e-08 2.60635e-06 -1.17911e-06 -4.74049e-08 -6.5315e-06 5.16249e-08 -1.51975e-08 -2.25729e-06 -5.79624e-06 8.71459e-08 -2.32174e-08 7.64549e-08 7.13091e-06 3.40571e-07 -3.52114e-06 -4.411e-08 2.77328e-08 -5.73505e-08 4.55202e-08 9.52043e-08
internal_weight=0 2899 222 194 174 149 128 51 77 53 2879 87 56 2792 42 2750 2726 119 95 2607 2579 2559 43 67 44 2516 2495 2466 2434 2414
internal_count=3121 2899 222 194 174 149 128 51 77 53 2879 87 56 2792 42 2750 2726 119 95 2607 2579 2559 43 67 44 2516 2495 2466 2434 2414
is_linear=0
shrinkage=0.1


Tree=5866
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 120 1 120 130 39 33 47 47 9 3 47 42 47 49 49 3 12 13 49 49 2 2 1420 156 49 3
split_gain=5.90787e-08 1.71732e-06 9.77032e-07 2.46991e-07 5.83838e-08 1.25741e-07 2.56665e-07 1.40888e-07 6.47115e-08 2.36398e-07 9.91634e-08 5.4353e-07 4.3932e-07 9.17899e-07 2.07223e-07 1.1092e-07 1.08771e-07 1.03702e-07 9.80673e-08 5.30903e-07 8.70927e-07 3.97499e-07 4.49025e-07 2.30773e-07 4.77421e-07 5.86005e-07 1.52068e-07 1.69347e-07 1.43743e-07 4.65298e-07
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 -0.22461999999999996 -1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.09055500000000001 -0.13309499999999996 0.09055500000000001 -0.0098899999999999978 0.087885000000000019 0.15665000000000004 0.10347500000000003 -0.087429999999999994 0.083935000000000023 -0.06977499999999999 0.11475 0.092975000000000016 0.10327000000000001 0.096015000000000017 -0.085599999999999996 -0.080434999999999993 0.088930000000000009 -0.081459999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 -4 -9 -10 12 -12 14 -14 16 -13 17 18 23 -20 -21 22 -22 26 25 -25 -11 -28 -29 -30
right_child=2 -3 4 -5 -6 -7 -8 8 9 10 11 15 13 -15 -16 -17 -18 -19 19 20 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-1.1621741520500795e-07 -2.1113290146181708e-05 2.8774838635096486e-05 7.8962616909017892e-06 -1.183676763503172e-05 -4.9772633276560281e-06 7.4453336725602401e-06 -1.1266865872130438e-05 5.3198687273043511e-06 -8.9876473511735804e-06 -8.7488757890241688e-06 1.6261348804391673e-05 6.0300283024616874e-06 5.2508566511733084e-06 -2.4349424537914192e-05 9.1189890360965362e-06 -2.6396747411386711e-07 -6.1199059402873716e-06 5.2236907319375427e-06 9.318814602832596e-06 -2.3376385233446357e-05 1.4586231630649613e-05 -8.0375696481951318e-06 -3.3904812963473063e-06 9.8811800869823095e-06 1.593379622428464e-05 -1.0967664432498099e-05 7.4714597394631704e-06 2.2095929723652145e-08 -1.6817784107843184e-05 4.752972838559799e-06
leaf_weight=178 22 21 23 20 23 23 20 23 29 20 24 32 20 22 25 224 29 38 31 22 24 50 33 28 28 26 30 1993 20 20
leaf_count=178 22 21 23 20 23 23 20 23 29 20 24 32 20 22 25 224 29 38 31 22 24 50 33 28 28 26 30 1993 20 20
internal_value=0 1.58379e-06 -1.19513e-07 -1.30011e-06 4.08559e-08 8.12537e-08 2.14888e-08 1.01719e-07 3.74857e-08 -6.40695e-09 8.86847e-08 1.8718e-06 -1.14354e-07 -1.02541e-05 6.18424e-08 5.22782e-07 -3.28185e-08 4.18855e-08 -4.28063e-08 -2.43183e-06 -5.25562e-06 -1.52986e-06 4.17866e-06 1.33749e-07 5.33732e-06 -1.57152e-07 -7.10959e-08 1.30319e-08 -9.70285e-08 -6.03241e-06
internal_weight=0 219 2902 198 2880 2857 2834 2814 2791 2768 2739 280 2459 42 2417 256 2392 2363 2325 160 129 107 57 2165 82 54 2083 2063 2033 40
internal_count=3121 219 2902 198 2880 2857 2834 2814 2791 2768 2739 280 2459 42 2417 256 2392 2363 2325 160 129 107 57 2165 82 54 2083 2063 2033 40
is_linear=0
shrinkage=0.1


Tree=5867
num_leaves=31
num_cat=0
split_feature=130 10 3 40 2 45 39 33 1 34 9 4 15 1374 1374 150 1373 151 42 16 12 13 12 12 0 14 16 16 4 51
split_gain=5.80451e-08 1.46447e-07 2.77711e-07 1.66976e-07 1.30724e-07 1.18813e-07 7.00971e-08 2.56554e-07 1.82107e-07 8.69647e-08 1.17028e-07 1.14409e-07 6.14188e-08 5.34156e-07 3.04144e-07 1.3531e-06 3.40743e-07 2.88835e-07 8.80706e-07 2.83377e-07 6.93781e-07 1.02216e-06 3.30276e-07 3.11626e-07 2.66074e-07 6.09915e-07 2.15764e-07 9.04506e-07 3.35267e-07 4.48253e-07
threshold=-0.23647499999999996 -0.38124499999999995 -0.0063699999999999989 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.089770000000000016 -0.112215 0.088235000000000022 0.50194500000000009 -0.018314999999999994 0.086000000000000007 0.087110000000000007 0.090480000000000019 0.075690000000000021 -0.10007499999999998 0.083865000000000009 -0.15241499999999997 0.089300000000000004 -0.070999999999999994 0.09857500000000001 -0.010834999999999999 -0.13027499999999997 0.019675000000000002 -0.056919999999999991 -0.06421499999999998 -0.0078799999999999981 0.095050000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 8 -8 -7 -9 12 -12 14 17 16 -16 26 18 -14 20 21 -19 -22 -21 25 -25 27 28 29 -11
right_child=1 3 -4 4 -6 6 7 9 -10 10 11 -13 13 -15 15 -17 -18 19 -20 23 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.3699702903031724e-06 1.4404830208150088e-05 -8.9312330601387654e-06 -2.0602358875164229e-06 -7.7201818135108619e-06 7.8790230851328013e-06 -2.9784450389126418e-06 -9.2478094059818746e-06 -6.364898702789408e-06 9.6532719908282168e-06 1.9521578026368308e-05 1.055304361172949e-05 1.1460523897507561e-07 -5.4551656395905533e-06 -1.6638747574688753e-05 -6.5867059933664468e-06 2.5512773378485082e-05 -9.9719342784965199e-06 -2.8409952305234282e-05 2.3237485947902314e-05 -9.5204516302307163e-06 1.3596720355053551e-05 -1.4555773576151911e-06 -4.5767885524128362e-06 1.7286788253276711e-05 -1.5188901794204649e-07 -1.5687999301744207e-06 -8.2506788114523513e-07 2.0874134425715361e-05 2.4085277950544548e-07 9.78904979831441e-07
leaf_weight=20 20 21 21 20 21 21 30 21 25 22 21 21 23 20 29 24 32 24 20 34 20 34 20 29 1316 42 612 24 502 32
leaf_count=20 20 21 21 20 21 21 30 21 25 22 21 21 23 20 29 24 32 24 20 34 20 34 20 29 1316 42 612 24 502 32
internal_value=0 3.46331e-08 5.9715e-06 -4.49132e-08 1.64928e-08 -3.82167e-08 1.30306e-08 -4.73302e-08 3.88662e-06 4.71305e-08 9.35465e-08 5.33382e-06 1.65644e-08 -3.9986e-07 5.32448e-07 7.94891e-06 2.1131e-07 -1.91935e-07 7.89025e-06 -4.20727e-07 -5.62173e-06 -1.26091e-05 4.50997e-06 -6.20366e-08 1.69821e-07 6.13278e-06 4.84686e-07 1.8667e-06 1.04624e-06 8.53333e-06
internal_weight=0 3101 41 3060 3039 3018 2998 2952 46 2922 2901 42 2859 1582 1277 53 1224 1562 43 1519 98 58 40 1421 1387 71 1192 580 556 54
internal_count=3121 3101 41 3060 3039 3018 2998 2952 46 2922 2901 42 2859 1582 1277 53 1224 1562 43 1519 98 58 40 1421 1387 71 1192 580 556 54
is_linear=0
shrinkage=0.1


Tree=5868
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1209 1210 1208 403 16 1210 1210 133 1447 1447 481 15 12 12 402 12 12 12 12 2 12 51 133 12 12 475 2
split_gain=5.85343e-08 3.92264e-07 2.1085e-07 6.13151e-08 2.72394e-07 2.2318e-07 1.35573e-07 7.69771e-07 1.41405e-07 7.96942e-08 6.28746e-08 2.53541e-07 2.44296e-07 2.01694e-07 2.63099e-07 1.93926e-07 7.37302e-07 6.089e-07 4.3375e-07 3.57615e-07 4.32581e-07 1.28066e-06 4.55771e-07 3.72867e-07 3.65413e-07 5.92366e-07 3.27854e-07 1.92394e-07 1.90615e-07 8.69153e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10691500000000002 -0.00046999999999999993 0.092250000000000013 -0.5335399999999999 -0.079109999999999986 -0.3960249999999999 -0.094799999999999982 0.068115000000000023 0.059120000000000013 0.059120000000000013 -0.086219999999999977 0.086195000000000008 0.097575000000000009 0.096210000000000004 -0.45454999999999995 0.10061500000000002 0.09474500000000001 0.090545000000000014 0.089625000000000024 0.096540000000000015 0.088930000000000023 0.067785000000000012 0.085895000000000013 0.09202500000000001 -0.085119999999999987 -0.085719999999999977 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 7 -3 -8 -10 11 13 15 14 -11 16 19 -18 -17 20 21 23 26 24 28 -26 -22 -27 29 -12
right_child=1 3 -4 4 -6 -7 8 -9 9 10 12 -13 -14 -15 -16 18 17 -19 -20 -21 22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-3.9415343501121285e-07 1.3737453385450257e-05 1.9722698310769851e-05 -9.6770458493925359e-06 1.0677843649183936e-05 -2.6905231996871799e-06 -9.454364899283974e-06 -8.4346771450327652e-06 -5.6046809212213183e-06 5.9989532680695202e-06 -1.2188088360458266e-06 -5.0472247159953388e-06 -1.130929178024027e-05 1.0811377100965373e-05 -4.4519853124829888e-07 1.2741427633079216e-05 1.568501745350659e-05 -1.4309949013598575e-06 -2.5811364030232655e-05 1.2263491343122445e-06 1.3655545371875632e-05 -9.9011134906227805e-06 2.2368853657368433e-05 -1.5052401954562812e-05 -1.3341693993424998e-05 2.1787187802146948e-05 -5.8417775768421486e-06 5.5576280053227337e-06 6.4022966998064394e-06 -1.2551412444992139e-06 2.0461651894782502e-05
leaf_weight=194 21 21 28 27 35 25 20 28 22 27 34 21 23 1724 27 25 21 20 122 20 23 27 36 20 20 21 34 33 400 22
leaf_count=194 21 21 28 27 35 25 20 28 22 27 34 21 23 1724 27 25 21 20 122 20 23 27 36 20 20 21 34 33 400 22
internal_value=0 1.19844e-07 -1.56497e-06 2.04795e-08 3.13118e-06 -4.8009e-08 3.62471e-08 5.24991e-06 -5.69219e-08 4.63394e-09 -4.42087e-08 -3.85718e-07 6.37673e-07 -2.56699e-07 5.76131e-06 3.71164e-07 -2.95292e-07 -1.33239e-05 3.68531e-06 4.78869e-07 8.55356e-08 1.10565e-06 -6.24358e-06 6.18228e-08 5.67616e-07 7.08571e-06 -6.8011e-07 1.64071e-06 -4.90144e-07 4.97412e-06
internal_weight=0 2899 222 2878 62 2816 2791 49 2742 2722 2700 1799 901 1778 54 878 731 41 147 690 670 577 93 550 530 74 57 54 456 56
internal_count=3121 2899 222 2878 62 2816 2791 49 2742 2722 2700 1799 901 1778 54 878 731 41 147 690 670 577 93 550 530 74 57 54 456 56
is_linear=0
shrinkage=0.1


Tree=5869
num_leaves=31
num_cat=0
split_feature=1429 156 1425 1426 43 130 1 52 42 1212 401 47 47 47 1428 157 16 1429 159 52 160 42 124 52 133 4 484 52 2 43
split_gain=5.90403e-08 1.89818e-07 8.04103e-08 9.22595e-08 6.3042e-08 1.54141e-07 1.51715e-07 1.69206e-07 1.12257e-07 7.87272e-08 1.31329e-07 8.97904e-08 7.15049e-07 3.81722e-07 9.27834e-08 1.35998e-07 9.99949e-08 1.70305e-07 2.04868e-07 4.46288e-07 2.59817e-07 2.77463e-07 2.38796e-07 2.3187e-07 3.14146e-07 4.25405e-07 2.99764e-07 7.12959e-07 4.57239e-07 5.2952e-07
threshold=-0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 -0.50775499999999985 -0.22699999999999995 0.076935000000000017 0.048770000000000008 0.15021500000000002 -0.52517999999999987 0.13699500000000003 0.092165000000000011 0.09585500000000001 0.090100000000000013 -0.071779999999999997 0.41580000000000006 0.0057500000000000008 0.091465000000000005 0.10545500000000001 -0.11183499999999999 -0.081069999999999989 0.087405000000000024 -1.0000000180025095e-35 -0.42058999999999996 0.090665000000000009 -0.0065699999999999986 -0.017214999999999998 0.10024500000000001 0.096540000000000015 -0.070064999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 9 -7 11 13 -13 14 -11 16 -16 18 20 -20 21 -18 -22 24 25 -24 28 -28 29 -25
right_child=1 -3 -4 -5 5 8 -8 -9 -10 10 -12 12 -14 -15 15 -17 17 -19 19 -21 22 -23 23 26 -26 -27 27 -29 -30 -31
leaf_value=-5.1621029135937785e-06 3.2177804996535999e-07 9.7472798847775264e-06 -5.7921128037226791e-06 6.7884851932831227e-06 -8.0737442866999739e-06 6.1607255804574378e-06 -3.3669952951799057e-06 1.3329708874607606e-05 5.863501451131015e-06 -6.7722710025464049e-06 -8.2102724627475263e-06 -1.789284932033297e-05 -2.9016596582209787e-07 1.388162386234626e-05 3.3844782497177587e-07 8.2791935801651556e-06 1.0782557736395879e-05 4.7101771243913197e-06 -1.7113232722465455e-05 -4.4264782884186257e-07 5.5130227954242934e-06 -1.6330027613599266e-06 7.2909789731549312e-07 -4.606315387718496e-06 1.0126710176686736e-05 -1.5302597348636481e-05 -4.5989321031248402e-06 -2.4783208018994804e-05 -1.1049082604586147e-05 1.8404991114948645e-05
leaf_weight=22 20 20 24 20 24 20 23 20 32 20 20 25 300 20 1938 20 36 45 26 42 38 36 96 20 26 20 105 21 22 20
leaf_count=22 20 20 24 20 24 20 23 20 32 20 20 25 300 20 1938 20 36 45 26 42 38 36 96 20 26 20 105 21 22 20
internal_value=0 3.66481e-08 -2.64284e-08 1.88666e-08 -2.57437e-08 -9.20999e-08 3.10458e-06 6.82574e-06 -2.71205e-08 -9.17638e-08 -1.34944e-07 -7.87873e-08 -1.64422e-06 1.2065e-07 1.19108e-08 6.59465e-08 3.13726e-12 -1.18608e-06 -1.70839e-06 -6.81669e-06 -9.18925e-07 4.57478e-06 -1.99378e-06 -2.8582e-06 1.91802e-07 -2.03499e-06 -5.16192e-06 -7.96298e-06 5.30544e-07 6.89934e-06
internal_weight=0 3099 3079 3055 3035 2972 63 40 2948 2916 2896 2876 325 2551 2531 2511 2491 553 508 68 440 72 368 330 142 116 188 126 62 40
internal_count=3121 3099 3079 3055 3035 2972 63 40 2948 2916 2896 2876 325 2551 2531 2511 2491 553 508 68 440 72 368 330 142 116 188 126 62 40
is_linear=0
shrinkage=0.1


Tree=5870
num_leaves=31
num_cat=0
split_feature=130 1 132 50 1185 1203 50 43 52 484 157 15 1456 52 1453 157 131 131 39 33 12 47 47 47 2 3 47 31 133 133
split_gain=6.32948e-08 1.00316e-07 5.89294e-08 1.76079e-06 9.0258e-07 3.02007e-07 6.1709e-08 3.53049e-07 6.82535e-07 2.75935e-07 2.03088e-07 1.60962e-07 1.17168e-07 2.41747e-07 1.23036e-07 9.71348e-08 9.65521e-08 1.17221e-07 7.63803e-08 2.00807e-07 1.64892e-07 1.1675e-07 5.60426e-07 4.66792e-07 9.70306e-08 2.10367e-07 1.97052e-07 9.32842e-08 1.00362e-07 7.6377e-07
threshold=-0.23123999999999997 0.16540500000000002 -0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 -0.099524999999999988 -0.095049999999999982 -0.23798499999999997 -0.065594999999999987 0.63604500000000008 -0.066844999999999988 0.10959500000000001 -0.034054999999999995 0.088260000000000019 0.39282000000000006 0.13612500000000002 0.12681500000000004 -1.0000000180025095e-35 -0.009184999999999997 -0.029094999999999999 0.094160000000000008 0.096850000000000006 0.090100000000000013 0.10402500000000002 -0.042499999999999989 0.11708 -0.082169999999999979 0.085760000000000017 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 7 -6 -9 -10 12 -11 14 -14 15 16 17 18 20 -20 -8 23 -23 27 25 -24 -26 -21 -29 -30
right_child=1 -3 4 -5 6 -7 10 8 9 11 -12 -13 13 -15 -16 -17 -18 -19 19 21 -22 22 24 -25 26 -27 -28 28 29 -31
leaf_value=5.2265269024918901e-06 4.6246459817211875e-08 -6.1076200950083148e-06 -2.0282726394394891e-05 2.987152766763757e-05 -9.7127377466677005e-06 -1.2921527467426586e-05 -1.8165769650598425e-06 2.1299564946914988e-05 8.2427056895539863e-06 2.2855069482830002e-06 -1.0084189199233151e-05 -9.7504968721295882e-06 2.4642301551383834e-06 -1.2198397397024448e-05 7.0979395322865454e-06 6.8232439584140337e-06 5.542440158023965e-06 -7.6978571405561529e-06 -8.2194059878778127e-06 -4.9563782603830698e-06 1.0032336628841143e-05 1.6962943673008894e-05 -3.7869278182595471e-08 -1.2814027781885295e-05 -1.0109995764651103e-05 9.298093811682316e-06 1.2263232673356709e-06 -4.0780799825767165e-07 1.7539544677236808e-05 3.6837342331562204e-07
leaf_weight=23 176 27 22 20 20 20 24 20 28 20 20 25 22 23 25 21 31 20 30 38 23 23 109 29 23 31 46 1517 27 638
leaf_count=23 176 27 22 20 20 20 24 20 28 20 20 25 22 23 25 21 31 20 30 38 23 23 109 29 23 31 46 1517 27 638
internal_value=0 -3.88133e-08 1.45432e-08 1.60713e-06 -1.05946e-07 -1.277e-06 5.07387e-08 2.34053e-06 4.93263e-06 4.48541e-07 -4.43887e-08 -4.40116e-06 2.99802e-08 -5.03e-06 1.15743e-07 4.93719e-08 -5.15137e-09 -7.18602e-08 -1.22355e-08 -8.69949e-08 3.98183e-06 1.13413e-08 2.14716e-06 -2.08984e-07 5.16718e-07 2.02938e-06 -2.55245e-06 -4.4323e-08 4.12215e-08 1.06555e-06
internal_weight=0 3098 3071 216 2855 196 2833 113 93 73 2720 45 2700 45 2655 2630 2609 2578 2558 2511 47 2481 232 2249 209 140 69 2220 2182 665
internal_count=3121 3098 3071 216 2855 196 2833 113 93 73 2720 45 2700 45 2655 2630 2609 2578 2558 2511 47 2481 232 2249 209 140 69 2220 2182 665
is_linear=0
shrinkage=0.1


Tree=5871
num_leaves=31
num_cat=0
split_feature=393 1366 46 44 47 47 47 1426 157 484 3 3 47 1428 148 447 147 48 131 1209 1210 1208 482 482 42 12 160 1 52 50
split_gain=6.20922e-08 5.43957e-08 6.23353e-08 2.227e-07 7.22987e-08 7.2444e-07 3.27748e-07 9.84395e-08 1.99884e-07 9.15798e-08 1.11367e-07 2.81142e-07 8.78837e-08 8.74634e-08 8.41282e-08 1.35535e-07 1.28909e-07 8.6066e-08 9.12077e-08 1.04097e-07 9.33493e-08 1.28649e-07 8.90541e-08 3.22425e-07 2.59918e-07 2.47997e-07 1.90821e-07 2.9956e-07 1.98874e-07 1.07545e-07
threshold=0.13251500000000002 -0.087024999999999977 0.10253500000000002 0.084760000000000016 0.092165000000000011 0.09585500000000001 0.089785000000000018 -0.052649999999999995 -0.0056149999999999993 -0.079429999999999987 -0.07793499999999999 -0.080289999999999986 0.10397500000000001 0.087445000000000009 -0.10069499999999999 0.094580000000000011 0.091385000000000008 0.12474000000000002 0.13767000000000004 0.14268500000000003 0.15724500000000002 0.10737500000000001 0.080200000000000007 0.089745000000000005 0.096450000000000022 0.082850000000000021 -0.077459999999999987 0.090405000000000013 -0.010739999999999998 -0.099524999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 8 -3 -7 11 12 -11 14 -9 16 17 18 19 20 21 22 29 25 26 -24 28 -28 -25 -16
right_child=-2 2 -4 -5 5 9 -8 13 -10 10 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=4.7047117125960852e-06 5.2938428118729712e-06 8.2329510217371951e-07 -4.7713920691551592e-06 1.0486123226201017e-05 -1.7873960997803805e-05 -4.4925084341684847e-06 1.2215728636213252e-05 5.0704534650947153e-06 -1.2171610102313934e-05 -5.4698306257705553e-06 -1.2139461245072317e-06 1.2648142787459924e-05 2.290107205474804e-06 4.870534326073539e-06 3.1915735919948975e-06 -7.1365650236893326e-06 6.0130131263187133e-06 6.2775842144176198e-06 -6.713683931247077e-06 7.0897978605444225e-06 -5.8949974962680636e-06 7.8993549516326327e-06 2.7123823591474711e-06 -9.2840407596668238e-06 -8.4838237536601039e-06 1.5910437842118578e-05 -2.6178918233199512e-08 1.4433249725698261e-05 2.7924087756521962e-06 -4.7751263558682334e-07
leaf_weight=24 22 29 28 20 25 40 22 32 20 20 131 24 54 37 83 27 35 21 21 20 28 20 35 25 33 24 38 23 30 2130
leaf_count=24 22 29 28 20 25 40 22 32 20 20 131 24 54 37 83 27 35 21 21 20 28 20 35 25 33 24 38 23 30 2130
internal_value=0 -3.75833e-08 -7.45963e-08 -3.14358e-08 -1.00927e-07 -1.59099e-06 5.9365e-08 -3.9285e-08 -4.48075e-06 -7.77051e-08 6.9344e-07 3.24311e-06 1.92827e-07 4.247e-08 -2.55827e-08 -8.84725e-08 -1.4311e-08 -9.766e-08 -1.50999e-07 -9.56285e-08 -1.53834e-07 -8.79784e-08 -1.53962e-07 1.82432e-06 -6.53188e-07 8.08108e-06 1.57449e-06 5.42574e-06 -2.69689e-06 -3.39901e-07
internal_weight=0 3099 3075 3047 3027 294 2733 2711 49 269 229 98 74 2662 2625 2593 2566 2531 2510 2489 2469 2441 2421 208 149 59 116 61 55 2213
internal_count=3121 3099 3075 3047 3027 294 2733 2711 49 269 229 98 74 2662 2625 2593 2566 2531 2510 2489 2469 2441 2421 208 149 59 116 61 55 2213
is_linear=0
shrinkage=0.1


Tree=5872
num_leaves=31
num_cat=0
split_feature=1429 156 156 51 1425 15 15 15 9 12 133 133 133 160 2 97 131 132 1 132 393 15 2 2 49 15 15 51 13 15
split_gain=5.69669e-08 1.64895e-07 7.30844e-08 1.79936e-07 9.6783e-08 6.23441e-08 5.59379e-07 3.38362e-07 1.5622e-07 1.53618e-07 1.99566e-07 2.82515e-07 2.58149e-07 1.71263e-07 4.30905e-07 1.71364e-07 2.02797e-07 1.18327e-07 1.69282e-06 8.68654e-07 3.94578e-07 1.19918e-07 4.19996e-07 5.26617e-07 3.45462e-07 3.11526e-07 1.93077e-07 9.44914e-07 7.01911e-07 3.67192e-07
threshold=-0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.084030000000000007 -0.10203999999999998 -0.099734999999999976 -0.10653 0.08925000000000001 0.11527000000000001 -0.37971999999999995 -0.13941499999999998 -0.085499999999999979 0.050340000000000003 0.10402500000000002 -0.049229999999999996 0.091360000000000011 -0.083284999999999984 0.089475000000000013 -0.066044999999999979 0.10483000000000002 -0.092489999999999989 0.08622500000000001 0.090310000000000015 0.089215000000000017 -0.091604999999999978 -0.088429999999999995 0.092545000000000016 -0.012119999999999997 -0.087679999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 9 17 10 -2 -12 -13 15 -15 -14 -17 18 20 -19 -8 22 -21 -24 -25 -23 27 28 -27 -28
right_child=1 -3 3 -5 -6 6 8 -9 -10 -11 11 12 13 14 -16 16 -18 19 -20 21 -22 25 23 24 -26 26 29 -29 -30 -31
leaf_value=-5.0706519645741954e-06 -8.3250793198073691e-06 9.0867212065859349e-06 2.8451422535692387e-06 -9.7110435162903745e-06 5.1913367087763619e-06 -1.5761344358274389e-05 9.7394032157656815e-08 1.0312341732464524e-05 7.6172694242324309e-06 7.6196151566263235e-06 8.5108348591744204e-06 -9.3260723861021699e-06 -7.7615288273591434e-06 2.180089595387674e-06 -1.5342630400561535e-05 8.3548319027703546e-07 8.7333891917444051e-06 -2.0139195806801913e-05 2.4343221260660984e-05 5.9351050670860187e-06 -1.4530167242231653e-05 9.8005247593846437e-06 -1.8219252503318526e-05 3.6020511640522387e-06 -1.2428847658156883e-05 -6.6449121068463021e-06 1.1433207471002659e-05 -2.0312512107786327e-05 1.5045407129946398e-05 -1.0064495242011578e-07
leaf_weight=22 28 20 21 25 36 23 114 36 26 27 39 30 20 36 23 268 37 22 29 36 22 32 28 41 20 37 28 27 25 1943
leaf_count=22 28 20 21 25 36 23 114 36 26 27 39 30 20 36 23 268 37 22 29 36 22 32 28 41 20 37 28 27 25 1943
internal_value=0 3.59964e-08 -2.27936e-08 -3.97887e-06 3.72063e-08 -2.47052e-08 -2.39491e-07 9.43804e-07 -9.2576e-08 2.79891e-07 -1.3211e-07 3.74299e-07 -3.92186e-07 3.05774e-07 -4.6508e-06 1.20558e-06 1.79359e-06 -1.7596e-07 2.40844e-06 -3.66414e-07 -2.26883e-06 -1.70203e-07 -3.17895e-06 -6.86553e-06 -1.65398e-06 9.57412e-09 -1.42518e-07 -4.69848e-06 2.10118e-06 6.32048e-08
internal_weight=0 3099 3079 46 3033 2997 2453 544 2430 508 481 453 414 384 59 325 305 2404 165 2239 136 2217 125 89 61 2092 2060 89 62 1971
internal_count=3121 3099 3079 46 3033 2997 2453 544 2430 508 481 453 414 384 59 325 305 2404 165 2239 136 2217 125 89 61 2092 2060 89 62 1971
is_linear=0
shrinkage=0.1


Tree=5873
num_leaves=31
num_cat=0
split_feature=156 475 393 1213 1211 1213 42 42 1213 1213 133 52 4 12 12 483 479 1212 481 401 15 133 1210 13 402 128 1 3 2 1210
split_gain=6.63902e-08 1.31142e-07 6.5007e-08 5.47392e-08 6.92005e-08 5.53144e-08 4.80288e-07 2.21055e-06 7.60032e-07 4.6463e-07 2.88526e-07 2.26933e-07 1.67786e-07 1.46687e-07 2.88656e-07 1.34842e-07 1.18163e-07 1.01433e-07 9.1224e-08 8.37419e-08 2.68181e-07 1.83739e-07 1.49727e-07 2.05978e-07 1.3284e-07 3.45731e-07 4.87959e-07 5.12917e-07 5.43129e-07 4.38533e-07
threshold=0.3248100000000001 0.13528000000000004 0.13251500000000002 0.51370000000000016 0.11986000000000001 -0.084954999999999989 0.087505000000000013 0.086325000000000013 -0.090954999999999994 -0.082414999999999974 -0.007154999999999999 0.085175000000000015 -0.080094999999999986 0.087995000000000004 0.09364500000000002 -0.47181499999999993 0.11469500000000001 -0.04353499999999999 0.11393500000000002 -0.06959499999999999 0.095175000000000023 0.51114000000000004 0.0028200000000000005 -0.051094999999999995 -0.0088649999999999979 0.084155000000000021 0.077565000000000009 -0.082404999999999992 0.094095000000000012 -0.079004999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 10 13 -7 11 12 -1 -8 -15 -11 18 -13 19 20 -17 22 24 -24 25 26 27 29 -29 -21
right_child=-2 -3 -4 -5 -6 9 8 -9 -10 15 -12 17 -14 14 -16 16 -18 -19 -20 21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-9.875097774576197e-06 -5.3528177273698894e-06 7.9153401933191559e-06 5.4023805701449008e-06 5.1614229960250673e-06 -4.6417038836619729e-06 -1.1454805260847758e-05 7.2944454982264336e-06 2.9762368766851383e-05 -2.0434016154137101e-05 7.4434221877102878e-06 -1.0231227476581878e-05 1.769644511470055e-06 1.6284178650849414e-06 -9.1591243886043615e-06 5.0756133215859991e-06 -2.4858312197769315e-06 -7.5574238938510725e-06 1.0971501658787021e-05 6.3859971956761996e-06 -2.9452826574446301e-06 1.1696412063126143e-05 -7.0638114697143656e-06 1.2313846410480863e-05 -5.6417973408113337e-07 1.7893188899586435e-08 7.9651710620964887e-06 -1.8663833355958562e-05 -2.2141519564012839e-05 1.0203001811928318e-07 1.4549562554886666e-05
leaf_weight=21 23 21 22 20 33 36 23 29 22 24 26 23 32 29 28 30 21 25 22 38 24 38 23 27 2348 24 22 21 23 23
leaf_count=21 23 21 22 20 33 36 23 29 22 24 26 23 32 29 28 30 21 25 22 38 24 38 23 27 2348 24 22 21 23 23
internal_value=0 3.97332e-08 -1.40164e-08 -5.30216e-08 -8.73837e-08 -3.73195e-08 1.36258e-06 4.8514e-06 -3.97327e-06 -1.68942e-07 -8.36931e-07 1.5814e-06 -2.92958e-06 5.53435e-07 -2.16662e-06 -1.89088e-08 -8.56361e-08 6.56228e-06 -2.67147e-08 -8.01338e-08 3.81739e-06 -1.61489e-07 -5.85906e-08 5.35971e-06 -1.67e-07 -3.04203e-06 -5.12213e-06 -2.28482e-06 -1.05142e-05 3.65113e-06
internal_weight=0 3098 3077 3055 3035 3002 258 156 102 2744 127 101 53 80 57 2708 2684 48 2663 2641 54 2587 2549 50 2499 151 127 105 44 61
internal_count=3121 3098 3077 3055 3035 3002 258 156 102 2744 127 101 53 80 57 2708 2684 48 2663 2641 54 2587 2549 50 2499 151 127 105 44 61
is_linear=0
shrinkage=0.1


Tree=5874
num_leaves=31
num_cat=0
split_feature=132 1185 1203 120 1 120 130 9 10 133 2 3 33 34 10 4 2 133 133 1371 1447 481 480 475 133 133 0 0 3 1455
split_gain=6.09444e-08 4.50394e-07 1.51037e-07 5.91553e-08 1.16536e-07 2.50144e-07 1.38266e-07 8.26166e-08 1.65e-07 3.16217e-07 1.54113e-07 1.54063e-07 1.09388e-07 1.5315e-07 8.33284e-08 1.69274e-06 6.64833e-08 6.3497e-08 5.59675e-07 6.47765e-07 2.59748e-07 6.42441e-07 2.13995e-07 1.98722e-07 1.9209e-07 3.35436e-07 1.98326e-07 8.89512e-07 5.2173e-07 3.21455e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 -0.22461999999999996 0.092410000000000006 0.053330000000000009 0.086695000000000008 -0.090999999999999984 -0.023499999999999997 0.085305000000000006 -0.084769999999999984 -0.011559999999999999 0.053180000000000012 -0.0050599999999999994 0.085760000000000017 0.086085000000000009 0.083235000000000017 -0.086279999999999982 -0.086484999999999992 0.11240000000000001 -0.085734999999999992 0.086910000000000015 0.087435000000000013 -0.067094999999999988 -0.068944999999999992 -0.07928499999999998 0.10450500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 8 10 -10 -8 -9 13 -12 15 -15 -16 22 -19 20 -20 -22 -18 -23 -25 -26 27 29 -28 -27
right_child=1 3 -4 -5 -6 -7 7 11 9 -11 12 -13 -14 14 16 -17 17 18 19 -21 21 23 -24 24 25 26 28 -29 -30 -31
leaf_value=-6.2628595106873091e-07 1.4714049003876945e-05 7.7998454482598315e-06 -8.6065877642088012e-06 -5.0353416376626983e-06 7.1459097477560611e-06 -1.1145077039600437e-05 7.559085393209157e-06 -1.7626943457030177e-06 -1.5348881330510267e-05 2.2206263089347412e-06 8.5302003797204675e-06 1.0211957192041155e-05 -7.0562843854366464e-06 -2.2184261588336085e-05 5.16491825298715e-06 1.5406556284015886e-05 -2.0025408312206123e-07 1.6831282247646111e-05 -8.6726722559303334e-06 -1.6627677053871923e-05 1.5471618644369302e-05 9.1054954352260273e-06 -8.3295050596158652e-06 -8.589686315948104e-06 1.0503343415280143e-05 5.2646997415641817e-07 1.352516616640748e-05 -2.1549678083374603e-05 -6.760502628821996e-07 -1.2427595615918108e-05
leaf_weight=195 21 23 27 23 23 20 27 21 20 21 21 22 22 25 25 23 1729 21 28 22 30 26 33 24 32 454 37 20 86 20
leaf_count=195 21 23 27 23 23 20 27 21 20 21 21 22 22 25 25 23 1729 21 28 22 30 26 33 24 32 454 37 20 86 20
internal_value=0 1.22284e-07 -1.59686e-06 1.58121e-08 5.65045e-08 -1.07193e-09 7.81884e-08 1.45104e-08 -5.35969e-08 -6.34987e-06 4.18364e-08 4.36387e-06 -3.39537e-08 2.42132e-08 -4.35764e-08 -4.17199e-06 3.30235e-08 -1.70535e-08 7.21777e-07 2.87503e-07 7.79094e-07 1.14212e-06 -3.52505e-07 5.27125e-07 1.95717e-07 5.206e-07 2.85692e-09 -8.91757e-07 3.59586e-06 -2.01151e-08
internal_weight=0 2899 222 2878 2855 2832 2812 2789 2746 41 2705 43 2678 2656 2635 48 2587 2562 800 779 757 729 1762 699 673 649 617 494 123 474
internal_count=3121 2899 222 2878 2855 2832 2812 2789 2746 41 2705 43 2678 2656 2635 48 2587 2562 800 779 757 729 1762 699 673 649 617 494 123 474
is_linear=0
shrinkage=0.1


Tree=5875
num_leaves=31
num_cat=0
split_feature=160 483 479 16 159 479 160 3 12 159 13 1374 1373 484 50 1211 50 456 483 474 157 50 50 50 42 481 133 3 42 0
split_gain=5.92536e-08 1.23678e-07 9.22654e-08 6.93819e-07 8.52977e-08 8.12096e-08 7.54472e-08 2.55416e-07 3.27621e-07 3.72501e-07 4.26736e-07 9.45368e-08 1.40409e-07 1.05599e-07 9.50757e-08 5.18801e-07 1.8785e-07 1.69883e-07 2.1413e-07 4.62638e-07 2.98286e-07 1.80093e-07 4.62558e-07 2.14718e-07 2.51296e-07 1.53633e-07 1.36226e-07 1.42853e-07 1.93982e-07 1.82821e-07
threshold=0.62940000000000007 -0.47181499999999993 0.10061500000000002 -0.040964999999999994 0.14765500000000001 0.086465000000000014 0.10908000000000002 0.088060000000000013 0.090695000000000012 0.085850000000000024 -0.082014999999999991 0.11254500000000002 0.08789000000000001 -0.22288999999999995 0.096900000000000014 0.11048500000000001 0.094920000000000018 0.088285000000000016 0.087520000000000014 0.085630000000000012 -0.081579999999999986 0.11028 0.11375500000000001 0.102455 0.083995000000000014 -0.086484999999999992 -0.078539999999999985 -0.034684999999999994 0.096035000000000023 -0.08095999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 11 8 9 10 -8 12 13 -3 16 17 25 18 19 21 -20 23 -23 -16 -25 -15 -24 28 29 -28
right_child=-2 2 3 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 14 15 -17 -18 -19 20 -21 -22 22 26 24 -26 -27 27 -29 -30 -31
leaf_value=7.8742208506810128e-06 -5.2939800363154593e-06 5.9868847580629898e-06 7.6508180602384258e-06 -1.5034984804580227e-05 5.2766447417466672e-06 -6.1927232092698222e-06 -1.2089091333459342e-07 -1.1887927678838859e-05 -9.6465685736837694e-06 -7.8517067578331996e-06 1.9045146979936233e-05 6.8340999903392957e-06 -5.8590091626707037e-06 6.5717692892316603e-06 -3.5278315939043149e-06 1.6545331957538357e-05 -8.3929813037549922e-06 9.564797491066203e-06 1.5474600334073331e-05 -1.5668029691369158e-05 -1.3992774091258816e-06 -1.5179045666710327e-05 -5.9889808513756954e-06 1.6661759927956156e-05 2.1906438299386839e-06 -1.022373514988492e-07 6.5101251712868762e-06 -3.3521825144182943e-06 1.2418281436442738e-05 -5.6715695326271424e-06
leaf_weight=20 21 31 26 28 31 21 26 23 26 20 21 21 39 35 24 22 27 20 20 20 22 22 26 20 30 2374 28 33 22 22
leaf_count=20 21 31 26 28 31 21 26 23 26 20 21 21 39 35 24 22 27 20 20 20 22 22 26 20 30 2374 28 33 22 22
internal_value=0 3.58563e-08 -1.50422e-08 -4.11219e-06 5.80728e-08 4.05755e-09 4.78142e-08 -2.45226e-06 -1.1871e-07 3.57867e-06 8.44266e-06 1.49287e-07 9.98046e-08 1.82862e-07 1.17837e-07 1.70805e-06 -9.82389e-08 6.51671e-07 3.4846e-08 -1.0876e-06 6.6359e-06 1.97018e-07 -1.76185e-06 4.24712e-06 7.97909e-06 -5.27171e-09 4.91417e-07 2.09609e-06 4.59321e-06 1.15018e-06
internal_weight=0 3100 3080 54 3026 2995 2974 116 93 67 47 2858 2837 2798 2767 331 2436 309 289 247 42 227 153 74 50 2409 131 105 72 50
internal_count=3121 3100 3080 54 3026 2995 2974 116 93 67 47 2858 2837 2798 2767 331 2436 309 289 247 42 227 153 74 50 2409 131 105 72 50
is_linear=0
shrinkage=0.1


Tree=5876
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 39 9 8 33 15 9 1213 4 130 132 15 1203 46 46 1426 1426 52 1429 3 1 157 157 49 157 157 13
split_gain=5.79668e-08 1.62455e-06 8.31023e-07 3.559e-07 6.25593e-08 1.86706e-07 4.26223e-07 2.48275e-07 1.31355e-07 1.05847e-07 5.71625e-08 8.28706e-08 5.75797e-08 1.14082e-07 1.10895e-07 1.73581e-07 5.63322e-08 1.36029e-07 6.87096e-08 7.01213e-08 6.50017e-08 6.90238e-08 2.71256e-07 3.81593e-07 7.9407e-08 4.53621e-07 3.11447e-07 2.22665e-07 2.26313e-07 1.6109e-07
threshold=-0.083284999999999984 0.089480000000000018 0.12358500000000001 0.10022000000000002 -1.0000000180025095e-35 0.092235000000000011 0.089885000000000007 -0.018454999999999996 -0.0058549999999999991 0.082870000000000013 0.087530000000000011 -0.085719999999999977 0.11247000000000001 -0.26631499999999991 -0.09551999999999998 0.083975000000000008 0.10987500000000001 0.083550000000000013 -0.089244999999999977 -0.052649999999999995 0.62951500000000016 -0.012159999999999999 -0.082234999999999989 0.085475000000000009 -0.087424999999999989 -0.086394999999999986 0.0093850000000000027 -0.085474999999999982 -0.083699999999999983 0.086705000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 10 8 7 -7 -6 -2 16 11 -1 13 -13 -15 -16 17 18 -9 -20 21 22 -21 -24 26 -26 29 -27 -29 -23
right_child=2 -3 -4 -5 5 6 -8 9 -10 -11 -12 12 -14 14 15 -17 -18 -19 19 20 -22 24 23 -25 25 27 -28 28 -30 -31
leaf_value=-5.4971416383759123e-06 -4.7786817811570744e-07 2.8015305265615187e-05 -2.0432116216397844e-05 -1.3884257828067349e-05 1.1168162650392333e-05 -1.7406698125341793e-05 1.4396848693346934e-06 5.2956857398385186e-06 9.5811477530376239e-06 -5.92136784689501e-06 5.2218703945072778e-06 8.4271092061629004e-06 -2.6328670278766928e-06 -5.3238006112223957e-06 9.6530066522453648e-06 -2.6794635705300606e-06 5.3387772004498405e-06 -7.6456689108137806e-06 -4.8618070391528128e-06 1.2160596444395513e-05 -5.3303417866407637e-06 3.1491878733457053e-06 -9.1247546876089751e-06 8.0207337068713964e-06 1.3566372759669321e-05 -9.557818805205899e-06 -1.0261258381029216e-05 1.0715466014517006e-05 3.2608277423382612e-08 -7.0776520533399893e-06
leaf_weight=27 34 21 20 20 20 20 30 25 21 30 20 21 39 25 21 25 20 23 29 23 22 67 27 25 25 24 36 20 2341 20
leaf_count=27 34 21 20 20 20 20 30 25 21 30 20 21 39 25 21 25 20 23 29 23 22 67 27 25 25 24 36 20 2341 20
internal_value=0 1.56881e-06 -1.18384e-07 -1.23612e-06 2.25852e-08 -4.24004e-08 -6.09887e-06 6.66466e-08 3.36285e-06 -1.38867e-08 1.8502e-07 -4.52556e-07 5.87168e-07 1.95218e-06 3.70639e-08 2.95058e-06 5.1102e-08 1.20354e-08 7.76565e-08 2.85965e-08 8.25211e-08 1.28182e-07 3.11792e-06 -8.81731e-07 3.96582e-08 1.66148e-07 -2.43872e-06 2.56845e-08 1.23103e-07 7.9819e-07
internal_weight=0 219 2902 198 2882 2827 50 2777 55 2757 178 158 131 92 71 46 2727 2707 2684 2659 2630 2608 75 52 2533 2410 123 2385 2361 87
internal_count=3121 219 2902 198 2882 2827 50 2777 55 2757 178 158 131 92 71 46 2727 2707 2684 2659 2630 2608 75 52 2533 2410 123 2385 2361 87
is_linear=0
shrinkage=0.1


Tree=5877
num_leaves=31
num_cat=0
split_feature=394 3 130 130 46 44 1428 473 471 11 12 3 11 1 1 33 1 1 1 1374 1374 150 157 1 160 160 0 1210 1 1447
split_gain=6.93634e-08 4.65245e-07 6.40821e-08 1.6883e-07 5.72957e-08 1.96967e-07 9.49755e-08 1.68417e-07 7.56585e-08 7.2991e-08 4.27165e-07 1.91023e-07 1.18489e-07 8.80144e-08 2.1432e-06 1.59363e-06 8.29787e-07 6.1106e-07 5.63708e-07 2.91999e-07 2.65976e-07 2.98801e-07 8.28237e-07 2.42872e-07 2.39608e-07 5.88612e-07 2.57173e-07 2.25481e-07 2.77555e-07 1.56253e-07
threshold=0.013605000000000001 -0.083489999999999995 -0.22699999999999995 -0.11198999999999999 0.084955000000000017 0.10049500000000001 -0.071779999999999997 -0.072684999999999986 -0.081099999999999992 0.090070000000000025 0.10149500000000002 -0.15447499999999995 0.086080000000000018 0.091535000000000019 0.09202500000000001 -0.0066799999999999993 0.093100000000000002 0.094090000000000021 0.094715000000000008 -0.035729999999999991 0.089635000000000006 0.10699000000000002 -0.086394999999999986 0.091095000000000023 -0.55248999999999981 -0.54512499999999997 -0.23001499999999997 -0.42132499999999995 0.090405000000000013 -0.086359999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 -5 -8 -9 12 -11 -12 13 20 -15 -16 -17 -18 -19 -20 21 23 -23 24 -10 -26 -27 -28 29 -29
right_child=1 -3 3 4 5 -7 7 8 9 10 11 -13 -14 14 15 16 17 18 19 -21 -22 22 -24 -25 25 26 27 28 -30 -31
leaf_value=-5.7090600785159044e-06 1.019569256007009e-05 -7.5887180789398673e-06 8.9053150337089656e-06 -5.5654626123669006e-06 1.0893719231717115e-05 -2.1995600811216585e-06 9.0572903854990733e-06 -5.520934078399128e-06 -7.759005743045655e-06 1.1432539607834342e-05 -9.0280735548731169e-06 3.4828865350193709e-06 -6.145544267438351e-06 -3.1769916346423668e-05 2.7738492108255744e-05 -1.567668261941435e-05 1.3610109547720816e-05 -1.5795684354695065e-05 1.1401868981747179e-05 -5.6552230686739736e-07 9.5994003459054518e-06 7.3209829975973623e-06 -1.755726330170404e-05 1.1286231338090148e-05 1.7014358287442954e-05 1.1447865545051173e-05 1.0342593495373703e-05 4.8972856366337794e-06 -9.4590691259650013e-06 -1.0288811497006762e-07
leaf_weight=20 38 24 21 32 20 27 20 26 37 34 26 23 33 22 20 36 31 24 21 700 30 23 32 20 21 20 21 65 31 1623
leaf_count=20 38 24 21 32 20 27 20 26 37 34 26 23 33 22 20 36 31 24 21 700 30 23 32 20 21 20 21 65 31 1623
internal_value=0 3.3114e-06 -6.71145e-08 -2.99842e-08 -9.21582e-08 3.37205e-06 -1.46961e-07 -8.79636e-08 -1.50624e-07 -1.0236e-07 2.82027e-06 -3.15558e-06 -1.88687e-07 -1.17899e-07 -9.62691e-07 -1.48077e-07 -8.34938e-07 -1.46404e-07 -7.18823e-07 -2.16958e-07 2.57271e-07 1.09218e-07 -7.15363e-06 3.2655e-07 2.05982e-07 3.71453e-07 1.72873e-07 4.32756e-08 -8.25451e-08 8.96541e-08
internal_weight=0 62 3059 3039 3018 47 2971 2939 2919 2893 83 49 2810 2777 854 832 812 776 745 721 1923 1893 55 1838 1818 1781 1760 1740 1719 1688
internal_count=3121 62 3059 3039 3018 47 2971 2939 2919 2893 83 49 2810 2777 854 832 812 776 745 721 1923 1893 55 1838 1818 1781 1760 1740 1719 1688
is_linear=0
shrinkage=0.1


Tree=5878
num_leaves=31
num_cat=0
split_feature=156 475 45 47 47 47 47 43 475 475 394 128 128 1185 47 47 4 47 0 129 129 129 129 42 3 13 10 13 0 13
split_gain=5.95633e-08 1.01403e-07 5.85478e-08 6.30027e-08 6.99053e-07 6.47866e-07 1.01826e-07 3.01804e-07 1.15918e-07 1.14519e-07 9.37063e-08 9.10355e-08 1.43322e-07 2.10294e-07 8.79019e-08 7.82638e-08 1.83884e-07 1.44782e-07 9.21685e-08 7.79954e-08 1.76571e-07 1.3939e-07 2.49953e-07 2.22349e-07 2.06413e-07 1.49357e-07 4.92197e-07 5.31377e-07 1.83609e-07 1.54577e-07
threshold=0.3248100000000001 0.13528000000000004 0.10041000000000001 0.094460000000000002 0.096770000000000009 0.091680000000000011 0.085505000000000012 -0.079109999999999986 0.061570000000000007 0.027870000000000002 0.264685 0.11787500000000002 0.10773500000000001 0.093750000000000014 0.079365000000000005 0.10843500000000002 0.053180000000000012 0.11170500000000001 -0.091354999999999978 0.093120000000000022 0.090540000000000023 0.085790000000000019 0.080675000000000011 -0.12099999999999998 -0.094874999999999987 0.24813000000000004 -0.38124499999999995 0.23074000000000003 -0.077639999999999987 0.11217000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 8 -8 9 10 11 12 13 14 19 16 18 -17 -6 20 21 22 23 -1 -23 26 -25 29 -27 -28
right_child=-2 -3 -4 4 15 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 24 -24 25 -26 28 27 -29 -30 -31
leaf_value=9.1645929142732027e-06 -5.0701333333089007e-06 6.9629373380545688e-06 4.1170777395189582e-06 -1.8593785490462655e-05 -5.4672839769978053e-06 1.7183796882653206e-05 3.8076933547186115e-06 -1.03536932837254e-05 -5.4371142380803489e-06 7.663915157536394e-06 6.2877821771204864e-06 -5.2903118884728433e-06 7.6111406051495577e-06 -1.0211246544713504e-05 5.0600434432063982e-06 -8.5671779620118595e-06 8.8696580315501774e-06 -1.7370992488046918e-07 2.0478832142389173e-06 2.5918173001063644e-06 -8.3043065177872249e-06 1.1923138341292846e-05 -1.0083928842504975e-05 1.2484813809380518e-05 -2.6518194065409154e-07 5.8277764765080069e-07 -1.8852957358031563e-07 -1.603542210172496e-05 -1.2967455382977278e-05 5.1824077912566617e-06
leaf_weight=26 23 21 34 22 25 22 27 34 38 20 24 32 25 20 35 24 29 143 47 112 26 24 25 31 33 20 2083 21 20 55
leaf_count=26 23 21 34 22 25 22 27 34 38 20 24 32 25 20 35 24 29 143 47 112 26 24 25 31 33 20 2083 21 20 55
internal_value=0 3.76419e-08 -9.62209e-09 -5.57305e-08 -1.45768e-06 9.19505e-08 -4.57355e-08 -4.08554e-06 4.65596e-08 1.25731e-07 6.80115e-08 1.0332e-08 7.66938e-08 2.27215e-09 8.36224e-08 -5.09862e-08 2.14642e-06 -1.37996e-06 -5.6155e-07 1.32771e-08 -1.08887e-07 -1.77491e-08 -1.39808e-07 -2.96115e-08 4.86674e-06 -1.36808e-07 -2.62052e-08 -2.05845e-07 -6.19234e-06 -5.03623e-08
internal_weight=0 3098 3077 3043 290 2753 2731 61 2670 2632 2612 2588 2556 2531 2511 268 101 167 72 2476 2364 2338 2281 2256 57 2230 2190 2159 40 2138
internal_count=3121 3098 3077 3043 290 2753 2731 61 2670 2632 2612 2588 2556 2531 2511 268 101 167 72 2476 2364 2338 2281 2256 57 2230 2190 2159 40 2138
is_linear=0
shrinkage=0.1


Tree=5879
num_leaves=31
num_cat=0
split_feature=130 1 1132 1429 156 1425 3 158 3 2 50 3 1 1 47 150 48 15 1374 52 1456 1446 479 15 15 43 1 1 15 0
split_gain=6.02018e-08 1.16111e-07 6.34222e-08 5.71145e-08 1.59216e-07 7.73658e-08 6.01693e-08 3.29063e-07 2.42112e-07 1.53859e-07 1.37854e-07 2.30483e-07 2.91568e-07 3.94511e-07 1.99436e-07 1.9797e-07 1.18291e-07 1.21247e-07 1.14731e-07 1.09177e-07 2.26074e-07 1.59097e-07 1.88732e-07 1.05264e-07 5.7975e-07 1.4025e-06 3.83751e-07 3.80334e-06 1.71623e-06 2.17768e-07
threshold=-0.23123999999999997 0.16540500000000002 -0.078654999999999989 -0.23752499999999996 0.32523500000000005 0.10129000000000002 0.097915000000000016 -0.47382999999999992 0.10732000000000001 0.099185000000000009 0.091320000000000012 0.11296500000000002 0.11103500000000001 0.10471500000000002 0.12958500000000003 0.099590000000000026 0.09111000000000001 -0.14147499999999996 0.093235000000000012 0.5140450000000002 -0.011624999999999998 -0.09143999999999998 0.11327500000000001 -0.10203999999999998 -0.096999999999999989 -0.0011349999999999999 0.092695000000000013 0.097115000000000021 -0.10653 -0.14794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 9 -8 11 -10 13 -13 -12 16 17 -14 19 21 -21 -9 23 26 25 -25 28 -28 -23 -26
right_child=1 -3 3 4 -6 -7 8 18 10 -11 14 12 15 -15 -16 -17 -18 -19 -20 20 -22 22 -24 24 29 -27 27 -29 -30 -31
leaf_value=5.0972314926659004e-06 -5.5933389239726244e-06 -6.5669701244688535e-06 -5.0204530535583306e-06 -1.2848309775108645e-05 8.9860482643189246e-06 -5.6208498425765666e-06 2.6957319071450253e-06 -8.6668145914223898e-06 -8.9215226859096228e-06 1.4814517562626861e-05 -1.1846210002529136e-05 1.6735975350457012e-06 2.6805434179715864e-06 1.8440014525328046e-05 2.106843239744194e-06 -6.6925161432404181e-06 7.058504627366347e-06 -6.4116639888115145e-06 -5.3574750123831252e-06 -1.876878534610362e-06 9.6600238378284438e-06 1.5987657620444903e-06 9.7490447925707732e-06 4.822954003800449e-06 4.3523261229825882e-06 -2.840079122474748e-05 4.5907691769571103e-05 -9.3515165234669482e-09 -2.9461091694997777e-05 -2.5903455967425959e-07
leaf_weight=23 20 27 22 20 20 24 22 21 20 20 21 36 44 23 20 35 32 22 39 33 35 161 20 27 108 24 20 184 20 1978
leaf_count=23 20 27 22 20 20 24 22 21 20 20 21 36 44 23 20 35 32 22 39 33 35 161 20 27 108 24 20 184 20 1978
internal_value=0 -3.78478e-08 1.95557e-08 5.63495e-08 9.3223e-08 3.41148e-08 7.95819e-08 -6.90973e-08 1.43533e-06 8.46658e-06 2.68092e-07 1.29463e-06 2.35881e-06 8.20966e-06 -5.03984e-06 -2.36681e-07 2.06897e-06 -3.50192e-07 2.66271e-08 1.06437e-07 4.06123e-06 1.51074e-09 7.31216e-08 -3.61053e-09 -2.77828e-07 -1.08117e-05 1.51847e-06 4.49232e-06 -1.83326e-06 -2.02872e-08
internal_weight=0 3098 3071 3051 3029 3009 2985 2690 295 42 253 212 192 59 41 133 98 66 2670 2631 68 2563 2542 2522 2137 51 385 204 181 2086
internal_count=3121 3098 3071 3051 3029 3009 2985 2690 295 42 253 212 192 59 41 133 98 66 2670 2631 68 2563 2542 2522 2137 51 385 204 181 2086
is_linear=0
shrinkage=0.1


Tree=5880
num_leaves=31
num_cat=0
split_feature=156 1428 1213 1211 1211 1211 1211 1212 1186 1185 42 42 2 42 42 1447 480 2 12 1447 1455 1453 51 132 457 4 0 4 4 4
split_gain=6.44451e-08 8.86931e-08 5.72607e-08 5.88086e-08 1.34602e-07 1.04495e-07 8.52972e-08 2.15887e-07 9.40407e-08 1.23001e-07 6.5176e-08 1.29172e-06 1.56288e-06 7.66339e-07 5.40718e-07 2.94182e-07 2.94744e-07 1.02198e-06 4.99498e-07 2.31995e-07 2.80998e-07 3.02198e-07 2.75549e-07 2.64033e-07 2.31551e-07 2.22428e-07 3.79474e-07 3.76808e-07 4.04936e-07 4.70406e-07
threshold=0.3248100000000001 0.10668500000000002 0.51370000000000016 0.11986000000000001 0.11301500000000002 0.10406000000000001 0.087635000000000005 0.092360000000000012 -0.095479999999999982 -0.083264999999999992 0.086950000000000013 0.087505000000000013 0.08708500000000001 0.086730000000000015 0.087745000000000004 -0.086359999999999978 0.087510000000000018 0.092875000000000013 0.097325000000000009 -0.082229999999999984 -0.08045999999999999 -0.0067199999999999994 -0.44986999999999994 0.082150000000000015 -0.080669999999999978 -0.082594999999999988 -0.079119999999999982 -0.081714999999999996 -0.080744999999999997 -0.078439999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 -1 -10 13 12 -12 -11 -13 -16 19 -18 -19 -17 -21 -22 -23 24 -24 26 -26 -27 -29 -30
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 10 11 14 -14 -15 15 16 17 18 -20 20 21 22 23 -25 25 27 -28 28 29 -31
leaf_value=-5.6296977838125415e-06 -5.2738101420919013e-06 6.6769488344675667e-06 5.3293490509531694e-06 -4.2374813395354348e-06 8.1834991385676405e-06 -5.919777365003635e-06 9.329521147323719e-06 -3.802280813639906e-06 7.8131722193575116e-06 -1.9060621100593622e-07 3.6184988907321399e-05 -1.3455936114041832e-05 1.0942610515485285e-06 -1.9402218653600097e-05 1.1610381392818618e-05 8.6908154874739317e-06 -1.8122409034510161e-05 1.4616420744657617e-05 -6.4600476207488105e-06 -1.0090594362456894e-05 1.0493383499500664e-05 -1.1491034156279058e-05 9.2658165854686572e-06 -6.1836172855172274e-06 -2.0173631394999787e-06 -1.3178954655554014e-05 1.4759938796617332e-05 1.4088280065715524e-05 -1.0226394182869368e-05 8.0003418084537707e-07
leaf_weight=30 23 20 20 33 20 30 31 21 20 1841 22 30 30 21 22 33 37 23 22 26 29 20 32 56 26 21 28 21 42 491
leaf_count=30 23 20 20 33 20 30 31 21 20 1841 22 30 30 21 22 33 37 23 22 26 29 20 32 56 26 21 28 21 42 491
internal_value=0 3.9158e-08 -3.9725e-09 -3.88536e-08 6.94961e-09 -4.747e-08 1.17465e-08 4.02629e-06 -5.9672e-08 -1.91166e-09 -5.63153e-08 5.90068e-07 1.59403e-05 -4.07279e-07 -2.42272e-07 1.84434e-07 -9.27113e-08 -5.81064e-06 4.31237e-06 4.75616e-07 1.33316e-07 4.80342e-07 8.63416e-08 4.09281e-07 9.67832e-07 5.45677e-07 6.68198e-06 -3.06016e-08 4.67802e-07 -6.88401e-08
internal_weight=0 3098 3078 3058 3025 3005 2975 52 2923 2893 2873 1011 52 1862 959 929 907 82 45 825 792 766 737 717 661 629 54 575 554 533
internal_count=3121 3098 3078 3058 3025 3005 2975 52 2923 2893 2873 1011 52 1862 959 929 907 82 45 825 792 766 737 717 661 629 54 575 554 533
is_linear=0
shrinkage=0.1


Tree=5881
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 13 16 15 1204 0 10 0 15 1 11 4 13 1 4 157 471 474 97 10 9 2 12 12 0 12 12
split_gain=5.83404e-08 1.55123e-06 8.44879e-07 2.085e-07 7.01676e-08 1.04547e-07 1.40286e-07 9.07432e-08 1.68089e-07 5.73344e-08 8.86976e-07 7.18592e-07 3.0832e-07 1.09045e-07 6.33898e-08 1.82572e-07 1.36022e-07 1.06122e-07 3.4824e-07 3.12506e-07 1.37632e-07 8.92456e-08 1.61779e-07 9.02492e-08 1.73209e-07 6.68947e-08 5.1132e-07 5.81072e-07 4.35495e-07 3.41459e-07
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.087075000000000014 -0.052719999999999996 -0.095094999999999985 -0.084564999999999987 -0.0030749999999999996 -0.073309999999999986 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 0.10022000000000002 -1.0000000180025095e-35 -0.50940999999999981 -0.055129999999999992 0.080000000000000016 -0.50052499999999989 -0.00078499999999999989 -0.085064999999999988 -0.25711499999999993 -0.079444999999999988 0.11294000000000003 0.088235000000000022 -1.0000000180025095e-35 0.085355000000000014 0.085635000000000003 -0.086409999999999987 0.085250000000000006 0.085955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 -7 -8 -9 10 -4 -12 -13 -11 15 -15 -17 18 -16 -19 -21 -22 23 24 -23 28 27 -27 -26 -28
right_child=2 -3 9 -5 5 6 7 8 -10 13 11 12 -14 14 17 16 -18 19 -20 20 21 22 -24 -25 25 26 29 -29 -30 -31
leaf_value=5.1424709454295231e-06 -1.9641175576494292e-05 2.6758614554141371e-05 -1.9295467130101921e-05 -9.7718949473346593e-06 -7.1562595807832132e-06 7.7776050429314467e-06 2.4430241237063286e-06 -7.6421149526886904e-06 2.8619565418921414e-06 7.3015091792123197e-06 1.3354630995207927e-05 -1.4667795869627299e-05 6.036393940051382e-07 -1.0710182531121454e-05 1.1915505544085795e-05 5.8012773770315107e-06 -3.6016008266415158e-06 -1.2386816670186818e-05 -4.5614882757807054e-06 8.0373286767677527e-06 -5.2390105162386691e-06 8.2557573827776097e-06 7.4590837715978375e-06 -5.474432142669873e-06 -2.9063239113806382e-07 -4.3924135411543836e-07 -9.7500213571610109e-06 2.3666189358664271e-05 -1.4858691402185375e-05 3.8814527613251889e-07
leaf_weight=23 22 22 24 25 22 21 42 39 25 21 36 20 39 21 29 25 40 20 23 22 31 26 30 29 898 20 34 20 21 1451
leaf_count=23 22 22 24 25 22 21 42 39 25 21 36 20 39 21 29 25 40 20 23 22 31 26 30 29 898 20 34 20 21 1451
internal_value=0 1.57386e-06 -1.18769e-07 -1.23866e-06 1.64111e-09 -7.9191e-07 3.10576e-07 -1.16874e-06 -3.53896e-06 3.03606e-08 -2.11881e-06 2.22056e-06 -4.57312e-06 1.22991e-07 6.79728e-08 -2.60402e-06 1.48908e-08 1.54556e-07 4.6276e-06 6.51637e-08 1.61616e-07 9.3934e-08 1.59304e-07 7.16718e-08 1.36788e-07 5.0416e-08 4.56549e-07 1.16135e-05 -6.23526e-07 1.56026e-07
internal_weight=0 219 2902 197 172 149 127 106 64 2880 119 95 59 2761 2740 86 65 2654 52 2602 2582 2560 2529 2499 2470 2444 1525 40 919 1485
internal_count=3121 219 2902 197 172 149 127 106 64 2880 119 95 59 2761 2740 86 65 2654 52 2602 2582 2560 2529 2499 2470 2444 1525 40 919 1485
is_linear=0
shrinkage=0.1


Tree=5882
num_leaves=31
num_cat=0
split_feature=132 1185 1203 39 33 2 47 9 16 47 47 47 41 12 12 12 0 12 0 12 52 12 12 13 12 0 12 16 15 43
split_gain=5.63138e-08 4.52006e-07 2.06914e-07 5.82049e-08 2.57112e-07 1.27106e-07 7.69486e-08 5.07125e-07 1.35749e-06 5.05215e-07 1.67455e-07 1.09715e-07 8.62033e-08 2.6945e-07 1.19583e-07 4.0013e-07 3.96961e-07 3.51485e-07 5.76711e-07 2.70365e-07 8.22427e-07 2.53446e-07 2.5151e-07 3.53446e-07 3.01231e-07 2.20688e-07 2.10699e-07 5.31818e-07 2.26491e-07 1.88229e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -1.0000000180025095e-35 -0.012019999999999998 0.097605000000000011 0.094160000000000008 0.088235000000000022 -0.088704999999999992 0.096850000000000006 0.09055500000000001 0.087885000000000019 0.086565000000000017 0.087075000000000014 0.085325000000000012 0.085635000000000003 -0.086234999999999992 0.08493500000000001 -0.086729999999999988 0.086305000000000007 0.086450000000000013 0.084795000000000023 0.086850000000000024 -0.083764999999999992 0.087215000000000015 -0.084509999999999988 0.087695000000000009 -0.018494999999999998 0.085465000000000013 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -3 7 10 -9 -8 11 12 14 -14 17 16 -16 21 -19 20 -17 29 23 -21 25 -24 27 28 -26 -6
right_child=1 3 -4 4 6 -7 9 8 -10 -11 -12 -13 13 -15 15 19 -18 18 -20 22 -22 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=-3.7515551540993855e-07 1.4735418014987816e-05 9.5922201467146809e-06 -9.5710064873141432e-06 -9.7635230775739304e-06 -3.8046902910368974e-07 -4.0120880644930634e-07 1.5481958513922459e-05 3.0989569378077923e-06 -3.0317245789319715e-05 3.2557373212028901e-07 8.2117910934869081e-06 -6.1284722662470633e-06 1.0250993509165104e-05 -4.3193254124415402e-06 9.2318604553535499e-07 8.8362652639681564e-07 1.8598672788054198e-05 -7.0294979202640908e-07 -2.2223097503228927e-05 1.6922869235713733e-05 -2.2977895660005743e-05 9.9219699262428803e-06 -1.5732444462628338e-05 1.3390852557698286e-06 5.6957855235850735e-06 -8.768648331169971e-07 2.0258361053622662e-07 -7.4213412779045026e-06 2.0104699187868392e-05 -7.3265361256221285e-06
leaf_weight=194 21 20 28 27 805 35 24 31 20 263 25 29 30 22 27 52 24 33 20 22 20 23 20 43 24 20 1138 20 20 41
leaf_count=194 21 20 28 27 805 35 24 31 20 263 25 29 30 22 27 52 24 33 20 22 20 23 20 43 24 20 1138 20 20 41
internal_value=0 1.17554e-07 -1.53499e-06 1.08914e-08 -5.18798e-08 3.23277e-06 4.19022e-08 -1.35526e-07 -1.00054e-05 1.59301e-06 6.92607e-08 -1.44069e-08 5.93485e-08 4.08663e-06 -2.969e-08 5.42859e-07 9.24106e-06 -9.177e-07 -8.82376e-06 2.21171e-07 -5.74457e-06 -4.35512e-07 5.49812e-07 6.6136e-06 2.32464e-07 -8.30465e-06 5.16561e-07 6.09947e-06 1.22453e-05 -7.17099e-07
internal_weight=0 2899 222 2878 2823 55 2796 2509 51 287 2458 2433 2404 52 2352 1430 51 922 53 1379 72 869 1307 65 1242 40 1202 64 44 846
internal_count=3121 2899 222 2878 2823 55 2796 2509 51 287 2458 2433 2404 52 2352 1430 51 922 53 1379 72 869 1307 65 1242 40 1202 64 44 846
is_linear=0
shrinkage=0.1


Tree=5883
num_leaves=31
num_cat=0
split_feature=47 2 47 376 9 10 132 1203 1185 1 1365 12 12 133 12 52 1212 12 1210 16 49 13 12 13 13 3 13 4 52 12
split_gain=6.37505e-08 6.10089e-07 2.50793e-07 9.33566e-08 8.64187e-08 3.02951e-07 9.16372e-08 1.82354e-06 8.36064e-07 2.75492e-07 7.46035e-08 9.0137e-08 4.20878e-07 3.95167e-07 3.87806e-07 2.77389e-07 2.67517e-07 4.82328e-07 8.43358e-07 5.13094e-07 9.03432e-07 1.13578e-06 4.21252e-07 2.49803e-07 5.71922e-07 5.08809e-07 4.0395e-07 2.23674e-07 2.82915e-07 3.18558e-07
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.049360000000000008 0.08925000000000001 0.053330000000000009 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.088135000000000005 0.085025000000000017 0.086420000000000011 0.086850000000000024 0.039215000000000007 0.087215000000000015 0.084240000000000023 -0.08867499999999999 0.08493500000000001 -0.063274999999999984 -0.078464999999999993 0.08610000000000001 -0.083764999999999992 0.084735000000000019 -0.097224999999999992 -0.093219999999999983 -0.047929999999999993 -0.13710499999999998 -0.50052499999999989 -0.53299999999999992 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 6 -6 7 9 -8 -1 11 16 13 -13 15 -14 -10 22 -19 -20 21 -21 -18 26 -25 27 -16 -26 -29 -30
right_child=1 3 -4 -5 5 -7 8 -9 10 -11 -12 12 14 -15 23 -17 17 18 19 20 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=4.1626265452837035e-07 -1.8237200197290804e-05 -6.8661978458033531e-07 1.0792397411436964e-05 6.2118076324882824e-06 1.3165452589253784e-05 -1.5800079884349161e-06 -2.0534492664410211e-05 3.0666250117974415e-05 8.1487967084588786e-06 -1.0955996562188375e-05 5.0356570509706978e-06 1.894272396317252e-06 -1.7047826428428049e-05 2.0439940344658682e-05 8.156332936638277e-07 -7.7576053627126393e-07 -4.7875450735418377e-07 -2.4592677462870986e-05 4.4116076681786711e-06 -2.9710433800236962e-05 7.6462707056634833e-06 -3.6568251909391787e-06 1.1199194696587256e-05 -1.5216141560851308e-05 7.7495090977208754e-06 -1.503395826494809e-05 1.4540803601903464e-05 -5.2870407185809545e-06 9.1780716569577308e-06 4.7074588631185356e-07
leaf_weight=144 20 298 22 21 22 38 20 20 33 25 29 27 22 20 65 20 890 21 56 27 28 44 32 24 43 21 32 81 44 932
leaf_count=144 20 298 22 21 22 38 20 20 33 25 29 27 22 20 65 20 890 21 56 27 28 44 32 24 43 21 32 81 44 932
internal_value=0 -1.29472e-06 1.57765e-07 -2.32491e-07 7.29957e-08 3.82666e-06 -1.04191e-08 2.11305e-06 -1.7025e-07 -1.26602e-06 -6.74771e-09 -6.61424e-08 4.91621e-07 9.78605e-06 1.51404e-07 -9.29922e-06 -7.22537e-07 -9.89162e-07 -5.78626e-06 -3.2383e-06 -7.56552e-06 -1.35645e-05 -7.34461e-08 4.70991e-07 5.82082e-08 3.85224e-07 5.34352e-06 6.7959e-07 3.91977e-07 8.63289e-07
internal_weight=0 339 2782 319 2760 60 2700 189 2511 169 2491 2462 1331 47 1284 42 1131 1098 176 155 99 71 922 1242 1145 1121 97 1100 1057 976
internal_count=3121 339 2782 319 2760 60 2700 189 2511 169 2491 2462 1331 47 1284 42 1131 1098 176 155 99 71 922 1242 1145 1121 97 1100 1057 976
is_linear=0
shrinkage=0.1


Tree=5884
num_leaves=31
num_cat=0
split_feature=132 1185 1203 10 0 34 9 9 1455 484 16 1455 482 12 4 3 1455 482 482 3 1 13 148 148 3 150 159 3 14 46
split_gain=5.78777e-08 4.764e-07 2.67251e-07 5.95128e-08 2.99785e-07 3.68267e-07 2.51684e-07 1.11677e-07 5.61039e-08 2.08775e-07 1.43367e-07 9.97476e-08 8.22503e-08 4.16682e-07 2.17853e-07 1.80975e-07 1.46847e-07 1.27685e-07 9.03096e-08 8.19374e-08 9.09589e-08 7.74811e-08 7.33552e-08 1.37947e-07 1.24996e-07 3.108e-07 2.65199e-07 2.03008e-07 1.3079e-07 3.18741e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.0036750000000000007 -0.080119999999999983 -0.010024999999999997 0.091600000000000015 0.085355000000000014 -0.092919999999999989 0.065750000000000017 -0.013024999999999998 -0.088559999999999986 0.090355000000000005 0.094225000000000017 0.62931500000000018 -0.082284999999999983 -0.065979999999999983 0.097415000000000015 -1.0000000180025095e-35 0.32202000000000003 0.13927000000000003 -0.013304999999999999 -0.10069499999999999 -0.084449999999999983 0.11658 0.11117000000000002 0.083335000000000006 0.10732000000000001 -0.31455999999999995 0.083550000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -6 7 8 9 -3 -11 -10 14 15 16 -14 -13 -17 -18 20 22 -22 -20 -24 27 26 -26 28 -25 -30
right_child=1 3 -4 4 5 -7 -8 -9 11 10 -12 12 13 -15 -16 17 18 -19 19 -21 21 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-2.3802733299892203e-07 1.512630251021446e-05 1.0834019538854343e-05 -1.0688990175822256e-05 1.2057321623615281e-05 -1.1404072640950539e-05 5.1069255472871846e-06 -1.0721459412624509e-05 7.2815164236046617e-06 -6.9775106561835506e-06 5.185141293395646e-06 -5.6023059885644346e-06 -8.0466468242103367e-06 4.616780650008657e-06 1.225611504862556e-05 -1.0320284205330869e-05 8.5754220151557099e-07 5.4340488691195791e-06 -9.2453440660831589e-06 4.6134909718437654e-06 4.2933947057798878e-06 -8.2934696147276559e-06 -7.5559971795276706e-07 -7.5228555433568548e-06 6.2387886885062478e-06 4.0500699844201071e-06 1.4493898088403514e-05 -7.824260158556102e-06 -8.2569794695671358e-06 -8.3378571420990212e-08 -1.276700822472776e-05
leaf_weight=194 21 22 28 24 22 35 22 21 21 22 28 23 33 32 21 22 30 29 33 42 25 30 25 32 68 20 26 31 2119 20
leaf_count=194 21 22 28 24 22 35 22 21 21 22 28 23 33 32 21 22 30 29 33 42 25 30 25 32 68 20 26 31 2119 20
internal_value=0 1.19169e-07 -1.55617e-06 9.66631e-09 2.68183e-06 -1.26574e-06 -6.77186e-08 1.67435e-08 -3.86524e-08 2.71607e-06 -8.55829e-07 -1.12605e-07 -5.84284e-08 2.54569e-06 -1.77123e-07 -1.15352e-06 -9.27307e-08 -4.88724e-06 -1.95839e-08 -8.57956e-08 -1.61516e-07 -4.1819e-06 -6.83735e-08 -1.34372e-07 -5.46168e-08 3.17414e-06 7.65681e-07 -2.21773e-07 -1.07037e-07 -2.01973e-07
internal_weight=0 2899 222 2878 81 57 2797 2775 2754 72 50 2682 2661 116 2545 84 2524 51 2501 2471 2429 55 2374 2341 2316 114 94 2202 2171 2139
internal_count=3121 2899 222 2878 81 57 2797 2775 2754 72 50 2682 2661 116 2545 84 2524 51 2501 2471 2429 55 2374 2341 2316 114 94 2202 2171 2139
is_linear=0
shrinkage=0.1


Tree=5885
num_leaves=31
num_cat=0
split_feature=448 1348 148 4 43 3 0 1 120 1 10 15 9 39 9 4 157 471 4 52 45 47 3 9 39 47 1375 1374 0 0
split_gain=6.0487e-08 1.47275e-07 6.34127e-08 6.17278e-08 1.73152e-07 4.1133e-07 8.47754e-08 7.48193e-08 2.07782e-07 1.90349e-07 1.04482e-07 2.76387e-07 2.13839e-07 9.54486e-08 8.80269e-08 7.66274e-08 2.96891e-07 2.43384e-07 1.86723e-07 1.71404e-07 8.57944e-08 8.68068e-08 3.47072e-07 2.69526e-07 6.235e-07 1.72488e-07 1.02974e-07 1.79208e-07 9.99481e-08 6.4179e-07
threshold=0.068920000000000023 0.091105000000000005 -0.088884999999999978 -0.50940999999999981 -0.018859999999999998 0.083060000000000009 0.16094000000000003 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 0.0036750000000000007 -0.099734999999999976 0.091600000000000015 0.087880000000000014 0.085355000000000014 -0.50052499999999989 -0.00078499999999999989 -0.085064999999999988 -0.37944499999999992 0.024145000000000003 0.094030000000000016 0.092165000000000011 -0.0037349999999999996 -0.013509999999999999 0.087690000000000004 0.089640000000000011 -0.22285999999999997 -0.096434999999999979 -0.070499999999999993 -0.069824999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 8 9 10 12 13 14 -12 15 16 -5 -17 19 -19 21 23 -23 24 -20 26 -25 -28 -29 -30
right_child=-2 -3 3 6 5 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 17 -18 18 20 -21 -22 22 -24 25 -26 -27 27 28 29 -31
leaf_value=-4.3927387513108306e-06 -5.4817523050587628e-06 7.0079314165620122e-06 2.2299021921065927e-06 1.0539516313593627e-05 -1.6727480818768858e-05 1.6929529861213439e-06 -5.4843304025308941e-06 5.4853835009155849e-06 -7.6744314743764877e-06 9.6749433201434195e-06 4.5576062413082195e-06 1.3861054787867035e-05 -1.0025668521371873e-05 -4.7671493081472128e-06 6.5533641515815227e-06 -1.1009038526026417e-05 -4.8658836858935091e-06 1.5800440875151452e-06 2.046544925092132e-05 1.2891392154978393e-05 -6.141738537695821e-06 -1.8514123171791153e-07 -1.044239166404646e-05 5.3492178341076474e-06 -2.9077051168542311e-06 -8.7804717374886181e-06 -9.1640511441038978e-06 4.1438091806112786e-07 -1.5947023588783591e-05 -1.7810222040927991e-07
leaf_weight=33 20 30 41 29 22 27 27 26 34 21 21 20 21 23 21 20 22 37 21 21 23 214 39 37 25 22 21 1845 28 330
leaf_count=33 20 30 41 29 22 27 27 26 34 21 21 20 21 23 21 20 22 37 21 21 23 214 39 37 25 22 21 1845 28 330
internal_value=0 3.53614e-08 -3.27522e-08 1.46077e-08 -2.56521e-06 -6.57745e-06 9.33674e-08 1.44924e-07 9.69617e-08 1.89317e-07 1.19176e-07 4.11385e-06 2.70802e-08 -3.16698e-07 1.03707e-07 5.41671e-08 3.89405e-06 -1.88235e-08 6.37166e-08 5.67553e-06 -6.12298e-08 -7.06572e-09 -1.7663e-06 1.8404e-07 7.76265e-06 3.13395e-08 1.1708e-07 3.00348e-08 1.17677e-07 -1.41143e-06
internal_weight=0 3101 3071 3038 90 49 2948 2921 2895 2861 2840 64 2776 44 2755 2734 51 2683 2663 58 2605 2582 253 2329 46 2283 2261 2224 2203 358
internal_count=3121 3101 3071 3038 90 49 2948 2921 2895 2861 2840 64 2776 44 2755 2734 51 2683 2663 58 2605 2582 253 2329 46 2283 2261 2224 2203 358
is_linear=0
shrinkage=0.1


Tree=5886
num_leaves=31
num_cat=0
split_feature=367 120 130 9 10 34 11 3 1 45 1429 156 11 12 475 132 50 393 1203 133 43 0 13 52 0 13 0 133 133 43
split_gain=5.51195e-08 8.15175e-08 1.20787e-07 7.59329e-08 1.77079e-07 2.80469e-07 1.44855e-07 1.19402e-07 9.40691e-08 8.08488e-08 1.28823e-07 2.06048e-07 1.04119e-07 2.51728e-07 1.64009e-07 7.71262e-08 1.63111e-06 7.69545e-07 3.58041e-07 6.72369e-08 1.58972e-07 4.58319e-07 1.41477e-07 3.41582e-07 2.37695e-07 2.19386e-07 2.10557e-07 2.04348e-07 2.20321e-07 4.11283e-07
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.22461999999999996 0.092410000000000006 0.053330000000000009 -0.028109999999999996 -1.0000000180025095e-35 -0.014944999999999998 0.15799000000000005 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.095720000000000013 0.10742000000000002 0.093020000000000005 -0.083284999999999984 0.097510000000000013 0.12679500000000002 0.089480000000000018 -0.22627999999999995 0.084740000000000024 -0.097274999999999986 -0.097224999999999992 0.11434500000000002 -0.075934999999999989 -0.093219999999999983 -0.11013499999999998 -0.14868999999999996 -0.097509999999999986 -0.011694999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 -5 9 10 -8 12 14 -14 15 16 18 19 -12 -17 22 -22 23 24 26 -24 -21 -27 29 -29
right_child=1 -3 3 7 5 -7 8 -9 -10 -11 11 -13 13 -15 -16 17 -18 -19 -20 20 21 -23 25 -25 -26 27 -28 28 -30 -31
leaf_value=3.785302945103515e-06 7.2144186620077919e-06 -6.4101728139576161e-06 8.0504507619397465e-06 -7.051756925749134e-07 -1.4722589289054408e-05 1.8240592953588932e-06 -8.1020318975788535e-06 9.0997472833133429e-06 -6.329286573721523e-06 4.4795517985617973e-06 3.4838956967233551e-07 1.0066148861369584e-05 -1.2173709444101881e-05 2.9695285688614515e-06 8.1874474305484082e-06 2.1899405111965706e-06 2.8877889208160922e-05 -1.9803263257927027e-05 -1.382385097713268e-05 6.2604487752918539e-07 -1.6896563726153216e-05 -2.612863145666562e-07 -6.2461547842455429e-06 1.2813886702848063e-05 -7.0111574880302813e-06 -9.4873126489920153e-06 1.1411112443412372e-05 1.5467016727108366e-05 -2.1726888320964916e-07 2.0384740930074425e-07
leaf_weight=38 23 20 22 27 21 20 20 23 24 39 164 20 23 21 24 121 20 20 20 85 22 67 60 28 31 23 23 26 1991 55
leaf_count=38 23 20 22 27 21 20 20 23 24 39 164 20 23 21 24 121 20 20 20 85 22 67 60 28 31 23 23 26 1991 55
internal_value=0 -4.66575e-08 -5.1066e-09 -5.9728e-08 -1.24357e-07 -6.65105e-06 -3.36163e-08 3.80509e-06 -9.4378e-08 -4.28321e-08 -1.04415e-07 -4.81728e-08 -1.19804e-07 -4.94625e-06 -4.34141e-08 -1.15091e-07 1.75596e-06 -2.64658e-07 -1.19207e-06 -1.10324e-07 -2.25767e-07 -4.37338e-06 -6.6793e-08 2.7372e-06 7.07363e-07 -2.84086e-07 2.92286e-06 -1.13335e-07 -9.28007e-09 5.10314e-06
internal_weight=0 3083 3063 3040 2990 41 2949 50 2927 2903 2864 2844 2824 44 2780 2756 204 2552 184 2532 2411 89 2322 167 139 2155 108 2095 2072 81
internal_count=3121 3083 3063 3040 2990 41 2949 50 2927 2903 2864 2844 2824 44 2780 2756 204 2552 184 2532 2411 89 2322 167 139 2155 108 2095 2072 81
is_linear=0
shrinkage=0.1


Tree=5887
num_leaves=31
num_cat=0
split_feature=132 1185 1203 52 131 1186 42 52 133 3 130 12 1209 12 2 1209 1209 1209 1210 16 1210 1210 1210 2 403 403 2 2 4 4
split_gain=5.81638e-08 4.29116e-07 1.69486e-07 6.43709e-08 7.08703e-08 6.32571e-08 7.74993e-08 1.22023e-07 1.11826e-07 8.26179e-08 5.80124e-08 1.82541e-07 5.49523e-08 2.32877e-07 2.73389e-07 1.19477e-07 9.80898e-08 1.40427e-07 1.05079e-07 4.66973e-07 2.06088e-07 1.86976e-07 9.64854e-08 1.71938e-07 6.16452e-08 9.15504e-08 6.10203e-08 3.55997e-07 7.3553e-07 4.74574e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10347000000000002 -0.076979999999999979 -0.010834999999999999 -0.058859999999999989 0.08568000000000002 -0.37971999999999995 -0.086049999999999988 -0.23647499999999996 0.23631000000000002 0.10344000000000002 0.095330000000000012 0.089125000000000024 0.091045000000000001 0.088060000000000013 0.086270000000000013 -0.089089999999999989 -0.082179999999999989 -0.079504999999999978 -0.064344999999999999 -0.0049999999999999984 0.08734500000000002 0.62200000000000011 0.50657000000000008 0.10912000000000001 0.10613000000000002 0.25615500000000008 -0.012509999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 9 8 -8 -7 -3 12 15 14 -14 16 17 18 19 -12 -20 -22 23 -23 25 26 27 -24 29 -29
right_child=1 10 -4 -5 5 6 7 -9 -10 -11 11 -13 13 -15 -16 -17 -18 -19 20 -21 21 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.9130275227879692e-06 1.4362371577936713e-05 -5.3514627461481728e-06 -8.8330011595059798e-06 -5.0405318890827613e-06 3.5687439062063021e-06 -2.5006348590503207e-06 -6.5133684204608609e-06 -1.0179758295894967e-05 3.2163376764165826e-06 6.2874102104615302e-06 1.4545392521843801e-05 9.1269200352557664e-06 -4.2327087612648029e-07 -3.4127085494701003e-06 1.6111199015540479e-05 -6.1642146699014692e-06 6.346716912730699e-06 -7.6898651703534892e-06 -9.5163077552886385e-06 -4.9830818315967919e-06 9.6230202575497974e-06 -9.9842727131807321e-06 2.1136858259261195e-08 2.3485665133193833e-06 -5.0452143151839365e-06 6.785782695715171e-06 9.3762076442708086e-07 -6.1732161664749161e-06 9.1462974151826614e-06 -2.4818674396556166e-05
leaf_weight=27 21 20 28 27 28 23 21 21 27 20 24 22 20 34 20 32 24 24 23 25 20 26 1878 20 24 20 537 43 22 20
leaf_count=27 21 20 28 27 28 23 21 21 27 20 24 22 20 34 20 32 24 24 23 25 20 26 1878 20 24 20 537 43 22 20
internal_value=0 1.19459e-07 -1.56001e-06 -5.10303e-07 2.2213e-07 -6.82544e-07 -1.74537e-06 -3.82195e-06 -1.04041e-06 1.58683e-06 1.55322e-08 5.30899e-08 -1.72995e-08 2.67198e-06 7.84396e-06 -8.93511e-08 -1.81439e-08 -7.4595e-08 -6.44945e-09 4.58189e-06 -9.18381e-08 -8.78725e-09 -8.31641e-08 -4.62217e-06 -1.09094e-09 4.69483e-08 -6.96235e-09 -2.65363e-07 -6.59533e-06 -1.20924e-05
internal_weight=0 2899 222 194 167 140 112 69 48 43 2878 2858 2836 74 40 2762 2730 2706 2682 49 2633 2610 2590 46 2544 2520 2500 1963 85 63
internal_count=3121 2899 222 194 167 140 112 69 48 43 2878 2858 2836 74 40 2762 2730 2706 2682 49 2633 2610 2590 46 2544 2520 2500 1963 85 63
is_linear=0
shrinkage=0.1


Tree=5888
num_leaves=31
num_cat=0
split_feature=394 3 130 130 130 130 96 34 9 34 9 3 10 43 2 15 1374 1375 1374 150 1373 1 12 15 12 1 16 16 16 12
split_gain=5.87018e-08 3.67579e-07 6.15722e-08 1.65957e-07 5.88381e-08 7.18146e-08 5.60661e-08 1.2649e-07 1.54828e-07 1.43528e-07 1.95516e-07 5.42086e-07 1.54232e-07 3.83694e-07 2.05018e-07 8.07232e-08 4.80815e-07 3.16313e-07 2.87514e-07 1.24521e-06 4.17355e-07 1.63759e-07 5.06281e-07 9.92365e-07 5.69923e-07 3.69728e-07 2.16846e-07 2.89068e-07 1.99923e-07 7.71514e-07
threshold=0.013605000000000001 -0.083489999999999995 -0.22699999999999995 -0.095314999999999983 -0.083729999999999985 -0.079354999999999981 0.090365000000000015 -0.097449999999999981 -0.090799999999999978 -0.057544999999999992 0.091600000000000015 -0.13309499999999996 -0.0093599999999999985 -0.077944999999999987 -0.0091949999999999983 -0.024814999999999997 0.088035000000000016 -0.095009999999999997 0.087110000000000007 0.090480000000000019 0.078175000000000008 0.10684 0.089570000000000025 0.013270000000000002 0.10149500000000002 0.10471500000000002 0.62682500000000008 0.38525000000000004 0.15891500000000003 0.092655000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 7 -7 -9 -10 12 -12 13 -11 -14 18 17 -17 20 -20 -16 25 23 -23 -24 26 27 28 -19 -30
right_child=1 -3 3 4 5 6 -8 8 9 10 11 -13 14 -15 15 16 -18 21 19 -21 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.5921007401593675e-06 9.1654792509201036e-06 -6.6424065948922367e-06 8.0886315045063392e-06 -5.3673941075820569e-06 4.8964996012571272e-06 6.0881072482571298e-06 -5.3808243723096898e-06 -7.67538783579598e-06 5.9578485673064748e-06 -3.8637962450138727e-06 6.4043499821764269e-06 -1.484978619676743e-05 -9.5316179834733958e-06 1.5489715319528756e-05 4.8737597943083461e-07 1.0397907881606781e-05 -1.5936026119334202e-05 -2.3602284028467829e-07 -4.897474278209302e-06 2.6007761141499942e-05 -1.3740901847216135e-05 -2.870401946211132e-05 1.5240924467434524e-05 1.7532604095262998e-06 -8.0832460453579688e-06 1.2596582266930702e-05 -9.6987465076381345e-06 8.0745521501057741e-06 1.7323335515034307e-07 -2.2414262934944419e-05
leaf_weight=20 38 24 25 21 29 33 20 27 39 20 20 30 23 21 1127 27 20 1228 32 22 21 20 20 23 22 22 25 40 62 20
leaf_count=20 38 24 25 21 29 33 20 27 39 20 20 30 23 21 1127 27 20 1228 32 22 21 20 20 23 22 22 25 40 62 20
internal_value=0 3.0463e-06 -6.17455e-08 -2.53497e-08 -9.26521e-08 -5.56425e-08 -1.04095e-07 -6.82473e-08 -1.38038e-07 -6.7473e-08 -1.5007e-07 -6.34813e-06 -3.9192e-08 6.04898e-06 -1.29829e-07 -5.06491e-08 -5.32693e-07 -3.2854e-07 5.62534e-07 7.69355e-06 2.27103e-07 -5.23961e-07 -4.78551e-06 -1.24129e-05 3.0235e-06 -2.64669e-07 -4.70449e-07 -2.99555e-07 -5.55253e-07 -5.33591e-06
internal_weight=0 62 3059 3039 3014 2993 2964 2944 2911 2884 2845 50 2795 41 2754 2731 1529 1509 1202 54 1148 1482 85 43 42 1397 1375 1350 1310 82
internal_count=3121 62 3059 3039 3014 2993 2964 2944 2911 2884 2845 50 2795 41 2754 2731 1529 1509 1202 54 1148 1482 85 43 42 1397 1375 1350 1310 82
is_linear=0
shrinkage=0.1


Tree=5889
num_leaves=31
num_cat=0
split_feature=1204 1185 393 403 130 40 120 10 4 0 51 11 34 374 2 4 43 133 43 16 4 4 15 13 49 15 13 0 148 16
split_gain=5.51722e-08 7.70579e-08 9.47469e-08 1.00318e-07 5.567e-08 1.02833e-07 8.05114e-08 8.1017e-08 6.64321e-07 1.53622e-06 1.04177e-06 1.42732e-07 6.66197e-08 1.21045e-07 7.38348e-08 9.56028e-08 3.57064e-07 4.55123e-07 3.48208e-07 3.06645e-07 2.6751e-07 7.24468e-07 6.88873e-07 5.43533e-07 2.29939e-07 3.36288e-07 3.53676e-07 6.47997e-07 2.73837e-07 3.6628e-07
threshold=0.053645000000000005 -0.10973499999999999 0.10389500000000002 -0.085534999999999986 -0.23123999999999997 -0.24290999999999999 0.090440000000000006 -0.011559999999999999 0.053180000000000012 -0.10151999999999999 0.080335000000000018 -1.0000000180025095e-35 -0.097449999999999981 0.08987500000000001 0.15361500000000003 0.015030000000000002 -0.095049999999999982 0.089595000000000022 -0.088704999999999992 -0.18708499999999997 0.053180000000000012 0.056795000000000005 -0.07490999999999999 -0.051094999999999995 -0.043469999999999995 -0.059484999999999989 -0.069964999999999986 -0.066089999999999996 -0.063899999999999985 -0.5009849999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 7 8 10 -10 -7 -9 -13 14 15 19 17 -17 -18 -14 22 -22 -20 -24 28 -26 -27 -28 -23 -30
right_child=-2 2 3 -5 5 6 -8 11 9 -11 -12 12 13 -15 -16 16 18 -19 20 -21 21 24 23 -25 25 26 27 -29 29 -31
leaf_value=-6.2284780688059978e-06 4.267779337775816e-06 4.8277102945101669e-06 8.7960767796175794e-06 -7.5855438388736309e-08 -7.257471092998458e-06 -2.7423930634995487e-05 5.2740943129744468e-06 8.405705571021827e-06 2.5282528911868048e-05 -9.0446375565988998e-06 1.2254941763482445e-06 5.4093790533277733e-06 -1.2357380668011805e-05 -7.8668554215255424e-06 -4.5586729198829647e-06 2.5543766563404039e-07 1.4445767746586908e-05 -1.7319691651012008e-05 1.6382034918467237e-05 -2.1192341669341173e-07 -1.5839038662936498e-05 5.1882397864725739e-06 8.9732729571147105e-06 -1.1092046561653087e-05 9.7066082627161876e-07 -1.9054522324170521e-06 2.6639665193648573e-05 2.5862033529241064e-06 -1.6158344284961529e-05 4.7104194891289811e-07
leaf_weight=20 30 23 25 26 20 22 28 20 22 32 30 22 21 20 36 41 21 23 39 2057 26 24 27 27 320 21 21 24 26 27
leaf_count=20 30 23 25 26 20 22 28 20 22 32 30 22 21 20 36 41 21 23 39 2057 26 24 27 27 320 21 21 24 26 27
internal_value=0 -4.14221e-08 -1.12867e-09 4.27313e-06 -7.33099e-08 -1.10922e-07 -6.29102e-08 -1.13584e-07 -2.82806e-06 4.9405e-06 -1.08954e-05 -1.23756e-08 -7.20149e-08 -1.15068e-07 -5.93194e-08 -3.11505e-10 1.04134e-06 -6.06062e-06 1.79512e-06 -3.34664e-07 1.33865e-06 4.03687e-07 6.25476e-06 -1.05939e-06 1.31581e-06 2.31114e-06 8.81041e-06 1.38112e-05 -3.67378e-06 -7.68677e-06
internal_weight=0 3091 3071 51 3020 2997 2977 2949 106 54 52 2843 2823 2801 2781 2745 667 64 603 2078 582 489 93 54 463 386 66 45 77 53
internal_count=3121 3091 3071 51 3020 2997 2977 2949 106 54 52 2843 2823 2801 2781 2745 667 64 603 2078 582 489 93 54 463 386 66 45 77 53
is_linear=0
shrinkage=0.1


Tree=5890
num_leaves=31
num_cat=0
split_feature=40 4 132 393 1203 52 52 130 132 399 482 39 482 1 42 12 1456 43 4 2 1 0 4 156 1425 1420 52 156 475 52
split_gain=5.66954e-08 1.96065e-07 5.53953e-08 3.38525e-07 1.32027e-07 6.00181e-08 7.06799e-08 9.27182e-08 1.20254e-07 1.11891e-07 5.6046e-08 1.82538e-07 2.97653e-07 1.6703e-07 1.1781e-07 2.14005e-07 2.29305e-07 1.04573e-07 8.6978e-08 2.13545e-07 2.84401e-07 8.38086e-07 1.14686e-07 2.06254e-07 1.61894e-07 1.40768e-07 1.41973e-07 1.11298e-07 2.52088e-07 5.33604e-07
threshold=-0.24620999999999996 0.63556000000000001 -0.083174999999999985 0.12069000000000002 0.088820000000000024 0.10347000000000002 0.090645000000000017 0.10923000000000001 -0.41127499999999995 0.085965000000000014 0.080200000000000007 0.087690000000000004 0.089605000000000018 0.092845000000000025 0.096450000000000022 0.088045000000000012 -0.0077899999999999992 -0.08231999999999999 -0.50690499999999983 0.085105000000000014 0.085475000000000009 0.15398500000000004 -0.50052499999999989 0.3248100000000001 0.084030000000000007 -0.083279999999999979 -0.55692499999999978 0.08759500000000002 -0.08466499999999999 -0.026204999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 10 5 6 7 8 -2 -10 18 12 13 -12 15 17 -17 -14 19 -4 21 -21 -20 24 25 -24 -27 -28 29 -29
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 11 -13 14 -15 -16 16 -18 -19 22 20 -22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=5.3071697220730132e-06 6.7479856738827951e-06 -9.6639857582929492e-06 5.4695639557228951e-06 1.2798626434844317e-05 -7.9141957615190361e-06 -5.0269193357402962e-06 5.7151694863932787e-06 -6.9480818939382515e-06 -7.8250776823551863e-06 5.271103029153218e-07 4.5299617356469193e-06 -6.4252936117554779e-06 -7.017354456146612e-06 1.6408985875386861e-05 -5.8953140942321631e-06 1.3452101736769843e-05 6.8548787272875961e-07 1.4800198527116966e-06 5.4180644091945557e-06 -2.5118331294444422e-05 2.1624713725629961e-06 3.1336935676119451e-06 -7.518627364333953e-06 -1.016129089293827e-05 7.4625311354197795e-06 7.8431029608153675e-06 1.6426001289929497e-07 1.8622417915789163e-06 -5.6889654880215359e-07 -2.096096847253648e-05
leaf_weight=20 24 21 22 21 28 26 20 20 20 81 29 25 28 20 25 24 34 30 39 21 27 21 25 20 29 23 2180 21 177 20
leaf_count=20 24 21 22 21 28 26 20 20 20 81 29 25 28 20 25 24 34 30 39 21 27 21 25 20 29 23 2180 21 177 20
internal_value=0 -3.42276e-08 3.14299e-08 1.48764e-07 -1.50141e-06 -5.6132e-07 1.4235e-07 -6.26314e-07 3.85168e-07 -1.12679e-06 5.52262e-08 1.60747e-06 2.66441e-06 9.37854e-06 3.31127e-07 1.67303e-06 5.96822e-06 -2.62216e-06 -7.19096e-08 -3.10945e-06 -5.84479e-06 -1.09923e-05 3.71735e-08 -4.69366e-08 3.47955e-08 -5.32684e-08 2.38212e-08 -5.1176e-08 -2.20554e-06 -9.27103e-06
internal_weight=0 3101 3080 2861 219 191 165 145 125 101 2840 215 190 49 141 116 58 58 2625 91 69 42 2534 2495 2475 2446 2421 2398 218 41
internal_count=3121 3101 3080 2861 219 191 165 145 125 101 2840 215 190 49 141 116 58 58 2625 91 69 42 2534 2495 2475 2446 2421 2398 218 41
is_linear=0
shrinkage=0.1


Tree=5891
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 448 447 150 150 151 42 48 147 148 457 457 150 1374 151 3 52 151 47 0 47 47 15 31 34 34 39
split_gain=5.9974e-08 1.64735e-06 8.57625e-07 3.63233e-07 5.31468e-08 1.22825e-07 6.61257e-08 8.81588e-08 7.09235e-08 1.80029e-07 1.25485e-07 9.85324e-08 1.32618e-07 8.23806e-08 1.61774e-07 9.19624e-08 1.35177e-07 1.07495e-07 2.65829e-07 3.67209e-07 2.36127e-07 7.8272e-08 6.24089e-07 1.25674e-06 5.37464e-07 3.70793e-07 9.24071e-08 1.64893e-07 2.93665e-07 9.58021e-08
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.093975000000000017 0.068920000000000023 0.094005000000000019 -0.11226499999999999 -0.094239999999999977 0.10932500000000002 0.088200000000000014 -0.11155999999999998 0.093615000000000018 -0.088884999999999978 -0.098834999999999992 -0.089059999999999986 0.12706500000000001 0.085820000000000021 -0.10142999999999999 -0.086869999999999989 -0.016329999999999997 -0.090369999999999992 0.094160000000000008 -0.10151999999999999 0.10670500000000001 0.090920000000000015 -0.092489999999999989 -0.082169999999999979 -0.057544999999999992 -0.084034999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 -4 -8 10 -10 -9 12 -12 -14 -15 16 17 18 -16 -20 -19 24 23 -23 26 -24 -22 28 -28 -29
right_child=2 -3 4 -5 -6 -7 7 8 9 -11 11 -13 13 14 15 -17 -18 20 19 -21 21 22 25 -25 -26 -27 27 29 -30 -31
leaf_value=2.855040421937102e-07 -1.9789546439080206e-05 2.8227160867442891e-05 3.8435555020235124e-06 -1.3343294771898812e-05 -5.1071804045932369e-06 6.3260640760540077e-06 -6.229115475118464e-06 -6.8716073689790422e-06 9.0663382773778594e-06 -1.8119970121688312e-06 -8.191136189452663e-06 6.2286216743814295e-06 -4.7679990277376622e-06 8.7901164815342608e-06 2.9699222499115615e-06 -6.0581212146644251e-06 7.0747205831543811e-06 1.0645535240612281e-05 4.9269223941687073e-07 -1.6157752805965075e-05 -5.0547313081652753e-06 3.0907903328625254e-05 -1.0185521855781961e-05 5.6598128985781436e-07 -1.610581224819422e-05 1.1723016946940293e-06 -1.7146342956535095e-06 4.9728372232493717e-06 1.5028032487407473e-05 -1.6127353060085905e-07
leaf_weight=176 22 21 44 22 20 31 23 27 29 32 20 25 36 21 38 25 27 21 26 27 36 20 38 43 21 118 22 37 20 2053
leaf_count=176 22 21 44 22 20 31 23 27 29 32 20 25 36 21 38 25 27 21 26 27 36 20 38 43 21 118 22 37 20 2053
internal_value=0 1.59574e-06 -1.20421e-07 -1.22881e-06 2.98289e-08 6.5752e-08 -2.8481e-09 -6.36171e-08 -1.22752e-08 3.35967e-06 -8.8428e-08 -1.99366e-08 -7.89075e-08 -1.71941e-08 4.87638e-08 -2.2608e-08 3.66334e-08 -3.87747e-08 -3.4131e-06 -7.98961e-06 8.7641e-08 -4.43365e-09 1.79807e-06 1.01983e-05 -1.84766e-07 -1.59435e-06 -3.05495e-08 5.42866e-08 6.25806e-06 -7.03826e-08
internal_weight=0 219 2902 198 2880 2860 2829 2785 2762 61 2701 2674 2649 2629 2593 2572 2547 2520 91 53 2429 2408 219 63 2189 156 2168 2132 42 2090
internal_count=3121 219 2902 198 2880 2860 2829 2785 2762 61 2701 2674 2649 2629 2593 2572 2547 2520 91 53 2429 2408 219 63 2189 156 2168 2132 42 2090
is_linear=0
shrinkage=0.1


Tree=5892
num_leaves=31
num_cat=0
split_feature=394 156 1425 1425 45 11 49 33 9 4 2 97 2 12 38 482 482 484 484 42 482 156 3 148 447 457 376 4 1 123
split_gain=6.15298e-08 5.04967e-08 9.25179e-08 6.26801e-08 4.69837e-08 2.66892e-07 2.12346e-07 1.51375e-07 7.66449e-08 1.3786e-07 6.82182e-08 7.54053e-08 2.70378e-07 5.02166e-08 7.42439e-08 5.70651e-08 2.5476e-07 2.54477e-07 7.76633e-07 3.26456e-07 1.82157e-07 1.62201e-07 9.83622e-08 9.40565e-08 1.78512e-07 1.08277e-07 8.1817e-08 1.26356e-07 1.54657e-07 1.06316e-07
threshold=0.264685 0.32523500000000005 0.10129000000000002 0.084030000000000007 0.094030000000000016 -0.011194999999999998 0.13087000000000001 -0.009184999999999997 0.088235000000000022 0.40945500000000007 -0.045829999999999989 -0.085969999999999977 -0.0050599999999999994 -0.14757499999999998 0.082490000000000022 0.080200000000000007 0.089605000000000018 0.090535000000000018 0.12955000000000003 0.096235000000000015 0.086210000000000023 0.089300000000000004 0.31534000000000006 -0.10069499999999999 0.089595000000000022 0.41022000000000008 0.087010000000000018 0.51164000000000009 0.13927000000000003 0.086445000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -7 10 -10 -9 -12 -13 -14 15 22 20 19 -19 21 -17 -18 23 -15 25 26 27 28 29 -25
right_child=-2 -3 -4 -5 6 7 -8 8 9 -11 11 12 13 14 -16 16 17 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=1.0063326201886342e-05 4.9411239451728768e-06 4.8471125837966702e-06 -6.131852449470899e-06 4.3788831419533384e-06 -1.0806777589777994e-05 -7.5661936282105875e-06 3.5908068119689623e-06 -4.5065619113821802e-06 1.0270077181075977e-05 1.4315949042805564e-07 -5.5321516701951627e-06 9.1236826438745321e-06 -3.5949741420442548e-06 5.203432322531399e-06 5.8539454715043711e-06 2.3421517198585209e-06 -5.3641886747917467e-06 -2.0032331606315619e-05 3.0289908414715685e-06 1.2879740182825117e-05 1.4501717774609543e-05 4.8471771086561993e-06 -6.6157821777323992e-06 -1.8090559820985375e-07 -6.8790390264439338e-06 6.6850198060780274e-06 4.0144545015310645e-06 7.2526744029294782e-06 -8.0309635957466799e-06 -5.2004947043991879e-06
leaf_weight=26 25 21 25 32 20 27 21 35 20 41 25 32 41 32 21 28 35 23 40 24 22 28 24 2254 40 23 45 22 26 43
leaf_count=26 25 21 25 32 20 27 21 35 20 41 25 32 41 32 21 28 35 23 40 24 22 28 24 2254 40 23 45 22 26 43
internal_value=0 -3.99059e-08 -7.32807e-08 -2.36203e-08 -7.03002e-08 -2.39965e-08 -3.43241e-06 -1.12872e-07 -4.40481e-08 3.46346e-06 -1.1878e-07 -6.4476e-08 -1.57097e-08 -1.21253e-07 -6.90836e-08 -1.14999e-07 1.51061e-06 -5.49972e-07 -5.39022e-06 2.95504e-06 7.69236e-06 -8.25804e-07 -2.44581e-07 -1.83048e-07 -2.53316e-07 -1.43482e-07 -2.09196e-07 -2.90247e-07 -3.61682e-07 -2.74873e-07
internal_weight=0 3096 3075 3050 3018 2977 41 2951 2924 61 2863 2828 2803 2771 2730 2709 200 150 63 87 50 63 2509 2485 2453 2413 2390 2345 2323 2297
internal_count=3121 3096 3075 3050 3018 2977 41 2951 2924 61 2863 2828 2803 2771 2730 2709 200 150 63 87 50 63 2509 2485 2453 2413 2390 2345 2323 2297
is_linear=0
shrinkage=0.1


Tree=5893
num_leaves=31
num_cat=0
split_feature=11 142 147 147 147 150 12 34 151 123 15 15 15 51 9 484 158 484 133 133 376 15 15 15 15 49 15 51 13 15
split_gain=6.00486e-08 5.75932e-08 6.8315e-08 1.59129e-07 9.18265e-08 6.92615e-08 9.50931e-08 3.41768e-07 1.3818e-07 1.47867e-07 1.15022e-07 9.17268e-07 7.49725e-07 2.73995e-07 2.08196e-07 1.74923e-07 4.80409e-07 1.78858e-07 1.85843e-07 2.30504e-07 1.76663e-07 1.2343e-07 2.24339e-07 1.7328e-07 2.5137e-07 2.29263e-07 1.82971e-07 7.74437e-07 4.37401e-07 2.60606e-07
threshold=-0.072629999999999986 -0.057499999999999989 0.099730000000000027 0.093875000000000014 0.090755000000000016 -0.11226499999999999 -0.087484999999999993 -0.08786999999999999 -0.086944999999999981 0.089155000000000012 -0.10203999999999998 -0.10653 -0.099734999999999976 -0.10316499999999999 0.085555000000000006 0.10126500000000001 0.10544500000000002 -0.088124999999999981 -0.13941499999999998 -0.085499999999999979 0.086445000000000008 -0.096999999999999989 -0.094549999999999981 -0.092489999999999989 -0.091604999999999978 0.085805000000000006 -0.088749999999999982 0.092545000000000016 -0.083364999999999981 -0.087679999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 -7 -10 11 13 -12 -9 21 16 17 -15 -19 -20 -21 -14 -23 25 -25 -24 27 28 -26 -28
right_child=1 2 -4 -5 -6 6 7 10 9 -11 12 -13 14 15 -16 -17 -18 18 19 20 -22 22 23 24 26 -27 29 -29 -30 -31
leaf_value=-5.329369590375185e-06 -5.0622265606844765e-06 4.2843449783073375e-06 4.4031806554458954e-06 -7.7684649270920028e-06 6.6780149879940877e-06 -8.6031666861734788e-06 1.3169112139621576e-05 -9.4409593937318554e-06 1.3248880780484145e-07 -7.8865736280999123e-06 -1.9022732894449117e-05 2.1481380120101014e-05 -6.9820840998055737e-06 9.6655765641376754e-06 1.0116030125573161e-05 -7.8490215901183554e-06 1.6792419301054907e-05 6.7797379364896596e-06 -1.0222239302493109e-05 -8.1390394863397248e-07 9.0619631009758457e-06 7.5663855990402045e-06 -4.2221866226921724e-07 9.2018054707640943e-06 -6.8667033118522944e-06 -1.3954719456489243e-05 8.4336513731347264e-06 -1.8902896437111851e-05 1.2856204474784054e-05 -1.4887823239118227e-07
leaf_weight=21 22 38 36 26 21 28 20 26 155 27 21 22 26 21 20 20 20 36 24 192 20 38 31 29 23 21 36 26 22 2053
leaf_count=21 22 38 36 26 21 28 20 26 155 27 21 22 26 21 20 20 20 36 24 192 20 38 31 29 23 21 36 26 22 2053
internal_value=0 3.61017e-08 7.2542e-08 2.12918e-08 8.84449e-08 4.22409e-08 -1.22738e-08 1.4452e-07 -2.06329e-06 -1.05715e-06 4.89969e-08 1.66057e-06 -2.12729e-07 4.45924e-07 -4.28323e-08 1.21787e-06 1.79723e-06 7.73664e-07 8.71563e-08 -9.33746e-07 1.17782e-07 -1.30979e-07 -5.28176e-08 -1.82014e-07 -4.64852e-08 -5.88727e-06 -1.70652e-07 -5.163e-06 2.77561e-06 -9.74419e-10
internal_weight=0 3100 3078 3042 3016 2995 2957 2747 210 182 2727 381 2346 359 2325 333 313 293 272 236 212 2305 2279 2241 2189 52 2160 71 45 2089
internal_count=3121 3100 3078 3042 3016 2995 2957 2747 210 182 2727 381 2346 359 2325 333 313 293 272 236 212 2305 2279 2241 2189 52 2160 71 45 2089
is_linear=0
shrinkage=0.1


Tree=5894
num_leaves=31
num_cat=0
split_feature=132 1185 1203 33 3 34 97 33 40 46 158 158 482 52 15 2 43 133 133 1375 52 160 1447 481 479 13 13 0 3 0
split_gain=5.52917e-08 4.07575e-07 1.93603e-07 5.36406e-08 1.19145e-07 1.00179e-07 7.40076e-07 2.64244e-07 1.89177e-07 7.32671e-08 1.75032e-07 8.76987e-08 9.28179e-08 2.37913e-07 2.01969e-07 1.14658e-07 1.33324e-07 6.53386e-08 5.71978e-07 6.81884e-07 3.30661e-07 6.61836e-07 2.53407e-07 5.99906e-07 2.36548e-07 2.13522e-07 3.38833e-07 5.7833e-07 7.64696e-07 3.08564e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.085305000000000006 -0.0049599999999999991 -0.057544999999999992 -0.063039999999999985 -1.0000000180025095e-35 -0.082294999999999993 0.10253500000000002 -0.47356499999999996 -0.46695499999999995 0.090355000000000005 0.12354000000000001 -0.54354999999999987 0.088555000000000009 -0.082144999999999982 0.085760000000000017 0.08622500000000001 -0.15308499999999997 0.4099850000000001 -0.53327999999999987 -0.086279999999999982 -0.086484999999999992 0.088785000000000017 -0.080759999999999985 -0.069964999999999986 -0.070154999999999981 -0.077564999999999981 -0.086934999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 8 -7 -3 10 -9 -12 14 15 -13 -14 -17 20 -19 -20 24 -22 -21 -24 -16 29 27 28 -27 -25
right_child=1 3 -4 4 -6 7 -8 9 -10 -11 11 12 13 -15 17 16 -18 18 19 22 21 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-3.9909215473992091e-07 1.3997302232296317e-05 2.0992844493493666e-06 -9.2942327098301447e-06 -8.0784561760083307e-06 1.8945329359261767e-06 -1.1476729587229784e-05 1.9017158981362381e-05 8.1225254554603313e-06 -1.0542795557739737e-05 -5.1238766024686852e-06 -5.3458086889198362e-06 -8.8022878816655764e-06 5.2147454274139221e-06 1.1729396389625892e-05 -1.4153154116641807e-07 -8.2921573411195741e-06 1.6423625920327012e-06 1.5119984276747414e-05 -1.7911317804646388e-05 -9.0877353231917367e-06 -2.1379068476273296e-05 -4.3350247883230013e-07 1.5500351110274228e-05 -2.0107514114944234e-07 1.007034119855076e-05 -3.4248658130309197e-06 6.36155964950788e-07 6.7868258383896325e-06 -2.6989984274093459e-05 7.3774674038832687e-06
leaf_weight=194 21 29 28 25 23 20 22 27 20 27 30 26 33 24 1648 22 35 27 20 25 22 48 28 122 23 40 371 24 21 96
leaf_count=194 21 29 28 25 23 20 22 27 20 27 30 26 33 24 1648 22 35 27 20 25 22 48 28 122 23 40 371 24 21 96
internal_value=0 1.1648e-07 -1.521e-06 1.5195e-08 -3.29973e-06 7.14199e-08 3.78029e-06 -2.40241e-08 -3.06075e-06 5.96028e-08 1.11208e-07 3.06475e-08 9.13984e-08 2.88287e-06 -3.38388e-08 5.23798e-07 -2.19201e-06 5.68091e-08 8.21252e-07 3.0443e-07 -2.83041e-07 -7.01639e-06 8.05551e-07 1.15788e-06 -9.73149e-10 5.62046e-07 -6.68611e-07 -6.36354e-06 -1.15374e-05 3.13626e-06
internal_weight=0 2899 222 2878 48 2830 71 2759 49 2739 2712 2685 2655 114 2541 90 57 2515 774 747 1741 70 727 702 1671 674 456 85 61 218
internal_count=3121 2899 222 2878 48 2830 71 2759 49 2739 2712 2685 2655 114 2541 90 57 2515 774 747 1741 70 727 702 1671 674 456 85 61 218
is_linear=0
shrinkage=0.1


Tree=5895
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 481 2 43 481 403 403 403 1210 1213 403 1212 1212 402 401 402 401 1212 394 390 43 51 43 133 133 43 402
split_gain=5.57935e-08 1.44902e-06 8.0727e-07 3.08332e-07 5.60776e-08 4.54257e-07 9.31199e-07 4.63318e-07 2.86169e-07 7.82701e-08 2.77296e-07 1.62672e-07 6.02983e-08 2.2684e-07 9.5826e-08 1.18057e-07 1.03155e-07 4.97154e-07 1.69317e-07 7.78145e-08 6.52023e-08 1.52541e-07 1.56665e-07 6.96553e-08 2.13761e-07 1.77508e-07 3.25591e-07 4.92359e-07 1.05634e-07 2.60301e-07
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 -0.087424999999999989 0.086330000000000004 -0.025214999999999998 -0.16223499999999996 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 -0.3960249999999999 0.18587500000000004 -0.028309999999999998 0.13631000000000001 0.11387000000000001 -0.45015499999999992 -1.0000000180025095e-35 -0.41217999999999994 -0.099524999999999988 0.10083000000000002 -0.12099999999999998 0.090205000000000007 0.084740000000000024 0.081440000000000026 0.0061450000000000003 -0.093189999999999981 -1.0000000180025095e-35 0.0034250000000000005 -0.097504999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 -4 -7 -6 -10 -11 -12 14 -14 15 16 17 -13 -18 -20 21 -21 23 25 -25 28 -27 -28 29 -23
right_child=2 -3 4 -5 8 7 -8 -9 9 10 11 12 13 -15 -16 -17 18 -19 19 20 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=2.7613302874356146e-07 -1.9199115935076738e-05 2.7197361096114036e-05 -2.0718687079383457e-05 -1.2815523359677173e-05 1.0173882875668434e-05 -5.1821472482060926e-06 7.3295281026730663e-06 1.3009652022739311e-05 -5.5569143969478318e-06 1.1795622722274858e-05 -8.3968169668008609e-06 -1.5891259400156006e-05 -2.0987329623624516e-06 1.0232430851759162e-05 -6.3130712343687882e-06 7.1675272885801425e-06 8.9955964013267394e-06 5.6196452285141944e-06 -5.9423221707468412e-06 6.7384981267583936e-06 -4.6826965538865154e-06 8.5661189422757578e-06 -8.82041905128972e-06 -5.4669150450609095e-07 -1.1051900948835034e-05 -2.8293696356162072e-06 2.1084142463223544e-05 7.5760276061487277e-07 -5.5660637151573395e-06 -1.085947594508623e-08
leaf_weight=179 22 20 29 20 28 28 20 28 25 20 23 21 35 26 24 23 21 22 22 34 29 36 20 162 22 33 22 26 33 2068
leaf_count=179 22 20 29 20 28 28 20 28 25 20 23 21 35 26 24 23 21 22 22 34 29 36 20 162 22 33 22 26 33 2068
internal_value=0 1.53911e-06 -1.16159e-07 -1.03961e-06 2.9614e-08 -2.23887e-06 -9.27044e-06 3.91375e-06 1.15448e-07 1.29235e-08 6.40792e-08 -2.27567e-08 4.9137e-08 3.15717e-06 -2.32809e-08 3.4913e-08 -2.88949e-08 -4.88568e-06 5.37165e-08 -2.11856e-08 3.1235e-08 8.68962e-08 -6.47887e-09 6.69095e-08 -1.80275e-06 2.22012e-07 4.81703e-06 1.00739e-05 4.78441e-08 1.35895e-07
internal_weight=0 219 2902 199 2880 105 49 56 2775 2747 2722 2702 2679 61 2618 2594 2571 43 2528 2507 2485 2456 2422 2402 184 2218 81 48 2137 2104
internal_count=3121 219 2902 199 2880 105 49 56 2775 2747 2722 2702 2679 61 2618 2594 2571 43 2528 2507 2485 2456 2422 2402 184 2218 81 48 2137 2104
is_linear=0
shrinkage=0.1


Tree=5896
num_leaves=31
num_cat=0
split_feature=394 401 401 401 402 402 1213 1213 1213 52 15 43 52 133 4 13 43 52 1447 1447 4 402 2 403 159 0 1208 403 15 2
split_gain=6.3679e-08 5.4392e-08 1.27014e-07 1.28498e-07 2.77908e-07 1.72571e-07 6.4933e-08 5.98034e-07 5.77146e-07 3.29963e-07 7.65233e-07 7.06293e-07 1.95559e-06 6.58159e-07 2.36165e-07 1.98276e-07 1.58445e-07 1.28812e-07 7.76293e-08 6.45543e-07 3.13794e-07 2.0008e-07 8.20108e-07 4.30347e-07 1.81249e-07 1.29721e-07 1.00268e-07 1.90572e-07 3.962e-07 3.17127e-07
threshold=0.264685 -0.47313999999999995 -0.46360499999999999 -0.078179999999999986 -0.41217999999999994 -0.43418999999999991 -0.084619999999999987 -0.082704999999999987 -0.085929999999999992 0.08734500000000002 0.086195000000000008 -0.0047449999999999992 0.077655000000000016 -0.065894999999999981 -0.080924999999999983 -0.0097949999999999982 0.0034250000000000005 0.0031350000000000002 -0.086424999999999988 -0.085804999999999979 -0.080094999999999986 0.10874500000000002 0.084055000000000005 -0.55276999999999987 -0.092414999999999983 -0.090809999999999988 0.11531000000000001 -0.52445499999999989 0.087485000000000021 0.085485000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 8 -8 9 11 -11 13 16 -7 -12 17 -13 -15 20 -20 -9 23 -23 -21 25 -22 27 28 -25 -30
right_child=-2 2 3 5 -6 6 7 18 -10 10 14 12 -14 15 -16 -17 -18 -19 19 21 24 22 -24 26 -26 -27 -28 -29 29 -31
leaf_value=5.157519047997994e-06 5.0266890029888604e-06 -7.4778071986815039e-06 1.4071718317154593e-05 -7.4024032244324191e-06 -1.7433653856642195e-06 -1.7585577628172665e-05 -1.6219099024570114e-05 1.3567938776759548e-05 1.6988869724214469e-05 -1.927935947885719e-05 9.9479933808089262e-06 -6.9895353135507326e-06 3.5613120399786914e-05 1.1748081001314859e-05 -3.9766610417904427e-06 -6.1212422767198403e-06 4.1834258725733281e-06 3.9852371855886306e-07 -1.8023088019845092e-05 -1.4392121565400711e-05 -1.5936789517922988e-06 1.6812018727498733e-05 -4.6076343781537735e-06 -6.0644110453722541e-06 -6.0861707769647427e-06 9.7958133795827966e-06 -6.4491033299418637e-06 -9.5159896963077672e-08 2.346824398305866e-06 1.9725710773768481e-05
leaf_weight=20 25 23 20 32 25 24 23 21 22 26 21 22 21 20 29 20 30 20 20 21 20 33 39 20 31 20 24 2407 21 21
leaf_count=20 25 23 20 32 25 24 23 21 22 26 21 22 21 20 29 20 30 20 20 21 20 33 39 20 31 20 24 2407 21 21
internal_value=0 -4.05877e-08 -7.43855e-08 -1.86113e-08 5.28556e-06 -9.79623e-08 -1.94199e-08 -1.62415e-07 1.50643e-06 4.45633e-08 -5.36419e-06 2.66281e-06 9.85765e-06 -3.58984e-06 1.87169e-06 2.00845e-06 -5.43596e-07 6.0733e-06 -2.55347e-08 -1.2632e-07 2.82933e-06 1.20924e-08 5.20971e-06 -1.36765e-07 -3.46882e-07 4.10107e-06 -1.6684e-08 4.58425e-08 5.51992e-06 1.10363e-05
internal_weight=0 3096 3076 3053 45 3008 2976 2721 255 233 76 157 73 84 50 60 52 40 2698 2606 92 2586 72 2514 71 40 2493 2469 62 42
internal_count=3121 3096 3076 3053 45 3008 2976 2721 255 233 76 157 73 84 50 60 52 40 2698 2606 92 2586 72 2514 71 40 2493 2469 62 42
is_linear=0
shrinkage=0.1


Tree=5897
num_leaves=31
num_cat=0
split_feature=132 1185 50 393 403 4 132 16 16 15 11 120 483 43 483 42 157 2 12 484 10 39 9 9 9 480 160 2 480 480
split_gain=6.07085e-08 4.74556e-07 1.32964e-07 1.09883e-07 6.43006e-08 1.2602e-07 7.88406e-08 1.2846e-07 1.82399e-07 2.38691e-07 5.31742e-08 5.18141e-08 8.66669e-08 5.99325e-07 2.29735e-07 2.84237e-07 1.59413e-07 3.64088e-07 4.00932e-07 3.06189e-07 1.02816e-07 2.28695e-07 5.5586e-07 2.23925e-07 1.10741e-07 8.92417e-08 1.16241e-07 1.15069e-07 6.83641e-07 5.69504e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.09227500000000001 0.10483000000000002 -0.08989999999999998 -0.085719999999999977 -0.092064999999999994 -0.095094999999999985 -0.073404999999999984 -0.045854999999999993 -0.072629999999999986 0.093680000000000013 0.10083000000000002 -0.086909999999999987 0.095085000000000017 0.087505000000000013 -0.06482499999999998 0.096540000000000015 0.094435000000000005 -0.064309999999999992 0.0036750000000000007 0.089790000000000023 0.092235000000000011 0.091600000000000015 0.084755000000000011 0.11387000000000001 -0.55323499999999981 0.083585000000000007 0.094055000000000014 0.085285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -7 -9 -10 -3 12 14 -14 20 -16 -15 18 -18 -19 23 22 -22 24 25 26 -12 29 -29 -28
right_child=1 10 -4 -5 5 6 -8 8 9 -11 11 -13 13 16 15 -17 17 19 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=4.7885874361478877e-06 1.5100089928767245e-05 -5.0008577583563842e-06 -7.6685064003310889e-06 -6.7884644158766601e-06 -7.3064601407247172e-06 -3.6180564101024565e-06 -4.5925501343514378e-06 1.1899933509663575e-05 8.113438098950548e-06 -6.6171944281863537e-06 -5.9426752737966703e-06 -4.6776042401451501e-06 1.7273123823898735e-05 7.5462786775287465e-06 1.043728577220965e-07 -1.4607683556278062e-05 -3.903612050493166e-06 -1.6816956921818768e-05 1.3405619655832593e-05 1.0108106380357641e-07 1.7613352732636345e-05 -4.2405224595985725e-06 -4.5614693544848712e-06 -1.0055935066785342e-05 7.1404897963392701e-06 5.733133396764364e-06 -5.9058230412305004e-07 1.8748002529764893e-07 1.651616897351442e-05 -1.7361753574126245e-05
leaf_weight=27 21 21 31 25 23 28 22 22 22 22 33 23 23 21 29 24 32 23 23 20 26 23 20 22 22 27 565 1854 26 21
leaf_count=27 21 21 31 25 23 28 22 22 22 22 33 23 23 21 29 24 32 23 23 20 26 23 20 22 22 27 565 1854 26 21
internal_value=0 1.22044e-07 -1.59377e-06 -6.07823e-07 3.22997e-07 -5.4442e-07 7.96329e-07 2.05756e-06 4.46539e-06 7.48122e-07 1.27531e-08 4.96049e-08 8.79697e-08 2.49577e-06 -3.90389e-08 -6.55769e-06 -3.6036e-07 -2.05464e-06 3.33479e-06 -8.9481e-06 9.18775e-08 3.90124e-06 7.97213e-06 -1.03973e-08 7.63382e-08 1.48135e-08 -4.69691e-08 3.19272e-08 4.13302e-07 -1.1916e-06
internal_weight=0 2899 222 191 166 139 116 94 66 44 2878 2857 2834 142 2692 53 119 98 55 43 2639 69 46 2570 2548 2526 2499 2466 1880 586
internal_count=3121 2899 222 191 166 139 116 94 66 44 2878 2857 2834 142 2692 53 119 98 55 43 2639 69 46 2570 2548 2526 2499 2466 1880 586
is_linear=0
shrinkage=0.1


Tree=5898
num_leaves=31
num_cat=0
split_feature=40 130 42 1212 1209 42 1209 132 1185 1 0 15 393 2 403 400 130 1208 1208 1210 1210 401 0 133 15 402 402 52 1200 1204
split_gain=5.29471e-08 1.71018e-07 1.28344e-07 1.02309e-07 7.13887e-08 4.93032e-07 7.03675e-08 6.6324e-08 3.86319e-07 1.25271e-07 1.50708e-07 1.00735e-07 7.44935e-08 9.24477e-08 7.84181e-08 9.3896e-08 1.16444e-07 6.47122e-08 9.99118e-08 8.38201e-08 1.79129e-07 6.04495e-08 4.14101e-07 2.0159e-07 1.73477e-07 9.76514e-08 1.96107e-07 1.88367e-07 6.20937e-08 9.98898e-08
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.52517999999999987 -0.084519999999999984 0.087505000000000013 -0.067109999999999989 -0.083174999999999985 -0.083264999999999992 0.088135000000000005 -0.082284999999999983 0.092400000000000024 0.10389500000000002 0.10467500000000002 -0.089609999999999981 -0.082934999999999995 0.09364500000000002 0.11846000000000001 0.099975000000000008 -0.13847499999999999 -0.08861999999999999 -1.0000000180025095e-35 -0.072594999999999979 0.50628500000000021 0.095175000000000023 -0.092414999999999983 -0.064959999999999976 0.083680000000000018 0.089625000000000024 -0.016569999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -6 9 -9 11 -11 12 13 14 -8 -16 -17 18 19 -10 -21 22 24 25 -22 27 -27 -23 29 -28
right_child=1 2 -4 4 6 -7 7 8 17 10 -12 -13 -14 -15 15 16 -18 -19 -20 20 21 23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=5.1287354813212008e-06 -8.8185062462674654e-06 6.9283126311434213e-06 7.313909819887481e-06 6.0984796423976411e-06 4.8944910178824078e-06 -1.2207955349426372e-05 3.5763356705005706e-06 1.3590077932825634e-05 4.7904935710916005e-06 -1.1609651351591312e-05 -8.3463209934793498e-07 -6.8768769649198346e-06 5.6234918664207123e-06 5.5749708995530714e-06 -9.0989780460404287e-06 2.6652515263027883e-06 -6.2248598519195547e-06 5.3757172777709049e-06 -5.5384481267096955e-06 -9.4954943801894858e-06 -2.4905638552068185e-06 1.5592325504647826e-06 -1.1764660371227365e-05 7.2250003144383814e-06 9.3278725335435219e-06 8.2476237319748056e-06 6.8876039915180416e-06 -1.0147165999620079e-05 -5.5740579864504983e-06 -4.0008575246663668e-08
leaf_weight=20 22 21 24 28 29 31 22 21 36 25 27 21 24 21 20 34 26 22 33 20 27 28 31 39 23 29 21 27 20 2349
leaf_count=20 22 21 24 28 29 31 22 21 36 25 27 21 24 21 20 34 26 22 33 20 27 28 31 39 23 29 21 27 20 2349
internal_value=0 -3.30735e-08 2.97e-08 -2.75246e-08 -7.56698e-08 -3.52016e-06 -7.35897e-09 -5.56121e-08 7.9181e-08 -1.72582e-06 -6.01493e-06 -3.98239e-07 5.2728e-07 -4.67102e-07 -1.71106e-06 -3.16509e-06 -1.18713e-06 -2.57095e-08 -7e-08 -1.90235e-09 -6.79032e-08 4.78446e-09 -2.68406e-06 9.14523e-08 2.94592e-06 -2.10006e-08 7.37327e-08 -4.18754e-06 -2.54484e-08 2.13753e-08
internal_weight=0 3101 3079 3055 3034 59 2975 2946 2726 220 52 168 147 123 102 80 60 2705 2683 2650 2614 2594 81 2513 50 2474 2419 55 2390 2370
internal_count=3121 3101 3079 3055 3034 59 2975 2946 2726 220 52 168 147 123 102 80 60 2705 2683 2650 2614 2594 81 2513 50 2474 2419 55 2390 2370
is_linear=0
shrinkage=0.1


Tree=5899
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 130 40 40 40 31 40 43 124 123 97 34 9 1 2 40 46 472 455 12 12 133 12 0 1 1 12
split_gain=6.3241e-08 1.57801e-06 8.27641e-07 3.82327e-07 5.7885e-08 1.04039e-07 7.79794e-08 1.122e-07 1.09201e-07 1.24831e-07 9.73883e-08 9.50371e-08 9.17866e-08 8.52272e-08 4.62149e-07 2.00782e-07 3.73986e-07 1.36727e-07 7.76974e-08 7.19196e-08 1.55944e-07 7.23594e-08 7.69289e-08 2.75529e-07 9.13057e-07 2.30593e-07 3.15489e-07 1.84604e-07 5.12412e-07 4.21606e-07
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.23123999999999997 -0.24290999999999999 -0.085734999999999992 -0.083564999999999987 -0.082169999999999979 -0.081564999999999985 -0.12152999999999999 0.091025000000000009 0.11679000000000002 -0.049229999999999996 -0.057544999999999992 0.091600000000000015 0.12408500000000001 -1.0000000180025095e-35 -0.09083999999999999 0.10253500000000002 0.094800000000000009 0.090605000000000019 0.085325000000000012 0.08493500000000001 -0.0081349999999999981 0.085635000000000003 -0.085669999999999982 0.081315000000000012 0.078340000000000007 0.078300000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 10 -8 -9 -10 -7 12 13 -11 -15 17 -17 -16 -12 20 21 22 23 27 -25 26 -24 28 -19 -29
right_child=2 -3 4 -5 5 6 7 8 9 11 18 -13 -14 14 15 16 -18 19 -20 -21 -22 -23 25 24 -26 -27 -28 29 -30 -31
leaf_value=2.1962967460870628e-07 -1.9445888937174129e-05 2.6418376266381371e-05 5.0205782431673828e-06 -1.4370998233061982e-05 -7.2034652203001319e-06 8.4845000931939765e-06 -6.1325188100151233e-06 -6.6992401571042139e-06 6.84154869624628e-06 -5.8116513757795474e-06 -2.717583736609543e-06 -6.5376896972421408e-06 5.56205029473252e-06 1.3867676009719314e-05 6.2442874708982083e-06 -1.6772490996572743e-05 2.5662157781880527e-06 2.7531531048667526e-07 5.4431630542239875e-06 -5.4972794638767177e-06 8.7978168903646298e-06 4.897549056608867e-06 1.3249450398207745e-05 8.3328292865709449e-06 -1.8502216496329995e-05 6.6104719237769304e-08 -2.6251734414559214e-06 -9.5391451839919607e-07 1.6002639577808707e-05 -1.2877076360950924e-05
leaf_weight=176 22 23 23 20 20 24 30 24 27 25 28 22 30 24 35 20 20 355 20 24 20 29 31 21 32 1516 21 405 22 32
leaf_count=176 22 23 23 20 20 24 30 24 27 25 28 22 30 24 35 20 20 355 20 24 20 29 31 21 32 1516 21 405 22 32
internal_value=0 1.63862e-06 -1.23663e-07 -1.26921e-06 2.3937e-08 -1.6288e-08 3.43795e-08 -5.02222e-08 1.6494e-08 7.59472e-08 3.28332e-06 7.8879e-09 6.19836e-08 -7.07145e-10 5.50173e-08 -7.33233e-08 -7.10314e-06 3.72518e-08 6.82727e-07 -4.93695e-08 3.26731e-09 -6.8117e-08 -1.27256e-07 -8.83147e-07 -7.86946e-06 2.90701e-07 6.83854e-06 -4.28264e-07 1.19309e-06 -1.82701e-06
internal_weight=0 219 2902 196 2880 2857 2837 2765 2735 2711 72 2684 2662 2632 2607 2583 40 2543 48 2508 2484 2464 2435 867 53 1568 52 814 377 437
internal_count=3121 219 2902 196 2880 2857 2837 2765 2735 2711 72 2684 2662 2632 2607 2583 40 2543 48 2508 2484 2464 2435 867 53 1568 52 814 377 437
is_linear=0
shrinkage=0.1


Tree=5900
num_leaves=31
num_cat=0
split_feature=123 123 40 130 42 1212 1213 15 1212 1209 1210 16 1213 42 16 4 401 401 391 130 129 133 132 394 1203 1212 401 401 133 2
split_gain=5.37514e-08 1.34722e-07 5.26502e-08 1.61348e-07 1.48265e-07 8.17762e-08 6.94574e-08 2.59643e-07 1.0686e-07 3.48606e-07 6.97062e-07 3.33054e-07 1.39904e-07 8.72861e-07 1.15082e-06 6.92202e-07 5.11821e-07 1.14903e-07 2.65838e-07 1.57288e-07 1.12125e-07 1.04501e-07 1.01366e-07 3.26065e-07 2.23682e-07 9.10293e-08 8.93972e-08 1.98809e-07 1.77098e-07 3.53809e-07
threshold=0.13162000000000004 0.11410500000000003 -0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.52517999999999987 -0.24064499999999997 0.089165000000000008 -0.092474999999999988 -0.085894999999999985 -0.089089999999999989 -0.090344999999999995 -0.085284999999999986 0.086950000000000013 -0.026164999999999997 -0.082594999999999988 0.11655000000000001 0.10632500000000002 -0.088134999999999977 0.13302000000000003 -0.075474999999999987 -0.047229999999999987 -0.083174999999999985 0.013605000000000001 0.089005000000000015 -0.063924999999999996 -0.46360499999999999 -0.14320999999999998 0.51114000000000004 0.087955000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -7 11 10 -10 -8 13 15 -15 -11 17 18 -14 20 -20 -13 24 25 -22 -24 -27 -28 -29 -30
right_child=-2 -3 3 4 -6 6 8 -9 9 12 -12 21 16 14 -16 -17 -18 -19 19 -21 22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=5.0917277383177868e-06 -5.1675365966730171e-06 7.8309524848340192e-06 -8.7910874948907552e-06 6.1648022091546967e-06 8.3779838335084656e-06 2.0474659355126541e-06 1.4022701065062972e-05 -9.9090394609646637e-06 3.724896045501477e-06 5.399647540747942e-06 -2.2040751486245081e-05 -5.3087416636117278e-06 -1.1555417536328605e-05 3.1293876374894312e-05 -1.8050774227818834e-07 -1.5167610017670087e-05 -1.5314410682714716e-05 6.0536582769864554e-06 6.4771663888817639e-06 8.0758327688575566e-06 -1.1573341039640595e-06 4.1411715425386898e-06 5.6927741685218217e-06 1.0970889457827004e-05 -1.2420246293913805e-05 -6.4915632719930734e-06 9.1642665725173533e-06 -6.2823743024580011e-08 2.6297374824935104e-06 -1.618007599063276e-05
leaf_weight=20 20 22 21 21 21 42 22 32 21 36 21 25 20 21 26 30 22 31 26 24 149 22 27 27 20 22 23 2267 20 20
leaf_count=20 20 22 21 21 21 42 22 32 21 36 21 25 20 21 26 30 22 31 26 24 149 22 27 27 20 22 23 2267 20 20
internal_value=0 3.33336e-08 -2.23818e-08 -5.58183e-08 4.56379e-09 -5.37199e-08 -9.73076e-08 -3.12291e-06 -2.06838e-08 -1.1473e-07 -9.15793e-06 3.86792e-06 2.03872e-08 3.46759e-06 1.38825e-05 -3.94911e-06 -1.23991e-07 8.92422e-10 -7.00474e-08 1.74602e-08 -5.68962e-08 -8.85378e-07 -1.22871e-07 4.34142e-08 -2.49022e-06 -8.06051e-08 -1.46881e-07 -8.69743e-08 -1.79206e-07 -6.77517e-06
internal_weight=0 3101 3079 3059 3038 3017 2996 74 2922 2853 42 69 2811 113 47 66 2698 2676 2645 2625 2601 47 2575 2406 169 2379 2352 2330 2307 40
internal_count=3121 3101 3079 3059 3038 3017 2996 74 2922 2853 42 69 2811 113 47 66 2698 2676 2645 2625 2601 47 2575 2406 169 2379 2352 2330 2307 40
is_linear=0
shrinkage=0.1


Tree=5901
num_leaves=31
num_cat=0
split_feature=132 15 394 50 133 0 132 400 130 40 1213 40 40 34 40 9 10 2 2 376 9 4 4 4 2 2 3 4 16 151
split_gain=6.1616e-08 1.53366e-06 7.55752e-07 3.22251e-07 6.28805e-08 6.28395e-08 1.10698e-07 1.20287e-07 6.16978e-08 9.7169e-08 6.00772e-08 5.91517e-08 9.04804e-08 1.08871e-07 1.19671e-07 1.08664e-07 2.08855e-07 3.50662e-07 1.34635e-07 9.04589e-08 8.08729e-08 7.56036e-08 3.48886e-07 2.85946e-07 1.97687e-07 5.79154e-07 4.13166e-07 8.86869e-07 3.2068e-07 2.1414e-07
threshold=-0.083284999999999984 0.091915000000000011 0.12358500000000001 0.09227500000000001 -0.45516499999999999 -0.09595999999999999 -0.41094499999999995 -0.014055 -0.23123999999999997 -0.24290999999999999 0.086260000000000017 -0.085734999999999992 -0.083564999999999987 -0.112215 -0.082239999999999994 0.092890000000000014 0.053330000000000009 -0.080614999999999978 -0.0091949999999999983 -0.083489999999999981 -0.036024999999999995 0.0049200000000000008 0.0033150000000000007 0.0061450000000000003 0.10402500000000002 0.10644500000000001 -0.042499999999999989 0.052250000000000012 -0.5435399999999998 -0.072119999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 -1 -6 -7 10 -2 -10 -8 -11 -13 -14 -15 16 17 -16 -19 -20 -21 22 -22 -23 26 -26 -25 -28 -27 -30
right_child=2 -3 -4 -5 5 6 7 -9 9 11 -12 12 13 14 15 -17 -18 18 19 20 21 23 -24 24 25 28 27 -29 29 -31
leaf_value=4.6434850446530625e-06 5.5472419307989184e-06 2.4417425958325534e-05 -1.9494000134727685e-05 -1.2046686628309544e-05 -5.0471208127149755e-06 6.8777780760293752e-06 -1.1544466461701735e-06 -7.0956958006718205e-06 -6.9721703675895702e-06 2.8523048214879056e-06 5.0409253731231729e-06 -5.5129845054580072e-06 -6.8423090061000756e-06 7.5865206066997158e-06 1.321922071156223e-05 5.8008536794051935e-06 -8.8117470852466792e-06 -7.2327233222215278e-06 -6.6999763021158292e-06 -5.4974945039877916e-06 -1.9943612527841146e-08 1.2236331142710035e-05 -9.7000317677348477e-06 4.4983460696151504e-07 -1.4470359472648726e-05 1.1158504112245283e-05 -2.8473256946881521e-06 1.9886803506410247e-05 -7.4419211438225842e-06 4.1156902616006597e-07
leaf_weight=26 20 26 20 25 27 21 45 25 20 72 24 30 23 21 20 32 27 26 20 26 1844 22 38 215 29 25 32 37 40 263
leaf_count=26 20 26 20 25 27 21 45 25 20 72 24 30 23 21 20 32 27 26 20 26 1844 22 38 215 29 25 32 37 40 263
internal_value=0 1.61743e-06 -1.22063e-07 -1.45407e-06 1.22211e-07 -7.05628e-07 3.13679e-07 -1.15277e-06 1.23709e-08 -2.63075e-08 1.00047e-06 2.25726e-08 -5.098e-08 8.82299e-09 6.68193e-08 8.24598e-09 -6.13349e-08 2.82598e-08 -7.255e-08 -6.99573e-10 5.14146e-08 1.08103e-07 -2.15397e-07 1.02639e-06 6.41653e-07 -9.24684e-07 2.6106e-06 9.34344e-06 2.72952e-07 -6.25195e-07
internal_weight=0 219 2902 193 168 142 115 94 2882 2862 69 2842 2770 2740 2717 2696 2664 2637 2617 2591 2571 2545 1882 663 641 357 284 69 328 303
internal_count=3121 219 2902 193 168 142 115 94 2882 2862 69 2842 2770 2740 2717 2696 2664 2637 2617 2591 2571 2545 1882 663 641 357 284 69 328 303
is_linear=0
shrinkage=0.1


Tree=5902
num_leaves=31
num_cat=0
split_feature=394 49 49 475 475 1456 3 1453 1 12 12 12 483 12 12 4 2 4 43 158 16 43 52 1456 12 3 1454 4 1455 1456
split_gain=7.56969e-08 6.15535e-08 3.50593e-07 2.70506e-07 3.93253e-07 1.75786e-07 1.47872e-07 3.87059e-07 1.96758e-07 1.34256e-07 3.90203e-07 3.62522e-07 2.45289e-07 2.91122e-07 3.02169e-07 1.6501e-07 2.26755e-07 1.9422e-07 1.81358e-07 1.55295e-07 1.68125e-07 1.47744e-07 1.31371e-07 1.2283e-07 3.87455e-07 6.35605e-07 9.60309e-08 2.43935e-07 1.34637e-07 1.44139e-07
threshold=0.264685 0.084075000000000025 0.085805000000000006 -0.086279999999999982 -0.085444999999999979 0.10959500000000001 0.097915000000000016 -0.066944999999999991 0.11507500000000002 0.090285000000000018 0.092655000000000015 0.089085000000000011 0.049115000000000006 0.085635000000000003 0.087830000000000005 0.056795000000000005 0.10381000000000001 0.033845000000000007 -0.072269999999999987 0.085030000000000008 -0.0048099999999999992 -0.064334999999999989 0.084240000000000023 0.086175000000000015 0.083715000000000026 -0.085784999999999986 0.081220000000000014 -0.074729999999999977 -0.11962499999999998 -0.15024999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 23 7 -6 -8 11 -11 12 13 19 -15 17 -17 21 -18 20 22 -12 -9 26 -25 -26 28 -28 -1 -30
right_child=-2 2 3 4 6 -7 8 9 -10 10 15 -13 -14 14 -16 16 18 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=7.4223905041593673e-06 5.4805297404527664e-06 1.2454907708161044e-05 -8.2941063082591221e-06 1.4662206731372863e-05 -1.3535241136456274e-05 -7.8727372798918319e-06 1.2004007476207335e-05 -7.1421635302962943e-06 7.9210765357452649e-07 -1.3473150256497016e-05 4.6004012263267667e-06 1.3657567939162619e-05 -6.4694738494626324e-06 1.6832606509827507e-05 1.1236603277211544e-06 1.271681254647341e-05 6.2555399877469018e-06 -9.9300516403673107e-06 -6.9017664100101691e-06 7.4448562719182878e-06 5.0253795234311844e-06 -3.3869862417387515e-06 2.3945760065657853e-06 -5.4161104037101883e-06 2.1765360582486957e-05 -6.1274530404868226e-07 -1.2394826307093394e-05 8.8816116018204753e-08 -8.7191737566172375e-06 -1.9236253593597272e-07
leaf_weight=23 25 25 34 20 21 30 24 52 45 24 40 24 39 24 25 21 22 25 20 21 25 55 20 30 22 30 23 49 20 2263
leaf_count=23 25 25 34 20 21 30 24 52 45 24 40 24 39 24 25 21 22 25 20 21 25 55 20 30 22 30 23 49 20 2263
internal_value=0 -4.42569e-08 8.59578e-07 3.6064e-07 8.98595e-07 -2.64226e-07 3.76257e-07 -2.73917e-07 4.6919e-06 3.63355e-07 -1.48423e-06 2.02618e-06 6.71068e-07 2.33862e-06 8.81784e-06 8.80881e-08 4.23237e-06 -2.08766e-06 -9.84401e-09 -3.51903e-07 -2.03986e-06 -2.38757e-08 -4.49307e-06 -1.7144e-07 3.63381e-06 8.85491e-06 -3.02655e-07 -3.89901e-06 -1.90366e-07 -2.67061e-07
internal_weight=0 3096 606 581 547 2490 527 458 69 437 207 230 206 167 49 183 63 120 42 118 97 95 72 2460 82 52 2378 72 2306 2283
internal_count=3121 3096 606 581 547 2490 527 458 69 437 207 230 206 167 49 183 63 120 42 118 97 95 72 2460 82 52 2378 72 2306 2283
is_linear=0
shrinkage=0.1


Tree=5903
num_leaves=31
num_cat=0
split_feature=394 394 403 130 40 394 1176 1183 15 159 15 2 2 48 48 484 160 150 2 16 0 147 2 0 16 16 148 16 48 0
split_gain=6.13144e-08 5.25213e-08 9.19781e-08 6.49837e-08 8.34027e-08 6.01383e-08 9.09537e-08 8.31831e-08 7.47959e-08 7.06865e-08 6.31178e-08 6.28805e-08 6.11845e-07 2.56718e-07 4.33777e-07 2.73254e-07 3.41744e-07 3.21928e-07 2.56564e-07 6.48189e-07 4.28438e-07 2.76e-07 3.78976e-07 2.03446e-07 3.02936e-07 2.1044e-07 1.66728e-07 1.65609e-07 3.64815e-07 2.14718e-07
threshold=0.264685 -0.14580499999999996 -0.014954999999999998 -0.23123999999999997 -0.24290999999999999 -0.09139499999999999 1.0000000180025095e-35 -0.073809999999999973 -0.5556049999999999 0.10569000000000002 -0.49307999999999996 0.10912000000000001 0.11018500000000002 -0.075224999999999986 -0.031249999999999997 0.085515000000000022 0.11205000000000002 0.095950000000000021 0.10613000000000002 -0.018494999999999998 0.12113000000000002 0.093875000000000014 0.10497000000000002 -0.073309999999999986 -0.0019699999999999995 0.6352000000000001 -0.091979999999999992 -0.074319999999999983 0.092205000000000023 -0.18113999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 7 -7 9 -9 -10 18 -13 -14 -15 16 17 23 21 -20 -21 22 26 24 27 -25 -12 28 -16 -30
right_child=-2 3 -4 4 5 6 -8 8 10 -11 11 12 13 14 15 -17 -18 -19 19 20 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-7.6748669395480358e-06 4.9324804713251071e-06 5.5543640753187774e-06 1.2768062416315927e-06 -6.4639797847121368e-06 3.9680802298167502e-06 4.7978302644777517e-06 -5.5137543061315837e-06 5.1817285964261826e-08 -4.2595530304525815e-06 8.4593461906479206e-06 8.3379372446633287e-06 1.8077211984746102e-05 -9.8439033062428891e-06 1.4475890627739899e-05 1.0091084144267709e-05 -8.2641096848116543e-06 1.1918693116268305e-05 -9.7044489144360746e-06 4.8114164933900204e-06 -1.9576320885266109e-05 -1.0277781029799372e-06 -1.1758886739698938e-05 1.0216967992467593e-05 2.7959505571456234e-07 1.3043784327174794e-05 -8.3733001915220487e-06 -2.2273513626166537e-07 -6.6712358534459782e-06 3.2027484394347997e-06 -1.017377035601558e-05
leaf_weight=24 25 21 22 20 38 36 30 20 36 20 23 20 24 22 43 36 26 31 36 33 20 20 36 231 29 32 2098 20 28 21
leaf_count=24 25 21 22 20 38 36 30 20 36 20 23 20 24 22 43 36 26 31 36 33 20 20 36 231 29 32 2098 20 28 21
internal_value=0 -3.98238e-08 -3.39363e-06 1.07582e-08 -2.76755e-08 1.51048e-08 -3.54549e-08 2.04271e-08 -3.87765e-08 4.25558e-06 -9.87327e-08 -4.57848e-08 9.00054e-07 2.67378e-07 7.34952e-07 1.26701e-07 7.81949e-07 1.16304e-07 -2.80784e-07 -5.54341e-06 -1.25769e-05 -6.56374e-08 4.2784e-08 8.69877e-07 3.93468e-06 -7.73229e-07 -1.29904e-07 1.57607e-06 3.36896e-06 -2.53005e-06
internal_weight=0 3096 46 3050 3029 3009 2971 2941 2905 40 2865 2829 563 543 519 497 461 435 2266 89 53 2177 2157 404 141 263 2121 112 92 49
internal_count=3121 3096 46 3050 3029 3009 2971 2941 2905 40 2865 2829 563 543 519 497 461 435 2266 89 53 2177 2157 404 141 263 2121 112 92 49
is_linear=0
shrinkage=0.1


Tree=5904
num_leaves=31
num_cat=0
split_feature=120 1 120 2 9 10 124 3 2 33 34 10 2 45 2 2 1447 160 2 16 3 393 1208 42 1447 480 1210 1213 2 42
split_gain=5.9265e-08 9.83453e-08 2.82625e-07 1.26059e-07 7.16544e-08 1.64441e-07 3.24329e-07 1.28654e-07 9.28742e-08 9.61055e-08 1.13406e-07 1.05831e-07 7.06855e-08 7.24812e-08 6.44869e-08 7.01182e-07 4.10775e-07 3.2232e-07 2.96999e-07 1.25104e-06 1.70007e-06 3.12244e-07 2.87253e-07 2.39573e-07 2.34948e-07 2.97456e-07 2.34966e-07 1.96789e-07 3.01643e-07 5.57775e-07
threshold=0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.092410000000000006 0.053330000000000009 -1.0000000180025095e-35 -0.014944999999999998 -0.090999999999999984 0.085305000000000006 -0.084769999999999984 -0.011559999999999999 -0.0050599999999999994 0.094030000000000016 0.091055000000000011 0.091265000000000013 0.0030850000000000005 -0.53327999999999987 0.089775000000000008 -0.071359999999999993 -0.080884999999999985 0.12679500000000002 0.099975000000000008 0.08733500000000001 0.040965000000000008 0.10742500000000001 -0.099939999999999987 0.12389500000000002 0.093680000000000013 0.091295000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -7 -6 -1 10 -10 -12 -13 14 18 -16 17 -17 21 20 -20 22 24 -21 25 26 -14 28 29 -19
right_child=-2 -3 -4 -5 7 6 -8 -9 9 -11 11 12 13 -15 15 16 -18 27 19 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.8782365461714413e-06 -4.754407896493481e-06 6.4164100924320637e-06 -1.1858618324822601e-05 7.6100931106669707e-06 -7.086386316446946e-07 2.3429505138968429e-06 -1.5450510650225626e-05 9.9595060919455144e-06 7.3581885035742922e-06 -6.5982526331770888e-06 -5.8285364744851027e-06 5.3400141778183759e-06 -8.2232614321017875e-06 -4.8095895474562576e-06 1.9170047492025335e-05 -1.0020168283811091e-05 1.4151523620447342e-05 -3.1222176563888378e-07 -3.8561499875521847e-05 1.0837743068423739e-05 -1.4637159407963434e-06 1.2104095332601684e-05 9.8525255777661058e-06 -2.6323546120218692e-06 -8.7147196130431297e-06 1.1358136511189927e-05 -1.4405595773661797e-07 9.2736610933267616e-06 7.4739587051780139e-07 -1.4372915236494103e-05
leaf_weight=27 26 24 20 22 26 21 20 20 21 22 31 25 37 31 20 31 21 102 21 31 30 21 28 23 33 22 1328 24 974 39
leaf_count=27 26 24 20 22 26 21 20 20 21 22 31 25 37 31 20 31 21 102 21 31 30 21 28 23 33 22 1328 24 974 39
internal_value=0 3.99343e-08 -9.8981e-09 6.7773e-08 1.29922e-08 -4.74061e-08 -6.33679e-06 3.92969e-06 4.02434e-08 -1.38307e-08 3.6241e-08 -1.72969e-08 4.61133e-08 -8.85129e-10 5.26408e-08 6.01238e-07 2.89419e-07 4.06119e-08 -3.69437e-07 -5.5074e-06 -1.67393e-05 -2.18993e-09 -1.77765e-07 5.10048e-06 -3.75545e-07 -1.77136e-07 -3.63053e-07 3.14435e-07 1.2159e-07 -4.20135e-06
internal_weight=0 3095 3071 3051 3029 2983 41 46 2942 2915 2893 2872 2841 2816 2785 1211 1191 1170 1574 105 51 1469 1448 54 1420 1387 1365 1139 1115 141
internal_count=3121 3095 3071 3051 3029 2983 41 46 2942 2915 2893 2872 2841 2816 2785 1211 1191 1170 1574 105 51 1469 1448 54 1420 1387 1365 1139 1115 141
is_linear=0
shrinkage=0.1


Tree=5905
num_leaves=31
num_cat=0
split_feature=1209 130 1 9 34 34 33 124 15 160 1375 1372 3 4 484 13 403 15 133 480 12 160 1 159 160 484 0 15 3 1447
split_gain=6.07605e-08 5.64111e-08 9.4077e-08 6.46554e-08 5.75961e-08 2.15925e-07 1.98624e-07 1.34468e-07 6.43944e-08 6.5192e-08 3.04255e-07 3.03626e-07 1.83595e-07 3.0284e-07 4.89577e-07 3.00523e-07 2.98922e-07 2.18596e-07 3.56185e-07 6.16545e-07 3.83557e-07 4.5702e-07 3.26772e-07 4.51986e-07 4.34576e-07 3.87393e-07 2.65645e-07 2.61345e-07 2.32109e-07 1.50018e-07
threshold=-0.14444499999999996 -0.23123999999999997 0.16540500000000002 -0.092939999999999981 -0.083689999999999987 -0.057544999999999992 -1.0000000180025095e-35 -0.083034999999999984 -0.56020999999999987 -0.085764999999999994 -0.095009999999999997 -0.065504999999999994 -0.086224999999999982 -0.081609999999999988 0.036420000000000008 -0.08459499999999999 -0.084339999999999984 0.12044500000000001 0.085355000000000014 0.097905000000000006 0.091085000000000013 -0.23055499999999998 0.085475000000000009 -0.092414999999999983 -0.14580499999999996 0.08660000000000001 -0.078904999999999989 -0.03241999999999999 -0.071329999999999991 -0.086424999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 -6 -7 -5 -8 10 -10 -11 13 14 -12 -15 -14 18 19 22 21 27 23 -18 -25 26 28 -20 -24 -13
right_child=1 2 -4 4 5 6 8 -9 9 11 12 29 16 15 -16 -17 17 -19 20 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=5.4941356802373779e-06 4.8985949038267243e-06 5.6467807092985826e-06 -5.9491842876013841e-06 1.5902320314759862e-06 9.0808683090961923e-06 -1.0004016558013974e-05 -5.3941348917099027e-06 -7.370634308672914e-06 1.3147423908321798e-05 -1.1375443875749625e-05 6.4373785572451712e-07 5.8524023675740214e-06 1.3255883188668079e-05 1.0538663837391854e-05 -2.0474773884329592e-05 -3.0739353166030592e-06 5.2303466485254302e-06 1.1131250776088564e-05 3.5277671403574375e-06 -1.7417961197946604e-05 1.6530689672238267e-05 1.0185415618779142e-05 9.4403143599208774e-06 -1.8902109559348901e-06 -1.8144935532698833e-05 1.4681922825957373e-05 -9.561230433519087e-06 -1.1281365657221335e-05 -3.5691527566920435e-06 -1.7811400290781853e-07
leaf_weight=20 23 20 27 33 26 20 22 34 20 24 23 42 21 23 21 55 34 20 22 23 23 38 32 38 29 25 20 26 24 2313
leaf_count=20 23 20 27 33 26 20 22 34 20 24 23 42 21 23 21 55 34 20 22 23 23 38 32 38 29 25 20 26 24 2313
internal_value=0 -3.54372e-08 -7.23062e-08 -2.02984e-08 -5.76925e-08 7.84677e-09 -7.24455e-08 -2.95707e-06 -4.37437e-09 3.65699e-08 1.05434e-06 -1.8461e-07 5.67697e-07 -2.80198e-06 -9.43555e-06 9.40036e-07 1.66397e-06 9.76309e-07 3.68229e-07 -1.9047e-06 5.06006e-06 1.99234e-06 -1.38344e-07 -4.16039e-06 -8.92584e-06 3.8837e-06 3.31655e-07 -4.49385e-06 3.86483e-06 -7.05634e-08
internal_weight=0 3101 3078 3051 3031 2964 2938 67 2918 2896 517 2379 497 122 44 78 375 354 334 225 109 86 202 101 67 101 76 48 56 2355
internal_count=3121 3101 3078 3051 3031 2964 2938 67 2918 2896 517 2379 497 122 44 78 375 354 334 225 109 86 202 101 67 101 76 48 56 2355
is_linear=0
shrinkage=0.1


Tree=5906
num_leaves=31
num_cat=0
split_feature=1446 1213 484 52 481 1446 157 1 42 42 1447 154 474 155 0 13 133 4 1 475 475 2 475 1429 475 1429 4 1 12 1
split_gain=5.49249e-08 4.94216e-07 5.36297e-07 9.33155e-07 5.79678e-07 2.70568e-07 2.1589e-07 1.90865e-07 2.80758e-07 3.58512e-07 1.73229e-07 8.76482e-08 1.05593e-07 1.10669e-07 8.80062e-08 2.98e-07 2.89052e-07 4.68278e-07 1.86953e-07 9.64437e-08 1.87364e-07 5.26189e-07 1.97114e-07 1.25819e-07 2.69245e-07 2.07523e-07 3.38156e-07 9.92366e-08 2.0176e-07 3.42272e-07
threshold=0.083715000000000026 0.04198000000000001 -0.085034999999999986 -0.013374999999999998 -0.084999999999999992 0.057835000000000004 -0.06482499999999998 0.091900000000000023 0.091295000000000015 0.088465000000000002 -0.085684999999999997 1.0000000180025095e-35 -0.26322499999999993 0.14485500000000004 0.10455500000000001 0.10443000000000001 0.086910000000000015 -0.50940999999999981 0.10389500000000002 -0.10664 -0.085719999999999977 0.087505000000000013 -0.08483499999999998 -0.080244999999999997 0.016915000000000003 -0.026244999999999997 -0.49013999999999996 0.16540500000000002 0.12757000000000002 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 11 -6 8 9 10 -8 12 -1 14 19 16 17 -16 -19 -14 21 -21 -22 24 -24 -25 -27 28 -28 -30
right_child=1 -3 4 -5 6 -7 7 -9 -10 -11 -12 -13 13 -15 15 -17 -18 18 -20 20 22 -23 23 25 -26 26 27 -29 29 -31
leaf_value=-5.8962113246619287e-06 1.4135943341470385e-06 1.6099839204538773e-05 1.6199604710386161e-05 -2.5808358011829567e-05 7.9799032785861831e-06 -1.117362685156629e-05 -1.0837167206773302e-05 4.9756592181224468e-06 -1.2605742071732844e-05 1.0860653601412197e-05 1.1881621305845963e-06 5.9767309797583348e-06 -5.1716965468935028e-06 7.3844136932166299e-06 -2.1509128519028309e-05 6.8948944772273538e-06 3.3192550980512066e-06 1.4312764135631311e-06 -1.0788885611559419e-05 -3.1877754379977963e-06 -9.4596314547536848e-06 1.3346757659268119e-05 1.1077041826865753e-05 -9.9539870245193721e-06 -3.4877187049046784e-06 1.266441450655163e-05 6.6569928349057636e-09 6.1871788166172338e-06 -3.9220373244981083e-07 -1.578933163479881e-05
leaf_weight=31 34 21 27 20 30 22 25 34 26 20 23 24 35 20 20 26 29 31 21 39 22 38 30 21 22 21 2320 25 42 22
leaf_count=31 34 21 27 20 30 22 25 34 26 20 23 24 35 20 20 26 29 31 21 39 22 38 30 21 22 21 2320 25 42 22
internal_value=0 1.39159e-06 9.9231e-08 -8.66861e-06 2.65849e-06 -1.26462e-07 3.44505e-07 -1.44504e-06 -3.76742e-06 -3.88064e-07 -5.07503e-06 -4.08553e-08 -9.21597e-08 -2.75313e-08 -8.11633e-08 -2.65239e-06 -5.11011e-06 -8.50527e-06 -3.50379e-06 4.26691e-08 1.12809e-07 4.97212e-06 -3.53765e-08 4.74576e-08 4.91503e-06 -5.5812e-08 2.97278e-08 -8.04127e-08 -1.46138e-07 -5.68497e-06
internal_weight=0 260 239 54 185 2861 158 128 94 68 48 2839 2815 2784 2764 127 101 72 52 2637 2602 77 2525 2503 52 2451 2430 2409 2384 64
internal_count=3121 260 239 54 185 2861 158 128 94 68 48 2839 2815 2784 2764 127 101 72 52 2637 2602 77 2525 2503 52 2451 2430 2409 2384 64
is_linear=0
shrinkage=0.1


Tree=5907
num_leaves=31
num_cat=0
split_feature=40 4 448 1348 447 457 34 34 34 9 10 2 16 150 132 50 393 1203 0 1210 402 1373 150 12 4 4 2 2 48 12
split_gain=6.44793e-08 1.34198e-07 5.49102e-08 1.0846e-07 6.21265e-08 1.16432e-07 8.89346e-08 1.13684e-07 8.18183e-08 2.23642e-07 4.10584e-07 1.23132e-07 3.6204e-07 6.26591e-08 6.74223e-08 1.7539e-06 7.85077e-07 2.44664e-07 6.2633e-08 6.37043e-07 4.64735e-07 2.69988e-07 6.14415e-07 2.18606e-07 7.7158e-07 1.91394e-06 4.06655e-07 5.89409e-07 8.84867e-07 4.0848e-07
threshold=-0.24620999999999996 0.63556000000000001 0.068920000000000023 0.091105000000000005 0.088380000000000014 0.090150000000000022 -0.097449999999999981 -0.084564999999999987 -0.057544999999999992 0.091600000000000015 0.09820000000000001 -1.0000000180025095e-35 -0.024819999999999998 -0.11226499999999999 -0.083284999999999984 0.097510000000000013 0.12679500000000002 0.089165000000000008 -0.083804999999999977 -0.41266499999999995 0.12389500000000002 1.0000000180025095e-35 0.090480000000000019 0.083715000000000026 -0.07533999999999999 -0.085964999999999986 0.10402500000000002 0.11510000000000002 0.094925000000000023 -0.010834999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -8 -9 11 -11 12 -10 -13 15 17 18 -15 20 -20 21 23 -23 24 25 -16 -26 28 29 -28
right_child=1 -3 -4 -5 5 -7 7 8 9 10 -12 13 -14 14 16 -17 -18 -19 19 -21 -22 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=5.6597783282086316e-06 5.6640685670572566e-06 -8.0033680812145281e-06 -5.2048984798602763e-06 6.0351680288780097e-06 9.152207856762593e-08 -9.4246993739943725e-06 -6.228663982381414e-06 4.8012849242064076e-06 1.4027911801468177e-05 -1.7609312285458147e-05 2.1876728515673508e-06 4.0090421430832999e-06 -4.1327282923746333e-06 -1.2195801433815129e-08 2.3665588680553295e-07 2.9857261083634515e-05 -1.9903508436982521e-05 -1.1464574548708264e-05 1.7740339925304789e-05 1.8348792730850521e-07 -1.350633162339229e-05 -5.2561443998418637e-06 1.6210378119770516e-05 4.4448741064297636e-07 2.4939324761851864e-06 -3.8159356281539656e-05 -1.213330897007836e-05 1.3143116884921142e-06 -2.7880543430827943e-05 6.7851083247747046e-06
leaf_weight=20 28 21 20 30 36 20 29 36 23 20 22 39 21 167 37 20 20 21 21 1303 27 24 30 735 184 20 25 79 22 21
leaf_count=20 28 21 20 30 36 20 29 36 23 20 22 39 21 167 37 20 20 21 21 1303 27 24 30 735 184 20 25 79 22 21
internal_value=0 -3.64988e-08 1.78208e-08 5.19562e-08 -7.28353e-09 -3.30713e-06 5.48521e-08 1.53978e-09 6.34787e-08 4.2767e-09 -7.23946e-06 1.1144e-07 5.36033e-06 2.881e-08 -2.7514e-08 1.70362e-06 -1.68831e-07 -1.29145e-06 -1.27021e-08 4.61958e-07 -5.3467e-07 -2.37104e-07 6.6697e-06 -5.69222e-07 -2.48952e-06 -1.32356e-05 -6.38982e-07 -4.56045e-06 -1.13856e-05 -3.49664e-06
internal_weight=0 3101 3080 3060 3030 56 2974 2946 2917 2881 42 2839 44 2795 2756 208 2548 188 2528 1324 1204 1177 54 1123 388 57 331 147 68 46
internal_count=3121 3101 3080 3060 3030 56 2974 2946 2917 2881 42 2839 44 2795 2756 208 2548 188 2528 1324 1204 1177 54 1123 388 57 331 147 68 46
is_linear=0
shrinkage=0.1


Tree=5908
num_leaves=31
num_cat=0
split_feature=132 1185 15 51 2 132 12 48 133 1 0 48 49 1 48 0 0 1365 47 0 33 47 1 15 47 483 12 483 42 2
split_gain=5.6524e-08 4.3551e-07 1.5957e-07 6.92453e-08 5.93495e-08 1.81355e-07 1.26625e-07 5.73423e-08 2.18953e-07 1.94999e-07 5.28303e-07 4.71476e-07 2.62354e-07 2.26904e-07 1.50005e-07 9.00284e-08 1.03007e-07 6.75844e-08 7.7839e-08 9.14795e-07 4.26148e-07 2.66561e-07 1.56784e-07 1.75258e-07 1.33867e-07 8.39531e-08 3.56207e-07 2.02882e-07 3.24489e-07 2.68487e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 1.0000000180025095e-35 0.089125000000000024 -0.41094499999999995 0.089885000000000007 0.10061000000000002 -0.13941499999999998 0.099660000000000012 -0.09515499999999999 0.11376500000000002 -0.043469999999999995 0.11414000000000001 0.096835000000000018 -0.071339999999999987 -0.089269999999999988 0.085025000000000017 0.094160000000000008 -0.10096999999999999 -1.0000000180025095e-35 0.10421000000000001 0.11751000000000002 -0.065449999999999994 0.09055500000000001 0.12236500000000002 0.094435000000000005 0.098395000000000024 0.096610000000000015 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 14 -9 10 -10 -11 -13 -14 17 16 -12 18 20 -20 -3 -21 23 -23 25 27 -27 -22 29 -29
right_child=1 7 -4 -5 5 -7 -8 8 9 11 15 12 13 -15 -16 -17 -18 -19 19 21 24 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=5.6429594278164416e-07 1.4466411136839139e-05 -1.2066541256293326e-05 -8.3203476545653158e-06 -5.0741734347476654e-06 9.5445439479628191e-06 -1.677800678913223e-06 -8.2893373496517599e-06 1.0991417166844094e-05 -1.7312172103629565e-05 1.574729828348609e-05 2.6706515974958033e-06 9.0984138068961332e-06 -1.1858308478167602e-05 4.9374315659437783e-07 -6.4460148764369114e-06 5.5747089302510887e-06 -6.3332342885284262e-06 4.5337125456512696e-06 1.7345890427672965e-05 -9.9778888793920371e-06 -2.2957078908760109e-07 1.0052183434630444e-05 -4.9219468824698456e-06 -2.0750274622762597e-06 8.0733761706142101e-06 -1.3885985212947986e-05 4.1277480289389365e-06 8.1764382440606099e-06 1.561160817280844e-05 -6.0609678691300224e-06
leaf_weight=84 21 30 30 28 24 36 20 22 20 24 27 25 20 58 37 27 24 32 31 31 2256 26 28 22 20 21 23 26 21 27
leaf_count=84 21 30 30 28 24 36 20 22 20 24 27 25 20 58 37 27 24 32 31 31 2256 26 28 22 20 21 23 26 21 27
internal_value=0 1.17768e-07 -1.53786e-06 -4.78096e-07 3.066e-07 2.81114e-06 -1.13833e-06 1.30696e-08 1.46988e-06 5.38889e-07 -2.81241e-06 3.12493e-06 1.83799e-07 -2.67345e-06 -1.23697e-07 9.05476e-07 -1.56647e-06 -3.35175e-08 -9.05633e-08 2.21956e-06 -2.2208e-07 -2.16283e-06 1.02489e-06 4.49388e-06 -7.36536e-08 -1.42289e-07 -4.46972e-06 -6.05694e-08 5.09169e-06 9.2342e-07
internal_weight=0 2899 222 192 164 60 104 2878 247 225 98 127 103 78 2631 78 51 2594 2562 138 2424 107 76 48 2394 2374 44 2330 74 53
internal_count=3121 2899 222 192 164 60 104 2878 247 225 98 127 103 78 2631 78 51 2594 2562 138 2424 107 76 48 2394 2374 44 2330 74 53
is_linear=0
shrinkage=0.1


Tree=5909
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 9 10 34 9 12 1429 156 11 11 16 1429 1446 1 43 1446 160 160 52 1 1 52 484 0 484 1447 3
split_gain=5.20446e-08 1.45609e-06 7.44066e-07 3.53676e-07 5.4453e-08 1.26794e-07 2.68727e-07 1.09489e-07 8.14099e-08 5.27553e-08 1.81014e-07 8.70067e-08 2.31349e-07 1.53996e-07 9.08365e-08 7.64286e-08 2.79404e-07 4.01982e-07 1.36213e-07 1.73641e-07 8.17029e-08 2.38655e-07 5.01408e-07 4.2055e-07 2.22402e-07 1.21449e-07 1.18813e-07 1.16234e-07 1.33528e-07 1.30861e-06
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.092410000000000006 0.053330000000000009 -0.028109999999999996 0.087755000000000014 -0.010834999999999999 -0.23752499999999996 0.32523500000000005 0.092630000000000018 0.099410000000000012 0.6352000000000001 0.11635000000000001 0.096495000000000011 0.086720000000000005 -0.065269999999999981 0.091180000000000011 -0.57146499999999989 0.10908000000000002 -0.080114999999999978 0.075045000000000014 0.096255000000000021 -0.029369999999999997 -0.22288999999999995 -0.078244999999999995 -0.14408499999999999 -0.085709999999999995 -0.085784999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 7 -7 9 -6 -4 11 13 -13 14 15 18 17 -17 19 -11 25 22 26 24 -23 -21 -22 -27 29 -29
right_child=2 -3 4 -5 8 6 -8 -9 -10 10 -12 12 -14 -15 -16 16 -18 -19 -20 20 21 23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=2.4769444147689308e-07 -1.8432866553749508e-05 2.6524210638745858e-05 -5.1201940641476541e-06 -1.3777543654214243e-05 8.0395200755100679e-06 -1.3450832462002015e-05 2.7457479308168335e-06 7.2451017071476343e-06 -1.970785530959672e-07 9.0485057063190096e-06 9.5132116030072215e-06 -1.0650642831967197e-05 1.9184209889999694e-06 6.6383766170474703e-06 -5.604491763502383e-06 -8.1838725132651504e-06 1.0235216006659551e-05 8.2313772509223782e-06 -7.2820097679701029e-06 6.6025288366030772e-06 4.0187649781965652e-06 -9.3321517336367582e-06 -2.0042684659529187e-05 1.3807200882638428e-05 3.6443707831494981e-06 -7.6136022704531569e-06 -6.3848672577175129e-06 2.6283634815627012e-05 -1.0646220338206504e-07 -3.0212769355664195e-06
leaf_weight=178 22 21 20 20 21 21 20 21 28 21 20 27 32 35 29 35 33 26 26 28 23 28 20 20 25 20 21 20 2196 64
leaf_count=178 22 21 20 20 21 21 20 21 28 21 20 27 32 35 29 35 33 26 26 28 23 28 20 20 25 20 21 20 2196 64
internal_value=0 1.48652e-06 -1.12173e-07 -1.169e-06 2.77771e-08 -2.94291e-08 -5.55006e-06 5.16985e-08 3.33289e-06 -2.85604e-09 3.43745e-08 -3.5093e-08 -3.83352e-06 4.88424e-08 -3.86846e-08 2.32526e-08 2.82279e-06 -1.18721e-06 -8.15072e-08 -6.20029e-09 -8.33398e-08 -2.45658e-06 -6.91413e-06 1.45141e-06 -3.21115e-06 5.63225e-08 -9.46605e-07 -2.33705e-08 4.32105e-08 3.95608e-06
internal_weight=0 219 2902 198 2880 2831 41 2790 49 2769 2749 2729 59 2670 2635 2606 94 61 2512 2486 2465 137 64 73 53 2328 44 2300 2280 84
internal_count=3121 219 2902 198 2880 2831 41 2790 49 2769 2749 2729 59 2670 2635 2606 94 61 2512 2486 2465 137 64 73 53 2328 44 2300 2280 84
is_linear=0
shrinkage=0.1


Tree=5910
num_leaves=31
num_cat=0
split_feature=132 1185 1203 10 0 12 9 47 9 47 47 47 1453 131 131 1446 471 1419 4 1420 11 12 155 11 43 130 40 40 150 43
split_gain=5.53872e-08 4.59995e-07 2.36962e-07 5.72515e-08 2.4478e-07 3.04289e-07 1.44419e-07 7.53239e-08 1.35659e-06 5.57298e-07 1.52079e-07 9.46118e-08 7.59494e-08 1.27163e-07 8.10695e-08 7.31635e-08 6.87722e-08 1.33923e-07 3.71665e-07 1.28797e-07 8.27516e-08 3.94045e-07 4.98194e-07 1.77007e-07 1.18785e-07 1.76186e-07 1.492e-07 1.25378e-07 1.05112e-07 9.71593e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.091600000000000015 0.094160000000000008 0.082870000000000013 0.096850000000000006 0.09055500000000001 0.087885000000000019 -1.0000000180025095e-35 0.096070000000000016 0.091885000000000008 0.11787500000000002 0.10338500000000002 0.086505000000000012 -0.012164999999999999 -0.082399999999999987 0.088215000000000002 0.10149500000000002 0.11854500000000001 0.085630000000000026 -0.53814999999999991 -0.22699999999999995 -0.085734999999999992 -0.083564999999999987 -0.10247999999999999 -0.12152999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -6 7 8 10 -9 11 15 -11 14 -14 16 17 19 -19 -3 23 22 -22 24 -21 -26 29 -28 -29 -27
right_child=1 3 -4 4 5 -7 -8 9 -10 12 -12 -13 13 -15 -16 -17 -18 18 -20 20 21 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-2.8111909442678863e-07 1.486305680459953e-05 -7.8783045366782031e-06 -1.0122052195323964e-05 1.1101720671528409e-05 5.754106601788438e-06 -8.9153082801483557e-06 -8.1371472808975593e-06 1.6823254474150998e-05 -2.4354240703478749e-05 6.1916502863823547e-06 7.6526784911178617e-06 -5.7137272300412318e-06 9.9595369758126742e-08 -5.620896282945634e-06 6.7929906845165543e-06 6.0554859146577662e-06 -5.715501399771754e-06 -1.9234893400721377e-06 1.4960943529083373e-05 6.8238199746701865e-06 -1.2178011820651591e-06 -4.9455959839406208e-06 2.1102452557784093e-05 -9.0445152305950287e-06 -9.0123304702997725e-06 9.8273904541201783e-06 -8.0384663306176673e-06 5.8954568007250387e-06 -1.675765385903239e-07 1.6132737502832446e-06
leaf_weight=194 21 21 28 24 31 26 22 22 23 20 26 29 190 37 20 20 21 32 22 25 20 32 20 22 22 24 20 29 2042 36
leaf_count=194 21 21 28 24 31 26 22 22 23 20 26 29 190 37 20 20 21 32 22 25 20 32 20 22 22 24 20 29 2042 36
internal_value=0 1.16577e-07 -1.52232e-06 8.97579e-09 2.62988e-06 -9.37205e-07 -6.69247e-08 -2.94451e-09 -1.80581e-07 1.5251e-06 4.51572e-08 -3.60064e-08 2.6458e-07 -2.15345e-07 7.37062e-07 3.23715e-08 -1.80733e-08 3.24742e-08 4.95535e-06 -8.24568e-08 -1.10289e-08 3.32547e-06 9.94233e-06 -1.1924e-07 -2.99058e-08 -1.08757e-07 -1.76928e-08 -1.58772e-07 -8.26765e-08 4.89892e-06
internal_weight=0 2899 222 2878 81 57 2797 2775 2486 289 2463 2437 267 247 210 2408 2388 2367 54 2313 2292 72 40 2220 2198 2173 2151 2091 2071 60
internal_count=3121 2899 222 2878 81 57 2797 2775 2486 289 2463 2437 267 247 210 2408 2388 2367 54 2313 2292 72 40 2220 2198 2173 2151 2091 2071 60
is_linear=0
shrinkage=0.1


Tree=5911
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 2 1429 155 2 130 1 33 16 402 3 3 3 16 157 3 3 12 42 482 43 2 4 12 3 474 52
split_gain=6.8538e-08 1.3464e-07 7.59094e-08 6.68446e-08 2.52177e-07 8.08579e-08 7.75727e-08 1.80697e-07 6.59354e-08 9.41072e-08 6.2575e-08 7.68305e-08 2.59359e-07 2.53321e-07 4.05211e-07 4.17624e-07 2.87337e-07 2.54468e-07 3.37038e-07 2.00421e-07 2.0259e-07 3.07376e-07 3.67666e-07 2.34735e-07 2.12806e-07 1.78201e-07 5.13719e-07 4.14271e-07 2.53409e-07 2.08306e-07
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.060529999999999994 0.08734500000000002 -0.011139999999999999 0.11245500000000001 0.10613000000000002 -0.23123999999999997 0.16540500000000002 -0.0066799999999999993 -0.0094449999999999968 0.10874500000000002 0.0051600000000000005 -0.0096849999999999974 -0.017889999999999996 -0.0083599999999999976 -0.071119999999999989 0.092670000000000016 -0.045649999999999989 0.09474500000000001 0.096450000000000022 0.080200000000000007 -0.073959999999999984 0.088555000000000009 -0.015039999999999998 0.090695000000000012 -0.085854999999999987 0.084755000000000011 -0.0073049999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 8 -8 -7 10 -10 -12 13 14 15 16 -13 -15 -19 20 21 22 25 24 -24 29 27 -27 -29 -18
right_child=1 2 3 5 -6 6 7 -9 9 -11 11 12 -14 17 -16 -17 19 18 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-5.3233369423348151e-06 7.6638718303950995e-06 -5.5036621556610046e-06 1.1021833367976796e-05 -6.0777993894589604e-06 -2.05180967074941e-06 5.2711667495570868e-06 9.5283689747534329e-06 -2.1516857346936241e-06 4.2155927490859863e-06 -5.9804355259984735e-06 2.5843184643936646e-07 -1.1354928571358136e-05 7.3426977334787737e-06 -2.9748394776366433e-06 -1.2436210858400696e-05 9.570583875122821e-06 9.697701247862116e-07 1.5832869134328577e-05 2.0463824016979132e-06 -8.5390681258439544e-06 1.6490543454719239e-06 -1.4392059765668819e-05 8.0228040415109873e-06 1.3361679395443173e-05 -3.8499008484096623e-06 4.6098909723052821e-06 -2.041051593117854e-05 -3.7523233044743794e-06 -1.6655457741011482e-05 -6.6049599960630688e-06
leaf_weight=24 23 25 25 22 36 23 27 26 34 27 1920 31 37 49 35 33 126 25 61 38 190 20 26 21 36 41 21 45 23 51
leaf_count=24 23 25 25 22 36 23 27 26 34 27 1920 31 37 49 35 33 126 25 61 38 190 20 26 21 36 41 21 45 23 51
internal_value=0 4.12512e-08 -1.57821e-08 2.92153e-08 3.30624e-06 -3.76852e-08 7.11676e-09 3.79853e-06 -6.18654e-08 -1.04308e-07 -4.88924e-08 -1.00145e-07 -8.57534e-07 -1.20548e-06 -1.93496e-06 -1.41139e-06 -1.9531e-06 2.77692e-06 6.05408e-06 -1.49627e-06 -1.05023e-06 -2.30111e-06 -1.68107e-06 4.224e-06 1.12898e-06 -3.27755e-06 -6.08881e-06 -3.32958e-06 -8.11662e-06 -1.21278e-06
internal_weight=0 3097 3074 3049 61 2988 2966 53 2913 2890 2863 2829 909 872 737 702 669 135 86 638 600 410 390 83 62 307 130 109 68 177
internal_count=3121 3097 3074 3049 61 2988 2966 53 2913 2890 2863 2829 909 872 737 702 669 135 86 638 600 410 390 83 62 307 130 109 68 177
is_linear=0
shrinkage=0.1


Tree=5912
num_leaves=31
num_cat=0
split_feature=47 0 1 0 15 47 394 0 12 0 47 15 0 131 1209 1208 1208 402 403 132 132 50 43 43 474 471 11 12 3 1428
split_gain=5.92658e-08 5.45416e-07 2.66554e-06 5.8004e-07 2.70694e-07 2.41136e-07 9.534e-08 8.73928e-08 7.96886e-08 1.16772e-07 8.61597e-08 1.88559e-07 7.55484e-08 7.14045e-08 8.1336e-08 9.94316e-08 8.26311e-08 1.1019e-07 1.1368e-07 7.72297e-08 1.26814e-07 8.03134e-08 4.3108e-07 5.462e-07 1.31108e-07 1.13364e-07 1.42496e-07 4.35662e-07 3.08724e-07 2.1308e-07
threshold=0.092165000000000011 -0.10224499999999999 0.099400000000000002 -0.09595999999999999 -0.18895499999999996 0.090100000000000013 0.264685 -0.091354999999999978 0.096475000000000019 -0.060129999999999996 0.11939500000000002 -0.068899999999999975 -0.066089999999999996 0.13767000000000004 0.14268500000000003 0.11253500000000001 0.10233500000000001 0.15960500000000002 0.51370000000000016 -0.44750499999999993 -0.26631499999999991 -0.099524999999999988 -0.095049999999999982 -0.064334999999999989 -0.45463999999999999 0.094575000000000006 0.090070000000000025 0.10149500000000002 -0.15447499999999995 0.093045000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -4 6 13 -5 9 10 11 -9 -10 14 15 16 17 18 19 -1 -21 22 -22 -24 -23 26 29 -28 -29 -26
right_child=1 3 4 7 -6 -7 -8 8 12 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 21 24 23 -25 25 -27 27 28 -30 -31
leaf_value=-5.2163166823707545e-06 -3.8176339843299832e-05 1.6666694647359361e-05 1.1307593853243383e-05 -4.7857209413426039e-06 -2.3487750489890617e-06 1.0579993828617841e-05 6.3443075305258393e-06 6.5165719800259268e-06 -6.1484991247511821e-06 -2.1066761033610066e-06 9.0820432378677646e-06 -5.2344352804373725e-06 8.9848948157111865e-07 -5.6601709771216107e-06 6.4135494812944675e-06 -7.0119477095431657e-06 5.9065997606448185e-06 -5.8201247540523587e-06 5.744600923987621e-06 7.8031774440508652e-06 -9.2336438542743472e-06 -8.1712840801628767e-06 1.5572882556235917e-05 -2.3595612371233684e-06 -2.6935980626681045e-09 -6.4849308357763765e-06 1.3616496298709535e-05 -1.1153655759699178e-05 6.0129057560102827e-06 -9.1065778231215805e-06
leaf_weight=28 22 22 21 37 47 22 24 36 29 46 25 22 32 22 20 20 24 32 35 21 22 20 35 33 2299 27 30 20 22 26
leaf_count=28 22 22 21 37 47 22 24 36 29 46 25 22 32 22 20 20 24 32 35 21 22 20 35 33 2299 27 30 20 22 26
internal_value=0 -1.24834e-06 -7.92014e-06 1.16315e-06 1.86863e-06 1.52115e-07 6.89947e-08 -3.39399e-07 5.26464e-07 1.93475e-06 4.17458e-06 2.05929e-06 -2.45172e-06 1.39481e-08 5.99432e-08 1.27746e-08 6.53155e-08 1.24134e-08 8.37049e-08 6.99897e-09 6.42408e-08 1.05953e-10 2.93384e-06 6.87037e-06 -1.07928e-07 -4.13989e-08 3.11815e-08 4.41258e-06 -2.16165e-06 -1.045e-07
internal_weight=0 339 90 249 68 2782 2760 227 190 129 83 58 61 2736 2714 2694 2674 2650 2618 2583 2555 2534 90 68 2444 2424 2397 72 42 2325
internal_count=3121 339 90 249 68 2782 2760 227 190 129 83 58 61 2736 2714 2694 2674 2650 2618 2583 2555 2534 90 68 2444 2424 2397 72 42 2325
is_linear=0
shrinkage=0.1


Tree=5913
num_leaves=31
num_cat=0
split_feature=156 472 47 2 47 393 48 2 47 50 12 12 1 47 48 16 9 10 471 1446 1 0 2 52 12 156 160 1447 481 403
split_gain=5.39373e-08 8.33135e-08 5.61128e-08 5.22956e-07 2.40935e-07 7.95047e-08 7.20396e-08 1.24053e-07 2.61547e-07 2.14689e-07 8.69026e-08 1.47341e-07 1.29244e-07 1.07339e-07 7.78973e-08 7.29927e-08 6.96759e-08 3.01619e-07 6.95471e-08 1.05641e-07 2.29155e-07 3.58673e-07 1.06841e-07 3.17596e-07 8.20229e-07 3.09496e-07 2.81305e-07 2.54128e-07 2.63014e-07 4.94707e-07
threshold=0.3248100000000001 -0.097514999999999977 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.12679500000000002 0.10288500000000002 0.10402500000000002 0.10421000000000001 0.13257000000000002 0.089005000000000015 0.092995000000000008 0.11588000000000001 0.10648500000000001 0.13252500000000003 -0.046599999999999996 0.08925000000000001 0.053330000000000009 0.10338500000000002 0.10135500000000001 0.086560000000000012 -0.082184999999999994 0.083585000000000007 0.4099850000000001 0.094375000000000014 0.091555000000000011 -0.24205499999999996 0.059120000000000013 -0.087424999999999989 -0.55049499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 16 10 8 -8 14 13 -12 15 -5 -9 -13 18 -18 19 22 21 -21 23 25 -25 26 -3 28 -24 -30
right_child=-2 2 3 6 -6 -7 7 9 -10 -11 11 12 -14 -15 -16 -17 17 -19 -20 20 -22 -23 27 24 -26 -27 -28 -29 29 -31
leaf_value=6.4691568877606193e-06 -4.824745895387858e-06 1.1245962776315755e-05 -1.6907905892367128e-05 -7.9980212760617453e-06 1.0813401985658512e-05 5.5642420473024964e-06 1.4250544355718377e-05 -1.3987120298459618e-06 1.8508735826262873e-07 -1.0055126235783975e-05 6.3219058904059214e-06 -1.0289412634847395e-05 2.0211489702859354e-06 -1.5343622511533219e-07 6.0234631991289252e-06 -1.7458388265367829e-06 1.2695680912987554e-05 -2.0173365005336422e-06 -5.9433607566461439e-06 -1.0183267811498808e-05 1.2855108493567969e-05 7.105279689009573e-06 -7.6486218348648877e-06 -2.3248631057206448e-05 3.4832514681208219e-06 -1.1272798392907975e-05 -5.7943036413748683e-07 9.854078049792643e-06 1.3699813465522043e-05 6.6802334294551564e-08
leaf_weight=20 23 21 20 37 21 26 20 31 39 20 29 20 40 33 26 20 22 38 20 20 20 30 43 22 24 26 478 27 27 1878
leaf_count=20 23 21 20 37 21 26 20 31 39 20 29 20 40 33 26 20 22 38 20 20 20 30 43 22 24 26 478 27 27 1878
internal_value=0 3.58185e-08 -5.98357e-09 -1.22775e-06 1.43229e-07 6.09098e-08 -2.32182e-07 1.50277e-06 4.95304e-06 -1.14094e-06 -1.55036e-06 2.15378e-07 -1.99824e-06 -4.29986e-06 1.98684e-06 -6.01763e-06 7.83613e-09 3.37744e-06 -6.88619e-08 -2.39498e-08 3.8085e-06 1.89861e-07 -1.2932e-07 -1.33409e-06 -9.30156e-06 -6.35991e-07 -8.17685e-08 2.18997e-07 8.54512e-08 2.60026e-07
internal_weight=0 3098 3078 335 2743 2722 315 136 59 77 179 109 80 70 57 40 2696 60 2636 2616 70 50 2546 571 46 525 499 1975 1948 1905
internal_count=3121 3098 3078 335 2743 2722 315 136 59 77 179 109 80 70 57 40 2696 60 2636 2616 70 50 2546 571 46 525 499 1975 1948 1905
is_linear=0
shrinkage=0.1


Tree=5914
num_leaves=31
num_cat=0
split_feature=1429 1417 11 155 16 51 11 11 400 13 132 50 1185 1203 375 2 12 13 52 43 51 43 16 15 2 43 3 4 52 401
split_gain=5.4692e-08 1.28598e-07 9.36969e-08 2.95137e-07 2.62836e-07 4.9473e-07 1.67069e-07 1.21878e-07 1.7106e-07 7.97019e-08 7.12253e-08 1.49041e-06 7.40877e-07 3.64733e-07 7.49364e-08 6.88871e-08 6.49463e-08 1.0628e-07 8.36848e-08 6.0435e-08 1.81917e-07 1.27452e-07 3.92125e-07 2.83755e-07 3.35624e-07 2.3881e-07 1.25951e-07 1.60202e-07 2.23507e-07 1.25883e-07
threshold=0.12521000000000002 -0.080324999999999994 0.090070000000000025 0.11854500000000001 0.63167000000000006 -0.22411499999999998 0.086595000000000019 0.081365000000000007 -0.40134499999999995 0.095120000000000024 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.087420000000000012 0.097070000000000004 0.11527000000000001 0.054800000000000008 0.091820000000000013 0.084740000000000024 0.081440000000000026 0.055925000000000009 -0.06421499999999998 0.095575000000000007 0.087675000000000017 0.05259500000000001 -0.080484999999999987 0.16173500000000005 1.0000000180025095e-35 -0.41463499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 6 -6 7 8 -3 15 11 13 -12 16 19 -4 17 18 -10 21 26 25 23 24 -23 29 -21 28 -28 -14
right_child=-2 2 3 -5 5 -7 -8 -9 10 -11 12 -13 14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-7.651952504064949e-06 5.2125538371683436e-06 9.2532160215341713e-06 -1.6433089451146029e-06 1.3909194940424641e-05 1.1635860378841504e-06 -1.9428986024649931e-05 7.4677401607914368e-06 -5.9852918692580284e-06 -2.2279056911092659e-07 -4.5233823252980683e-06 -1.8442420266431082e-05 2.7709243340723333e-05 7.9249382724810851e-06 -1.3767060831924029e-05 5.5476402119817674e-06 5.8949995272322911e-06 5.8646952243179842e-06 -6.7979055248066471e-06 6.8192957041901544e-06 2.6676250159204981e-06 -1.0314673891736511e-05 -3.3601859649934341e-06 1.5731917209277092e-05 -9.5603413872898581e-06 1.3788303814570619e-05 -1.0948775579890935e-05 -1.5721674960922844e-06 2.3440179134399553e-06 -1.3476634095847354e-05 -4.3482153011854125e-08
leaf_weight=22 20 20 22 20 28 20 30 34 108 24 22 20 20 20 24 27 20 21 20 69 22 25 21 21 21 20 46 39 24 2271
leaf_count=22 20 20 22 20 28 20 30 34 108 24 22 20 20 20 24 27 20 21 20 69 22 25 21 21 21 20 46 39 24 2271
internal_value=0 -3.36231e-08 2.08112e-08 3.14661e-06 -7.6543e-08 -7.41665e-06 4.33771e-08 -3.32153e-08 3.71989e-08 1.97959e-07 -2.73842e-08 1.74979e-06 -1.67811e-07 -9.97242e-07 -1.45358e-08 2.51045e-06 5.13979e-07 -2.04238e-07 8.77535e-07 -6.58987e-08 -1.73599e-06 7.33339e-08 3.80855e-06 7.13815e-08 4.46847e-06 -6.88986e-08 -6.75708e-07 -2.79213e-06 -5.6537e-06 2.60807e-08
internal_weight=0 3101 3079 93 2986 48 2938 2908 2874 73 2854 209 2645 189 2623 49 169 149 128 2599 200 2399 88 67 46 2311 178 109 70 2291
internal_count=3121 3101 3079 93 2986 48 2938 2908 2874 73 2854 209 2645 189 2623 49 169 149 128 2599 200 2399 88 67 46 2311 178 109 70 2291
is_linear=0
shrinkage=0.1


Tree=5915
num_leaves=31
num_cat=0
split_feature=132 1185 1203 52 131 120 1 120 130 9 10 0 9 16 1186 129 394 129 129 131 132 393 129 133 2 2 43 14 158 157
split_gain=5.49954e-08 4.54603e-07 1.67915e-07 6.09285e-08 5.82332e-08 5.35972e-08 1.14465e-07 2.53027e-07 1.36434e-07 8.86057e-08 1.30276e-07 2.61913e-07 1.31812e-07 8.41115e-08 5.31503e-08 1.04112e-07 7.23153e-08 9.34176e-08 1.17632e-07 1.17658e-07 9.14878e-08 8.49647e-08 8.30879e-08 1.91987e-07 3.65182e-07 1.93085e-07 1.30789e-07 1.23422e-07 2.16356e-07 2.13518e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10347000000000002 -0.076979999999999979 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 -0.22461999999999996 0.092410000000000006 0.053330000000000009 -0.066689999999999985 0.087755000000000014 -0.4179199999999999 0.090275000000000008 -0.077709999999999987 -0.10421499999999999 0.11234000000000001 0.10532000000000001 0.13695500000000002 0.13831000000000002 -0.086024999999999976 0.084115000000000009 0.090445000000000011 0.10882500000000002 0.094215000000000007 -0.52440999999999993 -0.31455999999999995 -0.47382999999999992 -0.063984999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 -3 10 12 -12 14 -11 15 -10 -17 18 19 20 21 -18 26 24 25 -24 -23 29 -29 -28
right_child=1 5 -4 -5 -6 -7 -8 -9 9 13 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=4.4926461092237093e-06 1.4775961443817885e-05 7.7409054157491792e-06 -8.7561145109914066e-06 -4.8795242138213434e-06 -5.7956971334403668e-07 -4.7988055722152751e-06 7.0740578809383569e-06 -1.1217160988223896e-05 -6.0479120199080827e-06 -1.5259725149094482e-08 -1.3847805921614056e-05 2.1420810688661214e-06 7.9133901592632315e-06 8.8326559121428143e-06 4.0109501640017697e-06 4.9427918039045519e-06 -6.4121914484920648e-06 6.2661090940151638e-06 -6.5816544842992445e-06 6.3820983346626495e-06 -6.4142452530454053e-06 -8.2120856006895348e-06 6.8141698648105378e-07 9.4562309618595472e-06 -1.0405246203504249e-05 1.2183561440224368e-05 1.2222514198418305e-05 -1.0567091645725668e-05 -1.1990752315853877e-07 1.057244999839629e-08
leaf_weight=27 21 23 28 27 140 23 23 20 29 21 20 21 21 22 32 29 21 23 28 28 23 20 54 30 24 20 22 20 2240 41
leaf_count=27 21 23 28 27 140 23 23 20 29 21 20 21 21 22 32 29 21 23 28 28 23 20 54 30 24 20 22 20 2240 41
internal_value=0 1.16165e-07 -1.51692e-06 -4.7209e-07 2.40489e-07 9.19649e-09 4.793e-08 -9.13252e-09 7.05832e-08 7.32847e-09 -6.32043e-08 -5.65786e-06 2.15947e-08 4.51158e-06 -4.01519e-08 -8.9034e-08 -2.31523e-08 -7.86698e-08 -1.3543e-07 -6.44529e-08 -1.36224e-07 -7.82804e-08 -2.44512e-08 2.45647e-06 3.13692e-07 3.7901e-06 -1.59986e-07 -9.06612e-08 -2.1236e-07 4.27506e-06
internal_weight=0 2899 222 194 167 2878 2855 2832 2812 2789 2746 41 2705 43 2684 2652 2623 2594 2571 2543 2515 2492 2471 128 98 74 2343 2323 2260 63
internal_count=3121 2899 222 194 167 2878 2855 2832 2812 2789 2746 41 2705 43 2684 2652 2623 2594 2571 2543 2515 2492 2471 128 98 74 2343 2323 2260 63
is_linear=0
shrinkage=0.1


Tree=5916
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 16 12 2 1213 13 1208 1208 402 1210 1210 1212 16 0 1210 402 401 13 1212 0 401 12 52 1210 1209 374 120
split_gain=5.27451e-08 1.4865e-06 7.06789e-07 3.91417e-07 5.42661e-08 8.4045e-08 1.3468e-07 1.23671e-07 1.04947e-07 5.09428e-08 9.83255e-08 6.93291e-08 2.06015e-07 1.12667e-07 5.48459e-08 4.42273e-07 4.34465e-07 1.3145e-07 1.05316e-07 1.29925e-07 5.19606e-07 1.47087e-07 1.04423e-07 7.8838e-08 4.93473e-07 3.53958e-07 1.97162e-07 7.47792e-08 6.43872e-08 8.97551e-08
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.097644999999999996 0.11418000000000002 0.097385000000000013 0.086260000000000017 -0.0021749999999999994 0.12461500000000002 0.10837500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 -0.088629999999999987 -0.092484999999999984 -0.086284999999999987 -0.082214999999999983 0.11522000000000002 0.10076500000000001 -0.0095349999999999983 -0.063924999999999996 -0.080869999999999984 -1.0000000180025095e-35 0.097575000000000009 0.087435000000000013 0.014175000000000002 -0.076689999999999994 0.08987500000000001 0.088020000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 8 -6 10 11 12 -4 -14 15 -15 -17 -16 19 21 -21 -19 -18 24 25 -23 27 -25 29 -29
right_child=2 -3 9 -5 5 -7 -8 -9 -10 -11 -12 -13 13 14 17 16 22 18 -20 20 -22 23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=4.4961075618630273e-06 -1.7968810169060652e-05 2.5547030361889013e-05 9.0990522321590112e-06 -1.4582402263840778e-05 -7.7046080433752123e-07 -6.0993799153315521e-06 7.3969353766385568e-06 5.4281959898577519e-06 -8.9667343272161642e-06 -5.0058996657753602e-06 6.8761065406198178e-06 -4.548612978947914e-06 -7.1473533735529191e-06 -1.3596813929640261e-05 7.8299998718152477e-06 1.3814885099756276e-05 -6.4478966773354583e-06 7.8873239867031469e-06 5.9586802573600535e-06 -1.425973339168936e-05 7.0064370311229135e-06 -5.6567977196664293e-07 1.1227674780169956e-06 -5.4131867873365988e-06 9.2655468142766048e-06 -1.9379447312530829e-05 9.9972982616236555e-06 8.2284266388634833e-08 4.5400299747200282e-06 -6.4843857996623094e-06
leaf_weight=25 22 23 25 20 61 23 23 23 21 20 21 33 22 26 22 21 35 24 30 27 20 20 38 25 20 20 20 2358 32 21
leaf_count=25 22 23 25 20 61 23 23 23 21 20 21 33 22 26 22 21 35 24 30 27 20 20 38 25 20 20 20 2358 32 21
internal_value=0 1.49648e-06 -1.12931e-07 -1.32578e-06 1.80656e-07 -5.33823e-07 4.66238e-07 -1.05191e-06 -2.86951e-06 2.34676e-08 5.8638e-08 8.2094e-09 6.18e-08 -1.94411e-08 3.73962e-08 -2.05346e-06 1.13938e-06 1.32471e-07 6.77615e-08 -5.5216e-10 -5.2103e-06 9.58487e-08 -2.507e-06 2.15262e-08 -3.55986e-06 -9.97256e-06 1.09019e-07 2.78348e-08 8.42535e-08 2.43187e-08
internal_weight=0 219 2902 196 176 151 128 105 82 2880 2860 2839 2806 2781 2759 120 94 2639 2617 2587 47 2540 73 2516 60 40 2456 2436 2411 2379
internal_count=3121 219 2902 196 176 151 128 105 82 2880 2860 2839 2806 2781 2759 120 94 2639 2617 2587 47 2540 73 2516 60 40 2456 2436 2411 2379
is_linear=0
shrinkage=0.1


Tree=5917
num_leaves=31
num_cat=0
split_feature=132 1185 1203 10 0 12 9 47 9 47 1366 1456 159 46 160 51 403 51 51 1209 51 51 51 1 52 15 43 159 15 376
split_gain=5.41222e-08 4.74681e-07 2.26949e-07 5.05695e-08 2.33701e-07 2.37261e-07 1.67825e-07 7.06325e-08 1.15666e-06 5.23367e-07 1.0851e-07 7.29315e-08 1.19594e-07 8.12198e-08 8.42471e-08 6.26747e-08 2.49296e-07 5.5469e-07 2.42461e-07 1.71141e-07 1.45933e-07 1.67284e-07 1.44503e-07 7.42665e-07 1.09704e-07 5.23756e-07 1.31484e-07 1.27222e-07 1.48703e-07 1.08982e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.091600000000000015 0.094160000000000008 0.082870000000000013 0.096850000000000006 -0.082814999999999986 -0.077604999999999993 0.085035000000000013 0.10123000000000001 -0.081399999999999986 0.094075000000000006 -0.0031149999999999997 0.096505000000000021 0.090560000000000015 0.11495000000000001 0.08955500000000001 0.087505000000000013 0.078435000000000019 0.086920000000000011 -0.077024999999999996 -0.074054999999999996 0.022390000000000004 -0.0083249999999999973 -0.087679999999999994 0.089005000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -6 7 8 10 -9 -3 -11 13 14 -13 18 -17 -18 19 20 21 22 29 -24 25 -19 27 -26 -29 -12
right_child=1 3 -4 4 5 -7 -8 9 -10 11 15 12 -14 -15 -16 16 17 24 -20 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-2.9014423029109629e-07 1.5095254344660569e-05 6.466049259100916e-06 -9.9209174745088345e-06 1.0747041149746414e-05 4.8922698037894139e-06 -8.0610966913004991e-06 -8.7650632942561735e-06 1.6308385716001796e-05 -2.2489769731771009e-05 -4.997237836808685e-06 1.5095219364464193e-08 -5.4823420456765845e-06 7.1901859305748633e-06 6.0850383836097428e-06 2.7327271715976875e-07 -8.266101595684934e-06 1.7942672188621058e-05 1.6323983859563114e-05 -8.1213000133797507e-06 6.7737699004687285e-06 -8.2816534188623347e-06 8.2062883545101311e-06 6.2214962857372783e-06 -1.9529109471520877e-05 1.6067298256836273e-06 -3.2148397033725978e-06 6.9119033512487522e-06 -1.1346212026679e-05 -1.4497667528846196e-06 -6.7640673402517381e-06
leaf_weight=194 21 26 28 24 31 26 22 22 23 24 1989 30 26 20 167 24 21 23 38 36 22 24 24 21 65 34 21 22 49 24
leaf_count=194 21 26 28 24 31 26 22 22 23 24 1989 30 26 20 167 24 21 23 38 36 22 24 24 21 65 34 21 22 49 24
internal_value=0 1.15235e-07 -1.50484e-06 5.92976e-09 2.46915e-06 -1.01628e-06 -6.5404e-08 3.56628e-09 -1.6845e-07 1.48326e-06 3.99913e-08 2.61716e-07 7.81119e-07 1.32122e-08 -6.03217e-07 -2.85674e-08 1.44204e-06 2.43351e-06 -2.03447e-07 -6.28497e-08 -1.79826e-07 -9.4216e-08 -1.91015e-07 -5.79545e-06 9.11585e-07 4.66925e-06 -4.52661e-07 -1.58984e-06 -4.51627e-06 -6.57294e-08
internal_weight=0 2899 222 2878 81 57 2797 2775 2486 289 2463 267 243 217 197 2437 259 235 2178 2140 2104 2082 2058 45 214 57 157 136 71 2013
internal_count=3121 2899 222 2878 81 57 2797 2775 2486 289 2463 267 243 217 197 2437 259 235 2178 2140 2104 2082 2058 45 214 57 157 136 71 2013
is_linear=0
shrinkage=0.1


Tree=5918
num_leaves=31
num_cat=0
split_feature=401 401 402 133 12 16 133 403 1208 1210 401 130 2 131 3 131 16 16 4 52 448 1455 447 376 40 2 158 131 3 3
split_gain=5.39108e-08 1.15924e-07 1.11278e-07 1.11873e-07 5.11479e-07 2.01085e-07 7.78742e-08 1.6775e-07 1.83732e-07 1.30404e-07 1.05322e-07 8.63335e-08 8.24166e-08 7.37942e-08 2.12294e-07 9.20569e-08 7.04367e-08 2.00948e-07 3.50133e-07 3.9049e-07 1.8976e-07 1.6047e-07 1.45737e-07 1.26871e-07 1.88712e-07 1.86174e-07 1.59409e-07 1.4135e-07 1.47635e-07 4.57034e-07
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.41553500000000004 0.097575000000000009 -0.073404999999999984 0.40945500000000007 -0.54856499999999986 0.099975000000000008 -0.3960249999999999 0.13571500000000003 -0.23123999999999997 0.31358000000000003 0.11863000000000001 -0.082284999999999983 0.11535500000000003 0.0039400000000000008 -0.0013749999999999997 -0.0070899999999999991 -0.087284999999999988 0.030280000000000001 0.10861000000000001 0.091690000000000008 0.089005000000000015 -0.0095299999999999985 0.098035000000000011 -1.0000000180025095e-35 0.096490000000000006 -0.072894999999999988 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 -6 7 -4 9 -9 11 -11 13 15 -15 16 17 20 19 -19 22 23 -13 24 25 -18 -26 28 -28 -30
right_child=1 2 3 4 5 -7 -8 8 -10 10 -12 12 -14 14 -16 -17 21 18 -20 -21 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=5.1751945591149706e-06 -7.1064075892417861e-06 5.7952097449742723e-06 -6.6933267860165234e-06 -1.5523054998993756e-05 -5.0421640976723708e-06 7.8372056695688693e-06 4.8109074615400892e-06 -7.665237446665493e-06 8.1441563996317458e-06 6.5542598213141898e-06 6.6599861156646518e-06 1.4979684183413825e-07 -5.252551826136672e-06 3.563466632385826e-06 -1.038652888306994e-05 6.6779454582068696e-06 -4.2472143216019184e-08 9.0548742004362532e-06 1.2394608441698783e-05 -9.8058131035703937e-06 -9.314859510465926e-06 -9.6263833552256993e-06 8.5279820918263533e-06 -8.4037573833484194e-06 6.1941057787583809e-06 1.1431906481308174e-05 1.9505364061827636e-07 -8.3707094605555394e-06 -1.2366096487832174e-05 -4.8201217643455947e-07
leaf_weight=20 23 33 37 25 22 27 34 22 28 20 24 1832 30 20 24 21 31 21 37 23 21 20 21 20 31 26 419 26 42 141
leaf_count=20 23 33 37 25 22 27 34 22 28 20 24 1832 30 20 24 21 31 21 37 23 21 20 21 20 31 26 419 26 42 141
internal_value=0 -3.33792e-08 1.94732e-08 -4.3121e-08 -3.88378e-06 2.05463e-06 5.25399e-08 -2.54509e-09 8.28201e-08 4.22764e-09 6.34305e-08 7.40883e-09 -3.92544e-08 1.70853e-08 -4.04562e-06 8.25169e-08 3.14272e-08 3.484e-07 5.22493e-06 -8.04121e-07 1.37622e-07 -7.88258e-07 2.44747e-07 -5.48092e-07 -3.2866e-07 5.19145e-06 -8.06121e-07 -1.15167e-06 -8.39888e-07 -3.20951e-06
internal_weight=0 3101 3078 3045 74 49 2971 2937 2900 2872 2850 2826 2806 2776 44 2732 2711 1955 81 44 1874 756 1853 736 716 57 659 628 602 183
internal_count=3121 3101 3078 3045 74 49 2971 2937 2900 2872 2850 2826 2806 2776 44 2732 2711 1955 81 44 1874 756 1853 736 716 57 659 628 602 183
is_linear=0
shrinkage=0.1


Tree=5919
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 401 1212 1212 52 12 401 391 2 391 1183 1212 401 402 481 481 2 1447 402 43 158 0 13 1 12 1 12
split_gain=6.06304e-08 5.97695e-08 6.2036e-08 1.53063e-07 7.43104e-08 9.84556e-08 5.92639e-07 3.45795e-07 6.64252e-07 7.96878e-08 2.10649e-07 1.52462e-07 9.3114e-08 9.07045e-08 8.65375e-08 2.86479e-07 1.68216e-07 9.27034e-08 9.31071e-07 6.23836e-07 5.62948e-07 8.48472e-08 1.05726e-07 8.81518e-08 2.22601e-07 2.08949e-07 1.76667e-07 1.60702e-07 3.37705e-07 2.83634e-07
threshold=0.12461500000000002 0.10837500000000001 0.092250000000000013 -0.094304999999999986 0.13274500000000003 -0.092474999999999988 -0.087464999999999987 0.086275000000000004 0.088725000000000012 0.10632500000000002 -0.088134999999999977 0.080205000000000012 -0.077824999999999991 -0.082229999999999984 -0.009474999999999999 -0.099524999999999988 0.11174500000000002 -0.087424999999999989 -0.085629999999999984 0.085485000000000019 0.040965000000000008 0.094750000000000015 -0.0071849999999999995 0.11245500000000001 -0.082284999999999983 -0.06884499999999999 0.16540500000000002 0.12757000000000002 0.13075500000000004 0.12069000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 -5 10 -8 -11 -12 -14 15 -15 17 19 -19 -16 -21 23 -23 26 -25 -26 27 29 -29 -20
right_child=-2 -3 -4 4 -6 6 9 -9 -10 11 12 -13 13 14 16 -17 -18 18 21 20 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=8.7657159201626201e-06 -5.4882506913145342e-06 5.1141809506035599e-06 -4.1293723244153729e-06 2.2443343847217401e-05 -4.8047566480136089e-06 -1.4046708071570417e-05 -1.0218140018878331e-05 -3.3340066538171827e-06 -5.9110048647609457e-07 1.0816462793457049e-05 6.2832599372934328e-06 -1.2847028431549138e-07 6.737526455253828e-06 -4.089866706635803e-06 -1.3480454362656424e-05 1.1556530276720879e-05 -8.6109869323041973e-06 1.856375434027979e-05 4.7255088076187911e-08 -4.4662954383671309e-06 1.5456251897020318e-05 -9.1639371772623203e-06 1.4369368972648563e-07 -1.0496771406971155e-05 6.6429679333980727e-06 -5.0223659388513955e-06 9.2232597559077924e-06 -2.0490328413712711e-08 -1.5324946076656857e-05 1.2007502655251302e-05
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internal_value=0 3.54019e-08 -2.54873e-09 4.62894e-08 -1.14169e-08 3.9883e-08 -6.46301e-08 3.19052e-06 8.71127e-06 8.18302e-08 8.02027e-09 3.85151e-06 8.13524e-08 2.75203e-08 -2.13687e-08 4.23268e-06 -9.54756e-08 -2.22581e-08 9.13203e-08 -3.07349e-06 3.17068e-06 -1.04117e-07 -4.22519e-06 -2.34406e-08 -3.0963e-06 2.45849e-07 9.11708e-08 1.09977e-08 -4.81741e-06 1.50139e-07
internal_weight=0 3101 3078 3042 3022 2990 2894 96 52 2864 2809 55 2789 2765 2745 47 2698 2675 2579 96 60 2552 49 2503 90 62 2413 2392 67 2325
internal_count=3121 3101 3078 3042 3022 2990 2894 96 52 2864 2809 55 2789 2765 2745 47 2698 2675 2579 96 60 2552 49 2503 90 62 2413 2392 67 2325
is_linear=0
shrinkage=0.1


Tree=5920
num_leaves=31
num_cat=0
split_feature=40 130 121 33 47 47 47 394 148 16 1 16 51 0 16 133 52 51 51 1209 1 3 43 1374 51 51 43 51 4 43
split_gain=5.95264e-08 1.63298e-07 1.44343e-07 7.00575e-08 5.58031e-08 4.32907e-07 1.72347e-07 8.24968e-08 8.06286e-08 1.41494e-07 3.83364e-07 1.77628e-07 7.46763e-08 2.16925e-07 9.23163e-07 5.40693e-07 2.74601e-07 1.77691e-07 1.54957e-07 1.3172e-07 1.31439e-07 3.07402e-07 5.64339e-07 1.18999e-07 1.43568e-07 1.54667e-07 2.87259e-07 2.21921e-07 1.14044e-07 1.10698e-07
threshold=-0.24620999999999996 -0.22699999999999995 -0.085749999999999979 -0.0066799999999999993 0.092165000000000011 0.096475000000000019 0.090100000000000013 0.15288500000000002 -0.10069499999999999 -0.54165499999999989 0.10439500000000002 -0.5315899999999999 0.094075000000000006 -0.083804999999999977 -0.087874999999999981 -0.054584999999999995 -0.07278999999999998 0.11381000000000001 0.090560000000000015 0.12417500000000002 0.10337500000000001 -0.075634999999999994 -0.032879999999999993 -0.22591999999999998 0.088785000000000017 0.082455000000000014 -0.0077799999999999996 0.024995000000000003 -0.51843499999999987 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 8 -5 10 -10 -11 18 15 -15 -14 -17 -18 19 23 21 22 -16 -13 25 27 -27 28 -25 -30
right_child=1 2 3 4 5 -7 -8 -9 9 11 -12 12 13 14 20 16 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=5.4380505071094381e-06 -8.6199457510619222e-06 8.2885678152490001e-06 4.5521447053474596e-06 5.5969712338992399e-06 -1.1994882225628639e-05 -7.8490470938142333e-08 9.0934607518041357e-06 5.7162696321029219e-06 2.5315038771156185e-06 8.960137032235335e-06 -1.2177873793461913e-05 6.0328868888367052e-06 -1.64936731562193e-05 2.4174230625249041e-05 -1.7876672150881253e-06 1.1678647604726612e-05 -6.6603094608427347e-06 2.8301517659201639e-06 -6.4941530954689753e-06 6.6796449995568511e-06 -4.578640756847108e-06 -4.1093099572636299e-06 2.0956805988134876e-05 -6.6400193414092767e-06 -6.4012608522477282e-06 1.405121889720682e-05 -2.6945243371301329e-06 -8.1029164227351844e-06 -6.5700590692398838e-07 8.7227515438458046e-07
leaf_weight=20 22 21 33 25 34 295 21 25 37 22 34 30 20 20 24 21 34 47 39 28 32 34 20 27 38 21 20 36 1295 746
leaf_count=20 22 21 33 25 34 295 21 25 37 22 34 30 20 20 24 21 34 47 39 28 32 34 20 27 38 21 20 36 1295 746
internal_value=0 -3.50805e-08 2.62599e-08 -3.04793e-08 -8.04716e-08 -1.30997e-06 6.95675e-08 -1.27425e-09 -5.52133e-08 -1.09044e-07 -4.51242e-06 1.33682e-08 -6.43683e-08 1.56916e-06 4.41141e-06 -1.45947e-06 1.48841e-06 -1.1535e-06 -2.44916e-07 -1.36161e-07 8.18173e-07 3.03225e-06 8.55073e-06 -2.22398e-07 -3.08362e-07 -2.00422e-07 5.88256e-06 -3.1896e-07 -1.83455e-07 -9.80428e-08
internal_weight=0 3101 3079 3058 3025 329 2696 2675 2650 2625 71 2554 2532 252 130 122 102 81 2280 2241 110 78 44 2213 2183 2145 41 2104 2068 2041
internal_count=3121 3101 3079 3058 3025 329 2696 2675 2650 2625 71 2554 2532 252 130 122 102 81 2280 2241 110 78 44 2213 2183 2145 41 2104 2068 2041
is_linear=0
shrinkage=0.1


Tree=5921
num_leaves=31
num_cat=0
split_feature=1208 132 1185 1203 1208 1208 1210 42 1210 1212 43 1213 16 1210 402 401 13 1212 403 402 401 402 1209 129 133 0 394 129 393 401
split_gain=6.17721e-08 5.12919e-08 3.81113e-07 1.90172e-07 5.10408e-08 5.02716e-08 9.26823e-08 4.43636e-07 9.66632e-08 5.06551e-08 3.44507e-07 4.35373e-07 4.0086e-07 9.21921e-08 9.32869e-08 1.15353e-07 4.02147e-07 1.18476e-07 9.15201e-08 6.76582e-08 2.58327e-07 1.59702e-07 6.17702e-08 5.75966e-08 1.26577e-07 2.3358e-07 6.77733e-08 1.12702e-07 7.70733e-08 9.87888e-08
threshold=0.12461500000000002 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10837500000000001 0.098655000000000007 -0.13847499999999999 0.094935000000000005 -0.090569999999999998 -0.088629999999999987 -0.0047449999999999992 -0.090954999999999994 -0.091744999999999979 -0.082214999999999983 0.11522000000000002 0.10076500000000001 -0.0095349999999999983 -0.063924999999999996 0.44389500000000004 -0.45015499999999992 -1.0000000180025095e-35 -0.42072999999999994 -0.076689999999999994 0.10311000000000002 -0.0036349999999999998 -0.079459999999999989 -0.10421499999999999 -0.075474999999999987 -0.086024999999999976 0.089045000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 -4 -8 10 11 -10 -12 -11 15 17 -17 -15 -14 20 -19 -21 -23 26 -25 -26 -24 -28 -29 -30
right_child=-2 2 4 -5 -6 -7 8 -9 9 13 12 -13 18 14 -16 16 -18 19 -20 21 -22 22 23 24 25 -27 27 28 29 -31
leaf_value=-3.1694723162152366e-07 -5.5396869633739243e-06 1.3570984048696811e-05 -3.9057730107203872e-06 -9.1329027262483062e-06 4.961916740631707e-06 -4.5436572975177114e-06 -6.6244102651001997e-06 1.5744360935059374e-05 -3.5375545074337562e-07 6.5680219408518915e-06 1.3994247993174387e-05 -1.9820026282104663e-05 -6.7478995551937262e-06 7.0865592268395021e-06 5.6114164832858177e-06 -1.286716696995427e-05 5.841561305715004e-06 -8.7542343054438887e-06 1.8087404168909417e-06 8.7934269296446083e-06 4.1853960182278471e-06 -4.8128459569013034e-06 -4.9795401436212063e-06 7.6951636761042473e-06 -8.5069223200662239e-06 6.5933531784269559e-06 7.0248503225625233e-06 -6.0406746645943114e-06 -3.7580598751263586e-08 5.3169841924370439e-06
leaf_weight=194 20 21 27 28 21 24 22 20 27 22 21 20 25 24 30 27 20 36 25 21 27 26 27 31 20 21 23 21 2215 35
leaf_count=194 20 21 27 28 21 24 22 20 27 22 21 20 25 24 30 27 20 36 25 21 27 26 27 31 20 21 23 21 2215 35
internal_value=0 3.57263e-08 1.48661e-07 -1.42887e-06 5.0037e-08 1.36783e-08 5.25607e-08 4.45599e-06 -2.22625e-08 3.06702e-08 -1.9962e-06 -8.63727e-06 2.4e-06 1.21748e-07 6.72865e-08 2.66963e-09 -4.90601e-06 9.39667e-08 -2.46958e-06 2.69183e-08 -3.20868e-06 1.1046e-07 3.50811e-08 8.7754e-08 2.87322e-06 -7.72635e-07 1.34564e-09 5.99698e-08 -1.05684e-08 4.57126e-08
internal_weight=0 3101 2879 222 2858 2837 2813 47 2766 2744 118 47 71 2626 2604 2574 47 2527 50 2503 63 2440 2419 2393 72 41 2321 2294 2271 2250
internal_count=3121 3101 2879 222 2858 2837 2813 47 2766 2744 118 47 71 2626 2604 2574 47 2527 50 2503 63 2440 2419 2393 72 41 2321 2294 2271 2250
is_linear=0
shrinkage=0.1


Tree=5922
num_leaves=31
num_cat=0
split_feature=132 1211 1185 1203 50 1208 1208 402 1210 1210 1209 1212 16 0 403 0 1210 402 401 1 1212 390 393 1209 1212 1211 1211 401 133 1213
split_gain=5.72919e-08 1.43845e-06 7.78921e-07 1.58417e-07 6.02881e-08 5.25711e-08 6.82714e-08 7.49014e-08 1.86259e-07 7.8821e-08 6.08309e-08 5.28433e-08 4.14028e-07 3.55466e-07 1.24323e-07 1.81706e-07 8.38308e-08 7.92452e-08 8.1166e-08 4.87401e-07 8.014e-08 7.80546e-08 6.95381e-08 6.04395e-08 6.96417e-08 2.07472e-07 1.74516e-07 1.41263e-07 8.72007e-08 7.83666e-08
threshold=-0.083284999999999984 0.085535000000000014 -0.083264999999999992 0.089165000000000008 0.093975000000000017 0.11531000000000001 0.10233500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 0.10272000000000002 -0.089079999999999979 -0.092484999999999984 -0.086234999999999992 0.62200000000000011 -0.080869999999999984 -0.082214999999999983 0.11522000000000002 0.09530000000000001 0.085760000000000017 -0.063924999999999996 0.088375000000000023 0.097165000000000015 0.088200000000000014 0.11796000000000001 0.10326000000000002 0.12463 -1.0000000180025095e-35 0.50628500000000021 -0.087049999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 8 -4 -10 11 12 -11 -14 15 -15 -13 18 20 -20 -18 22 23 24 25 27 -26 -22 29 -29
right_child=2 -3 5 -5 -6 -7 -8 -9 9 10 -12 16 13 14 -16 -17 17 -19 19 -21 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=6.0253299979989081e-07 -1.8862591630088653e-05 2.7124102598463654e-05 9.6849837109402871e-06 -9.4504930007133233e-06 -5.1004784587521933e-06 -4.3663478411164969e-06 4.6600387089812407e-06 -4.8734244398562428e-06 -5.9619692654616139e-06 -1.3458201153298432e-05 5.409071775375196e-06 6.389729172778538e-06 1.247301616526134e-05 -6.3697633604100525e-06 -9.0522797472658583e-06 6.367483676209911e-06 5.9480336463109228e-06 5.3372027910622171e-06 -1.1565557108703864e-05 7.3978484519814277e-06 -7.8555703230845015e-06 5.8165149114400901e-06 4.9189631356836933e-06 -5.0865683457838413e-06 -9.2992357115060898e-06 9.9269379087932731e-06 3.1257246905624925e-06 3.8170798441516286e-06 4.7711497062975564e-06 -1.4736205985496914e-07
leaf_weight=158 22 20 20 20 21 27 32 31 22 25 21 21 21 21 20 24 23 28 33 23 23 23 28 24 26 21 20 51 38 2234
leaf_count=158 22 20 20 20 21 27 32 31 22 25 21 21 21 21 20 24 23 28 33 23 23 23 28 24 26 21 20 51 38 2234
internal_value=0 1.55965e-06 -1.17701e-07 -1.00965e-06 -6.65354e-08 2.54892e-08 6.70523e-08 1.49518e-08 6.92671e-08 -1.60504e-10 4.75687e-08 6.28098e-09 -2.13075e-06 1.16212e-06 -2.49217e-06 4.23435e-07 9.69575e-08 4.60334e-08 -1.1681e-08 -3.77702e-06 7.2293e-08 1.79755e-08 -3.61285e-08 -9.30602e-08 -4.33942e-08 3.14979e-08 -3.89708e-06 -5.70802e-08 2.01326e-08 -5.88778e-08
internal_weight=0 219 2902 199 179 2880 2853 2821 2790 2770 2748 2727 111 86 65 45 2616 2595 2567 56 2511 2488 2465 2437 2413 2367 46 2346 2323 2285
internal_count=3121 219 2902 199 179 2880 2853 2821 2790 2770 2748 2727 111 86 65 45 2616 2595 2567 56 2511 2488 2465 2437 2413 2367 46 2346 2323 2285
is_linear=0
shrinkage=0.1


Tree=5923
num_leaves=31
num_cat=0
split_feature=130 1 132 1185 132 50 131 132 42 52 484 1453 159 481 481 484 160 1456 1456 403 1456 1456 16 403 1210 3 403 4 4 1374
split_gain=5.16821e-08 8.8841e-08 5.17837e-08 4.12949e-07 1.35991e-07 9.10612e-08 5.37206e-08 9.10572e-08 6.848e-08 8.50411e-08 4.91476e-08 6.98849e-08 5.43707e-08 1.0431e-07 1.09254e-07 7.65056e-07 9.94933e-08 9.03052e-08 5.43461e-07 2.47886e-07 1.21766e-07 1.28507e-07 1.74168e-07 1.18014e-07 1.42492e-07 8.34257e-07 1.42655e-07 9.07541e-08 6.21799e-07 4.7104e-07
threshold=-0.23123999999999997 0.16540500000000002 -0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.076979999999999979 -0.26625499999999996 -0.0093649999999999983 0.08568000000000002 -0.52850499999999989 0.088260000000000019 0.14029500000000003 -0.15265499999999996 -0.086484999999999992 -0.081614999999999979 0.51752500000000012 0.085755000000000012 0.088020000000000001 -0.55327499999999985 0.091180000000000011 0.11510000000000002 0.0057500000000000008 -0.54856499999999986 -0.13847499999999999 -0.082284999999999983 -0.5341999999999999 -0.0092149999999999992 -0.0083799999999999986 0.087110000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -8 9 -9 -5 12 13 -12 15 -15 17 19 -19 -16 -20 22 -22 -21 25 -25 -26 29 -29 -28
right_child=1 -3 3 10 -6 -7 7 8 -10 -11 11 -13 -14 14 16 -17 -18 18 20 23 21 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=4.7228017553172092e-06 3.9144107546462692e-06 -5.7462231476771803e-06 1.4100143770130153e-05 -4.914353014555673e-06 -8.9235621007074688e-06 -6.0287874635765479e-06 -5.9645552517814887e-06 5.5389417837385484e-06 -3.1407765043374693e-06 -1.0649069817867339e-06 -6.6501669488902937e-06 4.500997902141535e-06 -3.8032858478923243e-06 -3.9258825004732276e-06 1.1182424805156189e-05 2.0237279086359196e-05 6.8748999183299023e-06 -1.7330718139332714e-05 7.120547059544369e-06 -7.4599422684210981e-06 -9.5692555924901617e-06 3.7688829494679039e-06 2.2301043848280893e-06 2.093671428610833e-05 -8.2424839655730123e-06 -6.2293829472537254e-06 -2.643693780698349e-07 1.602339084106811e-05 3.5500063997845676e-07 -1.5721840063633864e-05
leaf_weight=23 32 27 21 20 22 27 26 39 34 39 23 35 37 38 20 20 21 21 21 21 29 30 22 20 21 26 1380 26 980 20
leaf_count=23 32 27 21 20 22 27 26 39 34 39 23 35 37 38 20 20 21 21 21 21 29 30 22 20 21 26 1380 26 980 20
internal_value=0 -3.50654e-08 1.51466e-08 1.28937e-07 -1.46672e-06 -6.33978e-07 2.22845e-07 -6.3317e-07 6.04473e-07 2.23702e-06 2.53e-08 6.04452e-08 4.45837e-09 5.58956e-08 1.12685e-07 4.40624e-06 1.89954e-08 -3.56022e-08 -2.68125e-06 9.38386e-08 3.34822e-07 -1.42444e-06 -4.47934e-06 4.91645e-09 6.83059e-08 5.58196e-06 -3.61969e-08 3.5429e-08 7.59949e-07 -4.8519e-07
internal_weight=0 3098 3071 2852 219 197 170 138 112 78 2831 2811 2776 2739 2716 58 2658 2637 123 2514 102 81 51 2494 2473 46 2427 2406 1006 1400
internal_count=3121 3098 3071 2852 219 197 170 138 112 78 2831 2811 2776 2739 2716 58 2658 2637 123 2514 102 81 51 2494 2473 46 2427 2406 1006 1400
is_linear=0
shrinkage=0.1


Tree=5924
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1429 156 1425 52 3 1445 481 13 1 403 133 403 1210 1210 15 15 15 12 481 479 12 13 402 16 3 16
split_gain=5.62935e-08 1.46505e-06 7.31476e-07 2.65033e-07 5.4577e-08 1.60517e-07 6.29921e-08 6.49434e-08 1.43954e-07 6.38158e-08 5.53544e-08 4.55189e-07 8.33476e-07 7.42913e-08 4.59307e-07 2.13586e-07 9.28192e-08 5.97847e-08 7.03626e-08 4.52199e-07 2.37008e-07 6.56884e-07 2.0973e-07 2.23135e-07 1.21519e-07 2.91203e-07 4.07005e-07 2.62433e-07 1.4551e-07 2.78576e-07
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.55692499999999978 -0.086274999999999977 1.0000000180025095e-35 -0.086484999999999992 -0.085744999999999988 0.076935000000000017 -0.54856499999999986 0.40431 -0.53960999999999981 -0.3960249999999999 -0.094799999999999982 0.093115000000000017 0.092145000000000019 0.095575000000000007 0.095175000000000023 -0.0050099999999999988 0.106285 0.096830000000000013 -0.069964999999999986 -0.064959999999999976 -0.013324999999999998 -0.074084999999999998 0.057265000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 7 8 -6 10 11 -9 -13 14 -12 -15 -17 -18 19 -19 21 -20 -22 24 28 -26 -27 -28 -24 -30
right_child=2 -3 4 -5 5 -7 -8 9 -10 -11 13 12 -14 15 -16 16 17 18 20 -21 22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=-1.6218539206585608e-08 -1.8281698968084211e-05 2.542234029967932e-05 -5.1835770864272493e-06 -1.2164268023298064e-05 -1.0535998903366981e-06 8.9858306625956175e-06 -5.1058314184615488e-06 -7.3935041955526988e-06 7.9960821526725577e-06 -5.6662179406430373e-06 -1.4498054571793711e-05 2.0007988385779238e-05 -4.6164869285416062e-06 1.0287092993621628e-05 5.5057872785369e-06 -6.4112428152957768e-06 4.4077601088095739e-06 -1.4949312654586936e-07 -2.5596284532324578e-06 -1.4559599680358753e-05 8.0200238112264479e-06 2.1546179768847652e-05 -6.7668451265490158e-07 -1.0827672097093455e-05 -1.0161357318228318e-05 1.1965939400226944e-05 -8.9751841743337628e-06 3.8073093837111034e-06 1.4242159693367284e-05 1.706397313228081e-07
leaf_weight=176 22 23 20 20 39 20 24 30 32 20 22 28 27 20 24 23 30 2147 26 22 31 20 75 20 33 24 36 29 24 34
leaf_count=176 22 23 20 20 39 20 24 30 32 20 22 28 27 20 24 23 30 2147 26 22 31 20 75 20 33 24 36 29 24 34
internal_value=0 1.546e-06 -1.16667e-07 -1.25582e-06 2.20934e-08 5.84967e-08 -4.37181e-09 3.91065e-08 3.02513e-06 -3.81276e-08 3.1795e-09 2.51498e-06 7.91961e-06 -7.76929e-08 -4.06127e-06 -7.05126e-09 -8.70368e-08 -3.00173e-08 -8.28271e-08 -2.95654e-07 1.2286e-06 7.92116e-06 2.22525e-07 -6.56466e-07 1.41276e-07 -2.13801e-06 8.36943e-07 -3.27223e-06 2.23205e-06 5.99334e-06
internal_weight=0 219 2902 196 2880 2860 2840 2816 71 2745 2725 85 55 2640 46 2594 2574 2551 2521 2169 352 46 306 275 255 122 89 65 133 58
internal_count=3121 219 2902 196 2880 2860 2840 2816 71 2745 2725 85 55 2640 46 2594 2574 2551 2521 2169 352 46 306 275 255 122 89 65 133 58
is_linear=0
shrinkage=0.1


Tree=5925
num_leaves=31
num_cat=0
split_feature=156 1428 474 156 1425 154 471 1419 1428 456 456 456 15 130 12 456 1445 1373 12 457 457 47 47 47 1375 457 475 1429 150 147
split_gain=5.71303e-08 8.7976e-08 5.70518e-08 1.03181e-07 1.01123e-07 5.8968e-08 6.91371e-08 6.28872e-08 6.87474e-08 7.52109e-08 1.66855e-07 1.14719e-07 2.86075e-07 1.42523e-07 1.01876e-07 1.01499e-07 2.95562e-07 9.50808e-08 9.67444e-07 2.22399e-07 1.15713e-07 8.86056e-08 8.26432e-07 3.80759e-07 1.25411e-07 1.40838e-07 1.19462e-07 1.61517e-07 1.19192e-07 1.46983e-07
threshold=0.3248100000000001 0.10668500000000002 -0.42010499999999995 0.12734000000000004 0.084030000000000007 0.085530000000000009 0.093375000000000014 0.091465000000000005 0.087445000000000009 0.10512000000000001 0.091580000000000009 0.087635000000000005 -0.011389999999999999 -0.23123999999999997 0.085250000000000006 0.087015000000000023 0.077020000000000019 1.0000000180025095e-35 0.083715000000000026 0.31508000000000008 0.10613500000000002 0.092165000000000011 0.09585500000000001 0.088915000000000008 0.060690000000000008 -0.096529999999999991 0.016915000000000003 -0.066319999999999976 0.12640500000000002 0.093875000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 9 10 11 13 -13 -4 -12 16 17 19 -19 20 21 23 -23 24 25 -15 27 -27 29 -29
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11 14 12 -14 15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=4.8504843031575243e-06 -4.965494775641001e-06 6.6477756990934719e-06 8.0105998087922436e-06 -6.1987144565339098e-06 5.3546396520687272e-06 -5.332294475530424e-06 4.4689531437945659e-06 -5.1643726768209795e-06 5.6765097778701425e-06 -4.4853732160127518e-06 1.5055476351137814e-06 -1.0746816011567606e-05 2.7456868004568e-06 -8.2671475562771476e-06 1.1139142010766332e-05 6.5443272630901722e-06 -1.1944306693511041e-05 1.4909510694203412e-05 -1.2162844020415585e-05 -9.1495671026846312e-06 6.884701411991046e-06 -2.1371789148361132e-05 -2.1403493854895336e-07 1.169593816874632e-05 6.8690553164812563e-06 7.4750042084156912e-06 -5.3224911217360697e-06 -1.9638416353544908e-09 6.9704657240284478e-06 -6.1211118674009419e-06
leaf_weight=24 23 20 22 27 35 21 34 24 21 38 23 33 30 21 21 23 21 33 22 27 24 20 240 28 26 29 42 2105 24 40
leaf_count=24 23 20 22 27 35 21 34 24 21 38 23 33 30 21 21 23 21 33 22 27 24 20 240 28 26 29 42 2105 24 40
internal_value=0 3.68729e-08 -6.08297e-09 -4.42485e-08 1.06476e-08 -5.18657e-08 -1.45419e-08 -6.64448e-08 -2.44433e-08 -6.58403e-08 -6.99576e-09 -1.02675e-07 -4.32181e-06 -5.91233e-09 6.1034e-06 -7.06328e-08 -1.26941e-07 -3.43765e-08 4.08057e-06 -1.20562e-07 -2.67628e-08 -9.11803e-08 -1.84155e-06 1.05406e-07 -3.64982e-08 -1.15907e-07 -3.94896e-08 6.14595e-08 -3.76612e-08 -1.16074e-07
internal_weight=0 3098 3078 3054 3027 2992 2971 2937 2913 2892 2854 2810 63 2747 44 2725 2702 2681 55 2626 2599 2575 260 2315 2287 2261 2240 2198 2169 2145
internal_count=3121 3098 3078 3054 3027 2992 2971 2937 2913 2892 2854 2810 63 2747 44 2725 2702 2681 55 2626 2599 2575 260 2315 2287 2261 2240 2198 2169 2145
is_linear=0
shrinkage=0.1


Tree=5926
num_leaves=31
num_cat=0
split_feature=130 12 50 132 1211 1211 133 133 1186 1452 159 12 43 142 45 42 0 12 42 50 50 50 42 131 131 401 4 1447 42 480
split_gain=5.51275e-08 1.63084e-07 5.26122e-08 1.46265e-06 8.49034e-07 1.39241e-07 1.28865e-07 3.04018e-07 1.13928e-07 9.58414e-08 1.05286e-07 9.6964e-08 1.8663e-07 1.81311e-07 3.04908e-07 1.04735e-07 3.28654e-07 2.41996e-07 1.41049e-07 1.05579e-07 3.07174e-07 2.50304e-07 1.0475e-07 1.01855e-07 2.37047e-07 1.76054e-07 1.60256e-07 1.46269e-07 4.24692e-07 4.14677e-07
threshold=-0.23647499999999996 0.23631000000000002 0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.11986000000000001 -0.0077049999999999992 -0.095184999999999978 -0.095479999999999982 0.11396500000000002 -0.45371999999999996 0.12757000000000002 -0.050459999999999998 -0.057499999999999989 0.083445000000000005 -0.16797499999999996 -0.067094999999999988 0.087075000000000014 -0.14723999999999998 0.09227500000000001 0.090630000000000016 0.089685000000000015 -0.12995999999999999 0.099565000000000015 0.096845000000000014 -0.13200999999999999 -0.050494999999999991 -0.086424999999999988 0.087075000000000014 0.086995000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 6 8 7 -5 -2 10 -10 13 -13 -12 15 16 17 -15 -17 20 21 22 -20 24 25 -24 -25 28 -27 -29
right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 11 12 -14 14 -16 18 -18 -19 19 -21 -22 -23 23 26 -26 27 -28 29 -30 -31
leaf_value=-5.2332648169794994e-06 -6.1394634324261149e-06 8.6130007316982802e-06 2.6110834232895287e-05 4.8338430198262875e-08 -1.9949387719212349e-05 -6.9643391414804989e-06 -1.1769110916893714e-07 1.5028129473648734e-05 -5.6226236443321529e-06 6.8546071202035827e-06 9.3126433501397735e-06 1.7071571185376593e-06 -1.1472501461996996e-05 -1.2349843884640861e-06 -1.201704930974215e-05 7.2510835869772053e-06 5.1847185982996265e-06 -1.6082600857613294e-05 -6.672846875103874e-06 -4.0654711714739539e-06 1.1026499469852961e-05 -1.1042635328522011e-05 9.0465663118799921e-06 -5.2142821525351451e-06 1.0344023477652325e-05 -3.2501128499540716e-06 6.839811526467256e-07 4.4137686945191492e-07 1.6674604156605711e-05 -6.4709716500626633e-06
leaf_weight=20 31 22 22 42 21 30 307 20 34 20 21 22 21 21 21 28 26 23 22 59 26 20 23 84 24 23 102 1875 20 91
leaf_count=20 31 22 22 42 21 30 307 20 34 20 21 22 21 21 21 28 26 23 22 59 26 20 23 84 24 23 102 1875 20 91
internal_value=0 3.3759e-08 -2.75412e-08 1.02418e-06 -3.90963e-07 -1.90012e-07 7.22118e-07 4.88053e-06 -1.12943e-07 -4.12543e-08 -9.45865e-08 -2.09371e-08 -4.72942e-06 5.97583e-08 -1.83408e-08 8.37965e-08 -3.72903e-06 -8.99624e-06 1.95143e-07 1.11747e-07 2.18437e-07 9.54034e-08 1.93796e-07 2.61176e-07 4.63906e-07 3.47211e-07 -1.97975e-06 2.47617e-07 6.0172e-06 1.21426e-07
internal_weight=0 3101 3079 412 390 2667 369 62 2637 2606 2586 2552 43 2509 2488 2467 70 44 2397 2369 2310 2284 2264 2242 2056 2032 186 2009 43 1966
internal_count=3121 3101 3079 412 390 2667 369 62 2637 2606 2586 2552 43 2509 2488 2467 70 44 2397 2369 2310 2284 2264 2242 2056 2032 186 2009 43 1966
is_linear=0
shrinkage=0.1


Tree=5927
num_leaves=31
num_cat=0
split_feature=1211 50 1212 1185 1186 394 1208 15 15 1209 1447 15 15 1212 1212 1210 1212 403 401 133 3 15 133 160 481 403 42 42 43 13
split_gain=7.07981e-08 2.91266e-07 9.7234e-08 6.80076e-08 8.68625e-08 6.97014e-08 6.20606e-08 6.50478e-08 6.40662e-07 3.14048e-07 3.10796e-07 5.77818e-07 2.01917e-07 1.94987e-07 2.19758e-07 8.44453e-07 7.10316e-07 2.30279e-07 6.07307e-07 1.94217e-07 6.80355e-07 6.01706e-07 5.17923e-07 3.49117e-07 3.41826e-07 3.02678e-07 2.74184e-07 2.54877e-07 1.9241e-07 1.6037e-07
threshold=0.11716500000000001 0.090980000000000019 0.13631000000000001 -0.10973499999999999 -0.092084999999999986 -0.15150999999999998 0.11531000000000001 0.087575000000000014 0.087260000000000018 -0.083969999999999989 -0.085684999999999997 0.088235000000000022 0.088655000000000025 0.11137000000000001 -0.089544999999999986 -0.064799999999999983 -0.41103999999999991 0.05728500000000001 -0.06959499999999999 0.091250000000000012 -0.07359499999999998 0.13592500000000005 0.084655000000000022 -0.53908999999999996 -0.073474999999999985 -0.44023999999999991 0.093175000000000022 0.075730000000000006 -0.071044999999999983 -0.077799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 7 8 -7 -9 -11 -12 -13 14 16 -16 -14 18 -17 22 25 -22 23 -20 -25 -21 27 -26 -28 -27
right_child=1 -3 -4 4 5 6 -8 9 -10 10 11 12 13 -15 15 17 -18 -19 19 20 21 -23 -24 24 26 29 28 -29 -30 -31
leaf_value=-5.8257595082977789e-06 -2.147467302799641e-06 1.3146174528628765e-05 -6.5401479451279359e-06 5.4713606694913953e-06 -4.2278999929889183e-06 -1.7568873589700446e-08 -4.8366778943230976e-06 1.0462369496880538e-05 -1.7564632062636693e-05 9.4571686127488253e-06 -1.1871768609312428e-05 9.7016030698190051e-06 -3.9486879960090193e-06 9.7497258117246457e-06 -1.9032040685829089e-05 1.7029710116648032e-05 2.0726044722323424e-05 -8.4969536796311983e-06 -1.0576076002271967e-05 1.2237477688937691e-05 -2.5566724475755197e-05 -1.6282013369900162e-06 1.6884963858956326e-05 1.2735254297998231e-05 -5.0223804566613115e-07 -8.4660076979725135e-06 1.3057382084199438e-05 -1.2749440858215168e-05 7.1337757877440061e-07 3.3878944404932556e-06
leaf_weight=20 33 20 23 29 39 2270 26 33 21 36 39 24 28 21 24 22 20 28 27 22 21 21 20 24 113 21 23 20 28 25
leaf_count=20 33 20 23 29 39 2270 26 33 21 36 39 24 28 21 24 22 20 28 27 22 21 21 20 24 113 21 23 20 28 25
internal_value=0 3.62372e-06 -6.25931e-08 -1.36658e-08 2.47613e-08 -2.79595e-08 2.74337e-08 7.05818e-08 -1.78411e-07 9.61897e-07 4.45396e-07 -1.22771e-07 7.38527e-07 3.15075e-07 -9.17581e-08 -7.94177e-07 6.33245e-06 2.60543e-07 8.9416e-07 -7.83939e-08 -3.59052e-06 -1.35975e-05 1.43664e-06 1.21892e-07 1.51057e-06 2.59023e-06 4.64818e-08 -2.34392e-06 6.28028e-06 -2.02367e-06
internal_weight=0 53 3068 3045 3025 2996 2957 2931 2291 640 607 571 532 508 487 439 48 415 387 365 110 42 255 235 208 68 184 133 51 46
internal_count=3121 53 3068 3045 3025 2996 2957 2931 2291 640 607 571 532 508 487 439 48 415 387 365 110 42 255 235 208 68 184 133 51 46
is_linear=0
shrinkage=0.1


Tree=5928
num_leaves=31
num_cat=0
split_feature=132 1185 1203 402 1212 120 1 120 130 9 10 34 9 16 402 3 43 402 1446 4 16 43 1212 401 52 1209 1210 1208 403 42
split_gain=6.04035e-08 4.49946e-07 2.00197e-07 5.29793e-08 1.01727e-07 4.96953e-08 9.83681e-08 2.11649e-07 1.10401e-07 6.64435e-08 1.219e-07 2.50537e-07 1.30576e-07 8.42457e-08 5.40987e-08 4.48168e-07 7.02086e-07 6.14888e-07 4.16146e-07 3.66947e-07 1.39411e-07 7.59621e-08 6.4285e-08 5.81247e-07 4.28531e-07 2.39194e-07 8.95599e-08 1.16121e-07 1.87075e-07 1.10025e-06
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.31278000000000006 0.15049500000000002 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 -0.22461999999999996 0.092890000000000014 0.053330000000000009 -0.028109999999999996 0.085355000000000014 -0.4179199999999999 0.095250000000000015 -0.078724999999999976 -0.0037449999999999996 0.12933500000000003 0.083715000000000026 -0.081839999999999982 -0.082404999999999992 0.0034250000000000005 -0.092474999999999988 0.10022000000000002 0.086275000000000004 -0.087714999999999987 -0.099939999999999987 0.11846000000000001 -0.53255499999999989 0.09112000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 -3 10 12 -12 14 -11 22 16 18 21 19 -16 -21 -17 24 25 -10 -24 -27 28 29 -28
right_child=1 3 -4 -5 -6 -7 -8 -9 9 13 11 -13 -14 -15 15 17 -18 -19 -20 20 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-4.4890591488717862e-07 1.470624881784759e-05 6.9874542839566745e-06 -9.4942670330055989e-06 5.0197323660194388e-06 -6.9558370699139368e-06 -4.5995259276186639e-06 6.5807261228695539e-06 -1.023612527660589e-05 1.2603429873846696e-05 -5.1312799314473529e-07 -1.3098376751128984e-05 2.3485198447642253e-06 6.7282925187853467e-06 8.6654190238277809e-06 -1.0849147487345457e-05 -3.1900418059649381e-06 -1.9020271295175917e-05 2.1981625718581202e-05 1.3650861088039663e-05 -2.9149036003045263e-06 7.7836603732693817e-06 5.5255800612030724e-06 1.0567527607192807e-05 -1.5091151702178578e-05 -4.9368967484042513e-06 -6.815783126512543e-06 8.2194940106368772e-06 7.3071842529142968e-06 -3.8674787888523905e-08 -2.3850641400713358e-05
leaf_weight=194 21 23 28 21 21 23 23 20 26 20 21 21 29 20 29 20 20 22 22 21 29 20 21 26 30 20 23 21 2266 20
leaf_count=194 21 23 28 21 21 23 23 20 26 20 21 21 29 20 29 20 20 22 22 21 29 20 21 26 30 20 23 21 2266 20
internal_value=0 1.21739e-07 -1.58976e-06 1.53196e-08 -2.14647e-08 2.98829e-08 6.77344e-08 1.40431e-08 8.80515e-08 3.02844e-08 -2.94993e-08 -5.37493e-06 5.47439e-08 4.07615e-06 -1.86753e-08 1.63993e-06 -1.90247e-06 8.55333e-06 1.4872e-06 -1.90015e-06 3.29026e-06 1.16777e-06 -1.42412e-07 -2.20658e-07 3.20683e-06 -5.7591e-08 -1.52539e-07 -9.53436e-08 -1.62668e-07 -6.69685e-06
internal_weight=0 2899 222 2878 2857 2836 2813 2790 2770 2747 2707 42 2665 40 2636 183 121 62 101 79 50 40 2453 2397 56 2371 2350 2330 2309 43
internal_count=3121 2899 222 2878 2857 2836 2813 2790 2770 2747 2707 42 2665 40 2636 183 121 62 101 79 50 40 2453 2397 56 2371 2350 2330 2309 43
is_linear=0
shrinkage=0.1


Tree=5929
num_leaves=31
num_cat=0
split_feature=1211 50 401 401 133 12 402 403 1208 402 403 15 1213 133 1186 42 1211 129 1186 403 1209 1212 1212 2 1213 15 481 15 52 2
split_gain=5.91246e-08 2.33997e-07 1.02388e-07 1.24725e-07 1.96571e-07 3.49986e-07 9.92907e-08 2.38079e-07 9.36655e-08 4.73311e-07 1.53858e-07 8.4554e-07 1.47707e-07 5.27663e-07 1.1766e-07 1.84228e-07 1.16106e-07 7.95594e-08 7.33699e-08 6.64116e-08 1.45502e-07 1.05034e-07 6.42589e-07 4.63372e-07 1.13371e-07 6.72829e-08 3.11875e-07 2.35236e-07 2.20646e-07 1.56227e-07
threshold=0.11716500000000001 0.090980000000000019 -0.46360499999999999 -0.13200999999999999 0.51114000000000004 0.093765000000000015 -0.17973499999999998 -0.44023999999999991 0.092250000000000013 -0.088189999999999991 -0.5335399999999999 0.087575000000000014 0.10336000000000002 -0.040449999999999993 -0.087469999999999978 -0.016354999999999998 0.092635000000000009 -0.082304999999999975 -0.081879999999999994 0.62200000000000011 -0.084629999999999997 -0.089544999999999986 -0.064959999999999976 0.08734500000000002 -0.41627499999999995 0.11461000000000002 -0.0050099999999999988 0.11773500000000002 0.41423000000000004 0.093320000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 7 -5 10 -10 11 -8 14 -14 15 -12 17 -16 -19 20 -20 23 -23 -22 -24 -26 -27 -28 29 -29
right_child=1 -3 3 4 5 -7 8 -9 9 -11 12 -13 13 -15 16 -17 -18 18 19 -21 21 22 24 -25 25 26 27 28 -30 -31
leaf_value=-6.1881057465345502e-06 -1.8612779649500184e-06 1.1846628036948915e-05 6.1115794069061822e-06 1.2214819277935683e-05 2.6289392194268572e-06 -1.5226802165473246e-05 -9.2915989489483772e-06 -1.7992736839342225e-06 -1.5171956329140812e-05 4.9393856861570387e-06 -3.4138166787064014e-07 1.8548633768962951e-05 5.0564166979805536e-06 -1.3305169434662436e-05 5.0558642332391414e-06 1.1706409226131986e-05 -6.5713145633910451e-06 -4.9569698118527115e-06 6.4680333265901682e-06 -5.3332647360587979e-06 -2.2104202286000341e-06 -1.6084724084066693e-05 7.3448476238506075e-06 1.4427190328310996e-05 -1.7853081111240956e-07 1.329118013451253e-05 9.1457328526303176e-06 7.8167206620491938e-06 -8.3569388072432698e-06 -1.4465592072671976e-06
leaf_weight=27 33 20 33 22 21 23 20 27 22 25 30 24 29 34 31 22 27 30 35 23 47 25 21 26 2272 21 25 25 34 67
leaf_count=27 33 20 33 22 21 23 20 27 22 25 30 24 29 34 31 22 27 30 35 23 47 25 21 26 2272 21 25 25 34 67
internal_value=0 3.31152e-06 -5.72067e-08 -2.77256e-09 -6.98516e-08 -6.70474e-06 2.86421e-08 4.49277e-06 -4.63981e-08 -4.47443e-06 2.61674e-08 5.89398e-06 -6.52575e-08 -4.85301e-06 4.39886e-08 4.75576e-06 -4.64552e-08 1.92313e-08 -3.96656e-08 1.6618e-08 6.39803e-08 -2.34726e-08 -1.33083e-07 3.7153e-06 2.8698e-08 -3.41658e-08 1.87279e-06 2.84808e-07 -1.47331e-06 1.07064e-06
internal_weight=0 53 3068 3041 3008 44 2964 49 2915 47 2868 44 2824 63 2761 52 2709 2682 2651 2621 2598 2563 2490 73 2465 2444 172 151 126 92
internal_count=3121 53 3068 3041 3008 44 2964 49 2915 47 2868 44 2824 63 2761 52 2709 2682 2651 2621 2598 2563 2490 73 2465 2444 172 151 126 92
is_linear=0
shrinkage=0.1


Tree=5930
num_leaves=31
num_cat=0
split_feature=130 10 0 40 121 12 133 142 11 33 132 15 393 50 151 15 150 150 150 150 12 150 150 160 1 150 13 1 15 13
split_gain=5.95602e-08 1.5051e-07 2.24546e-07 1.42706e-07 1.03315e-07 6.58486e-08 1.49883e-07 1.32894e-07 1.20018e-07 8.73935e-08 7.26478e-08 1.386e-06 6.91266e-07 3.55008e-07 7.07951e-08 2.60058e-07 8.0181e-08 2.72026e-07 1.50431e-07 1.36738e-07 7.95868e-07 1.43331e-07 3.01665e-07 2.6397e-07 8.7329e-08 5.58185e-07 4.20325e-07 1.20384e-06 1.70145e-06 9.1175e-07
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 -0.081149999999999986 0.12757000000000002 0.017095000000000003 -0.057499999999999989 -0.014494999999999999 -0.0066799999999999993 -0.083284999999999984 0.091915000000000011 0.12679500000000002 0.08461500000000001 0.10932500000000002 -0.026084999999999994 0.12640500000000002 0.12068000000000002 0.11656000000000001 0.10801000000000001 0.083715000000000026 0.099590000000000026 0.094605000000000009 -0.087874999999999995 0.089935000000000015 0.087000000000000008 -0.081029999999999977 0.094220000000000012 0.082685000000000022 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 7 -7 -6 -9 -10 11 13 14 -11 16 -16 17 18 19 21 -21 22 24 -23 -12 26 27 28 -26 -28
right_child=1 3 -4 4 5 6 -8 8 9 10 12 -13 -14 -15 15 -17 -18 -19 -20 20 -22 23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-5.4395913912230756e-06 -1.168378007388951e-06 -8.2607181520004465e-06 1.3637005445588103e-05 6.6880100526443293e-06 7.5963069538493476e-06 -9.1977396468791991e-06 1.2091033846856238e-06 -7.7548396450310975e-06 5.2994806009660214e-06 2.7366143369861746e-07 2.4699078124435613e-07 2.3828036419217823e-05 -1.8697628111112862e-05 -1.387770005294442e-05 1.04395427797499e-05 -2.5745124075376011e-06 -4.7382993366718929e-06 1.1567221531549877e-05 -7.8598559430247409e-06 1.7653588907705853e-05 -7.8407005787539681e-06 2.6602570937939162e-06 1.0862527138669975e-05 -1.2895205081046394e-05 -1.5056431528556948e-07 -1.4414387044373218e-05 1.7304789376737518e-05 -8.3926018769689223e-08 -3.7074051444581835e-05 -7.6940758435310557e-08
leaf_weight=20 21 21 20 23 23 25 31 20 31 156 1602 25 20 20 28 34 37 20 25 25 24 20 25 24 26 30 32 159 24 530
leaf_count=20 21 21 20 23 23 25 31 20 31 156 1602 25 20 20 28 34 37 20 25 25 24 20 25 24 26 30 32 159 24 530
internal_value=0 3.50909e-08 6.05376e-06 -4.55514e-08 1.12168e-08 -3.97004e-08 -3.43681e-06 2.45692e-08 -3.4726e-08 1.82059e-08 -3.8523e-08 1.79521e-06 -1.75797e-07 -1.33445e-06 -3.67966e-08 3.3028e-06 -1.16341e-07 -4.96958e-08 -1.40952e-07 -6.4406e-08 5.16659e-06 -1.68095e-07 -6.55892e-08 -5.82454e-06 -1.79282e-07 -1.03183e-06 -5.11104e-07 -4.33989e-06 -1.78738e-05 9.12766e-07
internal_weight=0 3101 41 3060 3039 3016 56 2960 2937 2917 2886 201 2685 176 2665 62 2603 2566 2546 2521 49 2472 2428 44 2403 801 771 209 50 562
internal_count=3121 3101 41 3060 3039 3016 56 2960 2937 2917 2886 201 2685 176 2665 62 2603 2566 2546 2521 49 2472 2428 44 2403 801 771 209 50 562
is_linear=0
shrinkage=0.1


Tree=5931
num_leaves=31
num_cat=0
split_feature=393 421 9 2 33 9 34 2 149 151 402 401 455 42 1373 150 457 151 457 160 3 2 2 52 1 12 2 13 133 13
split_gain=7.47972e-08 5.66246e-08 9.63552e-08 2.19151e-07 1.16136e-07 1.57865e-07 1.06798e-07 1.97104e-07 9.35003e-08 5.26692e-08 5.24363e-08 1.13006e-07 5.52999e-08 1.08167e-07 6.56256e-08 1.3468e-07 1.16974e-07 4.97594e-07 9.08024e-08 1.02903e-07 3.00623e-07 2.8348e-07 3.64531e-07 2.20756e-07 2.86645e-07 4.19074e-07 1.85336e-07 3.72456e-07 1.49765e-07 1.20815e-07
threshold=0.13251500000000002 -1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 -0.009184999999999997 0.085555000000000006 -0.08786999999999999 -0.045829999999999989 0.10022500000000002 0.29373000000000005 0.31278000000000006 0.13699500000000003 0.090605000000000019 0.087550000000000017 -1.0000000180025095e-35 0.12765500000000005 0.098180000000000003 -0.10380999999999999 0.091495000000000007 0.089640000000000011 0.096675000000000011 0.10912000000000001 0.10497000000000002 0.008405000000000001 0.090275000000000008 0.083815000000000014 0.091545000000000015 -0.083619999999999986 1.0000000180025095e-35 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6 -8 9 10 11 12 14 -14 -9 16 18 -18 19 29 21 22 23 24 25 -21 27 -27 -25 -16
right_child=-2 2 3 -5 5 -7 7 8 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 20 -22 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=-5.3449806489425103e-06 5.810255061078351e-06 -6.4854128822844359e-06 -1.6552114889236691e-06 1.2388872103201719e-05 7.2040609325085827e-06 8.2377813782841255e-06 -9.5581478903609842e-06 -5.7850005214277188e-06 -6.408397751764152e-06 5.1067013828287606e-06 4.9361298893234653e-06 -7.2186069453230388e-06 8.8852820445595169e-06 -1.3904918216125917e-06 1.392886827031548e-06 6.2190794370936235e-06 5.5818086035618434e-06 -1.5454458942891193e-05 4.9592945894498065e-06 1.0437489676790463e-05 -1.347526508436117e-05 8.2669815159972828e-06 -1.4457001680573905e-05 1.1170340584695541e-05 -1.2730275864214491e-05 -1.8110754436271411e-05 1.5529465153463207e-06 -7.4665899622535418e-07 -4.9798633716074454e-07 -2.8282900469200261e-07
leaf_weight=20 22 28 25 20 20 23 22 20 23 20 21 22 20 21 559 34 22 23 36 26 21 29 22 22 24 21 35 30 22 1868
leaf_count=20 22 28 25 20 20 23 22 20 23 20 21 22 20 21 559 34 22 23 36 26 21 29 22 22 24 21 35 30 22 1868
internal_value=0 -4.12464e-08 -6.79537e-09 4.5866e-06 -7.49242e-08 -1.52124e-08 -7.8846e-08 -1.28005e-07 -5.74633e-08 -7.4045e-09 -4.26985e-08 -7.90403e-08 -2.40244e-08 3.62208e-06 -7.71482e-08 -3.62903e-08 -1.13349e-07 -5.17006e-06 -2.95363e-08 -9.65754e-08 -2.01994e-06 -9.78546e-07 -2.30587e-06 -8.20737e-07 -2.81268e-06 -6.8748e-07 -4.05084e-06 -7.89658e-06 5.33618e-06 1.03131e-07
internal_weight=0 3099 3079 45 3034 3006 2983 2963 2941 2918 2898 2877 2855 41 2814 2794 2760 45 2715 2679 252 231 202 180 136 112 86 51 44 2427
internal_count=3121 3099 3079 45 3034 3006 2983 2963 2941 2918 2898 2877 2855 41 2814 2794 2760 45 2715 2679 252 231 202 180 136 112 86 51 44 2427
is_linear=0
shrinkage=0.1


Tree=5932
num_leaves=31
num_cat=0
split_feature=393 1429 1417 156 155 2 475 155 475 475 157 157 157 43 130 1 121 160 160 2 2 151 150 3 159 42 15 150 49 33
split_gain=6.05858e-08 5.33323e-08 1.13427e-07 9.24571e-08 1.93381e-07 2.76797e-07 1.34503e-07 8.61564e-08 7.99114e-08 1.29143e-07 1.64376e-07 1.1538e-07 1.00075e-07 7.78758e-08 1.50935e-07 1.10731e-07 8.61194e-08 7.65119e-08 4.17425e-07 3.97389e-07 9.78839e-07 3.38265e-07 4.61392e-07 2.65787e-07 3.60223e-07 3.00505e-07 5.21234e-07 1.86784e-07 2.71958e-07 1.72407e-07
threshold=0.13251500000000002 0.12521000000000002 -0.080324999999999994 0.3248100000000001 0.11245500000000001 0.10803500000000001 -0.079449999999999979 0.10683000000000002 -0.10664 -0.091889999999999986 0.11933000000000001 0.099625000000000005 0.084490000000000023 -0.50775499999999985 -0.22699999999999995 0.076935000000000017 -0.088279999999999983 0.081905000000000019 0.062030000000000009 0.11411 0.10912000000000001 0.009020000000000002 0.08882000000000001 -0.086274999999999977 0.084695000000000006 0.091295000000000015 -0.0058549999999999991 0.084335000000000007 -0.0097999999999999979 -0.0066799999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 8 -4 -10 11 12 13 15 -15 -11 -16 18 29 20 21 22 23 24 -19 26 27 28 -25 -18
right_child=-2 -3 3 -5 5 -7 -8 -9 9 10 -12 -13 -14 14 16 -17 17 19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-7.225231386084633e-06 5.2292282403372654e-06 5.1101112535434365e-06 -4.6651360158599302e-06 -6.7959522220917289e-06 -4.3699897777633344e-06 1.4867155715321481e-05 6.6992908700956915e-06 -6.4750037987929934e-06 7.644306901966048e-06 6.5805270056583906e-06 8.5644638044290005e-06 -7.1667715296232774e-06 5.6896712749221484e-06 -8.0892713678319225e-06 6.2549533660265814e-06 -2.5714064270232487e-06 8.3255802337589561e-06 -1.6516735063810807e-05 1.2884211586879245e-05 -1.1825357412095294e-05 2.0964301350545613e-05 -1.4450848914293603e-05 1.3265253654112929e-05 1.1412309868319426e-05 -1.3255100263044419e-06 -9.3089180007800403e-06 1.6134142667093934e-05 -7.6099370465770688e-06 -1.2529182791871047e-06 -1.9389856577417905e-07
leaf_weight=22 22 20 37 20 23 21 21 21 22 39 22 23 30 24 21 20 24 27 25 34 20 20 21 21 37 31 21 31 88 2313
leaf_count=22 22 20 37 20 23 21 21 21 22 39 22 23 30 24 21 20 24 27 25 34 20 20 21 21 37 31 21 31 88 2313
internal_value=0 -3.71257e-08 -7.05602e-08 -1.90709e-08 2.55579e-08 5.42132e-06 9.13076e-07 -9.24517e-08 -4.70319e-08 1.16056e-08 -4.64578e-08 -1.12465e-07 -5.54754e-08 -1.16659e-07 -1.93561e-07 3.47818e-06 -1.2425e-07 -1.73628e-07 3.10888e-08 -1.55124e-06 -4.49281e-07 -1.89127e-06 -9.84445e-07 -2.15337e-06 -7.73431e-06 -2.93051e-07 1.44292e-06 -7.6076e-07 1.18717e-06 -1.06407e-07
internal_weight=0 3099 3079 3057 3037 65 44 2972 2951 2914 2892 2870 2847 2817 2758 59 2734 2713 2362 351 317 297 277 256 64 192 161 140 109 2337
internal_count=3121 3099 3079 3057 3037 65 44 2972 2951 2914 2892 2870 2847 2817 2758 59 2734 2713 2362 351 317 297 277 256 64 192 161 140 109 2337
is_linear=0
shrinkage=0.1


Tree=5933
num_leaves=31
num_cat=0
split_feature=1211 50 401 402 1210 401 1200 1203 132 1211 43 50 133 1208 1208 1210 4 15 1210 1452 158 43 133 484 2 52 131 481 15 1213
split_gain=5.58394e-08 2.09171e-07 8.11515e-08 1.21425e-07 1.03191e-07 8.91654e-08 8.21063e-08 1.44896e-07 1.53089e-07 2.3029e-06 1.92607e-06 2.35467e-07 8.7756e-08 1.39988e-07 1.03691e-07 1.45766e-07 8.59927e-07 8.0902e-08 4.92964e-07 3.10016e-07 3.5393e-07 7.70065e-07 3.40568e-07 1.08692e-06 9.42382e-07 4.55063e-07 3.42222e-07 1.30709e-06 2.60984e-07 3.40364e-07
threshold=0.11716500000000001 0.090980000000000019 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 -0.099524999999999988 0.090100000000000013 0.089745000000000019 -0.083284999999999984 0.10167000000000002 -0.011694999999999999 0.093975000000000017 0.41553500000000004 0.10737500000000001 0.092250000000000013 -0.094799999999999982 -0.081714999999999996 0.087575000000000014 -0.062539999999999984 0.083330000000000015 0.10398500000000001 -0.013024999999999998 0.11524500000000001 -0.017214999999999998 0.090425000000000019 0.41423000000000004 0.08956500000000002 -0.059779999999999993 0.087065000000000017 0.104315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 7 8 10 12 -7 -12 13 14 15 16 -10 28 -19 20 22 -22 23 -20 -24 26 27 -25 29 -17
right_child=1 -3 3 4 -6 6 -8 -9 9 -11 11 -13 -14 -15 -16 17 -18 18 19 -21 21 -23 24 25 -26 -27 -28 -29 -30 -31
leaf_value=-5.5137590539676175e-06 -1.672488075100911e-06 1.12878497930069e-05 6.1203611210203235e-06 -5.3596266914082079e-06 -7.231380113807973e-06 2.4799381042777732e-05 6.1178554336617131e-06 -6.2324149455650042e-06 2.0389218893383671e-05 -3.3938141423277554e-05 -2.2683680882990658e-07 -1.1566731085449214e-05 -4.7828599402777179e-06 8.522445223206888e-06 -6.159410542330498e-06 -2.0525927839694341e-07 -5.8291464954201169e-06 1.5849042872353247e-05 2.3509460813060786e-05 9.4800128459206068e-06 6.4863436905614523e-06 -1.8657988040762702e-05 -1.9427871231820454e-05 2.55877892651251e-05 6.292246764822831e-06 -1.141263933120705e-05 -9.0191579349468364e-06 6.5917283313033635e-07 -1.0355526770950975e-05 1.2905450407743047e-05
leaf_weight=27 33 20 32 31 20 33 22 37 22 20 143 21 36 20 26 1992 29 22 22 36 21 29 28 23 29 29 27 246 25 20
leaf_count=27 33 20 32 31 20 33 22 37 22 20 143 21 36 20 26 1992 29 22 22 36 21 29 28 23 29 29 27 246 25 20
internal_value=0 3.21821e-06 -5.55919e-08 -7.13066e-09 -7.22951e-08 -2.43922e-08 3.15213e-08 -1.40847e-08 6.528e-08 -1.30938e-07 2.75655e-06 -1.6789e-06 1.21167e-07 1.87888e-07 1.24411e-07 1.87249e-07 5.48074e-06 8.13378e-08 1.20505e-06 5.47565e-07 -1.60735e-07 -8.09737e-06 8.21522e-07 1.99827e-06 -6.3422e-06 5.42129e-07 1.71337e-06 2.79062e-06 -2.01107e-07 -7.49341e-08
internal_weight=0 53 3068 3041 3009 2989 2958 2936 2899 2702 197 164 2682 2646 2626 2600 51 2549 512 490 454 50 404 347 57 325 296 269 2037 2012
internal_count=3121 53 3068 3041 3009 2989 2958 2936 2899 2702 197 164 2682 2646 2626 2600 51 2549 512 490 454 50 404 347 57 325 296 269 2037 2012
is_linear=0
shrinkage=0.1


Tree=5934
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 4 42 130 52 130 2 120 13 130 12 402 1212 39 1 9 12 10 39 9 16 130 130 457 484 16 484
split_gain=6.91685e-08 4.29981e-07 1.98564e-07 1.28526e-07 7.60142e-08 5.94326e-08 1.23547e-07 1.08722e-07 1.01718e-07 5.72263e-08 5.13799e-08 8.81181e-08 6.68433e-07 3.41455e-07 6.76438e-08 7.00145e-08 6.63965e-08 1.55071e-07 1.30892e-07 3.3776e-07 1.88054e-07 3.7631e-07 7.48345e-08 6.27017e-08 1.51628e-07 1.88267e-07 1.61583e-07 1.65788e-07 2.24466e-07 2.51125e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.086394999999999986 -0.049004999999999993 0.08610000000000001 0.086450000000000013 0.10923000000000001 0.083935000000000023 0.093680000000000013 0.24813000000000004 -0.22461999999999996 0.11201500000000002 0.31278000000000006 0.15049500000000002 -1.0000000180025095e-35 0.08864000000000001 0.092235000000000011 -1.0000000180025095e-35 0.0036750000000000007 0.087880000000000014 0.086220000000000005 -0.008069999999999999 0.097765000000000005 0.087380000000000013 0.097000000000000017 -0.093244999999999981 -0.0048099999999999992 -0.023814999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 9 -8 -7 11 12 -3 -13 15 16 17 -14 20 -20 22 -22 23 -18 25 26 27 -25 -29 -30
right_child=1 10 -4 -5 5 7 8 -9 -10 -11 -12 13 14 -15 -16 -17 18 -19 19 -21 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-5.2519589189614638e-06 1.4387536326207088e-05 1.714210356231374e-05 -1.0096511968185951e-05 -8.030322744291749e-06 -6.7377626430698008e-06 4.7360913986662844e-06 5.9914106680446794e-06 9.2952826003056562e-06 -3.2881752531466193e-06 -1.5837649698369205e-06 -4.6812639786129816e-06 2.3044837860197731e-07 -2.4027616973398838e-06 -1.4539504610411315e-05 5.8174262721877313e-06 -5.7713433621063904e-06 3.5749351483500354e-07 9.7636784837298123e-06 -1.4207502933707228e-05 3.3154718783572956e-06 1.6278581458772396e-05 -1.7194589627951456e-06 -6.0059830546032614e-06 3.6106222494773331e-06 6.7026279928675785e-06 -8.8287682580091225e-06 -8.3973614218498722e-06 -7.0982463533389961e-06 -5.9833713450530013e-06 2.6287831106472035e-07
leaf_weight=22 21 23 25 21 25 23 27 20 21 38 23 72 20 20 20 21 1638 22 22 22 21 26 21 92 27 29 26 54 72 607
leaf_count=22 21 23 25 21 25 23 27 20 21 38 23 72 20 20 20 21 1638 22 22 22 21 26 21 92 27 29 26 54 72 607
internal_value=0 1.30268e-07 -1.70121e-06 -6.35811e-07 2.46488e-07 1.03198e-06 -1.03737e-06 2.89695e-06 1.93159e-06 7.99132e-07 2.62361e-08 6.41599e-08 1.65535e-07 -2.98041e-06 2.30314e-08 -1.95745e-08 2.51781e-08 3.97014e-06 -3.71811e-08 -5.44602e-06 5.38977e-08 6.32222e-06 -6.09157e-08 -1.18601e-08 -6.78896e-07 -9.05374e-07 -6.35364e-07 -3.90744e-07 -8.92962e-07 -3.99463e-07
internal_weight=0 2899 222 197 176 154 73 81 48 61 2878 2855 2763 92 2740 2720 2699 42 2657 44 2613 47 2566 2545 907 880 851 825 733 679
internal_count=3121 2899 222 197 176 154 73 81 48 61 2878 2855 2763 92 2740 2720 2699 42 2657 44 2613 47 2566 2545 907 880 851 825 733 679
is_linear=0
shrinkage=0.1


Tree=5935
num_leaves=31
num_cat=0
split_feature=130 12 132 393 1203 131 448 0 16 1374 1373 1213 402 1375 1372 0 2 13 160 48 13 43 160 160 483 12 52 484 13 1453
split_gain=6.07118e-08 1.33184e-07 5.50416e-08 3.02957e-07 2.55349e-07 5.19822e-08 4.63848e-08 1.01585e-07 7.00647e-08 2.44796e-07 3.44057e-07 2.14279e-07 2.91027e-07 1.81046e-07 1.68878e-07 1.62621e-07 4.995e-07 2.01087e-07 2.80716e-07 3.02463e-07 2.05756e-07 5.04886e-07 2.06816e-07 3.83186e-07 2.81677e-07 5.95817e-07 1.97473e-07 7.08655e-07 1.48519e-07 1.57341e-07
threshold=-0.23647499999999996 0.23631000000000002 -0.083449999999999983 0.12679500000000002 0.089480000000000018 0.096845000000000014 0.068920000000000023 -0.26343999999999995 -0.010699999999999999 0.088035000000000016 0.075690000000000021 0.04198000000000001 0.10874500000000002 -0.15308499999999997 -0.065504999999999994 -0.14649999999999996 0.10672500000000001 -0.090639999999999984 -0.0071899999999999993 0.086565000000000017 -0.085744999999999988 -0.082389999999999977 -0.088079999999999978 -0.44404499999999997 0.087175000000000016 0.08401500000000002 0.091275000000000009 -0.017214999999999998 -0.084319999999999992 -0.0067199999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 5 -2 7 -4 13 10 11 12 15 -9 -15 16 -10 18 -17 -20 21 -19 23 -22 25 -25 28 -28 -24 -30
right_child=1 -3 3 -5 -6 -7 -8 8 9 -11 -12 -13 -14 14 -16 17 -18 20 19 -21 22 -23 26 24 -26 -27 27 -29 29 -31
leaf_value=-5.4919420199439631e-06 8.8011859117836443e-08 7.7884053801178446e-06 5.5553750798660049e-06 1.178587615206859e-05 -1.232278491102079e-05 -5.2920121879651565e-06 -4.7932398342709358e-06 7.2911459839717187e-06 1.5099545455703786e-06 -1.1097703862684616e-05 1.1656860919589711e-05 -7.9803454051822594e-06 9.1129006499789792e-06 -7.9381936111531117e-06 3.4283449738269628e-07 -1.7138193573460047e-06 -1.7719191160639721e-05 7.7655557604590549e-07 1.6986499342237948e-05 4.8751232725408048e-07 -5.68594749922575e-06 -1.7428174825909083e-05 -7.0697251854570908e-06 -2.0165609861405321e-06 -2.6313090228313743e-06 1.940684995481527e-05 4.3871164609362466e-06 -1.7720064378691265e-05 6.1355630842208982e-06 -6.1353769424954414e-07
leaf_weight=20 176 22 33 22 20 20 20 37 35 22 23 39 31 25 1649 42 22 39 25 20 31 25 33 21 20 34 29 29 37 520
leaf_count=20 176 22 33 22 20 20 20 37 35 22 23 39 31 25 1649 42 22 39 25 20 31 25 33 21 20 34 29 29 37 520
internal_value=0 3.54149e-08 -1.99816e-08 9.61518e-08 -1.55929e-06 -4.6097e-07 5.62942e-09 3.96519e-08 -2.56346e-08 -6.57494e-07 -4.39783e-07 -7.09379e-07 -4.23813e-07 3.72093e-07 2.19163e-07 -7.31129e-07 -5.91182e-06 -4.04831e-07 4.16589e-06 9.65362e-06 -8.90959e-07 -6.33467e-06 -4.28893e-07 3.66599e-06 7.53145e-06 1.1227e-05 -1.09873e-06 -6.66647e-06 -5.51398e-07 -1.65213e-07
internal_weight=0 3101 3079 2863 216 196 2841 2821 2788 1077 1055 1032 993 1711 1674 962 57 905 87 45 818 64 754 106 75 55 648 58 590 557
internal_count=3121 3101 3079 2863 216 196 2841 2821 2788 1077 1055 1032 993 1711 1674 962 57 905 87 45 818 64 754 106 75 55 648 58 590 557
is_linear=0
shrinkage=0.1


Tree=5936
num_leaves=31
num_cat=0
split_feature=13 13 2 13 13 51 51 13 15 48 1 13 34 13 402 13 2 42 12 2 42 12 13 10 4 4 13 133 4 13
split_gain=5.20922e-08 1.964e-07 3.89893e-07 1.49926e-07 2.27478e-07 1.30605e-07 6.36363e-07 1.70811e-07 1.33556e-07 1.31697e-07 1.30227e-07 1.20742e-07 1.18719e-07 1.63136e-07 2.02491e-07 1.44117e-07 5.92356e-07 1.51419e-06 1.07902e-06 8.13718e-07 7.83919e-07 8.67476e-07 1.98673e-07 1.79858e-07 1.59491e-06 1.82692e-06 2.42931e-07 3.90853e-07 3.72866e-07 1.81248e-07
threshold=-0.13710499999999998 -0.10278499999999999 0.087955000000000019 -0.097984999999999989 -0.096404999999999991 0.095375000000000015 0.081440000000000026 -0.15714499999999998 -0.042209999999999991 0.097500000000000017 0.13743000000000002 -0.43167499999999998 -0.08786999999999999 -0.093219999999999983 0.081585000000000019 -0.087934999999999985 0.084885000000000002 0.087505000000000013 0.088245000000000004 0.083995000000000014 0.087745000000000004 0.083875000000000019 -0.087404999999999997 -0.0091199999999999979 0.053180000000000012 -0.012164999999999999 -0.08645499999999999 0.086910000000000015 -0.0047449999999999992 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 6 7 10 -9 -7 11 -1 -6 14 -14 16 17 19 20 -15 21 -18 -17 24 25 -24 27 28 -25 -28
right_child=1 3 -4 4 12 9 -8 8 -10 -11 -12 -13 13 15 -16 22 18 -19 -20 -21 -22 -23 23 26 -26 -27 29 -29 -30 -31
leaf_value=-7.426432130263163e-07 -3.3304660932613345e-06 -7.8536310733549424e-06 1.47577416205772e-05 1.0212372304026345e-05 6.4818180671214323e-06 8.4079165053481115e-06 -1.8504742721151245e-05 -1.0255780049798583e-06 -1.2090233169601561e-05 -2.077232525350511e-06 -2.9802252410229142e-06 6.2854887365078454e-06 -1.162245127690969e-05 5.2646564406379845e-06 7.4192901750463466e-07 -7.8638541641463558e-06 -3.1158387514551578e-06 -7.7238081702847871e-06 1.372897943838325e-05 3.0768862002175945e-05 2.5160759859692703e-06 -3.2216039359073398e-05 1.6886049648875364e-06 -8.1729251738019783e-06 1.1694574488336168e-05 -3.9636626327705931e-05 -3.0144013009682098e-06 1.4784297229260999e-05 8.7628378248784716e-06 1.797944704220485e-07
leaf_weight=44 22 24 26 22 28 25 22 24 20 23 53 55 27 22 26 33 20 33 30 29 34 21 23 26 33 20 194 29 26 2107
leaf_count=44 22 24 26 22 28 25 22 24 20 23 53 55 27 22 26 33 20 33 30 29 34 21 23 26 33 20 194 29 26 2107
internal_value=0 1.24701e-07 6.46731e-06 1.62418e-08 8.41099e-08 -1.33845e-06 -2.37821e-06 -5.68086e-07 -6.05497e-06 3.38378e-06 1.02022e-06 3.16187e-06 3.4066e-09 -6.29657e-08 -5.55691e-06 4.56831e-08 2.70792e-06 8.96707e-06 -2.29941e-06 1.9767e-05 -8.71076e-06 -1.80208e-05 -1.56309e-07 -5.28308e-08 -4.84176e-06 -1.75324e-05 9.99645e-08 5.4825e-06 2.94956e-07 -8.95119e-08
internal_weight=0 2855 48 2807 2783 266 218 196 44 48 152 99 2761 2733 53 2680 189 84 105 51 75 41 2491 2458 76 43 2382 81 52 2301
internal_count=3121 2855 48 2807 2783 266 218 196 44 48 152 99 2761 2733 53 2680 189 84 105 51 75 41 2491 2458 76 43 2382 81 52 2301
is_linear=0
shrinkage=0.1


Tree=5937
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 4 12 130 16 156 1371 155 475 51 1375 2 47 47 9 15 47 39 9 9 13 3 13 156 1456 475 1
split_gain=4.87856e-08 3.19855e-07 1.60495e-07 1.05096e-07 5.41994e-08 4.77636e-08 1.20985e-07 4.69595e-08 1.23421e-07 1.16106e-07 1.68864e-07 1.05762e-07 4.3321e-07 3.23726e-07 7.24165e-07 1.10886e-07 7.14576e-07 2.46026e-07 9.50613e-07 1.64638e-07 1.61786e-07 2.90497e-07 4.27923e-07 1.66343e-07 1.86855e-07 1.95174e-07 1.54669e-07 2.58737e-07 1.5189e-07 1.67866e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.086394999999999986 0.23631000000000002 -0.22461999999999996 0.0057500000000000008 0.10068000000000001 0.08976000000000002 0.083440000000000014 -0.086279999999999982 -0.085734999999999992 -0.15308499999999997 0.087675000000000017 0.092165000000000011 0.096475000000000019 -0.013509999999999999 -0.26481999999999994 0.087885000000000019 -1.0000000180025095e-35 0.092235000000000011 0.085555000000000006 -0.42195999999999995 0.14121000000000003 -0.15416999999999995 -0.065739999999999979 0.10880000000000002 -0.08459499999999999 0.090965000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -3 8 9 10 11 12 -8 14 -13 17 -17 18 -15 20 -19 22 23 -22 25 -25 -27 28 -28 -30
right_child=1 5 -4 -5 -6 -7 7 -9 -10 -11 -12 13 -14 15 -16 16 -18 19 -20 -21 21 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-4.3159441557608345e-06 1.2406098037553464e-05 6.7184938971978325e-06 -8.9764661469189386e-06 -7.1575116158956441e-06 9.9023322997543976e-07 -4.5191257225704483e-06 4.9663315512252328e-06 -6.765315744073306e-07 7.2243646463903133e-06 -6.9096531502588691e-06 8.5737422580223214e-06 2.2380678668317466e-05 -1.2635677958393177e-05 -3.8266483252593918e-06 -1.6701485066967565e-06 -1.9646647784351707e-05 -6.8062551227707316e-08 8.7152728104394395e-06 2.4136828019436508e-05 -8.9306221732954336e-06 -7.2881120090073637e-06 -9.3511562667458751e-06 1.4807285801907711e-05 -7.540980153531895e-06 7.5612974248596248e-06 7.8798719982842168e-06 -7.6102097712767616e-06 -9.986683002352948e-06 1.0106820163915114e-06 -1.6262826381290115e-06
leaf_weight=22 21 27 25 21 154 23 27 765 25 23 24 21 29 31 31 21 166 22 20 20 30 32 20 33 34 26 24 25 1067 312
leaf_count=22 21 27 25 21 154 23 27 765 25 23 24 21 29 31 31 21 166 22 20 20 30 32 20 33 34 26 24 25 1067 312
internal_value=0 1.09413e-07 -1.42871e-06 -4.70876e-07 3.26961e-07 1.96876e-08 5.62525e-08 -7.35451e-09 2.40789e-07 1.55122e-07 2.35762e-07 1.35254e-07 -4.14899e-06 2.59243e-07 8.04269e-06 4.42991e-08 -2.26673e-06 2.99112e-07 7.13942e-06 8.70412e-08 1.98028e-07 8.11349e-08 2.73263e-07 8.58482e-08 2.31291e-07 6.36918e-08 2.36288e-07 9.71186e-08 2.76801e-07 4.14066e-07
internal_weight=0 2899 222 197 176 2878 2855 2828 2063 2038 2015 1991 56 1935 52 1883 187 1696 51 1645 1625 1603 1571 1551 1521 1487 1454 1428 1403 1379
internal_count=3121 2899 222 197 176 2878 2855 2828 2063 2038 2015 1991 56 1935 52 1883 187 1696 51 1645 1625 1603 1571 1551 1521 1487 1454 1428 1403 1379
is_linear=0
shrinkage=0.1


Tree=5938
num_leaves=31
num_cat=0
split_feature=130 40 132 1203 1185 50 12 132 15 42 12 1213 3 132 402 402 402 1210 401 133 133 403 1208 1209 43 1209 12 9 33 9
split_gain=5.69758e-08 1.32764e-07 5.58169e-08 1.48822e-06 8.10086e-07 2.33318e-07 5.71031e-08 6.34788e-08 1.06306e-07 5.30633e-08 8.40525e-08 6.51472e-08 1.13855e-07 4.63086e-08 7.94306e-08 1.19702e-07 1.33574e-07 1.25498e-07 8.5093e-08 7.51385e-08 2.20505e-07 1.4179e-07 2.72253e-07 1.55427e-07 9.98881e-07 1.28487e-07 6.6528e-08 1.67823e-07 1.33387e-07 1.03235e-07
threshold=-0.23647499999999996 -0.23755499999999996 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11527000000000001 -0.43443999999999999 0.090325000000000003 -0.021469999999999996 0.086505000000000012 0.085855000000000015 -0.087044999999999983 -0.050879999999999988 -0.52461999999999986 -0.46900499999999995 -0.45015499999999992 0.24726500000000004 -0.099524999999999988 0.41553500000000004 0.40945500000000007 -0.54856499999999986 0.099975000000000008 -0.085894999999999985 -0.0047449999999999992 -0.064814999999999984 0.12757000000000002 0.092890000000000014 -0.012019999999999998 0.085555000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 6 7 -3 9 10 -9 12 -11 -6 -15 -16 -17 18 -18 20 21 -20 23 24 -23 -25 27 28 -27 -30
right_child=1 2 4 -5 13 -7 -8 8 -10 11 -12 -13 -14 14 15 16 17 -19 19 -21 -22 22 -24 25 -26 26 -28 -29 29 -31
leaf_value=-5.3202703338683938e-06 7.0159823802963797e-06 -5.2979312804382062e-06 -1.9260025336817227e-05 2.6824047786262675e-05 4.2043148186420559e-06 -1.1413980136012469e-05 4.8748850704647517e-06 4.5365834260089541e-07 6.9132026192164639e-06 -2.1206009667669909e-06 -8.5035713118486457e-06 -3.8218006114799545e-06 7.6200103838649129e-06 -6.3150077949103434e-06 7.1939184319648039e-06 -6.3742708086713482e-06 -5.1650723321472473e-06 7.0788433149573396e-06 -6.2437607968806541e-06 -4.8722191470387185e-06 9.2436163238464637e-06 -1.8701929478153874e-05 1.1415423042698032e-05 7.0814125837596997e-06 1.1023904226021842e-05 -7.2909669725049758e-06 -4.1371188037948357e-06 6.6732437514211167e-06 -1.6049604152492603e-08 6.443908823712263e-06
leaf_weight=20 27 25 22 21 26 20 21 22 20 24 20 22 24 20 23 33 32 25 36 31 26 26 21 26 20 25 38 38 2362 25
leaf_count=20 27 25 22 21 26 20 21 22 20 24 20 22 24 20 23 33 32 25 36 31 26 26 21 26 20 25 38 38 2362 25
internal_value=0 3.43197e-08 -2.70026e-08 1.51155e-06 -1.45021e-07 -1.17311e-06 -2.24515e-08 -6.77509e-07 1.97571e-07 -1.00165e-06 -3.81169e-06 6.84374e-07 2.7497e-06 3.41881e-09 -3.54922e-08 9.57067e-09 -5.02123e-08 2.62044e-08 -3.8953e-08 2.23917e-08 7.98011e-08 -1.12418e-08 7.56899e-08 -1.73313e-08 -5.77765e-06 8.80684e-08 1.49868e-08 7.93868e-08 -2.44965e-08 5.16081e-08
internal_weight=0 3101 3074 219 2855 198 178 157 132 112 42 70 48 2833 2807 2787 2764 2731 2706 2674 2643 2617 2581 2560 46 2514 2488 2450 2412 2387
internal_count=3121 3101 3074 219 2855 198 178 157 132 112 42 70 48 2833 2807 2787 2764 2731 2706 2674 2643 2617 2581 2560 46 2514 2488 2450 2412 2387
is_linear=0
shrinkage=0.1


Tree=5939
num_leaves=31
num_cat=0
split_feature=1208 132 1185 1203 42 42 42 1209 1447 1447 1209 1210 12 42 133 51 133 42 42 15 479 403 4 52 159 52 4 483 483 403
split_gain=6.21672e-08 5.13837e-08 3.54359e-07 1.98963e-07 5.27628e-08 8.82126e-07 6.6063e-07 2.32534e-07 1.98856e-07 3.60416e-07 1.77814e-07 2.07352e-07 4.19699e-07 2.16942e-07 5.76752e-07 4.84276e-07 5.54981e-07 3.82216e-07 2.63896e-07 6.30026e-07 2.55571e-07 2.16193e-07 1.94158e-07 1.58365e-07 3.05866e-07 3.62701e-07 2.49961e-07 1.85002e-07 2.58578e-07 1.69241e-07
threshold=0.12461500000000002 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.086950000000000013 0.087195000000000009 0.086730000000000015 -0.087714999999999987 -0.086424999999999988 -0.084894999999999984 -0.065739999999999979 -0.00046999999999999993 0.092855000000000007 0.089015000000000025 0.090310000000000015 0.078435000000000019 0.085760000000000017 0.088295000000000012 0.089625000000000024 -0.013104999999999999 0.10061500000000002 -0.44023999999999991 -0.011884999999999998 0.5140450000000002 -0.10909999999999999 0.31359500000000001 -0.047864999999999991 0.10143000000000001 0.094075000000000006 -0.083919999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -4 -7 -9 -10 -11 12 -12 14 15 16 17 22 19 -15 21 -20 -13 24 26 27 -23 28 29 -26
right_child=-2 2 4 -5 5 7 -8 8 9 10 11 13 -14 18 -16 -17 -18 -19 20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.9273264066785387e-07 -5.5573774216099998e-06 1.3091497237924377e-05 -6.905843406006907e-08 -9.3101595130714754e-06 2.1413500762719197e-05 8.6065122786749281e-06 -1.7910707559903605e-05 8.5821337279412556e-06 -1.2131862025853479e-05 -7.4219223653281301e-06 -3.7040663301013412e-07 1.128182688717061e-05 1.7788980885597995e-05 -3.698036464681666e-06 -1.5479715534638673e-05 -1.4416746225833776e-05 1.584222709425376e-05 -1.1104677275431675e-05 -8.0871949681490412e-06 2.1101662114233476e-05 -9.784016893718217e-06 -1.403891618247144e-05 -2.1902003738986145e-06 8.3852452110864689e-06 8.2467500687601258e-06 1.3496084553164269e-05 7.6017894397886092e-07 -6.2517092525619478e-06 1.2031311508749133e-05 2.3910528319032419e-07
leaf_weight=194 20 21 1767 28 20 32 21 26 25 31 35 20 20 21 32 20 24 27 28 20 25 25 23 27 28 23 21 36 21 460
leaf_count=194 20 21 1767 28 20 32 21 26 25 31 35 20 20 21 32 20 24 27 28 20 25 25 23 27 28 23 21 36 21 460
internal_value=0 3.58402e-08 1.48876e-07 -1.43007e-06 5.37767e-08 6.09201e-07 -2.78608e-07 2.12928e-07 -5.0917e-08 -2.77187e-07 2.92942e-08 2.76076e-07 6.23301e-06 -9.58096e-08 -3.61669e-06 -2.86718e-07 2.71967e-06 -1.77949e-06 6.03576e-07 8.39938e-06 1.43017e-07 5.13983e-07 4.07586e-06 8.89697e-07 5.60088e-07 1.19525e-06 -7.28281e-06 6.76135e-07 1.16612e-06 6.9856e-07
internal_weight=0 3101 2879 222 2858 1070 1788 1050 1018 992 967 936 55 881 146 114 94 70 735 41 694 669 43 641 614 568 46 545 509 488
internal_count=3121 3101 2879 222 2858 1070 1788 1050 1018 992 967 936 55 881 146 114 94 70 735 41 694 669 43 641 614 568 46 545 509 488
is_linear=0
shrinkage=0.1


Tree=5940
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 130 130 1208 16 403 42 1210 1212 3 1213 15 401 42 1203 401 401 1212 12 1210 1212 402 403 1210 129 133 391
split_gain=5.30532e-08 1.55418e-06 7.67725e-07 2.87393e-07 5.75849e-08 8.56984e-08 5.31225e-08 4.51739e-07 9.37033e-08 5.55852e-07 1.18194e-07 7.45462e-08 1.83562e-07 1.32329e-07 8.59534e-08 6.8862e-08 1.64502e-07 7.61994e-08 7.2532e-08 2.40179e-07 8.17101e-08 3.82467e-07 3.15325e-07 1.01124e-07 1.23429e-07 1.62788e-07 7.686e-08 7.21206e-08 2.06237e-07 7.14864e-08
threshold=-0.083284999999999984 0.10022000000000002 0.12358500000000001 0.089480000000000018 -0.22699999999999995 -0.14750499999999997 0.10480500000000002 -0.071854999999999988 -0.53960999999999981 0.091205000000000008 -0.3960249999999999 0.10321500000000002 -0.076669999999999988 -0.020279999999999996 0.089165000000000008 0.11602000000000001 0.089810000000000015 0.10250500000000001 0.10632500000000002 0.10022000000000002 -0.089079999999999979 0.086505000000000012 -0.087769999999999973 -0.066149999999999987 -0.45015499999999992 -0.43370499999999995 -0.08126499999999999 0.10311000000000002 -0.0036349999999999998 -0.083014999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -6 8 -8 9 -7 -10 15 13 -13 -15 17 -17 18 19 20 21 -12 -22 -24 -25 -26 -27 29 -29 -28
right_child=2 -3 -4 -5 5 6 7 -9 10 -11 11 12 -14 14 -16 16 -18 -19 -20 -21 22 -23 23 24 25 26 27 28 -30 -31
leaf_value=3.4396639376466461e-08 -4.9614533627786645e-06 2.7368127086360586e-05 -1.9638042886072071e-05 -1.2608463900960489e-05 6.2795630087335175e-06 -5.2817336457640827e-06 -1.0309373928149316e-05 8.7368807180610032e-06 -7.3101457143242122e-06 1.449590151120598e-05 1.5101763974598727e-05 4.764170644660063e-06 1.0549050397378819e-05 -8.0826221869756415e-06 6.3722074908302892e-07 2.4435227522609733e-06 -8.2651971098357535e-06 -5.5879145899477102e-06 4.3525664599049683e-06 -1.0642791968556205e-05 -1.2501577120644927e-05 -1.518292499693214e-06 7.1883076998346954e-06 -6.0252675845704012e-06 6.7137319900678922e-06 -5.994747880322393e-06 -5.9646459817486182e-06 1.0037381096279004e-05 -1.4571328392776195e-06 4.1342348655318308e-08
leaf_weight=178 23 21 20 20 22 30 33 20 22 27 20 39 23 20 26 26 32 24 39 21 20 45 20 33 37 21 20 27 37 2175
leaf_count=178 23 21 20 20 22 30 33 20 22 27 20 39 23 20 26 26 32 24 39 21 20 45 20 33 37 21 20 27 37 2175
internal_value=0 1.50084e-06 -1.13265e-07 -1.24266e-06 2.22296e-08 6.23222e-08 1.41095e-08 -3.12211e-06 7.38148e-08 4.08662e-06 -1.00612e-08 4.9311e-08 2.62358e-06 4.79035e-07 -3.15402e-06 -5.77435e-08 -3.46474e-06 2.00846e-08 7.36003e-08 6.20142e-09 9.72926e-08 3.59557e-06 2.15114e-09 1.07668e-07 4.74071e-08 1.33897e-07 2.71195e-08 8.30996e-08 3.39212e-06 -1.33819e-08
internal_weight=0 219 2902 198 2882 2859 2837 53 2784 57 2727 2705 108 85 46 2597 58 2539 2515 2476 2455 65 2390 2370 2350 2317 2280 2259 64 2195
internal_count=3121 219 2902 198 2882 2859 2837 53 2784 57 2727 2705 108 85 46 2597 58 2539 2515 2476 2455 65 2390 2370 2350 2317 2280 2259 64 2195
is_linear=0
shrinkage=0.1


Tree=5941
num_leaves=31
num_cat=0
split_feature=12 130 1208 10 0 0 150 11 45 1429 156 1 1 1 13 1426 1374 123 39 1 12 1 1 49 1447 1 480 50 50 1373
split_gain=5.46385e-08 1.24183e-07 5.41289e-08 5.06496e-08 8.73545e-07 8.12202e-07 9.44045e-08 6.09636e-08 5.47226e-08 1.11919e-07 1.70881e-07 7.24683e-08 2.92494e-07 2.5474e-07 4.15933e-07 2.37957e-07 1.89652e-07 1.80803e-07 1.59542e-07 2.32145e-07 8.63805e-07 8.31774e-07 4.66299e-07 2.27068e-07 2.11065e-07 1.72296e-07 1.92946e-07 2.03594e-07 1.54058e-07 1.94965e-07
threshold=0.23631000000000002 -0.22461999999999996 0.12461500000000002 -0.011559999999999999 -0.10224499999999999 -0.084804999999999978 0.085210000000000022 -1.0000000180025095e-35 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.099195000000000019 0.096255000000000021 0.096860000000000016 -0.074519999999999989 -0.068029999999999993 0.089635000000000006 0.084660000000000013 0.084020000000000011 0.094090000000000021 0.095175000000000023 0.093400000000000025 0.092390000000000014 0.090235000000000024 0.059120000000000013 0.091615000000000016 0.11144000000000001 0.13276000000000002 0.13276000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -5 9 -9 11 12 16 -14 -15 -13 17 18 19 21 -21 22 24 -20 25 26 27 -11 29 -17
right_child=-2 2 -4 7 5 6 -8 8 -10 10 -12 15 13 14 -16 28 -18 -19 23 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.7883041352885174e-06 -4.8560098461977128e-06 -1.8929420521847837e-05 -5.2087001131440046e-06 5.4570730618425371e-06 1.7799499251850649e-05 -6.6892810943835169e-06 1.7986827106142302e-06 -7.4558109054123635e-06 3.7231206397336796e-06 -1.6726251936305617e-07 9.2619557517537049e-06 -1.1682526173899533e-05 1.5673901477632835e-05 1.2474253435357242e-05 -7.9201811558959893e-06 -6.3963070542063199e-07 7.585330865477966e-06 -6.8900206490839443e-06 1.2125488883786882e-05 -2.0284457222411825e-05 6.8353979970751158e-06 1.9893726738744244e-05 -1.2086936362720736e-05 -1.3632300332725815e-06 7.7792078114466037e-06 8.5436146788276307e-06 -7.5194120154264968e-06 7.7595083315496929e-06 -7.8517365685521717e-06 8.3819227147614582e-06
leaf_weight=27 23 24 20 21 25 38 20 20 40 1788 20 20 22 20 20 573 33 38 26 24 23 21 32 24 35 23 35 33 28 25
leaf_count=27 23 24 20 21 25 38 20 20 40 1788 20 20 22 20 20 573 33 38 26 24 23 21 32 24 35 23 35 33 28 25
internal_value=0 3.60474e-08 -2.33179e-08 1.06734e-08 -2.12652e-06 2.73215e-06 -3.7624e-06 8.83499e-08 4.97789e-08 -1.18665e-09 5.0889e-08 -1.39093e-08 2.59861e-07 7.03076e-06 2.27704e-06 -9.44984e-07 6.32357e-08 -5.48562e-08 7.0985e-08 -6.75433e-08 -7.01304e-06 9.84142e-08 -1.15204e-07 5.6509e-06 8.495e-08 -5.83704e-08 -1.64968e-07 -2.36143e-08 -6.01931e-07 -2.62475e-07
internal_weight=0 3098 3071 3051 107 83 58 2944 2923 2883 2863 2843 2197 62 40 646 2135 2102 2064 2014 47 1967 1946 50 1914 1879 1856 1821 626 598
internal_count=3121 3098 3071 3051 107 83 58 2944 2923 2883 2863 2843 2197 62 40 646 2135 2102 2064 2014 47 1967 1946 50 1914 1879 1856 1821 626 598
is_linear=0
shrinkage=0.1


Tree=5942
num_leaves=31
num_cat=0
split_feature=1429 1429 156 474 483 12 42 42 483 483 4 52 480 481 160 2 160 1447 481 1453 1420 52 52 1373 150 1373 1375 150 49 1348
split_gain=4.77111e-08 9.66467e-08 8.9356e-08 1.34404e-07 5.14742e-08 2.96261e-07 2.93683e-07 1.8903e-07 1.65069e-07 1.43224e-07 1.13871e-07 1.68584e-07 9.62299e-08 1.07846e-07 7.53029e-07 9.82967e-07 7.73863e-07 5.456e-07 4.43444e-07 2.51339e-07 1.22214e-07 1.08309e-07 8.40904e-08 8.33637e-08 3.93135e-07 1.42398e-07 2.85955e-07 9.51856e-08 5.11529e-07 1.86945e-07
threshold=0.12521000000000002 0.11635000000000001 0.3248100000000001 0.11421000000000002 0.098395000000000024 0.23631000000000002 0.096610000000000015 0.094010000000000024 0.096190000000000012 0.095085000000000017 -0.0092149999999999992 -0.026204999999999996 0.11387000000000001 -0.085784999999999986 -0.53908999999999996 0.083715000000000026 -0.015149999999999999 -0.085684999999999997 -0.081614999999999979 -0.085754999999999984 -0.08341999999999998 -0.56368999999999991 0.016565000000000003 0.08789000000000001 0.090480000000000019 1.0000000180025095e-35 -0.42089999999999994 0.12416000000000001 -0.043469999999999995 -0.047944999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 10 9 12 11 -6 13 14 -1 -16 -17 -18 -15 -20 -21 -22 -12 25 -25 26 -23 29 -29 -28
right_child=-2 -3 -4 -5 6 -7 -8 -9 -10 -11 22 -13 -14 18 15 16 17 -19 19 20 21 23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-2.0184227949877305e-05 4.8685380647839341e-06 -6.3526202017290716e-06 -6.6444994627090644e-06 7.5154788201340736e-06 -1.0854137026003824e-06 -1.2221922409025867e-05 9.6933294445180865e-06 -9.4796712073730311e-06 9.0444751147344967e-06 -8.3001702954615687e-06 -6.3261276660379442e-06 1.1159020401795385e-05 5.930311512943095e-06 1.093149272704166e-05 1.8716839566996384e-05 -2.0142040624626175e-05 1.4762115902158258e-05 -7.0294908486748346e-06 -1.1260269083663843e-05 5.9490740006688562e-06 -6.2713414008287919e-06 -1.0898043653166195e-05 1.5582602416895586e-06 -1.3365144185745917e-05 5.5593209253856912e-06 6.1327391096567326e-06 -9.6441888308618216e-06 -6.1291750902771887e-06 1.4740434487710749e-05 6.4403789085132887e-08
leaf_weight=21 20 24 20 24 23 20 36 20 20 21 24 22 27 37 23 23 20 27 20 34 28 24 31 23 21 38 20 23 24 2383
leaf_count=21 20 24 20 24 23 20 36 20 20 21 24 22 27 37 23 23 20 27 20 34 28 24 31 23 21 38 20 23 24 2383
internal_value=0 -3.14026e-08 1.79017e-08 6.14895e-08 2.50644e-09 -9.34228e-08 1.77166e-06 -6.04837e-07 -8.51904e-09 -7.23399e-08 1.17013e-06 4.90075e-06 -1.09818e-08 -6.84988e-08 -3.08072e-06 7.8136e-07 -5.11173e-06 2.24353e-06 5.98726e-08 -9.26104e-08 -7.29592e-09 -8.56692e-08 -1.8822e-06 -1.79075e-08 -4.33301e-06 5.76755e-08 -3.56359e-08 7.07714e-08 4.52765e-06 -1.64001e-08
internal_weight=0 3101 3077 3057 3033 2877 156 120 2857 2837 100 45 2816 2789 114 93 70 47 2675 2638 2618 2584 55 2556 44 2512 2474 2450 47 2403
internal_count=3121 3101 3077 3057 3033 2877 156 120 2857 2837 100 45 2816 2789 114 93 70 47 2675 2638 2618 2584 55 2556 44 2512 2474 2450 47 2403
is_linear=0
shrinkage=0.1


Tree=5943
num_leaves=31
num_cat=0
split_feature=40 130 42 483 479 1446 480 481 2 1447 481 484 484 158 1456 51 2 16 1456 1456 1375 484 159 160 483 50 50 403 4 3
split_gain=6.12591e-08 1.86694e-07 8.33227e-08 6.40868e-08 1.00586e-07 6.5019e-08 7.83498e-08 8.01074e-08 5.79478e-07 5.92536e-07 2.1802e-07 9.29349e-08 2.52462e-07 2.52415e-07 2.63509e-07 2.19705e-07 3.16965e-07 3.42658e-07 3.01677e-07 1.8201e-07 2.90337e-07 1.48999e-07 1.42523e-07 1.96304e-07 1.34234e-07 1.12349e-07 2.82334e-07 2.65458e-07 7.26599e-07 1.52312e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 -0.47181499999999993 0.11469500000000001 -0.073109999999999994 0.11471500000000003 -0.087424999999999989 0.085485000000000019 0.040965000000000008 -0.085894999999999985 -0.0095549999999999993 -0.017214999999999998 -0.4686749999999999 -0.082809999999999981 -0.46280499999999997 0.083385000000000015 -0.065229999999999996 0.11510000000000002 0.094710000000000003 0.08401500000000002 -0.0011699999999999998 -0.092414999999999983 -0.085834999999999981 -0.091839999999999991 0.090630000000000016 0.089915000000000009 -0.074254999999999988 -0.078629999999999992 -0.096544999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 8 -7 -10 -9 12 13 -12 -15 -16 17 -17 19 20 22 -13 -18 -24 -25 26 -23 28 -27 -29
right_child=1 2 -4 4 -6 6 -8 10 9 -11 11 21 -14 14 15 16 18 -19 -20 -21 -22 25 23 24 -26 27 -28 29 -30 -31
leaf_value=5.5166387301142092e-06 -9.2148429613106685e-06 4.5766790162815604e-06 5.1882732350350125e-06 5.2765874976973032e-06 -6.9649056204720443e-06 -1.2644267538947847e-05 6.1771011513656058e-06 1.0141013098334607e-05 -4.5677327017818405e-06 1.7245666210499167e-05 7.0770391519974715e-06 8.5255068413624984e-06 -1.1256871686782689e-05 -1.2067205425805499e-05 9.1655710639315665e-06 1.063521449395921e-06 4.0136204054788601e-06 -1.4091459685939322e-05 1.0465058903719183e-05 -1.0002688525543949e-05 1.0578003167955269e-05 -7.7010628441788339e-08 -1.0543101704789824e-05 -7.8664362014197185e-06 1.4032084637903134e-06 1.9508720060912311e-05 -1.2014233539048293e-05 8.3800027947621526e-06 -3.0755820199405648e-06 -3.4139603391723529e-07
leaf_weight=20 22 30 31 23 21 37 20 21 33 20 36 21 25 23 20 25 33 37 25 21 22 2122 29 21 61 28 20 22 29 223
leaf_count=20 22 30 31 23 21 37 20 21 33 20 36 21 25 23 20 25 33 37 25 21 22 2122 29 21 61 28 20 22 29 223
internal_value=0 -3.55771e-08 3.00103e-08 -2.24523e-08 -6.81693e-08 -1.98438e-08 -6.08048e-08 -1.03038e-07 -3.04066e-06 3.66374e-06 -1.07248e-08 -8.57112e-08 -1.54575e-06 -8.57991e-07 -1.75913e-06 -9.52716e-07 -1.69128e-06 -7.98058e-06 1.48048e-07 -1.23123e-06 -1.21589e-07 1.38181e-07 -1.75625e-06 -3.47162e-06 -9.70725e-07 6.61128e-08 -1.88469e-07 1.87179e-06 8.01846e-06 4.4175e-07
internal_weight=0 3101 3079 3048 3018 2997 2974 2954 90 53 2864 2843 378 353 317 294 274 62 212 187 166 2465 144 111 82 2444 2142 302 57 245
internal_count=3121 3101 3079 3048 3018 2997 2974 2954 90 53 2864 2843 378 353 317 294 274 62 212 187 166 2465 144 111 82 2444 2142 302 57 245
is_linear=0
shrinkage=0.1


Tree=5944
num_leaves=31
num_cat=0
split_feature=40 130 121 9 33 9 34 2 3 376 15 123 123 12 15 39 12 132 45 42 160 48 40 1456 15 15 15 402 1 12
split_gain=4.962e-08 1.51222e-07 7.10946e-08 5.07015e-08 1.14775e-07 8.3365e-08 8.6324e-08 1.46123e-07 7.65544e-08 5.71451e-08 5.62542e-08 6.18537e-08 1.15326e-07 9.43195e-08 9.77598e-08 8.16756e-08 1.58427e-07 3.19261e-07 1.86143e-07 9.89141e-08 1.73725e-07 2.36103e-07 1.21785e-07 8.45749e-08 9.82692e-08 6.2882e-07 3.3935e-07 2.40984e-07 1.84656e-07 1.47758e-07
threshold=-0.24620999999999996 -0.22699999999999995 -0.081149999999999986 0.092890000000000014 -0.012019999999999998 0.085555000000000006 -0.08786999999999999 -0.045829999999999989 -0.014944999999999998 -0.083489999999999981 -0.56020999999999987 0.11679000000000002 0.086445000000000008 -0.092484999999999984 -0.11713499999999999 0.084020000000000011 -0.010834999999999999 0.08696000000000001 0.084355000000000013 0.086325000000000013 0.085755000000000012 0.083685000000000009 -0.072504999999999986 0.11772000000000001 -0.10203999999999998 -0.11345499999999999 -0.097454999999999986 0.087880000000000014 0.13471500000000003 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -8 -5 -9 -11 12 15 -14 -15 16 17 -12 23 20 21 22 -17 24 25 27 -26 28 29 -18
right_child=1 2 3 8 5 -7 7 9 -10 10 11 -13 13 14 -16 19 18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=4.9649747415969622e-06 -8.2933593647153842e-06 4.8713103736493699e-06 -6.8185524651198654e-06 -4.6476589704980145e-07 6.4843239533729502e-06 5.7358233862032652e-06 -8.0471766135242045e-06 -3.8471955028795397e-06 7.7252401189027645e-06 -5.1501344257433501e-06 -1.5260482376788788e-05 4.5613153967375787e-06 -8.8125190583099321e-06 -5.9112924176471073e-06 1.4203888864275624e-06 -2.4748277924273184e-06 -3.8166517662509911e-06 2.0149314739525005e-06 7.5624033735783262e-06 -2.1456689694332455e-06 -3.4198072791530814e-06 1.5941327565087704e-05 7.5482543005444288e-06 -4.6176906870151963e-06 -1.0890111473694058e-05 1.380104865802423e-05 -1.1086044323372426e-09 -1.0035806264402874e-05 1.0104749264314706e-05 2.0485321055445633e-06
leaf_weight=20 22 30 25 25 20 25 23 39 21 21 20 30 24 31 44 22 66 23 33 32 22 20 27 39 29 38 2185 22 20 123
leaf_count=20 22 30 25 25 20 25 23 39 21 21 20 30 24 31 44 22 66 23 33 32 22 20 27 39 29 38 2185 22 20 123
internal_value=0 -3.20241e-08 2.70046e-08 -2.06599e-08 -7.11299e-08 -1.4486e-08 -6.31679e-08 -1.07815e-07 3.27415e-06 -4.5064e-08 6.58461e-09 4.45815e-08 -3.46887e-09 -3.3561e-06 -1.61004e-06 1.18512e-07 -6.98558e-10 -6.02014e-06 1.00607e-07 2.63647e-06 4.3181e-06 6.78526e-06 3.04809e-06 2.97068e-09 7.55465e-08 1.88036e-06 -1.43738e-07 -8.06161e-08 9.67299e-07 3.72658e-10
internal_weight=0 3101 3079 3049 3003 2978 2953 2933 46 2910 2871 2850 2820 99 75 2721 2598 43 2555 123 91 69 49 2522 2483 269 2214 231 209 189
internal_count=3121 3101 3079 3049 3003 2978 2953 2933 46 2910 2871 2850 2820 99 75 2721 2598 43 2555 123 91 69 49 2522 2483 269 2214 231 209 189
is_linear=0
shrinkage=0.1


Tree=5945
num_leaves=31
num_cat=0
split_feature=120 1 120 130 33 34 10 132 1203 1185 50 455 49 456 148 447 160 148 48 448 457 16 13 13 12 1210 402 13 403 158
split_gain=5.36666e-08 9.18859e-08 2.37318e-07 1.23661e-07 5.87132e-08 7.66806e-08 1.0891e-07 4.96291e-08 1.41956e-06 7.23344e-07 2.82632e-07 4.95534e-08 7.74244e-08 6.35385e-08 9.02803e-08 2.04546e-07 7.88658e-08 7.25775e-08 7.27063e-08 7.59805e-08 2.53339e-07 1.17845e-07 3.34628e-07 9.83991e-08 5.21555e-07 1.04464e-06 4.91779e-07 3.36336e-07 6.80648e-07 3.1771e-07
threshold=0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 -0.22461999999999996 -0.0066799999999999993 -0.112215 0.11294000000000003 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.090605000000000019 -0.42399999999999993 0.10512000000000001 -0.10665499999999999 0.094580000000000011 0.51752500000000012 0.099425000000000013 -0.11155999999999998 -0.068129999999999982 0.08597500000000001 -0.52595999999999987 -0.085804999999999979 -0.089109999999999981 0.088245000000000004 -0.018549999999999994 0.113945 -0.088319999999999996 -0.0059799999999999992 0.085620000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 10 -9 -7 12 -11 14 -14 16 17 18 -16 20 -20 22 -21 24 25 -23 -26 28 -25 -27
right_child=-2 -3 -4 4 5 6 -8 9 -10 11 -12 -13 13 -15 15 -17 -18 -19 19 21 -22 23 -24 27 26 29 -28 -29 -30 -31
leaf_value=7.3658401996236421e-06 -4.5242723969679971e-06 6.2015196552541358e-06 -1.0867707427451025e-05 4.2005227056286072e-06 -6.2119401286508953e-06 3.4655261289514586e-08 7.3553177685425913e-06 -1.8223483080377761e-05 2.6111255692740087e-05 6.1268715489859458e-06 -1.2517604345703149e-05 3.3501434213682185e-06 5.6819911824951072e-06 -5.1360092957111189e-06 -5.8844400239298592e-06 -1.0204482087488032e-05 4.9611007192828357e-06 5.8870576390290813e-06 -2.1869220715113139e-06 3.5223068289269576e-06 1.2133837424785488e-05 -2.3987240520758257e-05 -1.068976293752073e-05 -4.6083276954180165e-06 9.5458825809947058e-07 -3.5865617918738637e-06 1.7618948861906707e-05 1.2728936954564149e-08 1.9812507588085285e-05 6.8509735603369988e-06
leaf_weight=23 26 24 20 33 20 174 20 22 21 20 20 43 27 25 22 20 31 20 30 30 21 24 37 21 113 205 21 1949 25 34
leaf_count=23 26 24 20 33 20 174 20 22 21 20 20 43 27 25 22 20 31 20 30 30 21 24 37 21 113 205 21 1949 25 34
internal_value=0 3.80072e-08 -1.0161e-08 6.10127e-08 5.52692e-09 -4.06951e-08 7.92293e-10 -4.89845e-08 1.41402e-06 -1.63782e-07 -1.25939e-06 -1.76037e-08 -7.17395e-08 -1.18433e-07 -7.07378e-08 -1.30409e-07 -5.24059e-08 -1.13307e-07 -1.60703e-07 -1.10535e-07 3.70986e-06 -1.8977e-07 -4.32615e-06 -7.39101e-08 -1.51169e-06 -4.09888e-06 3.56617e-06 2.12204e-07 8.66387e-06 -2.10172e-06
internal_weight=0 3095 3071 3051 3028 2995 2975 2955 215 2740 194 2718 2675 2655 2630 2603 2583 2552 2532 2510 51 2459 67 2392 397 263 134 1995 46 239
internal_count=3121 3095 3071 3051 3028 2995 2975 2955 215 2740 194 2718 2675 2655 2630 2603 2583 2552 2532 2510 51 2459 67 2392 397 263 134 1995 46 239
is_linear=0
shrinkage=0.1


Tree=5946
num_leaves=31
num_cat=0
split_feature=132 1185 1203 120 483 43 39 157 13 1 484 475 150 484 52 43 51 475 157 483 1366 49 13 0 3 484 123 1456 1455 13
split_gain=5.48988e-08 4.04041e-07 2.06424e-07 5.29295e-08 8.92416e-08 4.30903e-07 2.0521e-07 1.44992e-07 3.09618e-07 3.91663e-07 8.67287e-08 5.08748e-07 6.80296e-07 3.20903e-07 3.002e-07 2.0919e-07 3.68615e-07 5.97033e-07 3.67092e-07 1.67387e-07 1.51159e-07 1.39589e-07 1.59794e-07 1.79498e-07 1.70511e-07 1.28116e-07 1.06107e-07 9.32468e-08 2.56616e-07 4.91252e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.093680000000000013 0.10083000000000002 -0.086909999999999987 0.15009500000000003 -0.06482499999999998 -0.077944999999999987 0.096475000000000019 0.085790000000000019 -0.085774999999999976 0.10874500000000002 0.073690000000000019 -0.085984999999999992 -0.095049999999999982 -0.085604999999999987 -0.024084999999999999 -0.086244999999999988 -0.47356499999999996 -0.082814999999999986 0.092185000000000017 -0.079299999999999995 -0.082724999999999979 -0.078584999999999988 0.096295000000000006 0.11701500000000002 -0.090954999999999994 -0.037084999999999993 -0.077799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 10 -7 -9 -10 13 -12 15 19 -15 -13 17 -17 -18 -3 -21 22 23 24 -20 -24 27 -22 29 -29
right_child=1 3 -4 -5 5 7 -8 8 9 -11 11 12 -14 14 -16 16 18 -19 21 20 26 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.5713310625954732e-07 1.3936571529137881e-05 -8.3099026123060571e-06 -9.5420713413269765e-06 -4.7627447913881678e-06 1.5027596221087785e-05 7.6162223281460765e-06 -1.0166201072934201e-05 6.0010006262700707e-06 -1.3247431989480956e-05 2.5399105516044078e-06 -1.4729784165697143e-05 -1.1620379814303307e-05 1.7404353408210229e-05 1.9958421660248861e-06 1.6333622553919787e-05 -4.546302634480526e-06 -1.475619104716632e-05 1.9887957696482774e-05 -8.9927141213289971e-06 7.1368094268109418e-06 -4.920090004553948e-06 6.6342214529413469e-06 -1.6642612627038037e-06 7.474175288280094e-06 3.3459355368644799e-06 -1.284755276823749e-05 7.0686052606019774e-06 1.6511585657169166e-05 -1.4384707771846792e-07 -4.0522901567133631e-06
leaf_weight=194 21 24 28 23 23 21 20 35 33 30 27 20 20 40 23 20 23 20 24 30 39 20 20 24 21 21 21 26 2209 21
leaf_count=194 21 24 28 23 23 21 20 35 33 30 27 20 20 40 23 20 23 20 24 30 39 20 20 24 21 21 21 26 2209 21
internal_value=0 1.16059e-07 -1.51559e-06 1.52145e-08 5.3706e-08 2.49748e-06 -7.42027e-08 7.56954e-08 -1.54013e-06 -5.72965e-06 7.47152e-10 -1.73524e-06 -2.2944e-07 1.86262e-07 7.23027e-06 -1.8852e-06 -8.76368e-07 7.67083e-06 -3.11093e-06 -9.83646e-10 8.40181e-08 -1.05061e-06 -2.44786e-06 4.90141e-07 -3.23468e-06 -7.39229e-06 -7.33932e-09 -7.20865e-08 1.1722e-08 7.32347e-06
internal_weight=0 2899 222 2878 2855 142 2713 119 98 63 2693 260 233 2433 63 213 193 40 153 2370 2346 130 110 69 45 41 2316 2295 2256 47
internal_count=3121 2899 222 2878 2855 142 2713 119 98 63 2693 260 233 2433 63 213 193 40 153 2370 2346 130 110 69 45 41 2316 2295 2256 47
is_linear=0
shrinkage=0.1


Tree=5947
num_leaves=31
num_cat=0
split_feature=1186 132 13 13 129 1184 43 130 52 40 4 51 128 42 50 128 128 43 128 400 1212 1212 1212 403 1212 43 1 160 403 3
split_gain=5.22088e-08 1.45098e-06 1.71729e-06 2.64822e-07 9.882e-08 7.40899e-08 7.05145e-08 1.72264e-07 1.48843e-07 7.23229e-08 6.28973e-08 2.77813e-07 6.15548e-08 1.72379e-07 2.20688e-07 6.79447e-08 6.48494e-08 1.87419e-07 1.53445e-07 1.50335e-07 1.04106e-07 5.42051e-07 2.70627e-07 2.88042e-07 3.1787e-07 3.14919e-07 2.71899e-07 2.49766e-07 2.32464e-07 3.40776e-07
threshold=1.0000000180025095e-35 -0.083284999999999984 -0.01163 -0.0051199999999999987 -0.077709999999999987 0.086750000000000008 -0.50775499999999985 -0.22699999999999995 0.077655000000000016 -0.23202499999999995 -0.51843499999999987 0.086310000000000012 0.10692000000000002 -0.09693499999999998 0.09227500000000001 0.10159000000000001 0.089745000000000005 -0.09225499999999999 0.085955000000000018 -0.39724499999999996 0.087575000000000014 0.086920000000000011 0.088215000000000016 -0.028309999999999998 0.13631000000000001 0.062770000000000006 0.08776500000000001 -0.014214999999999998 -0.121015 -0.082594999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 8 -8 -6 -9 11 -11 15 -14 -15 16 18 -18 19 -12 21 -21 -22 24 26 -25 27 -24 -29 -30
right_child=1 2 3 -5 5 -7 7 9 -10 10 12 -13 13 14 -16 -17 17 -19 -20 20 22 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=-6.7592770640410223e-06 2.4037648540797821e-05 -2.7982324949830814e-05 1.2214951879286674e-05 -4.3314286316746464e-07 -1.5875979298892538e-07 6.033519868537951e-06 -9.1684754284501868e-06 5.1718237395666972e-06 1.0363812662319561e-05 -9.6381908035929825e-06 -8.2724732816462751e-06 5.0552020101432305e-06 -9.0936339737319431e-06 7.4896990142292457e-06 -6.3762980878643495e-06 5.1031949554341664e-06 -1.0869418093491169e-05 1.0802782795898176e-06 7.4014892658981672e-06 -1.4018744428828077e-08 1.32036939317004e-05 -1.5440654656033632e-05 -1.1060359596134126e-05 1.6995166459396606e-05 -1.2465671635536204e-05 5.7562659133944421e-08 1.0930048814440275e-05 8.8200666166610775e-06 4.6100355841444448e-06 -1.0012567731791934e-05
leaf_weight=22 24 22 25 49 41 20 21 26 20 31 22 22 28 24 22 26 21 35 28 2350 20 23 21 21 21 23 22 27 34 30
leaf_count=22 24 22 25 49 41 20 21 26 20 31 22 22 28 24 22 26 21 35 28 2350 20 23 21 21 21 23 22 27 34 30
internal_value=0 2.04535e-06 -3.45272e-06 3.83986e-06 -8.17842e-08 -3.24707e-08 -7.3471e-08 -1.44295e-07 3.29126e-06 -7.84253e-08 -1.26306e-07 -3.53905e-06 -6.1661e-08 -2.9074e-06 8.58135e-07 1.56461e-08 -3.33814e-08 -3.40086e-06 3.79958e-08 -4.08787e-08 2.89883e-08 -1.63539e-07 2.11514e-06 1.00072e-06 -1.02632e-06 8.14142e-06 7.66414e-07 -1.23001e-06 1.03853e-06 -2.24431e-06
internal_weight=0 120 96 74 3001 2979 2959 2898 61 2877 2851 53 2798 74 46 2724 2698 56 2642 2614 2592 2373 219 199 155 44 134 112 91 64
internal_count=3121 120 96 74 3001 2979 2959 2898 61 2877 2851 53 2798 74 46 2724 2698 56 2642 2614 2592 2373 219 199 155 44 134 112 91 64
is_linear=0
shrinkage=0.1


Tree=5948
num_leaves=31
num_cat=0
split_feature=130 40 120 132 394 1203 129 1 9 13 15 158 45 9 34 10 42 10 16 2 2 2 4 3 403 480 2 16 1208 4
split_gain=6.01483e-08 1.06717e-07 6.50773e-08 5.76161e-08 3.36115e-07 1.81779e-07 7.09107e-08 5.4073e-08 2.68971e-07 2.02674e-07 1.33374e-07 1.32362e-07 1.17416e-07 1.18349e-07 1.74098e-07 1.29457e-07 1.41631e-07 1.29278e-07 1.04653e-07 8.28187e-08 7.42465e-07 6.14952e-07 5.52833e-07 4.40616e-07 3.71434e-07 2.14353e-07 1.71002e-07 5.45744e-07 3.50799e-07 2.09641e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.084740000000000024 -0.083174999999999985 0.10969000000000002 0.088820000000000024 -0.082304999999999975 0.13686500000000004 0.092890000000000014 0.01128 -0.43375999999999998 0.088740000000000013 0.094030000000000016 0.088235000000000022 -0.08786999999999999 -0.011559999999999999 0.087405000000000024 -0.0069899999999999988 -0.11118499999999999 0.096325000000000008 0.095195000000000016 0.097385000000000013 -0.019614999999999997 -0.076514999999999986 -0.44023999999999991 0.11240000000000001 0.094095000000000012 -0.07550999999999998 0.11332500000000002 0.0049200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 -3 -5 8 12 10 11 -9 13 14 -8 16 -16 -17 -12 20 25 22 -21 -22 -23 26 28 -28 29 -19
right_child=1 2 -4 4 -6 -7 7 9 -10 -11 18 -13 -14 -15 15 17 -18 19 -20 21 23 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=5.0949631100672338e-06 -7.3189178783650273e-06 -5.0064604264476494e-07 4.1780571017305786e-06 4.9070534322677781e-06 1.2997699199104318e-05 -9.1284169684513469e-06 8.930520177521182e-06 -1.0709903672250222e-05 1.0157804438047328e-05 -1.1040402800755969e-05 5.892884130793463e-06 3.0518253547976806e-07 -6.6240822072224412e-06 -6.7079405198455793e-06 -1.1599953091945281e-05 7.9019045577816945e-06 2.7301929218414112e-08 -6.9128133938756069e-07 -1.7439025789238205e-06 2.2134773715151825e-05 -3.0420231632888316e-06 -1.2056136354961686e-05 -1.7105051256294246e-07 -2.3781478340773839e-05 5.9106283033200186e-07 8.7955432448965171e-06 1.7946316473258085e-05 -2.6753900756099911e-06 -1.3538390558096582e-05 2.6050087113378145e-06
leaf_weight=23 20 191 37 29 20 28 22 20 26 21 38 24 27 26 20 21 22 1319 34 25 20 24 20 21 716 27 21 33 20 226
leaf_count=23 20 191 37 29 20 28 22 20 26 21 38 24 27 26 20 21 22 1319 34 25 20 24 20 21 716 27 21 33 20 226
internal_value=0 -3.78301e-08 9.48039e-09 -4.12389e-08 8.00183e-08 -1.60374e-06 -1.2185e-08 -6.36303e-08 3.70403e-08 -2.00062e-06 -3.6411e-07 -4.70167e-06 -6.37795e-08 4.79505e-09 7.30513e-08 -3.81829e-09 -5.50949e-06 8.89366e-08 2.28662e-06 2.25643e-08 -3.72272e-07 8.71085e-07 1.22211e-05 -1.36647e-05 1.80883e-07 -4.11734e-08 -1.88543e-07 5.34416e-06 -3.79448e-07 -2.09106e-07
internal_weight=0 3098 3078 3041 2822 219 2802 2773 2636 137 116 44 2610 2583 2557 2535 42 2493 72 2472 1687 785 45 41 740 1646 1619 54 1565 1545
internal_count=3121 3098 3078 3041 2822 219 2802 2773 2636 137 116 44 2610 2583 2557 2535 42 2493 72 2472 1687 785 45 41 740 1646 1619 54 1565 1545
is_linear=0
shrinkage=0.1


Tree=5949
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 403 1213 1213 15 1210 403 3 1213 0 1213 2 12 160 2 479 12 15 132 15 15 13 131 481 158 1456 42 401
split_gain=5.97963e-08 1.89205e-07 5.57471e-08 5.6148e-07 6.17987e-08 2.11709e-07 1.92669e-07 1.5719e-07 9.03362e-08 9.52494e-07 7.05664e-08 1.53058e-07 1.27783e-07 2.5437e-07 8.0652e-08 7.9136e-08 3.72738e-07 1.12738e-07 4.27444e-07 1.16803e-07 1.28191e-06 1.46946e-06 3.37076e-07 5.58045e-07 2.60862e-07 8.1708e-07 4.89514e-07 1.63381e-07 2.41703e-07 3.22338e-07
threshold=0.11846000000000001 0.10683000000000002 -0.087714999999999987 -0.0047449999999999992 -0.24064499999999997 -0.4908249999999999 0.089740000000000014 -0.13847499999999999 -0.5341999999999999 -0.085784999999999986 -0.09411499999999999 -0.085034999999999986 -0.086394999999999986 0.084715000000000013 0.088795000000000013 -0.54913999999999985 0.085515000000000022 0.10061500000000002 0.09364500000000002 0.091650000000000023 -0.083284999999999984 0.092400000000000024 0.090325000000000003 -0.013304999999999999 0.09055500000000001 -0.079764999999999989 -1.0000000180025095e-35 0.024960000000000003 0.11839500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7 -6 9 -9 11 -10 13 -12 -13 16 -14 19 -19 22 -21 -22 -17 -24 25 -23 -26 28 29 -27
right_child=-2 -3 4 -5 7 6 -8 8 10 -11 12 14 15 -15 -16 17 -18 18 -20 20 21 24 23 -25 26 27 -28 -29 -30 -31
leaf_value=1.3036212429277065e-05 4.7756760488062782e-06 -9.0762398189247548e-06 2.4401802475927629e-06 -8.4852535151598698e-06 6.9125845226208744e-06 -1.3613002505260977e-06 -1.478155987797436e-05 1.2503154730438837e-05 9.4469713785656499e-06 -1.5863953088008767e-05 -1.1579552074384279e-05 -5.0316251599724647e-06 1.4642838691543149e-05 1.2913861362850346e-06 3.7425405191077683e-06 -1.3953830242397833e-08 -2.7597250671362872e-06 -1.3430311102743314e-05 5.751610435059515e-06 2.4080625557113915e-05 -2.482678708640213e-05 2.2480280958916412e-05 1.4277482023317134e-06 -2.118953731610418e-05 5.3504851274781346e-06 -9.1506176724059124e-06 -1.6241259685384215e-05 -7.1848414972919277e-06 9.3127131935943915e-06 2.4384989482465853e-06
leaf_weight=27 26 23 41 22 33 23 20 20 25 29 28 20 20 34 22 2221 32 26 21 24 22 20 24 20 21 28 21 20 40 168
leaf_count=27 26 23 41 22 33 23 20 20 25 29 28 20 20 34 22 2221 32 26 21 24 22 20 24 20 21 28 21 20 40 168
internal_value=0 -4.01072e-08 2.75462e-08 3.37351e-06 -2.66888e-08 -2.70112e-06 -7.60328e-06 4.97494e-08 -2.81837e-08 -4.28554e-06 4.48336e-08 3.25191e-06 -3.21821e-08 -4.5213e-06 -4.35634e-07 6.98432e-08 3.93357e-06 -5.23664e-09 -4.85967e-06 8.15485e-08 1.74425e-06 1.67565e-07 -1.85658e-07 -8.85284e-06 1.89673e-06 3.01401e-06 -5.44539e-06 1.49321e-06 2.22864e-06 7.82911e-07
internal_weight=0 3095 3072 49 3023 84 43 2939 2906 49 2857 67 2790 62 42 2728 52 2676 47 2629 364 340 2265 44 318 276 42 256 236 196
internal_count=3121 3095 3072 49 3023 84 43 2939 2906 49 2857 67 2790 62 42 2728 52 2676 47 2629 364 340 2265 44 318 276 42 256 236 196
is_linear=0
shrinkage=0.1


Tree=5950
num_leaves=31
num_cat=0
split_feature=132 394 15 1186 129 120 1 120 130 1208 1208 403 3 1210 1213 403 402 394 4 12 394 42 130 42 448 402 43 403 401 12
split_gain=6.49338e-08 3.08595e-07 2.13777e-07 1.42706e-07 5.75933e-08 5.38098e-08 8.96664e-08 2.01686e-07 1.11471e-07 5.3324e-08 1.53267e-07 6.09048e-08 4.54733e-07 1.10202e-07 6.55933e-08 1.78664e-07 6.26368e-08 6.43291e-08 3.21975e-07 3.56533e-07 1.56588e-07 1.42742e-07 6.31449e-08 1.53124e-07 1.52502e-07 8.60497e-08 3.43701e-07 1.35102e-07 9.36528e-08 1.1412e-07
threshold=-0.083174999999999985 0.11233000000000001 0.092400000000000024 0.049580000000000006 -0.082304999999999975 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 -0.22461999999999996 0.11846000000000001 0.10683000000000002 -0.53960999999999981 -0.085709999999999995 -0.3960249999999999 0.18587500000000004 -0.028309999999999998 0.13775000000000001 -0.078674999999999981 -0.083439999999999986 0.088105000000000003 -0.0065099999999999993 -0.042239999999999993 0.10490500000000001 -0.106335 0.053555000000000005 -0.44724499999999995 0.055925000000000009 -0.43370499999999995 -0.099524999999999988 0.10866500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 6 7 8 -6 10 11 12 -10 -13 16 -16 17 18 19 -15 -19 -20 24 -24 25 26 -22 -27 -29 -30
right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11 -12 13 -14 14 15 -17 -18 20 21 -21 22 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=3.8685269053201861e-07 4.4741578833430865e-06 1.2504945730142935e-05 -1.0359284147853034e-05 -8.3346023962977122e-06 7.4939419960173843e-06 -4.8222254507812117e-06 6.2526816869332992e-06 -1.0022878341260367e-05 -7.9447118957392853e-06 4.6944812387058245e-06 -8.1686158923928264e-06 -7.090887770159911e-06 9.8703525844413037e-06 -1.3812216536734923e-06 -1.4073500330726218e-06 9.5363105121857828e-06 -5.0417520042174153e-06 7.5381776152231143e-06 -1.2580338611683747e-06 -1.8862629324303271e-05 -1.0676427211819828e-05 7.7881418335415196e-06 -1.8383965491845328e-06 9.7116423768800985e-06 -8.158427384268694e-06 6.4727697973108718e-06 4.9724357832019453e-06 -6.3209414451114799e-06 -7.1895712681999786e-08 3.2181715077619735e-06
leaf_weight=176 29 20 25 21 20 23 23 20 23 24 23 22 38 28 35 26 25 28 53 20 32 26 24 22 23 33 25 23 2100 111
leaf_count=176 29 20 25 21 20 23 23 20 23 24 23 22 38 28 35 26 25 28 53 20 32 26 24 22 23 33 25 23 2100 111
internal_value=0 1.26223e-07 -1.6483e-06 -5.42846e-07 4.02293e-08 -4.88788e-09 3.43052e-08 -1.67015e-08 5.5182e-08 1.35592e-09 -3.97517e-08 2.90609e-08 3.1532e-06 -4.26908e-08 1.6178e-08 3.25716e-06 -6.06583e-08 -1.17858e-08 -2.2056e-06 -8.66514e-06 1.03296e-07 1.71919e-06 1.63025e-08 3.68554e-06 -5.56126e-08 2.45787e-08 -3.81289e-06 1.21066e-07 2.72401e-08 9.32773e-08
internal_weight=0 2899 222 197 2879 2850 2827 2804 2784 2764 2740 2717 61 2656 2634 61 2573 2548 127 48 2421 79 2393 46 2347 2324 57 2267 2234 2211
internal_count=3121 2899 222 197 2879 2850 2827 2804 2784 2764 2740 2717 61 2656 2634 61 2573 2548 127 48 2421 79 2393 46 2347 2324 57 2267 2234 2211
is_linear=0
shrinkage=0.1


Tree=5951
num_leaves=31
num_cat=0
split_feature=132 1203 394 47 47 47 47 47 132 1453 131 34 34 97 159 11 130 10 3 48 1 42 16 133 1186 1186 1186 130 394 0
split_gain=5.31474e-08 2.58286e-07 2.46374e-07 4.81045e-08 5.92538e-07 4.98198e-07 1.47072e-07 8.47296e-08 8.38948e-08 8.89471e-08 2.09584e-07 6.90439e-08 7.33255e-08 4.64209e-07 2.10989e-07 1.30313e-07 6.77869e-08 1.41064e-07 2.38749e-07 7.45252e-08 2.23792e-07 3.80448e-07 4.50397e-07 8.15723e-08 8.24558e-08 9.64656e-08 7.6607e-08 8.72109e-08 2.20197e-07 1.41986e-07
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 0.094460000000000002 0.091680000000000011 0.097970000000000015 0.089640000000000011 0.10094500000000002 0.089825000000000002 -1.0000000180025095e-35 0.096070000000000016 -0.112215 -0.057544999999999992 -0.079444999999999988 0.078675000000000009 -1.0000000180025095e-35 -0.22699999999999995 -0.0093599999999999985 -0.047929999999999993 0.09858500000000002 0.11212500000000002 0.093775000000000011 -0.012324999999999997 0.55672500000000014 -0.091099999999999987 -0.086714999999999987 0.068350000000000008 -0.004729999999999999 -0.078674999999999981 -0.084144999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 11 -7 9 -9 -11 -2 13 14 -13 -14 -17 18 -18 23 21 22 -21 24 -19 -26 27 28 -27 -30
right_child=2 -3 -4 5 -6 7 -8 8 -10 10 -12 12 15 -15 -16 16 17 19 -20 20 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-4.0873871520424086e-07 -5.0198657076040177e-06 -1.2338562198692671e-05 1.065481562611901e-05 -1.3623874781779737e-05 1.6899587388338878e-05 6.4368514017587589e-06 -7.758132056778777e-06 5.4908928632357863e-06 5.8785750036349782e-06 -3.9540988428303243e-07 -1.0719870372420041e-05 -9.3975630906325847e-06 -7.5910726040588503e-06 1.5328302379202795e-05 4.3005711710935909e-06 -5.5168334927743891e-06 1.3264858932870994e-05 -6.5074888902927347e-06 -1.8395024381568488e-07 2.2141618276236842e-05 -5.3650635954909376e-06 -4.9933255586833894e-06 2.6350139940969433e-06 5.049784223017689e-06 6.5311240260515747e-06 -9.8462446317171274e-06 3.0836150913100054e-06 -1.1171340289833374e-07 -4.8075731319841002e-06 6.9655001263007368e-06
leaf_weight=196 26 20 22 29 21 20 24 20 20 185 22 22 22 22 23 21 22 20 33 20 25 23 29 31 22 32 72 2036 20 21
leaf_count=196 26 20 22 29 21 20 24 20 20 185 22 22 22 22 23 21 22 20 33 20 25 23 29 31 22 32 72 2036 20 21
internal_value=0 -1.51335e-06 1.12526e-07 3.20789e-08 1.7025e-07 -1.17552e-06 3.33383e-08 1.76548e-07 -3.30359e-07 -8.77401e-07 -1.4927e-06 1.06901e-07 1.5988e-07 3.42372e-06 -2.39629e-06 7.05873e-08 1.40038e-07 1.89412e-07 5.19557e-06 7.22965e-08 2.78634e-06 5.61668e-06 1.05969e-05 -4.45012e-08 -1.15542e-07 -5.75121e-08 -1.23972e-07 -2.33478e-07 -3.62953e-06 1.22254e-06
internal_weight=0 216 2905 2883 2587 296 2566 267 247 227 207 2542 2516 67 45 2449 2427 2406 55 2351 97 72 49 2254 2223 2203 2181 2109 73 41
internal_count=3121 216 2905 2883 2587 296 2566 267 247 227 207 2542 2516 67 45 2449 2427 2406 55 2351 97 72 49 2254 2223 2203 2181 2109 73 41
is_linear=0
shrinkage=0.1


Tree=5952
num_leaves=31
num_cat=0
split_feature=394 394 1184 1 42 1 484 40 15 2 1 124 4 376 39 9 10 123 14 46 15 1 1 15 2 13 150 48 0 1
split_gain=4.96369e-08 1.83738e-07 1.49384e-07 7.15991e-08 1.20992e-07 1.21902e-07 2.41183e-07 5.01447e-07 2.87115e-07 2.71112e-07 1.69919e-07 1.25152e-07 1.90914e-07 1.00768e-07 9.96448e-08 3.26065e-07 2.12549e-07 1.29273e-07 8.23453e-08 2.51094e-07 1.15064e-07 6.10802e-07 3.23457e-06 1.4533e-06 4.04557e-07 7.32037e-07 1.57279e-07 1.44473e-07 2.23542e-07 3.9325e-07
threshold=-0.15150999999999998 -0.11103499999999998 0.088760000000000019 0.12656000000000003 -0.018024999999999996 0.13756000000000004 0.090535000000000018 -0.07632499999999999 -0.43375999999999998 0.17025000000000004 0.13559000000000002 -1.0000000180025095e-35 0.08184000000000001 0.087010000000000018 -1.0000000180025095e-35 0.092235000000000011 0.0036750000000000007 0.086445000000000008 -0.31455999999999995 0.083550000000000013 -0.10203999999999998 0.092695000000000013 0.097290000000000015 -0.11033999999999998 -0.0050599999999999994 -0.0095349999999999983 -0.088479999999999989 0.12879500000000002 -0.14794999999999997 0.10508500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 13 -5 10 7 -7 -9 -10 11 -6 -13 14 -3 16 17 18 -16 20 21 23 -23 -20 25 -22 -26 28 29 -28
right_child=1 2 -4 4 5 6 -8 8 9 -11 -12 12 -14 -15 15 -17 -18 -19 19 -21 24 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-3.5000216549008203e-06 9.5991046337928774e-06 5.7575177144768067e-06 -8.4221740545823806e-06 -8.4664569266865524e-06 3.9502883139668428e-06 1.5655919884011382e-05 -7.3189826417142789e-06 -1.0940594074781984e-05 -1.7245939986986785e-06 1.2421312583512644e-05 -9.9361607336222427e-06 2.9752546106465161e-06 -1.0132866832464061e-05 5.3739279166115251e-06 5.1994985398096109e-06 -1.2069024030965507e-05 8.5250086749510965e-06 -4.9256799983078395e-06 2.0086538731546938e-06 -1.008542761079904e-05 4.789842257719791e-07 4.3211873623606938e-05 -1.3921503414356572e-06 -2.672310677326095e-05 6.0890028061583671e-06 -2.3766596137306808e-05 1.195569920693605e-06 -8.2039495845535951e-06 -1.4677317197110022e-07 1.3683041316880917e-05
leaf_weight=40 20 31 21 23 31 25 27 20 42 20 29 20 25 37 32 22 30 51 147 24 33 21 72 20 44 20 119 21 2022 32
leaf_count=40 20 31 21 23 31 25 27 20 42 20 29 20 25 37 32 22 30 51 147 24 33 21 72 20 44 20 119 21 2022 32
internal_value=0 4.54429e-08 -1.69789e-08 4.10833e-08 -1.53919e-06 -8.7255e-07 1.12662e-06 3.25775e-06 -5.22178e-07 2.8386e-06 -3.42387e-06 -9.38916e-07 -4.30704e-06 1.90123e-07 1.20148e-07 5.56615e-08 1.54896e-07 6.04255e-08 1.57967e-07 9.53153e-08 1.91096e-07 2.18471e-06 8.67973e-06 -1.43228e-06 -3.51539e-08 -8.67029e-06 1.69342e-07 5.06253e-08 1.30398e-07 3.84192e-06
internal_weight=0 3081 3061 3040 262 239 134 107 82 62 105 76 45 2778 2741 2710 2688 2658 2607 2575 2551 260 93 167 2291 53 2238 2194 2173 151
internal_count=3121 3081 3061 3040 262 239 134 107 82 62 105 76 45 2778 2741 2710 2688 2658 2607 2575 2551 260 93 167 2291 53 2238 2194 2173 151
is_linear=0
shrinkage=0.1


Tree=5953
num_leaves=31
num_cat=0
split_feature=130 2 11 33 9 1 46 1428 473 52 47 47 12 9 97 47 159 47 4 0 47 12 43 3 131 1209 1208 132 1 1185
split_gain=4.77968e-08 1.04006e-07 8.57953e-08 1.21339e-07 6.68325e-08 1.0552e-07 5.2072e-08 9.06757e-08 1.46882e-07 7.19465e-08 6.12154e-08 2.3115e-07 3.62443e-07 1.96009e-07 8.4618e-07 2.82083e-07 1.89863e-07 7.68574e-08 1.01487e-07 9.53257e-08 7.36584e-08 7.11781e-08 7.04529e-08 1.29339e-07 6.66541e-08 8.74381e-08 1.08676e-07 7.19547e-08 1.78846e-06 8.07208e-07
threshold=-0.23123999999999997 0.31358000000000003 -0.011194999999999998 -0.009184999999999997 0.089995000000000006 0.11551000000000002 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 0.14295500000000003 0.092165000000000011 0.097970000000000015 0.089085000000000011 -0.013509999999999999 -0.079444999999999988 0.089785000000000018 0.078675000000000009 0.10843500000000002 0.060330000000000002 -0.091354999999999978 0.11419000000000001 0.088105000000000003 -0.077944999999999987 -0.076234999999999983 0.13767000000000004 0.14268500000000003 0.11253500000000001 -0.083284999999999984 0.089475000000000013 -0.083264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 -5 -9 -8 13 12 -12 14 16 24 -10 18 19 -13 -19 -21 -22 -24 25 26 27 28 -15 -29
right_child=1 -3 3 4 5 -7 9 8 10 -11 11 17 -14 15 -16 -17 -18 20 -20 21 22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=4.5418113922610447e-06 5.7435839642913872e-06 -5.8931690561318349e-06 -6.6992557633595969e-06 -5.3745499251078854e-06 8.8532125036263931e-06 -3.4939337049710211e-08 7.604548407124683e-06 8.5180715230848134e-06 -8.9231220458300825e-06 -6.7316010201812743e-07 -1.7238603554274464e-05 -5.044854344760097e-06 3.6036656456417404e-07 -2.2118345371000621e-06 2.202852166308032e-05 -1.1896067244379082e-05 4.071129698153843e-06 -5.4164050718677698e-06 8.4485661136568521e-06 7.0059263888114488e-06 3.2535585501735023e-06 -1.2368113072014354e-06 -8.9616574769024734e-06 2.1802605357207182e-07 -5.4522291624049442e-06 6.6617410993785604e-06 -7.3184971734008297e-06 -2.0072449897270419e-05 2.5249424429927915e-05 1.0765317236717382e-07
leaf_weight=23 26 30 27 32 22 34 21 20 22 21 22 22 25 155 21 20 23 37 20 22 38 20 20 66 22 20 20 20 28 2222
leaf_count=23 26 30 27 32 22 34 21 20 22 21 22 22 25 155 21 20 23 37 20 22 38 20 20 66 22 20 20 20 28 2222
internal_value=0 -3.37231e-08 2.35727e-08 -2.53163e-08 3.44503e-08 3.45683e-06 -3.03194e-08 -8.06562e-08 -2.19371e-08 3.46569e-06 -8.15532e-08 -1.45369e-06 -7.87745e-06 7.4165e-08 5.45343e-06 -6.7451e-08 -2.28162e-06 -2.21374e-07 2.2307e-06 2.87615e-07 -1.50072e-06 3.08081e-06 -3.32324e-07 -1.91678e-06 2.76726e-08 7.65804e-08 2.27141e-08 8.32602e-08 1.98989e-06 -7.23656e-08
internal_weight=0 3098 3068 3042 3015 56 2959 2917 2885 42 2865 292 47 2573 66 2507 45 245 84 64 161 42 124 86 2487 2465 2445 2425 183 2242
internal_count=3121 3098 3068 3042 3015 56 2959 2917 2885 42 2865 292 47 2573 66 2507 45 245 84 64 161 42 124 86 2487 2465 2445 2425 183 2242
is_linear=0
shrinkage=0.1


Tree=5954
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 96 374 0 120 13 4 39 13 13 12 12 1212 16 16 2 402 133 401 401 12 394 394 43 48 150 448
split_gain=5.24831e-08 3.4288e-07 1.72255e-07 1.25032e-07 5.0092e-08 7.19918e-08 3.92056e-07 6.94767e-08 8.16491e-08 7.13836e-07 3.90871e-07 1.57264e-07 1.3249e-07 1.95165e-07 1.00737e-07 9.49393e-08 8.81335e-08 2.78342e-07 3.64594e-07 1.50106e-07 3.06278e-07 1.42683e-07 2.07454e-07 1.1937e-06 2.52746e-07 1.5016e-07 1.45561e-07 1.30522e-07 3.20437e-07 2.60553e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.090365000000000015 0.085145000000000012 -0.09515499999999999 0.086165000000000019 0.24813000000000004 0.63113500000000011 0.092440000000000008 0.23074000000000003 0.11217000000000001 0.09857500000000001 0.085565000000000016 -0.52517999999999987 -0.18708499999999997 -0.29154999999999992 0.083215000000000011 0.086055000000000006 -0.054584999999999995 0.11857000000000002 0.10632500000000002 0.088245000000000004 -0.10499499999999999 -0.087044999999999997 -0.011919999999999998 -0.072824999999999987 0.11740500000000002 -0.066849999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 8 9 11 -10 12 15 14 -14 -3 17 19 -19 20 -17 22 24 -24 -18 -26 -23 29 -29 -22
right_child=1 4 -4 -5 -6 6 -8 -9 10 -11 -12 -13 13 -15 -16 16 21 18 -20 -21 27 26 23 -25 25 -27 -28 28 -30 -31
leaf_value=3.8066279437678285e-07 1.2845070237485095e-05 6.797662729809417e-06 -9.3012459583405878e-06 -7.7828701965440166e-06 -4.8455507610578069e-06 1.4382217368809811e-05 -2.9960531137743711e-06 -5.8868312680715459e-06 7.0616033846790473e-07 1.8947073913295755e-05 -1.5251851623361292e-05 -8.6354119221574552e-06 5.5406276714364821e-06 1.1005019088635756e-05 -3.9810770085750849e-06 1.1343958968526832e-05 -9.2015135315893452e-06 9.9019634944852433e-08 -1.8995332711710945e-05 -8.9533089430915433e-06 1.5999207236113168e-06 2.2673214516544249e-07 -1.2522961706054047e-05 1.8812594363783233e-05 7.1065966722017044e-06 9.4785095667571374e-08 -1.1838127466035076e-05 -1.1416178463276257e-06 1.213697254570434e-05 -1.3622336829981082e-05
leaf_weight=176 21 20 25 21 21 21 34 20 66 20 20 21 20 27 25 22 29 20 20 20 23 20 20 31 31 2066 20 199 20 22
leaf_count=176 21 20 25 21 21 21 34 20 66 20 20 21 20 27 25 22 29 20 20 20 23 20 20 31 31 2066 20 199 20 22
internal_value=0 1.13482e-07 -1.48187e-06 -4.89562e-07 2.05831e-08 5.6351e-08 3.63929e-06 -1.39779e-08 2.82425e-08 1.25e-07 -3.00501e-06 -1.56728e-08 5.25059e-08 4.28363e-06 2.50792e-07 -6.54347e-08 -1.1899e-07 -1.60336e-06 -9.44816e-06 -5.77892e-07 7.80197e-09 1.1267e-07 2.21414e-07 6.52414e-06 7.02195e-08 1.98441e-07 -5.8057e-06 -9.36878e-07 7.10388e-08 -5.84207e-06
internal_weight=0 2899 222 197 2878 2857 55 2802 2782 2696 86 2676 2655 72 45 2583 2563 346 40 306 286 2217 2177 51 2126 2097 40 264 219 45
internal_count=3121 2899 222 197 2878 2857 55 2802 2782 2696 86 2676 2655 72 45 2583 2563 346 40 306 286 2217 2177 51 2126 2097 40 264 219 45
is_linear=0
shrinkage=0.1


Tree=5955
num_leaves=31
num_cat=0
split_feature=1212 401 1212 401 1213 1209 2 1209 1210 0 1209 1208 4 4 133 4 133 1211 4 4 1447 402 1447 132 401 157 1429 157 1 1
split_gain=4.70847e-08 1.45555e-07 7.02923e-08 8.213e-08 4.58604e-07 1.38627e-07 5.00448e-07 1.17641e-07 6.34367e-08 2.07552e-07 1.16987e-07 7.71206e-08 5.82792e-08 5.45043e-07 5.92621e-07 3.94984e-07 8.32168e-07 2.43283e-07 2.12601e-07 3.01322e-07 2.12831e-07 7.43027e-07 2.55057e-07 1.77598e-07 1.78318e-07 1.63337e-07 5.08838e-07 5.07101e-07 2.47914e-07 6.81926e-07
threshold=-0.53159999999999996 0.13729500000000003 0.15049500000000002 0.11444000000000001 -0.083944999999999978 -0.084519999999999984 0.080205000000000012 -0.069599999999999981 0.0028200000000000005 -0.069954999999999976 -1.0000000180025095e-35 0.094315000000000024 -0.081714999999999996 -0.082349999999999993 -0.016679999999999997 -0.080744999999999997 -0.023589999999999996 0.078255000000000005 -0.083439999999999986 -0.084134999999999988 -0.086279999999999982 0.10874500000000002 -0.084149999999999989 0.088890000000000011 0.021890000000000003 -0.04831499999999999 -0.050194999999999997 -0.00078499999999999989 0.10205500000000002 0.10684
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -7 10 11 -9 -10 13 17 -15 16 -14 18 19 20 -12 22 -22 24 25 26 -24 -27 -29 -30
right_child=1 -3 -4 4 -6 7 -8 8 9 -11 12 -13 15 14 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=-4.8364786312049543e-06 6.745846171508588e-06 7.956798854929335e-06 -5.6603222054201815e-06 1.2586317835224952e-05 -6.4709685276561094e-06 7.3203447010944902e-06 -1.324772938460228e-05 -7.3515898872177462e-06 -5.1350147822675011e-06 1.1523228126861797e-05 -8.9661279636619955e-06 3.5416411483879532e-06 3.9025599411009663e-06 2.1269762702594074e-05 -7.6639495566031766e-07 -8.8617934573327332e-08 -2.2431324191529713e-05 -8.648593851126686e-06 8.0000142406788652e-06 -1.0342035063701959e-05 -1.0396227803126253e-05 1.977714919405571e-05 -1.701230888838403e-05 6.6750765419307996e-06 -8.7575998308735013e-06 1.6049427023807023e-05 1.2405791496559818e-06 -9.0044910401523105e-07 1.9403657292590046e-05 -1.390111848966468e-06
leaf_weight=20 21 23 22 28 23 22 31 22 21 20 23 20 24 26 23 2072 24 31 35 27 22 20 21 44 22 22 56 286 24 46
leaf_count=20 21 23 22 28 23 22 31 22 21 20 23 20 24 26 23 2072 24 31 35 27 22 20 21 44 22 22 56 286 24 46
internal_value=0 3.11892e-08 -2.8034e-08 1.25126e-08 3.99186e-06 -5.50237e-08 -5.1734e-06 3.51069e-08 -1.95759e-08 3.17151e-06 -8.74004e-08 -9.025e-07 -3.12865e-08 7.40663e-07 1.09263e-05 -2.96371e-07 -9.26438e-06 5.61984e-09 4.19633e-07 -1.31782e-08 4.62725e-07 8.47918e-07 1.50708e-07 5.96069e-07 3.53214e-08 4.60474e-07 -3.73748e-06 1.31561e-06 4.05096e-07 5.73918e-06
internal_weight=0 3101 3078 3056 51 3005 52 2953 2931 61 2870 41 2848 728 49 2120 48 679 648 613 586 563 543 521 477 455 77 378 356 70
internal_count=3121 3101 3078 3056 51 3005 52 2953 2931 61 2870 41 2848 728 49 2120 48 679 648 613 586 563 543 521 477 455 77 378 356 70
is_linear=0
shrinkage=0.1


Tree=5956
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 1209 1209 1210 133 1210 1204 400 130 1185 403 43 130 12 130 12 12 13 51 12 1428 157 131 1455 15 133 42 128
split_gain=4.97675e-08 7.58381e-08 7.86509e-08 7.43819e-08 7.00784e-08 5.70552e-08 1.01287e-07 8.77478e-08 5.47125e-08 1.02564e-07 3.80326e-07 7.40844e-08 1.10306e-07 6.01288e-08 1.87477e-07 1.23211e-07 1.03137e-07 7.87721e-08 5.25322e-07 1.16612e-07 3.22942e-07 3.53752e-07 1.48449e-07 1.13648e-07 1.138e-07 1.60163e-07 1.31738e-07 5.88391e-07 6.45681e-07 1.29111e-07
threshold=0.12461500000000002 0.10737500000000001 -0.097919999999999993 -0.087714999999999987 -0.074484999999999982 -0.13847499999999999 -0.022174999999999997 -0.08861999999999999 -0.098194999999999991 -0.090784999999999991 0.087020000000000014 -0.10973499999999999 -0.54631999999999992 -0.45785999999999999 -0.22699999999999995 0.10016000000000001 -0.14750499999999997 0.099815000000000015 0.10097500000000002 0.10002500000000002 -0.057604999999999996 0.09141500000000001 -0.071779999999999997 0.41580000000000006 0.11767000000000001 0.10861000000000001 0.11461000000000002 0.090445000000000011 0.090470000000000009 0.10773500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -7 -9 10 -10 -11 -13 15 -15 -14 -16 19 -19 22 -21 -22 -18 24 25 26 29 28 -28 -24
right_child=-2 -3 3 4 5 7 -8 8 9 11 -12 12 13 14 16 -17 17 18 -20 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.8392360781157476e-06 -4.972357248789195e-06 5.4101650151166654e-06 5.2559270569771701e-06 -4.2276938891005466e-06 -1.241854661202524e-06 -6.4530975708164216e-06 8.8223075408677684e-06 -4.7208070839133143e-06 1.2562406937764469e-05 -6.0692829629260818e-06 -5.1502180382230609e-06 5.8763028334851699e-06 -2.8554615585330887e-07 -9.7540045715049941e-06 6.944400922206807e-06 7.8781260213120193e-06 -6.6677385747783717e-06 -1.6814417553437775e-05 -5.1706247797469853e-07 -5.7799690362495923e-06 2.0599349194786296e-06 1.873171586339595e-05 -2.2832615062599077e-07 6.6616338069882028e-06 5.3641778812072096e-06 -6.7957630569383457e-06 -1.0352242993822321e-05 1.4962694221902631e-05 1.0211014621465718e-05 7.6539157470549624e-06
leaf_weight=23 20 26 27 39 20 21 20 24 27 20 22 32 51 20 21 29 33 21 340 24 35 20 1991 26 39 35 37 31 26 21
leaf_count=23 20 26 27 39 20 21 20 24 27 20 22 32 51 20 21 29 33 21 340 24 35 20 1991 26 39 35 37 31 26 21
internal_value=0 3.2066e-08 -1.34073e-08 3.04963e-08 -1.61439e-08 3.8863e-08 3.79023e-06 -1.2072e-08 3.41712e-08 7.35092e-08 4.6098e-06 -4.42846e-09 3.84024e-08 -2.83164e-08 -1.0779e-07 2.67379e-06 -3.63366e-08 -9.10568e-08 -1.46511e-06 1.22935e-07 3.8989e-06 8.1224e-06 -1.02947e-08 8.92953e-08 1.09096e-08 -8.66044e-08 2.48964e-08 3.68401e-06 -1.86582e-06 -1.46056e-07
internal_weight=0 3101 3075 3052 3025 2986 40 2946 2925 2901 49 2852 2832 2800 2720 80 2700 2679 361 2318 79 55 2239 2206 2180 2141 2106 94 63 2012
internal_count=3121 3101 3075 3052 3025 2986 40 2946 2925 2901 49 2852 2832 2800 2720 80 2700 2679 361 2318 79 55 2239 2206 2180 2141 2106 94 63 2012
is_linear=0
shrinkage=0.1


Tree=5957
num_leaves=31
num_cat=0
split_feature=130 40 120 33 9 3 34 11 2 15 10 2 15 13 2 3 44 156 15 4 147 448 457 1 1 160 1 1374 11 3
split_gain=5.41995e-08 9.46101e-08 5.57306e-08 5.26442e-08 6.58295e-08 2.82349e-07 6.51724e-08 1.67153e-07 7.59287e-08 5.90412e-07 5.58873e-07 6.34956e-08 1.43236e-07 9.87904e-08 6.8992e-08 1.33126e-07 6.82861e-08 1.57435e-07 6.82709e-08 7.84335e-08 7.30145e-08 1.56758e-07 9.37505e-08 1.1931e-07 4.6213e-07 2.47073e-07 2.61158e-07 1.70283e-07 1.33594e-07 1.92803e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.084740000000000024 -0.044254999999999996 0.091600000000000015 -0.13309499999999996 -0.08786999999999999 -1.0000000180025095e-35 -0.0050599999999999994 -0.10203999999999998 -0.0093599999999999985 0.15109000000000003 -0.30407999999999996 -0.17933499999999997 0.14122000000000004 -0.013929999999999998 0.099360000000000018 -0.14734999999999998 -0.45963999999999994 0.42642000000000008 0.097985000000000017 1.0000000180025095e-35 0.41022000000000008 0.092390000000000014 0.093100000000000002 -0.52336499999999997 0.094220000000000012 0.089635000000000006 0.081365000000000007 -0.097174999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5 -8 9 -9 -11 14 -13 -14 16 -16 17 -10 -19 20 21 22 23 27 -25 -26 -27 28 29 -20
right_child=1 2 -4 4 5 -7 7 8 11 10 -12 12 13 -15 15 -17 -18 18 19 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=4.8364617056074129e-06 -6.8915316660422833e-06 4.9512488441818976e-06 3.8662675694000868e-06 5.1781595923709274e-06 5.2579619218054832e-06 -9.8605146023563367e-06 -9.1650069009574509e-06 1.397198373839978e-05 8.0366957243190509e-06 7.3610309370381472e-06 -1.2829704230861008e-05 -9.936189756098473e-06 4.8316702601447977e-06 -3.3214827101887969e-06 -1.8310506748574743e-06 7.8718548993969484e-06 -5.8911687239060489e-06 -3.3517049930633363e-06 2.9782443360345992e-06 5.7936650038122346e-06 -5.4499475106695176e-06 8.1990100981151361e-06 6.2609626500330797e-06 -1.447474682068927e-05 1.0086375705213869e-05 -1.0137058417432209e-05 -6.5692362239315515e-07 7.5634735044478739e-06 -6.2152872396492258e-06 -1.6489550328016498e-07
leaf_weight=23 20 21 37 24 21 30 20 31 24 26 29 21 23 42 26 31 20 63 221 23 25 23 23 26 20 31 464 31 33 1669
leaf_count=23 20 21 37 24 21 30 20 31 24 26 29 21 23 42 26 31 20 63 221 23 25 23 23 26 20 31 464 31 33 1669
internal_value=0 -3.59037e-08 8.64231e-09 -3.82936e-08 -7.29891e-08 -3.63526e-06 -1.17982e-08 -5.40933e-08 8.20357e-09 2.93555e-06 -3.28499e-06 -8.04725e-08 -2.75621e-06 -4.36521e-07 3.11384e-09 3.44597e-06 -6.96765e-08 -2.61676e-08 -9.91347e-08 -1.99875e-08 -7.20974e-08 -1.91867e-08 -9.42536e-08 -1.52839e-07 -1.46706e-06 -8.10357e-07 -1.25063e-06 2.11026e-07 9.24997e-08 2.02636e-07
internal_weight=0 3098 3078 3041 3020 51 2969 2945 2925 86 55 2839 86 65 2753 57 2696 2676 2652 2589 2566 2541 2518 2495 541 515 495 1954 1923 1890
internal_count=3121 3098 3078 3041 3020 51 2969 2945 2925 86 55 2839 86 65 2753 57 2696 2676 2652 2589 2566 2541 2518 2495 541 515 495 1954 1923 1890
is_linear=0
shrinkage=0.1


Tree=5958
num_leaves=31
num_cat=0
split_feature=40 4 457 457 1373 13 12 12 15 43 52 160 1445 484 49 484 13 484 16 52 483 157 3 4 158 159 123 479 482 481
split_gain=4.96192e-08 1.3943e-07 4.7895e-08 3.19025e-07 1.89324e-07 1.6731e-07 1.44437e-07 3.70125e-07 1.46422e-07 2.92931e-07 2.19336e-07 3.38656e-07 7.46266e-08 8.47785e-08 6.74583e-07 3.05079e-07 7.85714e-07 2.83519e-07 2.78099e-07 2.45683e-07 1.36022e-07 1.33183e-07 1.25997e-07 1.34611e-07 1.15968e-07 1.85873e-07 9.38415e-08 8.81956e-08 1.28244e-07 1.2649e-07
threshold=-0.24620999999999996 0.63556000000000001 -0.081454999999999986 -0.067164999999999989 0.079670000000000005 -1.0000000180025095e-35 0.08815000000000002 0.086565000000000017 -0.011859999999999997 -0.085154999999999995 -0.014264999999999998 0.088755000000000014 0.077530000000000016 0.091180000000000011 0.11236 0.085790000000000019 -0.084419999999999981 0.073690000000000019 -0.0073349999999999986 -0.080979999999999983 -0.47356499999999996 -0.080799999999999983 -0.086869999999999989 -0.064804999999999988 -0.47336999999999996 -0.45371999999999996 0.11679000000000002 0.11361000000000002 -0.29722999999999994 0.0028200000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 12 6 7 8 10 -10 11 -2 13 15 19 17 -17 20 -19 -15 -5 -18 -21 -24 -22 -26 27 28 -27 -30
right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 -12 -13 -14 14 -16 16 21 18 -20 22 24 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=4.9649269294604897e-06 1.5037021543321318e-05 -8.1527374006674078e-06 1.0215983497947756e-05 -7.3391613077546931e-06 -9.0195971413619276e-06 -9.3108422191789948e-06 5.0437688756980938e-06 -1.4132448086456861e-05 -1.1999817600197909e-05 3.9602163704567707e-06 -5.160914198703333e-06 -2.1887363324085964e-06 -5.8491508666303985e-06 -7.4924868764962115e-06 1.7140331126833749e-05 -2.0764137683727314e-05 -4.3932168291180659e-06 1.5554734130526651e-05 1.7548384349197478e-06 -3.5095534847393789e-06 7.4738971999890747e-06 6.1509374454544747e-06 1.0953657256322914e-05 1.7578201183054124e-06 -7.1214608516988351e-06 7.7065868285072526e-06 5.8730645443055052e-06 -6.4020355109408098e-06 -5.0065938982058807e-08 6.3806648174044493e-06
leaf_weight=20 25 21 31 25 23 24 38 21 23 23 21 21 21 36 26 25 23 23 40 33 21 25 20 78 36 22 28 21 2296 31
leaf_count=20 25 21 31 25 23 24 38 21 23 23 21 21 21 36 26 25 23 23 40 33 21 25 20 78 36 22 28 21 2296 31
internal_value=0 -3.20343e-08 2.33341e-08 1.26136e-07 1.65019e-08 -1.48932e-06 -3.97943e-07 -1.94111e-06 3.24531e-07 -4.0198e-06 3.30721e-06 7.17309e-06 8.99401e-08 1.34341e-07 2.15693e-06 -1.48793e-08 -6.38868e-06 1.68089e-07 6.7929e-06 -1.75818e-07 -2.0266e-10 1.09853e-06 1.83487e-06 3.63452e-06 7.45322e-08 1.06921e-08 1.17764e-07 4.97685e-08 1.07447e-07 3.56034e-08
internal_weight=0 3101 3080 2884 2853 196 172 134 113 46 67 46 2830 2809 193 2616 73 2543 63 167 2480 48 131 98 2455 2434 2398 2370 2349 2327
internal_count=3121 3101 3080 2884 2853 196 172 134 113 46 67 46 2830 2809 193 2616 73 2543 63 167 2480 48 131 98 2455 2434 2398 2370 2349 2327
is_linear=0
shrinkage=0.1


Tree=5959
num_leaves=31
num_cat=0
split_feature=120 1 120 1 1 1 39 0 1 1184 45 123 3 47 0 47 3 3 0 39 43 157 51 4 15 48 3 1 3 4
split_gain=5.05295e-08 8.71705e-08 2.01918e-07 1.26634e-07 5.82278e-08 2.22434e-07 1.46393e-07 2.47771e-07 7.68397e-08 1.01307e-07 8.53387e-08 9.54817e-08 9.26892e-08 2.47706e-07 1.75133e-06 3.26877e-07 1.5862e-07 4.99892e-07 5.65323e-07 4.24482e-07 3.09442e-07 1.57465e-07 2.33579e-07 3.94045e-07 2.54794e-07 2.938e-07 2.3459e-07 5.22761e-07 1.85037e-07 5.7978e-07
threshold=0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 0.13534000000000004 0.13756000000000004 0.089790000000000023 -0.09595999999999999 0.13408500000000004 0.081725000000000006 0.094030000000000016 0.106035 -0.03694999999999999 0.092165000000000011 -0.10224499999999999 0.082095000000000015 -0.011549999999999998 -0.013929999999999998 -0.080119999999999983 0.087150000000000019 -0.081374999999999989 -0.080799999999999983 0.093135000000000009 0.0049200000000000008 -0.0040799999999999994 0.091635000000000008 0.086245000000000016 0.10254500000000001 0.096675000000000011 0.41257000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 7 -7 9 10 11 12 -1 15 -15 16 17 18 -14 -20 -18 -22 24 -24 25 28 -26 -28 -23 -30
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 -11 -12 -13 13 14 -16 -17 20 -19 19 -21 21 22 23 -25 26 -27 27 -29 29 -31
leaf_value=-7.606936164431642e-08 -4.3900461010847581e-06 6.0401648606026963e-06 -1.0025108745139732e-05 7.4477088001794588e-06 -9.2988853026554352e-06 -2.6604591783796894e-06 -4.3515390102952922e-06 1.1303959473707438e-05 6.2655719239046444e-06 -5.0834527218955235e-06 -5.9524967819806594e-06 -6.5543488268477156e-06 1.1006294388549165e-05 -1.831434025203831e-05 1.6370724332167207e-05 1.4606510194425937e-05 -8.7950048879292808e-06 1.6448358595409577e-05 -1.7238927039215924e-05 2.3067563615768452e-06 -4.887135221776719e-06 1.5579445980999178e-06 -1.1611594295710223e-05 6.6339623958810993e-06 1.5139324315376663e-05 1.0155445364756e-05 -2.1321619245403177e-06 1.5903179399174407e-05 -1.7752341428108183e-05 5.2057256115486696e-06
leaf_weight=2237 26 24 20 23 32 27 37 24 20 38 23 21 32 37 24 20 32 28 20 25 35 96 29 20 28 29 45 25 22 22
leaf_count=2237 26 24 20 23 32 27 37 24 20 38 23 21 32 37 24 20 32 28 20 25 35 96 29 20 28 29 45 25 22 22
internal_value=0 3.68818e-08 -1.00342e-08 5.56169e-08 -5.31718e-10 -2.15924e-06 4.36996e-07 3.91103e-06 8.85484e-08 4.57712e-08 1.14161e-07 1.63518e-07 2.13794e-07 1.35338e-06 -4.66776e-06 2.07639e-06 1.56286e-06 5.00615e-06 8.45348e-07 -6.38021e-06 6.18881e-07 1.47713e-06 2.18203e-06 -4.16443e-06 3.34674e-06 9.94349e-07 7.4034e-06 4.30903e-06 -9.03306e-07 -6.27331e-06
internal_weight=0 3095 3071 3051 3028 120 88 51 2908 2888 2850 2827 2806 569 61 508 488 105 77 45 383 351 316 49 267 169 98 70 140 44
internal_count=3121 3095 3071 3051 3028 120 88 51 2908 2888 2850 2827 2806 569 61 508 488 105 77 45 383 351 316 49 267 169 98 70 140 44
is_linear=0
shrinkage=0.1


Tree=5960
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 12 133 4 403 52 42 96 34 49 9 16 2 16 149 0 43 151 133 160 51 150 151 160 151 12 151
split_gain=5.05602e-08 1.41195e-06 7.67382e-07 2.38115e-07 4.83256e-08 6.85885e-08 1.52034e-07 7.09774e-08 8.45629e-08 9.13104e-08 4.69025e-08 9.29615e-08 3.11158e-07 1.76607e-07 3.52949e-07 1.11889e-07 4.17861e-07 6.53108e-08 5.56748e-08 5.37349e-08 5.3107e-08 2.41073e-07 9.10064e-07 9.80359e-07 4.26207e-07 1.97771e-07 3.0429e-07 2.75218e-07 1.9717e-07 1.48588e-07
threshold=-0.083284999999999984 0.10022000000000002 0.12358500000000001 0.089480000000000018 0.11527000000000001 -0.37971999999999995 -0.00059999999999999995 -0.020569999999999995 0.085175000000000015 -0.015274999999999999 0.086110000000000006 -0.057544999999999992 -1.0000000180025095e-35 0.091600000000000015 -0.39185999999999993 -1.0000000180025095e-35 -0.056919999999999991 0.075040000000000009 -0.055064999999999996 -0.089499999999999982 -0.085134999999999975 0.08622500000000001 -0.085764999999999994 -0.025879999999999997 0.10389500000000002 -0.09693499999999998 0.043720000000000009 -0.15147499999999997 0.083985000000000018 -0.083919999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 5 6 -1 8 -7 -10 11 12 -2 15 -15 16 -13 20 -12 -19 21 24 -23 -24 25 27 -27 -17 -25 -22
right_child=2 -3 -4 -5 -6 7 -8 -9 9 -11 18 13 -14 14 -16 17 -18 19 -20 -21 29 22 23 28 -26 26 -28 -29 -30 -31
leaf_value=1.8369939230719218e-06 -4.0445645434625351e-06 2.6120500485506327e-05 -1.96309886086965e-05 -1.1495396004193026e-05 4.517872866927064e-06 -4.1450593494701958e-06 -1.0345527275603672e-05 5.4956858396811497e-06 5.765898358418028e-06 -2.5727072132516092e-06 -6.9385046962062405e-06 -4.55044347963058e-06 9.709684615556494e-06 1.5246905268995193e-06 -1.6145176232384983e-05 3.7259093110501107e-06 1.4511483436763229e-05 1.4200851291250383e-06 1.1200417020518217e-07 -4.5261781746768816e-06 -7.2988965517392247e-06 1.5546699710388236e-05 -2.5941315825981467e-05 -6.5392583240152045e-06 1.6819687293305336e-05 7.6771501237711104e-07 1.5346143989476831e-05 -8.8974418316051783e-06 5.3281753604242767e-06 2.9645769168571344e-08
leaf_weight=21 29 21 20 20 21 39 20 24 29 24 21 23 38 26 20 39 23 21 24 55 28 22 21 28 22 41 22 31 28 2320
leaf_count=21 29 21 20 20 21 39 20 24 29 24 21 23 38 26 20 39 23 21 24 55 28 22 21 28 22 41 22 31 28 2320
internal_value=0 1.46516e-06 -1.10568e-07 -1.1498e-06 1.26229e-08 -5.8999e-07 -4.1057e-06 6.52631e-07 -6.10774e-07 1.98993e-06 2.48967e-08 7.57042e-08 3.75635e-06 -1.33223e-08 -6.15786e-06 9.04401e-08 4.98052e-06 6.4432e-09 -3.17823e-06 -2.88313e-06 9.08428e-08 1.46442e-06 -2.39041e-06 -7.5153e-06 3.92654e-06 1.79384e-06 5.85859e-06 -1.86443e-06 -6.05541e-07 -5.77474e-08
internal_weight=0 219 2902 198 178 157 41 116 92 53 2882 2837 67 2770 46 2724 46 2678 45 76 2602 254 99 77 155 133 63 70 56 2348
internal_count=3121 219 2902 198 178 157 41 116 92 53 2882 2837 67 2770 46 2724 46 2678 45 76 2602 254 99 77 155 133 63 70 56 2348
is_linear=0
shrinkage=0.1


Tree=5961
num_leaves=31
num_cat=0
split_feature=132 1185 15 1 1 1203 0 1213 52 1186 129 1184 0 43 1 130 130 1 394 3 129 160 15 150 1 1 16 2 0 484
split_gain=4.68929e-08 2.944e-07 1.37274e-07 5.26302e-08 6.44441e-08 5.00994e-08 8.2755e-08 7.34601e-08 4.62863e-08 4.57047e-08 1.07074e-07 1.31342e-07 6.88485e-08 8.13102e-08 1.74064e-07 1.58539e-07 8.8444e-08 1.14743e-07 1.05226e-07 1.59674e-07 8.25197e-08 7.66066e-08 2.36984e-07 2.76549e-07 2.25849e-07 5.49216e-07 2.22912e-07 3.88092e-07 3.89677e-07 3.78406e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.089625000000000024 0.11507500000000002 0.085685000000000011 -0.09515499999999999 0.085855000000000015 0.087435000000000013 0.090275000000000008 -0.077709999999999987 0.083155000000000021 0.22582000000000002 -0.50775499999999985 0.076935000000000017 -0.22699999999999995 -0.077029999999999987 0.088340000000000016 -0.076319999999999985 -0.08867499999999999 0.10833500000000001 0.086075000000000013 -0.092489999999999989 0.088380000000000014 0.094825000000000007 0.082005000000000008 -0.022939999999999999 0.10912000000000001 -0.078244999999999995 -0.23687999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 -1 8 -8 10 -3 12 13 14 -12 -15 17 -17 19 -18 21 -20 24 26 25 -23 29 28 -28 -24
right_child=1 9 -4 4 -6 -7 7 -9 -10 -11 11 -13 -14 15 -16 16 18 -19 20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=4.4930534184257141e-06 1.1904511068548477e-05 -5.9668836009526184e-06 -7.6915619577751691e-06 -7.2814893407915171e-06 5.6164853958762249e-07 4.3589864145798391e-06 1.5211599772129025e-06 -6.8468971531646367e-06 -3.7666297230316562e-06 3.5131485032178647e-06 8.0114025166722065e-06 7.9180076043138845e-06 -5.5922517369501957e-06 -8.9256137584925461e-06 -3.2789092730664295e-06 -4.1881209172596059e-07 -1.0321486144675873e-05 7.9241665273954709e-06 1.7450875961096613e-07 -1.8172864024452837e-07 6.1196149669161645e-06 -8.0532106115545818e-07 3.3833124516171489e-06 8.4090891170811075e-06 3.6905632327943749e-08 -2.3242958322953201e-05 3.3843894375668491e-06 1.3584885114141798e-05 -7.6720270263714553e-06 -1.4002310694738094e-05
leaf_weight=27 21 30 30 22 20 27 49 22 25 37 36 21 22 20 22 34 25 32 2224 41 22 24 21 34 32 20 74 20 56 31
leaf_count=27 21 30 30 22 20 27 49 22 25 37 36 21 22 20 22 34 25 32 2224 41 22 24 21 34 32 20 74 20 56 31
internal_value=0 1.07265e-07 -1.40073e-06 -4.17788e-07 -3.54666e-06 4.58296e-07 -3.97953e-07 -1.77355e-06 -2.65255e-07 2.11833e-08 -2.42946e-08 3.91269e-08 -2.01765e-08 2.41102e-08 3.72887e-06 -5.51799e-08 1.07713e-08 3.62627e-06 -8.01673e-08 -4.02255e-06 2.15516e-08 -3.13495e-08 -1.49875e-06 6.52371e-08 -6.35534e-06 -1.10042e-05 -1.33917e-06 6.16727e-07 -1.37837e-06 -6.98119e-06
internal_weight=0 2899 222 192 42 150 123 96 74 2878 2841 2811 2790 2768 58 2710 2690 66 2624 66 2558 2536 312 236 76 44 202 150 130 52
internal_count=3121 2899 222 192 42 150 123 96 74 2878 2841 2811 2790 2768 58 2710 2690 66 2624 66 2558 2536 312 236 76 44 202 150 130 52
is_linear=0
shrinkage=0.1


Tree=5962
num_leaves=31
num_cat=0
split_feature=130 40 120 12 9 8 10 0 11 0 132 1203 1185 2 4 12 133 106 3 1213 9 16 4 40 43 150 46 1455 1452 12
split_gain=5.90241e-08 8.93813e-08 5.40393e-08 6.63824e-08 1.5534e-07 2.21338e-07 1.43274e-07 2.3511e-07 1.26725e-07 1.20541e-07 8.71632e-08 1.41026e-06 7.83417e-07 2.10973e-07 6.74794e-08 1.35086e-07 6.43484e-08 6.40809e-08 6.3736e-08 9.57268e-08 6.27054e-08 5.04066e-07 6.2103e-08 5.77494e-08 1.84302e-07 8.76405e-08 7.77304e-08 1.80725e-07 1.18426e-07 7.87152e-08
threshold=-0.23123999999999997 -0.24290999999999999 0.084740000000000024 0.12757000000000002 0.092890000000000014 0.097795000000000007 0.053330000000000009 -0.067094999999999988 -1.0000000180025095e-35 -0.04917499999999999 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.082850000000000021 0.10528000000000001 0.10911500000000002 -0.41317499999999996 0.089100000000000026 -0.086769999999999986 0.085855000000000015 -0.013509999999999999 -0.056919999999999991 -0.085964999999999986 -0.083564999999999987 -0.085474999999999982 -0.10247999999999999 0.10253500000000002 0.11817000000000001 0.10669000000000002 -0.14757499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 8 -8 -3 -5 11 13 -12 -10 15 16 -15 20 22 -20 21 -14 -18 24 -22 -25 27 28 29 -27
right_child=1 2 -4 9 5 -7 7 -9 10 -11 12 -13 17 14 -16 -17 18 -19 19 -21 23 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=5.0471325686845855e-06 -6.7009617578150947e-06 7.4149173176761991e-06 3.8044695404981191e-06 8.5908313280924635e-07 1.3693131584204821e-05 -5.5092547862993044e-07 -1.3708221326851343e-05 1.272531232065045e-06 -1.0103440982592557e-05 -8.125303663421488e-06 -1.8979106537451366e-05 2.6482812933993828e-05 1.3624235689349007e-05 -5.0904023241442209e-06 -4.8884858014865869e-06 8.1761241547254673e-06 1.8502151430187621e-06 -5.5326259133012393e-06 8.5114156544954132e-06 -8.2691903828716651e-07 1.3832063302743337e-06 -6.2628943479781957e-06 -5.8491468439569874e-06 4.6009211994870141e-06 -1.0363280811857708e-05 -5.0339594222790651e-06 -6.1186402040410336e-06 8.6265159599937156e-06 -7.3974962271511859e-06 3.7691013646233911e-08
leaf_weight=23 20 23 37 32 20 24 20 22 22 28 22 21 25 22 21 23 22 21 21 23 34 26 20 41 22 31 21 24 22 2388
leaf_count=23 20 23 37 32 20 24 20 22 22 28 22 21 25 22 21 23 22 21 21 23 34 26 20 41 22 31 21 24 22 2388
internal_value=0 -3.74675e-08 5.8301e-09 -4.03881e-08 2.58965e-08 5.92365e-06 -6.24593e-08 -5.86116e-06 2.1667e-08 -3.33363e-06 -3.75408e-08 2.00364e-06 -1.86226e-07 -9.50744e-07 3.73988e-07 1.21759e-06 -2.64319e-07 -3.05034e-08 9.7026e-07 3.63001e-06 1.33632e-08 3.4857e-06 -1.81615e-06 -5.51963e-08 -3.23149e-06 1.51924e-08 -6.04371e-08 -8.82561e-09 -9.37286e-08 -2.73033e-08
internal_weight=0 3098 3078 3041 2981 44 2937 42 2895 60 2872 195 2677 174 152 131 108 2655 86 44 2634 51 42 2583 56 2527 2486 2465 2441 2419
internal_count=3121 3098 3078 3041 2981 44 2937 42 2895 60 2872 195 2677 174 152 131 108 2655 86 44 2634 51 42 2583 56 2527 2486 2465 2441 2419
is_linear=0
shrinkage=0.1


Tree=5963
num_leaves=31
num_cat=0
split_feature=40 4 33 3 34 10 16 3 34 9 16 2 132 1185 1203 52 52 130 132 1204 149 48 49 49 40 42 2 16 48 1213
split_gain=5.2499e-08 1.18873e-07 5.66884e-08 1.35558e-07 1.22284e-07 6.04385e-08 1.15084e-06 1.07949e-06 8.56069e-08 9.06203e-08 1.43348e-07 9.21089e-08 5.19183e-08 3.28898e-07 1.69642e-07 5.80016e-08 5.54519e-08 6.11384e-08 9.12035e-08 8.78925e-08 5.122e-08 5.72138e-08 2.6594e-07 2.43157e-07 1.26373e-07 1.88349e-07 2.59888e-07 5.6815e-07 2.36984e-07 7.04947e-08
threshold=-0.24620999999999996 0.63556000000000001 0.085305000000000006 -0.0063699999999999989 -0.086809999999999984 -0.011559999999999999 -0.056919999999999991 -0.0063699999999999989 -0.057544999999999992 0.088235000000000022 -0.39185999999999993 -1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10347000000000002 0.090645000000000017 0.10923000000000001 -0.41127499999999995 -0.0030749999999999996 0.080895000000000009 0.10061000000000002 -0.045154999999999994 -0.0087049999999999992 -0.049474999999999998 0.093775000000000011 0.10402500000000002 -0.010264999999999998 0.13252500000000003 -0.24064499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 -6 -7 11 -11 -10 14 -14 15 16 17 18 -13 -20 21 29 -23 -24 -25 26 27 -26 -28 -15
right_child=1 -3 3 -5 5 8 -8 -9 9 10 -12 12 13 20 -16 -17 -18 -19 19 -21 -22 22 23 24 25 -27 28 -29 -30 -31
leaf_value=5.1069847086182565e-06 6.8960048828068051e-06 -7.5311263355529051e-06 -9.5433369256170412e-06 2.0995874263007862e-06 4.2011080404336096e-06 5.0627496661678271e-06 1.605773811011854e-05 -2.7899134048229004e-05 5.5053930028767516e-06 1.1000920174162523e-06 -1.0450637750008832e-05 5.9558828411354625e-06 1.2611969434926454e-05 -2.7742272691789871e-06 -8.8800793272875363e-06 -4.8930850316537547e-06 5.2117670679763248e-06 -5.5381946958732441e-06 1.1250930687284008e-06 -5.2303579593626644e-06 -2.8915232836025412e-06 9.7894565629651303e-06 -9.2240397596773011e-06 8.8034904668650896e-06 2.083533928328052e-05 -6.1060110889836027e-06 -7.755872126924055e-06 -2.2101956742319644e-06 4.8204999623929584e-06 8.0073147859141319e-08
leaf_weight=20 26 21 20 20 20 34 21 22 31 22 21 24 21 90 27 25 20 20 68 32 58 34 24 21 20 33 31 23 29 2243
leaf_count=20 26 21 20 20 20 34 21 22 31 22 21 24 21 90 27 25 20 20 68 32 58 34 24 21 20 33 31 23 29 2243
internal_value=0 -3.29379e-08 1.81861e-08 -3.72187e-06 6.73975e-08 8.49109e-09 -3.05629e-06 -1.26133e-05 7.39202e-08 1.57713e-08 -4.54096e-06 8.39479e-08 2.48326e-08 1.4737e-07 -1.46547e-06 -4.06241e-07 2.77729e-07 -4.07554e-07 4.19968e-07 -9.08651e-07 4.69261e-08 1.13814e-07 1.67476e-06 1.50457e-07 1.5835e-06 4.6865e-07 2.57509e-06 8.50866e-06 -1.67729e-06 -3.0037e-08
internal_weight=0 3101 3080 40 3040 3014 63 42 2951 2917 43 2874 2843 2627 216 189 164 144 124 100 2606 2548 215 181 157 136 103 43 60 2333
internal_count=3121 3101 3080 40 3040 3014 63 42 2951 2917 43 2874 2843 2627 216 189 164 144 124 100 2606 2548 215 181 157 136 103 43 60 2333
is_linear=0
shrinkage=0.1


Tree=5964
num_leaves=31
num_cat=0
split_feature=120 1 120 2 12 133 142 11 33 96 9 16 4 10 9 4 157 484 484 43 133 42 16 1 42 12 16 1 4 151
split_gain=5.27305e-08 8.32777e-08 1.79841e-07 1.23768e-07 6.26076e-08 2.35339e-07 1.54572e-07 1.12954e-07 1.208e-07 7.30728e-08 1.03578e-07 7.22918e-07 8.58565e-08 1.37214e-06 1.00578e-06 1.19633e-07 1.77294e-07 1.32365e-07 1.57948e-07 1.45087e-07 5.87895e-07 2.78186e-07 3.95526e-07 7.72392e-07 3.30807e-07 2.31657e-07 2.23805e-07 2.26453e-07 2.22386e-07 1.82505e-07
threshold=0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.12757000000000002 0.017095000000000003 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.086110000000000006 -1.0000000180025095e-35 -0.056919999999999991 0.053180000000000012 -1.0000000180025095e-35 0.081890000000000004 0.056795000000000005 0.092065000000000022 -0.079429999999999987 -0.068929999999999977 -0.095049999999999982 0.089595000000000022 0.089810000000000015 -0.076669999999999988 0.10672000000000002 0.092620000000000022 0.096475000000000019 -0.12029499999999999 0.097525000000000014 0.41257000000000005 -0.072119999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -8 -9 10 11 -10 14 -14 -12 -15 17 -17 -19 20 -20 22 26 -24 -23 -26 27 -21 -29 -30
right_child=-2 -3 -4 -5 5 -7 7 8 9 -11 12 -13 13 15 -16 16 -18 18 19 21 -22 24 23 -25 25 -27 -28 28 29 -31
leaf_value=8.8328824781136463e-06 -4.4846372335226855e-06 5.9053813716995286e-06 -9.4599053295496566e-06 7.5272444684577015e-06 -8.512825518885842e-06 2.7659395306506446e-06 -7.2959788710813018e-06 -6.8569745635613803e-06 1.877729805528361e-05 -4.3528756047332234e-06 3.3242905386138082e-08 -7.7878222815083325e-06 2.6929322684736691e-05 -5.8706031783610042e-06 -2.1955194101576042e-05 -4.8923883266228514e-06 9.0186056411312172e-06 9.4250762890624175e-06 4.304160752473118e-06 6.6524581570075293e-06 -1.7070329940080148e-05 -1.4002103789194238e-05 2.5467125673880481e-05 1.4554490646971957e-06 2.3332626038515067e-06 -8.4500547228782559e-06 -8.9869094283910414e-06 -6.3279608680617954e-06 -4.3031506429542792e-06 6.1967486779659172e-06
leaf_weight=20 26 24 20 22 37 37 21 25 20 36 2211 21 20 30 21 46 24 20 31 65 22 22 21 37 76 27 21 44 25 49
leaf_count=20 26 24 20 22 37 37 21 25 20 36 2211 21 20 30 21 46 24 20 31 65 22 22 21 37 76 27 21 44 25 49
internal_value=0 3.76764e-08 -8.17993e-09 5.37783e-08 -5.02422e-10 -2.87344e-06 7.14426e-08 1.17395e-08 6.44032e-08 1.24297e-07 1.80792e-07 5.17077e-06 1.08036e-07 1.19199e-06 -1.73638e-07 2.72803e-07 6.20543e-07 2.22216e-07 7.33676e-07 3.38612e-07 -4.56827e-06 1.01061e-06 2.86251e-06 1.01493e-05 -2.87096e-06 -4.93432e-07 7.90766e-07 1.91279e-06 -6.98037e-07 2.64949e-06
internal_weight=0 3095 3071 3051 3029 74 2955 2935 2914 2889 2853 41 2812 580 2232 560 530 506 460 440 53 387 262 58 125 103 204 183 118 74
internal_count=3121 3095 3071 3051 3029 74 2955 2935 2914 2889 2853 41 2812 580 2232 560 530 506 460 440 53 387 262 58 125 103 204 183 118 74
is_linear=0
shrinkage=0.1


Tree=5965
num_leaves=31
num_cat=0
split_feature=46 44 1454 1 97 131 132 1 12 16 0 40 52 1184 130 15 15 391 394 15 33 34 9 10 16 2 132 1203 1204 50
split_gain=5.46475e-08 1.6158e-07 7.22405e-08 6.30607e-08 9.5726e-08 1.22233e-07 1.95787e-07 1.44008e-07 3.27219e-07 1.98742e-07 1.53522e-07 1.25489e-07 1.31657e-07 8.41194e-08 8.05858e-08 2.65729e-07 2.11162e-07 9.72219e-08 9.50555e-08 8.28689e-08 8.14943e-08 2.69848e-07 4.43747e-07 4.1477e-07 4.08756e-07 9.96621e-08 8.26679e-08 1.46819e-06 9.21876e-07 2.74324e-07
threshold=0.084955000000000017 0.10049500000000001 0.11906000000000001 0.12656000000000003 -0.049229999999999996 0.091360000000000011 0.10613500000000002 0.16540500000000002 0.12757000000000002 -0.50690499999999983 -0.053834999999999994 -0.037979999999999993 -0.034054999999999995 0.081725000000000006 -0.0089599999999999975 0.088345000000000021 0.087260000000000018 -0.083929999999999991 -0.089794999999999986 0.084655000000000022 0.085305000000000006 -0.057544999999999992 0.091600000000000015 -0.0093599999999999985 -1.0000000180025095e-35 -0.0091949999999999983 -0.083284999999999984 0.089165000000000008 -0.082199999999999981 0.093975000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 13 -5 7 -7 8 9 -6 11 -11 -13 14 15 16 18 -16 -1 -20 21 24 23 -23 -19 -25 27 29 -28 -27
right_child=1 -3 -4 4 5 6 -8 -9 -10 10 -12 12 -14 -15 17 -17 -18 20 19 -21 -22 22 -24 25 -26 26 28 -29 -30 -31
leaf_value=8.3853854403059813e-06 1.0196671541962133e-05 -1.66227595215147e-06 -5.5166452492964403e-06 -7.4028651488333704e-06 7.7553133277909922e-06 1.1154858839290682e-05 -2.1195052423195194e-06 5.9474214981491971e-06 -1.4087273395647493e-05 -1.1941326593759269e-05 1.9039451787564488e-06 2.4626104163871788e-06 -7.8084190958039613e-06 -4.4849720960626616e-06 -6.5740518767721703e-06 1.0815897924961367e-05 -8.5386766014297873e-06 -2.0241004040144618e-06 -4.7883087179541141e-07 5.9149264258779187e-06 -5.3624971719222638e-06 1.4142065570662714e-05 -1.4807470097366605e-05 -7.0021955571064605e-06 1.795147792715094e-05 4.6329113794885325e-07 -1.641055294465546e-05 2.761886466799979e-05 1.8088459024989197e-07 -1.2202012439956889e-05
leaf_weight=20 20 27 24 25 21 20 25 20 23 22 43 24 26 39 22 30 22 20 92 26 27 21 20 20 21 118 34 20 2229 20
leaf_count=20 20 27 24 25 21 20 25 20 23 22 43 24 26 39 22 30 22 20 92 26 27 21 20 20 21 118 34 20 2229 20
internal_value=0 3.38408e-06 -5.17398e-08 -8.7373e-09 -1.5338e-06 -8.78766e-07 3.78021e-06 -2.05002e-06 -3.05598e-06 -1.1904e-06 -2.82396e-06 -5.64758e-06 -2.87832e-06 1.26836e-07 1.91955e-07 2.17931e-06 5.59953e-07 4.51442e-08 2.01046e-06 9.29963e-07 1.02251e-07 1.60732e-07 2.78116e-08 1.48326e-07 8.20729e-06 2.79371e-08 8.60134e-08 2.2975e-06 -6.83902e-08 -1.37226e-06
internal_weight=0 47 3074 3050 249 224 45 179 159 136 115 72 50 2801 2762 190 160 2572 138 118 2550 2523 2482 2462 41 2441 2421 158 2263 138
internal_count=3121 47 3074 3050 249 224 45 179 159 136 115 72 50 2801 2762 190 160 2572 138 118 2550 2523 2482 2462 41 2441 2421 158 2263 138
is_linear=0
shrinkage=0.1


Tree=5966
num_leaves=31
num_cat=0
split_feature=40 130 121 33 9 3 34 11 9 45 16 1429 156 11 12 0 12 0 1 1 1 1 480 479 13 1 1 16 16 3
split_gain=5.16251e-08 1.191e-07 8.59852e-08 5.99837e-08 5.97993e-08 2.29934e-07 7.39198e-08 1.88817e-07 8.25533e-08 5.55363e-08 8.35889e-08 8.30879e-08 1.48254e-07 1.10319e-07 2.34688e-07 1.22444e-07 2.41008e-07 1.10906e-07 8.73599e-08 7.90353e-07 3.69382e-07 3.37438e-07 2.32512e-07 2.29105e-07 2.02864e-07 2.4651e-07 7.56366e-07 3.69182e-07 2.51473e-07 2.399e-07
threshold=-0.24620999999999996 -0.22699999999999995 -0.081149999999999986 -0.044254999999999996 0.091600000000000015 -0.13309499999999996 -0.08786999999999999 -1.0000000180025095e-35 0.081890000000000004 0.084355000000000013 -0.074319999999999983 -0.23752499999999996 0.32523500000000005 0.092630000000000018 0.10227500000000002 0.12411500000000002 0.096075000000000008 0.10455500000000001 0.094090000000000021 0.093400000000000025 0.092845000000000025 0.094715000000000008 0.11191000000000002 0.093525000000000011 -0.17933499999999997 0.090475000000000014 0.090965000000000004 -0.077074999999999991 -0.021269999999999997 0.096675000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5 -8 9 11 -11 -9 13 15 -15 17 -17 18 19 20 22 -20 23 24 -13 29 -27 -28 -29 -26
right_child=1 2 3 4 5 -7 7 8 -10 10 -12 12 -14 14 -16 16 -18 -19 21 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=5.0643019858398483e-06 -7.364267173670669e-06 5.3472462930888778e-06 5.2933705904121911e-06 5.515884746879844e-06 4.560514990511625e-06 -9.0826928123988187e-06 -9.7398437037554697e-06 -6.5113447709563843e-06 6.4123908305191437e-06 -6.7331623357779833e-07 8.0529244877695972e-06 -9.3739840353505727e-06 8.5361221761104398e-06 -1.2267218070242646e-05 7.3631590729356896e-07 2.1816955097619939e-07 1.2228142655690279e-05 -6.2782260634964499e-06 -1.295513343986544e-05 1.9118943580245042e-05 -1.346134441519098e-05 -6.2726829526238263e-07 7.9439410695302181e-06 -9.2786334439901678e-06 1.5974780388571653e-07 2.0178046008368257e-05 -9.8278198456682735e-06 1.3671384650706386e-05 -1.5113992729946328e-06 -9.7058102562641585e-06
leaf_weight=20 22 30 21 24 21 30 20 20 20 23 21 22 20 23 35 55 24 29 23 22 20 641 38 26 1752 25 25 20 24 25
leaf_count=20 22 30 21 24 21 30 20 20 20 23 21 22 20 23 35 55 24 29 23 22 20 641 38 26 1752 25 25 20 24 25
internal_value=0 -3.26599e-08 1.97257e-08 -3.26933e-08 -6.9631e-08 -3.4649e-06 -1.14655e-08 -5.63881e-08 9.64298e-09 -3.43168e-08 3.49148e-06 -8.83897e-08 -4.33005e-08 -1.03954e-07 -4.42026e-06 -1.36091e-08 3.86677e-06 -1.27483e-07 -6.0502e-08 2.696e-07 5.98449e-08 -1.05429e-06 1.98028e-07 4.46433e-08 1.72697e-07 2.84951e-07 5.27564e-06 -1.23788e-07 5.38987e-06 2.09527e-08
internal_weight=0 3101 3079 3049 3028 51 2977 2953 2933 2913 44 2869 2849 2829 58 2771 79 2692 2663 1999 1977 664 1957 1919 1893 1871 94 69 44 1777
internal_count=3121 3101 3079 3049 3028 51 2977 2953 2933 2913 44 2869 2849 2829 58 2771 79 2692 2663 1999 1977 664 1957 1919 1893 1871 94 69 44 1777
is_linear=0
shrinkage=0.1


Tree=5967
num_leaves=31
num_cat=0
split_feature=130 1 472 1429 1425 3 16 51 52 51 52 3 160 150 160 150 16 13 3 13 15 4 12 13 402 3 1 15 123 124
split_gain=6.08755e-08 9.2393e-08 5.45215e-08 1.6435e-07 8.52655e-08 6.70319e-08 1.80968e-07 1.56271e-07 3.82981e-07 3.6368e-07 2.27735e-07 1.88419e-07 3.74899e-07 2.17188e-07 1.79522e-07 1.67037e-07 2.00575e-07 1.35124e-07 5.40144e-07 1.55938e-07 2.82307e-07 4.66488e-07 2.83315e-07 2.03333e-07 2.02019e-07 1.23959e-07 9.73453e-07 1.74578e-06 3.17613e-06 1.34805e-06
threshold=-0.23123999999999997 0.16540500000000002 -0.38234499999999999 -0.23587499999999997 0.10129000000000002 0.0051600000000000005 0.38525000000000004 -0.14283999999999999 -0.094124999999999986 0.094075000000000006 -0.078224999999999975 0.088060000000000013 0.10070500000000002 -0.087189999999999976 -1.0000000180025095e-35 0.12068000000000002 -0.52595999999999987 -0.14179999999999995 -0.14477499999999996 -0.097224999999999992 0.084840000000000013 0.25615500000000008 0.085635000000000003 -0.094514999999999988 0.083170000000000008 -0.0096849999999999974 0.09253500000000002 -0.10203999999999998 0.08592000000000001 -0.083584999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 17 7 -7 9 -9 -10 14 13 -13 -12 16 -15 18 -5 20 21 22 -19 24 -21 -25 -27 28 -28 -29
right_child=1 -3 3 4 -6 6 -8 8 10 -11 11 12 -14 15 -16 -17 -18 19 -20 23 -22 -23 -24 25 -26 26 27 29 -30 -31
leaf_value=5.12568032382146e-06 -4.7344471719649544e-06 -5.8622567857363961e-06 8.471772019160911e-06 5.6380497903040622e-07 -6.078974243080112e-06 7.9352050213991018e-06 8.1838320852511966e-06 -1.7398247008832583e-05 8.7172440316862783e-06 1.0397973221643043e-06 -3.4593533448721494e-07 8.6386641783064991e-06 -1.357300224342561e-05 -9.6053220382990347e-06 1.2160144933659467e-05 6.8923514772905038e-06 -3.8061231027508955e-07 5.6853225528770553e-06 -1.799235937916083e-05 -1.435445839433669e-05 -4.773040633993403e-06 -4.2874304953825641e-06 2.1923914960098046e-05 1.1807039791050644e-07 -4.6791598306712827e-07 -1.7348815385308366e-05 4.4643839196180042e-05 2.8139339852154642e-06 -5.4059401890071974e-06 -3.1718790123704823e-05
leaf_weight=23 24 27 23 62 23 27 34 23 36 20 22 28 21 28 24 25 149 22 21 20 26 22 21 2214 22 35 21 26 32 20
leaf_count=23 24 27 23 62 23 27 34 23 36 20 22 28 21 28 24 25 149 22 21 20 26 22 21 2214 22 35 21 26 32 20
internal_value=0 -3.80498e-08 1.31562e-08 5.05512e-08 -1.34991e-08 3.29873e-08 1.17778e-06 5.86696e-07 5.90107e-08 -8.82241e-06 1.20586e-06 2.95391e-07 -7.82876e-07 3.84918e-07 6.17898e-06 -7.59166e-07 -1.83989e-06 -1.62127e-07 -4.13113e-06 -2.93471e-08 4.03359e-06 7.55624e-06 1.36158e-05 -1.84045e-07 -7.08056e-06 -6.0683e-08 -3.01412e-06 2.05371e-06 1.44251e-05 -1.22003e-05
internal_weight=0 3098 3071 3047 3024 3001 437 403 376 43 333 297 251 230 46 202 177 2564 83 2481 91 65 43 2390 42 2348 134 99 53 46
internal_count=3121 3098 3071 3047 3024 3001 437 403 376 43 333 297 251 230 46 202 177 2564 83 2481 91 65 43 2390 42 2348 134 99 53 46
is_linear=0
shrinkage=0.1


Tree=5968
num_leaves=31
num_cat=0
split_feature=130 40 120 11 33 9 15 147 151 448 148 15 0 160 151 15 1 151 1374 150 133 484 52 151 4 151 49 96 9 97
split_gain=4.93092e-08 8.48084e-08 6.77794e-08 6.28176e-08 1.18111e-07 6.45423e-08 1.16903e-07 6.72806e-08 1.75204e-07 1.26017e-07 5.64028e-08 5.57589e-08 6.75109e-08 1.90369e-07 2.36447e-07 3.6847e-07 5.34017e-07 2.69129e-07 8.30933e-08 1.02691e-07 2.21986e-07 3.34375e-07 8.13706e-07 3.00963e-07 1.54537e-07 1.40606e-07 9.28301e-08 8.76444e-08 1.04802e-07 2.89168e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.084740000000000024 -0.011194999999999998 -0.009184999999999997 0.089995000000000006 -0.18895499999999996 0.097985000000000017 -0.063609999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -0.56020999999999987 -0.15931499999999996 0.10648000000000001 -0.0096649999999999982 -0.092489999999999989 0.10205500000000002 -0.086654999999999982 0.093235000000000012 0.087865000000000013 0.091250000000000012 0.085790000000000019 -0.015539999999999998 -0.083559999999999982 -0.0073899999999999999 -0.012764999999999997 -0.090734999999999982 0.086715000000000014 -1.0000000180025095e-35 -0.086244999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 9 -9 10 11 -6 13 14 17 16 -16 -13 19 27 21 23 -23 -21 26 -26 -25 28 29 -14
right_child=1 2 -4 4 5 6 -8 8 -10 -11 -12 12 18 -15 15 -17 -18 -19 -20 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=4.6131117246857135e-06 -6.5250456464127634e-06 5.0519880375077266e-06 4.2621642933227124e-06 -6.6686893761571905e-06 -4.946519461752716e-06 -1.1600599139325952e-07 9.4679441690459499e-06 -1.049051899956664e-05 2.5874245682189213e-06 7.3410213783221401e-06 -4.2009804405317871e-06 3.8535604234670192e-06 -3.6128691135672853e-06 -6.5007226863678586e-06 -1.0779252094876442e-05 1.4110069952170694e-05 9.7327053784586809e-06 -1.0425294350501314e-05 -5.1122924569805642e-06 1.3690929877914946e-05 1.0940353246041923e-05 -2.0401573777400534e-05 5.506702669006498e-06 1.0028225005953573e-06 1.4801225313783869e-06 -8.9268235706185818e-06 1.0522268684369574e-05 -6.8335737398683704e-06 -2.7226952535782098e-07 1.3392063015658097e-05
leaf_weight=23 20 24 37 27 23 35 20 21 20 23 33 33 20 23 22 37 30 22 33 24 25 22 27 20 37 20 21 20 2359 20
leaf_count=23 20 24 37 27 23 35 20 21 20 23 33 33 20 23 22 37 30 22 33 24 25 22 27 20 37 20 21 20 2359 20
internal_value=0 -3.42489e-08 7.92652e-09 -4.3835e-08 -8.43719e-08 -2.49148e-08 3.36907e-06 -8.85159e-08 -4.11103e-06 -3.15279e-08 -9.05904e-08 -4.27952e-08 -2.72924e-09 1.94733e-06 3.29668e-06 6.48214e-06 1.05457e-06 -1.85798e-06 -1.25713e-07 -6.27846e-08 2.13872e-06 8.51935e-07 -6.12558e-06 3.65438e-06 1.19645e-06 -2.17144e-06 5.87864e-06 -2.41162e-07 -1.86203e-07 4.8896e-06
internal_weight=0 3098 3078 3041 3017 2990 55 2935 41 2894 2871 2838 2815 167 144 89 52 55 2648 2615 196 171 49 122 98 57 41 2419 2399 40
internal_count=3121 3098 3078 3041 3017 2990 55 2935 41 2894 2871 2838 2815 167 144 89 52 55 2648 2615 196 171 49 122 98 57 41 2419 2399 40
is_linear=0
shrinkage=0.1


Tree=5969
num_leaves=31
num_cat=0
split_feature=448 447 447 448 1426 1426 34 104 457 1 1 1 1 1 1 12 1 4 12 3 12 160 160 1 0 1452 1456 482 158 4
split_gain=5.08675e-08 1.08538e-07 6.93812e-08 8.19184e-08 7.44122e-08 8.83971e-08 6.33028e-08 1.41645e-07 7.15867e-08 5.56952e-08 1.35355e-06 1.6507e-06 7.40758e-07 7.87467e-07 3.35422e-07 2.1691e-07 4.65422e-07 4.54094e-07 2.85133e-07 4.97652e-07 2.64799e-07 2.2854e-07 7.2038e-07 2.08408e-07 1.93433e-07 1.90757e-07 3.59369e-07 3.01491e-07 5.27286e-07 1.7693e-07
threshold=0.068920000000000023 0.094005000000000019 0.088380000000000014 -0.070544999999999983 -0.089244999999999977 -0.052649999999999995 -0.097449999999999981 0.083745000000000014 0.41022000000000008 0.092845000000000025 0.09202500000000001 0.091535000000000019 0.093400000000000025 0.094090000000000021 0.094715000000000008 0.078300000000000008 0.085475000000000009 -0.0035949999999999997 0.083310000000000009 -0.087129999999999985 0.083535000000000012 -0.55045999999999984 -0.53908999999999996 0.081315000000000012 -0.14226499999999997 0.086765000000000023 -0.074164999999999995 0.098465000000000011 0.10654500000000001 -0.08835999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -7 8 9 10 11 15 -11 -14 -15 16 23 -18 19 -17 -20 -22 -23 24 -8 26 -16 28 -28 -24
right_child=-2 -3 3 -5 5 6 7 -9 -10 12 -12 -13 13 14 25 18 17 -19 20 -21 21 22 29 -25 -26 -27 27 -29 -30 -31
leaf_value=5.358646941562466e-06 -5.0270022074982989e-06 5.826220425841911e-06 3.3110278157740449e-07 -7.9311811115682466e-06 -5.3265535268198416e-06 4.4648969208083143e-06 1.1368568862053509e-05 -8.1903458955085157e-06 5.6088800746416064e-06 -1.8377376193751369e-05 2.1373615726361096e-05 -2.6661494868439271e-05 1.8482563287265793e-05 -1.2339076693024254e-05 1.3166239397151004e-05 -1.0736513782334937e-06 4.4654066454239839e-06 2.3167684507825473e-05 1.1086375194612299e-05 -1.9169486321992563e-05 -7.7284775532437363e-06 1.9081614614151476e-05 -3.1819460816434644e-06 -6.5788269377221839e-06 6.4640230303486436e-07 -9.3038314784992156e-06 -6.1582828794289559e-07 -1.222918154412799e-05 1.363437788010439e-05 3.2999320515684021e-07
leaf_weight=26 20 32 24 24 31 32 20 21 23 23 30 23 22 24 20 55 37 20 22 21 37 20 159 33 106 23 678 21 27 1467
leaf_count=26 20 32 24 24 31 32 20 21 23 23 30 23 22 24 20 55 37 20 22 21 37 20 159 33 106 23 678 21 27 1467
internal_value=0 3.24211e-08 -2.799e-08 -3.80004e-06 3.19433e-08 -1.42985e-08 4.12615e-08 -7.0183e-09 5.20164e-08 7.76156e-09 2.88535e-07 -2.46101e-08 -6.79094e-07 -1.79633e-07 -6.97374e-07 2.82174e-07 3.27483e-06 1.10276e-05 -8.07752e-08 -6.07382e-06 1.86363e-07 4.38795e-08 2.18592e-07 4.95527e-07 2.34833e-06 -3.34044e-07 -5.74952e-08 -4.21785e-07 -7.00757e-08 -1.34252e-08
internal_weight=0 3101 3069 48 3021 2995 2964 2932 2911 2888 2050 2020 838 815 793 1997 216 57 1781 76 1705 1683 1646 159 126 769 746 726 705 1626
internal_count=3121 3101 3069 48 3021 2995 2964 2932 2911 2888 2050 2020 838 815 793 1997 216 57 1781 76 1705 1683 1646 159 126 769 746 726 705 1626
is_linear=0
shrinkage=0.1


Tree=5970
num_leaves=31
num_cat=0
split_feature=132 132 1203 1208 1208 403 3 403 1210 1210 42 1210 1210 1205 402 133 2 484 475 150 484 457 484 0 0 3 43 13 52 123
split_gain=5.05535e-08 2.70163e-07 2.1239e-07 4.95053e-08 6.82453e-08 6.76578e-08 5.60191e-07 2.01451e-07 6.60252e-08 7.59461e-08 7.3603e-07 3.95407e-07 1.75976e-07 1.83315e-07 1.26613e-07 5.65637e-08 9.58203e-08 5.41946e-08 4.87755e-07 2.38623e-07 2.18864e-07 1.77094e-07 4.11817e-07 5.03812e-07 5.77178e-07 4.08344e-07 2.88316e-07 1.12888e-07 1.30282e-07 1.02876e-07
threshold=-0.083174999999999985 -0.050879999999999988 0.089005000000000015 0.12461500000000002 0.10737500000000001 -0.54856499999999986 -0.085784999999999986 -0.5335399999999999 -0.3960249999999999 -0.077744999999999995 0.087075000000000014 -0.090569999999999998 -0.064799999999999983 1.0000000180025095e-35 -0.092414999999999983 -0.50375999999999987 0.089775000000000008 0.086135000000000017 -0.085684999999999997 0.10699000000000002 0.085515000000000022 -1.0000000180025095e-35 0.090535000000000018 -0.067624999999999977 0.010870000000000003 -0.082284999999999983 -0.084794999999999995 -0.081829999999999986 0.12492500000000002 0.11679000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 -7 -9 10 11 -10 -11 15 -13 16 -14 20 -19 21 29 -20 25 26 -25 -23 -24 28 -28 -17
right_child=1 3 -4 -5 -6 7 -8 8 9 12 -12 14 13 -15 -16 17 -18 18 19 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-3.0343294593666756e-07 1.0067703428999435e-05 9.7816969810082813e-06 -9.7667750112493575e-06 -4.9400798070564637e-06 5.3625502251482743e-06 9.8329026741339486e-06 -1.1309957458519528e-05 -5.7234645464632197e-06 -1.3646721586982577e-05 -9.4014084697846553e-06 1.7160195396242601e-05 -3.178167759391012e-06 7.6275560409158055e-06 9.5516856640642805e-06 7.2616196278501714e-06 -2.6674554304484807e-07 -1.3161075072354796e-06 1.3708123261884403e-05 -8.2869451307487901e-06 -1.0141454181807191e-05 -9.7882215859120457e-06 6.2915713773037406e-07 1.1261020548166319e-05 -2.2274855336945623e-05 1.3849592303611442e-07 2.0836692574448534e-05 6.45526773344803e-06 -3.8733874038685139e-06 -2.5812133159248601e-06 5.6289626487190012e-06
leaf_weight=195 27 20 27 20 24 21 34 20 22 20 26 21 25 20 26 2201 23 28 20 22 24 20 30 20 27 20 39 42 27 30
leaf_count=195 27 20 27 20 24 21 34 20 22 20 26 21 25 20 26 2201 23 28 20 22 24 20 30 20 27 20 39 42 27 30
internal_value=0 1.11369e-07 -1.45438e-06 1.77681e-08 5.25356e-08 7.47182e-09 -3.49823e-06 7.57155e-08 1.28731e-09 4.31808e-08 2.82103e-06 -2.58213e-06 -5.68554e-08 1.45316e-08 2.59703e-06 -5.88876e-08 3.34205e-06 -1.22905e-07 1.15168e-06 -1.65096e-07 -2.89648e-07 7.3074e-07 1.53231e-06 -4.57009e-07 -9.3991e-06 1.07329e-05 2.58849e-06 1.79448e-07 2.75853e-06 -1.87467e-07
internal_weight=0 2899 222 2872 2852 2828 54 2774 2753 2733 95 69 2638 2618 47 2598 48 2550 295 267 2255 245 225 185 47 40 138 108 66 2231
internal_count=3121 2899 222 2872 2852 2828 54 2774 2753 2733 95 69 2638 2618 47 2598 48 2550 295 267 2255 245 225 185 47 40 138 108 66 2231
is_linear=0
shrinkage=0.1


Tree=5971
num_leaves=31
num_cat=0
split_feature=40 130 42 483 479 1446 16 16 482 1452 1455 16 12 160 4 52 475 156 51 13 133 2 1429 12 42 52 2 4 133 31
split_gain=5.02999e-08 1.16633e-07 8.13315e-08 6.67596e-08 8.00167e-08 6.28349e-08 5.63359e-08 1.42864e-07 2.08295e-07 1.61505e-07 1.78178e-07 1.20902e-07 3.26337e-07 1.94241e-07 2.0574e-07 3.52151e-07 4.82472e-07 1.69993e-07 1.66006e-07 1.88661e-07 1.53711e-07 1.73463e-07 1.50939e-07 1.7177e-07 4.27933e-07 2.59302e-07 3.4258e-07 1.1084e-07 1.0902e-07 1.07461e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 -0.47181499999999993 0.11469500000000001 -0.073109999999999994 0.057265000000000003 0.062650000000000025 0.11562500000000002 0.086765000000000023 0.087050000000000016 0.22339500000000004 0.092855000000000007 -0.088854999999999976 -0.50052499999999989 -0.56368999999999991 -0.024084999999999999 0.3248100000000001 -0.025879999999999997 -0.012119999999999997 0.088625000000000009 0.089320000000000024 -0.015219999999999999 0.090165000000000009 -0.076394999999999977 -0.40967499999999996 0.090790000000000023 -0.17966999999999997 0.091580000000000009 -0.082169999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 27 -8 9 10 11 12 18 -13 15 -15 -17 22 19 -9 21 -20 -16 25 -25 26 -24 -7 -26 -29
right_child=1 2 -4 4 -6 6 7 8 -10 -11 -12 13 -14 14 17 16 -18 -19 20 -21 -22 -23 23 24 28 -27 -28 29 -30 -31
leaf_value=4.9988749287877002e-06 -7.2875154940406489e-06 4.661820523021258e-06 5.1158499504268668e-06 5.1709190143889792e-06 -6.2301607440098281e-06 4.7141095338842067e-06 -7.1267231508695007e-06 -1.2517291613469506e-05 8.778106691850148e-06 -7.8303410173674592e-06 7.725894186677351e-06 -9.6040441439981813e-06 -1.4350972574932356e-05 -2.5781933397397819e-06 5.95332659764204e-06 9.6612269099632218e-07 2.1930837560614151e-05 -9.6247664010817863e-06 -3.9803427019554269e-07 4.3577189859681078e-07 -5.2393531495908982e-06 1.221178538798995e-05 -3.402322323856187e-07 -1.4494689841942291e-05 -2.3567517082594307e-06 -2.998936241077223e-06 1.7554959231347312e-05 -5.6200645965211816e-06 4.6884549374226487e-06 1.278826699683522e-07
leaf_weight=20 22 30 31 23 21 52 35 22 23 32 25 20 23 34 36 23 21 20 24 23 20 20 23 27 82 43 20 33 30 2263
leaf_count=20 22 30 31 23 21 52 35 22 23 32 25 20 23 34 36 23 21 20 24 23 20 20 23 27 82 43 20 33 30 2263
internal_value=0 -3.2245e-08 1.95952e-08 -3.22368e-08 -7.88974e-08 -3.57955e-08 -7.60626e-08 -9.18978e-07 -5.51345e-07 -9.29122e-07 -5.17109e-07 -9.20387e-07 -3.52677e-06 -1.26218e-08 5.21719e-07 5.06551e-06 1.0972e-05 -7.39547e-07 -1.24277e-06 -5.89684e-06 2.02962e-06 5.3337e-06 -5.86869e-08 -1.02061e-06 -3.19393e-06 2.49209e-06 7.98311e-06 1.48667e-07 -4.69643e-07 4.52684e-08
internal_weight=0 3101 3079 3048 3018 2997 2974 626 591 568 536 511 132 379 359 78 44 281 109 45 64 44 261 225 139 86 43 2348 112 2296
internal_count=3121 3101 3079 3048 3018 2997 2974 626 591 568 536 511 132 379 359 78 44 281 109 45 64 44 261 225 139 86 43 2348 112 2296
is_linear=0
shrinkage=0.1


Tree=5972
num_leaves=31
num_cat=0
split_feature=130 40 120 16 130 1204 1203 399 400 393 1186 33 1348 448 148 484 475 484 150 133 160 133 1429 156 483 12 453 156 156 12
split_gain=5.28901e-08 7.19953e-08 5.00051e-08 1.17916e-07 6.18954e-08 6.47558e-08 1.70773e-07 6.79925e-08 2.53604e-07 8.7022e-08 6.95023e-08 6.19397e-08 5.19665e-08 1.80713e-07 1.23401e-07 5.22496e-08 5.03813e-07 2.25737e-07 2.19159e-07 1.96927e-07 3.92038e-07 3.12108e-07 1.49897e-07 2.55642e-07 1.34631e-07 1.29854e-07 8.70888e-08 8.33632e-08 2.64626e-07 1.84849e-07
threshold=-0.23123999999999997 -0.24290999999999999 1.0000000180025095e-35 -0.0087049999999999992 -0.14628999999999995 0.058775000000000008 -1.0000000180025095e-35 0.092445000000000013 0.10931000000000002 0.11146500000000002 -0.10142499999999997 -0.044254999999999996 0.095915000000000014 0.056825000000000007 -0.088884999999999978 0.086135000000000017 -0.085684999999999997 0.085655000000000023 0.10699000000000002 0.089755000000000015 -0.23055499999999998 0.085760000000000017 -0.026244999999999997 0.092190000000000008 0.096720000000000014 0.083815000000000014 0.086795000000000011 0.09747500000000002 0.09148000000000002 0.10149500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 -6 9 -9 10 -8 -12 13 14 -13 17 -17 26 19 21 -21 22 -18 24 25 -24 27 28 -16 -29
right_child=1 2 3 -5 5 -7 7 8 -10 -11 11 12 -14 -15 15 16 18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=4.777678556978493e-06 -6.015879334881902e-06 -5.1017017843453992e-06 8.705975729060898e-06 -2.0229028177709551e-06 8.4380558983336112e-06 -5.40866548342158e-06 5.8390327694723971e-06 1.2276738052605653e-05 -2.5802304047896609e-06 -5.362152955234295e-06 5.3345343032907254e-06 -7.1430602401960644e-06 -5.0725447462831483e-06 9.1624368603030845e-06 -2.6243112361955166e-07 1.3934914263050553e-05 -6.5696275885871042e-06 -1.0556265628803799e-05 -1.0244350028187911e-05 -2.1258449479595902e-06 1.7017559845271534e-05 -8.8269996850660965e-06 -5.4052396825184029e-06 1.2944937425345414e-05 5.8504251254427284e-06 2.7196225693621051e-06 4.5436680710946137e-06 3.226734532099486e-06 -1.0044834271281746e-05 -5.756814861915364e-06
leaf_weight=23 20 24 21 20 24 22 20 20 27 31 21 25 21 21 2231 28 21 21 20 23 20 38 42 20 35 37 39 151 28 27
leaf_count=23 20 24 21 20 24 22 20 20 27 31 21 25 21 21 2231 28 21 21 20 23 20 38 42 20 35 37 39 151 28 27
internal_value=0 -3.5473e-08 3.38602e-09 3.47238e-06 -4.34459e-08 -3.15447e-09 3.66052e-08 -3.13539e-08 3.74188e-06 -9.20876e-08 -3.55379e-08 -7.64899e-08 -1.16389e-07 -7.95725e-08 -1.48739e-07 -8.58634e-08 1.1994e-06 -2.32044e-07 -1.9355e-07 6.58213e-07 6.77806e-06 -7.05278e-07 1.28585e-06 2.51694e-06 6.87464e-07 -1.59992e-06 -1.4448e-07 -2.19506e-07 -3.83683e-07 1.86406e-06
internal_weight=0 3098 3078 41 3037 3013 2991 2967 47 2920 2889 2869 2848 2827 2806 2781 284 2497 256 236 43 193 155 134 114 79 2476 2437 2259 178
internal_count=3121 3098 3078 41 3037 3013 2991 2967 47 2920 2889 2869 2848 2827 2806 2781 284 2497 256 236 43 193 155 134 114 79 2476 2437 2259 178
is_linear=0
shrinkage=0.1


Tree=5973
num_leaves=31
num_cat=0
split_feature=448 0 15 148 148 40 130 16 52 475 2 133 1375 16 1375 2 1447 2 15 2 2 2 52 15 2 15 4 13 4 1210
split_gain=5.71647e-08 1.0333e-07 1.78341e-07 5.18635e-08 9.97872e-08 6.19647e-08 7.29781e-08 6.15068e-08 1.7261e-07 9.15939e-08 4.16074e-07 3.8348e-07 3.79206e-07 5.54736e-07 1.91104e-07 9.19738e-08 6.94897e-07 6.35381e-07 8.54638e-07 5.3389e-07 7.26653e-07 6.40936e-07 5.18495e-07 3.52258e-07 3.65956e-07 3.3981e-07 2.99043e-07 4.43787e-07 2.4798e-07 2.40511e-07
threshold=0.068920000000000023 -0.24955499999999997 -0.13578499999999996 -0.098399999999999974 -0.084924999999999987 -0.24452499999999996 -0.22699999999999995 0.0039400000000000008 -0.19683499999999995 -0.086279999999999982 0.086950000000000013 0.047850000000000011 -0.15308499999999997 -0.011989999999999999 -0.090674999999999992 0.091055000000000011 0.040965000000000008 0.089775000000000008 0.082685000000000022 0.093320000000000014 0.092755000000000018 0.094095000000000012 -0.0015799999999999998 0.11069000000000001 0.089125000000000024 0.090615000000000015 -0.077999999999999986 -0.0079349999999999993 0.0033150000000000007 -0.062079999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -7 8 -8 10 -10 -12 13 -11 -14 16 17 23 22 20 25 -21 -19 24 -16 28 27 -23 -17 -28
right_child=-2 3 -4 4 5 6 7 -9 9 12 11 -13 14 -15 15 19 -18 18 -20 21 -22 26 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-1.6454650180590265e-06 -5.329095188244537e-06 -4.6660261962946002e-06 1.0948314941386976e-05 6.7113121407270558e-06 5.3649785903482033e-06 -6.1064790077125509e-06 9.4764755732512647e-06 -7.9951312595821851e-07 6.3237971969643842e-06 5.044972795076319e-08 -1.3441233932098841e-07 -1.9717054196917165e-05 -9.0175027648713342e-06 2.1241776312308503e-05 -5.912176925727712e-08 1.7377849657068945e-05 -1.7571438907591232e-05 -1.2121936189309372e-05 -2.4586261699255377e-05 -1.5426796321312745e-05 2.4322453793415444e-05 1.7835629137152864e-05 8.889293112209391e-06 1.2246005659108051e-05 1.0043168195635017e-05 -3.2850789105728277e-06 -1.0850276163836272e-05 -6.9560248497119969e-07 2.185617195622895e-06 3.3429422121566832e-07
leaf_weight=22 20 24 23 22 21 20 20 793 26 30 20 20 23 21 1162 21 23 23 24 26 21 24 24 25 37 39 20 28 22 497
leaf_count=22 20 24 23 22 21 20 20 793 26 30 20 20 23 21 1162 21 23 23 24 26 21 24 24 25 37 39 20 28 22 497
internal_value=0 3.43659e-08 4.79136e-06 -3.56814e-08 9.70371e-10 -4.80753e-08 -8.61061e-08 -4.55513e-08 2.29215e-07 1.43434e-07 -3.5244e-06 -9.92573e-06 2.5926e-07 8.77629e-06 4.62298e-08 1.49635e-07 -3.41902e-07 -3.58949e-08 -9.23284e-06 1.07778e-06 7.72497e-06 -7.29072e-08 -1.3928e-06 4.97588e-07 2.52625e-07 3.47439e-06 6.28677e-07 7.85727e-06 9.60508e-06 -9.83777e-08
internal_weight=0 3101 45 3056 3032 3010 2989 2969 2176 2156 66 40 2090 51 2039 2016 1318 1295 71 698 103 595 47 1224 1199 82 569 52 43 517
internal_count=3121 3101 45 3056 3032 3010 2989 2969 2176 2156 66 40 2090 51 2039 2016 1318 1295 71 698 103 595 47 1224 1199 82 569 52 43 517
is_linear=0
shrinkage=0.1


Tree=5974
num_leaves=31
num_cat=0
split_feature=123 123 130 1 124 123 123 123 39 9 3 33 123 33 34 376 46 472 1429 16 475 16 1 1 3 1 1447 15 16 48
split_gain=5.30075e-08 1.06066e-07 5.05651e-08 9.78068e-08 5.89324e-08 6.62472e-08 1.41163e-07 1.43943e-07 6.967e-08 1.37891e-07 4.6766e-07 1.76843e-07 6.48066e-08 9.66182e-08 1.21185e-07 7.17512e-08 7.1053e-08 1.21285e-07 7.22204e-08 1.68595e-07 4.07828e-07 8.00005e-08 1.29782e-07 3.8219e-07 5.12542e-07 2.9144e-07 4.60975e-07 2.73506e-07 5.03784e-07 2.53235e-07
threshold=0.13162000000000004 0.11410500000000003 -0.23123999999999997 0.16540500000000002 0.10634000000000002 0.086445000000000008 0.087755000000000014 0.089155000000000012 -1.0000000180025095e-35 0.092235000000000011 -0.13309499999999996 -0.0066799999999999993 0.085110000000000005 0.085305000000000006 -0.085114999999999982 0.084145000000000011 0.10253500000000002 0.094800000000000009 -0.23587499999999997 0.63636000000000015 0.093020000000000005 0.0039400000000000008 0.096860000000000016 0.093575000000000019 -0.076669999999999988 0.092390000000000014 0.059120000000000013 -0.015039999999999998 -0.076669999999999988 -0.072824999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 -7 -8 -4 11 -11 -10 13 14 -13 16 17 18 -16 20 21 22 23 25 -25 26 -20 29 -29 -24
right_child=-2 -3 3 -5 -6 6 7 -9 9 10 -12 12 -14 -15 15 -17 -18 -19 19 -21 -22 -23 27 24 -26 -27 -28 28 -30 -31
leaf_value=4.6549152933078842e-06 -5.1316557573954931e-06 6.9519082186078862e-06 5.6619426707336313e-06 -6.4101706660342948e-06 4.7392960578480808e-06 -9.5640376995023963e-06 6.8772656732107864e-06 -2.5624207330295013e-06 8.3067614258862497e-06 5.3924627290768965e-06 -1.5735783786526141e-05 7.7863727801741335e-06 5.6931580456875969e-06 -6.9450821843020091e-06 5.5895823149769617e-06 -5.5879754995658009e-06 -5.5133924255958694e-06 7.8267325488923237e-06 2.9267135683593039e-07 -6.7411672692262964e-06 1.4281787802019608e-05 -1.0159597112587918e-06 -9.8073404305978329e-06 -7.1987945321940492e-07 1.6643745093728395e-05 -8.8535034217998418e-06 1.4557483348693021e-05 2.1645609303959645e-06 -1.7365838968836607e-05 7.9457638503898032e-07
leaf_weight=23 20 22 22 24 26 22 20 84 26 20 22 20 20 20 23 23 23 20 1506 37 20 647 25 34 34 34 23 25 28 228
leaf_count=23 20 22 22 24 26 22 20 84 26 20 22 20 20 20 23 23 23 20 1506 37 20 647 25 34 34 34 23 25 28 228
internal_value=0 3.31001e-08 -1.6336e-08 -5.14927e-08 -1.16012e-09 -4.21621e-08 -2.28656e-06 -7.47096e-07 5.60304e-08 1.28779e-08 -5.67471e-06 9.7707e-08 2.12069e-08 -1.97459e-08 3.06202e-08 -2.61985e-08 2.10571e-08 6.84835e-08 1.02383e-08 -3.83512e-08 5.68885e-08 -5.32113e-08 2.68368e-07 6.22917e-07 7.96193e-06 3.03625e-07 5.0725e-07 -1.6214e-06 -8.15339e-06 -2.53044e-07
internal_weight=0 3101 3079 3056 3032 3006 126 104 2880 2858 42 2816 2790 2770 2750 2730 2707 2684 2664 2641 2604 2584 1937 1631 68 1563 1529 306 53 253
internal_count=3121 3101 3079 3056 3032 3006 126 104 2880 2858 42 2816 2790 2770 2750 2730 2707 2684 2664 2641 2604 2584 1937 1631 68 1563 1529 306 53 253
is_linear=0
shrinkage=0.1


Tree=5975
num_leaves=31
num_cat=0
split_feature=1429 474 156 156 157 157 157 12 42 4 156 156 156 156 16 1371 151 45 11 33 12 39 0 123 9 12 2 12 1 39
split_gain=5.03433e-08 9.32938e-08 1.01033e-07 2.11002e-07 1.70134e-07 9.02683e-07 3.34456e-07 2.92354e-07 2.02688e-07 1.84822e-07 1.14714e-07 1.70336e-07 2.12197e-07 1.27785e-07 5.02182e-07 1.6967e-07 1.41284e-07 1.01829e-07 3.08931e-07 9.90464e-08 6.83787e-08 1.31994e-07 1.38922e-07 1.27464e-07 8.96788e-08 2.04483e-07 7.06838e-08 8.62116e-08 1.4696e-07 1.78936e-07
threshold=0.12521000000000002 -0.26322499999999993 0.09747500000000002 0.092385000000000009 -0.04831499999999999 -0.0036449999999999994 0.10645500000000001 0.093765000000000015 0.087665000000000007 0.50996500000000011 0.091155000000000014 0.089950000000000016 0.089090000000000016 0.08759500000000002 -0.0087049999999999992 0.083235000000000017 -0.54279999999999984 0.094030000000000016 -1.0000000180025095e-35 -0.009184999999999997 -0.092484999999999984 0.08512500000000002 -0.14226499999999997 0.084785000000000013 0.085355000000000014 0.088795000000000013 -0.045829999999999989 -0.083994999999999986 0.10684 0.089790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 7 -6 -7 9 -8 -4 11 12 13 15 -15 16 -3 18 -18 -20 21 22 -21 -23 26 -26 -22 28 -28 -30
right_child=-2 2 4 -5 5 6 8 -9 -10 -11 -12 -13 -14 14 -16 -17 17 -19 19 20 24 23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-5.5817632952918461e-06 5.0010383301923874e-06 -7.8988711226449351e-06 7.5521488789068578e-06 -8.3317872886548319e-06 2.4067363904549667e-05 -8.7386479319943819e-06 1.04460207436811e-05 -9.6686989376461575e-06 -1.3840905694451067e-06 -3.705512150190771e-06 6.9968446041457355e-06 -9.0668055474365939e-06 1.0236710269282413e-05 -1.4161711906776224e-05 5.3376038913484086e-06 7.0138288522765145e-06 1.2424654899518829e-05 -5.386117164951949e-06 -6.44573900293229e-06 7.7991089214761317e-06 -5.8744100681451532e-06 -1.8738452507188248e-06 -2.5236603036660201e-06 -1.0162279490292091e-05 1.1777677861703393e-05 -1.6076234078354902e-06 -1.7931959665739053e-06 -1.197038438016547e-08 1.3541652412062503e-05 6.3651640673578234e-07
leaf_weight=30 20 23 35 31 20 27 30 27 28 25 23 21 20 28 25 34 20 35 24 22 20 55 32 28 21 25 31 2318 22 21
leaf_count=30 20 23 35 31 20 27 30 27 28 25 23 21 20 28 25 34 20 35 24 22 20 55 32 28 21 25 31 2318 22 21
internal_value=0 -3.2251e-08 2.19611e-08 -1.26162e-07 2.24303e-06 4.95267e-06 4.55089e-07 -1.02721e-06 4.73493e-06 2.86146e-06 -3.6845e-08 -9.41104e-08 -2.69112e-08 -1.00644e-07 -4.96392e-06 -6.26343e-09 -9.47629e-08 -2.76371e-08 4.34303e-08 -5.1119e-08 8.02203e-09 -2.16629e-06 1.68191e-06 -4.66994e-06 1.2921e-07 4.50306e-06 4.57954e-08 9.52955e-08 3.45533e-06 7.23914e-06
internal_weight=0 3101 3071 2879 192 105 85 87 58 60 2848 2825 2804 2784 53 2731 2697 2674 2639 2619 2595 137 54 83 2458 46 2412 2392 74 43
internal_count=3121 3101 3071 2879 192 105 85 87 58 60 2848 2825 2804 2784 53 2731 2697 2674 2639 2619 2595 137 54 83 2458 46 2412 2392 74 43
is_linear=0
shrinkage=0.1


Tree=5976
num_leaves=31
num_cat=0
split_feature=120 1 120 4 9 10 2 2 3 33 34 10 4 16 16 42 402 16 52 1213 1213 402 52 2 403 2 403 1213 16 16
split_gain=4.73327e-08 9.56098e-08 1.88481e-07 1.14385e-07 6.88934e-08 1.43712e-07 2.60483e-07 1.3835e-07 1.07912e-07 5.96758e-08 6.25707e-08 5.62378e-08 1.33697e-06 5.67385e-08 2.38913e-07 8.0555e-07 2.51982e-07 1.87896e-07 2.93835e-07 1.71153e-07 1.17486e-06 4.62571e-07 4.378e-07 7.35696e-07 1.96256e-07 3.72314e-07 1.97454e-07 2.03031e-07 1.98856e-07 2.61121e-07
threshold=0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.63113500000000011 0.092410000000000006 0.053330000000000009 -0.13033999999999998 -0.090999999999999984 -0.10831999999999999 0.085305000000000006 -0.084769999999999984 -0.011559999999999999 0.053180000000000012 -0.083134999999999987 -0.082179999999999989 -0.088249999999999981 0.15960500000000002 -0.08453999999999999 -0.083374999999999991 -0.084619999999999987 -0.088064999999999991 0.10607000000000001 0.08734500000000002 0.084715000000000013 0.089965000000000017 0.087545000000000026 0.022375000000000003 0.093235000000000026 -0.08595499999999999 -0.087484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 -6 10 -9 12 -12 17 15 -15 -16 18 -13 20 22 24 23 -20 26 -26 27 28 29 -21
right_child=-2 -3 -4 -5 8 6 -8 9 -10 -11 11 13 -14 14 16 -17 -18 -19 19 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=7.2839132170744201e-06 -4.2489120888743717e-06 6.3228595659362939e-06 -9.689545031221769e-06 7.0754993509541706e-06 -1.1890505038536505e-06 2.0567518686220867e-06 -1.4082727509503457e-05 5.4331706570294392e-06 9.0746226175854519e-06 -5.4867716380613273e-06 -1.7709262669995952e-05 9.9379945991299958e-06 1.5669524171763833e-05 -4.9839468464559415e-06 2.8546468103667034e-07 2.1834729884739363e-05 -1.0481735229074152e-05 -7.8049558630612289e-06 -6.6054486296707184e-06 -1.3465353100058502e-06 2.4995958601721216e-05 -1.4318102166026409e-05 -1.0022820760911458e-05 1.4373200959028055e-05 1.4023808016446537e-05 -2.3782323646701704e-06 -9.7602670778612202e-06 6.3215131941998724e-06 -1.0640682343033736e-05 1.0273779594172083e-05
leaf_weight=26 26 24 20 23 20 20 20 21 21 20 28 27 21 24 1806 21 22 35 35 584 20 26 38 32 25 31 26 37 22 20
leaf_count=26 26 24 20 23 20 20 20 21 21 20 28 27 21 24 1806 21 22 35 35 584 20 26 38 32 25 31 26 37 22 20
internal_value=0 3.56893e-08 -1.34452e-08 4.99838e-08 -3.38038e-09 -5.92641e-08 -6.01299e-06 2.15465e-08 4.06795e-06 -4.30962e-08 -5.56659e-09 -4.5224e-08 -3.40407e-06 1.29121e-08 3.33084e-07 7.53144e-06 1.55881e-07 -6.1306e-07 -3.40345e-07 -6.50071e-07 2.78243e-06 -1.20657e-06 -1.44872e-06 3.4142e-06 -7.48989e-07 4.94411e-06 -1.21171e-06 -8.76471e-07 -1.30191e-06 -9.61757e-07
internal_weight=0 3095 3071 3051 3028 2987 40 2947 41 2921 2901 2880 49 2831 1873 45 1828 958 923 896 125 771 105 67 745 56 689 663 626 604
internal_count=3121 3095 3071 3051 3028 2987 40 2947 41 2921 2901 2880 49 2831 1873 45 1828 958 923 896 125 771 105 67 745 56 689 663 626 604
is_linear=0
shrinkage=0.1


Tree=5977
num_leaves=31
num_cat=0
split_feature=132 1203 394 1213 16 0 132 13 52 402 16 2 402 402 1208 1208 403 15 403 1213 1213 1213 1213 403 2 401 52 16 482 4
split_gain=4.72106e-08 2.78417e-07 2.40328e-07 5.58626e-08 5.53743e-08 1.03213e-07 1.17632e-07 7.58946e-08 9.52154e-08 5.02002e-08 2.41188e-07 8.56083e-08 8.39719e-08 6.27151e-08 8.31713e-08 2.75871e-07 1.08811e-07 5.91282e-07 8.78671e-08 6.00206e-08 5.86995e-07 6.089e-07 4.39499e-07 3.41685e-07 4.69131e-07 2.64454e-07 4.85402e-07 1.64998e-07 1.0451e-07 6.67924e-08
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 0.087530000000000011 -0.097644999999999996 -0.095504999999999993 -0.41094499999999995 -0.0087749999999999981 0.087435000000000013 -0.45454999999999995 -0.069144999999999984 0.086000000000000007 -0.40883999999999993 -0.17973499999999998 0.11846000000000001 0.092250000000000013 -0.5335399999999999 0.087575000000000014 -0.51931999999999989 -0.085284999999999986 -0.087969999999999979 -0.090324999999999989 -0.082414999999999974 -0.0047449999999999992 0.084755000000000011 0.10022000000000002 0.085175000000000015 -0.091114999999999988 -0.29722999999999994 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 -1 -6 -7 8 -8 10 11 -2 -11 -14 15 16 17 -15 -18 20 21 23 -21 24 -20 27 -27 -25 -24 -29
right_child=2 -3 -4 -5 5 6 7 -9 -10 12 -12 -13 13 14 -16 -17 18 -19 19 22 -22 -23 28 25 -26 26 -28 29 -30 -31
leaf_value=3.1449572910285752e-06 -6.3213292118494539e-06 -1.2665482910847459e-05 1.0518201716794548e-05 4.7286342532970599e-06 -8.3136431234720474e-06 4.4485354388090112e-06 2.9667913534265408e-06 -6.0196580648153036e-06 -5.5060719162048336e-06 -4.773128037757832e-06 1.0580197507806588e-05 2.1917548683295201e-06 4.0042749986195047e-06 -7.8380110911287683e-06 6.3907496314641323e-06 -9.3116841895835026e-06 -6.2113383176873199e-06 1.4535094757135354e-05 2.0161279080639362e-05 -1.1271950993432256e-05 1.3253891366578804e-05 -1.7182464757752312e-05 6.0898278629143282e-06 1.0644317928836246e-05 -1.0001638739512685e-06 3.1111453725502662e-07 -1.8850377155104071e-05 3.4109897156171928e-06 -5.621611838881451e-08 -4.5737703419490573e-06
leaf_weight=29 21 20 22 20 20 34 36 36 21 37 25 27 39 21 20 32 23 27 20 35 36 20 28 20 22 39 20 22 2329 20
leaf_count=29 21 20 22 20 20 34 36 36 21 37 25 27 39 21 20 32 23 27 20 35 36 20 28 20 22 39 20 22 2329 20
internal_value=0 -1.42633e-06 1.06054e-07 -2.79474e-07 -8.48577e-07 -1.63642e-06 -5.84886e-07 -2.42506e-06 -1.5479e-07 2.65994e-08 2.61554e-06 -1.53272e-06 -4.06578e-08 2.24873e-08 -3.43121e-08 -8.16597e-08 2.84674e-08 4.74686e-06 -5.7517e-08 -3.3087e-09 1.58124e-06 -7.1502e-07 -1.48382e-07 1.30553e-06 9.07671e-06 -1.39191e-06 -6.18431e-06 3.16859e-06 1.67959e-08 -3.91277e-07
internal_weight=0 216 2905 196 176 147 127 93 57 2883 73 48 2810 2773 2734 2714 2682 48 2634 2611 219 183 2392 163 42 121 59 62 2357 42
internal_count=3121 216 2905 196 176 147 127 93 57 2883 73 48 2810 2773 2734 2714 2682 48 2634 2611 219 183 2392 163 42 121 59 62 2357 42
is_linear=0
shrinkage=0.1


Tree=5978
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 1212 16 1210 402 402 13 12 402 401 391 133 16 403 402 43 43 1210 51 3 159 402 401 43 3 41 33
split_gain=4.8929e-08 1.35059e-06 7.78635e-07 2.38214e-07 5.03811e-08 7.02573e-07 1.59166e-06 5.35394e-07 1.57048e-07 1.10732e-07 1.20158e-07 9.5553e-08 6.59599e-08 2.04914e-07 8.51596e-08 1.207e-07 1.18748e-07 1.39165e-07 9.14222e-08 4.14204e-07 2.76461e-07 2.10924e-07 1.33613e-07 1.66686e-07 9.19729e-08 1.59556e-07 1.21334e-07 1.70984e-07 1.25831e-07 1.90991e-07
threshold=-0.083284999999999984 0.10450500000000001 0.12679500000000002 0.089480000000000018 -0.089544999999999986 -0.092484999999999984 -0.026879999999999998 0.23460000000000003 0.11522000000000002 -0.010739999999999998 0.090345000000000023 0.10913500000000002 0.10632500000000002 -0.087114999999999984 -0.49970500000000001 -0.080789999999999987 0.10584500000000001 0.099740000000000009 0.062770000000000006 0.055925000000000009 0.15724500000000002 0.081440000000000026 -0.080884999999999985 0.085240000000000024 -0.46140499999999995 -0.099524999999999988 0.0061450000000000003 -0.084319999999999992 0.088520000000000015 -0.0066799999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -2 -7 8 11 10 -8 12 13 -6 15 -15 17 18 19 20 24 22 -20 -24 -16 -26 28 -28 29 -27
right_child=2 -3 -4 -5 7 6 9 -9 -10 -11 -12 -13 -14 14 16 -17 -18 -19 21 -21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=1.0824519008657497e-07 -1.2079807245056276e-05 2.6212752452465796e-05 -1.9771781217059471e-05 -1.1398934465205458e-05 -1.0088610168281775e-05 3.1097045485921626e-05 -1.9085683267879481e-06 -1.4630688370743884e-05 6.7258104757326827e-06 -6.6291876854458164e-06 7.1158771120281019e-06 -6.1697221535723662e-06 5.3735814340736553e-06 9.0727128244907356e-06 5.0422467481709918e-06 -7.5379526606411676e-07 -6.6043302244570107e-06 7.3411786056217708e-06 2.3497158606135471e-06 1.0799475922280205e-05 -1.1166820993160152e-05 -1.1594424927352521e-05 -6.1911077133257869e-06 3.1566048552054715e-06 -7.1089368688145418e-06 8.0234685932130866e-06 -6.3962556851038244e-07 1.1565435463787502e-05 -6.2167649232947042e-06 -1.2156050349675386e-08
leaf_weight=179 28 20 20 20 20 20 36 25 35 21 25 25 23 25 37 25 27 26 70 36 22 21 65 27 31 30 24 22 32 2104
leaf_count=179 28 20 20 20 20 20 36 25 35 21 25 25 23 25 37 25 27 26 70 36 22 21 65 27 31 30 24 22 32 2104
internal_value=0 1.44133e-06 -1.08764e-07 -1.04826e-06 2.76899e-08 1.9514e-06 5.8031e-06 -6.3183e-08 7.03658e-08 -3.66152e-07 1.78997e-06 -1.61648e-08 4.15176e-08 -4.86575e-09 7.19921e-08 4.15946e-06 -7.40706e-09 6.2525e-08 -1.25424e-08 1.55935e-07 -1.05144e-08 -2.16501e-06 -9.42676e-07 -3.44776e-06 9.71342e-08 1.55608e-08 1.15407e-07 5.19758e-06 7.47518e-09 1.0081e-07
internal_weight=0 219 2902 199 2882 130 102 2752 2727 82 61 2692 2667 2644 2624 50 2574 2547 2521 2338 2302 183 162 92 2280 2243 2212 46 2166 2134
internal_count=3121 219 2902 199 2882 130 102 2752 2727 82 61 2692 2667 2644 2624 50 2574 2547 2521 2338 2302 183 162 92 2280 2243 2212 46 2166 2134
is_linear=0
shrinkage=0.1


Tree=5979
num_leaves=31
num_cat=0
split_feature=402 401 403 132 1185 15 1186 1213 399 2 42 16 1212 1213 1212 402 42 52 3 52 402 1185 1185 1213 1212 128 394 129 129 16
split_gain=4.95781e-08 8.45024e-08 6.84523e-08 6.935e-08 2.88178e-07 1.25344e-07 7.0969e-08 8.29991e-08 7.97581e-08 1.10009e-07 2.2009e-07 6.62347e-08 6.27047e-08 5.90439e-08 6.47289e-07 5.29458e-07 3.26621e-07 6.0994e-07 1.74106e-07 1.74667e-07 1.3519e-07 6.71889e-08 9.14624e-08 7.21355e-08 1.06856e-07 1.06348e-07 8.80207e-08 9.30719e-08 2.53742e-07 1.87532e-07
threshold=0.31278000000000006 0.13699500000000003 0.51291000000000009 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.086260000000000017 0.08759500000000002 0.089320000000000024 -0.049004999999999993 -0.085254999999999984 0.14560000000000003 -0.090764999999999985 -0.089544999999999986 0.11174500000000002 0.086730000000000015 0.047850000000000011 -0.082284999999999983 0.085815000000000016 0.10323000000000002 0.093750000000000014 0.08777500000000002 0.12955000000000003 0.11579500000000002 0.11976500000000002 -0.093064999999999981 0.085395000000000013 0.080675000000000011 -0.090054999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 9 10 -1 -10 13 16 -15 20 18 -18 19 -6 21 22 23 25 -25 26 -16 28 -28 -29
right_child=-2 -3 -4 4 12 -7 -8 -9 11 -11 -12 -13 -14 14 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-1.2552416473436796e-05 4.8424996358724984e-06 -6.2083627860622747e-06 4.1211682579955779e-06 1.1759840864605005e-05 -7.056494275066901e-06 -8.9255773756039247e-06 -6.446792362372176e-06 5.1662362655709641e-06 -2.2797916055120976e-06 1.2991445442601232e-06 5.8859138152911325e-07 4.234244221917121e-06 5.2015324874209126e-06 1.4195050003706912e-05 -5.7130814268559875e-06 -1.3322495108999042e-05 1.8762794737388809e-06 -1.9049911153300717e-05 9.3180505274403923e-06 5.4316155564308813e-06 6.3986081369021679e-06 -5.8164270035376835e-06 6.7382247652503229e-06 -8.0657478762262782e-06 1.3229473965607628e-06 7.2868032430051248e-06 -4.1008808888784708e-08 7.1529641272886857e-06 -1.1355015990375252e-05 9.0683526017844838e-09
leaf_weight=26 21 22 40 21 24 22 21 24 27 33 25 37 23 32 27 30 30 26 24 21 33 20 20 27 22 20 2234 54 20 115
leaf_count=26 21 22 40 21 24 22 21 24 27 33 25 37 23 32 27 30 30 26 24 21 33 20 20 27 22 20 2234 54 20 115
internal_value=0 -3.27982e-08 1.13416e-08 -4.27706e-08 8.90833e-08 -1.77404e-06 -9.58842e-07 -2.88802e-07 -1.1734e-06 -3.19972e-06 -6.11075e-06 1.48614e-06 1.61507e-09 -4.14213e-08 5.86127e-08 -1.13914e-07 -2.16534e-06 -7.83945e-06 2.43973e-06 -1.22871e-06 3.89628e-08 -4.30491e-08 2.42849e-09 -5.10514e-08 -3.85042e-06 2.43206e-08 -3.4965e-08 2.83074e-08 -1.41399e-07 2.29173e-06
internal_weight=0 3100 3078 3038 2823 215 193 172 148 84 51 64 2802 2779 2654 2622 125 56 69 45 2592 2559 2539 2519 49 2470 2450 2423 2254 169
internal_count=3121 3100 3078 3038 2823 215 193 172 148 84 51 64 2802 2779 2654 2622 125 56 69 45 2592 2559 2539 2519 49 2470 2450 2423 2254 169
is_linear=0
shrinkage=0.1


Tree=5980
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 16 4 402 16 16 13 1209 42 50 403 49 0 13 16 133 43 41 41 1209 483 12 150 151 148 457
split_gain=5.16849e-08 1.46216e-06 7.71452e-07 3.21049e-07 5.43507e-08 4.66767e-08 1.81452e-07 1.68983e-07 1.38751e-07 6.76997e-07 1.10729e-06 3.48504e-07 9.06277e-07 3.04074e-07 6.16174e-07 5.15628e-07 2.55928e-07 1.25628e-07 1.26691e-07 1.18067e-07 1.33914e-07 1.16288e-07 2.36538e-07 1.28721e-07 1.08049e-07 2.47349e-07 2.46513e-07 1.29009e-07 1.50779e-07 1.45327e-07
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.081664999999999988 -0.15241499999999997 -0.064804999999999988 0.095140000000000016 -0.095094999999999985 -0.092484999999999984 -0.091559999999999989 -0.087199999999999986 0.087405000000000024 0.092620000000000022 -0.014954999999999998 0.085805000000000006 -0.094299999999999981 -0.081029999999999977 -0.13941499999999998 -0.023589999999999996 -0.008069999999999999 0.08690500000000001 0.076195000000000013 -0.074484999999999982 0.098395000000000024 0.12757000000000002 0.12416000000000001 0.057610000000000008 -0.081574999999999995 0.09228500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 -6 19 13 10 -10 12 -11 14 -7 16 -16 18 -15 20 -8 22 23 -13 25 26 27 28 -21 -30
right_child=2 -3 4 -5 5 8 7 -9 9 11 -12 21 -14 17 15 -17 -18 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.7007617874242626e-07 -1.8766597407772099e-05 2.6571243021559596e-05 3.3675221748315688e-06 -1.319260260174815e-05 -8.8929059630673787e-06 -6.7978545303049037e-06 1.1021575119229965e-05 -7.6989447442817526e-06 4.4142434241869275e-06 -8.0529051228950269e-06 -2.634653754421379e-05 -7.1882393167470593e-06 1.9428551392858636e-05 -1.1781178272940451e-05 1.9505369555890169e-05 -2.3602585988905612e-06 7.2199339971727266e-06 2.1362396095730004e-06 -6.6028896385649297e-07 -8.379258274328008e-06 -2.844717693568038e-07 -5.7283529908046059e-06 8.2348903717794597e-06 3.2763313064158753e-08 6.6585014940301336e-06 -1.0924181983138783e-05 1.0027967296495759e-05 -6.9394873190020689e-06 -2.7734811229938132e-07 8.4052397791570653e-06
leaf_weight=178 22 21 48 20 27 30 20 30 22 20 25 25 30 20 39 26 30 34 21 21 22 35 35 1967 20 23 22 32 235 21
leaf_count=178 22 21 48 20 27 30 20 30 22 20 25 25 30 20 39 26 30 34 21 21 22 35 35 1967 20 23 22 32 235 21
internal_value=0 1.48136e-06 -1.11795e-07 -1.17969e-06 3.07069e-08 -2.58493e-08 -9.32493e-07 -4.50585e-07 1.55941e-07 -7.74819e-08 -1.19479e-05 1.86679e-07 8.43597e-06 2.67574e-06 5.69604e-06 9.64148e-06 1.41639e-05 -2.3581e-06 -6.08511e-06 7.21333e-08 5.09936e-06 -1.3352e-08 8.53284e-08 -5.78617e-08 -4.92422e-07 -8.96429e-07 -1.99636e-07 -9.27815e-07 -2.33326e-07 4.34895e-07
internal_weight=0 219 2902 198 2880 2832 473 446 2359 2159 47 2112 50 200 125 95 69 75 41 416 42 2062 2027 1992 374 354 331 309 277 256
internal_count=3121 219 2902 198 2880 2832 473 446 2359 2159 47 2112 50 200 125 95 69 75 41 416 42 2062 2027 1992 374 354 331 309 277 256
is_linear=0
shrinkage=0.1


Tree=5981
num_leaves=31
num_cat=0
split_feature=40 130 39 132 393 1203 42 13 13 16 3 43 0 52 0 12 1 11 33 47 47 47 1451 1212 401 12 12 12 12 3
split_gain=5.25713e-08 1.19146e-07 9.66978e-08 5.4379e-08 2.73017e-07 2.69104e-07 5.21404e-08 5.5526e-08 6.04164e-08 2.71142e-07 1.49546e-07 2.33659e-07 1.30294e-07 4.63257e-07 7.97862e-07 1.48458e-07 1.23019e-07 9.48585e-08 1.20643e-07 8.91728e-08 6.30095e-07 6.2216e-07 9.84757e-08 8.90301e-08 9.62026e-08 9.7522e-08 6.84323e-07 4.12365e-07 3.36911e-07 3.91539e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15438500000000002 -0.083449999999999983 0.12679500000000002 0.089480000000000018 -0.23802999999999999 0.27020000000000005 0.10002500000000002 0.26676500000000009 -0.13309499999999996 -0.11720999999999999 0.10455500000000001 -0.56022499999999986 0.12500000000000003 1.0000000180025095e-35 0.077565000000000009 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.090100000000000013 0.095645000000000022 -0.52517999999999987 0.13274500000000003 0.096525000000000014 0.096990000000000007 0.097575000000000009 0.095330000000000012 -0.07908999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 -3 -5 8 12 10 16 -12 17 -14 -15 -16 -10 -8 -19 21 -21 22 23 -20 25 28 -27 -28 -25 -30
right_child=1 2 -4 4 -6 -7 7 -9 9 -11 11 -13 13 14 15 -17 -18 18 19 20 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=5.1104942667734586e-06 -7.3659626919338324e-06 -4.2570673929217787e-07 6.7820124535328004e-06 4.7439873863753673e-06 1.1185452678381063e-05 -1.2608620183982567e-05 6.4458170329643243e-06 -3.9948644892514755e-06 1.0432433805362962e-05 1.0296982428635896e-05 4.3660011215251873e-07 -1.1696558483111273e-05 7.7138958282564008e-06 -2.1230086113738019e-05 -7.0252862315101087e-06 2.87757776532533e-06 -2.9120254893037468e-07 -7.3782533284181474e-06 6.6169582623842878e-06 1.8412507575877026e-05 3.6359467671621931e-07 -1.4700314634332056e-05 6.7015551435774384e-06 -3.3003964197437521e-08 -6.3816450430446522e-06 1.9568282391446703e-05 -1.3070131864792313e-05 1.5964407795817953e-06 -1.9142508363074741e-05 -1.6029103478233864e-06
leaf_weight=20 22 194 21 23 22 20 23 35 20 31 65 21 29 27 24 41 23 22 20 21 245 29 22 1761 24 20 21 220 20 35
leaf_count=20 22 194 21 23 22 20 23 35 20 31 65 21 29 27 24 41 23 22 20 21 245 29 22 1761 24 20 21 220 20 35
internal_value=0 -3.29654e-08 1.94302e-08 -2.701e-08 8.86648e-08 -1.5643e-06 2.15552e-09 -3.68092e-08 1.33109e-08 1.89943e-06 -1.18587e-07 -2.52615e-06 -1.0258e-07 -3.30691e-06 -6.78085e-06 -7.78864e-07 4.69654e-06 5.35716e-08 -6.19334e-09 6.03306e-08 1.78851e-06 -1.51316e-07 4.55678e-08 -2.34712e-08 -8.66833e-08 -1.39442e-08 1.79352e-06 3.18441e-07 -2.73718e-07 -7.98095e-06
internal_weight=0 3101 3079 3058 2844 214 2822 2799 2764 160 129 86 2604 121 92 65 43 2483 2460 2438 266 2172 2143 2121 2101 2077 261 241 1816 55
internal_count=3121 3101 3079 3058 2844 214 2822 2799 2764 160 129 86 2604 121 92 65 43 2483 2460 2438 266 2172 2143 2121 2101 2077 261 241 1816 55
is_linear=0
shrinkage=0.1


Tree=5982
num_leaves=31
num_cat=0
split_feature=132 1186 394 1203 129 0 0 1210 9 0 0 0 484 4 1213 4 402 42 2 1212 160 3 3 0 0 403 43 43 45 4
split_gain=5.08738e-08 1.35909e-06 7.2978e-07 1.31632e-07 5.16168e-08 6.73411e-08 6.62485e-07 6.13283e-07 2.00333e-07 1.41041e-07 3.15644e-07 2.02707e-07 6.30129e-07 9.75324e-07 5.96286e-07 1.12727e-06 1.1075e-06 5.18172e-07 9.60769e-07 2.78584e-07 1.90446e-07 1.8158e-07 1.7741e-07 1.53011e-07 2.89401e-07 1.68811e-07 1.54932e-07 4.93629e-07 1.29026e-07 1.55683e-07
threshold=-0.083284999999999984 0.0044650000000000011 0.12358500000000001 0.087075000000000014 -0.082304999999999975 -0.083804999999999977 -0.084044999999999995 -0.41266499999999995 0.088235000000000022 -0.084674999999999986 -0.085134999999999975 -0.086729999999999988 -0.081614999999999979 -0.082594999999999988 0.04198000000000001 -0.080924999999999983 0.10607000000000001 0.086950000000000013 0.087505000000000013 -0.020729999999999995 -1.0000000180025095e-35 -0.086869999999999989 -0.085384999999999975 -0.087319999999999995 -0.087974999999999984 0.088465000000000002 0.084740000000000024 0.16180500000000003 0.094030000000000016 -0.0057249999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 6 8 -7 9 10 11 14 -13 -14 16 -16 19 18 22 -6 -11 -12 -15 24 25 26 28 -28 29 -21
right_child=2 -3 -4 -5 5 7 -8 -9 -10 20 21 12 13 17 15 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.773922910786041e-07 4.2187802607478608e-06 2.5043185300174545e-05 -1.9147072507621487e-05 -7.9430804871662991e-06 -8.7284298784559217e-06 1.7410272050169407e-05 -1.7358552501086113e-05 1.9980762585708839e-07 -9.4933818465268935e-06 1.2354115427201796e-05 -1.5829127460165182e-06 -1.3015476710052099e-05 2.3782343323546229e-05 -1.7809100518206834e-05 2.8571502032122001e-05 -1.6508803408341498e-07 -1.8811535335985624e-05 1.2048961545732792e-05 1.4060851838916155e-05 2.3373872328501061e-06 3.711875946363661e-07 -1.4484389834024115e-05 -5.4962937720119957e-06 7.1790339745803074e-06 -8.9877290077778086e-06 6.9499772442494609e-06 -1.5934936546273093e-05 2.0656985352382969e-06 -7.7702666999357465e-06 -6.9270685725227812e-07
leaf_weight=172 29 22 20 25 39 21 23 1474 23 21 20 20 25 22 20 43 34 33 22 261 36 24 25 28 37 34 25 39 20 484
leaf_count=172 29 22 20 25 39 21 23 1474 23 21 20 20 25 22 20 43 34 33 22 261 36 24 25 28 37 34 25 39 20 484
internal_value=0 1.46969e-06 -1.10917e-07 -1.16289e-06 2.11873e-08 -2.14802e-08 -5.31233e-07 4.4156e-07 -2.41325e-07 -7.91315e-08 -3.00095e-07 2.19975e-09 3.48297e-06 6.08115e-06 -4.78696e-07 8.95764e-06 -1.07259e-06 1.74262e-06 -3.1865e-06 -4.48884e-07 4.78595e-06 -8.62008e-06 -1.12597e-05 -1.00929e-07 -3.27417e-07 4.38826e-08 -2.39359e-07 -4.9658e-06 1.56056e-07 3.68843e-07
internal_weight=0 219 2902 197 2882 2853 1358 1495 1335 1312 1255 1211 147 127 1064 63 1001 102 69 967 57 44 47 928 900 863 829 64 765 745
internal_count=3121 219 2902 197 2882 2853 1358 1495 1335 1312 1255 1211 147 127 1064 63 1001 102 69 967 57 44 47 928 900 863 829 64 765 745
is_linear=0
shrinkage=0.1


Tree=5983
num_leaves=31
num_cat=0
split_feature=120 1 120 2 9 10 2 2 3 10 16 2 123 132 1203 132 50 131 131 160 480 128 1212 1213 1456 159 131 131 131 481
split_gain=4.40524e-08 7.81431e-08 1.56418e-07 1.27273e-07 5.21191e-08 1.14168e-07 2.19762e-07 1.27393e-07 1.01789e-07 5.86702e-08 1.27335e-06 4.93237e-08 1.88836e-07 4.91709e-08 1.32041e-06 6.35502e-07 2.60736e-07 5.45261e-08 4.43687e-07 1.89062e-07 1.50085e-07 1.25917e-07 2.75905e-07 1.36455e-07 1.04969e-07 1.80633e-07 1.02296e-07 1.31356e-07 1.30216e-07 1.02093e-07
threshold=0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.092410000000000006 0.053330000000000009 -0.15339499999999998 -0.090999999999999984 -0.014944999999999998 -0.011559999999999999 -0.056919999999999991 -0.0050599999999999994 0.083855000000000013 -0.083284999999999984 0.089480000000000018 -0.076764999999999986 0.10022000000000002 0.090690000000000007 0.090175000000000019 -0.4136149999999999 0.11303500000000001 0.088865000000000013 0.087505000000000013 -0.012019999999999998 -0.052299999999999992 -0.087844999999999993 0.10314000000000002 0.096490000000000006 0.11266000000000001 -0.087424999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 -6 10 -9 12 -11 14 16 -15 -13 18 20 -19 29 22 23 -21 -25 -26 27 -27 -28 -17
right_child=-2 -3 -4 -5 8 6 -8 9 -10 11 -12 13 -14 15 -16 17 -18 19 -20 21 -22 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=6.8516244400345593e-06 -4.0990400328575137e-06 5.7183649526374822e-06 -8.8247281564690644e-06 7.6263299723161085e-06 -7.9258767912576261e-07 2.2027461380957901e-06 -1.244408151597738e-05 -1.5646494079098427e-05 8.6965660739224417e-06 1.0412511828690185e-05 1.4437951051604614e-05 7.3649065437647932e-08 -3.1646860590973079e-06 -1.7911211789396478e-05 2.5227675572922624e-05 -3.4969119225665551e-06 -1.1997191013506382e-05 9.9418847797926954e-06 -1.4656813343771363e-05 7.5163392168555036e-06 6.2627239519831684e-06 7.0376602943051018e-06 -8.544602225329607e-06 6.1249937717688088e-06 -9.6316269900853522e-06 4.9939960282496575e-08 -7.2014065979904749e-06 8.9082576061208306e-06 9.6303177567084024e-07 -2.0874346388338623e-08
leaf_weight=27 26 24 20 22 26 20 21 34 20 20 24 170 21 20 21 88 20 23 21 29 37 27 34 26 20 47 30 26 56 2121
leaf_count=27 26 24 20 22 26 20 21 34 20 20 24 170 21 20 21 88 20 23 21 29 37 27 34 26 20 47 30 26 56 2121
internal_value=0 3.44288e-08 -9.9914e-09 4.77912e-08 -7.25266e-09 -5.87638e-08 -5.29929e-06 1.42687e-08 3.33313e-06 -4.90619e-08 -3.19776e-06 1.48598e-08 3.45834e-06 -3.5276e-08 1.43297e-06 -1.54202e-07 -1.19697e-06 -1.68165e-08 -1.88829e-07 1.20945e-06 -5.35539e-08 5.28613e-07 -1.27149e-07 1.0959e-06 1.87643e-07 -6.74766e-07 4.51883e-07 3.20496e-06 -1.88503e-06 -1.59349e-07
internal_weight=0 3095 3071 3051 3029 2983 41 2942 46 2915 58 2857 41 2816 211 2605 190 2585 2267 318 2246 295 268 234 205 179 159 73 86 2209
internal_count=3121 3095 3071 3051 3029 2983 41 2942 46 2915 58 2857 41 2816 211 2605 190 2585 2267 318 2246 295 268 234 205 179 159 73 86 2209
is_linear=0
shrinkage=0.1


Tree=5984
num_leaves=31
num_cat=0
split_feature=132 1185 1203 483 12 482 482 1371 482 12 4 9 97 31 376 43 160 159 479 0 1447 1446 1447 403 0 0 0 0 42 0
split_gain=5.14628e-08 3.43799e-07 2.03386e-07 4.89629e-08 1.43962e-07 1.17906e-07 8.37823e-08 8.03022e-08 9.73558e-08 2.62823e-07 1.76397e-07 6.63707e-08 1.66913e-07 7.52683e-08 6.87084e-08 1.38749e-07 6.99883e-08 4.15937e-07 1.04754e-07 4.43302e-07 8.6816e-08 3.29131e-07 3.93765e-07 1.99858e-07 8.25426e-08 1.2879e-06 5.31291e-07 2.01783e-07 2.86899e-07 2.52982e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.12236500000000002 0.094435000000000005 0.11524000000000002 0.10932500000000002 0.08976000000000002 0.090355000000000005 0.08401500000000002 0.62931500000000018 -0.08619499999999998 -0.084639999999999979 -0.082169999999999979 0.087010000000000018 -0.052894999999999991 -0.54913999999999985 -0.025879999999999997 0.10061500000000002 -0.079829999999999998 -0.086359999999999978 0.085345000000000018 -0.087599999999999983 -0.56738999999999995 -0.10224499999999999 -0.10011499999999998 -0.10474999999999998 -0.097024999999999986 -1.0000000180025095e-35 -0.094299999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 7 8 10 -10 11 12 -3 -13 16 -16 17 -15 20 -20 21 22 -18 -22 26 -26 -25 28 -27 -29
right_child=1 3 -4 4 -6 -7 -8 -9 9 -11 -12 13 -14 14 15 -17 18 -19 19 -21 23 -23 -24 24 25 27 -28 29 -30 -31
leaf_value=-3.4111415352993229e-07 1.2861001544349295e-05 -2.572627536210348e-06 -9.6016828441255107e-06 -7.9968988210308933e-06 2.0558282656189666e-06 6.9149700411799131e-06 -6.4323058995796599e-06 -5.4680773088805912e-06 -1.6530275194404898e-06 1.0336413304850629e-05 -8.3439432055456575e-06 -5.1248257544703596e-06 1.0049815041797543e-05 -4.1517514491164494e-06 7.0703507413455581e-06 -2.3605381242165235e-06 -5.4049668766050931e-07 1.2584200922666005e-05 -1.5237297854279555e-05 5.5652771516179204e-06 -9.5837952936893682e-06 -4.5718893185645964e-06 1.8824797130686682e-05 -4.1243045484060291e-07 2.1581016974485984e-05 2.5801561832849985e-06 -1.5675004525898355e-05 7.904615154629715e-06 -1.3222009127494621e-05 -4.3471092955498748e-08
leaf_weight=195 21 20 27 28 29 25 20 26 41 33 25 28 22 33 39 26 21 27 21 20 22 30 21 459 28 20 24 41 27 1722
leaf_count=195 21 20 27 28 29 25 20 26 41 33 25 28 22 33 39 26 21 27 21 20 22 30 21 459 28 20 24 41 27 1722
internal_value=0 1.12368e-07 -1.4674e-06 1.93442e-08 -2.88235e-06 7.79747e-08 1.68428e-08 6.33064e-08 1.15603e-07 3.69362e-06 1.66596e-08 9.55035e-08 4.03913e-06 3.20185e-08 8.79626e-08 3.298e-06 5.03248e-09 3.37943e-06 -7.74039e-08 -5.0897e-06 7.69101e-09 3.42797e-06 9.14215e-06 -9.74135e-08 -7.49519e-09 2.9821e-07 -1.17082e-06 -3.10271e-08 -6.49768e-06 1.41368e-07
internal_weight=0 2899 222 2878 57 2821 2796 2776 2750 74 2676 2651 42 2609 2581 65 2516 60 2456 41 2415 72 42 2343 2321 1838 483 1810 47 1763
internal_count=3121 2899 222 2878 57 2821 2796 2776 2750 74 2676 2651 42 2609 2581 65 2516 60 2456 41 2415 72 42 2343 2321 1838 483 1810 47 1763
is_linear=0
shrinkage=0.1


Tree=5985
num_leaves=31
num_cat=0
split_feature=40 130 121 10 9 0 3 47 9 47 47 1453 51 148 447 447 1375 16 1374 51 3 51 15 3 12 51 51 1209 51 51
split_gain=5.12795e-08 1.0776e-07 8.4238e-08 4.94733e-08 2.09304e-07 1.96144e-07 2.42757e-07 4.933e-08 1.06557e-06 7.14447e-07 1.71707e-07 9.13022e-08 1.40619e-07 6.43292e-08 1.75754e-07 8.92873e-08 7.55117e-08 1.88638e-07 1.14505e-07 8.36864e-08 1.58118e-07 9.9793e-07 4.22117e-07 1.89969e-07 1.82305e-07 2.49465e-07 1.34919e-07 1.31925e-07 1.08573e-07 1.30722e-07
threshold=-0.24620999999999996 -0.22699999999999995 -0.085749999999999979 0.0036750000000000007 0.091600000000000015 -0.080119999999999983 -0.012939999999999998 0.094160000000000008 0.082870000000000013 0.096475000000000019 0.091340000000000018 -1.0000000180025095e-35 -0.41904999999999998 -0.10069499999999999 0.094580000000000011 0.089635000000000006 -0.22285999999999997 -0.071854999999999988 -0.096434999999999979 0.094075000000000006 -0.078724999999999976 0.10532000000000001 0.088990000000000014 -0.073884999999999992 0.087215000000000015 0.12547500000000003 0.090560000000000015 0.12417500000000002 0.08955500000000001 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 -5 -7 8 10 -9 13 -11 -13 -4 15 16 17 -15 -18 26 22 -22 24 -23 -21 -26 27 28 29 -20
right_child=1 2 3 5 -6 6 -8 9 -10 11 -12 12 -14 14 -16 -17 18 -19 19 20 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=5.0473186638555494e-06 -7.006388155291048e-06 6.3291481161459596e-06 5.0034310261253269e-06 9.7773247343866397e-06 -1.0040566991165178e-05 -5.7829872190495741e-06 7.9578581016903632e-06 1.9452133460617916e-05 -2.1592241690719361e-05 6.4333095087931719e-06 9.2564807573580779e-06 -8.4276908485965887e-06 9.2071504815294258e-08 1.1184346249137889e-05 -8.4375996921153283e-06 5.7080793809476475e-06 -7.3275161267619383e-06 -2.0947958625544312e-06 -2.6547934646137528e-07 -4.586179636197781e-06 2.115077292762214e-05 -8.3964002323741833e-06 -1.4297457764769206e-05 1.8351613071677834e-06 1.2099202777554402e-05 -1.2580784778821971e-06 -6.4327238123951246e-06 6.6455390197006643e-06 -7.0969104616897715e-06 7.8573043407459415e-06
leaf_weight=20 22 21 25 25 21 36 20 20 23 20 20 21 250 20 25 27 22 23 2113 29 27 23 20 86 27 29 35 28 23 20
leaf_count=20 22 21 25 25 21 36 20 20 23 20 20 21 250 20 25 27 22 23 2113 29 27 23 20 86 27 29 35 28 23 20
internal_value=0 -3.2553e-08 1.72763e-08 -2.60688e-08 -9.24155e-08 2.41238e-06 -8.75542e-07 -2.17419e-08 -1.6182e-07 1.1696e-06 2.6166e-08 -8.69328e-08 -5.68131e-07 -4.47819e-08 -9.37556e-08 -1.20173e-08 -7.31827e-08 4.08155e-06 -1.45162e-07 -8.09299e-08 1.68889e-06 3.93954e-06 -1.22623e-06 -3.23792e-07 1.84935e-06 5.18204e-06 -2.73146e-07 -1.74435e-07 -2.63006e-07 -1.89316e-07
internal_weight=0 3101 3079 3058 2977 81 56 2956 2645 311 2622 291 271 2602 2577 2552 2525 43 2482 2460 241 136 105 109 85 56 2219 2184 2156 2133
internal_count=3121 3101 3079 3058 2977 81 56 2956 2645 311 2622 291 271 2602 2577 2552 2525 43 2482 2460 241 136 105 109 85 56 2219 2184 2156 2133
is_linear=0
shrinkage=0.1


Tree=5986
num_leaves=31
num_cat=0
split_feature=130 1 1208 1208 1209 1210 1210 1213 52 52 2 1212 1212 12 402 16 393 15 4 131 1447 131 13 132 4 3 3 13 403 159
split_gain=5.27768e-08 7.6929e-08 4.89919e-08 6.33458e-08 8.83038e-08 7.57342e-08 1.10661e-07 1.06558e-07 5.36626e-08 2.65468e-07 4.35092e-07 1.78207e-07 6.74139e-07 3.0855e-07 4.36624e-07 1.77605e-07 1.74013e-07 1.56526e-07 3.24193e-07 1.80029e-07 7.35262e-07 6.35186e-07 3.66314e-07 3.35368e-07 1.92668e-07 1.91995e-07 9.36519e-07 5.37662e-07 3.1572e-07 2.64629e-07
threshold=-0.23123999999999997 0.16540500000000002 0.12461500000000002 0.10737500000000001 -0.097919999999999993 -0.13847499999999999 -0.090569999999999998 -0.074014999999999984 0.089575000000000016 0.088005000000000014 0.086590000000000014 -0.092474999999999988 -0.083344999999999989 0.091545000000000015 0.10718500000000002 0.15891500000000003 0.11333500000000001 0.12044500000000001 -0.052259999999999994 0.089415000000000008 0.022105000000000003 0.091885000000000008 -0.077944999999999987 0.087210000000000024 -0.067104999999999984 -0.082094999999999987 -0.080564999999999984 -0.087074999999999986 -0.085729999999999987 -0.015149999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -6 9 11 -11 13 -13 14 -8 17 -14 19 -19 20 23 -21 -23 25 -24 28 27 -27 -10 -30
right_child=1 -3 -4 -5 5 6 8 -9 15 10 -12 12 16 -15 -16 -17 -18 18 -20 21 -22 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=4.7725650485675867e-06 -6.1712156742072226e-06 -5.3499293429653068e-06 -4.9218999902223008e-06 4.9585255720348173e-06 -7.9049191754165819e-07 -7.422985036100726e-06 2.1346552957766109e-05 9.5322253069696224e-06 -1.4231330748192375e-05 -9.2889820804814998e-07 1.8423880737827859e-05 -1.7460696215659318e-05 4.2124291324014412e-08 -2.0583556503799412e-06 4.5100239105977384e-07 -7.558685947136231e-06 8.9830405913331073e-06 -2.3978273828914909e-06 1.3758448390826348e-05 -2.0635708715417425e-05 1.781684783385241e-05 8.9821693249037853e-06 -1.291446255241421e-05 -1.3546317566124346e-05 3.3376774571598104e-07 4.2360500484309425e-06 -9.8209342797146872e-07 2.6890462131632375e-05 4.358008534556855e-06 -4.4834509375523906e-06
leaf_weight=23 23 27 20 26 20 20 20 20 22 26 21 22 2064 34 20 36 22 27 23 20 22 26 21 20 23 22 282 20 52 97
leaf_count=23 23 27 20 26 20 20 20 20 22 26 21 22 2064 34 20 36 22 27 23 20 22 26 21 20 23 22 282 20 52 97
internal_value=0 -3.54293e-08 1.12954e-08 4.36336e-08 1.3899e-09 4.86817e-08 -9.68678e-09 4.37087e-06 4.07095e-08 2.82258e-07 7.71809e-06 1.22091e-07 -4.72314e-08 4.9455e-06 1.08988e-05 -7.14426e-07 1.3642e-07 -3.50477e-07 5.03406e-06 -7.79866e-07 -8.61662e-08 -4.91894e-06 -4.28438e-07 -8.50955e-07 -5.98925e-06 -3.38011e-07 1.09275e-06 1.50239e-05 -3.04893e-06 -1.39784e-06
internal_weight=0 3098 3071 3051 3025 3002 2962 40 2942 2229 47 2182 2108 74 40 713 2086 677 50 627 537 90 70 515 44 495 324 42 171 149
internal_count=3121 3098 3071 3051 3025 3002 2962 40 2942 2229 47 2182 2108 74 40 713 2086 677 50 627 537 90 70 515 44 495 324 42 171 149
is_linear=0
shrinkage=0.1


Tree=5987
num_leaves=31
num_cat=0
split_feature=400 399 400 130 42 394 15 1208 1208 1209 1209 52 0 1209 1210 1210 1209 1209 1365 0 0 0 481 481 481 403 9 2 1446 49
split_gain=4.63157e-08 2.37373e-07 1.92596e-07 1.59711e-07 2.24497e-07 7.14666e-08 5.55077e-08 4.60155e-08 8.6843e-08 1.07063e-07 7.11737e-08 2.35792e-07 2.92086e-07 1.89109e-07 1.48523e-07 1.79986e-07 1.57033e-07 6.27141e-08 4.59722e-08 5.6531e-08 3.86597e-07 3.83694e-07 2.08399e-07 2.24069e-07 1.90838e-07 3.56802e-07 1.43356e-07 1.45601e-07 1.38387e-07 1.34286e-07
threshold=-0.08262499999999999 0.090145000000000017 -0.081639999999999976 0.087380000000000013 -0.087819999999999981 0.10448000000000002 0.084905000000000022 0.11332500000000002 0.10233500000000001 -0.097919999999999993 0.088060000000000013 0.089325000000000015 -0.080604999999999996 0.086270000000000013 -0.089089999999999989 -0.079504999999999978 -0.084629999999999997 -0.074484999999999982 0.088010000000000019 -0.082394999999999982 -0.082619999999999985 -0.082009999999999986 -0.15265499999999996 -0.095944999999999989 -0.087424999999999989 -0.52445499999999989 0.088235000000000022 -0.0050599999999999994 0.092110000000000011 0.15266500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 7 -6 8 9 -4 13 12 -12 14 -11 -16 -17 -18 19 20 22 -21 -19 -24 -25 -26 27 -27 -29 -23
right_child=2 -3 5 -5 6 -7 -8 -9 -10 10 11 -13 -14 -15 15 16 17 18 -20 21 -22 29 23 24 25 26 -28 28 -30 -31
leaf_value=9.8462063043860758e-06 -9.623899371122424e-06 1.1868266001329176e-05 -7.362237488450774e-06 -7.0033118754508912e-06 1.0146529652351943e-06 5.5391976205931362e-06 -5.2673467807422146e-06 -4.0205222956438805e-06 5.524966478073371e-06 6.9693951021084405e-06 6.6980828269151967e-06 1.094930667659355e-05 -8.5881478253213585e-06 -9.3367033659061153e-06 -9.3274816771597779e-06 8.0191715672602484e-06 -5.5491162908895476e-06 -8.4408813651656771e-06 3.8296588233303439e-06 1.1551898349656161e-05 -1.3697974596156698e-05 2.8185079801815576e-07 1.0357940291214619e-05 -1.0000593993026997e-05 1.3095943916709985e-05 6.4462811447896234e-06 -7.7144425071869947e-06 -5.8147059620255059e-07 5.4732412355662789e-06 -6.091565450440292e-06
leaf_weight=26 21 20 20 25 39 23 22 29 28 30 25 25 25 22 21 24 21 31 30 30 22 1194 20 20 20 32 26 1177 39 34
leaf_count=26 21 20 20 25 39 23 22 29 28 30 25 25 25 22 21 24 21 31 30 30 22 1194 20 20 20 32 26 1177 39 34
internal_value=0 1.83313e-06 -8.09491e-08 4.11465e-08 2.06542e-06 -1.34282e-08 -1.25099e-06 -5.67934e-08 -1.73736e-08 -7.11082e-08 -2.02635e-08 3.01975e-06 -9.45032e-07 -1.01896e-07 -2.85778e-08 -1.0517e-07 -3.39684e-08 -1.05658e-07 -6.29243e-08 -1.07075e-07 -5.47358e-07 3.78357e-07 -3.35407e-07 -1.47049e-07 -3.06942e-07 -1.57118e-07 -3.65172e-07 -2.12062e-07 -3.87282e-07 1.05388e-07
internal_weight=0 132 2989 112 87 2968 61 2945 2916 2888 2868 75 50 2793 2771 2741 2720 2696 2675 2645 1387 1258 1365 1334 1314 1294 1274 1248 1216 1228
internal_count=3121 132 2989 112 87 2968 61 2945 2916 2888 2868 75 50 2793 2771 2741 2720 2696 2675 2645 1387 1258 1365 1334 1314 1294 1274 1248 1216 1228
is_linear=0
shrinkage=0.1


Tree=5988
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 47 47 47 1453 16 39 12 9 9 3 34 2 151 43 42 150 3 447 456 456 1446 13 4 16 13 48
split_gain=4.66393e-08 1.35026e-06 7.00622e-07 2.9224e-07 4.43348e-08 4.30369e-07 2.63451e-07 6.78388e-08 1.02471e-07 6.3296e-08 1.65653e-07 1.41549e-07 3.97282e-07 2.79717e-07 7.03453e-08 1.53905e-07 6.66588e-08 3.88474e-07 5.01597e-07 7.2015e-07 4.27622e-07 1.63256e-07 8.46103e-08 1.27286e-07 1.26894e-07 1.28509e-07 2.12758e-07 5.8751e-07 1.87067e-07 1.17342e-07
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.092165000000000011 0.096475000000000019 0.090100000000000013 -1.0000000180025095e-35 0.51026500000000008 -1.0000000180025095e-35 -0.029094999999999999 0.092235000000000011 0.085555000000000006 -0.020429999999999997 -0.08786999999999999 -0.055814999999999997 -0.10737499999999998 -0.085739999999999997 0.083995000000000014 0.085395000000000013 -0.086869999999999989 0.094580000000000011 0.091580000000000009 0.089235000000000023 0.11787500000000002 -0.14179999999999995 -0.0096849999999999974 1.0000000180025095e-35 -0.117405 0.12879500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 6 -6 9 -7 -9 10 -4 12 14 -13 -11 -16 17 20 19 -19 -17 22 23 24 25 26 27 -18 -27 -30
right_child=2 -3 4 -5 5 7 -8 8 -10 11 -12 13 -14 -15 15 16 21 18 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=1.3778674386823411e-07 -1.7883996009583245e-05 2.5517907977787432e-05 -3.0919488335712233e-06 -1.2611260306414353e-05 -1.1895136863544891e-05 5.7926996942114791e-06 1.1321049225357239e-05 4.5427094894866176e-07 -5.8536650659993153e-06 5.0664263670586044e-06 9.0133813605811706e-06 1.5007421825430358e-06 1.3804040621661918e-05 -1.4365744353810328e-05 -8.0343291350685561e-06 4.6862083218002227e-06 -1.9175885216100144e-05 8.9510217286750473e-07 -4.4888524118707412e-06 2.4916823169481479e-05 -1.5992827075024254e-05 -9.1012058364015053e-06 4.9999690569772312e-06 -7.0568496154849594e-06 7.7174885280415073e-06 9.2730990218115049e-06 2.4547767626753232e-07 1.7428586755252991e-06 7.8111788741532535e-08 -7.6199158047529638e-06
leaf_weight=178 22 21 20 20 33 20 21 230 29 27 26 25 21 20 24 20 25 26 27 24 20 20 33 26 21 22 77 29 1994 20
leaf_count=178 22 21 20 20 33 20 21 230 29 27 26 25 21 20 24 20 25 26 27 24 20 20 33 26 21 22 77 29 1994 20
internal_value=0 1.4072e-06 -1.06195e-07 -1.15e-06 2.9608e-08 -1.09602e-06 1.66367e-07 1.8129e-07 -2.52023e-07 7.43967e-08 3.75019e-06 6.78909e-09 1.08622e-07 -5.55103e-06 -9.49035e-09 -6.64047e-08 1.38093e-08 2.34141e-06 6.49451e-06 1.24255e-05 -5.65331e-06 -1.06318e-07 -2.6257e-08 -1.01174e-07 -1.85194e-08 -9.34876e-08 -3.12941e-06 -7.94174e-06 1.01849e-07 1.66663e-09
internal_weight=0 219 2902 198 2880 312 2568 279 259 2547 46 2501 2456 45 2435 2408 2384 117 77 50 40 2267 2247 2214 2188 2167 131 54 2036 2014
internal_count=3121 219 2902 198 2880 312 2568 279 259 2547 46 2501 2456 45 2435 2408 2384 117 77 50 40 2267 2247 2214 2188 2167 131 54 2036 2014
is_linear=0
shrinkage=0.1


Tree=5989
num_leaves=31
num_cat=0
split_feature=448 447 447 0 34 34 34 33 52 393 52 1210 16 52 52 1213 52 2 52 3 12 43 2 2 42 42 52 2 0 1213
split_gain=4.79905e-08 1.31546e-07 4.6436e-08 6.3363e-08 5.5717e-08 1.30919e-07 7.56203e-08 1.35729e-07 5.00157e-08 1.37305e-07 1.41589e-07 1.2157e-07 4.6564e-07 1.33586e-07 3.21313e-07 2.54429e-07 3.01325e-07 4.19238e-07 1.17037e-07 5.64108e-07 3.31043e-07 3.14626e-07 1.87753e-07 5.99795e-07 5.67247e-07 8.9386e-07 7.12948e-07 3.40061e-07 6.60202e-07 2.06187e-07
threshold=0.068920000000000023 0.094005000000000019 0.088380000000000014 -0.080499999999999988 -0.08786999999999999 -0.084564999999999987 -0.057544999999999992 -1.0000000180025095e-35 0.091275000000000009 0.12069000000000002 0.090245000000000006 -0.099939999999999987 -0.080954999999999985 0.087555000000000008 0.08709500000000002 0.087020000000000014 0.089325000000000015 0.086100000000000024 0.10160000000000001 -0.080484999999999987 0.092255000000000018 -0.036954999999999995 0.090310000000000015 0.088745000000000004 0.090395000000000017 0.089535000000000017 0.41580500000000004 0.093320000000000014 -0.082394999999999982 -0.063509999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -7 -8 9 10 11 12 -9 14 -13 16 17 -15 19 21 -21 -10 23 24 25 -20 -26 28 -24 -29
right_child=-2 -3 3 -5 5 6 7 8 18 -11 -12 13 -14 15 -16 -17 -18 -19 22 20 -22 -23 27 -25 26 -27 -28 29 -30 -31
leaf_value=3.8190057215328321e-06 -4.8827743310653209e-06 6.4098884223540157e-06 -6.4630484923957109e-06 8.2884913684789687e-07 -7.3904591985751729e-06 4.5804347684629147e-06 -8.2406616911612215e-06 3.710833972642528e-06 -5.6906788846130702e-06 8.5070256068320303e-06 7.124408421469556e-06 2.0022463721033428e-07 -1.4976867851146382e-05 2.6346117093370676e-06 -1.0402241566131627e-05 -5.7271499190392203e-06 -2.2862009245727677e-06 2.2639165522377879e-05 -9.990911659769637e-07 -2.9083168036387571e-06 -1.9939360070566181e-05 8.3592430858491732e-06 1.9841381722384403e-05 -1.8051834461568269e-05 2.1835682499923598e-05 -2.3673688838243836e-05 -6.7819026018976455e-07 8.4501584718021129e-06 -4.3252264288184967e-06 -7.0456898851465515e-07
leaf_weight=38 20 32 26 22 24 36 20 30 28 20 29 1990 24 22 29 20 22 20 133 21 25 37 26 22 22 20 39 27 20 277
leaf_count=38 20 32 26 22 24 36 20 30 28 20 29 1990 24 22 29 20 22 20 133 21 25 37 26 22 22 20 39 27 20 277
internal_value=0 3.14925e-08 -3.50141e-08 -3.12093e-06 1.40173e-08 -3.44539e-08 2.52096e-08 -3.08931e-08 2.56675e-08 2.58983e-07 1.8352e-07 9.02029e-08 -4.59481e-06 2.10503e-07 4.79356e-08 4.11792e-06 7.19451e-06 1.21606e-05 -7.12774e-07 -3.69014e-06 -1.21643e-05 2.30697e-06 -1.48801e-07 -2.32863e-06 -7.1223e-07 -3.96309e-06 7.44157e-06 1.32103e-06 9.33416e-06 1.08515e-07
internal_weight=0 3101 3069 48 3021 2983 2959 2923 2903 2206 2186 2157 54 2103 2019 84 64 42 697 111 46 65 586 236 214 153 61 350 46 304
internal_count=3121 3101 3069 48 3021 2983 2959 2923 2903 2206 2186 2157 54 2103 2019 84 64 42 697 111 46 65 586 236 214 153 61 350 46 304
is_linear=0
shrinkage=0.1


Tree=5990
num_leaves=31
num_cat=0
split_feature=400 12 3 400 12 400 1185 9 10 2 11 0 106 9 16 3 3 1 42 403 1209 403 13 4 4 4 16 1456 2 16
split_gain=4.9659e-08 2.20832e-07 3.83659e-07 2.01634e-07 1.73568e-07 1.70553e-07 1.05696e-07 4.53518e-08 1.20868e-07 2.4546e-07 1.25871e-07 7.89121e-08 5.45371e-08 5.96323e-08 4.45091e-07 5.24784e-08 3.18665e-07 7.0134e-07 3.87247e-07 2.59528e-07 2.70611e-07 9.79215e-07 1.56952e-07 1.55488e-07 8.51179e-07 5.34698e-07 2.5991e-07 2.50417e-07 3.66301e-07 2.7628e-07
threshold=-0.08262499999999999 0.089300000000000004 -0.082334999999999978 -0.096814999999999984 0.087505000000000013 -0.081639999999999976 -0.083264999999999992 0.092410000000000006 0.053330000000000009 -0.15339499999999998 -1.0000000180025095e-35 -0.047369999999999995 0.089100000000000026 -0.013509999999999999 -0.056919999999999991 -0.082594999999999988 -0.083344999999999989 0.090965000000000004 0.09112000000000002 -0.5341999999999999 -0.077874999999999986 -0.0047449999999999992 -0.083254999999999982 0.053180000000000012 0.042705000000000007 0.057560000000000007 -0.15241499999999997 -0.081594999999999987 0.10188000000000001 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -2 -7 8 10 -10 -8 -9 13 14 -12 16 -15 18 22 -17 21 -21 -18 24 26 -25 -22 -27 29 -29
right_child=5 2 -4 4 -6 6 7 11 9 -11 12 -13 -14 15 -16 19 17 -19 -20 20 23 -23 -24 25 -26 27 -28 28 -30 -31
leaf_value=-8.592796686571091e-06 -9.0640752822374853e-06 1.6206787995542983e-05 -2.5465306708838401e-06 -3.483733997124243e-06 7.025891841639157e-06 7.224846372082539e-06 7.1673925125044963e-06 7.4029000477987044e-06 2.4160627026503791e-06 -1.3063447433870309e-05 1.2539398389540463e-05 -5.3940350347868942e-07 -5.1823514933771336e-06 -1.0259825662329568e-07 -5.9640606440762687e-06 -8.8847169485638409e-06 1.0695067353481137e-05 -1.0408934958832107e-05 2.258475982671371e-05 2.2802262895181362e-05 -1.0228116939384589e-05 -8.115380605886459e-06 -7.4141519348813753e-07 1.3751156949447544e-05 -1.9373452129002547e-05 -1.0783897605506354e-05 -4.7001183320845623e-07 2.1411136126895754e-06 -1.3654744444930834e-06 1.2611774511444512e-05
leaf_weight=25 21 24 20 30 33 20 24 22 20 21 26 29 21 1015 26 36 30 20 20 21 28 20 20 31 25 20 1085 84 268 36
leaf_count=25 21 24 20 30 33 20 24 22 20 21 26 29 21 1015 26 36 30 20 20 21 28 20 20 31 25 20 1085 84 268 36
internal_value=0 1.89814e-06 7.68255e-06 -9.94063e-07 2.02131e-06 -8.3823e-08 -2.02835e-08 -6.94364e-08 -1.21477e-07 -5.51247e-06 -4.40855e-08 2.88669e-06 -1.052e-07 -6.72701e-08 3.28767e-06 -1.30502e-07 4.0308e-07 6.106e-06 1.08246e-05 -4.86976e-07 -3.00129e-07 7.72049e-06 6.12047e-06 -5.08655e-07 -1.12538e-06 1.09006e-06 -7.15499e-07 1.28069e-07 6.90542e-07 5.28231e-06
internal_weight=0 132 44 88 63 2989 2968 2948 2897 41 2856 51 2832 2811 52 2759 1105 90 70 1654 1618 41 50 1577 1138 439 1113 408 388 120
internal_count=3121 132 44 88 63 2989 2968 2948 2897 41 2856 51 2832 2811 52 2759 1105 90 70 1654 1618 41 50 1577 1138 439 1113 408 388 120
is_linear=0
shrinkage=0.1


Tree=5991
num_leaves=31
num_cat=0
split_feature=1208 1208 42 42 52 15 16 4 3 1210 401 42 52 42 2 12 401 42 42 3 42 1447 1446 479 481 480 1 15 160 483
split_gain=4.93583e-08 1.40727e-07 5.05676e-08 3.63032e-07 1.36842e-07 3.22311e-07 2.56221e-07 4.21358e-07 3.423e-07 1.13621e-07 6.77886e-08 7.589e-08 3.09415e-07 1.61209e-07 1.23793e-07 2.88859e-07 8.53388e-08 1.81401e-07 1.95706e-07 6.72927e-07 2.35232e-07 7.94666e-08 6.67669e-08 2.92981e-07 9.18432e-08 8.12478e-08 6.56849e-07 8.90548e-07 6.39445e-07 4.13553e-07
threshold=0.11846000000000001 0.10480500000000002 0.11603500000000001 0.11747 0.10347000000000002 0.095575000000000007 -0.080344999999999986 -0.076229999999999978 -0.080409999999999995 -0.3960249999999999 0.12463 0.10306000000000001 0.10263500000000002 0.10077000000000001 0.086285000000000014 0.089410000000000003 -1.0000000180025095e-35 0.09858500000000002 0.096450000000000022 -0.073309999999999986 0.095885000000000012 0.090670000000000014 -0.09143999999999998 0.10713500000000002 -0.16223499999999996 0.086930000000000021 0.092945000000000014 0.087575000000000014 -0.025879999999999997 0.092815000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 6 -6 8 -8 -5 -1 11 13 14 16 -13 -16 -11 18 20 -20 21 22 -18 24 -24 -26 27 28 29 -27
right_child=-2 -3 3 4 5 -7 7 -9 -10 10 -12 12 -14 -15 15 -17 17 -19 19 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-6.7831261530955095e-06 4.3388787617004713e-06 -6.9698220096174263e-06 1.338856021428238e-05 -1.7566648821230047e-05 1.4006789579070755e-05 -2.8787548007340563e-06 1.2102321157726693e-05 -4.7031487697126614e-06 1.4705793963306253e-07 -5.0885868762579225e-06 4.3617441510182941e-06 5.5547021533660275e-06 -1.172834931497034e-05 7.8776232210377489e-06 -9.6973217945820331e-06 4.314958753257675e-06 -5.5857393579658709e-06 7.7602057839006503e-06 -1.61635759605853e-05 5.5974217502807739e-06 9.7213113203906694e-06 -5.6365881273450213e-06 -5.7292820779153432e-06 1.0636426376519328e-05 -9.6326979916425502e-08 1.8819132718103255e-05 -1.28567618131373e-05 2.44593128519184e-05 -1.0384650989902278e-05 -1.2733282574117767e-06
leaf_weight=25 26 29 23 20 20 26 25 37 24 33 35 30 28 26 28 31 21 30 30 27 25 25 28 26 2330 21 22 21 29 20
leaf_count=25 26 29 23 20 20 26 25 37 24 33 35 30 28 26 28 31 21 30 30 27 25 25 28 26 2330 21 22 21 29 20
internal_value=0 -3.64423e-08 2.91376e-08 1.67979e-06 -9.19335e-08 4.46279e-06 -2.06851e-06 2.07325e-06 -7.90463e-06 -7.07807e-08 -1.22292e-08 -6.63051e-08 -2.55995e-06 4.11953e-08 3.24492e-07 -2.33494e-06 -3.46034e-08 2.82144e-08 -6.01512e-08 -5.85573e-06 6.84891e-08 -2.64069e-08 2.92939e-08 7.65168e-08 -3.45951e-08 3.06735e-08 2.64936e-06 6.39809e-06 9.79719e-07 9.01793e-06
internal_weight=0 3095 3066 175 152 46 106 62 44 2891 2866 2831 117 2714 89 59 2688 2655 2625 57 2568 2543 2518 2497 2471 2443 113 91 70 41
internal_count=3121 3095 3066 175 152 46 106 62 44 2891 2866 2831 117 2714 89 59 2688 2655 2625 57 2568 2543 2518 2497 2471 2443 113 91 70 41
is_linear=0
shrinkage=0.1


Tree=5992
num_leaves=31
num_cat=0
split_feature=130 1 3 472 50 1 2 150 1429 2 1 1348 147 1429 13 4 14 34 10 2 13 15 4 13 2 13 13 16 2 0
split_gain=4.71922e-08 7.41423e-08 4.78722e-08 1.89256e-07 1.58341e-07 2.84312e-07 4.9396e-07 1.88763e-07 1.05903e-07 1.05569e-07 1.87517e-07 9.6091e-08 1.22548e-07 6.45426e-08 5.94213e-08 2.02916e-07 2.93654e-07 1.17733e-07 1.20853e-07 2.12599e-07 1.37429e-07 3.00721e-07 2.94976e-07 1.77807e-07 1.67302e-07 8.75498e-08 8.34926e-08 4.9672e-07 9.5672e-07 1.10417e-06
threshold=-0.23123999999999997 0.16540500000000002 0.11658 -0.38234499999999999 0.091320000000000012 0.11103500000000001 0.10644500000000001 0.099590000000000026 -0.23587499999999997 0.11362000000000001 0.122715 0.090600000000000014 0.096265000000000003 -0.12066499999999998 -0.13710499999999998 -0.0086549999999999978 0.076175000000000007 -0.097449999999999981 0.053330000000000009 -0.090999999999999984 -0.097224999999999992 0.084840000000000013 0.19806500000000002 -0.093219999999999983 0.087195000000000009 -0.15714499999999998 -0.088319999999999996 -0.092484999999999984 0.084755000000000011 -0.083804999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 9 -5 -7 -11 12 13 -10 15 16 -15 -16 19 -19 21 22 -21 24 -22 -17 27 -25 -29 -30
right_child=1 -3 4 8 -6 7 -8 -9 11 10 -12 -13 -14 14 17 25 -18 18 -20 20 23 -23 -24 26 -26 -27 -28 28 29 -31
leaf_value=4.5129900923790912e-06 -9.133042302615333e-06 -5.2508661981307721e-06 -2.4518290396476536e-06 6.7328821031601963e-06 -4.7642923449789783e-06 -2.6672591138776626e-06 1.6402909403206487e-05 -6.2812033172576786e-06 -5.7477270638628399e-06 1.2047514345877889e-05 8.2256394836369271e-07 -6.8195806623602298e-06 7.5805613570472426e-06 -1.5051099347355526e-05 7.3346740671034002e-06 4.606046226984161e-06 1.3556854628404837e-06 1.0342321948542123e-05 -5.5364173301943365e-06 1.4126429185566713e-05 -1.8679035684028859e-06 -5.42366836310501e-06 -1.034417931848674e-06 -4.9334287296793064e-06 -1.2938529812913658e-05 -2.5734024706197847e-06 -1.5904097848693044e-07 1.8513989988093727e-05 -1.2597967169211997e-05 1.4758636500118882e-05
leaf_weight=23 23 27 24 23 35 30 33 35 20 22 46 21 21 24 22 35 20 20 39 33 43 23 21 61 20 33 2243 40 36 25
leaf_count=23 23 27 24 23 35 30 33 35 20 22 46 21 21 24 22 35 20 20 39 33 43 23 21 61 20 33 2243 40 36 25
internal_value=0 -3.35103e-08 1.23603e-08 -9.86531e-08 1.41656e-06 2.55513e-06 8.46407e-06 2.27321e-08 -2.50467e-08 2.27414e-06 4.45417e-06 -8.05583e-08 -2.96336e-08 -8.75793e-08 -4.62342e-08 -2.30199e-06 -7.59347e-06 4.99749e-08 -1.15701e-08 7.24334e-08 -8.27301e-09 4.15201e-06 8.23054e-06 -1.38071e-07 -5.38239e-06 1.1219e-06 -6.94126e-10 2.19173e-06 6.49504e-06 -1.38624e-06
internal_weight=0 3098 3071 2846 225 190 57 133 2823 98 68 2800 2779 2758 2738 112 44 2626 2604 2565 2545 77 54 2468 63 68 2405 162 101 61
internal_count=3121 3098 3071 2846 225 190 57 133 2823 98 68 2800 2779 2758 2738 112 44 2626 2604 2565 2545 77 54 2468 63 68 2405 162 101 61
is_linear=0
shrinkage=0.1


Tree=5993
num_leaves=31
num_cat=0
split_feature=1429 156 1425 52 157 156 52 44 47 0 47 47 47 0 132 1203 1185 50 484 1456 16 12 16 130 12 15 42 52 2 1
split_gain=5.14796e-08 1.65374e-07 6.22499e-08 7.65091e-08 1.04142e-07 6.64485e-08 5.95389e-08 5.18176e-08 5.97778e-08 3.86218e-07 1.71761e-06 6.53085e-07 2.4961e-07 7.06191e-08 6.36632e-08 1.65584e-06 6.36057e-07 2.59468e-07 6.35763e-08 1.07724e-07 5.93997e-08 2.57407e-07 4.11057e-07 5.32237e-07 3.39272e-07 2.15099e-07 2.37691e-07 1.86703e-07 1.34597e-07 1.71929e-07
threshold=-0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.56741999999999992 -0.082509999999999986 -0.14064999999999997 -0.55692499999999978 0.087770000000000015 0.092165000000000011 -0.10224499999999999 0.10678000000000001 0.09550500000000002 0.089785000000000018 -0.094299999999999981 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.087730000000000016 -0.078424999999999981 -1.0000000180025095e-35 0.15891500000000003 0.090345000000000023 0.23311500000000004 0.09567500000000001 0.087535000000000016 -0.052074999999999989 0.094365000000000018 -0.43851499999999993 0.089525000000000007 0.085475000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 8 12 10 -10 -11 14 -13 15 17 -16 -8 -15 -20 -18 24 -23 25 28 27 -27 -24 -22 -30
right_child=1 -3 -4 5 -6 6 7 -9 9 11 -12 13 -14 18 16 -17 20 -19 19 -21 21 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-4.8202512909318272e-06 -7.2568506788056342e-07 9.0980860477429818e-06 -5.0976480489831985e-06 -5.0774296071792307e-06 9.2333533392060685e-06 5.068180971450246e-06 -3.267955950529237e-08 3.6794633953487959e-06 -3.273615237276317e-05 1.7916919978233638e-05 1.4036153678327019e-06 -5.7896235409350124e-06 1.1194510282166448e-05 -4.2440827745381151e-06 -1.7917718723765576e-05 2.8959873121721104e-05 1.7058704727867871e-07 -1.2158339800407702e-05 7.2391923172939899e-06 -5.244624761265489e-07 5.4188375935186273e-06 -1.6400779705967897e-05 -9.7428765317230358e-06 -1.6994433281070087e-05 1.3636336861855809e-05 9.578890569628129e-08 1.3992687345307787e-05 1.3146469367822304e-06 -7.8161288008553092e-06 1.9722286232966946e-06
leaf_weight=22 21 20 24 26 21 23 150 37 20 20 56 27 20 33 20 20 2120 20 21 120 29 23 26 20 21 32 20 37 34 38
leaf_count=22 21 20 24 26 21 23 150 37 20 20 56 27 20 33 20 20 2120 20 21 120 29 23 26 20 21 32 20 37 34 38
internal_value=0 3.42238e-08 -2.46516e-08 1.52017e-08 4.25383e-06 -4.38831e-08 -6.91625e-11 -3.93977e-08 -8.64075e-08 -1.43121e-06 -7.58053e-06 6.8349e-07 6.54579e-08 -1.03128e-06 -1.98222e-08 1.74278e-06 -1.58209e-07 -1.45923e-06 -2.92915e-07 6.31827e-07 -1.02126e-08 -1.37912e-06 -4.04342e-06 -1.93809e-06 2.07136e-06 6.80401e-07 5.44075e-06 -3.24878e-06 -3.33242e-07 -2.65005e-06
internal_weight=0 3099 3079 3055 42 3013 2987 2964 2927 297 76 221 2630 201 2610 190 2420 170 174 141 2400 280 158 135 122 115 52 63 101 72
internal_count=3121 3099 3079 3055 42 3013 2987 2964 2927 297 76 221 2630 201 2610 190 2420 170 174 141 2400 280 158 135 122 115 52 63 101 72
is_linear=0
shrinkage=0.1


Tree=5994
num_leaves=31
num_cat=0
split_feature=132 1185 1203 120 1 120 130 9 9 33 9 34 2 151 151 475 150 51 13 15 52 39 151 151 131 131 160 480 481 480
split_gain=4.58824e-08 3.97683e-07 1.88849e-07 4.86899e-08 7.74676e-08 1.46738e-07 1.09799e-07 7.65484e-08 1.05655e-07 1.01048e-07 8.0178e-08 6.09032e-08 1.08638e-07 5.04079e-08 1.65056e-07 2.75391e-07 4.52323e-07 1.91052e-07 1.27104e-07 2.37551e-07 1.49424e-07 1.77477e-07 4.62452e-07 1.02973e-07 9.67474e-08 3.28432e-07 2.45022e-07 1.47425e-07 7.43407e-07 1.32584e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 -0.22461999999999996 0.092410000000000006 0.10750500000000002 -0.009184999999999997 0.085555000000000006 -0.08786999999999999 -0.033169999999999991 -0.085134999999999975 -0.085684999999999997 -0.085774999999999976 0.10874500000000002 -0.085164999999999977 0.056795000000000005 -0.018314999999999994 -0.090114999999999987 0.08456000000000001 -0.10007499999999998 -0.083919999999999981 0.090690000000000007 0.090175000000000019 -0.4136149999999999 0.11191000000000002 -0.0050099999999999988 0.10344000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 9 -9 -8 11 -11 -13 14 15 -14 17 -17 19 20 -19 22 -22 -15 25 27 -26 29 -29 -25
right_child=1 3 -4 -5 -6 -7 7 8 -10 10 -12 12 13 23 -16 16 -18 18 -20 -21 21 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-2.7751567855731767e-07 1.3817448659990209e-05 6.9377405361098248e-06 -9.0627527872097099e-06 -4.5765671529807149e-06 5.8231213109178023e-06 -8.5392519349625217e-06 -6.153044550619261e-06 9.0294956862635445e-06 -8.8697928558325489e-07 5.4447701666049403e-06 6.1499624626733192e-06 -6.4052401706215256e-06 -9.0055593284853758e-06 -6.3214241082379078e-06 9.9865261927334375e-06 -7.8117437781726883e-06 1.4980055794180572e-05 -5.2892348582431359e-06 -5.468603937212417e-06 9.9087270410619222e-06 -2.8474459365194583e-07 -5.5049458958158297e-06 1.6915385404817327e-05 -2.6975456935182963e-07 1.1968213532652175e-05 -1.311215682449074e-05 7.7829207563487531e-07 1.9582064146561608e-05 -7.0565482267490799e-06 -7.9069300345904395e-06
leaf_weight=194 21 23 28 23 23 20 27 22 21 20 21 27 27 27 20 26 23 34 24 33 54 22 22 1946 21 20 287 20 22 23
leaf_count=194 21 23 28 23 23 20 27 22 21 20 21 27 27 27 20 26 23 34 24 33 54 22 22 1946 21 20 287 20 22 23
internal_value=0 1.06094e-07 -1.38556e-06 6.04604e-09 4.29638e-08 -3.9796e-09 5.67265e-08 -1.90856e-11 4.18657e-06 -6.55774e-08 -5.12812e-09 -5.30365e-08 -9.40956e-08 -2.98176e-08 1.22659e-06 5.6546e-07 1.65125e-06 2.25375e-07 1.33101e-06 2.32005e-06 4.22875e-07 2.40463e-06 4.69424e-06 -1.8116e-07 -1.1028e-07 -3.60732e-07 1.54124e-06 -2.33916e-07 5.62851e-06 -3.58965e-07
internal_weight=0 2899 222 2878 2855 2832 2812 2789 43 2746 2719 2698 2678 2651 285 265 238 215 189 165 132 98 76 2366 2339 2031 308 2011 42 1969
internal_count=3121 2899 222 2878 2855 2832 2812 2789 43 2746 2719 2698 2678 2651 285 265 238 215 189 165 132 98 76 2366 2339 2031 308 2011 42 1969
is_linear=0
shrinkage=0.1


Tree=5995
num_leaves=31
num_cat=0
split_feature=448 447 132 15 393 50 52 1213 4 3 400 12 483 12 158 158 482 482 1 482 483 482 483 16 483 483 157 52 483 4
split_gain=4.59671e-08 1.06371e-07 4.88691e-08 1.25955e-06 6.37901e-07 2.55067e-07 5.80926e-08 6.08403e-08 5.35038e-08 1.2743e-07 7.56099e-08 7.12492e-08 4.5807e-08 9.17287e-08 8.15204e-08 1.04527e-07 8.44934e-08 1.08944e-07 2.91836e-07 2.07545e-07 4.27537e-07 2.37966e-07 8.36938e-08 2.50497e-07 1.30807e-07 1.2378e-07 5.4356e-07 2.57411e-07 1.41568e-07 1.00167e-07
threshold=0.068920000000000023 0.094005000000000019 -0.083284999999999984 0.091915000000000011 0.12679500000000002 0.09227500000000001 0.090645000000000017 0.085835000000000009 0.10924000000000002 -0.069009999999999974 -0.085929999999999992 0.088485000000000022 0.12325000000000001 0.094435000000000005 -0.47356499999999996 -0.46413499999999996 0.11117500000000001 0.098465000000000011 0.16540500000000002 0.089745000000000005 0.086010000000000017 0.087870000000000018 0.10321500000000002 -0.032969999999999992 0.095250000000000015 0.087520000000000014 -0.081579999999999986 -0.0087299999999999982 0.085050000000000014 -0.0060199999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 12 6 7 8 9 10 -1 -12 14 -14 -4 -16 17 18 19 21 -21 22 24 -24 25 28 -27 -28 -17 -26
right_child=-2 -3 4 -5 -6 -7 -8 -9 -10 -11 11 -13 13 -15 15 16 -18 -19 -20 20 -22 -23 23 -25 29 26 27 -29 -30 -31
leaf_value=4.2472534351829732e-06 -4.778731572514516e-06 5.7664885936503657e-06 6.1034674796577418e-06 2.2069988594571793e-05 -1.7935765536094552e-05 -1.0803360895806691e-05 4.4722090642608235e-06 -4.6722241956059967e-06 -4.2066203778155066e-06 8.014402092984793e-06 3.8077999272866657e-07 -7.4940653598787333e-06 -7.6542546703026549e-06 9.3967395918702504e-07 -7.2111169231448002e-06 -2.3300694781404814e-08 5.1529790125570691e-06 -6.221122043521226e-06 1.1519169943725998e-05 2.2916976237096467e-06 -1.6425214288495266e-05 1.043156333625203e-05 -3.3081319813954039e-06 1.2137526424079884e-05 -4.9850459618028251e-07 1.8138214154532762e-05 -7.8617663510678027e-06 5.5805084073277804e-06 -6.2566351123284741e-06 -1.0276760841324259e-05
leaf_weight=21 20 32 22 26 20 25 25 31 21 22 27 20 23 27 20 2388 32 28 22 26 23 22 21 21 20 20 28 29 37 22
leaf_count=21 20 32 22 26 20 25 25 31 21 22 27 20 23 27 20 2388 32 28 22 26 23 22 21 21 20 20 28 29 37 22
internal_value=0 3.08211e-08 -2.89839e-08 1.41409e-06 -1.39328e-07 -1.38306e-06 2.71627e-08 -7.55416e-07 3.38468e-07 1.39899e-06 -7.41293e-07 -2.97022e-06 -1.36023e-08 -3.01353e-06 4.03339e-08 -8.01291e-09 4.45837e-08 -1.58037e-08 4.90522e-08 -4.59206e-08 -6.49379e-06 7.52243e-08 -1.28807e-08 4.4147e-06 -8.59775e-08 6.92726e-09 3.95415e-06 -1.02271e-06 -1.18407e-07 -5.62045e-06
internal_weight=0 3101 3069 218 2851 192 167 142 111 90 68 47 2831 50 2781 2759 2739 2707 2679 2657 49 2608 2586 42 2544 2502 77 57 2425 42
internal_count=3121 3101 3069 218 2851 192 167 142 111 90 68 47 2831 50 2781 2759 2739 2707 2679 2657 49 2608 2586 42 2544 2502 77 57 2425 42
is_linear=0
shrinkage=0.1


Tree=5996
num_leaves=31
num_cat=0
split_feature=400 132 43 13 3 43 400 393 131 123 393 132 481 12 42 132 0 48 2 0 14 157 45 142 33 34 97 9 10 48
split_gain=4.52682e-08 6.09443e-07 2.37792e-06 1.53455e-06 2.54921e-07 1.63446e-07 1.62874e-07 1.2159e-07 5.84243e-08 5.98686e-08 5.74278e-08 7.07113e-08 2.20946e-07 1.58262e-07 2.86907e-07 1.30496e-07 3.38805e-07 1.218e-07 1.46291e-07 1.73917e-07 8.23923e-08 2.21284e-07 1.87978e-07 9.25785e-08 8.47232e-08 9.61959e-08 5.78574e-07 3.59852e-07 1.65892e-07 3.66376e-07
threshold=-0.082199999999999981 -0.083284999999999984 -0.011694999999999999 -0.011289999999999998 -0.084964999999999985 -0.043144999999999996 -0.077004999999999976 0.10585500000000002 0.13567500000000002 0.11679000000000002 0.092175000000000021 0.089365000000000014 -0.00058999999999999992 0.096525000000000014 0.092620000000000022 0.082150000000000015 -0.093039999999999984 0.084170000000000009 0.084305000000000005 -0.08095999999999999 -0.31455999999999995 -0.071119999999999989 0.094030000000000016 -1.0000000180025095e-35 0.085305000000000006 -0.057544999999999992 -0.079444999999999988 0.091600000000000015 -0.0093599999999999985 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -5 -2 8 9 10 11 15 -13 14 17 20 -17 18 -14 -20 21 -8 23 -22 25 26 -25 28 29 -27
right_child=6 3 4 5 -6 -7 7 -9 -10 -11 -12 12 13 -15 -16 16 -18 -19 19 -21 22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=3.7528015964198859e-05 -7.4148035380024645e-06 -2.8341291481410736e-05 2.6786988001958892e-06 -2.0561282850951924e-07 -1.1500636862630625e-05 1.138952964311102e-05 1.1093265781407052e-05 6.2206315643350311e-06 -5.0954750685891872e-06 4.0171048466517174e-06 -5.0632226910475646e-06 1.17253652042848e-05 4.9204677587511021e-06 6.618320604603569e-06 -1.1604457049110179e-05 2.8166645092499365e-06 -1.2739796214386194e-05 6.705601465690616e-06 -7.7724026667917654e-06 2.4128878286925711e-06 6.6951221572253416e-06 -6.6695121082223825e-07 -7.9166632978681708e-06 -3.8445629713481009e-06 -5.1688926835898513e-06 1.5091017270275518e-05 1.7151118241339905e-05 -1.2611878399026034e-05 -1.5615992016131723e-07 -3.6098403370488088e-06
leaf_weight=20 30 20 32 31 21 20 24 31 23 36 23 20 32 36 21 28 28 29 38 30 20 48 31 35 33 22 21 23 2295 20
leaf_count=20 30 20 32 31 21 20 24 31 23 36 23 20 32 36 21 28 28 29 38 30 20 48 31 35 33 22 21 23 2295 20
internal_value=0 1.73164e-06 8.14747e-06 -4.86492e-06 -2.93953e-06 4.3415e-06 -8.37636e-08 -9.13475e-09 -7.53634e-08 -3.54524e-08 -8.65172e-08 -4.61275e-08 1.73799e-06 6.64079e-07 -7.64939e-07 -1.85978e-07 -4.96157e-06 9.99634e-07 -6.55097e-07 -3.27889e-06 -8.19999e-08 3.25312e-06 -1.78051e-07 -8.08878e-08 -1.36225e-07 -6.74838e-08 4.02882e-06 -1.64684e-07 -4.21829e-08 6.18585e-06
internal_weight=0 144 73 71 53 51 2977 2947 2916 2893 2857 2834 206 186 150 2628 56 129 100 68 2572 72 2500 2469 2449 2416 56 2360 2337 42
internal_count=3121 144 73 71 53 51 2977 2947 2916 2893 2857 2834 206 186 150 2628 56 129 100 68 2572 72 2500 2469 2449 2416 56 2360 2337 42
is_linear=0
shrinkage=0.1


Tree=5997
num_leaves=31
num_cat=0
split_feature=132 1185 1203 400 13 13 44 104 11 33 9 9 43 43 2 43 159 133 158 133 158 158 131 131 15 376 2 475 1429 475
split_gain=5.58683e-08 2.89951e-07 2.89865e-07 5.97539e-08 2.25791e-07 8.148e-08 4.73189e-08 4.98102e-08 9.12636e-08 1.05108e-07 6.90848e-08 1.11404e-07 6.12534e-08 2.03477e-07 1.63709e-06 1.95245e-07 1.70864e-07 3.44162e-07 1.88335e-07 1.75981e-07 1.46271e-07 3.87152e-07 1.32077e-07 2.47546e-07 2.2137e-07 1.20352e-07 1.19552e-07 4.10626e-07 5.88598e-07 2.73164e-07
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.080619999999999983 -0.010094999999999998 -0.0034749999999999994 0.087770000000000015 0.088500000000000009 -0.011194999999999998 -0.009184999999999997 0.09055500000000001 0.10750500000000002 -0.077824999999999991 -0.076124999999999984 0.092875000000000013 -0.078139999999999973 0.11058000000000003 0.084655000000000022 0.093160000000000007 0.047850000000000011 0.085410000000000014 0.07968500000000002 0.089785000000000018 0.099565000000000015 -0.0072999999999999992 0.086335000000000009 0.087015000000000023 -0.086304999999999979 0.057970000000000008 -0.085734999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 7 8 -5 -10 12 -12 15 14 -14 16 18 -18 20 -20 21 22 25 24 -24 26 27 -11 -29 -28
right_child=1 3 -4 6 5 -7 -8 -9 9 10 11 -13 13 -15 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=-3.814088826720299e-07 1.1552052745338933e-05 1.079229819348863e-05 -1.3019504092000035e-05 5.957081946689869e-06 -4.7206236424109966e-06 3.5846636170130555e-06 3.2866183497996342e-06 -4.8346051760910836e-06 -6.3208516992206031e-06 1.0376036773421853e-05 8.5270530689740553e-06 -1.1081439389215576e-06 -1.9827669716379306e-05 -2.8580066712459025e-07 1.3482722388289404e-05 1.0015235143544574e-05 -1.2843037416132576e-05 3.4761467399372728e-06 1.3755303502875904e-05 1.9337261504153286e-06 -7.014948342295477e-06 1.3874006136964973e-05 1.9448673191754039e-06 -2.5551946803215272e-06 1.2449568965686403e-05 7.2833498393265476e-06 7.414895628234987e-06 -1.9780449412526033e-06 -1.9190148304915058e-05 -4.58125929008352e-07
leaf_weight=196 22 24 20 25 27 21 42 22 27 23 24 24 36 1523 25 21 28 24 20 34 27 21 47 49 35 20 49 205 22 438
leaf_count=196 22 24 20 25 27 21 42 22 27 23 24 24 36 1523 25 21 28 24 20 34 27 21 47 49 35 20 49 205 22 438
internal_value=0 1.15374e-07 -1.5516e-06 2.81017e-08 2.87273e-06 -1.08706e-06 -4.47595e-08 -9.52896e-08 -5.73337e-08 -1.12573e-07 -5.03747e-08 3.70945e-06 -1.18554e-07 -5.12628e-07 -6.17587e-06 4.68663e-07 2.76266e-07 -5.31111e-06 5.69744e-07 6.31209e-06 2.38455e-07 4.53902e-07 1.36535e-07 3.06824e-06 6.42858e-06 -3.708e-07 -5.78511e-07 -2.35613e-06 -3.64618e-06 3.34026e-07
internal_weight=0 2905 216 2883 72 48 2811 2769 2747 2722 2695 48 2647 1584 61 1063 1042 52 990 54 936 909 888 131 82 757 737 250 227 487
internal_count=3121 2905 216 2883 72 48 2811 2769 2747 2722 2695 48 2647 1584 61 1063 1042 52 990 54 936 909 888 131 82 757 737 250 227 487
is_linear=0
shrinkage=0.1


Tree=5998
num_leaves=31
num_cat=0
split_feature=1453 1455 1455 1455 483 1 482 42 39 2 1455 483 484 2 483 148 148 3 150 156 472 160 1428 2 150 42 2 457 4 150
split_gain=4.90327e-08 5.63412e-08 1.90864e-07 9.33414e-08 6.67822e-08 1.88175e-07 1.04558e-07 2.39424e-07 1.76158e-07 7.92977e-08 5.80726e-08 7.78866e-08 2.30395e-07 1.00451e-07 8.85706e-08 6.14912e-08 1.21634e-07 6.68635e-08 1.88562e-07 1.89941e-07 1.78237e-07 1.77723e-07 1.30669e-07 1.32608e-07 1.26944e-07 3.57387e-07 1.98082e-07 1.70526e-07 3.14546e-07 9.21685e-08
threshold=-0.15520499999999995 -0.24112999999999998 -0.097209999999999977 -0.089344999999999994 0.11494000000000001 0.096475000000000019 0.090355000000000005 0.089625000000000024 0.15619500000000003 0.087855000000000003 -0.065979999999999983 -0.095689999999999983 -0.18210999999999997 0.094095000000000012 -0.088629999999999987 -0.10069499999999999 -0.084794999999999981 0.11658 0.11235000000000002 0.083635000000000015 -0.38234499999999999 1.0000000180025095e-35 0.087445000000000009 0.10402500000000002 0.10980500000000001 0.083795000000000022 0.087675000000000017 0.091495000000000007 1.0000000180025095e-35 0.10605000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 8 9 10 -8 -5 12 13 -12 -13 -16 -17 20 19 21 -18 -19 24 -24 27 -26 -27 29 -29 -22
right_child=1 2 3 4 5 -7 7 -9 -10 -11 11 14 -14 -15 15 16 17 18 -20 -21 22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-4.9355094392922184e-06 4.1417453758185731e-06 -9.5132022016471091e-06 6.1383496090456907e-06 -4.768464803419192e-06 -8.5161509869813298e-06 2.8195942916311283e-06 4.2237219011959886e-06 1.1515391462615718e-05 -9.1625397349811736e-06 -2.7897249950863053e-06 -3.5256386032263743e-06 -6.3389660681423269e-06 1.1600885685093882e-05 4.7256263933377345e-06 4.6937578969976003e-06 -7.1040576964757455e-06 -8.8586774164350181e-06 6.6753462344119425e-07 9.256802763173192e-06 7.935020426563418e-06 -1.4759583463324384e-07 -8.6006636738602538e-06 3.744866414005325e-07 1.1399788236303721e-05 -1.1535897712633414e-05 9.2090823500257102e-06 -3.1431063197905555e-06 -2.4828405262919011e-06 1.4627360537453817e-05 6.5083197287527764e-06
leaf_weight=20 33 21 25 25 32 27 28 26 21 38 36 22 23 25 28 24 23 120 29 29 2240 25 24 20 36 20 37 21 22 21
leaf_count=20 33 21 25 25 32 27 28 26 21 38 36 22 23 25 28 24 23 120 29 29 2240 25 24 20 36 20 37 21 22 21
internal_value=0 3.18319e-08 -1.23751e-08 5.31049e-08 2.76365e-09 -3.32861e-06 6.90987e-08 3.38755e-06 -3.72397e-08 1.85677e-07 2.99993e-08 7.24636e-08 3.07188e-06 -1.43973e-07 -1.94558e-08 3.16767e-08 -1.68325e-08 4.69445e-08 1.79138e-06 5.47145e-07 -9.67733e-08 -9.30431e-07 -1.42154e-08 5.38599e-06 -1.13343e-07 -3.73554e-06 1.19099e-06 3.28656e-08 6.27122e-06 -8.57762e-08
internal_weight=0 3101 3068 3047 3022 59 2963 92 2871 66 2850 2825 84 61 2741 2719 2691 2667 203 174 2464 145 2441 44 2397 93 57 2304 43 2261
internal_count=3121 3101 3068 3047 3022 59 2963 92 2871 66 2850 2825 84 61 2741 2719 2691 2667 203 174 2464 145 2441 44 2397 93 57 2304 43 2261
is_linear=0
shrinkage=0.1


Tree=5999
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1204 0 0 12 2 1203 1208 1208 1209 403 403 403 402 402 2 402 3 3 3 1375 1210 3 401 394 160 12 13
split_gain=4.36448e-08 3.01332e-07 1.59831e-07 4.55223e-08 6.17503e-08 6.74266e-08 1.06397e-07 1.21859e-07 5.58246e-08 4.27889e-08 1.13946e-07 5.66163e-08 5.81588e-08 1.53344e-07 8.31475e-08 4.68076e-08 8.77827e-08 1.80789e-07 1.37706e-07 5.18775e-08 2.98004e-07 2.38478e-07 1.7777e-07 1.28047e-07 1.89512e-07 1.37266e-07 3.16233e-07 1.50507e-07 2.98562e-07 4.80955e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.082884999999999986 -0.09515499999999999 -0.082724999999999979 0.11418000000000002 0.097385000000000013 0.084795000000000023 0.11846000000000001 0.10480500000000002 0.10691500000000002 -0.55276999999999987 -0.5335399999999999 -0.50388999999999984 -0.47355499999999995 -0.45015499999999992 0.093840000000000021 -0.42072999999999994 -0.082234999999999989 -0.082334999999999978 -0.082094999999999987 0.086520000000000014 -0.081369999999999984 -0.082484999999999989 0.10711000000000001 -0.10499499999999999 0.08325500000000001 0.089625000000000024 -0.083894999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 -5 -6 7 -7 -1 10 11 12 -3 -14 -15 -16 17 -17 -18 20 22 -21 23 -20 25 26 -25 -28 29 -29
right_child=1 9 -4 4 5 6 -8 -9 -10 -11 -12 -13 13 14 15 16 18 -19 19 21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-3.4218239120374891e-07 1.2038814124285377e-05 -4.3010634374607635e-06 -8.4141292891867389e-06 2.4586759779010595e-06 -6.5571179682895805e-06 -2.7360550057923761e-06 -7.0843745834281439e-06 7.1336465142931875e-06 5.9577220492263386e-06 4.221158190513089e-06 -6.2553396438833545e-06 5.2180357605331149e-06 7.6981092433925369e-06 -5.0072226173369932e-06 4.3498244485817854e-06 1.4243461824510936e-06 8.3427631261656655e-06 -1.1448999928234115e-05 -5.5089807667685918e-06 -1.0050557169961393e-05 1.155773844250992e-05 -2.0266699721815941e-07 9.6309296895924487e-06 -1.1897909894028917e-05 9.7309079873888387e-06 7.9428405859454706e-06 7.4019205477321244e-07 1.3369285733974919e-06 4.2566070438935159e-06 -1.2972316541966698e-05
leaf_weight=39 21 31 28 32 30 29 20 22 22 24 29 21 26 33 25 24 20 20 39 25 24 1500 20 22 21 22 817 46 41 48
leaf_count=39 21 31 28 32 30 29 20 22 22 24 29 21 26 33 25 24 20 20 39 25 24 1500 20 22 21 22 817 46 41 48
internal_value=0 1.03482e-07 -1.35135e-06 -3.31979e-07 -1.36939e-06 -2.58224e-06 -9.02716e-07 1.52146e-06 1.92991e-06 1.6393e-08 -1.8966e-08 4.50534e-08 6.31142e-09 5.44645e-08 -1.78816e-08 4.27847e-08 2.74157e-09 -4.42717e-06 7.64339e-08 1.34524e-08 5.36888e-07 -3.64108e-07 2.9107e-07 1.14179e-07 3.29816e-07 1.316e-07 -4.48344e-08 2.29081e-07 -2.86409e-06 -5.96992e-06
internal_weight=0 2899 222 194 133 101 71 51 61 2878 2854 2825 2804 2773 2747 2714 2689 44 2645 2625 1100 1525 1076 1056 1017 996 974 952 135 94
internal_count=3121 2899 222 194 133 101 71 51 61 2878 2854 2825 2804 2773 2747 2714 2689 44 2645 2625 1100 1525 1076 1056 1017 996 974 952 135 94
is_linear=0
shrinkage=0.1


Tree=6000
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 400 12 1204 10 0 34 9 47 9 47 47 47 47 2 1428 11 12 11 1419 1428 156 157 0 151 43 42
split_gain=4.5573e-08 1.32065e-06 6.99765e-07 2.07103e-07 5.21959e-08 1.79553e-07 2.38958e-07 4.51011e-08 1.76589e-07 2.50938e-07 1.54207e-07 8.99402e-08 1.02819e-06 4.83264e-07 1.06978e-07 7.47565e-08 7.08656e-08 1.77717e-07 8.91656e-08 1.12919e-07 3.93879e-07 7.12689e-08 1.28922e-07 7.64411e-08 1.7206e-07 7.86961e-08 1.20115e-07 8.92117e-08 4.10131e-07 6.11712e-07
threshold=-0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 -0.080619999999999983 0.087445000000000009 -1.0000000180025095e-35 0.0036750000000000007 -0.080119999999999983 -0.010024999999999997 0.091600000000000015 0.094160000000000008 0.082870000000000013 0.09717000000000002 0.09055500000000001 0.087235000000000021 0.078875000000000015 0.084145000000000011 -0.020064999999999996 0.094350000000000003 0.10149500000000002 0.088710000000000011 0.092045000000000016 0.093045000000000017 0.12346500000000001 0.088145000000000015 -0.067094999999999988 -0.10737499999999998 -0.085739999999999997 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 10 -9 -10 11 12 14 -13 15 16 18 -18 -6 21 -21 22 23 24 25 27 -27 28 -20 -30
right_child=2 -3 4 -5 7 6 -8 8 9 -11 -12 13 -14 -15 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-1.141480112691771e-07 -1.7871889246056197e-05 2.4628775860368148e-05 -5.3219081155475582e-06 -1.0849704972315522e-05 -5.3638838039660193e-06 1.4039056666314581e-05 1.3069671846703084e-07 9.4800923837586502e-06 -9.0941535249426533e-06 4.612349916629576e-06 -8.4439354258785737e-06 1.5539549013223932e-05 -2.1278551337119373e-05 4.2367211488682145e-07 6.4732440514490019e-06 -5.1487108288287788e-06 -3.4088677065959754e-06 8.5855465385975549e-06 -5.4448236010342188e-06 1.4988475288105076e-05 -3.424917283085121e-06 -5.8142725368849248e-06 7.0459533890243617e-06 -6.1804769627217733e-06 8.1298018994857563e-06 -6.5113795957871594e-07 -9.2301822457822417e-06 -2.4959050087206199e-07 1.5757343491809718e-05 -4.1486961331079679e-06
leaf_weight=177 22 22 20 20 32 21 30 24 22 34 22 23 23 263 25 29 21 30 38 21 26 22 25 21 25 51 24 1944 38 26
leaf_count=177 22 22 20 20 32 21 30 24 22 34 22 23 23 263 25 29 21 30 38 21 26 22 25 21 25 51 24 1944 38 26
internal_value=0 1.39103e-06 -1.04968e-07 -1.20405e-06 3.07512e-08 2.70849e-06 5.85767e-06 -3.69311e-08 2.30338e-06 -7.72348e-07 -1.05537e-07 -3.77701e-08 -2.35886e-07 1.63928e-06 -3.40585e-08 -1.02614e-07 -4.01838e-08 3.64667e-06 -1.22185e-07 -4.79994e-08 4.80234e-06 -1.50965e-07 -9.41254e-08 -1.76498e-07 -1.17745e-07 -2.14958e-07 -3.39643e-06 -9.83354e-08 2.78441e-06 7.67051e-06
internal_weight=0 219 2902 197 2880 71 51 2809 80 56 2729 2707 2421 286 2398 2373 2344 51 2293 2261 47 2214 2192 2167 2146 2121 75 2046 102 64
internal_count=3121 219 2902 197 2880 71 51 2809 80 56 2729 2707 2421 286 2398 2373 2344 51 2293 2261 47 2214 2192 2167 2146 2121 75 2046 102 64
is_linear=0
shrinkage=0.1


Tree=6001
num_leaves=31
num_cat=0
split_feature=448 0 1446 479 480 480 471 154 474 472 475 475 156 1429 157 157 2 4 1371 160 157 481 1447 4 12 15 2 15 4 12
split_gain=4.58917e-08 9.04859e-08 4.74262e-08 1.17767e-07 5.27505e-08 5.40437e-08 1.01852e-07 7.98234e-08 1.24468e-07 1.26171e-07 5.91239e-08 6.20022e-08 2.90935e-07 1.62287e-07 8.98831e-08 3.67702e-07 3.42744e-07 5.82572e-07 1.3814e-07 3.52204e-07 1.37548e-07 8.17251e-08 4.26926e-07 4.10685e-07 8.38984e-08 4.46521e-07 5.63175e-07 1.4189e-06 5.9417e-07 3.48528e-07
threshold=0.068920000000000023 -0.26609999999999995 -0.09143999999999998 0.11253500000000001 0.10982000000000001 0.10272000000000002 0.094575000000000006 1.0000000180025095e-35 -0.26322499999999993 -0.15279499999999999 0.11922500000000001 0.016915000000000003 0.097165000000000015 -0.10379499999999998 -0.087424999999999989 -0.086394999999999986 0.087470000000000006 -0.0094449999999999968 0.083235000000000017 -0.080934999999999993 -0.083699999999999983 -0.086484999999999992 -0.085684999999999997 -0.050494999999999991 0.084535000000000013 0.081070000000000017 0.083715000000000026 0.087260000000000018 -0.085964999999999986 0.08493500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 -4 -10 11 13 -13 -11 16 -16 -15 -18 20 -20 -17 22 -22 -24 25 -23 28 -28 -27 -26
right_child=-2 2 3 -5 -6 -7 -8 -9 9 10 -12 12 -14 14 15 18 17 -19 19 -21 21 24 23 -25 29 26 27 -29 -30 -31
leaf_value=6.4212742885998032e-06 -4.7748050474183409e-06 -4.5388019457178691e-06 -6.9057938582353443e-06 6.7206435517164211e-06 -3.8980412500677628e-06 4.8355392772978326e-06 -5.9279112947322203e-06 6.0285423015474492e-06 7.1175777411554008e-06 8.7634757749453595e-06 5.4006964080599576e-06 2.96072610776069e-06 -1.2830824875891266e-05 4.3076212407229198e-06 1.2115804391214624e-05 5.9158103602805149e-06 -5.1881456516532443e-08 -2.123584402267755e-05 -1.532564891704169e-05 3.2166943756670838e-06 1.5243470590489561e-05 -5.1348577950689735e-08 -1.0111927810983077e-05 8.072253336135676e-06 7.7374510450075236e-06 -8.908149499932604e-06 -2.8696621733009431e-05 -9.7354583488140629e-07 1.5175522075878691e-05 -2.6567695553026827e-08
leaf_weight=22 20 23 26 26 35 23 29 22 25 21 20 28 20 37 25 39 34 21 20 21 21 744 27 23 60 21 30 48 20 1590
leaf_count=22 20 23 26 26 35 23 29 22 25 21 20 28 20 37 25 39 34 21 20 21 21 744 27 23 60 21 30 48 20 1590
internal_value=0 3.08014e-08 -1.48597e-08 1.91883e-08 -3.83159e-08 6.7894e-09 -3.05798e-08 2.75319e-08 -1.76657e-08 4.41965e-08 -1.74183e-08 -5.54401e-08 -3.61909e-06 5.60735e-09 -6.05254e-08 4.46313e-08 -3.13407e-06 -8.1403e-06 -6.86492e-08 -5.82835e-06 2.13804e-08 -6.75835e-08 3.27821e-06 -1.7472e-06 -1.62112e-07 -9.61058e-07 -6.64865e-06 -1.16363e-05 2.83998e-06 2.5576e-07
internal_weight=0 3101 3079 3056 3030 2995 2972 2943 2921 2895 2870 2850 48 2802 2781 2689 92 55 2664 41 2623 2584 71 50 2513 863 119 78 41 1650
internal_count=3121 3101 3079 3056 3030 2995 2972 2943 2921 2895 2870 2850 48 2802 2781 2689 92 55 2664 41 2623 2584 71 50 2513 863 119 78 41 1650
is_linear=0
shrinkage=0.1


Tree=6002
num_leaves=31
num_cat=0
split_feature=1429 156 1425 123 123 47 2 47 0 47 133 3 1456 4 47 51 16 151 16 393 1428 52 2 481 481 2 1456 133 403 403
split_gain=5.37436e-08 1.38842e-07 6.61331e-08 4.32671e-08 1.13202e-07 5.243e-08 4.07583e-07 1.97838e-07 6.69321e-08 1.13195e-07 1.06763e-07 7.72582e-08 2.16267e-07 7.98402e-08 7.93698e-08 1.85002e-07 1.43355e-07 1.43856e-07 1.25725e-07 6.41604e-08 5.94633e-08 1.54856e-07 2.25972e-07 7.03802e-08 1.50874e-07 5.5851e-07 7.8452e-08 4.82108e-07 2.31083e-07 1.37854e-07
threshold=-0.23752499999999996 0.32523500000000005 0.10129000000000002 0.13162000000000004 0.11410500000000003 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.026509999999999995 0.13975500000000002 0.10466000000000002 0.10299500000000002 -0.077604999999999993 0.24564500000000003 0.12209500000000001 -0.092264999999999986 -0.065229999999999996 -0.064619999999999983 -0.12029499999999999 0.12679500000000002 -0.020064999999999996 -0.55692499999999978 0.10060500000000001 -0.15265499999999996 -0.086484999999999992 0.083935000000000023 0.085790000000000019 0.11224500000000003 -0.55327499999999985 -0.54856499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 19 9 10 11 12 -8 -13 15 -14 18 -18 -17 20 -2 22 -22 -23 25 -25 28 -28 -26 -30
right_child=1 -3 -4 -5 -6 6 8 -9 -10 -11 -12 13 14 -15 -16 16 17 -19 -20 -21 21 23 -24 24 26 -27 27 -29 29 -31
leaf_value=-4.9251081897885094e-06 -4.1982248148997314e-06 8.3399535833450512e-06 -5.2478115425932031e-06 -4.6138443491372537e-06 7.1998511864215048e-06 -1.5030574586489821e-05 -1.0524639723143992e-05 9.8129203771739935e-06 -5.8800417900783944e-06 6.9941029447694424e-06 -6.981030219321838e-06 8.6244811154756475e-06 9.5855607825164356e-06 -2.0383998032359942e-07 -4.651670428756916e-06 -1.1403182012342054e-07 1.5876248731672151e-06 -7.6273195645626408e-06 9.4320211453371246e-06 5.0120733563884503e-06 -1.1343450447990714e-06 -4.3171213468739507e-06 1.1040131239643681e-05 -4.3509367969818418e-06 1.0737111470007221e-05 1.7298081715208272e-05 6.6025608384989845e-07 -1.5581105130580831e-05 -8.1235044425349251e-06 1.5384637911790041e-08
leaf_weight=22 33 20 24 20 22 20 20 21 20 22 23 20 23 21 26 37 32 36 22 26 30 38 31 26 20 22 89 23 21 2311
leaf_count=22 33 20 24 20 22 20 20 21 20 22 23 20 23 21 26 37 32 36 22 26 30 38 31 26 20 22 89 23 21 2311
internal_value=0 3.49637e-08 -1.89824e-08 2.20952e-08 5.2645e-08 4.5833e-10 -1.20546e-06 1.44757e-07 -2.89893e-07 1.06571e-07 -4.7622e-07 1.55048e-07 -6.70727e-07 4.10266e-06 4.49035e-07 1.33316e-06 -1.61372e-07 -3.29088e-06 3.44551e-06 6.8715e-08 2.0104e-08 7.34188e-08 5.05268e-06 -4.5693e-08 1.89225e-08 5.57153e-06 -8.92452e-08 -2.67502e-06 3.38871e-08 -5.79072e-08
internal_weight=0 3099 3079 3055 3035 3013 322 2691 302 282 260 237 196 41 176 150 127 68 59 2670 2644 2611 61 2550 2512 48 2464 112 2352 2332
internal_count=3121 3099 3079 3055 3035 3013 322 2691 302 282 260 237 196 41 176 150 127 68 59 2670 2644 2611 61 2550 2512 48 2464 112 2352 2332
is_linear=0
shrinkage=0.1


Tree=6003
num_leaves=31
num_cat=0
split_feature=33 34 34 11 1420 157 474 1429 1429 157 51 1429 0 0 2 3 157 157 51 49 49 43 157 157 481 481 133 1447 2 2
split_gain=4.711e-08 4.8479e-08 4.95199e-08 6.1663e-08 4.667e-08 1.49339e-07 5.95199e-08 1.79433e-07 8.76195e-08 1.66816e-07 3.69558e-07 8.87715e-08 8.26912e-08 1.75201e-07 1.39169e-07 2.00379e-07 6.51662e-08 2.9622e-07 2.67567e-07 1.96359e-07 2.19797e-07 2.49602e-07 1.21412e-07 1.00834e-07 6.89635e-08 1.72199e-07 5.64142e-07 8.91743e-08 2.77692e-07 6.25226e-07
threshold=-0.0066799999999999993 -0.112215 -0.085114999999999982 -1.0000000180025095e-35 0.056520000000000008 0.63397500000000007 -0.090834999999999985 -0.072014999999999982 -0.060529999999999994 -0.04831499999999999 -0.085604999999999987 -0.0065149999999999991 0.11070500000000001 0.062580000000000011 0.10527500000000002 -0.10217499999999997 -0.087424999999999989 -0.086394999999999986 -0.085534999999999986 0.08610000000000001 -0.0069299999999999995 -0.078139999999999973 -0.085474999999999982 -0.083614999999999981 -0.15265499999999996 -0.086484999999999992 0.048520000000000008 -0.08039499999999998 0.083715000000000026 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5 9 10 -8 -10 13 16 15 -14 18 -18 -13 20 -20 -22 -19 -24 -25 26 -26 28 -27 -30
right_child=1 2 3 4 -6 -7 8 -9 11 -11 -12 12 14 -15 -16 -17 17 22 19 -21 21 -23 23 24 25 27 -28 -29 29 -31
leaf_value=3.7020121132681038e-06 -4.7182638829988063e-06 4.3384301455681942e-06 -5.319391051340393e-06 -9.3561006679010475e-06 -4.4933020588992486e-06 8.6407826620416015e-06 8.0633062279957814e-06 1.9086317948794232e-06 -6.2473749889961811e-06 8.7518202979646791e-06 -9.3092530145592433e-06 -1.1515400212374516e-05 1.185205809759219e-05 -8.6143072735467296e-06 -1.7335544314207528e-06 -5.0057137931010709e-07 1.0907297882852163e-05 -7.1101437545924758e-06 4.1126928298863596e-06 7.5235675607333327e-06 -1.5322958538490639e-05 -4.8017356043008323e-08 6.7765990190144466e-06 -4.5643280965591797e-06 -3.6140868884943375e-06 5.0446503899748728e-06 1.8725315294432223e-05 8.1562171181728309e-08 -1.9578052753944497e-05 -1.202773383307718e-06
leaf_weight=34 22 26 22 26 23 20 25 31 23 33 24 25 29 24 37 24 25 24 29 26 20 23 22 33 26 38 20 2269 23 95
leaf_count=34 22 26 22 26 23 20 25 31 23 33 24 25 29 24 37 24 25 24 29 26 20 23 22 33 26 38 20 2269 23 95
internal_value=0 -4.07782e-08 -7.20404e-09 -4.43829e-08 -5.91745e-09 2.85548e-08 -2.9362e-08 -3.22967e-06 3.31739e-08 3.25574e-06 -4.45702e-07 -6.00361e-08 -9.4284e-09 -1.08033e-07 2.97283e-06 6.25841e-06 -3.23661e-08 7.50462e-08 -2.28104e-06 7.46661e-08 -2.61521e-06 -7.15264e-06 -3.11523e-08 3.61065e-08 -2.31151e-08 3.75324e-08 6.0987e-06 -7.74422e-08 -2.39014e-06 -4.7844e-06
internal_weight=0 3087 3065 3039 3017 2994 2974 57 2917 82 49 2835 2812 2722 90 53 2698 2575 123 98 72 43 2550 2526 2504 2471 46 2425 156 118
internal_count=3121 3087 3065 3039 3017 2994 2974 57 2917 82 49 2835 2812 2722 90 53 2698 2575 123 98 72 43 2550 2526 2504 2471 46 2425 156 118
is_linear=0
shrinkage=0.1


Tree=6004
num_leaves=31
num_cat=0
split_feature=456 456 13 456 1375 130 40 42 483 479 1373 12 457 457 457 447 447 150 150 13 4 160 160 160 133 2 133 42 42 1375
split_gain=4.70181e-08 9.66457e-08 1.40181e-07 7.30511e-08 1.75755e-07 9.8048e-08 1.34296e-07 7.21116e-08 7.10514e-08 9.11011e-08 5.85492e-08 6.29228e-07 1.76402e-07 8.53799e-08 1.12052e-07 8.29129e-08 1.1781e-07 7.82151e-08 2.61206e-07 1.53308e-07 1.50598e-07 1.37304e-07 9.70773e-08 2.25083e-07 1.51357e-07 2.26635e-07 2.1298e-07 1.50185e-07 2.23195e-07 1.39998e-07
threshold=0.10512000000000001 0.091580000000000009 -0.08459499999999999 0.08777500000000002 0.08456000000000001 -0.23123999999999997 -0.24134999999999998 0.15021500000000002 -0.47181499999999993 0.11469500000000001 1.0000000180025095e-35 0.083715000000000026 0.31508000000000008 0.10613500000000002 0.092360000000000012 0.089635000000000006 0.086195000000000008 0.087865000000000013 0.090480000000000019 -0.07965499999999999 -0.0073899999999999999 -0.083899999999999988 0.089015000000000011 0.096485000000000015 0.089595000000000022 0.094400000000000026 0.087170000000000011 0.083595000000000017 0.088670000000000013 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 -7 8 -8 10 12 -12 13 14 15 16 17 22 -19 20 21 -20 29 -24 26 -26 27 -25 -29 -10
right_child=-2 2 -4 4 -6 6 7 -9 9 -11 11 -13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=6.6966413979488697e-06 -3.3640968151702537e-06 1.0888245175806333e-05 -2.475711644715025e-07 -7.7459901812953586e-06 3.3857818656859154e-06 -7.9724844778996022e-06 4.8484416583960414e-06 5.4007991957405471e-06 1.565347495574335e-08 -6.7690834265476957e-06 1.1731935720651082e-05 -9.9724434242241177e-06 -8.104297194222454e-06 5.8354767925266063e-06 -5.6570435961995309e-06 5.1795449786779148e-06 -7.6681974610437456e-06 1.2937803212480503e-05 1.4088979179405216e-06 -4.9536823527367756e-06 -1.6475476741106833e-06 1.3126584575928747e-05 -1.0174724725402485e-05 2.6781556032111789e-06 1.3161736282540915e-06 -1.3738238458245179e-05 1.0047315111348456e-05 -1.2442455474890514e-05 4.1141856010134302e-07 7.53948241526814e-06
leaf_weight=22 41 20 26 37 23 21 30 25 2300 20 34 22 27 25 35 31 20 20 20 35 36 20 30 58 20 20 21 22 35 25
leaf_count=22 41 20 26 37 23 21 30 25 2300 20 34 22 27 25 35 31 20 20 20 35 36 20 30 58 20 20 21 22 35 25
internal_value=0 4.4785e-08 4.59409e-06 -2.41893e-08 -3.47881e-06 4.55072e-08 -4.06092e-09 5.30312e-08 7.0249e-09 -4.34767e-08 3.62142e-09 3.20522e-06 -6.04105e-08 1.79108e-08 -3.50146e-08 3.75143e-08 -2.192e-08 3.55276e-08 2.41813e-06 5.22694e-07 3.04471e-06 7.26774e-06 -8.77917e-08 -2.1684e-06 -8.03688e-07 -6.21103e-06 7.86708e-07 -9.0436e-07 -4.54973e-06 9.65549e-08
internal_weight=0 3080 46 3034 60 2974 2952 2931 2906 2876 2856 56 2800 2773 2748 2713 2682 2662 131 111 76 40 2531 206 176 40 136 115 57 2325
internal_count=3121 3080 46 3034 60 2974 2952 2931 2906 2876 2856 56 2800 2773 2748 2713 2682 2662 131 111 76 40 2531 206 176 40 136 115 57 2325
is_linear=0
shrinkage=0.1


Tree=6005
num_leaves=31
num_cat=0
split_feature=130 10 0 40 2 45 132 1185 15 130 129 472 1429 1429 47 10 10 0 16 47 47 1 39 9 9 484 49 49 3 160
split_gain=4.66171e-08 1.36225e-07 1.86219e-07 1.07482e-07 7.86225e-08 1.00407e-07 4.82924e-08 3.20383e-07 1.60397e-07 4.99869e-08 4.48545e-08 4.36292e-08 1.35493e-07 6.40317e-08 4.588e-08 4.11027e-07 1.06366e-06 3.5101e-07 1.11757e-06 4.80939e-07 1.3021e-07 9.22044e-08 8.61831e-08 2.40896e-07 3.35528e-07 6.83379e-08 6.2104e-08 2.39417e-07 2.20526e-07 4.61511e-07
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 -0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.13392499999999996 -0.082304999999999975 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 0.094160000000000008 -0.011559999999999999 -0.084119999999999986 -0.10151999999999999 -0.12029499999999999 0.097970000000000015 0.091210000000000013 0.111945 -1.0000000180025095e-35 0.092235000000000011 1.0000000180025095e-35 -0.078424999999999981 0.10347500000000003 0.10595500000000001 -0.087429999999999994 -0.081969999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 8 -8 -7 -9 -11 -12 -13 -14 15 16 -15 18 21 -19 22 -16 -17 24 26 -21 -24 -28 -29 -30
right_child=1 3 -4 4 -6 6 7 9 -10 10 11 12 13 14 17 20 -18 19 -20 25 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-4.8124048657882675e-06 -8.1998631295781309e-07 -7.1752362644128013e-06 1.2662779345191668e-05 -7.1007658084454304e-06 6.1011651057794686e-06 -3.4141944236515753e-07 1.2425565295242925e-05 -4.6154491349665006e-06 -8.2152565785994128e-06 3.9779392628933521e-06 -4.2206102231527135e-06 8.2621700607887762e-06 -5.2530191722958669e-06 2.8811689000187998e-06 -3.9111693577949824e-06 5.4448203854917667e-06 -2.6267021978908034e-05 -1.5321101575084736e-05 2.6660169571966565e-05 -3.4417195124522991e-06 7.9385037527875589e-06 3.8656020903241981e-06 1.1347283460939228e-07 -9.0969113255690388e-06 1.2364829332124248e-05 1.5938829944953955e-06 -1.2136292380091619e-05 7.2013101582039484e-06 -1.2544582962749648e-05 1.0937022416328547e-06
leaf_weight=20 21 21 20 20 21 188 21 23 30 29 24 20 23 31 31 29 21 21 21 33 21 30 2021 29 22 147 20 30 33 100
leaf_count=20 21 21 20 20 21 188 21 23 30 29 24 20 23 31 31 29 21 21 21 33 21 30 2021 29 22 147 20 30 33 100
internal_value=0 3.10325e-08 5.75697e-06 -4.56876e-08 3.57881e-09 -3.88497e-08 8.26112e-09 1.20652e-07 -1.42498e-06 2.69933e-08 6.60197e-08 2.41114e-08 6.20813e-08 4.96004e-10 4.62653e-08 -9.81867e-08 -8.89022e-06 1.24935e-06 6.76324e-06 -1.00009e-06 1.00158e-07 -8.65277e-08 2.80896e-08 -4.15712e-08 7.64004e-08 6.70689e-07 -4.62609e-08 -1.81031e-06 -5.43323e-07 -2.29023e-06
internal_weight=0 3101 41 3060 3039 3018 2998 2780 218 2759 2736 2707 2683 2663 2640 2357 52 283 82 201 2305 61 2284 2255 2226 180 2204 183 163 133
internal_count=3121 3101 41 3060 3039 3018 2998 2780 218 2759 2736 2707 2683 2663 2640 2357 52 283 82 201 2305 61 2284 2255 2226 180 2204 183 163 133
is_linear=0
shrinkage=0.1


Tree=6006
num_leaves=31
num_cat=0
split_feature=1429 156 16 43 1429 16 475 132 481 15 132 151 51 402 0 2 2 1446 1446 42 1446 154 158 1212 1451 52 97 34 34 9
split_gain=4.90323e-08 1.25904e-07 6.63677e-08 1.17239e-07 9.96701e-08 9.28293e-08 1.47327e-07 5.68593e-08 1.81728e-07 2.03108e-07 1.18851e-07 2.83738e-07 1.1826e-07 2.45421e-07 1.64633e-07 8.05144e-08 2.46878e-07 7.13247e-08 7.03026e-08 2.04839e-07 1.61884e-07 1.01432e-07 9.17141e-08 2.56119e-07 3.68944e-07 2.18573e-07 1.2895e-07 1.52537e-07 3.80776e-07 1.49429e-07
threshold=-0.23752499999999996 0.32523500000000005 0.63636000000000015 -0.04890499999999999 -0.10379499999999998 0.52822500000000006 -0.011519999999999997 0.089365000000000014 -0.00058999999999999992 0.093575000000000019 0.082230000000000011 -0.0071249999999999985 0.092235000000000011 0.090045000000000014 0.024095000000000002 0.082850000000000021 0.08708500000000001 0.11655500000000001 0.096495000000000011 0.091295000000000015 0.091180000000000011 1.0000000180025095e-35 0.07968500000000002 0.087615000000000012 1.0000000180025095e-35 -0.19683499999999995 -0.085734999999999992 -0.057544999999999992 -0.112215 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 7 -7 10 -9 12 17 -12 13 14 15 -10 -17 18 20 -20 21 22 26 24 25 -24 -6 28 -28 -29
right_child=1 -3 3 -5 5 6 -8 8 9 -11 11 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=-4.7042840668092887e-06 6.201561258369391e-06 7.9419966186833343e-06 1.3174606681873448e-06 -9.2493026472982908e-06 -8.2077657077661572e-06 -9.1330580492662458e-06 1.5441709441195901e-06 1.0639899560374033e-05 -3.4194599777492841e-06 -7.6232396955114942e-06 4.4277356118982425e-06 -1.084960788008879e-05 9.0632059027484505e-06 -9.2112317469443602e-06 1.0115306027334788e-05 1.2329341809618199e-05 4.6426046335707522e-08 -4.9170921619375365e-06 8.4453605086309836e-06 -3.1473922591531949e-06 -8.5521434636410223e-06 7.1564327572559707e-06 1.1248715349037889e-05 -8.4874612184648874e-06 1.5576647687680633e-05 6.0055438664076448e-07 -4.2487990702449519e-06 -1.5590684532610336e-07 1.3626662799791891e-05 -6.5661643917780099e-06
leaf_weight=22 26 20 21 21 20 28 24 20 32 26 20 31 20 21 23 20 90 29 35 27 22 20 21 23 20 235 22 2119 26 37
leaf_count=22 26 20 21 21 20 28 24 20 32 26 20 31 20 21 23 20 90 29 35 27 22 20 21 23 20 235 22 2119 26 37
internal_value=0 3.33972e-08 -1.7974e-08 -3.96592e-06 3.66238e-08 -1.66104e-08 -4.20511e-06 5.69961e-08 1.49372e-06 7.05252e-07 -7.6751e-08 -4.85849e-06 1.75642e-06 9.70745e-07 2.26663e-06 9.95369e-07 2.27968e-06 1.50671e-08 6.95142e-08 3.3969e-06 -1.09139e-08 6.2978e-08 6.74764e-09 1.65109e-06 2.49596e-06 1.47404e-06 -2.14321e-07 -1.41785e-07 5.43374e-06 -2.65916e-07
internal_weight=0 3099 3079 42 3037 3011 52 2959 252 232 2707 51 206 186 165 142 110 2656 2627 62 2565 2543 2523 299 276 256 2224 2204 48 2156
internal_count=3121 3099 3079 42 3037 3011 52 2959 252 232 2707 51 206 186 165 142 110 2656 2627 62 2565 2543 2523 299 276 256 2224 2204 48 2156
is_linear=0
shrinkage=0.1


Tree=6007
num_leaves=31
num_cat=0
split_feature=9 10 0 9 0 132 1203 1185 50 12 12 160 12 12 1213 12 1212 158 158 133 1447 2 1212 12 52 12 133 133 16 150
split_gain=5.61851e-08 1.02107e-07 2.42343e-07 1.22783e-07 6.06488e-08 5.188e-08 1.38927e-06 6.6174e-07 2.90063e-07 6.07877e-08 3.62681e-07 4.49437e-07 3.10813e-07 1.92218e-07 1.89366e-07 2.56318e-07 1.49672e-07 1.42488e-07 4.57481e-07 2.30629e-07 2.66736e-07 8.34319e-07 8.3368e-07 2.8363e-07 1.95292e-07 6.40319e-07 2.1889e-07 2.41888e-07 6.72647e-07 9.11413e-07
threshold=0.092410000000000006 0.053330000000000009 -0.066689999999999985 0.087755000000000014 -0.047369999999999995 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.085355000000000014 0.085635000000000003 -1.0000000180025095e-35 0.085250000000000006 0.085955000000000018 -0.087049999999999975 0.08401500000000002 0.087615000000000012 0.11136500000000001 0.10667500000000002 0.11269500000000002 -0.086279999999999982 0.087625000000000022 0.0025400000000000002 0.08493500000000001 0.048770000000000008 0.082480000000000012 0.091250000000000012 0.08622500000000001 -0.0087049999999999992 0.084335000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -2 6 8 -7 -1 12 11 -11 14 -12 15 -9 17 18 19 20 21 -16 23 24 26 -26 27 -22 29 -29
right_child=4 2 -4 -5 -6 7 -8 9 -10 10 13 -13 -14 -15 16 -17 -18 -19 -20 -21 22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=1.2114594744485949e-07 7.2436684247763468e-06 -1.2890761718153954e-05 2.4901634917893849e-06 7.6312454769408987e-06 3.7841204360692278e-07 -1.7432006478140302e-05 2.5887338417652206e-05 -5.4970180283220318e-07 -1.259505027519481e-05 -1.0329879019298547e-06 -7.2046677496473428e-06 1.9419580563738819e-05 -1.2637375628054587e-05 2.8855014119106407e-07 -2.3482675275090514e-05 1.3121388378560064e-05 -7.6205074056664063e-06 -8.2357207445412588e-06 1.4697153362703832e-05 8.2034293427568638e-06 5.9869939488842068e-07 4.4441353430141568e-06 1.874433245658028e-05 -1.2175266651452562e-05 -1.2774364602094312e-06 -1.8800884098861086e-05 8.7629038773684449e-06 -2.4102494434272457e-06 3.6597350331773596e-06 -2.8624295756734295e-05
leaf_weight=174 22 20 21 21 31 22 21 32 20 21 35 22 21 1564 20 24 30 23 20 29 541 23 22 22 159 24 28 36 52 21
leaf_count=174 22 20 21 21 31 22 21 32 20 21 35 22 21 1564 20 24 30 23 20 29 541 23 22 22 159 24 28 36 52 21
internal_value=0 -5.57739e-08 -5.01273e-06 1.13668e-08 3.22814e-06 -4.18658e-08 1.45494e-06 -1.5717e-07 -1.1898e-06 -1.99195e-08 3.6825e-07 9.43112e-06 -5.8547e-07 1.24533e-07 -3.56636e-07 5.30934e-06 -6.58821e-07 -4.54066e-07 -2.74549e-07 -5.81032e-07 -8.49755e-07 -8.54508e-06 -4.84121e-07 -9.63199e-07 -6.76712e-07 -3.57559e-06 1.0573e-07 -2.67195e-07 -4.56489e-06 -1.20681e-05
internal_weight=0 3068 41 3027 53 3006 215 2791 194 2769 1642 43 1127 1599 1106 56 1050 1020 997 977 948 43 905 883 861 183 678 650 109 57
internal_count=3121 3068 41 3027 53 3006 215 2791 194 2769 1642 43 1127 1599 1106 56 1050 1020 997 977 948 43 905 883 861 183 678 650 109 57
is_linear=0
shrinkage=0.1


Tree=6008
num_leaves=31
num_cat=0
split_feature=156 472 1429 1429 153 157 2 155 155 157 47 47 47 2 51 159 475 474 156 50 155 50 1211 483 157 50 16 42 4 0
split_gain=4.76493e-08 6.01544e-08 5.97589e-08 7.73176e-08 7.93093e-08 5.59227e-08 1.05795e-07 7.2397e-08 1.17815e-07 1.30139e-07 6.90689e-08 4.6174e-07 2.3399e-07 7.2817e-08 7.12238e-08 6.52588e-08 6.22935e-08 2.41325e-07 1.66119e-07 9.73549e-08 9.37919e-08 7.78184e-08 4.09952e-07 1.33543e-07 2.77236e-07 2.08891e-07 2.45278e-07 2.04442e-07 1.79768e-07 1.60138e-07
threshold=0.3248100000000001 -0.097514999999999977 0.12387000000000002 0.11475 0.082840000000000011 0.11933000000000001 0.095040000000000013 0.11562500000000002 0.10772000000000002 0.099625000000000005 0.092165000000000011 0.096475000000000019 0.088915000000000008 0.14445500000000003 0.13529500000000003 -0.096634999999999985 0.016915000000000003 0.11134000000000001 0.088410000000000016 0.13767000000000004 0.083440000000000014 0.096900000000000014 0.11048500000000001 0.087520000000000014 -0.084489999999999996 0.10954500000000002 -0.074319999999999983 0.086135000000000003 -0.077679999999999985 -0.087634999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 8 9 10 12 -12 16 14 15 -13 17 19 -18 20 21 -3 23 24 -23 26 -26 -25 -27 -30
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 -11 11 13 -14 -15 -16 -17 18 -19 -20 -21 -22 22 -24 27 25 28 -28 -29 29 -31
leaf_value=5.5002028807393807e-06 -4.5348042476689443e-06 -1.1980942915844236e-07 -5.1950235171137717e-06 6.2327721116162139e-06 -5.3027957802344517e-06 -1.6065065089302761e-06 6.2923379212010421e-06 -5.2754935943802111e-06 7.1536146527290377e-06 -7.6937279676382207e-06 -1.2377653552796212e-05 -5.3684373294042112e-06 8.6960574265049214e-06 -5.4241798762711326e-06 6.0296079595900665e-06 4.7323200908017584e-07 1.7151982249812976e-06 1.0832968594816824e-05 -1.0407150084574824e-05 -5.5012101931366018e-06 6.4939907805756267e-06 -9.9029863512052031e-06 1.4774179662295367e-05 1.0991182154140445e-05 4.2589751568057849e-07 -1.0573554118309404e-05 1.2993128584639636e-05 -1.8387352235510229e-06 -6.1296371838509984e-06 3.6889351695603893e-06
leaf_weight=20 23 2144 22 20 28 30 39 26 23 22 34 21 32 23 21 214 26 21 20 31 23 28 22 27 41 20 25 23 26 46
leaf_count=20 23 2144 22 20 28 30 39 26 23 22 34 21 32 23 21 214 26 21 20 31 23 28 22 27 41 20 25 23 26 46
internal_value=0 3.36652e-08 -1.85487e-09 3.55305e-08 -5.29454e-09 4.40173e-08 2.85806e-06 -2.2049e-08 2.48407e-08 -3.18935e-08 2.68793e-08 -1.37521e-06 1.98642e-07 -3.44083e-08 4.49829e-07 -4.87895e-08 9.08665e-08 1.58581e-07 -3.55539e-06 6.73093e-08 1.38494e-07 7.76383e-08 1.71844e-06 5.01385e-07 -7.31958e-07 8.93287e-07 5.18621e-06 5.08942e-06 -2.18642e-06 1.4334e-07
internal_weight=0 3098 3078 3056 3036 3008 69 2939 2913 2890 2868 313 2555 279 256 235 2523 2477 46 2456 2425 2402 258 236 186 158 66 50 92 72
internal_count=3121 3098 3078 3056 3036 3008 69 2939 2913 2890 2868 313 2555 279 256 235 2523 2477 46 2456 2425 2402 258 236 186 158 66 50 92 72
is_linear=0
shrinkage=0.1


Tree=6009
num_leaves=31
num_cat=0
split_feature=9 10 34 2 43 43 479 43 12 12 12 1447 12 133 4 1455 47 10 2 3 403 51 1213 403 403 4 132 132 1204 12
split_gain=4.49573e-08 8.18998e-08 2.07069e-07 1.1312e-07 5.22241e-08 1.77401e-07 1.75191e-07 2.01029e-07 1.22432e-07 8.05894e-07 7.73704e-07 6.11686e-07 4.39173e-07 5.52399e-07 2.4475e-07 2.22282e-07 1.45128e-07 1.04575e-06 5.43039e-07 2.07937e-07 1.43747e-07 4.63023e-07 3.76291e-07 7.18486e-07 3.60114e-07 9.14622e-07 5.7262e-07 2.33242e-06 1.47364e-06 3.14503e-07
threshold=0.092410000000000006 0.053330000000000009 -0.028109999999999996 -0.090999999999999984 -0.077824999999999991 -0.077044999999999988 0.10061500000000002 -0.078139999999999973 0.083715000000000026 0.083985000000000018 0.082480000000000012 -0.086279999999999982 0.08493500000000001 -0.0084449999999999994 -0.50427999999999995 -0.079434999999999992 0.094160000000000008 -0.0097449999999999985 0.083995000000000014 0.099930000000000005 -0.0038999999999999994 0.090560000000000015 -0.090764999999999985 -0.014954999999999998 -0.074254999999999988 -0.077834999999999988 -0.083284999999999984 -0.085099999999999981 -0.068659999999999985 0.086655000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 7 -5 10 -10 16 -11 13 -13 -14 -16 17 -7 -18 -20 21 22 -17 24 26 -26 27 -24 -28 -30
right_child=-2 2 -4 4 5 8 -8 -9 9 11 -12 12 14 -15 15 20 18 -19 19 -21 -22 -23 23 -25 25 -27 28 -29 29 -31
leaf_value=6.4540492198156481e-06 2.8876359026697795e-06 -1.1424726151398361e-05 2.7928416875511176e-06 5.1938879245353909e-07 -7.8662954746828143e-06 -2.1621713206817127e-05 -7.3036967056136096e-06 1.0640748323567095e-05 1.9289478479384509e-05 -1.6940451373990248e-05 -1.6300461148106978e-05 1.6484700938690368e-06 -8.9267043328559773e-06 2.1677114896842148e-05 -9.2466309088194972e-06 -1.0538181734800949e-05 1.7646020603478976e-05 -1.9330923831427915e-07 -9.3222761019465662e-06 2.2648481962339973e-06 1.2393797617330394e-06 -1.3772311048241036e-05 -1.8355888634122776e-06 1.773070364675811e-05 -2.1716324889863561e-05 3.0445024783278184e-06 -2.6209953274370824e-05 3.7766853915854886e-05 -8.364263446985147e-06 2.5193319112765274e-06
leaf_weight=27 53 21 20 1043 31 24 28 20 22 21 33 40 31 21 25 33 20 446 21 59 655 27 58 23 26 35 22 20 31 185
leaf_count=27 53 21 20 1043 31 24 28 20 22 21 33 40 31 21 25 33 20 446 21 59 655 27 58 23 26 35 22 20 31 185
internal_value=0 -4.98877e-08 -4.48933e-06 1.02435e-08 -4.77508e-08 -3.63167e-07 5.04156e-07 7.09819e-07 -2.39314e-07 3.15955e-07 -1.41339e-06 -1.71796e-08 2.71285e-07 8.54358e-06 -1.59637e-07 7.87659e-08 -5.51506e-07 -1.28753e-06 2.90779e-06 -7.76772e-07 2.87855e-07 -1.06703e-06 -2.74786e-07 5.71944e-07 -4.74877e-07 -7.50929e-06 8.83032e-07 8.31888e-06 -1.55393e-06 9.57334e-07
internal_weight=0 3068 41 3027 3000 1909 1091 1063 1878 1275 603 1253 1232 61 1171 1140 570 470 100 80 1115 460 433 400 377 61 316 78 238 216
internal_count=3121 3068 41 3027 3000 1909 1091 1063 1878 1275 603 1253 1232 61 1171 1140 570 470 100 80 1115 460 433 400 377 61 316 78 238 216
is_linear=0
shrinkage=0.1


Tree=6010
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1208 1209 1209 403 0 2 2 474 14 401 15 15 3 16 484 52 0 12 43 1210 43 2 4 1375 49 2
split_gain=6.3402e-08 3.47477e-07 1.62776e-07 4.98502e-08 8.34996e-08 1.03411e-07 5.85033e-08 6.86635e-08 1.66557e-07 6.26323e-08 2.8842e-07 1.88478e-07 1.62763e-07 1.59207e-07 1.64399e-07 2.25738e-07 4.13398e-07 3.15454e-07 6.41631e-07 4.48445e-07 2.30931e-07 1.57165e-07 1.53442e-07 5.32196e-07 3.51956e-07 2.31913e-07 6.83408e-07 2.65328e-07 2.36134e-07 5.03827e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.12461500000000002 0.10233500000000001 -0.097919999999999993 0.10656 -0.5341999999999999 -0.086234999999999992 0.088125000000000023 0.088930000000000023 0.084510000000000016 0.083150000000000016 -0.46360499999999999 0.11842000000000001 0.089595000000000022 -0.087429999999999994 -0.013324999999999998 -0.017214999999999998 0.008405000000000001 -0.076899999999999982 0.110195 0.0034250000000000005 -0.094799999999999982 0.042785000000000004 0.087545000000000026 -0.0086549999999999978 -0.15308499999999997 0.08610000000000001 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 7 8 -7 12 11 -11 13 -9 15 21 -17 19 -19 20 -18 22 23 -15 -24 27 -27 -25 -29 -30
right_child=1 3 -4 -5 -6 6 -8 9 -10 10 -12 -13 -14 14 -16 16 17 18 -20 -21 -22 -23 24 25 -26 26 -28 28 29 -31
leaf_value=-6.000212589493252e-07 1.294137238714722e-05 -7.1626606677455141e-06 -8.7563061535027895e-06 -4.9439192707723128e-06 4.6614544713427162e-06 1.8525240628387903e-06 5.3119402396294478e-06 -7.7008221937417556e-06 -1.0625245217852354e-05 -9.0953816213140412e-06 -3.6520270748129574e-08 2.1378033034125109e-06 -7.7559672718052762e-06 1.6166386293744755e-05 -5.7789490963639566e-06 -5.7896670869202658e-06 4.7752955720859589e-07 1.2749017066653323e-05 -1.2581420687638458e-05 2.144993079161429e-05 1.4095325009293446e-05 7.958523665203237e-06 -1.2598947424303058e-05 -1.0388210519825709e-05 1.0377890579217242e-07 1.5966619643597157e-05 -4.5627817980271034e-06 -2.4986352202730538e-07 3.2960864245978886e-07 1.8787204950989517e-05
leaf_weight=194 21 20 28 20 39 23 21 22 20 59 1362 20 23 22 36 30 33 20 20 27 20 28 29 24 88 34 31 736 50 21
leaf_count=194 21 20 28 20 39 23 21 22 20 59 1362 20 23 22 36 30 33 20 20 27 20 28 29 24 88 34 31 736 50 21
internal_value=0 1.24726e-07 -1.62874e-06 3.12059e-08 6.60214e-08 2.44496e-09 5.36426e-08 1.3893e-08 -3.95109e-06 7.6231e-08 -3.77246e-07 -6.25154e-06 5.81224e-07 7.32094e-07 8.80632e-07 1.07828e-06 4.70983e-06 7.33471e-06 8.37982e-08 1.09602e-05 5.61632e-06 5.65829e-07 3.65833e-07 8.00517e-07 -3.04476e-06 4.2323e-07 6.17567e-06 -2.67207e-08 2.81428e-07 5.7889e-06
internal_weight=0 2899 222 2878 2858 2819 2799 2778 43 2735 1441 79 1294 1271 1249 1213 150 120 40 80 53 1063 1035 918 117 896 65 831 807 71
internal_count=3121 2899 222 2878 2858 2819 2799 2778 43 2735 1441 79 1294 1271 1249 1213 150 120 40 80 53 1063 1035 918 117 896 65 831 807 71
is_linear=0
shrinkage=0.1


Tree=6011
num_leaves=31
num_cat=0
split_feature=132 393 1203 10 0 34 9 9 1 1374 1375 160 160 3 160 16 160 481 43 4 1212 1210 1 1 150 4 43 484 4 15
split_gain=5.19793e-08 2.55813e-07 2.13588e-07 4.92024e-08 1.89618e-07 1.95158e-07 1.35957e-07 6.26447e-08 4.55905e-08 2.7471e-07 2.73903e-07 2.3857e-07 3.75653e-07 3.64861e-07 1.75994e-07 6.43787e-07 1.96197e-07 1.54615e-07 1.32382e-07 3.30249e-07 1.81197e-07 1.65937e-07 3.11482e-07 6.18711e-07 4.17322e-07 5.46832e-07 2.05387e-07 1.78335e-07 2.97272e-07 1.61718e-07
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 0.0036750000000000007 -0.080119999999999983 -0.010024999999999997 0.091600000000000015 0.085355000000000014 0.088975000000000012 0.089635000000000006 0.096150000000000013 -0.55248999999999981 -0.54512499999999997 -0.087044999999999983 0.11205000000000002 -0.021269999999999997 0.088755000000000014 -0.082049999999999984 0.062770000000000006 -0.062539999999999984 0.088355000000000003 -0.00064999999999999986 0.093700000000000019 0.096255000000000021 0.084335000000000007 -0.025314999999999994 -0.032879999999999993 0.10126500000000001 0.6227450000000001 0.09006500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 -5 -6 7 8 9 11 14 13 -13 -2 16 -16 17 -10 20 -20 21 -19 24 26 25 29 -24 28 -25 -23
right_child=1 -3 -4 4 5 -7 -8 -9 10 -11 -12 12 -14 -15 15 -17 -18 18 19 -21 -22 22 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-4.9213171587789658e-07 2.056876977576394e-06 1.0853640114047184e-05 -1.1340702574216266e-05 9.9154517291329587e-06 -8.0608386001172643e-06 3.9586177107204487e-06 -7.8712275312268915e-06 5.4621269360463234e-06 -8.9914654199674254e-06 1.049498807613138e-05 -1.1584971426517851e-05 1.3943719175131265e-05 1.5552421475961469e-07 -1.7044459775661382e-05 1.8951541178466869e-05 -6.1175343803586745e-06 -7.7191591953050132e-06 -8.0648755711081323e-06 -1.5140204479848763e-05 2.156476037217705e-08 7.6276198001323797e-06 -1.4702270712351653e-06 -5.6357299805703022e-06 1.0512790864549496e-08 -6.3846157270465765e-06 2.0969826516648029e-05 -1.979542822482472e-05 -8.7010981427614435e-06 1.137019161679594e-05 8.0229981940168442e-06
leaf_weight=196 20 22 20 24 22 35 22 21 20 26 22 20 1642 20 20 21 37 25 20 51 32 34 21 574 26 24 20 22 24 38
leaf_count=196 20 22 20 24 22 35 22 21 20 26 22 20 1642 20 20 21 37 25 20 51 32 34 21 574 26 24 20 22 24 38
internal_value=0 1.11282e-07 -1.49663e-06 2.93082e-08 2.45906e-06 -6.80471e-07 -4.0931e-08 2.10354e-08 -2.03792e-08 2.93613e-07 -5.46643e-07 1.37775e-07 3.21447e-07 -7.49379e-06 -3.05966e-07 6.11128e-06 -5.77771e-07 -2.93957e-07 -1.03013e-07 -4.24936e-06 2.47452e-07 -4.48316e-08 2.11236e-07 -6.45634e-07 4.85379e-06 7.89752e-06 -1.25429e-05 1.41121e-07 4.6642e-07 3.54009e-06
internal_weight=0 2905 216 2883 81 57 2802 2780 2759 1728 1031 1702 1662 40 1009 41 968 931 911 71 840 808 783 661 122 96 41 620 598 72
internal_count=3121 2905 216 2883 81 57 2802 2780 2759 1728 1031 1702 1662 40 1009 41 968 931 911 71 840 808 783 661 122 96 41 620 598 72
is_linear=0
shrinkage=0.1


Tree=6012
num_leaves=31
num_cat=0
split_feature=1447 52 160 51 1447 1453 1447 1447 475 484 475 2 1 15 474 1429 475 1429 155 47 47 47 1447 1456 1446 484 12 13 159 158
split_gain=4.54164e-08 1.65082e-07 2.5014e-07 1.31734e-07 1.20407e-07 1.71537e-07 8.25634e-07 3.59583e-07 5.55674e-08 4.01203e-07 3.87067e-07 1.95326e-07 1.64627e-07 1.80406e-07 8.77871e-08 1.19779e-07 2.70786e-07 7.52596e-08 7.14318e-08 6.28112e-08 4.07839e-07 2.46673e-07 8.47485e-08 8.4533e-08 1.15347e-07 8.52498e-08 3.05256e-07 2.18243e-07 1.37536e-07 2.82626e-07
threshold=-0.086849999999999997 0.26746000000000009 -0.090484999999999996 -0.015099999999999997 -0.086279999999999982 -0.13306499999999996 -0.085684999999999997 -0.084549999999999986 -0.086279999999999982 0.085790000000000019 -0.085669999999999982 0.086950000000000013 0.10234000000000001 -0.011859999999999997 -0.090834999999999985 -0.060529999999999994 0.016915000000000003 -0.011139999999999999 0.11245500000000001 0.092165000000000011 0.096475000000000019 0.088915000000000008 0.087755000000000014 0.11585000000000002 0.10573500000000001 -0.10156 0.094580000000000011 -0.083499999999999977 -0.47215999999999997 -0.46695499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6 -7 -8 9 11 -10 -9 13 -13 -12 16 -16 -17 19 21 -21 22 23 24 25 26 27 -19 -27 -30
right_child=4 -3 3 -5 5 6 7 8 10 -11 14 12 -14 -15 15 17 -18 18 -20 20 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=1.3717856256248308e-05 -7.2713723907129506e-06 -5.6364837564615297e-06 6.3385647354152751e-06 -4.7584078016449858e-06 -9.0148224314491801e-06 2.0304650138882607e-05 -1.227232664859912e-05 6.2318537192578122e-06 1.3979052819195203e-05 -1.4007698628713274e-05 -5.4556827684603475e-06 8.2759188444470058e-07 4.7003148248829049e-06 -1.0085676519862099e-05 1.0378434807145304e-05 -6.1427834407368212e-06 -2.0608024104668794e-06 7.6831611058087617e-06 5.5633123199937552e-06 -1.2065938648220254e-05 -1.2395723105179029e-07 1.0680112023402962e-05 -5.7497319940011952e-06 -5.9277171678094545e-06 5.5568632188414301e-06 6.910692790488124e-06 1.3980577186885058e-05 -4.4350469947641524e-06 -1.0713612578911125e-05 -1.7754345763949608e-08
leaf_weight=21 23 20 20 23 21 20 24 39 20 23 29 28 24 33 35 20 35 23 23 32 269 22 25 23 39 28 20 42 25 2092
leaf_count=21 23 20 20 23 21 20 24 39 20 23 29 28 24 33 35 20 35 23 23 32 269 22 25 23 39 28 20 42 25 2092
internal_value=0 2.29373e-06 4.77192e-06 4.02975e-07 -6.34441e-08 -8.43998e-09 5.47521e-08 -8.14732e-08 1.77403e-08 -1.87743e-06 1.17166e-07 3.72541e-07 -2.31585e-06 -5.07631e-06 1.75115e-08 7.51659e-08 4.15882e-06 -3.13773e-08 1.45213e-08 -3.38204e-08 -1.39354e-06 1.41158e-07 4.10903e-08 1.04254e-07 1.65398e-07 7.11073e-08 3.17709e-06 -1.47066e-07 -5.19734e-08 -1.44063e-07
internal_weight=0 84 64 43 3037 3014 2993 2973 2949 147 2802 124 85 61 2782 2753 70 2683 2663 2640 301 2339 2317 2292 2269 2230 85 65 2145 2117
internal_count=3121 84 64 43 3037 3014 2993 2973 2949 147 2802 124 85 61 2782 2753 70 2683 2663 2640 301 2339 2317 2292 2269 2230 85 65 2145 2117
is_linear=0
shrinkage=0.1


Tree=6013
num_leaves=31
num_cat=0
split_feature=1429 471 11 12 11 11 43 13 130 40 11 400 131 1204 1185 1186 394 1 1 33 1 4 1 1 1210 52 4 1 0 0
split_gain=4.27735e-08 1.21763e-07 6.73032e-08 2.2752e-07 1.61277e-07 1.17816e-07 9.64487e-08 1.5982e-07 1.10945e-07 7.80432e-08 5.61614e-08 1.62479e-07 8.7661e-08 6.15708e-08 6.19124e-08 6.29255e-08 6.21517e-08 6.59775e-08 1.60853e-06 1.47849e-06 4.37779e-07 7.47899e-07 2.25155e-07 2.19404e-07 1.57831e-07 8.74638e-07 4.31248e-07 1.63005e-07 4.45226e-07 2.52653e-07
threshold=0.12521000000000002 -0.085064999999999988 0.090070000000000025 0.10149500000000002 0.099410000000000012 0.086080000000000018 -0.50775499999999985 0.19762500000000002 -0.22699999999999995 -0.15892999999999999 0.081365000000000007 -0.40134499999999995 0.13767000000000004 0.053645000000000005 -0.10973499999999999 -0.092084999999999986 -0.14580499999999996 0.091535000000000019 0.09202500000000001 -0.0066799999999999993 0.093575000000000019 -0.04890499999999999 0.094220000000000012 0.091095000000000023 -0.094799999999999982 0.087435000000000013 -0.081224999999999978 0.089175000000000018 -0.089269999999999988 -0.079459999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 -3 -8 -10 11 -11 13 14 -13 -16 -17 23 -19 -20 21 -21 -22 24 25 26 -18 -26 -29 -30
right_child=-2 2 3 4 -6 -7 8 -9 9 10 -12 12 -14 -15 15 16 17 18 19 20 22 -23 -24 -25 27 -27 -28 28 29 -31
leaf_value=-6.8443741068445164e-06 4.6097448557702594e-06 1.0270766544332825e-05 8.7398318500335517e-06 -8.2882652967392864e-06 2.9899149723178199e-06 -5.9063052584165504e-06 -6.8333220824001728e-06 -8.4992960052789255e-07 5.3450688380120555e-06 8.9696354712032194e-06 -4.434900444627194e-06 -5.6167772527260244e-06 -6.6725801298161981e-06 4.9119796021841476e-06 4.6007534333982444e-06 -3.9948707774328794e-06 2.397737933733879e-05 -2.8081374893233825e-05 2.6801978838193466e-05 1.0253048862472901e-06 1.0072972949209154e-05 -2.4137003972446977e-05 -4.2630006789146557e-07 1.0244224741158674e-05 2.31283974703429e-07 -1.2058217116646119e-05 3.6883312445597356e-06 -1.5783411942512279e-05 5.8668222042884359e-06 -8.0838186223429293e-06
leaf_weight=26 20 24 37 21 32 34 24 28 27 20 29 20 20 25 29 40 20 21 20 27 21 21 746 22 1646 20 22 24 34 21
leaf_count=26 20 24 37 21 32 34 24 28 27 20 29 20 20 25 29 40 20 21 20 27 21 21 746 22 1646 20 22 24 34 21
internal_value=0 -2.97262e-08 2.78936e-08 2.72219e-06 -1.4788e-06 -5.33416e-08 1.40934e-08 4.2827e-06 -6.24735e-08 -5.95164e-09 -5.66811e-08 -1.16409e-08 -7.58158e-08 -2.834e-08 -7.31868e-08 -3.26338e-08 -8.23078e-08 -2.35827e-08 -7.46905e-07 -5.94511e-08 -7.18627e-07 -9.98321e-06 -1.38836e-07 3.18686e-07 1.96491e-07 5.15365e-06 1.33498e-05 1.83208e-08 -4.41886e-06 5.40214e-07
internal_weight=0 3101 3075 90 53 2985 2951 52 2899 2875 2848 2819 2799 2779 2754 2734 2705 2665 856 835 815 48 767 1809 1787 62 42 1725 79 55
internal_count=3121 3101 3075 90 53 2985 2951 52 2899 2875 2848 2819 2799 2779 2754 2734 2705 2665 856 835 815 48 767 1809 1787 62 42 1725 79 55
is_linear=0
shrinkage=0.1


Tree=6014
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 43 43 3 16 12 4 1186 129 9 33 9 34 11 3 1 1 131 482 159 0 16 39 15 1428 157 455
split_gain=4.12677e-08 2.61492e-07 1.22012e-07 1.43907e-07 4.7521e-08 7.59351e-08 5.33799e-08 1.35013e-07 1.68152e-07 1.06186e-07 4.2086e-08 6.3468e-08 4.3792e-08 1.06458e-07 8.56996e-08 8.47366e-08 1.26435e-07 5.80491e-08 4.58234e-08 9.40637e-08 9.23012e-08 9.21319e-08 3.30211e-07 8.91393e-08 1.53953e-07 1.15361e-07 1.30942e-07 7.40559e-08 8.43306e-08 6.49268e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.013819999999999997 -0.0051099999999999991 -0.080104999999999996 -0.095094999999999985 0.11418000000000002 -0.018869999999999994 -0.091754999999999989 -0.082304999999999975 0.092410000000000006 -0.009184999999999997 0.085555000000000006 -0.08786999999999999 -1.0000000180025095e-35 -0.014944999999999998 0.12656000000000003 0.11846000000000002 0.10216000000000001 0.089605000000000018 0.10684 -0.09595999999999999 -0.39185999999999993 0.099745000000000014 -0.40580499999999992 -0.071779999999999997 0.51508000000000009 0.090605000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 9 -8 -9 -7 -3 -12 13 -13 15 -15 -17 -14 19 27 21 22 23 24 -20 26 -25 -18 29 -29
right_child=1 10 -4 -5 5 6 7 8 -10 -11 11 12 17 14 -16 16 18 -19 20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-3.0310012732570615e-06 1.1218990922705937e-05 -4.44084762420971e-06 -7.8949759481474763e-06 -8.3033520544025422e-06 5.6136076101475127e-06 -8.0619504342394076e-06 -3.9779599993144747e-06 1.0471525284629025e-05 -1.6665625431804593e-06 2.2427279691328294e-06 4.7899018211085475e-06 -6.2949834736409011e-06 -1.9875996039458575e-07 6.4513040979363732e-06 6.3787845907167398e-06 -8.0033218046082764e-06 -4.869043257185108e-06 6.780675159296317e-06 -1.2570247204364378e-05 3.5831570299554495e-06 4.5089947394919127e-06 -8.6176999678855273e-06 1.0274975184507814e-05 7.7229461697113174e-06 -1.4367080784386081e-06 -5.9123965554832965e-06 -2.2131478254373686e-06 -7.2246627143212342e-08 5.9480692925717454e-06 4.3947476928169085e-06
leaf_weight=32 21 21 25 21 31 20 27 25 21 20 28 27 26 20 21 20 31 22 23 75 23 20 21 21 27 34 36 2325 24 33
leaf_count=32 21 21 25 21 31 20 27 25 21 20 28 27 26 20 21 20 31 22 23 75 23 20 21 21 27 34 36 2325 24 33
internal_value=0 1.0063e-07 -1.31403e-06 -4.78881e-07 4.5472e-07 1.22932e-06 2.65571e-08 1.63542e-06 4.93022e-06 -2.90961e-06 1.95021e-08 5.22873e-08 5.39684e-09 -4.62925e-08 1.49692e-08 -3.39295e-08 -8.17381e-08 3.00015e-06 -2.29072e-08 9.54997e-08 -1.45996e-06 -2.21428e-06 -1.42374e-06 -3.1661e-06 -6.55814e-06 -1.30234e-06 1.44752e-06 -1.29024e-08 5.02968e-08 -9.73144e-09
internal_weight=0 2899 222 197 176 144 113 73 46 40 2878 2857 2829 2781 2754 2733 2713 48 2693 2488 205 182 162 141 50 91 57 2413 2382 2358
internal_count=3121 2899 222 197 176 144 113 73 46 40 2878 2857 2829 2781 2754 2733 2713 48 2693 2488 205 182 162 141 50 91 57 2413 2382 2358
is_linear=0
shrinkage=0.1


Tree=6015
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 16 16 403 400 42 133 400 12 1204 51 51 133 51 4 51 43 1208 1208 402 159 51 13 0 49 50 403
split_gain=4.66366e-08 1.3089e-06 7.33389e-07 2.05432e-07 5.16011e-08 7.36513e-08 6.89702e-08 1.29266e-07 4.9643e-08 1.55463e-07 4.32389e-08 1.57438e-07 2.50613e-07 4.49276e-08 1.59836e-07 1.55994e-07 1.32027e-07 3.28852e-07 1.50423e-07 6.1471e-07 9.2148e-08 9.81004e-08 1.15405e-07 8.58072e-08 1.52771e-07 1.48325e-07 2.09925e-07 1.65176e-07 3.30576e-07 7.83834e-08
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.097644999999999996 -0.090054999999999982 -0.089609999999999981 -0.082934999999999995 -0.058859999999999989 -0.37971999999999995 -0.080619999999999983 0.087445000000000009 -1.0000000180025095e-35 0.094075000000000006 0.090560000000000015 -0.040449999999999993 0.087505000000000013 -0.077999999999999986 0.078435000000000019 -0.0077799999999999996 0.11531000000000001 0.10233500000000001 0.13775000000000001 0.09599000000000002 0.099265000000000006 0.10002500000000002 0.041630000000000007 -0.043469999999999995 0.088280000000000011 -0.55276999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 -7 -8 -9 -10 11 -4 -13 14 16 -15 18 -18 20 -20 21 22 29 24 -17 26 27 -26 -29 -12
right_child=2 -3 10 -5 5 6 7 8 9 -11 13 12 -14 15 -16 23 17 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=4.1812002746155488e-06 -1.8294966453554068e-05 2.5145716690964212e-05 -5.0496835683588877e-06 -1.0719971787693795e-05 -5.4587791425917576e-06 5.3834030950383756e-06 -6.7332728774629325e-06 4.4862687718705271e-06 -6.1156309275247619e-06 5.4104182228539601e-06 -5.0677716156618165e-06 1.3797325939213763e-05 -4.4617964704229959e-07 7.4908732987002151e-06 -6.9814480324941331e-06 8.0603147647774741e-06 1.4821077465967391e-05 -2.5411778562893046e-06 4.0390856270278162e-06 -1.8594029634619976e-05 -6.5047416321497385e-06 5.7775186241056436e-06 -5.9462890087133653e-06 -4.4702465050828657e-06 7.4193402578462809e-06 6.645610962957941e-06 -9.0918075161257392e-06 -1.2561712848461563e-05 1.0469816406591136e-06 7.7744388653219463e-08
leaf_weight=25 22 21 20 20 27 22 27 30 25 22 30 21 30 34 34 27 20 24 28 21 22 29 33 33 28 30 27 21 119 2249
leaf_count=25 22 21 20 20 27 22 27 30 25 22 30 21 30 34 34 27 20 24 28 21 22 29 33 33 28 30 27 21 119 2249
internal_value=0 1.40715e-06 -1.06197e-07 -1.11057e-06 -3.08654e-08 -7.19111e-07 2.96532e-07 -7.79537e-07 1.30814e-06 -7.20459e-07 3.27447e-08 2.46993e-06 5.41879e-06 -2.88573e-08 -1.72002e-07 1.08848e-06 -7.77348e-08 5.35076e-06 -1.76762e-07 -5.66082e-06 -6.30427e-08 -2.50556e-09 -7.50059e-08 3.24689e-07 9.52597e-07 9.96707e-08 -9.07397e-07 4.07955e-07 -9.94323e-07 1.00105e-08
internal_weight=0 219 2902 198 178 153 126 104 77 47 2880 71 51 2809 2490 319 2456 44 2412 49 2363 2341 2312 285 252 225 195 168 140 2279
internal_count=3121 219 2902 198 178 153 126 104 77 47 2880 71 51 2809 2490 319 2456 44 2412 49 2363 2341 2312 285 252 225 195 168 140 2279
is_linear=0
shrinkage=0.1


Tree=6016
num_leaves=31
num_cat=0
split_feature=1204 1203 1204 1203 15 1185 1203 12 394 391 394 394 1366 44 45 1426 157 47 0 4 0 47 0 0 1428 156 133 156 484 152
split_gain=4.36939e-08 8.40214e-08 5.28756e-08 7.3288e-08 1.79839e-07 8.88039e-08 5.42579e-08 1.34567e-07 5.14468e-08 6.39489e-08 4.79155e-08 5.99379e-08 5.57528e-08 5.46913e-08 1.3848e-07 5.50513e-08 2.26469e-07 6.53441e-08 4.8849e-07 1.89637e-06 6.90486e-07 1.81077e-07 1.00737e-07 8.96954e-08 6.77323e-08 7.3148e-08 6.55822e-08 8.55731e-08 1.95934e-07 1.60243e-07
threshold=0.057120000000000011 -1.0000000180025095e-35 -0.098194999999999991 0.091650000000000009 0.089595000000000022 -0.093764999999999987 0.084795000000000023 0.087445000000000009 -0.14169499999999999 -0.086514999999999981 -0.089309999999999987 -0.086374999999999993 -0.087024999999999977 0.10049500000000001 0.084355000000000013 -0.052649999999999995 -0.0048549999999999991 0.092165000000000011 -0.10224499999999999 0.25615500000000008 -0.095504999999999993 0.088915000000000008 -0.091354999999999978 -0.086934999999999985 0.087445000000000009 -0.092099999999999987 -0.50375999999999987 -0.065739999999999979 -0.062219999999999991 0.087525000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 8 -8 -7 -10 -11 -12 -13 14 15 16 -14 21 19 -19 -20 24 -22 -24 25 -17 -27 28 -28 -29
right_child=-2 2 3 4 -6 6 7 -9 9 10 11 12 13 -15 -16 17 -18 18 20 -21 22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=5.6957319517235964e-06 -4.005356948221527e-06 -5.1379992783040508e-06 -6.2319179654008154e-06 -1.1742729729403751e-06 1.1151849503221457e-05 -3.5753101323413232e-06 -1.6173159496468021e-06 7.483791675966245e-06 5.3629600167617113e-06 -4.322537132303786e-06 4.9662158332353101e-06 4.8505890805719666e-06 2.7072704566914278e-06 -4.4131733608506255e-06 8.0417974911333502e-06 -5.5324576843910719e-06 -1.0043936381757355e-05 -3.4727716547422459e-05 1.7661505324313836e-05 1.9228036308049925e-06 -6.7259980866125536e-06 7.9764601360724984e-06 5.1313594844436425e-06 -1.2026887310876936e-06 4.330705569878369e-06 4.4428604186660691e-06 1.1150659532755857e-05 -6.2015381382950341e-08 -1.1086198711041108e-06 -9.0536939387675373e-06
leaf_weight=26 27 20 23 29 20 41 33 32 22 26 24 23 30 29 21 24 26 20 22 48 27 29 27 130 36 33 22 2199 32 20
leaf_count=26 27 20 23 29 20 41 33 32 22 26 24 23 30 29 21 24 26 20 22 48 27 29 27 130 36 33 22 2199 32 20
internal_value=0 3.4959e-08 -1.30136e-08 2.06149e-08 3.8568e-06 -4.20636e-08 5.77462e-09 2.86323e-06 -5.80298e-08 -7.7829e-09 -4.92704e-08 -9.89939e-09 -5.25823e-08 -9.32212e-08 -4.7599e-08 -1.09939e-07 -3.21293e-06 -4.48334e-08 -1.50771e-06 -8.85676e-06 9.18196e-07 1.22527e-07 -1.08372e-06 -1.13394e-07 2.62611e-08 -4.02453e-08 1.69156e-08 -4.73414e-08 3.8859e-06 -1.43058e-07
internal_weight=0 3094 3068 3048 49 2999 2976 65 2911 2870 2848 2822 2798 2775 2746 2725 56 2669 274 68 206 2395 184 157 2366 2330 2306 2273 54 2219
internal_count=3121 3094 3068 3048 49 2999 2976 65 2911 2870 2848 2822 2798 2775 2746 2725 56 2669 274 68 206 2395 184 157 2366 2330 2306 2273 54 2219
is_linear=0
shrinkage=0.1


Tree=6017
num_leaves=31
num_cat=0
split_feature=132 1185 1203 120 13 4 160 13 13 12 0 11 9 10 13 13 1429 475 13 13 16 13 3 128 1185 13 394 391 130 1210
split_gain=4.46448e-08 2.93918e-07 1.5959e-07 4.45584e-08 7.33112e-08 5.62337e-07 2.90365e-07 9.83034e-08 1.02884e-07 2.0426e-07 8.45607e-08 1.15951e-07 1.07553e-07 1.89346e-07 9.22873e-08 1.98501e-07 1.08554e-07 4.24236e-07 9.07072e-08 1.34957e-07 7.91445e-08 7.46991e-08 7.40695e-08 7.52768e-08 1.42969e-07 1.21616e-07 8.07149e-08 1.58721e-07 9.05245e-08 3.02236e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.093680000000000013 0.24813000000000004 0.63113500000000011 -0.082179999999999989 0.23074000000000003 0.11217000000000001 0.09857500000000001 0.18019500000000002 -0.011194999999999998 0.092235000000000011 0.0036750000000000007 0.10591500000000001 0.10002500000000002 -0.23587499999999997 0.11922500000000001 0.086705000000000018 0.065590000000000009 -0.092484999999999984 0.27020000000000005 -0.16186999999999999 0.10773500000000001 0.090595000000000009 0.043850000000000007 -0.09139499999999999 -1.0000000180025095e-35 0.08610000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -6 8 10 20 11 -3 13 14 15 16 -13 18 19 22 -10 -8 -18 24 25 26 -24 -28 -29 -30
right_child=1 3 -4 -5 6 -7 21 -9 9 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-3.4813938099170027e-07 1.1892237887964475e-05 7.0824738782982385e-06 -8.4241960816403411e-06 -4.3652286244057752e-06 -1.3382375973378659e-05 1.5386902028543169e-05 4.7930635056185153e-06 -6.8026962080260826e-06 3.9575722191578032e-06 1.06715089845853e-05 -6.5136501143570067e-06 7.0658444894347457e-06 -5.7216743519375363e-06 7.225118957244882e-06 -5.6873646575821056e-06 9.9090019739378482e-06 5.7577359463969269e-06 -1.4307052740307534e-05 4.9496636532037686e-06 -6.3629449680119628e-06 -4.4320305218918852e-06 -2.0397199795259743e-06 4.669028352482736e-06 4.3429335747939481e-06 -7.9891776245542296e-06 5.2024929583811087e-06 -8.50449516796605e-06 6.3804160530686864e-09 -1.2597460121469341e-05 -3.4030808003027913e-07
leaf_weight=194 21 23 28 23 20 24 24 21 22 27 20 21 33 36 29 20 22 21 36 34 23 48 34 38 23 43 23 2062 25 103
leaf_count=194 21 23 28 23 20 24 24 21 22 27 20 21 33 36 29 20 22 21 36 34 23 48 34 38 23 43 23 2062 25 103
internal_value=0 1.04663e-07 -1.36674e-06 1.86519e-08 5.39686e-08 1.46435e-07 -2.72305e-06 1.28935e-08 6.55526e-08 3.79529e-06 -3.59368e-08 1.33984e-08 -4.90636e-08 2.37754e-08 -7.85326e-08 -1.36e-08 -9.346e-08 -1.54477e-07 -3.28214e-08 -1.07341e-07 -3.30447e-07 2.37875e-07 -1.7712e-08 -7.1757e-08 -1.44285e-07 -6.54939e-08 -1.66305e-07 -2.40594e-07 -1.53804e-07 -2.73428e-06
internal_weight=0 2899 222 2878 2855 2763 92 2739 2718 72 2646 2626 2603 2570 2534 2505 2485 2464 2443 2407 45 72 2373 2351 2313 2290 2247 2213 2190 128
internal_count=3121 2899 222 2878 2855 2763 92 2739 2718 72 2646 2626 2603 2570 2534 2505 2485 2464 2443 2407 45 72 2373 2351 2313 2290 2247 2213 2190 128
is_linear=0
shrinkage=0.1


Tree=6018
num_leaves=31
num_cat=0
split_feature=1429 156 16 43 475 1 15 1429 376 1 1 1 10 15 47 52 131 479 13 480 1 1 1 13 16 16 43 16 2 457
split_gain=4.64476e-08 1.22024e-07 6.33421e-08 1.07811e-07 1.01239e-07 4.77529e-07 2.57035e-07 1.04434e-07 5.16512e-08 6.01957e-08 1.87232e-07 1.72114e-07 1.23809e-06 1.14217e-06 5.5744e-07 2.38657e-07 3.39689e-07 2.15432e-07 4.94757e-07 4.52055e-07 2.20392e-07 2.89559e-07 2.19561e-07 1.51463e-06 1.66242e-07 2.76587e-07 2.63353e-07 4.03199e-07 1.55546e-07 1.42279e-07
threshold=-0.23752499999999996 0.32523500000000005 0.63636000000000015 -0.04890499999999999 0.051590000000000004 0.099195000000000019 -0.052074999999999989 0.11725500000000001 0.11357500000000002 0.102705 0.10389500000000002 0.09253500000000002 -0.0082499999999999987 -0.10203999999999998 0.089360000000000009 0.4099850000000001 0.087870000000000018 0.093525000000000011 -0.078279999999999975 0.10272000000000002 0.091900000000000023 0.091345000000000023 0.090475000000000014 -0.051094999999999995 -0.092124999999999985 -0.074319999999999983 0.05259500000000001 -0.007794999999999999 0.10060500000000001 0.10487
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 6 -6 8 9 11 -11 12 -2 -13 15 16 24 19 -19 20 21 22 29 -24 -15 -26 27 -27 -29 -14
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 -12 13 17 14 -16 -17 -18 18 -20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-4.5786145289060769e-06 -2.486034781213675e-05 7.8182850211305785e-06 1.1915200524353646e-06 -8.9414745075156972e-06 -9.7520270687907573e-06 1.4858461825497216e-05 5.5500068616051326e-06 -6.3626891320522052e-06 4.5290276439118316e-06 -8.2239386894357419e-06 -4.9208737595833325e-07 1.8647809254520996e-05 1.2385902196508022e-07 9.0432926457572701e-06 -1.4863448753341959e-05 -7.3220394090010542e-06 1.455830807075968e-05 -1.7961411223647399e-05 2.67567777340306e-06 1.424277639948148e-05 1.0328069926063543e-05 -1.088731742129312e-05 -1.2269501485613028e-05 2.4876002042061453e-05 -8.393601143735953e-06 1.4814216836254804e-05 -7.046358851684173e-06 -6.2139548172917394e-06 5.8442995566565519e-06 -6.225417720015812e-06
leaf_weight=22 20 20 21 21 23 25 21 26 25 33 615 38 1798 23 23 26 22 21 26 23 21 24 21 23 31 28 22 23 20 36
leaf_count=22 20 20 21 21 23 25 21 26 25 33 615 38 1798 23 23 26 22 21 26 23 21 24 21 23 31 28 22 23 20 36
internal_value=0 3.25037e-08 -1.80697e-08 -3.87498e-06 3.52691e-08 3.82196e-06 -2.44878e-06 -5.27637e-08 3.00041e-09 -3.57897e-08 -8.85839e-07 2.06975e-07 -1.03616e-07 2.64924e-06 -1.39506e-07 1.59716e-06 2.96935e-06 1.44821e-07 -6.54515e-06 3.06398e-07 1.39712e-07 2.72221e-08 1.66705e-07 7.14747e-06 1.23495e-06 -2.13374e-07 2.51337e-06 5.47554e-06 -6.05464e-07 -7.72364e-10
internal_weight=0 3099 3079 42 3037 69 44 2968 2942 2917 648 2269 2013 256 218 195 169 1993 47 1946 1923 1902 1878 44 147 124 93 71 43 1834
internal_count=3121 3099 3079 42 3037 69 44 2968 2942 2917 648 2269 2013 256 218 195 169 1993 47 1946 1923 1902 1878 44 147 124 93 71 43 1834
is_linear=0
shrinkage=0.1


Tree=6019
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 42 1429 475 1429 157 157 157 13 12 1371 457 1375 150 475 1456 1456 42 42 16 1447 52 1447 160 479 52 479
split_gain=5.29451e-08 8.75869e-08 6.20433e-08 4.21534e-08 1.5573e-07 6.22595e-08 6.96377e-08 8.39049e-08 7.84345e-08 5.29186e-08 2.97995e-07 2.74094e-07 1.74154e-07 1.03687e-07 3.66778e-07 1.32531e-07 2.72973e-07 5.98727e-08 6.81569e-08 8.86038e-08 4.6096e-07 9.87338e-07 3.97459e-07 2.17832e-07 7.3126e-07 1.5389e-07 2.61552e-07 1.77867e-07 1.46568e-07 8.84902e-08
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.060529999999999994 0.084435000000000024 -0.011139999999999999 0.051590000000000004 0.12387000000000002 0.32331500000000007 -0.087424999999999989 -0.086394999999999986 -0.085384999999999975 0.089735000000000023 0.083235000000000017 -0.082129999999999981 -0.085004999999999983 0.10918000000000001 -0.10664 0.11510000000000002 0.085790000000000019 0.086135000000000003 0.091205000000000008 -0.0087049999999999992 -0.086279999999999982 0.11639500000000001 -0.080289999999999986 -0.52336499999999997 0.10713500000000002 0.008405000000000001 0.086465000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 8 9 11 -11 -7 -13 15 -15 16 -12 -17 19 23 22 -22 -21 24 -19 26 -25 29 -28 -27
right_child=1 2 3 5 -6 6 -8 -9 -10 10 13 12 -14 14 -16 17 -18 18 -20 20 21 -23 -24 25 -26 27 28 -29 -30 -31
leaf_value=-4.6787672062009736e-06 6.184294044655674e-06 -4.9711505071172726e-06 -2.6743183039359104e-06 -5.3223298974361654e-06 7.4432656191447684e-06 -1.0479167086675168e-05 4.2148608666791877e-06 -6.3370730675246925e-06 6.096023121028252e-06 1.0911394907452633e-05 1.0744947457114354e-05 6.3542913763244131e-06 -3.7030558356971396e-06 4.6447114803527264e-06 -1.4277362946099208e-05 -4.193098523371321e-06 -2.9557400151903634e-06 1.6994322849596162e-05 4.119659257785549e-06 1.2540296113281959e-05 -2.2442168053820361e-05 4.6201019642921899e-06 -4.7824093228512172e-06 -1.2654673705233459e-05 -6.8823933425530576e-06 9.2898540282160081e-09 -4.6331001701606942e-06 8.2661366610418208e-06 5.8421038209582384e-06 -6.3631278036072306e-06
leaf_weight=24 23 25 29 22 32 29 39 21 21 25 33 33 36 20 21 35 26 29 39 26 28 26 27 26 23 2299 34 26 22 22
leaf_count=24 23 25 29 22 32 29 39 21 21 25 33 33 36 20 21 35 26 29 39 26 28 26 27 26 23 2299 34 26 22 22
internal_value=0 3.62514e-08 -9.74896e-09 3.09316e-08 2.63327e-06 -2.21951e-08 1.71182e-08 -3.88135e-08 6.70041e-09 -3.76239e-08 4.26872e-08 -2.32157e-06 1.10698e-06 -5.569e-08 -5.04708e-06 1.95203e-08 4.70736e-06 -8.43799e-08 -2.96387e-08 -9.21668e-08 -2.90968e-06 -9.41219e-06 3.71552e-06 2.93461e-08 6.43347e-06 -1.07753e-07 -4.36611e-06 4.1026e-08 -5.17841e-07 -5.11122e-08
internal_weight=0 3097 3074 3049 61 2988 2966 2927 2906 2885 2787 98 69 2762 41 2721 59 2662 2627 2588 107 54 53 2481 52 2429 82 2347 56 2321
internal_count=3121 3097 3074 3049 61 2988 2966 2927 2906 2885 2787 98 69 2762 41 2721 59 2662 2627 2588 107 54 53 2481 52 2429 82 2347 56 2321
is_linear=0
shrinkage=0.1


Tree=6020
num_leaves=31
num_cat=0
split_feature=1429 471 475 475 13 475 447 48 49 447 457 132 50 1185 1203 150 150 1371 475 52 1375 475 472 4 4 12 13 4 1429 3
split_gain=4.91204e-08 9.89777e-08 6.67506e-08 7.56526e-08 9.8634e-08 9.18877e-08 5.11228e-08 1.20814e-07 3.13563e-07 9.13046e-08 7.36229e-08 6.05265e-08 1.62973e-06 6.75704e-07 1.67206e-07 6.08516e-08 8.78488e-08 8.82803e-08 7.17247e-08 4.23182e-07 3.06744e-07 1.29988e-07 1.57052e-07 1.53637e-07 3.90845e-07 1.56266e-07 1.61047e-07 2.23656e-07 1.42796e-07 8.58783e-08
threshold=0.12521000000000002 -0.085064999999999988 -0.50059999999999982 -0.10664 -0.0051199999999999987 -0.091889999999999986 0.088380000000000014 -0.072824999999999987 -0.045154999999999994 0.085445000000000007 0.41022000000000008 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089165000000000008 -0.11226499999999999 -0.093459999999999988 0.086910000000000015 -0.086169999999999983 -0.026204999999999996 -0.15308499999999997 -0.080204999999999985 -0.065034999999999996 -0.0086549999999999978 -0.0047449999999999992 0.091545000000000015 -0.086254999999999984 -0.013514999999999998 0.057970000000000008 -0.081644999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 9 8 -8 10 11 12 14 -13 -7 -15 -17 18 19 -18 -20 23 -23 25 -25 26 -22 -28 29 -24
right_child=-2 2 3 5 -6 6 7 -9 -10 -11 -12 13 -14 15 -16 16 17 -19 20 -21 21 22 28 24 -26 -27 27 -29 -30 -31
leaf_value=-6.1759032062214979e-06 4.9399119689041985e-06 5.778401258567101e-06 6.6383101966494e-07 6.4849765211957591e-06 -8.3111966050637422e-06 -2.0708724112036442e-07 1.0691388693670786e-06 2.7611190577567135e-06 -1.350912572343077e-05 6.6421017912770845e-06 5.3213897567380072e-06 -1.7606147362543694e-05 2.8759542724401404e-05 3.723591534211199e-06 -9.6714778194273973e-06 -6.2221018553195201e-06 3.3825985201518808e-06 5.7831465990322896e-06 1.0410750139401769e-05 -1.516020676262997e-05 -4.5889904283415364e-06 7.2568097554418882e-06 7.7431601294873969e-07 -1.5941962288497264e-05 2.1683144371887797e-06 -7.9694705519891017e-06 1.0973987248992975e-05 -2.7860377269375714e-06 -7.2552140598721355e-06 -4.7697692006094166e-07
leaf_weight=26 20 20 24 22 25 168 36 31 25 21 26 22 20 43 21 23 32 26 28 20 28 30 962 26 22 23 27 21 27 1276
leaf_count=26 20 20 24 22 25 168 36 31 25 21 26 22 20 43 21 23 32 26 28 20 28 30 962 26 22 23 27 21 27 1276
internal_value=0 -3.18672e-08 2.00824e-08 -1.76153e-08 -3.91526e-06 4.59193e-08 -1.55367e-09 -2.32222e-06 -4.90556e-06 7.22712e-08 2.4216e-08 -2.4194e-08 1.61387e-06 -1.54071e-07 -1.25869e-06 -7.19047e-09 -6.95878e-08 -1.4051e-08 -7.38159e-08 -3.74925e-06 3.56161e-09 -1.15767e-07 6.88815e-08 -2.99855e-06 -7.64142e-06 -7.47462e-07 1.43815e-06 4.95398e-06 -2.63229e-08 6.08889e-08
internal_weight=0 3101 3075 3055 49 3006 2984 92 61 2892 2871 2845 209 2636 189 2614 2571 2548 2522 52 2470 2442 2295 147 48 99 76 48 2265 2238
internal_count=3121 3101 3075 3055 49 3006 2984 92 61 2892 2871 2845 209 2636 189 2614 2571 2548 2522 52 2470 2442 2295 147 48 99 76 48 2265 2238
is_linear=0
shrinkage=0.1


Tree=6021
num_leaves=31
num_cat=0
split_feature=1429 156 156 51 1425 156 2 1428 155 155 0 156 1 156 2 4 45 11 33 10 16 1 97 43 132 1211 43 2 1 43
split_gain=5.20202e-08 1.22984e-07 5.89167e-08 1.31367e-07 6.575e-08 4.43149e-08 1.00257e-07 6.67037e-08 1.06809e-07 1.1105e-07 2.56406e-07 6.67626e-08 2.37261e-07 1.89632e-07 5.99964e-08 1.49036e-07 5.21783e-08 2.70809e-07 9.55952e-08 1.26084e-07 1.77692e-06 8.10988e-07 1.10344e-07 8.77726e-08 7.27224e-07 1.57811e-06 3.00526e-07 1.36481e-06 2.77814e-07 2.79758e-07
threshold=-0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.089180000000000009 0.10541000000000002 0.085855000000000015 -0.020064999999999996 0.11245500000000001 0.085195000000000007 -0.089019999999999974 0.092385000000000009 0.08776500000000001 0.091155000000000014 0.10981000000000002 0.50996500000000011 0.094030000000000016 -1.0000000180025095e-35 -0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 0.11181500000000001 -0.049229999999999996 -0.011694999999999999 -0.083284999999999984 0.086285000000000014 -0.0087399999999999995 0.083865000000000009 0.13707500000000003 -0.014584999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 -2 9 11 -11 13 -13 16 -8 -16 17 -9 -19 20 21 -20 -21 24 -24 28 27 -25 29 -26
right_child=1 -3 3 -5 -6 6 14 8 -10 10 -12 12 -14 -15 15 -17 -18 18 19 22 -22 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=-4.8455072580757344e-06 -5.3213711301699128e-06 7.8507361240554013e-06 2.2623881791549229e-06 -8.4662113654303545e-06 5.4844688169065532e-06 8.2237602966762066e-06 -3.4712982544358691e-06 1.13517366918088e-05 6.9135936810611884e-06 2.8432653876238464e-06 -1.2102763836689217e-05 -1.1968506682933367e-05 2.5188877124002413e-06 9.5278165341975803e-06 7.7978946637813355e-06 -3.4873999001402724e-06 -3.7410064713775367e-06 -6.6131781336893754e-06 -2.1511568610321775e-05 -6.2691915939561515e-06 2.358974767349214e-05 1.4767604011068583e-06 1.3920669747536661e-05 -2.483106041769066e-05 -1.5232563116168158e-08 -2.7812180439923397e-05 -2.8966927100434123e-07 3.272666400751708e-06 1.1380066528387113e-05 6.9705925723913728e-06
leaf_weight=22 24 20 21 25 22 21 26 21 22 22 24 20 26 21 25 22 37 22 21 29 31 57 39 27 1286 20 1037 48 23 60
leaf_count=22 24 20 21 25 22 21 26 21 22 22 24 20 26 21 25 22 37 22 21 29 31 57 39 27 1286 20 1037 48 23 60
internal_value=0 3.439e-08 -1.6382e-08 -3.56837e-06 3.74893e-08 -2.3093e-09 2.13478e-06 -7.11769e-08 -2.76219e-08 -8.08113e-08 -4.95466e-06 -1.44946e-09 -3.77998e-06 6.10955e-08 3.83162e-07 2.51542e-06 -1.09862e-08 3.97344e-08 -4.82478e-08 5.68367e-09 3.33683e-06 -4.71241e-06 -1.35653e-07 -6.56249e-08 4.53117e-07 7.4978e-08 -7.31778e-07 -6.84468e-06 4.82387e-07 2.96171e-07
internal_weight=0 3099 3079 46 3033 3011 94 2917 2893 2871 46 2825 46 2779 73 47 2758 2721 2700 2678 109 78 2569 2540 1428 1389 1112 75 1369 1346
internal_count=3121 3099 3079 46 3033 3011 94 2917 2893 2871 46 2825 46 2779 73 47 2758 2721 2700 2678 109 78 2569 2540 1428 1389 1112 75 1369 1346
is_linear=0
shrinkage=0.1


Tree=6022
num_leaves=31
num_cat=0
split_feature=132 1185 1203 2 2 155 483 482 484 482 159 151 151 1 150 2 133 51 1 51 159 0 2 13 12 42 16 43 42 147
split_gain=5.49789e-08 2.82992e-07 1.88797e-07 4.81676e-08 3.09142e-07 1.66334e-07 1.24064e-07 3.90182e-07 2.73139e-07 1.99998e-07 1.86537e-07 1.66341e-07 1.40787e-07 3.80025e-07 2.44634e-07 1.40445e-07 4.28147e-07 2.37481e-07 4.4731e-07 2.23552e-07 1.60975e-07 1.44012e-07 1.53124e-07 1.19768e-07 1.60936e-07 1.77195e-07 2.37168e-07 1.50795e-07 1.21955e-07 1.00667e-07
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 0.10613000000000002 0.10699500000000002 0.12862000000000004 0.10143000000000001 0.090355000000000005 0.10126500000000001 0.081345000000000015 -0.073364999999999986 -0.10737499999999998 -0.072119999999999976 0.11039500000000001 0.11235000000000002 0.11237500000000002 0.08653000000000001 -0.11063499999999998 0.10672000000000002 -0.43587999999999999 0.097885000000000014 -0.13455999999999999 0.12595500000000001 0.021350000000000004 -0.042789999999999988 0.089015000000000025 -0.040964999999999994 -0.05647499999999999 0.10306000000000001 0.093875000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 29 7 8 9 11 -8 -6 13 -13 15 16 17 -14 -19 -17 21 22 -21 24 27 26 -26 -23 -27 -3
right_child=1 3 -4 4 6 -7 10 -9 -10 -11 -12 12 14 -15 -16 19 -18 18 -20 20 -22 23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-5.9480621147560337e-07 1.1413053107389716e-05 2.4459565505105588e-07 -1.0794361908210704e-05 -1.0633376287311573e-05 6.1466477916383155e-06 9.3328326147457123e-06 1.1851446174659942e-06 1.1034726254189494e-05 -1.0925640725645281e-05 9.3145415545140263e-06 -1.2472711205191445e-05 -1.6250424821572823e-05 8.1236688567349293e-06 7.6553159358029789e-07 9.3151108085294271e-06 1.0370475702075056e-05 -1.6474688271211399e-05 -1.1828903938470419e-05 7.3530739996385826e-06 9.7033781105045798e-06 -8.4040508644041747e-06 -4.111528355679184e-06 -1.3602367950873239e-06 2.9043374783121461e-06 -1.4260869240036214e-05 3.8634996129379342e-06 -8.5853689202137859e-07 7.2574037631056855e-06 -5.0113373575300102e-06 -6.137628723081435e-06
leaf_weight=196 22 2161 20 30 36 20 20 31 24 22 20 21 22 35 25 20 22 31 20 29 24 20 22 59 31 30 23 28 32 25
leaf_count=196 22 2161 20 30 36 20 20 31 24 22 20 21 22 35 25 20 22 31 20 29 24 20 22 59 31 30 23 28 32 25
internal_value=0 1.14445e-07 -1.53921e-06 2.82265e-08 -7.09616e-07 2.54663e-07 -2.49473e-07 1.06001e-07 -4.82177e-07 -2.81136e-08 -5.64378e-06 -4.15922e-07 -8.94166e-07 -5.61545e-06 -2.90531e-07 -8.71986e-07 -4.24586e-06 -5.60463e-07 -4.30656e-06 1.35933e-07 -5.50949e-07 1.36914e-07 4.93084e-06 -9.59455e-07 -2.34948e-06 -4.36458e-06 -8.55247e-06 2.52035e-06 -7.17061e-07 1.71606e-07
internal_weight=0 2905 216 2883 677 2206 647 607 576 552 40 530 494 56 438 413 95 73 51 318 298 274 51 223 164 116 54 48 62 2186
internal_count=3121 2905 216 2883 677 2206 647 607 576 552 40 530 494 56 438 413 95 73 51 318 298 274 51 223 164 116 54 48 62 2186
is_linear=0
shrinkage=0.1


Tree=6023
num_leaves=31
num_cat=0
split_feature=156 475 1 49 474 123 376 1 1 45 1 1 10 13 15 12 48 13 3 4 34 13 160 457 160 12 52 376 1 1
split_gain=4.97323e-08 6.37188e-08 3.52204e-07 2.27391e-07 7.15813e-08 4.83503e-08 7.43825e-08 5.09628e-08 4.19961e-07 1.48024e-07 1.27839e-07 3.14045e-07 1.16002e-07 1.07495e-07 2.3413e-07 3.73464e-07 2.36302e-07 9.858e-08 1.68896e-07 1.32766e-07 1.56017e-07 1.21778e-07 9.28613e-08 1.00087e-07 9.38614e-08 8.84544e-08 1.664e-07 2.4161e-07 1.34296e-07 1.34195e-06
threshold=0.3248100000000001 0.051590000000000004 0.099195000000000019 0.10463500000000002 0.11354000000000002 0.13162000000000004 0.11159000000000001 0.10684 0.10727500000000002 0.081955000000000014 0.10920500000000001 0.11039500000000001 0.053330000000000009 0.24813000000000004 -0.56020999999999987 0.12757000000000002 -0.031249999999999997 -0.28558999999999996 0.11658 0.27287000000000006 -0.057544999999999992 -0.15416999999999995 0.092865000000000017 -0.067164999999999989 -0.072884999999999991 -0.088589999999999988 -0.087284999999999988 1.0000000180025095e-35 0.09253500000000002 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 9 -9 12 -10 -12 17 14 -13 16 -16 -1 19 20 -19 -22 23 -18 -25 26 -23 -28 29 -27
right_child=-2 2 -4 -5 -6 -7 -8 8 10 -11 11 13 -14 -15 15 -17 22 18 -20 -21 21 25 -24 24 -26 28 27 -29 -30 -31
leaf_value=5.8907480889303091e-06 -4.6328685268394034e-06 3.1833365049103372e-06 1.2116179217021757e-05 -1.0329684992029797e-05 -4.6713096185330315e-06 -4.8885675130705412e-06 5.9751885990928194e-06 -1.3799242689553163e-05 5.3131517162048693e-06 8.3680468130544554e-06 -1.1626601354123522e-05 8.7296780626881328e-06 -7.100220972492108e-06 -7.297079039290112e-06 8.1453676677433075e-06 -1.0977477406061466e-05 6.1951051173991812e-06 8.1308664770555584e-06 -8.2239091701315673e-06 6.1504357574904139e-06 -7.378317730978201e-06 3.8493969905966486e-06 -5.8857587678825699e-06 2.8741662693973659e-06 -1.3527020843726167e-06 2.5396191680449627e-07 -1.3216494435342751e-05 2.8951958315533206e-07 2.4894460101312817e-06 -2.2621780975056867e-05
leaf_weight=30 23 33 27 20 33 20 21 24 38 22 25 30 22 20 36 31 25 24 24 37 22 23 28 68 231 1873 26 27 232 26
leaf_count=30 23 33 27 20 33 20 21 24 38 22 25 30 22 20 36 31 25 24 24 37 22 23 28 68 231 1873 26 27 232 26
internal_value=0 3.43871e-08 2.81992e-06 -1.91592e-06 -3.94507e-08 1.17558e-08 4.48103e-08 2.50797e-09 -8.59751e-07 2.03268e-07 -2.76014e-07 -7.0595e-07 1.27349e-07 -1.23826e-07 1.95696e-07 -4.15329e-07 4.28553e-07 1.95185e-07 1.21344e-07 2.08805e-07 1.11229e-07 2.48798e-08 -3.60666e-07 1.16811e-07 -3.91408e-07 9.8677e-08 -3.25363e-06 -6.33607e-06 2.18234e-07 -5.92394e-08
internal_weight=0 3098 80 53 3018 2985 2965 2944 556 2388 532 494 2366 469 449 419 388 2344 2314 2290 2253 2229 352 324 299 2207 76 53 2131 1899
internal_count=3121 3098 80 53 3018 2985 2965 2944 556 2388 532 494 2366 469 449 419 388 2344 2314 2290 2253 2229 352 324 299 2207 76 53 2131 1899
is_linear=0
shrinkage=0.1


Tree=6024
num_leaves=31
num_cat=0
split_feature=1429 475 157 475 475 474 474 16 472 50 43 97 34 34 483 13 2 4 15 12 376 0 0 0 0 155 16 16 0 12
split_gain=4.63913e-08 9.6393e-08 7.10827e-08 9.00955e-08 7.05929e-08 5.77171e-08 6.24479e-08 5.51926e-08 1.15914e-07 4.62058e-08 1.34511e-07 7.90103e-08 1.09251e-07 1.33575e-07 7.10556e-08 3.15681e-07 2.17197e-07 2.56714e-07 1.50782e-07 1.13329e-07 8.14691e-08 6.72833e-08 4.50493e-07 4.13685e-07 1.81715e-07 1.36584e-07 1.33638e-07 3.06175e-07 2.44344e-07 1.58237e-07
threshold=0.12521000000000002 -0.44510499999999992 0.23903500000000003 -0.10664 -0.091889999999999986 -0.090834999999999985 -0.072334999999999983 0.63636000000000015 -0.085369999999999988 -0.13200999999999999 -0.072269999999999987 -0.086464999999999986 -0.08786999999999999 -0.081829999999999986 0.098395000000000024 -0.052719999999999996 0.096540000000000015 -0.069389999999999993 -0.56020999999999987 0.089735000000000023 0.11357500000000002 -0.070499999999999993 -0.069824999999999984 -0.071719999999999992 -0.072269999999999987 0.10022500000000002 0.15891500000000003 0.22339500000000004 -0.053834999999999994 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 8 -8 10 -10 -11 -13 -14 18 16 17 -16 -15 -19 21 23 -23 24 25 -20 -24 -28 -29 -30
right_child=-2 2 -4 4 5 6 7 -9 9 11 -12 12 13 14 15 -17 -18 19 20 -21 -22 22 26 -25 -26 -27 27 28 29 -31
leaf_value=-5.5792571445988054e-06 4.800735932803946e-06 -5.4757547106495019e-06 4.8689023515180452e-06 5.9529300961003176e-06 -4.6990298633667973e-06 5.4669797117683285e-06 7.2757031789065387e-06 -3.7425114733662509e-06 6.6176189113107019e-07 -6.2062553433861476e-06 -7.9646062869999564e-06 5.3571322216437423e-06 -7.2492916042392612e-06 -7.1926874095973693e-06 1.1697229414990448e-05 1.1376177613631929e-05 -7.4451295466815281e-06 2.8087224942889106e-06 1.2211079662966807e-07 -6.6405913292493841e-06 6.4161100181081568e-06 -1.5362436991901113e-05 7.6794661707266537e-07 1.3904000884808327e-05 -9.3679699921267461e-06 7.8732077050201202e-06 -1.3438855419577602e-05 -8.9605268779754025e-06 -3.4650759474505662e-06 4.3543608625038989e-06
leaf_weight=31 20 30 30 20 26 21 22 39 51 20 28 39 25 29 22 30 30 30 1965 22 20 21 324 22 20 23 23 30 43 65
leaf_count=31 20 30 30 20 26 21 22 39 51 20 28 39 25 29 22 30 30 30 1965 22 20 21 324 22 20 23 23 30 43 65
internal_value=0 -3.09546e-08 2.50706e-08 -2.27304e-08 3.16187e-08 -7.98872e-09 3.31608e-08 -5.61266e-09 4.4573e-08 -1.06265e-08 -2.39569e-06 5.65942e-08 1.01602e-07 2.69062e-08 9.38076e-08 2.3391e-06 -2.67752e-07 2.642e-06 -2.25827e-08 -1.18906e-06 5.87682e-08 8.63145e-09 -1.02306e-06 2.65793e-07 1.16371e-07 2.11786e-07 -4.02185e-07 -2.75698e-06 -9.76671e-07 1.24107e-06
internal_weight=0 3101 3070 3040 3010 2990 2964 2943 2904 2882 79 2803 2783 2744 2719 134 104 74 2585 52 2556 2536 506 2030 2008 1988 485 161 138 108
internal_count=3121 3101 3070 3040 3010 2990 2964 2943 2904 2882 79 2803 2783 2744 2719 134 104 74 2585 52 2556 2536 506 2030 2008 1988 485 161 138 108
is_linear=0
shrinkage=0.1


Tree=6025
num_leaves=31
num_cat=0
split_feature=472 1429 156 51 156 475 12 474 475 474 52 13 13 42 1453 1447 3 1447 475 2 156 1375 2 1375 474 474 1456 1456 1456 1456
split_gain=4.47449e-08 8.01485e-08 6.36483e-08 1.23911e-07 6.13253e-08 4.71312e-08 1.13347e-07 4.58644e-08 2.18772e-07 1.79743e-07 3.38911e-07 1.36355e-07 1.42672e-07 9.40006e-08 7.198e-08 1.03642e-07 2.84561e-07 2.66007e-07 1.08768e-07 3.91178e-07 4.04761e-07 2.21935e-07 6.07888e-07 1.31716e-07 1.24923e-07 1.75375e-07 7.09426e-08 1.40174e-07 1.29935e-07 1.90847e-07
threshold=-0.38234499999999999 -0.23587499999999997 0.12734000000000004 -0.093639999999999987 0.12061500000000001 0.051590000000000004 0.086565000000000017 0.091180000000000011 -0.065099999999999977 0.088435000000000014 -0.023194999999999997 -0.052719999999999996 0.0076650000000000008 0.088295000000000012 -0.087504999999999986 -0.086359999999999978 -0.084964999999999985 -0.084894999999999984 -0.086279999999999982 0.086950000000000013 0.08549000000000001 -0.15308499999999997 0.087675000000000017 -0.090674999999999992 0.086990000000000012 0.085295000000000024 -0.23007499999999997 -0.090954999999999994 -0.084149999999999989 -0.079704999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 7 -7 9 11 14 -11 13 -13 -9 -3 16 -16 -17 19 -19 -21 22 -20 -23 25 26 -25 -28 -29 -30
right_child=1 2 3 -5 -6 6 -8 8 -10 10 -12 12 -14 -15 15 17 -18 18 21 20 -22 23 -24 24 -26 -27 27 28 29 -31
leaf_value=-4.301195125814653e-06 5.9145292692372337e-06 -4.7899189521416474e-06 1.5547873859066473e-06 -9.3084621474710214e-06 5.5619865031530937e-06 -2.7126837473836283e-06 6.4991774821391233e-06 1.1774169030792797e-06 -9.0817467395254425e-06 1.2203783112316601e-05 -3.2320495593012312e-06 1.0644641309097227e-05 -1.1568574677767174e-06 -6.0518901253609725e-06 1.2376884915283884e-05 -8.7880546120036989e-06 -4.1950364645440703e-07 5.3524127253012923e-06 1.8684612389378071e-05 -2.1706832904379152e-06 -1.9913695546165403e-05 -7.5581250751818759e-06 -3.2562690989834666e-06 4.6631790183076225e-06 7.3800099273838632e-06 -8.7152916461016751e-06 -7.7742986614675431e-06 7.1006209335695744e-06 -8.8792893933487004e-06 8.4688694106285959e-08
leaf_weight=24 23 32 21 21 20 22 34 37 32 33 25 21 20 35 25 35 57 32 23 36 20 23 28 33 23 23 23 26 24 2290
leaf_count=24 23 32 21 21 20 22 34 37 32 33 25 21 20 35 25 35 57 32 23 36 20 23 28 33 23 23 23 26 24 2290
internal_value=0 3.33401e-08 -1.06636e-08 -3.87684e-06 4.28916e-08 6.24423e-09 2.88023e-06 -4.82021e-08 -1.78253e-06 4.126e-08 5.55041e-06 2.84501e-07 4.88781e-06 -2.33683e-06 -7.48063e-08 -1.93547e-08 3.48183e-06 -1.28145e-07 -1.17484e-08 -3.46751e-06 -8.50747e-06 1.09121e-07 6.63864e-06 -2.59724e-08 4.49692e-08 -2.47728e-08 5.86504e-08 -5.65322e-09 7.07053e-08 -8.28256e-09
internal_weight=0 3097 3074 42 3032 3012 56 2956 145 2811 58 113 41 72 2753 2721 82 2639 2604 88 56 2516 51 2465 2442 2419 2396 2363 2340 2314
internal_count=3121 3097 3074 42 3032 3012 56 2956 145 2811 58 113 41 72 2753 2721 82 2639 2604 88 56 2516 51 2465 2442 2419 2396 2363 2340 2314
is_linear=0
shrinkage=0.1


Tree=6026
num_leaves=31
num_cat=0
split_feature=1429 156 156 0 156 132 1185 43 13 12 12 12 1203 3 399 401 42 0 133 133 133 16 402 1209 2 1209 42 0 43 153
split_gain=5.20394e-08 1.14843e-07 5.04619e-08 9.84877e-08 4.97415e-08 4.75384e-08 2.76058e-07 1.33458e-07 1.1995e-07 5.34143e-08 6.81179e-08 9.17873e-08 7.01613e-08 7.08419e-08 5.84032e-08 4.38171e-08 2.21493e-07 1.97949e-07 1.40428e-07 1.12232e-07 7.04215e-08 4.55898e-07 5.22634e-07 1.17015e-07 7.13144e-07 1.90614e-07 8.46241e-08 2.07655e-07 1.47648e-07 9.51082e-08
threshold=-0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.014954999999999998 0.12061500000000001 -0.083174999999999985 -0.083264999999999992 -0.011244999999999998 -0.01163 0.11418000000000002 0.10866500000000003 0.090165000000000009 0.084545000000000009 -0.086769999999999986 0.087485000000000021 -0.078179999999999986 0.10306000000000001 -0.072594999999999979 0.51114000000000004 0.41892500000000005 0.26753000000000005 -0.082404999999999992 -0.087759999999999991 -0.084629999999999997 0.084715000000000013 -0.038154999999999994 0.11720500000000002 -0.050064999999999991 -0.064334999999999989 0.082840000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 8 -2 10 11 12 14 -14 -9 16 -8 -18 19 20 23 -22 -23 24 -17 -25 29 28 -28 -27
right_child=1 -3 3 -5 -6 6 15 9 -10 -11 -12 -13 13 -15 -16 18 17 -19 -20 -21 21 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=-4.8463885005648169e-06 -1.2513593570805495e-06 7.5876111623074395e-06 1.1282267754116524e-06 -8.1347996125590395e-06 5.0057878467768552e-06 1.1535422830396177e-05 9.1650739977922055e-06 2.5447638976898321e-06 -1.1817443738068722e-05 -3.6265378587548493e-06 6.0953578667977131e-06 -5.1046356239912093e-06 2.4237291373061626e-07 8.4562909813983071e-06 -4.4559254473160065e-06 -7.0626676488245727e-06 3.0919508229571344e-06 -9.445776968277641e-06 -6.1616978161442314e-06 7.5045258927275431e-06 -1.2074524013715906e-05 -6.6940265190039234e-06 1.0466981807945155e-05 -9.0674204567103128e-06 1.6822786532429745e-05 3.4253921270497584e-08 1.3993847251185798e-05 -2.7873383601217938e-06 2.8252677911323502e-06 -6.1664311051572436e-06
leaf_weight=22 22 20 24 22 20 21 30 22 21 36 20 29 21 21 26 25 34 20 37 20 34 35 36 23 25 2347 20 34 29 25
leaf_count=22 22 20 24 22 20 21 30 22 21 36 20 29 21 21 26 25 34 20 37 20 34 35 36 23 25 2347 20 34 29 25
internal_value=0 3.4408e-08 -1.46547e-08 -3.30192e-06 3.52016e-08 2.20733e-09 1.1314e-07 -1.42007e-06 -6.41154e-06 -1.936e-07 6.95507e-07 -2.12031e-07 1.36447e-06 4.34933e-06 -1.24728e-06 2.66701e-08 2.27575e-06 -1.55165e-06 -4.35613e-08 4.17651e-08 -1.49213e-08 -2.55251e-06 2.00733e-06 9.04769e-08 4.88006e-06 -6.16517e-09 7.87264e-08 3.21735e-06 7.38387e-06 -3.1099e-08
internal_weight=0 3099 3079 46 3033 3013 2795 218 43 175 139 119 90 42 48 2774 84 54 2690 2653 2633 105 71 2528 50 2478 2455 83 49 2372
internal_count=3121 3099 3079 46 3033 3013 2795 218 43 175 139 119 90 42 48 2774 84 54 2690 2653 2633 105 71 2528 50 2478 2455 83 49 2372
is_linear=0
shrinkage=0.1


Tree=6027
num_leaves=31
num_cat=0
split_feature=156 472 123 123 132 1203 1185 50 1 9 9 484 16 1 45 4 4 43 42 4 484 156 42 12 49 42 42 42 42 42
split_gain=4.73948e-08 6.76729e-08 4.53575e-08 6.4918e-08 4.30559e-08 1.35369e-06 6.86739e-07 2.46771e-07 4.66815e-08 1.07007e-07 9.6868e-08 1.72068e-07 2.70614e-07 8.23761e-08 7.61286e-08 7.474e-08 2.25799e-07 5.0213e-07 9.75562e-07 4.7045e-07 3.64292e-07 2.04721e-07 1.83976e-07 1.72796e-07 1.65835e-07 1.60482e-07 9.48233e-07 4.58446e-07 3.74138e-07 4.83867e-07
threshold=0.3248100000000001 -0.097514999999999977 0.13162000000000004 0.11410500000000003 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.13820500000000002 -0.08619499999999998 -0.036024999999999995 0.090535000000000018 -0.4179199999999999 0.13534000000000004 0.094030000000000016 -0.011559999999999999 -0.0057249999999999992 -0.085739999999999997 0.084050000000000014 -0.0047449999999999992 0.085845000000000019 -0.090519999999999975 -0.23037499999999997 0.086420000000000011 -0.0049799999999999992 0.086950000000000013 0.087505000000000013 0.086035000000000014 0.087825000000000014 0.088295000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -6 -3 9 -8 -10 12 -12 14 15 22 17 20 -19 -18 24 -21 -11 -20 -17 27 -27 -24 -28 -30
right_child=-2 2 -4 -5 6 -7 8 -9 10 13 11 -13 -14 -15 -16 16 19 18 23 21 -22 -23 25 -25 -26 26 28 -29 29 -31
leaf_value=5.8316827698945422e-06 -4.522668088769854e-06 -4.140104646605817e-08 -4.7508155068953787e-06 5.4395194721027202e-06 -1.7715788883585693e-05 2.5477090964830585e-05 5.309569363677068e-06 -1.1760073284676764e-05 -7.8907505625962095e-06 9.2155364563950589e-06 1.1319409000385524e-05 -8.4234416507652813e-06 -1.8702124975789049e-06 -5.2674362450488846e-06 -5.5141903684348873e-06 6.2933064461557323e-06 -1.4333105499469475e-05 2.1492377336195157e-05 -3.621456213455959e-06 1.0474836224148022e-05 -1.3869829091959219e-05 2.3818227546156181e-07 -8.1168994783136311e-07 6.0205161788894102e-06 -4.4355882419040429e-06 1.7554171805045371e-05 -1.3230324746126869e-05 -1.1773523404485786e-05 1.4257185459124836e-05 -2.539088983458218e-07
leaf_weight=20 23 177 20 22 22 21 39 20 22 20 21 22 60 29 24 34 22 37 34 20 20 843 826 41 25 32 21 40 24 540
leaf_count=20 23 177 20 22 22 21 39 20 22 20 21 22 60 29 24 34 22 37 34 20 20 843 826 41 25 32 21 40 24 540
internal_value=0 3.35805e-08 -4.09394e-09 2.69507e-08 -1.22708e-08 1.34169e-06 -1.17013e-07 -1.23111e-06 2.14605e-08 1.09854e-07 -1.86734e-06 -5.80785e-07 1.54932e-06 3.28069e-08 9.18569e-08 1.44026e-07 7.80271e-07 3.89851e-06 8.20473e-06 1.07295e-07 -2.2065e-06 4.75416e-07 -3.11462e-07 1.64949e-06 1.74716e-06 -4.39945e-07 7.92477e-07 -1.31801e-06 -1.24402e-07 3.63584e-07
internal_weight=0 3098 3078 3058 3036 218 2818 197 2796 2671 125 103 81 2632 2603 2579 1076 191 112 885 79 863 1503 75 59 1483 617 866 585 564
internal_count=3121 3098 3078 3058 3036 218 2818 197 2796 2671 125 103 81 2632 2603 2579 1076 191 112 885 79 863 1503 75 59 1483 617 866 585 564
is_linear=0
shrinkage=0.1


Tree=6028
num_leaves=31
num_cat=0
split_feature=1429 471 475 471 1419 15 156 1429 1429 3 1451 1453 474 474 156 1 52 474 158 482 42 482 482 1455 50 158 42 2 160 51
split_gain=4.77694e-08 9.99951e-08 5.84753e-08 6.79985e-08 7.57671e-08 2.57355e-07 7.9468e-08 5.5821e-08 7.89284e-08 4.47366e-07 6.46388e-08 7.91554e-08 7.90629e-08 4.8948e-07 3.18007e-07 3.22356e-07 1.86866e-07 1.17577e-07 7.52501e-08 8.69733e-08 6.64379e-07 3.08583e-07 2.18551e-07 1.19724e-07 2.41285e-07 9.14188e-08 2.33981e-07 8.97073e-08 5.89074e-07 3.29497e-07
threshold=0.12521000000000002 -0.085064999999999988 -0.50059999999999982 0.10338500000000002 0.089680000000000024 -0.066844999999999988 -0.092099999999999987 0.092020000000000005 0.087700000000000014 -0.082689999999999986 0.095645000000000022 1.0000000180025095e-35 0.091180000000000011 0.08708500000000001 0.09747500000000002 0.088485000000000022 -0.085264999999999994 0.085860000000000006 -0.47336999999999996 0.098465000000000011 0.096450000000000022 0.090355000000000005 0.08673500000000002 0.090900000000000022 0.091445000000000012 0.12212000000000002 0.091295000000000015 0.113445 0.10070500000000002 -0.43587999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4 8 10 -10 11 12 13 17 15 -14 -15 18 -8 21 -21 22 23 25 -25 27 -27 29 -29 -20
right_child=-2 2 3 -5 5 -7 7 -9 9 -11 -12 -13 14 16 -16 -17 -18 -19 19 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-6.2069514272549833e-06 4.8715154707679178e-06 5.4103706588648494e-06 -4.8387534404275143e-06 -5.3163837492320454e-06 1.2455189253159915e-05 -3.2182512954519058e-06 5.7044752912074532e-06 3.687684357917134e-06 6.1360106042229748e-06 -1.5015028043308121e-05 5.5610828984716445e-06 -4.9528713738311586e-06 -1.7809611771164264e-05 1.6848858580314777e-05 3.6308004401026006e-06 -7.0360399604396661e-08 4.9167911726856671e-06 -6.8807026236754613e-06 1.302966992625443e-05 4.6624195854693594e-06 -1.7960054395059292e-05 1.0300810856733733e-05 -9.1945233879624328e-06 9.4625636110494448e-06 -3.4117349173357073e-06 3.8521745864272816e-06 -1.0309587988948416e-05 -4.3153873628237556e-07 -1.7304241522321137e-05 1.3116040050406276e-07
leaf_weight=26 20 20 34 24 20 22 23 41 20 20 21 32 21 21 37 20 35 25 20 34 21 29 26 37 24 20 28 348 22 2030
leaf_count=26 20 20 34 24 20 22 23 41 20 20 21 32 21 21 37 20 35 25 20 34 21 29 26 37 24 20 28 348 22 2030
internal_value=0 -3.14193e-08 2.07966e-08 -1.4487e-08 2.74943e-08 4.24529e-06 -3.17721e-08 2.35366e-08 -2.8018e-08 -4.43951e-06 3.33807e-08 -7.30696e-09 4.8793e-08 1.38066e-07 -3.09063e-06 -9.15632e-06 9.39132e-06 -5.4782e-08 9.32322e-09 -4.03124e-08 -3.97525e-06 4.34421e-08 -7.29821e-08 2.07942e-08 4.39727e-06 -8.73763e-08 -4.40885e-06 -1.66107e-09 -1.43478e-06 2.57e-07
internal_weight=0 3101 3075 3055 3031 42 2989 2955 2914 40 2874 2853 2821 2743 78 41 56 2687 2662 2639 55 2584 2555 2529 61 2468 48 2420 370 2050
internal_count=3121 3101 3075 3055 3031 42 2989 2955 2914 40 2874 2853 2821 2743 78 41 56 2687 2662 2639 55 2584 2555 2529 61 2468 48 2420 370 2050
is_linear=0
shrinkage=0.1


Tree=6029
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1429 157 1429 1429 156 156 0 0 475 3 3 156 156 49 1371 1374 1373 456 16 43 13 133 1 16 160
split_gain=4.43179e-08 3.06576e-07 1.44174e-07 4.51469e-08 1.1491e-07 5.24666e-08 2.17321e-07 9.43304e-08 4.68594e-08 5.3711e-08 2.21343e-07 2.09767e-07 1.79602e-07 1.19418e-07 1.5356e-07 1.25213e-07 9.55698e-08 2.99074e-07 1.64654e-07 1.58529e-07 2.53535e-07 7.36948e-08 1.01243e-07 5.76154e-08 1.39417e-07 2.51955e-07 2.23694e-07 6.83265e-07 2.57418e-07 1.64226e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23752499999999996 0.32523500000000005 -0.08262499999999999 -0.049319999999999996 -0.069929999999999978 -0.026244999999999997 0.091255000000000017 0.089770000000000016 0.024095000000000002 -0.065229999999999996 -0.082274999999999987 -0.079594999999999985 -0.0069549999999999994 0.087610000000000007 0.087045000000000011 0.0021350000000000002 0.084775000000000017 0.088035000000000016 0.075690000000000021 0.088910000000000017 0.083160000000000026 -0.095589999999999994 -0.074519999999999989 0.090665000000000009 1.0000000180025095e-35 0.51026500000000008 0.041220000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 -5 -7 -9 10 16 12 13 -11 -15 -16 17 19 -18 20 21 23 -23 -10 -25 29 27 -27 -28 -26
right_child=1 3 -4 4 -6 7 -8 8 9 11 -12 -13 -14 14 15 -17 18 -19 -20 -21 -22 22 -24 24 25 26 28 -29 -30 -31
leaf_value=-3.9357293700828156e-07 1.2143017470190812e-05 -4.7181818757735533e-06 -8.0696706496447798e-06 2.4863436556188392e-06 7.6029200818084065e-06 5.937698231011584e-06 -1.0433709681108113e-05 -4.4967923931044821e-06 2.7110214418899145e-07 8.5585398230013311e-06 -1.0562543420746807e-05 8.9074221613938075e-06 -5.740981488636466e-06 -4.7025376826630756e-06 9.8456968705325689e-06 7.8402143393369835e-08 4.9360993234346867e-08 -1.0191433207065248e-05 1.1082780214824849e-05 -7.7428386563182212e-06 8.5567635064113085e-06 -9.311572018759763e-06 6.2986365438042597e-07 2.0913147443479831e-06 6.0488767555030557e-06 -1.9032366819691094e-05 -6.2423810754808079e-06 -2.3959333417428292e-06 9.6097027380892545e-06 -2.2670884296379273e-06
leaf_weight=194 21 20 28 30 20 27 23 23 1972 23 20 33 39 35 21 35 38 29 21 26 35 20 21 100 47 33 20 98 21 48
leaf_count=194 21 20 28 30 20 27 23 23 1972 23 20 33 39 35 21 35 38 29 21 26 35 20 21 100 47 33 20 98 21 48
internal_value=0 1.04278e-07 -1.36173e-06 1.64343e-08 4.95667e-08 -3.66339e-09 -3.12047e-06 5.56511e-08 -1.9324e-09 3.58672e-08 -8.38412e-08 1.67639e-06 1.16752e-07 2.12071e-06 4.9357e-07 3.74114e-06 -9.72882e-10 -9.59816e-08 3.97651e-06 2.39562e-08 1.07574e-07 -1.66789e-08 -4.21962e-06 5.69938e-08 -1.09347e-06 -2.28628e-06 -4.56926e-06 -6.58679e-06 1.87698e-06 1.84713e-06
internal_weight=0 2899 222 2878 2858 2838 53 2785 2758 2735 2549 186 153 114 91 56 2529 2470 59 2441 2415 2380 41 2339 367 267 172 131 41 95
internal_count=3121 2899 222 2878 2858 2838 53 2785 2758 2735 2549 186 153 114 91 56 2529 2470 59 2441 2415 2380 41 2339 367 267 172 131 41 95
is_linear=0
shrinkage=0.1


Tree=6030
num_leaves=31
num_cat=0
split_feature=156 474 132 50 1185 1203 12 48 132 13 403 133 1208 1208 1210 1213 1210 403 1210 1210 484 481 1447 1209 403 1185 129 2 4 12
split_gain=4.57602e-08 5.72873e-08 4.92524e-08 1.21475e-06 6.38053e-07 2.31147e-07 5.22009e-08 6.23468e-08 6.9567e-08 5.98269e-08 6.83409e-08 5.73596e-08 4.58515e-08 1.0545e-07 4.78477e-08 3.77367e-07 1.43071e-07 4.814e-08 6.4277e-07 3.88963e-07 2.47441e-07 6.02481e-07 1.32782e-07 1.26175e-07 2.08148e-07 1.15207e-07 1.30013e-07 2.45927e-07 2.11348e-07 1.49245e-07
threshold=0.3248100000000001 0.11986500000000001 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.11527000000000001 0.086035000000000014 -0.41094499999999995 -0.0018299999999999998 -0.07687999999999999 -0.015164999999999998 0.11846000000000001 0.10480500000000002 -0.13847499999999999 -0.083944999999999978 -0.090569999999999998 -0.0047449999999999992 -0.062079999999999989 -0.081959999999999991 -0.081614999999999979 -0.081614999999999979 -0.074869999999999978 -0.084519999999999984 -0.5335399999999999 0.085600000000000009 0.080675000000000011 0.088225000000000012 -0.086849999999999997 0.097575000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 8 -1 10 11 -10 13 14 15 -6 -16 19 -19 -18 -21 -22 -23 -24 -25 26 28 -28 -26 -30
right_child=-2 -3 4 -5 12 -7 -8 -9 9 -11 -12 -13 -14 -15 16 -17 17 18 -20 20 21 22 23 24 25 -27 27 -29 29 -31
leaf_value=5.4751015589069794e-06 -4.4439865983685712e-06 5.2382637358321173e-06 -1.707719187503575e-05 2.4307586454597188e-05 1.3788278597530734e-05 -1.1186365472894977e-05 4.9683738143357916e-06 -5.5268663518723948e-06 -4.3184005278362747e-06 -5.6330135049620371e-06 4.051042230912572e-06 1.921138062226209e-06 4.3711632770282454e-06 -6.0172817688124214e-06 -8.0442226021659732e-06 -3.8303067647634197e-06 1.4257543114668115e-05 -1.7994456852647998e-05 1.450370895396902e-08 -8.1419397815807318e-06 1.5735327967656933e-05 -7.6986011013754515e-06 -6.2812443939737233e-06 9.9329232815155901e-06 8.2022989722929661e-06 5.936053428217058e-06 -1.3532708312595787e-05 1.097662762579906e-06 -1.7602906577350097e-06 4.2443833904745024e-06
leaf_weight=22 23 21 22 21 20 20 20 21 34 20 33 26 24 29 22 31 21 20 2188 32 26 21 26 24 32 33 20 27 189 53
leaf_count=22 23 21 22 21 20 20 20 21 34 20 33 26 24 29 22 31 21 20 2188 32 26 21 26 24 32 33 20 27 189 53
internal_value=0 3.30024e-08 -2.52266e-09 1.44993e-06 -1.12727e-07 -9.991e-07 1.58543e-07 -4.58102e-07 3.30373e-07 -6.71256e-07 3.95789e-07 -1.6146e-06 1.8781e-08 -1.83396e-08 4.4127e-08 3.07894e-06 -1.24844e-08 5.26698e-08 -1.48621e-07 9.34515e-07 3.55253e-07 9.58158e-07 5.41426e-08 4.57132e-07 9.20618e-07 3.09614e-07 -2.68805e-07 -5.12803e-06 5.64712e-07 -4.45217e-07
internal_weight=0 3098 3077 217 2860 196 176 156 135 113 93 60 2838 2814 2785 51 2734 2712 2208 504 483 451 425 404 378 354 321 47 274 242
internal_count=3121 3098 3077 217 2860 196 176 156 135 113 93 60 2838 2814 2785 51 2734 2712 2208 504 483 451 425 404 378 354 321 47 274 242
is_linear=0
shrinkage=0.1


Tree=6031
num_leaves=31
num_cat=0
split_feature=132 1185 43 12 50 1204 131 2 130 42 401 42 1213 402 52 52 133 12 13 483 52 159 131 13 15 133 1447 160 52 42
split_gain=4.43823e-08 3.32218e-07 1.00211e-07 1.03922e-07 6.0049e-08 8.45017e-08 6.41255e-08 1.1903e-07 1.50043e-07 6.03627e-08 4.27261e-08 1.66958e-07 1.53528e-07 1.21024e-07 4.86251e-08 5.03226e-07 4.23358e-07 1.91281e-07 3.13343e-07 4.23195e-07 3.25907e-07 2.52897e-07 2.46807e-07 4.7978e-07 4.31149e-07 3.95396e-07 1.54814e-07 2.41018e-07 1.39394e-07 1.90761e-07
threshold=-0.083174999999999985 -0.083264999999999992 -0.011244999999999998 0.087385000000000004 0.09227500000000001 -0.084954999999999989 -0.076979999999999979 0.10497000000000002 0.09364500000000002 -0.013389999999999997 -0.078179999999999986 0.10306000000000001 -0.060974999999999994 -0.43418999999999991 0.10347000000000002 0.096795000000000006 0.26753000000000005 0.091715000000000005 -0.077944999999999987 0.10143000000000001 0.13140000000000004 -0.087844999999999993 0.089415000000000008 -0.083764999999999992 0.11461000000000002 0.092470000000000011 -0.085709999999999995 -0.55248999999999981 0.5116750000000001 0.094365000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 -7 8 9 -8 11 -3 -13 -12 15 -15 17 22 21 20 -20 -19 24 -24 25 26 -16 -28 29 -22
right_child=1 10 4 -5 -6 6 7 -9 -10 -11 13 12 -14 14 16 -17 -18 18 19 -21 28 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.1132985610342788e-06 1.2636434742792822e-05 8.2224310896587365e-06 5.536909198208714e-06 -1.0969465752168618e-05 -4.5747921847448327e-06 3.1397666685789417e-06 3.0158523778871833e-06 3.8703895188518802e-06 -1.0974842042411514e-05 -4.3995881113638142e-06 -6.1687766006457423e-06 -7.7743328715552629e-06 3.1005938153077081e-06 9.7815587740489796e-09 -6.5423188814371505e-06 -1.1749554426854515e-05 1.4155054051788404e-05 3.2222780814831993e-06 1.3453773424217892e-05 -1.2317620679492724e-05 1.7423142071493205e-06 1.7665919252026059e-05 1.8518925022642013e-06 -1.9548382665561805e-05 1.3662009473591752e-05 -1.1637046462453782e-05 1.1405655909800859e-05 4.6441358435429231e-08 5.2339382598861015e-06 -1.0865909920028117e-05
leaf_weight=23 21 30 27 20 28 33 21 25 22 23 32 21 34 2212 29 37 23 27 23 22 30 22 22 20 21 32 21 169 31 20
leaf_count=23 21 30 27 20 28 33 21 25 22 23 32 21 34 2212 29 37 23 27 23 22 30 22 22 20 21 32 21 169 31 20
internal_value=0 1.04347e-07 -1.36272e-06 -5.69756e-06 -3.21395e-07 4.67314e-07 -6.36549e-07 -2.00598e-06 -4.23188e-06 -8.60401e-07 1.29033e-08 2.22155e-06 -1.05165e-06 -5.4313e-08 1.65536e-08 -1.8368e-07 8.96096e-07 2.72464e-07 2.92174e-06 2.82956e-07 2.94846e-06 9.70718e-06 -1.20404e-06 -8.33871e-06 -1.02365e-07 -1.25397e-06 2.63197e-07 1.30193e-06 -3.4527e-08 -3.30098e-06
internal_weight=0 2899 222 43 179 151 124 91 66 44 2878 85 55 2793 2761 2249 512 489 175 126 104 49 314 42 272 251 219 190 81 50
internal_count=3121 2899 222 43 179 151 124 91 66 44 2878 85 55 2793 2761 2249 512 489 175 126 104 49 314 42 272 251 219 190 81 50
is_linear=0
shrinkage=0.1


Tree=6032
num_leaves=31
num_cat=0
split_feature=1208 1208 15 132 15 400 1211 1456 1213 2 2 160 43 13 0 1456 4 4 403 43 0 1200 400 133 1213 402 16 1210 0 12
split_gain=4.20021e-08 7.44827e-08 6.29144e-08 1.20061e-06 1.13724e-06 2.18404e-07 1.82926e-07 1.37676e-07 1.45843e-07 1.8606e-07 1.28661e-06 5.60668e-07 3.35706e-07 6.16207e-07 2.26688e-07 2.14574e-07 2.80865e-07 5.40333e-07 2.91705e-07 1.68856e-07 1.59574e-07 1.20392e-07 1.1712e-07 1.93455e-07 8.9082e-08 6.62705e-07 4.41411e-07 1.47018e-06 3.20542e-07 1.37344e-07
threshold=0.12461500000000002 0.10737500000000001 0.091650000000000023 -0.083284999999999984 0.092145000000000019 -0.060504999999999996 0.11013500000000002 0.04871000000000001 -0.082414999999999974 0.094215000000000007 0.092635000000000009 -0.53908999999999996 0.055925000000000009 -0.078279999999999975 -0.077809999999999976 -0.045159999999999999 -0.067104999999999984 -0.076229999999999978 -1.0000000180025095e-35 -0.06984499999999999 -0.075359999999999996 0.089190000000000005 -0.096814999999999984 -0.006494999999999999 -0.085284999999999986 0.12629000000000004 -0.092484999999999984 -0.08861999999999999 -0.098289999999999975 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 21 8 20 10 11 -10 13 -11 -15 -13 17 18 -17 -16 -7 22 23 -1 26 -26 28 -28 -24 -29
right_child=-2 -3 3 4 5 7 -8 -9 9 12 -12 15 -14 14 19 16 -18 -19 -20 -21 -22 -23 24 -25 25 -27 27 29 -30 -31
leaf_value=-1.1902437402320424e-05 -4.5679894992645134e-06 5.3592759951033473e-06 2.2373063562554309e-05 -2.3452464822639741e-05 1.1150406426168048e-05 -1.0693908747530909e-05 -7.6052686477906368e-06 -5.5490612768543154e-06 -1.4016159000427498e-05 -1.7165564109745904e-05 2.7129882229408916e-05 1.1984138077620985e-05 9.5157459072652272e-06 8.2443236233639597e-06 -8.6946703504509063e-06 1.362149512715405e-05 8.7889896810288027e-06 -1.307981034090387e-05 -1.598496791643811e-06 1.7060988293574279e-06 1.4930180823698308e-06 7.4282511204295417e-06 1.3511072038021494e-06 1.5160306756591864e-06 -9.3779351585891483e-08 -1.7532880226282671e-05 2.9697229342673383e-05 -6.9938583874318293e-06 -1.63381435595511e-05 1.9789954360123438e-06
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internal_value=0 2.9453e-08 -1.56122e-08 1.05197e-06 -1.51255e-07 9.50457e-07 -2.07261e-07 4.44256e-07 1.01427e-06 1.73839e-06 3.83292e-06 8.3147e-07 -9.94888e-07 -3.26011e-06 5.60069e-07 3.14812e-06 1.42585e-06 -1.80675e-06 4.03854e-06 -2.68173e-06 -4.45874e-06 -1.12414e-07 -1.74441e-07 -5.34923e-06 -8.57891e-08 -2.59651e-07 1.95554e-06 4.38225e-06 -7.2778e-06 6.59458e-07
internal_weight=0 3101 3075 468 443 423 2607 403 368 325 184 163 141 116 91 141 118 82 54 64 43 2574 2553 43 2510 2313 197 156 41 136
internal_count=3121 3101 3075 468 443 423 2607 403 368 325 184 163 141 116 91 141 118 82 54 64 43 2574 2553 43 2510 2313 197 156 41 136
is_linear=0
shrinkage=0.1


Tree=6033
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 15 42 0 52 133 1203 1212 1212 1209 42 12 1213 402 3 403 1210 1208 2 481 43 402 2 1447 1209 13 13
split_gain=4.8454e-08 2.57191e-07 1.56642e-07 8.17954e-08 5.55426e-08 1.01436e-07 7.80989e-08 6.65349e-08 9.49854e-08 1.092e-07 4.25051e-08 9.26243e-08 2.44771e-07 2.0151e-07 2.91875e-07 7.10084e-08 5.58799e-08 5.86331e-07 1.27019e-07 6.59239e-08 9.54144e-08 8.28011e-08 2.59294e-07 7.36616e-07 2.81348e-07 1.85599e-07 1.97071e-07 1.6167e-07 1.60887e-07 4.38943e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.084510000000000016 -0.049004999999999993 -0.09515499999999999 0.087435000000000013 -0.37971999999999995 0.083975000000000008 -0.53159999999999996 -0.092474999999999988 -0.089214999999999989 0.087405000000000024 0.092255000000000018 -0.21306999999999995 0.113945 -0.078724999999999976 0.12089000000000001 -0.099939999999999987 0.11846000000000001 0.088125000000000023 -0.087424999999999989 -0.077319999999999986 0.10645 0.088930000000000023 0.0071200000000000005 0.10032500000000001 -0.088589999999999988 -0.087074999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 8 -8 -10 -3 13 -13 15 -15 -12 18 -18 19 -14 21 22 23 -21 28 -23 27 -27 -24 -30
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leaf_value=2.9616226847314179e-06 1.113558053995283e-05 -4.5654364606662059e-06 -8.8804727306524016e-06 -6.3765887792518086e-06 -1.5762295808362187e-06 7.7171932313528198e-06 -6.1924246470620608e-06 -6.5990849566122533e-06 7.1704818462118673e-06 -2.9110268439002209e-06 -6.157905436339206e-06 -8.6072872708234968e-06 -5.2807535133109447e-06 1.6120593324392924e-05 8.4587917007379939e-07 1.7036239101899912e-06 -5.4471345479482008e-06 1.4726679117302411e-05 -7.9496317906091476e-06 3.5899821796192558e-06 6.8099575790776217e-06 -5.2891869484626932e-06 3.5879806118801535e-06 -1.9291774522400831e-05 1.2442799975685506e-05 -2.3990260665471438e-07 8.4129990979748148e-06 -9.3012924207869235e-06 -7.80998780678529e-06 8.2427973003104994e-07
leaf_weight=38 21 20 25 21 23 24 21 27 21 22 20 33 23 22 29 27 34 25 20 34 21 76 171 24 21 1269 26 20 63 900
leaf_count=38 21 20 25 21 23 24 21 27 21 22 20 33 23 22 29 27 34 25 20 34 21 76 171 24 21 1269 26 20 63 900
internal_value=0 1.09026e-07 -1.42386e-06 -4.77594e-07 2.26263e-07 3.16935e-06 -8.46023e-07 -2.43603e-06 -6.7974e-07 2.0125e-06 2.85677e-08 6.07161e-08 -4.65567e-08 3.08187e-06 7.43497e-06 -1.64171e-06 5.70385e-08 3.10109e-06 -1.02776e-08 4.96874e-08 9.63922e-08 4.22505e-08 6.46103e-07 -5.87833e-06 9.73737e-07 -4.8433e-07 -2.06634e-07 -3.80498e-07 7.61347e-07 2.59421e-07
internal_weight=0 2899 222 197 176 47 129 91 64 43 2878 2858 2760 98 51 47 2727 59 2668 2648 2625 2604 1213 58 1155 1391 1315 1289 1134 963
internal_count=3121 2899 222 197 176 47 129 91 64 43 2878 2858 2760 98 51 47 2727 59 2668 2648 2625 2604 1213 58 1155 1391 1315 1289 1134 963
is_linear=0
shrinkage=0.1


Tree=6034
num_leaves=31
num_cat=0
split_feature=1208 1208 43 1210 1213 1211 1203 0 0 0 13 1186 390 42 15 403 15 1452 1455 1456 1213 403 1447 131 481 13 4 52 42 0
split_gain=4.3611e-08 7.38281e-08 1.90179e-07 6.57416e-08 6.83879e-07 6.47014e-08 2.46971e-07 2.45579e-07 2.57032e-07 2.03887e-07 1.45922e-07 7.23621e-08 6.33454e-08 1.47083e-07 5.78906e-08 3.68702e-07 2.59877e-07 2.3663e-07 2.11126e-07 2.20946e-07 2.08258e-07 3.52848e-07 1.37928e-07 2.15832e-07 6.41648e-07 4.14834e-07 2.30175e-07 5.03527e-07 4.2036e-07 5.29071e-07
threshold=0.12461500000000002 0.10233500000000001 -0.03898999999999999 -0.099939999999999987 -0.083944999999999978 0.087635000000000005 0.089480000000000018 -0.084384999999999988 -0.077084999999999987 -0.088544999999999985 -0.068269999999999983 -0.095479999999999982 0.087590000000000015 -0.016354999999999998 0.087575000000000014 -0.5335399999999999 0.087065000000000017 0.083330000000000015 0.068185000000000009 -0.069024999999999989 0.104315 -0.42739999999999995 -0.082344999999999988 0.08956500000000002 -1.0000000180025095e-35 -0.074519999999999989 -0.072334999999999997 0.10744000000000002 0.090395000000000017 -0.069954999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=-2 2 -4 5 -6 6 -8 8 10 -11 -12 12 13 -15 15 17 -18 -19 -20 22 -22 -23 23 25 26 -27 28 -29 29 -31
leaf_value=1.0424967440640518e-05 -4.6546439989469947e-06 1.0891848943997285e-05 -2.7335213917467628e-06 -4.9518449850438634e-06 -1.2074988839490938e-05 -4.18290049062555e-10 1.2419308336575342e-05 -9.573922163023478e-06 6.9624970609975911e-06 1.3950197953818133e-05 -4.1032995547787079e-06 -1.3531280045526729e-05 9.8356925992079826e-06 -1.5165217673711595e-06 1.3216903760006397e-05 8.3363029041779121e-06 -1.0660233878449315e-05 8.031436315119405e-06 -1.0319058810637216e-05 -6.7172309499596851e-06 8.2204766219374818e-06 -1.8638985221712224e-07 1.3718683662647083e-05 -1.7197594108893102e-05 -8.3499448287472576e-08 -1.0732592272688635e-07 6.5355822850203067e-07 1.4836369840710317e-05 -2.1927553125746982e-05 -1.2881892922046571e-06
leaf_weight=22 20 21 20 30 35 22 20 33 26 20 22 20 21 25 23 31 24 37 20 32 29 2123 36 20 174 49 90 26 23 27
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internal_value=0 3.00237e-08 4.24533e-06 -2.64558e-08 -3.3908e-06 3.74028e-08 2.11324e-06 4.37461e-07 -2.78009e-06 6.64273e-06 1.89067e-06 -6.63893e-08 -1.46e-08 3.66601e-06 -7.54147e-08 8.05831e-07 -3.11377e-07 3.00601e-07 -2.41143e-07 1.55626e-07 -1.97025e-07 -3.10934e-07 -3.76033e-07 7.99638e-08 1.02339e-06 -5.06103e-06 -3.20817e-07 1.85608e-06 -3.43068e-06 -1.07823e-05
internal_weight=0 3101 41 3060 57 3003 143 123 81 42 48 2860 2830 46 2784 588 2196 565 528 508 2172 2143 477 445 376 69 340 200 140 50
internal_count=3121 3101 41 3060 57 3003 143 123 81 42 48 2860 2830 46 2784 588 2196 565 528 508 2172 2143 477 445 376 69 340 200 140 50
is_linear=0
shrinkage=0.1


Tree=6035
num_leaves=31
num_cat=0
split_feature=402 401 132 394 15 399 50 1204 52 401 12 42 1453 158 12 1455 1452 15 1452 1455 1453 1455 12 0 1454 160 12 1447 3 160
split_gain=4.40967e-08 9.84424e-08 5.55939e-08 2.22162e-07 1.35376e-07 7.08479e-08 2.14415e-07 8.08384e-08 7.04043e-08 6.72838e-08 5.34794e-08 5.9977e-08 4.40626e-08 5.02336e-08 2.33343e-07 5.85434e-08 7.24557e-08 1.36365e-07 7.05241e-08 1.05002e-07 1.17037e-07 8.62373e-08 1.98041e-07 8.52898e-07 1.57485e-07 6.23024e-08 3.05519e-07 8.42451e-08 6.19233e-07 4.24814e-07
threshold=0.31278000000000006 0.13699500000000003 -0.083174999999999985 0.11233000000000001 0.092400000000000024 0.091580000000000009 0.09227500000000001 -0.084954999999999989 0.088555000000000009 0.12463 0.086305000000000007 -0.021469999999999996 -0.15520499999999995 -0.4686749999999999 0.094225000000000017 0.10814500000000001 0.088500000000000009 -0.065449999999999994 0.086765000000000023 0.10268500000000001 -0.063399999999999984 -0.041319999999999989 0.090695000000000012 -0.082284999999999983 0.099235000000000004 -0.54913999999999985 0.089625000000000024 -0.086279999999999982 -0.085709999999999995 -0.090764999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 5 6 7 -1 10 12 -9 -12 -4 14 -14 16 18 -18 19 20 -15 22 23 -22 25 26 -23 28 -27 -30
right_child=-2 -3 3 -5 -6 -7 -8 8 -10 -11 11 -13 13 15 -16 -17 17 -19 -20 -21 21 24 -24 -25 -26 27 -28 -29 29 -31
leaf_value=5.0868318612629084e-06 4.5669650760482042e-06 -6.6964392978909691e-06 -4.6582436903008784e-06 1.0636338047333992e-05 -8.962573371139694e-06 3.3183443848530364e-06 -1.030391539984521e-05 1.3291429013406743e-06 3.8470838097220456e-06 5.8395298401592307e-06 -7.5014079783386478e-06 -1.2515536899868227e-06 -2.2711204785023699e-06 -6.3623272957368599e-06 1.158323321305943e-05 -4.3987903253158345e-06 -1.1448345920446932e-06 8.5586133938672257e-06 -5.9490004252893417e-06 7.0546026910007995e-06 -2.4746629314438161e-06 -4.0926419308601432e-06 -4.3193805940973108e-06 2.2522003984617878e-05 -8.5038615493844684e-06 -1.7422913337709774e-05 1.2806867057975071e-05 3.0169202427105275e-08 -5.460908168077238e-06 1.3108334923634341e-05
leaf_weight=25 21 22 20 20 22 36 24 26 22 20 28 34 31 29 20 30 30 28 20 21 39 23 25 21 22 22 20 2370 28 22
leaf_count=25 21 22 20 20 22 36 24 26 22 20 28 34 31 29 20 30 30 28 20 21 39 23 25 21 22 22 20 2370 28 22
internal_value=0 -3.09334e-08 1.67083e-08 1.33753e-07 -1.52644e-06 -6.87495e-07 -1.59448e-06 -4.61325e-08 -1.21272e-06 5.98168e-08 -2.47767e-06 -4.07407e-06 1.88404e-08 5.22362e-08 3.16196e-06 -5.43499e-09 4.30211e-08 3.53959e-06 -3.31625e-08 1.16205e-08 -4.48093e-08 2.58728e-08 3.15842e-06 6.27417e-06 -8.03365e-08 -5.762e-09 3.76759e-06 -7.22052e-08 -3.44203e-06 2.70956e-06
internal_weight=0 3100 3078 2861 217 195 159 135 110 2841 88 62 2821 2801 51 2750 2720 58 2662 2642 2621 2592 85 60 2507 2485 43 2442 72 50
internal_count=3121 3100 3078 2861 217 195 159 135 110 2841 88 62 2821 2801 51 2750 2720 58 2662 2642 2621 2592 85 60 2507 2485 43 2442 72 50
is_linear=0
shrinkage=0.1


Tree=6036
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1366 456 1372 47 47 10 47 131 44 1456 47 16 47 160 1 49 49 484 51 49 42 472 483 15 156 42
split_gain=4.42699e-08 1.30235e-06 7.00343e-07 2.12795e-07 4.14385e-08 4.74046e-08 5.72028e-08 5.78815e-08 5.18772e-07 4.99775e-07 1.68357e-07 7.94148e-08 8.97675e-08 3.16212e-07 9.8837e-08 1.26061e-07 7.4989e-08 5.99418e-08 8.86973e-08 5.49125e-08 1.75749e-07 2.15918e-07 2.56933e-07 1.20155e-07 1.75875e-07 1.49075e-07 2.69127e-07 1.17674e-07 1.18259e-07 1.09852e-07
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.087024999999999977 0.10512000000000001 -0.082274999999999987 0.094160000000000008 0.090100000000000013 -1.0000000180025095e-35 0.097970000000000015 0.096490000000000006 0.099360000000000018 -0.074164999999999995 0.10843500000000002 -0.010699999999999999 0.11370000000000001 -1.0000000180025095e-35 0.12577000000000002 0.10440000000000001 0.11042000000000002 0.056480000000000009 -0.44986999999999994 0.08610000000000001 -0.106335 -0.065034999999999996 0.08740500000000001 -0.09095499999999998 0.08759500000000002 0.082810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 -6 8 19 -9 -11 12 13 -12 15 -15 -16 -18 -19 23 -21 22 -22 -8 -25 -26 27 29 -29 -27
right_child=2 -3 4 -5 5 -7 7 9 -10 10 11 -13 -14 14 16 -17 17 18 -20 20 21 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-4.152562124172517e-08 -1.7877714460403449e-05 2.5050036486261108e-05 4.1702159175353396e-06 -1.0920521256139183e-05 4.9067053851103992e-06 -3.4649678675636194e-06 -7.7679351387016176e-08 1.6602778559899891e-05 -1.2798323919405164e-05 -7.973178539150862e-06 1.3976265946829308e-05 -4.0006322478802757e-06 -4.0695988000531241e-06 9.8316156278125774e-06 -6.1445780244996837e-06 -1.2903964345780508e-07 -3.8814676204508391e-06 4.521197252718897e-06 -3.4825005604943729e-06 -7.6102578858785233e-06 -1.1148641450468543e-05 9.328864607163096e-06 6.811706948160914e-07 -5.0281572026944094e-06 1.0792112083436222e-05 5.0192832429188244e-06 -8.3462156891300774e-06 1.1414871168695258e-05 1.6698269973858261e-06 -2.6269461553805313e-06
leaf_weight=178 22 21 24 20 24 39 2110 20 32 23 21 28 24 24 21 27 23 45 20 39 23 21 91 27 25 42 20 33 20 34
leaf_count=178 22 21 24 20 24 39 2110 20 32 23 21 28 24 24 21 27 23 45 20 39 23 21 91 27 25 42 20 33 20 34
internal_value=0 1.371e-06 -1.03453e-07 -1.14041e-06 3.2323e-08 -2.44917e-09 4.54877e-08 3.71572e-09 -1.47031e-07 1.37846e-06 1.89059e-07 9.94773e-07 1.67707e-06 2.43906e-06 9.24804e-07 4.55833e-06 -7.75285e-07 5.06024e-07 2.05852e-06 1.58832e-08 -1.69728e-06 1.0918e-08 -1.70555e-06 1.44871e-07 2.48109e-06 3.64632e-06 2.44736e-06 4.12078e-06 7.7375e-06 1.5986e-06
internal_weight=0 219 2902 198 2880 2856 2817 2793 2517 276 256 233 205 181 160 51 109 88 65 2485 174 135 114 2311 201 174 149 129 53 76
internal_count=3121 219 2902 198 2880 2856 2817 2793 2517 276 256 233 205 181 160 51 109 88 65 2485 174 135 114 2311 201 174 149 129 53 76
is_linear=0
shrinkage=0.1


Tree=6037
num_leaves=31
num_cat=0
split_feature=46 46 474 2 132 0 1186 2 2 2 1204 1446 481 1 1 1 402 16 12 47 3 47 1 13 3 1 13 13 43 12
split_gain=4.52089e-08 6.4904e-08 5.10947e-08 4.82082e-08 4.60258e-07 1.74e-06 9.85828e-07 4.96247e-07 2.99158e-07 2.30765e-07 1.84487e-07 1.27731e-07 1.28373e-07 1.35625e-07 1.68465e-06 1.47797e-06 3.87236e-07 4.74123e-07 4.53443e-07 2.62991e-07 6.02413e-07 4.38821e-07 2.38698e-07 2.55993e-07 3.16945e-07 1.77719e-07 1.54195e-07 4.04138e-07 1.95168e-07 2.29958e-07
threshold=0.10987500000000001 0.083550000000000013 0.12103000000000001 0.083715000000000026 -0.083284999999999984 -0.082284999999999983 0.049580000000000006 0.082850000000000021 0.083865000000000009 0.081685000000000021 -0.064464999999999981 0.096495000000000011 -0.084999999999999992 0.09202500000000001 0.093100000000000002 0.091450000000000017 0.10708500000000001 -0.011734999999999997 0.085565000000000016 0.092165000000000011 -0.0037349999999999996 0.085770000000000027 0.090405000000000013 -0.055129999999999992 -0.090569999999999984 0.094220000000000012 -0.077799999999999994 -0.085669999999999982 -0.081779999999999978 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 9 -5 10 -6 12 -12 15 -15 16 17 22 -19 21 -21 25 23 -14 -25 -16 27 -27 -28 -30
right_child=-2 -3 -4 8 6 -7 -8 -9 -10 -11 11 -13 13 14 19 -17 -18 18 -20 20 -22 -23 -24 24 -26 26 28 -29 29 -31
leaf_value=-6.7111636291464006e-06 4.5171570501555504e-06 -4.8248216574263227e-06 4.8135614545944097e-06 -1.1613616251175383e-05 8.6922321455718857e-06 3.2521883319986955e-05 -2.0342924930762663e-05 1.2130155763164415e-05 -1.4898962571833995e-07 -9.7532221482889216e-06 -7.6596835748949331e-06 7.2774700735559852e-06 1.6848064724559154e-06 2.7501923026964347e-05 -8.6755465244572233e-06 -2.7804570946727837e-05 1.1583513065716034e-05 1.6756553971693696e-05 -4.7415060423970452e-07 -7.2696564088855891e-07 -1.9338894691662228e-05 1.5517395793267495e-05 -1.4437264469181952e-05 -5.2912477179273518e-07 -1.7741747851687249e-05 -3.9401568611455416e-07 3.161356474252056e-06 1.4736004473329207e-05 -1.1486829627520885e-05 -5.4032642929385361e-07
leaf_weight=26 22 28 22 23 26 20 23 36 2185 23 22 24 57 23 21 20 28 24 42 83 22 20 21 23 20 55 67 26 28 61
leaf_count=26 22 28 22 23 26 20 23 36 2185 23 22 24 57 23 21 20 28 24 42 83 22 20 21 23 20 55 67 26 28 61
internal_value=0 -3.20597e-08 1.16386e-08 -2.30096e-08 6.21283e-07 1.03467e-05 5.85558e-08 6.66372e-07 -2.68413e-07 1.05643e-07 4.23671e-07 1.10742e-07 -1.48687e-07 1.091e-07 1.21576e-06 -1.80282e-06 6.15944e-07 -1.02626e-06 5.79156e-06 -3.62787e-07 -4.62661e-06 1.24765e-06 -4.74507e-06 -2.70971e-06 -8.535e-06 1.41467e-07 9.22722e-07 4.46253e-06 -9.15258e-07 -3.98417e-06
internal_weight=0 3099 3071 3049 841 46 795 772 2208 736 713 687 663 641 406 235 215 187 66 383 105 278 121 100 43 258 237 81 156 89
internal_count=3121 3099 3071 3049 841 46 795 772 2208 736 713 687 663 641 406 235 215 187 66 383 105 278 121 100 43 258 237 81 156 89
is_linear=0
shrinkage=0.1


Tree=6038
num_leaves=31
num_cat=0
split_feature=132 1185 1203 40 130 12 483 50 43 51 52 16 16 1 1374 1428 51 51 42 1 3 1429 474 155 3 4 42 42 1 42
split_gain=5.32126e-08 2.77866e-07 1.64573e-07 4.08466e-08 1.28867e-07 1.05764e-07 5.90858e-08 5.94832e-08 2.67962e-07 6.29526e-08 6.06945e-08 3.39309e-07 7.38117e-07 2.48634e-07 1.79135e-07 9.67045e-08 1.85527e-07 1.61878e-07 8.68189e-08 9.57428e-08 1.02374e-07 9.75898e-08 1.30005e-07 1.36984e-07 1.14568e-07 1.96642e-07 1.79179e-07 1.77459e-07 2.63087e-07 2.18899e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.24620999999999996 -0.22699999999999995 0.14786000000000002 -0.47181499999999993 -0.46943999999999991 -0.077944999999999987 -0.43587999999999999 -0.080114999999999978 -0.087659999999999988 -0.069144999999999984 0.090275000000000008 -0.26569999999999994 -0.020064999999999996 0.080335000000000018 0.12808000000000003 0.10705500000000003 0.12408500000000001 0.11658 0.09011000000000001 -0.090834999999999985 0.11245500000000001 -0.082234999999999989 -0.0078799999999999981 -0.106335 -0.079539999999999986 0.085475000000000009 0.088575000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 -6 8 -8 -9 11 13 -13 -11 -12 -14 18 -18 19 20 21 22 -17 24 25 26 -24 -26 29 -29
right_child=1 3 -4 4 5 -7 7 9 -10 10 14 12 15 -15 -16 16 17 -19 -20 -21 -22 -23 23 -25 27 -27 -28 28 -30 -31
leaf_value=-4.5775232646479874e-07 1.1575450982837495e-05 4.534120553216781e-06 -8.6589286726176548e-06 -7.6248508445463486e-06 4.4834228462824637e-06 5.7747673356089997e-06 3.827161890512798e-06 4.9006528640277865e-06 -1.2166033205858185e-05 1.4509627612824261e-05 9.4218758715128181e-06 -2.0339492143648387e-05 -7.0510023306269438e-06 -5.872088149772026e-07 1.3740529434503626e-07 -8.4582417693363144e-06 1.2189597402993969e-05 7.2111536439933845e-07 4.7669723575912339e-06 -7.1833724750494759e-06 5.7640234948459175e-06 4.2545488809239409e-06 -9.7264799431210746e-06 4.5993317902078471e-06 2.6638115564815558e-06 6.0771795358505193e-06 -3.6973886662374319e-07 -1.3799651281816398e-05 -1.2369307162884979e-06 -2.1290050299285211e-06
leaf_weight=194 21 20 28 22 29 32 22 26 20 24 21 20 24 20 1993 27 20 32 24 27 21 29 24 36 36 40 139 45 80 25
leaf_count=194 21 20 28 22 29 32 22 26 20 24 21 20 24 20 1993 27 20 32 24 27 21 29 24 36 36 40 139 45 80 25
internal_value=0 1.14264e-07 -1.49213e-06 3.0635e-08 -8.79938e-10 5.82623e-08 -6.976e-09 -5.39027e-08 -3.78865e-06 3.49182e-09 -4.35441e-08 -8.50768e-07 -1.42692e-06 7.64743e-06 2.34215e-07 -8.25563e-07 -5.78603e-07 5.13207e-06 -1.11559e-06 -1.38248e-06 -1.07048e-06 -1.36886e-06 -1.72966e-06 -1.30219e-06 -1.84835e-06 -2.05626e-07 -1.74742e-06 -3.64122e-06 -5.15443e-06 -9.63156e-06
internal_weight=0 2899 222 2878 2858 2836 2804 2775 42 2733 2707 693 649 44 2014 629 605 52 553 529 502 481 452 425 389 203 163 186 150 70
internal_count=3121 2899 222 2878 2858 2836 2804 2775 42 2733 2707 693 649 44 2014 629 605 52 553 529 502 481 452 425 389 203 163 186 150 70
is_linear=0
shrinkage=0.1


Tree=6039
num_leaves=31
num_cat=0
split_feature=132 1203 399 1203 403 1213 160 4 3 403 13 43 403 402 403 402 1212 1212 402 401 1212 4 52 160 403 1213 402 4 4 4
split_gain=4.35772e-08 2.45688e-07 2.15113e-07 6.93233e-08 1.29093e-07 4.57475e-08 6.34362e-07 4.11613e-07 2.64367e-07 2.92463e-07 3.57104e-07 4.82216e-07 1.50347e-07 2.02147e-07 1.64764e-07 1.54672e-07 1.45802e-07 1.60939e-07 1.02585e-07 1.07531e-07 8.19567e-08 2.53752e-07 5.04353e-07 2.05551e-07 1.12861e-07 3.24188e-07 2.62258e-07 1.24044e-07 1.75688e-07 2.0823e-07
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.088820000000000024 -0.054954999999999997 0.04198000000000001 -0.025879999999999997 -0.084134999999999988 -0.083654999999999993 -0.028309999999999998 -0.087074999999999986 -0.0090299999999999981 -0.54856499999999986 -0.041189999999999997 -0.53960999999999981 0.15960500000000002 0.11796000000000001 0.097595000000000015 -0.45015499999999992 -1.0000000180025095e-35 0.087615000000000012 -0.077999999999999986 0.0031350000000000002 -0.57146499999999989 -0.0047449999999999992 -0.090324999999999989 -0.0060099999999999989 -0.086849999999999997 -0.081984999999999988 -0.076779999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 12 -7 -8 -9 10 -10 -12 13 -2 -14 16 17 18 -16 -20 23 22 -22 -21 25 -25 -26 -27 -29 -30
right_child=2 -3 -4 4 -6 6 7 8 9 -11 11 -13 14 -15 15 -17 -18 -19 19 20 21 -23 -24 24 26 27 -28 28 29 -31
leaf_value=-2.9300019348985816e-07 8.0360012448398356e-07 -1.1928251947210812e-05 7.5763994331623508e-06 -9.3676325026205053e-06 1.3471406412651524e-06 1.7943942332619502e-05 -1.0305919113307027e-05 1.153593844473259e-05 -1.4051924284269098e-05 8.7954853404005031e-06 9.7812593876683268e-06 -9.3813210696680485e-06 9.0957259817514573e-06 -1.3243973730823202e-05 -6.2103323076511372e-06 -8.1797293917232952e-06 -7.541773346247282e-06 6.866664467192355e-06 6.6291190951233146e-06 9.7712539252887107e-06 2.8002761186583268e-06 4.5849685526870119e-06 -1.5546638347117434e-05 1.2558563069146827e-05 -9.4280312509908988e-06 7.1549247841176105e-06 -1.2287081518776769e-08 -8.4692422660737062e-06 8.9579506773309105e-06 -1.2976120070884846e-06
leaf_weight=196 21 20 38 22 23 21 34 24 22 27 29 24 20 20 26 23 25 35 25 22 29 30 31 27 30 25 2120 23 26 83
leaf_count=196 21 20 38 22 23 21 34 24 22 27 29 24 20 20 26 23 25 35 25 22 29 30 31 27 30 25 2120 23 26 83
internal_value=0 -1.37034e-06 1.01895e-07 2.82598e-09 -3.89119e-06 6.49205e-08 1.6029e-06 -5.41863e-07 2.09288e-06 -1.29014e-07 -3.34183e-06 1.10386e-06 -4.04842e-08 -6.04887e-06 5.42635e-08 -1.58254e-08 5.76082e-08 1.32642e-07 3.8252e-08 1.04e-07 3.73083e-08 -2.92432e-06 -6.67896e-06 1.50443e-07 5.97588e-08 2.43678e-06 -1.4367e-07 6.96086e-07 -5.27179e-07 1.14867e-06
internal_weight=0 216 2905 2867 45 2822 181 160 126 102 75 53 2641 41 2600 2580 2557 2532 2497 2471 2446 90 60 2356 2334 184 2150 157 132 109
internal_count=3121 216 2905 2867 45 2822 181 160 126 102 75 53 2641 41 2600 2580 2557 2532 2497 2471 2446 90 60 2356 2334 184 2150 157 132 109
is_linear=0
shrinkage=0.1


Tree=6040
num_leaves=31
num_cat=0
split_feature=1210 1210 1209 1211 50 4 4 3 399 42 1208 1208 1212 1212 2 1 160 4 1213 1447 4 159 403 0 1183 1209 1212 1212 52 402
split_gain=4.36013e-08 6.09805e-08 1.29434e-07 5.95734e-08 2.43399e-07 2.32765e-07 2.72472e-07 2.1405e-07 7.15931e-08 1.89565e-07 6.33635e-08 7.85522e-08 5.92395e-08 2.54223e-07 6.94486e-07 2.24474e-07 1.69416e-07 9.0667e-08 1.25489e-07 7.86278e-08 2.40394e-07 1.84607e-07 1.71771e-07 8.54562e-08 6.4102e-08 6.47689e-08 1.24724e-07 1.27025e-07 2.26456e-07 7.93387e-08
threshold=-0.42132499999999995 -0.099939999999999987 0.087100000000000025 0.087635000000000005 0.096900000000000014 -0.079329999999999984 -0.07533999999999999 -0.082974999999999979 0.091895000000000018 -0.031659999999999994 0.11846000000000001 0.10480500000000002 0.091580000000000009 0.087615000000000012 0.084855000000000014 0.088305000000000008 -0.57146499999999989 -0.064054999999999987 -0.075109999999999982 -0.086359999999999978 -0.078439999999999996 -0.092414999999999983 -0.55157999999999985 -0.091794999999999988 -0.073809999999999973 0.087485000000000021 0.086920000000000011 1.0000000180025095e-35 0.086965000000000015 0.020685000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 7 -7 -5 10 -10 11 12 13 16 -15 17 -3 18 -14 20 -18 23 -21 -22 -24 26 27 29 -29 -26
right_child=1 3 -4 4 -6 6 -8 -9 9 -11 -12 -13 15 14 -16 -17 19 -19 -20 22 21 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=4.1594215726945554e-06 1.4527190357868045e-06 8.7941294333921345e-06 -9.4059683890788755e-06 -5.2903323040159344e-07 1.0019602189762131e-05 -1.2023860954986259e-05 1.2614635591633393e-06 1.2368404561545857e-05 6.1839286706557723e-07 -1.0023145630209632e-05 5.4726156771981294e-06 -6.285596257384895e-06 -3.1106564882485634e-06 -2.0553024544576395e-05 2.5273127874925194e-06 1.1870867656398333e-05 1.2247741631740828e-05 -5.8128503678744894e-06 6.3098006436238423e-06 -9.3555835161396323e-06 -1.9023510503757281e-07 -5.4541043344656698e-06 4.9871362789417623e-06 8.8414760842748698e-06 -8.1925216338754464e-10 4.5961250179971106e-06 -7.8311990970784489e-06 9.757832990812056e-06 -3.089893585717579e-06 -1.8553019816482522e-06
leaf_weight=25 23 22 21 31 30 26 38 22 47 26 21 20 26 22 32 20 21 20 31 20 20 33 25 22 2111 29 21 34 23 259
leaf_count=25 23 22 21 31 30 26 38 22 47 26 21 20 26 22 32 20 21 20 31 20 20 33 25 22 2111 29 21 34 23 259
internal_value=0 -3.35896e-08 -3.72984e-06 1.96984e-08 1.98373e-06 -7.67513e-08 -4.1357e-06 4.82462e-06 -7.96863e-08 -3.17174e-06 1.71669e-11 -4.08667e-08 3.88234e-09 -8.3538e-08 -6.87579e-06 2.43183e-06 5.53943e-08 -1.98735e-08 2.01275e-06 -1.80404e-08 2.79088e-06 1.42964e-07 -1.24962e-07 4.54066e-06 -5.11763e-08 -1.02027e-07 -1.57683e-07 -9.12871e-08 4.57366e-06 -2.03482e-07
internal_weight=0 3096 44 3052 147 117 64 53 2905 73 2832 2811 2791 2694 54 97 2640 77 57 2618 96 75 2522 42 2502 2477 2448 2427 57 2370
internal_count=3121 3096 44 3052 147 117 64 53 2905 73 2832 2811 2791 2694 54 97 2640 77 57 2618 96 75 2522 42 2502 2477 2448 2427 57 2370
is_linear=0
shrinkage=0.1


Tree=6041
num_leaves=31
num_cat=0
split_feature=1453 1 1 10 1 1 1 160 160 1 1 43 1 15 15 1 16 2 12 50 12 1186 480 481 0 403 1210 1209 12 1452
split_gain=4.62302e-08 4.74077e-08 9.4738e-07 1.11689e-06 7.43971e-07 4.59593e-07 3.33097e-07 1.681e-07 2.12572e-07 1.32903e-07 4.47693e-07 4.46289e-07 2.74932e-07 3.17437e-07 3.02561e-07 4.27527e-07 5.15827e-07 3.99889e-07 2.4516e-07 1.46849e-07 2.13012e-07 1.36908e-07 1.24092e-07 1.3283e-07 5.07496e-07 4.19134e-07 1.76847e-07 1.15167e-07 1.62831e-07 9.2068e-08
threshold=-0.15520499999999995 0.092845000000000025 0.09202500000000001 -0.0026549999999999994 0.093400000000000025 0.094090000000000021 0.094715000000000008 0.11205000000000002 0.10580000000000002 0.085475000000000009 0.084785000000000013 0.042785000000000004 0.086105000000000015 0.091915000000000011 0.090325000000000003 0.090475000000000014 -0.014754999999999999 0.089885000000000007 0.085635000000000003 0.090630000000000016 0.089795000000000014 -0.095479999999999982 0.11240000000000001 -0.087424999999999989 -0.086554999999999979 -0.55049499999999985 -0.14310999999999999 0.10344000000000002 0.096075000000000008 0.086765000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -6 -7 8 29 10 21 12 -11 14 15 17 -17 18 -14 20 -20 -5 23 24 -23 -25 -27 -28 -29 -8
right_child=1 4 -4 9 5 6 7 -9 -10 11 -12 -13 13 -15 -16 16 -18 -19 19 -21 -22 22 -24 25 -26 26 27 28 -30 -31
leaf_value=-4.7923781403369505e-06 -2.3475817433791237e-05 -1.7929129729547336e-05 1.7653227893876444e-05 -7.0818521915218577e-06 1.355941899300698e-05 -1.2083592961668427e-05 -1.0485877980747013e-08 6.7500867283556811e-06 -1.03559615256797e-05 1.3843147121900509e-05 -1.392502303845148e-05 -1.0328546606895265e-05 1.0061144624567785e-05 1.2473456669275556e-05 -8.9625842974783158e-06 2.1105228358209162e-05 1.4812675564589092e-07 -1.3236527452136214e-05 1.4224991083268678e-06 5.5873505546818099e-06 -9.5955630415898807e-06 4.4936327164826006e-06 6.9552904278680218e-06 1.1286849338135013e-05 -1.3044140246854636e-05 -6.7672588335660074e-06 7.6578825093911986e-08 -7.9246596135857077e-07 1.1106792930070736e-05 -6.5623692783198996e-06
leaf_weight=20 20 24 31 26 24 24 854 34 21 23 23 26 29 28 26 24 23 20 47 30 28 33 27 34 33 37 1484 23 23 22
leaf_count=20 20 24 31 26 24 24 854 34 21 23 23 26 29 28 26 24 23 20 47 30 28 33 27 34 33 37 1484 23 23 22
internal_value=0 3.09163e-08 3.01263e-07 4.10256e-08 -5.34575e-07 -1.08151e-07 -4.51629e-07 -1.51772e-07 -4.1338e-07 2.70794e-07 -6.57147e-08 2.20019e-06 3.37194e-06 2.42748e-06 1.18833e-06 2.50138e-06 1.08496e-05 -4.6462e-08 1.9222e-06 -3.25693e-07 -2.69091e-06 1.19613e-07 2.30143e-07 1.21218e-07 -4.27525e-06 3.02459e-07 6.4125e-08 2.29328e-07 5.15716e-06 -1.75031e-07
internal_weight=0 3101 2098 2067 1003 979 955 931 897 2047 1743 304 278 255 227 201 47 154 134 105 75 1720 1694 1667 66 1601 1567 1530 46 876
internal_count=3121 3101 2098 2067 1003 979 955 931 897 2047 1743 304 278 255 227 201 47 154 134 105 75 1720 1694 1667 66 1601 1567 1530 46 876
is_linear=0
shrinkage=0.1


Tree=6042
num_leaves=31
num_cat=0
split_feature=1208 1208 132 1203 393 50 1209 403 3 12 12 43 1 12 129 403 4 12 1212 401 12 42 401 1209 1209 1212 1212 15 12 3
split_gain=5.76865e-08 8.67087e-08 4.92366e-08 1.16549e-06 7.25337e-07 2.00904e-07 5.9256e-08 7.65549e-08 2.93188e-07 5.0946e-08 1.50854e-07 1.43867e-07 1.6135e-07 7.38016e-08 5.52117e-08 2.09105e-07 1.87482e-07 7.69457e-08 8.59522e-08 8.85431e-08 9.34529e-08 1.11336e-07 9.53284e-08 1.853e-07 1.65497e-07 1.37905e-07 5.28309e-07 3.41414e-07 9.16721e-08 6.88769e-07
threshold=0.11531000000000001 0.10233500000000001 -0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 0.10656 -0.5341999999999999 -0.08323499999999999 0.11650500000000001 0.12757000000000002 -0.23714499999999997 0.13686500000000004 0.11351500000000002 0.102035 -0.081224999999999992 -0.082249999999999976 0.10866500000000003 0.13795000000000002 0.13274500000000003 0.10742000000000002 0.12181500000000002 0.11769000000000002 -0.085894999999999985 -0.038154999999999994 -0.089544999999999986 -0.022679999999999995 0.088850000000000012 0.099815000000000015 -0.071329999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 7 8 -4 13 -11 -12 -13 14 17 -16 -17 18 19 20 21 22 23 -9 -25 27 -27 -26 -28 -30
right_child=-2 -3 4 -5 -6 -7 -8 9 -10 10 11 12 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 24 25 26 28 -29 29 -31
leaf_value=1.1978818970283875e-07 -4.4392677629165809e-06 5.2200548537939543e-06 2.8812466098315784e-06 2.382882857161695e-05 -1.9100090194115184e-05 -1.0456941672600807e-05 5.303287521417675e-06 -8.0316643319141205e-06 -1.2545258232421475e-05 7.5715122024381086e-06 5.6333294441383963e-06 1.1958170316888598e-06 -1.0479507136551548e-05 -4.7453441711144421e-06 -5.508067776557627e-06 1.3149510955785942e-05 1.0790058959467006e-06 5.0558603612475495e-06 5.8308055201905518e-06 -6.8093161712567972e-06 -6.9364875707833573e-06 5.2272727762451375e-06 6.1119041750619845e-06 8.7151672968979082e-06 -1.3401590402666097e-06 -1.575657180100362e-05 -2.9016386961117403e-08 1.3240718472983505e-05 6.3463217665961501e-07 -1.8874415412607382e-05
leaf_weight=176 29 32 28 21 20 20 21 30 22 35 26 29 20 33 22 22 31 29 24 20 20 39 24 21 42 22 2113 26 102 22
leaf_count=176 29 32 28 21 20 20 21 30 22 35 26 29 20 33 22 22 31 29 24 20 20 39 24 21 42 22 2113 26 102 22
internal_value=0 4.1634e-08 -1.25194e-08 1.4394e-06 -1.23341e-07 -9.5947e-07 1.11028e-08 -2.85603e-08 -3.90642e-06 4.18949e-08 2.15053e-06 -3.79265e-07 -3.56962e-06 -4.58982e-08 1.35428e-08 2.68748e-06 6.0894e-06 -6.55989e-08 -1.24889e-07 -1.82502e-07 -1.28647e-07 -7.28681e-08 -1.58924e-07 -2.22212e-07 -1.22432e-07 -2.02187e-07 -3.35751e-07 4.23488e-06 -1.84093e-07 -2.82665e-06
internal_weight=0 3092 3060 217 2843 196 2823 2802 50 2752 110 75 49 2642 2609 75 53 2534 2505 2481 2461 2441 2402 2378 2348 2327 2259 68 2237 124
internal_count=3121 3092 3060 217 2843 196 2823 2802 50 2752 110 75 49 2642 2609 75 53 2534 2505 2481 2461 2441 2402 2378 2348 2327 2259 68 2237 124
is_linear=0
shrinkage=0.1


Tree=6043
num_leaves=31
num_cat=0
split_feature=1209 43 1209 1208 403 2 2 2 2 51 12 1447 160 132 12 399 15 1447 480 393 401 42 14 151 1 1 3 1 1 1
split_gain=4.76653e-08 4.57979e-07 6.00367e-08 4.23946e-08 6.31631e-08 2.73191e-07 6.02619e-07 5.22431e-08 2.16994e-07 1.77437e-07 1.85788e-07 1.65925e-07 1.73184e-07 1.56358e-07 1.92129e-06 7.88879e-07 2.82982e-07 1.45971e-07 1.4851e-07 1.29456e-07 1.14233e-07 1.25809e-07 1.11678e-07 1.22242e-07 1.10754e-07 5.19088e-07 1.66619e-06 1.42829e-06 4.21609e-07 2.9791e-07
threshold=-0.087714999999999987 -0.0047449999999999992 -0.074484999999999982 0.11531000000000001 -0.52445499999999989 0.088555000000000009 0.083715000000000026 0.088125000000000023 0.088930000000000023 -0.019375 0.087145000000000014 0.0071200000000000005 -0.53327999999999987 -0.083284999999999984 0.091840000000000019 0.091255000000000017 0.084905000000000022 0.050705000000000007 0.10742500000000001 0.092175000000000021 -0.46360499999999999 0.11839500000000001 0.081185000000000021 0.10365500000000001 0.10205500000000002 0.092695000000000013 -0.0049599999999999991 0.091535000000000019 0.107145 0.090405000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4 13 9 -9 -11 12 -10 14 16 17 -6 18 20 -14 -15 22 23 24 25 27 -27 29 -26 -22
right_child=2 -3 3 -5 7 -7 -8 8 11 10 -12 -13 19 15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-4.5570886982204685e-06 -3.949870813066343e-06 1.4448268900326054e-05 1.0294177393786543e-05 -3.9460069914369983e-06 9.9636308627451918e-07 1.0682164408340864e-05 -1.3135932566831838e-05 2.4744174543849858e-06 -7.0437303494403554e-06 -1.4463392381003361e-05 -3.5503211270574519e-06 7.7696433812399431e-06 3.7185535599742142e-08 -6.7185318543620683e-06 3.0504603321643032e-05 -1.9612681408034406e-05 -1.147075771314121e-05 -6.7323098083501726e-06 8.71204675780229e-06 -6.3013238642187474e-06 3.9529039491924567e-07 8.2250799918949184e-06 -6.064735380780699e-06 7.7798190471620067e-06 -1.1990180253247453e-05 1.4468979220827203e-06 3.3491176973257102e-05 -2.3010465643945004e-05 1.9707119380534092e-07 9.9795708713239003e-06
leaf_weight=32 39 21 21 27 67 28 23 22 37 26 39 26 1366 22 22 20 25 28 22 33 703 21 26 23 33 86 20 26 203 34
leaf_count=32 39 21 21 27 67 28 23 22 37 26 39 26 1366 22 22 20 25 28 22 33 703 21 26 23 33 86 20 26 203 34
internal_value=0 2.97334e-06 -5.13652e-08 -1.16989e-09 3.431e-08 2.96044e-06 -1.95338e-06 -3.7595e-08 -4.363e-07 -5.2882e-06 -7.91555e-06 -1.47576e-07 -2.90924e-07 4.09613e-07 3.95692e-06 9.04397e-08 -2.39144e-06 4.06448e-07 5.70423e-07 -1.12329e-07 4.20786e-07 5.54458e-07 4.14871e-07 5.64224e-07 4.14035e-07 9.35764e-07 7.49299e-06 2.48001e-08 -1.50708e-06 8.37442e-07
internal_weight=0 53 3068 3029 3002 72 44 2930 1549 87 65 1462 1436 1381 114 1267 92 1247 1219 1399 1197 1175 1154 1128 1105 869 106 763 236 737
internal_count=3121 53 3068 3029 3002 72 44 2930 1549 87 65 1462 1436 1381 114 1267 92 1247 1219 1399 1197 1175 1154 1128 1105 869 106 763 236 737
is_linear=0
shrinkage=0.1


Tree=6044
num_leaves=31
num_cat=0
split_feature=43 43 1210 3 3 13 4 133 133 3 52 1211 1212 1203 400 48 0 16 16 403 401 147 147 147 483 2 2 2 4 2
split_gain=5.30554e-08 3.06763e-07 1.9841e-07 1.35899e-07 2.02489e-07 4.10957e-07 1.81554e-07 2.44762e-07 1.69315e-07 1.61003e-07 1.32618e-07 1.22822e-07 2.86263e-07 7.5326e-08 3.0941e-07 7.45706e-08 1.07926e-07 1.16998e-07 1.13739e-07 7.16091e-08 1.56007e-07 7.10017e-08 2.38059e-07 2.33103e-07 1.00241e-07 7.45247e-08 3.4919e-07 1.50177e-07 1.32476e-07 3.35425e-07
threshold=0.060960000000000007 0.055925000000000009 0.258635 -0.087429999999999994 -0.080104999999999996 -0.091904999999999987 -0.068329999999999988 -0.10066499999999999 -0.44023999999999991 -0.06977499999999999 0.08976000000000002 0.11048500000000001 0.11796000000000001 0.088820000000000024 -0.08131999999999999 0.086910000000000015 -0.11242999999999999 -0.054549999999999994 -0.097644999999999996 0.62200000000000011 0.13607500000000003 0.099230000000000013 0.093875000000000014 0.11204500000000002 -0.47181499999999993 0.10613000000000002 0.10699500000000002 0.10527500000000002 0.033845000000000007 0.11510000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -2 5 -5 7 -6 -7 10 -8 13 -13 19 -15 16 -11 18 -18 20 21 22 24 -23 -1 27 -27 -26 -28 -30
right_child=3 -3 -4 4 6 8 9 -9 -10 15 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 23 -24 -25 25 26 28 -29 29 -31
leaf_value=6.0692136591861913e-06 2.4157012619472757e-06 1.02119856455829e-05 -9.879324888970588e-06 -1.8976657133862319e-05 1.3201322544773575e-05 -7.7566064372934892e-06 -2.491896244733922e-06 -1.513300328672183e-06 4.7967930012895352e-06 4.4945304428741414e-06 -1.3087600672449861e-05 1.4077344867473584e-05 -2.8419726504580468e-06 -1.3025303252063516e-05 3.0321446372129557e-06 4.4038065429783911e-06 -2.6232657255138458e-06 1.4054872170507568e-06 -1.1898683468416493e-05 -4.9217106956283335e-06 8.9604058757686299e-06 1.16933216004002e-05 -9.8878140837162697e-06 -2.8789446757756476e-06 2.35709756876585e-07 -1.3049930363274104e-05 1.3000432487776415e-06 7.7466711176115231e-06 -8.4126131443348821e-06 -4.6152232993922142e-08
leaf_weight=28 86 30 20 20 20 22 27 26 21 24 21 20 20 21 28 26 39 37 20 28 20 21 24 23 1893 23 233 27 62 211
leaf_count=28 86 30 20 20 20 22 27 26 21 24 21 20 20 21 28 26 39 37 20 28 20 21 24 23 1893 23 233 27 62 211
internal_value=0 1.55573e-07 4.39173e-08 -1.09266e-06 -2.08844e-06 -7.13406e-06 -7.6396e-07 4.88436e-06 -1.62588e-06 -2.10325e-06 -7.12752e-06 1.17916e-07 5.61769e-06 3.46494e-08 -3.84962e-06 -4.5144e-07 -1.50341e-06 -3.0029e-06 -5.76748e-06 1.0805e-07 1.62956e-07 9.38211e-08 2.37628e-08 4.076e-06 1.19797e-07 5.17763e-08 -9.99165e-07 3.41333e-07 -4.51403e-07 -1.94623e-06
internal_weight=0 2732 2702 389 303 63 240 46 43 194 48 2682 40 2642 49 146 120 96 59 2593 2565 2545 2501 44 2477 2449 529 1920 506 273
internal_count=3121 2732 2702 389 303 63 240 46 43 194 48 2682 40 2642 49 146 120 96 59 2593 2565 2545 2501 44 2477 2449 529 1920 506 273
is_linear=0
shrinkage=0.1


Tree=6045
num_leaves=31
num_cat=0
split_feature=3 3 403 0 1209 1209 132 399 393 1 403 3 403 1212 4 1213 3 13 3 3 1375 1209 1210 13 13 457 12 12 12 4
split_gain=4.62533e-08 2.54667e-07 1.97807e-07 2.06976e-07 1.91389e-07 3.73754e-07 1.66116e-07 1.54408e-06 1.04911e-06 2.17362e-07 1.3075e-07 6.86711e-07 6.32628e-07 2.25346e-07 2.91357e-07 4.35332e-07 2.82494e-07 1.72925e-07 1.272e-07 1.30706e-07 1.30722e-07 1.35212e-07 2.25678e-07 1.57459e-07 3.4912e-07 6.15664e-07 1.42386e-07 5.0093e-07 4.31309e-07 2.00353e-07
threshold=-0.081734999999999988 -0.082039999999999988 -0.52336499999999997 -0.07929499999999999 -0.087199999999999986 -0.076689999999999994 -0.083284999999999984 0.09141500000000001 0.11333500000000001 0.083135000000000014 -0.0047449999999999992 -0.081574999999999995 -0.028309999999999998 0.13613500000000003 -0.072334999999999997 0.0036000000000000003 -0.073309999999999986 -0.059629999999999996 -0.082234999999999989 -0.082334999999999978 0.086520000000000014 0.10691500000000002 -0.081369999999999984 -0.087324999999999986 -0.090799999999999978 -1.0000000180025095e-35 0.089300000000000004 0.088930000000000023 0.089735000000000023 -0.50940999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 -6 7 9 18 -7 12 -12 13 14 15 -4 -16 -18 19 20 21 22 -8 24 -24 -26 27 -25 -28 -30
right_child=2 -3 10 -5 5 6 8 -9 -10 -11 11 -13 -14 -15 16 -17 17 -19 -20 -21 -22 -23 23 26 25 -27 28 -29 29 -31
leaf_value=9.047717791569692e-06 4.9671289161778984e-07 8.3880807012111555e-06 1.4764561731708731e-05 -1.2969932598934974e-05 -1.3530323476516061e-05 1.1852221884871379e-06 -7.6768289346005439e-06 2.9130133223134185e-05 -2.2814649746578656e-05 -1.0153945744274428e-05 -1.8907350488461818e-05 -2.4764511935149284e-07 1.9093204551836608e-05 -9.6600163669791075e-06 -9.6862507431675724e-06 -3.3957524346367958e-06 9.4934641115937021e-06 -1.1735795349274915e-06 -5.3420653854957965e-06 7.7669294303935505e-06 8.324678486175685e-06 7.2969620305229915e-06 3.7385561837755077e-07 -6.8249068929568801e-07 -1.9008529458612129e-06 2.1544837080611501e-05 1.5119800437311088e-05 -1.5784865641050956e-05 9.860682989494222e-06 -2.0234686938827202e-07
leaf_weight=24 21 39 33 25 20 73 37 20 20 22 20 1422 20 20 30 22 21 55 39 24 20 26 129 487 21 24 21 23 21 342
leaf_count=24 21 39 33 25 20 73 37 20 20 22 20 1422 20 20 30 22 21 55 39 24 20 26 129 487 21 24 21 23 21 342
internal_value=0 4.18089e-07 -3.5447e-07 -6.82212e-06 1.94952e-07 3.97542e-08 2.40941e-07 3.87597e-06 -9.78178e-08 -1.44069e-06 -1.73392e-07 -5.06448e-07 2.216e-06 3.51116e-07 1.59473e-06 7.50044e-06 -1.46954e-06 1.77389e-06 2.7643e-07 4.62916e-07 3.10617e-07 1.68901e-07 1.18147e-09 2.6718e-07 3.01946e-06 1.06035e-05 -2.68498e-07 -1.36358e-06 1.18591e-06 3.79812e-07
internal_weight=0 1432 1689 46 1393 1369 1349 115 1234 95 1643 1442 201 181 161 55 106 76 1214 1175 1151 1131 1105 1068 174 45 894 510 384 363
internal_count=3121 1432 1689 46 1393 1369 1349 115 1234 95 1643 1442 201 181 161 55 106 76 1214 1175 1151 1131 1105 1068 174 45 894 510 384 363
is_linear=0
shrinkage=0.1


Tree=6046
num_leaves=31
num_cat=0
split_feature=393 132 403 1204 1203 43 43 43 401 401 3 3 403 0 16 42 13 52 50 52 12 15 15 52 131 15 3 133 1212 403
split_gain=5.55335e-08 7.65401e-07 1.0913e-06 6.45028e-08 7.00522e-08 4.8726e-08 2.51306e-07 1.73962e-07 1.2087e-07 1.20068e-07 1.14983e-07 1.93912e-07 3.11253e-07 8.71329e-08 1.99053e-07 1.97185e-07 6.2302e-07 1.33698e-07 2.0687e-07 2.73741e-07 8.46653e-08 6.41574e-08 2.06306e-07 2.00557e-07 4.57358e-07 5.50971e-07 1.36428e-07 1.18011e-07 1.0151e-07 7.86176e-08
threshold=0.10585500000000002 -0.083284999999999984 -0.078754999999999978 0.058775000000000008 -1.0000000180025095e-35 0.060960000000000007 0.055925000000000009 0.05259500000000001 -0.41128499999999996 -0.099524999999999988 -0.087429999999999994 -0.080104999999999996 1.0000000180025095e-35 -0.10151999999999999 -0.087989999999999985 0.10369500000000002 -0.019614999999999997 -0.21968999999999997 0.10030500000000002 0.098380000000000009 0.086655000000000024 0.11461000000000002 0.11171000000000002 0.51358000000000004 0.08956500000000002 0.11923500000000002 -0.067429999999999976 1.0000000180025095e-35 0.13592000000000001 -0.5335399999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 7 8 -6 -10 -7 12 -12 20 15 16 -15 -16 19 -19 -13 22 28 24 25 -23 -27 -28 29 -11
right_child=1 2 -4 -5 5 10 -8 -9 9 21 11 13 -14 14 17 -17 -18 18 -20 -21 -22 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=4.9540356290630632e-06 1.6660843162753738e-05 1.0382304645602181e-05 -2.2256857356381946e-05 -5.7224117881560239e-06 7.1098673364152397e-06 2.0982021813627701e-06 9.1794048997447442e-06 -9.3161297809274414e-06 -7.5503309344206909e-06 2.9461076759876701e-06 -1.3646853768946267e-05 -5.0846190725710115e-07 1.1457264135970037e-06 -2.3030040849789657e-05 -5.7787489216328447e-06 2.2025131920599959e-06 2.563966665581608e-07 1.1861222826743924e-05 -4.0064731698900386e-06 -2.6599622233767325e-06 7.9489353720418886e-06 1.5195621105184338e-05 -9.1275303093425469e-06 1.0194293576205383e-05 -1.2776818766724319e-05 -5.9695080238091606e-06 5.5321102622287617e-06 -3.5895239198393742e-06 6.9262446448278972e-06 -1.6983738270448619e-07
leaf_weight=28 25 21 20 20 24 84 30 20 21 84 33 29 25 20 24 20 27 34 30 21 20 28 25 25 22 33 37 23 21 2247
leaf_count=28 25 21 20 20 24 84 30 20 21 84 33 29 25 20 24 20 27 34 30 21 20 28 25 25 22 33 37 23 21 2247
internal_value=0 2.86988e-06 -5.53924e-06 -6.20016e-08 -2.47007e-08 -7.10607e-08 7.90268e-08 -2.55753e-08 4.61665e-08 -1.99009e-08 -1.15071e-06 -2.11505e-06 -7.27074e-06 -7.86028e-07 -1.82437e-06 -6.11385e-06 -9.65273e-06 8.12277e-07 2.67327e-06 6.31677e-06 2.94354e-06 4.22363e-08 -9.12447e-08 1.93083e-06 4.86172e-07 2.89763e-06 -8.04997e-07 2.03548e-06 4.80424e-09 -5.75511e-08
internal_weight=0 66 41 3055 3035 3007 2640 2610 2590 2566 367 283 58 225 176 67 47 109 85 55 49 2545 2377 168 143 121 93 60 2352 2331
internal_count=3121 66 41 3055 3035 3007 2640 2610 2590 2566 367 283 58 225 176 67 47 109 85 55 49 2545 2377 168 143 121 93 60 2352 2331
is_linear=0
shrinkage=0.1


Tree=6047
num_leaves=31
num_cat=0
split_feature=132 393 1203 1208 1208 1209 3 401 1212 401 12 391 130 42 448 129 1182 1212 1210 12 1212 128 1212 159 1212 1210 1 1212 1212 2
split_gain=6.7326e-08 3.11373e-07 1.66877e-07 4.49129e-08 1.24926e-07 8.65623e-08 4.88247e-07 7.12406e-08 4.96394e-07 1.17494e-07 1.75479e-07 1.61289e-07 9.13548e-08 1.63534e-07 1.1828e-07 8.14663e-08 6.7514e-08 6.31882e-08 4.40915e-07 2.42806e-07 5.91744e-08 1.64951e-07 1.55069e-07 3.27958e-07 1.80691e-07 1.48799e-07 1.3e-07 1.77622e-07 1.26236e-07 2.26342e-07
threshold=-0.083174999999999985 0.10585500000000002 0.088820000000000024 0.11846000000000001 0.10480500000000002 -0.087714999999999987 -0.082334999999999978 0.11602000000000001 -0.089544999999999986 0.10632500000000002 0.088795000000000013 -0.088134999999999977 0.10490500000000001 -0.106335 0.053555000000000005 -0.075474999999999987 0.084455000000000016 -0.089079999999999979 -0.099939999999999987 0.086505000000000012 0.091580000000000009 0.088305000000000008 0.087615000000000012 -0.017094999999999996 0.087210000000000024 -0.064799999999999983 0.089370000000000019 0.10321500000000002 -0.009474999999999999 0.085955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 -2 9 -9 11 -11 -7 14 -14 15 -13 17 19 -19 -17 22 26 24 -24 25 -20 27 -22 29 -27
right_child=1 -3 -4 -5 -6 7 -8 8 -10 10 -12 12 13 -15 -16 16 -18 18 20 -21 21 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=-6.3678900691400627e-07 1.5684601619016447e-05 9.0034990602105561e-06 -8.8951702472123937e-06 4.315253189209519e-06 -6.5586740486745333e-06 -8.985436794546331e-06 -4.645941421417606e-06 4.5805472973370348e-06 -1.3283121250294374e-05 1.1739793337385761e-05 -1.3483979410011671e-06 6.0585369040340581e-06 -1.2080750776256152e-06 8.8248800523160763e-06 -7.2038614234770652e-06 1.2163959470967712e-05 -5.5686577158295144e-06 -1.356885128037296e-05 -6.8035924641662863e-06 -1.5118085315948151e-06 -6.2411218433949096e-06 1.0430492034174677e-05 -1.5518135205638829e-05 8.056439288139928e-07 9.5138178767228972e-06 -1.3356614268243151e-06 6.999844460481724e-06 2.2953042375425308e-06 -4.2941800348430931e-08 1.3210145430093692e-05
leaf_weight=194 21 39 28 24 29 20 27 35 28 21 20 22 33 32 23 20 22 24 32 37 39 20 20 32 20 23 26 65 2125 20
leaf_count=194 21 39 28 24 29 20 27 35 28 21 20 22 33 32 23 20 22 24 32 37 39 20 20 32 20 23 26 65 2125 20
internal_value=0 1.28528e-07 -1.67839e-06 7.50595e-09 -2.89489e-08 3.85118e-08 4.24867e-06 -3.4735e-08 -3.35886e-06 4.29431e-08 5.35531e-06 -3.90935e-08 2.88105e-08 3.73123e-06 -6.48304e-08 -3.633e-10 -5.31537e-08 -4.67546e-09 -8.13757e-08 3.28671e-06 5.22739e-08 1.97598e-06 -7.47312e-08 -5.47273e-06 5.17085e-08 -3.43107e-08 6.75284e-07 -9.05856e-07 6.56049e-08 5.42983e-06
internal_weight=0 2899 222 2860 2836 2807 48 2759 63 2696 41 2655 2635 65 2570 2547 2525 2503 2446 57 2422 150 2272 52 2220 2200 130 104 2168 43
internal_count=3121 2899 222 2860 2836 2807 48 2759 63 2696 41 2655 2635 65 2570 2547 2525 2503 2446 57 2422 150 2272 52 2220 2200 130 104 2168 43
is_linear=0
shrinkage=0.1


Tree=6048
num_leaves=31
num_cat=0
split_feature=132 394 1203 2 0 2 12 3 1213 393 1186 391 1213 130 13 16 402 401 1210 133 0 1208 403 403 402 43 12 130 42 1209
split_gain=5.51563e-08 2.57145e-07 2.40496e-07 5.09193e-08 8.89367e-08 5.87624e-08 8.11324e-08 1.38531e-07 6.16261e-08 4.47031e-08 4.36866e-08 1.13424e-07 6.00431e-08 2.80496e-07 2.93392e-07 1.72922e-07 6.89206e-08 2.51772e-07 1.04989e-07 8.70686e-08 1.71492e-07 1.48704e-07 8.96837e-08 2.05547e-07 1.1245e-07 4.78852e-08 1.13206e-07 1.12815e-07 1.50238e-07 6.40114e-08
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.084985000000000019 -0.086074999999999985 0.090675000000000019 0.11418000000000002 -0.073309999999999986 0.084510000000000016 0.098330000000000015 0.090275000000000008 -0.085594999999999991 0.12699500000000002 0.092225000000000015 -0.084319999999999992 -0.077589999999999978 -0.45015499999999992 -1.0000000180025095e-35 0.24726500000000004 0.41553500000000004 -0.067624999999999977 0.10737500000000001 -0.55276999999999987 -0.53960999999999981 0.15960500000000002 -0.50775499999999985 0.090545000000000014 -0.22699999999999995 0.15021500000000002 -0.084519999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 -1 8 7 -7 -5 10 11 -2 16 14 -14 -16 17 -13 19 21 -21 22 -18 -24 25 26 -25 -27 29 -29
right_child=1 -3 -4 5 -6 6 -8 -9 -10 -11 -12 12 13 -15 15 -17 18 -19 -20 20 -22 -23 23 24 -26 27 -28 28 -30 -31
leaf_value=4.4863651169180232e-07 -7.370646588762091e-06 1.0884914007130482e-05 -1.198745655045741e-05 4.876207902992159e-07 -6.754121014864722e-06 -3.8754877059545834e-06 -5.4144334302253376e-06 6.6518441544758388e-06 7.7031218006595738e-06 3.5845231507534795e-06 4.0691295295730995e-06 -8.4732937873348815e-06 7.5441886102217495e-06 1.298468607274117e-05 -1.252196817404183e-05 6.2801912918075683e-07 -5.7828013723337795e-06 4.4481890890892829e-06 6.7278092659683402e-06 1.4964319194879626e-06 -1.10025696769645e-05 8.6064517790873649e-06 8.8568368692694305e-06 -1.309315786481117e-06 -6.8926929969848068e-06 -7.5608500230828207e-06 7.7060004094584241e-06 -4.1715405215750495e-06 7.6925349167140662e-06 -3.4183527434453437e-08
leaf_weight=40 21 22 20 29 30 25 27 25 20 35 26 38 27 20 20 20 27 25 23 23 21 20 26 30 24 20 26 38 25 2348
leaf_count=40 21 22 20 29 30 25 27 25 20 35 26 38 27 20 20 20 27 25 23 23 21 20 26 30 24 20 26 38 25 2348
internal_value=0 1.14633e-07 -1.54169e-06 -4.75793e-07 -2.63826e-06 7.25577e-07 -9.97153e-07 1.38818e-06 3.43272e-06 3.24457e-08 -1.12069e-08 -4.88004e-08 6.09388e-09 2.59204e-06 -5.10237e-07 -5.94697e-06 -7.68014e-08 -3.34572e-06 8.83273e-10 -5.79901e-08 -4.469e-06 1.712e-08 -4.98795e-08 1.11331e-08 -8.04593e-08 -1.472e-08 2.87637e-06 -8.13184e-08 -1.92734e-08 -1.00076e-07
internal_weight=0 2905 216 196 70 126 77 50 49 2883 2848 2822 2801 87 67 40 2714 63 2651 2628 44 2584 2564 2537 2511 2487 56 2431 2411 2386
internal_count=3121 2905 216 196 70 126 77 50 49 2883 2848 2822 2801 87 67 40 2714 63 2651 2628 44 2584 2564 2537 2511 2487 56 2431 2411 2386
is_linear=0
shrinkage=0.1


Tree=6049
num_leaves=31
num_cat=0
split_feature=1204 1185 1186 129 0 1204 4 0 43 3 3 3 133 4 13 160 160 50 159 0 43 51 403 4 13 13 403 402 160 2
split_gain=4.64738e-08 5.87608e-08 7.92749e-08 4.30514e-08 2.1746e-07 1.43273e-07 1.20033e-07 1.36432e-07 1.57353e-07 1.31124e-07 1.26418e-07 2.29272e-07 9.02639e-08 6.874e-08 9.21415e-08 6.66757e-08 8.05526e-08 6.50892e-08 7.64101e-08 6.37876e-08 6.57865e-08 1.33729e-07 1.09138e-07 8.96822e-08 8.21652e-08 3.08346e-07 7.62861e-07 2.62448e-07 2.69044e-07 2.70078e-07
threshold=1.0000000180025095e-35 -0.10973499999999999 -0.092084999999999986 0.084115000000000009 -0.14454499999999995 -0.098194999999999991 -0.078439999999999996 -0.075934999999999989 -0.011694999999999999 -0.090164999999999981 -0.094874999999999987 -0.086224999999999982 -0.54084999999999994 0.10528000000000001 -0.0021749999999999994 0.62940000000000007 0.51262000000000008 -0.46943999999999991 0.13810000000000003 0.22582000000000002 0.084740000000000024 0.081440000000000026 -0.014954999999999998 -0.079329999999999984 -0.088319999999999996 -0.089109999999999981 -0.0059799999999999992 -0.031734999999999992 0.085130000000000011 0.093840000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 7 8 -6 -10 -8 -12 -7 14 -13 16 17 -14 19 20 24 22 -22 -24 25 27 -27 -19 -29 -30
right_child=-2 2 3 4 6 12 10 -9 9 -11 11 13 15 -15 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-5.4461572153741149e-06 3.4303752641288814e-06 5.1954681833288715e-06 -7.2882019704171147e-06 1.1199728045312441e-05 -5.0470744015371944e-06 6.0072395475193246e-06 4.3492753446053968e-06 9.8022655670913248e-06 -8.496726964256682e-07 1.032529566189277e-05 -1.107718569275878e-05 -4.073382507669976e-06 -4.7932889166683407e-06 -4.8521387399205195e-06 4.3122298565453764e-06 -5.9050602942534176e-06 5.6577997810336461e-06 -1.0241766228153375e-05 4.2845884717024053e-06 -5.66379356062693e-06 -7.7399826436487199e-06 -8.8238399996498632e-06 5.5683557851201236e-06 -1.0036377450698826e-06 -2.5895832933732072e-07 -4.5851538223879675e-06 2.1776673558742519e-05 2.00389477838708e-06 1.8146552460878056e-06 -1.3200549845350907e-05
leaf_weight=20 39 29 28 20 27 24 29 23 21 21 27 20 30 25 38 20 24 22 39 21 21 24 24 154 1927 21 23 332 23 25
leaf_count=20 39 29 28 20 27 24 29 23 21 21 27 20 30 25 38 20 24 22 39 21 21 24 24 154 1927 21 23 332 23 25
internal_value=0 -4.34046e-08 -8.11553e-09 -5.78695e-08 1.19642e-06 -1.71035e-07 3.30337e-07 3.13227e-06 9.08943e-07 4.73781e-06 -1.52418e-06 -3.07264e-06 -9.8675e-08 -4.68752e-07 1.42064e-06 -1.52353e-07 -1.09898e-07 -1.61434e-07 -1.09116e-07 -1.74593e-07 -1.30189e-07 -1.77234e-06 -9.21906e-07 -1.17526e-07 2.41298e-08 1.24725e-06 9.19489e-06 3.77357e-07 9.92148e-07 -6.00576e-06
internal_weight=0 3082 3062 3033 251 2782 231 92 69 42 139 110 2754 83 58 2730 2710 2686 2656 2617 2596 223 199 178 2373 446 44 402 380 48
internal_count=3121 3082 3062 3033 251 2782 231 92 69 42 139 110 2754 83 58 2730 2710 2686 2656 2617 2596 223 199 178 2373 446 44 402 380 48
is_linear=0
shrinkage=0.1


Tree=6050
num_leaves=31
num_cat=0
split_feature=132 393 1203 120 482 2 120 131 483 4 9 10 0 2 1 1 0 2 479 1 402 50 42 1374 160 160 160 160 1 9
split_gain=4.16795e-08 2.37475e-07 1.11731e-07 4.68811e-08 6.80694e-08 2.99253e-07 2.20339e-07 1.52546e-07 2.93828e-07 1.40709e-07 7.12317e-08 1.0051e-07 2.44221e-07 1.05587e-07 5.87e-08 2.81114e-07 1.92573e-06 6.46997e-07 4.00702e-07 5.24188e-07 2.52889e-07 2.33146e-07 3.17302e-07 2.23768e-07 1.95434e-07 2.36867e-07 1.85604e-07 1.79325e-07 1.9086e-07 2.98846e-07
threshold=-0.083174999999999985 0.12069000000000002 0.088820000000000024 0.093680000000000013 0.098105000000000012 0.10912000000000001 1.0000000180025095e-35 0.090495000000000006 0.10045000000000003 0.63113500000000011 0.092410000000000006 0.053330000000000009 -0.066689999999999985 -0.080614999999999978 0.088975000000000012 0.09253500000000002 -0.093039999999999984 -0.020134999999999997 0.093525000000000011 0.093205000000000024 -0.047074999999999999 0.089465000000000017 0.089535000000000017 0.089635000000000006 -0.55323499999999981 -0.53908999999999996 0.11205000000000002 0.089640000000000011 0.094090000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 6 7 9 8 -6 10 11 13 -13 -2 23 16 -16 -17 19 -19 -18 22 -22 24 -15 -26 27 28 -21 -30
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 -12 12 -14 14 15 17 20 18 -20 26 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-4.6828893693094233e-07 5.4407437567403713e-06 1.0696600769560541e-05 -7.2257371243722453e-06 -4.4728785447343556e-06 -1.1553662504108313e-05 1.2931531017040305e-05 -1.0496915729163448e-05 5.7733013212176353e-06 2.6534228462966241e-06 8.0027782670103168e-06 4.1092422778580464e-06 -1.2879605002353857e-05 2.7479548452902238e-06 -7.3781304228545844e-06 -2.7825030504353548e-05 1.5857210733884133e-05 -7.5620847703113994e-06 -1.6841195833876554e-05 1.3472199882471613e-05 8.9560804943695472e-06 5.3835568994634634e-06 9.573364773255104e-06 -1.0340565854892789e-05 9.6570821021941831e-06 9.0856001634165299e-06 1.1523856760437242e-07 7.0163855994564985e-06 -8.2069284255867976e-06 -9.5822639600050435e-06 -1.9999052287690062e-07
leaf_weight=194 35 21 28 23 24 22 20 30 37 22 41 20 20 34 29 25 27 20 20 21 33 37 21 25 30 1567 32 31 36 596
leaf_count=194 35 21 28 23 24 22 20 30 37 22 41 20 20 34 29 25 27 20 20 21 33 37 21 25 30 1567 32 31 36 596
internal_value=0 1.0112e-07 -1.32058e-06 2.38072e-08 6.00327e-08 2.46532e-06 -3.90913e-08 -6.49694e-08 -2.93625e-06 3.7748e-08 -2.71522e-08 -9.09327e-08 -5.06583e-06 -1.49511e-08 -8.88479e-08 -7.25539e-07 -4.73729e-06 2.95541e-08 -4.93847e-07 -8.73359e-07 9.36811e-07 3.45846e-06 -7.3138e-07 2.67945e-07 1.24028e-07 2.83749e-07 -4.2733e-07 -7.75574e-07 -4.22784e-07 -7.34424e-07
internal_weight=0 2899 222 2878 2855 113 2742 91 61 2722 2700 2659 40 2619 2584 928 147 781 756 736 118 91 54 1656 1631 1597 716 684 653 632
internal_count=3121 2899 222 2878 2855 113 2742 91 61 2722 2700 2659 40 2619 2584 928 147 781 756 736 118 91 54 1656 1631 1597 716 684 653 632
is_linear=0
shrinkage=0.1


Tree=6051
num_leaves=31
num_cat=0
split_feature=1208 1210 133 16 1212 402 403 2 4 2 402 1209 1212 1204 400 403 132 50 400 393 1204 12 52 1213 13 4 1213 43 133 402
split_gain=4.11908e-08 5.10082e-08 3.49734e-07 3.20641e-07 1.14572e-06 8.2108e-07 5.17997e-07 3.83367e-07 5.34109e-07 3.69398e-07 2.78823e-07 1.56627e-07 1.51101e-07 4.67419e-08 8.27005e-08 9.41892e-08 4.95839e-08 1.29638e-06 1.15865e-06 1.26924e-07 7.46866e-08 7.01476e-08 1.02953e-07 5.25829e-08 1.92877e-07 2.76795e-07 8.71732e-08 4.45827e-07 4.38583e-07 8.55638e-08
threshold=0.12461500000000002 -0.00046999999999999993 0.40431 -0.092484999999999984 -0.089544999999999986 0.23460000000000003 0.0033700000000000002 0.085105000000000014 -0.081839999999999982 0.086000000000000007 -0.064959999999999976 0.10819500000000001 0.086140000000000008 -0.098194999999999991 -0.09027499999999998 -0.091194999999999984 -0.083284999999999984 0.10022000000000002 -0.079519999999999993 0.10483000000000002 -0.074224999999999985 0.10911500000000002 0.087435000000000013 0.093235000000000026 -0.082014999999999991 -0.07958999999999998 1.0000000180025095e-35 -0.015774999999999994 -0.047229999999999987 -0.45454999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 12 -9 -11 13 -6 -3 15 -15 17 19 -18 21 -20 22 -16 26 -25 -26 29 -28 -29 -22
right_child=-2 11 -4 4 5 -7 -8 9 -10 10 -12 -13 -14 14 16 -17 18 -19 20 -21 23 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-1.0125351075287284e-05 -4.5236544610816051e-06 -4.7281662167127564e-06 1.2143867243813239e-05 2.3599440283933727e-05 5.6672010255841668e-06 -1.9182107586278689e-05 1.4051173884918508e-05 1.5181234656275984e-05 -1.9269984590085767e-05 5.7210015825148732e-06 -9.7383233389791728e-06 -8.4984567076224436e-06 -5.9249704918329373e-06 -3.3083568723668582e-07 5.0750329927589029e-07 9.3742747401392984e-06 -2.3016874340762363e-05 2.5494003741641789e-05 5.9694149058486806e-06 -8.4718484468675851e-06 5.0539393531366712e-06 3.565386298236483e-06 -6.7297870945649578e-06 -2.9870838357294962e-06 1.4208683759875385e-05 -6.8396008758169891e-07 8.60752902770487e-06 -2.6752927792754405e-07 -1.9288416735269661e-05 -7.3563398787222544e-08
leaf_weight=27 20 21 27 21 22 22 27 21 22 28 20 22 23 20 61 20 22 20 21 23 33 33 29 38 24 26 21 27 22 2358
leaf_count=27 20 21 27 21 22 22 27 21 22 28 20 22 23 20 61 20 22 20 21 23 33 33 29 38 24 26 21 27 22 2358
internal_value=0 2.91699e-08 1.36983e-06 1.21335e-07 1.46435e-06 -1.04829e-06 1.39922e-06 -1.11256e-06 -6.50053e-06 4.11924e-06 -7.20384e-07 -9.35233e-08 -2.57687e-07 -2.79296e-08 7.34734e-09 4.52172e-06 -5.81258e-08 1.61734e-06 -1.65428e-07 -1.65343e-06 3.01872e-08 -3.78442e-07 -1.82451e-06 -1.87433e-08 2.38314e-06 6.46451e-06 -1.04629e-07 -3.583e-06 -8.80752e-06 -2.79485e-09
internal_weight=0 3101 260 233 206 185 163 136 67 69 48 2841 45 2819 2798 40 2758 166 2592 146 2570 123 90 2549 88 50 2461 70 49 2391
internal_count=3121 3101 260 233 206 185 163 136 67 69 48 2841 45 2819 2798 40 2758 166 2592 146 2570 123 90 2549 88 50 2461 70 49 2391
is_linear=0
shrinkage=0.1


Tree=6052
num_leaves=31
num_cat=0
split_feature=402 401 132 132 1203 401 401 402 15 401 1 1209 1212 1210 42 1208 403 0 1210 403 43 1210 16 2 1 475 155 156 401 401
split_gain=5.23882e-08 8.56371e-08 5.362e-08 2.33491e-07 1.67101e-07 5.34675e-08 5.31608e-08 6.05327e-08 2.9493e-07 6.53069e-08 5.05621e-07 7.77985e-08 5.64643e-08 4.2886e-07 2.11038e-07 8.33418e-08 1.24303e-07 7.70132e-07 5.61019e-08 2.98041e-07 2.21696e-07 6.30891e-08 4.60387e-08 2.37051e-07 4.28764e-07 1.47336e-07 1.10886e-07 6.76546e-08 5.99729e-08 2.58409e-07
threshold=0.31278000000000006 0.13699500000000003 -0.083449999999999983 -0.076764999999999986 0.089480000000000018 0.12463 0.11602000000000001 0.113945 0.089595000000000022 0.10022000000000002 0.085760000000000017 -0.087199999999999986 -0.089079999999999979 -0.099939999999999987 0.084535000000000013 0.11846000000000001 -0.53255499999999989 -0.086234999999999992 -0.065674999999999983 -0.085284999999999986 -0.069134999999999988 -0.052634999999999994 0.62682500000000008 0.11018500000000002 0.107145 -0.011519999999999997 0.11854500000000001 0.11850000000000001 0.083100000000000021 0.076195000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 9 -9 11 -11 -5 14 -14 -13 16 17 -15 19 20 -18 -20 26 25 -25 -24 27 28 29 -23
right_child=-2 -3 3 5 -6 -7 -8 8 -10 10 -12 12 13 15 -16 -17 18 -19 21 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.1715748011582288e-07 4.9778445567686251e-06 -6.2506042344135823e-06 9.9460485481965121e-06 5.8373067076900048e-06 -1.0224410345927026e-05 5.1932816677435768e-06 -4.4963768896895299e-06 9.4897105469726749e-06 -5.5510627941078963e-06 -1.2726546900146922e-05 7.9625484063615747e-06 -4.0605728511012709e-06 -1.3972826657105874e-05 9.2568830197592437e-06 8.5819171926554956e-06 6.322363216375899e-06 1.2523461919045077e-06 -1.400093101048177e-05 -4.8738563691586023e-06 -6.5230159386622053e-06 1.5507909479310909e-05 1.5379477516270464e-07 -2.2553114395122977e-06 -1.8180341122615576e-05 2.0502000635050618e-06 9.2600088009930928e-06 6.1035072781857209e-06 -4.3450891472971043e-06 2.8040742119112953e-06 -1.1265274731613318e-05
leaf_weight=191 21 22 24 23 20 20 26 32 22 27 21 23 22 24 31 21 24 35 26 22 20 2170 25 20 22 20 31 34 82 20
leaf_count=191 21 22 24 23 20 20 26 32 22 27 21 23 22 24 31 21 24 35 26 22 20 2170 25 20 22 20 31 34 82 20
internal_value=0 -3.37172e-08 1.0718e-08 1.23947e-07 -1.5278e-06 4.10306e-08 4.52868e-09 4.63676e-08 3.36199e-06 -1.89052e-08 -3.67507e-06 4.62138e-08 -3.63469e-09 -6.96555e-08 3.19715e-06 4.8168e-08 -3.00023e-09 -4.54013e-06 1.03395e-07 2.98043e-06 7.73215e-06 2.58913e-08 7.84463e-08 -2.18029e-06 -7.58339e-06 2.86261e-06 1.62533e-07 8.26671e-08 1.48927e-07 4.9511e-08
internal_weight=0 3100 3078 2867 211 2843 2823 2797 54 2743 48 2695 2672 2618 54 2596 2575 59 2516 66 44 2450 2424 87 42 45 2337 2306 2272 2190
internal_count=3121 3100 3078 2867 211 2843 2823 2797 54 2743 48 2695 2672 2618 54 2596 2575 59 2516 66 44 2450 2424 87 42 45 2337 2306 2272 2190
is_linear=0
shrinkage=0.1


Tree=6053
num_leaves=31
num_cat=0
split_feature=1212 401 1212 402 1212 1212 1210 43 43 1210 12 2 52 3 1210 1208 43 43 1210 3 3 1211 1203 4 12 16 2 1 2 42
split_gain=5.41533e-08 7.56509e-08 5.92852e-08 1.0143e-07 5.16725e-08 1.90806e-07 2.56628e-07 7.49753e-08 8.48693e-08 5.90664e-08 2.69751e-07 3.52484e-07 3.53483e-07 3.31948e-07 7.94941e-07 9.29755e-08 4.96069e-08 2.23632e-07 2.38713e-07 1.84958e-07 4.09951e-07 1.75385e-07 1.11511e-07 9.48779e-08 1.26233e-07 1.22927e-07 2.15235e-07 7.3815e-08 1.08134e-07 1.63271e-07
threshold=-0.53159999999999996 0.13729500000000003 0.15049500000000002 0.13685500000000003 -0.09386499999999999 -0.08867499999999999 -0.099939999999999987 0.066275000000000014 -0.0043399999999999992 -0.00092999999999999995 0.085250000000000006 0.085235000000000019 0.077655000000000016 -0.079594999999999985 -0.078184999999999991 0.11332500000000002 0.062770000000000006 0.055925000000000009 0.10799000000000002 -0.081054999999999974 -0.079979999999999982 0.11048500000000001 0.088820000000000024 0.16173500000000005 -0.069644999999999985 -0.08595499999999999 0.094095000000000012 0.093100000000000002 0.10731 -0.042239999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 -7 8 -2 10 -8 12 -12 14 -13 16 17 18 21 -18 -21 22 -11 25 -25 26 -22 28 29 -27
right_child=1 -3 -4 -5 5 6 9 -9 -10 15 11 13 -14 -15 -16 -17 19 -19 -20 20 23 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-5.1868248829123336e-06 -4.5618142439707298e-07 5.7472723750359602e-06 -5.1817875477023673e-06 5.3803790167096725e-06 9.7670729860510626e-06 -9.2350771600043419e-06 1.065288955518993e-05 2.045802602879121e-06 -8.4723002016419616e-06 1.1564329177831266e-07 8.1760285866039348e-07 -1.5051000710011597e-06 -1.4484191130857374e-05 -4.6341741027491582e-06 2.3031794138778819e-05 -6.6800507738662418e-06 2.1760617548497153e-06 8.0924647149264013e-06 -1.0574293338279296e-05 -1.6500293831995808e-05 -1.3605263803621406e-05 8.0020674437416728e-06 -6.3490941278764194e-06 -1.9864446957838263e-06 8.1939000665443021e-06 1.0862165634080157e-05 -6.9981860438669436e-07 -4.5693577824808489e-06 -4.4283491314715882e-06 -1.7625442670318343e-06
leaf_weight=20 25 23 22 35 20 30 29 24 28 2265 36 31 26 27 23 21 110 35 21 20 24 28 27 29 21 20 28 31 21 21
leaf_count=20 25 23 22 35 20 30 29 24 28 2265 36 31 26 27 23 21 110 35 21 20 24 28 27 29 21 20 28 31 21 21
internal_value=0 3.34532e-08 -9.2427e-09 2.79942e-08 -3.40162e-08 3.28691e-08 -3.37123e-08 -2.59129e-06 -4.69111e-06 6.16716e-08 1.85889e-06 7.54909e-08 -5.59928e-06 4.41914e-06 8.9458e-06 -5.18925e-08 -3.59261e-10 1.5814e-07 3.95148e-08 -1.15911e-06 -2.86548e-06 1.35588e-07 3.9488e-08 -1.46703e-06 2.2893e-06 -2.76232e-06 -6.65618e-06 -5.85113e-07 1.40701e-06 4.39585e-06
internal_weight=0 3101 3078 3056 3021 2944 2924 77 53 2894 172 143 62 81 54 2722 2701 2376 2341 325 215 2320 2292 195 50 145 52 93 62 41
internal_count=3121 3101 3078 3056 3021 2944 2924 77 53 2894 172 143 62 81 54 2722 2701 2376 2341 325 215 2320 2292 195 50 145 52 93 62 41
is_linear=0
shrinkage=0.1


Tree=6054
num_leaves=31
num_cat=0
split_feature=400 13 12 130 400 42 402 0 16 1210 131 131 133 133 130 393 1 1209 43 1209 1212 1212 403 1212 401 43 402 403 2 2
split_gain=5.1473e-08 1.92594e-07 3.80946e-07 1.55426e-07 1.03323e-07 8.87834e-08 6.21332e-08 3.37835e-07 1.5761e-07 1.13421e-07 5.86487e-08 5.56624e-08 6.22572e-08 1.41811e-07 8.19567e-08 8.22278e-08 6.42915e-08 6.45431e-08 4.7101e-07 1.55051e-07 5.54515e-08 7.40435e-07 2.84171e-07 2.17455e-07 7.12643e-08 2.58707e-07 1.56139e-07 9.92536e-08 1.11879e-07 1.16277e-07
threshold=-0.08262499999999999 -0.010094999999999998 0.089005000000000015 0.085870000000000016 -0.081639999999999976 -0.021469999999999996 -0.44724499999999995 -0.072594999999999979 -0.072359999999999994 0.24726500000000004 0.13602500000000003 0.11767000000000001 0.41553500000000004 0.40945500000000007 -0.23123999999999997 0.10585500000000002 0.16540500000000002 -0.084519999999999984 -0.0047449999999999992 -0.067109999999999989 -0.064959999999999976 -0.089544999999999986 0.041145000000000008 -0.009474999999999999 0.10711000000000001 -0.0087399999999999995 0.10607000000000001 0.092070000000000013 0.085045000000000023 0.089725000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -2 -3 7 8 -6 10 11 12 13 14 -8 16 17 18 -16 -19 21 22 -21 -22 26 -26 27 -25 -29 -30
right_child=4 3 -4 -5 6 -7 9 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 19 -20 20 23 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-1.9449201574942615e-06 -7.0750214122415943e-06 -8.7146894979165761e-06 1.625555980116706e-05 4.5264804060879568e-06 -4.4839196142185334e-06 -4.9227734667189493e-07 6.1757574712828504e-06 -1.4007367590238574e-05 6.2383693775386906e-06 6.8837076128147601e-06 -5.4157734302862085e-06 3.8717748947346009e-06 -4.1072103725410501e-06 7.372648416584035e-06 -9.8425544003988849e-06 5.73213577924984e-06 -5.0024201397246986e-06 8.7473541094595939e-06 8.733304691434439e-06 1.2207324989503831e-05 1.03971206613096e-05 -1.8348012655105382e-05 -1.1031394838961418e-06 -1.6631417422971103e-07 1.1976050999302451e-05 -3.22225514442683e-06 -6.6825582003104962e-06 9.5034238008586494e-06 -3.6352697238557825e-06 5.4839923466025889e-06
leaf_weight=23 21 24 23 33 26 29 21 20 29 24 20 37 37 26 39 24 27 20 21 20 20 23 81 2294 21 24 36 22 27 29
leaf_count=23 21 24 23 33 26 29 21 20 29 24 20 37 37 26 39 24 27 20 21 20 20 23 81 2294 21 24 36 22 27 29
internal_value=0 1.9325e-06 7.15532e-06 -8.61102e-07 -8.53402e-08 -4.21563e-06 -3.58849e-08 -2.87755e-06 1.16965e-06 3.77844e-08 -1.94837e-08 1.83983e-08 -3.2304e-08 2.2028e-08 -4.7494e-08 -9.54003e-08 -1.47124e-07 -9.81539e-08 -3.341e-06 -2.3805e-08 -9.13534e-08 -2.15494e-06 1.5326e-06 1.21178e-08 -7.2554e-08 3.87029e-06 -1.46237e-07 -4.70345e-08 3.46101e-06 1.08721e-06
internal_weight=0 132 46 86 2989 53 2968 75 55 2893 2869 2849 2812 2775 2749 2728 2704 2677 60 2617 2597 124 101 2473 2453 45 2408 2372 78 56
internal_count=3121 132 46 86 2989 53 2968 75 55 2893 2869 2849 2812 2775 2749 2728 2704 2677 60 2617 2597 124 101 2473 2453 45 2408 2372 78 56
is_linear=0
shrinkage=0.1


Tree=6055
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1210 2 1210 1212 16 0 1212 12 1210 3 2 1209 1208 1210 400 1204 402 12 1 402 402 401 390 128 128 0
split_gain=4.99594e-08 1.22406e-06 6.52202e-07 2.1806e-07 5.15716e-08 4.79526e-07 8.82424e-08 6.37756e-08 3.05175e-07 2.83801e-07 1.07256e-07 7.50504e-08 5.61574e-08 4.96877e-07 2.11611e-07 9.83815e-08 6.40695e-08 9.85127e-08 5.57146e-08 5.0159e-08 4.83541e-08 3.07741e-07 2.0309e-07 1.17418e-07 4.78106e-08 6.26889e-08 6.39171e-08 5.02655e-08 1.54487e-07 1.09593e-07
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.13847499999999999 0.084885000000000002 -0.090569999999999998 -0.089079999999999979 -0.092484999999999984 -0.086234999999999992 -0.082209999999999991 0.090345000000000023 -0.064344999999999999 -0.082334999999999978 0.085105000000000014 -0.033554999999999995 0.11846000000000001 -1.0000000180025095e-35 -0.077734999999999985 -1.0000000180025095e-35 -0.45015499999999992 0.096990000000000007 0.086720000000000005 -0.41906499999999997 0.113945 0.09530000000000001 0.088375000000000023 0.09445000000000002 0.088305000000000008 -0.079459999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -6 8 -8 -10 -9 -11 13 14 -12 -14 17 -17 19 -19 21 22 -20 -22 25 26 27 28 -25 -29
right_child=2 -3 4 -5 6 -7 7 10 9 11 12 -13 15 -15 -16 16 -18 18 20 -21 23 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=1.3405545278887626e-07 -1.7262410107253924e-05 2.4412774854724938e-05 1.3572937779827044e-05 -1.0878682239763293e-05 -6.3501442303442504e-06 -4.3550229440517944e-06 -1.1605113819415339e-05 7.2272290730151804e-06 1.069867640483478e-05 -6.0232807045119415e-06 -1.0312023548630394e-05 4.9535714616037079e-07 -5.7186753201676772e-06 1.5366451407317072e-05 2.6890922893677094e-06 -5.902797774329624e-06 5.5422260889567303e-06 6.8152028963259399e-06 9.3850227676739452e-06 -3.2262357763102047e-08 7.6997197948003307e-06 -1.2932758654642384e-05 -4.8659472571443989e-06 -5.3198437234490022e-08 3.7852625038078374e-06 -4.4435339674464558e-06 5.5049110198437819e-06 -4.143318424861978e-07 -8.4753744121454399e-06 6.3853790882268713e-06
leaf_weight=178 22 21 25 20 22 37 27 21 21 33 21 38 30 22 31 28 21 23 20 20 20 20 20 2171 33 32 21 63 22 38
leaf_count=178 22 21 25 20 22 37 27 21 21 33 21 38 30 22 31 28 21 23 20 20 20 20 20 2171 33 32 21 63 22 38
internal_value=0 1.45642e-06 -1.09914e-07 -9.78342e-07 2.11123e-08 2.87399e-06 -4.16551e-08 7.98248e-09 -2.25723e-06 4.86169e-07 1.08677e-07 -2.53443e-06 5.23937e-08 2.76853e-06 -2.56136e-06 -2.54506e-08 4.1476e-08 -4.16437e-09 6.18211e-08 3.63034e-06 -5.55327e-10 -2.80456e-06 2.25954e-06 6.95448e-08 5.4257e-09 -4.77207e-08 1.30422e-08 -3.72321e-08 -1.37689e-07 2.14398e-06
internal_weight=0 219 2902 198 2880 62 2818 2796 119 92 2677 71 2656 74 52 2582 2552 2531 2503 43 2460 60 40 2400 2380 2347 2315 2294 2193 101
internal_count=3121 219 2902 198 2880 62 2818 2796 119 92 2677 71 2656 74 52 2582 2552 2531 2503 43 2460 60 40 2400 2380 2347 2315 2294 2193 101
is_linear=0
shrinkage=0.1


Tree=6056
num_leaves=31
num_cat=0
split_feature=1208 1208 43 1212 403 1209 43 1210 1210 2 2 12 2 12 1 3 1 132 1211 2 132 403 12 13 42 401 52 16 2 13
split_gain=5.17848e-08 5.62799e-08 1.59808e-07 4.54985e-08 8.1462e-08 5.79296e-08 5.51168e-08 4.27671e-07 3.72481e-07 1.70151e-07 4.04234e-07 2.84967e-07 5.85461e-07 1.99453e-07 2.18515e-07 3.65658e-07 1.74209e-07 1.17352e-07 1.42377e-06 1.30687e-06 1.52783e-07 1.13541e-07 1.7008e-07 1.21863e-07 1.0798e-07 9.63118e-08 1.55934e-07 3.04637e-07 1.06911e-07 9.59704e-08
threshold=0.12461500000000002 0.10233500000000001 -0.03898999999999999 -0.53159999999999996 0.51370000000000016 -0.089214999999999989 0.0034250000000000005 -0.064799999999999983 -0.13847499999999999 0.097605000000000011 0.10060500000000001 0.096990000000000007 0.090675000000000019 0.095175000000000023 0.089625000000000024 -0.076969999999999997 0.081670000000000006 -0.083284999999999984 0.11048500000000001 0.083935000000000023 -0.050879999999999988 -0.014954999999999998 0.091200000000000017 -0.0065549999999999992 0.091465000000000005 1.0000000180025095e-35 0.10024500000000001 -0.065999999999999989 0.11293500000000002 -0.0082249999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 8 -8 -7 11 -11 13 -13 14 16 -16 21 19 20 -10 -19 -9 23 24 -23 26 28 -28 -12 -21
right_child=-2 2 -4 4 -6 6 7 9 17 10 25 12 -14 -15 15 -17 -18 18 -20 29 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.7705957172183847e-06 -5.0721201841952289e-06 9.8058662453175728e-06 -2.6842688703254684e-06 -4.3330116539202154e-06 5.6994770266101116e-06 1.0602762001647481e-05 -1.4570842983051661e-05 -6.4148326385230606e-06 2.5013910585998516e-05 1.3667054023887187e-05 -7.0185073483393669e-06 -1.747022487017183e-07 -2.0025653402674003e-05 7.2958568983766222e-06 -1.7563490616794296e-05 1.4021406806412934e-07 8.929755893491565e-06 8.6472015736728199e-06 -2.5403992111188762e-05 -5.2923794773581301e-06 7.8538872357423378e-08 2.7861892357254025e-06 8.7332560009859408e-06 -7.9369492693461189e-06 -5.7162491748385951e-06 -5.2397800488877158e-06 1.4464892993518416e-05 -2.1766930723804928e-06 1.019139659509789e-06 1.5378672035776869e-06
leaf_weight=20 20 21 20 31 25 34 22 29 22 26 23 39 24 31 20 28 21 21 22 48 2287 59 21 21 20 27 22 22 59 36
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internal_value=0 3.2722e-08 3.71312e-06 -1.65905e-08 1.46859e-08 -3.24517e-08 1.22257e-08 -9.29901e-07 2.0828e-07 -3.1994e-07 2.13918e-06 -1.72627e-06 -7.73697e-06 -2.1158e-07 -1.27428e-06 -7.23633e-06 3.99283e-07 6.32007e-08 -8.48404e-08 3.31731e-06 1.56503e-07 -7.94983e-07 5.51923e-07 -1.16616e-06 6.33673e-07 1.80195e-07 1.34162e-06 6.1441e-06 -1.23532e-06 -2.36513e-06
internal_weight=0 3101 41 3060 3040 3015 2984 514 2470 492 179 313 63 250 219 48 171 2436 2330 106 2308 150 121 100 79 153 126 44 82 84
internal_count=3121 3101 41 3060 3040 3015 2984 514 2470 492 179 313 63 250 219 48 171 2436 2330 106 2308 150 121 100 79 153 126 44 82 84
is_linear=0
shrinkage=0.1


Tree=6057
num_leaves=31
num_cat=0
split_feature=1212 1212 1212 160 3 1213 13 403 403 133 1212 133 0 1447 43 1212 160 403 402 1210 1210 1210 1210 1210 1211 1213 15 15 131 4
split_gain=5.09936e-08 2.92879e-07 2.62662e-07 1.47437e-07 1.21819e-07 3.15571e-07 2.24187e-07 1.90583e-07 2.08955e-07 1.28864e-07 1.11513e-07 1.52256e-07 8.8652e-08 7.0594e-08 2.25762e-07 2.10949e-07 1.32973e-07 9.27721e-08 9.30159e-08 9.22273e-08 1.34257e-07 1.20865e-07 1.90454e-07 1.59869e-07 9.51698e-08 7.16252e-08 9.92048e-08 3.5965e-07 1.19424e-07 4.64255e-07
threshold=0.087575000000000014 0.086920000000000011 0.08815000000000002 -0.014214999999999998 -0.082689999999999986 -0.082414999999999974 -0.06977499999999999 -0.028309999999999998 -0.072624999999999981 -0.012979999999999998 0.058525000000000008 -0.012164999999999999 -0.080604999999999996 -0.086359999999999978 -0.072269999999999987 0.0025400000000000002 -0.090764999999999985 -0.5492149999999999 0.15960500000000002 -0.090009999999999993 -0.078184999999999991 -0.05860499999999999 -0.011179999999999997 -0.00046999999999999993 0.11048500000000001 -0.43370499999999995 0.040760000000000005 0.083195000000000005 0.090855000000000005 -0.067104999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 -4 6 -6 -5 8 -7 -8 13 -12 -11 14 16 17 -1 -15 19 -19 -21 -22 -23 -24 25 -25 -27 -28 -29 -30
right_child=2 -3 3 4 5 7 9 -9 -10 12 11 -13 -14 15 -16 -17 -18 18 -20 20 21 22 23 24 -26 26 27 28 29 -31
leaf_value=-5.1195181248775761e-06 1.2340852135821478e-05 -1.0301451366753359e-05 -5.90720920001786e-06 1.2710549100864392e-05 -1.1729795212225078e-05 4.4652159555301871e-06 -3.4068003652223797e-06 9.9743331475110612e-06 -7.0661066153358358e-06 8.1018966818646737e-06 2.4127876492980936e-07 1.113352923961689e-05 1.2395277971896018e-07 4.7789982090762356e-06 1.0112123809286849e-05 -9.9591670897842227e-06 3.6686387593378971e-06 5.6759140871118119e-06 -6.1492454383719281e-06 -8.1622240378194318e-06 6.4002978352358955e-06 -9.9258201817065129e-06 8.7763597821322044e-06 4.1099790844266348e-06 6.6698183036351113e-06 5.3630363348135456e-08 -1.1571757541980444e-05 -1.3969711724254864e-06 -2.3970674642699143e-06 1.4367036142933406e-05
leaf_weight=33 20 28 32 22 22 33 34 21 30 30 33 21 26 38 28 22 36 27 26 21 28 20 20 37 20 1793 33 510 53 24
leaf_count=33 20 28 32 22 22 33 34 21 30 30 33 21 26 38 28 22 36 27 26 21 28 20 20 37 20 1793 33 510 53 24
internal_value=0 -1.24399e-07 1.31349e-06 4.31297e-07 1.36172e-06 -1.06817e-06 3.66143e-06 1.72417e-06 -1.02589e-06 1.44943e-06 -2.34571e-08 4.47715e-06 4.39785e-06 -1.11226e-07 2.53883e-06 -2.0743e-07 -5.34393e-07 -1.26472e-07 -1.97838e-07 -1.38002e-07 -1.99344e-07 -1.33457e-07 -2.06344e-07 -1.28276e-07 -2.00378e-07 -2.56461e-07 -3.23415e-07 -1.4138e-06 -8.42744e-07 2.82811e-06
internal_weight=0 2851 270 250 218 106 112 84 63 90 2823 54 56 2769 97 2672 69 2650 2612 2586 2559 2538 2510 2490 2470 2450 2413 620 587 77
internal_count=3121 2851 270 250 218 106 112 84 63 90 2823 54 56 2769 97 2672 69 2650 2612 2586 2559 2538 2510 2490 2470 2450 2413 620 587 77
is_linear=0
shrinkage=0.1


Tree=6058
num_leaves=31
num_cat=0
split_feature=1 1 10 1 1 1 1 43 1 1 0 3 1 3 403 1 12 16 160 160 1186 479 480 1446 15 1455 3 4 0 13
split_gain=4.25763e-08 8.88577e-07 9.47406e-07 5.74973e-07 3.15889e-07 3.20706e-07 1.17642e-07 3.77245e-07 3.68745e-07 2.19111e-07 2.79788e-07 6.84036e-07 6.79005e-07 2.84261e-07 2.50569e-07 3.64467e-07 3.50506e-07 3.22635e-07 1.15647e-07 1.73765e-07 1.06534e-07 9.98479e-08 4.36279e-07 1.53783e-07 1.53121e-07 9.1007e-08 1.03615e-07 1.19284e-07 3.74322e-07 1.00597e-07
threshold=0.092845000000000025 0.09202500000000001 -0.0026549999999999994 0.093400000000000025 0.094090000000000021 0.094715000000000008 0.085475000000000009 0.042785000000000004 0.084785000000000013 0.086105000000000015 -0.080119999999999983 -0.082794999999999994 0.090405000000000013 -0.088784999999999989 -0.074254999999999988 0.088975000000000012 0.085635000000000003 -0.054549999999999994 0.11205000000000002 0.10580000000000002 -0.095479999999999982 0.093525000000000011 0.10272000000000002 0.111445 0.096055000000000015 0.10994000000000001 0.090900000000000009 -0.42529999999999996 0.16094000000000003 -0.097224999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 8 9 20 -8 12 13 14 -12 -11 16 -16 -17 19 -7 -4 22 23 25 -23 26 27 28 -22 -29
right_child=3 -3 6 4 5 18 7 -9 -10 10 11 -13 -14 -15 15 17 -18 -19 -20 -21 21 24 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-2.1655649993590488e-05 -1.5828536051761453e-05 1.7060188951466943e-05 -6.28601836139681e-06 1.1169255102079964e-05 -1.186016369653468e-05 -1.5387174908722097e-07 1.2456135610868249e-05 -9.4880051270033273e-06 -1.2678196382061603e-05 9.7933310287232783e-06 -1.8751220750345966e-06 -1.3669436279859369e-05 1.6136649581382627e-05 1.376755029993893e-05 1.3514895189196662e-05 -1.7543030048727817e-05 -1.6043165151527121e-06 4.1902223529177724e-07 5.5722625397854305e-06 -9.3586926249415798e-06 -1.4173699502283524e-05 1.4130339741313948e-06 1.3959207116504726e-05 -7.3940661608233958e-06 -1.0961159155158385e-05 -6.1726202693018255e-06 5.6843202375083438e-06 3.3332415264512117e-06 4.2733139656031035e-06 1.1117717053052123e-07
leaf_weight=20 24 31 26 24 24 876 23 26 23 27 26 33 39 21 23 20 46 20 34 21 22 20 23 27 20 22 35 104 22 1419
leaf_count=20 24 31 26 24 24 876 23 26 23 27 26 33 39 21 23 20 46 20 34 21 22 20 23 27 20 22 35 104 22 1419
internal_value=0 2.54169e-07 4.53483e-09 -5.36724e-07 -1.61848e-07 -4.46609e-07 2.14116e-07 2.03089e-06 -9.91565e-08 3.1082e-06 2.26505e-06 -2.63408e-06 4.50465e-06 5.11416e-06 1.169e-06 -9.67304e-07 3.43542e-06 -8.562e-06 -1.52382e-07 -3.69369e-07 6.71182e-08 1.6349e-07 2.81472e-07 9.09284e-08 -4.77406e-06 2.15371e-07 3.03096e-07 1.82903e-07 -4.95019e-06 3.312e-07
internal_weight=0 2118 2087 1003 979 955 2067 304 1763 278 255 80 175 47 136 109 69 40 931 897 1740 1714 1674 1651 40 1624 1602 1567 44 1523
internal_count=3121 2118 2087 1003 979 955 2067 304 1763 278 255 80 175 47 136 109 69 40 931 897 1740 1714 1674 1651 40 1624 1602 1567 44 1523
is_linear=0
shrinkage=0.1


Tree=6059
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 401 131 1212 1211 1211 1204 400 400 133 399 132 43 1211 2 1210 393 402 133 1212 1212 402 1212 402 481 481 2
split_gain=4.23779e-08 4.68373e-08 5.03047e-08 9.34937e-08 7.81265e-08 4.88045e-08 1.13356e-07 5.87291e-08 1.03383e-07 7.4237e-08 1.21079e-07 7.62667e-08 8.01573e-08 8.74785e-08 1.46407e-07 1.89736e-06 1.60036e-06 1.91362e-07 1.32384e-07 8.19109e-08 6.94514e-08 1.13296e-07 7.08802e-08 5.61105e-07 2.80927e-07 1.2957e-07 1.23961e-07 8.7777e-08 7.44115e-07 5.46079e-07
threshold=0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.094304999999999986 0.13274500000000003 0.13767000000000004 0.13795000000000002 0.11986000000000001 0.11301500000000002 0.058775000000000008 0.12955000000000003 0.10782000000000001 -0.54084999999999994 0.091895000000000018 -0.083284999999999984 -0.011694999999999999 0.10678000000000001 0.082850000000000021 -0.094799999999999982 0.10585500000000002 -0.44724499999999995 0.42433500000000007 -0.092474999999999988 -0.087464999999999987 0.079755000000000006 -0.009474999999999999 0.11174500000000002 -0.087424999999999989 -0.085629999999999984 0.085485000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 10 11 12 -5 14 15 -14 18 -17 -16 20 -20 22 24 -24 -22 -25 27 29 -29 -27
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 16 17 -18 -19 19 -21 21 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=6.850652462162544e-06 -4.5883574739491455e-06 4.2561093332201732e-06 -3.889461231665337e-06 6.3510175846204229e-06 -4.9239790371302668e-06 -4.3563405247368799e-06 6.5305199861406302e-06 -4.804828608030221e-06 6.8918929635877011e-06 -5.9132603225753849e-06 7.4442477553433994e-06 -5.8680234773915307e-06 2.8840534813904624e-05 -6.0137305418095368e-06 7.335834209698078e-06 -9.7068964587379019e-06 -2.83016889522969e-05 9.4721563258719142e-08 -4.3293719475489506e-06 6.0997173146791859e-06 1.3123134804118309e-05 6.8727471557394898e-06 -1.6396339131980704e-05 5.6647148448973893e-06 -9.0003323657583685e-07 -1.2912352503917645e-05 -6.5723857115417253e-06 1.6951550231589445e-05 -6.4398396190288915e-08 2.7574867198247793e-06
leaf_weight=20 20 26 33 20 32 25 27 25 22 21 22 22 24 24 25 25 20 98 37 22 20 24 21 40 50 35 29 26 2225 61
leaf_count=20 20 26 33 20 32 25 27 25 22 21 22 22 24 24 25 25 20 98 37 22 20 24 21 40 50 35 29 26 2225 61
internal_value=0 2.96072e-08 -6.12912e-09 3.59978e-08 -9.10254e-09 4.34981e-08 8.05963e-08 2.1322e-08 6.2741e-08 1.07724e-08 5.4119e-08 -2.96769e-09 4.26909e-08 -2.27221e-09 4.9588e-08 3.12097e-06 -1.21757e-07 -1.89748e-06 9.37684e-08 2.38643e-08 -2.81874e-08 3.46904e-08 -3.07716e-08 -1.20889e-07 3.10659e-06 2.05785e-08 -7.44406e-08 5.84927e-09 1.32143e-07 -2.95548e-06
internal_weight=0 3101 3075 3042 3022 2990 2965 2938 2913 2891 2870 2848 2826 2806 2782 147 2635 123 2615 2590 2568 2531 2507 2437 70 2416 2376 2347 2251 96
internal_count=3121 3101 3075 3042 3022 2990 2965 2938 2913 2891 2870 2848 2826 2806 2782 147 2635 123 2615 2590 2568 2531 2507 2437 70 2416 2376 2347 2251 96
is_linear=0
shrinkage=0.1


Tree=6060
num_leaves=31
num_cat=0
split_feature=1212 1212 13 43 158 13 1209 16 4 13 1446 402 1446 475 2 2 4 51 2 12 154 157 1420 157 157 157 133 160 13 1
split_gain=4.49224e-08 2.6159e-07 1.91133e-07 4.73296e-07 3.63486e-07 1.22278e-07 7.87802e-08 4.65064e-07 3.13432e-07 4.27892e-07 7.51956e-08 4.71583e-07 2.6008e-07 1.20587e-07 1.537e-07 1.9995e-07 1.04106e-07 8.85796e-08 7.77306e-08 1.80613e-07 7.61431e-08 1.11748e-07 9.0027e-08 1.11728e-07 7.03129e-08 3.26062e-07 3.08904e-07 5.62703e-07 3.36248e-07 1.65716e-07
threshold=0.087575000000000014 0.086920000000000011 -0.085584999999999981 -0.0017249999999999998 0.10398500000000001 -0.070999999999999994 0.085095000000000018 -0.087989999999999985 -0.078629999999999992 -0.046499999999999993 0.083715000000000026 0.095250000000000015 0.057835000000000004 -0.085774999999999976 0.084515000000000021 0.087625000000000022 -0.013514999999999998 -0.023524999999999997 0.10327000000000001 0.087285000000000015 0.084190000000000001 0.63604500000000008 -0.08341999999999998 -0.50331999999999988 -0.083699999999999983 -0.086284999999999987 0.08622500000000001 -0.085764999999999994 -0.085034999999999986 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 5 -4 10 -8 9 -9 12 13 20 -12 16 -16 -15 -17 19 -19 21 22 -1 -24 25 26 28 -28 -25 -30
right_child=2 -3 4 -5 -6 -7 7 8 -10 -11 11 -13 -14 14 15 17 -18 18 -20 -21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=4.940622961037341e-06 1.3834081543921326e-05 -9.7348170819649187e-06 7.7374298780341642e-06 -3.4411341810733452e-06 -1.2098906011922975e-05 2.1078408705554603e-07 1.557216818458652e-05 -1.7241898905240306e-05 6.4531862473372861e-06 2.5630117027238461e-06 7.2830739922903302e-06 1.6305919025398908e-05 -1.1354521413003179e-05 9.6550563284836254e-06 -9.9920539599094948e-06 -6.0883098740305286e-06 -2.0986321744757059e-07 5.0358058269055272e-06 5.0797628934942039e-06 -8.0795601569488577e-06 5.817006309544446e-06 -7.6746260447180258e-06 -7.6844010618515315e-06 1.4408249460302616e-05 -3.3172297847017132e-07 1.1053629299156809e-05 3.563864493116853e-06 -1.9076976037641068e-05 -4.1294011892508333e-06 4.9046450877122465e-06
leaf_weight=34 35 28 25 29 23 158 22 20 33 24 21 20 21 20 28 21 23 21 31 21 21 20 20 20 2225 31 23 21 45 37
leaf_count=34 35 28 25 29 23 158 22 20 33 24 21 20 21 20 28 21 23 21 31 21 21 20 20 20 2225 31 23 21 45 37
internal_value=0 -1.16745e-07 1.23283e-06 6.00625e-06 -2.50171e-07 1.23901e-06 -2.13482e-08 2.74967e-06 -9.13903e-07 -6.43922e-06 -1.22057e-07 1.71485e-06 -2.72336e-07 1.45917e-07 -7.62448e-07 -2.57441e-06 4.37847e-06 -3.64901e-07 1.28156e-06 -1.52188e-06 -1.79134e-07 -2.2999e-07 -1.69366e-07 -2.41099e-07 -1.79124e-07 1.73915e-06 -2.38588e-07 -7.24199e-06 2.78249e-06 -5.30632e-08
internal_weight=0 2851 270 64 206 183 2823 99 77 44 2724 206 2518 186 165 122 43 94 73 42 2497 2476 2456 2422 2402 177 146 44 102 82
internal_count=3121 2851 270 64 206 183 2823 99 77 44 2724 206 2518 186 165 122 43 94 73 42 2497 2476 2456 2422 2402 177 146 44 102 82
is_linear=0
shrinkage=0.1


Tree=6061
num_leaves=31
num_cat=0
split_feature=1212 403 1212 1212 12 1210 3 1212 13 1212 13 3 1212 1212 401 128 16 42 3 1213 1204 402 1203 1185 1210 12 1210 1185 1186 13
split_gain=4.66305e-08 6.11082e-08 5.21746e-08 1.48158e-07 9.8739e-08 8.52903e-08 5.17264e-07 9.10641e-08 1.72981e-07 6.10975e-08 2.27102e-07 6.30363e-07 3.03764e-07 2.09972e-07 2.11129e-07 1.05683e-07 1.46023e-07 1.29448e-07 1.59007e-07 1.60953e-07 8.3588e-08 1.37317e-07 8.43773e-08 1.30142e-07 9.30778e-08 3.1747e-07 8.57433e-08 7.60937e-08 1.09775e-07 2.55303e-07
threshold=-0.53159999999999996 0.51370000000000016 -0.09386499999999999 -0.089079999999999979 0.087505000000000013 -0.099939999999999987 -0.082404999999999992 -0.063924999999999996 -0.064619999999999983 0.087575000000000014 -0.085584999999999981 -0.082234999999999989 0.089125000000000024 0.086920000000000011 -1.0000000180025095e-35 0.088865000000000013 -0.088909999999999989 0.091735000000000025 -0.082689999999999986 -0.082414999999999974 -0.098194999999999991 -0.45015499999999992 0.091650000000000009 -0.093764999999999987 -0.05860499999999999 0.087625000000000022 -1.0000000180025095e-35 0.087380000000000013 -0.010834999999999999 -0.0065549999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -5 8 -7 13 11 -11 -12 14 -9 16 -14 18 19 -18 -16 -22 23 -23 25 -25 -26 28 29 -28
right_child=1 -3 3 5 -6 7 -8 9 -10 10 12 -13 15 -15 20 -17 17 -19 -20 -21 21 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=-4.8130965964787723e-06 -8.4297775174491111e-06 4.9550785115570765e-06 8.4265930549268636e-06 4.4200255202171821e-06 -3.6931112907206459e-07 1.1520871667016763e-05 -1.4649650878709509e-05 -8.8513523594344772e-06 -1.9951238059815402e-07 1.983405019690627e-05 -1.0444995285070037e-05 -1.4773170343167814e-06 -7.0655622746175056e-06 -8.7613349169909535e-06 -6.0993158554496904e-06 6.8551309182592399e-06 9.4483972588932378e-06 6.7538116205209268e-06 -8.0248170217514381e-06 -1.333229870902465e-06 7.9574177107133444e-06 -8.0794761220204244e-06 4.9702890962902637e-06 1.3332157782098788e-05 -5.8862250084530395e-06 -4.272141036381072e-06 1.3280543148539438e-05 -4.9215284097074134e-06 -2.53262944887187e-08 -2.506295745011552e-06
leaf_weight=20 21 25 21 33 55 20 25 27 34 23 25 35 23 28 22 29 20 35 21 45 22 20 34 21 25 20 20 31 2320 21
leaf_count=20 21 25 21 33 55 20 25 27 34 23 25 35 23 28 22 29 20 35 21 45 22 20 34 21 25 20 20 31 2320 21
internal_value=0 3.10336e-08 -8.98625e-09 5.65652e-08 -2.59655e-06 -2.43798e-09 -3.79966e-06 7.29605e-08 4.14137e-06 -3.66806e-09 1.47062e-06 6.97374e-06 -1.4141e-07 -1.48217e-07 -5.48497e-08 1.34755e-06 2.38381e-07 1.62673e-06 -4.59867e-07 1.98419e-06 3.80711e-08 9.13554e-08 2.24647e-08 -4.54231e-08 1.99476e-08 4.74469e-06 -6.01992e-08 6.91584e-10 6.53205e-08 5.1946e-06
internal_weight=0 3101 3076 3000 76 2979 58 2921 54 2867 256 58 198 2611 2583 173 144 121 86 65 2556 2534 2512 2478 2458 41 2417 2392 2361 41
internal_count=3121 3101 3076 3000 76 2979 58 2921 54 2867 256 58 198 2611 2583 173 144 121 86 65 2556 2534 2512 2478 2458 41 2417 2392 2361 41
is_linear=0
shrinkage=0.1


Tree=6062
num_leaves=31
num_cat=0
split_feature=456 456 150 447 15 147 448 147 150 150 1374 4 1 0 1375 150 0 130 2 150 34 10 9 11 9 148 49 16 16 16
split_gain=4.12416e-08 1.18105e-07 8.33621e-08 1.72789e-07 1.57882e-07 1.27938e-07 2.44454e-07 8.32525e-08 4.98907e-08 6.1905e-08 4.21043e-07 2.81824e-07 5.66899e-07 4.8612e-07 2.64162e-07 1.18795e-07 7.97608e-08 7.72372e-08 9.45989e-08 7.72148e-08 7.5542e-08 1.21102e-07 4.07403e-07 2.11793e-07 8.17673e-08 6.56251e-08 7.53859e-08 6.64774e-08 2.15117e-07 1.52114e-07
threshold=-0.11319999999999998 -0.085409999999999986 0.12640500000000002 0.10121000000000001 -0.037864999999999989 0.093875000000000014 -0.050549999999999991 0.090755000000000016 0.11656000000000001 0.090480000000000019 0.079875000000000015 -0.010384999999999998 0.090130000000000016 -0.14001499999999997 0.097315000000000026 0.087865000000000013 -0.24955499999999997 -0.23123999999999997 0.31098000000000003 0.086135000000000017 -0.097449999999999981 0.053330000000000009 0.092410000000000006 -1.0000000180025095e-35 0.088235000000000022 -0.083779999999999979 -0.0087849999999999977 -0.0087049999999999992 -0.007794999999999999 -0.013324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 7 -7 8 9 14 11 -11 -13 -14 15 16 -3 -18 19 20 -19 23 -23 -22 25 26 -25 29 -29 -27
right_child=1 2 4 -5 -6 6 -8 -9 -10 10 -12 12 13 -15 -16 -17 17 18 -20 -21 21 22 -24 24 -26 27 -28 28 -30 -31
leaf_value=-3.8913284174458125e-06 7.6936431742069552e-06 5.379602279626178e-06 1.5610825141179486e-06 9.3088580103994911e-06 -1.0853523103833141e-05 1.4311070008261597e-06 -1.3204060499966937e-05 6.33834905827479e-06 -4.3415239850638992e-06 7.3087666098419708e-06 1.5166951007337221e-05 -1.2190658338649651e-05 1.5960276444957345e-05 -4.3051443624570872e-06 -1.0961109565373178e-05 6.2987452429297262e-06 6.1085815354999806e-06 6.0986179050814833e-06 -6.9806980991415916e-06 -5.5002394965150905e-06 9.7920252218583225e-06 -1.4652195876924848e-05 3.7894104389124549e-06 -1.2876557982301828e-07 -6.1320902866348426e-06 1.2313361168960636e-07 8.3541158619482297e-06 -1.0121641563879774e-05 -5.1879725822768872e-07 5.5703530739170881e-06
leaf_weight=27 20 27 21 20 20 25 21 21 26 36 21 39 20 29 22 30 20 20 20 26 22 23 25 22 22 1566 20 24 833 53
leaf_count=27 20 27 21 20 20 25 21 21 26 36 21 39 20 29 22 30 20 20 20 26 22 23 25 22 22 1566 20 24 833 53
internal_value=0 3.39673e-08 -1.58679e-08 4.46785e-08 -4.49482e-06 -1.68163e-08 -5.25017e-06 6.43209e-08 1.95977e-08 5.84296e-08 2.07271e-06 -1.44869e-07 -3.19408e-06 3.96646e-06 -4.68208e-08 4.03983e-08 -2.85515e-08 -8.27133e-08 -1.28986e-07 -7.73918e-08 -2.37819e-08 -7.06968e-08 -5.04719e-06 2.25396e-08 -6.2078e-08 -9.04372e-09 3.9107e-06 -7.55337e-08 -7.87722e-07 3.01455e-07
internal_weight=0 3094 3074 3033 41 3013 46 2967 2946 2920 145 124 88 49 2775 2753 2723 2696 2676 2656 2630 2610 48 2562 2540 2518 42 2476 857 1619
internal_count=3121 3094 3074 3033 41 3013 46 2967 2946 2920 145 124 88 49 2775 2753 2723 2696 2676 2656 2630 2610 48 2562 2540 2518 42 2476 857 1619
is_linear=0
shrinkage=0.1


Tree=6063
num_leaves=31
num_cat=0
split_feature=1213 1213 1210 12 2 12 1210 1209 1209 1204 399 1212 1212 1453 481 1212 42 133 15 0 12 401 43 1213 133 1203 1446 133 403 133
split_gain=3.98727e-08 1.46228e-07 1.28191e-07 5.08081e-07 9.20657e-08 9.59824e-08 9.17458e-08 6.33155e-08 9.80537e-08 5.92579e-08 5.88265e-08 6.39868e-08 3.03312e-07 2.55207e-07 1.46851e-07 1.1215e-07 2.68002e-07 2.64334e-07 1.61843e-07 2.13786e-07 1.0835e-07 1.00887e-07 2.74283e-07 1.01565e-07 1.32985e-07 1.35908e-07 8.48428e-08 4.48305e-07 2.77449e-07 2.36168e-07
threshold=-0.24064499999999997 -0.41627499999999995 -0.13847499999999999 0.092355000000000007 0.088930000000000023 0.087145000000000014 -0.090569999999999998 -0.084519999999999984 -0.069599999999999981 -0.098194999999999991 -0.088409999999999989 0.087505000000000013 0.08815000000000002 -0.15270999999999998 -0.076669999999999988 0.13631000000000001 0.09858500000000002 -0.012979999999999998 0.088235000000000022 -0.080869999999999984 0.089150000000000021 -1.0000000180025095e-35 0.055925000000000009 0.11076500000000002 0.50628500000000021 0.089165000000000008 0.083715000000000026 0.10995500000000001 -0.53762499999999991 0.086990000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 -1 -4 -8 -9 -10 -11 13 -13 -12 -14 16 17 20 19 -19 -16 22 -15 24 25 26 28 29 -23 -28
right_child=2 -3 6 -5 -6 -7 7 8 9 10 11 12 14 21 15 -17 -18 18 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=2.1645756248744875e-06 -3.1498489200032512e-06 -9.3818527862562677e-06 -6.6097694554758035e-06 1.6591501116636211e-05 4.8749768362418204e-06 -6.5268971470518249e-06 -4.2044704991894829e-06 6.4397163365962726e-06 -5.0342339531910159e-06 4.7076251338172301e-06 -1.1376927076298671e-05 1.3379960792008204e-05 -7.2367805180626666e-06 -9.9994766170504704e-06 -6.4368472370309371e-07 -4.7133163731744467e-06 1.2366907748915054e-05 6.1571620989298029e-06 9.8158999193742612e-06 -6.4824082553217437e-06 -9.5575516594408339e-06 -1.0899455295051061e-05 4.6199261475976534e-06 -5.146789633088063e-06 6.9840293763588449e-06 6.7430698072712404e-06 2.0570912932763956e-06 1.4470618345512775e-05 -8.9399048424689105e-08 -6.9397328876509687e-06
leaf_weight=24 32 21 21 22 26 27 35 24 23 27 20 20 22 33 30 26 23 32 32 23 25 24 21 37 28 30 138 25 2213 37
leaf_count=24 32 21 21 22 26 27 35 24 23 27 20 20 22 33 30 26 23 32 32 23 25 24 21 37 28 30 138 25 2213 37
internal_value=0 -1.98516e-06 6.43605e-08 4.89292e-06 3.21168e-08 -2.43679e-06 -2.34612e-08 2.34562e-08 7.42552e-08 2.1375e-08 6.19468e-08 1.77646e-08 1.60548e-06 -1.24191e-07 4.99891e-07 1.39103e-06 2.35292e-06 7.30938e-07 4.16141e-06 8.71524e-07 -4.69544e-06 -3.71631e-08 -4.31415e-06 5.40524e-08 1.31179e-07 5.34005e-08 -2.89508e-08 1.94437e-06 -2.05376e-07 1.54906e-07
internal_weight=0 98 3023 54 77 51 2969 2948 2913 2889 2866 2839 233 2606 213 191 165 142 87 55 55 2586 54 2532 2495 2467 2437 200 2237 175
internal_count=3121 98 3023 54 77 51 2969 2948 2913 2889 2866 2839 233 2606 213 191 165 142 87 55 55 2586 54 2532 2495 2467 2437 200 2237 175
is_linear=0
shrinkage=0.1


Tree=6064
num_leaves=31
num_cat=0
split_feature=480 133 42 133 52 480 4 51 3 1447 4 1447 154 157 1420 52 1 155 475 3 157 160 157 1374 16 157 157 160 157 49
split_gain=4.03235e-08 3.20543e-07 9.58847e-07 4.94759e-07 3.6572e-07 3.13635e-07 1.37324e-07 7.31778e-08 7.8371e-08 6.4606e-08 4.58984e-07 2.01306e-07 5.79914e-08 9.40159e-08 5.91392e-08 9.84279e-08 3.43644e-07 4.11051e-07 1.43929e-07 1.47057e-07 7.12881e-08 2.85497e-07 2.3158e-07 1.49464e-07 5.78792e-07 3.58797e-07 7.79745e-08 1.47406e-07 1.38623e-07 7.89281e-08
threshold=0.086995000000000017 0.091935000000000003 0.091205000000000008 0.085635000000000003 0.40674500000000008 0.085815000000000016 -0.046564999999999988 -0.0078149999999999973 -0.075634999999999994 -0.085709999999999995 -0.081609999999999988 -0.084334999999999979 0.084190000000000001 0.63604500000000008 -0.08341999999999998 -0.55061999999999989 0.10672000000000002 0.11562500000000002 0.058495000000000012 -0.081054999999999974 -0.087424999999999989 -0.089549999999999991 -0.086394999999999986 0.088460000000000011 -0.087659999999999988 -0.083699999999999983 -0.081749999999999975 -0.082179999999999989 -0.080544999999999992 -0.14715999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 6 9 -2 -8 -9 10 -1 -11 13 14 -13 16 17 -16 20 -20 21 -17 -22 25 -25 -24 27 -27 -28 -30
right_child=1 2 -4 -5 -6 -7 7 8 -10 11 -12 12 -14 -15 15 18 -18 -19 19 -21 22 -23 23 24 -26 26 28 -29 29 -31
leaf_value=-1.4336307860612184e-05 6.9165551277082766e-06 -2.5322967562715352e-05 2.4255986238069288e-06 1.5644115433133265e-05 -1.3689710722246672e-05 1.1989379299848225e-05 -4.9182317847988731e-06 5.5419132867546466e-06 -2.4716376685773868e-06 9.3903364161277483e-06 3.6527929990837505e-06 4.09121932794473e-06 5.2320939825481877e-06 -6.8742573080271543e-06 4.4675049099061973e-07 3.176951082650703e-06 7.4065457407744944e-06 -1.5612964968264957e-05 1.1514752217904475e-05 7.8745291454612487e-08 9.6276313211092219e-06 -9.8800100286925136e-06 1.1333094289511792e-05 3.0484434810696748e-06 -1.6647922117044802e-05 -1.0055403790622884e-05 7.9287741775922107e-06 1.1680145598802483e-06 -3.3060460917432191e-06 5.6662856341522589e-08
leaf_weight=23 29 20 33 20 20 22 31 23 26 23 37 35 21 20 34 34 22 30 22 23 25 33 28 37 25 22 22 25 72 2284
leaf_count=23 29 20 33 20 20 22 31 23 26 23 37 35 21 20 34 34 22 30 22 23 25 33 28 37 25 22 22 25 72 2284
internal_value=0 -1.36639e-06 -8.04556e-06 1.00943e-06 -1.25952e-06 9.4556e-08 1.02125e-06 -1.1158e-06 1.28983e-06 4.226e-09 -3.24303e-06 7.29025e-08 -3.25277e-09 -4.26163e-08 6.65629e-09 -4.55569e-08 -3.37506e-06 -7.08124e-06 6.24135e-08 5.66968e-06 -3.43748e-08 -3.25409e-06 5.05547e-08 -4.46449e-08 -4.89364e-06 7.79143e-08 -5.20424e-08 -4.0855e-06 2.76769e-08 -4.61024e-08
internal_weight=0 202 53 149 129 2919 109 80 49 2897 60 2837 2814 2793 2773 2738 86 64 2652 45 2607 67 2540 2515 62 2453 2425 47 2378 2356
internal_count=3121 202 53 149 129 2919 109 80 49 2897 60 2837 2814 2793 2773 2738 86 64 2652 45 2607 67 2540 2515 62 2453 2425 47 2378 2356
is_linear=0
shrinkage=0.1


Tree=6065
num_leaves=31
num_cat=0
split_feature=0 1210 401 1186 132 15 1204 2 393 1373 0 2 481 12 12 0 13 0 1213 12 1208 0 15 12 0 4 1213 9 2 1186
split_gain=3.96196e-08 5.31545e-07 4.15924e-07 1.73366e-07 2.04151e-07 1.9868e-06 1.15249e-06 2.54216e-07 1.57667e-07 1.47452e-07 1.20712e-07 3.40038e-07 4.11355e-07 2.5976e-07 2.21441e-07 1.63937e-07 6.12319e-07 2.98309e-07 2.10379e-07 2.0477e-07 1.91432e-07 5.35245e-07 1.53137e-07 1.50797e-07 1.26424e-07 1.67554e-07 1.19682e-07 1.1468e-07 1.58381e-07 1.03909e-07
threshold=-0.083804999999999977 -0.41266499999999995 0.11602000000000001 -0.089559999999999987 -0.083284999999999984 0.091915000000000011 -0.082199999999999981 0.084415000000000004 0.10585500000000002 0.085770000000000013 -0.080689999999999984 0.092875000000000013 -0.084329999999999988 0.086210000000000023 0.087145000000000014 -0.079829999999999998 -0.070304999999999992 -0.079459999999999989 0.104315 0.090455000000000021 0.092250000000000013 -0.067094999999999988 0.088990000000000014 0.089410000000000003 -0.08317999999999999 -0.033174999999999989 0.0036000000000000003 0.088235000000000022 -0.0050599999999999994 -0.088589999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 27 -3 5 7 -6 -5 9 10 11 12 -8 -14 -15 16 -12 -17 20 -18 26 -22 24 -24 -16 -26 -19 28 -1 -30
right_child=1 3 -4 4 6 -7 8 -9 -10 -11 15 -13 13 14 22 17 19 18 -20 -21 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=6.9005329649485253e-06 1.6148356492825164e-05 -8.4845768192874101e-06 -1.4345561891916858e-05 -1.2198005341090835e-05 -2.0910371015886014e-05 3.2032196711606091e-05 -1.2560509185277624e-05 7.1823560716666184e-07 8.7325513546106375e-06 -7.7401300369155773e-06 -1.566618555443711e-05 1.3202279592405831e-05 -5.3336878101403914e-06 1.3151481995047712e-05 -7.0229685525191598e-06 1.233346074286601e-05 -3.5323133516840247e-06 2.1238734514105493e-07 7.2192528606161116e-06 9.9891575787513005e-06 -1.7355483081028859e-05 4.2183507700784785e-06 1.6563598644727162e-06 1.2648671349779762e-05 -1.988028820425611e-06 9.5470242132478231e-06 -6.5374719404779307e-06 -6.8876273435307666e-06 5.7107500542142908e-06 -3.3729613896700236e-07
leaf_weight=32 21 23 21 20 26 21 20 64 22 23 30 26 34 24 20 20 24 970 39 21 23 23 26 24 34 20 27 25 29 1389
leaf_count=32 21 23 21 20 26 21 20 64 22 23 30 26 34 24 20 20 24 970 39 21 23 23 26 24 34 20 27 25 29 1389
internal_value=0 3.41858e-07 -3.71339e-07 1.34915e-07 2.60309e-07 4.52079e-06 -4.2774e-08 -2.35706e-06 3.31404e-07 2.01974e-07 3.31987e-07 2.43799e-06 1.05248e-06 2.54842e-06 4.35917e-06 -7.59718e-08 -4.59985e-06 2.31915e-07 8.22625e-09 2.77771e-06 -2.61409e-07 -6.56857e-06 2.65743e-06 6.93267e-06 -2.31241e-07 2.28421e-06 2.95928e-08 -1.72384e-07 -5.66038e-08 -2.13605e-07
internal_weight=0 1625 1496 1604 1581 105 1476 84 1450 1428 1405 228 202 182 148 1177 75 1102 1082 45 1043 46 124 50 74 54 997 1475 1450 1418
internal_count=3121 1625 1496 1604 1581 105 1476 84 1450 1428 1405 228 202 182 148 1177 75 1102 1082 45 1043 46 124 50 74 54 997 1475 1450 1418
is_linear=0
shrinkage=0.1


Tree=6066
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 43 43 132 2 2 132 1420 157 472 11 12 155 157 12 1426 156 1429 0 481 1447 2 1447 1456 133 403 403
split_gain=5.05439e-08 2.46307e-07 1.54053e-07 8.28829e-08 7.01837e-08 6.26098e-08 6.90108e-08 1.68906e-07 1.10576e-07 9.9084e-08 4.23821e-08 1.19461e-07 1.29713e-07 6.66491e-08 2.4239e-07 5.65923e-07 2.1971e-07 1.67068e-07 5.89085e-08 7.33609e-08 7.07526e-08 1.75968e-07 5.57296e-08 4.35344e-07 4.78081e-07 2.98161e-07 8.9845e-08 3.79729e-07 2.57374e-07 7.75274e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.013819999999999997 -0.0051099999999999991 -0.41094499999999995 0.089725000000000013 0.10136500000000002 -0.1075 -0.079539999999999986 -0.090569999999999998 -0.081069999999999989 0.088215000000000002 0.10149500000000002 0.11854500000000001 -0.42132499999999995 0.10742000000000002 -0.078524999999999998 0.12794000000000003 -0.060529999999999994 -0.080499999999999988 -0.086484999999999992 -0.085684999999999997 0.085485000000000019 0.059120000000000013 0.085790000000000019 0.11224500000000003 -0.55327499999999985 -0.54856499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -7 9 -8 11 -3 -13 16 15 -15 -12 -16 -18 20 21 -20 23 -22 -25 -26 28 -28 -24 -30
right_child=1 10 -4 -5 5 6 8 -9 -10 -11 13 12 -14 14 17 -17 18 -19 19 -21 22 -23 26 24 25 -27 27 -29 29 -31
leaf_value=-4.0434170642811296e-06 1.0902066077549189e-05 4.2391516899442651e-06 -8.8489645149820722e-06 -6.4538979174921271e-06 5.1151177316452024e-06 -3.769928785004595e-06 5.3038403696821971e-06 8.5595340701729591e-06 -7.6089514491088826e-06 -4.1018952006630752e-06 -1.044386905277861e-05 -6.6356507534604338e-07 -1.0703652085133151e-05 -2.615921269466526e-06 -8.7648129589400593e-06 1.8678765502500028e-05 4.6391116175722608e-06 2.4853698326324145e-06 -1.2372496263620194e-06 -4.8079739210680279e-06 1.3176402899262031e-05 1.0782447524044464e-05 1.13470542532923e-05 -1.1374095823460571e-05 -2.6909376095357838e-06 1.400383145686135e-05 9.5231238598595766e-08 -1.4302391298809633e-05 -5.9536922476995236e-06 1.0741292097874355e-08
leaf_weight=32 21 20 25 21 31 20 24 25 23 21 20 31 22 26 22 24 28 33 29 31 27 21 20 30 23 20 90 23 22 2316
leaf_count=32 21 20 25 21 31 20 24 25 23 21 20 31 22 26 22 24 28 33 29 31 27 21 20 30 23 20 90 23 22 2316
internal_value=0 1.11363e-07 -1.45424e-06 -5.15819e-07 1.92702e-07 1.13406e-06 4.19138e-08 3.07977e-06 -1.96843e-06 9.14497e-07 3.26265e-08 -2.34613e-06 -4.83115e-06 9.45337e-08 2.56636e-06 7.60553e-06 -1.59286e-09 -2.0147e-06 7.63346e-08 2.81605e-08 8.53601e-08 3.81102e-06 1.29045e-08 2.32725e-06 -1.68545e-06 5.07407e-06 -8.07558e-08 -2.83526e-06 5.12454e-08 -4.53825e-08
internal_weight=0 2899 222 197 176 144 113 45 68 45 2878 73 53 2805 105 50 2700 55 2680 2652 2621 50 2571 100 73 43 2471 113 2358 2338
internal_count=3121 2899 222 197 176 144 113 45 68 45 2878 73 53 2805 105 50 2700 55 2680 2652 2621 50 2571 100 73 43 2471 113 2358 2338
is_linear=0
shrinkage=0.1


Tree=6067
num_leaves=31
num_cat=0
split_feature=159 481 160 4 1447 481 1447 484 12 475 51 475 51 156 155 376 1 1 376 33 124 12 13 1 45 1456 15 2 15 13
split_gain=4.52552e-08 8.06156e-08 6.8255e-08 2.87361e-07 5.53905e-08 6.61325e-07 2.80784e-07 2.66925e-07 1.34398e-07 4.70331e-08 3.94451e-07 2.23819e-07 1.90293e-07 2.61969e-07 6.23823e-08 4.4281e-08 9.68877e-08 1.7069e-07 7.48992e-08 7.33966e-08 5.64185e-08 8.67274e-08 2.16493e-07 2.77583e-07 1.44269e-07 9.64359e-08 9.29245e-08 7.27557e-07 5.22656e-07 4.38106e-07
threshold=0.24213000000000004 -0.16223499999999996 -0.55045999999999984 -0.081609999999999988 -0.086279999999999982 -0.086354999999999987 -0.085644999999999985 -0.081614999999999979 0.087075000000000014 -0.086279999999999982 -0.085734999999999992 -0.085599999999999996 -0.12463499999999998 0.087610000000000007 0.11958000000000001 0.087010000000000018 0.12577000000000002 0.13707500000000003 0.085090000000000013 -0.018454999999999996 -0.086289999999999992 -0.010834999999999999 -0.0034749999999999994 0.095285000000000022 0.084355000000000013 0.11772000000000001 -0.10203999999999998 -1.0000000180025095e-35 -0.096999999999999989 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -6 -7 -9 10 12 -11 14 -14 -8 18 -17 -18 19 -13 -21 22 -22 -24 25 26 27 -23 29 -28
right_child=-2 2 4 -5 6 7 9 8 -10 11 -12 15 13 -15 -16 16 17 -19 -20 20 21 24 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-6.0632187734716517e-06 4.6265537440333339e-06 -4.4279710061306581e-06 -1.8065168604780847e-05 1.0916829842244626e-05 1.1549697990717722e-05 1.128245279150261e-05 -2.5535906291094891e-07 -6.9166688280557333e-06 3.4607375937412145e-06 1.0320150951364279e-05 -1.0704229171588432e-05 5.6885590145777152e-06 1.8039218300853261e-07 1.4454633114837634e-05 -7.567714847027674e-06 6.4130561179009623e-06 -7.5469922444426638e-06 5.0846186389247563e-06 -6.0591527731698344e-06 2.3076507172894496e-06 -5.707977800669804e-07 1.7934695377334722e-05 -3.041489549104881e-08 -1.6308177458768116e-05 6.6474016165329887e-06 -6.0548408816464001e-06 -1.3741345572357422e-06 9.451251961830198e-08 -5.2223101652327667e-08 -2.2054444525565489e-05
leaf_weight=22 21 23 21 26 21 22 28 26 24 21 37 22 36 20 20 33 20 23 21 93 177 25 20 22 32 27 21 267 1930 20
leaf_count=22 21 23 21 26 21 22 28 26 24 21 37 22 36 20 20 33 20 23 21 93 177 25 20 22 32 27 21 267 1930 20
internal_value=0 -3.13537e-08 1.1759e-08 3.71417e-06 -4.81347e-08 -2.45086e-06 2.79735e-08 2.10331e-06 -1.93551e-06 -5.50303e-08 -1.8367e-06 3.55302e-08 1.3181e-06 5.27834e-06 -3.30217e-06 -4.29214e-08 2.33733e-06 -7.90549e-07 -1.10497e-07 -6.34629e-08 -1.11506e-07 -2.00046e-07 -2.10237e-06 -8.55686e-06 -2.06279e-08 -1.13806e-07 -4.29227e-08 1.62193e-06 -2.89567e-07 -1.14621e-05
internal_weight=0 3100 3078 49 3029 93 2936 72 50 2915 141 2774 104 56 48 2753 76 43 2677 2656 2634 2541 219 42 2322 2290 2263 292 1971 41
internal_count=3121 3100 3078 49 3029 93 2936 72 50 2915 141 2774 104 56 48 2753 76 43 2677 2656 2634 2541 219 42 2322 2290 2263 292 1971 41
is_linear=0
shrinkage=0.1


Tree=6068
num_leaves=31
num_cat=0
split_feature=401 132 1185 1203 401 3 1209 1210 1210 1208 1208 1209 2 1210 1210 1210 43 43 403 3 3 12 3 130 133 3 0 1204 394 390
split_gain=4.31426e-08 5.50448e-08 2.02126e-07 1.37092e-07 5.8518e-08 1.23033e-07 9.60875e-08 5.07518e-08 9.39225e-08 7.04617e-08 7.75613e-08 5.29603e-08 1.09933e-07 5.85425e-08 1.21614e-07 5.7793e-08 4.07488e-08 2.87e-07 1.53644e-07 7.05853e-07 9.4181e-08 1.89042e-07 3.80679e-07 9.00513e-08 1.29068e-07 1.36128e-07 1.51735e-07 8.68903e-08 8.79951e-08 1.36405e-07
threshold=0.13837000000000002 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11769000000000002 -0.076514999999999986 -0.093169999999999989 -0.13847499999999999 -0.090569999999999998 0.11846000000000001 0.10233500000000001 0.087485000000000021 0.084855000000000014 -0.079504999999999978 -0.064344999999999999 -0.0084249999999999985 0.060960000000000007 0.055925000000000009 -0.43370499999999995 -0.085784999999999986 -0.087429999999999994 0.087005000000000013 0.0022600000000000003 0.096970000000000015 -0.14643999999999999 -0.070099999999999982 -0.076899999999999982 -1.0000000180025095e-35 -0.12099999999999998 0.090205000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -4 -8 -9 10 11 13 -13 -10 -15 -16 17 18 19 -17 -18 22 -22 24 -23 26 -26 -20 -29 -30
right_child=-2 2 4 -5 5 -7 7 8 9 -11 -12 12 -14 14 15 16 20 -19 27 -21 21 23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-5.3787945075758718e-07 -4.5172814463426009e-06 9.9211544823317276e-06 -6.8936751506498695e-06 -8.0355556231584818e-06 -1.1048634868464952e-06 8.6524003260516725e-06 3.8464780988890978e-06 -6.8134956131871157e-06 -4.1805248518798958e-06 5.8345724028185943e-06 -5.6399367991843976e-06 8.8358799898525756e-06 -2.6828329535217365e-07 7.6371724270800416e-06 -3.8746807822582539e-06 7.2791598237624086e-06 1.8858492586858982e-06 1.0254427577040459e-05 6.7558695945990628e-06 -1.6091678154290484e-05 -1.8244565555392001e-05 4.9098971821283911e-06 -8.5767922909700941e-07 -6.0740700874979991e-06 -1.099945315534411e-05 3.316802173382409e-06 9.101816522161244e-07 6.4264829254832213e-06 1.4900162507684099e-07 -7.9501479928824533e-06
leaf_weight=189 21 21 20 28 28 24 35 20 33 21 24 21 36 21 38 24 76 28 20 28 20 46 34 23 23 30 20 22 2126 21
leaf_count=189 21 21 20 28 28 24 35 20 33 21 24 21 36 21 38 24 76 28 20 28 20 46 34 23 23 30 20 22 2126 21
internal_value=0 3.06025e-08 1.4621e-07 -1.50532e-06 7.44858e-08 3.39849e-06 1.2974e-08 6.2484e-08 1.44115e-08 6.43413e-08 1.96933e-08 7.01881e-08 3.08588e-06 4.90341e-09 5.80262e-08 -3.68849e-09 5.42012e-08 1.92852e-07 6.71384e-08 -5.30514e-06 -1.10241e-06 -2.26112e-06 -7.29727e-06 -3.45972e-07 7.61139e-07 -1.85315e-06 -5.46009e-06 1.94758e-07 1.34259e-07 6.97831e-08
internal_weight=0 3100 2883 217 2862 52 2810 2790 2755 2735 2714 2690 57 2633 2600 2579 2541 2269 2241 52 272 196 54 142 119 73 43 2189 2169 2147
internal_count=3121 3100 2883 217 2862 52 2810 2790 2755 2735 2714 2690 57 2633 2600 2579 2541 2269 2241 52 272 196 54 142 119 73 43 2189 2169 2147
is_linear=0
shrinkage=0.1


Tree=6069
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1210 1210 1209 132 50 1185 1203 131 400 400 130 400 1212 43 42 16 1210 1209 1209 401 0 15 1212 133 402 401 391
split_gain=4.04341e-08 6.41902e-08 7.52971e-08 1.55249e-07 5.40269e-08 5.02033e-08 4.16814e-08 1.17131e-06 6.99191e-07 2.08321e-07 7.30583e-08 7.95173e-08 4.48497e-08 1.31585e-07 4.92659e-08 4.43785e-08 2.97487e-07 2.91948e-07 2.85467e-07 9.50248e-08 5.07661e-08 1.10926e-07 5.76856e-08 4.05523e-07 9.51127e-08 8.83497e-08 8.59892e-08 1.13267e-07 4.95764e-08 1.62936e-07
threshold=0.11531000000000001 0.10233500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 0.10344000000000002 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.076979999999999979 0.11741500000000001 -0.081749999999999975 0.084580000000000016 -0.059294999999999994 -0.089079999999999979 -0.0047449999999999992 0.085465000000000013 -0.091354999999999978 -0.082214999999999983 -0.084519999999999984 -0.067109999999999989 -1.0000000180025095e-35 -0.072594999999999979 0.095175000000000023 -0.009474999999999999 0.50628500000000021 -0.095444999999999988 0.10632500000000002 -0.087114999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 9 -8 10 -6 -12 13 -10 -14 16 17 -16 -18 -17 -21 -22 23 24 -23 -24 27 -27 29 -29
right_child=-2 -3 -4 4 5 -7 8 -9 12 -11 11 -13 14 -15 15 19 18 -19 -20 20 21 22 25 -25 -26 26 -28 28 -30 -31
leaf_value=8.6067279166205229e-06 -3.716623819102473e-06 4.4903925243033884e-06 -4.9151415917168054e-06 -4.9587929590250665e-06 5.4153511159297937e-06 4.4774205234716649e-06 -1.7881766110473438e-05 2.4349755749426551e-05 6.8648935859638388e-06 -1.0753074379863393e-05 1.6352713871691821e-07 -6.6239292846148605e-06 -4.0710191312124762e-06 -2.9882672843877634e-06 -5.8002831751351062e-07 6.9533162422885649e-06 1.2205933940094839e-05 -1.7273680059588516e-05 -2.2550950382347491e-06 -4.7495880938764793e-06 7.492675914591018e-06 -1.3431875791306644e-06 6.2669312746305413e-06 -1.3063879918263412e-05 7.7052159169744259e-06 -6.5945330753982918e-06 5.1881420162658289e-06 -8.9976183721773841e-06 4.0148976216686055e-06 6.7955450586027427e-08
leaf_weight=21 29 32 31 22 22 25 22 20 33 20 126 20 30 23 22 20 20 20 43 22 20 26 23 25 21 26 32 20 31 2274
leaf_count=21 29 32 31 22 22 25 22 20 33 20 126 20 30 23 22 20 20 20 43 22 20 26 23 25 21 26 32 20 31 2274
internal_value=0 3.48518e-08 -1.17421e-08 3.84413e-08 -2.13772e-08 1.50003e-08 -2.26764e-08 1.34229e-06 -1.25805e-07 -1.10531e-06 4.32355e-08 -7.66261e-07 1.72307e-08 2.81806e-06 -4.14035e-08 4.30102e-09 -2.01033e-06 -8.52939e-06 2.33571e-06 8.7583e-08 3.30931e-08 7.52143e-08 1.53478e-08 -2.77375e-06 2.69972e-06 9.88122e-08 3.92794e-08 -3.08029e-08 4.25979e-08 -1.10818e-08
internal_weight=0 3092 3060 3029 3008 2986 2961 208 2753 188 168 146 2731 56 2675 2645 105 42 63 2540 2520 2498 2478 72 47 2406 2383 2351 2325 2294
internal_count=3121 3092 3060 3029 3008 2986 2961 208 2753 188 168 146 2731 56 2675 2645 105 42 63 2540 2520 2498 2478 72 47 2406 2383 2351 2325 2294
is_linear=0
shrinkage=0.1


Tree=6070
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 42 42 1 16 42 131 131 1456 483 129 42 49 13 2 43 13 131 480 481 480 131 13 1420 1429 16 51
split_gain=3.98943e-08 2.38499e-07 1.13232e-07 6.10564e-08 4.74887e-08 9.3066e-08 6.96717e-08 5.41948e-08 1.03665e-07 4.31315e-08 3.95793e-07 1.42779e-07 1.15591e-07 1.26595e-07 1.5463e-07 1.31016e-07 1.59548e-07 2.23447e-07 1.44864e-07 1.30042e-07 1.27068e-07 1.15562e-07 5.92706e-07 1.17726e-07 1.04497e-07 8.36721e-08 6.65471e-08 6.92828e-08 7.14331e-08 9.9247e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.021469999999999996 -0.010544999999999997 0.083135000000000014 -0.095094999999999985 -0.076394999999999977 0.091360000000000011 0.090385000000000007 -0.052299999999999992 0.094820000000000002 0.080675000000000011 -0.092459999999999987 -0.015259999999999998 -0.077799999999999994 0.081685000000000021 -0.082144999999999982 -0.072309999999999985 0.11644500000000001 0.11191000000000002 -0.0050099999999999988 0.10344000000000002 0.089915000000000009 -0.0075049999999999987 -0.085109999999999991 0.11475 0.63636000000000015 0.14722500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 -1 -9 10 21 -11 13 14 -13 -16 17 -17 20 -20 -18 23 -23 24 26 -21 -3 28 29 -28
right_child=1 9 -4 -5 5 -7 -8 8 -10 11 -12 12 -14 -15 15 16 18 -19 19 25 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.3842383911396608e-06 1.0717222279968805e-05 -4.4689602044159346e-06 -7.6317283674143255e-06 -5.5840333483761899e-06 7.5149049797056989e-06 -2.8996046603424478e-07 -6.1033268178542368e-06 -1.8211054318663226e-06 6.5611452764642317e-06 8.3541335479822025e-06 -1.2901034465073737e-05 9.4224799823905428e-06 -6.1676149115896811e-06 -4.9854028456901427e-06 -6.7458474745762949e-06 1.1111291935448108e-05 8.9974225408729611e-06 -7.9966665218478288e-07 -9.2403913776078783e-06 1.6559076744159573e-06 -1.117386326986098e-06 1.7662678692431656e-05 -6.1231365459041803e-06 -6.9138388098508593e-06 7.1820773769104566e-06 -5.4896129871968188e-06 -1.2517706438526563e-07 4.3402750836523612e-06 -4.6304962044065616e-06 3.8088996444512861e-06
leaf_weight=20 21 34 25 21 22 50 23 36 25 25 24 24 24 31 20 36 27 28 21 57 23 20 22 25 20 23 2258 36 34 66
leaf_count=20 21 34 25 21 22 50 23 36 25 25 24 24 24 31 20 36 27 28 21 57 23 20 22 25 20 23 2258 36 34 66
internal_value=0 9.89349e-08 -1.29198e-06 -4.87448e-07 1.20667e-07 2.09486e-06 -1.24608e-06 1.33137e-07 1.61424e-06 2.14561e-08 -1.19999e-07 1.08091e-06 5.01835e-07 1.05379e-06 1.77663e-06 9.95774e-07 1.71592e-06 5.90025e-06 -5.75633e-08 -2.23686e-06 4.34461e-06 1.96664e-09 5.20344e-06 -8.63722e-08 -1.66473e-08 -3.9843e-07 -7.59448e-08 -1.35545e-08 -8.00252e-08 -1.3452e-08
internal_weight=0 2899 222 197 176 72 104 81 61 2878 2539 339 314 290 259 235 215 64 151 101 50 2515 42 2473 2448 80 2428 2394 2358 2324
internal_count=3121 2899 222 197 176 72 104 81 61 2878 2539 339 314 290 259 235 215 64 151 101 50 2515 42 2473 2448 80 2428 2394 2358 2324
is_linear=0
shrinkage=0.1


Tree=6071
num_leaves=31
num_cat=0
split_feature=132 1186 393 393 50 130 132 0 2 1213 13 133 133 13 159 481 49 52 43 13 0 160 0 43 2 160 3 484 157 484
split_gain=3.95494e-08 1.18376e-06 6.72947e-07 1.39189e-07 7.54012e-08 4.04382e-08 8.74236e-08 1.02237e-07 8.01801e-08 5.98821e-08 3.92418e-08 4.23974e-07 3.91774e-07 1.50562e-07 2.73716e-07 4.59764e-07 2.78994e-07 2.88425e-07 2.18397e-07 2.03518e-07 1.64353e-07 1.41094e-07 3.02076e-07 1.29385e-07 2.96347e-07 3.4901e-07 3.56308e-07 2.44269e-07 7.88847e-07 3.03626e-07
threshold=-0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.10317000000000003 0.09227500000000001 0.10923000000000001 -0.26631499999999991 -0.082084999999999977 0.097385000000000013 1.0000000180025095e-35 -0.084034999999999985 0.11524500000000001 0.10622000000000002 -0.081829999999999986 -0.08569499999999998 -0.07496499999999999 -0.0081349999999999981 -0.018574999999999998 -0.073959999999999984 -0.081224999999999978 -0.083804999999999977 -0.52800499999999995 -0.080309999999999979 -0.085739999999999997 0.086825000000000013 -0.087874999999999995 -0.098469999999999988 0.086135000000000017 -0.084764999999999993 0.065750000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 5 6 -1 9 -7 -8 11 12 23 14 -12 -16 -17 20 -19 -15 -18 22 -21 24 -2 -26 -27 29 -29 -25
right_child=2 -3 -4 -5 -6 8 7 -9 -10 -11 13 -13 -14 19 15 16 17 18 -20 21 -22 -23 -24 27 25 26 -28 28 -30 -31
leaf_value=7.3193380268838332e-06 3.4194341657073496e-06 2.3296296891120702e-05 -1.8377691785076425e-05 -8.8562067243661404e-06 -5.1052283247877818e-06 -6.5856159017130265e-06 -4.172017718072031e-06 6.4370519379508557e-06 1.9092118927801498e-06 2.2614946552177731e-06 -6.4635662435345395e-06 -1.4559641121671857e-05 1.299454952872607e-05 -7.7533537051115698e-06 1.8322271617679772e-05 1.3024924173805632e-05 1.2303550629439999e-05 -1.3539756823774952e-05 8.9871231962619777e-07 1.3204764099555178e-05 -2.217171806312928e-07 2.0054848149940933e-08 -2.1904737947737045e-06 -2.9180713647654895e-07 2.5815284061536659e-06 -1.5221494886025705e-06 -1.7854766557481044e-05 2.2348251063704084e-05 8.7125764098462431e-08 -1.1534031396877253e-05
leaf_weight=22 41 22 20 21 27 20 39 20 25 23 24 21 22 33 22 20 20 20 22 25 22 1744 26 615 26 22 34 20 78 25
leaf_count=22 41 22 20 21 27 20 39 20 25 23 24 21 22 33 22 20 20 20 22 25 22 1744 26 615 26 22 34 20 78 25
internal_value=0 1.29583e-06 -9.77932e-08 -1.16107e-06 -2.42904e-07 6.38189e-07 1.72185e-06 2.20082e-07 -1.86627e-06 -1.78539e-06 2.90624e-08 -5.16766e-07 -1.82791e-07 2.78521e-07 3.32422e-06 5.18856e-06 2.41027e-06 -1.17027e-07 -5.97675e-06 2.86005e-08 5.7427e-06 1.71667e-07 5.35621e-06 -5.19494e-07 -3.52222e-06 -6.99304e-06 -1.14384e-05 -1.90398e-08 4.63021e-06 -7.30957e-07
internal_weight=0 219 2902 197 176 149 104 82 45 62 2882 904 883 1978 150 126 104 84 42 1828 42 1795 51 861 123 82 56 738 98 640
internal_count=3121 219 2902 197 176 149 104 82 45 62 2882 904 883 1978 150 126 104 84 42 1828 42 1795 51 861 123 82 56 738 98 640
is_linear=0
shrinkage=0.1


Tree=6072
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 131 132 399 398 2 129 0 4 42 3 3 2 403 394 390 41 33 2 34 131 131 480 130 42 400 0
split_gain=3.87957e-08 2.25916e-07 1.06314e-07 5.11084e-08 4.29751e-08 7.63847e-08 6.57282e-08 6.11314e-08 6.63258e-08 3.99481e-08 1.89508e-07 9.66475e-08 1.22953e-07 1.16562e-07 1.80709e-07 1.13844e-07 9.76698e-08 9.17963e-08 8.25916e-08 7.79774e-08 1.7133e-07 1.55724e-07 6.16906e-08 7.02203e-08 2.71633e-07 1.08664e-07 9.71557e-08 2.7973e-07 2.59251e-07 1.00051e-07
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.076979999999999979 -0.40070499999999992 0.086815000000000017 0.10586000000000002 0.085485000000000019 0.084115000000000009 -0.14454499999999995 -0.078439999999999996 -0.088934999999999986 -0.094874999999999987 -0.086224999999999982 0.083385000000000015 -0.081224999999999992 -0.11103499999999998 0.090205000000000007 0.088520000000000015 -0.0066799999999999993 0.097070000000000004 -0.112215 0.090690000000000007 0.090175000000000019 0.11240000000000001 0.08610000000000001 -0.087819999999999981 -0.079519999999999993 -0.080309999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7 8 -8 17 -11 12 15 -13 -15 -12 -17 -3 19 20 -19 -21 -22 24 25 -24 28 -28 -25 -30
right_child=1 9 -4 -5 5 6 7 -9 -10 10 11 13 -14 14 -16 16 -18 18 -20 21 22 -23 23 26 -26 -27 27 -29 29 -31
leaf_value=3.3295765346661995e-06 1.0431964957596003e-05 6.6562330357555775e-06 -7.8722144259948198e-06 -4.5947055982482937e-06 -6.2423175395884936e-06 4.9751132593200971e-06 1.7254435817903869e-07 3.7388572681348624e-06 -5.9874075195066641e-06 1.0566776040832337e-05 6.5345205446950175e-06 4.2304714654541203e-06 9.1823478452051471e-06 -9.9695201192338987e-06 -4.2888063186789322e-07 -7.0574387639984101e-06 1.7752165208108756e-06 7.7641106940973266e-06 -6.5460056293886734e-06 -1.0089663065509345e-05 -5.499075423575137e-06 7.7033207103780905e-07 -2.3918821603936183e-07 1.2790786935771134e-05 -1.1572610093848891e-05 5.1559524524093017e-06 -1.1413045846590346e-05 3.9755296778888877e-06 3.5648281124899277e-06 -6.0993334028537906e-07
leaf_weight=33 21 20 22 27 21 24 44 22 29 20 24 29 23 27 75 21 31 28 20 23 21 31 2123 21 21 38 21 27 101 133
leaf_count=33 21 20 22 27 21 24 44 22 29 20 24 29 23 27 75 21 31 28 20 23 21 31 2123 21 21 38 21 27 101 133
internal_value=0 9.75632e-08 -1.27407e-06 -5.48275e-07 8.3249e-08 -6.81957e-07 2.99283e-07 -8.81979e-07 -2.27456e-06 2.21558e-08 1.2301e-06 4.18211e-07 2.77624e-06 -1.36381e-06 -2.95434e-06 8.37553e-07 -1.79182e-06 -9.27548e-08 -1.44511e-07 -9.50403e-08 -1.49101e-08 -3.85522e-06 -1.01827e-07 -5.6216e-08 -2.54306e-07 -1.44318e-07 1.37029e-06 -2.75697e-06 2.14719e-06 1.19199e-06
internal_weight=0 2899 222 200 173 140 119 95 73 2878 250 230 99 131 102 76 52 2628 2608 2588 2534 54 2506 2485 2182 2161 303 48 255 234
internal_count=3121 2899 222 200 173 140 119 95 73 2878 250 230 99 131 102 76 52 2628 2608 2588 2534 54 2506 2485 2182 2161 303 48 255 234
is_linear=0
shrinkage=0.1


Tree=6073
num_leaves=31
num_cat=0
split_feature=483 12 158 158 482 482 1 482 159 482 160 1371 1366 0 1210 0 1186 132 15 399 2 1455 156 1374 475 160 156 474 1446 12
split_gain=4.08008e-08 7.82936e-08 7.64507e-08 8.32616e-08 7.03252e-08 1.11568e-07 2.72368e-07 2.60624e-07 3.02907e-07 1.63837e-07 6.41789e-08 6.09167e-08 8.64175e-08 6.23821e-08 4.28781e-07 3.34877e-07 1.41324e-07 2.43332e-07 1.93281e-06 1.04055e-06 1.5391e-07 1.33955e-07 1.23781e-07 3.88541e-07 2.97327e-07 1.92591e-07 1.56936e-07 3.0739e-07 1.24238e-07 6.41e-07
threshold=0.12325000000000001 0.094435000000000005 -0.47356499999999996 -0.46413499999999996 0.11117500000000001 0.098465000000000011 0.16540500000000002 0.089605000000000018 0.10779000000000001 0.087425000000000017 -0.57146499999999989 0.084775000000000017 -0.082814999999999986 -0.083804999999999977 -0.41266499999999995 -0.084044999999999995 -0.089559999999999987 -0.083284999999999984 0.091915000000000011 0.091580000000000009 0.084985000000000019 -1.0000000180025095e-35 0.087045000000000011 0.088035000000000016 -0.085024999999999989 -0.089744999999999978 0.09747500000000002 0.084795000000000023 0.083715000000000026 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 7 9 -9 10 -5 12 -12 15 -15 21 -16 18 20 -19 -18 -14 23 28 -24 -26 27 -27 -23 -30
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 11 -13 13 14 16 -17 17 19 -20 -21 -22 22 24 -25 25 26 -28 -29 29 -31
leaf_value=5.669371201596126e-06 -7.1404928546500107e-06 6.1441205010244936e-07 -6.4277733827111662e-06 5.2934450966700836e-06 4.6368130314835014e-06 -6.2876701219595684e-06 1.0448093056766085e-05 -1.1623105694506346e-06 -1.6274625877919055e-05 8.6951371124335072e-06 4.9086118523512647e-06 -4.2177038153567993e-06 6.1848556807460912e-06 1.4618730546360547e-05 -7.550861518330234e-06 -1.2751265045484286e-05 -9.6403690440638451e-06 3.6658367157687567e-07 3.2859161124179088e-05 -2.1568329663585412e-05 6.0359012650224035e-07 -7.1194339244363878e-07 -1.1757528640288229e-05 1.273242958177434e-05 7.5804030015805526e-06 9.2996435341774486e-07 2.509520031561542e-06 -1.5277414794664683e-05 1.6422504268120976e-05 -2.1155599190961134e-06
leaf_weight=24 23 30 20 23 33 28 25 36 21 22 36 34 31 21 23 22 20 1275 20 22 55 1030 32 23 22 25 31 22 26 66
leaf_count=24 23 30 20 23 33 28 25 36 21 22 36 34 31 21 23 22 20 1275 20 22 55 1030 32 23 22 25 31 22 26 66
internal_value=0 -2.75092e-06 4.75142e-08 3.18949e-09 4.57223e-08 -4.93165e-09 5.44395e-08 -3.40021e-08 -6.73001e-06 9.8477e-08 3.23257e-08 -1.03421e-08 4.07109e-08 -2.26458e-08 4.34393e-07 -5.1611e-07 2.23883e-07 3.52345e-07 5.23761e-06 -5.48117e-09 -2.12813e-06 -3.1032e-07 -4.67994e-07 -1.3371e-07 -3.36766e-06 -6.829e-07 -3.01358e-06 -6.65647e-06 -3.97454e-07 3.12346e-06
internal_weight=0 53 3068 3044 3024 2991 2963 2938 57 2881 2859 2836 2802 2766 1436 1330 1415 1392 95 1297 75 1308 1277 1145 132 100 78 47 1122 92
internal_count=3121 53 3068 3044 3024 2991 2963 2938 57 2881 2859 2836 2802 2766 1436 1330 1415 1392 95 1297 75 1308 1277 1145 132 100 78 47 1122 92
is_linear=0
shrinkage=0.1


Tree=6074
num_leaves=31
num_cat=0
split_feature=132 399 15 1203 4 394 4 1176 1213 133 401 42 43 43 1210 43 16 0 1212 42 52 147 147 147 483 12 12 12 0 52
split_gain=4.10723e-08 2.27833e-07 1.71949e-07 6.20527e-08 1.22499e-07 5.40031e-08 1.01567e-07 5.07188e-08 5.15178e-08 1.73733e-07 1.19233e-07 9.11011e-08 7.23983e-08 2.33205e-07 2.53277e-07 1.21781e-07 1.74991e-07 2.67106e-07 7.7298e-08 6.99755e-08 6.9256e-08 6.51341e-08 1.81276e-07 1.60029e-07 8.41767e-08 8.79547e-08 4.92405e-07 2.94536e-07 3.23185e-07 2.19909e-07
threshold=-0.083449999999999983 0.091580000000000009 0.092400000000000024 0.088820000000000024 -0.077519999999999992 1.0000000180025095e-35 -0.081114999999999979 0.086345000000000019 0.17417500000000002 -0.040449999999999993 0.13699500000000003 0.093175000000000022 0.060960000000000007 0.055925000000000009 0.15724500000000002 0.13895500000000002 -0.23935499999999996 -0.084509999999999988 0.12267000000000002 0.09796500000000001 0.0031350000000000002 0.099230000000000013 0.11204500000000002 0.093875000000000014 -0.47181499999999993 0.094580000000000011 0.094225000000000017 0.096075000000000008 -0.067624999999999977 0.029970000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 7 -7 8 10 -10 12 -11 13 14 18 16 -14 -18 21 -17 -19 23 -23 24 -2 26 -26 28 -27 -29
right_child=1 -3 -4 4 -6 6 -8 -9 9 11 -12 -13 15 -15 -16 19 17 20 -20 -21 -22 22 -24 -25 25 27 -28 29 -30 -31
leaf_value=-3.0960991774774469e-07 5.624723489408671e-06 7.7912330305863219e-06 -9.1290247019060194e-06 -9.2649089657199867e-06 1.1932922575397244e-06 7.7414645502358333e-06 -1.8194294065665416e-06 4.5771591781355404e-06 1.0468186883372256e-05 3.8256312541307128e-06 -7.4361659967921291e-06 -5.7190603939716313e-06 1.204787031383603e-06 9.3564327235745392e-06 -1.0210740598874206e-05 -1.2707562124584608e-06 -1.5696903669184235e-05 -6.0334736879281777e-06 6.3043087084224685e-06 4.1702930059564565e-06 8.675108801980969e-07 1.059035652512345e-05 -2.2602127995449576e-06 -8.1341769752422514e-06 1.3946002621985401e-07 -2.5993099256993449e-06 1.5540820660524851e-05 1.4640566422813735e-06 -1.7677402108044287e-05 -3.6399420459929391e-06
leaf_weight=191 27 38 25 21 24 25 20 24 20 20 22 20 45 27 24 60 23 33 20 39 26 21 23 24 1808 44 21 260 21 125
leaf_count=191 27 38 25 21 24 25 20 24 20 20 22 20 45 27 24 60 23 33 20 39 26 21 23 24 1808 44 21 260 21 125
internal_value=0 9.89175e-08 -1.33038e-06 -3.03857e-09 -3.6872e-06 5.57096e-08 3.49218e-06 2.32176e-11 -3.98792e-08 2.85825e-06 -1.04449e-07 -9.46715e-07 -4.4061e-08 1.14225e-07 1.1024e-08 -1.75649e-06 -3.80601e-06 -6.55583e-06 1.13498e-07 8.72687e-07 -2.99236e-06 6.13428e-08 3.87301e-06 -1.06373e-08 7.39095e-08 8.14737e-09 3.16294e-07 -1.2443e-06 -7.47069e-06 -1.93086e-07
internal_weight=0 2905 216 2867 45 2822 45 2777 2753 60 2693 40 2671 2445 2418 226 127 82 2394 99 59 2374 44 2330 2306 2279 1829 450 65 385
internal_count=3121 2905 216 2867 45 2822 45 2777 2753 60 2693 40 2671 2445 2418 226 127 82 2394 99 59 2374 44 2330 2306 2279 1829 450 65 385
is_linear=0
shrinkage=0.1


Tree=6075
num_leaves=31
num_cat=0
split_feature=46 150 45 11 33 10 16 10 10 31 2 16 132 1203 1185 50 3 1 149 0 131 131 131 3 3 42 130 1210 4 480
split_gain=4.36891e-08 4.15736e-08 6.2163e-08 2.20617e-07 8.53054e-08 6.15109e-08 9.94629e-07 6.727e-07 1.09155e-07 7.47347e-08 7.0103e-08 5.67197e-07 4.63495e-08 1.21722e-06 6.30385e-07 1.66111e-07 5.06669e-08 5.66642e-08 8.5647e-08 9.3694e-08 7.17272e-08 8.99642e-08 2.35713e-07 1.49327e-07 2.14875e-07 1.17837e-07 1.65504e-07 2.33879e-07 1.05026e-07 7.16842e-08
threshold=-0.052299999999999992 -0.15178999999999995 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 -0.090429999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.056919999999999991 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.093975000000000017 0.31534000000000006 0.13842500000000005 0.080895000000000009 -0.10836499999999999 0.13767000000000004 0.090690000000000007 0.090175000000000019 -0.072894999999999988 -0.064674999999999983 0.094165000000000013 0.08610000000000001 -0.079004999999999978 0.0012600000000000003 0.11747
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -6 -7 -10 11 -11 13 15 -14 -12 17 18 20 -20 21 22 29 25 -25 26 27 -23 -29 -16
right_child=1 2 -4 4 5 8 -8 -9 9 10 12 -13 14 -15 16 -17 -18 -19 19 -21 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-4.5458074618225169e-06 3.6165444974756157e-06 9.3962330383874368e-06 -4.2587402236570014e-06 -5.9747352262699378e-06 1.4422844734534075e-06 -7.4420937426111781e-06 1.5535142248561322e-05 -1.949454683058537e-05 -5.9720770509773595e-06 1.2160163166094384e-05 -4.2840892664899428e-08 -9.4399516825660612e-06 -1.7024307007060008e-05 2.4848806765476185e-05 5.5553476762030346e-08 -9.4639837871433164e-06 -3.6478571976323638e-06 4.0858226384443697e-06 9.351110588795563e-07 -8.0953100459063762e-06 -5.6265067459290465e-06 1.1826186032347043e-05 -1.0916055416601011e-05 1.414222479690414e-05 1.1308647890473368e-06 -4.5540584597800499e-06 -4.1084684466906578e-06 -4.1867651101241018e-07 6.1151371436180315e-06 -5.3313109547161729e-06
leaf_weight=21 32 25 34 24 57 20 38 21 21 31 172 20 22 20 2080 21 38 34 20 27 22 26 20 22 30 36 39 89 34 25
leaf_count=21 32 25 34 24 57 20 38 21 21 31 172 20 22 20 2080 21 38 34 20 27 22 26 20 22 30 36 39 89 34 25
internal_value=0 3.07898e-08 -6.61049e-09 4.10403e-08 -3.66865e-08 1.10566e-08 2.26862e-06 -4.19455e-06 -8.02217e-08 -2.85413e-08 1.55938e-08 3.68953e-06 -5.18785e-08 1.36556e-06 -1.6963e-07 -1.06794e-06 -2.37591e-08 3.12391e-08 -2.45729e-08 -4.25258e-06 5.74395e-08 1.09521e-07 -1.11084e-07 1.80801e-06 6.63567e-06 6.87308e-07 1.69097e-06 3.20895e-06 1.38742e-06 -8.42354e-09
internal_weight=0 3100 3068 3034 3009 2985 116 78 2869 2849 2828 51 2777 213 2564 193 2542 2504 2470 47 2423 2401 2125 276 52 224 188 149 123 2105
internal_count=3121 3100 3068 3034 3009 2985 116 78 2869 2849 2828 51 2777 213 2564 193 2542 2504 2470 47 2423 2401 2125 276 52 224 188 149 123 2105
is_linear=0
shrinkage=0.1


Tree=6076
num_leaves=31
num_cat=0
split_feature=132 1185 1203 16 12 2 1213 3 12 1201 1200 1213 16 401 16 402 43 1210 401 403 1210 1212 1212 403 43 130 15 159 12 403
split_gain=4.1188e-08 2.61893e-07 1.46044e-07 4.2842e-08 7.17784e-08 6.92557e-08 6.80978e-08 8.95431e-08 7.51669e-08 4.20469e-08 3.84029e-08 3.96753e-08 1.6413e-07 9.89408e-08 8.93812e-08 5.24256e-08 2.8539e-07 1.03583e-07 5.45821e-08 5.01411e-08 4.09905e-07 1.93576e-07 1.07618e-06 1.54517e-07 1.48384e-07 3.03241e-07 1.11336e-07 1.20039e-07 7.87849e-08 9.98131e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.097644999999999996 0.11418000000000002 0.097385000000000013 0.08593000000000002 -0.083154999999999993 0.087535000000000016 -0.08261499999999998 0.089625000000000024 0.17417500000000002 -0.087989999999999985 0.13699500000000003 -0.077074999999999991 -0.45015499999999992 0.05259500000000001 0.20852500000000002 -0.099524999999999988 0.0033700000000000002 -0.056299999999999996 -0.017094999999999996 -0.089544999999999986 0.059220000000000009 -0.09225499999999999 0.088525000000000006 -0.092489999999999989 0.085035000000000013 0.090165000000000009 0.13075000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 -5 -3 11 13 -13 15 -14 16 -11 18 -17 21 -21 22 -20 -22 25 -25 27 -26 29 -28
right_child=1 9 -4 4 -6 -7 -8 -9 -10 10 -12 12 14 -15 -16 17 -18 -19 19 20 23 -23 -24 24 26 -27 28 -29 -30 -31
leaf_value=3.1361777306907855e-06 1.1227421280290444e-05 4.4776150968486726e-06 -8.0640607466518436e-06 -3.7551682423024131e-06 -5.2229333938669246e-06 4.7948668393473785e-06 3.7700974167404166e-06 -7.3868368158400707e-06 3.3845270865703214e-06 3.8209717255692038e-06 -3.8391218437866953e-06 -4.9810263885774485e-06 1.0650638805167373e-05 -6.714268511132105e-06 1.5297670395077809e-06 -4.2868725797924181e-06 -1.0216658042086889e-05 7.0786308805552484e-06 8.3812056900001156e-06 1.3830323875178388e-05 -8.0444853145828744e-06 5.0860859762104136e-08 -2.188950254647985e-05 -1.0453700984574729e-05 -7.0037600607975037e-06 4.6270960117074844e-06 4.7480602943107354e-06 2.8973416672215536e-06 7.4728683940568439e-06 -1.4183030422524705e-06
leaf_weight=30 21 21 28 30 32 25 23 25 29 30 26 20 21 22 22 29 28 21 24 24 21 2297 23 30 24 24 63 25 38 45
leaf_count=30 21 21 28 30 32 25 23 25 29 30 26 20 21 22 22 29 28 21 24 24 21 2297 23 30 24 24 63 25 38 45
internal_value=0 1.00529e-07 -1.31276e-06 -3.38347e-07 -9.73931e-07 5.61305e-08 -1.05105e-06 -2.37113e-06 -2.45826e-07 1.93393e-08 -1.34307e-08 2.17046e-08 2.50314e-06 -3.47732e-08 5.98415e-06 1.87406e-08 -2.95582e-06 8.29237e-08 2.78394e-08 7.52718e-08 1.30629e-06 -7.91306e-08 -6.43212e-06 1.93043e-07 8.87774e-07 -3.75112e-06 2.17239e-06 -1.95218e-06 3.55667e-06 2.17874e-06
internal_weight=0 2899 222 194 164 132 107 84 59 2878 2857 2831 63 2768 43 2746 58 2688 2667 2638 294 2344 47 270 249 54 195 49 146 108
internal_count=3121 2899 222 194 164 132 107 84 59 2878 2857 2831 63 2768 43 2746 58 2688 2667 2638 294 2344 47 270 249 54 195 49 146 108
is_linear=0
shrinkage=0.1


Tree=6077
num_leaves=31
num_cat=0
split_feature=11 10 16 9 10 0 9 9 12 42 97 2 132 50 1185 1203 4 160 4 39 39 40 12 4 2 15 43 12 147 147
split_gain=3.76309e-08 4.47873e-08 9.01634e-07 7.07405e-07 2.16998e-07 1.45665e-07 5.80031e-08 2.3263e-07 9.28935e-08 4.89644e-08 4.606e-08 1.4013e-07 4.01351e-08 1.1608e-06 5.84412e-07 2.02662e-07 4.5241e-08 1.0031e-07 7.2572e-08 5.05687e-08 1.93273e-07 9.09707e-08 8.57991e-08 7.84633e-08 1.0782e-07 7.82065e-08 5.78917e-08 2.5124e-07 8.46541e-08 1.32592e-07
threshold=-0.072629999999999986 -0.012544999999999999 -0.056919999999999991 0.082870000000000013 -0.0091199999999999979 -0.057069999999999989 0.092235000000000011 1.0000000180025095e-35 -1.0000000180025095e-35 0.094525000000000012 -0.079444999999999988 -1.0000000180025095e-35 -0.083284999999999984 0.097510000000000013 -0.087384999999999977 0.089480000000000018 0.51303500000000013 -0.077609999999999985 0.50822500000000004 0.087150000000000019 0.08512500000000002 -0.08267999999999999 -0.095379999999999979 0.10924000000000002 0.11215000000000001 -0.42198999999999992 0.084740000000000024 0.084225000000000008 0.099230000000000013 0.093615000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -3 9 7 10 -8 -2 -6 -12 13 15 -14 -13 18 -18 19 20 22 -21 -16 24 -23 -24 28 -28 29 -27
right_child=1 4 -4 -5 6 -7 8 -9 -10 -11 11 12 14 -15 16 -17 17 -19 -20 21 -22 23 25 -25 -26 26 27 -29 -30 -31
leaf_value=-4.2188692878837523e-06 2.297358372516101e-06 -9.9385805407853869e-06 1.7854947752008837e-05 -1.9042411566347475e-05 -4.3546613596845417e-06 9.2508302282112724e-06 -8.583022972743493e-06 1.0830004837316665e-05 9.3967129855411174e-07 -4.7000966696941763e-06 6.4262680700053094e-06 -9.7009890471865661e-08 -1.7167972673632905e-05 2.3045434806011725e-05 6.5072303596025452e-06 -1.072929928341182e-05 1.8151158416894003e-06 -6.9951389751362772e-06 6.050747758763464e-06 7.2369410330653556e-06 -9.8864473329740583e-06 -5.1625900888601407e-06 -5.8729592677517088e-06 4.8091656833548778e-06 2.9359686117635236e-06 1.3531140119399599e-07 -1.2314626551415132e-05 -3.9654015861540556e-07 5.7979942609493344e-06 -7.8495938266444553e-06
leaf_weight=21 20 22 27 21 24 20 20 20 21 20 34 173 20 22 20 20 24 28 20 26 20 35 23 30 31 2139 20 153 26 21
leaf_count=21 20 22 27 21 24 20 20 20 21 20 34 173 20 22 20 20 24 28 20 26 20 35 23 30 31 2139 20 153 26 21
internal_value=0 2.85861e-08 2.02921e-06 -3.24603e-06 -4.3629e-08 2.2827e-06 2.9667e-08 8.19523e-08 -3.70555e-06 -1.20137e-06 8.05713e-09 4.43501e-08 -3.17583e-08 1.282e-06 -1.38913e-07 -1.1988e-06 -8.72112e-09 -2.92887e-06 5.05018e-08 3.33007e-09 -9.67333e-08 1.98983e-06 -1.52203e-08 5.68743e-07 -1.35872e-06 -6.99848e-08 -1.34064e-08 -1.77435e-06 1.25955e-07 5.76804e-08
internal_weight=0 3100 108 81 2992 60 2970 2929 41 40 2909 2885 2851 215 2636 193 2616 52 2564 2544 2422 122 2402 96 66 2382 2359 173 2186 2160
internal_count=3121 3100 108 81 2992 60 2970 2929 41 40 2909 2885 2851 215 2636 193 2616 52 2564 2544 2422 122 2402 96 66 2382 2359 173 2186 2160
is_linear=0
shrinkage=0.1


Tree=6078
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 0 12 12 399 52 46 150 45 11 104 120 13 4 12 13 13 12 1212 1213 16 15 1213 43 1210 1210 3
split_gain=3.9599e-08 2.82586e-07 1.36951e-07 9.73197e-08 3.9737e-08 7.02346e-08 8.51843e-08 6.80676e-08 5.80033e-08 3.883e-08 4.25195e-08 5.54868e-08 1.89261e-07 5.32789e-08 4.65195e-08 1.00189e-07 5.30096e-07 2.91586e-07 1.03285e-07 1.11957e-07 1.51885e-07 8.32387e-08 9.48749e-08 1.52699e-07 1.71749e-07 8.51136e-08 7.71452e-08 3.331e-07 2.17644e-07 6.25617e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.09515499999999999 0.11418000000000002 0.090285000000000018 0.085965000000000014 0.08568000000000002 -0.052299999999999992 -0.15178999999999995 0.094030000000000016 -0.014494999999999999 0.086600000000000024 0.093680000000000013 0.24813000000000004 0.63113500000000011 0.10806000000000002 0.23074000000000003 0.11217000000000001 0.09857500000000001 -0.52517999999999987 -0.24064499999999997 -0.090764999999999985 0.089295000000000013 -0.15413999999999997 0.0034250000000000005 -0.061049999999999993 -0.13847499999999999 -0.082879999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6 -9 -3 -11 12 -12 14 15 16 18 -17 19 21 -21 -14 23 -23 -25 -24 28 -28 29 -27
right_child=1 9 -4 -5 5 -7 -8 8 -10 10 11 -13 13 -15 -16 17 -18 -19 -20 20 -22 22 25 24 -26 26 27 -29 -30 -31
leaf_value=3.2288020394700747e-06 1.1656676915230318e-05 -4.3766768976638556e-06 -8.2593776924113633e-06 -6.8368836201400332e-06 -5.4019909915344525e-06 -5.105421464052667e-06 5.5570923433589535e-06 3.7249403827776074e-06 -2.4631309770484225e-06 3.7283267572767671e-06 9.2919550612888006e-06 -4.0108215203230541e-06 6.412115703824384e-06 -4.921471327179461e-06 -4.7859283631623845e-06 2.6019552414879857e-07 1.5989795115057774e-05 -1.2664757850207784e-05 -6.9466221854478746e-06 5.3251379367483511e-07 1.0293308878317476e-05 3.6901474777550907e-06 5.8441708606551398e-06 -1.0176348006587852e-06 -1.2748777068812465e-05 -4.7506492406186726e-06 -1.3591556479685183e-05 -6.1403891807538668e-07 6.3844894095081857e-08 1.909767046196397e-05
leaf_weight=38 21 20 25 21 24 26 27 33 28 31 22 34 20 22 20 64 21 24 21 44 25 20 25 26 24 22 21 340 2010 22
leaf_count=38 21 20 25 21 24 26 27 33 28 31 22 34 20 22 20 64 21 24 21 44 25 20 25 26 24 22 21 340 2010 22
internal_value=0 9.857e-08 -1.28719e-06 -4.02396e-07 3.65356e-07 -4.2313e-07 6.63831e-07 -8.90499e-07 8.84514e-07 1.42336e-08 4.49607e-08 4.57007e-09 5.34506e-08 -1.98973e-08 1.93295e-08 5.45458e-08 1.65148e-07 -3.26479e-06 3.83097e-08 9.47482e-08 4.06903e-06 -1.36414e-08 -6.48427e-08 -3.69466e-06 -6.64858e-06 3.92914e-08 -2.08005e-08 -1.36896e-06 2.16145e-07 7.17351e-06
internal_weight=0 2899 222 197 176 138 112 85 61 2878 2858 2827 2793 2771 2749 2729 2641 88 2620 2599 69 2530 2510 70 50 2440 2415 361 2054 44
internal_count=3121 2899 222 197 176 138 112 85 61 2878 2858 2827 2793 2771 2749 2729 2641 88 2620 2599 69 2530 2510 70 50 2440 2415 361 2054 44
is_linear=0
shrinkage=0.1


Tree=6079
num_leaves=31
num_cat=0
split_feature=11 142 151 15 42 150 150 147 147 49 3 52 151 149 151 10 16 1 10 10 3 9 2 4 12 16 2 43 43 1374
split_gain=4.54465e-08 4.08059e-08 4.10002e-08 1.06713e-07 1.73563e-07 8.96157e-08 2.11652e-07 9.43135e-08 8.28778e-08 4.92305e-08 1.60954e-07 1.98104e-07 1.77237e-07 2.72153e-07 8.7262e-08 8.88907e-08 1.1563e-06 5.18099e-07 1.40508e-07 1.13671e-07 8.25917e-08 9.06027e-08 1.95545e-07 1.16353e-06 6.6979e-08 6.47135e-08 1.18135e-07 6.80185e-08 2.61524e-07 2.77021e-07
threshold=-0.072629999999999986 -0.057499999999999989 0.099460000000000007 -0.026084999999999994 0.088200000000000014 0.12640500000000002 0.12068000000000002 0.094075000000000006 0.090755000000000016 -0.087004999999999985 0.090900000000000009 0.0031350000000000002 -0.081779999999999978 0.079000000000000015 0.0045550000000000009 -0.012544999999999999 -0.056919999999999991 0.11829500000000003 -0.0082499999999999987 -0.39840999999999999 0.31370500000000007 0.092235000000000011 -0.0050599999999999994 0.053180000000000012 -0.040564999999999997 -0.52595999999999987 0.096325000000000008 -0.082389999999999977 -0.083134999999999987 0.086000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 7 8 9 10 11 12 -3 -14 15 16 17 -11 -17 -19 21 22 23 -20 -22 26 -24 28 29 -27
right_child=1 2 3 4 -6 -7 -8 -9 -10 14 -12 -13 13 -15 -16 18 -18 19 20 -21 24 -23 25 -25 -26 27 -28 -29 -30 -31
leaf_value=-4.6363374373132033e-06 -4.26004402553107e-06 -9.4524947209200555e-08 6.14318289416061e-06 5.372730915301613e-06 -7.3371491783870042e-06 -4.8888790363865135e-06 1.0315569224985666e-05 -5.2427968271598839e-06 6.4698468327151202e-06 -1.6606522253823642e-05 5.4454228499404664e-06 3.5080213891092174e-06 -1.6931689578296545e-05 -1.4155438930174568e-06 6.520141468648771e-06 -8.2006156325015975e-06 2.4277459588120109e-05 -2.9953784996905599e-06 2.1262228103051503e-05 7.032347050776131e-06 -1.2331115353415069e-06 -6.0204258943485914e-06 2.5935012607598247e-06 -8.3763735321756231e-06 -8.4158614754414891e-06 1.3878388104963645e-07 -6.8937246279736943e-06 -2.0737862070426681e-07 1.0275446794398234e-05 1.1832047026213591e-05
leaf_weight=21 22 28 38 21 22 37 20 34 20 20 24 28 26 20 21 21 20 20 26 26 37 24 21 27 20 575 35 1817 29 21
leaf_count=21 22 28 38 21 22 37 20 34 20 20 24 28 26 20 21 21 20 20 26 26 37 24 21 27 20 575 35 1817 29 21
internal_value=0 3.14037e-08 6.20768e-08 2.28211e-06 -1.13e-06 2.07586e-09 6.32128e-08 -6.53113e-09 5.47328e-08 1.0276e-08 -1.92275e-06 -3.65644e-06 -6.36732e-06 -1.01855e-05 9.8523e-08 4.92882e-08 3.2134e-06 -3.16965e-06 -5.328e-08 2.67247e-06 1.17254e-08 9.50693e-08 1.52604e-07 6.16332e-06 -3.75337e-06 2.50752e-08 -3.33601e-06 1.02152e-07 1.00202e-06 5.50795e-07
internal_weight=0 3100 3078 81 43 2997 2960 2940 2906 2886 126 102 74 46 2760 2739 86 66 2653 46 2632 2575 2551 53 57 2498 56 2442 625 596
internal_count=3121 3100 3078 81 43 2997 2960 2940 2906 2886 126 102 74 46 2760 2739 86 66 2653 46 2632 2575 2551 53 57 2498 56 2442 625 596
is_linear=0
shrinkage=0.1


Tree=6080
num_leaves=31
num_cat=0
split_feature=32 34 34 97 9 16 9 39 44 1429 156 1429 157 1429 154 471 1 1 1 150 147 457 1419 483 13 43 1 1 456 4
split_gain=4.20388e-08 6.54836e-08 5.35804e-08 2.56702e-07 1.71708e-07 2.35658e-07 9.76058e-08 8.99972e-08 4.20882e-08 8.57327e-08 1.1912e-07 6.95932e-08 1.46199e-07 8.17432e-08 8.32306e-08 6.70994e-08 4.83061e-08 4.14399e-07 3.39971e-07 1.28635e-07 2.10242e-07 1.35687e-07 1.11744e-07 8.53999e-08 2.79473e-07 1.35846e-07 9.21979e-08 1.85395e-07 9.27304e-08 7.73126e-08
threshold=0.078360000000000013 -0.10561499999999999 -0.057544999999999992 -0.071434999999999985 0.091600000000000015 -0.059624999999999991 0.082870000000000013 0.089200000000000015 0.084760000000000016 -0.23752499999999996 0.32523500000000005 -0.08262499999999999 -0.049319999999999996 -0.060529999999999994 0.084190000000000001 0.093375000000000014 0.10684 0.10727500000000002 0.10508500000000001 0.12820000000000001 0.097985000000000017 0.086800000000000016 0.091465000000000005 0.10143000000000001 0.24394000000000002 -0.14968999999999996 0.11103500000000001 0.10920500000000001 0.088355000000000003 -0.0086549999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 6 -6 8 -3 9 -4 11 12 -11 -13 15 16 18 -18 22 20 21 23 -15 24 25 -19 27 -27 29 -28
right_child=-2 2 4 -5 5 -7 -8 -9 -10 10 -12 13 -14 14 -16 -17 17 19 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-5.4672781102867297e-06 4.355901145655398e-06 2.8327914050249903e-06 -6.5793913199740926e-06 1.2008951573859252e-05 1.581968151553016e-07 -1.4280166578828358e-05 6.9998647813918075e-06 -5.5833328231595189e-06 3.1717704387563398e-06 9.4558328202746612e-07 7.6812130282633015e-06 4.8070463903318995e-06 -9.651492140559116e-06 3.9618766819261652e-08 -6.1824189122655129e-06 4.4750057344517144e-06 -1.5075069964041178e-05 -8.575842674541823e-06 9.7682725709091759e-06 7.4792037503357289e-06 -9.4381850885838503e-06 7.8716141842960507e-06 -7.4690229394036581e-06 -6.6270563696558712e-06 9.9840569600928581e-06 2.1842478409084264e-06 -4.9659561168922552e-06 -1.11186828607143e-05 6.4771688233701175e-06 3.8889869372631944e-07
leaf_weight=22 22 27 20 21 26 20 20 24 41 30 20 35 23 2202 22 33 20 22 36 20 26 20 20 22 25 20 31 22 22 207
leaf_count=22 22 27 20 21 26 20 20 24 41 30 20 35 23 2202 22 33 20 22 36 20 26 20 20 22 25 20 31 22 22 207
internal_value=0 -3.09204e-08 7.94864e-09 2.7038e-06 -5.66441e-08 -6.11935e-06 3.76055e-08 -1.12774e-06 -9.77288e-09 -5.47844e-08 -9.4431e-09 -6.32616e-08 -3.65315e-06 4.56874e-09 -5.61124e-08 -7.06627e-09 -6.15445e-08 -9.99149e-07 1.28219e-07 -3.54942e-07 -7.30681e-07 -1.51665e-07 -2.79658e-08 -5.84187e-07 -2.03261e-07 -9.89319e-07 -4.36659e-07 -4.78395e-06 2.65597e-07 -3.08582e-07
internal_weight=0 3099 3077 72 3005 46 2959 51 2939 2898 2878 2858 53 2805 2770 2748 2715 457 2258 437 417 391 2222 371 349 324 302 42 260 238
internal_count=3121 3099 3077 72 3005 46 2959 51 2939 2898 2878 2858 53 2805 2770 2748 2715 457 2258 437 417 391 2222 371 349 324 302 42 260 238
is_linear=0
shrinkage=0.1


Tree=6081
num_leaves=31
num_cat=0
split_feature=156 52 1 1 52 475 1429 15 43 42 42 1213 42 42 481 403 42 42 42 42 49 1371 1375 16 49 2 12 3 1213 403
split_gain=4.54965e-08 6.84189e-08 1.96368e-07 1.29057e-07 8.5204e-08 5.02706e-08 6.64121e-08 6.55348e-08 6.91789e-08 5.34799e-08 4.8974e-07 1.07944e-06 3.83325e-07 2.67641e-07 1.64986e-07 3.55823e-07 2.9425e-07 2.01553e-07 1.46624e-07 3.77339e-07 3.08054e-07 2.80046e-07 2.00377e-07 3.9267e-07 2.65954e-07 2.80563e-07 3.7488e-07 2.31695e-07 1.42978e-07 7.38042e-07
threshold=0.3248100000000001 -0.55692499999999978 0.10439500000000002 0.096125000000000016 -0.55061999999999989 0.051590000000000004 0.11715000000000002 -0.052074999999999989 -0.074974999999999986 0.086950000000000013 0.087505000000000013 -0.020279999999999996 0.086730000000000015 0.087745000000000004 -0.087424999999999989 -0.5335399999999999 0.08623500000000002 0.086375000000000021 0.083995000000000014 0.083715000000000026 0.089215000000000017 0.081810000000000008 0.08456000000000001 -0.0024749999999999993 0.08610000000000001 0.084415000000000004 0.085250000000000006 -0.084524999999999975 0.04198000000000001 -0.54856499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 9 8 -7 12 11 -11 14 -12 -6 -16 18 -18 19 21 22 -17 23 24 25 -20 27 -27 29 -15
right_child=-2 4 -4 -5 5 7 -8 -9 -10 10 13 -13 -14 28 15 16 17 -19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.4738071527526997e-06 -4.4311782994060669e-06 -5.743966831827353e-06 1.1223576815869561e-05 -4.8070233192290821e-06 -6.6231583227468397e-06 4.3528476771825815e-06 -5.7988787466456418e-06 6.6431416633769492e-06 -3.9645353172090833e-06 2.7553636012574619e-05 -9.4145366308017916e-06 -1.4484516406920387e-06 -1.4107405330605618e-05 -1.5472453820279953e-05 1.23094581894016e-05 -1.4919703947729485e-07 1.4767204664253985e-05 2.0788484371516987e-06 4.4054800463000956e-06 1.1196999172358935e-05 -1.4447627799676237e-05 -1.126912451502943e-05 7.7897996743558909e-06 -1.4326533237181141e-05 9.9646665302088893e-06 -7.1225090197975956e-06 -1.6755951826227195e-05 6.6697236131100616e-06 4.0848201623673407e-06 4.9066532143833659e-07
leaf_weight=31 23 26 21 29 39 20 20 26 20 21 29 33 20 30 23 1479 21 31 38 29 21 23 20 25 20 29 23 21 92 838
leaf_count=31 23 26 21 29 39 20 20 26 20 21 29 33 20 30 23 1479 21 31 38 29 21 23 20 25 20 29 23 21 92 838
internal_value=0 3.28925e-08 2.90098e-06 -1.19276e-08 -4.41095e-08 5.4379e-09 -5.61447e-08 2.73467e-06 1.94156e-07 -1.66078e-08 5.56676e-07 9.83014e-06 -3.37733e-07 5.03396e-08 -1.88225e-07 -4.90336e-08 -2.08722e-07 7.20299e-06 -4.3176e-07 -1.01332e-07 -2.9997e-06 -3.19476e-07 -1.63376e-06 -2.84191e-06 -6.50182e-07 -2.56277e-06 -6.19007e-06 -1.32977e-06 3.36258e-07 -6.10554e-08
internal_weight=0 3098 81 60 3017 2991 2925 66 40 2905 1043 54 1862 989 1842 1803 1780 52 1728 1531 197 1502 176 156 131 111 73 50 960 868
internal_count=3121 3098 81 60 3017 2991 2925 66 40 2905 1043 54 1862 989 1842 1803 1780 52 1728 1531 197 1502 176 156 131 111 73 50 960 868
is_linear=0
shrinkage=0.1


Tree=6082
num_leaves=31
num_cat=0
split_feature=11 156 472 132 1203 1185 50 12 133 4 403 2 0 130 1 1 484 40 2 1 1 376 39 9 33 455 14 44 160 474
split_gain=4.01894e-08 3.7402e-08 6.51541e-08 3.72875e-08 1.09808e-06 5.68113e-07 2.165e-07 4.99121e-08 5.78591e-08 9.93568e-08 6.8558e-08 4.71389e-08 5.82134e-08 4.37687e-08 4.29535e-08 1.28269e-07 1.67172e-07 4.91456e-07 1.14168e-07 9.33467e-08 6.32928e-08 6.91443e-08 6.3016e-08 2.00054e-07 1.58211e-07 6.29615e-08 6.22715e-08 1.70663e-07 8.88444e-08 6.64134e-08
threshold=-0.072629999999999986 0.3248100000000001 -0.097514999999999977 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11527000000000001 -0.37971999999999995 -0.00059999999999999995 -0.020569999999999995 0.085045000000000023 -0.086554999999999979 0.0032450000000000001 0.13534000000000004 0.13756000000000004 0.090535000000000018 -0.07632499999999999 0.14122000000000004 0.14804000000000003 0.13332000000000002 0.088720000000000007 -1.0000000180025095e-35 0.092235000000000011 -0.0066799999999999993 0.090605000000000019 -0.31455999999999995 0.083555000000000018 -0.074254999999999988 0.11381000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 7 8 9 -4 11 12 -10 -13 20 -16 17 -17 -19 -20 21 22 -7 24 -24 26 28 29 -26 -28
right_child=1 -3 3 5 -6 14 -8 -9 10 -11 -12 13 -14 -15 15 16 -18 18 19 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-4.3599373564499422e-06 5.7486195930778192e-06 -3.9880600791983181e-06 1.0445659489462178e-06 -1.6081906108989971e-05 2.3022555802483462e-05 4.6362826211524443e-06 -1.0891358290905374e-05 4.6605327960540835e-06 3.5995084991319114e-07 -8.8038452804539709e-06 5.3705966782520896e-06 -1.6358784250769532e-06 -6.5697792975201586e-06 4.7605424638079618e-06 -6.8858737937002198e-06 1.3048127909444573e-05 -7.285991809716016e-06 -7.2220986173003132e-06 4.4110572340676827e-06 -4.2934485127881837e-06 5.1568671588029248e-06 -4.8414186689374871e-06 7.9505066482764825e-06 -8.626683140496774e-06 -6.3061256046889222e-07 4.1491133994273499e-06 1.4983346745241372e-08 -8.2373709010425951e-06 8.6822316552570557e-06 5.3018485687061915e-06
leaf_weight=21 20 23 21 22 21 31 20 21 27 20 24 20 22 23 35 28 26 30 28 22 25 28 26 26 21 38 2383 25 20 24
leaf_count=21 20 23 21 22 21 31 20 21 27 20 24 20 22 23 35 28 26 30 28 22 25 28 26 26 21 38 2383 25 20 24
internal_value=0 2.95358e-08 5.95666e-08 2.23468e-08 1.27959e-06 -7.46707e-08 -1.02649e-06 8.19265e-08 -5.30498e-07 -3.75954e-06 6.108e-07 -6.30887e-07 -2.75136e-06 1.78546e-06 5.03859e-08 -1.49528e-06 -8.72942e-08 1.64573e-06 -2.34512e-06 5.81075e-07 1.49071e-07 1.01323e-07 1.54675e-07 1.00469e-07 1.89908e-07 1.09551e-07 4.74797e-08 -1.76746e-08 3.91224e-06 6.76982e-08
internal_weight=0 3100 3077 3057 219 2838 198 178 157 41 116 92 49 43 2816 169 134 108 80 50 2647 2622 2594 2563 2537 2511 2473 2432 41 2407
internal_count=3121 3100 3077 3057 219 2838 198 178 157 41 116 92 49 43 2816 169 134 108 80 50 2647 2622 2594 2563 2537 2511 2473 2432 41 2407
is_linear=0
shrinkage=0.1


Tree=6083
num_leaves=31
num_cat=0
split_feature=142 11 33 9 15 147 147 147 46 1428 473 1 1 1 1374 3 1 160 1 1446 1427 457 1374 150 157 0 133 133 133 133
split_gain=4.30796e-08 9.87997e-08 9.79961e-08 6.34016e-08 1.26638e-07 5.0428e-08 6.52164e-08 6.69273e-08 4.78601e-08 7.41432e-08 1.14374e-07 5.38396e-08 3.6284e-07 3.03739e-07 1.88499e-07 1.81539e-07 5.94421e-07 1.6893e-07 1.49845e-07 1.32095e-07 1.68924e-07 1.40848e-07 1.45261e-07 1.9007e-07 4.94183e-07 1.77209e-07 1.55381e-07 2.97106e-07 5.05549e-07 4.37941e-07
threshold=-0.057499999999999989 -1.0000000180025095e-35 -0.012019999999999998 0.089995000000000006 -0.23032499999999997 0.099730000000000027 0.093875000000000014 0.090755000000000016 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 0.092390000000000014 0.093100000000000002 0.093700000000000019 -1.0000000180025095e-35 -0.00083499999999999991 0.10234000000000001 0.086325000000000013 0.091615000000000016 -1.0000000180025095e-35 0.089335000000000012 -0.14032499999999998 0.089635000000000006 0.10699000000000002 -0.086394999999999986 -0.17169499999999996 0.086910000000000015 0.091935000000000003 0.090445000000000011 0.093255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 7 8 9 -4 -11 18 -13 -14 -15 -16 -17 -18 19 -12 21 -21 23 25 -25 -23 -27 28 -28 -29
right_child=1 2 3 4 -6 -7 -8 -9 -10 10 11 12 13 14 15 16 17 -19 -20 20 -22 22 -24 24 -26 26 27 29 -30 -31
leaf_value=4.2204034038206826e-06 -5.9459593022178783e-06 -6.6288962484990906e-06 -4.8663241244639726e-06 -3.0767954271912901e-07 9.7766835951063067e-06 3.8960868468248837e-06 -5.0210351848643493e-06 5.774447963631246e-06 3.2813658911669172e-06 7.5097638182342058e-06 -7.9920417351786462e-06 -1.2395820765330149e-05 1.119630611480137e-05 8.8510637677075014e-06 3.7284209553285576e-08 -1.7603896521205361e-05 -4.4859605306216715e-07 -1.0167684822590674e-05 7.5939840556842416e-06 -8.0631106920052501e-06 9.319638279521315e-06 7.3814101644048235e-06 7.5950833678899265e-06 4.7200230452207598e-06 -1.5829960844712331e-05 -5.418345039790721e-07 2.3599798231500511e-06 -1.3690004388164116e-05 1.6561095907813832e-05 7.9349860484376723e-07
leaf_weight=24 28 22 32 33 20 33 26 20 43 20 20 26 22 20 510 26 169 20 27 21 20 34 26 22 25 1239 131 22 31 409
leaf_count=24 28 22 32 33 20 33 26 20 43 20 20 26 22 20 510 26 169 20 27 21 20 34 26 22 25 1239 131 22 31 409
internal_value=0 -3.27048e-08 2.12447e-08 6.92601e-08 3.49774e-06 8.56894e-09 -3.4757e-08 9.41447e-09 -3.01398e-08 -7.97201e-08 -2.57866e-08 -7.92302e-08 -7.77811e-07 -3.8398e-07 -7.25948e-07 -9.90142e-07 -3.42729e-06 -1.47707e-06 1.94068e-07 9.41687e-08 1.75848e-07 8.25436e-08 1.70764e-07 6.98582e-08 -6.21082e-06 2.28053e-07 9.52943e-08 1.4265e-06 5.07748e-06 5.42015e-08
internal_weight=0 3097 3069 3047 53 2994 2961 2935 2915 2872 2840 2820 793 767 745 725 215 189 2027 2000 1980 1960 1939 1913 47 1866 1832 593 162 431
internal_count=3121 3097 3069 3047 53 2994 2961 2935 2915 2872 2840 2820 793 767 745 725 215 189 2027 2000 1980 1960 1939 1913 47 1866 1832 593 162 431
is_linear=0
shrinkage=0.1


Tree=6084
num_leaves=31
num_cat=0
split_feature=12 130 130 1204 399 400 132 15 393 132 12 2 142 11 33 9 1 2 147 150 456 147 374 39 150 1 45 3 2 2
split_gain=4.28514e-08 1.09561e-07 5.6099e-08 5.64392e-08 9.39707e-08 2.40515e-07 9.55089e-08 1.22695e-06 1.03047e-06 8.01419e-08 2.55724e-07 1.07523e-07 3.96197e-08 8.01174e-08 7.99242e-08 8.08681e-08 1.37393e-07 5.15384e-08 6.34429e-08 7.47739e-08 3.24439e-07 1.44322e-07 5.57364e-08 2.47493e-07 8.92684e-08 7.71095e-08 5.83726e-08 5.84914e-08 6.2209e-08 1.00727e-07
threshold=0.23631000000000002 -0.22461999999999996 -0.14628999999999995 0.058775000000000008 0.093190000000000009 0.10782000000000001 -0.083284999999999984 0.090455000000000021 0.10856500000000001 -0.41094499999999995 0.089505000000000015 0.089725000000000013 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.088235000000000022 0.12577000000000002 -0.045829999999999989 0.099730000000000027 0.12640500000000002 -0.085409999999999986 0.092070000000000013 0.085145000000000012 0.089790000000000023 0.116995 0.14804000000000003 0.10041000000000001 0.31534000000000006 0.13754500000000003 0.12437500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 9 12 11 -11 -4 -8 -14 -15 17 -17 -16 19 21 -21 22 24 -24 25 26 27 28 29 -19
right_child=-2 2 3 -5 5 -7 8 -9 -10 10 -12 -13 13 14 15 16 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.3742204929176892e-06 -4.300430855832731e-06 -4.9440126017345951e-06 -2.9479168188117913e-06 -5.0333894857989103e-06 1.2560054457415909e-05 -1.0513665210797786e-06 4.1382775179954479e-06 2.5519393896047409e-05 -2.2229922833936319e-05 1.5805580802842125e-07 -1.2345174997920238e-05 6.8892924591636986e-06 -5.3513624867004444e-06 -5.6032550578493107e-06 -3.8632619186821962e-06 9.9422457744615471e-06 -9.9842913717414698e-07 6.0766391105078916e-08 4.8776585521813518e-06 5.8481909252891679e-06 -1.0250020759192393e-05 6.9767224476890988e-06 1.030282005740446e-05 -3.9140363551718833e-06 -6.4080103573939013e-06 -5.3241369751386063e-06 4.8567101985099727e-06 -4.912472203007686e-06 2.7219879795904405e-06 -4.057933076926587e-06
leaf_weight=27 23 23 20 22 21 34 23 20 21 74 21 25 28 25 34 22 24 2233 27 21 31 30 25 24 22 27 25 24 84 61
leaf_count=27 23 23 20 22 21 34 23 20 21 74 21 25 28 25 34 22 24 2233 27 21 31 30 25 24 22 27 25 24 84 61
internal_value=0 3.19297e-08 -2.38313e-08 1.32961e-08 4.99871e-08 4.14572e-06 -2.58343e-08 2.35068e-06 -1.61104e-07 -9.59133e-07 -2.60582e-06 2.5172e-06 5.00553e-09 -2.93513e-08 2.50541e-08 7.68993e-08 4.23407e-06 5.22394e-09 5.51588e-08 5.2135e-09 -3.74882e-06 8.16165e-08 -3.05525e-10 3.33946e-06 -6.63995e-08 -9.54721e-09 4.95768e-08 -4.55832e-10 4.91188e-08 -4.87544e-08
internal_weight=0 3098 3071 3048 3026 55 2971 160 2811 140 95 45 2790 2767 2739 2714 46 2668 2634 2607 52 2555 2525 49 2476 2454 2427 2402 2378 2294
internal_count=3121 3098 3071 3048 3026 55 2971 160 2811 140 95 45 2790 2767 2739 2714 46 2668 2634 2607 52 2555 2525 49 2476 2454 2427 2402 2378 2294
is_linear=0
shrinkage=0.1


Tree=6085
num_leaves=31
num_cat=0
split_feature=132 393 1203 130 10 48 40 12 12 142 45 2 1456 153 16 2 13 2 1374 157 2 42 52 52 4 15 156 1455 2 2
split_gain=4.59232e-08 2.63768e-07 2.31063e-07 4.59938e-08 9.33513e-08 1.51326e-07 1.22966e-07 7.25559e-08 8.27966e-08 1.63019e-07 8.98508e-08 2.97731e-07 8.87969e-08 1.35129e-07 9.18103e-08 5.47126e-08 9.91343e-08 7.75293e-08 1.98543e-07 1.93182e-07 2.96261e-07 2.91607e-07 2.40521e-07 2.91812e-07 3.109e-07 2.58437e-07 2.01089e-07 1.17093e-07 1.36074e-07 7.83524e-07
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 -0.23647499999999996 -0.38124499999999995 0.086665000000000006 -0.24134999999999998 0.14786000000000002 0.12757000000000002 -0.057499999999999989 0.083445000000000005 0.11389000000000002 0.11510000000000002 0.082840000000000011 -0.018494999999999998 0.14285500000000004 -0.13710499999999998 0.113445 -0.24481499999999998 -0.0041249999999999993 0.11510000000000002 -0.064119999999999996 -0.23375999999999997 0.10263500000000002 0.010840000000000001 -0.053579999999999996 0.11582500000000001 0.10861000000000001 0.096325000000000008 0.097385000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -5 -6 8 9 -8 12 -12 13 15 -14 17 -17 18 -11 26 -21 -22 -23 24 -24 -26 -19 28 -20 -30
right_child=1 -3 -4 4 6 -7 7 -9 -10 10 11 -13 14 -15 -16 16 -18 19 27 20 21 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-3.6196676839524016e-07 -4.7574927350524383e-06 1.1012693618216542e-05 -1.1645605466696908e-05 1.1017393074439498e-05 -7.6377125619079125e-06 -1.136757087546617e-06 8.6170966060773356e-06 5.5177890734133449e-06 -6.2595489344814626e-06 9.8422368978390309e-06 -1.3116734789080163e-05 3.3521793946657334e-06 9.513391476048127e-06 -8.0144137525296944e-06 1.5192086018280614e-07 -1.4694745206927313e-06 6.7010260932654622e-06 -2.0086867534701016e-06 -2.1201950962949875e-07 -1.154794202427707e-05 7.1188725553718223e-06 -1.1682499296983696e-05 1.1322519674195065e-05 -8.9007319765618091e-06 1.5982800933953947e-06 -1.1500770397105954e-05 1.0947618445401453e-05 -5.9323181925918794e-06 1.5684138906476007e-05 4.3103325629848167e-07
leaf_weight=196 20 22 20 20 21 21 22 24 21 21 21 23 20 21 22 27 33 25 1817 33 34 27 24 38 61 20 23 32 37 375
leaf_count=196 20 22 20 20 21 21 22 24 21 21 21 23 20 21 22 27 33 25 1817 33 34 27 24 38 61 20 23 32 37 375
internal_value=0 1.04594e-07 -1.40675e-06 2.13553e-08 5.47388e-08 4.7921e-06 -1.40889e-08 4.30679e-08 -4.24696e-09 4.34168e-08 -2.5574e-08 -4.50798e-06 4.77442e-08 -2.46141e-08 4.60976e-06 3.92556e-08 3.0243e-06 -3.05156e-08 1.637e-07 -1.58561e-06 -2.75728e-06 -1.33526e-06 -3.02609e-06 -1.39166e-06 1.32591e-06 -1.63605e-06 4.19954e-06 7.38067e-08 1.60032e-07 1.80085e-06
internal_weight=0 2905 216 2883 2863 41 2822 2801 2777 2756 2734 44 2690 2648 42 2627 60 2567 2282 285 237 204 170 143 105 81 48 2261 2229 412
internal_count=3121 2905 216 2883 2863 41 2822 2801 2777 2756 2734 44 2690 2648 42 2627 60 2567 2282 285 237 204 170 143 105 81 48 2261 2229 412
is_linear=0
shrinkage=0.1


Tree=6086
num_leaves=31
num_cat=0
split_feature=160 483 479 1447 481 481 481 13 481 160 1456 1455 1456 42 483 483 52 15 4 484 475 150 133 474 15 159 484 13 51 475
split_gain=4.09409e-08 4.5481e-08 5.4803e-08 4.66755e-08 6.09207e-08 9.15661e-08 7.90593e-08 4.58323e-07 6.7047e-08 2.22829e-07 5.52288e-08 2.45679e-07 1.57525e-07 9.21554e-08 6.54121e-08 9.77778e-08 2.57754e-07 8.05668e-08 1.0739e-07 8.05097e-08 4.50743e-07 5.35502e-07 2.93127e-07 4.41884e-07 5.76981e-07 3.06918e-07 1.1936e-07 1.97023e-07 1.0113e-07 8.97665e-08
threshold=0.62940000000000007 -0.47181499999999993 0.11469500000000001 0.090670000000000014 -0.24785499999999996 -0.15265499999999996 -0.086484999999999992 -0.085744999999999988 -0.08347499999999998 -0.025879999999999997 -0.15308499999999997 0.083760000000000015 -0.091834999999999986 0.08623500000000002 0.11832500000000001 0.10083000000000002 0.12445000000000002 -0.56020999999999987 0.6227450000000001 0.085790000000000019 -0.085774999999999976 0.10874500000000002 0.090665000000000009 0.086515000000000009 -0.016799999999999995 0.10545500000000001 0.055320000000000008 -0.085034999999999986 -0.084829999999999989 -0.008964999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -7 9 -8 11 13 -12 -10 15 17 -17 -14 19 26 -21 22 23 24 -22 -25 -19 -28 -29 -26
right_child=-2 2 -4 -5 5 6 8 -9 10 -11 12 -13 14 -15 -16 16 -18 18 -20 20 21 -23 -24 25 29 -27 27 28 -30 -31
leaf_value=4.7830975495344324e-06 -4.4005094044526538e-06 5.4367570122676197e-06 -5.0921002076349744e-06 -4.2693166869867126e-06 -6.5482571980759361e-06 -7.0362373385844123e-06 3.6797367647523063e-06 1.135279182810998e-05 -2.9213902058183355e-06 -1.0904510510168951e-05 8.3755317261776607e-06 -1.0658247525498156e-05 -4.7291021698064083e-06 6.1315886914994543e-06 -3.9491067232688694e-06 -9.1325479287560381e-07 1.3027274872001727e-05 6.2481262973322978e-08 6.6233795878360983e-06 -1.4462374529102818e-05 -1.9335860582530941e-05 1.5280074630936725e-05 8.951072895797552e-06 1.0972227410093184e-05 3.5774355001194633e-06 -5.4265078688331414e-06 1.2596562971793901e-05 -2.5479382943007238e-06 5.8839967769017683e-06 -5.8970832355953465e-06
leaf_weight=20 21 21 21 25 21 23 20 33 22 22 23 25 35 23 40 36 21 2384 25 25 31 20 20 25 20 21 20 33 25 20
leaf_count=20 21 21 21 25 21 23 20 33 22 22 23 25 35 23 40 36 21 2384 25 25 31 20 20 25 20 21 20 33 25 20
internal_value=0 2.98079e-08 -1.05766e-09 3.38923e-08 6.93505e-08 3.19408e-08 7.81253e-08 3.80015e-06 7.13292e-09 -3.95963e-06 6.47017e-08 -2.71e-06 1.3348e-07 1.70569e-06 6.58014e-08 1.23967e-07 4.22273e-06 3.7566e-08 1.00074e-07 3.83935e-08 -1.99116e-06 -5.30358e-09 -2.23675e-06 -4.14919e-06 -9.09584e-06 3.48585e-06 1.88426e-07 4.03781e-06 1.08652e-06 -1.15982e-06
internal_weight=0 3100 3080 3059 3034 3013 2992 56 2936 42 2894 70 2824 45 2801 2761 57 2704 2669 2644 182 157 137 117 71 46 2462 78 58 40
internal_count=3121 3100 3080 3059 3034 3013 2992 56 2936 42 2894 70 2824 45 2801 2761 57 2704 2669 2644 182 157 137 117 71 46 2462 78 58 40
is_linear=0
shrinkage=0.1


Tree=6087
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1210 1210 457 457 457 52 2 12 51 1375 42 48 48 0 448 447 148 3 151 151 151 1373 1374 43 43 150 159
split_gain=3.90553e-08 5.2293e-08 9.62506e-08 1.28064e-07 6.51511e-08 4.09313e-08 2.01791e-07 1.56893e-07 1.36691e-07 2.23964e-07 1.42108e-07 2.23475e-07 1.40703e-07 1.05847e-07 5.45284e-08 6.86701e-08 7.94792e-08 6.43541e-08 6.575e-08 7.52593e-08 1.71163e-07 5.68257e-08 1.45871e-07 7.21039e-08 6.96646e-08 2.7567e-07 7.83246e-08 2.71746e-07 2.66329e-07 2.57136e-07
threshold=0.11531000000000001 0.10233500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 -0.081909999999999997 -0.067164999999999989 -0.0071649999999999995 -0.015069999999999998 0.08734500000000002 0.089210000000000025 -0.013439999999999999 0.083945000000000006 0.085730000000000015 -0.11155999999999998 -0.089814999999999992 -0.26609999999999995 -0.083689999999999987 0.094580000000000011 -0.081784999999999983 -0.083924999999999986 0.10280000000000002 0.13340000000000005 0.079100000000000018 -1.0000000180025095e-35 -0.035729999999999991 -0.082389999999999977 -0.083134999999999987 0.10874500000000002 0.11084000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 8 -7 -8 9 -6 11 -10 -11 -13 -9 -16 -17 -18 19 20 -19 23 -23 24 -21 -26 27 29 -28 -27
right_child=-2 -3 -4 4 5 6 7 14 10 12 -12 13 -14 -15 15 16 17 18 -20 21 -22 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=7.8309932048016764e-06 -3.6526931408247796e-06 4.0557596300061508e-06 -5.5516196176364663e-06 -5.4273305222936461e-06 7.5888769941099911e-06 7.4670490325720376e-06 -8.5778925784736562e-06 -4.3730100026516961e-06 -1.5227705495947572e-05 2.808115981072964e-06 2.1058138084981692e-06 -7.6135631735225968e-06 -6.4075606624592681e-06 2.4267009523880136e-06 5.9812361087097091e-06 6.2278464914318946e-06 -5.5995078173509683e-06 1.0724864638350915e-05 -5.1160080298965717e-06 -5.6628795586480668e-06 -2.0427809258329772e-06 7.9778074560353772e-06 -3.123371541846609e-06 -4.4349577163100346e-06 1.1529860074958943e-05 1.0681117126321027e-06 -1.4188820638897385e-07 1.1042961100079432e-05 -1.0145268336398456e-05 -9.1260376970799737e-06
leaf_weight=21 29 32 31 22 35 37 21 27 21 30 25 21 37 21 20 21 20 21 24 21 21 29 20 36 21 512 1866 26 27 26
leaf_count=21 29 32 31 22 35 37 21 27 21 30 25 21 37 21 20 21 20 21 24 21 21 29 20 36 21 512 1866 26 27 26
internal_value=0 3.42642e-08 -7.79065e-09 4.89471e-08 -5.38233e-09 3.4565e-08 1.31079e-07 3.2699e-08 -1.38572e-06 1.10563e-06 -4.27342e-06 -6.80486e-06 -2.28114e-06 -2.59343e-06 9.87408e-08 1.43277e-07 9.98881e-08 5.16907e-08 9.43412e-08 1.41961e-07 4.34104e-06 7.37092e-08 3.44671e-06 8.51112e-09 7.25227e-08 1.21128e-07 2.36172e-08 1.058e-06 -2.84567e-07 5.75458e-07
internal_weight=0 3092 3060 3029 3008 2986 2796 2759 190 102 88 63 67 42 2738 2711 2691 2670 2650 2626 42 2584 49 2535 2499 2478 2457 564 1893 538
internal_count=3121 3092 3060 3029 3008 2986 2796 2759 190 102 88 63 67 42 2738 2711 2691 2670 2650 2626 42 2584 49 2535 2499 2478 2457 564 1893 538
is_linear=0
shrinkage=0.1


Tree=6088
num_leaves=31
num_cat=0
split_feature=130 12 1186 391 130 129 1186 43 132 50 394 15 3 16 0 1213 403 1210 3 484 481 403 4 1212 52 13 52 402 403 52
split_gain=3.73352e-08 9.78707e-08 3.70644e-08 7.03083e-08 5.92701e-08 5.7007e-08 7.24453e-08 4.58515e-07 1.09937e-07 1.80385e-06 1.04175e-06 2.22676e-07 4.97955e-08 1.44856e-07 9.82779e-08 8.72921e-08 4.71699e-08 4.00262e-07 4.25905e-07 2.95461e-07 4.23164e-07 3.10702e-07 4.96309e-07 3.31071e-07 2.78494e-07 5.34224e-07 2.38196e-07 4.67588e-07 1.9382e-07 2.74477e-07
threshold=-0.23647499999999996 0.23631000000000002 0.089315000000000019 -0.086319999999999994 0.13302000000000003 -0.075474999999999987 0.057025000000000006 -0.012164999999999999 -0.083284999999999984 0.096530000000000019 0.09759000000000001 0.091650000000000023 -0.080104999999999996 -0.095094999999999985 -0.082284999999999983 1.0000000180025095e-35 -0.0047449999999999992 -0.064799999999999983 -0.081644999999999981 -0.081614999999999979 -0.081614999999999979 -0.028309999999999998 -0.082109999999999975 0.13631000000000001 0.10611000000000001 -0.080519999999999994 0.090245000000000006 -1.0000000180025095e-35 -0.08670499999999999 0.008405000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 9 11 16 12 14 -14 15 -7 19 18 -18 -10 -21 23 -23 24 26 -26 28 -28 -22 -30
right_child=1 -3 -4 4 -6 6 7 -9 10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 20 21 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-4.3067317710665522e-06 -5.8261842024789771e-06 6.6739123130074326e-06 2.9668830365619392e-06 4.8973382698260023e-06 4.644395539799007e-06 -2.8463831363227875e-06 4.505546133225801e-06 -1.5471382007490322e-05 -8.5669742034610866e-06 3.0695601058141623e-05 -2.2938547989497237e-05 -1.0965510528535562e-05 -4.0712224507019743e-06 6.3273107245451596e-06 -6.5296528146063795e-06 4.3734702121783433e-06 4.1010246263795127e-07 -5.6878022030296372e-08 -1.9980194931468718e-05 1.3769492923424527e-05 -6.6297620414596794e-07 -5.693498932347351e-07 2.038398435615818e-05 -1.2659418182465744e-05 -1.8637938661586739e-05 3.1311589439423293e-07 1.9297164919321189e-05 -1.1353803884617265e-06 1.2779504476673703e-06 1.4494124231780669e-05
leaf_weight=20 21 22 41 23 27 33 27 20 32 20 20 20 21 37 25 34 20 2093 21 26 258 26 20 20 21 51 21 24 55 22
leaf_count=20 21 22 41 23 27 33 27 20 32 20 20 20 21 37 25 34 20 2093 21 26 258 26 20 20 21 51 21 24 55 22
internal_value=0 2.77805e-08 -1.97072e-08 -6.00134e-08 -1.98777e-08 -6.19965e-08 -1.00441e-07 -3.99527e-06 -3.77502e-08 2.28812e-06 -1.99624e-07 -1.05394e-06 2.67606e-07 2.56232e-06 -1.17906e-06 8.17423e-07 -3.18089e-08 -2.4856e-07 -1.00337e-05 7.71225e-07 1.32053e-06 6.95679e-07 8.5408e-06 -6.8887e-08 4.88216e-07 -5.21428e-06 1.56869e-06 8.39981e-06 6.51075e-07 5.054e-06
internal_weight=0 3101 3079 3038 3017 2990 2967 47 2920 190 2730 170 150 58 92 67 2710 2134 41 576 544 518 46 472 452 72 380 45 335 77
internal_count=3121 3101 3079 3038 3017 2990 2967 47 2920 190 2730 170 150 58 92 67 2710 2134 41 576 544 518 46 472 452 72 380 45 335 77
is_linear=0
shrinkage=0.1


Tree=6089
num_leaves=31
num_cat=0
split_feature=132 1185 15 402 402 12 130 1 9 2 39 123 3 10 9 45 16 403 3 48 159 160 160 48 52 52 160 12 1 0
split_gain=4.58602e-08 3.12418e-07 1.48229e-07 3.75742e-08 1.2872e-07 3.7756e-08 1.13945e-07 5.11905e-08 1.63307e-07 1.4978e-07 8.90493e-08 1.80484e-07 1.51324e-07 7.27663e-08 8.34442e-08 6.44044e-08 6.20772e-08 5.6144e-08 6.00845e-08 1.3731e-07 2.43192e-07 2.04448e-07 2.51805e-07 1.85854e-07 2.23925e-07 3.39352e-07 3.6758e-07 3.65692e-07 4.84628e-07 2.05383e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.31278000000000006 0.15960500000000002 0.23631000000000002 -0.22461999999999996 0.13686500000000004 0.092890000000000014 -0.045829999999999989 0.089790000000000023 0.091810000000000017 0.16158000000000003 0.053330000000000009 0.087755000000000014 0.094030000000000016 -0.25582999999999995 0.62487500000000018 -0.016324999999999996 0.085790000000000019 0.10545500000000001 0.098320000000000005 0.088405000000000011 -0.072824999999999987 -0.23375999999999997 -0.094124999999999986 -0.046074999999999991 -0.010834999999999999 0.093575000000000019 -0.23194499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 8 13 -9 12 -12 -11 14 15 17 -14 18 -8 20 23 22 -21 29 -25 -26 -27 -28 -29 -20
right_child=1 3 -4 -5 -6 -7 7 9 -10 10 11 -13 16 -15 -16 -17 -18 -19 19 21 -22 -23 -24 24 25 26 27 28 -30 -31
leaf_value=-3.6381199091846863e-07 1.2258965744833752e-05 6.5408133802217591e-06 -7.9222544278915542e-06 4.2318856382432084e-06 -8.0079153121914715e-06 -3.9923916910597858e-06 -1.9345364268666542e-07 -9.8512145359563871e-06 7.7099731705792305e-06 8.3523811119211242e-06 -1.0574955256908488e-05 1.8440515932525161e-06 -5.7514390209689737e-06 -4.4326471772314518e-06 6.2268405393049099e-06 -4.7279287043368515e-06 1.2324664865965524e-06 5.124256309004109e-06 -8.9899558193080704e-06 -9.9133208518757139e-07 -4.4632570020143172e-06 6.8081376222532234e-06 -1.2799251020450832e-05 -3.3013872613688974e-06 1.7381519984630124e-05 -1.5899572591002827e-06 1.647911119441252e-06 6.2830160298771639e-06 2.5604319311934801e-05 3.2453975965087446e-06
leaf_weight=192 21 27 30 21 20 23 2008 20 28 23 22 25 20 36 22 28 35 22 23 129 46 27 21 30 23 63 47 34 21 34
leaf_count=192 21 27 30 21 20 23 2008 20 28 23 22 25 20 36 22 28 35 22 23 129 46 27 21 30 23 63 47 34 21 34
internal_value=0 1.06074e-07 -1.38522e-06 1.73972e-08 -1.35808e-08 4.27768e-08 7.57579e-08 1.31255e-08 1.13528e-07 -1.81627e-06 -5.30683e-07 -3.9691e-06 1.54118e-06 3.21581e-08 9.45061e-08 4.17238e-08 -1.30714e-06 9.45523e-08 5.03969e-08 1.03363e-06 2.26665e-06 -1.20252e-06 -2.64444e-06 3.39238e-06 4.7217e-06 6.00198e-06 4.41574e-06 8.12515e-06 1.36602e-05 -1.69167e-06
internal_weight=0 2899 222 2878 2857 2837 2814 2787 2642 145 125 47 78 2614 2578 2556 55 2528 2506 498 321 177 150 275 218 188 165 102 55 57
internal_count=3121 2899 222 2878 2857 2837 2814 2787 2642 145 125 47 78 2614 2578 2556 55 2528 2506 498 321 177 150 275 218 188 165 102 55 57
is_linear=0
shrinkage=0.1


Tree=6090
num_leaves=31
num_cat=0
split_feature=160 130 12 4 12 142 11 33 132 1 1185 1203 9 1 12 3 2 402 15 157 4 12 12 3 42 4 12 484 12 12
split_gain=4.36098e-08 4.09124e-08 1.20995e-07 1.35893e-07 1.14098e-07 1.06315e-07 6.49584e-08 6.92043e-08 5.67834e-08 1.05452e-06 5.02728e-07 3.0775e-07 5.82782e-08 9.10233e-08 5.74036e-08 2.40266e-07 2.55242e-07 2.28001e-07 3.2708e-07 1.28642e-07 2.16088e-07 9.89817e-08 3.61593e-07 3.49948e-07 7.04361e-07 2.92588e-07 1.65212e-07 1.80924e-07 2.22166e-07 1.67981e-07
threshold=0.62940000000000007 -0.23647499999999996 0.14786000000000002 -0.011559999999999999 0.12757000000000002 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.087075000000000014 0.088235000000000022 0.12577000000000002 0.099815000000000015 -0.065229999999999996 0.10444500000000002 0.024785000000000005 0.11069000000000001 -0.04831499999999999 -0.090289999999999981 0.096525000000000014 0.096990000000000007 -0.073309999999999986 0.097020000000000009 -0.069999999999999993 0.094580000000000011 -0.073334999999999984 0.095175000000000023 0.095565000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 -8 9 11 -10 -9 14 -14 21 17 -17 18 19 -16 -21 26 -23 24 25 -24 -12 -28 -29 -30
right_child=-2 2 3 -5 -6 6 7 8 10 -11 12 -13 13 -15 15 16 -18 -19 -20 20 -22 22 23 -25 -26 -27 27 28 29 -31
leaf_value=-4.4774742059416891e-06 -4.5416764578476433e-06 6.8165955756581842e-06 5.0287488757648728e-07 1.1065555060797904e-05 -5.8684352137389043e-06 -4.802310597134303e-06 -5.2018666974618107e-06 -7.9443591226456725e-08 -1.5092992122266549e-05 1.7206499799410975e-05 2.3762814594289623e-07 -1.331752354872151e-05 8.0710510800323085e-06 -7.3245726828948439e-07 -6.7188009671510732e-06 -1.5677425728261535e-05 -1.2837692953380856e-06 9.0565180994417473e-06 -1.1296643784859313e-05 1.1030609849036584e-05 4.1627950579349398e-08 1.2926816268889395e-05 -4.0622516489316575e-06 1.0435792490170571e-05 -1.7872836811559114e-05 1.0403523278741718e-05 5.3898084036063669e-06 -1.2846320859588795e-05 5.327225401396434e-06 -4.9412892787420956e-06
leaf_weight=20 21 23 29 21 33 28 25 144 22 36 2121 20 23 24 21 22 28 25 27 21 121 28 29 25 23 27 20 27 21 66
leaf_count=20 21 23 29 21 33 28 25 144 22 36 2121 20 23 24 21 22 28 25 27 21 121 28 29 25 23 27 20 27 21 66
internal_value=0 3.07667e-08 6.0041e-08 4.9392e-06 -2.04732e-08 4.39188e-08 -8.45898e-09 3.71038e-08 8.19426e-08 1.70822e-06 -3.75925e-08 -1.69384e-06 8.51265e-08 3.57564e-06 2.3266e-08 -1.37306e-06 -7.61698e-06 7.90165e-08 -1.10223e-06 5.86411e-07 1.66676e-06 1.78283e-07 2.83985e-06 1.24129e-07 -3.13906e-06 2.91232e-06 2.2484e-08 -3.38289e-06 -4.92197e-06 -2.46268e-06
internal_weight=0 3100 3080 50 3030 2997 2974 2946 2921 200 2721 164 2699 47 2652 265 50 215 190 163 142 2387 132 104 79 56 2255 134 114 87
internal_count=3121 3100 3080 50 3030 2997 2974 2946 2921 200 2721 164 2699 47 2652 265 50 215 190 163 142 2387 132 104 79 56 2255 134 114 87
is_linear=0
shrinkage=0.1


Tree=6091
num_leaves=31
num_cat=0
split_feature=394 128 42 50 131 1209 1208 1208 1209 1210 400 403 1209 403 1209 42 12 3 13 130 128 448 4 4 1375 484 43 39 4 457
split_gain=4.80992e-08 4.43751e-08 7.02215e-08 1.75479e-07 6.32446e-08 6.41831e-08 1.1862e-07 6.58584e-08 6.53207e-08 6.21555e-08 4.92099e-08 7.30397e-08 9.99376e-08 5.74378e-08 8.20775e-08 4.82201e-08 1.18452e-07 3.23895e-07 7.34224e-07 1.61853e-07 1.08983e-07 1.09829e-07 6.59492e-08 4.16575e-07 3.56177e-07 1.55438e-07 3.16496e-07 2.75771e-07 1.84077e-07 1.60582e-07
threshold=0.264685 0.10979500000000002 -0.09693499999999998 0.09227500000000001 0.13857500000000003 0.14268500000000003 0.11253500000000001 0.10233500000000001 0.10656 -0.14310999999999999 0.12955000000000003 -0.55276999999999987 -0.087714999999999987 -0.52800499999999995 -0.069599999999999981 -0.095859999999999987 0.089300000000000004 -0.094874999999999987 0.10591500000000001 0.087570000000000023 0.09258000000000001 0.053555000000000005 -0.0092149999999999992 -0.0086549999999999978 -0.15308499999999997 0.090535000000000018 -0.080954999999999985 0.11593500000000001 -0.0078799999999999981 -0.098834999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 8 9 -1 11 -11 -13 -14 -15 16 19 18 -18 -16 21 22 24 -24 -17 27 -27 28 -25 -30
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 10 -12 12 13 14 15 20 17 -19 -20 -21 -22 -23 23 25 -26 26 -28 -29 29 -31
leaf_value=-4.1986074393207675e-06 4.3686992648872544e-06 -6.9127452907954042e-06 6.1268968920558109e-06 -6.5034638499706821e-06 -5.5833143755990028e-06 5.7047985842473285e-06 -7.6545631890212467e-06 5.2898462061061009e-06 5.5873855596170566e-06 -5.0784137690535704e-06 4.6480405711443616e-06 5.2894167702611921e-06 -4.7849511465756228e-06 6.1135925916873521e-06 2.0730391365207757e-06 -1.2294414249481636e-05 2.1896651400036642e-05 -4.5563409184978812e-06 -1.2619768379564205e-07 -6.054070906944426e-06 -6.4560629012972915e-06 -7.1036410769341863e-06 1.4190729110520228e-05 8.2764866764873978e-06 -2.4956534993507286e-07 -1.1826692147106741e-05 3.4698212156089119e-08 1.1285023316531807e-05 -8.2558925193800625e-06 3.912007110237851e-07
leaf_weight=35 25 24 22 22 20 20 20 24 21 28 23 36 25 22 69 25 24 30 41 38 27 22 22 29 1366 31 82 24 22 902
leaf_count=35 25 24 22 22 20 20 20 24 21 28 23 36 25 22 69 25 24 30 41 38 27 22 22 29 1366 31 82 24 22 902
internal_value=0 -3.52785e-08 -2.56162e-06 -1.88283e-07 2.14557e-08 5.87215e-08 2.09298e-08 7.26515e-08 3.012e-08 -9.80563e-09 4.09589e-08 3.97364e-09 5.41347e-08 -1.31521e-08 2.98216e-08 -1.87779e-08 1.46852e-06 4.03848e-06 8.00532e-06 -8.13224e-07 -1.36503e-07 -6.89271e-08 -7.09577e-09 5.67002e-07 -4.66044e-07 2.92027e-07 -3.21931e-06 6.9815e-07 4.31534e-07 1.85318e-07
internal_weight=0 3096 68 44 3028 3008 2988 2968 2944 2923 2888 2865 2837 2801 2776 2754 202 95 65 107 2552 2525 2503 1112 1391 1090 113 977 953 924
internal_count=3121 3096 68 44 3028 3008 2988 2968 2944 2923 2888 2865 2837 2801 2776 2754 202 95 65 107 2552 2525 2503 1112 1391 1090 113 977 953 924
is_linear=0
shrinkage=0.1


Tree=6092
num_leaves=31
num_cat=0
split_feature=132 1185 15 12 130 39 1208 1208 403 3 402 1210 42 42 42 43 42 43 1212 1456 1453 50 12 42 4 12 10 0 12 133
split_gain=4.66052e-08 3.21768e-07 1.1331e-07 3.72071e-08 1.01223e-07 4.60311e-08 3.69106e-08 1.35767e-07 6.44313e-08 3.80441e-07 8.56422e-08 4.32792e-08 4.05367e-08 3.3622e-07 2.06666e-07 1.62081e-07 5.85678e-07 4.65199e-07 1.53667e-07 1.77931e-07 3.06668e-07 1.40846e-07 1.54445e-07 3.58005e-07 5.21177e-07 2.25961e-07 1.26074e-07 1.24758e-07 2.50686e-07 2.09702e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.23631000000000002 -0.22461999999999996 0.13507500000000003 0.11846000000000001 0.10683000000000002 -0.53960999999999981 -0.085709999999999995 0.23460000000000003 -0.094799999999999982 0.08623500000000002 0.086375000000000021 0.085730000000000015 -0.0047449999999999992 0.088200000000000014 -0.0082299999999999995 0.087505000000000013 -0.15308499999999997 -0.077984999999999985 -0.46943999999999991 0.094225000000000017 0.097020000000000009 -0.046564999999999988 0.09320500000000001 -0.086389999999999981 -0.069954999999999976 0.10345000000000001 0.51114000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 7 8 9 -6 11 -10 14 -14 26 17 -17 18 19 -15 -21 -22 25 24 -24 -23 -13 29 -29 -18
right_child=1 3 -4 -5 5 -7 -8 -9 10 -11 -12 12 13 15 -16 16 27 -19 -20 20 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-5.033794403234519e-07 1.244035581424084e-05 6.143124410637366e-06 -7.1118225937993886e-06 -3.9890065557341112e-06 -7.4767543451127418e-06 -4.673372861166822e-06 3.9308015705804193e-06 -7.6589461791034257e-06 4.2686274307849699e-06 9.2946129179357462e-06 -5.6191547577731806e-06 -5.9027037564560856e-06 1.3023110737516879e-05 -7.2627555474420148e-06 -7.6923187673155308e-06 1.631574962385895e-05 1.1423125410173069e-06 -1.2944637429145273e-05 7.239757165474917e-06 1.2247352796066481e-05 -8.0131433289510749e-06 -4.0145788931066343e-07 2.1482461057703838e-05 -1.381682689239869e-06 1.6594807410304687e-06 -1.0373521092787996e-05 3.0126457347202724e-09 1.2093823469810489e-05 -8.6929477090182324e-07 -7.5180095718150964e-06
leaf_weight=192 21 27 30 23 21 21 24 23 24 38 27 37 21 35 37 27 139 29 28 20 23 427 21 81 36 24 1569 26 35 35
leaf_count=192 21 27 30 23 21 21 24 23 24 38 27 37 21 35 37 27 139 29 28 20 23 427 21 81 36 24 1569 26 35 35
internal_value=0 1.06949e-07 -1.39641e-06 1.69551e-08 4.92273e-08 -8.95352e-09 2.59424e-08 -7.73229e-09 5.60278e-08 3.32514e-06 -1.5382e-08 4.12006e-08 2.91452e-09 5.02495e-07 -3.0328e-07 2.35829e-07 2.36714e-06 -5.35447e-07 -1.7653e-08 -3.22312e-07 6.20481e-08 -3.36164e-07 -3.63843e-08 2.89099e-06 8.96268e-06 -9.32122e-07 -1.33047e-07 7.64533e-07 4.65597e-06 -5.99706e-07
internal_weight=0 2899 222 2878 2855 2828 2807 2783 2760 59 2701 2674 2650 1007 1643 986 262 724 695 667 632 612 589 138 57 451 1606 235 61 174
internal_count=3121 2899 222 2878 2855 2828 2807 2783 2760 59 2701 2674 2650 1007 1643 986 262 724 695 667 632 612 589 138 57 451 1606 235 61 174
is_linear=0
shrinkage=0.1


Tree=6093
num_leaves=31
num_cat=0
split_feature=421 10 10 11 9 149 9 46 1428 473 471 475 471 1419 15 156 47 9 30 47 42 47 47 394 11 12 1426 15 480 160
split_gain=4.29834e-08 9.36824e-08 8.20414e-08 8.56796e-08 1.17499e-07 8.1276e-08 8.80804e-08 4.26141e-08 5.90656e-08 1.04249e-07 4.39448e-08 8.0555e-08 7.81815e-08 7.71003e-08 1.66259e-07 7.26375e-08 5.06646e-08 2.24529e-07 5.43698e-07 2.14194e-07 2.12358e-07 9.00611e-08 7.43372e-08 6.70675e-08 6.84856e-08 3.66169e-07 7.86645e-08 6.86441e-08 1.85245e-07 1.35502e-07
threshold=-1.0000000180025095e-35 0.11294000000000003 0.053330000000000009 -1.0000000180025095e-35 0.091600000000000015 0.097720000000000015 0.081890000000000004 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 -0.50059999999999982 0.10338500000000002 0.089680000000000024 -0.065449999999999994 -0.092099999999999987 0.092165000000000011 -0.013509999999999999 0.086065000000000016 0.097970000000000015 0.086555000000000007 0.087885000000000019 0.078875000000000015 0.264685 0.090070000000000025 0.10149500000000002 -0.021179999999999997 0.12044500000000001 0.11704500000000002 -0.42113499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 -10 -11 -12 13 15 -15 -13 17 18 -17 20 -18 22 23 24 26 -26 -19 28 -28 -29
right_child=1 -3 -4 4 -6 -7 -8 -9 9 10 11 12 -14 14 -16 16 19 21 -20 -21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-4.6210192454054778e-06 5.9770779463027196e-06 5.1013835925712354e-06 -4.8435546120474878e-06 -4.2793801924290165e-06 -7.3029848920214139e-06 -5.1467447110553624e-06 6.698391425743466e-06 3.1644368473386091e-06 7.2353149789705641e-06 -4.4617895776417011e-06 6.3488474006589977e-06 -5.0150655797238119e-06 -5.9580643396243845e-06 1.0832478483280284e-05 -2.0616835126929801e-06 1.9665045083456793e-05 -1.3456846100395453e-05 -6.3741921076143633e-06 -5.2835048393262694e-07 -1.4406572190517037e-08 2.4919022280300855e-07 -6.0861368050761182e-06 4.7128021418864268e-06 5.2615167002538028e-06 1.3939845411385932e-05 -4.0579051528766289e-06 -1.036934759711856e-07 9.7858636240744101e-06 -8.9396123390391345e-06 7.2967394783661711e-07
leaf_weight=20 24 36 35 32 22 30 20 43 20 22 20 29 22 20 20 20 26 20 40 227 20 24 34 24 20 26 2086 20 24 95
leaf_count=20 24 36 35 32 22 30 20 43 20 22 20 29 22 20 20 20 26 20 40 227 20 24 34 24 20 26 2086 20 24 95
internal_value=0 2.98183e-08 -2.97499e-08 2.58551e-08 -2.16596e-08 3.20231e-08 8.46172e-08 3.95335e-08 -6.94548e-09 4.08747e-08 -9.80821e-09 2.49605e-08 -2.02585e-08 2.6816e-08 4.3854e-06 -3.69293e-08 1.6421e-08 1.61364e-07 6.20278e-06 -1.27533e-06 -7.4977e-06 8.61059e-09 7.08813e-08 2.70624e-09 -5.23839e-08 3.7672e-06 -1.30647e-07 -7.45254e-08 -2.04197e-07 2.30466e-06
internal_weight=0 3101 3065 3030 3006 2984 2954 2934 2891 2859 2839 2817 2797 2775 40 2735 2706 2433 60 273 46 2373 2349 2315 2291 46 2245 2225 2110 115
internal_count=3121 3101 3065 3030 3006 2984 2954 2934 2891 2859 2839 2817 2797 2775 40 2735 2706 2433 60 273 46 2373 2349 2315 2291 46 2245 2225 2110 115
is_linear=0
shrinkage=0.1


Tree=6094
num_leaves=31
num_cat=0
split_feature=402 1212 401 132 393 1203 130 12 401 133 0 3 133 1208 133 1209 1212 401 401 401 390 401 2 132 48 2 131 2 12 480
split_gain=4.28114e-08 1.10498e-07 6.14765e-08 4.38589e-08 2.14e-07 1.61743e-07 4.2278e-08 9.08769e-08 3.80744e-08 1.58718e-07 1.49498e-07 1.4968e-07 1.42424e-07 1.03127e-07 1.24175e-07 1.48134e-07 4.3093e-08 3.90803e-07 2.63692e-07 9.62483e-08 1.55752e-07 9.78947e-08 6.63269e-08 5.31186e-08 1.57471e-07 1.67775e-07 1.5678e-07 1.45146e-07 1.34318e-07 1.02224e-07
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.083449999999999983 0.12679500000000002 0.089480000000000018 -0.23647499999999996 0.23631000000000002 -0.078179999999999986 0.51114000000000004 -0.071924999999999989 -0.078084999999999988 0.41484500000000007 0.11253500000000001 0.40431 -0.089214999999999989 -0.089544999999999986 0.11336 0.11655000000000001 0.10632500000000002 0.089065000000000019 0.094270000000000007 0.084985000000000019 0.090050000000000005 0.084170000000000009 0.088665000000000008 0.083410000000000026 0.082850000000000021 0.094435000000000005 0.11471500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -5 8 10 12 11 -8 13 14 15 -10 18 19 22 20 21 23 -17 29 25 27 -27 -25 -26 -18
right_child=-2 -3 -4 4 -6 -7 7 -9 9 -11 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=-5.1592750982194368e-07 4.4999081560653006e-06 -7.2596928086048657e-06 5.060202981136778e-06 -4.5755655634138751e-06 9.9068937660459511e-06 -9.9678987157858505e-06 3.8812359222598992e-06 6.4403540487877436e-06 -6.9521579000079768e-06 -6.6720971659606224e-06 8.2047730992834889e-06 -6.5956591861322534e-06 6.5412278025067993e-06 -7.2228030944643258e-06 7.1452824291403276e-06 -4.0684735998211456e-06 3.8010747423148243e-08 -1.33450163792242e-05 1.1967411319346866e-05 6.3445050273003296e-06 -8.8077236998174165e-06 6.2786471826257191e-06 2.0979876596258594e-06 -4.7314943740588964e-06 7.2486010367356357e-06 -1.2017110187764158e-05 -2.0286674994925612e-06 5.3624879480399357e-06 -2.9087369947102044e-06 5.731583168966381e-06
leaf_weight=191 21 21 24 20 22 20 30 22 31 36 27 25 33 20 24 33 2167 22 21 24 20 25 37 29 30 33 30 28 23 32
leaf_count=191 21 21 24 20 22 20 30 22 31 36 27 25 33 20 24 33 2167 22 21 24 20 25 37 29 30 33 30 28 23 32
internal_value=0 -3.04863e-08 1.88197e-08 -2.07853e-08 8.24195e-08 -1.41185e-06 5.82902e-09 3.85299e-08 -1.2132e-08 -7.66499e-08 2.11066e-06 -8.80989e-07 1.25447e-08 -6.94053e-08 -1.4569e-08 -8.10434e-08 2.35697e-09 -7.65984e-08 2.13936e-06 4.29859e-08 -1.95861e-08 5.374e-08 -8.09058e-07 -1.18682e-08 -1.69902e-06 -3.70407e-06 -7.26071e-06 2.26953e-07 2.8407e-06 1.20864e-07
internal_weight=0 3100 3079 3055 2844 211 2822 2802 2780 2698 82 55 2662 2629 2609 2585 2554 2463 91 2441 2417 2397 70 2372 173 120 63 57 53 2199
internal_count=3121 3100 3079 3055 2844 211 2822 2802 2780 2698 82 55 2662 2629 2609 2585 2554 2463 91 2441 2417 2397 70 2372 173 120 63 57 53 2199
is_linear=0
shrinkage=0.1


Tree=6095
num_leaves=31
num_cat=0
split_feature=12 130 2 11 9 12 33 2 49 97 2 132 1203 1185 50 393 393 1177 128 15 1186 1186 1185 130 160 43 43 42 51 150
split_gain=3.83354e-08 8.88439e-08 4.1437e-08 4.5662e-08 6.58854e-08 1.62906e-07 1.37924e-07 4.29599e-08 6.94642e-08 4.95278e-08 1.63076e-07 4.20512e-08 1.09324e-06 5.19581e-07 2.34616e-07 4.59245e-08 5.26834e-08 5.33818e-08 7.4681e-08 4.87898e-08 4.84064e-08 5.30724e-08 1.33174e-07 1.65435e-07 5.17894e-08 1.96306e-07 3.29404e-07 3.05908e-07 2.1662e-07 4.46772e-07
threshold=0.23631000000000002 -0.22461999999999996 0.25063000000000007 -0.011194999999999998 0.092235000000000011 -1.0000000180025095e-35 -0.0066799999999999993 -0.045829999999999989 -0.045154999999999994 -0.086464999999999986 -0.0050599999999999994 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.10585500000000002 0.088255000000000014 -0.083384999999999973 0.12086000000000001 0.19724500000000003 0.087140000000000009 0.057025000000000006 0.085905000000000009 -0.004729999999999999 0.086325000000000013 -0.095049999999999982 -0.14035499999999998 -1.0000000180025095e-35 0.092790000000000011 0.088690000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 8 -8 -9 -11 12 14 -13 -12 16 17 -15 19 20 21 22 23 -19 -25 26 -26 -27 29 -29
right_child=-2 2 -4 4 5 -7 7 9 -10 10 11 13 -14 15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=5.7414478844832588e-06 -4.0675205641689349e-06 4.195436519274573e-06 -3.1778053121010223e-06 7.1595412009628496e-06 -1.026193950522048e-05 1.6853025081218219e-06 1.187503959867865e-06 -4.8108928521763852e-06 -6.6140258641098631e-06 6.4855043284786435e-06 1.5178470904572152e-07 -1.5439125242912933e-05 2.2992413925662517e-05 5.1435765431051552e-06 -1.128463740769803e-05 3.9510733072661267e-06 -4.2888855079644569e-06 -6.7589609160849431e-06 -6.1295845171116527e-06 4.4010429737681994e-06 4.4301267867770855e-06 -4.3353833124738544e-06 5.9214311464972065e-06 1.5546045917186861e-07 1.3252741496216914e-06 1.1141632732729208e-05 -1.5076351337484085e-05 -1.7115687896671844e-06 -8.4360369256890929e-06 1.3510692009400703e-05
leaf_weight=27 23 26 41 27 21 25 21 21 25 39 174 22 21 20 20 29 29 37 20 25 24 29 37 2054 24 22 25 156 35 22
leaf_count=27 23 26 41 27 21 25 21 21 25 39 174 22 21 20 20 29 29 37 20 25 24 29 37 2054 24 22 25 156 35 22
internal_value=0 3.01991e-08 -2.00138e-08 2.27154e-08 -1.34e-08 -3.76887e-06 4.50015e-08 -2.05367e-08 -3.05246e-06 2.78059e-08 6.32852e-08 -2.53755e-08 1.31888e-06 -1.36109e-07 -1.02723e-06 -6.02149e-09 -5.08655e-08 -2.28738e-09 -4.32903e-08 5.59562e-09 -3.8983e-08 -8.29234e-08 -3.17951e-08 -1.2454e-07 -1.95472e-08 -1.28527e-06 -7.0429e-06 -8.47442e-08 -1.24428e-06 1.69834e-07
internal_weight=0 3098 3071 3030 3004 46 2958 2931 46 2885 2864 2825 215 2610 194 2588 2559 2530 2510 2490 2465 2441 2412 2375 2338 284 49 235 213 178
internal_count=3121 3098 3071 3030 3004 46 2958 2931 46 2885 2864 2825 215 2610 194 2588 2559 2530 2510 2490 2465 2441 2412 2375 2338 284 49 235 213 178
is_linear=0
shrinkage=0.1


Tree=6096
num_leaves=31
num_cat=0
split_feature=130 12 421 9 8 9 147 147 34 11 147 2 132 1186 393 52 13 3 15 16 1 46 1429 1429 156 157 157 2 0 43
split_gain=4.33949e-08 8.44356e-08 3.64557e-08 1.1585e-07 1.10839e-07 7.72282e-08 8.08547e-08 1.06207e-07 9.47351e-08 1.76417e-07 6.47659e-08 5.90072e-08 4.26098e-08 1.02354e-06 4.83748e-07 1.39711e-07 7.22406e-08 5.91102e-08 1.83884e-07 1.47566e-07 4.57808e-08 5.06417e-08 5.40884e-08 6.83627e-08 4.42836e-08 4.71036e-08 4.30281e-08 1.2436e-07 1.31644e-07 7.08672e-08
threshold=-0.23647499999999996 0.23631000000000002 -1.0000000180025095e-35 0.092890000000000014 0.097795000000000007 0.088235000000000022 0.097985000000000017 0.092070000000000013 -0.08786999999999999 -1.0000000180025095e-35 0.090115000000000015 -0.080614999999999978 -0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.10347000000000002 0.056795000000000005 -0.080104999999999996 0.084905000000000022 -0.083539999999999989 0.15799000000000005 0.084955000000000017 -0.13895999999999997 -0.089414999999999981 0.15173500000000004 0.39282000000000006 0.088145000000000015 0.095040000000000013 -0.067094999999999988 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 8 -4 -10 11 -11 13 15 20 16 17 18 -13 -19 21 22 -14 -24 25 26 -25 29 -29 -28
right_child=1 -3 3 4 -6 -7 -8 -9 9 10 -12 12 14 -15 -16 -17 -18 19 -20 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-4.6431091017495873e-06 -4.26968803139971e-06 6.2030701222035774e-06 5.9941262319485904e-06 1.062138130691892e-05 2.1945820446403343e-07 -5.4846085591774545e-06 -4.7214814860573208e-06 5.8689004529902207e-06 -9.2014777843966552e-06 4.9757440478970238e-06 -5.5356790393748926e-06 3.6225873373041395e-07 -3.7565462548627694e-06 2.2309175455163876e-05 -1.5606049782945774e-05 -7.6252250273177607e-06 5.7723048638536061e-06 -4.4524235909193528e-06 -1.0118799607219196e-05 6.7130676923405761e-06 -4.7601161077182048e-06 3.6189353610237822e-06 5.4715124416242876e-06 7.2839747247752867e-08 -4.1930419556592823e-06 3.9752636075718333e-06 -8.7250449535625605e-06 7.7599516589543783e-06 -3.2251900929480828e-06 -1.0972498611885211e-06
leaf_weight=20 20 22 26 20 21 26 36 31 21 24 21 70 38 21 20 27 20 20 22 29 20 39 23 2335 25 30 29 20 24 21
leaf_count=20 20 22 26 20 21 26 36 31 21 24 21 70 38 21 20 27 20 20 22 29 20 39 23 2335 25 30 29 20 24 21
internal_value=0 2.99388e-08 -1.41693e-08 1.36536e-08 5.29357e-06 -5.80749e-08 -1.09191e-08 4.6449e-08 -1.5259e-08 -6.91549e-08 -2.51873e-09 3.8152e-08 -3.6772e-09 1.37049e-06 -1.13129e-07 -9.68404e-07 1.47957e-07 -6.49823e-07 -2.14408e-06 2.15572e-06 5.86435e-09 4.27527e-08 -1.20493e-08 4.47082e-08 -5.54002e-09 3.70332e-08 -1.16069e-08 -2.1093e-06 1.76806e-06 -5.52137e-06
internal_weight=0 3101 3079 3059 41 3018 2992 2956 2925 2899 2878 2857 2833 209 2624 188 161 141 92 49 2604 2584 2545 2507 2484 2459 2429 94 44 50
internal_count=3121 3101 3079 3059 41 3018 2992 2956 2925 2899 2878 2857 2833 209 2624 188 161 141 92 49 2604 2584 2545 2507 2484 2459 2429 94 44 50
is_linear=0
shrinkage=0.1


Tree=6097
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 130 40 39 33 9 2 2 374 39 42 49 42 1201 46 472 47 47 2 13 47 15 13 16 12 1 15
split_gain=4.33121e-08 3.44587e-07 1.63724e-07 4.17578e-08 8.14233e-08 3.50547e-08 4.21384e-08 1.25393e-07 5.39945e-08 1.15934e-07 4.72448e-08 4.07916e-08 3.97483e-08 5.21521e-08 9.86609e-08 7.47752e-08 9.23002e-08 4.14307e-08 1.35616e-07 6.08177e-08 2.99064e-07 2.10816e-07 3.64842e-07 9.92352e-08 6.78362e-08 9.83921e-08 8.77834e-08 7.72732e-08 1.20351e-07 1.17686e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.23631000000000002 -0.22461999999999996 -0.13022999999999998 -1.0000000180025095e-35 -0.009184999999999997 0.088235000000000022 -0.15339499999999998 -0.045829999999999989 0.085145000000000012 0.11785000000000002 -0.23037499999999997 0.097940000000000013 -0.16797499999999996 -0.081779999999999978 0.10253500000000002 0.087430000000000022 0.092165000000000011 0.097970000000000015 -0.0050599999999999994 -0.012119999999999997 0.089640000000000011 -0.13578499999999996 -0.080519999999999994 -0.094359999999999986 0.089005000000000015 0.11751000000000002 -0.065449999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 -7 -8 10 -10 -9 12 13 14 -12 -15 -17 18 19 21 -21 22 -18 -23 25 -22 -26 -28 29 -29
right_child=1 3 -4 -5 5 6 7 8 9 -11 11 -13 -14 15 -16 16 17 -19 -20 20 24 23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-3.1447738249355718e-07 1.2866324310120297e-05 5.509638359163311e-06 -8.4944647170459579e-06 -4.2339182349994947e-06 -4.1797710787250252e-06 3.2858244361332024e-06 -6.4542873466659024e-06 -3.5648927911785687e-06 -4.3412743307822952e-07 9.2146219503774777e-06 8.5870789524733476e-06 3.2025446536465554e-06 -4.0661152633939914e-06 -5.8393924436214462e-06 -1.2267799970036973e-06 6.6179735226580229e-06 -2.0031653580839965e-06 -4.1743387479679461e-06 8.0025699129951794e-06 -9.591562423175232e-06 4.9921628552900597e-07 3.4631379051362999e-08 1.686892063474943e-05 -6.5690493299727045e-06 6.0129966849976592e-06 -6.6301280796210456e-06 -4.4218569906535842e-06 1.0346804694043906e-05 -3.6036399583631116e-06 -2.4005384949261845e-07
leaf_weight=194 21 27 28 23 20 39 30 37 33 20 20 40 24 22 21 21 21 24 21 39 49 2144 20 23 31 32 29 21 26 21
leaf_count=194 21 27 28 23 20 39 30 37 33 20 20 40 24 22 21 21 21 24 21 39 49 2144 20 23 31 32 29 21 26 21
internal_value=0 1.03088e-07 -1.34619e-06 9.95814e-09 4.4147e-08 -8.03416e-09 2.16791e-08 -2.42948e-08 4.61323e-08 3.20691e-06 -1.6236e-08 3.333e-08 -1.5259e-08 2.23505e-08 3.56047e-06 -3.4671e-08 1.59649e-08 -3.94698e-08 5.93536e-10 -6.78273e-08 -1.55265e-06 9.89463e-08 7.20273e-06 -3.54584e-08 -5.25662e-08 -2.31731e-06 1.3806e-06 -9.98631e-08 1.74334e-06 5.05338e-06
internal_weight=0 2899 222 2878 2855 2828 2808 2769 2739 53 2686 2649 2609 2585 41 2544 2522 2501 2477 2456 248 2208 41 2167 209 81 128 97 68 42
internal_count=3121 2899 222 2878 2855 2828 2808 2769 2739 53 2686 2649 2609 2585 41 2544 2522 2501 2477 2456 248 2208 41 2167 209 81 128 97 68 42
is_linear=0
shrinkage=0.1


Tree=6098
num_leaves=31
num_cat=0
split_feature=130 10 42 40 4 10 10 10 33 97 10 45 2 8 52 1204 1210 16 43 3 2 481 1446 159 1446 13 43 2 12 2
split_gain=4.4107e-08 8.08273e-08 1.30942e-07 1.08997e-07 6.77792e-08 4.11029e-08 1.27909e-07 1.4902e-07 6.53862e-08 5.79357e-08 1.30369e-07 4.66425e-08 5.28229e-08 5.37073e-08 4.7411e-08 1.24592e-07 1.37325e-07 1.42271e-07 1.33905e-07 3.39153e-07 1.82149e-07 4.28286e-07 4.46065e-07 4.00132e-07 5.52505e-07 3.10095e-07 1.544e-07 1.34261e-07 4.06323e-07 3.53023e-07
threshold=-0.23647499999999996 -0.38124499999999995 0.089390000000000011 -0.24134999999999998 0.63113500000000011 -0.086389999999999981 -0.012544999999999999 -0.0091199999999999979 -1.0000000180025095e-35 -0.079444999999999988 0.11294000000000003 0.094030000000000016 -0.0091949999999999983 0.08573500000000002 0.091275000000000009 -0.066239999999999979 -0.05860499999999999 0.15891500000000003 -0.082689999999999986 -0.076669999999999988 0.083995000000000014 -0.0066299999999999996 0.089210000000000025 -0.10296999999999999 0.086015000000000008 -0.077799999999999994 -0.079584999999999975 0.097605000000000011 0.096990000000000007 0.10731
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -7 -8 -9 -10 11 12 13 -11 -14 -16 -17 18 19 -18 23 22 -22 25 -25 -20 -23 28 -28 -29
right_child=1 3 -4 4 -6 6 7 8 9 10 -12 -13 14 -15 15 16 17 -19 20 -21 21 26 -24 24 -26 -27 27 29 -30 -31
leaf_value=-4.6810445394385179e-06 -1.3500598805649135e-06 -7.2085520341282799e-06 9.9558701896014459e-06 -3.3339158476706328e-06 5.3139353250723317e-06 7.6164875777480622e-06 -8.2363509033133276e-06 5.3355960161475787e-06 -5.1295714404824892e-06 -7.2585084626552999e-06 7.8720553661003663e-06 -3.6126608519124503e-06 2.8779596830065981e-07 -1.7298431845594441e-07 -8.2685395942202641e-06 5.0147306590292302e-06 -6.8128272232570452e-08 -7.1185323242710138e-06 6.9378978852538159e-06 1.3399362342170208e-05 1.9138608565134001e-05 -8.8708653108299659e-06 -1.4960585485823685e-06 -2.2408699059421149e-05 9.6024505182867881e-08 -7.1096250561216347e-06 -5.0900590467790614e-07 1.0332256581879097e-05 -1.5542061867433534e-05 -2.3472318719453348e-06
leaf_weight=20 20 21 21 37 24 22 22 23 22 20 21 36 2151 23 21 43 100 34 33 23 22 26 20 24 20 30 125 34 21 62
leaf_count=20 20 21 21 37 24 22 22 23 22 20 21 36 2151 23 21 43 100 34 33 23 22 26 20 24 20 30 125 34 21 62
internal_value=0 3.0189e-08 4.44078e-06 -2.89072e-08 2.07053e-08 -2.14298e-08 1.9726e-08 -3.68128e-08 2.46697e-08 -1.72923e-08 2.16382e-08 -3.58439e-08 9.62409e-09 -3.46858e-06 6.325e-08 -6.93801e-07 -4.3599e-07 -8.44319e-07 -4.49276e-07 2.45018e-06 -1.30451e-06 -7.66289e-08 9.31258e-06 -4.86193e-06 -1.21793e-05 2.48601e-07 -1.54807e-06 -7.61325e-07 -2.67129e-06 2.14342e-06
internal_weight=0 3101 41 3060 3039 3015 2978 2956 2934 2911 2889 2868 2832 43 2789 638 617 574 540 123 417 310 42 107 44 63 268 242 146 96
internal_count=3121 3101 41 3060 3039 3015 2978 2956 2934 2911 2889 2868 2832 43 2789 638 617 574 540 123 417 310 42 107 44 63 268 242 146 96
is_linear=0
shrinkage=0.1


Tree=6099
num_leaves=31
num_cat=0
split_feature=1211 403 1212 401 13 1213 402 401 1208 133 52 1209 0 131 131 1209 1213 0 1186 12 132 1211 1203 393 1210 1210 129 0 402 3
split_gain=3.76607e-08 1.44121e-07 7.69571e-08 4.73443e-08 1.84623e-07 1.49392e-07 9.0117e-08 4.55088e-08 4.54859e-08 5.80541e-08 1.96716e-07 1.65458e-07 7.39365e-08 6.41494e-08 7.84329e-08 5.01809e-08 6.49143e-08 6.04042e-07 1.08409e-07 1.1825e-07 7.04786e-08 1.81802e-06 1.56767e-06 2.25394e-07 7.30498e-08 7.81166e-08 7.11508e-08 1.79266e-07 6.0186e-08 4.13684e-07
threshold=0.11716500000000001 0.022375000000000003 0.13631000000000001 -0.06959499999999999 -0.066634999999999986 -0.060974999999999994 -0.43418999999999991 0.13571500000000003 0.11531000000000001 0.40431 0.090245000000000006 -0.093169999999999989 -0.07403499999999999 0.11863000000000001 0.11573500000000002 -0.087714999999999987 0.10336000000000002 -0.086729999999999988 -0.088079999999999978 0.088930000000000023 -0.083284999999999984 0.091735000000000011 0.089165000000000008 0.10317000000000003 -0.094799999999999982 -0.081369999999999984 -0.075474999999999987 -0.086554999999999979 0.094750000000000015 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -5 8 9 11 12 -8 -11 14 15 -13 18 -18 19 -17 22 24 23 -20 -22 -26 27 -27 -28 -30
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leaf_value=1.0648375782693622e-05 6.8673061079493898e-06 -3.794169783976118e-06 -5.8083527382341746e-06 -5.3376293209339572e-06 -7.0141940990911937e-06 4.7775360805892639e-06 -9.1390420396919588e-06 3.8727817900507947e-06 -4.471518079061871e-06 3.4754355147015306e-06 1.0397074591942922e-05 4.9879919527029424e-06 -4.7571314553351845e-06 -4.2656154473823855e-06 6.2821636538501474e-06 4.4204404616721152e-07 8.9474248979968249e-06 -1.0964869550615476e-05 -4.2674002560698472e-08 1.0368865640062031e-05 4.7272953865599866e-06 -3.0219710697565461e-05 2.7555640051668021e-05 -1.1137369299484861e-05 -5.9413415576934566e-06 -2.1048216950703137e-06 9.0796079328525696e-08 1.0976356332719207e-05 -1.1553239517070324e-05 1.4552880954930706e-06
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leaf_count=20 32 21 23 32 21 22 20 30 23 20 23 20 24 35 20 28 25 39 143 21 33 20 21 21 22 22 2199 20 34 87
internal_value=0 2.64295e-06 -4.56478e-08 -2.11999e-09 2.71072e-06 -9.81216e-07 -5.94335e-08 -2.17846e-09 -4.19897e-08 -6.82258e-09 2.90254e-06 -7.57015e-08 -1.01506e-06 -1.11937e-08 4.24656e-08 -2.83164e-09 -3.93276e-08 -3.18663e-06 3.60851e-08 4.6964e-06 -5.10069e-08 -1.93854e-07 1.83071e-06 -1.46334e-06 5.46019e-08 -1.00788e-08 4.51658e-08 4.12431e-06 -2.86808e-08 -2.2e-06
internal_weight=0 53 3068 3045 63 43 2982 2950 2920 2897 67 2830 44 2810 2775 2755 2735 64 2671 49 2622 2437 185 164 2417 2384 2362 42 2320 121
internal_count=3121 53 3068 3045 63 43 2982 2950 2920 2897 67 2830 44 2810 2775 2755 2735 64 2671 49 2622 2437 185 164 2417 2384 2362 42 2320 121
is_linear=0
shrinkage=0.1


Tree=6100
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1208 1209 403 1209 42 1213 160 4 133 1213 481 481 133 1447 2 13 4 1212 401 15 133 1210 1453 1455 483 1210
split_gain=4.42441e-08 2.50212e-07 1.9852e-07 3.86675e-08 1.19532e-07 6.52696e-08 4.49314e-07 5.06178e-08 2.46904e-07 5.23899e-08 4.02978e-07 3.35263e-07 1.49207e-07 1.4048e-07 1.38143e-07 6.33826e-07 4.95149e-07 7.18492e-07 1.28137e-07 1.1035e-07 1.04431e-07 6.81609e-08 1.82552e-07 3.43709e-07 2.05311e-07 1.01995e-07 5.78806e-08 5.75225e-08 6.58535e-08 5.73421e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11846000000000001 0.10683000000000002 -0.087714999999999987 -0.0047449999999999992 -0.065739999999999979 0.092145000000000019 0.04198000000000001 -0.025879999999999997 -0.084134999999999988 -0.012979999999999998 0.14530000000000001 -0.086729999999999988 -0.085629999999999984 0.087495000000000003 0.050705000000000007 0.092235000000000025 -0.084319999999999992 -0.013514999999999998 0.11796000000000001 -0.06959499999999999 0.095175000000000023 0.51114000000000004 0.063455000000000011 -0.087504999999999986 -0.24112999999999998 -0.47356499999999996 -0.14310999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 8 -7 14 -11 -12 18 -14 16 -16 17 20 19 -13 -9 22 23 -17 25 26 -24 -28 -29 -30
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leaf_value=-2.2452432957149925e-07 1.0980101823016801e-05 1.2311361004119845e-05 -9.2319163067194115e-06 4.0219719570207722e-06 -7.1887123063472402e-06 3.5311212595843249e-06 -6.9408041698889889e-06 9.6804633255575744e-06 -1.0994403022447263e-05 1.3473805396643002e-05 -8.2411509243940654e-06 8.3712432683569207e-07 1.0551971125849491e-05 3.0607349957711491e-07 -1.7957031336663934e-05 -2.5330264439357313e-06 1.7211035919033401e-05 -1.547002752782977e-05 5.6650024860226995e-06 -9.0889305738528489e-06 1.4041102660182032e-06 -4.7407640434563124e-06 -5.337949533852571e-06 1.5559562801908689e-05 -9.7532166736610549e-06 6.7293630557039494e-06 4.2860904573179448e-06 -5.6955279000075758e-06 -5.2703172903940346e-06 -2.0124545663447463e-08
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internal_value=0 1.04193e-07 -1.36059e-06 2.48342e-08 -8.77878e-09 4.95534e-08 3.66753e-06 -1.41708e-08 -3.26806e-06 4.17461e-08 1.66666e-06 -1.7821e-07 2.42059e-06 6.26732e-06 -7.61396e-08 -2.27909e-07 3.49335e-06 2.26152e-08 -7.85023e-07 -3.79503e-06 5.61013e-06 -8.17495e-08 -2.14449e-08 6.51327e-06 -1.38087e-07 -4.73389e-08 -1.11907e-07 -6.39406e-08 -1.21735e-07 -6.94111e-08
internal_weight=0 2899 222 2878 2854 2831 49 2782 47 2735 185 160 121 55 2550 2446 104 83 66 45 61 2426 2395 42 2353 2331 2309 2288 2258 2237
internal_count=3121 2899 222 2878 2854 2831 49 2782 47 2735 185 160 121 55 2550 2446 104 83 66 45 61 2426 2395 42 2353 2331 2309 2288 2258 2237
is_linear=0
shrinkage=0.1


Tree=6101
num_leaves=31
num_cat=0
split_feature=130 12 1211 50 12 3 2 1203 1200 393 1212 1212 128 4 133 1212 2 1447 1447 4 133 15 1212 1183 391 394 403 1213 4 403
split_gain=3.79285e-08 9.13745e-08 3.80775e-08 1.95821e-07 1.46697e-07 1.29757e-07 1.28495e-07 5.67422e-08 2.64421e-07 5.17661e-08 5.2751e-08 3.28814e-07 1.96992e-07 2.16892e-07 2.69127e-07 1.93996e-07 1.66722e-07 6.63786e-08 2.19812e-07 2.06902e-07 1.53717e-07 2.23382e-07 8.05883e-08 6.10231e-08 5.97475e-08 8.53808e-08 4.91236e-08 4.56377e-08 2.35955e-07 7.07106e-08
threshold=-0.23647499999999996 0.23631000000000002 0.087635000000000005 0.096900000000000014 0.090165000000000009 -0.082974999999999979 0.09142500000000002 0.089745000000000019 0.084780000000000008 0.10389500000000002 0.087615000000000012 0.089125000000000024 0.088865000000000013 -0.07958999999999998 -0.0023199999999999996 0.087295000000000011 0.091545000000000015 -0.086359999999999978 -0.085644999999999985 -0.078439999999999996 0.086990000000000012 -0.092489999999999989 0.085870000000000016 -0.073809999999999973 -0.086514999999999981 -0.089309999999999987 -0.085804999999999979 0.087735000000000021 -0.081114999999999979 -0.5492149999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -4 -6 9 -9 10 15 -12 13 14 -13 17 -15 19 -19 -2 21 -21 23 -20 -25 -26 -11 29 -29 -27
right_child=1 -3 3 -5 6 -7 -8 8 -10 26 11 12 -14 16 -16 -17 -18 18 22 20 -22 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=-4.3408255601207204e-06 1.1031756145546916e-05 6.4497665830871987e-06 -1.7952853414176538e-06 8.7629122587410774e-06 -1.0470818474459521e-05 7.0890085706715969e-06 -4.2293263374761278e-07 -9.68349349629231e-06 3.9574120684712262e-06 -1.145683377810359e-07 -1.2383932065858971e-05 -1.4913481616185026e-05 9.0160294868318094e-06 -2.6149727021290279e-06 -1.5323913027979566e-07 9.8224622524867308e-06 8.822374943747492e-06 -9.491579079622171e-06 5.0070892771343452e-06 -4.9307277676420701e-06 -7.2566593969116048e-06 8.1591314276874275e-06 6.1004487049233707e-06 5.27612659652732e-06 -5.046018290499888e-06 4.3890965129581417e-06 6.2891425095585882e-06 -9.7459729322171954e-06 3.040952054605793e-06 -1.3917124812897953e-07
leaf_weight=20 22 22 31 30 20 35 35 30 27 23 25 21 21 26 30 20 25 25 23 22 21 32 21 20 36 35 25 27 31 2340
leaf_count=20 22 22 31 30 20 35 35 30 27 23 25 21 21 26 30 20 25 25 23 22 21 32 21 20 36 35 25 27 31 2340
internal_value=0 2.79912e-08 -1.78936e-08 1.53066e-06 -2.62459e-07 2.91608e-06 -4.07671e-06 -9.77541e-08 -3.22201e-06 -3.5726e-08 -9.10956e-08 -1.92886e-06 1.9615e-07 -1.61971e-06 -6.23099e-06 1.05828e-08 2.99157e-06 -6.33297e-08 -1.60698e-07 2.50438e-06 3.01797e-09 2.82623e-06 -6.86047e-08 -1.20177e-07 -1.67557e-07 -2.11653e-07 3.2207e-06 -1.40121e-07 -2.91158e-06 -7.24389e-08
internal_weight=0 3101 3079 151 121 66 55 2928 57 2871 2823 148 123 102 51 2675 51 2655 2558 97 75 54 2533 2512 2489 2469 48 2433 58 2375
internal_count=3121 3101 3079 151 121 66 55 2928 57 2871 2823 148 123 102 51 2675 51 2655 2558 97 75 54 2533 2512 2489 2469 48 2433 58 2375
is_linear=0
shrinkage=0.1


Tree=6102
num_leaves=31
num_cat=0
split_feature=12 130 10 4 0 51 11 142 147 147 3 3 1 3 15 16 394 403 1209 49 148 1446 1212 1446 1456 403 402 402 402 52
split_gain=3.6413e-08 8.01454e-08 4.03815e-08 5.46158e-07 1.19104e-06 9.59681e-07 5.92966e-08 4.89195e-08 4.87547e-08 7.68141e-08 4.58062e-08 2.43157e-07 5.66314e-07 3.56989e-07 3.1391e-07 2.49321e-07 2.05863e-07 1.53664e-07 1.98246e-07 1.18132e-07 2.23556e-07 1.39217e-07 4.66487e-07 6.61679e-07 3.15839e-07 2.18276e-07 1.57494e-07 1.41337e-07 2.62695e-07 1.29775e-07
threshold=0.23631000000000002 -0.22461999999999996 -0.011559999999999999 0.053180000000000012 -0.10151999999999999 0.080335000000000018 -1.0000000180025095e-35 -0.057499999999999989 0.099730000000000027 0.093875000000000014 -0.082594999999999988 -0.083344999999999989 0.090965000000000004 -0.083654999999999993 0.089595000000000022 -0.015314999999999997 0.10448000000000002 -0.5341999999999999 -0.083969999999999989 -0.011734999999999997 -0.084924999999999987 0.083715000000000026 0.087615000000000012 0.086195000000000008 0.090820000000000026 -0.5335399999999999 0.12629000000000004 0.10708500000000001 0.095010000000000025 -0.016949999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -4 -8 9 10 11 13 14 16 15 -13 19 -12 -19 -9 -21 24 23 -23 25 -22 27 28 29 -27
right_child=-2 2 6 4 -6 -7 7 8 -10 -11 17 12 -14 -15 -16 -17 -18 18 -20 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=5.4538982314827288e-06 -3.9642187086586924e-06 -2.5111601464480123e-05 5.3455877908466697e-06 2.3768319499053872e-05 -6.6960897156019264e-06 2.1976109807045789e-06 -4.6849992155660978e-06 -2.4470037334056122e-06 3.9929120259418399e-06 -5.4049914402080154e-06 -6.8441418904642769e-06 -4.119048124806568e-07 -9.5735767399673935e-06 -1.1250533126022438e-05 1.9092586203244183e-05 1.3820926500329734e-05 1.0194546018196671e-05 7.1908658494774303e-06 -3.1426537997691734e-07 1.0138718490300865e-05 9.8601676219676964e-06 1.9914166309068347e-05 -8.9575164089356339e-06 -2.8224111724184921e-08 -1.2463356572425255e-05 -1.4407978234702789e-06 -8.1764792333200141e-06 8.1212712168301315e-06 -1.1036118738567373e-05 1.361312658763108e-06
leaf_weight=27 23 22 21 21 33 31 22 146 31 26 35 32 20 27 23 20 21 36 1575 24 23 28 21 41 20 264 23 22 21 442
leaf_count=27 23 22 21 21 33 31 22 146 31 26 35 32 20 27 23 20 21 36 1575 24 23 28 21 41 20 264 23 22 21 442
internal_value=0 2.94375e-08 -1.82539e-08 -1.92678e-06 5.15118e-06 -9.13829e-06 5.06436e-08 1.28612e-08 4.82439e-08 5.93084e-09 5.50523e-08 5.1996e-07 5.37785e-06 1.09008e-07 9.36489e-06 5.06226e-06 3.88851e-07 -2.88968e-07 -1.46553e-07 1.97298e-07 6.12871e-07 3.60252e-07 4.09257e-06 8.06434e-06 -5.19058e-08 2.60332e-07 -2.56735e-08 2.24618e-07 -1.43451e-08 3.13498e-07
internal_weight=0 3098 3071 107 54 53 2964 2943 2921 2890 2864 1218 95 1123 75 52 1096 1646 1611 1075 929 905 90 69 815 795 772 749 727 706
internal_count=3121 3098 3071 107 54 53 2964 2943 2921 2890 2864 1218 95 1123 75 52 1096 1646 1611 1075 929 905 90 69 815 795 772 749 727 706
is_linear=0
shrinkage=0.1


Tree=6103
num_leaves=31
num_cat=0
split_feature=130 12 132 132 1203 1208 1208 403 1213 2 402 1210 13 13 484 42 1371 13 0 474 12 15 0 0 16 15 43 0 13 16
split_gain=3.90591e-08 8.44265e-08 3.66959e-08 2.10446e-07 1.50565e-07 3.64541e-08 1.02782e-07 4.46971e-08 4.33151e-07 8.7655e-07 7.88611e-08 5.55212e-08 3.84653e-08 2.41097e-07 4.11491e-07 4.16932e-07 3.37411e-07 1.70815e-07 3.7352e-07 3.60831e-07 3.01551e-07 2.63741e-07 1.5302e-07 2.57224e-07 2.00413e-07 2.29786e-07 1.58317e-07 5.47958e-07 5.57404e-07 4.8072e-07
threshold=-0.23647499999999996 0.23631000000000002 -0.083174999999999985 -0.050879999999999988 0.088820000000000024 0.11846000000000001 0.10480500000000002 -0.5335399999999999 0.04198000000000001 0.083935000000000023 0.23460000000000003 -0.094799999999999982 -0.084774999999999989 -0.085804999999999979 0.086430000000000021 0.086950000000000013 0.083235000000000017 -0.087714999999999987 -0.087794999999999998 0.085685000000000011 0.085635000000000003 -0.092489999999999989 -0.097024999999999986 -0.10151999999999999 -0.11676499999999999 -0.10653 -0.0047449999999999992 -0.086554999999999979 -0.095539999999999986 -0.090764999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 8 9 -5 11 -9 13 16 15 -15 17 22 21 20 -20 -19 23 -13 25 -24 29 28 -28 -26
right_child=1 -3 3 5 -6 -7 -8 10 -10 -11 -12 12 -14 14 -16 -17 -18 18 19 -21 -22 -23 24 -25 26 -27 27 -29 -30 -31
leaf_value=-4.4050417272956116e-06 -2.6477257784109761e-07 6.201211156373823e-06 8.867263946083565e-06 -1.7917328850238674e-05 -8.1091522791406791e-06 3.8774834763444234e-06 -5.9589669521740479e-06 4.8025562023212844e-06 1.447700551146963e-05 9.7959230442938872e-06 -5.6281927681993702e-06 -2.2048478661378453e-07 2.2065204779936164e-07 -1.7813703953200304e-05 4.2837284191981397e-06 -4.9132668020016963e-07 1.2795530309404058e-05 -5.503954264440836e-06 -2.3278597354874363e-05 8.3469130186131225e-07 -6.6526521213935062e-06 6.4275345328662134e-06 1.8401913030908376e-06 -1.0094021691126424e-05 -1.5370141822627786e-05 1.5032279774775657e-05 -4.1346881744175331e-07 -1.2579695478223132e-06 2.1984379816785806e-05 1.2989067874547836e-06
leaf_weight=20 194 22 27 21 28 24 29 24 21 25 25 219 1860 33 28 24 20 32 20 25 24 44 31 30 22 23 20 100 25 81
leaf_count=20 194 22 27 21 28 24 29 24 21 25 25 219 1860 33 28 24 20 32 20 25 24 44 31 30 22 23 20 100 25 81
internal_value=0 2.84139e-08 -1.56918e-08 8.05415e-08 -1.25415e-06 -3.28946e-09 -3.64821e-08 2.5366e-08 2.57688e-06 -2.85578e-06 -3.77159e-08 1.4337e-08 -2.88488e-08 -6.08214e-07 -5.64353e-06 -1.05201e-05 -1.04465e-08 -3.78434e-07 -3.4323e-06 -8.75896e-06 -1.42099e-05 1.40375e-06 4.25214e-07 -1.41007e-06 1.93841e-06 7.45904e-06 7.36337e-07 2.86581e-06 1.20298e-05 -2.26147e-06
internal_weight=0 3101 3079 2857 222 2830 2806 2777 67 46 2710 2685 2661 801 85 57 716 696 145 69 44 76 551 249 302 54 248 145 45 103
internal_count=3121 3101 3079 2857 222 2830 2806 2777 67 46 2710 2685 2661 801 85 57 716 696 145 69 44 76 551 249 302 54 248 145 45 103
is_linear=0
shrinkage=0.1


Tree=6104
num_leaves=31
num_cat=0
split_feature=12 130 2 11 9 12 33 46 1428 473 3 12 3 2 0 1204 472 2 1420 132 15 1185 1186 132 474 4 2 16 4 97
split_gain=3.97484e-08 7.26403e-08 3.80629e-08 4.77108e-08 8.87854e-08 1.43357e-07 1.2635e-07 4.05932e-08 5.19777e-08 9.00091e-08 4.36057e-08 2.18353e-07 4.12244e-07 1.0712e-07 2.0592e-07 8.48577e-08 6.56245e-08 2.95377e-07 5.86305e-08 5.97491e-08 1.06715e-06 6.07636e-07 1.44406e-07 8.29302e-08 5.78066e-08 1.03862e-07 3.08231e-07 1.14347e-07 9.99339e-08 5.83452e-08
threshold=0.23631000000000002 -0.22461999999999996 0.31098000000000003 -0.011194999999999998 0.092235000000000011 -1.0000000180025095e-35 -0.0066799999999999993 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.16726499999999997 0.10149500000000002 -0.24163499999999996 0.10467500000000002 0.12445000000000002 -0.098194999999999991 -0.082054999999999975 0.087505000000000013 -0.08341999999999998 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 1.0000000180025095e-35 -0.037359999999999997 -0.095399999999999985 -0.46376499999999993 0.095195000000000016 0.19444000000000003 -0.35136499999999998 -0.085734999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 8 -8 -10 11 12 13 -11 -15 -12 17 -17 -18 20 22 -21 -20 -23 -25 26 27 -26 -27 -30
right_child=-2 2 -4 4 5 -7 7 -9 9 10 15 -13 -14 14 -16 16 18 -19 19 21 -22 23 -24 24 25 28 -28 -29 29 -31
leaf_value=5.1949856293099909e-06 -4.1418042557147016e-06 4.2868321805564427e-06 -3.4455017793533217e-06 6.8618297173425505e-06 -1.0466009655915732e-05 7.41484542231774e-07 -4.0634952142681867e-06 3.039672364413787e-06 6.674301821476547e-06 5.5309435949658075e-06 -5.6211042687794237e-06 -6.9249027120577016e-06 1.2745242777194055e-05 2.4329736312034997e-06 -1.0055262025517828e-05 4.9947561861203711e-06 4.6167721334482109e-06 -1.0489224770740944e-05 -8.1365543271342461e-09 -1.674660290766703e-05 2.1846477158720993e-05 5.9246820851315183e-06 -8.8584561949357437e-06 4.4076098122656858e-06 -3.3370725219583622e-06 6.2487793347827389e-06 -1.0382351713299098e-05 7.1103669700857028e-06 -5.485892778551715e-06 -6.0398623183727858e-08
leaf_weight=27 23 26 32 27 21 25 32 43 20 21 28 24 34 31 23 22 27 28 151 22 23 23 21 28 20 25 37 22 20 2215
leaf_count=27 23 26 32 27 21 25 32 43 20 21 28 24 34 31 23 22 27 28 151 22 23 23 21 28 20 25 37 22 20 2215
internal_value=0 3.07498e-08 -1.46537e-08 2.14723e-08 -1.53346e-08 -4.37498e-06 5.22568e-08 -1.02801e-08 -5.55504e-08 -1.07845e-08 -5.77798e-08 1.71009e-06 3.61137e-06 -5.2932e-07 -2.88609e-06 -1.44478e-07 -8.73451e-08 -3.67627e-06 -1.92181e-08 -6.72319e-08 1.61648e-06 -2.03352e-07 -1.0887e-06 -5.10715e-08 -1.09138e-07 -1.63207e-07 -3.72735e-06 2.1354e-06 -3.86201e-08 -1.08949e-07
internal_weight=0 3098 3071 3039 3013 46 2967 2940 2897 2865 2845 133 109 75 54 2712 2684 50 2634 2607 195 2412 172 2390 2367 2339 79 42 2260 2235
internal_count=3121 3098 3071 3039 3013 46 2967 2940 2897 2865 2845 133 109 75 54 2712 2684 50 2634 2607 195 2412 172 2390 2367 2339 79 42 2260 2235
is_linear=0
shrinkage=0.1


Tree=6105
num_leaves=31
num_cat=0
split_feature=130 12 402 402 403 403 1210 129 1184 403 3 13 1211 1 12 1213 13 1213 1455 43 1455 42 3 4 52 13 2 403 0 1209
split_gain=3.9634e-08 7.88819e-08 3.63916e-08 8.17902e-08 3.78071e-08 4.38175e-07 3.34849e-07 1.25795e-07 1.78515e-07 1.24127e-07 1.75516e-07 2.7789e-07 1.23203e-07 2.07894e-07 3.76427e-07 8.99622e-08 5.04028e-07 3.1608e-07 1.10357e-07 4.22267e-07 9.76308e-08 7.38418e-08 9.0822e-08 7.37858e-08 1.51378e-07 9.98035e-08 1.88915e-07 1.84136e-07 8.67346e-08 6.87242e-08
threshold=-0.23647499999999996 0.23631000000000002 0.31278000000000006 0.15960500000000002 0.0033700000000000002 0.022375000000000003 -0.099939999999999987 -0.077709999999999987 0.089075000000000015 0.072365000000000027 -0.081574999999999995 -0.070999999999999994 0.089055000000000009 0.089475000000000013 0.089505000000000015 -0.090764999999999985 -0.088319999999999996 -0.087049999999999975 -0.097209999999999977 -0.067899999999999974 -0.090354999999999977 0.093505000000000019 -0.075944999999999985 0.058735000000000009 0.047850000000000011 -0.0082249999999999979 0.086590000000000014 0.10504000000000001 -0.080434999999999993 -0.085894999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -8 12 10 -7 -12 15 14 -14 16 -9 -17 19 -19 -20 23 -23 25 -25 27 -27 -11 -28 -22
right_child=1 -3 -4 -5 5 9 7 8 -10 21 11 -13 13 -15 -16 17 -18 18 20 -21 29 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=-4.437353375124076e-06 -1.1012029689741863e-05 5.9952707570945769e-06 4.1346075358021716e-06 -6.4164942887146027e-06 1.5338917364715599e-05 3.6319168830665326e-06 -6.56803084862547e-06 -1.4937430905379388e-05 9.0245428566504419e-06 9.4428018706045865e-06 -1.5749599725452192e-05 3.3274290713465734e-07 8.4652766806106356e-06 1.0077953423204278e-05 -7.151091678066003e-06 1.0892414315304241e-05 6.2343879599004808e-06 1.7875649346761577e-06 6.8695963273057723e-06 -1.6247392345576376e-05 -5.8419292708138187e-06 -5.5842603656360135e-08 8.7538967127329665e-06 -9.5994253396860413e-06 1.3271666837511022e-06 -6.9116582582345089e-06 -7.3465483811083871e-07 2.0336243281590059e-07 6.5299848554584769e-06 -9.5391685083536328e-08
leaf_weight=20 28 22 21 20 20 21 29 23 22 34 21 22 29 32 33 26 22 37 20 20 21 22 25 21 32 35 42 59 27 2315
leaf_count=20 28 22 21 20 20 21 29 23 22 34 21 22 29 32 33 26 22 37 20 20 21 22 25 21 32 35 42 59 27 2315
internal_value=0 2.86108e-08 -1.40221e-08 -4.25117e-08 -5.49978e-10 9.31043e-07 -1.34136e-07 -1.82812e-08 5.47737e-08 1.32823e-07 -3.86173e-06 -7.52142e-06 -2.17721e-08 3.53193e-06 1.53339e-07 -1.56252e-07 -4.58676e-06 -7.45082e-08 -1.92676e-07 -4.54049e-06 -8.74874e-08 9.93603e-07 4.63019e-06 3.09924e-07 -3.00224e-06 1.20101e-06 -9.27442e-07 3.58122e-06 2.10803e-06 -1.47051e-07
internal_weight=0 3101 3079 3058 3038 381 2657 2629 2600 361 64 43 2578 94 62 2484 45 2439 2413 57 2356 297 47 250 53 197 104 93 69 2336
internal_count=3121 3101 3079 3058 3038 381 2657 2629 2600 361 64 43 2578 94 62 2484 45 2439 2413 57 2356 297 47 250 53 197 104 93 69 2336
is_linear=0
shrinkage=0.1


Tree=6106
num_leaves=31
num_cat=0
split_feature=12 130 132 1185 15 1186 1213 42 133 1213 3 43 1 1 10 2 45 10 9 4 2 40 16 12 3 3 3 16 51 51
split_gain=4.24807e-08 6.80721e-08 3.6447e-08 2.28091e-07 1.41004e-07 8.38101e-08 4.77117e-08 5.32776e-08 9.79643e-08 7.83044e-08 7.54336e-08 4.43489e-08 3.52472e-08 1.2691e-07 1.11037e-07 8.60191e-08 6.65703e-08 6.17084e-08 6.12526e-08 6.03145e-08 7.386e-08 5.0235e-08 9.2726e-08 9.62988e-08 6.26394e-08 2.57237e-07 1.5922e-07 3.45143e-07 1.26206e-07 2.91853e-07
threshold=0.23631000000000002 -0.22461999999999996 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.086260000000000017 -0.021469999999999996 -0.40071499999999999 -0.0074849999999999995 -0.067429999999999976 -0.0087399999999999995 0.13686500000000004 0.13842500000000005 0.11294000000000003 0.25063000000000007 0.094030000000000016 0.053330000000000009 0.089995000000000006 0.41257000000000005 0.14445500000000003 -0.083564999999999987 -0.004174999999999999 -0.088589999999999988 -0.015584999999999998 -0.0096849999999999974 -0.045649999999999989 -0.050529999999999999 -0.14283999999999999 -0.10316499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 8 10 -10 -3 -9 14 -14 16 19 17 18 21 -15 -21 22 23 -5 26 -26 -23 -28 -27 -30
right_child=-2 2 3 12 -6 -7 -8 11 9 -11 -12 -13 13 15 -16 -17 -18 -19 -20 20 -22 24 -24 -25 25 28 27 -29 29 -31
leaf_value=5.0310037766865676e-06 -4.2817917346837929e-06 -2.1738872688233228e-06 1.046735193258861e-05 -9.6896157984978668e-06 -8.3208993892185383e-06 -6.3197015693038425e-06 4.5075199722077743e-06 -1.6672173705956086e-06 -3.6375664339257957e-08 -7.8371685329755337e-06 6.311679401278525e-06 4.1774923116660118e-06 -8.3253819154734902e-06 -2.0531720542166093e-06 6.7222986181150185e-06 -5.8883520068775397e-06 -4.8236413671734881e-06 -4.4312012687441896e-06 5.5091272716232374e-06 -3.3056872865699917e-07 6.6372287239479703e-06 5.9982034273882351e-08 2.8201922491048621e-06 -7.2364889433629289e-07 1.0689302238191616e-05 5.399657578780126e-06 2.9256144602107311e-06 -1.4217064311120946e-05 -1.1451065299319279e-05 6.7959803892190695e-07
leaf_weight=27 23 22 21 23 25 21 24 20 22 31 20 37 23 39 25 22 28 30 21 32 29 2008 22 25 27 49 23 24 21 357
leaf_count=27 23 22 21 23 25 21 24 20 22 31 20 37 23 39 25 22 28 30 21 32 29 2008 22 25 27 49 23 24 21 357
internal_value=0 3.17881e-08 -1.21647e-08 8.40013e-08 -1.24629e-06 -3.48502e-07 3.63971e-07 -2.90273e-07 -1.74047e-06 -4.5991e-06 1.86686e-06 2.12672e-06 6.89717e-09 -1.51172e-06 8.89694e-08 -2.2718e-07 2.65792e-08 7.82165e-08 1.30248e-07 1.01828e-06 2.98199e-06 8.64497e-08 -2.55583e-06 -5.01984e-06 1.60168e-07 1.22321e-06 -7.46844e-08 -5.82809e-06 6.24654e-07 5.6723e-09
internal_weight=0 3098 3071 2849 222 197 176 152 95 53 42 57 2828 145 2683 122 2658 2630 2600 100 61 2579 70 48 2509 454 2055 47 427 378
internal_count=3121 3098 3071 2849 222 197 176 152 95 53 42 57 2828 145 2683 122 2658 2630 2600 100 61 2579 70 48 2509 454 2055 47 427 378
is_linear=0
shrinkage=0.1


Tree=6107
num_leaves=31
num_cat=0
split_feature=130 10 12 40 4 1 9 97 9 33 34 9 9 45 43 43 12 132 399 1204 15 1185 3 3 4 4 0 15 43 2
split_gain=3.98632e-08 8.56676e-08 1.37514e-07 1.01398e-07 5.46519e-08 6.97614e-08 4.63334e-08 9.23869e-08 8.00517e-08 5.74515e-08 1.07227e-07 9.38624e-08 1.20719e-07 4.08007e-08 3.99984e-08 1.41388e-07 2.20231e-07 1.16982e-07 1.1424e-06 6.26479e-07 1.66869e-07 1.57024e-07 1.11339e-07 1.56334e-07 8.04152e-08 1.13806e-07 1.16142e-07 8.52516e-08 8.46207e-08 6.09481e-08
threshold=-0.23647499999999996 -0.38124499999999995 -0.083994999999999986 -0.24134999999999998 0.62736500000000006 0.14089500000000002 -0.08619499999999998 -0.084639999999999979 -0.036024999999999995 0.085305000000000006 -0.05547499999999999 0.091600000000000015 0.081890000000000004 0.094030000000000016 0.084740000000000024 0.13895500000000002 0.084100000000000022 -0.083284999999999984 0.09141500000000001 -0.081919999999999979 0.084905000000000022 -0.083264999999999992 -0.080564999999999984 -0.077644999999999978 0.16173500000000005 0.10528000000000001 -0.09515499999999999 -0.07490999999999999 0.50194500000000009 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 7 -5 -8 10 -10 12 13 14 17 16 -16 18 20 -19 29 -21 -17 -24 25 26 -25 -28 -29 -12
right_child=1 3 -4 4 5 -7 8 -9 9 -11 11 -13 -14 -15 15 22 -18 19 -20 21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-4.4501541827912662e-06 -1.0823720263683104e-06 -6.9569747557536531e-06 1.0503833150323772e-05 -1.6566488500302513e-06 -4.6738419918958903e-07 7.49625101961597e-06 -4.9068585864835557e-06 7.7341722234533254e-06 7.3072536645213411e-06 -5.3676520929002441e-06 3.2375000652488477e-06 -5.2633226302719672e-06 7.576043346835788e-06 -3.4270571502150104e-06 -1.2335716519373818e-05 3.9572561509057126e-06 -5.1363124896397495e-07 -1.2749605779342681e-05 2.4339934524115443e-05 9.0167467715218663e-06 -9.5624215919087878e-06 1.1801298337492041e-07 -9.2619408470844583e-06 6.148866148473295e-06 5.6903433465733895e-06 -7.7153283633552271e-06 -6.3863987356853612e-06 3.9818088012566482e-06 -3.9702703499800839e-06 -2.5554044498221629e-06
leaf_weight=20 21 21 20 20 22 22 34 22 20 20 42 34 21 35 26 56 40 38 21 20 20 2325 21 26 21 21 25 32 23 32
leaf_count=20 21 21 20 20 22 22 34 22 20 20 42 34 21 35 26 56 40 38 21 20 20 2325 21 26 21 21 25 32 23 32
internal_value=0 2.87009e-08 4.56944e-06 -3.2139e-08 1.57128e-08 3.51443e-06 -3.56874e-08 3.26235e-06 -8.25949e-08 -2.64027e-08 1.04462e-08 -4.02436e-08 2.21763e-08 -3.39962e-08 8.58429e-09 -1.10096e-06 -5.17082e-06 1.37839e-07 3.25298e-06 -1.24926e-08 -1.45794e-06 1.93908e-07 9.28583e-08 -1.18765e-06 -4.19762e-08 -9.8984e-07 3.42568e-07 -1.54448e-06 6.56394e-07 7.3246e-07
internal_weight=0 3101 41 3060 3039 44 2995 42 2953 2919 2899 2879 2845 2824 2789 291 66 2498 115 2383 94 2345 225 169 148 127 106 80 55 74
internal_count=3121 3101 41 3060 3039 44 2995 42 2953 2919 2899 2879 2845 2824 2789 291 66 2498 115 2383 94 2345 225 169 148 127 106 80 55 74
is_linear=0
shrinkage=0.1


Tree=6108
num_leaves=31
num_cat=0
split_feature=132 393 15 0 1210 402 9 2 1373 150 1375 129 402 402 14 1456 43 4 3 1213 402 1213 1213 401 4 2 52 133 158 1
split_gain=3.55696e-08 1.69051e-07 1.19041e-07 3.63219e-08 3.86271e-07 2.91282e-07 1.47227e-07 1.08757e-07 1.09189e-07 3.73306e-07 2.28032e-07 9.77914e-08 1.43225e-07 2.48899e-07 1.02335e-07 1.19792e-07 9.68546e-08 4.31527e-07 2.64813e-07 1.67648e-07 2.58549e-07 1.80521e-07 1.52937e-07 3.32542e-07 1.63855e-07 3.28791e-07 3.02216e-07 3.50193e-07 1.7903e-07 1.07078e-07
threshold=-0.083174999999999985 0.12069000000000002 0.091475000000000015 -0.083804999999999977 -0.41266499999999995 0.12389500000000002 0.088235000000000022 -0.0050599999999999994 1.0000000180025095e-35 0.090480000000000019 -0.42089999999999994 -0.080434999999999993 0.10708500000000001 0.099530000000000021 -0.23960999999999996 0.094080000000000011 0.0034250000000000005 -0.080744999999999997 -0.080484999999999987 0.104315 -0.095989999999999978 0.04198000000000001 -0.090764999999999985 0.085900000000000018 -0.081609999999999988 0.090425000000000019 0.0031350000000000002 -0.0097699999999999992 0.107145 0.13436000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 7 -2 10 -10 -9 -12 13 14 -13 16 19 -18 -19 20 -16 22 -22 24 25 26 -24 -28 29 -26
right_child=1 -3 -4 4 -6 -7 -8 8 9 -11 11 12 -14 -15 15 -17 17 18 -20 -21 21 -23 23 -25 28 -27 27 -29 -30 -31
leaf_value=-3.0460738459729223e-07 5.7596049472863345e-06 9.0330683460273407e-06 -7.0781001052940465e-06 1.3835808100079054e-05 1.7747458956414238e-07 -1.0626824019642232e-05 -8.0692594209445499e-06 -1.0945023213935202e-05 -3.4754366595279864e-06 1.1572942189985725e-05 6.5852422960146911e-06 4.5383683603480078e-06 5.6610637367763655e-06 -1.1559167472796618e-05 1.1505047132231995e-05 -7.3343515105079869e-06 -1.1897958129817486e-05 6.4893619000114006e-06 -3.3839544334943618e-06 -8.9942036493084752e-06 -8.2750853439590535e-06 8.746624980235735e-06 1.7312403610116304e-06 1.0327307333379093e-05 1.1795325092956895e-07 6.7910473386622149e-06 -2.0177155950780919e-06 -1.7997365793576138e-05 7.994692753397561e-06 -5.8119820621982404e-06
leaf_weight=192 32 21 30 21 1479 27 23 20 34 32 21 42 39 20 20 25 38 44 71 20 23 23 27 30 629 22 24 32 28 32
leaf_count=192 32 21 30 21 1479 27 23 20 34 32 21 42 39 20 20 25 38 44 71 20 23 23 27 30 629 22 24 32 28 32
internal_value=0 9.34211e-08 -1.21994e-06 2.81908e-08 3.68691e-07 -3.42455e-07 -1.3692e-07 4.62029e-10 -1.41739e-07 3.82075e-06 -3.5436e-07 -1.79308e-07 -2.98783e-07 -5.00899e-07 -3.05178e-07 -4.92153e-07 -3.31236e-07 -2.65916e-06 3.93662e-07 6.01623e-08 2.63631e-07 5.20787e-09 -2.32162e-07 -7.6633e-09 -3.98153e-07 -4.07804e-06 -6.959e-06 -1.11489e-05 1.62642e-07 -1.69124e-07
internal_weight=0 2899 222 2878 1500 1378 1351 1328 1296 66 1230 1210 1189 1150 1130 1088 1063 153 115 910 890 870 847 824 794 105 83 56 689 661
internal_count=3121 2899 222 2878 1500 1378 1351 1328 1296 66 1230 1210 1189 1150 1130 1088 1063 153 115 910 890 870 847 824 794 105 83 56 689 661
is_linear=0
shrinkage=0.1


Tree=6109
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1203 1213 42 2 12 3 120 13 40 160 13 43 0 11 33 47 47 47 3 2 48 13 43 52 16 43
split_gain=3.73488e-08 1.02978e-06 6.38242e-07 1.95414e-07 4.0501e-08 5.02595e-08 3.97587e-08 6.90514e-08 9.21115e-08 4.92921e-08 3.55908e-08 6.75088e-08 4.24548e-07 2.586e-07 8.91159e-08 9.99156e-08 6.90971e-08 7.29587e-08 1.13504e-07 6.2326e-08 4.83614e-07 4.59038e-07 7.93284e-08 1.55747e-07 1.42531e-07 1.82351e-07 6.82925e-08 1.00933e-07 1.80821e-07 2.41798e-07
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.084795000000000023 0.085855000000000015 -0.018024999999999996 0.10381000000000001 0.10911500000000002 -0.085274999999999976 0.093680000000000013 0.24813000000000004 -0.24134999999999998 -0.082179999999999989 0.19762500000000002 -0.50216499999999986 0.18019500000000002 -0.011194999999999998 -0.012019999999999998 0.094160000000000008 0.096850000000000006 0.091210000000000013 0.097915000000000016 0.11704500000000001 0.11326500000000002 -0.080519999999999994 -0.088704999999999992 0.087555000000000008 -0.069144999999999984 -0.11008499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 8 -1 -8 11 12 -4 -13 15 -14 17 -17 -19 21 -21 26 24 -24 -22 -26 27 -20 29 -29
right_child=2 -3 10 -5 -6 -7 9 -9 -10 -11 -12 13 14 -15 -16 16 -18 18 19 20 22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-2.3103767361112081e-06 -1.7062956418488864e-05 2.2889582018024159e-05 1.467164191126358e-05 -1.0289431385217542e-05 3.030349849771148e-06 -5.2918844630767126e-06 -9.874297393253075e-07 -6.2800667839724155e-06 6.0367240484993091e-06 5.8719823338099727e-06 -3.8833995765107042e-06 -1.2658133508693936e-05 6.398569377779495e-06 1.9552524640352609e-07 -5.6677123750516873e-06 5.7022653011343841e-06 -5.4102149355774443e-06 -7.1072082784501794e-06 4.0253498038794533e-07 1.5091762425830289e-05 7.3145526212225431e-07 -1.5146328482842364e-05 9.4335656285693417e-06 -9.0074488980462784e-07 1.2056372769760533e-07 -1.2808288728365369e-05 -1.5379343757430221e-07 1.4850707485983059e-05 -1.5854026657742056e-06 1.0768806314445101e-06
leaf_weight=39 22 20 20 20 38 20 20 20 20 22 23 20 25 72 27 23 23 22 254 24 147 20 25 35 24 20 1994 26 31 25
leaf_count=39 22 20 20 20 38 20 20 20 20 22 23 20 25 72 27 23 23 22 254 24 147 20 25 35 24 20 1994 26 31 25
internal_value=0 1.25928e-06 -9.50198e-08 -9.14621e-07 1.32844e-07 -6.48044e-07 1.19533e-07 -1.20217e-06 5.19149e-07 2.6056e-06 3.45964e-08 6.61378e-08 1.54807e-07 -2.59875e-06 4.90374e-08 1.05826e-07 4.74087e-08 9.4422e-08 4.5695e-08 1.05643e-07 1.53006e-06 -6.10442e-08 2.33326e-07 3.40522e-06 -7.6308e-07 -5.75619e-06 6.84432e-08 1.38731e-06 4.43772e-06 8.09883e-06
internal_weight=0 219 2902 199 179 141 121 79 59 42 2880 2857 2765 92 2745 2718 2693 2670 2647 2625 275 2350 251 60 191 44 2330 336 82 51
internal_count=3121 219 2902 199 179 141 121 79 59 42 2880 2857 2765 92 2745 2718 2693 2670 2647 2625 275 2350 251 60 191 44 2330 336 82 51
is_linear=0
shrinkage=0.1


Tree=6110
num_leaves=31
num_cat=0
split_feature=12 130 46 46 1456 4 1456 154 157 157 1 1 0 12 13 1 1 1 1 13 0 10 0 3 479 42 479 42 13 1
split_gain=3.78259e-08 7.18016e-08 3.58397e-08 5.19977e-08 5.87887e-08 1.4839e-07 7.68336e-08 5.85482e-08 1.06506e-07 7.06884e-08 5.25667e-08 2.31526e-07 4.54349e-07 3.36453e-07 3.54996e-07 2.04231e-07 1.56878e-07 2.14769e-07 4.18959e-07 2.05799e-06 1.84473e-06 1.11537e-06 2.94445e-07 1.9549e-07 1.83086e-07 4.01717e-07 3.52681e-07 1.5871e-07 3.01555e-07 1.46824e-07
threshold=0.23631000000000002 -0.22461999999999996 0.10987500000000001 0.083550000000000013 0.11510000000000002 0.022185000000000003 0.10795500000000001 0.084190000000000001 0.63604500000000008 0.39282000000000006 0.10293500000000001 0.107145 -0.14794999999999997 0.095330000000000012 -1.0000000180025095e-35 0.10752500000000002 0.096255000000000021 0.094090000000000021 0.09253500000000002 -0.081029999999999977 -0.080689999999999984 -0.0026549999999999994 -0.077084999999999987 0.088060000000000013 0.093525000000000011 0.089905000000000013 0.078750000000000014 -0.011544999999999998 -0.069964999999999986 0.097290000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 8 9 10 16 12 -12 14 -14 -13 17 18 21 -20 -21 -3 -19 27 26 -26 -23 -18 29 -29
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11 11 15 13 -15 -16 -17 23 22 19 20 -22 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=5.1643287793854984e-06 -4.0404081514482286e-06 -2.3593123670480055e-05 4.0065498482859271e-06 -4.4970950162118804e-06 8.9240577760089472e-06 -2.7389004474542847e-06 -6.0868593741875411e-06 5.2447121301416448e-06 -7.3268557676442467e-06 5.7764724498979159e-06 5.7698558310091488e-06 9.6609561567328496e-06 -6.5759402161802429e-06 -8.3162402764476913e-07 -2.4056869976144904e-05 -3.978939883298748e-07 -2.4048523011350138e-06 -1.367140495555456e-05 -1.7807052140597081e-05 4.2955476883435042e-05 5.0988842303922868e-09 1.5341409846064107e-07 6.2972849786387386e-08 -5.3209220086933959e-06 3.0253995755439672e-06 -1.5468977681334564e-05 1.3502184767730798e-05 -3.7279167491246684e-06 1.414333652039406e-05 6.8917603448426233e-06
leaf_weight=27 23 20 22 26 24 20 21 21 20 21 28 21 26 30 21 520 22 27 20 20 20 1907 37 21 24 23 20 23 36 30
leaf_count=27 23 20 22 26 24 20 21 21 20 21 28 21 26 30 21 520 22 27 20 20 20 1907 37 21 24 23 20 23 36 30
internal_value=0 2.99921e-08 -1.51486e-08 -4.41671e-08 -5.86864e-09 3.62271e-06 -5.9463e-08 -1.66722e-08 -5.42919e-08 -4.42855e-09 -4.63481e-08 -8.41465e-07 -5.13868e-06 -9.10542e-06 -1.43866e-05 -7.43955e-09 1.81939e-07 -2.65167e-08 1.51234e-07 8.38451e-06 2.14803e-05 -9.6507e-08 -5.73122e-06 3.5267e-06 1.41554e-07 -6.02504e-06 2.91959e-07 5.20058e-06 7.08057e-06 2.28322e-06
internal_weight=0 3098 3071 3049 3023 44 2979 2958 2937 2917 2896 646 105 77 47 541 2250 2118 2054 60 40 1994 64 132 1974 47 1927 111 89 53
internal_count=3121 3098 3071 3049 3023 44 2979 2958 2937 2917 2896 646 105 77 47 541 2250 2118 2054 60 40 1994 64 132 1974 47 1927 111 89 53
is_linear=0
shrinkage=0.1


Tree=6111
num_leaves=31
num_cat=0
split_feature=132 1185 15 15 42 49 0 0 13 42 130 12 46 47 0 4 0 47 0 1428 157 0 34 34 97 159 11 10 43 51
split_gain=3.50503e-08 2.17298e-07 9.12531e-08 4.20273e-08 6.74464e-08 4.73565e-08 7.36258e-08 8.02979e-08 4.53295e-08 6.76516e-08 3.46926e-08 7.73824e-08 3.49142e-08 4.28034e-08 3.72342e-07 1.32098e-06 5.28959e-07 2.66763e-07 1.03951e-07 7.34571e-08 7.31342e-08 5.62304e-08 5.57202e-08 7.51012e-08 2.37859e-07 1.12496e-07 1.00522e-07 6.72579e-08 1.2646e-07 5.35551e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.084510000000000016 -0.049004999999999993 0.10211000000000002 -0.097274999999999986 -0.090809999999999988 -0.015039999999999998 -0.021469999999999996 -0.23647499999999996 0.23631000000000002 0.084955000000000017 0.092710000000000015 -0.10224499999999999 0.181285 -0.094654999999999975 0.090280000000000013 -0.091354999999999978 -0.071779999999999997 0.51508000000000009 -0.087634999999999977 -0.112215 -0.057544999999999992 -0.079444999999999988 0.078675000000000009 -1.0000000180025095e-35 -0.0093599999999999985 -0.081779999999999978 0.11444000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 -1 -8 -9 -10 -3 12 13 17 15 -15 -16 19 -18 -12 22 -20 -21 24 25 -24 -25 28 -28 -29
right_child=1 10 -4 4 -6 -7 7 8 9 -11 11 -13 -14 14 16 -17 18 -19 21 20 -22 -23 23 26 -26 -27 27 29 -30 -31
leaf_value=-7.3577780684982745e-06 1.0228116895762339e-05 -4.1316017033921071e-06 -6.3400513408851119e-06 -1.9620035236980388e-06 5.3463808090522699e-06 2.6482782213861359e-06 4.3560473055880385e-06 -6.592819370325743e-06 -4.2030581825797684e-06 3.059300837301872e-06 -5.0977013285903795e-06 5.9557184365324e-06 2.796990616812681e-06 -2.9243331609904999e-05 1.6054517618613318e-05 6.9630428518913895e-07 -6.7026059123236346e-06 1.1590745370995137e-05 5.1955131038994298e-06 -4.7953521011834255e-06 5.5465442814058484e-06 -4.8880902064316184e-07 -5.9301706210652068e-06 -6.7750324598653776e-06 1.1869711666308418e-05 4.0721243054952584e-06 -2.1092225076493131e-06 -1.8461065832572143e-07 7.9450479586676948e-06 1.8832729327877496e-06
leaf_weight=22 21 20 30 23 28 25 22 20 29 23 28 22 44 20 21 56 25 20 20 24 24 134 22 22 22 23 22 2147 29 133
leaf_count=22 21 20 30 23 28 25 22 20 29 23 28 22 44 20 21 56 25 20 20 24 24 134 22 22 22 23 22 2147 29 133
internal_value=0 9.2747e-08 -1.211e-06 -4.09582e-07 2.05044e-06 -1.29938e-06 -2.15017e-06 -9.31363e-07 -2.54696e-06 -9.90861e-07 1.87919e-08 4.78359e-08 2.00607e-09 -4.2041e-08 -1.22422e-06 -7.18255e-06 1.03995e-06 8.76414e-08 -7.21538e-07 -4.53096e-09 5.32522e-08 2.49415e-07 -6.91772e-10 4.68586e-08 3.34819e-06 -8.17887e-07 -4.71445e-08 1.63534e-08 3.60791e-06 -6.39841e-08
internal_weight=0 2899 222 192 51 141 116 94 72 52 2878 2858 2836 2792 276 76 200 2516 179 2496 2468 154 2444 2420 67 45 2353 2331 51 2280
internal_count=3121 2899 222 192 51 141 116 94 72 52 2878 2858 2836 2792 276 76 200 2516 179 2496 2468 154 2444 2420 67 45 2353 2331 51 2280
is_linear=0
shrinkage=0.1


Tree=6112
num_leaves=31
num_cat=0
split_feature=12 130 132 1203 1185 50 1429 156 474 156 160 156 156 156 156 16 1371 151 475 1429 376 40 39 45 11 9 33 15 4 12
split_gain=4.06416e-08 6.57733e-08 3.78218e-08 1.0292e-06 5.81499e-07 2.25721e-07 3.35574e-08 9.8959e-08 8.8987e-08 3.68051e-08 1.94694e-07 2.18455e-07 1.66975e-07 1.06753e-07 1.37325e-07 4.62957e-07 1.12433e-07 1.12424e-07 1.10685e-07 1.52668e-07 7.65895e-08 9.12441e-08 9.37157e-08 8.28534e-08 1.96712e-07 9.70295e-08 9.37537e-08 7.3254e-08 9.81602e-08 8.48973e-08
threshold=0.23631000000000002 -0.22562499999999999 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.23587499999999997 0.3248100000000001 0.11787500000000002 0.091255000000000017 -0.089744999999999978 0.094765000000000016 0.090100000000000013 0.089090000000000016 0.08759500000000002 -0.0087049999999999992 0.083235000000000017 -0.52488999999999986 0.05680000000000001 -1.0000000180025095e-35 0.086445000000000008 -0.049804999999999995 0.094095000000000026 0.094030000000000016 -1.0000000180025095e-35 0.091600000000000015 -1.0000000180025095e-35 -0.076244999999999993 0.50996500000000011 0.088615000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 -6 8 9 12 -11 -12 13 14 16 -16 17 -8 19 -19 23 22 -22 24 -21 26 -26 28 -13 -29
right_child=-2 2 4 -5 6 -7 7 -9 -10 10 11 27 -14 -15 15 -17 -18 18 -20 20 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=5.1396192411630188e-06 -4.1880812560797816e-06 1.5520879829506833e-07 -1.6302721897690474e-05 2.2305927303109676e-05 3.8223269494546518e-06 -1.104933104443262e-05 -6.0582890704784902e-06 -7.0220648922258988e-06 6.6836626604072083e-06 -7.4814142863033339e-06 9.1676415582401833e-06 7.0726550334119103e-06 -8.7923443495376655e-06 6.8929813179155729e-06 -1.3970823059545574e-05 4.7514824509562458e-06 5.7159126420040544e-06 6.7281404105468782e-06 -6.363543611263999e-06 9.8173217600106008e-06 1.7944996043297577e-06 -2.1066208649331421e-06 1.0978408035953181e-05 -5.8446121756787763e-06 6.2933800069478581e-06 -5.1543968139281121e-06 -1.2518226059298485e-07 2.4757672556128588e-06 -9.7735787798163595e-07 -3.4484225495161504e-06
leaf_weight=25 23 178 22 21 23 20 31 20 20 23 37 33 22 22 28 25 34 34 27 20 25 21 20 25 23 38 2153 41 28 59
leaf_count=25 23 178 22 21 23 20 31 20 20 23 37 33 22 22 28 25 34 34 27 20 25 21 20 25 23 38 2153 41 28 59
internal_value=0 3.10948e-08 -1.0465e-08 1.256e-06 -1.07647e-07 -9.76563e-07 1.81624e-08 -1.29859e-08 3.72764e-08 -1.07293e-08 1.2272e-06 2.23881e-06 -1.18101e-07 -4.25531e-08 -1.03488e-07 -5.13955e-06 5.41051e-09 -7.49193e-08 2.8194e-09 7.56858e-08 -2.15974e-08 3.33624e-06 5.87624e-06 -1.19701e-07 -5.56358e-08 -1.44822e-07 -5.7339e-08 6.46467e-07 3.37757e-06 -1.0195e-06
internal_weight=0 3098 3073 219 2854 198 2832 2809 2789 2769 221 198 2548 2526 2504 53 2451 2417 2386 2359 2325 66 45 2259 2234 2214 2176 161 61 100
internal_count=3121 3098 3073 219 2854 198 2832 2809 2789 2769 221 198 2548 2526 2504 53 2451 2417 2386 2359 2325 66 45 2259 2234 2214 2176 161 61 100
is_linear=0
shrinkage=0.1


Tree=6113
num_leaves=31
num_cat=0
split_feature=44 46 1429 156 1425 52 3 1 4 2 16 1456 4 153 1428 1429 481 481 133 1456 0 403 403 403 1447 159 1447 1456 43 160
split_gain=4.25631e-08 1.61573e-07 5.73001e-08 1.52715e-07 6.23778e-08 5.9844e-08 1.17931e-07 9.23759e-08 4.25351e-08 2.48784e-07 1.09717e-07 5.92065e-08 1.25523e-07 8.28694e-08 5.23673e-08 6.45351e-08 4.51289e-08 1.12664e-07 3.34015e-07 7.42799e-08 2.40093e-07 1.18057e-07 7.26152e-08 9.17304e-08 7.02644e-08 4.29952e-07 1.74977e-07 9.90198e-08 2.11644e-07 2.03836e-07
threshold=0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.55692499999999978 -0.085784999999999986 0.10325000000000002 -0.50690499999999983 0.095195000000000016 0.15891500000000003 0.11510000000000002 0.022185000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -0.079324999999999993 -0.15265499999999996 -0.086484999999999992 0.048520000000000008 0.085790000000000019 -0.087084999999999982 -0.55327499999999985 -0.54856499999999986 -0.5335399999999999 -0.085709999999999995 -0.092414999999999983 -0.084334999999999979 -0.079704999999999984 -0.013024999999999998 0.062030000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -4 9 10 -7 13 -13 14 -10 -16 -17 18 -18 21 -21 -19 -23 -24 25 -25 -26 28 29 -28
right_child=1 -3 3 -5 -6 8 -8 -9 11 -11 -12 12 -14 -15 15 16 17 19 -20 20 -22 22 23 24 26 -27 27 -29 -30 -31
leaf_value=-5.3812895293958719e-06 9.8196089652446979e-06 -1.9486167695552987e-06 -4.730173573672959e-06 8.6984028598635635e-06 -5.1465422416185907e-06 -3.1320617662935372e-06 8.0433459347491241e-06 4.4432625426928833e-06 4.7144867061848821e-06 -9.1874248394852045e-06 6.5862248229327995e-06 8.90510758918853e-06 -2.0410130559866956e-06 -5.7092737943793726e-06 -4.8534367514158864e-06 -3.5453676300928946e-06 -2.5365309334625233e-06 7.1581014886444045e-06 1.4279053731938586e-05 -9.4509189426282646e-06 1.5808255234768443e-06 -5.7588910666791811e-06 5.1703619486515362e-06 4.7780128934861968e-06 8.8985219835277263e-06 -1.2931467853587281e-05 -3.165547857942773e-06 9.5978341481391026e-08 -1.1425519951642302e-05 7.0666439642081974e-06
leaf_weight=20 20 28 23 20 24 21 27 21 23 32 26 22 20 26 28 36 27 23 21 34 47 22 34 29 22 26 88 2283 23 25
leaf_count=20 20 28 23 20 24 21 27 21 23 32 26 22 20 26 28 36 27 23 21 34 47 22 34 29 22 26 88 2283 23 25
internal_value=0 2.95481e-06 -4.61597e-08 -1.12096e-08 -6.86419e-08 -2.81402e-08 2.84063e-06 -3.51943e-07 -9.74672e-08 -2.38644e-06 2.24401e-06 -3.42182e-08 3.69267e-06 -8.97841e-08 -3.74349e-08 -7.69198e-08 -2.81086e-08 1.87188e-08 4.82029e-06 -6.80566e-08 -3.04978e-06 2.57376e-08 -3.85432e-08 1.1199e-08 -5.90781e-08 -3.59374e-06 2.05641e-08 -6.0178e-08 -2.68154e-06 -9.01789e-07
internal_weight=0 48 3073 3053 3033 3009 71 44 2938 79 47 2859 42 2817 2791 2768 2740 2704 48 2656 81 2575 2552 2530 2496 55 2441 2419 136 113
internal_count=3121 48 3073 3053 3033 3009 71 44 2938 79 47 2859 42 2817 2791 2768 2740 2704 48 2656 81 2575 2552 2530 2496 55 2441 2419 136 113
is_linear=0
shrinkage=0.1


Tree=6114
num_leaves=31
num_cat=0
split_feature=46 46 1428 1420 156 1429 3 1 12 13 16 3 43 130 0 133 4 0 4 9 10 2 3 3 16 133 49 49 49 2
split_gain=3.51112e-08 4.67473e-08 4.56099e-08 4.00026e-08 8.88805e-08 4.65141e-08 4.69866e-08 1.72615e-07 1.35209e-07 2.62005e-07 6.23219e-08 6.04752e-08 6.52331e-08 1.05825e-07 7.97222e-08 2.77742e-07 7.97665e-08 1.75934e-07 7.56381e-08 6.44043e-08 2.3998e-07 1.46335e-07 5.99798e-08 7.95632e-08 1.25098e-07 1.16004e-07 7.90091e-08 1.76853e-07 9.52101e-08 7.52521e-08
threshold=0.10987500000000001 0.083550000000000013 -0.070379999999999984 0.056520000000000008 0.16414500000000004 0.12387000000000002 -0.16726499999999997 0.080270000000000022 0.086565000000000017 0.095710000000000017 -0.095094999999999985 -0.15713499999999997 -0.50775499999999985 -0.22699999999999995 0.10455500000000001 0.08653000000000001 0.62736500000000006 -0.12333499999999999 -0.085964999999999986 0.092890000000000014 0.053330000000000009 -0.080614999999999978 -0.15327499999999997 -0.11171999999999999 -0.004174999999999999 0.047850000000000011 -0.10069499999999999 -0.088694999999999982 -0.14715999999999999 0.093320000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 10 -10 -9 -8 18 -14 16 -16 19 -18 -13 20 21 -15 -23 24 25 -24 28 -28 29 -25
right_child=-2 -3 3 -5 -6 -7 11 8 9 -11 -12 12 13 14 15 -17 17 -19 -20 -21 -22 22 23 26 -26 -27 27 -29 -30 -31
leaf_value=3.7064767763116501e-06 3.9808382542684164e-06 -4.095772763841004e-06 1.0402768730273237e-05 -4.3807347104856965e-06 6.6431480922801709e-06 -4.7352251062279944e-06 -4.057466599019072e-06 -5.0928921808690579e-07 1.2343639978206782e-05 -1.5744523155167134e-06 -8.0676203242546766e-06 8.3064946772992704e-06 -6.8602864461275246e-06 7.4768042885317787e-06 -9.5432376048797276e-06 2.878558025385145e-06 -2.4700760886411272e-06 1.0063219030698179e-05 3.1267572294695881e-07 4.4992565885730719e-06 -9.4644395209831628e-06 5.1351544305527411e-06 2.4227936453668089e-06 4.4642188802226302e-06 -8.674227360137997e-06 -5.4916644418675967e-06 -8.1554300390120339e-06 -1.4631830663659989e-08 7.7217972886955977e-06 -2.1749095799649648e-06
leaf_weight=33 22 28 20 21 20 21 38 24 21 38 20 20 23 26 36 36 21 24 29 31 27 22 46 31 27 31 27 2292 28 38
leaf_count=33 22 28 20 21 20 21 38 24 21 38 20 20 23 26 36 36 21 24 29 31 27 22 46 31 27 31 27 2292 28 38
internal_value=0 -2.82661e-08 8.81964e-09 -3.13458e-08 -1.07165e-09 -4.54108e-08 -1.23173e-08 1.90136e-06 2.50601e-07 3.37944e-06 -3.94489e-06 -9.48208e-08 -4.13286e-08 -1.054e-07 -4.87608e-08 -3.33234e-06 3.9752e-08 4.21435e-06 3.57546e-06 -3.17852e-08 -8.59133e-08 1.26927e-08 -6.36515e-08 -1.09038e-07 -2.81728e-06 -7.63547e-07 7.54213e-09 -1.09415e-07 2.80366e-06 8.07887e-07
internal_weight=0 3099 3071 3038 3017 2997 2976 123 103 59 44 2853 2815 2766 2743 72 2671 45 49 2626 2595 2568 2542 2520 104 77 2416 2319 97 69
internal_count=3121 3099 3071 3038 3017 2997 2976 123 103 59 44 2853 2815 2766 2743 72 2671 45 49 2626 2595 2568 2542 2520 104 77 2416 2319 97 69
is_linear=0
shrinkage=0.1


Tree=6115
num_leaves=31
num_cat=0
split_feature=44 46 1429 156 1429 48 148 3 3 403 132 399 393 1 0 133 0 1210 0 1212 4 0 47 47 3 3 13 43 0 52
split_gain=3.36105e-08 1.42474e-07 4.43231e-08 1.22803e-07 5.79851e-08 3.80891e-08 6.36108e-08 4.19142e-08 2.21654e-07 1.92689e-07 1.30513e-07 1.14673e-06 9.03672e-07 1.64557e-07 1.21124e-07 2.33683e-07 1.31041e-07 4.18934e-07 3.72221e-07 1.80079e-07 3.81361e-07 1.64543e-07 4.11003e-07 9.31883e-07 5.23401e-07 4.74379e-07 7.62441e-07 3.9671e-07 2.51764e-07 2.02237e-07
threshold=0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 -0.22597999999999999 0.069020000000000012 -0.081734999999999988 -0.082039999999999988 -0.52800499999999995 -0.083284999999999984 0.09141500000000001 0.11333500000000001 0.084785000000000013 0.10455500000000001 0.086910000000000015 -0.083804999999999977 -0.07983999999999998 -0.084804999999999978 -0.092474999999999988 -0.080744999999999997 -0.10151999999999999 0.094160000000000008 0.10980000000000002 -0.011549999999999998 1.0000000180025095e-35 -0.012119999999999997 -1.0000000180025095e-35 -0.099059999999999995 -0.089199999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 7 8 10 -9 11 13 -12 -7 16 -16 18 -18 19 -11 -21 22 24 -24 27 26 -26 -22 -23 -27
right_child=1 -3 3 -5 5 6 -8 9 -10 14 12 -13 -14 -15 15 -17 17 -19 -20 20 21 28 23 -25 25 29 -28 -29 -30 -31
leaf_value=-4.7332727615412302e-06 9.0720469063398917e-06 -1.9787685431538194e-06 -4.5914335324986109e-06 7.7999276072659992e-06 -4.1652278179588556e-06 9.3927001532594867e-07 4.9356834237047362e-06 -7.3240600864338403e-06 8.0078030485900532e-06 5.954662051408377e-06 2.1255864179299996e-07 2.513013511261875e-05 -2.1220281400928797e-05 -9.3141925492545856e-06 -1.3051876140664157e-05 1.1310593995753713e-06 1.5175223613823621e-05 5.0205738506577637e-07 -1.3225094691430664e-05 -1.1787111666748271e-05 2.3335151262175937e-06 -1.2071437870038912e-05 2.5490844437367092e-05 -6.3764750848349658e-07 -5.2416471589822328e-07 -9.7982951667125405e-06 -2.671951834145148e-05 1.8113782304377915e-05 -1.3652633546240559e-06 3.8423584550570061e-07
leaf_weight=20 20 28 28 20 22 72 26 39 37 40 1200 20 20 20 21 26 20 718 24 31 66 24 21 39 25 22 20 21 259 172
leaf_count=20 20 28 28 20 22 72 26 39 37 40 1200 20 20 20 21 26 20 718 24 31 66 24 21 39 25 22 20 21 259 172
internal_value=0 2.62574e-06 -4.10135e-08 -1.02748e-08 -6.17763e-08 -1.95699e-08 1.10049e-08 -3.22963e-08 3.73192e-07 -3.81864e-07 1.61119e-07 3.42809e-06 -1.38799e-07 -1.28974e-06 -2.07077e-07 -5.206e-06 -5.06523e-08 8.99704e-07 -9.68667e-07 -5.71161e-07 -9.44065e-07 -4.41622e-07 9.01224e-07 8.50732e-06 -4.98672e-07 -2.91619e-06 -1.21665e-05 6.14255e-06 -2.27321e-06 -7.70484e-07
internal_weight=0 48 3073 3053 3033 3005 2983 2957 1369 1588 1332 112 1220 92 1549 47 1502 738 764 740 700 669 386 60 326 239 45 87 283 194
internal_count=3121 48 3073 3053 3033 3005 2983 2957 1369 1588 1332 112 1220 92 1549 47 1502 738 764 740 700 669 386 60 326 239 45 87 283 194
is_linear=0
shrinkage=0.1


Tree=6116
num_leaves=31
num_cat=0
split_feature=132 1185 1203 156 475 46 1428 157 154 1456 1429 47 0 47 47 9 1 47 1 33 11 9 9 2 0 1456 160 131 42 483
split_gain=4.45794e-08 2.883e-07 1.45789e-07 4.12098e-08 8.27952e-08 4.0608e-08 7.22439e-08 8.1418e-08 4.80655e-08 5.63827e-08 5.9218e-08 5.40664e-08 3.61707e-07 1.2335e-06 4.47276e-07 9.81601e-08 4.05069e-07 1.87122e-07 1.52012e-07 5.92875e-08 1.41737e-07 1.0777e-07 2.16414e-07 4.94658e-08 4.87864e-08 6.19331e-08 1.00914e-07 6.08411e-08 5.08697e-08 4.6897e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.3248100000000001 0.13528000000000004 0.084955000000000017 -0.071779999999999997 0.51508000000000009 0.085530000000000009 0.11510000000000002 0.11181500000000001 0.092165000000000011 -0.10224499999999999 0.10678000000000001 0.09550500000000002 -0.013509999999999999 0.107145 0.089640000000000011 0.13820500000000002 0.085305000000000006 -0.011194999999999998 0.092235000000000011 0.085355000000000014 0.11704500000000001 -0.094299999999999981 0.0058550000000000008 -0.016279999999999996 0.096490000000000006 0.089625000000000024 0.10143000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 8 9 10 11 15 13 -13 -14 16 -8 19 -18 20 -17 22 29 -15 -16 26 -26 28 -28 -22
right_child=1 3 -4 -5 -6 -7 7 -9 -10 -11 -12 12 14 23 24 17 18 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-3.9217564295416565e-07 1.1778959534629915e-05 -5.2865674206259433e-06 -8.1111391937481269e-06 -4.1965360335028811e-06 6.4648866464267494e-06 2.9881961057122279e-06 1.5911125126422123e-05 6.3666566711617643e-06 -4.6923186098204251e-06 3.775626020668801e-06 -4.4721479616782749e-06 -2.8514366067611264e-05 1.5038396199997805e-05 3.6103935810517996e-06 -5.3986597094990429e-06 8.5439450833746382e-06 3.2166536129807357e-06 -9.368977052439559e-06 -7.3847679448677122e-06 -5.1751158631911189e-06 1.8098623913676196e-07 -5.67358543026586e-06 1.0274802237593879e-05 -2.648457300734742e-06 4.9090158747789346e-06 -5.3396370822156319e-06 -2.0794510203359095e-06 -5.6098757143089367e-06 3.2697736785713975e-06 -1.9375983412249877e-06
leaf_weight=194 21 26 28 23 20 45 20 20 22 39 30 20 20 28 20 20 38 21 21 21 2084 32 21 23 39 20 40 23 32 110
leaf_count=194 21 26 28 23 20 45 20 20 22 39 30 20 20 28 20 20 38 21 21 21 2084 32 21 23 39 20 40 23 32 110
internal_value=0 1.04586e-07 -1.36574e-06 1.94012e-08 5.3365e-08 8.1338e-09 -3.99317e-08 9.42158e-09 -3.6914e-08 7.12388e-10 -5.41596e-08 -4.20123e-09 -1.35936e-06 -7.46635e-06 8.75676e-07 1.46182e-07 3.61234e-06 2.75914e-08 -5.56734e-07 1.13836e-07 1.6283e-07 8.82312e-08 1.71472e-07 7.87775e-07 -7.52223e-07 -1.48789e-07 6.25964e-07 -1.13234e-06 2.97982e-07 7.47673e-08
internal_weight=0 2899 222 2878 2855 2835 2790 2764 2744 2722 2683 2653 265 71 194 2388 79 2309 59 2288 2267 2247 2215 51 174 154 134 95 72 2194
internal_count=3121 2899 222 2878 2855 2835 2790 2764 2744 2722 2683 2653 265 71 194 2388 79 2309 59 2288 2267 2247 2215 51 174 154 134 95 72 2194
is_linear=0
shrinkage=0.1


Tree=6117
num_leaves=31
num_cat=0
split_feature=11 1429 156 1428 132 1185 1203 1203 0 12 3 13 12 1365 1365 48 48 49 2 13 48 48 48 0 48 42 48 1 16 48
split_gain=4.05126e-08 3.79147e-08 1.116e-07 7.08322e-08 3.80783e-08 2.3301e-07 1.17075e-07 3.70736e-08 4.78165e-08 6.43122e-08 7.25028e-08 5.98796e-08 3.95013e-08 3.32483e-08 3.74191e-08 3.59719e-08 1.24254e-07 2.43863e-07 3.5417e-07 2.02576e-07 1.21904e-07 2.40643e-07 2.00914e-07 1.66988e-07 1.49848e-07 9.58909e-08 1.28128e-07 2.45956e-07 4.96449e-07 3.43043e-07
threshold=-0.072629999999999986 -0.23587499999999997 0.3248100000000001 0.10256000000000001 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.084795000000000023 -0.09515499999999999 0.11418000000000002 -0.073309999999999986 -0.0087749999999999981 0.087505000000000013 0.08981500000000002 0.085415000000000005 0.10061000000000002 0.092150000000000024 -0.080089999999999981 0.095545000000000005 -0.0082249999999999979 0.090225000000000014 0.089025000000000007 0.087555000000000008 -0.087974999999999984 0.086035000000000014 0.093775000000000011 0.12879500000000002 0.10205500000000002 -0.083134999999999987 0.10866500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 8 -3 10 11 12 -10 14 15 16 20 -18 -19 -20 21 22 24 -22 -7 26 27 29 -29 -17
right_child=1 2 -4 -5 5 13 -8 -9 9 -11 -12 -13 -14 -15 -16 25 17 18 19 -21 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.3774326611258272e-06 3.9082571893231947e-06 2.1216278166017829e-06 -7.4474910616118e-06 5.9784923814731888e-06 1.0601060750472936e-05 6.7445481918166182e-08 -7.3000256390644473e-06 2.4190581275194604e-06 -3.2235186526205241e-06 -6.1316502967264538e-06 4.5921908576929136e-06 -6.4119681506662859e-06 2.6428260585002291e-06 3.9001093227852833e-06 -4.0195487362444003e-06 5.1885890183324659e-06 -1.1632787540192012e-05 7.280991433093952e-06 -1.2115655884442207e-05 1.270979357741453e-06 1.1738091502809854e-05 -9.7873339273064635e-06 7.5956965107642264e-06 -4.7240392101836437e-07 -6.1840854152924652e-06 -2.3439393021565789e-06 -2.0054586370183932e-06 4.2131161978412974e-07 2.1753865121354467e-05 -9.1801739737699505e-06
leaf_weight=21 25 36 20 20 21 2274 28 38 22 29 20 23 24 22 23 54 27 33 26 20 21 25 35 24 39 56 47 24 20 24
leaf_count=21 25 36 20 20 21 2274 28 38 22 29 20 23 24 22 23 54 27 33 26 20 21 25 35 24 39 56 47 24 20 24
internal_value=0 2.96503e-08 -1.8831e-09 4.68607e-08 7.77247e-09 1.06794e-07 -1.25926e-06 -3.78313e-07 -1.06857e-06 -2.04186e-06 -7.09225e-07 -2.24587e-06 -1.62817e-07 2.79184e-08 -2.81328e-09 3.07935e-08 -7.72108e-08 -3.4283e-06 -6.24237e-07 -6.29538e-06 6.96939e-08 -2.80836e-08 7.58267e-08 5.22583e-06 -3.7963e-08 1.24236e-06 2.43072e-06 4.13974e-06 1.01179e-05 7.67431e-07
internal_weight=0 3100 3075 3055 3035 2815 220 192 154 118 89 69 46 2794 2772 2749 2524 106 79 46 2418 2373 2348 45 2313 225 169 122 44 78
internal_count=3121 3100 3075 3055 3035 2815 220 192 154 118 89 69 46 2794 2772 2749 2524 106 79 46 2418 2373 2348 45 2313 225 169 122 44 78
is_linear=0
shrinkage=0.1


Tree=6118
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 12 1203 13 1213 399 52 11 156 1425 1426 45 1456 47 0 0 0 47 0 1420 472 152 12 11 11 11 400
split_gain=3.42323e-08 1.00814e-06 5.43023e-07 1.77323e-07 3.77025e-08 5.24127e-08 3.92339e-08 4.97403e-08 4.97171e-08 4.67672e-08 3.3312e-08 3.12455e-08 7.19129e-08 5.89557e-08 3.26288e-08 5.03025e-08 4.35213e-08 2.98499e-07 1.06472e-06 4.60885e-07 1.44753e-07 8.56515e-08 6.1137e-08 1.13502e-07 9.56321e-08 6.63795e-08 5.46203e-08 1.36807e-07 9.92368e-08 9.28801e-08
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.11527000000000001 0.084795000000000023 0.054800000000000008 0.085835000000000009 0.090310000000000015 0.085310000000000011 -0.072629999999999986 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 0.084355000000000013 0.11772000000000001 0.092165000000000011 -0.10224499999999999 -0.11991499999999998 -0.095504999999999993 0.088915000000000008 -0.091354999999999978 -0.079539999999999986 -0.065034999999999996 0.087525000000000006 0.087285000000000015 0.08740500000000001 0.081365000000000007 0.095165000000000013 -0.39489999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 8 9 -1 -4 12 13 14 15 16 20 18 -18 -19 22 -21 25 -24 26 -12 27 29 -28 -25
right_child=2 -3 10 -5 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 17 19 -20 21 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-2.7969339247609547e-07 -1.5742089197539663e-05 2.260737373489974e-05 -3.9396892036945379e-06 -9.8756725037674187e-06 4.0333243077839148e-06 2.7599523264143502e-06 -5.4275490451042664e-06 -5.1236558692835388e-06 -2.353723271296206e-06 6.2678224003320787e-06 6.3703217805326598e-08 3.9008436856203754e-06 -5.3103480822755961e-06 4.8165429951460774e-06 2.6737683824599711e-06 -3.5775451246641194e-06 1.2024401020198639e-06 1.5214273690844494e-05 -2.5629470448101141e-05 -5.8678204437358418e-06 7.0772203586481438e-06 1.4782137138051137e-07 5.9853729636195188e-06 6.4509943869147129e-06 -6.8059481418458754e-06 -7.164236270303566e-06 7.5052046432639538e-06 -7.3098744542221538e-06 1.4547446863736765e-07 6.2624922046927043e-08
leaf_weight=24 22 20 21 20 21 38 21 20 35 20 27 21 25 26 46 39 50 20 21 28 30 153 33 23 20 24 28 25 53 2167
leaf_count=24 22 20 21 20 21 38 21 20 35 20 27 21 25 26 46 39 50 20 21 28 30 153 33 23 20 24 28 25 53 2167
internal_value=0 1.20559e-06 -9.09757e-08 -9.45345e-07 5.24572e-08 -4.76645e-07 -1.50157e-06 -6.68784e-07 4.59032e-07 2.69645e-06 2.85814e-08 5.77292e-08 2.92918e-08 7.67468e-08 3.25292e-08 -1.17966e-08 3.96705e-08 -1.1599e-06 -6.73376e-06 8.08971e-07 1.73944e-07 -7.82775e-07 8.76528e-08 1.62021e-07 7.90463e-08 -3.33768e-06 1.3902e-07 4.57491e-08 2.68958e-06 1.29717e-07
internal_weight=0 219 2902 199 179 158 120 99 79 44 2880 2859 2838 2813 2787 2741 2702 272 71 201 2430 181 2400 2349 2316 51 2296 2215 81 2190
internal_count=3121 219 2902 199 179 158 120 99 79 44 2880 2859 2838 2813 2787 2741 2702 272 71 201 2430 181 2400 2349 2316 51 2296 2215 81 2190
is_linear=0
shrinkage=0.1


Tree=6119
num_leaves=31
num_cat=0
split_feature=15 15 15 51 12 51 401 129 15 15 131 123 131 14 46 13 1 47 160 13 47 391 45 121 9 130 42 34 34 10
split_gain=3.62708e-08 2.90345e-07 1.85366e-07 1.49119e-07 1.03806e-07 1.12863e-07 9.27397e-08 1.09221e-07 8.75502e-08 1.01094e-07 8.54715e-08 1.78897e-07 1.65997e-07 1.05954e-07 1.18097e-07 9.12211e-08 1.21078e-07 1.1455e-07 1.13645e-07 1.16771e-07 1.02781e-07 8.05772e-08 7.79282e-08 7.83706e-08 1.12092e-07 7.54888e-08 5.85323e-08 5.56059e-08 1.15194e-07 6.36223e-08
threshold=-0.10203999999999998 -0.099734999999999976 -0.10653 -0.10316499999999999 0.11527000000000001 -0.071649999999999978 0.094270000000000007 0.086915000000000006 -0.11713499999999999 -0.13578499999999996 0.09172000000000001 0.090420000000000014 0.10216000000000001 -0.31455999999999995 0.081930000000000017 -0.090204999999999994 0.10708500000000001 0.10699500000000002 -0.085024999999999989 -0.051094999999999995 0.085770000000000027 -0.086319999999999994 0.094030000000000016 -0.082399999999999987 0.089995000000000006 0.13302000000000003 0.088670000000000013 -0.08786999999999999 -0.084564999999999987 -0.0097449999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 7 8 9 10 11 13 -12 -7 15 16 -15 18 -17 -20 -21 -3 23 -23 25 27 -18 -25 -29 -30
right_child=1 21 -4 4 -6 6 -8 -9 -10 -11 12 -13 -14 14 -16 17 26 -19 19 20 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-6.4742326186763339e-06 -1.1106251151697204e-05 -6.2241484275069702e-06 7.6713534680392415e-06 7.4961133686017656e-06 6.8261476931533806e-06 4.5119752162224216e-06 6.0388068125879123e-06 -7.3817324110201474e-06 -5.7110168017970863e-06 6.4161831827592471e-06 -1.0358850361378494e-05 6.8957202342855266e-06 1.4436159692475207e-06 8.2397765273375015e-06 -8.5324927829333324e-06 2.2255673195980273e-06 3.069125467023003e-06 3.8740916023824766e-06 -1.1486367847365645e-05 6.773656166795916e-08 -8.6096880917942874e-06 -5.6399116450241614e-06 -6.070265779574887e-06 5.2370000662449459e-06 7.3770379718293304e-06 5.7419205800017709e-06 -4.3971330472101861e-06 -7.6153865734340801e-06 4.011455634192829e-06 -6.0893337706764324e-08
leaf_weight=31 24 21 36 21 26 38 24 21 25 26 22 39 26 24 20 27 21 27 22 39 21 24 21 20 21 23 21 20 39 2351
leaf_count=31 24 21 36 21 26 38 24 21 25 26 22 39 26 24 20 27 21 27 22 39 21 24 21 20 21 23 21 20 39 2351
internal_value=0 -1.58888e-07 7.31417e-07 2.51882e-07 6.77411e-07 3.3287e-07 -6.69667e-09 -3.52978e-07 1.78854e-08 4.0186e-07 -4.87808e-08 5.80046e-07 -3.96585e-06 -3.67305e-07 -1.2025e-06 -4.76755e-07 2.57373e-06 -1.95714e-06 -3.40157e-06 -5.25441e-06 -2.96936e-06 -5.54487e-08 -4.0225e-09 4.69747e-08 1.02143e-07 3.98626e-08 -6.64004e-07 -1.41075e-08 -5.76851e-08 5.55922e-09
internal_weight=0 2564 557 521 490 464 443 419 398 373 347 299 48 260 222 202 66 136 109 82 60 2540 2519 2498 2474 2453 42 2430 2410 2390
internal_count=3121 2564 557 521 490 464 443 419 398 373 347 299 48 260 222 202 66 136 109 82 60 2540 2519 2498 2474 2453 42 2430 2410 2390
is_linear=0
shrinkage=0.1


Tree=6120
num_leaves=31
num_cat=0
split_feature=33 47 47 47 15 1453 51 13 131 1209 1208 132 1203 394 50 133 133 43 133 52 403 42 4 48 48 133 43 0 0 15
split_gain=3.94579e-08 5.07207e-08 5.23854e-07 2.96016e-07 4.72884e-07 6.76583e-08 1.38738e-07 6.41747e-08 5.20835e-08 5.96289e-08 8.32198e-08 4.69129e-08 1.2684e-06 5.02829e-07 2.11625e-07 5.43498e-08 7.88925e-08 2.7066e-07 1.18148e-07 2.32236e-07 1.51104e-07 1.29982e-07 3.30691e-07 1.33154e-07 1.39962e-07 1.29444e-07 1.08249e-07 1.0396e-07 5.24609e-07 5.50382e-07
threshold=-0.009184999999999997 0.094160000000000008 0.096475000000000019 0.089640000000000011 -0.10324499999999999 -1.0000000180025095e-35 -0.41904999999999998 -0.016469999999999995 0.13767000000000004 0.14268500000000003 0.11253500000000001 -0.083284999999999984 0.089165000000000008 0.12358500000000001 0.087730000000000016 0.55672500000000014 0.51114000000000004 0.055925000000000009 0.40431 0.090245000000000006 -0.54856499999999986 0.11551500000000002 -0.076779999999999987 0.12879500000000002 0.10866500000000003 0.26753000000000005 -0.23229999999999998 -0.086729999999999988 -0.087794999999999998 0.08517000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 -5 -4 -7 -8 9 10 11 12 14 15 -2 16 18 -18 20 -20 -13 23 -23 24 25 27 -24 28 -22 -30
right_child=1 2 5 4 -6 6 7 -9 -10 -11 -12 13 -14 -15 -16 -17 17 -19 19 -21 21 22 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.549920591232818e-06 1.0649909606653556e-07 1.6494296351950092e-05 5.7757954687076561e-06 -1.8606077140826859e-05 2.1278320425401696e-06 -8.061961965549494e-06 -8.7956135675299876e-07 2.3421148297057147e-06 -4.8168978206707507e-06 5.5085160011003613e-06 -6.3985483211581598e-06 -6.5933659484204222e-06 2.5405229606576541e-05 -1.5831342298042729e-05 -1.0625226024699043e-05 4.7279836580855775e-06 -1.2657250157471502e-05 1.628017852735771e-06 -6.5649773894678689e-07 1.2963454961815539e-05 -4.1588985199396507e-08 1.4501828818745046e-05 -4.8326046999136456e-06 -8.1531717211191796e-06 7.8032101852010747e-06 -7.0523887730954668e-06 3.4076429322092075e-06 6.0913520945437309e-07 -3.2512322843121394e-06 -2.2119629540446279e-05
leaf_weight=31 147 21 20 22 22 21 157 102 22 20 20 34 20 20 21 25 21 36 31 21 762 22 25 20 23 26 44 1291 52 22
leaf_count=31 147 21 20 22 22 21 157 102 22 20 20 34 20 20 21 25 21 36 31 21 762 22 25 20 23 26 44 1291 52 22
internal_value=0 3.56111e-08 1.22554e-06 -1.02333e-07 -8.23912e-06 1.56731e-07 -2.44631e-07 3.89207e-07 2.90496e-08 6.84913e-08 2.79395e-08 7.62045e-08 1.5991e-06 -3.94738e-08 -1.23497e-06 8.91769e-08 4.14525e-08 -3.63498e-06 1.29761e-07 4.84387e-06 2.41457e-08 1.22526e-07 3.82595e-06 -3.09403e-08 4.37126e-08 -3.91803e-08 4.22046e-07 4.65476e-08 -8.22233e-07 -8.86076e-06
internal_weight=0 3090 321 2769 44 300 280 259 2725 2703 2683 2663 188 2475 168 2455 2430 57 2373 52 2321 2287 91 2196 2176 2153 69 2127 836 74
internal_count=3121 3090 321 2769 44 300 280 259 2725 2703 2683 2663 188 2475 168 2455 2430 57 2373 52 2321 2287 91 2196 2176 2153 69 2127 836 74
is_linear=0
shrinkage=0.1


Tree=6121
num_leaves=31
num_cat=0
split_feature=132 1185 1203 10 4 0 1 48 46 46 9 34 34 9 2 0 1428 156 475 1429 1429 0 0 2 12 0 13 1 49 49
split_gain=4.43487e-08 2.79919e-07 1.35356e-07 3.46533e-08 4.3179e-07 9.11099e-07 7.96696e-07 6.0846e-08 3.98797e-08 7.49089e-08 4.38516e-08 1.01015e-07 1.71463e-07 6.2332e-08 1.32057e-07 1.161e-07 4.06927e-08 4.11927e-08 6.49541e-08 4.81259e-08 8.25799e-08 4.75425e-08 2.01735e-07 9.19981e-08 7.47285e-08 6.30131e-08 2.06665e-07 1.30725e-07 5.33774e-08 1.30244e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.011559999999999999 0.053180000000000012 -0.10151999999999999 0.10124500000000002 0.091840000000000019 0.10987500000000001 0.083550000000000013 -0.08619499999999998 -0.085739999999999983 -0.057544999999999992 0.088235000000000022 -1.0000000180025095e-35 1.0000000180025095e-35 -0.070379999999999984 0.3248100000000001 0.12365000000000002 -0.08262499999999999 -0.067934999999999982 0.12411500000000002 0.10455500000000001 0.10912000000000001 0.091200000000000017 -0.0058249999999999994 -0.017449999999999997 0.085475000000000009 -0.10069499999999999 -0.088694999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 -3 -8 9 10 -5 -12 -13 14 -14 -15 -16 18 19 -18 -21 22 25 24 -23 28 -27 -28 -22 -30
right_child=1 3 -4 8 5 -7 7 -9 -10 -11 11 12 13 15 16 -17 17 -19 -20 20 21 23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-4.2412821910110114e-07 1.1607754892057053e-05 -2.3919905112279596e-05 -7.861758457953069e-06 4.4541423449118154e-06 2.1140330474216691e-05 -4.8138457929637393e-06 4.4245439005408121e-06 -3.3758413701434618e-06 4.4336081113475043e-06 -5.7525636810334456e-06 -6.5297379172119223e-06 9.3503034156583448e-06 7.2083056605921377e-06 -9.0056323599474995e-06 3.5347909260963207e-06 1.6402807443682832e-06 -3.9259503439332611e-06 -4.4100965949058133e-06 5.4471647246145949e-06 6.0028743697014011e-06 2.0755831594967371e-06 4.3541500374322778e-07 -9.4132542135807664e-06 -2.8393444939535008e-06 8.3267856520511232e-06 1.0108915253462888e-05 -6.1038559633743722e-06 3.2069625831354646e-06 -7.5382325083713416e-06 -1.3030235549918385e-07
leaf_weight=194 21 20 28 23 21 38 20 20 21 22 23 20 26 21 33 20 31 21 22 23 107 21 23 22 28 26 25 38 24 2139
leaf_count=194 21 20 28 23 21 38 20 20 21 22 23 20 26 21 33 20 31 21 22 23 107 21 23 22 28 26 25 38 24 2139
internal_value=0 1.04309e-07 -1.36221e-06 2.03713e-08 -1.65045e-06 4.42408e-06 -7.62373e-06 5.24351e-07 9.24363e-08 5.91402e-08 1.06216e-07 6.90817e-08 1.25925e-07 5.63075e-08 1.17105e-07 -3.8125e-06 4.57266e-08 5.73956e-10 3.71987e-08 -1.0276e-08 3.8749e-08 -1.71723e-08 -9.31788e-08 2.53279e-06 4.94477e-06 -2.30901e-09 2.60786e-06 -4.87807e-07 -1.04646e-07 -2.12499e-07
internal_weight=0 2899 222 2878 119 59 60 40 2759 2738 2716 2693 2670 2650 2609 41 2583 2550 2529 2507 2476 2453 2382 71 49 2359 89 63 2270 2163
internal_count=3121 2899 222 2878 119 59 60 40 2759 2738 2716 2693 2670 2650 2609 41 2583 2550 2529 2507 2476 2453 2382 71 49 2359 89 63 2270 2163
is_linear=0
shrinkage=0.1


Tree=6122
num_leaves=31
num_cat=0
split_feature=132 394 1203 1176 133 133 12 1210 133 1208 1208 403 15 402 1210 1212 1212 1210 43 1210 402 1209 42 42 42 42 157 480 484 158
split_gain=3.61679e-08 2.10323e-07 1.85953e-07 3.54418e-08 3.51539e-08 5.82161e-08 3.35281e-07 1.04026e-07 7.46236e-08 1.2366e-07 7.57911e-08 1.14884e-07 5.50248e-07 9.05166e-08 6.21206e-08 4.93787e-08 8.18088e-08 3.364e-07 3.0605e-07 5.9069e-08 1.51138e-07 7.39969e-08 5.54141e-08 3.09675e-07 2.12254e-07 1.86744e-07 1.07315e-07 1.31599e-07 1.44953e-07 2.22262e-07
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.087330000000000019 0.55672500000000014 0.51114000000000004 0.097325000000000009 0.24726500000000004 0.41553500000000004 0.10737500000000001 0.092250000000000013 -0.5335399999999999 0.087575000000000014 0.23460000000000003 -0.094799999999999982 -0.44605499999999992 -0.092474999999999988 -0.085329999999999975 -0.0040649999999999983 -0.077744999999999995 -0.092414999999999983 -0.065739999999999979 0.097640000000000018 0.096450000000000022 0.099760000000000015 0.095885000000000012 -0.06482499999999998 0.088685000000000014 0.090535000000000018 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 7 -7 8 9 10 11 12 -2 14 -13 -16 18 -18 -17 20 -19 -21 23 25 -24 -23 -26 28 29 -28
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 13 -14 -15 15 16 17 19 -20 21 -22 22 24 -25 26 -27 27 -29 -30 -31
leaf_value=-3.1115043882738642e-07 -7.1727625845596787e-06 9.8333426980058327e-06 -1.043360907715396e-05 4.1116787526464453e-06 3.093648461395383e-06 -8.8732979998568258e-06 5.7869900466847384e-06 6.4398873837490097e-06 -5.0858658565191258e-06 7.4806838876446081e-06 -4.9631867759378495e-06 5.1565017320567483e-06 1.5285948348756997e-05 -6.0635605877337187e-06 -3.741227237065282e-06 1.3256457302326279e-05 -1.2405202042745341e-05 -2.1455723115304e-06 -2.2799133049034025e-06 -4.7510145067821161e-06 1.0001018737284539e-05 -1.0079773607766271e-07 8.3084009893833646e-06 -1.0069787086033632e-05 7.1588726120808132e-06 8.9597458040573311e-06 -9.186493388563211e-09 -8.215481281013127e-06 -6.848114501660045e-06 1.1332417006997276e-05
leaf_weight=196 20 22 20 21 36 39 26 25 29 22 31 23 24 25 36 21 22 21 32 33 20 2074 38 31 20 23 127 20 24 20
leaf_count=196 20 22 20 21 36 39 26 25 29 22 31 23 24 25 36 21 22 21 32 33 20 2074 38 31 20 23 127 20 24 20
internal_value=0 9.28311e-08 -1.24842e-06 1.85019e-08 -1.15319e-08 -5.10883e-08 -3.00918e-06 1.85517e-08 -4.01228e-08 1.39321e-08 -4.7248e-08 1.01725e-08 5.07744e-06 -7.52527e-08 -1.73387e-08 -6.37862e-08 -1.13761e-08 -9.46884e-08 3.87601e-06 1.58099e-08 3.77959e-06 -4.82213e-08 1.70678e-08 -1.48094e-07 1.42857e-06 -1.42125e-09 1.89549e-07 -5.40224e-07 3.57467e-07 1.53389e-06
internal_weight=0 2905 216 2883 2862 2826 65 2761 2736 2707 2685 2654 44 2610 2585 2562 2526 2473 53 2451 41 2410 2377 2128 249 2097 211 191 171 147
internal_count=3121 2905 216 2883 2862 2826 65 2761 2736 2707 2685 2654 44 2610 2585 2562 2526 2473 53 2451 41 2410 2377 2128 249 2097 211 191 171 147
is_linear=0
shrinkage=0.1


Tree=6123
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 401 1213 1211 1211 401 4 1210 1212 1212 402 1212 1213 401 3 402 12 402 402 1186 13 1211 1203 1200 3 3 4
split_gain=3.78821e-08 5.05411e-08 5.29e-08 8.32242e-08 4.86151e-08 4.00059e-08 4.14066e-08 7.33579e-08 4.13375e-08 2.82488e-07 1.15032e-07 5.9153e-08 4.62961e-07 2.07935e-07 6.04799e-08 5.99557e-08 4.85961e-08 1.8289e-07 1.47433e-07 5.0232e-07 7.88117e-08 7.36451e-08 5.57151e-08 2.9017e-07 1.93811e-07 7.88524e-08 2.59798e-07 9.49425e-08 4.66167e-07 9.5451e-07
threshold=0.12461500000000002 0.10837500000000001 0.092250000000000013 -0.092099999999999987 0.13274500000000003 0.51258500000000007 0.12162000000000002 0.11191500000000001 -1.0000000180025095e-35 -0.07168999999999999 0.014175000000000002 -0.092474999999999988 -0.088009999999999991 0.079755000000000006 -0.009474999999999999 -0.09411499999999999 0.10711000000000001 -0.078724999999999976 0.10607000000000001 0.083985000000000018 0.099740000000000009 0.094750000000000015 0.057025000000000006 -0.0082249999999999979 0.09993500000000001 0.089745000000000019 0.085780000000000009 -0.082594999999999988 -0.082284999999999983 -0.019614999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 -5 11 13 -13 -10 -14 -15 18 -18 20 -20 21 22 24 -24 25 27 -27 -16 29 -29
right_child=-2 -3 -4 4 -6 -7 -8 -9 10 -11 -12 12 14 15 16 -17 17 -19 19 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=5.3696354888384595e-06 -4.3381626312566373e-06 4.698249736263635e-06 -3.817766450866758e-06 -9.9423506105301419e-06 -3.9527967836024365e-06 4.3771075860647779e-06 -3.8303231154454153e-06 5.6588675514159032e-06 1.1479479960598837e-05 4.6615688986024073e-06 7.2435001294996428e-06 -1.4880534209147473e-05 4.1543369759113246e-06 2.2760898556014347e-06 8.4412330009823287e-07 -4.6442318783928862e-06 1.0192173237442149e-05 -3.3315199380012929e-06 6.3793283777613394e-06 -1.4530104315495178e-05 5.0305405026055304e-06 -4.9675334999695528e-06 -1.0166080129502301e-05 2.1480349828237879e-06 9.9046579816786116e-06 -1.2216280113296395e-05 3.1677711841320673e-06 -2.6618341212270025e-05 -1.1215848258109527e-07 3.566482345459835e-06
leaf_weight=29 20 23 36 27 31 21 28 23 20 26 22 21 35 31 998 21 20 20 20 27 31 30 31 50 20 21 23 20 1374 22
leaf_count=29 20 23 36 27 31 21 28 23 20 26 22 21 35 31 998 21 20 20 20 27 31 30 31 50 20 21 23 20 1374 22
internal_value=0 2.79805e-08 -6.91759e-09 3.81812e-08 -1.31338e-08 2.78218e-08 -3.02423e-09 3.35132e-08 -1.09483e-08 -2.77816e-06 4.03861e-08 -1.55111e-08 -8.92485e-08 2.81416e-06 2.40327e-08 -5.18655e-07 -2.93698e-08 3.43033e-06 -8.12588e-08 -5.63247e-06 1.83241e-08 -4.16909e-08 1.60564e-08 -2.56477e-06 1.00418e-07 2.06436e-08 -4.17462e-06 9.71106e-08 -4.29386e-07 -1.08072e-05
internal_weight=0 3101 3078 3042 3013 2982 2961 2933 2910 53 2857 2835 2763 72 2742 52 2707 40 2667 47 2620 2589 2559 81 2478 2458 44 2414 1416 42
internal_count=3121 3101 3078 3042 3013 2982 2961 2933 2910 53 2857 2835 2763 72 2742 52 2707 40 2667 47 2620 2589 2559 81 2478 2458 44 2414 1416 42
is_linear=0
shrinkage=0.1


Tree=6124
num_leaves=31
num_cat=0
split_feature=132 1186 1185 52 52 12 133 399 1213 1213 105 34 10 4 51 12 34 9 9 41 11 16 402 15 12 12 48 150 16 16
split_gain=3.57439e-08 1.03645e-06 4.94953e-07 1.12295e-07 4.75996e-08 4.68736e-08 1.13182e-07 5.96287e-08 4.58402e-08 8.15355e-08 3.45174e-08 7.76589e-08 6.60269e-08 7.03158e-07 1.05062e-06 4.35299e-07 7.9756e-08 5.07285e-08 9.65972e-08 8.202e-08 1.84553e-07 4.23153e-08 1.71617e-07 2.0564e-07 3.18316e-07 4.69659e-07 1.67268e-07 2.17153e-07 1.63912e-07 3.48166e-07
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 0.090645000000000017 0.11527000000000001 -0.37971999999999995 0.089300000000000004 -0.0020849999999999996 0.085505000000000012 1.0000000180025095e-35 -0.08786999999999999 -0.011559999999999999 0.053180000000000012 0.081440000000000026 -0.07415999999999999 -0.057544999999999992 0.088235000000000022 0.10141500000000002 0.086565000000000017 0.081365000000000007 -0.15241499999999997 0.095140000000000016 -1.0000000180025095e-35 0.090455000000000021 0.080890000000000017 -0.072824999999999987 0.12187000000000002 -0.095094999999999985 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 8 -8 -10 11 -4 13 14 -13 -15 -14 19 -19 21 -21 22 23 26 25 -25 -18 -28 -23 -30
right_child=2 -3 10 -5 -6 -7 7 -9 9 -11 -12 12 16 15 -16 -17 17 18 -20 20 -22 28 -24 24 -26 -27 27 -29 29 -31
leaf_value=-6.8190625667815162e-06 -1.5035290454596344e-05 2.1817990615214842e-05 6.1154062699469732e-06 -6.9326111258760649e-06 4.3601043390004808e-06 3.6490916218532399e-06 -1.9091579360974721e-06 -3.7830308934240342e-06 7.9791238476900627e-06 -3.680766276374925e-07 -3.3531272886951532e-06 -2.8570446329467816e-05 5.0667454679853568e-06 -2.2366154106984376e-06 8.2723550848083599e-07 1.6959918563467607e-05 -6.3538869049487542e-06 -8.419574392064533e-06 1.2911044049836902e-06 9.6259672188482774e-06 -1.8554790553285524e-06 2.9483043100205973e-06 -9.3500602662535798e-06 -1.9798692221913386e-06 2.4960123080229492e-06 -2.1635208574366517e-05 9.5976083358889332e-07 1.1656926367972379e-05 -8.5933342408215475e-06 1.1391221574644051e-07
leaf_weight=30 22 22 21 28 21 21 23 27 22 25 30 20 32 27 31 21 27 20 21 28 28 195 23 31 37 20 197 21 47 2003
leaf_count=30 22 22 21 28 21 21 23 27 22 25 30 20 32 27 31 21 27 20 21 28 28 195 23 31 37 20 197 21 47 2003
internal_value=0 1.23192e-06 -9.29625e-08 -1.06703e-06 -9.52214e-08 -7.27396e-07 -1.45107e-06 2.09138e-07 1.74897e-06 3.53912e-06 2.11803e-08 5.66993e-08 1.17248e-08 -2.5252e-06 -1.07013e-05 6.16187e-06 1.03723e-07 4.48586e-08 -3.44581e-06 9.87229e-08 3.88524e-06 1.71984e-08 -9.9569e-07 -4.18661e-07 -4.56509e-06 -9.68785e-06 1.07067e-06 1.99022e-06 1.77817e-07 -8.57173e-08
internal_weight=0 219 2902 197 169 148 127 97 70 47 2880 2850 2829 99 51 48 2730 2698 41 2657 56 2601 356 333 88 51 245 218 2245 2050
internal_count=3121 219 2902 197 169 148 127 97 70 47 2880 2850 2829 99 51 48 2730 2698 41 2657 56 2601 356 333 88 51 245 218 2245 2050
is_linear=0
shrinkage=0.1


Tree=6125
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 1208 1208 1209 1209 401 1212 401 12 391 391 1212 1210 42 1212 1209 401 12 402 130 402 16 1209 1213 52 1452 1183
split_gain=3.35737e-08 2.84642e-07 8.85184e-08 5.79386e-08 3.42639e-08 5.23881e-08 5.32266e-08 4.68577e-08 5.04513e-08 3.9161e-07 7.31722e-08 1.37917e-07 1.24956e-07 8.35088e-08 4.00623e-08 3.40944e-07 1.75211e-07 4.79198e-08 5.09502e-08 4.98756e-08 2.9303e-07 1.07024e-07 3.32531e-07 3.77124e-07 2.79511e-07 6.91848e-08 1.18324e-07 2.56955e-07 1.08845e-07 4.78314e-08
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 0.11531000000000001 0.10233500000000001 -0.097919999999999993 -0.087714999999999987 0.11602000000000001 -0.089544999999999986 0.10632500000000002 0.088795000000000013 -0.088134999999999977 -0.079769999999999994 -0.08867499999999999 -0.099939999999999987 0.086835000000000009 -0.063924999999999996 -0.076689999999999994 -1.0000000180025095e-35 0.097575000000000009 -0.089154999999999998 0.08610000000000001 -0.095444999999999988 -0.077879999999999991 0.086665000000000006 -0.087049999999999975 0.085540000000000019 -0.079694999999999988 -0.073809999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -3 -8 10 -10 12 -12 -9 -14 16 -16 -15 -17 -19 20 -20 22 23 24 -21 26 27 -23 -28 -30
right_child=1 4 -4 -5 -6 -7 7 8 9 -11 11 -13 13 14 15 17 -18 18 19 21 -22 25 -24 -25 -26 -27 28 -29 29 -31
leaf_value=1.4944685174516391e-07 1.1690849810076457e-05 -5.146452540714108e-06 -7.2058819021301378e-06 -4.8312958660466807e-06 -3.5394795077081653e-06 4.0630708525668529e-06 4.1765120388222221e-06 -7.8841289052888897e-06 4.3821120042968476e-06 -1.1587871819886329e-05 9.9074519268816375e-06 -1.6956956324065686e-06 6.4872806512994439e-06 -2.0854123405505175e-06 -1.1922254352706811e-05 4.0944807912230066e-06 8.751991719271665e-06 -4.8989122119348306e-06 -8.0073392831237514e-06 -5.501738195334838e-06 6.9468693618546245e-06 -2.2484821208250182e-06 -6.3042062615400389e-06 1.8552551760429028e-05 9.3301735735925231e-06 -4.3685121820797373e-06 -7.4158630718557116e-06 1.0430398547076479e-05 4.531052881811379e-06 -5.3056464583909419e-08
leaf_weight=173 21 20 22 27 27 32 27 20 34 28 21 20 20 35 24 29 26 21 38 24 20 31 26 20 27 36 20 33 23 2196
leaf_count=173 21 20 22 27 27 32 27 20 34 28 21 20 20 35 24 29 26 21 38 24 20 31 26 20 27 36 20 33 23 2196
internal_value=0 9.07612e-08 -1.18523e-06 -5.22953e-07 6.11849e-09 3.96966e-08 -5.97493e-09 3.07559e-08 -9.62485e-09 -2.83014e-06 5.49035e-08 4.24738e-06 -9.49946e-09 4.99541e-08 9.82464e-10 -5.9182e-08 2.53381e-06 5.27337e-08 6.12911e-09 4.74306e-08 -2.85072e-06 1.16434e-07 3.37128e-06 6.91442e-06 2.35045e-06 -1.85469e-08 4.94508e-08 4.28907e-06 -7.17352e-08 -5.54204e-09
internal_weight=0 2899 222 200 2878 2851 2819 2799 2772 62 2710 41 2669 2649 2629 2568 61 2544 2515 2494 58 2436 97 71 51 2339 2303 64 2239 2219
internal_count=3121 2899 222 200 2878 2851 2819 2799 2772 62 2710 41 2669 2649 2629 2568 61 2544 2515 2494 58 2436 97 71 51 2339 2303 64 2239 2219
is_linear=0
shrinkage=0.1


Tree=6126
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 403 401 401 1212 1212 1210 402 402 1212 13 3 1211 4 1212 3 401 133 42 13 1212 12 2 0 160 129 43
split_gain=3.49987e-08 1.03861e-06 4.67561e-07 1.80124e-07 3.53721e-08 8.37022e-08 5.27668e-08 4.7771e-08 1.67237e-07 1.2655e-07 3.38355e-07 7.03844e-08 7.17404e-08 1.30132e-07 5.70625e-08 5.34847e-08 1.42793e-07 2.11001e-07 1.1995e-07 1.05512e-07 1.10799e-07 1.46191e-07 9.80533e-08 6.18874e-08 2.16327e-07 3.70301e-07 2.20395e-07 1.50572e-07 7.31587e-08 1.28039e-07
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.62200000000000011 0.13607500000000003 0.11916500000000001 -0.09386499999999999 -0.08867499999999999 -0.099939999999999987 0.0043800000000000011 0.11522000000000002 -0.063924999999999996 -0.063184999999999977 -0.080934999999999993 0.087635000000000005 -0.07958999999999998 0.11006000000000002 -0.077354999999999993 -1.0000000180025095e-35 0.42433500000000007 -0.074124999999999983 -0.067719999999999989 0.087615000000000012 0.089210000000000025 0.084755000000000011 -0.080309999999999979 -0.57146499999999989 0.102035 -0.071044999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 14 -9 10 -10 12 13 -11 -4 19 17 -17 22 -14 23 -22 -18 27 25 -25 -26 -21 -29 -30
right_child=2 -3 4 -5 -6 -7 -8 8 9 11 -12 -13 15 -15 -16 16 18 -19 -20 20 21 -23 -24 24 26 -27 -28 28 29 -31
leaf_value=-1.2735023027631909e-08 -1.4614953786142659e-05 2.2364961432685961e-05 -6.5278143684584693e-06 -1.0021785519711558e-05 -3.2872546086082369e-06 6.3461070697355492e-06 -4.4748576975997335e-06 8.7932048723421935e-06 -1.5003028597959657e-05 9.4943986916653322e-06 1.9041129736910208e-06 6.0416392540219028e-06 -6.9702779166453357e-06 -1.6508528733538698e-06 -3.294705847213575e-08 1.264650223561148e-05 8.4676918049808597e-07 -1.1339591355863378e-06 4.3265438015233875e-06 8.2436287067883487e-06 -6.6491569820451945e-07 1.0491883688740454e-05 -8.9368260237928811e-06 -1.239380184312011e-05 1.1041244667922002e-05 1.386552060303541e-06 -2.8088456533455259e-06 -1.5803609817812e-07 -1.5618414601284221e-06 8.102380917111516e-06
leaf_weight=178 22 21 24 20 32 21 26 22 20 22 29 20 22 20 31 25 20 20 28 22 24 23 21 39 20 39 27 2228 26 29
leaf_count=178 22 21 24 20 32 21 26 22 20 22 29 20 22 20 31 25 20 20 28 22 24 23 21 39 20 39 27 2228 26 29
internal_value=0 1.219e-06 -9.19947e-08 -1.02375e-06 1.89446e-08 5.60929e-08 9.36833e-09 5.09927e-08 1.09439e-07 3.93058e-08 -4.99676e-06 1.31555e-07 8.70348e-08 4.18714e-06 -2.86707e-06 2.11319e-08 2.13937e-06 6.52185e-06 -7.18764e-07 -7.54985e-08 -1.42611e-08 4.79479e-06 -4.16434e-06 -1.07276e-07 -2.27437e-06 -5.50362e-06 3.08481e-06 1.02458e-08 -6.90947e-08 3.53384e-06
internal_weight=0 219 2902 198 2880 2848 2827 2801 2746 2724 49 2675 2655 42 55 2613 114 45 69 2499 2477 47 41 2430 125 78 47 2305 2283 55
internal_count=3121 219 2902 198 2880 2848 2827 2801 2746 2724 49 2675 2655 42 55 2613 114 45 69 2499 2477 47 41 2430 125 78 47 2305 2283 55
is_linear=0
shrinkage=0.1


Tree=6127
num_leaves=31
num_cat=0
split_feature=130 12 1 1 1 1 1 1 9 160 160 160 1447 480 50 1456 158 131 160 150 1 1 2 16 1429 1 52 1 15 43
split_gain=3.38548e-08 7.47815e-08 3.47036e-08 6.79691e-07 8.29781e-07 5.48277e-07 2.3626e-07 2.34172e-07 1.5003e-07 1.18155e-07 1.84252e-07 1.08812e-07 9.11439e-08 1.28613e-07 9.25783e-08 8.82546e-08 1.61009e-07 9.0294e-08 9.54693e-08 1.04911e-07 1.06077e-07 8.14225e-07 2.30068e-07 1.89855e-07 1.824e-07 2.53301e-07 3.53063e-07 1.22473e-07 1.06069e-07 1.04987e-07
threshold=-0.23647499999999996 0.23631000000000002 0.092845000000000025 0.09202500000000001 0.091535000000000019 0.093400000000000025 0.094090000000000021 0.094715000000000008 0.081890000000000004 0.11205000000000002 0.090980000000000019 0.087570000000000023 0.059120000000000013 0.11089500000000001 0.13276000000000002 -0.079429999999999987 0.10654500000000001 0.11697 -0.4136149999999999 0.12068000000000002 0.107145 0.10612500000000001 0.10060500000000001 -0.069894999999999985 1.0000000180025095e-35 0.10337500000000001 -0.090859999999999982 0.10797500000000002 0.097485000000000016 -0.011694999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -4 -7 -8 12 10 11 15 13 14 -2 -9 17 18 -17 20 21 22 23 29 25 26 -24 -22 -25 -20
right_child=1 -3 5 -5 -6 6 7 9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 19 -21 27 -23 24 28 -26 -27 -28 -29 -30 -31
leaf_value=-4.1010836594068686e-06 5.221666676780401e-08 5.8359676751768514e-06 -1.5434339227719345e-05 1.4912098251971333e-05 -1.8491673457295596e-05 9.6650442060308712e-06 -1.0133484325554794e-05 -5.8720217229738072e-06 8.830023789414554e-06 5.6576147184226585e-06 -7.5679716273418099e-06 6.7242860129978089e-06 5.1848635848728015e-06 -5.7247278170124395e-06 5.0369101442907106e-06 5.4554212864078326e-06 8.3770855636347818e-06 5.6122791120287738e-06 -3.5205067488277569e-06 4.627208618330769e-06 7.1561276813140882e-06 -1.9058817699462655e-05 1.8322586981867062e-05 -4.4853113603066426e-06 -5.185164712072167e-06 -2.0772136053892611e-06 5.6772135048092988e-07 -4.8891532105596175e-07 -1.3663059114605859e-05 6.0705629797060592e-06
leaf_weight=20 1911 22 24 31 24 24 24 27 20 34 34 23 35 38 38 26 22 25 25 35 22 27 24 34 21 28 21 441 20 21
leaf_count=20 1911 22 24 31 24 24 24 27 20 34 34 23 35 38 38 26 22 25 25 35 22 27 24 34 21 28 21 441 20 21
internal_value=0 2.64538e-08 -1.50562e-08 2.14685e-07 -5.84728e-09 -5.05654e-07 -1.31658e-07 -3.83393e-07 2.1142e-07 -1.26248e-07 -3.50736e-07 -5.93036e-08 1.26172e-07 3.70654e-08 1.49404e-07 -2.49807e-07 -5.81409e-08 -2.99147e-07 -4.97517e-07 -7.12784e-07 -9.86029e-07 -2.78854e-06 -5.24118e-07 -3.86293e-06 3.02781e-06 5.39044e-06 1.0037e-05 -1.25652e-07 -7.88448e-06 8.58025e-07
internal_weight=0 3101 3079 2097 2066 982 958 934 2042 910 876 842 2022 1987 1949 819 792 770 745 719 684 221 194 100 94 73 45 463 54 46
internal_count=3121 3101 3079 2097 2066 982 958 934 2042 910 876 842 2022 1987 1949 819 792 770 745 719 684 221 194 100 94 73 45 463 54 46
is_linear=0
shrinkage=0.1


Tree=6128
num_leaves=31
num_cat=0
split_feature=12 130 1211 403 401 402 1210 1204 400 133 133 42 403 1208 1210 1213 1213 132 43 1211 1203 403 1211 12 142 11 34 13 34 133
split_gain=4.20405e-08 6.85949e-08 4.01532e-08 1.19553e-07 5.72177e-08 1.44808e-07 8.15464e-08 4.23176e-08 7.63834e-08 4.63783e-08 1.7495e-07 1.4049e-07 8.81331e-08 1.56612e-07 5.96423e-08 6.42966e-08 1.0927e-07 8.10081e-08 1.26131e-06 1.17711e-06 1.63664e-07 6.61893e-08 6.56857e-08 5.24781e-08 1.16384e-07 6.30615e-08 6.18956e-08 1.39854e-07 8.39581e-08 2.13684e-07
threshold=0.23631000000000002 -0.22461999999999996 0.11716500000000001 0.022375000000000003 -0.46360499999999999 -0.45454999999999995 0.15724500000000002 0.058775000000000008 0.12955000000000003 0.41553500000000004 0.40945500000000007 -0.031659999999999994 -0.54856499999999986 0.099975000000000008 -0.3960249999999999 0.15253500000000003 0.10336000000000002 -0.083284999999999984 -0.011694999999999999 0.094920000000000018 0.085960000000000023 -0.41825499999999993 0.087635000000000005 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.086990000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 7 8 9 10 12 -11 -7 14 -14 16 17 18 -16 21 -20 -19 23 24 -23 -26 27 -27 29 -28
right_child=-2 2 3 -5 5 6 -8 -9 -10 11 -12 -13 13 -15 15 -17 -18 19 20 -21 -22 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=5.0499964715897852e-06 -4.2595528374595634e-06 -4.6432296753832985e-06 6.5636024359605478e-06 -3.146727915139179e-06 6.671873478580892e-06 -4.9820848365319161e-06 -5.1933388491424046e-06 -4.5102765435937421e-06 6.1535694982239876e-06 1.0004542357617337e-06 8.1748248633700248e-06 -9.1427314187471491e-06 -5.2537623229330745e-06 8.6008283817916127e-06 2.2863959936330502e-05 4.6574605439947593e-06 -6.2908968889782306e-06 5.2642496124614503e-06 -6.4625045438368722e-08 -2.4319871004081508e-05 -9.5842010247387016e-06 7.2365536699304689e-06 5.3059091758610601e-06 -3.6555264887283555e-06 -5.3995207963453143e-06 2.3812377776266658e-06 1.1789758401564975e-05 -8.3597046644475381e-06 -3.5716156950239197e-08 -1.4555437246599467e-06
leaf_weight=27 23 27 32 21 32 36 31 21 20 36 26 22 22 21 25 29 28 24 129 20 21 22 23 40 22 22 21 27 2242 29
leaf_count=27 23 27 32 21 32 36 31 21 20 36 26 22 22 21 25 29 28 24 129 20 21 22 23 40 22 22 21 27 2242 29
internal_value=0 3.16215e-08 -1.24997e-08 2.71611e-06 -6.04177e-08 -1.90483e-08 -9.1407e-08 -3.73907e-08 -5.0788e-09 -4.77435e-08 9.64591e-09 -2.84696e-06 -6.60925e-08 -2.13303e-09 -6.79241e-08 -2.60414e-08 -7.6439e-08 -1.11953e-08 2.06854e-06 -1.57244e-07 -1.39737e-06 3.82465e-08 -1.29888e-08 -6.34361e-08 -3.19142e-09 -7.05949e-08 -2.05153e-08 -3.53724e-06 5.46678e-08 4.10748e-06
internal_weight=0 3098 3071 53 3018 2991 2959 2928 2907 2887 2829 58 2803 2767 2746 2724 2695 2667 175 2492 150 2472 2448 2425 2385 2363 2341 49 2292 50
internal_count=3121 3098 3071 53 3018 2991 2959 2928 2907 2887 2829 58 2803 2767 2746 2724 2695 2667 175 2492 150 2472 2448 2425 2385 2363 2341 49 2292 50
is_linear=0
shrinkage=0.1


Tree=6129
num_leaves=31
num_cat=0
split_feature=132 1185 43 399 130 10 0 40 40 40 34 40 131 49 1 1 9 15 45 455 457 457 1 457 457 51 157 483 15 15
split_gain=4.48172e-08 3.03163e-07 1.08011e-07 1.08157e-07 3.49696e-08 7.31453e-08 1.33961e-07 9.10503e-08 5.8643e-08 6.51556e-08 5.77825e-08 6.94982e-08 2.14443e-07 1.13595e-07 1.06026e-07 3.43344e-07 2.00194e-07 1.05442e-07 6.69556e-08 6.21047e-08 5.68625e-08 8.04656e-08 2.83201e-07 2.68865e-07 1.08183e-07 1.06771e-07 1.28981e-07 1.94675e-07 7.57739e-08 5.07019e-07
threshold=-0.083174999999999985 -0.083264999999999992 -0.010739999999999998 0.090005000000000016 -0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 -0.085734999999999992 -0.083564999999999987 -0.112215 -0.07632499999999999 0.088315000000000018 -0.079429999999999987 0.13686500000000004 0.13968000000000003 0.092410000000000006 -0.17952999999999997 0.094030000000000016 0.090605000000000019 -0.11701499999999999 -0.081674999999999984 0.091535000000000019 -0.067164999999999989 -0.0071649999999999995 -0.025879999999999997 -0.081579999999999986 0.087520000000000014 -0.10203999999999998 -0.11033999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 -6 -7 -9 -10 -11 12 13 -12 16 -16 18 -15 19 20 -13 22 25 -23 -25 -22 -27 -28 29 -26
right_child=1 4 -4 -5 5 7 -8 8 9 10 11 14 -14 17 15 -17 -18 -19 -20 -21 21 23 -24 24 28 26 27 -29 -30 -31
leaf_value=-1.3590046773970244e-06 1.207639642892727e-05 -4.1494277229503498e-06 -2.5719996979256846e-07 -1.1225192065467128e-05 -1.3382782483296026e-06 -6.5744038996247884e-06 1.009726927918564e-05 3.1815065987192897e-06 -4.6664665263544223e-06 -4.9713445486818475e-06 6.3016543186850394e-06 3.8000583957070305e-06 1.1927458873515208e-05 1.7949059296230327e-06 -1.3374069982091896e-05 7.2074218170615223e-08 9.8211950919286617e-06 -7.6116391276379787e-06 -5.0318189437348337e-06 4.5171949446123633e-06 -6.4564904808624609e-06 1.0012497989464464e-05 -1.3401149863057073e-05 -7.3485493351199695e-06 5.3494588192099149e-08 6.2854188517150998e-06 2.4571177436882865e-06 -9.4328369673998433e-06 -1.769957668780946e-07 1.3868720410386004e-05
leaf_weight=25 21 20 177 20 21 21 20 58 30 23 21 39 20 26 25 79 21 22 26 31 24 27 20 20 232 31 40 21 1930 30
leaf_count=25 21 20 177 20 21 21 20 58 30 23 21 39 20 26 25 79 21 22 26 31 24 27 20 20 232 31 40 21 1930 30
internal_value=0 1.04857e-07 -1.36938e-06 -5.74398e-06 1.75035e-08 4.66632e-08 4.24004e-06 -1.43692e-08 3.49014e-08 -3.17542e-08 1.95905e-08 6.23434e-08 2.81006e-06 1.67337e-07 -3.1858e-08 -3.16017e-06 9.86976e-08 -2.51643e-06 1.60702e-08 6.97491e-08 1.26361e-08 -4.95573e-08 -2.41129e-06 9.38977e-08 -2.71702e-08 -5.16488e-07 1.03308e-06 -1.63615e-06 3.96307e-08 1.63539e-06
internal_weight=0 2899 222 45 2878 2858 41 2817 2796 2738 2708 2685 89 69 2596 104 2492 48 2471 2445 2414 2375 136 2239 2212 116 92 61 2192 262
internal_count=3121 2899 222 45 2878 2858 41 2817 2796 2738 2708 2685 89 69 2596 104 2492 48 2471 2445 2414 2375 136 2239 2212 116 92 61 2192 262
is_linear=0
shrinkage=0.1


Tree=6130
num_leaves=31
num_cat=0
split_feature=104 11 33 142 147 147 46 44 1456 483 1426 1348 1426 52 52 2 42 481 12 16 481 42 42 42 2 12 12 3 16 15
split_gain=3.86438e-08 6.72696e-08 9.11919e-08 5.06234e-08 5.55685e-08 7.51964e-08 4.41181e-08 1.27104e-07 4.7721e-08 7.58238e-08 4.85866e-08 5.71445e-08 4.62234e-08 4.99176e-08 3.25733e-07 1.55315e-07 3.66109e-07 6.81409e-07 4.7305e-07 2.69189e-07 2.52267e-07 1.88835e-07 1.27567e-06 5.42071e-07 2.34293e-07 4.05265e-07 2.56093e-07 1.63436e-07 2.19039e-07 1.44059e-07
threshold=0.088500000000000009 -0.011194999999999998 -0.012019999999999998 -0.057499999999999989 0.099730000000000027 0.093875000000000014 0.084955000000000017 0.10049500000000001 0.11772000000000001 -0.47181499999999993 -0.089244999999999977 0.087065000000000017 -0.052649999999999995 0.096795000000000006 0.10160000000000001 0.090310000000000015 0.090395000000000017 -0.085749999999999979 0.092200000000000018 0.037555000000000005 -0.050084999999999991 0.090395000000000017 0.087745000000000004 0.093175000000000022 0.097385000000000013 0.097325000000000009 0.095110000000000014 -0.069009999999999974 -0.065229999999999996 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 8 -8 9 -5 -11 12 -12 -14 -15 16 17 -16 -18 -20 -19 22 27 -23 26 -26 -25 29 -29 -17
right_child=-2 2 3 4 -6 -7 7 -9 -10 10 11 -13 13 14 15 21 18 20 19 -21 -22 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=5.1972679648315539e-06 -3.9972231813104974e-06 -6.1510872190713902e-06 -4.7423226285239007e-06 5.7898242353669211e-06 3.9774116231683365e-06 -5.3294545501522898e-06 9.1211904668853103e-06 -1.5743009453217383e-06 -3.4505040264029495e-06 4.6026957652825132e-06 -3.8748352289985629e-06 -4.8709337839625281e-06 2.8984850447784309e-07 -1.0725393223853439e-05 -2.1172349643579355e-05 1.628708659624904e-06 1.3911254661382242e-05 6.6536720693805437e-06 -1.1265557217257083e-05 4.7642107626250603e-06 -4.2894700220278683e-06 -1.5898980729451235e-05 2.6560878212053684e-05 1.3586322617784116e-07 -1.2964991101398481e-05 3.0460479040304439e-06 1.3711910738341734e-05 -1.5978688436875516e-06 1.0013558144805758e-05 -6.3749016076564617e-06
leaf_weight=25 24 24 22 23 36 26 20 25 39 23 30 24 2197 31 22 44 28 26 20 22 111 22 21 33 25 43 24 33 32 46
leaf_count=25 24 24 22 23 36 26 20 25 39 23 30 24 2197 31 22 44 28 26 20 22 111 22 21 33 25 43 24 33 32 46
internal_value=0 3.09717e-08 -1.10718e-08 3.72748e-08 7.2024e-08 2.50026e-08 7.19716e-08 3.17925e-06 2.4069e-08 7.11205e-08 2.50826e-08 -1.20681e-08 2.94312e-08 7.15635e-08 -7.5103e-07 -1.90876e-07 -2.18302e-06 -4.83602e-06 3.84309e-06 -2.86901e-06 -2.21267e-06 1.22151e-06 3.43125e-06 -1.42417e-06 1.1234e-06 -2.84036e-06 5.85209e-06 2.97561e-07 4.11853e-06 -2.46203e-06
internal_weight=0 3097 3072 3048 3026 2990 2964 45 2919 2880 2857 2834 2810 2780 583 552 229 159 70 42 137 323 176 147 125 68 57 155 65 90
internal_count=3121 3097 3072 3048 3026 2990 2964 45 2919 2880 2857 2834 2810 2780 583 552 229 159 70 42 137 323 176 147 125 68 57 155 65 90
is_linear=0
shrinkage=0.1


Tree=6131
num_leaves=31
num_cat=0
split_feature=132 1185 1203 131 4 13 1 4 471 157 474 471 1419 1419 475 471 475 1372 15 2 484 158 2 52 42 2 151 16 15 2
split_gain=3.48843e-08 2.45772e-07 9.69819e-08 3.66083e-08 3.44543e-08 1.26339e-07 9.71018e-08 6.94333e-08 1.63919e-07 1.47204e-07 8.37754e-08 4.13444e-08 8.72389e-08 6.814e-08 4.42763e-08 1.03983e-07 1.03917e-07 1.37575e-07 5.01661e-08 4.12288e-08 3.50704e-07 3.14189e-07 1.791e-07 2.34132e-07 3.04214e-07 1.47735e-07 2.58219e-07 3.17538e-07 5.79629e-07 4.63742e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.096845000000000014 -0.50940999999999981 -0.055129999999999992 0.081315000000000012 -0.50052499999999989 -0.085064999999999988 -0.00078499999999999989 -0.25711499999999993 0.10338500000000002 0.089680000000000024 0.086890000000000009 -0.088274999999999978 0.086110000000000006 -0.086304999999999979 -0.095709999999999976 -0.0092699999999999987 0.11411 0.10126500000000001 0.10654500000000001 0.11067500000000001 -0.078224999999999975 0.089015000000000025 0.12299 -0.080284999999999981 -0.070454999999999976 -0.086254999999999984 0.11728500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 -7 9 -9 -6 -10 12 13 14 18 16 -16 -18 -12 22 21 25 -19 -24 -25 26 -21 28 -28 -29
right_child=1 4 -4 -5 7 6 -8 8 10 -11 11 -13 -14 -15 15 -17 17 19 -20 20 -22 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=3.2801765477025973e-08 1.0871510728195842e-05 -8.1250805730329996e-06 -6.8251345582468647e-06 -4.483396294290288e-06 8.4342165995747502e-06 4.9573537656518368e-06 -2.8440273789935118e-06 -9.0127547991869516e-06 6.2194865718497155e-06 -2.2784839747264811e-06 -5.6117955204885661e-06 -4.3963055023119703e-06 5.6106976217051855e-06 -5.3047459005028948e-06 6.1063316577149503e-06 6.9524519310768726e-06 -7.8927362541104568e-06 4.6896956266357675e-08 5.6891838653427838e-07 5.5668923747494629e-06 -1.2855378236054095e-05 1.0058895122710965e-05 1.2447352550966403e-05 -4.7142583126207467e-06 1.0828642748492714e-05 4.6549004316072563e-07 -1.1398390597605613e-06 9.0529809112922529e-06 -2.4926985151978442e-05 -8.8883551410724663e-06
leaf_weight=175 21 24 27 20 29 27 39 20 22 23 29 21 28 24 28 22 22 1987 24 24 23 28 27 34 20 253 21 25 20 34
leaf_count=175 21 24 27 20 29 27 39 20 22 23 29 21 28 24 28 22 22 1987 24 24 23 28 27 34 20 253 21 25 20 34
internal_value=0 9.25157e-08 -1.20814e-06 -4.30398e-07 1.38642e-08 -1.91189e-06 3.47447e-07 7.603e-08 7.2312e-09 3.69591e-06 7.36523e-08 2.34636e-08 5.81868e-08 -5.92124e-10 4.7977e-08 1.07023e-07 4.78719e-08 -1.94978e-08 -2.81298e-06 4.98977e-08 -8.43472e-07 -1.61315e-07 2.34792e-07 4.84403e-06 1.04237e-06 -9.20375e-07 -3.74799e-06 -5.98356e-06 -1.27433e-05 -1.28609e-06
internal_weight=0 2899 222 195 2878 90 66 2788 2736 52 2716 2694 2673 2645 2621 2568 2546 2518 53 2496 428 405 2068 81 54 377 124 100 41 59
internal_count=3121 2899 222 195 2878 90 66 2788 2736 52 2716 2694 2673 2645 2621 2568 2546 2518 53 2496 428 405 2068 81 54 377 124 100 41 59
is_linear=0
shrinkage=0.1


Tree=6132
num_leaves=31
num_cat=0
split_feature=156 1425 1426 4 2 2 13 0 471 1419 474 4 4 16 3 45 11 33 12 12 43 15 129 1185 1182 129 129 12 3 133
split_gain=3.86536e-08 6.33724e-08 4.9869e-08 3.77548e-08 1.45758e-07 2.73763e-07 2.76232e-07 1.25459e-07 6.50044e-08 5.45379e-08 3.83984e-08 5.13423e-08 5.38337e-08 8.06259e-08 1.47508e-07 5.69447e-08 1.78238e-07 7.24808e-08 4.25257e-08 2.10889e-07 9.53744e-08 1.53614e-07 6.01498e-08 7.83898e-08 7.00193e-08 5.79431e-08 1.85927e-07 1.54065e-07 3.76312e-07 3.06152e-07
threshold=0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 -0.50427999999999995 0.10467500000000002 0.097070000000000004 -0.012119999999999997 0.048635000000000005 0.10277000000000001 0.091465000000000005 -0.08539999999999999 -0.46376499999999993 -0.17966999999999997 -0.072804999999999981 -0.059315 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.12757000000000002 0.12069000000000002 -0.23714499999999997 -0.071579999999999991 0.11266500000000002 0.093750000000000014 0.086460000000000009 0.085790000000000019 0.080675000000000011 0.090165000000000009 -0.090809999999999988 0.087985000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 9 10 -5 -12 13 -13 -15 16 -14 -18 19 22 -20 -22 23 24 25 26 -19 29 -29 -27
right_child=-2 -3 -4 8 -6 -7 7 -9 -10 -11 11 12 15 14 -16 -17 17 18 20 -21 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-1.2671421397196051e-05 4.275813409462682e-06 -5.0434069125913081e-06 4.2905572644047895e-06 3.6641387035568442e-06 -8.9247551238219341e-06 9.6606058026406e-06 -3.9566515376711987e-06 6.8493100180993285e-06 5.1191270213166721e-06 -4.1074867411339254e-06 -5.0419872241036501e-06 8.1132715604326221e-06 8.2497334670523953e-06 -6.1854941725414386e-06 4.4738267809221372e-06 -5.2178017832764983e-06 -5.5406685078196462e-06 -3.0241290498904443e-08 2.8619722494719709e-06 1.0276433427520716e-05 -1.1362762265997888e-05 -2.8563325236797439e-07 4.6634772733914024e-06 -6.0248019591116732e-06 -5.6468278258266359e-06 1.5120160290393869e-06 -9.7134699490197829e-06 -1.3468300721797277e-05 2.6724499909173226e-06 1.4995509874487262e-05
leaf_weight=21 21 25 27 29 23 22 22 21 25 32 20 20 26 20 37 21 24 2320 24 20 21 31 27 22 22 85 20 20 52 21
leaf_count=21 21 25 27 29 23 22 22 21 25 32 20 20 26 20 37 21 24 2320 24 20 21 31 27 22 22 85 20 20 52 21
internal_value=0 -2.89732e-08 1.17945e-08 -2.61079e-08 -1.85364e-06 3.74727e-08 -3.27048e-06 1.32068e-06 4.16706e-08 -1.89029e-09 4.36958e-08 6.89493e-09 4.25383e-08 2.65048e-06 7.33714e-07 -3.03252e-08 9.50555e-09 -6.95812e-08 -2.06776e-08 4.72464e-08 -2.35244e-06 -4.75909e-06 -3.17739e-08 -8.12555e-08 -2.9776e-08 1.93007e-08 -1.13004e-07 1.75859e-06 -1.81109e-06 4.18327e-06
internal_weight=0 3100 3075 3048 109 86 64 43 2939 2914 2882 2853 2833 77 57 2756 2735 2709 2685 2609 76 52 2589 2562 2540 2518 2340 178 72 106
internal_count=3121 3100 3075 3048 109 86 64 43 2939 2914 2882 2853 2833 77 57 2756 2735 2709 2685 2609 76 52 2589 2562 2540 2518 2340 178 72 106
is_linear=0
shrinkage=0.1


Tree=6133
num_leaves=31
num_cat=0
split_feature=1429 474 157 475 52 475 156 475 151 1445 47 2 47 376 44 483 16 155 156 481 3 52 2 52 393 14 42 402 42 42
split_gain=3.63209e-08 9.73457e-08 6.5953e-08 7.87091e-08 8.7003e-08 5.50504e-08 1.93699e-07 1.5744e-07 1.57008e-07 1.37284e-07 5.61645e-08 3.84475e-07 2.43979e-07 6.82968e-08 7.49466e-08 2.12591e-07 5.9483e-08 1.25041e-07 7.52265e-08 5.71842e-08 4.34337e-07 4.56502e-07 5.82463e-08 2.23836e-07 1.95492e-07 1.60711e-07 1.30613e-07 1.87798e-07 1.55881e-07 1.06701e-06
threshold=0.12521000000000002 -0.45463999999999999 0.32331500000000007 -0.10664 -0.07167999999999998 -0.086304999999999979 0.087465000000000015 -0.085774999999999976 -0.54526999999999981 0.077020000000000019 0.092165000000000011 -1.0000000180025095e-35 0.089785000000000018 0.049360000000000008 0.099360000000000018 -0.069964999999999986 0.63636000000000015 0.11854500000000001 0.11850000000000001 -0.086484999999999992 -0.086274999999999977 -0.0092699999999999987 0.087750000000000009 -0.19683499999999995 0.10992000000000002 0.08104500000000002 0.11720500000000002 -0.10770499999999998 0.086950000000000013 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 -7 -9 10 12 -12 16 14 15 -13 17 18 19 20 -10 -22 23 -21 25 26 28 -28 -25 -30
right_child=-2 2 -4 5 -6 7 -8 8 9 -11 11 13 -14 -15 -16 -17 -18 -19 -20 22 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-6.8127693978004538e-06 4.2478251771171925e-06 -8.4737549316386054e-06 5.6038429950907213e-06 -8.4919675846693427e-07 2.2422108407266457e-07 -8.8663646738496024e-06 1.011612108262246e-05 8.452423297843449e-06 1.5533093846897828e-05 -8.0835224751007496e-06 -1.4657672732028006e-05 9.6217497411998926e-06 1.118428650443093e-05 5.3241065882048136e-06 -6.6216482834136055e-06 -1.1446373238613393e-06 -3.939866785332116e-06 6.3651407344877953e-06 -5.1756628939377462e-06 8.6900752207976911e-06 -1.148539864612548e-05 6.0076557513509344e-06 -4.131947323503058e-07 -3.007758270743142e-07 9.6552349119023844e-06 -8.7480234867598493e-06 2.3042352387121701e-06 -1.0304586669883941e-05 2.4180628662136209e-05 8.1817565707780713e-07
leaf_weight=21 20 23 21 49 23 20 24 22 20 21 20 20 20 20 20 221 36 32 27 33 26 35 1287 666 22 20 21 27 21 283
leaf_count=21 20 23 21 49 23 20 24 22 20 21 20 20 20 20 20 221 36 32 27 33 26 35 1287 666 22 20 21 27 21 283
internal_value=0 -2.74041e-08 1.88598e-08 -1.94811e-08 -4.12477e-06 4.3195e-08 2.75584e-06 -2.41597e-08 3.64033e-08 -2.74864e-08 3.13168e-08 -1.26124e-06 1.8235e-07 -3.0776e-07 -7.39321e-07 -2.51161e-07 9.62624e-08 1.53921e-07 7.40343e-08 1.3163e-07 2.74456e-06 -1.4484e-06 4.2702e-08 5.79517e-07 3.27019e-07 1.29311e-07 3.03718e-07 -4.78823e-06 5.55691e-07 2.43203e-06
internal_weight=0 3101 3080 3059 46 3013 73 2940 2920 2898 2877 301 2576 281 261 241 2556 2520 2488 2461 81 61 2380 1093 1060 1038 1018 48 970 304
internal_count=3121 3101 3080 3059 46 3013 73 2940 2920 2898 2877 301 2576 281 261 241 2556 2520 2488 2461 81 61 2380 1093 1060 1038 1018 48 970 304
is_linear=0
shrinkage=0.1


Tree=6134
num_leaves=31
num_cat=0
split_feature=44 46 1429 156 1429 104 34 1 9 10 2 4 31 295 132 50 1185 1203 52 159 52 1446 479 483 158 159 1456 4 2 1455
split_gain=3.74915e-08 1.2766e-07 6.39205e-08 1.28093e-07 6.21958e-08 4.2971e-08 5.06454e-08 3.59897e-07 1.71783e-07 3.51902e-07 1.07332e-07 4.18647e-07 6.49424e-08 6.20652e-08 3.77784e-08 1.01685e-06 5.08233e-07 1.55683e-07 3.72053e-08 1.1619e-07 8.39034e-08 1.0362e-07 1.42184e-07 6.52521e-08 5.60794e-08 5.3225e-08 5.501e-08 2.70873e-07 4.20632e-07 1.38825e-07
threshold=0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.088500000000000009 -0.057544999999999992 0.10022000000000002 0.091600000000000015 0.094860000000000014 -1.0000000180025095e-35 0.053180000000000012 -0.086279999999999982 0.083910000000000012 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.55608500000000005 -0.46267499999999995 0.5140450000000002 -0.09143999999999998 0.11253500000000001 -0.47356499999999996 0.13634500000000002 -0.46628499999999995 -0.090954999999999994 -0.081609999999999988 0.08839000000000001 -0.076939999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 7 -6 10 -10 11 -8 -9 -14 15 17 -16 -12 20 -20 21 -18 23 -23 25 -25 27 -27 -29 -28
right_child=1 -3 3 -5 5 -7 8 12 9 -11 14 -13 13 -15 16 -17 18 -19 19 -21 -22 22 -24 24 -26 26 29 28 -30 -31
leaf_value=-5.6782291972012898e-06 8.8751692987898417e-06 -1.5853612166795627e-06 -4.7502411007371849e-06 7.9702411949256212e-06 1.4124665390227165e-05 -4.4186175190671664e-06 -3.155004144770958e-06 3.3384450375706367e-06 -1.5707909068125793e-05 1.416694368470774e-06 -1.4303029310643694e-08 1.5788080850143162e-05 -7.4091252394109259e-06 3.7466660614882134e-07 -1.5270319983590691e-05 2.2708742453687594e-05 -6.8491368024710525e-06 -9.3387713650372462e-06 2.035720750427572e-06 -7.7053666548939259e-06 5.3036558468496273e-06 -5.1103453588439155e-06 8.0476676471748345e-06 -4.2047651398509816e-06 5.2981910721427998e-06 -1.1979785970404259e-05 6.1983886626950223e-06 1.2743500465148828e-05 -5.34402555811337e-06 2.3060551898423412e-08
leaf_weight=20 20 28 28 20 20 22 28 20 21 28 171 20 21 20 22 20 22 20 25 24 30 25 22 30 20 22 37 20 36 2259
leaf_count=20 20 28 28 20 20 22 28 20 21 28 171 20 21 20 22 20 22 20 25 24 30 25 22 30 20 22 37 20 36 2259
internal_value=0 2.77319e-06 -4.33176e-08 -6.40367e-09 -5.90027e-08 -1.52907e-08 1.71844e-08 2.48351e-06 -5.1655e-08 -5.92242e-06 4.91748e-08 4.73795e-06 -1.33327e-06 -3.61215e-06 -3.10608e-08 1.2557e-06 -1.35728e-07 -9.90687e-07 -6.27225e-09 -2.73542e-06 4.67315e-08 -1.65287e-08 4.43039e-08 -2.75924e-08 2.48287e-08 -1.90428e-08 3.38517e-08 -2.57782e-06 1.11581e-06 1.22576e-07
internal_weight=0 48 3073 3053 3033 3005 2983 81 2902 49 2853 48 61 41 2805 211 2594 191 2572 49 2523 2493 2471 2449 2424 2404 2374 78 56 2296
internal_count=3121 48 3073 3053 3033 3005 2983 81 2902 49 2853 48 61 41 2805 211 2594 191 2572 49 2523 2493 2471 2449 2424 2404 2374 78 56 2296
is_linear=0
shrinkage=0.1


Tree=6135
num_leaves=31
num_cat=0
split_feature=156 1429 11 158 481 483 4 9 46 453 453 457 12 42 457 1373 49 456 457 43 1375 150 43 481 151 151 13 447 147 482
split_gain=3.76497e-08 5.78951e-08 3.65989e-08 3.62116e-08 1.35665e-07 1.73844e-07 1.61089e-07 5.61353e-08 4.11069e-08 5.21038e-08 4.91794e-08 4.99652e-08 1.42527e-07 1.64344e-07 1.10813e-07 1.18715e-07 9.84156e-08 1.56421e-07 2.01727e-07 5.4896e-08 1.77966e-07 1.73228e-07 1.82906e-07 1.3812e-07 1.08409e-07 1.24042e-07 1.17048e-07 1.10984e-07 3.51912e-07 1.03478e-07
threshold=0.3248100000000001 -0.23166999999999996 -0.072629999999999986 0.11245500000000001 -0.074219999999999994 -0.096724999999999992 0.058735000000000009 -0.092544999999999975 0.10987500000000001 0.10071000000000001 0.086795000000000011 -0.081909999999999997 0.08815000000000002 0.086730000000000015 -0.067164999999999989 0.079670000000000005 -0.0087049999999999992 0.087515000000000009 -0.11701499999999999 -0.082389999999999977 -0.15308499999999997 0.10874500000000002 -0.083134999999999987 -0.15265499999999996 -0.24462999999999999 -0.096264999999999976 0.11596500000000001 0.089595000000000022 0.097985000000000017 0.098465000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 -6 -7 -4 9 10 11 12 13 16 -13 19 17 18 -9 21 -21 22 29 -22 -25 -26 27 -27 -29 -16
right_child=-2 2 3 4 5 6 -8 8 -10 -11 -12 14 -14 -15 15 -17 -18 -19 -20 20 23 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=4.9223779856314806e-06 -4.0309779211858533e-06 -4.1686742536382682e-06 5.0072818794433264e-06 4.5161604593711401e-06 -9.5293050975442387e-06 4.7398479433342865e-06 -6.7604702962853482e-06 5.3869857722366719e-06 4.5656173068664434e-06 -5.0700587894425555e-06 3.7773964251235674e-06 6.1527261618721245e-06 3.9608704381472696e-06 -1.1105570377946029e-05 4.3998800960041522e-07 -7.4480543909365743e-06 -7.0925598120084042e-06 7.5129181173646689e-06 -6.769717044381907e-06 -7.9366270287648849e-06 -6.8949348742770441e-06 8.1940442889331723e-06 9.0916771550079527e-06 7.382139503988583e-06 -6.2927414223996755e-06 -1.1826536409495474e-07 7.5087660851143788e-06 1.386059192430945e-05 -4.2374068806609668e-06 -6.7073245797170486e-06
leaf_weight=24 23 21 23 26 32 29 21 21 20 20 35 30 35 22 572 21 25 21 39 29 29 31 24 20 31 1812 21 22 21 21
leaf_count=24 23 21 23 26 32 29 21 21 20 20 35 30 35 22 572 21 25 21 39 29 29 31 24 20 31 1812 21 22 21 21
internal_value=0 2.99284e-08 -8.26895e-09 2.03483e-08 -1.77807e-06 -3.77381e-06 -9.02857e-08 8.63006e-08 4.7566e-08 1.64285e-08 5.17268e-08 5.92475e-09 -1.69403e-06 -3.24029e-06 1.09163e-07 4.08489e-08 -1.60788e-06 8.49261e-08 -2.51487e-06 1.00578e-07 -1.60309e-07 8.99745e-07 5.33257e-07 -4.50156e-08 5.80709e-08 -1.87416e-08 8.49332e-08 8.89832e-10 5.02203e-06 1.86879e-07
internal_weight=0 3098 3074 3053 108 82 50 2945 2922 2902 2882 2847 163 128 2684 2654 106 81 60 2633 1985 648 617 1956 1927 1907 1876 1855 43 593
internal_count=3121 3098 3074 3053 108 82 50 2945 2922 2902 2882 2847 163 128 2684 2654 106 81 60 2633 1985 648 617 1956 1927 1907 1876 1855 43 593
is_linear=0
shrinkage=0.1


Tree=6136
num_leaves=31
num_cat=0
split_feature=160 483 51 133 157 16 1420 159 158 158 481 52 15 1447 12 1447 403 133 52 403 159 159 159 15 14 159 12 403 158 133
split_gain=3.46631e-08 4.47588e-08 4.05027e-08 2.48949e-07 6.76614e-08 5.01422e-08 6.32149e-08 4.66434e-08 6.10198e-08 1.79986e-07 1.42546e-07 1.91432e-07 9.33367e-08 6.96442e-08 3.37871e-07 3.30468e-07 1.53086e-07 5.38715e-07 1.23423e-07 1.05115e-07 6.12833e-08 2.85667e-07 1.90447e-07 7.29643e-08 1.76982e-07 6.52603e-08 1.83978e-07 8.48086e-08 7.51114e-08 1.87648e-07
threshold=0.62940000000000007 -0.47181499999999993 -0.44986999999999994 0.089595000000000022 0.63334000000000013 0.63636000000000015 1.0000000180025095e-35 0.13810000000000003 0.10737500000000001 0.10544500000000002 -0.081539999999999987 0.056145000000000007 -0.086254999999999984 -0.085684999999999997 0.083985000000000018 -0.086849999999999997 -0.54856499999999986 0.40431 -0.0046699999999999997 -0.5335399999999999 0.10545500000000001 0.108225 0.10395500000000001 -0.091964999999999977 -0.46596499999999991 0.094385000000000011 0.087285000000000015 -0.52800499999999995 0.07968500000000002 0.076280000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 9 13 -10 12 -12 14 -4 18 17 -15 -16 -18 22 -22 25 24 -23 27 -27 -21 -29 -30
right_child=-2 2 4 -5 -6 -7 -8 -9 10 -11 11 -13 -14 16 15 -17 19 -19 -20 20 21 23 -24 -25 -26 26 -28 28 29 -31
leaf_value=4.7428402314153575e-06 -4.0490877208434367e-06 2.5907961245949896e-06 1.0925620480603274e-05 -1.0486362475603529e-05 5.451504077684703e-06 -3.9303786522282285e-06 5.6524467913732225e-06 3.4466467107053273e-06 4.7440726857097441e-06 9.2726695237659099e-06 3.925108339899453e-06 -1.2948359017173062e-05 -4.6842078867658694e-06 -1.7236026852432671e-05 8.4564575267311586e-06 -1.1873141527628053e-05 5.5878663469811869e-06 4.0258809034499928e-06 -9.2151186442556029e-07 -6.3262875084460364e-06 -1.0905686718646833e-05 3.4032603033320528e-06 8.2092519863051305e-06 4.8114919081854175e-06 -8.824532546327646e-06 -7.5798163461280261e-06 3.1586078328608118e-06 -6.310886561045675e-08 2.5889244017053976e-08 9.5160982219755986e-06
leaf_weight=20 21 37 33 24 23 32 20 39 21 21 20 20 34 22 23 21 33 26 36 21 29 29 28 28 20 39 27 2271 74 29
leaf_count=20 21 37 33 24 23 32 20 39 21 21 20 20 34 22 23 21 33 26 36 21 29 29 28 28 20 39 27 2271 74 29
internal_value=0 2.7439e-08 -3.18047e-09 -2.55432e-06 4.83662e-08 6.88679e-09 4.93944e-08 1.13302e-08 -3.47894e-08 4.94802e-08 -2.5274e-06 -4.59092e-06 -1.49557e-06 -1.99666e-08 2.4118e-06 -1.10015e-06 -1.22653e-07 -5.71916e-06 2.73431e-06 -2.0434e-08 -9.17535e-08 -2.4466e-06 8.53315e-09 7.39294e-07 -1.58768e-06 -8.47704e-08 -3.18682e-06 7.14147e-10 5.66817e-08 2.69789e-06
internal_weight=0 3100 3080 61 3019 2996 2964 2944 2905 2810 95 74 54 2789 113 80 2676 48 59 2628 2595 106 2489 77 49 2461 66 2395 2374 103
internal_count=3121 3100 3080 61 3019 2996 2964 2944 2905 2810 95 74 54 2789 113 80 2676 48 59 2628 2595 106 2489 77 49 2461 66 2395 2374 103
is_linear=0
shrinkage=0.1


Tree=6137
num_leaves=31
num_cat=0
split_feature=402 401 1213 13 52 402 2 16 1210 1211 132 15 393 133 1 1209 1210 133 402 133 129 133 130 12 12 13 1209 13 1212 130
split_gain=3.71022e-08 6.92788e-08 4.12711e-08 1.73815e-07 1.13898e-07 3.91835e-08 1.8723e-07 2.0503e-07 9.95317e-08 6.5608e-08 5.62626e-08 2.07191e-07 1.19537e-07 4.66893e-08 1.15252e-07 1.0316e-07 6.12715e-08 1.23717e-07 4.41622e-07 1.32666e-07 4.06888e-08 1.53962e-07 1.8274e-07 2.05032e-07 2.88932e-07 2.74714e-07 1.0171e-07 1.71491e-07 8.46488e-08 1.33997e-07
threshold=0.31278000000000006 0.13699500000000003 0.13636500000000004 -0.084319999999999992 0.08568000000000002 -0.45015499999999992 0.093840000000000021 -0.072359999999999994 0.258635 0.11048500000000001 -0.083284999999999984 0.091475000000000015 0.12069000000000002 0.41553500000000004 0.093100000000000002 0.11386000000000002 -0.13847499999999999 0.26753000000000005 -0.0065149999999999991 0.2590050000000001 0.084115000000000009 0.090445000000000011 0.09721500000000001 0.090020000000000017 0.087830000000000005 0.0076650000000000008 -0.065739999999999979 -0.087714999999999987 0.10083000000000002 0.10490500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 -1 9 10 11 -7 13 15 -15 16 -12 19 -19 20 26 22 23 24 -22 -25 27 -18 29 -28
right_child=-2 -3 3 4 -6 8 -8 -9 -10 -11 12 -13 -14 14 -16 -17 17 18 -20 -21 21 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=-5.5668311385185611e-06 4.189135827237762e-06 -5.6200520721073525e-06 1.0315287734101731e-05 -4.1727399904215525e-06 5.0614976270356818e-06 -5.0263998134779749e-07 -9.9677769950093633e-06 8.4069602876081178e-06 7.0370926823670747e-06 5.1653672187512716e-06 4.4673009582159772e-06 -1.0208227981365782e-05 7.5531363260476316e-06 -8.7797539799794337e-06 1.9557979840101325e-06 7.011186376292331e-06 1.5277783656841849e-06 -1.5408599131700139e-05 2.429207916390754e-06 7.9420244046126585e-06 1.3344142223681419e-06 8.3367916136854482e-06 -8.3027121284182861e-06 1.2831873355025892e-05 -1.1914500503280579e-05 -1.6943856127474409e-06 -8.8942730788099576e-08 -1.1410832978851562e-05 -5.5370640373959241e-06 7.1325955944373104e-06
leaf_weight=21 21 22 20 34 22 183 22 21 20 24 30 25 21 20 20 21 20 23 35 21 93 27 22 30 20 23 2185 21 28 26
leaf_count=21 21 22 20 34 22 183 22 21 20 24 30 25 21 20 20 21 20 23 35 21 93 27 22 30 20 23 2185 21 28 26
internal_value=0 -2.83732e-08 1.15933e-08 2.31297e-06 -5.45004e-07 -4.66693e-08 -2.49451e-06 1.42006e-06 6.65316e-09 -4.15335e-08 -8.47145e-08 -1.66918e-06 3.7984e-08 -2.12348e-08 -3.41198e-06 3.04337e-08 -2.58627e-08 -7.82306e-08 -4.64441e-06 2.7031e-08 -3.95882e-08 1.27549e-06 2.61363e-07 1.39636e-06 -1.01053e-06 6.52803e-06 -1.63597e-07 -5.09932e-06 -7.32158e-08 -4.02188e-09
internal_weight=0 3100 3078 76 56 3002 64 42 2938 2918 2894 208 2686 2665 40 2625 2604 2574 58 2516 2495 215 188 166 113 53 2280 41 2239 2211
internal_count=3121 3100 3078 76 56 3002 64 42 2938 2918 2894 208 2686 2665 40 2625 2604 2574 58 2516 2495 215 188 166 113 53 2280 41 2239 2211
is_linear=0
shrinkage=0.1


Tree=6138
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 131 52 133 1186 1186 403 2 403 403 403 1213 13 3 1204 129 393 129 128 129 130 130 130 16 403 401 1212
split_gain=4.01326e-08 1.01841e-06 4.8654e-07 2.09946e-07 3.58837e-08 4.66381e-08 3.58002e-08 4.72126e-08 5.51739e-08 4.48603e-08 3.82553e-07 8.19747e-08 7.27771e-08 6.67364e-08 3.56206e-08 3.87408e-08 7.99889e-08 5.48453e-08 3.49784e-08 3.52949e-08 5.52703e-08 1.76496e-07 1.49511e-07 5.02113e-08 7.50837e-08 1.35545e-07 9.23089e-08 4.73362e-08 7.62223e-08 4.57116e-08
threshold=-0.083284999999999984 0.089480000000000018 0.12358500000000001 0.10022000000000002 0.096845000000000014 0.090645000000000017 0.55672500000000014 -0.091099999999999987 -0.086714999999999987 -0.5492149999999999 0.083715000000000026 -0.5425549999999999 -0.5335399999999999 -0.52800499999999995 0.085835000000000009 -0.049279999999999997 -0.067429999999999976 -0.082884999999999986 -0.08133 -1.0000000180025095e-35 0.10532000000000001 0.10692000000000002 0.102035 -0.22699999999999995 -0.079354999999999981 -0.004729999999999999 -0.08947999999999999 0.62200000000000011 0.13607500000000003 -0.09083999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 14 7 -2 -9 10 -10 -11 -13 -14 15 -1 17 -17 -15 -20 22 -22 23 -21 26 -26 -25 28 29 -27
right_child=2 -3 -4 -5 -6 -7 -8 8 9 11 -12 12 13 18 -16 16 -18 -19 19 20 21 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-3.0751391629261585e-06 -4.7543085007159142e-06 2.2244611225341078e-05 -1.5641788235143394e-05 -1.0629896999034828e-05 -3.8147091891005405e-06 3.9019504939525571e-06 3.143078513150815e-06 4.9931835390411425e-06 1.3724827058467782e-05 -6.4681536696298289e-06 -3.9053764734120481e-06 5.9675445163520643e-06 -5.7023900981654333e-06 3.5380745106084319e-06 -3.2991251083362373e-06 3.5839020215048961e-06 7.1873706838232471e-06 -2.9446277847550699e-06 -3.896975300676786e-06 -4.9154623281668015e-06 -8.7201323221311875e-06 2.7217772648887498e-06 8.6340590087274908e-06 8.995022603812686e-06 -5.9429556702712157e-06 -2.3877584681031296e-06 8.5735822395967584e-07 -4.1645350140445064e-06 6.0443087758834563e-06 7.3560150532685104e-08
leaf_weight=21 21 21 20 20 20 35 36 22 20 20 32 20 21 27 29 22 20 31 24 21 28 26 20 20 39 78 46 27 21 2313
leaf_count=21 21 21 20 20 20 35 36 22 20 20 32 20 21 27 29 22 20 31 24 21 28 26 20 20 39 78 46 27 21 2313
internal_value=0 1.30534e-06 -9.85191e-08 -9.15488e-07 1.76019e-07 6.81174e-07 9.34533e-09 -3.02943e-08 4.82227e-09 -3.43301e-08 2.87547e-06 -8.93317e-08 -4.26176e-08 -8.69566e-08 -2.35307e-07 7.09914e-07 1.79876e-06 -2.34672e-07 -4.31187e-08 -7.94282e-08 -4.47101e-08 -3.21106e-06 2.14343e-08 -4.57207e-08 -5.52234e-09 -9.41839e-08 3.32332e-06 -6.61129e-10 4.59494e-08 -6.73381e-09
internal_weight=0 219 2902 198 178 158 2882 2846 2825 2803 52 2751 2731 2711 123 94 73 53 2690 2663 2639 54 2585 2565 2544 2478 66 2439 2412 2391
internal_count=3121 219 2902 198 178 158 2882 2846 2825 2803 52 2751 2731 2711 123 94 73 53 2690 2663 2639 54 2585 2565 2544 2478 66 2439 2412 2391
is_linear=0
shrinkage=0.1


Tree=6139
num_leaves=31
num_cat=0
split_feature=394 156 1429 401 401 43 1209 2 1209 1212 402 1210 1208 43 1210 1210 0 130 403 400 399 402 401 401 133 402 131 482 483 42
split_gain=3.82325e-08 3.38222e-08 4.85484e-08 3.06695e-08 3.79276e-08 1.02044e-07 8.86216e-08 4.06237e-07 1.14483e-07 5.19427e-08 3.87765e-07 3.47567e-07 7.10181e-08 6.3151e-08 5.7033e-08 6.09152e-08 2.57119e-07 2.62082e-07 2.20645e-07 4.4768e-08 5.79797e-08 3.88086e-08 9.34655e-08 9.25479e-08 1.69569e-07 1.52711e-07 6.85204e-08 7.65491e-08 6.8127e-08 2.02399e-07
threshold=0.15288500000000002 0.3248100000000001 -0.23166999999999996 0.13837000000000002 0.11769000000000002 -0.0098449999999999979 -0.084519999999999984 0.080205000000000012 -0.069599999999999981 -0.089544999999999986 0.120965 -0.21410999999999997 0.11846000000000001 0.066275000000000014 -0.094799999999999982 -1.0000000180025095e-35 -0.068189999999999987 0.08610000000000001 -0.085284999999999986 -0.14175499999999996 -0.084269999999999984 -0.46900499999999995 -0.46360499999999999 -0.06959499999999999 0.51114000000000004 -0.26424499999999995 0.11863000000000001 0.12191 0.11494000000000001 0.093655000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4 -8 10 13 -11 14 -10 -13 16 17 18 -16 -17 -21 -22 -23 -24 25 -25 27 28 -27 -30
right_child=-2 -3 3 -5 5 -7 8 -9 9 11 -12 12 -14 -15 15 19 -18 -19 -20 20 21 22 23 24 -26 26 -28 -29 29 -31
leaf_value=4.4753140836443588e-06 3.6785802454427797e-06 -3.8537708425555259e-06 6.585189579969406e-06 -3.8483731718959767e-06 6.2402416943996291e-06 -2.4922190979613453e-06 7.1976596893043952e-06 -1.142842997465308e-05 -3.6650651646744145e-06 -1.2360429971759794e-05 1.4198566900415158e-05 5.0104112419417523e-06 5.7765122706076093e-06 2.826714698694164e-06 8.9631584129230248e-06 4.3895346192110319e-06 -1.0689162287949981e-05 -8.82736385590207e-06 -2.8320082021999608e-06 -5.4052543555371818e-06 3.9206362525874284e-06 -6.5284646552754573e-06 5.7350785352485094e-06 8.7342176357196873e-06 -8.7868417102237626e-06 4.2178747641486121e-08 -5.1457954563934785e-06 5.7569194545383499e-06 9.9416455314995914e-07 -1.1552595138368817e-05
leaf_weight=24 28 23 21 21 32 23 22 31 43 23 21 22 21 23 35 23 28 23 29 20 25 22 28 20 22 2363 26 23 36 20
leaf_count=24 28 23 21 21 32 23 22 31 43 23 21 22 21 23 35 23 28 23 29 20 25 22 28 20 22 2363 26 23 36 20
internal_value=0 -3.33038e-08 -4.68137e-09 -3.99801e-08 -1.35417e-08 2.58849e-06 -6.17273e-08 -4.1537e-06 1.11933e-08 -4.34e-08 2.36306e-06 -1.17933e-07 -1.6864e-08 -1.40278e-06 -6.08643e-08 -1.01538e-07 -2.35429e-06 3.28195e-07 3.61847e-06 -2.9586e-09 -4.17407e-08 -2.43487e-10 -3.85333e-08 1.7723e-08 -4.60563e-08 3.12336e-08 -3.9293e-08 1.5076e-08 -3.95178e-08 -3.48682e-06
internal_weight=0 3093 3070 3046 3025 55 2970 52 2918 2896 87 2809 2786 66 2765 2743 115 87 64 2628 2605 2585 2560 2538 2510 2488 2468 2442 2419 56
internal_count=3121 3093 3070 3046 3025 55 2970 52 2918 2896 87 2809 2786 66 2765 2743 115 87 64 2628 2605 2585 2560 2538 2510 2488 2468 2442 2419 56
is_linear=0
shrinkage=0.1


Tree=6140
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1210 42 1210 1212 16 0 1212 42 1212 12 401 12 133 0 1211 1203 400 1186 402 12 1210 131 131 394 402 133 403
split_gain=3.77894e-08 3.45193e-08 3.8893e-08 6.13252e-08 2.69092e-07 5.48621e-08 4.32317e-08 2.26371e-07 2.18304e-07 1.01331e-07 9.25873e-08 7.4168e-08 4.73541e-08 4.33353e-08 2.01307e-07 7.40164e-08 2.05382e-07 6.77878e-08 6.31673e-08 2.58751e-07 6.98789e-08 6.19365e-08 1.82333e-07 1.10712e-07 5.73262e-08 6.88512e-08 4.57235e-08 4.67312e-08 6.94675e-08 6.34463e-08
threshold=0.12461500000000002 0.10837500000000001 0.098655000000000007 -0.13847499999999999 0.094935000000000005 -0.090569999999999998 -0.088629999999999987 -0.092484999999999984 -0.086284999999999987 -0.063924999999999996 0.086135000000000003 -0.21859999999999999 0.090345000000000023 -1.0000000180025095e-35 0.097575000000000009 0.50628500000000021 -0.079634999999999997 0.11048500000000001 0.088820000000000024 -0.08131999999999999 -0.10142499999999997 -0.092414999999999983 0.089085000000000011 -0.08107499999999998 0.11863000000000001 0.11644500000000001 -0.15150999999999998 -0.0088649999999999979 0.26753000000000005 0.090990000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 -7 -9 10 -8 12 -10 14 -11 17 -17 18 20 -20 -15 22 -22 -23 25 26 -25 -28 29 -29
right_child=-2 -3 -4 5 -6 6 9 8 11 13 -12 -13 -14 15 -16 16 -18 -19 19 -21 21 23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-2.7512183740847312e-06 -4.3328591664248962e-06 3.8876105681202203e-06 -4.0107753684755686e-06 -5.0014370282786494e-06 1.2435954852207943e-05 -9.5557518597129765e-06 2.6004241743501793e-07 9.2742907099818708e-06 -3.0046981523641821e-06 -6.9361855844946172e-06 9.2328201864565144e-06 -6.9316193606606575e-06 2.9178973767961401e-06 5.1785301571691471e-06 5.0271182703650908e-06 -3.3478983996679922e-06 9.9484844685531046e-06 4.4417801532022968e-06 -1.2166506496127806e-05 1.8009615208332737e-06 -1.0059911497374625e-05 6.7966912600544063e-06 2.0564236028467015e-06 -3.6645938603014126e-06 -4.3012389235466415e-06 5.7274583252278503e-06 -3.6531051511487665e-06 -9.1952026437841181e-08 5.6738686444775387e-06 2.2495753505907371e-06
leaf_weight=28 20 23 24 22 20 29 23 22 27 39 23 22 27 26 22 21 26 34 21 36 23 24 27 34 31 21 34 2248 22 122
leaf_count=28 20 23 24 22 20 29 23 22 27 39 23 22 27 26 22 21 26 34 21 36 23 24 27 34 31 21 34 2248 22 122
internal_value=0 2.79368e-08 -9.04163e-10 3.06076e-08 3.57677e-06 -2.60178e-08 1.06643e-08 -1.79466e-06 5.01991e-07 9.09149e-08 4.74643e-06 -2.03736e-06 -4.34004e-08 1.47307e-08 -2.62155e-06 7.32082e-08 4.00755e-06 4.79761e-09 -5.17245e-08 -3.34495e-06 2.01414e-08 -3.17217e-08 -3.51709e-06 3.69961e-08 -2.75869e-08 2.58122e-08 -2.28604e-08 2.81779e-08 8.05038e-08 2.85823e-08
internal_weight=0 3101 3078 3054 48 3006 2984 127 98 2857 46 76 54 2811 61 2750 47 2703 2669 57 2612 2586 50 2536 2512 2481 2460 2426 2392 2370
internal_count=3121 3101 3078 3054 48 3006 2984 127 98 2857 46 76 54 2811 61 2750 47 2703 2669 57 2612 2586 50 2536 2512 2481 2460 2426 2392 2370
is_linear=0
shrinkage=0.1


Tree=6141
num_leaves=31
num_cat=0
split_feature=132 15 393 50 15 132 2 133 133 1212 15 52 159 480 4 1 15 15 16 480 1456 1213 160 12 2 15 3 3 481 481
split_gain=3.85773e-08 9.60073e-07 4.39426e-07 1.43431e-07 5.30332e-08 4.66339e-08 7.39882e-08 7.04761e-08 7.20309e-08 3.41545e-08 4.23509e-08 1.72761e-07 3.20216e-07 1.14015e-07 9.08265e-08 8.88933e-08 5.79992e-08 1.39929e-07 4.14399e-07 7.29262e-08 6.22013e-08 6.35081e-08 3.68609e-07 3.20484e-07 2.07355e-07 2.41285e-07 2.27729e-07 2.2575e-07 1.8156e-07 5.2296e-07
threshold=-0.083284999999999984 0.091650000000000023 0.12679500000000002 0.09227500000000001 0.08517000000000001 -0.41094499999999995 0.10381000000000001 -0.084614999999999982 -0.015929999999999996 -0.53159999999999996 0.12044500000000001 0.15116000000000002 -0.11624 0.11704500000000002 -0.033174999999999989 0.10022000000000002 0.11728000000000001 0.11171000000000002 -0.039889999999999988 -0.087719999999999979 0.11510000000000002 0.04198000000000001 -0.025879999999999997 0.085325000000000012 0.092480000000000021 0.086355000000000015 -0.082039999999999988 -0.079594999999999985 -0.086729999999999988 -0.085474999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 -1 7 -7 -9 -2 13 14 -13 16 15 -12 17 19 -19 -11 21 28 -23 -24 25 -25 -27 -28 -21 -30
right_child=2 -3 -4 -5 -6 6 -8 8 -10 10 11 12 -14 -15 -16 -17 -18 18 -20 20 -22 22 23 24 -26 26 27 -29 29 -31
leaf_value=2.2376746490711715e-06 -4.1121692265733144e-06 1.8936077406208457e-05 -1.4868136549921473e-05 -8.2672413200270976e-06 4.2042963805499765e-06 2.9412931230363968e-06 -7.0918864387501586e-06 -7.6152456574618552e-06 8.2235746665373299e-08 -4.7565782001730709e-06 -2.6931834265104213e-06 -9.0877878164974393e-07 1.6223969770408078e-05 -6.6380484720586819e-06 -4.8423376831445189e-06 6.0225136112421751e-06 4.0028068907657951e-06 -1.5223805055187688e-05 2.6173314290645065e-06 5.3039969413073215e-06 4.1933265923010347e-06 1.3402044355122675e-05 -7.9352080319949891e-06 7.5692378368330543e-06 1.1109211177624631e-05 -8.2481613926827583e-06 1.0255013298774431e-05 -4.5900071546341122e-06 -1.5226831364207497e-05 -7.1814490915546426e-08
leaf_weight=36 20 27 20 25 24 34 22 20 31 31 22 24 20 26 34 25 36 23 30 61 37 24 38 35 23 36 20 21 23 2273
leaf_count=36 20 27 20 25 24 34 22 20 31 31 22 24 20 26 34 25 36 23 30 61 37 24 38 35 23 36 20 21 23 2273
internal_value=0 1.27981e-06 -9.65767e-08 -1.2031e-06 -1.45591e-07 -8.75642e-07 -1.92311e-06 -5.85313e-07 -2.93638e-06 5.93235e-09 3.47101e-08 1.83474e-06 6.87883e-06 -4.74979e-08 -9.05268e-07 1.94283e-06 1.57092e-08 -3.79489e-08 -5.12505e-06 6.48795e-08 1.22566e-07 6.35924e-08 1.78844e-06 1.77304e-07 2.46083e-06 6.84818e-07 -2.44446e-06 2.65147e-06 -8.05718e-08 -2.23629e-07
internal_weight=0 219 2902 192 167 143 107 85 51 2882 2862 125 44 2737 81 47 2711 2675 53 2622 2591 2554 197 173 135 112 77 41 2357 2296
internal_count=3121 219 2902 192 167 143 107 85 51 2882 2862 125 44 2737 81 47 2711 2675 53 2622 2591 2554 197 173 135 112 77 41 2357 2296
is_linear=0
shrinkage=0.1


Tree=6142
num_leaves=31
num_cat=0
split_feature=401 394 132 13 41 41 41 33 12 130 41 41 0 34 104 3 13 156 2 2 2 13 14 51 151 16 151 0 2 15
split_gain=3.99945e-08 3.78265e-08 6.08094e-07 8.6947e-07 4.11747e-08 3.97821e-08 4.90864e-08 1.19587e-07 4.31183e-08 8.12015e-08 4.10684e-08 5.48681e-08 8.50036e-08 5.01346e-08 1.18734e-07 4.13009e-08 1.5589e-07 1.49787e-07 1.28003e-07 3.51927e-07 2.29986e-07 1.03515e-07 8.70245e-08 1.25043e-07 9.6875e-08 3.11739e-07 1.11005e-07 1.02595e-07 4.27285e-07 3.53947e-07
threshold=0.13837000000000002 1.0000000180025095e-35 -0.083284999999999984 -0.011289999999999998 0.11457000000000002 0.098385000000000014 0.088520000000000015 -0.0066799999999999993 0.23631000000000002 -0.22461999999999996 0.08178500000000001 0.076195000000000013 -0.14723999999999998 -0.08786999999999999 0.086600000000000024 0.11658 -0.14179999999999995 0.3248100000000001 0.11215000000000001 0.10584500000000001 0.11510000000000002 -0.39067499999999994 0.081185000000000021 -1.0000000180025095e-35 0.09759000000000001 -0.014754999999999999 0.057610000000000008 -0.10224499999999999 0.10559 -0.052074999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 -1 9 -9 11 13 -13 -11 15 16 -15 22 19 21 -20 -17 24 -24 26 -26 27 28 -18 -30
right_child=-2 2 3 -5 -6 -7 -8 8 -10 10 -12 12 -14 14 -16 18 17 -19 20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=6.1924351103375705e-06 -4.3493579997153753e-06 1.5960266792895393e-05 -1.8432231320275606e-05 6.3270496153760384e-06 -4.0699423407204452e-06 4.1481849739679807e-06 -4.051335065469175e-06 6.3302262169173674e-06 -4.6787793553448862e-06 4.5656400476693077e-06 -3.8748725083946417e-06 -1.0613569864527443e-06 7.3623893540570868e-06 -7.600856218102439e-06 -7.7996278002956389e-06 4.4414553618328993e-06 4.3986269967017844e-06 -8.3126559977906506e-06 -9.7737812335584432e-06 1.6012043624868968e-05 1.2639287264309838e-06 -5.2996094069612812e-06 7.8429360531696486e-07 -1.0003773024350049e-05 1.3872349674264633e-05 -1.0498089956118272e-06 -5.4101686897099988e-06 -1.9914663963626533e-07 7.9354451198478867e-07 -1.3409176101423067e-05
leaf_weight=31 21 23 23 37 25 23 30 20 20 23 28 23 25 28 20 24 191 22 22 20 133 20 22 21 21 42 38 2070 47 28
leaf_count=31 21 23 23 37 25 23 30 20 20 23 28 23 25 28 20 24 191 22 22 20 133 20 22 21 21 42 38 2070 47 28
internal_value=0 2.94547e-08 2.13549e-06 -3.16401e-06 -2.8484e-08 5.28492e-09 -2.6809e-08 1.42716e-08 -5.15891e-08 -1.95449e-08 -6.3825e-08 -2.62513e-08 3.32601e-06 -8.38833e-08 -1.22503e-07 -6.66495e-08 -1.80689e-07 -9.76492e-08 1.25079e-06 5.01318e-06 -3.02714e-07 1.36986e-08 -2.47742e-08 -4.4843e-06 5.39125e-08 3.92424e-06 -4.87964e-08 3.84178e-08 1.88713e-06 -4.5088e-06
internal_weight=0 3100 83 60 3017 2992 2969 2939 2908 2888 2868 2840 48 2792 2769 2749 2530 2502 219 64 155 44 2480 43 2437 63 2374 2336 266 75
internal_count=3121 3100 83 60 3017 2992 2969 2939 2908 2888 2868 2840 48 2792 2769 2749 2530 2502 219 64 155 44 2480 43 2437 63 2374 2336 266 75
is_linear=0
shrinkage=0.1


Tree=6143
num_leaves=31
num_cat=0
split_feature=156 1425 1426 447 48 147 2 448 3 3 1 15 3 393 16 403 1209 129 49 3 3 3 52 43 157 12 399 402 130 43
split_gain=3.88814e-08 5.03573e-08 4.09215e-08 4.12635e-08 1.54497e-07 2.71466e-07 1.29262e-07 5.61396e-08 4.07043e-08 1.86832e-07 5.22335e-07 3.31987e-07 2.6422e-07 2.35233e-07 1.97635e-07 1.04799e-07 1.58631e-07 1.0181e-07 1.05994e-07 1.69684e-07 6.51737e-07 5.67488e-07 3.48364e-07 3.37556e-07 2.14131e-07 3.42972e-07 2.01029e-07 1.55873e-07 2.42794e-07 2.34615e-07
threshold=0.32523500000000005 0.10034500000000002 1.0000000180025095e-35 0.088380000000000014 -0.078514999999999988 0.097985000000000017 0.092365000000000017 -0.087679999999999994 -0.082594999999999988 -0.083344999999999989 0.090965000000000004 0.089485000000000023 -0.083654999999999993 0.12069000000000002 -0.015314999999999997 -0.5341999999999999 -0.083969999999999989 -0.077709999999999987 -0.0081349999999999981 -0.086424999999999988 -0.086049999999999988 -0.085709999999999995 -0.0073049999999999999 -0.012164999999999999 -0.086244999999999988 0.086565000000000017 0.087410000000000002 0.073745000000000019 0.085970000000000005 -0.025214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 -6 -5 -1 9 12 11 14 13 17 -11 -10 -17 -9 -19 24 -21 -22 -23 -24 25 -20 -25 -26 29 -29
right_child=-2 -3 -4 4 5 -7 -8 8 15 10 -12 -13 -14 -15 -16 16 -18 18 19 20 21 22 23 26 27 -27 -28 28 -30 -31
leaf_value=5.3207885412120968e-06 4.2883978321264121e-06 -4.2507004731565505e-06 3.9598485220547169e-06 -1.2007339397054499e-06 8.4429428477927087e-06 -6.1739520425874165e-06 -1.2433927289521308e-05 -6.0535287222872013e-06 -5.6433970106202958e-06 -8.953606737804876e-07 -9.6944545350652334e-06 1.8197173318412752e-05 -9.6856798414272056e-06 1.1073982368543512e-05 1.1776581650337904e-05 6.3763165081177753e-06 -3.3305512328733002e-07 -1.9431819364116805e-06 -1.5537257889842626e-05 1.88822380550846e-05 -1.2598658297065412e-05 1.2499586262706813e-05 -8.385700013085236e-06 1.1869742989271498e-05 1.2155936363644106e-06 1.7486231106052703e-06 -1.3642490288971618e-06 -1.3891484559280799e-05 3.2873242169647422e-06 -1.6316239532750694e-06
leaf_weight=20 21 28 26 21 27 24 20 26 36 32 20 24 27 20 20 36 1667 177 22 24 25 34 28 24 544 24 22 27 38 37
leaf_count=20 21 28 26 21 27 24 20 26 36 32 20 24 27 20 20 36 1667 177 22 24 25 34 28 24 544 24 22 27 38 37
internal_value=0 -2.9051e-08 9.42757e-09 -2.42924e-08 -2.10988e-06 1.5644e-06 -6.68034e-06 4.06617e-08 4.66906e-09 4.53989e-07 4.68462e-06 8.46858e-06 8.44346e-08 3.3051e-07 3.97846e-06 -3.04093e-07 -1.91225e-07 1.26262e-07 2.82865e-07 7.46952e-07 3.71499e-06 9.78047e-07 4.1208e-06 2.71091e-07 7.3567e-08 -6.51854e-06 5.54044e-06 5.42974e-07 -3.04433e-06 -6.80375e-06
internal_weight=0 3100 3072 3046 92 51 41 2954 2934 1195 96 76 1099 1072 52 1739 1703 1052 1026 849 157 133 108 74 692 46 46 646 102 64
internal_count=3121 3100 3072 3046 92 51 41 2954 2934 1195 96 76 1099 1072 52 1739 1703 1052 1026 849 157 133 108 74 692 46 46 646 102 64
is_linear=0
shrinkage=0.1


Tree=6144
num_leaves=31
num_cat=0
split_feature=132 1185 394 156 156 51 1425 47 2 47 40 12 3 1456 16 1 1 3 151 156 43 1 151 151 151 52 156 47 133 33
split_gain=3.49796e-08 2.4639e-07 1.03876e-07 3.12855e-08 4.51978e-08 9.19682e-08 5.33404e-08 3.15934e-08 3.36635e-07 1.42136e-07 7.4728e-08 4.95698e-08 5.61524e-08 2.11783e-07 1.29432e-07 1.23179e-07 7.72401e-08 1.01746e-07 4.44128e-08 2.42783e-07 3.96955e-07 6.64e-07 7.60367e-08 7.26861e-08 6.69732e-08 1.03137e-07 9.34787e-08 1.09416e-07 5.47499e-08 5.09473e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.013605000000000001 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.084030000000000007 0.092165000000000011 -1.0000000180025095e-35 0.089785000000000018 -0.049474999999999998 -1.0000000180025095e-35 0.097915000000000016 -0.077604999999999993 -0.078844999999999985 0.11588000000000001 0.10708500000000001 -0.079594999999999985 -0.10737499999999998 0.087515000000000009 -0.085739999999999997 0.10956 -0.091299999999999978 -0.088279999999999983 -0.085684999999999997 -0.56741999999999992 -0.092624999999999985 0.085270000000000026 0.085895000000000013 -0.012019999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 9 -9 18 -10 -12 13 -13 -14 16 17 -15 19 20 -3 -22 -20 -24 28 -26 -27 29 -25 -28
right_child=1 3 -4 -5 5 -7 -8 8 10 -11 11 12 14 15 -16 -17 -18 -19 22 -21 21 -23 23 24 25 26 27 -29 -30 -31
leaf_value=-5.1059876283549942e-07 1.0885176423124948e-05 -3.9263286665421523e-06 -7.9019798552811448e-06 3.8595580917899497e-06 1.7550377790376799e-06 -7.2216915723402059e-06 3.7576871794666853e-06 -1.3517079196390114e-05 4.9121662760432667e-06 8.4993022801427292e-06 -5.3997112922843371e-06 -1.0721190071762977e-05 -2.3562829217856535e-06 -2.1327700801808945e-06 8.0293026106422385e-06 5.4415006213405699e-06 -6.9570708842547906e-06 4.5511458851343892e-06 -5.4368635609045248e-06 -4.8306789668433546e-06 2.0677436230341433e-05 -3.1792777781447514e-06 5.1594490219873414e-06 -8.1090440919349657e-07 6.1611212724751908e-06 -5.6971843152637282e-06 4.8416484484429626e-06 6.4662945786809508e-06 -7.7702606381535583e-06 -1.0801156441662728e-07
leaf_weight=201 21 30 21 21 21 25 38 20 27 20 20 20 24 79 24 35 20 32 26 36 28 20 27 26 27 29 21 26 20 2136
leaf_count=201 21 30 21 21 21 25 38 20 27 20 20 20 24 79 24 35 20 32 26 36 28 20 27 26 27 29 21 26 20 2136
internal_value=0 9.26441e-08 -1.20978e-06 1.38938e-08 -1.43732e-08 -3.12362e-06 3.65074e-08 -1.44861e-08 -9.81793e-07 1.03297e-07 -8.96019e-08 -6.21286e-07 -2.12873e-07 -9.99811e-07 2.83651e-06 1.71439e-07 -1.23659e-06 -2.05875e-07 3.48139e-08 1.96218e-06 5.09734e-06 1.07371e-05 -5.91636e-08 1.31224e-09 -5.96373e-08 1.79623e-08 -5.7022e-08 1.79045e-08 -3.83671e-06 -5.98229e-08
internal_weight=0 2899 222 2878 2857 46 2811 2773 301 2472 281 254 234 186 48 166 131 111 2452 114 78 48 2338 2312 2285 2239 2212 2183 46 2157
internal_count=3121 2899 222 2878 2857 46 2811 2773 301 2472 281 254 234 186 48 166 131 111 2452 114 78 48 2338 2312 2285 2239 2212 2183 46 2157
is_linear=0
shrinkage=0.1


Tree=6145
num_leaves=31
num_cat=0
split_feature=401 132 394 15 2 4 3 399 1203 43 403 1210 1212 484 481 1447 51 15 15 52 3 3 4 4 52 2 133 133 16 1212
split_gain=3.24623e-08 3.70102e-08 2.23424e-07 1.00587e-07 4.05788e-08 9.72835e-08 7.43301e-08 7.81107e-08 4.83896e-08 3.69227e-08 3.49508e-08 3.73395e-07 2.25392e-07 1.72676e-07 4.75929e-07 1.36e-07 1.42071e-07 1.26221e-07 1.5001e-07 1.71597e-07 1.13768e-07 3.3122e-07 2.26142e-07 2.74075e-07 1.90255e-07 1.26528e-07 3.31016e-07 3.31183e-07 2.58246e-07 4.96766e-07
threshold=0.13837000000000002 -0.083174999999999985 0.11233000000000001 0.091475000000000015 0.10467500000000002 0.0061450000000000003 -0.080104999999999996 0.085965000000000014 0.084545000000000009 -0.0095349999999999983 -0.0047449999999999992 -0.064799999999999983 -0.087764999999999996 -0.081614999999999979 -0.081614999999999979 -0.08193499999999998 0.09364500000000002 0.11171000000000002 0.099260000000000015 0.10611000000000001 -0.081164999999999987 -0.082039999999999988 -0.078439999999999996 -0.076229999999999978 -0.0046699999999999997 0.084145000000000011 0.40945500000000007 0.26753000000000005 -0.080954999999999985 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 5 6 7 -1 9 -9 12 -12 -3 -14 -15 -16 17 18 19 20 21 25 -22 -24 -25 28 27 -27 29 -17
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 -11 11 -13 13 14 15 16 -18 -19 -20 -21 22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-6.4707025558163879e-06 -3.9184405371391527e-06 1.1161646777964052e-05 1.0654006366053182e-05 -6.9441752564806077e-06 2.6013372032846543e-06 -5.7623095056312326e-06 5.795689896785917e-06 1.1672461174124952e-06 3.1620647257875899e-06 -4.7627143387563558e-06 -1.0096221967307578e-05 3.2887970286856946e-08 -6.7762212012212337e-06 1.3986858077539813e-05 -7.9606811050325644e-06 1.9906460676627998e-05 8.4995934836721673e-06 -6.821713572207955e-06 8.5319856261892568e-06 -7.6529455142277855e-06 -9.0685987856886641e-06 1.4057235548534665e-05 1.0924302848707157e-05 4.9027056321718831e-06 -6.3651766394350278e-06 -1.0021867040152222e-06 9.0705639624704628e-06 -1.4935656190573355e-05 -9.9676517837995889e-07 -3.3680717361103572e-07
leaf_weight=20 21 20 20 27 36 35 20 21 37 21 37 2221 32 26 20 22 21 25 22 27 33 20 20 23 43 116 27 20 61 27
leaf_count=20 21 20 20 27 36 35 20 21 37 21 37 2221 32 26 20 22 21 25 22 27 33 20 20 23 43 116 27 20 61 27
internal_value=0 2.65491e-08 1.21344e-07 -1.23288e-06 -4.2127e-07 -1.12785e-06 2.35221e-07 -8.88106e-07 5.2521e-07 -1.79773e-06 4.77667e-08 -1.33089e-07 7.22764e-07 3.65879e-07 7.79165e-07 1.27552e-07 4.46614e-07 9.86462e-08 4.73937e-07 7.01167e-08 5.7624e-07 1.63525e-06 -2.03124e-06 6.69136e-07 -2.43849e-06 7.25217e-07 -1.04332e-06 -3.05123e-06 3.34587e-06 8.75201e-06
internal_weight=0 3100 2883 217 190 154 119 99 79 42 2863 2258 605 585 553 527 507 486 461 439 412 293 119 86 66 273 163 136 110 49
internal_count=3121 3100 2883 217 190 154 119 99 79 42 2863 2258 605 585 553 527 507 486 461 439 412 293 119 86 66 273 163 136 110 49
is_linear=0
shrinkage=0.1


Tree=6146
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 130 12 12 1210 1210 1429 2 2 0 15 4 133 2 0 3 2 2 15 1210 2 52 12 52 1177 1186 51
split_gain=3.92666e-08 9.55152e-07 5.18897e-07 1.68041e-07 3.30533e-08 8.52535e-08 3.59063e-08 3.18845e-07 2.22132e-07 1.85433e-07 2.07845e-07 4.00617e-07 6.3121e-07 2.02275e-07 1.69881e-07 3.06951e-07 2.69057e-07 1.8914e-07 3.83226e-07 2.67718e-07 1.66128e-07 1.79293e-07 1.53877e-07 4.86558e-07 1.382e-07 1.93482e-07 1.19696e-07 1.17069e-07 1.27607e-07 1.05435e-07
threshold=-0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 -0.23647499999999996 0.23631000000000002 0.093765000000000015 -0.064799999999999983 -0.0049999999999999984 -0.067934999999999982 0.096325000000000008 0.092235000000000025 -0.07403499999999999 -0.011859999999999997 -0.072334999999999997 0.41484500000000007 0.10644500000000001 -0.077809999999999976 -0.074939999999999993 0.10327000000000001 0.116525 -0.065449999999999994 -0.13847499999999999 0.084885000000000002 0.008405000000000001 0.10061500000000002 1.0000000180025095e-35 -0.083384999999999973 0.090275000000000008 0.15466000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 22 -8 -9 -10 11 24 13 -13 16 17 -12 18 -16 -19 21 -21 23 -6 -11 -26 -22 -24 29 -29
right_child=2 -3 4 -5 5 -7 7 8 9 10 14 12 -14 -15 15 -17 -18 19 -20 20 26 -23 27 -25 25 -27 -28 28 -30 -31
leaf_value=6.6006180526847207e-08 -1.5396909516725415e-05 2.105343425310738e-05 -4.0317176080861824e-06 -9.6042636141646666e-06 1.7679441589280033e-05 6.2488581963035275e-06 -1.1284727994549301e-05 8.8621732139962172e-06 -8.5248378614518769e-06 -1.6956133052659086e-06 1.3819987628738563e-05 -8.9422303362467073e-06 -2.2755467067657847e-05 4.4700303661833782e-06 -1.6749799213281827e-06 -1.0841799716713881e-05 8.3384969655479581e-07 -9.5522434887785639e-06 1.4308883014564347e-05 1.3202623427960568e-05 1.5152072845286865e-06 5.5023964383356847e-07 7.3292915772071865e-06 -2.8993307043694791e-06 8.1673316709007793e-06 -2.5605971429819154e-06 -6.8789855104114402e-06 -1.9519613906027192e-07 7.2462261275774154e-06 4.6464295229374455e-06
leaf_weight=177 22 22 20 20 20 22 27 26 28 160 27 22 22 23 30 22 39 26 30 21 53 24 22 27 40 29 25 2025 24 46
leaf_count=177 22 22 20 20 20 22 27 26 28 160 27 22 22 23 30 22 39 26 30 21 53 24 22 27 40 29 25 2025 24 46
internal_value=0 1.2912e-06 -9.74305e-08 -9.15747e-07 1.94405e-08 4.77703e-08 -3.00194e-10 -6.3765e-07 -1.93336e-07 -5.72472e-07 -1.96981e-07 -2.0723e-06 -8.87371e-06 -2.08707e-06 1.67202e-06 3.93642e-07 6.14636e-06 1.57632e-06 6.31695e-06 -3.32659e-07 1.6162e-06 6.45469e-06 1.98209e-07 5.85759e-06 -8.23676e-08 3.65849e-06 -1.17524e-06 7.25637e-08 -3.64057e-09 -8.76564e-08
internal_weight=0 219 2902 197 2880 2860 2838 674 647 621 593 296 67 45 297 231 66 209 60 149 123 45 2164 47 229 69 78 2117 2095 2071
internal_count=3121 219 2902 197 2880 2860 2838 674 647 621 593 296 67 45 297 231 66 209 60 149 123 45 2164 47 229 69 78 2117 2095 2071
is_linear=0
shrinkage=0.1


Tree=6147
num_leaves=31
num_cat=0
split_feature=12 130 15 2 160 150 0 133 3 457 16 52 481 15 159 160 160 158 52 2 484 483 457 457 42 1374 150 457 148 3
split_gain=3.26551e-08 6.2993e-08 3.28682e-08 8.05182e-08 3.95356e-08 2.14363e-07 3.23229e-07 1.79282e-07 2.70249e-07 1.68415e-07 1.61831e-07 1.62084e-07 1.20205e-07 1.6647e-07 3.22763e-07 5.99619e-08 2.48389e-07 1.49571e-07 2.19814e-07 9.93849e-08 7.0462e-08 9.76129e-08 8.37421e-08 7.41904e-08 2.94827e-07 6.90634e-08 9.73592e-08 1.38441e-07 1.09655e-07 7.44133e-08
threshold=0.23631000000000002 -0.22562499999999999 0.17980000000000004 0.10327000000000001 0.089015000000000011 0.090480000000000019 -0.15202999999999997 0.089595000000000022 -0.081334999999999977 0.087495000000000017 0.26676500000000009 0.008405000000000001 -0.07496499999999999 -0.077844999999999984 0.088450000000000015 0.062030000000000009 0.081905000000000019 0.083065000000000014 -0.094124999999999986 0.092235000000000025 -0.22288999999999995 -0.088849999999999985 -0.14249999999999999 -0.086839999999999987 0.085465000000000013 0.091490000000000016 0.12068000000000002 0.098180000000000003 1.0000000180025095e-35 -0.083489999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 15 6 -6 9 -9 10 11 12 -8 -14 -15 20 -17 18 -18 -20 -3 -22 -23 24 -24 26 28 -28 29 -25
right_child=-2 2 3 -5 5 -7 7 8 -10 -11 -12 -13 13 14 -16 16 17 -19 19 -21 21 22 23 25 -26 -27 27 -29 -30 -31
leaf_value=5.0272569387743723e-06 -3.7540943041043967e-06 4.7848450238537532e-06 7.3405956209171574e-06 -1.525132882393553e-06 -1.4044870269052417e-05 6.0834285638596466e-06 1.5560868567782954e-06 -1.5003862288375829e-05 -8.0067862359715661e-07 8.8652907498683264e-06 6.2456486879065269e-06 4.336992337812262e-06 -2.2812824321088807e-07 -1.9412645593206437e-05 -2.3689737254244393e-06 1.1122935391540523e-05 -1.0849424169074545e-05 7.2171297812350206e-06 -2.4266730065392039e-06 6.191249778329739e-06 -6.3078909151954575e-06 5.617518697293305e-06 -1.1234678531006163e-05 7.3155390959792998e-07 3.1691655311760766e-06 -5.2340208894747781e-06 9.4607203244287608e-06 -1.1900026077890528e-06 -7.2357909370371745e-06 -4.1859285871688854e-07
leaf_weight=25 23 30 20 21 21 36 28 21 37 21 28 30 29 20 25 25 21 22 32 23 25 26 27 912 30 25 26 23 21 1468
leaf_count=25 23 30 20 21 21 36 28 21 37 21 28 30 29 20 25 25 21 22 32 23 25 26 27 912 30 25 26 23 21 1468
internal_value=0 2.78716e-08 -1.28003e-08 2.79961e-06 -5.08309e-08 -1.14868e-06 -2.15005e-06 -1.10489e-06 -5.94321e-06 4.45506e-07 -6.59591e-07 -2.12434e-06 -4.02473e-06 -6.13639e-06 -9.94394e-06 6.79419e-08 2.22567e-06 -4.40392e-08 -2.14596e-06 1.17719e-06 -3.36274e-08 -8.95911e-08 -2.8818e-08 -8.67978e-08 -3.65371e-06 -4.65075e-09 4.87102e-08 4.4614e-06 -4.13448e-08 2.21357e-08
internal_weight=0 3098 3073 41 3032 296 260 239 58 181 160 132 102 74 45 2736 123 98 76 55 2613 2583 2558 2532 57 2475 2450 49 2401 2380
internal_count=3121 3098 3073 41 3032 296 260 239 58 181 160 132 102 74 45 2736 123 98 76 55 2613 2583 2558 2532 57 2475 2450 49 2401 2380
is_linear=0
shrinkage=0.1


Tree=6148
num_leaves=31
num_cat=0
split_feature=130 12 12 52 4 142 11 147 147 483 158 481 159 159 159 159 479 16 16 1455 483 132 15 393 1186 12 1210 1210 12 16
split_gain=3.36288e-08 7.90498e-08 3.38439e-08 1.21613e-07 1.21992e-07 1.16646e-07 6.67311e-08 4.90573e-08 9.27947e-08 7.33258e-08 7.22665e-08 5.26577e-08 6.14656e-08 1.32037e-07 2.84955e-07 1.35427e-07 8.49652e-08 7.85689e-08 1.48512e-07 1.45341e-07 1.67476e-07 5.4598e-08 1.05015e-06 4.37404e-07 1.31815e-07 6.66345e-08 3.21599e-07 2.15471e-07 2.01665e-07 4.22166e-07
threshold=-0.23647499999999996 0.23631000000000002 0.12757000000000002 -1.0000000180025095e-35 0.015030000000000002 -0.057499999999999989 -0.014494999999999999 0.099230000000000013 0.093875000000000014 -0.47181499999999993 0.13374000000000003 0.11393500000000002 -0.10909999999999999 -0.092414999999999983 -0.088129999999999986 -0.085179999999999992 0.086465000000000014 0.062650000000000025 0.054560000000000004 0.10861000000000001 0.094075000000000006 -0.083284999999999984 0.091915000000000011 0.12679500000000002 0.0044650000000000011 0.093765000000000015 -0.064799999999999983 -0.00092999999999999995 0.092355000000000007 -0.082179999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 -7 8 9 -8 11 12 16 -14 -15 -16 17 18 19 20 -11 22 24 25 -17 28 -27 -28 -23 -30
right_child=1 -3 3 4 -6 6 7 -9 -10 10 -12 -13 13 14 15 21 -18 -19 -20 -21 -22 23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-4.0873638772609414e-06 7.127033440274713e-06 5.9993818488444299e-06 3.8142460373984996e-06 4.7637425268476366e-07 -1.0098419493450214e-05 -5.5089867063626037e-06 5.119543746851767e-06 3.8529974366004657e-06 -6.2168436755882801e-06 -1.2950802589936455e-06 -5.8674694861067463e-06 3.9322147447297972e-06 6.0286852600084617e-06 -1.1320087621801247e-05 6.6789529902903704e-06 2.4874390814994975e-08 -7.7748122770398843e-06 4.2678027057855655e-06 -9.9043314503433073e-06 -7.9542248613506669e-06 8.3024150834868738e-06 4.5337784114173625e-08 2.2202081082799521e-05 -1.4827299405624219e-05 -8.4484602044063833e-06 -1.2052923293595086e-05 8.8161999040418486e-06 -9.0675883228327693e-07 1.5611249438052255e-05 9.2076672597360385e-07
leaf_weight=20 23 22 22 20 24 22 28 33 24 75 21 34 37 22 31 146 21 24 20 22 24 1736 22 20 21 25 24 453 26 79
leaf_count=20 23 22 22 20 24 22 28 33 24 75 21 34 37 22 31 146 21 24 20 22 24 1736 22 20 21 25 24 453 26 79
internal_value=0 2.63745e-08 -1.63037e-08 -2.25638e-06 -5.2917e-06 3.27654e-08 -2.18059e-08 1.88673e-08 -2.42422e-08 2.68133e-08 -2.26479e-08 2.02387e-08 -2.67936e-08 9.69054e-08 1.26537e-08 1.09177e-07 -1.78385e-06 -1.02137e-06 -1.92165e-06 -6.02198e-07 1.03159e-06 2.93719e-08 1.66487e-06 -1.0144e-07 -1.04063e-06 2.4261e-08 -9.97004e-07 -4.17553e-07 3.02737e-07 4.55841e-06
internal_weight=0 3101 3079 66 44 3013 2990 2968 2935 2911 2883 2862 2828 2642 2605 2583 186 165 141 121 99 2552 189 2363 167 2343 502 477 1841 105
internal_count=3121 3101 3079 66 44 3013 2990 2968 2935 2911 2883 2862 2828 2642 2605 2583 186 165 141 121 99 2552 189 2363 167 2343 502 477 1841 105
is_linear=0
shrinkage=0.1


Tree=6149
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1213 403 42 2 3 12 4 1209 1210 1208 403 15 1210 1210 1212 403 13 1212 43 1212 1212 403 1213 1456 4 1456
split_gain=3.69798e-08 2.68081e-07 1.3067e-07 5.13003e-08 4.83818e-08 5.94852e-08 4.85558e-08 6.14093e-08 1.02061e-07 3.6136e-08 6.79776e-08 3.58834e-08 1.81539e-07 1.41778e-07 6.98808e-08 4.36677e-07 6.54538e-08 4.82329e-08 3.89586e-08 9.88346e-08 1.27152e-07 9.31617e-08 3.14678e-07 9.24875e-08 6.01664e-08 1.72042e-07 6.47007e-08 4.65094e-08 3.3153e-07 8.84458e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.087020000000000014 -0.088034999999999988 -0.021469999999999996 0.10136500000000002 -0.080104999999999996 0.23631000000000002 0.63113500000000011 0.10691500000000002 -0.00046999999999999993 0.092250000000000013 -0.5335399999999999 0.087575000000000014 -0.3960249999999999 -0.094799999999999982 0.091580000000000009 0.022375000000000003 -0.070304999999999992 0.087615000000000012 -0.0087399999999999995 0.086995000000000017 0.11796000000000001 -0.081224999999999992 -0.054544999999999989 -0.15308499999999997 -0.065794999999999979 -0.091834999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -7 10 11 13 -13 14 15 -3 -16 -18 21 20 -20 23 -23 27 25 26 -22 28 -19 -29
right_child=1 9 -4 -5 -6 6 -8 -9 -10 -11 -12 12 -14 -15 16 -17 17 18 19 -21 24 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-4.444589076229022e-06 1.13528306731799e-05 -5.8773139964311364e-06 -8.0543197400402283e-06 -5.0513121442192988e-06 4.5644455998295932e-06 -3.1138910294714606e-06 3.4392007714464295e-06 -5.2356233719246632e-06 5.0048608166738032e-06 -3.9347676469649583e-06 5.344526660640744e-06 8.5400995245705692e-06 -2.3734071152148318e-06 -7.549904627012439e-06 -5.7525072725184152e-06 1.3007055349589793e-05 4.6525977970966122e-06 -1.358910503597599e-05 7.415382029457281e-06 -4.7020857974447697e-06 -5.7775509308807424e-06 -1.2202483216802088e-05 2.9480794151383855e-06 6.2590602718283554e-06 -3.5330550212200675e-06 8.4978183727239052e-06 2.1697876104553871e-06 5.8822716982831479e-06 1.4456239560703663e-06 -9.7628271980142305e-08
leaf_weight=30 21 24 25 21 22 32 39 23 30 23 24 27 35 25 20 25 22 20 38 22 21 26 29 23 26 26 20 25 55 2322
leaf_count=30 21 24 25 21 22 32 39 23 30 23 24 27 35 25 20 25 22 20 38 22 21 26 29 23 26 26 20 25 55 2322
internal_value=0 9.52539e-08 -1.24389e-06 -3.79628e-07 1.77789e-07 -4.48876e-07 5.17829e-07 -8.22565e-07 8.14537e-07 1.31104e-08 4.49146e-08 -1.32027e-11 2.37925e-06 -5.32867e-08 1.50134e-08 3.75757e-06 -5.3033e-08 -1.04202e-08 -4.90882e-08 1.49993e-06 2.54149e-06 -1.43888e-07 -4.214e-06 -5.23315e-08 5.50011e-07 2.13448e-06 -1.9008e-06 -1.12266e-07 -2.56364e-06 -3.3931e-08
internal_weight=0 2899 222 197 176 154 124 85 62 2878 2855 2831 62 2769 2744 49 2695 2675 2653 153 131 2500 55 2445 93 67 41 2422 75 2347
internal_count=3121 2899 222 197 176 154 124 85 62 2878 2855 2831 62 2769 2744 49 2695 2675 2653 153 131 2500 55 2445 93 67 41 2422 75 2347
is_linear=0
shrinkage=0.1


Tree=6150
num_leaves=31
num_cat=0
split_feature=400 399 130 42 400 394 130 130 39 0 0 39 42 42 42 4 1209 42 2 2 16 12 2 0 0 1 41 33 43 402
split_gain=3.23942e-08 1.61086e-07 1.07731e-07 1.51945e-07 1.06912e-07 5.83378e-08 9.83804e-08 4.22179e-08 5.11982e-08 1.05681e-07 8.16667e-08 7.71475e-08 4.28343e-08 1.77015e-07 1.05322e-07 9.7376e-08 1.66679e-07 1.87547e-07 1.44277e-07 4.3894e-07 2.69214e-07 3.58868e-07 2.45307e-07 2.14973e-07 3.14226e-07 1.63218e-07 5.58013e-08 1.13407e-07 5.16474e-08 2.57572e-07
threshold=-0.08262499999999999 0.090145000000000017 0.087380000000000013 -0.087819999999999981 -0.081639999999999976 0.013605000000000001 -0.12279499999999997 -0.22699999999999995 0.10940500000000002 -0.038659999999999993 -0.077639999999999987 0.10508500000000001 0.097640000000000018 0.096450000000000022 0.095885000000000012 -0.082594999999999988 -0.065739999999999979 0.099760000000000015 0.093680000000000013 0.097070000000000004 -0.071854999999999988 0.093965000000000007 0.10327000000000001 -0.05208999999999999 -0.06563999999999999 0.094385000000000011 0.088520000000000015 -0.0066799999999999993 0.0034250000000000005 -0.047074999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 7 -7 -6 11 10 -10 12 13 14 26 -14 -17 -18 20 -20 21 -19 -21 24 -24 -22 27 -9 -29 -30
right_child=4 -3 -4 -5 5 6 -8 8 9 -11 -12 -13 15 -15 -16 16 17 18 19 22 25 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=8.1206047717876994e-06 -7.1777373401952608e-06 9.7998471119353794e-06 -5.72876423575508e-06 -1.0089808264839405e-06 -4.6498623214574767e-06 -1.0340848654134438e-06 8.5349353260729302e-06 6.0759372900065502e-06 1.4455686436321003e-06 -2.4828842121375301e-06 8.9908376279569132e-06 -6.1522885949844279e-06 5.6631580328496813e-06 -7.1804385293540286e-06 5.9814250367448297e-06 -6.4781691406778918e-06 7.7784853034872132e-06 -5.044906600915056e-07 1.4299497417596285e-05 -8.8623527482503475e-06 9.3379985152014787e-06 -1.6680842668392871e-05 6.963678444865057e-07 -4.9021829651489196e-06 1.5760917990519373e-05 -1.81353114547684e-06 -4.9852322149490652e-06 -2.419860164864883e-08 -1.1829257226219687e-05 -6.2800903116588241e-07
leaf_weight=26 21 20 25 61 20 22 21 29 32 30 26 21 39 36 28 32 37 32 25 26 21 24 45 30 20 35 24 1984 22 307
leaf_count=26 21 20 25 61 20 22 21 29 32 30 26 21 39 36 28 32 37 32 25 26 21 24 45 30 20 35 24 1984 22 307
internal_value=0 1.53307e-06 5.68642e-08 1.7194e-06 -6.77017e-08 -1.73949e-08 3.63916e-06 -7.11493e-08 -3.96263e-08 2.33561e-06 4.82793e-06 -1.13826e-07 -6.84728e-08 -2.20375e-07 -1.15713e-07 9.4006e-07 3.76754e-07 1.12034e-06 1.65489e-07 2.23668e-06 -2.53446e-06 -7.43721e-06 -2.55634e-07 2.09989e-06 5.33161e-06 2.36829e-06 -1.87868e-07 -1.38706e-07 -2.16624e-07 -1.37703e-06
internal_weight=0 132 112 87 2989 2968 43 2925 2905 88 58 2817 2796 2430 2394 366 327 295 258 146 112 56 121 95 65 56 2366 2342 2313 329
internal_count=3121 132 112 87 2989 2968 43 2925 2905 88 58 2817 2796 2430 2394 366 327 295 258 146 112 56 121 95 65 56 2366 2342 2313 329
is_linear=0
shrinkage=0.1


Tree=6151
num_leaves=31
num_cat=0
split_feature=132 1186 1185 15 1208 1208 1209 2 1209 15 401 0 3 133 1210 1204 47 10 33 47 47 47 44 47 49 484 51 0 1 1
split_gain=3.77992e-08 1.00915e-06 4.63874e-07 1.03308e-07 3.63387e-08 8.14037e-08 4.90661e-08 4.12036e-07 5.00781e-08 2.27023e-07 4.08129e-08 1.63222e-07 1.24627e-07 9.00993e-08 6.19851e-08 5.08414e-08 3.61019e-08 4.2858e-07 3.38367e-07 1.04488e-07 7.39049e-08 8.21532e-08 7.08961e-08 1.47393e-07 8.5597e-08 4.96245e-08 8.7996e-08 5.454e-08 5.16282e-08 5.56313e-08
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 0.11846000000000001 0.10683000000000002 -0.087714999999999987 0.084715000000000013 -0.065739999999999979 0.087575000000000014 -0.078179999999999986 -0.071719999999999992 -0.078084999999999988 0.51114000000000004 0.10799000000000002 -0.082274999999999987 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.097970000000000015 0.090920000000000015 0.087885000000000019 0.099360000000000018 0.10254000000000001 -0.015259999999999998 -0.078424999999999981 -0.40274499999999996 -0.060129999999999996 0.11588000000000001 0.090740000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 -4 9 -8 11 12 -10 14 15 -12 18 -18 -17 -19 21 -20 23 -21 -25 -26 -27 28 29 -28
right_child=2 -3 4 -5 -6 -7 8 -9 10 -11 13 -13 -14 -15 -16 16 17 19 20 22 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-1.2859467575335762e-07 -1.4561199011289072e-05 2.1580031526272336e-05 -5.1101340802604147e-06 -7.0082481170175023e-06 3.8898062345064469e-06 -5.9428597322523831e-06 -1.0994564800490655e-05 1.3326104495221941e-05 3.7493939566957124e-06 2.9848139792403136e-06 4.0827111509618897e-06 9.3632980571904382e-06 -5.7097588908688454e-06 -5.004536090938119e-06 5.5782698268558311e-06 -1.0740267698565731e-05 1.5119276995392283e-05 -7.0125544630172948e-06 -3.4617982523207745e-08 8.1499494854142537e-06 5.7179140681414127e-06 -5.2185947776794622e-06 -4.5392476858978623e-06 5.8550340109713547e-06 -4.7597511570529602e-06 5.8892749476316659e-06 2.096821095494369e-06 -5.2542619452348544e-06 3.8858045277615581e-06 -3.5446927540760956e-06
leaf_weight=172 22 22 27 25 24 23 21 22 30 26 30 23 26 36 20 30 20 20 2205 26 22 31 25 23 25 22 29 24 26 44
leaf_count=172 22 22 27 25 24 23 21 22 30 26 30 23 26 36 20 30 20 20 2205 26 22 31 25 23 25 22 29 24 26 44
internal_value=0 1.26683e-06 -9.5608e-08 -1.00165e-06 1.4893e-08 -1.76693e-08 3.0435e-08 3.16736e-06 -2.47767e-08 -3.26129e-06 3.0801e-08 2.27068e-06 -6.42356e-07 -3.57719e-08 3.24492e-08 -1.01782e-08 -5.7918e-08 1.00549e-06 -1.89914e-07 -6.37408e-08 -4.97409e-08 -1.06489e-07 5.05834e-07 1.08176e-06 1.29565e-07 -6.45057e-07 6.43725e-08 -9.7748e-07 5.93156e-08 -1.30354e-06
internal_weight=0 219 2902 197 2880 2856 2833 49 2784 47 2737 79 56 2658 2622 2602 2572 284 2288 264 2258 2236 244 219 193 170 145 123 99 73
internal_count=3121 219 2902 197 2880 2856 2833 49 2784 47 2737 79 56 2658 2622 2602 2572 284 2288 264 2258 2236 244 219 193 170 145 123 99 73
is_linear=0
shrinkage=0.1


Tree=6152
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 1209 1210 1208 1209 401 1210 374 120 483 483 39 1456 43 12 50 483 159 104 11 9 3 33 13 0 0 51
split_gain=3.06164e-08 9.27561e-07 4.18953e-07 1.79493e-07 3.26964e-08 1.43386e-07 1.0891e-07 6.61762e-08 7.96623e-08 5.37991e-08 3.26312e-08 6.20758e-08 5.68687e-08 4.54906e-07 1.43384e-07 6.66629e-08 1.01614e-07 1.01102e-07 7.70448e-08 5.98986e-08 1.18986e-07 5.69171e-08 1.36503e-07 7.18842e-08 2.33548e-07 1.26432e-07 4.47854e-08 1.2716e-07 9.12012e-08 3.75601e-07
threshold=-0.083284999999999984 0.089480000000000018 0.12358500000000001 0.10022000000000002 0.10691500000000002 -0.00046999999999999993 0.092250000000000013 -0.094304999999999986 0.13274500000000003 -0.094799999999999982 0.08987500000000001 0.088020000000000015 0.10045000000000003 0.10357500000000001 0.13507500000000003 -0.074164999999999995 -0.078469999999999984 0.090695000000000012 0.10917 0.095250000000000015 0.10395500000000001 0.088500000000000009 -0.011194999999999998 0.091600000000000015 -0.13309499999999996 -1.0000000180025095e-35 0.10002500000000002 0.12358500000000001 0.10455500000000001 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 -6 7 -2 9 -9 11 12 14 -14 19 17 -17 -15 -18 21 -21 22 -11 25 -25 -24 28 -28 -27 -30
right_child=2 -3 -4 -5 5 -7 -8 8 -10 10 -12 -13 13 15 -16 16 18 -19 -20 20 -22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=2.9928643441686864e-08 5.7545046411178197e-06 2.1123677567759713e-05 -1.4509364974628624e-05 -9.9615967837962681e-06 7.7609940355479782e-06 -1.9381604046689712e-06 -6.6068444048141822e-06 4.111999290579149e-06 -5.3253658864248014e-06 7.9075971122868164e-06 3.1620723839054232e-06 -5.4658082392831735e-06 1.5524773649693607e-05 -2.2459724618784093e-06 -7.9763290716775131e-06 2.9933125495937513e-06 -7.6073735182503839e-06 7.6885539870307266e-06 2.5832975552475546e-07 -8.0802370427171325e-06 2.1792507072859736e-06 -5.2902317975167534e-06 7.6163843087587423e-06 3.8539855224717902e-06 -1.0450986334944902e-05 2.1448000715083185e-08 5.3949857025399139e-07 8.6137312171724087e-06 5.1716762036927613e-06 -7.0594087778649626e-06
leaf_weight=178 20 21 20 20 27 35 25 32 28 22 32 21 21 20 23 26 33 21 20 26 20 20 22 21 25 2036 172 22 38 74
leaf_count=178 20 21 20 20 27 35 25 32 28 22 32 21 21 20 23 26 33 21 20 26 20 20 22 21 25 2036 172 22 38 74
internal_value=0 1.14015e-06 -8.60277e-08 -9.79316e-07 1.40648e-08 2.28566e-06 -3.58782e-08 2.28961e-08 -1.84128e-08 3.56807e-08 -1.23643e-08 -5.02257e-08 -7.50319e-09 1.94688e-06 -1.16812e-07 -4.29254e-07 -2.12722e-06 2.84244e-06 -4.63918e-06 -4.44467e-08 -3.61959e-06 2.26237e-08 6.6315e-08 -5.26518e-09 -3.92046e-06 7.09187e-08 3.90335e-11 1.45513e-06 -1.3138e-07 -2.90958e-06
internal_weight=0 219 2902 198 2882 62 2820 2795 2775 2747 2715 2683 2662 141 2521 120 79 41 53 2498 46 2452 2432 2410 46 2364 2342 194 2148 112
internal_count=3121 219 2902 198 2882 62 2820 2795 2775 2747 2715 2683 2662 141 2521 120 79 41 53 2498 46 2452 2432 2410 46 2364 2342 194 2148 112
is_linear=0
shrinkage=0.1


Tree=6153
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 40 12 0 12 1456 133 153 1208 1208 403 3 1210 1212 403 15 401 402 133 1213 394 390 130 448 0 403 1210
split_gain=3.35256e-08 2.88156e-07 1.32791e-07 3.3025e-08 6.9813e-08 5.37967e-08 4.97917e-08 3.88575e-08 8.02231e-08 6.93288e-08 6.4284e-08 6.03276e-08 6.50561e-08 6.40712e-08 3.77799e-07 8.59789e-08 4.88652e-08 8.06955e-08 9.74453e-08 4.14159e-08 2.54361e-07 8.14837e-08 7.53078e-08 1.05197e-07 1.26861e-07 5.18644e-08 9.58812e-08 8.67852e-08 5.42514e-08 2.65201e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23123999999999997 -0.24290999999999999 0.13043000000000002 -0.030209999999999997 0.11586 0.11510000000000002 0.10722500000000001 1.0000000180025095e-35 0.11846000000000001 0.10683000000000002 -0.53960999999999981 -0.085709999999999995 -0.3960249999999999 0.10909000000000001 0.022375000000000003 0.095575000000000007 -1.0000000180025095e-35 -0.45015499999999992 0.5087600000000001 0.12955000000000003 -0.11103499999999998 0.090205000000000007 0.10490500000000001 0.030280000000000001 -0.26343999999999995 0.0033700000000000002 -0.086074999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 7 -7 8 10 -9 11 12 13 14 -6 -15 19 18 -18 20 -17 22 23 -21 25 26 27 -25 29 -29
right_child=1 3 -4 4 5 6 -8 9 -10 -11 -12 -13 -14 15 -16 16 17 -19 -20 21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-2.5523283855711937e-07 1.1762146658882211e-05 3.7796408635230088e-06 -7.6220650385039336e-06 -5.9123226856172551e-06 -7.4329269712810245e-06 7.1711048326505988e-06 4.1518630951031814e-07 4.1646599297732963e-07 4.5138656892399573e-06 -7.3515261942702643e-06 -5.4376566822611494e-06 5.2050679662649854e-06 -5.348456484764187e-06 -6.4533516533196065e-06 9.3602953564038988e-06 -1.0149219436546749e-05 7.7339448918272472e-06 -2.3641196478890311e-06 -3.4816514996166986e-07 5.7239232238580668e-06 4.9208874294154593e-06 5.1245571557956279e-06 -5.69311245044446e-06 5.2855844986273348e-06 -8.070077483353088e-06 3.9913667287985463e-06 -6.1646175359223537e-06 -1.1222442513123746e-05 1.2562578173758477e-06 -1.8171639708886328e-07
leaf_weight=194 21 23 28 20 21 20 24 27 39 20 22 22 23 21 37 24 35 26 26 31 21 30 24 30 20 31 26 22 251 1962
leaf_count=194 21 23 28 20 21 20 24 27 39 20 22 22 23 21 37 24 35 26 26 31 21 30 24 30 20 31 26 22 251 1962
internal_value=0 9.06888e-08 -1.18438e-06 5.52525e-09 -2.48792e-08 1.66548e-08 3.48606e-06 -3.80402e-08 1.07929e-08 -2.88906e-06 -5.41312e-08 -9.98753e-09 -5.31034e-08 -6.93463e-09 3.27999e-06 -8.08267e-08 -2.85317e-08 2.30079e-06 4.28911e-06 -1.1051e-07 -3.1165e-06 -5.47749e-08 -1.19598e-07 -6.32283e-08 -1.3983e-07 -7.15249e-08 -1.26501e-07 -5.7189e-08 -1.28904e-07 -3.04144e-07
internal_weight=0 2899 222 2878 2855 2835 44 2791 2744 47 2705 2683 2661 2638 58 2580 2559 87 61 2472 45 2427 2397 2373 2342 2322 2291 2265 2235 1984
internal_count=3121 2899 222 2878 2855 2835 44 2791 2744 47 2705 2683 2661 2638 58 2580 2559 87 61 2472 45 2427 2397 2373 2342 2322 2291 2265 2235 1984
is_linear=0
shrinkage=0.1


Tree=6154
num_leaves=31
num_cat=0
split_feature=40 130 42 132 394 1203 9 10 2 12 11 9 1 45 16 1456 1456 1456 481 481 475 475 484 52 156 4 481 42 1447 4
split_gain=3.48655e-08 1.00244e-07 6.80976e-08 3.34081e-08 2.48471e-07 1.02334e-07 2.97337e-08 1.22638e-07 1.43785e-07 1.08964e-07 9.12971e-08 4.71043e-08 3.08236e-08 3.86108e-08 5.45982e-08 4.25024e-08 8.39791e-08 8.20451e-08 4.54391e-08 1.00254e-07 5.1936e-08 3.59458e-07 3.10457e-07 1.29503e-07 1.77315e-07 1.02303e-07 7.91221e-08 3.87073e-07 6.80431e-08 4.8904e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 -0.083174999999999985 0.10969000000000002 0.088820000000000024 0.092410000000000006 0.053330000000000009 -0.15339499999999998 -0.010834999999999999 -1.0000000180025095e-35 0.087755000000000014 0.15799000000000005 0.084355000000000013 -0.076354999999999992 0.14523500000000003 0.11510000000000002 0.10795500000000001 -0.24785499999999996 -0.15265499999999996 -0.086279999999999982 -0.085669999999999982 0.085790000000000019 -0.53964499999999982 0.085790000000000019 -0.50052499999999989 -0.086484999999999992 0.085730000000000015 -0.085709999999999995 -0.081609999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 -3 7 10 -9 -8 -5 12 13 15 -15 16 17 18 -12 -20 22 -22 23 25 -25 -21 27 -23 29 -28
right_child=1 2 -4 4 -6 -7 9 8 -10 -11 11 -13 -14 14 -16 -17 -18 -19 19 20 21 26 -24 24 -26 -27 28 -29 -30 -31
leaf_value=4.1618418799771462e-06 -6.7530723196217551e-06 -3.9068766576293138e-07 4.6844462597237589e-06 6.3015797936911795e-06 1.1172947112640941e-05 -6.859859591453901e-06 8.0176858818958867e-06 5.8590988373907747e-07 -1.1261523739102857e-05 -1.9765136185512233e-06 4.2690370137279389e-06 -4.8605959909764356e-06 -3.8055909380134492e-06 -4.7556624763057612e-07 6.8250009397274878e-06 -4.4877357920215998e-06 6.0449717298267744e-06 -6.2495134048255022e-06 -6.4476767230795919e-06 1.2347177994342929e-06 1.288041335928111e-05 -6.4789703856149575e-06 -1.3034874808952389e-05 -1.8586823375699171e-06 7.8876171229629635e-06 -8.3607292290253105e-06 -1.4856770305489894e-05 1.1222574809532187e-05 5.5024767006555545e-08 2.2047372660998526e-06
leaf_weight=20 22 193 31 23 20 28 20 20 21 24 25 20 21 21 20 21 23 21 24 20 22 21 21 40 35 25 24 30 2209 56
leaf_count=20 22 193 31 23 20 28 20 20 21 24 25 20 21 21 20 21 23 21 24 20 22 21 21 40 35 25 24 30 2209 56
internal_value=0 -2.68522e-08 2.12079e-08 -2.62201e-08 6.63459e-08 -1.21031e-06 -1.27891e-08 -5.38604e-08 -5.48229e-06 2.5663e-06 2.7905e-08 -2.55572e-08 1.05387e-08 4.06887e-08 3.08569e-06 -7.01669e-09 2.92295e-08 -2.45451e-08 2.66792e-08 -1.52911e-08 4.63857e-08 1.5768e-07 -1.81799e-06 1.44962e-07 2.68959e-06 -4.09609e-06 3.80647e-08 3.9337e-06 -4.8732e-08 -2.91372e-06
internal_weight=0 3101 3079 3048 2827 221 2807 2763 41 44 2722 2699 2679 2658 41 2617 2596 2573 2552 2527 2503 2362 141 120 75 45 2340 51 2289 80
internal_count=3121 3101 3079 3048 2827 221 2807 2763 41 44 2722 2699 2679 2658 41 2617 2596 2573 2552 2527 2503 2362 141 120 75 45 2340 51 2289 80
is_linear=0
shrinkage=0.1


Tree=6155
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 11 142 147 147 34 12 9 2 16 40 9 147 44 1455 158 0 482 484 51 482 482 4 1455 43 484 4
split_gain=3.73328e-08 9.10754e-07 4.30995e-07 1.65371e-07 3.63075e-08 3.56731e-08 4.82489e-08 7.37568e-08 3.77465e-08 2.64532e-07 1.86569e-07 1.38359e-07 3.02451e-07 9.13435e-08 1.24133e-07 5.04667e-08 3.78866e-08 1.17675e-07 5.38398e-08 2.05463e-07 5.54964e-08 2.0151e-07 2.35557e-07 1.37918e-07 4.93255e-07 1.15843e-07 6.92504e-08 1.44588e-07 1.84368e-07 8.18057e-08
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.072629999999999986 -0.057499999999999989 0.099230000000000013 0.093875000000000014 -0.057544999999999992 -0.040564999999999997 0.091600000000000015 -1.0000000180025095e-35 -0.056919999999999991 -0.07632499999999999 -0.08619499999999998 0.090425000000000019 0.099360000000000018 0.11867500000000002 -0.46695499999999995 -0.077809999999999976 0.080200000000000007 0.090535000000000018 -1.0000000180025095e-35 0.089745000000000005 0.10022500000000002 -0.0070899999999999991 0.090900000000000022 -0.077824999999999991 -0.069939999999999988 -0.51843499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 7 8 9 13 11 12 -10 14 -7 16 17 18 19 -13 26 22 25 -23 -25 -22 29 28 -28 -20
right_child=2 -3 4 -5 5 6 -8 -9 10 -11 -12 15 -14 -15 -16 -17 -18 -19 20 -21 21 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=1.2754157735931648e-07 -1.4038531861098654e-05 2.1060640404985387e-05 -4.1313556764743271e-06 -9.462859156883497e-06 -4.064460765242811e-06 6.4801220420262183e-06 3.6116707238570121e-06 -5.4955607055262595e-06 -2.419324142544571e-06 1.1951786776383718e-05 -6.9559365037345128e-06 3.8441618471551923e-06 1.398123516661475e-05 -6.330582120773172e-06 -2.8892986246055152e-06 5.0097717212338473e-06 -3.6913654266105114e-06 6.8342294762260285e-06 -4.5428518972606308e-06 -1.0014540155521979e-05 5.0814154413577246e-06 5.1021510877208565e-06 1.1944166081434561e-05 -1.6596782231880796e-05 2.591645262032831e-06 -4.4721258839010922e-06 1.3032067107071107e-05 -2.3747565895367492e-06 -2.3396728238367362e-07 -1.3871331849719065e-07
leaf_weight=178 22 21 21 20 21 26 38 24 23 21 38 20 22 21 31 20 28 25 43 23 30 21 32 21 37 22 22 30 20 2200
leaf_count=178 22 21 21 20 21 26 38 24 23 21 38 20 22 21 31 20 28 25 43 23 30 21 32 21 37 22 22 30 20 2200
internal_value=0 1.25899e-06 -9.50195e-08 -8.41186e-07 1.14934e-08 4.19236e-08 7.23091e-08 2.42749e-08 7.19968e-08 1.9895e-06 1.08443e-09 1.01261e-07 5.59873e-06 -6.92658e-07 1.38447e-06 5.89278e-09 -3.29874e-08 7.24614e-09 -6.0455e-08 -3.56863e-06 4.2136e-10 1.78388e-06 5.19368e-06 -1.84173e-06 -4.35589e-06 1.03953e-06 -1.25153e-07 2.92755e-06 6.71491e-06 -2.23144e-07
internal_weight=0 219 2902 198 2880 2859 2838 2800 2776 99 2677 2639 45 78 57 2594 2574 2546 2521 43 2478 163 84 79 58 52 2315 72 42 2243
internal_count=3121 219 2902 198 2880 2859 2838 2800 2776 99 2677 2639 45 78 57 2594 2574 2546 2521 43 2478 163 84 79 58 52 2315 72 42 2243
is_linear=0
shrinkage=0.1


Tree=6156
num_leaves=31
num_cat=0
split_feature=160 483 132 1203 132 50 158 1453 4 1 121 9 10 1 3 2 50 133 0 474 471 472 475 475 474 474 1 0 474 52
split_gain=3.71432e-08 4.57132e-08 3.88215e-08 9.38712e-07 4.09416e-07 1.69282e-07 3.59405e-08 1.54814e-07 1.72321e-07 6.72791e-08 1.50576e-07 6.48901e-08 1.0974e-07 1.31375e-07 8.02894e-08 6.61379e-08 5.23491e-08 3.7069e-07 3.63755e-07 7.92047e-08 7.57478e-08 6.2313e-08 5.74629e-08 7.36736e-08 1.10714e-07 5.95486e-08 2.06038e-07 2.34775e-07 1.77336e-07 2.75502e-07
threshold=0.62940000000000007 -0.47181499999999993 -0.083284999999999984 0.089165000000000008 -0.076764999999999986 0.090390000000000012 0.11245500000000001 -1.0000000180025095e-35 0.056795000000000005 0.16540500000000002 -0.094339999999999993 0.092410000000000006 0.053330000000000009 0.11829500000000003 -0.023499999999999997 -0.080614999999999978 -0.099524999999999988 0.090665000000000009 -0.067094999999999988 -0.45463999999999999 0.094575000000000006 -0.15279499999999999 0.093020000000000005 0.016915000000000003 0.11134000000000001 0.090440000000000006 0.11103500000000001 -0.077999999999999986 0.088435000000000014 -0.023194999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 9 -8 -9 10 -6 12 15 -14 -13 -12 17 18 -17 -18 21 -21 23 24 25 28 27 -27 -23 -30
right_child=-2 2 4 -5 6 -7 7 8 -10 -11 11 14 13 -15 -16 16 19 -19 -20 20 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=4.7938084776433248e-06 -4.1914398501657641e-06 4.4748202967906874e-08 -1.4011110911431906e-05 2.0382578206270253e-05 -7.8648270194510886e-06 -9.4719961236391792e-06 4.5893112328485588e-06 -9.8752529538614901e-07 -1.235594258105266e-05 5.5734655358140699e-06 4.3077422068981347e-06 -5.9454642268974574e-07 -1.0904456894422765e-05 4.2016809813850118e-07 8.1598738895329684e-06 -1.0216527625238492e-05 -6.0021530957369997e-06 1.2610593614226674e-05 6.7035450153222585e-06 4.8628464557825491e-06 -4.9701680351669591e-06 -5.9341993631479603e-08 4.8019316900536071e-06 -4.3854791991742264e-06 5.9897598226422322e-06 -5.7205790350659915e-07 5.0372988876006276e-06 -1.3186537005822175e-05 1.2791399890206608e-05 -2.2839298005485694e-06
leaf_weight=20 21 170 21 23 24 21 25 40 20 22 37 20 20 21 22 27 22 25 24 27 30 2210 25 38 31 36 25 25 27 22
leaf_count=20 21 170 21 23 24 21 25 40 20 22 37 20 20 21 22 27 22 25 24 27 30 2210 25 38 31 36 25 25 27 22
internal_value=0 2.83997e-08 -2.54449e-09 1.2967e-06 -9.95574e-08 -1.0016e-06 3.1289e-09 -2.0222e-06 -4.777e-06 6.55032e-08 2.12464e-08 9.09832e-08 2.96789e-08 -5.10404e-06 3.9911e-06 1.0968e-07 4.98e-08 2.63557e-06 -2.25414e-06 -2.82456e-08 2.4409e-08 8.51703e-08 3.22809e-08 -1.71148e-08 5.27496e-08 -2.57354e-08 -2.60843e-06 -5.74193e-06 7.25877e-08 6.02288e-06
internal_weight=0 3100 3080 214 2866 191 2845 85 60 2760 2738 2714 2672 41 42 2631 2594 76 51 2518 2496 2466 2439 2414 2376 2345 86 61 2259 49
internal_count=3121 3100 3080 214 2866 191 2845 85 60 2760 2738 2714 2672 41 42 2631 2594 76 51 2518 2496 2466 2439 2414 2376 2345 86 61 2259 49
is_linear=0
shrinkage=0.1


Tree=6157
num_leaves=31
num_cat=0
split_feature=130 40 42 132 393 1203 11 1 142 147 150 160 147 150 9 9 34 41 11 2 483 158 483 484 481 2 0 481 403 1209
split_gain=3.8029e-08 5.55135e-08 3.91746e-08 3.88713e-08 2.4033e-07 1.8777e-07 3.42565e-08 3.3819e-08 3.25699e-08 3.51472e-08 6.44948e-08 2.63589e-07 1.0855e-07 5.31929e-08 5.12408e-08 1.46063e-07 9.75799e-08 5.78464e-08 1.53938e-07 7.16354e-08 4.51228e-08 5.96351e-08 1.99296e-07 1.5079e-07 5.01903e-08 2.80013e-07 7.64551e-07 2.72662e-07 1.43724e-07 8.80974e-08
threshold=-0.23123999999999997 -0.24290999999999999 0.15021500000000002 -0.083449999999999983 0.12679500000000002 0.089480000000000018 -0.072629999999999986 0.095950000000000021 -0.057499999999999989 0.099230000000000013 0.12640500000000002 -0.073679999999999982 0.092070000000000013 0.116995 0.092890000000000014 0.088235000000000022 -0.08786999999999999 0.086565000000000017 0.081365000000000007 -0.055814999999999997 -0.47181499999999993 0.11245500000000001 -0.096724999999999992 -0.035214999999999989 -0.087424999999999989 0.086330000000000004 -0.086554999999999979 -0.16223499999999996 -0.55327499999999985 -0.097919999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 7 -5 -3 -8 10 12 -12 13 14 15 16 -10 19 -19 -18 -21 24 -23 -24 25 26 -22 -27 -26 -30
right_child=1 2 -4 4 -6 -7 8 -9 9 -11 11 -13 -14 -15 -16 -17 17 18 -20 20 21 22 23 -25 28 27 -28 -29 29 -31
leaf_value=4.0512386180046675e-06 -5.2815047456533647e-06 2.2455011388806637e-07 3.6620881470996428e-06 -4.0376267601719263e-06 1.0478796112197003e-05 -1.0554831269473653e-05 -3.9069361475542668e-06 -3.2463770139656848e-06 6.2942690856289122e-06 3.2902078707117904e-06 3.6386175635855654e-06 -1.060080390533795e-05 6.1595718793326125e-06 -4.1787947490471806e-06 3.9716643166023211e-06 -7.9274403911649251e-06 -5.7344535930910345e-06 8.3776599824757032e-06 -2.4183152163459455e-06 4.1411162503489051e-06 5.6210398952316614e-06 -1.0829701452828225e-05 6.3828158658907343e-06 -4.1751832272453733e-06 7.5261035327947383e-06 -5.1029082501570331e-06 -2.1698313442660344e-05 9.8442939745907041e-06 -6.108911311309345e-06 1.1191029507847952e-07
leaf_weight=23 20 161 29 21 22 20 21 34 25 33 26 26 29 30 33 23 22 28 25 26 20 22 24 31 26 23 21 26 23 2228
leaf_count=23 20 161 29 21 22 20 21 34 25 33 26 26 29 30 33 23 22 28 25 26 20 22 24 31 26 23 21 26 23 2228
internal_value=0 -3.00699e-08 4.0525e-09 -3.07402e-08 6.76055e-08 -1.32707e-06 -1.38477e-08 -3.80637e-07 1.6428e-08 4.61719e-08 7.05859e-09 -3.48109e-06 7.46131e-08 8.17343e-09 5.60063e-08 6.17337e-09 7.71746e-08 1.61029e-08 3.28522e-06 -5.34248e-08 -2.82456e-09 -4.6909e-08 -2.78567e-06 4.31944e-07 4.21846e-08 -2.27399e-06 -8.3718e-06 2.82826e-06 1.33733e-07 4.83479e-08
internal_weight=0 3098 3078 3049 2834 215 2812 195 2791 2770 2737 52 2685 2656 2626 2593 2570 2545 53 2492 2470 2444 77 55 2367 90 41 49 2277 2251
internal_count=3121 3098 3078 3049 2834 215 2812 195 2791 2770 2737 52 2685 2656 2626 2593 2570 2545 53 2492 2470 2444 77 55 2367 90 41 49 2277 2251
is_linear=0
shrinkage=0.1


Tree=6158
num_leaves=31
num_cat=0
split_feature=40 4 3 156 50 1 2 150 1428 1452 1348 147 48 16 447 34 33 34 9 295 10 2 52 52 393 1210 16 15 133 13
split_gain=4.0285e-08 8.9733e-08 3.66947e-08 1.45737e-07 1.40238e-07 1.93203e-07 4.12503e-07 1.44661e-07 6.51799e-08 5.42639e-08 7.04838e-08 1.01354e-07 5.32389e-08 1.42265e-07 4.73808e-08 4.78165e-08 1.19524e-07 7.8287e-08 2.46594e-07 1.43031e-07 1.34307e-07 6.61595e-08 4.74581e-08 1.11547e-07 1.2412e-07 1.0999e-07 1.30548e-07 1.41314e-07 1.9408e-07 1.01848e-07
threshold=-0.24620999999999996 0.63556000000000001 0.11658 0.3248100000000001 0.091320000000000012 0.11061500000000002 0.10644500000000001 0.099590000000000026 0.10256000000000001 0.11769000000000002 0.090600000000000014 0.096265000000000003 0.09111000000000001 -0.11118499999999999 0.089395000000000016 -0.08786999999999999 1.0000000180025095e-35 -0.057544999999999992 0.091600000000000015 0.084000000000000005 -0.0093599999999999985 -0.0091949999999999983 0.091275000000000009 0.090245000000000006 0.11333500000000001 -0.05860499999999999 0.15891500000000003 0.12044500000000001 0.068115000000000023 -0.17933499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 6 -4 12 9 10 11 14 13 -7 15 -2 17 19 20 -17 -19 -22 23 24 29 -24 27 -27 -29 -23
right_child=1 -3 4 -5 -6 7 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 21 22 25 -25 -26 26 -28 28 -30 -31
leaf_value=4.4736373183695832e-06 3.9046453313555201e-06 -6.5435005115519054e-06 -2.6013421851846786e-06 -8.1876204810462457e-06 -4.4422612290873076e-06 4.979695482916213e-06 1.5198948628191527e-05 -5.1849613743927753e-06 5.0664360733208021e-06 4.5759172462567227e-06 -6.0190054500708361e-06 7.0319208742830603e-06 5.7370440235019725e-06 -4.4915372145310513e-06 -3.7685410725885049e-06 1.0344183419874754e-05 -6.8572133736429712e-06 6.6411626812623588e-06 -9.4460661492641015e-06 -1.4721247512603614e-06 -5.2080257040643127e-06 -7.0707727172703019e-06 4.0214117151745908e-06 6.4735451652658025e-06 7.5823307580239179e-06 -1.3122184089346157e-06 -7.4781535072214608e-06 1.1894927401954194e-05 -9.0993354315914678e-07 1.0393356545460177e-07
leaf_weight=20 30 21 23 22 36 35 30 35 25 25 20 20 31 29 35 20 26 30 28 21 25 20 44 28 22 497 31 20 29 1843
leaf_count=20 30 21 23 22 36 35 30 35 25 25 20 20 31 29 35 20 26 30 28 21 25 20 44 28 22 497 31 20 29 1843
internal_value=0 -2.8852e-08 1.5566e-08 -7.99309e-08 1.26313e-06 2.3855e-06 7.47429e-06 3.10842e-07 -1.71027e-08 -6.22656e-08 -1.03841e-07 -6.11171e-08 2.33561e-06 6.88043e-07 -1.12722e-07 -6.55758e-08 -1.09952e-07 -4.39521e-08 -1.11881e-07 4.29193e-06 -1.09323e-08 -8.8917e-08 -3.84128e-08 2.08157e-07 1.1509e-07 -7.97975e-07 -1.16548e-06 -8.07073e-07 4.31654e-06 2.69104e-08
internal_weight=0 3101 3080 2861 219 183 53 130 2839 2814 2789 2769 95 64 2749 2714 2684 2658 2617 41 2589 2559 2534 1913 1885 621 577 546 49 1863
internal_count=3121 3101 3080 2861 219 183 53 130 2839 2814 2789 2769 95 64 2749 2714 2684 2658 2617 41 2589 2559 2534 1913 1885 621 577 546 49 1863
is_linear=0
shrinkage=0.1


Tree=6159
num_leaves=31
num_cat=0
split_feature=156 1425 155 40 130 39 52 16 16 52 52 130 130 159 2 3 4 4 50 3 3 42 15 4 15 1429 1375 12 12 447
split_gain=3.41594e-08 4.01742e-08 3.27175e-08 3.31374e-08 8.09966e-08 5.32474e-08 4.16415e-08 2.33364e-07 4.64114e-07 2.72383e-07 1.37994e-07 8.68548e-08 1.08465e-07 7.61843e-08 2.39128e-07 1.4323e-07 2.0953e-07 1.25201e-07 1.03829e-07 8.62731e-08 2.12648e-07 1.08186e-07 1.28492e-07 1.83885e-07 1.58431e-07 9.9472e-08 1.00304e-07 1.06304e-07 2.61624e-07 7.50832e-08
threshold=0.32523500000000005 0.10129000000000002 0.12862000000000004 -0.24620999999999996 -0.22699999999999995 0.15438500000000002 -0.080114999999999978 -0.087659999999999988 -0.069144999999999984 -0.089199999999999988 -0.077024999999999996 0.10490500000000001 0.096625000000000003 0.10545500000000001 0.094215000000000007 0.083060000000000009 -0.15289999999999995 -0.0094449999999999968 -0.068989999999999982 -0.082234999999999989 -0.081334999999999977 -0.071704999999999977 -0.076244999999999993 -0.018869999999999994 -0.089549999999999991 -0.012159999999999999 0.08456000000000001 0.083715000000000026 0.085635000000000003 0.10121000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 9 -9 -6 -8 12 13 15 17 18 -17 -15 -10 25 -21 -22 24 -24 -23 -20 27 -27 -29 -12
right_child=-2 -3 -4 4 5 -7 10 8 11 -11 29 -13 -14 14 -16 16 -18 -19 19 20 21 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=4.026273027193384e-06 4.0195621447007092e-06 -4.0197392731897713e-06 2.9609246722257754e-06 -6.1031739774493461e-06 -4.713873876325023e-07 5.004517303556592e-06 8.4283343107927072e-06 -1.6213315502682233e-05 3.9154673982011446e-06 1.4925836221664215e-05 2.9276547260820505e-08 4.8086928843447291e-06 -7.5761261200568699e-06 5.0134612778223262e-06 -1.1453722822807322e-05 1.0439224442099406e-05 -7.2475339607080969e-07 -4.8074902369990015e-06 6.0517356056758826e-06 -1.2712645093415632e-05 3.0558948215760519e-06 -6.006100289823735e-06 -1.5562313183181688e-06 -1.3168687724828488e-05 3.0777328506796191e-06 3.9380316837066077e-06 5.8656400869949725e-06 -1.1616848872917117e-05 -5.5800607276496212e-07 6.0367477869606646e-06
leaf_weight=20 21 25 37 22 27 21 20 20 40 20 2236 27 24 27 26 29 40 25 24 20 36 32 30 25 48 28 20 27 103 21
leaf_count=20 21 25 37 22 27 21 20 20 40 20 2236 27 24 27 26 29 40 25 24 20 36 32 30 25 48 28 20 27 103 21
internal_value=0 -2.72358e-08 5.22358e-09 -3.07741e-08 -5.76598e-08 -1.32668e-08 -4.86865e-08 -7.24417e-07 -1.21572e-06 6.08062e-06 1.58454e-07 -7.40358e-07 -9.88412e-07 -7.15817e-07 -3.62334e-06 -2.6405e-07 3.96735e-06 2.9185e-07 -9.38338e-07 -1.43236e-06 -2.95607e-06 -1.81495e-06 -3.11384e-06 -6.83462e-06 -5.558e-07 8.36534e-09 -8.06471e-07 -1.65104e-06 -2.85484e-06 8.51724e-08
internal_weight=0 3100 3075 3038 3018 2996 2975 698 651 47 2277 631 604 580 78 502 69 52 433 393 191 171 135 55 80 202 178 158 130 2257
internal_count=3121 3100 3075 3038 3018 2996 2975 698 651 47 2277 631 604 580 78 502 69 52 433 393 191 171 135 55 80 202 178 158 130 2257
is_linear=0
shrinkage=0.1


Tree=6160
num_leaves=31
num_cat=0
split_feature=130 40 4 482 33 9 11 2 97 374 16 1374 151 1371 3 1213 0 402 12 39 3 16 3 160 16 484 2 159 0 156
split_gain=4.01966e-08 6.12877e-08 4.07011e-08 6.96928e-08 3.81283e-08 4.72708e-08 6.12741e-08 3.75342e-08 3.75369e-08 1.27755e-07 3.46911e-08 2.03689e-07 2.44655e-07 1.29027e-07 1.36774e-07 1.113e-07 2.41839e-07 2.3107e-07 1.16774e-07 3.39694e-07 1.60971e-07 5.32982e-07 2.59712e-07 1.73559e-07 1.83136e-07 1.95184e-07 1.8303e-07 1.65648e-07 3.18399e-07 1.49917e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.62736500000000006 0.087425000000000017 -0.009184999999999997 0.088235000000000022 0.077695000000000014 -0.045829999999999989 -0.086464999999999986 0.08987500000000001 -0.0094449999999999968 0.088035000000000016 -0.37203999999999993 0.083235000000000017 -0.16726499999999997 0.04198000000000001 -0.084674999999999986 0.10874500000000002 -0.010834999999999999 1.0000000180025095e-35 -0.016324999999999996 0.023255000000000001 -0.063074999999999978 -0.089744999999999978 -0.0013749999999999997 -0.086659999999999973 0.087245000000000003 0.10545500000000001 0.047850000000000011 0.087720000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 7 -7 -6 -9 10 13 12 -12 14 -10 17 -17 18 19 -14 22 -22 23 26 25 -25 -20 28 -23 -27
right_child=1 2 3 -5 5 6 -8 8 9 -11 11 -13 15 -15 -16 16 -18 -19 20 -21 21 27 -24 24 -26 29 -28 -29 -30 -31
leaf_value=4.165099816364288e-06 -5.5487061308667764e-06 -3.7153121151537304e-06 -1.6279197640664457e-07 7.4087324605898182e-06 -3.1832157680199949e-06 5.9204260825633062e-06 -1.0277098707237284e-06 -4.2324789449464462e-06 6.0278665219620485e-06 6.7326372491801779e-06 1.0358850617887497e-05 -1.0513188136087593e-05 -1.5481514045632141e-05 6.4021466752103268e-06 -3.5952068380523958e-08 -1.2625508163736137e-05 1.7241748174967598e-06 8.1784710052870056e-06 9.0463920315642102e-06 -9.1070163108497584e-07 1.681122442119965e-05 -2.05218903559512e-06 -1.0837998052011245e-05 1.5598549200351248e-06 -3.3677584514298551e-07 -1.2953234108729652e-05 -3.130228665308247e-07 -8.1452037966300851e-06 1.0578820530130982e-05 -2.3590094604680253e-06
leaf_weight=23 20 28 31 20 38 30 22 21 38 28 21 20 20 33 1761 23 24 31 37 80 23 64 25 27 480 34 48 20 29 22
leaf_count=23 20 28 31 20 38 30 22 21 38 28 21 20 20 33 1761 23 24 31 37 80 23 64 25 27 480 34 48 20 29 22
internal_value=0 -3.09152e-08 4.93789e-09 2.80643e-06 -4.22627e-08 -7.9695e-09 2.98083e-06 -6.07071e-08 -1.9918e-08 1.07135e-08 -5.50956e-08 -5.20031e-07 -3.21754e-07 2.05796e-07 9.2133e-08 -5.49001e-07 -5.29801e-06 -3.1155e-07 -6.01089e-07 -3.82486e-06 -2.026e-07 2.93529e-06 -8.36706e-07 -4.50854e-07 -1.08676e-06 -5.424e-06 3.76108e-06 1.10988e-07 1.88651e-06 -8.79122e-06
internal_weight=0 3098 3078 51 3027 2999 52 2947 2909 2888 2860 1028 1008 1832 1799 987 47 940 909 100 809 136 673 648 563 83 85 113 93 56
internal_count=3121 3098 3078 51 3027 2999 52 2947 2909 2888 2860 1028 1008 1832 1799 987 47 940 909 100 809 136 673 648 563 83 85 113 93 56
is_linear=0
shrinkage=0.1


Tree=6161
num_leaves=31
num_cat=0
split_feature=132 1203 393 50 120 1 120 2 33 2 9 3 10 16 2 97 374 45 123 2 12 42 49 4 12 13 16 402 133 133
split_gain=3.38031e-08 8.53496e-07 4.0216e-07 1.82474e-07 3.50115e-08 6.37312e-08 1.56567e-07 7.87082e-08 5.44691e-08 5.32642e-08 4.28293e-08 2.20835e-07 9.33385e-08 1.3028e-06 9.24282e-08 9.78939e-08 9.43909e-08 3.69585e-08 4.19162e-08 1.45418e-07 1.10234e-07 8.50116e-08 1.10789e-07 1.83202e-07 2.03223e-07 7.736e-08 4.94185e-08 1.97437e-07 2.15849e-07 1.62345e-07
threshold=-0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 0.09852000000000001 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 -0.044254999999999996 0.17760500000000004 0.091600000000000015 -0.13309499999999996 -0.0093599999999999985 -0.056919999999999991 -0.045829999999999989 -0.079444999999999988 0.088235000000000008 0.094030000000000016 0.086445000000000008 0.13404500000000005 -1.0000000180025095e-35 0.092395000000000019 0.090235000000000024 -0.0070899999999999991 -0.11019 -0.061684999999999997 -0.15241499999999997 0.087880000000000014 -0.054584999999999995 0.10622000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 7 8 -2 10 12 -12 13 -10 -14 -16 17 18 20 25 21 22 23 -17 -25 -20 27 28 -22 -30
right_child=2 -3 -4 -5 -6 -7 -8 -9 9 -11 11 -13 14 -15 15 16 -18 -19 19 -21 26 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=1.8250041435328259e-07 5.0882444373287623e-06 2.0367087780046168e-05 -1.4221730766621475e-05 -9.8916328443010571e-06 -4.1617917304392907e-06 5.2795483092584465e-06 -8.2228137335218697e-06 6.0193607086231085e-06 -1.1418828590837527e-05 -5.0410611005905342e-06 4.7868165938780293e-06 -9.3111016649345405e-06 -5.3656853566508296e-06 1.7844862793481297e-05 -6.601014868837493e-06 4.5880757828979708e-08 6.6201881470430056e-06 -3.3352138718356631e-06 -9.769195319429195e-06 4.1379817654766761e-06 8.9840320222058597e-06 -2.4773499855813419e-06 -1.0078834371785794e-06 4.1029230160347654e-06 1.74469229748519e-05 -1.8450406693253692e-06 1.68768263850788e-07 -1.0572850487733377e-05 -2.2894396621188503e-06 6.0851805721120828e-06
leaf_weight=178 21 21 20 20 20 23 23 22 29 21 20 25 32 32 22 29 22 32 22 24 22 23 29 25 21 28 2057 21 211 26
leaf_count=178 21 21 20 20 20 23 23 22 29 21 20 25 32 32 22 29 22 32 22 24 22 23 29 25 21 28 2057 21 211 26
internal_value=0 1.198e-06 -9.04134e-08 -8.35089e-07 7.6526e-09 3.67892e-08 -5.68474e-09 6.14296e-08 1.45168e-08 -2.39067e-08 1.43783e-08 -3.04536e-06 6.5242e-08 3.93262e-06 -2.39151e-08 4.14776e-08 9.78568e-08 4.20236e-08 8.4605e-08 -2.26043e-06 1.55032e-07 3.02426e-06 4.24097e-06 6.27052e-06 1.01947e-05 -5.33167e-06 -8.90848e-10 -1.24728e-06 -4.91152e-07 -1.3707e-06
internal_weight=0 219 2902 198 2882 2862 2839 2816 2794 2773 2752 45 2707 61 2646 2614 2592 2570 2538 74 2464 127 104 75 46 50 2337 280 259 237
internal_count=3121 219 2902 198 2882 2862 2839 2816 2794 2773 2752 45 2707 61 2646 2614 2592 2570 2538 74 2464 127 104 75 46 50 2337 280 259 237
is_linear=0
shrinkage=0.1


Tree=6162
num_leaves=31
num_cat=0
split_feature=46 46 15 15 1 1 15 483 482 402 483 52 133 133 3 3 16 16 43 2 4 129 10 2 132 1 1185 393 15 403
split_gain=3.52012e-08 6.14277e-08 3.95788e-08 2.58287e-07 1.42714e-07 2.3429e-06 1.07819e-06 1.05298e-07 1.33026e-07 1.74596e-07 1.37289e-07 9.28668e-08 1.99877e-07 1.20623e-07 1.26277e-07 1.15873e-07 8.98705e-08 1.15208e-07 1.60855e-07 1.13034e-07 1.05241e-07 7.68281e-08 7.27191e-08 7.2542e-08 6.90178e-08 9.55909e-07 3.96291e-07 2.97477e-07 7.7564e-08 9.26891e-08
threshold=0.10987500000000001 0.083550000000000013 -0.10203999999999998 -0.099734999999999976 0.092695000000000013 0.097115000000000021 -0.10653 0.098395000000000024 0.089925000000000019 0.081585000000000019 0.093265000000000015 0.089575000000000016 -0.13941499999999998 -0.085499999999999979 -0.079379999999999992 -0.073309999999999986 -0.43320999999999993 -0.020119999999999996 -0.080324999999999994 0.12595500000000001 0.51164000000000009 -0.077709999999999987 0.0036750000000000007 0.14285500000000004 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.10483000000000002 -0.045854999999999993 -0.08989999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 11 8 9 10 16 12 -1 -14 -15 -13 19 18 -18 -7 -19 -5 24 -20 25 27 -26 28 -23 -30
right_child=-2 -3 3 21 5 7 -8 -9 -10 -11 -12 15 13 14 -16 -17 17 20 23 -21 -22 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=1.1023595407491288e-05 3.9859413205208103e-06 -4.6909412460089635e-06 -1.0473955065511593e-05 -4.7721142062287341e-06 3.5226745380896319e-05 1.3266959684805667e-07 -2.3357765375635608e-05 6.1781602908013162e-06 -6.3689245605149023e-06 -8.5442298855230625e-06 8.897041047930542e-06 2.2909818136957424e-06 -5.8547870139591399e-06 1.6656171168435698e-07 9.3812599106968268e-06 -8.0939518738887283e-06 1.0679865184499704e-05 -6.0169371816551453e-06 -8.6607270354326177e-07 -8.0245757162629163e-06 3.4123034379263123e-06 5.2620604803989946e-06 4.5398269986662855e-06 6.3245777391784946e-06 -1.3866352418560945e-05 1.9124472763320667e-05 -6.5722850717108043e-08 -1.2121041917949202e-05 5.1008501532123771e-06 -2.6566470841632523e-06
leaf_weight=23 22 28 24 34 20 53 20 25 35 21 20 22 22 58 20 21 25 29 47 25 20 27 35 20 21 27 2268 22 20 67
leaf_count=23 22 28 24 34 20 53 20 25 35 21 20 22 22 58 20 21 25 29 47 25 20 27 35 20 21 27 2268 22 20 67
internal_value=0 -2.82985e-08 1.42134e-08 -1.48994e-07 8.03878e-07 2.02219e-06 -1.42314e-06 -5.30988e-08 -5.81172e-07 1.97949e-07 9.6609e-07 1.21959e-06 2.61807e-06 6.84805e-07 2.5293e-06 -2.78073e-06 2.41803e-07 1.74849e-06 3.8346e-06 -2.48183e-06 -2.16827e-06 -5.07004e-08 1.38465e-08 1.28039e-06 -5.07576e-08 1.93739e-06 -1.92334e-07 -1.47475e-06 5.79801e-07 -8.73314e-07
internal_weight=0 3099 3071 2545 526 340 186 320 295 260 239 166 123 100 78 43 219 141 92 78 49 2521 2487 67 2452 163 2289 136 114 87
internal_count=3121 3099 3071 2545 526 340 186 320 295 260 239 166 123 100 78 43 219 141 92 78 49 2521 2487 67 2452 163 2289 136 114 87
is_linear=0
shrinkage=0.1


Tree=6163
num_leaves=31
num_cat=0
split_feature=128 4 4 128 132 1 1204 403 1203 1185 401 42 133 42 1210 394 1184 394 1176 128 128 128 128 402 0 0 52 402 402 12
split_gain=4.5734e-08 7.30978e-08 9.11671e-08 5.40615e-08 4.66277e-08 1.04832e-06 4.1088e-07 8.13903e-07 2.674e-07 2.34698e-07 5.66717e-08 1.45302e-07 1.35045e-07 1.08027e-07 6.91185e-08 4.25476e-08 8.43768e-08 7.87425e-08 1.04024e-07 5.35226e-08 1.16482e-07 1.56632e-07 1.32053e-07 1.019e-07 4.56093e-07 5.43464e-07 2.16603e-07 1.58014e-07 9.1327e-08 6.55998e-08
threshold=0.10979500000000002 -0.079329999999999984 0.010840000000000001 0.104145 -0.083284999999999984 0.089475000000000013 -0.082199999999999981 -0.078754999999999978 0.087075000000000014 -1.0000000180025095e-35 -0.078179999999999986 0.10369500000000002 0.51114000000000004 0.11839500000000001 0.24726500000000004 -0.11103499999999998 0.088135000000000019 -0.09139499999999999 1.0000000180025095e-35 0.099125000000000005 0.09445000000000002 0.089035000000000017 0.079650000000000012 -0.088494999999999976 -0.086234999999999992 -0.080604999999999996 0.086450000000000013 -0.061769999999999999 -0.022269999999999995 0.23631000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 8 7 -6 -1 -8 11 -11 14 -13 15 -12 17 -17 19 20 21 22 23 24 -19 -26 -27 -25 -29 -30
right_child=1 2 -4 -5 6 -7 9 -9 -10 10 12 13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 27 25 26 -28 28 29 -31
leaf_value=4.1697501131920945e-08 2.5822075679116095e-06 -8.6735455380011662e-06 -1.2658582212073574e-07 4.0232379242698865e-06 2.7372978396537446e-06 1.9805170593287954e-05 1.0855040854949039e-05 -2.4577127060183561e-05 -1.226791859153309e-05 9.9948275465067131e-06 4.311636501535593e-06 -3.8117836641416236e-06 -7.0002497474368806e-06 5.3506816088470673e-06 5.3232813570502913e-06 5.7717394954777223e-06 -6.4177343282218714e-06 -1.489914925696212e-05 -7.1148480812899795e-06 -5.0752976936304808e-06 7.5954114709020364e-06 -8.6666526623871288e-06 6.0185863352065409e-06 8.9001703781832478e-06 1.3472318855549575e-05 -1.04754025778675e-05 2.95972245851317e-06 -6.7548962988439602e-06 8.1641271973157106e-08 -5.6704562302911659e-06
leaf_weight=150 20 26 24 34 24 27 20 20 20 20 22 31 28 22 24 23 21 25 21 21 20 21 36 20 23 30 20 20 2288 20
leaf_count=150 20 26 24 34 24 27 20 20 20 20 22 31 28 22 24 23 21 25 21 21 20 21 36 20 23 30 20 20 2288 20
internal_value=0 -2.52723e-06 -4.571e-06 5.79823e-08 1.3296e-08 1.50069e-06 -9.06106e-08 -9.67835e-06 -1.40649e-06 6.13565e-08 -1.69722e-08 2.73214e-06 -9.1771e-08 -8.49619e-09 -1.89132e-08 -6.76447e-08 -1.04572e-07 -5.3345e-08 -1.05578e-07 -4.77182e-08 -5.8715e-09 -6.66089e-08 6.15539e-09 -8.2335e-08 -3.24166e-06 7.50626e-07 -5.10135e-06 4.95279e-08 -2.65085e-08 3.17964e-08
internal_weight=0 70 50 3051 3017 197 2820 44 170 2776 2756 73 2683 53 2655 2631 2609 2588 2565 2544 2523 2503 2482 2446 98 73 50 2348 2328 2308
internal_count=3121 70 50 3051 3017 197 2820 44 170 2776 2756 73 2683 53 2655 2631 2609 2588 2565 2544 2523 2503 2482 2446 98 73 50 2348 2328 2308
is_linear=0
shrinkage=0.1


Tree=6164
num_leaves=31
num_cat=0
split_feature=394 132 12 128 42 50 128 128 43 128 400 1209 2 1208 1209 403 130 132 130 1213 1209 1212 401 1212 402 1213 1212 0 401 1213
split_gain=4.04547e-08 5.11624e-07 7.9462e-07 4.19673e-08 6.30319e-08 1.40064e-07 5.4791e-08 3.77418e-08 1.33085e-07 1.13465e-07 8.84925e-08 7.09646e-08 6.00795e-08 5.73133e-08 5.58505e-08 4.00871e-07 4.82574e-08 2.31571e-07 2.06331e-07 6.55538e-08 6.53827e-08 7.21998e-08 4.77484e-07 3.20862e-07 1.02023e-07 1.02264e-07 3.12796e-07 2.75013e-07 6.18801e-08 7.06552e-08
threshold=1.0000000180025095e-35 -0.083284999999999984 0.091840000000000019 0.10979500000000002 -0.09693499999999998 0.09227500000000001 0.104145 0.089745000000000005 -0.09225499999999999 0.085955000000000018 -0.39724499999999996 0.14268500000000003 0.084415000000000004 0.10683000000000002 -0.087714999999999987 -0.0047449999999999992 0.085235000000000019 0.087360000000000007 0.078550000000000023 -0.076559999999999975 -0.065739999999999979 -0.089544999999999986 0.11655000000000001 -0.121045 0.11522000000000002 -0.087969999999999979 -0.014129999999999998 -0.085754999999999984 -0.078179999999999986 0.11395000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 -5 -6 7 9 -9 10 -1 13 -10 14 15 -12 18 19 20 -18 -16 23 24 -22 25 27 -27 -23 -28 -30
right_child=1 2 -4 4 5 -7 -8 8 12 -11 11 -13 -14 -15 16 -17 17 -19 -20 -21 21 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=-6.3698357011658535e-06 1.4859014086339259e-05 6.3905288446197097e-06 -1.7279055550815153e-05 -6.6381939594369513e-06 5.3747834962985571e-06 -5.9093128418846232e-06 4.1122802429072186e-06 -8.4071502669758044e-06 -2.3154412427099188e-06 6.3448899952943205e-06 1.2083115027053283e-05 5.9326346490706785e-06 4.5646308349618764e-06 -4.3926781465112678e-06 -4.4608346603822343e-06 -6.4253316612517997e-06 4.4925565483314613e-06 1.0008406025850423e-05 -9.8342915479902746e-06 -4.5286496416140679e-07 -7.8076721514719345e-07 -1.1539401383810469e-05 -1.5534737822235912e-05 1.3218552439039658e-05 7.094742982189928e-06 1.0930694957796033e-05 4.1305248433833621e-06 2.6053959897711009e-06 -9.8969262691212424e-08 -4.8330425357789865e-06
leaf_weight=22 23 37 23 24 22 22 32 24 30 28 25 20 22 30 34 22 31 27 22 198 64 27 20 22 20 26 34 28 2130 32
leaf_count=22 23 37 23 24 22 22 32 24 30 28 25 20 22 30 34 22 31 27 22 198 64 27 20 22 20 26 34 28 2130 32
internal_value=0 2.17818e-06 -2.68281e-06 -5.9505e-08 -2.51583e-06 -2.67265e-07 -3.26598e-09 -4.80915e-08 -2.24754e-06 1.03145e-08 -5.22713e-08 -2.84512e-09 5.95358e-07 -4.53629e-08 1.85632e-09 3.41959e-06 -5.73088e-08 1.24933e-06 -1.9334e-07 2.16603e-07 -1.06306e-07 -4.4694e-08 -1.50297e-07 2.80045e-06 -1.63447e-08 -7.88049e-08 2.6631e-08 -4.33841e-06 -1.0247e-07 -1.69039e-07
internal_weight=0 83 60 3038 68 44 2970 2938 76 2862 2834 2812 52 2792 2762 47 2715 256 2459 229 2437 2403 2317 86 2297 2277 2222 55 2196 2162
internal_count=3121 83 60 3038 68 44 2970 2938 76 2862 2834 2812 52 2792 2762 47 2715 256 2459 229 2437 2403 2317 86 2297 2277 2222 55 2196 2162
is_linear=0
shrinkage=0.1


Tree=6165
num_leaves=31
num_cat=0
split_feature=132 1185 1203 40 2 14 43 160 472 131 131 130 12 4 402 12 131 43 1446 480 131 3 1447 4 481 13 403 1210 12 160
split_gain=4.68215e-08 3.35549e-07 1.33255e-07 3.53203e-08 8.25299e-08 3.77096e-08 1.65486e-07 1.34191e-07 1.24986e-07 6.38311e-08 5.5949e-08 1.2409e-07 1.16335e-07 1.55021e-07 1.15926e-07 1.14095e-07 7.54275e-08 6.94002e-08 6.01397e-08 1.57648e-07 6.88685e-08 5.60598e-07 2.59571e-07 5.24029e-07 1.39833e-07 3.93235e-07 1.67429e-07 1.08807e-07 9.8063e-08 1.21177e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.24620999999999996 0.31358000000000003 -0.31455999999999995 -0.05647499999999999 -0.013904999999999999 0.045305000000000005 0.13612500000000002 0.10314000000000002 0.089120000000000019 0.089570000000000025 -0.067104999999999984 0.31278000000000006 0.087285000000000015 0.097570000000000004 -0.072269999999999987 -0.088809999999999986 0.11471500000000003 0.089415000000000008 -0.071329999999999991 0.0071200000000000005 -0.015039999999999998 -0.087424999999999989 -0.08645499999999999 -0.55327499999999985 -0.097479999999999983 0.088615000000000013 -0.046074999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 -5 -8 9 10 14 12 15 -14 16 -12 18 -15 -7 20 22 28 24 -24 25 -20 -26 -28 -22 -30
right_child=1 3 -4 4 -6 8 7 -9 -10 -11 11 -13 13 17 -16 -17 -18 -19 19 -21 21 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=-4.8800294181479583e-07 1.2701944944551325e-05 4.2030601935039155e-06 -7.9838289282094963e-06 -3.8292878079735079e-06 -5.0639505332128468e-06 -5.4863167815710773e-06 1.7318164327811676e-06 1.1851545568788424e-05 -6.9230565976305608e-06 4.5551463054218931e-06 -7.8756127828866387e-07 -8.8229110753507651e-06 -8.7624342359049479e-06 -3.3232707361700399e-06 7.6857145677422524e-06 8.9001933696764023e-06 4.5237777837084306e-06 4.3637810054149115e-06 5.0602619963187456e-06 7.4801536194562293e-06 5.0414146893932155e-06 -1.6483714789896822e-05 1.9144904384423475e-05 -2.2828722321719399e-06 8.5207583612392892e-06 -1.2420953651547779e-05 -5.7546143814375462e-06 3.171137814236937e-08 -7.618096581361236e-06 1.1408440140517738e-06
leaf_weight=195 21 20 27 31 32 20 38 20 26 31 31 22 30 24 20 20 37 23 22 28 35 23 21 25 23 31 33 2134 22 56
leaf_count=195 21 20 27 31 32 20 38 20 26 31 31 22 30 24 20 20 37 23 22 28 35 23 21 25 23 31 33 2134 22 56
internal_value=0 1.07188e-07 -1.39966e-06 1.52876e-08 -1.40181e-08 4.31645e-08 2.0689e-06 5.22138e-06 -2.2707e-08 4.34711e-08 -8.71614e-09 -1.88519e-06 -6.92774e-07 -3.14629e-06 1.02538e-07 3.01156e-06 4.21138e-08 4.38478e-07 -2.4939e-08 1.95891e-08 -6.65535e-08 -2.25284e-06 6.33441e-08 7.49937e-06 -8.91558e-08 -5.1646e-06 3.36745e-08 -5.64053e-08 6.43705e-07 -1.32963e-06
internal_weight=0 2899 222 2878 2858 2826 89 58 2737 2711 2680 150 128 77 2530 51 2510 47 2473 2453 2425 136 2289 46 2243 53 2190 2167 113 78
internal_count=3121 2899 222 2878 2858 2826 89 58 2737 2711 2680 150 128 77 2530 51 2510 47 2473 2453 2425 136 2289 46 2243 53 2190 2167 113 78
is_linear=0
shrinkage=0.1


Tree=6166
num_leaves=31
num_cat=0
split_feature=132 393 1203 1 1208 1208 1209 1209 1185 130 40 4 1209 403 0 1209 401 0 16 133 1185 1204 403 403 12 0 2 16 12 403
split_gain=3.80037e-08 2.26028e-07 1.94303e-07 3.92735e-08 3.45448e-08 9.22263e-08 6.54419e-08 3.96042e-08 4.60375e-08 4.42897e-08 4.83469e-08 3.82662e-08 3.75504e-08 6.8055e-08 7.05682e-07 5.75715e-08 4.91024e-08 2.59124e-07 1.5486e-07 8.49332e-08 4.58432e-08 4.33124e-08 4.59532e-08 1.168e-07 7.14483e-08 2.2531e-07 2.2383e-07 1.05997e-07 8.95576e-08 6.28156e-08
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 0.09202500000000001 0.11531000000000001 0.10233500000000001 -0.097919999999999993 0.10656 0.093750000000000014 -0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.087714999999999987 -0.52800499999999995 -0.086234999999999992 -0.069599999999999981 -1.0000000180025095e-35 -0.072594999999999979 -0.072359999999999994 0.50628500000000021 0.085600000000000009 -0.082274999999999987 -0.08670499999999999 -0.084339999999999984 0.089085000000000011 -0.082619999999999985 0.083865000000000009 -0.042349999999999992 0.085250000000000006 -0.083124999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 6 -2 8 9 -8 -11 12 -12 14 -14 -15 17 18 -17 20 21 -18 24 -24 26 -26 -23 -27 -28 -25
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 10 11 -13 13 15 -16 16 19 -19 -20 -21 -22 22 23 29 25 27 28 -29 -30 -31
leaf_value=3.4980514424631792e-07 -5.7086732333644366e-06 1.0192769340474943e-05 -1.0668857217126516e-05 -3.3058616205986859e-06 -3.5420409479532591e-06 5.3900787449379097e-06 4.5036581261890456e-06 4.3583292435436128e-06 -4.6651928587813201e-06 -4.8998233341990276e-06 3.7092968341312371e-06 3.9291948996833521e-06 7.5885766776722177e-06 5.1263923472271768e-06 -1.5727435624285136e-05 -4.8383374678451216e-06 4.5821436674486901e-06 -9.4576693953740694e-06 6.4481562848443222e-06 4.9599618367730209e-06 3.5926027716673816e-06 -1.239002157572858e-05 5.5975719889731308e-06 -5.2663791966947233e-06 8.0470154303979001e-06 -7.834067259164631e-06 3.0432395373480862e-06 1.5971870177302415e-06 -4.4383031621464399e-06 -1.3141769946546847e-08
leaf_weight=160 20 22 20 36 27 32 22 21 21 20 27 25 27 22 25 20 20 32 31 35 35 22 37 23 26 26 32 22 32 2201
leaf_count=160 20 22 20 36 27 32 22 21 21 20 27 25 27 22 25 20 20 32 31 35 35 22 37 23 26 26 32 22 32 2201
internal_value=0 9.51449e-08 -1.27972e-06 -3.21644e-07 1.80905e-08 5.17472e-08 -8.74377e-09 3.19119e-08 -7.34412e-10 3.47303e-08 -1.15157e-09 3.48681e-08 -1.2574e-09 -3.8808e-08 -3.62104e-06 3.23985e-08 -1.08042e-08 -2.40385e-06 2.02208e-06 6.82968e-08 -8.5031e-10 -5.23746e-08 -9.06606e-08 2.52359e-08 -1.72842e-06 5.49659e-07 -3.68863e-06 -3.51141e-06 -6.97532e-07 -6.74693e-08
internal_weight=0 2905 216 196 2883 2856 2824 2804 2783 2762 2740 2720 2695 2668 52 2616 2594 83 51 2511 2476 2441 2421 2261 160 74 86 48 64 2224
internal_count=3121 2905 216 196 2883 2856 2824 2804 2783 2762 2740 2720 2695 2668 52 2616 2594 83 51 2511 2476 2441 2421 2261 160 74 86 48 64 2224
is_linear=0
shrinkage=0.1


Tree=6167
num_leaves=31
num_cat=0
split_feature=40 4 132 1185 394 1 42 0 130 42 2 42 4 475 16 4 471 474 0 4 4 52 2 45 11 33 97 374 9 11
split_gain=3.35843e-08 8.08195e-08 3.46462e-08 2.46324e-07 9.63946e-08 5.25483e-08 6.8267e-08 3.54058e-08 6.15865e-08 3.47029e-08 6.76352e-08 3.45822e-08 3.24386e-08 1.30057e-07 3.04103e-07 6.77383e-08 1.72088e-07 9.05513e-08 4.80696e-08 6.2156e-08 5.17594e-08 1.67989e-07 8.42833e-08 6.42064e-08 1.44462e-07 1.72055e-07 5.01871e-08 1.20056e-07 4.69831e-08 8.26175e-08
threshold=-0.24620999999999996 0.63556000000000001 -0.083174999999999985 -0.083264999999999992 0.013605000000000001 0.089625000000000024 -0.021469999999999996 -0.073309999999999986 0.10923000000000001 -0.015274999999999999 0.085345000000000018 -0.0090649999999999984 -0.50690499999999983 -0.024084999999999999 0.22339500000000004 -0.50052499999999989 -0.085064999999999988 -0.25711499999999993 0.16094000000000003 0.62736500000000006 -0.17966999999999997 0.029970000000000007 0.11067500000000001 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 -0.083924999999999986 0.08987500000000001 0.088235000000000022 0.077695000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 8 9 10 -2 -11 13 -5 -15 -14 -17 -18 19 20 21 22 -19 24 -22 -26 -27 28 -28 -30
right_child=1 -3 3 12 -6 6 -8 -9 -10 11 -12 -13 15 14 -16 16 17 18 -20 -21 23 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=4.0846676006367488e-06 6.8617137199825355e-06 -6.2089766461646102e-06 1.0899145109717557e-05 -7.6663470660302366e-06 -7.6385351955347392e-06 -7.4968668369282657e-06 5.7555117109586724e-07 3.9548492583455068e-06 -4.1173643239744708e-06 -4.3014707053146145e-06 -1.0549743044999848e-07 1.5087654554961428e-06 4.2305425694895606e-06 -5.9654208590368782e-06 7.1250255843681646e-06 -9.2086208314867687e-06 6.4911108273174086e-06 -4.5772960013831354e-06 -4.3152476446266522e-06 4.694506715795483e-06 7.7229037003689892e-06 7.572738132767955e-06 3.4122656129313882e-06 -5.4241170956133418e-06 -8.877067106864575e-06 -4.6432005912878523e-06 -8.701191682985881e-08 6.8088737206240842e-06 6.5976734114363869e-06 -1.6997934922290459e-06
leaf_weight=20 22 21 21 27 21 22 20 23 32 20 38 21 39 36 35 20 22 31 25 29 24 37 23 22 22 23 2350 26 28 21
leaf_count=20 22 21 21 27 21 22 20 23 32 20 38 21 39 36 35 20 22 31 25 29 24 37 23 22 22 23 2350 26 28 21
internal_value=0 -2.63512e-08 1.5803e-08 1.08596e-07 -1.19644e-06 -5.13185e-07 -3.65286e-06 3.32111e-07 -2.94377e-07 9.16866e-07 2.44915e-06 -1.3255e-06 2.88068e-08 -1.75888e-06 4.87616e-07 9.26994e-08 3.29969e-08 1.01887e-07 4.90638e-08 9.04552e-08 3.92402e-08 2.38217e-06 -1.17433e-06 -4.55e-08 1.94567e-09 -7.30758e-08 6.04505e-09 5.0141e-08 -2.31091e-08 3.04162e-06
internal_weight=0 3101 3080 2861 219 198 42 156 133 101 60 41 2840 98 71 2742 2703 2683 2661 2636 2607 91 54 2516 2494 2470 2448 2425 2399 49
internal_count=3121 3101 3080 2861 219 198 42 156 133 101 60 41 2840 98 71 2742 2703 2683 2661 2636 2607 91 54 2516 2494 2470 2448 2425 2399 49
is_linear=0
shrinkage=0.1


Tree=6168
num_leaves=31
num_cat=0
split_feature=156 16 43 474 1419 156 1419 1420 2 475 12 475 52 471 475 1375 2 1375 150 2 148 147 147 49 150 1429 49 1375 157 159
split_gain=3.22198e-08 4.47092e-08 9.17793e-08 6.13172e-08 3.63509e-08 1.44527e-07 3.65357e-08 7.28062e-08 5.1752e-08 3.46589e-08 7.65983e-08 6.97339e-08 4.03414e-08 8.39986e-08 7.63752e-08 1.72736e-07 4.51525e-07 1.376e-07 6.61567e-08 2.21601e-07 8.09568e-08 7.7247e-08 1.24566e-07 7.07332e-08 5.96928e-08 4.96494e-08 8.83354e-08 5.13019e-08 6.44678e-08 1.34706e-07
threshold=0.32523500000000005 0.63636000000000015 -0.04890499999999999 0.12103000000000001 0.091465000000000005 -0.065739999999999979 0.086505000000000012 -0.085109999999999991 0.089525000000000007 -0.10664 0.08815000000000002 -0.089569999999999997 -0.56368999999999991 0.086110000000000006 -0.086279999999999982 -0.15308499999999997 0.087675000000000017 -0.090674999999999992 0.12706500000000001 0.095040000000000013 1.0000000180025095e-35 0.097985000000000017 0.091385000000000008 -0.028954999999999998 0.116995 -0.060529999999999994 0.086395000000000013 -1.0000000180025095e-35 -0.081749999999999975 0.04105000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 -1 -8 10 -9 -11 -13 14 -14 16 -16 -17 20 -20 21 22 24 -22 25 26 -19 -27 29 -29
right_child=-2 2 -4 -5 5 -7 8 9 -10 11 -12 12 13 -15 15 17 -18 18 19 -21 23 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-5.619893007584008e-06 3.9037879754947171e-06 1.4076937510426866e-06 -7.9415762554292867e-06 5.5369473540167754e-06 1.9949141595269019e-06 -9.2207813889899635e-06 6.6239972630910412e-06 -6.8316777465635985e-06 -5.6989104905369455e-07 5.8156822013816495e-06 9.5678263595086087e-07 -3.342131518106076e-06 -4.6154365372785838e-06 6.3747960363495323e-06 1.5969805243306231e-05 -7.7310932659241629e-06 -2.0568710500480267e-06 6.4543794520211648e-06 -3.3700235348987917e-06 1.1516260260577839e-05 -8.6895031336098322e-06 -4.9999701870243979e-06 7.5963102509810845e-06 -3.7992800094971678e-07 -4.63775087593132e-06 3.9329369855929119e-06 -8.6249062757236641e-07 -1.0302419035551361e-07 8.095987225494669e-08 -7.4143080483837464e-06
leaf_weight=23 21 21 21 20 27 20 20 23 20 21 28 35 35 21 24 23 33 33 20 20 20 30 22 21 27 33 33 84 2306 36
leaf_count=23 21 21 21 20 27 20 20 23 20 21 28 35 35 21 24 23 33 33 20 20 20 30 22 21 27 33 33 84 2306 36
internal_value=0 -2.64422e-08 -3.26694e-06 1.80643e-08 -1.8268e-08 -2.77772e-06 2.50935e-08 -1.55972e-08 3.02705e-06 2.84256e-08 -2.55566e-06 7.42332e-08 3.20166e-08 7.38795e-08 2.66226e-08 8.53829e-08 5.53331e-06 -2.92891e-08 3.66854e-08 4.07312e-06 -2.43571e-08 4.5063e-08 1.03863e-07 -4.43338e-06 3.92729e-08 8.92846e-08 2.79594e-06 1.66374e-08 -3.66346e-08 -2.29641e-06
internal_weight=0 3100 42 3058 3038 47 2991 2951 40 2928 51 2877 2856 2821 2800 2765 57 2708 2685 40 2645 2604 2574 41 2552 2525 66 2459 2426 120
internal_count=3121 3100 42 3058 3038 47 2991 2951 40 2928 51 2877 2856 2821 2800 2765 57 2708 2685 40 2645 2604 2574 41 2552 2525 66 2459 2426 120
is_linear=0
shrinkage=0.1


Tree=6169
num_leaves=31
num_cat=0
split_feature=11 47 47 47 47 131 394 1209 1208 2 1 50 1 146 148 1365 448 16 16 13 1208 1209 34 39 12 457 2 43 2 4
split_gain=3.24998e-08 3.33571e-08 2.8923e-07 2.43519e-07 7.16166e-08 5.75884e-08 5.64361e-08 5.23447e-08 5.25722e-08 4.85307e-08 7.74259e-08 2.47513e-07 2.0409e-07 4.74897e-08 8.80136e-08 5.80665e-08 4.8322e-08 8.98347e-08 2.54147e-07 1.74831e-07 4.75792e-08 5.38613e-08 4.46878e-08 2.54518e-07 5.10547e-07 5.59373e-08 2.75257e-07 3.17448e-07 2.64753e-07 1.45464e-07
threshold=-0.072629999999999986 0.092710000000000015 0.09585500000000001 0.09055500000000001 0.089100000000000013 0.13767000000000004 0.264685 0.14268500000000003 0.11253500000000001 0.14445500000000003 0.099990000000000009 0.13120500000000004 0.092695000000000013 0.087720000000000006 0.069020000000000012 0.085025000000000017 0.030280000000000001 -0.54656499999999986 -0.5335399999999999 -0.029529999999999997 0.10233500000000001 -0.097919999999999993 -0.057544999999999992 0.089790000000000023 -0.087484999999999993 0.084685000000000024 0.08622500000000001 -0.086304999999999979 0.089525000000000007 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 8 13 10 12 -12 -4 14 15 16 17 19 -19 -2 21 -20 23 24 -23 -24 -27 -28 -29 -30
right_child=1 2 9 -5 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 20 -21 -22 22 25 -25 -26 26 27 28 29 -31
leaf_value=-3.9207127624000095e-06 1.4454220111777737e-06 -1.1999751632174594e-05 5.7403290955983603e-07 1.0867957145083416e-05 -5.9038542849521041e-06 -4.9935553575282526e-06 4.9711805900187762e-06 5.1970513906240971e-06 -5.0457217389521249e-06 -4.5555571936663753e-06 2.8909633506817701e-08 1.1062511019114635e-05 -8.8194132079403675e-06 -4.6358218458494996e-06 6.5865170870979672e-06 4.9825245469037334e-06 -4.7364470793538551e-06 1.1392395422262779e-05 -5.1372003588312514e-06 -1.0284804188624247e-05 4.5052954305901952e-06 -2.844561798226026e-06 -1.2910012704133864e-07 -5.335650164987009e-06 1.7608829933163614e-05 1.1220748985334258e-05 9.0228549605195316e-06 -1.2545539718964639e-05 3.4501692198318781e-06 -5.9452187171105974e-06
leaf_weight=21 27 22 101 21 20 22 24 20 20 23 133 24 30 21 21 24 21 20 20 24 24 26 2214 27 23 26 29 22 45 26
leaf_count=21 27 22 101 21 20 22 24 20 20 23 133 24 30 21 21 24 21 20 20 24 24 26 2214 27 23 26 29 22 45 26
internal_value=0 2.6559e-08 -9.19016e-07 1.40356e-07 5.83169e-08 1.0206e-07 1.43518e-07 1.00285e-07 6.19639e-08 -1.35169e-07 2.17848e-07 1.71557e-06 -1.57714e-06 1.00659e-07 1.38637e-07 8.6518e-08 4.08676e-08 8.0164e-08 1.64855e-07 -4.07468e-06 7.43834e-08 3.11198e-08 7.35179e-08 2.46029e-06 6.75601e-06 -3.27915e-09 1.87893e-06 -1.11944e-07 -2.96043e-06 9.60462e-09
internal_weight=0 3100 333 2767 2746 2726 2704 2680 2660 311 288 157 131 2640 2619 2598 2574 2553 2502 51 2482 2458 2438 76 49 2362 148 122 93 71
internal_count=3121 3100 333 2767 2746 2726 2704 2680 2660 311 288 157 131 2640 2619 2598 2574 2553 2502 51 2482 2458 2438 76 49 2362 148 122 93 71
is_linear=0
shrinkage=0.1


Tree=6170
num_leaves=31
num_cat=0
split_feature=160 159 481 475 475 484 151 43 13 481 2 51 155 1419 471 157 1455 43 1455 2 2 160 1 3 2 0 3 52 52 2
split_gain=3.13552e-08 3.97031e-08 6.88592e-08 4.16134e-08 3.4876e-07 2.58213e-07 1.3572e-07 1.1729e-07 2.24602e-07 8.27829e-08 4.13726e-07 7.7726e-08 8.74022e-08 5.2577e-08 1.03278e-07 7.43455e-08 6.08701e-08 1.09196e-07 6.65917e-08 4.63766e-08 1.58391e-07 2.76059e-07 3.91961e-07 1.89727e-07 2.81045e-07 2.17944e-07 2.04285e-07 1.53018e-07 2.20305e-07 1.36907e-07
threshold=0.62940000000000007 0.14765500000000001 -0.15265499999999996 -0.086279999999999982 -0.085684999999999997 0.085790000000000019 -0.52488999999999986 -0.085154999999999995 -0.08459499999999999 -0.086484999999999992 0.083935000000000023 -0.12463499999999998 0.093115000000000017 0.086890000000000009 0.089900000000000022 -0.06482499999999998 -0.097209999999999977 -0.067899999999999974 -0.089344999999999994 0.087955000000000019 0.091055000000000011 0.098320000000000005 0.08592000000000001 -0.081234999999999988 0.089775000000000008 -0.079634999999999997 -0.07793499999999999 0.089575000000000016 -0.010739999999999998 0.092875000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 -6 -4 -9 10 -8 -10 -13 14 16 -15 17 -11 -18 -20 21 22 23 24 25 27 -25 28 -21 -22
right_child=-2 -3 3 4 6 -7 9 8 11 13 -12 12 -14 15 -16 -17 18 -19 19 20 29 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-5.1360166113366954e-06 -3.8510394027807277e-06 3.4245228154277892e-06 -5.9775100902470515e-06 1.2659544030281143e-05 -6.560252783064272e-06 -1.1341411249324429e-05 -4.2124002452023236e-06 1.117105824960163e-05 -4.130664389221137e-06 8.8719627736001992e-07 1.3680193762866111e-05 -2.3609576245413023e-06 6.2656608292854798e-06 2.6657707081767511e-07 7.2416755460835705e-06 -6.9325460572144948e-06 5.7017799939612383e-06 -8.6853285459007808e-06 4.9164520652391599e-07 -7.6361741082931288e-06 3.4981668154860269e-06 8.1432747632251537e-06 -1.6963052055416486e-05 6.490537137091363e-06 -1.197579527502672e-05 6.1009040546895661e-06 -3.9932404982156346e-06 -1.176861270280261e-05 4.6009093174299261e-06 -1.9978223430042446e-07
leaf_weight=26 21 34 25 22 31 23 28 20 36 26 24 23 24 32 20 26 21 22 1245 31 111 22 20 41 37 26 34 21 28 1021
leaf_count=26 21 34 25 22 31 23 28 20 36 26 24 23 24 32 20 26 21 22 1245 31 111 22 20 41 37 26 34 21 28 1021
internal_value=0 2.60952e-08 -1.15912e-08 3.22361e-08 1.16821e-07 -1.58609e-06 2.05744e-08 1.66823e-07 1.65817e-06 9.25087e-08 4.04572e-06 -6.34097e-07 2.04412e-06 1.867e-08 8.20591e-08 -2.96062e-06 2.91425e-08 -3.50021e-06 9.2878e-08 4.82109e-08 -3.48395e-07 -2.57417e-06 -3.56486e-06 -2.33567e-06 -4.47215e-06 -1.85296e-06 1.73789e-06 -4.43796e-06 -1.82874e-06 1.62826e-07
internal_weight=0 3100 3066 3040 2889 151 2867 128 103 2836 52 83 47 2784 2726 58 2706 48 2658 2637 1392 260 238 218 143 106 75 80 59 1132
internal_count=3121 3100 3066 3040 2889 151 2867 128 103 2836 52 83 47 2784 2726 58 2706 48 2658 2637 1392 260 238 218 143 106 75 80 59 1132
is_linear=0
shrinkage=0.1


Tree=6171
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 1208 1208 1208 1209 1212 1212 2 12 403 1212 481 2 159 481 0 1452 1455 482 13 482 12 39 2 2 2
split_gain=3.00564e-08 8.31765e-07 4.36974e-07 1.53133e-07 3.47383e-08 3.39456e-08 7.10499e-08 4.27599e-08 3.7522e-08 5.09098e-08 3.00748e-07 5.92488e-07 1.12549e-06 2.87556e-07 6.95033e-08 4.99287e-08 3.36486e-07 9.2864e-07 1.32464e-07 9.11721e-08 4.77179e-08 1.05567e-07 7.66747e-08 1.79889e-07 1.02866e-07 2.01988e-07 1.39816e-07 5.79701e-08 2.28409e-07 4.56268e-07
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.044384999999999994 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.092099999999999987 -0.073259999999999978 -0.089544999999999986 0.084715000000000013 0.088365000000000013 0.41186000000000006 -0.009474999999999999 -0.087424999999999989 0.092875000000000013 -0.085179999999999992 -0.085894999999999985 -0.082844999999999988 -0.069739999999999983 -0.24112999999999998 0.11191500000000001 -0.07743499999999999 0.090355000000000005 0.088245000000000004 0.15619500000000003 0.088125000000000023 0.096325000000000008 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 7 8 -6 10 11 13 -13 -10 -11 16 17 -16 -17 -19 -20 -22 24 -24 26 -26 27 -23 -29 -30
right_child=2 -3 4 -5 5 -7 -8 -9 9 14 -12 12 -14 -15 15 18 -18 19 20 -21 21 22 23 -25 25 -27 -28 28 29 -31
leaf_value=-3.9210637161411134e-08 -1.4125149077286055e-05 1.9120135201596304e-05 3.4655643170136215e-06 -9.2732457733291082e-06 3.6426182110257546e-06 -3.6098175716968125e-06 4.7053322106194176e-06 -4.5290141791892458e-06 -1.5906137749962827e-05 4.2529675388672893e-06 -1.0585359456355594e-05 2.4675016368786131e-05 -3.8015500477480858e-06 -7.4485821077642278e-07 -2.3852979879848135e-05 8.193546279926523e-06 8.7314124316022081e-06 -1.8513100170563319e-06 -3.8142094467730205e-06 6.398319670725392e-06 6.2907229979221784e-06 5.9001503704553954e-07 -1.0776900176963301e-05 2.3121368723791203e-06 -9.0785266365855937e-08 1.0642715265189678e-05 -8.3678140890697256e-06 -2.3272696250055421e-06 1.2250365931265606e-05 6.7356452066379348e-08
leaf_weight=176 22 23 29 20 28 26 32 21 22 39 31 23 35 29 20 20 22 37 32 21 27 1015 21 21 50 27 20 419 32 781
leaf_count=176 22 23 29 20 28 26 32 21 22 39 31 23 35 29 20 20 22 37 32 21 27 1015 21 21 50 27 20 419 32 781
internal_value=0 1.12967e-06 -8.52447e-08 -9.81459e-07 2.20046e-08 -1.30229e-08 2.00804e-08 -3.35996e-08 4.566e-10 -3.67083e-08 -1.89436e-06 5.77387e-07 7.49088e-06 -7.28502e-06 6.31656e-08 -5.38952e-10 -2.19102e-06 -5.27171e-06 8.83245e-08 1.13562e-06 2.20241e-08 7.28983e-08 2.53735e-09 -4.23238e-06 7.8419e-08 3.67291e-06 -4.367e-08 3.04212e-08 -4.30608e-07 5.46885e-07
internal_weight=0 219 2902 196 2880 2851 2825 2793 2772 2744 140 109 58 51 2604 2565 100 78 2465 58 2445 2413 2386 42 2344 77 2267 2247 1232 813
internal_count=3121 219 2902 196 2880 2851 2825 2793 2772 2744 140 109 58 51 2604 2565 100 78 2465 58 2445 2413 2386 42 2344 77 2267 2247 1232 813
is_linear=0
shrinkage=0.1


Tree=6172
num_leaves=31
num_cat=0
split_feature=1212 401 1212 401 42 1209 13 1209 1210 1210 403 400 1208 1208 1204 400 1204 12 1204 16 1185 1212 16 402 1213 401 402 1204 13 13
split_gain=3.76528e-08 8.21736e-08 4.26187e-08 5.71573e-08 8.10022e-08 7.78226e-08 1.788e-07 5.35043e-08 5.32524e-08 6.88531e-08 1.83423e-07 5.95212e-08 5.70941e-08 6.00187e-08 5.07198e-08 5.35624e-08 5.09974e-08 2.038e-07 1.58032e-07 1.35134e-07 7.85127e-08 5.09585e-08 7.29954e-08 4.4321e-08 1.61074e-07 8.52301e-08 3.63132e-08 7.25243e-08 6.05072e-08 1.03136e-07
threshold=-0.53159999999999996 0.13729500000000003 0.15049500000000002 0.11769000000000002 0.089535000000000017 -0.085894999999999985 -0.052719999999999996 -0.069599999999999981 -0.13847499999999999 -0.081369999999999984 -0.085994999999999988 -0.14175499999999996 0.11846000000000001 0.10233500000000001 -0.098194999999999991 -0.090784999999999991 -0.082449999999999982 0.087505000000000013 -0.081079999999999985 -0.083539999999999989 -0.083264999999999992 -0.073259999999999978 -0.088394999999999987 -0.45454999999999995 0.0036000000000000003 -1.0000000180025095e-35 -0.064959999999999976 -0.016569999999999994 0.0049450000000000006 -0.047864999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -7 -9 10 -10 -11 13 14 -13 -16 17 -17 -18 -19 -20 22 -22 24 -23 -25 28 -28 29 -27
right_child=1 -3 -4 4 -6 7 -8 8 9 11 -12 12 -14 -15 15 16 18 19 20 -21 21 23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-4.3250128911154205e-06 1.6096211159795833e-06 5.9829531398028615e-06 -4.4022197140624154e-06 8.2703345378831729e-06 -7.2978978550963801e-07 4.2287297734825803e-06 -1.1192731760729658e-05 4.1068927936477498e-06 -1.1114692147202732e-05 4.6755418157705147e-06 1.5204050332276556e-06 -4.8222870149898386e-06 5.1528998943424436e-06 -5.2833879470364831e-06 5.0294077926169161e-06 -5.3906816033717909e-06 -8.5508087439930847e-06 8.352071859007993e-07 6.2014833474677296e-06 1.1340430362906773e-05 6.9373563479423284e-07 7.3494788466632601e-06 -5.6455061078453683e-06 -5.2854876083719936e-06 -3.7658588403453247e-06 4.6080194643685416e-06 -6.0704257805355157e-06 -2.3495763277753248e-08 6.8907923355254747e-06 -4.6950878744279515e-06
leaf_weight=20 24 23 22 20 20 30 20 31 20 27 27 22 21 22 21 22 22 24 20 25 34 32 39 31 22 26 20 2392 20 22
leaf_count=20 24 23 22 20 20 30 20 31 20 27 27 22 21 22 21 22 22 24 20 25 34 32 39 31 22 26 20 2392 20 22
internal_value=0 2.78985e-08 -1.65999e-08 1.4972e-08 3.77027e-06 -3.48331e-08 -4.20963e-06 2.69741e-08 -1.58718e-08 -5.97762e-08 -3.85623e-06 2.526e-09 -4.19475e-08 -8.06875e-08 -3.97214e-08 -1.7645e-09 -4.01704e-08 2.60508e-06 -1.1025e-07 6.19501e-06 -4.03882e-08 -8.77109e-08 -2.69298e-06 -1.35648e-08 2.82101e-06 -7.45233e-08 -9.38627e-09 -7.36361e-08 2.26959e-06 3.44095e-07
internal_weight=0 3101 3078 3056 40 3016 44 2972 2942 2911 47 2864 2837 2816 2794 2772 2751 71 2680 49 2658 2638 73 2565 54 2511 2480 2412 68 48
internal_count=3121 3101 3078 3056 40 3016 44 2972 2942 2911 47 2864 2837 2816 2794 2772 2751 71 2680 49 2658 2638 73 2565 54 2511 2480 2412 68 48
is_linear=0
shrinkage=0.1


Tree=6173
num_leaves=31
num_cat=0
split_feature=130 40 12 16 12 132 15 1185 2 132 4 3 403 1456 42 1419 11 157 51 155 12 3 0 11 14 0 41 33 14 447
split_gain=3.14031e-08 4.69907e-08 4.48161e-08 1.07248e-07 6.07817e-08 3.67322e-08 1.11322e-06 4.18379e-07 1.74603e-07 6.02296e-08 8.9063e-08 5.62723e-08 6.71482e-08 3.09522e-08 7.4265e-08 5.05624e-08 3.39431e-08 2.11109e-07 1.63544e-07 1.23235e-07 1.05174e-07 4.62515e-08 1.2617e-07 1.12205e-07 1.06359e-07 2.65342e-07 1.03767e-07 1.17377e-07 6.76742e-08 5.81539e-08
threshold=-0.23123999999999997 -0.24290999999999999 0.12477500000000001 -0.088909999999999989 0.11734000000000001 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.082850000000000021 -0.41094499999999995 0.0016150000000000003 -0.086769999999999986 -0.085604999999999987 0.11510000000000002 0.087195000000000009 0.099095000000000016 0.088215000000000002 -0.051074999999999988 -0.057604999999999996 0.13657000000000002 0.10589000000000003 -0.16726499999999997 0.0059850000000000016 0.081365000000000007 0.078745000000000009 -0.15599999999999997 0.088520000000000015 -0.0066799999999999993 0.023790000000000002 0.10326500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 8 -7 -3 -10 11 -11 -13 15 -15 16 19 -18 -19 21 -20 22 -9 24 26 -26 27 -23 29 -29
right_child=1 2 3 -5 -6 7 -8 13 9 10 -12 12 -14 14 -16 -17 17 18 20 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=3.6814156285048663e-06 -4.8588667959847954e-06 -8.429385310403726e-06 7.9301189354434136e-06 -2.0231486882948956e-07 -4.1987647377287175e-06 -1.4509964939861675e-05 2.3049274715872127e-05 9.035278759213162e-06 4.6577135587237233e-06 -1.7751775472714479e-06 -6.4156565085597876e-06 -6.7912622873998116e-07 7.226396127450807e-06 -1.4205801735876041e-06 7.0939262127467381e-06 -4.0509336328443992e-06 1.0686750536998652e-05 5.3495768801562568e-06 -9.9657373226591524e-06 -7.0412265231425415e-06 2.8968391575290297e-07 6.5444056720783309e-06 -2.0133713610448471e-07 -6.5927397153805395e-06 -1.8846989275044945e-06 1.3102899254677359e-05 -6.2459593310551198e-06 -7.9608411511827364e-08 -5.4843817036706483e-06 5.3357500996753514e-06
leaf_weight=23 20 29 24 50 35 20 21 21 24 49 23 22 21 21 20 31 21 26 20 25 20 27 50 26 27 21 27 2334 23 20
leaf_count=23 20 29 24 50 35 20 21 21 24 49 23 22 21 21 20 31 21 26 20 25 20 27 50 26 27 21 27 2334 23 20
internal_value=0 -2.734e-08 4.05392e-09 2.43523e-06 -5.58353e-08 -6.99643e-09 1.342e-06 -9.87086e-08 -1.37141e-06 1.01114e-07 -8.49828e-07 5.41629e-07 3.18171e-06 5.72081e-09 2.73284e-06 -3.54016e-08 1.09085e-08 1.9539e-06 -8.24728e-07 -5.40821e-08 -4.83803e-06 1.37279e-08 2.53062e-06 -5.76092e-08 1.09319e-08 4.67238e-06 -8.11081e-08 -1.18689e-08 -8.63407e-08 -3.35986e-08
internal_weight=0 3098 3078 74 3004 2969 189 2780 168 139 115 92 43 2760 41 2719 2688 87 66 2601 40 2576 71 2505 2479 48 2431 2404 2377 2354
internal_count=3121 3098 3078 74 3004 2969 189 2780 168 139 115 92 43 2760 41 2719 2688 87 66 2601 40 2576 71 2505 2479 48 2431 2404 2377 2354
is_linear=0
shrinkage=0.1


Tree=6174
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 132 403 120 12 10 0 15 12 9 9 4 2 374 16 2 12 4 155 131 12 12 12 12 0 3 4
split_gain=3.74845e-08 2.95651e-07 1.26434e-07 7.61291e-08 4.56355e-08 3.73489e-08 3.27054e-08 5.72898e-08 4.81436e-08 4.97419e-07 5.9557e-07 2.19224e-07 6.49221e-08 6.51099e-08 4.14707e-08 4.68373e-08 5.75236e-08 3.22515e-08 2.10613e-07 2.39986e-07 1.21889e-07 1.1256e-07 4.28483e-08 5.53335e-08 2.69857e-07 1.00271e-07 2.08915e-07 1.96428e-07 3.41009e-07 3.21412e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.085749999999999979 -0.088034999999999988 0.093680000000000013 0.22926500000000002 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.010834999999999999 0.08925000000000001 0.10530000000000002 0.62736500000000006 -0.045829999999999989 0.085145000000000012 0.62682500000000008 0.11018500000000002 0.096645000000000009 -0.50262499999999988 0.11854500000000001 0.13612500000000002 0.099815000000000015 0.10193000000000001 0.096525000000000014 0.095565000000000011 -0.070154999999999981 -0.07359499999999998 -0.07533999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 9 -3 -11 -12 14 -14 15 -10 17 21 20 -20 -19 22 23 25 -25 26 -17 28 29 -27
right_child=1 6 -4 -5 -6 -7 -8 -9 12 10 11 -13 13 -15 -16 16 -18 18 19 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-3.8267792243337119e-06 1.1918189197569432e-05 -1.5096801578930235e-05 -7.9514702993037638e-06 -6.0932137915057999e-06 4.2342665803403181e-06 3.3889658670887002e-07 -3.7461671998135387e-06 5.1232206219124651e-06 -3.4585239882872909e-06 1.3379655638345867e-05 1.3234758970893696e-06 -1.1454777550170547e-05 8.1140018119185713e-06 1.4156817520588882e-07 3.920420419523941e-06 1.1833558789333001e-07 3.8950670350938091e-06 -2.6889502737503792e-06 -1.4175831533562317e-05 7.6953716156172696e-07 7.9852847012835298e-06 6.0296266720768234e-06 3.6015496263530624e-06 -9.2408125582503428e-06 -1.6328465804289473e-07 -3.5761792154833376e-06 -5.5187610371376653e-06 8.619437033985378e-06 -1.0130208042987168e-05 1.3141743384830594e-05
leaf_weight=26 21 23 25 21 25 125 23 22 39 28 29 25 20 21 27 1982 38 20 22 21 23 31 32 38 237 23 68 40 23 23
leaf_count=26 21 23 25 21 25 125 23 22 39 28 29 25 20 21 27 1982 38 20 22 21 23 31 32 38 237 23 68 40 23 23
internal_value=0 9.59055e-08 -1.25235e-06 -4.02208e-07 2.76832e-07 -3.78372e-07 9.64141e-09 3.98984e-08 4.23217e-10 -2.10081e-06 1.54441e-06 -4.59238e-06 8.1299e-08 4.03056e-06 2.10386e-08 -1.85416e-08 3.26447e-08 -2.41776e-08 -1.9282e-06 -6.87693e-06 3.02052e-06 4.13996e-08 -3.38782e-08 -8.16735e-08 -1.41763e-06 8.84928e-08 -6.8651e-08 3.04395e-06 -1.88215e-07 4.78278e-06
internal_weight=0 2899 222 197 176 151 2878 2855 2833 105 82 54 2728 41 2687 2660 2621 2583 86 43 43 2497 2466 2434 275 2159 2050 109 69 46
internal_count=3121 2899 222 197 176 151 2878 2855 2833 105 82 54 2728 41 2687 2660 2621 2583 86 43 43 2497 2466 2434 275 2159 2050 109 69 46
is_linear=0
shrinkage=0.1


Tree=6175
num_leaves=31
num_cat=0
split_feature=1208 1208 403 403 1208 403 43 1 52 130 40 403 401 401 1210 1212 1212 1210 13 13 15 3 0 48 13 3 4 457 3 12
split_gain=3.44002e-08 5.08707e-08 3.68637e-08 9.17053e-08 7.1319e-08 3.28231e-08 3.25439e-08 7.82674e-08 1.11288e-07 7.74996e-08 6.31923e-08 3.4689e-08 1.14969e-07 6.07327e-08 6.39278e-08 3.94941e-08 2.34808e-07 2.80753e-07 4.3826e-08 2.86511e-07 3.71789e-07 1.66776e-07 2.81431e-07 4.06376e-07 6.2781e-07 1.65687e-07 1.80722e-07 1.68643e-07 1.63597e-07 1.06217e-07
threshold=0.12461500000000002 0.10737500000000001 -0.55276999999999987 -0.53960999999999981 0.080860000000000015 -0.52917499999999984 -0.50775499999999985 0.076935000000000017 0.048770000000000008 -0.22699999999999995 -0.23202499999999995 0.62200000000000011 0.13607500000000003 0.11916500000000001 -0.094799999999999982 -0.14780999999999997 -0.092474999999999988 -0.087109999999999979 -0.087714999999999987 -0.087074999999999986 -0.011859999999999997 -0.081334999999999977 -0.09515499999999999 0.078735000000000013 -0.090799999999999978 -0.079379999999999992 -0.079164999999999985 -0.065884999999999985 -0.085709999999999995 0.092655000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 8 -7 -8 -11 12 13 14 -12 -16 -17 -18 21 20 -20 22 28 24 -24 26 -23 -27 -19 -29
right_child=-2 -3 3 4 -6 6 9 -9 -10 10 11 -13 -14 -15 15 16 17 18 19 -21 -22 25 23 -25 -26 27 -28 29 -30 -31
leaf_value=-3.1479788811191463e-06 -4.1339873132528738e-06 4.4313927306715279e-06 5.6241189587706624e-06 4.0510571216145765e-06 -5.9779857247121985e-06 -1.6014759735712276e-07 -5.8445772360162511e-06 -2.6149794889947361e-06 1.0146639201593644e-05 4.8910155853193902e-06 4.552412527421742e-06 -3.5023255789163725e-06 7.0152489016713249e-06 -4.8944420348981606e-06 -3.333966477028396e-06 1.0016399973328985e-05 -1.193460171634797e-05 1.5886088436978403e-06 3.939005987026926e-07 -6.3781849558939601e-08 -1.7060139876064015e-05 -1.3216611796451617e-05 4.3553063389137262e-06 -1.7065890502139654e-06 2.6003299758702359e-05 9.2428602437166779e-06 -1.0240682997626269e-06 -1.1734375506511095e-06 -8.4270622859808748e-06 4.4385558711468322e-06
leaf_weight=37 20 26 29 20 20 22 23 22 20 26 30 29 23 26 37 23 20 73 26 2108 23 20 37 33 21 20 31 215 21 40
leaf_count=37 20 26 29 20 20 22 23 22 20 26 30 29 23 26 37 23 20 73 26 2108 23 20 37 33 21 20 31 215 21 40
internal_value=0 2.66649e-08 -1.05783e-08 2.76323e-08 -2.63052e-08 1.35186e-08 -1.36793e-08 2.21687e-06 4.74785e-06 -6.28206e-08 -1.66789e-08 -6.13568e-08 -2.60586e-08 -8.38154e-08 -3.87915e-08 -8.89138e-08 -4.4625e-08 -1.30713e-07 -4.22277e-08 -2.39496e-07 -7.79881e-06 7.9047e-07 3.18864e-06 7.15273e-06 1.21934e-05 -5.70454e-07 -5.80546e-06 4.00401e-07 -6.48935e-07 -2.93125e-07
internal_weight=0 3101 3075 3038 3009 2989 2969 64 42 2905 2882 2856 2827 2804 2778 2748 2711 2688 2668 2157 49 511 185 91 58 326 51 275 94 255
internal_count=3121 3101 3075 3038 3009 2989 2969 64 42 2905 2882 2856 2827 2804 2778 2748 2711 2688 2668 2157 49 511 185 91 58 326 51 275 94 255
is_linear=0
shrinkage=0.1


Tree=6176
num_leaves=31
num_cat=0
split_feature=130 40 4 132 1203 1185 0 0 12 42 42 1429 156 1429 48 456 456 150 1348 147 48 15 457 2 2 2 471 52 1453 483
split_gain=3.26656e-08 4.98314e-08 3.62608e-08 3.05957e-08 2.08142e-07 1.87373e-07 3.5602e-08 5.14364e-08 5.88092e-08 4.76734e-08 8.33577e-08 3.0545e-08 1.10816e-07 5.12417e-08 3.25706e-08 4.26478e-08 9.90367e-08 5.62351e-08 7.65087e-08 7.66958e-08 5.98635e-08 1.39368e-07 5.21936e-08 6.76083e-08 2.50553e-07 1.61726e-07 1.12877e-07 1.19136e-07 1.00527e-07 1.15394e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.083449999999999983 0.089480000000000018 -0.087384999999999977 -0.098289999999999975 -0.091354999999999978 0.11418000000000002 -0.015274999999999999 -0.027559999999999998 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 -0.22597999999999999 -0.11319999999999998 -0.085409999999999986 0.12640500000000002 0.088590000000000016 0.093875000000000014 -0.083559999999999982 -0.008624999999999999 -0.11701499999999999 0.10613000000000002 0.10699500000000002 0.10527500000000002 0.089900000000000022 -0.53060999999999992 1.0000000180025095e-35 -0.095689999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 -3 -8 9 10 -9 -7 13 -13 -15 -16 -17 18 19 20 21 -18 -22 25 -25 28 27 -26 29 -24
right_child=1 2 -4 5 -6 11 7 8 -10 -11 -12 12 -14 14 15 16 17 -19 -20 -21 22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=3.7546982750684593e-06 -5.0033028674079103e-06 -3.7793081951065234e-06 3.5238136065188505e-06 9.25045844930785e-06 -1.089622397103085e-05 -3.9083672140804999e-06 4.8457424358358283e-06 1.5757755810705405e-07 -4.4611946265149532e-06 -2.2241795306854329e-06 7.628004591424543e-06 -4.3750372141302154e-06 7.4305575981270526e-06 -3.9204429478039467e-06 -4.0783510248729733e-06 7.0818201402289567e-06 9.1098647159094032e-06 -3.7508584251228081e-06 4.7186944805486882e-06 -4.6376282879074485e-06 4.3847867076423153e-06 -2.1578093981675227e-06 4.7408406726390242e-06 -1.1755381587179381e-05 -6.8049786513313396e-06 8.5655557333429112e-06 6.7563962034000724e-06 -4.8584245255400689e-07 -5.2591251915146138e-06 9.3715386359855171e-08
leaf_weight=23 20 24 29 22 20 20 22 59 28 39 20 27 20 21 25 20 23 39 35 35 27 21 55 21 32 23 20 441 34 1876
leaf_count=23 20 24 29 22 20 20 22 59 28 39 20 27 20 21 25 20 23 39 35 35 27 21 55 21 32 23 20 441 34 1876
internal_value=0 -2.78764e-08 4.45252e-09 -2.90212e-08 -1.18783e-06 5.75732e-08 -1.76543e-07 3.38137e-07 -3.41091e-07 6.36561e-07 2.04882e-06 -1.42718e-08 1.3593e-08 -3.98626e-08 2.73188e-09 3.29433e-08 7.09827e-08 1.8702e-08 7.43255e-08 1.19969e-08 7.52449e-08 3.73211e-06 1.1622e-08 -3.55704e-08 -1.05788e-06 2.28749e-07 -6.02207e-07 -9.13353e-07 1.31168e-07 2.26078e-07
internal_weight=0 3098 3078 3049 212 2837 192 168 146 118 79 2815 2795 2775 2748 2727 2702 2682 2643 2608 2573 44 2529 2502 514 1988 493 473 1965 1931
internal_count=3121 3098 3078 3049 212 2837 192 168 146 118 79 2815 2795 2775 2748 2727 2702 2682 2643 2608 2573 44 2529 2502 514 1988 493 473 1965 1931
is_linear=0
shrinkage=0.1


Tree=6177
num_leaves=31
num_cat=0
split_feature=156 472 1419 12 47 154 1428 475 471 1455 1447 1455 43 1455 482 482 42 39 2 52 43 159 42 42 15 43 13 43 3 13
split_gain=3.73355e-08 5.87043e-08 3.07377e-08 9.95885e-08 1.62706e-07 3.80415e-08 6.10382e-08 2.98797e-07 1.14502e-07 4.16306e-08 1.53223e-07 6.23805e-08 9.87248e-08 5.61198e-08 5.57207e-08 6.97976e-08 1.58382e-07 1.16087e-07 6.78224e-08 5.36333e-08 1.02484e-07 8.97848e-08 6.79844e-08 6.30486e-08 1.54125e-07 8.26319e-08 1.01737e-07 8.8705e-08 1.97949e-07 6.93868e-08
threshold=0.3248100000000001 -0.097514999999999977 0.087610000000000007 0.096990000000000007 0.08265500000000002 0.084190000000000001 -0.020064999999999996 0.016915000000000003 0.089900000000000022 -0.097209999999999977 -0.082229999999999984 -0.070999999999999994 -0.081454999999999986 -1.0000000180025095e-35 0.11191500000000001 0.090355000000000005 0.089625000000000024 0.15619500000000003 0.088665000000000008 0.51734000000000002 -0.08076499999999999 -0.4205299999999999 -0.23802999999999999 -0.16797499999999996 -0.067579999999999987 -0.50775499999999985 0.19762500000000002 -0.25681499999999996 -0.11171999999999999 0.095710000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 -3 9 10 -8 12 -11 -13 15 17 18 19 -17 21 -21 -15 -23 24 -24 26 -25 28 -27 -29
right_child=-2 2 3 -5 -6 -7 8 -9 -10 11 -12 13 -14 14 -16 16 -18 -19 -20 20 -22 22 23 25 -26 27 -28 29 -30 -31
leaf_value=5.430043265732821e-06 -4.0141332884440603e-06 4.5563819423868137e-06 6.1631897824554472e-06 -6.9889826154788079e-06 -5.9378456080594333e-06 4.1863401871854547e-06 4.0701413308852358e-06 -1.1924930086851501e-05 6.5502187615712273e-06 -1.7325180283478405e-06 -7.0875498082045853e-06 -4.626452298649698e-06 7.4664645627616922e-06 -5.4517176007114663e-06 -4.397434266171071e-06 3.9999402748368014e-06 9.9960307204088646e-06 -7.4087728145449157e-06 -2.7132665108558071e-06 8.2533120348671225e-06 -2.4707417012266248e-07 5.4631932748041286e-06 2.1678676499835673e-06 9.627118299704308e-06 -9.6690812122026496e-06 -9.4674074892780832e-06 2.1707644716823579e-07 -1.5077106627834516e-08 1.3656050029837659e-06 2.8620223717364196e-06
leaf_weight=20 23 22 25 26 20 22 20 22 27 20 32 26 28 30 28 27 23 21 34 23 37 23 22 20 22 31 27 2296 37 87
leaf_count=20 23 22 25 26 20 22 20 22 27 20 32 26 28 30 28 27 23 21 34 23 37 23 22 20 22 31 27 2296 37 87
internal_value=0 2.9795e-08 -5.29431e-09 -2.06184e-06 7.84952e-07 4.3264e-08 1.27288e-08 -3.68427e-06 6.80392e-08 7.97787e-09 -2.79613e-06 5.8926e-08 3.63356e-06 -2.04846e-09 4.10773e-08 8.61056e-08 2.92448e-06 -2.99121e-09 2.58153e-07 5.55856e-08 3.01141e-06 -1.27571e-08 5.08565e-08 1.88568e-09 -3.75061e-06 6.79824e-08 4.22135e-06 -1.16619e-08 -3.57297e-06 8.99618e-08
internal_weight=0 3098 3078 71 45 3007 2985 44 2941 2914 52 2862 48 2814 2788 2760 84 2676 61 2655 60 2595 2565 2542 44 2498 47 2451 68 2383
internal_count=3121 3098 3078 71 45 3007 2985 44 2941 2914 52 2862 48 2814 2788 2760 84 2676 61 2655 60 2595 2565 2542 44 2498 47 2451 68 2383
is_linear=0
shrinkage=0.1


Tree=6178
num_leaves=31
num_cat=0
split_feature=472 1429 1429 401 1213 16 16 402 1210 1208 1209 128 128 128 12 0 16 12 132 402 43 1210 1185 132 15 1211 1 394 403 1210
split_gain=3.1345e-08 8.44341e-08 4.07106e-08 3.13842e-08 3.79881e-08 1.71513e-07 1.54519e-07 3.92742e-08 7.0433e-08 4.07854e-08 1.59602e-07 4.01337e-08 1.10601e-07 1.08425e-07 8.13492e-08 1.62431e-07 1.60168e-07 1.37868e-07 5.9265e-08 6.87687e-08 1.64909e-07 1.39377e-07 5.66716e-08 5.97725e-08 1.07701e-06 9.25858e-07 2.28033e-07 1.26587e-07 5.0851e-08 4.21398e-07
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 0.13837000000000002 0.18587500000000004 -0.088394999999999987 -0.079504999999999978 0.23460000000000003 -0.13847499999999999 0.11846000000000001 0.11240000000000001 0.089745000000000005 0.09445000000000002 0.085955000000000018 0.11418000000000002 -0.076899999999999982 -0.085589999999999986 0.090285000000000018 0.13831000000000002 -0.45015499999999992 0.055925000000000009 0.10944500000000001 0.08790000000000002 -0.083284999999999984 0.091915000000000011 0.10636500000000002 0.088135000000000005 0.013605000000000001 -0.0047449999999999992 -0.064799999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 -6 -7 8 -4 10 11 13 -13 18 15 16 -14 -18 19 20 -10 22 23 24 26 27 -21 28 -25 -30
right_child=1 2 3 -5 5 6 -8 -9 9 -11 -12 12 14 -15 -16 -17 17 -19 -20 21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-3.5999936092897169e-06 6.0642787957476692e-06 -4.0361920182476759e-06 5.0110053669933614e-06 -3.8368302696090682e-06 -4.8827876071300125e-06 1.1401492679870747e-05 -2.010279558817274e-07 -4.3204887257767648e-06 -8.5051081284824445e-06 4.260874001974199e-06 -8.0165523822870458e-06 -8.2761164524721872e-06 2.9504318248996244e-06 6.2926877441376356e-06 -5.7281824470010182e-06 6.2962630727270152e-06 -1.0566687676425949e-05 6.1976220422366166e-08 -4.7136899323819447e-06 7.425896442217921e-07 2.9763303742087873e-06 8.0812959574607458e-06 -4.4694716018932894e-06 1.25279206767875e-06 2.3739662016168949e-05 -2.141773920357082e-05 -9.9065273095296419e-06 6.1583644316799892e-06 -1.3854295316791237e-05 6.2853351586587366e-08
leaf_weight=24 23 25 28 21 22 24 22 21 29 22 25 21 40 28 25 35 26 23 26 124 22 22 27 328 20 20 24 35 22 1967
leaf_count=24 23 25 28 21 22 24 22 21 29 22 25 21 40 28 25 35 26 23 26 124 22 22 27 328 20 20 24 35 22 1967
internal_value=0 2.79022e-08 -1.72626e-08 1.56902e-08 4.24085e-08 2.37929e-06 5.85246e-06 -1.12767e-08 1.95139e-08 -2.84977e-08 -6.11617e-08 8.28135e-09 -1.48191e-06 1.02317e-07 -5.24339e-07 5.24823e-07 -1.74484e-06 -5.57772e-06 3.73021e-08 8.40922e-08 -3.55233e-06 1.55725e-07 8.78005e-08 1.36244e-07 1.95903e-06 7.14242e-09 -9.84294e-07 1.89327e-07 9.91601e-08 -9.10819e-08
internal_weight=0 3097 3074 3049 3028 68 46 2960 2939 2911 2889 2864 170 2694 149 124 89 49 2666 2640 51 2589 2567 2540 168 2372 148 2352 2317 1989
internal_count=3121 3097 3074 3049 3028 68 46 2960 2939 2911 2889 2864 170 2694 149 124 89 49 2666 2640 51 2589 2567 2540 168 2372 148 2352 2317 1989
is_linear=0
shrinkage=0.1


Tree=6179
num_leaves=31
num_cat=0
split_feature=1211 403 1211 1211 15 52 1186 393 394 393 390 1208 1208 402 1209 403 1209 12 157 50 12 2 13 52 12 2 13 16 128 1185
split_gain=3.43503e-08 7.53287e-08 4.78355e-08 6.07366e-08 1.64245e-07 1.93155e-07 4.55521e-08 7.6841e-08 3.86432e-08 4.57522e-08 4.33115e-08 3.66257e-08 6.39211e-08 5.73959e-08 9.98302e-08 5.38546e-08 6.31612e-08 4.44391e-08 1.24449e-07 1.41597e-07 1.15072e-07 1.78118e-07 1.02519e-07 2.42956e-07 3.44574e-07 3.41719e-07 3.1572e-07 6.7254e-08 6.64981e-08 1.37079e-07
threshold=0.11716500000000001 0.022375000000000003 0.11013500000000002 0.087635000000000005 0.084050000000000014 0.086635000000000004 -0.095479999999999982 0.11213000000000002 -0.15150999999999998 0.10389500000000002 0.087590000000000015 0.11531000000000001 0.10233500000000001 0.23460000000000003 0.10656 0.62200000000000011 -0.092099999999999987 0.10911500000000002 -0.06482499999999998 -0.096124999999999988 0.10673000000000001 0.10497000000000002 0.24813000000000004 0.12445000000000002 0.12757000000000002 0.090675000000000019 0.021350000000000004 -0.066924999999999985 0.10773500000000001 0.088895000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 -1 8 -8 10 11 12 13 14 15 16 -10 20 -19 -20 28 -22 23 24 25 -21 -26 -27 29 -18
right_child=1 -3 -4 4 5 -7 7 -9 9 -11 -12 -13 -14 -15 -16 -17 17 18 19 22 21 -23 -24 -25 26 27 -28 -29 -30 -31
leaf_value=-3.9478146481997104e-06 5.57816426436375e-06 -2.1296888657421473e-06 -3.951910855081927e-06 -4.3541335219829524e-06 1.2258066880349361e-05 -7.5117130520430656e-07 -3.7728275332580909e-06 5.8565003655530745e-06 5.4922590061323723e-06 4.6107521794305115e-06 3.3253154482293679e-06 -3.8543109230186716e-06 4.4320170232939777e-06 -4.4844700024289826e-06 5.9640334880155197e-06 -5.0743255118587429e-06 -1.5719957196971443e-07 8.760035715340564e-06 -7.4900359140883666e-06 1.5101628266413835e-05 -1.1967609998464469e-05 1.0568202014837881e-06 -5.2921247242920807e-06 1.0359628273969673e-05 6.4183026162416875e-07 -4.2385928325183204e-06 -1.5808620956931919e-05 3.5104860311700274e-06 4.7590885969839292e-06 -7.914512571005616e-06
leaf_weight=30 32 21 31 21 25 21 28 22 20 21 37 26 31 30 27 22 2379 20 20 22 21 21 20 30 28 21 20 24 27 23
leaf_count=30 32 21 31 21 25 21 28 22 20 21 37 26 31 30 27 22 2379 20 20 22 21 21 20 30 28 21 20 24 27 23
internal_value=0 2.52411e-06 -4.36025e-08 -3.70864e-09 2.97374e-06 6.31907e-06 -7.08766e-08 -3.1316e-08 -7.57066e-08 -3.98868e-08 -7.39277e-08 -1.18339e-07 -8.37217e-08 -1.34168e-07 -8.66235e-08 -1.46729e-07 -1.06519e-07 -1.48363e-07 1.26645e-06 4.56332e-07 -2.6574e-07 -5.45539e-06 1.41953e-06 2.34527e-06 2.54573e-07 4.88772e-06 -6.21252e-06 -1.05751e-07 -1.76005e-07 -2.31479e-07
internal_weight=0 53 3068 3037 67 46 2970 2940 2918 2890 2869 2832 2806 2775 2745 2718 2696 2676 205 185 2471 42 165 145 115 67 48 45 2429 2402
internal_count=3121 53 3068 3037 67 46 2970 2940 2918 2890 2869 2832 2806 2775 2745 2718 2696 2676 205 185 2471 42 165 145 115 67 48 45 2429 2402
is_linear=0
shrinkage=0.1


Tree=6180
num_leaves=31
num_cat=0
split_feature=40 130 39 132 1185 15 1186 1429 156 11 4 11 474 11 400 475 475 3 475 1371 160 475 13 48 42 160 48 3 3 48
split_gain=3.47102e-08 7.92156e-08 6.69754e-08 3.67752e-08 2.01707e-07 1.53965e-07 6.28383e-08 3.68524e-08 1.09492e-07 3.93309e-08 1.83837e-07 1.0646e-07 3.75567e-08 4.89915e-08 7.78073e-08 4.15112e-08 7.66935e-08 2.02781e-07 1.27181e-07 1.53329e-07 3.31031e-07 1.85499e-07 1.02354e-07 5.06228e-08 1.15349e-07 1.22749e-07 1.8477e-07 1.74267e-07 1.28615e-07 3.48625e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15438500000000002 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.23752499999999996 0.32523500000000005 0.092630000000000018 -0.42529999999999996 0.086595000000000019 -0.14697499999999997 0.083010000000000014 -0.40134499999999995 -0.10664 -0.086304999999999979 -0.085709999999999995 -0.085754999999999984 0.083235000000000017 -0.081969999999999987 -0.085024999999999989 -0.073839999999999975 0.10078500000000001 0.093775000000000011 -0.081399999999999986 0.10891500000000001 -0.075944999999999985 0.10299500000000002 0.12879500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 -6 9 11 -11 12 -9 14 -14 -16 17 -17 -18 21 -21 -20 -19 -23 25 -25 27 -27 -28 -30
right_child=1 2 -4 4 7 -7 -8 8 -10 10 -12 -13 13 -15 15 16 18 22 19 20 -22 23 -24 24 -26 26 28 -29 29 -31
leaf_value=4.1525682627252535e-06 -6.0060568578344169e-06 3.0261429505484321e-07 5.6440360865616687e-06 9.8380594863556332e-06 -4.2762644108051975e-06 -8.6565856081506352e-06 -5.4882730745746466e-06 3.3174577514259777e-06 7.4041735206265001e-06 -9.9588343511475794e-06 9.4601888349643566e-07 5.2276742834669099e-06 6.1748624239044149e-06 -4.8879053089140583e-06 -3.324294653467428e-06 1.115381318496392e-05 -7.8734778049866219e-06 -5.623139674883403e-06 -8.4032127452465605e-06 -2.762890565983461e-06 1.5213453398246202e-05 -2.08375412622352e-07 4.372694279481948e-06 -2.7733942056998144e-06 -3.4590215072500704e-06 3.2997886504207685e-06 -3.3299943035152481e-06 1.6197307149923291e-05 1.4956627960600601e-05 -1.5938883734634147e-06
leaf_weight=20 22 174 21 21 20 25 21 33 20 22 52 39 20 21 39 22 21 21 27 21 20 2194 20 34 39 22 35 20 20 35
leaf_count=20 22 174 21 21 20 25 21 33 20 22 52 39 20 21 39 22 21 21 27 21 20 2194 20 34 39 22 35 20 20 35
internal_value=0 -2.67885e-08 1.59344e-08 -2.2715e-08 7.38375e-08 -1.26824e-06 -3.2102e-07 1.0478e-09 3.16328e-08 -2.14644e-08 -2.29596e-06 4.08046e-08 -3.51293e-08 -7.718e-08 -3.8473e-08 -8.64524e-08 -3.69519e-08 3.40876e-06 -1.24203e-07 -5.8238e-08 6.00606e-06 -1.60726e-07 -7.47123e-07 -6.79595e-08 1.43483e-06 2.58459e-06 3.96468e-06 9.44146e-06 1.40885e-06 4.42448e-06
internal_weight=0 3101 3079 3058 2838 220 195 2817 2797 2777 74 2703 2664 2631 2610 2590 2551 63 2488 2467 41 2426 41 2399 205 166 132 42 90 55
internal_count=3121 3101 3079 3058 2838 220 195 2817 2797 2777 74 2703 2664 2631 2610 2590 2551 63 2488 2467 41 2426 41 2399 205 166 132 42 90 55
is_linear=0
shrinkage=0.1


Tree=6181
num_leaves=31
num_cat=0
split_feature=472 1429 130 1 9 10 34 13 3 52 3 1212 157 133 16 12 3 15 1213 133 52 1213 1213 1213 2 1210 4 12 0 2
split_gain=3.65959e-08 7.48963e-08 3.45229e-08 4.48523e-08 4.49967e-08 3.66222e-08 2.10636e-07 3.98832e-08 2.46786e-07 1.63212e-07 5.84139e-08 5.51146e-08 5.12341e-08 5.99935e-08 7.13061e-08 6.55195e-08 8.54199e-08 6.21126e-08 4.92205e-08 1.1693e-07 1.62394e-07 7.90562e-08 2.44369e-07 2.91492e-07 1.04084e-06 2.73179e-07 1.72666e-07 6.52589e-08 5.61719e-08 1.38736e-07
threshold=-0.38234499999999999 -0.23587499999999997 -0.23123999999999997 0.16540500000000002 -0.092939999999999981 0.053330000000000009 -0.010024999999999997 0.095710000000000017 -0.24124499999999996 -0.53447999999999996 -0.16726499999999997 -0.52517999999999987 -0.0021849999999999994 0.12599500000000005 -0.054549999999999994 0.087075000000000014 -0.116045 -0.077219999999999983 -0.24064499999999997 -0.13941499999999998 0.047850000000000011 -0.09411499999999999 -0.088064999999999991 -0.085284999999999986 0.083995000000000014 -0.40154499999999999 -0.078629999999999992 0.087005000000000013 -0.074479999999999977 -0.080614999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 -7 8 -6 -9 -10 -12 -11 14 15 -14 -17 -16 19 -13 -21 26 -23 24 -24 -25 27 -20 29 -27
right_child=1 2 3 -5 5 6 -8 9 10 12 11 18 13 -15 17 16 -18 -19 21 20 -22 22 23 25 -26 28 -28 -29 -30 -31
leaf_value=-3.8898643235067232e-06 5.7153684980695967e-06 3.8473540515922099e-06 4.7222685498127245e-06 -4.0991951108379806e-06 -9.1161099106784611e-06 -1.031596527602894e-05 1.8132576914046319e-06 8.7258531965954513e-06 5.0224236415290408e-06 -4.4780359166907151e-06 5.1905552913922301e-06 2.9064691582618706e-06 7.3361457268106283e-06 -3.065842975047417e-06 -4.61078260608853e-06 -3.3788296332204488e-06 5.7527674438720822e-06 1.2844248190698898e-06 3.6837807299335786e-06 -1.0657231872865279e-05 1.0678108602795484e-06 -8.0593106049850341e-06 -7.9438052352998053e-06 -1.1212890079935856e-05 2.3931859943461731e-05 7.8253940652454435e-06 -2.4739425091337902e-06 1.1494212435536612e-05 -8.2568356344980422e-07 1.6940676491542471e-07
leaf_weight=24 23 23 20 27 30 22 41 26 23 20 20 25 32 33 24 20 21 70 23 27 21 38 20 22 21 24 31 20 632 1718
leaf_count=24 23 23 20 27 30 22 41 26 23 20 20 25 32 33 24 20 21 70 23 27 21 38 20 22 21 24 31 20 632 1718
internal_value=0 3.01442e-08 -1.23932e-08 -4.149e-08 -5.26046e-09 -3.67354e-08 -2.42234e-06 1.43674e-08 -9.68917e-08 1.23324e-06 4.63796e-09 -3.90445e-08 3.47753e-07 8.30332e-07 1.60023e-06 3.94504e-06 1.29833e-06 -2.20735e-07 -7.89347e-08 -2.63917e-06 -5.52753e-06 -5.61286e-09 -1.0191e-07 2.21697e-08 8.38275e-06 -1.20895e-07 3.21512e-06 7.31654e-06 -1.81052e-08 2.74885e-07
internal_weight=0 3097 3074 3051 3024 3004 63 2941 2695 246 2665 2642 220 200 167 73 41 94 2622 73 48 2549 2475 2437 41 2396 74 43 2374 1742
internal_count=3121 3097 3074 3051 3024 3004 63 2941 2695 246 2665 2642 220 200 167 73 41 94 2622 73 48 2549 2475 2437 41 2396 74 43 2374 1742
is_linear=0
shrinkage=0.1


Tree=6182
num_leaves=31
num_cat=0
split_feature=1429 156 156 51 1425 156 49 4 15 4 2 1 0 4 160 2 1 45 11 9 8 9 34 10 0 0 0 0 0 51
split_gain=3.55126e-08 9.79694e-08 3.80064e-08 8.72153e-08 6.03534e-08 3.95691e-08 6.6916e-08 1.19931e-07 5.81815e-08 3.6346e-08 1.15855e-07 1.95969e-07 1.43864e-07 6.04227e-08 7.71809e-08 9.66756e-08 8.65137e-08 6.28616e-08 1.21548e-07 7.78031e-08 1.31203e-07 6.66943e-08 6.84641e-08 6.03898e-08 5.18062e-08 4.39081e-07 2.66192e-07 1.61183e-07 3.59046e-07 1.24625e-07
threshold=-0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.089180000000000009 0.10541000000000002 0.096185000000000007 0.50996500000000011 -0.068899999999999975 -0.50262499999999988 0.095195000000000016 0.085475000000000009 0.048635000000000005 -0.17966999999999997 -0.00363 0.11585500000000001 0.080000000000000016 0.094030000000000016 -1.0000000180025095e-35 0.091600000000000015 0.098655000000000007 0.085555000000000006 -0.097449999999999981 1.0000000180025095e-35 -0.070499999999999993 -0.071339999999999987 -0.069824999999999984 -0.068604999999999985 -0.067094999999999988 0.020580000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 9 7 8 -7 10 12 -12 -2 14 -11 16 -16 18 -15 21 -21 22 -20 24 25 -24 -26 -28 -29 -30
right_child=1 -3 3 -5 -6 6 -8 -9 -10 13 11 -13 -14 17 15 -17 -18 -19 19 20 -22 -23 23 -25 26 -27 27 28 29 -31
leaf_value=-4.0035299672457436e-06 -5.0338547985327091e-06 7.0047160988906405e-06 1.8811700664671316e-06 -6.8605224059865576e-06 5.2450376064040364e-06 1.0469675084385182e-05 -2.9668659365034684e-06 -1.2791865240233751e-06 3.0173698303315178e-06 -2.2780592732942751e-06 -1.1887331273404319e-05 1.1790476864090041e-06 5.4709178598955079e-06 7.3496508837872002e-06 2.6109212922165173e-06 -1.4519139399670254e-06 1.1109165256050841e-05 -5.4201454614402882e-06 5.3474951132754903e-06 -8.0784410197192041e-06 2.1588214167422848e-06 5.4448833163240293e-06 -2.9862559608853214e-08 -5.3495624342758679e-06 -1.0353653154762188e-05 1.4856433078875855e-05 7.032602382053113e-06 -1.1644481191038283e-05 -9.0583069836540371e-07 4.3550999209771734e-06
leaf_weight=22 22 20 21 25 22 22 21 31 20 25 24 22 32 22 25 21 23 22 23 31 21 22 2130 22 29 20 27 29 271 54
leaf_count=22 22 20 21 25 22 22 21 31 20 25 24 22 32 22 25 21 23 22 23 31 21 22 2130 22 29 20 27 29 271 54
internal_value=0 2.84288e-08 -1.68864e-08 -2.86975e-06 2.63815e-08 -1.17488e-08 2.00767e-06 3.43871e-06 6.92096e-06 -7.68245e-08 -1.95032e-06 -5.63819e-06 1.1912e-06 -1.03176e-08 2.48236e-06 4.20715e-06 6.683e-06 -9.63668e-08 -5.30039e-08 -1.13795e-07 -3.94416e-06 -3.79747e-08 -8.42791e-08 -1.32664e-07 -8.78316e-08 1.08615e-07 -1.11798e-06 -4.14998e-07 -9.83036e-07 -3.17068e-08
internal_weight=0 3099 3079 46 3033 3011 94 73 42 2917 100 46 54 2817 94 69 48 2723 2701 2679 52 2627 2605 2582 2560 2150 410 381 354 325
internal_count=3121 3099 3079 46 3033 3011 94 73 42 2917 100 46 54 2817 94 69 48 2723 2701 2679 52 2627 2605 2582 2560 2150 410 381 354 325
is_linear=0
shrinkage=0.1


Tree=6183
num_leaves=31
num_cat=0
split_feature=156 472 40 130 12 16 139 12 2 1456 12 131 131 1209 132 1 1185 394 1451 1455 3 1455 43 4 158 158 1453 483 483 47
split_gain=3.80895e-08 5.33254e-08 3.35705e-08 6.95075e-08 6.25126e-08 1.08954e-07 6.09726e-08 5.08593e-08 9.0972e-08 5.9646e-08 7.07717e-08 8.26949e-08 4.82745e-08 6.38811e-08 4.83478e-08 9.59503e-07 5.04432e-07 2.30176e-07 4.46563e-08 5.59663e-08 9.66532e-08 4.52199e-08 1.87951e-07 1.02756e-07 6.67006e-08 1.15287e-07 5.45749e-08 1.20874e-07 5.69843e-08 5.20761e-08
threshold=0.3248100000000001 -0.097514999999999977 -0.24620999999999996 -0.22699999999999995 0.12477500000000001 -0.082179999999999989 -0.060214999999999998 0.11586 0.10097500000000002 0.11510000000000002 0.11351500000000002 -0.13752999999999996 0.13767000000000004 0.13910500000000003 -0.083284999999999984 0.089475000000000013 -0.014244999999999999 0.0041850000000000004 0.091400000000000009 -0.14432499999999995 -0.082794999999999994 -0.065979999999999983 -0.072864999999999985 -0.0019149999999999998 -0.4686749999999999 -0.14117999999999997 1.0000000180025095e-35 -0.095689999999999983 -0.087689999999999976 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5 9 -9 10 11 -8 13 14 15 17 -16 -13 19 20 -18 22 23 -21 -23 -26 27 -27 -29 -30
right_child=-2 2 3 4 5 -7 7 8 -10 -11 -12 12 -14 -15 16 -17 18 -19 -20 21 -22 24 -24 -25 25 26 -28 28 29 -31
leaf_value=5.1769996980510771e-06 -4.054452587416049e-06 4.0803078081808052e-06 -5.6306772442191937e-06 -5.5654127447724032e-06 7.5317805870630155e-06 -1.8183161839570335e-07 6.4389828492039677e-06 1.6934393153695223e-06 -6.8341977978022817e-06 3.9143034976008592e-06 -4.5581698647284235e-06 -1.6119935660856944e-07 -4.5766598403766372e-06 5.5181357224466324e-06 -1.5556791463279211e-05 1.8103629228225428e-05 8.0417613192010964e-06 -1.1620785101383394e-05 -4.4811927068622024e-06 -3.8581247633287391e-06 -1.4634837771154709e-06 4.2645261515104179e-06 -1.0396313388940014e-05 5.9214030154015006e-06 -5.8837896038753442e-06 5.9447703513017461e-06 -5.1339491858470873e-06 -5.0412819746270546e-06 2.3948755202746689e-07 -1.2840085755358578e-06
leaf_weight=20 23 20 22 20 30 47 20 22 29 39 34 106 23 21 21 29 23 21 22 21 20 37 21 22 33 35 20 22 2046 252
leaf_count=20 23 20 22 20 30 47 20 22 29 39 34 106 23 21 21 29 23 21 22 21 20 37 21 22 33 35 20 22 2046 252
internal_value=0 3.01022e-08 -3.34098e-09 -3.00489e-08 1.05353e-08 2.82347e-06 -6.26638e-08 -2.52174e-08 -3.15561e-06 3.00631e-08 -2.31083e-08 3.16668e-08 -1.41816e-08 2.36745e-08 -1.8268e-08 1.69155e-06 -1.21055e-07 -2.05609e-06 4.87794e-09 4.3551e-08 3.62072e-06 -1.77556e-08 -2.64176e-06 1.14535e-06 5.09299e-08 -1.38139e-08 6.77479e-08 1.11924e-07 2.39281e-08 7.24201e-08
internal_weight=0 3098 3078 3058 3036 77 2959 2939 51 2888 2849 2815 2795 2772 2751 156 2595 127 2574 2552 43 2509 64 43 2445 2408 2375 2355 2320 2298
internal_count=3121 3098 3078 3058 3036 77 2959 2939 51 2888 2849 2815 2795 2772 2751 156 2595 127 2574 2552 43 2509 64 43 2445 2408 2375 2355 2320 2298
is_linear=0
shrinkage=0.1


Tree=6184
num_leaves=31
num_cat=0
split_feature=130 10 0 10 151 16 132 1185 1203 1429 156 1429 157 1429 1429 0 0 16 133 34 97 9 2 0 4 52 2 48 13 4
split_gain=3.55983e-08 4.16432e-08 3.97698e-07 4.40789e-07 1.57547e-07 3.84684e-08 3.7621e-08 1.74036e-07 1.69292e-07 3.4654e-08 8.79867e-08 3.45761e-08 1.15325e-07 5.4291e-08 4.40157e-08 4.1841e-08 1.38704e-07 1.27224e-07 1.10355e-07 5.66266e-08 2.61957e-07 7.47597e-08 1.41674e-07 9.90961e-08 5.71313e-08 1.14013e-07 1.53913e-07 3.7912e-07 5.18495e-08 2.05223e-07
threshold=-0.23123999999999997 -0.011559999999999999 -0.10224499999999999 -0.086389999999999981 -0.078349999999999989 -0.080344999999999986 -0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.23752499999999996 0.32523500000000005 -0.084934999999999997 -0.049319999999999996 -0.060529999999999994 -0.0091699999999999993 0.12411500000000002 0.10455500000000001 0.38525000000000004 0.089980000000000018 -0.057544999999999992 -0.083229999999999985 0.088235000000000022 -1.0000000180025095e-35 -0.0058249999999999994 -0.15289999999999995 -0.23375999999999997 0.08919500000000001 0.08832000000000001 -0.17933499999999997 -0.014149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 8 -8 -3 -9 11 12 -11 -13 -15 16 19 18 -17 20 -16 22 -21 -23 25 -24 -27 -28 29 -26
right_child=1 6 3 -5 5 -7 7 9 -10 10 -12 13 -14 14 15 17 -18 -19 -20 21 -22 23 24 -25 28 26 27 -29 -30 -31
leaf_value=3.919628447281708e-06 -1.3054185070359381e-05 -3.3269200660613071e-07 3.9891482975647141e-06 1.2487475312809695e-05 -9.632783240660848e-06 -3.7130093361433276e-06 9.0006874581211555e-06 -4.0764916087709939e-06 -9.9933103729199502e-06 1.5340423707474939e-06 6.7096899056195983e-06 3.8050819891092639e-06 -8.1965256608132877e-06 -4.3090183473158623e-06 -4.2998771840800712e-06 -2.6760805415873853e-06 -6.6391263562910617e-06 8.620433844874282e-06 6.0434171164810582e-06 8.0875816841150723e-06 1.1314622890329867e-05 -9.2367441629903618e-06 -3.4774507130037066e-06 7.1796034603721639e-07 -1.0849653041201568e-05 -1.4128601181159626e-06 1.5076978297460739e-05 -3.8428972142615493e-07 1.4633563597347045e-08 -1.3268717078276762e-08
leaf_weight=23 25 195 21 25 21 23 22 20 20 29 20 39 21 23 21 47 31 23 21 22 22 20 29 20 22 38 29 35 2129 85
leaf_count=23 25 195 21 25 21 23 22 20 20 29 20 39 21 23 21 47 31 23 21 22 22 20 29 20 22 38 29 35 2129 85
internal_value=0 -2.90974e-08 -1.89638e-06 1.20301e-06 -3.13716e-06 -6.53836e-06 4.28895e-08 1.41864e-07 -1.23135e-06 7.08906e-08 1.01319e-07 5.24765e-08 -2.5528e-06 1.01522e-07 4.63291e-08 8.49462e-08 8.3678e-09 2.19127e-06 1.67055e-08 9.17304e-08 3.68894e-06 2.80499e-08 9.98363e-08 -4.25939e-06 2.55945e-08 2.05532e-06 3.62837e-06 6.6216e-06 -9.33208e-08 -2.24131e-06
internal_weight=0 3098 115 90 65 44 2983 2768 215 2746 2726 2706 50 2656 2617 2594 2503 91 68 2472 43 2429 2389 40 2367 131 102 64 2236 107
internal_count=3121 3098 115 90 65 44 2983 2768 215 2746 2726 2706 50 2656 2617 2594 2503 91 68 2472 43 2429 2389 40 2367 131 102 64 2236 107
is_linear=0
shrinkage=0.1


Tree=6185
num_leaves=31
num_cat=0
split_feature=156 1428 160 402 1212 401 132 1185 15 1186 1213 42 12 399 42 43 11 142 11 33 147 47 9 47 1366 150 49 147 1375 1429
split_gain=4.05967e-08 4.85985e-08 3.22128e-08 3.12556e-08 5.14842e-08 5.67509e-08 3.26567e-08 1.90424e-07 1.26882e-07 5.35171e-08 4.21878e-08 3.94943e-08 5.5627e-08 5.7803e-08 3.967e-08 3.63762e-08 3.46847e-08 3.81594e-08 8.07645e-08 8.50382e-08 5.2706e-08 6.17723e-08 3.97564e-07 3.75264e-07 5.61347e-08 5.24429e-08 2.47405e-07 1.12109e-07 5.08233e-08 3.39818e-07
threshold=0.3248100000000001 0.10668500000000002 0.62940000000000007 0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.08593000000000002 -0.021469999999999996 0.11527000000000001 0.085965000000000014 -0.008624999999999999 -0.0030899999999999994 0.10600000000000001 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.099230000000000013 0.094160000000000008 0.09055500000000001 0.096850000000000006 -0.082814999999999986 0.12640500000000002 -0.045154999999999994 0.092070000000000013 -0.081379999999999994 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 9 10 11 12 13 -1 -13 -15 17 -9 -19 -20 21 22 24 -23 -21 27 -27 28 29 -26
right_child=-2 -3 -4 -5 -6 -7 7 16 -10 -11 -12 14 -14 15 -16 -17 -18 18 19 20 -22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-6.8814687726724238e-06 -4.1857676933432231e-06 4.9445665422354074e-06 -3.9040265424513823e-06 3.8706225593289546e-06 -4.9348657912993254e-06 4.877083870269417e-06 9.5725860644181792e-06 4.2284793553768577e-06 -8.5794783358107381e-06 -5.1528728125136004e-06 3.823445299362734e-06 4.6865273977421873e-06 2.6090643442247792e-06 -3.6879211093450568e-06 -8.0969561606942646e-07 2.2046753815629929e-06 3.968655152096869e-06 -5.3936753956611892e-06 -5.800129023555201e-06 4.6155943314610902e-06 3.8073732731710474e-06 1.3642873106974824e-05 -1.0897570058766766e-05 3.2270833432140649e-07 8.7435831454441584e-06 3.2897144068653818e-06 -1.039680218718786e-05 6.5446732220992162e-06 -1.4369652604696596e-07 -6.0930201453419824e-06
leaf_weight=26 23 20 21 21 21 24 21 21 21 21 27 24 22 22 29 20 22 28 25 26 37 23 34 263 38 28 25 26 2136 26
leaf_count=26 23 20 21 21 21 24 21 21 21 21 27 24 22 22 29 20 22 28 25 26 37 23 34 263 38 28 25 26 2136 26
internal_value=0 3.10776e-08 -8.48874e-10 2.59639e-08 -6.29562e-10 3.37383e-08 -5.1251e-09 8.61393e-08 -1.20146e-06 -3.90269e-07 1.98053e-07 -4.86462e-07 -1.76177e-06 -3.17587e-06 1.67916e-06 -8.81923e-07 1.39075e-08 -1.78924e-08 -5.07372e-08 4.93909e-09 5.9457e-08 6.62924e-09 -1.63e-07 1.39391e-06 -4.65911e-09 -5.73693e-08 -3.16619e-06 1.66502e-08 -6.04992e-08 2.71621e-06
internal_weight=0 3098 3078 3057 3036 3015 2991 2779 212 191 170 143 90 68 53 42 2758 2736 2715 2687 2662 2625 2339 286 2305 2279 53 2226 2200 64
internal_count=3121 3098 3078 3057 3036 3015 2991 2779 212 191 170 143 90 68 53 42 2758 2736 2715 2687 2662 2625 2339 286 2305 2279 53 2226 2200 64
is_linear=0
shrinkage=0.1


Tree=6186
num_leaves=31
num_cat=0
split_feature=1420 157 47 2 47 471 1419 1 121 9 10 1186 132 13 13 124 11 10 43 10 4 376 376 39 40 151 2 3 0 49
split_gain=3.5983e-08 1.00281e-07 3.41032e-08 3.13606e-07 1.12578e-07 5.90343e-08 6.36248e-08 5.50083e-08 1.36712e-07 5.169e-08 1.22921e-07 4.99756e-08 1.15451e-06 9.73069e-07 1.48639e-07 4.69642e-08 4.52085e-08 5.64634e-08 1.75219e-07 1.09585e-07 4.8588e-08 5.26841e-08 1.32714e-07 1.08674e-07 6.96298e-08 7.27131e-08 2.21157e-07 4.7972e-07 3.15541e-07 6.93079e-07
threshold=0.056520000000000008 0.63397500000000007 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.10338500000000002 0.099095000000000016 0.16540500000000002 -0.094339999999999993 0.08925000000000001 0.053330000000000009 1.0000000180025095e-35 -0.083284999999999984 -0.01163 -0.0051199999999999987 0.10634000000000002 -1.0000000180025095e-35 -0.0093599999999999985 -0.078139999999999973 -1.0000000180025095e-35 -0.51843499999999987 0.085245000000000015 0.083890000000000006 0.089790000000000023 -0.083564999999999987 -0.089594999999999994 0.087545000000000026 -0.087429999999999994 -0.085034999999999986 0.11428500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 -1 11 -11 15 -13 -14 -15 16 -10 18 -18 -19 -21 22 24 -23 -22 26 27 -26 29 -28
right_child=-2 -3 3 -5 -6 -7 -8 -9 9 10 -12 12 13 14 -16 -17 17 19 -20 20 21 23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-7.8521154839770382e-06 -3.9407426416089398e-06 7.0873735080567717e-06 -1.3111192502037738e-05 -1.9889624973510439e-07 7.2246052075735694e-06 -5.3706679818787966e-06 5.5652580786478392e-06 5.0192103698650087e-06 -4.8696231647227255e-06 9.0999541498604234e-06 -7.4620466392616438e-07 2.2626466498433151e-05 -2.1218740851416197e-05 9.2712705016613956e-06 -4.367536207708959e-07 4.6145947289048872e-06 -1.1427711197856381e-06 -7.549535254725015e-06 9.2116719245565884e-06 -3.9256774967229418e-06 -5.4191421403023326e-06 -8.332675307705676e-06 8.120535489979375e-06 9.4426593152872695e-07 8.7284910478047099e-06 -1.4711000062288235e-07 2.2189900962985123e-05 -1.1549290950694871e-05 -2.1125543684540778e-06 -1.6011659624837193e-06
leaf_weight=22 23 20 20 316 22 20 21 22 20 21 32 22 22 24 46 21 44 20 26 33 24 23 20 28 20 2079 25 28 33 24
leaf_count=22 23 20 20 316 22 20 21 22 20 21 32 22 22 24 46 21 44 20 26 33 24 23 20 28 20 2079 25 28 33 24
internal_value=0 2.92599e-08 -1.66018e-08 -9.67485e-07 9.99178e-08 4.22917e-08 8.23877e-08 3.94089e-08 -1.82398e-09 6.37193e-08 3.1551e-06 2.6326e-10 2.04728e-06 -2.87383e-06 2.89171e-06 -9.42909e-08 -1.34702e-07 -9.56836e-08 2.70316e-06 -1.78806e-07 -1.15727e-07 -6.11578e-08 1.07876e-08 -3.23945e-06 -6.18478e-08 -3.64272e-09 2.29073e-06 -3.10022e-06 5.44641e-06 1.05371e-05
internal_weight=0 3098 3078 336 2742 2720 2700 2679 2657 2635 53 2582 114 92 70 2468 2447 2427 70 2357 2337 2304 2253 51 2233 2209 130 48 82 49
internal_count=3121 3098 3078 336 2742 2720 2700 2679 2657 2635 53 2582 114 92 70 2468 2447 2427 70 2357 2337 2304 2253 51 2233 2209 130 48 82 49
is_linear=0
shrinkage=0.1


Tree=6187
num_leaves=31
num_cat=0
split_feature=130 40 4 10 4 51 0 34 123 9 2 14 45 474 12 15 15 132 132 15 0 12 43 16 41 12 12 42 4 4
split_gain=3.49719e-08 3.78509e-08 3.89682e-08 3.35074e-08 3.87218e-07 6.94286e-07 4.84717e-07 4.75669e-08 2.53227e-07 4.87097e-08 1.50045e-07 3.63419e-08 1.3886e-07 1.33613e-07 8.95582e-08 4.33037e-08 6.54265e-08 3.75645e-08 1.8262e-07 9.23295e-08 4.06911e-08 4.53169e-08 7.67864e-08 3.93866e-08 3.70505e-08 1.02275e-07 2.85152e-07 2.10451e-07 4.70362e-08 3.12697e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.011559999999999999 0.053180000000000012 0.080335000000000018 -0.098289999999999975 -0.057544999999999992 0.083805000000000004 0.092890000000000014 -0.090999999999999984 -0.31455999999999995 0.094030000000000016 0.096435000000000007 -0.07415999999999999 -0.43375999999999998 -0.26481999999999994 -0.083174999999999985 -0.050879999999999988 0.091475000000000015 -0.097274999999999986 0.11527000000000001 0.50194500000000009 -0.081299999999999983 1.0000000180025095e-35 0.085565000000000016 0.089085000000000011 0.090690000000000007 -0.083644999999999983 -0.084369999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 8 -5 10 -9 13 15 14 -12 -13 -17 19 -19 20 -18 22 23 -22 28 27 -27 -26 29 -20
right_child=1 2 -4 7 6 -7 -8 9 -10 -11 11 12 -14 -15 -16 16 17 18 24 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=3.8849812169602327e-06 -4.3651242231135255e-06 -2.1249435400766909e-05 3.6477101244160839e-06 1.196933307795689e-05 1.6648180892389064e-05 1.6846993413778504e-06 -4.0590211763348916e-06 -7.6343509625495735e-06 -1.9321765553046901e-06 4.0468118170573347e-06 4.5604702088233102e-06 -3.2929009380612304e-06 -6.5106170833325564e-06 8.9423191227632779e-06 -3.6278721809674826e-06 5.4943928344900174e-06 -4.2339668169688595e-06 8.8078963472071347e-06 -2.7833984009589344e-07 -6.4050960096058887e-06 -6.3291661606340384e-07 4.0890304790082157e-06 -5.94200772948997e-06 3.6910547319637078e-06 9.3680447794971158e-06 -9.567851537647822e-06 5.717860346102008e-06 -3.4258513414897609e-06 1.9172445612155388e-07 -1.098255290406965e-05
leaf_weight=23 20 22 29 20 20 33 26 26 38 29 22 39 33 21 34 22 24 24 463 30 77 25 22 29 36 23 26 20 1836 29
leaf_count=23 20 22 29 20 20 33 26 26 38 29 22 39 33 21 34 22 24 24 463 30 77 25 22 29 36 23 26 20 1836 29
internal_value=0 -2.88487e-08 -6.7278e-10 -3.53737e-08 -1.82637e-06 -7.48895e-06 4.94411e-06 2.59868e-08 2.86145e-06 -3.09187e-08 -7.22518e-08 -2.89924e-09 -6.27233e-08 2.13989e-06 -4.11023e-07 1.53613e-08 6.33964e-08 1.85458e-08 1.2754e-07 -1.27517e-06 -4.05693e-07 1.94821e-07 -5.65767e-07 5.50057e-07 4.19141e-08 1.87939e-06 -1.45707e-06 4.7988e-06 -4.09619e-08 -9.09279e-07
internal_weight=0 3098 3078 3049 101 55 46 2948 58 2890 2861 2835 2758 77 56 2725 2686 2664 2457 207 177 153 128 106 2433 105 49 56 2328 492
internal_count=3121 3098 3078 3049 101 55 46 2948 58 2890 2861 2835 2758 77 56 2725 2686 2664 2457 207 177 153 128 106 2433 105 49 56 2328 492
is_linear=0
shrinkage=0.1


Tree=6188
num_leaves=31
num_cat=0
split_feature=44 46 1429 1426 1426 47 0 47 3 47 148 16 1 0 1452 160 150 3 13 13 0 12 3 160 42 1 39 484 484 1366
split_gain=3.96869e-08 1.04619e-07 7.33347e-08 9.04204e-08 5.50354e-08 5.23757e-08 2.38387e-07 1.0947e-06 3.68897e-07 1.31866e-07 4.92516e-08 7.93131e-08 2.74046e-07 8.28517e-08 6.44003e-08 6.8792e-08 1.58431e-07 2.20365e-07 2.68483e-07 2.65694e-07 1.25782e-07 2.48144e-07 1.43567e-07 1.0724e-07 1.12362e-07 8.57437e-08 1.73668e-07 7.49764e-08 8.52636e-08 6.63828e-08
threshold=0.084760000000000016 0.10253500000000002 -0.23752499999999996 -0.089244999999999977 -0.052649999999999995 0.092165000000000011 -0.10224499999999999 0.10678000000000001 -1.0000000180025095e-35 0.088915000000000008 -0.10665499999999999 -0.54165499999999989 0.10439500000000002 -0.23091999999999999 0.11609000000000001 0.092070000000000013 0.090480000000000019 -0.094874999999999987 -1.0000000180025095e-35 0.056795000000000005 -0.082284999999999983 0.088245000000000004 -0.076669999999999988 0.11655500000000001 0.081660000000000024 0.16540500000000002 0.11785000000000002 -0.22288999999999995 -0.14408499999999999 -0.073809999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 9 7 -7 -8 10 -6 12 -12 -13 15 25 17 19 20 -17 21 23 -22 24 -19 26 27 -15 -29 -30
right_child=1 -3 3 4 5 6 8 -9 -10 -11 11 13 -14 14 -16 16 -18 18 -20 -21 22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-6.0801834956691897e-06 8.3771801382681594e-06 -1.0924394440995196e-06 6.3827761633464519e-06 -4.243260685743075e-06 4.2278558989242558e-06 -2.6178766339057803e-05 -1.0332455969232095e-06 1.1412811270681481e-06 1.2083916971998103e-05 6.6157344037727003e-06 2.6701490850354205e-06 5.3271885326466875e-06 -9.7664274522578456e-06 5.7555349286531055e-06 5.1966082371753456e-06 1.2076616999365798e-05 5.2468597715460419e-06 -3.6485379259038783e-06 -1.4703925469141476e-05 -3.2543100202859099e-06 6.8039646900312327e-06 -1.3644618460754524e-05 -4.5178974124566938e-06 -7.7451167362596608e-06 6.6000527294818318e-06 6.5177751902670683e-06 -7.7283683123953643e-06 -6.363713048926912e-06 -5.5395959293491616e-06 2.4804155887834037e-07
leaf_weight=20 20 28 22 31 28 20 201 55 24 31 37 30 34 24 24 20 29 23 22 26 24 24 21 20 20 21 28 20 20 2174
leaf_count=20 20 28 22 31 28 20 201 55 24 31 37 30 34 24 24 20 29 23 22 26 24 24 21 20 20 21 28 20 20 2174
internal_value=0 2.85324e-06 -4.45644e-08 -5.02542e-09 -5.13902e-08 -8.07421e-09 -1.26158e-06 -6.14406e-06 3.65918e-07 1.31204e-07 5.58872e-08 1.16558e-08 -3.28539e-06 1.02742e-07 4.10355e-08 -8.14323e-09 -1.6606e-06 -2.66218e-06 -4.47633e-06 3.41131e-06 -2.77174e-06 -4.99182e-06 1.52043e-06 -1.69552e-06 1.11825e-06 1.57319e-07 9.83737e-08 1.96295e-07 1.36033e-07 1.95283e-07
internal_weight=0 48 3073 3053 3031 3000 300 75 225 2700 2669 2641 71 2570 2540 2516 229 200 154 46 132 87 45 63 43 2287 2266 2238 2214 2194
internal_count=3121 48 3073 3053 3031 3000 300 75 225 2700 2669 2641 71 2570 2540 2516 229 200 154 46 132 87 45 63 43 2287 2266 2238 2214 2194
is_linear=0
shrinkage=0.1


Tree=6189
num_leaves=31
num_cat=0
split_feature=46 46 15 15 43 15 12 133 133 133 457 96 15 16 15 12 15 15 51 13 15 0 2 3 1 39 10 9 1446 0
split_gain=3.69417e-08 4.08591e-08 3.78108e-08 2.35785e-07 5.37278e-07 1.77947e-07 9.56789e-08 1.18928e-07 1.29156e-07 1.37055e-07 7.79382e-08 6.9869e-08 6.9185e-08 3.08022e-07 1.24528e-07 2.05504e-07 1.40154e-07 1.24037e-07 3.94224e-07 2.29275e-07 1.13997e-07 2.3957e-07 6.54126e-08 1.51423e-07 1.81268e-07 6.45165e-08 1.83976e-07 1.46079e-07 6.23974e-08 6.71467e-08
threshold=0.10987500000000001 0.083550000000000013 -0.10203999999999998 -0.096999999999999989 -0.0095349999999999983 -0.10653 0.11527000000000001 -0.37971999999999995 -0.13941499999999998 -0.085499999999999979 0.057025000000000006 0.086715000000000014 -0.094549999999999981 -0.095094999999999985 -0.092489999999999989 0.085885000000000017 -0.091604999999999978 -0.088749999999999982 0.092545000000000016 -0.012119999999999997 -0.086849999999999997 -0.088544999999999985 0.092755000000000018 -0.082039999999999988 0.12082500000000002 -1.0000000180025095e-35 0.053330000000000009 1.0000000180025095e-35 0.11483500000000001 -0.086934999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 7 -1 -9 -10 11 22 13 -5 15 -14 -16 18 19 -18 21 -19 23 -11 -25 -22 27 28 29 -27
right_child=-2 -3 3 12 -6 -7 -8 8 9 10 -12 -13 14 -15 16 -17 17 20 -20 -21 25 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-6.4862911737388161e-06 4.0832955950132939e-06 -3.8317060118840474e-06 3.8562890806672468e-06 1.2679510106344033e-05 -1.5438982198439304e-05 7.5632746326764146e-06 6.3054832062334765e-06 5.9233476565024927e-06 -6.5635674012986384e-06 -9.7967834004851859e-07 -5.5569255069020165e-06 -4.8750765450850379e-06 -1.2863783867942403e-05 -4.0715890681104097e-06 6.2249899302615733e-06 -2.822943401583502e-07 -4.3238082487246429e-06 1.0776753689848799e-05 -1.3547384056827078e-05 8.1420360002084644e-06 4.910654444337035e-06 -1.3230049737621306e-06 -1.5735259450327539e-08 1.122509699785844e-05 8.2106227747510398e-07 -1.0608556261809564e-06 -9.6472070623576666e-06 7.9150725276161654e-06 -4.8740659655811253e-06 2.7617896199746221e-07
leaf_weight=27 22 28 27 21 31 36 25 38 31 55 21 21 20 23 36 37 36 30 28 25 26 36 205 34 33 490 20 23 27 1609
leaf_count=27 22 28 27 21 31 36 25 38 31 55 21 21 20 23 36 37 36 30 28 25 26 36 205 34 33 490 20 23 27 1609
internal_value=0 -2.89868e-08 5.68464e-09 -1.53836e-07 -6.4567e-06 7.7751e-07 2.78963e-07 -4.50429e-08 3.5202e-07 -1.77256e-07 3.59264e-07 7.16275e-07 -6.84513e-09 3.92325e-06 -7.76287e-08 -4.69685e-06 3.27215e-08 -6.21388e-08 -3.72397e-06 7.85144e-07 8.20022e-08 4.17689e-06 1.07535e-06 2.90874e-06 6.10072e-06 -4.11242e-08 -1.00482e-07 -1.16335e-08 -9.73881e-08 -3.59444e-08
internal_weight=0 3099 3071 2545 58 526 490 465 438 400 369 348 2487 44 2443 57 2386 2350 89 61 2261 66 327 122 67 2195 2169 2149 2126 2099
internal_count=3121 3099 3071 2545 58 526 490 465 438 400 369 348 2487 44 2443 57 2386 2350 89 61 2261 66 327 122 67 2195 2169 2149 2126 2099
is_linear=0
shrinkage=0.1


Tree=6190
num_leaves=31
num_cat=0
split_feature=46 44 1456 159 481 43 481 2 158 1456 43 1455 1456 1456 42 47 47 47 50 133 0 474 483 483 13 483 157 132 42 15
split_gain=3.48313e-08 1.13551e-07 5.8865e-08 3.74052e-08 5.30114e-08 2.26708e-07 1.01489e-07 7.44797e-08 6.49429e-08 1.1497e-07 9.14732e-08 5.35593e-08 1.19003e-07 7.67779e-08 7.10879e-08 4.98217e-08 2.32267e-07 1.23119e-07 6.36146e-08 3.73315e-07 2.6028e-07 1.22575e-07 1.03451e-07 2.97216e-07 2.39689e-07 1.66963e-07 8.51009e-08 7.0156e-08 1.65294e-07 2.42705e-07
threshold=0.084955000000000017 0.10049500000000001 0.11772000000000001 0.14765500000000001 -0.087424999999999989 -0.077604999999999993 -0.085629999999999984 0.086375000000000021 0.11245500000000001 -0.063824999999999979 -0.074359999999999996 -0.14432499999999995 -0.15308499999999997 -0.091834999999999986 0.086835000000000009 0.092165000000000011 0.09585500000000001 0.088915000000000008 -0.099524999999999988 0.090665000000000009 -0.067094999999999988 -0.45463999999999999 0.10143000000000001 0.096460000000000018 -0.077944999999999987 0.095085000000000017 0.23903500000000003 0.089365000000000014 0.093175000000000022 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -6 -1 11 -10 -11 14 -13 -14 -8 17 -17 18 19 20 -15 -20 23 25 -24 26 27 -23 29 -29
right_child=1 -3 -4 -5 6 -7 8 -9 9 10 -12 12 13 15 -16 16 -18 -19 21 -21 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=6.4498907704546585e-06 8.4127465515848592e-06 -1.5286458838764468e-06 -3.9016219031322976e-06 3.3566901754855998e-06 5.5517169902018265e-06 -9.3486289711108841e-06 -5.3232293225846664e-07 -1.9818530125286831e-06 -8.4702420281246301e-06 -4.5833058715802714e-06 4.241931372916952e-06 -5.7142297848145068e-06 6.0961890561711264e-06 -9.271086319510384e-06 7.8990432734826756e-06 -1.0242811220870444e-05 -3.1184870405809311e-07 6.2366336626864999e-06 -7.7980025571378059e-06 1.3870252612171252e-05 5.1704464200296435e-06 -8.9461473651474683e-08 1.4030915190232919e-06 1.1740203430318534e-05 -1.1272500988140496e-05 -8.6086169354550957e-06 6.4817336308243244e-06 4.2660786155224175e-06 1.0513759893910902e-05 -3.2706202156467569e-06
leaf_weight=20 20 27 39 33 33 30 20 22 25 23 24 36 21 24 20 26 250 33 20 22 26 2008 35 22 26 22 21 96 20 77
leaf_count=20 20 27 39 33 33 30 20 22 25 23 24 36 21 24 20 26 250 33 20 22 26 2008 35 22 26 22 21 96 20 77
internal_value=0 2.70173e-06 -4.12979e-08 8.30758e-09 -2.85001e-08 -2.70919e-06 3.73736e-08 2.03326e-06 -2.54408e-08 -2.99119e-06 -7.68017e-08 5.01464e-08 -2.03619e-09 7.27688e-08 3.68336e-06 2.64009e-08 -1.24737e-06 1.69778e-07 8.70144e-08 3.01488e-06 -1.76149e-06 -2.80495e-09 6.41929e-08 1.73589e-07 -3.99962e-06 6.01913e-08 1.46021e-07 8.55713e-08 1.90664e-06 9.11594e-07
internal_weight=0 47 3074 3035 3002 72 2930 42 2897 72 47 2825 2785 2749 40 2728 276 2452 2419 72 50 2347 2327 2266 61 2244 2222 2201 193 173
internal_count=3121 47 3074 3035 3002 72 2930 42 2897 72 47 2825 2785 2749 40 2728 276 2452 2419 72 50 2347 2327 2266 61 2244 2222 2201 193 173
is_linear=0
shrinkage=0.1


Tree=6191
num_leaves=31
num_cat=0
split_feature=472 1429 1429 48 147 148 447 447 1348 34 34 34 9 13 2 39 132 50 1185 1203 3 0 3 403 3 3 159 3 402 403
split_gain=3.55415e-08 8.57423e-08 3.56572e-08 3.48873e-08 3.47591e-08 1.47088e-07 6.70565e-08 5.21062e-08 5.61128e-08 3.60653e-08 9.18682e-08 6.46201e-08 1.49256e-07 2.10326e-07 1.11724e-07 2.23365e-07 3.83246e-08 9.70869e-07 4.94659e-07 1.02295e-07 3.69694e-08 1.70038e-07 1.55331e-07 1.29184e-07 9.10078e-08 1.09766e-07 2.50278e-07 3.43965e-07 2.3116e-07 3.66399e-07
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.22597999999999999 0.099230000000000013 -0.065034999999999996 0.09227500000000001 0.089635000000000006 0.086620000000000016 -0.08786999999999999 -0.084564999999999987 -0.057544999999999992 0.091600000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085530000000000009 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089165000000000008 -0.081734999999999988 0.10455500000000001 -0.082039999999999988 -0.52800499999999995 -0.082234999999999989 -0.084074999999999997 0.04105000000000001 -0.083489999999999995 0.024785000000000005 -0.53101999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 8 9 -5 -11 -12 14 -14 15 -13 17 19 -18 -16 22 23 24 -22 25 -20 27 -27 29 -29
right_child=1 2 3 4 5 -7 -8 -9 -10 10 11 12 13 -15 16 -17 18 -19 20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-3.8334163292574885e-06 6.1126682122330351e-06 -3.777040823479183e-06 -3.9527700767972756e-06 3.1958166674586315e-06 -2.3785948909650101e-06 8.7313198078349654e-06 -4.6258084386218189e-06 4.790617394380957e-06 -5.0190732839506722e-06 -6.5790042191067543e-06 4.3298302963583934e-06 1.1601166185452409e-05 1.4634276069392357e-06 -1.2378585275339152e-05 -8.9029253645170544e-08 -2.7079764890913795e-06 -1.5018801621574148e-05 2.2262493102971349e-05 -5.6567407429989725e-08 -7.5018133045324211e-06 -5.8182726300005115e-06 -7.8923903574518748e-06 6.9187608510724706e-06 2.5537104147145788e-08 -4.5002608296785276e-06 1.0932728777803394e-05 1.3149567228083472e-05 -1.4646624495071593e-05 9.3464271844823085e-06 8.8552094249886678e-08
leaf_weight=24 23 25 22 36 26 22 31 23 22 21 35 24 21 23 164 20 22 20 895 21 39 29 36 1259 39 31 20 20 20 108
leaf_count=24 23 25 22 36 26 22 31 23 22 21 35 24 21 23 164 20 22 20 895 21 39 29 36 1259 39 31 20 20 20 108
internal_value=0 2.97066e-08 -1.58067e-08 1.50332e-08 4.38708e-08 2.71345e-06 8.56492e-10 4.95087e-08 1.22282e-08 5.03572e-08 1.08607e-08 5.94858e-08 6.3154e-09 -5.77217e-06 9.82031e-08 5.09701e-06 1.74292e-08 1.33225e-06 -8.96153e-08 -9.3048e-07 4.19721e-08 -3.19247e-07 4.52013e-07 -1.50047e-07 2.46538e-07 4.15757e-07 2.54003e-06 1.3546e-06 -6.51624e-07 -2.21382e-06
internal_weight=0 3097 3074 3049 3027 48 2979 2948 2925 2903 2867 2846 2811 44 2767 44 2723 205 2518 185 2496 1327 1169 1298 1133 1094 199 179 148 128
internal_count=3121 3097 3074 3049 3027 48 2979 2948 2925 2903 2867 2846 2811 44 2767 44 2723 205 2518 185 2496 1327 1169 1298 1133 1094 199 179 148 128
is_linear=0
shrinkage=0.1


Tree=6192
num_leaves=31
num_cat=0
split_feature=1373 150 1374 447 457 43 1375 1366 4 157 13 133 133 13 12 3 1447 1447 160 479 160 13 43 3 4 160 0 2 1212 1210
split_gain=3.11344e-08 1.14813e-07 9.71887e-08 3.90363e-08 6.78919e-08 7.4309e-08 4.20997e-08 5.49287e-08 4.20753e-08 4.79242e-08 4.1861e-08 3.05913e-07 3.33226e-07 1.2634e-07 3.94454e-07 2.41307e-07 1.19326e-07 2.24832e-07 3.51843e-07 2.26399e-07 1.50585e-07 1.00627e-07 2.65141e-07 2.30157e-07 3.47536e-07 2.98486e-07 1.81216e-07 1.57392e-07 3.11026e-07 6.57787e-07
threshold=-1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.10326500000000001 0.098180000000000003 -0.052894999999999991 -0.085004999999999983 -0.087024999999999977 -0.58204499999999992 -0.5188649999999998 -0.084034999999999985 0.11524500000000001 0.10622000000000002 -0.083254999999999982 0.088725000000000012 -0.083344999999999989 -0.086359999999999978 -0.080594999999999986 -0.022194999999999996 0.10713500000000002 -0.53908999999999996 -0.087324999999999986 -0.0082299999999999995 -0.086274999999999977 -0.016304999999999997 -0.090484999999999996 -0.085804999999999979 0.084885000000000002 -0.089544999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 -8 -9 -10 11 12 21 14 15 -12 -15 18 -18 20 -19 27 23 26 -25 -26 -23 -11 -29 -30
right_child=1 -3 3 -5 5 -7 7 8 9 10 13 -13 -14 16 -16 -17 17 19 -20 -21 -22 22 -24 24 25 -27 -28 28 29 -31
leaf_value=-3.4460088814879647e-06 -6.64646033163246e-06 7.0679544078104854e-06 3.7156860872205618e-06 4.2211379753677075e-06 2.0722927729366347e-07 -8.2052881474564418e-06 5.2341058585625437e-06 4.1455307927170306e-06 -4.7083760447011718e-06 2.3569419020205084e-06 2.2630848106204708e-06 -1.2538396445701699e-05 1.2434078562364449e-05 5.7820951421187299e-06 -7.128010711312527e-06 1.6912351676855118e-05 -1.5330741177876916e-05 -7.8505130507740731e-06 1.9775269957671814e-06 1.0001734990114726e-05 1.2143642216339993e-07 -1.3219767373811919e-05 -1.3149037918732836e-05 9.8700242645577418e-06 5.1995307494041461e-06 -5.5619362079165801e-06 -1.0545286310540784e-06 8.6319610272767035e-06 -1.9586210069064694e-05 -9.0441345139928927e-07
leaf_weight=26 22 23 31 22 21 21 20 24 22 196 22 21 20 36 20 23 24 24 23 23 1863 25 21 32 39 76 24 30 20 327
leaf_count=26 22 23 31 22 21 21 20 24 22 196 22 21 20 36 20 23 24 24 23 23 1863 25 21 32 39 76 24 30 20 327
internal_value=0 2.8953e-08 -2.37478e-08 2.40225e-08 -6.4717e-09 -3.99903e-06 4.96862e-08 1.12273e-08 -2.4363e-08 -5.87421e-08 -2.33347e-08 -6.22371e-07 -3.13437e-07 2.1855e-07 4.5571e-06 9.75049e-06 7.70519e-08 -2.78953e-08 -6.86074e-06 1.40243e-07 2.00444e-08 -6.36159e-07 -2.47013e-06 -1.32596e-06 6.52485e-07 -1.9124e-06 -7.26128e-06 5.83805e-08 -1.13663e-06 -1.98117e-06
internal_weight=0 3095 3072 3050 3028 42 2986 2955 2935 2911 2889 831 810 2058 65 45 1993 1957 47 1910 1887 790 217 196 147 115 49 573 377 347
internal_count=3121 3095 3072 3050 3028 42 2986 2955 2935 2911 2889 831 810 2058 65 45 1993 1957 47 1910 1887 790 217 196 147 115 49 573 377 347
is_linear=0
shrinkage=0.1


Tree=6193
num_leaves=31
num_cat=0
split_feature=402 401 1213 12 1213 1213 394 403 42 1209 52 1209 1210 403 401 0 403 15 1176 402 403 12 402 12 1213 4 1213 12 160 2
split_gain=3.47186e-08 4.3996e-08 4.16429e-08 1.45947e-07 8.40238e-08 5.09486e-08 1.02432e-07 3.47671e-08 2.35999e-07 4.46391e-08 4.41686e-07 1.09525e-07 8.73546e-08 8.84527e-08 5.32141e-08 2.94915e-07 1.34925e-07 1.14533e-07 3.46179e-08 4.48242e-08 1.31491e-07 1.24001e-07 9.43495e-08 6.81283e-08 4.1466e-08 8.31126e-08 7.97028e-08 1.66272e-07 4.87862e-08 2.14518e-07
threshold=0.31278000000000006 0.13699500000000003 0.13636500000000004 0.095175000000000023 0.31607500000000005 0.11076500000000002 0.15288500000000002 -0.5492149999999999 0.091205000000000008 -0.084519999999999984 0.08709500000000002 -0.067109999999999989 -0.13847499999999999 -0.53255499999999989 -1.0000000180025095e-35 -0.072594999999999979 -0.44023999999999991 0.095175000000000023 0.087330000000000019 0.10645 0.11447500000000001 0.093535000000000021 0.099740000000000009 0.088305000000000008 -0.09411499999999999 -0.080924999999999983 -0.086394999999999986 0.085440000000000016 -0.54913999999999985 0.085515000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 7 8 -1 10 -9 -11 -13 -14 15 17 -16 -15 19 22 -21 23 24 -22 25 -18 27 -26 29 -28
right_child=-2 -3 3 -5 -6 -7 -8 9 -10 11 -12 12 13 14 16 -17 18 -19 -20 20 21 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-3.734277110057659e-06 4.0523336164845936e-06 -4.4834880430822861e-06 3.6808357956867137e-06 8.7665109883043147e-06 -4.3825621186702591e-06 -4.0871572694765834e-06 6.6355903942641575e-06 5.8293759029591179e-06 1.0518779423104466e-05 7.3179824926228323e-06 -1.3194726510025999e-05 5.7767316902754836e-06 -6.4766031414364992e-06 -2.8485375127195808e-06 6.993760204447124e-06 -1.1292253541866489e-05 5.9658147957719622e-06 7.2438865551951257e-06 3.8397319188602939e-06 -7.1690362619847296e-06 1.3855042728512977e-06 6.9900875905659631e-06 5.8189711243930677e-06 -6.1493221020706803e-06 -8.4135300560526293e-06 -1.4255467626636064e-06 1.1051776214117126e-05 2.9690114973033945e-06 -1.6904803983308626e-07 -2.150338346496028e-06
leaf_weight=26 21 22 24 24 28 31 23 26 21 20 23 25 22 23 27 26 32 22 22 35 24 20 27 24 33 29 20 21 2368 32
leaf_count=26 21 22 24 24 28 31 23 26 21 20 23 25 22 23 27 26 32 22 22 35 24 20 27 24 33 29 20 21 2368 32
internal_value=0 -2.74534e-08 4.39615e-09 2.31611e-06 -6.60994e-07 -5.41283e-08 -1.20469e-08 -6.39111e-08 2.63411e-06 -1.07623e-07 -3.1003e-06 -5.62055e-08 -1.08283e-07 -1.60697e-07 -1.10805e-07 -2.81337e-06 -4.01037e-08 2.08554e-06 -1.10783e-07 -1.43395e-07 -2.1888e-06 3.74561e-07 -6.11635e-08 -2.38191e-06 -1.23792e-07 2.45189e-06 -1.87299e-07 -3.98699e-06 -1.02513e-07 2.9274e-06
internal_weight=0 3100 3078 76 52 3002 2971 2948 47 2901 49 2852 2832 2807 2785 71 2714 45 2687 2665 103 68 2562 48 2535 61 2474 54 2420 52
internal_count=3121 3100 3078 76 52 3002 2971 2948 47 2901 49 2852 2832 2807 2785 71 2714 45 2687 2665 103 68 2562 48 2535 61 2474 54 2420 52
is_linear=0
shrinkage=0.1


Tree=6194
num_leaves=31
num_cat=0
split_feature=1211 1211 401 401 402 402 401 1208 1208 402 1210 402 1210 129 0 15 130 129 12 12 3 129 1209 2 1186 394 132 50 1211 399
split_gain=3.26526e-08 7.50742e-08 4.55438e-08 1.32769e-07 6.36606e-08 2.06553e-07 3.98356e-08 3.70831e-08 6.91531e-08 6.86938e-08 9.91247e-08 6.4321e-08 7.4223e-08 4.20543e-08 1.55767e-07 1.0433e-07 2.97808e-07 1.32524e-07 1.12086e-07 1.90075e-07 1.33118e-07 1.06941e-07 8.27164e-08 3.91355e-07 5.11468e-08 2.13667e-07 1.2483e-07 1.34279e-06 9.85708e-07 6.58328e-08
threshold=0.11716500000000001 0.13003000000000001 -0.46360499999999999 -0.13200999999999999 -0.45454999999999995 -0.41103999999999991 0.13729500000000003 0.11531000000000001 0.10233500000000001 0.23460000000000003 -0.13847499999999999 -0.10435999999999998 -0.090569999999999998 0.084115000000000009 -0.14454499999999995 -0.068899999999999975 0.09290000000000001 0.088375000000000023 0.090020000000000017 0.088725000000000012 -0.086869999999999989 0.091505000000000017 -0.065739999999999979 0.084715000000000013 0.060550000000000007 -0.09139499999999999 -0.083284999999999984 0.092705000000000023 0.097205000000000014 0.091895000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 7 8 9 10 -7 -12 -13 22 -15 16 21 -17 19 -19 -20 -16 23 -14 26 -26 27 29 -28 -24
right_child=1 -3 3 4 5 6 -8 -9 -10 -11 11 12 13 14 15 17 -18 18 20 -21 -22 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=-4.1314721076762202e-06 6.0172507119204965e-06 -1.5221037028823048e-06 6.3022469834267575e-06 4.6705649002173495e-06 -9.5599526274455734e-06 6.95893780402912e-06 3.8504307037958193e-06 -4.0807182496950111e-06 4.7268059204460167e-06 -5.6657873771696771e-06 5.1608725490713492e-06 -6.2191870040351209e-06 -1.4510831984311651e-05 9.3724922321382038e-06 5.8291300704765423e-06 9.5387390892653912e-06 -1.3092040664730576e-05 1.3517175143791081e-06 9.5841453403409113e-06 -1.0089455520869706e-05 -2.9611571638573272e-07 -2.539520204590116e-06 4.9803784406306911e-07 2.2485562794827273e-06 3.0174477060995744e-06 -8.8209417636760683e-06 -6.9792211880593456e-08 2.6893336764715061e-05 -2.2369750997768278e-05 -4.3730638067371625e-06
leaf_weight=27 28 25 33 28 23 20 26 23 30 22 23 20 22 21 26 20 20 53 25 20 30 37 121 38 30 31 2223 20 20 36
leaf_count=27 28 25 33 28 23 20 26 23 30 22 23 20 22 21 26 20 20 53 25 20 30 37 121 38 30 31 2223 20 20 36
internal_value=0 2.46095e-06 -4.2507e-08 -6.20251e-09 -7.54109e-08 -1.20004e-07 -4.65786e-08 -8.11478e-08 -4.95143e-08 -9.93022e-08 -5.64231e-08 -1.05897e-07 -1.4896e-07 -1.05492e-07 1.12668e-06 3.77061e-07 -2.46079e-06 1.96856e-06 7.85719e-07 -1.78285e-06 4.19491e-06 9.14208e-07 -2.27691e-07 -3.89655e-06 -1.38964e-07 -2.99878e-06 -6.68777e-08 2.48982e-06 -2.68633e-07 -6.18903e-07
internal_weight=0 53 3068 3041 3008 2980 2957 2931 2908 2878 2856 2836 2813 2793 252 231 83 148 128 73 55 63 2541 60 2481 61 2420 177 2243 157
internal_count=3121 53 3068 3041 3008 2980 2957 2931 2908 2878 2856 2836 2813 2793 252 231 83 148 128 73 55 63 2541 60 2481 61 2420 177 2243 157
is_linear=0
shrinkage=0.1


Tree=6195
num_leaves=31
num_cat=0
split_feature=132 1185 50 393 1213 42 42 403 1213 12 1186 391 400 1210 16 1212 3 2 12 42 1209 403 48 48 42 42 42 1 48 13
split_gain=3.77667e-08 1.97231e-07 9.00206e-08 9.08897e-08 3.56642e-08 1.56328e-07 5.29665e-07 3.98261e-07 6.3709e-08 5.98364e-08 4.55669e-08 8.84738e-08 3.4916e-08 6.25471e-08 3.26251e-07 8.06166e-07 4.53607e-07 5.10214e-07 3.57396e-07 7.52366e-07 3.15311e-07 6.31037e-08 3.68358e-08 1.18506e-07 7.37646e-08 1.45803e-07 1.04994e-07 1.15691e-07 2.86165e-07 3.51811e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.09227500000000001 0.10483000000000002 0.093235000000000026 0.090990000000000015 0.095185000000000006 -0.50388999999999984 0.12955000000000003 0.090545000000000014 -0.089559999999999987 -0.086514999999999981 -0.39724499999999996 -0.00046999999999999993 -0.092484999999999984 -0.089544999999999986 -0.079594999999999985 0.089885000000000007 0.09141500000000001 0.087075000000000014 0.087485000000000021 -0.53255499999999989 0.10061000000000002 0.097500000000000017 0.093775000000000011 0.10194000000000002 0.087505000000000013 0.099660000000000012 0.12649500000000002 -0.0095349999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 10 7 -7 -6 -9 -10 -3 -12 -13 14 -14 -16 17 18 19 20 -17 -15 23 -23 26 -26 27 -24 29 -29
right_child=1 4 -4 -5 5 6 -8 8 9 -11 11 12 13 21 15 16 -18 -19 -20 -21 -22 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=4.0076018554904605e-07 9.7523097273161915e-06 -4.3922620894439514e-06 -6.2554479764883355e-06 -6.0669411868730093e-06 -1.3336920717392785e-05 1.8658777644304795e-05 -2.4948444394700848e-06 6.4546389344960293e-06 4.0387101266374385e-06 -3.2560957665934797e-06 6.4499067125975026e-06 -4.2288788381483756e-06 -8.8560232388072811e-06 -4.4542135962983066e-06 2.2063241057423966e-05 -8.8365105140534688e-06 -9.6801063453753926e-06 1.7720852337431228e-05 -7.991549587028534e-06 1.9575145607513664e-05 6.7261247339877672e-06 -1.6720938664126479e-07 -1.8793485393026846e-06 -7.0918971432547555e-06 -7.6373663808646186e-06 2.3105649200474815e-06 8.8774331993590765e-06 1.0791516793371716e-06 -1.5125182307848753e-06 1.9213836849303335e-05
leaf_weight=166 21 24 31 25 20 20 29 27 22 23 21 20 26 34 20 30 33 21 33 23 23 2159 70 25 26 34 20 23 52 20
leaf_count=166 21 24 31 25 20 20 29 27 22 23 21 20 26 34 20 30 33 21 33 23 23 2159 70 25 26 34 20 23 52 20
internal_value=0 9.62662e-08 -1.25706e-06 -4.45798e-07 2.58087e-08 1.57676e-06 6.13929e-06 -8.5328e-07 2.6144e-06 3.10254e-07 -5.40906e-08 -1.57139e-08 -6.61515e-08 -3.49933e-08 1.62591e-06 3.11515e-06 7.90228e-07 3.44808e-06 6.98282e-07 4.4715e-06 -2.08291e-06 -1.75931e-07 -1.16045e-07 -2.46476e-07 1.04665e-06 -2.00021e-06 2.03481e-06 1.20541e-06 3.47838e-06 9.51389e-06
internal_weight=0 2899 222 191 2878 141 49 92 72 45 2737 2713 2692 2672 209 183 163 130 109 76 53 2463 2429 2184 245 60 185 165 95 43
internal_count=3121 2899 222 191 2878 141 49 92 72 45 2737 2713 2692 2672 209 183 163 130 109 76 53 2463 2429 2184 245 60 185 165 95 43
is_linear=0
shrinkage=0.1


Tree=6196
num_leaves=31
num_cat=0
split_feature=1212 401 1212 401 403 401 132 394 15 1186 1213 42 133 1213 16 43 1212 1212 1210 402 1210 401 1208 401 391 133 2 129 1212 403
split_gain=3.66543e-08 5.69578e-08 4.46953e-08 5.16966e-08 7.43698e-08 5.58347e-08 3.68818e-08 1.71609e-07 8.48097e-08 6.25828e-08 4.15667e-08 3.99214e-08 6.49234e-08 5.9364e-08 5.17969e-08 4.36042e-08 3.40412e-08 1.45834e-07 1.25968e-07 2.61055e-07 9.60337e-08 6.28782e-08 5.09277e-08 5.15971e-08 1.37152e-07 6.97103e-08 9.78461e-08 6.55669e-08 5.04971e-08 4.71111e-08
threshold=-0.53159999999999996 0.13729500000000003 0.15049500000000002 0.11769000000000002 0.49982500000000007 0.11336 -0.083174999999999985 0.11233000000000001 0.092400000000000024 0.049580000000000006 0.086260000000000017 -0.021469999999999996 -0.40071499999999999 -0.0074849999999999995 -0.082039999999999988 -0.0087399999999999995 -0.09386499999999999 -0.08867499999999999 -0.099939999999999987 0.0043800000000000011 -0.083289999999999989 1.0000000180025095e-35 0.11846000000000001 0.10632500000000002 -0.086319999999999994 -0.49970500000000001 0.089775000000000008 -0.04689999999999999 -0.063924999999999996 -0.54448499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 8 16 9 10 11 12 14 -14 -2 -13 21 -18 19 -19 -20 -8 23 24 -22 26 -26 -27 -29 -30
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 -12 15 13 -15 -16 -17 17 18 20 -21 22 -23 -24 -25 25 27 -28 28 29 -31
leaf_value=-4.2672801862408959e-06 -2.3433594874818071e-06 4.9854028317065021e-06 -4.5007205495101678e-06 7.9061162841753686e-06 -7.1767850471360364e-07 -5.2906999644619645e-06 5.0237185744705926e-07 9.3373838467414323e-06 -7.4562906206665509e-06 -5.7688152375184086e-06 3.8743217280294102e-06 -2.2507564654006276e-06 -1.080793504115718e-07 -7.1415707805044808e-06 4.6881769287665526e-06 3.5728513965851664e-06 8.5988693990657344e-06 -1.3648966173605004e-05 5.558203988442756e-06 2.314709531890999e-06 -7.8971845224176914e-06 -6.268792013012596e-06 4.837632290714696e-06 4.8281814356827953e-06 7.7750249101040098e-06 5.3959810967088833e-06 -1.4533197202126759e-06 3.9904120027737621e-06 3.1434414259082549e-06 -1.960018028853861e-07
leaf_weight=20 22 23 22 20 20 20 32 20 20 21 24 20 20 30 20 36 20 20 32 21 22 24 22 22 27 22 20 30 43 2406
leaf_count=20 22 23 22 20 20 20 32 20 20 21 24 20 20 30 20 36 20 20 32 21 22 24 22 22 27 22 20 30 43 2406
internal_value=0 2.75225e-08 -9.52472e-09 2.28072e-08 3.59422e-06 -2.4559e-08 1.05955e-08 1.07662e-07 -1.25765e-06 -6.153e-07 1.39079e-08 -6.12105e-07 -1.89347e-06 -4.32817e-06 1.00499e-06 1.49299e-06 4.08524e-08 9.13373e-08 2.80137e-08 -5.47245e-06 1.13244e-07 -2.39956e-06 4.65879e-08 5.92315e-09 -3.53569e-08 3.25239e-08 3.84807e-06 -3.91797e-08 -8.74143e-08 -1.37367e-07
internal_weight=0 3101 3078 3056 40 3016 2996 2783 213 193 172 148 92 50 42 56 2763 2707 2687 41 2646 56 2614 2592 2570 2548 47 2501 2479 2449
internal_count=3121 3101 3078 3056 40 3016 2996 2783 213 193 172 148 92 50 42 56 2763 2707 2687 41 2646 56 2614 2592 2570 2548 47 2501 2479 2449
is_linear=0
shrinkage=0.1


Tree=6197
num_leaves=31
num_cat=0
split_feature=401 1213 3 1212 1211 401 402 1213 401 133 1186 42 132 1203 399 50 129 403 1209 484 481 1213 1213 12 12 15 402 16 42 42
split_gain=3.79375e-08 4.12156e-08 1.35934e-07 7.56589e-08 3.65621e-08 5.14776e-08 1.12736e-07 4.61235e-08 5.16152e-08 1.40611e-07 5.5094e-08 9.13665e-08 4.48153e-08 1.43443e-06 1.26845e-06 1.84175e-07 5.62927e-08 4.89394e-08 2.86523e-07 2.51755e-07 4.53654e-07 2.45628e-07 2.33011e-07 9.10385e-08 3.62744e-07 2.72965e-07 1.92813e-07 1.60558e-07 2.86735e-07 2.31747e-07
threshold=0.13837000000000002 0.18587500000000004 -0.077354999999999993 0.11473500000000002 0.11716500000000001 -0.46360499999999999 -0.45454999999999995 0.11076500000000002 -0.13200999999999999 0.51114000000000004 -0.087469999999999978 -0.016354999999999998 -0.083284999999999984 0.089480000000000018 0.091580000000000009 0.093975000000000017 -0.08133 -0.0047449999999999992 -0.065739999999999979 -0.081614999999999979 -0.081614999999999979 -0.090324999999999989 -0.082414999999999974 0.093535000000000021 0.096075000000000008 0.089740000000000014 -0.064959999999999976 -0.079109999999999986 0.088575000000000015 0.08733500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -7 8 -8 10 11 -10 13 15 16 -12 -14 19 -19 -18 -21 -22 -23 25 -25 27 -26 29 -29 -24
right_child=-2 2 -4 -5 -6 6 7 -9 9 -11 12 -13 14 -15 -16 -17 17 18 -20 20 21 22 23 24 26 -27 -28 28 -30 -31
leaf_value=-4.670371646398053e-06 -4.2360354633447494e-06 3.0806660631172309e-06 9.1522837795396516e-06 -4.9895023992229697e-06 3.7825224135303871e-06 6.0787792464604238e-06 4.310296413610491e-06 -3.9194061188144616e-06 -3.8549641734183151e-07 -8.0465188396126244e-06 -3.4683641610636311e-07 8.0989446675258389e-06 4.5563670916500862e-06 2.6730851741376684e-05 -2.4098881046732212e-05 -1.0354173744937206e-05 -9.223758076151843e-06 -1.1327893725652046e-05 -1.0666048771908829e-07 1.4864790470407267e-05 8.79047660927266e-06 -7.3971460592358015e-06 -3.5200519988620726e-07 -1.373309939367573e-05 7.0712905047306166e-06 9.8690677027156616e-06 -3.5831694555911652e-06 7.8739786911480936e-07 -1.3603103051309517e-05 9.5034032229330707e-06
leaf_weight=24 21 26 21 21 25 30 27 31 30 22 148 22 27 20 22 21 23 23 2137 24 34 39 80 20 33 36 35 45 20 34
leaf_count=24 21 26 21 21 25 30 27 31 30 22 148 22 27 20 22 21 23 23 2137 24 34 39 80 20 33 36 35 45 20 34
internal_value=0 2.86857e-08 2.46347e-06 -5.25154e-07 -2.59203e-08 -5.75834e-08 -2.04708e-08 -8.2434e-08 -4.17269e-08 -8.23158e-08 -2.13299e-08 3.20407e-06 -8.07843e-08 1.4066e-06 -1.87591e-07 -1.59035e-06 1.39598e-08 -3.35218e-08 -2.26146e-07 9.50091e-07 1.53509e-06 6.84255e-07 -1.21627e-07 8.14826e-07 -1.89455e-06 1.92378e-06 1.58738e-06 3.25844e-07 -3.64045e-06 2.58733e-06
internal_weight=0 3100 68 47 3032 3007 2983 2953 2922 2895 2873 52 2821 189 2632 169 2610 2583 2160 423 400 376 342 303 88 215 68 179 65 114
internal_count=3121 3100 68 47 3032 3007 2983 2953 2922 2895 2873 52 2821 189 2632 169 2610 2583 2160 423 400 376 342 303 88 215 68 179 65 114
is_linear=0
shrinkage=0.1


Tree=6198
num_leaves=31
num_cat=0
split_feature=130 1 9 46 46 1426 15 2 1426 1 1 1 15 1 3 3 156 1 15 1 376 456 147 456 150 42 150 1429 2 42
split_gain=3.25278e-08 5.69083e-08 4.25231e-08 3.79061e-08 7.02442e-08 3.57196e-08 4.5874e-08 6.5401e-08 4.05047e-08 3.77394e-08 1.18236e-07 1.11723e-07 6.14258e-08 4.79114e-08 4.46078e-08 1.5342e-07 1.5331e-07 2.4621e-07 1.55281e-07 6.48058e-08 9.59887e-08 6.30409e-08 7.21782e-08 7.21952e-08 1.22916e-07 8.31672e-08 6.85999e-08 2.24506e-07 4.09812e-07 7.303e-07
threshold=-0.23123999999999997 0.16540500000000002 -0.092939999999999981 0.10987500000000001 0.083550000000000013 -0.089244999999999977 0.17980000000000004 0.10381000000000001 -0.052649999999999995 0.13686500000000004 0.13436000000000001 0.13842500000000005 -0.13843999999999998 0.14627000000000004 0.11658 0.10732000000000001 0.083635000000000015 0.10727500000000002 -0.083359999999999976 0.12656000000000003 0.087010000000000018 -0.11319999999999998 0.092070000000000013 -0.085409999999999986 0.11213000000000002 0.091295000000000015 0.088135000000000005 0.083715000000000026 0.090935000000000016 0.084635000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 -8 -7 10 14 -11 13 -13 15 19 17 -16 -19 20 21 -10 23 -23 26 -26 -25 28 29 -28
right_child=1 -3 3 -5 -6 6 7 -9 9 11 -12 12 -14 -15 16 -17 -18 18 -20 -21 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=3.7467641564232864e-06 4.6083472295777033e-06 -4.5987597837261599e-06 3.7627053879987215e-06 4.2161779804571002e-06 -5.1249581937790267e-06 -3.7361820401808174e-06 7.2012421447825985e-06 -6.0074590609557083e-07 -5.4989163713582375e-06 -8.2221486650269071e-06 7.6925561643292905e-06 4.4272694641880787e-06 -4.0733672919183547e-06 -1.001374967263719e-06 -6.0295897926520274e-06 -7.9086843943514392e-06 9.8429921990828007e-06 5.2090824081258485e-07 1.0621431014758698e-05 -4.0834148310937173e-06 5.6471942328547208e-06 5.9345042609493252e-06 5.4606980730416886e-06 -1.1553007590888746e-07 -8.0708801561968357e-06 2.8083120793910766e-08 2.52914527490724e-05 -4.0388625979846294e-06 -2.5931245840478667e-06 -4.4356647777021867e-09
leaf_weight=23 20 27 25 21 27 30 21 22 21 22 20 29 30 37 39 25 20 45 23 39 30 20 24 2307 32 21 21 38 37 25
leaf_count=23 20 27 25 21 27 30 21 22 21 22 20 29 30 37 39 25 20 45 23 39 30 20 24 2307 32 21 21 38 37 25
internal_value=0 -2.78255e-08 1.23618e-08 -1.77659e-08 -4.71101e-08 -1.45511e-09 -3.30548e-08 3.20953e-06 -8.05612e-08 -4.28095e-08 3.13552e-08 -1.79448e-06 -3.2147e-07 1.38394e-06 -2.40204e-08 -1.12085e-07 1.80661e-06 3.04484e-07 3.93726e-06 -3.75475e-08 2.37059e-08 -4.25567e-08 2.82288e-09 -4.95518e-08 -9.77908e-08 -4.86186e-06 6.20237e-09 2.32717e-06 5.24174e-06 1.15437e-05
internal_weight=0 3098 3071 3051 3030 3003 2978 43 2935 2905 2787 118 96 66 2767 2640 127 107 68 2615 2576 2546 2525 2501 2481 53 2428 121 83 46
internal_count=3121 3098 3071 3051 3030 3003 2978 43 2935 2905 2787 118 96 66 2767 2640 127 107 68 2615 2576 2546 2525 2501 2481 53 2428 121 83 46
is_linear=0
shrinkage=0.1


Tree=6199
num_leaves=31
num_cat=0
split_feature=132 393 1203 51 51 12 4 12 2 4 52 52 0 43 51 1209 1446 10 16 42 472 14 157 4 1425 1452 12 12 16 1456
split_gain=3.13241e-08 1.58076e-07 1.1702e-07 2.98594e-08 1.48769e-07 1.34074e-07 6.61597e-07 4.77971e-07 1.22045e-07 1.62467e-07 1.63463e-07 1.61145e-07 1.00514e-07 8.51625e-08 1.77967e-07 8.48287e-08 7.02566e-08 7.14662e-08 5.91502e-07 5.79806e-07 6.94005e-08 5.92585e-08 2.1063e-07 1.401e-07 9.81783e-08 5.81447e-08 7.55807e-08 2.33457e-07 1.50472e-07 6.3139e-08
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 0.094075000000000006 0.090560000000000015 0.088245000000000004 -0.077999999999999986 0.08598500000000002 0.085235000000000019 0.033845000000000007 -0.07167999999999998 -0.023194999999999997 -0.07384499999999998 -0.011244999999999998 0.11444000000000001 0.11495000000000001 0.11483500000000001 -0.011559999999999999 -0.056919999999999991 0.084755000000000011 -0.38234499999999999 -0.31455999999999995 -0.21914999999999998 0.51164000000000009 0.095135000000000011 0.11396500000000002 0.12757000000000002 0.11650500000000001 -0.23935499999999996 0.11510000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 15 7 -7 8 -5 10 -10 -12 -13 14 -8 16 17 18 19 -2 -19 23 -23 -22 25 26 27 29 -28 -24
right_child=1 -3 -4 5 -6 6 13 -9 9 -11 11 12 -14 -15 -16 -17 -18 20 -20 -21 21 22 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-2.9051968704735397e-07 -2.1056208551390624e-05 8.7322633156699821e-06 -7.3148960079076166e-06 -5.2067134464987952e-06 -6.2992949096951634e-06 1.6125896828241589e-05 -9.7451875800206021e-06 -1.5107693208110939e-05 1.0359011987475242e-05 -4.6727453921518574e-06 -6.0372741074843368e-06 9.5970109544974882e-06 2.3917319182942268e-07 3.8468999313425099e-06 7.4619114565259644e-07 4.8240916625117177e-06 -5.3396275616250934e-06 -5.7723812051335698e-06 8.4066314937650358e-06 -7.3019957053727728e-07 8.8008128561621294e-06 -9.2595455403928408e-06 -4.9621012986228613e-08 -7.2562108181722058e-07 6.9638714280916333e-06 5.2100819409226709e-06 -1.047790598931897e-05 9.7354295940021993e-06 1.1592997034313157e-06 4.4963003735956006e-06
leaf_weight=195 23 21 27 26 38 31 22 21 30 26 20 22 24 35 61 36 25 20 31 36 26 24 2119 38 21 22 20 25 25 31
leaf_count=195 23 21 27 26 38 31 22 21 30 26 20 22 24 35 61 36 25 20 31 36 26 24 2119 38 21 22 20 25 25 31
internal_value=0 8.76608e-08 -1.14484e-06 2.45834e-08 -8.89409e-08 9.38489e-07 3.12529e-06 -9.89516e-07 1.01374e-06 2.33941e-06 4.23853e-06 1.4565e-06 4.71466e-06 -2.90127e-07 -2.03466e-06 4.63308e-09 -6.5158e-08 -1.15774e-08 -2.77749e-06 -8.6539e-06 9.34131e-08 1.43314e-07 5.93277e-08 3.14449e-06 1.58158e-07 9.44114e-08 4.37155e-08 1.27643e-07 -4.01279e-06 1.59248e-08
internal_weight=0 2899 222 2878 2560 318 149 169 148 122 96 66 46 118 83 2522 2486 2461 90 59 2371 2351 2287 64 2263 2242 2220 2175 45 2150
internal_count=3121 2899 222 2878 2560 318 149 169 148 122 96 66 46 118 83 2522 2486 2461 90 59 2371 2351 2287 64 2263 2242 2220 2175 45 2150
is_linear=0
shrinkage=0.1


Tree=6200
num_leaves=31
num_cat=0
split_feature=40 4 1208 1208 1208 1209 1212 42 12 0 1212 12 1212 42 42 52 42 483 43 42 133 13 13 16 13 42 42 156 156 1428
split_gain=3.19149e-08 7.16681e-08 3.21066e-08 4.66074e-08 5.1645e-08 7.73251e-08 4.26316e-08 2.43643e-07 6.01512e-07 6.20519e-07 3.53508e-07 6.08234e-08 6.05769e-08 3.88815e-08 1.88697e-07 1.20922e-07 1.14348e-07 8.33705e-08 9.00295e-08 2.78471e-07 2.19816e-07 1.11065e-07 3.51186e-07 9.65499e-08 9.43183e-08 6.47665e-08 1.33184e-07 6.95247e-08 6.38015e-08 1.44988e-07
threshold=-0.24620999999999996 0.63556000000000001 0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.092099999999999987 -0.070754999999999985 0.087505000000000013 0.085635000000000003 -0.083804999999999977 -0.095139999999999988 0.092255000000000018 -0.009474999999999999 0.097640000000000018 0.096450000000000022 -0.24164999999999998 0.095885000000000012 0.10321500000000002 0.055925000000000009 0.10755000000000002 0.26753000000000005 -0.073839999999999975 -0.061684999999999997 -0.080509999999999984 -0.080519999999999994 0.095185000000000006 0.094365000000000018 0.3248100000000001 0.098195000000000018 -0.020064999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 -10 11 -9 -8 14 16 -15 25 18 20 -20 21 24 -23 -21 -17 26 27 28 29 -14
right_child=1 -3 -4 -5 -6 6 12 10 9 -11 -12 -13 13 15 -16 17 -18 -19 19 23 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.9818668028601683e-06 5.1859569637223292e-06 -5.8477427298190125e-06 -3.9795981501811188e-06 4.2560032699594345e-06 -3.9304352619431233e-06 1.3050613861489711e-05 4.0000120908445794e-06 2.8830119981648748e-06 -1.357383619815522e-05 7.010969510348433e-06 -1.6940266106671299e-05 -4.5157073182053863e-06 -7.9237054184962588e-06 6.9064957273212713e-06 -7.8545283676864914e-06 3.149833416596506e-07 6.8653527705464514e-06 5.8108545501384545e-06 1.2469632698531271e-05 3.2974198936298148e-06 -9.6254118643303505e-06 1.3694717877331728e-05 -1.8600908159451719e-06 -3.993220180011402e-06 -7.501466978309369e-06 -5.1348663200769804e-06 6.1955511682754156e-06 -5.7034860012870265e-06 1.9184331268532191e-06 -1.0800209400512819e-07
leaf_weight=20 29 21 20 26 33 31 39 20 32 27 21 25 24 32 31 38 24 26 21 34 28 21 47 39 26 25 34 22 153 2152
leaf_count=20 29 21 20 26 33 31 39 20 32 27 21 25 24 32 31 38 24 26 21 34 28 21 47 39 26 25 34 22 153 2152
internal_value=0 -2.56699e-08 1.40261e-08 4.01282e-08 4.00005e-09 4.72644e-08 -2.87761e-09 -1.61202e-06 1.77225e-06 -4.15367e-06 -6.22694e-06 -1.22739e-06 8.62654e-08 3.1301e-08 -1.01822e-07 1.08306e-06 -3.08148e-09 4.1752e-07 -1.34553e-07 2.32169e-06 -1.5776e-06 1.29515e-07 2.9436e-06 -5.9758e-07 -2.86045e-06 -7.14808e-08 -1.84055e-08 -1.08271e-07 -5.54183e-08 -1.94205e-07
internal_weight=0 3101 3080 3060 3034 3001 2972 156 90 59 66 45 2816 2777 2465 312 2434 280 254 94 160 132 68 73 64 2410 2385 2351 2329 2176
internal_count=3121 3101 3080 3060 3034 3001 2972 156 90 59 66 45 2816 2777 2465 312 2434 280 254 94 160 132 68 73 64 2410 2385 2351 2329 2176
is_linear=0
shrinkage=0.1


Tree=6201
num_leaves=31
num_cat=0
split_feature=130 40 4 1211 1203 1 12 3 3 1186 393 390 133 47 10 33 47 47 401 133 1 1 47 48 12 1 133 0 133 402
split_gain=2.99726e-08 3.57344e-08 3.60863e-08 3.09248e-08 1.3314e-07 1.65497e-07 2.51642e-07 8.95966e-08 2.20247e-07 4.7525e-08 6.07967e-08 3.41079e-08 7.55341e-08 3.41523e-08 4.29264e-07 2.60413e-07 1.16693e-07 8.88143e-08 6.34385e-08 7.32035e-08 6.15189e-08 1.85285e-07 1.10216e-07 6.6429e-08 6.58346e-08 5.12563e-08 5.11838e-08 3.93117e-07 6.85344e-08 4.09467e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 0.087635000000000005 0.089480000000000018 0.087865000000000013 0.095175000000000023 -0.080484999999999987 -0.082974999999999979 -0.095479999999999982 0.11333500000000001 0.087590000000000015 -0.088669999999999985 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.091340000000000018 0.089640000000000011 -0.06959499999999999 0.51114000000000004 0.099990000000000009 0.092695000000000013 0.107145 0.10288500000000002 0.089005000000000015 0.111945 0.40945500000000007 -0.068944999999999992 0.26753000000000005 -0.0065149999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 7 -7 8 -5 -3 11 13 -13 15 -15 -11 17 18 -17 26 21 23 -22 24 -16 -24 28 -28 -20 -30
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 -12 12 -14 14 20 16 -18 -19 19 -21 22 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=3.5966068757577731e-06 -4.2399901394674088e-06 -4.0649102690319227e-06 3.5115690777807873e-06 -1.6481831721648633e-08 8.7505066490155602e-06 -1.3115575011397598e-05 2.5576544777279545e-06 -1.2590558539058191e-06 1.3163289313633003e-05 -9.6892724223866458e-06 5.4302216994983613e-06 6.6190884887834289e-06 -1.6760601067203209e-06 1.5014470300229733e-05 -4.9755810271433029e-06 4.0028638750300161e-06 7.4498934623079556e-06 -6.695064998244302e-06 -1.4769721532963684e-07 -5.0542738731546568e-06 7.0138742414740224e-06 -9.6763185808868012e-06 -4.4081337726063133e-06 2.7565732183370993e-06 1.9116240151640301e-06 8.9173784414295749e-07 1.072451717467023e-05 -5.7508559442404868e-06 -1.5255180642270716e-05 2.2690999489327627e-06
leaf_weight=23 20 30 29 32 21 20 21 36 21 29 20 23 21 20 35 36 20 21 2242 31 27 24 22 49 23 107 30 28 20 40
leaf_count=23 20 30 29 32 21 20 21 36 21 29 20 23 21 20 35 36 20 21 2242 31 27 24 22 49 23 107 30 28 20 40
internal_value=0 -2.66941e-08 6.82715e-10 -3.27104e-08 1.36249e-06 1.69038e-07 -5.08782e-06 2.59074e-06 5.20569e-06 -1.05407e-07 -6.39897e-08 -1.02573e-07 2.66004e-06 -1.45923e-07 8.49392e-07 -2.68295e-07 -1.57594e-07 -2.19747e-07 -1.63718e-07 -2.26452e-07 -1.37721e-07 -1.7354e-06 1.20392e-06 4.57393e-08 -2.24445e-06 -1.21162e-08 -1.63036e-07 2.77089e-06 -2.36958e-07 -3.57233e-06
internal_weight=0 3098 3078 3049 151 130 41 89 53 2898 2868 2848 44 2804 307 2497 2468 2448 2427 2391 287 131 156 107 58 129 2360 58 2302 60
internal_count=3121 3098 3078 3049 151 130 41 89 53 2898 2868 2848 44 2804 307 2497 2468 2448 2427 2391 287 131 156 107 58 129 2360 58 2302 60
is_linear=0
shrinkage=0.1


Tree=6202
num_leaves=31
num_cat=0
split_feature=33 9 3 47 9 47 47 47 1453 51 131 132 1186 1185 1203 51 403 51 51 1209 1420 11 12 155 401 16 16 16 48 1
split_gain=3.11012e-08 3.3096e-08 1.66568e-07 4.00354e-08 7.65141e-07 5.99043e-07 1.21392e-07 7.84667e-08 5.46032e-08 1.16151e-07 5.37677e-08 5.19391e-08 9.80554e-07 5.09048e-07 9.9959e-08 5.52758e-08 1.79779e-07 4.58068e-07 1.35452e-07 7.7156e-08 6.24836e-08 8.08014e-08 2.54644e-07 1.85247e-07 5.9884e-08 5.70624e-08 3.03811e-07 5.00274e-07 2.69707e-07 2.71414e-07
threshold=-0.044254999999999996 0.091600000000000015 -0.13309499999999996 0.094160000000000008 0.084755000000000011 0.096475000000000019 0.091340000000000018 0.089640000000000011 -1.0000000180025095e-35 -0.41904999999999998 0.13767000000000004 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.087075000000000014 0.094075000000000006 -0.0031149999999999997 0.096505000000000021 0.090560000000000015 0.13368500000000003 -0.085599999999999996 0.090070000000000025 0.10149500000000002 0.13949000000000003 0.13699500000000003 -0.15012499999999998 -0.094359999999999986 -0.092484999999999984 0.087555000000000008 0.081670000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -5 7 10 -7 -10 11 12 14 -13 -2 18 -17 -18 19 20 -15 23 -23 24 25 -22 28 -28 29 -27
right_child=1 2 -4 5 -6 8 -8 -9 9 -11 -12 13 -14 15 -16 16 17 -19 -20 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=3.7466275815941943e-06 1.2587103389212947e-07 4.2822117786107069e-06 -6.9511198777297869e-06 1.783294669735369e-05 -1.8679919110747341e-05 4.9966078324814588e-06 7.6183436444158109e-06 -5.9619751606409078e-06 -7.5630267539444115e-06 1.7421311324641484e-07 -4.8884040841750746e-06 -1.5934939583530649e-05 2.2604858713748399e-05 -5.3353611457913013e-06 -7.1113577178039122e-06 -6.7649542965379327e-06 1.6793478280305863e-05 9.6182659801325943e-07 -5.9971356006970295e-06 6.0576113929484915e-06 -1.1419770763560726e-06 9.6340665026439115e-06 -2.9876746427157008e-06 -9.6649292936490388e-06 -5.4378462027671047e-06 6.1440572986150942e-06 -1.2249438004525445e-05 1.9628351793071401e-07 1.5813089951279836e-05 -6.1570255487216251e-06
leaf_weight=22 144 22 33 20 22 20 21 22 21 255 22 20 20 22 22 24 20 212 38 21 329 33 31 20 20 71 33 1517 20 24
leaf_count=22 144 22 33 20 22 20 21 22 21 255 22 20 20 22 22 24 20 212 38 21 329 33 31 20 20 71 33 1517 20 24
internal_value=0 -2.66031e-08 -2.45779e-06 1.73243e-08 -1.06106e-07 1.08289e-06 4.49008e-08 -1.43328e-08 -4.88752e-08 -4.1449e-07 3.48028e-08 7.5814e-08 1.68695e-06 -4.62517e-08 -8.3328e-07 8.42509e-08 1.47429e-06 2.32662e-06 -7.90578e-08 2.59804e-08 -3.37669e-08 2.18266e-08 3.52041e-06 -8.82567e-08 6.84435e-09 6.14551e-08 2.9925e-07 -6.86899e-08 5.25845e-06 3.03642e-06
internal_weight=0 3099 55 3044 2728 316 2706 2685 296 276 2663 2641 186 2455 166 2435 256 232 2179 2141 2120 2098 64 2034 2014 1994 1665 1550 115 95
internal_count=3121 3099 55 3044 2728 316 2706 2685 296 276 2663 2641 186 2455 166 2435 256 232 2179 2141 2120 2098 64 2034 2014 1994 1665 1550 115 95
is_linear=0
shrinkage=0.1


Tree=6203
num_leaves=31
num_cat=0
split_feature=132 1185 1203 10 9 0 12 47 9 47 1456 159 151 42 42 1429 1 42 151 51 1 49 1446 48 147 147 3 3 157 3
split_gain=3.49062e-08 1.85713e-07 9.64552e-08 3.41419e-08 1.16239e-07 1.10624e-07 2.01942e-07 5.22505e-08 6.40311e-07 3.50879e-07 4.7987e-08 6.32759e-08 4.61793e-08 1.7028e-07 5.62676e-07 4.20654e-07 2.93626e-07 2.59212e-07 1.20392e-07 1.26474e-07 9.04919e-08 1.46682e-07 6.82936e-08 6.22597e-08 4.81723e-08 8.34208e-08 4.74156e-08 1.37128e-07 1.36705e-07 1.87842e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.0036750000000000007 0.091600000000000015 -0.080119999999999983 -0.010834999999999999 0.094160000000000008 0.082870000000000013 0.096850000000000006 -0.077604999999999993 0.085035000000000013 -0.085134999999999975 0.083715000000000026 0.083995000000000014 0.083725000000000008 0.088485000000000022 0.080840000000000009 -0.08341999999999998 -0.014904999999999998 0.10612500000000001 -0.012034999999999999 -0.073109999999999994 0.084855000000000014 0.099730000000000027 0.093615000000000018 -0.0043399999999999992 -0.0087149999999999988 -0.080799999999999983 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 7 -5 -7 8 12 -9 -11 -12 13 17 -15 16 -16 20 19 -14 21 23 -20 -3 25 26 27 -24 -28 -30
right_child=1 3 -4 5 -6 6 -8 9 -10 10 11 -13 18 14 15 -17 -18 -19 22 -21 -22 -23 24 -25 -26 -27 28 -29 29 -31
leaf_value=-4.1662678978054922e-07 9.462405770526468e-06 -8.8597782532165838e-06 -6.6951788897183321e-06 7.7434007531943898e-06 -7.2746114287011469e-06 5.1011971018235802e-06 -6.8492213970855054e-06 1.3434383599401784e-05 -1.6732833659182727e-05 -3.9703988913212623e-06 1.5818638348823887e-07 5.3786089705017033e-06 -1.0898238884865783e-05 1.7110545335386773e-05 1.2521101075435583e-05 -1.1594960240431234e-05 -1.8890097129359118e-06 -1.154433400358812e-05 5.5348093279793501e-06 2.1315147932909895e-07 5.2134255797268869e-06 3.9772107783164758e-06 -1.4718095741706717e-07 -1.063798327436416e-06 3.7862411815581257e-06 -6.5506947316862359e-06 -5.0294421209235395e-06 -6.9651453274370099e-06 5.2882192116010986e-06 -1.037163561553219e-07
leaf_weight=194 21 21 28 24 22 31 26 22 23 24 217 26 21 26 26 22 31 20 22 20 33 32 1769 20 32 20 33 30 99 186
leaf_count=194 21 21 28 24 22 31 26 22 23 24 217 26 21 26 26 22 31 20 22 20 33 32 1769 20 32 20 33 30 99 186
internal_value=0 9.25441e-08 -1.20852e-06 2.41747e-08 -3.44384e-08 2.04814e-06 -3.49871e-07 2.29611e-08 -1.24988e-07 1.29563e-06 2.95433e-07 7.1675e-07 3.00996e-08 1.37606e-06 4.35023e-06 1.50635e-07 4.68402e-06 -1.10241e-06 -1.092e-07 -5.47805e-06 8.67759e-07 -1.09672e-06 -8.73344e-09 -5.05686e-06 -6.49612e-08 -1.2263e-07 -6.1902e-08 -2.60877e-07 1.06374e-06 1.76927e-06
internal_weight=0 2899 222 2878 2797 81 57 2775 2486 289 267 243 2463 231 105 79 57 126 2232 41 106 73 2191 41 2169 2137 2117 1799 318 285
internal_count=3121 2899 222 2878 2797 81 57 2775 2486 289 267 243 2463 231 105 79 57 126 2232 41 106 73 2191 41 2169 2137 2117 1799 318 285
is_linear=0
shrinkage=0.1


Tree=6204
num_leaves=31
num_cat=0
split_feature=47 2 47 1 120 2 39 9 3 9 132 1203 393 1 1176 394 456 52 16 42 456 1445 133 133 133 1374 150 15 481 1456
split_gain=3.58012e-08 2.79932e-07 9.00671e-08 4.51877e-08 1.1693e-07 9.05498e-08 7.30313e-08 6.4205e-08 2.82844e-07 2.73599e-07 4.36019e-08 1.01944e-06 4.62168e-07 1.55571e-07 4.5382e-08 4.57486e-08 4.31074e-08 2.14971e-07 3.81623e-07 9.51518e-08 5.75132e-08 1.30127e-07 5.07977e-08 5.24038e-07 2.95224e-07 3.35608e-07 3.61566e-07 3.00984e-07 2.33409e-07 2.00158e-07
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 -1.0000000180025095e-35 0.092235000000000011 -0.13309499999999996 0.085555000000000006 -0.083284999999999984 0.089165000000000008 0.11213000000000002 0.088975000000000012 0.086345000000000019 -0.099329999999999988 0.08790000000000002 -0.015069999999999998 -0.0087049999999999992 0.088295000000000012 0.087015000000000023 0.077020000000000019 0.085760000000000017 0.086085000000000009 0.086695000000000008 0.087110000000000007 0.087865000000000013 -0.022504999999999997 -0.086484999999999992 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 9 -9 10 11 13 14 -8 15 -12 20 18 -18 -19 21 22 -17 -24 -25 26 28 -28 -26 -30
right_child=1 -3 -4 -5 -6 -7 7 8 -10 -11 12 -13 -14 -15 -16 16 17 19 -20 -21 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=5.5469210110459247e-06 -1.244667838818714e-05 -2.5072085796447517e-07 6.4912821802532893e-06 4.581421948883376e-06 -5.6304237034510158e-06 6.6475218166791212e-06 -7.2236560248040788e-10 4.8704009941502594e-06 -1.1389906390120261e-05 1.1437106695666444e-05 -3.8532327759947934e-06 2.2766796673749924e-05 -1.3943349964999166e-05 -9.4251145856105723e-06 4.7466845808230579e-06 -2.2286700310797157e-07 -1.736948975803898e-05 6.1116713681030888e-06 7.1657337668641828e-07 -2.7929987254537993e-06 4.4526250356587602e-06 -7.9850684187476883e-06 1.6366932283333536e-05 -9.7256548445199918e-06 1.0421494188567917e-05 -1.2010714071948315e-05 1.4530099417697783e-06 1.8594117704023596e-05 6.9686213975251501e-07 -6.0370377842862893e-06
leaf_weight=24 20 319 22 22 36 21 141 20 23 21 31 20 24 20 20 1459 20 30 28 20 30 20 21 28 23 20 20 21 549 48
leaf_count=24 20 319 22 22 36 21 141 20 23 21 31 20 24 20 20 1459 20 30 28 20 30 20 21 28 23 20 20 21 549 48
internal_value=0 -9.70246e-07 1.18226e-07 6.74263e-08 3.11561e-08 1.06588e-07 5.53535e-08 5.74958e-09 -3.82697e-06 6.87974e-08 -2.32714e-08 1.47366e-06 -1.35603e-07 -1.17145e-06 3.16827e-09 -3.68952e-08 1.3728e-08 -2.03914e-06 -6.81929e-06 2.5498e-06 1.03581e-07 4.45175e-08 1.17881e-07 7.98909e-07 3.37797e-07 7.51566e-07 1.13772e-06 1.02326e-05 5.3628e-07 1.55443e-07
internal_weight=0 339 2782 2760 2738 2702 2681 2657 43 2614 2593 181 2412 161 2388 2368 2337 98 48 50 2239 2209 2189 730 709 681 661 41 620 597
internal_count=3121 339 2782 2760 2738 2702 2681 2657 43 2614 2593 181 2412 161 2388 2368 2337 98 48 50 2239 2209 2189 730 709 681 661 41 620 597
is_linear=0
shrinkage=0.1


Tree=6205
num_leaves=31
num_cat=0
split_feature=9 12 33 9 34 11 1373 150 1374 150 147 457 457 1375 1365 457 160 12 3 52 12 51 15 3 1 160 52 151 484 484
split_gain=3.53008e-08 7.6287e-08 5.64729e-08 8.78575e-08 4.16829e-08 1.13126e-07 3.35629e-08 9.86525e-08 6.98887e-08 6.05436e-08 7.06445e-08 7.40663e-08 1.05075e-07 4.66457e-08 4.78455e-08 4.53405e-08 4.53592e-08 1.32261e-07 1.49827e-07 1.77428e-07 1.35326e-07 1.41901e-07 1.6805e-07 2.75488e-07 1.22627e-07 1.1673e-07 2.09506e-07 7.2562e-08 6.66055e-08 7.11432e-08
threshold=0.092410000000000006 -0.010834999999999999 -0.009184999999999997 0.085555000000000006 -0.08786999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.12765500000000005 0.097985000000000017 0.10613500000000002 0.097000000000000017 -0.085004999999999983 0.088010000000000019 0.091495000000000007 0.085330000000000003 0.089570000000000025 -0.094874999999999987 -0.026204999999999996 0.088245000000000004 0.092545000000000016 -0.092489999999999989 -0.0096849999999999974 0.082005000000000008 0.066685000000000008 -0.094124999999999986 0.10932500000000002 -0.22288999999999995 -0.14408499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 -7 8 -8 10 11 12 13 -10 15 16 25 20 -19 -20 21 22 24 -24 -18 27 -27 28 -15 -30
right_child=1 -3 3 -5 5 6 7 -9 9 -11 -12 -13 -14 14 -16 -17 17 18 19 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-4.5974225048229092e-06 6.8917481969591525e-06 -7.6313627838923529e-07 4.5015068707243705e-06 6.4419983919790313e-06 -7.5746432932177761e-06 -3.6057968372915641e-06 -5.6634138342236504e-06 6.5265412104054123e-06 4.009381829181903e-06 5.3441027760181029e-06 -4.3862553761878318e-06 5.6633851035376615e-06 -6.9184108931288152e-06 4.9126700686813896e-06 4.1669809703577176e-06 3.9403050810246244e-06 2.1281404162001981e-07 8.0538224665360768e-06 -6.7990251190403118e-06 4.2082604274185085e-06 -9.5075498617802626e-06 -9.4337788996632488e-06 -9.3746666546208613e-07 1.1506182206424207e-05 -9.4242740575986498e-06 1.0063791911130877e-05 -2.1083851641798484e-06 5.7839753112819475e-06 -6.1154197237556224e-06 -1.2530476152185189e-07
leaf_weight=27 23 30 20 21 20 26 22 23 29 21 37 23 22 26 27 28 23 28 27 32 25 21 93 22 31 31 26 21 20 2296
leaf_count=27 23 30 20 21 20 26 22 23 29 21 37 23 22 26 27 28 23 28 27 32 25 21 93 22 31 31 26 21 20 2296
internal_value=0 2.55879e-06 -4.42021e-08 -3.77566e-09 -4.85973e-08 -7.89313e-08 -2.86245e-08 2.86043e-09 -4.83319e-08 -5.8665e-09 -4.47686e-08 1.15748e-08 -3.43912e-08 1.95819e-08 -2.20833e-08 -6.32123e-08 -1.04395e-07 -1.25996e-06 2.02986e-06 -8.28972e-07 -2.59118e-06 -1.68113e-06 -7.17788e-07 1.44306e-06 -5.31959e-06 3.98117e-08 4.51157e-06 -6.80555e-08 -1.20529e-07 -1.77033e-07
internal_weight=0 53 3068 3041 3020 3000 2980 2954 2931 2909 2888 2851 2828 2806 2777 2750 2722 302 87 59 215 190 169 115 54 2420 57 2363 2342 2316
internal_count=3121 53 3068 3041 3020 3000 2980 2954 2931 2909 2888 2851 2828 2806 2777 2750 2722 302 87 59 215 190 169 115 54 2420 57 2363 2342 2316
is_linear=0
shrinkage=0.1


Tree=6206
num_leaves=31
num_cat=0
split_feature=132 1185 1203 33 156 1425 155 1186 13 0 43 12 130 121 4 4 3 475 151 2 1 475 1371 1374 475 4 4 2 45 11
split_gain=3.35849e-08 1.6823e-07 1.29013e-07 3.18833e-08 3.04911e-08 5.77629e-08 3.90658e-08 3.09189e-08 8.12721e-08 9.49049e-08 3.72983e-08 9.43636e-08 8.50393e-08 1.03387e-07 4.65508e-08 1.34562e-07 1.35571e-07 4.4505e-08 1.20909e-07 1.25183e-07 1.01602e-07 8.89636e-08 9.54918e-08 3.18117e-07 1.90192e-07 4.70073e-08 5.07093e-08 1.02934e-07 7.06339e-08 7.04253e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.044254999999999996 0.32523500000000005 0.10129000000000002 0.13131500000000004 0.068350000000000008 -0.010739999999999998 -0.087974999999999984 -0.50775499999999985 0.092355000000000007 -0.22699999999999995 -0.088279999999999983 -0.50690499999999983 -0.52556499999999995 -0.087784999999999988 -0.086304999999999979 -0.08483499999999998 0.092120000000000021 0.080270000000000022 -0.085754999999999984 0.083235000000000017 0.093235000000000012 -0.085024999999999989 -0.46376499999999993 -0.17966999999999997 0.11585500000000001 0.094030000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 10 -9 -10 11 -5 -12 -14 15 -15 -17 18 -16 20 -20 -19 24 -24 -23 -26 27 -27 29 -28
right_child=1 3 -4 4 -6 -7 -8 8 9 -11 12 -13 13 14 17 16 -18 21 19 -21 -22 22 23 -25 25 26 28 -29 -30 -31
leaf_value=-2.6958362646724972e-07 9.0087042952377705e-06 3.8180164758407711e-06 -7.5308764865310107e-06 -3.563428089407916e-07 3.7929133603548898e-06 -4.8171732196351516e-06 3.3800600276128321e-06 7.4255889410324025e-06 -4.3599890600658173e-06 3.5308704439427989e-06 -6.4837754226097058e-06 7.9892753728927345e-06 7.0675722753321684e-06 1.3505630882739503e-06 8.7442288834912087e-06 -8.4160017195245022e-07 -1.2485081845738933e-05 -6.6372165812416437e-06 -8.3715169239440012e-06 5.485750104331341e-06 9.6052651770150983e-07 -9.6605297498865109e-06 1.2277623648060399e-05 -4.7988775622798127e-06 -4.9280827170150587e-06 6.3996309719576473e-06 5.8203504295306635e-06 -1.4474422187049641e-06 -6.0564002660612465e-06 -1.4062386704743546e-07
leaf_weight=194 21 22 28 42 21 25 34 20 27 35 21 20 20 44 21 20 20 21 20 28 28 21 24 20 20 35 20 32 20 2197
leaf_count=194 21 22 28 42 21 25 34 20 27 35 21 20 20 44 21 20 20 21 20 28 28 21 24 20 20 35 20 32 20 2197
internal_value=0 9.07763e-08 -1.18542e-06 2.57046e-08 -3.5079e-09 -3.16295e-08 1.09465e-08 -3.03179e-08 1.88259e-06 9.45284e-08 -8.85431e-08 2.33579e-06 -1.45651e-07 -9.46744e-08 -1.4996e-07 -2.46558e-06 -6.66334e-06 -7.23723e-08 2.02778e-06 1.71913e-07 -2.92782e-06 -1.56901e-07 -9.99372e-08 4.51558e-06 -1.8654e-07 -1.00931e-07 -5.90289e-08 2.65178e-06 -1.4022e-07 -8.68487e-08
internal_weight=0 2899 222 2878 2856 2835 2810 2776 82 62 2694 62 2632 2611 2591 84 40 2507 97 76 48 2410 2389 44 2345 2324 2304 67 2237 2217
internal_count=3121 2899 222 2878 2856 2835 2810 2776 82 62 2694 62 2632 2611 2591 84 40 2507 97 76 48 2410 2389 44 2345 2324 2304 67 2237 2217
is_linear=0
shrinkage=0.1


Tree=6207
num_leaves=31
num_cat=0
split_feature=130 1 1132 47 47 9 97 47 10 1453 51 13 12 13 3 0 146 48 48 0 457 2 1348 34 15 15 48 15 42 150
split_gain=3.17488e-08 4.02408e-08 3.18027e-08 3.4158e-08 2.40444e-07 1.02802e-07 5.65956e-07 1.30786e-07 1.04747e-07 4.88436e-08 9.76144e-08 4.35613e-08 5.47047e-08 8.97816e-08 5.85466e-08 4.99351e-08 3.98481e-08 7.78802e-08 4.86305e-08 2.1875e-07 2.09134e-07 8.33818e-08 7.10674e-08 5.86101e-08 5.39204e-08 2.15202e-07 5.0173e-07 1.50986e-07 2.73082e-07 1.24628e-07
threshold=-0.23123999999999997 0.16540500000000002 -0.078654999999999989 0.092165000000000011 0.096475000000000019 -0.013509999999999999 -0.049229999999999996 0.090100000000000013 -0.0087699999999999983 -1.0000000180025095e-35 -0.41904999999999998 -0.079299999999999995 0.092995000000000008 -0.013634999999999998 -0.077104999999999993 -0.080689999999999984 0.087720000000000006 -0.098424999999999985 -0.072824999999999987 -0.23811499999999999 0.094845000000000013 0.088055000000000008 1.0000000180025095e-35 -0.057544999999999992 -0.090644999999999989 -0.088749999999999982 0.086910000000000015 -0.092489999999999989 0.084835000000000008 0.087000000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 8 16 -4 -6 -11 15 13 -13 -14 -12 17 -7 20 -20 21 -19 -23 -21 27 26 -26 29 -29 -25
right_child=1 -3 3 4 9 7 -8 -9 -10 10 11 12 14 -15 -16 -17 -18 18 19 23 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=3.7016347663587155e-06 -3.9683293061898438e-06 -3.8711940221589805e-06 1.9909950538021803e-06 -8.4111424353307635e-06 4.8158362551475883e-06 5.6976391242642424e-06 1.8205075130026674e-05 -7.8151035636221341e-06 -6.9916266186607711e-06 -6.853476146976132e-06 -2.0766413361646606e-07 8.2917961949731218e-06 -4.7838301820017172e-06 1.0365383242529016e-06 2.0654303660614044e-06 -5.6231028620026165e-06 -4.2305041412354126e-06 -3.3108966743355952e-06 1.0101894266964255e-05 5.0035044788880141e-06 -1.0939766651149729e-05 -8.792212111075059e-07 7.4499616814483448e-06 8.2801403889313594e-07 1.6939625523567278e-06 -2.2629049457198728e-08 -1.8459515361731369e-05 1.1539593876531239e-05 -2.392459763692993e-06 -5.6675126472782725e-06
leaf_weight=23 20 27 34 38 20 25 20 21 21 21 90 23 24 66 26 21 21 34 22 24 21 20 21 384 30 1913 21 34 24 32
leaf_count=23 20 27 34 38 20 25 20 21 21 21 90 23 24 66 26 21 21 34 22 24 21 20 21 384 30 1913 21 34 24 32
internal_value=0 -2.74817e-08 6.31198e-09 3.23667e-08 -9.30068e-07 1.48693e-07 3.79962e-06 4.52482e-08 -1.43873e-06 4.68416e-08 -3.05114e-07 2.44949e-07 1.42455e-06 2.91149e-06 -1.22221e-06 -1.23221e-06 1.08107e-07 1.43082e-07 8.92592e-08 1.74609e-07 -2.11918e-06 3.5059e-07 3.38695e-06 8.59009e-08 3.74913e-08 -1.93544e-07 -6.60453e-06 9.94777e-07 5.77461e-06 3.28358e-07
internal_weight=0 3098 3071 3051 329 2722 75 2647 55 291 271 250 139 89 50 111 2626 2605 2580 2484 96 75 41 2462 2438 1964 51 474 58 416
internal_count=3121 3098 3071 3051 329 2722 75 2647 55 291 271 250 139 89 50 111 2626 2605 2580 2484 96 75 41 2462 2438 1964 51 474 58 416
is_linear=0
shrinkage=0.1


Tree=6208
num_leaves=31
num_cat=0
split_feature=132 393 1203 9 3 10 2 9 33 34 12 12 0 12 12 402 1210 480 0 403 12 1212 1213 1 1 12 1 1 0 2
split_gain=2.81225e-08 1.48847e-07 1.03941e-07 2.97975e-08 7.5153e-08 6.98455e-08 1.58886e-07 6.44111e-08 4.19504e-08 5.94996e-08 2.83717e-08 2.93439e-07 2.71315e-07 2.27223e-07 1.4938e-07 1.02339e-07 1.79986e-07 1.70439e-07 2.80659e-07 1.49911e-07 1.37766e-07 1.16437e-07 1.65197e-07 1.22914e-07 3.78186e-07 3.74827e-07 1.52857e-07 2.17591e-07 6.52056e-07 2.22865e-07
threshold=-0.083174999999999985 0.12069000000000002 0.088820000000000024 0.092410000000000006 -0.014944999999999998 0.053330000000000009 -0.15339499999999998 0.086220000000000005 0.085305000000000006 -0.084769999999999984 0.085355000000000014 0.085635000000000003 -0.086234999999999992 0.085250000000000006 0.085955000000000018 0.11174500000000002 -1.0000000180025095e-35 0.086930000000000021 -0.087414999999999979 -0.14125499999999999 0.08493500000000001 0.087505000000000013 -1.0000000180025095e-35 0.081315000000000012 0.077845000000000011 0.051320000000000005 0.085475000000000009 0.093890000000000015 -0.14454499999999995 -0.0050599999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 7 -7 8 9 -2 13 12 -12 15 -13 16 -11 19 -19 -18 21 22 -21 24 -24 26 -25 28 -28 -29
right_child=1 -3 -4 4 -6 6 -8 -9 -10 10 11 14 -14 -15 -16 -17 17 18 -20 20 -22 -23 23 25 -26 -27 27 29 -30 -31
leaf_value=-2.6269913764126523e-07 5.2153296626949508e-06 8.4715312628499563e-06 -6.7803258827682705e-06 -1.0683529850481407e-06 6.805331750828455e-06 2.2610309224546654e-06 -1.0193023151064804e-05 5.1979589973901369e-06 -3.7241172105950686e-06 7.2097986985096277e-06 2.7711490214902112e-07 -6.3325904256493639e-06 1.6168085814818124e-05 -1.0705450980215877e-05 1.8297440720726992e-07 -6.9490121709556909e-06 -8.7729521520817478e-06 1.1194243330692189e-05 -3.1112621627471529e-06 -7.123427572618572e-06 -7.20298429737811e-06 6.5288636251352728e-06 5.7910412639292792e-07 -6.8550063224392944e-06 1.4855256015380292e-05 -1.4410576575869528e-05 -2.5247869103850465e-06 -9.0413896531014957e-06 1.6996266906841943e-05 -2.3684996912519676e-07
leaf_weight=194 22 21 28 27 22 20 21 24 30 33 21 36 22 21 1559 22 22 32 24 35 29 25 257 35 20 20 44 31 28 396
leaf_count=194 22 21 28 27 22 20 21 24 30 33 21 36 22 21 1559 22 22 32 24 35 29 25 257 35 20 20 44 31 28 396
internal_value=0 8.30702e-08 -1.08474e-06 2.18618e-08 2.46677e-06 -2.04855e-08 -4.11787e-06 3.97702e-08 -5.01865e-09 3.57908e-08 -6.22614e-09 2.55678e-07 8.40738e-06 -4.05667e-07 3.59146e-08 -2.00258e-07 -5.625e-08 -2.9651e-07 5.06331e-06 -6.15141e-07 -4.20063e-07 -1.99294e-07 -3.93525e-07 -1.10075e-07 1.60987e-06 -9.7005e-07 -4.66659e-07 -1.85788e-08 5.06673e-06 -8.76055e-07
internal_weight=0 2899 222 2878 49 2829 41 2788 2764 2734 2712 1638 43 1074 1595 1053 1031 998 56 942 920 891 866 831 277 554 534 499 72 427
internal_count=3121 2899 222 2878 49 2829 41 2788 2764 2734 2712 1638 43 1074 1595 1053 1031 998 56 942 920 891 866 831 277 554 534 499 72 427
is_linear=0
shrinkage=0.1


Tree=6209
num_leaves=31
num_cat=0
split_feature=132 15 1185 50 15 2 399 403 0 403 1210 3 403 484 481 0 15 12 12 12 12 2 2 402 3 3 403 12 403 4
split_gain=2.85398e-08 7.78718e-07 4.94766e-07 1.77018e-07 4.05558e-08 4.81875e-08 7.46706e-08 7.58814e-08 7.25918e-08 3.10083e-08 2.31252e-07 3.19006e-07 2.11528e-07 1.3854e-07 2.99797e-07 1.26136e-07 2.27555e-07 5.0807e-07 1.66408e-07 3.73713e-07 3.25231e-07 3.02902e-07 2.20179e-07 2.57991e-07 2.53398e-07 2.77446e-07 1.39853e-07 1.28782e-07 1.51376e-07 1.19527e-07
threshold=-0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.09227500000000001 0.08517000000000001 0.10497000000000002 0.090005000000000016 -0.089609999999999981 -0.087084999999999982 -0.0047449999999999992 -0.064799999999999983 -0.081644999999999981 -0.014954999999999998 -0.081614999999999979 -0.081614999999999979 -0.084804999999999978 0.08517000000000001 0.086655000000000024 0.093765000000000015 0.096075000000000008 0.096830000000000013 0.091055000000000011 0.088745000000000004 0.086795000000000011 -0.082334999999999978 -0.083489999999999995 -0.41175999999999996 0.10266500000000002 -0.34918499999999997 -0.07168999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 -1 -9 12 11 -11 13 -4 -15 16 -16 -18 21 -20 -21 22 23 24 25 26 -17 29 -29 -22
right_child=2 -3 9 -5 -6 -7 -8 8 -10 10 -12 -13 -14 14 15 18 17 -19 19 20 27 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.8061976222222512e-06 -1.5022572750405579e-05 1.7002240144426684e-05 -6.5423945435558658e-06 -8.9831203367793936e-06 3.8433780332525206e-06 2.9637353221308637e-06 -6.9252647270851811e-06 1.0284515885934143e-06 -5.4359147199534165e-06 1.4586883298761679e-06 -1.2286484464409986e-09 -1.6188137635167333e-05 7.9943599634921039e-06 1.10283011928494e-05 4.1627690769985295e-07 8.2378260250000796e-06 -1.8862110043656963e-05 1.1966503637138107e-06 -1.1995272698836094e-05 1.2477764680625116e-05 -1.1336334347333832e-05 1.2084921171435781e-05 -7.6803610985128525e-06 1.1929241991310847e-05 1.1334077703395452e-05 -1.0200127147982131e-05 -5.7670988806219413e-07 6.9298125540458225e-06 -3.5643741924218378e-06 -4.0348201196138695e-07
leaf_weight=22 22 27 29 25 24 30 21 38 32 20 2237 21 37 26 96 24 23 28 28 20 20 30 24 25 20 25 72 27 28 20
leaf_count=22 22 27 29 25 24 30 21 38 32 20 2237 21 37 26 96 24 23 28 28 20 20 30 24 25 20 25 72 27 28 20
internal_value=0 1.10079e-06 -8.30728e-08 -1.13535e-06 3.94659e-08 -5.98953e-07 -1.5448e-06 -3.1665e-07 -1.92669e-06 3.10484e-08 -1.37632e-07 -7.57993e-06 6.69344e-07 1.89652e-07 5.53886e-07 1.98964e-08 -2.45143e-06 -7.84946e-06 1.02068e-06 -1.63501e-06 8.87491e-07 2.74688e-06 1.27245e-06 2.56683e-06 9.0683e-07 -8.16682e-07 1.62692e-06 -1.55257e-06 1.58732e-06 -5.86991e-06
internal_weight=0 219 2902 192 167 143 113 92 70 2880 2278 41 602 565 536 510 147 51 363 143 115 220 190 166 141 121 96 95 55 40
internal_count=3121 219 2902 192 167 143 113 92 70 2880 2278 41 602 565 536 510 147 51 363 143 115 220 190 166 141 121 96 95 55 40
is_linear=0
shrinkage=0.1


Tree=6210
num_leaves=31
num_cat=0
split_feature=401 401 402 1210 403 3 403 1210 3 403 3 16 1212 1210 1210 1209 1211 403 1203 132 1186 2 42 52 3 3 483 15 42 14
split_gain=2.88368e-08 6.00636e-08 6.81895e-08 4.66887e-08 3.46921e-08 3.01099e-07 6.31113e-08 4.87842e-08 3.43236e-07 8.79588e-07 7.01614e-07 2.84923e-07 8.93392e-08 5.08137e-08 8.60692e-08 1.78025e-07 6.4056e-08 2.04884e-07 7.22332e-08 2.07117e-07 5.17181e-08 6.43126e-08 4.42101e-08 1.55393e-07 1.40681e-07 1.52705e-07 1.24825e-07 6.89883e-08 6.65031e-08 5.30644e-08
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 -0.5492149999999999 -0.085784999999999986 -0.5341999999999999 -0.064344999999999999 -0.078724999999999976 -0.0047449999999999992 -0.082974999999999979 -0.082779999999999979 0.087490000000000012 -0.047399999999999991 -0.00092999999999999995 0.091045000000000001 0.11048500000000001 0.022375000000000003 0.088820000000000024 -0.081684999999999994 -0.087469999999999978 0.085345000000000018 0.10705500000000003 -0.23798499999999997 -0.10519499999999998 -0.074479999999999977 0.098395000000000024 -0.12563999999999997 0.10306000000000001 -0.23960999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6 8 9 10 11 -8 -13 -9 -15 16 18 -18 20 -20 21 -16 28 -24 -25 -26 27 -27 29 -22
right_child=1 2 3 -5 6 -7 7 13 -10 -11 -12 12 -14 14 15 -17 17 -19 19 -21 22 -23 23 24 25 26 -28 -29 -30 -31
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leaf_weight=20 23 33 21 20 30 29 21 27 32 33 26 28 20 31 28 25 21 21 20 21 96 23 24 22 20 30 20 64 28 2264
leaf_count=20 23 33 21 20 30 29 21 27 32 33 26 28 20 31 28 25 21 21 20 21 96 23 24 22 20 30 20 64 28 2264
internal_value=0 -2.44166e-08 1.36272e-08 -3.53718e-08 -3.53247e-09 2.6087e-06 -4.74355e-08 -9.48834e-10 1.6971e-06 -6.18729e-07 4.267e-06 -1.00832e-06 3.24206e-06 -9.85027e-08 -5.62395e-08 -1.15801e-07 -3.80823e-08 3.83675e-06 -9.9264e-08 -4.26415e-06 -3.40633e-08 3.11924e-06 -9.66873e-08 1.41459e-06 2.62139e-07 1.47892e-06 6.49644e-08 -1.46137e-06 -2.10603e-07 -1.53121e-07
internal_weight=0 3101 3078 3045 3025 50 2975 2945 160 128 95 69 48 2785 2758 2727 2702 42 2660 41 2619 51 2568 180 156 134 114 94 2388 2360
internal_count=3121 3101 3078 3045 3025 50 2975 2945 160 128 95 69 48 2785 2758 2727 2702 42 2660 41 2619 51 2568 180 156 134 114 94 2388 2360
is_linear=0
shrinkage=0.1


Tree=6211
num_leaves=31
num_cat=0
split_feature=1209 43 1212 1212 402 401 402 402 402 391 129 1211 16 1 16 1213 4 3 402 402 43 1210 43 51 43 52 43 0 13 13
split_gain=3.16279e-08 3.21249e-07 3.32191e-08 5.46604e-08 2.56597e-07 2.21648e-07 7.57333e-08 9.35318e-08 1.01906e-07 1.73282e-07 7.47253e-08 7.60028e-08 1.45856e-07 3.08786e-07 2.19006e-07 8.17725e-08 2.47521e-07 6.35515e-08 5.21878e-08 1.26978e-07 5.74022e-08 3.37824e-07 2.74006e-07 1.27375e-07 2.03452e-07 7.5519e-08 1.76445e-07 1.62444e-07 1.00883e-07 1.51873e-07
threshold=-0.087714999999999987 -0.0047449999999999992 -0.47386499999999993 -0.089544999999999986 0.13628000000000004 0.11655000000000001 0.11522000000000002 0.11174500000000002 0.10708500000000001 -0.087114999999999984 -0.075474999999999987 0.087635000000000005 -0.069894999999999985 0.089175000000000018 -0.088704999999999992 0.088730000000000017 -0.081114999999999979 -0.081459999999999991 -0.45015499999999992 -0.41596499999999997 0.0034250000000000005 -0.094799999999999982 0.0068900000000000012 0.035765000000000012 0.26746000000000009 0.10263500000000002 0.054355000000000007 -0.072269999999999987 0.056795000000000005 -0.0097949999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 17 6 7 8 9 -5 -11 15 13 14 -13 18 -17 -4 -12 -20 21 -21 -22 25 -25 26 -24 -27 29 -28
right_child=2 -3 3 5 -6 -7 -8 -9 -10 10 11 12 -14 -15 -16 16 -18 -19 19 20 22 -23 23 24 -26 27 28 -29 -30 -31
leaf_value=-3.8848976657845924e-06 -3.9136994628692763e-06 1.2032566826833535e-05 -3.9586185342462462e-06 -8.7052061011807222e-06 1.210775902195781e-05 -8.3683861788586007e-06 4.9981946237191254e-06 -6.7016626695974646e-06 6.2285870206743804e-06 5.9529400069940108e-06 -4.4312386611030284e-06 7.377028903261597e-06 -2.867513677828308e-06 1.5484329933315165e-05 -3.7584370913559964e-06 -9.3193689832244475e-06 2.4906325847950941e-06 1.932512883682803e-06 7.9251687816395142e-06 1.2442692032395414e-05 -1.2345982101383665e-05 -1.1347543860199828e-08 1.0063189046718435e-05 -1.3007998938974197e-05 1.0237557521106974e-07 1.5667094272987838e-06 8.0233222853467795e-07 -9.6689245135001503e-06 6.01771348206407e-06 -6.653850852992892e-06
leaf_weight=32 22 21 30 23 21 32 30 21 26 21 27 33 38 20 38 36 35 47 20 22 21 2184 20 20 29 31 139 22 26 34
leaf_count=32 22 21 30 23 21 32 30 21 26 21 27 33 38 20 38 36 35 47 20 22 21 2184 20 20 29 31 139 22 26 34
internal_value=0 2.42202e-06 -4.184e-08 -1.38752e-08 2.30952e-06 -9.11113e-08 -2.77054e-10 -5.22362e-08 -3.49697e-09 -6.05714e-08 1.00347e-08 -3.46168e-08 2.33599e-06 4.50888e-06 1.4172e-06 -1.49324e-07 -3.49754e-06 -3.62733e-07 -5.77154e-08 -1.17321e-08 -7.40311e-08 1.12854e-07 -1.2795e-06 -5.5552e-07 -5.2488e-06 2.8996e-07 1.10967e-06 -3.09714e-06 2.09818e-07 -6.63045e-07
internal_weight=0 53 3068 3046 98 2948 2916 2886 2865 2839 2816 2795 129 91 71 2666 71 77 2595 2568 2548 2206 342 321 49 272 219 53 199 173
internal_count=3121 53 3068 3046 98 2948 2916 2886 2865 2839 2816 2795 129 91 71 2666 71 77 2595 2568 2548 2206 342 321 49 272 219 53 199 173
is_linear=0
shrinkage=0.1


Tree=6212
num_leaves=31
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split_feature=401 401 402 133 12 4 42 403 403 12 133 43 131 132 15 393 1186 132 2 2 403 403 131 131 1 403 133 1212 401 1210
split_gain=2.85804e-08 4.78319e-08 6.36691e-08 4.27444e-08 2.16018e-07 9.16625e-08 4.04665e-08 1.50541e-07 3.31445e-07 9.28372e-08 1.46676e-07 6.03896e-08 4.57853e-08 4.56914e-08 8.71923e-07 5.26773e-07 1.51995e-07 5.44697e-08 7.25414e-08 4.20587e-08 4.0002e-08 1.19777e-07 4.65849e-08 3.93925e-08 1.41094e-07 4.59053e-08 6.0358e-08 5.48655e-08 9.86961e-08 6.65569e-08
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.41553500000000004 0.097575000000000009 -0.064054999999999987 0.11603500000000001 -0.5425549999999999 -0.036149999999999995 0.10508500000000001 0.11667000000000001 -0.23229999999999998 0.13052000000000002 -0.083284999999999984 0.091650000000000023 0.11170000000000001 0.0044650000000000011 -0.41094499999999995 0.10136500000000002 0.08734500000000002 -0.54448499999999989 -0.52800499999999995 0.11767000000000001 0.10956 0.078340000000000007 -0.34918499999999997 0.13334500000000002 -0.52517999999999987 0.13274500000000003 -0.094799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 -6 12 -8 -9 -10 11 -11 13 14 16 20 17 -4 19 -19 -15 -22 23 25 -25 -23 27 -27 29 -29
right_child=1 2 3 4 5 -7 7 8 9 10 -12 -13 -14 15 -16 -17 -18 18 -20 -21 21 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=3.7680927562178115e-06 -4.5676836120749257e-06 4.3784824452869191e-06 3.6043020242816839e-06 -9.9758104051943523e-06 6.6556483761814891e-06 -2.1442961246191712e-06 -4.870466206488471e-06 1.4261383027629067e-05 5.2719950711053253e-06 -1.6083138613491128e-06 -7.8450066785476146e-06 5.5623678276639982e-06 -4.413390291801989e-06 3.3468863338319875e-06 1.9748155366118149e-05 -1.5913310233459234e-05 -8.9319461952051098e-06 -8.2945838447525799e-07 -5.9299302303928847e-06 4.051160802824281e-06 -7.0880513931115281e-06 4.7934241683833537e-06 4.1414641027923041e-06 2.7157572181598274e-06 -7.9170150596697713e-06 5.2452581931561334e-06 -5.3550534197538147e-06 5.2885490921047077e-06 -6.5332607806814611e-06 -4.6363897303425245e-09
leaf_weight=20 23 33 35 25 20 29 29 22 31 24 23 23 24 35 23 21 21 76 23 23 24 20 27 24 26 20 21 24 23 2329
leaf_count=20 23 33 35 25 20 29 29 22 31 24 23 23 24 35 23 21 21 76 23 23 24 20 27 24 26 20 21 24 23 2329
internal_value=0 -2.43137e-08 9.63615e-09 -3.77109e-08 -2.41171e-06 1.44752e-06 2.14194e-08 1.61078e-06 3.13888e-06 7.16155e-07 -1.30143e-06 1.90074e-06 -6.42786e-08 -2.69339e-08 1.42556e-06 -1.39482e-07 -9.41971e-07 1.26752e-07 -8.70906e-07 3.04423e-07 -1.07413e-08 -5.70443e-08 1.00775e-08 -3.47747e-08 -2.81328e-06 2.22321e-08 -1.72482e-08 2.95356e-08 -1.43678e-08 4.93528e-08
internal_weight=0 3101 3078 3045 74 49 2971 152 123 101 70 47 2819 2795 201 2594 178 157 122 99 2573 2538 2514 2487 50 2437 2417 2396 2376 2353
internal_count=3121 3101 3078 3045 74 49 2971 152 123 101 70 47 2819 2795 201 2594 178 157 122 99 2573 2538 2514 2487 50 2437 2417 2396 2376 2353
is_linear=0
shrinkage=0.1


Tree=6213
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1213 2 42 42 43 13 475 474 2 474 474 13 13 52 42 52 13 130 16 3 475 52 475 3 4 4
split_gain=3.32375e-08 1.85191e-07 1.49183e-07 7.24181e-08 3.37886e-08 3.77087e-08 3.73194e-08 7.41782e-08 6.28504e-08 3.30883e-08 2.8298e-08 1.08938e-07 7.34419e-08 5.81272e-08 6.33495e-08 3.76581e-08 1.97316e-07 1.3494e-07 1.9712e-07 1.23652e-07 1.77787e-07 9.81233e-08 9.26909e-08 1.28632e-07 6.34538e-08 2.74573e-07 2.32611e-07 1.02662e-07 6.17346e-08 5.20659e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.086260000000000017 0.11585500000000001 -0.049004999999999993 -0.074124999999999983 -0.0087399999999999995 -0.0021749999999999994 -0.24039999999999997 -0.14697499999999997 0.10613000000000002 -0.090834999999999985 -0.07636999999999998 0.10002500000000002 0.095120000000000024 -0.16675999999999999 -0.10071499999999999 -0.56022499999999986 0.065590000000000009 -0.22461999999999996 -0.092484999999999984 -0.10831999999999999 -0.086279999999999982 -0.026204999999999996 -0.085669999999999982 -0.081644999999999981 -0.011884999999999998 -0.51843499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 9 -8 -1 12 -12 -3 -13 -15 16 19 18 -17 -16 24 -19 23 -23 25 27 -26 -21 -24 -28
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leaf_value=3.2880707885851734e-06 9.4469752141213548e-06 1.8287058519490531e-06 -8.4561807243517249e-06 -5.8063768955478395e-06 3.8934160879004294e-06 3.6846706000853213e-06 -3.372603069216157e-06 -6.231312550128145e-06 3.4129904489368996e-06 -2.3952793445200124e-06 6.9202904777067377e-06 -4.8903209233230882e-06 -5.4560503369408084e-06 5.5238380160257551e-06 5.9647379509730109e-06 -2.2435757359961008e-06 -9.9970301403118358e-06 -6.7251719792693629e-06 9.9474912881684467e-06 6.9991048189876895e-06 -7.083253786374953e-06 5.218262344897085e-07 1.6032990586894133e-07 1.0385811738160557e-05 1.082050377590349e-05 -1.1594432567108016e-05 -3.7314790009805328e-06 -2.9001529128436233e-06 -5.7977827364910901e-06 4.9823772906289265e-08
leaf_weight=20 21 25 25 21 24 22 21 29 39 21 23 24 31 21 34 21 20 20 36 20 36 39 83 20 20 24 37 22 22 2300
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internal_value=0 9.03058e-08 -1.17928e-06 -2.55811e-07 4.06473e-07 -1.44097e-07 -7.92043e-07 -2.36068e-06 1.03803e-06 3.77087e-07 2.20327e-08 6.62048e-08 -2.20393e-06 9.88332e-09 5.22635e-08 1.05412e-08 -1.03973e-07 1.20463e-06 5.45605e-06 -2.46064e-08 -1.0742e-07 -1.1239e-07 6.94046e-07 3.86555e-06 -3.77533e-09 -3.06193e-06 8.18583e-08 1.81378e-06 -1.08804e-06 -1.00428e-08
internal_weight=0 2899 222 197 176 152 130 70 60 41 2878 2822 56 2799 2775 2754 2513 241 57 2493 2459 184 164 59 2423 66 2357 42 105 2337
internal_count=3121 2899 222 197 176 152 130 70 60 41 2878 2822 56 2799 2775 2754 2513 241 57 2493 2459 184 164 59 2423 66 2357 42 105 2337
is_linear=0
shrinkage=0.1


Tree=6214
num_leaves=31
num_cat=0
split_feature=474 51 474 52 13 2 42 474 42 1453 1447 12 1447 4 1456 1455 1447 1453 51 2 51 1456 1456 158 4 484 130 482 1371 1455
split_gain=2.87575e-08 1.46151e-07 1.31007e-07 2.06779e-07 1.25345e-07 1.91033e-07 9.483e-08 8.71232e-08 8.47553e-08 7.39354e-08 7.11502e-08 4.07519e-07 2.96048e-07 1.8273e-07 7.43893e-08 5.88495e-08 7.27579e-08 6.89789e-08 6.85608e-08 4.83985e-07 7.88553e-08 5.66009e-08 1.65284e-07 1.56842e-07 1.22492e-07 9.15947e-08 3.36708e-07 1.48409e-07 1.13845e-07 7.71283e-08
threshold=0.090440000000000006 -0.10316499999999999 0.088435000000000014 -0.023194999999999997 -0.052719999999999996 0.10402500000000002 0.088295000000000012 0.11134000000000001 0.08623500000000002 -0.087504999999999986 -0.085709999999999995 0.083985000000000018 -0.08477999999999998 -0.067104999999999984 0.12034500000000002 -0.097209999999999977 -0.083679999999999991 -0.079499999999999987 -0.44986999999999994 0.10981000000000002 -0.42247999999999991 -0.077769999999999992 -0.06457499999999998 0.11651000000000002 -0.067104999999999984 0.10126500000000001 -0.23123999999999997 0.098105000000000012 0.08976000000000002 0.081065000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 -4 6 -6 8 -8 -3 -1 11 -11 -12 -13 15 -14 -17 -18 19 -19 -20 24 -23 25 -22 26 -24 28 29 -28
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leaf_value=-4.7917533834151982e-06 -8.3153679333918252e-06 -2.3175998397786507e-06 1.0668543661173819e-05 -2.0281943900203183e-06 8.6601586768996313e-06 -2.2720054969780787e-06 -9.8028443706728773e-06 -1.1900056190073804e-06 5.7248931034337148e-06 1.1991531287947055e-05 -1.2177044817462957e-05 -9.4286227435770275e-06 -4.5596931899867573e-06 1.6871449695372576e-06 -5.2892150226678226e-06 5.9954291048468025e-06 5.4226949705101416e-06 -1.5588642927468754e-05 5.9360739570642501e-06 4.779084153077358e-06 8.4757121876464228e-06 -8.8647803750063755e-06 1.2338579559086199e-05 6.7894547060752629e-06 5.7245088555138838e-08 -5.1285511514314361e-06 -2.3263115308453703e-08 -7.7541195901176268e-06 -7.1677746828671928e-06 4.0695290628738148e-06
leaf_weight=32 25 38 29 23 33 31 24 23 20 32 20 21 27 50 26 21 24 20 23 28 25 21 22 34 56 35 2264 25 22 47
leaf_count=32 25 38 29 23 33 31 24 23 20 32 20 21 27 50 26 21 24 20 23 28 25 21 22 34 56 35 2264 25 22 47
internal_value=0 -1.17907e-06 7.81419e-08 5.05268e-06 -1.2341e-07 3.36489e-06 -2.24961e-06 -5.58805e-06 4.55674e-07 -1.18324e-08 4.19691e-08 2.62219e-06 -5.50245e-08 -1.60062e-06 3.4108e-08 8.54838e-08 1.3251e-07 8.59792e-08 3.71306e-08 -3.70747e-06 1.0696e-07 5.44042e-08 -3.08961e-08 4.48538e-08 2.65554e-06 -5.01012e-08 2.45819e-08 -9.0307e-08 -8.18297e-09 5.99741e-08
internal_weight=0 194 2927 52 169 64 105 47 58 2875 2843 103 2740 71 2720 2694 2667 2646 2622 48 2574 2551 2470 2449 81 2415 2380 2358 2333 2311
internal_count=3121 194 2927 52 169 64 105 47 58 2875 2843 103 2740 71 2720 2694 2667 2646 2622 48 2574 2551 2470 2449 81 2415 2380 2358 2333 2311
is_linear=0
shrinkage=0.1


Tree=6215
num_leaves=31
num_cat=0
split_feature=130 40 1419 156 11 157 2 13 52 2 155 157 475 475 484 1372 2 2 1429 472 156 480 3 133 1447 481 159 481 1446 1447
split_gain=4.0985e-08 9.93563e-08 2.94218e-08 1.30398e-07 3.80168e-08 1.84881e-07 1.33987e-07 1.25839e-07 7.96407e-08 3.08557e-07 1.49241e-07 8.3521e-08 5.77893e-08 3.4741e-07 2.70856e-07 1.45398e-07 1.28557e-07 5.48003e-08 5.31059e-08 4.17193e-08 6.08926e-08 4.1603e-08 4.20756e-07 2.07837e-07 3.8113e-07 1.67086e-07 3.96154e-07 1.17534e-07 2.12213e-07 1.15544e-07
threshold=-0.23647499999999996 -0.23755499999999996 0.091465000000000005 -0.065739999999999979 0.088215000000000002 -0.051074999999999988 0.11093500000000002 0.095710000000000017 -0.54663499999999987 0.10613000000000002 0.11854500000000001 -0.08577499999999999 -0.086279999999999982 -0.085684999999999997 0.085790000000000019 -0.081219999999999987 0.086950000000000013 0.088930000000000023 0.084990000000000024 -0.080624999999999988 -0.090519999999999975 0.086995000000000017 -0.085709999999999995 0.090445000000000011 0.0030850000000000005 -0.086219999999999977 -0.017094999999999996 -0.00058999999999999992 0.089210000000000025 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 8 -6 7 -7 9 11 12 -3 14 -14 16 -15 -10 -13 -18 -17 -21 25 -23 24 27 26 -22 28 -24 -27
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leaf_value=-4.5123392811774463e-06 6.068823158447804e-06 -4.4387279228885746e-06 2.1526913377752422e-06 -7.8120962203757468e-06 1.0030504052916844e-05 7.929791667265817e-06 -5.1891357129947707e-06 -2.7123321478939036e-06 5.8288748631538409e-06 -1.2150700724060489e-05 8.4417110104238561e-06 -3.0260313906183004e-07 1.2875440119214112e-05 -8.1329607238248261e-06 -1.2778020027326421e-05 -3.4506870944743938e-06 -6.4105851430957216e-06 7.0114590319766043e-06 5.3765746744457745e-07 5.1976394467561956e-06 1.6787543081591139e-05 -1.3430126698949609e-05 1.104750631020579e-05 7.7326435203417539e-06 -1.3841078873610969e-05 -5.0136744723911561e-06 -1.0484731191049626e-06 -3.3466765298076751e-06 -2.7724699145892373e-06 1.0131118262328693e-07
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leaf_count=20 27 20 29 24 22 25 33 20 27 26 21 20 21 22 20 34 22 21 22 23 20 25 25 32 20 45 33 28 20 2374
internal_value=0 2.91008e-08 -2.39482e-08 -2.35967e-06 1.70293e-08 1.93428e-06 -3.49273e-07 3.19996e-06 -4.86074e-08 -3.02878e-06 4.288e-08 8.59246e-07 -1.98201e-08 6.30534e-08 -2.49874e-06 -3.65616e-08 3.96834e-07 3.44362e-06 -2.93646e-06 2.99261e-08 7.46675e-08 2.97291e-08 -1.58733e-06 7.81235e-07 -1.61065e-06 1.27851e-07 5.6821e-06 1.74016e-06 4.90529e-06 6.15849e-09
internal_weight=0 3101 3074 53 3021 100 78 45 2921 87 2834 61 2813 2722 91 2701 71 41 44 2679 2645 2622 150 125 93 2472 53 73 45 2419
internal_count=3121 3101 3074 53 3021 100 78 45 2921 87 2834 61 2813 2722 91 2701 71 41 44 2679 2645 2622 150 125 93 2472 53 73 45 2419
is_linear=0
shrinkage=0.1


Tree=6216
num_leaves=31
num_cat=0
split_feature=130 10 0 40 2 146 142 11 33 47 47 10 47 48 147 1348 48 47 131 132 1 1185 393 51 12 51 12 0 12 51
split_gain=3.3198e-08 8.56204e-08 1.12494e-07 7.07917e-08 5.7278e-08 5.41518e-08 6.95094e-08 7.35917e-08 5.27791e-08 4.5075e-08 3.71486e-07 3.62284e-07 8.63271e-08 6.73111e-08 5.77738e-08 7.48444e-08 8.00823e-08 5.07892e-08 4.42477e-08 5.1057e-08 1.07574e-06 4.50698e-07 1.8104e-07 5.59106e-08 2.20492e-07 6.08204e-07 3.5108e-07 1.38702e-07 9.36338e-08 9.31791e-08
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.17025000000000004 0.087720000000000006 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.096475000000000019 -0.014199999999999999 0.091340000000000018 -0.098424999999999985 0.097985000000000017 0.08401500000000002 -0.078514999999999988 0.089640000000000011 0.13767000000000004 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.10483000000000002 0.094075000000000006 0.088245000000000004 0.10532000000000001 0.085955000000000018 -0.074229999999999977 0.094375000000000014 0.090560000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -8 -9 11 -11 -10 13 -13 15 16 -15 18 19 20 22 -21 -18 29 26 -26 -25 28 -27 -23
right_child=1 3 -4 4 -6 -7 7 8 9 10 -12 12 -14 14 -16 -17 17 -19 -20 21 -22 23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-4.0611046188132605e-06 -5.4617693032404147e-07 -5.8207288453732404e-06 9.9331317687756389e-06 5.7376459131947269e-06 5.2098501761238807e-06 -5.0912061407784465e-06 -5.550916327005477e-06 -4.5662595257454087e-06 -9.7799651843831133e-06 1.4030155967875979e-05 2.5510364165299244e-07 4.9712585846632639e-06 6.6001936124848722e-06 -4.6266532475975076e-06 -5.271618554269524e-06 4.4597118468069266e-06 2.1003224016310521e-08 -4.8969273934961261e-06 -4.4219669937526559e-06 -1.4991697353252676e-05 2.0948345380020329e-05 7.1079614023876312e-09 -9.5984067941216121e-06 9.6747924334356147e-07 1.8415810910482835e-05 1.8977131990790703e-06 -1.3636982662319499e-05 6.6501253673456236e-06 -5.6492709364324729e-06 -5.1992719285668244e-06
leaf_weight=20 21 21 20 21 21 21 24 25 38 21 289 27 20 38 21 37 131 21 22 20 25 1926 23 93 25 35 20 29 31 35
leaf_count=20 21 21 20 21 21 21 24 25 38 21 289 27 20 38 21 37 131 21 22 20 25 1926 23 93 25 35 20 29 31 35
internal_value=0 2.61973e-08 4.56568e-06 -3.46258e-08 5.35714e-09 -3.0857e-08 4.60088e-09 -3.58541e-08 8.98382e-09 4.80617e-08 1.18825e-06 -8.7001e-08 5.5819e-08 4.67109e-09 -4.82902e-08 -4.6064e-09 -7.13727e-08 -3.13297e-10 4.2266e-08 8.33078e-08 1.7078e-06 -4.80312e-08 -1.41566e-06 8.81918e-08 1.55269e-06 4.53785e-06 -1.61738e-06 8.85749e-07 -1.64708e-06 -8.58157e-08
internal_weight=0 3101 41 3060 3039 3018 2997 2976 2952 2927 310 2617 2579 2559 2532 2511 2474 2436 2415 2393 179 2214 154 2194 233 120 113 95 66 1961
internal_count=3121 3101 41 3060 3039 3018 2997 2976 2952 2927 310 2617 2579 2559 2532 2511 2474 2436 2415 2393 179 2214 154 2194 233 120 113 95 66 1961
is_linear=0
shrinkage=0.1


Tree=6217
num_leaves=31
num_cat=0
split_feature=132 399 1203 1213 33 130 130 394 2 13 13 132 16 2 0 4 159 1209 43 130 43 3 130 4 42 3 1209 42 130 1213
split_gain=3.72226e-08 1.87945e-07 1.40026e-07 3.45372e-08 3.37488e-08 3.38967e-08 1.64492e-07 1.13042e-07 2.59304e-07 9.45728e-08 1.10221e-07 8.18765e-08 7.69059e-08 1.96863e-07 1.43785e-07 1.42124e-07 4.8428e-08 3.55435e-08 2.31187e-07 5.13367e-08 2.22716e-07 3.41416e-07 2.95555e-07 2.23173e-07 1.3709e-07 1.19809e-07 1.01825e-07 9.05298e-08 1.63317e-07 5.7202e-08
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.087530000000000011 -0.044254999999999996 -0.0089599999999999975 -0.0048749999999999991 -0.0065099999999999993 0.089005000000000015 -0.011914999999999999 -0.016469999999999995 -0.020429999999999997 -0.084119999999999986 0.090310000000000015 -0.084889999999999979 -0.080744999999999997 0.080005000000000007 -0.087714999999999987 -0.0047449999999999992 0.085235000000000019 -0.095589999999999994 -0.092174999999999993 0.09796500000000001 -0.085409999999999986 -0.092459999999999987 -0.066704999999999987 -0.065739999999999979 -0.14723999999999998 0.0029050000000000005 -0.087969999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 9 -7 8 -8 10 -6 -9 13 14 -11 -14 -17 18 -13 26 22 -22 23 -21 -23 -26 -19 -28 29 -29
right_child=1 -3 -4 -5 5 6 7 11 -10 12 -12 17 15 -15 -16 16 -18 19 -20 20 21 24 -24 -25 25 -27 27 28 -30 -31
leaf_value=-9.0064292537823067e-07 3.9031964330537115e-06 7.0807460585193013e-06 -9.2370824131649e-06 3.4846691278289655e-06 2.0700705017193487e-07 -7.3621484584544954e-06 1.1463693974397196e-05 -6.3411712852982982e-06 -3.6817463615079764e-06 -1.2359637098597888e-05 9.8944915966588581e-06 -2.971694122548328e-06 9.0367858567994762e-06 5.0835511210607365e-06 -1.4841991639602179e-06 2.2842168569379444e-06 -4.4440533179113121e-06 -5.463858321884284e-06 1.0617468634726332e-05 1.7994241688938927e-05 -1.2643382433452643e-05 7.7008023451882128e-06 -1.291650406805591e-06 4.8830288739515497e-06 -5.4746818761941545e-06 3.8720140992154487e-06 6.0666696971684761e-06 -2.1574609831132103e-06 -8.1186981473225536e-06 -1.8414728301988212e-08
leaf_weight=176 22 38 20 20 23 31 26 21 20 20 24 31 22 25 31 23 20 37 21 20 23 23 46 37 32 24 23 133 26 2083
leaf_count=176 22 38 20 20 23 31 26 21 20 20 24 31 22 25 31 23 20 37 21 20 23 23 46 37 32 24 23 133 26 2083
internal_value=0 9.41747e-08 -1.26649e-06 -4.53162e-07 1.57274e-09 -2.8598e-08 -1.20414e-07 -3.49256e-08 4.87872e-06 1.26904e-06 5.15381e-06 -1.22533e-07 -2.58789e-08 -2.18571e-06 -5.74908e-06 2.49946e-06 -8.45211e-07 -7.15011e-08 2.51624e-06 -1.25176e-07 1.39122e-06 -1.92099e-06 4.67127e-06 9.48345e-06 1.20072e-06 -1.46896e-06 -2.60215e-07 -1.75211e-07 -2.39245e-07 -1.46796e-07
internal_weight=0 2905 216 196 2867 2845 2657 2626 46 188 47 2580 141 76 51 65 43 2559 52 2507 205 102 103 57 79 56 2302 2265 2242 2216
internal_count=3121 2905 216 196 2867 2845 2657 2626 46 188 47 2580 141 76 51 65 43 2559 52 2507 205 102 103 57 79 56 2302 2265 2242 2216
is_linear=0
shrinkage=0.1


Tree=6218
num_leaves=31
num_cat=0
split_feature=132 1185 15 1 15 2 130 1213 0 481 2 159 403 43 3 13 484 150 151 133 49 15 457 156 484 1429 1 43 483 1373
split_gain=3.015e-08 1.53862e-07 1.22432e-07 4.50037e-08 3.64428e-08 4.76573e-08 6.25653e-08 5.31235e-08 8.34974e-08 2.74325e-08 2.74461e-07 7.44374e-07 1.50258e-07 1.77479e-07 8.34987e-08 9.74796e-08 3.67833e-08 2.55753e-07 1.49041e-07 1.47455e-07 2.46066e-07 1.91969e-07 1.4533e-07 1.42011e-07 3.13014e-07 2.74283e-07 1.42415e-07 9.88395e-08 7.91485e-08 7.08213e-08
threshold=-0.083449999999999983 -0.087384999999999977 0.092400000000000024 0.089625000000000024 0.08517000000000001 0.10497000000000002 0.09364500000000002 0.085835000000000009 -0.084889999999999979 -0.087424999999999989 0.092875000000000013 -0.085489999999999997 -0.5492149999999999 -0.041049999999999996 -0.085709999999999995 -0.082574999999999982 0.086135000000000017 0.10874500000000002 -0.52488999999999986 0.090445000000000011 0.10347500000000003 -0.067579999999999987 -1.0000000180025095e-35 0.093155000000000002 0.090535000000000018 0.083985000000000018 0.12082500000000002 -0.012164999999999999 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 -1 10 11 -3 13 -11 -13 -16 18 19 -14 20 22 -21 -18 24 25 -24 27 28 -26 -20
right_child=1 9 -4 -5 -6 -7 -8 -9 -10 12 -12 14 16 -15 15 -17 17 -19 29 21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=5.9860433582668652e-06 8.4158660022446632e-06 -2.0469739380738855e-05 -7.7204756744322372e-06 -3.2145340677433103e-06 4.0954288498558833e-06 4.3210596572862418e-06 -5.1567385340873718e-06 -3.2831007117168229e-06 -1.9650227550300772e-06 -5.7273488588786381e-07 8.3650681455599791e-06 6.4415816463484338e-06 -7.8257241912069738e-06 1.1466413361631567e-05 -6.3089916750413984e-06 3.4459364325725586e-06 -7.7651102921143842e-06 1.0315346740854794e-05 -5.8466041428757661e-06 -1.3838364577081632e-06 -1.1523516749392115e-05 1.1983011063421145e-05 1.8128305723621451e-05 -4.902548332183594e-06 4.518859019039415e-08 1.9475817018908197e-06 -7.9276013258051884e-06 -3.4444733657813956e-06 7.6334408268613284e-06 -1.3894374791403402e-08
leaf_weight=28 22 21 25 41 24 20 27 26 25 24 22 21 25 25 20 21 21 27 21 21 20 22 20 33 28 22 21 29 27 2392
leaf_count=28 22 21 25 41 24 20 27 26 25 24 22 21 25 25 20 21 21 27 21 21 20 22 20 33 28 22 21 29 27 2392
internal_value=0 8.4751e-08 -1.13984e-06 -2.78499e-07 5.24017e-07 -1.56252e-07 -1.00103e-06 4.19279e-07 2.23554e-06 2.11768e-08 -1.56548e-06 -4.19767e-06 8.11474e-08 5.56969e-06 1.31384e-06 -1.31257e-06 -1.74009e-08 1.04526e-06 -1.4424e-07 9.71806e-08 -9.45294e-07 5.45502e-06 1.07265e-07 1.02571e-06 2.35654e-06 9.65269e-06 -5.61916e-07 1.27951e-06 3.77033e-06 -6.46556e-08
internal_weight=0 2905 216 191 150 126 106 79 53 2883 105 83 2778 49 62 41 2729 291 2438 264 221 43 201 180 147 42 105 84 55 2413
internal_count=3121 2905 216 191 150 126 106 79 53 2883 105 83 2778 49 62 41 2729 291 2438 264 221 43 201 180 147 42 105 84 55 2413
is_linear=0
shrinkage=0.1


Tree=6219
num_leaves=31
num_cat=0
split_feature=1419 156 1419 1420 2 475 2 0 475 475 49 1375 150 475 52 471 1425 16 0 52 376 3 123 123 40 42 33 0 48 457
split_gain=2.88162e-08 1.10941e-07 3.91692e-08 5.5862e-08 4.1637e-08 3.5697e-08 2.5815e-07 1.72684e-07 6.74921e-08 1.57426e-07 1.28136e-07 8.78716e-08 3.19429e-07 1.31417e-07 4.90688e-08 7.21375e-08 4.07763e-08 4.51799e-08 1.77221e-07 8.55455e-08 5.38224e-08 9.14865e-08 6.03546e-08 9.15292e-08 1.07039e-07 9.79304e-08 6.17203e-08 5.72728e-08 5.0006e-08 4.61441e-08
threshold=0.091465000000000005 -0.065739999999999979 0.086505000000000012 -0.085109999999999991 0.089525000000000007 -0.10664 0.10774000000000002 -0.065229999999999996 -0.086304999999999979 -0.085754999999999984 -0.0087049999999999992 -0.15308499999999997 0.10980500000000001 -0.085024999999999989 -0.56368999999999991 0.084780000000000008 0.09198000000000002 0.62925500000000012 -0.064339999999999994 -0.54533999999999982 0.086445000000000008 -0.014944999999999998 0.08592000000000001 0.087755000000000014 -0.07632499999999999 0.093775000000000011 -0.0066799999999999993 -0.089269999999999988 -0.22597999999999999 -0.11701499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 6 7 -5 10 -10 -7 12 -11 -13 -15 16 17 19 -19 -16 22 -22 26 -24 25 -25 -21 -23 -28 -30
right_child=1 -3 4 5 -6 8 -8 -9 9 11 -12 13 -14 14 15 -17 -18 18 -20 20 21 27 23 24 -26 -27 28 -29 29 -31
leaf_value=-4.9106404651905432e-06 1.8502716831539275e-06 -7.3410897741155169e-06 6.3750740901014076e-06 -8.2891445384555724e-07 -7.7597285184083386e-08 9.4803252812363851e-06 6.7880713296679981e-06 -1.3534126728700358e-05 -8.6084468226285284e-06 1.2927271662825346e-05 -1.0943433249179323e-07 -8.0703641083346158e-06 -2.9775766246789969e-06 -4.7508786251239061e-06 5.4717389973340126e-06 5.678323150673153e-06 4.1583904248909676e-06 2.7891429361196053e-06 -1.0081891889512918e-05 4.4696403634706288e-06 -1.4712900781799568e-06 1.9198196880443859e-06 -8.4859685080118647e-06 -1.4903557779261439e-06 -5.3868698236837033e-06 7.3282751012015989e-06 -5.0004309787254896e-06 9.2209036634730268e-06 3.678501462566012e-06 -3.1687923474515577e-08
leaf_weight=23 29 24 20 23 20 22 21 20 21 23 38 20 28 21 29 23 24 23 20 31 31 21 20 34 34 20 20 22 34 2382
leaf_count=23 29 24 20 23 20 22 21 20 21 23 38 20 28 21 29 23 24 23 20 31 31 21 20 34 34 20 20 22 34 2382
internal_value=0 -2.31185e-06 3.99408e-08 -1.12657e-09 3.14874e-06 3.64504e-08 -2.29997e-06 -6.73832e-06 8.7294e-08 1.81614e-08 3.40681e-06 8.15036e-08 4.1952e-06 6.81565e-09 6.47373e-08 1.01272e-07 5.45426e-08 1.83455e-08 -3.19738e-06 6.99797e-08 1.08438e-08 2.66981e-06 -6.55693e-08 -2.37944e-06 -9.91593e-07 1.7758e-06 3.57271e-08 5.65526e-06 -2.06979e-08 2.0525e-08
internal_weight=0 53 3068 3028 40 3005 64 43 2941 2881 60 2860 51 2809 2789 2768 2745 2721 43 2678 2649 74 2575 108 88 54 2467 43 2436 2416
internal_count=3121 53 3068 3028 40 3005 64 43 2941 2881 60 2860 51 2809 2789 2768 2745 2721 43 2678 2649 74 2575 108 88 54 2467 43 2436 2416
is_linear=0
shrinkage=0.1


Tree=6220
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 1429 156 1425 155 15 15 15 43 45 3 3 160 1375 3 0 12 43 43 1 3 51 148 51 2 49 52
split_gain=2.63144e-08 8.20697e-07 4.53173e-07 1.51013e-07 2.62865e-08 9.87064e-08 4.63402e-08 3.78682e-08 3.29656e-08 2.02382e-07 1.75188e-07 3.87569e-07 6.32403e-08 6.82252e-08 3.16101e-07 1.6808e-07 1.31943e-07 1.06264e-07 4.64286e-07 6.58618e-07 9.98687e-08 1.54422e-07 1.24677e-07 2.07978e-07 2.17024e-07 2.07064e-07 2.69603e-07 3.8363e-07 2.09794e-07 1.29059e-07
threshold=-0.083284999999999984 0.089165000000000008 0.12358500000000001 0.10022000000000002 -0.23752499999999996 0.32523500000000005 0.10034500000000002 0.13131500000000004 -0.10203999999999998 -0.10653 -0.096999999999999989 -0.0095349999999999983 0.094030000000000016 -0.013929999999999998 -0.0096849999999999974 0.11205000000000002 -0.088929999999999981 -0.047929999999999993 -0.080119999999999983 -0.07983999999999998 -0.081779999999999978 -0.077824999999999991 0.081315000000000012 0.084940000000000015 -0.14283999999999999 -0.063899999999999985 0.095375000000000015 0.090675000000000019 -0.054984999999999992 -0.082554999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 6 7 8 9 -6 11 -10 13 17 -15 16 -16 -12 -19 -20 -18 -22 29 -24 -25 -26 27 -27 -29 -23
right_child=2 -3 -4 -5 5 -7 -8 -9 10 -11 12 -13 -14 14 15 -17 20 18 19 -21 21 22 23 24 25 26 -28 28 -30 -31
leaf_value=-1.0432540249864659e-07 -3.5884308437061921e-06 1.8927370373326681e-05 -1.508059152911301e-05 -9.2742209506013748e-06 2.1690952448519489e-07 7.0501737354788929e-06 -4.1227882084732061e-06 3.3569654479994348e-06 2.7887860060218375e-06 8.5612232426008696e-06 -5.6025415682306424e-08 -1.4819606669334464e-05 -5.4920827659814337e-06 1.1696940124171238e-05 -7.8420170926360042e-06 8.6722800035757888e-06 -6.0890531947486375e-06 5.7253960193293098e-06 -5.1319507989436743e-07 -2.3789079440916795e-05 9.1483820640513892e-06 -1.8845488263898666e-06 -1.0225902854120829e-05 9.6163271112324042e-06 5.047661797279206e-06 4.0375188528623372e-06 5.7115030991237454e-06 -5.9330861812009854e-06 -1.8883119628299029e-05 7.7872564213828675e-06
leaf_weight=176 20 23 20 20 466 20 27 34 25 31 1780 25 21 27 21 23 22 32 31 20 21 22 22 21 37 23 23 29 22 37
leaf_count=176 20 23 20 20 466 20 27 34 25 31 1780 25 21 27 21 23 22 32 31 20 21 22 22 21 37 23 23 29 22 37
internal_value=0 1.057e-06 -7.97679e-08 -1.04003e-06 2.43322e-08 4.95786e-08 3.13315e-10 3.98599e-08 -6.94391e-10 7.3738e-07 -1.613e-07 -6.01541e-06 -3.02768e-08 2.15524e-08 1.30257e-06 4.33688e-07 -1.97937e-07 -2.19111e-07 -3.7166e-06 -9.64099e-06 3.77423e-07 9.30974e-07 1.99764e-07 -1.12725e-06 1.64166e-07 -1.31714e-06 -3.74495e-06 -6.68412e-06 -1.15194e-05 4.18082e-06
internal_weight=0 219 2902 196 2882 2862 2842 2815 2781 497 2284 50 2234 2213 350 323 300 1863 83 51 279 257 236 177 155 134 97 74 51 59
internal_count=3121 219 2902 196 2882 2862 2842 2815 2781 497 2284 50 2234 2213 350 323 300 1863 83 51 279 257 236 177 155 134 97 74 51 59
is_linear=0
shrinkage=0.1


Tree=6221
num_leaves=31
num_cat=0
split_feature=156 475 474 51 13 15 474 52 42 474 42 1453 1447 12 1447 480 1456 1455 1455 0 157 51 157 1371 157 1 12 482 482 482
split_gain=3.30632e-08 4.33104e-08 3.40143e-08 1.78554e-07 1.20027e-07 1.97894e-07 1.03226e-07 1.79991e-07 8.09601e-08 7.41477e-08 7.0223e-08 6.32912e-08 6.6986e-08 3.19744e-07 2.53934e-07 1.93053e-07 6.12574e-08 5.1317e-08 7.06913e-08 6.85516e-08 5.40535e-08 3.09022e-07 1.99397e-07 1.63613e-07 1.16225e-07 9.31806e-08 8.66294e-08 6.05364e-08 2.3055e-07 1.39468e-07
threshold=0.3248100000000001 0.13528000000000004 0.090440000000000006 -0.10316499999999999 -0.052719999999999996 -0.066844999999999988 0.088435000000000014 -0.023194999999999997 0.088295000000000012 0.11134000000000001 0.08623500000000002 -0.087504999999999986 -0.085709999999999995 0.083985000000000018 -0.08477999999999998 0.08759500000000002 0.12034500000000002 -0.097209999999999977 -0.070999999999999994 -0.084269999999999984 -0.087424999999999989 -0.085534999999999986 -0.086394999999999986 0.083235000000000017 -0.083699999999999983 0.085110000000000005 0.088365000000000013 0.098465000000000011 0.090355000000000005 0.08673500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 8 -6 11 -8 10 -10 -5 -1 13 -13 -14 -15 17 -16 19 -19 21 -20 -22 24 -24 26 -23 28 29 -26
right_child=-2 -3 3 4 5 -7 7 -9 9 -11 -12 12 14 15 16 -17 -18 18 20 -21 22 25 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-4.4228923400169155e-06 -3.7774817231009999e-06 4.5539923511179432e-06 -9.5654501167344928e-06 -2.1446291647838448e-06 8.8896344387711508e-06 -3.5115076737600824e-06 9.7348201555977824e-06 -2.1109679872334594e-06 -9.081923032283612e-06 -1.0446140508561672e-06 5.1759748808066773e-06 1.0851911779496959e-05 -1.1271802904957439e-05 3.8108117647622033e-06 -4.2523611463602046e-06 -6.6274260162532194e-06 -4.7924384541777101e-06 3.4729804486811522e-07 -1.2680276540777413e-05 8.4365260318008956e-06 8.8661751935712975e-06 7.8585345669995629e-06 6.8133369548097386e-06 -6.5369516321240828e-06 1.2587185085236723e-07 -3.8435218795841918e-06 -5.6666107446709743e-07 -3.8163897345501215e-06 8.8664451838364277e-06 -7.239226537118035e-06
leaf_weight=32 23 21 23 38 31 22 29 23 24 22 20 32 20 37 27 34 26 22 22 20 26 23 26 37 2312 28 26 39 30 26
leaf_count=32 23 21 23 38 31 22 29 23 24 22 20 32 20 37 27 34 26 22 22 20 26 23 26 37 2312 28 26 39 30 26
internal_value=0 2.80439e-08 -2.84493e-09 -1.33669e-06 -1.31201e-07 3.74199e-06 8.00311e-08 4.49534e-06 -2.10504e-06 -5.23799e-06 3.79717e-07 -6.7046e-10 4.96357e-08 2.55271e-06 -4.54995e-08 -1.18778e-06 3.79674e-08 8.5111e-08 1.29522e-07 4.19931e-06 6.36526e-08 -2.228e-06 1.54547e-07 6.2846e-08 1.63213e-07 7.5837e-07 3.38802e-06 9.13793e-08 1.55739e-07 4.39674e-08
internal_weight=0 3098 3077 180 157 53 2897 52 104 46 58 2845 2813 103 2710 71 2690 2664 2637 42 2595 99 2496 2470 2433 77 49 2407 2368 2338
internal_count=3121 3098 3077 180 157 53 2897 52 104 46 58 2845 2813 103 2710 71 2690 2664 2637 42 2595 99 2496 2470 2433 77 49 2407 2368 2338
is_linear=0
shrinkage=0.1


Tree=6222
num_leaves=31
num_cat=0
split_feature=1365 47 0 1 47 47 49 0 394 1 120 1 40 1 2 33 148 447 3 2 52 156 1428 2 1452 51 1213 1213 51 150
split_gain=3.15257e-08 2.97841e-08 2.49615e-07 1.3628e-06 2.76844e-07 1.12648e-07 9.54267e-08 6.42753e-08 5.47342e-08 4.02426e-08 1.05408e-07 7.56389e-08 2.66735e-07 1.84717e-07 1.53559e-07 7.43945e-08 5.62004e-08 8.52317e-08 5.41836e-08 1.685e-07 2.70699e-07 1.30379e-07 7.88607e-08 6.78908e-08 5.6142e-08 5.18577e-08 1.8254e-07 2.77431e-07 2.32628e-07 1.22192e-07
threshold=0.088010000000000019 0.092165000000000011 -0.10224499999999999 0.099400000000000002 0.09550500000000002 0.090100000000000013 0.10440000000000001 -0.093584999999999988 0.264685 0.16540500000000002 1.0000000180025095e-35 0.13756000000000004 -0.07632499999999999 0.13559000000000002 0.14445500000000003 -0.012019999999999998 -0.10069499999999999 0.094580000000000011 0.11658 0.11215000000000001 -0.012859999999999998 0.3248100000000001 0.087445000000000009 0.10497000000000002 0.11609000000000001 0.087505000000000013 -0.083944999999999978 -0.056829999999999992 0.090050000000000005 0.090480000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 8 -5 -6 9 10 11 13 -13 15 -14 -1 -17 18 21 -20 -21 22 24 -24 25 -18 -27 -28 -29 -30
right_child=-2 2 4 6 7 -7 -8 -9 -10 -11 -12 12 14 -15 -16 16 17 -19 19 20 -22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=5.7896730378491736e-06 3.2260758674359142e-06 -2.6987642304861351e-05 1.1361981459727263e-05 -1.0399489421312561e-06 -4.6229218986398697e-06 7.2020756554345342e-06 7.2060977444103322e-06 2.879729491293179e-07 4.7724187387151087e-06 4.2354520763348615e-06 -5.4337665397320561e-06 1.3048323739894841e-05 -5.2704834285665839e-06 -8.6380868424384978e-06 4.3311069924180225e-06 4.7653870353769896e-06 -3.6183761879592441e-07 -6.2937221731441568e-06 8.310728308500868e-06 -7.2284334459027383e-06 7.1912857977266604e-06 -7.7922078038351501e-06 3.0303560627296313e-07 8.2521472287615851e-06 4.6750541116580281e-06 1.0297861995240965e-05 -1.0931095741852915e-05 1.0258913034879068e-05 -6.4115185041908473e-07 6.8027218158022157e-06
leaf_weight=22 30 22 22 36 31 22 23 190 24 22 36 20 31 25 36 24 2032 22 31 30 23 22 22 21 24 20 20 26 187 25
leaf_count=22 30 22 22 36 31 22 23 190 24 22 36 20 31 25 36 24 2032 22 31 30 23 22 22 21 24 20 20 26 187 25
internal_value=0 -3.13107e-08 -9.38451e-07 -5.746e-06 6.64065e-07 7.49103e-08 2.17461e-06 -4.00886e-07 1.77891e-08 -2.41481e-08 -5.88688e-08 1.37923e-08 2.91381e-06 -8.41508e-08 -1.1142e-07 -3.21588e-10 -5.06893e-08 -9.68313e-08 -4.19253e-08 2.45451e-06 -9.70819e-07 -1.29337e-07 -5.84145e-08 4.18516e-06 -1.36595e-07 -1.86586e-07 1.09439e-06 3.8094e-07 1.33153e-06 2.36663e-07
internal_weight=0 3091 324 81 243 2767 59 221 2745 2721 2699 2663 87 2576 67 2551 2529 2505 2483 84 53 2399 2377 43 2334 2310 278 258 238 212
internal_count=3121 3091 324 81 243 2767 59 221 2745 2721 2699 2663 87 2576 67 2551 2529 2505 2483 84 53 2399 2377 43 2334 2310 278 258 238 212
is_linear=0
shrinkage=0.1


Tree=6223
num_leaves=31
num_cat=0
split_feature=1373 457 16 1348 457 16 16 484 49 1375 51 130 15 15 2 2 12 1365 150 3 150 2 2 4 15 52 2 0 2 4
split_gain=2.96979e-08 9.0366e-08 2.32636e-07 1.21197e-07 3.66425e-08 9.38003e-08 1.42159e-07 4.00015e-08 5.15673e-07 2.26994e-07 1.36749e-07 1.2555e-07 1.92472e-07 9.3641e-08 2.14576e-07 6.80924e-08 1.66693e-07 6.72861e-08 7.93282e-08 6.67324e-08 5.26826e-08 6.74367e-08 2.54033e-07 2.79531e-07 3.09468e-07 2.78153e-07 1.92008e-07 1.89116e-07 1.68284e-07 2.00864e-07
threshold=-1.0000000180025095e-35 0.11612500000000002 -0.008069999999999999 -0.047944999999999995 0.091495000000000007 -0.54165499999999989 -0.012324999999999997 0.091180000000000011 0.11236 -0.093609999999999985 -0.076794999999999988 -0.23123999999999997 -0.54354999999999987 -0.56020999999999987 0.10912000000000001 0.088555000000000009 0.08598500000000002 0.084090000000000012 -0.089149999999999993 -0.080934999999999993 -0.094239999999999977 0.11362000000000001 0.10613000000000002 -0.023539999999999995 -0.067579999999999987 -0.54663499999999987 0.10497000000000002 -0.11242999999999999 0.11548000000000001 -0.0086549999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 7 -6 -7 9 10 -5 -9 -11 -13 -12 15 16 -15 20 -19 -17 -14 22 26 25 27 -24 -22 -25 29 -23
right_child=1 2 -4 4 5 6 -8 8 -10 11 13 12 17 14 -16 19 -18 18 -20 -21 21 28 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-3.3655769509157206e-06 -7.7970361780899123e-06 1.0664631624352367e-05 -3.6808698087043011e-06 -9.8215175320900044e-06 -3.2582279527559881e-06 1.0916289193119156e-05 -5.8643662234978615e-07 -7.4548791189954503e-06 1.5778098197022867e-05 7.6487332816690299e-06 -4.8717270448588141e-06 -9.4287273792691535e-06 -3.4246683700520737e-06 -2.0435951614672377e-06 1.0261770499179572e-05 -7.0595604938716866e-06 8.3655590606213073e-06 6.9956854907825893e-06 -9.6753007958547892e-07 4.2370002819762497e-07 -7.8514965577631872e-08 2.3481984715631586e-07 -6.4533992952563397e-06 -8.915829143266561e-06 -1.6569068081700044e-05 5.0522448079991204e-06 7.7289314170059239e-06 3.6379317494027508e-06 4.4303665873712817e-07 1.4065915378783496e-05
leaf_weight=26 20 26 20 24 20 21 22 24 22 21 26 22 47 40 24 22 25 29 22 26 2013 21 38 28 29 47 32 21 342 21
leaf_count=26 20 26 20 24 20 21 22 24 22 21 26 22 47 40 24 22 25 29 22 26 2013 21 38 28 29 47 32 21 342 21
internal_value=0 2.82742e-08 4.42746e-06 -3.80959e-08 1.31351e-08 2.39962e-06 5.03117e-06 -3.75555e-08 1.29627e-06 -1.38669e-07 -4.07478e-07 -5.36381e-08 -1.1328e-07 6.30176e-07 1.67433e-06 -1.49548e-07 1.95993e-06 -3.70945e-08 3.56057e-06 -3.00613e-06 -1.06621e-07 -4.64561e-08 -2.5917e-07 -4.05843e-06 -8.38141e-06 -9.14549e-08 4.36553e-08 -3.53565e-06 1.17665e-06 7.15037e-06
internal_weight=0 3095 46 3049 3029 63 43 2966 209 2757 187 2733 2712 163 137 113 65 2690 51 48 2639 2592 2208 163 78 85 2045 49 384 42
internal_count=3121 3095 46 3049 3029 63 43 2966 209 2757 187 2733 2712 163 137 113 65 2690 51 48 2639 2592 2208 163 78 85 2045 49 384 42
is_linear=0
shrinkage=0.1


Tree=6224
num_leaves=31
num_cat=0
split_feature=156 156 51 156 4 475 49 4 160 43 155 155 0 3 474 474 2 157 0 4 12 1447 1453 1447 1456 1447 475 51 151 157
split_gain=3.13106e-08 4.54373e-08 8.31693e-08 3.94831e-08 6.48671e-08 9.05705e-08 5.33052e-08 3.67255e-08 1.07015e-07 1.78679e-07 5.63288e-08 5.66579e-08 1.26379e-07 4.64771e-08 4.55003e-08 1.60968e-07 1.35931e-07 1.1121e-07 1.79386e-07 9.55437e-08 8.24264e-08 5.36902e-08 5.91354e-08 6.21786e-08 3.22748e-07 1.19042e-07 5.09905e-08 2.215e-07 1.20077e-07 7.23567e-08
threshold=0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.10541000000000002 0.50996500000000011 -0.008964999999999999 0.096185000000000007 -0.50427999999999995 -0.00067499999999999993 -0.014584999999999999 0.11245500000000001 0.085195000000000007 -0.089019999999999974 0.084940000000000015 0.088985000000000022 0.088335000000000011 0.084145000000000011 -0.073574999999999988 -0.083804999999999977 -0.013514999999999998 0.094580000000000011 -0.14960499999999996 -0.087504999999999986 -0.086279999999999982 0.085790000000000019 -0.085539999999999991 -0.086279999999999982 -0.085734999999999992 -0.55306499999999992 0.084490000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 5 -5 -7 8 13 -10 11 14 -13 -1 15 21 19 18 -18 -16 -19 -9 -23 24 -24 -25 27 -27 -28 -30
right_child=-2 2 -4 4 -6 6 -8 10 9 -11 -12 12 -14 -15 16 -17 17 20 -20 -21 -22 22 23 25 -26 26 28 -29 29 -31
leaf_value=5.2804108019613307e-06 3.8483016223402779e-06 1.4938621721479908e-06 -7.0426563142973467e-06 8.9734565960952754e-06 -1.7745721713424701e-06 4.1640313358786647e-06 -2.5535619919364329e-06 5.104698257560986e-06 7.5403940096900144e-07 -1.0253814870621085e-05 4.6534129003598187e-06 1.7899440952836205e-06 -8.3692491098190669e-06 -1.4553523965332716e-06 -1.760841382747458e-06 9.0746365776794851e-06 1.1938291618207585e-06 6.0713464975108492e-06 -9.88949547925823e-06 -1.1535486569300703e-05 -1.6580755496678732e-06 -4.4624309746974052e-06 3.0112212382249485e-06 7.6482662182440575e-06 -1.2943344414192586e-05 2.1676663203307772e-06 7.6900321183919517e-06 -9.8107205609756845e-06 4.1974869071193548e-08 5.8035279917848218e-06
leaf_weight=21 21 21 25 22 32 27 21 21 30 29 26 24 25 20 20 20 40 37 23 20 22 29 32 21 21 38 21 26 2364 22
leaf_count=21 21 21 25 22 32 27 21 21 30 29 26 24 25 20 20 20 40 37 23 20 22 29 32 21 21 38 21 26 2364 22
internal_value=0 -2.60774e-08 -3.14555e-06 2.09087e-08 1.95523e-06 3.66029e-06 1.22508e-06 -4.59277e-08 -1.92958e-06 -4.6566e-06 2.0119e-08 -2.25086e-08 -3.39332e-06 1.99467e-06 3.69691e-08 1.37718e-07 -1.58932e-06 6.93191e-08 -2.85246e-06 -6.64816e-06 3.18919e-06 6.88401e-08 2.7755e-08 7.89202e-08 -3.3104e-06 1.51004e-07 8.72883e-08 -2.69855e-06 1.61361e-07 9.5099e-08
internal_weight=0 3100 46 3054 102 70 48 2952 100 59 2852 2826 49 41 2777 2615 162 122 63 40 59 2595 2574 2545 53 2492 2471 64 2407 2386
internal_count=3121 3100 46 3054 102 70 48 2952 100 59 2852 2826 49 41 2777 2615 162 122 63 40 59 2595 2574 2545 53 2492 2471 64 2407 2386
is_linear=0
shrinkage=0.1


Tree=6225
num_leaves=31
num_cat=0
split_feature=130 39 130 394 43 41 4 42 2 2 2 12 1447 1456 16 2 3 481 43 1447 12 4 12 1455 1456 11 403 2 51 156
split_gain=2.93062e-08 7.79725e-08 3.63757e-08 4.1645e-08 9.89469e-08 3.40182e-08 3.65096e-08 1.18153e-07 8.93523e-08 5.09432e-07 2.13268e-07 1.77614e-07 3.24401e-07 2.32462e-07 2.27581e-07 2.21877e-07 7.75269e-07 3.92564e-07 9.04597e-07 4.06243e-07 1.74107e-07 2.21224e-07 2.92757e-07 1.51413e-07 2.09883e-07 1.5335e-07 1.50188e-07 1.25602e-07 1.11119e-07 1.90757e-07
threshold=-0.23647499999999996 0.15438500000000002 -0.14628999999999995 0.013605000000000001 -0.010344999999999998 0.11457000000000002 -0.012164999999999999 -0.23037499999999997 0.09580000000000001 0.094835000000000017 0.097220000000000015 0.083715000000000026 -1.0000000180025095e-35 0.090820000000000026 -0.080789999999999987 0.092635000000000009 -0.079724999999999976 -0.086219999999999977 -0.077604999999999993 -0.086219999999999977 0.084405000000000022 -0.016304999999999997 0.08493500000000001 -0.088874999999999982 -0.0077899999999999992 0.081365000000000007 -0.10393999999999999 0.084055000000000005 -0.14283999999999999 0.09747500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -4 9 11 -10 12 -9 15 -14 17 -17 18 -13 -19 27 22 -22 -24 -25 -26 -12 -21 29 -28
right_child=1 -3 3 4 -6 -7 -8 8 10 -11 26 13 14 -15 -16 16 -18 19 -20 20 21 -23 23 24 25 -27 28 -29 -30 -31
leaf_value=-3.8156473192429991e-06 -3.818623127699539e-06 5.7023895934094071e-06 7.3224343395850157e-06 -1.4892658020409563e-06 8.2292381466686487e-06 -3.7056405390103464e-06 3.8633466637779843e-07 -1.5390871103591055e-05 7.9002026513290526e-06 -1.5266024206687472e-05 -6.7831067161901527e-06 2.4045294459803564e-06 -1.0554703672264274e-05 1.0394200494158126e-05 -3.9994777386541563e-07 -6.1334795160898164e-06 1.6078066517944867e-05 1.2960443133203586e-05 -2.5654943420931886e-05 -1.2504286969488021e-05 9.228085266787436e-06 -8.4601296840270553e-06 -8.4339716688026054e-06 8.0367036297678684e-06 -1.1619571974097884e-07 -9.0033208016393475e-06 1.2633206488317229e-05 -1.6686521358560245e-06 -2.4883308284256681e-08 -6.1533004053013304e-08
leaf_weight=20 25 24 20 22 20 25 1339 20 39 24 29 27 26 21 146 30 33 23 20 20 34 31 22 31 665 20 20 23 293 29
leaf_count=20 25 24 20 22 20 25 1339 20 39 24 29 27 26 21 146 30 33 23 20 20 34 31 22 31 665 20 20 23 293 29
internal_value=0 2.46166e-08 -1.96689e-08 1.14497e-08 3.13859e-06 -3.21849e-08 -1.41895e-09 -3.16852e-07 -4.10816e-07 -8.41261e-07 8.65821e-07 -5.50829e-07 -3.33663e-06 -1.59564e-08 -1.93497e-06 -2.39259e-07 5.50114e-06 -6.34068e-07 -9.53567e-06 -1.52623e-07 -5.09125e-07 -1.77155e-07 1.55452e-07 -2.62529e-07 -1.14508e-08 -3.75674e-07 1.26358e-07 -6.70848e-06 7.12248e-07 5.11999e-06
internal_weight=0 3101 3077 3052 42 3010 2985 1646 1626 1216 410 1192 192 1000 172 979 63 916 47 869 846 803 772 738 716 685 371 43 342 49
internal_count=3121 3101 3077 3052 42 3010 2985 1646 1626 1216 410 1192 192 1000 172 979 63 916 47 869 846 803 772 738 716 685 371 43 342 49
is_linear=0
shrinkage=0.1


Tree=6226
num_leaves=31
num_cat=0
split_feature=12 130 2 4 482 1429 1417 11 12 1 16 12 11 11 400 9 33 10 16 2 97 374 16 1374 151 1374 1 1373 51 51
split_gain=3.48744e-08 7.11119e-08 3.07805e-08 3.71915e-08 3.25692e-08 3.01055e-08 9.21821e-08 5.3778e-08 1.77951e-07 1.20589e-07 1.07504e-07 2.82795e-07 1.35346e-07 6.77323e-08 7.17658e-08 4.64725e-08 1.31445e-07 5.05074e-08 1.12313e-06 9.69584e-08 6.28472e-08 1.19941e-07 4.31631e-08 2.15486e-07 1.93257e-07 1.19748e-07 4.82869e-07 2.60074e-07 1.41695e-07 2.04926e-07
threshold=0.23631000000000002 -0.22461999999999996 0.31098000000000003 0.62736500000000006 0.085075000000000026 0.12521000000000002 -0.080324999999999994 0.090070000000000025 0.10149500000000002 0.11249000000000002 0.63167000000000006 0.090020000000000017 0.086595000000000019 0.083010000000000014 -0.40134499999999995 0.092890000000000014 -0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 -0.045829999999999989 -0.071434999999999985 0.088235000000000008 -0.0094449999999999968 0.087110000000000007 -0.37203999999999993 0.086765000000000023 0.090130000000000016 0.075690000000000021 -0.10316499999999999 -0.083899999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 10 -9 -10 12 -12 13 14 -8 16 -16 18 -18 -19 -21 22 25 24 -24 27 -27 28 -22 -30
right_child=-2 2 -4 4 -6 -7 7 8 9 -11 11 -13 -14 -15 15 -17 17 19 -20 20 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=5.1384170580638092e-06 -3.87957101654889e-06 -6.4996571981365296e-06 -3.1013565603643657e-06 5.8958615295523496e-06 2.5726897525774325e-07 3.8422762577283723e-06 5.9458505802467703e-06 7.9294094965527114e-06 -7.3775395867414769e-06 2.789173611615427e-06 1.7192773063763006e-06 -1.3849773581569024e-05 6.9227241478334434e-06 -5.8631535557651666e-06 -8.1825581924022129e-06 4.2258322864654479e-06 -1.0640565066921681e-05 -6.3115550819929918e-06 1.5652365327971923e-05 -5.5029329598168956e-06 -7.4031809942217329e-06 6.3848167977492516e-06 9.052238473963198e-06 -1.09229545364542e-05 -6.6470766816218874e-07 1.4296073765796824e-05 -4.6163712593422839e-06 -9.171568675204375e-06 7.4058481897054672e-06 1.5790115555358763e-07
leaf_weight=27 23 22 32 20 21 20 20 35 20 28 28 20 28 20 20 25 32 25 33 21 24 29 21 20 808 27 27 30 40 1575
leaf_count=27 23 22 32 20 21 20 20 35 20 28 28 20 28 20 20 25 32 25 33 21 24 29 21 20 808 27 27 30 40 1575
internal_value=0 2.87997e-08 -1.61237e-08 1.63632e-08 3.0078e-06 -2.45471e-08 -5.05164e-08 -2.51871e-09 2.50693e-06 -1.44696e-06 -7.50159e-08 -4.76783e-06 4.72035e-09 -6.45339e-08 -2.27721e-08 -6.60701e-08 -1.05344e-07 -4.5778e-08 2.70815e-06 -1.13404e-07 -5.43062e-08 -1.0315e-08 -8.24219e-08 -6.66014e-07 -4.18561e-07 2.0514e-07 4.83985e-06 5.51856e-08 2.24071e-07 3.37417e-07
internal_weight=0 3098 3071 3039 41 2998 2978 2956 83 48 2873 48 2825 2797 2777 2757 2732 2712 65 2647 2622 2601 2572 849 829 1723 54 1669 1639 1615
internal_count=3121 3098 3071 3039 41 2998 2978 2956 83 48 2873 48 2825 2797 2777 2757 2732 2712 65 2647 2622 2601 2572 849 829 1723 54 1669 1639 1615
is_linear=0
shrinkage=0.1


Tree=6227
num_leaves=31
num_cat=0
split_feature=130 40 10 34 12 9 9 376 132 1186 393 15 2 132 399 130 16 16 42 2 401 3 52 1 52 1375 158 484 0 484
split_gain=3.06606e-08 7.00028e-08 3.09195e-08 1.29146e-07 1.64167e-07 1.08696e-07 4.92674e-08 3.8649e-08 3.26268e-08 8.01096e-07 4.37218e-07 1.10277e-07 4.09526e-08 1.07712e-07 6.00319e-08 3.90862e-08 3.76552e-08 3.75838e-07 2.65055e-07 1.63034e-07 8.87576e-08 8.54922e-08 8.31272e-08 4.25647e-07 2.30225e-07 1.79586e-07 1.97698e-07 1.5346e-07 1.64741e-07 1.37549e-07
threshold=-0.23647499999999996 -0.23755499999999996 0.0036750000000000007 -0.057544999999999992 -0.010834999999999999 0.091600000000000015 0.085355000000000014 -0.098069999999999977 -0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.092400000000000024 0.089320000000000024 -0.41094499999999995 0.085965000000000014 -0.13392499999999996 -0.056919999999999991 -0.06421499999999998 0.085010000000000016 -0.0050599999999999994 -0.06959499999999999 -0.16726499999999997 -0.078224999999999975 0.090130000000000016 -0.016329999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 -0.081614999999999979 -0.090809999999999988 -0.075319999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 7 -3 9 11 15 12 14 -14 -9 -10 17 21 -19 -18 -21 -17 23 -23 25 -24 -27 28 -26 -29
right_child=1 2 3 4 -6 -7 -8 8 10 -11 -12 -13 13 -15 -16 16 19 18 -20 20 -22 22 24 -25 27 26 -28 29 -30 -31
leaf_value=-3.9028351352499156e-06 5.094802381117242e-06 -3.7531430085177166e-06 7.8887799743370126e-06 4.3594237255698928e-06 -6.3888423779998356e-06 -7.2410183964252834e-06 4.8052832166182016e-06 -4.2944952934033756e-06 -4.2014311867949967e-06 1.9709798030882151e-05 -1.4843914841549121e-05 -7.0648444061589551e-06 7.1559312164026779e-06 -1.4907214195607609e-06 6.812292629143458e-07 4.7846541268594792e-06 -6.9841049955875361e-06 1.8092645204887959e-05 1.8121379707736196e-06 6.4485252642043631e-06 -2.6534296032901979e-07 1.3621250740925463e-05 1.2510443110366635e-06 -3.2695367845714853e-06 -2.0067327477590884e-07 -1.5771962023573374e-05 -2.3100372891349255e-06 -7.6132145655568213e-06 1.1279414677119348e-05 4.2497252364706534e-08
leaf_weight=20 27 28 25 30 27 21 21 38 22 21 20 25 25 34 67 38 36 20 20 20 1273 25 23 37 25 24 20 24 25 1060
leaf_count=20 27 28 25 30 27 21 21 38 22 21 20 25 25 34 67 38 36 20 20 20 1273 25 23 37 25 24 20 24 25 1060
internal_value=0 2.51666e-08 -1.93618e-08 1.89638e-06 -7.3186e-07 -7.18655e-08 -2.11916e-08 -5.55495e-08 -2.01174e-08 1.18071e-06 -1.13102e-07 -8.78073e-07 6.50323e-08 2.17311e-06 -1.11951e-06 -3.66076e-09 3.09276e-08 4.04784e-07 9.95239e-06 -3.46305e-07 -1.61493e-07 1.11237e-07 -2.93721e-08 3.54126e-06 -2.13701e-07 -5.90976e-06 -9.65291e-06 1.22838e-07 5.53937e-06 -1.27002e-07
internal_weight=0 3101 3074 82 57 2992 2971 2950 2922 210 2712 189 164 59 105 2692 2670 1341 40 1329 1293 1301 1263 62 1201 67 44 1134 50 1084
internal_count=3121 3101 3074 82 57 2992 2971 2950 2922 210 2712 189 164 59 105 2692 2670 1341 40 1329 1293 1301 1263 62 1201 67 44 1134 50 1084
is_linear=0
shrinkage=0.1


Tree=6228
num_leaves=31
num_cat=0
split_feature=12 130 132 393 1203 1456 49 1453 1429 156 474 474 14 13 474 133 1446 1 1446 157 49 157 2 1371 1373 457 1375 457 1348 1375
split_gain=3.39446e-08 6.51836e-08 3.08292e-08 1.91787e-07 1.04586e-07 2.80786e-08 1.27514e-07 3.72839e-08 3.24164e-08 7.76763e-08 6.77406e-08 5.50616e-08 1.7292e-07 2.46752e-07 1.37402e-07 7.32757e-08 6.02404e-08 1.8345e-07 6.8945e-08 6.47734e-08 3.10877e-07 1.6643e-07 1.46016e-07 1.20503e-07 9.72026e-08 2.90175e-07 1.17328e-07 6.50441e-08 1.02201e-07 6.90459e-08
threshold=0.23631000000000002 -0.22461999999999996 -0.083174999999999985 0.12069000000000002 0.089005000000000015 0.10959500000000001 0.10269000000000002 0.09648000000000001 -0.23587499999999997 0.3248100000000001 0.11381000000000001 0.089435000000000014 -0.31455999999999995 -1.0000000180025095e-35 0.088710000000000011 0.087625000000000022 0.096495000000000011 0.083135000000000014 0.091180000000000011 -0.087424999999999989 0.0093850000000000027 -0.086394999999999986 0.10467500000000002 0.083235000000000017 1.0000000180025095e-35 -0.081454999999999986 -0.42089999999999994 0.11612500000000002 -0.047944999999999995 0.084795000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 7 -7 8 -4 10 11 14 -13 15 16 -14 18 -18 19 20 22 -21 -10 24 26 -26 -23 28 -28 -30
right_child=-2 2 3 -5 -6 6 -8 -9 9 -11 -12 12 13 -15 -16 -17 17 -19 -20 21 -22 23 -24 -25 25 -27 27 -29 29 -31
leaf_value=4.9204147284466739e-06 -3.8275033425041174e-06 -3.4198268995402407e-07 4.0290827223543604e-06 9.5950910755553721e-06 -6.982672896440447e-06 -5.8013506231658103e-06 3.5578042494914067e-06 4.2474916968092747e-06 4.0879672269511502e-06 -6.2207203836806006e-06 4.6079792724640359e-06 4.4174204724356519e-06 -3.5100066050816565e-06 -1.2875069570365364e-05 7.1794798444628855e-06 2.9325806559023073e-06 -1.5367866986082392e-06 9.4866373851450945e-06 -5.1924283385373066e-06 8.0539566607302942e-06 -9.8649982733549411e-06 -6.9485173871915626e-06 -5.7390958448065384e-06 -5.5764252854379794e-06 -3.2211492073959869e-06 1.2329176157284868e-05 -7.092278201525915e-06 5.1531847238948105e-06 8.9680607887413481e-09 4.1040705775617968e-06
leaf_weight=27 23 195 20 21 27 37 24 21 54 20 32 32 51 24 27 27 36 26 26 26 37 24 21 38 24 24 20 25 2090 42
leaf_count=27 23 195 20 21 27 37 24 21 54 20 32 32 51 24 27 27 36 26 26 26 37 24 21 38 24 24 20 25 2090 42
internal_value=0 2.84158e-08 -1.45943e-08 7.38504e-08 -1.14963e-06 3.14813e-09 -2.11906e-06 4.99334e-08 1.78326e-08 -1.1597e-08 3.42945e-08 -2.04392e-08 -1.99608e-06 -4.00816e-06 8.37876e-08 -1.27988e-06 7.55058e-09 3.08594e-06 -7.03197e-08 -1.54023e-08 -2.36407e-06 9.83248e-08 1.33639e-06 7.88034e-09 1.02235e-07 4.55401e-06 5.14941e-09 8.1809e-08 2.28944e-08 8.96408e-08
internal_weight=0 3098 3071 2849 222 2828 61 2767 2746 2726 2706 2674 134 102 2540 78 2513 62 2451 2425 112 2313 75 2287 2249 48 2201 2177 2152 2132
internal_count=3121 3098 3071 2849 222 2828 61 2767 2746 2726 2706 2674 134 102 2540 78 2513 62 2451 2425 112 2313 75 2287 2249 48 2201 2177 2152 2132
is_linear=0
shrinkage=0.1


Tree=6229
num_leaves=31
num_cat=0
split_feature=156 474 1429 153 1420 1420 475 4 3 47 474 0 448 484 484 131 483 482 1447 12 159 403 12 43 12 16 13 0 481 43
split_gain=3.43127e-08 4.40332e-08 4.09249e-08 6.88652e-08 3.79816e-08 8.31906e-08 7.20425e-08 4.07743e-08 1.80614e-07 1.50826e-07 5.19139e-08 1.06869e-07 3.82126e-08 3.73209e-08 2.0023e-07 1.41378e-07 1.02038e-07 1.49083e-07 1.00124e-07 2.43455e-07 2.6336e-07 2.12508e-07 9.80552e-08 2.06633e-07 1.47878e-07 8.98655e-08 1.73188e-07 9.42746e-08 8.65393e-08 2.5911e-07
threshold=0.32523500000000005 0.11568500000000002 0.11475 0.082840000000000011 -0.08341999999999998 -0.079539999999999986 -0.080559999999999979 -0.50940999999999981 -0.098469999999999988 1.0000000180025095e-35 -0.084054999999999977 -0.077639999999999987 -0.087399999999999992 -0.0095549999999999993 -0.017214999999999998 0.09474500000000001 0.098395000000000024 0.098465000000000011 -0.085684999999999997 0.083985000000000018 -0.092414999999999983 -0.083444999999999991 0.12757000000000002 -0.23714499999999997 0.12069000000000002 0.033715000000000009 -0.077799999999999994 -0.069824999999999984 -0.085784999999999986 -0.077604999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 8 -7 -10 11 -9 -12 14 15 18 22 -18 19 -14 -21 -20 24 -24 28 -23 -27 -28 29 -15
right_child=-2 -3 -4 -5 5 7 -8 10 9 -11 12 -13 13 16 -16 -17 17 -19 21 20 -22 25 23 -25 -26 26 27 -29 -30 -31
leaf_value=-5.4837472393485545e-07 4.0285798496326954e-06 -3.5541688125054603e-06 3.463087305403058e-06 -5.0534820620332201e-06 -6.1536087368484587e-06 3.3807259892308781e-06 7.0403560553958506e-06 -1.108184342228924e-06 -1.2929201079714404e-05 -6.4807673197719858e-07 -3.7276543345662369e-06 7.4819362398313528e-06 1.0555328283317068e-05 3.5638478425426002e-06 -9.6849083003410403e-06 7.1606595573333223e-06 1.0378910334907233e-05 3.6171900202857499e-07 -1.1491366823861428e-05 6.3966156403694189e-06 -9.4586275653537924e-06 2.0455413780136992e-07 4.2664259206048886e-06 -8.2911861035857949e-06 8.5557838593515393e-06 -1.1275818447260959e-05 3.5430788977044782e-06 -5.1483269118079993e-06 2.0934424194160431e-07 -1.2533041090136976e-05
leaf_weight=29 21 35 34 27 22 31 22 30 20 20 27 28 25 20 24 24 24 39 20 20 22 213 20 38 21 22 26 24 2173 20
leaf_count=29 21 35 34 27 22 31 22 30 20 20 27 28 25 20 24 24 24 39 20 20 22 213 20 38 21 22 26 24 2173 20
internal_value=0 -2.72886e-08 1.29857e-08 -2.57156e-08 1.94741e-08 -2.72553e-08 2.7252e-06 1.8729e-08 -2.34849e-06 -6.78864e-06 7.74957e-08 3.03877e-06 1.61988e-08 5.26254e-08 -8.15765e-07 -2.78241e-07 2.07498e-07 4.17779e-06 -7.5817e-07 2.74217e-06 -1.90851e-06 -1.5271e-06 9.83665e-08 -3.96098e-06 2.03757e-07 -8.27852e-07 -3.88205e-06 -6.28796e-07 1.24501e-07 -4.4846e-06
internal_weight=0 3100 3065 3031 3004 2953 51 2931 71 40 2860 58 2802 2775 420 396 2355 63 372 67 42 305 2292 58 2234 285 72 50 2213 40
internal_count=3121 3100 3065 3031 3004 2953 51 2931 71 40 2860 58 2802 2775 420 396 2355 63 372 67 42 305 2292 58 2234 285 72 50 2213 40
is_linear=0
shrinkage=0.1


Tree=6230
num_leaves=31
num_cat=0
split_feature=130 40 160 12 42 479 16 1447 402 49 2 1447 1447 1446 158 481 1429 1429 157 1429 1420 52 155 12 13 157 157 2 3 12
split_gain=3.41635e-08 7.29136e-08 3.00494e-08 1.88549e-07 1.72445e-07 3.96925e-08 2.39511e-07 5.85414e-08 1.84093e-07 1.3138e-07 1.30999e-07 1.25567e-07 6.0472e-08 1.00844e-07 8.67195e-08 5.00585e-08 4.50046e-08 2.00065e-07 1.46425e-07 3.12322e-07 7.66207e-08 1.06437e-07 8.25375e-08 1.82781e-07 6.96143e-08 8.36234e-08 1.90386e-07 1.15982e-07 1.61707e-07 1.25781e-07
threshold=-0.23647499999999996 -0.16692999999999997 -0.54913999999999985 0.089625000000000024 0.087550000000000017 0.10061500000000002 -0.040964999999999994 -0.085684999999999997 0.081585000000000019 0.08610000000000001 0.087955000000000019 -0.084549999999999986 -0.082229999999999984 0.088645000000000015 0.13727500000000004 -0.15036499999999997 0.032755000000000006 0.083780000000000007 -0.087424999999999989 0.084390000000000007 -0.08341999999999998 -0.56368999999999991 0.11245500000000001 0.094375000000000014 0.086705000000000018 -0.06482499999999998 -0.073574999999999988 0.09142500000000002 -0.084074999999999997 0.08493500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 8 9 10 -4 -9 13 -13 15 -14 20 -18 -19 -20 -17 -22 -23 -24 25 26 27 28 29 -21
right_child=1 2 5 -5 -6 6 -8 11 -10 -11 -12 12 14 -15 -16 16 17 18 19 24 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.1197479424681663e-06 4.7020199472723165e-06 5.2405422093215754e-06 -7.6152686465692262e-06 9.8994824817228157e-06 -7.3322209634814804e-06 5.3413160526361033e-06 -9.0969456357049276e-06 -7.6337541589633801e-06 1.0932296654573293e-05 6.4544785355262027e-06 1.940962693325332e-06 -9.5537841699214456e-07 4.8072118299084351e-06 8.8558723791720689e-06 -6.359859063112791e-06 6.2011641693970882e-06 -8.3799752467582169e-06 -8.4114862676187848e-06 1.210382269424112e-05 8.073724006389208e-07 -6.3778386745000786e-06 -3.7887064895238043e-08 1.0971329480856762e-05 -4.8215220694577218e-07 4.3663664378666159e-06 -5.8362653428340702e-06 7.9098654119345309e-06 -7.9265722083968845e-06 5.356062878960192e-06 -9.9303874139877732e-06
leaf_weight=20 33 20 26 21 24 20 27 22 20 24 32 22 21 20 22 20 35 20 21 24 26 2383 22 38 23 35 23 26 31 20
leaf_count=20 33 20 26 21 24 20 27 22 20 24 32 22 21 20 22 20 35 20 21 24 26 2383 22 38 23 35 23 26 31 20
internal_value=0 2.65638e-08 -2.37263e-08 2.10349e-06 -1.61733e-06 -6.97699e-08 -2.953e-06 -2.39269e-08 2.33007e-06 2.31967e-07 -2.34287e-06 -1.08057e-07 -4.95948e-08 3.71665e-06 -1.06291e-07 -5.65877e-08 -9.377e-08 -1.35096e-06 -2.47754e-07 5.56555e-07 3.65456e-08 -1.33905e-08 5.43441e-08 3.71746e-06 -7.75822e-07 -1.51966e-06 -3.01265e-07 -2.17113e-06 -1.75905e-07 -4.07343e-06
internal_weight=0 3101 3068 65 44 3003 47 2956 102 82 58 2854 2832 42 2790 2768 2747 258 223 203 2489 2469 2443 60 182 159 124 101 75 44
internal_count=3121 3101 3068 65 44 3003 47 2956 102 82 58 2854 2832 42 2790 2768 2747 258 223 203 2489 2469 2443 60 182 159 124 101 75 44
is_linear=0
shrinkage=0.1


Tree=6231
num_leaves=31
num_cat=0
split_feature=1429 1417 11 155 16 12 11 11 400 12 41 33 42 132 1186 1185 15 2 16 3 2 2 403 3 3 12 403 1204 2 376
split_gain=3.06588e-08 8.4092e-08 4.09493e-08 1.35603e-07 8.80664e-08 2.34384e-07 9.89952e-08 4.55987e-08 5.72358e-08 4.20148e-08 3.50689e-08 1.11701e-07 9.10515e-08 4.15536e-08 8.62718e-07 4.01781e-07 9.37077e-08 4.21726e-08 5.06808e-08 7.68331e-08 8.90646e-08 4.33288e-08 3.70919e-08 4.88571e-07 4.18476e-07 2.88985e-07 7.98307e-08 3.36238e-08 3.26834e-08 3.01183e-08
threshold=0.12521000000000002 -0.080324999999999994 0.090070000000000025 0.11854500000000001 0.63167000000000006 0.090020000000000017 0.086595000000000019 0.082485000000000017 -0.40134499999999995 0.10508500000000001 0.088520000000000015 -0.0066799999999999993 0.082810000000000009 -0.083284999999999984 1.0000000180025095e-35 -0.083264999999999992 0.092400000000000024 0.10467500000000002 -0.095094999999999985 -0.080104999999999996 0.084245000000000014 0.085345000000000018 -0.5335399999999999 -0.085784999999999986 -0.083154999999999993 0.09364500000000002 -0.52800499999999995 -0.082274999999999987 0.097070000000000004 0.11159000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 6 -6 7 8 -3 -4 11 -10 -12 14 16 -15 17 18 -13 20 -20 -22 23 -17 -25 -26 -24 -28 -11 -29
right_child=-2 2 3 -5 5 -7 -8 -9 10 28 12 13 -14 15 -16 22 -18 -19 19 -21 21 -23 26 24 25 -27 27 29 -30 -31
leaf_value=-6.1857316308336614e-06 3.9027089735554912e-06 5.3320519918997889e-06 -2.8684837710396346e-06 9.3805298274673997e-06 1.6115012038702454e-06 -1.2562445754156217e-05 5.7389182832897257e-06 -4.3758720115268572e-06 6.2973585857305033e-06 -4.5374310010023085e-07 -7.7140704141649105e-06 -5.0506177734115974e-06 6.6075370555421723e-07 -1.3611091724835041e-05 2.1018483723764804e-05 1.5287342012015871e-05 -6.8821821870464511e-06 4.2519584553701863e-06 -6.3781093591804465e-06 5.0611197257239845e-06 4.4942478552911783e-06 -1.3163168942452159e-06 -6.403279330697842e-06 -1.3496311145321341e-05 1.0828672439326208e-05 -5.2344146448983034e-06 2.8158428568758611e-06 -1.4609805676112865e-07 5.0198105429899445e-06 3.0960343243852298e-06
leaf_weight=22 20 20 29 20 28 20 30 24 28 24 21 22 34 22 20 21 23 20 24 25 21 33 20 22 24 21 40 2394 20 29
leaf_count=22 20 20 29 20 28 20 30 24 28 24 21 22 34 22 20 21 23 20 24 25 21 33 20 22 24 21 40 2394 20 29
internal_value=0 -2.51751e-08 1.88432e-08 2.08528e-06 -4.55167e-08 -4.29431e-06 2.38986e-08 -3.50596e-08 1.06364e-09 8.65801e-08 -3.61639e-08 1.28004e-08 -2.53691e-06 -5.04745e-08 1.3851e-06 -1.54558e-07 -9.52205e-07 -1.15883e-08 -6.93756e-07 2.36836e-07 -1.30941e-06 9.43347e-07 -3.94107e-08 1.97819e-06 -2.19333e-06 3.33257e-06 -1.10916e-07 -5.98214e-08 2.03424e-06 -1.07294e-07
internal_weight=0 3101 3079 93 2986 48 2938 2908 2884 73 2864 2809 55 2781 188 2593 168 145 125 103 78 54 2571 88 67 45 2483 2463 44 2423
internal_count=3121 3101 3079 93 2986 48 2938 2908 2884 73 2864 2809 55 2781 188 2593 168 145 125 103 78 54 2571 88 67 45 2483 2463 44 2423
is_linear=0
shrinkage=0.1


Tree=6232
num_leaves=31
num_cat=0
split_feature=394 403 47 47 47 2 376 393 43 2 48 15 0 160 133 42 0 4 479 0 401 402 1447 480 403 1210 4 43 2 1213
split_gain=3.19135e-08 5.63868e-08 3.19754e-08 2.83712e-07 1.00489e-07 5.09861e-08 5.57834e-08 4.73115e-08 4.62673e-08 5.70159e-08 1.34137e-07 1.15895e-07 4.19866e-08 3.96909e-08 1.7787e-07 3.4858e-07 5.61484e-07 2.25334e-07 1.2128e-07 4.827e-08 3.79401e-07 2.7479e-07 1.29028e-07 2.02807e-07 1.10722e-07 2.13837e-07 1.75915e-07 3.75503e-07 1.75499e-07 5.47198e-07
threshold=-0.14580499999999996 -0.014954999999999998 0.092165000000000011 0.09585500000000001 0.090100000000000013 0.14445500000000003 0.049360000000000008 0.12679500000000002 -0.10131 0.10402500000000002 0.11270000000000001 -0.13843999999999998 -0.26343999999999995 -0.52439499999999983 0.090445000000000011 0.090545000000000014 -0.082974999999999979 -0.081609999999999988 0.086465000000000014 -0.083804999999999977 0.11602000000000001 0.31115000000000004 -0.082229999999999984 0.086655000000000024 0.0033700000000000002 -0.090009999999999993 -0.081984999999999988 -0.011919999999999998 0.084715000000000013 -0.086179999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 7 6 8 12 -5 10 -10 -11 -2 14 15 16 17 -14 19 20 24 22 23 -21 25 -15 27 -26 -27 -30
right_child=2 -3 3 5 -6 -7 -8 -9 9 11 -12 -13 13 18 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 26 28 -28 -29 29 -31
leaf_value=-5.9665587798463098e-06 4.5129529694133366e-06 1.0423519452987505e-06 -1.0519096833913215e-05 -3.1581086102505655e-06 6.8833357710735242e-06 -4.5345062556842331e-06 5.4526506676211286e-06 4.6137552623764828e-06 3.7927400252169574e-07 -7.8657893647521806e-06 9.074819158740866e-06 1.9959884202063012e-06 -4.2792300395045791e-06 -1.0875687842144543e-05 9.7078520372198671e-06 1.0995043304650277e-05 -1.4856649143742592e-05 9.4718138598182136e-06 -6.4895932480575201e-06 1.2975824479326547e-05 -1.4111890588992539e-05 1.2054753294705734e-05 7.111043127398061e-08 -1.0946610386565141e-06 -1.5251611027148708e-06 -2.8032162290605231e-06 3.6026579325787539e-07 1.7620649094851616e-05 1.4885821726238647e-05 -1.7513813274987416e-07
leaf_weight=24 21 22 28 40 22 23 20 23 157 22 20 26 22 20 23 22 27 26 29 20 20 20 1296 21 21 234 139 20 25 688
leaf_count=24 21 22 28 40 22 23 20 23 157 22 20 26 22 20 23 22 27 26 29 20 20 20 1296 21 21 234 139 20 25 688
internal_value=0 -2.61447e-06 3.91127e-08 -8.81574e-07 1.52056e-07 -5.43585e-09 3.60068e-07 9.75513e-08 -2.42778e-08 5.32848e-07 1.36182e-06 -2.52399e-06 5.89943e-08 2.40025e-08 1.80138e-06 -7.33451e-08 -3.32007e-06 3.16925e-06 -5.95407e-08 1.43386e-08 -4.57234e-07 4.19884e-07 2.4584e-07 5.76899e-06 -2.19141e-07 -6.43036e-07 2.05812e-06 7.81426e-06 -4.26929e-07 3.52946e-07
internal_weight=0 46 3075 336 2739 308 285 2717 265 225 177 48 2694 2673 120 97 75 48 2553 2524 1167 1357 1337 41 1147 967 180 41 947 713
internal_count=3121 46 3075 336 2739 308 285 2717 265 225 177 48 2694 2673 120 97 75 48 2553 2524 1167 1357 1337 41 1147 967 180 41 947 713
is_linear=0
shrinkage=0.1


Tree=6233
num_leaves=31
num_cat=0
split_feature=129 42 1184 1186 42 132 1203 132 132 16 12 2 133 12 130 403 3 15 403 402 1210 42 12 1209 1213 401 0 12 133 0
split_gain=3.21521e-08 2.01179e-07 1.02901e-07 3.68232e-08 1.31265e-07 5.55051e-08 1.2963e-06 7.51441e-07 1.20201e-07 3.02927e-08 7.57137e-08 7.14685e-08 5.08883e-08 2.99237e-08 6.98969e-08 2.89217e-08 4.12444e-07 3.67722e-07 3.12773e-07 6.74696e-08 6.0806e-08 3.1867e-07 3.2798e-07 6.04357e-08 8.87934e-08 4.72872e-08 1.723e-07 1.39849e-07 9.05526e-08 4.77194e-07
threshold=-0.077709999999999987 -0.015274999999999999 0.089075000000000015 -0.087469999999999978 -0.019989999999999997 -0.083284999999999984 0.089165000000000008 -0.066044999999999979 -0.087149999999999991 -0.097644999999999996 0.11418000000000002 0.097385000000000013 -0.40071499999999999 0.23631000000000002 -0.22461999999999996 -0.5335399999999999 -0.085784999999999986 0.087575000000000014 -0.54856499999999986 0.23460000000000003 -0.077744999999999995 0.087075000000000014 0.087445000000000009 -0.065739999999999979 -0.011244999999999998 -0.078179999999999986 -0.071924999999999989 0.096210000000000004 0.41553500000000004 -0.070499999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 8 -7 9 -5 11 12 -11 14 -9 16 -16 -18 -19 20 21 22 -17 24 -22 26 27 -25 -27 -30
right_child=2 -3 -4 5 -6 7 -8 13 -10 10 -12 -13 -14 -15 15 19 17 18 -20 -21 23 -23 -24 25 -26 28 -28 -29 29 -31
leaf_value=-1.0047346597188845e-05 -1.3690409962561847e-06 2.5489898661135159e-06 6.7058278051737707e-06 3.1178843595052572e-06 8.3559679217654316e-06 -1.9013893430448143e-05 2.5676068908069283e-05 5.1642583824874377e-06 -8.1407972820877401e-06 -5.2700176925668528e-06 -5.0233510862085495e-06 5.3153023245045006e-06 7.3380151330108374e-07 -3.6181425378384556e-06 1.3294670991300613e-05 -9.288382250360884e-06 -1.3594766263622662e-05 -4.7160388829878586e-06 1.1346704664302625e-05 -5.1750572118600338e-06 6.4025958674089154e-07 1.2360752759832395e-05 5.0566100833600867e-06 5.0774444497909082e-06 -7.9617454086170863e-06 -6.4539096489765181e-08 8.991711206363107e-06 -5.4194280043399589e-06 3.4422827724256423e-06 -1.5957685188065323e-05
leaf_weight=21 35 32 23 23 23 21 20 26 22 20 32 24 48 23 23 28 20 27 22 26 24 24 37 22 24 2342 26 30 32 21
leaf_count=21 35 32 23 23 23 21 20 26 22 20 32 24 48 23 23 28 20 27 22 26 24 24 37 22 24 2342 26 30 32 21
internal_value=0 -2.44201e-06 4.21864e-08 -8.14657e-09 2.48743e-06 -5.66043e-08 1.602e-06 -1.6864e-07 -1.24701e-06 -2.15282e-07 -8.33531e-07 6.23798e-07 -1.03203e-06 -2.61299e-08 3.86877e-09 -4.53138e-08 1.69757e-06 -2.16813e-06 2.49581e-06 -1.06143e-07 -5.5648e-08 2.51324e-06 -1.12277e-06 -1.46338e-07 -3.66074e-06 -7.81251e-08 2.34494e-06 -9.78444e-07 -1.57039e-07 -4.2445e-06
internal_weight=0 53 3068 3045 58 2987 189 2798 169 147 124 92 68 2777 2754 2728 92 69 49 2636 2610 89 65 2521 48 2473 78 52 2395 53
internal_count=3121 53 3068 3045 58 2987 189 2798 169 147 124 92 68 2777 2754 2728 92 69 49 2636 2610 89 65 2521 48 2473 78 52 2395 53
is_linear=0
shrinkage=0.1


Tree=6234
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 15 42 142 45 3 147 147 1426 447 447 34 10 4 34 9 2 2 52 376 474 474 2 475 160 13 2
split_gain=3.61417e-08 2.10604e-07 1.55873e-07 3.37362e-08 6.69032e-08 5.19929e-08 4.17673e-08 5.45196e-08 4.88966e-07 5.21712e-08 7.83924e-08 8.74692e-08 5.01361e-08 5.16366e-08 4.32138e-08 1.08262e-07 6.78339e-07 6.40181e-08 7.78436e-08 1.39773e-07 5.24142e-08 1.13381e-07 5.34e-08 3.79116e-08 1.61331e-07 9.788e-08 1.11562e-07 1.10797e-07 1.65949e-07 1.30036e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23647499999999996 -0.56020999999999987 0.15665000000000004 -0.057499999999999989 0.083445000000000005 0.097915000000000016 0.099230000000000013 0.093875000000000014 -0.094284999999999994 0.090460000000000013 0.086195000000000008 -0.08786999999999999 -0.011559999999999999 0.053180000000000012 -0.057544999999999992 0.088235000000000022 -1.0000000180025095e-35 0.14285500000000004 0.095415000000000014 0.088720000000000007 0.088435000000000014 0.089435000000000014 0.10327000000000001 -0.072689999999999991 -0.013084999999999998 -0.078944999999999987 0.086330000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 -6 9 -9 10 11 -8 13 14 -13 16 -16 -17 19 -19 22 -22 23 -21 -25 27 -27 28 -26 -29
right_child=1 3 -4 4 5 -7 7 8 -10 -11 -12 12 -14 -15 15 17 -18 18 -20 20 21 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=-2.4372718163097794e-07 1.0072208516205483e-05 -4.0714257323770655e-06 -8.350767425495347e-06 4.5967744775055053e-06 4.3748096438569275e-06 -5.0820815613406016e-06 6.4941644364832236e-06 -1.533459348593169e-05 4.9900630725021294e-06 4.2069099011617559e-06 -5.5601216881768777e-06 3.6108860940382302e-06 4.3021267831338466e-06 -4.4635009443866771e-06 -1.2782570062979513e-05 4.7502060212913238e-06 6.6979418523839165e-06 7.6793004192647167e-06 -5.1262083584804025e-06 -1.4329689057324094e-07 3.2136978939763205e-07 9.0528571354298042e-06 -4.496370241179614e-06 7.5726388578967851e-06 -6.7583497499212043e-08 -3.3006214409631927e-07 9.1098591794780943e-06 -4.4647435792601598e-06 -1.2019566222101102e-05 5.4591724972030336e-06
leaf_weight=195 21 20 27 32 22 20 21 20 29 30 25 33 27 26 39 29 33 24 29 2127 58 20 27 34 26 31 21 23 21 31
leaf_count=195 21 20 27 32 22 20 21 20 29 30 25 33 27 26 39 29 33 24 29 2127 58 20 27 34 26 31 21 23 21 31
internal_value=0 9.41674e-08 -1.22972e-06 2.13603e-08 5.00012e-08 -1.48386e-09 3.47285e-08 4.31906e-10 -3.30572e-06 5.96645e-08 1.36692e-08 6.56635e-08 1.48931e-08 -2.90869e-08 1.51552e-08 -3.09619e-08 -3.854e-06 7.90977e-08 2.42991e-08 8.54389e-08 1.00968e-08 2.56021e-06 -7.48708e-08 -2.32802e-08 1.34183e-06 -4.27954e-08 3.48221e-06 -1.85765e-06 -5.40783e-06 1.23232e-06
internal_weight=0 2899 222 2878 2858 2826 2806 2784 49 2735 2705 2680 2659 2632 2606 2573 72 2501 2472 2443 2419 78 2341 2314 187 153 52 101 47 54
internal_count=3121 2899 222 2878 2858 2826 2806 2784 49 2735 2705 2680 2659 2632 2606 2573 72 2501 2472 2443 2419 78 2341 2314 187 153 52 101 47 54
is_linear=0
shrinkage=0.1


Tree=6235
num_leaves=31
num_cat=0
split_feature=132 132 1203 96 34 39 10 33 1 44 158 50 159 13 52 52 2 52 12 52 1447 3 2 1447 403 43 1447 1447 133 133
split_gain=2.92748e-08 1.80321e-07 1.26257e-07 2.8435e-08 4.25474e-08 1.6411e-07 3.41837e-07 9.06523e-08 6.97435e-08 3.94759e-08 1.19911e-07 3.21954e-08 9.47201e-08 1.93252e-07 6.44487e-08 1.06924e-07 5.07519e-07 8.70664e-08 3.76046e-07 4.95317e-08 4.92026e-08 1.42723e-07 1.57914e-07 1.02562e-07 1.046e-07 1.66212e-07 8.03777e-08 9.02059e-08 6.1465e-08 4.0416e-07
threshold=-0.083174999999999985 -0.050879999999999988 0.089005000000000015 0.090365000000000015 -0.057544999999999992 0.089790000000000023 -0.0082499999999999987 -1.0000000180025095e-35 0.10439500000000002 0.099360000000000018 -0.47356499999999996 0.12213000000000002 -0.45371999999999996 -0.077944999999999987 0.55608500000000005 0.40411000000000002 0.092875000000000013 0.2800700000000001 0.090995000000000006 -0.029369999999999997 -0.086849999999999997 -0.085784999999999986 0.087415000000000007 -0.086279999999999982 -0.5492149999999999 -0.041049999999999996 -0.085644999999999985 -0.084334999999999979 0.089595000000000022 0.090665000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 8 -6 -3 10 -9 12 13 -12 15 17 -17 20 -19 -13 21 -14 -23 -22 25 -25 -26 -28 -29 -30
right_child=1 3 -4 -5 7 -7 -8 9 -10 -11 11 19 14 -15 -16 16 -18 18 -20 -21 23 22 -24 24 26 -27 27 28 29 -31
leaf_value=-2.1935406630145505e-07 8.2188497437393248e-06 -4.5480524477170546e-06 -7.5156894480541175e-06 -3.6579777304810015e-06 -6.7425029374135191e-06 -4.710496843472357e-06 1.5320329763805298e-05 6.8135607167417989e-06 3.4476650251728338e-06 -3.5337733504181213e-06 2.1931001728345028e-06 -2.743986633504392e-06 -3.9978199668309705e-06 -1.0782406794855132e-05 -5.6521897676020673e-06 -3.7714638008563069e-06 1.4179418607389899e-05 -1.4233039337341324e-05 3.9187649731502462e-06 2.7997978148267022e-06 -6.8463863458005521e-06 -1.4288962986375693e-07 1.198047183792865e-05 -1.2054923882505346e-06 -6.3994238394116104e-06 1.0101839241262777e-05 6.4915187977021563e-06 1.7850922595242769e-07 -1.2759952184231743e-05 -3.70977430685725e-07
leaf_weight=195 27 20 27 21 20 25 21 26 24 31 22 20 21 24 20 36 28 21 25 83 22 21 22 26 20 26 21 1756 28 442
leaf_count=195 27 20 27 21 20 25 21 26 24 31 22 20 21 24 20 36 28 21 25 83 22 21 22 26 20 26 21 1756 28 442
internal_value=0 8.47519e-08 -1.10675e-06 8.28232e-09 3.52874e-08 2.17497e-06 4.82323e-06 -3.44596e-08 -1.86752e-07 1.44863e-08 5.50753e-08 -1.03944e-08 -7.95824e-08 -4.57673e-06 2.02267e-09 4.69866e-08 4.08205e-06 -5.83761e-08 -4.36793e-06 1.72333e-06 2.40519e-08 2.75962e-06 6.05976e-06 -5.0735e-08 1.37343e-08 4.44817e-06 -8.79819e-08 -3.18053e-08 -9.33461e-08 -1.10904e-06
internal_weight=0 2899 222 2872 2851 90 65 2761 44 2741 2710 2684 2581 46 2535 2515 64 2451 46 103 2405 64 43 2341 2319 52 2267 2247 2226 470
internal_count=3121 2899 222 2872 2851 90 65 2761 44 2741 2710 2684 2581 46 2535 2515 64 2451 46 103 2405 64 43 2341 2319 52 2267 2247 2226 470
is_linear=0
shrinkage=0.1


Tree=6236
num_leaves=31
num_cat=0
split_feature=1429 1417 472 1428 474 156 155 155 52 1429 51 475 13 1429 475 0 43 157 1 472 157 157 157 2 1209 2 399 1446 481 43
split_gain=2.91388e-08 6.68008e-08 4.01597e-08 8.65985e-08 4.17746e-08 4.46119e-08 5.24597e-08 5.05637e-08 4.05111e-08 4.51509e-08 2.55864e-07 4.1844e-07 3.46792e-07 1.75616e-07 1.52105e-07 8.9428e-08 9.45437e-08 1.25316e-07 5.99018e-08 3.56747e-08 4.40963e-08 9.16332e-08 4.31097e-08 4.6517e-08 2.22784e-07 3.0853e-07 2.11592e-07 1.89479e-07 4.75182e-07 4.14355e-07
threshold=0.12521000000000002 -0.080324999999999994 -0.38234499999999999 0.10024500000000001 -0.42010499999999995 0.12734000000000004 0.11245500000000001 0.10683000000000002 -0.55692499999999978 0.083725000000000008 -0.085604999999999987 -0.085734999999999992 -0.023499999999999997 0.079510000000000011 -0.08483499999999998 -0.084804999999999978 -0.073404999999999984 -0.079969999999999986 0.08776500000000001 -0.078554999999999986 0.11933000000000001 0.099625000000000005 0.084490000000000023 0.084415000000000004 -0.089214999999999989 0.084245000000000014 0.091580000000000009 0.083715000000000026 -0.022094999999999997 -0.011694999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -6 13 12 -12 -11 19 -13 -16 17 -17 -14 -10 21 22 23 24 -21 26 27 28 -26 -29
right_child=-2 2 3 -5 5 -7 -8 -9 9 10 11 14 18 -15 15 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-5.5153121262595628e-06 3.8047348698455607e-06 -4.3434287363197658e-06 4.4450446953955439e-06 6.4441679170169589e-06 3.8574953914913179e-06 -4.2373396790935655e-06 4.6610653441803153e-06 -4.9226173630467245e-06 -3.5430115653006011e-06 -1.7217993800364814e-05 1.3272692926282458e-05 -9.1451506680836508e-06 -4.873971098417175e-06 9.1882915247272955e-06 4.1521798997613639e-06 -1.0773993680004423e-05 1.9400058037279321e-06 4.2046380940519155e-07 2.4054533446360441e-06 1.104758661313099e-05 4.5036518134690023e-06 -6.5712903917647925e-06 3.829827607357099e-06 -2.8435198739092025e-07 -1.5498978068318962e-05 1.2337329064307379e-05 9.5180975340949576e-06 1.0145200446518372e-05 -2.3562259751346074e-07 -7.0958782907837316e-06
leaf_weight=22 20 21 21 21 27 25 24 21 28 21 23 21 26 21 37 20 35 20 20 20 22 21 30 1713 21 21 23 46 710 20
leaf_count=22 20 21 21 21 27 25 24 21 28 21 23 21 26 21 37 20 35 20 20 20 22 21 30 1713 21 21 23 46 710 20
internal_value=0 -2.45398e-08 1.46927e-08 4.46209e-08 3.69865e-10 -3.05778e-08 4.58403e-09 -3.30821e-08 1.77197e-09 -3.38925e-08 -1.40138e-06 8.18487e-07 -6.57003e-06 7.92195e-08 -1.33525e-06 1.29109e-07 -1.85561e-06 -5.17676e-06 -1.709e-06 7.70906e-09 4.52686e-08 7.90314e-09 6.09611e-08 1.7035e-08 6.16658e-07 3.68598e-07 6.20821e-08 -2.10802e-07 -6.74105e-07 4.92063e-06
internal_weight=0 3101 3079 3058 3037 3016 2991 2967 2946 2919 223 156 67 2696 133 112 75 40 46 2675 2647 2625 2604 2574 861 841 820 797 731 66
internal_count=3121 3101 3079 3058 3037 3016 2991 2967 2946 2919 223 156 67 2696 133 112 75 40 46 2675 2647 2625 2604 2574 861 841 820 797 731 66
is_linear=0
shrinkage=0.1


Tree=6237
num_leaves=31
num_cat=0
split_feature=1365 1366 457 457 1 457 1373 150 1374 456 1375 474 1374 157 483 484 16 474 133 150 150 448 1 150 49 2 156 474 43 1429
split_gain=2.87493e-08 3.0622e-08 3.66997e-08 2.16869e-07 1.7288e-07 4.95221e-08 4.24248e-08 1.08578e-07 6.66736e-08 5.35482e-08 8.15153e-08 5.82858e-08 2.18971e-07 1.45606e-07 1.56435e-07 4.02894e-07 2.73006e-07 2.58261e-07 2.90427e-07 9.02988e-08 1.39558e-07 2.74319e-07 2.22209e-07 1.01845e-07 1.08462e-07 1.10393e-07 8.32322e-08 1.39556e-07 8.07016e-08 5.29388e-08
threshold=0.088010000000000019 -0.083699999999999983 -0.089059999999999986 -0.10142499999999997 0.091535000000000019 -0.086839999999999987 -1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.10657000000000001 0.084795000000000023 0.083855000000000013 0.086765000000000023 -0.04831499999999999 0.087520000000000014 -0.063394999999999993 -0.0087049999999999992 0.11568500000000002 0.087170000000000011 0.12068000000000002 0.098740000000000008 -0.068129999999999982 0.11181500000000001 0.087865000000000013 -0.076864999999999975 0.092120000000000021 0.087575000000000014 0.091650000000000009 -0.082389999999999977 -0.078659999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7 8 -8 10 11 12 19 14 15 -13 -17 18 26 20 23 -22 -23 29 25 -25 28 -28 -18 -10
right_child=-2 2 5 -5 -6 6 7 -9 9 -11 -12 13 -14 -15 -16 16 17 -19 -20 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-3.3219109184301491e-06 3.0807492688230314e-06 -7.5099049415901693e-06 -3.9681643357880603e-06 1.0822115984324012e-05 3.7176679001049707e-06 -4.1149894823320218e-06 -5.513972076765971e-06 7.1867085666997891e-06 2.8329991835982165e-06 -5.1443348752400199e-06 5.3229349254220798e-06 -1.3944006260034853e-05 1.0081861071078244e-05 6.9017460714349009e-06 3.9315784755299086e-06 -9.851279563122263e-06 9.8164861940728915e-07 -9.6813535284799527e-06 1.131136310470118e-05 6.0418976063374432e-06 4.8324980503994525e-06 -1.6843732469169483e-05 -2.5716829687401818e-06 6.116924240424331e-06 9.7567740362271926e-06 -4.2640320498321674e-06 6.0512712671449045e-06 -2.3608293280708827e-06 -7.3531239265251381e-06 -6.0856911262132274e-08
leaf_weight=28 30 24 32 21 32 25 22 21 65 20 29 29 22 20 39 32 21 23 26 25 21 20 24 21 22 20 38 41 26 2302
leaf_count=28 30 24 32 21 32 25 22 21 65 20 29 29 22 20 39 32 21 23 26 25 21 20 24 21 22 20 38 41 26 2302
internal_value=0 -2.98972e-08 1.96314e-10 2.15574e-06 -1.09415e-06 -5.53887e-08 -1.30025e-08 2.20093e-08 -2.97303e-08 1.20761e-08 4.80595e-08 -5.86066e-09 1.48549e-07 -1.3364e-06 -1.93554e-06 -2.90511e-06 -1.35859e-06 1.94354e-07 1.6887e-06 6.18298e-08 1.90924e-09 -4.57096e-06 -9.05898e-06 1.24229e-07 4.09244e-06 1.05304e-06 -2.96923e-07 1.6855e-06 -3.62908e-06 1.8611e-08
internal_weight=0 3091 3063 77 56 2986 2954 2929 2908 2886 2866 2837 2542 295 275 236 207 175 152 2520 2495 65 44 2430 63 41 126 79 47 2367
internal_count=3121 3091 3063 77 56 2986 2954 2929 2908 2886 2866 2837 2542 295 275 236 207 175 152 2520 2495 65 44 2430 63 41 126 79 47 2367
is_linear=0
shrinkage=0.1


Tree=6238
num_leaves=31
num_cat=0
split_feature=156 1425 52 12 1429 1429 151 151 457 1420 2 1 157 157 43 2 132 1203 394 50 0 2 0 1 52 11 33 9 3 4
split_gain=2.76447e-08 5.06986e-08 3.1608e-08 8.42407e-08 4.52548e-08 2.75493e-07 1.55624e-07 1.18461e-07 3.07061e-07 8.29219e-08 8.18027e-08 1.69924e-07 7.5645e-08 1.26936e-07 9.52273e-08 6.04277e-08 3.58259e-08 7.54496e-07 4.1584e-07 1.16481e-07 3.77338e-08 1.37047e-07 1.74099e-07 9.28404e-08 8.75731e-08 5.35524e-08 8.43846e-08 5.32829e-08 7.1779e-08 5.46754e-08
threshold=0.32523500000000005 0.10129000000000002 -0.56741999999999992 0.083985000000000018 0.083715000000000026 0.083985000000000018 -0.54526999999999981 -0.083804999999999977 0.064110000000000014 -0.082824999999999982 0.10644500000000001 0.10587000000000001 -0.071119999999999989 -0.078754999999999978 -0.065269999999999981 0.087470000000000006 -0.083284999999999984 0.089165000000000008 0.12358500000000001 0.090390000000000012 0.10455500000000001 0.095195000000000016 0.13134000000000004 0.10234000000000001 0.095415000000000014 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 -0.014944999999999998 -0.086849999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -4 8 -7 -8 12 -12 13 15 -14 -9 17 19 20 -11 25 23 -23 -22 -24 -18 -27 29 -29 -28
right_child=-2 -3 4 -5 5 7 9 10 -10 16 11 -13 14 -15 -16 -17 18 -19 -20 -21 21 22 24 -25 -26 26 27 28 -30 -31
leaf_value=-1.5336415716857038e-06 3.6160202268677366e-06 -4.5095662935636941e-06 8.8796184422790256e-06 7.4336081297587954e-06 -1.1742642333917067e-05 1.1242795729534312e-05 6.4422869166946844e-06 3.6896888338284432e-06 -4.6725972052544511e-06 1.5973289358511668e-07 -1.2004194661585644e-05 4.7632666024810536e-07 -1.6885289384212546e-06 -8.7615801151384535e-06 7.2274188114533898e-06 -2.432673780180937e-06 5.2267898888658238e-06 1.9706957348262223e-05 -1.4486152310837496e-05 -7.7423099572202091e-06 7.3932451587530702e-06 -1.2147711095167325e-05 -5.1600529611907686e-06 -2.0099134590487838e-06 3.4124557838698488e-06 -6.1340716559822216e-06 1.3232287897076713e-06 6.2083055733334437e-10 7.4258868192808465e-06 -1.6521957212904764e-07
leaf_weight=22 21 25 20 20 23 27 20 28 22 167 20 24 23 21 25 38 20 20 20 21 21 21 26 21 22 22 281 30 23 2027
leaf_count=22 21 25 20 20 23 27 20 28 22 167 20 24 23 21 25 38 20 20 20 21 21 21 26 21 22 22 281 30 23 2027
internal_value=0 -2.44924e-08 1.19716e-08 2.73648e-06 -2.57565e-08 -1.31175e-06 9.02693e-08 -2.59508e-07 4.09711e-06 2.66245e-08 -1.4521e-06 -5.19664e-06 -2.31661e-07 -1.98993e-06 2.95519e-06 1.64692e-07 -2.0171e-08 1.24147e-06 -1.23731e-07 -7.22942e-07 -9.4717e-09 -1.81207e-06 -4.55347e-06 2.69167e-06 -1.23099e-06 7.37942e-08 3.05462e-08 8.79887e-08 3.22291e-06 1.59997e-08
internal_weight=0 3100 3075 42 3033 251 2782 228 49 2762 179 44 135 87 48 66 2742 208 2534 188 2514 111 69 42 48 2403 2383 2361 53 2308
internal_count=3121 3100 3075 42 3033 251 2782 228 49 2762 179 44 135 87 48 66 2742 208 2534 188 2514 111 69 42 48 2403 2383 2361 53 2308
is_linear=0
shrinkage=0.1


Tree=6239
num_leaves=31
num_cat=0
split_feature=132 394 1203 130 130 11 1429 474 157 475 0 475 49 475 12 1371 2 475 474 474 124 123 48 52 151 13 124 34 10 4
split_gain=2.78439e-08 1.77496e-07 1.52345e-07 2.87717e-08 5.31603e-08 2.73356e-08 2.75353e-08 6.07207e-08 3.97994e-08 3.73737e-08 6.10596e-08 4.30693e-08 1.41742e-07 1.10728e-07 1.10547e-07 9.04866e-08 2.60552e-07 1.03142e-07 3.70063e-08 5.67677e-08 3.5773e-08 6.54265e-08 8.4035e-08 1.65827e-07 1.06444e-07 7.31675e-08 4.86335e-08 6.90173e-08 7.32722e-08 1.01467e-06
threshold=-0.083174999999999985 0.11233000000000001 0.089005000000000015 -0.22699999999999995 -0.14750499999999997 0.106895 0.12521000000000002 -0.45463999999999999 0.32331500000000007 -0.10664 -0.080119999999999983 -0.086304999999999979 -0.0087049999999999992 -0.085754999999999984 0.083935000000000023 0.083235000000000017 0.087995000000000004 -0.085359999999999978 -0.090259999999999993 -1.0000000180025095e-35 -0.083229999999999985 0.085575000000000012 0.085790000000000019 -1.0000000180025095e-35 -0.086439999999999989 -0.072309999999999985 -0.080874999999999989 -0.08786999999999999 -0.011239999999999998 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 6 7 -6 9 10 -9 12 -11 -13 -14 17 -17 -15 -19 -20 21 22 23 -21 -24 -23 -22 -28 29 -29
right_child=1 -3 -4 4 5 -7 -8 8 -10 11 -12 13 14 15 -16 16 -18 18 19 20 26 25 24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.0458884195812949e-07 -3.5052735810218703e-06 9.4707319726694569e-06 -8.119362530157593e-06 5.0586215625766535e-06 -5.4009455847595493e-06 3.6926084703736707e-06 3.6797784105147006e-06 1.1540074666882561e-06 4.4413992145564408e-06 8.9004781132288101e-06 -6.3273923667376651e-06 -7.2870181329996014e-06 5.1040193534390714e-06 -7.0530184118632901e-06 -4.5599782173792789e-06 1.2195248245916446e-05 -3.195185897973054e-06 -4.3006657324440307e-06 5.1954679249666659e-06 8.2535225796423878e-06 -3.9339282598878835e-06 8.1363759818486869e-07 -8.1472079397247991e-06 -1.9465764082908848e-06 1.5823277536859996e-06 8.9778044422841741e-06 5.1580586568888981e-06 -1.8686764669837433e-05 -3.5458477905413193e-08 8.3905057826702804e-06
leaf_weight=195 23 20 27 21 21 20 20 20 20 23 24 21 20 21 29 22 22 20 21 28 33 23 22 37 23 21 25 25 2243 31
leaf_count=195 23 20 27 21 21 20 20 20 20 23 24 21 20 21 29 22 22 20 21 28 33 23 22 37 23 21 25 25 2243 31
internal_value=0 8.26561e-08 -1.07936e-06 1.74385e-08 4.58076e-08 8.67569e-09 -1.74979e-08 -4.39543e-08 -3.40025e-09 -3.56791e-08 -2.92676e-06 1.12609e-08 2.42433e-06 -5.46001e-08 -6.15489e-07 3.43613e-09 4.50003e-06 -7.34586e-08 -1.60249e-08 1.7819e-08 -2.54827e-08 1.45115e-06 1.47548e-07 2.44731e-06 -3.17433e-06 4.71017e-06 -1.21962e-07 -6.78336e-08 -1.24662e-07 -3.69756e-06
internal_weight=0 2899 222 2879 2856 2835 2815 2795 2774 2754 44 2710 72 2638 49 2617 44 2573 2552 2532 2511 154 110 65 45 44 2357 2324 2299 56
internal_count=3121 2899 222 2879 2856 2835 2815 2795 2774 2754 44 2710 72 2638 49 2617 44 2573 2552 2532 2511 154 110 65 45 44 2357 2324 2299 56
is_linear=0
shrinkage=0.1


Tree=6240
num_leaves=31
num_cat=0
split_feature=421 9 13 10 2 2 149 147 147 147 2 2 9 151 160 160 48 457 457 457 151 1374 1373 1374 150 150 49 456 13 1375
split_gain=2.68282e-08 6.30988e-08 7.773e-08 7.60494e-08 1.33077e-07 9.41686e-08 5.76809e-08 5.0126e-08 7.34643e-08 5.19295e-08 3.45816e-08 6.73987e-08 6.69094e-08 5.2578e-08 1.45988e-07 1.57969e-07 1.13023e-07 7.20405e-08 6.32058e-08 4.994e-08 4.31954e-08 1.1794e-07 6.2553e-08 6.2492e-08 8.74548e-08 6.28747e-08 1.45672e-07 6.1872e-08 1.29728e-07 9.54739e-08
threshold=-1.0000000180025095e-35 0.092410000000000006 -0.0039049999999999992 0.053330000000000009 -0.15339499999999998 -0.080614999999999978 0.091325000000000003 0.099230000000000013 0.093875000000000014 0.090755000000000016 -0.0091949999999999983 -1.0000000180025095e-35 -0.08477999999999998 0.06617000000000002 0.079055000000000014 -0.077459999999999987 0.092150000000000024 -0.098834999999999992 -0.089059999999999986 -0.087299999999999989 0.0014250000000000003 0.086765000000000023 0.086880000000000013 -0.035729999999999991 0.099590000000000026 0.087865000000000013 -0.076864999999999975 0.088285000000000016 -0.083619999999999986 0.084315000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 8 9 10 12 -12 -7 17 15 -15 -17 -13 -19 -20 21 22 23 -21 25 27 -27 29 -29 -25
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 11 13 -14 14 -16 16 -18 18 19 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-3.6507737758029183e-06 5.0390264588000917e-06 2.2003313071244134e-07 8.3824893272321782e-06 1.527043832538766e-06 -9.8706806576436585e-06 6.8549157915115831e-07 -3.7620101966517612e-06 4.2257595396222314e-06 -5.5354149480990605e-06 5.0980696778424322e-06 5.8141015500723373e-06 -5.2313264413223137e-06 -6.9037095792217378e-06 -2.5048602486506189e-06 -4.3660299600863563e-06 1.2148031175827244e-05 2.2297717487163025e-06 5.1797306498527812e-06 -5.0632833517738626e-06 4.438466989555427e-06 -4.1842627506412095e-06 7.2831771665898318e-06 -5.3792577339415654e-06 -9.6229279055309412e-08 -5.1930825992657807e-06 -1.1028614699171158e-06 9.6103198550488084e-06 8.6989431802445945e-06 -1.4965917566419544e-06 -6.714315895806067e-06
leaf_weight=20 37 28 20 20 21 26 41 28 24 20 20 27 21 21 24 27 20 23 20 31 25 22 22 2376 33 30 22 24 26 22
leaf_count=20 37 28 20 20 21 26 41 28 24 20 20 27 21 21 24 27 20 23 20 31 25 22 22 2376 33 30 22 24 26 22
internal_value=0 2.35425e-08 3.62106e-06 -3.30184e-08 -4.31082e-06 2.52119e-08 -3.71448e-08 1.49068e-08 -2.56658e-08 2.0217e-08 -1.52677e-08 2.9648e-08 -2.70543e-06 -1.17435e-08 2.33919e-06 4.70574e-06 7.9275e-06 -9.17605e-08 -3.99039e-08 -8.51551e-08 -4.73418e-08 -7.6857e-09 -6.97116e-08 -2.41539e-08 -7.87694e-08 -1.12605e-08 3.42964e-06 -8.43515e-08 3.39727e-06 -1.56946e-07
internal_weight=0 3101 48 3053 41 3012 2975 2934 2906 2882 2862 2815 47 2795 92 68 47 2703 2676 2653 2633 2608 2586 2564 2533 2500 52 2448 50 2398
internal_count=3121 3101 48 3053 41 3012 2975 2934 2906 2882 2862 2815 47 2795 92 68 47 2703 2676 2653 2633 2608 2586 2564 2533 2500 52 2448 50 2398
is_linear=0
shrinkage=0.1


Tree=6241
num_leaves=31
num_cat=0
split_feature=34 34 97 9 3 2 4 2 376 1 120 1 42 46 0 1 39 15 123 2 123 124 150 51 2 156 4 2 0 48
split_gain=2.71451e-08 4.17358e-08 1.88273e-07 1.02564e-07 2.41601e-07 1.1452e-07 3.23667e-07 5.62554e-08 3.65574e-08 6.06792e-08 8.11121e-08 6.21433e-08 4.4591e-08 4.17763e-08 1.064e-07 3.76153e-08 8.10156e-08 5.89927e-08 4.18021e-08 7.48576e-08 6.86133e-08 6.12628e-08 3.77806e-08 2.09689e-07 1.78629e-07 4.68757e-07 2.45818e-07 2.43155e-07 1.48808e-07 2.09684e-07
threshold=-0.112215 -0.057544999999999992 -0.079444999999999988 0.091600000000000015 -0.13309499999999996 -1.0000000180025095e-35 0.053180000000000012 -0.020134999999999997 -0.083489999999999981 0.16540500000000002 1.0000000180025095e-35 0.14754500000000001 -1.0000000180025095e-35 0.10253500000000002 -0.26609999999999995 0.13559000000000002 0.10940500000000002 -0.12255999999999999 0.086445000000000008 0.13404500000000005 0.084280000000000008 -0.072314999999999977 0.090480000000000019 0.089355000000000004 0.087505000000000013 0.087610000000000007 -0.0086549999999999978 0.095040000000000013 -0.23051499999999997 0.084170000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 5 -5 6 -3 -2 12 10 11 13 -7 14 -10 16 18 -17 20 21 22 -20 28 24 25 -24 -26 -28 29 -16
right_child=1 3 -4 4 -6 8 -8 -9 9 -11 -12 -13 -14 -15 15 17 -18 -19 19 -21 -22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-2.9444016388057913e-06 -5.1248297538447352e-06 -2.0472122222210084e-06 9.4453534998137922e-06 4.0941691702300883e-06 -1.0003208829021464e-05 -6.2189785932700729e-06 1.4608977053285344e-05 1.6712511433854223e-06 6.9435952603023239e-06 5.2428026947382026e-06 -4.6808616969895881e-06 4.6371326220651106e-06 2.9773694769747161e-07 -4.5699360202888779e-06 3.5520029086910657e-07 1.212778242381105e-07 4.9400669233750017e-06 -6.3541410459796076e-06 -1.552752587485884e-06 2.4066926698651516e-06 5.1315210262495949e-06 -8.697844584405954e-06 -1.4211365725326756e-05 8.1960627849437318e-06 8.8150484190110638e-06 4.6009871480324507e-06 -8.7414337300557517e-06 3.6700742647984667e-06 -1.8237811496101715e-08 -1.204513631091686e-05
leaf_weight=31 21 28 25 20 31 21 20 29 22 22 37 29 21 20 30 34 33 24 28 22 26 21 27 36 36 26 27 38 2311 25
leaf_count=31 21 28 25 20 31 21 20 29 22 22 37 29 21 20 30 34 33 24 28 22 26 21 27 36 36 26 27 38 2311 25
internal_value=0 2.95422e-08 2.35972e-06 -2.84224e-08 -4.47483e-06 4.80846e-08 4.89287e-06 -1.1831e-06 -3.16649e-08 1.11382e-08 -2.92183e-08 3.19223e-08 -2.96062e-06 -1.60142e-08 1.69137e-08 -3.86209e-08 1.57856e-08 -2.55821e-06 -4.54663e-08 -2.43922e-06 2.03573e-08 -4.61493e-06 -3.16342e-08 1.32507e-06 -2.81139e-07 -4.98266e-06 2.186e-06 -1.48548e-06 -1.40583e-07 -5.28132e-06
internal_weight=0 3090 75 3015 51 2964 48 50 2916 2874 2852 2815 42 2786 2766 2744 2686 58 2653 71 2582 49 2556 190 154 53 101 65 2366 55
internal_count=3121 3090 75 3015 51 2964 48 50 2916 2874 2852 2815 42 2786 2766 2744 2686 58 2653 71 2582 49 2556 190 154 53 101 65 2366 55
is_linear=0
shrinkage=0.1


Tree=6242
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 48 48 456 160 159 1447 4 484 1447 12 1443 157 157 157 157 157 157 474 52 1 49 157 1425 475 1429 12
split_gain=2.62847e-08 8.51799e-07 3.9762e-07 2.06547e-07 2.58566e-08 6.91336e-08 3.14361e-08 4.88035e-08 2.67363e-07 3.89562e-08 4.32214e-07 2.46867e-07 1.82848e-07 8.7191e-08 3.78452e-08 3.91052e-08 2.37154e-07 1.65448e-07 1.19038e-07 8.36863e-08 9.31417e-08 7.81864e-08 7.68582e-08 1.09243e-07 1.35215e-07 5.27816e-08 2.62352e-07 1.39389e-07 1.34442e-07 1.1859e-07
threshold=-0.083284999999999984 0.10450500000000001 0.12679500000000002 0.089480000000000018 -0.22597999999999999 -0.098424999999999985 -0.11319999999999998 -0.54913999999999985 -0.025879999999999997 -0.086279999999999982 -0.085594999999999991 -0.081614999999999979 -0.085644999999999985 0.085955000000000018 0.087645000000000015 -0.087184999999999985 -0.086284999999999987 -0.089089999999999989 -0.083944999999999978 -0.081749999999999975 -0.080544999999999992 0.086080000000000018 -0.55061999999999989 0.099990000000000009 0.08610000000000001 -0.04831499999999999 0.09198000000000002 -0.06562999999999998 0.091465000000000005 0.088615000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -6 -7 8 -8 10 -9 -12 -11 -13 15 17 -17 22 -18 21 -21 -20 -14 24 -24 27 -27 28 -22 -29
right_child=2 -3 -4 -5 5 6 7 9 -10 12 11 13 14 -15 -16 16 18 -19 19 20 25 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=1.5616463607895512e-07 -3.2508322514483249e-06 2.0728829731524457e-05 -1.4131050332935047e-05 -1.0558900094110868e-05 5.9039797088189515e-06 -3.5998856257416869e-06 -3.4999349571245894e-06 -1.5064905112467387e-05 9.4331717696883465e-06 9.3357632652311761e-06 8.1101357059409917e-06 -8.1102101960693432e-06 -3.9823445483477826e-06 1.1155718948430149e-06 -3.4505267599627135e-06 -1.0931444617199306e-05 5.9676595063165505e-06 1.0043003835562559e-05 -2.9696265344336142e-07 6.1962725150503203e-06 -2.1727390629310226e-06 -9.033369360622601e-06 3.5660553359256096e-06 6.3529809157251181e-06 -5.5031591790383023e-06 -5.1110379891986161e-08 1.1180037678232545e-05 -1.4916666129050073e-06 5.933113818303225e-06 -1.2381548976918566e-05
leaf_weight=179 24 20 20 20 20 24 33 20 31 21 32 21 32 20 32 20 33 20 21 24 76 20 35 33 31 2170 21 20 28 20
leaf_count=179 24 20 20 20 20 24 33 20 31 21 32 21 32 20 32 20 33 20 21 24 76 20 35 33 31 2170 21 20 28 20
internal_value=0 1.0564e-06 -7.97266e-08 -9.20726e-07 1.77843e-08 4.52325e-08 3.94463e-09 3.46809e-08 2.76454e-06 -2.88503e-08 -2.04061e-06 1.52769e-06 4.15651e-08 -3.60983e-06 -3.24782e-08 9.52542e-09 -8.66218e-08 1.57144e-06 2.52597e-09 -7.94946e-08 -1.64624e-09 -4.55862e-06 2.78071e-07 1.65518e-06 -6.93727e-07 -6.53508e-08 5.65364e-08 -1.9199e-06 9.60594e-09 -6.93661e-06
internal_weight=0 219 2902 199 2882 2858 2838 2814 64 2750 93 73 2657 41 2636 2604 2453 151 2433 2400 2359 41 131 99 66 2335 2191 144 104 40
internal_count=3121 219 2902 199 2882 2858 2838 2814 64 2750 93 73 2657 41 2636 2604 2453 151 2433 2400 2359 41 131 99 66 2335 2191 144 104 40
is_linear=0
shrinkage=0.1


Tree=6243
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 132 50 133 42 13 3 1365 48 48 448 1375 2 1374 150 16 1348 1375 148 147 1375 1375 457 15 1374 13 13
split_gain=2.65652e-08 1.90382e-07 9.9337e-08 8.28255e-08 3.82528e-08 3.72987e-08 3.53376e-08 3.26522e-08 4.27855e-08 2.90004e-08 2.61141e-08 2.73208e-08 5.66883e-08 3.54251e-08 2.92317e-08 1.30114e-07 5.46512e-08 9.57134e-08 3.24489e-07 8.46583e-08 8.30483e-08 5.92083e-08 5.83004e-08 4.70716e-08 1.23749e-07 6.50515e-08 1.66724e-07 8.3977e-08 4.69543e-08 3.29925e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.086059999999999984 0.09227500000000001 -0.45516499999999999 -0.018024999999999996 0.0036400000000000004 -0.087044999999999983 0.088010000000000019 -0.22597999999999999 -0.098424999999999985 -0.087399999999999992 0.089070000000000024 0.089775000000000008 0.093235000000000012 0.12416000000000001 -0.071854999999999988 -0.047944999999999995 0.084795000000000023 -0.08224999999999999 0.096265000000000003 0.083715000000000026 0.057835000000000004 -0.0029299999999999994 -0.083359999999999976 -0.035729999999999991 -0.084034999999999985 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 -8 -9 11 -3 -13 -14 16 -16 17 19 -19 -15 21 -21 23 24 25 26 -23 -27 29 -29
right_child=1 10 -4 -5 -6 -7 7 9 -10 -11 -12 12 13 14 15 -17 -18 18 -20 20 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=3.9892505561095712e-06 9.5676401889206674e-06 -3.4519952983511915e-06 -7.5986466378080449e-06 -5.7565949355193879e-06 3.7839536844330725e-06 -3.8551820703484434e-06 7.8348234848346218e-07 -7.5683249133362554e-07 -4.846164825233212e-06 4.2213397198958613e-06 2.9464644618807752e-06 5.3135815727500815e-06 -4.2228825441270601e-06 -6.4788046438479805e-06 3.4579762000032046e-06 -7.0372501315634717e-06 -4.6103805889288193e-06 1.1972840160591727e-05 -3.6791381817762997e-06 3.9700225332470274e-06 5.9075475519421166e-06 -9.7521018271133179e-06 -4.864482301854878e-06 -3.5050649545921356e-06 7.8756889638498245e-06 4.9953168152516069e-06 8.4119133717672994e-07 2.7791389740384136e-07 2.7478883895685072e-07 -5.5202572458298239e-06
leaf_weight=23 21 23 21 25 28 24 27 25 27 22 30 20 20 20 21 27 25 27 26 37 24 24 25 38 20 34 39 583 1697 118
leaf_count=23 21 23 21 25 28 24 27 25 27 22 30 20 20 20 21 27 25 27 26 37 24 24 25 38 20 34 39 583 1697 118
internal_value=0 8.07333e-08 -1.05428e-06 -3.70545e-07 3.94519e-07 -2.46725e-07 4.51685e-07 -3.53899e-07 -2.03134e-06 1.57338e-06 1.15099e-08 -1.94061e-08 8.54065e-09 -2.9285e-08 8.30648e-10 -2.44559e-06 4.37346e-08 8.66376e-08 4.29451e-06 2.76496e-09 5.18864e-08 -1.85584e-09 -5.88611e-08 -1.18025e-08 4.09784e-08 -2.18249e-08 -3.19435e-06 6.03581e-08 -9.61213e-09 -6.98098e-07
internal_weight=0 2899 222 201 176 148 124 101 54 47 2878 2848 2825 2805 2785 48 2737 2712 53 2659 2639 2615 2578 2553 2515 2495 63 2432 2398 701
internal_count=3121 2899 222 201 176 148 124 101 54 47 2878 2848 2825 2805 2785 48 2737 2712 53 2659 2639 2615 2578 2553 2515 2495 63 2432 2398 701
is_linear=0
shrinkage=0.1


Tree=6244
num_leaves=31
num_cat=0
split_feature=1373 150 1374 133 133 481 481 1429 1375 1454 42 1447 1372 133 133 133 12 40 1375 42 12 13 43 3 3 16 4 40 133 3
split_gain=2.9736e-08 7.55468e-08 5.65943e-08 4.09358e-08 4.84013e-07 3.20554e-07 2.43831e-07 2.06668e-07 1.43424e-07 1.36419e-07 1.32972e-07 1.27804e-07 1.11311e-07 1.15885e-07 2.86388e-07 1.35138e-07 2.18283e-07 1.17182e-07 1.74279e-07 1.64591e-07 1.03339e-07 2.61091e-07 1.55275e-07 1.43373e-07 1.37669e-07 2.08317e-07 1.57538e-07 1.35918e-07 1.24476e-07 1.19941e-07
threshold=-1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.09112000000000002 0.090310000000000015 -0.086219999999999977 -0.065834999999999991 0.083725000000000008 -0.15308499999999997 0.11390500000000002 -0.16797499999999996 0.059120000000000013 -0.081219999999999987 0.087720000000000006 0.087495000000000003 0.086695000000000008 0.083875000000000019 -0.080314999999999984 0.084315000000000015 0.088200000000000014 0.086850000000000024 -0.083764999999999992 -0.14035499999999998 -0.11171999999999999 -0.090809999999999988 -0.39185999999999993 0.056795000000000005 -0.050459999999999998 0.15630500000000003 -0.07359499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 -5 -7 10 -4 11 -8 12 -10 14 15 -14 -17 -15 19 -19 21 -12 -23 -22 -25 -26 29 -24 -28 -27
right_child=1 -3 3 5 -6 6 7 -9 9 -11 20 -13 13 17 -16 16 -18 18 -20 -21 23 22 27 24 25 26 28 -29 -30 -31
leaf_value=-3.3677380901491022e-06 -5.0682199536502349e-06 5.7381345275485806e-06 7.9266200145866605e-06 -1.2038830497355472e-05 1.4642875311951884e-05 1.0604071931084036e-05 -7.9939450859542603e-06 -9.0068246005817594e-06 -7.268554209076684e-06 -7.2120535780693626e-06 1.096847148142717e-05 -6.0157847014231857e-06 4.7726687168027558e-08 -3.1361651622319187e-06 -1.1556371888824895e-05 -7.8521931861301236e-07 1.1513545669677788e-05 1.1167733246318016e-05 -2.2436370007502166e-06 2.2687511091135094e-07 -7.675925625065887e-06 7.2737775636514104e-06 1.6585281089634112e-06 5.5742762392104564e-06 -1.0673456558834005e-05 1.8685135623272712e-07 1.1293174195117217e-05 -7.5405625638864125e-06 1.3628358146888787e-07 -4.6809969011941233e-06
leaf_weight=26 22 23 23 24 23 20 21 28 20 26 29 34 2127 22 21 31 27 44 24 20 27 22 36 38 20 207 20 29 20 67
leaf_count=26 22 23 23 24 23 20 21 28 20 26 29 34 2127 22 21 31 27 44 24 20 27 22 36 38 20 207 20 29 20 67
internal_value=0 2.82883e-08 -1.44612e-08 2.19921e-08 2.04794e-07 -7.12222e-07 -2.46745e-07 -6.31526e-07 6.75158e-08 -7.92635e-09 -1.9401e-07 7.11063e-08 1.597e-07 2.23847e-07 6.58907e-08 1.77592e-07 4.94007e-06 3.39159e-06 5.02353e-06 7.74872e-06 1.24046e-07 2.7512e-06 1.21127e-08 -6.39739e-07 -1.29048e-07 -7.7793e-07 -1.47641e-07 -2.44568e-06 5.71473e-06 -1.00346e-06
internal_weight=0 3095 3072 3050 2442 608 584 564 2419 2396 536 2370 2336 2316 2206 2185 58 110 88 64 515 116 87 399 372 334 314 65 40 274
internal_count=3121 3095 3072 3050 2442 608 584 564 2419 2396 536 2370 2336 2316 2206 2185 58 110 88 64 515 116 87 399 372 334 314 65 40 274
is_linear=0
shrinkage=0.1


Tree=6245
num_leaves=31
num_cat=0
split_feature=132 15 1185 1186 50 400 0 1204 43 0 1208 1208 1209 3 130 43 3 43 1209 133 42 3 403 0 15 43 43 457 1371 402
split_gain=2.67209e-08 7.34384e-07 4.07687e-07 1.53669e-07 3.13045e-08 3.04814e-08 5.61327e-08 4.23694e-08 5.68041e-08 3.74057e-08 2.68335e-08 8.39404e-08 5.14288e-08 3.59995e-07 3.82286e-08 2.06452e-07 2.43825e-07 2.29737e-07 9.42125e-08 7.3391e-08 1.52194e-07 1.11599e-07 9.50166e-08 6.17778e-08 9.08061e-08 5.15688e-08 4.43619e-07 1.68072e-07 2.23484e-07 1.48235e-07
threshold=-0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.0044650000000000011 0.09227500000000001 0.10645500000000001 -0.09515499999999999 -0.0030749999999999996 -0.0090299999999999981 -0.082084999999999977 0.11846000000000001 0.10480500000000002 -0.087199999999999986 -0.082334999999999978 0.085235000000000019 -0.095589999999999994 -0.092174999999999993 -0.14792499999999997 -0.065739999999999979 -0.085499999999999979 -0.092459999999999987 -0.080484999999999987 -0.087914999999999979 -0.080119999999999983 -0.028889999999999996 -0.08287499999999999 -0.082389999999999977 0.097575000000000009 0.083235000000000017 0.079755000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 8 -8 -9 11 12 13 -4 18 17 -17 23 -14 21 -21 -18 -22 24 -16 27 -27 28 29 -20
right_child=2 -3 10 -5 -6 -7 7 9 -10 -11 -12 -13 14 -15 15 16 19 -19 25 20 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.8211213032800522e-06 -1.3641631945078686e-05 1.6842393835776632e-05 1.323877655695902e-05 -9.1357903416099453e-06 -3.4244846124427874e-06 -3.161647530305345e-06 -1.2522340037558815e-06 -4.7306037861115052e-06 5.9413020651499252e-06 5.3683941487747693e-07 3.3529972142787304e-06 -5.3574350925467525e-06 -5.2738985219288492e-06 -3.832392827784285e-06 -1.437010661737242e-06 -1.0576629407902753e-05 2.5945518581979941e-06 1.0573055393391631e-05 -4.7513542973745393e-07 1.0016516557698197e-05 -5.5411818448192217e-06 -7.1533242007149063e-06 4.2064636681971022e-06 -3.1263780130075251e-06 7.5494483118508587e-06 1.4021695424953183e-05 4.6463369197482978e-08 -9.2099238184781157e-06 9.8947649600233955e-06 -7.3663379115521707e-06
leaf_weight=30 22 26 21 21 24 20 23 26 21 28 24 29 35 30 22 24 23 39 577 20 20 24 20 24 23 23 1826 23 20 33
leaf_count=30 22 26 21 21 24 20 23 26 21 28 24 29 35 30 22 24 23 39 577 20 20 24 20 24 23 23 1826 23 20 33
internal_value=0 1.06514e-06 -8.03779e-08 -1.06029e-06 -7.43324e-08 4.68936e-07 1.03621e-06 -1.22431e-07 2.18104e-06 -1.99934e-06 2.3215e-08 -4.76637e-09 5.01425e-08 3.19691e-06 -7.66918e-09 1.20138e-06 -1.46724e-06 4.43833e-06 -1.21569e-07 5.7599e-07 2.89393e-06 -2.38309e-06 -6.67359e-07 9.7087e-07 3.15607e-06 -4.94941e-08 2.20303e-07 -8.13438e-07 -5.069e-07 -8.47938e-07
internal_weight=0 219 2902 193 172 148 128 98 44 54 2880 2856 2827 51 2776 239 131 108 2537 107 60 47 40 69 45 2502 1849 653 630 610
internal_count=3121 219 2902 193 172 148 128 98 44 54 2880 2856 2827 51 2776 239 131 108 2537 107 60 47 40 69 45 2502 1849 653 630 610
is_linear=0
shrinkage=0.1


Tree=6246
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1210 1210 403 484 481 50 43 52 52 15 133 42 13 0 1212 132 132 403 133 133 12 133 12 0 133 2 133
split_gain=2.60569e-08 4.129e-08 4.51753e-08 8.45634e-08 3.80748e-08 3.47903e-08 3.0728e-07 6.42337e-07 1.73058e-07 1.26555e-07 4.03722e-07 1.70201e-07 1.12243e-07 1.35483e-07 1.27824e-07 9.50248e-08 9.48306e-08 8.51475e-08 9.78463e-08 9.02358e-08 5.81259e-08 5.14245e-08 2.63794e-07 5.47731e-07 1.93485e-07 2.10239e-07 1.79506e-07 2.28948e-07 2.02286e-07 1.39023e-07
threshold=0.12461500000000002 0.10837500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 -0.084339999999999984 -0.081614999999999979 -0.081614999999999979 0.091320000000000012 0.055925000000000009 0.10611000000000001 0.091820000000000013 0.086355000000000015 0.26753000000000005 0.085935000000000025 -0.0018299999999999998 -0.081094999999999987 0.087440000000000004 0.092605000000000007 -0.084389999999999979 -0.083259999999999987 0.091935000000000003 0.090445000000000011 0.088435000000000014 0.089405000000000012 0.087995000000000004 -0.090314999999999993 0.093255000000000018 0.093680000000000013 0.088625000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8 9 10 11 12 14 16 15 17 -14 18 19 -9 -7 22 24 -24 29 -26 28 -28 -23 -22
right_child=-2 -3 -4 4 5 20 7 8 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 26 23 -25 25 -27 27 -29 -30 -31
leaf_value=5.7101603068496424e-06 -3.5979092490379114e-06 4.2444639427191331e-06 -3.6883787076948411e-06 -4.1623109041211135e-06 -1.0364781202121737e-05 -5.2411552877112468e-06 1.7740563389847723e-05 -1.4277078465769395e-06 7.4193940277341015e-06 7.1570581471033536e-06 -1.1718037828056065e-05 9.3767608569805821e-06 -4.2759881405520266e-06 -9.3249384742823448e-06 8.4404240364425019e-06 4.419745100676664e-06 4.8830821742740226e-06 -5.4526594634380146e-06 -5.8189629453409005e-06 5.556279671275883e-06 -1.6804058510929901e-08 9.3043753289814593e-06 -1.6028476303680302e-06 2.0064726713826532e-05 -2.8974793713132387e-07 -1.3862129829552337e-05 -1.1475755230094365e-05 -1.4219476193807262e-06 -2.3148927821552958e-06 7.637108509091679e-06
leaf_weight=26 20 23 33 22 23 22 23 37 33 22 30 20 26 26 21 40 20 34 20 37 2119 31 28 20 25 21 25 241 29 24
leaf_count=26 20 23 33 22 23 22 23 37 33 22 30 20 26 26 21 40 20 34 20 37 2119 31 28 20 25 21 25 241 29 24
internal_value=0 2.32054e-08 -8.3375e-09 3.15447e-08 -1.73602e-08 1.30665e-08 8.66495e-07 1.53056e-06 5.11894e-07 -1.72633e-07 -6.91132e-07 4.86117e-07 -1.95158e-07 -3.55503e-06 1.08479e-06 1.65341e-07 -2.93784e-07 -1.16416e-06 3.86999e-07 2.06429e-06 -1.22954e-07 -7.90208e-08 9.19755e-08 7.42531e-06 -6.88285e-08 -6.48584e-06 -1.25239e-06 -2.36685e-06 3.6884e-06 6.8914e-08
internal_weight=0 3101 3078 3045 3019 2997 412 389 366 333 311 281 261 72 189 168 46 128 94 74 2585 2563 2237 48 2189 46 326 266 60 2143
internal_count=3121 3101 3078 3045 3019 2997 412 389 366 333 311 281 261 72 189 168 46 128 94 74 2585 2563 2237 48 2189 46 326 266 60 2143
is_linear=0
shrinkage=0.1


Tree=6247
num_leaves=31
num_cat=0
split_feature=1420 157 154 39 33 2 34 9 16 97 30 376 1 15 15 9 0 0 0 159 2 2 48 2 2 129 43 1 52 3
split_gain=2.55852e-08 7.89235e-08 2.77874e-08 3.52912e-08 1.03023e-07 7.20743e-08 4.85907e-08 4.96312e-08 1.2798e-06 3.45924e-08 6.79366e-08 4.13908e-08 4.79102e-08 1.48069e-07 3.8371e-08 1.72704e-07 1.56548e-07 8.07163e-07 2.16421e-07 1.56071e-07 9.93788e-08 1.23072e-07 2.25969e-07 1.57979e-07 7.67015e-08 7.24492e-08 6.4494e-08 1.29522e-07 7.27247e-08 5.59892e-08
threshold=0.056520000000000008 0.63397500000000007 0.084190000000000001 -1.0000000180025095e-35 -0.012019999999999998 0.10222000000000002 -0.112215 0.085555000000000006 -0.056919999999999991 -0.086464999999999986 0.09222000000000001 -0.083489999999999981 0.16540500000000002 -0.56020999999999987 -0.10203999999999998 -1.0000000180025095e-35 -0.10096999999999999 -0.10836499999999999 -0.09595999999999999 0.097495000000000012 0.11585500000000001 0.10402500000000002 0.092680000000000026 0.095545000000000005 0.12595500000000001 -0.077709999999999987 -0.05647499999999999 0.092695000000000013 0.089575000000000016 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -6 9 -9 -8 11 -11 13 -13 16 -16 17 19 -18 20 21 23 -23 -15 -22 -17 27 -20 29 -28
right_child=-2 -3 -4 4 6 -7 7 8 -10 10 -12 12 -14 14 15 25 18 -19 26 -21 24 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=7.314905025879171e-06 -3.3229516742247378e-06 6.2862191134627208e-06 -3.2099677540558062e-06 -6.1846702987235473e-06 -4.6616930030102761e-06 -6.8708753786221422e-08 -4.1476745954582842e-06 -8.0220705764364361e-06 2.2738545554342897e-05 -3.7794943699705543e-06 5.1141363673405769e-06 -8.5905278751852162e-06 4.894820394838462e-06 -2.5939829876838655e-06 -9.1350211743615329e-06 -4.6087370164701389e-06 -1.0965071864461607e-05 2.0099327605294094e-05 1.2492348193462728e-06 8.9228935939900109e-06 7.5605950037836171e-06 1.1885938874911517e-06 -1.3663637439874168e-05 7.5148832484666686e-06 -5.207091189636988e-07 4.1074169157368172e-08 1.5347704006404349e-06 -6.9305343671999258e-06 -2.0232234336011365e-06 8.0091094627153904e-06
leaf_weight=20 23 20 27 27 22 39 20 38 21 29 26 20 20 52 21 34 20 24 49 20 23 20 21 22 24 2321 34 32 30 22
leaf_count=20 23 20 27 27 22 39 20 38 21 29 26 20 20 52 21 34 20 24 49 20 23 20 21 22 24 2321 34 32 30 22
internal_value=0 2.46709e-08 -1.60149e-08 1.22501e-08 -3.55091e-08 2.43421e-06 2.04866e-08 5.54876e-08 2.92662e-06 -3.24921e-09 2.56923e-08 -2.09249e-08 1.78785e-08 -1.70942e-08 4.48302e-08 -1.06565e-07 9.60138e-07 2.86172e-06 -1.13465e-06 5.88628e-07 -4.40293e-07 -2.02369e-06 -6.41865e-06 4.11356e-07 3.43397e-06 -2.60569e-08 4.26425e-08 -1.98228e-06 1.94984e-06 4.07826e-06
internal_weight=0 3098 3078 3051 2992 59 2965 2943 59 2884 2864 2838 2809 2789 2769 2376 393 206 187 182 162 115 41 74 47 2355 167 81 86 56
internal_count=3121 3098 3078 3051 2992 59 2965 2943 59 2884 2864 2838 2809 2789 2769 2376 393 206 187 182 162 115 41 74 47 2355 167 81 86 56
is_linear=0
shrinkage=0.1


Tree=6248
num_leaves=31
num_cat=0
split_feature=12 130 1 15 13 16 2 10 39 9 12 45 2 16 401 132 1185 15 1186 401 3 1209 1212 42 42 1210 1208 2 2 3
split_gain=2.89365e-08 5.41687e-08 2.77321e-08 1.02409e-07 1.86347e-07 7.05794e-08 7.04697e-08 6.88881e-08 1.27623e-07 8.88915e-08 4.35116e-08 4.06221e-08 3.48705e-08 2.632e-07 3.33506e-08 3.52666e-08 1.99751e-07 9.92055e-08 8.3949e-08 4.02722e-08 8.28944e-08 6.0479e-08 5.54602e-08 5.21479e-07 7.72e-07 3.14976e-07 4.71756e-08 5.0218e-08 4.17515e-07 3.84707e-07
threshold=0.23631000000000002 -0.22461999999999996 0.13686500000000004 -0.43375999999999998 -0.085584999999999981 -0.11676499999999999 0.14530500000000005 0.0036750000000000007 0.087150000000000019 0.088235000000000022 -0.042789999999999988 0.094030000000000016 -0.0050599999999999994 -0.056919999999999991 0.13837000000000002 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.11769000000000002 -0.076514999999999986 -0.093169999999999989 -0.089544999999999986 0.087505000000000013 0.084535000000000013 -0.21410999999999997 0.11846000000000001 0.096325000000000008 0.095195000000000016 -0.076514999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 6 -5 9 -9 11 -7 12 13 -3 15 17 -17 18 -14 21 -21 -18 23 24 -23 -24 27 28 -27 -30
right_child=-2 2 3 5 -6 10 -8 8 -10 -11 -12 -13 14 -15 -16 16 19 -19 -20 20 -22 22 25 -25 -26 26 -28 -29 29 -31
leaf_value=4.4857908135411515e-06 -3.53389037311148e-06 1.0835858978205817e-05 4.2252312075182395e-07 -8.1206708728132078e-07 -1.1399502915073375e-05 -5.517402198620403e-06 7.2251732490258291e-06 7.1299587280255106e-06 -1.8183433123145472e-06 -5.8374947990649588e-06 2.7187429561702113e-07 -3.7535118107509138e-06 3.0434618563685392e-07 -2.8588703836855229e-06 -4.0460019909005499e-06 9.8675055120284455e-06 -5.4615732324236891e-06 -7.5532525112397387e-06 -6.5604021506260322e-06 -8.6916271503209189e-07 7.1398622594642804e-06 -1.121553393090835e-06 -1.1940096407091583e-05 -7.5110164289071694e-06 2.3553710334887176e-05 -2.3128679217512961e-08 4.8001980325179402e-06 6.9182797338436325e-07 -5.7044273944484307e-07 -2.0184382801744508e-05
leaf_weight=27 23 23 30 20 24 20 24 37 28 26 37 28 163 36 20 21 20 22 20 28 24 32 22 32 21 1474 21 778 20 20
leaf_count=27 23 23 30 20 24 20 24 37 28 26 37 28 163 36 20 21 20 22 20 28 24 32 22 32 21 1474 21 778 20 20
internal_value=0 2.62369e-08 -1.29711e-08 -1.31638e-06 -4.83171e-06 5.6311e-07 3.57188e-06 5.63113e-08 3.27531e-06 -1.70786e-08 -1.75945e-06 3.64899e-08 7.44305e-08 2.47975e-06 2.25993e-08 5.25375e-08 1.55419e-07 -1.20864e-06 -4.459e-07 7.35756e-08 2.82731e-06 1.48894e-08 6.01495e-08 2.56924e-06 8.65544e-06 -3.1188e-08 8.20831e-08 3.88543e-08 -2.9669e-07 -1.03774e-05
internal_weight=0 3098 3071 155 54 101 44 2916 65 2851 57 2825 2797 59 2738 2718 2513 205 183 2492 52 2440 2420 85 53 2335 2313 2292 1514 40
internal_count=3121 3098 3071 155 54 101 44 2916 65 2851 57 2825 2797 59 2738 2718 2513 205 183 2492 52 2440 2420 85 53 2335 2313 2292 1514 40
is_linear=0
shrinkage=0.1


Tree=6249
num_leaves=31
num_cat=0
split_feature=46 44 1428 473 471 52 13 3 11 11 1426 156 47 47 47 394 130 10 10 34 34 97 159 148 1 457 0 43 4 457
split_gain=3.0427e-08 8.83107e-08 5.41767e-08 6.40562e-08 4.44269e-08 3.89241e-08 1.57823e-07 2.85611e-07 3.56711e-08 1.27378e-07 9.53374e-08 4.27941e-08 3.42307e-08 2.2234e-07 1.24336e-07 4.89009e-08 3.86516e-08 6.18379e-08 6.02024e-08 5.41977e-08 5.63079e-08 1.62203e-07 4.83441e-08 4.62407e-08 5.55083e-08 1.69691e-07 2.9529e-07 1.34679e-07 3.17811e-07 1.27145e-07
threshold=0.084955000000000017 0.10049500000000001 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 -0.56022499999999986 0.095120000000000024 -0.085709999999999995 0.097680000000000017 0.10600000000000001 -0.080009999999999984 0.12640500000000002 0.092165000000000011 0.09585500000000001 0.088915000000000008 0.264685 -0.22699999999999995 -0.15491499999999997 -0.40134499999999995 -0.112215 -0.057544999999999992 -0.079444999999999988 0.078675000000000009 -0.10069499999999999 0.089625000000000024 0.3138450000000001 -0.23001499999999997 0.062770000000000006 -0.062539999999999984 0.10487
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 7 -6 10 -10 -7 12 14 -14 15 16 -12 18 -18 -19 21 22 -21 -22 29 26 -26 -28 -29 -25
right_child=1 -3 3 4 5 8 -8 -9 9 -11 11 -13 13 -15 -16 -17 17 19 -20 20 23 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-4.1317685230524147e-06 7.5615983337229413e-06 -1.205558213836479e-06 5.6451573830429427e-06 -4.5102710497957334e-06 1.3509820722822991e-05 6.8686173540299933e-06 -4.6662527113637361e-06 -2.8298198230913843e-06 -8.6936853313090973e-06 2.4573528381075624e-06 -4.0176840954586625e-06 -4.4531247608988042e-06 -9.6968596962041279e-06 -1.6952876532886052e-07 6.8411985803659608e-06 4.51160464460069e-06 1.1830490455560557e-07 -4.882828421693336e-06 7.6037906096427753e-06 -3.9385642801128348e-06 4.0276907182285668e-06 9.8900554224779966e-06 2.6183975987608039e-06 2.78656826874651e-07 -9.7660738166077396e-06 8.1319612763763875e-06 -1.0062883203072291e-07 -1.4729350164088828e-05 -1.6643057424129865e-07 -6.4002152769184066e-06
leaf_weight=32 20 27 20 22 23 20 21 20 20 21 24 22 27 264 27 24 22 23 21 22 27 22 23 1664 38 20 507 22 47 29
leaf_count=32 20 27 20 22 23 20 21 20 20 21 24 22 27 264 27 24 22 23 21 22 27 22 23 1664 38 20 507 22 47 29
internal_value=0 2.52515e-06 -3.86044e-08 4.45317e-09 -3.28778e-08 -4.35457e-11 2.43966e-06 5.90999e-06 -5.32251e-08 -2.98218e-06 -1.17442e-08 -5.96076e-08 -2.57284e-08 -1.05351e-06 9.101e-08 1.91145e-08 -2.38244e-08 1.4717e-08 3.77401e-06 -5.14243e-08 -5.525e-09 2.85307e-06 -5.87228e-07 -8.6887e-08 -1.34628e-07 -9.32742e-07 -1.22801e-06 -6.64734e-07 -4.80968e-06 1.64252e-07
internal_weight=0 47 3074 3042 3022 3000 64 43 2936 41 2895 2875 2853 291 2562 2535 2511 2487 43 2444 2421 67 45 2354 2327 634 614 576 69 1693
internal_count=3121 47 3074 3042 3022 3000 64 43 2936 41 2895 2875 2853 291 2562 2535 2511 2487 43 2444 2421 67 45 2354 2327 634 614 576 69 1693
is_linear=0
shrinkage=0.1


Tree=6250
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 11 10 16 1 10 10 34 39 9 2 4 160 4 14 158 158 44 1456 3 42 42 52 52 1 403 4
split_gain=2.80947e-08 7.35153e-07 3.99461e-07 1.57603e-07 2.65669e-08 3.25783e-08 8.13018e-07 5.07342e-07 1.35082e-07 7.0712e-08 4.23933e-08 2.20163e-07 3.68872e-08 1.21566e-07 3.23039e-08 7.80126e-08 5.21359e-08 3.54072e-08 1.3425e-07 5.11114e-08 4.7437e-08 3.95837e-08 1.04677e-07 4.88424e-08 1.49327e-07 1.25847e-07 2.28394e-07 1.93801e-07 2.77381e-07 2.73094e-07
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 -0.072629999999999986 -0.012544999999999999 -0.056919999999999991 0.10956 -0.0091199999999999979 -0.39840999999999999 -0.057544999999999992 0.089790000000000023 0.092410000000000006 -0.090999999999999984 0.51303500000000013 -0.077609999999999985 0.50822500000000004 -0.31455999999999995 -0.47382999999999992 -0.4686749999999999 0.084760000000000016 0.11585000000000002 -0.077104999999999993 0.10024000000000001 0.10306000000000001 0.091275000000000009 0.10611000000000001 0.090540000000000023 -0.5341999999999999 -0.078439999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 7 -6 -7 -9 11 -10 13 -12 16 -16 17 -15 -19 -20 21 23 -23 -21 -25 27 -27 28 -26 -30
right_child=2 -3 4 -5 5 8 -8 9 10 -11 12 -13 -14 14 15 -17 -18 18 19 20 -22 22 -24 24 25 26 -28 -29 29 -31
leaf_value=1.9608970304887908e-07 -1.3506150125150188e-05 1.9368064529317052e-05 -3.5236941325170591e-06 -9.1637319837900587e-06 -1.7099151461934524e-05 -7.8248930053219244e-06 1.6762588099347205e-05 -2.5034720238181763e-06 9.2179370426492827e-06 4.3970704265313657e-06 -6.9906311800878039e-06 -4.3744285790126017e-06 3.4192800252376108e-06 3.8513595436976777e-06 2.0471175910567282e-06 -5.3993684192017321e-06 5.154203277015768e-06 -8.1682857194209658e-06 4.4680403098377264e-06 -1.526782605662996e-07 3.7206118403285952e-06 2.0560655042345387e-06 -8.0525792110988511e-06 8.6253045292323818e-06 1.4666223496137917e-05 -1.1410887211902513e-05 4.7427719302922032e-07 -1.5744569853382019e-06 -7.5459331561606157e-06 6.0036983594567145e-06
leaf_weight=179 22 20 21 20 20 22 27 27 26 33 25 22 31 24 24 34 20 20 26 2120 34 20 21 25 23 22 61 80 21 51
leaf_count=179 22 20 21 20 20 22 27 27 26 33 25 22 31 24 24 34 20 20 26 2120 34 20 21 25 23 22 61 80 21 51
internal_value=0 1.09218e-06 -8.24177e-08 -7.44596e-07 2.01247e-08 4.61548e-08 1.7581e-06 -3.30592e-06 -2.04069e-08 1.29183e-06 4.24864e-08 2.9881e-06 -1.02316e-08 -5.03353e-08 1.57376e-08 -2.31806e-06 6.84481e-08 2.85285e-08 -7.82172e-09 5.73577e-08 1.10794e-08 -4.05263e-08 -3.12153e-06 1.20419e-08 1.24599e-06 5.30938e-07 -2.67601e-06 2.05195e-06 5.10576e-06 2.05172e-06
internal_weight=0 219 2902 199 2880 2859 107 80 2752 60 2730 48 2682 2651 2626 58 2568 2548 2524 2504 2478 2444 41 2403 283 258 83 175 95 72
internal_count=3121 219 2902 199 2880 2859 107 80 2752 60 2730 48 2682 2651 2626 58 2568 2548 2524 2504 2478 2444 41 2403 283 258 83 175 95 72
is_linear=0
shrinkage=0.1


Tree=6251
num_leaves=31
num_cat=0
split_feature=12 130 12 142 15 11 33 9 3 132 1203 132 2 45 1426 42 0 0 51 1 16 16 159 16 0 0 0 0 52 52
split_gain=2.8438e-08 5.63495e-08 3.17485e-08 1.04333e-07 7.99015e-08 5.92945e-08 5.14361e-08 4.2842e-08 7.23369e-08 3.92733e-08 7.77003e-07 3.35769e-07 1.28965e-07 3.76308e-08 3.95156e-08 1.34442e-07 4.58085e-08 2.83366e-07 1.85399e-07 3.08944e-07 2.11155e-07 4.86486e-07 1.19584e-07 3.29234e-07 1.08542e-07 2.48112e-07 2.66334e-07 1.87303e-07 9.71775e-08 1.05537e-07
threshold=0.23631000000000002 -0.22461999999999996 0.12757000000000002 -0.057499999999999989 -0.059484999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.088235000000000022 -0.014944999999999998 -0.083284999999999984 0.089480000000000018 -0.076764999999999986 0.082850000000000021 0.084355000000000013 -0.052649999999999995 0.084435000000000024 -0.067094999999999988 -0.068604999999999985 0.020580000000000005 0.081315000000000012 0.26676500000000009 0.19444000000000003 0.10545500000000001 0.40391000000000005 -0.069824999999999984 -0.070889999999999995 -0.071719999999999992 -0.070154999999999981 -0.54906499999999991 -0.083374999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5 -7 9 -9 10 12 -11 -8 14 15 -13 17 24 20 -20 21 -18 23 -22 25 26 -16 -27 -21 -30
right_child=-2 2 4 5 -6 6 7 8 -10 11 -12 13 -14 -15 16 -17 18 -19 19 28 22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=4.5744493255134094e-06 -3.5033177363916565e-06 6.7415163619483323e-06 -6.9285802891025257e-06 -4.5996845638488339e-06 5.0293064777388983e-07 -4.4928478600922978e-06 -7.901558900481508e-06 -7.576080791365642e-07 6.7760930396616455e-06 -1.299716691590902e-05 2.0057473780070722e-05 -6.4623478153537568e-06 2.801867616096476e-07 2.9779905974334854e-06 -1.0809479540734114e-07 3.6585053218611089e-06 -5.970705139769022e-07 -1.0369242232223365e-05 1.4576224354338288e-05 -4.1962312631464251e-06 1.465628270421882e-05 -1.6230586507762464e-05 -3.459656712883381e-06 1.6212377853130089e-06 5.8150618322601552e-06 -1.4442912656488174e-05 1.1214484224876201e-05 -9.2094597221148448e-07 9.6388404540448397e-06 7.4204548241141309e-07
leaf_weight=27 23 23 23 28 39 25 22 26 25 20 20 35 155 42 1937 21 209 27 24 21 23 22 28 123 31 21 21 20 20 40
leaf_count=27 23 23 23 28 39 25 22 26 25 20 20 35 155 42 1937 21 209 27 24 21 23 22 28 123 31 21 21 20 20 40
internal_value=0 2.60109e-08 -1.39787e-08 3.2175e-08 -2.25392e-06 -1.95045e-08 2.38509e-08 6.23498e-08 2.93538e-06 1.15085e-08 1.37434e-06 -8.84829e-08 -7.36753e-07 8.39278e-09 -3.9157e-08 -2.66703e-06 1.81709e-08 -1.92172e-07 8.66555e-07 4.61112e-06 -1.04257e-07 -2.08598e-06 2.52665e-06 3.6747e-06 -5.68121e-08 -1.47872e-07 1.33425e-08 -7.84683e-06 1.65849e-06 3.70764e-06
internal_weight=0 3098 3071 3009 62 2986 2958 2933 51 2882 197 2685 177 2665 2623 56 2567 2057 510 105 405 231 174 146 2030 1999 1958 41 81 60
internal_count=3121 3098 3071 3009 62 2986 2958 2933 51 2882 197 2685 177 2665 2623 56 2567 2057 510 105 405 231 174 146 2030 1999 1958 41 81 60
is_linear=0
shrinkage=0.1


Tree=6252
num_leaves=31
num_cat=0
split_feature=1211 50 1 1213 1213 403 1203 1200 1203 1185 1183 129 1184 393 1212 12 52 42 0 1212 1213 1213 1210 402 52 0 43 401 401 1212
split_gain=3.01649e-08 1.47703e-07 9.4981e-08 5.42851e-08 9.77392e-08 4.03437e-08 3.8424e-08 1.8181e-07 3.95918e-08 3.70981e-08 3.63583e-08 3.49776e-08 7.32669e-08 4.75244e-08 3.46795e-08 2.86237e-07 2.46936e-07 1.57551e-07 1.4606e-07 1.083e-07 3.98001e-08 4.49892e-07 3.86476e-07 3.09609e-07 6.45432e-08 6.00961e-08 1.2379e-07 4.92056e-08 1.67371e-07 1.04553e-07
threshold=0.087635000000000005 0.096900000000000014 0.088135000000000005 -0.020279999999999996 0.093235000000000026 -0.014954999999999998 0.089745000000000019 0.084780000000000008 0.087970000000000007 0.093750000000000014 -0.073809999999999973 -0.077709999999999987 0.084515000000000021 0.10389500000000002 0.087615000000000012 0.089300000000000004 0.0031350000000000002 0.08623500000000002 -0.080499999999999988 0.087210000000000024 -0.090764999999999985 -0.084954999999999989 -0.087109999999999979 0.14135500000000004 0.090645000000000017 -0.079634999999999997 0.0034250000000000005 0.076195000000000013 0.084575000000000011 -0.063924999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -6 8 -8 9 10 -1 -12 13 14 19 16 -16 -18 -17 20 22 -22 -13 27 25 26 -24 29 -29 -23
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 11 12 -14 -15 15 18 17 -19 -20 -21 21 23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.231591283699398e-06 4.6935084158879664e-06 7.659900125721227e-06 -6.1218911313044473e-06 -6.0919366048784429e-06 -8.1153058886229709e-07 4.9867256393554273e-06 -7.9992968502059146e-06 3.3117723803486489e-06 4.4141687578758144e-06 -4.1412314436167273e-06 -3.071578079901596e-06 -1.4574347821962875e-05 5.731021911969947e-06 4.0363280439643334e-06 4.1397148084502692e-07 1.0643955091825861e-05 -4.6446763280982849e-06 -1.7196626395161732e-05 -6.6872322349809107e-07 7.303019729079096e-06 1.0802412116630111e-05 6.027860794786428e-06 -3.4068800636709464e-06 -1.1464812176124422e-05 -3.6923857014362174e-06 6.2805239386297331e-06 5.9850269715990064e-06 -1.0337665767110595e-05 -4.6254586572825606e-07 -1.5204619752836571e-08
leaf_weight=34 30 30 22 21 24 24 30 27 20 22 38 20 22 28 37 21 20 20 25 20 38 29 36 24 27 23 23 20 121 2245
leaf_count=34 30 30 22 21 24 24 30 27 20 22 38 20 22 28 37 21 20 20 25 20 38 29 36 24 27 23 23 20 121 2245
internal_value=0 1.37877e-06 -1.78532e-07 1.14221e-06 -4.01826e-07 2.0876e-06 -7.01036e-08 -2.64142e-06 -1.97894e-08 -5.04425e-08 -1.90954e-08 -5.80532e-08 -1.71408e-08 -6.2679e-08 -1.0443e-07 -1.74556e-06 -5.47414e-06 -1.09207e-05 4.49576e-06 -2.756e-08 -8.38193e-08 5.36471e-09 -1.79629e-06 -1.62855e-07 5.48308e-07 1.94463e-06 2.54372e-07 -5.05374e-08 -1.86327e-06 6.18617e-08
internal_weight=0 151 121 99 69 48 2970 57 2913 2893 2871 2837 2799 2777 2749 123 77 40 46 2626 2606 2477 129 2439 109 82 59 2415 141 2274
internal_count=3121 151 121 99 69 48 2970 57 2913 2893 2871 2837 2799 2777 2749 123 77 40 46 2626 2606 2477 129 2439 109 82 59 2415 141 2274
is_linear=0
shrinkage=0.1


Tree=6253
num_leaves=31
num_cat=0
split_feature=132 1185 1203 120 33 9 1 9 34 11 13 40 39 13 13 12 1212 12 1212 2 12 0 1213 1213 401 1209 13 15 401 16
split_gain=2.95235e-08 2.02094e-07 1.00729e-07 2.84876e-08 5.1771e-08 4.43439e-08 1.20182e-07 4.56052e-08 5.56798e-08 9.32397e-08 3.68803e-08 3.37301e-07 2.1396e-07 8.16872e-08 8.4779e-08 1.34457e-07 6.06756e-08 5.20055e-08 4.19539e-08 1.63644e-07 2.23231e-07 2.09752e-07 4.42e-08 3.71607e-07 3.10514e-07 2.46846e-07 7.87899e-08 6.04198e-08 6.00047e-08 1.51251e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.09852000000000001 -0.044254999999999996 0.091600000000000015 0.13075500000000004 0.085355000000000014 -0.08786999999999999 -1.0000000180025095e-35 0.24813000000000004 -0.24134999999999998 0.096625000000000016 0.19762500000000002 0.11217000000000001 0.09857500000000001 -0.52517999999999987 0.090995000000000006 -0.09083999999999999 0.084715000000000013 0.087505000000000013 -0.085034999999999986 -0.084774999999999989 -0.088064999999999991 0.10956 0.086665000000000006 -0.087934999999999985 0.088060000000000013 0.081905000000000019 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 7 -7 8 -6 -10 11 -11 17 14 16 -16 -13 -12 19 20 -18 -21 23 25 28 26 -20 -28 -24 -30
right_child=1 3 -4 -5 5 6 -8 -9 9 10 12 13 -14 -15 15 -17 18 -19 22 21 -22 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=-3.1881237698773758e-07 9.8594692514909968e-06 4.9870016699146836e-06 -6.8359161968213881e-06 -3.7471626603746702e-06 5.2770790136946744e-06 -8.0332987257255195e-06 1.8737191712716595e-06 4.5908886849329894e-06 -6.8214164093660658e-06 1.3035495976509992e-05 4.8385454214266724e-06 5.4568941118304791e-06 -1.1071044499146865e-05 -5.4725373872686228e-06 1.6094805283096828e-07 1.0229529794698812e-05 -1.3879404464421984e-05 -1.1672911009109949e-06 4.7478415682336266e-06 1.0038917562269491e-05 -7.6619161759213865e-07 -3.3695647435446778e-06 -6.7396546241549443e-08 1.0501101542104152e-05 -1.0755675606964765e-05 -1.0687701363888314e-05 1.5575985847655311e-06 -5.6388173652521807e-06 7.785489066905298e-06 -9.7045176904004552e-07
leaf_weight=195 21 21 27 20 20 24 25 22 20 20 21 20 20 27 36 21 21 46 36 20 34 28 2162 36 27 22 28 20 34 47
leaf_count=195 21 21 27 20 20 24 25 22 20 20 21 20 20 27 36 21 21 46 36 20 34 28 2162 36 27 22 28 20 34 47
internal_value=0 8.5115e-08 -1.11143e-06 1.37941e-08 4.01129e-08 3.49511e-09 -2.9787e-06 5.59081e-08 1.98381e-08 -1.8452e-08 3.14597e-08 9.8244e-08 -1.99433e-06 -5.51388e-10 5.64485e-08 3.87043e-06 -2.93096e-08 7.15135e-07 -7.29375e-08 -2.04939e-06 -5.77305e-06 2.2173e-06 1.14634e-08 1.72302e-06 -9.56032e-08 -1.25821e-06 1.21141e-06 -1.44091e-06 3.27169e-08 2.70488e-06
internal_weight=0 2899 222 2878 2858 2837 49 2788 2766 2746 2726 2639 87 2619 2592 57 2535 67 2515 103 55 48 2412 142 2270 106 84 48 2243 81
internal_count=3121 2899 222 2878 2858 2837 49 2788 2766 2746 2726 2639 87 2619 2592 57 2535 67 2515 103 55 48 2412 142 2270 106 84 48 2243 81
is_linear=0
shrinkage=0.1


Tree=6254
num_leaves=31
num_cat=0
split_feature=12 130 12 142 133 45 3 1456 153 16 47 0 15 3 47 0 48 457 13 132 1186 1185 1203 132 51 51 51 4 133 42
split_gain=3.04702e-08 4.66496e-08 3.13809e-08 8.94425e-08 6.5755e-08 4.2552e-08 4.11577e-07 4.8068e-08 8.35969e-08 6.20307e-08 3.81826e-08 2.38704e-07 8.70536e-07 3.15747e-07 8.88149e-08 5.9905e-08 4.99101e-08 1.21094e-07 4.67797e-08 4.52208e-08 8.44441e-07 3.8685e-07 8.83845e-08 4.27056e-08 4.24283e-08 9.98413e-08 1.1523e-07 7.70685e-08 1.27321e-07 9.45814e-08
threshold=0.23631000000000002 -0.22461999999999996 0.12757000000000002 -0.057499999999999989 0.017095000000000003 0.083445000000000005 0.10299500000000002 0.11510000000000002 0.082840000000000011 -0.018494999999999998 0.092165000000000011 -0.10224499999999999 -0.11033999999999998 -1.0000000180025095e-35 0.089785000000000018 -0.26343999999999995 0.12879500000000002 0.41022000000000008 -0.020934999999999999 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.087075000000000014 -0.044384999999999994 0.096505000000000021 0.093135000000000009 0.091000000000000011 0.0033150000000000007 -0.040449999999999993 0.093775000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 7 -7 8 10 -9 14 12 18 -13 15 -5 17 19 -12 20 22 -21 -17 -23 25 26 -25 28 -26 -30
right_child=-2 2 4 5 -6 6 -8 9 -10 -11 11 13 -14 -15 -16 16 -18 -19 -20 21 -22 23 -24 24 27 -27 -28 -29 29 -31
leaf_value=4.1654024260895781e-06 -3.6263330675074431e-06 6.2485683098083946e-06 -5.4930336318648193e-06 5.552250695473049e-06 1.02023004288757e-06 -1.3921237340355219e-05 4.8611986033262968e-06 7.4262158270244073e-06 -6.2983336734067139e-06 -2.6865937715311618e-07 3.5193369575577454e-06 -8.0332394521881745e-07 -2.3769070064645352e-05 1.1151465448165255e-05 6.4816454141691793e-06 -1.3075895782568968e-08 -4.5793322640194043e-06 6.8894987075159764e-06 -2.6780017573660838e-06 -1.3936620889580807e-05 2.0403179288613111e-05 3.9130072683032524e-06 -6.9767328871724508e-06 -1.3610368265996881e-07 9.7813060983753539e-06 -5.6025772809417424e-06 7.1402382549091602e-06 -3.127503201070677e-06 2.3944711317195118e-06 -4.7671029154695469e-06
leaf_weight=27 23 23 31 20 31 20 28 20 21 22 29 190 20 25 22 138 23 26 21 20 21 28 21 2029 20 33 22 31 114 22
leaf_count=27 23 23 31 20 31 20 28 20 21 22 29 190 20 25 22 138 23 26 21 20 21 28 21 2029 20 33 22 31 114 22
internal_value=0 2.69203e-08 -9.46493e-09 3.64208e-08 -2.2364e-06 -1.1429e-08 -2.96482e-06 3.68224e-08 -1.18887e-08 3.39557e-06 3.40297e-08 -1.06457e-06 -6.13655e-06 5.86768e-07 1.54919e-07 1.00718e-07 5.79269e-08 1.00167e-07 9.16455e-07 2.953e-08 1.55639e-06 -8.89847e-08 -9.32804e-07 3.14819e-08 -1.63748e-08 -1.45851e-07 -5.80542e-08 1.42656e-06 2.33154e-06 1.23598e-06
internal_weight=0 3098 3071 3009 62 2986 48 2938 2896 42 2875 285 70 215 2590 2568 2548 2525 50 2499 180 2319 159 2299 2271 2084 2051 187 156 136
internal_count=3121 3098 3071 3009 62 2986 48 2938 2896 42 2875 285 70 215 2590 2568 2548 2525 50 2499 180 2319 159 2299 2271 2084 2051 187 156 136
is_linear=0
shrinkage=0.1


Tree=6255
num_leaves=31
num_cat=0
split_feature=130 10 0 40 10 4 10 11 12 12 123 123 2 4 3 3 44 158 42 13 457 3 159 42 1373 457 448 447 447 1
split_gain=2.94812e-08 7.07776e-08 1.16332e-07 9.00447e-08 3.97233e-08 1.18166e-06 1.09473e-07 4.91108e-08 3.52429e-08 1.05744e-07 9.12844e-08 7.24304e-08 5.79251e-08 5.5476e-07 2.16772e-07 5.75115e-08 4.31969e-08 8.62802e-08 3.9795e-08 4.35118e-08 3.93504e-08 5.85411e-08 1.09135e-07 5.69654e-08 4.95595e-08 1.37227e-07 8.2255e-08 9.67465e-08 7.22403e-08 5.282e-08
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 -0.012544999999999999 0.053180000000000012 -0.0091199999999999979 -1.0000000180025095e-35 -0.087484999999999993 -0.083994999999999986 0.086445000000000008 0.084280000000000008 -0.0050599999999999994 0.053180000000000012 -0.13309499999999996 -0.0049599999999999991 0.099360000000000018 -0.47356499999999996 -1.0000000180025095e-35 -0.091559999999999989 -0.11701499999999999 0.31299000000000005 0.090025000000000008 0.083865000000000009 -1.0000000180025095e-35 0.11612500000000002 0.030280000000000001 0.089635000000000006 0.086195000000000008 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -6 -8 10 -10 11 18 13 -11 -15 -12 17 -14 -9 -20 23 24 -23 -19 -22 26 27 28 29 -26
right_child=1 3 -4 4 6 -7 7 8 9 12 15 -13 16 14 -16 -17 -18 20 19 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-3.8270231385695295e-06 -1.0463376817088353e-06 -6.5562666956490536e-06 9.6102233385408912e-06 -1.1540039486135357e-05 -7.0665141058932266e-06 1.5649265675289245e-05 4.8325033893498977e-06 1.2567425887237525e-06 6.5427578665548935e-06 1.6331222485903361e-05 -2.0780659885986095e-06 4.2577620634650281e-06 5.7093900612524245e-06 3.5953962842747639e-06 -1.0442596834019987e-05 -9.2725319336750542e-06 -4.1188378872902834e-06 6.8062328773521598e-06 -7.2623165754932764e-07 -5.8716572480248206e-06 -4.687534154705329e-06 -9.177424799418078e-06 1.0291609193948468e-06 -7.4131055470161302e-07 2.1575480117619316e-07 6.587665114004208e-06 -5.8141948757111099e-06 5.7954501504095138e-06 -5.9562448438468677e-06 -8.4907917276812388e-07
leaf_weight=20 21 21 20 31 22 33 21 39 25 21 25 30 26 22 22 20 26 20 42 27 23 20 22 20 1764 31 25 28 21 633
leaf_count=20 21 21 20 31 22 33 21 39 25 21 25 30 26 22 22 20 26 20 42 27 23 20 22 20 1764 31 25 28 21 633
internal_value=0 2.46882e-08 4.15198e-06 -3.06122e-08 1.44811e-08 2.47945e-06 -3.85467e-08 1.3812e-08 -2.07011e-08 6.87513e-08 -1.36444e-06 -8.90627e-08 9.33494e-09 2.95873e-06 -3.4236e-06 -5.27561e-06 -6.27638e-08 -2.27114e-08 -1.29651e-06 -2.73966e-06 -7.98785e-08 -1.28376e-07 -3.83112e-06 3.03246e-06 -6.6786e-08 -2.43091e-08 -1.0726e-07 -4.89306e-08 -1.16607e-07 -6.54467e-08
internal_weight=0 3101 41 3060 3039 64 2975 2953 2932 2749 183 138 2724 65 44 45 2659 2633 108 69 2607 2567 42 40 2525 2502 2471 2446 2418 2397
internal_count=3121 3101 41 3060 3039 64 2975 2953 2932 2749 183 138 2724 65 44 45 2659 2633 108 69 2607 2567 42 40 2525 2502 2471 2446 2418 2397
is_linear=0
shrinkage=0.1


Tree=6256
num_leaves=31
num_cat=0
split_feature=421 9 10 43 9 2 149 1365 97 33 9 2 45 47 47 47 3 393 129 391 1184 14 15 1186 3 147 147 1426 1428 157
split_gain=3.15782e-08 4.58942e-08 8.14989e-08 1.41451e-07 8.98026e-08 7.17198e-08 5.28676e-08 4.90452e-08 3.34243e-08 4.7347e-08 5.86334e-08 1.46944e-07 3.2151e-08 3.20347e-08 7.82523e-08 7.12928e-08 1.14785e-07 4.58306e-08 4.33827e-08 1.81972e-07 8.80301e-08 4.88869e-08 1.0916e-07 4.6513e-08 5.85516e-08 4.52883e-08 6.9597e-08 6.30555e-08 5.71981e-08 8.73258e-08
threshold=-1.0000000180025095e-35 0.092410000000000006 0.053330000000000009 -0.076834999999999987 0.086220000000000005 -0.15339499999999998 0.097720000000000015 0.088010000000000019 -0.086244999999999988 0.085305000000000006 -0.074254999999999988 -1.0000000180025095e-35 0.094030000000000016 0.085505000000000012 0.079365000000000005 0.092165000000000011 -0.078584999999999988 0.12679500000000002 -0.077709999999999987 -0.086319999999999994 0.089075000000000015 -1.0000000180025095e-35 -0.42198999999999992 -0.088079999999999978 -0.087784999999999988 0.099230000000000013 0.093875000000000014 -0.089244999999999977 -0.020064999999999996 -0.48214999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -3 7 8 -2 10 -10 -12 13 14 17 16 -15 18 19 -13 21 22 -20 24 -23 26 27 -25 -29 -30
right_child=1 5 3 -5 -6 -7 -8 -9 9 -11 11 12 -14 15 -16 -17 -18 -19 20 -21 -22 23 -24 25 -26 -27 -28 28 29 -31
leaf_value=-3.9607982780509594e-06 3.6343340592566163e-06 -3.153446717381788e-07 1.2810263797291556e-06 -1.0469845617535612e-05 6.1301707319216803e-06 7.476651206248097e-06 -4.2602631174010384e-06 4.5324874198134545e-06 -4.7291903438935365e-06 -4.5569770088110571e-06 8.5827399311710915e-06 -1.0091578437823046e-05 -3.2217989692364956e-06 -3.0537440365050216e-07 5.1334261306399118e-06 -2.0692367932532146e-07 -9.0250711204694558e-06 4.253511913422979e-06 2.0253683890947492e-07 2.9508107534480666e-06 6.3857959947778333e-06 6.5063218983141276e-06 8.8729463345771368e-06 5.4812593089081935e-06 -7.2404677450235578e-07 4.1172561650455463e-06 -5.8923994272065882e-06 -4.5708475603344688e-06 6.4770943504299804e-06 -1.6180674342419151e-07
leaf_weight=20 25 27 21 20 24 21 29 24 26 23 20 20 31 36 31 274 26 26 53 23 22 24 20 20 21 25 21 29 20 2119
leaf_count=20 25 27 21 20 24 21 29 24 26 23 20 20 31 36 31 274 26 26 53 23 22 24 20 20 21 25 21 29 20 2119
internal_value=0 2.5543e-08 -2.26945e-08 -4.45111e-06 3.7586e-08 3.09365e-06 -1.13504e-08 3.02915e-08 -6.52375e-09 -3.78026e-08 -1.79947e-09 4.11618e-08 -1.8969e-08 1.63647e-08 1.40795e-07 -8.99829e-07 -3.96202e-06 7.74421e-08 3.25195e-08 -3.11542e-06 8.95378e-08 3.06442e-08 2.57799e-06 -5.09514e-08 3.13215e-06 -1.15069e-07 -1.62968e-07 -1.07978e-07 -1.59539e-07 -9.97319e-08
internal_weight=0 3101 3053 41 3012 48 2988 2959 2935 2910 2887 2861 2841 2810 2474 336 62 2443 2417 43 2374 2352 73 2279 45 2234 2209 2188 2168 2139
internal_count=3121 3101 3053 41 3012 48 2988 2959 2935 2910 2887 2861 2841 2810 2474 336 62 2443 2417 43 2374 2352 73 2279 45 2234 2209 2188 2168 2139
is_linear=0
shrinkage=0.1


Tree=6257
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 47 10 47 47 1453 16 49 13 16 34 34 39 0 11 10 159 148 447 447 12 12 12 0 1212 1212 1213
split_gain=2.94246e-08 2.00251e-07 9.73676e-08 8.93276e-08 2.80573e-08 3.50426e-07 2.42523e-07 1.12047e-07 5.30938e-08 8.61623e-08 5.21269e-08 7.78881e-08 7.57289e-08 4.18993e-08 4.64041e-08 1.29654e-07 2.10558e-07 7.09927e-08 3.81074e-08 1.24791e-07 3.78436e-08 5.85154e-08 5.66916e-08 3.98463e-08 2.01138e-07 1.17422e-07 4.75648e-07 9.5846e-08 1.13745e-06 2.52103e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 0.094160000000000008 -0.0026549999999999994 0.090100000000000013 0.097970000000000015 -1.0000000180025095e-35 0.51222500000000004 0.15266500000000002 -0.081029999999999977 -0.072359999999999994 -0.112215 -0.057544999999999992 0.089790000000000023 -0.068944999999999992 -1.0000000180025095e-35 -0.0093599999999999985 0.091070000000000012 -0.10069499999999999 0.094580000000000011 0.089635000000000006 0.085355000000000014 0.085195000000000007 0.085635000000000003 -0.086234999999999992 -0.073259999999999978 -0.089544999999999986 -0.085714999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 13 -7 -9 10 11 -10 -13 -3 15 16 -15 -16 19 -19 -20 22 23 24 -22 26 -25 28 29 -27
right_child=1 4 -4 -5 5 7 -8 8 9 -11 -12 12 -14 14 17 -17 -18 18 20 -21 21 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=3.6187813259919662e-07 9.81465739078842e-06 -3.9704586828730286e-06 -7.5887433662761139e-06 -6.0261171202000701e-06 1.3717764031753177e-05 -6.5185921092355173e-06 -8.2422697851648587e-06 5.5753949982317862e-06 -7.0257553957731039e-07 -5.3403532864706453e-06 -2.6464317170393772e-06 7.7923005878331217e-06 1.6322638975552195e-06 1.3157713753268277e-05 -5.661455373807588e-06 -2.8630275664909278e-06 -1.1791162910412822e-06 5.9097499551614584e-06 3.6358332766082772e-06 -3.5094292818691681e-06 -2.9783128501644532e-07 -4.6064901003514288e-06 5.2935792302832858e-06 -5.1661290052877689e-06 -8.5042377188602268e-06 -1.0882193224384075e-06 1.611763168295424e-05 3.5667898588950414e-07 -2.433166892387817e-05 1.0767171327567365e-05
leaf_weight=176 21 26 21 25 20 24 36 20 80 25 35 29 64 21 22 26 20 39 28 22 817 28 20 21 31 71 21 1288 20 24
leaf_count=176 21 26 21 25 20 24 36 20 80 25 35 29 64 21 22 26 20 39 28 22 817 28 20 21 31 71 21 1288 20 24
internal_value=0 8.49663e-08 -1.10958e-06 -4.32649e-07 1.39714e-08 9.34406e-07 -9.19446e-08 1.14199e-08 6.30868e-07 2.06445e-07 8.73127e-07 1.58518e-06 3.55314e-06 2.33449e-08 6.45671e-08 2.66106e-06 6.16414e-06 -6.38104e-09 4.48172e-08 2.51267e-06 -1.87282e-08 -6.24393e-08 -7.43134e-09 -5.36678e-08 -5.9783e-07 2.65674e-07 5.47575e-06 1.09706e-07 -2.65639e-06 1.90683e-06
internal_weight=0 2899 222 201 2878 297 2581 277 253 233 208 173 93 2545 2519 67 41 2452 2430 61 2369 2341 2313 2293 848 1445 42 1403 115 95
internal_count=3121 2899 222 201 2878 297 2581 277 253 233 208 173 93 2545 2519 67 41 2452 2430 61 2369 2341 2313 2293 848 1445 42 1403 115 95
is_linear=0
shrinkage=0.1


Tree=6258
num_leaves=31
num_cat=0
split_feature=10 0 10 42 48 11 45 1429 156 1425 147 147 150 151 448 2 1456 132 0 1186 403 43 13 1 16 1 160 133 160 160
split_gain=2.96435e-08 4.11445e-07 3.67211e-07 8.08048e-08 6.27108e-08 4.13225e-08 3.16098e-08 6.66593e-08 9.20917e-08 5.00345e-08 3.76687e-08 5.16834e-08 5.51781e-08 2.29707e-07 1.16532e-07 3.84616e-08 2.77774e-07 2.43611e-07 1.00067e-06 7.9719e-07 2.14215e-07 1.75922e-07 2.42586e-07 3.50329e-07 5.01505e-07 3.68381e-07 1.747e-07 1.9443e-07 1.57802e-07 3.66786e-07
threshold=-0.011559999999999999 -0.10224499999999999 -0.086389999999999981 0.086730000000000015 0.086035000000000014 -1.0000000180025095e-35 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.10034500000000002 0.11204500000000002 0.099730000000000027 0.12640500000000002 0.015440000000000001 1.0000000180025095e-35 0.083715000000000026 0.061930000000000006 -0.083284999999999984 -0.082284999999999983 0.049580000000000006 -0.55683499999999986 -0.0098449999999999979 0.0027400000000000007 0.093700000000000019 -0.074319999999999983 0.096125000000000016 -0.53908999999999996 -0.038089999999999992 -0.55248999999999981 -0.53908999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2 7 -7 9 10 11 12 14 -14 15 16 17 18 -9 21 -17 26 23 24 -23 -25 -19 -28 -22 -30
right_child=5 2 -4 4 -6 6 -8 8 -10 -11 -12 -13 13 -15 -16 20 -18 19 -20 -21 28 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=-1.2955708254594357e-05 4.4820006429463755e-06 -6.5405614577684901e-06 1.1866015502164374e-05 4.0005068947958415e-06 -3.6559248997036775e-06 -5.7610242765804284e-06 2.8226774190898143e-06 -5.9050268173450604e-06 6.7943283579552378e-06 -4.2994516358400382e-06 -4.299195305748072e-06 4.6768362305253199e-06 -1.159825193553843e-05 2.1477536312241067e-06 6.8730465281987574e-06 -9.8076818942346382e-06 1.2255212509444392e-05 -9.5752727810620501e-06 2.410506212982e-05 -1.983322899150153e-05 -7.2989701341915254e-06 3.5759270000549022e-06 -6.5839055660414189e-06 -1.2262094960966525e-05 1.9090558293226362e-05 3.2313894338218686e-06 -8.6175441337078307e-06 3.0330691831497664e-07 1.2295351280044998e-05 -1.4345496976058612e-07
leaf_weight=25 21 27 25 23 20 20 40 25 20 27 20 24 20 31 25 23 20 21 20 20 30 74 24 21 29 57 26 405 24 1934
leaf_count=25 21 27 25 23 20 20 40 25 20 27 20 24 20 31 25 23 20 21 20 20 30 74 24 21 29 57 26 405 24 1934
internal_value=0 -1.5412e-06 1.46261e-06 -2.25289e-06 4.39376e-07 6.16282e-08 3.0478e-08 -7.51116e-09 3.18965e-08 -1.4741e-08 2.5526e-08 5.5843e-08 1.66406e-08 -3.24284e-06 7.64798e-08 1.47601e-08 6.301e-07 3.08074e-07 7.43279e-06 -1.65504e-07 -2.12282e-07 4.3321e-07 2.86301e-06 4.11564e-06 7.94412e-06 -9.39933e-07 -6.688e-07 -2.34842e-07 -1.01269e-07 9.01252e-09
internal_weight=0 120 95 70 43 3001 2980 2940 2920 2900 2873 2853 2829 51 2778 2753 742 722 45 677 2011 657 205 181 103 78 452 431 1988 1958
internal_count=3121 120 95 70 43 3001 2980 2940 2920 2900 2873 2853 2829 51 2778 2753 742 722 45 677 2011 657 205 181 103 78 452 431 1988 1958
is_linear=0
shrinkage=0.1


Tree=6259
num_leaves=31
num_cat=0
split_feature=132 1185 1203 52 13 33 34 11 33 47 47 9 47 47 47 2 2 47 483 47 52 1 13 13 42 12 12 4 16 12
split_gain=3.04598e-08 1.70264e-07 8.62727e-08 3.79384e-08 3.20222e-08 3.01157e-08 6.69053e-08 5.35359e-08 7.98089e-08 5.42495e-08 2.6836e-07 2.59731e-07 7.01593e-08 4.91306e-08 5.16669e-08 1.55453e-07 4.57265e-08 1.30309e-07 1.01803e-07 4.88259e-08 4.56454e-08 6.7617e-08 4.80429e-08 4.64143e-08 4.37483e-08 4.34751e-08 3.46871e-07 4.89969e-07 1.89931e-07 1.73624e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10347000000000002 0.056795000000000005 0.085305000000000006 -0.081829999999999986 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.09055500000000001 0.091210000000000013 0.087885000000000019 0.078875000000000015 0.084145000000000011 0.10402500000000002 0.11708 -1.0000000180025095e-35 0.13302500000000003 -0.0027449999999999996 0.10727500000000002 -0.075974999999999987 -0.079299999999999995 0.092395000000000019 0.089570000000000025 0.090455000000000021 -0.07533999999999999 0.6352000000000001 0.088845000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 -3 -9 11 -11 12 13 14 25 -16 18 -18 -12 -19 23 22 -22 -20 -25 29 27 -27 -28 -10
right_child=1 5 -4 -5 -6 6 -8 8 9 10 16 -13 -14 -15 15 -17 17 19 20 -21 21 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-3.7112665596497313e-07 9.0581043055170166e-06 4.9768981770367564e-06 -6.317910122431516e-06 -3.857888636789371e-06 3.6471386979626363e-06 -6.5215419764089432e-06 9.7141109318517224e-07 -5.385994523344885e-06 -8.5524080502652185e-08 1.1498931990180002e-05 7.8917605844166942e-06 -8.505930114132021e-06 5.8053895231967638e-06 -3.7742555999851472e-06 -3.2873258977484846e-06 7.7038929013665878e-06 -7.8886910337725723e-06 3.7233281391895762e-06 -3.7739376466561227e-06 -1.985158720846561e-06 3.1427460163242705e-06 6.1114910953745438e-06 -3.7055385314488377e-06 2.911648779344331e-06 -2.9215699623819092e-06 7.5016310893261116e-07 1.9500653803309658e-07 1.6915457329863178e-05 -8.3303087640834519e-06 -4.7719262554545865e-06
leaf_weight=144 21 22 28 27 23 22 26 27 1343 24 21 36 21 34 22 31 23 31 36 29 21 29 20 36 20 50 813 30 27 84
leaf_count=144 21 22 28 27 23 22 26 27 1343 24 21 36 21 34 22 31 23 31 36 29 21 29 20 36 20 50 813 30 27 84
internal_value=0 8.64443e-08 -1.12893e-06 -3.80005e-07 1.82287e-07 2.09805e-08 -2.46286e-06 6.31092e-08 2.46108e-08 7.7141e-08 1.37159e-06 -7.35577e-08 5.00942e-08 4.38796e-10 5.39136e-08 3.1415e-06 4.57846e-07 -1.48899e-06 1.34084e-06 9.64226e-07 4.91644e-07 2.416e-06 -1.97881e-07 -9.72541e-07 8.28356e-07 -1.58103e-08 5.20211e-07 6.81215e-06 -7.90215e-08 -3.61388e-07
internal_weight=0 2899 222 194 167 2878 48 2830 2808 2781 290 2491 2455 2434 2400 53 266 83 183 60 162 70 41 92 56 2347 920 80 840 1427
internal_count=3121 2899 222 194 167 2878 48 2830 2808 2781 290 2491 2455 2434 2400 53 266 83 183 60 162 70 41 92 56 2347 920 80 840 1427
is_linear=0
shrinkage=0.1


Tree=6260
num_leaves=31
num_cat=0
split_feature=448 0 148 148 1348 43 130 15 42 15 39 39 39 51 12 50 50 3 51 4 160 2 457 457 43 160 12 49 13 160
split_gain=2.95331e-08 8.86108e-08 3.46348e-08 7.30237e-08 4.59401e-08 3.71142e-08 7.69497e-08 5.08915e-08 4.20347e-08 3.86626e-08 3.46232e-08 7.71393e-08 6.62289e-08 4.18782e-08 9.19346e-08 1.61544e-07 8.41169e-08 1.4359e-07 7.02087e-08 1.11132e-07 4.16329e-08 2.03895e-07 2.33654e-07 1.1834e-07 1.09661e-07 1.17998e-07 1.81197e-07 1.0818e-07 1.04573e-07 8.83977e-08
threshold=0.068920000000000023 -0.26343999999999995 -0.098399999999999974 -0.084924999999999987 0.087660000000000016 -0.53814999999999991 -0.22699999999999995 0.17980000000000004 0.15021500000000002 0.14654000000000003 0.11402500000000002 0.10940500000000002 0.10508500000000001 -0.22411499999999998 0.090545000000000014 -0.46943999999999991 -0.099524999999999988 -0.07928499999999998 -0.15547999999999998 -0.036839999999999991 0.086325000000000013 0.11411 0.09228500000000002 -0.087749999999999981 -0.096754999999999994 0.098320000000000005 0.083815000000000014 -0.0020949999999999996 -0.086134999999999975 0.062030000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 8 9 10 11 12 13 14 -8 -16 -17 -18 19 -15 29 22 23 -22 -25 27 -27 -26 -28 -20
right_child=-2 2 3 4 -6 6 7 -9 -10 -11 -12 -13 -14 18 15 16 17 -19 20 -21 21 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=5.1789336187842622e-06 -3.8303877136058873e-06 -3.7376188611233375e-06 5.7401609623752849e-06 3.3868443694018424e-06 -3.6971728270466831e-06 -5.798750142908514e-06 5.9332213286563121e-06 3.7984030028123275e-06 4.0449921634717616e-06 -4.2493273765971526e-06 -3.1226250333323457e-06 5.6434757595980045e-06 -5.7840451199808742e-06 8.7055443492274569e-07 -5.8599321832275571e-06 6.2448014997633956e-06 6.7329154785511499e-06 -3.8887899635093557e-06 -6.1037878903594646e-09 -9.5450900904836547e-06 -8.7613009418419095e-06 -1.0932696233112439e-05 9.1634115674226105e-06 -6.513669158688831e-06 -7.094108581681854e-06 9.0787873931828614e-06 -6.5115302857066134e-06 1.5713034553641592e-06 1.70078511849209e-06 3.7920556288944296e-06
leaf_weight=33 20 25 22 32 34 23 37 35 25 22 36 24 20 21 32 35 20 35 2240 20 20 20 23 28 34 28 20 25 69 63
leaf_count=33 20 25 22 32 34 23 37 35 25 22 36 24 20 21 32 35 20 35 2240 20 20 20 23 28 34 28 20 25 69 63
internal_value=0 2.4711e-08 -3.07288e-08 -2.74603e-10 -4.20785e-08 -4.73814e-10 -3.71554e-08 8.04125e-09 -3.77519e-08 -7.32911e-08 -4.1055e-08 -1.63193e-09 -5.0192e-08 -8.79234e-09 1.56686e-06 2.4263e-07 2.41243e-06 -2.63516e-08 -1.04743e-07 -4.21025e-06 -3.9247e-08 -1.22132e-06 -4.34971e-07 -1.42052e-06 -7.00834e-07 2.23935e-07 2.06265e-06 -3.42232e-06 -1.44679e-07 9.77972e-08
internal_weight=0 3101 3068 3043 3021 2987 2955 2932 2897 2872 2850 2814 2790 2770 159 122 90 55 2611 41 2570 267 247 224 204 176 117 59 89 2303
internal_count=3121 3101 3068 3043 3021 2987 2955 2932 2897 2872 2850 2814 2790 2770 159 122 90 55 2611 41 2570 267 247 224 204 176 117 59 89 2303
is_linear=0
shrinkage=0.1


Tree=6261
num_leaves=31
num_cat=0
split_feature=96 34 9 1 121 34 3 9 10 10 48 2 42 133 42 43 13 43 3 133 13 4 49 49 1373 150 147 457 150 133
split_gain=2.99432e-08 3.73404e-08 5.31405e-08 5.89943e-08 1.18139e-07 4.60081e-08 9.52391e-08 7.51389e-08 1.99968e-07 1.07454e-07 2.33809e-07 4.42402e-08 3.66398e-08 1.69076e-07 6.31448e-08 6.65708e-08 7.54503e-08 5.25668e-08 8.97265e-08 6.04975e-08 4.95188e-08 6.76714e-08 4.27921e-08 1.30907e-07 6.05336e-08 1.03251e-07 1.2566e-07 8.83774e-08 1.00125e-07 5.78049e-08
threshold=0.090365000000000015 -0.097449999999999981 -0.090799999999999978 0.16540500000000002 -0.094339999999999993 -0.057544999999999992 -0.012939999999999998 0.091600000000000015 0.094860000000000014 -0.0093599999999999985 0.085790000000000019 -0.0091949999999999983 -0.23037499999999997 0.089595000000000022 -0.16797499999999996 -0.50775499999999985 0.19762500000000002 -0.25681499999999996 -0.11171999999999999 0.017095000000000003 0.11217000000000001 0.058735000000000009 -0.10069499999999999 -0.088694999999999982 -1.0000000180025095e-35 0.12820000000000001 0.097985000000000017 0.10613500000000002 0.116995 0.085815000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 9 -9 10 -7 -11 13 -13 -14 16 -16 18 -17 -20 22 -22 29 -24 -25 26 27 28 -26 -19
right_child=-2 2 3 -5 5 7 -8 8 -10 11 -12 12 14 -15 15 17 -18 20 19 -21 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=3.2733139057329808e-06 -3.763325751259843e-06 -4.2719697752357302e-06 -7.3088961223468445e-06 5.3109911234406313e-06 8.2942463200197372e-06 1.2517292288109837e-05 -1.4648061551270076e-06 -1.1223921310807956e-05 1.8960502564788422e-06 -4.2836228753155105e-06 -2.5904048249003612e-06 8.7022820328760037e-06 -4.8317662444956286e-06 -3.1677012657382875e-06 8.2149744663357059e-06 -6.3492117455358058e-06 2.2289794317118691e-07 4.5608590977685996e-07 -3.3918369899765825e-06 4.2930222553834376e-06 7.285582701011994e-06 -5.5785079563396393e-07 -7.7849325089635563e-06 -5.2587653768072911e-06 1.2913658439578733e-09 5.4825247883961897e-06 -6.9813477204241702e-06 5.4952214715489519e-06 -7.1044634296413282e-06 5.484966894542254e-06
leaf_weight=35 21 29 22 21 20 21 20 21 26 24 20 24 27 24 21 35 27 80 20 21 22 22 22 22 2333 34 26 29 20 32
leaf_count=35 21 29 22 21 20 21 20 21 26 24 20 24 27 24 21 35 27 80 20 21 22 22 22 22 2333 34 26 29 20 32
internal_value=0 2.55082e-08 -1.15793e-08 2.91161e-08 -7.67307e-09 4.59945e-08 3.41472e-06 3.63224e-10 -3.96606e-06 6.4514e-08 5.14768e-06 -8.22946e-09 2.78879e-08 2.76729e-06 -1.9191e-08 2.77864e-08 3.71943e-06 -3.74082e-08 -2.63034e-06 5.4431e-07 3.71803e-08 3.36387e-06 -1.91608e-08 -1.05304e-07 -3.67358e-08 1.03095e-08 -6.6956e-08 8.51592e-09 -5.9106e-08 1.89291e-06
internal_weight=0 3100 3065 3036 3015 2993 40 2953 47 2906 41 2865 2841 48 2793 2766 48 2718 76 41 2642 44 2598 2486 2464 2442 2408 2382 2353 112
internal_count=3121 3100 3065 3036 3015 2993 40 2953 47 2906 41 2865 2841 48 2793 2766 48 2718 76 41 2642 44 2598 2486 2464 2442 2408 2382 2353 112
is_linear=0
shrinkage=0.1


Tree=6262
num_leaves=31
num_cat=0
split_feature=123 123 1211 50 1211 1 133 13 1186 393 1213 1213 394 1176 1176 1183 130 1 9 97 34 2 0 12 106 3 3 1 43 402
split_gain=3.07171e-08 6.4223e-08 2.97282e-08 1.28108e-07 7.99776e-08 7.33244e-08 6.12228e-08 7.161e-08 4.04716e-08 5.71208e-08 4.95463e-08 6.39693e-08 3.29381e-08 3.21642e-08 3.99526e-08 4.27662e-08 3.08864e-08 6.75425e-08 3.59626e-08 7.83504e-08 6.53489e-08 5.33016e-08 1.75733e-07 2.00481e-07 4.67193e-08 3.54231e-08 1.99135e-07 4.40398e-07 1.99259e-07 1.44081e-07
threshold=0.13162000000000004 0.11410500000000003 0.087635000000000005 0.096900000000000014 0.091735000000000011 0.085760000000000017 -0.14794999999999997 -0.070304999999999992 -0.095479999999999982 0.11213000000000002 0.23509000000000002 0.12439000000000001 -0.15150999999999998 0.086510000000000017 1.0000000180025095e-35 -0.073809999999999973 -0.23123999999999997 0.16540500000000002 -0.08619499999999998 -0.083924999999999986 -0.083689999999999987 -0.080614999999999978 -0.080119999999999983 -0.010834999999999999 0.087515000000000009 -0.082594999999999988 -0.083344999999999989 0.090965000000000004 -0.043144999999999996 0.11174500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -4 6 -6 -8 -1 10 11 12 -10 14 15 -14 -17 18 19 -18 24 22 -22 -24 -20 26 29 28 -28 -23
right_child=-2 -3 3 -5 5 -7 7 -9 9 -11 -12 -13 13 -15 -16 16 17 -19 20 -21 21 25 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-3.7379046617994997e-06 -3.9064046745806989e-06 5.4089960346201145e-06 5.6821560553999011e-06 7.2047071140938597e-06 -3.216214835529999e-06 -6.6617538504942789e-06 6.7586997612947713e-06 -1.0273267039169528e-06 -3.5028022555902032e-06 5.0301132344801862e-06 -4.9243724507028853e-06 5.449635868682803e-06 4.2424983249751999e-06 3.9400132095579469e-06 -4.429905207611488e-06 3.6442165971741569e-06 -1.0874691952267314e-06 -5.3993206847735564e-06 -5.9998412195838575e-06 7.387270441086002e-06 1.0096624944046859e-05 1.7197163954811588e-07 5.8168522509906605e-06 -6.3777485751005865e-06 -1.3537931212423164e-08 -4.3859254457981986e-07 4.2044732609269888e-06 -7.3202708487466843e-06 1.5869308191651253e-05 -6.1113838174414453e-06
leaf_weight=30 20 22 20 30 33 20 21 27 28 22 21 21 23 20 21 22 24 24 32 20 22 921 26 28 22 1483 32 21 27 38
leaf_count=30 20 22 20 30 33 20 21 27 28 22 21 21 23 20 21 22 24 24 32 20 22 921 26 28 22 1483 32 21 27 38
internal_value=0 2.52089e-08 -1.32592e-08 1.35503e-06 -9.53072e-08 -1.23936e-06 9.95035e-08 2.37906e-06 -8.38231e-08 -4.59962e-08 -8.4826e-08 -4.92286e-08 -8.99753e-08 -5.592e-08 -8.46058e-08 -5.16035e-08 -8.76226e-08 -1.17807e-07 -7.07902e-08 2.76469e-06 -1.17834e-07 -4.62678e-08 2.56299e-06 -5.06274e-07 -3.56098e-06 -1.24897e-07 3.22851e-07 5.11611e-06 9.54262e-06 -7.70039e-08
internal_weight=0 3101 3079 151 121 101 81 48 2928 2898 2876 2855 2834 2806 2786 2765 2742 2720 2696 44 2652 2598 76 54 54 2522 1039 80 59 959
internal_count=3121 3101 3079 151 121 101 81 48 2928 2898 2876 2855 2834 2806 2786 2765 2742 2720 2696 44 2652 2598 76 54 54 2522 1039 80 59 959
is_linear=0
shrinkage=0.1


Tree=6263
num_leaves=31
num_cat=0
split_feature=1204 1185 1186 1176 394 130 394 1182 1203 128 1201 42 42 130 2 4 133 13 160 42 1209 2 1209 1212 1212 1212 1212 401 1212 402
split_gain=2.82901e-08 3.18147e-08 3.48214e-08 3.68186e-08 3.251e-08 6.07776e-08 3.35432e-08 3.02755e-08 2.66762e-08 3.49868e-08 4.84472e-08 3.03964e-08 1.11818e-07 9.83538e-08 1.33888e-07 1.68296e-07 1.31139e-07 1.11929e-07 7.24373e-08 5.29548e-08 3.85175e-08 2.11598e-07 4.27448e-08 3.29388e-08 3.17753e-07 2.42203e-07 1.12739e-07 4.91996e-08 1.73496e-07 1.20997e-07
threshold=0.053645000000000005 -0.10973499999999999 -0.092084999999999986 0.088135000000000005 -0.099329999999999988 0.0032450000000000001 -0.087044999999999997 0.084455000000000016 -1.0000000180025095e-35 0.11787500000000002 -0.081779999999999978 -0.095859999999999987 -0.10071499999999999 0.086750000000000008 0.10912000000000001 -0.016304999999999997 0.048520000000000008 0.10443000000000001 0.60040000000000016 -0.093284999999999993 -0.087714999999999987 0.084245000000000014 -0.065739999999999979 -0.089544999999999986 -0.070754999999999985 -0.105665 -0.009474999999999999 -0.078179999999999986 0.11796000000000001 -0.43418999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 8 -8 10 -10 12 13 17 15 16 -15 -12 19 -13 21 -21 -22 25 -25 -24 -26 28 -28 -29
right_child=-2 2 3 -5 6 -7 7 -9 9 -11 11 18 -14 14 -16 -17 -18 -19 -20 20 22 -23 23 24 26 -27 27 29 -30 -31
leaf_value=-4.005136415798916e-06 3.0560410588501933e-06 3.4449946003311699e-06 -5.6215487880951428e-06 4.2398283042643927e-06 3.0571573539158899e-06 1.0368114623396162e-06 3.2910623266009987e-06 -3.7527502668539952e-06 4.654166104955948e-06 -3.3980858723504257e-06 8.0812846785452814e-06 -4.2024807498819429e-06 7.8767657958616674e-06 -5.3610421091434545e-06 4.3253718373576973e-06 -1.0560987815551926e-05 5.2249941084234955e-06 -4.5656172420733044e-07 -5.7303872653313238e-06 1.0645310703694122e-05 -3.4270287367115471e-06 -2.7249595114912596e-06 -6.9427385619192358e-07 -1.2369484288466906e-05 6.4105459050215026e-06 1.1579208223793104e-05 8.4187352336407963e-06 -7.5353912755169651e-06 -3.5445404591882836e-06 -8.3707617702956069e-08
leaf_weight=20 30 29 29 20 35 26 24 22 22 31 28 31 22 25 27 25 22 34 23 20 38 29 82 21 27 20 27 22 22 2288
leaf_count=20 30 29 29 20 35 26 24 22 22 31 28 31 22 25 27 25 22 34 23 20 38 29 82 21 27 20 27 22 22 2288
internal_value=0 -2.96615e-08 -3.77107e-09 -3.66488e-08 -6.49511e-08 -2.47396e-06 -2.02948e-08 -5.70311e-08 -2.90909e-08 -5.67013e-08 -2.04201e-08 -5.67212e-08 1.18976e-06 2.76006e-07 -1.67996e-06 -3.93196e-06 -4.05876e-07 3.39924e-06 -1.42799e-07 -9.38782e-08 -4.48155e-08 2.73229e-06 -9.82424e-08 -4.78264e-08 -1.22414e-07 1.71229e-06 -1.46232e-08 -8.81626e-08 3.04747e-06 -1.54676e-07
internal_weight=0 3091 3071 3042 3022 55 2967 2932 2910 2886 2855 2833 183 161 99 72 47 62 2650 2627 2596 49 2547 2509 2407 102 2386 2359 49 2310
internal_count=3121 3091 3071 3042 3022 55 2967 2932 2910 2886 2855 2833 183 161 99 72 47 62 2650 2627 2596 49 2547 2509 2407 102 2386 2359 49 2310
is_linear=0
shrinkage=0.1


Tree=6264
num_leaves=31
num_cat=0
split_feature=123 123 47 2 47 0 47 133 16 2 16 160 52 1 2 1 120 2 12 133 9 3 10 9 132 1 1185 132 131 131
split_gain=2.44763e-08 5.2205e-08 2.74656e-08 2.70371e-07 9.11189e-08 6.26021e-08 4.75742e-08 6.12538e-08 3.86967e-08 1.18477e-07 1.06864e-07 5.68271e-08 1.42864e-07 1.34198e-07 6.37911e-08 3.50463e-08 1.53308e-07 6.81457e-08 5.08427e-08 2.07732e-07 1.05256e-07 1.32843e-07 5.27201e-08 8.7813e-08 5.18756e-08 9.32059e-07 4.11034e-07 2.08468e-07 4.25375e-08 4.94169e-08
threshold=0.13162000000000004 0.11410500000000003 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.026509999999999995 0.13975500000000002 0.10466000000000002 -0.065229999999999996 0.10402500000000002 -0.13088499999999997 -0.016279999999999996 -0.43320999999999993 0.11654500000000001 0.085235000000000019 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.12757000000000002 0.017095000000000003 0.08925000000000001 -0.13927999999999999 -0.084119999999999986 1.0000000180025095e-35 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 -0.084999999999999978 0.13695500000000002 0.12193000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 15 6 7 8 9 10 -5 13 -13 14 -10 16 17 18 20 -20 22 -22 -1 24 25 27 -26 -24 29 -28
right_child=-2 -3 3 5 -6 -7 -8 -9 11 -11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 21 -23 23 -25 26 -27 28 -29 -30 -31
leaf_value=3.9185935416780391e-06 -3.4870933154707022e-06 4.8764670788676252e-06 -1.2144770514623816e-05 6.5725102599985394e-07 6.5004637111666275e-06 -5.4131049098703533e-06 4.7115199570477921e-06 -5.0591107261109009e-06 -5.4978520975882107e-06 -2.4855914804133e-06 8.9778820693184032e-06 1.871121968467894e-06 -6.8031852507397757e-06 8.008593769253431e-06 2.3054474695527463e-06 4.1083822344219139e-06 -8.3064267280199359e-06 5.7496710680771646e-06 -9.3102349171448195e-06 2.6876012300143033e-06 -1.1751861809340303e-06 9.2087899637200677e-06 3.7252557471371499e-07 -6.6454894113121553e-06 -1.4391814620466902e-05 2.0913445105592972e-05 8.631000433652685e-09 -1.0354238180471363e-05 4.3821756497147199e-06 -4.8647488386320353e-06
leaf_weight=34 20 22 20 33 22 21 22 23 22 39 29 37 39 21 20 21 22 21 27 31 22 28 132 20 20 22 2267 21 22 21
leaf_count=34 20 22 20 33 22 21 22 23 22 39 29 37 39 21 20 21 22 21 27 31 22 28 132 20 20 22 2267 21 22 21
internal_value=0 2.24797e-08 -1.22029e-08 -8.80132e-07 9.0574e-08 -1.43881e-07 2.44378e-07 -1.293e-07 3.43141e-07 1.83277e-06 4.54916e-06 -7.39252e-07 -2.58017e-06 1.48153e-06 -1.782e-06 3.89381e-08 7.40366e-09 7.54484e-08 3.07695e-08 -2.8976e-06 9.58693e-08 4.63984e-06 7.08514e-09 -4.55847e-08 7.10918e-09 1.6676e-06 -1.17606e-07 -1.09978e-06 5.98035e-09 -3.60984e-08
internal_weight=0 3101 3079 326 2753 306 285 263 240 101 62 139 76 63 42 2731 2710 2688 2667 58 2609 50 2559 2525 2505 175 2330 153 2310 2288
internal_count=3121 3101 3079 326 2753 306 285 263 240 101 62 139 76 63 42 2731 2710 2688 2667 58 2609 50 2559 2525 2505 175 2330 153 2310 2288
is_linear=0
shrinkage=0.1


Tree=6265
num_leaves=31
num_cat=0
split_feature=132 1185 403 132 15 12 0 1 130 12 1429 156 474 1 10 33 479 481 479 480 42 153 1 1 50 12 1 51 475 1
split_gain=2.80339e-08 1.8154e-07 7.57002e-08 3.36645e-07 1.04111e-07 5.21859e-08 4.8416e-08 4.62483e-08 6.42542e-08 5.73898e-08 2.83716e-08 8.48286e-08 6.21846e-08 2.63917e-08 8.48853e-07 5.07044e-07 2.38467e-07 3.42151e-07 1.15022e-07 3.63403e-07 3.32121e-07 9.75181e-08 9.40084e-08 2.07486e-07 9.09014e-08 9.2798e-08 2.91157e-07 1.90846e-07 1.61729e-07 4.40438e-07
threshold=-0.083174999999999985 -0.083264999999999992 -0.074254999999999988 -0.1075 0.08517000000000001 0.086305000000000007 -0.087084999999999982 0.09202500000000001 0.09364500000000002 0.11351500000000002 -0.23587499999999997 0.3248100000000001 0.11787500000000002 0.09253500000000002 -0.0026549999999999994 -1.0000000180025095e-35 0.093525000000000011 -0.078899999999999984 0.093525000000000011 0.10272000000000002 0.089905000000000013 1.0000000180025095e-35 0.091900000000000023 0.091450000000000017 0.13276000000000002 0.051320000000000005 0.087325000000000014 0.086685000000000012 -0.024084999999999999 0.079415000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 7 5 -1 -7 8 -4 -10 -3 12 13 14 -12 -15 17 -17 19 21 -20 22 23 24 25 26 27 28 -16 -30
right_child=1 10 3 -5 -6 6 -8 -9 9 -11 11 -13 -14 15 18 16 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=3.6392963181697272e-06 9.3469048200252775e-06 3.5134576493241505e-06 5.3851675365497918e-06 -1.3074999887066953e-05 7.2767140577092332e-06 2.9077951315533329e-07 -5.8075075932482956e-06 -3.7855195103020378e-06 1.8142165227885698e-06 -4.9135464109895116e-06 -2.0215673807147792e-05 -6.5026285551539336e-06 5.5892726049933123e-06 1.5789834703485083e-05 -4.9791736829421206e-06 -1.2779726165761183e-05 1.0874925156940663e-05 1.362176627699269e-07 3.562093471650176e-06 1.3206913800310023e-05 -1.3432044288888193e-05 -6.7993183620274072e-06 6.8725903702215877e-06 -1.0149443779923217e-05 5.2928378590705152e-06 -2.6283011193820181e-07 1.0626956993126606e-05 -7.725785531874863e-06 -1.2929655213156366e-07 1.5513203635464379e-05
leaf_weight=20 21 23 24 25 21 30 23 26 32 21 21 20 20 21 27 21 20 879 23 21 23 21 20 20 33 1511 33 25 72 24
leaf_count=20 21 23 24 25 21 30 23 26 32 21 21 20 20 21 27 21 20 879 23 21 23 21 20 20 33 1511 33 25 72 24
internal_value=0 8.29252e-08 -1.08305e-06 -2.6655e-06 1.07178e-06 -7.13197e-07 -2.35565e-06 -1.38923e-07 1.0924e-06 -8.51501e-07 1.53284e-08 -1.28527e-08 3.29306e-08 -6.54612e-09 -2.23518e-07 4.25554e-07 7.48474e-08 -1.65154e-07 3.05219e-09 1.28757e-07 -4.93498e-06 -2.50171e-08 5.55836e-08 -2.25483e-08 9.4865e-08 -6.5139e-09 2.13323e-06 2.3936e-07 1.85829e-06 3.78133e-06
internal_weight=0 2899 222 128 94 73 53 103 77 53 2878 2855 2835 2815 1874 941 920 900 1853 1807 46 1786 1765 1745 1725 1692 181 148 123 96
internal_count=3121 2899 222 128 94 73 53 103 77 53 2878 2855 2835 2815 1874 941 920 900 1853 1807 46 1786 1765 1745 1725 1692 181 148 123 96
is_linear=0
shrinkage=0.1


Tree=6266
num_leaves=31
num_cat=0
split_feature=1204 132 1203 132 133 1204 43 51 3 52 4 52 43 1212 13 1210 1212 394 1184 394 1212 43 16 16 1212 41 33 130 43 130
split_gain=2.64661e-08 2.74716e-08 9.7098e-08 7.93675e-08 3.56507e-08 4.72363e-08 3.76588e-08 1.25646e-07 7.28884e-08 1.02937e-07 1.43579e-07 6.13511e-08 4.83953e-08 1.54611e-07 2.3846e-07 9.61587e-08 4.92138e-08 3.91161e-08 6.5962e-08 6.22825e-08 4.42064e-08 1.44587e-07 3.12903e-07 2.41097e-07 7.00739e-08 4.6043e-08 9.54489e-08 4.25532e-08 7.43733e-08 4.83722e-08
threshold=0.053645000000000005 -0.083174999999999985 0.089005000000000015 -0.050879999999999988 -0.50375999999999987 -0.036244999999999993 0.084740000000000024 0.081440000000000026 -0.080484999999999987 -1.0000000180025095e-35 0.16173500000000005 0.0031350000000000002 0.055925000000000009 0.055770000000000007 -0.079299999999999995 0.15724500000000002 0.13183500000000004 -0.11103499999999998 0.088135000000000019 -0.09139499999999999 -0.09083999999999999 -0.0047449999999999992 -0.081299999999999983 -0.088394999999999987 -0.070754999999999985 0.088520000000000015 -0.0066799999999999993 0.10034000000000003 -0.097804999999999989 0.096505000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 12 8 11 -10 -11 -8 15 14 -14 16 17 -6 19 -19 21 22 -21 -23 -22 26 -26 29 -29 -28
right_child=-2 3 -4 4 6 -7 7 -9 9 10 -12 -13 13 -15 -16 -17 -18 18 -20 20 24 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-4.3012878826725853e-07 2.9558863013789961e-06 6.3280068911808491e-06 -7.7687175144092182e-06 -1.0028007886830894e-06 4.0103422236370534e-06 5.3602348105284493e-06 -8.6582201454861684e-07 -8.9211526187682463e-06 3.1174951179589423e-06 -8.612680534901706e-06 5.9336516144981033e-07 5.5331042733149812e-06 1.3442389662605306e-05 -2.710607883374097e-06 -9.1463113183939044e-08 -5.7510636565893953e-06 4.1359862922851381e-06 5.5590970896446384e-06 -5.626982757738526e-06 -1.5483521336818741e-05 4.5469938627588016e-06 1.0089257923482366e-05 4.6119281051915098e-07 -5.4380340664295092e-06 5.6325295152722299e-06 -3.6255375510206386e-06 -6.5193355436413435e-08 -6.0302577229308418e-07 6.4739119739830064e-06 -4.3242988256140427e-06
leaf_weight=183 30 20 20 20 24 28 31 20 26 36 32 29 23 36 30 29 29 20 21 20 34 20 32 20 30 35 2156 33 27 27
leaf_count=183 30 20 20 20 24 28 31 20 26 36 32 29 23 36 30 29 29 20 21 20 34 20 32 20 30 35 2156 33 27 27
internal_value=0 -2.86847e-08 -1.15314e-06 5.03544e-08 6.57722e-09 2.70897e-06 -3.9421e-08 -1.46447e-06 -4.96068e-07 -2.23419e-06 -4.28042e-06 2.22699e-06 5.42896e-08 2.34662e-06 5.78172e-06 -2.54982e-08 4.01828e-08 -7.34757e-09 -4.6307e-08 1.44941e-09 -4.42174e-08 -2.19443e-06 -5.67139e-06 2.32561e-06 4.02488e-08 -2.61417e-08 2.92823e-08 -4.56608e-08 2.5816e-06 -1.17871e-07
internal_weight=0 3091 203 2888 2868 48 2820 174 154 94 68 60 2646 89 53 2557 2528 2499 2475 2454 2434 92 52 40 2342 2308 2273 2243 60 2183
internal_count=3121 3091 203 2888 2868 48 2820 174 154 94 68 60 2646 89 53 2557 2528 2499 2475 2454 2434 92 52 40 2342 2308 2273 2243 60 2183
is_linear=0
shrinkage=0.1


Tree=6267
num_leaves=31
num_cat=0
split_feature=132 1211 1185 15 1 15 49 16 42 0 12 402 1210 457 456 457 148 12 391 16 12 16 16 1453 4 50 3 12 157 1447
split_gain=2.77998e-08 7.65242e-07 4.01251e-07 6.7909e-08 5.04659e-08 4.3505e-08 3.08315e-08 9.56514e-08 5.25585e-08 7.81636e-08 2.80759e-08 3.42194e-07 2.56075e-07 1.91138e-07 1.35985e-07 9.01061e-08 7.99779e-08 7.51155e-08 1.28841e-07 9.107e-08 1.00798e-07 2.24724e-07 1.80306e-07 1.3927e-07 1.98806e-07 1.33039e-07 1.11511e-07 3.40633e-07 1.20988e-07 1.16666e-07
threshold=-0.083284999999999984 0.085535000000000014 -0.083264999999999992 0.092400000000000024 0.089625000000000024 0.08517000000000001 0.10211000000000002 -0.095094999999999985 -0.015274999999999999 -0.082284999999999983 0.088245000000000004 0.27918000000000004 -0.097479999999999983 -0.085584999999999981 -0.089384999999999978 -0.076219999999999982 -0.08224999999999999 0.088365000000000013 -0.079769999999999994 -0.5224049999999999 0.089085000000000011 -0.0064149999999999997 -0.088159999999999988 -0.044999999999999991 -0.010655 -0.46943999999999991 -0.12018999999999998 0.09202500000000001 -0.04831499999999999 -0.082804999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 -1 9 -9 12 13 -4 -12 -14 -15 -17 -18 -19 -20 21 22 -21 24 -22 -25 27 -27 -29 -28
right_child=2 -3 10 -5 -6 -7 -8 8 -10 -11 11 -13 14 15 -16 16 17 18 19 20 23 -23 -24 25 -26 26 29 28 -30 -31
leaf_value=-6.7235534862404518e-06 -1.3535755285622807e-05 1.973257146346441e-05 -1.1504730682645459e-05 -5.6610583833389684e-06 -3.4812230861851799e-06 5.0826369185585917e-06 3.2444002476002731e-06 6.6178909194674753e-06 -2.4926195054929071e-06 -1.6974397385638442e-06 9.1961812180987035e-06 1.3345710758585483e-05 -8.1103846154985078e-06 -6.071651406121722e-06 -8.9187887941899223e-09 5.9566558814802427e-06 -5.6562145998569859e-06 6.5835348353478671e-06 5.3824235866765482e-06 -6.4064599801635532e-06 -1.7917684340318374e-06 -1.2498008020754372e-05 4.5037716573102504e-06 -7.5324947014602621e-06 1.1707822409334767e-05 1.4022165364673874e-05 -7.3154045177640615e-06 -5.1346402760200678e-06 2.2539238052389764e-06 -2.3943474479359848e-07
leaf_weight=21 22 20 20 25 35 20 24 26 28 20 23 20 21 24 1547 23 23 30 30 28 20 21 33 24 24 22 24 29 94 800
leaf_count=21 22 20 20 25 35 20 24 26 28 20 23 20 21 24 1547 23 23 30 30 28 20 21 33 24 24 22 24 29 94 800
internal_value=0 1.08643e-06 -8.19809e-08 -7.8755e-07 -8.73337e-08 7.67243e-07 4.19664e-08 -7.67069e-07 9.23284e-07 3.00253e-06 2.07909e-08 3.66941e-07 -2.60838e-07 1.62872e-07 -1.17421e-07 -3.47351e-09 1.15413e-07 3.64237e-09 1.14055e-07 -5.48607e-08 -2.00632e-07 -3.57579e-06 -5.04204e-07 6.62554e-08 5.57164e-06 -1.77689e-07 4.47307e-09 2.56174e-06 5.11905e-07 -4.45531e-07
internal_weight=0 219 2902 199 174 139 119 95 74 46 2880 1292 1588 1272 1568 1249 1225 1202 1179 1149 1119 82 61 1037 44 993 969 145 123 824
internal_count=3121 219 2902 199 174 139 119 95 74 46 2880 1292 1588 1272 1568 1249 1225 1202 1179 1149 1119 82 61 1037 44 993 969 145 123 824
is_linear=0
shrinkage=0.1


Tree=6268
num_leaves=31
num_cat=0
split_feature=33 47 47 47 2 376 393 1456 159 43 15 47 0 457 2 12 12 42 12 457 1213 1213 403 1210 4 1210 484 4 1456 1447
split_gain=2.74429e-08 3.58111e-08 3.56338e-07 2.54894e-07 5.00421e-08 4.5346e-08 4.45751e-08 3.58429e-08 1.36957e-07 4.31404e-08 5.60963e-08 4.74751e-08 3.35471e-08 3.71383e-08 7.13166e-08 5.15679e-08 2.41593e-07 2.23707e-07 1.75671e-07 1.74977e-07 1.10882e-07 2.06428e-07 1.44798e-07 9.71901e-08 2.49348e-07 9.98208e-08 7.88858e-08 3.6201e-07 3.09687e-07 2.20971e-07
threshold=-0.009184999999999997 0.094160000000000008 0.096475000000000019 0.090100000000000013 0.14445500000000003 0.049360000000000008 0.12069000000000002 -0.077604999999999993 0.085035000000000013 -0.084569999999999992 -0.099734999999999976 0.10350500000000001 -0.24955499999999997 -0.11701499999999999 0.10467500000000002 0.085355000000000014 0.085635000000000003 0.085010000000000016 0.085250000000000006 -0.08798499999999998 -0.087049999999999975 -0.013534999999999998 -0.0038999999999999994 -0.12043 -0.079329999999999984 -0.083289999999999989 -0.081614999999999979 -0.085594999999999991 0.089630000000000015 -0.085644999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 7 12 -4 9 10 -9 -11 -2 14 -14 18 17 -17 19 -15 22 -22 -21 24 -18 -25 27 -23 -28 -29
right_child=1 2 4 -5 -6 -7 -8 8 -10 11 -12 -13 13 15 -16 16 23 -19 -20 20 21 26 -24 25 -26 -27 28 29 -30 -31
leaf_value=-2.9605077279190867e-06 3.4270092653189621e-06 1.362257081772051e-05 -3.434278867644025e-06 -8.3305844250881406e-06 -4.3340662950472703e-06 5.106708890423306e-06 3.9251357528538109e-06 2.9168775048068106e-07 8.2525272557090619e-06 4.2841487466548325e-06 -6.1221504474815458e-06 -2.0014642554603535e-07 -1.1360535002798619e-06 -9.7344390616171944e-06 7.2077234563039383e-06 7.6858067359353295e-08 -9.4793607358416719e-06 1.4689814764262173e-05 -9.9460162743980628e-06 8.4373736882525922e-06 -7.9717064326227199e-06 -1.4210017413709219e-05 -1.8379347087223625e-06 6.7377572814502459e-06 3.8335225355605003e-06 1.0024175339713123e-07 -2.3652494116037932e-07 9.0831821450722465e-06 1.2078757758683338e-05 -2.9452602770366606e-06
leaf_weight=31 28 21 25 37 23 20 29 30 21 29 25 127 21 20 20 20 34 22 20 32 36 22 24 23 24 1521 738 21 21 56
leaf_count=31 28 21 25 37 23 20 29 30 21 29 25 127 21 20 20 20 34 22 20 32 36 22 24 23 24 1521 738 21 21 56
internal_value=0 2.97026e-08 1.02956e-06 -8.62074e-08 1.48051e-07 5.20213e-07 2.54478e-08 1.63287e-07 5.50955e-07 -2.15552e-07 -2.62369e-06 6.33473e-07 -1.63913e-08 -5.24343e-08 2.93408e-06 -9.89215e-08 2.44438e-07 7.73126e-06 -6.69106e-07 -4.77829e-07 -2.82953e-07 -5.53346e-07 4.03367e-06 4.81538e-08 -3.97058e-06 1.99117e-07 -2.42086e-07 -2.89705e-06 1.04214e-07 3.35224e-07
internal_weight=0 3090 321 2769 300 277 2732 257 232 211 55 156 2703 2675 41 2634 1644 42 990 970 950 894 56 1602 58 1544 858 99 759 77
internal_count=3121 3090 321 2769 300 277 2732 257 232 211 55 156 2703 2675 41 2634 1644 42 990 970 950 894 56 1602 58 1544 858 99 759 77
is_linear=0
shrinkage=0.1


Tree=6269
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 1213 40 130 12 0 1429 156 1429 483 158 42 158 158 2 2 48 150 130 131 52 160 1 13 2 13 16
split_gain=2.67074e-08 1.92426e-07 7.28503e-08 6.06379e-08 3.74796e-08 2.64149e-08 8.4241e-08 5.07725e-08 8.19075e-08 3.51085e-08 6.86729e-08 5.57845e-08 3.18764e-08 4.56819e-08 6.32189e-08 4.90824e-08 7.27797e-08 3.14356e-08 2.58602e-07 1.59432e-07 3.06838e-07 9.72365e-08 9.00624e-08 1.16135e-07 1.06822e-07 9.36962e-08 1.69165e-07 1.00725e-07 1.01109e-07 8.67043e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 0.086260000000000017 -0.24620999999999996 -0.22699999999999995 0.13043000000000002 -0.040504999999999992 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 -0.47181499999999993 0.12212000000000002 0.093505000000000019 0.11651000000000002 0.11054500000000002 0.11411 0.11510000000000002 -0.072824999999999987 0.11235000000000002 0.091705000000000023 0.096290000000000014 -0.23375999999999997 1.0000000180025095e-35 0.111945 -0.064619999999999983 0.14753000000000002 -0.11122999999999998 0.63636000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -3 -7 9 -9 -8 11 -11 -13 15 -15 16 17 29 -19 -20 21 22 23 -21 25 26 -25 -27 -29 -14
right_child=1 5 -4 -5 -6 6 7 8 -10 10 -12 12 13 14 -16 -17 -18 18 19 20 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-3.9682639194743867e-07 9.6186394373598022e-06 3.6329000431578605e-06 -6.6614936323665978e-06 -5.0800911698161149e-06 3.8554965423524361e-06 -6.1781382142230129e-06 3.957903986288743e-06 7.9382553546262609e-06 -4.5855768101651286e-07 5.0050880676363621e-06 -5.8912636768582161e-06 3.3059739994964079e-06 6.2567964155975502e-08 3.4138187006957117e-07 -7.4268439209390638e-06 4.3761852394936797e-06 -5.0576748216026943e-06 -1.1138329929725961e-05 -8.8731963347754566e-06 -7.4943471721174623e-06 1.1213284991621701e-05 5.2172072847261685e-06 4.3258605143949224e-06 -1.8641348173399888e-07 6.1045847542118289e-06 1.3813525821826482e-06 -1.2153388299685459e-05 -1.2514481947315896e-07 -8.9378367281666296e-06 6.518716691061855e-06
leaf_weight=152 21 20 21 25 24 22 22 21 26 22 20 28 2200 22 20 25 29 23 20 30 24 27 28 27 20 107 21 30 23 21
leaf_count=152 21 20 21 25 24 22 22 21 26 22 20 28 2200 22 20 25 29 23 20 30 24 27 28 27 20 107 21 30 23 21
internal_value=0 8.0937e-08 -1.05711e-06 -4.71582e-07 1.83036e-07 1.13429e-08 -1.40004e-08 3.38173e-08 3.29321e-06 -2.11097e-08 -5.27462e-08 -1.02379e-08 -5.07286e-08 -8.55776e-08 -3.35777e-06 -3.3814e-08 -7.57342e-08 -2.01877e-08 -8.6066e-07 -1.98513e-07 3.16305e-07 -5.19247e-07 -1.0608e-06 -1.6454e-06 -8.758e-07 -1.54699e-06 -5.42196e-06 -3.84499e-07 -3.94952e-06 1.23612e-07
internal_weight=0 2899 222 201 176 2878 2858 2836 47 2789 2767 2747 2725 2697 42 2655 2630 2601 380 357 337 313 286 258 228 208 48 160 53 2221
internal_count=3121 2899 222 201 176 2878 2858 2836 47 2789 2767 2747 2725 2697 42 2655 2630 2601 380 357 337 313 286 258 228 208 48 160 53 2221
is_linear=0
shrinkage=0.1


Tree=6270
num_leaves=31
num_cat=0
split_feature=156 1426 130 4 484 15 2 147 147 147 13 133 133 51 49 13 13 150 42 4 4 16 52 158 483 157 1375 0 16 15
split_gain=3.31251e-08 4.1164e-08 2.67276e-08 5.08735e-08 2.4361e-07 2.71079e-08 5.44915e-08 3.71381e-08 7.67495e-08 5.88687e-08 3.17678e-08 2.20645e-07 1.23091e-07 1.05026e-07 1.57499e-07 1.41843e-07 3.20404e-07 2.19906e-07 3.51191e-07 1.7842e-07 3.43474e-07 3.00271e-07 2.63309e-07 1.76219e-07 1.64356e-07 5.52733e-07 2.73981e-07 1.88153e-07 3.31128e-07 3.61071e-07
threshold=0.32523500000000005 -0.085619999999999988 -0.23123999999999997 0.62931500000000018 0.095930000000000015 0.17980000000000004 0.10381000000000001 0.10735000000000001 0.099230000000000013 0.093875000000000014 -0.084034999999999985 0.11524500000000001 0.10466000000000002 -0.085734999999999992 0.085970000000000005 -0.085804999999999979 -0.085384999999999975 0.10874500000000002 0.087550000000000017 -0.081714999999999996 -0.080744999999999997 -0.087989999999999985 0.087555000000000008 0.080150000000000013 0.087520000000000014 -0.082009999999999986 0.060690000000000008 -0.083804999999999977 -0.082179999999999989 0.089295000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 7 -7 8 9 10 11 12 13 14 -4 17 -17 19 -19 21 -21 -15 -23 24 25 -22 27 -27 29 -29
right_child=-2 2 3 4 -6 6 -8 -9 -10 -11 -12 -13 -14 15 -16 16 -18 18 -20 20 23 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-4.1522185843708339e-06 3.9582396528290012e-06 3.4015106828756753e-06 -3.5557955394930715e-08 -1.141762007023317e-05 4.003470634134352e-06 6.1834791917395451e-06 -7.9170137041728599e-07 -4.199963852410552e-06 6.1940044719221988e-06 -5.1752467966666293e-06 2.3117900395135325e-07 -1.0874173076445006e-05 6.9684249998989914e-06 1.0010109350006156e-05 1.002875322070474e-05 -1.2173201731885083e-05 -6.475994704410971e-07 1.6340250831490269e-05 -2.3998371807465448e-06 -1.1653284726039161e-05 -1.8396245995973006e-05 -6.9673350888960529e-06 6.886399498161272e-06 4.7041334251109503e-06 3.7726450841546468e-06 -3.5612666477748335e-06 1.00666256275872e-05 -1.0378653727953365e-07 -5.799285575319248e-06 1.6218064470392522e-05
leaf_weight=24 21 23 48 20 21 21 24 21 20 22 2047 20 23 39 23 34 83 20 20 31 20 34 23 52 52 224 20 33 35 23
leaf_count=24 21 23 48 20 21 21 24 21 20 22 2047 20 23 39 23 34 83 20 20 31 20 34 23 52 52 224 20 33 35 23
internal_value=0 -2.6823e-08 5.36473e-09 -2.02204e-08 -3.51901e-06 2.74059e-08 2.46338e-06 -9.54012e-09 2.03305e-08 -2.18682e-08 1.71725e-08 -4.93996e-07 -2.45963e-07 -4.49809e-07 3.22471e-06 -8.00941e-07 -3.99692e-06 -2.0361e-07 6.97021e-06 -6.9329e-07 -1.46563e-06 3.24888e-06 -1.37723e-06 -7.77578e-07 -1.47794e-06 -2.24704e-06 -1.28291e-06 -2.00352e-06 1.83094e-06 6.59983e-06
internal_weight=0 3100 3076 3053 41 3012 45 2967 2946 2926 2904 857 837 814 71 743 117 626 40 586 490 96 57 459 407 355 335 315 91 56
internal_count=3121 3100 3076 3053 41 3012 45 2967 2946 2926 2904 857 837 814 71 743 117 626 40 586 490 96 57 459 407 355 335 315 91 56
is_linear=0
shrinkage=0.1


Tree=6271
num_leaves=31
num_cat=0
split_feature=156 1425 52 3 12 475 475 484 151 2 0 15 43 43 132 1211 43 3 1447 484 43 15 1213 12 43 4 1455 160 133 133
split_gain=2.68312e-08 3.86684e-08 4.28554e-08 9.33308e-08 3.93282e-08 3.02416e-08 3.11428e-07 2.18293e-07 9.35223e-08 8.49311e-08 1.42138e-07 4.12246e-08 2.77996e-08 6.98457e-07 6.1802e-07 8.09867e-07 1.59276e-07 7.26983e-07 1.40124e-07 3.17007e-07 1.8506e-07 4.21741e-07 1.43487e-07 3.8352e-07 3.16802e-07 1.08635e-07 1.05937e-07 1.2388e-07 9.71671e-08 3.7464e-07
threshold=0.32523500000000005 0.10129000000000002 -0.55692499999999978 -0.086274999999999977 0.095110000000000014 -0.086279999999999982 -0.085684999999999997 0.085790000000000019 -0.52488999999999986 0.08708500000000001 -0.080119999999999983 -0.045854999999999993 -0.011694999999999999 -0.010739999999999998 -0.083284999999999984 0.086285000000000014 -0.014584999999999999 -0.087429999999999994 -0.086279999999999982 -0.080549999999999983 -0.025214999999999998 0.087685000000000013 0.04198000000000001 0.090345000000000023 -0.032879999999999993 -0.50940999999999981 0.088555000000000009 -0.4909099999999999 0.091935000000000003 0.090445000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 9 -8 10 -4 -11 14 -14 -10 16 18 -18 19 -16 22 -22 24 -24 28 -15 27 -27 29 -20
right_child=-2 -3 5 -5 -6 6 8 -9 12 11 -12 -13 13 25 15 -17 17 -19 20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.9371896866668981e-06 3.5624158304666965e-06 -3.941096336347982e-06 9.6762191517319452e-06 6.444011546591355e-06 2.3340305870078737e-06 1.2148557312857953e-05 -5.5366131545592769e-06 -1.0368153676688013e-05 1.2864736639752856e-05 1.3244928926393517e-06 -1.9586078494848198e-06 -4.1997165577153545e-06 -1.8902179799624723e-05 -6.7274191186091533e-06 -1.4228592285483254e-05 -2.0036613534557546e-05 -7.7560899162563151e-06 1.4571080771150136e-05 1.0542513323993522e-07 1.364954917448813e-06 1.6538499275239621e-05 -1.9634455642046434e-06 -1.504407189362279e-05 3.2350865183161662e-06 1.2073951521332757e-05 7.8541930504018512e-06 -4.8685832509710016e-06 1.0422146973816752e-07 -1.410372425847162e-06 1.0378477893605246e-05
leaf_weight=20 21 25 21 32 20 21 31 23 38 22 21 35 20 24 22 20 25 35 875 32 22 28 22 24 22 21 42 1156 364 37
leaf_count=20 21 25 21 32 20 21 31 23 38 22 21 35 20 24 22 20 25 35 875 32 22 28 22 24 22 21 42 1156 364 37
internal_value=0 -2.41299e-08 7.71536e-09 2.41868e-06 -8.0158e-07 -5.00901e-08 1.52129e-08 -1.5922e-06 -7.3878e-08 4.46653e-07 3.85881e-06 -2.06757e-06 -1.40177e-08 -3.63075e-07 2.67502e-07 -4.57802e-08 2.1935e-07 5.26809e-06 1.01482e-08 -4.98797e-06 2.03763e-07 6.17741e-06 -1.84713e-08 -5.50712e-06 1.76042e-07 -6.47791e-08 6.63967e-08 2.42496e-07 -2.90947e-08 5.22205e-07
internal_weight=0 3100 3075 72 40 3003 2881 122 2860 99 42 57 2829 1263 1566 1528 1508 60 1448 54 1394 50 1344 46 1298 1243 1219 1177 1276 912
internal_count=3121 3100 3075 72 40 3003 2881 122 2860 99 42 57 2829 1263 1566 1528 1508 60 1448 54 1394 50 1344 46 1298 1243 1219 1177 1276 912
is_linear=0
shrinkage=0.1


Tree=6272
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1208 403 1213 2 402 1210 1209 43 1209 1210 1210 1210 3 401 1 0 133 3 12 12 160 1429 11 12 403 52
split_gain=2.97793e-08 1.62237e-07 6.81121e-08 2.97905e-08 4.91205e-08 6.13568e-08 2.3626e-07 7.25913e-07 4.34347e-08 6.98432e-08 2.68203e-08 3.04603e-07 7.48383e-08 4.18538e-08 4.4477e-08 4.13393e-08 3.3516e-08 1.02247e-07 9.68961e-08 9.37161e-08 1.63983e-07 9.68068e-08 8.19215e-08 3.78329e-07 1.37639e-07 1.01332e-07 1.00026e-07 1.1359e-07 9.98245e-08 1.82065e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11846000000000001 0.10480500000000002 -0.5335399999999999 0.04198000000000001 0.083935000000000023 0.23460000000000003 -0.094799999999999982 -0.084629999999999997 -0.0047449999999999992 -0.065739999999999979 -0.081369999999999984 -0.064344999999999999 -1.0000000180025095e-35 -0.094299999999999981 0.085900000000000018 0.12958500000000003 0.10455500000000001 0.086910000000000015 -0.091869999999999993 0.089625000000000024 0.091840000000000019 0.08325500000000001 -0.054654999999999988 0.077695000000000014 0.086345000000000019 0.05728500000000001 0.08976000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -3 9 -7 11 -11 -12 -14 -15 -16 17 18 22 21 -21 -18 24 -24 26 -25 28 -28 29 -17
right_child=1 3 -4 -5 -6 8 -8 -9 -10 10 12 -13 13 14 15 16 19 -19 -20 20 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-4.5079865065689752e-07 8.8431174282006759e-06 -1.453633218001674e-05 -5.7268474075198941e-06 3.5300217698856311e-06 -4.1025602725093101e-06 5.3713537416418457e-06 1.1797727460188548e-05 1.1179175782632703e-05 -4.1866958340506246e-06 -5.6594918863662649e-06 -5.6454700370522916e-06 1.1392121793960542e-05 -4.1930767395115259e-06 3.7073293498224306e-06 -3.8653518426404584e-06 6.7233569302516113e-06 -6.0146843915626289e-06 7.5857337400347682e-06 -6.0251147405407126e-06 -1.1183649130110833e-05 3.3798832040095783e-07 1.3052496276506336e-08 1.2325593011595512e-05 -6.2997202076076074e-06 -6.7384121308577965e-06 1.2033161914044084e-06 -7.1301057566112527e-06 2.4591466529143095e-06 -3.6214740752573405e-06 -3.741011820416727e-06
leaf_weight=194 21 21 28 24 29 24 21 23 25 22 24 20 24 32 28 60 27 21 22 21 30 2020 31 20 32 180 30 21 23 23
leaf_count=194 21 21 28 24 29 24 21 23 25 22 24 20 24 32 28 60 27 21 22 21 30 2020 31 20 32 180 30 21 23 23
internal_value=0 8.54745e-08 -1.11625e-06 2.15723e-08 -7.93108e-09 3.41023e-08 3.07093e-06 -1.09413e-06 -3.74172e-08 5.10416e-10 -4.70367e-08 2.46032e-06 -8.64931e-08 -3.60525e-08 2.01259e-09 -4.37851e-08 -2.003e-09 7.68073e-07 4.44157e-07 -1.71948e-07 -4.40622e-06 -6.64536e-08 7.83023e-07 2.0463e-06 -7.60984e-07 4.53013e-07 4.57345e-07 -3.18159e-06 2.20815e-06 3.82359e-06
internal_weight=0 2899 222 2878 2854 2825 65 44 2760 2735 2711 42 2669 2645 2621 2589 2561 463 442 2098 51 2047 420 231 189 200 157 51 106 83
internal_count=3121 2899 222 2878 2854 2825 65 44 2760 2735 2711 42 2669 2645 2621 2589 2561 463 442 2098 51 2047 420 231 189 200 157 51 106 83
is_linear=0
shrinkage=0.1


Tree=6273
num_leaves=31
num_cat=0
split_feature=1210 1210 1208 402 133 0 12 2 2 1213 12 130 40 50 132 1211 50 4 158 49 15 1 2 12 52 51 0 151 13 4
split_gain=3.32945e-08 3.05771e-08 4.14168e-08 3.34749e-08 2.16149e-07 1.35198e-07 2.23947e-07 1.39066e-07 7.80145e-08 7.5083e-08 1.05918e-07 5.17061e-08 4.8355e-08 4.03843e-08 2.90899e-07 4.80931e-07 2.63909e-07 4.2847e-07 1.00685e-07 7.6014e-08 1.57322e-07 3.62389e-07 1.41457e-07 2.30571e-07 8.97394e-08 8.31174e-08 9.8413e-08 7.22435e-08 6.90281e-08 1.00079e-07
threshold=-0.42132499999999995 -0.21410999999999997 0.11846000000000001 -0.10770499999999998 0.40304500000000004 -0.070154999999999981 0.10345000000000001 0.097385000000000013 0.089885000000000007 -1.0000000180025095e-35 0.091085000000000013 -0.23123999999999997 -0.24290999999999999 0.083090000000000011 -0.083284999999999984 0.091735000000000011 0.091320000000000012 -0.083439999999999986 0.082560000000000008 0.08610000000000001 -0.088429999999999995 0.086560000000000012 0.10402500000000002 0.088045000000000012 0.15116000000000002 -0.014565 -0.080604999999999996 -0.085134999999999975 -0.086254999999999984 -0.020529999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 11 7 -7 8 9 -3 -11 -5 -13 -14 -15 16 17 -16 19 20 21 -18 23 -21 -24 27 28 -22 -27 -30
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 -12 12 13 14 15 -17 18 -19 -20 22 25 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=3.6347146560729019e-06 -3.5124631610869983e-06 3.2886838956377083e-06 4.1368992754087232e-06 4.9208006333044199e-06 -8.2876913850782327e-06 1.293977770926532e-05 -1.0150373228775015e-06 -8.0189970208266453e-06 5.3915213175059761e-06 1.3385989186645021e-06 -8.1751754872915299e-06 -4.9592840241530213e-06 -2.0363765340089418e-07 9.7165540530434515e-06 -2.2132514880434395e-06 -1.4653478467066418e-05 -1.3235940520550279e-05 1.4891997454924422e-05 -7.0193008940577786e-06 1.1910052015006539e-05 2.1001789760207017e-06 1.8803143425267471e-06 2.3190299943962601e-06 -2.0303969821808013e-07 -6.5482596255606045e-06 9.5776624500733575e-07 -1.2951705903932716e-06 -5.1360625415991066e-06 1.203772736062092e-05 2.8426667195789978e-06
leaf_weight=25 25 30 24 21 32 23 23 20 30 25 22 20 2292 34 27 21 29 32 20 30 22 35 25 33 21 39 55 37 20 29
leaf_count=25 25 30 24 21 32 23 23 20 30 25 22 20 2292 34 27 21 29 32 20 30 22 35 25 33 21 39 55 37 20 29
internal_value=0 -2.93475e-08 -9.92631e-10 -3.35852e-08 -1.14906e-07 1.31738e-06 5.96237e-06 -3.6506e-07 1.06558e-06 -6.19849e-07 -3.11466e-06 -2.28832e-08 -5.96849e-08 -2.47002e-08 7.81046e-07 1.41451e-07 8.25798e-07 7.06417e-06 -1.06009e-07 2.62699e-07 -6.48689e-07 -4.96924e-06 2.48682e-06 5.5651e-06 -1.72908e-06 7.20198e-07 2.02315e-06 -2.4378e-06 4.0971e-06 6.59575e-06
internal_weight=0 3096 3071 3047 2874 173 46 127 107 77 47 2842 2821 2801 509 475 454 59 395 375 266 64 109 63 46 202 143 59 88 49
internal_count=3121 3096 3071 3047 2874 173 46 127 107 77 47 2842 2821 2801 509 475 454 59 395 375 266 64 109 63 46 202 143 59 88 49
is_linear=0
shrinkage=0.1


Tree=6274
num_leaves=31
num_cat=0
split_feature=132 132 50 393 403 3 16 16 15 1210 15 40 130 40 3 160 1454 15 0 13 52 4 12 1 156 0 15 2 2 16
split_gain=3.08679e-08 1.53577e-07 6.30853e-08 7.64057e-08 3.17122e-08 6.02966e-08 4.5841e-08 6.83007e-08 8.92389e-08 2.65784e-08 2.54423e-08 2.46517e-08 8.27163e-08 4.34749e-08 3.73423e-08 1.23877e-07 9.93805e-08 9.85983e-08 7.92634e-08 1.51872e-07 6.90648e-08 8.0764e-08 1.08942e-07 1.67499e-07 1.17573e-07 7.89056e-08 7.3088e-08 7.36766e-08 1.73461e-07 8.23449e-08
threshold=-0.083174999999999985 -0.069704999999999989 0.09227500000000001 0.10483000000000002 -0.090484999999999996 -0.087044999999999983 -0.095094999999999985 -0.073404999999999984 -0.045854999999999993 -0.42132499999999995 0.083935000000000023 -0.24620999999999996 -0.22699999999999995 -0.099059999999999995 -0.094874999999999987 0.41446500000000003 0.11906000000000001 0.101845 0.10455500000000001 -0.014169999999999999 -0.065544999999999978 -0.50052499999999989 0.098330000000000015 0.10439500000000002 0.088305000000000008 0.12411500000000002 0.088060000000000013 0.092635000000000009 0.10559 -0.087874999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 10 -7 -8 -9 -3 -6 -11 -13 -14 15 17 18 20 -16 -20 21 25 24 -24 -23 -15 27 -22 -29 -30
right_child=1 9 -4 -5 5 6 7 8 -10 11 -12 12 13 14 16 -17 -18 -19 19 -21 26 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=3.9507501631825493e-06 8.6077289368057838e-06 3.2712429529055956e-06 -5.3207629412833241e-06 -5.6111587655323094e-06 -6.0660269175135302e-07 -2.2764375940526475e-06 6.6884745785081091e-06 5.001319768780377e-06 -4.2281220296238393e-06 3.4949017134522368e-06 -5.0814234066786383e-06 -6.1361771762655982e-06 3.3350503494707833e-06 -1.1741530340714235e-06 -4.6617185069481109e-08 8.4760005779571664e-06 -7.0437414516770035e-06 -6.2571712121661262e-06 -1.0256186429945625e-05 1.1359712971170667e-06 -3.9948703208891031e-07 -1.9622986228977166e-06 -2.8938782024161878e-06 9.0882261793012725e-06 -1.0556484958783585e-05 7.7087317905011342e-06 5.8025303144695972e-06 9.6743725297810989e-06 2.9043512791432499e-06 -4.9878283414273028e-06
leaf_weight=21 21 25 31 25 24 26 26 20 22 20 27 22 39 20 2219 20 21 21 22 25 131 78 28 20 20 20 39 29 39 20
leaf_count=21 21 25 31 25 24 26 26 20 22 20 27 22 39 20 2219 20 21 21 22 25 131 78 28 20 20 20 39 29 39 20
internal_value=0 8.70325e-08 -1.13646e-06 -4.57327e-07 3.18853e-07 -2.07146e-07 1.2949e-06 2.66041e-06 1.6685e-07 2.48593e-08 -2.97563e-06 -3.58783e-09 -2.8286e-08 1.95168e-08 -2.71303e-08 7.69884e-07 -1.96152e-07 4.38438e-07 -1.32692e-07 -4.19653e-06 7.55122e-07 -7.13771e-07 -1.80447e-06 2.09867e-06 -3.71621e-06 3.26729e-06 1.81409e-06 1.10382e-06 3.3417e-06 2.29036e-07
internal_weight=0 2899 222 191 166 145 94 68 42 2878 51 2853 2833 2811 2772 485 2287 465 2266 47 444 186 146 48 98 40 258 219 88 59
internal_count=3121 2899 222 191 166 145 94 68 42 2878 51 2853 2833 2811 2772 485 2287 465 2266 47 444 186 146 48 98 40 258 219 88 59
is_linear=0
shrinkage=0.1


Tree=6275
num_leaves=31
num_cat=0
split_feature=1211 43 3 1 4 3 1186 393 1213 1213 402 1210 401 12 12 43 13 13 52 49 12 4 12 4 13 42 16 12 3 0
split_gain=2.50898e-08 1.41764e-07 1.35336e-07 2.45471e-07 1.31298e-07 1.2676e-07 3.68406e-08 4.06908e-08 3.80584e-08 3.84241e-08 4.25975e-08 8.47475e-08 5.07533e-08 5.1947e-08 1.34413e-07 2.07769e-07 1.02743e-07 1.11838e-07 8.49674e-08 7.11592e-08 6.43091e-08 1.60171e-07 1.56611e-07 2.43652e-07 1.8601e-07 1.28459e-07 1.13134e-07 1.0632e-07 1.61029e-07 1.00652e-07
threshold=0.087635000000000005 -0.011694999999999999 -0.077354999999999993 0.087865000000000013 -0.079329999999999984 -0.082974999999999979 -0.095479999999999982 0.11213000000000002 0.23509000000000002 0.12389500000000002 -0.45015499999999992 0.24726500000000004 -0.099524999999999988 0.110195 0.11586 -0.065269999999999981 0.24394000000000002 -0.052719999999999996 1.0000000180025095e-35 0.10084500000000002 0.098810000000000023 -0.090289999999999981 0.096525000000000014 -0.040589999999999994 -0.036034999999999991 -0.095859999999999987 -0.095564999999999983 0.095780000000000018 -0.080289999999999986 -0.075934999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 -3 -1 8 9 10 -8 12 -12 20 15 -15 17 -16 19 -19 22 -22 27 24 -24 -23 -27 -14 -29 -28
right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 11 -13 13 14 16 -17 -18 18 -20 -21 21 25 23 -25 -26 26 29 28 -30 -31
leaf_value=-3.5505070779133043e-06 8.6770048219684455e-06 -5.1365802210057154e-07 5.1980659059659552e-06 -1.0496233679532453e-05 -5.0543599182555743e-06 1.0167370102749374e-05 -3.7520676414715126e-06 4.256193754641076e-06 -4.3024325155524171e-06 3.7248854798437812e-06 -4.7526519942355509e-06 6.0205308965004919e-06 -6.2755055222419307e-08 -2.4579808441991366e-06 5.1713601826784064e-06 9.9361037643431815e-06 6.4697915762224065e-06 2.1520385830743367e-06 -6.4182999704156066e-06 -5.0681613737695104e-06 -7.7160487738805578e-06 5.5274013981222108e-06 1.640872531140758e-05 -1.3763708417562677e-06 3.5811180789726048e-06 3.4066605238081139e-06 -8.7820672013969248e-06 1.1139695078991982e-06 -9.8151072831699696e-06 -1.6089922820367662e-06
leaf_weight=30 22 25 36 25 23 20 31 22 21 27 23 23 2248 21 22 38 20 39 38 21 38 29 20 42 26 32 26 26 28 79
leaf_count=30 22 25 36 25 23 20 31 22 21 27 23 23 2248 21 22 38 20 39 38 21 38 29 20 42 26 32 26 26 28 79
internal_value=0 1.25745e-06 -7.9054e-09 -2.02312e-06 1.092e-06 4.23347e-06 -6.39366e-08 -2.83593e-08 -6.06623e-08 -2.99142e-08 -6.52381e-08 -2.49804e-08 -7.43578e-08 -3.58326e-08 1.52122e-06 5.52465e-06 -1.65939e-07 -1.27189e-06 -2.71834e-06 -3.75031e-07 -1.55283e-07 -1.85954e-06 -9.81471e-09 4.13041e-06 9.15834e-06 -5.18894e-07 -1.79877e-06 -1.68086e-07 -4.55296e-06 -3.38518e-06
internal_weight=0 151 129 93 68 45 2970 2940 2918 2897 2870 2839 2816 2793 199 59 140 120 98 60 2594 204 2390 88 46 166 137 2302 54 105
internal_count=3121 151 129 93 68 45 2970 2940 2918 2897 2870 2839 2816 2793 199 59 140 120 98 60 2594 204 2390 88 46 166 137 2302 54 105
is_linear=0
shrinkage=0.1


Tree=6276
num_leaves=31
num_cat=0
split_feature=1208 1208 16 1209 1209 43 15 43 1210 1210 2 2 12 2 12 52 2 12 132 1186 1211 1211 399 0 4 4 0 41 41 2
split_gain=3.09862e-08 4.80879e-08 9.77329e-08 3.63735e-08 4.10134e-08 4.00126e-07 5.9819e-07 3.35614e-08 2.66221e-07 2.19259e-07 1.06547e-07 2.71491e-07 1.48901e-07 3.20154e-07 1.81459e-07 1.3169e-07 3.5318e-07 1.17862e-07 8.05035e-08 8.01334e-07 7.47573e-07 9.73562e-08 9.57406e-08 7.96486e-08 6.45945e-08 8.4117e-08 1.05642e-07 5.51349e-08 9.72612e-08 5.26786e-08
threshold=0.12461500000000002 0.10233500000000001 -0.079504999999999978 -0.097919999999999993 -0.067109999999999989 -0.0047449999999999992 0.087575000000000014 0.0034250000000000005 -0.059899999999999995 -0.13847499999999999 0.097605000000000011 0.10097500000000002 0.096830000000000013 0.090675000000000019 0.095175000000000023 0.084505000000000011 0.089005000000000015 0.088615000000000013 -0.083284999999999984 1.0000000180025095e-35 0.11048500000000001 0.088310000000000013 0.089300000000000004 -0.085939999999999989 0.055260000000000011 0.27287000000000006 -0.073309999999999986 0.088520000000000015 0.081235000000000016 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5 9 -9 -6 12 -12 14 -14 15 29 17 23 19 22 21 27 -11 -17 -13 -26 -27 28 -20 -10
right_child=-2 2 -4 4 7 -7 -8 8 10 18 11 24 13 -15 -16 16 -18 -19 20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-4.2709069904844912e-06 -3.9234917124986172e-06 8.4302361756272159e-06 -1.3373615079867056e-06 -1.3690124804270455e-05 8.0786685269712874e-06 1.2281666876718262e-05 9.2037218564655642e-06 -1.1068315002423408e-05 -5.8509755583658357e-07 5.0999227442597818e-07 1.0537231064968811e-05 2.122832181937286e-06 -1.3467365708773007e-07 -1.4814184279051311e-05 7.1499859900384396e-06 1.4043317987670889e-06 -1.2812899065524578e-05 6.4962651316591303e-06 -2.9974283871248489e-08 2.0716614797038348e-05 -1.8477331771939799e-05 6.8222595213488352e-06 -7.0281295175727399e-06 -6.5780762697613682e-06 -6.2025902791162931e-06 5.1657437950325406e-06 -4.5462824811606663e-06 -4.2063684906034109e-06 6.2424408279184723e-06 3.7743174163477859e-06
leaf_weight=20 20 20 21 25 34 26 21 24 78 63 29 70 39 24 29 25 31 20 2217 20 22 21 23 25 30 24 21 31 25 43
leaf_count=20 20 20 21 25 34 26 21 24 78 63 29 70 39 24 29 25 31 20 2217 20 22 21 23 25 30 24 21 31 25 43
internal_value=0 2.5308e-08 3.42732e-06 -2.02745e-08 7.69015e-09 2.36595e-06 -3.23859e-06 -4.95183e-08 -7.86009e-07 1.04017e-07 -2.80322e-07 1.70463e-06 -1.38027e-06 -5.72687e-06 -2.89285e-07 -1.26108e-06 -3.92691e-06 8.30987e-09 -7.9308e-09 2.68693e-06 -1.31271e-07 4.46722e-08 -1.50602e-06 -2.58687e-06 -6.18865e-08 -2.10096e-06 6.33465e-07 -1.79452e-08 3.99679e-08 9.64116e-07
internal_weight=0 3101 41 3060 3040 72 46 2968 512 2456 488 174 314 63 251 222 101 70 2422 106 2316 2294 86 50 145 75 45 2273 2242 121
internal_count=3121 3101 41 3060 3040 72 46 2968 512 2456 488 174 314 63 251 222 101 70 2422 106 2316 2294 86 50 145 75 45 2273 2242 121
is_linear=0
shrinkage=0.1


Tree=6277
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 15 130 3 0 1429 1420 1420 1420 155 2 156 156 1428 475 1429 475 155 2 3 156 4 1429 156 13 156 16
split_gain=2.93915e-08 1.34311e-07 8.41751e-08 6.68808e-08 3.18167e-08 5.30338e-08 3.29229e-08 6.88611e-08 2.66765e-08 5.50058e-08 3.93245e-08 4.86388e-08 4.1511e-08 1.99303e-07 4.54592e-08 3.88015e-08 1.30607e-07 8.24657e-08 6.70707e-08 1.66556e-07 7.61482e-08 5.16963e-08 1.14562e-07 4.27121e-08 1.93837e-07 9.68012e-08 6.108e-08 9.48722e-08 7.1532e-08 4.54176e-07
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 0.084510000000000016 0.086650000000000019 -0.06977499999999999 -0.09515499999999999 0.12521000000000002 -0.086589999999999986 -0.08341999999999998 -0.079539999999999986 0.11854500000000001 0.10803500000000001 0.11850000000000001 0.09747500000000002 -0.020064999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 -0.024084999999999999 0.085195000000000007 0.095040000000000013 -0.07793499999999999 -0.065739999999999979 -0.0047449999999999992 0.087785000000000016 0.089090000000000016 -0.08231999999999999 0.087515000000000009 -0.0087049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 -8 9 -3 -11 -12 14 -14 15 16 -13 21 19 -18 23 -17 -23 24 -20 26 28 -28 -25 -30
right_child=1 8 -4 -5 5 -7 7 -9 -10 10 11 12 13 -15 -16 17 18 -19 20 -21 -22 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=-2.081739596040121e-06 8.0532774778216008e-06 -5.2246195741645353e-06 -6.9800333642950313e-06 -5.0920095755255147e-06 5.7706926725131785e-06 -4.0735446382520676e-07 5.2599520331667643e-06 -2.3971858790143113e-06 3.6662323600467065e-06 3.5802874985928346e-06 -4.7955562920486999e-06 -7.4004863203451058e-06 -3.383303236102708e-06 7.5553220464522995e-06 -3.6590384351096444e-06 -2.6574884985919311e-06 -2.8700748045940559e-06 7.6681229154473856e-06 -2.9356052004914093e-06 9.1037576580150089e-06 -5.664890849506795e-06 8.4754089903071867e-06 -8.7492294249769706e-07 2.1053058699381547e-08 1.0096583151781012e-05 -5.3603738174789376e-06 8.7912967092051986e-06 -5.3426814664211024e-07 -1.2990234414246517e-05 7.2275449929293243e-06
leaf_weight=69 21 20 22 27 24 33 23 24 20 31 21 24 31 36 34 32 21 20 25 26 24 20 38 2311 21 34 20 24 25 20
leaf_count=69 21 20 22 27 24 33 23 24 20 31 21 24 31 36 34 32 21 20 25 26 24 20 38 2311 21 34 20 24 25 20
internal_value=0 8.49306e-08 -1.10894e-06 -4.6312e-07 2.59308e-07 2.19393e-06 -6.91324e-07 1.34992e-06 2.67877e-08 1.31921e-09 3.81475e-08 -9.71223e-10 3.51689e-08 2.49417e-06 -2.54243e-08 2.05879e-08 -5.79827e-08 1.85985e-06 1.10962e-08 3.75375e-06 -5.91533e-08 5.69128e-07 2.34933e-06 -4.90421e-09 3.01387e-06 -6.19559e-08 1.31051e-08 3.70462e-06 -5.58367e-08 -4.00455e-06
internal_weight=0 2899 222 200 173 57 116 47 2878 2858 2838 2807 2786 67 2719 2685 2575 110 2551 47 2504 90 58 2480 46 2434 2400 44 2356 45
internal_count=3121 2899 222 200 173 57 116 47 2878 2858 2838 2807 2786 67 2719 2685 2575 110 2551 47 2504 90 58 2480 46 2434 2400 44 2356 45
is_linear=0
shrinkage=0.1


Tree=6278
num_leaves=31
num_cat=0
split_feature=1211 50 2 393 401 15 133 133 1208 1208 402 133 130 40 403 1213 401 1213 42 47 47 10 33 47 47 48 457 131 42 148
split_gain=2.94998e-08 1.90894e-07 7.1213e-08 5.46894e-08 3.17175e-08 1.1538e-07 5.29347e-08 5.69411e-08 4.23386e-08 6.14925e-08 3.83162e-08 1.04463e-07 4.99886e-08 5.11496e-08 3.83887e-08 4.39854e-08 6.74907e-08 6.44808e-08 4.38618e-08 3.4213e-08 3.61178e-08 3.52826e-07 2.58411e-07 1.08102e-07 6.83591e-08 6.19453e-08 7.77774e-08 4.84004e-08 5.2817e-08 4.77033e-08
threshold=0.11048500000000001 0.096900000000000014 0.087855000000000003 0.12765500000000005 -0.06959499999999999 0.095175000000000023 0.51114000000000004 0.41892500000000005 0.11531000000000001 0.10233500000000001 -0.10770499999999998 0.39371500000000009 -0.23123999999999997 -0.24290999999999999 -0.5335399999999999 0.23509000000000002 0.13729500000000003 0.10336000000000002 0.15021500000000002 0.13827000000000003 0.094160000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.096850000000000006 0.091210000000000013 0.12879500000000002 0.41022000000000008 0.096490000000000006 0.093175000000000022 -0.10069499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 7 8 9 10 -6 12 -12 -14 -15 16 17 18 19 20 22 -22 -16 -23 25 26 29 28 -25 -24
right_child=1 -3 -4 -5 6 -7 -8 -9 -10 -11 11 -13 13 14 15 -17 -18 -19 -20 -21 21 23 24 27 -26 -27 -28 -29 -30 -31
leaf_value=-1.3697995910888494e-06 -5.4274599238090602e-06 9.8334847900167179e-06 1.6959901750447496e-06 -5.1357155392733625e-06 3.6155953239358497e-06 8.1695310958214883e-06 -3.8168847871978921e-06 4.8402274425522291e-06 -4.6358728104678453e-06 4.5626684307952974e-06 4.9346971763952758e-06 -6.8137852958502868e-06 -5.1216110387031227e-06 3.5730017457510635e-06 -9.3885183499272295e-06 -4.4392532038767492e-06 5.5994498758255284e-06 -5.0475816876244682e-06 4.6220787839956754e-06 -3.4945152759158601e-06 1.3834817291353831e-05 -7.0192043881434077e-06 4.7482335708082254e-06 4.7152856451264834e-07 5.6319145230753788e-06 -5.3803793352099916e-06 5.1894380119067917e-06 -3.7085920943671073e-06 5.0072650022533105e-06 -1.5748003457073527e-07
leaf_weight=32 23 22 36 21 28 21 37 24 20 29 20 23 20 29 30 23 21 26 20 29 20 20 20 178 21 22 28 23 30 2225
leaf_count=32 23 22 36 21 28 21 37 24 20 29 20 23 20 29 30 23 21 26 20 29 20 20 20 178 21 22 28 23 30 2225
internal_value=0 1.88347e-06 -1.08095e-06 -5.01804e-08 -1.48057e-08 2.40994e-06 -5.81338e-08 -1.06522e-08 -5.07283e-08 -1.89422e-08 -6.54642e-08 -1.0191e-07 -4.68753e-08 -8.26496e-08 -4.62014e-08 -8.45629e-08 -4.76451e-08 -9.16975e-08 -4.33655e-08 -7.86297e-08 -4.07769e-08 1.05227e-06 -1.67041e-07 3.37384e-08 -4.75917e-08 -9.9561e-08 -4.84488e-08 6.44383e-07 1.12572e-06 -1.13777e-07
internal_weight=0 81 59 3040 3019 53 2966 2929 2905 2885 2856 2828 2805 2785 2765 2736 2713 2692 2666 2646 2617 271 2346 251 2316 2295 2273 231 208 2245
internal_count=3121 81 59 3040 3019 53 2966 2929 2905 2885 2856 2828 2805 2785 2765 2736 2713 2692 2666 2646 2617 271 2346 251 2316 2295 2273 231 208 2245
is_linear=0
shrinkage=0.1


Tree=6279
num_leaves=31
num_cat=0
split_feature=1204 1186 403 132 50 393 1186 12 133 130 399 43 394 390 1212 1212 1210 3 1212 13 402 402 3 3 3 0 403 4 4 4
split_gain=2.92757e-08 3.0464e-08 2.13805e-07 1.01274e-07 1.11138e-06 8.89088e-07 5.83201e-08 5.40031e-08 4.01088e-08 6.04429e-08 4.49471e-08 5.30127e-08 3.07537e-08 1.03293e-07 3.38717e-08 1.01485e-07 8.88519e-08 3.67662e-07 7.7741e-08 9.88251e-08 4.92234e-08 6.33161e-08 5.1667e-08 3.46429e-07 1.50329e-07 2.40596e-07 1.15298e-07 9.72411e-08 2.61458e-07 1.18666e-07
threshold=0.053645000000000005 0.057025000000000006 -0.0014349999999999999 -0.083284999999999984 0.097510000000000013 0.11333500000000001 -0.086839999999999987 0.089005000000000015 -0.37971999999999995 0.096505000000000021 0.086815000000000017 -0.0095349999999999983 -0.11103499999999998 0.086130000000000012 -0.09386499999999999 -0.089079999999999979 -0.099939999999999987 -0.082284999999999983 -0.063924999999999996 -0.064619999999999983 0.113945 0.10645 -0.082594999999999988 -0.082404999999999992 -0.083344999999999989 -0.082619999999999985 -0.5335399999999999 -0.0086549999999999978 -0.0073899999999999999 -0.011559999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 12 -1 -4 9 -8 -10 -12 -5 14 -14 -16 17 -17 19 -18 21 22 24 -24 27 -26 -25 29 -29 -20
right_child=-2 2 7 5 -6 -7 8 -9 10 -11 11 -13 13 -15 15 16 18 -19 20 -21 -22 -23 23 26 25 -27 -28 28 -30 -31
leaf_value=-5.5543590497109111e-06 3.1088186590958835e-06 -8.5010915537253592e-06 3.3089225935521218e-06 3.7540383883341832e-06 2.3951900714434619e-05 -2.1129765054865858e-05 -6.3311613666883213e-06 -2.6045925037381139e-06 4.2633425951115508e-06 8.1473175559322355e-07 3.0795651442671304e-06 -2.9995796444026726e-06 -1.7265313784582317e-06 -7.1601528384235291e-06 7.0459278357962576e-06 2.7670244034037324e-06 9.5059469367697614e-06 -1.3603353656198244e-05 5.4276588218726832e-07 3.6865340320971505e-07 4.1027908779748635e-06 -4.7006742923778284e-06 -1.3041244416117914e-05 5.9280991169338629e-06 1.0968545095530707e-05 -8.426783444840968e-07 -2.3598118131489527e-07 -1.2060636877972035e-05 -3.9341443754084242e-07 5.4791244844276458e-06
leaf_weight=20 30 32 47 22 21 20 20 23 35 29 26 32 103 20 21 34 20 23 600 29 30 28 21 31 35 34 1436 21 225 53
leaf_count=20 30 32 47 22 21 20 20 23 35 29 26 32 103 20 21 34 20 23 600 29 30 28 21 31 35 34 1436 21 225 53
internal_value=0 -3.01751e-08 -1.72962e-06 2.78187e-08 2.30714e-06 -1.20832e-07 -4.98667e-07 1.36591e-06 2.13402e-07 -2.10196e-06 1.43332e-06 -2.74446e-07 2.99854e-08 3.43924e-10 5.25341e-08 1.21918e-07 6.64206e-08 -3.83857e-06 1.53266e-07 4.09816e-06 7.63764e-08 2.77482e-08 8.16553e-08 -2.88282e-07 6.5032e-07 5.14852e-06 -1.05725e-07 3.05074e-07 -1.3894e-06 9.4342e-07
internal_weight=0 3091 102 2989 183 2806 162 70 142 49 93 58 2786 2764 2744 2641 2620 57 2563 49 2514 2484 2456 1488 968 69 1467 899 246 653
internal_count=3121 3091 102 2989 183 2806 162 70 142 49 93 58 2786 2764 2744 2641 2620 57 2563 49 2514 2484 2456 1488 968 69 1467 899 246 653
is_linear=0
shrinkage=0.1


Tree=6280
num_leaves=31
num_cat=0
split_feature=132 399 1203 50 1203 4 394 129 0 0 1210 9 2 1209 151 12 1429 49 16 16 52 1 1446 2 15 2 1456 402 402 1213
split_gain=2.94029e-08 1.66724e-07 9.23141e-08 5.11683e-08 3.68273e-08 1.03705e-07 3.70115e-08 3.34592e-08 2.97822e-08 4.04165e-07 3.23826e-07 1.07028e-07 1.12266e-07 8.64803e-08 8.5614e-08 1.49835e-07 2.37511e-07 2.2542e-07 3.62883e-07 2.01997e-07 1.15737e-07 1.33552e-07 1.25851e-07 3.6206e-07 3.73389e-07 5.98951e-07 2.55184e-07 1.62514e-07 2.49606e-07 2.02997e-07
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.093975000000000017 0.088820000000000024 -0.077519999999999992 0.090335000000000013 -0.08133 -0.083804999999999977 -0.084044999999999995 -0.41266499999999995 0.088235000000000022 -0.0050599999999999994 -0.087199999999999986 -0.085134999999999975 0.083935000000000023 0.083715000000000026 0.11560500000000001 -0.010699999999999999 -0.0092699999999999987 -0.14488499999999996 0.098700000000000024 0.083715000000000026 0.083715000000000026 0.087575000000000014 0.086825000000000013 0.089630000000000015 0.10708500000000001 0.09901500000000002 -0.41776999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 6 -6 7 -2 9 11 -10 12 -9 -12 15 16 19 18 -17 -14 21 -16 26 -24 25 -25 27 28 -22 -29
right_child=1 -3 -4 -5 5 -7 -8 8 10 -11 13 -13 14 -15 20 17 -18 -19 -20 -21 22 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=9.4466799363804708e-08 3.3313202826927106e-06 6.6640383687100486e-06 -7.5973495813741466e-06 -5.1294950686670275e-06 -7.9737516595438755e-06 1.6488071328997951e-06 4.1273563552253606e-06 5.8287015747282567e-06 1.2616749708762481e-05 -1.380800348752845e-05 5.9362031661294172e-06 -6.9025896822416189e-06 -6.859127679568889e-07 1.9670561888914487e-09 4.8062160924899901e-06 1.7615818137528549e-05 -1.0475042740267782e-05 -4.2201458620638732e-06 1.9092386561456616e-06 1.0459341986290838e-05 -1.0807177873215864e-06 -4.0680608259952516e-06 1.2345623870007532e-05 -1.8911794112292619e-05 8.488270062419663e-06 1.5409641714035793e-06 -1.2470932414316851e-05 -1.616878517265634e-06 -1.2400817273601208e-05 1.1981836763923294e-05
leaf_weight=175 30 38 20 21 21 24 22 32 21 22 25 23 87 1388 74 24 20 20 38 20 747 22 27 21 30 45 20 23 20 21
leaf_count=175 30 38 20 21 21 24 22 32 21 22 25 23 87 1388 74 24 20 20 38 20 747 22 27 21 30 45 20 23 20 21
internal_value=0 8.36985e-08 -1.12562e-06 -4.65243e-07 -3.51908e-09 -2.84172e-06 4.17393e-08 9.63799e-09 -2.63369e-08 -3.66048e-07 2.90158e-07 -1.40993e-07 -2.05304e-08 1.06961e-07 -1.692e-07 1.67914e-06 -4.7235e-07 5.01131e-06 7.9892e-06 1.39731e-06 -5.37107e-07 2.77253e-06 -8.70152e-07 2.11525e-06 -7.62044e-07 -4.96673e-06 -1.31203e-06 -1.03685e-06 -1.3759e-06 4.87342e-06
internal_weight=0 2905 216 196 2867 45 2822 2800 2770 1336 1434 1314 1291 1413 1259 209 127 82 62 107 1050 96 954 123 96 66 831 811 767 44
internal_count=3121 2905 216 196 2867 45 2822 2800 2770 1336 1434 1314 1291 1413 1259 209 127 82 62 107 1050 96 954 123 96 66 831 811 767 44
is_linear=0
shrinkage=0.1


Tree=6281
num_leaves=31
num_cat=0
split_feature=448 0 1365 148 148 1348 52 157 16 12 475 11 1429 48 51 47 0 13 47 47 475 1428 0 0 16 1374 482 1 1 160
split_gain=2.88832e-08 8.307e-08 3.46653e-08 3.48389e-08 5.6654e-08 4.31435e-08 2.90055e-08 1.08993e-07 9.75478e-08 4.10485e-07 1.80891e-07 5.78155e-08 3.52467e-08 3.34878e-08 1.38523e-07 4.13058e-08 3.36381e-07 8.4899e-07 2.60561e-07 1.35122e-07 4.5639e-08 7.56855e-08 4.39976e-08 3.02281e-07 2.89477e-07 1.08519e-07 8.47686e-08 8.95406e-08 2.50213e-07 2.54593e-07
threshold=0.068920000000000023 -0.26343999999999995 0.087370000000000017 -0.098399999999999974 -0.084924999999999987 0.087660000000000016 -0.56022499999999986 -0.04831499999999999 0.63636000000000015 0.090695000000000012 0.12365000000000002 0.079300000000000009 0.11635000000000001 0.12474000000000002 0.123935 0.092165000000000011 -0.10224499999999999 -0.053889999999999993 0.09550500000000002 0.090100000000000013 0.05680000000000001 -1.0000000180025095e-35 -0.09595999999999999 -0.093584999999999988 -0.11118499999999999 0.089635000000000006 0.088100000000000012 0.078340000000000007 0.090740000000000015 -0.011159999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 11 10 -10 12 -6 13 15 -15 19 17 -17 -18 20 21 -8 25 24 -24 26 27 -23 29 -29
right_child=-2 2 -4 4 5 -7 8 -9 9 -11 -12 -13 -14 14 -16 16 18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=5.0149071050713472e-06 -3.7880152831348824e-06 -4.1210628299246491e-06 3.4117638906223119e-06 5.0222560647935928e-06 2.1209565230409761e-06 -3.7231354198752343e-06 5.591299729227709e-06 6.1150116139555501e-06 4.3169301384295981e-06 -1.4194307372552271e-05 9.4696878068134542e-06 -5.214640926472688e-06 -4.2573761811581792e-06 6.6082808994646528e-06 -2.111319662090912e-06 2.1870932473261906e-06 1.1345127444428727e-05 -2.4594436436018441e-05 -7.2168150100203418e-07 8.2061233752028786e-06 -3.7406010561067946e-06 8.3283717385975125e-08 1.6823399749098049e-05 -3.0259677546790731e-08 1.0378565810662202e-06 5.6991589696261023e-06 4.7419518276238588e-06 -1.2792993080286884e-06 -7.0788516081045286e-07 -1.2739566150663623e-05
leaf_weight=33 20 21 29 22 22 32 24 34 25 23 20 21 20 35 38 29 20 20 170 20 33 207 21 1844 26 24 23 36 187 42
leaf_count=33 20 21 29 22 22 32 24 34 25 23 20 21 20 35 38 29 20 20 170 20 33 207 21 1844 26 24 23 36 187 42
internal_value=0 2.44314e-08 -2.92471e-08 -6.20833e-08 -3.38399e-08 -7.09675e-08 -3.15379e-08 1.88395e-06 -8.26263e-08 -4.55304e-06 -7.04347e-09 -1.46154e-06 -7.42782e-08 -4.43882e-08 2.06931e-06 -1.00991e-07 -1.35668e-06 -8.74414e-06 5.48509e-07 1.96799e-08 -4.66877e-08 3.39415e-09 -5.2253e-08 1.7159e-07 8.09097e-06 -8.67836e-07 -1.18624e-06 -1.47511e-06 -2.69242e-06 -7.45021e-06
internal_weight=0 3101 3068 3039 3018 2996 2964 77 2887 48 2839 43 2819 2799 73 2726 239 49 190 2487 2467 2434 2410 1891 47 519 495 472 265 78
internal_count=3121 3101 3068 3039 3018 2996 2964 77 2887 48 2839 43 2819 2799 73 2726 239 49 190 2487 2467 2434 2410 1891 47 519 495 472 265 78
is_linear=0
shrinkage=0.1


Tree=6282
num_leaves=31
num_cat=0
split_feature=1429 475 157 2 15 157 157 157 45 11 33 2 2 1375 475 13 481 481 1456 1456 481 52 47 1447 160 132 12 1211 15 15
split_gain=2.59743e-08 4.85513e-08 8.4246e-08 2.35026e-07 6.95762e-08 4.283e-08 2.93999e-08 4.1815e-08 3.05857e-08 1.51909e-07 6.68755e-08 3.83584e-08 1.83132e-07 2.18457e-07 1.45611e-07 3.445e-07 1.69212e-07 3.41838e-07 1.52539e-07 1.67134e-07 1.3332e-07 1.22139e-07 2.01603e-07 1.13514e-07 1.17025e-07 1.02201e-07 1.04869e-06 4.23028e-07 6.99784e-07 1.80422e-07
threshold=0.12521000000000002 -0.24482499999999999 0.11933000000000001 0.10060500000000001 -0.0088349999999999974 0.10119000000000002 0.084490000000000023 0.0026750000000000007 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.087625000000000022 0.087505000000000013 -0.15308499999999997 -0.085774999999999976 -0.069964999999999986 -0.087424999999999989 -0.13925499999999996 0.089630000000000015 0.085755000000000012 -0.081614999999999979 -0.19683499999999995 0.088195000000000009 0.0071200000000000005 -0.53327999999999987 -0.083284999999999984 0.091840000000000019 0.11048500000000001 0.092145000000000019 0.084905000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 -1 6 7 8 9 -3 -11 12 13 -12 15 -15 17 -16 19 20 -18 22 -22 24 -13 26 29 -27 -29 -23
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 10 11 23 -14 14 16 -17 18 -19 -20 -21 21 25 -24 -25 -26 27 -28 28 -30 -31
leaf_value=7.9047550254630466e-07 3.5922070310334678e-06 7.6479412235550211e-06 -2.4388859818221441e-06 1.2047140546114645e-05 -6.8306117600513969e-06 -3.7973581765982096e-06 2.8404817691630848e-06 -3.9519430831407793e-06 -2.8169005908670156e-06 -4.9837591480657773e-06 -9.3949160224798589e-06 -6.4157625047300831e-06 9.9066468101227651e-06 1.5757319488329813e-05 2.7639152379449047e-06 -2.1879601797042165e-06 6.962838415347506e-06 -1.3451883908671263e-05 8.9313623946162854e-06 -8.5082973436372057e-06 1.290372037601628e-05 9.8280031047872926e-07 5.5484019196974723e-07 6.8021967339601277e-06 -3.020935471234275e-07 1.92407964950678e-07 2.3627085383850499e-05 -2.3612548848177539e-05 2.2326822132030927e-06 -9.3875848585372769e-06
leaf_weight=23 20 26 24 21 25 30 36 27 38 27 23 32 20 20 26 23 31 26 21 21 20 62 39 22 1451 902 20 20 22 23
leaf_count=23 20 26 24 21 25 30 36 27 38 27 23 32 20 20 26 23 31 26 21 21 20 62 39 22 1451 902 20 20 22 23
internal_value=0 -2.31642e-08 2.64501e-08 4.32126e-06 -3.17884e-06 -3.78007e-08 7.26108e-11 -3.46843e-08 1.59909e-09 3.88264e-08 -3.05657e-08 1.67913e-08 4.10472e-07 2.64264e-07 4.38372e-07 6.15868e-06 2.3888e-07 -5.34398e-06 4.84696e-07 3.31783e-07 4.94769e-07 3.13803e-07 4.7409e-06 -3.28235e-07 -4.34014e-07 6.48054e-08 3.02439e-06 -2.64386e-07 -1.00746e-05 -1.8233e-06
internal_weight=0 3101 3053 45 48 3008 2978 2942 2915 2877 2851 2824 1319 1299 1276 43 1233 52 1181 1160 1139 1108 59 1505 1483 1049 105 944 42 85
internal_count=3121 3101 3053 45 48 3008 2978 2942 2915 2877 2851 2824 1319 1299 1276 43 1233 52 1181 1160 1139 1108 59 1505 1483 1049 105 944 42 85
is_linear=0
shrinkage=0.1


Tree=6283
num_leaves=31
num_cat=0
split_feature=1211 16 43 132 50 393 52 15 401 15 1210 2 2 16 3 11 13 133 133 16 15 12 133 16 4 42 4 1213 42 4
split_gain=4.0717e-08 1.98667e-07 2.58201e-07 4.68629e-08 2.535e-07 7.81701e-08 3.5776e-08 4.59393e-08 2.89494e-08 8.01345e-08 5.71785e-08 2.70222e-08 7.49709e-08 3.79219e-08 3.19982e-08 2.50019e-08 2.9669e-08 1.85254e-07 1.73385e-07 1.04099e-07 2.76408e-07 4.33642e-07 1.53194e-07 1.08651e-07 3.0875e-07 1.70703e-07 3.41117e-07 4.73763e-07 2.57852e-07 3.70824e-07
threshold=0.11048500000000001 -0.069894999999999985 0.055925000000000009 -0.083284999999999984 0.09227500000000001 0.12069000000000002 0.10347000000000002 0.08517000000000001 -0.06959499999999999 0.095175000000000023 0.15724500000000002 0.10497000000000002 0.090675000000000019 -0.090764999999999985 -0.088084999999999983 -0.072629999999999986 -0.084034999999999985 0.11524500000000001 0.10622000000000002 -0.18708499999999997 -0.03241999999999999 0.091715000000000005 0.091250000000000012 -0.088159999999999988 -0.081374999999999989 0.083995000000000014 -0.081609999999999988 -0.084704999999999989 0.084435000000000024 -0.075889999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 8 7 11 9 -5 15 12 13 -1 -15 -10 17 18 19 20 -17 -22 23 24 -21 -25 -27 -28 -29 -30
right_child=1 -3 -4 5 -6 -7 -8 -9 10 -11 -12 -13 -14 14 -16 16 -18 -19 -20 22 21 -23 -24 25 -26 26 27 28 29 -31
leaf_value=3.6602537400777574e-06 1.1899500082298194e-05 -4.7910491001925113e-06 -2.0163402626375653e-06 -9.5187035185517745e-07 -1.0355999787796983e-05 6.1277775222108532e-06 -3.9414165534233033e-06 3.8207456092946348e-06 -3.4275912423167723e-06 7.1023711695618529e-06 -4.2423425043125467e-06 2.4432756091003356e-06 -6.3569306017928868e-06 8.0528917425072985e-07 -3.7723904090223819e-06 -3.0653096412550406e-07 2.648233098356034e-07 -9.957523880075315e-06 8.5412677890417399e-06 1.0202039807912419e-05 -1.778116699579886e-05 1.8047076281391129e-06 8.3448958326409241e-06 1.4148415357598508e-06 -1.3078221891934233e-07 -1.023102726757467e-05 1.2335192748954191e-05 -1.1255227185568496e-05 -1.377519167817809e-05 7.6248237384241843e-07
leaf_weight=23 30 27 24 30 28 21 22 31 21 21 32 26 22 37 26 137 1830 20 22 36 26 20 22 176 147 48 24 29 20 143
leaf_count=23 30 27 24 30 28 21 22 31 21 21 32 26 22 37 26 137 1830 20 22 36 26 20 22 176 147 48 24 29 20 143
internal_value=0 2.21277e-06 5.71468e-06 -5.89523e-08 -1.48216e-06 4.93624e-08 -1.53454e-07 3.51607e-07 3.83937e-09 2.36458e-06 -3.9894e-08 -4.50955e-07 -1.14771e-06 1.84877e-07 -1.08391e-06 9.52843e-09 3.62616e-08 -4.44506e-07 -2.2067e-07 -4.53476e-07 -2.55853e-06 -9.26557e-06 1.43772e-07 -1.45834e-07 1.9019e-06 -9.97507e-07 -2.60574e-06 -9.11231e-07 -2.56703e-06 -1.02128e-06
internal_weight=0 81 54 3040 215 2825 187 165 2804 51 2753 134 108 86 63 2721 2700 870 850 828 183 46 645 623 183 440 264 216 192 163
internal_count=3121 81 54 3040 215 2825 187 165 2804 51 2753 134 108 86 63 2721 2700 870 850 828 183 46 645 623 183 440 264 216 192 163
is_linear=0
shrinkage=0.1


Tree=6284
num_leaves=31
num_cat=0
split_feature=1211 43 401 402 1210 1204 1203 132 403 50 52 399 132 4 133 403 390 133 1213 1213 402 402 16 1213 133 16 1213 402 481 481
split_gain=3.53454e-08 1.09742e-07 4.49489e-08 1.0869e-07 4.98851e-08 2.73213e-08 5.81771e-08 3.05434e-08 5.68437e-08 2.25191e-07 8.22205e-08 7.63033e-08 5.1222e-08 3.31736e-08 3.94333e-08 3.26939e-08 2.69024e-08 1.01419e-07 2.72013e-08 2.73232e-07 2.64934e-07 2.54039e-07 1.67023e-07 3.19094e-07 5.97756e-08 1.1578e-07 5.60176e-08 7.78977e-08 6.69354e-08 3.55254e-07
threshold=0.11716500000000001 0.057265000000000003 -0.46360499999999999 -0.45454999999999995 0.15724500000000002 0.058775000000000008 -1.0000000180025095e-35 -0.083174999999999985 -0.074254999999999988 0.09227500000000001 0.089575000000000016 0.088190000000000018 -0.037359999999999997 0.066685000000000008 -0.15387499999999996 -0.088999999999999982 0.087590000000000015 -0.089569999999999983 -0.088064999999999991 -0.085284999999999986 -0.086719999999999978 0.13775000000000001 -0.092484999999999984 -0.10156 -0.054584999999999995 -0.085589999999999986 0.13636500000000004 0.11174500000000002 -0.081334999999999977 -0.087424999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -5 8 11 10 13 15 -9 14 -10 -8 18 -18 20 -20 -14 26 -22 24 25 -24 27 28 29 -21
right_child=1 -3 3 4 -6 -7 7 12 9 -11 -12 -13 16 -15 -16 -17 17 -19 19 21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.1063958768198204e-06 7.7573306235169934e-06 -1.4238856700406662e-06 5.7890971646656913e-06 4.5338644716658953e-06 -4.0605717414667114e-06 -3.6224865008686418e-06 1.7462083587274503e-06 5.0809280264729753e-06 5.6340242498782062e-06 -1.2362006348212162e-05 -5.8784191310223832e-06 5.1822431382438833e-06 -1.2070449920429383e-05 -1.9641410021491043e-06 -4.3734741325351931e-07 -3.244746169782177e-06 7.6112093213964727e-06 -2.4594835940661146e-06 8.3500524921803917e-06 -1.4006571066318587e-06 -5.7102990442419674e-06 -9.0814393322415848e-06 -3.725940837284725e-06 1.3562276067204948e-05 -3.7890784466126761e-06 5.4024048557204715e-06 4.1847802847883033e-06 -6.2418106473671747e-06 -1.0626819391836642e-07 9.3431134280802779e-06
leaf_weight=27 23 30 32 28 31 21 21 20 23 20 22 26 20 22 20 35 20 20 39 93 36 31 24 20 33 33 32 20 2253 46
leaf_count=27 23 30 32 28 31 21 21 20 23 20 22 26 20 22 20 35 20 20 39 93 36 31 24 20 33 33 32 20 2253 46
internal_value=0 2.56042e-06 -4.42247e-08 -8.15811e-09 -6.98105e-08 -2.8268e-08 -2.74264e-09 -4.61107e-08 -1.27565e-06 -2.79384e-06 -5.94261e-07 7.05397e-07 3.87008e-08 1.19422e-06 2.81013e-06 -1.37314e-06 1.62556e-09 2.57586e-06 -3.67959e-08 4.50692e-08 -1.27661e-06 -8.57972e-08 2.02e-07 2.13693e-06 -4.02031e-07 1.55889e-06 2.83047e-08 -2.68393e-08 2.51254e-08 2.15484e-06
internal_weight=0 53 3068 3041 3009 2978 2957 2929 189 107 87 82 2740 65 43 56 2720 40 2680 2514 166 2475 146 110 90 57 2444 2412 2392 139
internal_count=3121 53 3068 3041 3009 2978 2957 2929 189 107 87 82 2740 65 43 56 2720 40 2680 2514 166 2475 146 110 90 57 2444 2412 2392 139
is_linear=0
shrinkage=0.1


Tree=6285
num_leaves=31
num_cat=0
split_feature=1213 1211 1211 1211 1211 2 399 399 16 393 393 394 390 12 1213 1213 1213 1212 42 1213 1213 1212 401 13 133 133 133 16 394 133
split_gain=3.25842e-08 3.08448e-08 9.18828e-08 3.20004e-08 3.99344e-08 7.22404e-08 2.89363e-08 1.0571e-07 4.19708e-08 3.0277e-08 3.98606e-08 6.25073e-08 8.50379e-08 4.84739e-08 3.38315e-08 2.74063e-07 2.08859e-07 2.17498e-07 1.3456e-07 3.51585e-07 2.64226e-07 7.04291e-08 1.0734e-07 7.97503e-08 6.25533e-08 5.52001e-08 5.50203e-08 7.72649e-08 4.54327e-08 4.62909e-08
threshold=0.51258500000000007 0.12162000000000002 0.11191500000000001 0.10406000000000001 0.087635000000000005 0.084145000000000011 0.091895000000000018 0.10054500000000001 -0.080954999999999985 0.10389500000000002 0.088255000000000014 -0.12099999999999998 0.090205000000000007 0.087925000000000017 -0.087969999999999979 -0.090324999999999989 -0.085284999999999986 -0.089079999999999979 0.087505000000000013 -0.10156 -0.40446999999999994 -0.063924999999999996 -1.0000000180025095e-35 -0.064619999999999983 0.50628500000000021 0.41553500000000004 -0.054584999999999995 -0.080789999999999987 1.0000000180025095e-35 0.40945500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 9 -8 -9 10 11 -1 14 -12 15 18 -16 -18 19 26 -20 23 -23 -19 25 28 27 -13 29 -24
right_child=-2 -3 -4 -5 5 -7 7 8 -10 -11 13 12 -14 -15 16 -17 17 21 20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.0748158391418963e-06 3.7500277101017952e-06 -3.2187624932097002e-06 6.0410552057419412e-06 -3.6092392256250607e-06 7.0830180776743594e-06 -4.6129648239912063e-07 -7.8250818980698337e-06 -2.825489582908796e-06 2.9667761454816334e-06 2.6828739453599047e-06 3.4912846490184084e-07 -2.7445844959099003e-06 -6.5477255157020416e-06 -6.2166342143862738e-06 7.5462825751290786e-06 -1.1784932148243983e-05 -9.4959981367992444e-06 8.6897542269070994e-06 1.4462249168900599e-06 1.4372128703143972e-05 -1.1887623067314448e-05 -6.8036769453496877e-06 -5.4903415213784242e-08 3.5835090009775878e-07 4.0327375980171047e-06 -5.2361346479301571e-06 -4.4602305520129452e-06 5.9401845646789297e-06 4.5627709575703854e-06 3.7166930448592845e-06
leaf_weight=24 23 30 25 25 22 30 22 22 29 41 22 21 20 23 37 22 24 20 42 20 23 23 2345 27 39 20 25 20 22 33
leaf_count=24 23 30 25 25 22 30 22 22 29 41 22 21 20 23 37 22 24 20 42 20 23 23 2345 27 39 20 25 20 22 33
internal_value=0 -2.78325e-08 3.36952e-09 -4.62335e-08 -1.67189e-08 2.73053e-06 -6.48837e-08 -2.03118e-06 4.68152e-07 -1.52676e-08 -5.40557e-08 -6.72077e-09 -5.05429e-08 -3.00671e-06 -3.51295e-09 -1.35745e-06 8.69235e-08 -2.11831e-08 1.6179e-07 2.75703e-06 -3.27191e-06 6.87321e-08 -3.88685e-09 3.90363e-06 5.97143e-08 -4.31379e-09 -7.62702e-07 1.49189e-06 3.92847e-08 -2.56419e-09
internal_weight=0 3098 3068 3043 3018 52 2966 73 51 2893 2852 2807 2783 45 2763 173 2590 2553 151 86 65 2529 2482 47 2459 2420 66 41 2400 2378
internal_count=3121 3098 3068 3043 3018 52 2966 73 51 2893 2852 2807 2783 45 2763 173 2590 2553 151 86 65 2529 2482 47 2459 2420 66 41 2400 2378
is_linear=0
shrinkage=0.1


Tree=6286
num_leaves=31
num_cat=0
split_feature=1211 43 401 401 133 12 1210 133 1208 402 1209 2 1210 402 0 1200 1203 1209 132 1204 15 1186 393 1209 12 160 12 13 2 12
split_gain=2.81488e-08 8.80784e-08 3.91892e-08 1.0381e-07 5.51961e-08 1.69019e-07 6.07649e-08 3.937e-08 7.98224e-08 4.71736e-08 9.88538e-08 8.64585e-08 5.63372e-08 1.10536e-07 9.70751e-08 5.12871e-08 5.10239e-08 5.86119e-08 4.25578e-08 8.77654e-07 8.64815e-07 1.02978e-07 6.5285e-08 3.75985e-08 3.40623e-08 1.20486e-07 1.17478e-07 2.30288e-07 2.28386e-07 1.48561e-07
threshold=0.11716500000000001 0.057265000000000003 -0.46360499999999999 -0.13200999999999999 0.51114000000000004 0.093765000000000015 0.24726500000000004 0.41553500000000004 0.10737500000000001 -0.10770499999999998 -0.089214999999999989 0.084715000000000013 -0.13847499999999999 -0.092414999999999983 -0.084384999999999988 0.086110000000000006 0.094640000000000016 -0.083969999999999989 -0.083284999999999984 -0.077669999999999989 0.091915000000000011 1.0000000180025095e-35 0.098330000000000015 -0.065739999999999979 0.09141500000000001 -0.53379499999999991 0.090165000000000009 -0.081224999999999978 0.087675000000000017 0.089505000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 7 8 9 -5 11 -11 -12 14 -14 16 17 -15 20 -20 21 -19 23 -21 26 -26 29 -28 -29 -25
right_child=1 -3 3 4 5 -7 -8 -9 -10 10 12 -13 13 15 -16 -17 -18 18 19 22 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-3.8324666632063406e-06 6.9407169477294106e-06 -1.2845121743036241e-06 5.5724012334008659e-06 3.5295799616758612e-06 2.9034594551343879e-06 -9.5050875603666768e-06 4.9965531654076287e-06 -4.1768126799940113e-06 6.1198299341586321e-06 -9.6985730124288245e-06 3.944025655593058e-06 -4.0026696979111875e-07 -3.857029651044286e-07 5.3677993673773019e-06 -1.023837256184379e-05 3.9014279343863372e-06 -4.8610682979828695e-06 -6.5375983221353327e-08 -2.1040561578047345e-05 -4.2670380253184701e-06 2.0519694269404727e-05 -7.5421545088396495e-06 5.6827622844934924e-06 -2.5667396179281294e-07 7.5384415490968129e-06 3.2614477591016024e-07 -1.2731789423593331e-05 -8.1743656292846121e-06 5.3373214290457265e-06 5.029061800831352e-06
leaf_weight=27 23 30 33 36 21 23 24 23 21 20 35 20 20 20 20 33 22 150 20 21 21 21 20 1601 24 664 22 22 29 55
leaf_count=27 23 30 33 36 21 23 24 23 21 20 35 20 20 20 20 33 22 150 20 21 21 21 20 1601 24 664 22 22 29 55
internal_value=0 2.28493e-06 -3.94741e-08 -5.79739e-09 -6.69944e-08 -3.58283e-06 -1.48025e-08 -5.57116e-08 -2.32175e-08 -6.7763e-08 -1.13044e-07 -5.04942e-06 -4.30248e-08 -9.31313e-08 -5.31204e-06 -1.70817e-08 -6.47627e-08 -2.55364e-08 -6.59359e-08 -1.77066e-07 1.36834e-06 -9.83577e-07 -7.30656e-09 -5.39847e-08 -1.73798e-08 5.77737e-07 -2.54187e-07 -4.18018e-06 -4.91249e-07 -8.11211e-08
internal_weight=0 53 3068 3041 3008 44 2964 2940 2917 2896 2860 40 2820 2785 40 2745 2712 2690 2670 2478 192 171 2458 2438 2417 688 1729 73 51 1656
internal_count=3121 53 3068 3041 3008 44 2964 2940 2917 2896 2860 40 2820 2785 40 2745 2712 2690 2670 2478 192 171 2458 2438 2417 688 1729 73 51 1656
is_linear=0
shrinkage=0.1


Tree=6287
num_leaves=31
num_cat=0
split_feature=481 481 481 484 43 481 160 1455 1456 15 481 481 482 42 42 121 13 475 33 9 1 9 13 13 13 2 13 15 15 402
split_gain=2.77153e-08 6.31309e-08 6.20197e-08 3.68773e-07 3.29692e-07 5.31623e-08 1.05239e-07 3.98322e-08 1.14701e-07 1.90979e-07 1.1255e-07 7.42705e-08 4.18163e-08 1.88141e-07 1.14053e-07 1.05467e-07 6.82139e-08 1.1335e-07 3.85255e-08 4.09438e-08 1.2823e-07 5.14244e-08 3.71353e-08 3.84239e-08 1.19768e-07 1.64946e-07 1.11521e-07 1.09133e-07 2.98204e-07 1.02051e-07
threshold=-0.24785499999999996 -0.15265499999999996 -0.086484999999999992 -0.081614999999999979 -0.025214999999999998 -0.08347499999999998 -0.019279999999999995 -0.24112999999999998 -0.15308499999999997 -0.013969999999999998 -0.081334999999999977 -0.079279999999999975 0.090355000000000005 0.096235000000000015 0.089245000000000005 -0.094339999999999993 -0.082904999999999993 -1.0000000180025095e-35 -0.044254999999999996 0.091600000000000015 0.13075500000000004 0.085355000000000014 -0.53104499999999988 -0.14179999999999995 -0.097224999999999992 0.092120000000000021 -0.093839999999999993 -1.0000000180025095e-35 0.083195000000000005 0.081585000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -4 -7 9 -9 -10 -12 15 14 16 -13 -14 -18 -17 21 -21 22 -20 27 25 -25 29 -24 -29 -26
right_child=1 2 5 -5 -6 7 -8 8 10 -11 11 12 13 -15 -16 18 17 -19 19 20 -22 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=3.0248313638973439e-06 -5.1382067302559647e-06 -1.1586515602175496e-05 -8.378803734517119e-06 1.3935731010947383e-05 6.1534327580209893e-06 3.4510165526378183e-06 1.5181642316704148e-06 6.5435729685357451e-07 7.3304788592005418e-06 -1.2343465550657129e-05 -5.8051106272862609e-06 -6.7962783759867312e-06 -2.5043134419993971e-06 8.5653548877974482e-06 -7.1275203708864868e-06 4.2706487311945585e-06 9.4146765832192614e-06 -8.7890940132796382e-07 3.6717248719839893e-06 -8.7667313090648906e-06 1.739520597801367e-06 4.8374951699191692e-06 2.9900898935254974e-07 -1.0713207302615048e-07 -9.4651321281465552e-06 8.6333464878407536e-06 1.1554745696676822e-08 -1.124427655709455e-05 3.4055242942088174e-06 -4.2236272905099141e-07
leaf_weight=30 24 20 22 21 22 33 21 26 21 20 22 23 27 31 20 21 20 23 27 21 26 22 112 50 24 38 2271 33 24 26
leaf_count=30 24 20 22 21 22 33 21 26 21 20 22 23 27 31 20 21 20 23 27 21 26 22 112 50 24 38 2271 33 24 26
internal_value=0 -2.93616e-08 1.06163e-08 3.1158e-06 -2.29416e-06 -5.45057e-08 -3.5454e-06 -3.81053e-09 -4.27481e-08 -4.99687e-06 3.63253e-08 -1.72145e-08 2.76371e-08 1.84659e-06 -4.67647e-07 -5.33392e-08 1.43517e-06 3.90881e-06 4.20724e-09 -2.92988e-08 -2.95476e-06 2.3041e-08 -1.76185e-08 -5.62579e-08 4.5997e-08 3.66717e-06 -9.12985e-08 -1.51384e-06 -5.07594e-06 -4.76289e-06
internal_weight=0 3091 3067 63 42 3004 43 2961 2928 46 2882 2861 2839 121 90 2718 70 43 2695 2674 47 2627 2605 2578 2409 88 2321 169 57 50
internal_count=3121 3091 3067 63 42 3004 43 2961 2928 46 2882 2861 2839 121 90 2718 70 43 2695 2674 47 2627 2605 2578 2409 88 2321 169 57 50
is_linear=0
shrinkage=0.1


Tree=6288
num_leaves=31
num_cat=0
split_feature=1213 43 43 1211 43 1 4 0 0 1212 47 0 42 4 1208 1208 12 3 403 403 43 133 43 1213 402 1209 399 1212 402 43
split_gain=2.63941e-08 3.23683e-08 1.47166e-07 1.219e-07 1.27148e-07 9.23144e-08 2.85648e-07 8.06407e-08 1.30593e-07 7.43541e-08 7.3416e-08 1.34285e-07 6.45179e-08 6.33734e-08 5.87401e-08 7.45997e-08 5.64838e-08 5.57167e-08 5.37155e-08 2.16637e-07 4.96262e-08 2.04213e-07 1.03239e-07 8.10114e-08 1.53386e-07 6.41494e-08 6.06858e-08 5.49701e-08 2.34095e-07 2.05075e-07
threshold=0.51370000000000016 0.060960000000000007 0.055925000000000009 0.11048500000000001 0.042785000000000004 0.090275000000000008 -0.072334999999999997 -0.10607499999999999 -0.097274999999999986 0.10083000000000002 0.085770000000000027 -0.08867499999999999 0.089390000000000011 -0.069999999999999993 0.11846000000000001 0.10480500000000002 0.090695000000000012 -0.072894999999999988 -0.5335399999999999 -0.55276999999999987 0.0034250000000000005 -0.022174999999999997 0.0010100000000000003 -0.063509999999999997 0.020685000000000005 -0.089214999999999989 0.091255000000000017 -0.089544999999999986 0.13775000000000001 -0.0040649999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 14 7 -7 -3 -9 10 11 -10 13 16 15 18 -13 -15 19 -1 22 23 25 -22 -25 -20 27 29 -29 -27
right_child=-2 5 -4 -5 -6 6 -8 8 9 -11 -12 12 -14 17 -16 -17 -18 -19 20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-2.3308754312741561e-06 3.6211079708436959e-06 4.4688087593779016e-06 7.0614410045285095e-06 5.6424566453547179e-06 -7.8120890889078435e-06 -1.4120401356194636e-05 -9.5939163666697176e-07 -7.3821640398819001e-06 9.3620074517275517e-06 -5.1890460409512433e-06 -4.7228892299244762e-06 -7.386485654457093e-06 3.9509686087058076e-06 4.9138327170794587e-06 5.3988266608939743e-06 -5.3710949399688758e-06 -1.3586726585014152e-07 -1.6376904602145294e-06 -5.6748145107121673e-06 9.2828840934089385e-06 4.9529897054867433e-06 -1.1001263950339265e-05 7.1794759946897105e-06 4.2861568630314652e-06 -7.4631995526033289e-06 -7.0631847738606631e-07 -4.1212823894706422e-06 8.4584133911652923e-08 -1.0522282354941127e-05 1.0844741609616904e-05
leaf_weight=36 20 37 30 38 21 20 94 25 20 22 20 21 40 25 20 26 22 27 20 29 24 21 20 20 25 51 35 2269 21 22
leaf_count=36 20 37 30 38 21 20 94 25 20 22 20 21 40 25 20 26 22 27 20 29 24 21 20 20 25 51 35 2269 21 22
internal_value=0 -2.33598e-08 9.61053e-08 1.86553e-08 -6.16847e-08 -8.97089e-07 -3.26834e-06 1.46629e-07 -5.73735e-07 2.90279e-07 9.79109e-07 1.71485e-06 5.81938e-07 -8.36601e-07 -1.04449e-11 -4.12387e-08 -3.67687e-06 1.51208e-06 1.22038e-08 2.85065e-06 -6.07784e-08 -2.3668e-06 2.43494e-08 2.61086e-07 -2.24126e-06 -3.48328e-08 1.22063e-08 7.34302e-08 -1.26841e-08 2.77482e-06
internal_weight=0 3101 2728 2698 2660 373 114 259 222 197 175 155 135 95 2639 2619 43 52 2593 65 2528 90 2438 69 45 2418 2398 2363 2290 73
internal_count=3121 3101 2728 2698 2660 373 114 259 222 197 175 155 135 95 2639 2619 43 52 2593 65 2528 90 2438 69 45 2418 2398 2363 2290 73
is_linear=0
shrinkage=0.1


Tree=6289
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 1212 403 1212 1212 42 42 1209 3 132 132 1203 1185 50 16 130 1213 43 43 401 1213 133 403 4 42 4 1212
split_gain=2.94395e-08 4.09579e-08 3.25556e-08 5.64388e-08 3.74507e-08 5.02731e-08 3.70013e-08 4.02061e-07 5.66978e-07 5.90268e-07 9.3086e-08 1.93339e-07 4.25767e-08 6.03486e-08 9.02825e-07 4.00869e-07 1.42345e-07 4.13129e-08 5.01892e-08 3.9273e-08 1.07328e-07 1.5662e-07 6.03619e-08 1.89201e-07 1.01176e-07 5.43981e-08 2.54033e-07 3.23898e-07 1.04912e-07 4.2175e-08
threshold=0.12461500000000002 0.10837500000000001 0.092250000000000013 -0.094304999999999986 -0.47386499999999993 0.51291000000000009 -0.087464999999999987 -0.089544999999999986 0.087505000000000013 0.084435000000000024 -0.067109999999999989 -0.082039999999999988 -0.43443999999999999 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.090390000000000012 -0.076354999999999992 0.0062100000000000011 0.093235000000000026 -0.016814999999999997 0.062770000000000006 -1.0000000180025095e-35 -0.063509999999999997 0.50628500000000021 -0.14669999999999997 -0.085594999999999991 0.08733500000000001 -0.0024449999999999997 0.087615000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 9 -6 11 -8 -12 14 16 -15 17 -14 -19 22 -21 -22 23 -17 25 26 -24 28 -28 -27
right_child=-2 -3 -4 4 5 -7 10 -9 -10 -11 12 -13 13 15 -16 19 -18 18 -20 20 21 -23 24 -25 -26 29 27 -29 -30 -31
leaf_value=5.3233329799695645e-06 -3.8243180762265185e-06 4.228916970097761e-06 -2.9963066885506529e-06 -3.9409432171548056e-06 -1.4394265477861795e-06 4.7878308350846062e-06 -1.6426544754302505e-06 -1.4563655051915702e-05 -9.3904749610373985e-06 2.1226666190159451e-05 -3.6479381719800585e-06 1.0803987563197856e-05 -7.6038751356545524e-07 -1.3860010083243694e-05 2.1812134067999978e-05 4.1129584897961736e-06 -8.2189630864542618e-06 -6.4923145211892578e-07 6.2002953160592128e-06 -2.476124157175563e-06 8.5398981833637482e-06 -6.6453531341418666e-07 -1.2087087339923962e-05 -7.5975410893718347e-06 6.0936409867011847e-06 1.3310371186484024e-07 -9.4551080586652026e-06 1.0753192968661011e-05 5.4071432784786299e-07 -1.7075036140783361e-06
leaf_weight=20 20 23 36 24 27 22 26 20 30 20 32 24 89 21 20 22 22 20 23 38 38 36 21 37 27 2188 21 21 21 132
leaf_count=20 20 23 36 24 27 22 26 20 30 20 32 24 89 21 20 22 22 20 23 38 38 36 21 37 27 2188 21 21 21 132
internal_value=0 2.4667e-08 -6.74878e-09 2.86306e-08 -6.41045e-09 2.50868e-08 -1.01216e-08 -1.93112e-06 1.35006e-06 8.20572e-06 5.46011e-08 4.33173e-06 -2.09933e-08 2.05019e-08 1.82398e-06 -9.91343e-08 -7.7188e-07 4.69301e-07 3.01447e-06 1.19258e-08 1.84375e-06 4.06207e-06 -7.04696e-08 -3.23091e-06 6.23394e-09 -6.21354e-08 -2.56207e-06 6.12933e-07 -4.4572e-06 2.83795e-08
internal_weight=0 3101 3078 3042 3022 2998 2976 97 77 47 2879 50 2829 2797 174 2623 154 132 43 2602 112 74 2490 59 2431 2404 84 63 42 2320
internal_count=3121 3101 3078 3042 3022 2998 2976 97 77 47 2879 50 2829 2797 174 2623 154 132 43 2602 112 74 2490 59 2431 2404 84 63 42 2320
is_linear=0
shrinkage=0.1


Tree=6290
num_leaves=31
num_cat=0
split_feature=448 447 160 132 1203 394 50 4 4 13 4 52 4 4 4 2 4 2 52 130 128 130 2 157 1 155 1 13 52 45
split_gain=2.58019e-08 7.72434e-08 3.0049e-08 2.90049e-08 7.19373e-07 3.57307e-07 8.91081e-08 3.17089e-08 2.30611e-07 3.15417e-07 1.66407e-07 2.8077e-07 1.66703e-07 2.5856e-07 1.63876e-07 3.82155e-07 1.15766e-07 1.06361e-07 2.17091e-07 1.56148e-07 1.41102e-07 1.69951e-07 1.3771e-07 9.59423e-08 2.07017e-07 2.8599e-07 1.28699e-07 7.7288e-08 6.21673e-08 5.31876e-08
threshold=0.068920000000000023 0.094005000000000019 0.60040000000000016 -0.083284999999999984 0.089480000000000018 0.12358500000000001 0.090390000000000012 -0.086849999999999997 -0.08835999999999998 -0.0069799999999999992 -0.085594999999999991 0.085540000000000019 -0.084564999999999987 -0.083644999999999983 -0.082594999999999988 0.084145000000000011 -0.082249999999999976 0.09678500000000001 0.092965000000000006 -0.054004999999999991 1.0000000180025095e-35 0.082650000000000015 0.10188000000000001 -0.04831499999999999 0.10205500000000002 0.083440000000000014 0.096125000000000016 -0.01163 -0.087769999999999987 0.094030000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 -1 8 17 -10 11 -9 -12 -14 15 -15 -16 18 19 -5 21 27 28 -24 26 -26 -25 -21 -19 -18
right_child=-2 -3 -4 5 -6 -7 -8 10 9 -11 12 -13 13 14 16 -17 29 22 -20 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=5.8704718275145944e-09 -3.5802616912405941e-06 4.9107795277336665e-06 -3.4806503399522628e-06 7.8167883616102202e-06 1.9178920373406074e-05 -1.3403014048662954e-05 -6.8943573188291698e-06 -1.122195182608052e-05 -1.0632111298036762e-06 1.6484058523062793e-05 7.396736669231056e-06 3.2763989193798893e-06 -8.2859926824073079e-06 1.6224577129833052e-05 -7.6593791681034419e-06 -2.8747477203565226e-06 3.3384063621357423e-08 3.0795728707744272e-06 -8.8848745442440059e-06 2.2614934514422206e-06 6.2013319581202943e-06 -1.0334683809208979e-05 -3.8511787585239524e-06 9.8500254537341523e-07 -4.1365222784861545e-07 1.3104186024881123e-05 -8.9715536296353095e-06 -2.7042444765172714e-06 1.0964197225575846e-05 -5.0239989334278066e-06
leaf_weight=172 20 32 25 22 20 20 21 34 20 21 30 22 38 20 20 22 2130 20 33 50 23 22 39 37 34 29 20 84 20 21
leaf_count=172 20 32 25 22 20 20 21 34 20 21 30 22 38 20 20 22 2130 20 33 50 23 22 39 37 34 29 20 84 20 21
internal_value=0 2.30936e-08 -2.78695e-08 4.87718e-10 1.12585e-06 -8.4183e-08 -7.44932e-07 1.05792e-08 7.56342e-07 7.92441e-06 -1.40679e-07 -5.52617e-06 -8.46209e-09 -1.07154e-07 3.32868e-08 6.22017e-06 -8.64042e-08 7.76094e-08 -1.36772e-06 -1.33557e-07 -1.11069e-06 -2.18875e-06 1.77714e-06 4.57706e-07 1.85809e-06 5.80884e-06 -2.50853e-06 -8.51357e-07 7.02189e-06 -1.59907e-08
internal_weight=0 3101 3069 3044 213 2831 193 2811 474 41 2337 56 2281 2251 2213 42 2171 433 234 201 179 156 199 159 120 63 57 134 40 2151
internal_count=3121 3101 3069 3044 213 2831 193 2811 474 41 2337 56 2281 2251 2213 42 2171 433 234 201 179 156 199 159 120 63 57 134 40 2151
is_linear=0
shrinkage=0.1


Tree=6291
num_leaves=31
num_cat=0
split_feature=481 481 481 484 43 481 160 2 1186 12 150 4 1453 483 483 132 3 399 401 15 42 1212 1210 2 403 2 1 2 150 3
split_gain=2.70989e-08 5.14837e-08 5.66176e-08 3.03185e-07 2.67613e-07 4.07968e-08 1.1649e-07 3.37564e-08 9.96617e-08 9.32507e-08 1.23723e-07 3.09529e-07 9.46436e-08 1.38877e-07 1.88367e-07 1.03758e-07 9.13982e-07 7.05008e-07 8.77046e-08 9.47539e-08 2.09272e-07 8.56575e-08 2.85301e-07 2.81999e-07 1.18799e-07 1.0885e-07 2.66201e-07 2.30429e-07 1.7743e-07 2.59849e-07
threshold=-0.24785499999999996 -0.15265499999999996 -0.086484999999999992 -0.081614999999999979 -0.025214999999999998 -0.08347499999999998 -0.025879999999999997 0.087625000000000022 -0.094609999999999986 0.12757000000000002 0.10801000000000001 -0.0092149999999999992 -0.079219999999999985 -0.021199999999999997 -0.14014999999999997 -0.083284999999999984 -0.083344999999999989 0.090145000000000017 -0.46360499999999999 0.094810000000000019 0.096235000000000015 -0.089544999999999986 -0.21410999999999997 0.094565000000000024 -0.5425549999999999 0.096325000000000008 0.089875000000000024 0.095195000000000016 0.10699000000000002 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -4 8 -7 10 12 -12 -10 14 -14 16 -15 18 -17 -20 -21 23 -23 -9 -24 26 27 28 29 -26
right_child=1 2 5 -5 -6 7 -8 21 9 -11 11 -13 13 15 -16 17 -18 -19 19 20 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=2.9910154747388637e-06 -4.64259131452612e-06 -1.0303313688382332e-05 2.4683926585566952e-06 1.2784611445632827e-05 5.6794607809768586e-06 6.6203516616951668e-06 -7.96679413744404e-06 1.1272885974904057e-05 5.2590539962693588e-06 -6.5295158037770313e-06 -3.0612510845121168e-06 1.1477247566915595e-05 7.2278355484437881e-07 -2.6181281567239765e-06 -1.2087661666271288e-05 -5.9616642581452405e-06 2.0170202280193431e-05 -1.8674220482353123e-05 1.4394585402431981e-07 -1.5134335982922396e-06 9.0521548223047219e-06 -1.1039163300665678e-05 6.7098906270028171e-06 -3.7470854422281267e-06 -4.863021987465176e-07 2.5402277326455861e-07 -1.0347674299282517e-05 -9.3212839895005027e-06 -7.7625545468289345e-06 1.0414015283698598e-05
leaf_weight=30 24 20 20 21 22 25 23 25 35 20 27 32 24 66 22 22 24 20 924 37 38 25 24 25 445 984 32 31 31 23
leaf_count=30 24 20 20 21 22 25 23 25 35 20 27 32 24 66 22 22 24 20 924 37 38 25 24 25 445 984 32 31 31 23
internal_value=0 -2.90252e-08 7.07703e-09 2.97395e-06 -1.93138e-06 -5.51443e-08 -3.11322e-06 -1.07346e-08 3.66763e-07 2.45663e-07 3.52275e-07 4.82404e-06 1.3459e-07 -1.7794e-08 -5.40395e-06 2.01272e-07 3.45876e-06 -8.03556e-08 2.83873e-07 4.21412e-07 3.8398e-06 -3.12733e-07 -4.40495e-07 3.7629e-06 -2.71727e-07 -3.80109e-07 -1.4904e-06 -9.55625e-07 -4.35914e-07 4.93972e-08
internal_weight=0 3091 3067 63 42 3004 43 2961 1316 1291 1271 59 1212 1177 46 1131 90 1041 1021 999 75 1645 1595 50 1570 1546 562 530 499 468
internal_count=3121 3091 3067 63 42 3004 43 2961 1316 1291 1271 59 1212 1177 46 1131 90 1041 1021 999 75 1645 1595 50 1570 1546 562 530 499 468
is_linear=0
shrinkage=0.1


Tree=6292
num_leaves=31
num_cat=0
split_feature=132 399 1203 51 1213 1210 376 151 51 51 52 159 4 48 48 51 13 1452 10 4 0 47 13 50 1208 12 12 16 1446 0
split_gain=3.31697e-08 1.7596e-07 1.73715e-07 3.15583e-08 1.07086e-07 2.06838e-07 8.37741e-08 1.20004e-07 2.82702e-07 1.21945e-07 3.10531e-07 1.43683e-07 1.0708e-07 1.00883e-07 9.81906e-08 6.77285e-08 2.68242e-07 6.87311e-08 6.01899e-08 5.9185e-07 9.5882e-07 5.76118e-08 5.85469e-08 1.38914e-07 5.40034e-08 4.83189e-08 1.29934e-07 9.81719e-08 5.97922e-08 6.01502e-08
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.082455000000000014 -0.083944999999999978 -1.0000000180025095e-35 0.083705000000000016 -0.0096649999999999982 0.094075000000000006 0.09364500000000002 -0.067494999999999986 0.050895000000000003 0.033845000000000007 0.11270000000000001 0.08975000000000001 0.0053700000000000006 -0.052719999999999996 0.11396500000000002 -0.011559999999999999 0.053180000000000012 -0.10151999999999999 0.089360000000000009 0.086705000000000018 0.093260000000000023 0.11846000000000001 0.12757000000000002 0.11650500000000001 -0.23935499999999996 0.111445 -0.074479999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 15 -5 -6 7 8 -7 10 -9 12 13 14 21 17 -17 18 19 -2 -21 22 23 -11 25 26 28 -27 29 -20
right_child=1 -3 -4 4 5 6 -8 9 -10 11 -12 -13 -14 -15 -16 16 -18 -19 24 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-2.8965778690977758e-07 -1.5943847652503489e-05 6.8490470309107448e-06 -1.0073334206026631e-05 7.5779912962885154e-06 -8.5932611246638167e-06 -1.1539149030795672e-05 5.791458960574704e-06 1.2361229975491976e-05 3.4995321457245157e-06 1.022426337705703e-05 -2.8997749855837657e-06 -6.0331816594923783e-06 -5.5775889666706686e-06 7.2783752993170012e-06 -3.7361816394617819e-06 -1.2261287961543779e-05 1.5484355595291186e-06 5.5060421322588645e-06 4.0119878126505275e-07 2.03809869253746e-05 -6.9274191686316859e-06 -2.2816188561591843e-06 -1.685882861714899e-06 1.7636445624004304e-06 -5.0617442433403563e-06 -8.4327960951213755e-06 6.5277613870303841e-06 9.669245955592486e-07 -4.5836380487734076e-06 -7.7574804332784785e-07
leaf_weight=196 24 38 20 22 24 25 33 30 25 27 24 31 21 30 35 22 39 22 1532 20 36 24 21 69 21 20 31 25 28 606
leaf_count=196 24 38 20 22 24 25 33 30 25 27 24 31 21 30 35 22 39 22 1532 20 36 24 21 69 21 20 31 25 28 606
internal_value=0 8.88981e-08 -1.19555e-06 -7.02803e-10 7.77457e-07 4.20389e-07 9.68053e-07 5.28351e-07 -4.01981e-06 1.25722e-06 5.57856e-06 3.52756e-07 1.22484e-06 1.9183e-06 1.00465e-06 -1.42157e-07 -3.43212e-06 -5.72999e-08 -1.09538e-07 -2.80525e-06 2.82558e-06 2.18145e-06 3.09695e-06 4.14319e-06 -1.4241e-08 3.30371e-08 9.94774e-08 -3.21073e-06 7.47523e-09 6.76021e-08
internal_weight=0 2905 216 2867 441 419 395 362 50 312 54 258 227 206 176 2426 61 2365 2343 80 56 141 117 96 2263 2242 2197 45 2166 2138
internal_count=3121 2905 216 2867 441 419 395 362 50 312 54 258 227 206 176 2426 61 2365 2343 80 56 141 117 96 2263 2242 2197 45 2166 2138
is_linear=0
shrinkage=0.1


Tree=6293
num_leaves=31
num_cat=0
split_feature=3 1 121 33 9 3 10 16 15 10 45 13 50 132 133 50 13 3 150 150 0 51 151 16 4 49 2 16 133 133
split_gain=2.80516e-08 8.09726e-08 8.77967e-08 3.17803e-08 4.02097e-08 1.92023e-07 5.42196e-08 7.99508e-07 5.11496e-07 5.5527e-08 3.80776e-08 3.09143e-08 9.4143e-08 9.08113e-07 8.58065e-07 2.09149e-07 1.64345e-07 8.66955e-08 7.0861e-08 1.80204e-07 9.56556e-08 1.8102e-07 1.39382e-07 2.76729e-07 7.04333e-07 7.03947e-07 1.56248e-07 1.58026e-07 1.26899e-07 2.79922e-07
threshold=0.63141500000000017 0.16540500000000002 -0.094339999999999993 -0.044254999999999996 0.091600000000000015 -0.13309499999999996 -0.0093599999999999985 -0.056919999999999991 -0.094549999999999981 -1.0000000180025095e-35 0.094030000000000016 -0.016469999999999995 0.090515000000000012 -0.083284999999999984 -0.017654999999999997 0.115 0.061215000000000012 -0.15956499999999998 0.10980500000000001 0.12083000000000001 -0.094654999999999975 -0.10316499999999999 -0.0096649999999999982 -0.095964999999999981 -0.0070899999999999991 0.084620000000000015 0.090425000000000019 -0.44310499999999992 -0.14757499999999998 -0.097509999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 8 -5 -8 11 17 18 -14 -15 16 -16 -11 20 -20 21 -13 -23 26 -25 -26 -24 -28 -22 -30
right_child=-2 -3 3 4 5 -7 9 -9 -10 10 -12 12 13 14 15 -17 -18 -19 19 -21 28 22 23 24 25 -27 27 -29 29 -31
leaf_value=-6.0400563370421885e-06 -3.4794391171010875e-06 6.3681433425699659e-06 3.9087449728131538e-06 -1.8135357904611738e-05 3.7173256940354286e-06 -9.3506214655106958e-06 -5.1487225597330034e-06 1.3492568049257084e-05 2.250680702786667e-06 6.0072638751245744e-06 -3.3145680992460898e-06 -7.2182559722477893e-06 2.2604065479754356e-05 -1.8772062503558118e-05 1.2691247937558123e-05 -1.2550454281760419e-06 1.1569008581177732e-06 -3.1248526403638863e-07 -1.065404415255346e-05 1.1957822483633539e-06 -4.9961651265615698e-06 -5.4330665957893184e-07 -4.7653695520132135e-06 -1.9044989919754753e-06 2.9800485084375726e-05 3.8784968546679008e-06 -1.9804639864757877e-06 9.3987308112822097e-06 9.3674374643488851e-06 -3.5969359958680038e-07
leaf_weight=24 23 20 21 20 22 23 21 38 32 22 34 20 20 21 30 48 21 1629 21 33 53 87 34 34 22 20 23 26 31 648
leaf_count=24 23 20 21 20 22 23 21 38 32 22 34 20 20 21 30 48 21 1629 21 33 53 87 34 34 22 20 23 26 31 648
internal_value=0 2.58302e-08 -1.53804e-08 3.19648e-08 5.12263e-09 -2.96185e-06 4.98059e-08 2.46702e-06 -5.5901e-06 -2.5263e-08 1.21345e-08 5.19192e-08 4.40004e-07 2.87613e-06 -4.11859e-07 3.48273e-06 7.94181e-06 -2.28273e-07 1.15805e-07 -3.41248e-06 3.06714e-07 1.93078e-06 2.67461e-06 4.43535e-06 8.7951e-06 1.74567e-05 4.43298e-07 4.05748e-06 -2.83453e-07 8.44022e-08
internal_weight=0 3098 3078 3054 3033 45 2988 90 52 2898 2877 2843 1192 140 120 99 51 1651 1052 54 998 266 246 159 76 42 83 49 732 679
internal_count=3121 3098 3078 3054 3033 45 2988 90 52 2898 2877 2843 1192 140 120 99 51 1651 1052 54 998 266 246 159 76 42 83 49 732 679
is_linear=0
shrinkage=0.1


Tree=6294
num_leaves=31
num_cat=0
split_feature=132 132 1203 2 40 130 12 0 51 0 16 0 51 0 12 51 16 2 1209 0 10 16 16 42 1446 1456 1419 11 12 11
split_gain=3.49414e-08 1.42342e-07 1.37467e-07 3.27854e-08 2.99002e-08 7.65334e-08 6.4087e-08 6.89977e-08 3.00214e-08 1.13452e-07 3.4842e-07 2.05555e-07 9.8454e-08 9.28589e-08 9.93694e-08 8.51055e-08 1.58021e-07 9.66504e-08 8.40005e-08 8.20371e-08 6.62189e-08 5.55935e-07 4.61791e-07 6.7281e-08 5.99574e-08 5.51323e-08 7.22326e-08 5.62899e-08 2.11495e-07 1.47602e-07
threshold=-0.083449999999999983 -0.076764999999999986 0.089480000000000018 0.082850000000000021 -0.24620999999999996 -0.22699999999999995 0.13043000000000002 -0.040504999999999992 0.094075000000000006 -0.083804999999999977 -0.082179999999999989 -0.090644999999999989 0.090560000000000015 -0.074824999999999989 0.091200000000000017 0.123935 -0.083134999999999987 0.090790000000000023 0.11495000000000001 0.034820000000000011 -0.011559999999999999 -0.056919999999999991 -0.49446999999999991 0.12293000000000001 0.11483500000000001 0.11510000000000002 0.098075000000000009 0.090070000000000025 0.10149500000000002 0.086080000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -6 8 -8 12 11 -11 15 18 -12 19 16 17 -10 20 -15 21 22 -7 24 25 26 27 29 -29 -22
right_child=1 4 -4 -5 5 6 7 -9 9 10 13 -13 -14 14 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.2956238414678381e-06 7.7605986405160362e-06 3.8804404925940616e-06 -9.1245003920903405e-06 1.6072697793330858e-07 -5.8749928836153806e-06 -1.4456182640287809e-06 7.9711799874833868e-06 2.6445238220800935e-07 4.1202115507335946e-06 1.1933943656141779e-05 -4.710884802859385e-06 -7.5031280126446249e-06 -5.2492493203907226e-06 2.3986088555310353e-06 6.1586048318799038e-06 -2.8557992417669692e-06 1.0406763261644734e-05 -4.527852911451191e-06 4.7428108053458756e-06 -5.2895275807120773e-06 8.2933352493736404e-08 8.2146162106976682e-06 -2.0529914096793314e-05 -5.1854001922038158e-06 -4.840426106966334e-06 4.0802977323170016e-06 -5.9597526308152739e-06 9.1710538686129436e-06 -2.1275885415348429e-06 -7.224952126502363e-06
leaf_weight=33 24 20 20 163 22 32 21 26 28 33 28 37 37 35 34 36 21 24 36 23 2139 29 21 25 25 34 20 30 37 28
leaf_count=33 24 20 20 163 22 32 21 26 28 33 28 37 37 35 34 36 21 24 36 23 2139 29 21 25 25 34 20 30 37 28
internal_value=0 9.12392e-08 -1.22707e-06 -4.2121e-07 2.735e-08 4.14773e-10 4.59445e-08 3.70788e-06 -1.56999e-08 9.31154e-07 2.83399e-06 -1.06291e-06 -1.29262e-07 3.315e-07 1.86614e-06 1.12322e-06 3.08547e-06 1.28797e-07 -5.21282e-08 -6.50135e-07 -1.23458e-07 -2.91664e-06 -9.00732e-06 -2.54936e-08 3.02771e-08 8.34972e-08 2.32083e-08 7.67711e-08 2.93151e-06 -1.14925e-08
internal_weight=0 2905 216 196 2881 2861 2839 47 2792 299 153 146 2493 120 92 109 73 52 2456 58 2420 82 53 2338 2313 2288 2254 2234 67 2167
internal_count=3121 2905 216 196 2881 2861 2839 47 2792 299 153 146 2493 120 92 109 73 52 2456 58 2420 82 53 2338 2313 2288 2254 2234 67 2167
is_linear=0
shrinkage=0.1


Tree=6295
num_leaves=31
num_cat=0
split_feature=132 1185 15 1 15 1208 1208 96 1213 1213 1213 1210 15 0 401 42 0 402 43 391 129 128 1213 402 403 15 15 15 484 15
split_gain=2.89761e-08 1.56042e-07 7.42071e-08 3.79997e-08 4.1238e-08 2.8389e-08 3.24051e-08 2.75717e-08 2.84442e-08 2.35744e-07 2.2437e-07 2.77703e-07 7.35063e-08 9.8189e-08 9.58667e-08 6.58054e-08 5.43794e-08 4.73942e-08 3.33559e-07 1.4089e-07 7.19818e-08 5.12816e-08 4.51692e-08 4.87441e-08 8.84988e-08 4.20925e-08 3.30083e-07 1.93272e-07 1.14827e-07 2.59178e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.089625000000000024 -0.089549999999999991 0.12461500000000002 0.10837500000000001 0.090365000000000015 -0.088064999999999991 -0.092319999999999985 -0.085284999999999986 -0.3960249999999999 0.093115000000000017 -0.079634999999999997 0.021890000000000003 0.085010000000000016 -0.085034999999999986 0.10708500000000001 -0.014584999999999999 -0.087114999999999984 -0.04689999999999999 0.11876500000000001 -0.082994999999999985 0.094750000000000015 0.085515000000000022 -0.10203999999999998 -0.10653 -0.099734999999999976 0.10126500000000001 -0.56020999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 8 9 12 -10 -12 13 14 16 -16 -3 19 -19 -13 -21 22 -22 25 -25 26 28 -27 29 -24
right_child=1 5 -4 4 -6 -7 -8 -9 10 -11 11 17 -14 -15 15 -17 -18 18 -20 20 21 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=3.6603354071000168e-07 8.6731129461744178e-06 6.401398057348091e-06 -5.7263448161393179e-06 -4.9397673571795833e-08 -6.3234322499283734e-06 -3.7327975377365874e-06 3.961696492773453e-06 -3.5910613724221022e-06 7.7620075432461922e-06 -9.4408859510998627e-06 -1.0685135187789759e-05 -8.3024260220554435e-06 -3.9370098916565032e-06 6.8538783964938309e-06 -7.3828739289183433e-06 -3.5763213418249507e-07 -6.0701112218979422e-09 -4.5434061670174087e-06 1.0758501330038988e-05 5.95434994898997e-06 4.5418717325612144e-06 4.8810455527101029e-06 1.0950657341037068e-05 -7.7789681623388876e-06 1.2967681998686335e-06 -9.9320007325331976e-06 1.185908477054909e-05 -5.0047739878927568e-08 -6.6207531349589224e-06 1.5423955182562111e-08
leaf_weight=150 21 26 30 22 20 20 21 21 38 29 24 20 33 26 20 40 27 29 28 21 22 22 23 22 21 20 26 1900 23 376
leaf_count=150 21 26 30 22 20 20 21 21 38 29 24 20 33 26 20 40 27 29 28 21 22 22 23 22 21 20 26 1900 23 376
internal_value=0 8.43198e-08 -1.10108e-06 -3.78387e-07 -3.03703e-06 2.16497e-08 4.79229e-08 1.89524e-08 4.58737e-08 -1.10048e-06 1.33987e-07 2.15058e-08 3.05751e-07 1.31303e-06 3.81389e-08 -2.69938e-06 3.13722e-06 1.22156e-07 2.97332e-06 5.70451e-08 1.24569e-07 7.47013e-08 3.12407e-08 -9.91808e-09 -3.34663e-06 5.06726e-08 9.2349e-07 -1.52985e-07 2.49733e-07 6.45776e-07
internal_weight=0 2899 222 192 42 2878 2858 2837 2816 201 2615 2577 172 139 113 60 53 2553 57 2496 2476 2455 2433 2411 43 2368 448 1920 422 399
internal_count=3121 2899 222 192 42 2878 2858 2837 2816 201 2615 2577 172 139 113 60 53 2553 57 2496 2476 2455 2433 2411 43 2368 448 1920 422 399
is_linear=0
shrinkage=0.1


Tree=6296
num_leaves=31
num_cat=0
split_feature=1210 46 44 1428 473 97 374 30 154 471 1429 15 15 9 4 15 10 132 2 0 402 43 15 42 1 9 2 12 12 39
split_gain=2.78695e-08 2.78258e-08 9.12498e-08 3.4461e-08 6.63897e-08 3.32568e-08 5.88315e-08 3.5484e-08 3.33931e-08 3.22317e-08 4.02698e-08 3.70924e-08 1.87388e-07 1.80739e-07 1.86523e-07 7.75201e-07 6.81185e-07 9.2257e-08 7.33154e-08 7.02233e-08 6.99678e-08 8.03374e-08 1.48111e-07 1.16741e-07 7.97169e-08 6.43125e-08 6.39954e-08 5.86266e-08 6.47182e-08 3.64664e-07
threshold=-0.42132499999999995 0.084955000000000017 0.10049500000000001 -0.071779999999999997 -0.072684999999999986 -0.086464999999999986 0.08987500000000001 0.097280000000000019 0.084190000000000001 -0.083284999999999984 0.11475 -0.10203999999999998 -0.099734999999999976 -1.0000000180025095e-35 0.053180000000000012 -0.11033999999999998 -1.0000000180025095e-35 0.10512500000000001 0.084305000000000005 -0.15090499999999998 0.088090000000000016 -0.050459999999999998 -0.41942499999999994 0.091545000000000015 0.13707500000000003 0.08925000000000001 0.11585500000000001 -0.095379999999999979 -0.010834999999999999 0.084020000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6 7 8 9 -7 11 13 -13 -11 15 18 -16 19 -15 26 21 22 -21 24 -23 27 -18 -14 29 -29
right_child=1 2 -4 4 5 6 -8 -9 -10 10 -12 12 25 14 16 -17 17 -19 -20 20 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.3254360860155428e-06 -3.3284295081870144e-06 7.5073699815675364e-06 -1.4044847603145174e-06 5.7129194283334071e-06 -3.8557104447966637e-06 -3.837729607105509e-06 4.2951246035543942e-06 -4.2819090822376895e-06 -3.7701748397012126e-06 9.4178901547267116e-06 3.3280764328304078e-06 -8.9902171746795531e-06 3.8442193360626536e-06 -4.3424670748208886e-06 1.8709195389667665e-05 -1.9441320301152503e-05 -5.4374014326746032e-06 -5.7857589085456723e-06 1.700208315357896e-06 1.2830558903585501e-07 -2.6207323571725285e-06 5.251421079875955e-06 1.1520132480654866e-05 -3.8603409455889402e-06 -1.9229632752761801e-06 5.2724141730984483e-06 7.3450930163484631e-07 -1.4810760405907785e-05 -9.6081090589936419e-08 -5.4863156510161819e-08
leaf_weight=25 32 20 27 20 23 22 31 20 24 23 36 24 36 25 22 23 28 22 102 21 28 59 25 31 21 22 42 20 2164 103
leaf_count=25 32 20 27 20 23 22 31 20 24 23 36 24 36 25 22 23 28 22 102 21 28 59 25 31 21 22 42 20 2164 103
internal_value=0 -2.68502e-08 2.38779e-06 -6.40717e-08 -2.94481e-08 -6.77689e-08 -3.84741e-08 -8.41219e-08 -5.53995e-08 -2.46459e-08 4.51222e-09 -3.76026e-08 -1.98888e-07 7.719e-07 3.29009e-07 -2.54861e-06 1.77263e-06 4.27486e-07 5.10705e-07 9.63531e-07 1.98431e-06 2.8056e-06 6.31952e-06 1.34938e-06 3.36815e-06 -1.08913e-07 -1.73425e-06 -1.59877e-07 -2.22906e-07 -2.4542e-06
internal_weight=0 3096 47 3049 3017 2997 2974 2943 2923 2899 2877 2841 2369 472 449 150 299 277 127 255 185 157 46 111 80 2345 70 2323 2287 123
internal_count=3121 3096 47 3049 3017 2997 2974 2943 2923 2899 2877 2841 2369 472 449 150 299 277 127 255 185 157 46 111 80 2345 70 2323 2287 123
is_linear=0
shrinkage=0.1


Tree=6297
num_leaves=31
num_cat=0
split_feature=44 46 1429 156 11 12 155 1 1 484 40 15 16 2 52 4 123 1184 15 2 15 12 49 49 133 15 3 133 12 13
split_gain=2.65582e-08 9.4488e-08 5.83553e-08 8.30233e-08 4.01376e-08 1.42904e-07 8.10939e-08 3.5431e-08 1.71655e-07 1.08606e-07 2.84011e-07 1.0069e-07 6.66048e-08 4.60159e-08 8.95188e-08 7.17342e-08 6.50008e-08 4.8449e-08 5.36362e-08 3.95228e-07 1.92833e-07 6.73393e-08 6.66398e-08 9.18578e-08 1.21685e-07 7.28645e-08 6.88745e-08 6.47041e-08 1.11541e-07 1.18998e-07
threshold=0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.092630000000000018 0.10227500000000002 0.12862000000000004 0.13534000000000004 0.13756000000000004 0.090535000000000018 -0.07632499999999999 -0.43375999999999998 -0.11118499999999999 0.13404500000000005 -1.0000000180025095e-35 0.09173000000000002 0.10274500000000002 0.088135000000000019 -0.10203999999999998 -0.0050599999999999994 -0.099734999999999976 -0.095379999999999979 0.10969000000000002 0.09567500000000001 -0.14717499999999997 -0.13843999999999998 -0.071799999999999989 -0.081654999999999991 0.08401500000000002 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 13 -9 10 -10 -12 -13 16 15 -15 17 18 19 -4 -20 -22 23 24 -21 -24 -25 -26 -29 -30
right_child=1 -3 3 -5 5 -7 -8 8 9 -11 11 12 -14 14 -16 -17 -18 -19 20 22 21 -23 25 26 27 -27 -28 28 29 -31
leaf_value=-5.4204936805035687e-06 7.5837235090148167e-06 -1.4157038289600419e-06 1.2836187207304411e-05 6.4206171919067854e-06 -7.8585645512467986e-06 9.3335614720074902e-07 4.5460897185059884e-06 -8.9256572104764378e-06 1.0480700127747975e-05 -5.628265476989977e-06 -7.4761948737778727e-06 4.5281417260412122e-06 -2.1178741504675263e-06 1.9466402904824996e-06 -5.5933395354183333e-07 9.6209508098711789e-06 -5.3355559578488723e-06 -4.2913594160591647e-06 -9.233759998966454e-06 6.9333418014139167e-06 4.5978763233917208e-06 -9.5319857717434914e-08 3.5795141126153533e-07 -8.5882249658939349e-07 -5.4698093245643459e-06 7.9869769186708648e-06 -8.7798610062842886e-06 -2.3466311781300614e-06 7.3780867941931166e-06 -8.714271448045313e-07
leaf_weight=20 20 28 27 20 29 51 39 26 26 28 21 25 38 29 60 21 23 26 23 25 31 2217 31 23 23 21 21 79 34 36
leaf_count=20 20 28 27 20 29 51 39 26 26 28 21 25 38 29 60 21 23 26 23 25 31 2217 31 23 23 21 21 79 34 36
internal_value=0 2.33406e-06 -3.64669e-08 -1.19647e-09 -4.35427e-08 -2.25372e-06 1.63332e-08 -4.42915e-08 -1.47217e-06 -6.78913e-08 1.34748e-06 -1.47947e-06 5.19434e-07 4.0862e-08 2.04484e-06 5.16985e-06 -4.26371e-08 3.88075e-09 4.69823e-08 1.25906e-06 -1.23807e-07 -3.06005e-08 1.92221e-07 -5.08309e-07 4.14354e-07 3.4389e-06 -4.63932e-06 -5.33174e-07 2.28857e-07 3.13548e-06
internal_weight=0 48 3073 3053 3033 80 2953 2914 164 138 110 84 63 2750 110 50 2640 2617 2591 320 2271 2248 293 241 197 52 44 172 149 70
internal_count=3121 48 3073 3053 3033 80 2953 2914 164 138 110 84 63 2750 110 50 2640 2617 2591 320 2271 2248 293 241 197 52 44 172 149 70
is_linear=0
shrinkage=0.1


Tree=6298
num_leaves=31
num_cat=0
split_feature=1213 481 42 2 484 157 481 160 1455 1456 1454 1456 1455 2 15 15 0 484 484 159 13 160 475 1456 1447 43 4 3 4 157
split_gain=2.74152e-08 2.56789e-08 2.14586e-07 4.07615e-07 5.12037e-07 1.98137e-07 3.88693e-08 1.11187e-07 3.33715e-08 8.90565e-08 1.73463e-07 9.56552e-08 4.18314e-08 1.09266e-07 3.04277e-07 1.66029e-07 8.35662e-08 5.71844e-08 1.30085e-07 1.79407e-07 1.60212e-07 1.16037e-07 7.60473e-08 1.24902e-07 7.26926e-08 1.70255e-07 7.40815e-08 9.26396e-08 7.9798e-08 1.97925e-07
threshold=0.51370000000000016 -0.086484999999999992 0.091205000000000008 0.083935000000000023 -0.081614999999999979 -0.081579999999999986 -0.08347499999999998 -0.019279999999999995 -0.24112999999999998 -0.15308499999999997 0.097395000000000023 -0.091834999999999986 0.0034400000000000008 0.10402500000000002 -0.091604999999999978 -0.066844999999999988 -0.073574999999999988 -0.0095549999999999993 -0.017214999999999998 -0.092414999999999983 -0.077799999999999994 -0.088244999999999976 -0.06562999999999998 0.11253500000000001 -0.082344999999999988 -0.080554999999999974 -0.50940999999999981 -0.098469999999999988 -0.50052499999999989 -0.00078499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -3 -8 10 -10 -11 17 14 -14 -16 -17 18 19 20 -13 -21 -23 -24 25 -19 27 -26 29 -28
right_child=-2 6 -4 4 -6 -7 8 -9 9 11 -12 12 13 -15 15 16 -18 24 -20 21 -22 22 23 -25 26 -27 28 -29 -30 -31
leaf_value=-9.4052595607215207e-06 3.6904991338815311e-06 -8.0337018268685589e-06 1.032881440013708e-05 4.9833009370559013e-06 1.7376735318066494e-05 -8.9242276685365056e-06 3.1249973427761825e-06 2.1390922137513936e-06 -1.143967308507854e-05 6.2837962256404967e-06 9.4773155045511614e-07 1.0837711794341555e-05 1.3364010257409183e-05 -3.1175628958566762e-06 -7.3038924472798723e-06 7.0755791228911449e-07 8.293751689052442e-06 1.9082267855359849e-06 -8.9723952586692494e-06 -9.5135236642818205e-06 -1.5287625456039678e-06 3.3990287524450956e-06 -1.0050955593894672e-06 -9.6842227139859464e-06 1.202436590994274e-06 -1.0545579386546576e-05 1.1107503666029186e-05 -6.6310696850122345e-06 7.449466963509949e-08 -2.1597505940957014e-06
leaf_weight=34 20 22 22 20 20 21 33 21 20 24 26 22 23 38 21 53 20 23 22 20 20 27 97 20 26 21 22 36 2304 23
leaf_count=34 20 22 22 20 20 21 33 21 20 24 26 22 23 38 21 53 20 23 22 20 20 27 97 20 26 21 22 36 2304 23
internal_value=0 -2.37992e-08 1.42946e-06 -6.31441e-07 4.25888e-06 -2.14007e-06 -8.07803e-08 -3.06559e-06 -3.71397e-08 -7.30237e-08 -4.4381e-06 -2.86529e-09 -5.60294e-08 1.54128e-06 3.05441e-06 5.3185e-07 2.78597e-06 -1.48308e-07 -1.66322e-06 -8.82626e-07 4.94891e-06 -2.37607e-06 -1.38476e-06 -2.48871e-06 -7.61571e-09 -4.03564e-06 6.58944e-08 -3.34605e-06 1.5595e-07 4.32646e-06
internal_weight=0 3101 117 95 61 41 2984 43 2941 2908 46 2862 2838 155 117 94 73 2683 228 206 42 164 144 117 2455 44 2411 62 2349 45
internal_count=3121 3101 117 95 61 41 2984 43 2941 2908 46 2862 2838 155 117 94 73 2683 228 206 42 164 144 117 2455 44 2411 62 2349 45
is_linear=0
shrinkage=0.1


Tree=6299
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 2 1429 475 1429 4 16 0 16 2 1 50 4 4 130 13 1447 1447 13 1444 1375 13 484 133 13 133 151
split_gain=2.82133e-08 5.42063e-08 4.12939e-08 2.84373e-08 9.72073e-08 3.70372e-08 4.81834e-08 5.67142e-08 3.71207e-08 7.92181e-08 1.4882e-07 1.31523e-07 9.79625e-08 1.41213e-07 7.1263e-08 7.01442e-08 5.37037e-08 5.42976e-08 4.41693e-08 9.75769e-08 1.63848e-07 2.74631e-07 1.87029e-07 9.4634e-08 1.72503e-07 3.01177e-07 4.00795e-07 2.68218e-07 1.58228e-07 1.51895e-07
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.060529999999999994 0.08734500000000002 -0.0091699999999999993 0.051590000000000004 0.12387000000000002 -0.15289999999999995 0.38525000000000004 0.041630000000000007 0.19444000000000003 0.082850000000000021 0.084785000000000013 0.091320000000000012 -0.14098499999999997 -0.10429499999999998 -0.22699999999999995 -0.084034999999999985 -0.086359999999999978 -0.080594999999999986 -0.081659999999999996 -0.066134999999999985 0.084665000000000018 -0.08645499999999999 0.086135000000000017 0.090445000000000011 -0.085669999999999982 0.10397500000000001 -0.064119999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 8 9 10 12 -12 -7 -14 -15 -10 -17 -18 23 -20 21 -21 -22 24 28 26 27 -26 -19 -27
right_child=1 2 3 5 -6 6 -8 -9 15 -11 11 -13 13 14 -16 16 17 18 19 20 22 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-3.4154300578848051e-06 4.86308750505091e-06 -4.05734464948182e-06 6.9512199779637748e-06 -3.9327463241534133e-06 -1.1657330674097466e-06 -2.8135023319464385e-06 3.5032349352639782e-06 -5.213161063823334e-06 -5.4836029929579893e-06 5.9274576253829439e-06 -1.2051403150268781e-09 -8.1263331918745711e-06 1.2006888365639108e-05 6.447761530659551e-06 -1.0059173197579844e-06 4.5598952056025153e-06 -4.8316094980312606e-06 -4.3698996290211912e-07 5.8784823005453294e-06 2.1494968314073051e-06 9.6741838032834327e-06 -1.2395871467392513e-05 1.7855497754727277e-07 4.344983431615724e-06 -1.1515810065394626e-05 9.7345041112717476e-06 -1.929654677041981e-05 -3.1785209500043678e-07 8.2011424348655225e-06 -2.0653680574393245e-06
leaf_weight=24 23 25 25 24 36 20 39 21 24 31 76 27 21 23 29 25 24 587 30 25 21 27 1692 36 31 20 20 69 22 24
leaf_count=24 23 25 25 24 36 20 39 21 24 31 76 27 21 23 29 25 24 587 30 25 21 27 1692 36 31 20 20 69 22 24
internal_value=0 2.64623e-08 -9.72582e-09 2.34623e-08 2.16089e-06 -2.01732e-08 1.15075e-08 -3.50489e-08 2.39617e-09 1.23018e-06 4.87239e-07 -2.13109e-06 3.38711e-06 5.08591e-06 2.2909e-06 -1.01715e-07 -5.30287e-08 -9.69112e-08 -5.32734e-08 2.23218e-07 1.27094e-07 -5.40291e-06 2.94964e-07 -6.66749e-07 -9.00155e-07 -3.77885e-06 -6.37377e-06 -3.78922e-06 -1.24939e-07 3.29821e-06
internal_weight=0 3097 3074 3049 61 2988 2964 2925 2904 227 196 103 93 73 52 2677 2653 2628 2604 1795 1765 52 1713 809 773 164 120 100 609 44
internal_count=3121 3097 3074 3049 61 2988 2964 2925 2904 227 196 103 93 73 52 2677 2653 2628 2604 1795 1765 52 1713 809 773 164 120 100 609 44
is_linear=0
shrinkage=0.1


Tree=6300
num_leaves=31
num_cat=0
split_feature=43 130 42 47 2 47 43 484 1 12 47 4 2 131 402 2 4 1213 0 403 401 1212 1209 132 15 1185 2 51 12 12
split_gain=2.73163e-08 4.66532e-08 3.87597e-08 2.8909e-08 3.02901e-07 9.25567e-08 4.25843e-08 4.85124e-08 6.40438e-08 1.57697e-07 1.16667e-07 7.67004e-08 4.66808e-08 3.96919e-08 4.32606e-08 1.90973e-07 7.29446e-07 4.54145e-07 9.57859e-07 2.44022e-07 1.36212e-07 5.70446e-07 6.90112e-08 4.39321e-08 8.84113e-07 3.81013e-07 1.12777e-07 4.10523e-08 1.28355e-07 3.43658e-07
threshold=-0.53814999999999991 -0.22699999999999995 0.15432000000000004 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.087324999999999986 -0.078424999999999981 0.099990000000000009 0.083370000000000014 0.10589000000000001 0.08184000000000001 0.11704500000000001 0.13767000000000004 0.10708500000000001 0.083715000000000026 -0.079764999999999989 -0.083944999999999978 -0.082724999999999979 0.31327500000000003 0.10022000000000002 -0.092474999999999988 -0.087199999999999986 -0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.083795000000000022 0.082455000000000014 0.096075000000000008 0.093965000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 13 -6 -8 9 -9 -10 -12 -13 14 20 16 -16 19 -19 -17 22 -22 -3 24 26 -25 -24 -27 29 -29
right_child=1 2 -4 4 6 -7 7 8 10 -11 11 12 -14 -15 15 17 -18 18 -20 -21 21 -23 23 25 -26 27 -28 28 -30 -31
leaf_value=2.8618504261017236e-06 -4.422359359068651e-06 5.5168507811765231e-06 3.9252268197742526e-06 -1.2838533020840261e-05 -2.5422199678359903e-06 6.5397485284082996e-06 -2.8750571309980224e-06 -8.4383443167594535e-06 9.0124882169882106e-06 1.4375116093180595e-06 3.5540592715074915e-06 9.912005413658836e-07 -4.9709444624568284e-06 -4.2031337732789161e-06 2.1470814745043753e-05 1.4173498743188941e-05 -3.7261738961441792e-06 -2.3155885583037164e-05 4.515154900030305e-06 3.0056859614546741e-07 7.4307208160462336e-06 -1.4851539624403273e-05 -7.8344272332114566e-06 -1.3845514386048308e-05 2.1324610313513406e-05 -1.623648129635104e-07 5.1179835464725165e-08 1.1677732158682717e-06 5.5518102848904133e-06 -1.2120044773057868e-05
leaf_weight=33 24 23 25 20 60 22 38 22 22 61 58 29 24 22 20 21 27 22 29 32 20 27 21 20 20 1906 133 266 53 21
leaf_count=33 24 23 25 20 60 22 38 22 22 61 58 29 24 22 20 21 27 22 29 32 20 27 21 20 20 1906 133 266 53 21
internal_value=0 -3.05753e-08 3.82507e-09 -2.84339e-08 -9.06165e-07 7.9944e-08 -1.46141e-07 4.19861e-07 9.99523e-07 -1.18019e-06 2.35979e-06 1.04124e-06 -1.70864e-06 2.6975e-08 6.19477e-08 1.70584e-06 6.99595e-06 -6.84888e-07 -7.42137e-06 5.79739e-06 -3.69476e-08 -5.36973e-06 6.48148e-08 1.34226e-08 1.54469e-06 -1.04159e-07 -1.02413e-06 1.82036e-08 1.03045e-06 1.95494e-07
internal_weight=0 3088 3064 3039 334 2705 314 254 216 83 133 111 53 2683 2661 151 47 104 51 53 2510 47 2463 2440 174 2266 154 2246 340 287
internal_count=3121 3088 3064 3039 334 2705 314 254 216 83 133 111 53 2683 2661 151 47 104 51 53 2510 47 2463 2440 174 2266 154 2246 340 287
is_linear=0
shrinkage=0.1


Tree=6301
num_leaves=31
num_cat=0
split_feature=130 2 1213 1210 1210 16 2 4 1213 1213 16 15 1447 1447 481 42 160 403 16 1447 50 1212 133 52 1213 16 160 160 1447 1447
split_gain=3.17553e-08 5.30528e-08 3.13801e-08 2.34472e-07 2.1453e-07 3.80765e-07 1.32607e-07 3.31842e-07 2.86444e-07 9.92596e-08 5.65497e-08 5.68668e-08 5.08603e-08 5.59643e-07 2.6185e-07 2.4803e-07 2.26825e-07 9.96377e-08 2.2684e-07 5.47013e-08 4.85237e-08 4.69624e-08 9.41168e-08 7.88963e-08 7.24713e-08 6.03261e-08 3.78987e-08 4.60161e-08 7.49215e-08 6.28111e-08
threshold=-0.23123999999999997 0.31358000000000003 -0.088064999999999991 -0.091799999999999979 -0.13847499999999999 -0.080954999999999985 0.084715000000000013 -0.080924999999999983 -0.10863999999999999 -0.086394999999999986 -0.090764999999999985 0.088850000000000012 -0.085684999999999997 -0.086279999999999982 -0.086354999999999987 0.086950000000000013 -0.090764999999999985 -0.53762499999999991 -0.077589999999999978 -0.084334999999999979 0.093680000000000013 -0.063924999999999996 -0.025314999999999994 0.087555000000000008 -0.083944999999999978 -0.088159999999999988 -0.54913999999999985 -0.53327999999999987 -0.082229999999999984 -0.079809999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 8 -8 20 -6 -9 -12 13 14 -11 16 -16 18 -14 -19 -5 22 25 -24 -23 -21 -26 -28 -29 -30
right_child=1 -3 4 6 9 -7 7 10 -10 12 11 -13 17 -15 15 -17 -18 19 -20 21 -22 24 23 -25 26 -27 27 28 29 -31
leaf_value=3.7020108088061379e-06 -1.0055475640167692e-05 -4.2123443017771934e-06 1.5946755927317374e-05 -1.8546096891275906e-06 -5.829451442721244e-06 -2.4550013553049545e-06 1.1065047260672145e-05 2.2757075475965395e-06 -1.3404463318238412e-05 -1.0346500270632375e-05 1.0078466232243956e-07 -6.7139931047677244e-06 1.5081352675797125e-06 1.7339506360940504e-05 -9.2103417879722361e-06 1.0253637377862408e-05 3.8326037959753498e-06 5.2528766673276555e-06 -1.2349507601140345e-05 2.7699393831426283e-06 4.2084265673607163e-06 -5.9238351674312509e-06 1.5317560961524247e-06 1.0209893971477869e-05 3.1092903100216064e-06 -4.9970459656378814e-06 -3.7821386321683572e-06 4.8619674940240543e-06 -5.5308630094043022e-06 -3.7656413288918133e-08
leaf_weight=23 26 30 23 33 29 22 31 30 20 23 25 24 27 20 24 24 30 20 21 20 22 21 22 20 38 20 33 31 21 2368
leaf_count=23 26 30 23 33 29 22 31 30 20 23 25 24 27 20 24 24 30 20 21 20 22 21 22 20 38 20 33 31 21 2368
internal_value=0 -2.74893e-08 1.34317e-08 -1.1634e-06 1.00345e-07 6.95034e-06 8.62998e-08 2.29701e-06 -3.15608e-06 -9.27452e-09 -1.14361e-06 -3.23707e-06 5.13741e-08 2.05651e-06 -9.69825e-07 1.79509e-06 -1.96426e-06 -3.97685e-08 -4.55458e-06 4.31355e-08 5.70605e-07 2.96792e-09 2.35798e-06 5.6642e-06 -7.39075e-08 -1.11355e-06 -2.45906e-08 -7.31382e-08 -2.2561e-08 -8.59433e-08
internal_weight=0 3098 3068 211 2857 45 185 110 75 2812 79 49 2783 121 101 78 54 2662 48 2614 55 2594 82 42 2512 40 2491 2453 2420 2389
internal_count=3121 3098 3068 211 2857 45 185 110 75 2812 79 49 2783 121 101 78 54 2662 48 2614 55 2594 82 42 2512 40 2491 2453 2420 2389
is_linear=0
shrinkage=0.1


Tree=6302
num_leaves=31
num_cat=0
split_feature=394 3 1213 1446 12 133 481 133 1447 481 52 12 133 1 403 42 16 0 43 43 402 15 12 16 13 13 43 43 1210 4
split_gain=2.87924e-08 1.91712e-07 2.75916e-08 2.69375e-07 1.12524e-07 1.88887e-07 9.48623e-08 4.34212e-07 5.32151e-07 3.61745e-07 8.63649e-08 2.11317e-07 3.16125e-07 8.32428e-08 7.70445e-08 9.78931e-08 5.33044e-08 4.98161e-08 4.24404e-08 1.97302e-07 1.73465e-07 7.45627e-08 2.99555e-07 1.59255e-07 9.1853e-08 1.01198e-07 4.94379e-08 7.47703e-08 1.10987e-07 3.69306e-07
threshold=0.013605000000000001 -0.083489999999999995 0.04198000000000001 0.083715000000000026 0.085325000000000012 -0.065894999999999981 -0.086729999999999988 0.087495000000000003 0.050705000000000007 -0.085629999999999984 0.10611000000000001 0.087445000000000009 -0.019454999999999997 0.085605000000000014 -0.028309999999999998 0.093505000000000019 -0.088909999999999989 -0.082009999999999986 0.060960000000000007 0.055925000000000009 -0.45015499999999992 0.082685000000000022 0.087075000000000014 -0.072804999999999981 -0.039649999999999998 -0.049279999999999997 0.0061450000000000003 0.0034250000000000005 -0.13847499999999999 -0.081114999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -4 7 8 13 -8 11 12 -6 -1 15 16 -13 -18 19 20 -11 -20 -23 24 25 -24 27 28 29 -22
right_child=1 -3 3 -5 10 -7 9 -9 -10 18 -12 14 -14 -15 -16 -17 17 -19 21 -21 26 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.8032077386465062e-06 6.5526557627412049e-06 -4.8635932477244148e-06 1.5610359083518196e-06 1.209374197969737e-05 -7.1727876246541203e-07 -1.1726874258783937e-05 -1.3646406014231617e-05 1.5674791583954912e-05 -1.374481079107103e-05 -8.0663298376748581e-06 -4.7090329516045722e-06 -4.1446129801313098e-06 1.7062614260794363e-05 9.7046075961770852e-06 3.635250730463955e-06 -7.7140199556154031e-06 5.4094349128387302e-06 -1.0010317181594371e-06 -5.3642885851598778e-08 8.6621485864340615e-06 1.3423578282830326e-05 -1.4050492177916786e-05 2.8667335027421362e-06 -7.7780047467967962e-06 6.8703977831319207e-06 -6.1843333328613965e-06 2.7145497751217384e-06 -5.0418323523141834e-06 -1.1894914349289906e-07 -4.513651691178728e-06
leaf_weight=40 38 24 23 20 20 20 20 21 22 27 23 21 20 20 38 21 22 27 201 26 24 21 30 25 22 21 65 30 2167 22
leaf_count=40 38 24 23 20 20 20 20 21 22 27 23 21 20 20 38 21 22 27 201 26 24 21 30 25 22 21 65 30 2167 22
internal_value=0 2.13346e-06 -4.32459e-08 9.52659e-07 4.48187e-09 -4.61939e-06 -1.33815e-07 2.84471e-06 -4.41041e-07 -2.47398e-07 1.04004e-06 1.82245e-06 8.17267e-06 4.43701e-06 -1.46605e-07 -1.72584e-06 7.0612e-08 1.87714e-06 -1.47443e-07 -9.66341e-10 -9.74293e-08 -1.22817e-06 -3.21202e-06 -8.89493e-07 1.46959e-06 -8.60176e-07 -4.20558e-09 -8.29925e-08 -1.57692e-08 4.8449e-06
internal_weight=0 62 3059 255 235 43 2804 103 82 2701 192 169 40 60 129 91 70 49 2681 2361 2335 320 119 98 73 51 2308 2243 2213 46
internal_count=3121 62 3059 255 235 43 2804 103 82 2701 192 169 40 60 129 91 70 49 2681 2361 2335 320 119 98 73 51 2308 2243 2213 46
is_linear=0
shrinkage=0.1


Tree=6303
num_leaves=31
num_cat=0
split_feature=1429 156 11 52 155 142 11 33 47 9 47 1366 147 131 48 457 457 1348 457 1 1 47 0 1 457 457 0 481 484 12
split_gain=2.85909e-08 7.39915e-08 3.3227e-08 1.26295e-07 6.12897e-08 3.5225e-08 4.64645e-08 8.83384e-08 4.50887e-08 3.29352e-07 2.84927e-07 5.23608e-08 5.15014e-08 4.97757e-08 5.83351e-08 8.96007e-08 7.30711e-08 7.54978e-08 9.70153e-08 5.58104e-08 4.20105e-07 2.66453e-07 1.44387e-07 1.37052e-07 1.29634e-07 1.02911e-07 1.09842e-07 9.84505e-08 3.49418e-07 2.30949e-07
threshold=-0.23752499999999996 0.32523500000000005 0.092630000000000018 -0.24456499999999998 0.12862000000000004 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.09055500000000001 0.096475000000000019 -0.082814999999999986 0.099230000000000013 0.13857500000000003 0.12879500000000002 0.41022000000000008 0.11577000000000001 0.087065000000000017 0.097000000000000017 0.094090000000000021 0.093400000000000025 0.088195000000000009 -0.20211999999999997 0.092390000000000014 0.085360000000000005 0.064110000000000014 -0.17169499999999996 -0.086484999999999992 -0.081614999999999979 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -7 -8 9 11 -10 -9 13 14 15 16 17 18 19 20 23 22 -21 24 25 26 -13 28 29 -28
right_child=1 -3 3 -5 -6 6 7 8 10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-3.5922565829919634e-06 4.1710370760483781e-06 6.0882462048539319e-06 -8.4810139173638085e-06 3.765381196293068e-07 3.9788253091571205e-06 -4.0941226282192086e-06 -6.1738197789805868e-06 4.500202238397413e-06 1.2440323739935724e-05 -1.0503654430920051e-05 3.6475761609246834e-07 6.3072820670766243e-06 3.9142151473986981e-06 -5.0310625192651062e-06 -5.1486190541667884e-06 5.8630135500747064e-06 -5.6484837050843254e-06 5.9846028729485368e-06 -6.2343977706404985e-06 -8.5299434171507267e-06 1.4689101949443284e-05 -1.1950900138149987e-05 -4.0690284529769987e-08 -6.2688023028771798e-06 5.5343413208674978e-06 -5.4326679463828801e-06 -8.1596253376119429e-06 -7.8491053904182622e-08 1.3102795862078682e-05 4.03498636221296e-06
leaf_weight=22 20 20 22 60 39 28 23 26 21 30 281 29 33 20 22 26 23 21 25 21 20 21 436 33 45 33 25 1629 26 41
leaf_count=22 20 20 22 60 39 28 23 26 21 30 281 29 33 20 22 26 23 21 25 21 20 21 436 33 45 33 25 1629 26 41
internal_value=0 2.54921e-08 -1.38892e-08 -1.99988e-06 4.04488e-08 -1.1477e-08 -3.99489e-08 -9.39661e-10 4.82381e-08 -8.68396e-08 1.20445e-06 3.54714e-08 -1.04294e-08 -6.23177e-08 -2.21824e-08 2.37758e-08 -3.87531e-08 1.48951e-08 -3.76904e-08 2.79805e-08 2.73176e-07 -9.36901e-07 -4.30787e-07 1.1825e-07 2.33552e-07 9.97688e-08 2.04095e-07 1.01252e-07 3.28387e-06 -5.84185e-07
internal_weight=0 3099 3079 82 2997 2958 2938 2910 2887 2585 302 2555 2529 2496 2476 2454 2428 2405 2384 2359 1881 478 457 1861 1828 1783 1750 1721 92 66
internal_count=3121 3099 3079 82 2997 2958 2938 2910 2887 2585 302 2555 2529 2496 2476 2454 2428 2405 2384 2359 1881 478 457 1861 1828 1783 1750 1721 92 66
is_linear=0
shrinkage=0.1


Tree=6304
num_leaves=31
num_cat=0
split_feature=472 1429 1425 52 2 3 481 43 481 2 2 1455 482 49 2 52 12 1447 1453 1455 160 1 0 42 160 52 52 132 43 394
split_gain=3.06591e-08 4.81211e-08 3.57151e-08 4.61426e-08 1.00178e-07 6.73654e-08 3.06819e-08 9.79175e-08 8.56763e-08 2.86692e-07 3.34254e-08 1.06222e-07 8.56917e-08 9.11013e-08 5.73523e-07 2.97421e-07 2.41018e-07 2.07902e-07 2.0689e-07 1.29413e-07 9.64774e-08 1.63607e-07 2.08323e-07 1.23893e-07 1.23222e-07 1.14783e-07 1.71431e-07 1.10112e-07 8.43664e-07 4.06366e-07
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.55692499999999978 0.10527500000000002 -0.086274999999999977 -0.15265499999999996 -0.076124999999999984 -0.086484999999999992 0.083935000000000023 0.087625000000000022 -0.097209999999999977 0.11117500000000001 0.08610000000000001 0.087015000000000023 -0.026204999999999996 0.084595000000000017 -0.085709999999999995 -0.079219999999999985 0.08950000000000001 -0.090764999999999985 0.10254500000000001 -0.084269999999999984 0.086325000000000013 -0.087874999999999995 0.10611000000000001 0.092965000000000006 -0.083284999999999984 -0.011694999999999999 0.0066850000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -5 9 -8 11 -10 13 17 15 -15 -17 -13 -19 20 21 22 23 -20 -22 26 27 28 -26 -29
right_child=1 2 -4 6 -6 -7 8 -9 10 -11 -12 12 -14 14 -16 16 -18 18 19 -21 24 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-3.5603920499246069e-06 4.5846567267606435e-06 -3.9513603393391929e-06 -3.9323361544001783e-06 -7.7342214899545061e-06 8.5450052665692059e-06 3.5673127390859572e-06 -2.8169629923342717e-06 2.1611073235305869e-06 -6.0345418170562396e-06 1.179592423432041e-05 -3.8749145127718826e-07 -7.4088614825187604e-06 6.2188418551158982e-06 7.0632604210577144e-06 1.7416922963775507e-05 -1.3612048981702754e-05 1.555774397274945e-06 1.0143002033319569e-05 6.6709813389589455e-06 -6.9891804942017189e-06 -7.6121918720586806e-06 -1.5612406262702511e-06 1.4399625762875769e-05 -3.5597735593739804e-06 1.7458718770254125e-05 -7.0110692335716026e-06 8.0038202733183951e-06 5.4106641027324374e-08 -3.1527770282818458e-06 -1.403555343131302e-05
leaf_weight=24 23 22 23 20 20 26 29 20 26 25 1553 36 25 27 22 22 20 21 29 25 21 47 21 20 29 22 28 811 63 21
leaf_count=24 23 22 23 20 20 26 29 20 26 25 1553 36 25 27 22 22 20 21 29 25 21 47 21 20 29 22 28 811 63 21
internal_value=0 2.75904e-08 -6.50603e-09 2.30889e-08 2.59883e-06 1.21254e-07 -3.56273e-08 -2.78656e-06 1.7622e-09 3.94826e-06 -7.20042e-08 2.94726e-07 4.20345e-07 3.07534e-07 3.35748e-06 -1.12524e-06 -6.38928e-06 7.50842e-08 3.07746e-07 1.26092e-07 2.86058e-07 3.00237e-06 6.0665e-06 2.49516e-06 -3.33476e-08 1.30057e-07 2.95083e-07 6.14846e-08 3.34432e-06 -3.01522e-07
internal_weight=0 3097 3074 3051 68 48 2983 40 2943 54 2889 1336 1310 1285 91 69 42 1194 1158 1137 1112 117 70 49 995 974 952 924 92 832
internal_count=3121 3097 3074 3051 68 48 2983 40 2943 54 2889 1336 1310 1285 91 69 42 1194 1158 1137 1112 117 70 49 995 974 952 924 92 832
is_linear=0
shrinkage=0.1


Tree=6305
num_leaves=31
num_cat=0
split_feature=394 3 1429 156 156 51 1425 1213 160 12 43 402 4 403 1204 1203 390 393 129 15 15 1210 1456 15 1452 13 52 159 2 52
split_gain=3.60055e-08 1.66143e-07 2.88162e-08 6.81229e-08 3.21422e-08 4.79214e-08 3.48654e-08 2.88696e-08 1.40652e-07 2.15206e-07 1.33457e-07 2.6923e-07 8.9452e-08 1.80245e-07 3.506e-08 4.45703e-08 3.41023e-08 5.24051e-08 4.24695e-08 3.48842e-08 3.51617e-07 2.1017e-07 1.77225e-07 2.31191e-07 2.07793e-07 1.34321e-07 9.1515e-08 1.08582e-07 1.37301e-07 4.02952e-07
threshold=0.013605000000000001 -0.083489999999999995 -0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.084940000000000015 0.08593000000000002 -0.025879999999999997 0.085955000000000018 -0.0098449999999999979 -0.0088649999999999979 -0.082594999999999988 -0.014954999999999998 0.057120000000000011 -1.0000000180025095e-35 0.087590000000000015 -0.088754999999999987 0.11424000000000001 0.085550000000000015 0.086085000000000009 -0.089089999999999989 0.085790000000000019 0.087260000000000018 0.083330000000000015 -0.0087749999999999981 0.5140450000000002 -0.10909999999999999 0.090425000000000019 0.17829500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 14 -9 -10 11 -11 -12 -14 15 -4 17 -17 19 21 -21 -19 23 25 26 -22 27 -25 -29 -30
right_child=1 -3 3 -5 5 -7 -8 8 9 10 12 -13 13 -15 -16 16 -18 18 -20 20 22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-3.6544739042586692e-06 6.4997365861448716e-06 -4.1279707602370768e-06 4.2785132909952869e-06 5.794736346160789e-06 8.3770674071577877e-07 -5.6421266690449561e-06 3.2628170231419063e-06 8.8644875709016048e-06 -7.6279014357514195e-06 -1.4481983147230826e-06 4.7353771473505427e-06 1.4196439273787705e-05 -6.9633959747584919e-06 4.2245450070292161e-06 -4.3071985703591053e-06 -4.650332314563107e-06 2.9591385370102738e-06 9.8360637077183308e-06 -4.7296411958086539e-06 -1.2598971765479897e-05 1.2012783827231033e-05 5.5422235706508024e-09 -7.2210034617065895e-06 -5.9049126377885843e-06 7.2609873327702662e-06 1.6383529380338868e-06 5.7470031561024378e-06 -1.9888952040764423e-06 -1.7676826082472819e-07 1.4829208148512408e-05
leaf_weight=22 38 24 23 20 21 25 32 21 29 22 24 22 36 24 20 26 35 22 20 24 24 1898 35 44 33 26 20 321 170 20
leaf_count=22 38 24 23 20 21 25 32 21 29 22 24 22 36 24 20 26 35 22 20 24 24 1898 35 44 33 26 20 321 170 20
internal_value=0 2.38579e-06 -4.83562e-08 -2.22335e-08 -6.07948e-08 -2.68394e-06 -2.01806e-08 -5.59261e-08 1.17844e-06 1.5037e-07 1.91263e-06 6.37412e-06 -4.24335e-07 -2.48822e-06 -1.35505e-07 -1.05066e-07 -1.4216e-07 -1.82617e-07 -1.38898e-07 -1.0408e-07 -6.99263e-07 1.18184e-07 -2.87152e-07 8.16697e-08 -4.55864e-07 6.61808e-06 -8.98744e-07 -1.13823e-06 -7.27792e-07 1.40281e-06
internal_weight=0 62 3059 3037 3017 46 2971 2939 178 157 128 44 84 60 2761 2741 2718 2683 2657 2637 717 1920 693 658 608 50 575 555 511 190
internal_count=3121 62 3059 3037 3017 46 2971 2939 178 157 128 44 84 60 2761 2741 2718 2683 2657 2637 717 1920 693 658 608 50 575 555 511 190
is_linear=0
shrinkage=0.1


Tree=6306
num_leaves=31
num_cat=0
split_feature=132 394 1203 13 16 1213 2 12 472 475 1373 150 1374 12 130 403 3 42 42 42 160 47 47 1 1 157 49 475 4 4
split_gain=3.37644e-08 1.4741e-07 1.13504e-07 3.33151e-08 4.67378e-08 6.40461e-08 7.68826e-08 4.47615e-08 3.10402e-08 5.54251e-08 2.98253e-08 6.88313e-08 7.01795e-08 2.81224e-08 7.52111e-08 2.86047e-08 2.74002e-07 3.20219e-08 2.97592e-07 2.64725e-07 3.67907e-07 7.62426e-08 3.9979e-07 3.09099e-07 1.87043e-07 7.68592e-08 2.1956e-07 1.26388e-07 9.40823e-08 9.31817e-08
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.051094999999999995 -0.095094999999999985 0.086260000000000017 0.097385000000000013 0.097145000000000023 -0.38234499999999999 0.13528000000000004 -1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.23631000000000002 -0.22461999999999996 -0.55049499999999985 -0.085784999999999986 0.083995000000000014 0.083715000000000026 0.084435000000000024 -0.020569999999999995 0.094160000000000008 0.089785000000000018 0.093205000000000024 0.107145 -0.081749999999999975 -0.0094199999999999978 -1.0000000180025095e-35 -0.50940999999999981 -0.50052499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 -1 -5 6 7 -6 -2 10 -10 12 -12 14 -14 16 -16 18 21 20 -19 22 25 -23 -25 26 -17 -28 -27 -30
right_child=1 -3 -4 4 5 -7 -8 -9 9 -11 11 -13 13 -15 15 17 -18 19 -20 -21 -22 23 -24 24 -26 28 27 -29 29 -31
leaf_value=2.6546499392334854e-06 -3.5538407606357705e-06 8.2442561651160673e-06 -8.3823756858691924e-06 -5.0042914635923815e-06 -1.6066051978569364e-06 4.3937856275988453e-06 2.7390189576609e-06 -7.0264486612359177e-06 -3.3526173467635091e-06 5.0574652380997912e-06 -5.6206647658737808e-06 5.4980364814622117e-06 5.7720528080613295e-06 -3.5958001306079539e-06 1.1465750180832403e-05 5.5362376651433097e-06 -3.6450129916450656e-06 -1.7526609798594671e-05 9.4207832132399615e-06 -1.1448714997497154e-07 1.4245599220430451e-06 9.8679195657379568e-06 -1.4203499476934669e-05 -7.7199626873523272e-06 1.8341041179075335e-06 -4.7505499436637266e-06 -1.0149744881952454e-05 -1.1815247883835886e-06 5.3100604458821092e-06 2.676235902726749e-07
leaf_weight=29 24 22 20 25 64 24 34 20 26 22 22 23 23 21 20 23 30 21 35 1235 20 39 20 27 85 36 33 30 38 1030
leaf_count=29 24 22 20 25 64 24 34 20 26 22 22 23 23 21 20 23 30 21 35 1235 20 39 20 27 85 36 33 30 38 1030
internal_value=0 8.96922e-08 -1.20622e-06 -4.73962e-07 -1.01725e-06 -3.15311e-07 -1.27309e-06 -2.89704e-06 2.74652e-08 5.75286e-08 1.87557e-08 4.99388e-08 4.99399e-09 4.97389e-08 7.76283e-08 2.95123e-08 2.39929e-06 -1.48324e-08 3.16137e-07 -3.76927e-07 -8.28214e-06 8.19983e-08 -1.82404e-07 2.20072e-06 -4.69108e-07 5.32445e-08 -2.82621e-06 -5.87916e-06 2.7755e-07 4.47036e-07
internal_weight=0 2905 216 196 167 142 118 84 2883 2859 2837 2811 2788 2766 2745 2722 50 2672 1396 1276 41 1361 1210 151 112 1190 86 63 1104 1068
internal_count=3121 2905 216 196 167 142 118 84 2883 2859 2837 2811 2788 2766 2745 2722 50 2672 1396 1276 41 1361 1210 151 112 1190 86 63 1104 1068
is_linear=0
shrinkage=0.1


Tree=6307
num_leaves=31
num_cat=0
split_feature=1211 403 1212 402 16 1210 401 43 1209 1209 2 401 1212 1210 15 1212 402 403 15 132 400 402 403 133 133 480 160 159 131 158
split_gain=2.83525e-08 8.24473e-08 3.63764e-08 3.99999e-08 1.20868e-07 4.70086e-08 4.02485e-08 9.124e-08 4.3238e-08 4.59535e-08 2.28866e-07 7.50386e-08 3.00217e-08 2.69493e-07 2.0544e-07 8.19756e-08 6.03809e-08 1.29626e-07 3.29318e-08 3.67814e-07 1.03574e-06 1.77526e-07 1.67191e-07 1.06187e-07 1.6761e-07 1.46914e-07 1.21983e-07 1.14299e-07 1.25977e-07 7.26949e-08
threshold=0.11716500000000001 0.022375000000000003 0.13631000000000001 -0.45454999999999995 -0.072359999999999994 0.15724500000000002 0.11769000000000002 -0.032879999999999993 -0.089214999999999989 -0.067109999999999989 0.085485000000000019 -0.099524999999999988 -0.089544999999999986 -0.15347999999999998 0.089295000000000013 -0.009474999999999999 0.11174500000000002 -0.5492149999999999 0.090325000000000003 -0.083284999999999984 -1.0000000180025095e-35 -0.087759999999999991 -0.083919999999999981 0.099660000000000012 0.088625000000000009 1.0000000180025095e-35 -0.046074999999999991 -0.021869999999999997 0.10880000000000001 0.11533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 8 -8 -5 10 -10 -11 14 -14 -13 -15 17 -17 -19 -20 -21 -22 -23 24 25 27 -25 28 -24 -29
right_child=1 -3 -4 5 -6 -7 7 -9 9 11 -12 12 13 15 -16 16 -18 18 19 20 21 22 23 26 -26 -27 -28 29 -30 -31
leaf_value=-1.6167787339327334e-06 5.4882781982179555e-06 -2.5755527357908989e-06 -4.001597624111405e-06 -3.7266253926304672e-06 7.7979341949685479e-06 -3.8710614404635633e-06 7.8620726439805292e-06 -2.7780618893302745e-07 -4.2287632709303581e-06 -5.2290676421762334e-06 1.0899565918407463e-05 -1.6230790467943735e-06 -1.1645368540484925e-05 5.1183005464941572e-06 9.7966277320191029e-06 7.4705460757167714e-06 -4.591964460783417e-06 7.8382875387438671e-08 9.1809997057322167e-06 -2.3963132935023169e-05 -9.4413103218877441e-06 8.2633634603291252e-06 9.3651849196108901e-06 -1.0127391432552427e-05 8.6144515080377456e-06 -7.4484617841705952e-06 -3.7549632187666908e-07 1.2875904122495748e-09 -1.1913812613784103e-06 -6.2399715406255297e-06
leaf_weight=30 32 21 23 32 25 32 21 40 20 28 20 50 20 31 23 23 29 2232 33 20 21 23 26 23 22 27 29 123 20 22
leaf_count=30 32 21 23 32 25 32 21 40 20 28 20 50 20 31 23 23 29 2232 33 20 21 23 26 23 22 27 29 123 20 22
internal_value=0 2.29318e-06 -3.96197e-08 -9.69344e-09 2.66264e-06 -5.885e-08 -1.7609e-08 2.52445e-06 -7.11353e-08 -3.0306e-08 3.3354e-06 -7.79621e-08 -2.63958e-08 -8.00284e-08 1.97491e-06 5.51402e-09 -5.37813e-08 -4.00546e-09 -6.95967e-08 -9.18672e-07 -1.85488e-06 -5.3891e-07 5.45829e-08 -5.91999e-07 2.95649e-07 -5.43864e-07 -4.68883e-06 4.32179e-07 4.77537e-06 -9.45662e-07
internal_weight=0 53 3068 3045 55 2990 2958 61 2897 2865 40 2825 2797 2724 73 2704 2673 2644 2621 389 356 336 315 292 240 218 52 191 46 145
internal_count=3121 53 3068 3045 55 2990 2958 61 2897 2865 40 2825 2797 2724 73 2704 2673 2644 2621 389 356 336 315 292 240 218 52 191 46 145
is_linear=0
shrinkage=0.1


Tree=6308
num_leaves=31
num_cat=0
split_feature=132 1185 15 16 398 1212 401 43 1209 1210 1210 1212 16 3 1209 1208 1209 42 13 52 52 401 52 133 132 1456 1456 153 133 0
split_gain=3.44404e-08 1.59291e-07 1.11871e-07 3.12061e-08 4.27336e-08 2.8747e-08 2.71993e-08 1.46069e-07 4.20601e-08 4.36297e-08 9.536e-08 5.3532e-08 2.70785e-07 1.87274e-07 6.79695e-08 4.20335e-08 3.58993e-08 3.41544e-08 2.01186e-07 9.66678e-08 1.43784e-07 6.51696e-08 2.93241e-07 5.95949e-08 9.67524e-08 5.02371e-08 7.76482e-08 5.13587e-08 4.26809e-08 4.14579e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.097644999999999996 0.089640000000000011 -0.53159999999999996 0.11769000000000002 -0.0098449999999999979 -0.093169999999999989 -0.13847499999999999 -0.090569999999999998 -0.087464999999999987 -0.092484999999999984 -0.081644999999999981 -0.083969999999999989 0.11846000000000001 0.10656 0.11839500000000001 -0.066634999999999986 0.10347000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10263500000000002 0.41068500000000002 0.11696500000000001 0.11510000000000002 0.15426000000000004 0.082840000000000011 0.14779000000000003 -0.08317999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -3 8 -8 -7 -10 -11 12 -12 -14 -13 16 17 21 -19 20 -20 22 -16 25 -25 27 -27 28 -23 -30
right_child=1 5 -4 4 -6 6 7 -9 9 10 11 14 13 -15 15 -17 -18 18 19 -21 -22 23 -24 24 -26 26 -28 -29 29 -31
leaf_value=2.6494720441405664e-06 8.7696847047135682e-06 -3.7494397946602476e-06 -6.8794354478995957e-06 -1.678948704262442e-07 -4.6637455598101952e-06 -4.5591855069915258e-06 6.0166275617932019e-06 -4.2728536589658526e-06 3.5515080929014539e-06 -6.881468518713519e-06 -1.1651611908825504e-05 5.4230325607325852e-06 -4.7573825878754619e-06 6.8157866978473408e-06 1.929975792336336e-06 4.5329717934128855e-06 -3.808654029550477e-06 1.0125135723564713e-05 2.825437786668772e-06 4.5459734769183668e-06 -6.7887458827239507e-06 6.9870469428849019e-08 -1.3099163566039352e-05 8.6111776930747076e-06 -9.8804664395131478e-07 7.931068447533107e-06 -8.8075183157343428e-07 -4.5571676018880682e-06 9.1086792616849936e-07 -4.6255408316136182e-06
leaf_weight=30 21 20 30 137 25 20 37 22 35 20 23 24 27 29 37 21 24 23 28 28 35 2239 20 21 21 20 20 25 21 38
leaf_count=30 21 20 30 137 25 20 37 22 35 20 23 24 27 29 37 21 24 23 28 28 35 2239 20 21 21 20 20 25 21 38
internal_value=0 9.1926e-08 -1.20042e-06 -3.13079e-07 -8.61699e-07 2.86067e-08 5.50451e-08 2.17987e-06 1.0256e-08 4.31415e-08 -1.60807e-09 4.89049e-08 -2.51618e-06 1.23587e-06 1.25518e-07 7.70098e-08 4.10193e-08 7.68858e-08 1.76905e-06 -3.4293e-07 -2.51578e-06 -1.46776e-09 -3.34341e-06 7.77383e-08 3.81157e-06 1.13732e-08 3.52516e-06 -4.91311e-08 -8.80523e-11 -2.65495e-06
internal_weight=0 2899 222 192 162 2878 2858 59 2799 2779 2744 2724 79 56 2645 2621 2600 2576 114 91 63 2462 57 2405 42 2363 40 2323 2298 59
internal_count=3121 2899 222 192 162 2878 2858 59 2799 2779 2744 2724 79 56 2645 2621 2600 2576 114 91 63 2462 57 2405 42 2363 40 2323 2298 59
is_linear=0
shrinkage=0.1


Tree=6309
num_leaves=31
num_cat=0
split_feature=132 399 1203 393 394 1429 156 1429 2 2 2 2 3 3 2 15 2 1209 481 484 4 4 4 43 1 1 12 0 1 3
split_gain=2.81146e-08 1.32302e-07 9.59927e-08 2.82555e-08 2.74463e-08 2.53283e-08 6.07711e-08 3.01844e-08 2.97078e-08 1.84264e-07 1.7996e-07 1.72339e-07 3.77637e-07 4.90901e-07 2.81537e-07 1.55399e-07 1.36513e-07 1.49305e-07 1.26296e-07 1.70621e-07 1.49684e-07 3.20539e-07 2.50365e-07 2.95853e-07 1.53814e-07 1.00993e-06 7.66214e-07 1.09708e-06 2.94374e-07 1.90167e-07
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.10992000000000002 1.0000000180025095e-35 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.084415000000000004 0.084715000000000013 0.084855000000000014 0.085485000000000019 -0.085854999999999987 -0.081574999999999995 0.085785000000000014 0.11842000000000001 0.084245000000000014 -0.087714999999999987 -0.086484999999999992 -0.081684999999999994 -0.085594999999999991 -0.086849999999999997 -0.082109999999999975 -0.011694999999999999 0.09202500000000001 0.093700000000000019 0.083715000000000026 -0.10324499999999999 0.094465000000000007 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 7 -7 15 -10 -11 12 -12 -14 -13 16 17 -9 19 -19 21 -20 23 -22 26 -26 27 -24 -27 -28
right_child=1 -3 -4 -5 -6 6 -8 8 9 10 11 14 13 -15 -16 -17 -18 18 20 -21 22 -23 24 -25 25 28 29 -29 -30 -31
leaf_value=-4.2728295279827616e-07 -3.5511580927050092e-06 5.9436490604382115e-06 -7.7001052775926831e-06 -3.7414127473311967e-06 2.7362863875168843e-06 -3.3466341981828147e-06 5.5127649625319466e-06 9.1150326625211168e-06 -7.7306139829147476e-06 8.5259043392701041e-06 3.5529874537587605e-06 9.1636155227178918e-06 -2.1864325442168463e-05 -1.1249305389355869e-06 -1.6067787178261542e-07 -5.9232511527322155e-06 8.9503310729810443e-06 -8.4620979578176048e-07 -5.6732413175974761e-07 1.2059549938147117e-05 1.4569595289988988e-05 -1.3515593847065098e-05 3.5087309038317473e-06 -8.6434841290136565e-07 1.7483662089209215e-05 -1.1857132336618157e-05 7.0608177065878416e-06 -2.8203305260869155e-05 3.9534556965325438e-07 -8.5337572505930817e-07
leaf_weight=196 20 38 20 20 37 27 20 20 32 24 32 33 21 25 1729 36 20 20 94 21 27 24 20 23 35 21 40 24 296 126
leaf_count=196 20 38 20 20 37 27 20 20 32 24 32 33 21 25 1729 36 20 20 94 21 27 24 20 23 35 21 40 24 296 126
internal_value=0 8.18393e-08 -1.10069e-06 4.14526e-09 3.04576e-08 -5.17078e-09 2.02485e-08 -1.94087e-08 1.3342e-08 -2.06619e-07 -7.74515e-08 -1.89669e-07 -4.78947e-06 -1.05929e-05 1.39542e-08 5.05722e-07 7.91101e-07 5.848e-07 3.63523e-07 5.76406e-06 6.0205e-08 -3.20087e-06 6.88975e-07 7.46998e-06 8.56821e-08 1.3635e-06 -2.05618e-06 -1.37887e-05 -4.16333e-07 1.05366e-06
internal_weight=0 2905 216 2867 2847 2810 2790 2770 2743 1896 1864 1840 78 46 1762 847 811 791 771 41 730 118 612 50 562 352 210 44 317 166
internal_count=3121 2905 216 2867 2847 2810 2790 2770 2743 1896 1864 1840 78 46 1762 847 811 791 771 41 730 118 612 50 562 352 210 44 317 166
is_linear=0
shrinkage=0.1


Tree=6310
num_leaves=31
num_cat=0
split_feature=472 1429 1425 52 2 3 481 13 481 133 2 399 2 1209 402 12 1447 1452 394 2 0 0 47 33 3 0 160 1209 1210 1209
split_gain=3.1213e-08 4.82948e-08 2.8469e-08 2.8012e-08 8.48697e-08 5.78799e-08 2.84405e-08 9.71072e-08 6.39831e-08 2.58555e-07 3.02618e-08 1.60661e-07 1.30403e-07 1.37264e-07 1.62384e-07 3.50019e-07 2.13653e-07 1.08666e-07 1.11315e-07 1.05065e-07 9.22302e-08 1.09312e-07 7.04956e-07 4.53032e-07 2.82087e-07 1.47156e-07 1.30014e-07 7.53133e-08 1.64252e-07 6.69254e-08
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.55692499999999978 0.10527500000000002 -0.086274999999999977 -0.15265499999999996 -0.080344999999999986 -0.086484999999999992 0.084990000000000024 0.084415000000000004 0.091580000000000009 0.084245000000000014 -0.087714999999999987 0.10874500000000002 0.090345000000000023 -0.086279999999999982 0.082765000000000019 0.0034050000000000005 0.084550000000000014 -0.14832499999999996 -0.10224499999999999 0.092710000000000015 -0.0066799999999999993 -0.081054999999999974 -0.094299999999999981 -0.43215499999999996 0.10344000000000002 -0.00046999999999999993 -0.089214999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -5 9 -8 11 12 13 -10 16 -16 -15 18 20 -12 -18 22 24 -23 -22 -25 -27 29 -29 -21
right_child=1 2 -4 6 -6 -7 8 -9 10 -11 19 -13 -14 14 15 -17 17 -19 -20 27 21 23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-3.5924101922546471e-06 4.5931226909685755e-06 -4.0284492921604068e-06 -3.5113478430582248e-06 -7.601338863878482e-06 7.5000196375185631e-06 2.940808786451481e-06 -2.0990929790583102e-06 2.2529612601829286e-06 8.2035297691618335e-06 1.2094981242885947e-05 -7.1440337664667325e-06 8.6769780903958473e-06 7.8130387340603516e-06 9.249940040035653e-06 -1.4272674656012896e-05 3.4054658261170737e-06 6.8124941338153033e-06 -6.4982904475003194e-06 -7.2805715763024641e-06 -5.549230722105373e-06 -3.5555015659026268e-06 1.1903369660572163e-05 -1.6270216729531564e-05 -6.5207964667024503e-06 1.3038800243521111e-05 6.6590523313910432e-06 -1.0549612358596051e-07 9.4602699318784301e-06 -1.3577414453180838e-06 -2.3498598355381359e-07
leaf_weight=24 23 22 23 20 20 26 33 20 20 21 22 23 22 25 24 21 21 26 20 24 21 33 27 34 20 30 537 25 32 1882
leaf_count=24 23 22 23 20 20 26 33 20 20 21 22 23 22 25 24 21 21 26 20 24 21 33 27 34 20 30 537 25 32 1882
internal_value=0 2.78398e-08 -6.31816e-09 2.01045e-08 2.02699e-06 -2.53434e-07 -2.56442e-08 -2.67419e-06 1.03537e-08 3.42082e-06 -5.33934e-08 4.26196e-07 2.10795e-07 1.60931e-08 -1.79078e-07 -6.02288e-06 1.52119e-07 -1.43649e-07 7.87212e-08 -2.71806e-07 2.82298e-07 8.695e-08 -3.72331e-06 4.95622e-07 4.53928e-06 -1.3076e-07 2.52416e-07 -1.94787e-07 3.387e-06 -3.01902e-07
internal_weight=0 3097 3074 3051 68 48 2983 40 2943 54 2889 904 881 859 839 45 794 769 743 1985 723 702 68 634 41 601 567 1963 57 1906
internal_count=3121 3097 3074 3051 68 48 2983 40 2943 54 2889 904 881 859 839 45 794 769 743 1985 723 702 68 634 41 601 567 1963 57 1906
is_linear=0
shrinkage=0.1


Tree=6311
num_leaves=31
num_cat=0
split_feature=475 157 2 52 157 157 97 9 97 10 1 121 45 11 33 2 15 3 2 0 2 2 2 482 50 48 148 151 0 0
split_gain=2.77175e-08 7.45812e-08 7.32013e-08 4.59653e-08 3.36949e-08 3.30329e-08 3.60242e-08 1.0423e-07 5.54261e-08 5.35762e-08 4.69307e-08 1.11684e-07 4.36505e-08 1.74233e-07 1.16238e-07 7.06372e-08 2.32511e-07 3.33462e-07 3.20055e-08 2.23605e-07 1.98495e-07 1.38617e-07 1.29721e-07 9.14404e-08 1.43052e-07 7.91519e-08 7.88548e-08 1.39133e-07 9.94241e-08 6.71034e-08
threshold=-0.24431999999999998 0.11933000000000001 0.10613000000000002 -0.061194999999999992 0.10119000000000002 0.084490000000000023 -0.0047149999999999996 -0.036024999999999995 -0.083229999999999985 -0.0091199999999999979 0.16540500000000002 -0.094339999999999993 0.094030000000000016 -1.0000000180025095e-35 -0.009184999999999997 -1.0000000180025095e-35 -0.10203999999999998 -0.014944999999999998 0.11682500000000001 -0.24955499999999997 0.11747 0.11510000000000002 0.11411 -0.44221499999999997 -0.23848499999999997 0.11865500000000002 -0.063899999999999985 -0.064119999999999996 -0.18113999999999997 0.12445000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -3 5 6 8 -8 9 -2 11 -9 13 -13 -15 16 17 -16 19 -17 -20 22 23 -21 -25 29 -22 -28 -29 -26
right_child=1 3 -4 -5 -6 -7 7 10 -10 -11 -12 12 -14 14 15 18 -18 -19 20 21 26 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=1.8705004978395817e-06 3.6663410323388811e-06 7.5327359679379565e-06 -5.5390189595527776e-06 9.163583789424074e-07 -3.3532648482529716e-06 3.0257374987741059e-06 -6.9309991147292752e-06 -6.9964694800902455e-06 6.3888632118520995e-06 -3.39519353550107e-06 4.6884903765333418e-06 8.9063943329909474e-06 -3.6721936522710052e-06 -7.6241430906520695e-06 -4.1271763703579467e-07 9.6739722664551667e-06 -2.7126591392420541e-06 1.7428372350423162e-05 -9.5441929970547801e-06 -6.45350868269516e-06 5.4876562609768536e-06 6.8417387394909954e-06 -7.4288471713164956e-06 6.1083447420921736e-06 -2.3016298881707782e-07 6.1822163945635114e-06 -6.5416107531746096e-06 6.0883595124323626e-06 -5.5044493324405137e-07 3.1889213198032308e-06
leaf_weight=24 22 21 30 21 30 36 22 23 22 21 21 22 32 20 22 24 38 20 25 22 22 29 24 38 2119 20 36 25 231 59
leaf_count=24 22 21 30 21 30 36 22 23 22 21 21 22 32 20 22 24 38 20 25 22 22 29 24 38 2119 20 36 25 231 59
internal_value=0 3.95426e-08 -2.2459e-06 4.22455e-06 -1.85632e-08 1.48395e-08 -2.17919e-08 -7.40835e-08 2.30639e-06 2.17685e-07 -2.15584e-08 -5.62519e-08 1.92613e-10 4.22228e-08 -2.80771e-08 2.70868e-08 2.95508e-06 8.08304e-06 -6.05122e-08 7.13099e-08 -9.6849e-07 -2.84148e-08 -1.15722e-07 -3.79915e-08 2.51308e-08 -8.00385e-08 -2.85711e-07 -7.20691e-07 9.78758e-08 -1.37543e-07
internal_weight=0 3067 54 42 3025 2995 2959 2894 65 43 2872 2851 2828 2796 2774 2754 80 42 2674 2335 339 2311 2282 2258 2236 2198 314 292 256 2178
internal_count=3121 3067 54 42 3025 2995 2959 2894 65 43 2872 2851 2828 2796 2774 2754 80 42 2674 2335 339 2311 2282 2258 2236 2198 314 292 256 2178
is_linear=0
shrinkage=0.1


Tree=6312
num_leaves=31
num_cat=0
split_feature=45 2 1429 156 47 47 47 104 11 9 1 9 16 1429 1429 1429 52 156 47 16 1443 475 1429 1446 132 1203 1185 1 131 51
split_gain=3.02019e-08 2.13139e-07 7.84313e-08 5.87601e-08 3.3372e-08 2.54762e-07 1.49462e-07 3.91179e-08 8.26659e-08 6.07846e-08 1.45602e-07 1.41328e-07 3.41524e-08 9.60173e-08 7.20359e-08 4.08618e-08 3.55706e-08 9.4978e-08 5.80935e-08 9.70591e-08 4.08802e-08 4.18712e-08 7.01472e-08 4.31152e-08 3.61378e-08 8.20826e-07 3.62954e-07 1.35029e-07 5.42196e-08 4.69557e-08
threshold=0.084355000000000013 0.10672500000000001 -0.23752499999999996 0.32523500000000005 0.092710000000000015 0.09585500000000001 0.090280000000000013 0.088500000000000009 -0.011194999999999998 0.092235000000000011 0.13332000000000002 0.085555000000000006 0.63636000000000015 -0.10379499999999998 -0.08262499999999999 -0.060529999999999994 -0.56741999999999992 -0.092624999999999985 0.078875000000000015 -0.095094999999999985 0.088675000000000018 0.058495000000000012 0.11699500000000002 0.10324000000000001 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.088135000000000005 0.13695500000000002 -0.085604999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 8 -4 11 -11 12 13 -10 -15 -16 -17 -18 20 -20 21 22 23 24 25 27 -26 -19 29 -28
right_child=1 -3 3 -5 5 -7 -8 -9 9 10 -12 -13 -14 14 15 16 17 18 19 -21 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-6.2815099227009343e-06 1.0434315295242414e-05 -2.8929566728190064e-06 6.0110991833663206e-06 5.4037640393289625e-06 -1.1394574138731432e-05 -2.1579762614296442e-07 8.2846907110417142e-06 -4.3973123854357253e-06 6.6061706175704877e-06 -9.751996605614078e-06 1.542909209433674e-06 8.0346788164123701e-06 -3.1167987555948329e-06 -5.3701748656749265e-06 3.6928713113108345e-06 3.2925693631113975e-06 -6.4590527235059601e-06 5.3228727609145698e-08 -7.6253650756067756e-07 7.5018978480801276e-06 -3.1704864549434809e-06 3.9679036875056152e-06 -5.9642334838372336e-06 4.0328848277008199e-06 -1.358443121716846e-05 2.0377888584448557e-05 -1.4755014973132774e-06 -8.4134439870421257e-06 4.7801167491580486e-06 6.4899860618411529e-08
leaf_weight=20 20 30 23 20 22 278 22 20 22 21 25 22 35 25 30 32 23 131 30 27 42 26 20 26 20 20 222 22 23 1822
leaf_count=20 20 30 23 20 22 278 22 20 22 21 25 22 35 25 30 32 23 131 30 27 42 26 20 26 20 20 222 22 23 1822
internal_value=0 2.43795e-06 -3.96946e-08 1.22197e-09 -3.44266e-08 -1.03557e-06 7.55494e-08 8.88229e-09 4.16543e-08 -9.84505e-09 -3.61346e-06 5.34245e-08 -1.41611e-08 2.82081e-08 -2.8744e-08 2.43307e-08 -1.99397e-08 -6.31346e-08 -2.62205e-09 3.1522e-06 -7.83696e-08 -2.26796e-08 -6.76732e-08 -1.60848e-08 -6.26658e-08 1.32621e-06 -1.77796e-07 -1.1642e-06 -4.8075e-08 -1.02404e-07
internal_weight=0 50 3071 3051 3031 300 2731 2709 2689 2666 46 2620 2598 2563 2541 2516 2486 2454 2431 57 2374 2332 2306 2286 2260 173 2087 153 2067 2044
internal_count=3121 50 3071 3051 3031 300 2731 2709 2689 2666 46 2620 2598 2563 2541 2516 2486 2454 2431 57 2374 2332 2306 2286 2260 173 2087 153 2067 2044
is_linear=0
shrinkage=0.1


Tree=6313
num_leaves=31
num_cat=0
split_feature=156 475 45 46 130 1 1373 1374 456 150 1348 4 147 147 1 9 43 131 10 0 10 39 9 2 12 0 0 0 42 13
split_gain=3.19792e-08 4.86599e-08 3.73899e-08 2.93171e-08 2.73791e-08 4.84867e-08 2.80625e-08 6.20698e-08 4.4817e-08 5.26925e-08 7.60265e-08 6.35015e-08 4.18318e-08 7.28475e-08 2.87227e-08 8.12708e-08 6.17414e-08 5.01834e-08 4.51842e-08 1.6098e-07 1.43731e-07 4.46492e-08 1.62101e-07 1.03344e-07 6.03838e-08 5.11552e-08 2.58626e-07 2.12393e-07 3.87694e-07 2.91042e-07
threshold=0.3248100000000001 0.13528000000000004 0.10041000000000001 1.0000000180025095e-35 -0.23123999999999997 0.16540500000000002 -1.0000000180025095e-35 -0.22591999999999998 -0.11319999999999998 0.12416000000000001 -0.047944999999999995 0.181285 0.10245000000000001 0.092070000000000013 0.13820500000000002 -0.08619499999999998 -0.063379999999999978 0.13857500000000003 -0.084119999999999986 -0.084889999999999979 -0.0091199999999999979 -1.0000000180025095e-35 0.092235000000000011 -0.055814999999999997 -0.015429999999999998 -0.085669999999999982 -0.085804999999999979 -0.084674999999999986 0.083995000000000014 -0.085034999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 -9 10 -10 -11 13 14 15 -12 -16 18 19 -17 -20 24 23 -23 -22 26 -25 28 -27 -30
right_child=-2 -3 -4 -5 5 -7 7 8 9 11 12 -13 -14 -15 16 17 -18 -19 20 -21 21 22 -24 25 -26 27 -28 -29 29 -31
leaf_value=3.4227126414644653e-06 -3.7150383654395984e-06 4.8249075223880251e-06 3.2926507411529578e-06 -3.5232558180571995e-06 -3.3393163557775552e-06 -4.3403528409796241e-06 5.4424676353023861e-06 -4.410520997898066e-06 -6.1737191936117606e-06 -2.5993587628580004e-07 4.7805814397684619e-06 7.6134117443871229e-06 -3.7651155088465676e-06 5.0384696117603282e-06 -5.285647427832885e-06 -3.0920207973395011e-06 9.4064760958190171e-08 -4.9931431112781867e-06 -8.2565581838675171e-06 9.4438039663405762e-06 -5.2022291470166242e-07 5.9101770633181635e-06 -8.1814946247741698e-06 3.1215615680544568e-07 7.2504787158322872e-06 1.5866399185459919e-06 1.1273514155618614e-05 -7.0405019647158004e-08 -1.9898282804123566e-05 -3.6322530687274678e-06
leaf_weight=23 23 21 34 24 25 26 21 23 20 21 36 20 29 29 32 20 64 20 21 21 20 30 24 997 20 43 22 1368 22 22
leaf_count=23 23 21 34 24 25 26 21 23 20 21 36 20 29 29 32 20 64 20 21 21 20 30 24 997 20 43 22 1368 22 22
internal_value=0 2.75849e-08 -5.15598e-09 -4.2003e-08 -1.43282e-08 -4.07141e-08 -3.07412e-09 2.52471e-08 -1.3659e-08 2.12006e-08 -2.98275e-08 3.58072e-06 1.34393e-08 5.24212e-08 4.45888e-10 6.11917e-08 -1.69917e-06 -2.92072e-09 3.50277e-08 3.32877e-06 -1.71327e-08 5.02458e-08 -2.20487e-09 7.61909e-08 3.36513e-06 5.44732e-09 5.4881e-07 -3.75093e-07 -5.16605e-06 -1.17653e-05
internal_weight=0 3098 3077 3043 3019 2996 2970 2945 2924 2901 2860 41 2840 2811 2782 2686 96 2650 2630 41 2589 2568 2528 2504 40 2474 1019 1455 87 44
internal_count=3121 3098 3077 3043 3019 2996 2970 2945 2924 2901 2860 41 2840 2811 2782 2686 96 2650 2630 41 2589 2568 2528 2504 40 2474 1019 1455 87 44
is_linear=0
shrinkage=0.1


Tree=6314
num_leaves=31
num_cat=0
split_feature=132 1185 1203 156 475 45 142 46 147 147 147 147 43 1 34 33 34 9 10 9 484 4 2 4 124 4 148 129 2 0
split_gain=2.72848e-08 1.72451e-07 9.4212e-08 2.61669e-08 4.76226e-08 3.00431e-08 2.81883e-08 1.94588e-07 3.42989e-08 7.37933e-08 3.72863e-08 5.34165e-08 5.32631e-08 2.99081e-08 9.28042e-08 7.60012e-08 8.16802e-08 2.14688e-07 2.54813e-07 7.2295e-08 9.43737e-08 1.91903e-07 4.82827e-08 4.07296e-08 5.42745e-08 5.38314e-08 4.14554e-08 4.16596e-08 1.18002e-07 7.73071e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.3248100000000001 0.13528000000000004 0.10041000000000001 -0.057499999999999989 1.0000000180025095e-35 0.099230000000000013 0.093875000000000014 0.08845500000000002 0.086575000000000013 -0.053764999999999993 0.13820500000000002 -0.08786999999999999 1.0000000180025095e-35 -0.057544999999999992 0.091600000000000015 -0.0093599999999999985 -1.0000000180025095e-35 0.090535000000000018 0.50644500000000015 0.13913500000000004 0.50996500000000011 -1.0000000180025095e-35 0.41816000000000003 -0.081219999999999987 0.084115000000000009 0.083385000000000015 -0.067094999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 8 9 10 11 13 -12 14 -8 16 -16 18 -18 -15 21 22 -21 25 -25 26 -20 -28 -29 -30
right_child=1 3 -4 -5 -6 -7 7 -9 -10 -11 12 -13 -14 19 15 -17 17 -19 23 20 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-2.85848693597742e-07 9.1109242064357241e-06 3.6228039594529296e-06 -6.4909628170945724e-06 -3.3435344231174499e-06 4.9055551608034879e-06 2.9633854293318593e-06 5.5278772745828802e-06 -9.422196291614621e-06 3.0864262239403854e-06 -5.4285580663417932e-06 -1.0699887627260037e-07 -5.1705076157304584e-06 6.4181108138489605e-06 -6.7092758601202977e-06 5.4472325895663487e-06 -5.5777391632242747e-06 1.0357508968657689e-05 -9.8185525861150712e-06 3.8970904580748068e-06 1.2301660599009863e-06 -6.2791050866161688e-06 8.6790687362281463e-06 -4.9533855268687637e-06 8.5190444224281244e-07 -5.3666633746729534e-06 3.6578490014618161e-06 -1.8502712515986827e-07 6.7788639860351172e-06 -4.8981581247864585e-07 5.7080446466621339e-06
leaf_weight=194 21 21 28 23 20 34 31 22 36 25 29 20 22 22 28 24 24 22 27 23 21 24 28 25 32 41 2037 33 161 23
leaf_count=194 21 21 28 23 20 34 31 22 36 25 29 20 22 22 28 24 24 22 27 23 21 24 28 25 32 41 2037 33 161 23
internal_value=0 8.18132e-08 -1.06848e-06 1.59302e-08 4.29942e-08 8.69043e-09 -2.71752e-08 -5.4747e-08 1.99752e-08 -2.05803e-08 2.95492e-08 -2.20715e-08 2.70775e-06 1.71398e-08 9.03419e-08 2.22904e-08 7.70808e-08 1.50749e-08 1.05104e-07 -1.53872e-06 -3.53797e-07 1.30529e-06 -2.16473e-06 1.67489e-09 -2.63922e-06 6.65031e-08 1.95019e-09 -4.47085e-08 1.27248e-06 2.84917e-07
internal_weight=0 2899 222 2878 2855 2835 2801 2780 2758 2722 2697 2646 51 2626 2508 2477 2453 2425 2403 118 96 75 51 2379 57 2322 2281 2254 217 184
internal_count=3121 2899 222 2878 2855 2835 2801 2780 2758 2722 2697 2646 51 2626 2508 2477 2453 2425 2403 118 96 75 51 2379 57 2322 2281 2254 217 184
is_linear=0
shrinkage=0.1


Tree=6315
num_leaves=31
num_cat=0
split_feature=1429 474 155 52 1429 133 155 11 46 156 1426 47 47 47 128 0 0 0 2 128 12 14 142 12 11 0 0 16 4 160
split_gain=2.61662e-08 5.90736e-08 5.80935e-08 3.06256e-08 1.14075e-07 9.33886e-08 6.7316e-08 4.86124e-08 2.77751e-08 3.6322e-08 4.27571e-08 3.82109e-08 2.40943e-07 2.20042e-07 4.47989e-08 7.65179e-08 8.94514e-08 1.30663e-07 6.89396e-08 6.17895e-08 1.14078e-07 5.07582e-08 1.91841e-07 1.14012e-07 8.9358e-08 4.99251e-08 1.694e-07 2.1732e-07 1.07256e-07 9.37873e-08
threshold=0.12521000000000002 -0.26322499999999993 0.14230000000000001 -0.55061999999999989 -0.072014999999999982 0.086990000000000012 0.11245500000000001 0.079300000000000009 0.084955000000000017 -0.093169999999999989 -0.021179999999999997 0.092165000000000011 0.088915000000000008 0.096475000000000019 0.089745000000000005 -0.069444999999999993 -0.079459999999999989 -0.081784999999999983 0.089005000000000015 0.079650000000000012 0.088615000000000013 0.078235000000000013 -0.057499999999999989 0.087075000000000014 0.076160000000000019 -0.097024999999999986 -0.093584999999999988 -0.11118499999999999 -0.080744999999999997 0.10580000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 8 -6 9 -5 -11 12 14 -13 19 16 17 18 -16 21 -21 22 -12 24 -23 28 27 -27 -24 -30
right_child=-2 2 -4 6 5 -7 -8 -9 -10 10 11 13 -14 -15 15 -17 -18 -19 -20 20 -22 23 25 -25 -26 26 -28 -29 29 -31
leaf_value=-4.4392110930857596e-06 3.6054488555237185e-06 -8.0898687718383201e-06 5.391812410380226e-06 3.5416491491905134e-06 5.8691082680676722e-06 -5.2814939495181624e-06 5.3138484569596285e-06 -7.1905486991107912e-07 2.4341426052758481e-06 -4.3718691497064283e-06 9.8535709901170777e-06 -8.6931898830003124e-06 1.0050530247932937e-05 -1.0620415275380006e-07 2.4309886805141152e-06 -7.472306879208191e-06 3.0816521120868857e-06 -8.7184824078576639e-06 -4.822411198688315e-06 -1.0663220762027146e-06 9.1279026340392501e-06 -3.189388513484508e-06 -7.157001873390703e-06 -8.5912577746553737e-06 5.0618096841909783e-06 1.1905214523721953e-05 7.5664081457331535e-08 -3.4444018401321351e-07 -1.2833947553636956e-07 -5.8394151584516597e-06
leaf_weight=30 20 22 20 28 24 21 24 21 46 23 20 34 24 244 38 20 40 25 20 23 21 35 26 22 21 28 1743 30 397 31
leaf_count=30 20 22 20 28 24 21 24 21 46 23 20 34 24 244 38 20 40 25 20 23 21 35 26 22 21 28 1743 30 397 31
internal_value=0 -2.32512e-08 1.98874e-08 -1.53268e-08 -1.85375e-06 2.24956e-07 3.92737e-08 2.79463e-06 -3.79866e-09 -4.2563e-08 -7.7592e-08 -4.28388e-08 7.78995e-08 -1.15641e-06 -1.63301e-08 -1.73575e-06 -8.02981e-07 -2.67509e-06 -7.01837e-08 8.62471e-08 3.7991e-06 1.68184e-08 1.02818e-07 -2.49152e-06 -9.51892e-08 1.63373e-08 2.52579e-07 5.56919e-06 -9.20825e-07 -5.41992e-07
internal_weight=0 3101 3071 3051 88 66 2963 45 2939 2893 2865 2842 2564 278 2540 143 123 83 58 2397 44 2353 2275 78 56 2255 1801 58 454 428
internal_count=3121 3101 3071 3051 88 66 2963 45 2939 2893 2865 2842 2564 278 2540 143 123 83 58 2397 44 2353 2275 78 56 2255 1801 58 454 428
is_linear=0
shrinkage=0.1


Tree=6316
num_leaves=31
num_cat=0
split_feature=421 9 10 2 11 12 149 1365 48 148 147 448 447 147 49 456 1375 1 1375 1373 474 457 0 47 47 2 0 12 42 150
split_gain=2.55035e-08 7.45802e-08 9.27371e-08 1.50479e-07 6.42573e-08 6.13219e-08 5.15674e-08 3.63687e-08 2.72831e-08 3.52851e-08 5.02879e-08 8.44712e-08 3.84696e-08 9.6844e-08 3.16103e-08 2.93574e-08 3.18578e-08 1.20569e-07 5.36262e-08 5.51557e-08 1.85222e-07 1.06602e-07 5.01424e-08 3.34717e-07 7.14181e-07 4.20254e-07 1.4787e-07 1.63463e-07 1.9759e-07 1.44859e-07
threshold=-1.0000000180025095e-35 0.092410000000000006 0.053330000000000009 -0.15339499999999998 -1.0000000180025095e-35 -0.015429999999999998 0.091325000000000003 0.088010000000000019 -0.22597999999999999 0.069020000000000012 0.097985000000000017 1.0000000180025095e-35 0.089595000000000022 0.08789000000000001 0.32042500000000002 -0.11319999999999998 0.089070000000000024 0.089105000000000018 0.084795000000000023 1.0000000180025095e-35 0.08393500000000001 0.31508000000000008 -0.10151999999999999 0.094160000000000008 0.10350500000000001 0.073895000000000002 -0.097274999999999986 0.092755000000000018 -1.0000000180025095e-35 0.091105000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -3 7 8 -6 10 11 12 13 14 15 -10 18 -18 19 21 -21 22 23 25 -25 -17 27 28 -24 -27
right_child=1 5 3 -5 6 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 16 17 -19 -20 20 -22 -23 26 24 -26 29 -28 -29 -30 -31
leaf_value=-3.5595045051195482e-06 5.2911770195430066e-06 -1.1874695441552571e-07 1.445413458895928e-06 -1.0674648486504641e-05 -3.6777895684281252e-06 7.0863016566767737e-06 -3.4940425177323742e-06 3.9117129100911066e-06 -3.6922309282956471e-06 4.1125794008881454e-06 -4.5597829161655079e-06 6.0726863170123622e-06 3.3822794779497956e-06 -6.2481967979692851e-06 -3.9575180062456642e-06 -1.4207419805529755e-05 2.2984120317667715e-06 -8.3178814031725787e-06 4.8100140740340674e-06 1.0297882917733486e-05 -2.9837532868744652e-06 -6.4944929970351961e-06 4.9897811019642784e-06 2.3393825532593837e-05 6.0337533279214934e-07 8.2533199008486657e-08 2.3155017146485636e-08 -1.2279087758315655e-05 -7.4805964417195089e-06 7.466378596338222e-06
leaf_weight=20 23 21 20 21 20 27 42 24 21 21 24 23 33 25 20 20 23 20 24 21 21 25 24 20 44 317 2101 20 27 29
leaf_count=20 23 21 20 21 20 27 42 24 21 21 24 23 33 25 20 20 23 20 24 21 21 25 24 20 44 317 2101 20 27 29
internal_value=0 2.2949e-08 -3.8543e-08 -4.76242e-06 2.57595e-08 3.93409e-06 -1.47572e-08 3.48288e-08 2.99667e-09 2.83552e-08 -1.40497e-09 3.68739e-08 -1.20939e-08 -5.20704e-08 3.71033e-09 3.24461e-08 6.10346e-08 -2.6394e-06 1.04153e-07 6.18376e-08 3.65706e-06 4.35778e-09 6.67987e-08 1.05341e-06 7.72539e-06 -1.1328e-07 -1.28524e-07 -4.61695e-06 -1.61218e-06 7.0141e-07
internal_weight=0 3101 3053 41 3012 48 2989 2947 2923 2903 2882 2858 2835 2802 2777 2757 2736 43 2693 2669 42 2627 2602 430 64 366 2172 71 51 346
internal_count=3121 3101 3053 41 3012 48 2989 2947 2923 2903 2882 2858 2835 2802 2777 2757 2736 43 2693 2669 42 2627 2602 430 64 366 2172 71 51 346
is_linear=0
shrinkage=0.1


Tree=6317
num_leaves=31
num_cat=0
split_feature=448 0 46 0 52 1 1452 158 43 43 484 2 1453 158 159 158 1455 160 47 47 47 47 457 51 51 131 128 128 128 12
split_gain=2.54607e-08 4.95069e-08 3.22007e-08 3.62805e-08 2.32122e-07 3.34157e-07 3.64289e-08 3.0716e-08 9.71992e-08 1.78696e-07 4.80123e-08 1.86574e-07 5.51732e-08 5.14327e-08 9.75292e-08 7.70547e-08 6.26174e-08 1.86522e-07 4.08873e-08 3.71615e-07 3.11065e-07 4.9452e-08 4.4183e-08 5.11823e-08 8.08015e-08 5.43605e-08 4.90743e-08 1.04987e-07 8.34709e-08 7.72553e-08
threshold=0.068920000000000023 -0.26343999999999995 0.084955000000000017 -0.22491999999999998 -0.080114999999999978 0.090475000000000014 0.11609000000000001 0.11245500000000001 -0.011694999999999999 -0.078139999999999973 -0.23687999999999995 0.091055000000000011 -0.087504999999999986 0.10654500000000001 0.11058000000000003 0.10394000000000002 -0.092919999999999989 -0.072114999999999985 0.094460000000000002 0.091680000000000011 0.097970000000000015 0.089640000000000011 -0.14249999999999999 -0.44986999999999994 -0.42247999999999991 0.13767000000000004 0.090375000000000025 0.085955000000000018 0.096925000000000011 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 10 9 -9 11 -5 -12 15 -15 16 17 -14 19 21 -20 22 -18 -24 -25 26 27 -26 -28 -30
right_child=-2 2 -4 6 5 -7 -8 8 -10 -11 12 -13 13 14 -16 -17 18 -19 20 -21 -22 -23 23 24 25 -27 28 -29 29 -31
leaf_value=3.8755277766237368e-06 -3.5565101552492711e-06 -1.0887021054176414e-05 2.8744069158835229e-06 -2.1001125245761456e-06 -7.6840235739913016e-06 7.9254702413322772e-06 3.5913002680639954e-06 -5.9668853755283643e-06 -6.0889089120471056e-06 4.9772775742599772e-06 -4.6134332898453496e-06 1.0276519121058907e-05 1.0182215093031436e-05 7.0893664509899938e-06 -1.9258608550184624e-06 -6.0772381814223047e-06 3.7347637258320788e-06 -1.7873494067544015e-06 -1.1020042465710159e-05 1.3303762560618843e-05 3.1980669738574571e-08 -5.0091508978766803e-06 -5.102552261178062e-06 6.3066233087738512e-06 3.2484558187728757e-09 -5.2679075088235554e-06 -7.7220754368075472e-06 6.5218134841416029e-06 -3.1040317053994239e-06 2.5472418633953347e-06
leaf_weight=33 20 22 38 29 24 32 28 25 34 37 26 21 23 28 21 21 31 30 29 21 209 20 20 20 2113 20 21 25 59 41
leaf_count=33 20 22 38 29 24 32 28 25 34 37 26 21 23 28 21 21 31 30 29 21 209 20 20 20 2113 20 21 25 59 41
internal_value=0 2.29381e-08 -1.85011e-08 -5.47818e-08 -2.18354e-06 1.23569e-06 1.46582e-09 -3.29102e-08 -1.79204e-06 5.64309e-07 2.68057e-08 3.09807e-06 -2.84727e-08 1.48445e-08 3.2257e-06 -4.33618e-08 3.88327e-09 3.40699e-06 -6.47225e-08 5.96996e-08 -1.31469e-06 -5.76529e-08 -1.55125e-08 -6.56455e-08 -2.18273e-08 -7.73644e-08 -3.141e-08 7.94712e-08 -1.99062e-06 -7.8701e-07
internal_weight=0 3101 3068 3030 78 56 2952 2924 96 62 2828 50 2778 2752 49 2703 2682 53 2629 2391 238 2370 2350 2319 2299 2279 2259 2138 121 100
internal_count=3121 3101 3068 3030 78 56 2952 2924 96 62 2828 50 2778 2752 49 2703 2682 53 2629 2391 238 2370 2350 2319 2299 2279 2259 2138 121 100
is_linear=0
shrinkage=0.1


Tree=6318
num_leaves=31
num_cat=0
split_feature=47 2 47 1456 483 43 52 4 394 1365 124 34 34 97 11 10 1375 52 48 0 1373 150 43 9 1374 4 12 2 2 2
split_gain=2.50097e-08 2.05215e-07 7.50706e-08 3.97457e-08 9.34979e-08 3.49466e-08 5.99112e-08 7.22004e-08 3.34112e-08 2.97958e-08 3.02438e-08 3.79024e-08 5.09291e-08 1.71787e-07 8.04886e-08 4.49959e-08 2.92119e-08 1.4024e-07 4.78389e-08 4.58381e-08 4.22324e-08 9.67864e-08 1.16909e-07 6.18834e-08 5.72163e-08 5.48894e-08 5.06999e-08 2.38742e-07 4.53107e-07 3.53528e-07
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.079429999999999987 -0.065184999999999979 -0.077944999999999987 -0.0027449999999999996 -0.011559999999999999 0.26811500000000005 0.085025000000000017 0.098110000000000017 -0.112215 -0.057544999999999992 -0.079444999999999988 -1.0000000180025095e-35 -0.0097449999999999985 0.084315000000000015 -0.080979999999999983 -0.11155999999999998 -0.24955499999999997 1.0000000180025095e-35 0.12820000000000001 -0.074359999999999996 0.08925000000000001 -0.035729999999999991 0.50194500000000009 0.083715000000000026 0.084145000000000011 0.083215000000000011 0.085785000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -3 -5 6 7 -6 9 10 11 -1 13 15 -14 -13 18 -18 -16 -20 21 23 -23 24 -21 -25 27 28 -26 -29
right_child=1 3 -4 4 5 -7 -8 -9 -10 -11 -12 12 14 -15 16 -17 17 -19 19 20 -22 22 -24 25 26 -27 -28 29 -30 -31
leaf_value=-4.0078575220074226e-06 -1.0637126024448662e-05 -4.2961247676099781e-06 5.9171641675509983e-06 6.7120210218263317e-06 -1.4587114134322273e-06 5.0304233993585637e-07 1.4132854077517451e-06 -8.6324125686587659e-06 4.1248543220717693e-06 3.2110769129287985e-06 2.7532522649263953e-06 2.2527782037499215e-06 -6.1082589235700826e-06 1.0190102799848926e-05 -4.7333115595566126e-06 -4.1495726907756068e-06 4.0151952638869108e-06 -5.830247503068584e-06 4.5032505864662161e-06 3.9927161528144747e-06 3.2826014411022277e-06 4.9353934912232948e-07 -1.0318909072566385e-05 7.6481965697894343e-06 -2.0042010616514261e-06 3.28186821380292e-07 1.7798249475101398e-07 1.0568979134291113e-05 -1.8771577424558929e-05 -6.8239590724420616e-07
leaf_weight=24 20 22 22 20 47 173 37 20 20 29 39 23 22 21 21 21 23 39 23 35 39 20 20 20 83 21 1763 30 20 404
leaf_count=24 20 22 22 20 47 173 37 20 20 29 39 23 22 21 21 21 23 39 23 35 39 20 20 20 83 21 1763 30 20 404
internal_value=0 -8.10934e-07 9.88181e-08 -1.94872e-07 1.08925e-07 -3.67833e-07 -1.8165e-06 -3.60011e-06 5.244e-08 2.27143e-08 -1.13921e-08 -5.17443e-08 -1.58883e-08 2.74869e-06 -8.54577e-08 -8.02889e-07 -3.37195e-08 -2.17791e-06 1.94776e-08 5.97555e-08 1.8126e-08 -3.45704e-08 -4.91268e-06 4.75527e-08 -2.00731e-08 3.89892e-06 -8.11372e-08 -9.31841e-07 -5.26e-06 9.53489e-08
internal_weight=0 339 2782 319 297 277 104 67 2760 2740 2711 2672 2648 65 2583 44 2561 62 2499 2478 2455 2416 40 2376 2335 41 2300 537 103 434
internal_count=3121 339 2782 319 297 277 104 67 2760 2740 2711 2672 2648 65 2583 44 2561 62 2499 2478 2455 2416 40 2376 2335 41 2300 537 103 434
is_linear=0
shrinkage=0.1


Tree=6319
num_leaves=31
num_cat=0
split_feature=156 472 401 401 402 1210 1211 15 1203 1204 43 403 1210 12 1212 2 480 2 159 1210 1186 42 42 2 15 133 15 15 2 42
split_gain=2.46506e-08 3.88738e-08 2.32686e-08 4.44798e-08 5.92795e-08 5.10635e-08 2.70447e-08 1.32638e-07 4.30464e-08 2.55551e-07 4.00684e-08 3.72589e-08 1.51416e-07 5.36656e-07 1.28878e-07 1.28674e-07 4.76294e-07 3.51568e-07 2.03091e-07 9.77431e-08 9.26006e-08 1.39657e-07 1.79018e-07 1.24155e-07 3.89712e-07 1.65592e-07 1.9552e-07 2.59513e-07 1.5522e-07 2.0044e-07
threshold=0.3248100000000001 -0.095174999999999996 -0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.15724500000000002 0.11048500000000001 0.090750000000000011 0.088820000000000024 -0.079179999999999987 -0.0073899999999999999 -0.0047449999999999992 -0.064799999999999983 0.088245000000000004 -0.083344999999999989 0.083715000000000026 0.086995000000000017 0.082850000000000021 -0.023324999999999995 -0.051429999999999997 0.057025000000000006 -0.092459999999999987 -0.088934999999999986 0.085105000000000014 0.08517000000000001 0.41553500000000004 0.096055000000000015 0.090325000000000003 0.086000000000000007 0.088200000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 8 -8 11 -10 -11 14 13 -13 -6 17 18 19 -17 -16 21 -20 -23 24 -24 26 27 28 -25 -30
right_child=-2 2 3 4 5 -7 7 -9 9 10 -12 12 -14 -15 15 16 -18 -19 20 -21 -22 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=3.8746654355420033e-06 -3.2617010931616004e-06 3.3914116556843512e-06 -4.4116713663401169e-06 4.2177956932694853e-06 8.0612382782379893e-06 -4.0813452338009106e-06 -2.1432065924879378e-06 7.9504310075089563e-06 -1.1305976142301172e-05 -1.0527909449820071e-06 5.2771688069697119e-06 -1.6464905789966314e-05 -5.6092749296424243e-08 5.9327900385142132e-06 -3.4730937266301359e-06 9.6413758538718952e-06 -1.5150211244136225e-05 1.5287988385352947e-05 5.2683776531288781e-06 2.726631686117241e-06 -6.8651995479740439e-06 -9.5513899422950918e-06 1.4174079212723342e-06 8.9161451214749828e-06 -1.3684037210623502e-05 -6.5173678346279009e-06 -6.7675996530981912e-06 1.2858883641456487e-05 3.2659528389099192e-06 -5.5930081876235473e-06
leaf_weight=26 23 20 23 33 23 31 30 23 22 20 20 23 2219 20 35 22 21 20 46 93 20 21 54 25 25 24 21 25 74 39
leaf_count=26 23 20 23 33 23 31 30 23 22 20 20 23 2219 20 35 22 21 20 46 93 20 21 54 25 25 24 21 25 74 39
internal_value=0 2.42143e-08 -8.37414e-09 -3.06532e-08 2.61302e-09 -4.38159e-08 -1.60227e-09 2.23705e-06 -4.2347e-08 -2.6491e-06 2.11219e-06 1.43612e-08 -1.69985e-07 -6.04737e-06 7.23531e-07 4.24828e-07 -4.74222e-07 2.95796e-06 3.04051e-07 1.03139e-06 -2.45204e-07 1.28807e-07 -6.38791e-07 1.33505e-08 -3.36153e-06 1.29516e-06 2.31418e-06 3.48423e-06 1.78592e-06 2.08435e-07
internal_weight=0 3098 3072 3052 3029 2996 2965 53 2912 62 40 2850 2262 43 588 565 417 148 396 128 374 354 308 287 79 208 184 163 138 113
internal_count=3121 3098 3072 3052 3029 2996 2965 53 2912 62 40 2850 2262 43 588 565 417 148 396 128 374 354 308 287 79 208 184 163 138 113
is_linear=0
shrinkage=0.1


Tree=6320
num_leaves=31
num_cat=0
split_feature=448 1348 148 147 147 2 147 40 40 376 39 33 34 33 9 15 52 3 3 47 2 1 474 0 52 3 52 52 49 49
split_gain=2.20381e-08 4.12395e-08 2.99072e-08 3.92919e-08 7.57087e-08 4.96764e-08 3.50155e-08 2.65781e-08 4.25962e-08 3.62537e-08 3.80201e-08 1.3052e-07 5.41391e-08 5.05942e-08 6.56845e-08 2.83819e-08 4.34165e-08 3.54644e-08 1.31583e-07 1.15672e-07 4.30541e-07 1.84352e-07 1.0621e-07 1.19446e-07 8.78596e-08 7.60665e-08 7.38984e-08 1.18339e-07 1.66212e-07 1.65578e-07
threshold=0.068920000000000023 0.091105000000000005 -0.098399999999999974 0.094075000000000006 0.088610000000000008 0.090545000000000014 0.086575000000000013 -0.24290999999999999 -0.099059999999999995 -0.098069999999999977 -1.0000000180025095e-35 -0.009184999999999997 -0.08786999999999999 1.0000000180025095e-35 0.089995000000000006 -0.49307999999999996 0.081010000000000013 -0.0037349999999999996 -0.0087149999999999988 0.092165000000000011 0.082850000000000021 0.103565 0.091650000000000009 0.047850000000000011 -0.11592499999999999 -0.013929999999999998 -0.23375999999999997 -0.078224999999999975 -0.043469999999999995 -0.049784999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4 -9 -10 -11 -12 -13 14 15 16 -14 18 25 20 -19 -21 23 26 -25 -17 -22 28 -28 -29
right_child=-2 -3 3 -5 5 -7 -8 8 9 10 11 12 13 -15 -16 17 -18 19 -20 21 22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-3.4593386135384206e-06 -3.3088430427596908e-06 3.7109886458589849e-06 -3.4394103749946227e-06 -3.2253266159091869e-06 4.9025373868971658e-07 7.2383413225907136e-06 -3.8118805946396606e-06 3.7981398289351394e-06 -3.6366598646121998e-06 3.2296976542056655e-06 -6.6709923775588638e-06 5.2566239628504271e-06 -5.7585293472497839e-06 -4.0493458330577897e-06 4.7332557035891419e-06 -5.2617139222196914e-08 7.5167400382269999e-07 1.6052716707690708e-05 -5.9097937229293362e-06 -9.7362589282094343e-06 -4.8137568550525129e-06 1.0357880155618447e-06 -6.1727520335352896e-06 1.6840704856371131e-06 1.0831517136011827e-05 4.4019378550822299e-06 9.7464285523352791e-06 -5.9594258054391666e-06 -1.9464150136627722e-06 1.8960851863021375e-06
leaf_weight=25 20 30 22 37 20 24 24 30 27 37 29 20 21 30 30 2245 20 20 38 24 24 47 20 21 21 39 31 39 20 86
leaf_count=25 20 30 22 37 20 24 24 30 27 37 29 20 21 30 30 2245 20 20 38 24 24 47 20 21 21 39 31 39 20 86
internal_value=0 2.13395e-08 -1.4704e-08 1.35678e-08 5.33947e-08 4.17103e-06 -7.71018e-09 2.33337e-08 4.94318e-08 1.05044e-08 4.49116e-08 3.1994e-09 7.24238e-08 3.50737e-08 7.96959e-08 2.82943e-08 -2.58282e-06 6.83151e-08 -7.36529e-08 1.00217e-06 1.91047e-06 -2.60547e-06 8.30912e-07 1.40973e-06 6.25779e-06 2.34458e-08 3.91633e-07 1.10146e-06 5.161e-06 -5.54834e-07
internal_weight=0 3101 3071 3046 3009 44 2965 2941 2919 2889 2862 2825 2796 2776 2746 2716 41 2675 2322 353 282 71 262 242 42 2284 200 176 51 125
internal_count=3121 3101 3071 3046 3009 44 2965 2941 2919 2889 2862 2825 2796 2776 2746 2716 41 2675 2322 353 282 71 262 242 42 2284 200 176 51 125
is_linear=0
shrinkage=0.1


Tree=6321
num_leaves=31
num_cat=0
split_feature=130 1 9 45 11 33 34 2 3 150 16 15 48 147 150 160 147 447 1371 151 43 43 150 1375 457 1374 13 484 4 0
split_gain=2.27347e-08 4.16351e-08 3.37559e-08 3.32862e-08 1.3952e-07 6.20128e-08 3.94586e-08 4.93075e-08 1.72338e-07 7.08988e-08 3.20608e-08 2.7374e-08 3.17102e-08 3.76721e-08 4.57218e-08 1.98382e-07 1.24655e-07 4.35895e-08 2.96409e-08 3.40059e-08 3.66632e-08 3.57465e-07 2.28322e-07 1.4188e-07 1.54358e-07 1.25436e-07 1.14108e-07 1.62548e-07 2.43236e-07 1.82439e-07
threshold=-0.23123999999999997 0.16540500000000002 -0.092544999999999975 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 -0.085739999999999983 -0.0050599999999999994 -1.0000000180025095e-35 0.085395000000000013 -0.014754999999999999 0.19724500000000003 -0.11155999999999998 0.099230000000000013 0.12640500000000002 -0.073679999999999982 0.092070000000000013 0.089395000000000016 0.084775000000000017 0.11088000000000002 -0.082389999999999977 -0.08287499999999999 0.10874500000000002 -0.15308499999999997 0.084840000000000013 1.0000000180025095e-35 -0.082574999999999982 -1.0000000180025095e-35 -0.0086549999999999978 -0.085754999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 9 10 -8 12 -9 14 16 -16 17 18 19 20 21 23 25 -14 26 -22 27 29 -29 -25
right_child=1 -3 3 -5 5 6 7 11 -10 -11 -12 -13 13 -15 15 -17 -18 -19 -20 -21 22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=3.1323788235844724e-06 3.8277293173371659e-06 -3.932993626710447e-06 8.3434033467710843e-06 -2.9988048383431211e-06 -4.8074983123445628e-06 -3.542265958164916e-06 8.6847262537048664e-07 -3.6861179616209941e-06 9.8223086139193541e-06 5.1318177020220904e-06 -3.8268979530833102e-06 2.8746378895050384e-06 8.2720144887172783e-06 3.549814921606067e-06 2.9821142286087149e-06 -9.6258170790027478e-06 7.15693338975143e-06 -4.2383006584714172e-06 -3.6982968086104762e-06 3.902684767870762e-06 -2.2735426007140829e-07 1.3761048317064706e-05 -9.9587799439859743e-06 5.4672611361183955e-06 7.9559893334669099e-06 7.7338732808129859e-06 4.6036789625137003e-07 -1.2646635153495273e-06 -1.1676791515079409e-05 -4.5773465479104551e-06
leaf_weight=23 23 27 20 37 27 31 26 24 23 20 33 32 21 29 26 24 24 25 22 22 1892 20 24 40 23 20 436 57 37 33
leaf_count=23 23 27 20 37 27 31 26 24 23 20 33 32 21 29 26 24 24 25 22 22 1892 20 24 40 23 20 436 57 37 33
internal_value=0 -2.326e-08 1.11141e-08 -1.76859e-08 1.8947e-08 -3.67164e-08 6.74213e-09 4.4253e-08 2.20433e-06 -1.35568e-08 -1.75775e-06 -3.35741e-08 -6.68227e-08 -3.55206e-08 -7.33847e-08 -3.06969e-06 -1.78152e-08 -8.2259e-08 -4.30067e-08 -1.23719e-08 -4.54611e-08 5.93932e-07 -2.65748e-07 1.86911e-07 -8.43146e-08 -1.44078e-07 -3.90993e-07 -2.61371e-06 -5.36305e-06 9.26548e-07
internal_weight=0 3098 3071 3048 3011 2991 2964 2933 102 79 59 2831 2799 2775 2746 50 2696 2672 2647 2625 2603 667 1936 647 626 1912 603 167 94 73
internal_count=3121 3098 3071 3048 3011 2991 2964 2933 102 79 59 2831 2799 2775 2746 50 2696 2672 2647 2625 2603 667 1936 647 626 1912 603 167 94 73
is_linear=0
shrinkage=0.1


Tree=6322
num_leaves=31
num_cat=0
split_feature=11 142 147 147 483 479 481 1420 157 474 0 474 16 16 482 1452 50 52 4 133 1 4 4 15 42 133 474 13 52 133
split_gain=2.36706e-08 2.8069e-08 3.07072e-08 7.35784e-08 2.79849e-08 2.96949e-08 3.26829e-08 2.94729e-08 6.63738e-08 4.71326e-08 1.00041e-07 9.59984e-08 3.38337e-08 8.35077e-08 1.09428e-07 9.3997e-08 9.11959e-08 7.67563e-08 9.48697e-08 8.98639e-08 1.6277e-07 6.83236e-08 1.3125e-07 9.38538e-08 6.76262e-08 6.90059e-08 8.92459e-08 8.12474e-08 1.94667e-07 1.41751e-07
threshold=-0.072629999999999986 -0.057499999999999989 0.099230000000000013 0.093875000000000014 -0.47181499999999993 0.11469500000000001 0.11290000000000001 0.056520000000000008 0.63397500000000007 -0.090834999999999985 -0.087794999999999998 -0.07636999999999998 0.057265000000000003 0.062650000000000025 0.11524000000000002 0.086765000000000023 -0.47248999999999991 -0.23375999999999997 -0.15289999999999995 0.061605000000000007 0.081670000000000006 -0.08835999999999998 -0.087394999999999987 0.090455000000000021 0.10705500000000003 0.10722500000000001 0.089265000000000011 -0.080759999999999985 0.10024500000000001 0.090445000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 9 10 -6 -11 17 -14 15 16 -15 -13 19 20 -19 23 -23 -20 25 26 27 -18 29 -29
right_child=1 2 -4 -5 5 -7 -8 -9 -10 11 -12 12 13 14 -16 -17 24 18 21 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.3460182456630199e-06 -3.53655766502925e-06 3.0956796202493327e-06 2.8731902495182067e-06 -5.5022421264538938e-06 2.8082424046260714e-06 -3.720981271726487e-06 3.7279636747674282e-06 -3.6237493754304687e-06 5.7912181500796581e-06 6.9708949467894861e-06 -6.0127513052066211e-06 -5.5604661057536176e-06 -5.3450301644867672e-06 6.1282156647870403e-06 6.888854491080566e-06 -6.1795175875839304e-06 6.0496406820762104e-07 -4.6078912838800962e-06 -7.6838357457722272e-07 8.4064958750437097e-06 5.8376763646655098e-06 7.3001357726263033e-06 1.5007954616808741e-07 -8.0373948094347731e-06 3.4720611868554421e-06 3.3836541743684478e-06 2.2845629627811704e-06 -1.1703318701530989e-06 -1.2207152186809772e-05 -9.4996054189244251e-06
leaf_weight=21 22 30 38 24 20 21 24 22 20 20 36 23 36 21 20 29 84 26 78 26 35 26 2043 23 37 33 56 183 21 23
leaf_count=21 22 30 38 24 20 21 24 22 20 20 36 23 36 21 20 29 84 26 78 26 35 26 2043 23 37 33 56 183 21 23
internal_value=0 2.26688e-08 4.81084e-08 1.27949e-08 5.66811e-08 2.61486e-08 5.26882e-08 2.26961e-08 5.01788e-08 1.05717e-08 -2.8624e-06 6.7162e-08 1.82514e-08 -6.91142e-07 -3.60688e-07 -6.58411e-07 -3.08821e-07 1.87199e-07 2.45771e-07 3.48371e-06 1.38547e-06 1.15955e-07 2.3993e-07 -2.4237e-06 -6.18152e-07 -9.96497e-07 -1.39035e-06 -2.05207e-06 -3.03529e-06 -2.1003e-06
internal_weight=0 3100 3078 3040 3016 2986 2965 2941 2919 2899 56 2843 2823 543 507 487 458 2280 2257 87 61 2170 2069 101 437 400 367 311 227 206
internal_count=3121 3100 3078 3040 3016 2986 2965 2941 2919 2899 56 2843 2823 543 507 487 458 2280 2257 87 61 2170 2069 101 437 400 367 311 227 206
is_linear=0
shrinkage=0.1


Tree=6323
num_leaves=31
num_cat=0
split_feature=401 1213 13 2 1212 1212 402 401 1210 1213 394 1204 1185 12 1203 403 1210 401 1210 130 13 3 4 1210 403 1183 391 129 129 43
split_gain=2.32626e-08 3.00575e-08 1.19291e-07 8.86879e-08 3.06038e-08 3.58262e-08 5.23886e-08 2.24497e-07 1.12871e-07 3.9245e-08 7.89192e-08 3.28791e-08 3.16605e-08 1.19426e-07 3.88762e-08 3.26656e-08 6.64803e-08 3.11121e-08 5.2539e-08 4.12131e-07 4.57272e-07 7.03522e-07 4.31103e-07 6.00023e-08 7.10581e-08 2.9289e-08 3.07533e-08 3.50243e-08 3.60218e-08 6.41418e-08
threshold=0.13837000000000002 0.17417500000000002 -0.084319999999999992 0.085625000000000021 0.13631000000000001 0.11387000000000001 -0.45015499999999992 -1.0000000180025095e-35 0.24726500000000004 0.11076500000000002 0.264685 0.057120000000000011 0.087380000000000013 0.087625000000000022 -1.0000000180025095e-35 -0.55049499999999985 -0.14310999999999999 -0.099524999999999988 -0.05860499999999999 0.08610000000000001 -0.088464999999999988 -0.082334999999999978 -0.082769999999999982 -0.0084249999999999985 -0.52445499999999989 -0.073809999999999973 -0.086514999999999981 0.11424000000000001 0.10311000000000002 -0.029804999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 -1 9 10 11 12 14 -14 -8 -16 -17 -18 19 20 -19 22 -22 -20 -25 -26 -27 28 -28 -30
right_child=-2 2 3 -5 -6 -7 8 -9 -10 -11 -12 -13 13 -15 15 16 17 18 23 -21 21 -23 -24 24 25 26 27 -29 29 -31
leaf_value=-1.0713279156830555e-05 -3.3170674885782539e-06 8.3811436027081937e-06 -5.549350264897969e-06 2.9837822702230089e-06 -3.581970880380444e-06 3.2308765833691083e-06 4.3205342646637115e-06 3.1374612638046531e-06 7.1552384931485665e-06 -4.2421391433642638e-06 6.2573811419497362e-06 -3.8119033181670682e-06 -8.6107286824699263e-06 7.7797906539802044e-07 2.9131781861667009e-06 -4.8866812936207032e-06 -3.5730523184914398e-06 -4.8535056895282487e-06 -4.2235383596241322e-06 -1.0912757194319057e-05 1.2013286316852663e-05 2.4770306067910584e-05 -8.2723671860662777e-06 5.538519509252143e-06 3.060330465511167e-06 3.822117232630262e-06 -1.3140519536222654e-07 -4.2827942615986102e-06 -1.0018769086985099e-06 6.9110623280721489e-06
leaf_weight=22 21 21 21 29 24 34 21 25 22 22 20 23 20 42 38 28 24 32 34 20 22 21 20 23 30 20 2381 20 21 20
leaf_count=22 21 21 21 29 24 34 21 25 22 22 20 23 20 42 38 28 24 32 34 20 22 21 20 23 30 20 2381 20 21 20
internal_value=0 2.24647e-08 2.0563e-06 -6.00133e-07 -2.52086e-08 3.19819e-09 -3.37392e-08 -3.34586e-06 1.94994e-08 -3.45964e-08 -2.45549e-09 -4.62306e-08 -1.57017e-08 -2.25064e-06 3.4232e-08 1.54778e-09 -3.91893e-08 1.13054e-08 4.35969e-08 2.13438e-06 4.88115e-06 9.82574e-06 2.35345e-06 -5.07305e-08 5.68127e-09 -4.53843e-08 -8.32281e-08 -1.15213e-07 -8.07985e-08 2.85809e-06
internal_weight=0 3100 71 50 3029 3005 2971 47 2924 2902 2880 2860 2837 62 2775 2754 2716 2688 2664 115 95 63 42 2549 2515 2492 2462 2442 2422 41
internal_count=3121 3100 71 50 3029 3005 2971 47 2924 2902 2880 2860 2837 62 2775 2754 2716 2688 2664 115 95 63 42 2549 2515 2492 2462 2442 2422 41
is_linear=0
shrinkage=0.1


Tree=6324
num_leaves=31
num_cat=0
split_feature=401 402 43 402 132 1186 1185 15 2 132 130 2 3 0 133 43 4 4 43 43 3 13 13 13 50 4 12 51 13 0
split_gain=2.45303e-08 3.39264e-08 1.76294e-07 6.09624e-08 2.64532e-08 6.8897e-07 3.88746e-07 8.49306e-08 2.76439e-08 1.02209e-07 4.7471e-08 2.79484e-08 2.91702e-08 4.92734e-08 2.53043e-08 3.74928e-08 7.40819e-08 1.79895e-07 4.85618e-08 5.80653e-08 8.70656e-08 4.37587e-08 1.67327e-07 8.5984e-08 8.07593e-08 1.15971e-07 7.63245e-08 6.4156e-08 5.43964e-08 2.46494e-07
threshold=-0.47313999999999995 -0.45015499999999992 0.05259500000000001 -0.42072999999999994 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 0.089320000000000024 -0.41094499999999995 0.087020000000000014 0.085235000000000019 -0.080104999999999996 -0.086284999999999987 -0.50375999999999987 0.084740000000000024 -0.07712999999999999 -0.083644999999999983 0.10366000000000002 0.16180500000000003 -0.013929999999999998 -0.097224999999999992 -0.099939999999999987 -0.094514999999999988 0.091320000000000012 -0.15289999999999995 0.087215000000000015 0.090560000000000015 -0.088319999999999996 -0.083804999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 7 -6 8 10 -10 11 12 13 -5 -8 21 17 -17 -18 20 -20 22 24 26 25 -16 -23 -27 29 -25
right_child=1 3 -4 4 6 -7 14 -9 9 -11 -12 -13 -14 -15 15 16 18 -19 19 -21 -22 23 -24 28 -26 27 -28 -29 -30 -31
leaf_value=3.490930039333762e-06 1.7351658102229153e-06 5.2681389392587748e-06 -9.7364036429596696e-06 6.1448066238275105e-07 -1.333825664253461e-05 1.782590609929519e-05 2.1924080232775642e-06 -6.2815922283334653e-06 6.4281943923998162e-06 -1.7532090585309806e-06 -5.1577256055100987e-06 3.2193945831490316e-06 2.0895519989088435e-06 -6.1061802131234798e-06 8.2254466135401314e-06 4.7167440689682497e-07 4.079394652349451e-06 -1.2041341487929458e-05 -7.8995944299411203e-06 1.9089466800742712e-06 2.0665168644232578e-08 1.1356994946254418e-07 9.8846704012040791e-06 -3.8227234714634383e-07 -4.9370211034608743e-06 -4.8623291300080909e-07 -8.2508877994769147e-06 5.1096776132908419e-06 -1.2876154905750999e-07 8.2887112480526661e-06
leaf_weight=20 37 22 21 24 22 22 52 25 26 37 22 21 21 20 21 27 22 20 23 38 35 20 21 138 24 140 24 24 2109 43
leaf_count=20 37 22 21 24 22 22 52 25 26 37 22 21 21 20 21 27 22 20 23 38 35 20 21 138 24 140 24 24 2109 43
internal_value=0 -2.25089e-08 -2.41833e-06 2.31558e-08 -1.504e-08 1.04604e-06 -9.75641e-08 -8.37417e-07 -4.14844e-08 1.62324e-06 -1.01258e-06 4.78117e-08 -9.76853e-07 -2.44037e-06 7.18067e-09 -3.4458e-08 -1.49559e-06 -4.85301e-06 -1.58311e-07 -1.12945e-06 -3.12013e-06 5.95697e-08 1.37558e-06 -7.01144e-08 5.20601e-07 1.22862e-06 -4.44886e-06 3.32681e-07 1.40187e-08 1.67769e-06
internal_weight=0 3101 58 3043 3021 218 2803 196 171 63 108 86 65 44 2781 2729 165 47 118 96 58 2564 230 2334 209 185 44 164 2290 181
internal_count=3121 3101 58 3043 3021 218 2803 196 171 63 108 86 65 44 2781 2729 165 47 118 96 58 2564 230 2334 209 185 44 164 2290 181
is_linear=0
shrinkage=0.1


Tree=6325
num_leaves=31
num_cat=0
split_feature=401 403 52 43 133 12 133 1208 1208 1208 403 15 1213 133 403 1185 400 398 1429 1417 11 12 11 16 51 11 11 400 399 2
split_gain=2.44768e-08 9.33993e-08 1.24559e-07 2.08537e-07 7.41978e-08 1.38873e-07 5.77213e-08 3.33447e-08 5.4759e-08 4.35514e-08 5.66494e-08 2.51517e-07 4.47594e-08 2.36379e-07 1.40013e-07 7.42814e-08 2.94731e-08 4.30516e-08 2.25316e-08 5.30825e-08 3.93995e-08 1.19007e-07 9.848e-08 8.4684e-08 1.8937e-07 6.46414e-08 5.44392e-08 5.11108e-08 3.95416e-08 3.05377e-08
threshold=-0.078179999999999986 -0.10197999999999999 0.10263500000000002 0.05259500000000001 0.51114000000000004 0.093765000000000015 0.41892500000000005 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.5335399999999999 0.087575000000000014 0.10336000000000002 -0.040449999999999993 0.022375000000000003 -0.091084999999999985 0.10782000000000001 0.094600000000000017 0.12521000000000002 -0.080324999999999994 0.090070000000000025 0.10149500000000002 0.099410000000000012 0.63167000000000006 -0.22411499999999998 0.086080000000000018 0.082485000000000017 -0.14175499999999996 -0.084269999999999984 0.088125000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 8 9 10 11 -2 15 14 -14 -12 17 18 19 -17 23 -22 -23 25 -25 26 27 -21 -29 -30
right_child=4 2 -4 -5 5 -7 -8 -9 -10 -11 12 -13 13 -15 -16 16 -18 -19 -20 20 21 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=6.5408941972472586e-06 -4.6081842008049994e-06 9.9712304063359628e-06 -6.7598872739099973e-06 -4.4695928136206935e-06 1.9221989077777837e-06 -9.4715024873869925e-06 4.8960194552212977e-06 -3.8207070286697e-06 4.3256540893394389e-06 -4.6917095596654689e-06 5.7926741729633335e-06 1.0725221375690562e-05 8.3135994264632082e-06 -8.0200619812295863e-06 -2.9684310819985432e-06 -4.9558872702122741e-06 -2.8445405950753559e-06 4.4027033786939931e-06 3.3048967634385921e-06 4.3757663807862356e-06 6.2076305883424665e-06 -6.3950473975724203e-06 2.3649554515776058e-06 1.4054775404019893e-06 -1.1649516336547096e-05 4.5181520099210883e-06 -5.2728780417510279e-06 -4.4021117327290654e-06 3.1489845121307737e-07 -3.9720474216614089e-07
leaf_weight=27 20 20 21 20 20 23 24 23 29 20 22 23 22 39 22 22 37 22 20 26 39 21 33 25 20 31 20 21 1195 1214
leaf_count=27 20 20 21 20 20 23 24 23 29 20 22 23 22 39 22 22 37 22 20 26 39 21 33 25 20 31 20 21 1195 1214
internal_value=0 1.64408e-06 -5.23359e-07 2.75082e-06 -4.77074e-08 -4.17211e-06 1.16067e-08 -2.79166e-08 1.72469e-09 -4.13069e-08 -9.16863e-09 3.5934e-06 -6.35042e-08 -2.35167e-06 2.67258e-06 5.10776e-09 -4.12602e-08 -2.97252e-09 -3.90443e-08 -6.41207e-08 -2.34331e-08 1.99833e-06 -1.04171e-06 -9.71103e-08 -4.39674e-06 -1.99331e-08 -7.67508e-08 -3.4437e-08 -8.16244e-08 -4.39614e-08
internal_weight=0 88 61 40 3033 43 2990 2966 2943 2914 2894 43 2851 83 44 2768 2746 2709 2687 2667 2645 93 54 2552 45 2507 2476 2456 2430 2409
internal_count=3121 88 61 40 3033 43 2990 2966 2943 2914 2894 43 2851 83 44 2768 2746 2709 2687 2667 2645 93 54 2552 45 2507 2476 2456 2430 2409
is_linear=0
shrinkage=0.1


Tree=6326
num_leaves=31
num_cat=0
split_feature=130 10 0 40 2 147 147 447 0 0 46 1428 473 474 2 474 97 34 10 34 33 9 2 457 457 0 133 480 481 13
split_gain=2.44554e-08 6.94549e-08 8.6934e-08 5.81839e-08 4.0218e-08 4.7342e-08 4.80605e-08 4.58557e-08 6.32773e-08 3.43605e-08 3.42979e-08 3.34547e-08 5.82038e-08 3.72249e-08 1.78228e-07 8.71589e-08 3.25579e-08 9.66461e-08 9.67557e-08 1.09721e-07 9.68915e-08 5.22541e-08 1.00308e-07 3.45426e-08 4.00579e-08 1.57787e-07 4.30456e-08 2.46178e-07 1.62232e-07 3.24464e-07
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.17025000000000004 0.10245000000000001 0.095485000000000014 0.089395000000000016 -0.080869999999999984 -0.26343999999999995 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.090834999999999985 0.10613000000000002 -0.036614999999999988 -0.086464999999999986 -0.08786999999999999 -0.011559999999999999 -0.057544999999999992 0.08573500000000002 0.088235000000000022 -1.0000000180025095e-35 0.41022000000000008 0.097000000000000017 -0.085669999999999982 0.0033250000000000003 0.11191000000000002 -0.087424999999999989 -0.08645499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 9 -9 -5 11 -11 -13 14 -14 -15 -17 -18 20 -20 -19 22 -21 24 26 -26 -24 28 29 -28
right_child=1 3 -4 4 -6 -7 -8 8 -10 10 -12 12 13 15 -16 16 17 18 19 21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-3.4855848343795512e-06 -3.8270988322134757e-07 -5.2779110167951641e-06 8.829463486108581e-06 3.9656687352941269e-06 4.3650391657614642e-06 -3.631069392105878e-06 4.3832437154378568e-06 -6.8475816157803386e-06 7.4477669667907151e-07 -3.2541269533226117e-06 3.156017623282156e-06 5.3729798855783887e-06 1.944811732060129e-06 6.1412571955335569e-06 -9.6065092520802864e-06 -3.9628466289459975e-06 5.3684946461737245e-06 -9.8794861219175798e-06 7.3762473812166723e-06 5.9481756969554616e-06 -3.6138575296718047e-08 -3.7400251729099853e-06 -3.7633406372964663e-07 3.8753401399431331e-06 -8.668572579987693e-06 2.9222575696384529e-06 2.3470961035281622e-06 1.1458474720598134e-05 5.3742610126341428e-07 -1.506851820636257e-05
leaf_weight=20 21 21 20 22 21 36 25 23 21 32 34 20 34 23 22 21 33 20 20 28 20 38 1534 22 24 23 23 20 880 20
leaf_count=20 21 21 20 22 21 36 25 23 21 32 34 20 34 23 22 21 33 20 20 28 20 38 1534 22 24 23 23 20 880 20
internal_value=0 2.24838e-08 4.11103e-06 -3.22974e-08 3.95064e-09 -2.63949e-08 1.71223e-08 -1.97911e-08 -3.22396e-06 2.86068e-08 -1.35354e-09 -3.89281e-08 -2.50818e-09 -4.08361e-08 -2.59321e-06 1.11584e-08 -4.05629e-08 -1.01127e-08 -7.65401e-08 -2.3566e-09 -4.95781e-06 -5.88543e-08 -4.50915e-09 -6.99747e-08 -1.04363e-07 -2.99646e-06 -4.94869e-08 4.82203e-07 2.44364e-07 -5.75319e-06
internal_weight=0 3101 41 3060 3039 3018 2982 2957 44 2913 2891 2857 2825 2805 56 2749 2726 2705 2672 2632 40 2612 2574 2546 2524 47 2477 943 923 43
internal_count=3121 3101 41 3060 3039 3018 2982 2957 44 2913 2891 2857 2825 2805 56 2749 2726 2705 2672 2632 40 2612 2574 2546 2524 47 2477 943 923 43
is_linear=0
shrinkage=0.1


Tree=6327
num_leaves=31
num_cat=0
split_feature=40 130 42 132 1185 1203 2 133 3 1212 1213 15 1213 1213 133 1212 42 401 401 391 130 401 16 1 43 1212 1209 1213 0 403
split_gain=2.6721e-08 6.60933e-08 4.38392e-08 2.55556e-08 1.58603e-07 6.98164e-08 2.97226e-08 3.88915e-08 7.58645e-08 2.51193e-08 4.26186e-08 8.35179e-08 7.64694e-08 4.36169e-08 3.21207e-07 2.9164e-07 5.55661e-07 1.70975e-07 5.08213e-08 1.24098e-07 4.53224e-08 4.55396e-08 1.00343e-07 1.32429e-07 8.26538e-08 3.68344e-08 6.09995e-08 5.5682e-08 3.51136e-07 1.87586e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10467500000000002 -0.25159999999999993 -0.068334999999999993 -0.52517999999999987 -0.24064499999999997 0.088345000000000021 -0.15413999999999997 -0.090764999999999985 -0.054584999999999995 -0.089544999999999986 0.086730000000000015 0.11370000000000001 0.10632500000000002 -0.087114999999999984 0.12303500000000002 0.081905000000000019 -0.087659999999999988 0.08801500000000001 0.0010100000000000003 -0.063924999999999996 -0.084519999999999984 0.093235000000000026 -0.086729999999999988 -0.45015499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 8 -3 -6 11 -11 -12 14 -14 16 -15 18 19 -17 21 25 24 -24 -23 -21 -27 -28 -29 -30
right_child=1 2 -4 4 9 -7 -8 -9 -10 10 12 -13 13 15 -16 17 -18 -19 -20 20 -22 22 23 -25 -26 26 27 28 29 -31
leaf_value=3.643470465704013e-06 -5.48512315080271e-06 5.3439647894037995e-07 4.2727450098330644e-06 8.7211124212314783e-06 3.4438265282958691e-06 -5.7200422361347593e-06 2.1296837776150679e-06 8.5872243782844484e-08 -7.3368159078768265e-06 9.3538225832566647e-07 5.5405580133083285e-06 -5.9247692705152342e-06 -9.2999057923145418e-06 -2.3873186053250443e-06 5.407274662477196e-06 -7.8926792048150678e-06 2.040352824906222e-05 -8.0065183628566627e-06 5.0140925486630299e-06 3.5579517204782694e-06 4.4343785149343926e-06 9.0597550853191125e-06 2.910461334424228e-06 -6.8868193734901574e-06 5.7804456446319827e-07 -5.2814399208253471e-06 -2.085789771855693e-07 1.2193849279530975e-05 -8.8136715377281099e-06 2.0985373394069027e-06
leaf_weight=20 22 25 24 21 21 28 38 106 24 36 25 35 33 23 27 20 20 27 20 27 23 27 37 22 20 23 2248 26 23 50
leaf_count=20 22 25 24 21 21 28 38 106 24 36 25 35 33 23 27 20 20 27 20 27 23 27 37 22 20 23 2248 26 23 50
internal_value=0 -2.35028e-08 1.55215e-08 -1.79232e-08 6.28437e-08 -1.05364e-06 -3.76649e-07 -9.91105e-07 -3.32089e-06 -1.79319e-09 -2.77094e-08 -2.44638e-06 3.54019e-08 -1.56474e-08 -2.68167e-06 4.50361e-08 8.21308e-06 -9.04154e-08 -7.12049e-09 -4.65644e-08 1.55584e-08 -2.5046e-08 2.00331e-06 -7.42762e-07 5.45052e-06 -1.14744e-07 -1.56585e-07 -1.06363e-07 2.21467e-06 -1.33956e-06
internal_weight=0 3101 3079 3055 2834 221 193 155 49 2813 2792 71 2721 2696 60 2636 43 2593 2566 2546 2526 2503 106 59 47 2397 2370 2347 99 73
internal_count=3121 3101 3079 3055 2834 221 193 155 49 2813 2792 71 2721 2696 60 2636 43 2593 2566 2546 2526 2503 106 59 47 2397 2370 2347 99 73
is_linear=0
shrinkage=0.1


Tree=6328
num_leaves=31
num_cat=0
split_feature=130 40 12 16 12 132 15 1185 1186 15 147 147 447 483 158 158 484 1455 15 1455 160 43 3 13 52 48 1 16 15 160
split_gain=2.4461e-08 3.90004e-08 2.96035e-08 8.50104e-08 4.32559e-08 3.18555e-08 7.97405e-07 3.67308e-07 1.04527e-07 2.97232e-08 3.41804e-08 2.83907e-08 5.58801e-08 3.54982e-08 5.15436e-08 6.37593e-08 4.33138e-08 3.79351e-08 1.67559e-07 5.65825e-08 3.34868e-08 1.5216e-07 2.04138e-07 1.45682e-07 1.23355e-07 2.52049e-07 2.15612e-07 1.23019e-07 9.67959e-08 7.72552e-08
threshold=-0.23123999999999997 -0.24290999999999999 0.12477500000000001 -0.088909999999999989 0.11734000000000001 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.0044650000000000011 0.19724500000000003 0.10479500000000001 0.095485000000000014 0.09227500000000001 -0.47181499999999993 0.12212000000000002 0.11651000000000002 -0.070054999999999992 -0.097209999999999977 0.088495000000000018 -0.089344999999999994 0.086325000000000013 -0.095049999999999982 -0.091054999999999983 -0.086919999999999983 -0.080114999999999978 0.092150000000000024 0.090475000000000014 -0.071854999999999988 -0.09095499999999998 0.066685000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 8 -7 -3 10 11 12 13 -9 15 17 -16 18 -15 -19 29 -22 -23 27 25 28 -26 -24 -25 -21
right_child=1 2 3 -5 -6 7 -8 9 -10 -11 -12 -13 -14 14 16 -17 -18 19 -20 20 21 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=3.2491284060923769e-06 -4.4257481931708758e-06 -1.0044235573579599e-07 6.8725570682678002e-06 -3.67820006204056e-07 -3.5391655631298947e-06 -1.3591456990980078e-05 1.9625142336042789e-05 3.7642195857188198e-06 -7.642684267054955e-06 3.3746051704278776e-06 -4.0414331037720242e-06 2.9695421378761467e-06 -5.1649917926018444e-06 1.9814577811416714e-06 -2.9348805597351207e-07 5.1634706134488324e-06 -6.8748129228879403e-06 4.8737862603805604e-06 -9.3554484506471048e-06 1.4900182806188022e-08 -6.9303335222732713e-06 9.5559728742955494e-06 -1.023467087819612e-05 -4.1936251329843803e-06 -9.9592977546438177e-07 -1.1636346341674654e-05 1.1163364393723896e-05 -6.8873132308740256e-07 4.4411312784005364e-06 3.4876562803233492e-06
leaf_weight=23 20 147 24 50 35 20 21 25 21 26 21 32 21 32 20 24 20 24 22 2178 38 20 27 20 35 20 25 27 37 66
leaf_count=23 20 147 24 50 35 20 21 25 21 26 21 32 21 32 20 24 20 24 22 2178 38 20 27 20 35 20 25 27 37 66
internal_value=0 -2.41206e-08 4.48e-09 1.98041e-06 -4.41947e-08 -2.99432e-09 1.25326e-06 -8.84017e-08 -1.04322e-06 9.44653e-09 -2.25557e-08 8.55244e-09 -2.67895e-08 1.37753e-08 -2.18077e-08 3.31032e-08 -3.58415e-06 -1.47882e-08 -2.63728e-06 4.14751e-08 -5.04539e-09 -1.10529e-06 -5.62247e-08 -1.06274e-06 6.71161e-07 -1.97763e-06 4.07044e-06 -5.4617e-06 1.41139e-06 1.1704e-07
internal_weight=0 3098 3078 74 3004 2969 189 2780 168 2760 2734 2713 2681 2660 2635 2595 40 2571 54 2517 2493 249 211 191 137 77 60 54 57 2244
internal_count=3121 3098 3078 74 3004 2969 189 2780 168 2760 2734 2713 2681 2660 2635 2595 40 2571 54 2517 2493 249 211 191 137 77 60 54 57 2244
is_linear=0
shrinkage=0.1


Tree=6329
num_leaves=31
num_cat=0
split_feature=40 130 12 16 400 16 132 1203 399 2 3 132 133 403 15 129 1185 1182 390 129 3 159 3 2 16 2 41 33 41 14
split_gain=2.56282e-08 5.93207e-08 3.6039e-08 7.5094e-08 4.58841e-08 5.39391e-08 5.15771e-08 7.3676e-07 4.7549e-07 6.97512e-08 5.06637e-08 4.24041e-08 3.5221e-08 5.80595e-08 3.84251e-08 3.43701e-08 7.94424e-08 5.0764e-08 4.6457e-08 3.7528e-08 1.10619e-07 2.26406e-07 1.87464e-07 7.65002e-08 1.09214e-07 1.04692e-07 4.32777e-08 9.97273e-08 8.66973e-08 3.48493e-08
threshold=-0.24620999999999996 -0.22699999999999995 0.12477500000000001 -0.082179999999999989 0.091560000000000016 -0.07550999999999998 -0.083284999999999984 0.089480000000000018 0.091580000000000009 0.082850000000000021 -0.085709999999999995 -0.014134999999999998 -0.37971999999999995 -0.020569999999999995 0.084510000000000016 0.11234000000000001 0.090595000000000009 0.086460000000000009 0.088565000000000019 0.084115000000000009 -0.094874999999999987 0.086110000000000006 -0.091869999999999993 0.094565000000000024 -0.085254999999999984 0.10381000000000001 0.088520000000000015 -0.0066799999999999993 0.093020000000000019 -0.23960999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 10 7 9 11 -3 -6 -8 -11 14 -14 16 17 18 19 26 21 -21 -22 24 -24 -25 27 -13 -28 -29
right_child=1 2 3 -5 5 -7 8 -9 -10 12 -12 15 13 -15 -16 -17 -18 -19 -20 20 22 -23 23 25 -26 -27 28 29 -30 -31
leaf_value=3.5682007273862836e-06 -5.1972357885626321e-06 -5.9804081424565749e-06 6.0589839389043236e-06 -3.4482497752872002e-07 -1.4133976070037795e-06 1.3883358671288685e-06 4.1296093913842922e-06 1.9713193617008076e-05 -1.5074667999215308e-05 -3.3506670315150785e-06 -8.4459923755275678e-06 5.8941121697638929e-06 -1.8556197856014478e-06 5.7956558043770207e-06 3.0121811372888867e-06 3.5425905513909166e-06 -5.8950932883738506e-06 -5.0121449547191336e-06 4.2511766685912821e-06 1.0889131253861706e-05 -8.7944269926949699e-06 -2.846659672286478e-06 3.7091648618183239e-06 9.713579358850396e-06 -4.8666425262429896e-06 7.8243094809035295e-07 -8.1198328871323617e-06 1.7991549441376264e-06 2.7311171884036868e-07 -1.8599414363874832e-07
leaf_weight=20 22 22 30 47 21 21 25 20 21 23 20 28 50 20 24 27 23 20 26 30 21 20 27 21 33 35 20 92 32 2280
leaf_count=20 22 22 30 47 21 21 25 20 21 23 20 28 50 20 24 27 23 20 26 30 21 20 27 21 33 35 20 92 32 2280
internal_value=0 -2.30042e-08 1.39666e-08 2.15017e-06 -4.08259e-08 -2.733e-06 1.59478e-08 1.76764e-06 -8.42026e-08 -8.14459e-07 -4.84393e-06 2.98553e-08 1.56916e-07 1.01515e-06 -2.76874e-07 -7.61959e-09 -4.30168e-08 7.11271e-09 4.47807e-08 3.33836e-09 1.36886e-06 5.39481e-06 -1.00471e-07 1.47344e-06 -1.00753e-06 4.13161e-06 -1.00802e-07 -3.89622e-08 -2.95494e-06 -1.08998e-07
internal_weight=0 3101 3079 77 3002 62 2940 159 2781 139 41 2760 117 94 74 2735 2708 2685 2665 2639 187 50 137 116 60 56 2452 2400 52 2372
internal_count=3121 3101 3079 77 3002 62 2940 159 2781 139 41 2760 117 94 74 2735 2708 2685 2665 2639 187 50 137 116 60 56 2452 2400 52 2372
is_linear=0
shrinkage=0.1


Tree=6330
num_leaves=31
num_cat=0
split_feature=132 1185 15 130 1 9 45 11 33 34 9 9 1186 391 133 16 43 43 43 0 2 43 1212 13 1210 394 43 403 16 4
split_gain=2.60515e-08 1.84764e-07 1.03713e-07 2.49397e-08 4.04113e-08 2.68931e-08 3.59304e-08 1.2939e-07 6.87805e-08 4.1193e-08 5.20693e-08 5.52477e-08 2.52182e-08 5.64685e-08 3.46944e-08 4.18805e-08 4.04296e-08 3.39144e-08 5.56672e-08 2.50998e-07 7.5083e-08 6.12529e-08 1.26907e-07 3.03778e-07 1.19158e-07 3.24865e-08 3.56584e-08 2.88376e-07 2.75365e-07 1.33011e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.23123999999999997 0.16540500000000002 -0.092544999999999975 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 -0.085739999999999983 0.088235000000000022 0.10141500000000002 0.090275000000000008 -0.086319999999999994 -0.49970500000000001 -0.080789999999999987 0.27194500000000005 0.16180500000000003 0.084740000000000024 -0.097274999999999986 0.11585500000000001 0.055925000000000009 0.08401500000000002 -0.079299999999999995 0.15724500000000002 0.0066850000000000008 0.0016850000000000001 0.0033700000000000002 -0.087484999999999993 -0.076229999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 7 -7 -9 -10 12 -12 13 -11 15 -15 17 18 21 -20 -21 24 23 -23 25 26 -16 28 -28 -30
right_child=1 3 -4 4 -6 6 -8 8 9 10 11 -13 -14 14 16 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-1.8966371493715312e-07 9.4258405061693691e-06 3.291497187487751e-06 -6.5120505792037879e-06 3.4255081569357495e-06 -4.1007988026346236e-06 8.0476536936657794e-06 -3.1035573089399338e-06 -5.0472222331639697e-06 -3.5995450425909966e-06 -5.3161844971327817e-06 7.1873835752610058e-06 1.6537201087306709e-08 2.8460825477293018e-06 5.3056795742897392e-06 -2.1583458157216382e-08 -3.7441451522113314e-07 -4.403998773990939e-06 3.0072307407789521e-06 -1.1470892399223017e-05 3.5074050306081374e-06 -3.8333910941384438e-06 1.5445187004843321e-05 -2.0506780856521799e-06 -3.6247828017709962e-07 -6.4213632711094946e-06 -3.7102290662005544e-06 -9.6075060875071877e-06 8.998392978183629e-06 8.8280736409138803e-06 -2.2983938278416234e-06
leaf_weight=192 21 23 30 23 24 20 37 27 31 20 21 22 31 27 2161 25 21 37 23 38 22 20 34 31 29 23 28 37 21 22
leaf_count=192 21 23 30 23 24 20 37 27 31 20 21 22 31 27 2161 25 21 37 23 38 22 20 34 31 29 23 28 37 21 22
internal_value=0 7.99497e-08 -1.04404e-06 1.17552e-08 -1.46665e-08 1.99739e-08 -7.92038e-09 3.34144e-08 -2.48498e-08 2.49314e-08 6.66539e-08 3.51858e-06 1.06416e-08 -2.29204e-08 1.78127e-08 2.57487e-06 -3.43925e-08 1.93438e-09 -4.27406e-08 -2.58896e-06 8.1578e-07 4.50966e-08 2.68169e-06 5.83661e-06 -5.14612e-08 2.91353e-08 6.70398e-08 1.84033e-06 -1.88993e-06 3.13546e-06
internal_weight=0 2899 222 2878 2855 2831 2808 2771 2751 2724 2693 43 2650 2619 2599 52 2547 2526 2489 83 60 2406 85 51 2321 2292 2269 108 71 43
internal_count=3121 2899 222 2878 2855 2831 2808 2771 2751 2724 2693 43 2650 2619 2599 52 2547 2526 2489 83 60 2406 85 51 2321 2292 2269 108 71 43
is_linear=0
shrinkage=0.1


Tree=6331
num_leaves=31
num_cat=0
split_feature=49 45 11 33 31 9 16 123 4 9 4 151 43 133 1453 51 2 16 2 147 151 15 151 402 2 13 4 43 3 13
split_gain=2.34104e-08 2.18582e-08 1.07291e-07 5.5008e-08 2.64774e-08 5.71908e-08 7.78691e-08 4.21869e-08 3.92414e-08 5.91644e-07 4.68683e-07 8.02121e-08 8.48281e-08 2.64589e-07 2.24917e-07 1.34051e-07 1.67791e-07 2.71781e-07 1.55352e-07 1.68041e-07 1.2947e-07 1.18535e-07 7.90516e-08 8.66551e-08 8.16914e-08 7.08869e-08 8.16581e-08 6.48818e-08 7.71337e-08 7.4476e-08
threshold=-0.42399999999999993 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 -0.082169999999999979 -1.0000000180025095e-35 -0.25582999999999995 0.083855000000000013 0.053180000000000012 0.082870000000000013 0.055260000000000011 0.092070000000000013 -0.095049999999999982 0.089595000000000022 -0.051044999999999993 -0.44986999999999994 0.10188000000000001 -0.11118499999999999 0.10644500000000001 0.091170000000000015 -1.0000000180025095e-35 -0.053579999999999996 -0.077429999999999985 0.081585000000000019 0.15109000000000003 -0.087404999999999997 0.19806500000000002 -0.078139999999999973 -0.026224999999999995 -0.074044999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 6 -6 -5 9 -7 -10 12 13 21 -14 -16 17 20 -18 22 -17 -12 -20 24 27 26 -22 -24 -29 -30
right_child=1 -3 3 4 5 8 -8 -9 10 -11 11 -13 14 -15 15 16 18 -19 19 -21 25 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=3.1111579327595487e-06 6.4023832954682381e-06 -2.3765732690569564e-06 -4.5424991892812408e-06 9.1492083594771213e-07 -6.2816491436024086e-07 -6.4453153212066796e-08 8.1961846194644754e-06 -5.1648600838234418e-06 1.5739114124926346e-05 -1.7339571597858595e-05 5.3860471457629768e-06 -5.611116470707044e-06 1.1012877673368037e-05 -1.0898626638104013e-05 -5.920120856312532e-06 8.5715795876240015e-06 -7.3462606392680642e-06 1.1018130082144733e-05 -5.7089011769912087e-06 8.7207629289445152e-06 -7.2370491683283362e-06 -4.3444170798812557e-06 6.6857807269116169e-06 -6.0107582103661299e-06 -3.6993880051092923e-06 2.3958242306498793e-06 4.1842378566882058e-07 4.219877816715532e-06 -4.3410010082172655e-06 1.9285123065060363e-06
leaf_weight=24 26 39 27 21 20 2269 20 25 20 20 31 23 21 26 31 21 31 36 27 21 22 21 23 21 33 64 38 44 36 40
leaf_count=24 26 39 27 21 20 2269 20 25 20 20 31 23 21 26 31 21 31 36 27 21 22 21 23 21 33 64 38 44 36 40
internal_value=0 -2.41104e-08 5.89154e-09 -4.89596e-08 -8.58508e-09 2.84251e-08 3.78401e-06 -2.38931e-06 -2.30388e-08 -2.15393e-07 6.7585e-07 1.81972e-07 4.08959e-07 -2.66192e-06 8.79545e-07 4.43479e-07 8.75146e-07 3.24129e-06 -6.76566e-07 1.67355e-07 1.31049e-06 1.45644e-06 -6.34527e-07 6.09457e-08 7.8541e-07 8.07885e-08 -2.38858e-06 1.82036e-06 8.87826e-07 -1.04126e-06
internal_weight=0 3097 3058 3032 3005 2959 40 46 2919 2289 630 610 587 78 509 488 457 181 276 245 145 52 224 197 176 124 60 143 120 76
internal_count=3121 3097 3058 3032 3005 2959 40 46 2919 2289 630 610 587 78 509 488 457 181 276 245 145 52 224 197 176 124 60 143 120 76
is_linear=0
shrinkage=0.1


Tree=6332
num_leaves=31
num_cat=0
split_feature=11 132 1185 1203 2 0 2 52 0 1213 3 120 483 483 120 2 12 483 42 4 483 33 13 12 133 12 480 12 480 1456
split_gain=3.05197e-08 2.22353e-08 1.5258e-07 9.21436e-08 2.30501e-08 4.30941e-08 3.93193e-08 5.77515e-08 2.75166e-08 3.82358e-08 3.10172e-08 2.27111e-08 4.19654e-08 2.11576e-07 1.39499e-07 8.91229e-08 1.64448e-07 2.02584e-07 1.06776e-07 7.52591e-08 7.05979e-08 5.9509e-08 5.11058e-08 3.28113e-08 1.54031e-07 8.73142e-08 4.59016e-08 4.93033e-08 3.77133e-08 3.70164e-08
threshold=-0.072629999999999986 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11585500000000001 -0.098289999999999975 0.097385000000000013 0.089575000000000016 -0.084889999999999979 0.085435000000000025 -0.088084999999999983 0.09852000000000001 0.10083000000000002 0.10452500000000002 1.0000000180025095e-35 0.096540000000000015 0.094435000000000005 0.12236500000000002 0.09112000000000002 0.63113500000000011 0.095250000000000015 -0.0066799999999999993 -0.080759999999999985 0.12757000000000002 0.017095000000000003 0.11650500000000001 0.11387000000000001 0.11351500000000002 0.10344000000000002 -0.011624999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 8 9 -7 -10 12 14 -14 19 16 17 -15 -17 20 21 -4 -22 25 -25 26 27 28 29 -23
right_child=1 2 11 -5 -6 6 -8 -9 10 -11 -12 -13 13 15 -16 18 -18 -19 -20 -21 22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-3.799396795113266e-06 -4.5992579662592822e-06 8.5928844955993738e-06 4.5574437151650461e-06 -6.3011942724447832e-06 2.736471533755965e-06 4.2279120551332501e-06 3.4272673072369544e-06 -5.1206035152517872e-06 1.1585861702201329e-06 -1.0673329888959416e-06 -4.4107240722723881e-06 -3.3202909389729035e-06 1.0751947421671171e-05 5.1380934582271706e-06 -8.3474981346398651e-06 1.4010188596540294e-06 9.1119187118238198e-06 -8.3110131007353121e-06 -7.7520013146568096e-06 5.9982015781791966e-06 -6.838228083931124e-07 -1.2350514511244135e-06 -7.7470385258493492e-06 -8.2876367923745433e-06 2.0523629185684997e-06 5.1667185199689946e-06 4.1687003755004514e-06 -4.3048831725156097e-06 -4.0382620636344887e-06 1.5138450416346024e-07
leaf_weight=21 23 21 29 28 24 30 28 24 20 25 20 20 22 24 20 26 24 21 25 21 21 211 20 25 34 33 26 27 23 2205
leaf_count=21 23 21 29 28 24 30 28 24 20 25 20 20 22 24 20 26 24 21 25 21 21 211 20 25 34 33 26 27 23 2205
internal_value=0 2.57328e-08 1.00116e-07 -9.38562e-07 -1.64574e-07 -5.74133e-07 5.56482e-08 -7.37674e-07 3.69592e-07 1.82098e-06 -1.62607e-06 3.76906e-08 6.13634e-08 1.73689e-06 -2.69204e-08 8.4129e-08 2.42709e-06 -1.13816e-06 -3.08576e-06 3.52895e-08 -1.18925e-08 5.27127e-08 -4.12929e-06 2.15652e-09 -2.32899e-06 5.66269e-08 -1.10428e-08 -5.51115e-08 -8.06603e-09 3.03009e-08
internal_weight=0 3100 2878 222 194 170 147 119 95 55 40 2857 2837 142 2695 120 69 45 51 2675 2654 2613 41 2584 59 2525 2492 2466 2439 2416
internal_count=3121 3100 2878 222 194 170 147 119 95 55 40 2857 2837 142 2695 120 69 45 51 2675 2654 2613 41 2584 59 2525 2492 2466 2439 2416
is_linear=0
shrinkage=0.1


Tree=6333
num_leaves=31
num_cat=0
split_feature=40 130 42 123 47 2 47 0 3 1456 16 483 47 4 4 0 0 13 124 393 148 447 484 43 483 13 158 3 160 159
split_gain=2.57516e-08 5.57315e-08 3.81116e-08 2.75507e-08 3.12399e-08 1.89815e-07 6.76688e-08 4.74163e-08 4.69964e-08 1.32645e-07 9.64123e-08 7.24146e-08 4.3662e-08 1.00282e-07 5.29935e-08 4.7883e-08 3.74225e-08 6.26958e-08 3.4773e-08 3.31587e-08 3.36602e-08 9.28585e-08 4.29996e-08 1.11207e-07 4.05094e-08 9.23115e-08 6.27669e-08 4.03629e-08 3.86918e-08 2.21265e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.11679000000000002 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.019414999999999998 0.097915000000000016 -0.077604999999999993 -0.078844999999999985 -1.0000000180025095e-35 0.10843500000000002 0.058735000000000009 0.058735000000000009 -0.080499999999999988 -0.091354999999999978 -0.076384999999999995 0.098110000000000017 0.12679500000000002 -0.10069499999999999 0.094580000000000011 -0.23687999999999995 -0.074974999999999986 0.12236500000000002 -0.075974999999999987 -0.47336999999999996 -0.084074999999999997 -0.54913999999999985 -0.025879999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 18 8 9 -7 -10 -11 13 16 15 -14 -13 -18 19 20 -3 22 23 27 26 -26 -24 -22 29 -28
right_child=1 2 -4 -5 5 7 -8 -9 10 11 -12 12 14 -15 -16 -17 17 -19 -20 -21 21 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=3.5767750194537487e-06 -5.0383182181948628e-06 3.5951761365140556e-06 3.9821614406558107e-06 2.7711086009471081e-06 -1.0415092004336657e-05 -8.4367882345759432e-06 5.7151547133842195e-06 -5.0638935363167549e-06 -1.2234099722263638e-06 5.8099237594433366e-06 7.1850602107588207e-06 -4.0973931763801371e-06 -3.5169520773789287e-06 6.2758709908358957e-06 -4.8148316218998847e-06 2.6251986128045249e-06 4.9186251453647856e-06 -2.5286328130173042e-06 3.4017764907427291e-06 3.6026180205226411e-06 2.025638824224271e-06 -5.9256831937764897e-06 5.5312481617875172e-06 6.479120768127749e-06 -7.9430328306833488e-06 9.7113034709213239e-07 -3.4597164934043139e-06 -3.965677577703584e-06 -1.5766694513935189e-07 8.6924169314944924e-06
leaf_weight=20 22 25 24 35 20 20 21 20 30 20 25 25 22 26 40 30 20 26 30 25 22 27 20 35 21 26 31 23 2361 29
leaf_count=20 22 25 24 35 20 20 21 20 30 20 25 25 22 26 40 30 20 26 30 25 22 27 20 35 21 26 31 23 2361 29
internal_value=0 -2.30655e-08 1.27694e-08 -1.8414e-08 -5.07429e-08 -9.7851e-07 6.07543e-08 -3.57682e-07 -2.62587e-08 -6.56689e-07 2.59862e-06 8.78186e-08 -5.17695e-07 9.62535e-07 -2.07837e-06 2.65964e-08 -9.83194e-07 7.09305e-07 1.63646e-08 -2.20333e-08 -5.66196e-08 -9.18007e-08 -3.04632e-08 2.25153e-06 -1.03839e-07 -3.01179e-06 -4.78483e-08 -1.03659e-06 -9.39375e-08 2.41381e-06
internal_weight=0 3101 3079 3055 3020 324 2696 304 284 229 55 209 189 97 92 52 71 46 2675 2645 2620 2595 2568 80 2488 47 2441 45 2421 60
internal_count=3121 3101 3079 3055 3020 324 2696 304 284 229 55 209 189 97 92 52 71 46 2675 2645 2620 2595 2568 80 2488 47 2441 45 2421 60
is_linear=0
shrinkage=0.1


Tree=6334
num_leaves=31
num_cat=0
split_feature=130 40 482 0 0 483 15 15 483 483 474 1 12 474 1 156 4 2 156 4 471 1 471 132 1186 1185 15 157 157 13
split_gain=2.45104e-08 3.41985e-08 2.97913e-08 1.16294e-07 1.2324e-07 1.72346e-07 1.31702e-07 9.22499e-08 1.22886e-07 5.67746e-08 3.88296e-08 1.45633e-07 3.40512e-07 1.15132e-07 1.13995e-07 5.16704e-08 4.48299e-08 1.22837e-07 1.80551e-07 7.00458e-08 1.09156e-07 6.37282e-08 5.76749e-08 3.51821e-08 7.05332e-07 3.67976e-07 8.55776e-08 3.8832e-08 1.81734e-07 1.76547e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.080200000000000007 -0.059114999999999994 -0.077809999999999976 0.11517500000000001 -0.010414999999999999 -0.026084999999999994 0.087775000000000006 0.096720000000000014 0.091180000000000011 0.10022000000000002 0.085635000000000003 0.089190000000000005 0.11249000000000002 -0.065739999999999979 -0.50427999999999995 0.095195000000000016 0.093155000000000002 -0.50052499999999989 -0.04945999999999999 0.080000000000000016 0.086110000000000006 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 -0.087424999999999989 -0.086394999999999986 -0.085744999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 4 6 -6 7 8 -4 -10 13 12 -12 16 -13 -14 17 21 -19 -18 -21 -3 23 24 26 -25 -22 29 -29 -27
right_child=1 2 3 -5 5 -7 -8 -9 9 -11 11 14 15 -15 -16 -17 19 18 -20 20 22 -23 -24 25 -26 27 -28 28 -30 -31
leaf_value=3.2524100076799463e-06 -4.1459025987933275e-06 5.5233707165652526e-06 7.71960931951585e-06 5.9964346553442739e-06 -9.4217069675193806e-06 2.126568167189665e-06 7.2453380504100551e-06 -5.6752352836907533e-06 -3.8804721615663098e-06 2.0366900207758429e-06 -1.5747063802109551e-05 7.8218872834606209e-06 2.4484229697918639e-06 7.2004125361114681e-06 -1.5290277431745382e-06 -3.3920758727562673e-06 5.2829718406428586e-06 -1.0945786641108109e-05 1.494377156632254e-06 -7.0495957433277828e-06 1.3707689631817074e-07 -1.8216804888921885e-06 3.8406533081004648e-06 -1.3016808274683585e-05 1.9056136170547689e-05 -9.8589894739895744e-06 -6.1622774137504174e-06 8.5433716049010399e-06 -3.1963097697353127e-08 2.9861765167513477e-07
leaf_weight=23 20 21 23 40 28 24 32 23 31 34 20 22 28 22 32 33 25 28 20 22 157 27 39 22 20 22 25 25 2156 77
leaf_count=23 20 21 23 40 28 24 32 23 31 34 20 22 28 22 32 33 25 28 20 22 157 27 39 22 20 22 25 25 2156 77
internal_value=0 -2.41461e-08 2.63598e-09 1.08473e-06 7.72004e-08 -4.09173e-06 1.59318e-06 -3.62754e-08 1.43754e-06 -7.85341e-07 -8.6809e-08 -1.74201e-06 -4.42375e-06 -4.29343e-09 2.2806e-06 -7.11191e-07 -6.33044e-08 -2.1853e-06 -5.76239e-06 1.53488e-08 -3.59926e-08 1.39178e-06 2.46835e-08 -3.47505e-08 1.23063e-06 -1.45787e-07 -7.28219e-07 -2.15931e-08 6.63328e-08 -1.95863e-06
internal_weight=0 3098 3078 235 195 52 143 111 88 65 2843 135 81 2708 54 61 2686 96 48 2590 2565 48 2543 2504 202 2302 182 2280 2181 99
internal_count=3121 3098 3078 235 195 52 143 111 88 65 2843 135 81 2708 54 61 2686 96 48 2590 2565 48 2543 2504 202 2302 182 2280 2181 99
is_linear=0
shrinkage=0.1


Tree=6335
num_leaves=31
num_cat=0
split_feature=11 132 1185 1203 13 16 15 0 3 12 40 1 10 16 9 10 51 34 39 9 2 44 1455 158 482 4 457 482 4 42
split_gain=2.58764e-08 2.43834e-08 1.64275e-07 8.74879e-08 2.42414e-08 3.99147e-08 5.78623e-08 2.77166e-08 7.07077e-08 2.86387e-08 2.39576e-08 7.10644e-08 2.66466e-08 7.81274e-07 4.93517e-07 1.02441e-07 3.45257e-08 3.15911e-08 2.1879e-07 3.38854e-08 8.86476e-08 2.8506e-08 7.35279e-08 5.04635e-08 4.1156e-08 1.37759e-07 4.8588e-08 8.53105e-08 7.0596e-08 8.57008e-08
threshold=-0.072629999999999986 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.051094999999999995 -0.095094999999999985 -0.091964999999999977 -0.073309999999999986 -0.083654999999999993 0.087505000000000013 -0.24620999999999996 0.16175000000000003 -0.012544999999999999 -0.056919999999999991 0.081890000000000004 -0.0091199999999999979 0.091630000000000003 -0.057544999999999992 0.089790000000000023 0.092890000000000014 -0.090999999999999984 0.099360000000000018 0.11192500000000001 -0.46695499999999995 0.080200000000000007 -0.053309999999999989 -0.087099999999999997 0.088770000000000002 -0.013125 0.085935000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 -7 8 9 -8 -4 12 13 14 16 -14 -12 18 -17 20 -19 22 23 -22 -25 -26 -27 -28 -29 -30
right_child=1 2 10 -5 5 6 7 -9 -10 -11 11 -13 15 -15 -16 17 -18 19 -20 -21 21 -23 -24 24 25 26 27 28 29 -31
leaf_value=-3.4984531362440631e-06 2.4344558526003123e-06 8.9138214077268326e-06 3.4857217778494487e-06 -6.2114972641731073e-06 -4.3811517439280581e-06 4.936465846867577e-06 -1.9070407755434109e-06 2.0164580991359588e-06 -5.8833310065762951e-06 2.2610230931974229e-06 -6.0180628663277145e-07 -5.4059498969157484e-06 -6.7942982261890641e-06 1.6839491421706045e-05 -1.703205055491708e-05 8.7041307394359213e-06 4.8381816816345239e-06 -5.7244922842343202e-06 -5.2079036981922403e-06 3.536716945341646e-06 -3.713599148290491e-06 -3.0295190223720666e-06 4.3248666827366831e-06 -4.6215965952001175e-08 8.9699723668507612e-06 4.3754546761647363e-06 -5.6288727646460764e-06 -2.8758952770784102e-06 8.2031441750240491e-06 -1.2613380476977911e-07
leaf_weight=21 29 21 20 28 25 20 34 26 28 32 28 24 22 25 20 26 20 27 20 27 36 30 40 2340 22 25 25 29 21 30
leaf_count=21 29 21 20 28 25 20 34 26 28 32 28 24 22 25 20 26 20 27 20 27 36 30 40 2340 22 25 25 29 21 30
internal_value=0 2.37003e-08 1.01593e-07 -9.861e-07 -2.31919e-07 -7.00554e-07 -4.33049e-08 -8.73267e-07 -1.67255e-06 1.13839e-07 3.68201e-08 1.25064e-08 5.87356e-08 1.72322e-06 -3.83423e-06 1.825e-09 1.66486e-06 5.72419e-08 2.65542e-06 1.21754e-08 -2.4077e-08 3.51652e-08 7.09676e-08 3.65904e-09 5.73594e-08 1.65187e-06 4.13428e-07 -5.29912e-07 1.06351e-06 3.30357e-06
internal_weight=0 3100 2878 222 194 165 140 120 94 66 2857 2837 2813 93 68 2720 48 2698 46 2652 2625 2598 2568 2528 2492 152 130 105 80 51
internal_count=3121 3100 2878 222 194 165 140 120 94 66 2857 2837 2813 93 68 2720 48 2698 46 2652 2625 2598 2568 2528 2492 152 130 105 80 51
is_linear=0
shrinkage=0.1


Tree=6336
num_leaves=31
num_cat=0
split_feature=0 47 15 10 0 43 15 0 2 2 4 2 3 3 4 52 1 3 52 15 2 4 13 1213 1212 402 158 403 403 1
split_gain=2.38817e-08 1.85302e-07 6.76009e-07 4.31835e-07 1.35157e-07 1.41793e-07 8.21385e-08 5.5263e-07 1.92654e-07 9.35215e-08 2.78364e-07 2.56308e-07 1.04257e-07 2.26968e-07 1.37475e-07 1.59469e-07 1.58768e-07 1.25611e-07 1.03312e-07 8.94208e-08 7.50963e-08 6.0472e-08 5.63313e-08 1.20635e-07 3.60641e-07 2.51735e-07 1.24666e-07 1.48511e-07 2.12225e-07 3.40235e-07
threshold=-0.10151999999999999 0.094160000000000008 -0.11033999999999998 -1.0000000180025095e-35 -0.097274999999999986 -1.0000000180025095e-35 -0.10203999999999998 -0.11437499999999999 0.079055000000000014 0.089885000000000007 1.0000000180025095e-35 0.091185000000000002 -0.011549999999999998 -0.0037349999999999996 0.033845000000000007 -0.078224999999999975 0.10781 -0.07928499999999998 -0.080979999999999983 -0.015744999999999999 0.10402500000000002 0.056795000000000005 -0.088319999999999996 -0.087969999999999979 -0.092474999999999988 -0.0078149999999999973 0.082560000000000008 0.0071950000000000009 -0.0031149999999999997 0.086455000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 20 -1 5 21 7 -5 -8 10 19 -11 17 -14 15 -15 -16 -13 -19 -10 -3 -2 23 24 -6 -25 27 28 -27 -30
right_child=4 2 -4 6 22 -7 8 -9 9 11 -12 12 13 14 16 -17 -18 18 -20 -21 -22 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=-1.4572303459772229e-05 -4.1251091833718988e-06 3.3166644387245688e-06 2.0460489247939441e-05 -2.5602749846301333e-07 4.9441861296090243e-06 -9.7762290940001308e-06 -8.5670396789215316e-06 1.5939439024805325e-05 -6.2899388132109381e-06 -1.1653990563900152e-05 1.1235598805038803e-05 -9.9348861212780402e-07 -1.1391321709197656e-05 9.0538641853965129e-06 1.7350520584327371e-06 -1.3088967172982599e-06 -1.0291292583241601e-05 1.5858002075219702e-06 1.1516353381259913e-05 1.8660637945175972e-06 -3.2820670211159656e-06 2.9377745756226601e-06 -1.8917744758504704e-07 1.3037283841121906e-05 -9.7308342005549909e-06 -3.1692782764973039e-06 -5.3280962411292878e-06 -4.4452847703269073e-06 1.0682511336825452e-05 4.3138099766056659e-07
leaf_weight=20 27 34 21 134 33 29 27 25 20 20 28 41 20 27 23 33 21 20 22 41 35 22 2121 20 34 39 25 29 61 69
leaf_count=20 27 34 21 134 33 29 27 25 20 20 28 41 20 27 23 33 21 20 22 41 35 22 2121 20 34 39 25 29 61 69
internal_value=0 5.60097e-07 4.75072e-06 -1.62423e-07 -1.36615e-07 -4.23407e-06 4.11676e-07 2.29043e-06 -4.59234e-07 2.33522e-07 2.98097e-06 -8.43673e-07 2.00802e-07 -1.6353e-06 2.40863e-07 3.35435e-06 -4.00479e-06 2.94389e-06 6.78752e-06 -8.08035e-07 -3.05182e-08 -9.54019e-07 -5.1456e-09 1.25399e-06 -2.50284e-06 2.28982e-06 1.32592e-06 2.16608e-06 3.30057e-06 5.24153e-06
internal_weight=0 612 90 522 2509 78 502 159 343 316 89 227 207 124 104 60 44 83 42 61 69 49 2431 310 67 243 223 198 169 130
internal_count=3121 612 90 522 2509 78 502 159 343 316 89 227 207 124 104 60 44 83 42 61 69 49 2431 310 67 243 223 198 169 130
is_linear=0
shrinkage=0.1


Tree=6337
num_leaves=31
num_cat=0
split_feature=32 34 34 97 9 16 9 10 1 121 1132 124 41 15 15 12 52 49 49 15 15 51 13 15 457 15 4 2 13 1446
split_gain=2.85461e-08 3.34514e-08 2.80724e-08 1.42962e-07 9.78777e-08 2.09276e-07 9.29721e-08 6.1938e-08 2.758e-08 7.73774e-08 3.00065e-08 3.27371e-08 2.84545e-08 3.20844e-08 1.2505e-07 1.87292e-07 1.13161e-07 9.9398e-08 8.32277e-08 8.20912e-08 1.1045e-07 2.70165e-07 1.85702e-07 1.12648e-07 8.19788e-08 6.633e-08 1.67971e-07 1.54939e-07 4.09841e-07 5.86462e-08
threshold=0.078360000000000013 -0.10561499999999999 -0.057544999999999992 -0.071434999999999985 0.091600000000000015 -0.059624999999999991 0.082870000000000013 -0.0093599999999999985 0.16540500000000002 -0.094339999999999993 -1.0000000180025095e-35 0.10634000000000002 0.11457000000000002 -0.094549999999999981 -0.092489999999999989 0.086210000000000023 -0.19683499999999995 -0.070909999999999987 -0.0087849999999999977 -0.091604999999999978 -0.088749999999999982 0.092545000000000016 -0.083619999999999986 -0.087679999999999994 -0.010114999999999997 -0.10203999999999998 0.0061450000000000003 0.081135000000000013 -0.072309999999999985 0.11655500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 6 -6 8 -3 9 -4 -11 12 13 16 15 -15 -12 -18 24 -16 21 22 -21 -22 -19 27 -27 28 -20 -25
right_child=-2 2 4 -5 5 -7 -8 -9 -10 10 11 -13 -14 14 19 -17 17 18 25 20 23 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-3.9109993767025035e-06 3.5894315157168999e-06 1.8934357300285257e-06 -6.0955499488305326e-06 8.8977882850962318e-06 1.2939436877865355e-06 -1.2312254702919746e-05 6.8216903400752931e-06 -5.2444193324419076e-06 3.3565268590033764e-06 -3.863438896587468e-06 6.3135482264442544e-06 4.0551212259742901e-06 -3.4335886349860324e-06 -1.2274770155532418e-05 5.0058318663559476e-06 -4.3517721429276622e-08 5.3981311073888122e-06 1.1689807944917232e-07 -1.9529308846043794e-06 -6.8445214207626817e-06 5.35517546565573e-06 -1.3493353474456984e-05 5.7988075416058289e-06 -1.5816592422232981e-08 -8.7191107638773257e-06 3.3586017976900896e-06 -7.0754955181150265e-06 8.4492480446792218e-08 1.7087856350599394e-05 -5.3267125903879617e-06
leaf_weight=22 22 31 21 21 26 20 20 20 24 20 34 20 24 21 32 31 36 21 26 21 39 21 26 2103 21 27 36 294 20 21
leaf_count=22 22 31 21 21 26 20 20 20 24 20 34 20 24 21 32 31 36 21 26 21 39 21 26 2103 21 27 36 294 20 21
internal_value=0 -2.5482e-08 2.29872e-09 1.95363e-06 -4.44554e-08 -4.62179e-06 2.6703e-08 -9.05723e-07 -1.95372e-08 -4.73332e-08 -3.44501e-09 2.34165e-08 -4.83655e-09 2.42412e-08 -1.3457e-07 -4.98306e-06 7.38122e-07 3.44017e-07 -6.48547e-08 -2.316e-08 -9.52926e-08 -4.06362e-06 1.49661e-07 2.94631e-08 -4.30111e-06 3.76641e-07 -2.60374e-06 9.28887e-07 6.32567e-06 -6.83255e-08
internal_weight=0 3099 3077 72 3005 46 2959 51 2939 2915 2894 2874 2854 2830 2315 52 515 481 445 2263 2231 68 47 2163 42 403 63 340 46 2124
internal_count=3121 3099 3077 72 3005 46 2959 51 2939 2915 2894 2874 2854 2830 2315 52 515 481 445 2263 2231 68 47 2163 42 403 63 340 46 2124
is_linear=0
shrinkage=0.1


Tree=6338
num_leaves=31
num_cat=0
split_feature=11 45 46 1429 156 156 51 1425 47 0 16 0 47 148 447 147 132 1 1185 132 0 52 120 2 13 4 130 13 12 10
split_gain=2.41493e-08 2.61147e-08 9.92265e-08 5.63414e-08 7.82209e-08 3.70598e-08 4.2744e-08 3.67794e-08 3.45528e-08 2.47223e-07 8.39089e-07 2.90929e-07 8.74084e-08 3.05269e-08 6.77068e-08 3.96459e-08 3.1649e-08 7.50153e-07 3.43746e-07 1.58271e-07 4.08295e-08 5.04065e-08 3.65643e-08 6.00339e-08 4.50349e-08 1.42625e-07 1.32629e-07 5.8981e-08 9.66121e-08 5.13674e-08
threshold=-0.072629999999999986 0.084355000000000013 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.089180000000000009 0.092165000000000011 -0.10224499999999999 -0.18708499999999997 -0.09595999999999999 0.089785000000000018 -0.10069499999999999 0.094580000000000011 0.092070000000000013 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 -0.084999999999999978 -0.073309999999999986 0.089575000000000016 1.0000000180025095e-35 0.31358000000000003 0.19762500000000002 -0.095774999999999985 -1.0000000180025095e-35 0.11217000000000001 0.09857500000000001 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 7 -7 8 12 10 -10 -11 13 -5 15 16 17 19 -18 20 21 -15 23 24 27 -26 -27 29 -29 -20
right_child=1 2 -4 4 -6 6 -8 -9 9 11 -12 -13 -14 14 -16 -17 18 -19 22 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-3.3796933356218993e-06 -5.3036979807075118e-06 7.7169510655039632e-06 -1.5053739933331859e-06 3.1281187887088892e-06 6.2545575656258738e-06 4.8933442961978955e-07 -5.6304571771761402e-06 4.1938109851409013e-06 3.3161462462365832e-07 1.1577331897363116e-05 -2.3530100943389701e-05 -5.4430231930703967e-07 6.694353746752313e-06 2.228889499633624e-08 -4.8703241375085742e-06 3.4164340396663256e-06 -1.3126164521963801e-05 1.6063392714888073e-05 3.7405308019613687e-06 -9.5177171756079466e-06 3.8627350348752731e-06 -5.496216471101434e-06 -3.618485648412725e-06 5.1664143246971836e-06 4.2364219408542482e-06 -1.1319569832721756e-05 -1.684185872420585e-06 -2.0008465883490445e-07 8.899937911337475e-06 -1.8214044231127102e-08
leaf_weight=21 20 20 28 32 20 21 25 21 56 22 20 198 20 96 28 35 20 29 37 21 21 20 27 23 26 20 50 28 20 2096
leaf_count=21 20 20 28 32 20 21 25 21 56 22 20 198 20 96 28 35 20 29 37 21 21 20 27 23 26 20 50 28 20 2096
internal_value=0 2.28875e-08 2.33726e-06 -1.35116e-08 2.13841e-08 -2.00048e-08 -2.83664e-06 2.36786e-08 -6.05745e-09 -1.03075e-06 -5.94778e-06 6.67861e-07 1.08442e-07 5.834e-08 2.05145e-08 7.38206e-08 2.76519e-08 1.27967e-06 -7.21045e-08 -1.43379e-06 -1.94651e-07 -9.29178e-07 4.0092e-08 8.30405e-08 3.16933e-08 -2.08806e-06 -4.43715e-06 1.24997e-07 3.59159e-06 4.69869e-08
internal_weight=0 3100 48 3052 3032 3012 46 2966 2945 296 76 220 2649 2629 2597 2569 2534 187 2347 158 137 116 2327 2300 2277 96 70 2181 48 2133
internal_count=3121 3100 48 3052 3032 3012 46 2966 2945 296 76 220 2649 2629 2597 2569 2534 187 2347 158 137 116 2327 2300 2277 96 70 2181 48 2133
is_linear=0
shrinkage=0.1


Tree=6339
num_leaves=31
num_cat=0
split_feature=394 132 130 128 42 50 128 401 0 402 133 12 402 403 128 43 128 43 402 0 1208 3 402 402 403 133 402 1213 1212 133
split_gain=2.56606e-08 1.54563e-07 1.50071e-07 2.93383e-08 4.82027e-08 8.79974e-08 3.55232e-08 3.33865e-08 1.09201e-07 8.35462e-08 7.67319e-08 1.6652e-07 5.22654e-08 1.04383e-07 2.94854e-08 1.01859e-07 5.38785e-08 1.97423e-07 5.33383e-08 3.83501e-07 3.83325e-07 3.14185e-07 1.41155e-07 8.59969e-08 4.65197e-08 6.63967e-08 1.09041e-07 4.59877e-08 7.38452e-08 6.62595e-08
threshold=0.013605000000000001 -0.083174999999999985 -0.11198999999999999 0.10979500000000002 -0.09693499999999998 0.09227500000000001 0.104145 -0.13200999999999999 -0.071924999999999989 -0.46267499999999995 0.51114000000000004 0.093765000000000015 -0.17973499999999998 -0.44023999999999991 0.090375000000000025 -0.09225499999999999 0.079650000000000012 -0.095049999999999982 -0.088099999999999984 -0.086234999999999992 0.092250000000000013 -0.087909999999999988 -0.064959999999999976 -0.025879999999999997 -0.5335399999999999 0.26753000000000005 -0.010449999999999999 0.23509000000000002 0.13183500000000004 -0.11828999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 -5 -6 7 8 9 -1 12 -12 13 -9 16 -16 18 -18 19 -14 21 -21 -20 -24 -25 26 -26 28 -28 -29
right_child=1 2 -4 4 5 -7 -8 10 -10 -11 11 -13 14 -15 15 -17 17 -19 22 20 -22 -23 23 24 25 -27 27 29 -30 -31
leaf_value=2.8513392438374774e-06 -4.9624300074702619e-06 -3.1676298325085861e-07 1.178684976821387e-05 -5.6997103581461296e-06 4.3436819197495426e-06 -4.6004563914307672e-06 3.3198147082913467e-06 8.2977142152561679e-06 7.9681723077969358e-06 -5.4926322326309682e-06 1.8410884032553961e-06 -1.0908616145570706e-05 -1.4725701389579627e-05 -1.2385410002480059e-06 -8.1225151552644087e-06 4.2572870647152583e-07 -2.8323524465240947e-06 1.0752463142580383e-05 7.0665169346284534e-06 -3.8421147110057062e-07 -1.0044794868482985e-05 1.5327564296860888e-05 -5.5839110635653403e-06 3.3718115582814791e-06 7.352988145612472e-06 -4.1594249331375557e-06 -5.4466731039325335e-08 6.3050674400853634e-07 6.047451306585572e-06 -7.3133127487034516e-06
leaf_weight=30 21 21 20 24 22 22 32 22 22 20 21 20 20 24 20 46 23 20 28 35 23 20 28 40 20 39 2376 21 20 21
leaf_count=30 21 21 20 24 22 22 32 22 22 20 21 20 20 24 20 46 23 20 28 35 23 20 28 40 20 39 2376 21 20 21
internal_value=0 2.0141e-06 5.58744e-06 -4.08247e-08 -2.09474e-06 -1.28387e-07 5.87074e-09 -2.99678e-08 2.09705e-06 -4.86249e-07 -8.30142e-08 -4.37828e-06 -2.11358e-08 3.32228e-06 -7.60633e-08 -2.16465e-06 -2.56439e-08 3.48617e-06 -8.17598e-08 -2.37184e-06 7.95815e-07 5.32916e-06 4.79166e-09 -7.22954e-08 -1.14656e-08 -6.56631e-08 -7.0915e-10 -6.10348e-08 -3.53252e-09 -3.3414e-06
internal_weight=0 62 41 3059 68 44 2991 2959 72 50 2887 41 2846 46 2800 66 2734 43 2691 98 78 55 2593 2565 2537 2497 2458 2438 2396 42
internal_count=3121 62 41 3059 68 44 2991 2959 72 50 2887 41 2846 46 2800 66 2734 43 2691 98 78 55 2593 2565 2537 2497 2458 2438 2396 42
is_linear=0
shrinkage=0.1


Tree=6340
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 1212 1212 1213 16 3 12 1209 42 394 132 13 43 4 4 13 160 2 50 52 43 159 16 403 160 2 33 47
split_gain=2.55309e-08 5.33107e-08 3.93271e-08 4.22837e-08 2.99097e-07 3.25251e-07 5.25454e-07 1.98996e-07 7.62287e-08 2.97867e-08 1.6984e-07 2.6714e-08 4.81144e-07 6.7348e-07 2.60154e-08 7.36112e-08 2.13181e-07 6.2995e-08 1.70877e-07 1.34263e-07 1.19333e-07 2.08448e-07 1.17506e-07 9.85285e-08 1.60733e-07 1.56736e-07 1.55861e-07 2.32243e-07 8.99399e-08 8.6476e-08
threshold=0.11846000000000001 0.10683000000000002 -0.092099999999999987 -0.087464999999999987 -0.089544999999999986 -0.090764999999999985 -0.083539999999999989 -0.081459999999999991 0.089735000000000023 -0.067109999999999989 0.090990000000000015 1.0000000180025095e-35 -0.083284999999999984 -0.011289999999999998 0.084740000000000024 -0.069999999999999993 -0.081114999999999979 -0.088854999999999976 0.089640000000000011 0.094215000000000007 0.091320000000000012 -0.096999999999999989 -0.082064999999999985 0.095130000000000006 -0.25582999999999995 -0.028309999999999998 -0.0071899999999999993 0.092635000000000009 -0.009184999999999997 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4 -9 10 -5 14 -13 -14 17 16 -16 18 20 -20 21 -11 -23 24 -24 -26 -27 -28 -19 -30
right_child=-2 -3 3 9 -6 6 -8 8 -10 11 -12 12 13 -15 15 -17 -18 28 19 -21 -22 22 23 -25 25 26 27 -29 29 -31
leaf_value=3.3918261090762186e-06 3.1205424472948204e-06 -4.8227018574518454e-06 -1.0955892976198812e-05 -2.9905048913860815e-06 -1.3047752104284883e-05 1.8443392312406105e-05 -4.2048566660923828e-06 4.7290763814089593e-06 -3.0100413226006952e-06 1.210826795531003e-05 9.2083591967128168e-06 1.4023563388669258e-05 -1.7895949733599538e-05 4.8803821672466976e-06 1.8409979949207442e-07 -4.2281156978315427e-08 -1.1399642265530475e-05 -5.8757730046097473e-06 1.07118056064337e-06 -1.0377246300257478e-05 -3.2787424337633687e-06 -3.1678367424535138e-06 -1.6245653552339398e-07 -2.111673069293829e-06 2.5376656927684443e-07 6.7463386022566173e-07 5.3141001690410376e-06 1.7266180832942564e-05 -2.9103621069134698e-07 1.7846689094464334e-06
leaf_weight=34 26 23 25 25 20 21 20 20 35 22 21 23 20 37 47 227 24 27 20 21 37 38 68 34 35 21 37 29 1859 225
leaf_count=34 26 23 25 25 20 21 20 20 35 22 21 23 20 37 47 227 24 27 20 21 37 38 68 34 35 21 37 29 1859 225
internal_value=0 -2.62127e-08 9.69855e-09 -2.81528e-08 -1.71921e-06 1.5328e-07 7.39547e-06 -3.55834e-06 -1.95817e-07 5.41526e-08 2.57854e-06 1.34223e-08 1.81496e-06 -3.11131e-06 -3.8589e-08 -9.21264e-07 -3.73153e-06 6.77746e-08 1.28657e-06 -4.79265e-06 2.06304e-06 2.75898e-06 1.97393e-06 2.84619e-06 3.73338e-06 5.90484e-06 8.17826e-06 1.05658e-05 -1.41228e-07 -6.69318e-08
internal_weight=0 3095 3072 3038 141 121 41 80 55 2897 46 2851 80 57 2771 298 71 2473 362 41 321 284 262 224 190 122 87 66 2111 2084
internal_count=3121 3095 3072 3038 141 121 41 80 55 2897 46 2851 80 57 2771 298 71 2473 362 41 321 284 262 224 190 122 87 66 2111 2084
is_linear=0
shrinkage=0.1


Tree=6341
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 2 16 483 160 47 47 47 2 151 142 45 2 1 48 49 133 49 475 51 1374 1429 49 151 160 1 16
split_gain=2.81114e-08 1.63792e-07 7.13811e-08 2.68395e-08 3.51265e-08 2.52671e-08 4.84176e-08 6.68908e-08 4.43342e-08 4.67216e-07 1.13964e-07 7.03261e-08 6.37314e-08 1.12467e-07 1.08181e-07 6.37152e-08 1.46767e-07 1.19386e-07 6.0184e-08 1.56124e-07 1.04217e-07 6.32245e-08 2.58671e-07 1.43092e-07 7.66885e-08 2.27548e-07 1.90275e-07 6.51178e-08 1.14836e-07 1.45707e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23123999999999997 0.31358000000000003 0.042200000000000008 -0.47356499999999996 0.40950000000000003 0.094460000000000002 0.097970000000000015 0.090100000000000013 0.17025000000000004 0.13340000000000005 -0.057499999999999989 1.0000000180025095e-35 0.10402500000000002 0.111945 0.11247500000000001 -0.13330999999999996 0.085815000000000016 -0.088694999999999982 -0.086279999999999982 -0.085734999999999992 0.087110000000000007 0.083810000000000009 0.087720000000000006 -0.27559499999999998 0.099315000000000014 0.095695000000000016 -0.080789999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 -5 8 10 -10 11 12 13 -8 18 17 -17 -11 19 -15 -20 22 -22 24 26 -26 -23 -28 29 -29
right_child=1 3 -4 4 -6 -7 7 -9 9 15 -12 -13 -14 14 -16 16 -18 -19 20 -21 21 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-4.0330523713146953e-07 8.8825353963156461e-06 3.4212054362362089e-06 -5.8044803920560237e-06 -4.2712593033418976e-06 -3.4123617660952731e-06 -5.0617001601141154e-07 7.7185832747517225e-06 5.2866596049100811e-06 -1.5341485747436914e-05 3.6037013152857179e-07 7.3251182544956226e-06 6.1414855508701297e-06 -4.0470386823342001e-06 -4.2320947435158769e-07 -7.1355167438014177e-06 -8.5897079728169953e-06 1.1821986669915801e-06 9.032022280734965e-06 -5.6896517586816723e-06 1.0320614343245759e-05 3.6095480498732758e-06 9.4037434159279499e-06 -1.0506838887522464e-05 6.5129388463606739e-06 6.1494627524788723e-07 -1.1450277443972565e-05 3.8912531434396699e-07 -1.1931379945053777e-05 3.2503653963668395e-06 -1.050821883552544e-06
leaf_weight=194 21 23 28 24 30 675 20 26 21 77 23 20 35 38 20 22 51 20 30 21 27 23 25 37 54 22 1439 20 23 32
leaf_count=194 21 23 28 24 30 675 20 26 21 77 23 20 35 38 20 22 51 20 30 21 27 23 25 37 54 22 1439 20 23 32
internal_value=0 8.30482e-08 -1.08453e-06 1.88407e-08 -8.56886e-09 2.75776e-08 1.9515e-07 2.4557e-07 1.83156e-07 -1.26944e-06 3.28493e-07 2.43168e-07 1.79949e-07 2.60749e-07 1.78387e-07 4.68868e-07 -1.76276e-06 2.14834e-06 2.60061e-07 3.40086e-06 1.53071e-07 2.56057e-07 -3.17718e-06 3.64256e-07 2.23213e-07 -2.87762e-06 3.7654e-07 2.39403e-07 -2.63327e-06 -5.23565e-06
internal_weight=0 2899 222 2878 2855 2825 2150 2126 2100 191 1909 1886 1866 1831 1811 170 73 97 1791 59 1732 1702 52 1650 1613 76 1537 1514 75 52
internal_count=3121 2899 222 2878 2855 2825 2150 2126 2100 191 1909 1886 1866 1831 1811 170 73 97 1791 59 1732 1702 52 1650 1613 76 1537 1514 75 52
is_linear=0
shrinkage=0.1


Tree=6342
num_leaves=31
num_cat=0
split_feature=1203 16 1185 1200 401 401 133 1209 52 1209 1210 1210 1212 3 1213 1213 1212 402 402 390 401 402 402 1184 129 394 2 43 403 129
split_gain=2.59781e-08 1.10456e-07 4.83929e-08 4.66318e-08 3.28083e-08 4.10691e-08 8.53426e-08 4.49359e-08 2.09788e-07 6.88407e-08 3.13437e-08 6.99476e-08 3.23494e-08 1.2405e-07 8.95685e-08 9.23743e-08 3.32861e-08 5.17692e-08 9.10318e-08 1.20624e-07 7.0091e-08 4.12976e-08 4.56284e-08 3.98696e-08 4.58265e-08 7.10098e-08 1.28849e-07 8.69925e-08 4.7558e-08 4.54104e-08
threshold=0.090185000000000001 -0.074319999999999983 -0.093764999999999987 0.084780000000000008 0.13837000000000002 0.11769000000000002 -0.047229999999999987 -0.084519999999999984 0.084505000000000011 -0.069599999999999981 -0.13847499999999999 -0.08861999999999999 -0.064959999999999976 -0.076514999999999986 -0.067764999999999978 -0.090954999999999994 -0.009474999999999999 0.11174500000000002 0.10708500000000001 0.089065000000000019 0.094270000000000007 0.099740000000000009 0.094750000000000015 0.084515000000000021 0.093925000000000008 -0.078674999999999981 0.10699500000000002 -0.06984499999999999 -0.5425549999999999 0.090180000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 7 -7 8 -4 -9 -11 -12 13 14 15 -13 -14 18 19 20 21 22 23 24 28 -26 27 -27 -18 -30
right_child=1 -3 4 -5 -6 6 -8 9 -10 10 11 12 16 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-4.6139841288095342e-06 -3.828590187367809e-06 7.5943824096770103e-06 4.607292292002101e-06 2.3425259077688074e-06 -4.0463998357154204e-06 -1.1614756187083441e-06 6.8655073759006119e-06 5.5915530455505094e-06 -8.5167271044124875e-06 2.9085757255921234e-06 -5.9537672632359326e-06 8.2206958678597874e-07 3.7541812891580172e-06 -8.6164869831658765e-06 5.8156914337814673e-06 -7.4675320013284358e-06 4.3169677901460096e-06 -3.9229558669004208e-06 6.4682303528487949e-06 -7.3648418203282006e-06 5.5669072521447525e-06 4.5487524425880107e-06 -3.9571647875916452e-06 -3.8639813108322691e-06 -2.0104066138060264e-06 1.1301284108152945e-06 -2.0387515527480511e-06 9.2288697825577201e-06 -2.0670213960748445e-08 -4.1451697850586948e-06
leaf_weight=23 25 23 21 24 20 27 26 22 29 36 20 41 24 21 20 20 25 33 22 22 23 20 29 26 32 21 28 36 2355 27
leaf_count=23 25 23 21 24 20 27 26 22 29 36 20 41 24 21 20 20 25 33 22 22 23 20 29 26 32 21 28 36 2355 27
internal_value=0 1.87745e-06 -4.43354e-08 -8.06003e-07 -9.60246e-09 1.72558e-08 2.77629e-06 -3.22629e-08 -3.00464e-06 1.8932e-08 -2.36219e-08 -6.07253e-08 -1.90046e-08 -1.76743e-06 8.24743e-09 -1.89583e-06 4.64892e-08 1.35198e-08 6.22458e-08 8.94339e-09 7.08134e-08 2.21754e-08 -1.29279e-08 3.19281e-08 7.20603e-08 2.00473e-06 3.51632e-06 6.24512e-06 -2.18836e-08 -6.74215e-08
internal_weight=0 72 3049 49 3026 3006 53 2953 50 2903 2881 2845 2825 102 81 61 2723 2699 2666 2644 2622 2599 2579 2550 2524 117 85 57 2407 2382
internal_count=3121 72 3049 49 3026 3006 53 2953 50 2903 2881 2845 2825 102 81 61 2723 2699 2666 2644 2622 2599 2579 2550 2524 117 85 57 2407 2382
is_linear=0
shrinkage=0.1


Tree=6343
num_leaves=31
num_cat=0
split_feature=151 151 142 11 34 13 34 123 9 10 2 16 150 447 151 3 1446 2 0 52 4 133 15 160 2 2 403 133 1210 3
split_gain=2.44818e-08 5.2408e-08 8.22934e-08 6.12787e-08 3.17245e-08 1.03272e-07 4.91981e-08 1.37059e-07 8.61845e-08 1.46572e-07 1.14177e-07 2.53005e-07 2.84902e-08 1.43277e-07 3.02534e-08 1.08709e-07 2.91244e-08 1.65881e-07 2.00819e-07 1.88134e-07 3.23578e-07 2.03542e-07 1.93017e-07 1.72776e-07 1.45612e-07 1.29879e-07 1.06962e-07 3.69279e-07 9.39892e-08 3.95124e-07
threshold=0.29373000000000005 0.13340000000000005 -0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.084475000000000008 0.091600000000000015 0.094860000000000014 -1.0000000180025095e-35 -0.056919999999999991 0.12640500000000002 0.094005000000000019 0.06617000000000002 -0.082094999999999987 0.083715000000000026 0.083715000000000026 -0.086409999999999987 -0.011499999999999998 -0.085594999999999991 -0.0084449999999999994 0.088495000000000018 -0.0048599999999999989 0.087470000000000006 0.10327000000000001 -0.54856499999999986 0.40431 -0.13847499999999999 -0.082284999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -6 10 -10 11 -8 13 14 16 -16 26 18 -18 23 -21 -22 24 -19 -23 -26 27 -12 29 -28
right_child=-2 -3 3 4 6 -7 8 -9 9 -11 12 -13 -14 -15 15 -17 17 19 -20 20 21 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=5.9714024826996098e-06 3.2505103211346779e-06 -4.6789734691780419e-06 -5.2913410027858026e-06 2.6989435437743933e-06 9.5705037267634921e-06 -6.3869164705465671e-06 -2.0973872324248077e-06 -1.1166688485294194e-06 -1.0424983583150261e-05 1.2549163303984559e-06 -1.5187313873639143e-05 1.2749197945926097e-05 -2.7758833877325399e-06 8.4509523907172484e-06 -1.4208570987786075e-06 7.5349928445812913e-06 1.2905444928828334e-05 1.1659017268140729e-05 7.3307301411687431e-07 -1.415604903172607e-05 7.6111190219307911e-06 6.1330186326813425e-06 -1.074082162466022e-05 5.5958838134295022e-08 -7.8662080078381087e-06 2.6195169301077149e-06 1.4977675209593145e-05 2.8866914467821167e-06 -1.9139493603678445e-07 -3.566971540917789e-06
leaf_weight=23 23 24 22 22 20 29 24 30 21 22 20 22 37 20 33 23 23 21 33 20 25 25 22 33 27 21 20 26 2383 27
leaf_count=23 23 24 22 22 20 29 24 30 21 22 20 22 37 20 33 23 23 21 33 20 25 25 22 33 27 21 20 26 2383 27
internal_value=0 -2.41355e-08 1.22067e-08 -3.27167e-08 5.47731e-09 -2.46753e-06 4.78289e-08 3.1582e-06 -5.28532e-09 -4.44922e-06 6.09501e-08 5.00315e-06 -1.91279e-08 1.72747e-08 -4.33556e-08 2.25744e-06 -9.06206e-08 9.38037e-07 5.73244e-06 -4.45914e-07 -2.37995e-06 -4.1727e-07 -2.53e-06 4.56826e-06 -5.55109e-08 -3.2787e-06 -1.94484e-07 -4.97157e-06 -1.04053e-07 4.32437e-06
internal_weight=0 3098 3074 3051 3029 51 2978 50 2928 43 2885 46 2839 2802 2782 56 2726 250 56 194 140 120 95 54 73 48 2476 46 2430 47
internal_count=3121 3098 3074 3051 3029 51 2978 50 2928 43 2885 46 2839 2802 2782 56 2726 250 56 194 140 120 95 54 73 48 2476 46 2430 47
is_linear=0
shrinkage=0.1


Tree=6344
num_leaves=31
num_cat=0
split_feature=44 46 1429 156 474 1429 153 156 474 47 0 47 47 47 0 393 1 120 130 9 10 471 156 133 51 51 15 42 15 1447
split_gain=2.49998e-08 7.96046e-08 3.54953e-08 6.64069e-08 2.73036e-08 3.59884e-08 4.85309e-08 3.41822e-08 3.63772e-08 3.18356e-08 2.18364e-07 7.00257e-07 2.73169e-07 6.73153e-08 3.94599e-08 3.65624e-08 3.14392e-08 9.72913e-08 6.3862e-08 3.67535e-08 1.02708e-07 3.25332e-08 6.75627e-08 3.44295e-08 1.02292e-07 3.38533e-07 1.34857e-07 2.52936e-07 1.59426e-07 1.27204e-07
threshold=0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.11568500000000002 0.11475 0.082840000000000011 0.12734000000000004 -0.14697499999999997 0.092165000000000011 -0.10224499999999999 0.10678000000000001 0.09550500000000002 0.088915000000000008 -0.094299999999999981 0.12679500000000002 0.16540500000000002 1.0000000180025095e-35 -0.22461999999999996 0.08925000000000001 0.053330000000000009 0.089900000000000022 -0.087794999999999998 0.017095000000000003 0.067785000000000012 0.090050000000000005 0.11842000000000001 0.090545000000000014 0.11171000000000002 -0.086424999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 -4 13 11 -11 -12 15 -14 16 17 18 -10 21 -21 22 -20 -24 26 -26 28 -28 29 -25
right_child=1 -3 3 -5 -6 -7 -8 -9 9 10 12 -13 14 -15 -16 -17 -18 -19 19 20 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-4.2344376103642389e-06 7.0830591175763397e-06 -1.1772393220001375e-06 4.0711658005999531e-06 5.735475415349356e-06 -3.099423990753512e-06 3.2187125765738209e-06 -4.4406518827599938e-06 -3.2163857543888635e-06 5.4089451385731415e-06 -2.1676034734809945e-05 1.144028693012106e-05 2.2842986679818382e-07 -4.1133612207296984e-06 4.5877508627558145e-06 7.0320799115866261e-09 3.7733117201591648e-06 3.7680744603883134e-06 -5.2642668218335791e-06 -5.7472736270505096e-06 8.2407796708139361e-06 -9.5082732074050941e-07 3.2135257454986766e-06 -3.5512879247081822e-07 6.3526368597640237e-06 1.1265209147697736e-05 -3.0477461704696693e-07 1.3751799436931834e-05 -8.6625926602946808e-07 -7.5842125138949303e-06 -2.9885457279044545e-07
leaf_weight=20 20 28 22 20 29 34 25 33 22 20 21 54 27 33 167 26 22 35 21 20 31 30 1441 30 36 85 20 29 29 691
leaf_count=20 20 28 22 20 29 34 25 33 22 20 21 54 27 33 167 26 22 35 21 20 31 30 1441 30 36 85 20 29 29 691
internal_value=0 2.26455e-06 -3.53725e-08 -7.86467e-09 -4.5737e-08 -1.62573e-08 -5.32907e-08 -1.60465e-08 2.02211e-08 -1.06166e-08 -1.00632e-06 -5.6917e-06 6.06324e-07 1.00017e-07 -5.66425e-07 4.23474e-08 4.18649e-09 -2.86728e-08 4.50679e-08 -2.84329e-09 2.65372e-06 -5.90145e-08 -1.0023e-07 -5.00025e-08 4.27918e-07 3.13753e-06 1.75756e-08 5.1003e-06 -3.14495e-07 -2.20935e-08
internal_weight=0 48 3073 3053 3033 3004 2970 2945 2912 2890 289 74 215 2601 194 2568 2542 2520 2485 2463 51 2412 2382 2361 920 121 799 49 750 721
internal_count=3121 48 3073 3053 3033 3004 2970 2945 2912 2890 289 74 215 2601 194 2568 2542 2520 2485 2463 51 2412 2382 2361 920 121 799 49 750 721
is_linear=0
shrinkage=0.1


Tree=6345
num_leaves=31
num_cat=0
split_feature=156 474 132 1203 393 50 12 133 12 16 130 12 132 1200 133 43 2 47 10 47 47 39 9 9 13 1 1 52 160 1
split_gain=2.55633e-08 4.49412e-08 2.40726e-08 6.13294e-07 3.37168e-07 1.14249e-07 4.3438e-08 4.17328e-08 4.52255e-08 3.63547e-08 2.33781e-08 7.89747e-08 2.35219e-08 2.39846e-08 2.94222e-08 5.19902e-08 2.9594e-08 2.50655e-08 3.34699e-07 2.35774e-07 7.68382e-08 3.93608e-08 8.46897e-08 1.43383e-07 1.41027e-07 4.22353e-08 1.43035e-07 4.07872e-07 1.21905e-07 1.09543e-07
threshold=0.3248100000000001 0.11986500000000001 -0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 0.11527000000000001 -0.37971999999999995 0.096645000000000009 -0.076354999999999992 -0.23647499999999996 0.23631000000000002 -0.050879999999999988 0.091775000000000009 -0.50375999999999987 0.27194500000000005 0.089775000000000008 0.094160000000000008 -0.0026549999999999994 0.090100000000000013 0.097970000000000015 -1.0000000180025095e-35 0.092235000000000011 0.085555000000000006 -0.0087749999999999981 0.088975000000000012 0.093890000000000015 0.084735000000000019 -0.43215499999999996 0.087695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 6 7 8 -1 -9 -4 12 -12 14 16 17 -14 19 -19 21 -20 -16 23 25 -24 29 27 -27 -28 -23
right_child=-2 -3 4 -5 -6 -7 -8 9 -10 -11 11 -13 13 -15 15 -17 -18 18 20 -21 -22 22 24 -25 -26 26 28 -29 -30 -31
leaf_value=9.7010470199165865e-08 -3.3215341120566059e-06 4.6350254100010115e-06 -3.399605427603092e-06 1.7250007788659009e-05 -1.3022374819229299e-05 -7.8936203499324614e-06 4.4699383124680029e-06 -4.7122274221717618e-07 -6.6279808538638463e-06 3.7740095439613258e-06 3.2414471268731924e-06 5.9994686125719454e-06 4.8147044267352614e-06 -3.3300346253575051e-06 3.2753254092515111e-06 -5.1368490358072459e-06 -3.4616514597018979e-07 1.3341444309844519e-05 -5.4694007530997629e-06 -8.3929715669107878e-06 4.6280393816183537e-07 8.2241213398195489e-08 1.4482483754818531e-06 8.2489867909749771e-06 -1.0284989717287577e-05 -1.0518884051567443e-06 7.1924627184710958e-06 -1.451578396982869e-05 -2.31723541120764e-07 4.4778722644492766e-06
leaf_weight=20 23 21 20 21 20 20 20 90 20 26 22 22 25 22 36 20 20 20 24 34 242 1451 20 21 21 135 23 27 576 59
leaf_count=20 23 21 20 21 20 20 20 90 20 26 22 22 25 22 36 20 20 20 24 34 242 1451 20 21 21 135 23 27 576 59
internal_value=0 2.46561e-08 -6.80888e-09 1.00862e-06 -8.38539e-08 -7.31525e-07 8.23498e-08 -4.80162e-07 -3.26549e-06 4.80295e-07 7.26241e-09 3.14246e-08 -1.55007e-08 -4.13122e-08 -1.50407e-08 -5.71673e-08 2.52098e-06 -1.93861e-08 8.65601e-07 -1.24715e-07 -7.24326e-08 -6.04902e-09 -5.66832e-08 2.38996e-08 -4.56146e-06 -5.2158e-08 -6.59628e-07 -3.29587e-06 5.33454e-08 2.53991e-07
internal_weight=0 3098 3077 217 2860 196 176 156 40 116 2840 2820 2798 2776 2754 2709 45 2689 286 2403 266 2369 2333 2292 41 2271 761 162 599 1510
internal_count=3121 3098 3077 217 2860 196 176 156 40 116 2840 2820 2798 2776 2754 2709 45 2689 286 2403 266 2369 2333 2292 41 2271 761 162 599 1510
is_linear=0
shrinkage=0.1


Tree=6346
num_leaves=31
num_cat=0
split_feature=10 4 0 1 1 45 11 142 13 1186 457 160 4 133 4 13 16 48 0 2 2 2 2 15 12 15 16 159 2 474
split_gain=2.39014e-08 3.16756e-07 6.03126e-07 4.6885e-07 3.12141e-08 2.81857e-08 2.33013e-07 2.66926e-08 2.89268e-08 1.30001e-07 9.38018e-08 6.21617e-08 6.08774e-08 1.9161e-07 8.47001e-08 5.82115e-08 1.58202e-07 5.74379e-08 2.11148e-07 1.62262e-07 6.78338e-08 1.66737e-07 1.16069e-07 1.00263e-07 1.12859e-07 1.15326e-07 8.55241e-08 7.57878e-08 1.20769e-07 8.48167e-08
threshold=-0.011559999999999999 0.053180000000000012 -0.10151999999999999 0.10124500000000002 0.12408500000000001 0.094030000000000016 -1.0000000180025095e-35 -0.057499999999999989 -0.0034749999999999994 -0.085584999999999981 -0.081454999999999986 0.55608500000000005 -0.42529999999999996 0.082925000000000013 -0.17966999999999997 -0.0065549999999999992 -0.082779999999999979 -0.072824999999999987 -0.24955499999999997 0.10527500000000002 0.084145000000000011 0.080205000000000012 0.085045000000000023 -0.095869999999999983 1.0000000180025095e-35 0.086495000000000002 -0.077589999999999978 0.10545500000000001 0.099185000000000009 0.084880000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -2 -8 11 -10 -11 12 13 -9 -14 -16 -17 19 -19 -12 21 23 -22 -20 -25 -26 -27 29 -29 -24
right_child=5 2 -4 4 -6 -7 7 8 9 10 17 -13 14 -15 15 16 -18 18 20 -21 22 -23 27 24 25 26 -28 28 -30 -31
leaf_value=-1.9022970732294198e-05 1.0846467434930675e-05 1.6930592703994824e-05 -3.8748295466461972e-06 2.5225023694019913e-06 -3.0644531466350597e-06 -2.7259301582994845e-06 -3.624781942335176e-06 -1.0726183505279811e-05 7.3459247872691511e-06 -5.8646132591396364e-06 6.6204934901853218e-07 -5.7165911562151457e-06 5.7531867532816257e-06 2.3535884774143298e-06 7.579421906593422e-09 -9.5365305753603038e-06 2.2124605331336405e-07 1.0166507490794175e-05 6.0059651441011031e-06 -9.882117001325242e-06 8.0528569386925408e-06 -8.9008973627642263e-06 6.7477890074201239e-07 -7.6569946775800251e-06 4.296391798561672e-06 -7.5490427868565113e-06 1.0828546521679527e-06 -9.0838179107777255e-06 1.2522262584123102e-06 6.0651912536418573e-06
leaf_weight=20 20 22 38 20 20 36 20 21 27 24 54 20 25 24 1854 24 54 23 23 20 22 25 500 22 40 22 24 20 26 31
leaf_count=20 20 22 38 20 20 36 20 21 27 24 54 20 25 24 1854 24 54 23 23 20 22 25 500 22 40 22 24 20 26 31
internal_value=0 -1.38391e-06 3.75383e-06 -6.52164e-06 -2.70975e-07 5.53366e-08 8.91058e-08 1.60507e-08 4.09453e-08 5.11526e-07 3.00877e-07 -1.6921e-07 -1.13792e-07 -3.75031e-06 -3.01725e-08 -1.05009e-07 -2.78115e-06 4.74553e-07 7.27777e-07 -2.18773e-06 4.4024e-07 -1.41714e-06 9.23965e-07 1.10577e-08 -1.26564e-06 3.69363e-07 -3.04544e-06 6.52152e-07 -3.24171e-06 9.89473e-07
internal_weight=0 120 60 60 40 3001 2965 2945 2925 903 876 2022 2002 45 1957 1932 78 852 778 74 755 156 599 131 108 86 46 577 46 531
internal_count=3121 120 60 60 40 3001 2965 2945 2925 903 876 2022 2002 45 1957 1932 78 852 778 74 755 156 599 131 108 86 46 577 46 531
is_linear=0
shrinkage=0.1


Tree=6347
num_leaves=31
num_cat=0
split_feature=132 1203 399 46 1426 157 47 0 4 0 47 0 160 13 1428 484 160 1455 484 484 483 2 1428 52 475 475 156 151 159 158
split_gain=2.5676e-08 1.51278e-07 1.43956e-07 2.44731e-08 2.92184e-08 1.28262e-07 3.36335e-08 1.86887e-07 6.68446e-07 2.9668e-07 7.4115e-08 4.21154e-08 4.72939e-08 6.48702e-08 3.68381e-08 3.11371e-08 6.44274e-08 7.94492e-08 5.51291e-08 4.36982e-08 6.94627e-08 4.99246e-08 3.56248e-08 7.68152e-08 6.22483e-08 7.39186e-08 1.15401e-07 8.46468e-08 4.39227e-08 9.32563e-08
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.084955000000000017 -0.052649999999999995 -0.0048549999999999991 0.092165000000000011 -0.10224499999999999 0.181285 -0.095504999999999993 0.089640000000000011 -0.091354999999999978 -0.016279999999999996 -0.074044999999999986 0.087445000000000009 -0.093244999999999981 0.022560000000000004 0.087930000000000022 -0.088654999999999998 -0.23687999999999995 -0.094369999999999996 0.094095000000000012 -0.020064999999999996 -0.55692499999999978 -0.24039999999999997 -0.086304999999999979 0.085915000000000005 -0.53100499999999984 -0.47215999999999997 -0.46695499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 10 8 -8 -9 14 -11 13 -13 15 16 17 -6 -17 20 21 -18 -20 -24 -25 26 -26 -27 -29 -30
right_child=2 -3 -4 -5 6 -7 7 9 -10 11 -12 12 -14 -15 -16 18 19 -19 22 -21 -22 -23 23 24 25 27 -28 28 29 -31
leaf_value=-2.0649680098820368e-07 2.1537799451228541e-06 -9.336513558082516e-06 6.1927630029183426e-06 2.2851546675709592e-06 8.8905543055840426e-06 -7.4423229552149467e-06 -2.095592823422976e-05 1.1526038327825849e-05 2.924654740797307e-07 -4.3416923826303644e-06 6.1852292822095473e-06 -1.1457006667957036e-06 -1.4205796538376768e-06 5.852590450453695e-06 3.2485675420604014e-06 -5.2928081572645176e-06 -4.3310936329514032e-06 2.9135768012825533e-07 -3.6997000174428998e-06 -3.2063787000816808e-06 4.8249225514926813e-06 2.3453992569210686e-06 4.8122758347414103e-06 -5.2235133620486172e-06 6.9742007724471478e-09 -6.5598288279034021e-06 9.6901162532958561e-06 3.7129466583733561e-06 -6.14986750792923e-06 -5.178974520767934e-09
leaf_weight=196 30 20 38 46 22 26 20 22 57 28 20 27 98 26 36 20 24 21 26 29 33 21 33 23 32 20 20 31 25 2051
leaf_count=196 30 20 38 46 22 26 20 22 57 28 20 27 98 26 36 20 24 21 26 29 33 21 33 23 32 20 20 31 25 2051
internal_value=0 -1.05187e-06 7.82151e-08 -2.82877e-09 -4.01373e-08 -2.30155e-06 5.66358e-09 -1.0375e-06 -5.2266e-06 5.67274e-07 1.2227e-07 -7.79613e-07 -1.19095e-07 2.28742e-06 7.31176e-08 2.60933e-08 1.4217e-06 4.69095e-06 -6.56828e-08 1.07893e-07 1.34012e-06 -1.2154e-06 -1.94456e-08 2.33672e-08 -4.84011e-08 6.22373e-09 3.73126e-06 -8.48444e-08 -2.33827e-08 -7.91757e-08
internal_weight=0 216 2905 2867 2821 56 2765 278 77 201 2487 179 151 53 2467 2431 150 43 2281 107 78 45 2261 2235 2202 2179 52 2127 2107 2076
internal_count=3121 216 2905 2867 2821 56 2765 278 77 201 2487 179 151 53 2467 2431 150 43 2281 107 78 45 2261 2235 2202 2179 52 2127 2107 2076
is_linear=0
shrinkage=0.1


Tree=6348
num_leaves=31
num_cat=0
split_feature=156 156 11 45 46 474 1429 153 104 34 1 9 10 2 4 97 160 160 131 13 480 480 474 159 158 1447 480 403 160 51
split_gain=2.37214e-08 3.8561e-08 2.31455e-08 2.5088e-08 8.29717e-08 4.37521e-08 2.71383e-08 4.31879e-08 2.59003e-08 2.79416e-08 2.97405e-07 9.52225e-08 1.80206e-07 8.27585e-08 2.57949e-07 3.4823e-08 2.57973e-08 1.4068e-07 1.09168e-07 3.63112e-07 2.08689e-07 1.2177e-07 1.01764e-07 9.68663e-08 1.01741e-07 8.19087e-08 1.19657e-07 9.89849e-08 8.74784e-08 4.63483e-07
threshold=0.3248100000000001 0.14862 -0.072629999999999986 0.084355000000000013 0.10253500000000002 0.11568500000000002 0.11475 0.082840000000000011 0.088500000000000009 -0.057544999999999992 0.10124500000000002 0.091600000000000015 0.094860000000000014 -1.0000000180025095e-35 0.053180000000000012 -0.063039999999999985 -0.090484999999999996 -0.088854999999999976 0.089415000000000008 -0.081029999999999977 0.11240000000000001 0.08610000000000001 0.088710000000000011 0.10713500000000002 0.10380000000000002 -0.086424999999999988 0.086930000000000021 -0.57146499999999989 -0.085764999999999994 -0.085604999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 9 10 -4 13 -13 14 -11 -12 18 -18 20 -20 21 22 23 24 -15 26 -19 -27 29 -29
right_child=-2 -3 3 4 -6 -7 -8 -9 -10 11 15 12 -14 16 -16 -17 17 25 19 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-3.3139257212832531e-06 -3.1996255569063814e-06 4.2943517937168337e-06 1.2419710219546688e-05 7.2048752326736582e-06 -1.2283103550154401e-06 -3.9533392477356503e-06 3.0106263814862663e-06 -4.1509960863095331e-06 -3.4762053463141675e-06 -2.1436121566390891e-06 1.3433425717974184e-07 -1.1344575923593377e-05 1.2210408531245777e-06 9.7705889327292587e-07 1.284007613776339e-05 -4.9896692081303973e-06 -7.4480446143682526e-06 -7.6437314129924003e-07 -1.2191041722731965e-05 3.3177616504392266e-06 1.0793225201475501e-05 -4.5928189292890481e-06 7.9586151478203899e-06 6.1964427651849798e-06 -5.3008946044177844e-06 -7.1361751088261369e-06 9.9229162219671708e-06 1.5892700794211123e-05 -1.6611439391798371e-07 -3.6329681576365061e-06
leaf_weight=21 23 21 20 20 28 28 30 25 21 27 36 21 25 235 20 21 26 22 26 36 22 38 22 31 29 20 20 20 2156 31
leaf_count=21 23 21 20 20 28 28 30 25 21 27 36 21 25 235 20 21 26 22 26 36 22 38 22 31 29 20 20 20 2156 31
internal_value=0 2.37644e-08 -5.38164e-09 1.73538e-08 2.28552e-06 -1.88403e-08 1.81281e-08 -1.23041e-08 2.30694e-08 4.83741e-08 1.92789e-06 -2.81886e-09 -4.51544e-06 7.18235e-08 4.23243e-06 -1.75346e-06 2.98884e-10 -1.34048e-07 7.02639e-07 -3.18593e-06 1.34214e-06 7.56437e-07 1.39767e-06 9.08382e-07 2.87435e-07 -5.02389e-08 4.32481e-06 -1.3275e-07 -6.92844e-08 4.02416e-06
internal_weight=0 3098 3077 3056 48 3008 2980 2950 2925 2904 77 2827 46 2781 47 57 2734 2295 439 62 377 355 317 295 264 2269 42 2227 2207 51
internal_count=3121 3098 3077 3056 48 3008 2980 2950 2925 2904 77 2827 46 2781 47 57 2734 2295 439 62 377 355 317 295 264 2269 42 2227 2207 51
is_linear=0
shrinkage=0.1


Tree=6349
num_leaves=31
num_cat=0
split_feature=1446 1444 160 4 1447 481 160 1447 403 133 403 402 1210 1447 16 1447 0 47 0 10 0 15 3 15 0 2 2 4 2 3
split_gain=2.66896e-08 7.28257e-08 2.62035e-08 1.38844e-07 4.02107e-08 3.11367e-07 2.63016e-07 2.03055e-07 3.54453e-08 1.71914e-07 1.11527e-07 4.13273e-08 3.95994e-08 3.56852e-08 1.05838e-07 5.49605e-08 3.29249e-08 2.08397e-07 7.09417e-07 4.42719e-07 1.22036e-07 1.65976e-07 8.49622e-08 8.12662e-08 5.73122e-07 1.73141e-07 9.3684e-08 3.08688e-07 1.91305e-07 8.96268e-08
threshold=-0.09143999999999998 -0.086359999999999992 -0.54913999999999985 -0.081609999999999988 -0.086279999999999982 -0.086354999999999987 -0.090764999999999985 -0.085644999999999985 -0.54856499999999986 0.40431 -0.53960999999999981 0.23460000000000003 -0.094799999999999982 -0.082229999999999984 -0.020119999999999996 -0.075484999999999983 -0.10151999999999999 0.094160000000000008 -0.11756999999999999 -1.0000000180025095e-35 -0.097274999999999986 -0.099734999999999976 0.10299500000000002 -0.10203999999999998 -0.11437499999999999 0.079055000000000014 0.089885000000000007 1.0000000180025095e-35 0.09142500000000002 -0.011549999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7 -6 9 -9 -10 12 -12 14 -14 -15 17 19 22 -17 21 -18 -19 24 -21 -25 27 -27 -28 -30
right_child=1 2 4 -5 7 6 -8 8 10 -11 11 -13 13 15 -16 16 20 18 -20 23 -22 -23 -24 25 -26 26 28 -29 29 -31
leaf_value=-3.2542699336772787e-06 5.7592946756234268e-06 -3.6372735885379373e-06 -1.2276048773235908e-05 6.1201508138505495e-06 1.004217827357934e-05 -5.0095816750399545e-06 9.8080208900959732e-06 -9.5218420158614347e-06 7.4176889620503067e-06 2.6430437173985413e-06 3.7733040985417404e-06 -3.8988628830338714e-06 7.6408837685448823e-06 -4.3829593278132962e-06 -1.1423720453047495e-06 -1.4764285823343215e-05 -1.0505013326817587e-05 -4.9935362170572265e-06 2.1637214084648805e-05 -2.3619673200414582e-07 -1.171191282704518e-07 -5.4538787656549006e-07 2.7098193333208989e-06 -8.6227216129941563e-06 1.7671221682273122e-05 -7.4422458537894818e-07 -9.6836466287765116e-06 1.3544187558928962e-05 2.9783230476669802e-06 -1.5111274708602697e-06
leaf_weight=25 22 25 22 35 20 25 23 21 20 26 27 28 23 30 34 20 27 22 20 120 2089 44 41 24 21 54 22 21 71 119
leaf_count=25 22 25 22 35 20 25 23 21 20 26 27 28 23 30 34 20 27 22 20 120 2089 44 41 24 21 54 22 21 71 119
internal_value=0 2.62861e-08 -1.47439e-08 2.05456e-06 -5.59377e-08 -2.42469e-06 2.09052e-06 3.84478e-10 -6.83008e-08 -2.79233e-06 -2.37998e-08 -7.58929e-08 -3.8055e-08 -7.47812e-08 2.40175e-06 -1.26206e-07 -7.91705e-08 6.07831e-07 5.22878e-06 -2.04751e-07 -2.55692e-07 -4.33285e-06 1.97587e-08 4.39476e-07 2.43087e-06 -4.63373e-07 2.18942e-07 3.25653e-06 -8.55677e-07 1.66509e-07
internal_weight=0 3096 3074 60 3014 70 48 2944 2924 47 2877 2857 2829 2802 57 2745 2715 555 83 472 2160 71 63 452 141 311 287 75 212 190
internal_count=3121 3096 3074 60 3014 70 48 2944 2924 47 2877 2857 2829 2802 57 2745 2715 555 83 472 2160 71 63 452 141 311 287 75 212 190
is_linear=0
shrinkage=0.1


Tree=6350
num_leaves=31
num_cat=0
split_feature=1446 1213 42 12 1446 474 481 4 1447 1447 0 480 1 160 160 4 3 4 471 157 52 472 51 1453 12 160 1456 158 482 483
split_gain=2.34072e-08 2.17225e-07 1.65997e-07 4.46374e-07 1.82779e-07 1.8559e-07 1.0303e-07 1.0662e-07 1.39232e-07 8.45162e-08 2.86559e-07 1.47984e-07 7.26961e-08 3.31862e-08 4.48506e-08 3.81132e-08 1.13299e-07 4.73924e-08 1.34955e-07 1.09408e-07 8.07238e-08 6.89204e-08 3.2806e-08 3.86738e-08 1.24555e-07 2.65034e-07 5.63456e-08 5.80132e-08 5.03277e-08 7.66045e-08
threshold=0.083715000000000026 0.04198000000000001 0.09112000000000002 0.089570000000000025 0.085345000000000018 0.086280000000000009 -0.086219999999999977 -0.081609999999999988 -0.082344999999999988 -0.079489999999999991 -0.086554999999999979 0.11471500000000003 0.077845000000000011 -0.53908999999999996 -0.50449999999999984 -0.50940999999999981 -0.098469999999999988 -0.50052499999999989 -0.085064999999999988 -0.00078499999999999989 -0.56022499999999986 -0.082054999999999975 -0.46280499999999997 -1.0000000180025095e-35 0.090345000000000023 0.062030000000000009 -0.22473499999999999 -0.46695499999999995 0.11048500000000001 0.10143000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -4 -2 6 -6 -8 -9 10 12 13 -1 -11 -15 16 -16 19 -19 -17 -20 -22 -23 24 25 -24 -25 -28 29 -29
right_child=1 -3 3 -5 5 -7 7 8 -10 11 -12 -13 -14 14 15 17 -18 18 20 -21 21 22 23 26 -26 -27 27 28 -30 -31
leaf_value=5.6725181048022934e-06 9.4680974289076403e-06 1.0659618053631719e-05 -1.6694014580025395e-05 1.848604936615605e-06 6.6785174010052995e-06 -8.4876587433904026e-06 -4.1138513719679871e-06 7.4297453530165992e-06 -1.7129713528321292e-06 -3.0391022680821669e-06 -1.2598816265776607e-05 8.3619819411935531e-06 -2.8536806428292039e-06 4.1095066386822934e-06 2.1477263211030126e-06 7.3628384867603291e-06 -6.1219701445077455e-06 -8.2455483152443776e-06 6.329134821498883e-06 -2.0228128011259958e-06 -4.8136260435664258e-06 3.6123281242907979e-06 -6.2363947298157045e-06 3.8636020293911075e-06 -6.900444929091133e-06 8.7857024225187434e-06 -4.3873658796655944e-06 5.1570242167742648e-08 4.7985424172028702e-06 -5.627378970984865e-06
leaf_weight=20 25 21 20 37 31 21 38 31 36 37 23 21 20 26 30 27 37 20 20 23 30 25 24 38 33 23 30 2308 22 24
leaf_count=20 25 21 20 37 31 21 38 31 36 37 23 21 20 26 30 27 37 20 20 23 30 25 24 38 33 23 30 2308 22 24
internal_value=0 9.0844e-07 5.16423e-08 -4.65758e-06 1.52651e-06 2.61924e-07 1.61296e-06 1.17417e-07 2.51724e-06 -8.25649e-08 -3.7047e-06 -1.00863e-09 1.40942e-06 -6.42505e-08 -2.40792e-08 -6.36788e-08 -2.41912e-06 -4.05857e-09 -6.27705e-08 3.04544e-06 7.3573e-10 -4.87629e-08 7.80454e-09 -2.82119e-08 -2.19146e-06 1.11484e-06 4.32415e-08 -1.76535e-08 3.80352e-08 -6.8752e-09
internal_weight=0 260 239 57 182 157 136 105 67 2861 63 2798 40 2777 2740 2714 67 2647 2597 50 2577 2557 2527 2502 80 47 2422 2384 2354 2332
internal_count=3121 260 239 57 182 157 136 105 67 2861 63 2798 40 2777 2740 2714 67 2647 2597 50 2577 2557 2527 2502 80 47 2422 2384 2354 2332
is_linear=0
shrinkage=0.1


Tree=6351
num_leaves=31
num_cat=0
split_feature=46 46 474 47 0 15 3 0 47 0 43 2 484 1456 1428 157 475 156 393 475 159 159 133 133 15 3 4 480 1429 42
split_gain=2.37466e-08 2.92049e-08 2.84471e-08 2.494e-08 1.92605e-07 7.66241e-07 2.20038e-07 5.33013e-08 5.13591e-08 2.86175e-07 1.25177e-07 4.73493e-08 4.01291e-08 8.48606e-08 3.99842e-08 4.58097e-08 4.07476e-08 4.65709e-08 3.57956e-08 3.29846e-08 3.15197e-08 1.53061e-07 1.1674e-07 4.26704e-07 2.13552e-07 1.46514e-07 1.00613e-07 5.42608e-08 8.13318e-08 1.50858e-07
threshold=0.10987500000000001 0.083550000000000013 0.12103000000000001 0.092165000000000011 -0.10224499999999999 -0.11033999999999998 -1.0000000180025095e-35 -0.093584999999999988 0.078875000000000015 -0.096374999999999975 -0.08076499999999999 0.089005000000000015 -0.079429999999999987 -1.0000000180025095e-35 -0.071779999999999997 0.41580000000000006 -0.10664 0.088610000000000008 0.12679500000000002 -0.090954999999999994 -0.092414999999999983 -0.087844999999999993 0.090665000000000009 0.085265000000000021 0.11842000000000001 -0.074479999999999977 -0.033174999999999989 0.10272000000000002 0.091545000000000015 0.088670000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -5 7 -6 14 -10 -11 -12 -9 -14 -1 16 17 -16 19 -18 22 -22 23 24 26 -24 -21 28 -23 -30
right_child=-2 -3 -4 4 6 -7 -8 12 9 10 11 -13 13 -15 15 -17 18 -19 -20 20 21 27 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-4.4572615024662815e-06 3.273807845454774e-06 -3.2382169326946756e-06 3.5890732264802369e-06 6.5390097696418432e-07 -4.4132511303966267e-06 -2.2044794878866014e-05 9.2487803000879546e-06 -2.818366490626229e-06 1.2638639825690051e-05 5.2384796182867955e-06 -6.8596357796953571e-06 -2.7149989136887601e-07 6.953088345653668e-06 -9.5551773220422621e-08 2.3198295252768732e-07 3.9834670525155606e-06 4.0435609753330941e-06 -6.5923037618631502e-06 3.7279310530581054e-06 6.1235300771992726e-06 -8.8499412925102671e-06 -3.5871585529671045e-08 1.921504297249211e-06 1.3319845552359767e-05 -9.1858467038989704e-06 -7.846748433491615e-06 -5.8475184540823697e-07 3.9014434619008064e-06 6.3628953183878272e-07 -1.0822422723322234e-05
leaf_weight=20 22 28 22 58 30 20 26 36 21 23 24 20 20 117 20 29 20 20 26 36 20 2210 34 30 21 28 59 34 27 20
leaf_count=20 22 28 22 58 30 20 26 36 21 23 24 20 20 117 20 29 20 20 26 36 20 2210 34 30 21 28 59 34 27 20
internal_value=0 -2.32397e-08 6.073e-09 -1.97801e-08 -8.74521e-07 -5.16628e-06 5.873e-07 -5.22052e-07 7.59185e-08 2.45267e-06 -7.39944e-07 -3.86503e-06 1.52723e-07 9.33447e-07 -2.88876e-09 3.09334e-08 -1.3068e-08 -3.18016e-06 3.63214e-08 -1.48163e-09 -3.35979e-08 -1.39721e-07 1.14549e-06 2.68931e-06 -5.9966e-08 -2.48996e-06 1.95733e-06 -6.36821e-08 -1.23414e-07 -4.23976e-06
internal_weight=0 3099 3071 3049 307 78 229 203 2742 88 67 44 173 137 2654 2634 2605 40 2565 2539 2519 2311 208 146 116 62 95 2291 2257 47
internal_count=3121 3099 3071 3049 307 78 229 203 2742 88 67 44 173 137 2654 2634 2605 40 2565 2539 2519 2311 208 146 116 62 95 2291 2257 47
is_linear=0
shrinkage=0.1


Tree=6352
num_leaves=31
num_cat=0
split_feature=1365 151 151 142 11 34 40 34 133 9 13 2 16 44 0 1446 1213 1447 159 1447 1447 159 51 3 42 403 133 1210 3 403
split_gain=2.34874e-08 2.3645e-08 4.87013e-08 8.10973e-08 5.01371e-08 3.23436e-08 8.44122e-08 3.93672e-08 1.29597e-07 7.45208e-08 1.40708e-07 7.32397e-08 2.21696e-07 3.01301e-08 1.10732e-07 2.7145e-08 1.72298e-07 1.75358e-07 3.98599e-07 7.53108e-07 2.24478e-07 1.15499e-07 9.41819e-08 1.05821e-07 8.54728e-08 8.08347e-08 2.64592e-07 7.94763e-08 3.10065e-07 6.92118e-08
threshold=0.088010000000000019 0.29373000000000005 0.13340000000000005 -0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.07632499999999999 -0.057544999999999992 0.086990000000000012 0.091600000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.056919999999999991 0.099360000000000018 -0.26343999999999995 0.083715000000000026 0.04198000000000001 -0.085949999999999985 -0.025879999999999997 -0.086849999999999997 -0.084334999999999979 -0.021869999999999997 -0.0078149999999999973 -0.065229999999999996 0.089015000000000025 -0.54856499999999986 0.40431 -0.13847499999999999 -0.082284999999999983 -0.5341999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 -7 11 -11 12 -9 14 -13 25 17 18 19 -17 -19 22 -22 24 -24 26 -16 28 -27 -29
right_child=-2 -3 -4 4 5 7 -8 9 -10 10 -12 13 -14 -15 15 16 -18 20 -20 -21 21 -23 23 -25 -26 27 -28 29 -30 -31
leaf_value=6.0323591069081063e-06 2.7845738666580174e-06 3.1673326643415394e-06 -4.7390685763688951e-06 -4.8175784120923548e-06 1.4662422245237394e-06 8.7817383546605147e-06 -6.672007752058563e-06 -2.6576359431373932e-06 -1.5333754257379293e-06 1.1712047106139717e-06 -1.0297516264472507e-05 6.255533054400076e-06 1.1239984924445294e-05 -3.358125899534638e-06 -1.2965116984560157e-05 1.8133875790948061e-06 9.5966887210168009e-06 1.1636132408706803e-05 7.3332279994660485e-06 -2.2722584133754771e-05 -1.9861321866508e-06 -4.0696540760147096e-06 3.2581799132458402e-06 -8.7887509360608313e-07 1.2290767153899651e-05 1.3423108039205544e-05 2.3339704757045884e-06 -5.8820092427985014e-06 -3.004662394906282e-06 -1.1594942285921872e-07
leaf_weight=22 30 23 22 22 26 21 25 24 29 23 20 28 22 27 20 29 21 21 22 22 33 39 22 23 20 20 26 21 27 2391
leaf_count=22 30 23 22 22 26 21 25 24 29 23 20 28 22 27 20 29 21 21 22 22 33 39 22 23 20 20 26 21 27 2391
internal_value=0 -2.70307e-08 -5.0978e-08 -1.71178e-08 -6.11286e-08 -2.62712e-08 -2.5231e-06 1.68796e-08 2.79897e-06 -3.1071e-08 -4.16308e-06 3.10972e-08 3.98905e-06 -3.36489e-08 -1.41875e-09 -6.49641e-08 9.24341e-07 1.35946e-07 -3.9175e-06 -8.77076e-06 2.00874e-06 5.3301e-07 2.36468e-06 4.57356e-06 7.55941e-06 -1.64487e-07 -4.31781e-06 -8.67918e-08 3.98588e-06 -1.66151e-07
internal_weight=0 3091 3068 3046 3024 3002 51 2951 50 2901 43 2858 46 2812 2785 2757 252 231 73 51 158 137 98 65 42 2505 46 2459 47 2412
internal_count=3121 3091 3068 3046 3024 3002 51 2951 50 2901 43 2858 46 2812 2785 2757 252 231 73 51 158 137 98 65 42 2505 46 2459 47 2412
is_linear=0
shrinkage=0.1


Tree=6353
num_leaves=31
num_cat=0
split_feature=46 44 97 374 120 483 43 39 13 159 42 43 9 10 2 2 33 10 4 2 1 13 52 52 0 13 43 12 13 16
split_gain=2.53224e-08 6.82951e-08 2.77982e-08 6.11646e-08 3.13169e-08 4.30546e-08 1.69906e-07 1.20051e-07 6.58996e-08 1.65584e-07 1.23468e-07 1.63415e-07 3.40201e-08 1.1324e-07 5.25945e-08 4.51929e-08 5.36162e-08 3.8895e-08 7.3539e-07 8.90311e-08 3.81008e-08 3.03798e-08 1.16118e-07 1.9615e-07 1.24593e-07 9.49029e-08 1.70579e-07 1.24627e-07 1.18712e-07 9.29389e-08
threshold=0.084955000000000017 0.10049500000000001 -0.086464999999999986 0.08987500000000001 0.090440000000000006 0.10083000000000002 -0.086909999999999987 0.15009500000000003 -0.077944999999999987 -0.023324999999999995 0.096610000000000015 -0.0090299999999999981 0.092890000000000014 0.053330000000000009 -0.18970999999999996 -0.090999999999999984 0.085305000000000006 -0.012544999999999999 0.053180000000000012 -0.0091949999999999983 0.14699000000000004 -0.14179999999999995 0.11434500000000002 0.016565000000000003 -0.075934999999999989 -0.097224999999999992 0.10366000000000002 0.085635000000000003 -0.094514999999999988 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -7 12 9 -8 11 -10 13 15 -14 -4 17 18 -17 -19 21 22 23 24 29 26 27 -23 -27 -21
right_child=1 -3 3 -5 -6 6 8 -9 10 -11 -12 -13 14 -15 -16 16 -18 19 -20 20 -22 25 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-3.4987137120839658e-06 6.7326759153729655e-06 -9.7719113438398816e-07 4.2944393584321009e-06 4.4101629856090917e-06 -3.9984285715277677e-06 9.5375910582926892e-06 9.1773799488731572e-06 -7.833681978581808e-06 -1.1804331402345269e-05 -2.3690838100231272e-06 3.2214327457668018e-06 6.8512803776147031e-07 -6.843584039663918e-07 -5.4525200903882279e-06 6.3121797135560584e-06 -1.000501104148167e-05 -5.2226454340598141e-06 -6.0141575522720815e-06 1.5851055563457933e-05 -1.7022479089261635e-06 3.7908192308140527e-06 2.939118566506035e-06 4.8273478296323449e-06 -1.1724093444627216e-05 -7.1637567630205015e-06 -5.786922152613746e-06 -1.7898815358429096e-06 1.3274636294227094e-05 -4.7322158535113514e-10 5.1226380117341826e-06
leaf_weight=23 20 27 24 31 20 23 23 20 20 27 29 22 22 39 21 22 20 25 22 53 26 28 25 20 25 36 37 20 2339 32
leaf_count=23 20 27 24 31 20 23 23 20 20 27 29 22 22 39 21 22 20 25 22 53 26 28 25 20 25 36 37 20 2339 32
internal_value=0 2.3036e-06 -3.52263e-08 -9.11675e-09 -5.44802e-08 -2.81872e-08 1.65894e-06 -1.13252e-07 1.61341e-07 2.94229e-06 -1.79707e-06 -5.26223e-06 -5.88064e-08 -1.01781e-07 2.73256e-06 -2.60082e-08 -6.39901e-08 -2.59189e-08 2.92302e-06 -7.45886e-08 -1.83639e-08 -5.62373e-08 -1.41411e-06 -2.61439e-06 -9.58079e-07 2.93197e-08 3.3125e-06 7.24558e-06 -8.81836e-08 8.67121e-07
internal_weight=0 47 3074 3051 3020 3000 144 2856 121 50 71 42 2836 2793 43 2754 2730 2710 44 2666 2641 2615 155 130 110 2460 85 48 2375 85
internal_count=3121 47 3074 3051 3020 3000 144 2856 121 50 71 42 2836 2793 43 2754 2730 2710 44 2666 2641 2615 155 130 110 2460 85 48 2375 85
is_linear=0
shrinkage=0.1


Tree=6354
num_leaves=31
num_cat=0
split_feature=130 1 46 453 148 447 150 483 479 479 42 1456 42 42 483 50 42 43 52 12 12 3 16 12 13 12 13 12 0 16
split_gain=2.55554e-08 3.6626e-08 2.70737e-08 2.75172e-08 3.2556e-08 5.48638e-08 3.30333e-08 3.12166e-08 4.35288e-08 4.61546e-08 3.94195e-08 1.26838e-07 1.10063e-07 1.02697e-07 8.92394e-08 7.96576e-08 1.17083e-07 7.76337e-08 1.29595e-07 1.07327e-07 2.40031e-07 3.20326e-07 1.69178e-07 1.04389e-07 1.50783e-07 9.08585e-08 8.01489e-08 6.93438e-08 1.09152e-07 5.73068e-08
threshold=-0.23123999999999997 0.16540500000000002 0.10987500000000001 0.10071000000000001 -0.10069499999999999 0.094580000000000011 -0.11226499999999999 -0.47181499999999993 0.10951000000000001 0.098570000000000005 0.094365000000000018 -0.077349999999999988 0.091295000000000015 0.090990000000000015 0.11832500000000001 -0.099524999999999988 0.095185000000000006 0.055925000000000009 0.11989500000000002 0.094435000000000005 0.097825000000000009 -0.07793499999999999 -0.069894999999999985 0.092355000000000007 -0.051094999999999995 0.11650500000000001 -0.075974999999999987 0.096210000000000004 -0.076899999999999982 0.41221000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 9 10 12 -12 13 -9 15 -13 -17 19 27 23 21 -21 -22 24 26 -24 -18 28 -19 -14
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11 11 14 29 -15 -16 16 17 18 -20 20 22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.3210169417345796e-06 3.131131479401092e-06 -3.6916667820858292e-06 3.5858632838339655e-06 -3.7141283951314112e-06 3.1622036052188685e-06 -4.2820272180203272e-06 3.1898181519807166e-06 -1.2855722011359266e-07 -3.5082039230774049e-06 4.7779157057448174e-06 8.3714163035134955e-06 5.5419181592242246e-06 -2.1669191346518347e-06 5.9661138915804006e-06 -5.7898200628352992e-06 7.6464980436087763e-06 -6.8636959333900909e-07 -3.4864745394339768e-07 9.2275151192076193e-06 -3.0821955815121156e-07 6.3917985611133031e-06 -1.7574928047410636e-05 -6.3236372105685802e-06 5.2801219544562631e-06 -8.5362324512061608e-06 1.4805361440896657e-06 6.3103835207750141e-06 -2.3964604803371586e-06 8.6347652335288809e-06 -8.0073992501183968e-06
leaf_weight=23 33 27 21 20 33 30 30 2197 36 20 21 32 105 28 22 21 64 38 21 21 28 22 35 40 20 26 22 44 21 20
leaf_count=23 33 27 21 20 33 30 30 2197 36 20 21 32 105 28 22 21 64 38 21 21 28 22 35 40 20 26 22 44 21 20
internal_value=0 -2.46571e-08 7.58299e-09 -1.70544e-08 7.34877e-09 -2.70472e-08 1.59758e-08 -1.94112e-08 -5.25644e-08 -9.18817e-09 -4.28055e-08 7.65369e-07 -2.1407e-07 -5.18602e-08 4.30511e-07 7.31274e-07 3.67349e-07 -1.29055e-08 2.06786e-06 -9.41018e-07 -3.00745e-06 -9.14235e-06 -4.34045e-08 9.27267e-07 -7.15319e-07 -2.99727e-06 1.1035e-06 6.08128e-07 2.84884e-06 -3.1014e-06
internal_weight=0 3098 3071 3050 3030 2997 2967 2934 2904 2868 2848 498 2350 2225 477 455 423 402 124 278 132 43 89 146 106 61 86 103 59 125
internal_count=3121 3098 3071 3050 3030 2997 2967 2934 2904 2868 2848 498 2350 2225 477 455 423 402 124 278 132 43 89 146 106 61 86 103 59 125
is_linear=0
shrinkage=0.1


Tree=6355
num_leaves=31
num_cat=0
split_feature=1212 401 1212 401 403 1209 2 1209 1210 1210 1208 403 42 403 43 52 481 50 52 2 15 401 0 403 1203 52 403 133 403 4
split_gain=2.16435e-08 4.13659e-08 7.22555e-08 5.84904e-08 4.8466e-08 3.62619e-08 2.65867e-07 5.44266e-08 3.65619e-08 6.2442e-08 2.73614e-08 2.92821e-08 1.52936e-07 3.33607e-08 1.54186e-07 1.91154e-07 1.44814e-07 1.4137e-07 1.02316e-07 7.96675e-08 1.2252e-07 6.15542e-08 3.12274e-07 5.83749e-08 7.49181e-08 7.10161e-08 8.85518e-08 5.35984e-08 4.761e-08 1.52293e-07
threshold=-0.53159999999999996 0.13729500000000003 0.15049500000000002 0.11769000000000002 0.49982500000000007 -0.084519999999999984 0.080205000000000012 -0.069599999999999981 -0.13847499999999999 -0.08861999999999999 0.11846000000000001 -0.53255499999999989 0.086325000000000013 -0.084339999999999984 0.055925000000000009 0.12492500000000002 -0.081614999999999979 0.089995000000000019 -0.099454999999999974 0.083795000000000022 0.083490000000000023 -0.099524999999999988 -0.072594999999999979 -0.090774999999999981 0.083975000000000008 0.084960000000000022 -0.11227499999999999 0.31382500000000008 -0.081224999999999992 -0.077999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -7 -9 -10 11 12 -11 14 15 16 -13 18 -18 20 -20 22 -15 25 -25 -21 27 -27 29 -23
right_child=1 -3 -4 4 -6 7 -8 8 9 10 -12 13 -14 21 -16 -17 17 -19 19 23 -22 28 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-3.2790919021863376e-06 6.050064044822128e-06 4.2462769077088604e-06 -5.7208312718805907e-06 7.3103965877407972e-06 3.4864605822804153e-07 4.9815958127717092e-06 -8.5227415121563923e-06 3.405289930191019e-06 -5.4804239880468234e-06 4.0374835180045922e-06 3.58873401642952e-06 9.1996421315343478e-06 -7.5939008883534161e-06 2.4844320815838841e-06 8.338167413495075e-06 -8.8910585548416887e-06 5.8866128332131973e-06 7.879519847372887e-06 6.3420812523418136e-07 -1.6566893451316954e-06 -1.0302121427230305e-05 -9.9403254461094567e-06 -1.3351132569638936e-05 2.4174566854472849e-07 -7.1479637921109562e-06 -2.2603822260323258e-06 8.1260504579757271e-06 4.4756645344196367e-06 2.2726508004062024e-08 8.4036500993534e-07
leaf_weight=20 21 23 22 20 20 22 31 31 21 20 21 20 26 33 26 21 24 23 20 53 21 20 20 34 23 27 24 21 2375 38
leaf_count=20 21 23 22 20 20 22 31 31 21 20 21 20 26 33 26 21 24 23 20 53 21 20 20 34 23 27 24 21 2375 38
internal_value=0 2.11407e-08 -1.04311e-08 3.06778e-08 3.82952e-06 -1.97048e-08 -2.63757e-06 2.62227e-08 -1.08331e-08 -4.72123e-08 -7.73224e-09 -3.4057e-08 -2.53678e-06 6.72411e-09 9.40403e-07 3.2194e-07 9.89088e-07 3.80899e-07 -3.17353e-07 -9.85044e-07 -4.96733e-06 -1.19845e-07 -3.49125e-06 -8.79368e-08 -2.74007e-06 1.12143e-06 3.16644e-06 6.86638e-07 -4.64025e-08 -2.87711e-06
internal_weight=0 3101 3078 3056 40 3016 52 2964 2942 2911 2890 2869 46 2823 337 311 290 270 247 223 41 2486 53 182 57 125 72 48 2433 58
internal_count=3121 3101 3078 3056 40 3016 52 2964 2942 2911 2890 2869 46 2823 337 311 290 270 247 223 41 2486 53 182 57 125 72 48 2433 58
is_linear=0
shrinkage=0.1


Tree=6356
num_leaves=31
num_cat=0
split_feature=1208 1208 44 46 1429 156 472 13 0 49 1446 49 1429 474 49 49 12 2 49 130 130 49 49 484 133 13 12 2 15 13
split_gain=2.64802e-08 4.12523e-08 2.15161e-08 6.80635e-08 4.32486e-08 7.74715e-08 3.60254e-08 2.0372e-07 3.41798e-07 1.24648e-07 2.92895e-08 3.01615e-08 1.06986e-07 1.95449e-07 8.21776e-08 7.34865e-08 1.51738e-07 6.67323e-08 6.65489e-08 8.40158e-08 1.22432e-07 9.30008e-08 1.1897e-07 1.68482e-07 8.72258e-08 1.29445e-07 1.16015e-07 7.98663e-08 7.39515e-08 5.43295e-08
threshold=0.12461500000000002 0.10837500000000001 0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 -0.072204999999999978 0.095120000000000024 -0.066689999999999985 0.08610000000000001 0.11787500000000002 0.088930000000000009 0.083725000000000008 0.081755000000000008 0.091860000000000011 0.082865000000000008 0.084225000000000008 0.086375000000000021 0.09517500000000001 0.11417500000000001 0.097445000000000018 0.099465000000000012 0.11042000000000002 0.056480000000000009 0.017095000000000003 -0.078944999999999987 0.097575000000000009 0.097845000000000015 -0.13843999999999998 -0.085744999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 8 9 -6 11 15 13 14 -13 -8 -17 -18 -16 20 21 -20 27 24 28 -26 -27 -23 -24 -19
right_child=-2 -3 3 -5 5 -7 10 -9 -10 -11 -12 12 -14 -15 18 16 17 29 19 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-4.6762392548771463e-06 -3.6270235523261365e-06 4.2427221150438017e-06 6.5480288549224507e-06 -1.0900447867762913e-06 -4.2459459520130444e-06 6.1924725446260708e-06 1.726177267068293e-08 6.5137877261246434e-06 -1.5624719826519142e-05 5.4715721117562772e-06 3.8250386683102985e-06 -5.2684845962558989e-06 -6.088956453303192e-06 8.8383870806038342e-06 3.7005362729461115e-06 1.0164248699724835e-05 -4.0880193063501448e-06 -8.1209956306338435e-07 4.8840430898573169e-06 4.8153874947350538e-06 -6.7876468672838864e-06 -2.0210263317966126e-06 -2.734305222602458e-06 8.4068439394156627e-06 3.0623535261042891e-06 -1.069830538027767e-05 -8.6575263854423875e-07 -1.0243660174291153e-05 4.0056071999815026e-06 6.5587576636971802e-06
leaf_weight=20 20 23 20 28 33 20 2365 22 20 22 20 38 35 22 36 22 21 20 28 24 36 27 27 21 20 28 21 21 41 20
leaf_count=20 20 23 20 28 33 20 2365 22 20 22 20 38 35 22 36 22 21 20 28 24 36 27 27 21 20 28 21 21 41 20
internal_value=0 2.33888e-08 -8.13968e-09 2.09249e-06 -4.14169e-08 -1.06208e-08 -5.2113e-08 -1.94776e-06 -4.42981e-06 -3.58939e-07 1.14465e-08 -1.51013e-08 -7.92725e-07 -3.17423e-07 -8.64781e-07 1.19903e-07 3.04456e-06 4.76799e-07 -3.57688e-07 -8.54613e-07 -1.35861e-06 -5.23377e-07 -1.25837e-06 6.62094e-08 -1.21228e-06 -3.71719e-06 -6.48435e-06 -5.61843e-06 1.32947e-06 2.87333e-06
internal_weight=0 3101 3078 48 3030 3010 2990 97 75 55 2893 2873 425 390 368 2448 83 61 330 294 270 234 206 158 137 69 49 48 68 40
internal_count=3121 3101 3078 48 3030 3010 2990 97 75 55 2893 2873 425 390 368 2448 83 61 330 294 270 234 206 158 137 69 49 48 68 40
is_linear=0
shrinkage=0.1


Tree=6357
num_leaves=31
num_cat=0
split_feature=472 1429 1429 448 1348 48 148 147 147 34 34 34 9 13 47 9 47 47 47 44 1456 47 132 1 1185 394 0 130 132 1428
split_gain=2.21616e-08 6.35135e-08 3.58828e-08 2.19055e-08 5.81108e-08 1.07554e-07 3.2413e-08 3.51708e-08 5.44654e-08 2.75612e-08 7.01643e-08 4.68192e-08 8.32868e-08 1.27675e-07 5.70247e-08 4.56558e-07 3.82468e-07 5.30829e-08 7.55497e-08 3.64974e-08 9.30772e-08 4.13027e-08 3.53165e-08 7.67505e-07 3.54175e-07 1.46022e-07 3.6517e-08 4.02998e-08 3.397e-08 3.15891e-08
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 0.068920000000000023 0.088590000000000016 -0.068459999999999979 -0.098399999999999974 0.094075000000000006 0.088610000000000008 -0.08786999999999999 -0.084564999999999987 -0.057544999999999992 0.091600000000000015 -1.0000000180025095e-35 0.094160000000000008 0.037245000000000007 0.096770000000000009 0.091340000000000018 0.089360000000000009 0.099360000000000018 -0.077349999999999988 0.10254000000000001 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.0041850000000000004 -0.073309999999999986 0.10923000000000001 -0.050879999999999988 -0.071779999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4 8 9 -8 -11 -12 14 -14 15 17 -16 18 22 20 -18 -22 23 25 -24 26 27 -13 -26 -30
right_child=1 2 3 -5 5 -7 7 -9 -10 10 11 12 13 -15 16 -17 19 -19 -20 -21 21 -23 24 -25 28 -27 -28 -29 29 -31
leaf_value=-3.0270472654099951e-06 5.2588631117190669e-06 -3.7888283131906067e-06 -3.5999333085783293e-06 -3.2833999648573808e-06 8.7745392014377507e-06 -1.4720797435074928e-06 2.7131033694122625e-06 -3.3346846983535687e-06 3.7634789805451877e-06 -5.5347572213023625e-06 3.6456435358494283e-06 2.3673006348310103e-07 1.0357656285784536e-06 -9.7377422310852466e-06 1.4361620227039871e-05 -1.4802463504435894e-05 7.2518889010098072e-06 5.1361948362682599e-06 -5.8703089636806417e-06 -3.2945346847554903e-06 3.5098258106905462e-06 -4.2829114135058804e-07 -1.3339648230612512e-05 1.7619796008148114e-05 3.769648919179266e-06 -9.0197556649703369e-06 3.8917987001241273e-06 -4.3805903260363266e-06 -3.9691659412710574e-06 2.3411048365431982e-08
leaf_weight=24 23 25 25 20 21 20 37 31 39 23 35 89 22 22 21 21 20 20 22 25 31 189 20 25 24 21 20 24 20 2162
leaf_count=24 23 25 25 20 21 20 37 31 39 23 35 89 22 22 21 21 20 20 22 25 31 189 20 25 24 21 20 24 20 2162
internal_value=0 2.34558e-08 -1.57161e-08 1.52212e-08 3.70015e-08 3.77619e-06 -1.4306e-08 1.59474e-08 5.13736e-08 1.33136e-09 -3.38001e-08 1.08599e-08 -3.46073e-08 -4.35099e-06 3.43545e-08 -1.20549e-07 1.37107e-06 5.45071e-09 -3.68298e-08 3.4163e-07 7.20397e-07 1.26625e-07 1.65326e-08 1.36788e-06 -9.21339e-08 -1.27042e-06 -4.68362e-08 -7.4394e-07 2.79705e-08 -1.31845e-08
internal_weight=0 3097 3074 3049 3029 41 2988 2963 2932 2893 2856 2833 2798 44 2754 2468 286 2447 2427 265 240 220 2405 179 2226 154 133 113 2206 2182
internal_count=3121 3097 3074 3049 3029 41 2988 2963 2932 2893 2856 2833 2798 44 2754 2468 286 2447 2427 265 240 220 2405 179 2226 154 133 113 2206 2182
is_linear=0
shrinkage=0.1


Tree=6358
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1186 42 2 12 4 1204 46 46 1428 1186 391 1213 0 12 43 12 3 2 4 3 12 1 9 10 2 1 1
split_gain=2.70076e-08 1.58077e-07 7.65609e-08 3.10569e-08 2.67153e-08 4.60395e-08 3.081e-08 5.39113e-08 3.27833e-08 2.44147e-08 3.26209e-08 3.98852e-08 2.51794e-08 4.48922e-08 3.62029e-08 1.28091e-07 1.64474e-07 7.4195e-08 3.82505e-08 2.92264e-08 8.15696e-08 1.11913e-07 6.55541e-08 2.23104e-07 1.17581e-07 3.29875e-08 6.58955e-08 6.1056e-08 3.36224e-08 8.47819e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.010834999999999999 -0.058859999999999989 0.089125000000000024 0.11418000000000002 0.10637500000000001 -0.084424999999999986 0.10987500000000001 0.083550000000000013 -0.070379999999999984 0.090275000000000008 -0.086319999999999994 0.10675500000000002 -0.087084999999999982 0.087445000000000009 0.062770000000000006 0.09364500000000002 -0.24190499999999995 0.10467500000000002 -0.35136499999999998 -0.16726499999999997 0.10149500000000002 0.10234000000000001 0.092890000000000014 0.053330000000000009 -0.090999999999999984 0.09253500000000002 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 7 8 -6 10 11 -3 13 -13 19 -16 -17 18 -18 20 -15 -22 23 24 -21 26 27 -24 29 -29
right_child=1 9 -4 4 6 -7 -8 -9 -10 -11 -12 12 -14 14 15 16 17 -19 -20 22 21 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=2.7232115460914692e-06 8.7260191018382709e-06 3.4819964267543669e-06 -5.9512275291646286e-06 -1.8838431619390879e-06 -3.410126247707432e-08 3.247413083914473e-06 -5.4526584426639605e-06 3.4152597163483738e-06 -4.8855678657370543e-06 3.3368713574914595e-06 -3.4666617331687897e-06 -4.7698209709778903e-06 2.6125723700766282e-06 3.168507248032949e-06 8.0546236513328055e-06 -7.7750815199535642e-06 2.0230305511047067e-06 -1.9080708971159764e-06 8.133660194289404e-06 2.6586495129810864e-06 -8.1559345827741945e-06 1.3622667471021747e-06 5.2648412487802237e-06 -4.0855469878493e-06 1.263557675147673e-05 2.8403710388915531e-06 -4.3561045667711121e-06 -1.1348665263317928e-07 4.2057086277879366e-07 -1.8313950031020238e-05
leaf_weight=28 21 33 28 36 26 34 20 20 30 22 27 20 36 21 25 21 21 25 20 27 30 21 21 29 21 37 37 1639 719 26
leaf_count=28 21 33 28 36 26 34 20 20 30 22 27 20 36 21 25 21 21 25 20 27 30 21 21 29 21 37 37 1639 719 26
internal_value=0 8.1402e-08 -1.06303e-06 -3.57516e-07 -8.77156e-07 6.08481e-07 -1.96043e-06 -1.04143e-06 -2.6331e-06 1.83245e-08 -7.23851e-09 2.57783e-08 -1.5014e-08 -4.92869e-08 -1.48304e-08 1.74593e-06 -6.69154e-08 2.38568e-06 5.00383e-06 -8.98704e-08 -2.07683e-06 -4.23668e-06 -3.38997e-08 2.83961e-06 7.02356e-06 -1.23153e-07 -1.68055e-07 -1.03624e-07 -1.50913e-07 -3.97698e-07
internal_weight=0 2899 222 194 166 70 96 76 56 2878 2856 2829 2796 2760 2740 112 87 66 41 2628 72 51 2556 77 48 2479 2442 2405 2384 1665
internal_count=3121 2899 222 194 166 70 96 76 56 2878 2856 2829 2796 2760 2740 112 87 66 41 2628 72 51 2556 77 48 2479 2442 2405 2384 1665
is_linear=0
shrinkage=0.1


Tree=6359
num_leaves=31
num_cat=0
split_feature=1204 1203 15 1185 132 401 1203 1213 16 16 1212 402 1211 15 401 133 402 130 129 1185 16 394 391 129 0 1213 1212 42 1213 43
split_gain=2.32148e-08 3.53735e-08 8.50669e-08 3.75602e-08 3.10223e-08 2.95611e-08 2.83334e-08 2.90896e-08 8.09174e-08 8.59624e-08 5.45896e-08 3.50374e-08 1.00044e-07 9.39944e-08 3.71762e-08 1.41067e-07 8.1311e-08 3.2018e-08 6.19543e-08 5.86964e-08 5.31614e-08 4.32544e-08 7.63443e-08 3.59734e-08 8.63026e-08 3.90571e-08 2.89982e-07 2.21055e-07 8.11509e-07 2.40493e-07
threshold=-0.098194999999999991 0.090185000000000001 0.089595000000000022 -0.093764999999999987 -0.024099999999999996 0.13837000000000002 0.087075000000000014 0.15253500000000003 -0.088394999999999987 -0.077074999999999991 0.13631000000000001 -0.46140499999999995 0.10406000000000001 0.093575000000000019 -0.13200999999999999 0.51114000000000004 -0.26602499999999996 0.11890500000000002 0.11266500000000002 0.08790000000000002 -0.072804999999999981 -0.12099999999999998 -0.086319999999999994 0.093925000000000008 -0.075359999999999996 -0.084954999999999989 -0.089079999999999979 0.086950000000000013 -0.090764999999999985 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 -3 6 7 10 -9 -10 11 13 14 -5 -13 16 -16 18 19 21 -19 -18 -23 25 -25 27 -27 -24 29 -29
right_child=1 2 -4 5 -6 -7 -8 8 9 -11 -12 12 -14 -15 15 -17 17 20 -20 -21 -22 22 23 24 -26 26 -28 28 -30 -31
leaf_value=-2.7683635570004602e-06 -4.0488063029403314e-06 -2.8767628019853545e-06 7.3943016989698084e-06 -1.7769323262330417e-06 2.4337992230853573e-06 -3.8239692867136912e-06 3.2581733968847268e-06 -3.079521814340426e-06 9.1286714017596313e-06 4.4999196506978482e-07 -5.123770111346121e-06 3.7665528111574534e-06 -6.925184804967579e-06 7.8020250430199674e-06 6.2270022643436578e-06 -8.4005876556148005e-06 4.4553528658236084e-06 3.6367922900483666e-07 5.5722885349496215e-06 -4.0824629650160205e-06 -6.2052236113562363e-06 -6.1520234703493777e-06 -2.0906332130597667e-06 -2.1606346568400373e-07 7.0043125087977391e-06 -1.1822703526203917e-05 -1.8404283817139743e-08 -1.0134683598943926e-05 1.7418660143613871e-05 2.8868382692913605e-06
leaf_weight=30 23 22 22 21 22 20 27 21 21 25 21 26 21 20 21 20 22 28 20 35 22 20 92 49 25 21 2311 23 33 37
leaf_count=30 23 22 22 21 22 20 27 21 21 25 21 26 21 20 21 20 22 28 20 35 22 20 92 49 25 21 2311 23 33 37
internal_value=0 2.68755e-08 2.31711e-06 -2.30933e-08 -2.21482e-07 7.74989e-09 3.34489e-08 3.9844e-09 2.06391e-06 4.412e-06 -4.38047e-08 -6.59535e-09 -4.87027e-08 2.89573e-06 2.77899e-09 -3.24344e-08 2.82263e-08 -1.93172e-08 2.73219e-08 -1.42445e-08 -2.52664e-06 3.98336e-08 2.62887e-09 5.01368e-08 2.22325e-06 -1.3753e-08 -1.24704e-07 1.38483e-06 4.82291e-06 -2.10475e-06
internal_weight=0 3091 66 3025 44 3002 2982 2955 67 46 2888 2867 2826 41 2805 2779 2759 2738 2688 2668 50 2633 2611 2591 74 2517 2332 185 93 60
internal_count=3121 3091 66 3025 44 3002 2982 2955 67 46 2888 2867 2826 41 2805 2779 2759 2738 2688 2668 50 2633 2611 2591 74 2517 2332 185 93 60
is_linear=0
shrinkage=0.1


Tree=6360
num_leaves=31
num_cat=0
split_feature=394 403 43 43 402 1210 0 0 48 48 0 1212 0 12 132 15 12 52 147 147 148 483 160 43 4 1 0 160 160 49
split_gain=2.40095e-08 1.38356e-07 2.58614e-08 1.08423e-07 2.74665e-07 9.5057e-08 5.48122e-08 4.64287e-08 6.69839e-08 7.66679e-08 6.63525e-08 9.6683e-08 1.05742e-07 4.65233e-08 5.61587e-08 6.44607e-08 3.91448e-08 6.18646e-08 3.1617e-08 9.6474e-08 9.16687e-08 5.79174e-08 4.16078e-08 1.42429e-07 2.00338e-07 9.8757e-08 1.09799e-07 4.70662e-08 7.8637e-08 4.14316e-08
threshold=0.013605000000000001 -0.074254999999999988 0.062770000000000006 0.055925000000000009 -0.46140499999999995 0.15724500000000002 -0.13843999999999998 -0.11173999999999999 0.10271500000000001 0.090720000000000009 -0.10096999999999999 0.10083000000000002 -0.09515499999999999 0.11418000000000002 -0.1075 0.090325000000000003 0.087075000000000014 0.08734500000000002 0.099230000000000013 0.093875000000000014 -0.063899999999999985 -0.47181499999999993 0.10908000000000002 -0.095589999999999994 0.033845000000000007 0.094465000000000007 -0.086074999999999985 0.10396000000000001 0.099315000000000014 -0.081604999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 18 -4 -8 9 10 -9 12 -12 14 -14 16 -16 -18 19 21 -20 -1 27 -24 25 26 -25 28 29 -23
right_child=1 -3 6 4 -6 -7 7 8 -10 -11 11 -13 13 -15 15 -17 17 -19 20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=4.58967692184485e-06 7.3266386573744032e-06 -2.2008460304537687e-06 -5.2513026660632862e-06 -3.0508401687256994e-06 1.3522180220206792e-05 -5.7036167790697776e-06 3.6604549095500261e-06 -5.5706928243090748e-06 4.7870771390989831e-06 -7.1712606495566439e-06 5.9647985858646278e-06 -5.696337873438285e-06 4.1682330221428927e-06 -3.5021139632217226e-06 -1.2531035347112468e-06 -4.2980969427015446e-06 -1.1659944834718773e-06 6.36455870690611e-06 -1.3559044787143649e-06 -6.3032527724734182e-06 7.7271465897865713e-06 -1.2825827130313884e-06 5.9853887660210611e-06 -7.9546132920685618e-06 -9.681169853358757e-06 5.6952637805807171e-06 1.2826782362789083e-06 3.8600275509066485e-06 -5.89356283378286e-06 2.3977785588654629e-07
leaf_weight=28 27 35 26 20 20 29 25 26 20 20 30 29 31 39 45 34 20 24 25 24 20 195 20 22 33 20 31 33 22 2148
leaf_count=28 27 35 26 20 20 29 25 26 20 20 30 29 31 39 45 34 20 24 25 24 20 195 20 22 33 20 31 33 22 2148
internal_value=0 1.94822e-06 -3.94897e-08 6.81999e-08 5.23567e-06 -9.79961e-09 -8.24544e-07 -4.88988e-07 -8.15202e-07 -1.19119e-06 -7.60973e-07 -2.64732e-07 4.4162e-07 -4.16905e-07 3.64414e-07 -5.94272e-07 8.20673e-07 2.94158e-06 5.31995e-08 7.29449e-09 2.68101e-06 6.66413e-08 1.6465e-08 -1.75479e-06 -3.21521e-06 -2.92235e-07 -2.55167e-06 1.09534e-07 5.72012e-08 1.13077e-07
internal_weight=0 62 3059 2690 40 2650 369 343 318 298 278 252 223 193 154 123 89 44 2621 2576 45 2552 2524 126 106 73 53 2398 2365 2343
internal_count=3121 62 3059 2690 40 2650 369 343 318 298 278 252 223 193 154 123 89 44 2621 2576 45 2552 2524 126 106 73 53 2398 2365 2343
is_linear=0
shrinkage=0.1


Tree=6361
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1456 43 1455 1456 4 481 43 133 483 42 159 13 12 484 484 1452 1454 481 2 1447 1447 159 1446 4 1456 3 2
split_gain=2.32443e-08 5.26287e-08 3.07476e-08 2.40257e-08 1.51835e-07 1.46917e-07 1.07753e-07 1.05739e-07 2.43454e-07 1.20091e-07 9.36213e-08 4.16118e-08 1.19335e-07 8.98765e-08 5.94944e-08 1.06194e-07 5.24869e-08 6.72878e-08 4.64491e-08 4.95961e-08 4.43622e-08 2.10911e-07 3.12167e-07 6.80094e-08 4.22609e-07 9.13872e-08 3.84499e-07 1.94395e-07 1.68501e-07 6.22529e-08
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.079429999999999987 -0.095589999999999994 0.10655000000000002 -0.074164999999999995 -0.081609999999999988 -0.073474999999999985 -0.067899999999999974 0.087035000000000015 0.10143000000000001 0.22070000000000004 0.0089800000000000019 -0.052719999999999996 0.089735000000000023 0.11803500000000001 0.10455500000000001 0.10204000000000001 0.104035 -0.087644999999999987 0.090050000000000005 0.022105000000000003 -0.086279999999999982 -0.092414999999999983 0.083715000000000026 -0.085594999999999991 0.090155000000000013 -0.082284999999999983 0.08647500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 -5 -6 -9 10 -10 12 16 14 15 -13 17 18 19 20 21 22 -8 24 -22 27 -27 29 -28 -25
right_child=1 2 3 6 5 -7 11 8 9 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 25 -26 26 28 -29 -30 -31
leaf_value=-3.100103310771374e-06 4.7897448775588801e-06 -3.5043420020883787e-06 6.8155519536296869e-06 7.2288400588149672e-06 -6.0677529376107493e-06 -9.641929586285353e-06 6.6239799480172228e-06 1.0493554835875331e-05 -2.7181702127859882e-06 -7.1541467915738265e-06 4.1429840117367303e-06 2.2390618578356225e-06 7.6229599471844272e-06 -7.9515449215250552e-06 3.0747434916141475e-06 -6.7277477594781688e-06 -4.3315546278150854e-06 5.2633550376413045e-06 4.3409589407019669e-06 -4.6131956621494563e-06 3.9127837942832041e-06 1.1174999242768992e-05 -1.007093548889229e-05 6.7014859236452511e-07 -1.3527115442002469e-05 1.4017909663325648e-05 -6.1106431868181747e-06 -7.3453250034087137e-06 4.2340141604313432e-06 -3.7353331654257097e-07
leaf_weight=24 23 25 22 21 32 22 24 20 43 28 37 25 21 20 30 28 27 25 25 23 33 20 21 976 24 24 31 36 32 1379
leaf_count=24 23 25 22 21 32 22 24 20 43 28 37 25 21 20 30 28 27 25 25 23 33 20 21 976 24 24 31 36 32 1379
internal_value=0 2.40228e-08 -1.16348e-08 1.70033e-08 -1.0313e-06 -1.97982e-06 9.21713e-08 -9.26275e-07 3.59094e-07 -1.51766e-06 4.55114e-07 3.91012e-08 1.13786e-07 -1.93387e-06 -4.83832e-07 -2.49812e-06 5.53809e-08 9.96934e-08 5.09428e-08 1.00544e-08 5.09524e-08 2.63055e-06 -1.16698e-06 -1.51912e-08 -3.43033e-06 6.33653e-08 3.24699e-06 -5.24756e-08 -8.56214e-07 5.90075e-08
internal_weight=0 3097 3074 3049 204 182 2845 160 128 108 80 2824 2721 103 83 53 2700 2673 2648 2623 2600 65 45 2535 57 2478 87 2391 63 2355
internal_count=3121 3097 3074 3049 204 182 2845 160 128 108 80 2824 2721 103 83 53 2700 2673 2648 2623 2600 65 45 2535 57 2478 87 2391 63 2355
is_linear=0
shrinkage=0.1


Tree=6362
num_leaves=31
num_cat=0
split_feature=130 12 1204 1203 42 15 399 132 43 393 1 12 129 1209 43 1209 42 12 1210 1210 457 3 3 52 52 479 49 12 12 12
split_gain=2.28076e-08 6.95677e-08 2.07653e-08 2.94022e-08 7.43749e-08 9.14956e-08 3.63811e-08 8.83045e-08 1.1592e-06 6.94101e-07 1.07184e-07 6.83132e-08 3.60076e-08 2.50876e-08 2.11357e-07 4.63955e-08 2.22113e-07 3.41983e-08 2.68555e-07 2.4096e-07 1.72174e-07 9.76183e-08 4.01039e-07 2.52357e-07 3.40152e-07 9.57296e-08 9.06516e-08 9.18939e-08 2.01632e-07 1.45102e-07
threshold=-0.23647499999999996 0.23631000000000002 -0.098194999999999991 0.090185000000000001 -0.067534999999999998 0.088060000000000013 0.091895000000000018 -0.083284999999999984 -0.011694999999999999 0.10992000000000002 0.088975000000000012 0.094835000000000017 -0.082304999999999975 -0.087199999999999986 -0.0047449999999999992 -0.065739999999999979 0.092145000000000019 0.088245000000000004 -0.090009999999999993 -0.38516499999999992 -0.085584999999999981 -0.065229999999999996 -0.067429999999999976 1.0000000180025095e-35 0.11277500000000001 0.10951000000000001 -0.088694999999999982 0.088365000000000013 0.088725000000000012 0.089005000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 7 8 -4 12 -10 -8 -9 14 -14 16 -15 18 -17 -19 -21 22 25 -23 -25 26 -22 -28 -29 -30
right_child=1 -3 3 4 5 -7 11 9 10 -11 -12 -13 13 15 -16 17 -18 19 -20 20 21 23 -24 24 -26 -27 27 28 29 -31
leaf_value=-3.3660995222817291e-06 -2.6363896828722016e-06 5.6250556181939005e-06 2.2538909345826144e-05 -2.8188954946104094e-06 -2.2213664165478391e-07 8.7983746672524955e-06 -6.0163087653108965e-06 3.7162124919212569e-06 2.5907603719588223e-07 -1.8684410904370452e-05 -6.390239934717102e-06 1.2542747166814177e-06 -3.2777469450886728e-06 3.7788854115206051e-06 9.3742953530952799e-06 -1.1047235381303598e-05 -1.0946090103516326e-05 1.0767150969183026e-05 -1.5852288807818417e-07 8.7582588963888835e-06 -4.8956462398350329e-06 1.7824604193655042e-06 1.3678139544026636e-05 -1.7317449948512314e-05 -8.2781304376237976e-07 -6.6557986261137741e-06 -6.3364089305650845e-06 9.3702502017549715e-06 -5.7811659357149005e-06 5.4185243561043493e-07
leaf_weight=20 30 22 24 21 22 23 28 26 100 20 32 24 31 21 23 23 20 22 1491 23 34 56 22 22 29 21 20 25 38 808
leaf_count=20 30 22 24 21 22 23 28 26 100 20 32 24 31 21 23 23 20 22 1491 23 34 56 22 22 29 21 20 25 38 808
internal_value=0 2.17224e-08 -1.83144e-08 7.4456e-09 2.09513e-06 4.38835e-06 -3.87453e-08 7.77103e-09 2.32278e-06 -1.2237e-07 -1.35288e-06 -2.66065e-06 1.23816e-08 -2.29059e-08 2.11109e-06 -6.59846e-08 -3.40403e-06 -1.40257e-08 -3.23939e-07 4.04911e-07 1.97289e-07 1.41239e-08 3.30946e-07 -2.85208e-06 -7.94099e-06 2.05463e-08 1.72117e-07 3.655e-07 5.1939e-07 2.5784e-07
internal_weight=0 3101 3079 3049 66 45 2983 2931 156 2775 132 52 2755 2729 54 2675 41 2634 1514 1120 1098 1075 968 107 51 946 925 891 871 846
internal_count=3121 3101 3079 3049 66 45 2983 2931 156 2775 132 52 2755 2729 54 2675 41 2634 1514 1120 1098 1075 968 107 51 946 925 891 871 846
is_linear=0
shrinkage=0.1


Tree=6363
num_leaves=31
num_cat=0
split_feature=132 393 1203 132 1 13 393 403 132 1177 128 129 1184 394 1456 43 16 474 4 3 158 1456 1455 1455 50 4 2 157 52 160
split_gain=2.53287e-08 1.24836e-07 1.08735e-07 2.36103e-08 7.6137e-08 5.40427e-08 3.21294e-08 3.0153e-08 4.9885e-08 2.34511e-08 5.1333e-08 3.77345e-08 6.29191e-08 2.72017e-08 2.26811e-08 1.13592e-07 1.43035e-07 1.67991e-07 1.07464e-07 2.114e-07 9.3707e-08 9.00902e-08 7.52146e-08 4.84488e-08 7.97828e-08 9.41147e-08 1.15296e-07 6.42991e-08 4.87498e-08 7.56366e-08
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 -0.41127499999999995 0.085605000000000014 0.056795000000000005 0.10389500000000002 -0.08989999999999998 -0.095229999999999995 -0.083384999999999973 0.12086000000000001 -0.077709999999999987 0.086750000000000008 1.0000000180025095e-35 -0.079429999999999987 -0.095589999999999994 0.057265000000000003 0.059400000000000008 -0.081609999999999988 -0.082689999999999986 0.085900000000000018 -0.071109999999999993 0.090705000000000022 0.0034400000000000008 0.041865000000000006 -0.07168999999999999 0.096325000000000008 -0.081579999999999986 0.55608500000000005 -0.54913999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 5 6 -1 7 -5 -9 -2 11 -11 13 14 15 -13 18 -18 -17 -20 22 -16 -21 28 25 -25 -27 -26 29 -23
right_child=1 -3 -4 4 -6 -7 -8 8 -10 10 -12 12 -14 -15 21 16 17 -19 19 20 -22 23 -24 24 27 26 -28 -29 -30 -31
leaf_value=-2.0851529804133407e-06 3.13328833575118e-06 7.581934245205379e-06 -8.068509371241817e-06 2.8134644173860584e-06 -5.6771021888835097e-06 4.2813241032035876e-06 3.782285058377966e-06 4.0514682358120136e-07 -4.9883445693989487e-06 -3.4979266134390247e-06 -5.0541693917693925e-06 5.6064898474331766e-06 5.2763826804790453e-06 2.6469625994743696e-06 6.5920136962848202e-06 -5.9805016479475414e-06 -1.3599093817902032e-05 -1.0677222215473076e-06 7.9291619798027565e-06 2.9907495454258776e-06 -7.237003947838358e-06 4.8713392066973389e-06 -4.4323404170297311e-06 -1.2926669145682272e-06 2.1884270480162134e-06 1.1531260618842983e-05 1.8277404406035205e-06 -4.6783523066551431e-06 -4.1607984352093158e-06 -1.0089428687306923e-07
leaf_weight=24 24 22 20 20 28 30 20 47 27 30 20 23 23 39 21 27 20 23 32 39 22 31 21 22 30 24 25 25 29 2333
leaf_count=24 24 22 20 20 28 30 20 47 27 30 20 23 23 39 21 27 20 23 32 39 22 31 21 22 30 24 25 25 29 2333
internal_value=0 7.76859e-08 -1.04473e-06 -3.28016e-07 -1.00484e-06 1.45178e-06 1.42733e-07 -6.3164e-07 -1.56275e-06 2.04214e-08 -5.70971e-09 2.98553e-08 6.75319e-08 2.45299e-08 -1.27016e-08 -1.01925e-06 -1.84747e-06 -6.89627e-06 -3.07761e-07 1.03578e-06 -1.65432e-06 6.93281e-08 3.92668e-07 1.49508e-08 1.92618e-06 4.14092e-06 6.58049e-06 -9.32836e-07 -8.56824e-08 -3.56916e-08
internal_weight=0 2905 216 196 142 54 114 94 74 2883 2859 2839 2809 2786 2747 207 184 43 141 114 82 2540 60 2519 126 71 49 55 2393 2364
internal_count=3121 2905 216 196 142 54 114 94 74 2883 2859 2839 2809 2786 2747 207 184 43 141 114 82 2540 60 2519 126 71 49 55 2393 2364
is_linear=0
shrinkage=0.1


Tree=6364
num_leaves=31
num_cat=0
split_feature=390 12 1186 4 132 50 1185 15 15 52 52 4 3 133 13 40 13 0 130 42 4 12 133 43 448 42 130 42 39 33
split_gain=2.26821e-08 5.73937e-08 2.25167e-08 1.7894e-07 7.63791e-08 1.08348e-06 6.22986e-07 5.97685e-08 4.91621e-08 4.14191e-08 2.72206e-08 2.98794e-08 6.34894e-08 6.48508e-08 2.69302e-08 2.27135e-07 1.39767e-07 1.0002e-07 3.0521e-08 3.12334e-08 1.09122e-07 2.45445e-07 8.74384e-08 2.00289e-07 6.28093e-08 4.85469e-08 1.33835e-07 6.44163e-08 4.27446e-08 9.67031e-08
threshold=0.087590000000000015 0.088485000000000022 0.057025000000000006 -0.082349999999999993 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.092400000000000024 -0.013104999999999999 0.090645000000000017 0.08568000000000002 0.066685000000000008 -0.080104999999999996 -0.085499999999999979 0.24813000000000004 -0.24452499999999996 0.23074000000000003 -0.059114999999999994 -0.079354999999999981 -0.095859999999999987 -0.0083799999999999986 0.090285000000000018 -0.015929999999999996 -0.097804999999999989 0.053555000000000005 -0.092814999999999981 0.084975000000000009 -0.091729999999999992 -1.0000000180025095e-35 -0.009184999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 7 -6 9 -5 10 11 12 13 -1 15 -8 18 -16 -17 20 22 -22 -20 -24 25 26 -21 -27 -29 -30
right_child=1 -3 3 8 6 -7 14 -9 -10 -11 -12 -13 -14 -15 17 16 -18 -19 19 24 21 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=-4.5183167555054842e-06 -1.4136184091739779e-06 5.3678685281747328e-06 -7.8077954155257136e-06 -7.7892365707470917e-07 -1.7709929325064876e-05 2.3975468980097504e-05 1.0675265800728086e-05 -5.219370269079112e-06 5.4899594281530222e-06 4.1630586875643617e-06 -2.867802920213257e-06 -2.5278739062610631e-06 6.1978515645932937e-06 2.795809471670644e-06 3.3960787679953068e-07 2.8551465723132044e-06 -8.3496389288484367e-06 -7.3817332082873451e-06 -1.0300284492765449e-06 -9.0212331412788305e-06 3.6962466044220993e-06 -1.04993326940097e-05 -6.4984145595830072e-07 1.0963726284292837e-05 -5.400556189918214e-06 5.6762590506309604e-06 2.408916111562576e-06 4.0905920368459197e-06 -6.0165387838895655e-06 2.5760747717840054e-09
leaf_weight=22 24 26 30 29 20 20 20 24 22 22 36 26 20 27 62 38 20 23 28 21 29 21 27 33 22 20 20 25 27 2337
leaf_count=22 24 26 30 29 20 20 20 24 22 22 36 26 20 27 62 38 20 23 28 21 29 21 27 33 22 20 20 25 27 2337
internal_value=0 2.11275e-06 -3.4401e-08 -1.67955e-06 1.01665e-08 1.91323e-06 -1.24063e-07 -5.79674e-07 1.9253e-06 1.48121e-07 -5.26143e-07 3.61223e-07 1.44987e-06 -4.88084e-07 2.77298e-09 5.81896e-08 -2.13987e-08 -1.7497e-06 4.15034e-08 5.38516e-10 1.46465e-06 -2.2659e-06 3.58428e-06 5.73762e-06 -8.11958e-08 -3.34301e-08 -3.44555e-06 2.46425e-08 -2.26712e-08 -6.61702e-08
internal_weight=0 50 3071 81 2990 197 2793 177 51 153 131 95 69 49 2773 2688 2668 85 2648 2610 138 50 88 60 2472 2450 41 2409 2389 2364
internal_count=3121 50 3071 81 2990 197 2793 177 51 153 131 95 69 49 2773 2688 2668 85 2648 2610 138 50 88 60 2472 2450 41 2409 2389 2364
is_linear=0
shrinkage=0.1


Tree=6365
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1204 399 132 130 130 12 130 10 39 9 9 41 11 1186 130 130 394 1 13 16 12 50 133 0 157 1 157
split_gain=2.71916e-08 1.9016e-07 5.92645e-08 2.63222e-08 3.99467e-08 3.82376e-08 6.54547e-08 3.98108e-08 2.56746e-08 6.39665e-08 2.40879e-08 1.0162e-07 1.72367e-07 5.19178e-08 4.61153e-08 9.28145e-08 3.12511e-08 5.69749e-08 1.27e-07 7.81686e-08 6.68907e-08 7.11545e-08 6.05711e-08 4.02704e-08 2.86892e-08 2.49984e-07 2.78319e-07 7.50889e-08 4.54091e-08 4.31269e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.082884999999999986 0.088190000000000018 -0.41127499999999995 0.08610000000000001 0.10923000000000001 0.23631000000000002 -0.22461999999999996 0.0036750000000000007 0.089790000000000023 0.092235000000000011 0.088235000000000022 0.086565000000000017 0.081365000000000007 0.084720000000000004 -0.004729999999999999 -0.0089599999999999975 -0.0065099999999999993 0.10672000000000002 -0.012119999999999997 -0.084939999999999988 0.087625000000000022 -0.099524999999999988 0.090665000000000009 -0.067094999999999988 0.63604500000000008 0.11588000000000001 0.39282000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 -5 9 -3 13 12 -12 14 16 -16 17 18 20 -19 21 -11 -23 -18 25 26 -21 29 -28 -26
right_child=1 8 -4 5 -6 6 -8 -9 -10 10 11 -13 -14 -15 15 -17 23 19 -20 24 -22 22 -24 -25 27 -27 28 -29 -30 -31
leaf_value=-6.4795160188879936e-07 9.5630588995326051e-06 4.8836055948750417e-06 -5.3673806754821794e-06 3.3370936574195595e-06 4.6812433931170908e-06 -5.5517406188516521e-06 2.0559567253997102e-07 -2.1082887406009835e-06 -3.3152156269668769e-06 4.761191491655025e-06 9.1780418521617924e-06 -3.8817206238352655e-06 -1.946291772233403e-06 -4.1256722558882174e-06 6.1709362285000681e-06 -1.7660838510052532e-06 4.9470357538439208e-06 4.6133285208169485e-06 -8.716176526254078e-06 -9.3702274672727195e-06 -5.2591270614357205e-06 -4.5105321040258182e-06 1.8986006235254223e-06 -4.1622782795006489e-07 -1.4203659694593519e-07 8.5788797175676825e-06 6.6781108278930692e-06 -6.2544457887270265e-06 2.0189379483781526e-08 4.4104769629138033e-06
leaf_weight=39 21 27 28 29 22 39 40 25 23 28 30 23 26 31 34 26 28 36 24 29 25 30 29 28 2285 34 21 20 20 21
leaf_count=39 21 27 28 29 22 39 40 25 23 28 30 23 26 31 34 26 28 36 24 29 25 30 29 28 2285 34 21 20 20 21
internal_value=0 8.1679e-08 -1.06664e-06 -4.45919e-07 1.27405e-06 -1.23478e-06 -2.63663e-06 8.16083e-07 1.24958e-08 3.9304e-08 -6.94637e-09 1.71466e-06 4.01317e-06 -5.64214e-08 -1.00098e-08 2.73156e-06 -7.18963e-08 -1.22199e-07 -2.11478e-06 -1.23087e-08 -7.00191e-07 6.09848e-07 -1.36028e-06 2.2654e-06 -8.08367e-08 1.54413e-06 -1.87275e-06 -1.53492e-07 3.43034e-06 -1.00578e-07
internal_weight=0 2899 222 194 61 133 79 54 2878 2855 2828 79 56 2749 2718 60 2658 2602 136 2466 112 87 59 56 2430 104 70 2326 41 2306
internal_count=3121 2899 222 194 61 133 79 54 2878 2855 2828 79 56 2749 2718 60 2658 2602 136 2466 112 87 59 56 2430 104 70 2326 41 2306
is_linear=0
shrinkage=0.1


Tree=6366
num_leaves=31
num_cat=0
split_feature=130 12 9 10 2 9 16 150 16 147 448 150 150 34 11 1 44 1429 156 11 16 3 3 11 11 4 13 51 159 150
split_gain=2.68208e-08 5.43224e-08 2.43453e-08 5.64116e-08 1.2535e-07 5.86774e-08 3.37913e-08 2.58943e-08 1.53856e-07 5.53246e-08 7.41961e-08 5.28977e-08 6.51352e-08 2.74007e-08 3.14746e-08 3.46662e-08 3.30326e-08 5.34523e-08 7.28811e-08 4.13077e-08 1.16955e-07 6.7691e-08 2.2439e-07 7.11845e-08 7.09396e-08 6.52327e-08 4.32165e-08 1.96643e-07 6.37696e-08 5.68243e-08
threshold=-0.23647499999999996 0.23631000000000002 0.092410000000000006 0.053330000000000009 -0.15339499999999998 0.086220000000000005 -0.40995499999999996 0.12765500000000005 -0.071854999999999988 0.097985000000000017 1.0000000180025095e-35 0.11989500000000002 0.11386500000000001 -0.085644999999999985 -1.0000000180025095e-35 0.15618500000000002 0.084760000000000016 -0.23752499999999996 0.32523500000000005 0.092630000000000018 0.41221000000000008 -0.16726499999999997 -0.24190499999999995 0.081365000000000007 0.077290000000000011 -0.35136499999999998 -0.15416999999999995 0.067785000000000012 0.086110000000000006 0.10980500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -4 9 -9 10 11 12 13 -2 -15 16 17 -16 19 21 -21 22 25 24 26 -19 27 28 -23 -28
right_child=1 -3 6 4 -6 -7 -8 8 -10 -11 -12 -13 -14 14 15 -17 -18 18 -20 20 -22 23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-3.6502698094409426e-06 3.5248916511981022e-06 4.9749866320780715e-06 -1.979004520892756e-08 1.934486690515769e-06 -9.1273946444354297e-06 4.9279930280476954e-06 5.3620252893438194e-06 8.5496782172743816e-06 -2.3849193989771005e-06 -3.8670838004637322e-06 5.6306405341551322e-06 -4.7468876071358563e-06 5.5162978415388528e-06 -4.0536544474889526e-06 -5.2284697653703917e-06 -3.7065694501647023e-06 2.9713537906496238e-06 -4.8394526953206181e-06 5.9745599446614505e-06 6.5885302024685801e-07 -8.6847006990692104e-06 -1.4372026324357042e-06 9.470813338632598e-06 -4.8773282175730975e-06 4.6223614155849198e-06 2.756982614187109e-06 1.8768594071998009e-08 -8.3595034111032668e-06 4.7101065311599758e-06 -5.2063735622487874e-06
leaf_weight=20 21 22 28 20 21 24 20 22 31 38 23 24 21 20 20 26 36 26 20 37 21 45 31 31 32 20 2339 34 27 21
leaf_count=20 21 22 28 20 21 24 20 22 31 38 23 24 21 20 20 26 36 26 20 37 21 45 31 31 32 20 2339 34 27 21
internal_value=0 2.35384e-08 -1.18406e-08 -4.72265e-08 -3.73135e-06 3.29164e-09 2.22263e-06 -3.65576e-08 2.15397e-06 -7.64127e-08 -2.63099e-08 -7.19305e-08 -3.22562e-08 -7.37666e-08 -1.00892e-07 -7.23111e-08 -3.78254e-08 -7.78884e-08 -3.95085e-08 -8.46592e-08 -2.72416e-06 -2.59137e-08 2.89492e-06 -1.14844e-07 -5.57418e-08 -1.53665e-06 -1.16447e-07 -2.09174e-06 8.68038e-07 -2.77263e-08
internal_weight=0 3101 3079 3031 41 2990 48 2966 53 2913 2875 2852 2828 2807 2786 2766 2740 2704 2684 2664 58 2606 77 2529 2498 46 2466 106 72 2360
internal_count=3121 3101 3079 3031 41 2990 48 2966 53 2913 2875 2852 2828 2807 2786 2766 2740 2704 2684 2664 58 2606 77 2529 2498 46 2466 106 72 2360
is_linear=0
shrinkage=0.1


Tree=6367
num_leaves=31
num_cat=0
split_feature=12 130 472 1429 472 481 471 474 156 156 475 1429 157 160 157 133 1371 160 1373 150 150 1375 457 448 150 150 447 147 1429 474
split_gain=2.74783e-08 5.88159e-08 2.46134e-08 4.64403e-08 2.71267e-08 1.03624e-07 8.45616e-08 2.48532e-08 2.70455e-08 5.36727e-08 3.45435e-08 3.18141e-08 2.71694e-08 2.01548e-07 1.48691e-07 1.46422e-07 8.65167e-08 1.83485e-07 7.10214e-08 3.6484e-07 7.0395e-08 6.80211e-08 5.05289e-08 7.25136e-08 9.11662e-08 5.22063e-08 5.13664e-08 5.88785e-08 5.17489e-08 7.27366e-08
threshold=0.23631000000000002 -0.22461999999999996 -0.38234499999999999 -0.23587499999999997 -0.072204999999999978 -0.081334999999999977 0.087850000000000011 -0.42010499999999995 -0.065739999999999979 -0.0011799999999999998 0.058495000000000012 0.11699500000000002 -0.087424999999999989 -0.082179999999999989 -0.086394999999999986 0.085355000000000014 0.083235000000000017 -0.080934999999999993 1.0000000180025095e-35 0.090480000000000019 -0.075789999999999982 -0.42089999999999994 0.11612500000000002 0.030280000000000001 0.12068000000000002 0.11656000000000001 0.089635000000000006 0.090115000000000015 0.091545000000000015 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -6 -9 -10 11 12 13 15 -14 -11 18 -18 21 20 -20 -16 23 24 25 26 27 28 29 -23
right_child=-2 2 3 4 7 6 -8 8 9 10 -12 -13 14 -15 16 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.6724834141463774e-06 -3.4436913270126201e-06 -3.2051810042806516e-06 4.4863369628669515e-06 4.5125028339585008e-06 3.54281660520428e-06 -7.5405407672709169e-06 -6.5535909615474261e-07 2.6212577804238743e-06 -4.9502974103564734e-06 -2.8307911979178849e-06 3.1302649810121306e-06 -4.0049638528216748e-06 7.5781931610226122e-06 -8.5088368434988877e-06 -5.4455458034088069e-06 7.6485342709986533e-06 -1.1434028179451163e-05 1.9494078171213741e-06 1.7294430346650881e-06 1.3421355972399317e-05 -6.5602479548942944e-06 3.4077005327764037e-08 4.4030476339265502e-06 -5.2818472095868164e-06 5.3299174965104614e-06 -4.7841366603793378e-06 4.6060457835987263e-06 -4.521947445529553e-06 4.731662040838906e-06 -4.4953655686994254e-06
leaf_weight=27 23 24 23 21 20 30 44 39 22 30 35 20 26 29 23 24 20 21 21 23 20 2337 26 26 32 23 24 29 23 36
leaf_count=27 23 24 23 21 20 30 44 39 22 30 35 20 26 29 23 24 20 21 21 23 20 2337 26 26 32 23 24 29 23 36
internal_value=0 2.55696e-08 -1.52857e-08 9.83985e-09 -2.42076e-08 -1.68726e-06 -3.44665e-06 2.97322e-08 5.57903e-09 -2.9965e-08 8.04315e-09 -3.08043e-08 -2.34626e-09 -1.78452e-06 5.22369e-08 1.82669e-06 -2.06673e-08 -4.5791e-06 5.00462e-08 3.3407e-06 -2.31431e-06 -3.1614e-08 1.71029e-08 -2.797e-08 2.6583e-08 -4.20686e-08 2.46699e-09 -4.30942e-08 1.11156e-08 -3.46377e-08
internal_weight=0 3098 3071 3047 3024 95 74 2929 2909 2870 2848 2813 2793 83 2710 54 2684 41 2643 64 41 2579 2556 2530 2504 2472 2449 2425 2396 2373
internal_count=3121 3098 3071 3047 3024 95 74 2929 2909 2870 2848 2813 2793 83 2710 54 2684 41 2643 64 41 2579 2556 2530 2504 2472 2449 2425 2396 2373
is_linear=0
shrinkage=0.1


Tree=6368
num_leaves=31
num_cat=0
split_feature=130 12 1429 133 1429 456 1455 481 1419 2 1429 160 3 2 1420 52 155 1 123 47 47 47 0 1 47 1 52 3 9 3
split_gain=2.77342e-08 5.10059e-08 2.37217e-08 1.11628e-07 1.77924e-07 4.29019e-07 9.29784e-08 1.44607e-07 1.465e-07 7.80313e-08 2.2042e-07 9.55352e-08 8.30523e-08 6.24207e-08 4.90684e-08 5.59253e-08 6.15496e-08 1.44785e-07 3.92607e-08 3.7001e-08 2.34358e-07 7.29643e-08 3.87856e-08 3.8097e-08 1.5454e-07 1.10423e-07 9.90012e-08 3.96999e-08 3.79862e-08 9.12256e-08
threshold=-0.23647499999999996 0.23631000000000002 0.032755000000000006 0.091250000000000012 0.083780000000000007 0.041000000000000002 0.078065000000000009 -0.081334999999999977 0.087255000000000013 0.087505000000000013 0.084690000000000015 -0.079874999999999988 -0.087319999999999995 0.10912000000000001 -0.08341999999999998 -0.56368999999999991 0.11245500000000001 0.10389500000000002 0.11679000000000002 0.092165000000000011 0.09585500000000001 0.088915000000000008 -0.019414999999999998 0.099990000000000009 0.107145 0.111945 0.096795000000000006 -0.078934999999999991 0.089995000000000006 -0.014944999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 5 -4 7 -6 9 12 -11 -12 -9 -13 -2 -16 18 -18 19 21 -21 28 23 26 -25 -26 27 -22 -17 -30
right_child=1 -3 3 -5 6 -7 -8 8 -10 10 11 13 -14 -15 15 16 17 -19 -20 20 22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-3.7119102489668876e-06 4.6812262513887388e-06 4.8218576384070648e-06 -1.6809122753181288e-05 4.298647398762704e-06 8.372185914140574e-06 2.9601552644938541e-06 -6.1621073145943231e-06 9.5775422542593098e-07 -7.8630953031696062e-06 1.151981887232978e-05 -5.341862624845817e-06 -3.5092694489345052e-07 -7.3193919051432616e-06 6.4114283607826412e-06 -4.1803293140307488e-06 -1.2575660338618451e-08 8.1708501863886343e-06 -1.6537627501141592e-06 3.3469150341401494e-06 -1.0143133401750395e-05 -1.032626165705811e-06 5.0100168285401503e-06 -4.235490612038782e-06 8.5502313008115994e-06 -6.4693209887855616e-06 1.2774568536206457e-06 -7.6036867699258438e-06 3.7561334782209168e-06 6.8193178444394466e-06 -2.0422562859797228e-06
leaf_weight=20 23 22 23 37 20 21 25 27 24 20 25 39 22 21 31 2249 30 30 35 26 70 30 22 24 23 92 20 23 26 21
leaf_count=20 23 22 23 37 20 21 25 27 24 20 25 39 22 21 31 2249 30 30 35 26 70 30 22 24 23 92 20 23 26 21
internal_value=0 2.39378e-08 -1.03442e-08 -8.48959e-07 -1.5623e-06 -7.37379e-06 -4.15636e-07 3.09928e-07 -5.95943e-07 5.366e-07 2.07432e-06 -1.4815e-07 -2.75852e-06 2.0159e-06 8.15257e-08 4.30834e-08 9.12002e-08 3.25854e-06 1.97832e-08 -2.45616e-08 -1.06977e-06 1.10246e-07 -2.08796e-07 1.42741e-07 1.25135e-06 -2.71899e-07 -1.22094e-06 1.51691e-07 4.62248e-08 2.85989e-06
internal_weight=0 3101 3079 304 267 44 223 198 178 154 105 85 49 60 2775 2752 2721 60 2661 2626 300 2326 274 252 139 115 113 93 2296 47
internal_count=3121 3101 3079 304 267 44 223 198 178 154 105 85 49 60 2775 2752 2721 60 2661 2626 300 2326 274 252 139 115 113 93 2296 47
is_linear=0
shrinkage=0.1


Tree=6369
num_leaves=31
num_cat=0
split_feature=12 130 421 9 12 9 34 11 149 41 41 1365 41 41 147 147 13 3 52 48 0 0 13 15 15 13 151 12 151 52
split_gain=2.91092e-08 5.34059e-08 2.29154e-08 6.77418e-08 1.07143e-07 4.50826e-08 5.64828e-08 8.78049e-08 3.3003e-08 3.17957e-08 7.97787e-08 3.03624e-08 2.75996e-08 5.16553e-08 3.96543e-08 7.27115e-08 3.15938e-08 1.48482e-07 8.614e-08 8.40782e-08 7.16135e-08 1.21722e-07 6.08894e-08 1.76125e-07 1.29567e-07 9.15374e-08 4.05858e-08 1.13668e-07 4.22911e-08 4.72063e-08
threshold=0.23631000000000002 -0.22461999999999996 -1.0000000180025095e-35 0.092890000000000014 -0.015429999999999998 0.088235000000000022 -0.08786999999999999 -1.0000000180025095e-35 0.091325000000000003 0.086565000000000017 0.091290000000000024 0.088010000000000019 0.07882500000000002 0.076195000000000013 0.099230000000000013 0.093875000000000014 -0.13710499999999998 0.048265000000000009 0.11434500000000002 0.091635000000000008 -0.075934999999999989 -0.13027499999999997 -0.097224999999999992 0.084840000000000013 -0.11033999999999998 -0.094514999999999988 0.099460000000000007 0.088485000000000022 0.057610000000000008 0.088005000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4 -8 9 11 -11 12 13 14 15 16 17 -9 19 20 21 -19 23 24 -18 -24 28 -28 29 -27
right_child=-2 2 3 4 -6 -7 7 8 -10 10 -12 -13 -14 -15 -16 -17 22 18 -20 -21 -22 -23 25 -25 -26 26 27 -29 -30 -31
leaf_value=4.4543738854203927e-06 -3.5444053300243869e-06 -3.3864846085229774e-06 4.4608954762484899e-06 -9.4191095145322928e-07 9.2851211002198416e-06 -4.1915260226232936e-06 -6.345685639272151e-06 -9.2536721911615356e-06 -2.8217788517727836e-06 7.2971160036450746e-06 5.1768029359002623e-08 3.681415906633199e-06 -2.7247810210514888e-06 4.7080004086954279e-06 3.9959580599694766e-06 -5.8123939032322438e-06 8.9523588853591634e-07 -6.0085105133111945e-06 5.3630610330440939e-06 2.8690262972245806e-06 -8.1052546027587429e-06 4.4164673492256648e-06 -4.9766335622906986e-06 -4.1255022339377642e-06 1.1650912820944844e-05 3.0592057293701271e-07 6.8835820754962884e-06 -2.915895902333432e-06 -3.5252009678622604e-06 -6.9070247195194653e-07
leaf_weight=27 23 20 28 21 20 26 22 21 41 21 55 22 38 23 24 22 21 24 23 31 22 21 37 23 24 1698 29 20 34 660
leaf_count=27 23 20 28 21 20 26 22 21 41 21 55 22 38 23 24 22 21 24 23 31 22 21 37 23 24 1698 29 20 34 660
internal_value=0 2.63286e-08 -1.26024e-08 9.51417e-09 4.04689e-06 -4.54799e-08 -9.35486e-09 -5.16982e-08 -4.50405e-09 3.54228e-08 2.05377e-06 -1.90304e-08 -4.81573e-08 -1.12652e-08 -5.09664e-08 -8.68063e-08 -3.99451e-08 -1.49163e-06 -1.44494e-07 -1.43708e-06 -3.42946e-06 -1.14352e-06 4.10206e-08 2.99317e-06 6.6316e-06 -3.99906e-08 3.48376e-08 2.8838e-06 -2.35231e-08 2.69676e-08
internal_weight=0 3098 3071 3051 41 3010 2984 2956 2934 2893 76 2817 2795 2757 2734 2710 2688 142 121 98 67 45 2546 68 45 2478 2441 49 2392 2358
internal_count=3121 3098 3071 3051 41 3010 2984 2956 2934 2893 76 2817 2795 2757 2734 2710 2688 142 121 98 67 45 2546 68 45 2478 2441 49 2392 2358
is_linear=0
shrinkage=0.1


Tree=6370
num_leaves=31
num_cat=0
split_feature=130 10 48 40 2 45 132 1185 1203 1 10 10 42 1 1 1 1374 1447 481 0 158 1 402 1 43 402 484 403 15 3
split_gain=2.82484e-08 4.90426e-08 7.94426e-08 6.29752e-08 3.42047e-08 4.56597e-08 2.3173e-08 1.52973e-07 5.1422e-08 2.75627e-08 6.43911e-07 4.36887e-07 4.67855e-07 2.33303e-07 2.40836e-07 1.60949e-07 9.18519e-08 8.42939e-08 1.03296e-07 6.75546e-08 5.70345e-08 5.72729e-08 6.49941e-08 1.57847e-07 5.04033e-07 1.53068e-07 1.15477e-07 3.33119e-07 1.15096e-07 1.33025e-07
threshold=-0.23647499999999996 -0.38124499999999995 0.086665000000000006 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.09253500000000002 -0.0026549999999999994 -0.013164999999999998 0.086035000000000014 0.093400000000000025 0.094090000000000021 0.094715000000000008 -1.0000000180025095e-35 0.059120000000000013 -0.16223499999999996 -0.23051499999999997 -0.46976499999999993 0.091615000000000016 0.081585000000000019 0.090405000000000013 -0.041739999999999992 0.020685000000000005 -0.081614999999999979 -0.34918499999999997 0.093115000000000017 -0.078724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 8 -8 -7 10 -9 12 -11 -13 -15 -16 -17 18 -12 -20 -21 22 23 25 -25 -22 -24 -28 29 -29
right_child=1 3 -4 4 -6 6 7 9 -10 11 17 13 -14 14 15 16 -18 -19 19 20 21 -23 26 24 -26 -27 27 28 -30 -31
leaf_value=-3.7461628608070896e-06 7.9703234223416069e-06 -5.4791978809156544e-06 -8.359857063277604e-07 -4.7743504387653963e-06 4.0377004633488209e-06 -3.9575208977781224e-07 8.6000730377799348e-06 -1.8031180607067656e-05 -5.0580956128585438e-06 2.1520016207432491e-05 -6.7455411187003611e-06 -8.2330407139758772e-06 -1.0994578587997239e-07 1.0212632438803364e-05 -8.1985468015140526e-06 6.9793658258276991e-06 1.1177307321877122e-07 4.8000774066241866e-06 4.4815478325042269e-06 4.6573803847422826e-06 -1.4933089898377602e-07 4.2536353421069336e-06 -3.9604439799355485e-06 3.1748845943552779e-06 -1.620080954671721e-05 -8.3753792395050968e-06 1.2952260076417588e-05 -9.3669129341833468e-08 -5.6370651718680171e-06 6.0400293802688669e-06
leaf_weight=20 20 21 21 20 21 191 21 20 27 20 23 33 20 24 23 20 742 36 33 25 1371 29 37 29 25 23 25 127 25 49
leaf_count=20 20 21 21 20 21 191 21 20 27 20 23 33 20 24 23 20 742 36 33 25 1371 29 37 29 25 23 25 127 25 49
internal_value=0 2.4158e-08 3.45977e-06 -2.18748e-08 1.58362e-08 -1.21489e-08 1.96203e-08 9.74744e-08 -9.73198e-07 3.27573e-08 -1.83907e-07 4.93844e-07 1.0705e-05 8.75201e-09 3.44944e-07 4.32565e-08 2.92025e-07 8.30926e-09 -8.64209e-08 -1.23751e-09 -8.50516e-08 -1.5319e-07 -2.27882e-07 -4.90549e-07 -5.79534e-06 -2.85055e-07 1.21828e-06 2.06613e-06 7.12133e-07 1.61401e-06
internal_weight=0 3101 41 3060 3039 3018 2998 2780 218 2759 1877 882 40 842 809 785 762 1857 1821 1798 1765 1740 1711 1448 54 1394 263 226 201 176
internal_count=3121 3101 41 3060 3039 3018 2998 2780 218 2759 1877 882 40 842 809 785 762 1857 1821 1798 1765 1740 1711 1448 54 1394 263 226 201 176
is_linear=0
shrinkage=0.1


Tree=6371
num_leaves=31
num_cat=0
split_feature=33 34 1429 156 1426 1428 1419 12 47 471 1455 1456 158 13 159 484 159 50 484 15 130 2 11 157 2 42 49 157 157 157
split_gain=2.46744e-08 3.03214e-08 2.42823e-08 6.28175e-08 2.80208e-08 2.81872e-08 2.53663e-08 7.06597e-08 7.0847e-08 2.7854e-08 2.98857e-08 7.26703e-08 5.88371e-08 1.39726e-07 4.4159e-08 9.92847e-08 4.8689e-08 4.51592e-08 4.42227e-08 3.92348e-07 2.57329e-07 1.19191e-07 4.41505e-08 3.97895e-08 1.11471e-07 1.86755e-07 1.10103e-07 1.02094e-07 7.15255e-08 4.82178e-08
threshold=-0.0066799999999999993 -0.112215 -0.23752499999999996 0.32523500000000005 -0.085619999999999988 0.092095000000000024 0.087610000000000007 0.099100000000000008 0.08265500000000002 0.089900000000000022 -0.097209999999999977 -0.15824499999999997 -0.4686749999999999 -0.078279999999999975 -0.45371999999999996 0.0038100000000000005 -0.41538999999999998 0.13767000000000004 0.10126500000000001 -0.067579999999999987 -0.23123999999999997 0.31358000000000003 -0.014494999999999999 -0.087624999999999981 0.087470000000000006 0.084695000000000006 0.0093850000000000027 -0.086284999999999987 -0.083699999999999983 -0.081364999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 9 8 -8 10 11 -6 13 -12 15 -14 -16 18 20 -20 -18 22 -22 24 25 -24 -26 -25 -29 -30
right_child=1 2 3 -5 5 -7 7 -9 -10 -11 12 -13 14 -15 16 -17 17 -19 19 -21 21 -23 23 27 26 -27 -28 28 29 -31
leaf_value=2.6791942272051103e-06 -3.7287314223083905e-06 -3.3132753285061966e-06 -3.7466255980689313e-06 5.606874969998899e-06 6.8922072093682214e-07 3.0086610457425609e-06 3.6384972505542327e-06 -6.9232324699441969e-06 -4.278086653357605e-06 2.8670376877926177e-06 -2.4105103216243151e-06 -6.929633738244385e-06 -8.3058014593007107e-06 9.0181038360795991e-06 4.416001676872839e-06 1.6583701869876679e-06 1.1114730105397203e-05 -4.1649865666980853e-06 -9.7695126012493153e-06 5.0994115918001624e-06 4.7499540880835417e-06 -6.6091438906436524e-06 -2.3406097773204236e-07 -5.4089274254108337e-06 2.6508031274019575e-06 1.2557835920493485e-05 -6.5390667176953599e-06 4.2787665358026483e-06 -3.0503449305176502e-06 2.8681369597198342e-08
leaf_weight=34 22 22 20 20 31 31 26 20 20 34 20 21 20 23 25 20 21 26 36 35 20 27 25 35 32 21 22 39 52 2321
leaf_count=34 22 22 20 20 31 31 26 20 20 34 20 21 20 23 25 20 21 26 36 35 20 27 25 35 32 21 22 39 52 2321
internal_value=0 -2.9513e-08 -2.96071e-09 2.09719e-08 -1.59841e-08 8.86197e-09 -2.2428e-08 -1.96099e-06 1.96504e-07 2.16e-08 -1.20856e-08 -2.38762e-06 3.17187e-08 3.70247e-06 -2.51205e-08 -3.32372e-06 2.3087e-08 -1.74082e-08 2.27397e-08 -2.43976e-06 8.95991e-08 3.44031e-10 6.98634e-08 3.31136e-08 1.98829e-06 5.60572e-06 -1.09322e-06 -4.67875e-08 3.10213e-08 -3.87899e-08
internal_weight=0 3087 3065 3043 3023 3003 2972 66 46 2906 2872 52 2820 43 2777 40 2737 2712 2686 71 2615 2594 2567 2547 100 46 54 2447 2412 2373
internal_count=3121 3087 3065 3043 3023 3003 2972 66 46 2906 2872 52 2820 43 2777 40 2737 2712 2686 71 2615 2594 2567 2547 100 46 54 2447 2412 2373
is_linear=0
shrinkage=0.1


Tree=6372
num_leaves=31
num_cat=0
split_feature=130 12 472 1429 12 12 0 1428 132 12 393 12 15 52 480 128 42 0 0 52 3 3 42 52 1 4 132 51 132 130
split_gain=3.72943e-08 5.63189e-08 2.64682e-08 4.01712e-08 2.72387e-08 2.42638e-07 3.5158e-07 7.09762e-08 5.01358e-08 8.50122e-07 3.49091e-07 9.56047e-08 4.42607e-08 1.89253e-07 9.14564e-08 4.40216e-08 3.90921e-08 4.24931e-08 1.63372e-07 7.28459e-08 4.61455e-08 1.08081e-07 7.15365e-08 5.94374e-08 3.83503e-08 5.3673e-08 3.76495e-08 7.67399e-08 5.38193e-08 4.7692e-08
threshold=-0.23647499999999996 0.23631000000000002 -0.38234499999999999 -0.23587499999999997 0.099815000000000015 0.10193000000000001 -0.074479999999999977 0.094820000000000015 -0.083284999999999984 0.091475000000000015 0.11170000000000001 0.089210000000000025 0.12044500000000001 0.19022000000000003 0.11747 0.10979500000000002 -0.11466499999999999 -0.075684999999999988 -0.068189999999999987 0.089575000000000016 -0.13309499999999996 -0.068334999999999993 0.10306000000000001 0.10263500000000002 0.099195000000000019 1.0000000180025095e-35 0.087955000000000019 -0.069944999999999993 0.090050000000000005 0.089120000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 6 -6 8 9 11 12 -5 14 -14 26 16 -7 19 -19 24 -20 -22 -23 -24 25 -18 -10 -28 -29 -30
right_child=1 -3 3 4 5 15 -8 -9 10 -11 -12 -13 13 -15 -16 -17 17 18 20 -21 21 22 23 -25 -26 -27 27 28 29 -31
leaf_value=-4.3043815185228598e-06 -3.3162007468945376e-06 5.069373487871913e-06 4.1811652324766966e-06 4.5165818513786307e-08 2.078257905494589e-06 4.4106262540329533e-06 -1.4477577435862823e-05 5.7605814638670633e-06 1.7126327184727723e-07 2.1031750110296345e-05 -1.2890489164246468e-05 -7.460732211406196e-06 -1.5689526440926386e-06 9.4700788376940185e-06 -6.7466326777321234e-06 -3.1592164102928817e-06 -9.5371813889263044e-07 7.5084176208320336e-06 2.9689166435023905e-06 -5.7618079641283011e-06 -5.7505251240917874e-06 5.1568723585240572e-06 1.1025613162018999e-06 -5.5741198411851656e-06 -3.6099658109378654e-06 5.230558465131174e-06 -6.3135999810653569e-06 -5.4176059654764687e-06 8.1382263512555908e-07 -3.7764136984016523e-06
leaf_weight=20 24 22 23 112 23 24 29 22 2129 20 21 20 41 25 20 36 36 33 35 28 36 26 40 20 20 23 26 20 140 27
leaf_count=20 24 22 23 112 23 24 29 22 2129 20 21 20 41 25 20 36 36 33 35 28 36 26 40 20 20 23 26 20 140 27
internal_value=0 2.77575e-08 -8.26578e-09 1.77213e-08 -1.38616e-08 -7.72904e-07 -7.1548e-06 1.04495e-07 5.66539e-08 1.81894e-06 -5.27245e-08 -1.09209e-06 5.83106e-08 2.6125e-06 -1.30596e-08 1.56672e-07 5.28548e-07 2.14844e-07 1.11247e-06 -1.37907e-06 -2.31899e-07 -1.15017e-06 7.75567e-07 -1.123e-06 1.743e-07 1.4571e-06 4.44431e-08 -1.22316e-06 -5.15402e-07 7.16886e-08
internal_weight=0 3101 3079 3055 3032 409 52 2623 2601 152 2449 132 2428 66 2362 357 321 297 190 107 157 122 86 60 79 59 2342 213 187 167
internal_count=3121 3101 3079 3055 3032 409 52 2623 2601 152 2449 132 2428 66 2362 357 321 297 190 107 157 122 86 60 79 59 2342 213 187 167
is_linear=0
shrinkage=0.1


Tree=6373
num_leaves=31
num_cat=0
split_feature=130 10 0 40 2 45 132 393 1203 124 47 10 10 0 47 47 47 47 47 50 133 0 1428 1456 159 157 157 151 3 52
split_gain=3.02086e-08 5.02282e-08 7.61721e-08 5.75615e-08 2.89126e-08 4.38334e-08 2.36158e-08 1.1328e-07 5.33932e-08 2.52397e-08 3.4379e-08 2.34407e-07 5.59197e-07 1.44843e-07 6.48281e-07 2.05144e-07 8.09266e-08 5.73965e-08 4.40816e-08 3.6856e-08 1.83191e-07 3.07187e-07 6.13234e-08 4.53965e-08 4.22254e-08 4.13013e-08 8.5631e-08 9.14069e-08 8.53213e-08 1.07178e-07
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 -0.083449999999999983 0.12679500000000002 0.089165000000000008 0.096090000000000023 0.094160000000000008 -0.011559999999999999 -0.084119999999999986 -0.10151999999999999 0.10305500000000002 0.097970000000000015 0.091210000000000013 0.087885000000000019 0.13206500000000002 -0.099524999999999988 0.090665000000000009 -0.067094999999999988 -0.020064999999999996 0.10959500000000001 0.13810000000000003 -0.087624999999999981 -0.086284999999999987 -0.27559499999999998 -0.082234999999999989 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 8 9 -7 10 11 12 -8 14 -12 -15 17 19 -17 20 21 -13 -21 24 25 28 -27 -28 29 -24
right_child=1 3 -4 4 -6 6 7 -9 -10 -11 13 16 -14 15 -16 18 -18 -19 -20 22 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-3.8739428055123427e-06 -7.0451406351085539e-07 -5.239071504634229e-06 7.9186201810443906e-06 -4.6772567066000199e-06 3.7121354753686495e-06 -4.7135489142715057e-07 1.6544120963742664e-06 7.2446114803493733e-06 -5.7836803448264535e-06 -2.7517515237551748e-06 2.031400819479501e-05 -1.0342504800643259e-05 -1.9792836963006269e-05 -9.7090311187674255e-06 -2.7424365039398536e-07 -2.323062429828345e-08 6.429492946153914e-06 -4.0374882420270731e-06 3.9800673038946437e-06 -3.9042244936400753e-06 8.2161970241149021e-06 5.7129971607467341e-06 7.7790770008409464e-06 -3.5856498746425409e-06 3.9416369347612819e-06 -4.9812746243226098e-06 5.4675917145951035e-06 -4.861860298687171e-09 -8.1551542689731866e-07 -9.9144651709469724e-07
leaf_weight=20 21 21 20 20 21 191 31 22 21 32 20 22 20 21 65 144 20 34 34 39 31 26 38 33 29 34 31 1980 58 22
leaf_count=20 21 21 20 20 21 191 31 22 21 32 20 22 20 21 65 144 20 34 34 39 31 26 38 33 29 34 31 1980 58 22
internal_value=0 2.49962e-08 3.50189e-06 -2.15897e-08 1.4464e-08 -1.12654e-08 1.9862e-08 9.72837e-08 -9.97576e-07 4.03947e-08 7.30992e-08 -4.77266e-08 -6.75627e-06 1.11458e-06 4.57005e-06 -3.6137e-07 9.50084e-08 4.17103e-08 7.41444e-07 1.00905e-07 2.22411e-06 -1.64577e-06 2.68176e-08 9.57212e-08 1.51143e-07 1.00323e-07 -4.64278e-09 7.94972e-08 1.91943e-06 4.56322e-06
internal_weight=0 3101 41 3060 3039 3018 2998 2786 212 2764 2732 2448 51 284 85 199 2397 2377 178 2343 79 48 2264 2225 2192 2163 2045 2011 118 60
internal_count=3121 3101 41 3060 3039 3018 2998 2786 212 2764 2732 2448 51 284 85 199 2397 2377 178 2343 79 48 2264 2225 2192 2163 2045 2011 118 60
is_linear=0
shrinkage=0.1


Tree=6374
num_leaves=31
num_cat=0
split_feature=1429 156 472 13 0 49 474 130 12 132 1203 393 50 1446 1446 1446 15 1446 160 1447 1447 3 1456 15 480 3 160 2 2 3
split_gain=2.53041e-08 5.28164e-08 2.68684e-08 1.61543e-07 2.96889e-07 9.82198e-08 2.66164e-08 2.47591e-08 5.1856e-08 2.47903e-08 6.8582e-07 3.23498e-07 1.25937e-07 2.56768e-08 4.08556e-08 4.42632e-08 3.63755e-08 2.89473e-08 4.13258e-08 4.5669e-08 2.32498e-07 2.11955e-07 3.14112e-07 1.5586e-07 1.17555e-07 1.01665e-07 8.26695e-08 4.31418e-08 1.75183e-07 1.99607e-07
threshold=-0.23752499999999996 0.32523500000000005 -0.072204999999999978 0.095120000000000024 -0.066689999999999985 0.08610000000000001 -0.42010499999999995 -0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.089480000000000018 0.12679500000000002 0.090390000000000012 0.11787500000000002 0.111445 0.096495000000000011 0.096455000000000013 0.091180000000000011 -0.57146499999999989 -0.085709999999999995 -0.082824999999999982 -0.085784999999999986 0.085755000000000012 0.085730000000000015 0.11471500000000003 -0.079979999999999982 -0.53908999999999996 0.08622500000000001 0.085485000000000019 -0.083784999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -4 -8 9 10 12 13 -9 14 15 17 -17 18 -11 21 23 -20 25 -21 26 -23 -22 28 -28 -30
right_child=1 -3 6 -5 -6 -7 7 8 -10 11 -12 -13 -14 -15 -16 16 -18 -19 19 20 24 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-3.3794570340846391e-06 -3.5252193650675886e-06 5.1462818919389977e-06 3.6803502774773733e-06 5.9272131062987846e-06 -1.4271903119151831e-05 4.936010667654995e-06 -3.4865482166424042e-06 6.3553878770312497e-08 4.8806501870951095e-06 4.4283677587892661e-06 1.8200087530810076e-05 -1.2744975624627841e-05 -8.1475276082138797e-06 3.5033602508909624e-06 -4.1144049458097241e-06 3.0772941034315628e-07 6.1935884981981615e-06 -3.4786998365158677e-06 1.0007651153500774e-05 -1.0937277284028825e-06 -5.449953558971694e-06 9.3799406090511184e-06 -1.0530316936555292e-05 -1.329107157785488e-05 6.9855041947638103e-06 -4.711634129638366e-07 1.4328718455768634e-07 -3.2528180278154606e-07 1.0466376044051787e-06 1.168557486505898e-05
leaf_weight=22 34 20 20 22 20 23 20 169 22 21 21 20 21 21 24 21 21 24 25 20 28 20 22 22 24 22 851 1447 45 29
leaf_count=22 34 20 20 22 20 23 20 169 22 21 21 20 21 21 24 21 21 24 25 20 28 20 22 22 24 22 851 1447 45 29
internal_value=0 2.40011e-08 -9.27124e-09 -1.62999e-06 -3.78919e-06 -1.11039e-07 4.45713e-08 2.00052e-08 4.38593e-08 7.39276e-09 1.0514e-06 -7.39831e-08 -8.43987e-07 2.03302e-08 -7.10553e-09 3.02053e-08 3.25066e-06 -2.18174e-08 1.03896e-08 -2.59226e-08 -1.06241e-07 2.19952e-06 -8.50527e-07 -7.48281e-06 2.15711e-08 4.21984e-06 -4.80682e-08 1.56977e-08 5.491e-07 5.21595e-06
internal_weight=0 3099 3079 99 77 57 2980 2960 2940 2918 211 2707 190 2687 2666 2642 42 2600 2576 2555 2466 89 64 42 2424 42 2400 2372 925 74
internal_count=3121 3099 3079 99 77 57 2980 2960 2940 2918 211 2707 190 2687 2666 2642 42 2600 2576 2555 2466 89 64 42 2424 42 2400 2372 925 74
is_linear=0
shrinkage=0.1


Tree=6375
num_leaves=31
num_cat=0
split_feature=472 474 12 130 393 132 4 473 1204 402 133 402 133 0 394 391 394 394 128 16 1185 403 42 1210 16 1208 133 403 403 12
split_gain=3.20157e-08 3.96428e-08 2.6279e-08 5.00298e-08 2.61027e-08 3.64978e-07 7.11717e-07 2.3682e-08 2.36912e-08 2.72457e-08 6.14079e-08 2.22244e-07 8.76351e-08 4.91481e-08 2.47746e-08 3.48978e-08 2.81972e-08 3.90575e-08 2.79558e-08 1.16331e-07 9.87196e-08 2.58182e-08 2.09506e-07 5.62936e-08 1.94924e-07 4.03941e-08 7.16344e-08 5.15538e-08 3.25266e-08 4.01502e-08
threshold=-0.38234499999999999 0.12103000000000001 0.23631000000000002 -0.22461999999999996 0.10389500000000002 -0.083284999999999984 -0.082109999999999975 0.077695000000000014 -0.098194999999999991 -0.46900499999999995 0.51114000000000004 -0.45015499999999992 0.42433500000000007 -0.077639999999999987 -0.14580499999999996 -0.086514999999999981 -0.089309999999999987 -0.086374999999999993 0.10773500000000001 -0.071854999999999988 0.08777500000000002 -0.55049499999999985 0.091205000000000008 -0.14310999999999999 -0.080954999999999985 0.11846000000000001 0.41171500000000005 -0.52445499999999989 -0.14669999999999997 0.094835000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -7 8 -5 13 12 -12 14 -10 -11 -16 -17 -18 20 -20 21 22 -19 24 -23 26 27 -25 29 -29
right_child=1 -3 -4 4 5 6 -8 -9 9 10 11 -13 -14 -15 15 16 17 18 19 -21 -22 23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-3.6383180107198622e-06 4.3095143037471981e-06 4.3582580647558818e-06 -3.3689000089077085e-06 -2.9798900717044791e-06 1.0291262954827592e-05 -1.7803232221922371e-05 8.2614310785670984e-06 -2.8554206733133469e-06 -9.1743541474897938e-07 -2.7452110440539071e-06 -1.0147377724933904e-05 2.214872917895925e-06 6.4627631781193133e-06 6.0931382836315607e-06 3.7303197050277957e-06 -3.2385511177482035e-06 3.866317954777269e-06 -4.5044400654400569e-06 6.8600606027757752e-06 -3.1468401218825463e-06 -7.0705291904005209e-06 2.441694738422484e-06 9.7965234863295331e-06 4.3637234781541609e-06 -1.0627000431538494e-05 4.4818702554039191e-06 -5.990925210426212e-06 -3.571021624390236e-06 3.4877932938882462e-08 1.5108664921502749e-06
leaf_weight=24 27 21 23 27 30 20 22 30 20 33 26 33 21 20 25 27 26 21 26 21 20 25 20 27 21 20 20 53 2370 22
leaf_count=24 27 21 23 27 30 20 22 30 20 33 26 33 21 20 25 27 26 21 26 21 20 25 20 27 21 20 20 53 2370 22
internal_value=0 2.81873e-08 -1.37427e-09 2.39952e-08 -1.4243e-08 1.86701e-06 -4.15031e-06 -6.00962e-08 -3.14164e-08 -3.93667e-09 -4.02235e-08 -3.2329e-06 2.70988e-08 2.58785e-06 -2.15685e-08 1.11867e-08 -2.30091e-08 9.24192e-09 -2.8374e-08 2.38889e-06 -7.17537e-08 -1.78963e-08 2.47164e-06 -5.77989e-08 -3.52445e-06 5.68274e-09 -3.02417e-08 1.79839e-08 -3.00059e-08 -2.08033e-06
internal_weight=0 3097 3076 3053 3026 72 42 2954 2924 2897 2857 59 2798 40 2777 2744 2719 2692 2666 47 2619 2599 41 2558 46 2512 2492 2472 2445 75
internal_count=3121 3097 3076 3053 3026 72 42 2954 2924 2897 2857 59 2798 40 2777 2744 2719 2692 2666 47 2619 2599 41 2558 46 2512 2492 2472 2445 75
is_linear=0
shrinkage=0.1


Tree=6376
num_leaves=31
num_cat=0
split_feature=132 393 1203 472 1429 1429 130 12 45 11 33 47 47 47 148 447 147 16 12 48 48 16 48 49 48 2 160 48 48 15
split_gain=2.76319e-08 1.38074e-07 1.04437e-07 2.6282e-08 4.08112e-08 3.26869e-08 2.5776e-08 4.80939e-08 2.38095e-08 1.4741e-07 4.54815e-08 4.03414e-08 2.6951e-07 2.34392e-07 3.1166e-08 5.66784e-08 5.21288e-08 3.58076e-08 4.49173e-08 5.17807e-08 1.71709e-07 1.36864e-07 2.71721e-07 1.52957e-07 1.24786e-07 9.67862e-08 1.08296e-07 9.35796e-08 8.04216e-08 4.92693e-08
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.23647499999999996 0.23631000000000002 0.094030000000000016 -0.011194999999999998 -0.012019999999999998 0.094160000000000008 0.090100000000000013 0.098400000000000015 -0.10069499999999999 0.094580000000000011 0.092070000000000013 -0.54656499999999986 -0.096104999999999982 0.090225000000000014 0.089025000000000007 -0.087659999999999988 0.093015000000000014 -0.083094999999999988 0.087555000000000008 0.11411 0.089640000000000011 0.086035000000000014 0.083685000000000009 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 -6 -7 8 9 -8 -11 12 14 -13 -12 16 17 -16 29 20 24 22 -21 -23 27 26 -25 28 -20 -19
right_child=1 -3 -4 4 5 6 7 -9 -10 10 11 13 -14 -15 15 -17 -18 18 19 21 -22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-3.8879114887716859e-07 -3.2744861338566503e-06 7.9732529064296444e-06 -7.9747609834157626e-06 4.4407522826380354e-06 -3.73845348645852e-06 -3.5304537323099791e-06 7.5641965521045829e-06 4.7294752179864609e-06 -2.4179867377591643e-06 -4.3354443088598293e-06 3.4123708179255051e-06 9.0957814598258469e-06 -9.0651592417447265e-06 7.6170085910509229e-08 -2.9397283977165746e-06 -4.5599355433767882e-06 3.8240232015596126e-06 -4.2922844196861355e-06 -3.5559070211052371e-08 1.48026364231988e-05 -8.6169531740502549e-06 -6.8633906637303337e-06 8.711345106435364e-07 1.0722289846006757e-06 6.3681669578199353e-06 -3.8389443870983092e-06 9.4532531951093311e-06 -5.872994777881239e-06 4.6724324000030503e-06 9.8603121451950363e-07
leaf_weight=196 24 22 20 21 23 20 26 22 39 24 27 33 33 227 41 27 36 48 1872 21 23 27 42 58 31 25 21 27 37 28
leaf_count=196 24 22 20 21 23 20 26 22 39 24 27 33 33 227 41 27 36 48 1872 21 23 27 42 58 31 25 21 27 37 28
internal_value=0 8.11411e-08 -1.0912e-06 2.09169e-08 4.85803e-08 1.60801e-08 4.67566e-08 7.23538e-08 3.54058e-08 7.0403e-08 -1.54627e-09 3.72069e-08 -8.9764e-08 1.22097e-06 3.41122e-08 -4.472e-09 4.81585e-08 -1.09163e-08 4.2217e-08 1.25381e-07 -2.66503e-08 1.68487e-06 5.51497e-06 -1.57081e-07 7.37955e-08 1.58398e-06 3.3001e-06 -2.69925e-08 5.56906e-08 -2.34764e-06
internal_weight=0 2905 216 2883 2859 2838 2815 2795 2773 2734 2708 2684 2424 260 2391 2364 2337 2301 2260 2184 1990 194 63 131 1967 104 79 1936 1909 76
internal_count=3121 2905 216 2883 2859 2838 2815 2795 2773 2734 2708 2684 2424 260 2391 2364 2337 2301 2260 2184 1990 194 63 131 1967 104 79 1936 1909 76
is_linear=0
shrinkage=0.1


Tree=6377
num_leaves=31
num_cat=0
split_feature=12 130 1429 156 33 11 12 475 1 15 1429 49 151 151 1446 480 52 1429 157 2 160 2 45 47 47 3 47 474 156 3
split_gain=2.78842e-08 4.65368e-08 2.71209e-08 5.50613e-08 2.44481e-08 3.00703e-08 1.34786e-07 4.49822e-08 3.26602e-07 1.63263e-07 2.80843e-08 1.66866e-07 1.48582e-07 1.20313e-07 1.49156e-07 1.24401e-07 6.06423e-08 6.03079e-08 5.78594e-08 5.62084e-08 6.93994e-08 1.5519e-07 3.57188e-08 3.68631e-08 1.78899e-07 5.51179e-08 1.70619e-07 9.47562e-08 1.44018e-07 9.32306e-08
threshold=0.23631000000000002 -0.22461999999999996 -0.23752499999999996 0.32523500000000005 -0.0066799999999999993 0.095720000000000013 0.10388500000000002 0.051590000000000004 0.10205500000000002 -0.052074999999999989 0.083715000000000026 0.11042000000000002 -0.54526999999999981 -0.085604999999999987 0.085345000000000018 0.081520000000000023 -0.023194999999999997 0.057970000000000008 -0.082934999999999995 0.10644500000000001 0.010565000000000001 0.087855000000000003 0.094030000000000016 0.092165000000000011 0.096475000000000019 -0.017889999999999996 0.078345000000000012 0.089745000000000019 0.091255000000000017 -0.011549999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 10 9 -9 12 13 -6 -12 15 16 19 22 -18 20 21 -15 23 25 -25 -14 27 28 29 -27
right_child=-2 2 3 -5 5 6 -8 8 -10 -11 11 -13 17 14 -16 -17 18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=4.1592247439607662e-06 -3.4690457052578417e-06 -3.5090782727241852e-06 2.6465599897646292e-06 5.2443755112108196e-06 8.6179516415540999e-06 -8.9156019986091908e-06 1.3753466230679935e-06 -8.0219946618814458e-06 1.3227298541096389e-05 4.0276639538205932e-06 4.9649195242532313e-06 -9.192491253760755e-06 -8.1620120056268886e-08 -1.1450020392826614e-06 -9.2160480281087265e-06 6.7338627249310695e-06 -9.3142942833288724e-07 -5.5044620307853623e-06 -8.4468685690808334e-06 -3.4005625281809314e-06 -2.4884121103241344e-06 1.0477096722070201e-05 -3.3121692258220039e-06 -7.9502950353399328e-06 -1.0340055834291324e-07 4.8867809310751097e-06 1.0153577986784513e-05 -6.0108373668299469e-06 7.9716831887058764e-06 8.2183330842956728e-08
leaf_weight=27 23 22 34 20 20 20 35 23 20 22 37 23 1766 27 21 22 21 20 20 35 28 20 32 33 243 45 20 20 28 394
leaf_count=27 23 22 34 20 20 20 35 23 20 22 37 23 1766 27 21 22 21 20 20 35 28 20 32 33 243 45 20 20 28 394
internal_value=0 2.5746e-08 -1.05952e-08 1.4648e-08 -1.9883e-08 -5.01532e-08 -2.36682e-06 -6.81424e-09 2.5946e-06 -2.13105e-06 -6.56287e-08 -1.06962e-06 3.16675e-08 -2.60847e-07 -1.25751e-06 -2.91449e-07 -1.315e-06 -3.43555e-08 -4.5975e-06 -9.15304e-08 1.45268e-06 3.80057e-06 8.03204e-09 4.97137e-08 -1.04162e-06 1.82229e-07 1.10128e-06 7.29519e-07 1.01819e-06 5.74682e-07
internal_weight=0 3098 3071 3049 3029 2995 55 2940 65 45 2875 254 2621 231 194 173 151 2601 41 110 75 47 2581 2549 276 2273 507 487 467 439
internal_count=3121 3098 3071 3049 3029 2995 55 2940 65 45 2875 254 2621 231 194 173 151 2601 41 110 75 47 2581 2549 276 2273 507 487 467 439
is_linear=0
shrinkage=0.1


Tree=6378
num_leaves=31
num_cat=0
split_feature=472 156 130 12 1213 1210 1213 3 1210 2 4 1213 2 0 50 1183 1447 1447 481 2 403 1209 1212 1212 133 1210 42 130 401 2
split_gain=2.79869e-08 3.38367e-08 2.54401e-08 4.64918e-08 2.41166e-08 1.81196e-07 1.67134e-07 6.14127e-07 1.85916e-07 1.00245e-07 2.91926e-07 1.87525e-07 5.54644e-08 1.22105e-07 4.26529e-08 3.7523e-08 3.43507e-08 4.41015e-07 2.51698e-07 1.65757e-07 1.34848e-07 6.92721e-08 3.77502e-08 8.07095e-08 1.02927e-07 5.87257e-08 3.15859e-07 1.15761e-07 5.78517e-08 2.39746e-07
threshold=-0.38234499999999999 0.14862 -0.23647499999999996 0.23631000000000002 -0.084954999999999989 -0.3960249999999999 -0.087969999999999979 -0.086769999999999986 -0.091799999999999979 0.084715000000000013 -0.080924999999999983 -0.10863999999999999 0.094400000000000026 -0.085134999999999975 0.093680000000000013 -0.073809999999999973 -0.085684999999999997 -0.086279999999999982 -0.086354999999999987 0.087470000000000006 -0.55276999999999987 -0.087714999999999987 0.10909000000000001 0.11796000000000001 -0.040449999999999993 -0.064799999999999983 0.085465000000000013 0.084685000000000024 -0.06959499999999999 0.091895000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 8 -8 -4 11 -11 14 13 -12 -10 -7 17 18 -17 -20 -18 -22 25 -24 -25 26 27 -23 29 -27
right_child=1 -3 3 -5 5 15 7 -9 9 10 12 -13 -14 -15 -16 16 20 -19 19 -21 21 22 23 24 -26 28 -28 -29 -30 -31
leaf_value=-3.4016896904631725e-06 -3.5551887685869589e-06 4.1262599006586245e-06 -8.0335836603100895e-06 4.6034322188213336e-06 -8.4057507057020932e-06 3.189021012733267e-06 -3.9643235892911509e-06 1.9027941299923226e-05 -1.0847634664032463e-06 1.0821354538848028e-05 6.2668537225363257e-06 -9.7350027668984377e-06 -3.7114887476263905e-06 -3.9853976280331464e-06 4.5996714106877336e-06 -1.0301438234581956e-05 -7.4459273164393388e-06 1.514475745807431e-05 6.4327738994973988e-06 -2.9107142664449784e-06 5.281379844745971e-06 7.6472131877380892e-06 7.5296517988476817e-06 5.9260749230816147e-06 -2.9779475773245174e-06 -3.9266129758546062e-06 -1.2243517900856205e-05 -3.1120016001295883e-06 -1.741317904261204e-07 1.0360835070362857e-05
leaf_weight=24 20 20 27 22 26 36 26 21 33 32 26 22 32 21 22 23 25 20 37 39 24 20 20 20 37 23 24 20 2355 24
leaf_count=24 20 20 27 22 26 36 26 21 33 32 26 22 32 21 22 23 25 20 37 39 24 20 20 20 37 23 24 20 2355 24
internal_value=0 2.63692e-08 -2.79406e-10 2.29781e-08 -1.02245e-08 -9.68717e-08 9.06846e-07 6.30882e-06 -2.7405e-07 8.40351e-07 2.76361e-06 -1.93214e-06 -5.00289e-07 1.68606e-06 1.18901e-06 -1.82292e-08 -6.0819e-08 1.60048e-06 -1.13574e-06 1.63809e-06 -1.3709e-07 -6.59092e-08 -1.16375e-07 2.06403e-06 1.46271e-07 -1.84458e-07 -3.17407e-06 2.26761e-06 -1.04801e-07 3.36911e-06
internal_weight=0 3097 3077 3057 3035 2773 262 47 215 188 111 77 79 47 55 2747 2711 119 99 76 2592 2567 2543 77 57 2466 64 40 2402 47
internal_count=3121 3097 3077 3057 3035 2773 262 47 215 188 111 77 79 47 55 2747 2711 119 99 76 2592 2567 2543 77 57 2466 64 40 2402 47
is_linear=0
shrinkage=0.1


Tree=6379
num_leaves=31
num_cat=0
split_feature=12 130 1212 401 1212 401 16 1209 2 403 0 2 403 1210 1210 400 12 1203 400 12 393 131 131 16 394 1184 390 393 1427 4
split_gain=2.91518e-08 4.29816e-08 2.4216e-08 3.68866e-08 5.30458e-08 4.11646e-08 3.93506e-08 3.85816e-08 2.20423e-07 4.77397e-08 2.67425e-07 2.03173e-07 3.54235e-08 3.04225e-08 2.85823e-08 3.11045e-08 1.11024e-07 1.22417e-07 9.75975e-08 6.78158e-08 6.09467e-08 3.00027e-08 3.96651e-08 2.75588e-08 2.50318e-08 6.76505e-08 5.30895e-08 3.90803e-08 3.09612e-08 9.12864e-08
threshold=0.23631000000000002 -0.22461999999999996 -0.53159999999999996 0.13729500000000003 0.15049500000000002 0.11769000000000002 -0.077074999999999991 -0.084519999999999984 0.080205000000000012 -0.5335399999999999 -0.086234999999999992 0.088555000000000009 -0.52336499999999997 -0.094799999999999982 -0.081369999999999984 -0.08262499999999999 0.087505000000000013 0.087520000000000014 -0.081639999999999976 0.089300000000000004 0.10585500000000002 0.13567500000000002 0.11767000000000001 0.057265000000000003 -0.12099999999999998 0.084515000000000021 0.088375000000000023 0.088255000000000014 0.089335000000000012 -0.011559999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 8 -4 10 -9 -12 -11 -14 -15 16 -16 19 -17 -18 21 22 24 -24 -20 26 27 28 -26 -30
right_child=-2 2 3 -5 -6 6 -8 9 -10 12 11 -13 13 14 15 18 17 -19 20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=3.9987828603005728e-06 -3.5470118657189157e-06 -3.4769010426316527e-06 5.1871582789837184e-06 4.0037209581224372e-06 -4.9086588412385687e-06 6.3427129180126944e-06 6.9707996317447398e-08 1.1000501894159243e-05 -8.0818791796064625e-06 -3.5197911215775473e-06 -6.9955395732298107e-06 5.348671758535299e-06 3.2153433255251883e-06 -3.0598930834457864e-06 -2.8391553634129517e-06 -6.8654574577175528e-06 -1.9551480371167904e-06 9.7403819912263615e-06 2.8880781428597402e-06 5.5623740229293623e-06 4.9952332110099945e-06 -3.744546227773588e-06 5.7133645481144417e-06 4.6372136239369868e-07 -1.2826207904886722e-07 -5.5169822071152543e-06 5.0628565838906069e-06 -4.5126253780836125e-06 -2.1912618576607205e-06 5.9906295363513589e-06
leaf_weight=27 23 20 21 23 22 20 20 25 31 29 30 24 29 31 37 21 30 24 28 20 24 22 20 20 2382 23 20 20 25 30
leaf_count=27 23 20 21 23 22 20 20 25 31 29 30 24 29 31 37 21 30 24 28 20 24 22 20 20 2382 23 20 20 25 30
internal_value=0 2.63321e-08 -8.59336e-09 1.41422e-08 -1.61617e-08 1.9645e-08 3.20621e-06 -2.33296e-08 -2.72323e-06 2.48498e-08 2.44955e-06 -1.50922e-06 -4.27168e-08 -6.78129e-09 -4.04297e-08 -6.34252e-09 1.63345e-06 3.86976e-06 -7.54194e-08 1.05186e-06 -2.08705e-08 -6.73517e-08 -3.58493e-08 3.08854e-06 -8.52859e-08 -1.18588e-07 -6.84612e-08 -1.1023e-07 -7.41005e-08 2.27159e-06
internal_weight=0 3098 3071 3051 3028 3006 40 2966 52 2914 79 54 2835 2806 2777 2746 111 74 2635 50 2614 2590 2568 40 2528 2500 2477 2457 2437 55
internal_count=3121 3098 3071 3051 3028 3006 40 2966 52 2914 79 54 2835 2806 2777 2746 111 74 2635 50 2614 2590 2568 40 2528 2500 2477 2457 2437 55
is_linear=0
shrinkage=0.1


Tree=6380
num_leaves=31
num_cat=0
split_feature=130 10 2 40 4 10 10 10 34 34 9 15 45 52 52 0 52 1213 3 16 15 2 43 159 481 13 42 15 13 0
split_gain=2.55368e-08 4.46438e-08 8.15156e-08 5.46091e-08 3.47352e-08 3.04121e-08 8.12266e-08 6.9213e-08 3.65896e-08 6.85193e-08 4.22608e-08 2.49592e-08 2.79722e-08 3.51861e-08 9.13816e-08 2.8292e-07 2.01736e-07 1.14913e-07 1.03983e-07 8.27316e-08 7.878e-08 5.67648e-08 2.83184e-07 3.08291e-07 2.36414e-07 1.79703e-07 1.71119e-07 9.0901e-08 2.33322e-07 1.14663e-07
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 0.63113500000000011 -0.086389999999999981 -0.012544999999999999 -0.0091199999999999979 -0.097449999999999981 -0.072169999999999984 0.08925000000000001 0.23208000000000004 0.094030000000000016 0.091275000000000009 0.10160000000000001 -0.070499999999999993 0.10611000000000001 0.052820000000000013 -0.080484999999999987 -0.5009849999999999 0.087825000000000014 0.083995000000000014 -0.077604999999999993 -0.10296999999999999 -0.078354999999999994 -0.077799999999999994 0.089245000000000005 0.099260000000000015 -0.078279999999999975 -0.076579999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -7 -8 -9 -10 11 12 13 -11 15 18 -16 19 20 -18 -15 22 26 25 -23 -24 -21 -26 -29 -30
right_child=1 3 -4 4 -6 6 7 8 9 10 -12 -13 -14 14 16 -17 17 -19 -20 21 -22 24 23 -25 27 -27 -28 28 29 -31
leaf_value=-3.5618196989162246e-06 -1.0505514632357172e-06 -5.1028609959757887e-06 7.8699152209082967e-06 -2.8653093130976012e-06 3.8034612884985109e-06 6.0732022461706954e-06 -5.613696422105105e-06 4.2788917744474026e-06 -5.8460552691030908e-06 1.8559060649358837e-07 3.38525770342966e-06 3.4186386128134299e-06 -2.8926639167954874e-06 -1.8354317165046399e-06 7.102912042632347e-06 -1.1963345150434181e-05 -4.9117158461139564e-06 -6.2605213763751687e-06 -4.7409428455305333e-06 -7.3462660515764985e-07 6.3995106616997728e-06 1.1389114952180535e-05 6.1380408472662868e-06 -1.4517485443320765e-05 1.3888828544493055e-06 -5.8428493385661333e-06 1.1469360051705737e-05 -1.0254561638484357e-05 7.1015230469129174e-06 -1.9681254610512279e-06
leaf_weight=20 21 21 20 37 24 22 22 20 20 2163 37 21 34 21 36 28 35 34 31 27 26 20 21 25 191 31 20 27 20 46
leaf_count=20 21 21 20 37 24 22 22 20 20 2163 37 21 34 21 36 28 35 34 31 27 26 20 21 25 191 31 20 27 20 46
internal_value=0 2.2974e-08 3.3009e-06 -2.09458e-08 1.41711e-08 -1.59924e-08 1.94087e-08 -2.56466e-08 1.62543e-08 -1.3002e-08 2.73094e-08 -1.61782e-08 -4.16123e-08 -7.01714e-09 -6.5899e-07 -3.34056e-06 -1.25694e-07 -6.49295e-07 -2.45205e-07 -2.3724e-07 2.72007e-06 1.45019e-07 -1.65818e-06 -5.39177e-06 8.80534e-07 -1.00441e-06 4.45856e-06 1.40493e-07 -2.4234e-06 7.80253e-07
internal_weight=0 3101 41 3060 3039 3015 2978 2956 2934 2914 2894 2857 2836 2802 639 106 533 497 78 463 47 428 124 77 304 52 47 284 93 66
internal_count=3121 3101 41 3060 3039 3015 2978 2956 2934 2914 2894 2857 2836 2802 639 106 533 497 78 463 47 428 124 77 304 52 47 284 93 66
is_linear=0
shrinkage=0.1


Tree=6381
num_leaves=31
num_cat=0
split_feature=46 46 1456 4 154 157 49 1429 133 150 12 12 12 42 40 3 39 1 12 2 2 131 48 48 48 367 49 3 484 3
split_gain=2.33887e-08 3.13481e-08 2.61118e-08 7.92295e-08 4.67651e-08 5.17924e-08 3.56015e-08 1.13445e-07 2.02446e-07 1.35792e-07 7.39516e-08 1.76607e-07 1.24925e-07 5.33528e-08 4.93102e-08 6.68373e-08 4.83571e-08 5.66951e-08 9.21509e-08 6.46499e-08 7.91066e-08 5.48407e-08 5.3905e-08 7.9716e-08 8.44272e-08 5.08508e-08 4.99441e-08 8.23707e-08 4.98075e-08 1.31453e-07
threshold=0.10987500000000001 0.083550000000000013 0.11510000000000002 0.022185000000000003 0.085530000000000009 0.63604500000000008 0.096415000000000015 0.083725000000000008 0.088115000000000013 0.099310000000000009 0.090285000000000018 0.094375000000000014 0.086305000000000007 0.087505000000000013 -0.045684999999999996 0.097915000000000016 -0.020804999999999994 0.16540500000000002 0.15120000000000003 0.14530500000000005 0.15361500000000003 0.13767000000000004 0.12879500000000002 0.11714000000000001 0.11013500000000002 -1.0000000180025095e-35 0.092975000000000016 -0.078724999999999976 0.11803500000000001 -0.082039999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 16 9 -9 10 12 -12 14 -14 -8 -16 25 18 19 21 -21 22 23 24 26 -1 28 -28 -18 -30
right_child=-2 -3 3 -5 -6 -7 7 8 -10 -11 11 -13 13 -15 15 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-1.4782539983571043e-07 3.2490440368994975e-06 -3.3539188746902127e-06 6.2995775882275971e-06 -2.2225705288292376e-06 4.7917000460984131e-06 -5.1317827183083868e-06 2.2253550382786138e-06 1.1162729652625104e-06 -1.3112082184534302e-05 7.6337392579262092e-06 -9.6367682041480809e-06 -7.0732924102857102e-07 9.0842799289703182e-06 1.7799808173890597e-06 -5.5545732008850625e-06 7.9706092227146059e-07 1.8266186923129187e-07 5.0946949509916124e-06 -6.1937538584575325e-06 8.4904919822292869e-06 1.0049176902763671e-06 -5.1339659512450459e-06 -4.4057988062079935e-06 6.0311208343314911e-06 -6.3542836869601167e-06 -6.9128627148984381e-06 8.2118441241618708e-06 -8.6398706059753746e-07 -8.8667772285010542e-06 9.9777885874833113e-07
leaf_weight=25 22 28 24 20 20 20 29 20 20 20 28 106 20 20 37 30 2312 23 23 20 48 20 26 23 20 20 20 20 22 35
leaf_count=25 22 28 24 20 20 20 29 20 20 20 28 106 20 20 37 30 2312 23 23 20 48 20 26 23 20 20 20 20 22 35
internal_value=0 -2.30618e-08 7.3075e-09 2.42587e-06 -2.78484e-08 -5.99039e-08 -2.59442e-08 -1.00556e-06 -5.9979e-06 -3.1696e-07 -9.05901e-07 -2.57318e-06 7.36861e-07 5.43213e-06 -1.2195e-06 -2.71056e-06 9.57242e-08 1.5172e-07 1.07808e-07 1.64291e-07 3.20656e-06 8.1475e-08 1.23569e-07 1.71597e-07 1.16113e-07 -3.15451e-06 1.69832e-07 3.67393e-06 1.10666e-07 -2.80959e-06
internal_weight=0 3099 3071 44 3027 3007 2987 330 40 290 270 134 136 40 96 67 2657 2612 2589 2566 68 2498 2478 2452 2429 45 2409 40 2369 57
internal_count=3121 3099 3071 44 3027 3007 2987 330 40 290 270 134 136 40 96 67 2657 2612 2589 2566 68 2498 2478 2452 2429 45 2409 40 2369 57
is_linear=0
shrinkage=0.1


Tree=6382
num_leaves=31
num_cat=0
split_feature=1429 156 475 46 16 16 16 15 12 484 10 42 121 130 52 2 51 0 16 51 2 2 132 403 1204 42 400 16 1208 1208
split_gain=2.28523e-08 5.43165e-08 2.63038e-08 2.63586e-08 2.57108e-08 1.0204e-07 8.12301e-08 1.77631e-07 9.53182e-08 8.43634e-08 1.84856e-07 1.45833e-07 7.91243e-08 8.09133e-08 7.45883e-08 1.6419e-07 8.64011e-08 3.58774e-07 3.44471e-07 2.45526e-07 1.29647e-07 9.8007e-08 6.54192e-08 7.21536e-07 4.81548e-07 1.87179e-07 7.16104e-08 2.28395e-07 6.46942e-08 2.16735e-07
threshold=-0.23752499999999996 0.32523500000000005 0.10701500000000001 0.10123000000000001 -0.083134999999999987 -0.08231999999999999 -0.085589999999999986 0.084510000000000016 0.089505000000000015 0.10126500000000001 -0.38124499999999995 0.15021500000000002 -0.082399999999999987 -0.084874999999999992 -0.080979999999999983 0.089125000000000024 0.0053700000000000006 -0.083804999999999977 -0.092484999999999984 0.089355000000000004 0.086100000000000024 0.094835000000000017 -0.083284999999999984 -0.074254999999999988 -0.082199999999999981 -0.042239999999999993 -0.064794999999999978 -0.077074999999999991 0.11846000000000001 0.099975000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 9 -8 -9 10 -2 14 -7 -14 15 -12 -16 18 19 -18 -21 -22 23 -15 -24 -25 27 -26 29 -28
right_child=1 -3 -4 -5 5 12 7 8 -10 -11 11 -13 13 22 16 -17 17 -19 -20 20 21 -23 24 25 26 -27 28 -29 -30 -31
leaf_value=-3.2115707499129215e-06 8.6419150742737361e-06 5.2173131143717915e-06 -3.178184596645924e-06 3.0701177576832252e-06 5.3380377984898303e-06 -5.7252411460363756e-06 -1.0670346705884034e-05 3.8115651865087718e-06 -5.0557607954198667e-06 -6.02793541020219e-06 -1.6155396641200543e-06 -8.4848437782489962e-06 6.3483418346420109e-06 1.4524007998689368e-05 1.8547273089455497e-07 1.0652615419530777e-05 -1.2557871710896507e-05 5.8747861241196613e-06 -1.7152541911400476e-05 6.3653332476447266e-06 -6.114323550167628e-06 2.7571228952183447e-06 -1.3819643612805522e-05 2.3044397676130756e-07 -2.9301043009392444e-06 -1.0838316831557843e-05 1.133557371381205e-07 1.0865865750512665e-05 5.5655968805824946e-06 -9.8790869845867171e-06
leaf_weight=22 24 20 26 28 38 23 24 27 22 24 24 21 21 34 755 20 20 39 20 22 33 20 25 50 24 22 1626 24 21 22
leaf_count=22 24 20 26 28 38 23 24 27 22 24 24 21 21 34 755 20 20 39 20 22 33 20 25 50 24 22 1626 24 21 22
internal_value=0 2.27981e-08 -1.09435e-08 1.60294e-08 -1.22398e-08 2.07356e-07 -3.9929e-07 -3.62196e-06 -1.69683e-07 -1.69099e-07 -2.82054e-08 -2.41843e-07 1.04308e-07 1.76047e-07 -6.02028e-08 3.96089e-06 -2.54843e-07 -2.41354e-06 -5.22436e-06 -2.71316e-06 -8.79052e-08 -2.76661e-06 1.05907e-07 2.51788e-06 -4.08604e-08 -3.15168e-06 1.59763e-07 3.96788e-06 5.02421e-08 -2.00385e-08
internal_weight=0 3099 3079 3053 3025 1930 1095 73 49 1022 998 974 1892 1869 953 44 909 154 115 95 75 53 1848 106 1742 72 1717 48 1669 1648
internal_count=3121 3099 3079 3053 3025 1930 1095 73 49 1022 998 974 1892 1869 953 44 909 154 115 95 75 53 1848 106 1742 72 1717 48 1669 1648
is_linear=0
shrinkage=0.1


Tree=6383
num_leaves=31
num_cat=0
split_feature=156 155 1208 1208 12 402 1210 1210 1209 1212 1210 52 1210 1210 52 2 2 51 1447 12 43 132 43 399 16 480 160 2 4 4
split_gain=2.66242e-08 3.4393e-08 2.60728e-08 5.51181e-08 5.47148e-08 3.74696e-08 7.16346e-08 3.11323e-08 3.52728e-08 7.46019e-08 4.69033e-08 1.25968e-07 8.06408e-08 3.7356e-08 3.94975e-08 3.07251e-08 1.78072e-07 1.24424e-07 1.07077e-07 1.0124e-07 1.13202e-07 8.44744e-08 9.05854e-07 5.41726e-07 1.53652e-07 8.55943e-08 8.19484e-08 6.78191e-08 2.1429e-07 2.57674e-07
threshold=0.3248100000000001 0.14039500000000002 0.12461500000000002 0.10233500000000001 0.09474500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 0.087485000000000021 0.092585000000000015 -0.079504999999999978 0.084960000000000022 -0.064344999999999999 -0.0084249999999999985 0.083680000000000018 0.088125000000000023 0.088930000000000023 -0.019375 0.0071200000000000005 0.086565000000000017 -0.053764999999999993 -0.083284999999999984 -0.011694999999999999 0.091580000000000009 -0.082179999999999989 0.10982000000000001 -0.53327999999999987 0.087545000000000026 -0.0086549999999999978 -0.047864999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -8 10 -10 11 -9 -12 14 -14 21 17 -17 26 -19 -21 22 -15 25 -24 27 -18 -23 29 -29
right_child=-2 -3 -4 4 -6 -7 7 8 9 -11 12 -13 13 15 -16 16 18 19 -20 20 -22 23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=5.8232208554424387e-06 -3.3897553135909179e-06 3.5140337623878238e-06 -3.605469964895747e-06 7.402050173368479e-06 9.3691219912476051e-08 -3.4913556455942471e-06 -3.7857731668240873e-06 2.5574263099770177e-06 5.8695773334200626e-06 -7.0262500953387453e-07 5.7582997783356404e-06 -8.1882961495693962e-06 1.9334921489644332e-07 2.1038224887929985e-05 -5.946860954447237e-06 1.7397830106347102e-06 -4.8862907345576583e-06 -1.2473255569034337e-05 6.299679038280514e-06 8.5069672918920837e-07 -9.544339072817821e-06 2.8908210077797614e-07 1.312249431066448e-06 -1.6216790237422176e-05 -8.0492874244723846e-06 -5.9477119954126899e-06 -4.9825583508137667e-08 1.2934818641952007e-06 -3.2879813528552409e-06 1.6154954671492306e-05
leaf_weight=21 23 28 20 20 21 31 22 20 31 39 24 24 20 22 22 22 36 22 26 22 20 1084 50 20 27 21 1305 28 30 20
leaf_count=21 23 28 20 20 21 31 22 20 31 39 24 24 20 22 22 22 36 22 26 22 20 1084 50 20 27 21 1305 28 30 20
internal_value=0 2.51652e-08 -6.65508e-09 1.69437e-08 3.65874e-06 -3.26787e-08 3.32498e-09 -3.80067e-08 -9.91442e-09 2.20792e-06 -6.41024e-08 -3.30388e-06 -1.35706e-08 -6.30969e-08 -3.02295e-06 -1.79739e-08 -3.34098e-07 -4.74777e-06 -5.64281e-08 -6.97786e-06 -4.09932e-06 3.34813e-07 3.14265e-06 1.03744e-07 -1.97037e-06 3.79662e-07 -1.79664e-07 4.94012e-07 3.34201e-06 7.48576e-06
internal_weight=0 3098 3070 3050 41 3009 2978 2957 2935 70 2865 44 2821 2797 42 2755 1453 86 1367 64 42 1302 99 1203 77 1183 1341 1162 78 48
internal_count=3121 3098 3070 3050 41 3009 2978 2957 2935 70 2865 44 2821 2797 42 2755 1453 86 1367 64 42 1302 99 1203 77 1183 1341 1162 78 48
is_linear=0
shrinkage=0.1


Tree=6384
num_leaves=31
num_cat=0
split_feature=132 399 1203 1203 15 393 133 104 11 33 47 9 10 47 47 47 41 12 1453 158 49 48 401 1213 1210 402 2 2 2 0
split_gain=2.76458e-08 1.37182e-07 9.31396e-08 2.68523e-08 8.19179e-08 5.24772e-08 3.01405e-08 3.02178e-08 4.11151e-08 4.25886e-08 3.48858e-08 2.36094e-07 4.84665e-07 2.09659e-07 4.40804e-08 4.14622e-08 3.92644e-08 1.23457e-07 3.07026e-08 5.44313e-08 3.90794e-08 3.38388e-08 3.02018e-08 3.71878e-08 3.72655e-07 3.12493e-07 1.13871e-07 4.26513e-07 2.93538e-07 1.0347e-07
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.088820000000000024 0.087825000000000014 0.10483000000000002 -0.50375999999999987 0.088500000000000009 -0.011194999999999998 -0.012019999999999998 0.094160000000000008 0.088235000000000022 0.087010000000000018 0.09717000000000002 0.091210000000000013 0.087885000000000019 0.086565000000000017 0.08486500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.15266500000000002 0.13400000000000004 0.13699500000000003 -0.084774999999999989 -0.094799999999999982 0.14722000000000005 0.084715000000000013 0.083935000000000023 0.085345000000000018 -0.085804999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 -2 8 -8 -10 11 14 -13 -12 15 16 22 -18 -15 20 21 -20 23 24 -11 -25 27 29 -28 -26
right_child=1 -3 -4 4 -6 -7 7 -9 9 10 13 12 -14 18 -16 -17 17 -19 19 -21 -22 -23 -24 25 26 -27 28 -29 -30 -31
leaf_value=-4.2814510596618143e-07 3.2660756679498652e-06 6.0500959379121349e-06 -7.5920686140307231e-06 1.5695629173251292e-06 -6.9826893823552565e-06 4.7978132077174532e-06 4.035708410810912e-06 -3.6409742555722761e-06 -4.2321441317956975e-06 1.4258587650601842e-05 9.607479918171382e-06 -1.8982072804192287e-05 1.1148859434229052e-06 3.9445438869734063e-06 4.5810889874008448e-06 -3.5405262299160648e-06 8.5315174904584033e-06 -2.0734835308520934e-06 3.6132696947883628e-07 -4.9955213214724653e-06 -2.8856131017107601e-06 4.3207716773849823e-06 -3.7152290298598182e-06 2.6830690021407695e-09 -4.185175978067412e-06 -1.2259421072528874e-05 1.2986263354832773e-05 -1.5602500211002733e-05 -3.9378510561848775e-07 4.2323411790334829e-06
leaf_weight=196 28 38 20 24 21 23 25 23 24 20 26 20 30 20 21 33 21 23 158 21 32 25 22 2012 23 21 20 20 91 40
leaf_count=196 28 38 20 24 21 23 25 23 24 20 26 20 30 20 21 33 21 23 158 21 32 25 22 2012 23 21 20 20 91 40
internal_value=0 8.11598e-08 -1.09147e-06 2.04584e-09 -2.42149e-06 4.06919e-08 1.60154e-09 -3.13848e-08 -1.17358e-09 -3.82364e-08 -9.43409e-10 -1.23746e-07 -6.9239e-06 1.05159e-06 1.98986e-08 -2.09305e-08 2.92842e-08 2.98799e-06 1.82634e-07 -1.36172e-07 3.38462e-07 9.02235e-07 -2.80905e-08 8.00964e-09 1.2619e-06 -1.23979e-07 -7.79618e-08 -2.8797e-06 2.01703e-06 1.15928e-06
internal_weight=0 2905 216 2867 45 2822 2799 2771 2748 2723 2699 2417 50 282 2367 2346 2313 44 256 236 215 183 2269 2247 214 2033 194 83 111 63
internal_count=3121 2905 216 2867 45 2822 2799 2771 2748 2723 2699 2417 50 282 2367 2346 2313 44 256 236 215 183 2269 2247 214 2033 194 83 111 63
is_linear=0
shrinkage=0.1


Tree=6385
num_leaves=31
num_cat=0
split_feature=1209 33 15 15 15 15 133 13 13 16 131 159 481 13 0 0 12 1211 42 1212 52 13 403 3 2 393 1200 1212 1213 1212
split_gain=2.47511e-08 2.45462e-08 2.41711e-08 1.69029e-07 1.37804e-07 1.8863e-07 1.18518e-07 8.44605e-08 2.35083e-07 1.55322e-07 8.63105e-08 4.60562e-07 2.94169e-07 1.38573e-07 8.92619e-08 2.05109e-07 1.15847e-07 7.72457e-08 6.75578e-08 5.69819e-08 5.50203e-08 7.51482e-08 5.24331e-08 1.75056e-07 5.8146e-07 4.95423e-08 4.09764e-08 3.82627e-08 4.55595e-07 2.49297e-07
threshold=-0.14444499999999996 -0.0066799999999999993 0.094425000000000023 0.095575000000000007 0.092400000000000024 0.091650000000000023 -0.0042999999999999991 -0.083364999999999981 -0.081434999999999994 -0.08595499999999999 0.08956500000000002 -0.10296999999999999 -0.0050099999999999988 -0.069964999999999986 -0.068604999999999985 -0.073309999999999986 0.096395000000000022 0.11013500000000002 0.096610000000000015 0.11387000000000001 0.10263500000000002 -0.015039999999999998 -0.52917499999999984 -0.085784999999999986 0.085485000000000019 0.10856500000000001 0.088675000000000018 -0.089544999999999986 -0.090764999999999985 -0.084689999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 17 -6 9 -9 -5 12 -12 -10 18 15 16 -15 19 -14 22 21 -16 23 -3 -25 26 27 28 -24 -29
right_child=1 2 3 7 6 -7 -8 8 10 -11 11 -13 13 14 20 -17 -18 -19 -20 -21 -22 -23 25 24 -26 -27 -28 29 -30 -31
leaf_value=3.5066001828454321e-06 2.649517436486135e-06 1.0060349951986196e-05 7.5266007143275636e-06 2.415449912875594e-06 -1.0800620426917622e-05 7.5731891008956616e-06 -1.3250516765379651e-06 1.1250625834691164e-05 1.0442580167234286e-05 -7.2481746207277192e-06 4.8069452397477886e-06 -1.4938789765784307e-05 -9.8132513267046318e-06 4.8690870244172409e-06 5.5912157995408053e-06 1.1744043800782882e-05 -4.2333042160705721e-06 -4.8869667334456083e-06 -1.782872345756914e-06 -5.2761880397156352e-06 -4.2144787061572158e-06 -2.271063897846797e-06 -2.7257290898658663e-06 -1.4051798625587255e-05 7.4365166095530561e-06 3.8463276085519369e-06 4.2210970609143518e-06 -1.0890828867683344e-05 1.2463471329380939e-05 -1.9444581532015544e-07
leaf_weight=20 34 22 33 29 22 32 33 20 28 39 27 21 20 27 20 21 29 34 22 21 38 31 67 20 34 31 21 22 28 2275
leaf_count=20 34 22 33 29 22 32 33 20 28 39 27 21 20 27 20 21 29 34 22 21 38 31 67 20 34 31 21 22 28 2275
internal_value=0 -2.26172e-08 -5.22399e-08 6.67487e-07 -1.6174e-07 -5.72349e-08 -5.11528e-06 5.9017e-08 7.71661e-07 -3.12692e-06 3.37062e-08 -3.83181e-06 8.19914e-07 -4.75445e-07 8.22865e-07 3.3159e-06 1.55349e-07 -1.5206e-07 -5.60686e-06 -8.87039e-08 -1.33403e-06 8.12183e-07 -4.54749e-08 2.54123e-06 -5.22119e-07 -1.25912e-07 -1.76944e-07 -2.15556e-07 1.75109e-06 -2.96893e-07
internal_weight=0 3101 3067 405 2662 2607 55 372 304 68 284 48 236 208 166 77 56 2575 42 2541 89 51 2520 76 54 2444 2413 2392 95 2297
internal_count=3121 3101 3067 405 2662 2607 55 372 304 68 284 48 236 208 166 77 56 2575 42 2541 89 51 2520 76 54 2444 2413 2392 95 2297
is_linear=0
shrinkage=0.1


Tree=6386
num_leaves=31
num_cat=0
split_feature=11 2 399 2 15 1454 1446 480 3 16 1210 1210 43 133 47 3 15 1 12 3 50 1203 480 2 129 13 480 1186 403 1209
split_gain=2.28214e-08 2.53861e-08 1.37715e-07 1.36062e-07 3.57604e-07 1.45765e-07 1.52944e-07 3.24584e-07 3.0598e-07 1.68575e-07 1.35449e-07 1.28273e-07 1.13549e-07 2.27785e-07 1.77091e-07 3.53133e-07 2.78494e-07 1.78111e-07 2.24433e-07 1.78499e-07 3.44886e-07 1.42264e-07 1.04217e-07 7.61305e-08 7.32572e-08 7.2379e-08 6.82361e-08 6.41302e-08 6.45109e-08 7.90053e-08
threshold=-0.072629999999999986 0.084415000000000004 0.091580000000000009 0.084055000000000005 0.084050000000000014 0.094595000000000012 0.083715000000000026 0.086850000000000024 -0.085784999999999986 -0.021269999999999997 -0.14175499999999996 -0.078184999999999991 -0.0071849999999999995 -0.095184999999999978 0.092165000000000011 -0.012939999999999998 -0.10324499999999999 0.091535000000000019 0.084795000000000023 -0.13309499999999996 0.11610000000000001 0.085070000000000021 0.11240000000000001 0.084550000000000014 0.085135000000000016 -0.084774999999999989 0.10344000000000002 -0.095479999999999982 -0.55049499999999985 -0.089214999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 10 -8 -10 -2 -12 13 -13 15 17 -16 18 -14 -19 -21 24 23 -3 -15 -20 27 -25 -29 -30
right_child=1 22 -4 4 -6 -7 8 -9 9 -11 11 12 14 21 16 -17 -18 19 25 20 -22 -23 -24 26 -26 -27 -28 28 29 -31
leaf_value=-3.2854592258705194e-06 8.2964416196773521e-06 -6.1079723929486308e-06 8.0966940636837691e-06 1.56784017639211e-05 -1.7030229114738929e-06 -8.0603844625412343e-06 1.3815898493400406e-05 -1.0981319078214089e-05 5.8388916706710667e-06 -6.6870219338202984e-06 -7.9430956373016669e-06 -1.115621160124647e-05 1.1137705247771617e-05 -2.3591978106818995e-07 3.8266291033489159e-06 1.1875292525593596e-05 -1.2477831241994864e-05 4.5154906116374111e-06 -3.0465099088956026e-06 -1.5317811039494701e-05 2.0162202602591608e-06 -8.5050394136487743e-06 5.3246785649421596e-06 -5.768340405438721e-06 4.8052884648636653e-06 3.9037642673358806e-06 -5.4960927741376514e-06 5.5734351963110382e-06 -6.0939233507765907e-06 -6.8581385677243781e-08
leaf_weight=21 20 22 23 20 29 22 24 27 22 21 20 20 30 411 22 38 20 23 29 22 24 20 34 20 31 31 24 20 22 2009
leaf_count=21 20 22 23 20 29 22 24 27 22 21 20 20 30 411 22 38 20 23 29 22 24 20 34 20 31 31 24 20 22 2009
internal_value=0 2.22545e-08 4.53083e-07 2.63231e-07 5.39144e-06 -2.32935e-08 1.83509e-07 -2.06484e-07 4.77029e-06 -2.78415e-07 1.75803e-07 -4.33777e-08 1.75755e-07 -7.07934e-07 1.95792e-06 3.21479e-06 -3.9374e-06 1.14499e-06 4.07555e-06 -2.67748e-06 -6.27397e-06 -2.55627e-07 -1.67823e-07 -2.56035e-07 1.17649e-07 5.44465e-07 -1.94583e-07 -1.33146e-07 -7.81948e-08 -1.33849e-07
internal_weight=0 3100 949 926 49 877 855 788 67 43 761 741 721 482 239 197 42 159 90 69 46 462 2151 2117 442 60 2095 2071 2051 2031
internal_count=3121 3100 949 926 49 877 855 788 67 43 761 741 721 482 239 197 42 159 90 69 46 462 2151 2117 442 60 2095 2071 2051 2031
is_linear=0
shrinkage=0.1


Tree=6387
num_leaves=31
num_cat=0
split_feature=15 52 52 480 15 1452 2 132 0 1211 400 1212 4 4 0 1210 1 1 1 15 12 13 1 2 52 1426 160 2 42 3
split_gain=2.39461e-08 8.50101e-08 1.05939e-07 6.86885e-08 3.30381e-08 3.44834e-08 4.42937e-08 2.2487e-07 8.85933e-07 4.69136e-07 1.69741e-07 1.11703e-07 1.40516e-07 2.44426e-07 1.93303e-07 1.65289e-07 1.34194e-07 1.0509e-06 1.12674e-06 2.45296e-07 2.07779e-07 2.0621e-07 1.50367e-07 1.0379e-07 1.53737e-07 1.01151e-07 8.35812e-08 9.33297e-08 2.81388e-07 3.19715e-07
threshold=0.12044500000000001 0.17829500000000004 0.41580500000000004 0.11704500000000002 0.11728000000000001 -0.069739999999999983 0.080205000000000012 -0.083284999999999984 -0.082284999999999983 0.11048500000000001 -1.0000000180025095e-35 0.091580000000000009 -0.083644999999999983 -0.081224999999999978 -0.079984999999999987 -0.00064999999999999986 0.094090000000000021 0.09253500000000002 0.091535000000000019 -0.013969999999999998 0.085565000000000016 -0.084034999999999985 0.096255000000000021 0.083585000000000007 0.083680000000000018 -0.089244999999999977 -0.55248999999999981 0.084415000000000004 0.086325000000000013 -0.086424999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 8 -7 10 -9 12 14 -14 -12 -15 17 18 19 -17 -21 -22 -18 24 -8 -25 -27 28 29 -28
right_child=1 2 -4 -5 -6 6 23 9 -10 -11 11 -13 13 15 -16 16 22 -19 -20 20 21 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-3.1695814686827359e-06 -4.3800246649022321e-07 1.0297604435436371e-05 2.4156137111607348e-07 -5.0787636273189154e-06 2.9574530688822399e-06 -6.0737684303934326e-06 -8.2504932886597373e-06 9.6679994439476844e-06 2.3006521360002807e-05 -1.1583375204793356e-05 -1.1794995364895882e-05 6.6925643523063629e-06 1.0846009536180647e-05 -7.9776995493296506e-06 -1.7552608028728264e-07 -1.5656293705850674e-06 -8.3877231863089445e-06 2.0285442788439594e-05 -2.1416698436124453e-05 1.5727869631518845e-05 -3.2646051057900368e-06 9.734167430836421e-06 3.8943741423169205e-08 6.9757926530655821e-06 6.8689628039321281e-07 -5.2412120282951951e-06 -4.9940256019453956e-08 -2.4301943559480928e-07 -7.3996771247731811e-06 1.2756689250831449e-05
leaf_weight=35 88 20 22 27 37 22 39 21 20 32 22 28 23 23 41 61 23 29 22 20 23 26 267 20 38 32 44 1960 21 35
leaf_count=35 88 20 22 27 37 22 39 21 20 32 22 28 23 23 41 61 23 29 22 20 23 26 267 20 38 32 44 1960 21 35
internal_value=0 1.32863e-06 5.03015e-06 -5.77531e-08 -1.20152e-08 -4.9552e-08 -1.17923e-08 6.78793e-07 7.77399e-06 2.27963e-07 8.28858e-07 5.23559e-07 2.25745e-07 7.69088e-07 -4.23312e-06 2.99919e-07 7.04134e-07 2.8407e-06 -4.87572e-07 3.05428e-06 7.13855e-06 3.6327e-06 -6.29378e-07 -2.33575e-07 -3.83983e-06 -1.02096e-07 -1.69763e-07 -9.09828e-08 2.88894e-06 5.62388e-06
internal_weight=0 130 42 2991 2964 2927 2892 703 42 661 629 608 580 517 63 494 471 181 152 130 69 49 290 2189 77 2112 2092 2060 100 79
internal_count=3121 130 42 2991 2964 2927 2892 703 42 661 629 608 580 517 63 494 471 181 152 130 69 49 290 2189 77 2112 2092 2060 100 79
is_linear=0
shrinkage=0.1


Tree=6388
num_leaves=31
num_cat=0
split_feature=132 1185 43 12 1 42 1203 0 0 52 472 1429 1429 15 52 15 15 15 15 1212 43 13 3 15 3 1209 4 3 480 3
split_gain=2.75795e-08 1.16745e-07 6.02779e-08 6.61016e-08 3.60978e-08 4.47748e-08 2.78257e-08 4.00839e-08 3.90053e-08 4.50989e-08 2.56737e-08 4.04552e-08 3.19115e-08 2.72376e-08 7.71721e-08 6.36828e-08 4.68886e-08 7.16644e-08 4.48578e-08 1.64171e-07 2.13115e-07 1.93772e-07 3.31947e-07 4.68215e-08 6.60394e-08 4.76781e-08 4.10402e-08 9.92628e-08 3.741e-08 1.16907e-07
threshold=-0.083174999999999985 -0.083264999999999992 -0.011244999999999998 0.087385000000000004 0.089625000000000024 -0.021469999999999996 0.084545000000000009 -0.09515499999999999 -0.073309999999999986 0.088185000000000013 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 0.12044500000000001 0.17829500000000004 0.11773500000000002 0.11461000000000002 0.11171000000000002 0.095175000000000023 0.12799000000000002 0.055925000000000009 -0.069964999999999986 -0.07928499999999998 0.092400000000000024 -0.080104999999999996 0.11240000000000001 -0.053309999999999989 -0.049509999999999992 0.086930000000000021 -0.086274999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 -4 9 -9 -3 -12 -13 15 26 16 17 18 23 20 21 22 -20 25 -25 28 -15 -28 -14 -30
right_child=1 10 4 -5 5 -7 -8 8 -10 -11 11 12 13 14 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-7.8006735787747194e-07 7.5112478260139361e-06 -3.2289709281485559e-06 3.2712068824149236e-06 -8.6407710045932625e-06 -6.2525562429982533e-06 2.1696413024832727e-07 2.7877354253947628e-06 -4.9615924240242754e-07 2.1389338122562984e-06 -6.4162527699161068e-06 4.4283755133143308e-06 -3.6866866772154183e-06 -1.3709344034005983e-07 2.31531038805868e-06 5.1853557929112314e-06 -4.6742516258683312e-06 3.4791956855210282e-06 -5.0458826081012381e-06 -1.5642451380233235e-07 9.7042846660273927e-06 7.5112857420237793e-06 3.9502348876814777e-06 -1.6002179094130043e-05 -5.7648542358091458e-06 4.6786002050847698e-07 4.756565346854457e-06 -7.0602695633293813e-06 2.0664725665343353e-06 7.7281603844312501e-06 2.8352386278937856e-07
leaf_weight=23 21 24 23 20 20 23 39 31 21 22 21 23 2195 37 39 29 39 28 39 22 31 34 20 34 34 21 22 26 25 135
leaf_count=23 21 24 23 20 20 23 39 31 21 22 21 23 2195 37 39 29 39 28 39 22 31 34 20 34 34 21 22 26 25 135
internal_value=0 8.22522e-08 -1.07423e-06 -4.43621e-06 -2.66606e-07 -2.79212e-06 5.31901e-07 -3.75084e-07 -1.50839e-06 -2.95356e-06 2.80448e-08 5.54338e-08 2.30188e-08 5.33829e-08 1.5024e-06 -1.35114e-08 3.73585e-08 -1.39141e-08 4.04856e-08 1.74321e-06 3.30756e-07 -2.06275e-06 -5.52787e-06 -6.12317e-08 -2.6485e-06 1.28146e-08 -1.87425e-07 -2.11662e-06 -2.94864e-08 1.44675e-06
internal_weight=0 2899 222 43 179 43 136 97 74 53 2878 2854 2833 2810 124 2686 2657 2618 2590 146 124 93 59 2444 68 2376 85 48 2355 160
internal_count=3121 2899 222 43 179 43 136 97 74 53 2878 2854 2833 2810 124 2686 2657 2618 2590 146 124 93 59 2444 68 2376 85 48 2355 160
is_linear=0
shrinkage=0.1


Tree=6389
num_leaves=31
num_cat=0
split_feature=1429 156 1426 1428 474 1209 43 1209 42 401 0 133 3 3 1211 15 132 15 393 1208 403 3 16 43 1212 1210 1213 0 401 158
split_gain=2.46684e-08 5.37081e-08 2.87411e-08 2.98526e-08 6.17832e-08 2.35069e-08 1.8066e-07 2.83518e-08 1.77718e-07 2.84352e-08 8.41208e-08 6.36134e-08 1.34895e-07 5.81096e-08 3.45429e-08 1.22581e-07 3.43083e-08 1.14456e-07 8.03261e-08 3.50583e-08 5.91786e-08 2.69796e-07 2.17744e-07 3.55791e-08 1.3544e-07 1.21672e-07 8.81179e-08 7.31064e-08 4.517e-08 4.72074e-08
threshold=-0.23752499999999996 0.32523500000000005 -0.085619999999999988 -0.071779999999999997 -0.42010499999999995 -0.087199999999999986 -0.0047449999999999992 -0.065739999999999979 0.092145000000000019 -0.078179999999999986 -0.071924999999999989 0.51114000000000004 -0.085709999999999995 -0.078084999999999988 0.11048500000000001 0.089165000000000008 -0.083284999999999984 0.091475000000000015 0.10483000000000002 0.11531000000000001 -0.44023999999999991 -0.085709999999999995 -0.073849999999999985 0.0034250000000000005 -0.022679999999999995 -0.094799999999999982 -0.013534999999999998 -0.13843999999999998 0.021890000000000003 0.094245000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 8 -7 10 13 14 -13 -9 16 -16 17 -11 19 20 21 -18 -23 25 -25 -22 -26 -28 29 -29
right_child=1 -3 3 4 5 7 -8 9 -10 11 -12 12 -14 -15 15 -17 18 -19 -20 -21 23 22 -24 24 26 -27 27 28 -30 -31
leaf_value=-3.3367384637792636e-06 -3.7883782579228867e-06 5.1890344320781881e-06 -3.8359613211014229e-06 5.4454908465794729e-06 -2.7095038259369288e-06 3.0941610675654376e-06 8.8357595186410084e-06 2.6153417911700675e-06 -9.5528077963535907e-06 -3.4916448325861398e-07 6.4118798811115862e-06 1.8649945775992128e-06 -9.3399812943640764e-06 -3.843739964045549e-06 -2.0305711842638632e-06 8.5697050258204397e-06 -5.5288853836827913e-06 -7.2169168447544514e-06 5.3916292423699435e-06 -4.1643446547823261e-06 5.8654367623805439e-06 6.6567809729652558e-07 1.4281778990350531e-05 -7.8139401213977387e-06 4.7232966392130046e-06 1.592372969914357e-09 -6.0315817511134537e-06 6.5207889701923704e-07 -4.1892259722382215e-06 -4.2627453901580093e-06
leaf_weight=22 20 20 20 21 33 25 23 30 20 182 27 21 22 26 24 20 25 28 28 20 36 24 23 27 30 2073 26 175 28 22
leaf_count=22 20 20 20 21 33 25 23 30 20 182 27 21 22 26 24 20 25 28 28 20 36 24 23 27 30 2073 26 175 28 22
internal_value=0 2.3695e-08 -9.85708e-09 1.48472e-08 4.01898e-08 2.57837e-09 2.0323e-06 -3.57959e-08 -2.52671e-06 2.63107e-09 1.82703e-06 -5.08006e-08 -3.86778e-06 -3.83518e-07 8.00636e-09 2.78774e-06 -3.65179e-08 -1.26486e-06 6.51584e-08 5.71596e-09 3.92239e-08 2.86438e-06 7.32888e-06 -4.49346e-08 -1.04891e-06 1.01686e-07 -3.98887e-07 -1.0111e-06 -4.30955e-07 1.03215e-07
internal_weight=0 3099 3079 3059 3039 3018 56 2962 45 2917 83 2834 43 56 2791 44 2747 210 2537 2509 2489 72 47 2417 308 2109 281 251 225 197
internal_count=3121 3099 3079 3059 3039 3018 56 2962 45 2917 83 2834 43 56 2791 44 2747 210 2537 2509 2489 72 47 2417 308 2109 281 251 225 197
is_linear=0
shrinkage=0.1


Tree=6390
num_leaves=31
num_cat=0
split_feature=156 474 160 50 2 46 480 132 50 1185 12 12 480 480 2 2 52 2 481 2 1209 1210 1210 50 1211 1453 483 4 402 4
split_gain=2.62166e-08 3.03517e-08 1.10652e-07 2.76139e-08 1.07202e-07 4.35615e-08 3.41751e-08 3.19235e-08 6.6755e-07 3.78226e-07 4.78402e-08 8.91249e-08 3.10846e-08 4.6055e-08 4.01859e-08 1.0449e-07 2.83383e-07 1.95305e-07 2.09539e-07 9.09566e-08 1.60003e-07 1.2917e-07 1.77073e-07 7.40594e-08 1.08461e-07 7.50142e-08 1.20389e-07 8.80514e-08 3.35168e-07 1.93409e-07
threshold=0.3248100000000001 0.11147000000000001 -0.046074999999999991 0.13857500000000003 0.10402500000000002 0.10123000000000001 0.11471500000000003 -0.083284999999999984 0.092705000000000023 -0.083264999999999992 0.10911500000000002 0.091930000000000012 0.10344000000000002 0.094055000000000014 0.084415000000000004 0.083935000000000023 0.086275000000000004 0.083715000000000026 -0.085894999999999985 0.084715000000000013 -0.087199999999999986 -0.14175499999999996 -0.083289999999999989 0.11941000000000002 0.085535000000000014 -0.076894999999999977 -0.021199999999999997 -0.083644999999999983 0.042685000000000008 -0.081224999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 8 10 -9 11 -1 13 14 15 17 -17 18 -11 -16 -21 -22 -23 24 25 -20 -27 28 -28 -29
right_child=-2 2 -4 4 -6 -7 -8 9 -10 12 -12 -13 -14 -15 19 16 -18 -19 23 20 21 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=-4.6578927634932656e-07 -3.3637081761971e-06 -2.1727523497462797e-06 6.6405597565257082e-06 3.1145796934982749e-06 -5.9534320499210485e-06 4.4560168537993215e-06 3.0520672623879364e-06 -1.3198354942935774e-05 1.8517797698223149e-05 9.3732497449449376e-06 2.4331027872812265e-06 -7.2269154879509386e-06 -2.8358292998594455e-06 3.9039451894495868e-06 -5.5017010047529107e-06 1.0652474377297261e-05 -3.8072394604766845e-06 -7.810679100681103e-06 6.1308317503971915e-06 7.5839491835530199e-06 -7.0563583165039752e-06 8.5062196969532952e-06 -3.2730897906029846e-07 -5.2273580439650878e-06 5.3476109136291985e-06 -6.7521555243169686e-06 2.5811143669936551e-07 8.6932677982860758e-06 -1.4068197097003577e-05 2.7266035113956415e-07
leaf_weight=128 23 28 29 22 32 22 36 22 20 26 39 23 39 30 33 33 23 29 20 26 28 23 1698 24 42 26 89 29 20 459
leaf_count=128 23 28 29 22 32 22 36 22 20 26 39 23 39 30 33 33 23 29 20 26 28 23 1698 24 42 26 89 29 20 459
internal_value=0 2.4974e-08 2.31121e-06 -1.78789e-08 -2.25906e-06 2.26378e-08 -1.02574e-08 -4.78961e-08 1.14003e-06 -1.39645e-07 -6.89206e-07 -1.49563e-06 -3.31222e-08 8.00102e-09 -3.64732e-08 5.4418e-07 4.71366e-06 2.38563e-07 5.56152e-07 -2.99823e-07 -2.03112e-07 -3.18871e-07 -2.09255e-07 2.32817e-07 4.24123e-07 1.02526e-07 -9.09987e-08 1.99102e-07 -2.37057e-06 7.73065e-07
internal_weight=0 3098 57 3041 54 2987 2965 2929 210 2719 190 151 2697 2658 2628 820 56 764 735 1808 1775 1749 1721 709 685 643 623 597 109 488
internal_count=3121 3098 57 3041 54 2987 2965 2929 210 2719 190 151 2697 2658 2628 820 56 764 735 1808 1775 1749 1721 709 685 643 623 597 109 488
is_linear=0
shrinkage=0.1


Tree=6391
num_leaves=31
num_cat=0
split_feature=473 474 2 1429 474 43 12 130 40 4 1 4 0 4 157 40 123 52 49 49 13 15 0 16 51 160 142 151 457 124
split_gain=2.29053e-08 3.20202e-08 1.52226e-07 5.55064e-08 3.03577e-08 2.33015e-08 5.74724e-08 5.52466e-08 4.55788e-08 2.78414e-08 8.1201e-08 1.35411e-07 2.74529e-08 3.9579e-08 1.56662e-07 3.87809e-08 5.79059e-08 4.23803e-08 9.27533e-08 9.03466e-08 8.43357e-08 1.57738e-07 7.03503e-08 1.97624e-07 3.71105e-07 5.19078e-07 1.01434e-07 6.89236e-08 1.41005e-07 5.86815e-08
threshold=-0.23352999999999996 -0.090834999999999985 0.10613000000000002 -0.072014999999999982 -0.07636999999999998 -0.50775499999999985 0.092355000000000007 -0.22699999999999995 -0.16692999999999997 -0.50690499999999983 0.085605000000000014 -0.52556499999999995 0.16094000000000003 -0.39518999999999993 -0.04831499999999999 -0.084904999999999994 0.09338500000000001 -0.089199999999999988 -0.083629999999999996 -0.10069499999999999 -0.088464999999999988 -1.0000000180025095e-35 -0.14794999999999997 -0.095964999999999981 0.093135000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10737499999999998 0.091015000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -6 -7 -9 10 11 -10 13 14 -11 16 -15 18 19 -17 21 -20 23 27 25 -25 -24 -19 -29 -22
right_child=1 4 -4 -5 5 7 -8 8 9 12 -12 -13 -14 15 -16 17 -18 22 20 -21 29 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=3.3733207328623399e-06 -2.5183951993312805e-06 3.8138326220048058e-06 -8.9738951415215112e-06 4.7605752942300484e-06 -1.5836570360819638e-07 -4.8204054711694283e-06 6.3302287344413349e-06 3.9418356585695717e-06 1.2877282036545999e-06 -2.7645224894638828e-06 1.7595224432755331e-06 -9.6047314536917847e-06 -3.2889174441379513e-06 -5.7022162011356888e-06 7.3832974450738224e-06 -9.5682077396001355e-07 9.3819286538140065e-07 4.7976193371823685e-06 9.7420744799075532e-06 -9.9382808046010771e-06 3.0466891655578368e-06 -2.3745487851556391e-06 -6.8863764378572048e-06 -7.279782762866076e-07 -4.6836930860908158e-06 1.9642025291306771e-05 1.00565672428037e-07 4.7319313860940602e-07 -8.1432380086524712e-06 -1.2541451185281665e-06
leaf_weight=20 20 21 22 22 43 24 20 29 21 29 35 25 25 29 32 24 24 24 22 21 35 21 21 22 22 29 1968 109 23 339
leaf_count=20 20 21 22 22 43 24 20 29 21 29 35 25 25 29 32 24 24 24 22 21 35 21 21 22 22 29 1968 109 23 339
internal_value=0 -2.17549e-08 -2.23533e-06 1.2944e-06 2.48927e-08 -1.48918e-09 1.90151e-06 -4.20881e-08 -2.93496e-09 -4.23827e-08 -1.87028e-06 -4.63209e-06 1.01394e-08 3.96585e-08 2.55892e-06 -1.6571e-08 -2.69524e-06 3.64027e-08 -8.3491e-07 -5.14817e-06 -3.69451e-07 3.82465e-06 2.17893e-07 1.87768e-06 6.17208e-06 1.0855e-05 2.67971e-08 -1.31882e-07 -1.02815e-06 -8.51661e-07
internal_weight=0 3101 64 42 3037 3016 63 2953 2929 2900 81 46 2819 2794 61 2733 53 2680 462 45 417 43 2218 229 73 51 1989 156 132 374
internal_count=3121 3101 64 42 3037 3016 63 2953 2929 2900 81 46 2819 2794 61 2733 53 2680 462 45 417 43 2218 229 73 51 1989 156 132 374
is_linear=0
shrinkage=0.1


Tree=6392
num_leaves=31
num_cat=0
split_feature=142 11 34 13 34 123 9 13 2 39 147 147 457 16 16 16 403 1213 43 133 402 403 403 133 39 132 1 1204 132 393
split_gain=2.57535e-08 4.69899e-08 3.62183e-08 7.83468e-08 4.12737e-08 1.14228e-07 8.87707e-08 1.00574e-07 9.25695e-08 1.92024e-07 4.98429e-08 3.5034e-08 2.79473e-08 3.25174e-08 8.63077e-08 8.37465e-08 1.77768e-07 1.7077e-07 7.13247e-07 1.14404e-06 1.79295e-07 1.5443e-07 1.47508e-07 1.26793e-07 8.151e-08 8.96293e-08 6.23194e-07 4.6246e-07 2.15392e-07 9.68235e-08
threshold=-0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.084475000000000008 0.091600000000000015 -0.0039049999999999992 -1.0000000180025095e-35 0.085530000000000009 0.099230000000000013 0.093875000000000014 0.41022000000000008 -0.083134999999999987 -0.08231999999999999 -0.087989999999999985 -1.0000000180025095e-35 -0.083944999999999978 -0.0047449999999999992 -0.093189999999999981 0.10607000000000001 -0.082599999999999993 -0.0044549999999999998 -0.085499999999999979 0.11402500000000002 -0.083284999999999984 0.089475000000000013 -0.082199999999999981 -0.09057999999999998 0.091220000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 8 -8 9 -6 11 12 13 15 -15 17 21 18 22 -20 -19 -17 -10 -18 25 26 28 -27 -16 -29
right_child=1 2 4 -5 6 -7 7 -9 10 -11 -12 -13 -14 14 24 16 23 20 19 -21 -22 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=3.2631408345196181e-06 -4.630430765928395e-06 1.8649661197659126e-06 8.7553950424990029e-06 -6.0488375711115784e-06 1.0707034198276234e-05 -1.0011273874018419e-06 2.1874846745297627e-07 -9.4563804302489592e-06 -1.2161603694949009e-05 -2.2271622128755553e-06 3.8636205455545813e-06 -3.9322453453085316e-06 3.4580601293229217e-06 5.0489885198759217e-06 1.8880865864395089e-06 -2.4052298424802049e-06 -2.8420066947936512e-06 -3.6272288082101392e-07 1.1216680887269886e-07 3.0422165954178125e-05 -9.5354223565829514e-06 6.9914791943712931e-06 -1.6175833555583571e-07 -1.2747249868046615e-05 -5.3490692868796979e-06 -1.348690477971104e-05 1.7551951304994873e-05 1.2944541523172622e-07 -1.0120377041857864e-05 6.9626375707663282e-06
leaf_weight=24 22 22 20 29 24 30 22 21 20 22 33 23 23 36 59 73 28 679 33 20 22 23 21 24 27 25 23 1652 20 21
leaf_count=24 22 22 20 29 24 30 22 21 20 22 33 23 23 36 59 73 28 679 33 20 22 23 21 24 27 25 23 1652 20 21
internal_value=0 -2.5289e-08 7.65838e-09 -2.63504e-06 5.22277e-08 2.90148e-06 4.32497e-09 -4.50631e-06 7.04995e-08 4.52111e-06 -4.63524e-10 -4.51742e-08 -1.3572e-08 -4.2028e-08 2.00166e-07 -5.20509e-07 -2.70465e-06 -1.13902e-07 3.88847e-06 1.15499e-05 -6.50596e-07 -1.53935e-07 -6.01534e-06 -7.41366e-06 1.04623e-07 1.86428e-07 3.06553e-06 1.34786e-08 -1.15203e-06 2.15218e-07
internal_weight=0 3097 3075 51 3024 50 2974 43 2931 46 2885 2852 2829 2806 1863 943 148 795 94 53 701 96 41 52 1827 1800 102 1698 79 1673
internal_count=3121 3097 3075 51 3024 50 2974 43 2931 46 2885 2852 2829 2806 1863 943 148 795 94 53 701 96 41 52 1827 1800 102 1698 79 1673
is_linear=0
shrinkage=0.1


Tree=6393
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 4 4 33 12 12 0 12 43 52 133 1210 1213 1209 43 12 133 14 403 133 403 12 1210 43 11 1212 1212
split_gain=2.73178e-08 1.29574e-07 5.28308e-08 2.29352e-08 4.24119e-08 2.85428e-08 2.63381e-08 2.51196e-08 2.22705e-07 3.04327e-07 2.01839e-07 7.8824e-08 2.41247e-07 5.82653e-07 1.90252e-07 9.5221e-08 2.30354e-07 1.82491e-07 7.52072e-08 3.18413e-07 8.78628e-08 7.5004e-08 7.49091e-08 1.80507e-07 6.87044e-08 1.6032e-07 1.5209e-07 7.8578e-08 6.91214e-08 9.92595e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23123999999999997 0.62931500000000018 0.6227450000000001 -0.018454999999999996 0.088245000000000004 0.088615000000000013 -0.086554999999999979 0.088045000000000012 0.0034250000000000005 0.084505000000000011 -0.022174999999999997 -0.094799999999999982 -0.090764999999999985 -0.077594999999999983 -0.0051099999999999991 0.089005000000000015 -0.006494999999999999 0.077685000000000018 0.090990000000000015 -0.085499999999999979 0.035175000000000005 0.087445000000000009 -0.052634999999999994 -0.081674999999999984 0.077695000000000014 0.087615000000000012 0.041590000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 -5 10 9 -9 11 14 -13 -14 -8 17 -17 -16 19 -10 -20 22 23 -18 25 -24 -26 28 29 -27
right_child=1 3 -4 4 -6 -7 7 8 18 -11 -12 12 13 -15 15 16 21 -19 20 -21 -22 -23 24 -25 26 27 -28 -29 -30 -31
leaf_value=-4.8304581727269034e-07 7.9084403945931375e-06 3.1699388510669054e-06 -5.1296968763381308e-06 3.5442355943987857e-06 -3.4112202835482701e-06 3.8073082384926242e-06 9.3295901913072825e-06 -1.91206688668899e-06 4.9457233262728548e-06 1.3087041568195997e-05 -9.1959880010108476e-06 6.7213928784208108e-07 4.2942555682422995e-07 -2.1201289819146044e-05 5.2111225877818089e-07 1.0039888311142853e-05 2.2885764747115898e-06 -1.1730973556041136e-05 8.9038108071365412e-08 -1.0116467007748043e-05 6.4699363840438978e-06 5.2548111153345635e-06 -9.0856538849948259e-06 -1.1146730076916356e-05 -1.4873948828153516e-06 1.2284871345810838e-07 8.1973229393108871e-06 -4.4014016731352969e-06 -3.911174141050163e-06 6.6314383493211913e-06
leaf_weight=194 21 23 28 21 36 20 22 24 25 31 25 96 33 20 31 23 20 20 1129 32 22 26 20 20 34 989 31 40 41 24
leaf_count=194 21 23 28 21 36 20 22 24 25 31 25 96 33 20 31 23 20 20 1129 32 22 26 20 20 34 989 31 40 41 24
internal_value=0 8.18734e-08 -1.06911e-06 2.4765e-08 -5.72614e-10 4.2983e-08 1.60854e-08 -1.05853e-08 3.18755e-07 6.54198e-06 -2.85144e-07 -1.35633e-07 -2.31765e-06 -7.73311e-06 1.06813e-07 -4.70169e-08 1.23383e-07 -4.28363e-06 3.54129e-08 -3.51024e-06 2.11001e-07 -5.98135e-08 -1.73169e-07 -4.42908e-06 -2.87785e-08 -2.13174e-07 3.13147e-06 -5.0971e-08 1.14131e-07 2.7705e-07
internal_weight=0 2899 222 2878 2855 2819 2799 2778 1263 55 1515 1490 149 53 1341 1319 1268 51 1208 57 1151 1245 1219 40 1179 1114 65 1094 1054 1013
internal_count=3121 2899 222 2878 2855 2819 2799 2778 1263 55 1515 1490 149 53 1341 1319 1268 51 1208 57 1151 1245 1219 40 1179 1114 65 1094 1054 1013
is_linear=0
shrinkage=0.1


Tree=6394
num_leaves=31
num_cat=0
split_feature=160 483 479 481 42 42 4 3 1210 43 1210 50 484 483 1 12 39 12 12 12 3 3 124 12 42 16 12 0 41 33
split_gain=2.26227e-08 4.21276e-08 2.88421e-08 3.13565e-08 2.80984e-08 1.11844e-07 7.94205e-08 1.39607e-07 1.20285e-07 1.3145e-07 9.24637e-08 7.70248e-08 7.37996e-08 2.17763e-07 1.33962e-07 1.07316e-07 1.43219e-07 1.22274e-07 1.05894e-07 1.20324e-07 9.3708e-08 7.36394e-08 5.12171e-08 4.67991e-08 4.63849e-08 5.10016e-08 1.24888e-07 7.13386e-08 4.60445e-08 1.03721e-07
threshold=0.62940000000000007 -0.47181499999999993 0.11469500000000001 0.11290000000000001 0.094365000000000018 0.095185000000000006 -0.082594999999999988 -0.094874999999999987 -0.064799999999999983 -0.03898999999999999 -0.00046999999999999993 -0.099524999999999988 -0.079429999999999987 0.10143000000000001 0.14754500000000001 0.094375000000000014 0.085970000000000005 0.095935000000000006 0.096830000000000013 0.098810000000000023 -0.077354999999999993 -0.072624999999999981 1.0000000180025095e-35 0.11232500000000002 0.091735000000000025 0.40737000000000007 0.09334000000000002 -0.083389999999999978 0.088520000000000015 -0.0066799999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 24 -6 7 -7 9 -8 -10 -12 -13 14 15 16 20 -17 -19 -20 -14 -21 -18 -23 28 26 27 -26 29 -3
right_child=-2 2 -4 -5 5 6 8 -9 10 -11 11 12 13 -15 -16 17 22 18 19 21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.5968600306878213e-06 -3.2711210354006784e-06 6.1470519169772707e-06 -3.70087696605229e-06 3.618183540510245e-06 6.5788376195996534e-06 -2.8507261358104835e-07 9.7915408787230278e-07 9.6172990538434543e-06 6.8481750834810853e-06 -9.8976623994531107e-06 4.8956871675424434e-06 5.3645959572653135e-06 2.1971731484882187e-06 -9.1856884612947662e-06 7.9415083123990378e-06 -8.6126148530070176e-06 -4.1170021436048251e-06 4.1367954978458361e-06 -8.5772090751561351e-06 2.9161298644954942e-06 1.0359416754371607e-05 -6.5674422330630483e-06 2.1945373424614445e-06 -4.0413981098806421e-07 -6.151236173972046e-06 -6.7731481857435943e-06 5.1012163922954965e-06 1.2272899380150194e-06 -4.0945973604980938e-06 -8.6549260684708116e-08
leaf_weight=20 21 27 21 24 30 35 20 24 21 25 30 21 39 28 20 25 36 31 25 34 22 22 20 28 38 20 23 20 28 2343
leaf_count=20 21 27 21 24 30 35 20 24 21 25 30 21 39 28 20 25 36 31 25 34 22 22 20 28 38 20 23 20 28 2343
internal_value=0 2.21578e-08 -7.54805e-09 1.78066e-08 -1.06642e-08 6.46331e-07 2.94601e-07 3.74301e-06 -1.60558e-07 -5.06352e-06 3.88281e-07 3.22243e-08 -3.83456e-07 -7.49241e-07 3.29457e-08 -5.27945e-07 1.78868e-06 -2.17064e-06 -1.02029e-06 -2.48699e-06 5.14093e-06 -6.74419e-07 -1.86288e-06 -3.11599e-06 -1.5158e-07 -2.25085e-06 -1.13424e-06 -3.60692e-06 -6.31623e-08 -1.55336e-08
internal_weight=0 3100 3080 3059 3035 536 506 59 447 45 402 381 351 330 302 282 117 165 140 109 61 84 56 50 2499 101 81 58 2398 2370
internal_count=3121 3100 3080 3059 3035 536 506 59 447 45 402 381 351 330 302 282 117 165 140 109 61 84 56 50 2499 101 81 58 2398 2370
is_linear=0
shrinkage=0.1


Tree=6395
num_leaves=31
num_cat=0
split_feature=142 45 3 147 1429 156 1429 448 40 130 157 155 475 1429 474 50 50 132 1203 1185 1 1427 150 52 447 157 156 150 157 2
split_gain=2.10764e-08 4.20266e-08 3.75956e-07 3.01901e-08 2.91203e-08 6.60592e-08 5.225e-08 4.16645e-08 2.9127e-08 3.39679e-08 2.78947e-08 3.07688e-08 3.28423e-08 2.70167e-08 3.42813e-08 4.54081e-08 3.15776e-08 3.41374e-08 5.90319e-07 3.4103e-07 5.49525e-08 4.62095e-08 7.32987e-08 1.50915e-07 1.11765e-07 4.4009e-08 5.68909e-08 4.77703e-08 5.44661e-08 2.77902e-07
threshold=-0.057499999999999989 0.083445000000000005 0.096675000000000011 0.099730000000000027 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 -0.087399999999999992 -0.24290999999999999 -0.22229499999999999 0.41580000000000006 0.11562500000000002 0.058495000000000012 0.11023000000000001 0.11134000000000001 0.13857500000000003 0.12213000000000002 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.088135000000000005 0.089335000000000012 0.12640500000000002 -0.020999999999999994 0.09290000000000001 0.088145000000000015 0.10541000000000002 0.116995 -0.087424999999999989 0.087470000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -6 -8 -9 -10 11 12 13 14 15 16 17 18 20 -19 -11 22 24 -24 25 27 -27 28 29 -21
right_child=1 2 -4 -5 5 -7 7 8 9 10 -12 -13 -14 -15 -16 -17 -18 19 -20 21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=2.9519945209462623e-06 3.7021915886725766e-06 -1.3518691534386563e-05 4.1815042413873017e-06 3.0325365993590052e-06 4.7516699613998245e-06 -5.7625695990282113e-06 -3.9433973883946975e-06 -3.8001648817953538e-06 3.7756767634770462e-06 2.6076132351354067e-07 2.9814623442894853e-06 -2.8240497205190016e-06 3.0483017527720745e-06 -3.1820357350995813e-06 4.1217510215574292e-06 -3.5615378206128098e-06 2.0796892202036412e-06 -1.2540903976927937e-05 1.7512167328277429e-05 4.1774347153022974e-06 -4.1511077945090491e-06 3.802389627132412e-06 2.0019860146801094e-06 -9.7231682562066815e-06 7.436141572441102e-06 -5.0661209819042757e-06 8.419739068748251e-07 -4.1005171949239286e-06 1.4604202556492014e-07 -8.4707420503611112e-06
leaf_weight=24 21 20 30 33 23 20 27 20 24 146 31 39 35 27 20 36 72 22 20 32 35 31 21 23 20 39 28 28 2136 38
leaf_count=24 21 20 30 33 23 20 27 20 24 146 31 39 35 27 20 36 72 22 20 32 35 31 21 23 20 39 28 28 2136 38
internal_value=0 -2.28806e-08 -2.89857e-06 2.43083e-08 -8.62851e-09 -3.4665e-08 3.86782e-09 -3.31489e-08 2.97036e-09 2.91718e-08 -2.05995e-09 -3.45351e-08 4.19438e-09 -3.42136e-08 -3.27397e-09 -3.35272e-08 1.36703e-08 -4.31275e-08 1.20908e-06 -1.47219e-07 -5.92363e-07 -3.3421e-08 -8.37001e-08 -4.12707e-06 -7.04852e-09 -7.17438e-08 -2.59707e-06 3.99328e-09 5.60904e-08 -2.68872e-06
internal_weight=0 3097 50 3047 3014 2993 2973 2950 2923 2903 2879 2848 2809 2774 2747 2727 2691 2619 201 2418 181 2396 2365 44 2321 2301 67 2234 2206 70
internal_count=3121 3097 50 3047 3014 2993 2973 2950 2923 2903 2879 2848 2809 2774 2747 2727 2691 2619 201 2418 181 2396 2365 44 2321 2301 67 2234 2206 70
is_linear=0
shrinkage=0.1


Tree=6396
num_leaves=31
num_cat=0
split_feature=132 1185 1203 13 16 15 1204 2 12 16 40 130 12 0 12 1456 42 471 1429 474 474 474 155 1 155 155 403 403 403 1212
split_gain=2.47723e-08 1.45808e-07 7.19127e-08 2.50158e-08 3.96441e-08 3.22161e-08 2.50338e-08 4.67019e-08 2.95137e-08 2.67776e-08 2.32443e-08 6.24441e-08 4.14355e-08 6.8599e-08 2.30476e-08 4.28215e-08 3.87302e-08 3.41232e-08 3.74501e-08 8.98371e-08 5.11397e-08 5.92407e-08 5.80876e-08 1.94482e-07 4.18538e-08 4.59251e-08 2.93894e-08 1.01766e-07 1.18428e-07 8.48395e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.051094999999999995 -0.095094999999999985 -0.091964999999999977 -0.082884999999999986 0.084415000000000004 0.087625000000000022 -0.073404999999999984 -0.24620999999999996 -0.22699999999999995 0.13043000000000002 -0.040504999999999992 0.11586 0.11510000000000002 0.10369500000000002 0.094575000000000006 0.12451000000000002 -0.26322499999999993 -0.14697499999999997 -0.090834999999999985 0.11245500000000001 0.10389500000000002 0.10683000000000002 0.093115000000000017 0.072365000000000027 0.035175000000000005 0.0033700000000000002 -0.088009999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 8 -8 -7 -9 -3 -12 14 -14 15 17 -16 18 19 -13 -21 -22 24 -24 25 26 27 28 29 -23
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leaf_value=2.3743013273282301e-06 8.3803415604745087e-06 3.414642731058848e-06 -5.7555734006850147e-06 -4.4784872707168687e-06 3.5603927130978263e-06 -1.7732737978803927e-06 -5.766592860823039e-06 2.3824600847629803e-06 3.3805930002017703e-06 -2.179286985342661e-06 -5.3134820683970414e-06 -6.382160723784513e-06 7.2302190433436493e-06 -4.5421006339333527e-07 2.6009127993718185e-07 3.3127337275847167e-06 -5.5459051691286738e-06 -3.2206287593880639e-06 4.2211456578418923e-06 5.072151489002863e-06 -4.5788221232864352e-06 -5.1089958587373775e-06 1.0000674001275912e-05 -2.0766314749683566e-06 -4.4693471230467754e-06 3.6106285337414849e-06 9.4730211597177715e-07 -5.4313072476633002e-06 6.5109516779355343e-06 -7.347994612645152e-08
leaf_weight=29 21 20 28 25 20 20 22 22 25 31 22 22 21 26 27 39 20 33 21 20 28 34 24 30 21 35 270 36 27 2102
leaf_count=29 21 20 28 25 20 20 22 22 25 31 22 22 21 26 27 39 20 33 21 20 28 34 24 30 21 35 270 36 27 2102
internal_value=0 7.79627e-08 -1.01809e-06 -3.34325e-07 -8.10387e-07 -1.55369e-07 -7.74662e-07 -1.89345e-06 1.08999e-06 -2.85732e-07 1.73824e-08 -6.39128e-09 3.4778e-08 2.97926e-06 -1.48422e-08 2.27939e-08 -2.21055e-06 -2.46747e-08 1.48258e-08 -1.85199e-08 3.47729e-08 -3.87211e-09 4.57978e-08 3.29106e-06 -2.36059e-08 1.36787e-08 -3.73109e-08 -1.58205e-07 -7.04415e-08 -1.53633e-07
internal_weight=0 2899 222 194 165 140 120 75 45 53 2878 2858 2836 47 2789 2742 47 2703 2670 2649 2627 2607 2579 54 2525 2504 2469 2199 2163 2136
internal_count=3121 2899 222 194 165 140 120 75 45 53 2878 2858 2836 47 2789 2742 47 2703 2670 2649 2627 2607 2579 54 2525 2504 2469 2199 2163 2136
is_linear=0
shrinkage=0.1


Tree=6397
num_leaves=31
num_cat=0
split_feature=473 16 3 1420 128 4 4 132 15 394 50 131 132 52 12 1213 401 0 402 43 128 402 1209 402 52 1208 402 1212 16 1212
split_gain=2.24876e-08 2.21024e-08 1.49022e-07 8.03725e-08 2.48888e-08 5.12423e-08 6.18971e-08 3.87987e-08 7.47009e-07 3.56729e-07 8.1419e-08 4.54298e-08 3.89874e-08 3.43079e-08 3.58786e-08 3.68413e-08 3.04201e-08 8.81846e-08 7.42044e-08 6.03235e-08 3.52078e-08 3.6172e-08 8.65907e-08 3.52148e-08 3.63778e-07 1.09092e-07 5.86762e-08 4.11486e-08 1.46814e-07 1.25184e-07
threshold=-0.23352999999999996 0.63636000000000015 -0.094874999999999987 1.0000000180025095e-35 0.10979500000000002 -0.079329999999999984 0.010840000000000001 -0.083284999999999984 0.091650000000000023 0.11233000000000001 0.08461500000000001 0.13695500000000002 0.13831000000000002 0.090645000000000017 0.086305000000000007 0.085835000000000009 -0.13200999999999999 -0.071924999999999989 -0.43418999999999991 0.05259500000000001 0.10614000000000001 -0.10770499999999998 0.091045000000000001 -0.088494999999999976 0.084960000000000022 0.10233500000000001 0.15960500000000002 -0.092474999999999988 -0.091354999999999978 -0.064959999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 -6 -7 8 10 11 13 12 16 14 -2 -16 17 19 -18 -9 21 22 -20 24 -23 26 27 28 -25 -29
right_child=1 2 -4 -5 5 6 -8 9 -10 -11 -12 -13 -14 -15 15 -17 18 -19 20 -21 -22 23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=3.3424187199671001e-06 1.7600130371274412e-06 3.906590501918056e-06 -7.2761483776363243e-06 6.3303854085461363e-06 2.2753619350623924e-06 -7.1496906166430574e-06 2.1466063507042626e-07 3.7902019465989381e-06 1.7903923718579997e-05 -1.3390718199843834e-05 -6.9184087760731932e-06 4.1733537098200306e-06 -4.3187408653552881e-06 3.3374449496174446e-06 -5.9267007128045623e-07 -5.0466165222272917e-06 -5.4693581695346445e-06 7.6739099006317699e-06 7.3883702332915904e-06 -3.3559544194590504e-06 4.1843653389150865e-06 -8.4866395526832275e-06 -5.3389735389705365e-07 8.9526128541048973e-06 7.9920232911674607e-06 6.6817951316503853e-06 -4.4161965507232854e-06 -5.8886914094064451e-06 -3.2513597376188926e-07 -2.5260045753043465e-08
leaf_weight=20 39 22 26 20 20 25 21 21 24 20 20 26 21 24 65 26 25 20 22 27 20 37 37 23 21 24 31 37 66 2291
leaf_count=20 39 22 26 20 20 25 21 21 24 20 20 26 21 24 65 26 25 20 22 27 20 37 37 23 21 24 31 37 66 2291
internal_value=0 -2.15524e-08 -2.15073e-06 1.1923e-08 -2.97417e-08 -1.95041e-06 -3.7877e-06 1.2983e-08 1.3653e-06 -8.37158e-08 -9.15888e-07 1.30976e-08 -2.66258e-08 -1.3634e-07 -7.77654e-07 -1.86523e-06 6.73263e-09 2.09502e-06 -4.71792e-08 -2.29511e-07 4.77725e-09 -2.751e-08 2.42017e-06 -8.45903e-08 -2.52023e-06 -2.74435e-08 -9.32203e-08 -3.77746e-08 2.07248e-06 -1.1845e-07
internal_weight=0 3101 48 3053 3033 66 46 2967 198 2769 174 2749 2723 154 130 91 2702 68 2634 48 2609 2589 59 2530 58 2472 2448 2417 89 2328
internal_count=3121 3101 48 3053 3033 66 46 2967 198 2769 174 2749 2723 154 130 91 2702 68 2634 48 2609 2589 59 2530 58 2472 2448 2417 89 2328
is_linear=0
shrinkage=0.1


Tree=6398
num_leaves=31
num_cat=0
split_feature=394 1208 1208 1208 1209 1212 1212 1209 401 1209 1213 401 42 42 4 1213 42 12 1185 401 391 129 130 3 3 3 3 0 40 43
split_gain=2.50779e-08 2.20227e-08 3.27889e-08 2.72201e-08 4.03101e-08 2.81956e-08 4.40075e-08 2.20011e-07 1.27566e-07 4.80831e-08 2.59403e-08 2.54509e-07 2.33973e-07 5.16314e-07 2.52215e-07 2.06576e-07 1.18461e-07 1.05476e-07 3.73995e-08 3.35894e-08 1.22296e-07 6.43481e-08 4.01076e-08 3.3566e-08 1.47073e-07 1.08817e-07 1.05575e-07 8.38176e-08 1.58461e-07 8.21215e-08
threshold=0.15288500000000002 0.12461500000000002 0.10837500000000001 0.092250000000000013 -0.092099999999999987 -0.44605499999999992 -0.092474999999999988 -0.084519999999999984 0.097145000000000023 -0.067109999999999989 -0.084954999999999989 0.113945 0.086950000000000013 0.088295000000000012 -0.082594999999999988 -0.10863999999999999 0.092860000000000012 0.08598500000000002 0.093750000000000014 0.10632500000000002 -0.087114999999999984 -0.075474999999999987 0.13302000000000003 -0.082234999999999989 -0.082404999999999992 -0.082039999999999988 -0.082594999999999988 0.10455500000000001 -1.0000000180025095e-35 0.062770000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 8 -8 -7 -9 12 18 14 -14 17 -16 -15 -11 19 20 -12 -22 23 24 26 -25 -23 29 -29 -27
right_child=-2 -3 -4 -5 5 6 7 9 -10 10 11 -13 13 16 15 -17 -18 -19 -20 -21 21 22 -24 25 -26 27 -28 28 -30 -31
leaf_value=3.7091305126397919e-06 2.9792615285779384e-06 -3.3345674182783117e-06 3.7561105077953551e-06 -2.7672919334994123e-06 -2.8188760975803957e-06 -3.5341977400094039e-07 -9.0488508383849109e-06 4.3870463705388832e-06 8.78428414497731e-06 8.4453783279059275e-06 -7.7976613238206482e-06 -1.1329973694955698e-05 1.6722011715641061e-05 -6.0233733047030199e-06 -1.2038833139503487e-06 -1.5100055954064828e-05 4.4997216718911657e-06 -1.2140982025681088e-06 -4.1126381393106406e-06 3.6041344354377822e-06 5.5652444383927761e-06 3.4098374625076274e-07 4.0757990637037748e-06 -6.7532244985867547e-06 7.4197648716327766e-06 2.2657252504687041e-07 -6.9956773617718682e-06 1.5130772415735314e-06 -9.8627500892689579e-06 -1.9861799729771803e-06
leaf_weight=29 28 20 23 36 36 50 27 25 22 20 20 20 26 23 23 20 20 26 22 26 21 1016 24 26 29 1199 20 24 25 195
leaf_count=29 28 20 23 36 36 50 27 25 22 20 20 20 26 23 23 20 20 26 22 26 21 1016 24 26 29 1199 20 24 25 195
internal_value=0 -2.69758e-08 -5.44898e-09 -3.38148e-08 -1.16548e-09 -3.72119e-08 -3.25466e-09 -6.43661e-08 2.43866e-06 2.07501e-08 -1.78897e-08 -9.16454e-08 1.22709e-06 5.59752e-06 -2.16123e-06 -7.66722e-06 -1.12891e-06 2.98567e-06 -6.73166e-09 2.76797e-08 -8.09856e-09 5.23091e-08 7.0504e-09 -3.14855e-08 3.95962e-07 -3.41377e-07 1.99349e-07 -2.25849e-07 -4.29092e-06 -8.29589e-08
internal_weight=0 3093 3073 3050 3014 2985 2949 2877 72 2850 2825 2667 158 69 89 43 43 46 2647 2625 2599 2579 2558 2534 1065 1469 1036 1443 49 1394
internal_count=3121 3093 3073 3050 3014 2985 2949 2877 72 2850 2825 2667 158 69 89 43 43 46 2647 2625 2599 2579 2558 2534 1065 1469 1036 1443 49 1394
is_linear=0
shrinkage=0.1


Tree=6399
num_leaves=31
num_cat=0
split_feature=1206 1210 132 1185 15 1186 132 403 132 2 13 132 133 2 43 1212 1213 403 43 12 51 4 4 3 12 42 52 4 3 391
split_gain=2.2575e-08 2.45511e-08 2.19784e-08 1.24384e-07 6.56307e-08 5.43236e-08 3.77511e-08 3.75293e-08 2.68957e-08 7.69799e-08 4.308e-08 2.55411e-08 2.29501e-08 3.62613e-08 2.70831e-08 1.05701e-07 1.62351e-07 1.49089e-07 9.70167e-08 9.41673e-08 8.76408e-08 8.2118e-08 2.91796e-07 4.99345e-08 6.29269e-08 9.82183e-08 4.50305e-08 5.62935e-08 3.49334e-08 3.33534e-08
threshold=1.0000000180025095e-35 0.24726500000000004 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.085749999999999979 -0.088034999999999988 -0.41094499999999995 0.10136500000000002 0.056795000000000005 -0.1075 -0.50375999999999987 0.089775000000000008 0.0034250000000000005 -0.073259999999999978 -0.020279999999999996 0.072365000000000027 0.0010100000000000003 0.096210000000000004 0.089355000000000004 -0.07712999999999999 -0.082249999999999976 -0.071329999999999991 0.095175000000000023 0.08511500000000001 -1.0000000180025095e-35 0.181285 -0.091054999999999983 -0.086514999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 10 11 -9 -10 13 -5 18 17 19 -16 29 -17 21 22 28 24 25 -23 -25 -28 -18 -14
right_child=-2 -3 3 12 -6 -7 -8 8 9 -11 -12 -13 14 -15 15 16 20 -19 -20 -21 -22 23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-3.8287173923051274e-06 -3.3489052464119596e-06 3.1427009848812308e-06 7.7385427652015571e-06 4.5327839353197828e-06 -5.7887723837666282e-06 -5.1570459082280907e-06 3.8233085115280119e-06 -1.0216794655093508e-06 3.4210774086002655e-06 -5.7751553330573109e-06 5.324217528615681e-06 -7.26141287974301e-07 4.0054663324034277e-06 -8.2596806617837741e-07 -1.1786432369262913e-05 8.5380008416298853e-06 -1.7793315909448607e-06 4.237547463503688e-07 7.0313194521531848e-06 -1.9301684179005123e-07 3.7843060439509799e-06 4.5528670376543667e-06 -1.0865129290418976e-05 1.5735564180171685e-06 5.2977551855421399e-06 -4.3045577483773683e-06 -7.7667947390512967e-06 -1.152631528883273e-06 3.7321892092301784e-06 2.6479466871705597e-09
leaf_weight=26 20 25 21 28 25 21 25 20 27 22 23 33 21 23 20 30 23 20 20 21 31 21 38 21 26 31 22 31 23 2383
leaf_count=26 20 25 21 28 25 21 25 20 27 22 23 33 21 23 20 30 23 20 20 21 31 21 38 21 26 31 22 31 23 2383
internal_value=0 2.16013e-08 -3.76524e-09 7.07859e-08 -9.62184e-07 -3.49672e-07 2.23935e-07 -3.71988e-07 3.47011e-07 -7.15207e-07 2.37264e-06 1.14011e-06 1.39476e-08 2.11609e-06 -2.45892e-08 -8.36476e-07 -2.27059e-07 -5.68134e-06 9.53182e-08 4.94288e-06 -1.21457e-06 -1.87121e-06 -4.38047e-06 -4.84512e-07 1.2809e-06 -7.27521e-07 -2.34536e-06 -3.89813e-06 9.76429e-07 3.76143e-08
internal_weight=0 3101 3076 2854 222 197 176 151 125 82 43 60 2833 51 2782 358 318 40 2424 51 267 236 84 152 78 52 74 53 46 2404
internal_count=3121 3101 3076 2854 222 197 176 151 125 82 43 60 2833 51 2782 358 318 40 2424 51 267 236 84 152 78 52 74 53 46 2404
is_linear=0
shrinkage=0.1


Tree=6400
num_leaves=31
num_cat=0
split_feature=402 1212 401 401 3 1213 1213 1210 1213 16 15 12 3 1185 1447 1447 13 2 402 1183 129 401 1210 1210 12 1210 13 403 15 403
split_gain=2.0256e-08 4.57947e-08 3.7748e-08 2.1938e-08 2.93128e-07 2.71636e-08 1.09461e-07 1.53989e-07 6.97698e-08 4.87969e-08 6.8775e-08 6.40761e-08 4.16587e-08 3.79028e-08 3.02043e-08 1.89559e-07 1.57019e-07 2.85935e-07 1.13002e-07 2.52502e-08 3.44152e-08 7.2512e-08 3.29434e-08 3.64172e-08 1.96572e-07 4.36617e-08 5.31459e-08 4.04047e-08 8.71829e-08 4.67256e-08
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 0.11602000000000001 -0.078724999999999976 -0.09411499999999999 -0.088159999999999974 -0.13847499999999999 -0.086394999999999986 -0.079734999999999986 0.088345000000000021 0.087005000000000013 -0.078244999999999995 0.093750000000000014 -0.085684999999999997 -0.086304999999999979 -0.081829999999999986 0.086330000000000004 0.10842 -0.073809999999999973 -0.077709999999999987 0.10387 -0.081369999999999984 -0.064344999999999999 0.087765000000000024 -0.0084249999999999985 -0.043669999999999994 -0.52445499999999989 0.088235000000000022 -0.44023999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 9 -7 -8 -9 10 11 -1 -11 14 15 16 17 -10 19 -16 -21 22 -22 24 -24 26 -25 28 -27 -29
right_child=-2 -3 -4 4 -6 6 7 8 13 12 -12 -13 -14 -15 18 -17 -18 -19 -20 20 21 -23 23 25 -26 27 -28 29 -30 -31
leaf_value=2.3035862913082274e-06 3.0952929678495002e-06 -4.6749182185327047e-06 3.96118733002974e-06 -1.1178175880104392e-05 5.2139125308177846e-06 -5.6077310471534605e-06 7.3982861895923892e-06 -4.69714464905735e-06 -1.2167571894085838e-05 -4.1271382087870736e-06 -1.3524340993171792e-06 9.4768050894344929e-06 2.113201991278402e-06 -4.1354763817997247e-06 2.6944241673325969e-06 9.9719713551332298e-06 5.0706740276902051e-06 1.8254050360866358e-06 -6.5987048139084865e-06 -3.3215380602585711e-06 -3.1085807108865994e-06 6.0282227445895846e-06 1.047860432208836e-05 -6.0889792939414854e-06 -1.9491763240304343e-06 -1.9995186357846249e-06 4.367265091786976e-07 -3.5539505473492241e-06 6.7824682866138086e-06 2.7954127364998819e-08
leaf_weight=33 21 21 24 20 24 35 28 32 23 23 25 20 20 22 35 22 35 40 26 31 34 20 20 26 35 20 24 37 26 2319
leaf_count=33 21 21 24 20 24 35 28 32 23 23 25 20 20 22 35 22 35 40 26 31 34 20 20 26 35 20 24 37 26 2319
internal_value=0 -2.09658e-08 1.0776e-08 -2.02583e-08 -2.23704e-06 1.21357e-08 -4.93228e-08 1.88188e-08 -5.42711e-08 1.48003e-06 2.97107e-06 5.01046e-06 -1.22465e-06 -1.11477e-09 3.16858e-08 1.58349e-06 -2.99636e-07 -3.28314e-06 -3.85052e-08 2.64225e-08 -9.60371e-09 3.04861e-08 -1.67216e-08 2.52103e-08 2.57002e-06 -3.18714e-08 -2.95664e-06 2.90105e-08 2.96421e-06 -2.82982e-08
internal_weight=0 3100 3079 3055 44 3011 2890 2855 2827 121 78 53 43 2795 2773 120 98 63 2653 2627 2592 2561 2541 2507 55 2452 50 2402 46 2356
internal_count=3121 3100 3079 3055 44 3011 2890 2855 2827 121 78 53 43 2795 2773 120 98 63 2653 2627 2592 2561 2541 2507 55 2452 50 2402 46 2356
is_linear=0
shrinkage=0.1


Tree=6401
num_leaves=31
num_cat=0
split_feature=402 16 1211 1210 401 15 132 1204 15 52 402 15 13 1456 131 159 481 1213 160 42 42 2 15 1208 1447 1447 1446 42 1452 1447
split_gain=2.10138e-08 7.92094e-08 5.98285e-08 4.8714e-08 3.24826e-08 3.46344e-08 4.51872e-07 7.94213e-07 1.41127e-07 2.98594e-07 1.17531e-07 1.61414e-07 2.60907e-07 9.2647e-08 1.02895e-07 5.12476e-07 2.74422e-07 1.45428e-07 1.08066e-07 1.47185e-07 1.09716e-07 1.05638e-07 9.7704e-08 5.78382e-08 4.85423e-08 2.59198e-07 1.34161e-07 1.81925e-07 5.10046e-08 1.5706e-07
threshold=-0.45454999999999995 -0.072359999999999994 0.11236000000000002 0.15724500000000002 -0.099524999999999988 0.091650000000000023 -0.083284999999999984 -1.0000000180025095e-35 0.090750000000000011 0.016565000000000003 -0.087759999999999991 0.093575000000000019 -0.047864999999999991 0.04871000000000001 0.08956500000000002 -0.10296999999999999 -0.07496499999999999 -0.082414999999999974 -0.054789999999999998 0.089015000000000025 0.090545000000000014 0.093840000000000021 0.13592500000000005 0.10233500000000001 -0.086359999999999978 -0.085804999999999979 0.085345000000000018 0.084695000000000006 0.082765000000000019 -0.084334999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 8 -7 -8 23 -10 -9 12 -12 14 16 -16 -13 -18 20 21 -19 -20 -21 24 26 -26 27 -6 29 -27
right_child=3 2 -4 -5 5 6 7 10 9 -11 11 13 -14 -15 15 -17 17 18 19 22 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-2.1881873899767543e-06 -2.9439527986903922e-06 8.0872975186966051e-06 6.2509350246251598e-07 -3.9215721500340811e-06 6.9593527215424142e-08 1.3392429604276981e-05 -1.9396109727267686e-05 -6.2165938158744082e-06 -1.4337242100737058e-05 2.1555169634824701e-06 -3.6720844728615308e-07 1.2013308505629539e-05 1.4865372899790103e-05 -4.2544408201780139e-06 7.1538913684692133e-06 -1.4452870692323252e-05 -6.9659987080480537e-06 2.7069785687672266e-06 4.8244724766277614e-06 1.0401331227123072e-05 -6.6692430716732189e-06 -2.657294021940723e-06 2.1172853109874269e-06 5.1016844818977098e-06 -1.1464090451909215e-05 7.7920649241255334e-06 -2.2708781447069189e-06 1.3110303989378737e-05 -2.2431174324992754e-06 -2.4645914041011003e-08
leaf_weight=31 37 22 21 32 23 27 20 21 21 23 23 25 22 34 23 21 21 24 32 35 26 46 24 22 20 26 34 20 100 2265
leaf_count=31 37 22 21 32 23 27 20 21 21 23 23 25 22 34 23 21 21 24 32 35 26 46 24 22 20 26 34 20 100 2265
internal_value=0 1.66505e-06 4.44297e-06 -4.04306e-08 7.62235e-10 3.73487e-08 8.74336e-07 2.29796e-08 -1.01603e-07 -5.71603e-06 1.05317e-06 1.482e-06 7.07983e-06 6.72029e-07 1.27672e-06 -3.15843e-06 2.11426e-06 9.24472e-07 1.81057e-06 3.26284e-06 -2.16866e-06 4.12149e-07 7.03155e-06 -3.18284e-09 -4.83223e-08 -1.2726e-07 2.42334e-06 6.13504e-06 -3.24304e-08 6.4064e-08
internal_weight=0 74 43 3047 3015 2978 424 397 2554 44 377 356 45 311 277 44 233 208 187 137 50 78 59 2510 2488 2411 77 43 2391 2291
internal_count=3121 74 43 3047 3015 2978 424 397 2554 44 377 356 45 311 277 44 233 208 187 137 50 78 59 2510 2488 2411 77 43 2391 2291
is_linear=0
shrinkage=0.1


Tree=6402
num_leaves=31
num_cat=0
split_feature=132 394 1203 1182 390 12 12 1210 456 457 1212 1209 403 403 160 160 42 151 150 124 1 16 4 48 13 13 150 43 15 1211
split_gain=2.32459e-08 1.05046e-07 9.26573e-08 2.39411e-08 3.7966e-08 2.23193e-08 2.79353e-07 2.08641e-07 9.77561e-08 8.94761e-08 6.19805e-08 2.12393e-07 1.03138e-07 6.28937e-08 5.35444e-08 1.30313e-07 7.47178e-08 9.99347e-08 1.36826e-07 1.80123e-07 1.81682e-07 2.59479e-07 1.85982e-07 1.4043e-07 1.07474e-07 7.76116e-08 6.7864e-08 5.73809e-08 1.75832e-07 9.41066e-08
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.086460000000000009 0.088565000000000019 0.088245000000000004 0.088365000000000013 -0.097479999999999983 -0.089384999999999978 -0.085584999999999981 -0.092474999999999988 -0.084519999999999984 -0.53255499999999989 -0.27700499999999995 0.081905000000000019 0.058535000000000011 0.088200000000000014 0.057610000000000008 0.090480000000000019 -0.083034999999999984 0.088305000000000008 -0.066924999999999985 -0.0070899999999999991 0.085790000000000019 -0.08645499999999999 -0.078944999999999987 0.12416000000000001 0.060960000000000007 0.082685000000000022 0.085535000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 7 -7 -2 -9 -8 -10 -12 -13 -14 15 26 17 18 19 23 22 -22 24 -16 -21 -24 27 29 -29 -15
right_child=1 -3 -4 -5 -6 6 9 8 10 -11 11 12 13 14 16 -17 -18 -19 -20 20 21 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.3925640670244026e-07 -1.0386421565726778e-05 6.9581949084997845e-06 -7.484607806418353e-06 -2.9988883800167691e-06 3.7814761762328329e-06 1.1012601627650536e-05 6.5915152542099058e-06 -6.8833512690010437e-06 3.9742765125083677e-06 7.9389331804420086e-09 -9.4467557052742748e-06 6.279405729751139e-06 -4.949206177465945e-06 1.1803418407519664e-07 8.5167818383524715e-06 7.7573494823097828e-06 3.6934317500304638e-06 -8.6219968306977548e-06 6.2385812653205494e-06 -1.5710827415205132e-06 -1.7727450035636139e-05 -1.9894657534471414e-06 -7.5350673745965148e-07 -1.82423131624593e-06 -1.1154468105509999e-05 7.3522290904293186e-06 5.4150318154218746e-06 3.6108700896875233e-07 -9.5072465592238592e-06 7.0459663538713354e-06
leaf_weight=196 20 22 20 26 27 24 21 21 38 1216 24 26 26 998 24 23 27 20 22 25 20 22 27 29 22 21 24 65 25 20
leaf_count=196 20 22 20 26 27 24 21 21 38 1216 24 26 26 998 24 23 27 20 22 25 20 22 27 29 22 21 24 65 25 20
internal_value=0 7.44136e-08 -1.00086e-06 2.18839e-08 4.93743e-08 1.37677e-08 3.27025e-07 -2.37996e-07 -1.06964e-07 1.19705e-07 -1.38329e-08 -1.15543e-07 3.7219e-08 -7.54872e-08 1.41286e-08 3.0553e-07 -1.28536e-06 -1.86479e-06 -1.22732e-06 -2.09179e-06 -4.00686e-06 -9.48374e-06 -1.58551e-06 2.85849e-06 -6.05692e-06 2.79275e-06 1.54123e-07 4.01687e-08 -2.38012e-06 2.54143e-07
internal_weight=0 2905 216 2883 2857 2830 1261 1569 1549 1237 1528 1490 1466 1440 1414 1155 259 232 212 190 137 42 95 53 47 48 1132 1108 90 1018
internal_count=3121 2905 216 2883 2857 2830 1261 1569 1549 1237 1528 1490 1466 1440 1414 1155 259 232 212 190 137 42 95 53 47 48 1132 1108 90 1018
is_linear=0
shrinkage=0.1


Tree=6403
num_leaves=31
num_cat=0
split_feature=47 2 47 16 1456 483 48 42 49 49 48 13 475 52 393 394 394 1176 158 158 43 43 1213 3 42 158 43 0 158 133
split_gain=2.05528e-08 1.88339e-07 6.611e-08 2.97629e-08 4.39378e-08 5.1367e-08 3.76286e-08 4.78279e-08 4.76706e-08 4.77261e-08 7.35822e-08 6.55446e-08 3.00975e-08 4.1614e-08 2.90519e-08 2.60802e-08 8.66994e-08 6.74247e-08 2.59677e-08 9.12878e-08 8.28449e-08 1.26831e-07 1.38084e-07 1.16071e-07 5.48767e-08 4.63579e-08 1.15025e-07 5.86521e-08 4.8007e-08 8.74258e-08
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.51747500000000002 -0.077604999999999993 -1.0000000180025095e-35 0.10396500000000002 -0.071704999999999977 0.15266500000000002 -0.0087049999999999992 0.11376500000000002 -0.081029999999999977 -1.0000000180025095e-35 -0.0064899999999999992 0.12069000000000002 -0.15150999999999998 -0.11103499999999998 1.0000000180025095e-35 0.10737500000000001 0.10544500000000002 -0.083134999999999987 -0.013024999999999998 -0.082414999999999974 -0.077564999999999981 0.08511500000000001 0.098790000000000003 -0.0082299999999999995 -0.24955499999999997 0.07968500000000002 0.057185000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 4 -3 -6 7 -7 9 -8 -11 -12 -9 -14 15 -1 -17 18 19 25 -20 23 -23 -22 -24 27 -27 -18 -29 -30
right_child=1 3 -4 -5 5 6 8 12 -10 10 11 -13 13 -15 -16 16 17 -19 20 -21 21 22 24 -25 -26 26 -28 28 29 -31
leaf_value=-2.7815903615302171e-06 -1.0148625941042156e-05 -4.6962002489759811e-06 5.5496382918301442e-06 3.5898022269975627e-06 4.7014367239517888e-06 2.4291727677336893e-06 -1.5809916261686238e-06 8.4592680729616885e-07 -3.065244277896303e-06 8.117346988001373e-06 -2.9721273563154685e-06 4.9287231387920442e-06 -5.7965250568265006e-06 -1.4747068617688392e-06 3.1944814603273953e-06 6.60639253737827e-06 4.8569032444972367e-06 -4.4944080138631044e-06 -6.2488113915161723e-06 6.5409228392871398e-06 9.0297186380152908e-06 -9.0608935213664235e-06 -2.6004869194086777e-06 -1.3866749839053228e-06 4.3669190495165821e-06 1.8530648849264253e-06 -7.7396301726366801e-06 -1.6401754363311762e-08 -2.0445025516878421e-07 5.5116938014836905e-06
leaf_weight=33 20 22 22 20 21 25 27 23 24 22 21 21 37 56 29 20 26 33 27 22 23 23 26 20 20 25 25 2297 66 45
leaf_count=33 20 22 22 20 21 25 27 23 24 22 21 21 37 56 29 20 26 33 27 22 23 23 26 20 20 25 25 2297 66 45
internal_value=0 -7.35146e-07 8.95696e-08 -1.44959e-07 -3.94776e-07 -5.31469e-08 -4.43171e-07 -1.53808e-06 8.99283e-07 1.94487e-06 3.43235e-06 9.78298e-07 -2.39309e-06 -3.19414e-06 4.60473e-08 1.26146e-08 4.67913e-08 -2.19748e-09 5.3849e-08 1.27643e-07 -1.27657e-06 -7.79e-08 -2.73442e-06 4.18488e-06 4.2882e-07 7.08426e-08 -2.94328e-06 1.3276e-07 8.17515e-08 2.11291e-06
internal_weight=0 339 2782 319 299 277 256 141 115 91 64 42 116 93 2760 2731 2698 2678 2645 2506 139 112 69 43 46 2484 50 2434 2408 111
internal_count=3121 339 2782 319 299 277 256 141 115 91 64 42 116 93 2760 2731 2698 2678 2645 2506 139 112 69 43 46 2484 50 2434 2408 111
is_linear=0
shrinkage=0.1


Tree=6404
num_leaves=31
num_cat=0
split_feature=448 447 160 15 42 2 2 480 42 15 158 483 3 481 46 1428 157 474 474 2 2 4 1375 1209 1210 42 2 1 0 3
split_gain=2.29767e-08 5.50413e-08 2.49365e-08 2.58346e-08 8.37114e-08 1.25784e-07 9.69028e-08 6.03329e-08 5.72138e-08 3.6436e-08 3.95626e-08 8.60366e-08 4.5511e-08 3.42711e-08 3.16957e-08 5.23363e-08 6.02444e-08 4.20517e-08 5.11094e-08 3.22081e-08 9.96796e-08 1.96319e-07 1.48217e-07 8.82816e-08 9.29192e-08 2.50459e-07 8.17546e-08 1.72291e-07 1.54144e-07 3.07415e-07
threshold=0.068920000000000023 0.094005000000000019 0.55608500000000005 0.12044500000000001 0.083235000000000017 0.10060500000000001 0.10097500000000002 0.11704500000000002 0.14766000000000004 0.11728000000000001 -0.25150999999999996 0.095345000000000013 -0.074939999999999993 0.091060000000000016 0.084955000000000017 -0.071779999999999997 0.41580000000000006 -0.090834999999999985 -0.056454999999999998 0.087815000000000018 0.087545000000000026 -0.008819999999999998 -0.15308499999999997 -0.065739999999999979 -0.00046999999999999993 0.094935000000000005 0.096540000000000015 0.089875000000000024 -0.10151999999999999 -0.071329999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 -6 9 -8 10 11 12 -1 14 15 -12 17 -17 -19 20 22 -22 -20 -21 25 -25 27 28 -26 -30
right_child=-2 -3 -4 4 6 -7 8 -9 -10 -11 13 -13 -14 -15 -16 16 -18 18 19 23 21 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-2.0230030327442446e-06 -3.3785764844651566e-06 4.1476659148997895e-06 -2.8901930257537364e-06 -7.6269506973317008e-06 7.8397866599839142e-06 2.3966522774337078e-06 -3.2220172908550705e-06 -4.7584534597801937e-06 4.1596716636420404e-06 3.1086099133480696e-06 -4.2231233184490219e-06 2.5580010225729153e-06 -8.6140846997295748e-06 3.3683434223045581e-06 2.8772327725066037e-06 -3.4703866453532509e-06 4.2232749585695499e-06 4.7703951085250907e-06 -7.6530205888047931e-06 -6.3024560658959673e-06 1.2206678234178981e-05 -1.804708517738618e-06 2.8278046884650493e-07 -1.1584016701099723e-06 3.3865359006480343e-06 1.2666935162997106e-05 1.9179805849006198e-07 -9.2342702676736128e-06 -8.2002805312539645e-07 -9.7543973223828076e-06
leaf_weight=22 20 32 30 21 31 31 21 27 21 37 30 22 20 30 37 36 33 22 24 25 20 20 1215 38 68 20 729 27 369 43
leaf_count=22 20 32 30 21 31 31 21 27 21 37 30 22 20 30 37 36 33 22 24 25 20 20 1215 38 68 20 729 27 369 43
internal_value=0 2.17843e-08 -2.12356e-08 7.0858e-09 1.41484e-06 -1.65134e-06 3.59896e-06 -5.33015e-08 4.68827e-07 -9.29768e-09 -4.97758e-08 -2.508e-06 -5.16161e-06 6.69446e-09 -2.98982e-08 -6.94583e-08 -2.31177e-08 -7.58778e-08 -2.92357e-08 -6.98793e-08 2.87682e-07 5.20098e-06 1.2906e-07 -4.16597e-07 -3.02883e-07 3.60896e-06 -4.86448e-07 -1.46168e-06 -1.02447e-06 -1.7525e-06
internal_weight=0 3101 3069 3039 125 52 73 2914 42 2887 2850 64 42 2786 2756 2719 2689 2656 2620 2598 1279 40 1239 1319 1294 58 1236 507 480 412
internal_count=3121 3101 3069 3039 125 52 73 2914 42 2887 2850 64 42 2786 2756 2719 2689 2656 2620 2598 1279 40 1239 1319 1294 58 1236 507 480 412
is_linear=0
shrinkage=0.1


Tree=6405
num_leaves=31
num_cat=0
split_feature=45 11 49 33 97 9 34 9 10 9 150 16 147 448 150 150 12 150 16 150 1 0 13 1 15 13 1 150 1 131
split_gain=2.24301e-08 1.26622e-07 7.2776e-08 6.13055e-08 2.57066e-08 5.27198e-08 3.36844e-08 3.58527e-08 7.10646e-08 2.7255e-08 2.69382e-08 1.76691e-07 5.8835e-08 6.44814e-08 4.47883e-08 4.11544e-08 2.4474e-07 4.51573e-08 1.45624e-07 8.86545e-08 4.02097e-08 1.89964e-07 1.41232e-07 4.93905e-07 5.69766e-07 2.71029e-07 2.08654e-07 1.36867e-07 1.26794e-07 1.42067e-07
threshold=0.094030000000000016 -0.011194999999999998 0.13087000000000001 -0.009184999999999997 -0.086464999999999986 -0.090659999999999977 -0.085739999999999983 0.088235000000000022 0.09216000000000002 -1.0000000180025095e-35 0.12765500000000005 -0.071854999999999988 0.097985000000000017 1.0000000180025095e-35 0.11989500000000002 0.10801000000000001 0.083715000000000026 0.099590000000000026 -0.008904999999999998 0.094605000000000009 0.090130000000000016 -0.23001499999999997 -0.081029999999999977 0.094220000000000012 0.082685000000000022 -0.077944999999999987 0.10684 0.085825000000000012 0.090965000000000004 0.11863000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 -6 -7 9 -9 -8 12 -12 13 14 15 17 -17 19 -19 20 27 -22 23 24 -23 -24 -25 -11 -27 -30
right_child=2 3 -4 4 5 6 7 8 -10 10 11 -13 -14 -15 -16 16 -18 18 -20 -21 21 22 25 26 -26 28 -28 -29 29 -31
leaf_value=6.9799983827159363e-06 -6.6406931836127116e-06 -4.7721693792684372e-06 1.7880232029537658e-06 -3.3917682525374071e-06 5.1560984296372684e-06 -3.5113447771200973e-06 3.041521135032624e-06 7.3091839995242943e-06 -3.863000673239488e-07 3.9251120585793246e-08 9.0228414509593602e-06 -2.7759246476459034e-06 -4.1555684187447436e-06 5.2430425452969402e-06 -4.3749176124189639e-06 9.7481708368062616e-06 -3.507414847187344e-06 -8.1983708998205443e-06 2.8561148362562314e-06 5.8899552532238892e-06 -8.2451835190511247e-06 -1.0330612085454049e-06 9.2538152950344915e-06 7.0548388777905639e-06 -2.2842028975782856e-05 7.6983221833870637e-06 -1.8362376359113947e-06 6.3526128854261643e-06 -3.3409008568596939e-08 -7.9270864868400782e-06
leaf_weight=26 20 27 21 22 20 27 29 20 30 1816 22 30 35 23 24 26 30 26 22 25 32 25 33 34 23 20 118 35 456 24
leaf_count=26 20 27 21 22 20 27 29 20 30 1816 22 30 35 23 24 26 30 26 22 25 32 25 33 34 23 20 118 35 456 24
internal_value=0 3.09361e-08 -2.32355e-06 -2.82242e-08 1.40905e-08 3.90252e-08 4.73995e-09 3.6834e-08 2.69189e-06 -8.81693e-09 -3.95428e-08 2.21586e-06 -8.10288e-08 -2.99512e-08 -7.37499e-08 -3.61441e-08 2.64696e-06 -9.20214e-08 -3.13173e-06 -3.67749e-08 -9.34141e-08 -7.03259e-07 -3.74007e-07 -2.64002e-06 -1.14832e-05 4.76281e-07 1.52556e-07 1.58629e-07 -1.03036e-07 -4.28093e-07
internal_weight=0 3080 41 3054 3027 3005 2985 2958 50 2908 2879 52 2827 2792 2769 2745 56 2689 48 2641 2616 765 733 200 48 533 152 1851 500 480
internal_count=3121 3080 41 3054 3027 3005 2985 2958 50 2908 2879 52 2827 2792 2769 2745 56 2689 48 2641 2616 765 733 200 48 533 152 1851 500 480
is_linear=0
shrinkage=0.1


Tree=6406
num_leaves=31
num_cat=0
split_feature=10 0 9 45 11 3 34 34 31 2 4 150 16 147 147 447 12 15 1 1 1 1 11 156 12 40 43 43 2 48
split_gain=2.13063e-08 2.99647e-07 3.53348e-07 3.56916e-08 1.96556e-07 3.21314e-08 2.9949e-08 6.32435e-08 8.97952e-08 3.00158e-08 3.37043e-07 2.26505e-08 1.53622e-07 4.9154e-08 5.43049e-08 2.751e-08 2.36209e-08 2.46948e-08 5.01466e-08 2.92843e-08 1.16145e-07 1.00029e-07 6.40315e-08 7.8393e-08 5.20135e-08 6.38642e-08 6.69505e-08 9.85095e-08 8.1366e-08 5.41524e-08
threshold=-0.011559999999999999 -0.10224499999999999 0.085555000000000006 0.094030000000000016 -1.0000000180025095e-35 -0.0096849999999999974 -0.097449999999999981 -0.010024999999999997 -0.082169999999999979 -1.0000000180025095e-35 0.053180000000000012 0.12765500000000005 -0.071854999999999988 0.097985000000000017 0.092070000000000013 0.089395000000000016 -0.14757499999999998 -0.45963999999999994 0.11910500000000002 0.10658000000000002 0.10538500000000002 0.10752500000000002 0.091795000000000015 0.10788500000000002 0.11418000000000002 -0.061244999999999994 -0.078139999999999973 -0.04890499999999999 0.13622000000000004 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -2 -3 -6 8 -8 10 -9 13 -13 14 15 16 -11 18 -18 20 -19 -21 23 24 25 -23 -27 -28 29 -29
right_child=3 2 -4 -5 6 -7 7 9 -10 11 -12 12 -14 -15 -16 -17 17 19 -20 21 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-1.1047677818169178e-05 9.9702878446805702e-06 2.6179186865723146e-07 1.3066966203041376e-05 -3.0775112585325183e-06 3.541260597709576e-06 -3.8811800678582256e-06 2.6980193069903184e-07 1.2479510474977795e-05 -8.719954023490572e-06 -2.7936256628890991e-06 -3.2341116958051339e-06 8.6533962920449475e-06 -2.4983298893251537e-06 -3.8695454997761057e-06 4.3944243827809258e-06 -3.5540115277399309e-06 -4.2567955497852871e-06 2.0212402679827338e-08 1.6892970861541156e-06 6.1990393298787468e-06 -7.6337440316365245e-06 -3.2388662546622982e-06 -4.8054491096329665e-06 6.668259125252094e-06 -3.8375675659254846e-06 -1.9065031256104705e-06 8.7041010295291453e-06 6.322725007081434e-06 -3.3663589385049333e-06 8.3983373891643108e-07
leaf_weight=25 20 36 20 36 24 39 25 21 20 30 39 21 30 33 28 22 37 2274 23 33 20 32 22 21 27 40 23 31 26 43
leaf_count=25 20 36 20 36 24 39 25 21 20 30 39 21 30 33 28 22 37 2274 23 33 20 32 22 21 27 40 23 31 26 43
internal_value=0 -1.30662e-06 1.25682e-06 5.22508e-08 9.02513e-08 -1.89255e-06 2.31543e-08 -5.75175e-09 -3.72565e-06 5.24524e-08 2.26566e-06 5.2961e-09 2.09356e-06 -3.32216e-08 1.31176e-08 -3.22509e-08 -3.36251e-09 2.82016e-08 -1.97746e-06 7.46289e-08 -4.65178e-08 1.00721e-06 3.60686e-07 8.28402e-07 2.75983e-07 8.45551e-07 1.6474e-06 2.80314e-06 1.44592e-06 3.13672e-06
internal_weight=0 120 95 3001 2965 75 2945 2921 45 2876 60 2816 51 2765 2732 2704 2682 2652 60 2592 2294 298 265 243 222 195 163 123 100 74
internal_count=3121 120 95 3001 2965 75 2945 2921 45 2876 60 2816 51 2765 2732 2704 2682 2652 60 2592 2294 298 265 243 222 195 163 123 100 74
is_linear=0
shrinkage=0.1


Tree=6407
num_leaves=31
num_cat=0
split_feature=11 1208 1208 1208 1209 2 1213 1213 1212 15 401 1210 1211 50 12 1186 393 133 403 0 403 402 401 12 13 158 52 12 2 12
split_gain=2.99972e-08 2.1018e-08 2.38739e-08 5.17099e-08 3.31367e-08 2.53425e-07 2.4954e-08 6.58035e-08 6.24087e-08 2.40623e-07 1.52532e-07 7.96717e-08 4.74176e-08 9.85365e-08 8.18356e-08 4.70324e-08 3.65872e-08 3.51238e-08 2.93069e-08 4.10225e-07 3.63612e-08 1.2675e-07 3.13419e-08 4.06836e-08 1.05239e-07 1.68424e-07 2.6024e-07 1.15856e-07 1.16244e-07 9.95981e-08
threshold=-0.072629999999999986 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.087199999999999986 0.084715000000000013 -0.24064499999999997 -0.4908249999999999 -0.089544999999999986 0.088850000000000012 0.11655000000000001 -0.094799999999999982 0.087635000000000005 0.096900000000000014 0.090165000000000009 -0.095479999999999982 0.11333500000000001 -0.082009999999999986 -0.52800499999999995 -0.086234999999999992 -0.42244999999999994 -0.44724499999999995 -0.099524999999999988 0.10911500000000002 0.24813000000000004 0.10737500000000001 0.088785000000000017 0.12757000000000002 0.088555000000000009 0.10589000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -6 9 -8 11 -10 15 14 -14 -13 18 -9 19 -17 21 -20 -22 29 25 26 27 28 -25 -24
right_child=1 -3 -4 -5 6 -7 8 17 10 -11 -12 12 13 -15 -16 16 -18 -19 20 -21 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-3.7667222575995164e-06 -4.3863740453768211e-06 -2.6539828303580651e-06 2.7679722141016327e-06 -4.9228408507977816e-06 1.1412003374289271e-06 1.0472518182780278e-05 -1.3568871453470719e-06 -1.6315380867126807e-06 5.464383585368288e-06 1.0879162762194029e-05 -7.9477242896549196e-06 -4.0187922210558703e-06 2.9621654878646242e-06 7.0279743716849318e-06 -3.1230371554067039e-06 5.8523272077064365e-06 4.2240318953190586e-06 -7.5580696739052666e-06 -1.6406201211793815e-06 -1.2939278375207714e-05 -3.2889907167070006e-06 8.7825784248707347e-06 -5.0481452641521789e-08 1.0156955999036655e-05 -5.2428639080625586e-06 -6.2909243047215563e-06 1.0982472174094126e-05 -2.7341522210655928e-06 7.382285875373303e-07 -4.4773464056701276e-06
leaf_weight=21 24 29 32 21 40 22 45 20 27 25 24 30 51 29 39 26 20 20 28 21 30 20 2245 20 21 20 35 46 38 52
leaf_count=21 24 29 32 21 40 22 45 20 27 25 24 30 51 29 39 26 20 20 28 21 30 20 2245 20 21 20 35 46 38 52
internal_value=0 2.55279e-08 5.0831e-08 2.22201e-08 5.66291e-08 2.72005e-06 1.54051e-08 -1.7268e-06 6.3599e-08 3.01313e-06 -9.56447e-09 5.85255e-08 5.85207e-09 1.95868e-06 3.25244e-07 -8.17749e-08 -3.6729e-08 -4.5948e-06 -6.94789e-08 -2.54392e-06 -2.39607e-08 2.70238e-06 -7.61603e-08 -3.72484e-08 1.41049e-06 2.28924e-06 3.52379e-06 1.01366e-06 3.98607e-06 -1.50698e-07
internal_weight=0 3100 3071 3039 3018 46 2972 80 2892 70 2822 2798 2771 119 90 2652 2622 40 2602 47 2555 48 2507 2477 180 159 139 104 58 2297
internal_count=3121 3100 3071 3039 3018 46 2972 80 2892 70 2822 2798 2771 119 90 2652 2622 40 2602 47 2555 48 2507 2477 180 159 139 104 58 2297
is_linear=0
shrinkage=0.1


Tree=6408
num_leaves=31
num_cat=0
split_feature=11 132 132 15 0 16 3 133 399 1186 1203 472 1429 1429 15 480 15 3 15 1452 2 2 481 481 160 2 480 43 2 1210
split_gain=2.42976e-08 2.33895e-08 9.87052e-08 8.52528e-08 2.0955e-08 3.36204e-08 3.93774e-08 5.17098e-08 4.09441e-08 2.82511e-08 3.43787e-08 2.04315e-08 4.19444e-08 2.94906e-08 2.25501e-08 6.03099e-08 5.25111e-08 3.96767e-08 3.70878e-08 3.58039e-08 3.57779e-08 2.45391e-07 2.42947e-07 8.36414e-08 2.82794e-07 2.75744e-07 2.5663e-07 2.18981e-07 9.36187e-08 1.87245e-07
threshold=-0.072629999999999986 -0.083174999999999985 -0.050879999999999988 0.091475000000000015 -0.10224499999999999 -0.095094999999999985 -0.080104999999999996 -0.40071499999999999 0.086340000000000014 -0.0046349999999999994 0.084795000000000023 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 0.12044500000000001 0.11747 0.12961500000000001 -0.081234999999999988 0.11728000000000001 -0.069739999999999983 0.083715000000000026 0.083935000000000023 -0.080074999999999993 -0.085784999999999986 -0.015149999999999999 0.084415000000000004 0.086930000000000021 -0.011694999999999999 0.084715000000000013 -0.14175499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 8 -8 -7 -10 -11 -4 -13 -14 15 18 -16 -18 19 -15 22 -22 -21 24 -23 27 -26 -25 -27 -30
right_child=1 2 11 -5 5 6 7 -9 9 10 -12 12 13 14 16 -17 17 -19 -20 20 21 23 -24 25 26 28 -28 -29 29 -31
leaf_value=-3.3900498860497289e-06 2.7897080767182897e-06 6.1171041537548906e-06 -2.8631592158490094e-06 -5.9235985766766441e-06 -4.0277424915302618e-06 -4.7137983237632856e-06 5.3773753909179231e-06 -1.2943620320237688e-06 3.2502662679689817e-06 -3.4347605173934425e-06 1.5333522399557228e-06 4.519471818163029e-06 -3.5324736808948021e-06 -3.2709602099644009e-06 5.1916357425138168e-06 -5.0969121876120056e-06 -3.69313859664544e-06 1.3127574507490033e-06 3.233798001171332e-06 8.6511907587312944e-06 -9.6510138687504131e-06 -1.2236876123476274e-05 2.2034773487648192e-07 1.5649628471692269e-05 -5.397232593378039e-06 -5.4689821499476215e-06 9.6699268442534965e-06 1.3422846479996858e-06 -7.2467474566703264e-06 1.4477945644941868e-07
leaf_weight=21 21 27 24 30 24 24 26 21 20 30 26 21 23 33 28 23 20 76 36 36 27 24 676 20 26 32 20 23 35 1648
leaf_count=21 21 27 24 30 24 24 26 21 20 30 26 21 23 33 28 23 20 76 36 36 27 24 676 20 26 32 20 23 35 1648
internal_value=0 2.29644e-08 9.92532e-08 -9.66042e-07 -1.91423e-07 -5.57527e-07 9.03854e-09 2.39639e-06 -1.11301e-06 2.40746e-08 -1.12814e-06 4.2262e-08 6.69278e-08 3.36051e-08 6.30768e-08 1.60593e-09 1.38123e-06 2.69862e-07 4.60922e-08 1.95477e-09 4.40296e-08 -1.87264e-07 6.46626e-07 -4.74817e-08 -3.43735e-06 8.74961e-08 1.15371e-06 7.99686e-06 -1.10815e-07 -8.9362e-09
internal_weight=0 3100 2878 222 192 171 147 47 100 76 56 2851 2827 2806 2783 2659 124 96 2636 2600 2567 1855 712 1828 70 1758 46 43 1715 1683
internal_count=3121 3100 2878 222 192 171 147 47 100 76 56 2851 2827 2806 2783 2659 124 96 2636 2600 2567 1855 712 1828 70 1758 46 43 1715 1683
is_linear=0
shrinkage=0.1


Tree=6409
num_leaves=31
num_cat=0
split_feature=1429 156 472 13 12 2 132 1186 1185 52 13 15 133 2 43 52 2 402 104 11 33 47 47 47 1452 1456 1456 482 482 1452
split_gain=2.12071e-08 5.80097e-08 3.14028e-08 1.38551e-07 2.57349e-07 1.45082e-07 2.13501e-08 5.76865e-07 3.687e-07 7.84825e-08 3.8503e-08 3.37674e-08 2.56872e-08 2.76135e-08 2.59121e-08 2.5259e-08 2.80467e-08 5.24829e-08 2.19539e-08 3.08424e-08 6.06838e-08 4.01865e-08 2.48381e-07 2.39004e-07 3.35375e-08 4.55727e-08 1.60675e-07 8.89254e-08 7.14321e-08 4.28873e-08
threshold=-0.23752499999999996 0.32523500000000005 -0.072204999999999978 0.090705000000000008 0.089735000000000023 0.087470000000000006 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 0.056795000000000005 0.086885000000000004 -0.50375999999999987 0.089775000000000008 0.27194500000000005 0.08568000000000002 0.10276500000000001 0.087195000000000009 0.088500000000000009 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.090920000000000015 -0.073879999999999987 -0.23007499999999997 -0.15024999999999997 0.11719 0.10667500000000001 0.088500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 9 -8 10 11 15 13 -10 18 16 17 -4 19 -14 -21 23 -23 24 -22 -26 -27 28 29 -28
right_child=1 -3 6 -5 -6 -7 8 -9 12 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 20 21 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-3.093804340633969e-06 6.1359895287592824e-06 5.3901777073406269e-06 5.0290857060986127e-06 5.0352952969304807e-06 -1.213435288582332e-05 -4.5828631820248649e-06 -1.2922742280352395e-05 1.6340482015793483e-05 4.4069374025314446e-06 -5.871233679936968e-06 4.0414569758424823e-06 -3.9654792999499483e-06 3.5825839240715141e-06 -2.6936901201185285e-07 -3.4663687832410994e-06 -1.9735594396240087e-06 -1.7899543269342521e-06 -1.0859841640922241e-06 -3.016116140671606e-06 -4.6628966561844148e-06 4.1414663087380175e-06 1.1698395062575444e-05 3.8052504331299927e-07 -1.0652431575137944e-05 3.6093061349414974e-06 -8.9502685386833037e-06 -3.2687192921680189e-08 -6.5851205044964457e-06 5.1318102155814162e-06 2.4660368765093871e-06
leaf_weight=22 23 20 32 23 25 28 22 22 28 26 21 24 25 23 21 38 23 25 23 27 20 21 253 21 35 20 2111 20 28 71
leaf_count=22 23 20 32 23 25 28 22 22 28 26 21 24 25 23 21 38 23 25 23 27 20 21 253 21 35 20 2111 20 28 71
internal_value=0 2.19687e-08 -1.29011e-08 -1.76504e-06 -3.82304e-06 2.51129e-07 4.53077e-08 1.01495e-06 -2.85799e-08 -7.68974e-07 4.48836e-08 -5.46159e-07 7.46861e-08 2.29801e-06 3.26276e-08 1.49296e-07 1.15765e-06 2.34704e-06 6.00963e-08 8.67754e-08 5.35073e-08 1.02485e-07 1.24795e-06 -3.24493e-08 6.43054e-08 2.86191e-08 -2.70805e-08 5.29481e-08 1.13021e-07 4.86187e-08
internal_weight=0 3099 3079 99 76 51 2980 211 2769 189 163 142 2747 51 2696 118 80 57 2675 2652 2627 2600 274 2326 2305 2285 2250 2230 2210 2182
internal_count=3121 3099 3079 99 76 51 2980 211 2769 189 163 142 2747 51 2696 118 80 57 2675 2652 2627 2600 274 2326 2305 2285 2250 2230 2210 2182
is_linear=0
shrinkage=0.1


Tree=6410
num_leaves=31
num_cat=0
split_feature=11 472 1429 156 51 1425 1420 482 1 472 471 157 474 474 474 52 475 3 1429 1375 3 157 4 2 1 150 1 147 13 150
split_gain=2.41235e-08 2.32062e-08 3.43462e-08 2.53081e-08 3.27776e-08 2.84792e-08 2.44864e-08 3.76824e-08 4.44386e-08 3.7477e-08 5.77967e-08 5.08347e-08 2.68563e-08 3.29907e-08 1.214e-07 1.4102e-07 6.02633e-08 2.29407e-07 3.87588e-07 1.18259e-07 2.94068e-07 7.09178e-08 1.70755e-07 5.87494e-08 5.41359e-08 3.78987e-08 1.21577e-07 7.80929e-08 3.00017e-08 1.08317e-07
threshold=-0.072629999999999986 -0.38234499999999999 -0.23587499999999997 0.12734000000000004 -0.093639999999999987 0.089180000000000009 -0.073999999999999996 0.081345000000000015 0.086720000000000005 -0.065034999999999996 0.094575000000000006 -0.40214499999999992 0.11134000000000001 0.091180000000000011 0.088710000000000011 -0.082554999999999976 -0.085774999999999976 -0.087429999999999994 0.083615000000000009 -0.15308499999999997 0.090900000000000009 -0.085474999999999982 -0.0086549999999999978 0.088055000000000008 0.086255000000000012 0.12068000000000002 0.10937500000000001 0.094075000000000006 -0.0034749999999999994 0.086135000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 7 8 -4 -8 11 -11 13 14 16 -16 17 -13 -19 20 -18 22 23 -21 -15 27 -27 28 -23 -30
right_child=1 2 3 4 -6 -7 9 -9 -10 10 -12 12 -14 24 15 -17 19 18 -20 21 -22 25 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-3.3778812042414974e-06 -3.0745966190200614e-06 3.8969132271690997e-06 -5.7790820549065571e-06 3.7384615682510359e-07 -5.2133470663171647e-06 3.6368091307601641e-06 3.3259490179001919e-06 1.9565044026205125e-06 -3.3310227169544483e-07 4.9793708317987952e-06 -4.5710795785891135e-06 4.6592317983952727e-06 3.2401626203164386e-06 -6.2328558297766994e-06 1.1480110979391611e-05 -1.329982276966684e-09 1.2105021482092035e-05 1.0827650506447148e-06 -1.5966902636440258e-05 3.4766462431434781e-06 -4.023756487185893e-06 -1.3698985658945729e-07 -8.7925860028800318e-06 -2.7309766364264613e-06 -2.9803252185807457e-07 6.7584570050741835e-06 -2.961667124426723e-06 -4.810832979273983e-06 1.0026140460917428e-06 -3.8787416329165465e-06
leaf_weight=21 24 23 29 21 21 22 35 21 31 21 27 28 26 22 20 23 26 30 24 30 20 1699 31 31 51 31 22 33 629 49
leaf_count=21 24 23 29 21 21 22 35 21 31 21 27 28 26 22 20 23 26 30 24 30 20 1699 31 31 51 31 22 33 629 49
internal_value=0 2.28818e-08 4.70494e-08 1.80461e-08 -2.41975e-06 5.20506e-08 2.56656e-08 -1.6893e-06 -2.96533e-06 7.34345e-08 3.38111e-08 7.74977e-08 4.1059e-08 1.13424e-08 6.75238e-08 5.33888e-06 -1.69593e-08 -2.68615e-06 -6.49487e-06 6.71905e-08 5.09251e-06 -2.32849e-08 -2.74925e-06 3.21953e-07 -2.08661e-06 7.85376e-08 2.72369e-06 2.03662e-08 8.7438e-08 6.49832e-07
internal_weight=0 3100 3076 3053 42 3011 2989 81 60 2908 2873 2846 2825 2799 2726 43 2683 82 54 2601 46 2555 92 61 73 2463 53 2410 2377 678
internal_count=3121 3100 3076 3053 42 3011 2989 81 60 2908 2873 2846 2825 2799 2726 43 2683 82 54 2601 46 2555 92 61 73 2463 53 2410 2377 678
is_linear=0
shrinkage=0.1


Tree=6411
num_leaves=31
num_cat=0
split_feature=132 1185 15 1429 156 156 0 1425 402 1212 1212 1211 1211 1212 128 1185 128 401 402 133 129 16 133 129 42 13 15 13 133 403
split_gain=2.24041e-08 1.24891e-07 6.1361e-08 2.29978e-08 5.20183e-08 2.28568e-08 2.79515e-08 2.31461e-08 2.03264e-08 3.25551e-08 3.41367e-08 6.2096e-08 9.10283e-08 3.74285e-08 5.65557e-08 2.83378e-08 3.20997e-08 3.63612e-08 4.29215e-08 1.43672e-07 3.5306e-08 4.56406e-08 7.57482e-08 3.76893e-08 4.07105e-08 3.4079e-08 1.16105e-07 1.83749e-07 1.10121e-07 6.71644e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.014954999999999998 0.089180000000000009 0.31278000000000006 0.15049500000000002 0.12472500000000002 0.11671000000000002 0.10678000000000001 0.10083000000000002 0.11876500000000001 0.093750000000000014 0.10551000000000001 -0.13200999999999999 -0.45454999999999995 0.41553500000000004 0.093925000000000008 -0.085589999999999986 -0.0047949999999999989 0.090180000000000024 -0.23037499999999997 0.24813000000000004 -0.56020999999999987 0.23074000000000003 0.40945500000000007 -0.54856499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 7 -7 8 9 10 11 12 13 14 15 16 17 -5 -19 20 23 -22 -23 24 -20 26 -26 28 29 -28
right_child=1 3 -4 4 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 19 -21 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-3.110280945980056e-07 7.7579742667564603e-06 -3.3611262702493149e-06 -5.174106560540774e-06 3.3445819422977923e-06 5.1237618617960843e-06 1.5504426187362697e-07 -4.7796967464819321e-06 3.2731280963492858e-06 3.1160070648184046e-06 -3.9292441782446896e-06 3.039975406040498e-06 -5.192019585325872e-06 6.4321948968881777e-06 -3.1851674840573973e-06 5.0666375707144406e-06 -3.7746782253123003e-06 -2.9200114119482131e-06 3.8965262766461302e-06 3.513778637718381e-06 -6.3119706093554374e-06 4.6933569789158555e-06 -4.4847836252735027e-06 3.523054598459836e-06 -3.4289691348554641e-06 6.2107654061568002e-06 -2.7181437087372854e-06 -4.9024359733656258e-06 -8.4094801394485333e-06 6.0640038200669247e-06 2.7438406882733322e-08
leaf_weight=192 21 20 30 33 20 24 22 22 21 21 37 23 22 37 22 20 37 28 33 36 37 21 27 32 30 46 28 26 30 2123
leaf_count=192 21 20 30 33 20 24 22 22 21 21 37 23 22 37 22 20 37 28 33 36 37 21 27 32 30 46 28 26 30 2123
internal_value=0 7.41404e-08 -9.68201e-07 1.80735e-08 4.17208e-08 5.90654e-09 -2.20505e-06 4.23335e-08 1.66737e-08 -7.00252e-09 2.31907e-08 -1.82887e-08 2.63124e-08 -2.69489e-08 1.784e-08 -2.50953e-08 4.11843e-09 4.68824e-08 3.30045e-09 -4.08512e-08 5.19398e-08 2.05407e-06 1.96254e-08 -2.05395e-08 2.65545e-08 -2.38522e-08 3.15512e-08 -5.24435e-08 4.71819e-08 -3.67348e-08
internal_weight=0 2899 222 2878 2858 2838 46 2792 2770 2749 2728 2691 2668 2646 2609 2587 2567 2530 2497 2469 2433 85 48 2348 2316 2283 2237 2207 2181 2151
internal_count=3121 2899 222 2878 2858 2838 46 2792 2770 2749 2728 2691 2668 2646 2609 2587 2567 2530 2497 2469 2433 85 48 2348 2316 2283 2237 2207 2181 2151
is_linear=0
shrinkage=0.1


Tree=6412
num_leaves=31
num_cat=0
split_feature=156 156 475 51 155 475 157 157 157 157 155 1429 474 52 156 47 47 47 51 1429 133 475 475 49 50 3 475 16 0 16
split_gain=2.34618e-08 3.04944e-08 2.01107e-08 3.90207e-08 3.69909e-08 3.5213e-08 3.75875e-08 3.71733e-08 3.18237e-08 4.00057e-08 3.44776e-08 3.56566e-08 1.2195e-07 1.40355e-07 3.31312e-08 2.73214e-08 2.10582e-07 1.42141e-07 3.2233e-08 2.04732e-07 3.39679e-07 2.46462e-07 1.95509e-07 1.32227e-07 8.98145e-08 1.06185e-07 7.25713e-08 5.69867e-08 6.61638e-08 1.44082e-07
threshold=0.3248100000000001 0.14862 -0.10664 -0.13579499999999997 0.091145000000000018 -0.091889999999999986 0.11933000000000001 0.099625000000000005 0.084490000000000023 0.0026750000000000007 0.11562500000000002 -1.0000000180025095e-35 0.091180000000000011 -0.085264999999999994 -0.092624999999999985 0.092165000000000011 0.096475000000000019 0.086380000000000012 -0.085604999999999987 0.083725000000000008 0.090665000000000009 -0.085774999999999976 -0.085734999999999992 0.10969000000000002 -0.22547499999999998 0.0041950000000000008 -0.085024999999999989 0.31475000000000003 -0.14794999999999997 -0.0060749999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 7 8 9 10 11 12 13 -7 -13 17 -17 18 19 20 23 -21 -20 24 -16 -26 -24 28 29 -28
right_child=-2 -3 5 4 -6 6 -8 -9 -10 -11 -12 14 -14 -15 15 16 -18 -19 22 21 -22 -23 26 -25 25 -27 27 -29 -30 -31
leaf_value=-5.1678338195415563e-06 -3.1820787468029226e-06 3.8213429959233468e-06 4.0204788795315174e-06 -2.9655712950216186e-06 3.1164431311481171e-06 7.9819729428902811e-06 3.5877474884132274e-06 -3.3675375856422431e-06 3.0954604834608869e-06 -4.0105669686454347e-06 -4.0299810431558095e-06 -4.0823397921485596e-06 -4.6768364167551881e-06 -1.1160066278155985e-06 5.5626174071221617e-06 -8.8462748832777539e-06 -1.4895796743564496e-08 6.1814432878068868e-06 9.0970871364485603e-06 -1.3725236967729871e-05 8.8988761637812927e-06 4.6198277724821922e-07 -5.8280699184771426e-06 -8.337998286623149e-06 -7.1826826214142476e-06 2.7802593487535889e-06 7.1926394753691621e-07 4.4820800467434693e-06 -1.6127355229204956e-07 8.6802114966443554e-06
leaf_weight=22 23 21 22 20 20 39 29 33 33 25 21 20 21 30 20 30 270 38 24 25 37 24 21 27 23 20 181 29 1947 26
leaf_count=22 23 21 22 20 20 39 29 33 33 25 21 20 21 30 20 30 270 38 24 25 37 24 21 27 23 20 181 29 1947 26
internal_value=0 2.36204e-08 -2.29845e-09 -1.78508e-06 7.54359e-08 3.43624e-08 5.0625e-09 -2.99908e-08 7.58653e-09 -2.75756e-08 7.08322e-09 3.68091e-08 1.99559e-06 4.02633e-06 -2.70179e-08 2.56138e-09 -8.98034e-07 1.132e-07 1.72789e-08 -1.28554e-06 8.32979e-07 -6.77639e-06 1.20195e-07 -2.483e-06 2.62831e-08 -2.54876e-06 2.24426e-08 7.87233e-08 1.94395e-08 1.71919e-06
internal_weight=0 3098 3077 62 40 3015 2993 2964 2931 2898 2873 2852 90 69 2762 2742 300 2442 2404 176 127 49 2228 90 63 43 2204 2183 2154 207
internal_count=3121 3098 3077 62 40 3015 2993 2964 2931 2898 2873 2852 90 69 2762 2742 300 2442 2404 176 127 49 2228 90 63 43 2204 2183 2154 207
is_linear=0
shrinkage=0.1


Tree=6413
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 131 400 16 15 13 132 11 472 1429 1429 1212 15 133 43 2 133 15 15 15 15 2 12 15 2 1451 1455
split_gain=1.99971e-08 5.66733e-07 3.40585e-07 8.53807e-08 2.4799e-08 3.29619e-08 2.4608e-08 2.81766e-08 3.37912e-08 2.1983e-08 2.00014e-08 2.02386e-08 3.55824e-08 2.64136e-08 2.05093e-08 3.43088e-08 5.79675e-08 2.27372e-07 5.94422e-08 5.88295e-08 5.41629e-08 3.02808e-08 5.64325e-08 3.78661e-08 1.63593e-07 1.46064e-07 1.38014e-07 1.09476e-07 3.75678e-08 4.09593e-08
threshold=-0.083284999999999984 0.10450500000000001 0.12679500000000002 0.089480000000000018 -0.076979999999999979 0.11741500000000001 -0.090764999999999985 0.084370000000000014 -0.0087749999999999981 -0.095229999999999995 -0.072629999999999986 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.53159999999999996 0.12044500000000001 0.076280000000000014 -0.071629999999999985 0.10060500000000001 0.10722500000000001 0.11773500000000002 0.11461000000000002 0.11171000000000002 0.095175000000000023 0.097845000000000015 0.096990000000000007 0.101845 0.09142500000000002 0.091400000000000009 -0.14432499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 -1 6 -6 9 -9 -8 -2 -12 -13 -14 -15 20 17 -17 -19 -18 21 22 23 28 25 26 27 -25 29 -16
right_child=2 -3 -4 -5 5 -7 7 8 -10 -11 11 12 13 14 15 16 19 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=2.5238465696020288e-06 -3.054203768572604e-06 1.6967874653346371e-05 -1.307410864683334e-05 -6.8880388835168566e-06 2.3954922388232565e-06 -4.3214849483774744e-06 -5.2581756672562167e-07 3.8299133217895523e-06 -1.6520046894742258e-06 -4.7842317113380977e-06 -2.8484368613135304e-06 4.1687907017127323e-06 -3.3378048734132037e-06 -3.1258489343599649e-06 3.4584968649569953e-06 1.1235725914957585e-05 -5.1516641056537086e-06 -4.3257571602142974e-06 2.5674640843637212e-06 2.0623135390871121e-06 -4.2854618845138188e-06 2.862391210101123e-06 -4.4461486157030911e-06 2.0561597499713904e-06 1.0035626200988191e-05 -6.0656690368127943e-06 -2.8627081370099665e-06 1.1080560610423618e-05 -4.048495488068907e-06 -3.7328218564614936e-08
leaf_weight=32 21 20 20 20 33 20 27 22 23 22 24 21 23 20 34 25 20 22 29 26 29 38 28 41 20 28 35 20 23 2355
leaf_count=32 21 20 20 20 33 20 27 22 23 22 24 21 23 20 34 25 20 22 29 26 29 38 28 41 20 28 35 20 23 2355
internal_value=0 9.2143e-07 -6.9537e-08 -6.91278e-07 1.09748e-09 -5.48072e-07 4.61658e-08 -7.78598e-07 1.02804e-06 -2.43776e-06 2.07099e-08 4.328e-08 6.77429e-08 3.71598e-08 6.49522e-08 8.79655e-08 1.72762e-06 3.42346e-06 -4.06082e-07 -1.0742e-06 1.2508e-08 6.00446e-08 1.88336e-08 6.77458e-08 1.64301e-06 2.89357e-07 2.14291e-06 5.01498e-06 -2.62995e-08 1.2424e-08
internal_weight=0 219 2902 199 179 147 127 94 45 49 2882 2861 2837 2816 2793 2773 122 76 51 46 2651 2622 2584 2556 144 124 96 61 2412 2389
internal_count=3121 219 2902 199 179 147 127 94 45 49 2882 2861 2837 2816 2793 2773 122 76 51 46 2651 2622 2584 2556 144 124 96 61 2412 2389
is_linear=0
shrinkage=0.1


Tree=6414
num_leaves=31
num_cat=0
split_feature=1429 156 472 13 49 47 128 51 16 403 42 128 400 1209 1208 131 131 132 1 1204 132 394 1210 4 16 1209 1210 42 401 401
split_gain=2.29004e-08 5.35252e-08 2.26266e-08 1.07097e-07 2.21729e-07 2.15531e-07 2.09194e-08 6.36819e-08 9.62881e-08 6.50904e-08 6.04321e-08 3.88492e-08 4.84942e-08 5.60322e-08 6.62056e-08 4.20953e-08 6.31467e-08 4.41339e-08 7.01496e-07 3.70301e-07 1.45543e-07 9.29535e-08 3.88723e-08 6.03319e-08 3.5016e-08 3.11242e-08 6.3571e-08 1.87873e-07 3.80188e-08 1.54737e-07
threshold=-0.23752499999999996 0.32523500000000005 -0.068659999999999985 0.095120000000000024 0.08610000000000001 1.0000000180025095e-35 0.089745000000000005 -0.20636999999999997 -0.065229999999999996 -0.081224999999999992 -0.094469999999999985 0.085955000000000018 -0.39724499999999996 0.14268500000000003 0.10480500000000002 0.11863000000000001 0.11644500000000001 -0.083284999999999984 0.089475000000000013 -0.082199999999999981 -0.084999999999999978 0.013605000000000001 -0.13847499999999999 -0.081114999999999979 0.057265000000000003 -0.087199999999999986 -0.064799999999999983 0.085465000000000013 -0.078179999999999986 -0.46360499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 11 -8 9 -9 -11 12 -4 14 15 16 17 18 20 -19 -14 22 23 -21 -17 -24 27 -27 29 -28
right_child=1 -3 6 -5 -6 -7 7 8 -10 10 -12 -13 13 -15 -16 24 -18 19 -20 21 -22 -23 25 -25 -26 26 28 -29 -30 -31
leaf_value=-3.214957089364196e-06 -1.5027123486296055e-05 5.1793513694065038e-06 -4.6067332527725696e-06 4.5301643022748577e-06 3.5471251104960781e-06 -1.6252825683896585e-06 3.5616545123782725e-06 -3.8580775783595792e-06 -6.1533468708244324e-06 4.1382853773460448e-06 -1.4304832939160407e-06 3.8812368058171604e-06 3.5139624714981739e-07 5.3807287213203389e-06 -4.1916857889469207e-06 -5.2808296459261327e-07 5.6419617586860636e-06 -1.1207341124916105e-05 1.718945246466319e-05 6.8845074825471136e-06 -8.6068113979481933e-06 5.5141075099740535e-06 3.038482985657003e-06 -7.8983101957419433e-07 -5.8522070113602768e-06 3.2607984203423258e-06 -1.5189581100039998e-06 -8.2318134363132156e-06 6.3324386491742828e-09 8.7909751025942274e-06
leaf_weight=22 21 20 22 23 30 28 26 36 38 38 40 27 133 20 36 30 21 29 25 21 21 32 34 20 21 25 37 33 2188 24
leaf_count=22 21 20 22 23 30 28 26 36 38 38 40 27 133 20 36 30 21 29 25 21 21 32 34 20 21 25 37 33 2188 24
internal_value=0 2.2814e-08 -1.06809e-08 -1.4752e-06 -3.22359e-06 -7.36893e-06 3.94973e-08 -1.01168e-06 -1.79396e-06 -3.40836e-07 1.28251e-06 1.06346e-07 6.95778e-08 1.06988e-07 6.83528e-08 1.2528e-07 1.8019e-07 1.36446e-07 1.65212e-06 2.53919e-08 -8.70178e-07 1.60334e-07 8.84105e-08 3.14093e-06 -2.72037e-06 3.49491e-08 -9.31624e-09 -3.2781e-06 7.49832e-08 2.53741e-06
internal_weight=0 3099 3079 102 79 49 2977 178 152 114 78 2799 2772 2750 2730 2694 2643 2622 179 2443 154 2414 2382 41 51 2341 2307 58 2249 61
internal_count=3121 3099 3079 102 79 49 2977 178 152 114 78 2799 2772 2750 2730 2694 2643 2622 179 2443 154 2414 2382 41 51 2341 2307 58 2249 61
is_linear=0
shrinkage=0.1


Tree=6415
num_leaves=31
num_cat=0
split_feature=132 393 1186 15 1213 403 403 132 16 43 133 2 472 474 1206 1210 43 51 3 13 12 52 1 121 33 34 34 9 47 9
split_gain=2.44108e-08 1.21775e-07 5.32561e-08 5.70403e-08 3.12076e-08 3.39661e-08 2.8689e-08 2.93783e-08 3.83448e-08 7.36643e-08 2.43884e-08 2.55894e-08 2.20511e-08 3.57098e-08 2.19133e-08 2.40803e-08 2.13799e-08 7.52086e-08 3.74985e-08 8.81892e-08 5.14365e-08 4.44645e-08 3.5037e-08 7.71416e-08 3.41486e-08 3.84884e-08 6.76212e-08 3.80545e-08 4.79796e-08 4.4141e-07
threshold=-0.083174999999999985 0.12069000000000002 0.049580000000000006 0.092400000000000024 0.086260000000000017 -0.088034999999999988 -0.080194999999999975 -0.1075 -0.095964999999999981 0.50194500000000009 -0.50375999999999987 0.089775000000000008 -0.38234499999999999 0.12103000000000001 1.0000000180025095e-35 0.24726500000000004 0.084740000000000024 0.081440000000000026 -0.080484999999999987 -0.052719999999999996 0.087005000000000013 0.0031350000000000002 0.16540500000000002 -0.094339999999999993 -0.044254999999999996 -0.08786999999999999 -0.084564999999999987 0.091600000000000015 0.094160000000000008 0.037245000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 -1 -7 8 -8 -10 11 -2 -12 14 15 16 22 18 21 20 -20 -18 23 -14 -25 -26 -27 28 29 -28
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 12 -13 13 -15 -16 -17 17 -19 19 -21 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-3.4828324620822716e-06 4.1436011072399758e-06 7.6647342883093402e-06 -5.802411654561487e-06 -4.9797098781709799e-06 3.4760217545226627e-06 3.3453923151682829e-06 -2.9648715970833823e-06 -3.7651430700082403e-06 6.7265022175888596e-06 -9.2190458109839443e-07 -3.0357321368986352e-06 -3.2291231056423505e-07 -5.6291893959799688e-06 4.1165774053383979e-06 -3.3207951452141063e-06 3.1550206917548474e-06 -1.0324490587311541e-06 -6.8692571176143248e-06 -2.6124911595911115e-06 -7.4891774784191518e-06 2.6969019445901827e-06 4.41511599743096e-06 4.2153563560987098e-06 4.1828416533462588e-06 4.0195739264466592e-06 -5.4013723357733722e-06 8.0757022025572348e-08 -3.2275593197742378e-06 1.3769313442843704e-06 -1.4488415174474497e-05
leaf_weight=29 29 21 21 25 24 25 23 21 20 34 24 23 24 21 20 24 31 20 37 20 36 29 20 20 24 23 2137 35 260 21
leaf_count=29 29 21 21 25 24 25 23 21 20 34 24 23 24 21 20 24 31 20 37 20 36 29 20 20 24 23 2137 35 260 21
internal_value=0 7.73861e-08 -1.01063e-06 -5.10002e-07 1.249e-07 -4.04224e-07 3.21626e-07 -4.49742e-07 4.54458e-07 1.91084e-06 2.20232e-08 2.16803e-06 -1.74645e-08 8.38794e-09 -2.2634e-08 1.25707e-09 -2.63974e-08 -1.10237e-06 -3.48528e-07 -1.60599e-06 5.83969e-09 1.60054e-06 4.62013e-08 1.3425e-08 6.71641e-08 3.42387e-08 -4.39134e-09 4.62122e-08 9.35993e-08 -6.1019e-08
internal_weight=0 2899 222 201 176 152 123 98 77 54 2878 52 2826 2802 2781 2761 2737 173 153 93 73 60 2564 2544 2520 2500 2476 2453 2418 2158
internal_count=3121 2899 222 201 176 152 123 98 77 54 2878 52 2826 2802 2781 2761 2737 173 153 93 73 60 2564 2544 2520 2500 2476 2453 2418 2158
is_linear=0
shrinkage=0.1


Tree=6416
num_leaves=31
num_cat=0
split_feature=47 47 47 47 1453 131 47 47 4 48 0 49 1 393 1 121 39 2 9 3 9 34 2 147 147 3 2 15 156 474
split_gain=2.46432e-08 2.44239e-07 2.36602e-07 6.9614e-08 3.18045e-08 5.48382e-08 2.65596e-08 4.95517e-08 3.86159e-08 2.75944e-08 2.71378e-08 3.76822e-08 5.08106e-08 2.56175e-08 2.42502e-08 7.63373e-08 3.0134e-08 9.21156e-08 5.95356e-08 1.97925e-07 1.5606e-07 3.01307e-08 8.91343e-08 2.34316e-08 5.09697e-08 2.53624e-08 1.28292e-07 1.13616e-07 9.46625e-08 4.34041e-08
threshold=0.094460000000000002 0.096770000000000009 0.091680000000000011 0.089640000000000011 -1.0000000180025095e-35 0.095715000000000008 0.10843500000000002 0.11419000000000001 0.015030000000000002 0.10288500000000002 -0.060129999999999996 0.15021500000000002 0.11551000000000002 0.12069000000000002 0.16540500000000002 -0.094339999999999993 -1.0000000180025095e-35 0.10584500000000001 0.092235000000000011 -0.13309499999999996 0.085555000000000006 -0.08786999999999999 -0.055814999999999997 0.099230000000000013 0.093875000000000014 0.11658 0.11215000000000001 -0.087894999999999987 0.3248100000000001 0.11147000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 13 -3 6 8 -8 9 -6 11 12 -9 14 15 -1 17 -17 20 -20 21 -18 -23 24 25 28 -27 -28 29 -24
right_child=1 4 -4 -5 5 -7 7 10 -10 -11 -12 -13 -14 -15 -16 16 18 -19 19 -21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-5.8630923469784406e-06 -1.0999191660878502e-05 3.77092364942655e-06 1.0424634886228226e-05 -5.1369528311904738e-06 -2.4087184337011944e-06 -3.8874582579159036e-06 -3.9314758198218312e-06 -9.2976174203483561e-07 3.9141364512628433e-06 1.992469051088094e-06 -2.2274203678503469e-06 -1.6974354812865151e-06 5.4006263391137569e-06 3.0182866731624459e-06 3.3370003796500734e-06 7.4543127777273879e-06 3.3225642078428385e-06 -1.6146469325425036e-06 3.7072783646863177e-06 -9.7623693496492105e-06 8.6552818131513918e-06 -6.232767436418014e-06 -3.081827495240147e-08 2.6680214039681065e-06 -4.6999744535755981e-06 7.6344763075352461e-06 2.6607917430333653e-06 -5.2840220390256343e-06 -6.5658632469090993e-06 3.3766127767433465e-06
leaf_weight=22 22 20 22 26 28 38 35 21 39 29 29 27 32 29 22 21 27 24 20 24 21 23 2303 33 23 26 45 30 22 38
leaf_count=22 22 20 22 26 28 38 35 21 39 29 29 27 32 29 22 21 27 24 20 24 21 23 2303 33 23 26 45 30 22 38
internal_value=0 -8.31347e-07 9.4979e-08 1.32041e-08 -8.07003e-08 -3.57796e-07 2.01068e-07 -6.57865e-07 1.48947e-06 -1.69518e-07 3.93294e-07 1.3433e-06 2.89236e-06 6.18434e-08 3.03688e-08 3.44584e-09 5.1604e-08 2.61753e-06 7.78355e-09 -3.6398e-06 6.97263e-08 -4.28002e-10 -3.57095e-08 2.0851e-08 -1.42743e-08 2.94639e-08 1.5813e-06 -5.17134e-07 -3.68651e-08 2.44924e-08
internal_weight=0 320 2801 2779 298 278 240 144 96 57 109 80 53 2753 2724 2702 2680 45 2635 44 2591 2570 2543 2520 2487 2464 101 75 2363 2341
internal_count=3121 320 2801 2779 298 278 240 144 96 57 109 80 53 2753 2724 2702 2680 45 2635 44 2591 2570 2543 2520 2487 2464 101 75 2363 2341
is_linear=0
shrinkage=0.1


Tree=6417
num_leaves=31
num_cat=0
split_feature=47 0 1 47 15 47 0 1 148 447 16 13 147 1373 1429 1373 1375 0 457 1371 1375 456 456 10 130 40 40 151 2 151
split_gain=2.11883e-08 1.61228e-07 8.6354e-07 2.20188e-07 8.89197e-08 6.28088e-08 3.9525e-08 2.98511e-08 2.48439e-08 4.80789e-08 3.21398e-08 7.20407e-08 4.8704e-08 2.62389e-08 2.30503e-07 2.4069e-07 6.31574e-08 5.41999e-08 3.97382e-08 5.25363e-08 6.22299e-08 3.74849e-08 4.02228e-08 3.57796e-08 4.13596e-08 7.33162e-08 6.53365e-08 4.23307e-08 1.06605e-07 4.90274e-08
threshold=0.092165000000000011 -0.10224499999999999 0.099400000000000002 0.09550500000000002 -0.18895499999999996 0.090100000000000013 -0.094299999999999981 0.11453000000000001 -0.10069499999999999 0.094580000000000011 -0.54656499999999986 -0.029529999999999997 0.092070000000000013 1.0000000180025095e-35 0.083725000000000008 0.08789000000000001 -0.42089999999999994 -0.23091999999999999 -0.096529999999999991 0.086910000000000015 -0.090674999999999992 0.091895000000000018 0.08790000000000002 -0.38124499999999995 -0.22461999999999996 -0.085734999999999992 -0.083564999999999987 -0.087864999999999985 0.088225000000000012 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -4 8 -5 -6 -1 10 11 -10 13 16 15 -15 -12 -18 -19 20 -20 22 23 -22 -25 -26 -27 28 -28 -29
right_child=1 3 4 6 7 -7 -8 -9 9 -11 12 -13 -14 14 -16 -17 17 18 19 -21 21 -23 -24 24 25 26 27 29 -30 -31
leaf_value=2.7758844060537573e-06 -2.1595030257773571e-05 1.0116809432309476e-05 6.6075527023539986e-06 -3.9523895785114967e-06 -3.7938227864208829e-06 5.4129542832015438e-06 1.2378012874592059e-07 1.2476783770883535e-06 1.0430174199882458e-06 -4.034488235392614e-06 -5.3284537981116137e-06 -6.4232915576667443e-06 3.9850630990656555e-06 1.3830830387936054e-05 -6.6263965879639644e-06 -1.2783730805191832e-07 4.3510589421202898e-06 -3.9640171344217379e-06 -5.4219517150635336e-06 4.8000088542805677e-06 3.6764601763597627e-06 3.8974094713921664e-06 -3.2224900965765733e-06 -4.5128066039978875e-06 3.8037952614175478e-06 -4.920022382011498e-06 -1.1320459538853212e-06 -4.3657319473857993e-06 6.7017260171553522e-06 3.0331539012879029e-09
leaf_weight=33 22 22 21 27 23 22 200 24 28 29 22 24 32 21 22 30 29 25 21 23 27 25 38 20 51 27 38 26 32 2137
leaf_count=33 22 22 21 27 23 22 200 24 28 29 22 24 32 21 22 30 29 25 21 23 27 25 38 20 51 27 38 26 32 2137
internal_value=0 -7.46414e-07 -4.37384e-06 5.64704e-07 1.19772e-06 9.09539e-08 -3.61051e-07 -1.21944e-06 4.85322e-08 1.55279e-08 5.90603e-08 -2.40297e-06 1.07445e-07 5.9976e-08 1.9292e-06 5.61985e-06 6.27536e-09 5.28669e-08 2.80761e-09 4.30391e-08 -1.76446e-09 4.52508e-08 5.05715e-09 5.70702e-08 1.51468e-08 5.43329e-08 -3.02789e-08 2.88447e-08 2.44911e-06 -4.94809e-08
internal_weight=0 339 90 249 68 2782 227 47 2760 2727 2698 52 2646 2614 73 51 2541 2519 2490 2465 2442 2421 2396 2358 2331 2311 2260 2233 70 2163
internal_count=3121 339 90 249 68 2782 227 47 2760 2727 2698 52 2646 2614 73 51 2541 2519 2490 2465 2442 2421 2396 2358 2331 2311 2260 2233 70 2163
is_linear=0
shrinkage=0.1


Tree=6418
num_leaves=31
num_cat=0
split_feature=448 447 160 484 49 49 15 1 15 15 15 1 3 16 0 42 484 160 49 2 151 3 1 457 2 1456 3 457 1 3
split_gain=2.14815e-08 5.37295e-08 2.37295e-08 7.67137e-08 7.78234e-08 8.66118e-08 8.92047e-08 2.18654e-07 1.73273e-07 1.16719e-07 1.24699e-07 1.55954e-07 1.68737e-07 1.67471e-07 5.72754e-08 3.87236e-08 3.86011e-08 5.00615e-08 1.13917e-07 1.97224e-07 4.93566e-08 8.93939e-08 1.10262e-07 6.33612e-08 1.27722e-07 8.45488e-08 5.56195e-08 5.34127e-08 4.9859e-08 4.25471e-08
threshold=0.068920000000000023 0.094005000000000019 0.086075000000000013 0.073690000000000019 0.11475 0.094245000000000009 -0.092489999999999989 0.094090000000000021 -0.090644999999999989 -0.088429999999999995 -0.07490999999999999 0.10684 -0.082284999999999983 -0.016164999999999995 -0.083389999999999978 0.083595000000000017 -0.22288999999999995 0.066685000000000008 -0.081604999999999997 0.093175000000000022 0.015440000000000001 -0.083654999999999993 0.091785000000000019 -0.081909999999999997 0.085785000000000014 0.084530000000000008 -0.084724999999999981 -0.010114999999999997 0.11353000000000001 -0.083489999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 5 6 7 -4 -8 -10 -11 12 13 -12 -15 -16 -1 20 -19 -20 23 -22 -23 24 -18 26 -26 -25 -24 -29
right_child=-2 -3 3 -5 -6 -7 8 -9 9 10 11 -13 -14 14 15 -17 17 18 19 -21 21 22 28 27 25 -27 -28 29 -30 -31
leaf_value=3.4266528747567088e-06 -3.2667936844887894e-06 4.0974884527145148e-06 -1.0027990839155203e-05 4.7858259649827866e-06 -6.6705712697512361e-06 4.883004575276573e-06 8.1238414912315253e-06 1.6850241430195942e-06 -8.4760318713961166e-06 5.4532601977067925e-06 -1.0486202861557104e-05 -8.642355158354594e-06 5.84960190775853e-06 4.4419410073714976e-06 8.3515931857453491e-07 -5.2445930955968836e-06 2.3912981785340689e-06 -2.5307078780875042e-06 1.2169526534871298e-05 -1.4084687711601873e-06 -1.8073681070372681e-06 9.3363056818746441e-06 -2.0990888891031752e-06 3.9773753724837281e-06 -3.2778930458137086e-06 6.5301757331326374e-07 -9.8141183457300947e-06 4.7172389953975571e-07 4.5598182747529462e-06 -4.0369970442461897e-07
leaf_weight=34 20 32 34 23 24 25 22 30 20 30 20 26 34 20 22 20 36 26 23 20 39 26 23 33 23 20 30 891 22 1473
leaf_count=34 20 32 34 23 24 25 22 30 20 30 20 26 34 20 22 20 36 26 23 20 39 26 23 33 23 20 30 891 22 1473
internal_value=0 2.10675e-08 -2.14368e-08 -7.96464e-07 -1.1891e-06 -7.54926e-07 -1.26193e-06 -4.53752e-06 -2.82321e-07 -1.24553e-06 -4.04771e-07 -1.64238e-06 -7.34235e-08 -2.52931e-06 3.74268e-08 -2.05996e-06 7.83276e-08 3.5928e-08 2.69466e-06 5.85418e-06 -3.41991e-08 2.03903e-06 4.15184e-06 -1.25203e-07 -2.48319e-06 -4.88705e-06 -6.97764e-06 -1.79768e-08 1.15638e-06 -7.37494e-08
internal_weight=0 3101 3069 350 327 303 278 64 214 192 172 142 116 82 62 42 2719 2685 69 43 2616 110 71 2506 109 73 53 2397 45 2364
internal_count=3121 3101 3069 350 327 303 278 64 214 192 172 142 116 82 62 42 2719 2685 69 43 2616 110 71 2506 109 73 53 2397 45 2364
is_linear=0
shrinkage=0.1


Tree=6419
num_leaves=31
num_cat=0
split_feature=1429 156 472 13 51 2 49 475 475 133 133 0 2 3 2 49 0 49 3 4 15 15 15 15 3 3 480 480 481 160
split_gain=2.11262e-08 6.0171e-08 2.07972e-08 8.68754e-08 1.97168e-07 7.44711e-08 1.91161e-08 8.22366e-08 1.91261e-07 8.7947e-08 1.76737e-07 1.29938e-07 3.2487e-07 9.06517e-08 2.07331e-07 7.98822e-08 7.61844e-08 7.21588e-08 9.91853e-08 8.49241e-08 7.0855e-08 1.49546e-07 8.04871e-08 7.66364e-08 1.0229e-07 6.97403e-08 3.96121e-08 4.02607e-08 3.25212e-08 1.6617e-07
threshold=-0.23752499999999996 0.32523500000000005 -0.068659999999999985 0.095120000000000024 -0.036694999999999992 0.087470000000000006 0.088930000000000009 -0.085774999999999976 -0.06562999999999998 0.089595000000000022 0.087285000000000015 -0.069444999999999993 0.12595500000000001 -0.072894999999999988 0.10912000000000001 0.092975000000000016 -0.080689999999999984 0.084075000000000025 -0.082234999999999989 -0.00099499999999999979 -0.097454999999999986 -0.11033999999999998 -0.076244999999999993 -0.13578499999999996 0.097915000000000016 -0.069009999999999974 0.11471500000000003 0.106725 -0.081614999999999979 -0.025879999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 17 -8 -9 10 15 13 -13 14 16 -10 -11 26 -19 -20 21 23 -22 24 25 -17 27 28 29 -4
right_child=1 -3 6 -5 5 -7 7 8 9 11 -12 12 -14 -15 -16 20 -18 18 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.0878976613993561e-06 -1.1294866871616077e-05 5.4892219895918972e-06 6.0831840417041373e-06 3.9911093252790716e-06 4.2786744709625658e-06 -2.9968256571108631e-06 -6.382977920052129e-06 8.4321306038267121e-06 -4.68351637586669e-06 5.083828934320738e-07 8.887625740912468e-06 -1.6663587884409027e-05 9.4616234129964809e-07 -6.1691947647564879e-06 9.6204444253089603e-06 -5.6506531742026871e-07 -7.1893147219270762e-06 7.0915990285616975e-06 -3.9430554952559755e-06 4.4767538771912257e-06 7.0703608280644828e-06 -8.2094228637288322e-06 5.5463110259422274e-07 5.1088948173226252e-06 3.3646099566418528e-06 -8.6392213449926207e-06 3.7184680499241698e-06 -4.4676087758332979e-06 -4.5105319067094927e-08 -1.6289400719835194e-06
leaf_weight=22 21 20 49 23 24 34 23 24 38 36 22 20 22 24 20 23 20 35 25 23 26 25 70 26 29 20 29 20 2263 65
leaf_count=22 21 20 49 23 24 34 23 24 38 36 22 20 22 24 20 23 20 35 25 23 26 25 70 26 29 20 29 20 2263 65
internal_value=0 2.19265e-08 -1.3587e-08 -1.41765e-06 -2.99236e-06 1.37261e-08 3.45201e-08 -5.52209e-07 -2.50843e-07 -7.45835e-07 2.85291e-07 -2.77178e-06 -7.43943e-06 -8.11363e-07 8.80584e-07 -4.51096e-07 -2.24079e-06 1.43962e-07 3.04331e-06 9.14365e-08 2.83297e-07 -1.30578e-06 2.31931e-06 4.55347e-07 -1.2251e-06 -4.32049e-06 4.47671e-08 3.20985e-10 3.7914e-08 1.68592e-06
internal_weight=0 3099 3079 102 79 58 2977 468 445 421 279 142 42 100 76 257 56 2509 83 48 219 123 96 98 72 43 2426 2397 2377 114
internal_count=3121 3099 3079 102 79 58 2977 468 445 421 279 142 42 100 76 257 56 2509 83 48 219 123 96 98 72 43 2426 2397 2377 114
is_linear=0
shrinkage=0.1


Tree=6420
num_leaves=31
num_cat=0
split_feature=1420 157 471 471 471 132 1203 1185 50 1204 131 3 47 10 47 47 1456 159 47 160 49 47 1419 156 1452 482 158 158 483 483
split_gain=2.12608e-08 7.22263e-08 2.23239e-08 4.44786e-08 1.99028e-08 2.12415e-08 5.93023e-07 3.35911e-07 1.30377e-07 3.22453e-08 3.56833e-08 2.71046e-08 2.25638e-08 2.24674e-07 2.08183e-07 7.976e-08 2.6529e-08 4.47172e-08 3.70261e-08 3.55854e-08 5.35114e-08 3.97944e-08 2.40721e-08 4.04554e-08 2.54522e-08 2.84746e-08 1.80469e-07 4.92659e-08 4.37708e-08 1.72383e-07
threshold=0.056520000000000008 0.63397500000000007 0.10338500000000002 0.093375000000000014 0.090100000000000013 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.082199999999999981 0.10156500000000002 -0.092644999999999991 0.094160000000000008 -0.0026549999999999994 0.090100000000000013 0.097970000000000015 -0.077604999999999993 0.085035000000000013 0.10254000000000001 -0.081399999999999986 -0.006494999999999999 0.11328000000000001 0.086505000000000012 -0.0011799999999999998 -0.073879999999999987 0.11191500000000001 -0.46695499999999995 -0.4686749999999999 0.10143000000000001 0.096460000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -7 11 10 -9 -1 14 -14 22 -15 -17 18 -18 -20 -21 -22 23 -11 -25 27 -27 -26 29 -29
right_child=-2 -3 -4 -5 -6 7 -8 9 -10 12 -12 -13 13 15 -16 16 17 -19 19 20 21 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-2.9422749785226192e-06 -3.0291377757036928e-06 6.0124852643639323e-06 -3.1202213706463861e-06 4.5932993782030065e-06 -3.1689718821326101e-06 -1.2385677473503165e-05 1.6918274390523689e-05 5.6843081248795592e-06 -8.4166652482053915e-06 -3.4240259560647246e-06 9.2760844836448089e-08 6.1424437971406109e-07 1.1038493590831422e-05 -5.7198656804757777e-06 -7.8925940349162226e-06 -2.7401310598468796e-06 4.4645718196534291e-06 4.8832462598511481e-06 -3.4155244571189135e-06 5.2077050808986231e-06 -3.1680309816425402e-06 8.3568153002033802e-07 2.7117913020902052e-06 3.5531767093743841e-06 4.2675125802849873e-06 -9.6949767123533099e-06 2.7423910621239757e-06 -5.177998527089317e-08 -2.76544356253046e-06 8.4700033511353467e-06
leaf_weight=25 23 20 23 21 20 22 21 21 20 35 25 150 20 22 34 22 20 25 27 21 34 92 32 20 27 20 28 2170 57 24
leaf_count=25 23 20 23 21 20 22 21 21 20 35 25 150 20 22 34 22 20 25 27 21 34 92 32 20 27 20 28 2170 57 24
internal_value=0 2.2493e-08 -1.64283e-08 6.93903e-09 -2.48057e-08 -3.94197e-09 9.51529e-07 -7.77024e-08 -7.67967e-07 1.98392e-08 2.64542e-06 1.0617e-07 -2.44014e-08 8.20971e-07 -1.2217e-07 4.39732e-08 5.70133e-07 9.02671e-07 3.8971e-07 -7.8665e-08 5.34228e-07 -2.44685e-07 -1.26824e-08 -4.92986e-08 1.04903e-09 -2.94938e-08 -2.43985e-06 2.1295e-08 -2.96369e-08 4.14392e-08
internal_weight=0 3098 3078 3055 3034 3014 216 2798 195 2776 46 175 2730 283 2447 263 241 219 194 174 147 126 2413 2381 2346 2326 48 2278 2251 2194
internal_count=3121 3098 3078 3055 3034 3014 216 2798 195 2776 46 175 2730 283 2447 263 241 219 194 174 147 126 2413 2381 2346 2326 48 2278 2251 2194
is_linear=0
shrinkage=0.1


Tree=6421
num_leaves=31
num_cat=0
split_feature=132 1185 1203 10 0 15 52 45 11 49 157 484 49 0 49 49 1456 42 2 15 1456 12 1446 1447 484 1456 4 133 42 3
split_gain=2.15762e-08 1.36664e-07 7.08756e-08 2.06194e-08 2.77487e-07 2.83518e-07 1.13009e-07 3.08764e-08 1.82399e-07 2.19011e-08 1.17242e-07 1.90895e-07 1.64349e-07 2.04556e-07 1.0413e-07 6.60639e-08 5.2135e-08 5.05595e-08 7.53606e-08 4.73114e-08 4.26406e-08 1.67637e-07 3.73796e-07 2.60703e-07 1.36183e-07 7.32328e-08 4.224e-08 1.25015e-07 1.2017e-07 5.04607e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 0.10440000000000001 -0.087424999999999989 0.086135000000000017 0.11560500000000001 -0.085254999999999984 0.12073000000000002 0.10247500000000002 0.10959500000000001 0.12074000000000001 0.090425000000000019 0.095575000000000007 0.085275000000000004 0.083985000000000018 0.083715000000000026 -0.086279999999999982 -0.085329999999999975 0.081770000000000023 0.056795000000000005 0.099660000000000012 0.092395000000000019 -0.028564999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 -7 8 -5 15 -11 12 13 -12 -14 16 17 20 -19 -20 25 22 -22 -23 -25 -10 28 29 -16 -28
right_child=1 3 -4 7 5 6 -8 -9 9 10 11 -13 14 -15 26 -17 -18 18 19 -21 21 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-2.7133033732476068e-07 8.1105815860653467e-06 -1.0882086606519199e-05 -5.6533445217610284e-06 9.622864592984116e-06 8.1460429767174806e-06 5.092104012354477e-07 -8.4000595298524178e-06 -2.8397442665411494e-06 2.7106441504212578e-08 -8.0050938880135835e-06 -1.1807263426190133e-05 6.7163641179992261e-06 7.1343912054544493e-06 1.757489209402203e-07 1.4808428514258814e-06 5.7134078750615506e-06 -3.6446629620341639e-06 -1.3982643567628814e-06 8.4757384270646572e-06 2.2285042043087608e-06 -1.6052191028848029e-06 -9.0867878349434682e-06 1.6905492748264807e-05 8.4954864951214409e-06 -1.7471357329702222e-06 -4.5206015051412074e-06 -5.6109649965005056e-06 7.1655485876156248e-06 -8.1982990106711359e-06 1.1690284222625096e-06
leaf_weight=194 21 24 28 20 36 35 24 36 2159 21 29 34 20 28 29 21 37 29 22 27 24 26 20 25 27 36 21 22 23 23
leaf_count=194 21 24 28 20 36 35 24 36 2159 21 29 34 20 28 29 21 37 29 22 27 24 26 20 25 27 36 21 22 23 23
internal_value=0 7.27584e-08 -9.50143e-07 1.41086e-08 -1.27472e-06 1.15241e-06 -3.1149e-06 6.96977e-08 1.08163e-07 3.77616e-08 -8.53878e-07 -1.98089e-07 -1.40369e-06 -5.92087e-06 4.62108e-07 1.28634e-07 8.04101e-08 1.37958e-07 2.64213e-06 5.03338e-06 5.36572e-08 1.8733e-06 6.80874e-06 -9.10795e-07 3.1772e-06 -4.74801e-08 -6.68788e-07 1.0106e-06 -2.80032e-06 -2.06688e-06
internal_weight=0 2899 222 2878 119 95 59 2759 2723 2703 250 229 195 57 138 2453 2432 2395 78 49 2317 122 44 78 52 2195 118 66 52 44
internal_count=3121 2899 222 2878 119 95 59 2759 2723 2703 250 229 195 57 138 2453 2432 2395 78 49 2317 122 44 78 52 2195 118 66 52 44
is_linear=0
shrinkage=0.1


Tree=6422
num_leaves=31
num_cat=0
split_feature=11 12 130 1 1 9 10 2 131 2 4 123 0 4 0 4 471 157 0 11 1428 52 2 13 16 3 16 13 45 474
split_gain=2.40186e-08 2.23437e-08 5.59082e-08 2.19014e-08 6.23779e-08 5.63213e-08 5.6544e-08 6.33751e-08 3.76917e-08 5.17378e-08 3.52373e-08 3.45937e-08 2.08825e-08 3.84128e-08 1.28691e-07 3.54904e-08 1.14671e-07 8.34845e-08 5.73969e-08 3.63009e-08 6.6676e-08 3.44802e-08 3.33967e-08 2.99399e-08 4.86229e-08 4.27777e-08 8.59428e-08 3.97633e-08 3.61248e-08 5.98732e-08
threshold=-0.072629999999999986 0.23631000000000002 -0.22461999999999996 0.13686500000000004 0.13842500000000005 0.092410000000000006 0.053330000000000009 -0.080614999999999978 0.10194500000000002 0.17760500000000004 0.51164000000000009 0.091810000000000017 0.14486500000000005 -0.50940999999999981 0.10455500000000001 -0.50052499999999989 -0.085064999999999988 -0.00078499999999999989 0.12445000000000002 0.093970000000000012 0.094820000000000015 0.095415000000000014 0.09167500000000002 -0.42195999999999995 -0.072359999999999994 0.13524500000000003 -0.074929999999999983 -0.16152999999999998 0.084355000000000013 0.11568500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -4 9 10 11 -6 13 14 22 17 -17 -15 19 20 23 -14 -9 24 -18 27 -27 -25 29 -29
right_child=1 -3 3 4 8 -7 -8 12 -10 -11 -12 -13 21 15 -16 16 18 -19 -20 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-3.3705276358713967e-06 4.5765043759510499e-06 -3.0824119389565215e-06 4.3600445079384959e-06 -5.9704007625164788e-06 -2.9761941674130354e-06 4.2379231658173925e-06 -3.9754828022913509e-06 -2.2185679267749946e-06 3.6765055062915057e-06 -5.6315689334951461e-06 3.4644394300574855e-06 2.0580249448747575e-06 -6.6902758670684919e-08 6.172476736677795e-06 -9.0784071539928854e-06 -7.5580818429443762e-06 -5.9111012128389783e-06 -1.996690663087396e-06 5.3793739925822591e-06 -3.1970444243459696e-06 5.6570074299261686e-06 5.258768940166192e-06 3.4912058470668163e-06 -4.4533685732517372e-06 7.3740399490030879e-07 7.0443680488097016e-06 -1.5254646081592166e-06 3.4531939869002803e-08 4.1534335189280251e-06 -5.3284285232144788e-06
leaf_weight=21 27 23 34 23 39 32 35 20 20 20 22 21 31 29 20 20 22 22 20 35 21 20 21 20 22 25 22 2392 21 21
leaf_count=21 27 23 34 23 39 32 35 20 20 20 22 21 31 29 20 20 22 22 20 35 21 20 21 20 22 25 22 2392 21 21
internal_value=0 2.2836e-08 4.60471e-08 5.94143e-09 -1.19349e-06 6.58097e-08 1.934e-08 6.86066e-08 -2.92923e-07 -1.07124e-06 4.10319e-08 -1.21422e-06 1.65706e-08 -2.05729e-08 -2.50204e-06 3.56563e-08 -1.48004e-08 2.64852e-06 4.276e-08 1.72487e-09 4.53558e-08 2.0216e-06 7.0595e-07 -9.48615e-10 -2.58685e-06 4.4545e-08 3.03296e-06 -1.26902e-08 2.37985e-08 -1.21412e-08
internal_weight=0 3100 3077 3050 145 2905 2873 2838 122 102 82 60 2804 2753 61 2692 2641 51 2621 2601 2566 51 41 2545 44 2501 47 2454 2434 2413
internal_count=3121 3100 3077 3050 145 2905 2873 2838 122 102 82 60 2804 2753 61 2692 2641 51 2621 2601 2566 51 41 2545 44 2501 47 2454 2434 2413
is_linear=0
shrinkage=0.1


Tree=6423
num_leaves=31
num_cat=0
split_feature=130 40 12 142 11 33 133 9 15 132 15 393 50 3 4 4 12 1456 12 12 14 124 4 131 131 3 482 482 482 484
split_gain=2.17257e-08 5.72959e-08 2.1661e-08 7.35638e-08 5.49442e-08 5.20354e-08 4.20913e-08 2.4378e-08 7.5083e-08 2.69701e-08 5.46903e-07 3.16061e-07 1.13627e-07 3.27408e-08 4.65802e-08 3.7643e-08 2.58545e-08 3.67992e-08 3.14555e-08 2.98411e-08 3.14037e-08 5.90006e-08 8.76232e-08 3.85038e-08 3.81583e-08 9.95469e-08 4.84261e-08 4.25561e-08 6.09471e-08 3.64372e-08
threshold=-0.23647499999999996 -0.16692999999999997 0.12757000000000002 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.017095000000000003 0.085555000000000006 -0.10653 -0.083284999999999984 0.091915000000000011 0.12679500000000002 0.08461500000000001 -0.06977499999999999 0.0012600000000000003 0.098655000000000007 0.11586 0.11510000000000002 0.11351500000000002 0.110195 -0.31058999999999998 -1.0000000180025095e-35 0.50996500000000011 0.13695500000000002 0.11863000000000001 -0.083154999999999993 0.12191 0.11191500000000001 0.10022500000000002 0.11803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -4 9 -9 10 12 16 13 14 -7 -15 17 18 19 20 21 -11 -23 24 26 -26 27 28 29 -22
right_child=1 2 6 4 5 7 -8 8 -10 11 -12 -13 -14 15 -16 -17 -18 -19 -20 -21 23 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-3.285309571765538e-06 4.1657742974965725e-06 5.6466629886294281e-06 -5.0249995451849832e-06 -4.4394969076425443e-06 -4.531775641225977e-06 1.3634255686195938e-07 4.8991933863454331e-07 -9.4061819016281219e-07 6.5023129596026949e-06 1.7867513397504807e-06 1.4959275195906231e-05 -1.2597319628184778e-05 -7.955450466852199e-06 5.5861280134195113e-06 -5.1884267986679339e-06 -5.4926256268572623e-07 -2.6041805196311197e-06 3.1066628480402872e-06 -3.9386248226946919e-06 3.7967902157799386e-06 1.0503324368924441e-07 -2.2305764370382044e-07 -9.1852686705351529e-06 4.0562217918704849e-06 1.8148506036314282e-06 -8.0429769786860552e-06 4.752929937074607e-06 -3.3724923247922968e-06 5.3306185153897704e-06 -2.4547828580149434e-06
leaf_weight=20 33 23 25 28 25 92 31 33 23 25 25 20 20 20 20 20 37 39 20 21 2275 24 20 24 21 20 22 36 22 57
leaf_count=20 33 23 25 28 25 92 31 33 23 25 25 20 20 20 20 20 37 39 20 21 2275 24 20 24 21 20 22 36 22 57
internal_value=0 2.11838e-08 -2.33962e-08 1.28346e-08 -3.0517e-08 1.11754e-08 -1.9721e-06 4.98586e-08 2.1163e-06 9.6778e-09 1.13901e-06 -7.32438e-08 -8.69748e-07 6.25808e-08 -8.14509e-07 2.51843e-06 2.08161e-08 5.7802e-08 1.18392e-08 4.26181e-08 1.16528e-08 -2.09261e-06 -4.29679e-06 7.02697e-08 3.12714e-08 -2.99385e-06 8.26933e-08 3.97037e-08 9.18868e-08 4.24648e-08
internal_weight=0 3101 3068 3012 2989 2961 56 2936 56 2880 197 2683 172 152 112 40 2663 2626 2587 2567 2546 69 44 2477 2453 41 2412 2390 2354 2332
internal_count=3121 3101 3068 3012 2989 2961 56 2936 56 2880 197 2683 172 152 112 40 2663 2626 2587 2567 2546 69 44 2477 2453 41 2412 2390 2354 2332
is_linear=0
shrinkage=0.1


Tree=6424
num_leaves=31
num_cat=0
split_feature=12 130 1208 1208 1209 1209 1209 403 3 1209 1209 1213 1211 1211 1212 1212 1213 52 402 16 42 1204 1203 1203 1204 393 403 130 49 130
split_gain=2.31134e-08 5.03e-08 2.02143e-08 2.59763e-08 4.54404e-08 3.19604e-08 2.59195e-08 4.22209e-08 3.12298e-07 3.85243e-08 3.73141e-08 2.73976e-08 3.62414e-08 6.57935e-08 2.6852e-08 2.05435e-07 1.61119e-07 5.75969e-08 5.53527e-08 1.50756e-07 4.31024e-08 2.57586e-08 3.37388e-08 2.73188e-08 1.37134e-07 2.86561e-08 3.33484e-08 2.48573e-08 1.70423e-07 2.30736e-07
threshold=0.23631000000000002 -0.22461999999999996 0.11531000000000001 0.10233500000000001 -0.097919999999999993 -0.087199999999999986 0.10819500000000001 -0.5341999999999999 -0.085784999999999986 -0.079679999999999987 -0.033554999999999995 0.51258500000000007 0.12162000000000002 0.11191500000000001 -0.089544999999999986 -0.070754999999999985 -0.085714999999999986 0.087435000000000013 -0.45454999999999995 -0.07550999999999998 0.084535000000000013 0.058775000000000008 -1.0000000180025095e-35 0.088820000000000024 -0.079179999999999987 0.10856500000000001 -0.42739999999999995 0.09290000000000001 0.11042000000000002 0.097765000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 8 -7 -9 -11 12 13 14 16 -16 17 20 19 -17 -12 22 -20 25 -25 26 -24 -28 29 -29
right_child=-2 2 -4 -5 5 6 -8 9 -10 10 11 -13 -14 -15 15 18 -18 -19 21 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=4.3208110616466948e-06 -3.1583517575793099e-06 -4.7701166568003832e-06 -2.6419889669843292e-06 2.8448385911872267e-06 3.2599188322516667e-06 6.1050620342939513e-06 3.0075591802918617e-06 4.2648710166845597e-06 -1.0814549557380815e-05 -3.9603791189316931e-06 -1.5726020487818461e-06 3.6874147623677805e-06 -3.6066622336810338e-06 5.5852722436525041e-06 -9.7165571438815533e-06 -2.4605846476788432e-06 9.6018140345677247e-06 -4.3008875536543201e-06 3.4749675958462631e-06 9.8176900758062421e-06 4.1400737464820327e-06 -3.5579642528881818e-06 -4.0413121691277158e-06 -8.6926656763353101e-06 2.4168097115762069e-06 2.9385103246681867e-06 3.9932424678475144e-08 -1.049648383722494e-05 6.0247976552301015e-06 -3.5559917035235754e-07
leaf_weight=27 23 20 29 32 30 20 28 21 24 24 25 20 28 21 22 20 20 26 27 20 28 21 21 20 25 32 2322 30 26 89
leaf_count=27 23 20 29 32 30 20 28 21 24 24 25 20 28 21 22 20 20 26 27 20 28 21 21 20 25 32 2322 30 26 89
internal_value=0 2.34555e-08 -1.43265e-08 1.07236e-08 -1.94066e-08 1.23708e-08 -2.05436e-08 -4.94613e-08 -3.12382e-06 -2.62213e-09 -3.38804e-08 -7.33694e-10 -2.6863e-08 8.99905e-09 -3.3215e-08 -9.30686e-08 1.58404e-06 -4.45773e-07 -1.32659e-08 3.67855e-06 1.44542e-06 -6.97805e-08 -4.15197e-08 -7.85354e-08 -2.52073e-06 -3.49247e-08 -7.31682e-08 -3.939e-08 -1.30964e-06 -2.91212e-06
internal_weight=0 3098 3071 3042 3010 2990 2960 2932 44 2888 2867 2843 2823 2795 2774 2675 99 79 2653 40 53 2613 2592 2565 45 2520 2488 2467 145 119
internal_count=3121 3098 3071 3042 3010 2990 2960 2932 44 2888 2867 2843 2823 2795 2774 2675 99 79 2653 40 53 2613 2592 2565 45 2520 2488 2467 145 119
is_linear=0
shrinkage=0.1


Tree=6425
num_leaves=31
num_cat=0
split_feature=130 40 1211 403 401 402 1210 401 403 403 1212 1212 1186 13 1211 42 4 133 42 2 4 401 394 1209 394 399 12 399 402 2
split_gain=2.26094e-08 5.06781e-08 2.02429e-08 6.49665e-08 3.02188e-08 6.37494e-08 4.16391e-08 2.2084e-08 3.25952e-08 2.11004e-07 1.02648e-07 3.17269e-07 7.06452e-08 2.24148e-07 8.77995e-08 6.32476e-08 7.36407e-08 5.04817e-08 1.52326e-07 7.03097e-08 6.57761e-08 4.25421e-08 8.3416e-08 5.43746e-08 3.82979e-08 4.15341e-08 8.59564e-08 6.07135e-08 3.38046e-08 2.40435e-07
threshold=-0.23647499999999996 -0.16692999999999997 0.11716500000000001 0.022375000000000003 -0.46360499999999999 -0.45454999999999995 0.15724500000000002 -0.099524999999999988 0.0033700000000000002 0.041145000000000008 -0.089544999999999986 -0.082209999999999991 0.057025000000000006 -0.0087749999999999981 0.10167000000000002 -0.092459999999999987 -0.081839999999999982 -0.054584999999999995 -0.085874999999999993 0.088225000000000012 -0.081609999999999988 0.10711000000000001 -0.10499499999999999 -0.084519999999999984 -0.085169999999999982 0.091895000000000018 0.093965000000000007 0.087955000000000019 0.089785000000000018 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 7 -7 10 -10 -9 -12 14 -14 21 16 -11 18 -17 -19 -20 22 -13 -24 -25 27 -27 28 -26 -30
right_child=1 2 3 -5 5 6 -8 8 9 15 11 12 13 -15 -16 17 -18 19 20 -21 -22 -23 23 24 25 26 -28 -29 29 -31
leaf_value=-3.3514640153953222e-06 3.9195050028479965e-06 -3.3848246992554915e-06 4.7532921996662482e-06 -2.4048145863140409e-06 4.4151305395701e-06 -2.68857377241074e-06 -3.7180316212470643e-06 6.5233262909674998e-06 1.088114972276344e-05 -7.4403131531566726e-06 -1.2732684558613984e-05 -5.9865990749585764e-06 -1.1991796158099533e-05 1.7692658439986629e-06 6.276175094461161e-06 8.7769976386307644e-06 5.0158916370232224e-08 1.535854728619877e-06 4.4490480711879673e-06 -6.1453638486661717e-06 -3.0775337976267462e-07 3.3426466984565196e-06 -4.7973183170846314e-06 3.8034269166495541e-06 2.2580628960474465e-08 -6.7866518183681935e-06 1.1927833737799017e-06 5.1209129829341853e-06 6.4097523057799193e-06 -6.6951930605119701e-06
leaf_weight=20 33 27 32 21 32 31 31 23 20 21 20 24 20 29 22 26 35 26 36 22 151 36 24 26 2193 27 27 23 21 42
leaf_count=20 33 27 32 21 32 31 31 23 20 21 20 24 20 29 22 26 35 26 36 22 151 36 24 26 2193 27 27 23 21 42
internal_value=0 2.16106e-08 -2.03159e-08 1.91706e-06 -5.43726e-08 -2.42781e-08 -7.23367e-08 -3.36986e-08 -5.26003e-09 9.19178e-07 -1.27096e-07 -1.87459e-07 -8.76565e-08 -3.84749e-06 -1.29173e-08 2.90663e-07 -2.75877e-06 9.44947e-07 1.60515e-06 -1.9847e-06 6.07994e-07 -6.95526e-08 -1.20587e-07 -6.15082e-08 -1.3327e-08 -5.58626e-08 -2.79693e-06 9.08601e-09 -4.30293e-08 -2.32688e-06
internal_weight=0 3101 3068 53 3015 2988 2956 2925 2894 337 2557 2534 2514 49 2465 317 56 261 213 48 187 2443 2407 2383 2359 2333 54 2279 2256 63
internal_count=3121 3101 3068 53 3015 2988 2956 2925 2894 337 2557 2534 2514 49 2465 317 56 261 213 48 187 2443 2407 2383 2359 2333 54 2279 2256 63
is_linear=0
shrinkage=0.1


Tree=6426
num_leaves=31
num_cat=0
split_feature=12 130 10 16 9 51 45 11 34 1 1 1 376 9 2 133 1184 400 393 400 12 403 4 1185 1 160 16 0 1 150
split_gain=2.37691e-08 4.4827e-08 1.97971e-08 2.6597e-07 3.34242e-07 5.82762e-08 2.76419e-08 1.69136e-07 2.61275e-08 4.56589e-08 1.42789e-07 8.35054e-08 5.3682e-08 3.93462e-08 6.47676e-08 1.46184e-07 3.34515e-08 2.81331e-08 1.1967e-07 6.15425e-08 5.53465e-08 8.84755e-08 9.37298e-08 3.12601e-08 3.03472e-08 6.64273e-08 1.1909e-07 5.23598e-08 6.93475e-08 3.9696e-08
threshold=0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.056919999999999991 0.082870000000000013 0.091630000000000003 0.094030000000000016 -1.0000000180025095e-35 -0.097449999999999981 0.13686500000000004 0.13968000000000003 0.13471500000000003 0.092115000000000016 0.088235000000000022 -0.0050599999999999994 0.086990000000000012 0.081725000000000006 -0.08262499999999999 0.10389500000000002 -0.081639999999999976 0.089300000000000004 -0.090774999999999981 -0.08484499999999999 -0.083264999999999992 0.11588000000000001 -0.016279999999999996 0.054560000000000004 -0.069824999999999984 0.11866500000000001 -0.11226499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -4 -9 11 -11 12 13 14 15 -10 17 18 20 -19 21 -16 -23 -21 29 26 -26 -27 -29 -25
right_child=-2 2 6 -5 -6 -7 -8 8 9 10 -12 -13 -14 -15 16 -17 -18 19 -20 23 -22 22 -24 24 25 27 -28 28 -30 -31
leaf_value=4.0806055511455743e-06 -3.2028542299802057e-06 -3.1070681661931839e-06 9.2348242105799741e-06 6.1177104131812399e-06 -1.5720844665736421e-05 3.6957357042410876e-06 -2.7177494773569482e-06 3.4402928907762881e-06 9.0156608457618859e-06 -9.0345701645001895e-06 4.7305441544917164e-08 6.3357460151434822e-06 -4.9140914320198387e-06 -3.9037445790199853e-06 3.6305285058395907e-06 -2.0311272988771594e-06 -2.9696577859942559e-06 -5.4033683010770587e-06 8.4116189825744227e-06 3.9704526534478649e-06 3.3371188077152888e-06 -9.2737364366257696e-06 1.8508826749232619e-07 3.6602234213692753e-06 -2.9903321774327199e-08 2.253479103239445e-06 1.0094988925045203e-05 -6.9598701338691177e-06 1.0915146632491403e-06 -1.2769197688987804e-07
leaf_weight=27 23 34 20 33 20 20 36 22 25 23 70 21 22 25 21 23 37 21 21 20 34 20 22 28 26 44 21 20 23 2319
leaf_count=27 23 34 20 33 20 20 36 22 25 23 70 21 22 25 21 23 37 21 21 20 34 20 22 28 26 44 21 20 23 2319
internal_value=0 2.37743e-08 -1.1893e-08 -1.34821e-06 -4.6776e-06 -5.87511e-07 3.63477e-08 7.02095e-08 7.17917e-09 -1.89915e-08 -2.19875e-06 5.35891e-08 5.99699e-09 4.53577e-08 8.1588e-08 3.72241e-06 1.63062e-08 5.81549e-08 1.56732e-06 -1.24565e-08 8.55706e-08 -1.66923e-06 -4.31911e-06 3.2809e-08 1.06665e-09 1.46476e-06 4.49398e-06 -1.71718e-07 -2.65332e-06 -8.25017e-08
internal_weight=0 3098 3071 107 74 54 2964 2928 2908 2886 93 2793 2772 2750 2725 48 2677 2640 118 2522 97 63 42 2501 2481 134 47 87 43 2347
internal_count=3121 3098 3071 107 74 54 2964 2928 2908 2886 93 2793 2772 2750 2725 48 2677 2640 118 2522 97 63 42 2501 2481 134 47 87 43 2347
is_linear=0
shrinkage=0.1


Tree=6427
num_leaves=31
num_cat=0
split_feature=11 130 2 142 147 147 147 3 147 132 50 1185 15 132 2 124 124 42 96 34 97 9 2 39 50 475 50 51 1 401
split_gain=2.41524e-08 2.34189e-08 5.6911e-08 2.13541e-08 2.32444e-08 4.42906e-08 2.69447e-08 4.64361e-08 3.01986e-08 2.4804e-08 6.19485e-07 3.09285e-07 6.18138e-08 2.93431e-08 6.24895e-08 2.58703e-08 4.24691e-08 2.80361e-08 2.66743e-08 7.11636e-08 1.83549e-07 1.26141e-07 8.57883e-08 2.12371e-07 2.65329e-08 5.24447e-08 5.17852e-08 4.37187e-08 9.32438e-08 4.31572e-08
threshold=-0.072629999999999986 -0.23647499999999996 0.31765000000000004 -0.057499999999999989 0.099230000000000013 0.093875000000000014 0.08845500000000002 -0.084074999999999997 0.086575000000000013 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.092400000000000024 -0.41094499999999995 0.10381000000000001 0.091025000000000009 0.14970500000000003 -0.23108499999999998 0.086110000000000006 -0.057544999999999992 -0.085734999999999992 0.091600000000000015 -1.0000000180025095e-35 0.085530000000000009 0.12213000000000002 -0.082274999999999987 0.11941000000000002 0.078435000000000019 0.099990000000000009 -0.13200999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -8 9 10 12 -11 13 -5 -15 17 -17 -13 19 20 -19 22 23 -21 26 -26 29 -27 -29 -24
right_child=1 2 -4 4 -6 -7 7 -9 -10 11 -12 15 -14 14 -16 16 -18 18 -20 21 -22 -23 24 -25 25 27 -28 28 -30 -31
leaf_value=-3.3799124372264836e-06 -3.3879607917697287e-06 -3.0957036466878146e-06 5.1129644951040314e-06 2.6656867097093102e-06 2.5222007688834977e-06 -4.2782937915338461e-06 5.2914206214346939e-06 -5.7751144757795768e-07 -3.6970310392544804e-06 -1.1868191127591259e-05 1.781060965413417e-05 3.7160352543911101e-06 -5.4328581616876674e-06 2.6772097229780159e-07 -5.6725630819138519e-06 -5.7598831017457999e-06 6.0711881298464672e-07 -1.9976654600433342e-06 -2.7351165018070097e-06 1.1965612957283156e-05 9.3533816287357963e-06 -6.2333143956649911e-06 2.4429437918688958e-06 -2.6073569250684163e-06 -3.1289593412761211e-06 5.2916559483532292e-06 -4.8949641071968387e-06 -2.3330911319181984e-06 5.0145135523669e-06 -9.6490332140626606e-08
leaf_weight=21 20 22 22 33 37 24 26 28 22 22 20 21 24 113 21 20 22 29 34 20 28 32 69 20 21 34 22 39 31 2224
leaf_count=21 20 22 22 33 37 24 26 28 22 22 20 21 24 113 21 20 22 29 34 20 28 32 69 20 21 34 22 39 31 2224
internal_value=0 2.28918e-08 4.50402e-08 8.58033e-09 3.10751e-08 3.41012e-10 3.48577e-08 2.24827e-06 -6.06124e-09 2.19489e-08 1.06597e-06 -6.00038e-08 -6.87394e-07 -5.41134e-09 -6.63219e-07 3.74382e-08 -2.42479e-06 7.68488e-08 4.74892e-08 8.43162e-08 3.57829e-06 5.03423e-09 8.55291e-08 4.67913e-06 1.02242e-08 1.42934e-06 -6.6402e-08 2.34977e-06 9.20848e-07 -2.00747e-08
internal_weight=0 3100 3080 3058 3036 2999 2975 54 2921 2899 211 2688 191 167 134 2666 42 2624 2603 2569 57 2512 2480 40 2440 125 2315 104 70 2293
internal_count=3121 3100 3080 3058 3036 2999 2975 54 2921 2899 211 2688 191 167 134 2666 42 2624 2603 2569 57 2512 2480 40 2440 125 2315 104 70 2293
is_linear=0
shrinkage=0.1


Tree=6428
num_leaves=31
num_cat=0
split_feature=12 4 10 16 16 4 45 11 52 43 43 13 16 133 16 2 2 481 2 1212 12 4 160 12 42 16 42 12 0 159
split_gain=2.07367e-08 4.32529e-08 2.72411e-08 2.34383e-07 3.3718e-07 7.10801e-08 2.5292e-08 1.47286e-07 2.3314e-08 5.9204e-08 1.2547e-07 8.96332e-08 1.77123e-07 1.41822e-07 1.04278e-07 8.21893e-08 3.00083e-07 2.56437e-07 1.29276e-07 1.69336e-07 2.06379e-07 1.44884e-07 1.19047e-07 1.15606e-07 1.07178e-07 1.30707e-07 7.37835e-08 9.21721e-08 2.82533e-07 1.06289e-07
threshold=0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 -0.084119999999999986 0.41555500000000006 0.094030000000000016 -1.0000000180025095e-35 0.091275000000000009 -0.45785999999999999 -0.15323999999999996 -0.097224999999999992 0.13751500000000003 -0.054584999999999995 -0.5009849999999999 0.092875000000000013 0.094095000000000012 -0.085749999999999979 0.089005000000000015 0.086995000000000017 0.08598500000000002 -0.080924999999999983 -0.52439499999999983 0.091325000000000003 0.096235000000000015 -0.037154999999999994 -0.058859999999999989 0.096990000000000007 -0.069954999999999976 -0.087844999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -4 -9 -10 -11 13 14 -12 -13 17 -17 -16 19 20 -19 -22 -23 -20 25 -24 -18 29 -29 -28
right_child=-2 -3 6 -5 -6 -7 -8 8 9 10 11 12 -14 -15 15 16 26 18 23 -21 21 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=2.6935764189037682e-06 -2.9915744557515809e-06 3.9347359989148703e-06 8.626317637663305e-06 5.311237055138918e-06 -1.5877227503011683e-05 -5.0556432472603773e-06 -2.5927023898475457e-06 1.6808690300009159e-07 4.1676500333009104e-06 -7.5036910472520576e-06 -2.7793686492507485e-06 -5.9790022177708124e-06 -1.0032150715915124e-05 7.5860109229159377e-06 -9.9569150309738084e-06 1.1917364296702242e-05 3.6586441042500567e-06 -7.6318288357658186e-06 3.1468110231297283e-07 9.5692242455567933e-06 8.8917896716645334e-06 6.5019189075125426e-06 -6.2402217620318907e-07 -8.4691978126865001e-06 4.5436703816370071e-06 -1.0162473586206033e-05 -2.8714294502778277e-06 -1.2445909968998118e-05 1.2783436394414595e-06 4.2609268990467795e-06
leaf_weight=29 23 28 20 33 20 20 36 2255 26 26 22 32 20 33 30 24 44 29 29 21 23 24 51 31 23 20 37 24 40 48
leaf_count=29 23 28 20 33 20 20 36 2255 26 26 22 32 20 33 30 24 44 29 29 21 23 24 51 31 23 20 37 24 40 48
internal_value=0 2.22112e-08 -1.34731e-08 -1.62032e-06 -4.93542e-06 -4.6937e-07 4.17489e-08 7.40955e-08 1.53577e-08 -5.0885e-07 -7.01543e-07 -4.09219e-07 -7.94127e-07 3.43986e-06 -4.45522e-07 -8.99569e-08 1.37194e-06 -1.21889e-06 -1.74509e-07 1.09747e-06 5.09647e-08 1.63111e-06 2.15897e-07 -4.22366e-06 -1.38904e-06 -3.31091e-06 6.05899e-08 -1.00192e-06 -3.86825e-06 1.15625e-06
internal_weight=0 3098 3070 102 69 49 2968 2932 2912 657 631 605 550 55 530 498 217 281 251 191 170 141 118 60 94 71 193 149 64 85
internal_count=3121 3098 3070 102 69 49 2968 2932 2912 657 631 605 550 55 530 498 217 281 251 191 170 141 118 60 94 71 193 149 64 85
is_linear=0
shrinkage=0.1


Tree=6429
num_leaves=31
num_cat=0
split_feature=11 1182 393 129 13 129 160 483 158 484 15 1456 0 158 158 43 33 104 33 9 158 1213 1213 1212 1210 42 402 1213 1212 13
split_gain=2.82855e-08 1.9322e-08 3.05544e-08 2.66327e-08 5.48153e-08 4.1505e-08 3.65716e-08 4.12827e-08 3.1885e-08 7.6917e-08 1.60328e-07 9.23232e-08 9.45296e-08 6.00155e-08 3.62687e-08 1.01385e-07 3.66149e-08 7.99358e-08 5.14013e-08 5.89666e-08 3.48918e-08 3.589e-08 3.11567e-07 1.80897e-07 1.73486e-07 9.62244e-08 2.10636e-07 1.9889e-07 5.22329e-08 5.92532e-08
threshold=-0.072629999999999986 0.086460000000000009 -1.0000000180025095e-35 0.10532000000000001 -0.0087749999999999981 0.102035 0.62940000000000007 -0.47181499999999993 0.10737500000000001 0.041405000000000004 0.090750000000000011 -0.077604999999999993 -0.070499999999999993 0.10584500000000001 0.099230000000000013 -0.0082299999999999995 0.085305000000000006 1.0000000180025095e-35 -0.009184999999999997 0.088235000000000022 0.093160000000000007 -0.084619999999999987 -0.087969999999999979 -0.089079999999999979 -0.091799999999999979 0.087505000000000013 -0.0021499999999999996 -0.092319999999999985 -0.063924999999999996 -0.063184999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -4 13 10 11 -10 -13 14 16 -16 17 18 -9 20 21 22 24 -23 -20 27 -27 -26 29 -25
right_child=1 -3 3 4 -6 -7 -8 8 9 -11 -12 12 -14 -15 15 -17 -18 -19 19 -21 -22 23 -24 28 25 26 -28 -29 -30 -31
leaf_value=-3.6576800582787696e-06 3.2795989958576062e-06 -2.5443510335678406e-06 4.5862184100542439e-06 -5.5381918459628517e-06 4.2065835799950203e-07 4.3890384982990902e-06 -4.2322840965880467e-06 -4.822166123457941e-06 -7.2033117546127938e-06 -5.5867481578656333e-06 6.8633117007266269e-06 -3.4833575962996594e-06 5.2644387140043406e-06 5.5587235124221481e-06 1.8278623462753819e-06 -6.8381635809668369e-06 -3.1012373269082414e-06 6.2996497674595014e-06 -8.0192359234843032e-06 3.9076412366096229e-06 3.6613873202508399e-06 -7.3073445986772322e-06 1.0559568750251504e-05 7.1249332646320091e-06 5.629974011229094e-07 -9.6424861962789346e-06 1.8171631797983691e-06 1.1966667429987864e-05 -2.7458820898794598e-08 -5.9917200208777413e-08
leaf_weight=21 29 29 20 26 38 22 20 21 26 34 25 30 21 20 27 27 35 21 25 41 27 34 31 22 65 23 53 20 2264 24
leaf_count=21 29 29 20 26 38 22 20 21 26 34 25 30 21 20 27 27 35 21 25 41 27 34 31 22 65 23 53 20 2264 24
internal_value=0 2.47816e-08 4.90423e-08 1.82448e-08 -2.00012e-06 6.16214e-08 2.94147e-08 5.84453e-08 2.73906e-08 -1.46765e-06 -9.4616e-08 -2.35368e-06 1.18676e-07 1.00529e-07 6.09771e-08 -2.50515e-06 1.12186e-07 1.54294e-07 1.05595e-07 1.44957e-07 8.53469e-08 4.76456e-08 1.278e-06 -6.62568e-08 -2.68926e-07 9.34538e-07 -1.65089e-06 3.24621e-06 4.0322e-08 3.37632e-06
internal_weight=0 3100 3071 3042 64 2978 2956 2936 2916 136 102 77 51 2780 2760 54 2706 2671 2650 2629 2588 2561 217 2344 186 161 76 85 2310 46
internal_count=3121 3100 3071 3042 64 2978 2956 2936 2916 136 102 77 51 2780 2760 54 2706 2671 2650 2629 2588 2561 217 2344 186 161 76 85 2310 46
is_linear=0
shrinkage=0.1


Tree=6430
num_leaves=31
num_cat=0
split_feature=11 1208 1208 1209 403 15 132 400 15 13 2 1447 1447 484 402 401 1213 403 401 391 15 129 15 12 1210 0 16 133 131 42
split_gain=2.29113e-08 1.97047e-08 7.4138e-08 2.7631e-08 2.42661e-07 2.22962e-08 5.00989e-07 3.75624e-07 6.14624e-08 4.98935e-07 1.59753e-07 5.64313e-08 2.20842e-07 1.27009e-07 4.70875e-08 1.48799e-07 2.59426e-07 1.32511e-07 4.81212e-08 9.75579e-08 9.15148e-08 6.429e-08 5.57987e-08 2.3741e-07 1.18764e-07 1.08719e-07 1.39469e-07 5.59447e-08 4.49754e-08 3.22072e-07
threshold=-0.072629999999999986 0.11846000000000001 0.10480500000000002 -0.087199999999999986 -0.0047449999999999992 0.091650000000000023 -0.083284999999999984 -0.059294999999999994 0.090325000000000003 -0.01163 0.083995000000000014 -0.086359999999999978 -0.085804999999999979 -0.081614999999999979 0.10874500000000002 0.092675000000000021 -0.083944999999999978 -0.5341999999999999 0.10711000000000001 -0.087114999999999984 0.089485000000000023 -0.075474999999999987 0.085730000000000015 0.085885000000000017 -0.091799999999999979 -0.079984999999999987 -0.080029999999999976 -0.011534999999999998 0.08956500000000002 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 -7 -8 11 10 -10 13 -13 -5 17 -16 -17 -14 19 -19 21 -21 24 -24 -23 26 27 -25 -9 -30
right_child=1 -3 -4 5 -6 6 7 28 9 -11 -12 12 14 -15 15 16 -18 18 -20 20 -22 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=-3.2919121068852336e-06 8.3630655918286411e-06 2.7636881965848333e-06 -5.0331389282856152e-06 6.6549666692084522e-06 -5.5644950862188132e-06 1.4414397423820447e-05 -1.287440806084884e-05 9.3064222397194859e-07 -3.5639521808083039e-06 -1.5889394741125651e-05 8.1200524391533701e-06 -1.0577650385812376e-05 -7.2074801159680231e-06 -1.4155324385146974e-06 9.5890094967000479e-06 5.5587233900416107e-06 -7.7108398645173378e-06 -6.8560087822247407e-06 4.7371635763023994e-06 5.431293331119898e-06 6.133600830556437e-06 7.6880771962350982e-06 -1.0864688476431184e-05 -2.5721791582162209e-06 -5.6767340467700184e-08 -5.4890986987743421e-06 8.6915570625478713e-06 2.308069806753249e-06 -1.1810695388616988e-05 4.1271601032732976e-06
leaf_weight=21 29 26 29 39 22 25 22 363 22 21 25 20 26 39 21 34 26 21 21 21 24 20 25 55 1978 32 20 41 21 32
leaf_count=21 29 26 29 39 22 25 22 363 22 21 25 20 26 39 21 34 26 21 21 21 24 20 25 55 1978 32 20 41 21 32
internal_value=0 2.23078e-08 -8.78849e-10 4.70474e-08 2.3551e-06 7.73194e-09 6.45768e-07 -1.40113e-07 -1.08985e-07 -3.07475e-06 2.65094e-06 -2.71044e-08 -1.13667e-07 2.61972e-06 -2.51768e-08 2.34425e-06 -1.91421e-07 -1.09206e-07 -2.74724e-08 -7.22008e-08 -7.91376e-09 -7.51566e-08 -1.2842e-07 -1.85131e-06 2.07586e-08 -3.28777e-07 1.09476e-06 -4.87906e-07 5.33336e-07 -2.18784e-06
internal_weight=0 3100 3074 3045 51 2994 463 438 2531 68 47 2463 2385 78 2365 81 60 2284 2258 2237 2216 2192 2171 173 1998 148 116 96 416 53
internal_count=3121 3100 3074 3045 51 2994 463 438 2531 68 47 2463 2385 78 2365 81 60 2284 2258 2237 2216 2192 2171 173 1998 148 116 96 416 53
is_linear=0
shrinkage=0.1


Tree=6431
num_leaves=31
num_cat=0
split_feature=132 393 15 50 52 133 104 11 33 47 47 47 2 1456 47 49 13 3 51 12 12 12 12 403 15 12 43 2 52 49
split_gain=2.44623e-08 1.15357e-07 7.28669e-08 2.88742e-08 2.36513e-08 2.31607e-08 2.19572e-08 2.58231e-08 6.42965e-08 3.30622e-08 1.92664e-07 1.89148e-07 2.92628e-08 6.91284e-08 6.35097e-08 3.59301e-08 2.76471e-08 3.96825e-08 2.68333e-08 9.289e-08 3.78179e-07 2.55019e-07 1.94021e-07 1.34129e-07 1.93039e-07 1.2347e-07 1.95583e-07 1.39713e-07 3.57223e-07 3.44006e-07
threshold=-0.083449999999999983 0.12679500000000002 0.092400000000000024 0.09227500000000001 0.090645000000000017 -0.50375999999999987 0.088500000000000009 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.091210000000000013 0.09717000000000002 0.10402500000000002 -0.077349999999999988 0.11708 0.15021500000000002 -0.016469999999999995 -0.071329999999999991 0.082455000000000014 0.096075000000000008 0.094225000000000017 0.091545000000000015 0.10124000000000001 -0.0031149999999999997 0.089485000000000023 0.084225000000000008 -0.077944999999999987 0.11411 -0.078224999999999975 -0.081604999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 -2 7 -7 -9 10 18 -11 13 -13 -14 -16 -15 -18 -10 20 21 23 -21 -20 25 27 -27 28 29 -25
right_child=1 -3 -4 -5 -6 6 -8 8 9 11 -12 12 14 16 15 -17 17 -19 19 22 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-3.95449373473626e-07 2.1126192971966983e-06 7.2900702041972018e-06 -6.1034521122564918e-06 -3.6055476442697911e-06 2.9401355087088633e-06 3.2076577008410822e-06 -3.0943030948116716e-06 -4.8768393601979678e-06 -1.4558429580879169e-07 9.1771694776263336e-06 -9.4072994629228073e-06 6.1818924615925602e-06 -5.9415503011967471e-06 -7.3484063798284247e-07 2.2875003133372554e-06 -2.9988660321578211e-06 4.8582590369943114e-06 -5.671287461999393e-07 -6.7724994271254851e-06 1.2397715672705091e-05 -1.3253682454887893e-05 1.0618413783959114e-05 6.3797178591677097e-07 1.8080539369045504e-06 8.7462842894107488e-06 -2.111337677058106e-07 -1.2056358769356735e-05 -3.5417340643270553e-06 -1.9625078633767908e-06 1.9929007321479731e-05
leaf_weight=142 52 22 25 24 25 25 23 27 2084 26 22 22 22 106 36 20 26 28 26 20 20 25 47 22 27 46 20 39 52 20
leaf_count=142 52 22 25 24 25 25 23 27 2084 26 22 22 22 106 36 20 26 28 26 20 20 25 47 22 27 46 20 39 52 20
internal_value=0 7.63395e-08 -1.02671e-06 -3.62218e-07 1.0389e-07 2.1292e-08 -1.71217e-08 8.08316e-09 -2.0659e-08 2.69161e-08 -9.09425e-08 1.04479e-06 2.31547e-07 9.26064e-07 -1.38899e-06 3.99512e-07 2.03388e-07 2.0451e-06 -7.21705e-09 7.84973e-07 2.62335e-08 9.85072e-07 4.14834e-06 2.93836e-08 8.11901e-07 -2.64623e-07 -3.8006e-06 1.49007e-06 3.57773e-06 1.04371e-05
internal_weight=0 2905 216 191 167 2883 2831 2808 2783 2756 2470 286 260 182 78 56 160 54 2448 364 297 277 67 252 226 199 66 133 94 42
internal_count=3121 2905 216 191 167 2883 2831 2808 2783 2756 2470 286 260 182 78 56 160 54 2448 364 297 277 67 252 226 199 66 133 94 42
is_linear=0
shrinkage=0.1


Tree=6432
num_leaves=31
num_cat=0
split_feature=11 132 1185 15 1186 132 0 12 3 399 142 45 49 3 133 2 2 2 49 1456 3 49 16 1453 474 474 474 158 482 42
split_gain=2.23794e-08 2.08518e-08 1.34144e-07 5.91305e-08 3.98679e-08 2.29593e-08 2.84732e-08 2.46349e-08 4.85081e-08 2.82502e-08 2.08237e-08 2.15066e-08 2.7874e-08 1.13281e-07 3.79212e-07 2.65185e-07 1.59906e-07 6.58e-08 6.0112e-08 9.19387e-08 5.16831e-08 6.70882e-08 5.64254e-08 3.9966e-08 3.602e-08 8.94086e-08 8.75617e-08 5.45407e-08 8.39365e-08 3.38359e-07
threshold=-0.072629999999999986 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.085749999999999979 -0.09515499999999999 0.11418000000000002 -0.080104999999999996 0.087485000000000021 -0.057499999999999989 0.084355000000000013 0.10440000000000001 -0.087429999999999994 0.090445000000000011 0.087545000000000026 0.090175000000000019 0.10060500000000001 0.10247500000000002 0.10959500000000001 -0.072894999999999988 0.15665000000000004 -0.029084999999999996 0.088260000000000019 0.089435000000000014 0.088710000000000011 0.092115000000000016 -0.47336999999999996 0.098465000000000011 0.096450000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 8 9 -8 -4 12 18 14 -14 -15 -17 -18 19 23 -19 22 -22 24 25 27 -26 -12 -29 -30
right_child=1 2 10 -5 -6 -7 7 -9 -10 -11 11 -13 13 15 -16 16 17 20 -20 -21 21 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=-3.2534771448700629e-06 2.1066376895170244e-06 8.0572526972641105e-06 -3.1018395442775473e-06 -5.4931066588324032e-06 -4.4487484458278194e-06 2.9680125244340162e-06 -4.156814707635527e-06 -3.7904695956897816e-06 3.6599373236581216e-06 7.3704154601728089e-08 5.3375382276499301e-06 2.2275082367034177e-06 -4.1384978915933368e-06 -1.2165578516981876e-05 1.3146558270901469e-05 7.4411959016764569e-06 -5.744182835635858e-06 2.4105740774555467e-06 5.4512025122849523e-06 -4.9385888202222209e-06 -4.6651471071375755e-07 1.7938545115298597e-06 -6.8808362545524915e-06 4.3947582391658877e-06 -7.2484204591463907e-06 5.926373282986956e-06 -3.4778261111613674e-07 1.8250363159559671e-07 2.8993892473847844e-06 -1.400785807959437e-05
leaf_weight=21 37 21 21 25 21 25 27 26 23 38 20 45 30 23 22 21 34 36 21 36 24 29 32 22 22 27 112 2231 29 20
leaf_count=21 37 21 21 25 21 25 27 26 23 38 20 45 30 23 22 21 34 36 21 36 24 29 32 22 22 27 112 2231 29 20
internal_value=0 2.20451e-08 9.40765e-08 -9.11767e-07 -3.30379e-07 1.61017e-07 -3.03717e-07 -1.08603e-06 -2.86985e-07 -1.68359e-06 3.55442e-08 5.87759e-08 2.38089e-08 -9.81501e-07 3.17441e-06 -2.06747e-06 -7.47828e-07 -1.85731e-06 1.23153e-07 7.87345e-08 -7.65129e-07 -2.11013e-06 -4.13184e-06 1.51479e-07 1.13546e-07 2.05352e-07 -1.48072e-06 1.38192e-07 9.25837e-08 -4.00153e-06
internal_weight=0 3100 2878 222 197 176 151 114 88 65 2857 2836 2791 251 52 199 176 155 2540 2519 121 85 56 2483 2461 2327 134 2300 2280 49
internal_count=3121 3100 2878 222 197 176 151 114 88 65 2857 2836 2791 251 52 199 176 155 2540 2519 121 85 56 2483 2461 2327 134 2300 2280 49
is_linear=0
shrinkage=0.1


Tree=6433
num_leaves=31
num_cat=0
split_feature=483 483 483 482 483 16 1419 11 157 2 2 155 156 40 130 132 1186 1185 15 49 2 2 399 160 160 151 150 12 3 12
split_gain=1.9747e-08 5.4386e-08 3.63146e-08 3.98362e-08 3.29685e-08 1.55549e-07 2.51359e-08 3.4403e-08 1.27667e-07 7.63397e-08 1.07864e-07 6.99803e-08 3.00158e-08 2.57902e-08 3.51332e-08 2.54805e-08 5.58379e-07 3.01532e-07 5.32626e-08 2.64481e-08 3.52304e-08 7.27754e-08 3.13446e-08 2.53393e-08 1.34917e-07 7.33914e-08 1.1648e-07 9.50729e-08 2.02445e-07 1.5636e-07
threshold=0.13726000000000002 0.12325000000000001 0.11517500000000001 0.11191500000000001 0.10321500000000002 -0.032969999999999992 0.091465000000000005 0.088215000000000002 -0.051074999999999988 0.11093500000000002 0.097070000000000004 0.13392000000000001 -0.065739999999999979 -0.24290999999999999 -0.22229499999999999 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 0.10211000000000002 0.10136500000000002 0.089125000000000024 0.085965000000000014 0.081905000000000019 0.062030000000000009 0.057610000000000008 0.088380000000000014 0.089570000000000025 -0.094874999999999987 0.08815000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 11 -9 10 -10 13 -8 -1 -15 16 18 -17 19 20 21 22 -16 24 -19 26 27 29 -29 -25
right_child=-2 -3 -4 -5 5 -7 12 8 9 -11 -12 -13 -14 14 15 17 -18 23 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-3.4911012465142578e-06 2.9854028226013312e-06 -4.1887359224523197e-06 3.5428318181496663e-06 -3.7671755145700968e-06 -2.837217997021862e-06 9.2211556329857574e-06 2.3188790464701015e-07 8.5670699511617634e-06 -1.434140343311204e-06 -4.0225949082698757e-06 8.0467055305177844e-06 -5.1153727950063687e-06 -5.2467768114183862e-06 3.918699248179505e-06 -3.4096416967648631e-06 -1.1749850885032423e-05 1.6126563613738655e-05 5.2226179370779522e-08 -5.1111475736812887e-06 3.2465627988304259e-06 -4.3371591335103624e-06 5.6129290135231718e-06 2.8276933026470726e-07 -1.113831786734811e-06 7.4412494614080062e-06 -5.5039934401672027e-06 5.2054152667872539e-06 9.9414897051800579e-06 -1.6356283161009992e-06 -1.01677983842646e-05
leaf_weight=21 22 31 29 28 23 20 20 22 30 30 20 27 20 23 35 22 22 2138 24 21 21 20 67 208 25 30 34 23 44 21
leaf_count=21 22 31 29 28 23 20 20 22 30 30 20 27 20 23 35 22 22 2138 24 21 21 20 67 208 25 30 34 23 44 21
internal_value=0 -2.11957e-08 2.09144e-08 -1.26939e-08 2.22199e-08 2.77133e-06 -1.76088e-08 1.64053e-08 1.82066e-06 -3.45993e-08 2.3582e-06 -4.87165e-08 -2.50744e-06 1.57985e-10 2.65498e-08 -5.94365e-09 1.05277e-06 -9.33029e-08 -7.11188e-07 -6.72918e-08 -5.53942e-07 9.72678e-08 -9.84234e-07 8.33966e-09 1.37629e-07 -7.68472e-07 -3.3797e-07 -9.7471e-07 2.33861e-06 -1.94411e-06
internal_weight=0 3099 3068 3039 3011 43 2968 2928 102 80 50 2826 40 2799 2778 2755 210 2545 188 164 143 122 102 2523 2163 360 330 296 67 229
internal_count=3121 3099 3068 3039 3011 43 2968 2928 102 80 50 2826 40 2799 2778 2755 210 2545 188 164 143 122 102 2523 2163 360 330 296 67 229
is_linear=0
shrinkage=0.1


Tree=6434
num_leaves=31
num_cat=0
split_feature=473 52 52 1447 2 402 52 2 52 1374 1373 1375 456 1374 1375 42 124 0 48 0 0 50 1 52 4 1429 2 16 1 155
split_gain=2.04478e-08 2.17911e-08 1.50462e-07 8.24247e-08 2.18119e-07 1.28231e-07 5.36591e-08 1.51725e-07 7.92133e-08 6.80356e-08 1.65246e-07 8.38572e-08 1.49693e-07 6.85588e-08 7.99513e-08 5.98985e-08 5.74207e-08 8.2316e-08 8.72943e-08 5.95755e-08 5.26983e-08 5.05061e-08 1.2915e-07 2.15836e-07 6.35548e-08 1.00224e-07 1.51169e-07 7.17855e-08 1.56931e-07 6.87094e-08
threshold=-0.23352999999999996 -0.0092699999999999987 -0.0073049999999999999 -0.085804999999999979 0.086330000000000004 0.10874500000000002 -0.013374999999999998 0.087415000000000007 -0.016329999999999997 0.088460000000000011 1.0000000180025095e-35 0.084665000000000018 0.087635000000000005 -0.096434999999999979 -0.068444999999999992 0.10705500000000003 -0.087759999999999991 -0.14723999999999998 0.084485000000000018 -0.14001499999999997 -0.057069999999999989 1.0000000180025095e-35 0.10708500000000001 -0.19683499999999995 -0.50052499999999989 -0.026244999999999997 0.10467500000000002 0.6352000000000001 0.107145 0.11854500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 8 -8 9 10 11 12 13 -5 -15 16 -16 18 -18 -19 -17 24 23 -23 25 -21 -27 29 -29 -26
right_child=1 2 -4 5 -6 -7 7 -9 -10 -11 -12 -13 -14 14 15 20 17 19 -20 21 -22 22 -24 -25 27 26 -28 28 -30 -31
leaf_value=3.1872197754978512e-06 -1.2344256770120412e-05 7.5966112395538707e-06 7.9282248848973799e-08 -5.514082589797909e-06 1.6666955198161304e-06 7.0353954042682675e-06 -1.0136720597984096e-05 2.0334274763302217e-06 5.3459633427337401e-06 -4.9645863547935269e-06 6.8618191519931315e-06 4.6724978280889773e-06 -6.7610679752162576e-06 5.8926940201196157e-06 4.0437088168451175e-06 5.1761409405669058e-06 -1.4504084743367817e-06 3.9443913343954289e-06 -9.0829055135026987e-06 -2.5698443846522425e-06 -1.258592347994636e-06 1.2750790242535004e-05 -4.6501323868142207e-06 -1.186668272566749e-06 -1.2044814110990642e-06 1.0754063648412491e-05 -1.1075795208896688e-06 -1.1076402320627082e-05 1.162789067166159e-06 4.3958852371440077e-06
leaf_weight=20 20 27 1920 25 25 24 20 21 25 31 32 31 38 21 26 35 43 30 23 30 20 20 20 25 461 22 21 22 20 23
leaf_count=20 20 27 1920 25 25 24 20 21 25 31 32 31 38 21 26 35 43 30 23 30 20 20 20 25 461 22 21 22 20 23
internal_value=0 -2.05551e-08 1.83529e-07 -3.6488e-07 -4.56039e-06 -1.94638e-07 -3.54565e-07 -3.90323e-06 -2.15202e-07 -3.51639e-07 -2.06901e-07 -4.43511e-07 -6.14966e-07 -3.51661e-07 -2.01938e-07 -3.54123e-07 -5.77367e-07 -7.35457e-07 -4.11022e-06 -4.14514e-07 2.83624e-06 -6.11452e-07 2.0361e-06 5.00776e-06 -8.98749e-07 1.86623e-06 4.96117e-06 -1.28248e-06 -5.24822e-06 -9.38348e-07
internal_weight=0 3101 1947 1154 45 1109 1085 41 1044 1019 988 956 925 887 862 841 786 760 66 694 55 664 65 45 599 73 43 526 42 484
internal_count=3121 3101 1947 1154 45 1109 1085 41 1044 1019 988 956 925 887 862 841 786 760 66 694 55 664 65 45 599 73 43 526 42 484
is_linear=0
shrinkage=0.1


Tree=6435
num_leaves=31
num_cat=0
split_feature=1212 401 1212 401 42 1209 132 1185 132 50 1210 1210 1210 2 3 1208 1208 1210 403 3 403 403 1204 12 2 16 400 394 1176 394
split_gain=2.00762e-08 5.42475e-08 2.80544e-08 5.33079e-08 5.08215e-08 4.63e-08 2.60348e-08 1.47286e-07 4.92451e-08 3.64631e-08 2.5432e-08 6.7809e-08 3.38006e-08 3.65987e-07 5.20418e-07 2.49719e-08 4.3494e-08 2.61599e-08 3.2457e-08 1.85649e-07 3.03657e-08 5.01853e-08 2.41294e-08 3.26564e-08 3.75604e-08 2.98645e-08 2.70258e-08 2.23583e-08 7.72058e-08 2.70796e-08
threshold=-0.53159999999999996 0.13729500000000003 0.15049500000000002 0.11769000000000002 0.089535000000000017 -0.093169999999999989 -0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.13847499999999999 -0.090569999999999998 -0.064344999999999999 0.084715000000000013 -0.082334999999999978 0.11846000000000001 0.10480500000000002 -0.053799999999999994 -0.51931999999999989 -0.085709999999999995 -0.44023999999999991 -0.41825499999999993 -0.08725999999999999 0.10911500000000002 0.085485000000000019 -0.071854999999999988 -0.087079999999999977 -0.12099999999999998 0.085730000000000015 -0.087044999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 8 -8 9 22 -9 -12 13 -13 -15 16 17 -14 19 -19 -20 -22 -7 24 26 -26 -24 -23 29 -29
right_child=1 -3 -4 4 -6 6 7 10 -10 -11 11 12 15 14 -16 -17 -18 18 20 -21 21 27 23 -25 25 -27 -28 28 -30 -31
leaf_value=-3.1581262874169626e-06 -4.8337348380300683e-06 4.8588531092758314e-06 -3.5739909766231328e-06 7.2009334121503344e-06 7.201178959803656e-08 3.2472407201566964e-06 8.4185839417235307e-06 2.9077696350062375e-06 -5.550519165095384e-06 -4.037741793511556e-06 -5.8211616891412636e-06 -8.9342572509436149e-06 -3.5454215668280434e-06 -9.2261171827173009e-07 1.8787076110779061e-05 3.3960614884909734e-06 -4.7116349878706388e-06 -4.1864545494263437e-06 -3.2131171625830276e-06 8.2951055640242335e-06 4.7424770111154595e-06 2.4189888474918715e-06 3.2619292636334883e-06 2.1578231660947092e-06 -4.6821442755105493e-06 -1.7629861653508291e-07 -1.4878769088682021e-06 2.6081787792152587e-06 -6.2790302638404681e-06 -8.2586994123127967e-08
leaf_weight=20 20 23 22 20 20 20 21 30 22 26 20 22 21 37 21 21 20 22 30 26 22 36 23 36 38 24 25 38 20 2375
leaf_count=20 20 23 22 20 20 20 21 30 22 26 20 22 21 37 21 21 20 22 30 26 22 36 23 36 38 24 25 38 20 2375
internal_value=0 2.03706e-08 -1.57844e-08 9.83093e-09 3.63647e-06 -3.82678e-08 -6.25531e-09 7.55034e-08 -1.06912e-06 -5.55625e-07 1.20465e-08 -1.9763e-08 2.30359e-08 2.04798e-06 6.21365e-06 -3.85359e-08 -6.61706e-08 -3.02982e-08 -1.56427e-09 2.57439e-06 -5.06106e-08 -1.25234e-08 -1.02334e-08 -4.56463e-07 -1.31205e-06 -2.93795e-06 7.88072e-07 -5.48928e-08 -9.14977e-08 -4.02127e-08
internal_weight=0 3101 3078 3056 40 3016 2996 2782 214 192 2761 2731 2711 80 58 2631 2610 2590 2569 48 2521 2491 166 146 110 62 48 2469 2433 2413
internal_count=3121 3101 3078 3056 40 3016 2996 2782 214 192 2761 2731 2711 80 58 2631 2610 2590 2569 48 2521 2491 166 146 110 62 48 2469 2433 2413
is_linear=0
shrinkage=0.1


Tree=6436
num_leaves=31
num_cat=0
split_feature=1206 1208 1208 1208 15 132 400 403 1211 13 13 13 1447 131 481 133 0 2 3 4 2 1212 403 15 1211 403 0 1200 130 12
split_gain=2.02962e-08 2.09246e-08 3.83154e-08 3.53511e-08 2.28378e-08 5.00777e-07 3.30172e-07 7.5039e-08 5.40611e-08 5.20287e-08 1.21819e-07 1.13362e-07 9.35486e-08 9.06258e-08 3.65016e-07 8.3925e-08 6.79406e-08 9.46085e-08 9.0359e-08 9.32934e-08 7.2935e-08 4.735e-08 4.86454e-08 2.70497e-07 4.30172e-08 3.75501e-08 1.47502e-07 6.28253e-08 3.72767e-08 4.04826e-08
threshold=1.0000000180025095e-35 0.11531000000000001 0.10233500000000001 0.089655000000000012 0.091650000000000023 -0.083284999999999984 -0.059294999999999994 -0.34918499999999997 0.11013500000000002 -0.083364999999999981 -0.081434999999999994 -0.08971999999999998 -0.072479999999999989 0.08956500000000002 -0.059779999999999993 -0.040449999999999993 -0.072594999999999979 0.096540000000000015 -0.077354999999999993 -0.077519999999999992 0.096540000000000015 0.11137000000000001 -0.5335399999999999 0.087575000000000014 0.10406000000000001 -0.43370499999999995 -0.082009999999999986 0.087860000000000008 -0.22562499999999999 0.12477500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 -7 -8 21 11 -11 15 -12 14 -14 -9 17 18 19 24 -18 22 23 -1 -16 26 -24 28 -27 -30
right_child=-2 -3 -4 -5 5 6 7 9 -10 10 12 -13 13 -15 16 -17 20 -19 -20 -21 -22 -23 25 -25 -26 27 -28 -29 29 -31
leaf_value=-4.5269545435902812e-06 -3.1753862830896648e-06 -2.700846913025349e-06 3.5431459030904434e-06 -4.1807620459621838e-06 1.44488442410875e-05 -1.234021473508273e-05 5.9441924842455286e-06 5.9577730565947497e-06 -4.0987856254325766e-06 7.8184116496824729e-06 -5.5899962308103572e-06 -6.1696390647542816e-06 1.4475938824034529e-05 -3.8620657252457547e-06 7.2769343364598175e-06 -2.1290146474767069e-06 -6.8395918108505967e-06 -3.2241400057155886e-06 8.1753600204171586e-06 -4.3672507354131084e-06 8.2739286931933352e-08 -4.3556492564675861e-06 -8.2927050300440907e-06 1.1154449456605357e-05 7.1818292326497621e-07 -4.3327003673709896e-06 3.0433062606376057e-06 5.5944813379937847e-06 -5.8909255796733338e-08 2.7621818884536145e-06
leaf_weight=22 20 28 31 20 25 21 24 21 33 23 25 37 20 35 20 33 23 29 27 20 45 25 24 22 20 20 22 20 2334 52
leaf_count=22 20 28 31 20 25 21 24 21 33 23 25 37 20 35 20 33 23 29 27 20 45 25 24 22 20 20 22 20 2334 52
internal_value=0 2.0476e-08 4.52716e-08 9.62597e-09 3.73585e-08 6.96297e-07 -1.16501e-07 5.22051e-07 -7.73285e-08 1.77788e-07 8.38414e-07 -1.90572e-06 2.30308e-07 8.39126e-07 1.6457e-06 1.01585e-06 2.51112e-07 1.72234e-06 3.37117e-06 1.20929e-06 -2.25864e-06 -2.51018e-08 1.79283e-08 3.31375e-06 3.99756e-06 -4.07352e-08 -2.87113e-06 1.29328e-08 -3.34642e-08 2.57303e-09
internal_weight=0 3101 3073 3042 3022 448 423 402 2574 378 287 91 264 239 204 54 184 116 87 60 68 2541 2516 44 40 2472 46 2426 2406 2386
internal_count=3121 3101 3073 3042 3022 448 423 402 2574 378 287 91 264 239 204 54 184 116 87 60 68 2541 2516 44 40 2472 46 2426 2406 2386
is_linear=0
shrinkage=0.1


Tree=6437
num_leaves=31
num_cat=0
split_feature=132 393 1203 133 1209 2 12 1208 1209 403 43 1212 1213 1212 1210 50 50 4 4 403 2 41 41 391 47 47 47 2 0 48
split_gain=2.36187e-08 9.3437e-08 6.94406e-08 2.22676e-08 2.17571e-08 1.01602e-07 1.65602e-07 4.92959e-08 2.2049e-08 2.1155e-07 2.33759e-08 1.49872e-07 1.17437e-07 1.265e-07 1.01349e-07 8.34589e-08 1.35564e-07 1.02131e-07 1.2867e-07 2.72524e-07 5.71045e-08 3.98286e-08 8.99583e-08 3.70532e-08 2.63696e-08 2.53458e-07 1.27248e-07 4.52621e-08 9.62673e-08 7.90651e-08
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 -0.50375999999999987 0.10272000000000002 0.094215000000000007 0.093965000000000007 0.086590000000000014 -0.087199999999999986 -0.0047449999999999992 0.0034250000000000005 -0.073259999999999978 -0.063509999999999997 0.083355000000000026 -0.12043 0.096900000000000014 0.11863000000000001 -0.064054999999999987 -0.081114999999999979 -0.0091899999999999985 0.087195000000000009 0.088520000000000015 0.081235000000000016 -0.086514999999999981 0.092165000000000011 0.096475000000000019 0.089785000000000018 0.10402500000000002 -0.11991499999999998 0.13400000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 7 6 -6 8 9 -5 14 -12 13 -13 -10 17 -17 18 20 -20 -14 22 23 -16 26 -26 -25 28 -27 -29
right_child=1 -3 -4 4 5 -7 -8 -9 10 -11 11 12 15 -15 21 16 -18 -19 19 -21 -22 -23 -24 24 25 27 -28 29 -30 -31
leaf_value=-4.3610241420435852e-07 2.0760767268458179e-06 6.5672919555998479e-06 -6.6218267306794594e-06 9.1338191385726869e-06 4.0782608686220978e-06 6.1924117562739415e-06 -7.8612165864234123e-06 -4.7732330172452339e-06 6.5231414131024694e-06 -4.7340746050394957e-06 -7.2308771972405928e-06 1.026137745914942e-05 -4.2019824911182262e-06 -5.8934452185481374e-07 4.1550723326941988e-06 8.1764088397070122e-06 -2.8253633943330941e-06 1.9889661780911488e-07 7.665263183298521e-09 -1.4481786027115758e-05 2.4702936537652994e-06 -3.406250200842966e-06 5.8902534708347681e-06 -2.1603611503492333e-08 -1.018331223450433e-05 7.0816325053225558e-06 7.804722980879542e-06 -5.1083802482492348e-06 -1.8490280429735624e-09 1.6575600552055074e-06
leaf_weight=196 52 22 20 22 26 30 21 22 24 22 33 21 23 22 21 24 21 131 25 27 29 34 26 1937 27 22 21 39 150 31
leaf_count=196 52 22 20 22 26 30 21 22 24 22 33 21 23 22 21 24 21 131 25 27 29 34 26 1937 27 22 21 39 150 31
internal_value=0 7.50101e-08 -1.00885e-06 2.54679e-08 -1.21979e-08 1.64573e-06 -1.2564e-06 -5.85526e-08 -2.05866e-08 2.19987e-06 -5.69334e-08 -8.11693e-07 -1.55863e-07 4.70985e-06 5.82872e-08 -9.03097e-07 3.04225e-06 -1.65859e-06 -3.9983e-06 -7.5157e-06 -4.80905e-07 -8.93837e-09 4.1857e-08 -2.57846e-08 -6.5209e-08 -9.93581e-07 6.23355e-08 3.17194e-08 9.04178e-07 -2.11204e-06
internal_weight=0 2905 216 2883 2831 77 47 2754 2732 44 2688 356 323 43 2332 280 45 235 104 52 52 2308 2274 2248 2227 269 1958 242 172 70
internal_count=3121 2905 216 2883 2831 77 47 2754 2732 44 2688 356 323 43 2332 280 45 235 104 52 52 2308 2274 2248 2227 269 1958 242 172 70
is_linear=0
shrinkage=0.1


Tree=6438
num_leaves=31
num_cat=0
split_feature=1203 16 1185 1200 1186 394 391 1177 403 401 1208 1208 402 1212 402 4 402 3 401 402 1212 13 1209 1210 52 15 1212 2 1213 130
split_gain=2.23238e-08 9.03545e-08 4.97047e-08 3.92665e-08 2.47383e-08 2.5028e-08 3.31338e-08 2.79422e-08 2.33608e-08 5.53415e-08 1.92981e-08 3.26354e-08 7.97424e-08 5.85396e-08 2.25847e-08 1.01298e-07 8.67679e-08 3.88129e-08 3.47663e-08 2.29503e-08 5.26448e-08 1.44475e-07 1.33666e-07 3.83585e-08 3.01463e-07 3.40445e-07 2.90455e-07 7.62922e-08 2.29916e-08 9.41302e-08
threshold=0.090185000000000001 -0.074319999999999983 -0.093764999999999987 0.084780000000000008 -0.10142499999999997 -0.14580499999999996 -0.086514999999999981 -0.081144999999999981 0.62200000000000011 0.13607500000000003 0.11531000000000001 0.10233500000000001 0.23460000000000003 0.13795000000000002 -0.45015499999999992 -0.076229999999999978 -0.41906499999999997 -0.079594999999999985 -0.099524999999999988 0.11844500000000001 -0.092474999999999988 -0.092094999999999982 -0.090519999999999975 -0.062539999999999984 0.088555000000000009 0.085550000000000015 0.086140000000000008 0.084715000000000013 -0.0038499999999999997 0.087020000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -4 -6 -7 -8 9 10 11 12 13 14 15 17 -16 -9 -18 20 21 -20 -22 24 25 26 -24 -28 29 -25
right_child=1 -3 4 -5 5 6 7 8 -10 -11 -12 -13 -14 -15 16 -17 18 -19 19 -21 22 -23 23 28 -26 -27 27 -29 -30 -31
leaf_value=-4.6722554385348264e-06 -3.4602459782036026e-06 6.9110344888347604e-06 3.414401148694153e-06 2.2025835155166837e-06 -2.4835810020194027e-06 3.9622075919829691e-06 -3.7491624129870615e-06 -2.1337912119720603e-06 -3.0423479570345084e-06 4.6205026732283075e-06 -2.7259624263164232e-06 3.2916752381121721e-06 -6.1632678244634364e-06 4.6558061234868049e-06 6.4246905464772547e-06 -7.2148705207244198e-06 -4.1820784542778718e-06 3.8124249484731674e-06 -2.0423993826765047e-06 -2.4702825351448919e-06 -8.1628038333292356e-06 9.7010268382291547e-06 1.2570167155531853e-05 -1.8544136380146377e-06 1.2955837453318965e-05 -1.1725382434979977e-05 -6.3122197661868997e-06 2.3177112834240516e-06 5.4261338432779487e-08 5.2375961093362312e-06
leaf_weight=23 25 23 21 24 41 21 20 21 25 26 26 30 21 27 21 23 20 23 22 37 20 20 21 172 20 21 20 21 2265 21
leaf_count=23 25 23 21 24 41 21 20 21 25 26 26 30 21 27 21 23 20 23 22 37 20 20 21 172 20 21 20 21 2265 21
internal_value=0 1.74041e-06 -4.10876e-08 -6.86615e-07 -5.88704e-09 -2.97892e-08 4.15325e-09 -2.40898e-08 1.39826e-09 2.76556e-08 -1.39231e-08 1.0853e-08 -2.40989e-08 2.20272e-08 -2.31722e-08 -1.8368e-06 2.18161e-08 9.74458e-07 -2.83557e-08 2.8753e-09 3.77616e-08 3.54971e-06 -1.93874e-08 4.42082e-08 1.9348e-06 -7.20867e-07 3.00647e-06 -1.89201e-06 -3.50153e-08 -1.08274e-06
internal_weight=0 72 3049 49 3026 3005 2964 2943 2923 2898 2872 2846 2816 2795 2768 67 2701 44 2680 2660 2623 42 2581 2561 103 83 62 41 2458 193
internal_count=3121 72 3049 49 3026 3005 2964 2943 2923 2898 2872 2846 2816 2795 2768 67 2701 44 2680 2660 2623 42 2581 2561 103 83 62 41 2458 193
is_linear=0
shrinkage=0.1


Tree=6439
num_leaves=31
num_cat=0
split_feature=400 130 1204 1203 15 1185 3 1186 394 391 1177 403 401 16 481 481 16 1374 1374 2 151 51 156 16 12 151 16 4 12 52
split_gain=2.30411e-08 8.822e-08 3.07889e-08 4.34673e-08 7.44851e-08 3.98759e-08 2.35118e-08 2.02995e-08 1.99057e-08 2.71452e-08 2.23575e-08 1.8645e-08 4.52716e-08 1.86531e-08 8.22237e-08 1.32534e-07 1.02674e-07 6.5797e-08 5.59688e-08 2.78118e-07 1.39375e-07 7.58527e-08 1.36238e-07 5.42732e-08 1.11976e-07 7.37073e-08 6.73693e-08 1.42295e-07 2.84198e-07 2.77932e-07
threshold=-0.14175499999999996 0.084580000000000016 -0.098194999999999991 0.090185000000000001 0.089595000000000022 -0.093764999999999987 -0.085384999999999975 -0.10142499999999997 -0.14580499999999996 -0.086514999999999981 -0.081144999999999981 0.62200000000000011 0.13607500000000003 -0.0094449999999999968 -0.087424999999999989 -0.082304999999999989 -0.0087049999999999992 0.085820000000000021 0.086765000000000023 0.090935000000000016 -0.52488999999999986 -0.10316499999999999 0.091255000000000017 -0.0048099999999999992 0.08493500000000001 -0.083694999999999978 0.0039400000000000008 -0.0070899999999999991 0.085565000000000016 -0.0087299999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 6 -4 -5 -7 -9 -10 -11 12 13 18 -15 -16 -17 23 20 -20 -12 -22 -23 24 25 -18 27 29 -29 -25
right_child=2 -3 3 4 -6 7 -8 8 9 10 11 -13 -14 14 15 16 17 -19 19 -21 21 22 -24 26 -26 -27 -28 28 -30 -31
leaf_value=7.1561652839591273e-06 -3.4587479687021327e-06 -1.924944197763461e-06 -4.2050288317588404e-06 2.591091492547548e-06 7.4609290485178856e-06 3.0729626690204203e-06 -2.1997323377339246e-06 -2.2352229720814737e-06 3.5659898393143e-06 -3.3742406509418287e-06 -7.2043949107690148e-06 -2.7381129784771476e-06 4.1584528844396116e-06 -4.8692321261347763e-06 7.8695372349102402e-06 -6.0171932362561252e-06 5.410394522868956e-06 5.505041676769907e-06 1.1823044454341353e-05 -2.109282645266687e-06 -5.0824368679935076e-06 1.3847808634543716e-07 7.0544492692878799e-06 4.0346054602609499e-06 -6.1696654524388986e-06 -2.5380473581597993e-06 -3.9351878077316846e-07 1.289321340323113e-05 -2.4961209484380171e-06 -9.1691618713412023e-06
leaf_weight=20 26 23 23 20 21 21 21 41 21 20 26 25 26 39 20 31 20 20 23 38 27 1599 29 44 45 28 750 28 21 25
leaf_count=20 26 23 23 20 21 21 21 41 21 20 26 25 26 39 20 31 20 20 23 38 27 1599 29 44 45 28 750 28 21 25
internal_value=0 2.29883e-06 -3.2107e-08 -2.91543e-09 2.61785e-06 -5.72592e-08 1.37255e-07 -2.51059e-08 -4.71899e-08 -1.63089e-08 -4.23936e-08 -1.91265e-08 4.81669e-09 -3.35745e-08 -3.61987e-07 -1.91655e-07 -3.50967e-07 -1.71912e-07 1.68337e-07 3.14389e-06 6.03602e-08 1.74489e-07 2.61674e-07 -2.90059e-07 -2.58594e-06 7.73803e-07 -4.40715e-08 2.17699e-06 6.29778e-06 -7.49368e-07
internal_weight=0 43 3078 3052 62 2990 41 2967 2946 2905 2884 2864 2839 2813 1071 1032 1012 981 1742 61 1681 1655 1628 961 93 48 868 118 49 69
internal_count=3121 43 3078 3052 62 2990 41 2967 2946 2905 2884 2864 2839 2813 1071 1032 1012 981 1742 61 1681 1655 1628 961 93 48 868 118 49 69
is_linear=0
shrinkage=0.1


Tree=6440
num_leaves=31
num_cat=0
split_feature=11 132 129 42 132 402 401 133 133 2 481 1447 155 133 133 12 42 1447 12 12 0 0 42 3 42 402 42 13 402 0
split_gain=1.93668e-08 2.0758e-08 7.70266e-08 6.51581e-08 3.46011e-08 5.35865e-08 3.3322e-08 2.99738e-08 1.55699e-07 4.24672e-07 1.27364e-07 1.24718e-07 1.05761e-07 1.30264e-07 1.04493e-07 1.49583e-07 9.23641e-08 8.31271e-08 6.82053e-08 1.2888e-07 1.45085e-07 2.62206e-07 9.6211e-08 9.21638e-08 2.26922e-07 1.09745e-07 1.62981e-07 1.16258e-07 9.5985e-08 8.16621e-08
threshold=-0.072629999999999986 0.11077500000000003 0.080675000000000011 -0.085874999999999993 0.10720500000000001 0.31278000000000006 0.13699500000000003 0.091935000000000003 0.090445000000000011 0.092635000000000009 -0.086219999999999977 -0.051529999999999992 0.10022500000000002 0.093255000000000018 0.089405000000000012 0.087830000000000005 -0.23037499999999997 0.059120000000000013 0.10806000000000002 0.097575000000000009 -0.067094999999999988 -0.070499999999999993 0.10077000000000001 -0.082594999999999988 0.089625000000000024 -0.016959999999999999 0.096450000000000022 -0.07965499999999999 -0.46435999999999994 -0.069824999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 8 14 -10 -9 -12 13 -13 16 -16 -2 -18 19 20 21 23 -22 24 -15 28 27 -27 -25 -21
right_child=1 2 -4 -5 -6 -7 -8 10 9 -11 11 12 -14 18 15 -17 17 -19 -20 29 22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-3.0266043517085132e-06 5.3682741043882172e-06 7.7980874997202995e-06 -2.7275825521593851e-06 1.3260455287896398e-06 -4.1755110702013099e-06 5.1566207184805539e-06 -4.0063367361567328e-06 -7.8234260892410635e-06 -2.1747166093583865e-06 1.6904190220081717e-05 6.2435080247235397e-06 -8.4259557783268427e-06 6.0038180146710317e-06 -1.8001549156670757e-06 1.0049382314283992e-06 -1.0399967417786526e-05 1.1575580084494771e-07 -4.7275588924675408e-06 -4.0281147551656931e-06 6.6470714705246788e-06 -5.4334869197364677e-07 -1.0290760931666504e-05 8.9195816113632734e-06 -3.3111920277984943e-06 9.427831672063028e-06 -6.3090005874578812e-06 -1.1102472826853325e-05 2.7359392818956018e-06 5.745494814618724e-06 -1.178946233721945e-06
leaf_weight=21 33 21 33 60 20 20 21 24 28 20 27 23 22 54 23 23 2266 36 53 40 21 33 22 22 27 27 26 30 25 20
leaf_count=21 33 21 33 60 20 20 21 24 28 20 27 23 22 54 23 23 2266 36 53 40 21 33 22 22 27 27 26 30 25 20
internal_value=0 2.04887e-08 1.34485e-06 3.00398e-06 -3.00728e-08 -2.11976e-09 -3.71418e-08 -8.64497e-09 1.36011e-07 5.77483e-06 -7.17049e-07 -3.55708e-07 -7.56109e-07 -1.10769e-06 2.23343e-08 -4.69751e-06 1.15316e-07 4.00133e-08 -6.86889e-07 -1.76558e-07 -1.05773e-06 -2.0016e-06 4.29815e-06 -7.05189e-07 1.94251e-06 -2.35491e-06 -4.54131e-06 -1.54851e-06 1.50619e-06 4.0384e-06
internal_weight=0 3100 114 81 2986 2966 2946 2925 2429 48 496 472 445 423 2381 46 2335 2302 400 347 287 244 43 211 81 130 83 57 47 60
internal_count=3121 3100 114 81 2986 2966 2946 2925 2429 48 496 472 445 423 2381 46 2335 2302 400 347 287 244 43 211 81 130 83 57 47 60
is_linear=0
shrinkage=0.1


Tree=6441
num_leaves=31
num_cat=0
split_feature=400 130 399 132 1211 393 15 13 16 42 1213 133 16 1374 1373 1213 1212 16 159 15 13 16 4 52 42 130 121 160 160 52
split_gain=1.89073e-08 7.55521e-08 2.81639e-08 2.06237e-08 5.32968e-07 2.93493e-07 7.02284e-08 2.10498e-08 3.36672e-08 4.71363e-08 4.34966e-08 4.07032e-08 1.94214e-08 9.43533e-08 1.18794e-07 6.80435e-08 1.19606e-07 6.32964e-08 1.22545e-07 7.21828e-08 1.07478e-07 7.03902e-08 1.90451e-07 4.11122e-07 6.01267e-08 5.92046e-08 6.03047e-08 5.17739e-08 7.95752e-08 1.05244e-07
threshold=-0.14175499999999996 0.084580000000000016 -0.090889999999999985 -0.083284999999999984 0.085535000000000014 0.12679500000000002 0.092400000000000024 -0.051094999999999995 -0.095094999999999985 -0.015274999999999999 0.085775000000000004 -0.40071499999999999 -0.0094449999999999968 0.087110000000000007 1.0000000180025095e-35 0.04198000000000001 0.040035000000000008 -0.0048099999999999992 0.082105000000000025 -0.076244999999999993 -0.082759999999999986 0.0013750000000000001 -0.0070899999999999991 -0.0087299999999999982 0.14766000000000004 -0.22699999999999995 -0.072334999999999983 -0.072114999999999985 -0.061284999999999992 0.11434500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 12 7 -4 -9 10 11 -10 25 14 15 16 17 18 19 -14 -21 22 23 -19 27 -5 -27 -23 -29 -30
right_child=2 -3 3 5 -6 -7 -8 8 9 -11 -12 -13 13 -15 -16 -17 -18 21 -20 20 -22 24 -24 -25 -26 26 -28 28 29 -31
leaf_value=6.5774925178629927e-06 -3.7694815341637876e-06 -1.8263625900979844e-06 2.9423800748934977e-06 -4.9420536780334345e-06 1.6477812999937671e-05 -1.2146285732796969e-05 -5.6256909338117119e-06 -3.7129049514987859e-06 3.9062278888412125e-06 -2.6808416780315588e-06 5.7150539350914186e-06 -1.5305255203656999e-06 2.7310392439527934e-06 -6.808682920481343e-06 7.2539879262140384e-06 -4.6771499520608428e-06 6.7825932148934955e-06 5.9894596010205239e-06 -9.5311429894146786e-06 9.522853177329056e-07 -8.5446047041738311e-06 1.1162354960689053e-06 8.0494570730791487e-06 -1.2520034991183593e-05 4.887058335476641e-06 5.3647796908476069e-06 2.1024382724758881e-07 -5.384421358126259e-06 -9.7596443586843843e-07 5.2105443124862089e-06
leaf_weight=20 20 23 22 22 20 20 25 25 21 36 20 40 32 22 21 35 24 30 21 26 22 151 37 20 21 23 1724 38 531 29
leaf_count=20 20 23 22 22 20 20 25 25 21 36 20 40 32 22 21 35 24 30 21 26 22 151 37 20 21 23 1724 38 531 29
internal_value=0 2.08241e-06 -2.91002e-08 -4.63728e-09 9.54183e-07 -7.49755e-08 -6.88529e-07 6.40871e-08 -3.81846e-07 3.29919e-07 1.66804e-06 3.41144e-07 1.03643e-08 -3.28117e-07 -1.90764e-07 -3.44491e-07 -1.90068e-07 -3.64749e-07 -2.7325e-06 -9.47858e-07 -3.40046e-06 -8.57019e-08 2.61049e-06 -1.41434e-06 -3.90337e-07 2.13185e-07 2.78105e-07 -5.38301e-07 -9.56086e-07 -6.55592e-07
internal_weight=0 43 3078 3058 209 2849 189 164 142 117 81 61 2829 1060 1038 1017 982 958 101 80 48 857 87 50 770 1769 1747 749 598 560
internal_count=3121 43 3078 3058 209 2849 189 164 142 117 81 61 2829 1060 1038 1017 982 958 101 80 48 857 87 50 770 1769 1747 749 598 560
is_linear=0
shrinkage=0.1


Tree=6442
num_leaves=31
num_cat=0
split_feature=132 1185 15 40 130 40 1186 129 473 52 16 16 2 1374 1 1 1 4 51 156 156 0 0 474 474 1419 157 43 43 2
split_gain=2.06232e-08 1.3467e-07 4.94675e-08 2.03902e-08 6.16401e-08 4.15067e-08 1.99559e-08 2.61431e-08 1.93338e-08 2.01125e-08 9.98962e-08 2.64904e-07 1.32625e-07 9.2773e-08 5.32971e-08 1.90443e-07 1.25213e-07 1.70422e-07 1.07015e-07 7.43359e-08 7.71165e-08 1.11949e-07 1.07493e-07 4.81049e-08 3.01263e-07 9.78376e-08 7.84384e-08 5.32249e-08 1.43541e-07 1.00851e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.24620999999999996 -0.22699999999999995 -0.15322999999999998 -0.091099999999999987 -0.082304999999999975 -0.23352999999999996 -0.080114999999999978 -0.087659999999999988 -0.069144999999999984 0.089605000000000018 -0.26569999999999994 0.10672000000000002 0.10781 0.10337500000000001 -0.49405499999999997 0.10411500000000001 0.12794000000000003 0.09747500000000002 -0.057069999999999989 -0.14723999999999998 0.088710000000000011 0.091180000000000011 0.085980000000000015 -0.08577499999999999 -0.095589999999999994 -0.091784999999999992 0.098630000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 -7 -8 -9 10 12 -12 -10 -11 16 -16 18 -18 19 20 22 -22 -13 26 -25 -26 -24 29 -29 -28
right_child=1 3 -4 4 5 6 7 8 9 13 11 14 -14 -15 15 -17 17 -19 -20 -21 21 -23 23 24 25 -27 27 28 -30 -31
leaf_value=-3.3886101875602041e-07 8.0501108251545318e-06 3.1947797316433937e-06 -4.7052776244527203e-06 -5.2821617257140225e-06 4.4608579189895996e-06 -2.8727346697602725e-06 3.0634542630890242e-06 3.090280909532339e-06 -8.7896861487024582e-07 6.7433840134375103e-06 -1.2121846677928261e-05 -7.7127561884150385e-06 1.0147062092755733e-05 6.1990465212772791e-08 1.034059806897858e-05 -2.3896151722175615e-07 9.1369014669561744e-08 -1.2806849033495384e-05 6.5375552307635929e-06 -6.434284899693343e-06 9.0188920216860415e-06 -1.111241092270158e-06 -6.5635189111882645e-06 1.2240087513077925e-05 -6.886747009933932e-06 1.7447527954635885e-06 -5.5624581768319733e-07 -9.4857402291381729e-06 -5.5821366696016492e-07 7.7564994217027558e-06
leaf_weight=192 21 20 30 22 21 24 28 20 24 21 20 22 20 2002 20 114 21 20 21 22 20 24 24 20 24 29 54 20 181 20
leaf_count=192 21 20 30 22 21 24 28 20 24 21 20 22 20 2002 20 114 21 20 21 22 20 24 24 20 24 29 54 20 181 20
internal_value=0 7.11378e-08 -9.28917e-07 1.29174e-08 -9.349e-09 3.15543e-08 -1.48842e-09 2.32016e-08 -7.60803e-09 -3.01956e-08 -4.84087e-07 -7.84598e-07 4.13286e-06 1.31347e-07 -4.38951e-07 1.34008e-06 -8.95636e-07 -6.20044e-06 -4.43459e-07 -7.62157e-07 -4.77256e-07 3.49336e-06 -9.20676e-07 -5.18993e-07 1.78243e-06 -2.16385e-06 -1.08088e-06 -6.02396e-07 -1.44652e-06 1.69044e-06
internal_weight=0 2899 222 2878 2858 2836 2815 2791 2763 2743 720 676 44 2023 656 134 522 41 481 460 438 44 394 372 73 53 299 275 201 74
internal_count=3121 2899 222 2878 2858 2836 2815 2791 2763 2743 720 676 44 2023 656 134 522 41 481 460 438 44 394 372 73 53 299 275 201 74
is_linear=0
shrinkage=0.1


Tree=6443
num_leaves=31
num_cat=0
split_feature=376 1 120 52 130 16 52 0 0 3 47 15 0 2 16 2 2 160 51 51 16 148 16 3 3 3 16 3 52 16
split_gain=1.8987e-08 3.52861e-08 8.00946e-08 1.18823e-07 5.31509e-08 3.44153e-08 3.10261e-08 2.39728e-08 1.44915e-07 1.46499e-07 1.2351e-07 6.71704e-07 2.54194e-07 9.05115e-08 1.03524e-07 9.07033e-08 9.39511e-08 1.38322e-07 9.78464e-08 2.47178e-07 1.72749e-07 8.45455e-08 1.5794e-07 9.79953e-08 1.57663e-07 1.26219e-07 5.96674e-08 5.53429e-08 4.7077e-08 4.60354e-08
threshold=-1.0000000180025095e-35 0.16540500000000002 1.0000000180025095e-35 -0.014264999999999998 -0.22461999999999996 -0.13941499999999998 -0.085264999999999994 -0.10151999999999999 -0.097274999999999986 -0.072894999999999988 0.094160000000000008 -0.11345499999999999 -0.10474999999999998 0.080205000000000012 -0.23935499999999996 0.083585000000000007 0.08647500000000001 0.10830500000000001 0.090560000000000015 0.012085000000000002 -0.087659999999999988 -0.068554999999999991 -0.54165499999999989 -0.011549999999999998 -0.0025099999999999996 -0.055119999999999995 -0.40995499999999996 0.097915000000000016 0.0031350000000000002 -0.39185999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 -1 -7 10 9 28 12 27 13 14 -6 -15 -17 18 19 21 -20 -18 -23 25 -25 29 -26 -12 -9 -24
right_child=1 -3 3 -5 7 6 -8 8 -10 -11 11 -13 -14 15 -16 16 17 -19 20 -21 -22 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=1.3684205421545434e-06 4.8533502016969422e-06 3.6356187180259712e-06 8.6826619443464955e-07 -9.9017586182981177e-06 -1.5444667042174845e-07 -4.7787699628543125e-07 -5.8632926044557962e-06 -4.368076510117034e-06 2.6893227333671746e-08 -1.1328371527435428e-05 -4.1191914397131774e-06 1.964071147345489e-05 -1.026282349278557e-05 -5.6493539607170256e-06 9.8983853647604567e-06 5.1736413243624593e-06 5.9235888946724511e-06 -7.0791007251850366e-06 1.0186261208498484e-05 -9.5018523123913989e-06 -1.8538397439856042e-06 -7.75100745959603e-06 2.9643469421595606e-06 -9.228311059814588e-06 4.1164132627977044e-06 8.7101723407017593e-06 -1.7286164464280773e-06 1.8153012909103631e-06 1.7885602752041611e-06 -2.0928507440961162e-06
leaf_weight=24 23 27 21 20 20 20 23 27 2333 22 30 21 23 26 21 38 28 26 26 26 22 23 45 20 31 29 40 33 23 30
leaf_count=24 23 27 21 20 20 20 23 27 2333 22 30 21 23 26 21 38 28 26 26 26 22 23 45 20 31 29 40 33 23 30
internal_value=0 3.65354e-08 4.43258e-09 -4.3854e-06 6.47083e-08 -1.66524e-06 -3.35845e-06 2.75369e-08 -1.09473e-07 -4.52813e-06 6.18056e-07 4.15219e-06 -8.24628e-09 5.14714e-07 4.99456e-06 6.67294e-08 4.53756e-07 -6.46131e-08 5.05314e-07 -2.29257e-07 4.66788e-06 7.50774e-07 8.63755e-08 1.01078e-06 -1.38574e-06 3.10774e-06 8.23439e-07 -1.01065e-06 -1.53602e-06 9.41468e-07
internal_weight=0 3054 3027 41 2986 67 43 2963 2405 72 558 84 474 451 41 410 384 346 320 272 48 246 218 195 91 104 71 63 50 75
internal_count=3121 3054 3027 41 2986 67 43 2963 2405 72 558 84 474 451 41 410 384 346 320 272 48 246 218 195 91 104 71 63 50 75
is_linear=0
shrinkage=0.1


Tree=6444
num_leaves=31
num_cat=0
split_feature=47 47 47 47 2 376 393 1456 159 473 471 11 12 1 11 400 42 42 1374 42 2 41 41 151 49 1373 150 0 2 0
split_gain=2.11971e-08 2.2656e-07 1.939e-07 5.60275e-08 3.858e-08 3.46389e-08 3.10405e-08 2.6446e-08 9.31649e-08 2.20888e-08 2.52283e-08 3.38682e-08 1.08963e-07 7.67001e-08 5.3707e-08 5.7553e-08 2.91893e-08 2.25518e-07 1.483e-07 1.28415e-07 4.28733e-07 7.71555e-08 5.78797e-08 5.90001e-08 7.23839e-08 6.7065e-08 8.51957e-08 6.59314e-08 8.94066e-08 7.53654e-08
threshold=0.094460000000000002 0.091680000000000011 0.096770000000000009 0.089640000000000011 0.14445500000000003 0.049360000000000008 0.12679500000000002 -0.077604999999999993 0.085035000000000013 -1.0000000180025095e-35 -0.083284999999999984 0.090070000000000025 0.10149500000000002 0.10871500000000002 0.086080000000000018 -0.14175499999999996 0.083715000000000026 0.083995000000000014 0.088460000000000011 0.081660000000000024 0.087245000000000003 0.08690500000000001 1.0000000180025095e-35 -0.10380999999999999 0.10542000000000001 1.0000000180025095e-35 0.12640500000000002 0.10455500000000001 0.10005000000000001 0.051010000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 5 7 9 -4 -9 -1 -11 14 -13 -14 15 -12 19 -18 -19 21 -21 22 23 24 -17 26 27 29 -29 -25
right_child=2 -3 4 -5 -6 -7 -8 8 -10 10 11 12 13 -15 -16 16 17 18 -20 20 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=3.2496088503345771e-06 -9.8306736783177434e-06 1.0196146091733351e-05 -3.2469067349438775e-06 -4.6122735126958184e-06 -4.0365796077980048e-06 4.2343182099102713e-06 3.490574866960882e-06 -3.9427940689187209e-07 6.5914663255604131e-06 -3.4587395107553763e-06 3.8195198828525001e-06 6.239326695549608e-06 -5.8204674564876776e-06 2.4166501186930243e-06 -4.2484746253042735e-06 7.1353215247427215e-06 8.0949342456430418e-06 2.4026396665587682e-07 -6.8801224642811579e-06 2.2087554733237386e-06 -1.6693036041033338e-05 -6.0532167460471767e-06 5.1265025398433432e-06 -2.317319161198372e-07 -9.0386270130693451e-07 5.2929889426152279e-06 -6.4344567872269735e-06 -7.1076829101457411e-06 7.8704361380269688e-07 5.5558176269266333e-06
leaf_weight=21 22 22 24 26 23 20 26 210 21 21 39 35 20 26 30 24 36 1171 30 30 20 22 21 1035 21 21 23 32 26 23
leaf_count=21 22 22 24 26 23 20 26 210 21 21 39 35 20 26 30 24 36 1171 30 30 20 22 21 1035 21 21 23 32 26 23
internal_value=0 8.80766e-08 -7.71042e-07 8.05589e-09 -1.0221e-07 2.26846e-07 5.16914e-08 -8.74653e-08 2.40788e-07 1.89041e-08 -6.16789e-09 2.08355e-08 2.03457e-06 -1.16471e-06 -4.18037e-08 7.22513e-09 -5.14256e-08 2.96171e-07 6.24025e-08 -3.82686e-07 -5.35196e-06 -1.83597e-07 -7.82692e-08 -1.68975e-07 3.3837e-06 -3.06794e-07 -4.10039e-07 -2.85879e-07 -3.56867e-06 -1.05916e-07
internal_weight=0 2801 320 2779 298 275 2753 255 231 2727 2706 2685 81 46 2604 2574 2535 1237 1201 1298 50 1248 1226 1205 45 1160 1139 1116 58 1058
internal_count=3121 2801 320 2779 298 275 2753 255 231 2727 2706 2685 81 46 2604 2574 2535 1237 1201 1298 50 1248 1226 1205 45 1160 1139 1116 58 1058
is_linear=0
shrinkage=0.1


Tree=6445
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 133 12 399 52 132 448 447 148 455 97 34 34 151 4 16 43 1374 376 1 120 15 9 1 1 3
split_gain=1.96638e-08 5.76496e-07 2.97266e-07 8.44196e-08 2.26904e-08 2.92044e-08 4.49969e-08 4.08086e-08 2.27704e-08 2.87537e-08 1.97691e-08 4.47074e-08 2.28035e-08 2.05e-08 2.64193e-08 6.84953e-08 7.71296e-08 2.66345e-08 1.60227e-07 2.01958e-07 7.64386e-08 6.55834e-08 2.87384e-08 2.95591e-08 1.18396e-07 6.02396e-08 6.62832e-08 3.23898e-08 5.46506e-07 7.19798e-07
threshold=-0.083284999999999984 0.089480000000000018 -0.087384999999999977 0.10022000000000002 0.11527000000000001 -0.37971999999999995 0.096075000000000008 0.086815000000000017 0.086450000000000013 -0.095229999999999995 0.068920000000000023 0.094005000000000019 -0.095079999999999984 0.090605000000000019 -0.086464999999999986 -0.08786999999999999 -0.08330499999999999 0.056735000000000001 0.033845000000000007 -0.014754999999999999 -0.074359999999999996 -0.096434999999999979 -0.083489999999999981 0.16540500000000002 1.0000000180025095e-35 -0.5556049999999999 0.092410000000000006 0.091345000000000023 0.09253500000000002 -0.081164999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -7 9 -9 11 12 -4 14 -14 -16 -17 21 19 -19 -21 -18 -23 24 25 -24 27 -27 29 -29
right_child=2 -3 10 -5 -6 7 -8 8 -10 -11 -12 -13 13 -15 15 16 17 18 -20 20 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=6.2257026513634626e-07 -1.221838252604357e-05 1.6668007730015149e-05 -2.9519971733931856e-06 -6.917241012160958e-06 3.022052656087042e-06 3.3074692874441262e-06 -6.0050636918839746e-06 8.2904727627291793e-07 1.4103750412028479e-06 -3.9043929314261458e-06 -3.1176896709439465e-06 3.8142239658657586e-06 -3.543129518913615e-06 2.2428788808122968e-06 4.3505573415814073e-06 -6.0771301177521226e-06 -5.0586355812881195e-06 1.0615055599953785e-05 -4.0423138730946789e-06 -2.4199744050040157e-06 5.2905525353708074e-06 -2.7399648193917722e-06 4.5272435947178265e-06 3.680241004324423e-06 -6.3535518040288454e-06 2.021419801323532e-07 5.612178620140185e-06 8.1859017303610353e-07 1.0971262240839183e-07 -2.5393624409844053e-05
leaf_weight=20 20 21 26 20 21 33 21 21 29 33 20 31 21 41 36 21 26 29 37 36 20 38 30 22 29 1712 21 22 644 20
leaf_count=20 20 21 26 20 21 33 21 21 29 33 20 31 21 41 36 21 26 29 37 36 20 38 30 22 29 1712 21 22 644 20
internal_value=0 9.13716e-07 -6.8958e-08 -7.57193e-07 -6.5053e-08 -4.77978e-07 -2.77207e-06 3.32865e-07 -8.49808e-07 -2.06361e-06 1.53544e-08 3.72485e-08 -4.11008e-09 2.32144e-08 -9.7112e-09 1.73401e-08 -4.02867e-08 6.91126e-09 1.45052e-06 3.84151e-06 3.33785e-07 -6.17782e-08 -1.0589e-08 3.08975e-08 -1.5018e-09 7.37164e-08 1.84846e-08 -3.0501e-08 -6.11091e-07 -1.16634e-05
internal_weight=0 219 2902 198 178 157 41 116 83 54 2882 2862 2831 2805 2764 2743 2707 2686 122 85 56 2564 2538 2500 2478 2449 2419 2398 686 42
internal_count=3121 219 2902 198 178 157 41 116 83 54 2882 2862 2831 2805 2764 2743 2707 2686 122 85 56 2564 2538 2500 2478 2449 2419 2398 686 42
is_linear=0
shrinkage=0.1


Tree=6446
num_leaves=31
num_cat=0
split_feature=1211 1211 401 401 133 3 1210 133 1208 1204 1203 132 50 1211 393 15 1209 1208 402 1212 3 1213 43 1212 1209 403 403 3 3 12
split_gain=1.84635e-08 4.61481e-08 3.71363e-08 7.10725e-08 4.28751e-08 1.20553e-07 3.73188e-08 3.72617e-08 7.16952e-08 2.708e-08 3.90652e-08 2.25487e-08 6.21196e-07 6.01729e-07 7.85573e-08 6.57797e-08 3.28462e-08 5.5888e-08 2.48019e-08 2.93278e-08 2.51584e-07 2.69532e-07 2.54544e-07 3.7413e-08 2.41691e-08 6.93803e-08 5.07734e-08 2.31771e-08 7.87171e-08 3.10722e-07
threshold=0.11716500000000001 0.12711000000000003 -0.46360499999999999 -0.13200999999999999 0.51114000000000004 -0.085709999999999995 0.24726500000000004 0.41553500000000004 0.10737500000000001 0.058775000000000008 -1.0000000180025095e-35 -0.083284999999999984 0.10022000000000002 0.10326000000000002 0.10856500000000001 0.087825000000000014 0.10691500000000002 0.080860000000000015 -0.097504999999999994 -0.088629999999999987 -0.078724999999999976 -0.087969999999999979 -0.0047449999999999992 -0.070754999999999985 -0.084519999999999984 -0.5335399999999999 -0.42113499999999993 -0.082234999999999989 -0.084524999999999975 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 7 8 9 10 -5 12 15 14 16 -12 17 18 -13 20 21 22 -20 -21 -25 -26 -27 28 -28 -30
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11 11 13 -14 -15 -16 -17 -18 -19 19 23 -22 -23 -24 24 25 26 27 -29 29 -31
leaf_value=-3.7242774245290402e-06 4.9733748173821365e-06 -9.3769249523185359e-07 4.6163780070580259e-06 3.69663498531736e-06 2.3294441023478741e-06 -8.1500972951091725e-06 3.9234666976047574e-06 -4.0451191081126087e-06 5.8176535406216449e-06 -3.6244376439125995e-06 -2.0542699060229947e-07 3.2355694834816106e-06 1.7637044528555635e-05 -1.6599512084460666e-05 6.0992182094802654e-06 -5.8902438752284075e-06 3.6410897337191273e-06 -5.2133349619171425e-06 -9.9439360870487052e-06 4.3158658809261403e-06 5.4674680434211896e-06 -1.4843931296582014e-05 4.0588342767812399e-06 -3.4889440576080238e-06 4.4215742751215917e-06 -4.9587212071769283e-06 -6.5966494631633662e-08 -2.8744525701935025e-07 1.0141201059573528e-05 2.424987573860138e-08
leaf_weight=27 25 28 33 28 21 23 24 23 21 21 134 23 20 22 21 24 24 21 21 20 34 20 34 20 35 21 815 1362 39 137
leaf_count=27 25 28 33 28 21 23 24 23 21 21 134 23 20 22 21 24 24 21 21 20 34 20 34 20 35 21 815 1362 39 137
internal_value=0 1.85055e-06 -3.19669e-08 8.15856e-10 -4.98203e-08 -3.1485e-06 -3.82103e-09 -3.58805e-08 -4.26843e-09 -4.64854e-08 -2.03508e-08 -5.6907e-08 1.03285e-06 -1.29585e-07 7.30152e-09 -1.06894e-06 -4.14153e-08 -7.53815e-08 -3.35771e-08 -6.29713e-08 -1.66795e-06 -4.90268e-06 -1.28768e-06 8.46318e-09 -2.70033e-08 1.73844e-09 -6.34234e-08 -1.9734e-08 3.482e-07 2.26607e-06
internal_weight=0 53 3068 3041 3008 44 2964 2940 2917 2896 2875 2847 178 2669 2647 158 2626 2602 2581 2558 109 75 55 2449 2429 2409 2374 2353 991 176
internal_count=3121 53 3068 3041 3008 44 2964 2940 2917 2896 2875 2847 178 2669 2647 158 2626 2602 2581 2558 109 75 55 2449 2429 2409 2374 2353 991 176
is_linear=0
shrinkage=0.1


Tree=6447
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1209 1208 1208 1209 43 1209 15 1213 160 4 403 1213 2 3 401 401 390 401 16 1212 401 1212 1210 128 1185 16
split_gain=2.14055e-08 1.38032e-07 6.02525e-08 2.05958e-08 2.85696e-08 2.13551e-08 5.43606e-08 2.61121e-08 1.78054e-07 2.98661e-08 1.15328e-07 3.52986e-08 2.37795e-07 1.51587e-07 6.05619e-08 5.2903e-08 6.52702e-08 7.15533e-08 4.07262e-08 5.8162e-08 6.62706e-08 5.3272e-08 5.93332e-08 5.32469e-08 7.50653e-08 4.00247e-08 9.58799e-08 3.86749e-08 1.20282e-07 7.18455e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11531000000000001 0.11495000000000001 0.10233500000000001 0.086590000000000014 -0.087714999999999987 -0.0047449999999999992 -0.065739999999999979 0.087575000000000014 0.04198000000000001 -0.025879999999999997 -0.084134999999999988 -0.44023999999999991 0.077040000000000011 0.09142500000000002 -0.080484999999999987 0.11602000000000001 0.10632500000000002 0.089065000000000019 0.092675000000000021 -0.091354999999999978 0.11796000000000001 -1.0000000180025095e-35 -0.08867499999999999 -0.081369999999999984 0.10773500000000001 0.090595000000000009 -0.077074999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 -3 10 -9 14 -13 -14 -11 -15 17 -17 19 20 21 23 -23 24 -16 -26 -27 28 -28 -29
right_child=1 3 -4 -5 -6 -7 -8 9 -10 11 -12 12 13 15 18 16 -18 -19 -20 -21 -22 22 -24 -25 25 26 27 29 -30 -31
leaf_value=-3.2048941807129295e-07 8.1504464192437886e-06 -3.8999672792020389e-06 -5.2828014913432398e-06 -2.7353717558542956e-06 3.7143996494359313e-06 3.1157512870033152e-06 -5.0807798710853352e-06 -8.0221921117689423e-06 9.2839171628611449e-06 -4.6086593511455279e-06 1.9414899935117531e-06 1.043544220738113e-05 -5.564947337844435e-06 6.2412317068568273e-06 4.3625044980170713e-06 1.90545086853591e-06 4.3465612000573228e-06 -4.7071916833374418e-06 -3.3051767489398018e-06 4.5690007222479575e-06 -5.7474263385870479e-06 7.3217378314893727e-06 1.1152421291171777e-07 -5.0459383254790397e-06 3.6297163993712563e-06 -5.08984632754044e-06 -1.190667281565289e-08 7.1401380150096629e-06 -7.8027003746683485e-06 -9.4993473517799583e-07
leaf_weight=194 21 21 28 27 21 22 21 21 20 29 26 25 38 21 39 36 33 30 37 28 20 21 25 21 29 38 2165 21 20 23
leaf_count=194 21 21 28 27 21 22 21 21 20 29 26 25 38 21 39 36 33 30 37 28 20 21 25 21 29 38 2165 21 20 23
internal_value=0 7.24795e-08 -9.46367e-07 1.35367e-08 3.95699e-08 1.23008e-08 -1.2014e-08 2.61791e-08 2.5312e-06 -1.12228e-08 -2.51037e-06 3.22969e-08 1.37323e-06 -6.06654e-08 -6.52351e-08 1.68236e-06 7.15323e-07 -1.1003e-06 -1.22559e-08 3.74739e-08 -1.49137e-08 3.28175e-08 3.40314e-06 -3.29868e-08 1.20975e-08 -6.17988e-08 -1.09021e-07 -2.41084e-08 -8.32183e-08 2.91124e-06
internal_weight=0 2899 222 2878 2851 2830 2808 2787 41 2746 47 2699 183 158 2516 120 99 66 2487 2450 2422 2402 46 2356 2335 2296 2267 2229 2185 44
internal_count=3121 2899 222 2878 2851 2830 2808 2787 41 2746 47 2699 183 158 2516 120 99 66 2487 2450 2422 2402 46 2356 2335 2296 2267 2229 2185 44
is_linear=0
shrinkage=0.1


Tree=6448
num_leaves=31
num_cat=0
split_feature=47 0 1 0 15 47 1365 393 9 12 33 16 1371 482 483 483 13 42 13 480 160 4 4 156 4 0 3 402 16 133
split_gain=1.952e-08 1.66159e-07 7.29095e-07 2.24018e-07 9.86252e-08 7.53323e-08 2.51944e-08 2.49343e-08 2.22053e-08 1.34414e-07 9.24708e-08 2.37179e-08 8.62832e-08 9.3487e-08 1.4799e-07 1.90697e-07 1.26134e-07 1.51851e-07 7.35869e-08 7.2375e-08 8.84909e-08 6.32584e-08 1.93621e-07 3.08247e-07 1.09792e-07 1.05373e-07 9.76105e-08 9.56342e-08 1.14752e-07 7.42092e-08
threshold=0.092165000000000011 -0.10224499999999999 0.099400000000000002 -0.09595999999999999 -0.18895499999999996 0.090100000000000013 0.085025000000000017 0.12679500000000002 0.092235000000000011 -0.010834999999999999 -0.012019999999999998 -0.0094449999999999968 0.083235000000000017 0.098465000000000011 0.098395000000000024 0.10897500000000002 0.23074000000000003 -0.025789999999999997 0.10820000000000002 0.11240000000000001 -0.55323499999999981 -0.011884999999999998 -0.0070899999999999991 0.087610000000000007 -0.013125 -0.13843999999999998 0.11658 0.10874500000000002 -0.0060749999999999997 0.090665000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -4 6 7 8 10 -10 -1 12 13 14 16 -16 18 -18 19 20 -12 24 23 -23 26 -24 27 28 -13 -27
right_child=1 3 4 -5 -6 -7 -8 -9 9 -11 11 21 -14 -15 15 -17 17 -19 -20 -21 -22 22 25 -25 -26 29 -28 -29 -30 -31
leaf_value=6.7937892799818652e-06 -2.0222828981207966e-05 1.0249405854458679e-05 6.4180175611129797e-06 -3.1918694599507225e-07 -1.8250688202549121e-06 5.9157728463271107e-06 2.9728035397526802e-06 3.0917152658870554e-06 4.0492544077912794e-06 -6.3820009068156967e-06 -6.1228639463914323e-06 -6.4579228745031971e-06 6.143615157820175e-06 -6.2266757906755906e-06 1.2798962709141615e-05 -5.2352936977099911e-07 -9.6924985059775365e-07 -1.1556060489965604e-05 4.8870339169711357e-06 5.9437348064810594e-06 1.2807372130688213e-07 -1.2577350734469898e-05 6.5973499727078891e-06 1.7118373963197744e-06 7.4596842068785921e-06 -1.9731614938748359e-06 5.2918218583108969e-06 6.2271247315948137e-06 -2.7868255588691407e-07 1.9574750580029733e-06
leaf_weight=20 22 22 21 227 47 22 29 26 21 30 23 32 24 23 21 22 42 20 33 21 1475 36 20 26 20 184 32 21 494 65
leaf_count=20 22 22 21 227 47 22 29 26 21 30 23 32 24 23 21 22 42 20 33 21 1475 36 20 26 20 184 32 21 494 65
internal_value=0 -7.16432e-07 -4.39891e-06 6.14584e-07 7.2059e-07 8.72946e-08 4.08358e-08 9.70172e-09 -1.99221e-08 -2.08678e-06 1.97952e-08 -3.16398e-08 1.90045e-07 1.04994e-07 1.92881e-07 5.9828e-06 3.86268e-08 -4.38435e-06 2.15318e-07 1.13826e-07 3.2098e-08 -4.37825e-07 -1.5473e-06 -6.58511e-06 1.75257e-07 -3.86167e-07 -7.63641e-08 -3.90408e-07 -6.54606e-07 -9.47092e-07
internal_weight=0 339 90 249 68 2782 2760 2731 2705 51 2654 2634 1704 1680 1657 43 1614 62 1552 1519 1498 930 331 62 599 269 579 547 526 249
internal_count=3121 339 90 249 68 2782 2760 2731 2705 51 2654 2634 1704 1680 1657 43 1614 62 1552 1519 1498 930 331 62 599 269 579 547 526 249
is_linear=0
shrinkage=0.1


Tree=6449
num_leaves=31
num_cat=0
split_feature=33 34 9 8 34 11 4 156 16 3 4 471 474 474 1429 157 51 52 16 16 2 150 3 42 147 1348 48 3 43 13
split_gain=2.3116e-08 2.76416e-08 2.3202e-08 7.25568e-08 2.14079e-08 2.72494e-08 1.99995e-08 9.73429e-08 1.72565e-07 1.24673e-07 4.66885e-08 7.80399e-08 4.57511e-08 2.52226e-08 3.3501e-08 8.69797e-08 1.48073e-07 2.64402e-08 8.2824e-08 2.18387e-07 1.09138e-07 7.2269e-08 1.86717e-07 6.79173e-08 6.7343e-08 6.91002e-08 6.31604e-08 5.78042e-08 6.92013e-08 1.04146e-07
threshold=-0.009184999999999997 -0.112215 0.088235000000000022 0.089545000000000013 -0.085644999999999985 -1.0000000180025095e-35 -0.50690499999999983 0.092385000000000009 0.22339500000000004 -0.098469999999999988 -0.50052499999999989 -0.085064999999999988 -0.25711499999999993 -0.091284999999999991 -0.060529999999999994 -0.04831499999999999 -0.085384999999999989 -0.080114999999999978 -0.087659999999999988 -0.066924999999999985 0.089605000000000018 0.12765500000000005 -0.07928499999999998 0.10705500000000003 0.097985000000000017 1.0000000180025095e-35 -0.072824999999999987 -0.16726499999999997 -0.23229999999999998 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 7 8 9 -7 -8 -12 -13 -14 15 16 -15 18 20 -20 -16 24 -23 -21 25 26 -19 -28 -29 -30
right_child=1 2 3 -5 5 6 10 -9 -10 -11 11 12 13 14 17 -17 -18 21 19 23 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-2.7171108623376989e-06 -3.5047218602812791e-06 3.2773036355138175e-06 6.871891303035227e-06 -8.061556073357679e-07 -3.5948494016901394e-06 1.9335924001833995e-06 3.5045905910453418e-06 -7.2437786085091916e-06 5.9125479694444039e-06 -8.6170214369000564e-06 -6.2036198619352939e-06 4.6075253253134596e-06 -2.854616680754892e-06 5.8988098680856638e-06 -1.1743602716824567e-06 7.7847059901614564e-06 -6.1239738919366139e-06 -3.7997636271517501e-06 -1.1181584094401842e-05 -8.4465353211623922e-07 8.7967078873892501e-06 -2.1201825637954626e-06 1.0488552359912202e-05 3.6574762882916424e-06 -4.5412996593269426e-06 5.0013728170973809e-06 4.2533005826579246e-06 -2.353753076781561e-06 -1.2911517882241882e-07 1.7829261900473507e-06
leaf_weight=31 22 20 20 32 21 21 39 22 32 24 20 22 30 20 23 20 21 41 20 484 21 24 23 36 31 29 34 109 1476 353
leaf_count=31 22 20 20 32 21 21 39 22 32 24 20 22 30 20 23 20 21 41 20 484 21 24 23 36 31 29 34 109 1476 353
internal_value=0 2.72642e-08 5.25914e-08 2.14694e-06 1.64819e-08 -5.28592e-09 2.00522e-08 -1.37742e-06 2.98681e-07 -3.6934e-06 6.81571e-08 2.09168e-08 6.51094e-08 2.93552e-08 6.0646e-08 2.37815e-06 -2.59201e-07 8.36514e-09 -5.87422e-07 -9.27361e-07 3.58456e-06 1.72488e-07 4.05005e-06 -5.32968e-07 8.45737e-08 1.548e-07 8.49785e-08 1.65746e-07 9.4035e-08 2.39912e-07
internal_weight=0 3090 3068 52 3016 2996 2975 99 77 45 2876 2837 2817 2795 2765 61 41 2704 584 540 44 2120 47 520 2073 2042 2013 1972 1938 1829
internal_count=3121 3090 3068 52 3016 2996 2975 99 77 45 2876 2837 2817 2795 2765 61 41 2704 584 540 44 2120 47 520 2073 2042 2013 1972 1938 1829
is_linear=0
shrinkage=0.1


Tree=6450
num_leaves=31
num_cat=0
split_feature=40 4 9 12 33 2 0 97 2 0 44 44 1186 391 1186 43 132 50 394 15 1212 128 15 1210 0 13 1211 1212 1212 2
split_gain=1.9823e-08 5.61265e-08 2.00085e-08 9.8741e-08 5.39079e-08 2.65497e-08 4.49169e-08 2.26057e-08 7.11305e-08 1.04142e-07 2.2688e-08 6.42164e-08 2.1069e-08 4.76904e-08 3.38444e-08 1.67338e-07 6.46359e-08 7.64211e-07 5.51853e-07 4.29688e-08 3.7079e-08 1.6904e-07 1.19384e-07 5.04813e-08 5.33147e-08 7.47315e-08 4.67856e-08 4.69632e-08 4.6438e-08 1.96703e-07
threshold=-0.24620999999999996 0.63556000000000001 0.092235000000000011 -0.010834999999999999 -0.0066799999999999993 -0.045829999999999989 -0.084889999999999979 -0.086464999999999986 -0.0050599999999999994 1.0000000180025095e-35 0.099360000000000018 1.0000000180025095e-35 0.090275000000000008 -0.086319999999999994 0.057025000000000006 -0.012164999999999999 -0.083284999999999984 0.10022000000000002 0.09759000000000001 0.092400000000000024 0.091580000000000009 0.087685000000000013 0.083935000000000023 -0.066709999999999978 -0.083674999999999986 -0.070304999999999992 0.11671000000000002 0.10703000000000001 0.087615000000000012 0.084855000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -6 -7 9 -9 11 12 13 -10 16 -16 17 19 20 -15 28 22 -22 -24 -25 -26 27 -27 -18 -30
right_child=1 -3 3 -5 5 7 -8 8 10 -11 -12 -13 -14 14 15 -17 18 -19 -20 -21 21 -23 23 24 25 26 -28 -29 29 -31
leaf_value=3.1381493727167254e-06 4.4959984970100108e-06 -5.1725155864395292e-06 3.2529607280940544e-06 -5.7508248467163686e-06 -5.9468080797842057e-06 -3.2233341707004524e-06 2.1331101269707091e-07 9.3696826547784455e-06 -4.7819755980613302e-06 -7.1311333591611842e-07 -2.6800731164609802e-06 5.4217543286292564e-06 2.276973894765888e-06 3.0580566474617441e-07 3.4446214357330977e-06 -8.1348732167568359e-06 1.2200219330700023e-08 2.0319833862458839e-05 -1.6229002663760099e-05 -4.2535258065375583e-06 -6.8773886448525458e-06 1.0101007141543051e-05 5.9032503307727371e-06 -3.6247931137249148e-06 5.9848803614061458e-06 -1.4621704394812697e-06 -3.8210169459093977e-06 5.1492123367054214e-06 -9.9823619423303824e-06 2.1416885040537184e-06
leaf_weight=20 27 21 21 29 20 21 29 20 21 21 31 22 40 149 24 26 2280 20 21 24 20 20 21 24 28 22 23 21 23 32
leaf_count=20 27 21 21 29 20 21 29 20 21 21 31 22 40 149 24 26 2280 20 21 24 20 20 21 24 28 22 23 21 23 32
internal_value=0 -2.02411e-08 1.4888e-08 -1.96923e-06 4.76293e-08 7.63401e-09 -2.30102e-06 4.59293e-08 6.93369e-08 4.20532e-06 1.07008e-08 3.98564e-08 -1.84907e-09 -3.44153e-08 1.47337e-09 -2.57672e-06 4.87276e-08 1.81283e-06 -8.55812e-08 -3.26703e-07 4.92684e-08 1.43634e-06 3.46443e-07 1.38584e-06 5.81898e-07 1.65595e-06 -1.80571e-07 1.76664e-06 -5.70637e-08 -2.92837e-06
internal_weight=0 3101 3080 50 3030 3003 49 2954 2933 41 2892 2861 2839 2799 2778 50 2728 193 2535 173 2514 179 159 139 118 94 66 43 2335 55
internal_count=3121 3101 3080 50 3030 3003 49 2954 2933 41 2892 2861 2839 2799 2778 50 2728 193 2535 173 2514 179 159 139 118 94 66 43 2335 55
is_linear=0
shrinkage=0.1


Tree=6451
num_leaves=31
num_cat=0
split_feature=33 132 394 1203 50 47 47 47 148 447 147 133 104 34 11 12 48 15 48 2 42 48 2 48 151 48 151 48 48 13
split_gain=2.37934e-08 2.35618e-08 1.04063e-07 7.65415e-08 4.6457e-08 2.61938e-08 2.13125e-07 1.85208e-07 2.48452e-08 4.9354e-08 2.96935e-08 2.43212e-08 2.5623e-08 3.01829e-08 2.5231e-08 2.89295e-08 4.52841e-08 3.07434e-08 2.83289e-08 8.31529e-08 6.88852e-08 6.99987e-08 1.43494e-07 4.39659e-08 1.73327e-07 9.77282e-08 1.482e-07 8.24792e-08 5.60911e-08 4.84774e-08
threshold=-0.009184999999999997 -0.083449999999999983 0.12358500000000001 0.089480000000000018 0.093975000000000017 0.094160000000000008 0.096850000000000006 0.090100000000000013 -0.10069499999999999 0.094580000000000011 0.092070000000000013 -0.50375999999999987 0.088500000000000009 -0.086059999999999984 -1.0000000180025095e-35 -0.096104999999999982 0.081805000000000017 -0.14601999999999996 0.092205000000000023 0.092755000000000018 0.093775000000000011 0.10078500000000001 0.11237500000000002 0.089670000000000014 -0.0038099999999999996 0.087555000000000008 -0.0096649999999999982 0.086035000000000014 0.084670000000000009 -0.14179999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 -2 7 -7 8 -3 10 11 -10 13 -13 -15 16 17 -16 23 -20 21 -21 -23 25 -25 27 -27 28 29 -17
right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 -12 12 -14 14 15 18 -18 -19 19 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-2.7566283836589016e-06 1.5504850655036406e-07 2.7733794371615108e-06 6.9546042616573022e-06 -6.8725699611604795e-06 -4.8226079126747906e-06 9.9741051485580105e-06 1.451339931042303e-07 -7.2771980857006785e-06 2.3438035188147218e-06 -4.1633221084477363e-06 2.7612326817916258e-06 3.6879662109806144e-06 -3.5931559972368631e-06 -3.570017659058067e-06 -2.4628685146292164e-06 -2.2566199619175078e-06 -6.0230634420577187e-06 2.5258720979439078e-06 5.9990977008290492e-06 -1.2756375776176399e-06 -3.78484926955025e-06 9.4553926701337338e-06 -1.7574630354439642e-06 -9.4639244726804275e-06 1.8446074660239514e-06 -1.152523127530003e-06 1.1021224750606962e-05 -5.2616513918716616e-06 4.5480911804016049e-06 7.1513922954676392e-08
leaf_weight=31 175 33 22 20 21 24 273 35 44 28 40 22 20 20 30 94 20 21 31 43 32 25 21 23 33 20 20 30 27 1843
leaf_count=31 175 33 22 20 21 24 273 35 44 28 40 22 20 20 30 94 20 21 31 43 32 25 21 23 33 20 20 30 27 1843
internal_value=0 2.7665e-08 1.03367e-07 -9.79596e-07 -3.78272e-07 5.05176e-08 9.39394e-07 -5.28078e-08 4.7531e-08 1.13617e-08 5.88978e-08 1.42126e-08 -2.89461e-08 1.32316e-09 -3.34416e-08 -2.86159e-09 -1.9902e-06 -4.08681e-07 6.00737e-08 1.37817e-06 1.94302e-07 1.62501e-06 4.33648e-06 -3.57882e-08 -2.79997e-06 4.03151e-08 4.93435e-06 -5.78602e-08 2.16275e-08 -4.14673e-08
internal_weight=0 3090 2874 216 196 2852 297 2555 2520 2487 2459 2419 2375 2355 2333 2313 71 51 2242 152 121 89 46 2090 56 2034 40 1994 1964 1937
internal_count=3121 3090 2874 216 196 2852 297 2555 2520 2487 2459 2419 2375 2355 2333 2313 71 51 2242 152 121 89 46 2090 56 2034 40 1994 1964 1937
is_linear=0
shrinkage=0.1


Tree=6452
num_leaves=31
num_cat=0
split_feature=33 34 9 8 124 48 150 48 0 1 97 9 376 1 151 42 16 0 133 456 151 13 151 16 402 3 3 49 1 12
split_gain=1.92726e-08 2.46719e-08 2.35541e-08 5.72608e-08 1.90985e-08 4.5651e-08 9.24751e-08 5.5233e-08 3.91233e-08 4.89874e-08 3.27897e-08 1.43691e-07 3.02146e-08 3.17134e-08 3.12335e-08 1.18861e-07 3.1479e-07 2.57939e-07 1.56553e-07 1.53069e-07 7.42572e-08 7.06659e-08 7.87531e-08 3.62802e-08 9.56281e-08 1.35072e-07 1.96786e-07 8.8768e-08 8.46307e-08 5.82098e-08
threshold=-0.009184999999999997 -0.112215 0.088235000000000022 0.089545000000000013 -0.083229999999999985 0.085790000000000019 0.083895000000000011 0.098160000000000011 -0.073309999999999986 0.10439500000000002 -0.049229999999999996 -0.013509999999999999 -1.0000000180025095e-35 0.15964000000000003 -0.085134999999999975 0.083715000000000026 -0.008904999999999998 -0.085544999999999982 0.085635000000000003 0.041000000000000002 -0.08341999999999998 0.056795000000000005 -0.096264999999999976 -0.15241499999999997 0.087880000000000014 -0.090569999999999984 -0.080934999999999993 0.091325000000000003 0.078340000000000007 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 8 -7 9 -3 -6 -12 -13 14 15 18 17 -17 21 -18 -16 22 -14 24 25 28 -27 -28 -22 -30
right_child=1 2 3 -5 10 7 -8 -9 -10 -11 11 12 13 -15 20 16 19 -19 -20 -21 23 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-2.4809655652432179e-06 -3.3119685481737676e-06 -6.6019136334539839e-07 6.3564669403604057e-06 -4.6441535133112667e-07 -3.8064977240498162e-06 -3.2785543709952693e-06 8.1374016340098688e-06 3.1851007315708557e-06 -2.7834394586534475e-06 5.5490674090682063e-06 8.2257684945424047e-06 -2.8775964366152614e-06 -3.0209554062401786e-07 3.6592855740704895e-06 -4.7513493388708284e-06 1.3617727293766056e-05 -6.14689176392644e-06 -4.7775334223842945e-07 -8.4042697172511303e-06 3.413691090234793e-06 7.4238606194504197e-06 -3.7260721455822935e-06 6.2018306631091101e-06 3.0513311291733671e-08 -6.9380734989120079e-06 -8.6889004257449825e-06 -1.5935184836170966e-06 4.6096303776721472e-06 4.6363952043022783e-06 -2.1392628639205216e-06
leaf_weight=31 22 27 20 32 23 39 22 20 22 24 21 38 52 23 35 37 34 20 24 33 27 29 29 2163 26 36 131 28 21 32
leaf_count=31 22 27 20 32 23 39 22 20 22 24 21 38 52 23 35 37 34 20 24 33 27 29 29 2163 26 36 131 28 21 32
internal_value=0 2.48922e-08 4.88201e-08 2.159e-06 1.24377e-08 1.09726e-06 2.4541e-06 -1.08748e-06 7.41326e-07 2.26181e-06 -4.5935e-08 -1.5469e-08 -7.68835e-08 -3.86003e-08 -6.94496e-08 9.78077e-07 3.20934e-06 8.67194e-06 -1.08667e-06 -1.43795e-06 -1.77598e-07 5.09891e-07 2.02647e-06 -1.1263e-07 -1.14126e-06 -5.93198e-07 -2.01273e-06 -5.0114e-07 2.8669e-06 5.45432e-07
internal_weight=0 3090 3068 52 3016 154 95 59 73 51 2862 2839 2818 2780 2757 258 124 57 134 67 2499 110 81 2464 301 275 195 159 80 53
internal_count=3121 3090 3068 52 3016 154 95 59 73 51 2862 2839 2818 2780 2757 258 124 57 134 67 2499 110 81 2464 301 275 195 159 80 53
is_linear=0
shrinkage=0.1


Tree=6453
num_leaves=31
num_cat=0
split_feature=47 2 47 2 158 52 1 158 394 456 4 456 130 2 1446 148 457 15 457 10 33 124 10 34 15 16 3 13 13 15
split_gain=2.09112e-08 1.6815e-07 7.47686e-08 3.23591e-08 2.73683e-08 3.29739e-08 4.67071e-08 3.04523e-08 2.373e-08 2.249e-08 6.70611e-08 5.39144e-08 4.46756e-08 3.74489e-08 2.88488e-08 2.84597e-08 3.81262e-08 1.70835e-07 4.96016e-08 3.16325e-08 7.18754e-08 9.31699e-08 4.72531e-08 4.29222e-08 3.2134e-08 3.71747e-08 1.1777e-07 4.20271e-08 1.11789e-07 1.08559e-07
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.14445500000000003 -1.0000000180025095e-35 0.016565000000000003 0.089875000000000024 0.065940000000000012 0.264685 0.091580000000000009 -0.010384999999999998 0.089235000000000023 -0.23123999999999997 0.31358000000000003 0.11787500000000002 -0.10069499999999999 0.098180000000000003 -0.074054999999999996 0.091495000000000007 -0.0093599999999999985 0.085305000000000006 -0.082254999999999981 -1.0000000180025095e-35 -0.057544999999999992 0.19724500000000003 -0.51370499999999997 -0.13309499999999996 -0.14179999999999995 -0.097224999999999992 0.084840000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 -3 7 -7 -6 9 11 -11 12 -1 14 15 -14 18 -18 19 20 21 -17 -21 -24 25 26 -25 -27 29 -29
right_child=1 3 -4 -5 5 6 -8 -9 -10 10 -12 -13 13 -15 -16 16 17 -19 -20 22 -22 -23 23 24 -26 27 -28 28 -30 -31
leaf_value=4.7300508958869622e-06 -9.6361627674923509e-06 -3.2965679358974079e-06 5.8969852447758473e-06 -3.7970036788939745e-06 2.0074575965886608e-07 -4.5100844334098971e-07 5.2279145120337497e-06 -3.7250249409804717e-06 3.1748062108742184e-06 6.2949393845263507e-06 -8.3274227990566016e-07 -4.3895529922264941e-06 3.1636351487967273e-06 -3.866081460159876e-06 3.7142322071304079e-06 3.2295915843860712e-08 4.1136235973719218e-06 -6.6630905136758226e-06 3.8701842144787823e-06 -4.8175129471755574e-06 -1.4999260024239903e-06 9.6847522627285812e-06 4.0686520733288493e-06 2.6296692394768028e-06 3.7973141323683582e-06 -1.8400801912046895e-06 -6.152453429545072e-06 6.2042236331089279e-06 -9.8657394412060414e-08 -2.2691465130178369e-06
leaf_weight=20 20 22 22 23 194 28 30 22 24 22 33 28 28 25 21 20 24 38 33 21 32 20 25 26 21 126 37 54 2061 21
leaf_count=20 20 22 22 23 194 28 30 22 24 22 33 28 28 25 21 20 24 38 33 21 32 20 25 26 21 126 37 54 2061 21
internal_value=0 -7.41521e-07 9.03537e-08 -1.83863e-07 9.68879e-08 3.69355e-07 2.48637e-06 -1.99101e-07 4.4069e-08 1.66064e-08 2.01833e-06 -2.44585e-08 2.16111e-08 -1.41537e-08 2.27705e-08 -7.19502e-09 -4.18895e-08 -2.49146e-06 1.89328e-08 -3.26465e-08 2.03255e-06 4.85852e-06 -9.48095e-08 -5.29804e-08 -9.69023e-08 -1.32076e-07 -2.52809e-06 -6.53435e-08 3.9346e-08 3.83168e-06
internal_weight=0 339 2782 319 296 274 58 216 2760 2736 55 2681 2653 2633 2608 2587 2559 62 2497 2464 72 40 2392 2371 2346 2325 63 2262 2136 75
internal_count=3121 339 2782 319 296 274 58 216 2760 2736 55 2681 2653 2633 2608 2587 2559 62 2497 2464 72 40 2392 2371 2346 2325 63 2262 2136 75
is_linear=0
shrinkage=0.1


Tree=6454
num_leaves=31
num_cat=0
split_feature=12 130 12 142 15 11 33 151 42 150 150 147 483 158 1 1 1 13 1 1 43 50 1447 151 0 160 132 1203 393 3
split_gain=2.01976e-08 4.51923e-08 2.03163e-08 8.43627e-08 7.20259e-08 5.30272e-08 5.63104e-08 2.6892e-08 6.17022e-08 4.07314e-08 1.03857e-07 4.6529e-08 5.40331e-08 4.87886e-08 2.82e-08 6.96742e-07 4.06326e-07 1.75028e-06 1.12208e-07 1.64388e-07 1.19006e-07 2.43612e-07 9.41034e-08 8.83051e-08 1.08302e-07 6.67308e-08 6.16122e-08 7.01716e-07 4.1585e-07 6.28566e-08
threshold=0.23631000000000002 -0.22461999999999996 0.12757000000000002 -0.057499999999999989 -0.059484999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.10561000000000002 0.088200000000000014 0.12640500000000002 0.12068000000000002 0.094075000000000006 -0.47181499999999993 0.12212000000000002 0.09253500000000002 0.091785000000000019 0.093700000000000019 -0.075129999999999988 0.096255000000000021 0.096860000000000016 -0.04652499999999999 0.096900000000000014 0.059120000000000013 0.055020000000000006 -0.23001499999999997 -0.43215499999999996 -0.083284999999999984 0.089165000000000008 0.11213000000000002 -0.072624999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5 -7 9 -9 10 11 12 -8 14 15 22 17 -16 20 -20 -18 -22 23 24 -14 -21 27 -26 29 -28
right_child=-2 2 4 5 -6 6 7 8 -10 -11 -12 -13 13 -15 16 -17 18 -19 19 25 21 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=4.0952524583322738e-06 -2.95242809996758e-06 6.0561948563862764e-06 -6.2440270836384078e-06 -4.3548017657712995e-06 8.1173715303660938e-07 -4.7083021967750938e-06 4.4167221769190032e-06 4.8717296332749051e-06 -1.1146824872963463e-06 -3.3796312079305479e-06 7.2334181876954065e-06 -3.7311731079391778e-06 5.4761886960679683e-06 -3.5102401561277638e-06 -7.433049175303425e-06 -1.7456037439051612e-05 1.6055408905231163e-06 3.1915745846617942e-05 9.0892437962490177e-06 5.7904192624391725e-06 -1.4424599641477636e-05 6.3324661736953119e-07 5.5187172754065092e-06 -5.8235758178153237e-06 -5.8912590553602718e-07 -7.5281147772687424e-08 2.1192957746295175e-07 1.9343997529972515e-05 -1.3604158104261962e-05 -1.494754988910887e-06
leaf_weight=27 23 23 23 28 39 25 28 36 33 35 20 33 36 39 26 23 25 20 21 20 22 21 31 26 151 641 1346 20 23 257
leaf_count=27 23 23 23 28 39 25 28 36 33 35 20 33 36 39 26 23 25 20 21 20 22 21 31 26 151 641 1346 20 23 257
internal_value=0 2.19231e-08 -1.38893e-08 2.30312e-08 -1.80572e-06 -2.344e-08 1.75601e-08 5.78419e-08 2.00866e-06 1.08424e-08 5.27888e-08 1.66296e-09 4.60375e-08 1.50355e-09 5.20602e-08 -1.56062e-07 5.52234e-07 9.67512e-06 -7.30294e-09 3.78926e-07 -3.88095e-06 -7.07077e-06 5.44664e-08 -3.66534e-08 4.54306e-08 1.02198e-07 -6.33659e-08 1.74223e-06 -2.53254e-07 -6.16936e-08
internal_weight=0 3098 3071 3009 62 2986 2958 2933 69 2864 2829 2809 2776 2748 2709 1913 796 46 750 682 68 43 1890 1859 1833 661 1797 171 1626 1603
internal_count=3121 3098 3071 3009 62 2986 2958 2933 69 2864 2829 2809 2776 2748 2709 1913 796 46 750 682 68 43 1890 1859 1833 661 1797 171 1626 1603
is_linear=0
shrinkage=0.1


Tree=6455
num_leaves=31
num_cat=0
split_feature=132 393 1203 1429 156 1425 11 3 2 4 155 1428 2 3 41 41 33 11 400 2 2 2 480 2 2 43 13 2 403 133
split_gain=2.24837e-08 1.22093e-07 7.62691e-08 2.23756e-08 6.98361e-08 2.17907e-08 2.53637e-08 3.51927e-08 8.22537e-08 1.27265e-07 4.76449e-08 3.05325e-08 3.03726e-08 2.3307e-08 3.40755e-08 1.22764e-07 7.26752e-08 3.19579e-08 4.76763e-08 2.57304e-08 2.79125e-07 2.68768e-07 1.74095e-07 1.01102e-07 1.05094e-07 2.70078e-07 1.56391e-07 1.21744e-07 1.62986e-07 7.49565e-08
threshold=-0.083174999999999985 0.12069000000000002 0.088820000000000024 -0.23752499999999996 0.32523500000000005 0.10129000000000002 0.096435000000000007 -0.24190499999999995 0.10467500000000002 -0.35136499999999998 0.13131500000000004 0.088190000000000004 0.097070000000000004 -0.16726499999999997 0.088520000000000015 0.095655000000000018 -0.0066799999999999993 0.081365000000000007 -0.40134499999999995 0.093175000000000022 0.092635000000000009 0.093680000000000013 0.11144000000000001 0.094400000000000026 0.096325000000000008 -0.0011349999999999999 -0.070304999999999992 0.097220000000000015 -0.44023999999999991 0.089595000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 7 8 -5 -10 11 13 -8 -9 16 -16 -15 18 -18 20 22 -21 -20 -23 25 26 -25 -26 -29 -30
right_child=1 -3 -4 4 -6 -7 12 10 9 -11 -12 -13 -14 14 15 -17 17 -19 19 21 -22 23 -24 24 27 -27 -28 28 29 -31
leaf_value=-2.6575570270966807e-07 -3.3143441760330465e-06 7.6715322263355893e-06 -5.8487971500653662e-06 2.6598314558544769e-06 5.930593987386601e-06 -2.9997828152753908e-06 -4.1195896064100852e-07 2.5653377459842462e-06 -1.0426232429814437e-05 4.5725420876733971e-07 4.3865214101970197e-06 3.1207208291650004e-06 4.5331970273697083e-06 5.0468321660446239e-06 -8.4617981282722864e-06 1.6527226532860239e-06 4.8217724048527093e-06 -3.7076534302589913e-06 1.1742527087140064e-07 -1.073518674911611e-05 1.1094887699785077e-05 5.2110724254816892e-06 -9.2719333702007153e-06 -4.5238475325147324e-06 5.7704151960452319e-06 -1.2240533922854762e-05 6.8921990857363975e-06 -9.2543283358281776e-06 5.0685152844654264e-07 -1.8869457066849855e-06
leaf_weight=194 20 21 28 22 20 24 23 34 21 22 25 31 27 28 21 28 20 24 1565 25 23 33 20 28 34 26 21 20 518 175
leaf_count=194 20 21 28 22 20 24 23 34 21 22 25 31 27 28 21 28 20 24 1565 25 23 33 20 28 34 26 21 20 518 175
internal_value=0 7.4268e-08 -9.69923e-07 1.88327e-08 4.2158e-08 6.60893e-10 2.6251e-08 -1.41284e-08 -2.31346e-06 -4.85794e-06 4.12464e-08 6.21204e-10 2.25843e-06 -3.59747e-08 -6.98746e-08 -2.68207e-06 -1.98755e-08 -7.59054e-08 -4.11518e-08 -8.02429e-08 1.57658e-07 -5.14953e-07 -1.05244e-09 -2.16116e-07 -4.33995e-07 -4.00247e-06 3.68744e-07 -7.57147e-08 -3.54492e-07 -9.76427e-08
internal_weight=0 2899 222 2878 2858 2838 2814 2764 65 43 2699 2674 50 2643 2609 49 2560 2532 2508 2488 1608 880 1585 855 822 75 49 747 713 693
internal_count=3121 2899 222 2878 2858 2838 2814 2764 65 43 2699 2674 50 2643 2609 49 2560 2532 2508 2488 1608 880 1585 855 822 75 49 747 713 693
is_linear=0
shrinkage=0.1


Tree=6456
num_leaves=31
num_cat=0
split_feature=130 12 1209 1213 1211 1211 1185 1186 0 129 133 16 16 52 1210 1212 1212 1213 1209 128 132 2 1212 16 43 12 16 16 401 151
split_gain=2.12701e-08 4.81738e-08 2.04529e-08 2.03657e-08 2.22975e-08 5.59825e-08 2.4855e-08 2.36242e-08 3.78733e-08 2.6537e-08 3.46614e-08 2.60474e-08 1.08182e-07 1.67436e-07 1.38601e-07 6.26331e-08 1.95786e-07 9.29106e-08 5.73668e-08 5.608e-08 9.89845e-08 9.09985e-08 7.14538e-08 8.02683e-08 2.33324e-07 1.3514e-07 1.04553e-07 1.20203e-07 6.14027e-08 5.57203e-08
threshold=-0.23647499999999996 0.23631000000000002 -0.14444499999999996 0.51258500000000007 0.12162000000000002 0.11301500000000002 -0.10973499999999999 -0.088079999999999978 -0.083804999999999977 -0.080434999999999993 -0.090969999999999981 -0.084119999999999986 -0.087989999999999985 0.088005000000000014 -0.089089999999999989 -0.092474999999999988 -0.020729999999999995 -0.16396999999999998 -0.077594999999999983 0.084155000000000021 0.11297500000000001 0.089005000000000015 0.08759500000000002 -0.094359999999999986 -0.011694999999999999 0.088485000000000022 -0.095964999999999981 -0.105305 0.088555000000000009 0.10561000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 -8 10 -9 12 14 -14 -11 17 -17 -16 -13 20 22 -21 23 26 -25 -26 27 28 -18 -20
right_child=1 -3 3 -5 -6 -7 7 9 -10 11 -12 18 13 -15 15 16 19 -19 29 21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-3.2506827949418948e-06 3.1751219694342584e-06 4.683773801678565e-06 -3.5768395537161266e-06 2.9983993130144884e-06 -2.767919111666591e-06 5.2449580061875171e-06 4.8386834423581609e-06 5.1646248307819903e-06 -9.2189082005504694e-07 7.4942316656312828e-06 -5.1521683119625819e-07 4.59364641350086e-06 -7.6028297474000336e-07 -9.2113919354882727e-06 -1.334876191094736e-06 -9.8726282493027444e-06 -2.4508791864443299e-07 8.3041387370030858e-06 -5.3600269158074559e-08 6.9815793512344294e-06 -7.4574298969309891e-06 -1.9905270240627715e-06 5.1588713967762691e-06 2.6665601658829762e-06 -1.183805065040595e-05 -1.4483659892253596e-06 5.7717700452360139e-06 -6.438196379026669e-06 5.4040201666794025e-06 3.3975443670897222e-06
leaf_weight=20 20 22 20 22 30 20 25 22 21 23 21 28 71 35 20 22 507 20 1845 26 20 20 23 38 31 21 29 31 20 48
leaf_count=20 20 22 20 22 30 20 25 22 21 23 21 28 71 35 20 22 507 20 1845 26 20 20 23 38 31 21 29 31 20 48
internal_value=0 2.09611e-08 -1.23555e-08 -3.31955e-08 -5.51564e-08 -2.80919e-08 -6.33985e-08 -3.97151e-08 2.20886e-06 -7.51257e-08 2.39075e-06 -1.11968e-07 -5.38199e-07 -3.55074e-06 -1.62958e-07 -3.75658e-07 -5.71611e-07 3.48463e-06 1.00371e-07 -3.0448e-07 -5.20753e-07 3.08066e-06 -3.22563e-07 -5.08786e-07 -3.28962e-06 -7.64222e-06 -8.24224e-08 -3.86673e-07 -3.07005e-08 3.39089e-08
internal_weight=0 3101 3079 3059 3037 3007 2987 2967 46 2921 43 2878 957 106 851 828 788 40 1921 766 720 46 700 677 90 52 587 558 527 1893
internal_count=3121 3101 3079 3059 3037 3007 2987 2967 46 2921 43 2878 957 106 851 828 788 40 1921 766 720 46 700 677 90 52 587 558 527 1893
is_linear=0
shrinkage=0.1


Tree=6457
num_leaves=31
num_cat=0
split_feature=12 130 47 0 15 47 47 2 0 39 9 1 9 42 132 1186 1185 52 2 3 3 393 130 133 133 2 15 12 43 0
split_gain=2.25519e-08 3.95514e-08 1.8997e-08 1.51308e-07 6.48464e-07 2.06951e-07 6.4893e-08 4.20397e-08 4.11603e-08 2.64426e-08 8.00786e-08 1.18615e-07 9.72699e-08 6.99915e-08 3.21821e-08 6.46784e-07 2.63736e-07 7.05177e-08 4.01725e-08 4.55511e-08 3.81447e-08 2.99206e-08 2.56956e-08 2.45253e-08 5.26898e-08 3.85332e-08 5.77052e-08 5.17741e-08 2.88208e-08 1.28208e-07
threshold=0.23631000000000002 -0.22461999999999996 0.092165000000000011 -0.10224499999999999 -0.11033999999999998 0.09550500000000002 0.090100000000000013 0.10402500000000002 -0.094299999999999981 -1.0000000180025095e-35 0.092235000000000011 0.12958500000000003 0.085555000000000006 -0.018024999999999996 -0.083284999999999984 1.0000000180025095e-35 -0.083264999999999992 0.10347000000000002 0.089125000000000024 -0.084144999999999984 -0.073309999999999986 0.10159000000000001 -0.089704999999999993 -0.22627999999999995 -0.16271999999999995 0.084145000000000011 0.089595000000000022 0.092255000000000018 0.084740000000000024 -0.097274999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 7 -5 9 -4 -7 13 12 -12 14 -3 15 17 -16 18 19 -11 -20 22 -18 25 -25 -24 27 -27 -26 -30
right_child=-2 2 3 5 -6 8 -8 -9 -10 10 11 -13 -14 -15 16 -17 21 -19 20 -21 -22 -23 23 24 28 26 -28 -29 29 -31
leaf_value=3.8338030001930883e-06 -3.119760219266502e-06 -1.9033088883890771e-06 2.973423901199995e-06 9.807882518295878e-06 -1.9616599231431751e-05 -4.015020376481583e-06 5.6146313064735823e-06 -1.9994242072088166e-06 1.4461760534345558e-07 -1.4939098009287565e-07 -9.9318532007686148e-06 3.1161553867884952e-07 6.8452094031575444e-06 6.1066149176743542e-06 -1.1520047492012965e-05 1.7798425906654476e-05 -3.5965197926657311e-06 -6.4218989632536254e-06 -6.9438725281892966e-07 -5.5970707171582043e-06 4.6248403510418262e-06 3.2608920654248712e-06 4.7193656958673582e-06 -4.9418085154684384e-06 4.9066007223461535e-08 -1.1124638615456206e-07 -4.3326507295660123e-06 5.5391838387208736e-06 -8.4037655230805413e-06 4.4547205817480063e-07
leaf_weight=27 23 20 34 22 21 27 21 34 200 66 20 26 21 24 20 21 20 20 26 20 28 28 27 22 2123 50 20 24 22 64
leaf_count=27 23 20 34 22 21 27 21 34 200 66 20 26 21 24 20 21 20 20 26 20 28 28 27 22 2123 50 20 24 22 64
internal_value=0 2.31605e-08 -1.03424e-08 -7.17578e-07 -4.25655e-06 5.47355e-07 7.71239e-08 4.87e-07 -3.50141e-07 3.4245e-08 -5.85463e-09 -4.14207e-06 6.67105e-08 2.46574e-06 1.19821e-08 1.29817e-06 -8.42164e-08 -8.67486e-07 -7.39983e-08 -1.41629e-06 2.06373e-06 1.10822e-08 -2.72798e-08 3.07086e-09 -7.21315e-08 1.38965e-06 4.33246e-07 1.72133e-06 -2.36331e-08 -1.81829e-06
internal_weight=0 3098 3071 338 89 249 2733 68 227 2712 2668 46 2622 44 2601 181 2420 160 140 86 54 2400 2372 2352 2231 121 94 74 2209 86
internal_count=3121 3098 3071 338 89 249 2733 68 227 2712 2668 46 2622 44 2601 181 2420 160 140 86 54 2400 2372 2352 2231 121 94 74 2209 86
is_linear=0
shrinkage=0.1


Tree=6458
num_leaves=31
num_cat=0
split_feature=130 10 0 40 4 10 4 34 39 9 2 45 16 40 16 16 484 448 147 13 3 1 1 4 1447 1 3 1 13 1
split_gain=2.15794e-08 4.71999e-08 8.04108e-08 5.27289e-08 2.98349e-08 2.44154e-08 4.16588e-07 3.22471e-08 1.47883e-07 5.00713e-08 4.8772e-08 2.42997e-08 2.06122e-08 8.1394e-08 8.11485e-08 1.84602e-07 7.0463e-08 5.99578e-08 6.53396e-08 7.0779e-08 6.95435e-08 5.74476e-08 2.2434e-07 2.92201e-07 2.00452e-07 9.65585e-08 1.0103e-07 8.04585e-08 1.0747e-07 1.02523e-07
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.63113500000000011 -0.011559999999999999 0.053180000000000012 -0.057544999999999992 0.089790000000000023 0.088235000000000022 -1.0000000180025095e-35 0.094030000000000016 0.033715000000000009 -0.065969999999999987 -0.0013749999999999997 0.0013750000000000001 0.084975000000000009 0.030280000000000001 0.093615000000000018 -0.42195999999999995 0.13524500000000003 0.092390000000000014 0.093890000000000015 -0.04890499999999999 0.059120000000000013 0.096860000000000016 -0.076669999999999988 0.091535000000000019 -0.15416999999999995 0.090475000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 8 -7 10 -9 12 14 -14 17 -16 -17 18 19 -12 21 24 23 -23 27 26 -24 28 -21 -30
right_child=1 3 -4 4 -6 7 -8 9 -10 -11 11 -13 13 -15 15 16 -18 -19 -20 20 -22 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.2742269650043459e-06 -9.3029201263475224e-07 -5.0177113865044833e-06 7.929517685170139e-06 -1.0064358448502731e-05 3.5223037736879328e-06 6.9109083426610603e-06 5.9488321154056011e-06 3.908622135995188e-06 -3.2424877592627759e-06 -3.5809603588905959e-06 -4.7521450200762169e-06 -2.6359772791043465e-06 5.8222611005476213e-06 -6.5294968410855368e-07 8.6587288324027305e-06 -7.6314929129284292e-07 5.7923571966966846e-06 -5.4472413467010485e-06 4.9411832454400915e-06 -7.2757151042424092e-06 4.1904069573206472e-06 2.9729950646079879e-07 -4.2580835850395522e-07 -1.6384624043331273e-05 9.7146954720466808e-06 -1.0917722358209617e-06 8.2488746811577589e-06 5.8417300503303224e-06 -4.2679955554454828e-08 4.9148363190355204e-06
leaf_weight=20 21 21 20 32 24 32 33 32 26 39 31 35 20 661 36 91 20 20 27 20 40 21 29 21 22 239 25 24 1396 43
leaf_count=20 21 21 20 32 24 32 33 32 26 39 31 35 20 661 36 91 20 20 27 20 40 21 29 21 22 239 25 24 1396 43
internal_value=0 2.11137e-08 3.39157e-06 -2.40459e-08 1.04611e-08 -1.74938e-08 -1.93458e-06 2.47472e-08 2.35939e-06 -2.20748e-08 2.65746e-08 -1.74614e-08 1.54345e-08 -4.62782e-07 1.70145e-07 2.43616e-06 4.18023e-07 2.05371e-11 5.62358e-08 -1.27823e-08 6.53668e-08 -2.4308e-08 -1.20864e-06 -8.04366e-06 2.39314e-07 -2.28874e-07 3.59025e-06 9.87485e-08 4.27858e-09 1.0546e-07
internal_weight=0 3101 41 3060 3039 3015 65 2950 58 2892 2853 2821 2786 681 2105 147 111 1958 1938 1911 1880 1840 335 42 1505 293 54 1483 1459 1439
internal_count=3121 3101 41 3060 3039 3015 65 2950 58 2892 2853 2821 2786 681 2105 147 111 1958 1938 1911 1880 1840 335 42 1505 293 54 1483 1459 1439
is_linear=0
shrinkage=0.1


Tree=6459
num_leaves=31
num_cat=0
split_feature=132 1185 1203 33 47 47 47 1453 131 131 12 12 0 1210 1210 4 133 3 0 0 133 42 1374 0 484 483 3 0 0 1455
split_gain=2.07213e-08 1.50399e-07 6.5087e-08 2.02759e-08 3.48494e-08 1.96114e-07 1.60698e-07 2.69304e-08 5.90236e-08 2.20487e-08 2.1869e-08 1.95205e-07 1.81562e-07 1.30461e-07 7.20425e-08 1.74468e-07 6.20314e-08 2.30284e-07 2.63607e-07 3.54041e-07 8.44896e-08 1.78649e-07 1.27203e-07 5.89169e-08 2.15264e-07 2.60661e-07 1.30539e-07 1.20976e-07 9.81916e-08 9.29626e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.009184999999999997 0.094160000000000008 0.090100000000000013 0.096850000000000006 -1.0000000180025095e-35 0.095715000000000008 0.090280000000000013 0.085355000000000014 0.085635000000000003 -0.086234999999999992 -0.08126499999999999 -0.12043 -0.079329999999999984 0.091250000000000012 -0.086274999999999977 -0.087414999999999979 -0.040504999999999992 0.088285000000000016 0.083995000000000014 0.088460000000000011 -0.068189999999999987 0.090535000000000018 0.049115000000000006 -0.047929999999999993 -0.069824999999999984 -0.06563999999999999 0.10861000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 10 -6 -8 9 -9 13 12 -12 -5 15 -13 20 -18 -19 -20 22 -22 -15 27 25 26 28 29 -25 -16
right_child=1 3 -4 4 6 -7 7 8 -10 -11 11 14 -14 16 23 -17 17 18 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.8062300172218645e-07 8.5033803424310117e-06 -2.533869262093034e-06 -5.4381776635636926e-06 -7.6209855677689122e-06 8.9093673580009632e-06 -7.515466118742811e-06 3.9034431620166292e-06 3.7570397000176999e-07 -3.5400092093895134e-06 3.5934001203941081e-06 2.5107632382059821e-07 -7.9617432227089884e-06 1.3564211868859793e-05 -4.0253167131075777e-07 5.5636705218163753e-07 3.3152135261082595e-06 1.0292820240920265e-05 7.0158372434687204e-06 -1.5321798172180935e-05 2.8702605223058882e-06 1.7525223829975205e-06 -1.0580780014871987e-05 6.8375983069017817e-06 -7.0987885106887925e-06 -1.0071271295449455e-05 1.0515930903022222e-05 -7.929952980703092e-06 7.3141532906307625e-06 1.929972821719315e-07 -5.6160099143198755e-06
leaf_weight=194 21 31 28 24 24 35 20 189 38 24 20 34 21 827 1018 23 26 27 20 23 23 24 25 20 24 21 25 26 241 25
leaf_count=194 21 31 28 24 24 35 20 189 38 24 20 34 21 827 1018 23 26 27 20 23 23 24 25 20 24 21 25 26 241 25
internal_value=0 7.13064e-08 -9.31125e-07 9.77984e-09 3.74768e-08 -8.1476e-08 1.06652e-06 3.71949e-07 9.0555e-08 7.38261e-07 2.1897e-08 2.65008e-07 7.07e-06 -3.35493e-07 7.35153e-08 -3.41139e-06 -1.59762e-07 2.25647e-06 -7.28462e-07 -5.59116e-06 -4.1778e-07 -4.54533e-06 -1.90087e-07 2.15401e-07 -9.50418e-07 -2.37387e-07 -1.02697e-06 5.76379e-07 -3.6576e-07 4.08419e-07
internal_weight=0 2899 222 2878 2847 2552 295 271 251 213 2517 1498 41 1019 1457 57 995 96 70 43 899 47 852 1400 331 307 286 1069 261 1043
internal_count=3121 2899 222 2878 2847 2552 295 271 251 213 2517 1498 41 1019 1457 57 995 96 70 43 899 47 852 1400 331 307 286 1069 261 1043
is_linear=0
shrinkage=0.1


Tree=6460
num_leaves=31
num_cat=0
split_feature=40 130 42 1446 1456 1419 1446 11 157 2 0 0 13 52 4 157 2 1 45 11 104 2 483 483 483 480 42 42 42 1210
split_gain=2.25842e-08 7.20753e-08 4.0951e-08 2.05083e-08 2.43548e-08 3.00834e-08 3.22139e-08 2.89357e-08 1.17828e-07 8.17725e-08 6.88584e-08 2.13305e-07 6.37922e-08 5.7497e-08 3.59725e-08 1.01538e-07 1.18045e-07 2.27394e-07 3.55163e-08 2.08746e-07 4.9741e-08 3.41291e-08 2.93671e-08 6.77964e-08 4.73112e-08 4.01445e-08 4.46528e-08 3.33302e-07 1.98989e-07 1.23682e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 0.11655500000000001 0.11510000000000002 0.10408000000000002 0.10324000000000001 0.088215000000000002 -0.051074999999999988 0.11093500000000002 0.10455500000000001 0.12445000000000002 0.095710000000000017 0.095415000000000014 -0.15289999999999995 -0.081364999999999979 0.09678500000000001 0.10684 0.094030000000000016 -0.014494999999999999 0.079665000000000014 0.085105000000000014 0.13667500000000002 0.12325000000000001 0.11517500000000001 0.11387000000000001 0.087505000000000013 0.087075000000000014 0.087745000000000004 -0.090569999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 10 -9 12 14 -12 -10 -13 15 -3 21 -18 19 -16 22 -17 23 24 25 26 27 29 -28 -21
right_child=1 2 -4 -5 -6 -7 -8 8 9 -11 11 13 -14 -15 18 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=3.3495922116344449e-06 -5.7250247788364172e-06 -4.9020007195178467e-06 3.6353674769059345e-06 -2.3576019029061736e-06 2.5267347693539036e-06 -3.4076648402193455e-06 3.2690183767651131e-06 8.1107852276380252e-06 5.8016195715446469e-06 -4.0631710843896945e-06 -9.2602683101479975e-06 -1.4539687007059526e-06 -1.6086929073415897e-06 4.5506822378070947e-06 1.0136977798538283e-05 2.149602137750883e-06 1.1760682495913635e-05 -9.2048331922820991e-07 -4.1684808950646716e-06 -6.654792999987487e-06 -4.6505774738155503e-06 -2.3026395511907245e-06 3.6475699624748447e-06 -5.5117822153968755e-06 4.1057644474912436e-06 3.8047958801493784e-06 -9.0488215261887351e-06 9.5335087640042075e-06 -4.6107302567726722e-07 5.0645497330441738e-08
leaf_weight=20 22 21 31 37 38 26 30 22 26 32 33 52 21 23 20 33 31 26 21 28 24 36 21 23 27 26 28 37 742 1564
leaf_count=20 22 21 31 37 38 26 30 22 26 32 33 52 21 23 20 33 31 26 21 28 24 36 21 23 27 26 28 37 742 1564
internal_value=0 -2.15982e-08 1.91538e-08 -1.76253e-08 1.1129e-08 -2.10248e-08 8.85399e-09 -2.46753e-08 1.63837e-06 -1.64075e-07 -8.43229e-08 -2.56046e-06 2.49063e-06 3.87458e-07 1.443e-08 1.5357e-06 2.60865e-06 5.97629e-06 -7.28903e-08 -3.90291e-08 -1.19791e-07 -1.73307e-07 -7.62258e-08 -1.07822e-07 -5.7132e-08 -1.03482e-07 -1.45839e-07 1.50777e-07 -7.73355e-07 -6.72894e-08
internal_weight=0 3101 3079 3048 3011 2973 2947 2917 101 79 2816 108 47 75 2708 147 126 57 2561 2540 2520 69 2496 2475 2452 2425 2399 1629 770 1592
internal_count=3121 3101 3079 3048 3011 2973 2947 2917 101 79 2816 108 47 75 2708 147 126 57 2561 2540 2520 69 2496 2475 2452 2425 2399 1629 770 1592
is_linear=0
shrinkage=0.1


Tree=6461
num_leaves=31
num_cat=0
split_feature=1209 1208 1208 1209 1213 1209 43 1210 1209 12 403 3 1209 42 42 42 42 12 483 13 43 43 13 16 0 43 12 1447 133 481
split_gain=2.3104e-08 1.86298e-08 4.28952e-08 2.83851e-08 9.77344e-08 4.61226e-08 3.7695e-08 3.42968e-08 5.28551e-08 1.52116e-07 4.17882e-08 2.77325e-07 6.61545e-08 2.23417e-08 1.49601e-07 1.3373e-07 1.01503e-07 9.60084e-08 6.14147e-08 1.01081e-07 6.7734e-08 7.32337e-08 1.86699e-07 3.78845e-07 1.13057e-07 1.01861e-07 6.48955e-08 3.70307e-08 3.66297e-07 3.16504e-08
threshold=-0.14444499999999996 0.11846000000000001 0.099975000000000008 0.088060000000000013 -0.051744999999999992 0.086665000000000006 -0.03898999999999999 -0.090009999999999993 -0.084519999999999984 0.087385000000000004 -0.5335399999999999 -0.085709999999999995 -0.065739999999999979 0.097640000000000018 0.096450000000000022 0.099760000000000015 0.095885000000000012 0.095175000000000023 0.098395000000000024 0.23074000000000003 -0.15582499999999996 0.055925000000000009 -0.069964999999999986 -0.069894999999999985 -0.071339999999999987 -0.053764999999999993 0.096210000000000004 0.059120000000000013 0.084760000000000016 -0.24133999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 7 -5 -2 9 -9 11 -10 -12 14 16 17 27 -15 19 20 -17 22 23 -22 26 -24 -23 29 -29 -14
right_child=1 -3 -4 4 -6 -7 -8 8 10 -11 12 -13 13 15 -16 18 -18 -19 -20 -21 21 24 25 -25 -26 -27 -28 28 -30 -31
leaf_value=3.3879191380492558e-06 3.3453047891877456e-06 2.7534591566791278e-06 -3.5757481414828579e-06 -2.777687723576697e-06 7.2066057858440521e-06 -4.170594844186713e-06 2.1150978490425134e-06 -9.8299829380721347e-06 -4.8594071943495824e-06 2.5035431929154586e-06 -5.390083292102487e-06 1.1594223049087305e-05 3.659152725563415e-06 1.3883973524895868e-06 -6.697052260599722e-06 5.7458439368929254e-06 6.3215607497113531e-06 1.1069434931414436e-05 4.5656129531026738e-06 -6.6311039896997203e-06 -6.8567440530851128e-07 1.9368816151040232e-06 -1.6015711476656778e-06 -1.7017781362937968e-05 6.066274016802709e-06 7.1087235155573588e-06 -4.3811149821678936e-06 -1.2670081026158187e-05 6.4687961213394379e-06 -6.8660689661715511e-08
leaf_weight=20 30 24 34 31 24 27 32 20 21 20 23 20 23 21 34 20 25 20 27 24 49 37 29 20 37 25 29 20 20 2335
leaf_count=20 30 24 34 31 24 27 32 20 21 20 23 20 23 21 34 20 25 20 27 24 49 37 29 20 37 25 29 20 20 2335
internal_value=0 -2.18472e-08 -4.34941e-08 -4.02753e-09 1.77625e-06 -5.64239e-08 -2.92463e-07 -1.84988e-08 -5.33088e-08 -3.66322e-06 -2.80287e-09 3.16675e-06 -4.89178e-08 -4.96544e-09 -1.09829e-07 7.57308e-07 -1.73953e-08 6.11085e-06 1.82667e-08 -4.36468e-07 1.67887e-07 -3.25738e-07 -1.97302e-06 -5.41962e-06 1.6414e-06 2.43097e-06 -8.39208e-07 -8.34812e-08 -3.10064e-06 -3.22995e-08
internal_weight=0 3101 3077 3043 87 2956 63 2929 2899 40 2859 41 2818 2795 2457 338 2423 41 297 270 246 226 123 69 103 54 66 2398 40 2358
internal_count=3121 3101 3077 3043 87 2956 63 2929 2899 40 2859 41 2818 2795 2457 338 2423 41 297 270 246 226 123 69 103 54 66 2398 40 2358
is_linear=0
shrinkage=0.1


Tree=6462
num_leaves=31
num_cat=0
split_feature=40 130 130 1204 1203 132 394 1203 151 3 1429 474 13 4 2 47 12 456 456 151 151 151 51 1 131 131 0 130 0 0
split_gain=2.11466e-08 5.89045e-08 4.37004e-08 1.96338e-08 3.4031e-08 2.01942e-08 1.26481e-07 5.70752e-08 2.08551e-08 7.70332e-08 2.57884e-07 1.51765e-07 1.23407e-07 1.03993e-07 1.09019e-07 9.24568e-08 6.94052e-08 4.33587e-08 6.59875e-08 4.10144e-08 7.38339e-08 5.61016e-08 6.63849e-08 4.10268e-08 3.06666e-08 2.73791e-07 8.10062e-08 1.76143e-07 1.19695e-07 9.11888e-08
threshold=-0.24620999999999996 -0.22699999999999995 -0.14750499999999997 0.057120000000000011 -1.0000000180025095e-35 -0.083174999999999985 0.090335000000000013 0.088820000000000024 -0.088279999999999983 -0.086424999999999988 0.083725000000000008 0.083685000000000023 -0.083619999999999986 -0.0047449999999999992 0.10803500000000001 0.07813500000000001 0.089005000000000015 0.091580000000000009 0.10512000000000001 -0.085684999999999997 -0.085134999999999975 -0.08341999999999998 -0.014904999999999998 0.094715000000000008 0.091360000000000011 0.090385000000000007 -0.080434999999999993 0.08610000000000001 -0.082974999999999979 -0.09515499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 8 -6 9 10 12 13 -7 15 -15 -11 -14 19 -19 23 -21 22 -22 -10 25 -23 27 28 29 -26
right_child=1 2 3 -5 5 6 -8 -9 17 11 -12 -13 16 14 -16 -17 -18 18 -20 20 21 24 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=3.2412332404874178e-06 -5.1769460686624706e-06 4.0983305377896892e-06 3.7553007511329877e-06 -2.7550901336326207e-06 -4.1087860685213257e-07 6.2475888256585678e-06 7.7734671462860128e-06 -5.9422752937756568e-06 -6.5135874399402384e-06 -7.2479714854916498e-06 -1.0767349073665339e-05 9.8461341187193401e-06 -6.2622056248073935e-06 7.009528346586465e-06 -1.102457275313403e-06 2.0486390712903812e-06 1.7925280901735001e-06 6.4261054985763623e-06 -1.0831752826396206e-06 5.8055098634213214e-06 -7.9376646181117393e-06 -1.0695586206463348e-07 -3.3638770454908137e-07 -5.3792995526304438e-07 6.0386185222818139e-06 -1.1863436041039677e-05 -4.6812567206502166e-07 -5.2497526047029007e-06 1.13438374986193e-05 -7.6999578558988528e-07
leaf_weight=20 22 26 24 26 167 32 21 21 20 23 22 23 20 37 30 20 23 25 22 21 20 2075 27 27 42 20 185 22 21 37
leaf_count=20 22 26 24 26 167 32 21 21 20 23 22 23 20 37 30 20 23 25 22 21 20 2075 27 27 42 20 185 22 21 37
internal_value=0 -2.08993e-08 1.59415e-08 -1.8825e-08 4.67781e-09 -2.52972e-08 4.17183e-08 -1.02875e-06 -1.63943e-08 8.95802e-07 -1.24716e-06 2.45872e-06 1.54543e-06 9.14075e-07 3.3773e-06 -2.92397e-06 -1.95386e-06 -9.82217e-08 2.91112e-06 -1.54415e-07 -9.87317e-08 -1.4936e-07 -3.57097e-06 -3.08076e-06 -8.24093e-08 -2.1919e-07 8.50993e-07 2.8513e-06 4.63353e-06 2.84977e-06
internal_weight=0 3101 3079 3053 3027 3003 2815 188 2794 230 97 133 75 110 67 43 43 2564 47 2517 2470 2449 47 47 2402 2095 307 122 100 79
internal_count=3121 3101 3079 3053 3027 3003 2815 188 2794 230 97 133 75 110 67 43 43 2564 47 2517 2470 2449 47 47 2402 2095 307 122 100 79
is_linear=0
shrinkage=0.1


Tree=6463
num_leaves=31
num_cat=0
split_feature=130 40 120 10 0 15 16 34 97 10 9 0 2 374 403 403 403 16 1210 12 129 1184 42 2 16 130 13 12 403 15
split_gain=1.95776e-08 3.94643e-08 2.99076e-08 1.99969e-08 2.47682e-07 2.79654e-07 1.30983e-07 2.969e-08 1.27928e-07 4.58916e-08 3.35391e-08 6.10522e-08 4.49061e-08 2.30033e-08 2.55559e-08 6.81996e-08 1.69881e-07 1.14758e-07 5.58708e-08 2.39852e-07 5.73264e-08 9.5278e-08 5.52331e-08 5.01778e-08 4.95254e-08 4.54728e-08 6.95283e-08 1.0719e-07 8.27843e-08 1.63755e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.059624999999999991 -0.057544999999999992 -0.071434999999999985 -0.0079749999999999977 0.088235000000000022 1.0000000180025095e-35 -1.0000000180025095e-35 0.085145000000000012 0.072365000000000027 0.022375000000000003 0.0033700000000000002 -0.081779999999999978 -0.099939999999999987 0.092355000000000007 -0.077709999999999987 0.089075000000000015 -0.093284999999999993 0.095545000000000005 -0.079109999999999986 0.0016050000000000003 -0.010094999999999998 0.086850000000000024 0.12089000000000001 0.013270000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 8 9 -5 12 -12 -9 14 15 16 18 -17 19 -14 -20 -22 24 -19 -16 26 28 -28 29 -24
right_child=1 2 -4 7 5 6 -8 10 -10 -11 11 -13 13 -15 22 17 -18 23 20 -21 21 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=2.9067584705444463e-06 -4.4493080213214855e-06 -1.0071425665955758e-05 3.4518761194703987e-06 2.3513410997111354e-06 9.3990224752665033e-06 1.7416552785627055e-06 -8.2169076686113845e-06 3.7486190210600515e-06 8.7593771877436669e-06 -4.42299593998996e-06 -6.4715898412776539e-06 1.0665481070082888e-06 -8.5931077606029724e-06 2.5665957136645966e-06 -5.4878041206999718e-06 -9.6568159392518296e-06 9.1093884452675412e-06 2.5616211407471688e-06 -4.6540996950002239e-06 5.2852253975288479e-06 -7.9246144670746478e-08 6.8527468829415738e-06 8.1285371038575256e-07 -4.2204396686429393e-06 1.2500213136945605e-06 4.6530144529881644e-06 2.684750164202602e-06 -5.6163346835091943e-06 2.7669342722084427e-07 1.2347634337857017e-05
leaf_weight=23 20 25 25 20 28 28 25 32 20 20 22 21 33 34 24 20 20 24 27 20 2304 20 32 20 20 37 28 35 94 20
leaf_count=23 20 25 25 20 28 28 25 32 20 20 22 21 33 34 24 20 20 24 27 20 2304 20 32 20 20 37 28 35 94 20
internal_value=0 -2.15842e-08 7.18596e-09 -2.10215e-08 -1.37047e-06 1.31502e-06 -2.95578e-06 2.75164e-08 2.22924e-06 -1.03583e-06 -1.82416e-08 -2.79017e-06 2.36687e-08 -1.87205e-08 -5.03622e-08 -1.53913e-07 -6.88404e-08 -3.37603e-06 -1.45198e-07 -3.356e-06 -7.28153e-08 -1.95904e-08 8.38032e-07 -5.21134e-07 -2.42516e-06 1.42169e-06 8.49639e-07 -1.92696e-06 2.04776e-06 5.24931e-06
internal_weight=0 3098 3078 3053 106 81 53 2947 60 40 2887 43 2844 2812 2778 2488 2424 64 2404 53 2351 2324 290 44 44 246 209 63 146 52
internal_count=3121 3098 3078 3053 106 81 53 2947 60 40 2887 43 2844 2812 2778 2488 2424 64 2404 53 2351 2324 290 44 44 246 209 63 146 52
is_linear=0
shrinkage=0.1


Tree=6464
num_leaves=31
num_cat=0
split_feature=1209 11 40 1 45 1429 156 0 1425 16 2 155 156 132 1203 394 50 131 402 49 49 49 51 2 12 475 13 13 50 0
split_gain=2.30702e-08 2.13977e-08 2.08084e-08 5.6127e-08 2.12814e-08 5.66355e-08 5.4977e-08 2.31455e-08 2.14149e-08 2.32524e-08 1.16601e-07 2.56462e-08 2.89747e-08 2.26424e-08 5.43732e-07 2.81781e-07 1.3012e-07 2.24006e-08 3.93735e-08 2.31477e-08 9.78792e-08 1.29123e-07 9.70312e-08 6.8373e-08 1.51227e-07 1.41151e-07 4.89345e-08 1.2375e-07 5.18172e-08 7.55287e-08
threshold=-0.14444499999999996 -0.072629999999999986 -0.24620999999999996 0.16175000000000003 0.084355000000000013 -0.23752499999999996 0.32523500000000005 -0.11991499999999998 0.10129000000000002 0.62925500000000012 0.11237500000000002 0.11562500000000002 -0.093169999999999989 -0.083284999999999984 0.089480000000000018 0.12358500000000001 0.093975000000000017 0.13612500000000002 0.15960500000000002 0.088930000000000009 0.08610000000000001 0.084945000000000007 -0.019375 0.087015000000000023 0.085355000000000014 -0.085669999999999982 0.10935500000000002 0.0061450000000000003 -0.099524999999999988 -0.085544999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 8 -6 9 11 -11 12 -7 14 16 17 -14 18 19 20 21 -15 -22 24 -21 -25 27 28 -27 -30
right_child=1 2 3 -5 7 6 -8 -9 -10 10 -12 -13 13 15 -16 -17 -18 -19 -20 23 22 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=3.3854341472761011e-06 -3.2030948472895814e-06 3.2149192486485844e-06 -5.3168624026511681e-06 -4.5603630875727197e-06 4.3957921819958802e-06 3.3243451140991131e-06 5.2477303393061446e-06 -1.4116575661143377e-07 -2.9879058814685781e-06 5.868515153500112e-06 -3.2921125371861616e-06 -3.039943419480551e-06 2.0180141536884925e-07 8.4563140864961411e-08 1.6236245511706893e-05 -1.1934143020084777e-05 -8.1445255264476325e-06 2.6108090761312045e-06 -4.0005736736929974e-06 -1.054605603106514e-05 5.797993614870783e-07 -7.9887610309015157e-06 9.4544302297353262e-06 7.8801029133046541e-06 1.4550218170803592e-06 3.61901222556928e-06 2.9674766408554151e-06 -8.5994068394072764e-06 4.2971777256270525e-07 -3.3148421502678854e-06
leaf_weight=20 21 20 20 27 23 26 20 22 24 33 24 28 169 2092 21 20 21 32 25 21 28 20 22 20 21 26 31 21 132 91
leaf_count=20 21 20 20 27 23 26 20 22 24 33 24 28 169 2092 21 20 21 32 25 21 28 20 22 20 21 26 31 21 132 91
internal_value=0 -2.18392e-08 -1.48833e-10 -2.11624e-08 1.9246e-08 -1.32612e-08 2.24773e-08 2.17772e-06 -1.29722e-08 1.14459e-08 2.01141e-06 -2.83162e-08 1.38638e-09 -2.93271e-08 9.66969e-07 -1.10118e-07 -7.20687e-07 -1.85301e-08 -5.15257e-08 -1.24263e-08 1.11639e-07 8.11121e-09 4.48464e-06 -7.51347e-07 -4.54552e-06 -2.54914e-07 -7.95446e-07 -1.22749e-06 -6.05757e-07 -1.09833e-06
internal_weight=0 3101 3080 3060 3033 2988 2968 45 2948 2924 57 2867 2839 2813 211 2602 190 2582 2550 2525 2162 2112 50 363 42 321 301 270 249 223
internal_count=3121 3101 3080 3060 3033 2988 2968 45 2948 2924 57 2867 2839 2813 211 2602 190 2582 2550 2525 2162 2112 50 363 42 321 301 270 249 223
is_linear=0
shrinkage=0.1


Tree=6465
num_leaves=31
num_cat=0
split_feature=33 47 47 47 393 1453 51 1456 154 474 1420 1456 1456 1456 13 403 133 1210 3 403 1365 1456 483 160 158 1455 475 16 1372 43
split_gain=1.92414e-08 2.32511e-08 2.29684e-07 1.52642e-07 2.95654e-08 2.52323e-08 4.95575e-08 2.32463e-08 2.93495e-08 6.41289e-08 3.6705e-08 2.46578e-08 3.33414e-08 5.14806e-08 1.38554e-07 3.38177e-08 1.39876e-07 6.58528e-08 2.89232e-07 5.21366e-08 2.67057e-08 2.84059e-08 1.01332e-07 1.82202e-07 4.28754e-08 3.81408e-08 3.42904e-08 1.67588e-07 1.10231e-07 5.35699e-08
threshold=-0.009184999999999997 0.094160000000000008 0.096475000000000019 0.090100000000000013 0.12069000000000002 -1.0000000180025095e-35 -0.41904999999999998 0.11585000000000002 0.085530000000000009 -0.45463999999999999 1.0000000180025095e-35 0.10620000000000002 0.092265000000000014 0.086355000000000015 -0.085744999999999988 -0.54856499999999986 0.40431 -0.13847499999999999 -0.082284999999999983 -0.5341999999999999 0.085025000000000017 0.04871000000000001 0.087520000000000014 -0.088244999999999976 -0.47144999999999992 0.10701500000000001 -0.086279999999999982 -0.0087049999999999992 -0.082274999999999987 -0.06984499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 -4 -7 8 9 -2 11 12 13 15 -15 16 -11 18 -17 -19 21 24 23 -23 -21 26 27 -26 -28 -29
right_child=1 2 5 -5 -6 6 -8 -9 -10 10 -12 -13 -14 14 -16 17 -18 19 -20 20 -22 22 -24 -25 25 -27 28 29 -30 -31
leaf_value=-2.4789545228310502e-06 -5.651127337387152e-06 1.094084333046686e-05 3.5542975456337444e-06 -6.4484426434933702e-06 3.1938478780924427e-06 -4.7944270417723428e-06 2.565336150401227e-07 -2.4720890534904596e-06 3.8351937382685722e-06 -8.6094824101088486e-06 3.925757391698426e-06 3.2567866820381428e-06 -3.4640060895136617e-06 -2.6724276835921046e-06 7.4481383293342311e-06 1.2808324020170405e-05 3.0757809653891855e-06 -5.0467589468488385e-06 -3.057959333495496e-06 3.8784571773118972e-06 3.2767379479992088e-06 -1.0499793104827405e-05 4.2608198856441956e-06 6.1291064052208341e-07 -8.2812460708022885e-06 -4.300734105657155e-06 6.7953266875993748e-06 5.0685486340543413e-06 -1.9900265506611684e-08 -1.4753318110110584e-06
leaf_weight=31 20 21 20 37 29 21 259 38 20 21 24 23 28 24 31 20 20 21 27 28 24 25 20 36 28 21 24 22 2129 29
leaf_count=31 20 21 20 37 29 21 259 38 20 21 24 23 28 24 31 20 20 21 27 28 24 25 20 36 28 21 24 22 2129 29
internal_value=0 2.48785e-08 8.30539e-07 -6.85187e-08 1.78858e-08 1.22817e-07 -1.22288e-07 -1.61885e-08 1.88299e-08 -1.00273e-08 3.29525e-08 -2.96722e-09 -3.20496e-08 5.63464e-09 3.03189e-06 -6.10764e-08 -2.90935e-06 -1.34891e-08 3.69365e-06 -8.58761e-08 -4.22137e-08 -7.59371e-08 -1.91622e-06 -3.94148e-06 -1.05874e-08 -5.892e-08 -1.90104e-08 -2.06521e-06 5.60707e-08 1.34752e-06
internal_weight=0 3090 321 2769 2732 300 280 2703 2665 2645 2625 2601 2578 2550 55 2495 41 2454 47 2407 2386 2362 81 61 2281 2253 2232 79 2153 51
internal_count=3121 3090 321 2769 2732 300 280 2703 2665 2645 2625 2601 2578 2550 55 2495 41 2454 47 2407 2386 2362 81 61 2281 2253 2232 79 2153 51
is_linear=0
shrinkage=0.1


Tree=6466
num_leaves=31
num_cat=0
split_feature=156 156 3 2 4 3 4 399 1204 400 400 399 130 43 400 394 400 133 0 133 16 1 15 2 160 15 15 15 43 51
split_gain=1.85598e-08 3.59483e-08 2.3588e-08 5.49086e-08 7.85048e-08 3.22289e-08 1.36517e-07 3.93229e-08 2.15862e-08 4.00737e-08 2.43715e-08 9.78989e-08 6.0904e-08 1.59719e-07 5.98561e-08 3.05565e-08 2.39151e-08 2.4929e-08 2.26153e-08 2.20199e-08 4.05928e-08 3.8295e-08 6.16185e-08 3.37927e-08 3.28699e-08 2.95852e-08 1.55955e-07 1.00388e-07 2.70436e-07 9.2802e-08
threshold=0.3248100000000001 0.14862 -0.24190499999999995 0.10467500000000002 -0.35136499999999998 -0.16726499999999997 -0.15289999999999995 -0.092309999999999989 0.057120000000000011 0.12955000000000003 -0.08262499999999999 0.088190000000000018 0.08610000000000001 -0.041049999999999996 -0.081639999999999976 0.090335000000000013 0.10782000000000001 -0.50375999999999987 -0.10011499999999998 -0.37971999999999995 -0.052894999999999991 0.16540500000000002 -0.56020999999999987 0.089320000000000024 0.55608500000000005 -0.10203999999999998 -0.10653 -0.096999999999999989 -0.0095349999999999983 -0.10316499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -4 -7 9 10 11 12 13 -9 -12 16 17 18 -16 20 23 22 -21 -19 25 26 29 28 -27 -24
right_child=-2 -3 5 4 -6 7 -8 8 -10 -11 14 -13 -14 -15 15 -17 -18 19 -20 21 -22 -23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=2.0556350506240051e-06 -2.8301883048698075e-06 4.1443950435461291e-06 7.9435369243583406e-06 -8.159635976441719e-06 1.1045205781101687e-07 -4.3226172627847905e-06 -1.8531721514481242e-06 7.8651439381523552e-06 -3.2539105086470954e-06 4.3952272744176994e-06 -5.4958610860467163e-06 6.8270724428797479e-06 -4.7167389332323434e-06 -3.0598545748716789e-06 4.5123587468602317e-06 3.2235080770360901e-06 -3.3234446386193833e-06 -2.2763149167044972e-06 7.7779873208783101e-08 -4.5478346510208213e-06 -4.9355126730705919e-06 3.8148583520034239e-06 -6.3361137290485209e-06 2.990984250486474e-06 -3.4595428655005961e-06 2.804471936858887e-06 8.0251528938138766e-06 -2.473123486430926e-09 -1.2703782741399747e-05 6.5739654980662897e-07
leaf_weight=24 23 21 25 22 24 21 33 23 20 21 20 26 22 32 23 29 22 29 23 30 26 26 20 21 27 23 28 2045 22 370
leaf_count=24 23 21 25 22 24 21 33 23 20 21 20 26 22 32 23 29 22 29 23 30 26 26 20 21 27 23 28 2045 22 370
internal_value=0 2.10219e-08 -7.1194e-09 -1.8218e-06 -3.84481e-06 3.51245e-08 2.36955e-06 -1.07881e-08 2.01369e-08 4.26544e-08 1.09938e-08 1.52154e-06 -2.69939e-07 1.50878e-06 -4.4892e-08 -5.44942e-09 -3.9687e-08 -1.30587e-08 2.29507e-06 -5.28689e-08 -1.7306e-06 -3.6571e-09 -4.23633e-08 -6.40493e-08 1.09559e-08 4.83177e-08 8.16313e-07 -1.05281e-07 -4.77734e-06 2.98755e-07
internal_weight=0 3098 3077 70 46 3007 58 2949 2928 2908 2887 103 77 55 2784 2764 2735 2713 46 2667 76 2591 2565 50 2535 2508 418 2090 45 390
internal_count=3121 3098 3077 70 46 3007 58 2949 2928 2908 2887 103 77 55 2784 2764 2735 2713 46 2667 76 2591 2565 50 2535 2508 418 2090 45 390
is_linear=0
shrinkage=0.1


Tree=6467
num_leaves=31
num_cat=0
split_feature=132 15 393 50 11 484 484 158 1456 1452 2 0 2 43 1447 52 42 133 4 160 4 16 484 1447 1453 1447 480 481 481 1454
split_gain=1.97556e-08 5.34147e-07 2.73107e-07 9.13107e-08 1.92969e-08 2.08157e-08 1.01136e-07 9.1739e-08 8.3955e-08 6.30479e-08 9.7172e-08 1.23602e-07 2.81207e-07 1.78971e-07 1.14986e-07 1.05529e-07 9.17875e-08 8.28024e-08 7.3819e-08 8.72673e-08 4.88931e-08 4.83785e-08 4.4254e-08 3.98019e-08 8.94531e-08 3.70776e-08 1.41931e-07 5.37843e-08 3.28042e-08 3.17773e-08
threshold=-0.083284999999999984 0.091915000000000011 0.12679500000000002 0.09227500000000001 -0.072629999999999986 -0.0095549999999999993 -0.017214999999999998 -0.4686749999999999 -0.082809999999999981 0.085480000000000014 0.083585000000000007 -0.087414999999999979 0.085785000000000014 -0.018859999999999998 -0.085684999999999997 -0.031059999999999997 0.085010000000000016 0.097125000000000003 -0.0047449999999999992 -0.090484999999999996 -0.010655 -0.014754999999999999 -0.0018849999999999997 -0.086279999999999982 -0.064249999999999988 -0.081174999999999983 0.11387000000000001 -0.097394999999999995 -0.070419999999999996 0.083800000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 6 7 -6 -9 10 15 12 -12 14 -13 -10 -11 20 -14 -20 -16 -17 -7 -24 -25 -26 27 -27 -21 -29
right_child=2 -3 -4 -5 5 22 -8 8 9 16 11 13 18 -15 17 21 -18 -19 19 28 -22 -23 23 24 25 26 -28 29 -30 -31
leaf_value=-5.773464939991192e-08 -3.0085668740975098e-06 1.4371370362444335e-05 -1.171438424535154e-05 -6.5353443865205913e-06 4.6156914069999606e-06 4.8385444210907736e-06 -6.7610061901177697e-06 -5.9345902213538344e-06 -9.9914300508750055e-06 -1.2350923734629759e-06 1.2390963644540298e-05 6.9944761025908517e-06 -3.4142341123728134e-06 -8.0006084631792059e-06 -1.9530409551461003e-06 1.9651185332556699e-06 7.3340378385182696e-06 -6.4066710857938851e-06 7.4886368035246661e-06 2.322299607602991e-06 3.8076335980664365e-06 -4.3013220777408736e-06 3.4619509304840384e-06 -6.2819001951455989e-06 -3.0591538789950495e-06 -4.3354131439291112e-06 8.5623662153011553e-06 1.105994867263999e-07 -3.0789709895047552e-06 3.3873651801741291e-06
leaf_weight=168 21 26 20 25 36 20 25 28 21 25 23 20 37 36 34 22 25 24 21 23 26 28 35 22 36 27 20 2195 22 30
leaf_count=168 21 26 20 25 36 20 25 28 21 25 23 20 37 36 34 22 25 24 21 23 26 28 35 22 36 27 20 2195 22 30
internal_value=0 9.15857e-07 -6.91097e-08 -8.96803e-07 1.17041e-08 3.38732e-08 -5.69905e-07 -2.26717e-07 -6.46782e-07 -2.64201e-07 -7.55844e-07 1.21447e-07 2.39367e-06 -1.92355e-06 1.80043e-07 -4.0426e-06 3.04947e-06 -1.44244e-06 1.61264e-07 2.16571e-06 5.43251e-07 -1.54409e-06 1.54376e-07 1.14763e-07 6.44835e-08 1.24978e-07 1.7543e-07 1.00946e-07 -3.18322e-07 1.54781e-07
internal_weight=0 219 2902 193 2882 2861 476 451 415 387 337 266 126 140 104 71 50 84 103 66 60 50 2385 2365 2330 2308 2272 2252 45 2225
internal_count=3121 219 2902 193 2882 2861 476 451 415 387 337 266 126 140 104 71 50 84 103 66 60 50 2385 2365 2330 2308 2272 2252 45 2225
is_linear=0
shrinkage=0.1


Tree=6468
num_leaves=31
num_cat=0
split_feature=1206 130 40 120 9 10 43 12 2 33 34 10 4 9 158 42 1 159 44 1429 156 11 475 11 0 16 0 2 159 159
split_gain=1.78945e-08 1.76476e-08 3.75297e-08 2.52068e-08 1.87676e-08 6.62321e-08 8.49554e-08 4.04703e-08 3.44941e-08 3.16014e-08 5.32243e-08 2.85927e-08 3.39349e-07 3.04629e-08 2.39923e-08 7.22662e-08 3.71465e-08 8.35504e-08 2.70292e-08 3.06423e-08 4.59121e-08 2.986e-08 6.01528e-08 2.54564e-08 4.39963e-08 6.98101e-08 6.42305e-08 3.03296e-08 2.3257e-08 1.76069e-07
threshold=1.0000000180025095e-35 -0.23123999999999997 -0.24290999999999999 0.091385000000000008 0.092410000000000006 0.053330000000000009 -0.080419999999999978 -0.015429999999999998 -0.090999999999999984 0.085305000000000006 -0.084769999999999984 -0.011559999999999999 0.053180000000000012 -0.013509999999999999 -0.14117999999999997 0.096235000000000015 0.099660000000000012 -0.46766499999999994 0.084760000000000016 -0.23752499999999996 0.32523500000000005 0.095720000000000013 0.093020000000000005 0.088065000000000018 0.11070500000000001 0.38525000000000004 0.056435000000000006 0.10467500000000002 -0.092414999999999983 -0.088129999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 -7 -6 -4 10 -10 12 -12 -13 15 16 17 -15 19 -16 21 22 23 24 26 27 28 -26 -21 -30
right_child=-2 2 3 -5 7 6 -8 -9 9 -11 11 13 -14 14 18 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=2.7789285725347053e-06 -2.9815953257639198e-06 -4.3191362641437086e-06 3.5826909357570847e-06 3.1891716462268961e-06 -1.1942032518742383e-06 6.4213421865133572e-07 -8.4646016841274793e-06 4.6334146698147662e-06 5.0373115841683196e-06 -3.7001815327209403e-06 -1.0470770166648436e-05 3.7344035263231491e-06 5.5355930136876721e-06 -9.7199254560109698e-06 -3.8771853905927863e-06 2.8661956288747856e-06 -3.1713262292972408e-07 -1.1923335785434541e-06 2.9922665391730395e-06 1.2486531058970804e-06 4.8249067504002598e-06 -2.8052862895443421e-06 5.1470327415027777e-06 -3.0442412009034783e-06 2.4919558768488063e-06 7.5040807041659729e-06 -5.4072245916358952e-06 -2.5028929846371286e-06 -8.9602610883461746e-06 2.8921919551151775e-08
leaf_weight=23 20 20 27 25 22 20 21 26 21 23 26 22 27 20 20 28 30 27 31 145 20 37 23 27 31 20 22 20 22 2275
leaf_count=23 20 20 27 25 22 20 21 26 21 23 26 22 27 20 20 28 30 27 31 145 20 37 23 27 31 20 22 20 22 2275
internal_value=0 1.92294e-08 -1.39217e-09 2.68468e-08 7.80856e-10 -3.07631e-08 -4.02229e-06 1.96242e-06 2.48254e-08 -8.10651e-09 2.12362e-08 -1.54285e-08 -2.31659e-06 2.78202e-08 -1.32377e-09 -1.4843e-06 -3.06631e-06 -4.8211e-06 5.64976e-08 2.23095e-08 5.18287e-08 1.54208e-08 5.57946e-08 1.00887e-08 4.262e-08 2.49682e-06 -2.80977e-08 5.33192e-07 2.03629e-08 -5.71739e-08
internal_weight=0 3101 3078 3058 3033 2985 41 48 2944 2917 2894 2873 53 2820 2798 105 77 47 2693 2662 2642 2622 2585 2562 2535 71 2464 51 2442 2297
internal_count=3121 3101 3078 3058 3033 2985 41 48 2944 2917 2894 2873 53 2820 2798 105 77 47 2693 2662 2642 2622 2585 2562 2535 71 2464 51 2442 2297
is_linear=0
shrinkage=0.1


Tree=6469
num_leaves=31
num_cat=0
split_feature=156 1428 1427 40 130 40 1209 132 50 132 1203 390 133 481 12 403 1446 2 43 481 43 133 481 483 12 12 42 1455 12 3
split_gain=2.04539e-08 3.29396e-08 4.78752e-08 2.03096e-08 5.26745e-08 3.67214e-08 1.81436e-08 1.7795e-08 5.21755e-07 2.31833e-07 1.00324e-07 2.01907e-08 5.40196e-08 1.83842e-08 1.16278e-07 3.81031e-07 2.01307e-07 1.85977e-07 2.32728e-07 6.64888e-08 6.47863e-08 5.54846e-08 2.85086e-08 6.68437e-08 2.11436e-08 8.69421e-08 1.45171e-07 3.88285e-08 3.52912e-08 1.29613e-07
threshold=0.3248100000000001 0.094820000000000015 0.078535000000000008 -0.24620999999999996 -0.22699999999999995 -0.15322999999999998 -0.14444499999999996 -0.083284999999999984 0.097510000000000013 -0.076764999999999986 0.089480000000000018 0.087590000000000015 -0.089569999999999983 -0.081614999999999979 0.083715000000000026 -0.084339999999999984 0.083530000000000007 0.086375000000000021 -0.077319999999999986 -0.078899999999999984 -0.081154999999999991 0.085815000000000016 -0.073474999999999985 -0.47101999999999994 0.10193000000000001 0.099815000000000015 0.080840000000000009 0.10861000000000001 0.097325000000000009 -0.077354999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -7 8 10 -9 -8 13 -13 14 16 -16 -11 20 21 -15 -17 -19 -21 -24 25 27 -27 28 -25 -30
right_child=-2 2 -4 4 5 6 7 9 -10 11 -12 12 -14 19 15 17 -18 18 -20 22 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=3.1605091351138983e-06 -2.9711106880431941e-06 6.1724641779749482e-06 -6.6385781622102518e-07 -4.9120286162592084e-06 4.1660288929500938e-06 2.9715809137087491e-06 -1.9437526952713155e-08 -1.0586144017430517e-05 1.5803302626625823e-05 3.4128749927644789e-06 -7.4913910020768531e-06 5.8829908039115261e-06 -1.3787894247451777e-06 -4.6702886763227983e-06 1.251731052497203e-05 -1.7645404295763001e-06 -1.0275212093802111e-05 2.3416255407937572e-06 1.151756639393127e-05 3.2111664845265646e-06 -9.81353492420567e-06 -5.01796321692555e-06 -5.735315985367336e-06 -9.9749237449971524e-08 7.7409547586439482e-07 -9.2095032324887485e-06 2.0311784192017513e-06 -3.3813037966215883e-06 -2.0443422418618224e-06 6.5017470452793144e-06
leaf_weight=20 23 21 20 22 21 20 177 21 21 21 20 20 21 32 29 20 22 20 21 26 20 21 21 2023 265 27 20 35 36 35
leaf_count=20 23 21 20 22 21 20 177 21 21 21 20 20 21 32 29 20 22 20 21 26 20 21 21 2023 265 27 20 35 36 35
internal_value=0 2.20511e-08 2.83767e-06 -1.57116e-08 -3.66284e-08 -1.05335e-09 -3.02814e-08 -5.04688e-08 8.19271e-07 -1.19265e-07 -7.78011e-07 -3.8898e-08 2.16354e-06 -7.2417e-08 9.21726e-07 2.40278e-06 -3.59033e-06 -4.72915e-07 2.95684e-06 -1.4106e-07 -5.78904e-06 -1.42792e-06 -8.28065e-08 -1.17593e-07 -6.92631e-08 -1.7197e-07 -4.42623e-06 -7.80524e-08 -2.28404e-08 2.16852e-06
internal_weight=0 3098 41 3057 3037 3015 2994 2974 218 2756 197 2735 41 2694 174 131 43 102 62 2520 40 41 2488 2462 2441 2176 47 2129 2094 71
internal_count=3121 3098 41 3057 3037 3015 2994 2974 218 2756 197 2735 41 2694 174 131 43 102 62 2520 40 41 2488 2462 2441 2176 47 2129 2094 71
is_linear=0
shrinkage=0.1


Tree=6470
num_leaves=31
num_cat=0
split_feature=130 40 130 132 399 1203 132 12 399 50 402 0 4 1210 133 1209 42 1210 1208 402 1211 130 0 2 2 130 1213 1212 13 12
split_gain=1.88449e-08 3.47828e-08 2.2052e-08 1.83461e-08 1.21949e-07 7.49684e-08 2.02806e-08 7.1001e-08 3.49676e-08 2.00106e-08 1.83032e-08 1.40432e-07 6.81541e-08 4.25172e-08 2.04986e-08 6.27572e-08 5.97842e-08 3.43087e-08 2.66628e-08 7.54066e-08 2.00732e-08 1.98142e-08 2.06164e-07 1.78829e-07 1.11466e-07 3.35205e-08 4.71307e-08 3.28095e-08 1.87276e-07 1.65992e-07
threshold=-0.23123999999999997 -0.24290999999999999 -0.14750499999999997 -0.083449999999999983 0.091580000000000009 0.089480000000000018 -0.0080849999999999984 0.090455000000000021 -0.065739999999999979 0.093975000000000017 -0.44724499999999995 -0.072594999999999979 -0.077834999999999988 0.24726500000000004 0.41553500000000004 0.11495000000000001 -0.042239999999999993 0.094410000000000008 0.092250000000000013 -0.097504999999999994 0.10326000000000002 0.09364500000000002 -0.069444999999999993 0.094095000000000012 0.089005000000000015 0.090745000000000006 0.14530000000000001 0.087505000000000013 -0.085584999999999981 0.089300000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 6 9 7 -5 -8 -4 11 12 -10 14 15 17 -16 18 19 -12 21 25 23 24 -23 26 27 -21 -29 -30
right_child=1 2 3 4 -6 -7 8 -9 10 -11 13 -13 -14 -15 16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=2.8518459697332457e-06 -4.1779937276942293e-06 2.9637333716436846e-06 4.8919928676111096e-08 9.4678024700201044e-07 6.500086941867204e-06 -6.7422517167869957e-06 3.4143686639254159e-06 -6.6485001707405909e-06 -1.9739960476629547e-06 -3.2220225464351683e-06 5.4007619802667677e-06 -8.6878066991857856e-06 5.5622573914401338e-06 4.3041692151746252e-06 1.4347385034773692e-06 5.6027041546258263e-06 -5.8568829920411445e-06 -4.1463393063168044e-06 -3.3057538757930162e-06 -6.7216072436201713e-08 2.4759738234791942e-06 2.7358782836017784e-06 -9.1129036919622959e-06 6.7703850962778121e-06 -7.1940821376651557e-06 3.5182185144919835e-06 -4.2594260417690053e-06 8.333305932835849e-06 -3.6818524807533891e-06 5.3046651461749383e-06
leaf_weight=23 20 25 171 32 29 20 30 20 28 21 26 20 21 23 23 20 22 20 24 2190 32 20 26 33 26 27 26 31 61 31
leaf_count=23 20 25 171 32 29 20 30 20 28 21 26 20 21 23 23 20 22 20 24 2190 32 20 26 33 26 27 26 31 61 31
internal_value=0 -2.11746e-08 5.8353e-09 -1.83859e-08 4.85779e-08 -9.15765e-07 -1.79561e-08 -1.97448e-06 1.8906e-08 -3.08839e-07 -1.84068e-08 -1.62639e-06 1.25583e-06 2.32882e-08 -1.40356e-08 2.26867e-08 -2.13005e-06 -2.0687e-08 1.16331e-08 4.31148e-08 -1.25379e-08 -4.47647e-08 -1.38897e-06 1.15309e-06 -2.87671e-06 1.48891e-08 -2.55512e-08 2.2041e-08 1.61125e-06 -6.53787e-07
internal_weight=0 3098 3078 3053 2841 212 2812 52 2760 192 2730 69 49 2661 2638 2593 45 2573 2553 2529 2503 2471 105 79 46 2366 2339 2313 123 92
internal_count=3121 3098 3078 3053 2841 212 2812 52 2760 192 2730 69 49 2661 2638 2593 45 2573 2553 2529 2503 2471 105 79 46 2366 2339 2313 123 92
is_linear=0
shrinkage=0.1


Tree=6471
num_leaves=31
num_cat=0
split_feature=40 130 130 1208 1208 402 1210 1210 52 132 399 1204 399 394 52 402 52 1209 1210 52 15 133 133 12 2 13 13 13 1 131
split_gain=1.96152e-08 4.80112e-08 3.18328e-08 1.87911e-08 2.70334e-08 1.88991e-08 4.55252e-08 4.6639e-08 1.85754e-08 9.11851e-08 7.87725e-07 5.42896e-07 1.03698e-07 9.87972e-08 7.17881e-08 1.32808e-07 2.55028e-07 7.41385e-08 1.0994e-07 5.90638e-08 1.30139e-07 6.60289e-08 5.90114e-08 5.80177e-08 6.13777e-08 5.6812e-08 2.29111e-07 1.31121e-07 2.03557e-07 1.95038e-07
threshold=-0.24620999999999996 -0.22699999999999995 -0.14750499999999997 0.12461500000000002 0.10837500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 0.048520000000000008 -0.083284999999999984 0.091580000000000009 -0.082199999999999981 0.086815000000000017 1.0000000180025095e-35 0.085310000000000011 0.086055000000000006 0.083680000000000018 -0.084519999999999984 -0.064344999999999999 0.089575000000000016 0.083490000000000023 -0.093189999999999981 -0.37971999999999995 0.089300000000000004 0.084055000000000005 -0.077944999999999987 -0.076599999999999988 -0.081029999999999977 0.089875000000000024 0.089415000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 9 10 12 -11 22 -13 15 16 23 -16 -19 20 -20 -22 -9 24 -10 27 -27 29 -29 -21
right_child=1 2 3 -5 -6 -7 7 8 14 11 -12 13 -14 -15 17 -17 -18 18 19 25 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=3.1216605475492545e-06 -4.675073078239869e-06 3.4973745235115183e-06 4.170030249147553e-06 -3.0717054494289188e-06 3.4189332767630776e-06 -2.402457969689446e-06 -4.7286702053857731e-06 -3.2854328651410471e-06 -7.2656975862628319e-06 -1.6358312475404091e-05 1.8454217778071326e-05 1.3018934052684146e-07 -8.0834374741590141e-06 7.1982000736170446e-06 -5.3790657257195561e-06 2.8728948427669822e-06 -1.2212164264038336e-05 5.634562759431512e-06 8.4899318949283046e-06 7.4885957643276739e-07 4.6179446842740746e-06 -9.6517970405166494e-07 3.5909570582449444e-06 3.4429735021035419e-06 -3.2125311041194701e-07 -1.0756301370899261e-05 -6.5355344110369935e-07 -7.9883538374219666e-08 1.3033874827499403e-05 -6.9893671276364142e-06
leaf_weight=20 22 26 26 20 23 33 21 24 20 20 25 1770 21 20 25 35 29 35 24 228 28 87 26 20 35 24 347 29 20 38
leaf_count=20 22 26 26 20 23 33 21 24 20 20 25 1770 21 20 25 35 29 35 24 228 28 87 26 20 35 24 347 29 20 38
internal_value=0 -2.01342e-08 1.31261e-08 -1.65465e-08 3.59966e-09 -2.24976e-08 3.88426e-09 -3.28219e-08 8.34375e-10 1.85389e-07 3.18873e-06 2.60955e-08 -2.18645e-06 2.09162e-07 -3.42682e-07 -2.45539e-06 -4.24857e-06 -1.08544e-08 1.45198e-07 -8.76839e-08 1.79202e-06 3.9419e-07 2.9029e-07 -1.16931e-06 -2.84651e-06 -4.68556e-07 -1.3071e-06 5.19063e-07 5.27267e-06 -3.56601e-07
internal_weight=0 3101 3079 3053 3033 3010 2977 2951 2930 1906 96 1810 71 1790 1024 139 104 885 860 825 139 115 50 75 55 686 371 315 49 266
internal_count=3121 3101 3079 3053 3033 3010 2977 2951 2930 1906 96 1810 71 1790 1024 139 104 885 860 825 139 115 50 75 55 686 371 315 49 266
is_linear=0
shrinkage=0.1


Tree=6472
num_leaves=31
num_cat=0
split_feature=132 394 1203 1201 1209 43 1209 42 1213 160 4 1213 2 3 481 133 1447 403 1 402 43 401 1446 129 1 1 9 1 1 50
split_gain=2.20862e-08 9.98704e-08 5.81754e-08 2.14156e-08 1.85639e-08 1.61271e-07 2.82116e-08 1.12455e-07 2.07674e-08 1.84996e-07 1.52594e-07 5.09513e-08 4.90331e-08 5.29481e-08 4.5385e-08 2.67807e-07 2.91035e-07 2.32757e-07 7.46475e-08 3.55507e-08 1.44122e-07 4.51181e-08 3.03079e-08 2.69742e-08 2.6582e-08 5.83017e-07 4.13315e-07 1.60415e-07 9.07632e-08 6.06581e-08
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.08261499999999998 -0.087714999999999987 -0.0047449999999999992 -0.065739999999999979 0.092145000000000019 0.04198000000000001 -0.025879999999999997 -0.084134999999999988 0.077040000000000011 0.09142500000000002 -0.080484999999999987 -0.086729999999999988 0.087495000000000003 0.050705000000000007 -0.55157999999999985 0.085605000000000014 -0.45015499999999992 0.055925000000000009 -1.0000000180025095e-35 0.085400000000000018 -0.082304999999999975 0.09202500000000001 0.092845000000000025 0.082870000000000013 0.091450000000000017 0.093575000000000019 0.13276000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -5 7 -6 14 -10 -11 -12 13 -13 15 16 18 -16 22 20 -19 -21 -8 -23 26 -26 27 29 -27 -25
right_child=1 -3 -4 4 6 -7 8 -9 9 10 11 12 -14 -15 17 -17 -18 19 -20 21 -22 23 -24 24 25 28 -28 -29 -30 -31
leaf_value=-4.5132414632401996e-07 3.2030930295182515e-06 6.7846146097591289e-06 -6.1131099039357656e-06 -2.6165280161194463e-06 2.3684068488048231e-06 8.66144269886198e-06 -2.1159801181489628e-06 -7.6320600617856883e-06 9.0259310886722227e-06 -5.9528342666857905e-06 5.9380383390816862e-06 1.5270474807493885e-06 3.4850895284913956e-06 -4.198106803414703e-06 -1.0638663121383053e-05 1.2065357495452018e-05 -1.0435786153224895e-05 -8.5355012195329685e-06 7.9892252961144544e-06 4.1275581207418541e-06 3.1935657182202707e-06 3.2748425231451016e-06 3.3233467672744157e-06 -3.9207189619374432e-07 1.6795050664985043e-05 -5.8819675705133431e-06 -1.3965389660535784e-05 8.7397083188989199e-06 1.1295909912054159e-07 3.6080565386771176e-06
leaf_weight=196 21 22 20 32 23 21 21 22 25 36 21 35 36 30 21 21 22 22 20 26 20 24 20 1355 21 26 22 20 881 39
leaf_count=196 21 22 20 32 23 21 21 22 25 36 21 35 36 30 21 21 22 22 20 26 20 24 20 1355 21 26 22 20 881 39
internal_value=0 7.25487e-08 -9.75564e-07 2.13294e-08 -2.01692e-09 1.8521e-06 -3.70003e-08 -2.52071e-06 3.43638e-09 1.03285e-06 -2.31877e-07 1.45627e-06 5.24423e-07 -1.11533e-06 -6.95519e-08 1.97693e-06 -5.75559e-07 -1.55476e-07 2.98059e-06 -6.58399e-08 -2.95023e-06 -1.56558e-08 5.3735e-07 -6.07661e-08 -9.46302e-08 3.22502e-07 -3.64198e-07 -1.52581e-07 -5.88911e-08 -2.8016e-07
internal_weight=0 2905 216 2883 2862 53 2809 45 2764 183 158 122 101 65 2581 104 83 2477 61 2456 42 2414 41 2388 2364 928 1436 1414 907 1394
internal_count=3121 2905 216 2883 2862 53 2809 45 2764 183 158 122 101 65 2581 104 83 2477 61 2456 42 2414 41 2388 2364 928 1436 1414 907 1394
is_linear=0
shrinkage=0.1


Tree=6473
num_leaves=31
num_cat=0
split_feature=130 1 1132 16 0 47 15 47 0 12 42 12 43 12 4 51 52 457 3 0 52 151 148 1 15 0 13 13 2 42
split_gain=1.80958e-08 3.24907e-08 2.1041e-08 2.10438e-08 2.19739e-08 1.15553e-07 4.71434e-07 1.97618e-07 1.05748e-07 1.21252e-07 1.30312e-07 5.35635e-08 9.19008e-08 1.30653e-07 8.74237e-08 1.839e-07 5.99223e-08 7.19799e-08 8.3747e-08 1.68756e-07 1.89087e-07 1.74684e-07 1.62261e-07 1.36077e-07 1.75069e-07 1.34977e-07 7.80568e-08 5.23542e-08 1.20781e-07 3.51541e-07
threshold=-0.23123999999999997 0.16540500000000002 -0.078654999999999989 0.64105000000000001 -0.10151999999999999 0.094160000000000008 -0.11033999999999998 0.082095000000000015 -0.097274999999999986 0.092755000000000018 -1.0000000180025095e-35 0.089300000000000004 -0.080554999999999974 0.095110000000000014 -0.080744999999999997 0.087305000000000008 -0.094124999999999986 -0.067164999999999989 0.090900000000000009 -0.14794999999999997 0.0046550000000000003 -0.024429999999999997 -0.065034999999999996 0.090475000000000014 -0.074054999999999996 -0.15599999999999997 -0.0044799999999999987 -0.088319999999999996 0.084755000000000011 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 11 9 10 -6 14 -13 -14 15 -4 -16 -18 19 20 21 -19 -20 -24 25 -25 -21 28 29 -10
right_child=1 -3 3 -5 8 6 -8 -9 27 -11 -12 12 13 -15 16 -17 17 18 22 26 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=2.7945803219114646e-06 -3.2233418824034742e-06 -3.4745573613134991e-06 -9.1454567295997916e-06 2.5817235353997603e-06 4.2236376245341489e-06 -1.7346849223459312e-07 1.6967728662989212e-05 -9.0923100206351677e-06 7.6205042648636462e-06 -1.0256682911685424e-05 -5.5241372990622045e-06 -1.111745162587029e-06 1.0753203781158997e-05 6.1275333320264956e-07 -4.2603945248629317e-06 3.3190604290211924e-06 5.1030574988024977e-06 3.3940907270846315e-06 5.7888278433892996e-06 6.3574036679911916e-07 -4.9992732404765173e-07 1.6610893544566353e-05 -1.0523892186548828e-05 6.6667436573635105e-06 -9.3770956660981547e-06 -2.845289514295603e-06 -6.2294326681922032e-06 -1.915940213938365e-07 -4.4419325326564351e-07 -3.5327261808891887e-06
leaf_weight=23 20 27 29 32 24 68 21 23 79 21 32 38 24 27 25 20 35 20 24 67 30 20 21 26 21 35 22 2045 178 44
leaf_count=23 20 27 29 32 24 68 21 23 79 21 32 38 24 27 25 20 35 20 24 67 30 20 21 26 21 35 22 2045 178 44
internal_value=0 -2.07579e-08 9.60769e-09 3.08004e-08 3.76181e-09 5.47733e-07 3.87108e-06 -3.56565e-08 -1.30042e-07 -3.77656e-06 -1.34652e-06 3.94722e-07 2.61095e-06 5.38473e-06 -1.04632e-07 -4.0579e-06 4.55224e-07 8.22484e-07 2.98637e-07 1.82798e-06 5.50146e-06 1.00025e-05 -1.61605e-06 -3.34146e-06 -1.50206e-06 1.20902e-06 -1.06127e-06 -1.03565e-08 1.22098e-06 3.63073e-06
internal_weight=0 3098 3071 3051 3019 596 89 507 2423 77 56 484 89 51 395 49 346 321 286 159 70 40 127 103 82 61 89 2346 301 123
internal_count=3121 3098 3071 3051 3019 596 89 507 2423 77 56 484 89 51 395 49 346 321 286 159 70 40 127 103 82 61 89 2346 301 123
is_linear=0
shrinkage=0.1


Tree=6474
num_leaves=31
num_cat=0
split_feature=16 16 121 133 16 133 3 133 16 43 15 43 13 484 160 151 457 12 1 1 133 13 0 15 401 1212 4 403 4 2
split_gain=2.11586e-08 9.06881e-08 5.47139e-08 5.00542e-08 2.43563e-07 1.69394e-07 1.21317e-07 1.00566e-07 6.13631e-08 1.07421e-07 6.5002e-08 9.18747e-08 6.56514e-08 1.92611e-07 1.77172e-07 1.17596e-07 1.18182e-07 1.09703e-07 1.40243e-07 1.64521e-07 1.69758e-07 1.05054e-07 1.24085e-07 3.40454e-07 3.10071e-07 8.63929e-07 1.05013e-07 2.13083e-07 1.79455e-07 1.67375e-07
threshold=-0.083134999999999987 -0.08231999999999999 -0.082399999999999987 0.26753000000000005 -0.10850999999999998 0.10622000000000002 -0.079864999999999978 0.092470000000000011 -0.085254999999999984 -0.010344999999999998 0.11171000000000002 -0.24021999999999996 -0.0065549999999999992 0.090535000000000018 -0.13783499999999996 0.057610000000000008 0.097135000000000013 0.089570000000000025 0.111945 0.089875000000000024 -0.012979999999999998 -0.0097949999999999982 -0.083804999999999977 0.089295000000000013 0.10022000000000002 -0.092474999999999988 -0.081714999999999996 -0.0064299999999999991 -0.080924999999999983 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 7 -7 8 10 -10 11 -1 21 14 -14 16 17 18 19 20 -16 22 24 -24 26 -26 27 29 -28 -13
right_child=1 2 -4 4 -6 6 -8 -9 9 -11 -12 12 13 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=6.3763940767619889e-06 5.0317141576789783e-06 -4.6458115411004055e-06 1.5808947690047687e-07 2.914697312195946e-06 -1.0554241429417744e-05 8.8856049467936191e-06 -3.1069622049731807e-09 -5.6320080082704829e-06 7.5598236830758301e-07 -9.1363128376542601e-06 -5.3898884237182559e-06 5.0717424528556883e-06 7.6348422265690043e-06 -1.0484177030889442e-05 -9.0193420510331626e-06 -8.5306835403157912e-06 5.592477820755449e-06 2.372843644851938e-06 2.3785316498419733e-06 -1.1421355453245681e-05 3.1360034780744981e-06 5.4725278310367066e-06 1.0201000820112919e-07 1.4249293797712943e-05 5.7940872379514902e-06 -2.2562396897931403e-05 -9.7693861630432375e-06 9.3227602805460015e-06 -2.0692929060728417e-08 -6.6196962015965251e-06
leaf_weight=22 38 24 1954 29 25 34 28 37 23 21 23 24 23 22 20 22 25 44 29 31 27 38 75 22 21 22 20 35 338 25
leaf_count=22 38 24 1954 29 25 34 28 37 23 21 23 24 23 22 20 22 25 44 29 31 27 38 75 22 21 22 20 35 338 25
internal_value=0 1.92764e-07 9.98015e-08 -3.51694e-07 -3.32092e-06 -1.99136e-07 4.87135e-06 -5.17002e-07 -3.18205e-07 -3.96534e-06 -1.41472e-07 -5.07199e-09 -1.67751e-07 -1.56094e-06 -6.72651e-07 -1.63766e-06 -7.76036e-07 -1.83043e-06 -3.55887e-06 -5.76637e-06 -2.03648e-06 3.78288e-07 4.56742e-08 3.31067e-06 -6.07325e-07 -8.71388e-06 1.81321e-07 3.36341e-06 -5.65313e-07 -8.93277e-07
internal_weight=0 2016 1978 1105 54 1051 62 989 952 44 908 885 863 243 221 198 176 151 107 78 47 620 582 97 485 43 442 84 358 49
internal_count=3121 2016 1978 1105 54 1051 62 989 952 44 908 885 863 243 221 198 176 151 107 78 47 620 582 97 485 43 442 84 358 49
is_linear=0
shrinkage=0.1


Tree=6475
num_leaves=31
num_cat=0
split_feature=448 1348 148 132 393 15 151 51 1375 150 150 52 456 456 456 130 151 151 150 1373 457 124 1 151 448 48 9 10 2 151
split_gain=1.97271e-08 4.49972e-08 2.45697e-08 1.98404e-08 1.15921e-07 5.0193e-08 2.00648e-08 7.95616e-08 1.66133e-07 8.36403e-08 1.38826e-07 8.6519e-08 4.59236e-08 5.16222e-08 4.84792e-08 5.14244e-08 4.90483e-08 5.97223e-08 5.01493e-08 4.2855e-08 9.85759e-08 3.4351e-08 3.3378e-08 3.31808e-08 4.43131e-08 5.10663e-08 7.20527e-08 6.76464e-08 1.18015e-07 5.02617e-08
threshold=0.068920000000000023 0.091105000000000005 -0.088884999999999978 -0.083174999999999985 0.12069000000000002 0.091475000000000015 -0.088279999999999983 -0.085604999999999987 -0.15308499999999997 0.091105000000000005 0.083340000000000011 -0.016329999999999997 0.091580000000000009 0.10657000000000001 0.089235000000000023 -0.23123999999999997 -0.085684999999999997 -0.085134999999999975 -0.089939999999999978 1.0000000180025095e-35 0.098180000000000003 -0.0066649999999999991 0.16540500000000002 -0.08341999999999998 -0.071684999999999985 -0.032929999999999994 0.092410000000000006 0.053330000000000009 -0.080614999999999978 -0.0060399999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 7 -5 -9 10 -10 -11 14 -14 15 -8 21 -18 -19 20 22 -17 23 -20 -25 -26 27 28 -27 -30
right_child=-2 -3 3 4 -6 -7 12 8 9 11 -12 -13 13 -15 -16 16 17 18 19 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-2.7313729250718925e-06 -3.1305393099501093e-06 3.8742803144486969e-06 -3.0308866849452148e-07 -4.3806774731554773e-06 7.4855675328373254e-06 -4.7029623692651517e-06 4.8694771640796155e-06 9.6731103645236998e-06 2.9583889782575225e-07 1.0438256178228281e-06 9.5879296191014882e-06 -7.7453196235226286e-06 6.1510889463534116e-06 -6.6506968778412555e-07 -4.574128355253985e-06 -4.8081745738024688e-07 5.2707559266959189e-06 -4.0176883395304229e-06 -2.937945238364911e-06 3.7231982090209691e-06 -5.5075723668268798e-06 -5.9513720737906325e-06 -3.8806780118896064e-06 4.5471800603991147e-06 -3.6988552715734433e-06 7.7363643094940931e-06 4.5352558875796003e-06 -4.691044121803619e-06 3.4867309376217814e-06 -4.8466644227824869e-08
leaf_weight=33 20 30 191 24 21 30 21 23 82 24 20 21 25 20 24 22 21 32 37 30 33 24 22 22 36 20 36 30 41 2106
leaf_count=33 20 30 191 24 21 30 21 23 82 24 20 21 25 20 24 22 21 32 37 30 33 24 22 22 36 20 36 30 41 2106
internal_value=0 2.01985e-08 -1.74513e-08 1.20284e-08 8.36071e-08 -9.00357e-07 2.80129e-08 1.00909e-06 1.76999e-06 5.33452e-07 2.11782e-06 -3.05778e-06 -4.5134e-08 3.12169e-06 -1.00866e-07 -5.84822e-08 -9.96793e-08 -3.93282e-08 -8.49363e-08 -3.27821e-08 -8.00668e-08 -3.33502e-06 -3.85078e-09 3.27859e-08 8.07637e-08 3.74577e-08 9.76939e-08 2.49801e-08 9.02688e-08 1.9043e-08
internal_weight=0 3101 3071 3038 2817 221 2796 194 170 147 102 45 2602 45 2557 2533 2512 2466 2445 2413 2383 46 2350 2328 2291 2269 2233 2197 2167 2147
internal_count=3121 3101 3071 3038 2817 221 2796 194 170 147 102 45 2602 45 2557 2533 2512 2466 2445 2413 2383 46 2350 2328 2291 2269 2233 2197 2167 2147
is_linear=0
shrinkage=0.1


Tree=6476
num_leaves=31
num_cat=0
split_feature=130 12 472 1429 12 0 1428 132 12 394 15 13 1213 15 2 15 401 51 156 15 3 15 15 13 42 47 0 0 159 2
split_gain=2.07983e-08 5.79903e-08 1.8093e-08 4.72509e-08 2.16074e-08 1.83034e-07 7.57064e-08 4.07397e-08 6.80562e-07 2.80476e-07 7.0569e-08 3.64976e-08 3.70194e-08 8.65461e-08 8.80728e-08 7.70121e-08 5.02587e-08 3.06689e-08 2.87552e-08 2.99683e-08 9.58682e-08 4.98066e-08 6.00061e-08 4.17079e-08 2.68521e-08 2.5264e-08 3.21821e-08 2.53503e-07 1.08461e-07 1.01831e-07
threshold=-0.23647499999999996 0.23631000000000002 -0.38234499999999999 -0.23587499999999997 0.099815000000000015 0.10455500000000001 0.094820000000000015 -0.083284999999999984 0.091475000000000015 0.09759000000000001 0.084905000000000022 -0.13710499999999998 -0.063509999999999997 0.11171000000000002 0.11747 0.092145000000000019 0.021890000000000003 0.13455000000000003 -1.0000000180025095e-35 -0.09551999999999998 -0.13309499999999996 -0.072289999999999979 -0.053579999999999996 0.054800000000000008 -0.050249999999999996 0.13302500000000003 -0.067094999999999988 -0.068604999999999985 0.10545500000000001 0.093680000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 11 7 8 10 25 -5 -6 15 16 -15 -13 17 18 -14 20 -20 -21 -23 24 -24 26 27 -9 29 -28
right_child=1 -3 3 4 5 -7 -8 9 -10 -11 -12 12 13 14 -16 -17 -18 -19 19 21 -22 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-3.2144127339961417e-06 -2.7507697456149081e-06 5.1366188327764664e-06 4.5211081867265701e-06 3.1937701066908631e-07 3.3339293816391513e-06 -9.7976899875599595e-06 5.9183512689742207e-06 2.3965894648777756e-08 1.8806327764195887e-05 -1.0828479237545708e-05 -5.075963412082274e-06 -9.464693713804687e-07 -3.8121357255249679e-06 -8.1588755332025671e-06 -2.0703648190717035e-07 6.6735504030172411e-06 4.1372675834736591e-06 -4.2282407884201916e-06 3.0353833437857247e-06 4.5185053434784834e-06 -5.3254724718954094e-06 -4.9645985041024693e-06 5.6506604302003764e-06 -1.9441231824270357e-06 8.8285517752713844e-07 -2.7559142338873246e-06 -3.2238048527654394e-07 -1.0770813316247024e-05 -3.0290811645365884e-06 3.0660215924549028e-06
leaf_weight=20 24 22 23 100 27 21 22 1952 20 24 32 36 20 30 26 21 25 21 24 31 32 20 21 27 27 32 162 22 61 196
leaf_count=20 24 22 23 100 27 21 22 1952 20 24 32 36 20 30 26 21 25 21 24 31 32 20 21 27 27 32 162 22 61 196
internal_value=0 2.07383e-08 -1.58155e-08 5.67019e-09 -2.85828e-08 -7.04625e-07 7.68313e-08 2.74221e-08 1.61601e-06 -7.11754e-08 -9.88584e-07 -2.12475e-07 -4.77718e-07 -9.1621e-07 -4.46695e-06 1.86091e-06 -1.1443e-07 -5.91078e-07 -2.12957e-07 1.82557e-07 -1.74225e-06 1.03803e-06 -9.77088e-08 1.20013e-06 2.96877e-06 3.52886e-08 7.26135e-08 -9.63407e-08 8.68593e-07 1.53272e-06
internal_weight=0 3101 3079 3055 3032 409 2623 2601 152 2449 132 388 361 304 56 57 248 223 202 182 56 126 95 75 48 2425 2393 1974 419 358
internal_count=3121 3101 3079 3055 3032 409 2623 2601 152 2449 132 388 361 304 56 57 248 223 202 182 56 126 95 75 48 2425 2393 1974 419 358
is_linear=0
shrinkage=0.1


Tree=6477
num_leaves=31
num_cat=0
split_feature=1203 16 1185 401 1213 13 1212 403 1210 1209 484 481 3 42 2 3 401 13 15 12 2 4 403 12 1203 1213 1 3 12 15
split_gain=2.03118e-08 5.15648e-08 3.49969e-08 2.75945e-08 2.93466e-08 8.91395e-08 3.19257e-08 2.57337e-08 1.50072e-07 1.44981e-07 1.09057e-07 2.94005e-07 1.21889e-07 2.9664e-07 4.23987e-07 1.7311e-07 1.69748e-07 1.27629e-07 1.34129e-07 1.26233e-07 1.0294e-07 1.64299e-07 1.01215e-07 8.54236e-08 1.02136e-07 9.84341e-08 7.16321e-08 6.70846e-08 6.43283e-08 1.27044e-07
threshold=0.090185000000000001 -0.074319999999999983 -0.093764999999999987 0.13837000000000002 0.17417500000000002 -0.084319999999999992 0.13631000000000001 -0.0047449999999999992 -0.064799999999999983 -0.087714999999999987 -0.081614999999999979 -0.081614999999999979 -0.082334999999999978 0.086135000000000003 0.086675000000000016 -0.081644999999999981 1.0000000180025095e-35 -0.080519999999999994 0.093115000000000017 0.085250000000000006 0.089005000000000015 0.0049200000000000008 -0.092474999999999988 0.087535000000000016 0.084545000000000009 -0.081599999999999992 0.092235000000000025 -0.091354999999999978 0.089885000000000007 0.085035000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 9 -9 -4 -11 -12 13 19 -15 -14 17 -17 20 22 -19 -22 -13 25 28 -21 -20 -27 29 -25
right_child=1 -3 3 -5 5 -7 -8 8 -10 10 11 12 15 14 -16 16 -18 18 26 23 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-3.9252432385262138e-06 -1.7336586524277442e-07 5.5662265723462362e-06 8.1941925974623093e-06 -3.711838216986507e-06 7.4570540034203853e-06 -6.240128408162258e-07 -3.7407421666063353e-06 -6.7479083685886033e-06 -5.4761649397023587e-08 -5.5079332667211871e-06 1.1413277441837029e-05 4.5994552806405413e-07 8.8840791308499439e-06 -1.406137236662707e-05 3.4689650667794264e-06 -5.7463772502939848e-06 8.6024128961526e-06 4.5113870369691129e-06 1.0069578847833328e-05 -8.4664149471791458e-06 -1.0554331005810778e-05 6.3407119638116325e-07 1.0520513895997397e-05 1.1099779738225183e-06 7.2549336653624092e-06 -5.0250518184343084e-06 1.6060042435128706e-06 2.2450593636828369e-06 1.4823977230093988e-06 -9.2500605842360544e-06
leaf_weight=23 49 23 24 20 21 39 23 34 2276 31 24 20 31 37 22 35 24 22 20 25 21 35 20 29 21 22 20 30 80 20
leaf_count=23 49 23 24 20 21 39 23 34 2276 31 24 20 31 37 22 35 24 22 20 25 21 35 20 29 21 22 20 30 80 20
internal_value=0 1.66012e-06 -3.92068e-08 -9.66982e-09 1.4962e-08 2.20436e-06 -2.96286e-08 -4.27194e-10 -1.53275e-07 5.75559e-07 2.65122e-07 5.85848e-07 9.92216e-08 -1.10758e-06 -7.52464e-06 1.99065e-06 7.83324e-07 -4.43199e-07 1.12978e-06 3.10423e-07 -1.28459e-06 -3.56158e-06 5.49023e-06 -6.02318e-07 7.87557e-07 -3.30987e-06 5.83779e-06 -8.30757e-07 -2.65272e-07 -3.11861e-06
internal_weight=0 72 3049 3026 3006 60 2946 2923 2310 613 589 558 534 326 59 208 177 153 118 267 78 56 40 227 150 77 40 52 129 49
internal_count=3121 72 3049 3026 3006 60 2946 2923 2310 613 589 558 534 326 59 208 177 153 118 267 78 56 40 227 150 77 40 52 129 49
is_linear=0
shrinkage=0.1


Tree=6478
num_leaves=31
num_cat=0
split_feature=403 403 403 402 1210 52 132 399 1204 132 393 151 43 43 42 2 130 4 3 12 4 403 403 403 52 42 52 12 13 16
split_gain=1.93576e-08 5.0347e-08 7.4168e-08 3.18075e-08 3.0576e-08 2.08343e-08 8.38753e-08 6.51114e-07 4.67702e-07 1.15449e-07 8.4058e-08 5.28657e-08 5.41433e-08 1.32353e-07 1.18127e-07 2.07742e-07 1.91386e-07 1.84621e-07 1.19253e-07 1.2598e-07 1.04939e-07 5.63113e-08 7.47541e-08 6.62335e-08 1.1824e-07 1.83115e-07 1.00299e-07 1.47304e-07 8.75726e-08 1.47392e-07
threshold=-0.55327499999999985 -0.54856499999999986 -0.53960999999999981 0.23460000000000003 -0.094799999999999982 0.048520000000000008 -0.083284999999999984 0.091580000000000009 -0.08130999999999998 -0.1075 0.10585500000000002 0.015440000000000001 -0.082689999999999986 -0.081154999999999991 0.087745000000000004 0.10584500000000001 0.085970000000000005 -0.065794999999999979 -0.082689999999999986 0.091200000000000017 -0.085409999999999986 0.072365000000000027 0.10584500000000001 -0.090774999999999981 0.086635000000000004 0.090990000000000015 0.085540000000000019 0.084225000000000008 -0.097224999999999992 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 9 -8 -6 -10 12 14 -14 16 17 18 -16 19 -7 -18 23 -23 24 -15 -26 27 -25 -28 -30
right_child=1 2 3 -5 5 11 8 -9 10 -11 -12 -13 13 21 15 -17 20 -19 -20 -21 -22 22 -24 26 25 -27 28 -29 29 -31
leaf_value=2.3054476716626803e-06 -4.4963076143176292e-06 6.0793449824814166e-06 3.350933588485027e-06 -3.3851977799973354e-06 2.0259845779786996e-06 -1.02941030771784e-05 -1.4822789037117175e-05 1.6926196770327805e-05 1.1334273960889782e-07 -6.0460845224283462e-06 6.4770650559304557e-06 4.5807399709745029e-06 -8.8994461100355691e-06 6.6953374933855868e-06 2.692193101967615e-06 -3.0765544797759508e-06 9.0920719230780385e-06 1.5471818259840119e-05 2.1571914603753057e-06 -9.4290105153049801e-07 6.1663458173673764e-07 4.0012419076949715e-06 -1.0016855734207297e-06 -1.0456001616054485e-05 -4.853258938394302e-06 4.5515872302161918e-06 3.0148306937007874e-06 -1.2336913286173174e-06 -9.9096038770809593e-07 -9.5770683964517611e-06
leaf_weight=36 25 20 27 28 37 34 21 25 1791 34 21 21 20 29 26 25 21 20 23 25 48 56 64 29 47 37 50 43 417 21
leaf_count=36 25 20 27 28 37 34 21 25 1791 34 21 21 20 29 26 25 21 20 23 25 48 56 64 29 47 37 50 43 417 21
internal_value=0 -2.69017e-08 9.61308e-09 -3.03194e-08 8.68083e-10 -2.9434e-08 1.66037e-07 3.04739e-06 1.51318e-08 -1.83951e-06 1.87094e-07 -3.86503e-07 -4.87287e-07 -8.65236e-07 8.96824e-07 4.26084e-06 -6.84932e-07 8.24855e-06 -3.95069e-06 -6.33173e-06 3.19612e-06 -6.62608e-07 1.33301e-06 -1.01844e-06 1.19e-06 -7.10648e-07 -1.46407e-06 -4.94823e-06 -9.50015e-07 -1.40262e-06
internal_weight=0 3085 3060 3040 3012 2985 1929 96 1833 71 1812 1056 1035 813 222 71 151 46 82 59 69 793 120 673 113 84 560 72 488 438
internal_count=3121 3085 3060 3040 3012 2985 1929 96 1833 71 1812 1056 1035 813 222 71 151 46 82 59 69 793 120 673 113 84 560 72 488 438
is_linear=0
shrinkage=0.1


Tree=6479
num_leaves=31
num_cat=0
split_feature=132 399 399 130 50 1204 393 1 131 16 16 1427 160 1371 131 131 480 481 1456 480 483 129 0 2 15 131 12 12 52 2
split_gain=2.02e-08 9.83421e-08 5.80901e-08 7.49304e-08 2.55479e-08 2.77001e-08 2.46724e-08 6.64303e-08 2.23649e-08 2.71272e-08 3.01167e-08 2.22771e-08 6.8955e-08 3.08834e-08 2.95733e-08 2.18227e-07 7.827e-08 3.09861e-07 6.70789e-08 5.85127e-08 5.62592e-08 6.6519e-08 5.34766e-08 1.40163e-07 1.66474e-07 6.99858e-08 9.88845e-08 9.49765e-08 9.28961e-08 6.61989e-08
threshold=-0.083449999999999983 0.091580000000000009 0.091895000000000018 0.096010000000000012 0.09227500000000001 -0.085719999999999977 0.092175000000000021 0.08801500000000001 -0.076979999999999979 -0.072804999999999981 -0.082404999999999992 0.089335000000000012 -0.075414999999999982 0.08976000000000002 0.090690000000000007 0.090150000000000022 0.11240000000000001 -0.00058999999999999992 -0.065759999999999985 0.10344000000000002 0.095085000000000017 0.080675000000000011 -0.080309999999999979 0.084305000000000005 -0.013969999999999998 0.11767000000000001 0.094580000000000011 0.097145000000000023 -0.063789999999999986 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 -4 5 -1 11 -8 -7 10 -10 13 -13 14 15 16 19 -18 -16 -2 21 22 23 24 -20 27 -27 28 -24 -25
right_child=1 -3 3 -5 -6 8 7 -9 9 -11 -12 12 -14 -15 18 -17 17 -19 20 -21 -22 -23 25 29 -26 26 -28 -29 -30 -31
leaf_value=3.8641206037937083e-06 -2.2487962405094159e-08 5.1231769168979507e-06 -8.1215832709779579e-06 -4.960417715230269e-08 -3.1791189243172674e-06 2.1467141785080911e-06 1.6915353080548812e-06 -6.3613295554075331e-06 -1.2005842412185437e-06 -3.5239156448239685e-06 3.4325763317610834e-06 5.9198698118052561e-06 -1.1388498933229129e-06 -3.4324710546011028e-06 6.2547002760931552e-06 -1.0240261556083126e-05 1.3186198447669995e-05 -4.4166848056192974e-06 1.5701249608213176e-06 -4.7046569761732833e-06 -4.3339022795407802e-06 -3.3795339992259699e-06 9.160054273875344e-07 -4.1969549304212706e-06 1.2502639756261349e-05 7.7681697486854237e-06 -1.8461675813341573e-06 4.3509095699789664e-06 -6.7984620643159905e-06 2.2470167642361296e-06
leaf_weight=20 2328 38 23 23 23 32 20 21 47 28 20 25 31 26 22 21 20 20 30 27 22 32 27 25 26 23 20 20 37 44
leaf_count=20 2328 38 23 23 23 32 20 21 47 28 20 25 31 26 22 21 20 20 30 27 22 32 27 25 26 23 20 20 37 44
internal_value=0 6.93701e-08 -9.32988e-07 -4.08559e-06 -7.99296e-08 4.04978e-07 2.3856e-09 -2.4331e-06 -1.39769e-07 -9.09953e-07 1.82449e-07 3.772e-08 2.01236e-06 -2.2006e-09 3.0302e-08 -9.06593e-08 -1.6649e-09 4.38476e-06 9.21285e-07 -7.61689e-08 5.37837e-07 9.15225e-07 1.46059e-06 2.92894e-06 6.64594e-06 1.53685e-08 3.29638e-06 -1.6642e-06 -3.54392e-06 -8.77556e-08
internal_weight=0 2905 216 46 170 147 2867 41 127 95 67 2826 56 2770 2744 2416 2395 40 328 2355 306 284 252 125 56 127 43 84 64 69
internal_count=3121 2905 216 46 170 147 2867 41 127 95 67 2826 56 2770 2744 2416 2395 40 328 2355 306 284 252 125 56 127 43 84 64 69
is_linear=0
shrinkage=0.1


Tree=6480
num_leaves=31
num_cat=0
split_feature=1206 1446 479 481 42 481 52 484 2 52 2 49 2 160 483 2 50 133 0 13 12 483 484 484 483 2 1210 2 132 42
split_gain=1.96879e-08 1.92479e-08 5.66428e-08 4.54115e-08 1.63054e-07 3.8718e-08 2.16186e-07 1.92616e-08 7.72382e-08 1.17094e-07 1.1596e-07 2.28613e-07 1.60096e-07 1.11938e-07 6.01018e-08 5.1785e-08 1.39745e-07 7.05212e-08 6.71022e-08 5.9698e-08 4.73271e-08 4.13739e-08 1.88518e-07 1.07949e-07 4.52757e-08 3.6645e-08 2.75248e-07 1.8781e-07 1.31233e-07 6.86327e-07
threshold=1.0000000180025095e-35 -0.09143999999999998 0.10713500000000002 -0.15265499999999996 0.083935000000000023 -0.086484999999999992 -0.0092699999999999987 -0.023814999999999996 0.083385000000000015 -0.024714999999999997 0.087470000000000006 0.0043850000000000009 0.088475000000000012 -0.019279999999999995 0.11494000000000001 0.10402500000000002 0.10377500000000002 0.090665000000000009 -0.078244999999999995 -0.051094999999999995 0.089735000000000023 0.096460000000000018 0.10126500000000001 0.12955000000000003 0.094820000000000002 0.084755000000000011 -0.14175499999999996 0.084985000000000019 -0.083284999999999984 -0.021469999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 8 9 -7 11 13 -12 -10 15 16 17 18 -14 -17 -11 24 -23 -24 25 26 -9 -27 29 -28
right_child=-2 2 -4 5 -6 7 -8 21 10 20 12 -13 14 -15 -16 19 -18 -19 -20 -21 -22 22 23 -25 -26 27 28 -29 -30 -31
leaf_value=-2.743355895745481e-06 -3.1274376988221777e-06 3.7546233124885477e-06 3.9316851715173818e-06 -2.2548571050002036e-06 -8.1582905463788098e-06 -1.004447494779015e-05 9.718684954350465e-06 1.1639215860916672e-05 -3.75440632609525e-06 1.7996587741566016e-06 -9.0001455265811948e-06 1.2603986001522572e-05 7.5337111612123625e-07 5.0792517938064598e-06 -4.9715445287723063e-06 1.1333732706985663e-06 9.2099716831788627e-06 4.7664807363451638e-06 -6.5464290668160179e-06 -4.5994632922188699e-06 -3.7521202356776271e-06 7.8874212964105292e-06 -7.141841921934212e-06 2.2723962407828117e-06 -4.7239284930356013e-06 -7.5713535726904155e-06 1.9507158737854168e-05 -6.1232183059074663e-08 -1.0190216730541716e-07 -2.3108126051194793e-06
leaf_weight=25 20 20 37 38 27 20 25 22 32 28 23 20 34 26 23 39 21 22 20 34 34 35 21 29 20 34 21 1614 711 46
leaf_count=25 20 20 37 38 27 20 25 22 32 28 23 20 34 26 23 39 21 22 20 34 34 35 21 29 20 34 21 1614 711 46
internal_value=0 2.01732e-08 4.26336e-08 -4.71578e-09 -3.08897e-06 4.37333e-08 2.49655e-06 -9.02439e-09 -6.77242e-07 -3.39111e-06 7.96878e-08 3.38461e-06 -1.11375e-06 2.05509e-07 -1.73926e-07 4.75164e-07 1.98926e-06 -5.93931e-09 -1.95026e-06 -1.53671e-06 -1.24487e-06 8.93891e-08 2.25859e-06 -1.68158e-06 1.46799e-08 5.3394e-08 6.08704e-07 -2.16174e-07 2.96787e-07 4.52766e-06
internal_weight=0 3101 3076 3039 47 2992 63 2929 376 82 294 78 216 58 193 170 97 76 54 73 62 2553 85 50 2468 2448 800 1648 778 67
internal_count=3121 3101 3076 3039 47 2992 63 2929 376 82 294 78 216 58 193 170 97 76 54 73 62 2553 85 50 2468 2448 800 1648 778 67
is_linear=0
shrinkage=0.1


Tree=6481
num_leaves=31
num_cat=0
split_feature=132 394 1203 400 1201 49 403 403 403 402 1210 130 130 11 1212 1212 158 16 13 3 1212 403 13 1210 403 42 1209 401 12 403
split_gain=2.09998e-08 8.35406e-08 5.51588e-08 2.60943e-08 1.94051e-08 1.89513e-08 1.78001e-08 4.43814e-08 5.62757e-08 3.36297e-08 3.31192e-08 1.96342e-08 4.0451e-08 1.87353e-08 1.84841e-08 1.59878e-07 1.3056e-07 1.09061e-07 4.60344e-08 5.60434e-08 3.43276e-08 8.82465e-08 6.93681e-08 2.23912e-08 1.68798e-07 2.44295e-07 5.4085e-08 2.16697e-08 2.1962e-07 6.90246e-08
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.10782000000000001 -0.08261499999999998 0.099465000000000012 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 0.23460000000000003 -0.094799999999999982 -0.22699999999999995 -0.14750499999999997 0.106895 0.087505000000000013 0.086860000000000007 0.10874500000000002 -0.024819999999999998 -0.070304999999999992 -0.082154999999999992 0.11796000000000001 -0.081224999999999992 -0.0034749999999999994 -0.00092999999999999995 -0.0047449999999999992 0.085010000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 0.097325000000000009 -0.44023999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 -2 -1 -6 -8 -9 10 -10 -12 -13 14 15 23 17 18 19 -16 21 22 -20 24 25 -14 27 28 -25 -29
right_child=1 -3 -4 -5 6 -7 7 8 9 -11 11 12 13 -15 16 -17 -18 -19 20 -21 -22 -23 -24 26 -26 -27 -28 29 -30 -31
leaf_value=-3.4995497316793314e-07 3.0526055979862577e-06 6.2095692473204425e-06 -5.9538601732356261e-06 -3.1028073408378987e-06 2.3107159167369846e-06 2.8657103896312905e-06 -4.2200024618068706e-06 5.2976808053273323e-06 3.8736367090760641e-06 -3.4740135463705103e-06 -3.1436646963811656e-06 4.3729679094082841e-06 -2.0868144648744646e-06 3.0162689040480472e-06 7.5780374237766073e-06 -9.0398136671865361e-06 7.9503881683313419e-06 -5.564957524863228e-06 -5.2731049254362003e-06 9.422200374891483e-07 -2.8287844329230103e-06 5.5137289291248438e-06 1.8592120310737906e-06 -9.4888203679353145e-06 -5.2014343088591923e-06 1.0086659447949843e-05 -4.3414185893198016e-06 4.8207057637949312e-06 5.1532795241371331e-06 -8.953104688781592e-08
leaf_weight=144 21 22 20 31 33 21 25 20 22 28 20 21 32 20 20 20 23 30 25 35 34 28 30 21 27 34 30 29 20 2235
leaf_count=144 21 22 20 31 33 21 25 20 22 28 20 21 32 20 20 20 23 30 25 35 34 28 30 21 27 34 30 29 20 2235
internal_value=0 7.0722e-08 -9.51286e-07 -4.4082e-07 2.38768e-08 5.93115e-08 1.65342e-09 -2.52816e-08 1.21179e-08 -2.58531e-08 9.17899e-09 -2.19176e-08 1.08717e-09 -3.30047e-08 -5.58201e-08 -1.35543e-07 8.11569e-07 -1.26633e-09 9.69145e-07 3.35524e-06 -1.52526e-07 9.43773e-07 -1.38275e-06 -6.21969e-08 1.45946e-06 4.18437e-06 -1.22802e-07 -6.78963e-08 -2.34633e-06 -2.66349e-08
internal_weight=0 2905 216 196 2883 165 2862 2829 2804 2784 2756 2734 2714 2693 2673 2448 225 202 172 55 117 83 55 2428 93 66 2335 2305 41 2264
internal_count=3121 2905 216 196 2883 165 2862 2829 2804 2784 2756 2734 2714 2693 2673 2448 225 202 172 55 117 83 55 2428 93 66 2335 2305 41 2264
is_linear=0
shrinkage=0.1


Tree=6482
num_leaves=31
num_cat=0
split_feature=12 4 12 1 142 11 9 10 16 15 2 0 2 147 147 483 158 4 124 14 473 150 52 1184 16 16 42 1210 12 16
split_gain=1.71845e-08 4.29581e-08 1.81919e-08 9.43506e-08 6.23062e-08 3.89163e-08 5.2387e-08 5.81423e-08 5.35168e-07 3.31373e-07 4.26999e-08 5.59081e-08 5.39788e-08 3.57779e-08 3.75082e-08 4.35946e-08 3.29739e-08 2.48592e-08 8.63071e-08 6.22719e-08 7.12364e-08 2.84697e-08 3.10982e-08 2.41376e-08 2.52685e-08 8.14898e-08 2.97875e-07 1.02956e-07 6.82154e-08 1.34658e-07
threshold=0.23631000000000002 0.63113500000000011 0.12757000000000002 0.11669000000000002 -0.057499999999999989 -1.0000000180025095e-35 0.091600000000000015 -0.0093599999999999985 -0.056919999999999991 -0.094329999999999983 -0.045829999999999989 -0.055064999999999996 -0.0050599999999999994 0.099730000000000027 0.093875000000000014 -0.47181499999999993 0.13374000000000003 0.50996500000000011 -1.0000000180025095e-35 -0.31455999999999995 0.084020000000000011 -0.15178999999999995 0.62951500000000016 0.089075000000000015 -0.083134999999999987 -0.082179999999999989 -0.088249999999999981 -0.12043 0.10832500000000002 -0.105305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 7 8 9 -7 11 -9 -12 14 15 -14 17 19 -19 -17 21 -21 23 24 28 26 -26 -27 -23 -30
right_child=-2 -3 3 -5 5 6 -8 10 -10 -11 12 -13 13 -15 -16 16 -18 18 -20 20 -22 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=5.2063599142733764e-06 -2.7233186578403389e-06 3.9193915150852784e-06 8.2516674832315094e-07 -7.2113252740347807e-06 -3.7290001192299575e-06 -1.3849946690243088e-05 -3.672221280594027e-06 -7.0006427154112315e-06 1.2382036518775909e-05 2.5586013308043221e-06 4.0544697585022673e-06 3.8697911090171802e-07 3.9110064644124323e-06 3.6081926753939587e-06 -3.9056003370205873e-06 4.7986311747755043e-06 -4.0023892638817508e-06 2.8180836559179379e-06 -5.1750169684185361e-06 3.7757204609079056e-06 -5.973827107936813e-06 -2.4121229588494571e-07 -3.7554153829494847e-06 3.3968404208973792e-06 -3.3983120572330613e-06 -4.8450928150877986e-06 1.3074582749963848e-05 2.309846567634269e-07 1.3482397530527703e-06 -9.5950207235981242e-06
leaf_weight=23 23 28 48 21 28 20 38 20 34 32 33 21 28 27 25 27 21 22 35 20 20 783 22 21 23 41 21 1571 22 23
leaf_count=23 23 28 48 21 28 20 38 20 34 32 33 21 28 27 25 27 21 22 35 20 20 783 22 21 23 41 21 1571 22 23
internal_value=0 2.02215e-08 -1.53409e-08 -1.62072e-06 2.15705e-08 -1.84732e-08 1.67454e-08 6.48844e-08 2.62634e-06 -3.75238e-06 -1.30652e-08 -3.21674e-06 3.40984e-08 -1.4111e-08 -5.00017e-08 -1.43017e-08 -5.54352e-08 -2.41692e-08 -2.08996e-06 2.1224e-08 -2.90253e-08 1.76555e-08 -1.20878e-08 2.07878e-08 -7.75374e-09 2.17774e-07 4.46375e-06 1.01878e-07 -4.58808e-07 -4.24498e-06
internal_weight=0 3098 3070 69 3001 2978 2950 2912 86 52 2826 41 2785 2752 2725 2700 2672 2651 57 2594 2567 2547 2527 2505 2484 1656 44 1612 828 45
internal_count=3121 3098 3070 69 3001 2978 2950 2912 86 52 2826 41 2785 2752 2725 2700 2672 2651 57 2594 2567 2547 2527 2505 2484 1656 44 1612 828 45
is_linear=0
shrinkage=0.1


Tree=6483
num_leaves=31
num_cat=0
split_feature=4 13 1 4 471 157 474 0 1 121 9 4 45 11 33 475 1429 47 47 47 124 123 0 159 39 123 13 474 156 471
split_gain=1.74297e-08 6.63896e-08 4.1211e-08 2.76656e-08 8.33073e-08 8.16294e-08 4.03388e-08 2.58422e-08 4.1899e-08 6.45851e-08 2.68045e-08 2.46792e-08 2.8867e-08 8.95214e-08 4.8046e-08 2.82507e-08 4.12385e-08 2.8669e-08 1.92785e-07 1.8024e-07 2.84754e-08 2.94378e-08 8.29858e-08 6.92069e-08 6.81763e-08 3.47546e-08 3.25299e-08 2.69533e-08 3.27566e-08 2.88044e-08
threshold=-0.50940999999999981 -0.055129999999999992 0.081315000000000012 -0.50052499999999989 -0.085064999999999988 -0.00078499999999999989 -0.25711499999999993 0.16094000000000003 0.16540500000000002 -0.094339999999999993 -0.092939999999999981 -0.39518999999999993 0.094030000000000016 -1.0000000180025095e-35 -0.009184999999999997 0.058495000000000012 0.11635000000000001 0.094160000000000008 0.096770000000000009 0.090100000000000013 0.10195500000000002 0.086445000000000008 -0.065229999999999996 0.085035000000000013 0.089790000000000023 0.084280000000000008 -0.074519999999999989 -0.091284999999999991 0.11538000000000002 0.093375000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2 -6 8 9 -8 -11 -12 13 -13 -15 16 17 19 -19 20 21 25 23 24 -23 27 -24 -16 29 -29
right_child=3 2 -4 4 6 -7 7 -9 -10 10 11 12 -14 14 15 -17 -18 18 -20 -21 -22 22 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-5.7522938536749281e-06 5.8561221020023247e-06 3.3019357618758038e-06 -1.780412067120825e-06 -6.4312314816561419e-06 4.3105935715588702e-06 -2.1212906690577611e-06 -5.2733659908485812e-06 -3.1261286542653233e-06 4.0369667772210965e-06 3.6950798513402106e-06 2.4876688780750555e-06 6.3757756896104018e-06 -2.8677972197702469e-06 -4.5800541358956888e-06 -3.2140958077994026e-06 2.5831585411478521e-06 -4.246753369740042e-06 1.0191237982954115e-05 1.9268028280239512e-07 -7.8041460134651671e-06 3.2870882661812251e-06 -1.0301510892098858e-05 4.7933856700410621e-06 3.0951386039445286e-07 -2.3357028531088213e-06 3.0368007550781555e-06 -7.7897913503089848e-07 -5.8509562905048363e-08 3.2521966534571424e-06 3.6633860504696801e-06
leaf_weight=25 29 27 39 20 22 23 23 26 26 20 40 22 35 23 26 42 23 21 236 30 26 21 20 26 22 38 22 2116 31 21
leaf_count=25 29 27 39 20 22 23 23 26 26 20 40 22 35 23 26 42 23 21 236 30 26 21 20 26 22 38 22 2116 31 21
internal_value=0 -1.36364e-06 2.9873e-07 4.09515e-08 1.02253e-09 2.32765e-06 4.45131e-08 1.25466e-08 4.05897e-08 4.56133e-09 4.69914e-08 2.13096e-08 -1.39115e-08 2.22006e-08 -2.87391e-08 9.7321e-09 -3.06128e-08 5.89748e-09 1.00968e-06 -1.01636e-07 -4.09475e-09 -4.06166e-08 -1.63009e-06 -3.76333e-06 -6.22598e-06 3.84296e-08 1.87453e-06 -1.35021e-08 2.48814e-08 -2.1935e-08
internal_weight=0 91 66 3030 2978 52 2958 2936 2910 2884 2861 2841 2801 2766 2744 2721 2679 2656 257 2399 2369 2343 111 69 43 2232 42 2194 2168 2137
internal_count=3121 91 66 3030 2978 52 2958 2936 2910 2884 2861 2841 2801 2766 2744 2721 2679 2656 257 2399 2369 2343 111 69 43 2232 42 2194 2168 2137
is_linear=0
shrinkage=0.1


Tree=6484
num_leaves=31
num_cat=0
split_feature=40 130 40 46 474 474 474 1446 1429 153 97 34 34 34 9 10 9 1420 52 475 471 157 52 1428 52 155 12 12 133 132
split_gain=2.08444e-08 4.75979e-08 3.35392e-08 1.86223e-08 2.51391e-08 3.44696e-08 2.58576e-08 3.77135e-08 3.28443e-08 3.73402e-08 2.95805e-08 5.39325e-08 5.52567e-08 3.01075e-08 5.35957e-08 7.04536e-08 6.2382e-08 3.05356e-08 5.75899e-08 9.70592e-08 5.30713e-08 4.54097e-08 3.364e-08 7.97725e-08 3.75887e-08 4.51367e-08 2.64531e-08 1.5653e-07 6.57406e-07 1.03412e-07
threshold=-0.24620999999999996 -0.22699999999999995 -0.15322999999999998 0.084955000000000017 0.11568500000000002 0.11147000000000001 0.10716000000000002 0.11655500000000001 0.11475 0.082840000000000011 -0.086464999999999986 -0.08786999999999999 -0.082914999999999989 -0.05547499999999999 0.091600000000000015 0.10223 0.082870000000000013 -0.08341999999999998 -0.56368999999999991 -0.085774999999999976 0.090250000000000011 -0.079969999999999986 -0.55061999999999989 -1.0000000180025095e-35 -0.5425549999999999 0.11245500000000001 0.090545000000000014 0.089570000000000025 0.088820000000000024 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 9 10 -4 -12 -13 -14 16 -16 17 21 19 -19 22 -15 -20 -24 -25 26 27 -26 -29 -28
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 11 12 13 14 15 -17 -18 18 20 -21 -22 -23 23 24 25 -27 29 28 -30 -31
leaf_value=3.2179842526147697e-06 -4.6556152111324168e-06 3.9950899593220256e-06 -3.8148601311149839e-06 2.0042669843355221e-06 -2.6718637341913462e-06 3.8429114530789901e-06 -3.4589508428242965e-06 -3.5451791548742523e-06 3.6276386799727335e-06 -4.3185233062104088e-06 3.8904116574182508e-06 -4.8862730439039932e-06 3.7201473796761256e-06 -6.6410756127360014e-07 -7.834454698922855e-06 3.6622721882973895e-07 5.490080655233344e-06 1.6422248639476795e-06 -3.388427388150878e-06 -7.4223524991255007e-06 5.0458057200687889e-06 5.8370043585786007e-06 5.774862703826026e-06 -3.8003849672699853e-06 -2.6393551957986677e-08 4.2493796718190427e-06 2.7725103068153671e-06 -1.1788388884738337e-06 1.7343861376233423e-05 -8.4805125375080394e-07
leaf_weight=20 22 21 20 45 36 23 22 30 25 20 36 23 22 21 20 22 21 21 29 27 21 22 24 26 1534 25 88 66 27 762
leaf_count=20 22 21 20 45 36 23 22 30 25 20 36 23 22 21 20 22 21 21 29 27 21 22 24 26 1534 25 88 66 27 762
internal_value=0 -2.07551e-08 1.23618e-08 -1.49885e-08 -4.51467e-08 -1.33826e-08 -4.34079e-08 -1.77796e-08 1.86856e-08 -1.26748e-08 1.74676e-08 4.44844e-08 -4.94561e-09 3.54685e-08 6.05529e-09 -3.53886e-06 6.0914e-08 1.85773e-08 -2.43166e-08 -3.4566e-06 3.89999e-08 2.66204e-06 -1.73738e-09 3.67477e-08 -1.7728e-08 2.15801e-08 -2.10904e-08 2.15116e-07 4.19872e-06 -4.73217e-07
internal_weight=0 3101 3079 3058 3013 2977 2954 2932 2902 2877 2857 2837 2801 2778 2756 42 2714 2693 2650 48 2602 43 2581 2552 2528 2502 2477 1627 93 850
internal_count=3121 3101 3079 3058 3013 2977 2954 2932 2902 2877 2857 2837 2801 2778 2756 42 2714 2693 2650 48 2602 43 2581 2552 2528 2502 2477 1627 93 850
is_linear=0
shrinkage=0.1


Tree=6485
num_leaves=31
num_cat=0
split_feature=132 1185 12 132 132 130 1203 2 130 40 4 131 131 480 12 480 1456 131 15 128 3 15 3 0 15 1373 150 1373 457 150
split_gain=1.96133e-08 1.04288e-07 5.5303e-08 1.49625e-07 2.92079e-08 3.81426e-08 2.53012e-08 5.44654e-08 1.8623e-08 3.14103e-08 2.22748e-08 1.77986e-08 9.79124e-08 6.57731e-08 3.20521e-07 5.40532e-08 4.54347e-08 5.58155e-08 9.86441e-08 6.40424e-08 1.07301e-07 7.17243e-08 5.9352e-08 6.34946e-08 5.94912e-08 2.80914e-08 1.05066e-07 5.39259e-08 5.29885e-08 4.60146e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.090165000000000009 -0.1075 -0.41127499999999995 0.10923000000000001 0.084545000000000009 0.085485000000000019 -0.23123999999999997 -0.24290999999999999 0.63113500000000011 0.090690000000000007 0.090175000000000019 0.11191000000000002 0.094435000000000005 0.10344000000000002 -0.065759999999999985 0.10314000000000002 0.083195000000000005 0.088865000000000013 -0.091354999999999978 0.093575000000000019 -0.082284999999999983 -0.064754999999999993 0.085935000000000025 0.085550000000000015 0.090480000000000019 1.0000000180025095e-35 0.31508000000000008 0.12416000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -4 -1 -8 -3 -10 11 12 13 15 -15 25 -13 18 -18 20 -19 22 24 -24 -22 27 -27 28 29 -11
right_child=1 8 3 -5 -6 -7 7 -9 9 10 -12 16 -14 14 -16 -17 17 19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-6.9746363295398885e-07 7.090856698119925e-06 2.8522598965893219e-06 4.0134620245556681e-06 -9.9326843093711609e-06 -2.9776099499060602e-06 -1.6957073330559071e-06 5.9742220070223661e-06 -6.2412343203473509e-07 -3.9537616726192938e-06 -5.6088551507924332e-08 2.9949222116556485e-06 4.7817334707360724e-06 -6.7374060777906798e-06 1.2622791845864239e-05 -4.8488347656097001e-06 -4.7303454994107596e-06 2.3892434899534071e-07 -8.3806754344095689e-06 6.3684139212859421e-06 4.1089567087945635e-06 4.5197871764281045e-07 -5.1340451237693844e-06 -4.9073992861512411e-06 2.216915967520353e-06 7.2542529596830722e-06 -6.4359898942711885e-06 2.9210723818366771e-06 4.612988811459218e-06 -4.3802475634687911e-06 3.8230442229295511e-06
leaf_weight=71 21 23 22 22 31 25 22 29 20 2253 25 25 22 21 21 25 97 20 36 23 36 27 29 22 20 28 21 25 28 31
leaf_count=71 21 23 22 22 31 25 22 29 20 2253 25 25 22 21 21 25 97 20 36 23 36 27 29 22 20 28 21 25 28 31
internal_value=0 6.93714e-08 -9.05892e-07 -2.64921e-06 -5.94903e-07 9.7667e-07 5.23061e-07 2.22222e-06 1.81375e-08 -4.69427e-09 2.31651e-08 -3.27401e-09 -9.58663e-08 -3.63009e-08 3.88698e-06 -1.04645e-07 6.80803e-07 3.50083e-07 1.89803e-06 -8.13067e-07 -1.54817e-06 -5.28398e-07 6.33774e-07 -1.83417e-06 2.88136e-06 -5.61779e-08 -2.42582e-06 -6.49352e-09 -5.64447e-08 -3.43833e-09
internal_weight=0 2899 222 100 78 47 122 51 2878 2855 2835 2810 2475 2453 42 2411 335 310 133 177 154 134 107 51 56 2386 49 2337 2312 2284
internal_count=3121 2899 222 100 78 47 122 51 2878 2855 2835 2810 2475 2453 42 2411 335 310 133 177 154 134 107 51 56 2386 49 2337 2312 2284
is_linear=0
shrinkage=0.1


Tree=6486
num_leaves=31
num_cat=0
split_feature=40 130 130 1446 479 481 42 479 483 158 481 43 403 403 1210 1210 1208 403 1210 130 13 402 1210 42 42 42 42 4 401 42
split_gain=2.00421e-08 4.3238e-08 2.942e-08 1.86787e-08 4.4962e-08 3.44277e-08 1.31381e-07 3.18152e-08 2.92991e-08 3.73252e-08 2.21597e-08 1.53751e-07 9.91919e-08 3.42968e-08 5.49971e-08 2.25613e-08 2.58152e-08 7.69383e-08 2.84131e-08 2.59305e-07 3.50488e-07 2.49019e-07 2.68814e-08 2.99068e-08 1.6366e-07 9.03247e-08 7.42287e-08 5.45519e-08 2.06412e-07 1.90919e-07
threshold=-0.24620999999999996 -0.22699999999999995 -0.14750499999999997 -0.09143999999999998 0.10713500000000002 -0.15265499999999996 0.083935000000000023 0.080360000000000015 -0.47356499999999996 0.13509500000000002 -0.087424999999999989 -0.025214999999999998 -0.55327499999999985 -0.54856499999999986 -0.41266499999999995 -0.14310999999999999 0.11846000000000001 -0.53255499999999989 -0.077744999999999995 0.08610000000000001 -0.088464999999999988 -0.092019999999999977 -0.064799999999999983 0.097640000000000018 0.096450000000000022 0.095885000000000012 0.099760000000000015 -0.072334999999999997 -0.06959499999999999 0.10256000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 8 -7 10 11 -10 -12 -14 -15 -16 17 -17 19 20 -19 -22 -20 24 25 -24 -25 -28 -29 -30
right_child=1 2 3 4 -6 7 -8 -9 9 -11 12 -13 13 14 15 16 -18 18 22 -21 21 -23 23 26 -26 -27 27 28 29 -31
leaf_value=3.1554416843704307e-06 -4.437844981194675e-06 3.3608103649385159e-06 -2.7394992193876535e-06 3.4202156211904373e-06 3.4697533022620987e-06 -3.6642909373602544e-06 -7.2732365264595575e-06 3.1918434655703862e-06 -8.1262755636337484e-06 4.3039744650741347e-06 5.7227341464264712e-06 3.8362396913899357e-06 -3.9037922484251043e-06 5.0718675993266519e-06 -3.2546843530409124e-06 -5.5884189084736144e-06 3.4531768354402938e-06 -4.7703186702654847e-06 -3.3396309281670261e-06 -8.3611907416525363e-06 1.7440166981233771e-05 2.7109948064207856e-06 -1.4364662438864286e-07 4.9085574969254257e-06 -8.2136608434666416e-06 6.0240955463086726e-06 2.475342735590694e-06 8.862744043653948e-06 -9.7503960056691066e-06 -3.6336591440781026e-07
leaf_weight=20 22 26 25 20 37 22 27 31 22 20 30 21 23 21 22 25 21 26 25 20 22 24 2226 40 25 24 78 20 26 130
leaf_count=20 22 26 25 20 37 22 27 31 22 20 30 21 23 21 22 25 21 26 25 20 22 24 2226 40 25 24 78 20 26 130
internal_value=0 -2.03543e-08 1.12095e-08 -1.73165e-08 5.15863e-09 -3.76999e-08 -2.72283e-06 5.1673e-09 -2.87452e-08 -1.07929e-09 -3.10692e-08 -2.28412e-06 3.18858e-09 -5.81361e-08 -2.62622e-08 -6.51368e-08 -3.94523e-08 -6.6507e-08 -1.51116e-08 1.71191e-06 4.50999e-06 9.75538e-06 -7.63629e-08 -4.46067e-08 -1.67262e-07 -7.78574e-08 9.0451e-07 2.73952e-07 -7.01665e-07 -1.92787e-06
internal_weight=0 3101 3079 3053 3028 2991 47 2944 2913 2891 2871 43 2828 2798 2775 2754 2732 2711 2686 92 72 46 2594 2569 2275 2250 294 254 176 156
internal_count=3121 3101 3079 3053 3028 2991 47 2944 2913 2891 2871 43 2828 2798 2775 2754 2732 2711 2686 92 72 46 2594 2569 2275 2250 294 254 176 156
is_linear=0
shrinkage=0.1


Tree=6487
num_leaves=31
num_cat=0
split_feature=130 40 15 15 15 158 52 1 15 51 402 45 3 3 2 2 2 3 48 52 15 51 3 1 13 3 34 2 1 10
split_gain=1.92022e-08 2.93387e-08 2.09377e-08 1.12195e-07 7.32515e-08 7.30564e-08 4.68083e-08 1.12995e-07 6.12811e-08 5.12259e-08 4.59687e-08 4.24475e-08 4.54737e-08 1.68156e-07 7.53029e-08 4.00677e-07 1.37175e-07 1.18253e-07 9.7146e-08 1.51677e-07 1.21288e-07 1.20679e-07 7.00502e-08 1.97902e-07 6.77786e-08 6.39031e-08 2.70348e-07 3.71276e-07 5.67156e-08 5.47359e-08
threshold=-0.23123999999999997 -0.24290999999999999 -0.10203999999999998 -0.099734999999999976 -0.10653 0.107145 0.15116000000000002 0.099660000000000012 -0.12255999999999999 -0.10316499999999999 0.095140000000000016 0.094030000000000016 -0.013929999999999998 -0.0096849999999999974 0.10644500000000001 0.11215000000000001 0.10188000000000001 -0.0037349999999999996 0.091475000000000015 -0.089199999999999988 -0.087679999999999994 -0.14283999999999999 0.10732000000000001 0.11230000000000001 -0.15416999999999995 -0.045649999999999989 -0.057544999999999992 0.10005000000000001 0.082535000000000011 -0.0093599999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 8 -8 9 -3 -11 12 24 -14 16 -16 17 -15 19 21 -21 -19 -17 -24 -5 29 -27 -28 -22 -26
right_child=1 2 3 11 -6 -7 7 -9 -10 10 -12 -13 13 14 15 22 -18 18 -20 20 28 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=2.8787609716860262e-06 -3.8390440943203429e-06 -4.4234670349396769e-06 -6.9226764547162631e-06 -5.5965642272697197e-06 4.9239907386638357e-06 5.7651484459474101e-06 -7.7393010769810647e-06 2.4380492300224433e-06 4.3222911257804036e-06 5.5968929942275992e-07 -3.5806645130300055e-06 -4.5297977186194096e-06 8.3072587115346903e-06 -6.9257931194161286e-06 1.3138072066104307e-05 3.1276400637285111e-06 -7.5931842904817771e-06 3.530864109052345e-06 -5.3340274873681624e-06 1.147422502981499e-05 6.2208404563954484e-06 -5.462896293416585e-06 -1.042678992408106e-05 1.0138188014463123e-06 4.9347446719139048e-06 6.3223311391756518e-06 -1.5710132765889286e-05 3.431833580607953e-07 2.2145865159473034e-07 -8.0954892422619616e-08
leaf_weight=23 20 25 24 23 36 23 24 20 35 356 29 21 29 21 27 37 26 25 21 20 26 37 21 54 22 23 25 34 40 1974
leaf_count=23 20 25 24 23 36 23 24 20 35 356 29 21 29 21 27 37 26 25 21 20 26 37 21 54 22 23 25 34 40 1974
internal_value=0 -2.13704e-08 3.43578e-09 -1.17948e-07 5.63838e-07 2.57265e-07 -1.79674e-09 -3.11323e-06 3.05851e-07 -3.7016e-08 2.47818e-07 -5.27789e-08 -1.49449e-08 9.85664e-07 3.87562e-07 2.20312e-06 -7.80787e-07 1.51436e-07 1.03086e-06 1.93398e-06 4.65215e-06 -1.83638e-06 -4.32979e-07 -2.18955e-06 -1.97826e-07 -1.38071e-07 -2.87404e-06 -6.45907e-06 2.58485e-06 -2.56716e-08
internal_weight=0 3098 3078 2530 548 512 489 44 445 410 385 2506 2485 384 355 139 216 190 169 148 86 62 112 75 2101 2078 82 59 66 1996
internal_count=3121 3098 3078 2530 548 512 489 44 445 410 385 2506 2485 384 355 139 216 190 169 148 86 62 112 75 2101 2078 82 59 66 1996
is_linear=0
shrinkage=0.1


Tree=6488
num_leaves=31
num_cat=0
split_feature=46 44 1428 473 474 2 156 47 47 47 132 1203 1185 50 47 1 1 120 2 148 447 39 3 9 10 9 16 155 471 157
split_gain=1.93198e-08 5.00631e-08 2.51413e-08 5.2462e-08 2.2565e-08 1.55288e-07 2.74593e-08 2.36378e-08 2.56059e-07 2.13038e-07 2.82983e-08 6.71519e-07 2.92511e-07 7.31945e-08 3.44278e-08 2.81768e-08 2.6646e-08 7.51523e-08 7.1744e-08 2.78545e-08 5.1786e-08 4.02163e-08 5.36081e-08 3.25755e-08 4.70759e-08 7.10207e-08 2.76909e-08 2.74394e-08 3.12935e-08 1.57638e-07
threshold=0.084955000000000017 0.10049500000000001 -0.071779999999999997 -0.072684999999999986 -0.090834999999999985 0.10613000000000002 0.14949500000000002 0.094460000000000002 0.096770000000000009 0.091340000000000018 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.087730000000000016 0.088195000000000009 0.14000500000000002 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 -0.10069499999999999 0.094580000000000011 0.11124500000000002 -0.0087149999999999988 0.092410000000000006 0.053330000000000009 0.085355000000000014 0.62925500000000012 0.11562500000000002 0.086465000000000014 -0.06482499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 7 9 -9 10 11 13 -12 -6 16 -10 17 18 19 -14 21 23 -23 24 25 26 27 28 -21 -30
right_child=1 -3 3 4 6 -7 -8 8 15 -11 12 -13 14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.8191096578922273e-06 5.8042128847546343e-06 -7.9680752673151864e-07 5.1033231363817323e-06 2.1321429591937757e-06 -9.4362662783472244e-08 -8.5894843643721042e-06 3.6058948375111436e-06 -1.1800932777532581e-05 2.4741402799899803e-07 9.8682914313030785e-06 -1.2148564455856104e-05 1.8497199321245716e-05 3.4089908884501106e-06 -6.3978643650909286e-06 -3.4916329909151503e-06 -3.6605672494260942e-06 3.67009227034032e-06 -4.6630628481673688e-06 5.8910789756997219e-06 -2.2779202291640137e-08 -4.5420283818202737e-06 -6.774734358714341e-06 4.5933274667017287e-07 3.3100926338368979e-06 -3.44352541249368e-06 6.0384055132089999e-06 3.1759455942343655e-06 -3.6760165039595451e-06 8.421625294431579e-06 -1.7506366510553145e-06
leaf_weight=32 20 27 20 35 150 22 21 20 238 22 20 20 24 21 28 20 20 34 21 2039 25 20 21 31 38 20 28 20 25 39
leaf_count=32 20 27 20 35 150 22 21 20 238 22 20 20 24 21 28 20 20 34 21 2039 25 20 21 31 38 20 28 20 25 39
internal_value=0 2.01214e-06 -3.0765e-08 -1.43331e-09 -3.52173e-08 -2.00603e-06 2.67018e-09 -2.30322e-08 -9.00523e-07 6.84691e-08 -1.30725e-08 1.15934e-06 -1.04361e-07 -8.68477e-07 -5.35422e-09 -5.55303e-08 3.52345e-08 4.75349e-09 7.22591e-08 1.98148e-08 -1.54585e-08 3.41532e-08 -3.06948e-06 9.09608e-08 4.57851e-08 1.0686e-07 5.17086e-08 1.05034e-08 4.5563e-08 2.2229e-06
internal_weight=0 47 3074 3042 3022 57 2965 2944 278 2666 2644 191 2453 171 2433 258 2405 2385 2351 2330 2306 2281 41 2240 2209 2171 2151 2123 2103 64
internal_count=3121 47 3074 3042 3022 57 2965 2944 278 2666 2644 191 2453 171 2433 258 2405 2385 2351 2330 2306 2281 41 2240 2209 2171 2151 2123 2103 64
is_linear=0
shrinkage=0.1


Tree=6489
num_leaves=31
num_cat=0
split_feature=40 4 400 132 1203 399 50 12 394 39 33 123 34 9 9 3 47 2 48 3 124 3 12 1429 0 16 16 52 4 2
split_gain=1.87768e-08 4.72627e-08 2.08324e-08 4.3061e-08 5.01862e-07 3.51607e-07 9.29077e-08 3.00096e-08 2.49863e-08 1.98866e-08 6.62016e-08 3.42131e-08 2.6802e-08 3.11197e-08 4.47265e-08 2.15237e-08 7.93049e-08 3.17076e-07 1.40759e-07 6.9173e-08 2.33292e-07 5.97108e-08 1.47852e-07 5.57279e-08 1.102e-07 6.24388e-08 1.08178e-07 7.28847e-08 1.22111e-07 1.89345e-07
threshold=-0.24620999999999996 0.63556000000000001 1.0000000180025095e-35 -0.083284999999999984 0.089480000000000018 0.091580000000000009 0.10022000000000002 0.093965000000000007 0.090335000000000013 -1.0000000180025095e-35 -0.009184999999999997 0.10274500000000002 -0.10561499999999999 0.088235000000000022 0.10530000000000002 -0.0037349999999999996 0.092165000000000011 -1.0000000180025095e-35 0.092065000000000022 -0.0096849999999999974 -0.083229999999999985 -0.016324999999999996 -0.082514999999999991 -0.026244999999999997 0.047850000000000011 0.062650000000000025 -0.0034149999999999996 -0.089199999999999988 0.0033150000000000007 0.089525000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 8 -2 -4 9 11 -11 -5 -12 15 -15 19 17 -17 -18 21 -21 -14 -23 -19 25 26 27 -25 29 -29
right_child=1 -3 7 5 -6 -7 -8 -9 -10 10 12 -13 13 14 -16 16 18 23 -20 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=3.0542023523594253e-06 5.9050514923584589e-07 -4.7476702959448591e-06 -3.4478713408456009e-06 5.1941837133284708e-06 1.6477749758792017e-05 -1.2930877675812337e-05 -6.7345221134473839e-06 6.3837534542976475e-07 3.4136967790552514e-06 -4.7559784340184452e-06 -3.5114192585405406e-06 -4.0599798391364558e-07 -9.0817623984525898e-08 6.0446809725146436e-06 -4.0733986540172653e-07 1.3183881182634477e-05 -9.5023004111283174e-06 -3.6596594107887255e-06 2.9424426843020644e-07 9.992224443899098e-07 -1.1961961040253213e-05 -5.006951452837951e-07 1.0121659233846004e-05 -5.3197449729354549e-06 6.0562308743937074e-06 -2.7389840864446216e-06 6.2866146270773077e-06 -2.2301884110712916e-06 -9.6751683104874846e-07 9.3708303201283882e-06
leaf_weight=20 129 21 41 20 20 21 20 32 22 29 21 24 2080 21 22 21 20 29 55 41 21 38 20 22 37 56 33 24 127 34
leaf_count=20 129 21 41 20 20 21 20 32 22 29 21 24 2080 21 22 21 20 29 55 41 21 38 20 22 37 56 33 24 127 34
internal_value=0 -1.9709e-08 1.25271e-08 5.3049e-08 1.60379e-06 -3.92958e-08 -3.9272e-07 -1.65664e-06 5.68076e-08 3.03848e-08 -3.34936e-09 2.13954e-06 4.72848e-08 7.49534e-08 2.74365e-06 3.17804e-08 6.55457e-07 1.23776e-06 -2.31817e-06 -9.80577e-08 -3.39086e-06 -2.56964e-09 3.16219e-06 5.44752e-07 9.10902e-07 2.67736e-07 9.69304e-07 1.21617e-07 7.68698e-07 4.57041e-06
internal_weight=0 3101 3080 3007 169 2838 149 73 2817 2795 2751 44 2722 2701 43 2658 458 383 75 2200 62 2138 58 362 333 296 240 207 185 58
internal_count=3121 3101 3080 3007 169 2838 149 73 2817 2795 2751 44 2722 2701 43 2658 458 383 75 2200 62 2138 58 362 333 296 240 207 185 58
is_linear=0
shrinkage=0.1


Tree=6490
num_leaves=31
num_cat=0
split_feature=132 1203 399 393 1 1185 13 129 394 1427 160 482 482 483 16 42 13 4 50 43 13 158 474 471 471 475 3 15 97 34
split_gain=2.0172e-08 1.20873e-07 1.03826e-07 2.10756e-08 5.06993e-08 1.99636e-08 4.29217e-08 2.64315e-08 3.829e-08 2.13803e-08 5.29861e-08 3.0667e-08 1.4234e-07 1.21492e-07 2.39178e-07 1.62145e-07 1.38436e-07 7.50278e-08 2.62393e-08 1.44507e-07 1.30669e-07 1.59799e-07 4.50735e-08 4.66848e-08 3.58049e-08 5.47525e-08 4.33778e-08 3.06333e-08 3.01442e-08 4.87544e-08
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.092175000000000021 0.08801500000000001 0.085600000000000009 -0.0087749999999999981 -0.077709999999999987 -0.10421499999999999 0.089335000000000012 -0.075414999999999982 0.089605000000000018 0.087425000000000017 0.098395000000000024 -0.0083599999999999976 0.096610000000000015 -0.077944999999999987 -0.014149999999999998 -0.099524999999999988 -0.095049999999999982 -0.070999999999999994 0.083065000000000014 -0.26322499999999993 -0.086614999999999984 0.094575000000000006 0.058495000000000012 -0.082794999999999994 -0.069954999999999989 -0.086464999999999986 -0.08786999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 -7 -2 -9 11 -11 12 18 14 -13 16 -15 -16 19 -10 27 -22 -20 -24 25 28 -27 -21 -25 -30
right_child=2 -3 -4 4 -6 6 -8 8 9 10 -12 13 -14 15 17 -17 -18 -19 22 20 21 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-1.7667658848300302e-07 -2.7359487778864735e-06 -8.3377730607026021e-06 5.2621413571710278e-06 1.3528554470099154e-06 -5.682213930499746e-06 -3.3594817620853844e-07 5.2250722210769513e-06 4.0926267304356491e-06 -6.1000705443348128e-06 5.3467811776499733e-06 -8.8671535953229365e-07 -1.3803612887386407e-05 8.4375627380950401e-06 1.921117011511641e-06 -4.6394572217693735e-06 8.631935382990855e-06 -8.3574390151852635e-06 3.9186627854803645e-06 -3.8275932404019388e-06 2.0206964022474406e-06 1.3457556041933976e-05 1.1210316171985011e-06 4.6447678219660055e-06 -3.9795681891519057e-06 -3.7118115179274121e-06 6.9057748272882693e-06 3.9847501241075366e-07 -3.4477555982448399e-06 3.5199585901458753e-06 -1.4024190797948971e-07
leaf_weight=196 35 20 38 20 21 35 23 23 20 25 30 20 20 38 21 21 20 20 32 21 21 21 21 20 27 20 21 20 37 2214
leaf_count=196 35 20 38 20 21 35 23 23 20 25 30 20 20 38 21 21 20 20 32 21 21 21 21 20 27 20 21 20 37 2214
internal_value=0 -9.32334e-07 6.93289e-08 5.01915e-10 -2.25047e-06 3.31594e-08 1.86928e-06 -5.31434e-09 2.96554e-08 -4.82742e-09 1.94669e-06 -4.52544e-08 3.49316e-08 -1.48574e-06 -4.83816e-06 1.10284e-06 -1.62321e-06 -4.64765e-07 -3.24242e-08 1.53037e-06 3.36903e-06 7.28929e-06 -9.97186e-08 -4.91711e-08 -9.13142e-08 -4.90333e-08 3.57277e-06 -6.46841e-07 -1.1442e-07 -8.00787e-08
internal_weight=0 216 2905 2867 41 2826 58 2768 2733 2710 55 2655 2515 140 61 79 58 41 2495 103 83 42 2392 2360 2339 2312 41 41 2271 2251
internal_count=3121 216 2905 2867 41 2826 58 2768 2733 2710 55 2655 2515 140 61 79 58 41 2495 103 83 42 2392 2360 2339 2312 41 41 2271 2251
is_linear=0
shrinkage=0.1


Tree=6491
num_leaves=31
num_cat=0
split_feature=46 44 474 1429 471 156 475 471 155 472 49 1452 482 484 482 1371 157 157 52 52 52 1186 1185 52 3 42 0 131 480 2
split_gain=1.72233e-08 4.08021e-08 2.13985e-08 2.98016e-08 3.07146e-08 3.46933e-08 2.71768e-08 6.10494e-08 3.33858e-08 2.85957e-08 1.33023e-07 2.71577e-08 2.85678e-08 1.61017e-07 3.35563e-08 3.15851e-08 3.83467e-08 3.93915e-08 5.19752e-08 3.22961e-08 5.8782e-08 5.7252e-08 5.5514e-08 5.53182e-08 1.97396e-07 1.25658e-07 1.1002e-07 1.03375e-07 1.81847e-07 9.99066e-08
threshold=0.084955000000000017 0.10049500000000001 0.11568500000000002 0.11475 0.094575000000000006 -0.093169999999999989 -0.24039999999999997 -0.083284999999999984 0.12169000000000001 -0.080624999999999988 0.08610000000000001 -0.073879999999999987 0.11191500000000001 -0.0068949999999999992 0.10022500000000002 0.08976000000000002 0.11933000000000001 0.088145000000000015 -0.10925999999999998 0.091275000000000009 0.090645000000000017 -0.10142499999999997 0.090595000000000009 0.10160000000000001 -0.071329999999999991 0.089535000000000017 -0.072269999999999987 0.09055500000000001 0.11144000000000001 0.097385000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 8 -8 -7 10 -9 -11 14 -14 15 16 17 19 -19 20 21 -13 -23 24 25 -21 27 28 -25 -28
right_child=1 -3 -4 -5 -6 6 7 9 -10 11 -12 12 13 -15 -16 -17 -18 18 -20 23 -22 22 -24 26 -26 -27 29 -29 -30 -31
leaf_value=3.7019441042502881e-06 5.3232329969432618e-06 -6.360386409883008e-07 -2.4527770733584476e-06 2.8203713501059958e-06 -3.7578561267020471e-06 1.8913104895545985e-07 5.5028906058396392e-06 -7.2587193918244114e-06 -5.5197100891746238e-06 3.3514945783963416e-06 2.7627664901676607e-06 5.1250224457718385e-06 -9.3229159483598797e-06 2.3403542925358316e-06 3.4599794446421584e-06 -3.4883487597443705e-06 3.912101421519765e-06 -5.446140636801526e-06 1.0403939140381963e-06 1.8524106555184793e-06 5.6120431963790907e-06 1.674997833050763e-07 -4.4834379003497399e-06 -1.231001328618786e-06 -1.1118424243828818e-05 -6.5266654346487488e-06 5.7361967274118798e-06 -6.0910207498397396e-06 8.6563619396429208e-06 2.5232113027110851e-07
leaf_weight=25 20 27 36 37 22 21 20 27 20 24 26 23 20 29 28 26 25 30 21 63 20 1985 26 266 22 25 50 38 20 99
leaf_count=25 20 27 36 37 22 21 20 27 20 24 26 23 20 29 28 26 25 30 21 63 20 1985 26 266 22 25 50 38 20 99
internal_value=0 1.89982e-06 -2.90553e-08 -3.34484e-10 -3.51116e-08 -7.61902e-09 -3.90134e-08 -3.02891e-09 -2.59567e-06 -4.10926e-08 -2.34252e-06 1.8565e-09 -2.66916e-08 -2.42016e-06 1.56938e-08 -1.95162e-08 1.37273e-08 -2.25299e-08 -2.77521e-06 3.07075e-08 2.17154e-07 1.64107e-07 1.07368e-07 -6.26172e-07 -2.64609e-06 -5.28009e-07 -1.56423e-07 -1.19067e-06 -5.39577e-07 2.09255e-06
internal_weight=0 47 3074 3038 3001 2979 2954 2913 41 2893 53 2840 2816 49 2767 2739 2713 2688 51 2637 2054 2034 2011 583 110 88 473 324 286 149
internal_count=3121 47 3074 3038 3001 2979 2954 2913 41 2893 53 2840 2816 49 2767 2739 2713 2688 51 2637 2054 2034 2011 583 110 88 473 324 286 149
is_linear=0
shrinkage=0.1


Tree=6492
num_leaves=31
num_cat=0
split_feature=479 479 13 480 133 133 12 16 160 160 43 1446 42 13 13 133 52 52 402 0 2 15 13 1 403 16 133 1371 1374 4
split_gain=1.80129e-08 3.46241e-08 2.49517e-08 2.08906e-08 2.01128e-08 1.28292e-07 2.93054e-07 1.75938e-07 9.35613e-08 2.61552e-07 1.77912e-07 1.1568e-07 8.4958e-08 8.42811e-08 3.76304e-07 8.51874e-08 8.38004e-08 1.56366e-07 1.54395e-07 8.53599e-08 1.81589e-07 2.20863e-07 1.20392e-07 1.00227e-07 1.52357e-07 1.0302e-07 8.33005e-08 5.37873e-08 1.12841e-07 1.32393e-07
threshold=0.10769500000000001 0.098035000000000011 -0.076384999999999995 0.11089500000000001 0.089200000000000015 0.090665000000000009 0.088435000000000014 0.51222500000000004 -0.085764999999999994 -0.063384999999999983 -0.08076499999999999 0.083715000000000026 -0.23037499999999997 -0.086254999999999984 -0.082904999999999993 0.10722500000000001 0.10347000000000002 0.092965000000000006 -0.44724499999999995 -0.067094999999999988 0.092480000000000021 -0.069954999999999989 -0.046499999999999993 0.090965000000000004 -0.5341999999999999 -0.071854999999999988 0.11524500000000001 0.084775000000000017 0.086765000000000023 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 12 6 -6 8 10 -10 -7 13 -1 15 -15 -11 17 19 -18 20 23 -22 -21 24 -16 -25 -12 28 -14 -30
right_child=2 -3 -4 -5 5 7 -8 -9 9 11 26 -13 27 14 16 -17 18 -19 -20 22 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=5.2773355683655156e-06 -4.4897186398884519e-06 4.074349214853274e-06 4.4562452330865201e-07 -2.8225718604237328e-06 2.7239285247093437e-07 9.0752131451028676e-06 -1.4751948194771103e-05 9.1866504419613203e-06 -1.0411449715387858e-05 -2.9899572696038001e-07 -5.5671405019232963e-06 6.3267178511523537e-06 5.1303056242046432e-08 -1.356073581252096e-05 7.7745487690350511e-06 8.0640407618591872e-06 -3.4592586970298406e-06 -8.8000169531217885e-06 6.9214160368191144e-06 7.7450565305931774e-06 -6.1601553873267476e-07 -1.2939790852984655e-05 -1.5282448803840714e-06 -7.8416499456160155e-06 -1.4356508895931744e-07 1.3460635994741336e-06 3.144029543640816e-06 -4.0481130852295766e-06 1.0890144145984475e-05 -4.7827151206547569e-07
leaf_weight=32 21 21 20 26 37 29 20 20 27 29 21 25 2272 23 32 21 23 24 38 28 33 26 28 26 101 23 23 31 21 20
leaf_count=32 21 21 20 26 37 29 20 20 27 29 21 25 2272 23 32 21 23 24 38 28 33 26 28 26 101 23 23 31 21 20
internal_value=0 2.77137e-08 -2.08223e-06 -6.63582e-11 2.41292e-08 -4.65582e-07 -4.99931e-06 -3.48784e-08 -3.52862e-07 -8.34801e-07 2.9943e-06 -2.96114e-07 1.59542e-07 -6.60006e-07 -1.13821e-06 3.21348e-06 -3.90261e-07 -1.03592e-06 3.00739e-06 -4.0852e-07 -1.22573e-06 -6.04683e-06 3.10841e-06 3.37154e-07 1.76155e-06 -3.52905e-06 -1.01357e-06 8.96743e-08 1.45131e-07 5.34458e-06
internal_weight=0 3080 41 3059 3033 657 57 600 580 507 73 480 2376 455 405 50 382 321 61 297 241 59 56 182 133 49 44 2344 2313 41
internal_count=3121 3080 41 3059 3033 657 57 600 580 507 73 480 2376 455 405 50 382 321 61 297 241 59 56 182 133 49 44 2344 2313 41
is_linear=0
shrinkage=0.1


Tree=6493
num_leaves=31
num_cat=0
split_feature=4 156 16 52 4 471 474 130 1 132 1203 399 393 12 1455 12 1455 130 130 394 403 403 12 133 402 12 401 403 403 1212
split_gain=1.74647e-08 8.17804e-08 1.52154e-07 1.01671e-07 4.01695e-08 8.02305e-08 3.95381e-08 2.02886e-08 2.59827e-08 1.95428e-08 9.72485e-08 8.51879e-08 2.25253e-08 6.34567e-08 2.13326e-08 6.60002e-08 4.21901e-08 2.08746e-08 1.00531e-07 5.73363e-08 3.47092e-08 3.3866e-08 6.28431e-08 8.68771e-08 7.16792e-08 5.80115e-08 6.85475e-08 5.66925e-08 7.5413e-08 7.56544e-08
threshold=-0.50690499999999983 0.092385000000000009 0.25084500000000004 0.08709500000000002 -0.50052499999999989 -0.085064999999999988 -0.25711499999999993 -0.23123999999999997 0.16540500000000002 -0.083449999999999983 0.089480000000000018 0.091580000000000009 0.088255000000000014 0.091085000000000013 -0.097209999999999977 0.089150000000000021 -0.089344999999999994 -0.0089599999999999975 -0.0048749999999999991 -0.096774999999999986 0.62200000000000011 0.072365000000000027 0.093535000000000021 -0.054584999999999995 0.10668000000000001 0.086565000000000017 0.081905000000000019 0.035175000000000005 0.0033700000000000002 -0.089544999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 -7 -8 9 10 -9 12 14 -14 15 -11 -16 -18 -19 -20 21 27 24 -24 25 26 -23 28 29 -21
right_child=4 -3 -4 -5 5 6 7 8 -10 11 -12 -13 13 -15 16 -17 17 18 19 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.7484578998188045e-07 3.2324622130393743e-06 -6.6879098540084673e-06 7.0775679778703111e-06 -8.0952316152217389e-06 -6.3101828595790732e-06 4.2683809800275249e-06 3.0385972794730069e-06 -2.136992724000031e-07 -3.0973651788641564e-06 6.3855986794782766e-07 -7.5409965927519813e-06 4.9241356950662731e-06 6.7957508091157341e-07 -6.4588862585424069e-06 4.2854544687997985e-06 -6.3149851788087588e-06 1.3826393575496258e-06 -5.6486243363084926e-06 4.9462086811521057e-06 5.5448979120834947e-06 -3.4662480158788511e-06 -4.8210671434389954e-06 8.2606524369179247e-06 1.6182681205324258e-07 -3.1241030450642981e-06 4.9155092054004653e-06 3.1057988787589842e-06 -3.7635572754446398e-06 4.9325210496927842e-06 -1.0266664548184881e-07
leaf_weight=38 39 22 23 21 20 22 22 192 27 39 20 36 33 20 24 21 116 31 24 24 28 20 27 26 43 36 24 40 31 2032
leaf_count=38 39 22 23 21 20 22 22 192 27 39 20 36 33 20 24 21 116 31 24 24 28 20 27 26 43 36 24 40 31 2032
internal_value=0 -1.27409e-06 1.78394e-07 -2.51111e-06 4.39299e-08 2.17277e-09 4.48527e-08 1.3205e-08 -9.63602e-09 1.92413e-08 -9.04954e-07 9.24859e-08 2.65748e-08 -2.01418e-06 6.84001e-08 -1.79518e-06 1.12666e-07 7.26389e-08 8.95069e-09 8.34241e-08 3.33568e-08 7.59052e-08 1.409e-06 4.28764e-06 1.68616e-07 1.93845e-06 -4.97322e-07 -3.4403e-08 3.7071e-08 -3.67418e-08
internal_weight=0 104 82 59 3017 2978 2958 2936 2914 2887 212 2675 2639 53 2586 60 2526 2502 2386 2355 2331 2303 176 53 123 80 44 2127 2087 2056
internal_count=3121 104 82 59 3017 2978 2958 2936 2914 2887 212 2675 2639 53 2586 60 2526 2502 2386 2355 2331 2303 176 53 123 80 44 2127 2087 2056
is_linear=0
shrinkage=0.1


Tree=6494
num_leaves=31
num_cat=0
split_feature=394 394 0 1176 129 132 50 393 1203 400 0 133 15 1204 1182 3 3 2 3 42 1446 0 13 4 1 1210 157 2 1 2
split_gain=1.9355e-08 3.1392e-08 3.05582e-08 3.01374e-08 3.71666e-08 2.34026e-08 4.88837e-07 3.25531e-07 7.25954e-08 2.38662e-08 2.63566e-08 4.58208e-08 3.92905e-08 2.69541e-08 1.91963e-08 1.96745e-08 1.50177e-07 9.81253e-08 7.61332e-08 3.98973e-07 6.80814e-08 6.73086e-08 1.39651e-07 7.25516e-08 2.06627e-07 1.77275e-07 9.46502e-08 8.29823e-08 1.3004e-07 1.11273e-07
threshold=-0.14580499999999996 -0.096774999999999986 -0.087414999999999979 0.085730000000000015 -0.075474999999999987 -0.083284999999999984 0.10450500000000001 0.11213000000000002 0.089165000000000008 0.10782000000000001 -0.09515499999999999 -0.37971999999999995 0.050935000000000008 -0.0030749999999999996 0.086460000000000009 -0.082594999999999988 -0.082974999999999979 0.083795000000000022 -0.082284999999999983 0.085730000000000015 0.096495000000000011 0.10455500000000001 -0.029529999999999997 -0.081984999999999988 0.080000000000000016 -0.13847499999999999 -0.080799999999999983 0.088745000000000004 0.096125000000000016 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 8 14 9 10 -6 -12 -13 -14 15 16 20 -18 19 -17 -7 23 -23 24 -20 -25 -26 -28 -29 -30
right_child=1 3 -4 -5 5 7 -8 -9 -10 -11 11 12 13 -15 -16 18 17 -19 21 -21 -22 22 -24 25 26 -27 27 28 29 -31
leaf_value=-4.9747943376132759e-06 3.305007358621565e-06 4.3238469606876613e-06 2.2445832778080681e-07 -3.530365292192528e-06 3.2961459002459988e-06 -3.9756398833698687e-08 1.5864050102436522e-05 -1.278677508707915e-05 -6.3174464207804698e-06 -2.3841785341280615e-06 -4.0956922641106017e-06 4.7530292260403044e-06 1.5697152732688631e-06 -3.2368943379879059e-06 -2.9952024579502215e-06 6.8068609012005337e-06 1.1696983208475147e-08 8.6582078438368636e-06 1.1660029064159972e-05 -1.0931977373473957e-05 4.9602152476576782e-06 -9.8755450120994035e-06 8.3219891417558827e-07 -8.1720388337729409e-06 -5.2512411085362238e-06 7.2403186022921924e-09 -3.4884464444725642e-06 1.027871573266263e-05 -4.6541564166719111e-06 4.8368056517726172e-06
leaf_weight=20 29 20 26 24 30 994 20 20 20 31 22 21 28 20 21 21 21 35 20 32 28 21 29 27 22 1426 21 21 21 30
leaf_count=20 29 20 26 24 30 994 20 20 20 31 22 21 28 20 21 21 21 35 20 32 28 21 29 27 22 1426 21 21 21 30
internal_value=0 3.04464e-08 -2.03609e-06 -7.29637e-10 2.73019e-08 -1.32267e-09 1.06682e-06 -7.43061e-08 -6.53788e-07 9.143e-08 7.25677e-07 -1.2173e-07 1.14533e-06 -4.33039e-07 1.68227e-08 3.96658e-08 3.73517e-07 5.41577e-06 -1.73162e-07 -3.90338e-06 9.72291e-08 -5.24647e-08 -3.66505e-06 6.12818e-08 2.27878e-06 -1.44749e-07 6.47263e-07 2.04261e-06 3.65583e-06 9.28762e-07
internal_weight=0 3075 46 3046 3022 3002 192 2810 172 152 121 91 69 48 2790 2769 1078 56 1691 53 1022 1638 50 1588 135 1453 115 93 72 51
internal_count=3121 3075 46 3046 3022 3002 192 2810 172 152 121 91 69 48 2790 2769 1078 56 1691 53 1022 1638 50 1588 135 1453 115 93 72 51
is_linear=0
shrinkage=0.1


Tree=6495
num_leaves=31
num_cat=0
split_feature=132 1185 1203 42 130 4 1186 399 132 4 13 2 2 4 471 157 474 1429 474 1429 474 47 33 0 16 47 43 47 484 1456
split_gain=1.68904e-08 1.27266e-07 4.49964e-08 1.86825e-08 3.95292e-08 2.80012e-08 3.94724e-08 1.77637e-08 5.17575e-08 1.72286e-08 5.63674e-08 3.00007e-08 5.01549e-08 2.15833e-08 6.52478e-08 6.02463e-08 3.3008e-08 1.92359e-08 2.62869e-08 2.49909e-08 2.77263e-08 2.36886e-08 1.458e-07 1.18844e-07 4.67964e-07 1.86254e-07 4.6272e-08 4.35535e-08 3.10013e-08 3.36566e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.021469999999999996 0.08610000000000001 0.10637500000000001 -0.0046349999999999994 0.08759500000000002 -0.43443999999999999 -0.50940999999999981 -0.055129999999999992 0.097845000000000015 0.08919500000000001 -0.50052499999999989 -0.085064999999999988 -0.00078499999999999989 -0.25711499999999993 0.11635000000000001 0.11147000000000001 -0.091739999999999988 -0.090834999999999985 0.094160000000000008 -1.0000000180025095e-35 -0.10151999999999999 -0.12029499999999999 0.099265000000000006 -0.0047449999999999992 0.09055500000000001 -0.078424999999999981 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -5 8 -6 10 -3 12 -12 15 -15 -11 -16 18 19 -18 -21 22 -22 24 26 -25 -23 -24 -27 -30
right_child=1 9 -4 5 7 -7 -8 -9 -10 13 11 -13 -14 14 16 -17 17 -19 -20 20 21 23 27 25 -26 28 -28 -29 29 -31
leaf_value=-4.1871176240566721e-06 7.8209162373760982e-06 -5.5040994539012905e-06 -4.5880989229577354e-06 2.6790059766628678e-06 -2.0689921112451969e-06 3.9800193462724563e-06 -2.3496759730597981e-06 -1.6825835693205537e-06 4.7904746473002234e-06 5.1012558632747049e-06 -1.4193420516524689e-06 -2.8600144806939006e-06 5.3611710809420291e-06 -5.677439828559728e-06 3.91301596623221e-06 -1.7521114542610716e-06 2.7894445338461084e-06 -2.6830677169387996e-06 2.6273112774642638e-06 -3.7312543554435254e-06 -7.0229381223422633e-06 3.733337983985188e-06 -4.7983822988966153e-08 -9.6447005705613265e-06 1.7363465669433254e-05 -2.2153865678831154e-06 -1.9719800672067901e-06 4.5272446814557217e-06 4.9251051916057594e-06 5.5943732711163754e-07
leaf_weight=31 21 24 28 27 22 21 37 34 22 29 24 22 20 20 22 23 32 26 39 20 30 21 2257 20 20 32 44 21 21 111
leaf_count=31 21 24 28 27 22 21 37 34 22 29 24 22 20 20 22 23 32 26 39 20 30 21 2257 20 20 32 44 21 21 111
internal_value=0 6.43749e-08 -8.40663e-07 -2.99795e-07 -1.16638e-06 8.11477e-07 -2.28201e-07 3.41638e-08 1.36074e-06 7.77748e-09 -1.35399e-06 1.55135e-07 1.66271e-06 5.17371e-08 1.33791e-08 2.06996e-06 5.5285e-08 2.37816e-08 5.01602e-08 1.19294e-08 -2.22949e-08 6.49017e-09 -9.70171e-08 8.94575e-07 3.98709e-06 -5.34031e-07 -1.28723e-07 -5.80656e-09 5.77027e-07 1.25398e-06
internal_weight=0 2899 222 194 109 85 64 78 44 2878 90 66 44 2788 2736 52 2716 2694 2668 2629 2597 2577 2308 269 85 184 65 2278 164 132
internal_count=3121 2899 222 194 109 85 64 78 44 2878 90 66 44 2788 2736 52 2716 2694 2668 2629 2597 2577 2308 269 85 184 65 2278 164 132
is_linear=0
shrinkage=0.1


Tree=6496
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 46 150 45 11 9 33 13 2 49 147 447 447 1 374 123 159 4 13 16 3 150 42 15 150 1446 1444
split_gain=1.62508e-08 5.08682e-07 2.63392e-07 1.03568e-07 1.80967e-08 2.15768e-08 2.46754e-08 8.65367e-08 4.08058e-08 7.93903e-08 6.77171e-08 2.21762e-08 3.84177e-08 2.22902e-08 3.06309e-08 2.56494e-08 2.1683e-08 8.71256e-08 4.81053e-08 8.01484e-08 4.20964e-08 4.08973e-08 5.59403e-08 3.90137e-08 2.80309e-08 1.64873e-07 8.79904e-08 6.26825e-08 2.38254e-08 4.20788e-08
threshold=-0.083284999999999984 0.089480000000000018 0.12358500000000001 0.10022000000000002 -0.052299999999999992 -0.15178999999999995 0.094030000000000016 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 -0.0087749999999999981 -0.045829999999999989 -0.048674999999999989 0.099730000000000027 0.09227500000000001 0.086765000000000023 0.13820500000000002 0.089165000000000008 0.091810000000000017 0.10519500000000001 0.27287000000000006 -0.42195999999999995 -0.014034999999999997 0.14121000000000003 0.10980500000000001 0.083795000000000022 -0.022504999999999997 0.10571000000000001 -0.09143999999999998 -0.086359999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -6 7 -7 9 -9 -10 12 -11 14 15 16 17 21 19 20 -18 22 -13 24 27 -26 -27 28 -23 -30
right_child=2 -3 -4 -5 5 6 -8 8 10 11 -12 13 -14 -15 -16 -17 18 -19 -20 -21 -22 23 -24 -25 25 26 -28 -29 29 -31
leaf_value=2.7729841945253276e-08 -2.9809018582227509e-06 1.5629376669797545e-05 -1.1498936296447938e-05 -7.5618967252921733e-06 2.6615407940029869e-06 5.898527300814749e-06 -2.6688349622612111e-06 5.432431399404542e-06 6.3262970115829378e-07 9.9313118880672849e-07 -7.3235482977906938e-06 -6.9165169617235743e-06 -4.9411936837865746e-06 2.9916397052147663e-06 -3.1333175097496411e-06 2.8424385519087993e-06 -2.539147629119855e-06 6.4631724030949128e-06 2.017520362487504e-06 1.7091269712735717e-06 -8.949615207711758e-06 -3.2737447254889549e-06 5.6280501411265508e-07 3.3614615884809088e-06 -8.7549533645869818e-06 -3.0768002360446191e-06 5.0853847668008718e-06 4.6022088933265572e-06 4.5996086510058379e-06 -7.7496329298060955e-09
leaf_weight=178 20 21 20 20 31 25 34 27 23 20 20 20 24 25 31 32 21 21 27 23 20 22 20 35 24 25 28 30 20 2234
leaf_count=178 20 21 20 20 31 25 34 27 23 20 20 20 24 25 31 32 21 21 27 23 20 22 20 35 24 25 28 30 20 2234
internal_value=0 8.30662e-07 -6.26718e-08 -7.38899e-07 1.66916e-08 3.76392e-08 8.90692e-09 4.14572e-08 -1.13663e-08 3.67949e-08 -3.06792e-06 -1.71216e-08 -2.24377e-06 1.9738e-08 -8.47985e-09 2.87492e-08 -6.28507e-09 4.93662e-08 -1.52232e-06 -3.0157e-06 -5.6662e-06 -5.43036e-09 -3.17686e-06 4.70333e-08 -1.64697e-09 -1.87855e-06 1.2353e-06 6.10249e-08 1.16745e-09 3.3132e-08
internal_weight=0 219 2902 198 2882 2862 2831 2797 2772 2729 43 2702 44 2658 2633 2602 2570 2479 91 64 41 2458 40 2418 2383 77 53 2306 2276 2254
internal_count=3121 219 2902 198 2882 2862 2831 2797 2772 2729 43 2702 44 2658 2633 2602 2570 2479 91 64 41 2458 40 2418 2383 77 53 2306 2276 2254
is_linear=0
shrinkage=0.1


Tree=6497
num_leaves=31
num_cat=0
split_feature=11 132 393 1203 10 9 39 9 47 9 47 47 1456 159 40 0 12 49 3 160 156 2 49 390 157 151 12 447 457 52
split_gain=2.10383e-08 1.75205e-08 1.01511e-07 9.33574e-08 1.82484e-08 7.59701e-08 7.47305e-08 1.63364e-07 3.32751e-08 4.09625e-07 1.77296e-07 5.91202e-08 2.70404e-08 3.35894e-08 2.51904e-08 2.51661e-08 2.36781e-08 2.28752e-08 9.07762e-08 1.64835e-07 1.52436e-07 1.23087e-07 7.53276e-08 4.71129e-08 3.63419e-08 3.55171e-08 6.35608e-08 4.24218e-08 3.51218e-08 1.31505e-07
threshold=-0.072629999999999986 -0.083449999999999983 0.12679500000000002 0.089480000000000018 0.0036750000000000007 0.091600000000000015 0.089790000000000023 0.092235000000000011 0.094160000000000008 0.082870000000000013 0.09717000000000002 0.09055500000000001 -0.077604999999999993 0.085035000000000013 -0.049474999999999998 -0.062294999999999996 0.086305000000000007 0.10440000000000001 -0.087429999999999994 -0.081969999999999987 0.086945000000000008 0.10060500000000001 0.12595000000000003 0.088375000000000023 0.41580000000000006 -0.10737499999999998 0.084405000000000022 0.094580000000000011 0.10259500000000001 -0.065544999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 8 7 -6 9 11 -10 17 -12 14 -14 -16 -17 23 -19 -20 21 -21 -23 24 25 26 -3 28 -27 -30
right_child=1 2 -4 -5 6 -7 -8 -9 10 -11 12 -13 13 -15 15 16 -18 18 19 20 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-3.15448601592531e-06 -1.8320755484301211e-07 5.4109640700517053e-06 6.8532298758906441e-06 -7.3555045867124145e-06 8.7326826768072238e-06 -5.8612294083104645e-06 -2.9871079815393387e-06 -2.2980767853368888e-06 9.2841854685351184e-06 -1.3987108507405669e-05 -2.8925607338692318e-06 4.7821064741198754e-06 3.0238517573317432e-06 4.0973733966893633e-06 4.578463508900873e-07 -4.5990838728471317e-06 -1.0230433358431227e-08 3.4893483062761436e-06 -8.1342212199940296e-06 -7.7010148296377056e-06 6.1297070138672498e-06 -3.7796725399826319e-06 2.950096113169984e-06 4.1553036697093506e-06 3.9815391534395296e-06 -9.2588724171471855e-08 -1.245552860058734e-06 -4.2615998805691413e-06 8.1981441160843872e-06 -2.8651611100507409e-06
leaf_weight=21 196 32 22 20 29 22 25 25 24 21 24 26 28 25 143 22 23 36 35 29 28 29 39 28 23 2053 26 24 22 21
leaf_count=21 196 32 22 20 29 22 25 25 24 21 24 26 28 25 143 22 23 36 35 29 28 29 39 28 23 2053 26 24 22 21
internal_value=0 2.13773e-08 8.64384e-08 -8.47309e-07 3.44225e-08 -8.12108e-09 1.53314e-06 3.62585e-06 3.85172e-08 -8.01828e-08 1.05383e-06 3.89707e-08 3.08444e-07 6.27216e-07 2.25577e-07 -1.91187e-07 -2.25367e-06 -1.18835e-08 -1.04763e-06 -2.06845e-06 -3.70035e-07 -2.24625e-06 8.00477e-08 7.91916e-08 2.73374e-08 -1.44196e-08 2.42701e-06 -8.12133e-08 -3.33463e-08 2.79513e-06
internal_weight=0 3100 2884 216 2862 2783 79 54 2761 2472 289 2451 265 241 216 188 45 2425 196 160 125 97 68 2229 2201 2178 58 2120 2096 43
internal_count=3121 3100 2884 216 2862 2783 79 54 2761 2472 289 2451 265 241 216 188 45 2425 196 160 125 97 68 2229 2201 2178 58 2120 2096 43
is_linear=0
shrinkage=0.1


Tree=6498
num_leaves=31
num_cat=0
split_feature=11 448 447 148 46 44 1429 156 1429 48 48 448 104 34 1 9 10 2 16 96 12 12 12 4 43 12 0 12 160 157
split_gain=1.70409e-08 1.68491e-08 5.65246e-08 2.08977e-08 1.82399e-08 2.75627e-08 3.75408e-08 4.64394e-08 4.87528e-08 3.36639e-08 4.23951e-08 2.33383e-08 2.19261e-08 3.90988e-08 2.48755e-07 7.07051e-08 1.22431e-07 9.14933e-08 1.58244e-07 3.31949e-08 2.50609e-08 1.00361e-07 7.65639e-08 1.49695e-07 9.28623e-08 9.11639e-08 1.73667e-07 1.35102e-07 1.44641e-07 6.35293e-08
threshold=-0.072629999999999986 0.068920000000000023 0.094005000000000019 -0.095079999999999984 0.10987500000000001 0.083555000000000018 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 -0.11155999999999998 -0.089814999999999992 -0.085914999999999991 0.088500000000000009 -0.057544999999999992 0.10124500000000002 0.091600000000000015 0.094860000000000014 -1.0000000180025095e-35 -0.056919999999999991 0.083725000000000008 0.084535000000000013 0.084290000000000018 0.08493500000000001 -0.082594999999999988 -0.081454999999999986 0.085355000000000014 -0.086934999999999985 0.085635000000000003 -1.0000000180025095e-35 -0.086394999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -8 -10 -11 -12 13 14 -13 17 -17 18 -15 -16 21 29 23 -22 -25 26 -24 28 -27 -19
right_child=1 -3 -4 4 -6 -7 7 -9 9 10 11 12 -14 15 19 16 -18 20 -20 -21 22 -23 25 24 -26 27 -28 -29 -30 -31
leaf_value=-2.8390381798782897e-06 -2.8288255766011181e-06 -2.8738969376718161e-06 4.218973097991352e-06 4.1428149746603933e-06 2.9552998858846317e-06 -3.1249601095493874e-06 4.6152635221737325e-06 -4.8057405820145508e-06 -3.2846538370875114e-06 4.5050949709201671e-06 -3.3259215256077282e-06 1.1822191818282591e-05 -3.1991723549903586e-06 -9.040168327922871e-07 -4.3706364522222435e-06 -9.7615256777316979e-06 9.3641727458945131e-07 2.8885618920169474e-06 1.1139961716253312e-05 7.7865091149014416e-07 1.025059462914545e-05 -6.495892918152365e-06 8.1372196547864666e-07 4.7419195955068403e-06 -4.4461296914216131e-06 -2.1245613738972769e-07 -9.4046615948894313e-06 4.8288496158106404e-08 1.1390248381298369e-05 -5.5770094343997941e-07
leaf_weight=21 26 20 32 22 21 28 23 20 31 21 21 20 21 24 21 20 23 58 20 31 22 27 39 22 22 21 29 1705 22 688
leaf_count=21 26 20 32 22 21 28 23 20 31 21 21 20 21 24 21 20 23 58 20 31 22 27 39 22 22 21 29 1705 22 688
internal_value=0 1.92291e-08 3.80156e-08 -5.87898e-09 1.84085e-08 -2.14294e-09 2.72681e-08 -3.41376e-09 2.93554e-08 -6.91549e-09 2.84025e-08 -4.51435e-09 2.00887e-08 4.4113e-08 2.34443e-06 -1.62891e-08 -4.03937e-06 4.7806e-08 4.57052e-06 -1.30087e-06 -2.71467e-08 -5.06534e-07 1.69754e-07 3.51546e-06 1.47895e-07 4.81584e-08 -3.54412e-06 1.87904e-07 5.72381e-06 -2.89761e-07
internal_weight=0 3100 3080 3048 3022 3001 2973 2951 2931 2908 2877 2856 2835 2814 72 2742 43 2699 44 52 2655 773 1882 66 44 1816 68 1748 43 746
internal_count=3121 3100 3080 3048 3022 3001 2973 2951 2931 2908 2877 2856 2835 2814 72 2742 43 2699 44 52 2655 773 1882 66 44 1816 68 1748 43 746
is_linear=0
shrinkage=0.1


Tree=6499
num_leaves=31
num_cat=0
split_feature=40 130 42 483 479 481 160 480 479 13 13 403 0 1210 133 51 160 10 43 4 4 16 42 42 1 33 13 0 13 133
split_gain=1.74302e-08 3.71241e-08 2.97675e-08 2.13702e-08 3.90365e-08 3.9618e-08 3.40664e-08 3.21143e-08 3.49334e-08 2.32555e-08 1.14382e-07 3.08455e-07 1.29839e-07 4.8326e-07 3.03492e-07 9.49943e-08 6.32306e-08 7.36578e-08 9.28849e-08 1.15716e-07 6.59239e-08 8.47695e-08 5.66201e-08 7.58993e-08 6.66153e-08 5.64954e-08 5.07361e-08 1.16096e-07 8.22444e-08 2.92536e-07
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 -0.47181499999999993 0.10769500000000001 0.11244000000000001 -0.52800499999999995 -0.092774999999999982 0.085120000000000015 -0.088319999999999996 -0.089109999999999981 -0.0059799999999999992 -0.083804999999999977 -0.076234999999999983 -0.040449999999999993 0.09364500000000002 0.089640000000000011 -1.0000000180025095e-35 0.0041500000000000009 -0.078629999999999992 0.0033150000000000007 -0.39185999999999993 0.089015000000000025 0.086835000000000009 0.097115000000000021 -0.009184999999999997 -0.087404999999999997 -0.089604999999999976 -0.086804999999999979 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -6 -5 9 10 12 -12 13 -9 -14 -16 17 -15 22 -20 -21 -22 23 -19 -24 -11 27 -27 29 -28
right_child=1 2 -4 4 6 -7 -8 8 -10 25 11 -13 14 16 15 -17 -18 18 19 20 21 -23 24 -25 -26 26 28 -29 -30 -31
leaf_value=2.9426610343108451e-06 -4.1122451488139301e-06 2.634720605480349e-06 3.093410854519114e-06 3.7698745250674458e-06 -2.3234918430148355e-07 4.3223218350855552e-06 -6.0689950169034999e-06 -1.5550031773836097e-05 -4.1290549266445202e-06 -4.7208565134766382e-06 -3.0059175536561747e-06 1.413370648498087e-05 1.114052215839503e-05 5.5183763220992382e-06 2.0028829682574827e-06 -4.8615311625001468e-06 -3.7443577744292831e-06 1.2927212719356276e-06 -9.0416430945576092e-06 3.5511571333586289e-06 9.7756206238435495e-07 -7.2157958683142766e-06 8.7338825369442923e-06 -5.1831065710367898e-06 9.1953367586938839e-07 2.3089385050215327e-06 -2.4151708085780904e-06 -7.2550418796405813e-06 -1.4236512619182877e-07 1.2662537142205111e-05
leaf_weight=20 22 30 31 22 20 21 20 21 21 27 21 21 33 27 72 28 39 131 21 25 28 23 20 21 24 22 31 30 2227 22
leaf_count=20 22 30 31 22 20 21 20 21 21 27 21 21 33 27 72 28 39 131 21 25 28 23 20 21 24 22 31 30 2227 22
internal_value=0 -1.89748e-08 1.02724e-08 -2.1085e-08 -4.74847e-08 -5.80319e-09 -3.15067e-06 -3.65406e-08 -6.50725e-08 -3.57851e-08 5.46634e-07 5.56389e-06 1.35864e-07 -8.05326e-07 2.82498e-06 8.0847e-08 5.71776e-08 5.2049e-07 5.99337e-08 -2.471e-06 -6.55429e-07 -2.71748e-06 1.31249e-06 3.98035e-07 4.47151e-06 -1.7281e-07 -1.20153e-07 -3.20874e-06 -4.97112e-08 3.8435e-06
internal_weight=0 3101 3079 3048 3018 2978 40 2957 2935 2914 555 42 513 380 133 100 359 320 293 97 76 51 196 152 44 2359 2332 52 2280 53
internal_count=3121 3101 3079 3048 3018 2978 40 2957 2935 2914 555 42 513 380 133 100 359 320 293 97 76 51 196 152 44 2359 2332 52 2280 53
is_linear=0
shrinkage=0.1


Tree=6500
num_leaves=31
num_cat=0
split_feature=1209 43 130 40 1209 42 120 33 12 12 43 16 16 2 9 1212 401 3 401 391 132 132 3 393 15 128 1185 393 1185 47
split_gain=1.98993e-08 1.68951e-07 2.02528e-08 2.76651e-08 2.08031e-08 1.09803e-07 1.99241e-08 2.89652e-08 2.65413e-08 7.79025e-08 7.34493e-08 6.89382e-08 6.96553e-08 5.94122e-08 3.76614e-08 2.9658e-08 2.9117e-07 1.55522e-07 6.38115e-08 9.7815e-08 4.29147e-08 6.59359e-08 6.82979e-07 2.75568e-07 1.4227e-07 4.37329e-08 7.35429e-08 6.27851e-08 4.4298e-08 4.6177e-08
threshold=-0.087714999999999987 -0.0047449999999999992 -0.23123999999999997 -0.24290999999999999 -0.065739999999999979 0.092145000000000019 0.090440000000000006 -0.044254999999999996 0.11586 0.10911500000000002 -0.065269999999999981 -0.105305 -0.062804999999999986 0.10136500000000002 0.091600000000000015 -0.089544999999999986 0.11655000000000001 -0.078724999999999976 0.10711000000000001 -0.088134999999999977 -0.19186999999999996 -0.083284999999999984 -0.083344999999999989 0.11170000000000001 0.084905000000000022 0.10773500000000001 0.090595000000000009 0.09389500000000002 0.085905000000000009 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 7 -6 9 14 -11 -10 -13 -12 15 17 18 -9 19 -17 -21 22 24 25 -22 26 27 28 29 -23
right_child=2 -3 3 4 6 -7 -8 8 11 10 13 12 -14 -15 -16 16 -18 -19 -20 20 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.6526495375378547e-06 2.9230777766750419e-06 8.8907409506299748e-06 -3.7625024856424719e-06 2.4157338780241848e-06 3.6773754150739739e-06 -7.2709569994086365e-06 2.656895789446675e-06 -1.1570073462445241e-06 2.7640543351026282e-06 -1.2713217656710187e-06 2.1275101272732613e-06 -7.5230455403622432e-06 -1.1781455998883054e-06 8.965607334706267e-06 -3.2456477431669807e-06 -7.0278416785640736e-06 -1.2118759352119924e-05 7.0470113740027177e-06 4.4315453109788907e-06 -3.2562696264903933e-06 7.675049063906162e-07 -2.1194477309307561e-07 1.8613580760713723e-05 -1.1466282889419485e-05 -8.9320736687170669e-06 3.4985095914584644e-06 -5.6403952582869635e-06 5.6209550223229598e-06 4.2671590293252851e-06 1.2241557477921106e-06
leaf_weight=32 23 21 20 25 21 22 28 68 28 25 27 24 62 24 37 20 20 35 32 40 62 2008 21 21 20 36 23 20 24 252
leaf_count=32 23 21 20 25 21 22 28 68 28 25 27 24 62 24 37 20 20 35 32 40 62 2008 21 21 20 36 23 20 24 252
internal_value=0 1.92115e-06 -3.3196e-08 -5.55258e-08 -3.10169e-08 -2.11846e-06 1.92802e-09 -2.32717e-08 -4.98041e-08 1.07738e-08 3.16887e-06 -1.54565e-06 -2.94882e-06 5.34544e-06 -7.68551e-08 -3.3463e-08 -9.94175e-08 1.63077e-06 -6.20813e-09 -6.19632e-08 -6.83157e-09 4.54312e-08 2.52261e-06 -6.15946e-08 -1.59825e-06 3.97589e-08 -1.37499e-08 4.24189e-08 -6.42996e-09 -5.18132e-08
internal_weight=0 53 3068 3045 3025 47 2978 2950 2929 2815 76 114 86 51 2739 2702 2599 103 2579 2547 2527 2487 103 2384 82 2363 2327 2304 2284 2260
internal_count=3121 53 3068 3045 3025 47 2978 2950 2929 2815 76 114 86 51 2739 2702 2599 103 2579 2547 2527 2487 103 2384 82 2363 2327 2304 2284 2260
is_linear=0
shrinkage=0.1


Tree=6501
num_leaves=31
num_cat=0
split_feature=47 2 47 393 1 121 9 10 11 10 43 10 42 40 42 13 47 43 44 47 3 2 150 16 147 448 150 150 12 11
split_gain=2.05547e-08 1.5973e-07 1.11477e-07 3.11152e-08 2.43185e-08 6.83198e-08 3.57835e-08 1.01994e-07 2.63932e-08 3.05417e-08 7.31574e-08 6.79519e-08 2.24275e-08 3.16463e-08 2.57109e-08 6.27235e-08 4.31569e-08 5.29434e-08 3.73155e-08 1.26764e-07 3.54989e-08 3.26244e-08 2.05262e-08 1.25348e-07 4.62663e-08 5.48857e-08 5.81265e-08 3.10847e-08 1.79082e-07 2.41108e-08
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.12679500000000002 0.16540500000000002 -0.094339999999999993 0.08925000000000001 0.053330000000000009 -1.0000000180025095e-35 -0.0093599999999999985 -0.078139999999999973 -1.0000000180025095e-35 0.10571500000000002 -0.011659999999999998 0.089625000000000024 -0.075974999999999987 0.097970000000000015 -0.10131 0.099360000000000018 0.10305500000000002 -0.079864999999999978 0.090310000000000015 0.12765500000000005 -0.071854999999999988 0.097985000000000017 1.0000000180025095e-35 0.11989500000000002 0.10801000000000001 0.083715000000000026 0.096435000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 8 -8 -7 10 -10 -11 13 -3 16 -16 -15 -18 19 -19 -21 -22 24 -24 25 26 27 29 -29 -13
right_child=1 12 -4 -5 -6 6 7 -9 9 11 -12 22 -14 14 15 -17 17 18 -20 20 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-5.5765372921583054e-06 -9.404256102811816e-06 2.9024851729071305e-06 7.1797553291604165e-06 3.4761282852112069e-06 3.3116638710659821e-06 -3.6522477398648338e-06 8.0151108444884565e-06 -8.9980956366189559e-07 -3.1713552382702423e-07 -5.8698903524145863e-06 6.2691048924534703e-06 -1.0969875717186815e-07 -3.3502408487471437e-06 -4.8350824145018124e-06 4.2414672953504535e-06 -1.5121461183298381e-06 -4.4177979294477999e-06 8.3869875084019437e-06 -3.3406069329606162e-06 2.0315837395407248e-06 -4.4679401302919025e-06 3.23502094943251e-07 8.0991883601200259e-06 -2.1914714062435892e-06 -3.721510214117028e-06 4.8549035454925619e-06 -5.4219801450017256e-06 7.8349921342782308e-06 -3.2782689090552217e-06 2.2535249699599674e-06
leaf_weight=22 20 34 22 26 22 20 21 33 48 20 26 2294 21 25 36 40 27 20 22 37 27 30 20 29 34 23 20 29 29 44
leaf_count=22 20 34 22 26 22 20 21 33 48 20 26 2294 21 25 36 40 27 20 22 37 27 30 20 29 34 23 20 29 29 44
internal_value=0 -7.35164e-07 8.95887e-08 3.30729e-08 3.29886e-10 -2.6532e-08 1.88584e-08 2.5671e-06 -3.33439e-08 -5.67643e-09 1.99695e-06 -6.39747e-08 -1.91647e-07 3.09381e-08 -3.38882e-07 1.21325e-06 -9.6634e-07 -3.72975e-07 4.30042e-07 1.15771e-06 -3.80433e-07 -1.94613e-06 -1.79326e-08 2.0088e-06 -5.80902e-08 -7.02161e-09 -5.33065e-08 -8.49285e-09 2.27836e-06 -6.52241e-08
internal_weight=0 339 2782 2760 2734 2712 2690 54 2636 2616 74 2542 319 298 264 76 188 163 136 114 94 57 2522 49 2473 2439 2416 2396 58 2338
internal_count=3121 339 2782 2760 2734 2712 2690 54 2636 2616 74 2542 319 298 264 76 188 163 136 114 94 57 2522 49 2473 2439 2416 2396 58 2338
is_linear=0
shrinkage=0.1


Tree=6502
num_leaves=31
num_cat=0
split_feature=40 4 42 398 13 132 50 1185 399 12 132 131 133 3 132 9 9 34 11 41 11 9 43 1210 1 4 12 1210 16 403
split_gain=1.78261e-08 4.19366e-08 1.83782e-08 1.87402e-08 5.12698e-08 4.06029e-08 4.69373e-07 2.76688e-07 5.48768e-08 3.38119e-08 3.17409e-08 1.89712e-08 2.71151e-08 3.22634e-08 3.8277e-08 1.88432e-08 4.35731e-08 3.38862e-08 7.30439e-08 3.78882e-08 6.96626e-08 2.83976e-08 1.88517e-08 1.08997e-07 7.30556e-08 2.41755e-07 1.01993e-07 7.23267e-08 3.05442e-07 5.39325e-08
threshold=-0.24620999999999996 0.63556000000000001 0.18223500000000001 0.087820000000000023 -0.039649999999999998 -0.083284999999999984 0.092095000000000024 -1.0000000180025095e-35 0.089300000000000004 0.09474500000000001 -0.037359999999999997 -0.076979999999999979 -0.37971999999999995 -0.088494999999999976 -0.085534999999999986 0.092410000000000006 0.088235000000000022 -0.08786999999999999 -1.0000000180025095e-35 0.086565000000000017 0.081365000000000007 0.10750500000000002 0.0034250000000000005 -0.064799999999999983 0.090405000000000013 -0.077679999999999985 0.095175000000000023 -0.13847499999999999 -0.082179999999999989 -0.014954999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 8 -7 11 -6 -9 -2 -13 -14 -15 16 17 -12 -19 22 -21 -17 27 -24 29 -26 -27 28 -20 -25
right_child=1 -3 -4 4 9 7 -8 10 -10 -11 15 12 13 14 -16 21 -18 18 19 20 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=2.9758892962661326e-06 2.2689379036933134e-06 -4.4727959783856585e-06 3.0326668911584422e-06 -5.7537011170574087e-06 -2.2787365528150379e-06 -1.1499259943818852e-05 1.4190087156521259e-05 3.2042891322611643e-06 -5.3550527755284021e-06 3.2885130843851586e-06 3.6560699203391776e-06 -3.6248797786439271e-06 -1.9536419365591208e-06 5.3779766585648768e-06 -7.3476852934715817e-07 4.8194680414326295e-06 -4.2883048687751092e-06 -5.6539078128559558e-06 1.277032417461173e-05 6.0672600040691455e-06 -1.2747822140113385e-06 -3.3277028112776036e-07 -7.8891169158623592e-06 -2.2254573127219345e-06 -1.2167126050415046e-05 -3.7723591135388767e-06 4.6891004838503905e-06 -2.8531005462439035e-08 -2.441372006697665e-06 1.2141279707116305e-06
leaf_weight=20 32 21 20 21 24 21 25 31 21 20 25 22 33 20 21 20 24 23 22 28 24 23 20 58 21 29 28 2178 33 213
leaf_count=20 32 21 20 21 24 21 25 31 21 20 25 22 33 20 21 20 24 23 22 28 24 23 20 58 21 29 28 2178 33 213
internal_value=0 -1.91922e-08 1.11733e-08 -8.57501e-09 -1.68842e-06 2.78823e-08 1.51042e-06 -6.35613e-08 -6.17035e-07 2.51831e-07 2.22065e-08 1.60296e-07 -5.42585e-07 3.73773e-07 2.24706e-06 -1.34181e-08 -4.61814e-08 -8.50154e-09 -4.27243e-08 5.90316e-09 2.67863e-06 2.06362e-06 -4.75102e-08 -7.09655e-07 -2.98225e-07 -2.99504e-06 3.84147e-07 6.19083e-08 3.64331e-06 4.77981e-07
internal_weight=0 3101 3080 3060 65 2995 174 2821 149 44 2800 128 96 74 41 2769 2726 2702 2677 2654 52 43 2602 369 349 78 57 2233 55 271
internal_count=3121 3101 3080 3060 65 2995 174 2821 149 44 2800 128 96 74 41 2769 2726 2702 2677 2654 52 43 2602 369 349 78 57 2233 55 271
is_linear=0
shrinkage=0.1


Tree=6503
num_leaves=31
num_cat=0
split_feature=132 1185 1203 51 132 2 4 4 156 16 43 4 156 1420 155 0 1 121 10 12 9 47 9 47 47 1427 131 156 157 0
split_gain=1.82021e-08 1.45464e-07 5.14494e-08 1.72406e-08 1.71658e-08 4.91659e-08 3.40051e-08 1.64367e-08 6.87182e-08 1.28838e-07 1.04045e-07 2.81526e-08 5.5622e-08 3.75995e-08 8.02489e-08 2.08641e-08 3.63248e-08 5.26766e-08 2.37959e-08 7.10734e-08 5.59673e-08 3.0109e-08 4.03758e-07 2.29842e-07 4.12575e-08 2.97202e-08 6.20852e-08 5.21154e-08 1.25391e-07 1.57678e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.096070000000000016 -0.41094499999999995 0.097385000000000013 0.11275500000000001 -0.50690499999999983 0.092385000000000009 0.25084500000000004 -0.014584999999999999 -0.50052499999999989 0.3248100000000001 -0.083279999999999979 0.13782500000000003 0.16094000000000003 0.16540500000000002 -0.094339999999999993 0.0036750000000000007 -0.087484999999999993 0.091600000000000015 0.094160000000000008 0.082870000000000013 0.098400000000000015 0.09055500000000001 0.087520000000000001 0.091295000000000015 0.08759500000000002 -0.086284999999999987 -0.085384999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -6 8 9 10 -3 -9 13 -13 15 16 17 -15 20 -20 21 22 24 -23 25 27 -27 -19 29 -29
right_child=1 7 -4 -5 6 -7 -8 11 -10 -11 -12 12 -14 14 -16 -17 -18 18 19 -21 -22 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-1.4615894157111104e-06 8.3594102328615484e-06 6.7322881884473124e-07 -4.8798453885215819e-06 -3.0749192677603786e-06 1.3704938262228759e-07 5.2308576593012346e-06 -4.3455719367102577e-06 2.7201622251537537e-06 -6.1903155173323199e-06 6.4452872154758909e-06 -8.237592423370188e-06 -3.0704625571256896e-06 -5.2399732931007751e-06 -4.7222672556610796e-06 6.4080321044457374e-06 -2.8254064795874e-06 4.0338556464516641e-06 1.6054818435867191e-07 -1.8992109752551706e-06 4.7043704978769267e-06 -5.105715471353549e-06 1.0212422203949246e-05 -1.3221298027217374e-05 1.2897647054923238e-07 4.4056930247196851e-06 5.1473821024217162e-06 -1.9550284520164496e-06 -1.2216643567212899e-05 -1.827242714234014e-07 -7.1370678824678188e-07
leaf_weight=23 21 38 28 20 110 21 20 39 22 23 20 38 20 23 20 25 23 1927 28 39 21 25 23 236 22 32 20 22 166 26
leaf_count=23 21 38 28 20 110 21 20 39 22 23 20 38 20 23 20 25 23 1927 28 39 21 25 23 236 22 32 20 22 166 26
internal_value=0 6.6826e-08 -8.72696e-07 -2.94345e-07 2.52612e-08 1.73253e-06 -5.52585e-07 6.31722e-09 -1.23412e-06 1.12006e-07 -2.39947e-06 5.23587e-08 1.43308e-08 5.30223e-08 9.73436e-08 4.98591e-08 7.71594e-08 4.2292e-08 8.46518e-08 1.94466e-06 3.51991e-08 7.84e-08 -4.01373e-08 1.09482e-06 9.67325e-08 5.35054e-08 2.41569e-06 -3.86661e-09 -1.48437e-06 -5.98589e-06
internal_weight=0 2899 222 194 174 44 130 2878 103 81 58 2775 2736 2716 2678 2658 2633 2610 2587 67 2520 2499 2238 261 2215 2193 52 2141 214 48
internal_count=3121 2899 222 194 174 44 130 2878 103 81 58 2775 2736 2716 2678 2658 2633 2610 2587 67 2520 2499 2238 261 2215 2193 52 2141 214 48
is_linear=0
shrinkage=0.1


Tree=6504
num_leaves=31
num_cat=0
split_feature=156 156 51 1425 47 47 47 393 1453 158 46 1428 157 484 157 2 160 12 1375 157 52 3 148 475 47 16 456 456 10 12
split_gain=2.14126e-08 2.75834e-08 3.37468e-08 2.46782e-08 2.2011e-08 1.61455e-07 8.29034e-08 2.86531e-08 2.43294e-08 3.88964e-08 2.70568e-08 2.34172e-08 2.99758e-08 1.08867e-07 1.0327e-07 9.95171e-08 1.05098e-07 9.05406e-08 8.69462e-08 6.11814e-08 3.1786e-08 1.55999e-07 2.97846e-08 2.78413e-08 4.99171e-08 8.58788e-08 2.68995e-08 3.3694e-08 3.479e-08 3.32324e-08
threshold=0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.084030000000000007 0.092165000000000011 0.096475000000000019 0.088915000000000008 0.12679500000000002 -1.0000000180025095e-35 0.065940000000000012 0.10123000000000001 0.087445000000000009 -0.087424999999999989 0.08764000000000001 -0.086394999999999986 0.087470000000000006 -0.089974999999999986 0.089795000000000014 -0.15308499999999997 -0.083944999999999978 0.51775000000000004 -0.07928499999999998 -0.10069499999999999 0.016915000000000003 0.079365000000000005 -0.095094999999999985 0.091580000000000009 0.088200000000000014 -0.38124499999999995 0.12757000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 11 -7 10 -10 12 13 15 -14 16 -1 -17 -16 -20 22 -22 -21 24 26 -26 27 28 -24 -30
right_child=-2 2 -4 -5 5 8 -8 -9 9 -11 -12 -13 14 -15 18 17 -18 -19 19 20 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=8.3246491364909829e-06 3.1824357869308666e-06 5.0320480200060135e-07 -4.934502142987185e-06 2.5475363246952936e-06 -7.0122787667207522e-06 3.3667127740955037e-06 4.9841364557323693e-06 3.3180556294190377e-06 -2.2303546905317018e-07 -4.4916530316641002e-06 3.5267054673091658e-06 2.9681907449230496e-06 6.4266074841725644e-06 -7.9326298708276056e-06 -4.7171207061416142e-06 -6.2434326975692652e-06 -1.1522190143296029e-06 1.0576130858735819e-06 4.0776488731353316e-06 3.5892906556579301e-06 -3.5872895296051868e-06 7.958622791534253e-06 3.4962746737549497e-06 -3.7321926318630483e-06 -6.0320747185580958e-07 8.112850928227999e-06 2.6922208841521451e-06 -3.6309711991374831e-06 -1.2107156169706397e-07 -2.6567039631632762e-06
leaf_weight=22 21 21 25 38 37 20 34 26 230 20 21 26 25 22 39 35 25 33 37 22 22 25 26 21 26 20 33 28 2088 53
leaf_count=22 21 21 25 38 37 20 34 26 230 20 21 26 25 22 39 35 25 33 37 22 22 25 26 21 26 20 33 28 2088 53
internal_value=0 -2.15555e-08 -2.45207e-06 1.50534e-08 -1.68545e-08 -7.90215e-07 7.75139e-08 1.46558e-08 9.06707e-10 -2.47492e-07 9.06879e-08 -1.80262e-08 -4.78654e-08 -1.48759e-06 3.21518e-08 -2.54627e-07 3.28376e-06 -2.70028e-06 -3.33652e-08 4.27142e-08 -2.04384e-08 2.55415e-06 -7.26636e-08 -1.07767e-07 -7.42963e-08 3.18638e-06 -1.41617e-07 -1.84222e-07 -1.39686e-07 -1.83841e-07
internal_weight=0 3100 46 3054 3016 328 2688 2654 291 271 251 2628 2602 137 2465 115 47 68 2440 2401 2364 47 2317 2295 2274 46 2228 2195 2167 2141
internal_count=3121 3100 46 3054 3016 328 2688 2654 291 271 251 2628 2602 137 2465 115 47 68 2440 2401 2364 47 2317 2295 2274 46 2228 2195 2167 2141
is_linear=0
shrinkage=0.1


Tree=6505
num_leaves=31
num_cat=0
split_feature=448 1348 156 1425 4 2 1 0 52 1429 1429 151 151 457 1 2 160 1429 1429 1419 472 123 123 33 3 40 42 0 47 9
split_gain=1.90489e-08 5.1666e-08 1.75428e-08 2.31778e-08 2.03102e-08 5.70659e-08 1.48777e-07 9.99105e-08 3.44561e-08 2.07984e-08 1.81451e-07 1.09552e-07 9.29741e-08 1.75426e-07 4.23725e-08 1.19145e-07 4.49715e-08 8.30467e-08 5.11739e-08 3.84782e-08 3.46654e-08 3.12629e-08 3.28408e-08 4.26369e-08 3.96235e-08 7.05206e-08 1.4113e-07 3.39516e-08 3.13021e-08 1.88578e-07
threshold=0.068920000000000023 0.093335000000000015 0.32523500000000005 0.10129000000000002 -0.50427999999999995 0.095195000000000016 0.085475000000000009 0.048635000000000005 -0.56368999999999991 0.083715000000000026 0.083985000000000018 -0.5413699999999998 -0.083804999999999977 0.064110000000000014 0.10439500000000002 0.10381000000000001 -0.063384999999999983 0.091465000000000005 0.086095000000000019 0.08956500000000002 -0.043664999999999989 0.11679000000000002 0.08592000000000001 -0.0066799999999999993 -0.012304999999999998 -0.07632499999999999 0.093775000000000011 0.16094000000000003 0.092165000000000011 -0.013509999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 -6 11 -11 -10 13 -12 15 16 17 18 -14 20 -13 22 23 -22 -24 26 -26 28 29 -25
right_child=-2 -3 -4 -5 8 6 -8 -9 9 10 12 19 14 -15 -16 -17 -18 -19 -20 -21 21 -23 24 27 25 -27 -28 -29 -30 -31
leaf_value=-4.2707466625622398e-06 -3.0762640380999074e-06 4.6416268200270373e-06 2.864191962241118e-06 -3.0683692757520477e-06 3.3028439546001211e-06 -9.3253740396903607e-06 1.0430223365772457e-06 4.4292405337128827e-06 7.1087865638797997e-06 -9.3357959446185976e-06 9.2303846519859727e-06 -3.8757371523546604e-06 -2.872023220788833e-06 -2.7992421420011935e-06 2.8851098001971631e-06 -8.2255475495192819e-06 2.4496219364462176e-06 -7.1665260076683597e-06 3.5263466311334923e-06 4.3923894425290654e-06 3.8140917437582786e-06 2.9921534262809601e-06 5.9603877410686351e-07 7.5688435653250631e-06 -5.0626970077620871e-06 -7.3403849637543326e-06 5.0797725239333333e-06 -3.9825704231502422e-06 -9.9542208303491617e-07 6.109177158097093e-08
leaf_weight=22 20 24 21 25 32 25 31 33 22 23 27 23 25 22 22 24 36 21 25 20 30 35 53 34 34 25 23 21 253 2090
leaf_count=22 20 24 21 25 32 25 31 33 22 23 27 23 25 22 22 24 36 21 25 20 30 35 53 34 34 25 23 21 253 2090
internal_value=0 1.98435e-08 -1.62055e-08 -3.59988e-08 -1.09875e-08 -1.33867e-06 -3.58573e-06 9.49246e-07 3.94825e-08 3.32338e-09 -9.19909e-07 8.13284e-08 3.83355e-08 3.82933e-06 -1.17577e-06 -1.85775e-06 -4.29463e-07 -1.88928e-06 3.27162e-07 2.27884e-08 -1.05546e-08 2.36637e-08 -1.68736e-08 6.75327e-08 -1.53494e-06 -2.91228e-06 -9.70122e-07 2.06617e-08 5.60289e-08 1.81272e-07
internal_weight=0 3101 3077 3056 3031 111 56 55 2920 2888 225 2663 202 49 153 131 107 71 50 2641 2621 2598 2563 2428 135 82 57 2398 2377 2124
internal_count=3121 3101 3077 3056 3031 111 56 55 2920 2888 225 2663 202 49 153 131 107 71 50 2641 2621 2598 2563 2428 135 82 57 2398 2377 2124
is_linear=0
shrinkage=0.1


Tree=6506
num_leaves=31
num_cat=0
split_feature=40 2 11 33 9 15 150 16 147 147 147 150 148 49 448 13 42 1429 42 1374 52 4 12 4 51 159 159 157 3 132
split_gain=1.95988e-08 4.49335e-08 2.28624e-08 3.96656e-08 2.78499e-08 3.68181e-08 2.28117e-08 1.0183e-07 4.14205e-08 4.26693e-08 2.91565e-08 2.65108e-08 2.39228e-08 4.38086e-08 2.36368e-08 2.44989e-08 8.79312e-08 3.16798e-07 1.64124e-07 1.64949e-07 1.31826e-07 1.10523e-07 1.01326e-07 9.41485e-08 8.71996e-08 7.0232e-08 1.11856e-07 7.72641e-08 6.45522e-08 8.39907e-08
threshold=-0.24620999999999996 0.31358000000000003 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 -0.18895499999999996 0.12765500000000005 -0.071854999999999988 0.097985000000000017 0.092070000000000013 0.090115000000000015 0.116995 -0.083779999999999979 -0.0087049999999999992 -0.072364999999999985 -0.016469999999999995 0.083715000000000026 0.083615000000000009 0.083995000000000014 0.088460000000000011 -0.085264999999999994 -0.016959999999999999 0.10016000000000001 -0.15289999999999995 0.081440000000000026 0.10545500000000001 0.097495000000000012 -0.071119999999999989 -0.15327499999999997 0.090145000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 8 -8 9 10 11 12 13 -5 -14 16 17 20 -18 28 21 -16 23 -22 -25 26 -17 -27 -20 -30
right_child=1 -3 3 4 5 -7 7 -9 -10 -11 -12 -13 14 -15 15 25 18 -19 19 -21 22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=3.1203489504605389e-06 2.9714906916594305e-06 -3.7479717320820782e-06 -3.8223231955372385e-06 -3.8387615690967156e-07 3.4854081180841407e-07 5.6739431670393976e-06 7.2446576124010881e-06 -1.6511269604375083e-06 -3.3764853952020896e-06 3.8072622091617786e-06 -3.8527725035919503e-06 -3.4023016368060463e-06 -3.0323967901215208e-06 5.7910493160306946e-06 7.5145972979433813e-08 4.0478421410293397e-07 6.5207503212150193e-06 -1.3570706245705618e-05 4.4421420101791609e-06 -9.0766392617069875e-06 5.0191726917215758e-06 9.2516319801645658e-06 -8.1639712888041376e-06 -1.0455800274427501e-06 -6.7593356290320036e-06 -7.6486285624096954e-06 7.953705535328482e-06 -4.1745733243361527e-07 1.0149366056105687e-07 -5.0950200261468128e-06
leaf_weight=20 26 32 27 27 37 20 22 31 37 29 20 23 26 20 35 1057 39 21 33 20 22 21 23 193 31 22 20 45 1110 32
leaf_count=20 26 32 27 27 37 20 22 31 37 29 20 23 26 20 35 1057 39 21 33 20 22 21 23 193 31 22 20 45 1110 32
internal_value=0 -2.01279e-08 1.87418e-08 -6.48711e-09 2.76732e-08 2.2171e-06 -1.45023e-08 2.04146e-06 -5.19993e-08 -9.12513e-09 -4.80953e-08 -2.11118e-08 6.69209e-09 2.24375e-06 -3.15413e-08 -2.89877e-09 -2.58083e-07 -1.66693e-06 1.3694e-07 -7.14015e-08 -8.97758e-07 3.51633e-06 -1.81668e-06 -1.22323e-06 -1.83632e-06 3.49542e-07 5.44968e-07 -2.79187e-06 8.18792e-08 -4.41179e-08
internal_weight=0 3101 3069 3043 3016 57 2959 53 2906 2869 2840 2820 2797 47 2750 2724 1580 346 1234 1195 325 56 269 246 224 1144 1077 67 1175 1142
internal_count=3121 3101 3069 3043 3016 57 2959 53 2906 2869 2840 2820 2797 47 2750 2724 1580 346 1234 1195 325 56 269 246 224 1144 1077 67 1175 1142
is_linear=0
shrinkage=0.1


Tree=6507
num_leaves=31
num_cat=0
split_feature=1429 474 1420 453 1365 132 1186 1185 15 132 48 48 1 1 1 2 456 40 3 47 0 15 47 12 1 3 483 483 2 42
split_gain=1.92968e-08 5.14878e-08 2.79188e-08 1.81514e-08 2.46836e-08 1.81927e-08 4.74042e-07 2.40198e-07 4.94321e-08 2.45838e-08 1.85675e-08 6.65378e-08 4.23668e-08 1.7272e-07 8.78954e-08 5.03948e-08 6.62193e-08 3.96192e-08 7.65767e-08 3.46376e-08 5.83373e-07 2.63446e-07 1.05582e-07 7.14098e-08 4.96135e-08 7.03891e-08 2.9265e-08 1.40496e-07 1.07026e-07 4.06153e-08
threshold=0.12521000000000002 -0.45463999999999999 1.0000000180025095e-35 0.10071000000000001 0.088010000000000019 -0.083284999999999984 0.0044650000000000011 -0.087384999999999977 0.087825000000000014 -0.037359999999999997 0.10061000000000002 0.096835000000000018 0.10205500000000002 0.11181500000000001 0.090130000000000016 0.095040000000000013 0.084890000000000007 -0.049474999999999998 0.12745000000000004 0.092165000000000011 -0.10224499999999999 -0.095869999999999983 0.088915000000000008 0.089005000000000015 0.11751000000000002 -0.07793499999999999 0.10143000000000001 0.096460000000000018 0.11510000000000002 0.096610000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -7 -3 -9 11 19 14 -14 15 16 -12 -15 -19 22 -21 -22 26 -23 25 -25 27 -11 29 -28
right_child=-2 2 -4 -5 -6 7 -8 9 -10 10 12 -13 13 17 -16 -17 -18 18 -20 20 21 23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-4.9547457885117712e-06 3.0962111668486611e-06 7.9652376365366489e-08 3.4110519417633138e-06 -2.9428800817619225e-06 3.2707987439489046e-06 -1.1006137556250906e-05 1.4782220412970756e-05 2.6257705391279679e-06 -3.9349936741928103e-06 -4.4248366335934343e-08 -4.6668501454405487e-06 -4.3277474707940346e-06 9.3444223554028071e-06 3.3958237045226271e-06 -6.5576479028095501e-06 3.46881180844204e-06 2.7240472346337896e-06 -6.4039256699288678e-06 1.1436320382663659e-06 -1.481044023337206e-05 1.1946951225354497e-05 -4.8126915756036966e-06 6.0334750742185861e-06 7.1085941148009048e-06 -2.5433613132008762e-06 -8.9078856200847607e-07 -1.5042728244810923e-06 7.6489126212682855e-06 -8.0545221224037087e-06 3.3050981064661761e-06
leaf_weight=21 20 159 24 21 23 20 22 35 38 2179 27 37 26 25 20 39 22 20 41 27 20 29 29 22 24 22 59 24 21 25
leaf_count=21 20 159 24 21 23 20 22 35 38 2179 27 37 26 25 20 39 22 20 41 27 20 29 29 22 24 22 59 24 21 25
internal_value=0 -1.99763e-08 1.36699e-08 -1.30111e-08 7.26146e-09 -1.76593e-08 8.60017e-07 -8.64782e-08 -6.94746e-07 -7.72121e-09 -4.13853e-08 -1.18359e-07 8.39617e-07 2.20233e-06 -5.73567e-07 7.86452e-07 -1.34849e-06 4.30929e-08 -1.33098e-06 -5.55832e-08 -1.56083e-06 1.49677e-06 3.71664e-08 -6.57907e-07 1.11399e-06 3.1089e-06 -3.81772e-08 3.95627e-08 -1.66923e-06 -7.29124e-08
internal_weight=0 3101 3080 3056 3035 3012 219 2793 197 2773 2738 2518 220 112 108 88 49 86 61 2481 144 117 2337 97 68 44 2308 2203 105 84
internal_count=3121 3101 3080 3056 3035 3012 219 2793 197 2773 2738 2518 220 112 108 88 49 86 61 2481 144 117 2337 97 68 44 2308 2203 105 84
is_linear=0
shrinkage=0.1


Tree=6508
num_leaves=31
num_cat=0
split_feature=394 403 394 1176 394 1182 394 132 42 1213 1213 1212 402 1210 2 4 4 402 42 0 402 160 133 132 132 1446 0 2 1 1210
split_gain=1.80632e-08 2.92025e-08 2.44398e-08 2.90325e-08 3.14507e-08 2.3232e-08 2.13544e-08 2.98798e-07 6.11678e-07 1.80919e-08 1.76617e-07 4.55535e-07 1.46256e-07 1.1759e-07 1.10565e-07 2.59831e-07 1.79133e-07 4.40586e-08 3.62915e-08 3.58981e-08 2.63259e-08 3.02248e-07 1.84313e-07 3.34306e-08 5.64893e-08 5.69199e-08 4.11608e-08 4.39094e-08 1.02684e-07 3.25125e-08
threshold=-0.14580499999999996 -0.014954999999999998 -0.096774999999999986 0.085730000000000015 -0.087044999999999997 0.086460000000000009 1.0000000180025095e-35 -0.083284999999999984 -0.021469999999999996 -0.084954999999999989 -0.087969999999999979 0.086920000000000011 0.13775000000000001 -0.091799999999999979 0.084715000000000013 -0.080924999999999983 -0.081224999999999978 0.11320500000000001 0.093775000000000011 -0.086284999999999987 0.094750000000000015 -0.025879999999999997 -0.14717499999999997 0.093160000000000007 0.090050000000000005 -0.073109999999999994 -0.047369999999999995 0.088745000000000004 0.078340000000000007 -0.097479999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 9 -8 -9 10 13 -12 17 -6 16 -16 -15 20 19 -17 23 -22 -23 24 25 -11 27 28 -25 -27
right_child=2 -3 3 -5 5 -7 7 8 -10 12 11 -13 -14 14 15 18 -18 -19 -20 -21 21 22 -24 26 -26 29 -28 -29 -30 -31
leaf_value=-4.3792886401661235e-06 2.9187196403278185e-06 6.6467955755136003e-07 3.2511494043774291e-06 -3.4624114097899415e-06 -6.7536835208906828e-06 -3.1016432082253689e-06 1.1087591331676343e-05 -1.3990221573815612e-05 8.8310999573245091e-06 4.2974381388679223e-06 1.7675118278930313e-05 -2.7595074698183455e-06 -6.7088869055816877e-06 -8.7211677867214487e-06 1.0751088884067681e-05 3.5988577640940402e-06 1.943513886241514e-06 4.0861340310654596e-06 -3.9261470963379985e-06 -2.0625802790164016e-06 7.9155028898143922e-06 1.1664891991087989e-06 -1.0967100724296723e-05 7.2937170382549361e-06 -3.9685077569162321e-06 -4.1010264055785228e-06 4.542760945531138e-06 -9.6104506460984634e-07 -1.4336346614233062e-06 -5.1513590390034686e-08
leaf_weight=24 29 22 30 24 26 24 23 24 23 30 20 24 33 28 28 24 36 26 23 21 22 21 31 26 37 20 33 76 28 2285
leaf_count=24 29 22 30 24 26 24 23 24 23 30 20 24 33 28 28 24 36 26 23 21 22 21 31 26 37 20 33 76 28 2285
internal_value=0 -1.96696e-06 2.94223e-08 1.91423e-09 2.94271e-08 -2.87629e-09 2.21811e-08 1.74807e-06 -2.82234e-06 -1.95069e-08 8.31477e-07 6.52896e-06 -9.28676e-08 -5.16314e-07 4.97258e-07 2.64362e-06 -2.72228e-06 -1.00104e-08 -6.9475e-07 9.56853e-07 -5.08306e-08 -1.91004e-06 -6.067e-06 3.44214e-09 -9.17541e-08 -3.03237e-08 1.38875e-06 5.88119e-07 2.76842e-06 -8.66504e-08
internal_weight=0 46 3075 3046 3022 2992 2968 70 47 2898 230 44 2668 186 160 96 64 2635 68 45 2609 74 52 2535 2372 2335 163 130 54 2305
internal_count=3121 46 3075 3046 3022 2992 2968 70 47 2898 230 44 2668 186 160 96 64 2635 68 45 2609 74 52 2535 2372 2335 163 130 54 2305
is_linear=0
shrinkage=0.1


Tree=6509
num_leaves=31
num_cat=0
split_feature=132 1185 394 50 1209 43 96 97 10 44 158 1446 479 50 52 2 3 160 160 4 16 12 50 401 403 133 1209 42 133 13
split_gain=2.17534e-08 1.54947e-07 5.4212e-08 4.42592e-08 1.97539e-08 1.37982e-07 1.80438e-08 2.09176e-08 6.23969e-08 2.47822e-08 8.84419e-08 2.16986e-08 4.18591e-08 3.45816e-08 4.33157e-08 1.41453e-07 4.017e-07 2.50747e-07 8.5115e-08 4.10144e-08 4.49771e-08 3.45279e-08 2.6682e-08 4.29413e-08 1.15165e-07 6.95957e-08 3.77848e-08 1.10424e-07 3.53235e-08 2.66643e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.013605000000000001 0.09227500000000001 -0.087714999999999987 -0.0047449999999999992 0.090365000000000015 -0.086464999999999986 0.18273000000000003 0.099360000000000018 -0.47356499999999996 -0.09143999999999998 0.10713500000000002 0.12213000000000002 0.31299000000000005 0.092235000000000025 -0.071329999999999991 -0.53379499999999991 -0.42496499999999993 -0.017809999999999996 -0.039889999999999988 0.095110000000000014 0.11863000000000001 -0.13200999999999999 -0.070544999999999983 0.51114000000000004 -0.065739999999999979 0.089810000000000015 0.41484500000000007 -0.078279999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 7 -6 9 10 -9 -12 13 14 22 16 18 -17 -16 -15 29 -19 23 24 -13 26 27 -25 -28 -21
right_child=1 4 -4 -5 6 -7 -8 8 -10 -11 11 12 -14 19 15 17 -18 21 -20 20 -22 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=1.3560995790725684e-07 8.6316711011542277e-06 -2.2100779185407759e-06 -5.788623817742129e-06 -4.2159323154717442e-06 -3.0067380165469925e-06 8.2218665186571475e-06 -2.9456185979186214e-06 5.8165405387346533e-06 5.4517650181109969e-06 -2.8313699361558154e-06 -3.1021923523835343e-06 7.8502574046979129e-06 3.4180996004806732e-06 5.1044757356066846e-06 4.2714535920822527e-06 1.092151953798748e-05 -1.5785558812437915e-05 -5.4001325354006857e-06 -3.6907073126320911e-06 4.6176747261483797e-06 -3.1034235175668627e-06 2.6876302475405588e-07 -3.6711242830733679e-06 2.4889117912607617e-06 -8.4429125425417738e-07 -4.7050159325934267e-06 1.7984701373557316e-09 -7.6709492527302441e-06 3.5145680440423194e-06 -2.0210545337497688e-07
leaf_weight=174 21 32 21 27 23 21 21 26 21 31 23 25 35 27 25 20 23 22 29 24 23 21 20 20 39 32 2221 23 29 22
leaf_count=174 21 32 21 27 23 21 21 26 21 31 23 25 35 27 25 20 23 22 29 24 23 21 20 20 39 32 2221 23 29 22
internal_value=0 7.30615e-08 -9.54032e-07 -4.48926e-07 1.06116e-08 1.92333e-06 -2.52731e-08 -3.40173e-09 2.14371e-08 -1.98806e-08 1.20564e-08 -4.37766e-08 -1.7529e-08 -6.2991e-08 -1.33162e-07 -1.84315e-06 -4.71834e-06 1.67098e-06 -4.52171e-09 1.80021e-06 5.07234e-07 -2.6316e-06 -3.37861e-08 -3.33535e-09 2.55202e-06 -7.36762e-08 -9.04349e-09 -2.94543e-06 4.70742e-08 2.31256e-06
internal_weight=0 2899 222 201 2878 53 2825 2804 2781 2760 2729 2703 2680 2645 2549 140 77 63 54 96 69 43 2409 2389 64 2325 2293 43 2250 46
internal_count=3121 2899 222 201 2878 53 2825 2804 2781 2760 2729 2703 2680 2645 2549 140 77 63 54 96 69 43 2409 2389 64 2325 2293 43 2250 46
is_linear=0
shrinkage=0.1


Tree=6510
num_leaves=31
num_cat=0
split_feature=132 1185 1186 42 130 42 0 130 399 402 1212 1210 1210 1210 13 1209 403 0 1209 15 15 403 1456 52 131 481 159 52 42 403
split_gain=1.76202e-08 1.25507e-07 5.26095e-08 3.95604e-08 8.76468e-08 4.9204e-08 2.73216e-08 3.15753e-08 2.4613e-08 1.70631e-08 2.97325e-08 1.86136e-08 3.46102e-08 2.31764e-08 1.12118e-07 3.23918e-08 4.56791e-08 1.71195e-07 5.85922e-08 2.63305e-08 2.27205e-07 9.10953e-08 6.91718e-08 8.39438e-08 1.12875e-07 1.56375e-07 1.12035e-07 7.13238e-08 9.31405e-08 1.48011e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 -0.021469999999999996 0.0062100000000000011 -0.010544999999999997 -0.073309999999999986 0.115025 0.086875000000000022 0.31278000000000006 0.15049500000000002 -0.13847499999999999 -0.090569999999999998 -0.077744999999999995 -0.064619999999999983 -0.084519999999999984 -0.5335399999999999 -0.086234999999999992 -0.065739999999999979 0.093115000000000017 0.092145000000000019 -0.23323999999999998 0.04871000000000001 0.5140450000000002 0.09055500000000001 -0.074219999999999994 -0.087844999999999993 0.15116000000000002 0.11839500000000001 -0.054954999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 7 8 -6 10 11 -3 -13 14 -14 -15 17 -17 -18 20 -20 -21 23 24 25 -23 -27 28 29 -28
right_child=1 9 -4 5 6 -7 -8 -9 -10 -11 -12 12 13 15 -16 16 18 -19 19 21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-5.9637646788957005e-06 7.7685066874740492e-06 2.3082746175922303e-06 -5.6212268158820476e-06 5.4328875442231286e-06 3.3575661711893191e-06 -1.9287924307615678e-07 3.3747883449564145e-06 -3.7724104828384955e-06 -1.1713196528262415e-06 2.849615230800174e-06 -3.7602274178858532e-06 -3.9629476542689771e-06 6.7724623696213488e-06 -3.3487663335234115e-06 -1.804191234831316e-06 9.2942962813443355e-06 -5.3124979266223302e-06 -1.5500625571852703e-06 -4.3132842274876851e-08 6.0528330626160222e-06 -1.0749629598763022e-05 7.7392658810519299e-06 -3.9746723572039518e-06 6.7306318669579923e-06 -5.9621692134197263e-06 -5.7472816071571414e-06 -8.1993398047732466e-06 6.4160338124132804e-06 4.976209118681522e-06 5.3502529949912882e-07
leaf_weight=32 21 35 21 22 20 53 20 24 30 21 21 22 27 29 35 24 21 37 2213 30 20 30 34 22 26 29 23 21 34 124
leaf_count=32 21 35 21 22 20 53 20 24 30 21 21 22 27 29 35 24 21 37 2213 30 20 30 34 22 26 29 23 21 34 124
internal_value=0 6.57521e-08 -8.58629e-07 -3.61044e-07 -1.44342e-06 1.45735e-06 9.54218e-08 -7.90893e-07 6.40235e-07 9.54719e-09 -1.13283e-08 1.64315e-08 -1.22063e-08 1.90698e-08 1.9308e-06 -2.45546e-08 1.13093e-08 2.71657e-06 -5.1508e-08 -9.1132e-09 -1.39026e-07 7.68624e-07 3.06448e-07 7.7751e-07 3.21173e-07 9.47099e-07 6.49999e-08 8.99436e-07 2.59389e-07 -8.31576e-07
internal_weight=0 2899 222 201 126 75 94 74 50 2878 2857 2836 2801 2779 62 2717 2688 61 2627 2606 2233 373 343 309 287 261 231 202 181 147
internal_count=3121 2899 222 201 126 75 94 74 50 2878 2857 2836 2801 2779 62 2717 2688 61 2627 2606 2233 373 343 309 287 261 231 202 181 147
is_linear=0
shrinkage=0.1


Tree=6511
num_leaves=31
num_cat=0
split_feature=151 457 457 13 12 42 4 4 12 457 150 150 148 42 1375 150 96 34 34 34 9 13 47 9 47 16 160 16 2 0
split_gain=1.57981e-08 1.90284e-08 9.40389e-08 8.64491e-08 8.04335e-08 1.04938e-07 7.29642e-08 6.33663e-08 1.15636e-07 6.32312e-08 2.59307e-08 3.45257e-08 1.47271e-07 1.93034e-07 7.52127e-08 6.49079e-08 2.33878e-08 3.75482e-08 4.70775e-08 5.22604e-08 3.56152e-08 5.75241e-08 5.01285e-08 3.73064e-07 3.01137e-07 2.82311e-08 5.47318e-08 6.70103e-08 1.28646e-07 1.51872e-07
threshold=0.31634000000000001 -0.081909999999999997 -0.067164999999999989 -1.0000000180025095e-35 0.08815000000000002 0.086555000000000007 -0.008819999999999998 -0.012509999999999999 0.083935000000000023 -0.0071649999999999995 0.12706500000000001 0.10921500000000002 -0.063899999999999985 0.083715000000000026 -1.0000000180025095e-35 0.11819500000000001 0.087370000000000017 -0.08786999999999999 -0.084564999999999987 -0.05547499999999999 0.091600000000000015 -0.0039049999999999992 0.094160000000000008 0.037245000000000007 0.096770000000000009 -0.084119999999999986 0.10070500000000002 -0.097644999999999996 0.090175000000000019 -0.082844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 -1 -4 11 14 15 -14 -11 -13 17 -16 -19 -20 22 -22 23 25 -24 26 27 -21 -29 -30
right_child=-2 2 9 -5 -6 -7 -8 -9 -10 10 -12 12 13 -15 16 -17 -18 18 19 20 21 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=-3.680639152802402e-06 2.8015054067509482e-06 5.0533253117366158e-06 -5.6235892850509116e-06 -7.0439688911284031e-06 4.2664641540568485e-06 -6.6324111704990836e-06 4.4272950570553681e-06 -5.4595594642355892e-06 6.4333781142522643e-06 4.4669135969630393e-06 2.9433455915750529e-06 -1.7165124104808044e-06 -1.2993544429004294e-05 7.337412515084907e-07 3.5957079850551713e-06 6.0560076148942161e-06 -2.8882337330417486e-06 -4.6288633592956268e-06 5.1086346367412719e-06 5.9620230549964674e-07 8.0857549050961102e-07 -6.7758873683487765e-06 1.3136518359715411e-05 -1.3720849157721204e-05 3.4789897148553354e-07 2.4348898830754776e-07 -4.3633280334428751e-06 -5.4056659226978698e-07 -1.2774862712490178e-05 -1.4476675970783995e-06
leaf_weight=26 20 37 20 21 32 29 29 26 20 38 30 22 21 20 29 21 28 22 20 383 20 20 20 20 232 1534 35 297 20 29
leaf_count=26 20 37 20 21 32 29 29 26 20 38 30 22 21 20 29 21 28 22 20 383 20 20 20 20 232 1534 35 297 20 29
internal_value=0 -1.80649e-08 4.39696e-08 -1.00723e-06 -2.24686e-07 -1.3302e-06 1.92217e-07 -1.51358e-06 7.1676e-07 -2.03644e-08 1.88053e-08 -1.21859e-08 -2.00925e-06 -6.29731e-06 4.88818e-08 2.07937e-06 -1.30913e-08 1.69363e-08 -2.21981e-08 1.63367e-08 -2.26847e-08 -2.98366e-06 2.34005e-08 -1.22219e-07 1.36287e-06 -3.86718e-09 -5.00522e-07 -3.15065e-07 -1.32378e-06 -6.07101e-06
internal_weight=0 3101 2918 183 162 130 101 72 46 2881 2861 2831 84 41 2747 43 2709 2681 2652 2630 2610 40 2570 2318 252 2298 764 729 346 49
internal_count=3121 3101 2918 183 162 130 101 72 46 2881 2861 2831 84 41 2747 43 2709 2681 2652 2630 2610 40 2570 2318 252 2298 764 729 346 49
is_linear=0
shrinkage=0.1


Tree=6512
num_leaves=31
num_cat=0
split_feature=448 0 148 148 132 1203 1185 50 132 2 2 16 393 13 130 130 15 393 129 3 43 129 394 4 15 42 130 13 394 42
split_gain=1.65259e-08 3.98845e-08 1.72102e-08 4.62504e-08 1.81468e-08 4.58476e-07 2.46493e-07 9.13415e-08 2.31627e-08 3.8005e-08 3.10014e-08 3.22264e-08 2.17383e-08 2.39225e-08 2.28622e-07 9.15109e-08 5.38593e-08 2.2761e-08 2.4961e-08 9.66643e-08 1.2444e-07 6.96023e-08 6.82575e-08 9.2722e-08 4.73192e-08 4.58198e-08 4.02949e-08 1.29904e-07 1.00418e-07 4.36518e-08
threshold=0.068920000000000023 -0.26343999999999995 -0.098399999999999974 -0.084924999999999987 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.41094499999999995 0.097385000000000013 0.10097500000000002 -0.076354999999999992 0.10483000000000002 0.24813000000000004 -0.23123999999999997 -0.089704999999999993 -0.081924999999999984 0.088255000000000014 0.085395000000000013 -0.094874999999999987 -0.09225499999999999 0.080675000000000011 -0.078674999999999981 -0.078439999999999996 0.083490000000000023 -0.095859999999999987 -0.004729999999999999 -0.010094999999999998 -0.0065099999999999993 -0.093284999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -6 8 9 -5 11 -10 13 14 -8 -16 -15 18 21 -20 -21 25 24 -24 -22 -17 27 -27 -28 -30
right_child=-2 2 3 4 6 -7 12 -9 10 -11 -12 -13 -14 16 15 17 -18 -19 19 20 22 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=3.4764574179875626e-06 -2.8653040612880434e-06 -2.631756336086255e-06 4.571227484782205e-06 -7.5146899276164323e-07 -1.0641776324601697e-05 1.4890476915665896e-05 1.0657549009920331e-05 -7.0645967344162848e-06 -6.8724701938716706e-07 5.2716137497554884e-06 -3.6739236433137334e-06 3.6873663102962189e-06 2.6182612072584416e-06 -5.5971608671825381e-06 -6.4969906072127003e-06 3.5124173014840687e-06 1.6900868668354061e-08 -3.1526315702332954e-06 5.549549699679073e-06 -6.0435331598845171e-06 1.6274807057925502e-06 -5.9521086541280972e-06 7.1591538097905101e-06 -4.3097765438478048e-08 -5.1690295636251998e-06 2.1629844853193321e-06 6.8632616668245252e-06 -7.8333318399997496e-06 -4.1575401912023852e-06 -3.6726001493120563e-08
leaf_weight=33 20 25 22 22 22 21 20 20 85 20 26 21 31 25 22 36 54 23 39 28 20 20 33 39 21 26 21 26 26 2274
leaf_count=33 20 25 22 22 22 21 20 20 85 20 26 21 31 25 22 36 54 23 39 28 20 20 33 39 21 26 21 26 26 2274
internal_value=0 1.84832e-08 -1.87115e-08 2.75621e-09 -3.0513e-08 8.54906e-07 -9.83552e-08 -6.64409e-07 7.1245e-08 2.11667e-06 -5.79571e-07 1.79422e-07 -1.50379e-08 -4.469e-08 5.97785e-09 -7.42902e-08 -1.7597e-06 -2.0605e-08 7.00579e-09 1.14325e-06 -7.55154e-08 -7.7195e-08 1.40329e-06 3.25793e-06 -1.85366e-06 -2.84203e-08 -8.21372e-08 -2.83517e-06 -2.04578e-08 -8.33091e-08
internal_weight=0 3101 3068 3043 3021 215 2806 194 174 42 132 106 2784 2753 2674 2654 79 2632 2609 180 141 2429 113 72 41 2409 2373 52 2321 2300
internal_count=3121 3101 3068 3043 3021 215 2806 194 174 42 132 106 2784 2753 2674 2654 79 2632 2609 180 141 2429 113 72 41 2409 2373 52 2321 2300
is_linear=0
shrinkage=0.1


Tree=6513
num_leaves=31
num_cat=0
split_feature=130 121 33 390 12 1186 4 132 50 1185 1203 15 393 1213 42 42 1213 1212 1213 52 1212 13 2 401 16 133 133 402 1208 1209
split_gain=2.52926e-08 5.58077e-08 2.11579e-08 1.6727e-08 6.83788e-08 2.25505e-08 1.05083e-07 5.45197e-08 7.6039e-07 3.93041e-07 4.89812e-08 2.95477e-08 2.23022e-08 1.84612e-08 1.74372e-07 5.80948e-07 2.70597e-07 1.61574e-07 7.03823e-08 8.32993e-08 4.11585e-08 6.46584e-08 3.69256e-08 2.73817e-08 1.10172e-07 3.91608e-08 4.1224e-08 3.5606e-08 1.39444e-07 7.46377e-08
threshold=-0.23647499999999996 -0.088279999999999983 -0.044254999999999996 0.087590000000000015 0.088485000000000022 0.057025000000000006 -0.082349999999999993 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.085960000000000023 -0.016799999999999995 0.10483000000000002 -0.085284999999999986 0.087505000000000013 0.086325000000000013 -0.090954999999999994 -0.089079999999999979 -0.09411499999999999 0.081010000000000013 -0.063924999999999996 -0.064619999999999983 0.090790000000000023 -1.0000000180025095e-35 -0.069894999999999985 0.50628500000000021 0.41553500000000004 -0.12951499999999996 0.10233500000000001 -0.084519999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 7 -7 8 10 -9 -4 -8 13 14 15 18 22 -15 19 -11 21 -19 -16 24 -22 26 27 -25 29 -29
right_child=1 2 3 4 -6 6 11 9 -10 12 -12 -13 -14 17 16 -17 -18 20 -20 -21 23 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-3.5447520599518615e-06 4.7285077134802127e-06 3.14790955339309e-06 2.1593118625232147e-07 -2.0721933661131214e-06 5.329882889362545e-06 -6.6291177298743218e-06 -1.0483812022559708e-06 -1.4106484441072098e-05 2.0065528534018996e-05 -2.3228877346679969e-06 -4.3426429004154797e-06 4.0228547004517172e-06 3.2906620026551538e-06 -7.5605541387003857e-06 2.0790310818833511e-06 1.6026913147015876e-05 -1.2024151128157842e-05 7.1822310599145573e-06 -5.3575959761722272e-06 4.5763580604735971e-06 1.9521065236663811e-06 -4.4617444291361609e-07 -2.2384149417575828e-06 -3.4370429529512733e-06 -7.1811115758464442e-06 3.0848160002815115e-06 -4.6309853792081421e-06 -5.6512298272082262e-06 7.7217956162633566e-06 -4.4284799178916369e-08
leaf_weight=20 25 21 149 24 26 28 27 20 20 35 28 20 20 29 52 28 22 20 22 35 28 25 32 31 25 39 20 24 23 2203
leaf_count=20 25 21 149 24 26 28 27 20 20 35 28 20 20 29 52 28 22 20 22 35 28 25 32 31 25 39 20 24 23 2203
internal_value=0 2.28626e-08 -1.53822e-08 -3.71266e-08 1.77689e-06 -6.73099e-08 -1.77953e-06 -2.34818e-08 1.5832e-06 -1.39295e-07 -5.05199e-07 1.10959e-06 -3.63296e-08 -6.10381e-08 8.04013e-07 3.41465e-06 -2.15142e-06 -1.40285e-07 -4.23866e-07 1.12674e-06 -5.20207e-08 2.94423e-06 4.3429e-07 -1.08365e-07 -2.35602e-06 -5.74563e-08 -1.10715e-07 -7.10811e-08 -2.47056e-08 -1.0471e-07
internal_weight=0 3101 3076 3055 50 3005 75 2930 197 2733 177 47 2713 2693 226 120 106 2467 92 70 2438 45 84 2393 53 2340 2301 2281 2250 2227
internal_count=3121 3101 3076 3055 50 3005 75 2930 197 2733 177 47 2713 2693 226 120 106 2467 92 70 2438 45 84 2393 53 2340 2301 2281 2250 2227
is_linear=0
shrinkage=0.1


Tree=6514
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 40 42 2 1209 2 12 1208 1210 1209 402 133 133 481 1447 160 160 42 133 1454 15 13 52 402 52 15 52
split_gain=2.22243e-08 1.81503e-07 5.94976e-08 2.05786e-08 4.65464e-08 1.70689e-08 3.20365e-08 1.81708e-08 7.82684e-08 1.59757e-07 4.11058e-08 2.07341e-08 3.70022e-08 2.44003e-08 2.28951e-08 1.7796e-07 1.74637e-07 1.17857e-07 1.029e-07 2.54177e-07 2.2539e-07 1.17659e-07 9.16669e-08 7.97014e-08 4.38043e-07 1.11838e-07 6.2647e-08 1.01454e-07 6.35545e-08 1.38497e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23647499999999996 -0.23202499999999995 0.12293000000000001 0.10497000000000002 0.10272000000000002 0.094215000000000007 0.093965000000000007 0.086590000000000014 1.0000000180025095e-35 -0.087714999999999987 -0.47355499999999995 0.09112000000000002 0.090310000000000015 -0.086219999999999977 -0.051529999999999992 -0.085764999999999994 -0.046074999999999991 0.087665000000000007 0.093255000000000018 0.10642000000000001 0.11842000000000001 -0.078279999999999975 0.11639500000000001 -0.0088649999999999979 0.086040000000000019 0.087575000000000014 0.091820000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 7 -7 10 9 -9 11 12 -6 -14 15 22 -16 -18 20 -20 -19 -21 23 -15 -25 -26 27 -23 -28 -30
right_child=1 3 -4 4 5 6 -8 8 -10 -11 -12 -13 13 14 16 -17 17 18 19 21 -22 26 -24 24 25 -27 28 -29 29 -31
leaf_value=-3.4236277497022701e-07 9.3368924072343541e-06 -3.1902771343084166e-06 -5.2734902940950898e-06 3.9468622420220833e-06 3.2774256721625407e-06 -4.9407043364624313e-06 -1.7704010512413031e-07 4.16473584500131e-06 5.9847663587438898e-06 -7.6271222951618259e-06 -4.3214924682450308e-06 -2.6880214509869154e-06 2.8886228956880274e-06 2.1362185414918067e-07 -9.1758888975559589e-06 8.6661483067018714e-06 6.2952615735412116e-06 1.1172177496312294e-05 -1.0855458000290898e-05 -5.7901516965029192e-06 -1.675330796362889e-06 4.5431805347107005e-07 -5.0687167855098127e-06 -1.5813869844123477e-05 -2.294143320926066e-06 6.5688700222684322e-06 2.3410872390741133e-07 -7.030453556395785e-06 -7.4482351341099617e-07 1.0753084534371738e-05
leaf_weight=194 21 20 28 30 35 20 48 27 26 20 22 28 29 2016 23 24 26 22 26 37 36 55 35 20 35 24 125 27 22 20
leaf_count=194 21 20 28 30 35 20 48 27 26 20 22 28 29 2016 23 24 26 22 26 37 36 55 35 20 35 24 125 27 22 20
internal_value=0 7.3844e-08 -9.64307e-07 6.25401e-09 2.8623e-08 -1.29425e-08 -1.57812e-06 2.56198e-08 1.58232e-06 -8.53076e-07 -1.66724e-08 1.88646e-08 4.76067e-08 4.16176e-09 -2.83487e-08 1.03215e-07 -7.04692e-07 -2.12678e-07 -6.69992e-07 -1.38902e-06 3.19786e-06 -5.28431e-07 6.731e-09 9.15237e-08 -3.0243e-06 1.31115e-06 2.53431e-07 -2.01018e-06 1.36491e-06 4.73037e-06
internal_weight=0 2899 222 2878 2858 2828 68 2760 73 47 2687 2665 2637 2602 2573 2154 419 396 370 312 58 286 2130 2095 79 59 249 82 167 42
internal_count=3121 2899 222 2878 2858 2828 68 2760 73 47 2687 2665 2637 2602 2573 2154 419 396 370 312 58 286 2130 2095 79 59 249 82 167 42
is_linear=0
shrinkage=0.1


Tree=6515
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 12 1429 156 1429 11 11 1420 156 1425 1454 52 3 150 15 1348 1455 1455 15 1456 1451 1453 1455 50 2 0 16
split_gain=1.80016e-08 1.47018e-07 4.81931e-08 1.66687e-08 4.05546e-08 1.58199e-08 5.17945e-08 2.11799e-08 1.69569e-08 2.64064e-08 3.0522e-08 3.1444e-08 2.13153e-08 2.08992e-08 3.14036e-08 7.65966e-08 3.28573e-08 1.22993e-07 6.70314e-08 2.57498e-08 4.30309e-08 3.83236e-08 3.32119e-08 2.73728e-08 4.6571e-08 6.33545e-08 1.49215e-07 9.03876e-08 3.54735e-08 1.39158e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23647499999999996 0.23631000000000002 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.096435000000000007 0.087925000000000017 -0.086219999999999977 -0.092624999999999985 0.084030000000000007 0.10906500000000001 0.55608500000000005 -0.079379999999999992 0.12416000000000001 -0.026084999999999994 -0.047944999999999995 -0.097209999999999977 -0.089344999999999994 0.088495000000000018 -0.16480999999999998 0.087145000000000014 1.0000000180025095e-35 0.090900000000000022 0.11534500000000002 0.09167500000000002 -0.14794999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 7 -7 9 10 -9 -12 13 14 16 -16 18 -18 -13 21 -21 -20 -22 24 25 28 27 -27 29 -24
right_child=1 3 -4 4 -6 6 -8 8 -10 -11 11 12 -14 -15 15 -17 17 -19 19 20 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.0812590001957133e-07 8.4032046634958886e-06 -2.8712495941363158e-06 -4.7461413739061501e-06 -2.8099478004151026e-06 4.3026769338377397e-06 -2.8110165847768561e-06 5.0833172895181635e-06 3.7181270768500827e-06 1.8471252343140213e-06 -2.5484531661499117e-06 -3.3554061916772429e-06 -5.8251019845556586e-06 2.7096253571189351e-06 2.4105406243636804e-06 -6.6650648536976767e-06 1.7966846451145102e-06 6.9535778893309887e-06 -2.2563403631622728e-06 6.5895129120525046e-07 4.1598632160457781e-06 -3.9699085541704859e-06 -5.1192812198526861e-06 2.3101885099530842e-07 3.7083908136992252e-06 -4.3892901156065513e-06 1.1185816934011245e-05 -3.5066353362985277e-06 2.2023222394788417e-06 -1.8366679868940838e-07 8.0241316315830492e-06
leaf_weight=194 21 20 28 20 22 27 20 22 49 41 28 20 29 35 23 20 29 29 22 25 21 24 193 20 24 21 23 24 2021 26
leaf_count=194 21 20 28 20 22 27 20 22 49 41 28 20 29 35 23 20 29 29 22 25 21 24 193 20 24 21 23 24 2021 26
internal_value=0 6.64576e-08 -8.67876e-07 5.62655e-09 2.57586e-08 -7.41915e-09 1.24852e-08 -2.37869e-08 3.39088e-09 -2.98234e-08 8.72221e-09 -2.19917e-08 1.35106e-08 -1.65614e-08 -4.96798e-08 -2.72937e-06 -3.99123e-09 2.34862e-06 -5.93692e-08 -1.21865e-08 3.27698e-08 -2.35578e-06 -1.07099e-08 2.46401e-08 -6.95293e-09 3.86173e-08 3.04567e-06 6.39462e-06 -5.26681e-08 1.15623e-06
internal_weight=0 2899 222 2878 2858 2836 2816 2796 2769 2720 2679 2657 2629 2600 2565 43 2522 58 2464 2444 2398 46 2373 2352 2332 2308 68 45 2240 219
internal_count=3121 2899 222 2878 2858 2836 2816 2796 2769 2720 2679 2657 2629 2600 2565 43 2522 58 2464 2444 2398 46 2373 2352 2332 2308 68 45 2240 219
is_linear=0
shrinkage=0.1


Tree=6516
num_leaves=31
num_cat=0
split_feature=12 130 47 47 47 2 0 47 47 0 484 34 9 10 15 4 43 393 2 1 147 147 151 2 16 4 12 402 1210 12
split_gain=2.00616e-08 4.35504e-08 1.7164e-08 1.58257e-07 7.34825e-08 2.87047e-08 7.11555e-08 6.66885e-08 2.72571e-08 3.60959e-08 2.77513e-08 2.44525e-08 2.40519e-08 1.05465e-07 2.37932e-08 6.99008e-08 2.54549e-08 2.35361e-08 2.05595e-08 3.17043e-08 2.03238e-08 4.35847e-08 2.54146e-08 5.83614e-08 2.18232e-08 4.36337e-08 4.61774e-08 1.76658e-07 1.53998e-07 8.69643e-08
threshold=0.23631000000000002 -0.22461999999999996 0.092165000000000011 0.096475000000000019 0.090100000000000013 0.10402500000000002 -0.11991499999999998 0.11370000000000001 0.099485000000000004 -0.094299999999999981 -0.078424999999999981 -0.112215 0.085555000000000006 0.053330000000000009 -0.065449999999999994 0.010840000000000001 -0.065269999999999981 0.12679500000000002 0.14445500000000003 0.12456000000000002 0.099230000000000013 0.093875000000000014 0.11088000000000002 0.091265000000000013 0.054560000000000004 -0.17966999999999997 0.088245000000000004 0.12317000000000002 -0.40154499999999999 0.088435000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 11 6 -5 -7 -8 -10 -11 -3 17 -14 15 -12 -16 20 19 -9 21 22 24 -24 25 -13 27 -27 -28 -30
right_child=-2 2 3 5 -6 7 8 18 9 10 14 12 13 -15 16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=4.0205047820631146e-06 -2.942461129429791e-06 -3.1535847540453689e-06 -6.7653932223708436e-06 5.8423233819363915e-06 5.9624441538138253e-06 -6.5097079118459082e-06 3.2852647277452536e-06 -1.0137900146758143e-06 -3.8894606873327577e-06 -2.4043775327652016e-06 -1.4662060975392945e-07 3.8776815972596522e-06 6.6951483438094359e-06 -1.6231426600045652e-06 -2.3835524907847305e-06 7.1571688025073854e-06 2.1923276148072548e-06 3.0003991259246294e-06 -2.5420400799616583e-06 4.2392567161186891e-06 2.2723752888814968e-06 -4.2988494404501887e-06 6.3730639544701256e-06 -8.1215357677312845e-07 -6.3099358038138673e-07 -2.0962539524960545e-07 9.058030160044186e-06 -9.4690116817392199e-06 -5.6771521920619188e-06 5.6257164475936734e-07
leaf_weight=27 23 24 38 24 21 20 23 27 25 31 38 30 27 35 31 20 20 26 21 20 38 24 20 26 528 1095 21 21 23 774
leaf_count=27 23 24 38 24 21 20 23 27 25 31 38 30 27 35 31 20 20 26 21 20 38 24 20 26 528 1095 21 21 23 774
internal_value=0 2.18549e-08 -1.33009e-08 -6.85551e-07 6.98387e-08 8.45622e-08 7.14778e-07 -1.43368e-06 6.01973e-08 -3.89358e-07 2.35661e-07 2.42101e-08 5.25833e-08 1.99934e-06 9.86497e-07 2.37193e-06 -5.8909e-07 6.6203e-09 5.92642e-08 1.22155e-06 -2.33175e-08 -5.73676e-08 -1.7259e-08 2.31185e-06 -6.02523e-08 9.31853e-08 3.44806e-08 -3.83861e-07 6.05226e-07 3.82504e-07
internal_weight=0 3098 3071 338 2733 300 212 88 188 165 140 2712 2688 62 109 58 51 2626 68 47 2600 2562 2538 46 2492 1964 1934 1116 818 797
internal_count=3121 3098 3071 338 2733 300 212 88 188 165 140 2712 2688 62 109 58 51 2626 68 47 2600 2562 2538 46 2492 1964 1934 1116 818 797
is_linear=0
shrinkage=0.1


Tree=6517
num_leaves=31
num_cat=0
split_feature=130 12 156 475 12 142 15 45 3 147 147 483 158 158 42 1456 153 1455 43 1455 13 47 0 15 3 47 484 2 481 160
split_gain=1.75333e-08 3.81166e-08 1.56813e-08 2.89071e-08 1.72948e-08 5.31787e-08 4.90791e-08 3.30785e-08 2.57385e-07 2.98464e-08 3.32904e-08 3.64257e-08 3.66959e-08 3.61847e-08 3.28501e-08 3.15604e-08 4.76696e-08 3.22592e-08 7.42903e-08 4.85313e-08 1.30811e-07 2.48211e-08 1.74557e-07 5.63528e-07 2.03157e-07 1.04316e-07 3.66512e-08 6.87472e-08 5.66902e-08 3.25814e-08
threshold=-0.23647499999999996 0.23631000000000002 0.3248100000000001 0.13528000000000004 0.12757000000000002 -0.057499999999999989 -0.071579999999999991 0.083445000000000005 0.10299500000000002 0.099730000000000027 0.093875000000000014 -0.47181499999999993 0.12023500000000002 0.11533 0.090240000000000015 0.11510000000000002 1.0000000180025095e-35 -0.097209999999999977 -0.070064999999999975 -0.066404999999999978 -0.077799999999999994 0.092165000000000011 -0.10224499999999999 -0.11033999999999998 -1.0000000180025095e-35 0.089785000000000018 -0.23687999999999995 0.091055000000000011 -0.15689499999999998 -0.55323499999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 9 -9 10 11 -7 13 15 -14 16 17 18 -13 20 -19 25 23 -23 -24 26 27 -21 -28 -30
right_child=1 -3 -4 -5 6 7 -8 8 -10 -11 -12 12 14 -15 -16 -17 -18 19 -20 21 -22 22 24 -25 -26 -27 28 -29 29 -31
leaf_value=-2.9513605159081636e-06 4.8084970577346923e-06 4.1666556383419943e-06 -2.6119567367103353e-06 3.7063583953394778e-06 -5.6077074900496797e-06 3.6144909228953894e-06 2.6811664755851696e-07 -1.1248595936876882e-05 3.7187040199960895e-06 3.2730487102331354e-06 -3.5025381024482798e-06 7.0325011635978974e-07 4.4411886392481391e-07 4.2764152772178938e-06 -4.7880013827731707e-06 3.4749705824092067e-06 -4.6617201941888773e-06 7.4678245014105236e-06 -7.2190279706774166e-06 -1.191974170069443e-06 -3.0446890559687745e-06 6.6224291274804583e-07 -6.3024692838701306e-07 -1.9379309331952758e-05 9.2166421704102209e-06 7.2936211847718373e-06 -4.2598383706424486e-06 7.0001191477872674e-06 3.5653040903036107e-06 4.7406122715037261e-09
leaf_weight=20 23 22 23 21 21 28 44 20 27 28 27 29 20 20 30 26 22 29 20 20 20 47 165 20 24 20 31 21 26 2227
leaf_count=20 23 22 23 21 21 28 44 20 27 28 27 29 20 20 30 26 22 29 20 20 20 47 165 20 24 20 31 21 26 2227
internal_value=0 1.90273e-08 -1.06082e-08 8.97001e-09 -1.66132e-08 1.87015e-08 -1.63023e-06 -1.86806e-08 -2.65036e-06 2.39707e-08 -7.70555e-09 2.54616e-08 -1.02121e-08 3.83051e-08 -2.69515e-06 7.44879e-09 -2.56845e-08 1.21046e-08 -2.53033e-06 5.91157e-08 3.177e-06 3.78163e-10 -9.34579e-07 -5.32031e-06 6.20152e-07 1.02446e-07 4.05864e-08 3.00398e-06 -1.26093e-08 4.58301e-08
internal_weight=0 3101 3079 3056 3035 2970 65 2947 47 2900 2872 2845 2817 2767 50 2747 2721 2699 49 2650 49 2601 256 67 189 2345 2325 41 2284 2253
internal_count=3121 3101 3079 3056 3035 2970 65 2947 47 2900 2872 2845 2817 2767 50 2747 2721 2699 49 2650 49 2601 256 67 189 2345 2325 41 2284 2253
is_linear=0
shrinkage=0.1


Tree=6518
num_leaves=31
num_cat=0
split_feature=12 130 46 1371 0 47 15 47 0 15 12 1 12 1 15 3 15 48 0 2 43 15 160 1 2 13 2 12 1212 42
split_gain=2.13281e-08 4.02281e-08 1.66105e-08 1.96983e-08 1.83814e-08 1.4755e-07 4.51217e-07 1.58997e-07 9.72108e-08 1.01549e-07 5.31172e-08 5.21918e-08 5.19444e-08 6.00717e-08 1.5981e-07 2.86321e-07 8.75141e-08 2.37646e-07 8.15199e-08 9.68458e-08 1.01203e-07 7.72721e-08 1.11007e-07 6.18685e-08 4.38171e-08 3.93349e-08 9.6271e-08 2.91949e-07 3.88055e-07 2.84984e-07
threshold=0.23631000000000002 -0.22461999999999996 -0.052299999999999992 0.095040000000000013 -0.10151999999999999 0.094160000000000008 -0.11345499999999999 0.082095000000000015 -0.097274999999999986 -0.099734999999999976 0.092655000000000015 0.077565000000000009 0.089410000000000003 0.080270000000000022 -0.015039999999999998 0.0022600000000000003 -0.088429999999999995 -0.072824999999999987 -0.15350499999999997 0.082850000000000021 -0.029804999999999995 -0.09551999999999998 0.088755000000000014 0.097115000000000021 0.10402500000000002 -0.088319999999999996 0.084755000000000011 0.088245000000000004 -0.087764999999999996 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 24 10 9 -6 12 -12 13 18 16 -16 21 -18 -4 -20 -21 22 23 -15 -7 26 29 28 -28 -10
right_child=-2 2 3 -5 8 6 -8 -9 25 -11 11 -13 -14 14 15 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.8656247532479166e-06 -3.0339323292655933e-06 -2.8140618806695614e-06 7.5474384175322491e-06 3.1360570051219839e-06 -8.3058775042696539e-06 2.8781094256048944e-06 1.6673851067397747e-05 -8.2796560926236349e-06 6.7182011699173932e-06 -7.8103031286291108e-07 7.1064866401251316e-06 6.0644996665359944e-07 -4.5554862044809853e-06 6.7231464962115644e-06 -1.4942532703798862e-05 -5.6241691538616577e-07 -3.437049776443423e-06 8.8330636590159739e-06 -5.3846362197873538e-06 7.7834103080931537e-06 -1.6968415360215281e-07 -4.5532959359805222e-06 -5.6761121372388023e-06 6.8844750374480041e-07 -2.5002615681538982e-06 -1.7453845965563174e-07 -1.6096455456136029e-05 4.9469101003733863e-06 -7.8470050830503628e-07 -3.4541367832779155e-06
leaf_weight=27 23 21 22 20 29 28 22 23 80 47 21 30 25 23 20 45 27 38 20 24 48 38 22 65 33 2077 20 65 96 42
leaf_count=27 23 21 22 20 29 28 22 23 80 47 21 30 25 23 20 45 27 38 20 24 48 38 22 65 33 2077 20 65 96 42
internal_value=0 2.25221e-08 -1.12661e-08 8.0318e-09 -1.26152e-08 4.96864e-07 4.39642e-06 -1.62328e-07 -1.31687e-07 -3.65235e-06 2.366e-07 3.28294e-06 -1.35973e-07 1.45884e-07 -6.4684e-07 -4.98707e-06 6.77642e-07 3.73625e-06 2.07902e-06 7.71351e-07 2.48135e-06 -6.65664e-07 6.77336e-07 2.2657e-06 -3.15011e-08 -1.92627e-08 1.04512e-06 -4.18294e-07 -3.42466e-06 3.21625e-06
internal_weight=0 3098 3071 3050 3030 574 83 491 2456 76 468 51 417 392 278 65 213 65 114 92 72 148 110 88 61 2380 303 181 116 122
internal_count=3121 3098 3071 3050 3030 574 83 491 2456 76 468 51 417 392 278 65 213 65 114 92 72 148 110 88 61 2380 303 181 116 122
is_linear=0
shrinkage=0.1


Tree=6519
num_leaves=31
num_cat=0
split_feature=130 10 0 40 4 45 11 9 33 1446 479 481 0 479 483 158 159 159 1456 43 16 159 159 123 123 1 3 2 1 48
split_gain=1.82164e-08 3.74189e-08 6.48396e-08 4.39951e-08 2.32281e-08 1.70502e-08 9.1832e-08 3.94521e-08 7.32892e-08 1.8226e-08 4.29191e-08 2.73293e-08 1.35114e-07 3.57663e-08 3.15617e-08 2.99665e-08 2.25685e-08 8.07063e-08 7.97982e-08 9.83881e-08 7.25629e-08 5.47982e-08 4.24602e-08 2.6041e-08 3.12408e-08 3.93572e-08 4.95424e-08 9.95757e-08 1.47893e-07 9.00962e-08
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.63113500000000011 0.094030000000000016 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 -0.09143999999999998 0.10713500000000002 -0.15265499999999996 -0.082484999999999989 0.084530000000000008 -0.47356499999999996 0.13509500000000002 0.10519500000000001 0.108225 -0.077604999999999993 -0.078139999999999973 0.26676500000000009 0.10382000000000001 0.097885000000000014 0.11679000000000002 0.09499500000000001 0.13927000000000003 0.11658 0.10644500000000001 0.11061500000000002 0.097025000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 8 -8 -10 11 12 -11 14 -13 16 21 -18 -19 -20 -21 22 23 24 25 26 -16 -28 -29 -30
right_child=1 3 -4 4 -6 -7 7 -9 9 10 -12 13 -14 -15 15 -17 17 18 19 20 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-3.008288763339806e-06 -8.605242079457163e-07 -4.5821917670504521e-06 7.0953438674337127e-06 5.9299715286005481e-06 3.1094141509887175e-06 -2.1187884586101735e-06 5.2885952282639877e-06 -3.1986792791007574e-06 -2.8482953350407038e-06 -7.0715399429159503e-06 3.4090523497651604e-06 -3.8305144512791728e-06 3.7727791095676366e-06 3.9018142141013294e-06 -2.060263988433474e-08 3.8289674012048633e-06 -5.3031472640748544e-06 -5.7755215925681122e-06 -3.6130370880704094e-06 1.1919632838810317e-06 8.2431353723677604e-06 4.9858150842655142e-06 -3.7663883654204257e-06 3.2294831507897471e-06 -3.0704762821187614e-06 -3.3514727597187578e-06 -3.110440042501768e-06 1.0176348396621157e-05 4.6406390075454899e-06 -3.9109702460006126e-06
leaf_weight=20 21 21 20 26 24 38 26 39 23 27 36 22 20 23 2307 20 37 20 31 54 20 22 30 25 33 34 26 26 28 22
leaf_count=20 21 21 20 26 24 38 26 39 23 27 36 22 20 23 2307 20 37 20 31 54 20 22 30 25 33 34 26 26 28 22
internal_value=0 1.94067e-08 3.02039e-06 -2.08026e-08 1.07174e-08 -1.39488e-08 1.29185e-08 -3.92142e-08 3.10009e-09 -4.4517e-08 -2.19927e-08 -6.56849e-08 -2.45694e-06 -2.52572e-08 -5.80184e-08 -2.76729e-08 -5.60828e-08 -1.20063e-06 1.37131e-08 1.11642e-06 3.09769e-06 1.65442e-08 -2.66497e-08 1.82092e-08 -1.42148e-08 2.70691e-08 7.4753e-08 2.23147e-06 4.05897e-06 8.77931e-07
internal_weight=0 3101 41 3060 3039 3015 2977 2951 2912 2886 2863 2827 47 2780 2757 2735 2715 162 125 105 74 2553 2531 2501 2476 2443 2409 102 76 50
internal_count=3121 3101 41 3060 3039 3015 2977 2951 2912 2886 2863 2827 47 2780 2757 2735 2715 162 125 105 74 2553 2531 2501 2476 2443 2409 102 76 50
is_linear=0
shrinkage=0.1


Tree=6520
num_leaves=31
num_cat=0
split_feature=132 1203 393 50 52 1213 132 4 0 120 1 120 130 9 33 9 16 49 34 2 455 447 447 447 48 2 149 13 133 1456
split_gain=1.5878e-08 4.58112e-07 2.25496e-07 1.1556e-07 1.74749e-08 2.17609e-08 2.21826e-08 3.06394e-08 3.43132e-08 1.7269e-08 2.98256e-08 7.86588e-08 3.63588e-08 2.18506e-08 5.46413e-08 5.5328e-08 3.38609e-08 1.85527e-08 1.82956e-08 5.91769e-08 2.23591e-08 1.88456e-08 4.56876e-08 3.46868e-08 2.28519e-08 5.21368e-08 3.17293e-08 2.07758e-08 1.36257e-07 9.55291e-08
threshold=-0.083284999999999984 0.089165000000000008 0.12679500000000002 0.10022000000000002 0.090645000000000017 0.085835000000000009 -0.41094499999999995 0.098655000000000007 -0.086554999999999979 0.09852000000000001 0.16540500000000002 1.0000000180025095e-35 -0.22461999999999996 0.092890000000000014 -0.009184999999999997 0.086220000000000005 -0.4179199999999999 -0.42399999999999993 -0.08786999999999999 -0.055814999999999997 0.090605000000000019 0.094580000000000011 0.089635000000000006 0.086195000000000008 -0.031249999999999997 0.08734500000000002 0.091325000000000003 -0.084034999999999985 0.11524500000000001 0.087500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 6 -1 8 -8 10 11 12 -2 14 -14 17 -15 -16 -19 -20 21 22 23 24 25 -21 27 28 29 -26
right_child=2 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 13 16 15 -17 -18 18 19 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=2.6765798810191447e-06 4.0101247342289277e-06 1.4172491967695786e-05 -1.0643601940500958e-05 -7.9487602832273293e-06 1.94042575178453e-06 -2.8909533817756621e-06 3.8762943472647753e-06 -4.0297801479027838e-06 -1.1759979644266868e-06 -2.9167715990752188e-06 3.6184983460059257e-06 -5.821421557876104e-06 -4.4109059071420888e-06 -5.712323599027514e-07 2.8826774847733432e-06 5.269605599096394e-06 5.2477767258096722e-06 2.9800582706229763e-06 -5.4748693082729004e-06 -1.2716597865392032e-06 2.4603293784113908e-06 -2.8987977343505286e-06 4.4134335108419293e-06 -4.017106006027792e-06 -5.0906266249681225e-07 4.3729271551582211e-06 -3.2573571021907077e-06 1.5802045263101973e-07 -8.6167095014388915e-06 4.7724850800376673e-06
leaf_weight=27 23 23 20 20 39 29 20 20 41 20 23 23 28 20 22 20 20 20 20 30 36 23 23 22 703 36 31 1683 20 36
leaf_count=27 23 23 20 20 39 29 20 20 41 20 23 23 28 20 22 20 20 20 20 30 36 23 23 22 703 36 31 1683 20 36
internal_value=0 8.21064e-07 -6.19639e-08 -7.45685e-07 7.28465e-08 -4.588e-07 1.94278e-07 -6.33156e-07 4.80491e-07 1.14687e-08 3.19316e-08 2.87524e-09 5.04458e-08 1.78384e-08 -1.58766e-08 2.92833e-08 2.33827e-06 -9.46211e-09 -3.3177e-08 -5.58074e-08 -1.48005e-08 -4.89795e-08 -2.36135e-08 -6.3462e-08 -2.92043e-08 1.80721e-06 -7.82149e-08 -3.78572e-08 -4.72195e-07 -2.51775e-07
internal_weight=0 219 2902 196 176 137 108 81 61 2882 2862 2839 2816 2793 2753 2725 40 2705 2683 2663 2643 2607 2584 2561 2539 66 2473 2442 759 739
internal_count=3121 219 2902 196 176 137 108 81 61 2882 2862 2839 2816 2793 2753 2725 40 2705 2683 2663 2643 2607 2584 2561 2539 66 2473 2442 759 739
is_linear=0
shrinkage=0.1


Tree=6521
num_leaves=31
num_cat=0
split_feature=130 12 1209 3 1212 1212 15 401 1213 402 1213 1213 1209 52 1212 1213 1213 1213 1213 130 43 133 133 132 132 1 401 391 129 1211
split_gain=1.84155e-08 4.15174e-08 1.51897e-08 1.50906e-07 1.93899e-08 3.42794e-08 1.47661e-07 1.37334e-07 1.31217e-07 4.16987e-08 2.61385e-08 1.24455e-07 1.23229e-07 5.21256e-08 3.55828e-08 3.46022e-08 2.83649e-08 1.80843e-07 1.5352e-07 5.93574e-08 1.16636e-07 1.66874e-07 1.47714e-07 2.96767e-08 3.82395e-08 3.83218e-08 3.94124e-08 8.31981e-08 5.34197e-08 4.38059e-08
threshold=-0.23647499999999996 0.23631000000000002 -0.087714999999999987 -0.082334999999999978 -0.47386499999999993 -0.089544999999999986 0.088850000000000012 0.11655000000000001 -0.16396999999999998 0.113945 -0.088064999999999991 -0.086179999999999993 0.086665000000000006 0.081010000000000013 0.086140000000000008 -0.083944999999999978 -0.020279999999999996 -0.011639999999999998 -0.056829999999999992 0.08610000000000001 -0.013024999999999998 -0.0023199999999999996 1.0000000180025095e-35 -0.43443999999999999 -0.41094499999999995 0.16540500000000002 0.10632500000000002 -0.087114999999999984 -0.075474999999999987 0.089055000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6 9 -8 10 12 -12 13 -7 -15 -13 18 -18 19 20 22 -22 -17 -19 -25 26 27 -26 -29 -30
right_child=1 -3 4 -5 5 7 8 -9 -10 -11 11 15 -14 14 -16 16 17 23 -20 -21 21 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-3.0246800815802998e-06 7.7609996957977739e-06 4.3482152002318552e-06 -2.9987727099399889e-06 -3.0052985440912988e-06 -1.6118366098990836e-06 -3.2044737478232632e-06 5.562840193479566e-07 -6.5961156963112444e-06 1.160746575227346e-05 3.3733513558015854e-06 6.518805576919916e-06 -3.6976224044757635e-06 -8.6465160450188708e-06 5.538044015338528e-06 -3.5564977397804063e-07 1.0669207030001748e-05 -9.5804478678473971e-06 -3.8707855959785321e-06 9.4640659102651636e-06 -4.2257887553904977e-06 -7.332107929869381e-06 4.6275931509853766e-06 -3.694372682932428e-07 4.245935477748779e-06 -6.3055826417656223e-06 -4.1943865622587594e-06 4.4189263621774439e-06 4.9211414741214625e-06 -1.0652475773411252e-07 2.3177459919817729e-06
leaf_weight=20 23 22 22 30 55 26 21 32 22 36 29 26 20 20 21 22 20 20 20 26 28 20 27 21 21 22 20 22 2330 77
leaf_count=20 23 22 22 30 55 26 21 32 22 36 29 26 20 20 21 22 20 20 20 26 28 20 27 21 21 22 20 22 2330 77
internal_value=0 1.9513e-08 -1.14164e-08 1.66687e-06 -4.08113e-08 -1.91485e-08 1.82036e-06 -8.11828e-08 6.21038e-06 -8.64354e-09 -5.15441e-08 2.42538e-09 -1.7581e-06 2.98148e-07 2.51932e-06 -6.69997e-08 -3.19863e-08 -1.08753e-07 1.33854e-06 1.73177e-08 1.15465e-06 -2.3489e-06 4.58669e-06 -3.39666e-08 -3.43084e-09 -3.92401e-08 -2.2307e-09 -3.83218e-08 1.5862e-08 -2.89723e-08
internal_weight=0 3101 3079 53 3026 3004 98 2906 43 2874 2838 2751 87 67 41 2722 2696 2553 143 123 97 48 49 2533 2513 2492 2470 2450 2429 2407
internal_count=3121 3101 3079 53 3026 3004 98 2906 43 2874 2838 2751 87 67 41 2722 2696 2553 143 123 97 48 49 2533 2513 2492 2470 2450 2429 2407
is_linear=0
shrinkage=0.1


Tree=6522
num_leaves=31
num_cat=0
split_feature=12 130 132 1185 1203 1186 129 1184 14 2 51 1428 473 45 142 13 105 34 34 34 9 9 40 40 40 123 42 42 4 42
split_gain=1.83336e-08 3.522e-08 1.55453e-08 1.3146e-07 6.46742e-08 1.65914e-08 4.06324e-08 6.01822e-08 1.92653e-08 9.89467e-08 9.48892e-08 5.56886e-08 4.60631e-08 3.32399e-08 3.05995e-08 2.78683e-08 2.37754e-08 3.0156e-08 3.4519e-08 4.84059e-08 1.07401e-07 6.39306e-08 2.47341e-08 2.21815e-08 7.07291e-08 3.5419e-08 2.38395e-08 1.89496e-07 4.18386e-07 1.74007e-07
threshold=0.23631000000000002 -0.22461999999999996 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.090275000000000008 -0.077709999999999987 0.084515000000000021 -0.23960999999999996 0.10402500000000002 0.080335000000000018 -0.071779999999999997 -0.072684999999999986 0.094030000000000016 -1.0000000180025095e-35 -0.06884499999999999 0.079510000000000011 -0.08786999999999999 -0.084564999999999987 -0.057544999999999992 0.091600000000000015 0.082870000000000013 0.10611000000000002 -0.083564999999999987 -0.081564999999999985 0.087505000000000013 0.086950000000000013 0.087505000000000013 -0.078439999999999996 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -5 8 9 -8 15 -10 -13 14 -14 -11 17 -16 -19 -20 21 22 23 25 -25 -21 29 28 -28 -26
right_child=-2 2 3 5 -6 -7 7 -9 11 10 -12 12 13 -15 16 -17 -18 18 19 20 -22 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=3.6168141163115152e-06 -2.8129007739113625e-06 -1.6828823051521787e-07 7.9348864065174161e-06 -3.6932186353055845e-06 -5.3094585877845807e-06 2.2226642107108833e-06 5.9408326068322029e-06 5.4725891436646642e-06 -4.2327692639787529e-06 -2.3899166008176407e-07 -6.6005309577121812e-06 4.7450879634425291e-06 3.6776685016610084e-06 -3.562903669228911e-06 3.6468067057946677e-06 4.4166830571157338e-06 -3.3410420304459303e-06 -4.2095808186104473e-06 4.0231553000545505e-06 -4.4353264488093162e-06 -6.135965763625227e-06 5.4795848005336925e-06 -3.5640620592403143e-06 5.6588569350424223e-06 -1.3820461353366626e-07 5.0702882797121014e-07 1.7577812277522755e-05 -2.3569202404280258e-09 -6.4985796303945426e-07 -7.96813799689548e-06
leaf_weight=27 23 194 21 30 28 33 32 20 32 36 20 20 22 27 22 20 22 20 29 29 29 21 20 22 1333 29 20 877 34 29
leaf_count=27 23 194 21 30 28 33 32 20 32 36 20 20 22 27 22 20 22 20 29 29 29 21 20 22 1333 29 20 877 34 29
internal_value=0 2.08798e-08 -1.07354e-08 5.2069e-08 -8.16724e-07 -6.46681e-09 -3.27857e-08 6.92965e-09 -3.2893e-08 1.27617e-06 -6.87903e-07 -8.65064e-08 -3.55734e-08 -7.25611e-08 -3.57201e-08 1.42375e-06 -6.7934e-08 -3.92911e-08 -7.18329e-08 -3.8356e-08 -8.65687e-08 -1.38958e-08 -6.21044e-08 -3.25893e-08 1.5804e-08 -1.96415e-06 -3.83379e-08 3.51658e-07 6.10113e-06 -3.04921e-07
internal_weight=0 3098 3071 2849 222 2828 2795 2765 2745 108 76 2637 2605 2585 2558 56 2536 2514 2492 2472 2443 2414 2393 2373 2315 58 2293 931 54 1362
internal_count=3121 3098 3071 2849 222 2828 2795 2765 2745 108 76 2637 2605 2585 2558 56 2536 2514 2492 2472 2443 2414 2393 2373 2315 58 2293 931 54 1362
is_linear=0
shrinkage=0.1


Tree=6523
num_leaves=31
num_cat=0
split_feature=130 121 421 9 2 33 9 147 448 132 1186 1185 393 50 132 41 16 4 402 133 43 0 47 0 51 2 2 160 160 2
split_gain=1.87465e-08 3.95119e-08 1.80925e-08 6.54491e-08 9.39608e-08 4.5321e-08 4.37645e-08 3.44903e-08 5.17522e-08 1.82572e-08 4.52515e-07 2.30427e-07 5.01296e-08 4.47408e-08 1.93899e-08 1.82382e-08 2.47254e-08 1.20635e-07 8.34543e-08 9.8192e-08 7.27545e-08 3.91559e-08 1.17216e-07 3.86164e-07 5.1572e-08 1.01677e-07 9.2497e-08 8.7009e-08 1.75523e-07 1.03714e-07
threshold=-0.23647499999999996 -0.088279999999999983 -1.0000000180025095e-35 0.092890000000000014 -0.18970999999999996 -0.009184999999999997 0.086220000000000005 0.097985000000000017 1.0000000180025095e-35 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10317000000000003 0.09227500000000001 -0.037359999999999997 0.08690500000000001 -0.15241499999999997 -0.064804999999999988 0.095140000000000016 -0.023589999999999996 -0.091784999999999992 -0.10011499999999998 0.092165000000000011 -0.10607499999999999 -0.10316499999999999 0.08622500000000001 0.089605000000000018 0.098320000000000005 0.088020000000000015 0.10559
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 8 9 10 12 -11 13 -7 -13 16 17 -16 19 -19 -21 22 23 24 -18 -26 -27 28 29 -28
right_child=1 2 3 4 -6 6 -8 -9 -10 11 -12 14 -14 -15 15 -17 21 18 -20 20 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-3.0517448021782912e-06 3.9791485114619718e-06 -3.0103991531404972e-06 -4.051965858512371e-06 -5.8229909479285366e-07 8.8881741248769692e-06 5.8926174746971054e-07 4.6522017896677429e-06 -3.208082994339801e-06 4.7202050431540405e-06 -1.0305007526767441e-05 1.4787515365675238e-05 2.3441087237455687e-06 -5.2821965146861101e-06 -3.8442759567395252e-06 -7.7157228057937284e-06 1.6943769958092603e-06 -3.8274348421159977e-06 5.505497692865902e-06 -5.9384948940532922e-06 -4.4065794765362921e-06 1.4878971519690763e-07 -1.3332994989569093e-07 -4.8876555081670669e-06 1.2276306992750888e-05 5.7114234679368614e-06 -6.3574244904884839e-06 5.150969970367611e-06 6.8651984383905072e-06 -8.8020204793792802e-06 -1.4312590377795898e-06
leaf_weight=20 25 20 28 22 20 145 20 34 23 22 21 34 21 27 24 58 26 30 25 41 242 1939 29 31 36 21 43 20 20 54
leaf_count=20 25 20 28 22 20 145 20 34 23 22 21 34 21 27 24 58 26 30 25 41 242 1939 29 31 36 21 43 20 20 54
internal_value=0 1.96852e-08 -1.24951e-08 7.12467e-09 3.92745e-06 -4.75049e-08 -9.95475e-09 -4.13921e-08 -4.67056e-09 -4.20278e-08 8.47006e-07 -1.12623e-07 -6.69837e-07 -1.06701e-07 -2.87347e-08 -5.93056e-08 -9.87142e-08 -8.65021e-07 -3.7858e-07 6.55025e-08 -5.11175e-07 2.62984e-08 1.13172e-06 1.82719e-06 3.54815e-07 9.15323e-07 -1.7746e-07 7.69834e-07 -2.72108e-07 1.48664e-06
internal_weight=0 3101 3076 3056 42 3014 2986 2966 2932 2909 214 2695 193 172 2673 2639 2581 362 338 313 283 2219 280 251 220 194 158 137 117 97
internal_count=3121 3101 3076 3056 42 3014 2986 2966 2932 2909 214 2695 193 172 2673 2639 2581 362 338 313 283 2219 280 251 220 194 158 137 117 97
is_linear=0
shrinkage=0.1


Tree=6524
num_leaves=31
num_cat=0
split_feature=12 130 15 2 3 3 0 13 0 52 130 402 132 16 52 48 12 13 4 157 2 0 2 0 41 33 0 15 0 3
split_gain=1.87638e-08 3.13155e-08 1.68583e-08 3.07856e-08 1.83472e-08 6.10824e-08 4.57401e-08 1.08143e-07 5.01882e-08 3.93255e-08 5.86813e-08 5.96757e-08 8.4307e-08 1.18771e-07 5.60833e-08 8.82311e-08 5.49456e-08 6.08419e-08 5.58169e-08 6.97175e-08 1.95162e-07 9.6599e-08 7.24444e-08 4.72718e-08 3.79247e-08 8.34659e-08 4.5074e-08 3.43189e-08 3.27546e-08 2.9821e-08
threshold=0.23631000000000002 -0.22461999999999996 0.17980000000000004 0.10327000000000001 -0.097174999999999984 -0.098469999999999988 0.10455500000000001 -0.029529999999999997 0.051010000000000007 -0.010034999999999999 0.088310000000000013 0.087880000000000014 0.081160000000000024 -0.4179199999999999 0.10744000000000002 -0.032929999999999994 0.086345000000000019 -0.070999999999999994 -0.50052499999999989 -0.04831499999999999 0.10981000000000002 -0.071924999999999989 0.10672500000000001 0.010870000000000003 0.08690500000000001 -1.0000000180025095e-35 -0.096374999999999975 0.088060000000000013 -0.091069999999999984 -0.086424999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 9 8 -8 24 16 11 12 14 -14 15 -11 17 -3 -18 22 21 -21 -20 27 25 -6 -26 28 -17 -27
right_child=-2 2 3 -5 6 -7 7 -9 -10 10 -12 -13 13 -15 -16 23 18 -19 19 20 -22 -23 -24 -25 26 29 -28 -29 -30 -31
leaf_value=3.4118968751836631e-06 -2.8457004151752461e-06 1.1327252468618099e-06 4.8133641848835401e-06 -6.686653099071312e-07 6.3558988767908892e-06 5.452770994907042e-06 -8.601420861287763e-06 8.2128293766361137e-07 4.2064491860098014e-06 -3.8767361166676329e-06 -3.8654815788114707e-06 -3.1305932324081049e-06 1.743796875761573e-06 1.1760834427718693e-05 -3.1791651999504634e-06 3.2336081304769646e-06 3.7267515848624398e-06 -5.6813744133945113e-06 -6.4292452843043683e-09 1.2911600437551638e-06 9.2338024574343902e-06 -7.051456443308701e-06 -8.4159191305843713e-06 7.1224737723696309e-06 9.12693908936663e-08 -8.991299275015383e-07 -6.5420382634329149e-06 5.4405821083491901e-06 -1.9954394729211348e-06 2.9433273719556534e-08
leaf_weight=27 23 20 20 21 20 24 21 29 27 21 21 23 29 20 26 23 36 38 21 35 21 23 20 24 21 418 20 20 25 2004
leaf_count=27 23 20 20 21 20 24 21 29 27 21 21 23 29 20 26 23 36 38 21 35 21 23 20 24 21 418 20 20 25 2004
internal_value=0 2.11367e-08 -8.67459e-09 2.0055e-06 -3.5929e-08 5.38365e-07 -1.41366e-07 -3.13625e-06 -8.17068e-08 2.73913e-07 1.17576e-06 1.67749e-06 2.26572e-06 5.83238e-06 1.0084e-06 1.97192e-06 -7.0379e-07 -3.33168e-06 2.73248e-07 -7.62804e-07 9.73632e-07 -2.01712e-06 -4.10862e-06 3.30693e-06 -1.28336e-07 -7.76962e-08 -3.14449e-06 1.96027e-06 5.10146e-07 -1.30822e-07
internal_weight=0 3098 3071 41 3030 470 2560 50 2510 446 232 211 188 49 139 113 214 58 156 120 79 58 41 92 2483 2442 41 68 48 2422
internal_count=3121 3098 3071 41 3030 470 2560 50 2510 446 232 211 188 49 139 113 214 58 156 120 79 58 41 92 2483 2442 41 68 48 2422
is_linear=0
shrinkage=0.1


Tree=6525
num_leaves=31
num_cat=0
split_feature=130 12 484 1452 1452 46 47 47 47 47 12 16 142 11 147 147 160 160 2 4 0 160 484 132 1 399 393 393 1420 156
split_gain=1.88046e-08 3.75613e-08 1.67332e-08 1.75208e-08 2.94123e-08 2.16765e-08 2.07534e-08 2.34895e-07 2.11784e-07 6.21862e-08 3.17287e-08 6.46143e-08 5.81836e-08 3.74484e-08 3.42933e-08 3.2971e-08 6.03746e-08 2.85026e-08 2.1003e-07 1.4549e-07 8.67537e-08 3.97307e-08 3.66798e-08 3.10707e-08 5.1786e-07 2.10035e-07 1.29039e-07 3.76009e-08 3.04948e-08 3.21941e-08
threshold=-0.23647499999999996 0.23631000000000002 -0.52850499999999989 0.11769000000000002 0.10669000000000002 0.10123000000000001 0.094460000000000002 0.091680000000000011 0.096770000000000009 0.089640000000000011 0.12757000000000002 -0.0073349999999999986 -0.057499999999999989 -1.0000000180025095e-35 0.099730000000000027 0.093875000000000014 0.51752500000000012 0.10908000000000002 0.10981000000000002 0.00063500000000000004 -0.082619999999999985 0.10396000000000001 -0.22288999999999995 -0.083284999999999984 0.089475000000000013 0.091580000000000009 0.10483000000000002 0.096070000000000003 -0.085599999999999996 -0.065739999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 9 -8 10 12 -12 -4 -14 15 16 17 21 19 20 -19 22 -15 24 26 27 -24 28 -25 -30
right_child=1 -3 3 -5 -6 -7 8 -9 -10 -11 11 -13 13 14 -16 -17 -18 18 -20 -21 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-3.0564725716430988e-06 -2.8928007463946416e-06 4.1370156478396071e-06 5.3252465216062434e-06 2.6456257201061822e-06 -3.8347785493897386e-06 2.7335770906135844e-06 -1.0250806607556033e-05 1.0606637375704373e-05 -3.4170769073393973e-08 -5.078275505828364e-06 -5.9141312634052996e-06 1.2813044539446614e-06 -3.5970308695303698e-06 3.7941887757579726e-06 3.6250532698684561e-06 -3.5005043663169578e-06 5.5513098914161677e-06 3.1115580546051768e-06 7.404139541850306e-06 -1.0766250071789976e-05 -4.3848900406230406e-06 3.6066095475462138e-06 2.4271765539087898e-07 -3.5493776579187398e-06 1.4037159033048538e-05 -7.8848035560868633e-06 -7.902546847459315e-06 4.1505320868137378e-06 2.3183316462412525e-06 -3.2481895419375299e-08
leaf_weight=20 20 22 21 25 20 29 22 21 261 24 26 24 28 26 27 26 20 26 21 22 38 32 126 24 27 34 23 22 60 2004
leaf_count=20 20 22 21 25 20 29 22 21 261 24 26 24 28 26 27 26 20 26 21 22 38 32 126 24 27 34 23 22 60 2004
internal_value=0 1.97128e-08 -9.70602e-09 9.14389e-09 -1.25806e-08 1.27824e-08 -1.36508e-08 7.16834e-08 -8.28397e-07 -1.08358e-08 3.49371e-08 -2.46032e-06 8.2794e-08 4.02219e-08 8.00355e-08 4.22182e-08 7.8989e-08 3.49461e-08 -1.56164e-06 -3.75096e-06 -1.33946e-06 1.06786e-07 5.90475e-08 1.71882e-08 1.29447e-06 -8.76635e-08 -1.01461e-06 3.79776e-08 -5.35387e-09 3.58557e-08
internal_weight=0 3101 3079 3059 3034 3014 2985 2702 283 2681 2657 50 2607 2586 2558 2531 2505 2485 107 86 64 2378 2346 2320 176 2144 149 2110 2088 2064
internal_count=3121 3101 3079 3059 3034 3014 2985 2702 283 2681 2657 50 2607 2586 2558 2531 2505 2485 107 86 64 2378 2346 2320 176 2144 149 2110 2088 2064
is_linear=0
shrinkage=0.1


Tree=6526
num_leaves=31
num_cat=0
split_feature=12 42 421 9 12 33 9 147 147 147 104 34 45 15 13 133 1456 42 1375 13 2 2 0 13 2 160 484 16 160 481
split_gain=2.00764e-08 3.07115e-08 1.87853e-08 3.78892e-08 6.96555e-08 4.11704e-08 3.49582e-08 3.27729e-08 4.31514e-08 3.40303e-08 1.93524e-08 3.13173e-08 2.15694e-08 1.78508e-08 2.09585e-08 1.04452e-07 8.77013e-08 2.06416e-07 1.2151e-07 8.27368e-08 1.46062e-07 1.67418e-07 1.39173e-07 1.00219e-07 2.78046e-07 7.77303e-08 1.19665e-07 8.35869e-08 7.68883e-08 7.15775e-08
threshold=0.23631000000000002 0.18223500000000001 -1.0000000180025095e-35 0.092890000000000014 -0.015429999999999998 -0.009184999999999997 0.085555000000000006 0.097985000000000017 0.092070000000000013 0.090115000000000015 0.088500000000000009 -0.085644999999999985 0.094030000000000016 0.17980000000000004 -0.084034999999999985 0.11524500000000001 0.087500000000000008 0.086135000000000003 0.084665000000000018 -0.081829999999999986 0.089775000000000008 0.087415000000000007 -0.081894999999999982 -0.081029999999999977 0.090175000000000019 0.085330000000000003 -0.088654999999999998 -0.06421499999999998 0.030480000000000004 -0.15036499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 8 9 10 11 -7 13 14 15 16 18 -18 25 20 21 -16 -22 24 -21 26 -13 -27 -28 -25
right_child=-2 -3 3 4 -6 6 -8 -9 -10 -11 -12 12 -14 -15 19 -17 17 -19 -20 23 22 -23 -24 29 -26 27 28 -29 -30 -31
leaf_value=-3.0589213656639916e-06 -2.9435563350410161e-06 3.8330740250915243e-06 -3.8419171768769697e-06 -9.8713292443010559e-07 7.2588996914646491e-06 3.7872588346875668e-06 3.9820854329842744e-06 -3.1057514494183559e-06 3.7280357813165949e-06 -3.9408079007071962e-06 -3.0926632052796775e-06 -6.1329480783372761e-06 -2.5419722167939515e-06 2.6376941049805355e-06 2.4606520504294393e-06 -7.3816753618822474e-06 1.0675266560650452e-05 -2.8735965770465556e-06 6.5071740815862243e-06 -1.2924244358492573e-05 1.2943117702558415e-05 -7.7559112924063814e-06 1.4171773887028394e-06 5.6554800237237316e-06 3.5507544794199933e-06 -7.7245785295446922e-06 -2.4380378432985672e-07 -1.1154252429150802e-06 6.0603963265748466e-06 4.0434276264219281e-08
leaf_weight=20 23 21 28 21 20 22 22 34 31 22 20 34 33 26 81 21 23 22 24 21 22 20 20 23 20 31 592 50 20 1754
leaf_count=20 23 21 28 21 20 22 22 34 31 22 20 34 33 26 81 21 23 22 24 21 22 20 20 23 20 31 592 50 20 1754
internal_value=0 2.18579e-08 -4.15299e-09 1.58324e-08 3.03532e-06 -2.5215e-08 1.05506e-08 -1.89079e-08 1.68877e-08 -2.27695e-08 7.17037e-09 2.88551e-08 -2.90072e-10 2.96227e-08 5.21314e-09 -4.20328e-07 -2.36675e-07 4.05138e-06 -4.93615e-07 1.82504e-07 2.49851e-06 4.3757e-07 7.45457e-06 3.32079e-10 -4.88766e-06 -7.24728e-07 -3.58582e-07 -3.64485e-06 -3.77842e-08 1.13111e-07
internal_weight=0 3098 3077 3057 41 3016 2988 2966 2932 2901 2879 2859 2837 2804 2778 817 796 45 751 1961 143 101 42 1818 41 727 646 81 612 1777
internal_count=3121 3098 3077 3057 41 3016 2988 2966 2932 2901 2879 2859 2837 2804 2778 817 796 45 751 1961 143 101 42 1818 41 727 646 81 612 1777
is_linear=0
shrinkage=0.1


Tree=6527
num_leaves=31
num_cat=0
split_feature=130 12 132 1185 1203 1213 1213 1212 1213 16 1213 1212 13 0 1212 403 401 401 133 133 401 394 129 1209 1213 0 16 402 1210 403
split_gain=1.75096e-08 3.54276e-08 1.59923e-08 1.43971e-07 6.06422e-08 1.50362e-08 1.64266e-07 1.56664e-07 1.38775e-07 8.8979e-08 2.48058e-07 3.57233e-08 5.45722e-08 2.69475e-08 3.88363e-08 2.85258e-08 2.13094e-08 4.1621e-08 4.13274e-08 3.05869e-08 2.99044e-08 7.33504e-08 7.34972e-08 2.15321e-08 3.18147e-08 2.87229e-07 1.13326e-07 2.90218e-08 2.4077e-08 2.21469e-08
threshold=-0.23647499999999996 0.23631000000000002 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.085284999999999986 -0.087969999999999979 -0.089079999999999979 -0.090324999999999989 -0.092484999999999984 -0.10156 -0.063924999999999996 -0.064619999999999983 -0.075934999999999989 -1.0000000180025095e-35 0.62200000000000011 -0.46360499999999999 -0.078179999999999986 0.51114000000000004 0.41892500000000005 0.10632500000000002 -0.10421499999999999 -0.075474999999999987 -0.084519999999999984 0.093235000000000026 -0.086729999999999988 -0.080789999999999987 0.10306000000000001 -0.081369999999999984 -0.54631999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 8 -7 9 -5 13 12 -9 14 15 -11 -13 -18 19 20 21 -19 -23 -24 27 -26 -27 28 -25 -30
right_child=1 -3 3 5 -6 7 -8 11 -10 10 -12 16 -14 -15 -16 -17 17 18 -20 -21 -22 22 23 24 25 26 -28 -29 29 -31
leaf_value=-2.9493593910956409e-06 -1.9923446820857678e-07 4.0176695082746763e-06 8.3034307040396094e-06 -3.8615366692455779e-06 -5.1775699932120141e-06 -7.3859290421688492e-06 7.0817414513969984e-06 6.6916259362415074e-06 -8.2439659854571792e-06 2.2720222659700084e-06 1.1689080398961476e-05 -3.1430276769903935e-06 -3.1657965155318382e-07 2.3655641625202193e-06 -3.5549280866169801e-06 -2.3937766900417047e-06 3.8878450031579295e-06 -4.6932374235599558e-06 -3.3767449891100218e-06 3.8852289026181093e-06 3.0442972751364822e-06 5.490535467818821e-06 -2.9334593044985434e-06 -2.7091672028986711e-06 1.124840744464366e-05 1.6959553900521534e-06 -8.088792383205145e-06 -3.5649474995125278e-06 3.204428893306093e-06 -5.8871907388593596e-08
leaf_weight=20 194 22 21 37 28 29 35 20 20 38 21 22 25 34 35 20 27 34 37 20 31 24 26 34 23 29 20 24 21 2150
leaf_count=20 194 22 21 37 28 29 35 20 20 38 21 22 25 34 35 20 27 34 37 20 31 24 26 34 23 29 20 24 21 2150
internal_value=0 1.90169e-08 -9.55419e-09 5.39748e-08 -8.27133e-07 -7.1107e-09 7.50181e-07 -7.71223e-08 -3.30817e-07 5.24659e-07 1.62121e-06 5.44702e-09 2.79818e-06 -4.3559e-08 -9.24314e-07 6.63126e-07 -4.43836e-08 -1.71156e-08 -5.97496e-08 -9.36829e-09 -4.16083e-08 -8.17186e-08 -1.50272e-08 -7.18099e-08 -3.94749e-08 2.02945e-06 -2.29782e-06 -1.06304e-07 -6.86591e-08 -2.73061e-08
internal_weight=0 3101 3079 2857 222 2836 240 2596 205 185 148 2567 45 127 93 58 2522 2500 2473 2436 2416 2385 2351 2327 2301 72 49 2229 2205 2171
internal_count=3121 3101 3079 2857 222 2836 240 2596 205 185 148 2567 45 127 93 58 2522 2500 2473 2436 2416 2385 2351 2327 2301 72 49 2229 2205 2171
is_linear=0
shrinkage=0.1


Tree=6528
num_leaves=31
num_cat=0
split_feature=12 130 10 0 0 52 9 33 0 15 4 132 1186 1185 15 132 15 45 3 3 159 159 156 47 47 1 1429 159 160 160
split_gain=2.11422e-08 3.01779e-08 1.58382e-08 2.09768e-07 2.33472e-07 6.47671e-08 2.05711e-08 1.09889e-07 4.29839e-08 2.04589e-08 2.64641e-08 1.77053e-08 4.24148e-07 2.13973e-07 4.51083e-08 2.4018e-08 1.6393e-08 1.8521e-08 1.97606e-08 1.33665e-07 5.39029e-08 8.32255e-08 9.93671e-08 6.49064e-08 2.01772e-07 1.06422e-07 6.16408e-08 8.42965e-08 8.70741e-08 1.6457e-07
threshold=0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.084804999999999978 -1.0000000180025095e-35 0.092235000000000011 -0.012019999999999998 1.0000000180025095e-35 -0.56020999999999987 0.59999500000000017 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.087825000000000014 -0.037359999999999997 0.19724500000000003 0.094030000000000016 -0.042499999999999989 -0.053259999999999995 0.096890000000000018 0.10461500000000003 0.092385000000000009 0.092165000000000011 0.079855000000000023 0.107145 0.052280000000000007 0.085035000000000013 0.086075000000000013 0.098320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -4 -8 -9 11 12 14 -13 -11 -15 17 18 19 -17 23 -22 -23 24 26 -25 27 28 -20 -30
right_child=-2 2 6 4 5 -7 8 9 -10 10 -12 13 -14 15 -16 16 -18 -19 20 -21 21 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=3.3510353769425251e-06 -3.0206760287831497e-06 -9.4360826759990856e-06 7.2749396817276393e-06 9.2571750556089683e-06 1.2108827478952758e-07 -6.9093810407139252e-06 -5.4942014571679467e-06 -3.1723233928460108e-06 1.0620072748679376e-06 2.0538117905799732e-07 3.2765236173872833e-06 -9.882501163619137e-06 1.4745736109489371e-05 2.7436908638378554e-06 -3.6441471102558645e-06 -7.1151050120165476e-08 2.3937381862586854e-06 -2.3575055402435445e-06 1.7872612231184991e-06 -8.0920344944821589e-06 -7.4244941833967456e-06 4.2161562722261207e-06 -3.4826493166101027e-06 -8.0254278282154716e-06 1.1227725015032776e-05 5.8142257878845322e-07 -3.5085559167375068e-06 6.4522707742165441e-06 -5.7596477282650944e-06 3.3336586083725494e-06
leaf_weight=27 23 24 21 25 38 20 20 20 20 153 25 22 20 32 38 1952 28 34 239 21 20 30 38 20 20 51 29 29 48 34
leaf_count=27 23 24 21 25 38 20 20 20 20 153 25 22 20 32 38 1952 28 34 239 21 20 30 38 20 20 51 29 29 48 34
internal_value=0 2.24345e-08 -6.83031e-09 -1.20208e-06 1.17883e-06 -2.30321e-06 3.63182e-08 6.71309e-08 -2.2161e-06 1.49904e-08 3.71015e-08 8.76506e-09 8.90334e-07 -6.15073e-08 -5.60494e-07 2.08019e-08 -1.2801e-08 -3.90712e-08 -7.9267e-09 -1.56523e-07 5.17486e-07 -1.75393e-06 -8.61174e-08 9.42772e-07 1.43849e-06 -1.84304e-06 9.21912e-07 1.28901e-06 8.22544e-07 -1.98925e-06
internal_weight=0 3098 3071 107 83 58 2964 2924 40 2903 2883 2858 211 2647 191 2625 2593 2565 2531 1973 558 88 68 470 399 71 379 350 321 82
internal_count=3121 3098 3071 107 83 58 2964 2924 40 2903 2883 2858 211 2647 191 2625 2593 2565 2531 1973 558 88 68 470 399 71 379 350 321 82
is_linear=0
shrinkage=0.1


Tree=6529
num_leaves=31
num_cat=0
split_feature=130 10 2 40 12 0 1212 401 401 1209 1212 43 1212 1212 1209 46 52 97 374 9 97 34 9 1 2 0 39 1 2 2
split_gain=1.76084e-08 3.48082e-08 6.52454e-08 4.23283e-08 2.45933e-08 3.25655e-08 2.07882e-08 2.75398e-08 2.47103e-08 2.69286e-08 2.34286e-08 3.71895e-07 4.2368e-07 1.65669e-07 2.56869e-08 2.09733e-08 2.50146e-08 2.14318e-08 4.70226e-08 2.72715e-08 3.25138e-08 2.62528e-08 7.07937e-08 1.15303e-07 6.33334e-08 1.13441e-07 2.42181e-08 3.27633e-08 3.5529e-08 2.77348e-08
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 0.13597000000000004 -0.04917499999999999 -0.52517999999999987 0.13699500000000003 0.11769000000000002 -0.093169999999999989 -0.089544999999999986 -0.0047449999999999992 -0.121045 -0.084689999999999988 -0.083969999999999989 0.084955000000000017 0.14295500000000003 -0.086464999999999986 0.08987500000000001 -0.074254999999999988 -0.082584999999999978 -0.057544999999999992 0.091600000000000015 0.12205500000000001 -1.0000000180025095e-35 -0.066089999999999996 -0.020804999999999994 0.15471500000000002 0.15109000000000003 0.14122000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 -5 8 9 -8 11 -11 -13 -12 -15 17 -17 -16 19 20 -19 -21 24 -24 25 -23 -26 28 29 -28
right_child=1 3 -4 4 5 -7 7 -9 -10 10 13 12 -14 14 15 16 -18 18 -20 21 -22 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=-2.9576686711152435e-06 -9.7956765655128811e-07 -4.4938634043016158e-06 7.0011572643124967e-06 3.1119637047335607e-06 5.3384022379532331e-06 -1.2527342126607741e-07 -3.7101595637523135e-06 -3.7436978345795071e-06 2.5132111515727288e-06 -7.9339614044497626e-06 -8.9252015001085012e-06 -3.5365759793100607e-07 1.798897079197559e-05 3.3936414225040199e-06 -3.1110981219082692e-06 4.5108856614784938e-06 -3.1425665621922928e-07 1.9566087939892897e-07 3.9595279553129243e-06 2.6373900633795229e-06 -4.8551672132536907e-06 9.2624519993478323e-06 -9.6823395006140364e-06 3.3546263938222653e-07 -2.8071620739922313e-06 -1.388439239917716e-06 -7.7561957353287231e-08 3.9926325553096839e-06 -4.2688332123930194e-06 2.7579224050506519e-06
leaf_weight=20 21 21 20 21 20 24 20 20 38 27 21 34 20 22 23 22 21 25 29 36 26 20 20 27 32 20 2396 20 20 35
leaf_count=20 21 21 20 21 20 24 20 20 38 27 21 34 20 22 23 22 21 25 29 36 26 20 20 27 32 20 2396 20 20 35
internal_value=0 1.90676e-08 2.91347e-06 -1.97136e-08 1.12035e-08 2.35822e-06 -2.32768e-08 -4.54153e-08 -2.03762e-08 -5.33927e-08 -2.81388e-08 1.64862e-06 6.43991e-06 -7.63866e-08 -9.87793e-09 -3.689e-08 2.15442e-06 -7.14178e-08 -4.55816e-08 -8.89691e-08 -2.37927e-06 -4.44887e-08 -8.17658e-08 -3.92743e-06 -1.06898e-08 3.93701e-06 -7.37772e-08 -3.83793e-08 -7.12721e-08 -3.67384e-08
internal_weight=0 3101 41 3060 3039 44 2995 2974 2954 2916 2896 81 54 2815 2794 2772 43 2729 2706 2677 51 2626 2590 47 2543 40 2503 2471 2451 2431
internal_count=3121 3101 41 3060 3039 44 2995 2974 2954 2916 2896 81 54 2815 2794 2772 43 2729 2706 2677 51 2626 2590 47 2543 40 2503 2471 2451 2431
is_linear=0
shrinkage=0.1


Tree=6530
num_leaves=31
num_cat=0
split_feature=158 3 4 52 483 158 12 1447 15 4 1446 1447 43 1444 1447 160 158 479 158 1453 42 133 480 160 158 160 160 12 12 475
split_gain=1.69042e-08 6.26506e-08 9.48585e-08 2.0113e-07 1.4498e-07 6.17373e-08 2.48892e-08 2.16613e-08 1.32898e-07 1.75487e-07 1.26716e-07 7.64623e-08 1.44727e-07 8.48437e-08 4.82302e-08 6.75056e-08 4.04061e-08 3.64094e-08 3.3236e-08 2.62168e-08 5.59495e-08 2.49104e-08 2.39124e-07 2.13239e-07 1.38237e-07 7.01923e-08 6.4528e-08 5.27953e-08 7.57669e-08 5.19196e-08
threshold=0.10737500000000001 -0.049509999999999992 -0.081609999999999988 0.008405000000000001 -0.096724999999999992 0.10544500000000002 0.096475000000000019 -0.085684999999999997 0.087575000000000014 -0.085594999999999991 0.085345000000000018 -0.082824999999999982 -0.022084999999999997 -0.079374999999999987 -0.072479999999999989 -0.54913999999999985 0.099230000000000013 0.10061500000000002 0.093160000000000007 -0.076539999999999983 0.084755000000000011 0.0033250000000000003 0.095525000000000013 -0.50170999999999988 0.07968500000000002 -0.43215499999999996 -0.4136149999999999 0.12757000000000002 0.11903500000000002 -0.086279999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 7 -6 8 9 -1 -11 12 -9 -13 -15 -16 17 18 19 20 -17 22 25 -23 29 -21 -27 28 -28 -25
right_child=1 -3 3 -5 6 -7 -8 11 -10 10 -12 13 -14 14 15 16 -18 -19 -20 21 -22 23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-8.5907040579513717e-06 -4.2829483064475102e-06 -5.3914511378631385e-06 -8.8224719884522074e-06 7.7551970595296178e-06 4.0631708645832987e-06 5.21540735106733e-06 -7.6030777521559094e-07 -9.2811283029732293e-06 8.3477617739514578e-06 6.0780188228769433e-06 -2.3155695089371876e-06 6.5184628965653246e-06 1.5905548669555476e-06 -3.8779882274297961e-06 5.0980887216120698e-06 1.0027662483480527e-06 -3.2172951759362036e-06 -3.5619152375789198e-06 3.8479630506038166e-06 4.4040356779565368e-06 -5.9789146524219019e-06 1.0704141122914735e-05 -1.1027235220240073e-05 -3.6497215605040026e-06 6.5162035679457084e-06 -5.7675308312354904e-06 -4.6918296758641167e-08 -3.7335469654097233e-06 5.736067153164818e-06 1.800370124357048e-07
leaf_weight=20 39 27 20 34 20 23 23 25 22 37 35 20 24 32 26 24 39 28 23 35 22 20 20 37 34 20 1513 38 23 818
leaf_count=20 39 27 20 34 20 23 23 25 22 37 35 20 24 32 26 24 39 28 23 35 22 20 20 37 34 20 1513 38 23 818
internal_value=0 -9.91415e-07 -1.17878e-07 1.55674e-06 -1.78846e-06 5.46331e-08 1.48317e-06 1.41909e-08 1.3656e-06 -3.04047e-07 1.9978e-06 -4.04211e-08 -3.95622e-06 2.87976e-08 -1.83657e-08 2.70416e-08 -2.18994e-08 2.50386e-08 6.32703e-08 2.98417e-08 -2.3363e-06 7.23916e-08 -1.59301e-07 4.927e-07 2.62971e-07 -2.58699e-08 -1.23139e-07 -5.14184e-08 3.96759e-08 1.43048e-08
internal_weight=0 163 136 97 63 2958 43 2935 114 92 72 2821 49 2772 2752 2720 2694 2655 2627 2604 46 2558 1649 909 889 1629 1594 1574 1536 855
internal_count=3121 163 136 97 63 2958 43 2935 114 92 72 2821 49 2772 2752 2720 2694 2655 2627 2604 46 2558 1649 909 889 1629 1594 1574 1536 855
is_linear=0
shrinkage=0.1


Tree=6531
num_leaves=31
num_cat=0
split_feature=34 132 1185 1186 15 132 50 16 133 133 10 9 9 41 12 158 3 4 52 483 158 16 4 402 132 2 151 16 16 13
split_gain=1.67455e-08 1.69125e-08 1.48718e-07 8.03998e-08 3.93349e-08 3.14308e-08 2.02297e-08 2.07366e-08 3.93377e-08 2.00239e-08 1.9803e-08 7.25496e-08 3.28362e-08 2.44642e-08 5.07166e-08 1.88166e-08 5.8389e-08 8.06186e-08 1.82745e-07 1.10763e-07 5.34847e-08 2.57087e-08 1.23098e-07 7.7645e-08 8.95767e-08 7.66914e-08 5.82746e-08 4.39517e-08 2.42802e-07 4.28612e-07
threshold=-0.112215 -0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.085749999999999979 0.09227500000000001 -0.095094999999999985 -0.14717499999999997 -0.015929999999999996 0.0036750000000000007 0.092235000000000011 0.088235000000000022 0.086565000000000017 0.08486500000000001 0.10722000000000002 -0.049509999999999992 -0.081609999999999988 0.008405000000000001 -0.096724999999999992 0.10490000000000001 -0.15241499999999997 -0.064804999999999988 0.090045000000000014 0.098425000000000012 0.13913500000000004 0.093155000000000016 -0.095094999999999985 -0.092484999999999984 -0.091559999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 -2 -9 -10 12 -12 13 15 -15 20 17 -17 19 -19 21 22 -4 24 25 26 -24 -23 29 -29
right_child=1 2 10 -5 -6 -7 -8 8 9 -11 11 -13 -14 14 -16 16 -18 18 -20 -21 -22 27 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.3126040289408566e-06 -2.0136168878555812e-06 8.4727724583899547e-06 -8.2214957945411911e-06 -6.7053047847106687e-06 -3.9143031826824882e-06 3.6089448565803649e-06 -2.8816609701702116e-06 3.4505492749303815e-06 -2.5146979937587811e-06 1.2014290169990373e-06 5.015231840154615e-06 -1.7794652922020762e-06 -3.6210761500115044e-06 5.1396087095716736e-06 -5.7034171342300918e-07 -4.0843888323132365e-06 -5.3200791496818867e-06 -7.9402250457860651e-06 7.4936559229854541e-06 1.1741603405823752e-06 5.190526253500139e-06 1.583525030412448e-06 8.1361448282796745e-07 -5.7970077856831875e-06 6.5795803425316992e-06 -4.2882028453272181e-06 -4.8243069625186766e-06 3.0656027588933783e-06 1.599620886539581e-07 -1.6072527792857729e-05
leaf_weight=31 30 21 21 21 25 25 24 39 29 29 33 30 25 28 35 38 27 20 32 40 20 189 220 24 20 42 20 22 1936 25
leaf_count=31 30 21 21 21 25 25 24 39 29 29 33 30 25 28 35 38 27 20 32 40 20 189 220 24 20 42 20 22 1936 25
internal_value=0 2.31974e-08 8.8287e-08 -8.1769e-07 -2.02566e-07 3.2467e-07 -2.19084e-07 2.8408e-07 9.94707e-07 -6.56634e-07 2.64415e-08 1.77966e-06 -1.32327e-08 1.94589e-08 1.96741e-06 -2.60608e-08 -1.08847e-06 -2.09599e-07 1.39086e-06 -1.86397e-06 3.96337e-08 -1.26263e-09 -8.00529e-07 -3.22491e-07 1.1257e-07 -3.46083e-07 3.43788e-07 1.26429e-07 -1.24475e-08 -7.11425e-06
internal_weight=0 3090 2868 222 201 176 151 127 97 58 2847 63 2784 2759 63 2696 157 130 92 60 2539 2519 347 326 302 282 240 2172 1983 47
internal_count=3121 3090 2868 222 201 176 151 127 97 58 2847 63 2784 2759 63 2696 157 130 92 60 2539 2519 347 326 302 282 240 2172 1983 47
is_linear=0
shrinkage=0.1


Tree=6532
num_leaves=31
num_cat=0
split_feature=1209 3 1212 1212 402 1210 3 43 1209 12 133 481 133 0 484 133 16 480 42 0 0 2 0 12 12 3 3 12 402 16
split_gain=1.57732e-08 1.26483e-07 1.70297e-08 3.06772e-08 1.45394e-07 1.14662e-07 2.69084e-08 2.58725e-08 1.9955e-08 7.60224e-08 2.20659e-08 1.24672e-07 1.21668e-07 3.9216e-07 9.28079e-08 9.02963e-08 9.17576e-08 8.01458e-08 8.20976e-08 6.85696e-08 1.74351e-07 1.07275e-07 7.87871e-08 1.0855e-07 1.21888e-07 1.29988e-07 1.3534e-07 1.21054e-07 8.20473e-08 7.97983e-08
threshold=-0.087199999999999986 -0.082334999999999978 -0.47386499999999993 -0.089544999999999986 0.13628000000000004 -0.21410999999999997 -0.081459999999999991 -0.0030899999999999994 0.11386000000000002 0.096075000000000008 0.091935000000000003 -0.086219999999999977 0.090445000000000011 -0.083264999999999992 -0.085604999999999987 0.089405000000000012 -0.012324999999999997 0.11303500000000001 -0.23037499999999997 -0.090809999999999988 -0.086934999999999985 0.093680000000000013 -0.083804999999999977 0.097575000000000009 0.096210000000000004 -0.082039999999999988 -0.083654999999999993 0.10097500000000002 -0.016959999999999999 -0.018494999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -5 -4 -8 10 -10 12 -12 15 -14 -13 17 -17 18 -7 21 -21 -16 -22 24 25 26 29 -25 -27 -24
right_child=2 -3 3 5 -6 8 7 -9 9 -11 11 14 13 -15 19 16 -18 -19 -20 20 22 -23 23 27 -26 28 -28 -29 -30 -31
leaf_value=7.3558323690477938e-06 -2.8026060714513404e-06 -2.3044539626894359e-06 -2.6211611066173648e-06 -6.2189905550743185e-06 9.1057909143966672e-06 5.2609805907782321e-06 -1.5138729258978856e-06 3.23151367343531e-06 -2.1463293910528592e-06 6.5727551464078715e-06 -7.668191386756007e-06 5.0092237811881091e-06 -3.9627024004100042e-06 1.4114910463073708e-05 5.7586537807835089e-06 -1.2064153338542384e-07 -9.0615789366149159e-06 -4.8137690975746606e-06 7.8792424040726427e-08 -8.5144022735524529e-06 4.242413770923797e-06 -1.7070445760749097e-06 4.0737205893037758e-07 8.2771144185417584e-06 -8.0977299418805167e-06 6.8855506946246833e-06 -1.1044313285830347e-05 -1.2067257887217258e-07 -3.6155484909226081e-07 -7.1343480090035885e-06
leaf_weight=23 22 33 30 30 21 31 20 27 20 20 24 31 24 24 39 24 22 33 2207 30 31 38 47 21 32 21 21 94 61 20
leaf_count=23 22 33 30 30 21 31 20 27 20 20 24 31 24 24 39 24 22 33 2207 30 31 38 47 21 32 21 21 94 61 20
internal_value=0 1.66316e-06 -3.0386e-08 -1.03437e-08 1.73021e-06 -6.82635e-08 -2.81317e-07 1.2122e-06 -4.96272e-09 2.21321e-06 -3.58243e-08 -6.32409e-07 9.28261e-08 5.0761e-06 -2.84963e-07 -1.04097e-08 -4.39674e-06 7.84372e-08 1.50574e-07 -6.45666e-07 -1.19973e-06 2.07428e-06 -5.69154e-07 -1.03969e-06 -2.43592e-06 -1.37017e-06 -4.03944e-06 1.41284e-06 1.49441e-06 -1.84389e-06
internal_weight=0 56 3065 3043 98 2945 77 47 2915 40 2875 510 2365 48 486 2317 46 2271 2238 455 378 77 348 317 202 170 88 115 82 67
internal_count=3121 56 3065 3043 98 2945 77 47 2915 40 2875 510 2365 48 486 2317 46 2271 2238 455 378 77 348 317 202 170 88 115 82 67
is_linear=0
shrinkage=0.1


Tree=6533
num_leaves=31
num_cat=0
split_feature=123 123 123 1 4 43 123 4 120 4 33 34 9 2 151 16 42 151 151 456 150 2 1374 12 456 457 1375 376 13 13
split_gain=1.59823e-08 4.99872e-08 4.17072e-08 4.14273e-08 4.96517e-08 4.13735e-08 3.56923e-08 8.7329e-08 2.52899e-08 3.61363e-08 3.13584e-08 8.90218e-08 6.96542e-08 5.97289e-08 1.76808e-08 6.19376e-08 8.5631e-08 5.3548e-08 2.99249e-08 3.79327e-08 3.00115e-08 1.34524e-07 1.74186e-07 1.07403e-07 2.34209e-07 1.49638e-07 8.93216e-08 2.85564e-08 2.89082e-08 8.90692e-08
threshold=0.08592000000000001 0.087755000000000014 0.089155000000000012 0.13707500000000003 0.50644500000000015 -0.074974999999999986 0.084280000000000008 -0.0047449999999999992 1.0000000180025095e-35 0.63113500000000011 0.085305000000000006 -0.057544999999999992 0.091600000000000015 -1.0000000180025095e-35 0.099460000000000007 -0.082404999999999992 0.088200000000000014 0.08357500000000001 0.015440000000000001 -0.087384999999999977 0.090480000000000019 0.087015000000000023 0.081125000000000017 0.083815000000000014 1.0000000180025095e-35 0.10613500000000002 0.099110000000000018 -0.083489999999999981 -0.14179999999999995 -0.10278499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 -4 -5 8 -8 9 10 11 -1 13 -13 17 -16 -17 18 19 -15 26 -22 23 25 -25 -23 27 -21 -29 -30
right_child=1 2 3 5 -6 -7 7 -9 -10 -11 -12 12 -14 14 15 16 -18 -19 -20 20 21 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=4.9800602389559071e-06 -4.7945918855215757e-06 4.0579943879492927e-06 -6.1607809294545792e-07 5.0699879905380391e-06 -5.8176724742224911e-06 -1.2143485694661071e-06 -1.6090195707701717e-06 7.5107637886027254e-06 -3.3629388884616101e-06 3.8258391923591265e-06 -3.4497190269506136e-06 4.1945663931929795e-06 -4.6633521698424832e-06 -4.3967621218143901e-06 -3.132161160692704e-06 7.4033915745111211e-06 -9.731170235761017e-07 -4.7661107089425066e-06 3.0182822410296239e-06 -3.3502692714976623e-06 -5.8666357600403984e-06 -7.0269706340140042e-08 1.0694024595894999e-05 3.3264724411960091e-06 -1.0842160618267373e-05 1.0551528456896147e-05 -6.7647205287357791e-06 -1.4228746145761306e-06 4.3296607474966699e-06 -2.4883903579113189e-08
leaf_weight=36 28 20 69 20 25 22 21 21 22 25 26 34 32 20 20 26 23 24 32 26 22 36 22 28 20 21 20 138 48 2194
leaf_count=36 28 20 69 20 25 22 21 21 22 25 26 34 32 20 20 26 23 24 32 26 22 36 22 28 20 21 20 138 48 2194
internal_value=0 -9.04108e-07 -2.05816e-07 -8.32846e-07 -1.99948e-06 1.77819e-06 5.66309e-08 2.95087e-06 1.4642e-08 4.05058e-08 7.27779e-09 3.91282e-08 -2.47173e-08 2.91812e-08 -2.28861e-08 1.55744e-06 3.47156e-06 -6.40187e-08 -2.10609e-08 -5.85403e-08 -2.48453e-08 1.3527e-06 2.6033e-06 9.08099e-07 -2.57712e-06 3.84302e-06 -1.09452e-07 -5.41294e-08 -1.81211e-08 6.83445e-08
internal_weight=0 184 156 136 94 42 2937 42 2895 2873 2848 2822 2786 2754 2720 69 49 2651 2627 2595 2575 149 127 105 48 57 2426 2406 2380 2242
internal_count=3121 184 156 136 94 42 2937 42 2895 2873 2848 2822 2786 2754 2720 69 49 2651 2627 2595 2575 149 127 105 48 57 2426 2406 2380 2242
is_linear=0
shrinkage=0.1


Tree=6534
num_leaves=31
num_cat=0
split_feature=448 1348 148 96 40 97 9 33 11 33 47 47 47 393 44 1456 457 43 4 1 16 457 157 157 157 151 12 12 1 43
split_gain=1.70203e-08 3.72442e-08 2.20104e-08 1.65587e-08 2.10518e-08 1.91753e-08 8.93352e-08 2.52559e-08 5.49495e-08 6.33071e-08 3.13461e-08 3.55089e-07 1.97644e-07 2.60153e-08 2.24106e-08 5.33305e-08 2.09633e-08 1.42679e-07 1.12236e-07 1.69076e-07 2.19159e-07 4.08514e-08 2.7303e-08 1.63473e-07 1.46729e-07 4.87413e-08 3.77529e-08 7.64232e-08 5.52912e-08 4.13104e-08
threshold=0.068920000000000023 0.091105000000000005 -0.088884999999999978 0.086110000000000006 -0.068949999999999997 -0.086464999999999986 -0.013509999999999999 0.085305000000000006 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.091210000000000013 0.096475000000000019 0.12069000000000002 0.099360000000000018 -0.077349999999999988 0.085360000000000005 -0.086304999999999979 0.033845000000000007 0.089770000000000016 -0.010264999999999998 0.084485000000000018 -0.087184999999999985 -0.086244999999999988 -0.089089999999999989 -0.27559499999999998 0.086305000000000007 0.084225000000000008 0.086720000000000005 -0.078139999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7 8 -8 -10 11 13 -12 16 15 -14 21 -18 19 20 -19 22 24 -24 26 -25 27 -11 29 -28
right_child=-2 -3 3 4 -6 6 7 -9 9 10 12 -13 14 -15 -16 -17 17 18 -20 -21 -22 -23 23 25 -26 -27 28 -29 -30 -31
leaf_value=-2.5841751501116741e-06 -2.9078409465910228e-06 3.5251355181268688e-06 -2.9003846212173235e-06 -3.8261509562289575e-06 5.2661800152620232e-07 5.5859122197873533e-06 5.1312662901095576e-06 -3.2923782387313071e-06 -5.3464698101958102e-06 1.3336492047528738e-06 1.0614208354127187e-05 -1.3023353379875992e-05 5.3033210354607782e-06 3.0114185643344235e-06 -2.5380796266745168e-06 1.4571413781149067e-07 7.5623640295166948e-06 -1.0056718228538972e-05 -7.0107744344719939e-06 6.3296772168541794e-06 3.6283474400988782e-06 -4.357627507157634e-06 -9.1175336046944737e-06 4.1869090165602286e-06 8.8203661438125316e-06 -8.813516745388079e-08 -3.0560540489332766e-06 -6.9597745630289872e-06 4.3582598329842712e-06 2.737449170240325e-06
leaf_weight=33 20 30 22 25 20 29 21 23 22 25 20 21 22 29 25 226 28 22 21 36 25 22 20 27 22 2179 32 20 34 20
leaf_count=33 20 30 22 25 20 29 21 23 22 25 20 21 22 29 25 226 28 22 21 36 25 22 20 27 22 2179 32 20 34 20
internal_value=0 1.87634e-08 -1.54896e-08 1.24125e-08 -1.89159e-06 4.10393e-08 6.28203e-08 8.37781e-09 3.43858e-08 -2.54809e-09 3.83303e-08 -7.28605e-08 1.01856e-06 3.32911e-08 3.15577e-07 6.03244e-07 -8.05127e-10 1.22613e-06 -4.79779e-07 1.17264e-06 -2.77743e-06 -6.82585e-08 -2.85922e-08 -1.17408e-07 1.26359e-06 -3.58114e-08 -5.48224e-09 -2.35232e-06 1.22251e-06 -8.27784e-07
internal_weight=0 3101 3071 3038 45 2993 2971 2942 2919 2898 2876 2583 293 2562 273 248 2533 132 104 83 47 2401 2379 2226 153 2206 131 45 86 52
internal_count=3121 3101 3071 3038 45 2993 2971 2942 2919 2898 2876 2583 293 2562 273 248 2533 132 104 83 47 2401 2379 2226 153 2206 131 45 86 52
is_linear=0
shrinkage=0.1


Tree=6535
num_leaves=31
num_cat=0
split_feature=11 45 46 1429 156 156 51 1443 1446 1444 1 16 484 121 457 0 2 130 403 2 130 133 133 16 52 0 0 16 3 403
split_gain=1.76132e-08 1.85804e-08 5.32067e-08 3.98823e-08 4.28215e-08 2.23256e-08 2.71414e-08 1.94449e-08 2.77952e-08 7.86381e-08 2.34752e-08 1.95946e-08 5.63027e-08 1.58255e-07 4.59991e-08 5.79647e-08 6.81346e-08 4.77318e-08 1.33595e-07 9.23908e-08 6.81867e-08 7.85758e-08 1.4249e-07 5.00883e-08 6.88127e-08 5.75647e-08 2.31374e-07 1.70889e-07 2.64661e-07 1.21562e-07
threshold=-0.072629999999999986 0.084355000000000013 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.088675000000000018 -0.09143999999999998 -0.084274999999999989 0.076935000000000017 -0.083134999999999987 0.10126500000000001 -1.0000000180025095e-35 0.11612500000000002 -0.23001499999999997 0.11018500000000002 0.089120000000000019 -0.014954999999999998 0.090425000000000019 0.012250000000000002 0.26753000000000005 0.18829500000000002 -0.085254999999999984 -0.083374999999999991 -0.086729999999999988 -0.086074999999999985 -0.090764999999999985 -0.084964999999999985 -0.0031149999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 7 -7 8 -5 -10 -9 12 13 -11 15 16 -15 20 -19 -20 21 22 23 24 -17 27 -27 -26 -29 -28
right_child=1 2 -4 4 -6 6 -8 10 9 11 -12 -13 -14 14 -16 17 -18 18 19 -21 -22 -23 -24 -25 25 26 29 28 -30 -31
leaf_value=-2.8863216454867927e-06 -4.4620496726111017e-06 5.9110889537805638e-06 -8.4211645753181793e-07 -3.4860102005040972e-06 4.6300938356580452e-06 4.5174335918134261e-07 -4.424840983119793e-06 -4.0156686867913571e-06 6.3307187201644416e-06 8.3972720217064171e-06 3.214067533008347e-07 2.3611115879805854e-07 -5.0941381611361672e-06 -7.9626722282455376e-07 3.7770356567097435e-06 5.7149183703586461e-06 -8.126824737008152e-06 -9.4859994035124108e-06 5.1049703794584884e-06 -3.3312250620303314e-06 5.5424305476966164e-06 -4.7317166681259062e-06 7.7388371130876744e-06 -3.8908020668612959e-06 -3.1440832184916399e-07 8.2447065029260265e-06 -3.9085571073931559e-06 1.1272964843556111e-06 -1.4946271025586438e-05 1.1048889159820969e-06
leaf_weight=21 20 20 28 22 20 21 25 26 20 21 24 1827 24 32 26 20 21 21 21 34 21 37 23 36 385 37 66 20 21 181
leaf_count=21 20 20 28 22 20 21 25 26 20 21 24 1827 24 32 26 20 21 21 21 34 21 37 23 36 385 37 66 20 21 181
internal_value=0 1.95462e-08 1.97172e-06 -1.11563e-08 1.82031e-08 -1.24203e-08 -2.19857e-06 2.1485e-08 5.5013e-08 8.19317e-08 -1.93387e-06 3.84467e-08 -3.06475e-07 -1.94154e-07 -3.74214e-07 -4.84801e-07 -3.70083e-06 -3.00132e-07 -2.70083e-06 -1.10132e-07 -8.47207e-08 -2.27784e-07 -1.65728e-08 -2.49438e-07 -6.98635e-08 -2.32815e-07 8.6998e-07 -9.68012e-07 -7.10551e-06 -2.34736e-07
internal_weight=0 3100 48 3052 3032 3012 46 2966 2916 2894 50 2874 1047 1023 1002 976 53 923 76 55 847 826 789 766 730 710 284 426 41 247
internal_count=3121 3100 48 3052 3032 3012 46 2966 2916 2894 50 2874 1047 1023 1002 976 53 923 76 55 847 826 789 766 730 710 284 426 41 247
is_linear=0
shrinkage=0.1


Tree=6536
num_leaves=31
num_cat=0
split_feature=156 474 132 15 1185 1186 50 133 42 2 42 120 483 483 483 13 2 12 483 42 9 9 34 11 2 3 38 39 124 159
split_gain=1.83324e-08 2.7608e-08 1.88612e-08 4.43206e-07 2.20406e-07 1.02398e-07 1.95502e-08 1.90698e-08 1.94182e-08 2.32842e-08 2.15546e-08 1.77487e-08 3.42098e-08 1.28238e-07 8.24707e-08 1.00454e-07 3.5961e-08 1.27643e-07 1.459e-07 7.40878e-08 2.81514e-08 4.43801e-08 2.98414e-08 7.37146e-08 3.29632e-08 2.90734e-08 2.29551e-08 2.85093e-08 5.14064e-08 5.12634e-08
threshold=0.3248100000000001 0.11986500000000001 -0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.0044650000000000011 0.09227500000000001 -0.45516499999999999 -0.021469999999999996 0.085485000000000019 -0.010544999999999997 0.09852000000000001 0.10083000000000002 0.10452500000000002 0.095085000000000017 -0.080759999999999985 0.096540000000000015 0.094435000000000005 0.12236500000000002 0.091295000000000015 0.092890000000000014 0.088235000000000022 -0.08786999999999999 -1.0000000180025095e-35 -0.080614999999999978 -0.022174999999999997 0.10657000000000001 0.10076500000000001 0.0049200000000000008 0.084695000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 -1 9 -9 -10 12 14 -14 20 -16 17 18 -15 -18 21 22 -6 -24 -25 -22 27 -26 29 -29
right_child=-2 -3 4 -5 11 -7 -8 8 10 -11 -12 -13 13 16 15 -17 19 -19 -20 -21 25 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=3.2340149189059009e-06 -2.8128111135510669e-06 3.6343958830305689e-06 -1.0042638954969748e-05 1.2883620278174662e-05 3.3969018860401637e-06 -7.394316839097537e-06 -2.63395009009552e-06 1.1472634511424374e-06 3.8991297276425029e-06 -2.925988861256378e-06 -4.6397437927225837e-08 -2.9631619918291107e-06 8.7536266911618967e-06 3.9564925619591426e-06 -1.4706513563093418e-07 -8.9311474410984061e-06 1.8628452553289039e-06 7.6606918689492435e-06 -7.4570099990350649e-06 -5.7732433939842551e-06 -3.8099244363820623e-08 -4.1261190421419784e-06 -5.6437741203235024e-06 3.731636187846258e-06 3.7480817031834861e-08 5.3538767451755123e-06 3.0226604799281632e-06 2.0531301463138869e-06 -6.1408334355898365e-06 -4.3272465387644844e-06
leaf_weight=21 23 21 22 27 26 21 24 23 20 36 45 20 21 24 30 23 27 24 21 24 20 26 23 24 2385 20 25 34 21 20
leaf_count=21 23 21 22 27 26 21 24 23 20 36 45 20 21 24 30 23 27 24 21 24 20 26 23 24 2385 20 25 34 21 20
internal_value=0 2.08736e-08 -3.78807e-09 8.95036e-07 -7.19855e-08 -8.08605e-07 9.73776e-09 4.47314e-07 -2.46277e-08 -1.33811e-06 1.16761e-06 5.30634e-09 2.63742e-08 1.54454e-06 -5.3589e-08 -3.95903e-06 2.82952e-07 1.77124e-06 -1.36981e-06 -1.73061e-06 2.52937e-08 -1.54586e-08 2.6323e-08 -8.28803e-09 4.33725e-08 2.65789e-06 7.75141e-09 -2.28879e-08 -1.94261e-06 -3.09972e-07
internal_weight=0 3098 3077 217 2860 190 169 145 124 59 65 2838 2818 141 2677 53 120 69 45 51 2624 2584 2558 2532 2509 40 2485 2460 75 54
internal_count=3121 3098 3077 217 2860 190 169 145 124 59 65 2838 2818 141 2677 53 120 69 45 51 2624 2584 2558 2532 2509 40 2485 2460 75 54
is_linear=0
shrinkage=0.1


Tree=6537
num_leaves=31
num_cat=0
split_feature=3 3 3 1 16 394 12 1429 3 157 474 475 2 4 403 1209 3 4 3 3 403 4 13 3 159 151 3 2 3 3
split_gain=1.73158e-08 1.2727e-07 1.74109e-07 1.71814e-07 1.83021e-07 1.26871e-07 1.19717e-07 5.15096e-08 9.31565e-08 7.63166e-08 1.11121e-07 6.36497e-08 7.81807e-08 5.15449e-08 5.08272e-08 7.81315e-08 4.81325e-08 1.67091e-07 7.37463e-08 2.32429e-07 1.79964e-07 2.68549e-07 1.76499e-07 1.71615e-07 7.72352e-08 6.90304e-08 1.51265e-07 2.78868e-07 6.7597e-08 1.49483e-07
threshold=-0.082594999999999988 -0.083344999999999989 -0.083654999999999993 0.090965000000000004 -0.086989999999999984 0.10448000000000002 0.088795000000000013 0.052280000000000007 -0.081459999999999991 -0.06482499999999998 0.090215000000000004 -0.08459499999999999 0.093840000000000021 -0.50940999999999981 -0.5341999999999999 -0.080689999999999984 -0.082234999999999989 -0.074729999999999977 -0.078724999999999976 -0.07908999999999998 0.0033700000000000002 -0.080584999999999976 -0.092534999999999992 -0.078344999999999984 0.04105000000000001 -0.0093999999999999986 -0.079864999999999978 0.093320000000000014 -0.077354999999999993 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 -1 -6 11 -9 10 -10 12 -2 -13 -15 -16 17 -17 19 20 21 -18 -22 -20 25 -23 27 -27 29 -25
right_child=7 3 -4 -5 6 -7 -8 8 9 -11 -12 13 -14 14 15 16 18 -19 23 -21 22 24 -24 28 -26 26 -28 -29 -30 -31
leaf_value=3.6505815189047292e-08 -1.4996714223040426e-07 -1.9649476598715412e-06 -7.9412480082047075e-06 -4.241978911609511e-06 4.257978671860117e-06 7.7035429264717763e-06 1.3590498708383946e-05 -8.4263897542768978e-06 -2.5272826569095907e-06 -4.9022410869590459e-06 5.6464747987759223e-06 -3.8980651513358887e-06 8.3155894708397694e-06 -3.7886502291763057e-06 4.5527061678746357e-06 -2.7335608065186538e-06 -1.111897864315584e-05 8.9479402492524219e-06 8.7192318386294818e-06 -1.1009403690801872e-05 -7.0459887280906388e-07 4.7983747916847417e-06 1.1117996356678423e-05 7.2390883939409505e-07 -5.6144404879887593e-06 -5.9605740379656374e-08 5.5360420212251014e-06 -1.1976663142831968e-05 1.9271299093717938e-07 -8.5237463281373504e-06
leaf_weight=1138 24 21 27 21 27 22 28 20 39 33 29 36 20 36 37 25 28 24 23 24 28 26 23 44 28 108 31 24 1098 29
leaf_count=1138 24 21 27 21 27 22 28 20 39 33 29 36 20 36 37 25 28 24 23 24 28 26 23 44 28 108 31 24 1098 29
internal_value=0 2.81746e-07 -2.85774e-09 3.76447e-06 5.97678e-06 1.81915e-07 9.00908e-06 -1.96919e-07 -2.19106e-06 -9.56339e-07 9.58584e-07 -5.63062e-08 3.69801e-06 -1.55104e-07 -7.27407e-08 1.08673e-08 -9.66491e-08 2.98799e-06 -1.96482e-07 -1.54462e-06 -7.77206e-07 -1.9022e-06 4.62716e-06 1.64828e-07 -7.12934e-07 1.32154e-08 -7.50062e-07 -2.22634e-06 -3.19196e-09 -2.94982e-06
internal_weight=0 1284 1187 97 76 1160 55 1837 121 101 68 1716 44 1672 1636 1600 1563 49 1514 320 296 245 51 1194 217 189 163 132 1171 73
internal_count=3121 1284 1187 97 76 1160 55 1837 121 101 68 1716 44 1672 1636 1600 1563 49 1514 320 296 245 51 1194 217 189 163 132 1171 73
is_linear=0
shrinkage=0.1


Tree=6538
num_leaves=31
num_cat=0
split_feature=1366 453 453 454 15 15 15 484 12 133 2 13 52 49 51 401 43 47 9 1 3 39 133 12 129 130 130 16 13 15
split_gain=1.6974e-08 1.80847e-08 2.13548e-08 3.23001e-08 2.24071e-08 1.85449e-07 1.10824e-07 6.67164e-08 1.82855e-07 6.19684e-08 5.57339e-08 8.47934e-08 6.98372e-08 5.62939e-08 6.09232e-08 4.44227e-08 4.66826e-08 6.09303e-08 3.75948e-08 3.75175e-08 5.68698e-08 3.61325e-08 3.48605e-08 3.28707e-08 3.26928e-08 3.23452e-08 1.13912e-07 7.12527e-08 9.62478e-08 1.1128e-07
threshold=-0.087024999999999977 0.095515000000000017 0.087015000000000009 -0.037229999999999992 -0.10203999999999998 -0.099734999999999976 -0.10653 0.10126500000000001 0.11527000000000001 -0.37971999999999995 0.084145000000000011 -0.0051199999999999987 0.15116000000000002 0.14705000000000004 -0.088494999999999976 0.091040000000000024 -0.083134999999999987 0.079365000000000005 0.08925000000000001 0.13820500000000002 0.088060000000000013 0.086380000000000012 -1.0000000180025095e-35 0.088105000000000003 -0.077709999999999987 -1.0000000180025095e-35 -0.008624999999999999 -0.078844999999999985 0.23074000000000003 0.088345000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 8 9 -5 11 -11 13 14 -12 16 17 -16 24 20 21 22 -18 -24 -7 26 27 28 29 -26
right_child=1 -3 -4 4 5 18 -8 -9 -10 10 12 -13 -14 -15 15 -17 19 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=2.6491697170172305e-06 -3.4663585867949428e-06 -2.9451430323422845e-06 3.1038389476055851e-06 -4.5181503626931122e-06 -9.4743543264658436e-06 -3.1567999485559994e-06 6.3051808950831406e-06 -4.9104655422146004e-06 8.9971559421068537e-06 -2.8553983715845783e-07 5.9238539250827676e-06 -7.4242859045625662e-06 -3.8726835599006268e-06 6.525915686476462e-06 -6.424187615101056e-06 5.0030493596187586e-06 9.1923087909760535e-08 6.6540559836775417e-07 3.7451972922588961e-06 4.0735498604504988e-06 -3.8247479155702254e-06 -2.2962139350316388e-06 7.2800588668542332e-06 1.5467606874608465e-06 -1.2229924044445305e-06 -1.4823918493367072e-07 7.085151787172046e-06 3.6149086261676978e-06 -6.9574586632370485e-06 6.6620229156135552e-06
leaf_weight=24 27 21 22 28 21 34 32 24 24 99 24 20 26 21 22 21 35 27 26 32 27 21 20 20 96 2208 28 47 22 22
leaf_count=24 27 21 22 28 21 34 32 24 24 99 24 20 26 21 22 21 35 27 26 32 27 21 20 20 96 2208 28 47 22 22
internal_value=0 -2.05293e-08 -5.62858e-10 -2.29259e-08 7.78853e-09 -1.16554e-07 6.03112e-07 2.3149e-07 4.95745e-07 3.51717e-08 3.42384e-07 -1.48533e-06 1.07717e-06 1.55383e-06 1.13449e-06 6.23629e-07 1.72806e-07 -2.51768e-06 -3.74104e-08 1.02335e-06 2.29797e-07 1.37014e-06 2.39672e-06 4.41341e-06 -7.7438e-08 -3.42278e-08 1.13664e-06 2.45956e-07 -8.85049e-07 2.47095e-07
internal_weight=0 3097 3076 3054 3027 2504 523 491 467 443 415 119 296 270 249 225 204 49 2483 155 123 96 75 40 2457 2423 215 187 140 118
internal_count=3121 3097 3076 3054 3027 2504 523 491 467 443 415 119 296 270 249 225 204 49 2483 155 123 96 75 40 2457 2423 215 187 140 118
is_linear=0
shrinkage=0.1


Tree=6539
num_leaves=31
num_cat=0
split_feature=1429 474 52 1 1420 156 1425 155 1429 3 157 157 157 151 157 15 157 49 157 157 148 447 3 3 4 4 52 483 3 13
split_gain=1.69712e-08 4.26158e-08 2.09768e-08 4.89298e-08 4.41054e-08 3.51644e-08 2.35048e-08 5.59409e-08 2.14802e-08 5.15293e-08 2.22146e-08 1.06984e-07 1.02538e-07 5.15758e-08 3.60078e-08 3.53394e-08 3.35507e-08 9.37811e-08 4.16222e-08 2.59732e-08 2.37936e-08 4.52491e-08 2.41365e-08 1.14791e-07 7.92299e-08 7.68673e-08 7.46522e-08 5.21759e-08 4.95936e-08 7.10697e-08
threshold=0.12521000000000002 -0.45463999999999999 -0.56368999999999991 0.096125000000000016 1.0000000180025095e-35 -0.14734999999999998 0.09198000000000002 0.11814000000000001 -0.060529999999999994 -0.082234999999999989 -0.087424999999999989 -0.090569999999999998 -0.086394999999999986 -0.52488999999999986 -0.083699999999999983 -0.086254999999999984 -0.081889999999999991 0.006170000000000001 -0.080544999999999992 -0.078064999999999982 -0.10069499999999999 0.094580000000000011 -0.088084999999999983 -0.087429999999999994 -0.50690499999999983 -0.39518999999999993 0.048770000000000008 -0.095689999999999983 -0.088784999999999989 -0.0060599999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 7 8 9 -7 11 15 -12 -14 -15 -10 17 -16 -18 -20 -21 22 27 26 -25 -26 -24 -22 -29 -30
right_child=-2 2 4 -5 -6 6 -8 -9 10 -11 12 -13 13 14 16 -17 18 -19 19 20 21 -23 23 24 25 -27 -28 28 29 -31
leaf_value=-4.5082499214220753e-06 2.9036601313237044e-06 1.1138651256327716e-06 3.9110302287040016e-06 -4.8524616102797936e-06 4.7275546478431355e-06 5.8722742193952275e-06 3.1027463213225325e-06 -4.9519436407021919e-06 3.5920938292595871e-06 -1.484395873128299e-07 6.5210600344774621e-06 -6.898298615156919e-06 -4.0996429058923829e-06 3.5073106558009951e-06 -7.0357874610256962e-06 -9.9433537396212804e-07 3.9926259231693759e-06 2.003196648946538e-06 -3.1731891821296955e-06 3.0131863888107964e-06 5.234244508756092e-06 -3.8881121372469351e-06 -3.1984839257148682e-07 -4.9658182454948019e-06 6.2189177404547985e-06 -1.4821199210121971e-08 -8.3190750712804276e-06 1.2654515453003415e-07 8.0116696040022372e-06 -1.3908202707012686e-07
leaf_weight=21 20 27 23 28 20 21 24 23 24 44 24 27 31 29 24 56 26 22 26 26 23 30 20 32 20 1805 28 554 20 23
leaf_count=21 20 27 23 28 20 21 24 23 24 44 24 27 31 29 24 56 26 22 26 26 23 30 20 32 20 1805 28 554 20 23
internal_value=0 -1.87263e-08 1.18841e-08 -1.92354e-06 4.70736e-08 1.59223e-08 -1.41205e-08 -3.94094e-08 -9.12576e-10 1.79671e-06 -4.16254e-08 -1.45539e-06 1.31241e-08 -4.39006e-08 2.52779e-09 3.81593e-07 -3.54113e-08 -2.7128e-06 1.13642e-08 -2.83416e-08 3.33842e-09 -2.72902e-08 1.8581e-08 -1.57801e-07 -3.29995e-08 5.34937e-08 -4.98606e-06 5.60529e-07 3.8047e-07 3.65197e-06
internal_weight=0 3101 3080 55 3025 3005 2982 2958 2935 65 2870 107 2763 2739 2708 80 2679 46 2633 2607 2581 2555 2525 1905 1857 1825 48 620 597 43
internal_count=3121 3101 3080 55 3025 3005 2982 2958 2935 65 2870 107 2763 2739 2708 80 2679 46 2633 2607 2581 2555 2525 1905 1857 1825 48 620 597 43
is_linear=0
shrinkage=0.1


Tree=6540
num_leaves=31
num_cat=0
split_feature=132 1185 1203 120 12 10 16 13 4 9 9 4 2 97 374 3 45 3 3 43 52 52 51 159 159 47 2 48 48 160
split_gain=1.61108e-08 1.38636e-07 5.33303e-08 1.60509e-08 2.63661e-08 2.21735e-08 2.07987e-07 2.96965e-07 4.39364e-08 3.37321e-08 4.47469e-08 2.03827e-08 3.08294e-08 3.50711e-08 7.82886e-08 2.008e-08 2.51907e-08 2.80328e-08 1.18124e-07 1.15474e-07 6.4236e-08 1.12974e-07 8.64329e-08 1.38494e-07 1.56934e-07 1.11848e-07 1.89893e-07 1.09676e-07 1.76286e-07 9.11412e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.09852000000000001 0.22926500000000002 -0.011559999999999999 -0.056919999999999991 -0.076599999999999988 0.41379000000000005 0.08925000000000001 0.10530000000000002 0.62736500000000006 -0.045829999999999989 -0.079444999999999988 0.089535000000000017 0.31534000000000006 0.094030000000000016 -0.016324999999999996 -0.011549999999999998 -0.081374999999999989 -0.23375999999999997 -0.42058999999999996 -0.14283999999999999 0.096890000000000018 0.11208000000000001 0.092165000000000011 0.083795000000000022 -0.072824999999999987 0.084855000000000014 -0.061914999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 -3 11 -11 12 -7 -14 15 16 17 -15 -19 -20 21 -21 -22 25 -25 26 -24 -28 29 -29
right_child=1 3 -4 -5 -6 9 -8 -9 -10 10 -12 -13 13 14 -16 -17 -18 18 19 20 22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-2.3220939578697404e-07 8.1584871687872298e-06 2.069699330824674e-06 -4.9007750866232005e-06 -2.8192627007683767e-06 3.4720787549634801e-06 -2.8109006772562379e-06 5.2929385120137343e-06 -1.4412460914822338e-05 -3.8544177484601239e-06 6.2835482503942341e-06 -3.256510223893981e-07 2.6922218109705553e-06 -3.3220786463061814e-06 -7.7009152086253213e-08 6.1424644670859425e-06 -2.4390459495379853e-06 -2.8867037128983265e-06 6.9696718155839711e-06 -6.5183022026916575e-06 9.8680573551569586e-07 7.0802928765563895e-06 -8.3870299181398881e-06 1.1674630721764906e-05 -1.0591220477419396e-05 1.2460003970223473e-06 -2.9458589324349308e-06 -3.895918240838607e-06 1.2461522003461682e-06 -4.2251302906397234e-07 8.3403121987595861e-06
leaf_weight=194 21 31 28 20 22 39 32 21 21 20 21 28 31 2067 21 33 29 29 23 36 24 20 21 21 24 43 30 27 89 55
leaf_count=194 21 31 28 20 22 39 32 21 21 20 21 28 31 2067 21 33 29 29 23 36 24 20 21 21 24 43 30 27 89 55
internal_value=0 6.2867e-08 -8.21038e-07 3.79546e-09 2.35509e-08 -3.20069e-09 -1.42924e-06 -4.37594e-06 -3.22733e-07 5.16267e-08 2.89835e-06 8.23803e-09 -1.99932e-08 2.15033e-08 6.14921e-08 1.18226e-08 4.36897e-08 7.75603e-08 8.004e-07 3.67206e-07 7.73275e-07 -2.36099e-06 1.29878e-06 8.5118e-07 -4.27804e-06 1.72218e-06 2.62635e-06 1.68101e-06 2.65941e-06 6.00443e-06
internal_weight=0 2899 222 2878 2858 2836 105 73 52 2731 41 2690 2662 2623 2592 2571 2538 2509 442 413 390 56 334 310 45 265 222 201 171 82
internal_count=3121 2899 222 2878 2858 2836 105 73 52 2731 41 2690 2662 2623 2592 2571 2538 2509 442 413 390 56 334 310 45 265 222 201 171 82
is_linear=0
shrinkage=0.1


Tree=6541
num_leaves=31
num_cat=0
split_feature=46 453 148 447 148 1348 147 132 1203 394 50 129 150 150 131 400 151 42 0 0 0 403 14 1456 47 2 1 13 1 0
split_gain=1.87459e-08 2.19925e-08 2.28058e-08 3.40691e-08 1.9149e-08 2.30736e-08 2.51165e-08 1.83275e-08 4.46415e-07 2.32381e-07 7.3476e-08 2.24399e-08 2.19885e-08 2.18571e-08 2.06224e-08 3.33895e-08 1.95912e-08 6.15292e-08 1.96683e-08 4.06011e-07 1.92089e-07 1.71945e-07 6.1228e-08 6.61053e-08 6.38528e-08 4.23194e-07 2.50727e-07 4.35146e-07 1.09255e-07 5.7554e-08
threshold=0.10987500000000001 0.10071000000000001 -0.10069499999999999 0.094580000000000011 -0.084924999999999987 0.087660000000000016 0.092780000000000015 -0.083284999999999984 0.089165000000000008 0.11233000000000001 0.10022000000000002 -0.082304999999999975 -0.11226499999999999 -0.094239999999999977 -0.076979999999999979 0.11741500000000001 0.11088000000000002 0.088380000000000014 -0.083804999999999977 -0.084044999999999995 -0.08317999999999999 -1.0000000180025095e-35 -0.23960999999999996 0.094080000000000011 0.094160000000000008 -0.055814999999999997 0.093100000000000002 -0.085804999999999979 0.10587000000000001 -0.084674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 10 11 14 -9 -13 -14 -6 -16 18 -18 19 22 21 -20 -15 24 25 -24 27 -26 -28 -27
right_child=-2 -3 3 -5 5 -7 -8 9 -10 -11 -12 12 13 16 15 -17 17 -19 20 -21 -22 -23 23 -25 26 29 28 -29 -30 -31
leaf_value=2.5763908670275189e-06 2.9087518441883732e-06 -3.3259873566748869e-06 2.8188402413438968e-06 -3.3812083612853413e-06 2.4178420171312675e-06 -3.24372756494995e-06 2.8855814393106511e-06 2.7576097918740585e-06 1.4359897489736217e-05 -1.032840117121933e-05 -6.4180595232699039e-06 2.6529445148071317e-06 -3.2830007729076208e-06 3.7635551717148005e-06 1.1236855126092966e-07 -4.29576212354732e-06 6.1940334171595174e-06 -1.0681495820920516e-06 1.2646633457853054e-05 -1.4161108860900555e-05 -4.0952697814549951e-08 2.8073437451067467e-07 -1.4799298478465061e-05 -5.1551133438991846e-06 -8.3196470970708312e-07 -2.6960424670388139e-07 -8.1449295112179244e-06 1.836120570390319e-05 8.3506149946645432e-07 3.4726989024929569e-06
leaf_weight=34 22 20 24 30 29 22 30 29 22 22 20 30 21 39 122 20 20 28 23 21 1343 22 20 27 27 928 20 21 42 43
leaf_count=34 22 20 24 30 29 22 30 29 22 22 20 30 21 39 122 20 20 28 23 21 1343 22 20 27 27 928 20 21 42 43
internal_value=0 -2.0642e-08 8.28242e-10 -2.79301e-08 5.43586e-09 -1.71391e-08 6.76961e-09 -2.2616e-08 8.7074e-07 -9.24197e-08 -6.82985e-07 -9.13881e-09 -3.91335e-08 -6.96674e-08 -1.22156e-08 -5.08495e-07 -4.3951e-08 1.95776e-06 -8.12499e-08 -3.79923e-07 1.74387e-07 6.60108e-06 -1.31933e-07 -2.66617e-07 -1.46736e-07 -4.00457e-07 2.13906e-06 7.56505e-06 -2.06171e-06 -1.03879e-07
internal_weight=0 3099 3079 3045 3015 2991 2969 2939 213 2726 191 2704 2675 2645 171 142 2624 48 2576 1188 1388 45 1167 1128 1101 991 110 48 62 971
internal_count=3121 3099 3079 3045 3015 2991 2969 2939 213 2726 191 2704 2675 2645 171 142 2624 48 2576 1188 1388 45 1167 1128 1101 991 110 48 62 971
is_linear=0
shrinkage=0.1


Tree=6542
num_leaves=31
num_cat=0
split_feature=12 42 448 0 16 1374 151 1446 480 1446 2 16 15 13 13 16 484 13 160 156 34 52 43 12 13 12 15 151 40 42
split_gain=1.87405e-08 3.63878e-08 1.62302e-08 5.12522e-08 2.05124e-08 7.07932e-08 9.82947e-08 4.74263e-08 1.25971e-07 4.64035e-08 1.41696e-07 9.13178e-08 1.28996e-07 5.78192e-08 1.16079e-07 1.07998e-07 5.63932e-08 8.81056e-08 5.19012e-08 5.96398e-08 5.4584e-08 8.50921e-08 2.59808e-07 9.1555e-08 6.57848e-08 5.36889e-08 5.06087e-08 4.4644e-08 4.45781e-08 5.72229e-08
threshold=0.23631000000000002 0.18223500000000001 0.068920000000000023 -0.26343999999999995 -0.0094449999999999968 0.087110000000000007 -0.37203999999999993 -0.088809999999999986 0.11387000000000001 0.083715000000000026 0.084415000000000004 -0.0048099999999999992 -0.0079099999999999986 -0.090639999999999984 -0.086589999999999986 0.042200000000000008 0.085790000000000019 -0.082574999999999982 -0.086829999999999977 0.085050000000000014 -0.057544999999999992 -0.0087299999999999982 -0.014584999999999999 0.094225000000000017 -0.075129999999999988 0.093965000000000007 -0.084564999999999987 0.077805000000000013 -0.065969999999999987 -0.106335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 -5 -9 11 -11 12 16 15 -15 -13 17 -8 19 25 -20 27 23 24 -23 -16 -19 28 -22 -30
right_child=-2 -3 -4 4 5 -7 9 8 -10 10 -12 13 -14 14 18 -17 -18 26 20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=3.9309818648138331e-06 -2.843946537683698e-06 4.1696102925925516e-06 -2.8466281128203267e-06 -4.6810108312911334e-06 6.6808881319957432e-06 -5.9943925200720763e-06 4.8967069470445098e-06 1.2467748098255234e-07 7.5700914756591537e-06 8.9690913711137916e-06 -4.6189810686572938e-07 8.4641907614284369e-06 -1.0339046864482086e-05 -7.8449385130495238e-06 -2.3126673648435183e-06 1.6680038505967332e-07 -5.5975897897297957e-06 7.4022020184895066e-07 3.5505545789267977e-06 6.4770351540036332e-06 4.0504773031508582e-06 -7.6460404453758787e-06 -1.2296725368628358e-05 2.9536089450151561e-06 -2.7943230120568103e-07 3.3495058370604195e-06 -6.1229642679708469e-06 4.3638098804876791e-06 -4.0491422179103309e-06 -2.9784992348701162e-07
leaf_weight=33 23 21 20 20 20 22 23 1896 23 21 66 21 21 21 34 62 26 21 30 22 21 22 25 38 27 33 22 20 45 422
leaf_count=33 23 21 20 20 20 22 23 1896 23 21 66 21 21 21 34 62 26 21 30 22 21 22 25 38 27 33 22 20 45 422
internal_value=0 2.11101e-08 -7.2027e-09 1.13738e-08 -3.13997e-08 -3.7957e-07 -2.63364e-07 1.63425e-07 2.13914e-07 -3.96524e-07 1.81455e-06 -5.9774e-07 -3.2672e-06 -2.39912e-07 -5.136e-07 2.26614e-06 -1.65297e-06 -9.90353e-08 -3.05267e-07 1.95953e-06 -6.15369e-07 -8.16946e-07 -3.31195e-06 -7.3012e-07 -3.58689e-06 4.76164e-07 -2.77118e-06 -2.66866e-07 -4.56648e-07 -6.59323e-07
internal_weight=0 3098 3077 3057 3024 1085 1063 1939 1919 1043 87 956 113 843 760 83 92 66 739 89 650 620 112 87 49 67 43 508 488 467
internal_count=3121 3098 3077 3057 3024 1085 1063 1939 1919 1043 87 956 113 843 760 83 92 66 739 89 650 620 112 87 49 67 43 508 488 467
is_linear=0
shrinkage=0.1


Tree=6543
num_leaves=31
num_cat=0
split_feature=1366 3 3 13 132 12 1211 150 400 149 13 13 11 3 52 3 133 133 1212 13 1209 1210 1211 16 15 12 42 12 130 16
split_gain=1.6147e-08 1.65117e-08 1.44185e-07 2.15662e-07 5.52087e-08 5.67333e-07 4.14574e-07 5.49596e-08 5.45667e-08 5.08595e-08 5.39966e-08 9.88796e-08 8.68659e-08 6.46618e-08 1.65317e-07 7.51664e-08 5.34232e-08 1.22356e-07 1.0679e-07 9.6432e-08 5.72587e-08 1.03012e-07 5.51716e-08 5.22391e-08 4.92995e-08 4.28805e-08 2.00996e-07 1.33255e-07 1.64046e-07 1.4832e-07
threshold=-0.087024999999999977 -0.080564999999999984 -0.080104999999999996 -0.072309999999999985 -0.083284999999999984 0.091545000000000015 0.11048500000000001 0.12765500000000005 -0.064794999999999978 0.08618000000000002 -0.14179999999999995 -0.097224999999999992 0.077290000000000011 -0.081459999999999991 1.0000000180025095e-35 -0.081644999999999981 -0.14757499999999998 -0.093189999999999981 -0.089079999999999979 -0.010094999999999998 -0.087199999999999986 -0.099939999999999987 1.0000000180025095e-35 -0.091354999999999978 0.084905000000000022 0.089210000000000025 0.091295000000000015 0.090695000000000012 0.082650000000000015 0.6352000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 24 7 9 -4 10 12 -12 -6 15 -15 16 19 -18 -19 -13 -20 -22 25 -16 -2 26 -23 28 -27 -29
right_child=1 2 8 -5 6 -7 -8 -9 -10 -11 11 13 -14 14 23 -17 17 18 20 -21 21 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=2.583837054951725e-06 3.5385138548232661e-07 -8.9681376636008289e-08 4.2265182146209178e-06 -1.2951341061166617e-05 -7.8007002511661818e-06 1.7189807156336473e-05 -1.1798260690958505e-05 -4.6804256519614935e-06 -1.5469536788338525e-07 5.2410599004187616e-06 5.4545673070773971e-06 1.5988474809468822e-07 -1.3663718618772693e-07 -7.3734755752659048e-07 1.1246413314438542e-05 -5.2445528651263055e-06 5.8551858059420518e-06 6.7447733348065713e-06 4.9299424873701675e-06 -8.1731809976710283e-06 -6.3287561722802367e-06 -2.234589203242338e-07 4.6861177762593801e-06 4.1053125382209797e-06 -4.8705950503583992e-06 1.2571162163088023e-06 -9.3959354235266804e-06 5.8372582385327769e-07 1.2498114556933615e-05 -7.2835059654607903e-06
leaf_weight=24 73 32 29 22 21 21 29 22 1440 21 38 41 50 57 20 26 39 24 23 21 26 538 25 21 24 37 25 306 20 26
leaf_count=24 73 32 29 22 21 21 29 22 1440 21 38 41 50 57 20 26 39 24 23 21 26 538 25 21 24 37 25 306 20 26
internal_value=0 -2.00198e-08 -2.54755e-07 -5.32962e-06 2.07109e-07 2.28748e-06 3.85079e-08 2.79059e-07 -6.82044e-08 3.56716e-07 2.82604e-07 4.27853e-07 -2.40347e-06 2.78037e-07 2.74603e-06 7.25456e-08 1.92654e-07 3.55212e-07 1.50927e-07 -2.66261e-06 -3.31461e-09 -1.1644e-07 4.88825e-08 7.58878e-06 -9.38795e-07 -7.28936e-08 -6.30762e-07 7.3451e-07 5.20133e-06 -3.23827e-08
internal_weight=0 3097 1523 54 1574 118 1456 1427 1469 1405 1384 1313 71 1275 98 1177 1151 1089 1050 62 1026 1003 977 41 97 952 563 389 57 332
internal_count=3121 3097 1523 54 1574 118 1456 1427 1469 1405 1384 1313 71 1275 98 1177 1151 1089 1050 62 1026 1003 977 41 97 952 563 389 57 332
is_linear=0
shrinkage=0.1


Tree=6544
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1209 1210 16 1208 1213 13 0 3 43 1210 403 133 1212 1210 1212 401 15 1210 128 1185 16 3 3 12 0 13 0
split_gain=1.95487e-08 1.16941e-07 7.23581e-08 1.84265e-08 5.3481e-08 1.53728e-07 3.99453e-08 1.94683e-08 6.34993e-08 1.91714e-07 1.1441e-07 1.49374e-07 2.50942e-08 2.00664e-07 2.1756e-07 9.83425e-08 4.06219e-08 2.55626e-08 5.41559e-08 1.45233e-07 6.85717e-08 3.02422e-08 8.76169e-08 4.0472e-08 3.24608e-08 8.01639e-08 1.17404e-07 4.61317e-08 9.42934e-08 4.49786e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10272000000000002 -0.00046999999999999993 -0.076354999999999992 0.086590000000000014 0.093235000000000026 -0.087404999999999997 -0.086729999999999988 -0.086554999999999979 -0.0064299999999999991 -0.077744999999999995 -0.0031149999999999997 -0.0097699999999999992 0.086140000000000008 -0.062079999999999989 0.11796000000000001 -0.06959499999999999 0.094810000000000019 1.0000000180025095e-35 0.10692000000000002 0.090595000000000009 -0.077074999999999991 -0.094299999999999981 -0.089519999999999988 0.086565000000000017 0.10455500000000001 -0.029529999999999997 0.051010000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -6 7 12 -9 -10 -11 -12 13 14 -3 -16 -14 18 19 -18 21 22 24 -23 -20 26 -26 29 -29 -27
right_child=1 3 -4 4 5 -7 -8 8 9 10 11 -13 16 -15 15 -17 17 -19 20 -21 -22 23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-2.1852525886051527e-07 7.5045017207945163e-06 -9.9221013658734596e-06 -5.6565367779220266e-06 4.3593344470435926e-06 -7.2384765525157498e-06 4.8751810213203004e-06 -4.2715569448277667e-06 -2.7946902411067932e-06 1.0419078122565581e-05 4.8469500693353179e-06 -9.3084080444463149e-06 1.7658246821971762e-06 -4.1262796421506214e-06 9.7047284923420463e-06 6.9078124015504729e-06 -1.3542233131481815e-06 -2.0896980624291412e-06 -3.2570632038186888e-06 7.1693625287266075e-07 9.6845003645285031e-06 -5.794202358326099e-06 4.9005379488724955e-06 -6.5371201658525105e-06 -8.3101073703966745e-07 1.0751951332498391e-06 -7.4873915730038211e-08 -6.8545097451004584e-06 -8.1893689033070895e-06 6.7504391024288324e-07 4.1150317569050598e-06
leaf_weight=194 21 20 28 36 20 22 22 31 23 31 21 29 25 23 25 34 22 25 448 20 21 28 21 22 33 1758 43 21 28 26
leaf_count=194 21 20 28 36 20 22 22 31 23 31 21 29 25 23 25 34 22 25 448 20 21 28 21 22 33 1758 43 21 28 26
internal_value=0 6.92551e-08 -9.04401e-07 1.50021e-08 1.53103e-06 -8.93227e-07 -2.72302e-08 6.38218e-09 1.17771e-06 2.36179e-06 7.39234e-08 -2.88535e-06 -5.34474e-08 1.48449e-06 -9.08738e-07 2.14664e-06 -1.15183e-07 -7.53271e-08 -4.33948e-08 3.51706e-06 -1.04456e-07 -5.5245e-08 -1.0642e-07 2.37866e-06 -4.91252e-08 -2.28903e-07 -3.41135e-06 -9.6952e-08 -3.12399e-06 -1.38103e-08
internal_weight=0 2899 222 2878 78 42 2800 2778 135 104 81 50 2643 102 79 59 2541 2516 2491 42 2449 2428 2378 50 2357 1909 76 1833 49 1784
internal_count=3121 2899 222 2878 78 42 2800 2778 135 104 81 50 2643 102 79 59 2541 2516 2491 42 2449 2428 2378 50 2357 1909 76 1833 49 1784
is_linear=0
shrinkage=0.1


Tree=6545
num_leaves=31
num_cat=0
split_feature=1213 1211 1211 1211 1211 1212 1186 393 390 16 393 394 394 401 4 133 133 1208 1209 1209 1212 1212 133 402 402 1210 455 0 46 46
split_gain=1.58436e-08 1.9673e-08 5.47044e-08 2.3462e-08 2.27458e-08 5.95711e-08 3.20851e-08 2.69388e-08 2.18477e-08 3.34039e-08 1.95559e-08 2.53444e-08 3.23431e-08 2.04141e-08 1.28115e-07 3.27394e-08 2.41654e-08 2.35116e-08 2.82353e-08 2.39218e-08 2.51612e-08 5.23443e-08 2.23813e-07 9.16566e-08 3.10239e-08 3.02091e-08 2.27578e-08 2.65803e-08 2.08167e-08 2.53954e-08
threshold=0.51370000000000016 0.12162000000000002 0.11191500000000001 0.10406000000000001 0.087635000000000005 0.092360000000000012 -0.095479999999999982 0.11333500000000001 0.087590000000000015 -0.088159999999999988 -0.088754999999999987 -0.099329999999999988 -0.086374999999999993 -1.0000000180025095e-35 -0.07168999999999999 0.50628500000000021 0.41553500000000004 0.11198500000000002 -0.097919999999999993 -0.087714999999999987 -0.44605499999999992 -0.089544999999999986 -0.065894999999999981 0.13775000000000001 0.11522000000000002 -0.094799999999999982 0.090605000000000019 -0.09595999999999999 0.10987500000000001 0.083550000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 8 10 -10 -8 -12 -13 14 -14 16 17 18 -15 -20 -21 22 -22 24 25 -23 28 -28 29 -27
right_child=-2 -3 -4 -5 5 -7 7 -9 9 -11 11 12 13 15 -16 -17 -18 -19 19 20 21 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-3.2962146944252411e-06 2.8055410086835765e-06 -2.484737157004702e-06 4.5751146707026728e-06 -3.0822456456007791e-06 4.8530112904230803e-06 -2.0450827037166163e-06 -2.7982816023862914e-06 3.6483219355432085e-06 5.1954318183788925e-06 -3.3812366571813377e-07 -2.6085043487000806e-06 3.5722555849133644e-06 -8.1188383592234456e-06 -3.6155838891070083e-06 2.6191112883680035e-06 2.8706744177935226e-06 -3.2065607484810243e-06 3.033132152495455e-06 2.9430968660798736e-06 -2.9779593127198589e-06 -1.5523993409404186e-06 3.4760809943653236e-06 1.1516826280058012e-05 -5.7738259016559825e-06 3.6353714281374227e-06 -1.2462236750389262e-07 4.7361136748371622e-06 -4.7238986903371722e-08 3.002613046495147e-06 -3.2091066667884731e-06
leaf_weight=30 20 32 26 25 31 21 26 20 20 24 38 25 20 22 25 39 24 25 27 29 38 24 20 28 23 2344 21 26 21 27
leaf_count=30 20 32 26 25 31 21 26 20 20 24 38 25 20 22 25 39 24 25 27 29 38 24 20 28 23 2344 21 26 21 27
internal_value=0 -1.80866e-08 7.63284e-09 -3.13926e-08 -6.1205e-09 2.06724e-06 -4.24708e-08 -9.22406e-09 -3.43101e-08 2.17713e-06 -6.81901e-08 -4.3249e-08 -8.53399e-09 -4.07006e-08 -2.15331e-06 -5.97913e-09 -4.75462e-08 -1.92036e-08 -4.79992e-08 -1.81336e-08 -4.8873e-08 -1.58468e-08 2.95423e-06 -8.43689e-08 -2.02881e-08 -5.44254e-08 -8.91659e-08 2.09e-06 -1.31984e-07 -1.59747e-07
internal_weight=0 3101 3069 3043 3018 52 2966 2936 2916 44 2872 2846 2808 2783 45 2738 2699 2675 2650 2628 2601 2572 58 2514 2486 2463 2439 47 2392 2371
internal_count=3121 3101 3069 3043 3018 52 2966 2936 2916 44 2872 2846 2808 2783 45 2738 2699 2675 2650 2628 2601 2572 58 2514 2486 2463 2439 47 2392 2371
is_linear=0
shrinkage=0.1


Tree=6546
num_leaves=31
num_cat=0
split_feature=1429 1417 472 155 475 4 475 474 156 156 156 156 156 133 15 2 156 1429 1374 48 156 1371 156 155 156 0 48 15 0 0
split_gain=1.562e-08 3.85882e-08 2.67906e-08 5.96321e-08 2.11877e-08 3.37571e-08 3.08016e-08 1.74185e-08 1.81841e-08 1.94245e-08 1.17236e-07 1.11476e-07 1.39618e-07 4.59964e-08 7.6007e-08 6.90191e-08 2.86116e-08 7.52865e-08 4.68933e-08 1.34947e-07 4.75703e-08 5.91492e-08 3.84214e-08 3.89251e-08 4.9547e-08 2.5187e-08 7.45314e-08 9.67543e-08 2.5176e-07 7.29963e-08
threshold=0.12521000000000002 -0.080324999999999994 -0.38234499999999999 0.14039500000000002 -0.10664 -0.041644999999999995 -0.091889999999999986 -0.084054999999999977 0.11969000000000002 0.09747500000000002 0.092820000000000014 0.091255000000000017 0.089950000000000016 -1.0000000180025095e-35 -0.03241999999999999 0.094835000000000017 0.087720000000000006 0.084770000000000012 -0.094929999999999987 0.087215000000000015 0.087205000000000019 0.083235000000000017 0.086340000000000014 0.083555000000000004 0.083310000000000009 -0.14794999999999997 -0.072824999999999987 -0.092489999999999989 -0.23001499999999997 -0.14116499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 -8 9 10 11 12 16 -11 15 -15 18 -18 19 -9 21 22 23 24 25 26 -20 -28 -29 -27
right_child=-2 2 3 -5 6 -7 7 8 -10 13 -12 -13 -14 14 -16 -17 17 -19 20 -21 -22 -23 -24 -25 -26 29 27 28 -30 -31
leaf_value=-4.1911684547812912e-06 2.7856719492902473e-06 -3.5476937011394295e-06 -4.7606384290096081e-06 5.1089714880301633e-06 3.7613408494507894e-06 2.710438889153011e-07 2.1618167250847831e-06 -8.7522814448510132e-06 -2.6544000757684655e-06 -2.6264322988699071e-06 -7.6771994122282186e-06 7.4454324226280732e-06 -8.1700832890332797e-06 9.0973860960730234e-06 -2.4603468318673551e-06 1.9026434534907823e-06 4.9266277565530387e-06 -2.5699299840198367e-06 -4.2742448480718544e-06 2.597313007903779e-06 -4.838129234485678e-06 4.4722471903924088e-06 -4.3597931454542047e-06 -4.2473168442873954e-06 3.8675377702608839e-06 -3.78151277730537e-06 -3.9419873240479167e-07 1.3606616821128964e-05 1.2711905880608425e-06 8.8908499941315044e-09
leaf_weight=22 20 21 24 23 22 30 37 22 26 23 20 20 21 20 23 40 37 21 24 20 20 30 20 21 34 52 113 21 78 2216
leaf_count=22 20 21 24 23 22 30 37 22 26 23 20 20 21 20 23 40 37 21 24 20 20 30 20 21 34 52 113 21 78 2216
internal_value=0 -1.79616e-08 1.18567e-08 3.6301e-08 -2.141e-09 -1.96526e-06 3.34204e-08 5.70347e-09 -2.15984e-08 2.03859e-09 -4.84422e-08 6.63906e-09 -4.74613e-08 1.33073e-06 2.42729e-06 4.30089e-06 1.50434e-08 2.21236e-06 -3.26707e-08 -3.34771e-06 2.02893e-08 5.75328e-08 6.17903e-09 4.03015e-08 7.57783e-08 2.42927e-08 1.00748e-06 1.60541e-06 3.8878e-06 -7.80143e-08
internal_weight=0 3101 3079 3058 3035 54 2981 2959 2922 2896 2790 2770 2750 106 83 60 2729 58 2671 42 2629 2609 2579 2559 2538 2504 236 212 99 2268
internal_count=3121 3101 3079 3058 3035 54 2981 2959 2922 2896 2790 2770 2750 106 83 60 2729 58 2671 42 2629 2609 2579 2559 2538 2504 236 212 99 2268
is_linear=0
shrinkage=0.1


Tree=6547
num_leaves=31
num_cat=0
split_feature=484 132 1185 1203 1208 1208 1209 1210 1210 43 1209 15 42 1210 1210 130 130 4 0 129 2 2 403 43 43 0 43 403 13 402
split_gain=1.5426e-08 1.60285e-08 9.1662e-08 6.08051e-08 1.52297e-08 2.81104e-08 2.28878e-08 2.45106e-08 3.74e-08 3.36915e-08 2.07516e-08 5.02296e-08 9.54066e-08 1.91215e-08 5.93121e-08 1.69259e-08 1.13546e-07 9.45966e-08 4.08852e-08 5.6379e-08 9.4122e-08 6.97963e-08 3.73286e-08 2.55691e-08 3.2542e-08 7.17439e-08 3.43669e-08 1.0287e-07 1.57359e-07 8.72527e-08
threshold=-0.52850499999999989 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.12461500000000002 0.10837500000000001 -0.097919999999999993 -0.13847499999999999 -0.090569999999999998 -0.03898999999999999 0.087485000000000021 0.085465000000000013 -0.062154999999999995 -0.079504999999999978 -0.064344999999999999 0.084975000000000009 0.0053350000000000003 -0.085409999999999986 -0.069444999999999993 0.089245000000000005 0.094095000000000012 0.090425000000000019 -0.014954999999999998 0.16180500000000003 0.084740000000000024 -0.097274999999999986 0.055925000000000009 0.022375000000000003 -0.078279999999999975 -0.44724499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -4 9 -9 -8 13 -12 -13 -10 -15 16 23 -17 19 20 21 22 -19 24 26 -26 29 28 -28 -16
right_child=1 2 4 -5 -6 -7 7 8 10 -11 11 12 -14 14 15 17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-2.7683141047418761e-06 -1.7213044262794921e-07 6.6635563620192919e-06 -3.1168259839808386e-06 -5.1571482458712129e-06 -2.7172095553851252e-06 3.6971167684809881e-06 -3.1980437684285881e-07 -4.1894643437617996e-06 -2.3204210359446217e-06 5.4151142103364691e-06 -1.5889822918779829e-06 -4.2177451481014335e-07 8.9300198692399145e-06 4.9809524436265441e-06 -5.8349626879834644e-06 5.5934837691243705e-06 -6.7933184254798112e-06 -1.3943731610197574e-06 -3.3307560642015233e-06 -3.1688537458854456e-06 5.629939026291071e-06 -5.3174460217200077e-06 3.8376700338934221e-06 1.7619694116086602e-06 -5.933704813590642e-06 -1.1313279060232163e-07 9.9458986807332157e-06 -3.0161047756597068e-06 -4.9642584042064096e-07 -5.7238720803176082e-09
leaf_weight=20 194 21 23 28 20 21 21 21 35 20 28 24 20 24 26 35 25 25 32 31 39 21 30 78 30 72 27 28 31 2071
leaf_count=20 194 21 23 28 20 21 21 21 35 20 28 24 20 24 26 35 25 25 32 31 39 21 30 78 30 72 27 28 31 2071
internal_value=0 1.78577e-08 8.099e-08 -8.00871e-07 3.26227e-08 5.20013e-08 2.48279e-08 5.06898e-08 1.45445e-08 2.47772e-06 4.68593e-08 1.72203e-06 3.82904e-06 1.51629e-09 3.24755e-08 -1.31852e-08 -8.93719e-08 8.40964e-07 -9.35204e-08 6.16011e-07 1.63628e-06 -4.131e-07 1.45947e-06 -1.84457e-08 -7.92213e-08 -1.82507e-06 2.35271e-09 1.96162e-06 4.36466e-06 -7.79986e-08
internal_weight=0 3101 2879 222 2858 2838 2817 2794 2753 41 2732 72 44 2660 2625 2601 2388 213 178 146 115 76 55 2363 2285 102 2183 86 58 2097
internal_count=3121 3101 2879 222 2858 2838 2817 2794 2753 41 2732 72 44 2660 2625 2601 2388 213 178 146 115 76 55 2363 2285 102 2183 86 58 2097
is_linear=0
shrinkage=0.1


Tree=6548
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 132 52 2 16 16 15 402 0 12 4 3 3 4 3 150 9 2 2 2 3 133 133 2 2 3 43
split_gain=1.54773e-08 4.59311e-07 2.68192e-07 8.37438e-08 1.67353e-08 1.5303e-08 2.65442e-08 1.89687e-08 4.62214e-08 2.02694e-08 1.91162e-08 1.59301e-08 1.4969e-08 3.46398e-08 1.58084e-08 1.07395e-07 6.95629e-08 5.89497e-08 5.14003e-08 5.02572e-08 4.89834e-08 1.87556e-07 1.0842e-07 7.03086e-08 7.51722e-08 1.01404e-07 7.43826e-08 1.14786e-07 8.81514e-08 6.11624e-08
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 -0.050879999999999988 0.090645000000000017 0.095040000000000013 -0.097644999999999996 -0.090054999999999982 0.084905000000000022 0.033490000000000006 -0.084889999999999979 0.23631000000000002 0.63113500000000011 -0.080484999999999987 -0.079864999999999978 -0.022844999999999997 -0.080634999999999984 0.12765500000000005 0.087755000000000014 0.090935000000000016 0.090425000000000019 0.09167500000000002 -0.081574999999999995 0.089595000000000022 0.095000000000000015 0.094565000000000024 0.097385000000000013 -0.095524999999999985 -0.14792499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -4 7 -7 -1 -9 10 11 -10 13 14 17 16 -16 18 19 20 21 -6 -22 24 26 -26 -24 -28 29 -29
right_child=2 -3 4 -5 12 6 -8 8 9 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=2.3980054584171742e-06 -1.1060316402025903e-05 1.5256486783528091e-05 2.5484230471525175e-06 -6.7782768155666424e-06 -4.8715059152052842e-08 4.3441686784717609e-06 -8.0793933648237721e-07 -4.8514793756263922e-06 3.8676784124222852e-06 -2.681808885946729e-06 -1.5550448008228991e-06 3.1585702150290937e-07 -2.5409931446989983e-06 3.8034535729517908e-06 -7.9292934099706546e-06 -6.8821367310491268e-08 -1.0029370091144992e-06 5.0330702024439235e-06 -4.6614432180418094e-06 4.3295631814607048e-06 6.5249108887876378e-06 -9.0033209668642183e-06 -2.7942691943724979e-06 5.79352012077076e-06 -6.4174345526326859e-06 4.8680799540516798e-07 7.5051079018824873e-06 -4.6580633011217289e-06 6.0751455529433386e-06 7.840817089365337e-07
leaf_weight=20 22 20 26 20 921 20 20 24 23 21 23 28 23 24 29 1310 29 25 22 29 33 24 43 24 36 52 30 24 28 148
leaf_count=20 22 20 26 20 921 20 20 24 23 21 23 28 23 24 29 1310 29 25 22 29 33 24 43 24 36 52 30 24 28 148
internal_value=0 8.10639e-07 -6.11734e-08 -6.41205e-07 2.28478e-08 4.45015e-08 1.76811e-06 -4.51502e-07 -9.30411e-07 6.01746e-08 8.38305e-07 1.91766e-06 -1.60246e-10 2.04823e-08 -1.18623e-08 -2.55256e-07 -4.46612e-06 2.19523e-07 1.34418e-07 2.10214e-07 1.22569e-07 -2.76134e-07 1.02394e-06 5.52429e-07 2.03991e-07 -2.33765e-06 1.02328e-06 1.73699e-06 8.71773e-07 2.47126e-08
internal_weight=0 219 2902 199 2880 179 40 139 119 95 74 51 2854 2831 2807 1368 58 1439 1414 1392 1363 945 418 385 361 88 273 230 200 172
internal_count=3121 219 2902 199 2880 179 40 139 119 95 74 51 2854 2831 2807 1368 58 1439 1414 1392 1363 945 418 385 361 88 273 230 200 172
is_linear=0
shrinkage=0.1


Tree=6549
num_leaves=31
num_cat=0
split_feature=40 4 132 1185 12 132 15 2 12 3 156 50 1 2 16 151 151 0 0 0 12 2 13 41 33 11 4 4 401 4
split_gain=1.56465e-08 5.2249e-08 1.69505e-08 1.04326e-07 4.62733e-08 1.5604e-07 2.9288e-08 1.95606e-08 5.01325e-08 1.64546e-08 6.16388e-08 5.81708e-08 9.55149e-08 2.273e-07 7.47425e-08 9.07431e-08 4.91673e-08 5.03151e-08 3.13081e-08 9.02456e-08 7.50082e-08 4.98758e-08 3.60315e-08 2.81058e-08 8.33918e-08 4.71432e-08 2.61198e-08 2.41396e-07 8.89695e-08 1.06341e-07
threshold=-0.24620999999999996 0.63556000000000001 -0.083174999999999985 -0.083264999999999992 0.090165000000000009 -0.1075 0.084510000000000016 0.089320000000000024 0.11418000000000002 0.11658 0.3248100000000001 0.091320000000000012 0.11103500000000001 0.10644500000000001 -0.08595499999999999 -0.0033899999999999994 -0.039414999999999999 -0.13843999999999998 0.11070500000000001 0.089620000000000019 0.096075000000000008 0.10467500000000002 -0.17933499999999997 0.088520000000000015 -0.0066799999999999993 0.080150000000000013 -0.080924999999999983 -0.081224999999999978 0.10022000000000002 -0.081609999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 7 -2 -6 -9 10 18 12 13 -11 16 -16 -14 -18 19 22 21 -20 -5 24 -24 -25 27 28 29 -26
right_child=1 -3 3 9 5 -7 -8 8 -10 11 -12 -13 14 -15 15 -17 17 -19 20 -21 -22 -23 23 25 26 -27 -28 -29 -30 -31
leaf_value=2.7880194761564781e-06 -6.1582286477885974e-07 -4.9891076871842549e-06 7.1032325400838528e-06 -3.7932517752778952e-06 -2.6255522861902138e-06 -9.8556685688064057e-06 2.7052205354038962e-06 4.1485719123102175e-06 -2.0300666964713257e-06 -2.414975433171292e-06 -5.3114397318991415e-06 -2.8092344946470702e-06 -1.5809014079739268e-06 1.0705569575146647e-05 2.3664774713242051e-06 -5.8758540462503443e-06 7.1633605484748843e-06 7.5316307099152864e-07 1.9874794500335864e-06 -6.5995842782112528e-06 5.8185455453630932e-06 -2.9018556123152369e-06 6.0605163140359721e-06 -6.0621366037594276e-06 1.4823093467533865e-07 5.7628687262995705e-07 -1.7544236991399324e-07 1.001512595778947e-05 -5.5572962915780758e-06 7.5870513001063955e-06
leaf_weight=20 79 21 21 25 25 22 40 24 29 23 22 36 23 31 22 34 25 24 54 21 31 34 23 20 491 23 1806 26 26 20
leaf_count=20 79 21 21 25 25 22 40 24 29 23 22 36 23 31 22 34 25 24 54 21 31 34 23 20 491 23 1806 26 26 20
internal_value=0 -1.79921e-08 1.59018e-08 8.08069e-08 -8.32013e-07 -2.4177e-06 5.00494e-07 -3.19808e-07 7.67807e-07 2.88805e-08 -4.05254e-08 8.63663e-07 1.59017e-06 5.11719e-06 1.02208e-07 -2.6378e-06 2.23332e-06 4.02367e-06 4.0746e-09 -7.19233e-08 1.58854e-06 9.84182e-08 -1.61994e-08 2.25794e-08 6.81308e-08 -2.51135e-06 9.95233e-09 6.04664e-07 1.49037e-07 4.39379e-07
internal_weight=0 3101 3080 2861 219 100 119 78 53 2840 2622 218 182 54 128 56 72 49 2600 2481 119 88 2460 2435 2392 43 2369 563 537 511
internal_count=3121 3101 3080 2861 219 100 119 78 53 2840 2622 218 182 54 128 56 72 49 2600 2481 119 88 2460 2435 2392 43 2369 563 537 511
is_linear=0
shrinkage=0.1


Tree=6550
num_leaves=31
num_cat=0
split_feature=156 1425 1426 132 1203 1185 50 3 3 403 12 403 403 3 4 43 13 3 2 3 15 3 42 1 42 157 2 2 1 42
split_gain=1.75876e-08 2.62857e-08 1.80003e-08 1.67346e-08 4.43525e-07 2.44841e-07 8.83672e-08 1.69112e-08 5.55585e-08 5.51545e-08 8.09171e-08 4.74069e-08 2.49182e-07 2.32232e-07 6.93907e-08 1.29981e-07 2.52062e-07 4.10642e-08 2.89712e-07 4.07648e-08 1.0378e-07 1.04562e-07 2.0546e-07 1.41798e-07 1.61885e-07 5.26509e-08 4.69645e-08 2.16147e-07 1.41046e-07 8.54759e-08
threshold=0.32523500000000005 0.10034500000000002 1.0000000180025095e-35 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.081734999999999988 -0.082039999999999988 -0.52336499999999997 0.096075000000000008 -0.0047449999999999992 -0.036149999999999995 -0.081574999999999995 -0.076229999999999978 0.055925000000000009 -0.06977499999999999 -0.082234999999999989 0.084755000000000011 -0.083344999999999989 -0.082809999999999981 -0.082594999999999988 0.089015000000000025 0.090840000000000018 0.090545000000000014 0.11933000000000001 0.11411 0.10912000000000001 0.11181500000000001 -0.16797499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 -1 8 17 10 -9 12 14 -13 -11 16 -16 19 -19 25 -21 23 -23 24 -22 26 27 29 -28 -7
right_child=-2 -3 -4 5 -6 7 -8 9 -10 11 -12 13 -14 -15 15 -17 -18 18 -20 20 21 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=6.8520598363517955e-10 2.8842238558960771e-06 -3.0696067174825919e-06 2.6283047908201792e-06 -1.0587521007271955e-05 1.3963733083429637e-05 -4.8828442588602334e-06 -7.0159475041009506e-06 -7.4725283902807871e-06 3.9913791852086435e-06 3.260360357515424e-06 9.4761202641772493e-07 -1.1013125856607076e-05 1.1935331572203723e-05 -1.5526802035112219e-07 -1.1000808646704846e-05 5.9955791340371438e-06 5.4761019255815805e-07 5.5165155822578525e-06 -1.1504426045121364e-05 6.747892170248331e-06 1.1621785298692496e-06 2.5537548498067299e-06 -1.0634679927620927e-05 -4.482295444176998e-06 1.2268065131728517e-05 4.7632711891270924e-06 -7.6489991912357294e-06 1.0402106863693917e-05 1.1575173524327262e-06 9.02312348709445e-08
leaf_weight=175 21 28 26 22 23 36 20 25 39 48 21 20 20 1307 27 20 63 20 20 33 35 27 21 20 21 23 31 20 44 865
leaf_count=175 21 28 26 22 23 36 20 25 39 48 21 20 20 1307 27 20 63 20 20 33 35 27 21 20 21 23 31 20 44 865
internal_value=0 -1.95304e-08 8.26981e-09 -1.40942e-08 8.30123e-07 -7.91718e-08 -7.18969e-07 3.21724e-09 2.76132e-07 -2.17613e-07 -3.62855e-06 -1.13359e-07 1.41906e-06 -3.18913e-07 8.78892e-08 -1.29646e-06 -2.91692e-06 1.56975e-07 -2.99396e-06 2.6415e-07 1.7641e-06 4.37765e-07 -3.21619e-06 2.74552e-06 5.32689e-06 3.30489e-08 -7.61832e-08 1.19772e-07 -2.48251e-06 -1.08471e-07
internal_weight=0 3100 3072 3046 218 2828 195 2806 1255 1551 46 1505 178 1327 158 110 90 1216 40 1176 157 124 48 76 56 1019 996 921 75 901
internal_count=3121 3100 3072 3046 218 2828 195 2806 1255 1551 46 1505 178 1327 158 110 90 1216 40 1176 157 124 48 76 56 1019 996 921 75 901
is_linear=0
shrinkage=0.1


Tree=6551
num_leaves=31
num_cat=0
split_feature=421 9 10 2 2 11 149 45 1429 156 11 3 475 11 3 3 1 1204 132 50 1204 1185 15 52 147 147 147 42 13 15
split_gain=1.54863e-08 3.39251e-08 5.75362e-08 8.5013e-08 5.12422e-08 4.87294e-08 2.42101e-08 1.88517e-08 3.26064e-08 5.31064e-08 2.138e-08 9.69163e-08 5.698e-08 2.41087e-08 2.83363e-08 9.13472e-08 4.07469e-08 3.72426e-08 2.31522e-08 4.55574e-07 2.26365e-07 9.37847e-08 4.71135e-08 2.73692e-08 2.23656e-08 6.40035e-08 2.9396e-08 3.08218e-08 2.28672e-08 1.3993e-07
threshold=-1.0000000180025095e-35 0.092410000000000006 0.053330000000000009 -0.15339499999999998 -0.15339499999999998 -1.0000000180025095e-35 0.10022500000000002 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.095720000000000013 -0.14989499999999997 0.093020000000000005 0.088065000000000018 -0.16726499999999997 -0.24190499999999995 0.10389500000000002 -0.098194999999999991 -0.083284999999999984 0.097510000000000013 -0.082199999999999981 -0.083264999999999992 0.092400000000000024 0.090645000000000017 0.099230000000000013 0.093875000000000014 0.08845500000000002 0.082810000000000009 0.24813000000000004 -0.56020999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -3 -2 7 8 -7 10 12 -12 13 14 15 16 -10 -16 19 22 -20 -22 23 -19 25 26 28 -28 29 -23
right_child=1 4 3 -5 -6 6 -8 -9 9 -11 11 -13 -14 -15 17 -17 -18 18 20 -21 21 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.7737246489323299e-06 4.6123520089326049e-06 -2.2576913562699232e-07 9.2156240270924184e-07 -8.1882592764616542e-06 6.3605542653108604e-06 -4.038329873310431e-06 -3.2401177577412458e-06 2.048021885659384e-06 2.1108201133722983e-06 5.1484761206666011e-06 -6.2187711569969489e-06 2.9150179370520038e-06 4.8645867915790106e-06 -2.9483814419758611e-06 -3.6182297905944674e-06 6.5865306733367449e-06 -3.4918787587230326e-06 -5.4029902517268884e-07 -8.4533315198420673e-06 1.5327638842563831e-05 6.831858272562385e-06 8.305982407819102e-06 -5.1809521001899839e-06 3.4293412500119303e-06 2.9935289695970368e-06 -5.5708943559043943e-06 4.9509076082661835e-06 -3.6447547927309645e-07 -1.9383202463529871e-06 -9.5494402905909424e-08
leaf_weight=20 23 27 20 21 21 20 23 45 27 20 26 21 24 28 29 27 25 132 32 20 20 20 20 20 24 21 24 20 64 2257
leaf_count=20 23 27 20 21 21 20 23 45 27 20 26 21 24 28 29 27 25 132 32 20 20 20 20 20 24 21 24 20 64 2257
internal_value=0 1.78848e-08 -2.35883e-08 -3.74444e-06 2.65575e-06 2.70608e-08 -8.22252e-09 1.68394e-08 -1.44524e-08 1.32889e-08 -2.23597e-08 -2.13772e-06 1.27221e-08 -2.87173e-08 6.68208e-10 1.86749e-06 -5.82785e-07 -5.38929e-08 -1.52371e-08 1.04271e-06 -9.70769e-08 1.2066e-08 -6.18324e-07 -1.79779e-08 -4.4064e-08 -7.43642e-08 -2.59671e-08 2.53482e-06 -7.40981e-08 -2.17001e-08
internal_weight=0 3101 3053 41 48 3012 2989 2966 2921 2901 2881 47 2834 2810 2782 79 52 2703 2674 192 2482 2450 172 152 2430 2406 2385 44 2341 2277
internal_count=3121 3101 3053 41 48 3012 2989 2966 2921 2901 2881 47 2834 2810 2782 79 52 2703 2674 192 2482 2450 172 152 2430 2406 2385 44 2341 2277
is_linear=0
shrinkage=0.1


Tree=6552
num_leaves=31
num_cat=0
split_feature=132 1185 1203 51 130 10 0 40 12 12 142 11 104 147 447 151 483 158 42 12 1456 153 51 0 43 42 1209 2 12 1208
split_gain=1.69976e-08 9.71427e-08 5.66951e-08 1.70928e-08 1.62416e-08 3.88338e-08 5.68472e-08 3.65472e-08 2.43124e-08 2.73762e-08 4.28135e-08 2.71492e-08 2.78786e-08 2.03115e-08 3.51169e-08 2.368e-08 2.07009e-08 3.46081e-08 3.01123e-08 2.00712e-08 3.92192e-08 3.242e-08 2.62918e-08 9.21068e-08 8.59258e-08 8.81274e-08 2.62536e-08 1.02896e-07 1.12539e-07 3.17109e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.035765000000000012 -0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.14786000000000002 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 0.083745000000000014 0.099730000000000027 0.09227500000000001 -0.5666199999999999 -0.47181499999999993 0.12212000000000002 0.093505000000000019 0.11586 0.11510000000000002 1.0000000180025095e-35 -0.24107999999999999 -0.069444999999999993 -0.095589999999999994 0.094165000000000013 0.10344000000000002 0.094215000000000007 0.093765000000000015 0.086590000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 -6 -7 9 10 -9 -12 13 14 15 -13 -17 19 -19 20 21 22 23 -18 -25 -26 29 28 -28 -24
right_child=1 4 -4 -5 5 7 -8 8 -10 -11 11 12 -14 -15 -16 16 17 18 -20 -21 -22 -23 26 24 25 -27 27 -29 -30 -31
leaf_value=1.6525881808153892e-07 6.8412569741364384e-06 -2.8246462056813472e-06 -5.0497967427937899e-06 -2.4308601139940342e-06 -5.4340123911277355e-07 -4.1656263290081244e-06 6.9060098564932567e-06 4.4155225478706686e-06 3.1908548407955095e-06 -3.6025652012280521e-06 -3.5123744964948856e-06 3.4787972049343807e-06 -3.6146145096912129e-06 2.5880537523811832e-06 -3.5092624630449011e-06 2.888429323320452e-06 5.4665776687192523e-06 -2.4045888537893051e-07 -5.6622038209752649e-06 -2.2375130954874056e-06 3.7996851038509963e-06 -3.97386580402781e-06 -2.0649981368439017e-08 4.5822910015842706e-06 -7.876025960112678e-06 1.0839770608151372e-06 3.683738963445649e-06 7.5556809124774112e-06 -6.3802953275171613e-06 -3.8356511517825067e-06
leaf_weight=164 21 20 28 30 21 21 20 22 24 21 22 20 21 31 28 25 39 21 20 38 28 20 2262 21 21 23 25 22 20 22
leaf_count=164 21 20 28 30 21 21 20 22 24 21 22 20 21 31 28 25 39 21 20 38 28 20 2262 21 21 23 25 22 20 22
internal_value=0 6.45817e-08 -8.43323e-07 -2.36203e-07 1.51341e-08 3.50066e-08 3.09046e-06 -9.46396e-09 2.17519e-08 -5.68627e-09 2.17708e-08 -1.36497e-08 1.47847e-08 4.31605e-08 1.34461e-08 5.09931e-08 2.46962e-08 -3.03169e-09 -2.88521e-06 4.34734e-08 7.81028e-08 3.60001e-08 6.8667e-08 1.62461e-06 -6.80569e-07 -3.19239e-06 -1.62499e-10 1.95093e-06 -7.89165e-07 -5.73969e-08
internal_weight=0 2899 222 194 2878 2858 41 2817 2796 2772 2751 2729 2707 2686 2655 2627 2607 2582 41 2541 2503 2475 2455 104 65 44 2351 67 45 2284
internal_count=3121 2899 222 194 2878 2858 41 2817 2796 2772 2751 2729 2707 2686 2655 2627 2607 2582 41 2541 2503 2475 2455 104 65 44 2351 67 45 2284
is_linear=0
shrinkage=0.1


Tree=6553
num_leaves=31
num_cat=0
split_feature=421 9 10 43 11 13 147 1348 3 132 399 399 1 403 0 43 3 1210 1210 42 480 133 402 2 394 42 3 3 1213 4
split_gain=1.62506e-08 2.86726e-08 4.57981e-08 7.78291e-08 4.54479e-08 4.31043e-08 2.69944e-08 5.33946e-08 1.78139e-08 5.36009e-08 5.40966e-07 4.17794e-07 7.20713e-08 4.20325e-08 8.05696e-08 4.03009e-08 1.33617e-07 9.40695e-08 9.13065e-08 1.1604e-07 3.14538e-07 2.06955e-07 1.96335e-07 1.07506e-07 8.0321e-08 8.18084e-08 1.40372e-07 2.25581e-07 7.54537e-08 1.57167e-07
threshold=-1.0000000180025095e-35 0.092410000000000006 0.053330000000000009 -0.080419999999999978 -1.0000000180025095e-35 -0.0039049999999999992 0.097985000000000017 0.089175000000000018 -0.081644999999999981 -0.083284999999999984 0.09141500000000001 0.091580000000000009 0.082535000000000011 -0.52336499999999997 -0.07929499999999999 -0.043144999999999996 -0.082039999999999988 -0.13847499999999999 -0.078184999999999991 0.091205000000000008 0.086995000000000017 0.048950000000000007 0.10708500000000001 0.116525 -0.10198999999999998 0.088295000000000012 -0.086224999999999982 -0.083784999999999984 -1.0000000180025095e-35 -0.085409999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -3 7 8 9 10 12 15 -6 14 -10 -11 17 -17 -19 20 22 -21 23 24 -20 26 28 -28 29 -26
right_child=1 5 3 -5 6 -7 -8 -9 13 11 -12 -13 -14 -15 -16 16 -18 18 19 21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-2.8413499240542707e-06 4.4535927491265085e-06 -8.925446926306385e-08 1.1250250042849077e-06 -7.5913963536593309e-06 5.8215788923337509e-07 5.989114488329506e-06 -2.6569900342110486e-06 5.1748128589679256e-06 1.3449561817781484e-06 -1.7209662282929069e-07 1.7253190615065252e-05 -1.3595646460502892e-05 -6.2035314181230216e-06 -1.5235753026202108e-07 -7.0570884718108578e-06 6.7667789456512154e-06 8.9925074601637792e-06 -6.0965172018595267e-06 -6.3134792320679048e-06 8.3330383122499721e-07 -1.1912786413588384e-05 1.3018048553021802e-05 1.0058957589838732e-05 7.2216074204334291e-06 -9.7201634857195063e-06 -5.5279276580222365e-06 1.3591632261977793e-05 -6.5699045626388403e-07 5.2442933107149022e-07 1.3078668774012063e-06
leaf_weight=20 23 28 20 21 72 20 38 20 21 735 20 22 20 1494 25 24 20 21 21 46 21 20 21 20 24 24 20 25 187 28
leaf_count=20 23 28 20 21 72 20 38 20 21 735 20 22 20 1494 25 24 20 21 21 46 21 20 21 20 24 24 20 25 187 28
internal_value=0 1.83217e-08 -1.9806e-08 -3.33948e-06 2.53822e-08 2.4434e-06 -8.69236e-09 2.54097e-08 -9.72777e-09 2.49672e-07 2.3474e-06 6.5977e-08 -8.92992e-07 -2.44029e-07 -3.22137e-06 3.05083e-07 9.76973e-07 6.57629e-07 3.50893e-07 6.47164e-07 -7.5168e-09 4.52565e-06 6.68188e-07 1.03127e-07 -3.29607e-07 7.83839e-08 5.52157e-07 5.67573e-06 -4.12533e-07 -3.78199e-06
internal_weight=0 3101 3053 41 3012 48 2989 2951 2931 1391 112 1279 92 1540 46 1257 522 502 478 457 391 66 370 349 329 308 284 45 239 52
internal_count=3121 3101 3053 41 3012 48 2989 2951 2931 1391 112 1279 92 1540 46 1257 522 502 478 457 391 66 370 349 329 308 284 45 239 52
is_linear=0
shrinkage=0.1


Tree=6554
num_leaves=31
num_cat=0
split_feature=132 399 1203 1203 16 1203 1208 1208 403 42 1210 1210 1213 42 12 12 1210 403 1213 42 1213 1212 1212 401 1 390 401 401 401 4
split_gain=1.80868e-08 1.15698e-07 7.80392e-08 1.95561e-08 4.8205e-08 2.1456e-08 1.66219e-08 3.40248e-08 2.59958e-08 1.32914e-07 3.16881e-08 3.05543e-08 1.62039e-07 2.8547e-07 5.15832e-07 1.88075e-07 3.45417e-08 2.00604e-08 2.02854e-08 3.40312e-08 2.41264e-08 2.32749e-08 5.66554e-08 1.92109e-08 1.30283e-07 3.97482e-08 2.65177e-08 2.78467e-08 1.03934e-07 4.34723e-08
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.088820000000000024 -0.079109999999999986 0.086085000000000009 0.11846000000000001 0.10480500000000002 -0.53960999999999981 0.091205000000000008 -0.3960249999999999 -0.05860499999999999 -0.090764999999999985 0.087075000000000014 0.087765000000000024 0.089085000000000011 -0.0084249999999999985 0.62200000000000011 -0.41627499999999995 0.089245000000000005 -0.21306999999999995 0.13631000000000001 0.11534000000000001 0.09530000000000001 0.085760000000000017 0.088375000000000023 0.092675000000000021 0.076195000000000013 0.083100000000000021 -0.012889999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 7 8 9 -2 -10 12 -12 15 -15 -14 -13 18 19 -18 -20 22 23 25 -25 26 27 -22 -29 -30
right_child=1 -3 -4 4 -6 -7 -8 -9 10 -11 11 16 13 14 -16 -17 17 -19 20 -21 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-2.7565648676328445e-07 -2.6593030075413744e-06 5.5473063678403525e-06 -6.8331848206071308e-06 8.5217534569892458e-07 -5.7345178129253332e-06 3.2897059531933339e-06 2.6799091909632137e-06 -3.4878074562324659e-06 -3.8077887852110011e-06 7.174148486733935e-06 -4.8994813808129603e-06 -3.627125602179149e-06 -8.2231585031916889e-06 2.0242705838733534e-05 -1.4122673292149558e-06 4.8661944826259669e-06 -4.1373657495569209e-07 -2.8499924519564955e-06 -3.5003198195227013e-06 5.1715388477191491e-06 4.6197614332736778e-09 -3.2508326491800043e-06 4.8510216042056222e-06 -7.5991669983404394e-06 2.3342008045889793e-06 4.1477796161337254e-06 3.595592652345658e-06 -8.1374384171795101e-06 2.308808623982603e-06 -3.2274600935915771e-06
leaf_weight=196 28 38 20 25 20 20 23 28 22 27 29 27 23 22 22 21 24 25 20 20 2218 22 24 23 31 23 20 20 37 23
leaf_count=196 28 38 20 25 20 20 23 28 22 27 29 27 23 22 22 21 24 25 20 20 2218 22 24 23 31 23 20 20 37 23
internal_value=0 6.56449e-08 -8.82835e-07 -7.01053e-09 -2.07524e-06 2.59698e-08 2.67404e-09 -1.94837e-08 1.58173e-08 2.16803e-06 -2.80891e-08 3.00793e-09 1.58327e-06 3.71963e-06 9.41522e-06 -1.97597e-06 -6.92995e-08 -3.13306e-08 -3.20029e-09 2.12502e-06 -4.12506e-08 -1.29092e-08 1.65386e-08 -3.19072e-08 -1.89668e-06 1.11076e-08 -2.99379e-08 -6.14916e-08 -1.89443e-06 1.86572e-07
internal_weight=0 2905 216 2867 45 2822 2802 2779 2751 55 2696 2674 117 88 44 44 2557 2530 2505 44 2461 2441 2419 2395 54 2341 2318 2298 80 60
internal_count=3121 2905 216 2867 45 2822 2802 2779 2751 55 2696 2674 117 88 44 44 2557 2530 2505 44 2461 2441 2419 2395 54 2341 2318 2298 80 60
is_linear=0
shrinkage=0.1


Tree=6555
num_leaves=31
num_cat=0
split_feature=40 4 132 393 1203 1420 157 474 52 1429 51 1429 471 12 12 4 16 3 12 16 52 42 0 151 3 475 13 1372 1456 159
split_gain=1.54876e-08 4.62001e-08 1.66224e-08 8.56846e-08 3.85731e-08 1.57487e-08 4.94717e-08 2.64556e-08 4.66505e-08 2.29602e-08 6.08859e-08 3.05548e-08 2.92023e-08 1.73998e-08 5.70012e-08 4.6394e-08 2.21766e-08 4.73115e-08 1.39418e-07 1.48722e-07 6.91375e-08 7.41528e-08 5.71976e-08 5.00592e-08 6.81381e-08 3.43318e-08 2.32986e-07 7.82331e-08 2.85674e-08 9.97713e-08
threshold=-0.24620999999999996 0.63556000000000001 -0.083174999999999985 0.12069000000000002 0.088820000000000024 0.056520000000000008 0.63397500000000007 -0.090834999999999985 -0.53060999999999992 -0.060529999999999994 -0.088764999999999983 -0.0079199999999999982 0.093375000000000014 0.11650500000000001 0.12757000000000002 -0.0070899999999999991 0.083160000000000026 -0.094874999999999987 0.089625000000000024 0.26676500000000009 0.10024500000000001 -0.092814999999999981 -0.069954999999999976 -0.085684999999999997 -0.085709999999999995 -0.085719999999999977 -0.085804999999999979 -0.081219999999999987 -0.077604999999999993 0.108225
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 7 8 -4 10 -9 -11 13 16 -15 -16 25 18 22 -20 21 -19 -18 -23 -25 26 -13 -27 -26 -30
right_child=1 -3 3 -5 -6 -7 -8 9 -10 11 -12 12 -14 14 15 -17 17 20 19 -21 -22 23 -24 24 28 27 -28 -29 29 -31
leaf_value=2.7738373455576948e-06 -3.1754964744425314e-07 -4.6924018902029186e-06 -6.0069321750688684e-06 6.4424283231173402e-06 -4.2919249446120899e-06 -2.5749145369564246e-06 5.0082984500932076e-06 -9.020132471582989e-07 1.6664727632410683e-08 -3.6998430046382553e-06 4.6931496117809801e-06 9.8592456051846969e-06 2.9116892993995084e-06 4.9811694149890051e-06 2.1670984306883142e-06 -4.1524156412855345e-06 1.1574902167748882e-06 -6.796708512410988e-06 -1.0729726878935254e-06 9.4518635109877862e-06 -6.6876301033240144e-06 -5.2268357273987935e-06 -5.7464708938986021e-06 5.1447255772344485e-06 -4.1953118252990868e-06 -5.6626983673406052e-06 -2.6373019088131934e-06 7.9710765068096313e-08 -1.2026174879354227e-06 5.7685750637877703e-06
leaf_weight=20 191 21 20 21 28 23 20 41 36 22 37 25 35 29 26 21 21 20 25 29 23 20 28 23 20 24 37 2069 142 24
leaf_count=20 191 21 20 21 28 23 20 41 36 22 37 25 35 29 26 21 21 20 25 29 23 20 28 23 20 24 37 2069 142 24
internal_value=0 -1.7892e-08 1.39797e-08 7.82535e-08 -8.25689e-07 3.11945e-08 5.24726e-08 1.70359e-08 -2.13462e-06 6.09953e-08 1.7521e-06 1.14623e-08 4.23781e-08 3.84173e-09 1.49471e-06 -6.56514e-07 -4.09432e-08 -7.50677e-07 1.07462e-06 4.57925e-06 -1.44187e-06 -9.57327e-07 -2.78763e-06 -4.47337e-07 1.00314e-08 8.25605e-08 2.40163e-06 1.38637e-08 -6.24904e-07 -1.94734e-07
internal_weight=0 3101 3080 2861 219 2840 2817 2797 56 2741 78 2663 2641 2606 76 47 2530 375 103 54 272 249 49 229 209 2155 62 2093 186 166
internal_count=3121 3101 3080 2861 219 2840 2817 2797 56 2741 78 2663 2641 2606 76 47 2530 375 103 54 272 249 49 229 209 2155 62 2093 186 166
is_linear=0
shrinkage=0.1


Tree=6556
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 16 1212 1212 1212 1210 402 1210 1210 1209 1208 1210 3 15 403 3 403 16 2 455 4 52 52 12 13 483
split_gain=1.53212e-08 4.41025e-07 2.51656e-07 9.73743e-08 1.62927e-08 1.89492e-08 1.65217e-08 6.50533e-08 5.09017e-08 4.6367e-08 2.0043e-07 3.74054e-08 2.87953e-08 5.90542e-08 2.04294e-08 2.31246e-08 7.44995e-08 1.23129e-07 2.83295e-08 1.64459e-07 2.31058e-08 2.01319e-08 3.45321e-08 1.87921e-08 3.41763e-08 1.86634e-08 2.19345e-07 7.1851e-08 2.74734e-07 1.30163e-07
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.082199999999999981 -0.082404999999999992 -0.09386499999999999 -0.08867499999999999 -0.15673499999999999 -0.099939999999999987 0.0089800000000000019 -0.083289999999999989 -0.079504999999999978 -0.084629999999999997 0.11846000000000001 -1.0000000180025095e-35 -0.081644999999999981 0.087485000000000021 -0.52445499999999989 -0.085709999999999995 -0.44023999999999991 -0.052894999999999991 0.087955000000000019 0.090605000000000019 0.063160000000000008 0.10473500000000001 0.098380000000000009 0.094225000000000017 -0.077944999999999987 0.10143000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 8 -8 21 10 -9 -11 -13 -14 15 16 17 -15 19 -17 -20 22 -6 25 -25 26 -22 -27 -29 -30
right_child=2 -3 4 -5 6 -7 7 9 -10 11 -12 12 13 14 -16 18 -18 -19 20 -21 23 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=8.843278825924847e-08 -1.0715523227004683e-05 1.4586008715663672e-05 -2.3245817741016338e-07 -7.2707524941506564e-06 7.6109415203973195e-07 3.8306430421168138e-06 5.4543159917970619e-06 -1.0865189127571285e-05 -5.6407190207946338e-06 4.0693369061520339e-06 1.6839305063902952e-06 -3.4290096133797e-06 5.3322318654820611e-06 -4.1526673250948745e-06 3.1140671407705495e-06 -3.7512899428379787e-06 -5.3947809984578047e-06 6.6885777823699762e-06 -2.6801032679379946e-06 8.6207749270463622e-06 -4.5342270103715568e-08 2.3813143027085896e-06 -3.9766138343111382e-06 5.140852977092436e-06 -2.7153654725355283e-07 -2.37102721371561e-07 -1.0573950687557955e-05 1.2710567698480771e-05 2.1353371661055128e-06 -6.4008585530411267e-06
leaf_weight=178 22 21 22 20 40 24 22 20 21 23 35 24 21 22 21 21 32 20 32 22 1860 23 25 20 28 343 20 22 95 22
leaf_count=178 22 21 22 20 40 24 22 20 21 23 35 24 21 22 21 21 32 20 32 22 1860 23 25 20 28 343 20 22 95 22
internal_value=0 8.0654e-07 -6.08676e-08 -6.54919e-07 2.05221e-08 1.88742e-06 -9.78037e-09 3.85097e-08 -1.21703e-06 -5.57014e-09 -2.87939e-06 5.41201e-08 1.89392e-08 5.07542e-08 7.76541e-09 -1.77259e-08 -1.75973e-06 1.00983e-06 3.41487e-08 2.5786e-06 -1.06554e-08 -1.61379e-07 -1.0611e-06 2.47895e-08 1.98363e-06 -1.50175e-08 -1.57349e-07 5.40134e-07 2.45806e-06 5.30241e-07
internal_weight=0 219 2902 198 2880 46 2834 2725 109 2703 55 2648 2625 2601 2580 2559 74 42 2485 43 2442 88 65 2410 48 2362 1880 482 139 117
internal_count=3121 219 2902 198 2880 46 2834 2725 109 2703 55 2648 2625 2601 2580 2559 74 42 2485 43 2442 88 65 2410 48 2362 1880 482 139 117
is_linear=0
shrinkage=0.1


Tree=6557
num_leaves=31
num_cat=0
split_feature=1366 44 158 47 47 47 9 12 9 124 123 0 123 4 456 150 0 457 12 12 43 12 51 150 150 150 160 484 1213 0
split_gain=1.48249e-08 1.63769e-08 6.98921e-08 2.2293e-08 2.0865e-07 6.74366e-08 2.24469e-08 1.06275e-07 9.13775e-08 2.25474e-08 2.40498e-08 4.47467e-08 3.76609e-08 5.22456e-08 2.69084e-08 4.61584e-08 6.01893e-08 3.22398e-08 3.54385e-08 1.2223e-07 8.38689e-08 1.45098e-07 1.56559e-07 1.3359e-07 1.68867e-07 1.70084e-07 1.05929e-07 2.13789e-07 1.81651e-07 1.69674e-07
threshold=-0.087024999999999977 0.099360000000000018 -0.47356499999999996 0.092165000000000011 0.09585500000000001 0.090100000000000013 0.092235000000000011 -0.010834999999999999 0.086220000000000005 0.098110000000000017 0.086445000000000008 -0.11756999999999999 0.084280000000000008 -0.0047449999999999992 -0.085409999999999986 0.12640500000000002 -0.24955499999999997 -0.11701499999999999 0.084535000000000013 0.084290000000000018 -0.081944999999999976 0.083935000000000023 0.067785000000000012 0.10874500000000002 0.090480000000000019 0.083250000000000005 -0.025879999999999997 -0.081614999999999979 0.039620000000000009 -0.14723999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 8 -8 9 10 12 -12 14 -14 -4 16 -16 -18 19 20 21 22 -19 24 25 26 -22 -28 29 -29
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 11 -13 13 -15 15 -17 17 18 -20 -21 23 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=2.4757974406005211e-06 5.0696808405821995e-06 -2.269718007141819e-06 2.7682322150426711e-06 -9.60558525639499e-06 -6.5163272415373e-08 5.5633480480372038e-06 3.3229819131347106e-06 -6.017966103987921e-06 6.7777669914903524e-06 2.4441692083790849e-06 -5.0033117110649114e-06 -3.9528089565976645e-07 -5.3219822386078408e-07 6.5217174765274695e-06 5.190700713600646e-06 -3.9627877170763293e-06 3.9336739837381175e-06 -1.3554243776466548e-06 1.3737236539724476e-07 -7.8965339703838413e-06 1.3357893717343192e-06 8.1174914292340106e-06 7.1913645998532818e-06 -8.1691056292444201e-06 5.8641327288049596e-06 -9.7310722218896004e-06 -1.0070113924787923e-05 3.7597745039133056e-06 8.0332091670243254e-06 -3.8925848752837815e-06
leaf_weight=24 27 32 34 25 276 22 21 29 20 37 27 96 21 21 22 30 20 122 1710 23 135 27 26 26 35 23 30 38 20 122
leaf_count=24 27 32 34 25 276 22 21 29 20 37 27 96 21 21 22 30 20 122 1710 23 135 27 26 26 35 23 30 38 20 122
internal_value=0 -1.9182e-08 4.31462e-09 -4.07034e-08 -8.57557e-07 4.91296e-08 4.44713e-09 -2.09477e-06 4.3832e-08 -7.08619e-09 -4.18624e-08 -1.4068e-06 2.56978e-08 2.99476e-06 -2.53462e-08 -6.4774e-08 -1.56188e-08 -6.4214e-08 -9.84279e-08 -7.41519e-07 -4.6906e-07 1.37592e-06 1.46039e-07 -1.22167e-06 -7.73453e-07 -1.40475e-06 -8.49657e-07 -2.25459e-06 -9.51999e-07 -2.07515e-06
internal_weight=0 3097 3065 3038 301 2737 2715 50 2665 2645 2608 123 2485 42 2443 2409 2379 2357 2337 627 604 175 148 429 403 368 345 210 180 160
internal_count=3121 3097 3065 3038 301 2737 2715 50 2665 2645 2608 123 2485 42 2443 2409 2379 2357 2337 627 604 175 148 429 403 368 345 210 180 160
is_linear=0
shrinkage=0.1


Tree=6558
num_leaves=31
num_cat=0
split_feature=132 1185 1203 472 1429 1429 1428 1419 12 51 154 1428 471 3 15 16 3 3 156 41 33 43 4 130 121 4 4 2 4 14
split_gain=1.53084e-08 1.06147e-07 5.37932e-08 1.42132e-08 4.23233e-08 2.60335e-08 1.65648e-08 1.58976e-08 4.26065e-08 3.95181e-08 3.17979e-08 3.71143e-08 5.11626e-08 2.07344e-08 4.24861e-08 7.1267e-08 2.57207e-08 3.2194e-08 2.48372e-08 2.41085e-08 6.0668e-08 2.44591e-08 4.7278e-08 3.91267e-08 4.3233e-08 3.35344e-08 2.61685e-08 6.56248e-08 2.34239e-08 2.18011e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 0.092095000000000024 0.087610000000000007 0.098330000000000015 -0.010009999999999998 0.084190000000000001 -0.020064999999999996 0.089900000000000022 -0.16726499999999997 -0.042209999999999991 -0.077589999999999978 -0.15713499999999997 -0.15327499999999997 -0.0011799999999999998 0.088520000000000015 -0.0066799999999999993 -0.50216499999999986 -0.083644999999999983 -0.22699999999999995 -0.085019999999999984 -0.51253999999999988 -0.39518999999999993 0.10060500000000001 -0.42529999999999996 0.078235000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 7 10 9 -9 11 -7 13 14 -13 -16 -15 -18 -19 20 -20 22 -22 -23 -25 -26 27 -27 -17 -28
right_child=1 3 -4 4 5 6 -8 8 -10 -11 -12 12 -14 16 15 28 17 18 19 -21 21 23 -24 24 25 26 29 -29 -30 -31
leaf_value=-2.2109216144937632e-07 7.1450761251547928e-06 -2.4137793085780386e-06 -4.983658820694675e-06 4.5027461291218584e-06 -3.3538504082927201e-06 -3.3809722914668328e-06 2.4018640903611005e-06 3.4300148263355373e-06 -5.3810910452511966e-06 -2.7810355060778203e-06 3.8216448977188774e-06 -1.7423427038920636e-06 4.0838517722271894e-06 -2.8303514227445706e-06 7.196802986679056e-06 2.7273693679793118e-06 3.6247262282055695e-06 -2.5924077555983833e-06 4.4917459248002469e-06 -2.5492590800787504e-06 5.9255192428508967e-06 -4.1855131178675473e-06 -2.7233131447701455e-07 4.3713056708260075e-06 -3.2000644530265111e-06 -9.1705415730690165e-07 -4.0233641566363441e-08 6.6405813606706948e-06 -1.9958154466405089e-06 -2.2641635852475397e-06
leaf_weight=195 21 24 27 21 23 32 29 20 20 21 22 29 31 33 24 21 24 38 30 37 20 23 32 22 34 27 2155 20 21 45
leaf_count=195 21 24 27 21 23 32 29 20 20 21 22 29 31 33 24 21 24 38 30 37 20 23 32 22 34 27 2155 20 21 45
internal_value=0 6.12881e-08 -8.00323e-07 9.59958e-09 2.99784e-08 -3.17662e-09 2.42488e-08 -5.44723e-10 -1.5971e-06 2.48745e-07 3.52604e-08 4.38555e-09 4.502e-08 -2.49567e-09 1.44798e-06 2.84979e-06 -5.67457e-08 -2.02363e-08 -5.54675e-08 -1.60386e-08 2.28855e-08 -3.34921e-08 2.11146e-06 -8.14445e-08 -4.04573e-08 -8.30083e-08 -3.58432e-08 2.29896e-06 3.65777e-07 -8.57231e-08
internal_weight=0 2899 222 2878 2854 2833 2810 2781 61 41 2720 2698 2666 2635 95 66 2540 2507 2483 2445 2408 2378 52 2326 2303 2281 2247 47 42 2200
internal_count=3121 2899 222 2878 2854 2833 2810 2781 61 41 2720 2698 2666 2635 95 66 2540 2507 2483 2445 2408 2378 52 2326 2303 2281 2247 47 42 2200
is_linear=0
shrinkage=0.1


Tree=6559
num_leaves=31
num_cat=0
split_feature=481 133 1447 160 0 2 1453 480 1453 158 52 2 1453 1455 46 158 159 158 158 133 133 158 158 1455 131 42 3 131 42 47
split_gain=1.48073e-08 9.57228e-08 2.72672e-07 1.04604e-07 9.65608e-08 8.67988e-08 5.86012e-08 3.02597e-08 3.10018e-08 3.62783e-08 6.14287e-08 1.67089e-07 3.32626e-08 3.99964e-08 3.06655e-08 3.04322e-08 5.77429e-08 2.82707e-08 2.56079e-08 7.77046e-08 1.29137e-07 8.50065e-08 7.89379e-08 3.70574e-08 3.44314e-08 8.53512e-08 1.11353e-07 9.38918e-08 1.84605e-07 1.07207e-07
threshold=-0.081614999999999979 0.087625000000000022 0.059120000000000013 -0.54200499999999985 -0.081894999999999982 0.086330000000000004 -0.085754999999999984 -0.077799999999999994 -0.079499999999999987 0.11245500000000001 0.008405000000000001 0.091545000000000015 -0.076539999999999983 -0.11962499999999998 0.10123000000000001 0.10544500000000002 0.11058000000000003 0.099230000000000013 0.07968500000000002 0.076280000000000014 0.092265000000000014 0.085030000000000008 0.088055000000000008 -0.079434999999999992 0.083410000000000026 0.096235000000000015 -0.065229999999999996 0.091440000000000007 0.093655000000000002 0.087235000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -2 -8 -9 12 11 -11 -10 -14 15 17 -17 18 23 21 -21 -20 -23 -15 -25 27 -27 29 -29 -26
right_child=6 -3 -4 4 -6 -7 7 8 9 10 -12 -13 13 14 -16 16 -18 -19 19 20 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=7.1900270995683971e-06 -5.4478549063219365e-06 5.335242020153505e-06 -1.0539794523496808e-05 -5.9588223151270848e-06 5.4208119820486903e-06 1.3242871110226892e-06 -2.8580048930618087e-06 3.5262229685031347e-06 -3.8256016936925752e-06 -1.0446236932614778e-05 2.0943965573085575e-06 1.0568907222412754e-06 3.3896188142534814e-06 -4.3624966974675778e-06 3.3879430239486046e-06 5.0312783848482924e-06 -1.8182546750722395e-06 -2.7184288680286841e-06 -5.8628194681529885e-06 1.043275288966903e-05 -7.9499306593788787e-07 6.6591273053973056e-06 -1.0352467904795049e-06 -1.9776005013568847e-07 6.0775245146942329e-06 1.0488245484339133e-05 5.6327664430874886e-07 1.3339847597231319e-07 -9.8865505545120411e-06 -1.6509540651148719e-06
leaf_weight=26 20 38 22 30 24 36 37 25 22 23 23 28 36 20 27 32 20 39 21 21 20 20 40 2099 50 20 26 228 20 28
leaf_count=26 20 38 22 30 24 36 37 25 22 23 23 28 36 20 27 32 20 39 21 21 20 20 40 2099 50 20 26 228 20 28
internal_value=0 8.90986e-07 -3.32794e-07 1.60302e-06 -1.10094e-08 -1.98622e-06 -5.32618e-08 -1.63757e-08 2.00303e-08 -1.05862e-08 -2.19594e-06 -4.13079e-06 4.73973e-08 7.8191e-08 3.45398e-08 1.05536e-09 2.39684e-06 -4.59209e-08 -6.03269e-09 1.40854e-06 4.9558e-06 -3.86994e-07 1.52954e-06 -7.53131e-08 -4.06131e-08 8.46085e-07 4.87848e-06 2.77096e-07 -6.74662e-07 3.3032e-06
internal_weight=0 176 138 116 90 66 2945 2925 2888 2863 74 51 2789 2767 2731 2704 52 2652 2613 122 41 81 60 2491 2471 372 46 326 248 78
internal_count=3121 176 138 116 90 66 2945 2925 2888 2863 74 51 2789 2767 2731 2704 52 2652 2613 122 41 81 60 2491 2471 372 46 326 248 78
is_linear=0
shrinkage=0.1


Tree=6560
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 448 447 455 447 474 1 0 474 0 96 34 0 9 10 2 16 106 0 1213 4 0 4 0 1374 403 1375
split_gain=1.53208e-08 4.00948e-07 2.32081e-07 8.32115e-08 1.46487e-08 3.60855e-08 1.86164e-08 2.48093e-08 2.05526e-08 9.05021e-08 1.34906e-07 4.82377e-08 1.91839e-08 1.73397e-08 2.58928e-08 1.00102e-07 7.29296e-08 1.00709e-07 3.82512e-08 1.20062e-07 2.01341e-08 1.92243e-08 1.2049e-07 3.07698e-07 2.90724e-07 7.92851e-07 1.1016e-07 2.41393e-07 2.38078e-07 2.31574e-07
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.068920000000000023 0.094005000000000019 0.090605000000000019 0.089095000000000021 -0.090834999999999985 0.10234000000000001 -0.052984999999999997 -0.07636999999999998 -0.090314999999999993 0.086110000000000006 -0.057544999999999992 -0.07384499999999998 0.091600000000000015 0.09820000000000001 -1.0000000180025095e-35 -0.056919999999999991 0.086340000000000014 -0.086729999999999988 0.04198000000000001 -0.079329999999999984 -0.087794999999999998 -0.081224999999999978 -0.085669999999999982 0.088460000000000011 -0.085729999999999987 -0.095009999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 8 9 10 -4 -10 -8 14 15 -13 18 -18 19 -16 -17 22 24 -24 -20 -26 28 29 -23 -28
right_child=2 -3 4 -5 -6 -7 12 -9 11 -11 -12 13 -14 -15 16 20 17 -19 21 -21 -22 26 23 -25 25 -27 27 -29 -30 -31
leaf_value=1.3358727511145925e-07 -1.0292754912329243e-05 1.4303426756043793e-05 -1.8493979717498628e-07 -6.6674729168880731e-06 -2.6796436895892839e-06 3.4294317328526488e-06 4.3308628630711618e-06 -2.9938001217390464e-06 4.9383845407646737e-06 3.4548131825431481e-06 -1.0378768984082853e-05 7.299927687120584e-06 3.3750308960277058e-09 -2.0574717689214595e-06 -2.5557749881954809e-06 -3.2229991509780122e-06 -9.2710511671612044e-06 6.4414875634524612e-07 -9.836355310489922e-08 8.1496005102301509e-06 1.264108373959516e-06 -4.7313032137725928e-06 1.221442955760757e-05 -1.9808781453044454e-06 -2.3656391701933901e-05 -3.4867986734618037e-07 1.0843730919987137e-05 -1.0903953566412383e-05 6.4326910768544264e-06 6.2780169905597091e-09
leaf_weight=179 22 20 37 20 20 31 20 28 20 25 20 23 21 40 20 20 20 21 805 22 20 26 26 37 20 54 20 20 72 1392
leaf_count=179 22 20 37 20 20 31 20 28 20 25 20 23 21 40 20 20 20 21 805 22 20 26 26 37 20 54 20 20 72 1392
internal_value=0 8.06535e-07 -6.08608e-08 -5.49936e-07 1.72995e-08 3.61592e-08 -1.02405e-09 -3.21324e-08 -2.08651e-09 -1.56156e-06 -3.76172e-06 4.56643e-08 2.11434e-06 8.84927e-09 4.04203e-08 2.04318e-06 -8.96293e-09 -4.19253e-06 5.92656e-08 3.0518e-06 -9.79445e-07 8.42148e-09 -3.46981e-07 3.8775e-06 -6.4976e-07 -6.64806e-06 2.27238e-07 5.26155e-09 3.47082e-06 1.59783e-07
internal_weight=0 219 2902 199 2880 2860 2829 2788 2760 82 57 2678 41 2658 2618 63 2555 41 2514 42 40 2472 942 63 879 74 1530 1432 98 1412
internal_count=3121 219 2902 199 2880 2860 2829 2788 2760 82 57 2678 41 2658 2618 63 2555 41 2514 42 40 2472 942 63 879 74 1530 1432 98 1412
is_linear=0
shrinkage=0.1


Tree=6561
num_leaves=31
num_cat=0
split_feature=400 399 400 403 130 1204 394 15 390 133 393 1185 13 1186 129 47 10 33 47 47 124 1456 159 160 131 131 376 376 48 13
split_gain=1.61898e-08 8.18603e-08 5.42127e-08 3.91362e-08 1.16668e-07 5.76435e-08 2.70376e-08 3.74393e-08 1.59689e-08 2.6501e-08 1.87113e-08 2.54342e-08 4.34082e-08 3.04385e-08 1.90288e-08 1.60484e-08 2.10812e-07 1.66723e-07 5.83567e-08 5.1413e-08 3.30748e-08 2.66654e-08 3.65147e-08 2.55091e-08 2.23339e-08 4.16753e-08 2.48985e-08 2.60411e-08 3.09345e-08 5.1645e-08
threshold=-0.08262499999999999 0.090145000000000017 -0.081639999999999976 -0.090774999999999981 0.084580000000000016 -0.084344999999999989 0.013605000000000001 0.084905000000000022 0.087590000000000015 -0.093189999999999981 0.092175000000000021 0.085600000000000009 -0.015039999999999998 -1.0000000180025095e-35 0.11561 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.096770000000000009 0.091210000000000013 0.098110000000000017 -0.077604999999999993 0.10333000000000002 -0.081399999999999986 0.13440500000000002 0.11767000000000001 0.088720000000000007 0.081970000000000015 0.085790000000000019 -0.01163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -5 8 -8 10 -10 11 13 -13 -4 15 17 -17 -15 -18 20 24 -20 23 -23 25 26 27 -19 29 -29
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leaf_value=2.7474981089841641e-06 -5.1108905002668818e-06 6.976897196864229e-06 -3.3711908274978799e-06 -2.6946732129379768e-06 -7.3934672648399342e-06 3.9547750752433332e-06 -6.870286426874373e-07 5.2288470234761128e-06 4.5096632868535384e-06 -6.3824650396782102e-07 -2.4436879991271504e-06 -1.4938079760083515e-06 4.2887250983499943e-06 -7.5287074893518973e-06 -3.0562308590257696e-06 1.0573945551186626e-05 -5.2561864413291917e-06 -1.6513463920990264e-07 -2.8317456222263599e-06 5.0214146153848563e-06 3.0268498101256281e-06 -1.9576447626360922e-06 4.7551577438298411e-06 8.0764579653387767e-07 -3.4420007068547423e-06 3.3387269273329626e-06 -2.9529718197119522e-06 5.9386789032565695e-06 -7.7791210770783439e-07 -5.7296381761434971e-07
leaf_weight=36 21 20 28 22 22 32 20 23 20 20 33 21 34 30 21 20 20 2192 24 20 34 41 20 179 20 35 31 29 32 21
leaf_count=36 21 20 28 22 22 32 20 23 20 20 33 21 34 30 21 20 20 2192 24 20 34 41 20 179 20 35 31 29 32 21
internal_value=0 1.0838e-06 -4.78657e-08 3.14611e-08 -1.25508e-06 1.24574e-06 -1.20424e-08 2.47728e-06 -4.86376e-08 1.93571e-06 -7.61502e-08 -4.87558e-08 2.08085e-06 -9.06322e-08 -5.74593e-08 -3.45429e-08 6.50663e-07 -1.19773e-07 -4.81595e-08 -2.76986e-08 -6.988e-08 3.46388e-07 6.64201e-07 2.92296e-07 -1.14494e-07 -8.60537e-08 -1.38057e-07 -9.96829e-08 1.64995e-06 3.20379e-06
internal_weight=0 132 2989 112 76 54 2968 43 2925 40 2885 2852 55 2797 2769 2748 304 2444 284 2414 2394 264 240 220 2360 2340 2305 2274 82 50
internal_count=3121 132 2989 112 76 54 2968 43 2925 40 2885 2852 55 2797 2769 2748 304 2444 284 2414 2394 264 240 220 2360 2340 2305 2274 82 50
is_linear=0
shrinkage=0.1


Tree=6562
num_leaves=31
num_cat=0
split_feature=132 1203 393 50 394 1184 394 1176 1183 130 448 0 447 48 1348 2 2 2 2 13 52 482 50 457 156 483 15 49 43 133
split_gain=1.54104e-08 4.22118e-07 2.01188e-07 1.11127e-07 1.66095e-08 4.29684e-08 2.8278e-08 5.42906e-08 2.37516e-08 1.8273e-08 4.7941e-08 3.33797e-08 2.89562e-08 5.57373e-08 3.22069e-08 2.47498e-08 2.00748e-07 8.56327e-08 6.41078e-08 1.47386e-07 8.7299e-08 6.14496e-08 1.14588e-07 5.92233e-08 4.50758e-08 4.62075e-08 7.4787e-08 5.62807e-08 5.86567e-08 5.99049e-08
threshold=-0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 -0.12099999999999998 0.088760000000000019 -0.09139499999999999 1.0000000180025095e-35 -0.073809999999999973 0.10490500000000001 0.030280000000000001 -0.080309999999999979 0.089635000000000006 -0.07175999999999999 0.085630000000000012 0.11682500000000001 0.11510000000000002 0.11411 0.12198500000000001 -0.064619999999999983 -0.013374999999999998 -0.44221499999999997 -0.47060499999999994 0.41022000000000008 0.10541000000000002 0.098395000000000024 -0.43375999999999998 0.15266500000000002 -0.05647499999999999 0.017095000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 6 -6 8 -8 10 12 -11 14 -14 15 16 17 21 19 20 -17 -10 -23 -24 25 26 -20 28 29 -28
right_child=2 -3 -4 -5 5 -7 7 -9 9 11 -12 -13 13 -15 -16 18 -18 -19 24 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=1.7320537318007634e-07 2.1734799409906763e-06 1.4289741665422861e-05 -1.0056084993266268e-05 -7.6884984102321142e-06 3.4323376657615278e-06 -4.6370956744112847e-06 2.5752665338687722e-06 -5.0803582476126923e-06 -5.324317784730478e-06 -6.6367998832512452e-07 -4.3205756600610372e-06 4.2192094204957744e-06 4.9639371274778915e-06 -1.4898596641219426e-06 -3.6998721725467477e-06 -4.1221466181013968e-06 8.226703618371782e-06 -5.7139406985348061e-06 -5.1473009885480028e-06 -8.9810446493645254e-06 4.3214435436311758e-06 7.6454957456917329e-06 -9.9599879323410718e-09 5.4572445469602834e-06 4.0638519635649571e-06 4.0011769867543905e-06 -4.8559812711346241e-06 -4.8540675193593913e-06 2.1392774736365312e-06 1.090492106135975e-06
leaf_weight=178 35 21 20 20 24 20 36 21 21 28 26 28 32 23 24 25 30 26 35 29 24 20 2125 20 24 21 32 22 95 36
leaf_count=178 35 21 20 20 24 20 36 21 21 28 26 28 32 23 24 25 30 26 35 29 24 20 2125 20 24 21 32 22 95 36
internal_value=0 8.08882e-07 -6.10452e-08 -6.20906e-07 8.31662e-09 -1.83011e-08 1.43752e-08 -1.48903e-08 2.33465e-08 -1.01091e-08 -4.73288e-08 1.77776e-06 -5.6229e-09 2.26508e-06 -5.34912e-08 -1.9637e-08 1.01391e-07 -8.808e-09 -8.10727e-07 -3.33063e-06 1.34894e-08 5.90481e-08 1.11266e-07 4.10163e-08 -6.90196e-08 -4.80592e-07 -9.08397e-07 -1.06442e-07 5.34342e-07 -1.70785e-06
internal_weight=0 219 2902 198 2882 2847 2827 2803 2782 2746 2690 56 2664 55 2609 2585 2242 2212 343 78 49 2186 2165 2145 265 241 220 185 163 68
internal_count=3121 219 2902 198 2882 2847 2827 2803 2782 2746 2690 56 2664 55 2609 2585 2242 2212 343 78 49 2186 2165 2145 265 241 220 185 163 68
is_linear=0
shrinkage=0.1


Tree=6563
num_leaves=31
num_cat=0
split_feature=1453 1447 12 483 133 1447 482 1455 1455 16 158 484 13 1453 1455 1446 15 0 3 480 483 1 12 43 15 142 481 11 9 1
split_gain=1.46883e-08 2.51648e-08 1.36689e-07 1.23541e-07 1.52351e-07 8.3603e-08 1.81913e-08 4.0581e-08 6.79223e-08 6.16151e-08 3.44114e-08 6.42147e-08 8.54755e-08 1.98055e-08 4.25149e-08 2.56117e-08 8.69459e-08 6.12622e-08 7.17602e-08 6.32487e-08 3.67968e-08 1.0207e-07 5.92059e-08 1.65258e-07 8.43012e-08 5.70859e-08 5.09243e-08 4.12129e-08 4.85024e-08 3.82994e-08
threshold=-0.087504999999999986 -0.085709999999999995 0.083985000000000018 0.087440000000000004 0.085265000000000021 -0.08477999999999998 0.12191 -0.097209999999999977 -0.076939999999999995 0.19444000000000003 -0.14117999999999997 -0.096419999999999992 -0.076384999999999995 1.0000000180025095e-35 0.10655000000000002 0.037915000000000011 0.096455000000000013 -0.082394999999999982 -0.080409999999999995 0.085815000000000016 0.10143000000000001 0.16540500000000002 0.12757000000000002 -0.23714499999999997 -0.013969999999999998 -0.057499999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091600000000000015 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3 7 9 -9 -7 11 -10 -13 14 15 20 17 18 -17 -19 21 22 25 -24 -25 -12 -27 -28 29 -29
right_child=1 5 3 -5 -6 6 -8 8 10 -11 13 12 -14 -15 -16 16 -18 19 -20 -21 -22 -23 23 24 -26 26 27 28 -30 -31
leaf_value=-1.9805916007794009e-06 6.5892692159902963e-06 -6.4765441379677217e-06 9.7233026440949922e-07 6.004009268281152e-06 -9.2578039622518808e-06 -7.1204750403808243e-06 2.7526609727601682e-06 4.5445078621734565e-06 2.1051508516241785e-06 4.6877537937214823e-07 5.2163604052458106e-06 -9.0463816485723891e-06 -6.6921676816805148e-07 -2.517178443947425e-06 4.6599798668012227e-06 6.5924016889766798e-06 7.1246689964771747e-06 -6.5959323478637089e-06 -5.1038857760211229e-07 3.8394088081789766e-07 -3.4080621958310077e-06 6.6357650330641981e-06 3.5473332281981131e-06 -1.1429036646859458e-05 -2.6383547189349582e-06 -3.6519757995129588e-06 -4.0855569020929272e-06 -1.387228984191125e-07 -3.4183120474970052e-06 7.3003893864016654e-07
leaf_weight=37 36 20 37 20 24 20 24 33 24 23 21 21 29 30 20 25 22 20 33 37 32 23 25 20 24 38 24 1596 39 744
leaf_count=37 36 20 37 20 24 20 24 33 24 23 21 21 29 30 20 25 22 20 33 37 32 23 25 20 24 38 24 1596 39 744
internal_value=0 2.37599e-08 1.46225e-06 -8.16431e-07 -3.05264e-06 -3.29651e-08 1.07647e-08 -1.17483e-08 3.37803e-08 -3.06111e-06 -1.85042e-08 -2.14673e-06 -4.18763e-06 3.82893e-08 6.62383e-08 3.2498e-08 1.36494e-06 2.63082e-07 2.55116e-06 -2.06514e-06 -3.80917e-08 4.13189e-09 -5.61319e-08 -2.94519e-06 -6.63412e-06 2.48368e-08 -1.98261e-08 3.76112e-08 7.92068e-08 1.37499e-07
internal_weight=0 3084 117 81 61 2967 2947 2923 2880 43 2847 74 50 2773 2743 2723 137 115 58 57 2586 2554 2531 69 44 2462 2441 2403 2379 2340
internal_count=3121 3084 117 81 61 2967 2947 2923 2880 43 2847 74 50 2773 2743 2723 137 115 58 57 2586 2554 2531 69 44 2462 2441 2403 2379 2340
is_linear=0
shrinkage=0.1


Tree=6564
num_leaves=31
num_cat=0
split_feature=393 403 401 1210 3 1210 403 1212 2 15 1212 1209 403 0 132 132 120 403 12 12 9 12 9 34 104 42 15 133 3 133
split_gain=1.47891e-08 1.50077e-07 1.41827e-08 1.97733e-08 1.69667e-07 2.61612e-08 2.53211e-08 3.55642e-08 1.53053e-07 1.01277e-07 3.36512e-08 3.43054e-08 4.3053e-08 1.40389e-07 2.78538e-08 3.71667e-08 3.64175e-08 2.70735e-08 2.50578e-08 3.21276e-08 5.39318e-08 8.71885e-08 5.19154e-08 2.86961e-08 5.34732e-08 1.88735e-08 1.69839e-07 4.63631e-08 1.40089e-07 5.404e-08
threshold=0.10856500000000001 -0.074254999999999988 0.13837000000000002 -0.13847499999999999 -0.082879999999999995 -0.090569999999999998 0.51370000000000016 -0.089079999999999979 0.084715000000000013 0.086195000000000008 -0.083344999999999989 -0.084519999999999984 -0.5335399999999999 -0.086234999999999992 -0.44750499999999993 -0.41127499999999995 0.09852000000000001 -0.52336499999999997 0.22926500000000002 0.12757000000000002 0.092410000000000006 -0.015429999999999998 0.088235000000000022 -0.08786999999999999 0.083745000000000014 0.11839500000000001 0.095175000000000023 0.51114000000000004 -0.078084999999999988 0.39371500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 7 8 -7 -10 -9 -12 13 -13 -14 -16 17 -17 19 20 22 -22 23 -19 25 27 -27 29 -29 -25
right_child=1 -3 -4 5 -6 6 -8 10 9 -11 11 12 14 -15 15 16 -18 18 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-3.7807231397632028e-06 5.8459855911981629e-06 -4.9680486621842392e-06 -2.6187581126924629e-06 -3.4822135252067134e-06 7.0428970260157565e-06 -7.0933875645096131e-06 2.5437299128545995e-06 3.8999534002538324e-06 7.0277287090902983e-06 -2.5195013231495979e-06 -4.0529734958129535e-06 8.377220092370408e-06 -3.3115590108186903e-06 -1.4343465428672582e-06 4.1677951138635328e-06 -3.2975816163798297e-06 -4.107456999300687e-06 3.1898371893086212e-06 3.3695671928316274e-06 -2.9060126561681072e-06 -1.0460200624865221e-06 7.7596111049902195e-06 -4.6667220099531427e-06 -1.4560732607419788e-08 -5.054266995059498e-06 -1.8139084301204074e-06 8.6731895585810136e-06 1.0436408780895529e-06 -9.562752956639998e-06 4.9649730644060502e-06
leaf_weight=28 33 21 21 22 30 35 38 22 20 25 21 25 26 35 21 25 22 28 22 38 22 23 24 2328 21 47 23 33 20 22
leaf_count=28 33 21 21 22 30 35 38 22 20 25 21 25 26 35 21 25 22 28 22 38 22 23 24 2328 21 47 23 33 20 22
internal_value=0 1.64053e-06 -2.8888e-08 -1.10327e-08 1.8177e-06 -4.65302e-08 -2.10463e-08 -5.43324e-08 -2.13377e-06 1.72371e-06 4.07878e-09 -2.625e-08 3.89655e-09 2.65381e-06 -5.4025e-08 -2.28753e-08 -5.54936e-08 -2.21815e-08 8.70686e-09 -1.94175e-08 2.29178e-08 3.45464e-06 -3.77371e-08 6.31349e-09 -2.94278e-08 1.32417e-08 1.63185e-06 -3.39088e-08 -2.95877e-06 3.20562e-08
internal_weight=0 54 3067 3046 58 2988 2966 2928 80 45 2848 2826 2805 60 2745 2719 2698 2676 2651 2629 2591 45 2546 2522 2494 2473 70 2403 53 2350
internal_count=3121 54 3067 3046 58 2988 2966 2928 80 45 2848 2826 2805 60 2745 2719 2698 2676 2651 2629 2591 45 2546 2522 2494 2473 70 2403 53 2350
is_linear=0
shrinkage=0.1


Tree=6565
num_leaves=31
num_cat=0
split_feature=12 130 1208 1208 1208 1209 1212 401 1212 1212 401 1210 129 16 1184 1211 403 3 50 13 1203 1200 394 393 16 52 52 52 0 0
split_gain=1.50513e-08 4.10265e-08 1.47634e-08 3.49268e-08 2.51923e-08 3.29544e-08 1.78646e-08 4.77446e-08 3.98433e-08 1.5969e-07 1.179e-07 2.06434e-08 1.76962e-08 7.8816e-08 7.84292e-08 2.21252e-08 1.09708e-07 8.24164e-08 1.09422e-07 7.67456e-08 2.59046e-08 9.008e-08 2.21173e-08 2.19897e-08 2.37843e-08 1.7369e-08 6.947e-08 1.59248e-07 1.34722e-07 1.55292e-07
threshold=0.23631000000000002 -0.22461999999999996 0.12461500000000002 0.10837500000000001 0.092250000000000013 -0.092099999999999987 -0.41556999999999994 0.11602000000000001 -0.092474999999999988 -0.088189999999999991 0.092675000000000021 -0.094799999999999982 -0.077709999999999987 -0.090344999999999995 0.089075000000000015 0.088310000000000013 -0.084674999999999986 -0.083344999999999989 0.096900000000000014 -0.086354999999999987 0.089745000000000019 0.084780000000000008 0.013605000000000001 0.088255000000000014 -0.086699999999999985 0.0031350000000000002 0.087555000000000008 0.089325000000000015 -0.082394999999999982 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 10 -10 -8 -11 13 -13 15 20 -17 -18 19 -19 22 -22 23 25 -25 -14 28 -28 29 -27
right_child=-2 2 -4 -5 -6 6 8 -9 9 11 -12 12 14 -15 -16 16 17 18 -20 -21 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=3.8999847312745129e-06 -2.5486820919942822e-06 3.3593311760843537e-06 -2.7232516845288047e-06 3.8847152332575361e-06 -2.6564984204292666e-06 1.6898408205179295e-06 -7.2336777861892193e-07 -4.8090515598722478e-06 -8.9559876414568869e-06 2.4603104293419167e-06 8.3906924291196361e-06 1.9290421713928182e-06 1.5101573728459884e-07 -6.4597268733667167e-06 5.9603104019019659e-06 6.6494509710458988e-06 -6.0837997320462027e-06 3.1229960649441293e-06 7.0424808241527486e-06 -4.8741682771183803e-06 -6.8938833464926578e-06 1.8638884796473577e-06 2.5194198900807713e-06 -4.8428606532979762e-06 -2.9300523338962295e-07 -2.3473897852811987e-06 6.9243851850263716e-06 -2.1112126524524673e-07 1.2142183890623627e-06 -1.1569158788829339e-05
leaf_weight=27 23 29 20 23 36 20 40 26 20 34 22 24 1600 21 22 29 20 21 22 28 23 24 33 20 27 140 33 599 94 21
leaf_count=27 23 29 20 23 36 20 40 26 20 34 22 24 1600 21 22 29 20 21 22 28 23 24 33 20 27 140 33 599 94 21
internal_value=0 1.89333e-08 -1.51886e-08 2.56334e-09 -2.69246e-08 4.71465e-09 -2.81182e-08 -1.98345e-06 2.71654e-09 -5.17465e-08 2.51065e-06 1.107e-08 -1.86602e-08 -1.98572e-06 1.34579e-08 -3.43953e-08 1.29332e-06 -4.13574e-07 1.18367e-06 -1.44681e-06 -9.53464e-08 -2.42183e-06 -5.27501e-08 -8.62472e-08 -2.22911e-06 -4.57508e-08 -4.00685e-07 1.61461e-07 -1.79392e-06 -3.55023e-06
internal_weight=0 3098 3071 3051 3028 2992 2963 46 2917 2855 62 2835 2801 45 2756 2734 120 91 71 49 2614 47 2567 2534 47 2487 887 632 255 161
internal_count=3121 3098 3071 3051 3028 2992 2963 46 2917 2855 62 2835 2801 45 2756 2734 120 91 71 49 2614 47 2567 2534 47 2487 887 632 255 161
is_linear=0
shrinkage=0.1


Tree=6566
num_leaves=31
num_cat=0
split_feature=132 1186 394 15 1186 391 128 40 129 393 129 128 402 1210 1210 130 447 130 447 1348 1212 16 15 1210 455 15 480 43 15 15
split_gain=1.46957e-08 3.77806e-07 1.9628e-07 4.60272e-08 1.67762e-08 4.58906e-08 2.69577e-08 3.00583e-08 1.8647e-08 1.51091e-08 1.76998e-08 2.08854e-08 2.07169e-08 3.87352e-08 2.58714e-08 1.80409e-08 4.50019e-08 2.38244e-08 2.08114e-08 2.15642e-08 1.96998e-08 1.25462e-07 7.75844e-08 3.60316e-08 2.16605e-08 2.1422e-08 8.29141e-08 6.5456e-08 2.98417e-08 3.56638e-08
threshold=-0.083284999999999984 0.0044650000000000011 0.11233000000000001 0.087825000000000014 0.089315000000000019 -0.085594999999999991 0.11976500000000002 0.13899500000000004 -0.04689999999999999 -0.081989999999999993 0.11091000000000001 0.10670500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 0.10490500000000001 0.093530000000000016 0.10887000000000001 0.089635000000000006 0.086620000000000016 -0.089079999999999979 -0.092484999999999984 0.086085000000000009 -0.082214999999999983 0.090605000000000019 0.12044500000000001 0.11704500000000002 -0.072269999999999987 0.11728000000000001 0.11171000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -2 7 8 -7 -10 11 12 13 -11 -15 16 18 -17 19 20 21 -16 -23 -22 25 26 28 -27 29 -25
right_child=2 -3 -4 -5 -6 6 -8 -9 9 10 -12 -13 -14 14 15 17 -18 -19 -20 -21 23 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=1.4914569891396173e-07 -4.7877684573904843e-06 1.3218835754907394e-05 -9.4692739640901312e-06 -3.7247679032541205e-06 2.1882523343005493e-06 3.0634002985152618e-06 3.677620068174292e-06 -3.8697020681865987e-06 -2.7396615371344528e-06 3.7451205506450996e-06 -2.806155896450946e-06 2.8091367531251984e-06 -2.4388310949314692e-06 -3.4089023095227526e-06 -7.316597751783915e-06 4.4816178961766471e-06 -3.4172858151075497e-06 2.5874411286557529e-08 2.583818834978047e-06 -2.9657499377814629e-06 4.2293035871158028e-06 6.0753821389880611e-06 -1.1474146588327507e-06 4.735196781675572e-08 2.8332687276945634e-06 4.8839547932604753e-06 -5.7567959065636393e-06 -4.0298757285335575e-07 2.9314913834761164e-06 -2.797724900018592e-06
leaf_weight=159 20 22 22 38 35 20 20 20 20 28 22 27 34 22 26 21 38 28 32 24 21 20 58 2108 28 36 25 67 35 45
leaf_count=159 20 22 22 38 35 20 20 20 20 28 22 27 34 22 26 21 38 28 32 24 21 20 58 2108 28 36 25 67 35 45
internal_value=0 7.89897e-07 -5.96193e-08 -5.98107e-07 1.226e-08 -1.45097e-08 1.92833e-08 -6.80112e-09 2.09396e-08 -1.06731e-09 1.8886e-08 4.17104e-08 1.39951e-08 4.53235e-08 5.99383e-09 3.47564e-08 -1.58208e-09 1.93548e-06 4.98226e-08 1.72963e-08 4.62931e-08 -1.30071e-06 7.04585e-07 1.05527e-07 6.85821e-08 3.51575e-08 -3.04552e-08 1.44488e-06 3.49737e-08 -1.21132e-08
internal_weight=0 219 2902 197 2880 2845 2825 2805 2785 2765 2745 2723 2696 2662 2634 2612 2563 49 2525 2493 2469 104 78 2365 2344 2316 2213 103 2188 2153
internal_count=3121 219 2902 197 2880 2845 2825 2805 2785 2765 2745 2723 2696 2662 2634 2612 2563 49 2525 2493 2469 104 78 2365 2344 2316 2213 103 2188 2153
is_linear=0
shrinkage=0.1


Tree=6567
num_leaves=31
num_cat=0
split_feature=31 124 34 9 34 9 3 2 16 45 132 1185 1186 399 130 399 50 399 1212 16 1186 391 130 1 1 13 12 1447 480 484
split_gain=1.4874e-08 4.17476e-08 2.1326e-08 3.9855e-08 4.58419e-08 5.19386e-08 1.38399e-07 4.14068e-08 1.27103e-07 2.24581e-08 1.52355e-08 1.29094e-07 6.32901e-08 4.20448e-08 6.40912e-08 2.89323e-08 2.80307e-08 1.87897e-08 2.39048e-08 6.63824e-08 1.56573e-08 3.75698e-08 2.72035e-08 1.50597e-08 1.47467e-07 1.72637e-07 1.06614e-07 9.30482e-08 6.52561e-08 6.14148e-08
threshold=-0.082169999999999979 -0.086944999999999981 -0.097449999999999981 -0.092939999999999981 -0.057544999999999992 0.091600000000000015 -0.13309499999999996 -1.0000000180025095e-35 -0.024819999999999998 0.094030000000000016 -0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.091895000000000018 0.096010000000000012 0.087805000000000008 0.09227500000000001 0.086875000000000022 0.055770000000000007 -0.073404999999999984 0.090275000000000008 -0.086319999999999994 0.12174000000000001 0.096255000000000021 0.092390000000000014 -0.081029999999999977 0.092200000000000018 0.059120000000000013 0.11144000000000001 0.10126500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 7 -7 8 -6 10 12 -12 13 15 -15 16 17 18 19 -9 21 -13 23 24 27 -26 -27 28 -23 -25
right_child=2 -3 3 4 5 6 -8 9 -10 -11 11 20 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 29 25 26 -28 -29 -30 -31
leaf_value=1.8035738533972973e-06 3.1309711423752812e-06 -3.9345366960930054e-06 -4.3351055285798101e-06 4.1384908298722524e-06 8.914776465189789e-06 3.2470535822426429e-06 -7.4922449690954327e-06 6.8172724673959677e-06 -2.2242096011246932e-06 -2.508624512367013e-06 7.9152857281206676e-06 -4.3021551050514972e-06 -6.1249092755133463e-06 -6.9426130927413832e-06 6.9841886195955225e-07 3.0382122443168351e-06 -3.3327798024876524e-06 -2.0820409666893759e-06 -1.456074257723892e-06 -4.6450723479826978e-07 2.1445552296687053e-06 7.5688531880871519e-08 3.1487831171667883e-06 6.2758752261028415e-07 -1.0137955049079514e-05 3.2348748248978154e-06 -4.1569833679204746e-06 5.1258474804348637e-06 -4.3483298835620669e-06 -4.4275977875258833e-06
leaf_weight=21 22 32 21 27 20 20 30 21 21 35 21 20 20 21 23 36 23 21 22 31 35 1722 28 621 30 32 50 36 34 25
leaf_count=21 22 32 21 27 20 20 30 21 21 35 21 20 20 21 23 36 23 21 22 31 35 1722 28 621 30 32 50 36 34 25
internal_value=0 -1.66095e-06 2.86954e-08 6.28893e-09 3.64275e-08 -5.15657e-10 -3.19653e-06 5.36908e-08 3.20944e-06 9.18239e-09 3.9866e-08 1.05877e-07 -7.63767e-07 -2.22238e-07 -2.94844e-06 5.56677e-07 -2.00402e-07 5.57963e-07 1.30715e-06 2.47621e-06 4.35911e-08 1.52871e-08 4.87816e-08 1.47424e-08 -1.26811e-07 -3.64707e-06 -1.27236e-06 9.32048e-08 -9.97014e-09 4.31953e-07
internal_weight=0 53 3068 3046 3025 2998 50 2948 41 2907 2872 2654 218 198 44 154 118 95 74 52 2633 2598 2578 2550 1904 112 82 1792 1756 646
internal_count=3121 53 3068 3046 3025 2998 50 2948 41 2907 2872 2654 218 198 44 154 118 95 74 52 2633 2598 2578 2550 1904 112 82 1792 1756 646
is_linear=0
shrinkage=0.1


Tree=6568
num_leaves=31
num_cat=0
split_feature=34 97 10 10 9 132 15 1185 1186 50 399 15 0 132 393 14 14 11 1 1453 1213 1213 1213 1210 1213 0 13 4 403 403
split_gain=1.57749e-08 1.79284e-08 6.52966e-08 2.08724e-08 5.08653e-08 1.62105e-08 3.92056e-07 1.98071e-07 9.10943e-08 1.67174e-08 1.76327e-08 2.03167e-08 1.78065e-08 1.57803e-08 1.53382e-08 1.48677e-08 1.4732e-08 4.502e-08 4.34081e-08 1.6873e-08 2.2701e-08 2.87006e-07 1.34279e-07 1.03276e-07 1.33715e-07 6.38992e-08 1.65339e-07 5.6257e-08 3.02779e-08 5.78195e-08
threshold=-0.112215 -0.086464999999999986 0.11294000000000003 0.053330000000000009 0.08925000000000001 -0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.0044650000000000011 0.09227500000000001 0.089300000000000004 0.084510000000000016 -0.09515499999999999 -0.40070499999999992 0.10159000000000001 0.10364000000000002 0.019675000000000002 1.0000000180025095e-35 0.078340000000000007 -0.085754999999999984 -0.085284999999999986 -0.087969999999999979 -0.082704999999999987 -0.091799999999999979 -0.090764999999999985 -0.086834999999999982 -0.095304999999999987 -0.080924999999999983 0.072365000000000027 0.62200000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 8 -7 9 10 11 12 -3 -14 15 16 19 -18 -19 -9 21 23 -22 -21 25 26 -25 -27 -29 -30
right_child=1 2 -4 -5 -6 7 -8 14 -10 -11 -12 -13 13 -15 -16 -17 17 18 -20 20 22 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=-2.2445835622508433e-06 -2.8219942567954026e-06 2.6952045844985193e-06 5.1326875295671927e-06 -2.426852034399677e-06 4.5212312088551701e-06 -9.524010531756425e-06 1.2096266425066495e-05 -2.2141724887138909e-06 -7.1699408302094982e-06 -2.4741112620555824e-06 -1.3478702930923096e-06 3.7779487859717684e-06 -2.6998027586635296e-06 7.1802045502928588e-07 2.2142275464566118e-06 2.6936477752315116e-06 -4.2244782924061646e-06 4.147933998410736e-06 -1.8275716581317079e-06 -6.1547171171696394e-06 -7.3523547252989384e-06 1.2421436913427897e-05 1.5645548517041489e-08 1.8561406871133212e-06 8.4116052187255279e-06 4.345798970624466e-06 -1.0237701631012896e-05 -3.8437245211753177e-06 3.220713579670373e-06 -3.5553857242121015e-06
leaf_weight=31 22 23 25 35 25 22 27 34 20 24 42 22 22 35 31 20 33 20 31 25 25 20 2332 26 20 35 20 20 34 20
leaf_count=31 22 23 25 35 25 22 27 34 20 24 42 22 22 35 31 20 33 20 31 25 25 20 2332 26 20 35 20 20 34 20
internal_value=0 2.25163e-08 4.29137e-08 1.09824e-09 2.9349e-08 -8.29669e-09 8.28143e-07 -7.32658e-08 -7.90151e-07 -3.06523e-08 3.76591e-07 1.08666e-06 3.4656e-07 -6.01139e-07 2.45027e-09 -2.28039e-08 -4.29631e-08 -1.34647e-06 5.15764e-07 -1.0271e-09 2.81723e-08 9.99653e-07 -6.25046e-08 -1.42526e-07 7.16359e-07 -2.76576e-07 -3.40205e-06 1.04243e-06 -5.19972e-07 7.11047e-07
internal_weight=0 3090 3068 3043 3008 2983 215 2768 188 168 144 102 80 57 2746 2715 2695 84 51 2611 2577 220 2357 200 175 155 46 109 74 54
internal_count=3121 3090 3068 3043 3008 2983 215 2768 188 168 144 102 80 57 2746 2715 2695 84 51 2611 2577 220 2357 200 175 155 46 109 74 54
is_linear=0
shrinkage=0.1


Tree=6569
num_leaves=31
num_cat=0
split_feature=484 484 0 484 457 484 2 1447 52 12 1447 403 1447 1447 484 1447 1 480 160 484 1456 1453 1456 2 43 159 483 52 12 483
split_gain=1.52722e-08 1.74205e-08 4.352e-08 3.55278e-08 6.75194e-08 2.77229e-08 3.80609e-08 2.55001e-08 1.05101e-07 1.04713e-07 6.64667e-08 8.10335e-08 6.01129e-08 5.7486e-08 3.94009e-08 3.74148e-08 9.27483e-08 8.25687e-08 3.46303e-08 2.41614e-08 8.72384e-08 1.70319e-07 8.14787e-08 8.22179e-08 1.35667e-07 3.06967e-08 3.15964e-08 1.39306e-07 9.56233e-08 9.31848e-08
threshold=-0.52850499999999989 -0.23687999999999995 -0.082619999999999985 -0.14735999999999996 -0.086244999999999988 -0.093244999999999981 0.084985000000000019 -0.086849999999999997 0.26746000000000009 0.085325000000000012 -0.086279999999999982 -0.56738999999999995 -0.085644999999999985 -0.084334999999999979 -0.088654999999999998 -0.081174999999999983 0.076935000000000017 0.11471500000000003 -0.55045999999999984 -0.011244999999999998 -0.079704999999999984 -1.0000000180025095e-35 -0.0083149999999999977 0.10327000000000001 -0.079109999999999986 0.13554000000000002 0.098395000000000024 0.12445000000000002 0.23631000000000002 0.095345000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -5 8 9 -7 -9 -12 -13 -14 -15 16 -16 18 -17 20 21 -20 -22 24 -24 26 28 -28 29 -21
right_child=1 3 -4 5 -6 7 -8 10 -10 -11 11 12 13 14 15 17 -18 -19 19 25 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.7544757048758588e-06 -9.4370197554805629e-07 2.1434564359879004e-06 3.8438975724812526e-06 -4.4257979880057975e-07 -5.1032711957709081e-06 -3.0137180043642401e-07 5.7267744159617e-06 -5.5282979169326364e-06 -4.0815488927137275e-06 9.3486979652801029e-06 6.0350079908485815e-06 -5.5205742171438034e-06 4.6615944527799845e-06 -4.4850086055703285e-06 -8.0294271765524172e-06 -3.8108975597121268e-06 6.5147227132911214e-07 6.1220121355373438e-06 1.1232763340341903e-06 -6.2038510273327186e-09 4.4144351194876382e-06 -1.1771036682262093e-05 -2.3784300410056857e-07 2.498454404725895e-06 -1.0324966595476326e-05 3.8905436841083608e-06 -1.3602311600362347e-06 8.4523880154254435e-06 -6.8922375248803298e-06 6.8484714847727448e-06
leaf_weight=20 37 20 39 20 36 22 20 22 20 23 22 20 26 20 20 24 32 22 21 2364 33 20 40 35 20 21 39 23 20 20
leaf_count=20 37 20 39 20 36 22 20 22 20 23 22 20 26 20 20 24 32 22 21 2364 33 20 40 35 20 21 39 23 20 20
internal_value=0 1.77689e-08 1.51309e-06 -1.97996e-08 -2.51515e-06 2.72667e-08 2.6421e-06 -8.44282e-09 1.95014e-06 4.63089e-06 -5.28938e-08 -1.05086e-08 -5.76722e-08 -1.86514e-08 -6.25182e-08 -3.04014e-08 -2.68734e-06 2.07314e-08 -2.93538e-08 4.81679e-09 -1.15221e-06 -5.16663e-06 1.33666e-07 -1.35334e-06 -3.60022e-06 8.34403e-08 5.10197e-08 2.27993e-06 -6.46474e-09 5.13018e-08
internal_weight=0 3101 76 3025 56 2969 40 2929 65 45 2864 2842 2820 2800 2774 2754 52 2702 2680 2656 169 41 128 95 60 2487 2466 62 2404 2384
internal_count=3121 3101 76 3025 56 2969 40 2929 65 45 2864 2842 2820 2800 2774 2754 52 2702 2680 2656 169 41 128 95 60 2487 2466 62 2404 2384
is_linear=0
shrinkage=0.1


Tree=6570
num_leaves=31
num_cat=0
split_feature=394 40 130 42 403 3 1212 1212 1210 12 1210 12 42 1212 52 401 4 1210 16 1209 131 131 4 131 131 133 403 403 403 131
split_gain=1.4932e-08 1.48952e-08 4.18972e-08 3.67809e-08 1.84878e-08 3.74266e-08 2.45871e-08 5.76892e-08 3.5396e-08 1.53044e-07 2.83275e-08 2.52655e-08 2.247e-08 1.73414e-08 3.58387e-08 1.8424e-08 9.89146e-08 2.54799e-08 7.03648e-08 2.06587e-08 1.68576e-08 4.73722e-08 3.90709e-08 2.05503e-08 2.30523e-08 2.93752e-08 5.39655e-08 3.0301e-08 2.27665e-08 6.1913e-08
threshold=0.264685 -0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.51291000000000009 -0.078244999999999995 -0.09386499999999999 -0.089079999999999979 -0.099939999999999987 0.092355000000000007 -0.087769999999999973 0.087505000000000013 0.093505000000000019 -0.063924999999999996 0.087555000000000008 -1.0000000180025095e-35 -0.076229999999999978 0.0028200000000000005 -0.073849999999999985 -1.0000000180025095e-35 0.11863000000000001 0.11657500000000001 0.058735000000000009 0.11088500000000003 0.10515500000000001 0.41553500000000004 -0.34918499999999997 -0.14669999999999997 -0.090774999999999981 0.099565000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 11 -8 9 -9 -10 -4 -13 14 -12 16 -15 19 -19 -17 21 23 -22 24 25 26 -21 -28 -29 -30
right_child=-2 2 3 -5 5 -7 7 8 10 -11 13 12 -14 15 -16 17 -18 18 -20 20 22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=2.7005390336398706e-06 2.4341217567780407e-06 -4.4887329441475489e-06 -4.8130584868236583e-06 3.8926085731342635e-06 -9.0053524178548958e-07 4.8042786098132801e-06 5.1991965544099607e-06 -7.4441278926921466e-06 3.5629098606064375e-06 2.9336161956221247e-06 -6.1480835630131233e-07 1.136477219225871e-06 -3.1016710687998223e-06 1.7306366899967024e-06 4.7126300515905635e-06 -2.4221737639030888e-06 -6.3251889480819023e-06 -9.214645419417829e-07 6.7886678152717652e-06 3.8263710817116389e-06 -3.6113398592581357e-06 4.7256670227181445e-06 1.8491770902073769e-06 -2.6452465730623467e-06 2.4652112864026318e-06 -3.6872655326450598e-06 -3.2324460736769355e-06 1.6239825839647892e-06 -2.9460375757530957e-08 -4.3923299982094306e-06
leaf_weight=20 25 21 21 24 23 23 21 30 22 27 28 29 22 35 23 37 27 29 20 36 38 21 20 30 37 22 30 80 2267 33
leaf_count=20 25 21 21 24 23 23 21 30 22 27 28 29 22 35 23 37 27 29 20 36 38 21 20 30 37 22 30 80 2267 33
internal_value=0 -1.96574e-08 -3.7344e-08 -6.74526e-09 -3.7621e-08 1.95187e-06 -6.82799e-08 -2.31591e-08 -6.10807e-08 -2.52835e-06 -1.14742e-08 -1.89379e-06 -6.91744e-07 -3.94288e-08 1.78776e-06 -7.31677e-08 -1.77755e-06 -3.40301e-08 2.22553e-06 -7.57949e-08 -4.25829e-08 -4.32879e-09 -1.7284e-06 -4.35122e-08 -1.23537e-08 -4.94971e-08 -1.6778e-08 -7.4186e-08 -3.4376e-08 -9.20581e-08
internal_weight=0 3096 3076 3055 3031 46 2985 2913 2892 57 2835 72 51 2813 51 2762 62 2700 49 2651 2614 2556 58 2535 2505 2468 2446 2410 2380 2300
internal_count=3121 3096 3076 3055 3031 46 2985 2913 2892 57 2835 72 51 2813 51 2762 62 2700 49 2651 2614 2556 58 2535 2505 2468 2446 2410 2380 2300
is_linear=0
shrinkage=0.1


Tree=6571
num_leaves=31
num_cat=0
split_feature=402 401 132 1185 15 1186 1213 403 403 12 133 15 10 4 0 1 11 142 147 447 9 41 11 16 4 402 133 43 2 151
split_gain=1.56983e-08 2.77465e-08 1.90273e-08 1.3229e-07 5.33287e-08 4.42299e-08 2.18525e-08 1.69319e-08 2.78216e-08 2.42356e-08 2.65549e-08 1.81348e-08 1.48612e-08 1.85779e-07 4.45369e-07 3.42909e-07 2.30573e-08 2.20183e-08 2.02376e-08 3.06825e-08 1.86237e-08 4.40339e-08 8.82023e-08 2.01918e-08 9.66979e-08 6.85753e-08 7.92684e-08 6.1207e-08 5.09751e-08 9.87937e-08
threshold=0.31278000000000006 0.13699500000000003 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.086260000000000017 -0.088034999999999988 -0.081499999999999989 0.11527000000000001 -0.37971999999999995 -0.084564999999999987 -0.011559999999999999 0.053180000000000012 -0.10151999999999999 0.10124500000000002 -1.0000000180025095e-35 -0.057499999999999989 0.099230000000000013 0.09227500000000001 0.088235000000000022 0.086565000000000017 0.081365000000000007 -0.15241499999999997 -0.064054999999999987 0.095140000000000016 -0.054584999999999995 -0.091784999999999992 0.11682500000000001 -0.079914999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 -9 10 -10 -12 13 15 -15 -5 -14 -18 19 20 21 23 -23 24 -19 26 -26 -28 29 -29
right_child=-2 -3 3 12 -6 -7 -8 8 9 -11 11 -13 16 14 -16 -17 17 18 -20 -21 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-2.4646480455728659e-06 2.7249105880314129e-06 -3.5571670816187346e-06 7.9830962152170422e-06 -1.5686366873524096e-05 -5.5631421694422242e-06 -4.7045484719666058e-06 2.9554920805215563e-06 3.5346334611642221e-06 -3.6725512422700986e-06 2.2272364926720913e-06 2.412803502238603e-06 -1.6271606284590234e-06 3.3654273639036726e-06 1.459485933342616e-05 -3.5513026576058784e-06 3.5052616453867813e-07 -3.1864132368008585e-06 -7.2514358483507142e-06 2.3868076663642867e-06 -3.2609383696678509e-06 -2.2581114291476885e-06 7.9588082609829833e-06 -6.8229155427043568e-07 1.5125824527386529e-07 4.8674257456582385e-06 -5.5003465164467669e-06 -4.2343031800050495e-06 6.6113433246885376e-06 -1.9838092594821114e-06 3.4817460364284936e-08
leaf_weight=29 21 22 21 20 22 21 24 21 30 25 20 25 21 21 38 40 21 21 37 28 34 21 27 2196 32 23 36 28 72 124
leaf_count=29 21 22 21 20 22 21 24 21 30 25 20 25 21 21 38 40 21 21 37 28 34 21 27 2196 32 23 36 28 72 124
internal_value=0 -1.84499e-08 6.84308e-09 7.5317e-08 -8.9594e-07 -3.69383e-07 1.53826e-07 -2.9444e-07 2.25692e-07 -4.69186e-07 -1.36799e-06 1.68379e-07 1.6844e-08 -1.07701e-06 2.9075e-06 -4.9951e-06 6.46823e-08 3.90099e-08 6.42931e-08 3.17674e-08 6.70374e-08 9.76789e-08 3.09819e-06 4.07972e-08 -6.81145e-07 -2.43126e-07 1.70971e-07 -4.07055e-07 2.08039e-07 1.24628e-06
internal_weight=0 3100 3078 2861 217 195 174 150 121 100 75 45 2840 119 59 60 2721 2700 2679 2642 2614 2580 48 2532 336 315 292 260 224 152
internal_count=3121 3100 3078 2861 217 195 174 150 121 100 75 45 2840 119 59 60 2721 2700 2679 2642 2614 2580 48 2532 336 315 292 260 224 152
is_linear=0
shrinkage=0.1


Tree=6572
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1208 1208 1208 1210 0 402 1212 1212 16 1212 402 12 403 130 1 403 13 15 0 394 401 402 160 2 12 12
split_gain=1.43561e-08 3.92303e-07 1.93931e-07 8.33428e-08 1.41659e-08 3.00063e-08 2.24839e-08 3.17352e-08 2.53539e-07 1.47108e-08 1.85084e-08 1.19656e-07 8.85972e-08 2.4403e-08 2.11298e-08 1.97044e-08 1.70603e-08 2.74376e-08 2.84606e-08 2.27522e-08 8.64056e-08 6.94726e-08 4.92583e-08 2.99515e-08 7.41244e-08 2.31368e-08 1.55104e-07 2.68192e-07 1.09623e-07 1.6385e-07
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.12461500000000002 0.10837500000000001 0.092250000000000013 -0.094799999999999982 -0.083804999999999977 0.13775000000000001 -0.092474999999999988 -0.087464999999999987 -0.091744999999999979 -0.21859999999999999 0.11522000000000002 0.090345000000000023 0.12089000000000001 -0.23123999999999997 0.16540500000000002 0.085640000000000008 -0.0065549999999999992 0.083195000000000005 -0.080434999999999993 -0.11103499999999998 0.09530000000000001 0.020685000000000005 -0.025879999999999997 0.083935000000000023 0.083715000000000026 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 8 -4 10 12 -12 -9 15 16 -14 17 -13 19 23 21 -21 -22 -19 25 -25 -27 -28 -29 -30
right_child=2 -3 4 -5 -6 -7 -8 9 -10 -11 11 14 13 -15 -16 -17 -18 18 -20 20 22 -23 -24 24 -26 26 27 28 29 -31
leaf_value=1.230196717162532e-07 -9.4121184206001512e-06 1.4131301259112661e-05 -6.29489891902527e-06 -6.6834038943852655e-06 -2.6395993774031016e-06 3.7972109675181511e-06 -2.4799936369390709e-06 7.2880345192061211e-06 7.603746471431805e-06 -2.7151239646627802e-06 -7.3855651800675504e-06 3.708255694618856e-06 -7.9806812342714444e-07 -3.2075020999400294e-06 3.0379096899749765e-06 3.1707038539769368e-06 -2.6061622356792214e-06 3.270264621985714e-06 -3.4375138709445233e-06 1.5558352796713532e-06 -4.1265739704006896e-06 8.9066355303657475e-06 1.9515614534763399e-06 5.509417596820593e-08 -5.0185389742788784e-06 5.7659987201456413e-06 -1.3188659617991931e-05 -6.3877246897651019e-06 8.1801594354076926e-06 -3.2780124141796618e-06
leaf_weight=179 22 20 21 20 20 21 36 20 35 20 22 20 29 20 23 22 25 27 24 36 30 20 24 2239 30 24 21 21 24 26
leaf_count=179 22 20 21 20 20 21 36 20 35 20 22 20 29 20 23 22 25 27 24 36 30 20 24 2239 30 24 21 21 24 26
internal_value=0 7.80724e-07 -5.89192e-08 -5.61043e-07 1.25288e-08 3.10752e-08 3.21721e-09 3.511e-08 2.39175e-06 -1.29322e-08 6.88583e-09 -4.15192e-08 1.40903e-06 -2.47022e-07 2.02899e-08 9.13951e-07 -6.49711e-09 1.88309e-08 -1.01512e-08 2.24644e-08 1.42894e-06 4.18112e-06 -1.42518e-06 -4.16782e-08 -7.91719e-08 -1.625e-08 -1.39332e-06 -3.26096e-06 -3.24602e-07 2.22191e-06
internal_weight=0 219 2902 199 2880 2860 2839 2803 56 2747 2727 2636 91 71 2614 51 2591 2566 2546 2522 110 56 54 2412 2385 2355 116 92 71 50
internal_count=3121 219 2902 199 2880 2860 2839 2803 56 2747 2727 2636 91 71 2614 51 2591 2566 2546 2522 110 56 54 2412 2385 2355 116 92 71 50
is_linear=0
shrinkage=0.1


Tree=6573
num_leaves=31
num_cat=0
split_feature=132 1185 15 51 49 16 3 12 15 34 34 97 9 16 123 47 9 47 47 47 44 47 49 484 51 1456 1446 2 474 474
split_gain=1.4604e-08 1.37629e-07 3.89056e-08 1.4149e-08 1.51032e-08 3.86737e-08 5.38109e-08 4.65112e-08 1.83117e-08 1.3519e-08 1.72734e-08 1.20429e-07 4.90799e-08 1.07163e-07 3.7524e-08 3.16267e-08 3.02138e-07 2.02966e-07 2.89058e-08 2.65391e-08 2.40854e-08 5.04506e-08 3.46481e-08 2.09676e-08 2.22598e-08 1.88772e-08 3.11289e-08 5.83143e-08 2.34637e-08 2.45379e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.035765000000000012 0.10211000000000002 -0.096824999999999981 -0.06977499999999999 0.090165000000000009 0.084510000000000016 -0.112215 -0.057544999999999992 -0.071434999999999985 0.091600000000000015 -0.39185999999999993 0.085470000000000004 0.094160000000000008 0.037245000000000007 0.096850000000000006 0.091210000000000013 0.087235000000000021 0.099360000000000018 0.10254000000000001 -0.015259999999999998 -0.078424999999999981 -0.40274499999999996 0.11585000000000002 0.10324000000000001 0.09142500000000002 0.11147000000000001 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -7 -3 11 14 15 -14 -11 16 18 -17 19 25 21 -19 -23 -24 -25 26 28 -28 29 -12
right_child=1 9 -4 -5 -6 6 -8 -9 -10 10 12 -13 13 -15 -16 17 -18 20 -20 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-4.1357028356452996e-06 8.1259967590172206e-06 -2.0760276681225912e-06 -4.1307427553268398e-06 -2.3805490181311377e-06 2.594163618682831e-06 -7.8522774850991879e-07 5.0252078207926218e-06 -4.3820238824802496e-06 2.3055442464207471e-06 1.0108250692017905e-06 4.4660217262611114e-08 7.7406620272830139e-06 8.8877735564623181e-07 -8.7689374959154522e-06 -4.4785170337036106e-06 1.0499676077523916e-05 -1.1484543060562474e-05 4.223900887292543e-06 3.7251582349589241e-06 -2.7346151357830553e-06 -2.6081680061906812e-06 3.7501718555755697e-06 -3.1413527176482602e-06 2.7119402930111391e-06 -5.4835070095789485e-07 -2.1715104705172533e-06 6.2549347445462404e-06 -4.8764654664033708e-07 2.4207242131524253e-06 -1.6498620893888361e-06
leaf_weight=22 21 31 30 27 21 41 21 24 36 33 2146 22 27 20 20 21 23 33 21 35 26 22 25 25 129 38 23 29 40 89
leaf_count=22 21 31 30 27 21 41 21 24 36 33 2146 22 27 20 20 21 23 33 21 35 26 22 25 25 129 38 23 29 40 89
internal_value=0 5.98476e-08 -7.81708e-07 -2.58421e-07 8.88365e-08 -2.76524e-07 4.19394e-07 -5.38251e-07 6.59809e-07 9.91085e-10 2.3607e-08 1.52109e-06 -1.69092e-08 -3.22089e-06 -1.06062e-06 3.83521e-08 -7.7165e-08 1.04306e-06 3.12074e-08 -1.11463e-09 2.7926e-07 6.00085e-07 5.1305e-09 -4.55154e-07 -1.90827e-08 3.93389e-08 7.54421e-08 2.49465e-06 2.0146e-08 -2.28174e-08
internal_weight=0 2899 222 192 165 144 122 101 77 2878 2847 75 2772 47 53 2725 2444 281 2421 2400 260 234 201 179 154 2365 2327 52 2275 2235
internal_count=3121 2899 222 192 165 144 122 101 77 2878 2847 75 2772 47 53 2725 2444 281 2421 2400 260 234 201 179 154 2365 2327 52 2275 2235
is_linear=0
shrinkage=0.1


Tree=6574
num_leaves=31
num_cat=0
split_feature=47 2 47 131 1209 1208 132 1203 1185 50 132 4 1456 483 159 15 1 121 39 124 9 9 1 131 131 1212 131 15 480 42
split_gain=1.67172e-08 1.69223e-07 5.61768e-08 2.19032e-08 2.68543e-08 3.11111e-08 2.364e-08 4.96604e-07 1.93376e-07 7.70793e-08 2.56911e-08 4.65256e-08 2.00024e-08 4.16783e-08 3.07904e-08 2.06471e-08 1.86502e-08 6.18822e-08 3.02028e-08 4.85604e-08 4.22454e-08 1.11976e-07 6.0551e-08 2.38951e-08 2.062e-07 7.94526e-08 8.78708e-08 2.19386e-07 6.37134e-08 5.79643e-08
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.13767000000000004 0.14268500000000003 0.11253500000000001 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.088425000000000017 -0.41094499999999995 0.10528000000000001 -0.079429999999999987 -0.065184999999999979 0.090025000000000008 -0.23060499999999998 0.16540500000000002 -0.094339999999999993 -1.0000000180025095e-35 -0.079884999999999984 0.092235000000000011 0.085555000000000006 0.13210500000000003 0.091360000000000011 0.09031500000000002 0.087440000000000004 0.10370500000000001 0.083195000000000005 0.11240000000000001 0.096235000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 9 -8 10 -1 -12 -3 -14 15 -15 17 -10 19 -19 21 23 -22 24 28 26 27 -25 -20 -28
right_child=1 12 -4 -5 -6 -7 8 -9 16 -11 11 -13 13 14 -16 -17 -18 18 20 -21 22 -23 -24 25 -26 -27 29 -29 -30 -31
leaf_value=2.6276523082439481e-06 -9.5859904229200781e-06 -3.0130195093327282e-06 5.1139839280784308e-06 -3.1020342248666568e-06 3.716830274242966e-06 -3.8904523464111667e-06 -9.8067881663155286e-06 1.6047262542997488e-05 -5.2389190056022592e-06 -6.4458109068255002e-06 3.7948800469441347e-07 -4.9223220003113969e-06 4.5205664559944128e-06 3.1805820208319347e-06 -3.8874597323900253e-06 -1.6582593613586173e-07 3.1070511147390792e-06 -6.7048407657921428e-07 -4.8923216043548879e-08 6.2980465031614592e-06 -7.0702414825518657e-06 7.3673851429269967e-06 7.1120824145509693e-07 5.7346809335791078e-07 -1.0176273342494823e-05 -3.9558246044180127e-06 -1.2582278716618847e-06 1.1613453071495989e-05 4.0832580449851343e-06 4.2860150112270883e-06
leaf_weight=33 20 22 22 22 20 20 20 20 22 20 96 20 20 20 21 236 20 20 2067 20 20 21 20 54 20 28 88 27 38 24
leaf_count=33 20 22 22 22 20 20 20 20 22 20 96 20 20 20 21 236 20 20 2067 20 20 21 20 54 20 28 88 27 38 24
internal_value=0 -6.62994e-07 8.07954e-08 4.06758e-08 6.59277e-08 3.90631e-08 6.81922e-08 1.1467e-06 -1.30504e-08 -6.16682e-07 1.65751e-07 -5.34617e-07 -1.03558e-07 1.11958e-07 -2.06354e-07 9.56122e-08 6.56457e-08 4.1009e-08 8.84787e-08 2.81378e-06 4.31891e-08 9.76497e-08 -3.17952e-06 3.25754e-08 -7.03463e-08 1.02221e-06 1.74441e-06 4.25346e-06 2.5672e-08 -7.01758e-08
internal_weight=0 339 2782 2760 2738 2718 2698 189 2509 169 149 116 319 297 277 256 2489 2469 2447 40 2407 2367 40 2346 2125 221 193 81 2105 112
internal_count=3121 339 2782 2760 2738 2718 2698 189 2509 169 149 116 319 297 277 256 2489 2469 2447 40 2407 2367 40 2346 2125 221 193 81 2105 112
is_linear=0
shrinkage=0.1


Tree=6575
num_leaves=31
num_cat=0
split_feature=132 1185 1203 40 2 11 33 47 47 3 48 47 2 3 13 12 148 447 49 0 1 4 16 13 16 447 16 457 3 482
split_gain=1.53542e-08 1.40191e-07 6.11079e-08 1.40169e-08 3.7086e-08 2.50971e-08 3.85281e-08 2.39275e-08 1.50065e-07 1.20027e-07 4.33029e-07 8.89989e-08 4.47019e-08 6.12426e-08 3.26884e-08 2.63873e-08 2.63126e-08 3.29633e-08 2.20447e-08 2.38698e-08 3.46722e-08 4.7176e-08 2.16649e-08 4.2108e-08 3.80892e-08 2.6715e-08 2.62817e-08 2.20637e-08 3.08623e-08 6.32373e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.24620999999999996 0.31358000000000003 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.089785000000000018 -0.0049599999999999991 0.082620000000000013 0.097970000000000015 0.10402500000000002 0.14121000000000003 -0.016469999999999995 0.095565000000000011 -0.10069499999999999 0.094580000000000011 -0.015259999999999998 -0.091354999999999978 0.11751000000000002 -0.011884999999999998 -0.54656499999999986 -0.029529999999999997 -0.5315899999999999 0.086765000000000023 -0.50992999999999988 -0.11701499999999999 0.31299000000000005 0.081345000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -7 8 16 11 -11 -9 -12 -14 18 -16 -8 22 -13 -20 21 -21 23 -18 -24 26 -26 -28 -29 -30
right_child=1 3 -4 4 -6 6 7 9 -10 10 12 14 13 -15 15 -17 17 -19 19 20 -22 -23 24 -25 25 -27 27 28 29 -31
leaf_value=-1.7121791838438129e-07 8.2022574046970398e-06 2.6401086626037797e-06 -5.1686326157453426e-06 3.1144030484798491e-06 -3.4016896545807643e-06 -3.7661339757943538e-06 3.0697407828889868e-06 -6.6002706032144318e-06 -6.5728265930634481e-06 1.6911609859562303e-05 4.1038745229116102e-06 2.5765000941646576e-06 -5.388777663029032e-06 1.8454854507581333e-06 4.9750665835824254e-06 1.8492148930580816e-07 6.9662829631582743e-07 -3.4246647323194729e-06 -3.0020259768548388e-06 -1.4985548182266939e-06 -3.4854895721721169e-06 4.2088019577184767e-06 4.0342644140878292e-06 -5.0601558920485942e-06 -3.5248340184677677e-06 3.4979787714787976e-06 2.4511356185497349e-06 4.9719658552689866e-08 -4.7751752696961599e-06 2.0953525152089288e-06
leaf_weight=194 21 20 28 26 32 27 28 21 35 20 20 20 22 25 23 23 27 28 40 30 21 28 24 24 21 22 37 2176 37 21
leaf_count=194 21 20 28 26 32 27 28 21 35 20 20 20 22 25 23 23 27 28 40 30 21 28 24 24 21 22 37 2176 37 21
internal_value=0 6.13775e-08 -8.01522e-07 1.97565e-09 -1.64857e-08 2.18464e-08 -6.87024e-09 2.97328e-08 -7.12348e-08 8.84339e-07 3.99878e-06 -4.30983e-07 1.44202e-07 -1.54077e-06 2.69315e-07 2.57999e-06 2.1835e-08 -1.34738e-08 -4.95371e-07 -1.01165e-06 -3.86672e-09 1.25672e-06 2.65067e-08 -2.01245e-06 7.09834e-08 2.98777e-08 -3.41126e-09 2.91514e-08 -1.0962e-08 -2.28757e-06
internal_weight=0 2899 222 2878 2858 2826 2800 2773 2480 293 87 206 67 47 185 46 2445 2417 139 119 79 58 2389 51 2338 2314 2292 2271 2234 58
internal_count=3121 2899 222 2878 2858 2826 2800 2773 2480 293 87 206 67 47 185 46 2445 2417 139 119 79 58 2389 51 2338 2314 2292 2271 2234 58
is_linear=0
shrinkage=0.1


Tree=6576
num_leaves=31
num_cat=0
split_feature=47 2 47 394 128 128 1185 1185 42 129 391 1184 128 3 128 12 132 13 131 131 131 3 12 480 131 480 456 150 0 1373
split_gain=1.56566e-08 1.44255e-07 5.75942e-08 2.34474e-08 1.92034e-08 3.34749e-08 7.30006e-08 2.54538e-08 4.72652e-08 2.92166e-08 5.24243e-08 4.35748e-08 1.89322e-08 5.03899e-08 3.24696e-08 5.25388e-08 2.53741e-08 8.38792e-08 3.10775e-08 4.76813e-08 1.19317e-07 1.1325e-07 1.99717e-07 8.19448e-08 7.98033e-08 5.8138e-08 4.37489e-08 4.17574e-08 5.54146e-08 3.30199e-08
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.264685 0.11787500000000002 0.10773500000000001 0.093750000000000014 0.085600000000000009 -0.015274999999999999 -0.077709999999999987 -0.085594999999999991 0.083155000000000021 0.089745000000000005 -0.089819999999999983 0.079650000000000012 0.089005000000000015 0.11297500000000001 -0.011289999999999998 0.11863000000000001 0.092410000000000006 0.09055500000000001 -0.07359499999999998 -0.081419999999999979 0.11240000000000001 0.10370500000000001 0.10344000000000002 -0.085409999999999986 0.12640500000000002 -0.24955499999999997 0.08789000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 9 -9 10 -1 12 14 -14 16 -16 18 -18 19 20 23 24 -23 25 -21 26 -11 28 -28 -30
right_child=1 -3 -4 -5 -6 -7 -8 8 -10 11 -12 -13 13 -15 15 -17 17 -19 -20 21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-6.297939439718903e-06 -8.8800672313027475e-06 -1.2510293002772052e-07 5.1744780152644544e-06 3.1496066450624007e-06 -2.4250681505577633e-06 3.5425612534507106e-06 -6.0151862339807853e-06 5.0566191735664948e-06 -8.0734433696408018e-07 3.6597097402012547e-06 9.4252356348079062e-07 4.6953725775722435e-06 -4.2082926964732388e-06 1.6035786888306365e-06 -3.4234928233445322e-07 6.5340565977578538e-06 -6.6733404726922643e-06 5.6713430123996502e-07 -3.5208554777454993e-06 2.6775767007945565e-06 -6.381248193002679e-06 6.5118427130528298e-07 1.3389697849106597e-05 4.6787137875980992e-06 -4.1768923128157358e-06 -5.1201650010894315e-06 4.8269977772482285e-06 -3.339543673064327e-06 3.471932670533438e-08 -3.9512001562581558e-06
leaf_weight=20 20 319 22 24 32 27 20 28 27 33 20 20 35 26 25 20 24 48 24 35 29 32 20 38 33 22 24 37 2016 21
leaf_count=20 20 319 22 24 32 27 20 28 27 33 20 20 35 26 25 20 24 48 24 35 29 32 20 38 33 22 24 37 2016 21
internal_value=0 -6.4162e-07 7.81885e-08 3.7566e-08 1.02673e-08 3.90879e-08 3.75215e-09 4.90584e-08 2.17795e-06 4.05887e-09 -2.67771e-06 4.59288e-08 9.34778e-09 -1.7311e-06 5.214e-08 2.71383e-06 2.97079e-09 -1.84636e-06 5.92955e-08 9.6015e-08 -8.93446e-09 2.03758e-06 5.55061e-06 7.54093e-08 -6.48857e-07 -5.83809e-09 4.69612e-08 -9.86473e-09 4.99112e-08 -6.37263e-09
internal_weight=0 339 2782 2760 2736 2704 2677 2657 55 2602 40 2562 2542 61 2481 45 2436 72 2364 2340 2220 120 52 2191 68 2153 2131 2098 2061 2037
internal_count=3121 339 2782 2760 2736 2704 2677 2657 55 2602 40 2562 2542 61 2481 45 2436 72 2364 2340 2220 120 52 2191 68 2153 2131 2098 2061 2037
is_linear=0
shrinkage=0.1


Tree=6577
num_leaves=31
num_cat=0
split_feature=1204 132 15 132 50 10 39 9 9 9 52 400 1213 3 12 150 16 147 147 150 456 0 48 42 42 48 42 40 1365 16
split_gain=1.4366e-08 1.43111e-08 4.71847e-07 3.28921e-07 7.97582e-08 1.63181e-08 5.81403e-08 1.01277e-07 5.69246e-08 2.43607e-08 1.55503e-08 1.8438e-08 1.90113e-08 3.09973e-08 3.37218e-08 1.51236e-08 7.34591e-08 3.3288e-08 4.39241e-08 2.68871e-08 1.77696e-08 2.6134e-08 2.01792e-08 6.31762e-08 4.76603e-08 4.58971e-08 4.21544e-08 3.21517e-08 2.24596e-08 2.1196e-08
threshold=0.053645000000000005 -0.083284999999999984 0.091915000000000011 -0.066044999999999979 0.09227500000000001 0.0036750000000000007 0.089790000000000023 0.092235000000000011 0.091600000000000015 0.085555000000000006 0.090645000000000017 -0.087079999999999977 0.085435000000000025 -0.067429999999999976 0.089505000000000015 0.12765500000000005 -0.071854999999999988 0.097985000000000017 0.092070000000000013 0.116995 0.10512000000000001 -0.26343999999999995 0.10061000000000002 0.093775000000000011 0.085505000000000012 0.097500000000000017 0.10194000000000002 -1.0000000180025095e-35 0.085025000000000017 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 10 8 7 -7 9 15 11 -1 13 14 -13 17 -17 18 19 20 21 -5 25 24 27 28 -25 -24 29 -23
right_child=-2 3 -4 5 -6 6 -8 -9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22 22 23 26 -26 -27 -28 -29 -30 -31
leaf_value=2.1908114109939325e-06 2.1777521184655296e-06 -1.2857524338301119e-05 1.5368526979955278e-05 3.6166224799671915e-06 -6.0635235827248839e-06 7.15425096435259e-06 -2.579117032382783e-06 -1.4637254207627849e-06 -5.0957164810163462e-06 3.4885941431639368e-06 2.4860013705950806e-06 5.2631812925965557e-07 -3.3465951746620705e-06 2.5151206768571557e-06 -4.400088346301345e-06 5.7809735968324586e-06 -1.5881837263746534e-06 -3.0680793503595148e-06 3.933063809873667e-06 -2.976296303630431e-06 -2.3194670230816086e-06 2.1600503180429597e-07 4.9315184605802648e-06 -5.0692232197964898e-06 6.3675130521997659e-06 -4.353819949074023e-06 6.9072801049211807e-07 5.2014383916349822e-07 2.6275141687121154e-06 -3.9096813269305211e-07
leaf_weight=23 30 20 20 20 25 30 25 25 22 20 22 33 25 28 24 24 31 36 28 31 33 1171 20 24 22 25 27 95 31 1131
leaf_count=23 30 20 20 20 25 30 25 25 22 20 22 33 25 28 24 24 31 36 28 31 33 1171 20 24 22 25 27 95 31 1131
internal_value=0 -2.11415e-08 7.9694e-07 -7.77366e-08 -8.22125e-07 1.12902e-08 1.41946e-06 3.23699e-06 -2.90729e-08 1.11821e-08 2.32617e-08 -3.84109e-07 -9.22501e-07 -2.09532e-07 -1.54796e-06 -1.41173e-08 1.62745e-06 -4.76311e-08 -6.72211e-09 -4.86666e-08 -1.37468e-08 1.59059e-08 -1.23794e-08 9.84668e-07 2.10313e-06 -9.18726e-08 -2.01984e-06 1.28734e-06 -4.62024e-08 -8.22081e-08
internal_weight=0 3091 200 2891 180 2871 80 55 2791 2769 155 133 110 85 57 2749 55 2694 2658 2630 2599 2566 2546 188 137 2358 51 115 2333 2302
internal_count=3121 3091 200 2891 180 2871 80 55 2791 2769 155 133 110 85 57 2749 55 2694 2658 2630 2599 2566 2546 188 137 2358 51 115 2333 2302
is_linear=0
shrinkage=0.1


Tree=6578
num_leaves=31
num_cat=0
split_feature=9 10 124 11 3 9 132 399 1203 12 16 12 133 43 156 160 403 1420 0 0 2 1204 1447 480 12 2 12 15 52 157
split_gain=1.58882e-08 3.8304e-08 6.34428e-08 3.16223e-08 2.39918e-08 1.60394e-08 1.51154e-08 1.07677e-07 7.87854e-08 1.53976e-08 9.92816e-08 9.80349e-08 3.50029e-07 1.1114e-07 7.98464e-08 7.82507e-08 6.29085e-08 6.1685e-08 7.74287e-08 1.15361e-07 6.18691e-08 5.74291e-08 5.61807e-08 6.11682e-08 4.98464e-08 2.26801e-07 5.2701e-08 1.18502e-07 6.49052e-08 7.27449e-08
threshold=0.092410000000000006 0.053330000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.014944999999999998 0.087755000000000014 -0.083449999999999983 0.091580000000000009 0.089480000000000018 0.090545000000000014 0.63636000000000015 0.089570000000000025 0.088820000000000024 -0.011919999999999998 -0.087794999999999998 0.50657000000000008 -0.54856499999999986 -0.079539999999999986 0.12358500000000001 0.034820000000000011 0.10774000000000002 -0.066239999999999979 -0.080594999999999986 0.11471500000000003 0.09141500000000001 0.087505000000000013 0.092465000000000006 0.089740000000000014 -0.53299999999999992 -0.06482499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 8 9 -5 11 14 15 13 -13 -11 -8 -16 -18 19 21 -20 -19 -23 24 25 -24 27 -26 -28 -30
right_child=4 2 -4 5 -6 -7 7 -9 -10 10 -12 12 -14 -15 16 -17 17 18 20 -21 -22 22 23 -25 26 -27 28 -29 29 -31
leaf_value=3.6269123929362958e-06 -2.188909644865848e-07 7.7317425685967985e-07 -7.0965322206006939e-06 -1.9015264986303276e-07 4.0554040727632433e-06 -2.8398923700478918e-06 7.9216200789643802e-08 5.4222466859743227e-06 -6.7853086102331879e-06 5.9156723745261497e-06 -7.3014013605643416e-06 -4.6665119725730626e-06 1.1823881811778848e-05 3.5747677497965928e-06 -5.1694182791204819e-06 -5.0746031744589957e-06 -5.6719609369793037e-06 -4.8275697827193656e-06 1.0171467572624405e-06 -7.7974159722771229e-06 8.026522154978012e-06 -4.7224956347236009e-06 -1.027859928043377e-05 5.3875973621457391e-06 3.1410509421345755e-08 3.3537386229909319e-06 -4.1695676994240532e-06 8.5526369844046712e-06 5.2746866534410706e-06 -4.1588162956561183e-08
leaf_weight=24 29 21 20 192 24 20 1636 37 20 21 20 36 32 30 26 30 20 25 34 20 20 24 23 22 51 26 36 24 27 551
leaf_count=24 29 21 20 192 24 20 1636 37 20 21 20 36 32 30 26 30 20 25 34 20 20 24 23 22 51 26 36 24 27 551
internal_value=0 -2.96591e-08 -3.06571e-06 1.14635e-08 1.71664e-06 -1.74312e-08 1.49241e-09 6.37558e-08 -8.12337e-07 -8.76218e-09 -3.28792e-07 1.67218e-07 3.24095e-06 -9.20476e-07 -1.82e-07 -1.35897e-08 -3.19838e-07 -1.80204e-07 -5.58156e-08 -2.94811e-07 3.61321e-06 -1.09333e-07 4.11211e-08 1.91551e-07 3.66554e-08 -3.04511e-06 2.55823e-07 2.7582e-06 -4.9842e-08 2.0675e-07
internal_weight=0 3068 41 3027 53 3003 2983 2771 212 2734 970 1764 98 66 950 1666 929 903 883 829 54 809 784 760 738 49 689 75 614 578
internal_count=3121 3068 41 3027 53 3003 2983 2771 212 2734 970 1764 98 66 950 1666 929 903 883 829 54 809 784 760 738 49 689 75 614 578
is_linear=0
shrinkage=0.1


Tree=6579
num_leaves=31
num_cat=0
split_feature=52 2 159 3 481 13 3 15 0 1455 42 1447 484 1447 160 1447 403 133 1210 3 403 2 2 1374 49 2 13 151 12 399
split_gain=1.44309e-08 7.42156e-08 2.62144e-07 3.96572e-07 2.0147e-07 9.7099e-08 1.05488e-07 9.55412e-08 7.45963e-08 4.09715e-08 6.12973e-08 3.0715e-08 1.28323e-07 4.05502e-08 6.77047e-08 1.42859e-07 2.7381e-08 1.36949e-07 4.94146e-08 2.32479e-07 5.27801e-08 2.98862e-08 1.03179e-07 9.79709e-08 1.20934e-07 6.9811e-08 7.41289e-08 9.35195e-08 6.30328e-08 6.25516e-08
threshold=0.26746000000000009 0.091545000000000015 -0.10296999999999999 -0.078344999999999984 -0.00058999999999999992 -0.077799999999999994 -0.077564999999999981 0.11923500000000002 -0.07403499999999999 0.087050000000000016 0.089015000000000025 -0.086849999999999997 -0.081684999999999994 -0.086279999999999982 -0.53379499999999991 -0.085644999999999985 -0.54856499999999986 0.40431 -0.13847499999999999 -0.082284999999999983 -0.5341999999999999 0.087625000000000022 0.087470000000000006 0.086000000000000007 0.11042000000000002 0.088930000000000023 -0.085964999999999986 -0.0067699999999999991 0.086305000000000007 0.091580000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 5 -4 -3 6 -2 9 -7 10 -6 12 -1 -13 -15 -16 17 -17 19 -18 -20 22 23 24 29 26 -23 -28 -29 -22
right_child=1 4 3 -5 7 8 -8 -9 -10 -11 -12 13 -14 14 15 16 18 -19 20 -21 21 25 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.5901121302605948e-06 -2.4944612608035847e-07 9.7037172467521899e-06 7.7415391840098715e-07 -1.8660036329536179e-05 -4.0112858516024179e-07 -6.5283706098853142e-06 8.9298987220553537e-06 -6.4894012442961049e-06 1.6653252589549084e-06 -2.4042543079083602e-06 5.3845807883590169e-06 -4.1622998690834956e-06 7.4768080897532251e-06 -5.6021119191774194e-06 8.3138449359207053e-06 -8.3649631354395137e-06 1.1461586245786749e-05 2.4925936232788309e-06 -4.8590130849003223e-06 -2.7631545823101922e-06 1.4635775867100829e-07 -6.7265181159352019e-06 6.9244696116281083e-06 -6.4680343509085759e-06 7.6023177539157235e-06 -5.2173786468864182e-09 3.4651766501525575e-06 -7.7799746293294444e-06 -1.4143594018735584e-06 4.7033128064486526e-06
leaf_weight=37 31 22 21 21 47 25 21 23 20 32 30 23 27 21 21 21 20 26 22 27 1064 30 24 21 23 1268 32 20 70 31
leaf_count=37 31 22 21 21 47 25 21 23 20 32 30 23 27 21 21 21 20 26 22 27 1064 30 24 21 23 1268 32 20 70 31
internal_value=0 -6.68046e-07 -2.34325e-06 -8.94294e-06 8.43986e-07 5.14353e-07 3.4576e-06 -6.32636e-07 -2.88673e-06 6.03195e-07 1.85304e-06 6.92128e-08 2.23499e-06 1.90644e-08 5.41506e-08 9.78203e-08 3.38942e-08 -2.35866e-06 7.62961e-08 3.28993e-06 1.83151e-08 5.98564e-08 4.35717e-07 2.98992e-07 4.26101e-07 -2.47979e-07 -2.27312e-06 -1.17802e-06 -2.82894e-06 2.75367e-07
internal_weight=0 293 139 42 154 97 52 132 45 109 77 2828 64 2764 2741 2720 2699 47 2652 47 2605 2583 1163 1139 1118 1420 152 122 90 1095
internal_count=3121 293 139 42 154 97 52 132 45 109 77 2828 64 2764 2741 2720 2699 47 2652 47 2605 2583 1163 1139 1118 1420 152 122 90 1095
is_linear=0
shrinkage=0.1


Tree=6580
num_leaves=31
num_cat=0
split_feature=481 481 481 52 2 132 0 1211 1204 2 52 484 1 1 3 1 12 4 4 0 1 1456 16 133 0 474 1 1 1 131
split_gain=1.40667e-08 4.77699e-08 2.54559e-08 1.65599e-07 1.70559e-08 1.27169e-07 5.56087e-07 3.44317e-07 1.42256e-07 6.67928e-08 1.088e-07 5.95785e-08 5.65037e-08 6.93338e-07 5.42142e-07 1.63139e-07 1.51848e-07 8.97644e-08 1.84999e-07 1.29035e-07 1.20436e-07 6.13517e-08 6.02672e-08 7.44941e-08 5.93451e-08 5.07902e-08 4.88658e-08 3.48564e-08 1.13749e-07 3.6769e-08
threshold=-0.24785499999999996 -0.15265499999999996 -0.086484999999999992 -0.0092699999999999987 0.080205000000000012 -0.083284999999999984 -0.082284999999999983 0.11048500000000001 -0.064464999999999981 0.083585000000000007 0.083680000000000018 -0.079734999999999986 0.093700000000000019 0.092695000000000013 -0.014944999999999998 0.095950000000000021 0.08486500000000001 -0.083644999999999983 -0.081224999999999978 -0.079459999999999989 0.088135000000000005 -0.077349999999999988 -0.014754999999999999 -0.038089999999999992 -0.086284999999999987 0.12103000000000001 0.097525000000000014 0.10658000000000002 0.10293500000000001 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 8 -7 10 -6 -10 13 14 16 -14 -13 -18 -19 20 24 -17 23 -22 -20 -11 -23 28 -28 -29
right_child=1 2 4 -5 9 7 -8 -9 11 25 -12 12 15 -15 -16 21 17 18 19 -21 22 26 -24 -25 -26 -27 27 29 -30 -31
leaf_value=2.154957226897144e-06 -4.4649635583482455e-06 -2.1552651633639568e-06 -5.2382025340979121e-06 8.3241662978252861e-06 -7.0295528901611857e-06 8.1126973266047283e-06 1.7801127373786585e-05 -1.0065352344046374e-05 -3.5694142728683995e-06 -1.1401043324468074e-07 9.1978353352853019e-07 8.8766650454393435e-06 -7.5044631996896558e-06 1.6795754243890703e-05 -1.54582715411033e-05 5.3057042508874523e-06 -4.6865562800466537e-06 9.8752044653916862e-06 -6.6751564558910026e-06 -6.8363037193510381e-06 2.1049070335266152e-06 4.2656110854485028e-06 6.4722716984127175e-07 1.0735905734691188e-05 9.3615999048779479e-07 4.948469359078445e-06 1.2393872754756785e-06 9.1518414882761761e-07 -7.8678435372125936e-06 -2.0868874620108813e-06
leaf_weight=30 24 38 22 25 36 24 20 32 38 2174 33 24 29 27 21 23 29 22 21 23 20 24 33 20 20 20 32 158 24 55
leaf_count=30 24 38 22 25 36 24 20 32 38 2174 33 24 29 27 21 23 29 22 21 23 20 24 33 20 20 20 32 158 24 55
internal_value=0 -2.09117e-08 1.38641e-08 2.00324e-06 -2.78572e-08 3.88552e-07 5.73291e-06 6.74324e-08 5.53563e-07 -1.64207e-07 -3.2277e-06 2.71418e-07 5.1266e-07 1.62589e-06 -1.31994e-07 -3.26293e-07 1.38617e-06 4.29942e-07 1.36314e-06 -3.76146e-09 1.37473e-06 3.32463e-07 3.81061e-06 6.42041e-06 -2.96232e-06 -6.7862e-08 -5.7928e-08 -4.43671e-07 -2.66371e-06 1.40001e-07
internal_weight=0 3091 3067 63 3004 741 42 699 667 2263 69 643 605 260 233 345 212 188 159 137 114 316 73 40 41 2194 293 269 56 213
internal_count=3121 3091 3067 63 3004 741 42 699 667 2263 69 643 605 260 233 345 212 188 159 137 114 316 73 40 41 2194 293 269 56 213
is_linear=0
shrinkage=0.1


Tree=6581
num_leaves=31
num_cat=0
split_feature=1211 403 1212 401 15 133 133 402 4 133 0 43 402 1209 2 1209 131 482 483 131 482 483 4 15 2 4 47 0 1 0
split_gain=1.87245e-08 6.05587e-08 2.51475e-08 1.99594e-08 6.49445e-08 4.10274e-08 9.99644e-08 3.07339e-08 6.18832e-08 2.43979e-08 1.13033e-07 2.17739e-07 1.23419e-07 3.88915e-08 2.06768e-07 5.62868e-08 1.8684e-08 3.09682e-08 4.17839e-08 2.03195e-08 1.86809e-08 2.70295e-08 5.30347e-08 4.63948e-08 4.15755e-08 3.63395e-08 2.60504e-08 1.45676e-07 6.72698e-07 2.16431e-07
threshold=0.11716500000000001 0.022375000000000003 0.13631000000000001 -0.13200999999999999 0.095175000000000023 0.51114000000000004 0.55672500000000014 -0.17973499999999998 -0.072334999999999997 0.26753000000000005 -0.086234999999999992 -0.03898999999999999 -0.087759999999999991 -0.084629999999999997 0.084715000000000013 -0.051604999999999991 0.11863000000000001 0.12191 0.12325000000000001 0.11266000000000001 0.11191500000000001 0.10083000000000002 -0.0078799999999999981 -0.56020999999999987 0.10327000000000001 0.62736500000000006 0.092165000000000011 -0.10224499999999999 0.099400000000000002 -0.09595999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 8 -5 13 -11 12 -12 14 -9 -15 17 18 19 20 21 23 -23 -17 -24 26 -25 28 -28 -29
right_child=1 -3 -4 5 -6 6 -8 9 -10 10 11 -13 -14 15 -16 16 -18 -19 -20 -21 -22 22 24 25 -26 -27 27 29 -30 -31
leaf_value=-8.2978477231725789e-07 4.6019135197639123e-06 -2.3090972761218884e-06 -3.3263856731418459e-06 6.113189248206179e-06 6.103886413587712e-06 -8.2950891265198844e-06 1.2774767905436117e-06 -3.653229845895112e-06 -9.9581678750837443e-07 5.0276509512059423e-06 -6.3013686190060979e-06 -1.2348245375051193e-05 3.6539986047390622e-06 -5.3224507746563182e-06 9.2081328002677771e-06 -3.6291826654633042e-06 -2.7192888319405028e-06 3.7636813132735369e-06 -3.8463300744037302e-06 3.2123910318659909e-06 -2.4682599738904782e-06 6.1782832701629525e-06 -3.0845102959243713e-06 1.1958600018471004e-07 2.5996282876268462e-06 3.9095348922065417e-06 -2.0415047370079268e-05 1.0157887652439968e-05 5.5733486148640696e-07 -5.3486077100650675e-07
leaf_weight=35 32 21 23 24 22 20 24 25 25 20 20 20 33 20 25 35 25 22 28 20 30 21 22 2176 31 24 20 21 65 192
leaf_count=35 32 21 23 24 22 20 24 25 25 20 20 20 33 20 25 35 25 22 28 20 30 21 22 2176 31 24 20 21 65 192
internal_value=0 1.86359e-06 -3.21869e-08 -7.30457e-09 1.84637e-06 -4.26658e-08 -3.07369e-06 2.63481e-09 2.48615e-06 -3.94004e-08 -1.63287e-06 -3.45768e-06 -1.02744e-07 1.34879e-08 2.77745e-06 -3.67295e-08 1.96542e-09 2.70971e-08 -3.51927e-09 3.6977e-08 1.28935e-08 4.14453e-08 1.92531e-06 -1.35907e-08 2.40175e-07 3.70681e-08 -4.98251e-10 -8.77355e-07 -4.37734e-06 5.19354e-07
internal_weight=0 53 3068 3045 57 2988 44 2944 49 2895 93 73 53 2802 50 2752 2732 2707 2685 2657 2637 2607 74 2533 53 2498 2474 298 85 213
internal_count=3121 53 3068 3045 57 2988 44 2944 49 2895 93 73 53 2802 50 2752 2732 2707 2685 2657 2637 2607 74 2533 53 2498 2474 298 85 213
is_linear=0
shrinkage=0.1


Tree=6582
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 42 42 1 9 9 34 11 41 12 9 2 2 124 39 123 123 42 41 41 480 474 457 1446 474 160 51
split_gain=1.77134e-08 1.07899e-07 5.97087e-08 3.12537e-08 1.95588e-08 3.85478e-08 3.68354e-08 1.79922e-08 3.45435e-08 2.60474e-08 6.13707e-08 3.00982e-08 5.77442e-08 2.48413e-08 1.65986e-08 2.40241e-08 1.59371e-08 3.52538e-08 2.84246e-08 2.97911e-08 2.01789e-08 1.76829e-08 3.98418e-08 1.6413e-08 2.27945e-08 6.44238e-08 7.65734e-08 1.07043e-07 2.82809e-07 8.37547e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.021469999999999996 -0.010544999999999997 0.088135000000000005 0.092410000000000006 0.088235000000000022 -0.08786999999999999 -1.0000000180025095e-35 0.086565000000000017 0.08486500000000001 0.10750500000000002 0.089125000000000024 0.10136500000000002 0.08919500000000001 0.10076500000000001 0.11679000000000002 0.10274500000000002 -0.23108499999999998 0.07882500000000002 0.076195000000000013 -0.092774999999999982 0.08708500000000001 -0.085584999999999981 0.085345000000000018 0.090685000000000016 -0.080934999999999993 -0.10316499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 14 8 9 -3 -11 16 -13 -9 -1 -16 18 -18 19 20 -12 22 23 -22 -25 -26 27 28 -27 -29
right_child=1 7 -4 -5 5 -7 -8 13 -10 10 11 12 -14 -15 15 -17 17 -19 -20 -21 21 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=-1.3109772878219941e-06 7.2079545957205404e-06 3.0479962504159631e-06 -5.4645762547806957e-06 -3.9230671339802414e-06 4.9136253396268742e-06 -1.0945257463390589e-07 -4.4602173813603129e-06 4.3075794871544097e-06 -3.7967920235360001e-06 -5.1614799738909708e-06 3.1668177712163018e-06 6.3141712689426562e-06 -2.2384798480093847e-07 -2.0406208049140475e-07 3.889933565336502e-06 -7.323277699193252e-07 8.071720300635703e-07 -4.9938055917664318e-06 3.0687958349062686e-06 -3.8716171144415061e-06 2.423005283465803e-06 -2.2873239632805482e-06 4.1515909619311458e-06 -1.5026540692323639e-07 6.0466562842975698e-06 1.3747209765738046e-05 -5.5249476747576407e-06 -6.1021203474741595e-06 -1.7258274291870528e-06 6.5182459144813729e-07
leaf_weight=38 21 28 25 21 22 50 21 23 24 23 20 22 35 26 22 23 22 20 30 20 27 34 23 2278 22 21 20 22 27 111
leaf_count=38 21 28 25 21 22 50 21 23 24 23 20 22 35 26 22 23 22 20 30 20 27 34 23 2278 22 21 20 22 27 111
internal_value=0 6.59299e-08 -8.60894e-07 -2.7667e-07 1.58412e-07 1.42538e-06 -7.18718e-07 1.38165e-08 -1.90898e-08 1.32328e-08 -1.73662e-08 2.55948e-08 2.2996e-06 1.91365e-06 2.27926e-07 1.52744e-06 -2.24653e-08 -1.9552e-06 8.10902e-09 -2.68703e-08 2.64795e-09 -2.18331e-08 8.36165e-09 -2.93339e-08 -5.58085e-08 9.09092e-07 3.46771e-07 9.9558e-07 5.04363e-06 -4.65369e-07
internal_weight=0 2899 222 197 176 72 104 2878 2829 2805 2777 2754 57 49 83 45 2697 42 2655 2625 2605 2585 2551 2528 2501 223 201 181 48 133
internal_count=3121 2899 222 197 176 72 104 2878 2829 2805 2777 2754 57 49 83 45 2697 42 2655 2625 2605 2585 2551 2528 2501 223 201 181 48 133
is_linear=0
shrinkage=0.1


Tree=6583
num_leaves=31
num_cat=0
split_feature=52 132 399 1204 393 132 1186 52 158 158 159 13 13 16 3 0 0 52 43 401 133 4 43 4 13 13 403 2 1212 13
split_gain=1.57063e-08 6.82414e-08 5.46977e-07 4.05603e-07 7.23814e-08 6.38364e-08 4.93992e-08 4.93929e-08 6.94025e-08 7.5714e-08 5.61954e-08 4.40148e-08 1.52934e-07 7.57481e-08 1.10027e-07 5.42733e-08 1.02449e-07 8.28536e-08 1.17124e-07 7.96013e-08 6.46198e-08 6.24535e-08 1.72582e-07 1.50744e-07 6.00161e-08 6.11082e-08 2.6925e-07 3.2476e-07 1.26544e-07 6.89352e-08
threshold=0.0031350000000000002 -0.083284999999999984 0.091580000000000009 -0.082199999999999981 0.10585500000000002 -0.1075 -0.094609999999999986 0.008405000000000001 0.11694500000000001 0.10737500000000001 0.10713500000000002 -0.41572999999999993 -0.14819499999999997 0.15891500000000003 -0.077354999999999993 -0.069954999999999976 -0.068189999999999987 0.10263500000000002 0.016310000000000002 -1.0000000180025095e-35 0.5087600000000001 -0.088784999999999989 -0.11008499999999999 -0.087394999999999987 -0.097224999999999992 -0.089109999999999981 -0.0047449999999999992 0.084985000000000019 -0.030914999999999995 -0.092534999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 -1 -2 -8 9 10 11 -9 -13 15 -15 19 -17 -18 -19 -14 21 22 -21 -23 -25 26 -26 -28 -27 -29
right_child=6 3 -4 4 -6 -7 7 8 -10 -11 -12 12 13 14 -16 16 17 18 -20 20 -22 23 -24 24 25 28 27 29 -30 -31
leaf_value=1.1453897980118201e-06 -5.2110204239852465e-06 -1.4119229679181444e-05 1.5468501626401121e-05 1.3329073301977476e-07 6.1828466368751838e-06 -4.9851344709678061e-06 -4.2054758917705235e-06 3.9122351208789042e-06 4.2262912431725561e-06 -5.5677968711839083e-06 3.9562103197430124e-06 -8.7809332041745487e-06 -5.1868892811057781e-06 6.8543976383461138e-07 -9.6782935406736216e-06 8.2549114874079059e-06 4.4706460477073054e-06 1.3911115109976891e-06 -6.6443483646594361e-06 -9.862758531653526e-06 5.3734324648671433e-06 7.3302807592241428e-06 1.4324152399210782e-06 3.4251580561941384e-06 6.0268877405178504e-06 5.5974530522146582e-06 -1.6573769131799142e-05 -5.592213476575125e-06 -5.2979209879277945e-07 2.5196146990228128e-06
leaf_weight=35 20 20 25 1781 20 33 30 25 36 26 33 21 32 21 20 21 40 60 26 24 21 27 31 41 24 36 21 20 529 22
leaf_count=35 20 20 25 1781 20 33 30 25 36 26 33 21 32 21 20 21 40 60 26 24 21 27 31 41 24 36 21 20 529 22
internal_value=0 1.78137e-07 2.82034e-06 4.31978e-08 2.00471e-07 -1.82972e-06 -2.825e-07 -1.99459e-07 -9.5586e-08 -2.3438e-07 -1.07741e-07 -2.34022e-07 -3.3398e-07 -1.59388e-07 -4.37004e-06 1.76756e-08 1.78839e-06 7.10631e-07 -1.03821e-06 -2.9669e-07 -1.00099e-07 -2.48414e-07 -3.49639e-06 -3.04502e-10 -2.85912e-07 -5.19277e-07 -2.9864e-06 -6.42003e-06 -1.39384e-07 -1.34316e-06
internal_weight=0 1914 93 1821 1801 68 1207 1187 1157 1121 1095 1062 1037 1016 41 975 147 126 86 828 796 775 55 720 693 652 87 63 565 42
internal_count=3121 1914 93 1821 1801 68 1207 1187 1157 1121 1095 1062 1037 1016 41 975 147 126 86 828 796 775 55 720 693 652 87 63 565 42
is_linear=0
shrinkage=0.1


Tree=6584
num_leaves=31
num_cat=0
split_feature=132 394 1203 12 52 52 399 13 1208 1208 1208 403 403 1210 1210 42 42 42 1210 1213 43 402 4 51 42 159 43 42 1455 1447
split_gain=1.74623e-08 8.05356e-08 6.62024e-08 1.58382e-08 1.47567e-08 2.37051e-08 2.6103e-08 2.74062e-08 1.43717e-08 2.87062e-08 1.48023e-08 1.68502e-08 4.19582e-08 3.55409e-08 2.87188e-08 1.63308e-08 1.76131e-07 6.22501e-08 4.20617e-08 5.94162e-08 8.32079e-08 4.22003e-08 4.49088e-08 7.69376e-08 4.65928e-08 1.41801e-07 1.56315e-07 6.47894e-08 4.60256e-08 5.54782e-08
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.11418000000000002 0.090645000000000017 0.08709500000000002 0.087485000000000021 -0.0095349999999999983 0.11846000000000001 0.10683000000000002 0.094315000000000024 -0.55276999999999987 -0.5335399999999999 -0.3960249999999999 -0.094799999999999982 0.08623500000000002 0.086375000000000021 0.085730000000000015 -0.065674999999999983 1.0000000180025095e-35 0.054355000000000007 -0.45454999999999995 -0.111605 0.078435000000000019 0.087550000000000017 -0.025879999999999997 -0.081779999999999978 0.087825000000000014 -0.094999999999999987 -0.082344999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 6 7 -1 9 10 11 -2 -13 -14 -15 17 -17 -16 -18 21 -21 -20 23 -23 25 -24 -27 -26 -29 -30
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 12 13 14 15 16 18 -19 19 20 -22 22 24 -25 27 26 -28 28 29 -31
leaf_value=-4.8215638492993533e-07 -2.2084950380892278e-06 6.0919202662096886e-06 -6.3479995696980048e-06 -2.1118352970589534e-06 1.8857658162503231e-06 -3.4502097971004076e-06 -1.1740881704318847e-06 4.568383784234439e-06 2.4553719858507368e-06 -3.5205531671438269e-06 2.356847430830924e-06 4.4842557361421532e-06 -4.2028275765915169e-06 3.2732954120244055e-06 -1.0623996581950222e-07 9.3718888646911919e-06 4.0903283539032254e-06 -4.2542823158064003e-06 4.1256626193191758e-06 -6.0532607006747196e-06 7.9958617187217263e-07 7.6402267013907561e-06 -5.4156514238457024e-06 -1.0259907825953137e-07 -5.3338767738750911e-06 -2.3230620117012737e-07 9.0443062577726195e-06 3.8950584776439765e-06 -4.0281680350324524e-06 -9.8454179522441243e-08
leaf_weight=21 34 22 20 39 37 21 56 22 24 23 27 21 20 27 1630 21 26 37 27 37 34 21 20 33 25 39 34 27 38 658
leaf_count=21 34 22 20 39 37 21 56 22 24 23 27 21 20 27 1630 21 26 37 27 37 34 21 20 33 25 39 34 27 38 658
internal_value=0 6.44964e-08 -8.67465e-07 -3.08227e-07 1.39804e-07 -3.98535e-07 2.4879e-07 2.10184e-06 1.85015e-08 -1.95496e-09 2.65809e-08 4.18249e-09 3.12928e-08 -2.66228e-09 2.80631e-08 -4.30527e-09 3.06659e-07 -1.98308e-07 1.19839e-07 1.58782e-08 -2.77162e-06 2.30533e-07 1.13027e-07 2.9085e-06 -6.64686e-08 2.04445e-06 4.08831e-06 -3.28922e-07 -1.5586e-07 -3.13008e-07
internal_weight=0 2905 216 196 157 120 99 43 2883 2859 2836 2809 2775 2754 2734 2707 1040 1667 1019 993 71 922 895 54 841 93 73 748 723 696
internal_count=3121 2905 216 196 157 120 99 43 2883 2859 2836 2809 2775 2754 2734 2707 1040 1667 1019 993 71 922 895 54 841 93 73 748 723 696
is_linear=0
shrinkage=0.1


Tree=6585
num_leaves=31
num_cat=0
split_feature=130 130 160 483 479 481 159 481 481 2 160 158 1453 4 481 481 1453 158 4 11 33 1456 1456 482 1454 483 133 51 159 52
split_gain=1.59461e-08 3.88373e-08 1.55776e-08 3.52768e-08 3.51155e-08 2.56815e-08 1.7656e-08 2.35543e-08 2.66463e-08 1.56377e-07 2.89291e-07 1.88571e-08 6.53853e-08 3.63107e-08 2.41791e-08 4.73246e-08 6.10975e-08 3.13632e-08 2.66594e-08 2.40038e-08 3.51373e-08 2.25933e-08 4.23791e-08 5.18449e-08 5.73449e-08 3.23014e-08 9.33586e-08 6.75684e-08 3.20714e-08 4.76691e-08
threshold=-0.23647499999999996 -0.16562999999999997 0.62940000000000007 -0.47181499999999993 0.11361000000000002 0.11393500000000002 0.14765500000000001 -0.15265499999999996 -0.086484999999999992 0.083585000000000007 -0.014869999999999998 0.11245500000000001 -1.0000000180025095e-35 0.024790000000000003 -0.085474999999999982 -0.081614999999999979 -0.084064999999999987 0.107145 0.62931500000000018 -0.011194999999999998 -0.009184999999999997 -0.081804999999999989 -0.15024999999999997 0.11562500000000002 0.092835000000000015 -0.021199999999999997 0.088285000000000016 0.024995000000000003 -0.46871499999999994 0.50744500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 9 -9 -11 14 -13 -14 -10 -16 -17 18 19 -18 -21 22 23 24 -22 26 27 -23 -27 -30
right_child=1 2 -4 4 -6 -7 -8 8 11 10 -12 12 13 -15 15 16 17 -19 -20 20 21 25 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-2.8145968144599467e-06 4.3040253720911483e-06 4.1936230263672771e-06 -2.7253560238889243e-06 -3.0966181766416414e-06 -3.8299593749494909e-06 3.4951850888579174e-06 2.2517289874666429e-06 -5.2408024430405936e-06 -3.2471619098704773e-06 1.3801959087123534e-05 -2.796698884464734e-06 2.6618841205993744e-06 -1.4041002207075228e-06 -7.0716366576562003e-06 3.9588175066758898e-06 -5.407802011956976e-06 3.0878767179274289e-06 3.1694296911067091e-06 -2.9939359906923835e-06 -3.7565959992207357e-06 -5.8671227503195735e-06 -8.1707757417461841e-06 4.0594966088601495e-06 3.8926895973374836e-06 1.6148233362400789e-06 3.3173150141324031e-06 3.5751499025593605e-06 -7.4239180586725226e-07 3.0907880080448598e-08 -3.3676580451518545e-06
leaf_weight=20 21 20 21 25 24 21 34 20 23 21 21 23 26 20 30 21 25 31 30 25 21 25 39 21 20 29 20 24 2378 42
leaf_count=20 21 20 21 25 24 21 34 20 23 21 21 23 26 20 30 21 25 31 30 25 21 25 39 21 20 29 20 24 2378 42
internal_value=0 1.81515e-08 -1.10704e-08 7.56314e-09 -1.99858e-08 1.03424e-08 -1.41004e-08 -4.01268e-08 -1.4092e-08 2.03701e-06 5.50263e-06 -5.83552e-08 -1.69154e-06 -3.86825e-06 -1.81663e-08 8.53877e-09 -3.45395e-08 6.79327e-09 -2.95319e-08 3.78846e-09 -2.53727e-08 1.02441e-08 1.47677e-06 -1.47849e-07 -2.21739e-06 -4.858e-08 -2.18237e-06 -4.53238e-06 1.15392e-08 -2.80755e-08
internal_weight=0 3101 3080 3059 3039 3015 2994 2960 2935 62 42 2873 69 46 2804 2781 2751 2730 2699 2669 2644 2619 101 62 41 2518 69 49 2449 2420
internal_count=3121 3101 3080 3059 3039 3015 2994 2960 2935 62 42 2873 69 46 2804 2781 2751 2730 2699 2669 2644 2619 101 62 41 2518 69 49 2449 2420
is_linear=0
shrinkage=0.1


Tree=6586
num_leaves=31
num_cat=0
split_feature=33 1211 403 401 401 133 12 1210 133 1208 1209 43 2 403 2 1213 4 1186 132 1211 1203 15 1212 1212 43 12 132 2 132 104
split_gain=1.68354e-08 1.45944e-08 5.20962e-08 2.70355e-08 6.60177e-08 3.57943e-08 7.88787e-08 2.87373e-08 2.28409e-08 6.70809e-08 2.92631e-08 1.76301e-07 4.7995e-07 2.92077e-08 1.83769e-07 2.38669e-08 7.12027e-08 3.70763e-08 3.29676e-08 6.86995e-07 6.74124e-07 5.99358e-08 2.5144e-08 2.20702e-07 1.01804e-07 1.52045e-07 1.82012e-08 4.05042e-08 3.04242e-08 3.01425e-08
threshold=-0.044254999999999996 0.11716500000000001 0.022375000000000003 -0.46360499999999999 -0.13200999999999999 0.51114000000000004 0.093765000000000015 0.24726500000000004 0.41553500000000004 0.10737500000000001 -0.084519999999999984 -0.0047449999999999992 0.084245000000000014 -0.5335399999999999 0.084755000000000011 0.099360000000000018 -0.079764999999999989 -0.13028499999999998 -0.083284999999999984 0.091735000000000011 0.089165000000000008 0.091475000000000015 -0.089544999999999986 -0.064959999999999976 -0.0037449999999999996 0.088305000000000008 0.11297500000000001 0.094565000000000024 0.10859000000000001 0.088500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 7 -7 8 9 10 11 12 -6 14 -12 17 -17 -15 20 22 21 -19 24 -24 -20 -26 28 -28 29 -25
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 13 -13 -14 15 -16 16 -18 18 19 -21 -22 -23 23 26 25 -27 27 -29 -30 -31
leaf_value=2.7565404076829677e-06 -3.1984990006027081e-06 4.1653975520361543e-06 -2.2445795539603015e-06 4.4282002680561032e-06 4.5220033977481457e-06 1.5307658118434208e-06 -6.9460456149064825e-06 3.4193451876755411e-06 -3.1940646304855878e-06 5.6010572734521707e-06 -2.6749660355562812e-06 5.2306385317110872e-06 -1.7123381380770296e-05 4.2677830600723612e-06 9.5219667162469012e-06 -5.4366125368687792e-06 1.1445905121425833e-06 -1.348319234788158e-07 -1.492066463024643e-06 -1.8161868683819194e-05 1.8585332736620333e-05 -5.9581491906968156e-06 -1.0521237655609638e-05 6.9758619501829306e-08 1.1551915226846179e-05 -3.6985864564643555e-07 -4.4343947065174561e-06 9.9398743958334799e-07 3.7721641495574497e-06 -3.8296070846399745e-06
leaf_weight=22 27 32 21 33 21 21 23 24 23 21 30 21 20 20 21 31 35 152 49 21 20 20 20 2253 20 23 28 27 22 20
leaf_count=22 27 32 21 33 21 21 23 24 23 21 30 21 20 20 21 31 35 152 49 21 20 20 20 2253 20 23 28 27 22 20
internal_value=0 -1.95705e-08 1.6256e-06 -4.81962e-08 -2.00219e-08 -6.91817e-08 -2.90029e-06 -2.68401e-08 -5.51844e-08 -3.02468e-08 -7.13941e-08 -2.22036e-06 -6.03672e-06 -2.4013e-08 2.3473e-06 -6.78149e-08 -1.94658e-06 -2.18043e-08 -5.3876e-08 -1.51497e-07 1.20859e-06 -8.11962e-07 2.12502e-09 -6.0839e-08 1.62413e-06 5.17515e-06 2.81856e-08 -1.76955e-06 7.12687e-08 3.54483e-08
internal_weight=0 3099 53 3046 3019 2986 44 2942 2918 2895 2874 62 41 2812 51 2761 66 2695 2675 2483 192 172 2462 2370 92 43 2350 55 2295 2273
internal_count=3121 3099 53 3046 3019 2986 44 2942 2918 2895 2874 62 41 2812 51 2761 66 2695 2675 2483 192 172 2462 2370 92 43 2350 55 2295 2273
is_linear=0
shrinkage=0.1


Tree=6587
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 156 0 156 4 475 49 2 2 155 151 2 151 0 150 156 2 1455 2 2 3 2 43 484 40 124
split_gain=1.7617e-08 8.72665e-08 6.3391e-08 1.7063e-08 5.00955e-08 1.69369e-08 3.152e-08 1.8043e-08 3.70149e-08 5.24206e-08 3.11768e-08 1.57968e-08 1.08242e-07 7.71835e-08 5.23974e-08 9.42673e-08 6.12377e-08 1.03706e-07 7.89955e-08 5.00198e-08 6.16069e-08 6.98228e-08 5.93512e-08 1.78594e-07 1.69613e-07 1.26157e-07 8.48116e-08 1.38229e-07 1.67866e-07 6.00132e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.014954999999999998 0.10541000000000002 0.50996500000000011 -0.008964999999999999 0.09567500000000001 0.10613000000000002 0.10699500000000002 0.10022500000000002 -0.10737499999999998 0.12358500000000001 -0.072119999999999976 -0.14051499999999997 0.11235000000000002 -0.00054499999999999991 0.10981000000000002 0.085560000000000011 0.11448000000000001 0.11704500000000001 -0.07359499999999998 0.11237500000000002 -0.23714499999999997 0.090535000000000018 -0.049474999999999998 -0.027784999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 7 -7 11 9 -9 -11 13 -13 -5 15 -14 17 -16 19 -18 -21 22 24 -24 -22 -26 -25 28 29 -28
right_child=1 3 -4 4 -6 6 -8 8 -10 10 -12 12 14 -15 16 -17 18 -19 -20 20 21 -23 23 26 25 -27 27 -29 -30 -31
leaf_value=-2.2976372810180927e-07 6.4887134331435112e-06 -2.8918254082554997e-06 -5.3997685898610613e-06 4.5561585928596408e-08 5.0264844617231581e-06 6.0710570437549904e-07 -4.6331776055488019e-06 6.6749325851973978e-06 -1.6020028769601376e-06 3.072975807299372e-06 -2.2241135388867408e-06 -7.1975991412055805e-06 8.1771183772616503e-06 5.4266345559712875e-06 -8.7533396293545834e-06 -1.2100757134169765e-06 4.0089328213828905e-06 -2.0241128441813162e-07 4.9687552510821946e-06 -4.8300902872969432e-06 7.807644788201664e-06 5.1428413619512211e-06 -8.9144864635467721e-06 5.757151587886256e-06 -7.6598160473752485e-06 2.9533710204532328e-06 1.6060791199379311e-06 -8.2103951986785741e-06 -1.649949401357115e-06 9.2601159015733486e-06
leaf_weight=195 21 20 27 2089 20 24 22 22 29 25 20 23 20 27 23 23 24 37 29 33 29 22 28 20 21 24 20 24 159 21
leaf_count=195 21 20 27 2089 20 24 22 22 29 25 20 23 20 27 23 23 24 37 29 33 29 22 28 20 21 24 20 24 159 21
internal_value=0 6.57505e-08 -8.58548e-07 1.88839e-08 3.92527e-08 4.10661e-09 -1.89912e-06 3.54634e-08 1.38263e-06 2.67449e-06 7.18714e-07 -1.25069e-08 -4.74855e-07 1.14224e-07 -1.97255e-07 3.15606e-06 -4.77786e-07 -3.48027e-06 -8.09818e-08 -4.25552e-07 -6.90958e-07 -3.19785e-07 -6.6712e-07 -1.35026e-06 1.84387e-06 -1.99945e-06 -4.82231e-07 -1.03932e-06 -1.7879e-07 5.52644e-06
internal_weight=0 2899 222 2878 2858 2838 46 2792 96 67 45 2696 580 2116 557 43 514 60 454 425 401 368 346 272 74 45 244 224 200 41
internal_count=3121 2899 222 2878 2858 2838 46 2792 96 67 45 2696 580 2116 557 43 514 60 454 425 401 368 346 272 74 45 244 224 200 41
is_linear=0
shrinkage=0.1


Tree=6588
num_leaves=31
num_cat=0
split_feature=128 42 50 132 1 1185 394 394 1184 394 1176 394 4 130 448 13 1348 13 12 43 12 13 12 12 16 11 2 15 128 12
split_gain=1.52316e-08 2.96053e-08 6.79374e-08 2.15449e-08 4.92324e-07 2.36355e-07 1.05011e-07 2.02966e-08 4.70726e-08 1.67303e-08 3.97455e-08 1.89011e-08 4.36906e-08 1.69318e-08 4.40681e-08 3.28274e-08 3.07469e-08 2.3803e-08 5.2987e-08 1.1645e-07 5.80406e-08 4.42283e-08 7.76049e-08 1.18798e-07 1.02415e-07 5.26172e-08 9.89781e-08 4.1385e-08 3.47047e-08 1.04743e-07
threshold=0.10979500000000002 -0.09693499999999998 0.09227500000000001 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.0041850000000000004 -0.12099999999999998 0.088760000000000019 -0.09139499999999999 1.0000000180025095e-35 1.0000000180025095e-35 -0.081984999999999988 0.10490500000000001 0.030280000000000001 0.10002500000000002 0.093335000000000015 0.11217000000000001 0.12757000000000002 -0.097804999999999989 0.10016000000000001 0.061215000000000012 0.090695000000000012 0.095110000000000014 -0.078844999999999985 0.090070000000000025 0.10644500000000001 -0.016799999999999995 0.092940000000000009 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -5 -1 -7 9 -9 11 13 -13 14 16 -15 17 21 19 20 27 28 24 -24 -23 26 -25 -19 -11 -30
right_child=1 2 -4 5 -6 7 -8 8 -10 10 -12 12 -14 15 -16 -17 -18 18 -20 -21 -22 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=-9.7587246727925968e-09 -4.3056068648184009e-06 3.7064332445879701e-06 -3.9869338391698965e-06 -1.0361706282227798e-05 1.3593438502034083e-05 2.8246649592871949e-06 -7.5569098325580682e-06 2.6813282753816267e-06 -4.816340623392535e-06 -1.435774154970481e-08 -4.30425412516689e-06 5.3931941812108911e-06 -1.0573957854917571e-06 4.2347627236773003e-06 -4.1017357384239754e-06 -7.9407882003579305e-07 3.75829290946554e-06 1.0637984215691178e-06 -2.0611472395363048e-06 8.0752517086929629e-06 4.0978478207560127e-06 -1.046500540269335e-05 6.5985599316523545e-06 -2.7193129212451718e-07 -1.3429368877382332e-06 1.784358638524787e-06 -9.0036918858718967e-06 -4.8830780418608237e-06 -1.4977455411671717e-06 7.797632906658692e-06
leaf_weight=151 24 24 22 22 27 26 21 24 20 2257 21 21 21 27 26 25 22 25 35 27 27 20 21 34 32 27 21 22 27 22
leaf_count=151 24 24 22 22 27 26 21 24 20 2257 21 21 21 27 26 25 22 25 35 27 27 20 21 34 32 27 21 22 27 22
internal_value=0 -1.45847e-06 2.69968e-08 3.34656e-08 1.03947e-06 -3.67288e-08 -9.31213e-07 4.35361e-08 1.77481e-08 5.24758e-08 2.96162e-08 6.28441e-08 2.1679e-06 3.00624e-08 -5.06933e-09 1.81705e-06 3.56001e-08 4.06404e-09 1.29192e-06 2.45387e-06 4.02826e-07 -6.71054e-08 -1.70226e-06 -1.12386e-07 -4.85142e-06 -1.83104e-06 -3.60588e-06 -1.71985e-06 4.28028e-08 2.67569e-06
internal_weight=0 70 46 3051 199 2852 172 2830 2804 2784 2760 2739 42 2697 2645 52 2619 2597 136 101 74 2461 155 103 52 82 55 47 2306 49
internal_count=3121 70 46 3051 199 2852 172 2830 2804 2784 2760 2739 42 2697 2645 52 2619 2597 136 101 74 2461 155 103 52 82 55 47 2306 49
is_linear=0
shrinkage=0.1


Tree=6589
num_leaves=31
num_cat=0
split_feature=132 1203 1185 1 1204 33 12 400 49 2 1213 4 1208 1208 1208 1210 4 1 2 1 1447 481 1 1374 150 157 151 481 1 1
split_gain=1.76288e-08 8.33157e-08 7.52902e-08 1.91458e-08 1.55234e-08 1.37874e-08 1.37701e-08 1.37662e-08 1.99564e-08 3.54587e-08 2.7115e-08 1.6559e-08 1.34718e-08 3.56957e-08 2.53047e-08 2.70441e-08 2.01151e-07 1.72396e-08 4.41259e-07 1.60584e-07 7.63167e-08 7.51979e-08 7.84403e-08 5.79129e-08 7.89065e-08 1.69231e-07 6.83527e-08 5.52026e-08 8.05983e-08 6.66373e-08
threshold=-0.083449999999999983 0.089480000000000018 -0.087384999999999977 0.10325000000000002 -0.081919999999999979 -0.044254999999999996 0.088930000000000023 0.10782000000000001 0.098895000000000025 0.090675000000000019 0.086505000000000012 -0.085719999999999977 0.12461500000000002 0.10837500000000001 0.092250000000000013 -0.094799999999999982 -0.081714999999999996 0.09253500000000002 -1.0000000180025095e-35 0.093205000000000024 0.059120000000000013 -0.16223499999999996 0.091345000000000023 0.089635000000000006 0.10699000000000002 -0.086394999999999986 0.09759000000000001 -0.079504999999999978 0.094465000000000007 0.093890000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 6 -6 -4 8 9 10 11 -1 13 14 15 16 -7 18 -17 -19 21 -20 23 24 26 -26 -23 -21 29 -29
right_child=2 -3 4 -5 5 12 -8 -9 -10 -11 -12 -13 -14 -15 -16 17 -18 19 20 27 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-2.0552944988594392e-06 5.8926396429176913e-06 -7.0198092562634431e-06 -1.1688068211480555e-07 -2.7169105898657883e-06 2.4838045543550504e-06 8.9678679178935763e-06 3.2973863721121303e-06 -1.8744921784933207e-06 3.4792508773762163e-06 -3.1247735175080983e-06 4.2537489389360424e-06 1.1402299497831336e-06 -2.615484839338933e-06 4.0964844607688497e-06 -2.7945625619753571e-06 -1.4647567409805822e-05 -3.5082223900774678e-06 7.891649827932405e-06 -5.8397908214433506e-06 5.2640895438571541e-06 4.4921783455720289e-06 -2.1095792590953362e-07 4.6713455818088044e-06 4.1709734523465163e-06 2.566548950901713e-06 -8.9804632042008363e-06 5.6734050212980947e-06 -4.4504672262389382e-07 1.5857843555576918e-07 -8.5104476329433972e-06
leaf_weight=24 22 20 21 27 22 24 27 28 20 27 20 50 20 21 33 21 28 27 23 20 36 1521 34 30 22 30 20 21 862 20
leaf_count=24 22 20 21 27 22 24 27 28 20 27 20 50 20 21 33 21 28 27 23 20 36 1521 34 30 22 30 20 21 862 20
internal_value=0 -8.71588e-07 6.48047e-08 -2.44219e-07 2.03329e-08 -9.86075e-09 1.80364e-06 1.50827e-07 5.53018e-07 6.93432e-08 9.86802e-07 1.03844e-07 -2.93633e-08 -1.08447e-08 -4.19608e-08 -8.79695e-09 2.24997e-06 -5.25097e-08 -2.39833e-07 2.89996e-07 -6.35143e-08 -1.61136e-07 -8.23137e-08 -1.81897e-07 -2.63872e-07 -4.09519e-06 -1.34587e-07 6.76289e-08 -4.74644e-08 -4.37939e-06
internal_weight=0 216 2905 196 2883 2835 48 169 141 121 94 74 2813 2793 2772 2739 52 2687 1737 950 1716 1680 1657 1623 1593 52 1541 923 903 41
internal_count=3121 216 2905 196 2883 2835 48 169 141 121 94 74 2813 2793 2772 2739 52 2687 1737 950 1716 1680 1657 1623 1593 52 1541 923 903 41
is_linear=0
shrinkage=0.1


Tree=6590
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 0 1213 48 12 2 3 1429 156 1426 0 1428 157 484 157 2 49 13 4 157 1445 157 157 157 157 157 157
split_gain=1.44726e-08 8.35188e-08 4.22898e-08 1.47197e-08 2.07843e-08 3.12411e-08 3.72304e-08 2.95864e-08 4.1497e-08 1.96983e-08 1.3185e-08 4.2153e-08 1.84648e-08 5.27532e-08 2.2536e-08 1.58428e-08 1.29924e-07 8.9845e-08 8.42211e-08 1.77498e-07 1.44992e-07 4.71195e-08 3.61203e-08 3.22948e-08 3.40922e-08 3.29343e-08 4.67337e-08 2.21811e-08 4.9805e-08 4.14844e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.098289999999999975 -0.084889999999999979 0.085855000000000015 0.086035000000000014 0.11418000000000002 0.097385000000000013 -0.08824499999999999 -0.23752499999999996 0.32523500000000005 -0.061919999999999996 -0.05208999999999999 0.092095000000000024 -0.087424999999999989 0.087495000000000017 -0.086079999999999976 0.10402500000000002 0.08610000000000001 -0.085384999999999975 -0.0094449999999999968 -0.084639999999999979 0.077020000000000019 -0.082414999999999988 -0.081889999999999991 -0.080544999999999992 -0.078064999999999982 -0.076494999999999994 -0.073194999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 8 9 -6 -3 12 13 -12 15 16 18 -17 19 20 -14 -22 -19 24 -24 -26 -27 -28 -29 -30
right_child=1 10 -4 4 7 -7 -8 -9 -10 -11 11 -13 14 -15 -16 17 -18 22 -20 -21 21 -23 23 -25 25 26 27 28 29 -31
leaf_value=-2.3864254993709115e-06 6.3431239249482689e-06 -2.5449057514492779e-06 -4.4873369056909321e-06 5.2907950568489338e-06 7.8863804555155747e-07 -1.71608353618715e-06 -3.2327430701462573e-07 -4.2833546854126331e-06 3.381612124940148e-06 -3.1780300252003443e-06 1.5905071709961965e-06 4.606472757586744e-06 -7.9872162473293439e-06 -5.3417900428188584e-06 3.2949715248486468e-06 5.0961246792472333e-06 -8.4954802468928404e-06 -3.8659857286423481e-06 -3.9293656262392085e-06 9.1693454621122331e-06 4.9101724252304178e-06 -1.4056422558150234e-06 3.4164230388948157e-06 -3.6987623235765337e-06 -3.6613727464403689e-06 4.1232187706035413e-06 -2.8358243123757685e-06 4.1656569476736906e-06 -4.4285810786061033e-06 3.5554971577511865e-08
leaf_weight=28 21 20 27 27 21 22 21 20 25 31 21 20 20 23 21 35 20 24 36 24 27 21 30 23 24 28 27 29 21 2384
leaf_count=28 21 20 27 27 21 22 21 20 25 31 21 20 20 23 21 35 20 24 36 24 27 21 30 23 24 28 27 29 21 2384
internal_value=0 5.95926e-08 -7.78169e-07 -2.64592e-07 9.11649e-08 1.40441e-06 2.83464e-06 -8.56539e-07 3.35425e-08 -1.57611e-06 1.37433e-08 3.16485e-08 -5.91284e-10 -2.03319e-06 3.14182e-08 6.70323e-09 -9.99937e-07 6.34585e-08 1.71242e-07 1.77583e-06 -8.33649e-07 2.147e-06 -4.55045e-09 3.15659e-08 6.53046e-08 2.52992e-08 6.08476e-08 1.46281e-08 4.62477e-08 -3.42501e-09
internal_weight=0 2899 222 195 167 70 48 97 77 52 2878 2858 2838 44 2794 2773 148 2625 128 92 68 48 2590 2566 2543 2513 2489 2461 2434 2405
internal_count=3121 2899 222 195 167 70 48 97 77 52 2878 2858 2838 44 2794 2773 148 2625 128 92 68 48 2590 2566 2543 2513 2489 2461 2434 2405
is_linear=0
shrinkage=0.1


Tree=6591
num_leaves=31
num_cat=0
split_feature=156 475 1204 16 43 16 2 15 51 50 42 1456 52 1453 1455 1456 483 483 12 483 483 481 3 42 1456 133 1447 481 2 1210
split_gain=1.6842e-08 2.3829e-08 1.42138e-08 1.6428e-08 6.03625e-08 9.20345e-08 2.75167e-08 5.30078e-08 3.25161e-08 2.59657e-08 1.93328e-07 3.05781e-08 5.72258e-08 2.66964e-08 3.72955e-08 5.60257e-08 4.20901e-08 3.65337e-08 9.382e-08 8.12225e-08 4.56193e-08 3.20578e-08 1.52871e-07 3.25613e-07 2.47706e-07 2.70681e-07 1.87768e-07 4.57852e-08 3.1358e-08 1.68173e-07
threshold=0.3248100000000001 0.13528000000000004 0.053645000000000005 0.5136400000000001 -0.095049999999999982 0.63636000000000015 0.10613000000000002 -0.028889999999999996 -0.42247999999999991 -0.099524999999999988 0.094365000000000018 0.10959500000000001 -0.034054999999999995 1.0000000180025095e-35 -0.097209999999999977 -0.23007499999999997 0.13622000000000004 0.10143000000000001 0.089735000000000023 0.096720000000000014 0.095085000000000017 -0.081614999999999979 -0.085784999999999986 0.085730000000000015 0.085755000000000012 0.085635000000000003 -0.0035149999999999995 -0.079764999999999989 0.084755000000000011 -0.14175499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -5 6 7 -6 -8 10 -1 13 -13 14 15 -11 17 19 -19 20 21 22 23 -16 25 26 -24 -23 29 -29
right_child=-2 -3 -4 4 5 -7 8 -9 -10 11 -12 12 -14 -15 16 -17 -18 18 -20 -21 -22 27 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.3078132200124754e-06 -2.6960459526099327e-06 3.377126077317544e-06 2.1631429520615107e-06 -5.7648868703282741e-06 -3.6249941014432351e-06 4.7276121976884848e-06 -3.6515179544949207e-07 3.4882606087194291e-06 -5.685023678678489e-06 1.1518978746088189e-07 9.7654226032145319e-06 1.044776337783498e-06 -6.0891199332811244e-06 2.7317753645345674e-06 -2.042199627215847e-06 -6.8146020203130321e-06 4.6103083138859801e-06 7.8809033051844122e-07 -6.607167468810703e-06 5.5228156461516351e-06 -4.1581110333656672e-06 -4.7945906476343229e-06 5.2428280221761272e-06 1.536642038488589e-05 -1.0288418811147235e-05 1.1893262012563355e-05 -7.6452317706263359e-06 8.9452479820149325e-06 -2.4553360754916302e-07 2.7071477793210934e-07
leaf_weight=36 23 21 30 23 20 29 20 22 27 28 21 22 23 36 22 20 20 42 29 27 26 20 20 21 21 20 26 23 1613 790
leaf_count=36 23 21 30 23 20 29 20 22 27 28 21 22 23 36 22 20 20 42 29 27 26 20 20 21 21 20 26 23 1613 790
internal_value=0 2.0012e-08 -2.89976e-09 -2.42261e-08 -1.07836e-06 -1.64882e-07 -1.75907e-06 1.00996e-07 -3.42125e-06 2.69207e-08 2.14022e-06 -1.53601e-08 -2.60144e-06 2.61425e-08 -9.04632e-09 -2.77222e-06 3.97156e-08 5.85939e-09 -2.23251e-06 6.63098e-08 9.68962e-09 5.17559e-08 1.58196e-06 6.45968e-06 -8.28862e-07 2.181e-06 -2.04173e-06 -2.95716e-08 9.71132e-09 5.1612e-07
internal_weight=0 3098 3077 3047 141 118 89 42 47 2906 57 2849 45 2804 2768 48 2720 2700 71 2629 2602 2576 130 43 87 66 46 2446 2426 813
internal_count=3121 3098 3077 3047 141 118 89 42 47 2906 57 2849 45 2804 2768 48 2720 2700 71 2629 2602 2576 130 43 87 66 46 2446 2426 813
is_linear=0
shrinkage=0.1


Tree=6592
num_leaves=31
num_cat=0
split_feature=403 2 133 403 1210 1210 1211 50 4 4 3 399 399 13 13 13 0 151 3 3 2 481 13 16 133 1371 151 4 4 151
split_gain=1.50328e-08 2.09151e-07 1.51794e-07 4.69589e-08 3.57867e-08 2.9268e-08 1.62085e-08 7.97221e-08 5.47293e-08 6.7165e-08 6.06116e-08 2.60779e-08 4.44098e-08 1.62625e-08 6.47945e-08 1.5736e-07 1.33753e-07 7.05733e-08 9.20006e-08 1.34694e-07 8.35249e-08 6.58368e-08 6.11686e-08 1.74225e-07 2.986e-07 1.40486e-07 9.48391e-08 8.84663e-08 1.70771e-07 4.72678e-08
threshold=-0.54856499999999986 0.083715000000000026 0.40304500000000004 -0.53960999999999981 -0.3960249999999999 -0.094799999999999982 0.088310000000000013 0.096900000000000014 -0.079329999999999984 -0.07533999999999999 -0.082794999999999994 0.091895000000000018 0.10788500000000002 -0.084034999999999985 -0.081434999999999994 -0.081029999999999977 -0.089604999999999976 -0.083919999999999981 -0.082879999999999995 -0.082094999999999987 0.092365000000000017 -0.15036499999999997 -0.085804999999999979 -0.0087049999999999992 0.08653000000000001 0.083235000000000017 -1.0000000180025095e-35 -0.081609999999999988 -0.0086549999999999978 -0.10007499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 11 8 10 -10 -8 13 -13 22 16 -16 -15 -18 -19 -20 -21 -17 25 24 27 29 -25 -24 -29 -7
right_child=3 2 -4 4 5 6 7 -9 9 -11 -12 12 -14 14 15 21 17 18 19 20 -22 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=6.5269578087844861e-06 4.8606810241835771e-06 -1.1957386550420779e-05 3.6308620565250749e-07 -3.9303869293096642e-06 3.0860109210416637e-06 -3.489813025902593e-06 -5.3764411665079319e-07 5.6182895605161322e-06 -6.0573932737147868e-06 6.5250275180720305e-07 6.5233710711254395e-06 -4.3285732589045996e-06 8.0254380185168338e-07 -4.8335402316486886e-06 -8.4278926558247572e-06 5.3974148549993677e-06 -1.945721975392768e-06 8.3509781778023326e-06 -4.34179601556521e-06 7.8143213222069284e-06 -6.6244452186352153e-09 1.1701535371522966e-08 -6.4709179737705696e-06 7.8075787668702957e-06 -1.381193871452524e-05 8.2630504658709471e-06 -1.6962606726641145e-06 6.8670476525767296e-06 -5.2131701233354924e-06 -2.7083422786698612e-08
leaf_weight=21 20 20 20 23 31 42 31 30 26 35 20 37 31 24 22 23 22 37 22 36 22 1727 22 21 26 20 21 25 22 642
leaf_count=21 20 20 20 23 31 42 31 30 26 35 20 37 31 24 22 23 22 37 22 36 22 1727 22 21 26 20 21 25 22 642
internal_value=0 -1.55442e-06 -5.79715e-06 3.09847e-08 -7.89623e-10 2.91675e-08 -2.56795e-09 1.0401e-06 -1.86198e-07 -2.20745e-06 2.23138e-06 -5.46281e-08 -1.98939e-06 -7.23489e-09 1.52331e-07 -2.31741e-08 2.06028e-06 3.25058e-06 4.22766e-06 2.32063e-06 4.84776e-06 8.24852e-08 -3.7437e-07 -2.30764e-06 -4.67878e-06 1.84844e-09 3.05566e-06 -1.2373e-06 1.21248e-06 -2.39707e-07
internal_weight=0 61 40 3060 3040 3017 2986 142 112 61 51 2844 68 2776 1935 1772 163 139 117 80 58 1750 841 137 95 704 42 69 47 684
internal_count=3121 61 40 3060 3040 3017 2986 142 112 61 51 2844 68 2776 1935 1772 163 139 117 80 58 1750 841 137 95 704 42 69 47 684
is_linear=0
shrinkage=0.1


Tree=6593
num_leaves=31
num_cat=0
split_feature=132 1186 1185 393 50 4 0 132 399 2 1420 157 474 1429 1429 51 157 51 49 157 1446 157 13 1445 1447 1446 480 481 43 481
split_gain=1.42521e-08 4.13981e-07 2.44861e-07 3.92562e-08 2.71184e-08 1.99262e-08 3.04663e-08 2.52519e-08 2.74566e-08 1.61699e-08 1.40926e-08 4.30157e-08 1.8972e-08 4.73831e-08 1.93552e-08 5.09017e-08 2.09774e-08 9.17578e-08 8.81432e-08 7.31318e-08 5.27688e-08 3.81868e-08 3.29372e-08 2.80178e-08 3.31423e-08 5.21843e-08 6.05863e-08 4.38275e-08 1.06397e-07 6.32844e-08
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10317000000000003 0.09227500000000001 0.10924000000000002 -0.09515499999999999 -0.43443999999999999 0.084750000000000006 0.085485000000000019 0.056520000000000008 0.63397500000000007 -0.090834999999999985 -0.072014999999999982 -0.060529999999999994 -0.088764999999999983 -0.087424999999999989 -0.085534999999999986 0.08610000000000001 -0.086079999999999976 0.082445000000000004 -0.084639999999999979 -0.078279999999999975 0.077020000000000019 0.059120000000000013 -0.088809999999999986 0.11387000000000001 -0.087424999999999989 -0.025214999999999998 -0.085629999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -8 -9 -10 11 12 13 -4 15 -14 17 -16 20 -18 22 -21 -19 24 25 -23 27 28 -27 -29
right_child=2 -3 10 -5 -6 -7 7 8 9 -11 -12 -13 14 -15 16 -17 19 18 -20 21 -22 23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=3.940883225368452e-06 -1.0568530544994496e-05 1.3788276894708609e-05 -4.9380892776823132e-06 -4.7616992906980511e-06 -3.1034307826134694e-06 -2.5140829323044318e-06 -3.1404179492255939e-06 3.9430578951959473e-06 1.7240562465303809e-06 -1.5680816272219385e-06 -2.4438349575338297e-06 4.6628247650915003e-06 -8.2821151373999923e-07 8.9445841695123833e-07 -6.4285306263156124e-06 4.2876725642968635e-06 4.6718522379010486e-06 2.7978981279375151e-06 5.2957454029183287e-06 -3.9669250786763166e-06 -5.8093659604418505e-06 -5.0501794896717911e-06 -1.8757045432649694e-06 -3.4332010361891742e-06 3.7712321329763656e-06 -8.1807281189650823e-06 5.4268757377853732e-06 4.6520689435662165e-06 2.0106102374484184e-06 2.9936991408330045e-08
leaf_weight=25 22 22 26 21 27 21 20 21 25 37 23 20 41 30 27 37 34 25 25 24 21 20 38 23 24 21 21 30 20 2350
leaf_count=25 22 22 26 21 27 21 20 21 25 37 23 20 41 30 27 37 34 25 25 24 21 20 38 23 24 21 21 30 20 2350
internal_value=0 7.77892e-07 -5.87033e-08 -6.75044e-07 -1.87432e-07 3.4097e-07 8.09378e-07 4.93033e-08 8.17911e-07 -2.40607e-07 2.15801e-08 4.14277e-08 8.84821e-09 -1.81351e-06 4.55444e-08 1.59855e-06 7.29463e-10 -1.20958e-06 8.31893e-08 6.48517e-08 -1.46817e-06 3.01281e-09 -2.11003e-08 4.09875e-08 7.313e-08 3.70803e-08 7.8745e-08 3.23548e-08 -3.20934e-06 8.81992e-08
internal_weight=0 219 2902 197 176 149 128 103 83 62 2880 2857 2837 56 2781 78 2703 136 109 2567 84 2533 63 2509 2486 2462 2442 2421 41 2380
internal_count=3121 219 2902 197 176 149 128 103 83 62 2880 2857 2837 56 2781 78 2703 136 109 2567 84 2533 63 2509 2486 2462 2442 2421 41 2380
is_linear=0
shrinkage=0.1


Tree=6594
num_leaves=31
num_cat=0
split_feature=156 472 1429 475 475 475 475 49 12 1375 2 475 480 481 2 481 484 484 133 43 1 51 484 159 13 12 13 158 1420 1420
split_gain=1.38026e-08 2.65058e-08 1.81481e-08 1.91425e-08 2.64408e-08 2.84023e-08 8.59976e-08 7.74842e-08 9.26525e-08 7.53961e-08 1.94092e-07 7.8692e-08 2.09401e-08 3.35471e-08 1.55961e-07 5.51217e-08 2.07068e-08 8.37942e-08 6.71508e-08 8.8213e-08 8.64223e-08 1.18133e-07 1.1797e-07 1.81137e-07 4.77201e-08 4.33975e-08 5.91113e-08 3.91613e-08 3.16172e-08 4.07249e-08
threshold=0.3248100000000001 -0.097514999999999977 0.12387000000000002 -0.44510499999999992 -0.10664 -0.086304999999999979 -0.085774999999999976 -0.0087049999999999992 0.083935000000000023 -0.15308499999999997 0.091265000000000013 -0.085024999999999989 -0.092774999999999982 -0.087424999999999989 0.084145000000000011 -0.085804999999999979 0.073690000000000019 0.085790000000000019 0.090445000000000011 -0.078654999999999989 0.085475000000000009 -0.085039999999999991 0.090535000000000018 0.11084000000000001 -0.074519999999999989 0.083815000000000014 -0.084154999999999994 0.13727500000000004 -0.08341999999999998 -0.07737999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 7 -7 -6 -9 10 -8 -11 -13 14 -14 -15 27 -18 20 -20 21 -19 -22 24 -24 -23 -27 28 -17 -30
right_child=-2 2 -4 4 5 6 9 8 -10 11 -12 12 13 15 -16 16 17 18 19 -21 22 25 23 -25 -26 26 -28 -29 29 -31
leaf_value=3.6467986751631546e-06 -2.440683740291127e-06 2.9542737949710003e-06 -2.8673107501411075e-06 -2.738819929228547e-06 6.7702166100626414e-06 -6.5564334863665867e-06 8.6269620130252643e-06 4.7786181539777322e-06 -4.2746614186538725e-06 -5.4183193272879012e-06 -3.9308819236794082e-06 3.0791480557209896e-06 -7.8624320609930827e-06 5.2649609844479529e-06 2.1506018895576875e-06 3.6281293309121282e-06 5.4590038042292965e-06 -9.2533174514149622e-06 8.4161758855944279e-06 -5.4817730178120147e-07 8.2132056279858394e-06 -5.0165572378091386e-06 1.2603095759307812e-07 -7.4852799154238411e-06 5.9209267398593378e-06 3.5144062966566946e-06 -2.3697911208393255e-06 -4.3989106123782607e-06 -4.5908649303783027e-06 -5.9404460052928887e-08
leaf_weight=20 23 22 22 35 23 20 32 20 26 27 20 22 28 20 35 23 34 21 21 23 21 20 30 24 27 31 38 21 20 2372
leaf_count=20 23 22 22 35 23 20 32 20 26 27 20 22 28 20 35 23 34 21 21 23 21 20 30 24 27 31 38 21 20 2372
internal_value=0 1.81166e-08 -5.46162e-09 1.51407e-08 -6.17141e-09 2.57201e-08 -2.15056e-08 2.0311e-06 -3.38453e-07 2.3408e-08 3.79702e-06 -4.52512e-08 5.99316e-09 -1.80757e-08 -2.29964e-06 3.42689e-08 -4.10741e-09 7.94683e-07 1.75203e-07 3.73026e-06 -5.6264e-07 -2.50688e-06 1.53408e-06 -1.9754e-07 2.87098e-06 -9.15018e-07 2.73834e-07 -9.92015e-08 -6.18127e-08 -9.72929e-08
internal_weight=0 3098 3078 3056 3034 2999 2930 69 46 2910 52 2858 2831 2809 63 2746 2726 290 256 44 212 110 102 81 57 89 69 2436 2415 2392
internal_count=3121 3098 3078 3056 3034 2999 2930 69 46 2910 52 2858 2831 2809 63 2746 2726 290 256 44 212 110 102 81 57 89 69 2436 2415 2392
is_linear=0
shrinkage=0.1


Tree=6595
num_leaves=31
num_cat=0
split_feature=483 12 158 482 482 42 12 42 4 11 9 33 8 13 484 133 159 484 475 51 2 484 159 484 481 42 42 42 480 4
split_gain=1.38524e-08 4.90012e-08 2.33267e-08 2.70398e-08 1.00933e-07 9.68412e-08 5.08389e-08 3.97516e-08 3.00124e-08 3.66431e-08 3.9697e-08 6.34461e-08 6.10948e-08 2.90873e-08 2.5287e-08 1.34169e-07 8.32846e-08 2.69468e-08 1.6758e-07 1.489e-07 2.33279e-07 8.21862e-08 6.69851e-08 4.89697e-08 3.37462e-08 1.71251e-07 2.48628e-07 9.31758e-08 1.06742e-07 1.43833e-07
threshold=0.12325000000000001 0.094435000000000005 -0.47356499999999996 0.089605000000000018 0.087425000000000017 0.096450000000000022 0.088045000000000012 0.08511500000000001 0.62931500000000018 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 0.092550000000000007 -0.087184999999999985 0.10455500000000001 0.090665000000000009 -0.014584999999999999 0.085790000000000019 -0.085774999999999976 -0.085384999999999989 0.087505000000000013 0.073690000000000019 0.083335000000000006 0.058970000000000009 -0.073474999999999985 0.091205000000000008 0.089905000000000013 0.086950000000000013 0.086930000000000021 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 8 6 7 13 9 -4 11 -11 -12 -5 17 16 -16 21 -19 20 -20 23 -23 24 25 26 27 28 29 -13
right_child=1 -3 3 5 -6 -7 -8 -9 -10 10 12 14 -14 -15 15 -17 -18 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.133068238033351e-06 -5.0755641827100085e-06 1.0594658753385982e-06 4.0175762893815538e-06 -2.894043103134953e-06 6.8136692603233815e-06 -7.809953910395963e-06 2.5965369516711689e-06 -5.3925258250522099e-06 -3.7520960545190888e-06 4.9715319129553307e-06 -7.0262103043816644e-06 -7.7842410584188269e-06 7.9010269132595573e-07 2.091579814987199e-06 2.3758690405075971e-06 8.8503680035501014e-06 -5.327719989746465e-06 -8.8045698931864534e-06 -2.5367017065036638e-06 -2.6775232409903541e-06 1.273677458812017e-05 7.3328522413855054e-06 8.8649165149945478e-07 -4.8732696216445355e-06 -1.2716276756573785e-07 8.0570104897091253e-06 -9.2111115309307942e-06 6.3676329915551833e-06 3.7649510431947421e-06 3.0207551720774395e-06
leaf_weight=24 23 30 23 22 22 20 40 22 21 26 20 28 20 25 36 20 23 25 20 64 20 27 40 21 2306 31 25 32 43 22
leaf_count=24 23 30 23 22 22 20 40 22 21 26 20 28 20 25 36 20 23 25 20 64 20 27 40 21 2306 31 25 32 43 22
internal_value=0 -1.60291e-06 2.76831e-08 3.1991e-09 6.58973e-08 -1.41359e-06 -2.39941e-07 -1.88428e-06 1.45835e-08 4.21253e-08 1.00315e-08 5.45752e-08 -3.11805e-06 -2.42116e-07 8.63889e-09 1.77217e-06 -6.27225e-07 -4.28843e-08 -1.45329e-06 3.13846e-07 5.10004e-06 2.77729e-08 3.48428e-06 -6.4566e-08 -2.39617e-08 1.29085e-06 -1.07485e-07 1.71324e-06 1.11729e-07 -3.03004e-06
internal_weight=0 53 3068 3044 2915 129 109 69 2893 2872 2849 2809 40 47 2783 79 59 2704 129 104 40 2575 67 2508 2487 181 150 125 93 50
internal_count=3121 53 3068 3044 2915 129 109 69 2893 2872 2849 2809 40 47 2783 79 59 2704 129 104 40 2575 67 2508 2487 181 150 125 93 50
is_linear=0
shrinkage=0.1


Tree=6596
num_leaves=31
num_cat=0
split_feature=1429 474 157 475 475 156 475 1375 3 475 3 474 1429 12 3 1429 471 1419 474 3 1443 1443 1443 133 481 133 1447 133 133 403
split_gain=1.45423e-08 4.35656e-08 2.13288e-08 2.63462e-08 2.46364e-08 6.78652e-08 6.0199e-08 5.61749e-08 1.63096e-07 7.29105e-08 5.45908e-08 2.23548e-08 2.91407e-08 8.21698e-08 9.7191e-08 2.06715e-08 2.13609e-08 2.60959e-08 2.68867e-08 4.98822e-08 2.15429e-08 2.70786e-08 2.58549e-08 2.95231e-08 2.39956e-07 2.30743e-07 9.77229e-08 8.43839e-08 7.96601e-08 7.26488e-08
threshold=0.12521000000000002 -0.45463999999999999 0.32331500000000007 -0.10664 -0.086304999999999979 0.087610000000000007 -0.085774999999999976 -0.15308499999999997 0.092670000000000016 -0.085024999999999989 -0.085709999999999995 -0.090259999999999993 -0.060529999999999994 0.09334000000000002 -0.082234999999999989 -0.0079199999999999982 0.093985000000000013 0.086890000000000009 0.09653500000000001 -0.082234999999999989 0.088675000000000018 0.092480000000000021 1.0000000180025095e-35 0.091250000000000012 -0.086219999999999977 0.089980000000000018 0.059120000000000013 0.089405000000000012 0.088385000000000005 -0.55327499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 10 -6 8 -8 -9 -5 -11 13 14 -13 -14 17 18 20 -20 22 -22 23 25 -25 26 27 28 -17 -26
right_child=-2 2 -4 4 6 -7 7 9 -10 11 -12 12 15 -15 -16 16 -18 -19 19 -21 21 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=-4.5566186610726402e-06 2.6878510573169482e-06 -2.383337268418512e-06 3.1896630042908891e-06 3.8216794655454584e-06 -5.4845965951244584e-06 6.3383087605040561e-06 7.7053494848655653e-06 -5.2106083162302471e-06 -3.8061918212406454e-06 -3.3209180674020898e-06 -2.9231210388995048e-06 9.3527663529985582e-06 -3.0053683046745672e-06 -3.2382169427530081e-06 7.4751894861232621e-07 1.0933232637127138e-07 2.6588478355430805e-06 -2.6986716041695523e-06 5.8927433573527113e-06 -1.5125461092995668e-07 -4.6119938696906704e-06 9.8438494415649288e-08 3.0823267243923275e-06 -1.1160655577398194e-05 5.2358894112350524e-06 1.0109287928650663e-05 -6.7505583155295988e-06 -5.9127518041983104e-06 6.0303196456199821e-06 -5.1110038610810913e-07
leaf_weight=21 20 46 21 20 20 23 32 27 20 20 30 21 23 22 35 1882 30 36 22 36 23 26 27 21 23 23 21 23 23 504
leaf_count=21 20 46 21 20 20 23 32 27 20 20 30 21 23 22 35 1882 30 36 22 36 23 26 27 21 23 23 21 23 23 504
internal_value=0 -1.73394e-08 1.36102e-08 -8.19337e-09 2.80684e-08 1.84275e-06 -1.69902e-08 2.04592e-08 3.27783e-06 -3.86006e-08 -2.25201e-07 1.05526e-08 3.41717e-08 1.94013e-06 3.97449e-06 -2.00263e-08 5.21739e-09 -2.4377e-08 1.18983e-08 2.1413e-06 -3.56769e-08 -2.11258e-06 4.27927e-09 -2.86998e-08 -6.77998e-07 1.51734e-07 3.42256e-08 1.08126e-07 1.80819e-07 -2.60283e-07
internal_weight=0 3101 3080 3059 3013 73 2940 2920 52 2868 50 2841 2821 78 56 2743 2720 2690 2654 58 2596 49 2547 2520 548 1972 1949 1928 1905 527
internal_count=3121 3101 3080 3059 3013 73 2940 2920 52 2868 50 2841 2821 78 56 2743 2720 2690 2654 58 2596 49 2547 2520 548 1972 1949 1928 1905 527
is_linear=0
shrinkage=0.1


Tree=6597
num_leaves=31
num_cat=0
split_feature=480 1373 150 1374 133 133 480 42 402 157 403 480 1375 1372 1452 160 50 133 133 51 133 12 1455 1455 457 457 1447 13 13 33
split_gain=1.43577e-08 1.34079e-08 3.88073e-08 5.14149e-08 2.22583e-08 1.91296e-07 1.14116e-07 3.19575e-07 1.44632e-07 9.70893e-08 9.16152e-08 8.1543e-08 7.0288e-08 6.43627e-08 5.40479e-08 5.24346e-08 5.54282e-08 4.64779e-08 9.54412e-08 6.47479e-08 5.92135e-08 1.21847e-07 5.4582e-08 8.28413e-08 5.62504e-08 9.52131e-08 5.47742e-08 5.45582e-08 5.02692e-08 4.67942e-08
threshold=-0.092774999999999982 -1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.09112000000000002 0.090310000000000015 0.086995000000000017 0.091205000000000008 0.10874500000000002 -0.073574999999999988 -0.55276999999999987 0.11303500000000001 -0.15308499999999997 -0.081219999999999987 -0.069739999999999983 0.090980000000000019 0.13060500000000003 0.087720000000000006 0.087495000000000003 -0.019375 0.086910000000000015 0.083935000000000023 -0.097209999999999977 -0.076939999999999995 -0.086004999999999984 -0.09521499999999998 1.0000000180025095e-35 -0.081659999999999996 -0.082574999999999982 -0.0066799999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 11 8 -8 9 -6 -11 12 -5 -14 -15 16 -12 18 20 -19 22 -22 -16 -24 25 28 29 -21 -25 -26
right_child=1 2 -4 4 6 -7 7 -9 -10 10 15 -13 13 14 17 -17 -18 19 -20 27 21 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=2.2542748468420577e-06 -2.2817149220836308e-06 -4.8489475582093952e-06 4.0909838320579228e-06 5.6210029094433162e-06 -7.2637582525203471e-06 9.2144717951748106e-06 -1.4947344830034126e-05 1.072277364349275e-06 8.2339013980003992e-06 -6.4718612086587449e-06 1.966648622337943e-07 -4.8856352067918067e-06 -5.5827705545752335e-06 -3.9036873345415221e-06 -4.0395949326921259e-06 -3.250841237851481e-06 5.4604895954720897e-06 7.0302145724616084e-06 -6.4820487606001819e-06 2.9406029473951397e-06 -1.4273561437979274e-06 8.6493007908453982e-06 5.7313012295988029e-06 2.4532983161407177e-06 4.3806284686525038e-06 -8.3685882578893574e-06 4.2531305325610452e-06 -2.1730921138682525e-06 -4.0190291827679219e-06 2.6232452786313266e-08
leaf_weight=28 26 22 23 23 20 23 20 33 20 22 422 33 20 33 32 42 21 22 22 54 24 24 26 28 25 21 32 34 21 1925
leaf_count=28 26 22 23 23 20 23 20 33 20 22 422 33 20 33 32 42 21 22 22 54 24 24 26 28 25 21 32 34 21 1925
internal_value=0 -2.04015e-08 -1.23162e-09 -3.21518e-08 2.91424e-09 1.37993e-07 -5.42354e-07 -4.97286e-06 -1.13072e-07 -4.29846e-07 -1.60263e-07 5.09739e-08 1.19828e-07 6.58255e-08 1.14457e-07 1.26036e-07 4.46192e-07 1.72361e-07 7.11624e-08 2.17793e-06 1.3797e-07 3.61097e-06 5.89633e-08 1.22079e-07 5.10067e-08 -2.73497e-06 1.49401e-07 9.64857e-07 -3.20556e-07 8.2058e-08
internal_weight=0 3093 3067 3044 3022 2422 600 53 547 527 507 2399 2366 2343 2323 485 443 2290 2180 110 2158 48 2110 2078 2052 70 1982 88 49 1950
internal_count=3121 3093 3067 3044 3022 2422 600 53 547 527 507 2399 2366 2343 2323 485 443 2290 2180 110 2158 48 2110 2078 2052 70 1982 88 49 1950
is_linear=0
shrinkage=0.1


Tree=6598
num_leaves=31
num_cat=0
split_feature=481 12 12 1446 1447 133 1447 2 1453 480 1453 1455 16 16 1455 48 0 1428 473 1456 1456 52 52 1446 160 160 50 132 1211 50
split_gain=1.54445e-08 8.17575e-08 2.94547e-07 1.80811e-07 1.16998e-07 2.43009e-07 2.49595e-07 7.18248e-08 3.90226e-08 1.95354e-08 2.88711e-08 2.66357e-08 6.75552e-08 4.24872e-08 2.78004e-08 6.70491e-08 7.35748e-08 6.0594e-08 3.48661e-08 3.31774e-08 6.65487e-08 3.40079e-08 4.06794e-08 5.58825e-08 6.96059e-08 8.14314e-08 5.12222e-08 2.57448e-07 3.66753e-07 1.07856e-07
threshold=-0.081614999999999979 0.083715000000000026 0.083985000000000018 0.083530000000000007 -0.086279999999999982 0.086990000000000012 1.0000000180025095e-35 0.085345000000000018 -0.085754999999999984 -0.077799999999999994 -0.079499999999999987 0.098910000000000012 0.051380000000000002 -0.034884999999999992 0.0034400000000000008 0.083180000000000018 -0.085939999999999989 -0.071779999999999997 -0.072684999999999986 -0.11085999999999999 -0.3456749999999999 0.55608500000000005 0.51307000000000014 -0.088809999999999986 -0.52439499999999983 -0.42113499999999993 0.090630000000000016 -0.083284999999999984 0.11048500000000001 0.089890000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 6 7 -6 -2 -10 -11 14 13 -13 17 16 -16 -12 -19 20 -20 22 23 -21 -25 -26 29 -28 -29 -27
right_child=8 2 4 -5 5 -7 -8 -9 9 10 11 12 -14 -15 15 -17 -18 18 19 21 -22 -23 -24 24 25 26 27 28 -30 -31
leaf_value=3.7565707511281032e-06 -4.4565093782011902e-06 1.2706125959415329e-05 -6.4895740706560904e-06 -9.2159807391825865e-06 5.9994360993544311e-06 1.136022892296751e-05 -1.0572748284403134e-05 -1.7370979440740832e-06 -2.3074866672883418e-06 3.3885324828588636e-06 -5.2529631408953562e-06 -1.907250855986825e-06 -6.1348730787358365e-06 3.8134661986077847e-06 -4.9180978635376965e-06 6.1585142573221681e-06 2.7256597872217434e-06 4.1763317858567464e-06 -3.9010693956609637e-07 -5.327392800609232e-06 7.0086545805736483e-06 -3.1162626465667624e-06 3.8398318599353875e-06 4.5420200904393853e-06 -5.8777737460028826e-06 -1.178128080237957e-07 1.0925385832706524e-05 1.5917312152388629e-06 -1.0512967912745808e-05 -7.0021375093979859e-06
leaf_weight=21 20 22 22 22 28 20 20 21 37 25 22 37 25 20 20 25 34 20 31 20 20 36 27 33 24 2157 25 236 28 23
leaf_count=21 20 22 22 22 28 20 20 21 37 25 22 37 25 20 20 25 34 20 31 20 20 36 27 33 24 2157 25 236 28 23
internal_value=0 9.09973e-07 2.13548e-06 -2.88055e-06 4.03976e-08 1.65455e-06 -1.15869e-06 2.68378e-06 -5.43766e-08 -2.42766e-08 4.97509e-09 -2.45705e-08 -1.80086e-06 1.00018e-07 2.78049e-08 1.87688e-06 -1.05362e-07 -2.62575e-08 1.66483e-08 -1.46275e-08 2.51137e-06 -6.4005e-08 -2.12995e-08 -6.22463e-08 -2.05587e-08 -8.09538e-08 -2.46056e-08 1.22637e-06 3.07899e-07 -1.90446e-07
internal_weight=0 176 133 43 111 89 69 49 2945 2925 2888 2863 82 57 2781 79 54 2702 2680 2660 51 2609 2573 2546 2526 2493 2469 289 264 2180
internal_count=3121 176 133 43 111 89 69 49 2945 2925 2888 2863 82 57 2781 79 54 2702 2680 2660 51 2609 2573 2546 2526 2493 2469 289 264 2180
is_linear=0
shrinkage=0.1


Tree=6599
num_leaves=31
num_cat=0
split_feature=1211 403 1186 132 132 50 1211 132 399 130 133 13 0 52 133 403 9 33 9 12 403 34 11 401 42 133 3 1210 133 15
split_gain=1.9629e-08 4.90633e-08 1.91894e-08 9.82244e-08 4.35384e-08 5.8574e-07 5.18462e-07 6.44296e-08 3.93816e-08 6.42379e-08 3.60457e-08 2.07738e-08 4.88373e-08 2.06936e-08 3.90902e-08 2.10931e-08 2.03657e-08 4.23056e-08 3.04833e-08 2.57857e-08 1.62192e-08 1.57735e-08 4.59682e-08 1.53398e-08 5.49054e-08 5.05587e-08 7.23165e-08 2.1507e-08 2.09505e-08 7.98487e-08
threshold=0.11716500000000001 0.022375000000000003 0.057025000000000006 -0.08101499999999999 -0.083284999999999984 0.10022000000000002 0.11048500000000001 -0.044384999999999994 0.091895000000000018 0.096010000000000012 -0.015164999999999998 -0.010739999999999998 -0.087974999999999984 0.090645000000000017 -0.37971999999999995 -0.023519999999999996 0.092410000000000006 -0.012019999999999998 0.085555000000000006 -0.010834999999999999 -0.089609999999999981 -0.08786999999999999 -1.0000000180025095e-35 -0.06959499999999999 0.10306000000000001 0.51114000000000004 -0.085709999999999995 0.24726500000000004 0.26753000000000005 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 8 7 -6 13 -10 11 -5 -13 14 -1 20 17 -9 21 -18 -16 -19 -23 24 -24 27 -27 28 -25 -30
right_child=1 -3 3 10 6 -7 -8 16 9 -11 -12 12 -14 -15 15 -17 19 18 -20 -21 -22 22 23 25 -26 26 -28 -29 29 -31
leaf_value=-3.5646032511067458e-06 4.3728249128349717e-06 -1.847766560829422e-06 -7.667341574801868e-06 3.9305903897002285e-06 5.5571937125586419e-06 1.7674340872702031e-05 -1.4722640941755572e-05 -4.510204558170829e-06 -6.6263016932403537e-06 8.4759050838803651e-07 -3.6060738648302508e-06 -3.4849860087758446e-06 3.056477889231246e-06 3.0966613883265384e-06 2.1091368229993653e-06 3.7744981727882986e-06 4.7818374650887567e-06 2.7611074665401249e-06 3.5436436310950136e-06 4.4420280405406466e-08 -1.1791406086558709e-06 -4.8337234375139815e-06 5.1762223809722252e-06 3.3997697518157216e-08 -1.3974030716107573e-06 6.6929770554224892e-07 -7.8346117379624048e-06 2.9800697158558861e-06 8.8634330960449657e-07 -4.6653964240952277e-06
leaf_weight=25 32 21 20 20 21 20 24 21 23 23 20 21 25 25 24 20 20 20 24 27 40 20 24 2363 27 20 20 24 63 44
leaf_count=25 32 21 20 20 21 20 24 21 23 23 20 21 25 25 24 20 20 20 24 27 40 20 24 2363 27 20 20 24 63 44
internal_value=0 1.90806e-06 -3.29594e-08 -1.35499e-06 1.43517e-08 1.43911e-06 -8.88167e-08 3.94564e-08 -3.64807e-07 -2.88936e-06 1.12995e-07 1.23999e-06 7.01574e-08 5.01829e-07 -9.33161e-08 9.39805e-07 -3.19083e-09 -3.95152e-08 -4.07372e-09 2.06034e-06 5.39634e-08 -3.651e-08 -5.79888e-08 -2.10392e-08 1.69607e-06 -5.55982e-08 -3.58266e-06 9.70496e-10 -2.79762e-08 -1.39662e-06
internal_weight=0 53 3068 106 2962 200 2762 2738 180 46 86 66 46 134 109 84 2717 2670 2649 47 64 2625 2605 2585 51 2534 40 2494 2470 107
internal_count=3121 53 3068 106 2962 200 2762 2738 180 46 86 66 46 134 109 84 2717 2670 2649 47 64 2625 2605 2585 51 2534 40 2494 2470 107
is_linear=0
shrinkage=0.1


Tree=6600
num_leaves=31
num_cat=0
split_feature=1211 50 1211 132 50 132 52 52 130 133 2 15 9 10 2 11 9 481 1212 481 3 2 159 481 3 481 483 47 47 47
split_gain=2.48688e-08 1.09378e-07 2.92817e-08 2.83374e-08 1.28992e-07 5.1824e-08 2.66183e-08 1.89546e-08 1.86275e-08 1.90427e-08 1.51455e-08 2.30115e-08 1.46635e-08 3.76447e-08 6.61399e-08 4.81207e-08 2.29591e-08 1.4604e-08 6.96023e-08 1.41532e-07 5.57942e-07 1.48655e-07 3.4786e-07 3.86411e-08 3.0681e-08 2.08811e-08 3.9864e-08 1.61975e-08 1.32937e-07 6.76641e-08
threshold=0.11048500000000001 0.096900000000000014 0.12162000000000002 -0.083284999999999984 0.09227500000000001 -0.050879999999999988 0.10347000000000002 0.090645000000000017 0.10923000000000001 -0.14717499999999997 0.085485000000000019 0.084370000000000014 0.092410000000000006 0.053330000000000009 -0.15339499999999998 -1.0000000180025095e-35 0.10750500000000002 -0.081614999999999979 0.087615000000000012 -0.087424999999999989 -0.085784999999999986 0.092875000000000013 -0.085489999999999997 -0.078899999999999984 -0.085709999999999995 -0.073474999999999985 -0.47101999999999994 0.092165000000000011 0.096475000000000019 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -5 7 8 9 -1 11 -11 13 15 -15 -7 -14 18 19 21 -21 22 -17 -19 -24 -25 -27 29 -29 -28
right_child=1 -3 -4 5 -6 12 -8 -9 -10 10 -12 -13 16 14 -16 17 -18 23 -20 20 -22 -23 24 25 -26 26 27 28 -30 -31
leaf_value=2.2365664209347517e-06 1.5317393756930643e-06 7.7471234083697546e-06 -2.9399082278934608e-06 4.5709404994340732e-06 -7.4827933663154262e-06 4.4708345133888853e-06 -3.4723568855487098e-06 3.1165960717771673e-06 -2.9215751099053752e-06 -1.2114912792071665e-06 -2.1872134994689051e-06 2.9353260995025188e-06 4.10802495025564e-06 1.0756050710369891e-06 -6.9596372215062814e-06 -1.4006467049512139e-05 -2.8132220983514765e-07 -3.5967606575673756e-06 -4.2605254866825616e-06 1.7052512070373875e-05 -3.7258604641416628e-06 6.6486375131220983e-06 4.4977192806072707e-06 2.7215721241157521e-06 -3.8725790163754132e-07 -4.4128954305917782e-06 2.5641747913899321e-09 -6.9267603532440971e-06 -4.444004426404442e-09 5.7069778492968039e-06
leaf_weight=36 32 22 27 25 28 24 22 20 21 32 33 23 22 20 21 20 26 31 23 24 28 22 20 27 36 21 2119 31 264 21
leaf_count=36 32 22 27 25 28 24 22 20 21 32 33 23 22 20 21 20 26 31 23 24 28 22 20 27 36 21 2119 31 264 21
internal_value=0 1.72932e-06 -5.14608e-07 -4.60742e-08 -1.15278e-06 3.81531e-08 -2.04973e-07 2.30679e-07 -1.67379e-07 2.99057e-07 -4.9356e-07 5.22632e-07 -2.31817e-09 -3.25411e-08 -3.04001e-06 1.29425e-08 1.73046e-06 -2.68749e-08 8.61838e-07 1.64727e-06 5.86416e-06 -5.90267e-07 -2.68574e-06 -8.80313e-08 1.35738e-06 -4.42252e-08 -7.46309e-08 -3.72167e-08 -7.31874e-07 5.85421e-08
internal_weight=0 81 59 3040 215 2825 187 165 145 124 88 55 2800 2752 41 2711 48 2687 173 150 52 98 76 2514 56 2483 2456 2435 295 2140
internal_count=3121 81 59 3040 215 2825 187 165 145 124 88 55 2800 2752 41 2711 48 2687 173 150 52 98 76 2514 56 2483 2456 2435 295 2140
is_linear=0
shrinkage=0.1


Tree=6601
num_leaves=31
num_cat=0
split_feature=1211 50 2 132 50 132 399 399 1203 131 133 132 402 1456 52 159 154 157 1456 12 1446 1447 0 1456 1420 1420 11 11 155 16
split_gain=2.01436e-08 8.85965e-08 2.49977e-08 2.29534e-08 1.04484e-07 4.19774e-08 2.32623e-08 3.65519e-08 2.38614e-08 1.59396e-08 3.42965e-08 2.63293e-08 1.62879e-08 1.40207e-08 4.18782e-08 2.56294e-08 2.49634e-08 4.52331e-08 2.18047e-08 1.1482e-07 2.84916e-07 1.48524e-07 9.09905e-08 6.52629e-08 2.86017e-08 4.21291e-08 2.53407e-08 1.19281e-07 9.18941e-08 4.40919e-08
threshold=0.11048500000000001 0.096900000000000014 0.087855000000000003 -0.083284999999999984 0.09227500000000001 -0.050879999999999988 0.091895000000000018 0.10788500000000002 0.088310000000000013 -0.076979999999999979 -0.37971999999999995 -0.095229999999999995 0.087195000000000009 0.10959500000000001 -0.0041199999999999995 0.14765500000000001 0.085530000000000009 0.63604500000000008 0.085275000000000004 0.083985000000000018 0.083715000000000026 -0.086279999999999982 -0.086934999999999985 0.081770000000000023 -0.08341999999999998 -0.078999999999999987 0.088215000000000002 0.095165000000000013 0.13657000000000002 0.41221000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -5 8 -8 9 -1 -11 -12 -13 15 -15 16 17 18 23 20 -20 -21 -23 24 -7 -26 28 -28 -27 -29
right_child=1 -3 -4 5 -6 13 7 -9 -10 10 11 12 -14 14 -16 -17 -18 -19 19 21 -22 22 -24 -25 25 26 27 29 -30 -31
leaf_value=1.8661874726662534e-06 -3.038348280788885e-06 6.972409594461418e-06 1.1821206821120239e-06 4.1138464121104333e-06 -6.734513695911509e-06 2.8836280628585138e-06 -5.203029355644027e-06 7.7037736673446494e-07 3.6153609835309907e-06 -4.4246762354305253e-06 3.2404455623691321e-06 3.9950733172886165e-07 -3.19694771178547e-06 7.5674995839238235e-07 -4.5415726267842385e-06 2.8447817950194576e-06 3.5179233185544948e-06 -4.766101146742585e-06 -1.609425299438254e-06 -7.2096234195949093e-06 1.4266367931980995e-05 7.1460136279624533e-06 -1.0185240483177693e-06 -4.2852890045550241e-06 -4.4965814097286924e-06 -9.8755999044550915e-10 7.2130807405267635e-06 1.1871020177522951e-06 -6.4943881460005116e-06 -4.339185893927193e-06
leaf_weight=31 23 22 36 25 28 34 21 20 20 20 21 34 20 35 26 32 20 20 26 26 20 21 39 36 21 2331 27 42 22 22
leaf_count=31 23 22 36 25 28 34 21 20 20 20 21 34 20 35 26 32 20 20 26 26 20 21 39 36 21 2331 27 42 22 22
internal_value=0 1.55639e-06 -4.63147e-07 -4.14641e-08 -1.0375e-06 3.43407e-08 -1.84475e-07 -2.28917e-06 4.0657e-07 -1.02762e-07 -7.45262e-07 2.35915e-07 -9.32513e-07 -2.08345e-09 -1.50155e-06 3.13111e-08 -1.94756e-09 -2.81468e-08 7.38339e-09 1.26042e-06 5.29309e-06 -8.96586e-07 1.83906e-06 -5.78637e-08 3.03561e-09 -3.66967e-08 1.62473e-09 1.639e-06 -6.16993e-08 -7.12559e-07
internal_weight=0 81 59 3040 215 2825 187 41 146 126 95 75 54 2800 61 2739 2707 2687 2667 132 46 86 60 2535 2499 2465 2444 91 2353 64
internal_count=3121 81 59 3040 215 2825 187 41 146 126 95 75 54 2800 61 2739 2707 2687 2667 132 46 86 60 2535 2499 2465 2444 91 2353 64
is_linear=0
shrinkage=0.1


Tree=6602
num_leaves=31
num_cat=0
split_feature=1447 1456 1446 1419 1419 156 1447 160 160 1443 1455 1455 1455 1453 2 50 1446 1456 1456 1455 3 159 481 480 4 43 4 1429 2 156
split_gain=1.83849e-08 5.87464e-08 3.25084e-08 2.45007e-08 7.55295e-08 8.70993e-08 2.86294e-08 3.94184e-08 2.59434e-08 2.12044e-08 2.33012e-08 3.41033e-08 2.44549e-08 2.49598e-08 1.17337e-07 3.80526e-08 2.47624e-08 9.35121e-08 7.1408e-08 1.60069e-07 6.78307e-08 3.5448e-08 4.24246e-08 5.79404e-08 3.5833e-08 8.42726e-08 3.65208e-08 6.89318e-08 6.92274e-08 1.32356e-07
threshold=-0.086849999999999997 0.085275000000000004 0.037915000000000011 0.087255000000000013 0.089680000000000024 -0.065739999999999979 -0.086219999999999977 -0.55697499999999989 -0.54913999999999985 0.087645000000000015 -0.14432499999999995 -0.088874999999999982 -0.069819999999999979 -0.079499999999999987 0.08839000000000001 -0.46943999999999991 0.083715000000000026 0.090820000000000026 0.090155000000000013 0.0034400000000000008 -0.082284999999999983 0.13810000000000003 -0.00058999999999999992 0.095525000000000013 -0.50940999999999981 -1.0000000180025095e-35 -0.17966999999999997 -0.050194999999999997 0.11067500000000001 0.092190000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -2 -8 -9 10 -10 -12 -13 14 -14 -15 18 20 21 -20 -18 22 -17 24 25 -24 27 -26 29 -29
right_child=3 -3 -4 4 5 -7 7 8 9 -11 11 12 13 15 -16 16 17 -19 19 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=2.5066137197882202e-06 3.0786487896724191e-06 5.4092071562850977e-06 -2.3003065119637005e-06 -6.915038742200912e-06 3.2622075844515438e-06 -4.9288416362070987e-06 -3.902710913140394e-06 3.510480253983891e-06 2.6957490007362141e-06 -2.4996720512985231e-06 -3.2639341798201826e-06 3.2665842473247523e-06 7.729419344503273e-06 -3.5873089276113509e-06 -2.7209312621194344e-06 4.461112295995831e-06 -4.0569740534650652e-06 7.2819337323050027e-06 -9.5650648108858154e-06 1.0431016452264775e-06 2.7015180382828809e-06 4.1106775640963905e-06 8.5807693976141092e-07 -4.9422193607521574e-06 -2.4119343777329052e-06 -6.7048997974640012e-06 -3.9984329676438736e-08 1.9134705882335884e-06 -5.762964999914059e-07 1.1626289096966503e-05
leaf_weight=24 30 26 34 21 34 21 26 21 32 34 32 23 21 30 22 21 27 22 25 33 33 21 34 24 32 26 2288 47 37 20
leaf_count=24 30 26 34 21 34 21 26 21 32 34 32 23 21 30 22 21 27 22 25 33 33 21 34 24 32 26 2288 47 37 20
internal_value=0 1.45938e-06 -3.11236e-07 -4.03613e-08 -1.81324e-06 1.34716e-07 5.14329e-09 -2.63153e-08 8.37876e-09 -1.7122e-08 1.24944e-08 -1.79755e-08 1.93076e-08 -7.72365e-09 2.38273e-06 -4.55139e-08 -6.01431e-09 1.70505e-06 -5.98132e-08 -3.52938e-06 -3.39803e-07 1.91025e-08 -1.48726e-08 -5.23509e-08 -5.10584e-09 -2.41921e-06 5.46493e-08 1.64672e-06 2.89554e-06 4.81282e-06
internal_weight=0 84 58 3037 76 55 2961 2931 2905 2884 2850 2818 2786 2763 43 2720 2690 82 2608 58 60 2550 2529 2508 2484 60 2424 136 104 67
internal_count=3121 84 58 3037 76 55 2961 2931 2905 2884 2850 2818 2786 2763 43 2720 2690 82 2608 58 60 2550 2529 2508 2484 60 2424 136 104 67
is_linear=0
shrinkage=0.1


Tree=6603
num_leaves=31
num_cat=0
split_feature=1211 50 43 132 50 1185 52 15 483 12 158 482 3 1 482 483 482 4 123 1 40 40 42 40 39 9 33 12 42 2
split_gain=1.64099e-08 7.17632e-08 2.49738e-08 1.82931e-08 8.36235e-08 3.83301e-08 2.23343e-08 1.63327e-08 1.3087e-08 4.90207e-08 2.12447e-08 2.3863e-08 1.53431e-07 1.12199e-07 9.50255e-08 1.69743e-07 8.43331e-08 2.67598e-08 2.1147e-08 6.43027e-08 3.68781e-08 4.80757e-08 4.70453e-08 4.11966e-08 3.0043e-08 6.15976e-08 9.21842e-08 3.14904e-08 3.71125e-08 4.60001e-08
threshold=0.11048500000000001 0.096900000000000014 0.057265000000000003 -0.083284999999999984 0.09227500000000001 -0.083264999999999992 0.10347000000000002 0.08517000000000001 0.12325000000000001 0.094435000000000005 -0.47356499999999996 0.098465000000000011 -0.074479999999999977 0.16540500000000002 0.089605000000000018 0.088610000000000008 0.087425000000000017 -0.012889999999999999 0.08592000000000001 0.097115000000000021 -0.061244999999999994 -0.07632499999999999 0.093775000000000011 -0.082239999999999994 -1.0000000180025095e-35 0.092235000000000011 -0.0066799999999999993 -0.093619999999999995 0.092395000000000019 0.090935000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -5 7 -1 10 -10 -7 13 17 14 16 -16 18 -13 24 -20 21 22 23 -21 -12 26 -26 28 29 -28
right_child=1 -3 -4 5 -6 8 -8 -9 9 -11 11 12 -14 -15 15 -17 -18 -19 19 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-2.4297033840271204e-07 1.3513635735762365e-06 6.2791694088818163e-06 -2.8121424365963323e-06 4.3925040349890311e-06 -6.0233033683029396e-06 3.0547333529324058e-06 -3.1564197813209336e-06 2.3040775299558583e-06 -4.9967429435048913e-06 1.2857064803029062e-06 3.6931464355011884e-06 -1.0186051108226261e-06 -9.2142878338563624e-06 7.1621616577679319e-06 4.6098359561138728e-07 -1.118313467659824e-05 6.2411148591805121e-06 3.6640184134739685e-06 -5.2659029243310822e-06 7.0458326675293401e-07 3.3242263494912554e-06 -5.3562501416593027e-06 3.5267654210555422e-06 -4.9167711825827036e-06 6.2903416207404918e-06 -4.0435563985536446e-06 -3.9237656689497925e-07 -1.6618588018300017e-08 -1.8161821199927628e-06 4.6886067389559876e-06
leaf_weight=134 34 22 25 20 28 23 22 31 23 27 23 26 20 22 31 21 22 23 30 32 25 20 27 22 24 36 28 2229 22 49
leaf_count=134 34 22 25 20 28 23 22 31 23 27 23 26 20 22 31 21 22 23 30 32 25 20 27 22 24 36 28 2229 22 49
internal_value=0 1.40475e-06 -4.12834e-07 -3.74358e-08 -9.2663e-07 3.02373e-08 -1.63491e-07 2.35566e-07 -8.66185e-10 -1.60422e-06 2.82328e-08 2.75348e-09 -1.83329e-06 5.03265e-08 -8.91632e-09 -4.24145e-06 7.6094e-08 1.17936e-06 2.32578e-08 -1.1051e-06 -1.14436e-07 -9.6559e-07 1.18523e-07 -1.5856e-06 9.62666e-08 6.16233e-08 1.24458e-07 6.08919e-08 1.80605e-06 2.84098e-06
internal_weight=0 81 59 3040 215 2825 187 165 2805 50 2755 2732 69 2663 2641 52 2589 49 2567 156 126 101 81 54 2411 2388 2352 2328 99 77
internal_count=3121 81 59 3040 215 2825 187 165 2805 50 2755 2732 69 2663 2641 52 2589 49 2567 156 126 101 81 54 2411 2388 2352 2328 99 77
is_linear=0
shrinkage=0.1


Tree=6604
num_leaves=31
num_cat=0
split_feature=132 1211 394 1203 1213 1211 1211 402 131 402 401 15 1210 480 160 133 131 159 15 0 43 52 2 0 1209 15 2 4 1176 1447
split_gain=1.68631e-08 3.7421e-07 2.32284e-07 3.85288e-08 1.56099e-08 2.21131e-08 3.33042e-08 1.42024e-08 4.03637e-08 3.85451e-08 2.05773e-08 1.80984e-08 7.53879e-08 6.55441e-08 6.17155e-08 6.48586e-08 5.79916e-08 2.10861e-07 5.66117e-08 5.03337e-08 4.84301e-08 4.10531e-08 6.37983e-08 4.1028e-08 3.18977e-08 2.99779e-08 1.04216e-07 1.30246e-07 5.08433e-08 4.65797e-08
threshold=-0.083284999999999984 0.085535000000000014 0.12358500000000001 0.089165000000000008 0.51258500000000007 0.12162000000000002 0.10904000000000001 -0.45015499999999992 0.11000000000000001 -0.41596499999999997 -0.099524999999999988 0.094425000000000023 -0.056299999999999996 -0.080264999999999989 -0.53327999999999987 1.0000000180025095e-35 0.09901500000000002 -0.023324999999999995 0.092400000000000024 -0.082284999999999983 -0.0098449999999999979 0.098380000000000009 0.096540000000000015 -0.11437499999999999 0.11240000000000001 0.089595000000000022 0.08839000000000001 -0.081609999999999988 0.087330000000000019 -0.086359999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 7 8 -2 -9 -11 18 -13 -14 -15 16 17 -16 24 23 -21 -17 -23 -19 25 28 27 -27 29 -12
right_child=2 -3 -4 -5 -6 -7 -8 9 -10 10 11 12 13 14 15 21 -18 19 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=7.9806146743839387e-10 -5.1377399540797344e-06 1.3885245422216031e-05 -1.080357516514141e-05 -4.6270354323496583e-06 2.6054288777844627e-06 -2.7108856043393341e-06 3.278124910366387e-06 4.3855210059717827e-06 8.3773872723633344e-07 -2.9357980186735709e-06 2.4021593149152403e-06 6.6579712802194997e-06 5.4425127715425659e-06 -4.317206949347184e-06 1.172978635232929e-05 6.3252221674961875e-07 -2.6010287841087963e-06 8.9767581932915865e-07 -3.9178391632862928e-06 6.8605488297635017e-06 4.6406149318374506e-07 -3.6301622458267961e-08 -7.18043495726306e-06 -4.6774284493784023e-06 3.9495670051792329e-06 -4.5349686248440636e-06 -5.792394152847873e-06 4.8088838775584011e-06 5.034097018778994e-06 -1.1714138676442717e-07
leaf_weight=179 20 20 20 20 23 30 31 20 26 24 76 20 23 31 21 42 26 33 38 20 29 25 25 22 20 26 39 35 20 2137
leaf_count=179 20 20 20 20 23 30 31 20 26 24 76 20 23 31 21 42 26 33 38 20 29 25 25 22 20 26 39 35 20 2137
internal_value=0 8.46151e-07 -6.38553e-08 -4.64311e-07 1.06743e-08 -1.01999e-08 1.84394e-08 -1.76758e-08 -1.7603e-06 1.14523e-08 -2.05687e-08 5.2679e-09 7.15264e-07 3.15082e-07 -1.15323e-07 4.2072e-07 1.69594e-06 2.58971e-06 -8.88638e-08 7.44122e-07 3.07487e-06 -1.67231e-06 -3.60837e-06 -1.33237e-06 -2.70274e-08 -6.11173e-08 -1.75502e-06 8.26258e-07 1.47402e-08 -3.06222e-08
internal_weight=0 219 2902 199 2882 2859 2829 2798 46 2752 2732 2708 317 297 274 243 151 125 2391 104 49 92 50 55 2353 2333 100 61 2233 2213
internal_count=3121 219 2902 199 2882 2859 2829 2798 46 2752 2732 2708 317 297 274 243 151 125 2391 104 49 92 50 55 2353 2333 100 61 2233 2213
is_linear=0
shrinkage=0.1


Tree=6605
num_leaves=31
num_cat=0
split_feature=47 0 47 0 47 0 47 132 1203 132 2 16 12 52 0 15 9 10 131 484 42 0 148 447 14 484 0 158 1455 0
split_gain=1.45406e-08 1.15902e-07 5.70269e-07 1.82839e-07 1.05878e-07 2.91933e-08 2.59715e-08 2.10683e-08 4.59602e-07 2.12707e-07 5.77865e-08 1.99459e-08 3.50055e-08 3.4791e-08 3.11524e-08 2.30982e-08 1.97652e-08 7.08346e-08 1.83448e-08 3.9987e-08 2.58332e-08 1.95554e-08 1.68365e-08 3.4721e-08 2.26225e-08 2.29809e-08 4.2589e-08 7.3336e-08 1.1699e-07 5.86058e-08
threshold=0.092710000000000015 -0.10224499999999999 0.102035 -0.09595999999999999 0.09055500000000001 -0.091354999999999978 0.089100000000000013 -0.083284999999999984 0.089165000000000008 -0.076764999999999986 0.083385000000000015 -0.097644999999999996 0.11418000000000002 0.090645000000000017 -0.087414999999999979 0.084655000000000022 0.08925000000000001 0.053330000000000009 0.096490000000000006 -0.070054999999999992 0.093775000000000011 -0.026509999999999995 -0.10069499999999999 0.094580000000000011 0.10364000000000002 -0.093244999999999981 -0.081584999999999977 0.11245500000000001 0.087050000000000016 -0.085754999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -5 7 8 10 -9 -1 -12 13 14 -13 -16 22 -18 19 -7 21 -21 -11 24 25 26 29 28 -28 -24
right_child=1 3 -4 5 -6 18 -8 9 -10 16 11 12 -14 -15 15 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.6641367064003142e-06 -1.8582069701018614e-05 9.4294497384474931e-06 5.6476835798743455e-07 -2.9834721034863574e-06 7.1483812202391819e-06 3.6433470627878924e-06 -3.5696196670187418e-06 -1.0051679346577745e-05 1.5405240367272201e-05 2.29151965847052e-06 2.9149039218758672e-06 -3.5389480016279916e-06 -4.1461026577443207e-06 3.5886748328266553e-06 2.3720522470036734e-06 -1.6133399290433424e-06 6.4955807482917971e-06 -8.9119621624350289e-07 -2.0165632349744556e-06 1.2627724462011733e-06 -3.1013613177037766e-06 -2.1896877381691196e-06 1.445718652727616e-06 -3.8020699354509213e-06 3.3695940214073518e-06 -8.8797193330077433e-08 1.120075793551223e-05 -8.8007573815218623e-07 3.8456153106380953e-07 -4.1644050489358723e-06
leaf_weight=20 20 21 70 35 21 34 20 21 20 32 21 26 21 25 33 26 21 34 32 75 25 21 60 24 20 2248 20 28 20 27
leaf_count=20 20 21 70 35 21 34 20 21 20 32 21 26 21 25 33 26 21 34 32 75 25 21 60 24 20 2248 20 28 20 27
internal_value=0 -6.24554e-07 -3.69008e-06 5.10828e-07 7.45947e-08 -3.32826e-07 2.09086e-08 4.705e-08 1.0573e-06 -2.88671e-08 -6.11063e-07 5.38154e-08 -4.04832e-07 3.0941e-07 -6.5508e-07 6.15778e-07 5.41948e-08 1.92921e-06 1.63285e-07 6.13318e-07 -2.38095e-07 5.07547e-07 1.25951e-08 -1.7207e-08 2.02824e-08 -7.59369e-09 1.17012e-06 3.04506e-06 5.79266e-06 -2.95354e-07
internal_weight=0 333 90 243 2788 222 2767 2747 192 2555 172 152 131 110 85 59 2534 55 187 155 121 96 2479 2447 2423 2403 155 68 40 87
internal_count=3121 333 90 243 2788 222 2767 2747 192 2555 172 152 131 110 85 59 2534 55 187 155 121 96 2479 2447 2423 2403 155 68 40 87
is_linear=0
shrinkage=0.1


Tree=6606
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1208 1209 1209 142 45 3 147 147 1426 1426 40 130 130 16 130 4 4 49 3 43 43 49 43 15 391 130
split_gain=1.45655e-08 8.88903e-08 6.38571e-08 1.41157e-08 2.46879e-08 2.73936e-08 1.5563e-08 1.32065e-08 2.7468e-08 1.97629e-07 2.60464e-08 3.11229e-08 5.38355e-08 2.23507e-08 1.86607e-08 2.99629e-08 2.02788e-08 6.74082e-08 4.78723e-08 2.88472e-08 3.81917e-08 2.79737e-08 9.76655e-08 2.24408e-07 2.17804e-07 1.26191e-07 1.01162e-07 5.73212e-08 5.24576e-08 4.71433e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.12461500000000002 0.10837500000000001 -0.097919999999999993 -0.087714999999999987 -0.057499999999999989 0.083445000000000005 0.097915000000000016 0.099230000000000013 0.093875000000000014 -0.094284999999999994 -0.061919999999999996 -0.24134999999999998 -0.22229499999999999 0.10034000000000003 -0.06421499999999998 0.097445000000000018 -0.079329999999999984 0.0012600000000000003 0.10347500000000003 -0.094874999999999987 -0.085739999999999997 -0.081944999999999976 0.11475 -0.061959999999999994 -0.052074999999999989 -0.086514999999999981 0.085235000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 -7 -8 10 -10 11 12 -9 -14 -15 -16 18 19 21 -18 -21 28 -23 -24 -25 26 -26 -27 -17 -30
right_child=1 3 -4 -5 -6 6 7 8 9 -11 -12 -13 13 14 15 16 17 -19 -20 20 -22 22 23 24 25 27 -28 -29 29 -31
leaf_value=-1.4957893883186048e-07 6.5422182636948064e-06 -3.4313947807000342e-06 -5.3385579290247903e-06 -2.6349390100222082e-06 3.447100865406312e-06 2.423109197025042e-06 2.3969877099222252e-06 5.0739543569631807e-06 -1.0003115631462834e-05 2.9182824477927704e-06 2.7434793173394416e-06 -3.5140847185175522e-06 -2.7233073888055516e-06 -2.8782018985525202e-06 3.6398232445524471e-06 4.966942623758025e-06 2.3836818529941541e-06 4.7924764264796588e-06 -4.5827507916407697e-06 -5.2832511119049743e-06 8.9669617182153176e-07 4.2369610201831166e-06 -1.0734358114859789e-05 8.239710061275218e-06 -1.1850933410642029e-05 -1.6452574480278299e-06 -1.7929980191411235e-06 3.6570686412622831e-06 -3.916299506205319e-08 2.2383477155591732e-06
leaf_weight=195 21 23 27 20 21 27 23 21 20 29 35 25 30 22 23 22 21 37 23 20 20 30 25 24 20 75 20 28 2099 95
leaf_count=195 21 23 27 20 21 27 23 21 20 29 35 25 30 22 23 22 21 37 23 20 20 30 25 24 20 75 20 28 2099 95
internal_value=0 5.97728e-08 -7.80671e-07 1.24722e-08 3.09985e-08 5.71187e-09 3.38048e-08 1.06576e-08 -9.19972e-09 -2.35576e-06 3.31507e-08 -2.2454e-09 3.08228e-08 -9.38443e-09 2.1882e-08 4.65922e-08 1.42967e-08 1.42498e-06 -4.18784e-08 -6.17603e-07 -2.19328e-06 9.60028e-10 -1.06924e-06 -1.89834e-06 -5.75581e-07 -2.05507e-06 -6.82197e-06 -2.03848e-07 1.08174e-07 5.9453e-08
internal_weight=0 2899 222 2878 2858 2837 2814 2787 2764 49 2715 2680 2655 2634 2604 2582 2559 98 2461 61 40 2438 222 192 167 143 40 103 2216 2194
internal_count=3121 2899 222 2878 2858 2837 2814 2787 2764 49 2715 2680 2655 2634 2604 2582 2559 98 2461 61 40 2438 222 192 167 143 40 103 2216 2194
is_linear=0
shrinkage=0.1


Tree=6607
num_leaves=31
num_cat=0
split_feature=1 9 45 11 33 34 2 15 0 13 132 1186 1185 1203 147 49 447 482 43 120 1 42 12 43 131 482 482 1 1 1
split_gain=1.40625e-08 2.0222e-08 1.67259e-08 9.75228e-08 4.94418e-08 2.32747e-08 2.51338e-08 1.10819e-07 2.55454e-07 9.75241e-08 1.66402e-08 3.69057e-07 2.23427e-07 4.03963e-08 1.36141e-08 9.3004e-08 4.66786e-08 1.64805e-08 8.51017e-08 5.57308e-08 4.08297e-08 3.51769e-08 6.52105e-08 2.97376e-08 2.81521e-08 2.70662e-08 2.78476e-08 2.66929e-08 6.49081e-08 4.54673e-08
threshold=0.16773500000000005 -0.092939999999999981 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 -0.085739999999999983 -0.0050599999999999994 -0.10203999999999998 -0.010949999999999998 -0.0072999999999999992 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.085960000000000023 0.095485000000000014 -0.043469999999999995 0.09227500000000001 0.090355000000000005 -0.090299999999999991 1.0000000180025095e-35 0.14173500000000003 0.096450000000000022 0.08815000000000002 -0.073959999999999984 0.089005000000000015 0.087425000000000017 0.080200000000000007 0.11751000000000002 0.11634000000000001 0.11955000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 8 -7 -9 11 13 -12 -8 16 -16 17 19 -19 20 25 22 23 -20 -24 26 27 28 -14 -29
right_child=-2 2 -4 4 5 6 10 9 -10 -11 12 -13 14 -15 15 -17 -18 18 21 -21 -22 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=3.1877934566182377e-06 -2.463544422465455e-06 6.9833489783377452e-06 -2.1156332183169514e-06 -4.2827234614782763e-06 -2.6667104737754244e-06 1.3718375905966697e-05 7.3174304366162174e-08 1.7971243104077737e-06 -7.7754779974912402e-07 -6.9202620341543698e-06 -1.0115030140056548e-05 1.3424387937751212e-05 -2.8272438599249976e-08 -3.9793994748661454e-06 -1.6699743332882272e-06 6.972073969464532e-06 -4.7233257603130333e-06 6.7748292627294923e-06 -4.0133290991946075e-06 -4.8460261368177271e-06 3.4375638743794677e-06 -2.9561024579531173e-06 1.4704193974834058e-06 1.1600531553312978e-06 6.4607920836579068e-06 -3.6267879143755034e-06 3.2990000518111632e-06 -5.5896642808503119e-06 5.431191021510916e-06 -6.058644759661481e-07
leaf_weight=20 23 20 37 27 32 20 162 33 31 21 22 21 2149 29 33 20 21 22 25 24 34 30 26 20 20 21 25 22 22 109
leaf_count=20 23 20 37 27 32 20 162 33 31 21 22 21 2149 29 33 20 21 22 25 24 34 30 26 20 20 21 25 22 22 109
internal_value=0 1.82939e-08 -2.30062e-09 2.34124e-08 -2.26646e-08 1.57527e-08 4.47327e-08 1.56422e-06 4.90713e-06 -1.59297e-06 -1.11112e-08 8.41339e-07 -7.94361e-08 -5.42138e-07 4.73585e-09 1.59118e-06 -2.79806e-08 1.07021e-08 1.05369e-06 -5.12877e-08 -2.97795e-09 1.34835e-08 9.92468e-07 -1.71405e-06 3.64015e-06 -5.27984e-08 -2.0545e-08 -5.65956e-08 2.70515e-08 -1.44284e-06
internal_weight=0 3098 3078 3041 3021 2994 2962 105 51 54 2857 212 2645 191 2623 53 2570 2549 143 2406 2382 121 91 45 46 2348 2327 2302 2171 131
internal_count=3121 3098 3078 3041 3021 2994 2962 105 51 54 2857 212 2645 191 2623 53 2570 2549 143 2406 2382 121 91 45 46 2348 2327 2302 2171 131
is_linear=0
shrinkage=0.1


Tree=6608
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1212 1213 402 1213 42 12 12 1213 1212 16 1447 481 1446 1447 3 1444 158 1447 160 1213 1213 1213 1213 1213 1209 1210 2
split_gain=1.47079e-08 9.89499e-08 5.11158e-08 1.27766e-08 1.81558e-08 1.91609e-07 1.53921e-07 6.20443e-08 2.35587e-07 4.48374e-07 1.96644e-07 8.84943e-08 3.46506e-08 2.06539e-08 9.58442e-08 5.47843e-08 4.55393e-08 2.15568e-07 5.55212e-08 2.51779e-08 3.45271e-08 3.49956e-08 2.70323e-08 3.71537e-08 7.86884e-08 5.92388e-08 5.19182e-08 3.0805e-08 3.43629e-08 1.38763e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.53159999999999996 -0.084704999999999989 0.13924000000000003 -0.082414999999999974 0.087505000000000013 0.085635000000000003 0.084405000000000022 -0.090954999999999994 -0.087464999999999987 -0.090764999999999985 -0.086359999999999978 -0.081334999999999977 0.037915000000000011 -0.082824999999999982 -0.085784999999999986 -0.079374999999999987 0.139155 -0.072479999999999989 -0.54913999999999985 -0.075639999999999985 -0.020279999999999996 -0.053734999999999998 -0.011424999999999999 -0.063509999999999997 -0.084519999999999984 -0.00046999999999999993 0.091055000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 7 -6 8 9 -5 12 -10 -9 14 -8 -16 17 -15 -18 20 -20 -22 -23 24 26 -25 -24 -27 29 -29
right_child=1 3 -4 4 6 -7 13 10 11 -11 -12 -13 -14 16 15 -17 18 -19 19 -21 21 22 23 25 -26 27 -28 28 -30 -31
leaf_value=-2.079905809314345e-07 6.8994987486803444e-06 -2.5085392258006326e-06 -4.7786007513650476e-06 -5.0177300660212314e-07 -8.5734482191972863e-06 1.0232646609438234e-05 5.530628936867288e-06 4.1883905169015636e-06 -7.5819539688382072e-06 1.7705491518427153e-05 -1.0232052558091132e-05 9.8945519084736601e-08 -8.4982303569843279e-07 3.272254487070093e-06 2.1431280755125826e-06 -4.007255896188629e-06 5.2865453903905294e-06 -7.9171844867510616e-06 -3.3490934250098252e-06 3.5294747226544137e-06 3.5243553408749663e-06 -2.7135569116826694e-06 2.761127458532948e-06 -5.0058850625589461e-06 7.5628720992426679e-06 -2.833347958573397e-06 -3.2776125446313622e-06 -5.6610863339301434e-07 -3.4532552424403541e-08 9.2619084341549758e-06
leaf_weight=194 21 20 28 38 21 20 36 20 24 21 22 40 43 33 28 30 20 36 31 20 28 37 35 24 20 38 24 51 2098 20
leaf_count=194 21 20 28 38 21 20 36 20 24 21 22 40 43 33 28 30 20 36 31 20 28 37 35 24 20 38 24 51 2098 20
internal_value=0 6.00788e-08 -7.84464e-07 1.01734e-08 2.77991e-08 8.83825e-07 -4.64115e-08 -1.51003e-08 1.42064e-06 5.97878e-06 -2.0927e-06 -2.78139e-06 7.4961e-07 2.22232e-08 1.47758e-06 -1.03811e-06 -3.21719e-08 -2.56571e-06 3.92976e-08 -3.96084e-09 -3.33327e-08 9.9467e-09 -3.19806e-08 1.0971e-08 2.14221e-06 -6.44962e-08 3.04691e-07 -1.07612e-08 3.86894e-08 2.20235e-06
internal_weight=0 2899 222 2878 2858 228 2630 208 123 59 85 64 63 2609 94 58 2515 69 2446 2426 2406 2375 2347 2310 79 2231 59 2207 2169 71
internal_count=3121 2899 222 2878 2858 228 2630 208 123 59 85 64 63 2609 94 58 2515 69 2446 2426 2406 2375 2347 2310 79 2231 59 2207 2169 71
is_linear=0
shrinkage=0.1


Tree=6609
num_leaves=31
num_cat=0
split_feature=401 1213 13 2 402 1209 403 1209 1213 4 394 1177 1209 2 1211 402 1210 401 403 133 133 12 133 133 480 42 1374 151 1 151
split_gain=1.57405e-08 1.91793e-08 7.6535e-08 5.6498e-08 1.94006e-08 2.16988e-08 2.67999e-08 3.37213e-08 2.10935e-08 1.09748e-07 4.09927e-08 1.86712e-08 1.79455e-08 2.97562e-07 2.44353e-08 3.17997e-08 6.07804e-08 4.51255e-08 2.14318e-08 1.4976e-08 8.96158e-08 3.35848e-07 8.13828e-08 7.57727e-08 6.6828e-08 6.38239e-08 4.39603e-08 1.94291e-07 9.31861e-08 9.24474e-08
threshold=0.13837000000000002 0.17417500000000002 -0.084319999999999992 0.085625000000000021 0.23460000000000003 0.14268500000000003 -0.55276999999999987 -0.092099999999999987 0.10336000000000002 -0.081114999999999979 0.264685 -0.085989999999999997 -0.067109999999999989 0.084715000000000013 0.11671000000000002 -0.45454999999999995 0.11875500000000001 -0.099524999999999988 -0.52445499999999989 0.091935000000000003 0.090445000000000011 0.088435000000000014 0.089595000000000022 0.093255000000000018 0.11303500000000001 -0.23037499999999997 0.086765000000000023 -0.010154999999999999 0.090130000000000016 -0.53100499999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1 -8 10 -10 11 -9 13 -13 15 -14 17 -17 -19 20 22 -22 24 -21 25 -20 29 -28 -29 -27
right_child=-2 2 3 -5 -6 -7 7 8 9 -11 -12 12 14 -15 -16 16 -18 18 19 23 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-2.8124967417063413e-06 -2.7285626611642113e-06 6.7092499334432352e-06 -4.4348707147957527e-06 2.3758494880267194e-06 -3.0485118778804983e-06 3.204771950376675e-06 4.0041110900173884e-06 -3.0576555002426181e-06 -7.1721533429255309e-06 2.0777516981289757e-06 4.5301553620902267e-06 -7.1019470965438819e-06 2.9986907605104662e-06 9.262820196454415e-06 -3.2694084814505438e-06 -4.3112974026371376e-06 -5.527312125650497e-06 2.7963511683992692e-06 4.6641707516784908e-06 -5.2374753266803969e-06 -2.6880847972928942e-06 1.4278641517648795e-05 -4.6364429014577559e-06 -1.2166840439937533e-07 -4.3749075525979745e-06 -6.1564595322730999e-06 1.0871513418919676e-05 4.0581352073959791e-06 -4.8981553557216381e-06 8.5518362550474829e-08
leaf_weight=34 21 21 21 29 21 21 21 20 23 29 20 20 35 25 23 24 20 28 31 32 28 20 37 304 33 24 20 21 26 2089
leaf_count=34 21 21 21 29 21 21 21 20 23 29 20 20 35 25 23 24 20 28 31 32 28 20 37 304 33 24 20 21 26 2089
internal_value=0 1.8484e-08 1.64312e-06 -4.84653e-07 -1.95976e-08 1.54841e-09 -2.09717e-08 1.11691e-08 -1.74297e-08 -2.01355e-06 1.86114e-08 -1.29379e-08 8.50377e-09 1.98959e-06 -2.33921e-08 3.54096e-09 -3.47602e-08 5.67081e-09 4.41436e-08 1.52274e-08 1.05267e-07 4.38138e-06 1.52831e-08 -6.08888e-07 9.19827e-08 1.58653e-07 9.45834e-08 2.6164e-06 -8.96409e-07 1.46204e-08
internal_weight=0 3100 71 50 3029 3008 2987 2953 2932 52 2880 2860 2840 45 2795 2772 2737 2717 2693 2665 2329 48 2281 336 2244 2211 2180 67 47 2113
internal_count=3121 3100 71 50 3029 3008 2987 2953 2932 52 2880 2860 2840 45 2795 2772 2737 2717 2693 2665 2329 48 2281 336 2244 2211 2180 67 47 2113
is_linear=0
shrinkage=0.1


Tree=6610
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1209 1211 403 401 401 1210 1186 132 132 50 1211 132 1186 133 401 401 1212 1210 1213 16 402 3 1213 1 1209 2 393
split_gain=1.35691e-08 1.96297e-08 2.84777e-08 3.3263e-08 1.52406e-08 3.99711e-08 2.33977e-08 6.8938e-08 4.02809e-08 2.30089e-08 9.95214e-08 6.18615e-08 5.77878e-07 4.21748e-07 4.72468e-08 3.26995e-08 3.07488e-08 1.86328e-08 8.43998e-08 8.29719e-08 8.50566e-08 5.72104e-08 1.25795e-07 2.14911e-07 1.22433e-07 5.76291e-08 4.56212e-08 3.56522e-08 3.35107e-08 2.43962e-08
threshold=0.11531000000000001 0.10233500000000001 0.23460000000000003 0.10656 0.11716500000000001 0.022375000000000003 -0.46360499999999999 -0.13200999999999999 1.0000000180025095e-35 0.057025000000000006 -0.08101499999999999 -0.083284999999999984 0.096530000000000019 0.10326000000000002 -0.044384999999999994 -0.086839999999999987 -0.015164999999999998 1.0000000180025095e-35 0.083100000000000021 -0.089079999999999979 -0.08861999999999999 -0.090764999999999985 -0.088394999999999987 0.086535000000000015 -0.081574999999999995 -0.41776999999999992 0.088135000000000005 -0.077594999999999983 0.08734500000000002 0.090035000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -8 9 11 -11 12 15 14 -13 -9 -12 19 -19 -16 -21 24 23 -23 -20 -26 28 -22 -24 -29
right_child=-2 -3 -4 -5 5 -7 7 8 -10 10 16 13 -14 -15 17 -17 -18 18 21 20 27 22 26 -25 25 -27 -28 29 -30 -31
leaf_value=-3.023239875032092e-06 -2.1530246330853672e-06 2.4840929192748718e-06 -3.021080582613884e-06 3.3957775046693664e-06 4.1300021570319149e-06 -1.5986125942747876e-06 4.6059109919838194e-06 -3.83654681908887e-06 -3.5893996681579665e-06 -7.8213180881903109e-06 1.0511158896433975e-06 4.7471041376584689e-06 1.7853059694346031e-05 -1.4206366456835982e-05 6.0467453334675394e-06 3.8930705287739207e-07 -3.4247449717383918e-06 -6.3576329412171622e-06 -8.9406975391847526e-06 -6.3245323601568957e-06 3.9862496093875327e-06 1.2342952102657861e-05 -2.6365297885820926e-06 -5.804114064836364e-07 -2.8299750852056606e-06 4.3100241384763649e-06 -4.1846886301755149e-06 6.2652917598221547e-08 2.5044415743025186e-06 -3.2111356668575235e-06
leaf_weight=26 29 32 31 29 29 21 32 21 32 20 66 21 20 21 23 143 20 25 21 21 23 22 21 31 26 20 35 2205 32 23
leaf_count=26 29 32 31 29 29 21 32 21 32 20 66 21 20 21 23 143 20 25 21 21 23 22 21 31 26 20 35 2205 32 23
internal_value=0 2.0193e-08 -5.57324e-09 2.52887e-08 -7.29272e-09 1.72398e-06 -3.66364e-08 -1.00797e-08 -6.11557e-08 -2.16788e-08 -1.46743e-06 3.39674e-08 1.80524e-06 -9.28477e-08 2.34269e-08 -1.51808e-07 1.0218e-08 -1.58125e-08 -8.67859e-07 7.06916e-08 1.01946e-08 -2.08031e-07 9.35199e-07 4.784e-06 -2.61393e-06 2.74372e-07 -1.38283e-06 6.92924e-08 4.67453e-07 2.88571e-08
internal_weight=0 3092 3060 3029 3000 50 2950 2924 2892 2860 106 2754 184 2570 2549 164 86 2528 233 2295 2272 208 141 53 67 46 88 2251 53 2228
internal_count=3121 3092 3060 3029 3000 50 2950 2924 2892 2860 106 2754 184 2570 2549 164 86 2528 233 2295 2272 208 141 53 67 46 88 2251 53 2228
is_linear=0
shrinkage=0.1


Tree=6611
num_leaves=31
num_cat=0
split_feature=132 1185 1203 51 1213 1211 1212 1211 402 133 13 133 130 40 4 97 34 34 34 9 2 16 44 0 147 151 40 40 3 376
split_gain=1.5081e-08 7.7535e-08 3.7802e-08 1.51229e-08 1.29275e-08 1.45229e-08 8.05634e-08 6.28612e-08 1.4342e-08 4.30676e-08 3.52137e-08 2.71329e-08 2.49738e-08 2.936e-08 2.15339e-08 1.3543e-08 4.29209e-08 3.89047e-08 4.88524e-08 6.99073e-08 4.19447e-08 1.39604e-07 1.77634e-08 4.33136e-08 2.01447e-08 2.79394e-08 1.76302e-08 4.02639e-08 3.73339e-08 3.40777e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.096070000000000016 0.51370000000000016 0.11671000000000002 0.13613500000000003 0.10904000000000001 -0.45015499999999992 0.50628500000000021 -0.0030199999999999997 0.41171500000000005 -0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.086464999999999986 -0.08786999999999999 -0.08330499999999999 -0.057544999999999992 0.091600000000000015 -1.0000000180025095e-35 -0.056919999999999991 0.10049500000000001 -0.26609999999999995 0.092070000000000013 -0.080454999999999985 -0.083564999999999987 -0.079414999999999986 -0.012939999999999998 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 8 10 11 -3 12 -10 -14 15 -15 -17 -18 -19 20 21 -20 23 -22 26 -26 28 29 -25 -28
right_child=1 4 -4 -5 -6 6 -8 -9 9 -11 -12 -13 13 14 -16 16 17 18 19 -21 22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-1.1089138890188874e-08 6.1150765591697745e-06 -4.2998321496270368e-06 -4.3012075442068944e-06 -2.9137840033399699e-06 2.5501909095737578e-06 -5.70999271568932e-06 2.8835992594622443e-06 5.6134475880753603e-06 3.4434765244181367e-06 3.4524895116621542e-06 1.2548005045010498e-06 -2.6825172644868492e-06 -3.8356462300725979e-06 -2.4335209524866991e-06 2.9312472179299224e-06 3.4819089393879817e-06 -4.3303434040353748e-06 4.5793790160014e-06 -2.361392716091852e-06 -4.3069162921639013e-06 4.5085323671671741e-06 8.5411700806419158e-06 -2.5464693188886095e-06 1.4848831564709794e-07 -9.8835378346186853e-07 3.5594394538358233e-06 5.7278754876609707e-06 -1.1344742604636717e-07 -5.1848855340116039e-06 2.4481546461174733e-08
leaf_weight=175 21 25 27 20 20 24 20 20 21 36 21 38 20 23 25 35 21 23 24 38 21 23 28 35 22 35 22 2217 21 20
leaf_count=175 21 25 27 20 20 24 20 20 21 36 21 38 20 23 25 35 21 23 24 38 21 23 28 35 22 35 22 2217 21 20
internal_value=0 6.0823e-08 -7.94364e-07 -3.08801e-07 1.66467e-08 -1.08277e-09 -1.80381e-06 2.71049e-08 -1.28832e-08 1.64299e-08 -1.76402e-06 -2.91815e-08 8.52481e-09 -1.86648e-08 1.03286e-08 -1.7671e-08 3.82401e-09 -4.39144e-08 -8.32129e-09 -5.04271e-08 1.51104e-08 2.9739e-06 -4.233e-08 -1.30296e-08 -5.30603e-08 1.80415e-06 -9.87886e-08 -5.53387e-08 -1.85153e-06 3.01197e-06
internal_weight=0 2899 222 195 2878 2858 44 2814 2794 2748 46 2712 2674 2653 2633 2608 2585 2550 2529 2506 2468 47 2421 2393 2372 57 2315 2259 56 42
internal_count=3121 2899 222 195 2878 2858 44 2814 2794 2748 46 2712 2674 2653 2633 2608 2585 2550 2529 2506 2468 47 2421 2393 2372 57 2315 2259 56 42
is_linear=0
shrinkage=0.1


Tree=6612
num_leaves=31
num_cat=0
split_feature=142 11 34 43 34 123 9 10 2 16 147 150 49 147 447 1 45 46 1426 1428 1429 475 133 1429 3 51 1204 1203 15 1186
split_gain=1.40481e-08 3.12655e-08 2.47008e-08 5.49763e-08 3.02107e-08 7.70727e-08 4.48496e-08 8.05751e-08 4.73108e-08 1.36551e-07 2.54499e-08 3.36345e-08 1.1888e-07 5.24707e-08 2.69301e-08 1.87505e-08 1.83518e-08 2.11086e-08 3.09619e-08 2.31423e-08 1.88332e-08 5.80861e-08 1.26753e-07 2.18609e-08 3.35892e-08 7.81771e-08 3.20442e-08 2.58463e-08 4.11591e-08 3.05288e-08
threshold=-0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.074974999999999986 -0.057544999999999992 0.084475000000000008 0.091600000000000015 0.094860000000000014 -1.0000000180025095e-35 -0.056919999999999991 0.099730000000000027 0.12640500000000002 -0.045154999999999994 0.092070000000000013 0.089095000000000021 0.15618500000000002 0.10526500000000001 0.083550000000000013 -0.094284999999999994 0.10539000000000001 -0.060529999999999994 0.05680000000000001 0.085355000000000014 -0.0079199999999999982 -0.16726499999999997 0.067785000000000012 -0.098194999999999991 0.090185000000000001 0.089595000000000022 0.057025000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 8 -8 9 -6 11 13 -13 14 15 16 17 18 -10 20 21 22 -20 -22 25 -25 -26 29 -29 -28
right_child=1 2 4 -5 6 -7 7 -9 10 -11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 23 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=2.4100490961131983e-06 -3.7750948714367702e-06 4.6293309878819856e-07 7.2911860365820763e-06 -6.261830899347842e-06 -1.9836360555321637e-06 -7.2300297934665047e-07 -7.6327765522624511e-06 1.02713942195268e-06 3.9508843133262414e-06 8.923471984251757e-06 2.8501364005067798e-06 2.158608941289668e-06 -7.4992911904701032e-06 4.1069874339061045e-06 -3.1156470770708567e-06 -2.4050818238308126e-06 2.9745087171509762e-06 -3.229819537864387e-06 -2.0095919255156234e-07 -3.3872982896809846e-06 -3.3135683042928575e-06 -2.5985014886487079e-06 9.6800410028663469e-06 1.6422160308248943e-07 -3.3682913563725064e-06 6.9343823176258525e-06 -8.0283183223097921e-09 8.0275877678559485e-08 5.4652984741468664e-06 -1.9494466717297938e-06
leaf_weight=24 22 31 20 20 24 30 21 22 20 22 31 26 25 31 28 32 21 20 37 20 20 24 20 66 29 23 2266 40 22 84
leaf_count=24 22 31 20 20 24 30 21 22 20 22 31 26 25 31 28 32 21 20 37 20 20 24 20 66 29 23 2266 40 22 84
internal_value=0 -1.86806e-08 8.19457e-09 -2.17423e-06 4.50013e-08 2.48267e-06 4.01828e-09 -3.20212e-06 5.10548e-08 3.23281e-06 3.23216e-10 -3.06313e-08 -2.57566e-06 1.56749e-08 -3.00793e-08 1.40605e-09 2.98012e-08 6.82131e-09 3.10567e-08 1.48429e-09 2.72447e-08 1.52841e-06 3.26606e-06 -2.04394e-08 5.59323e-09 1.91381e-06 -6.39814e-08 -2.42529e-08 1.99109e-06 -7.74237e-08
internal_weight=0 3097 3075 51 3024 50 2974 43 2931 46 2885 2854 51 2803 2772 2744 2712 2691 2671 2651 2631 81 57 2550 2530 89 2441 2412 62 2350
internal_count=3121 3097 3075 51 3024 50 2974 43 2931 46 2885 2854 51 2803 2772 2744 2712 2691 2671 2651 2631 81 57 2550 2530 89 2441 2412 62 2350
is_linear=0
shrinkage=0.1


Tree=6613
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 13 15 9 33 9 34 11 12 147 147 147 483 479 481 1420 157 0 12 0 12 13 4 4 131 160
split_gain=1.37782e-08 3.78831e-07 2.36697e-07 1.00292e-07 1.39817e-08 2.20541e-08 2.77535e-08 1.39039e-08 4.39452e-08 2.70785e-08 1.89646e-08 4.63845e-08 1.89617e-08 1.56738e-08 4.3347e-08 3.10405e-08 1.76818e-08 2.15928e-08 1.73316e-08 1.59148e-08 4.25239e-08 1.97368e-08 1.22079e-07 8.59239e-08 1.23468e-07 8.26724e-08 2.01744e-08 1.16059e-07 7.20315e-08 5.76625e-08
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.054800000000000008 0.090325000000000003 0.092410000000000006 -0.009184999999999997 0.085555000000000006 -0.08786999999999999 -1.0000000180025095e-35 -0.015429999999999998 0.11204500000000002 0.099230000000000013 0.093875000000000014 -0.47181499999999993 0.11361000000000002 0.11393500000000002 0.056520000000000008 0.63397500000000007 0.12445000000000002 0.099400000000000002 0.10455500000000001 0.095175000000000023 0.090705000000000008 -0.086849999999999997 -0.08835999999999998 0.080385000000000012 -0.089549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 8 -4 10 -10 -12 -9 14 15 16 -13 18 19 20 21 23 25 26 -25 -23 27 28 29 -18
right_child=2 -3 7 -5 -6 -7 -8 12 9 -11 11 13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.636379826629156e-07 -1.039087646239006e-05 1.353581912033925e-05 -4.0227607988291073e-06 -7.3038589766838409e-06 2.5880749923262993e-06 -2.9494506172511595e-06 3.7777522038595635e-06 -6.7745551518783037e-07 3.0722245764991389e-06 3.6083932809019429e-06 -4.8166076322786471e-06 2.4898167770641463e-06 3.3249613814969677e-06 -2.7047502845518813e-06 4.5634729065655158e-06 -3.6554379611832544e-06 -3.1697476989241603e-06 -3.0435895575425569e-06 2.966353076772066e-06 -2.6669285530674234e-06 4.627293110388564e-06 2.8927333129130977e-06 8.3348969883445528e-06 8.8364189044417202e-07 -9.9601776756095388e-06 -4.1334769693176815e-06 -8.5899201169038416e-08 5.8781422825841922e-06 -5.4421344760736581e-06 1.1604010603564865e-06
leaf_weight=113 22 21 27 20 21 24 20 20 20 21 20 29 29 21 21 23 36 23 20 22 20 34 20 21 21 33 2127 39 22 211
leaf_count=113 22 21 27 20 21 24 20 20 20 21 20 29 29 21 21 23 36 23 20 22 20 34 20 21 21 33 2127 39 22 211
internal_value=0 7.64848e-07 -5.77202e-08 -5.89649e-07 1.64757e-07 -1.59381e-07 3.4409e-07 2.12136e-08 -7.69327e-09 3.09682e-08 3.97364e-09 -1.82359e-08 1.69132e-06 1.67504e-08 3.77465e-08 2.55947e-09 3.39762e-08 7.09079e-09 3.38104e-08 1.13043e-08 3.41066e-08 -1.72169e-09 1.47869e-06 -5.37184e-08 -4.53827e-06 -5.67937e-07 2.36331e-08 7.80046e-07 4.09173e-08 5.29286e-07
internal_weight=0 219 2902 198 178 157 133 2880 2831 2804 2783 2763 49 2743 2722 2701 2678 2649 2626 2606 2584 2564 87 2477 42 67 2435 308 269 247
internal_count=3121 219 2902 198 178 157 133 2880 2831 2804 2783 2763 49 2743 2722 2701 2678 2649 2626 2606 2584 2564 87 2477 42 67 2435 308 269 247
is_linear=0
shrinkage=0.1


Tree=6614
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1186 16 132 132 132 130 399 1456 1429 1456 51 1454 480 1456 1456 1456 48 48 1446 3 12 1447 4 1451 1447 13 160
split_gain=1.32407e-08 8.78276e-08 5.32657e-08 1.38036e-08 1.50813e-08 1.92571e-08 3.56822e-08 1.94054e-08 1.88225e-08 1.86661e-08 1.33501e-08 3.75713e-08 3.31852e-08 3.07047e-08 7.55227e-08 3.46401e-08 2.18908e-08 8.2741e-08 4.69696e-08 1.9471e-08 2.22509e-08 1.96718e-08 7.5751e-08 8.03647e-08 1.83385e-08 1.6832e-07 4.15831e-08 2.83619e-08 1.07554e-07 3.09189e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.010834999999999999 -0.097644999999999996 -0.41127499999999995 -0.24406999999999998 -0.095229999999999995 0.10923000000000001 0.08759500000000002 0.091295000000000001 0.091465000000000005 0.088395000000000015 -0.10316499999999999 0.090210000000000026 0.088120000000000018 0.085790000000000019 0.085185000000000011 0.081770000000000023 -0.22597999999999999 -0.098424999999999985 0.092750000000000013 -0.082879999999999995 0.089505000000000015 -0.085709999999999995 -0.081609999999999988 1.0000000180025095e-35 -0.072479999999999989 -0.084319999999999992 -0.52641999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 8 -7 -8 -6 -9 12 13 16 -12 15 -15 17 18 19 -3 -21 24 -23 -24 25 -22 27 28 -26 -29
right_child=1 10 -4 4 5 6 7 9 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 20 21 22 23 -25 26 -27 -28 29 -30 -31
leaf_value=1.8868196190981379e-06 6.5005777677080403e-06 -2.9802069066352579e-06 -4.907084788404367e-06 1.6048962760909342e-06 2.9611827574713278e-06 -5.2625553735197174e-06 1.2856526151949766e-06 4.7038045894706481e-08 -1.2243629436687281e-06 -4.0723312836958444e-06 -5.0708972001144587e-06 2.8766164155058507e-06 3.609292920058439e-06 -6.0211951321157951e-06 3.5473718701268812e-06 -4.7084644217482662e-07 -2.332482903838331e-06 6.4618707710906171e-06 -3.7434671619187364e-06 3.3996820639004003e-06 -8.6024901809816423e-06 6.2957077375358501e-06 -3.4664606894640366e-06 4.2902173494109204e-06 2.6635653718833716e-06 2.6231452785489583e-06 3.6825416138467957e-06 2.5841716568178758e-06 -6.9234085967195832e-06 -6.2599107373197712e-09
leaf_weight=28 21 21 27 28 21 22 30 22 22 22 23 20 26 23 25 22 39 20 33 20 22 24 34 22 22 34 31 47 25 2345
leaf_count=28 21 21 27 28 21 22 30 22 22 22 23 20 26 23 25 22 39 20 33 20 22 24 34 22 22 34 31 47 25 2345
internal_value=0 5.69996e-08 -7.44313e-07 -1.67929e-07 -5.12438e-07 -9.38951e-07 -1.7267e-06 -6.75498e-07 8.19741e-07 -2.01265e-06 9.98256e-09 -1.0554e-06 5.35226e-08 -1.90099e-06 -8.59454e-07 -3.30769e-06 1.97694e-08 5.37464e-08 5.92453e-09 5.2668e-08 7.69217e-08 5.14209e-08 1.59528e-06 -4.19194e-07 2.52603e-09 -1.78693e-06 4.30966e-08 -3.16121e-09 -2.43589e-06 4.4639e-08
internal_weight=0 2899 222 195 167 139 96 74 43 44 2878 113 2765 93 70 45 2739 2700 2680 2647 2626 2606 80 56 2526 56 2470 2439 47 2392
internal_count=3121 2899 222 195 167 139 96 74 43 44 2878 113 2765 93 70 45 2739 2700 2680 2647 2626 2606 80 56 2526 56 2470 2439 47 2392
is_linear=0
shrinkage=0.1


Tree=6615
num_leaves=31
num_cat=0
split_feature=132 1186 1185 15 130 12 1429 1420 156 155 157 1429 474 1429 2 12 484 49 49 484 457 13 52 43 52 484 1429 484 159 13
split_gain=1.3692e-08 3.47868e-07 2.16938e-07 3.31103e-08 1.3326e-08 3.72688e-08 1.25576e-08 4.88109e-08 2.20205e-08 5.38518e-08 1.64836e-08 1.89018e-08 4.76744e-08 1.06974e-07 5.45899e-08 2.0885e-08 1.92948e-08 2.83807e-07 1.64251e-07 8.94023e-08 2.34503e-07 2.28614e-07 5.57834e-08 6.7391e-08 5.15658e-08 4.50908e-08 4.80512e-08 3.95345e-08 3.40347e-08 3.28752e-08
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.087825000000000014 -0.23647499999999996 0.23631000000000002 0.12521000000000002 -0.086589999999999986 0.3248100000000001 0.14039500000000002 -0.52541999999999989 -1.0000000180025095e-35 0.091180000000000011 -0.07700499999999999 0.086000000000000007 0.084405000000000022 0.091180000000000011 0.11236 0.093835000000000016 0.085790000000000019 0.060310000000000009 -0.084419999999999981 -0.023194999999999997 -0.05647499999999999 0.10898500000000001 0.073690000000000019 0.083715000000000026 0.058970000000000009 -0.021064999999999997 -0.082759999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 7 -6 9 10 -9 12 13 14 -12 -16 19 18 22 25 21 -21 23 -18 -24 27 -27 -13 -26 -30
right_child=2 -3 4 -5 5 -7 -8 8 -10 -11 11 16 -14 -15 15 -17 17 -19 -20 20 -22 -23 24 -25 28 26 -28 -29 29 -31
leaf_value=6.4365801329517616e-08 -9.9499963725561851e-06 1.2688794360955897e-05 -2.5542671289713325e-06 -3.2213085492721326e-06 -4.9361114577095582e-06 4.1360233643155718e-06 2.5011416576603552e-06 -2.8536718298255438e-06 -3.2043282750410508e-06 4.9739934225230676e-06 4.3686771107331879e-06 -1.6931915633195432e-08 -3.1836812351571101e-06 7.1478997678771834e-06 6.1841410854412975e-07 -3.612590407848464e-06 7.9452687509729015e-06 1.1617579852182562e-05 -8.7371728065071303e-06 -1.4344108990712812e-05 3.4267758536543625e-06 -1.0731912071706677e-06 -5.1834272278483695e-06 3.4502279984138799e-07 -1.9863554781852967e-06 5.6416276979219008e-06 -2.2063587005471128e-07 -4.3758345349314845e-06 5.3255293005349818e-06 -2.18036961996404e-07
leaf_weight=159 22 22 20 38 20 22 20 20 21 22 20 2271 20 30 20 28 20 22 21 25 32 27 20 28 31 29 27 21 20 23
leaf_count=159 22 22 20 38 20 22 20 20 21 22 20 2271 20 30 20 28 20 22 21 25 32 27 20 28 31 29 27 21 20 23
internal_value=0 7.62456e-07 -5.75364e-08 -5.69419e-07 1.8031e-08 3.60191e-08 4.23614e-09 -1.3485e-08 2.17018e-08 4.60974e-08 6.74577e-09 2.76629e-08 1.2657e-06 2.17374e-06 -2.07457e-08 -1.84967e-06 -2.816e-08 9.56337e-07 -4.82604e-07 -1.0305e-07 -3.3086e-06 -7.45344e-06 7.38142e-07 3.51179e-06 -6.7819e-07 1.16291e-08 2.81518e-06 -5.68695e-08 5.39442e-07 2.36037e-06
internal_weight=0 219 2902 197 2880 2860 2838 2818 2798 2777 2755 2735 118 98 68 48 2617 185 163 2432 84 52 142 48 94 2348 56 2292 74 43
internal_count=3121 219 2902 197 2880 2860 2838 2818 2798 2777 2755 2735 118 98 68 48 2617 185 163 2432 84 52 142 48 94 2348 56 2292 74 43
is_linear=0
shrinkage=0.1


Tree=6616
num_leaves=31
num_cat=0
split_feature=1429 156 1429 48 48 0 0 0 2 52 11 33 4 4 160 2 1 4 4 13 4 2 390 128 402 1212 160 1 43 13
split_gain=1.35516e-08 3.82405e-08 3.10486e-08 1.89656e-08 1.66688e-08 2.49835e-08 1.58312e-08 9.21006e-08 4.13268e-08 3.98126e-08 3.02095e-08 4.10546e-08 2.06961e-08 9.41793e-08 7.43739e-08 6.21971e-08 2.03798e-07 6.7232e-08 5.79182e-08 1.15146e-07 9.71449e-08 1.74358e-07 7.43084e-08 5.00204e-08 9.46831e-08 6.17342e-08 4.61916e-08 4.22294e-08 4.38639e-08 7.99861e-08
threshold=-0.23587499999999997 0.3248100000000001 -0.10379499999999998 -0.11155999999999998 -0.089814999999999992 -0.26609999999999995 0.10455500000000001 0.12113000000000002 0.10882500000000002 0.093665000000000012 -0.011194999999999998 -0.009184999999999997 -0.085964999999999986 -0.085594999999999991 -0.089549999999999991 0.09678500000000001 0.096125000000000016 -0.086394999999999986 -0.084564999999999987 -0.010094999999999998 -0.083644999999999983 0.084755000000000011 0.08975000000000001 1.0000000180025095e-35 -0.092414999999999983 0.087295000000000011 -0.42496499999999993 0.089770000000000016 -0.50216499999999986 0.073000000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 10 -8 9 -9 -7 -12 14 -14 26 17 -17 23 19 -15 21 -20 -22 24 -16 27 -13 28 -26 -30
right_child=1 -3 3 4 5 6 7 8 -10 -11 11 12 13 18 15 16 -18 -19 20 -21 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=2.3188774575828576e-06 3.5923469302664068e-06 -4.3772536412234332e-06 -2.268827316780713e-06 2.633942453182196e-06 3.4250483521093755e-06 3.475639487987792e-06 -7.3571310866782368e-06 -8.9365217945669431e-08 -3.3059273183927617e-06 4.9696691530698449e-06 -4.3188784282868006e-06 -2.0617133083595202e-08 -6.0771992253012727e-06 8.7370624462643964e-06 -6.6033357736317985e-06 1.2367614046411292e-05 1.490378716811773e-07 5.9922089590037066e-06 -1.1685186913155122e-05 -1.0927749826805667e-06 -6.4528039046864033e-08 4.5163194107740783e-07 5.2129895131521926e-06 3.0605890660421639e-06 3.0291444597258475e-06 5.1713966465688996e-06 -6.5774611536133824e-06 3.6184665737757563e-06 -6.6189817367361979e-07 -7.4390927985794925e-06
leaf_weight=25 24 20 37 24 21 25 20 70 29 20 22 22 26 22 23 20 43 21 20 26 2248 29 27 47 22 22 21 22 102 21
leaf_count=25 24 20 37 24 21 25 20 70 29 20 22 22 26 22 23 20 43 21 20 26 2248 29 27 47 22 22 21 22 102 21
internal_value=0 -1.87283e-08 9.61061e-09 -1.85629e-08 9.05225e-09 -1.20101e-08 -3.63125e-08 -1.07825e-06 -2.29754e-08 1.03486e-06 1.48458e-08 -1.5988e-08 1.80147e-08 -9.13756e-08 6.97595e-07 1.18907e-06 4.02795e-06 5.50325e-07 -2.57637e-08 3.41257e-06 -9.67791e-08 -4.50217e-06 -1.89376e-09 1.09091e-07 -5.45251e-07 1.91977e-07 -3.2228e-06 -4.63995e-07 -1.0834e-06 -1.81898e-06
internal_weight=0 3096 3076 3052 3015 2991 2970 139 119 90 2831 2806 2784 2398 386 343 63 280 2372 48 2324 49 2275 259 212 189 43 167 145 123
internal_count=3121 3096 3076 3052 3015 2991 2970 139 119 90 2831 2806 2784 2398 386 343 63 280 2372 48 2324 49 2275 259 212 189 43 167 145 123
is_linear=0
shrinkage=0.1


Tree=6617
num_leaves=31
num_cat=0
split_feature=156 16 1 474 0 12 12 16 11 33 97 9 31 376 160 48 40 43 1 159 9 1 39 2 2 15 2 153 448 457
split_gain=1.55314e-08 1.62032e-08 4.20321e-08 3.2301e-08 1.59893e-08 9.14767e-08 4.1864e-08 3.44633e-08 2.99732e-08 3.35658e-08 2.03243e-08 5.41168e-08 2.22358e-08 2.49201e-08 4.77482e-08 8.50593e-08 2.93796e-08 4.35558e-08 3.07741e-08 5.7255e-08 5.65502e-08 3.29671e-08 2.78447e-08 2.6865e-08 4.95694e-08 3.12608e-08 1.94279e-08 1.77391e-08 2.02325e-08 4.72036e-08
threshold=0.32523500000000005 0.63636000000000015 0.10752500000000002 0.12103000000000001 0.10455500000000001 0.099100000000000008 0.091200000000000017 0.042200000000000008 -0.011194999999999998 -0.009184999999999997 -0.085734999999999992 -0.090659999999999977 -0.082169999999999979 0.083890000000000006 -0.061284999999999992 0.085790000000000019 -0.071619999999999989 -0.23714499999999997 0.13743000000000002 0.085545000000000024 0.09055500000000001 0.14554000000000003 0.10713500000000002 0.10699500000000002 0.13913500000000004 -0.093244999999999981 0.10444500000000002 1.0000000180025095e-35 -0.049344999999999993 0.09228500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 6 7 -6 -1 -10 -11 -12 -13 16 -15 -16 17 -14 20 21 22 -20 27 25 -25 -19 -8 28 29 -18
right_child=-2 2 -4 -5 5 -7 26 -9 9 10 11 12 13 14 15 -17 18 23 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=3.6284505214375125e-06 2.7103701410981431e-06 1.3487184662608344e-06 -4.9854359210596302e-06 4.0140310852621042e-06 7.1834471333577557e-07 -6.4150782533873164e-06 4.4728188489292125e-07 -3.6374538634685019e-06 -3.8869916646821034e-06 -3.0654146709843014e-06 5.2404510142878282e-06 -3.2216062866804609e-06 2.2471809089097405e-06 -1.9530679594481625e-06 6.7958986274874181e-06 -2.0160513176542258e-07 -6.2598995541382907e-08 -7.1351251249108753e-06 -6.8714945386587219e-06 1.8000976174684745e-06 4.5078902076056694e-06 -1.5637750875612257e-06 3.2017623993851887e-06 2.5988885826419312e-06 -3.6504877167923645e-06 -1.6787335838890679e-06 4.6996017632946781e-06 -2.6198554724032876e-06 1.1416311614219074e-07 -5.3233394401499742e-06
leaf_weight=23 21 20 22 20 39 26 21 34 22 21 20 21 24 27 32 38 66 21 22 26 29 25 28 22 30 21 22 25 2330 23
leaf_count=23 21 20 22 20 39 26 21 34 22 21 20 21 24 27 32 38 66 21 22 26 29 25 28 22 30 21 22 25 2330 23
internal_value=0 -1.83685e-08 -1.96917e-06 8.42473e-09 -1.79453e-08 -1.05398e-06 1.47639e-07 -1.31038e-06 3.2855e-08 4.0702e-09 3.40959e-08 5.70958e-08 2.02036e-08 4.46131e-08 1.61933e-06 2.99725e-06 -1.21282e-08 -1.55507e-06 5.86048e-08 -1.96527e-06 1.17678e-07 -4.04824e-06 6.6175e-08 -2.52585e-06 -1.00652e-06 -4.40693e-06 2.62289e-06 3.02518e-08 5.76402e-08 -1.42212e-06
internal_weight=0 3100 42 3058 3038 142 116 73 2896 2873 2851 2830 2810 2789 97 70 2692 118 2574 73 2501 47 2472 94 52 42 43 2444 2419 89
internal_count=3121 3100 42 3058 3038 142 116 73 2896 2873 2851 2830 2810 2789 97 70 2692 118 2574 73 2501 47 2472 94 52 42 43 2444 2419 89
is_linear=0
shrinkage=0.1


Tree=6618
num_leaves=31
num_cat=0
split_feature=1211 1 1 12 3 43 1186 393 1213 1213 394 15 390 1213 1212 402 1210 1446 1446 403 474 2 159 159 2 403 0 1212 15 159
split_gain=1.26569e-08 7.24309e-08 1.86287e-07 6.08677e-08 8.39867e-08 6.53041e-08 1.93352e-08 1.93155e-08 1.74367e-08 2.5964e-08 1.45836e-08 1.21176e-07 2.10303e-08 1.43389e-08 1.99595e-07 1.66102e-07 9.01373e-08 3.62335e-08 2.90502e-07 1.26401e-07 7.68145e-08 6.82662e-08 5.74799e-08 1.19562e-07 1.13016e-07 3.36546e-08 4.29043e-08 2.74151e-08 1.27175e-07 2.72447e-08
threshold=0.087635000000000005 0.094385000000000011 0.089475000000000013 0.090165000000000009 -0.078344999999999984 -0.0017249999999999998 -0.095479999999999982 0.11333500000000001 0.23509000000000002 0.12439000000000001 -0.10499499999999999 0.085315000000000016 0.087590000000000015 -0.090764999999999985 -0.089544999999999986 0.11174500000000002 -0.079504999999999978 0.083715000000000026 0.085345000000000018 -0.55157999999999985 0.088290000000000021 0.081135000000000013 -0.025879999999999997 -0.015149999999999999 0.087245000000000003 0.62200000000000011 -0.081584999999999977 -0.063924999999999996 0.085730000000000015 -0.071469999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 -1 8 9 10 11 -8 13 16 -15 17 -12 19 -19 -16 21 -20 24 -24 -23 26 -18 28 -21 -26
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 12 -13 -14 14 15 -17 25 18 20 27 -22 22 23 -25 29 -27 -28 -29 -30 -31
leaf_value=-2.5712722291852213e-06 5.9856479933929367e-06 -4.4103227067311808e-06 1.041541520949284e-05 -7.50613954835444e-06 1.1133709694359613e-06 -5.913546639627991e-07 -5.927778236049374e-06 3.0774672404731974e-06 -2.9119931522949457e-06 3.4834082357736497e-06 -5.8001651209891749e-06 4.0465607325824662e-06 2.4203574698081608e-06 7.3008767810119324e-06 -7.8432247743789744e-06 -6.7482186037719865e-06 -2.9760251404503593e-07 1.0203331687589967e-05 5.1068325222201701e-06 7.9559694024117735e-06 -5.1504963704684535e-06 -8.4519149550033048e-06 7.4256702246202631e-06 -1.8040607514535623e-06 1.2759506104815115e-06 -3.4876953714046979e-06 4.3247165515530082e-06 -1.0100200348548083e-07 -2.2040782044184329e-06 -2.8574365624871979e-06
leaf_weight=30 26 22 21 20 26 36 29 20 21 21 31 21 35 37 21 37 71 31 28 22 27 20 25 32 52 20 28 2260 28 23
leaf_count=30 26 22 21 20 26 36 29 20 21 21 31 21 35 37 21 37 71 31 28 22 27 20 25 32 52 20 28 2260 28 23
internal_value=0 8.9311e-07 1.79757e-06 1.21879e-07 -2.63424e-06 2.16674e-06 -4.54124e-08 -1.96383e-08 -4.08514e-08 -2.00532e-08 -4.5617e-08 -1.73856e-06 -1.56853e-08 -4.62121e-08 7.7663e-09 -9.57813e-08 -9.97312e-07 3.03555e-11 1.17535e-06 -1.19972e-07 -1.76668e-07 5.69407e-07 -2.66435e-07 2.24407e-06 -1.77274e-06 2.53852e-07 1.00972e-06 -4.97608e-08 2.26634e-06 8.37854e-09
internal_weight=0 151 129 108 46 62 2970 2940 2920 2899 2878 50 2828 2793 2643 2606 150 2569 238 2331 207 180 152 57 95 119 99 2310 50 75
internal_count=3121 151 129 108 46 62 2970 2940 2920 2899 2878 50 2828 2793 2643 2606 150 2569 238 2331 207 180 152 57 95 119 99 2310 50 75
is_linear=0
shrinkage=0.1


Tree=6619
num_leaves=31
num_cat=0
split_feature=129 42 1184 1427 12 1427 131 132 1203 393 50 120 1 15 33 9 47 9 47 0 484 51 1366 484 475 1375 1371 1373 150 457
split_gain=1.28368e-08 8.6505e-08 5.19461e-08 1.74859e-08 5.01738e-08 2.2242e-08 2.17301e-08 1.64654e-08 3.93782e-07 1.99374e-07 8.50788e-08 1.79309e-08 3.50111e-08 3.92675e-08 2.49714e-08 2.58406e-08 3.84824e-08 3.41257e-07 2.30493e-07 3.8142e-08 3.55475e-08 3.5583e-08 3.22467e-08 3.78783e-08 1.78209e-07 1.11197e-07 1.01853e-07 6.64624e-08 5.8917e-08 5.6795e-08
threshold=-0.077709999999999987 -0.015274999999999999 0.089075000000000015 0.086555000000000007 0.088725000000000012 0.078535000000000008 0.089415000000000008 -0.083284999999999984 0.089165000000000008 0.12679500000000002 0.093975000000000017 0.090440000000000006 0.16540500000000002 -0.56020999999999987 -0.018454999999999996 0.091600000000000015 0.094160000000000008 0.084755000000000011 0.09717000000000002 1.0000000180025095e-35 -0.078424999999999981 -0.10201499999999998 -0.082814999999999986 0.086135000000000017 -0.085684999999999997 -0.022119999999999997 0.083235000000000017 1.0000000180025095e-35 0.12640500000000002 0.10613500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 -6 8 10 11 -2 12 13 -9 -15 16 17 22 -18 -17 -20 -22 -16 26 -25 -26 27 28 29 -24
right_child=2 -3 -4 4 6 -7 -8 9 -10 -11 -12 -13 -14 14 15 19 18 -19 20 -21 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-6.5301213123261515e-06 1.4128168110971728e-07 1.7297636212276757e-06 4.7612002123534463e-06 4.1593345768715895e-06 1.2439477690880571e-06 -3.080878209971161e-06 -3.1608077002991719e-06 -3.6822062470334993e-06 1.4163437631395938e-05 -1.0035983088982904e-05 -6.7765796552521363e-06 -2.6285312926050279e-06 3.983155793527906e-06 3.4522985309931321e-06 3.5185276828997304e-06 -5.6200138806161707e-06 1.1221367256417755e-05 -1.249739921976553e-05 -2.4619680382387839e-06 5.5590756574019908e-07 3.7358740395835155e-06 2.3967793413774445e-07 -1.6405629785667151e-07 8.9853709553722186e-06 -6.8836876948807917e-06 9.5539014816830252e-07 -7.2638599613128473e-06 4.4287856312053012e-06 -4.4213070076182248e-06 4.1507656371850901e-06
leaf_weight=21 160 32 23 37 24 24 21 29 20 20 20 26 22 21 26 20 21 22 39 20 35 173 1914 26 20 190 20 32 32 31
leaf_count=21 160 32 23 37 24 24 21 29 20 20 20 26 22 21 26 20 21 22 39 20 35 173 1914 26 20 190 20 32 32 31
internal_value=0 -1.54302e-06 2.66541e-08 -9.10761e-09 1.43138e-06 -4.89726e-08 -8.11605e-07 -2.42139e-08 8.51711e-07 -8.81734e-08 -6.2737e-07 -1.50009e-08 1.02319e-08 -2.24916e-08 1.76794e-08 -9.83947e-09 2.92495e-08 -1.02187e-07 1.16363e-06 -2.53205e-06 3.08515e-07 8.2798e-07 1.68415e-08 -2.33545e-08 1.17572e-06 2.08811e-07 -1.62823e-07 -9.21308e-08 -1.65307e-07 -9.52854e-08
internal_weight=0 53 3068 3045 82 2963 45 2939 200 2739 180 2719 2693 2671 2642 2621 2581 2313 268 40 247 208 2291 2265 236 210 2029 2009 1977 1945
internal_count=3121 53 3068 3045 82 2963 45 2939 200 2739 180 2719 2693 2671 2642 2621 2581 2313 268 40 247 208 2291 2265 236 210 2029 2009 1977 1945
is_linear=0
shrinkage=0.1


Tree=6620
num_leaves=31
num_cat=0
split_feature=132 1185 1203 156 1426 1428 16 52 52 13 13 12 124 15 13 52 12 43 42 4 15 1429 1429 12 2 2 160 15 130 39
split_gain=1.44079e-08 9.98412e-08 7.10948e-08 1.32783e-08 1.9163e-08 2.16322e-08 1.63116e-08 4.83017e-08 7.32405e-08 4.71753e-08 6.69335e-08 6.64454e-08 4.86729e-08 4.87196e-08 6.35556e-08 1.13182e-07 6.97787e-08 6.05326e-08 7.69337e-08 5.9597e-08 4.14211e-08 3.79878e-08 6.17589e-08 4.11102e-08 6.75845e-08 4.23061e-08 5.22959e-08 3.28165e-08 3.16638e-08 4.06773e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.32523500000000005 -0.081389999999999976 0.092095000000000024 0.061255000000000011 -0.23375999999999997 -0.16675999999999999 0.095710000000000017 0.25761500000000009 0.096075000000000008 -1.0000000180025095e-35 -0.089964999999999976 -0.077799999999999994 0.093665000000000012 0.092755000000000018 -0.095589999999999994 -0.074124999999999983 -0.022844999999999997 -0.011859999999999997 -0.078659999999999994 -0.0091699999999999993 0.097325000000000009 0.10855000000000002 0.10381000000000001 -0.016279999999999996 -0.037864999999999989 -0.22562499999999999 0.12768500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 7 -6 -9 12 11 -11 -8 19 16 17 20 -16 -19 -14 -15 -20 -23 25 -25 26 -24 -28 -10 -30
right_child=1 3 -4 -5 5 -7 9 8 28 10 -12 -13 13 14 15 -17 -18 18 21 -21 -22 22 23 24 -26 -27 27 -29 29 -31
leaf_value=-1.1053225995429109e-07 6.9296127180894554e-06 -2.40489860406149e-06 -5.585683866503065e-06 2.5146928551510517e-06 -4.4522551789945602e-06 2.5642181666949969e-06 2.5235560259847934e-06 6.1782395187037776e-06 -3.5130244896208754e-06 -1.6716682600009996e-07 -3.3280088666742813e-06 6.3938680616984405e-06 -6.7333536662772536e-07 2.2126877743952412e-06 3.8519743611686868e-06 -7.1585369741197525e-06 6.3833255331874608e-06 -7.3498834262863975e-06 3.2908936054809602e-06 -8.3932450843349228e-06 -2.2297828547041636e-06 -6.2643943320753443e-06 3.0427887126775616e-06 1.0261334023198287e-06 -6.9222483479398251e-06 3.069283672793506e-06 -5.8184415235830662e-06 -6.2778164082656402e-07 9.4632215259255076e-08 4.3223782372676752e-06
leaf_weight=195 21 33 27 21 23 33 38 20 24 29 20 33 20 41 24 33 21 20 20 20 43 22 22 20 23 39 21 29 2163 23
leaf_count=195 21 33 27 21 23 33 38 20 24 29 20 33 20 41 24 33 21 20 20 20 43 22 22 20 23 39 21 29 2163 23
internal_value=0 5.94569e-08 -7.76429e-07 9.32723e-09 -9.08813e-09 1.89082e-08 -1.11868e-08 1.06948e-07 1.53971e-07 -5.05905e-07 1.70231e-06 3.325e-06 -9.02997e-07 -1.2145e-06 -8.63307e-07 -1.66747e-06 1.22752e-06 -9.12449e-07 -1.44183e-06 -4.53329e-06 -6.14341e-08 -8.38966e-07 -1.30827e-06 -6.0025e-07 -3.22533e-06 4.16671e-07 -1.02016e-06 -2.80786e-06 9.94532e-08 1.39114e-07
internal_weight=0 2899 222 2878 2857 2824 2791 2253 2230 538 82 62 456 418 378 273 105 240 216 40 84 196 176 154 43 111 72 50 2210 2186
internal_count=3121 2899 222 2878 2857 2824 2791 2253 2230 538 82 62 456 418 378 273 105 240 216 40 84 196 176 154 43 111 72 50 2210 2186
is_linear=0
shrinkage=0.1


Tree=6621
num_leaves=31
num_cat=0
split_feature=47 2 47 132 50 1185 2 399 484 484 43 48 47 42 49 48 52 403 133 1213 401 4 130 12 12 133 43 1212 16 42
split_gain=1.41259e-08 1.22832e-07 4.12734e-08 2.01125e-08 3.8003e-07 2.01528e-07 2.4474e-08 4.76686e-08 1.99182e-08 2.78298e-08 2.71491e-08 2.31966e-08 3.82825e-08 1.9789e-08 3.0763e-08 1.96355e-08 1.93538e-08 2.41312e-08 2.46998e-08 2.72761e-08 1.80461e-08 1.00849e-07 2.18158e-07 1.28017e-07 3.60346e-07 2.03085e-07 1.48942e-07 1.36518e-07 2.47738e-07 3.82712e-08
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.083284999999999984 0.092620000000000022 -0.083264999999999992 0.10497000000000002 0.091895000000000018 -0.079429999999999987 -0.051889999999999999 -0.077604999999999993 0.10288500000000002 0.10843500000000002 0.088670000000000013 0.14321000000000003 0.086665000000000006 0.088555000000000009 -0.089609999999999981 -0.015164999999999998 0.0065300000000000002 0.076195000000000013 -0.083644999999999983 0.085235000000000019 0.088245000000000004 0.090695000000000012 -0.071719999999999992 -0.0098449999999999979 -0.092474999999999988 -0.093244999999999981 0.089015000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 7 16 10 -10 -3 15 -13 14 -14 -11 17 -1 19 -19 -7 22 -22 25 -25 27 29 -23 -29 -26
right_child=1 8 -4 5 -6 20 -8 -9 9 11 -12 12 13 -15 -16 -17 -18 18 -20 -21 21 23 -24 24 26 -27 -28 28 -30 -31
leaf_value=1.9417152761098292e-06 -8.2115967023810297e-06 -3.9424645745478715e-06 4.3884575296198655e-06 -1.0033096306187873e-05 1.4075209742259176e-05 1.3565215116963793e-07 1.9654343497787717e-06 -4.6719206164292199e-06 3.3820351522990683e-06 -3.8610039756613634e-07 8.4671825902660206e-07 4.2840456040317398e-06 3.2030999353470114e-06 -2.6327333805718148e-06 -1.9713767460416423e-06 -3.4581864456413315e-06 2.3303790603677042e-06 -8.1305697676725694e-07 9.5746779606997742e-07 -5.9156367387913632e-06 -1.011126807732639e-05 6.4036929350095305e-06 2.4440780780423668e-06 1.1018668526016231e-05 -3.6845079011982308e-07 -9.8928996657412848e-06 -7.0493753452995274e-06 4.1481007496326195e-06 -9.528115278866469e-06 5.5004585516371672e-06
leaf_weight=23 20 29 22 20 20 2279 33 29 25 124 20 27 27 22 20 25 25 22 21 20 31 25 25 35 25 26 28 27 26 20
leaf_count=23 20 29 22 20 20 2279 33 29 25 124 20 27 27 22 20 25 25 22 21 20 31 25 25 35 25 26 28 27 26 20
internal_value=0 -6.09451e-07 7.42649e-08 3.98765e-08 1.02437e-06 -3.41428e-08 -4.84397e-07 -1.06186e-06 -1.32828e-07 2.03796e-07 -1.9877e-06 -1.20514e-07 1.09172e-06 -1.57449e-07 1.00119e-06 -9.01551e-07 -1.18687e-07 -8.30625e-07 -1.84275e-06 -3.24286e-06 4.43727e-08 -7.31843e-07 -4.5062e-06 2.65158e-07 2.67656e-06 -2.23899e-06 -1.32308e-06 3.12308e-07 -2.56099e-06 2.23995e-06
internal_weight=0 339 2782 2760 193 2567 173 140 319 270 49 245 96 69 47 149 111 86 63 42 2547 268 56 212 108 104 73 78 53 45
internal_count=3121 339 2782 2760 193 2567 173 140 319 270 49 245 96 69 47 149 111 86 63 42 2547 268 56 212 108 104 73 78 53 45
is_linear=0
shrinkage=0.1


Tree=6622
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 40 120 33 52 52 52 403 3 4 4 2 50 13 13 2 42 2 4 160 3 1 52 43 97 34 11
split_gain=1.49283e-08 1.0626e-07 6.0458e-08 1.31604e-08 2.67852e-08 2.27303e-08 2.12867e-08 1.5128e-08 1.6525e-07 1.4432e-07 7.52074e-08 5.30452e-08 1.0463e-07 7.13585e-08 6.19265e-08 4.24802e-08 4.22385e-08 1.57125e-07 1.91764e-07 3.48163e-07 2.20959e-07 1.39685e-07 6.86326e-08 6.51197e-08 7.02716e-08 9.46736e-08 2.68981e-08 2.13286e-08 5.85888e-08 5.14537e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.0066799999999999993 0.10160000000000001 0.096795000000000006 0.10611000000000001 -0.44023999999999991 -0.086224999999999982 -0.077679999999999985 -0.081609999999999988 0.09580000000000001 0.096900000000000014 -0.077944999999999987 -0.081029999999999977 0.092235000000000025 0.089810000000000015 0.10188000000000001 -0.067104999999999984 -0.4909099999999999 -0.073309999999999986 0.10205500000000002 0.41580500000000004 -0.08076499999999999 -0.086464999999999986 -0.08786999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 -6 8 27 -9 -11 13 15 -12 -15 -13 17 18 19 22 -20 -18 -14 -23 25 -25 -22 -8 -29 -30
right_child=1 3 -4 4 5 -7 7 9 -10 10 11 12 16 14 -16 -17 21 -19 20 -21 26 23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-1.6337673329025699e-07 7.1480837245222323e-06 2.3912845328920719e-06 -5.1341446740999733e-06 -3.6571315740729914e-06 2.5151487975425413e-06 3.217180443987838e-06 -3.1595159800769004e-06 7.29732468134271e-06 -8.0804374350079284e-06 -5.5423204428181005e-06 -5.3872793375830949e-06 7.0505107594405726e-06 3.7965244109727795e-06 3.3477587230379414e-06 -2.8261919844612059e-06 1.4110634682848203e-06 -7.4698988003417212e-06 6.8003659360982019e-06 1.2224569235556935e-05 -1.426728675358969e-05 -2.9314682433323468e-06 5.1655065797841299e-06 -2.7216675906467055e-06 4.712867086857079e-08 2.7434098436580308e-06 -8.492439896485848e-06 1.9887264388671611e-06 4.8834295938604557e-06 -4.8962146283057255e-06 -3.5336074735363548e-08
leaf_weight=194 21 23 28 20 33 22 22 29 26 23 35 34 30 32 33 22 28 39 21 22 20 23 35 37 35 20 25 24 22 2143
leaf_count=194 21 23 28 20 33 22 22 29 26 23 35 34 30 32 33 22 28 39 21 22 20 23 35 37 35 20 25 24 22 2143
internal_value=0 6.05254e-08 -7.9032e-07 8.80934e-09 -1.0384e-08 1.53426e-08 -9.6984e-09 -3.96696e-08 -1.546e-07 4.3381e-07 4.65689e-08 3.0837e-07 8.34017e-07 -1.74691e-06 2.13291e-07 4.83501e-06 1.65194e-07 1.13425e-06 -3.10054e-07 -3.3936e-06 3.75462e-06 -1.13592e-06 2.86729e-07 4.06269e-07 -7.8354e-07 -2.94921e-06 -1.98027e-07 -6.13971e-08 -3.02602e-08 -8.47307e-08
internal_weight=0 2899 222 2878 2855 2835 2813 2780 2237 543 514 491 391 100 65 56 335 192 153 87 66 143 65 115 92 57 45 2211 2189 2165
internal_count=3121 2899 222 2878 2855 2835 2813 2780 2237 543 514 491 391 100 65 56 335 192 153 87 66 143 65 115 92 57 45 2211 2189 2165
is_linear=0
shrinkage=0.1


Tree=6623
num_leaves=31
num_cat=0
split_feature=1212 16 15 1213 1210 1213 0 1212 1212 0 0 402 1212 52 1209 1210 1210 1210 12 1212 1211 1212 1203 1204 1186 401 1210 13 401 391
split_gain=1.41558e-08 8.61661e-08 1.23839e-07 3.60537e-08 1.81531e-07 1.28634e-07 6.38819e-08 9.32784e-08 8.23068e-08 1.44234e-07 2.38133e-08 2.51409e-08 1.97322e-08 2.93946e-08 2.17228e-08 2.06851e-08 5.8669e-08 4.20385e-08 5.48412e-08 2.74983e-08 3.65313e-08 7.11227e-08 3.23606e-08 8.91407e-08 3.31399e-08 2.93615e-08 3.79417e-08 3.82899e-08 2.85556e-08 6.47587e-08
threshold=-0.09083999999999999 -0.092484999999999984 0.085465000000000013 -0.084619999999999987 -0.094799999999999982 -0.082704999999999987 -0.085804999999999979 0.086920000000000011 0.087615000000000012 -0.084044999999999995 -0.080869999999999984 0.10668000000000001 -0.063924999999999996 0.086965000000000015 -0.084519999999999984 -0.13847499999999999 -0.081369999999999984 -0.064344999999999999 0.089505000000000015 0.13631000000000001 0.11048500000000001 0.11660500000000001 0.088820000000000024 -0.079179999999999987 -0.11456499999999999 -1.0000000180025095e-35 0.0028200000000000005 -0.051094999999999995 0.10632500000000002 -0.087114999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5 7 -6 9 -8 11 -4 13 -7 -14 -16 -17 18 -18 20 22 -22 24 -24 -19 -26 28 -28 29 -27
right_child=3 2 10 5 6 12 8 -9 -10 -11 -12 -13 14 -15 15 16 17 19 -20 -21 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-5.7280579440543992e-06 1.0409556243757834e-05 6.0438853271957024e-06 -5.8313197598636185e-06 -7.4877282674171269e-06 7.8352766621492273e-07 -4.6225220764674964e-07 1.102136894587602e-05 -7.9221411601793077e-06 -1.8504191853265328e-06 5.7628278565784858e-07 4.2008637247788775e-07 -1.1153891259359974e-06 -2.6883065523482705e-06 4.7071156297368526e-06 2.9401859232317902e-06 -5.2736109648235254e-06 6.6285911223282957e-06 3.9688100628154643e-06 -4.3226430493219108e-07 -3.4611300171026538e-06 7.2637240373296672e-06 -8.9006276581308746e-07 -7.1167108805401881e-06 1.4297351994558155e-06 -3.300171192677226e-06 -5.601320890762163e-06 6.1636131093223415e-06 4.9840179729341937e-08 3.1395508504569338e-06 -2.3704007476499715e-08
leaf_weight=30 20 28 20 23 32 22 20 20 38 39 31 26 30 22 24 21 22 21 22 23 20 23 23 26 27 21 20 21 28 2378
leaf_count=30 20 28 20 23 32 22 20 20 38 39 31 26 30 22 24 21 22 21 22 23 20 23 23 26 27 21 20 21 28 2378
internal_value=0 -1.00161e-06 3.48809e-07 4.52854e-08 1.46395e-06 -3.98244e-08 2.63198e-07 -2.56481e-06 1.77924e-06 4.11699e-06 -1.72213e-06 -3.16579e-06 2.14861e-08 2.12243e-06 -1.2129e-08 1.73877e-08 -8.6313e-09 3.27013e-08 3.09816e-06 -1.85646e-08 1.17955e-08 2.9024e-06 -3.66629e-08 -2.58186e-06 1.29057e-08 -2.03904e-08 1.54905e-08 3.03217e-06 -3.54711e-08 -7.25285e-08
internal_weight=0 135 105 2986 169 2817 149 52 97 59 77 46 2794 44 2750 2720 2696 2675 44 2631 2608 43 2565 49 2516 2495 2468 41 2427 2399
internal_count=3121 135 105 2986 169 2817 149 52 97 59 77 46 2794 44 2750 2720 2696 2675 44 2631 2608 43 2565 49 2516 2495 2468 41 2427 2399
is_linear=0
shrinkage=0.1


Tree=6624
num_leaves=31
num_cat=0
split_feature=1209 1212 1212 1213 42 402 52 1213 403 1213 1210 1212 1211 1211 1183 129 1184 394 130 132 1211 15 50 1186 401 402 402 402 133 42
split_gain=1.36404e-08 1.79767e-08 1.54073e-07 1.67424e-07 3.57699e-07 9.64626e-08 2.70843e-08 1.74945e-08 4.60621e-08 2.90144e-08 1.96641e-08 2.29869e-08 2.74543e-08 4.66661e-08 2.42995e-08 2.27051e-08 5.22121e-08 2.37089e-08 2.41071e-08 2.18437e-08 3.93657e-07 3.90205e-07 7.41484e-08 4.78384e-08 1.82241e-08 2.42367e-08 1.24247e-07 2.08858e-08 7.13985e-08 1.84528e-08
threshold=-0.14444499999999996 -0.087464999999999987 -0.089544999999999986 -0.090764999999999985 0.086730000000000015 -0.0044849999999999985 0.086275000000000004 -0.41627499999999995 0.23383500000000004 -0.13252999999999998 -0.13847499999999999 0.13631000000000001 0.11191500000000001 0.11864500000000001 -0.073809999999999973 -0.077709999999999987 0.089075000000000015 -0.088129999999999986 -0.0091299999999999975 -0.083284999999999984 0.097205000000000014 0.091650000000000023 0.09227500000000001 -0.087099999999999997 -0.06959499999999999 -0.45454999999999995 -0.40883999999999993 -0.13813499999999998 0.40945500000000007 0.094365000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -3 9 -9 -11 12 14 -14 -12 -16 17 18 -17 21 23 22 -19 -21 -25 -26 -27 -28 29 -29
right_child=1 7 -4 4 -6 6 -8 8 -10 10 11 -13 13 -15 15 16 -18 19 -20 20 -22 -23 -24 24 25 26 27 28 -30 -31
leaf_value=2.6031670313386712e-06 -8.1696503757071209e-06 2.4013034186693052e-06 -9.2573409392571201e-06 -2.5472518911084518e-06 1.5097316026526642e-05 1.3809547806431511e-06 -2.7137370591390208e-06 3.5837794198216773e-06 -4.7694552051780199e-06 2.8101808838982835e-06 2.6411787975094368e-06 -2.8577989084510593e-06 6.03845574744355e-06 -7.9279970520929056e-07 -2.4761060256208256e-06 -4.4716566684144259e-06 4.8371727292429906e-06 1.8758610336601037e-07 -4.0224948296216444e-07 4.6740362935534826e-06 -1.3718387656678845e-05 1.3205377502137473e-05 -5.8770612251161463e-06 2.1337749272695361e-06 2.9333640792696385e-06 -7.9280630016853584e-06 2.5658937748894752e-06 -1.0311628032298201e-07 -4.8138212029639803e-06 6.9134751708384435e-07
leaf_weight=20 22 31 20 27 20 35 30 23 20 25 34 28 20 20 38 24 22 126 37 22 21 23 24 39 27 20 31 1916 31 345
leaf_count=20 22 31 20 27 20 35 30 23 20 25 34 28 20 20 38 24 22 126 37 22 21 23 24 39 27 20 31 1916 31 345
internal_value=0 -1.67911e-08 -1.07005e-06 1.51937e-07 4.96107e-06 -2.4461e-06 -5.08903e-07 3.82485e-08 1.31268e-08 4.61557e-08 1.7835e-08 -6.67645e-09 2.16326e-08 2.62283e-06 -1.57947e-08 -4.86924e-08 -1.46297e-08 -5.4369e-08 -2.00333e-06 -9.07891e-09 -8.57024e-08 1.07694e-06 -7.82757e-07 3.20625e-08 -1.033e-08 -4.56127e-08 -7.99415e-08 -1.23726e-08 -4.72445e-08 1.81088e-08
internal_weight=0 3101 154 134 47 87 65 2947 2916 2896 2873 2848 2820 40 2780 2746 2708 2686 61 2625 2452 173 150 2431 2409 2370 2343 2323 2292 2261
internal_count=3121 3101 154 134 47 87 65 2947 2916 2896 2873 2848 2820 40 2780 2746 2708 2686 61 2625 2452 173 150 2431 2409 2370 2343 2323 2292 2261
is_linear=0
shrinkage=0.1


Tree=6625
num_leaves=31
num_cat=0
split_feature=2 2 1447 160 402 16 16 15 401 1211 15 401 16 43 0 43 393 132 12 1211 15 43 1210 43 47 15 42 12 1212 4
split_gain=1.49168e-08 7.34077e-08 6.92519e-08 8.1059e-08 6.74607e-08 5.94695e-08 8.34746e-08 4.9004e-08 4.97336e-08 5.87763e-08 4.63084e-08 4.57746e-08 7.16057e-08 9.45922e-08 1.34416e-07 5.52769e-08 6.20723e-08 3.94164e-08 5.17609e-07 3.87975e-07 7.89398e-08 4.00099e-08 1.54448e-07 2.45677e-07 1.33502e-07 1.65952e-07 3.1727e-07 2.40564e-07 2.5595e-07 1.64822e-07
threshold=0.088125000000000023 0.088930000000000023 0.0071200000000000005 -0.53327999999999987 0.13775000000000001 -0.080509999999999984 -0.008069999999999999 0.11842000000000001 -0.46360499999999999 0.11301500000000002 0.11069000000000001 1.0000000180025095e-35 -0.0007049999999999999 0.057265000000000003 -0.079634999999999997 -0.45785999999999999 0.09389500000000002 -0.083284999999999984 0.091840000000000019 0.099430000000000004 0.084905000000000022 -0.0047449999999999992 -0.079504999999999978 -0.041739999999999992 0.092165000000000011 0.085550000000000015 0.087075000000000014 0.088245000000000004 -0.088189999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 11 -2 -7 8 -1 10 17 15 13 14 -13 -5 -17 18 20 21 -10 22 23 -19 25 26 29 28 -27 -23
right_child=1 2 -4 4 -6 6 -8 -9 9 -11 -12 12 -14 -15 -16 16 -18 19 -20 -21 -22 24 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-4.5131469072484399e-06 -6.2643329476272555e-06 -4.7547453136389414e-06 5.0731894484320391e-06 4.1747246602123301e-06 -4.7901151488311938e-06 3.7012607865859616e-06 -3.9703735084814884e-06 -3.3189048484641003e-06 4.912625717964541e-07 5.100209497098919e-06 4.0632944603657966e-06 1.6086415026338417e-06 -2.6549536266390102e-06 -1.8942789665743476e-06 1.1974396775051653e-05 -7.244095369076386e-08 -5.2054731507193239e-06 -3.2866090063656714e-07 1.5776443228141736e-05 -1.3762027638222207e-05 -6.0934165248909272e-06 -7.6726110194158541e-07 2.844674614419467e-07 -1.3373437096478566e-05 -4.5097280785493904e-06 -1.2916981731905252e-05 1.4483428587179029e-05 3.9151170134463717e-06 -4.388794976624884e-07 5.6128657578634978e-06
leaf_weight=21 34 37 26 30 29 23 37 38 67 26 32 29 23 21 22 1281 24 42 22 20 25 88 835 22 37 25 24 58 48 75
leaf_count=21 34 37 26 30 29 23 37 38 67 26 32 29 23 21 22 1281 24 42 22 20 25 88 835 22 37 25 24 58 48 75
internal_value=0 -2.10978e-07 -4.34816e-08 -1.32408e-07 -1.51859e-08 -2.923e-06 -1.02958e-06 2.2654e-07 3.18378e-07 3.88545e-07 3.02275e-07 8.16483e-08 2.20256e-06 3.75427e-06 6.08014e-06 -6.92783e-08 -1.66842e-07 2.15566e-07 1.99703e-06 5.61576e-08 -1.29805e-06 2.76543e-07 -7.84083e-08 -4.8128e-06 1.17542e-06 1.8369e-06 3.74892e-06 -8.92473e-07 -4.7122e-06 2.16838e-06
internal_weight=0 1616 1522 1496 1459 94 60 1505 1467 1446 1420 1430 95 72 51 1335 1305 1388 114 1274 92 1254 899 64 355 318 187 131 73 163
internal_count=3121 1616 1522 1496 1459 94 60 1505 1467 1446 1420 1430 95 72 51 1335 1305 1388 114 1274 92 1254 899 64 355 318 187 131 73 163
is_linear=0
shrinkage=0.1


Tree=6626
num_leaves=31
num_cat=0
split_feature=1211 50 4 3 2 1186 393 1208 1208 1209 3 1212 1212 1210 15 42 403 403 1209 401 133 1204 1203 391 1177 128 16 3 3 3
split_gain=1.75718e-08 6.60265e-08 5.64724e-08 1.16159e-07 7.57667e-08 1.92558e-08 2.59853e-08 1.63895e-08 4.51543e-08 2.37683e-08 1.53923e-07 1.92695e-08 5.6394e-08 1.62362e-07 1.56687e-07 3.57569e-08 1.46986e-08 5.66937e-08 3.05513e-08 1.53917e-08 3.60246e-08 1.6255e-08 2.85524e-08 1.8381e-08 2.62145e-08 1.72724e-08 1.96497e-08 1.60707e-08 1.10891e-07 8.85575e-08
threshold=0.09030500000000001 0.096900000000000014 -0.079329999999999984 -0.082974999999999979 0.089125000000000024 -0.095479999999999982 0.11333500000000001 0.11846000000000001 0.10683000000000002 -0.087199999999999986 -0.082334999999999978 -0.41556999999999994 -0.089544999999999986 -0.21410999999999997 0.088850000000000012 0.089625000000000024 -0.54631999999999992 -0.52800499999999995 -0.064814999999999984 -1.0000000180025095e-35 0.50628500000000021 0.058775000000000008 -1.0000000180025095e-35 -0.086514999999999981 -0.079504999999999978 0.11059000000000001 -0.073404999999999984 -0.082234999999999989 -0.082094999999999987 -0.082334999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 -1 7 8 9 10 -7 15 14 -14 -13 -11 -15 -18 -19 -20 21 22 -21 -24 -25 27 -27 29 -29 -26
right_child=1 -3 4 -5 -6 6 -8 -9 -10 11 -12 12 13 16 -16 -17 17 18 19 20 -22 -23 23 24 25 26 -28 28 -30 -31
leaf_value=-2.5706210169573755e-06 -1.8162482159890784e-06 5.5395781937814153e-06 -7.0921100757459502e-06 8.1001806826125607e-06 5.473147611327649e-07 8.6943018556797003e-06 3.5680202904586625e-06 2.610207933606074e-06 -4.4830563776644261e-06 7.3613240720473904e-07 -2.3939379785118827e-06 -7.2471599064795702e-07 -8.2939043091793497e-06 1.9203191527594757e-06 1.0210393884335645e-05 -4.7815841433873633e-06 -5.2357620009366839e-06 3.6916624759958889e-06 -2.1642813996603602e-06 3.2529513943630338e-06 3.1638083052192613e-06 -2.9059911963713605e-06 2.9415195319870694e-06 -3.7080434935887752e-06 1.2953947530756664e-07 1.8484864540369018e-07 -4.1460289886365651e-06 -7.4725309862818294e-06 -1.503229907227909e-07 6.8484983057715003e-06
leaf_weight=30 27 27 20 21 37 21 20 23 23 23 31 38 24 38 20 24 21 22 34 26 35 20 20 20 1023 20 22 21 1370 20
leaf_count=30 27 27 20 21 37 21 20 23 23 23 31 38 24 38 20 24 21 22 34 26 35 20 20 20 1023 20 22 21 1370 20
internal_value=0 1.12911e-06 -5.01393e-09 2.52219e-06 -2.13319e-06 -4.98689e-08 -2.43121e-08 -4.8758e-08 -6.97307e-08 -3.46437e-08 2.08401e-06 -7.34223e-08 -3.96441e-08 -1.05056e-07 3.04601e-06 -2.08142e-06 -3.25887e-08 -6.03413e-08 -1.93749e-08 -5.0406e-08 -2.27311e-08 -6.62631e-08 -4.39206e-08 -7.799e-08 -1.02185e-07 -7.30583e-08 -2.08371e-06 -3.83635e-08 -2.60867e-07 2.58379e-07
internal_weight=0 132 105 48 57 2989 2959 2939 2916 2893 52 2841 2794 2736 58 47 2712 2674 2653 2631 2597 2562 2542 2516 2496 2476 42 2434 1391 1043
internal_count=3121 132 105 48 57 2989 2959 2939 2916 2893 52 2841 2794 2736 58 47 2712 2674 2653 2631 2597 2562 2542 2516 2496 2476 42 2434 1391 1043
is_linear=0
shrinkage=0.1


Tree=6627
num_leaves=31
num_cat=0
split_feature=132 1185 15 1 1 1456 15 154 157 475 52 484 160 2 484 402 1456 482 482 2 47 10 1 1 50 52 42 52 456 16
split_gain=1.60231e-08 8.64194e-08 4.62864e-08 1.97686e-08 2.13933e-08 1.42201e-08 4.14667e-08 2.4282e-08 4.52903e-08 1.87029e-08 1.6975e-08 1.03336e-07 1.6519e-07 1.18973e-07 8.43315e-08 6.07833e-08 5.47297e-08 4.45744e-08 1.76059e-07 6.96646e-08 4.66599e-08 2.54748e-07 2.40406e-07 1.30922e-07 5.40749e-08 4.00918e-08 1.18957e-07 4.78175e-08 7.16437e-08 1.51393e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.089625000000000024 0.11507500000000002 0.10959500000000001 -0.066844999999999988 0.085530000000000009 0.63604500000000008 -0.49729499999999999 -0.0092699999999999987 -0.081614999999999979 -0.025879999999999997 0.087625000000000022 -0.078424999999999981 0.11086000000000001 0.091180000000000011 0.098465000000000011 0.090355000000000005 0.25063000000000007 0.094160000000000008 -0.013164999999999998 0.092945000000000014 0.099990000000000009 0.13120500000000004 -0.013374999999999998 0.084755000000000011 -0.015539999999999998 0.08790000000000002 -0.0092699999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 7 -7 8 9 -3 15 12 -12 -14 -13 16 25 18 19 20 21 -16 -22 -24 -25 27 -27 28 -11 -30
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leaf_value=2.8890835828102958e-07 6.4544196729478982e-06 3.1050801771925764e-06 -4.4717081035135681e-06 -4.3175019455206486e-06 2.0144655991316542e-07 1.5305660278604941e-06 -3.7416596176496705e-06 3.5207794235248003e-06 -4.7176973191653814e-06 -1.8396529874319734e-08 8.5291358021179005e-06 -6.096038794499816e-06 -6.1790299128006161e-06 4.0798729938929822e-06 -9.801136140743857e-06 -4.8781622347909053e-06 4.7782253003250931e-06 -3.2466639403968369e-06 9.5418940418312569e-06 -5.0335538133503214e-06 9.1192379639843637e-06 1.9249952849203735e-07 -7.696902589486855e-06 -1.7340951722467759e-07 5.3076111688217986e-06 1.6536259982271787e-06 -8.8914529442263305e-06 4.2776211804114917e-06 -1.0425697073081946e-05 2.5818700824705353e-07
leaf_weight=150 21 20 30 22 20 26 35 20 20 870 38 22 20 26 26 28 22 38 20 26 35 1346 20 72 24 23 20 24 21 36
leaf_count=150 21 20 30 22 20 26 35 20 20 870 38 22 20 26 26 28 22 38 20 26 35 1346 20 72 24 23 20 24 21 36
internal_value=0 6.27052e-08 -8.18789e-07 -2.4802e-07 -2.16562e-06 1.60666e-08 -1.49448e-06 4.87763e-08 2.39497e-08 5.80991e-08 3.59955e-08 2.29708e-07 3.65004e-06 -3.8052e-07 5.33374e-08 -2.81849e-07 -1.55179e-07 1.37523e-07 2.19486e-07 9.91187e-08 1.86741e-07 3.11576e-09 1.85518e-06 -3.36559e-07 1.19685e-06 -2.64369e-07 -3.25106e-06 -1.29324e-07 -2.4342e-07 -3.67798e-06
internal_weight=0 2899 222 192 42 2878 61 2817 2797 2777 2757 1713 84 46 1629 1044 1016 1607 1569 1549 1523 1372 151 116 96 994 43 951 927 57
internal_count=3121 2899 222 192 42 2878 61 2817 2797 2777 2757 1713 84 46 1629 1044 1016 1607 1569 1549 1523 1372 151 116 96 994 43 951 927 57
is_linear=0
shrinkage=0.1


Tree=6628
num_leaves=31
num_cat=0
split_feature=47 2 9 96 47 10 3 3 484 160 42 2 0 48 0 3 10 0 0 132 1203 1185 1 39 9 2 10 1213 1212 1213
split_gain=1.39493e-08 9.1596e-08 3.85798e-08 1.99764e-07 6.81422e-08 3.01197e-08 2.19735e-08 4.87302e-08 3.63425e-08 2.42882e-08 3.17328e-08 2.29303e-08 6.7877e-08 3.81628e-08 2.64488e-08 2.23536e-08 2.06481e-08 7.68495e-08 6.24074e-08 1.94058e-08 4.02723e-07 2.06555e-07 6.11996e-08 2.0504e-08 6.39029e-08 4.17161e-08 4.16608e-08 1.84098e-08 1.38998e-07 1.23989e-07
threshold=0.092165000000000011 -1.0000000180025095e-35 -0.013509999999999999 0.083595000000000017 0.090100000000000013 -0.0087699999999999983 -0.078084999999999988 -0.075359999999999996 -0.075319999999999984 -0.022194999999999996 0.089625000000000024 0.10402500000000002 -0.097024999999999986 0.13400000000000004 -0.071339999999999987 -0.096544999999999978 -0.0093599999999999985 -0.084804999999999978 -0.057069999999999989 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.088135000000000005 -1.0000000180025095e-35 0.092235000000000011 0.11293500000000002 0.046740000000000011 -0.084704999999999989 -0.089079999999999979 -0.087969999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 16 -5 8 -8 -3 -10 15 12 -9 -13 -14 -11 17 -4 -19 20 22 -21 -18 25 26 -23 27 29 -29 -25
right_child=1 6 4 5 -6 -7 7 11 9 10 -12 13 14 -15 -16 -17 19 18 -20 21 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=1.0618455856036322e-05 -7.1703932144373546e-06 -4.1624034734453627e-06 6.1829706028220249e-06 9.3031190722752237e-07 -5.6648807869697487e-06 -3.7671056513014872e-06 4.8282982749262139e-06 5.267535885003292e-06 2.5281342000009016e-06 -4.2828187906707168e-07 1.5011524192232173e-06 -3.5321304342990824e-06 -2.9543741008334716e-06 1.1684999061993687e-06 1.1481932426360084e-06 -4.5780491324910182e-06 2.2892028699684803e-07 -4.6885331129043973e-06 2.9328037354306699e-06 -1.0188255059802033e-05 1.4407469279831275e-05 5.2115319466462434e-06 -4.9563645781610698e-06 -2.0682389558824579e-07 -4.0900892616347944e-06 -1.0987675813112219e-06 4.2789936940054128e-06 -7.2222994184037955e-06 2.1386433761285738e-10 5.8376129345560919e-06
leaf_weight=21 20 31 25 39 21 21 23 26 24 25 30 39 30 31 33 27 145 21 22 20 20 22 27 197 38 20 23 27 2032 41
leaf_count=21 20 31 25 39 21 21 23 26 24 25 30 39 30 31 33 27 145 21 22 20 20 22 27 197 38 20 23 27 2032 41
internal_value=0 -6.05636e-07 7.37932e-08 2.2242e-06 9.3048e-09 -7.13784e-07 -1.94052e-07 5.26024e-07 -1.15065e-06 -2.69855e-07 -1.08878e-06 -9.63176e-08 9.68709e-07 -1.45042e-06 -8.0541e-07 -2.58297e-06 5.37667e-08 1.77407e-06 -7.89244e-07 8.98086e-09 9.76672e-07 -6.77946e-08 -5.85049e-07 1.65426e-08 -2.24666e-08 2.20663e-06 4.41583e-08 1.7546e-09 -9.44961e-08 8.34445e-07
internal_weight=0 339 2782 81 2701 60 319 182 137 106 82 159 89 70 63 52 2680 68 43 2612 192 2420 172 2400 2358 42 2320 2297 2059 238
internal_count=3121 339 2782 81 2701 60 319 182 137 106 82 159 89 70 63 52 2680 68 43 2612 192 2420 172 2400 2358 42 2320 2297 2059 238
is_linear=0
shrinkage=0.1


Tree=6629
num_leaves=31
num_cat=0
split_feature=1211 1 1 13 3 1212 1203 1200 401 1213 402 402 401 1185 1429 133 1429 456 160 160 2 51 456 156 474 156 1420 52 155 471
split_gain=1.57065e-08 6.2366e-08 1.46025e-07 6.40916e-08 3.82087e-08 4.1236e-08 1.91953e-08 7.96118e-08 1.72979e-08 2.32058e-08 1.90518e-08 5.10523e-08 1.74077e-08 1.49146e-08 1.48261e-08 6.28301e-08 1.0806e-07 2.41009e-07 4.77878e-08 1.48383e-07 8.4119e-08 1.82186e-07 1.24443e-07 2.95114e-08 3.53846e-08 4.42162e-08 2.7328e-08 3.11413e-08 3.05293e-08 2.39546e-08
threshold=0.087635000000000005 0.094385000000000011 0.089475000000000013 -0.012549999999999997 -0.080484999999999987 0.10761500000000002 0.089745000000000019 0.084780000000000008 0.13837000000000002 0.17417500000000002 -0.45015499999999992 -0.41596499999999997 -0.099524999999999988 0.093750000000000014 0.032755000000000006 0.091250000000000012 0.083780000000000007 0.041000000000000002 -0.090764999999999985 -0.087874999999999995 0.087625000000000022 -0.085604999999999987 0.041000000000000002 0.094415000000000013 0.084550000000000014 0.08549000000000001 -0.08341999999999998 -0.56368999999999991 0.14547000000000002 0.091465000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 8 -8 9 10 -1 -12 -13 14 26 16 17 -16 -18 -20 21 -21 23 24 -22 -26 -14 -28 29 -29
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11 11 12 13 -15 15 -17 18 -19 19 20 22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-2.3768172852937025e-06 7.2692066873969459e-06 -3.9262700645601647e-06 9.4641200218705172e-06 -3.4036494426459286e-06 -4.321815557280691e-07 8.4767957218900859e-07 -5.4134501336496516e-06 2.0714110616137516e-06 -2.9458142489602324e-06 2.7720182212457685e-06 5.0389780074056033e-06 -2.7711291888566773e-06 3.5236251953254242e-06 -2.6021215371036473e-06 -1.278203870133834e-05 3.2671820362237568e-06 -4.7029134019670559e-06 2.035260634632626e-06 8.3767050165306502e-06 -3.0107326389432794e-06 1.2714270785461571e-06 8.6141545615156731e-06 -9.1582430486812967e-06 2.1279644636672821e-06 -7.4624435440235749e-07 -6.7713814403413421e-06 -3.0888569778741637e-06 3.6350748557641644e-08 3.8971352350494095e-06 3.2792340710369424e-06
leaf_weight=34 20 22 21 32 36 20 30 27 20 30 20 23 23 22 23 36 22 21 20 28 26 26 21 27 29 21 31 2366 21 23
leaf_count=34 20 22 21 32 36 20 30 27 20 30 20 23 23 22 23 36 22 21 20 28 26 26 21 27 29 21 31 2366 21 23
internal_value=0 9.94907e-07 1.83418e-06 3.50578e-07 1.93131e-06 4.05844e-06 -5.05827e-08 -1.86799e-06 -1.50206e-08 5.24064e-09 -2.37511e-08 4.52895e-09 -3.13162e-08 -8.69748e-09 1.19448e-08 -6.51805e-07 -1.18621e-06 -5.71015e-06 -2.81425e-07 2.09851e-07 -7.07773e-07 2.58644e-06 -2.14235e-06 -7.11922e-07 -1.72083e-06 -3.2768e-06 9.27585e-08 6.04316e-08 1.00941e-07 6.75715e-08
internal_weight=0 151 129 108 76 40 2970 57 2913 2893 2863 2829 2809 2786 2764 300 264 44 220 198 178 54 124 103 76 50 2464 2441 2410 2389
internal_count=3121 151 129 108 76 40 2970 57 2913 2893 2863 2829 2809 2786 2764 300 264 44 220 198 178 54 124 103 76 50 2464 2441 2410 2389
is_linear=0
shrinkage=0.1


Tree=6630
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1420 157 1429 471 1420 1456 1456 13 1456 0 0 42 158 52 4 484 484 1455 483 482 483 482 483 481 2 1454 47
split_gain=1.3633e-08 9.12773e-08 5.94879e-08 1.43243e-08 3.46921e-08 3.36076e-08 2.30025e-08 3.70844e-08 1.56911e-08 3.30754e-08 1.10289e-07 2.75614e-08 1.28774e-07 1.98034e-07 1.97695e-07 2.8741e-08 2.24654e-08 3.83333e-08 4.2599e-08 1.95774e-08 6.14538e-08 4.4421e-08 1.11703e-07 8.65846e-08 9.10058e-08 6.31157e-08 3.90643e-08 2.38241e-07 4.69153e-08 2.67434e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.079539999999999986 -0.090569999999999998 0.08759500000000002 0.10338500000000002 -0.052439999999999994 0.091295000000000001 0.086355000000000015 -0.085744999999999988 0.0058550000000000008 -0.087414999999999979 -0.090809999999999988 0.087195000000000009 -0.47336999999999996 -0.034054999999999995 -0.023539999999999995 -0.076559999999999975 0.12955000000000003 -0.097209999999999977 0.11517500000000001 0.098465000000000011 0.098395000000000024 0.089745000000000005 0.095345000000000013 -0.081614999999999979 0.083995000000000014 0.078175000000000008 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 7 -5 9 11 -11 15 13 -13 -14 -9 -10 -18 -19 20 -17 22 23 24 25 26 27 -22 29 -28
right_child=1 3 -4 6 5 -7 -8 8 16 10 -12 12 14 -15 -16 19 17 18 -20 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-1.4614093321923953e-07 6.6267436060180837e-06 2.1757487536433477e-06 -5.1544545693071056e-06 3.7582246208061134e-06 -5.0029737520099881e-06 5.5882028012395804e-08 -3.3333446197048035e-06 3.6975977330009551e-06 8.0279867099698606e-07 -2.021587841806071e-06 8.2388219274776015e-06 -3.9337266931246031e-06 3.5510133470936507e-07 9.3635023014420377e-06 -1.221597620480514e-05 -5.4907535286474745e-06 1.182251920302709e-06 -7.405418300550082e-06 -1.0950475608178353e-06 2.1579891210876668e-06 -3.2445715042928805e-06 3.7763835905479938e-06 -5.6652493456380506e-06 5.9614714218696462e-06 -4.875032483000355e-06 5.5812811665202306e-06 -4.5521679812694399e-08 1.0383881678298286e-05 -3.675461472178487e-06 1.1410494277069595e-06
leaf_weight=195 21 20 27 27 29 24 20 22 36 22 20 24 29 21 22 20 21 20 23 44 29 32 34 25 37 21 1989 23 34 210
leaf_count=195 21 20 27 27 29 24 20 22 36 22 20 24 29 21 22 20 21 20 23 44 29 32 34 25 37 21 1989 23 34 210
internal_value=0 5.78365e-08 -7.5526e-07 9.90493e-09 -1.37302e-06 -2.71217e-06 4.58954e-08 7.01628e-08 3.40578e-08 8.03227e-08 2.86432e-06 3.56255e-08 -1.62739e-06 2.27165e-06 -5.06772e-06 9.89784e-08 -1.19566e-06 -2.3198e-06 -4.0301e-06 6.72852e-08 2.97991e-08 7.51611e-08 2.58525e-08 1.07566e-07 4.51043e-08 1.24048e-07 7.38944e-08 2.7834e-06 1.07981e-08 6.77934e-08
internal_weight=0 2899 222 2878 73 53 2805 2785 2758 2658 42 2616 96 45 51 2520 100 64 43 2498 2454 2434 2402 2368 2343 2306 2285 52 2233 2199
internal_count=3121 2899 222 2878 73 53 2805 2785 2758 2658 42 2616 96 45 51 2520 100 64 43 2498 2454 2434 2402 2368 2343 2306 2285 52 2233 2199
is_linear=0
shrinkage=0.1


Tree=6631
num_leaves=31
num_cat=0
split_feature=47 47 47 47 1453 51 132 1186 1185 15 1420 11 12 16 3 11 3 11 41 33 400 12 4 2 2 2 16 151 2 43
split_gain=1.46272e-08 1.595e-07 1.31194e-07 4.27108e-08 2.18531e-08 4.08496e-08 1.95335e-08 3.8451e-07 1.98586e-07 4.16007e-08 1.95709e-08 2.41258e-08 8.19133e-08 6.25235e-08 1.05317e-07 7.41292e-08 4.80078e-08 3.5605e-08 2.57237e-08 5.35247e-08 2.229e-08 7.29274e-08 7.43842e-08 2.23085e-08 1.27171e-07 8.75892e-08 1.50819e-07 6.60092e-08 6.03037e-08 7.04307e-08
threshold=0.094460000000000002 0.091680000000000011 0.096770000000000009 0.089640000000000011 -1.0000000180025095e-35 -0.41904999999999998 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 -0.085599999999999996 0.090070000000000025 0.10149500000000002 0.63167000000000006 -0.082794999999999994 0.08740500000000001 -0.14989499999999997 0.082485000000000017 0.088520000000000015 -1.0000000180025095e-35 -0.077734999999999985 0.087535000000000016 -0.078439999999999996 0.10584500000000001 0.10699500000000002 0.10327000000000001 -0.032969999999999992 -0.10737499999999998 0.11067500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 -4 -6 7 9 -8 -1 -10 13 -13 15 -15 17 -14 18 19 -12 21 -21 -23 25 -25 -22 -27 -26 29 -29
right_child=2 -3 4 -5 5 -7 8 -9 10 -11 11 12 16 14 -16 -17 -18 -19 -20 20 23 22 -24 24 27 26 -28 28 -30 -31
leaf_value=9.4145298855393833e-08 -8.0926003027508895e-06 8.5543677569562131e-06 3.1023443773392505e-06 -4.0280177997304313e-06 -4.5606419354000886e-06 2.6480629044484398e-08 -9.9544162253550904e-06 1.378698658852175e-05 -2.6286427707115463e-06 -4.3205637011851649e-06 4.9132863869485647e-06 5.1121000355217409e-06 -3.8379144269937473e-06 -9.066667903425696e-06 8.5545450845173669e-07 5.7376298724173703e-06 2.6261820039508169e-06 -3.7209317952147106e-06 -2.6574580155457787e-06 -3.335311877918912e-06 5.175486707951082e-08 7.1384405212735028e-06 -4.7672316784008262e-07 -7.3998747701317863e-06 4.8962833735307269e-06 -1.6518397877046916e-06 9.3677848174896407e-06 -6.4871401071176283e-06 -4.1341845965926834e-08 1.0333627710679139e-06
leaf_weight=146 22 22 20 26 21 257 20 21 27 25 23 39 27 20 23 23 20 25 34 20 1687 29 23 26 24 23 27 33 368 20
leaf_count=146 22 22 20 26 21 257 20 21 27 25 23 39 27 20 23 23 20 25 34 20 1687 29 23 26 24 23 27 33 368 20
internal_value=0 7.31725e-08 -6.40495e-07 6.03094e-09 -9.03392e-08 -3.20029e-07 4.41295e-08 1.01697e-06 -2.88049e-08 -5.5128e-07 4.93187e-08 7.80797e-08 1.72409e-06 1.97778e-08 -3.75949e-06 8.79154e-08 -1.08724e-06 3.29013e-08 7.30578e-08 1.13369e-07 6.49492e-08 1.79644e-06 3.7702e-06 8.48742e-09 -6.01928e-07 1.74006e-07 4.29876e-06 -2.04745e-07 -4.9554e-07 -3.64921e-06
internal_weight=0 2801 320 2779 298 278 2753 192 2561 171 2541 2514 86 2428 43 2385 47 2362 2337 2303 2280 72 52 2208 471 1737 50 445 421 53
internal_count=3121 2801 320 2779 298 278 2753 192 2561 171 2541 2514 86 2428 43 2385 47 2362 2337 2303 2280 72 52 2208 471 1737 50 445 421 53
is_linear=0
shrinkage=0.1


Tree=6632
num_leaves=31
num_cat=0
split_feature=47 0 4 47 47 47 0 43 0 47 47 3 393 482 0 121 0 483 484 15 39 2 9 9 12 1 1 1 16 1
split_gain=1.38103e-08 8.82558e-08 5.3781e-07 1.71611e-07 4.77696e-08 4.08581e-08 2.03028e-08 2.01411e-08 1.86384e-08 2.52883e-08 4.56872e-08 3.02113e-08 1.73114e-08 1.66193e-08 6.56578e-08 6.11462e-08 4.75916e-08 1.1439e-07 7.25308e-08 4.89814e-08 2.13496e-08 5.90205e-08 3.96053e-08 7.95018e-08 6.28344e-08 2.19014e-08 1.52375e-07 7.01353e-08 1.84919e-07 1.76549e-07
threshold=0.092165000000000011 -0.10224499999999999 0.076415000000000025 0.09550500000000002 0.090100000000000013 0.10843500000000002 -0.094299999999999981 -0.085474999999999982 -0.060129999999999996 0.11939500000000002 0.10678000000000001 -0.078244999999999995 0.12679500000000002 0.090355000000000005 -0.059114999999999994 -0.094339999999999993 -0.077809999999999976 0.11517500000000001 -0.016164999999999995 -0.026084999999999994 -1.0000000180025095e-35 0.10584500000000001 0.092235000000000011 0.085555000000000006 -1.0000000180025095e-35 0.08801500000000001 0.087325000000000014 0.094220000000000012 -0.093244999999999981 0.092845000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 12 -4 -5 -8 9 10 -9 -12 13 15 16 -1 18 -18 -15 -20 21 -17 23 25 -24 26 -22 28 -27 -30
right_child=1 3 5 6 -6 -7 7 8 -10 -11 11 -13 -14 14 -16 20 17 -19 19 -21 22 -23 24 -25 -26 27 -28 -29 29 -31
leaf_value=-5.4216572239272957e-06 -1.7298662532994059e-05 8.8002955552920785e-06 4.7870748539935447e-06 -3.0237754252219157e-06 4.7147379312016053e-06 -5.7645072432450794e-07 -1.8176356901761336e-06 3.6888169624944568e-06 -1.0427980752270882e-06 3.838304028696322e-06 8.3929656521713307e-07 -4.4068154866614526e-06 2.6046052373483413e-06 6.7957254032080532e-06 5.8285252791279165e-06 6.0511426541086713e-06 -7.4188978467883203e-06 2.6672446717219088e-06 2.1038693543423986e-06 -3.6666380708538782e-06 4.7356624009334427e-08 -1.0766311229067818e-06 -6.9559539924956057e-06 6.135409261159588e-06 7.7982267449832369e-07 -1.0478530879007177e-05 8.0738413146264065e-06 1.0434222756343702e-07 4.1261142460212874e-07 -7.3338140926656102e-06
leaf_weight=21 21 22 20 27 22 49 51 25 52 28 23 21 26 20 24 21 23 22 38 24 1630 26 21 21 21 23 24 578 161 36
leaf_count=21 21 22 20 27 22 49 51 25 52 28 23 21 26 20 24 21 23 22 38 24 1630 26 21 21 21 23 24 578 161 36
internal_value=0 -6.02605e-07 -3.28641e-06 3.67443e-07 7.34318e-08 9.78194e-07 -4.49838e-07 -1.02356e-07 4.84753e-07 1.30365e-06 2.75089e-07 -1.66453e-06 3.64359e-08 1.2013e-08 1.03173e-06 -4.7599e-08 1.25252e-07 -2.48789e-06 1.5593e-06 -1.29875e-07 -3.54932e-09 2.10812e-06 -4.30119e-08 8.70352e-09 -3.08807e-06 -4.37683e-08 1.63823e-07 -4.74039e-07 -1.9936e-06 -1.00298e-06
internal_weight=0 339 90 249 2782 69 227 200 149 97 69 44 2760 2734 151 2583 127 45 82 62 2562 47 2515 2473 42 2452 1654 798 220 197
internal_count=3121 339 90 249 2782 69 227 200 149 97 69 44 2760 2734 151 2583 127 45 82 62 2562 47 2515 2473 42 2452 1654 798 220 197
is_linear=0
shrinkage=0.1


Tree=6633
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 1213 42 130 3 130 43 448 0 148 148 148 1 10 33 479 481 479 480 13 1 1 1 13 1 1 160
split_gain=1.42858e-08 9.6124e-08 5.7062e-08 3.80519e-08 2.08112e-08 1.84235e-08 2.55643e-08 2.30321e-08 1.77521e-08 1.6959e-08 1.39503e-08 3.69619e-08 1.61812e-08 2.64329e-08 2.11891e-08 1.46126e-08 3.66034e-07 2.30719e-07 1.42904e-07 1.65179e-07 6.16422e-08 1.60678e-07 1.55268e-07 6.66861e-08 8.97424e-08 6.79709e-08 3.12858e-07 5.81163e-08 1.09919e-07 7.80059e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 0.086260000000000017 -0.021469999999999996 0.086650000000000019 -0.067429999999999976 0.10797500000000002 -0.0087399999999999995 0.068920000000000023 -0.26343999999999995 -0.098399999999999974 -0.083779999999999979 -0.079549999999999996 0.09253500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.093525000000000011 -0.078899999999999984 0.093525000000000011 0.10272000000000002 -0.078279999999999975 0.091900000000000023 0.091450000000000017 0.090475000000000014 -0.052719999999999996 0.093700000000000019 0.094465000000000007 0.11205000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 -8 -7 11 -3 -13 -14 -15 16 -16 -17 19 -19 21 23 -22 24 25 -18 -27 -21 -29 -30
right_child=1 10 -4 -5 -6 9 7 -9 -10 -11 -12 12 13 14 15 17 20 18 -20 27 22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-3.2184805377255547e-06 6.8002571078111589e-06 3.355783030311807e-06 -5.7331696596174012e-06 -3.9056169443938415e-06 3.0002350248044726e-06 -1.0932434884125541e-06 8.7700012132007125e-07 2.9856082085188974e-06 -3.2858684613046312e-06 2.5210363372861066e-06 -2.6218429002256019e-06 -2.5432588481635325e-06 3.0155806892504064e-06 -2.4641518289822023e-06 -1.3603334111280673e-05 1.0702172117557244e-05 -1.0705881527615783e-07 -9.0824577239345678e-06 8.449644849406469e-06 4.2265712925820319e-06 -9.9710916640019401e-06 8.5864348875475116e-06 1.5898562019436632e-06 5.728411421159763e-06 -6.7390022707058962e-06 -5.3292735756150216e-06 1.1081383787278846e-05 -6.720819415780473e-06 -4.0250738759914236e-08 5.4313230002115376e-06
leaf_weight=34 21 33 21 25 24 20 21 20 20 37 20 25 29 35 20 21 1670 20 20 33 21 22 26 20 20 21 26 24 745 27
leaf_count=34 21 33 21 25 24 20 21 20 20 37 20 25 29 35 20 21 1670 20 20 33 21 22 26 20 20 21 26 24 745 27
internal_value=0 5.92064e-08 -7.73128e-07 -2.54915e-07 2.63651e-07 -1.68441e-07 -1.02123e-06 2.03472e-07 -1.15367e-06 1.25287e-06 1.00187e-08 2.84362e-08 -1.04319e-08 1.21826e-08 -1.92495e-08 1.20266e-08 -1.4844e-07 3.4486e-07 9.45683e-08 -1.02253e-07 -1.07004e-09 9.33686e-08 -3.57567e-06 -1.2976e-08 -7.90829e-08 -1.50669e-09 3.74896e-06 1.14398e-07 -5.60813e-08 1.51113e-07
internal_weight=0 2899 222 201 176 152 95 61 41 57 2878 2858 2825 2800 2771 2736 1846 890 869 849 1826 1779 47 1757 1737 1717 47 829 796 772
internal_count=3121 2899 222 201 176 152 95 61 41 57 2878 2858 2825 2800 2771 2736 1846 890 869 849 1826 1779 47 1757 1737 1717 47 829 796 772
is_linear=0
shrinkage=0.1


Tree=6634
num_leaves=31
num_cat=0
split_feature=156 1425 1427 474 52 39 1 15 39 96 9 16 4 4 10 4 4 151 4 151 16 15 15 4 49 16 376 12 0 1
split_gain=1.38558e-08 1.94942e-08 1.65687e-08 3.24762e-08 3.38001e-08 1.9245e-08 3.389e-08 3.55733e-08 3.31342e-08 1.83752e-08 4.1776e-08 2.50388e-07 2.26553e-08 3.64208e-07 2.85103e-07 1.64883e-07 9.89339e-08 5.79941e-08 4.9891e-08 7.44913e-08 1.12272e-07 4.564e-08 1.40062e-07 4.99473e-08 4.53143e-08 5.86477e-08 4.35408e-08 4.14076e-08 4.02306e-08 3.89214e-08
threshold=0.32523500000000005 0.10034500000000002 0.086555000000000007 0.088290000000000021 -0.057699999999999994 -0.020804999999999994 0.16540500000000002 -0.56020999999999987 -0.083889999999999978 0.086110000000000006 -0.013509999999999999 -0.056919999999999991 0.053180000000000012 0.04735000000000001 -0.012544999999999999 0.056795000000000005 0.058735000000000009 0.092070000000000013 0.033845000000000007 0.06617000000000002 -0.014034999999999997 -0.033689999999999991 1.0000000180025095e-35 0.061775000000000004 -0.081604999999999997 -0.014754999999999999 0.084075000000000011 0.090455000000000021 -0.083804999999999977 0.10638500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 8 7 -7 -1 10 11 -9 13 18 -14 -16 -17 21 19 24 -21 23 -23 -18 25 -12 -26 -24 -22 -25
right_child=-2 -3 3 4 -6 6 -8 9 -10 -11 12 -13 14 -15 15 16 17 -19 -20 20 28 22 27 29 26 -27 -28 -29 -30 -31
leaf_value=1.2035867993766998e-06 2.5600020481284621e-06 -2.6439932574768529e-06 4.9202755042188075e-06 2.5794098866072094e-06 -2.2515514850900737e-06 -3.1962025345170074e-06 3.7458758602800423e-06 1.1315258419131169e-05 -3.8776403340362419e-06 -2.2998204384136632e-06 -6.1175272658484005e-06 -3.9837055302759049e-06 1.0391729967653061e-05 -1.3587854375600728e-05 -7.0368794401855988e-06 7.0325742605994253e-06 -4.7297323016253017e-06 -4.6155690393826873e-06 -3.9518669638027864e-06 9.3422079208678395e-06 3.1999896334257626e-06 9.3861401141607942e-06 -3.7303051158232848e-06 1.3366032912169127e-06 -2.3404799048003308e-08 -7.2750593638204464e-07 4.5542269073653844e-06 2.2730228718299057e-06 -2.4444413868521857e-06 -6.7206863588720627e-07
leaf_weight=21 21 28 20 30 28 35 24 20 33 34 27 23 28 20 31 22 21 24 32 21 28 22 20 183 1970 80 21 27 23 204
leaf_count=21 21 28 20 30 28 35 24 20 33 34 27 23 28 20 31 22 21 24 32 21 28 22 20 183 1970 80 21 27 23 204
internal_value=0 -1.73383e-08 6.60254e-09 1.44544e-06 2.47222e-07 -3.08822e-08 3.47804e-09 -2.73236e-08 -1.90161e-06 1.11737e-08 3.87725e-08 3.13209e-06 -8.66424e-09 -1.54138e-07 5.46737e-07 4.91558e-08 4.69169e-07 1.80956e-07 -3.21245e-08 2.56781e-08 3.18839e-06 4.22291e-07 2.80088e-06 2.00295e-08 -8.2861e-08 -2.0876e-06 2.48776e-08 -2.81585e-07 6.54462e-07 2.77768e-07
internal_weight=0 3100 3072 78 58 2994 2940 2916 54 2881 2847 43 2804 2222 582 554 523 501 2202 2170 72 477 69 408 2098 107 1991 47 51 387
internal_count=3121 3100 3072 78 58 2994 2940 2916 54 2881 2847 43 2804 2222 582 554 523 501 2202 2170 72 477 69 408 2098 107 1991 47 51 387
is_linear=0
shrinkage=0.1


Tree=6635
num_leaves=31
num_cat=0
split_feature=105 34 34 34 9 3 9 45 47 47 2 47 132 1 132 1203 0 130 1 3 484 3 47 1 4 132 481 132 2 51
split_gain=1.58241e-08 3.05213e-08 1.89133e-08 4.53421e-08 4.27344e-08 1.02019e-07 3.08978e-08 2.01664e-08 1.80197e-08 1.07672e-07 8.97911e-08 5.26047e-08 1.87415e-08 3.73862e-07 1.90949e-07 8.92362e-08 2.47513e-08 2.13032e-08 1.81972e-08 2.30361e-08 4.52627e-08 3.34313e-08 2.57521e-08 2.99759e-08 2.40576e-08 1.70422e-08 6.95211e-08 9.04188e-08 1.65782e-07 5.45007e-08
threshold=1.0000000180025095e-35 -0.08786999999999999 -0.084564999999999987 -0.057544999999999992 0.091600000000000015 -0.13309499999999996 0.082870000000000013 0.094030000000000016 0.092165000000000011 0.09550500000000002 -1.0000000180025095e-35 0.089785000000000018 -0.083284999999999984 0.089475000000000013 -0.076764999999999986 0.086700000000000013 -0.073309999999999986 0.10923000000000001 0.13869000000000004 -0.078084999999999988 -0.069939999999999988 -0.079979999999999982 0.10280000000000002 0.12165500000000001 0.0082450000000000006 0.082230000000000011 -0.00058999999999999992 0.090650000000000022 0.097070000000000004 -0.069944999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 7 8 10 -10 -5 12 13 15 -14 16 17 -12 19 21 -21 -11 -22 24 -24 -16 -27 28 -28 -29
right_child=-2 2 3 4 5 -7 -8 -9 9 18 11 -13 14 -15 25 -17 -18 -19 -20 20 22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=3.8215543798157475e-06 -2.2856025901774048e-06 -2.8606499654415533e-06 3.4504464547592907e-06 6.1969688114042284e-06 2.6726165509671775e-06 -6.4880895816684411e-06 3.8460384238143369e-06 -2.3894723325871122e-06 -7.8017373465399944e-06 -1.8039222640272427e-07 2.3284454477178723e-07 -4.8170257783071569e-06 -9.7121236581187987e-06 1.1714984023975766e-05 1.9400911852796888e-07 -6.8864017867738215e-06 3.362393491670446e-06 -3.1016387595173001e-06 -2.9553218951150485e-06 5.3587609926353257e-06 3.1330326751428758e-06 -4.5618564941140084e-06 8.6241262522435144e-07 2.1654327095068137e-06 -3.4423381195567246e-06 4.1264812032885086e-06 -1.0296550242064432e-05 -4.7423147011811483e-06 1.3977282140909995e-06 4.7205084271330961e-07
leaf_weight=21 30 23 38 24 20 31 21 35 20 102 95 22 20 28 2102 21 20 24 22 20 23 21 20 26 37 27 27 23 22 156
leaf_count=21 30 23 38 24 20 31 21 35 20 102 95 22 20 28 2102 21 20 24 22 20 23 21 20 26 37 27 27 23 22 156
internal_value=0 2.21853e-08 -3.80388e-09 1.77608e-08 -2.55899e-08 -2.89566e-06 2.3894e-08 -3.43489e-09 2.53423e-08 -7.21075e-07 1.08532e-07 5.20483e-08 9.38103e-08 1.05497e-06 1.77911e-08 -8.10535e-07 1.07401e-07 -4.39656e-07 -1.98517e-07 4.50561e-08 9.95381e-07 -9.28447e-07 1.72101e-07 -6.48398e-07 -1.9319e-06 1.00353e-07 -6.71667e-07 -1.23987e-06 -5.04606e-06 -1.97951e-07
internal_weight=0 3091 3070 3047 3009 51 2958 2937 2902 291 2611 2587 2565 188 2377 160 139 119 271 249 126 123 106 83 57 2357 255 228 49 179
internal_count=3121 3091 3070 3047 3009 51 2958 2937 2902 291 2611 2587 2565 188 2377 160 139 119 271 249 126 123 106 83 57 2357 255 228 49 179
is_linear=0
shrinkage=0.1


Tree=6636
num_leaves=31
num_cat=0
split_feature=10 0 11 9 15 9 1211 403 1 3 403 1186 1186 129 1186 401 2 402 401 1213 1213 394 4 1186 129 129 43 0 133 128
split_gain=1.5134e-08 9.77858e-08 3.69886e-08 4.20782e-08 3.62334e-08 2.07923e-08 1.37699e-08 5.65467e-08 6.35297e-08 5.75955e-08 8.85053e-08 1.60979e-08 1.67197e-08 2.15187e-08 1.7738e-08 1.61348e-08 5.19683e-08 3.28093e-08 1.86136e-08 2.70293e-08 3.2255e-08 1.46395e-08 9.81627e-08 1.75792e-08 1.67742e-08 3.07889e-08 2.90424e-08 2.45435e-08 2.05974e-08 2.5548e-08
threshold=0.053330000000000009 -0.079829999999999998 -1.0000000180025095e-35 0.091600000000000015 -0.087679999999999994 0.081890000000000004 0.09030500000000001 -0.074254999999999988 0.083835000000000007 -0.077354999999999993 -0.014954999999999998 -0.095479999999999982 -0.087469999999999978 -0.082304999999999975 -0.081879999999999994 -0.06959499999999999 0.091895000000000018 -0.43418999999999991 0.13729500000000003 0.14530000000000001 0.10210000000000001 -0.099329999999999988 -0.083439999999999986 0.084720000000000004 0.10532000000000001 0.093925000000000008 -0.084359999999999991 -0.079459999999999989 0.5012700000000001 0.090375000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -3 6 11 8 -8 10 -9 -4 -13 -14 -15 16 -16 -17 19 20 21 22 -19 24 25 28 -27 -26 29 -23
right_child=1 4 3 -5 -6 -7 7 9 -10 -11 -12 12 13 14 15 17 -18 18 -20 -21 -22 23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=3.8652275625565842e-06 -6.8326562887191162e-06 -1.0887723441044272e-06 -2.3371043312181429e-06 -4.2580791362366734e-06 4.3370614844207018e-06 3.1711088078217087e-06 5.2907228746335031e-07 -6.0571661854661822e-06 8.0906040244599358e-06 3.2582610588503616e-06 1.6901446762294028e-06 2.7376498544320135e-06 2.6338350009306546e-06 -2.2337130063976009e-06 -1.7844708487419193e-06 -3.2952834882023797e-06 5.0273017147143641e-06 -6.3501647491648332e-06 2.639433254304235e-06 -3.1397941524703912e-06 3.3595975391368226e-06 -2.7247029804788587e-08 1.9571403478921364e-06 2.2761954390659868e-06 -4.2488244142315006e-06 -2.4272225172829905e-07 4.7572624907843426e-06 3.7093025679021835e-07 3.1343308069153863e-06 -1.8563807120167035e-06
leaf_weight=25 23 32 30 23 20 21 25 30 20 28 29 22 30 37 21 31 24 25 26 28 28 2285 33 33 23 21 26 23 20 79
leaf_count=25 23 32 30 23 20 21 25 30 20 28 29 22 30 37 21 31 24 25 26 28 28 2285 33 33 23 21 26 23 20 79
internal_value=0 -1.40334e-06 3.4559e-08 2.85871e-09 9.98087e-07 3.55477e-08 1.34292e-08 1.01189e-06 3.88975e-06 -4.76661e-07 -2.24917e-06 -3.28966e-08 -8.34017e-09 -2.99699e-08 -5.88928e-08 -2.9374e-08 1.84847e-06 -6.08933e-08 -2.3057e-08 -4.94384e-08 -1.61064e-08 -5.29131e-08 -1.62359e-06 -1.66185e-08 -4.71646e-08 -1.13679e-08 2.52323e-06 -1.93895e-06 -6.13368e-08 -8.83729e-08
internal_weight=0 75 3046 3021 52 2998 2977 132 45 87 59 2845 2815 2793 2763 2726 45 2681 2650 2624 2596 2568 58 2510 2477 2431 47 46 2384 2364
internal_count=3121 75 3046 3021 52 2998 2977 132 45 87 59 2845 2815 2793 2763 2726 45 2681 2650 2624 2596 2568 58 2510 2477 2431 47 46 2384 2364
is_linear=0
shrinkage=0.1


Tree=6637
num_leaves=31
num_cat=0
split_feature=1 1132 132 1185 1203 9 10 124 11 3 2 1 1 2 479 1 1447 480 3 13 43 160 160 1 50 160 13 1 2 2
split_gain=1.48243e-08 1.7494e-08 1.46151e-08 8.02722e-08 4.71665e-08 1.6683e-08 7.24956e-08 4.69871e-08 3.00829e-08 1.97593e-08 1.71321e-08 1.91037e-08 3.96099e-07 2.4273e-07 1.17393e-07 1.43631e-07 5.46175e-08 6.2682e-08 1.65093e-07 4.38361e-08 4.36814e-08 3.75986e-08 1.14404e-07 5.81349e-08 3.85843e-08 6.6978e-08 5.3888e-08 7.17137e-08 3.77227e-08 1.12736e-07
threshold=0.16773500000000005 -0.078654999999999989 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.092410000000000006 0.053330000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.017889999999999996 -0.13033999999999998 0.09253500000000002 0.091785000000000019 -0.020134999999999997 0.093525000000000011 0.093575000000000019 0.059120000000000013 0.10344000000000002 -0.075634999999999994 0.24394000000000002 -0.088909999999999989 0.11205000000000002 0.089640000000000011 0.094385000000000011 0.091320000000000012 0.069910000000000014 -0.085584999999999981 0.099195000000000019 0.10672500000000001 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 8 -8 -5 -7 -10 12 16 -13 15 -15 17 -12 -19 20 -17 22 23 -22 25 28 -26 -28 -25 -30
right_child=-2 2 3 5 -6 9 7 -9 10 -11 11 13 -14 14 -16 19 -18 18 -20 -21 21 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=-2.9291968371580878e-06 -2.5294021873417912e-06 -1.8583111428355668e-07 6.2578321982679586e-06 3.9476714823649679e-06 -4.5836464599753005e-06 1.2354637332324415e-07 -8.4900894719231438e-07 -7.6216244508486859e-06 -2.6625527583667505e-06 4.3043860432590008e-06 1.0151094776942679e-07 9.6303049726235007e-06 -1.212288812153188e-05 -6.7058316818152127e-06 7.723352894117852e-06 -2.4120426300400234e-06 3.9899505463836253e-06 1.5010656782045584e-06 -9.986806701983204e-06 3.9221067860426633e-06 5.6149018400035517e-06 3.7832829624070053e-06 -6.2080626767729655e-06 -6.9453816509543026e-07 -6.160278676361486e-06 5.474461518470317e-06 -4.5917921643952779e-06 1.701021234856109e-06 7.8291758378011007e-06 4.8489545725823519e-07
leaf_weight=20 23 189 21 20 28 26 21 20 23 20 1768 28 27 31 20 64 35 29 22 31 21 30 27 196 20 27 27 55 23 229
leaf_count=20 23 189 21 20 28 26 21 20 23 20 1768 28 27 31 20 64 35 29 22 31 21 30 27 196 20 27 27 55 23 229
internal_value=0 1.87704e-08 3.79254e-08 9.79373e-08 -7.53291e-07 5.23888e-08 2.129e-08 -4.15272e-06 8.34529e-08 1.9413e-06 5.51747e-08 7.82403e-08 -9.80208e-08 4.78177e-07 1.58252e-07 -3.54765e-08 7.70986e-08 1.81007e-09 -3.45449e-06 2.40231e-07 8.14858e-08 3.25128e-07 1.59137e-07 4.46619e-07 2.58519e-07 6.37459e-07 -1.50615e-06 -3.71003e-07 3.45943e-07 1.15521e-06
internal_weight=0 3098 3078 2861 217 2840 2794 41 2753 46 2733 2710 1881 829 801 781 1854 1819 51 750 719 655 625 598 577 475 102 82 448 252
internal_count=3121 3098 3078 2861 217 2840 2794 41 2753 46 2733 2710 1881 829 801 781 1854 1819 51 750 719 655 625 598 577 475 102 82 448 252
is_linear=0
shrinkage=0.1


Tree=6638
num_leaves=31
num_cat=0
split_feature=96 97 104 9 34 33 1 15 142 45 46 147 147 1426 1428 483 479 1428 1429 475 1429 154 1456 1456 159 481 479 1427 150 158
split_gain=1.54127e-08 1.44231e-08 4.89733e-08 1.99243e-08 2.50668e-08 3.77098e-08 2.28845e-08 5.42199e-08 2.23076e-08 2.90147e-08 8.02209e-08 2.05366e-08 2.49732e-08 3.76143e-08 2.1108e-08 1.94327e-08 2.3931e-08 1.94203e-08 2.38335e-08 1.38064e-07 1.38097e-07 2.07476e-08 3.17894e-08 5.02512e-08 2.32e-08 3.04665e-08 3.7687e-08 2.88178e-08 3.0795e-08 3.22213e-08
threshold=0.090365000000000015 -0.086464999999999986 0.083745000000000014 -0.085744999999999988 -0.057544999999999992 -1.0000000180025095e-35 0.16540500000000002 -0.56020999999999987 -0.057499999999999989 0.083445000000000005 0.10562000000000001 0.099730000000000027 0.093875000000000014 -0.094284999999999994 0.10539000000000001 -0.47181499999999993 0.10769500000000001 -0.071779999999999997 -0.012159999999999999 -0.024084999999999999 -0.081234999999999988 0.084190000000000001 0.11510000000000002 0.10795500000000001 0.14765500000000001 -0.15265499999999996 0.088785000000000017 0.089335000000000012 0.12706500000000001 0.12023500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -7 -9 11 -11 12 13 -10 15 -15 17 -17 19 -19 -21 22 23 24 25 -20 27 28 29 -27
right_child=-2 2 -4 4 5 6 -8 8 9 10 -12 -13 -14 14 -16 16 -18 18 21 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.4765858775619725e-06 -2.7000052991102814e-06 -2.8076375721184376e-06 4.8495687072621273e-06 2.6877376480375201e-06 -4.3317385984664729e-06 -4.7320458529990598e-06 3.3145022457791218e-06 3.2879876741953056e-06 4.2730450667520579e-06 -7.0000401416607583e-06 1.5485881298762093e-06 2.6160179455444218e-06 -3.0568283530276225e-06 2.579594377796942e-06 -3.2120875494001669e-06 -2.5637784736837996e-06 -2.4388387755490654e-06 -3.4911959636670435e-06 -3.7674557721142525e-06 -2.0604568982724398e-07 1.0998533657998038e-05 -3.0969711804659929e-06 3.1912511346376962e-06 -4.9731703825273149e-06 2.7780102388327757e-06 6.3103604465159062e-08 4.3809213514123262e-06 2.6844877754683695e-06 -2.9246287665627177e-06 -3.2907014093748803e-06
leaf_weight=23 21 25 21 35 20 24 21 21 21 21 23 31 26 30 20 28 39 29 21 22 22 21 32 20 31 2348 20 40 36 29
leaf_count=23 21 25 21 35 20 24 21 21 21 21 23 31 26 30 20 28 39 29 21 22 22 21 32 20 31 2348 20 40 36 29
internal_value=0 1.82849e-08 3.69336e-08 3.86249e-09 2.7052e-08 -4.03074e-09 2.50533e-08 1.67652e-09 4.04378e-08 1.70019e-08 -2.53144e-06 5.61266e-08 2.81348e-08 5.66891e-08 2.49304e-08 4.83192e-08 2.05843e-08 5.61224e-08 8.35868e-08 1.86562e-06 5.39624e-06 3.35143e-08 5.90247e-08 1.96411e-08 5.91881e-08 2.53936e-08 5.76014e-08 2.23521e-08 -2.17778e-08 2.21863e-08
internal_weight=0 3100 3077 3056 3031 2996 2976 2955 2931 2910 44 2866 2835 2809 2788 2768 2738 2699 2671 73 44 2598 2577 2545 2525 2494 2473 2453 2413 2377
internal_count=3121 3100 3077 3056 3031 2996 2976 2955 2931 2910 44 2866 2835 2809 2788 2768 2738 2699 2671 73 44 2598 2577 2545 2525 2494 2473 2453 2413 2377
is_linear=0
shrinkage=0.1


Tree=6639
num_leaves=31
num_cat=0
split_feature=1 46 44 1456 49 154 157 471 1 1 0 16 4 1 1 15 10 2 15 13 50 15 3 3 481 481 0 0 132 1203
split_gain=1.51341e-08 1.45784e-08 5.4453e-08 2.75053e-08 6.17634e-08 2.04214e-08 4.1196e-08 2.00392e-08 1.84036e-08 8.0249e-08 1.50452e-07 1.22957e-07 1.81438e-07 5.9757e-08 5.18323e-08 6.87487e-07 3.48181e-07 1.58435e-07 1.04788e-07 1.24602e-07 9.15997e-08 7.0557e-08 8.75807e-08 1.18893e-07 5.74275e-08 1.99457e-07 9.48878e-08 5.49567e-08 3.98984e-08 4.25089e-07
threshold=0.16773500000000005 0.084955000000000017 0.10049500000000001 0.10959500000000001 0.10269000000000002 0.085530000000000009 0.63604500000000008 -0.085064999999999988 0.102705 0.107145 -0.14794999999999997 1.0000000180025095e-35 -0.0047449999999999992 0.10752500000000002 0.09253500000000002 -0.10203999999999998 -0.0026549999999999994 -0.0050599999999999994 0.11842000000000001 -0.077944999999999987 0.088280000000000011 0.098485000000000017 0.088060000000000013 -0.077354999999999993 -0.14540999999999996 -0.090684999999999988 -0.084044999999999995 -0.23051499999999997 -0.083284999999999984 0.089165000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 -1 14 10 -10 12 -12 -11 16 -16 -9 -17 19 20 -19 22 23 -21 26 -26 -18 -27 29 -29
right_child=-2 2 -4 4 -6 -7 -8 8 9 13 11 -13 -14 -15 15 17 24 18 -20 21 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=3.0505102916901129e-06 -2.5556909893408454e-06 5.708806638295983e-06 -1.2316534803875794e-06 -4.7319731704773306e-06 1.902043334212067e-06 3.2192167645916926e-06 -4.5101402929503823e-06 -1.3141816643837957e-05 3.3957309597099086e-06 5.2793945212128862e-06 -1.4532119274986618e-05 -7.516186971972477e-07 -1.8042555698879632e-06 -1.6063918539137895e-07 1.4733768305528455e-05 -7.8806286790740374e-06 8.7891956172825297e-07 1.007335625805202e-05 -5.6006849044933915e-06 -5.725376904877067e-07 9.1003812940471118e-07 -5.286574052028616e-06 -4.8838300114896683e-06 7.4758368570875407e-06 9.8944847628618377e-06 5.0655695056114139e-06 -8.1258516884604027e-06 -2.6216325480277194e-07 -1.0820838016872355e-07 1.520109378475354e-05
leaf_weight=22 23 20 26 36 23 20 20 20 28 21 24 36 21 525 34 26 25 24 25 50 20 23 21 29 21 22 22 160 1734 20
leaf_count=22 23 20 26 36 23 20 20 20 28 21 24 36 21 525 34 26 25 24 25 50 20 23 21 29 21 22 22 160 1734 20
internal_value=0 1.89765e-08 1.78594e-06 -7.65525e-09 -2.14583e-06 3.44939e-08 1.30696e-08 4.37043e-08 2.11353e-08 -4.45964e-07 -2.92328e-06 -5.10764e-06 -8.59245e-06 4.85929e-08 1.5556e-07 1.508e-06 -1.28275e-08 -5.54731e-07 4.37317e-07 1.34121e-06 5.90821e-06 -2.92514e-07 8.5612e-07 2.38193e-06 1.182e-07 2.01159e-07 -3.33608e-06 9.6015e-08 3.88936e-08 1.45598e-06
internal_weight=0 3098 46 3052 59 2993 2973 2953 2931 655 109 81 45 546 2276 252 2024 218 192 167 44 123 100 79 2004 1957 47 1936 1914 180
internal_count=3121 3098 46 3052 59 2993 2973 2953 2931 655 109 81 45 546 2276 252 2024 218 192 167 44 123 100 79 2004 1957 47 1936 1914 180
is_linear=0
shrinkage=0.1


Tree=6640
num_leaves=31
num_cat=0
split_feature=132 394 1203 1208 1208 403 1209 1210 3 480 402 1447 12 12 12 12 12 399 130 43 15 13 13 2 133 42 129 133 43 131
split_gain=1.51745e-08 6.95621e-08 6.27493e-08 1.45896e-08 3.77726e-08 1.63334e-08 1.00117e-07 8.88031e-08 1.29657e-07 6.05272e-08 1.13365e-07 5.14192e-08 5.70738e-08 1.69096e-07 1.04064e-07 8.72756e-08 1.04558e-07 6.40255e-08 5.7568e-08 4.35651e-08 1.29216e-07 7.09468e-08 6.08604e-08 4.32308e-08 3.70611e-08 3.40672e-08 2.44788e-08 2.19902e-08 2.13768e-08 2.10882e-08
threshold=-0.083174999999999985 0.11233000000000001 0.089005000000000015 0.11846000000000001 0.10683000000000002 -0.0047449999999999992 -0.087714999999999987 -0.064799999999999983 -0.081644999999999981 0.086995000000000017 0.10874500000000002 -0.084549999999999986 0.085250000000000006 0.084595000000000017 0.085955000000000018 0.086915000000000006 0.087505000000000013 -0.065739999999999979 0.089120000000000019 0.055925000000000009 0.098485000000000017 -0.06532499999999998 -0.048784999999999995 0.088665000000000008 0.26753000000000005 0.084535000000000013 -0.082304999999999975 -0.0023199999999999996 -0.0095349999999999983 0.11767000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 -2 8 -7 10 11 -8 13 25 -14 -16 -17 -18 19 20 21 -19 -23 24 27 28 -9 -24 -13 -28
right_child=1 -3 -4 -5 -6 7 9 26 -10 -11 -12 12 14 -15 15 16 17 18 -20 -21 -22 22 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-1.7122351062189762e-07 6.4560005385929897e-06 5.9381847768236193e-06 -5.3149974338271864e-06 2.475457584220446e-06 -4.0366059311820562e-06 1.0633502307655362e-06 -4.3433108530734901e-06 3.3956108262871224e-06 -1.0186977384104726e-05 -4.3111698963522416e-06 6.1322177013304717e-06 -5.6917006401947999e-07 -6.3342119312017959e-06 9.9694407844669086e-06 4.884998736542912e-06 -7.3110498578898842e-06 5.3515519808074304e-06 4.6692165593892952e-06 -4.2381407300950967e-06 3.4832941843711116e-06 -6.7182486317405069e-06 -5.4234784090567704e-06 -1.1615356817369974e-06 3.7335976069317118e-06 -4.1570867060934026e-06 -3.1009314684722442e-06 -7.3430186588059204e-08 2.8855474047304598e-06 3.9429116094695587e-06 2.4364415186456053e-06
leaf_weight=195 27 20 27 24 23 20 25 21 21 28 33 21 26 23 36 20 22 36 32 36 27 20 29 31 22 23 2173 25 21 34
leaf_count=195 27 20 27 24 23 20 25 21 21 28 33 21 26 23 36 20 22 36 32 36 27 20 29 31 22 23 2173 25 21 34
internal_value=0 6.1018e-08 -7.96818e-07 2.01902e-08 -4.4956e-10 3.233e-08 5.14449e-07 -8.72968e-08 -4.69901e-06 2.15155e-07 4.64637e-07 7.08894e-08 3.16123e-07 2.60028e-06 -2.39141e-07 2.32501e-07 -3.25798e-07 1.73148e-07 -2.68421e-07 2.93663e-07 -3.10688e-07 7.50687e-07 -3.60077e-07 5.86353e-07 -6.97392e-07 -7.27464e-09 -2.43131e-09 7.12114e-07 1.68687e-06 -3.47643e-08
internal_weight=0 2899 222 2879 2855 2832 563 2269 41 536 508 475 450 88 362 336 300 280 258 226 190 163 127 107 76 65 2228 54 42 2207
internal_count=3121 2899 222 2879 2855 2832 563 2269 41 536 508 475 450 88 362 336 300 280 258 226 190 163 127 107 76 65 2228 54 42 2207
is_linear=0
shrinkage=0.1


Tree=6641
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 1 2 1447 480 3 132 15 393 457 1374 150 133 0 50 1429 475 16 16 12 12 2 13 49 475 42
split_gain=1.38213e-08 4.14781e-07 3.24075e-07 3.17432e-07 1.63158e-07 1.14141e-07 7.6302e-08 4.54543e-08 4.60107e-08 1.15751e-07 4.03687e-08 4.26215e-07 3.62429e-07 3.9632e-08 5.12103e-08 4.07414e-08 1.67913e-07 6.31329e-08 3.88529e-08 4.07276e-08 3.9352e-08 4.87792e-08 8.75914e-08 1.70211e-07 7.32498e-08 1.89514e-07 6.43568e-08 6.24897e-08 5.71864e-08 7.08829e-08
threshold=0.092845000000000025 0.09202500000000001 0.091535000000000019 0.093400000000000025 0.094090000000000021 0.094715000000000008 -0.0091949999999999983 0.059120000000000013 0.10344000000000002 -0.075634999999999994 -0.083284999999999984 0.091915000000000011 0.11213000000000002 -0.14032499999999998 0.089635000000000006 0.10699000000000002 0.08622500000000001 -0.23001499999999997 0.13276000000000002 0.09011000000000001 0.05680000000000001 0.38525000000000004 0.15891500000000003 0.09202500000000001 0.089625000000000024 0.11237500000000002 -0.15416999999999995 0.10969000000000002 -0.024084999999999999 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 -5 -6 -1 8 10 -10 11 -8 13 -12 15 17 -17 -15 19 20 21 22 26 28 -23 -26 -19 -27 -24 -30
right_child=3 -3 -4 4 5 -7 7 -9 9 -11 12 -13 -14 14 -16 16 -18 18 -20 -21 -22 24 23 -25 25 27 -28 -29 29 -31
leaf_value=5.8362217319170117e-06 -1.1667950695226638e-05 1.1627054730143432e-05 -1.1579021264651602e-05 8.1161875300495012e-06 -7.0410024537004297e-06 -5.6385078216696819e-08 -3.5545681597214201e-07 3.616781289435624e-06 1.2476702534450882e-06 -8.2518575017393637e-06 -4.2414595445247223e-06 1.4524408203959121e-05 -1.2838620134723235e-05 4.7690246203963965e-06 4.5336493118296721e-06 3.0098182444741424e-06 -8.9471592376788113e-06 -4.7484391601486737e-06 3.3106763188091771e-06 4.0769982812586628e-06 -3.6013581261466886e-06 -3.0203089279114337e-06 -4.4444843183555349e-06 -8.7295058553054881e-06 1.0547490454043258e-05 3.708654991857222e-06 1.8411879778685013e-07 -3.5138999919581696e-06 4.0179161579864149e-06 -3.1498617989779057e-06
leaf_weight=23 24 31 24 24 24 931 154 35 29 23 21 22 22 29 26 24 23 27 36 24 31 21 24 34 26 23 1302 25 37 22
leaf_count=23 24 31 24 24 24 931 154 35 29 23 21 22 22 29 26 24 23 27 36 24 31 21 24 34 26 23 1302 25 37 22
internal_value=0 1.44814e-07 -2.57415e-08 -3.05803e-07 -2.72626e-08 -2.31915e-07 1.08664e-07 4.40887e-08 -1.82775e-08 -2.95404e-06 5.98893e-08 1.50453e-06 -8.31923e-08 7.67048e-08 1.29001e-07 6.19512e-08 -2.84147e-06 1.44107e-07 6.1924e-08 -1.13561e-08 -7.37738e-08 -2.81002e-09 -1.47019e-07 -2.77013e-06 2.19221e-06 3.67144e-06 8.39088e-08 -5.30924e-08 -3.28936e-07 1.34519e-06
internal_weight=0 2118 2087 1003 979 955 2063 2040 2005 52 1953 176 1777 1755 1734 1708 47 1661 1632 1596 1572 1541 1446 117 95 74 1329 48 83 59
internal_count=3121 2118 2087 1003 979 955 2063 2040 2005 52 1953 176 1777 1755 1734 1708 47 1661 1632 1596 1572 1541 1446 117 95 74 1329 48 83 59
is_linear=0
shrinkage=0.1


Tree=6642
num_leaves=31
num_cat=0
split_feature=132 393 15 1 1 482 42 39 3 3 0 47 10 33 47 47 1420 42 131 51 44 15 48 150 45 11 12 16 13 11
split_gain=1.59113e-08 7.98665e-08 4.93208e-08 2.0668e-08 1.96302e-08 1.45538e-08 5.29738e-08 5.21082e-08 4.51316e-08 8.33322e-08 2.71716e-08 1.55012e-08 2.18664e-07 1.29227e-07 6.0883e-08 3.12195e-08 2.29912e-08 2.06268e-08 2.59845e-08 3.14975e-08 2.67131e-08 4.53707e-08 1.93585e-08 3.81112e-08 2.95706e-08 2.14857e-08 8.25771e-08 5.15039e-08 9.29701e-08 6.00958e-08
threshold=-0.083174999999999985 0.12069000000000002 0.091475000000000015 0.089625000000000024 0.11507500000000002 0.090355000000000005 0.096235000000000015 0.15619500000000003 -0.082284999999999983 -0.096099999999999977 -0.07929499999999999 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.097970000000000015 0.091210000000000013 -0.085599999999999996 -0.0098899999999999978 0.096490000000000006 -0.044634999999999994 0.099360000000000018 -0.17952999999999997 0.12879500000000002 0.13251500000000002 -1.0000000180025095e-35 0.090070000000000025 0.10149500000000002 0.63167000000000006 0.00084500000000000016 0.08740500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 -5 7 8 11 9 -7 -10 13 -13 -2 -14 16 -15 -16 19 -19 21 -21 23 24 -18 27 -27 29 -29 -26
right_child=1 -3 -4 4 -6 6 -8 -9 10 -11 -12 12 14 15 17 -17 22 18 -20 20 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=3.2226104983124062e-07 -6.6028398471947497e-06 6.207091475998606e-06 -4.5866834000207747e-06 -4.2487852831320863e-06 7.9941723925003326e-08 -2.3805584453878946e-06 4.2042559399353777e-06 -5.121719085536825e-06 -8.2955971056196036e-08 5.6796294702194402e-06 -4.1883833521946407e-06 1.0781674470337068e-05 -4.8661586082706286e-06 -3.2494603095239491e-06 2.69849140830261e-06 3.9357845480481046e-06 -3.8459617235275807e-06 3.4989236610272201e-06 -3.3851348251801025e-06 4.1275934073872546e-06 -3.4613597606602568e-06 -5.1728436243469003e-07 -2.9540424815298719e-06 3.7614740853718511e-06 -2.5128493536774189e-08 5.2084258468149922e-06 -1.5239035136753382e-06 8.6919676900636313e-07 -8.4531853394764765e-06 5.2281653242144706e-06
leaf_weight=150 30 21 30 22 20 23 38 20 38 29 28 20 24 22 34 20 20 28 20 26 21 110 22 27 2140 35 38 23 20 22
leaf_count=150 30 21 30 22 20 23 38 20 38 29 28 20 24 22 34 20 20 28 20 26 21 110 22 27 2140 35 38 23 20 22
internal_value=0 6.24863e-08 -8.15927e-07 -2.26746e-07 -2.18749e-06 1.76508e-08 9.56994e-07 -3.61838e-08 -8.87343e-08 2.11455e-06 -1.82465e-06 1.45899e-09 7.01728e-07 -8.04659e-08 -6.48074e-08 1.4392e-09 -3.1776e-08 4.17337e-07 3.89988e-08 4.09175e-07 -1.41862e-07 3.70707e-07 -1.61454e-09 2.63224e-08 -1.75632e-08 1.60487e-08 1.70393e-06 -3.98311e-08 -3.46679e-06 2.83278e-08
internal_weight=0 2899 222 192 42 2878 156 2722 118 52 66 2702 283 2419 263 2389 2369 239 205 185 157 136 2347 2325 2298 2278 73 2205 43 2162
internal_count=3121 2899 222 192 42 2878 156 2722 118 52 66 2702 283 2419 263 2389 2369 239 205 185 157 136 2347 2325 2298 2278 73 2205 43 2162
is_linear=0
shrinkage=0.1


Tree=6643
num_leaves=31
num_cat=0
split_feature=40 2 11 33 10 16 1 10 31 2 16 45 1429 156 11 4 475 11 3 3 11 11 15 15 15 15 3 1213 15 52
split_gain=1.55537e-08 3.84411e-08 2.00962e-08 2.56043e-08 2.57098e-08 5.13417e-07 2.51653e-07 2.43739e-08 2.86299e-08 2.01568e-08 2.13932e-07 1.52709e-08 3.81045e-08 4.40763e-08 3.00677e-08 6.61464e-08 4.24728e-08 2.69948e-08 2.47337e-08 6.88879e-08 4.00164e-08 3.62559e-08 2.02647e-08 1.03864e-07 7.22215e-08 8.53036e-08 7.4258e-08 4.70982e-08 4.6286e-08 1.41007e-07
threshold=-0.24620999999999996 0.31358000000000003 -0.011194999999999998 -0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 0.11181500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.056919999999999991 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.095720000000000013 -0.111605 0.093020000000000005 0.088065000000000018 -0.16726499999999997 -0.24190499999999995 0.081365000000000007 0.077290000000000011 0.094425000000000023 0.095575000000000007 0.092400000000000024 0.091650000000000023 -0.080104999999999996 0.0036000000000000003 0.090750000000000011 0.09086000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -6 -9 10 -10 12 -11 14 16 -16 17 18 19 -14 21 22 24 -24 25 28 -26 -25 -20 -30
right_child=1 -3 3 4 7 -7 -8 8 9 11 -12 -13 13 -15 15 -17 -18 -19 20 -21 -22 -23 23 27 26 -27 -28 -29 29 -31
leaf_value=2.7797569828180713e-06 2.7863927271618232e-06 -3.4659494644984082e-06 -3.2589787366532619e-06 -1.3155488386473736e-05 -3.4240703696143881e-06 1.1736780607662923e-05 1.0601781127661526e-06 -3.7754632234054952e-06 6.9217652012679646e-06 -4.3929690218647015e-06 -5.5656352841375025e-06 1.9488205428166487e-06 -4.2219363476563202e-07 4.6651496995764317e-06 -6.8345873205544198e-06 1.2984555689854461e-06 4.1819009766186355e-06 -3.1323943371067541e-06 -9.4675632574784364e-08 6.1868104760757596e-06 -3.9645872911583307e-06 3.3775048582502947e-06 5.9749533124197502e-06 4.3834388824510112e-07 -7.2365365667792508e-06 5.037042356548227e-06 1.2328534397126463e-07 -3.9921306840649498e-06 -8.8390041540882837e-06 2.2341621625736995e-06
leaf_weight=20 26 32 24 20 21 32 33 20 34 20 23 39 46 20 20 20 24 28 2035 24 26 31 33 311 29 32 26 26 23 23
leaf_count=20 26 32 24 20 21 32 33 20 34 20 23 39 46 20 20 20 24 28 2035 24 26 31 33 311 29 32 26 26 23 23
internal_value=0 -1.79244e-08 1.80277e-08 -5.6258e-09 2.02372e-08 1.73474e-06 -4.30422e-06 -2.94332e-08 -4.96101e-09 2.11054e-08 1.88299e-06 -1.63161e-08 -4.3717e-08 -1.23937e-08 -4.63258e-08 -2.76807e-06 -6.256e-09 -4.35808e-08 -1.1128e-08 1.84375e-06 -6.11633e-08 -2.1658e-08 -6.31765e-08 6.20819e-07 -1.7991e-07 -8.67917e-08 -3.75735e-06 9.65269e-08 -1.65582e-07 -3.30242e-06
internal_weight=0 3101 3069 3043 3019 85 53 2934 2913 2893 57 2836 2797 2777 2757 40 2717 2693 2665 70 2595 2569 2538 370 2168 2113 55 337 2081 46
internal_count=3121 3101 3069 3043 3019 85 53 2934 2913 2893 57 2836 2797 2777 2757 40 2717 2693 2665 70 2595 2569 2538 370 2168 2113 55 337 2081 46
is_linear=0
shrinkage=0.1


Tree=6644
num_leaves=31
num_cat=0
split_feature=156 475 474 1429 153 475 474 4 475 157 12 3 151 474 474 2 133 1 4 0 12 1447 159 50 482 482 1456 39 123 159
split_gain=1.60419e-08 2.2379e-08 1.47189e-08 1.8931e-08 2.58935e-08 1.57019e-08 3.20298e-08 2.34687e-08 1.84257e-08 1.85202e-07 1.70498e-07 1.22048e-07 5.39587e-08 2.44153e-08 7.97504e-08 7.78244e-08 1.10175e-07 8.47451e-08 6.05382e-08 3.95781e-08 4.16282e-08 2.13399e-08 3.04911e-08 2.66361e-08 2.61193e-08 9.34667e-08 9.0111e-08 4.42446e-08 2.46517e-08 2.02217e-08
threshold=0.3248100000000001 0.13528000000000004 0.11568500000000002 0.11475 0.082840000000000011 -0.10664 -0.098344999999999974 -0.041644999999999995 -0.085719999999999977 -0.086394999999999986 0.083715000000000026 -0.085784999999999986 -0.52488999999999986 0.08708500000000001 0.085860000000000006 0.09142500000000002 0.085355000000000014 0.085605000000000014 0.50996500000000011 -0.083804999999999977 0.088725000000000012 0.087755000000000014 -0.47354999999999997 0.14262000000000002 0.098465000000000011 0.090355000000000005 -0.045159999999999999 0.15619500000000003 0.11679000000000002 -0.08569499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 9 -8 -11 -12 -10 14 21 16 19 -17 -19 -15 -21 22 -14 24 25 27 -26 28 29 -24
right_child=-2 -3 -4 -5 -6 6 8 -9 12 10 11 -13 13 15 -16 17 -18 18 -20 20 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-3.5625186543105277e-06 -2.6312213064912892e-06 3.2729044700577761e-06 -2.3272380615337712e-06 2.3643686895812772e-06 -3.0914518287385434e-06 3.9437718117239588e-06 9.6773306538688354e-06 3.6093137308149208e-07 -4.1707488898348479e-06 5.1474945224632462e-06 -9.884737411756878e-06 5.3352986552371557e-07 3.3688945736516705e-06 -2.5155042975385466e-06 -6.3417785165142968e-06 -5.0148422911716453e-06 8.2277184689920768e-06 5.7459920759583846e-06 -1.7766416963537346e-06 5.9603955060083536e-06 -2.7766030578514682e-07 -2.8532616952886133e-06 1.0996359546472274e-06 -3.3250726839166115e-06 2.1418104149863494e-06 5.7139822623522099e-06 -5.9656462790097324e-06 -4.5671389043058123e-06 3.1667448010921367e-06 -6.7705851142563096e-08
leaf_weight=30 23 21 27 34 27 21 21 31 31 28 23 22 27 23 20 33 29 20 23 20 23 26 159 24 26 29 29 21 25 2225
leaf_count=30 23 21 27 34 27 21 21 31 31 28 23 22 27 23 20 33 29 20 23 20 23 26 159 24 26 29 29 21 25 2225
internal_value=0 1.95336e-08 -2.6701e-09 1.7908e-08 -8.5441e-09 1.93042e-08 5.23862e-08 -1.56863e-06 2.42751e-08 1.40152e-06 -9.79198e-07 -4.79136e-06 -2.17472e-08 2.44854e-08 -5.13282e-08 1.18208e-06 3.0902e-06 -1.20306e-06 1.72226e-06 8.32805e-07 2.62376e-06 -2.77201e-09 2.61218e-08 -9.43957e-09 2.22133e-08 7.04192e-08 -2.13303e-06 3.06803e-09 4.29079e-08 1.01496e-08
internal_weight=0 3098 3077 3050 3016 2989 2928 61 2907 94 73 45 2813 2782 2611 171 95 76 43 66 43 2591 2565 2538 2514 2459 55 2430 2409 2384
internal_count=3121 3098 3077 3050 3016 2989 2928 61 2907 94 73 45 2813 2782 2611 171 95 76 43 66 43 2591 2565 2538 2514 2459 55 2430 2409 2384
is_linear=0
shrinkage=0.1


Tree=6645
num_leaves=31
num_cat=0
split_feature=40 4 33 47 47 47 148 447 16 13 147 129 403 1184 130 3 133 482 42 4 52 482 13 403 1212 132 4 1211 50 1
split_gain=1.44739e-08 3.86007e-08 1.8885e-08 1.60359e-08 9.72986e-08 5.11353e-08 2.07887e-08 3.1074e-08 2.12152e-08 4.05552e-08 2.78032e-08 1.79461e-08 7.05522e-08 4.68957e-08 2.72895e-08 5.26156e-08 6.63079e-08 2.34942e-08 3.30854e-08 8.17194e-08 4.70638e-08 5.57086e-08 3.53019e-08 3.02461e-08 8.30608e-08 7.83089e-08 3.51027e-07 2.7586e-07 9.01632e-08 9.58957e-08
threshold=-0.24620999999999996 0.63556000000000001 -0.0066799999999999993 0.092165000000000011 0.09585500000000001 0.090100000000000013 -0.10069499999999999 0.094580000000000011 -0.54656499999999986 -0.029529999999999997 0.092070000000000013 -0.077709999999999987 0.10114000000000002 0.089075000000000015 -0.079354999999999981 -0.11171999999999999 -0.0077049999999999992 0.080200000000000007 0.096450000000000022 -0.025314999999999994 -0.026204999999999996 0.095830000000000012 -0.08231999999999999 -0.0047449999999999992 -0.087764999999999996 -0.083284999999999984 -0.082349999999999993 0.11048500000000001 0.090630000000000016 0.090965000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 8 9 -8 11 12 -10 14 15 -13 -17 23 19 -19 21 -21 -22 24 -16 26 -26 28 29 -27
right_child=1 -3 3 4 -6 -7 7 -9 10 -11 -12 13 -14 -15 17 16 -18 18 -20 20 22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=2.6815126329893249e-06 2.3911994947990355e-06 -4.2901051708201165e-06 2.6026224473283829e-06 -6.8027066096950268e-06 -1.9209944279095581e-07 4.9817487316821444e-06 6.1953115021598904e-07 -3.2575371816215954e-06 -5.4835082073623199e-06 -4.9824300736152814e-06 3.0034153311930826e-06 -2.8473919815041884e-06 2.4849912119861983e-06 4.6695396416783879e-06 6.8031991031602961e-06 1.1117063865884592e-06 7.8521221348637498e-06 6.1088998281224071e-06 -1.651667957958125e-06 -5.834734843119804e-06 5.0074311185913503e-06 7.4773288866304546e-07 -1.4090151166458653e-08 -3.5748424680325817e-07 -1.7285039547232374e-06 3.1719629399651447e-07 1.1762752712911606e-05 -8.2909403714345386e-06 4.3431114445068158e-06 -6.4585612898843642e-06
leaf_weight=20 33 21 31 24 308 21 28 29 25 24 32 20 20 22 20 54 20 33 36 20 28 36 28 1577 54 413 30 39 53 22
leaf_count=20 33 21 31 24 308 21 28 29 25 24 32 20 20 22 20 54 20 33 36 20 28 36 28 1577 54 413 30 39 53 22
internal_value=0 -1.73043e-08 1.18284e-08 -1.39409e-08 -6.69975e-07 6.62812e-08 2.79647e-08 -2.00694e-09 3.3836e-08 -1.96599e-06 7.41114e-08 3.73515e-08 -1.94195e-06 7.29078e-08 3.21805e-08 1.70348e-06 2.93344e-06 -3.35799e-08 1.06172e-06 1.73539e-06 4.46761e-07 -1.60315e-06 2.49667e-06 -1.23367e-07 4.61742e-07 2.54166e-07 3.0898e-06 -1.97814e-07 4.48973e-07 -2.54857e-08
internal_weight=0 3101 3080 3047 332 2715 2694 2663 2634 52 2582 2550 45 2505 2483 94 74 2389 181 145 112 56 56 2208 631 611 84 527 488 435
internal_count=3121 3101 3080 3047 332 2715 2694 2663 2634 52 2582 2550 45 2505 2483 94 74 2389 181 145 112 56 56 2208 631 611 84 527 488 435
is_linear=0
shrinkage=0.1


Tree=6646
num_leaves=31
num_cat=0
split_feature=1211 50 1213 2 3 1186 393 448 447 48 13 448 2 9 9 34 11 13 2 13 12 1210 13 13 160 401 12 12 133 43
split_gain=1.85416e-08 6.51731e-08 4.34456e-08 4.66569e-08 2.55497e-08 1.6496e-08 1.85018e-08 1.28707e-08 3.6623e-08 1.6651e-08 7.0994e-08 7.1722e-08 4.95093e-08 3.95831e-08 4.6634e-08 4.02179e-08 5.21592e-08 3.79916e-08 2.54379e-08 2.01428e-08 1.04914e-07 2.72263e-07 1.52738e-07 7.81661e-08 2.01105e-07 7.23401e-08 5.53138e-08 5.18103e-08 1.60686e-07 4.83997e-08
threshold=0.09030500000000001 0.096900000000000014 -0.020279999999999996 0.084550000000000014 -0.080484999999999987 -0.095479999999999982 0.11333500000000001 0.068920000000000023 0.094005000000000019 -0.032929999999999994 -0.083894999999999983 -0.068129999999999982 0.089005000000000015 0.092410000000000006 0.088235000000000022 -0.08786999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.080614999999999978 -0.089109999999999981 0.088245000000000004 -0.076234999999999983 -0.092879999999999976 -0.088319999999999996 -1.0000000180025095e-35 0.082280000000000006 0.085110000000000005 0.082480000000000012 -0.065894999999999981 -0.080554999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1 7 8 9 10 -7 12 -12 14 15 -11 -17 -15 -18 20 21 -20 25 24 -21 29 27 -23 -29 -22
right_child=1 -3 3 4 -6 6 -8 -9 -10 13 11 -13 -14 17 -16 16 18 -19 19 23 22 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.3843507945760701e-06 3.7700123963683534e-06 5.5417216302615728e-06 -4.5648400229171017e-06 2.6167748822852699e-06 -1.7002870806620126e-06 3.0389054934916672e-06 3.0036655653020715e-06 -2.5763518033272704e-06 3.3335306447668246e-06 4.0459257310961526e-06 -3.47679512962149e-06 -5.8706937160853784e-06 2.0752098319260563e-06 4.1502874544810899e-07 -4.8760472066078367e-06 -4.9150733414907424e-06 3.4408744774000732e-06 6.1654007902234303e-06 -1.2729233103094711e-05 -2.9134079591131014e-06 -2.2033465365540967e-06 -8.852153945556794e-07 8.8087379784755154e-06 -1.2284008709931594e-08 1.0941692971755402e-05 -4.9681360856677358e-06 1.7975089208756782e-06 9.365679597581418e-07 -1.1319310908675107e-05 2.6352226697667903e-06
leaf_weight=30 24 27 26 29 26 31 20 20 32 24 29 38 36 27 20 22 21 20 21 20 29 173 24 2133 22 23 59 23 20 72
leaf_count=30 24 27 26 29 26 31 20 20 32 24 29 38 36 27 20 22 21 20 21 20 29 173 24 2133 22 23 59 23 20 72
internal_value=0 1.15985e-06 3.30806e-08 -1.07416e-06 5.75982e-07 -5.1224e-08 -2.75695e-08 -4.81972e-08 -3.08751e-08 -6.81668e-08 -1.15671e-06 -2.41947e-06 -4.01839e-07 -1.51826e-08 -6.51557e-08 -2.93338e-08 -6.60754e-08 2.862e-06 -2.56671e-08 -5.34629e-08 -6.67267e-07 -1.75422e-06 1.50663e-06 7.18378e-08 4.34403e-06 9.33214e-08 -9.16125e-07 -1.65735e-06 -4.76384e-06 1.24593e-06
internal_weight=0 132 105 81 55 2989 2959 2939 2919 2887 134 103 65 2753 2706 2686 2662 47 2640 2619 444 296 148 2175 42 124 275 216 43 101
internal_count=3121 132 105 81 55 2989 2959 2939 2919 2887 134 103 65 2753 2706 2686 2662 47 2640 2619 444 296 148 2175 42 124 275 216 43 101
is_linear=0
shrinkage=0.1


Tree=6647
num_leaves=31
num_cat=0
split_feature=132 132 1203 1186 1213 1212 1210 2 402 12 16 12 43 1212 1447 1447 3 481 2 1447 1213 1447 1 1444 131 131 480 130 42 0
split_gain=1.50704e-08 6.31047e-08 4.66965e-08 1.56112e-08 1.30519e-08 1.12844e-07 1.10047e-07 7.64476e-08 2.16096e-07 1.44217e-07 7.4865e-08 5.01241e-08 2.75497e-08 4.06222e-08 1.56754e-08 2.31833e-07 1.57355e-07 1.10854e-07 5.64275e-08 4.96872e-08 2.32875e-08 1.86649e-08 5.95029e-08 5.3168e-08 1.85524e-08 2.86104e-07 1.02044e-07 5.62934e-08 1.10458e-07 7.40106e-08
threshold=-0.083174999999999985 -0.069704999999999989 0.088820000000000024 -0.010834999999999999 -0.085284999999999986 -0.089079999999999979 -0.094799999999999982 0.084715000000000013 -0.0060099999999999989 0.085495000000000015 -0.026164999999999997 0.08598500000000002 0.0041500000000000009 -0.088629999999999987 -0.085684999999999997 -0.086279999999999982 -0.085709999999999995 -0.081334999999999977 0.087955000000000019 -0.084334999999999979 -0.082994999999999985 -0.081174999999999983 0.083135000000000014 -0.078379999999999991 0.091360000000000011 0.090385000000000007 0.11191000000000002 0.08610000000000001 -0.091214999999999977 -0.081094999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 -3 8 -8 -9 11 -10 13 -11 15 16 -7 -18 -19 -16 -21 22 -22 -23 25 26 -25 28 -26 -29
right_child=1 4 -4 -5 5 14 7 9 10 12 -12 -13 -14 -15 19 -17 17 18 -20 20 21 23 -24 24 27 -27 -28 29 -30 -31
leaf_value=1.9411173817778555e-06 5.5227016630288706e-06 6.619125877982413e-06 -4.6116454971719835e-06 -6.114996555211347e-07 -6.2469560412896029e-06 -7.3496563076063199e-06 -1.1382329357729759e-05 8.7731981575020857e-06 5.4339463497820334e-06 -1.2051486607690875e-06 -4.2126283588004299e-06 -7.8007808724578363e-07 -2.6273144738234839e-06 3.855877976328539e-06 -4.8712319334126301e-06 1.0959945745412371e-05 7.9290572011814235e-06 -4.1074911621308276e-06 2.6166673592342704e-06 3.1134257028497815e-06 -4.944958625076522e-06 5.0319098233688115e-06 2.1966429860498239e-06 -9.1574403473305735e-08 8.2323253148989104e-06 -1.1740492990005199e-05 5.9867778004120611e-06 -6.8726574876823832e-06 6.5866936430127562e-07 1.4269983322182354e-06
leaf_weight=28 21 28 28 166 29 27 20 23 27 35 25 25 29 29 21 20 20 26 24 24 28 21 20 2032 21 21 28 21 232 22
leaf_count=28 21 28 28 166 29 27 20 23 27 35 25 25 29 29 21 20 20 26 24 24 28 21 20 2032 21 21 28 21 232 22
internal_value=0 6.08169e-08 -7.94071e-07 -2.43081e-07 2.0963e-08 -4.34161e-08 7.25392e-07 -4.93709e-08 -2.12111e-06 1.68303e-06 2.84401e-07 2.44643e-06 -7.04501e-08 1.08813e-06 2.5565e-08 1.15679e-06 -8.64478e-07 1.63695e-06 -8.79895e-07 -2.75676e-08 1.36133e-08 -1.68019e-08 -1.96929e-06 2.22805e-08 -2.19779e-08 -1.27343e-07 -8.95602e-09 7.18778e-07 1.28731e-06 -2.62632e-06
internal_weight=0 2899 222 194 2878 2637 241 213 97 116 77 52 93 64 2608 117 97 70 50 2491 2470 2446 48 2398 2377 2081 2060 296 253 43
internal_count=3121 2899 222 194 2878 2637 241 213 97 116 77 52 93 64 2608 117 97 70 50 2491 2470 2446 48 2398 2377 2081 2060 296 253 43
is_linear=0
shrinkage=0.1


Tree=6648
num_leaves=31
num_cat=0
split_feature=1211 50 1213 2 3 1186 393 1447 1456 1446 1419 1419 157 1447 1447 1451 403 1453 403 403 1210 1210 51 158 43 43 158 1455 1447 158
split_gain=1.67756e-08 5.65823e-08 3.48318e-08 4.0698e-08 2.14263e-08 1.40428e-08 1.54906e-08 1.3439e-08 4.48345e-08 3.28949e-08 2.84214e-08 6.42024e-08 8.06514e-08 2.09647e-08 3.44553e-08 3.29606e-08 3.31132e-08 2.44244e-08 2.42675e-08 4.40461e-08 2.36463e-08 2.45226e-08 2.29686e-08 2.85395e-08 8.22997e-08 4.62447e-08 4.22041e-08 2.71241e-08 3.70696e-08 3.39928e-08
threshold=0.09030500000000001 0.096900000000000014 -0.020279999999999996 0.084655000000000022 -0.080484999999999987 -0.095479999999999982 0.11333500000000001 -0.086849999999999997 0.085275000000000004 0.037915000000000011 0.087255000000000013 0.089680000000000024 -0.06482499999999998 -0.086264999999999994 -0.085754999999999984 0.087145000000000014 -0.55327499999999985 1.0000000180025095e-35 -0.54856499999999986 -0.53960999999999981 -0.3960249999999999 -0.094799999999999982 -0.46621499999999999 0.10874500000000002 -0.011694999999999999 -0.077824999999999991 0.10544500000000002 -0.097209999999999977 -0.083354999999999985 -0.4686749999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1 7 8 9 -7 13 -12 -13 -9 -15 16 -16 18 -18 -20 -21 -22 -23 26 25 -25 27 -24 -29 -30
right_child=1 -3 3 4 -6 6 -8 10 -10 -11 11 12 -14 14 15 -17 17 -19 19 20 21 22 23 24 -26 -27 -28 28 29 -31
leaf_value=-2.2013863064292614e-06 3.3993816847062896e-06 5.1861068830779311e-06 -4.1080679845132787e-06 2.5664141909536351e-06 -1.4202055056627545e-06 2.4558375997685291e-06 2.7467133577374628e-06 2.9126968418798546e-06 4.6498526794144152e-06 -2.4097960055492035e-06 -6.6938567518567043e-06 4.8715659067966047e-06 -3.0888974210288978e-06 -4.1912276219591148e-06 3.891058128959101e-06 3.068692344875083e-06 -3.2340432274698594e-06 -3.4923749332111109e-06 4.6352886147360554e-06 -3.2677611868522315e-06 3.0085135292140947e-06 2.6273805859443289e-06 -3.1342736815923703e-06 -1.7771977113892825e-06 -5.345539245109439e-06 3.9560367232146147e-06 3.4032085711390084e-06 3.773003914830042e-06 2.8295860258181051e-06 -1.4752395352277034e-07
leaf_weight=30 24 27 27 28 26 24 20 24 26 33 21 20 35 20 21 34 24 21 20 23 26 31 29 34 39 24 35 25 39 2311
leaf_count=30 24 27 27 28 26 24 20 24 26 33 21 20 35 20 21 34 24 21 20 23 26 31 29 34 39 24 35 25 39 2311
internal_value=0 1.10323e-06 5.33484e-08 -9.38069e-07 6.46931e-07 -4.87265e-08 -2.69016e-08 -4.57761e-08 1.20859e-06 -3.61108e-07 -8.22301e-08 -1.99015e-06 -1.94183e-07 -3.00712e-08 -5.56976e-08 -2.54672e-08 -6.44018e-08 -9.53845e-08 -6.85662e-08 -3.97454e-08 -7.54873e-08 -4.71717e-08 -7.81214e-08 -1.11193e-07 -1.79336e-06 5.95175e-07 -4.4293e-08 -9.44854e-08 -5.7368e-08 -9.81166e-08
internal_weight=0 132 105 81 54 2989 2959 2939 83 57 2856 76 55 2780 2756 2736 2702 2681 2660 2636 2616 2593 2567 2536 97 58 2439 2404 2375 2350
internal_count=3121 132 105 81 54 2989 2959 2939 83 57 2856 76 55 2780 2756 2736 2702 2681 2660 2636 2616 2593 2567 2536 97 58 2439 2404 2375 2350
is_linear=0
shrinkage=0.1


Tree=6649
num_leaves=31
num_cat=0
split_feature=1211 403 1 3 16 393 1186 401 42 133 133 133 130 1 133 403 1208 402 1210 1132 0 47 0 47 0 43 1 1 52 160
split_gain=1.35877e-08 4.69735e-08 5.1857e-08 4.9616e-08 7.11117e-08 1.50483e-08 1.69169e-08 1.34256e-08 5.1394e-08 3.72347e-08 2.74683e-08 1.78167e-08 2.2819e-08 2.38723e-08 1.99872e-08 4.19975e-08 8.58279e-08 2.35696e-08 3.24101e-08 1.62348e-08 1.99001e-08 9.93978e-08 4.0379e-07 1.40825e-07 8.26103e-08 1.93261e-07 4.81824e-08 1.0436e-07 1.54341e-07 1.49419e-07
threshold=0.09030500000000001 -0.074254999999999988 0.083835000000000007 -0.082234999999999989 -0.069894999999999985 0.11146500000000002 -0.10142499999999997 -0.06959499999999999 0.10306000000000001 0.51114000000000004 0.41892500000000005 0.41171500000000005 -0.23123999999999997 0.16540500000000002 0.40431 -0.54856499999999986 0.099975000000000008 0.23460000000000003 -0.094799999999999982 -0.078654999999999989 -0.10151999999999999 0.094160000000000008 -0.11756999999999999 0.082095000000000015 -0.097274999999999986 -1.0000000180025095e-35 0.082005000000000008 0.090740000000000015 -0.080979999999999983 -0.023379999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 6 -1 8 -8 10 11 12 -9 14 15 -14 17 18 -17 -20 21 23 -23 26 25 -22 -21 28 -28 -30
right_child=1 3 -4 4 -6 -7 7 9 -10 -11 -12 -13 13 -15 -16 16 -18 -19 19 20 24 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=2.8080294885599179e-06 5.7959152218245437e-07 -4.2329521875217328e-06 7.4112292719519256e-06 4.1151680092558051e-06 -2.6460928178754069e-06 -2.1674496896263338e-06 4.8548379709245644e-06 3.2519084851536542e-06 -1.8365784026999873e-06 -3.357104172022553e-06 3.3406448854596728e-06 -2.6132589655221468e-06 -3.5973384704200066e-06 -3.0159151290515889e-06 3.0453990153286475e-06 3.9821848059773409e-06 6.3599086020292899e-06 -2.997732949720726e-06 -2.8968888909730595e-06 1.8116932162273419e-06 -1.3948734983221751e-08 -9.7619493665072652e-08 1.6066407761741176e-05 -7.8945408280229782e-06 -6.8419997200826485e-08 -1.1869483732880327e-05 2.6795258092889804e-06 5.3621004994227627e-07 -1.9723332216684592e-06 -1.3790722553039816e-05
leaf_weight=21 25 24 20 35 28 33 24 21 22 34 24 27 33 27 21 20 21 27 20 144 44 68 20 22 1979 20 23 251 23 20
leaf_count=21 25 24 20 35 28 33 24 21 22 34 24 27 33 27 21 20 21 27 20 144 44 68 20 22 1979 20 23 251 23 20
internal_value=0 9.92908e-07 3.61587e-06 -3.638e-07 1.11016e-06 -4.38327e-08 -2.01252e-08 -4.03608e-08 1.6546e-06 -6.73486e-08 -2.81712e-08 -5.67305e-08 -3.21135e-08 -5.68941e-08 -2.79051e-08 -5.15027e-08 -8.19679e-09 -5.80775e-08 -2.81714e-08 -5.86221e-08 -3.69063e-08 4.84998e-07 3.57602e-06 -7.81705e-08 -1.82774e-07 -3.7188e-06 2.94845e-07 -3.94197e-07 -3.93256e-06 -7.46926e-06
internal_weight=0 132 45 87 63 2989 2956 2935 46 2889 2855 2831 2804 2783 2756 2735 2702 2681 2654 2634 2614 571 88 483 2043 64 461 317 66 43
internal_count=3121 132 45 87 63 2989 2956 2935 46 2889 2855 2831 2804 2783 2756 2735 2702 2681 2654 2634 2614 571 88 483 2043 64 461 317 66 43
is_linear=0
shrinkage=0.1


Tree=6650
num_leaves=31
num_cat=0
split_feature=132 393 15 1 1 130 40 16 16 51 43 402 133 16 131 123 1 13 151 13 3 15 42 16 16 0 0 47 2 0
split_gain=1.28349e-08 5.20603e-08 4.72999e-08 1.3582e-08 1.52157e-08 1.26202e-08 3.81051e-08 1.49167e-08 6.9028e-08 9.79393e-08 9.04039e-08 4.5197e-08 6.23367e-08 4.21858e-08 3.72383e-08 5.62597e-08 8.64596e-08 5.82784e-08 5.03636e-08 4.5911e-08 1.18402e-07 4.85353e-08 3.86845e-08 3.64793e-08 3.52432e-08 3.45776e-08 4.61649e-07 3.93422e-07 2.65173e-07 8.15756e-08
threshold=-0.083174999999999985 0.12069000000000002 0.091475000000000015 0.089625000000000024 0.11507500000000002 -0.23647499999999996 -0.16692999999999997 -0.15241499999999997 -0.29154999999999992 0.090230000000000019 -0.0047449999999999992 0.087880000000000014 -0.054584999999999995 -0.39185999999999993 0.09172000000000001 0.090420000000000014 0.13686500000000004 0.049530000000000012 -0.10737499999999998 -1.0000000180025095e-35 0.10893000000000001 0.050935000000000008 0.088295000000000012 -0.14322499999999996 -0.5009849999999999 -0.10011499999999998 -0.10224499999999999 0.092710000000000015 0.082275000000000015 -0.097024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 -5 -2 -7 8 11 10 -10 12 -8 14 15 16 17 18 -14 21 -21 22 -20 -9 -24 26 27 28 -25 -27
right_child=1 -3 -4 4 -6 6 7 23 9 -11 -12 -13 13 -15 -16 -17 -18 -19 19 20 -22 -23 24 25 -26 29 -28 -29 -30 -31
leaf_value=2.892178152554455e-07 -2.483325062030417e-06 5.0170711152272167e-06 -4.4255156166173042e-06 -3.5600862243644436e-06 2.5095873752434271e-07 3.4158503502002342e-06 4.8958102947186237e-06 3.4006022967029518e-06 -2.0607682908272791e-06 2.7046603394169434e-06 -9.984182046688755e-06 -3.6133446758779634e-06 3.9774602456695314e-06 4.1988673398339996e-06 -3.8099806841630981e-06 3.8890365458703885e-06 -6.2076471569601686e-06 5.2624554848534898e-06 3.1591433664447244e-06 -8.4296246989197246e-06 1.2088297545722948e-06 -4.0381274655858405e-06 -3.2887606216212999e-06 1.0786916992016745e-05 2.1734299090374928e-06 -4.5126266039604649e-06 1.4998575720297098e-05 -1.1074953054362439e-05 1.3240253331357212e-07 -6.2699044225282005e-09
leaf_weight=150 20 21 30 22 20 33 28 33 36 21 24 31 23 22 28 33 24 20 46 25 26 23 27 26 21 41 22 29 230 1986
leaf_count=150 20 21 30 22 20 33 28 33 36 21 24 31 23 22 28 33 24 20 46 25 26 23 27 26 21 41 22 29 230 1986
internal_value=0 5.61196e-08 -7.32818e-07 -1.55834e-07 -1.7453e-06 1.99208e-08 3.74383e-08 -2.02635e-09 -5.24415e-07 -3.17296e-06 -5.23013e-06 4.46369e-08 3.72375e-07 -2.59148e-08 -3.39919e-07 2.26249e-08 -5.20318e-07 1.26582e-07 -4.11206e-07 -1.01204e-06 -3.5159e-06 7.93945e-08 1.08687e-06 9.90526e-08 -8.99052e-07 5.23726e-08 1.04139e-06 -3.60043e-08 1.2145e-06 -9.74197e-08
internal_weight=0 2899 222 192 42 2878 2858 2825 458 81 60 377 346 318 296 268 235 211 191 168 51 117 94 2367 48 2334 307 285 256 2027
internal_count=3121 2899 222 192 42 2878 2858 2825 458 81 60 377 346 318 296 268 235 211 191 168 51 117 94 2367 48 2334 307 285 256 2027
is_linear=0
shrinkage=0.1


Tree=6651
num_leaves=31
num_cat=0
split_feature=12 130 132 1203 1185 50 1213 42 42 403 133 1213 400 400 130 402 394 403 129 42 13 39 33 47 47 9 3 47 47 41
split_gain=1.34863e-08 3.15381e-08 1.37861e-08 3.20763e-07 2.45295e-07 7.02572e-08 1.31436e-08 8.02878e-08 1.71679e-07 1.66332e-07 3.25052e-08 1.92477e-08 1.66807e-08 2.11145e-08 1.48273e-08 6.51181e-08 5.5049e-08 4.487e-08 7.82383e-08 3.41434e-08 3.19154e-08 2.66211e-08 4.40186e-08 2.01229e-08 1.64257e-07 1.58414e-07 3.35351e-07 6.03097e-08 2.4881e-08 2.18684e-08
threshold=0.23631000000000002 -0.22461999999999996 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.093235000000000026 0.090990000000000015 0.095185000000000006 -0.50388999999999984 -0.012979999999999998 0.052820000000000013 -0.39724499999999996 -0.079519999999999993 -0.0048749999999999991 0.090075000000000002 -0.096774999999999986 -0.081499999999999989 0.096450000000000022 -0.031659999999999994 0.0015850000000000003 -1.0000000180025095e-35 -0.012019999999999998 0.094160000000000008 0.09717000000000002 0.088235000000000022 -0.13309499999999996 0.090920000000000015 0.087885000000000019 0.085095000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 11 9 -9 -8 -11 12 -6 -14 15 17 -16 -15 19 20 -19 -18 -23 25 -25 27 -27 28 29 -24
right_child=-2 2 4 -5 6 -7 7 8 -10 10 -12 -13 13 14 16 -17 21 18 -20 -21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=3.4207081826599085e-06 -2.4125463428588219e-06 1.3764926804375199e-07 -1.0589149025525496e-05 1.2504084532424932e-05 -2.8755374177080742e-06 -6.1134034012866323e-06 -8.8569151546380458e-06 1.1349529638664536e-05 -6.9368660002384854e-07 -6.148254757393974e-07 3.6363364509790182e-06 -1.8402319926343777e-06 2.4992073720648694e-06 -4.1368912951094735e-06 4.8165659203884085e-06 -5.5234870575741999e-06 3.0148514630629256e-06 2.4351336378458655e-06 6.1319141593685346e-06 -3.8513439903908875e-06 -2.3508674778647468e-06 -4.2943380852496686e-06 -2.8957923914644969e-08 8.7191866382359727e-06 5.0576580977168332e-08 3.2648563785100818e-06 -1.4038916608190753e-05 5.4989655222925655e-06 -2.9797395912721315e-06 2.1771183787245226e-06
leaf_weight=27 23 178 22 21 20 20 20 20 29 37 35 58 34 22 24 26 29 38 22 23 22 24 1939 24 245 21 24 20 28 46
leaf_count=27 23 178 22 21 20 20 20 20 29 37 35 58 34 22 24 26 29 38 22 23 22 24 1939 24 245 21 24 20 28 46
internal_value=0 1.79174e-08 -1.19997e-08 7.52599e-07 -7.07119e-08 -4.9377e-07 1.10569e-08 9.52189e-07 4.22191e-06 -7.89294e-07 1.45171e-06 -3.82922e-08 1.4313e-09 2.34686e-08 -9.1954e-09 -9.63955e-07 5.10679e-08 -3.05072e-08 8.29878e-07 -5.75481e-07 6.80267e-07 3.41289e-09 -3.34204e-08 1.0151e-08 8.23984e-07 -9.52009e-08 -5.96382e-06 3.46998e-08 -1.959e-08 2.21653e-08
internal_weight=0 3098 3071 219 2852 198 2830 141 49 92 72 2689 2631 2611 2577 153 2424 127 105 83 60 2400 2371 2347 269 2078 45 2033 2013 1985
internal_count=3121 3098 3071 219 2852 198 2830 141 49 92 72 2689 2631 2611 2577 153 2424 127 105 83 60 2400 2371 2347 269 2078 45 2033 2013 1985
is_linear=0
shrinkage=0.1


Tree=6652
num_leaves=31
num_cat=0
split_feature=33 47 47 47 1 120 2 148 447 39 39 484 150 133 133 52 1375 474 484 1375 12 12 159 483 49 51 160 0 43 1374
split_gain=1.68266e-08 1.46589e-08 9.28058e-08 4.6571e-08 2.01859e-08 4.37162e-08 4.92548e-08 1.87604e-08 3.52248e-08 2.40023e-08 2.17642e-08 2.24749e-08 1.0984e-07 8.13454e-08 1.00601e-07 1.26271e-07 5.29957e-08 4.64949e-08 8.56482e-08 4.49377e-08 1.0976e-07 2.97067e-08 3.58163e-08 2.24974e-08 2.62199e-08 1.04377e-07 5.86054e-08 3.80637e-08 5.33903e-08 3.18819e-08
threshold=-0.0066799999999999993 0.092165000000000011 0.09585500000000001 0.090100000000000013 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 -0.10069499999999999 0.094580000000000011 0.11305000000000003 0.10827500000000001 0.086135000000000017 0.10874500000000002 0.090665000000000009 0.085520000000000013 -0.010034999999999999 -0.15308499999999997 0.090025000000000008 0.087825000000000014 -0.064299999999999982 0.087995000000000004 0.083815000000000014 0.10442500000000002 -0.47181499999999993 0.11475 -0.44986999999999994 0.40950000000000003 -0.080119999999999983 -0.05647499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 -2 9 10 11 16 13 14 17 -16 -9 18 -13 20 -18 22 -20 -21 26 -26 29 28 -27 -25
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 -12 12 -14 -15 15 -17 19 -19 21 23 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=2.2124786830639043e-06 2.6707698894439933e-06 -6.6412168384507218e-06 -1.8579073496069224e-07 4.6339265695265071e-06 3.0313747257340849e-06 -3.5212631480265242e-06 4.8599040827043833e-06 -3.9994515231335432e-06 -3.6911704438143019e-06 -2.5562563160343014e-06 3.3298325115538318e-06 7.4220704933933037e-06 7.2043754230435302e-06 5.3786723840319074e-06 -7.4970700288267345e-06 2.2115035776659213e-06 7.7687312379263563e-06 -2.8772765542310725e-06 -3.0221147346096322e-06 2.6329628796399145e-06 -1.8984853860576116e-06 2.4991444087434159e-06 2.3110225981781696e-06 -1.5555678352530699e-07 -7.9721633645541664e-06 5.1069572445309557e-06 4.581125302104704e-06 -2.4247661608692524e-06 -1.8888377690018386e-06 3.183808301651754e-06
leaf_weight=34 26 24 309 22 22 35 21 34 26 36 20 22 25 27 37 21 24 26 34 30 23 42 20 2023 21 24 27 37 20 29
leaf_count=34 26 24 309 22 22 35 21 34 26 36 20 22 25 27 37 21 24 26 34 30 23 42 20 2023 21 24 27 37 20 29
internal_value=0 -2.43715e-08 -6.51047e-07 5.14029e-08 1.45012e-08 -9.99e-09 3.59519e-08 -2.21804e-09 -2.86631e-08 7.9338e-09 4.39084e-08 1.8096e-08 9.106e-07 2.23507e-07 -4.6555e-07 -3.9819e-06 -8.08116e-08 9.50757e-07 1.79422e-06 -2.18064e-08 3.03797e-06 5.04506e-07 -1.04688e-06 -8.6849e-08 -1.2426e-07 -1.68962e-06 -4.74606e-08 -6.08164e-08 1.92705e-06 -1.08363e-07
internal_weight=0 3087 333 2754 2732 2710 2675 2654 2628 2602 2566 2546 254 229 202 58 2292 144 118 2258 47 96 54 2211 2181 102 2079 81 44 2052
internal_count=3121 3087 333 2754 2732 2710 2675 2654 2628 2602 2566 2546 254 229 202 58 2292 144 118 2258 47 96 54 2211 2181 102 2079 81 44 2052
is_linear=0
shrinkage=0.1


Tree=6653
num_leaves=31
num_cat=0
split_feature=33 1429 1420 156 155 157 1455 43 160 1455 482 42 39 3 1455 1446 1 43 1446 1456 1447 3 1447 160 1447 480 160 0 0 2
split_gain=1.36295e-08 1.35225e-08 3.43359e-08 2.19404e-08 3.9519e-08 1.71689e-08 1.62587e-08 3.99919e-08 6.31429e-08 3.14378e-08 2.50611e-08 9.40983e-08 4.17724e-08 3.35308e-08 2.32672e-08 1.9422e-08 9.73233e-08 7.98325e-08 4.10946e-08 4.91785e-08 3.54944e-08 3.16663e-07 1.6962e-07 1.3639e-07 4.05011e-08 5.37486e-08 4.43255e-08 2.79771e-08 1.31119e-07 2.93974e-07
threshold=-0.0066799999999999993 0.12521000000000002 -0.086589999999999986 0.3248100000000001 0.14039500000000002 -0.52541999999999989 -0.092919999999999989 -0.013024999999999998 -0.072114999999999985 -0.082599999999999993 0.090355000000000005 0.096235000000000015 0.15619500000000003 -0.082594999999999988 -0.065979999999999983 0.096495000000000011 0.086720000000000005 -0.065269999999999981 0.091180000000000011 -0.15308499999999997 -0.086279999999999982 -0.085709999999999995 -0.085644999999999985 -0.090764999999999985 -0.082824999999999982 0.11387000000000001 -0.53908999999999996 -0.086934999999999985 -0.087974999999999984 0.084885000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 -7 -8 12 13 14 -12 -11 18 17 -17 19 -16 21 -21 -22 -23 -24 26 -26 28 -28 -30
right_child=1 -3 3 -5 -6 6 9 -9 -10 10 11 -13 -14 -15 15 16 -18 -19 -20 20 22 23 24 -25 25 -27 27 -29 29 -31
leaf_value=1.9912313151133494e-06 -4.0685306625424091e-06 2.569871896298537e-06 -2.9397754946103309e-06 -3.2321916781559903e-06 4.2341744099096768e-06 7.4229796049252175e-06 -3.6403033026507128e-06 -2.0017033782757859e-06 9.6329838723047746e-09 -3.4325112375199751e-06 2.0609013829112213e-06 6.1555358262276349e-06 -4.5111708949380481e-06 -1.8163801621040177e-06 3.9341820139827999e-06 -4.5470171948357845e-06 5.6776575360452307e-06 2.7523571055820051e-06 -4.5753157701255983e-06 -1.2623402151456547e-05 8.9406368704744864e-06 -2.55518049470993e-06 -3.368319943550322e-06 7.6802041605886824e-06 -3.6647976564970178e-06 4.8856290752816926e-06 -1.1096037787615783e-07 2.4596354776185385e-07 9.2765070846889155e-07 -1.1910733273760989e-05
leaf_weight=34 21 20 20 21 22 20 24 22 27 20 38 31 21 54 31 31 34 29 20 21 21 30 37 23 34 22 865 1455 42 31
leaf_count=34 21 20 20 21 22 20 24 22 27 20 38 31 21 54 31 31 34 29 20 21 21 30 37 23 34 22 865 1455 42 31
internal_value=0 -2.19296e-08 -3.88308e-08 -1.10489e-08 1.13128e-08 -1.96239e-08 -4.52963e-11 1.51713e-06 3.16425e-06 -3.59703e-08 -6.03808e-09 1.39066e-06 -6.81248e-08 -2.14894e-07 -3.41467e-08 -9.21371e-09 1.4032e-06 -1.01899e-06 -5.96572e-08 -2.50809e-08 -7.26351e-08 -2.23111e-06 -8.92258e-09 1.88659e-06 -8.45222e-08 -3.49099e-08 -7.95131e-08 -2.8573e-08 -4.54427e-07 -4.52427e-06
internal_weight=0 3087 3067 3046 3025 3003 2983 69 47 2914 2890 123 2767 92 2746 2726 94 60 2632 2612 2581 74 2507 53 2486 2449 2427 2393 938 73
internal_count=3121 3087 3067 3046 3025 3003 2983 69 47 2914 2890 123 2767 92 2746 2726 94 60 2632 2612 2581 74 2507 53 2486 2449 2427 2393 938 73
is_linear=0
shrinkage=0.1


Tree=6654
num_leaves=31
num_cat=0
split_feature=41 33 3 4 1 132 1186 393 1203 12 4 97 34 34 14 9 14 15 41 42 147 147 13 0 50 1 2 13 2 13
split_gain=1.34914e-08 6.37178e-08 4.02421e-08 4.45606e-08 2.77101e-08 1.65313e-08 3.95638e-07 2.07904e-07 4.13884e-08 1.57368e-08 4.33007e-08 1.43875e-08 5.42668e-08 2.5324e-08 1.50117e-08 4.45458e-08 4.22844e-08 2.10224e-08 1.64491e-08 4.37289e-08 1.90921e-08 3.8978e-08 2.37068e-08 7.81052e-08 6.69363e-08 6.07607e-08 9.9864e-08 4.48367e-08 9.15764e-08 4.28868e-08
threshold=0.088520000000000015 -0.0066799999999999993 -0.098469999999999988 0.098655000000000007 0.10797500000000002 -0.083284999999999984 1.0000000180025095e-35 0.12679500000000002 0.087075000000000014 0.23631000000000002 0.63113500000000011 -0.086579999999999976 -0.08786999999999999 -0.082914999999999989 0.078235000000000013 0.099965000000000012 0.085220000000000004 -0.0058549999999999991 0.076195000000000013 0.088795000000000013 0.099730000000000027 0.093875000000000014 -0.13710499999999998 -0.14051499999999997 0.091320000000000012 0.11453000000000001 0.10774000000000002 -0.10278499999999999 0.089885000000000007 -0.097984999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 8 9 -3 10 11 -7 -13 -14 15 18 -16 -18 20 -20 21 22 23 -15 25 26 -25 28 -24 -29
right_child=2 5 3 -5 -6 7 -8 -9 -10 -11 -12 12 13 14 16 -17 17 -19 19 -21 -22 -23 27 24 -26 -27 -28 29 -30 -31
leaf_value=4.5450547440117179e-06 3.6325826431493624e-06 -3.1194474634304659e-08 -6.8551505876257579e-06 -3.3325677267467572e-07 -1.5104312544942582e-06 -2.6892259961641684e-06 1.4202486315184615e-05 -1.0233048442387371e-05 -4.5017781313087353e-06 -2.7958906520098029e-06 4.3401741372097449e-06 4.7368673023129309e-06 -3.20726627478507e-06 -6.2514049414648288e-06 -4.2435824422770365e-06 4.5119637971683089e-06 2.9715392633988814e-06 -1.3059929462618434e-06 -1.1831425724877095e-06 5.1965144393761882e-06 2.34973719660626e-06 -4.0001694469538054e-06 -1.4257903058023658e-06 -8.0875328504506876e-07 -5.1039874701278421e-06 -1.7581386878696828e-06 8.9546842264098811e-06 -4.4120010960052076e-06 8.1437668711714654e-06 2.4349907579613085e-08
leaf_weight=31 20 151 20 22 22 20 20 20 24 20 23 24 25 26 31 22 20 27 22 21 33 25 20 22 21 36 20 22 20 2291
leaf_count=31 20 151 20 22 22 20 20 20 24 20 23 24 25 26 31 22 20 27 22 21 33 25 20 22 21 36 20 22 20 2291
internal_value=0 3.45875e-08 -1.25015e-06 -3.43892e-06 9.38623e-07 -1.19277e-08 8.78445e-07 -7.36931e-08 -6.44303e-07 -8.92257e-10 1.9281e-08 -1.68837e-08 2.70823e-09 -3.93109e-08 -9.74808e-09 3.12445e-08 -1.37669e-06 5.14234e-07 -6.97799e-09 1.9325e-06 -3.98635e-08 -7.13685e-08 -3.17316e-08 -1.3737e-06 -9.2683e-08 1.25651e-06 3.8405e-06 3.95585e-08 3.35899e-06 -1.78463e-08
internal_weight=0 3037 84 42 42 3006 195 2811 175 2791 2771 2748 2728 2704 2679 2601 78 47 2579 43 2536 2503 2478 125 99 78 42 2353 40 2313
internal_count=3121 3037 84 42 42 3006 195 2811 175 2791 2771 2748 2728 2704 2679 2601 78 47 2579 43 2536 2503 2478 125 99 78 42 2353 40 2313
is_linear=0
shrinkage=0.1


Tree=6655
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1208 402 1213 1212 1209 43 52 402 403 130 1 1212 1212 401 1212 402 402 481 2 481 481 402 391 129 128 43
split_gain=1.37841e-08 8.06766e-08 5.47978e-08 1.2654e-08 1.9314e-08 1.70066e-08 2.308e-07 1.95989e-08 7.88987e-08 6.77081e-08 2.30088e-08 1.81472e-08 2.1254e-08 1.75363e-08 2.3065e-08 1.6051e-08 3.30683e-08 2.24188e-08 6.39524e-08 2.2518e-08 1.01575e-07 2.13019e-08 1.57563e-07 1.84564e-07 1.19206e-07 1.00518e-07 6.5382e-08 3.77749e-08 3.66805e-08 8.12989e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.12461500000000002 0.10837500000000001 0.13775000000000001 -0.083944999999999978 -0.092474999999999988 -0.090519999999999975 -0.0043399999999999992 0.086275000000000004 0.113945 0.12089000000000001 -0.23123999999999997 0.16540500000000002 -0.073259999999999978 -0.009474999999999999 -0.078179999999999986 0.11796000000000001 -0.45454999999999995 -0.40883999999999993 -0.087424999999999989 0.086330000000000004 -0.14540999999999996 -0.16223499999999996 0.10708500000000001 -0.087114999999999984 -0.04689999999999999 0.10692000000000002 -0.071044999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -7 9 -9 -3 -11 12 13 -10 15 -15 -17 18 -18 -19 -21 22 23 -22 -24 26 -23 -28 -29 -30
right_child=1 3 -4 -5 -6 6 -8 8 11 10 -12 -13 -14 14 -16 16 17 19 -20 20 21 25 24 -25 -26 -27 27 28 29 -31
leaf_value=-1.6256178136484091e-07 6.2338414853088798e-06 5.2048855067710072e-06 -4.894926999960652e-06 -2.4935046849350329e-06 3.0521477763876371e-06 5.1788894509741117e-06 -7.6936528330406873e-06 -6.1129351284502521e-06 2.9164001066392523e-06 1.496299472592e-06 -2.2670290870034176e-06 2.4862807921029649e-06 -3.1558053446393132e-06 -2.1144991884077225e-06 -3.0707061332198773e-06 3.4903316288494227e-06 5.4483878085631194e-06 2.8634434767337992e-06 -1.6461823008739885e-06 -7.1376097002939781e-06 6.1996496469873819e-07 -5.6763075099297569e-06 -2.414918713434923e-06 -1.2333232430964101e-05 7.071855091348531e-06 6.9664326463767102e-06 4.3932155563197742e-06 -3.1676348738969976e-08 -1.7113321180514423e-06 6.5483788056588738e-06
leaf_weight=194 21 32 28 20 21 26 30 21 21 32 33 30 21 34 24 28 27 27 24 20 22 20 27 22 26 21 20 2201 22 26
leaf_count=194 21 32 28 20 21 26 30 21 21 32 33 30 21 34 24 28 27 27 24 20 22 20 27 22 26 21 20 2201 22 26
internal_value=0 5.81533e-08 -7.59437e-07 1.30909e-08 3.06318e-08 8.26602e-09 -1.71712e-06 4.30094e-08 -7.45782e-09 1.43944e-06 -4.14313e-07 4.0689e-08 1.28243e-08 3.82995e-08 1.49726e-08 4.38219e-08 7.27927e-08 3.45926e-08 2.10977e-06 -8.53445e-09 -4.04848e-08 1.8486e-08 -1.43326e-06 -5.85663e-06 2.23897e-06 7.94468e-08 1.62635e-08 6.64404e-08 2.7963e-08 2.76268e-06
internal_weight=0 2899 222 2878 2858 2837 56 2781 2684 97 65 2663 2633 2612 2591 2567 2533 2505 51 2454 2427 2407 97 44 53 2310 2289 2269 2249 48
internal_count=3121 2899 222 2878 2858 2837 56 2781 2684 97 65 2663 2633 2612 2591 2567 2533 2505 51 2454 2427 2407 97 44 53 2310 2289 2269 2249 48
is_linear=0
shrinkage=0.1


Tree=6656
num_leaves=31
num_cat=0
split_feature=130 40 1 1 1 10 1 1 1447 480 3 1374 1 1 2 1 0 3 12 1 4 133 131 50 133 1456 474 1428 11 1
split_gain=1.37533e-08 4.13332e-08 1.4528e-08 3.06712e-07 2.62575e-07 2.53121e-07 1.27446e-07 9.17564e-08 4.58668e-08 4.66691e-08 9.0214e-08 3.88852e-08 3.56103e-08 1.62348e-07 1.26301e-07 1.23862e-07 1.08357e-07 2.65682e-07 2.34793e-07 1.3633e-07 8.04068e-08 7.389e-08 6.90802e-08 4.49359e-08 1.53709e-07 5.22349e-08 4.91198e-08 5.67511e-08 4.26509e-08 7.19715e-08
threshold=-0.23647499999999996 -0.16692999999999997 0.092845000000000025 0.09202500000000001 0.093400000000000025 -0.0026549999999999994 0.094090000000000021 0.094715000000000008 0.059120000000000013 0.10344000000000002 -0.075634999999999994 -0.035729999999999991 0.085475000000000009 0.086560000000000012 0.089885000000000007 0.084785000000000013 -0.080119999999999983 -0.082794999999999994 0.085565000000000016 0.089105000000000018 -0.023539999999999995 -0.007154999999999999 0.08482000000000002 -0.099524999999999988 0.090665000000000009 0.10959500000000001 -0.091284999999999991 0.087445000000000009 0.081365000000000007 0.077845000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 -6 -8 9 12 -11 -9 15 -14 16 23 18 22 -15 21 -21 -20 -18 24 -7 26 -25 28 29 -28
right_child=1 2 4 -5 6 8 7 11 -10 10 -12 -13 13 14 -16 -17 17 -19 19 20 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-2.6139148337733788e-06 3.5370820128402117e-06 -1.1216325583518483e-05 -1.0670350805241924e-05 1.0000176915938145e-05 7.1152744908431492e-06 -2.3260083198787624e-06 -6.3682572725080424e-06 4.1494445042644658e-06 3.6263284553367865e-06 8.5029891441136305e-07 -7.4380923403320299e-06 -2.0476739730000515e-07 7.1272235883358153e-06 1.2110098238984145e-05 -5.3802099890682644e-06 -7.5289472848990874e-06 6.3486277895208333e-06 -1.0700800945784295e-05 -6.1060886163691718e-06 7.4906762750158265e-06 3.702914959791903e-07 5.9180353773058414e-07 -1.6698145091573852e-06 -3.864457200819516e-06 9.3889636056181708e-06 -4.344419940187956e-06 -6.1962955728851039e-08 5.386124033321949e-06 -4.3467487790332438e-06 3.2917042111546893e-06
leaf_weight=20 33 20 24 31 24 24 24 21 36 29 24 879 39 22 35 22 22 24 28 35 29 40 21 32 21 28 1425 20 22 67
leaf_count=20 33 20 24 31 24 24 24 21 36 29 24 879 39 22 35 22 22 24 28 35 29 40 21 32 21 28 1425 20 22 67
internal_value=0 1.68653e-08 -2.09988e-08 1.27189e-07 -3.40548e-07 -2.10255e-08 -7.90335e-08 -2.65899e-07 8.8464e-08 2.50677e-08 -2.90293e-06 -1.03169e-07 1.04405e-07 1.11686e-06 2.01223e-07 -7.54113e-08 1.08516e-06 -2.27187e-06 2.54569e-06 9.5162e-07 4.26425e-06 -2.16615e-06 2.43264e-06 2.46361e-08 3.14098e-06 -6.33409e-08 1.32046e-08 9.40945e-08 2.41866e-08 8.86374e-08
internal_weight=0 3101 3068 2096 972 2065 948 924 2045 2009 53 900 1956 295 256 1661 221 67 154 132 64 68 43 1639 45 1594 1566 1534 1514 1492
internal_count=3121 3101 3068 2096 972 2065 948 924 2045 2009 53 900 1956 295 256 1661 221 67 154 132 64 68 43 1639 45 1594 1566 1534 1514 1492
is_linear=0
shrinkage=0.1


Tree=6657
num_leaves=31
num_cat=0
split_feature=401 1213 13 16 1212 41 1212 1213 1186 401 1212 132 15 393 132 1213 1212 52 1212 160 12 15 1372 481 2 484 403 403 157 1210
split_gain=1.31522e-08 1.87283e-08 5.26871e-08 5.53922e-08 2.31924e-08 1.55626e-08 1.57979e-08 2.52378e-08 3.2512e-08 3.11113e-08 4.35573e-08 2.30957e-08 5.14188e-07 3.86409e-07 8.58299e-08 2.04089e-08 2.32918e-08 7.2393e-08 1.10476e-07 4.821e-08 3.755e-08 3.37277e-08 2.40859e-08 2.19042e-08 2.70442e-07 2.00087e-07 8.555e-08 5.58946e-08 4.70601e-08 3.83967e-08
threshold=0.13837000000000002 0.15253500000000003 -0.084319999999999992 -0.082779999999999979 0.13631000000000001 0.11457000000000002 0.11930500000000001 0.11076500000000002 -0.11456499999999999 -0.46360499999999999 0.10610000000000001 -0.083284999999999984 0.091915000000000011 0.11213000000000002 -0.085314999999999988 0.093235000000000026 0.087615000000000012 0.0031350000000000002 0.089995000000000019 -0.57146499999999989 0.088930000000000023 0.087825000000000014 -0.097369999999999984 -0.086219999999999977 0.083865000000000009 -0.081614999999999979 -0.55049499999999985 -0.54448499999999989 -0.081579999999999986 -0.094799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 8 -1 -10 11 12 14 15 -11 16 19 21 -19 -13 -20 -18 -21 24 -24 28 -25 -28 -26 -29
right_child=-2 2 3 -5 -6 -7 -8 -9 9 10 -12 13 -14 -15 -16 -17 17 18 20 22 -22 -23 23 26 25 -27 27 29 -30 -31
leaf_value=3.9549975121016835e-06 -2.4941680760007115e-06 5.8286671251802806e-06 -4.2707884540504896e-06 2.2612066606745576e-06 -3.257608262753241e-06 -2.3888684204899216e-06 2.755894350533102e-06 -2.7465828927895269e-06 -3.8289779800899331e-06 6.3619867333810739e-08 4.684570351400908e-06 4.7293117962577866e-06 1.541893380218343e-05 -1.391980798871373e-05 -6.5486845434624343e-06 2.7177272114288697e-06 -6.3347887379115817e-07 -9.8007619209283822e-06 2.219779455139187e-06 -3.4288581275632169e-06 -3.5704526339941367e-06 4.4636495745397128e-06 -1.0167608969333323e-05 5.2521623871371053e-06 1.5479351828696015e-06 9.4313810816105544e-06 -5.2175000769238981e-06 3.7076576565345149e-06 -4.5568222669751486e-06 4.5945832590848804e-08
leaf_weight=21 21 21 20 37 22 27 21 33 21 134 20 22 22 20 23 28 34 20 21 20 24 21 26 32 23 23 20 29 28 2287
leaf_count=21 21 21 20 37 22 27 21 33 21 134 20 22 22 20 23 28 34 20 21 20 24 21 26 32 23 23 20 29 28 2287
internal_value=0 1.68873e-08 1.54681e-06 -3.07214e-08 -2.2601e-08 1.12237e-09 2.28276e-08 3.38509e-09 3.44741e-08 6.06455e-09 3.40576e-08 1.50234e-09 1.10124e-06 -7.20051e-08 -9.05062e-07 3.21921e-08 3.60081e-09 -1.35744e-06 -3.61678e-06 6.86703e-08 -8.68344e-07 1.3127e-06 2.74589e-08 5.54679e-08 -1.39425e-06 1.68829e-06 1.16689e-07 4.634e-08 -1.8037e-06 9.17963e-08
internal_weight=0 3100 78 57 3022 3000 2973 2952 2919 2898 2877 2857 179 2678 157 2658 2630 120 65 2510 45 55 2488 2468 100 74 2368 2336 51 2316
internal_count=3121 3100 78 57 3022 3000 2973 2952 2919 2898 2877 2857 179 2678 157 2658 2630 120 65 2510 45 55 2488 2468 100 74 2368 2336 51 2316
is_linear=0
shrinkage=0.1


Tree=6658
num_leaves=31
num_cat=0
split_feature=1204 133 43 13 4 133 52 1208 1210 132 399 1204 1211 52 158 158 13 159 1208 403 42 1213 402 1212 401 3 49 0 16 16
split_gain=1.49346e-08 1.80763e-08 4.99599e-08 1.38204e-07 9.36926e-08 3.12046e-08 1.91059e-08 9.30805e-08 9.30468e-08 7.00082e-08 5.50214e-07 3.91972e-07 8.28293e-08 5.35996e-08 5.72011e-08 5.69657e-08 5.16551e-08 2.26843e-07 4.02159e-08 9.39828e-08 1.80602e-07 4.71387e-08 5.28218e-08 6.5245e-08 1.33338e-07 5.41964e-08 4.37015e-08 6.96653e-08 4.30833e-08 1.32542e-07
threshold=-0.098194999999999991 0.50628500000000021 0.055925000000000009 -0.066634999999999986 -0.076229999999999978 0.41553500000000004 0.0031350000000000002 0.10233500000000001 -0.094799999999999982 -0.083284999999999984 0.09141500000000001 -0.080654999999999991 0.10167000000000002 0.008405000000000001 0.11694500000000001 0.10737500000000001 0.24813000000000004 0.10991500000000003 0.099975000000000008 -0.34918499999999997 0.090990000000000015 0.099360000000000018 0.086055000000000006 -0.092474999999999988 0.021890000000000003 -0.079379999999999992 -0.054984999999999992 -0.11173999999999999 0.22339500000000004 0.10246000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 4 -4 -3 6 7 8 -2 10 -10 -11 -13 -8 15 16 17 18 19 20 -15 22 23 -21 26 -24 27 -25 29 -28
right_child=1 2 3 -5 -6 -7 13 -9 9 11 -12 12 -14 14 -16 -17 -18 -19 -20 21 -22 -23 25 24 -26 -27 28 -29 -30 -31
leaf_value=-2.220438007517108e-06 -5.4032070662894212e-06 3.096400424900432e-06 8.8243193449670798e-06 -2.1799285431847065e-06 -4.3901383492084283e-06 -3.3481566666588541e-06 -4.4892085376583666e-06 6.1457455908216972e-06 -1.5390931596790499e-06 -1.3842785416500191e-05 1.7498825324082647e-05 1.5706526816625828e-07 6.1998587823283103e-06 -1.4211603011062835e-06 3.7151966151011744e-06 -4.9611396950520158e-06 -3.9425591662873352e-06 9.7288417118366154e-06 -4.2781577408277371e-06 4.3348823947571179e-06 1.132803278778738e-05 -4.0356054764093387e-06 3.4271002365520484e-06 -1.4569895760676289e-06 -6.97414506934172e-06 -1.2638018514926923e-06 -5.5096002379704713e-07 6.2447309186808301e-06 3.8875272821314867e-06 -8.4519883531894187e-06
leaf_weight=30 30 35 25 21 32 28 30 26 63 20 20 1648 23 25 36 26 36 23 25 26 20 35 70 23 33 38 608 24 20 22
leaf_count=30 30 35 25 21 32 28 30 26 63 20 20 1648 23 25 36 26 36 23 25 26 20 35 70 23 33 38 608 24 20 22
internal_value=0 2.15544e-08 1.263e-06 3.80064e-06 -4.7926e-07 -2.55522e-08 5.98439e-09 2.05077e-07 1.19458e-07 2.12851e-07 3.04836e-06 7.36751e-08 2.4024e-07 -3.19319e-07 -2.04552e-07 -3.38433e-07 -2.21516e-07 -8.64784e-08 -3.19453e-07 -2.14614e-07 4.24515e-06 -4.37851e-07 -2.92108e-07 -5.87638e-07 -7.6296e-07 1.7766e-06 -4.68887e-07 2.4758e-06 -6.81811e-07 -8.26869e-07
internal_weight=0 3091 113 46 67 2978 2950 1830 1804 1774 83 1691 1671 1120 1090 1054 1028 992 969 944 45 899 864 756 730 108 697 47 650 630
internal_count=3121 3091 113 46 67 2978 2950 1830 1804 1774 83 1691 1671 1120 1090 1054 1028 992 969 944 45 899 864 756 730 108 697 47 650 630
is_linear=0
shrinkage=0.1


Tree=6659
num_leaves=31
num_cat=0
split_feature=132 393 15 1186 400 12 133 133 399 2 45 1 1428 473 471 11 12 1426 11 156 1428 154 471 9 10 11 475 157 2 4
split_gain=1.62005e-08 8.66891e-08 5.89335e-08 1.40488e-08 1.5548e-08 2.32244e-08 2.97094e-08 2.01925e-08 1.77368e-08 1.38436e-08 1.31218e-08 1.44951e-07 2.29234e-08 3.36405e-08 1.68165e-08 1.68146e-08 8.28479e-08 4.84091e-08 4.71941e-08 1.76646e-08 2.48596e-08 1.77641e-08 2.12735e-08 1.68493e-08 5.72418e-08 6.09114e-08 1.3954e-08 1.95308e-08 1.0633e-07 1.61184e-07
threshold=-0.083174999999999985 0.12069000000000002 0.091475000000000015 1.0000000180025095e-35 0.10645500000000001 0.11527000000000001 -0.37971999999999995 -0.088234999999999994 0.087805000000000008 0.085235000000000019 0.084355000000000013 0.10684 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 0.090070000000000025 0.10149500000000002 -0.068029999999999993 0.10221500000000001 -0.14064999999999997 0.088190000000000004 0.085530000000000009 0.093985000000000013 0.092410000000000006 0.053330000000000009 -1.0000000180025095e-35 0.058495000000000012 -0.087424999999999989 0.087470000000000006 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 6 -1 -8 9 -9 12 -12 -2 -14 -15 17 -17 -16 -18 -19 21 22 23 24 25 -21 27 28 -27 -30
right_child=1 -3 -4 -5 -6 -7 7 8 -10 -11 11 -13 13 14 15 16 18 19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-2.8730646269242903e-06 -2.5926799567594789e-06 6.4647305624107727e-06 -4.9451842375939734e-06 -2.6202041269806658e-06 -2.499569376652744e-06 3.3931959352606144e-06 3.2234868758678209e-06 -3.2851576435177778e-06 1.811217907364456e-06 2.7713690731919395e-07 8.1881148662432686e-06 -2.8779947353408218e-06 4.1061869160330395e-06 -2.7635926802428336e-06 -4.325284257989691e-06 5.023827983071291e-06 -4.4532478919260638e-06 -2.8779171798088925e-06 1.8857912199683082e-06 5.2685324869178821e-06 3.4607880468770637e-06 -2.9624953322127112e-06 3.199142083162986e-06 2.2146183613024144e-06 -4.0424440781602498e-06 2.8046197460728741e-06 2.244206045900312e-06 1.6119838381933707e-08 8.9867775817478312e-09 -1.0597473376195842e-05
leaf_weight=29 34 21 30 21 20 23 25 20 30 24 20 29 20 22 26 36 24 21 23 22 21 20 21 34 35 37 27 2345 38 23
leaf_count=29 34 21 30 21 20 23 25 20 30 24 20 29 20 22 26 36 24 21 23 22 21 20 21 34 35 37 27 2345 38 23
internal_value=0 6.30513e-08 -8.2331e-07 -1.79267e-07 1.20498e-07 4.67526e-07 -5.81799e-08 7.66382e-07 -6.37207e-08 -1.34209e-06 1.634e-08 1.63878e-06 -1.17618e-08 1.9634e-08 -9.81863e-09 1.21876e-08 1.41389e-06 -3.1386e-08 -1.35116e-06 1.08384e-08 3.3966e-08 6.30915e-09 2.93053e-08 3.31289e-09 -2.64395e-08 2.9965e-08 -1.66943e-08 -4.16817e-08 -1.42479e-06 -3.99017e-06
internal_weight=0 2899 222 192 171 151 128 99 74 44 2878 49 2829 2795 2775 2753 83 2670 47 2644 2623 2602 2582 2561 2527 2492 2470 2443 98 61
internal_count=3121 2899 222 192 171 151 128 99 74 44 2878 49 2829 2795 2775 2753 83 2670 47 2644 2623 2602 2582 2561 2527 2492 2470 2443 98 61
is_linear=0
shrinkage=0.1


Tree=6660
num_leaves=31
num_cat=0
split_feature=453 1365 132 393 15 1186 1213 42 133 3 130 13 1208 1208 402 13 0 0 157 13 12 0 0 3 151 484 12 52 15 0
split_gain=1.36213e-08 1.67229e-08 1.30191e-08 7.02922e-08 4.80792e-08 4.68125e-08 2.47496e-08 1.45179e-08 2.17065e-08 2.84332e-08 2.64271e-08 1.62866e-08 1.2584e-08 2.04749e-08 1.52537e-08 1.70839e-08 6.24006e-08 4.40579e-08 1.31719e-07 1.1905e-07 1.0432e-07 3.89819e-08 7.12935e-08 4.55125e-08 3.01556e-08 3.96544e-08 1.22768e-07 2.86044e-08 3.37772e-08 3.39771e-08
threshold=0.10071000000000001 0.088010000000000019 -0.083174999999999985 0.12069000000000002 0.092400000000000024 0.049580000000000006 0.086260000000000017 -0.021469999999999996 -0.40071499999999999 -0.067429999999999976 0.086650000000000019 -0.015874999999999997 0.11531000000000001 0.10233500000000001 0.15960500000000002 0.10002500000000002 0.12358500000000001 0.10455500000000001 -0.04831499999999999 0.086705000000000018 0.099100000000000008 -0.094654999999999975 -0.084804999999999978 -0.11171999999999999 -0.079329999999999984 0.090535000000000018 0.11472500000000001 0.091275000000000009 -0.016799999999999995 -0.071924999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 5 6 7 8 9 -1 -10 -9 13 14 15 17 21 -4 -19 20 -20 23 -23 -17 -24 26 27 28 -26 -30
right_child=-2 -3 3 -5 -6 -7 -8 11 10 -11 -12 -13 -14 -15 -16 16 -18 18 19 -21 -22 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=-1.6952381524891859e-06 -2.5382602210638217e-06 2.6466193844498776e-06 4.9211279849935474e-08 5.8182614417373338e-06 -4.8720737452185864e-06 -4.6793954955622519e-06 3.300060176532801e-06 -2.3391879900762955e-07 -4.8083435380565635e-06 3.5144401772413401e-06 -3.0289169643538117e-07 3.2383052980962521e-06 -2.1372404368157226e-06 2.5470348440137517e-06 -2.0138548451713348e-06 -5.7596771966927924e-07 5.5626846105951702e-06 -9.0995890137232246e-06 -1.1275523580219931e-07 5.2992699693277247e-06 -8.2396775709980833e-06 -6.0013624033672395e-06 -2.9946166764800538e-06 5.8831186066754533e-06 4.2015768584583976e-06 -3.050624556116028e-06 8.5690353411596985e-06 -3.0598365934896388e-06 2.5167765602418515e-06 -3.0640547720395262e-06
leaf_weight=22 21 24 2368 21 25 21 24 35 23 20 30 22 27 32 37 20 25 21 56 27 22 20 23 24 23 21 21 22 20 24
leaf_count=22 21 24 2368 21 25 21 24 35 23 20 30 22 27 32 37 20 25 21 56 27 22 20 23 24 23 21 21 22 20 24
internal_value=0 1.71839e-08 -3.33187e-09 5.40464e-08 -7.40979e-07 -2.16728e-07 3.1575e-07 -1.55457e-07 -9.12475e-07 7.85561e-07 -2.25809e-06 1.10624e-06 1.13184e-08 3.19923e-08 2.97955e-09 3.0244e-08 8.30633e-07 -4.7741e-08 -1.86983e-06 -4.23875e-07 -2.40496e-06 2.87967e-07 -3.84475e-07 2.94717e-06 3.4499e-07 9.31334e-07 1.69153e-06 6.87425e-08 1.09604e-06 -5.27313e-07
internal_weight=0 3100 3076 2854 222 197 176 152 95 42 53 57 2833 2806 2774 2737 243 2494 126 105 78 218 174 44 154 131 110 89 67 44
internal_count=3121 3100 3076 2854 222 197 176 152 95 42 53 57 2833 2806 2774 2737 243 2494 126 105 78 218 174 44 154 131 110 89 67 44
is_linear=0
shrinkage=0.1


Tree=6661
num_leaves=31
num_cat=0
split_feature=16 16 42 402 151 457 42 52 2 1374 448 48 150 3 1213 1213 401 403 403 483 484 1 12 43 16 51 13 2 403 43
split_gain=1.25683e-08 5.91181e-08 1.69868e-07 8.13915e-08 4.31087e-08 4.97264e-08 4.84504e-08 4.63522e-08 9.25085e-08 5.1748e-08 4.26006e-08 8.28249e-08 4.43731e-08 3.79186e-08 4.20817e-08 3.566e-07 2.36575e-07 9.39616e-08 1.99645e-07 4.11111e-08 9.01005e-08 7.5997e-08 7.16606e-08 1.17622e-07 1.06235e-07 1.26447e-07 7.34414e-08 5.71538e-08 5.11689e-08 4.07584e-08
threshold=-0.083134999999999987 -0.082179999999999989 -0.088249999999999981 0.15960500000000002 0.084350000000000008 0.11612500000000002 0.083795000000000022 -0.080979999999999983 0.089125000000000024 0.093235000000000012 -0.069634999999999989 -0.072824999999999987 0.10479000000000001 -0.16726499999999997 -0.084619999999999987 -0.088064999999999991 0.10718500000000002 -0.0047449999999999992 0.064330000000000012 0.098395000000000024 0.10126500000000001 0.14089500000000002 0.084290000000000018 -0.084154999999999994 -0.25582999999999995 0.090230000000000019 0.23074000000000003 0.10252500000000002 0.089965000000000017 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 7 -6 8 -1 10 -9 -12 13 -13 15 17 19 -15 -19 20 21 22 23 -16 27 -26 28 -25 -24 -30
right_child=1 3 -4 -5 6 -7 -8 9 -10 -11 11 12 -14 14 16 -17 -18 18 -20 -21 -22 -23 26 24 25 -27 -28 -29 29 -31
leaf_value=-1.2590082026993818e-06 -2.5224852862493209e-06 1.3066091760812788e-07 9.1442418666841914e-06 -5.9861035920634594e-06 -6.5052582652677546e-06 4.3547509335439832e-06 2.2456721580965679e-07 3.7166830653544683e-06 7.9496551188640298e-06 -4.9770660818163986e-06 -6.4503527395035322e-06 3.7555405707611166e-06 4.4170831461087803e-06 3.4819696509202917e-06 3.6437138901576342e-06 1.3492693153125403e-05 -1.0104383087668094e-05 -1.1263799888183713e-05 2.2707296638886705e-07 3.6734829715593757e-06 -6.8340263314067588e-06 3.6875786298134535e-06 -2.7091504151144363e-08 5.8563114925775273e-07 -1.091232043108903e-05 -1.3102067337437499e-06 -5.5459557271123318e-06 -4.0827963714392634e-06 6.015882041133914e-06 3.5210182337171626e-07
leaf_weight=24 24 1944 26 22 23 24 20 26 20 24 22 22 20 32 29 20 26 21 54 24 22 44 372 61 32 24 22 46 27 24
leaf_count=24 24 1944 26 22 23 24 20 26 20 24 22 22 20 32 29 20 26 21 54 24 22 44 372 61 32 24 22 46 27 24
internal_value=0 1.48572e-07 3.54421e-06 6.22129e-08 -2.71051e-07 -1.45369e-07 -3.37511e-06 -2.49418e-07 2.92675e-06 -3.90013e-07 -2.76519e-07 -3.86501e-07 -2.41811e-07 -3.45112e-07 -4.47628e-07 1.23621e-06 -7.31623e-07 -1.05472e-06 -2.99037e-06 -3.96421e-07 -5.35365e-07 -3.31884e-07 -6.09523e-07 -2.22425e-06 -3.26825e-06 -6.79713e-06 8.7169e-08 -1.42136e-06 3.80145e-07 3.35057e-06
internal_weight=0 2016 50 1966 1105 1062 43 1038 44 994 970 944 922 902 880 127 753 107 75 727 703 681 637 192 163 56 445 107 423 51
internal_count=3121 2016 50 1966 1105 1062 43 1038 44 994 970 944 922 902 880 127 753 107 75 727 703 681 637 192 163 56 445 107 423 51
is_linear=0
shrinkage=0.1


Tree=6662
num_leaves=31
num_cat=0
split_feature=402 1212 401 132 393 15 1186 1213 131 1200 1208 1208 1209 1212 1212 1213 3 12 1212 402 402 391 401 133 42 133 0 4 1184 48
split_gain=1.47763e-08 3.42726e-08 2.22956e-08 1.39396e-08 6.02575e-08 4.73584e-08 3.69993e-08 2.17522e-08 1.51678e-08 2.39786e-08 1.6267e-08 1.89309e-08 2.1606e-08 1.75732e-08 1.52619e-07 9.3997e-08 2.16132e-08 2.97937e-08 2.09963e-08 1.99855e-08 3.07172e-08 5.99096e-08 3.84321e-08 3.43632e-08 3.10945e-08 2.83698e-08 5.81241e-08 2.40179e-08 2.02532e-08 1.75485e-08
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.083174999999999985 0.12069000000000002 0.092400000000000024 0.049580000000000006 0.086260000000000017 0.13834500000000002 0.092250000000000013 0.11332500000000002 0.10233500000000001 -0.090519999999999975 -0.089544999999999986 -0.073259999999999978 -0.085714999999999986 -0.081459999999999991 0.089735000000000023 -0.009474999999999999 0.11174500000000002 0.10668000000000001 -0.087114999999999984 0.094270000000000007 -0.46007999999999999 -0.050249999999999996 -0.14868999999999996 -0.085134999999999975 0.0061450000000000003 0.084515000000000021 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 6 7 -1 9 10 11 12 -5 15 -15 16 -14 -18 -16 20 21 -20 23 24 -23 26 27 -25 29 -27
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 13 14 18 -17 17 -19 19 -21 -22 22 -24 25 -26 28 -28 -29 -30 -31
leaf_value=-2.5929290825388309e-07 2.6436658702420704e-06 -4.0440416187591056e-06 3.0455710278450472e-06 -2.8076522101872361e-06 5.3815904601876923e-06 -5.1849957220507685e-06 -4.2556045243491972e-06 2.9831679986121649e-06 2.6824657132757632e-06 -3.4652848461291801e-06 -2.4328558369975159e-06 2.6206388810123826e-06 -2.6209918603164063e-06 -7.2281537117744634e-06 2.4003228567811389e-06 6.5035751644105552e-06 3.7343674557632766e-06 -1.5430004089506362e-06 -5.416586056981032e-06 -2.3072174801402276e-06 3.9691589434198707e-06 5.5569956051234241e-06 4.4444844651536647e-06 2.2785708721310511e-06 5.7328220427441402e-07 2.1692356383613242e-07 -5.9855672219555348e-06 -2.1952370966952612e-06 -3.1201117371892908e-06 -4.6799010808670369e-07
leaf_weight=150 21 21 24 27 21 22 21 24 21 20 27 28 29 29 38 26 20 23 20 36 20 21 20 24 31 1818 24 24 20 471
leaf_count=150 21 21 24 27 21 22 21 24 21 20 27 28 29 29 38 26 20 23 20 36 20 21 20 24 31 1818 24 24 20 471
internal_value=0 -1.79119e-08 9.54791e-09 -1.4303e-08 4.47639e-08 -7.868e-07 -2.90593e-07 1.87943e-07 4.97921e-09 -1.51307e-08 9.72635e-09 3.37168e-08 7.0965e-09 3.53067e-08 -1.43168e-08 1.34982e-06 -5.11256e-07 9.11589e-07 6.71796e-08 3.21225e-08 6.59036e-08 3.43366e-08 7.87795e-08 4.28921e-08 2.58594e-06 -1.26468e-08 -1.96741e-06 4.16669e-08 4.83073e-08 7.59911e-08
internal_weight=0 3100 3079 3055 2838 217 195 174 2817 2796 2776 2749 2721 2694 2596 98 72 43 2567 2529 2493 2473 2453 2433 52 2381 72 48 2309 2289
internal_count=3121 3100 3079 3055 2838 217 195 174 2817 2796 2776 2749 2721 2694 2596 98 72 43 2567 2529 2493 2473 2453 2433 52 2381 72 48 2309 2289
is_linear=0
shrinkage=0.1


Tree=6663
num_leaves=31
num_cat=0
split_feature=1209 43 132 1186 1185 15 401 1212 1212 401 42 401 1212 481 2 159 481 0 1209 401 391 128 2 2 43 151 1371 1374 1 481
split_gain=1.62551e-08 1.05323e-07 1.54232e-08 3.24232e-07 2.1476e-07 3.49583e-08 1.63344e-08 1.91912e-08 1.18238e-07 1.0713e-07 2.34071e-08 2.30255e-08 2.10332e-08 2.10445e-08 1.30087e-07 2.92656e-07 4.88208e-08 3.80388e-08 2.01972e-08 1.68367e-08 4.79267e-08 1.94284e-08 2.01094e-08 9.30264e-08 1.74071e-07 1.01963e-07 5.57619e-08 6.58882e-08 2.4543e-07 5.53418e-08
threshold=-0.087199999999999986 -0.0047449999999999992 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 0.13274500000000003 -0.089544999999999986 -0.073259999999999978 0.11336 -0.010544999999999997 1.0000000180025095e-35 -0.009474999999999999 -0.087424999999999989 0.092875000000000013 -0.085179999999999992 -0.085894999999999985 -0.082844999999999988 -0.076689999999999994 0.10632500000000002 -0.087114999999999984 0.11876500000000001 0.087470000000000006 0.087015000000000023 -0.082689999999999986 -0.15130499999999997 0.084775000000000017 0.086765000000000023 0.089105000000000018 0.056315000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -2 7 9 -9 10 -6 -12 -10 14 15 -14 -15 -17 -18 20 -20 22 23 25 -25 -22 27 -24 -29 -27
right_child=2 -3 4 -5 6 -7 -8 8 12 -11 11 -13 13 16 -16 17 18 -19 19 -21 21 -23 26 24 -26 29 -28 28 -30 -31
leaf_value=-1.9321793264349583e-06 -1.5482071851925697e-10 6.8830794233413744e-06 -9.9350095297268126e-06 1.229185658592707e-05 -3.305443344743253e-06 -4.0021260538196659e-06 -2.2992368764290962e-06 -7.1795559091222699e-06 2.3264473127663878e-06 7.7096343071995473e-06 2.7642682130977778e-06 -1.3656153745008245e-06 -1.378246330773436e-05 4.9642959675111348e-06 5.3554394112738512e-06 -1.6837711194278421e-06 -3.084264539038053e-06 3.644876679096515e-06 -4.8749274765214071e-06 2.309037306957862e-06 -6.5867184810547941e-06 3.0688499959653981e-06 -2.6977943292545536e-07 -6.5679866010112982e-07 1.1482479617154155e-05 1.8367783132458785e-07 -5.2219354823922581e-06 1.1438623559591916e-05 -3.6752830148791624e-06 5.3765690002668032e-06
leaf_weight=33 172 23 22 22 20 25 31 23 39 21 27 27 20 20 22 37 21 21 20 32 22 21 1363 27 21 903 22 21 22 21
leaf_count=33 172 23 22 22 20 25 31 23 39 21 27 27 20 20 22 37 21 21 20 32 22 21 1363 27 21 903 22 21 22 21
internal_value=0 1.68837e-06 -3.08509e-08 7.77813e-07 -9.30777e-08 -5.08019e-07 -1.64054e-08 8.93216e-09 -4.02556e-08 1.40586e-06 -3.83044e-07 6.99326e-07 2.11291e-08 -1.29785e-08 -1.43587e-06 -3.35136e-06 4.31291e-08 2.45567e-07 4.01017e-09 3.00037e-08 3.9381e-10 4.03064e-08 1.40473e-08 3.59416e-07 4.65414e-06 1.41502e-07 -2.26356e-07 -1.4819e-07 3.70593e-06 3.01698e-07
internal_weight=0 56 3065 219 2846 197 2824 2793 2698 95 74 54 2675 2636 100 78 2536 58 2516 2495 2463 2443 2422 994 48 946 1428 1406 43 924
internal_count=3121 56 3065 219 2846 197 2824 2793 2698 95 74 54 2675 2636 100 78 2536 58 2516 2495 2463 2443 2422 994 48 946 1428 1406 43 924
is_linear=0
shrinkage=0.1


Tree=6664
num_leaves=31
num_cat=0
split_feature=481 42 481 484 16 481 160 481 1419 1419 157 1455 158 51 0 474 471 475 475 156 1372 12 156 1429 475 481 42 480 479 4
split_gain=1.4913e-08 6.75819e-08 2.05615e-08 1.22488e-07 8.8431e-08 1.48721e-08 5.75014e-08 2.33929e-08 2.5707e-08 5.02519e-08 6.27754e-08 1.76441e-08 1.95749e-08 2.43382e-08 4.11337e-08 2.83711e-08 3.44364e-08 2.4823e-08 4.46024e-08 5.73406e-08 4.61096e-08 2.73307e-08 1.83322e-08 1.82991e-08 9.36904e-08 1.65219e-08 4.12702e-08 3.666e-08 2.83104e-08 2.64038e-08
threshold=-0.16223499999999996 0.089905000000000013 -0.086484999999999992 -0.081614999999999979 -0.010264999999999998 -0.08347499999999998 -0.025879999999999997 -0.081334999999999977 0.087255000000000013 0.089680000000000024 -0.06482499999999998 -0.24112999999999998 0.12212000000000002 -0.43587999999999999 -0.069824999999999984 -0.26322499999999993 -1.0000000180025095e-35 -0.10664 -0.086424999999999988 0.087610000000000007 -0.097369999999999984 0.08815000000000002 0.12734000000000004 -0.060529999999999994 0.016915000000000003 -0.00058999999999999992 0.086555000000000007 -0.079679999999999987 0.11361000000000002 -0.049534999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -4 -7 11 -10 -11 -9 13 14 -13 -15 -17 21 19 -19 -20 -18 23 24 -22 26 27 -25 -27 -28
right_child=2 -3 5 -5 -6 7 -8 8 9 10 -12 12 -14 15 -16 16 17 18 20 -21 22 -23 -24 25 -26 28 29 -29 -30 -31
leaf_value=1.847440728397487e-06 3.1200202725072076e-06 -6.1007913427602038e-06 2.0604099830734413e-06 8.1359626165067311e-06 -5.0509148300429497e-06 3.0580967268178939e-06 -5.2711155972148219e-06 2.7334176948556888e-06 -6.1380141232803002e-06 3.9931596975726459e-06 -3.0431982253276147e-06 -4.1303431037074638e-07 -1.8576066163818311e-06 -3.5683013149681842e-06 5.4621525671130014e-06 4.1714832150319124e-06 -5.0798852612388151e-06 5.651047883605186e-10 -4.7959804464881018e-06 6.8227830607528718e-06 5.8097626525263229e-06 1.4799405903431762e-07 -2.7267994388087875e-06 -4.1507484661451596e-06 -2.8039370279301418e-06 -1.0924152117909687e-08 7.3705684553715404e-07 1.3069322335468314e-06 -3.7890287194386476e-06 5.1373761349774821e-06
leaf_weight=23 27 20 20 21 26 25 23 24 20 21 32 26 55 22 22 20 20 28 20 22 28 20 24 20 23 2382 25 32 20 30
leaf_count=23 27 20 20 21 26 25 23 24 20 21 32 26 55 22 22 20 20 28 20 22 28 20 24 20 23 2382 25 32 20 30
internal_value=0 -1.84941e-06 2.58453e-08 1.67259e-06 -8.88363e-07 -1.47205e-08 -1.8611e-06 1.20929e-08 -1.38437e-08 -1.86694e-06 -2.55207e-07 3.34059e-08 1.05808e-08 4.74883e-08 2.27976e-06 8.32563e-09 3.73182e-08 6.62654e-09 4.38921e-08 3.00234e-06 -1.29137e-08 -2.46595e-06 2.41069e-08 4.98967e-08 1.92515e-06 1.17787e-08 1.22761e-06 -7.92176e-07 -4.23821e-08 3.13723e-06
internal_weight=0 43 3078 74 53 3004 43 2961 2936 73 53 2863 2839 2784 48 2736 2714 2694 2654 50 2604 40 2584 2560 51 2509 107 52 2402 55
internal_count=3121 43 3078 74 53 3004 43 2961 2936 73 53 2863 2839 2784 48 2736 2714 2694 2654 50 2604 40 2584 2560 51 2509 107 52 2402 55
is_linear=0
shrinkage=0.1


Tree=6665
num_leaves=31
num_cat=0
split_feature=1209 130 40 12 142 11 4 45 1428 473 104 33 483 158 42 12 131 158 52 2 2 12 400 132 1 399 3 398 47 47
split_gain=1.37359e-08 1.26626e-08 2.87948e-08 1.82977e-08 5.34414e-08 2.85627e-08 2.39674e-08 1.78585e-08 2.2684e-08 2.91154e-08 2.15821e-08 2.06153e-08 1.71355e-08 2.45148e-08 2.1302e-08 2.00251e-08 3.91338e-08 3.05539e-08 2.85575e-08 6.50899e-08 4.39855e-08 2.58292e-08 2.64789e-08 4.2545e-08 5.25013e-07 2.25518e-07 1.22858e-07 2.75287e-08 2.40347e-08 2.33037e-08
threshold=-0.14444499999999996 -0.23647499999999996 -0.16692999999999997 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 0.022185000000000003 0.084355000000000013 -0.071779999999999997 -0.072684999999999986 0.079665000000000014 -0.0066799999999999993 -0.47181499999999993 0.12212000000000002 0.093505000000000019 0.11351500000000002 -0.13752999999999996 0.11651000000000002 0.10263500000000002 0.10527500000000002 0.090675000000000019 0.110195 1.0000000180025095e-35 -0.083284999999999984 0.089475000000000013 0.091580000000000009 -0.083489999999999995 0.09993500000000001 0.13283000000000003 0.11939500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -5 8 -7 -10 11 -11 -13 15 -15 16 -14 21 19 20 -17 22 23 24 26 28 -18 -24 29 -25
right_child=1 2 3 6 5 7 -8 -9 9 10 -12 12 13 14 -16 18 17 -19 -20 -21 -22 -23 27 25 -26 -27 -28 -29 -30 -31
leaf_value=2.6122727422261963e-06 -2.5249274608540873e-06 2.937502595710667e-06 4.8025941989339045e-06 -1.99222838947368e-07 -3.6261751494686744e-06 -2.6076601537116566e-06 -4.4959981832583989e-06 1.9899899693985971e-06 3.7927059725006983e-06 2.5548774669547833e-06 -2.9040557496255831e-06 2.3799733757469172e-06 4.4297510544311076e-06 -2.6612936250915355e-07 -4.8262609607263592e-06 -1.8130878743249924e-08 6.7237037136970288e-07 3.618093480485107e-06 -4.8263067310472261e-06 3.5494960732194164e-06 -6.3099488806983581e-06 2.9779421522237373e-06 -4.1566686689975539e-06 -3.3325585314552812e-08 1.6568887087800021e-05 -1.0689587015804137e-05 -8.0205842528985596e-06 9.719969535455738e-08 -2.9384750340406235e-06 2.3719177872363818e-06
leaf_weight=20 20 33 23 34 22 34 21 44 20 31 26 29 20 21 20 25 72 23 20 25 20 28 32 2299 20 20 21 29 28 41
leaf_count=20 20 33 23 34 22 34 21 44 20 31 26 29 20 21 20 25 72 23 20 25 20 28 32 2299 20 20 21 29 28 41
internal_value=0 -1.68443e-08 -5.63354e-10 -3.23731e-08 8.40715e-10 -3.63446e-08 -1.83981e-06 -9.5548e-09 -3.98509e-08 -9.43089e-09 -3.61126e-08 -9.70798e-09 -3.81728e-08 -6.35441e-08 -2.49058e-06 -2.70003e-08 2.31368e-08 -1.05916e-08 -1.49379e-06 -5.41641e-07 -2.81449e-06 -4.28155e-08 -7.58292e-08 -2.56217e-08 1.87041e-06 -1.15342e-07 -1.29055e-06 -2.13434e-06 -2.60322e-08 8.81757e-09
internal_weight=0 3101 3081 3048 2993 2970 55 2948 2904 2870 2850 2824 2793 2764 41 2723 2633 2613 90 70 45 2590 2562 2501 113 2388 93 61 2368 2340
internal_count=3121 3101 3081 3048 2993 2970 55 2948 2904 2870 2850 2824 2793 2764 41 2723 2633 2613 90 70 45 2590 2562 2501 113 2388 93 61 2368 2340
is_linear=0
shrinkage=0.1


Tree=6666
num_leaves=31
num_cat=0
split_feature=12 130 15 131 123 1 2 159 43 34 1 9 2 9 3 0 129 42 13 12 157 1 0 52 13 0 0 12 16 45
split_gain=1.42116e-08 2.41202e-08 1.40301e-08 4.04264e-08 5.01153e-08 6.07518e-08 2.65408e-08 3.01324e-08 2.97308e-08 2.14218e-08 8.74734e-08 7.53745e-08 5.01575e-08 2.28122e-08 1.82611e-08 7.15743e-08 4.07929e-08 3.82076e-08 5.57088e-08 6.54528e-08 6.39041e-08 1.22737e-07 6.32275e-08 5.43475e-08 5.88677e-08 5.94457e-08 7.02887e-08 3.52709e-08 3.49024e-08 3.3909e-08
threshold=0.23631000000000002 -0.22461999999999996 -0.42198999999999992 0.09172000000000001 0.090420000000000014 0.13686500000000004 0.12669500000000003 0.10203000000000001 -1.0000000180025095e-35 -0.057544999999999992 0.099400000000000002 0.091600000000000015 -1.0000000180025095e-35 -0.08477999999999998 -0.096544999999999978 0.10455500000000001 0.085790000000000019 -0.10271999999999999 0.10002500000000002 0.098330000000000015 -0.04831499999999999 0.086105000000000015 -0.059114999999999994 -0.55692499999999978 0.056795000000000005 -0.082724999999999979 0.0059850000000000016 -0.16511999999999996 -1.0000000180025095e-35 0.094030000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3 10 -4 12 -11 -12 16 27 17 -14 20 28 21 -19 -21 -22 25 -25 -27 -16 -20 -29
right_child=-2 2 9 -5 -6 -7 -8 -9 -10 11 13 -13 14 -15 15 -17 -18 18 19 22 23 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=2.9942068404462016e-06 -2.476581702783575e-06 -4.4529220986078149e-08 7.1918531820832264e-06 -4.218750395542278e-06 4.095759772613035e-06 -5.3887284702796021e-06 -2.8273121563910061e-06 -1.3146783949709531e-06 5.2272627212717101e-06 3.7594517657958527e-06 1.268004255571713e-06 -5.2581423224856503e-06 -2.2154265495216284e-06 -2.88915724075361e-06 3.9416781253914292e-06 -4.9593322940684933e-06 3.781358228061927e-06 1.4947917316969021e-06 2.7193643713222369e-06 1.9353080634097014e-06 5.6328840219066482e-06 -8.8458990004172942e-06 9.791648103600892e-06 -7.755367335713472e-07 -3.671560206054313e-06 6.4956110653232218e-06 -3.84245504392311e-07 -4.2749238825260664e-08 -2.6032133353675654e-06 -3.9018684049096922e-06
leaf_weight=27 23 20 21 30 23 25 23 31 23 36 33 27 52 22 22 30 37 24 28 21 20 22 20 79 33 33 27 2264 22 23
leaf_count=27 23 20 21 30 23 25 23 31 23 36 33 27 52 22 22 30 37 24 28 21 20 22 20 79 33 33 27 2264 22 23
internal_value=0 1.83792e-08 -7.78402e-09 -8.77286e-07 -1.85948e-07 -9.93155e-07 1.39724e-07 1.06191e-06 2.77527e-06 4.47584e-08 1.70147e-06 1.09463e-10 5.09411e-08 -3.9486e-07 2.5166e-09 -1.06281e-07 6.11312e-07 3.0346e-07 7.01582e-07 2.806e-06 -1.03048e-07 -3.45076e-06 5.76767e-06 6.99007e-07 1.253e-07 1.02671e-06 3.39968e-06 -4.32266e-08 3.7743e-07 -8.15598e-08
internal_weight=0 3098 3071 175 145 122 97 74 43 2896 76 2820 2793 55 2757 2339 418 381 329 91 238 46 41 192 172 139 60 2309 50 2287
internal_count=3121 3098 3071 175 145 122 97 74 43 2896 76 2820 2793 55 2757 2339 418 381 329 91 238 46 41 192 172 139 60 2309 50 2287
is_linear=0
shrinkage=0.1


Tree=6667
num_leaves=31
num_cat=0
split_feature=130 12 1 1 1 1 1 1 9 160 160 457 456 160 160 3 150 3 0 1447 132 15 393 2 1210 1 16 1456 158 131
split_gain=1.30324e-08 2.74998e-08 1.30658e-08 2.50705e-07 2.51912e-07 2.15254e-07 1.01114e-07 8.43614e-08 6.16071e-08 4.1719e-08 6.77305e-08 3.79247e-08 3.97739e-08 7.48787e-08 1.74108e-07 9.01671e-08 4.40341e-08 1.54887e-07 9.20012e-08 3.6835e-08 3.30829e-08 4.12706e-07 3.07633e-07 3.93729e-08 3.21073e-08 6.29482e-08 1.68784e-07 3.04358e-08 4.75152e-08 4.74812e-08
threshold=-0.23647499999999996 0.23631000000000002 0.092845000000000025 0.09202500000000001 0.091535000000000019 0.093400000000000025 0.094090000000000021 0.094715000000000008 0.081890000000000004 0.11205000000000002 0.10580000000000002 -0.10142499999999997 -0.085409999999999986 -0.55248999999999981 -0.54512499999999997 -0.087044999999999983 0.10699000000000002 -0.086224999999999982 -0.23001499999999997 0.0030850000000000005 -0.083284999999999984 0.091915000000000011 0.11213000000000002 0.084145000000000011 -0.42132499999999995 0.090405000000000013 -0.07550999999999998 -0.079429999999999987 0.107145 0.11767000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -4 -7 -8 11 10 27 -2 -13 15 -15 -14 18 -18 -16 20 21 23 24 -20 -22 -26 -27 -9 29 -29
right_child=1 -3 5 -5 -6 6 7 9 -10 -11 -12 12 13 14 16 -17 17 -19 19 -21 22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-2.5445012897762357e-06 -3.4656804776507978e-06 3.5393582038523164e-06 -9.6637862194863085e-06 9.0583958511512816e-06 -1.0187217272535539e-05 6.3335345250455553e-06 -6.0922689082569072e-06 -3.3854093595032786e-06 5.6408199498036993e-06 3.3510329451340059e-06 -5.8298528442503003e-06 4.1628212292366127e-06 6.4373271356998885e-07 9.2127764262494613e-06 5.4460587151083928e-06 -8.7381814747037166e-06 2.7572654930323058e-06 -9.2493393562368259e-06 -3.4830894388836563e-06 -3.2732602042442802e-06 4.002100112778689e-06 1.4214460944375871e-05 -1.1788493280433118e-05 4.0692900341578872e-07 1.8151172363159241e-07 -8.4005814407082018e-06 3.2149912967001501e-06 -2.2404991114035078e-07 4.8412973819722543e-06 4.3855983597535193e-06
leaf_weight=20 30 22 24 31 24 24 24 27 20 34 21 24 20 21 32 21 22 21 33 33 21 22 22 123 1526 29 22 785 20 23
leaf_count=20 30 22 24 31 24 24 24 27 20 34 21 24 20 21 32 21 22 21 33 33 21 22 22 123 1526 29 22 785 20 23
internal_value=0 1.64013e-08 -8.77082e-09 1.32197e-07 -1.73902e-09 -3.09799e-07 -7.54613e-08 -2.40146e-07 1.17973e-07 -8.58047e-08 -2.19198e-07 6.33452e-08 1.16493e-07 6.71477e-08 1.57122e-07 -4.16164e-06 5.73481e-08 -3.10643e-06 1.30371e-07 3.74702e-08 9.82345e-08 1.39229e-06 -4.39524e-08 -4.1596e-07 1.17737e-07 6.60113e-08 -3.38994e-06 -8.13924e-08 2.63473e-08 -9.28347e-08
internal_weight=0 3101 3079 2097 2066 982 958 934 2042 910 876 2022 1992 1968 1927 41 1906 43 1863 1831 1798 178 1620 156 1598 1577 51 855 828 808
internal_count=3121 3101 3079 2097 2066 982 958 934 2042 910 876 2022 1992 1968 1927 41 1906 43 1863 1831 1798 178 1620 156 1598 1577 51 855 828 808
is_linear=0
shrinkage=0.1


Tree=6668
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 4 1186 394 1 1 0 15 1 376 45 1184 39 9 33 43 2 2 2 160 2 2 1208 0 4 1 13
split_gain=1.63937e-08 8.81351e-08 4.29193e-08 1.53462e-08 2.68135e-08 1.42257e-08 1.86699e-08 1.29681e-08 8.23119e-08 4.18794e-08 5.90599e-08 2.76175e-08 2.56084e-08 2.80257e-08 2.60655e-08 2.67303e-08 8.28588e-08 4.79314e-08 2.27144e-08 2.06943e-08 2.38706e-07 1.51886e-07 1.3943e-07 7.76636e-08 4.42857e-08 1.14261e-07 9.2128e-08 4.3679e-08 1.16042e-07 2.00872e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.23631000000000002 0.63113500000000011 -0.010834999999999999 -0.079949999999999979 0.13534000000000004 0.13756000000000004 -0.09515499999999999 -0.41942499999999994 0.13408500000000004 0.088720000000000007 0.094030000000000016 0.088135000000000019 -1.0000000180025095e-35 0.092235000000000011 -0.0066799999999999993 -0.063379999999999978 0.09678500000000001 0.097385000000000013 0.095195000000000016 -0.069549999999999987 0.098630000000000009 0.094095000000000012 0.11332500000000002 -0.078904999999999989 0.0049200000000000008 0.094220000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 7 -1 -7 11 -9 -10 -11 12 13 14 15 -3 17 -17 -12 21 -21 24 -23 -22 25 27 -26 -19 29 -29
right_child=1 3 -4 -5 -6 6 -8 8 9 10 18 -13 -14 -15 -16 16 -18 19 -20 20 23 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=1.7850465074583815e-06 6.5182680698074232e-06 3.1386854704484499e-06 -4.4881328774083944e-06 -2.5564073613074235e-06 3.3654659735778602e-06 -3.4383719751184843e-06 -2.4807447076113929e-07 -5.3048718865339303e-06 3.5730440989330725e-06 -4.4358070985301055e-06 -1.4760067816019902e-06 3.7612338337567057e-06 -3.0917216498402504e-06 -3.5765028596437157e-06 -3.4176243161709865e-06 4.4157445560043785e-06 -5.4249232915834814e-06 -1.2711061140359812e-07 2.6840702685149156e-06 1.0572310162862541e-05 -4.116776495977366e-06 1.1566445315882289e-06 -8.7081275643485195e-06 4.7244013497534655e-07 -9.2742164520916119e-07 -7.5151236660531144e-06 7.3562652996770349e-06 1.1087957221789429e-06 -1.3447462099323423e-06 9.9682935025625894e-06
leaf_weight=28 21 29 28 23 24 21 145 33 30 29 21 20 26 21 21 26 27 1394 35 23 39 23 38 677 29 20 25 114 98 33
leaf_count=28 21 29 28 23 24 21 145 33 30 29 21 20 26 21 21 26 27 1394 35 23 39 23 38 677 29 20 25 114 98 33
internal_value=0 6.34185e-08 -8.28212e-07 1.63192e-08 3.70452e-08 -2.99976e-07 -6.51666e-07 8.82827e-09 -9.02443e-07 3.60863e-07 -7.72848e-07 5.90959e-08 3.12917e-08 6.20836e-08 9.12924e-08 1.19688e-07 8.55687e-08 1.44168e-07 1.12404e-06 9.99733e-08 5.44588e-07 -8.52413e-08 -4.98862e-06 2.22469e-07 8.93684e-08 -2.36492e-09 2.90762e-06 8.931e-08 1.3207e-06 3.09766e-06
internal_weight=0 2899 222 2878 2855 194 166 2831 148 115 85 2683 2663 2637 2616 2595 2566 2539 56 2513 739 1774 61 716 1713 1659 54 1639 245 147
internal_count=3121 2899 222 2878 2855 194 166 2831 148 115 85 2683 2663 2637 2616 2595 2566 2539 56 2513 739 1774 61 716 1713 1659 54 1639 245 147
is_linear=0
shrinkage=0.1


Tree=6669
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 2 1212 1212 1210 133 42 0 43 132 132 43 43 3 394 1447 2 402 481 34 9 2 10 2 2 12 3 2
split_gain=1.49575e-08 4.43824e-08 2.73856e-08 1.0946e-07 1.83943e-08 4.1211e-08 1.39727e-07 1.2145e-07 2.50885e-08 2.46095e-08 1.54585e-08 2.37125e-07 4.42311e-07 1.97894e-07 9.93033e-08 2.93071e-07 5.58901e-08 4.55326e-08 1.98088e-07 1.11521e-07 7.00457e-08 4.54261e-08 4.51716e-08 9.7034e-08 7.52894e-08 3.84207e-08 1.46352e-07 2.91487e-07 1.39098e-07 6.83149e-08
threshold=0.11846000000000001 0.10683000000000002 -0.087714999999999987 0.084715000000000013 -0.41556999999999994 -0.089544999999999986 -0.21410999999999997 -0.062749999999999986 0.09112000000000002 -0.086729999999999988 -0.011694999999999999 -0.083284999999999984 -0.029554999999999994 -0.010344999999999998 -0.014584999999999999 -0.087429999999999994 0.055520000000000007 -0.086279999999999982 0.086285000000000014 0.10874500000000002 -0.081334999999999977 -0.057544999999999992 0.091600000000000015 -1.0000000180025095e-35 0.094860000000000014 0.097605000000000011 0.093175000000000022 0.096990000000000007 -0.073884999999999992 0.10613000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 7 -7 9 -4 -6 11 -8 -13 -12 17 -16 21 18 -14 -19 -20 -15 23 -23 -24 26 -25 28 -28 -27
right_child=-2 -3 4 -5 5 6 10 -9 -10 -11 13 12 14 16 15 -17 -18 19 20 -21 -22 22 24 25 -26 29 27 -29 -30 -31
leaf_value=-1.908500784069205e-06 2.3885188870036262e-06 -4.3965032101250074e-06 1.7918689286489098e-07 7.5938613959310307e-06 1.4862204482805434e-06 -7.650664614781515e-06 7.9194912697671371e-06 7.9917413020211819e-06 -4.451063703020902e-06 -3.2012940989391483e-06 -8.8841027438600303e-06 -1.4750557011211641e-05 -9.1980167865215296e-06 4.3282218174764155e-06 -4.8057087821819421e-06 1.0306109848126213e-05 4.1947309921397397e-06 7.0985857546084929e-08 5.4892204240747128e-06 6.6809363829634101e-06 -2.0867483586838577e-06 6.2872672782285253e-06 -7.8996632021244301e-06 -2.5892865830870513e-07 7.7728566203916218e-07 2.3611139023715925e-06 5.5166648235172043e-06 -1.4978319669689016e-05 -5.4024290323338525e-06 -2.9555278433389865e-07
leaf_weight=27 26 23 25 22 24 24 39 25 22 21 26 20 27 22 21 33 30 1396 23 26 26 23 20 536 20 128 20 21 28 397
leaf_count=27 26 23 25 22 24 24 39 25 22 21 26 20 27 22 21 33 30 1396 23 26 26 23 20 536 20 128 20 21 28 397
internal_value=0 -2.00543e-08 1.27121e-08 2.35787e-06 -2.53006e-08 5.69889e-09 -5.20564e-08 2.40337e-06 -1.98816e-06 -7.01286e-07 1.12214e-08 2.16935e-07 2.58406e-08 -2.49521e-07 2.16258e-07 4.42929e-06 -6.92005e-08 6.43864e-08 -2.32039e-06 1.91843e-07 1.46932e-06 -1.74483e-07 -2.57517e-07 -1.42905e-07 -3.56119e-06 -2.73785e-07 -8.16967e-07 -5.15188e-06 -8.52807e-07 3.52168e-07
internal_weight=0 3095 3072 49 3023 2976 2906 70 47 45 2882 1611 1572 1271 1552 54 1245 1498 76 1422 49 1215 1193 1153 40 1130 605 69 48 525
internal_count=3121 3095 3072 49 3023 2976 2906 70 47 45 2882 1611 1572 1271 1552 54 1245 1498 76 1422 49 1215 1193 1153 40 1130 605 69 48 525
is_linear=0
shrinkage=0.1


Tree=6670
num_leaves=31
num_cat=0
split_feature=132 132 15 1186 1213 4 1 16 52 9 10 43 12 11 45 1428 475 475 1447 1456 0 1447 403 1208 1208 403 1210 1210 15 474
split_gain=1.74629e-08 7.90684e-08 3.80204e-08 4.19076e-08 1.83009e-08 1.99885e-08 1.62213e-08 1.62227e-08 3.42751e-08 1.60989e-08 4.55125e-08 5.23117e-08 3.27656e-08 3.05828e-08 1.49687e-08 2.13528e-08 5.20973e-08 2.85225e-08 1.67832e-08 6.81526e-08 4.62465e-08 2.93931e-08 3.84919e-08 2.06891e-08 7.81688e-08 3.38442e-08 2.01973e-08 1.8867e-08 1.66688e-07 2.02979e-08
threshold=-0.083174999999999985 -0.050879999999999988 0.092400000000000024 0.049580000000000006 0.086260000000000017 -0.085719999999999977 0.089625000000000024 -0.090054999999999982 -0.0055649999999999996 0.092410000000000006 0.053330000000000009 -0.080419999999999978 -0.010834999999999999 -1.0000000180025095e-35 0.084355000000000013 -0.020064999999999996 0.05680000000000001 0.12927000000000002 -0.086849999999999997 0.085275000000000004 -0.084674999999999986 -0.085804999999999979 -0.55327499999999985 0.11846000000000001 0.10683000000000002 -0.53960999999999981 -0.3960249999999999 -0.089089999999999989 0.085465000000000013 0.08708500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7 -9 10 13 -12 -11 -3 15 16 -15 18 19 20 -17 -20 -23 24 25 -24 -27 28 -28 -29
right_child=1 9 -4 -5 -6 6 -8 8 -10 12 11 -13 -14 14 -16 17 -18 -19 21 -21 -22 22 23 -25 -26 26 27 29 -30 -31
leaf_value=-2.703222894037286e-06 5.4517170038134623e-06 3.5869586585117001e-06 -4.5284216489562827e-06 -4.6110057123119732e-06 2.6814419252711257e-06 -6.6361996817119827e-07 -1.4989043322473025e-06 -8.7691311550357067e-07 4.3196878031418842e-06 4.7933378006010099e-06 3.366399073456705e-07 -6.8094222529999751e-06 -4.7335768558527723e-07 7.8718374669943626e-07 1.8106582898901201e-06 -3.4485320532859569e-06 -6.0014857990609024e-06 3.7708223499066666e-06 -2.8995699115815419e-06 6.2834810824781372e-06 2.5158788800511574e-06 3.7336383709569217e-06 3.3578270517864441e-06 2.923099891236432e-06 -6.1652269626695974e-06 -3.0948754208927973e-06 8.6093503011852589e-06 -1.779220005021279e-07 -4.1467828634181175e-06 8.607661118917714e-07
leaf_weight=28 27 24 25 21 24 35 37 22 30 21 20 21 27 26 45 26 20 20 36 21 26 27 29 23 21 22 20 2170 21 206
leaf_count=28 27 24 25 21 24 35 37 22 30 21 20 21 27 26 45 26 20 20 36 21 26 27 29 23 21 22 20 2170 21 206
internal_value=0 6.54507e-08 -8.54797e-07 -3.88601e-07 1.15209e-07 -2.89986e-07 2.54939e-07 1.00083e-06 2.12113e-06 1.48138e-08 -1.60532e-08 -3.32354e-06 1.83082e-06 3.26737e-08 1.75566e-09 -2.82372e-08 -2.16441e-06 8.5934e-09 -1.98222e-08 1.4754e-06 -4.66327e-07 -6.2211e-08 -2.19806e-08 -6.23476e-08 -8.99351e-08 -3.82409e-08 -7.86206e-08 -5.11661e-08 2.07572e-06 -8.78674e-08
internal_weight=0 2899 222 197 176 152 124 87 52 2872 2824 41 48 2783 2759 2714 46 2668 2648 73 52 2575 2539 2512 2489 2468 2439 2417 41 2376
internal_count=3121 2899 222 197 176 152 124 87 52 2872 2824 41 48 2783 2759 2714 46 2668 2648 73 52 2575 2539 2512 2489 2468 2439 2417 41 2376
is_linear=0
shrinkage=0.1


Tree=6671
num_leaves=31
num_cat=0
split_feature=481 42 160 4 1447 3 403 483 484 132 393 1203 160 479 2 151 2 16 484 2 49 15 13 1182 43 0 15 1 15 2
split_gain=1.45392e-08 5.1409e-08 1.75854e-08 9.84727e-08 2.38289e-08 9.37536e-08 5.55482e-08 5.30457e-08 4.71821e-08 1.63932e-08 7.08639e-08 3.53025e-08 1.53743e-08 2.21869e-08 1.93931e-08 5.46595e-08 5.06873e-08 2.41951e-07 9.91954e-08 1.83065e-07 6.56433e-08 1.12842e-07 6.3345e-08 4.67272e-08 4.54536e-08 1.64677e-07 4.20096e-07 3.26587e-07 1.50799e-07 3.99949e-07
threshold=-0.15689499999999998 0.089905000000000013 -0.55045999999999984 -0.081609999999999988 -0.086359999999999978 -0.084964999999999985 -0.57146499999999989 0.087520000000000014 -0.059599999999999993 -0.083174999999999985 0.11333500000000001 0.088820000000000024 -0.53327999999999987 0.098035000000000011 0.087625000000000022 -0.54279999999999984 0.087015000000000023 -0.011989999999999999 0.085790000000000019 0.085785000000000014 0.084075000000000025 -0.095244999999999982 -0.084034999999999985 0.086460000000000009 -0.0047449999999999992 -0.10224499999999999 -0.10324499999999999 0.093575000000000019 0.085550000000000015 0.084550000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -6 8 -7 11 12 -8 -11 14 16 -16 18 22 20 -20 23 -22 -18 24 -14 27 -27 -26 29 -28
right_child=2 -3 4 -5 6 7 9 -9 -10 10 -12 -13 13 -15 15 -17 17 -19 19 -21 21 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=1.2267872325931142e-06 -2.8603509443438154e-06 -5.4255213659156912e-06 6.7944975980935852e-06 6.1223180917015554e-06 -5.3039087470097e-06 -6.0478806540231745e-06 -3.6207388345310679e-07 3.5931323991246158e-06 8.2104045532105382e-07 -2.2456412956254704e-06 5.7041718021495898e-06 -4.1629585894042975e-06 -1.7331909896401836e-07 3.1934079151534953e-06 -5.4306984156937685e-06 -1.6665897070659336e-07 -6.2816811623633843e-06 9.1064515519225528e-06 -3.7411719632656901e-07 -1.0754735439664016e-05 -1.9000314195080946e-07 8.2743635857696059e-06 1.3384431800507933e-06 -4.5786993723595517e-06 -8.838195318999053e-06 1.6428836150339522e-05 1.9587058325080708e-07 5.9880635736438613e-06 -1.1703173818798109e-06 1.4778133831546607e-05
leaf_weight=26 23 21 25 26 20 20 192 21 20 30 22 28 626 22 20 1437 20 34 65 23 36 28 24 20 39 20 68 24 115 26
leaf_count=26 23 21 25 26 20 20 192 21 20 30 22 28 626 22 20 1437 20 34 65 23 36 28 24 20 39 20 68 24 115 26
internal_value=0 -1.74552e-06 2.66936e-08 1.90596e-06 -3.74751e-09 1.63699e-06 -5.17583e-08 -4.76738e-07 -2.61342e-06 -1.57723e-08 5.18865e-08 -8.45823e-07 5.43511e-09 3.09479e-08 4.44345e-09 -2.38918e-07 3.0802e-07 2.77062e-06 1.31797e-07 -3.08723e-06 4.14506e-07 3.51316e-06 -2.12525e-06 2.03084e-07 3.07263e-07 1.33755e-06 2.58315e-06 -3.1901e-06 1.2582e-06 4.22926e-06
internal_weight=0 47 3074 49 3025 86 2939 61 40 2919 2699 220 2677 2647 2625 1457 1168 78 1090 88 1002 64 44 938 918 292 229 63 209 94
internal_count=3121 47 3074 49 3025 86 2939 61 40 2919 2699 220 2677 2647 2625 1457 1168 78 1090 88 1002 64 44 938 918 292 229 63 209 94
is_linear=0
shrinkage=0.1


Tree=6672
num_leaves=31
num_cat=0
split_feature=402 1212 401 401 1204 1185 1186 1176 394 394 394 403 403 42 43 12 133 13 160 42 15 52 484 481 2 160 133 52 1446 160
split_gain=1.37985e-08 2.17743e-08 1.60866e-08 1.61063e-08 1.32273e-08 1.49304e-08 1.9763e-08 1.22744e-08 1.37738e-08 1.58497e-08 1.70355e-08 3.60728e-08 3.02268e-08 2.38017e-08 6.31212e-08 1.53189e-07 1.34103e-07 8.12024e-08 4.20092e-08 2.74468e-08 2.16526e-08 3.19555e-08 2.04915e-08 3.61518e-08 3.2235e-08 2.43057e-08 1.19802e-07 1.47573e-07 7.90958e-08 3.05176e-08
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 0.12053500000000002 0.053645000000000005 -0.10973499999999999 -0.092084999999999986 0.086345000000000019 -0.093064999999999981 -0.086374999999999993 -0.078674999999999981 0.085340000000000013 -0.083814999999999987 -0.095859999999999987 -0.095049999999999982 0.089300000000000004 0.089595000000000022 0.10591500000000001 0.62940000000000007 -0.093284999999999993 -0.016799999999999995 -0.066844999999999988 -0.23687999999999995 -0.16223499999999996 0.089125000000000024 -0.52439499999999983 0.088625000000000009 0.4099850000000001 0.091180000000000011 -0.40698999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 -8 -10 11 12 -11 14 16 -16 17 -12 19 -15 21 -19 24 -24 -21 26 27 28 -25 -27
right_child=-2 -3 -4 -5 -6 6 7 -9 9 10 13 -13 -14 18 15 -17 -18 20 -20 22 -22 -23 23 25 -26 29 -28 -29 -30 -31
leaf_value=-2.7401260604165144e-06 2.5547029045875599e-06 -3.2264222768606575e-06 2.5834445314861418e-06 -2.7116554023946678e-06 2.09325763535162e-06 2.5990677049149184e-06 -1.5562575119871728e-06 2.0981464146003688e-06 2.1335540091459896e-06 -6.9037823550388563e-07 6.3705190286782458e-06 1.7620769563109207e-06 -6.1882688885361857e-06 -2.9125591674638794e-06 -6.9559572257036827e-07 8.8634837607060048e-06 -6.5072990575269322e-06 3.9896478093786373e-06 -4.6482087054755543e-06 -4.6293148380350944e-07 -2.475851662590382e-06 -1.2115339106660234e-06 -3.451921063588675e-06 6.432672737971119e-06 3.7688903691762084e-06 -1.8062991383588699e-06 7.6605964087169309e-06 -6.8919521728124282e-06 -1.8187589375884273e-06 -3.2773641470053597e-09
leaf_weight=20 21 21 24 22 30 29 59 27 34 20 25 20 20 33 38 30 27 21 20 36 27 27 31 26 36 98 24 24 21 2230
leaf_count=20 21 21 24 22 30 29 59 27 34 20 25 20 20 33 38 30 27 21 20 36 27 27 31 26 36 98 24 24 21 2230
internal_value=0 -1.73019e-08 4.58561e-09 -1.56738e-08 3.88159e-09 -1.69913e-08 1.26639e-09 -2.42367e-08 -4.38146e-08 -1.27009e-08 -3.84499e-08 -1.70552e-06 -3.43932e-06 -2.39204e-09 1.06288e-06 3.52165e-06 -2.53629e-07 1.43486e-06 -8.29378e-08 -4.72576e-08 -2.10357e-07 1.06398e-06 -9.82496e-09 -5.86114e-08 1.65298e-06 -1.51972e-08 1.55266e-06 -5.1199e-07 2.74586e-06 -7.91778e-08
internal_weight=0 3100 3079 3055 3033 3003 2983 2954 2927 2868 2834 60 40 2774 195 68 127 100 2579 2559 75 48 2526 2454 72 2423 95 71 47 2328
internal_count=3121 3100 3079 3055 3033 3003 2983 2954 2927 2868 2834 60 40 2774 195 68 127 100 2579 2559 75 48 2526 2454 72 2423 95 71 47 2328
is_linear=0
shrinkage=0.1


Tree=6673
num_leaves=31
num_cat=0
split_feature=1211 1 1 16 52 3 391 1177 1186 393 1213 1212 1212 1210 1210 1210 15 1210 16 16 13 2 0 16 2 1209 16 402 403 1200
split_gain=1.21742e-08 4.46966e-08 1.31325e-07 4.39853e-08 1.90834e-08 1.96474e-08 1.63063e-08 2.87862e-08 1.53748e-08 1.87161e-08 1.52977e-08 1.47322e-07 7.05224e-08 6.46899e-08 1.99584e-08 2.3857e-08 1.0074e-07 2.61376e-08 1.3923e-07 2.49592e-07 7.21468e-08 1.86136e-08 2.7906e-08 5.0821e-08 3.42428e-08 1.81427e-08 6.36968e-08 1.94426e-08 5.30228e-08 1.72164e-08
threshold=0.087635000000000005 0.094385000000000011 0.089475000000000013 -0.074319999999999983 0.086635000000000004 -0.082974999999999979 -0.086514999999999981 -0.081144999999999981 -0.095479999999999982 0.11213000000000002 -0.090764999999999985 -0.089544999999999986 -0.087464999999999987 -0.079504999999999978 -0.13847499999999999 -0.079504999999999978 0.08517000000000001 -0.00046999999999999993 -0.079109999999999986 -0.084939999999999988 -0.048784999999999995 0.094215000000000007 -0.085034999999999986 -0.084939999999999988 0.084245000000000014 1.0000000180025095e-35 -0.078464999999999993 0.11174500000000002 -0.51385999999999987 0.084780000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 -1 -8 -9 10 13 -12 -13 -10 -14 16 -16 18 19 -17 -20 22 24 -24 -15 27 -27 28 -19 -30
right_child=1 -3 -4 -5 -6 -7 7 8 9 -11 11 12 14 21 15 17 -18 25 20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=2.4017855745720835e-06 8.7452962856104938e-07 -3.2902048360483605e-06 8.8221362905945476e-06 -2.9306174234022819e-06 -4.7319428176706428e-07 5.0236096296343715e-06 -3.516094487091929e-06 -2.4595093166751143e-06 -5.0911755076941196e-06 2.8887588443508736e-06 6.1183736008638928e-06 -5.8446182633599083e-06 2.2187887481824222e-06 -4.9186309773912875e-07 1.0593221462487338e-06 -1.7822920772627897e-06 -7.7924270408402668e-06 5.1139298329871967e-06 -6.6861607865575936e-06 1.2949854316423666e-05 1.0175118171856969e-06 -2.5039392312464772e-06 -4.9416289084547318e-06 1.2860853339110404e-06 5.0375100608827474e-06 -6.1818328072149608e-06 1.7991950426221593e-06 -2.6639081381420382e-06 -8.1479071575947322e-08 2.8649402997871224e-06
leaf_weight=27 25 22 21 32 30 21 24 26 31 22 39 21 39 21 36 23 20 20 20 23 31 24 20 38 24 20 20 28 2353 20
leaf_count=27 25 22 21 32 30 21 24 26 31 22 39 21 39 21 36 23 20 20 20 23 31 24 20 38 24 20 20 28 2353 20
internal_value=0 8.75919e-07 1.58642e-06 1.79476e-07 1.48899e-06 2.76867e-06 -4.45306e-08 -6.69739e-08 -3.86152e-08 -1.68581e-08 -3.91234e-08 1.65824e-08 -7.24116e-08 -9.95641e-07 -2.67213e-08 -6.02236e-08 -2.10202e-06 -1.55244e-08 1.59457e-06 5.58378e-06 -2.00354e-06 4.057e-09 5.88444e-07 -8.61402e-07 2.45714e-06 -7.89862e-08 -2.19132e-06 -4.4086e-08 -1.3432e-08 -5.66462e-08
internal_weight=0 151 129 108 76 46 2970 2943 2919 2893 2871 2713 2674 158 2653 2614 56 2558 97 46 51 127 103 58 45 2461 40 2421 2393 2373
internal_count=3121 151 129 108 76 46 2970 2943 2919 2893 2871 2713 2674 158 2653 2614 56 2558 97 46 51 127 103 58 45 2461 40 2421 2393 2373
is_linear=0
shrinkage=0.1


Tree=6674
num_leaves=31
num_cat=0
split_feature=128 42 50 129 1185 128 128 1182 132 15 1185 2 393 128 128 128 400 1213 1210 1212 16 16 0 403 52 1212 1209 1210 1210 1210
split_gain=1.21122e-08 2.91552e-08 5.73024e-08 2.18858e-08 4.11379e-08 2.44554e-08 2.504e-08 2.23417e-08 1.90927e-08 3.63149e-07 2.31376e-07 6.096e-08 2.57562e-08 2.13449e-08 2.91433e-08 2.72124e-08 2.46989e-08 2.46798e-08 1.91015e-07 1.18804e-07 6.2362e-08 1.04143e-07 8.57005e-08 7.54052e-08 6.43455e-08 4.31875e-08 2.42976e-08 2.70822e-08 2.33657e-08 3.94236e-08
threshold=0.10979500000000002 -0.09693499999999998 0.09227500000000001 0.11234000000000001 0.093750000000000014 0.104145 0.10091000000000001 0.086460000000000009 -0.083284999999999984 0.091915000000000011 -1.0000000180025095e-35 0.082850000000000021 0.09389500000000002 0.09445000000000002 0.089745000000000005 0.085955000000000018 -0.39724499999999996 -0.085284999999999986 -0.094799999999999982 -0.089079999999999979 -0.092484999999999984 -0.088704999999999992 -0.085804999999999979 -0.084339999999999984 1.0000000180025095e-35 -0.080434999999999993 -0.084519999999999984 -0.13847499999999999 -0.081369999999999984 -0.064344999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 8 9 11 -10 -1 13 14 15 16 -12 18 -18 -19 -20 -22 -23 -24 -25 -21 -27 -28 -29 -30
right_child=1 2 -4 -5 -6 -7 -8 -9 10 -11 12 -13 -14 -15 -16 -17 17 19 20 25 21 22 23 24 -26 26 27 28 29 -31
leaf_value=-5.2127943331944008e-06 -4.1259937328656326e-06 3.5527494371005254e-06 -3.5128415013539121e-06 3.326985934108962e-06 -4.4025528528176693e-06 3.3607353274915525e-06 -3.5120958966672338e-06 -3.136740683244584e-06 -1.0219414004743819e-05 1.3114043866318588e-05 -3.3274826292804186e-06 2.2817543187306126e-07 2.7341782643790997e-06 2.7399637447003978e-06 -3.7906791862951648e-06 3.2602360861871532e-06 9.6771244522602977e-06 -6.6487092462247579e-06 -3.5981707607166563e-06 4.5371339464985622e-06 7.4645746367639818e-06 -4.9073583999541311e-06 6.5917433667144519e-06 2.8855209211542389e-06 -3.0573288457066828e-06 -2.8946493298933312e-06 3.5098441313411145e-06 -3.1193590909121365e-06 3.6183568302779656e-06 -3.0895586767781264e-08
leaf_weight=24 24 24 22 20 21 22 20 22 22 22 22 145 36 29 20 26 23 27 38 21 21 29 21 35 38 29 22 24 30 2242
leaf_count=24 24 24 22 20 21 22 20 22 22 22 22 145 36 29 20 26 23 27 38 21 21 29 21 35 38 29 22 24 30 2242
internal_value=0 -1.30058e-06 1.73554e-07 2.98432e-08 8.08706e-09 3.8859e-08 1.44007e-08 3.81642e-08 6.18736e-08 1.02873e-06 -5.15711e-09 -5.44507e-07 7.70652e-08 4.15977e-08 1.22676e-08 4.09907e-08 9.06841e-09 3.73008e-08 1.09038e-06 -5.28373e-08 5.23919e-09 9.56139e-07 -1.55057e-07 1.31108e-06 -2.08017e-07 2.2369e-08 -1.80273e-08 1.79615e-08 -1.54973e-08 1.729e-08
internal_weight=0 70 46 3051 3031 3010 2988 2968 2946 191 2755 169 2733 2697 2668 2648 2622 2600 205 2395 182 144 123 94 73 2368 2347 2318 2296 2272
internal_count=3121 70 46 3051 3031 3010 2988 2968 2946 191 2755 169 2733 2697 2668 2648 2622 2600 205 2395 182 144 123 94 73 2368 2347 2318 2296 2272
is_linear=0
shrinkage=0.1


Tree=6675
num_leaves=31
num_cat=0
split_feature=401 132 1185 15 1186 132 12 12 12 52 1212 12 13 49 12 52 12 42 43 13 12 1371 16 1373 1375 150 457 47 1 47
split_gain=1.55733e-08 1.58826e-08 8.34569e-08 5.59658e-08 2.71064e-08 1.65802e-08 1.42471e-08 8.58305e-08 6.20754e-08 1.20304e-07 7.05682e-08 6.49878e-08 1.76318e-07 2.84998e-07 1.67831e-07 1.26811e-07 4.86913e-08 1.80604e-07 6.14106e-08 4.83763e-08 4.61413e-08 1.47061e-07 1.24053e-07 7.78104e-08 1.61236e-07 6.40667e-08 6.51696e-08 4.83786e-08 2.99386e-07 2.07053e-07
threshold=0.13837000000000002 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.085749999999999979 0.086305000000000007 0.086850000000000024 0.085635000000000003 0.086450000000000013 -0.069964999999999986 0.08493500000000001 -0.083764999999999992 0.08610000000000001 0.084735000000000019 0.0031350000000000002 0.084225000000000008 0.084435000000000024 -0.011244999999999998 -0.082759999999999986 0.083935000000000023 0.083235000000000017 -0.011734999999999997 1.0000000180025095e-35 0.088145000000000015 0.12640500000000002 0.10487 0.094160000000000008 0.093205000000000024 0.085505000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 8 19 10 -10 -4 14 13 15 16 -13 20 -18 -19 -8 21 23 -22 25 -25 26 27 29 -29 -12
right_child=-2 2 6 -5 -6 -7 7 -9 9 -11 11 12 -14 -15 -16 -17 17 18 -20 -21 22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-2.5748496748734921e-07 -2.7140274445021836e-06 6.3615595276392672e-06 4.1529177830549694e-06 -5.5878537564653513e-06 -3.6610079990038816e-06 2.5254693864553703e-06 6.2171366417531872e-06 7.8244671243742487e-08 -5.7627871134674687e-07 -9.4097291020305074e-06 -1.9377481177535199e-07 -1.6513920261331805e-05 3.152393667412124e-06 3.0866450169528634e-06 7.3024218768442817e-06 -5.2528644960148088e-06 -9.7360913533369363e-06 4.3098472237943497e-06 -3.1244992294432451e-06 9.5727282498233674e-07 8.5512585635363162e-06 -8.619631835244945e-06 -1.7448261332901893e-06 1.0486936939525463e-05 -1.6325217510039576e-06 -5.3650812789199969e-06 4.3409126991526021e-06 1.1653400073896592e-05 -8.8798586484304192e-07 -1.0045684790714983e-05
leaf_weight=149 21 21 39 22 21 25 36 1469 58 21 703 20 34 23 31 20 24 25 20 34 22 20 25 21 23 23 33 24 92 22
leaf_count=149 21 21 39 22 21 25 36 1469 58 21 703 20 34 23 31 20 24 25 20 34 22 20 25 21 23 23 33 24 92 22
internal_value=0 1.83865e-08 8.04859e-08 -8.06647e-07 -2.67229e-07 1.42365e-07 3.43983e-08 2.41264e-07 -2.06242e-07 -2.92441e-06 -3.36247e-08 -1.69123e-07 -2.65115e-06 -5.78322e-06 4.81666e-08 -1.08834e-05 -1.60637e-07 -2.73058e-06 1.00569e-06 3.66235e-06 1.52812e-08 -1.34343e-07 3.07462e-06 4.60033e-08 4.15177e-06 -1.55394e-07 -1.82972e-08 -1.89348e-07 1.70678e-06 -4.92729e-07
internal_weight=0 3100 2883 217 195 174 2862 1539 1323 79 1244 1205 97 63 1108 40 1077 69 45 70 1008 961 47 941 44 897 874 841 116 725
internal_count=3121 3100 2883 217 195 174 2862 1539 1323 79 1244 1205 97 63 1108 40 1077 69 45 70 1008 961 47 941 44 897 874 841 116 725
is_linear=0
shrinkage=0.1


Tree=6676
num_leaves=31
num_cat=0
split_feature=45 46 47 0 15 47 47 0 13 3 3 12 160 1 471 152 447 1446 1428 475 1 1 1 4 3 1 1374 1 1375 12
split_gain=1.27669e-08 2.50704e-08 1.51893e-08 1.05688e-07 3.90453e-07 1.60076e-07 6.34314e-08 2.09328e-08 1.92851e-08 1.72551e-08 2.2614e-08 4.26973e-08 3.4197e-08 3.23237e-08 1.55696e-08 2.58818e-08 1.78315e-08 1.73807e-08 1.75767e-08 3.21407e-08 1.62822e-08 1.6161e-07 7.03794e-08 2.12724e-07 1.98095e-07 6.77036e-08 5.82e-08 4.92391e-08 4.85185e-08 1.03694e-07
threshold=0.10331000000000001 0.083550000000000013 0.092165000000000011 -0.10224499999999999 -0.11033999999999998 0.09550500000000002 0.089785000000000018 -0.23811499999999999 -0.053889999999999993 -0.034684999999999994 -0.078084999999999988 0.096395000000000022 -0.019279999999999995 0.11282000000000002 0.10338500000000002 0.084430000000000019 0.094580000000000011 -0.073109999999999994 -0.020064999999999996 0.12365000000000002 0.092235000000000025 0.093100000000000002 0.090475000000000014 -0.055319999999999994 -0.082794999999999994 0.089875000000000024 -1.0000000180025095e-35 0.089370000000000019 0.084795000000000023 0.086095000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 8 -5 7 -1 -4 10 11 -7 -12 -14 15 16 17 -9 -19 20 22 -22 25 24 -24 27 -23 28 -20 -30
right_child=-2 -3 3 5 -6 9 -8 14 -10 -11 12 -13 13 -15 -16 -17 -18 18 19 -21 21 26 23 -25 -26 -27 -28 -29 29 -31
leaf_value=2.6180323989284525e-06 1.9871457632270053e-06 -3.4640060957393695e-06 2.2190181685540926e-06 8.5211054433578045e-06 -1.5892592190169809e-05 1.0595158334519345e-08 5.4253273137047389e-06 2.8229051705156135e-06 -1.4603239394310895e-06 -2.5091742305876862e-06 -1.5989933046967055e-06 -5.1080577300410828e-06 3.5872098113118448e-07 5.9070939988443921e-06 -2.5310735272417635e-06 3.5242061839891818e-06 -2.7726033245610032e-06 -2.4916677278140145e-06 -5.1703063545527573e-08 4.0205863160736046e-06 -7.4744223492152459e-06 5.0928662157427123e-06 5.6201687525374485e-06 1.0239572691261856e-05 -7.5044853422945797e-06 -5.7595845578362058e-06 -2.5671615497838056e-07 4.7928142697111816e-06 8.6292263881659904e-06 -1.1202925479736337e-06
leaf_weight=31 32 21 28 22 20 88 22 22 29 34 24 20 21 21 24 21 23 28 1715 20 31 21 23 27 23 20 644 22 20 24
leaf_count=31 32 21 28 22 20 88 22 22 29 34 24 20 21 21 24 21 23 28 1715 20 31 21 23 27 23 20 644 22 20 24
internal_value=0 -2.05895e-08 2.98013e-09 -6.64296e-07 -3.87102e-06 4.0926e-07 7.71756e-08 3.42186e-08 3.47072e-07 -4.48723e-07 -4.61064e-08 -9.37304e-07 1.41222e-06 3.13291e-06 4.64021e-09 2.73143e-08 -2.61691e-10 2.38913e-08 3.70161e-10 2.73111e-08 -3.76496e-09 -4.16785e-07 1.4963e-07 3.19355e-06 -9.42158e-07 2.62504e-08 -8.7782e-08 9.12233e-08 3.242e-08 3.31131e-06
internal_weight=0 3089 3068 307 77 230 2761 2739 57 208 174 108 66 42 2708 2684 2663 2640 2618 2590 2570 696 1874 73 46 1801 665 1781 1759 44
internal_count=3121 3089 3068 307 77 230 2761 2739 57 208 174 108 66 42 2708 2684 2663 2640 2618 2590 2570 696 1874 73 46 1801 665 1781 1759 44
is_linear=0
shrinkage=0.1


Tree=6677
num_leaves=31
num_cat=0
split_feature=1211 1203 1 12 2 133 402 391 1177 1183 1186 393 1212 43 16 16 1212 3 401 133 1213 403 1210 12 133 0 0 42 42 42
split_gain=1.3577e-08 4.07062e-08 5.4607e-08 1.00512e-07 3.3717e-08 2.77068e-08 1.71519e-08 1.48717e-08 1.9873e-08 1.65472e-08 2.25505e-08 2.0063e-08 1.43493e-08 8.54025e-08 1.49751e-07 1.36642e-07 2.10002e-08 2.3393e-07 2.92799e-08 3.95848e-08 2.17689e-08 2.22458e-08 2.48222e-08 6.33878e-08 2.14985e-08 1.03602e-07 1.51724e-07 2.64983e-07 2.89656e-08 1.00623e-07
threshold=0.087635000000000005 0.089480000000000018 0.087865000000000013 0.095175000000000023 0.084145000000000011 -0.14794999999999997 -1.0000000180025095e-35 -0.086514999999999981 -0.083384999999999973 -0.080339999999999981 -0.095479999999999982 0.10389500000000002 -0.09083999999999999 -0.0047449999999999992 -0.079504999999999978 -0.091744999999999979 -0.063924999999999996 -0.078724999999999976 -1.0000000180025095e-35 0.50628500000000021 -0.41627499999999995 0.23383500000000004 -0.13847499999999999 0.092255000000000018 0.26753000000000005 -0.086234999999999992 -0.067094999999999988 0.090545000000000014 0.097640000000000018 0.096450000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 -6 -7 -1 -9 -10 -11 12 13 14 -12 -15 17 -14 -18 20 -20 22 23 -22 28 -26 27 -27 29 -24
right_child=1 -3 3 -5 5 6 -8 8 9 10 11 -13 16 15 -16 -17 18 -19 19 -21 21 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=2.2892013964371508e-06 5.0528625954691303e-06 5.0101160550888207e-06 -7.828075788438583e-06 2.0773988429330831e-06 -2.4688681199742343e-06 2.2126462478301902e-07 4.1164922845382537e-06 -2.9964178279244706e-06 2.7515520222160767e-06 -3.18443899825228e-06 -1.0975193120223991e-05 2.2418185195467808e-06 -2.9228638457203863e-06 7.4204222034060637e-06 1.9584683741413755e-07 -2.1682834998381667e-06 -3.5445173504437357e-06 9.7928948375540685e-06 2.9144738107333978e-06 3.1264355162473018e-06 -1.3783265392868833e-06 -3.4333597488966921e-06 -1.073956825860761e-07 6.4002654511341468e-06 3.86788456519473e-06 -4.1241070338683448e-07 3.0654840429633624e-06 -1.5162180602601438e-05 9.6465443997326675e-07 -6.3660725887670053e-06
leaf_weight=27 22 21 20 21 21 26 20 23 21 23 20 38 39 23 30 42 24 23 24 39 22 20 2141 20 26 29 24 21 245 26
leaf_count=27 22 21 20 21 21 26 20 23 21 23 20 38 39 23 30 42 24 23 24 39 22 20 2141 20 26 29 24 21 245 26
internal_value=0 9.25005e-07 2.65103e-07 -2.75454e-06 1.65617e-06 5.40843e-07 1.91484e-06 -4.70294e-08 -6.84627e-08 -4.54e-08 -6.56608e-08 -4.07193e-08 -7.12818e-08 -1.16545e-06 -4.27257e-06 1.22464e-06 -2.5072e-08 1.79427e-06 -6.74618e-08 -3.58163e-08 -8.32866e-08 -1.11238e-07 -8.52227e-08 2.32576e-06 -1.25534e-07 -1.56229e-06 -3.47019e-06 -6.60731e-06 -6.59667e-08 -1.82488e-07
internal_weight=0 151 130 41 89 67 46 2970 2943 2920 2899 2876 2838 115 50 65 2723 62 2661 2637 2598 2574 2554 42 2512 100 74 50 2412 2167
internal_count=3121 151 130 41 89 67 46 2970 2943 2920 2899 2876 2838 115 50 65 2723 62 2661 2637 2598 2574 2554 42 2512 100 74 50 2412 2167
is_linear=0
shrinkage=0.1


Tree=6678
num_leaves=31
num_cat=0
split_feature=1206 1210 16 1210 1208 1209 1211 50 1213 133 133 1447 1456 1447 403 1447 1446 1447 1447 479 481 480 1419 484 484 16 0 0 484 1455
split_gain=1.22697e-08 1.41713e-08 8.80143e-08 4.37043e-08 2.21629e-08 3.47806e-08 1.39905e-08 3.44386e-08 3.71433e-08 4.9456e-08 6.60579e-08 1.44514e-08 3.1114e-08 3.03693e-08 5.52597e-08 4.11921e-08 2.8481e-08 2.08636e-08 1.65075e-08 5.56873e-08 3.0783e-08 2.63638e-08 3.84091e-08 1.76478e-08 3.55075e-08 9.01024e-08 7.63033e-08 6.01921e-08 4.99964e-08 3.88988e-08
threshold=1.0000000180025095e-35 0.0028200000000000005 -0.072359999999999994 0.15724500000000002 0.092250000000000013 -0.092684999999999976 0.087635000000000005 0.096900000000000014 -0.020279999999999996 -0.012979999999999998 -0.11828999999999999 -0.086849999999999997 0.085275000000000004 -0.086279999999999982 -0.56738999999999995 -0.085644999999999985 0.037915000000000011 -0.084334999999999979 -0.082824999999999982 0.10713500000000002 -0.15265499999999996 0.10272000000000002 0.10408000000000002 -0.093244999999999981 -0.064309999999999992 0.033715000000000009 -0.091069999999999984 -0.087794999999999998 -0.017214999999999998 -0.065979999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 11 8 -8 10 -10 12 16 -13 -15 -16 -7 -17 -19 20 -20 22 23 -22 25 26 -25 -28 -26 -30
right_child=-2 2 -4 -5 -6 6 7 -9 9 -11 -12 13 -14 14 15 17 -18 18 19 -21 21 -23 -24 24 28 -27 27 -29 29 -31
leaf_value=3.9734902326348346e-06 -2.4689067322469783e-06 1.7509082266105208e-06 6.4987748037706099e-06 -4.3050738079066582e-06 -2.5555619692889142e-06 2.5475094851401536e-06 3.4646064084252154e-06 3.9596115872579206e-06 -8.9282114237367082e-08 2.6179926300479958e-06 -7.1580094311229916e-06 -3.8057995404663167e-06 4.1007460691406986e-06 5.0345008784937641e-06 -4.5267935006233444e-06 2.6851917735055193e-06 -1.979929391616293e-06 -2.2354953102876606e-06 -3.1165456725963906e-06 4.356264901161922e-06 9.8504174606735746e-07 2.5266832416922338e-06 -4.1949015627798639e-06 -3.8571005414442688e-06 3.6322930308566962e-06 -6.9129418315478009e-06 6.0288616042085285e-06 -6.1042209975110183e-07 -2.2221954382677508e-06 -4.0296293585762303e-08
leaf_weight=22 20 26 23 22 34 24 26 30 39 28 20 22 26 21 21 27 33 36 34 28 144 38 23 38 36 27 22 36 85 2110
leaf_count=22 20 26 23 22 34 24 26 30 39 28 20 22 26 21 21 27 33 36 34 28 144 38 23 38 36 27 22 36 85 2110
internal_value=0 1.59307e-08 1.41245e-06 -1.02475e-06 -1.6793e-08 1.20182e-08 -1.72866e-08 9.4776e-07 1.48154e-07 -8.4297e-07 -2.48546e-06 -6.60332e-08 1.234e-06 -1.05299e-07 -7.54345e-08 -1.15105e-07 -7.36393e-08 -8.05873e-08 -1.08693e-07 -7.94806e-08 -1.27379e-07 -8.76637e-08 -1.27071e-07 -8.96168e-08 -1.55356e-07 -1.80943e-06 -3.74063e-07 1.90793e-06 -6.41637e-08 -1.24789e-07
internal_weight=0 3101 71 48 3030 2996 2974 143 113 87 59 2831 83 2748 2726 2705 57 2684 2657 2621 2593 2559 2521 2498 2354 123 96 58 2231 2195
internal_count=3121 3101 71 48 3030 2996 2974 143 113 87 59 2831 83 2748 2726 2705 57 2684 2657 2621 2593 2559 2521 2498 2354 123 96 58 2231 2195
is_linear=0
shrinkage=0.1


Tree=6679
num_leaves=31
num_cat=0
split_feature=401 12 42 16 52 3 402 3 131 1447 131 0 16 1 1 47 16 4 457 43 3 1 13 4 160 4 43 52 43 402
split_gain=1.26333e-08 1.20818e-08 2.13226e-08 1.22072e-08 4.93331e-08 2.74793e-08 2.59287e-07 1.80642e-07 6.08884e-08 4.05465e-07 1.95803e-07 7.52873e-08 6.08782e-08 5.50928e-08 4.62933e-07 2.89707e-07 8.13913e-08 1.69023e-07 1.3254e-07 7.67507e-08 1.73132e-07 1.18525e-07 1.22436e-07 3.417e-07 1.11327e-07 5.63924e-08 5.11805e-08 7.05449e-08 4.75091e-08 4.7332e-08
threshold=0.13837000000000002 0.23631000000000002 0.18223500000000001 0.0065250000000000004 -0.19683499999999995 -0.078724999999999976 0.12933500000000003 -0.07908999999999998 0.089415000000000008 0.0030850000000000005 0.091885000000000008 -0.077429999999999985 -0.0034149999999999996 0.09253500000000002 0.094220000000000012 0.085770000000000027 -0.073404999999999984 0.0061450000000000003 0.10613500000000002 0.055925000000000009 -0.071799999999999989 0.087325000000000014 -0.078704999999999983 -0.010655 0.086870000000000017 -0.0039549999999999993 -0.064334999999999989 -0.010034999999999999 0.16180500000000003 -0.061769999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 8 -6 9 12 -10 -12 13 15 -15 19 18 -18 25 21 -21 22 23 -7 26 -16 -24 -28 -22 -29
right_child=-2 -3 -4 -5 5 6 -8 -9 10 -11 11 -13 -14 14 16 -17 17 -19 -20 20 28 -23 24 -25 -26 -27 27 29 -30 -31
leaf_value=5.0724816310321331e-06 -2.4444576757516536e-06 -2.2668562994864339e-06 3.2092081493742411e-06 -3.3286093536556283e-07 -6.0544456658220571e-08 -1.6181285995606859e-05 1.176851689706382e-05 -9.6353063179321926e-06 -1.0171778565207838e-05 1.4592084307878394e-05 3.3622988215215748e-06 -3.4342280427170282e-06 4.0775572663757264e-06 1.4545686886065042e-05 4.3025386366934988e-06 -1.131970791539061e-05 -3.2234138144382959e-07 -9.7456371084566243e-06 8.5290942371059278e-06 8.2250394672023216e-06 -4.6654620919504119e-06 4.0809122411802596e-06 4.7213667767209707e-06 -4.6142658902681439e-08 -7.3667436981850191e-06 -3.3104538763048102e-07 4.7677479540197971e-06 1.8822170020593194e-06 1.0948319122563692e-06 -3.8880793876604578e-06
leaf_weight=20 21 23 21 769 1333 21 20 20 23 20 39 28 38 23 30 25 92 24 21 32 21 36 25 35 20 211 20 21 45 44
leaf_count=20 21 23 21 769 1333 21 20 20 23 20 39 28 38 23 30 25 92 24 21 32 21 36 25 35 20 211 20 21 45 44
internal_value=0 1.65603e-08 3.36284e-08 1.18067e-08 1.27701e-07 8.40767e-08 5.07674e-07 -2.02078e-07 2.55753e-07 5.31869e-07 -2.21088e-06 5.21959e-07 1.7319e-07 -2.56915e-08 7.71413e-07 -9.52181e-07 -6.67041e-08 -2.27199e-06 9.09682e-07 -1.42218e-07 2.18871e-06 -1.17119e-06 -2.18772e-06 -6.09682e-06 -5.03805e-07 2.45749e-07 7.44002e-07 -4.25811e-07 -7.37989e-07 -2.02383e-06
internal_weight=0 3100 3077 3056 2287 2267 914 1353 894 804 90 67 784 746 401 345 378 116 262 320 98 222 186 56 130 241 110 85 66 65
internal_count=3121 3100 3077 3056 2287 2267 914 1353 894 804 90 67 784 746 401 345 378 116 262 320 98 222 186 56 130 241 110 85 66 65
is_linear=0
shrinkage=0.1


Tree=6680
num_leaves=31
num_cat=0
split_feature=132 1211 394 15 132 2 2 3 1204 129 0 1210 0 9 2 0 2 159 12 12 0 0 13 0 12 12 16 130 133 12
split_gain=1.48184e-08 3.45155e-07 2.10231e-07 4.95026e-08 1.64759e-08 6.02352e-08 2.88461e-08 1.44695e-08 1.4111e-08 1.37947e-08 1.26824e-08 1.57975e-07 1.52502e-07 4.12198e-08 5.95126e-08 3.61556e-08 1.48457e-07 1.58164e-07 9.39917e-08 1.13191e-07 1.18768e-07 7.48026e-08 2.22817e-07 6.96481e-08 2.59248e-07 1.33048e-07 5.67084e-08 6.33877e-08 7.06175e-08 6.11535e-08
threshold=-0.083284999999999984 0.085535000000000014 0.12358500000000001 0.092400000000000024 -0.41094499999999995 0.089725000000000013 0.10136500000000002 -0.088494999999999976 -0.084344999999999989 -0.082304999999999975 -0.083804999999999977 -0.41266499999999995 -0.084044999999999995 0.088235000000000022 -0.0050599999999999994 -0.080689999999999984 0.092875000000000013 -0.038439999999999995 0.086210000000000023 0.087145000000000014 -0.081204999999999986 -0.079984999999999987 -0.070304999999999992 -0.078704999999999983 0.093105000000000007 0.087625000000000022 -0.014754999999999999 0.08610000000000001 -0.012979999999999998 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 -1 7 -6 -9 -2 12 -12 13 14 -11 16 17 -13 -19 -20 26 22 -17 24 25 -23 27 28 -21 -30
right_child=2 -3 -4 -5 6 -7 -8 8 -10 10 11 15 -14 -15 -16 21 -18 18 19 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.2480361030829958e-06 2.1810558686066261e-06 1.3315858344640221e-05 -1.0277054010430221e-05 -4.626307308171818e-06 -1.4469598374275581e-06 5.1826848041021859e-06 -3.6465617916331647e-06 -3.5889650639041474e-07 2.4220172217364718e-06 4.2400220948479731e-06 8.8021025909429665e-06 -8.1604537535895369e-06 -8.305785674723586e-06 -4.2899058854573015e-06 -1.2605344024307909e-07 -1.045386861312215e-05 8.308943023394022e-06 -3.2881073144754061e-06 8.2282716828803349e-06 -9.9539020733832971e-07 7.4972531374821006e-06 4.5385351680894157e-06 1.1367614153514721e-06 -1.8004948071560371e-07 1.1840781288534028e-05 -5.1615195216512688e-06 -4.2424353826694043e-06 -4.051080270528473e-06 9.065318263310475e-06 1.2452498606307926e-06
leaf_weight=20 29 20 20 25 34 24 23 36 37 32 21 20 23 23 1280 27 26 39 26 35 24 26 43 1067 23 31 27 20 20 20
leaf_count=20 29 20 20 25 34 24 23 36 37 32 21 20 23 23 1280 27 26 39 26 35 24 26 43 1067 23 31 27 20 20 20
internal_value=0 7.93196e-07 -5.98576e-08 -4.65363e-07 1.32474e-07 1.80508e-06 -4.3364e-07 2.56988e-07 1.05061e-06 1.10459e-08 -1.10117e-08 1.89935e-07 -2.3223e-07 -9.31352e-08 -1.95638e-08 6.72375e-08 1.14499e-06 3.38655e-07 1.14426e-06 2.14927e-06 1.06671e-06 -1.60356e-07 -3.33391e-06 3.33217e-08 2.87916e-06 -7.36933e-07 -1.98317e-07 9.51064e-07 2.28497e-06 5.15528e-06
internal_weight=0 219 2902 199 174 44 130 107 73 2882 2853 1495 1358 1335 1312 1474 257 231 211 172 146 1217 70 1147 80 57 122 95 75 40
internal_count=3121 219 2902 199 174 44 130 107 73 2882 2853 1495 1358 1335 1312 1474 257 231 211 172 146 1217 70 1147 80 57 122 95 75 40
is_linear=0
shrinkage=0.1


Tree=6681
num_leaves=31
num_cat=0
split_feature=147 142 11 147 447 151 45 1429 156 11 11 475 104 11 0 0 12 2 9 10 2 10 1 1 13 1 1 50 160 1
split_gain=1.21139e-08 3.89583e-08 2.98062e-08 2.04339e-08 3.14959e-08 1.95005e-08 1.47804e-08 3.41119e-08 4.45224e-08 2.33436e-08 8.98596e-08 3.76727e-08 1.67315e-08 1.836e-08 2.00846e-08 5.53249e-08 3.88395e-08 2.72074e-08 2.24909e-08 6.81248e-08 6.03648e-08 1.41671e-07 1.81725e-08 1.60491e-07 6.75829e-08 7.81195e-08 1.1616e-07 8.84721e-08 5.94071e-08 9.64013e-08
threshold=0.11204500000000002 -0.057499999999999989 -0.014494999999999999 0.095485000000000014 0.09227500000000001 -0.5666199999999999 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.095720000000000013 0.099410000000000012 0.093020000000000005 0.077525000000000011 0.088065000000000018 0.11070500000000001 0.062580000000000011 0.096075000000000008 0.10497000000000002 0.092410000000000006 0.053330000000000009 -0.0050599999999999994 -0.010699999999999999 0.092390000000000014 0.093100000000000002 -0.17933499999999997 0.090475000000000014 0.090840000000000018 0.088425000000000017 -0.52336499999999997 0.094220000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7 9 11 -11 12 13 14 15 18 17 -16 19 20 21 -9 24 -24 -22 -26 -27 -28 -25 -30
right_child=-2 2 3 -5 -6 6 -8 8 -10 10 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 22 -23 23 28 25 26 27 -29 29 -31
leaf_value=4.4165893700665035e-06 -2.2380026393875599e-06 -3.6788672503007548e-06 3.1268492557501306e-06 2.4530053184936581e-06 -3.8715221156356474e-06 -4.148892176090158e-06 1.8344242710364322e-06 -9.6509499864320478e-07 4.6971010056040544e-06 -7.2480087618757912e-06 9.4202523050134428e-07 3.9483949800948416e-06 -2.3793835708829649e-06 -2.4655999559778747e-06 1.5907512596776484e-06 -4.532146064135574e-06 4.9328846998264453e-06 -2.7387673721282875e-06 3.0027793000044767e-06 -5.3141866411957985e-06 -5.2644055496943032e-06 9.7440718401945312e-06 -8.0388712022896562e-06 5.2007394333486449e-06 5.2787204366923152e-08 9.8408756593926243e-06 4.9302547032918187e-06 -2.687493430687849e-06 -5.9623068550692929e-06 -4.7487789892630574e-08
leaf_weight=20 24 22 20 34 21 20 43 30 20 21 37 24 30 30 47 27 24 21 25 24 23 21 27 20 1803 20 30 31 29 553
leaf_count=20 24 22 20 34 21 20 43 30 20 21 37 24 30 30 47 27 24 21 25 24 23 21 27 20 1803 20 30 31 29 553
internal_value=0 1.73444e-08 -1.125e-08 1.51617e-08 -1.22751e-08 1.47396e-08 -6.14706e-09 -3.30945e-08 -4.87509e-09 -3.73361e-08 -2.02333e-06 3.23727e-09 -3.03982e-08 -5.09493e-09 2.16982e-08 -2.84873e-08 1.47435e-06 2.53694e-07 1.76427e-08 -1.09396e-08 3.82594e-08 3.44456e-06 -3.02427e-08 -4.96347e-07 1.23496e-07 1.89272e-07 3.22732e-06 1.05894e-06 -1.58061e-07 -3.42212e-07
internal_weight=0 3097 3077 3055 3021 3000 2980 2937 2917 2897 58 2839 2815 2785 2755 2663 92 68 2636 2611 2587 51 2536 629 1907 1884 81 61 602 582
internal_count=3121 3097 3077 3055 3021 3000 2980 2937 2917 2897 58 2839 2815 2785 2755 2663 92 68 2636 2611 2587 51 2536 629 1907 1884 81 61 602 582
is_linear=0
shrinkage=0.1


Tree=6682
num_leaves=31
num_cat=0
split_feature=156 475 49 49 49 49 457 15 151 160 4 16 151 13 16 12 49 0 34 10 4 12 34 9 45 2 12 484 49 484
split_gain=1.47838e-08 2.63221e-08 1.27887e-08 1.60842e-08 8.4893e-08 6.4847e-08 5.6017e-08 5.25432e-08 4.94395e-08 9.83393e-08 9.07032e-08 9.30113e-08 7.38115e-08 7.54586e-08 5.27571e-08 3.15886e-08 4.05643e-08 2.65741e-08 2.69664e-08 2.63133e-08 3.77918e-07 1.60788e-07 6.53976e-08 3.44328e-08 3.16519e-08 2.9933e-08 2.61357e-08 2.04263e-08 1.85619e-07 1.15057e-07
threshold=0.3248100000000001 0.13528000000000004 -0.42399999999999993 -0.050619999999999991 -0.054984999999999992 -0.045154999999999994 0.10378500000000002 -0.09551999999999998 -0.0033899999999999994 0.081905000000000019 0.0049200000000000008 -0.083134999999999987 0.015440000000000001 -0.078944999999999987 -0.087484999999999993 0.084405000000000022 -0.086009999999999989 -0.26343999999999995 -0.08786999999999999 -0.011559999999999999 0.053180000000000012 -0.077884999999999996 -0.057544999999999992 0.088235000000000022 0.094030000000000016 -1.0000000180025095e-35 -0.07983999999999998 0.091180000000000011 0.11042000000000002 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -5 17 -4 10 12 14 -12 -10 -14 -9 16 -16 -7 -19 20 -20 -22 -21 24 25 -24 -18 29 -29 -27
right_child=-2 -3 3 5 -6 6 -8 8 9 -11 11 -13 13 -15 15 -17 26 18 19 22 21 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=2.2940423482017042e-06 -2.525934103133572e-06 3.5471304510706217e-06 3.2781674847044362e-06 4.217976926476105e-06 -6.9831753981475229e-06 3.6890005728196235e-06 -3.8093917593965001e-06 -5.4055834803658282e-06 -4.0988624425298858e-06 -8.219985972138365e-06 8.599345453504888e-06 -1.3067773789561426e-07 5.4052393511920644e-06 -2.5522678635587166e-06 4.7044717359226307e-06 -2.6073988354599697e-06 -2.6431665690194806e-06 3.5160787774657365e-06 -1.1661439035378862e-05 5.6089979341864128e-06 -2.1733979532915067e-06 1.0354964533689781e-05 3.5279047115182041e-06 -2.9820947361258735e-06 -3.7246617646308717e-06 7.8796780877904463e-08 1.4825043903703559e-06 -2.2814761699746237e-07 9.257027181774902e-06 -4.7261164457036199e-06
leaf_weight=24 23 21 37 37 20 20 38 23 39 23 23 26 26 22 21 37 28 22 25 21 21 20 25 38 22 2183 34 147 24 51
leaf_count=24 23 21 37 37 20 20 38 23 39 23 23 26 26 22 21 37 28 22 25 21 21 20 25 38 22 2183 34 147 24 51
internal_value=0 1.87614e-08 -5.31913e-09 -2.33947e-08 -6.52158e-07 6.03938e-08 2.49741e-09 -2.78647e-07 -7.14415e-07 -2.40481e-06 2.54039e-07 3.96709e-06 -8.67463e-07 1.75805e-06 -1.01826e-06 -1.77361e-07 9.05908e-07 5.78055e-08 2.98624e-08 1.00411e-10 -1.97088e-06 3.938e-06 5.19063e-08 5.0393e-09 5.13326e-08 8.55185e-08 -3.80702e-07 4.97349e-08 1.1031e-06 -3.08946e-08
internal_weight=0 3098 3077 3053 359 2694 2657 339 302 110 192 49 87 48 143 120 83 2619 2599 2577 66 41 2511 2490 2452 2430 62 2405 171 2234
internal_count=3121 3098 3077 3053 359 2694 2657 339 302 110 192 49 87 48 143 120 83 2619 2599 2577 66 41 2511 2490 2452 2430 62 2405 171 2234
is_linear=0
shrinkage=0.1


Tree=6683
num_leaves=31
num_cat=0
split_feature=46 453 150 150 148 447 48 147 0 1 1 148 49 4 133 4 48 48 120 484 151 475 12 133 43 133 474 475 1375 52
split_gain=1.26199e-08 2.27482e-08 1.87733e-08 2.08002e-08 1.80093e-08 3.01042e-08 1.7286e-08 4.0814e-08 1.56353e-08 1.40739e-07 2.34935e-07 1.45713e-08 1.83706e-08 3.44181e-08 6.16224e-08 5.02622e-08 2.19735e-08 5.39894e-08 2.40722e-08 3.77e-08 8.73729e-08 8.21703e-08 5.33831e-08 5.86796e-08 7.94336e-08 1.25962e-07 4.99252e-08 1.55729e-07 4.85575e-08 4.7966e-08
threshold=0.10987500000000001 0.10071000000000001 -0.11226499999999999 -0.094239999999999977 -0.10069499999999999 0.094580000000000011 -0.11155999999999998 0.091170000000000015 -0.23051499999999997 0.088975000000000012 0.10205500000000002 -0.084924999999999987 0.12011500000000001 0.056795000000000005 0.099660000000000012 -0.010024999999999997 0.11270000000000001 0.10866500000000003 1.0000000180025095e-35 0.086135000000000017 -0.14827999999999997 -0.085684999999999997 0.099100000000000008 0.090665000000000009 -0.085594999999999991 0.085355000000000014 0.091650000000000009 -0.0056899999999999997 0.084795000000000023 0.085815000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 8 9 -8 -11 -10 16 15 -15 -14 17 18 19 20 -13 -21 23 24 25 -23 27 -26 -22 -29
right_child=-2 -3 3 4 5 -7 7 -9 11 10 -12 12 13 14 -16 -17 -18 -19 -20 21 28 22 -24 -25 26 -27 -28 29 -30 -31
leaf_value=2.307687392268625e-06 2.3866137512000435e-06 -3.3785834580157828e-06 -3.017449793056269e-06 2.3245361958856848e-06 -2.3419861646846499e-06 -3.2306729155669898e-06 4.8466731310658032e-06 3.6410789782108154e-06 2.7172519094165184e-06 -1.2774894803442296e-05 2.5526956233079545e-06 -6.4446005819176903e-06 -6.0332584213576926e-07 -1.9109664995204714e-06 4.7393404780781237e-06 -6.4197118457324609e-06 2.2299389046486834e-06 -4.907788959165125e-06 -2.7983522096323655e-06 6.8423406306787164e-06 -2.246497908725203e-08 1.1621237308645506e-06 5.2311710953250919e-06 4.4612360566302587e-06 9.1349583664685436e-06 -1.0061155228413555e-05 -3.0676018882656665e-06 -4.6184853005115659e-06 3.6788306873505567e-06 1.0734474137894213e-06
leaf_weight=35 22 20 23 33 31 29 22 31 20 20 20 21 39 38 22 24 46 22 29 24 2297 20 23 27 22 20 28 20 36 57
leaf_count=35 22 20 23 33 31 29 22 31 20 20 20 21 39 38 22 24 46 22 29 24 2297 20 23 27 22 20 28 20 36 57
internal_value=0 -1.69365e-08 4.89943e-09 -2.15781e-08 1.2306e-09 -2.44284e-08 6.99474e-09 3.18644e-08 -6.75679e-09 -1.5777e-06 -5.1111e-06 2.75989e-08 8.48942e-09 -1.18662e-06 5.27479e-07 -2.81909e-06 6.3095e-08 2.5425e-08 6.67858e-08 9.88047e-08 -2.31524e-08 1.29004e-06 6.75957e-07 1.35906e-07 -5.63399e-07 -4.44952e-06 6.60575e-07 1.71501e-06 3.46489e-08 -4.04977e-07
internal_weight=0 3099 3079 3044 3021 2988 2959 2928 2897 62 40 2835 2815 123 60 63 2692 2646 2624 2595 2354 241 217 194 167 40 127 99 2333 77
internal_count=3121 3099 3079 3044 3021 2988 2959 2928 2897 62 40 2835 2815 123 60 63 2692 2646 2624 2595 2354 241 217 194 167 40 127 99 2333 77
is_linear=0
shrinkage=0.1


Tree=6684
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 131 400 16 130 10 0 40 4 46 1428 473 97 374 1 15 16 1 123 1427 4 150 1 150 147 455 34
split_gain=1.25224e-08 3.29857e-07 1.85644e-07 5.15441e-08 1.70563e-08 2.60998e-08 1.37991e-08 1.24914e-08 3.34549e-08 4.86609e-08 3.50717e-08 1.95926e-08 1.30746e-08 1.84646e-08 1.98799e-08 1.8112e-08 3.97472e-08 2.68516e-08 6.59389e-08 5.12071e-08 5.07969e-08 2.87688e-08 2.26283e-08 4.75436e-08 3.51106e-08 4.8766e-08 4.37275e-08 3.25512e-08 2.42231e-08 2.52061e-08
threshold=-0.083284999999999984 0.097510000000000013 0.12679500000000002 0.089480000000000018 -0.076979999999999979 0.10782000000000001 -0.090764999999999985 -0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.63113500000000011 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.086464999999999986 0.08987500000000001 0.13686500000000004 -0.43375999999999998 -0.11676499999999999 0.13436000000000001 0.10695000000000002 0.089335000000000012 -0.011559999999999999 0.12640500000000002 0.089175000000000018 0.12068000000000002 0.094075000000000006 0.090605000000000019 -0.057544999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 -1 6 -6 -2 9 -9 -10 12 13 -12 -15 -16 17 20 -19 -20 21 22 24 -24 26 -26 27 28 29 -17
right_child=2 -3 -4 -5 5 -7 -8 8 10 -11 11 -13 -14 14 15 16 -18 18 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=2.0655637392508196e-06 -2.4788540716969011e-06 1.234264827458405e-05 -9.656187085056445e-06 -5.3798002318217188e-06 2.11918493765292e-06 -3.1684705214533536e-06 -4.2960599428583505e-07 -4.9704700045151101e-07 -4.0836317934701496e-06 6.3951462288969202e-06 -2.4190131910017954e-06 3.1370282511034023e-06 1.7468797382423962e-06 3.1383646131644131e-06 -2.8836180345851145e-06 2.1604521102438833e-06 3.6794244073430962e-06 -5.9871658851744336e-06 3.4930815327243182e-06 -2.4687768352711885e-06 4.9131739052383986e-06 -3.7113103124803664e-06 -1.1237350831617647e-06 5.5283756823469464e-06 6.7298395606485433e-07 -6.1497219328223522e-06 4.6719734260136646e-06 -3.0076920615505921e-06 2.6720029654490965e-06 -6.6168681570662927e-08
leaf_weight=32 20 22 20 20 28 29 88 21 21 20 32 20 42 20 22 52 29 26 25 34 21 21 21 22 20 22 20 36 34 2281
leaf_count=32 20 22 20 20 28 29 88 21 21 20 32 20 42 20 22 52 29 26 25 34 21 21 21 22 20 22 20 36 34 2281
internal_value=0 7.29162e-07 -5.50254e-08 -5.67775e-07 -2.40438e-08 -4.85199e-07 1.85619e-07 1.16031e-08 2.90067e-08 2.865e-06 -1.22112e-08 1.83245e-08 -4.11223e-09 -3.09719e-08 -2.7319e-09 -2.61206e-08 -2.5226e-09 -4.3045e-08 -1.7915e-06 5.74343e-08 1.52369e-08 -2.5434e-08 5.42864e-09 2.27967e-06 -3.42437e-08 -2.90081e-06 1.54451e-08 -2.33109e-08 2.20789e-08 -1.65398e-08
internal_weight=0 219 2902 197 177 145 116 2882 2862 41 2821 2800 2780 2738 2706 2686 2664 2635 85 59 2550 2529 2508 43 2465 42 2423 2403 2367 2333
internal_count=3121 219 2902 197 177 145 116 2882 2862 41 2821 2800 2780 2738 2706 2686 2664 2635 85 59 2550 2529 2508 43 2465 42 2423 2403 2367 2333
is_linear=0
shrinkage=0.1


Tree=6685
num_leaves=31
num_cat=0
split_feature=156 475 473 1447 157 159 1447 403 1447 474 157 474 474 475 474 157 43 4 52 1455 1455 43 482 482 482 123 1 132 12 130
split_gain=1.25534e-08 2.28956e-08 1.36573e-08 1.49695e-08 4.06622e-08 3.04497e-08 2.54874e-08 4.92392e-08 3.54056e-08 1.35001e-08 7.55287e-08 5.34321e-08 1.18652e-07 4.85644e-08 3.89077e-08 8.20574e-08 2.6578e-08 4.85367e-08 4.2179e-08 2.23493e-08 2.42621e-08 5.40177e-08 2.07218e-08 8.645e-08 6.28388e-08 2.59108e-08 1.92509e-08 1.13918e-07 4.12719e-07 3.31897e-07
threshold=0.3248100000000001 0.13528000000000004 0.077695000000000014 -0.086849999999999997 -0.081579999999999986 -0.087844999999999993 -0.086279999999999982 -0.56738999999999995 -0.085324999999999984 0.08708500000000001 -0.083944999999999978 0.089130000000000015 0.091650000000000009 -0.065099999999999977 0.084550000000000014 -0.084764999999999993 -0.065269999999999981 -0.021294999999999998 -0.068719999999999989 -0.097209999999999977 -0.069819999999999979 -0.077824999999999991 0.098465000000000011 0.090355000000000005 0.08673500000000002 0.11679000000000002 0.08801500000000001 -0.083284999999999984 0.091840000000000019 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 -8 -9 14 -11 -12 -13 16 19 -16 17 -14 -18 -10 21 -21 23 24 25 26 -22 28 -28 -29
right_child=-2 -3 -4 6 5 -7 7 8 9 10 11 12 13 -15 15 -17 18 -19 -20 20 22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=5.2696439229293902e-06 -2.327614125217382e-06 3.3079903719876059e-06 -2.0935241991537625e-06 -3.3367437654503547e-06 1.9057828307563183e-06 -2.6119060898963653e-06 4.7183103354406995e-06 -3.634813728581321e-06 -2.6222562621303069e-06 5.0160787270669975e-06 -3.9911744414862841e-06 7.4908175055167128e-06 3.2240084554554672e-06 -3.5741470737901989e-06 -6.3427992137121693e-06 5.3953120633062692e-07 -5.4246939725999258e-07 -2.7664435855375529e-06 5.9520672900248433e-06 -8.3361221735837414e-07 2.1149460988358386e-07 6.2031645234128518e-06 -2.2908482657740956e-06 5.4601560302397304e-06 -5.1237232928732139e-06 3.221154290940831e-06 -4.9119284808925435e-06 -3.1872761993231597e-07 1.4687356339155012e-05 -1.3346888183036755e-05
leaf_weight=20 23 21 31 23 37 25 22 27 32 35 29 22 21 36 30 41 20 38 20 24 1467 20 39 29 24 25 22 877 21 20
leaf_count=20 23 21 31 23 37 25 22 27 32 35 29 22 21 36 30 41 20 38 20 24 1467 20 39 29 24 25 22 877 21 20
internal_value=0 1.72786e-08 -5.17996e-09 1.60737e-08 1.34889e-06 8.41341e-08 -2.07991e-08 5.13309e-09 -3.03893e-08 3.26195e-09 7.54383e-07 -4.75489e-08 6.80892e-07 -4.28874e-07 -5.88862e-08 -2.3685e-06 7.14861e-07 -6.34249e-07 2.7048e-06 4.18388e-09 3.69121e-08 2.36492e-06 -3.67127e-09 3.22241e-08 -3.1868e-08 1.83806e-08 -1.48846e-08 -3.68181e-07 4.65982e-06 -6.09211e-07
internal_weight=0 3098 3077 3046 82 62 2964 2941 2919 2892 221 186 157 135 2671 71 99 59 40 2600 2568 44 2524 2485 2456 2432 2407 940 43 897
internal_count=3121 3098 3077 3046 82 62 2964 2941 2919 2892 221 186 157 135 2671 71 99 59 40 2600 2568 44 2524 2485 2456 2432 2407 940 43 897
is_linear=0
shrinkage=0.1


Tree=6686
num_leaves=31
num_cat=0
split_feature=132 1185 15 120 12 12 142 4 45 48 11 33 9 4 1456 153 160 2 147 1 374 123 2 150 160 147 123 2 2 2
split_gain=1.48772e-08 7.66846e-08 3.54477e-08 1.38146e-08 2.50066e-08 2.09011e-08 4.89617e-08 3.98214e-08 2.50888e-08 8.49494e-08 2.4174e-08 4.23973e-08 2.13166e-08 2.60603e-08 1.94261e-08 3.7756e-08 2.46207e-08 1.61207e-08 2.44594e-08 2.42808e-08 7.16494e-08 5.60787e-08 8.7059e-08 3.10544e-08 1.34241e-07 4.43159e-08 2.8654e-08 3.1634e-08 4.17442e-08 2.41126e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.09852000000000001 0.22926500000000002 0.12757000000000002 -0.057499999999999989 -0.0096849999999999974 0.083445000000000005 0.10396500000000002 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 0.49041500000000005 0.11510000000000002 0.082840000000000011 -0.046074999999999991 -0.045829999999999989 0.099730000000000027 0.13820500000000002 0.088235000000000008 0.091810000000000017 0.14445500000000003 0.12640500000000002 -0.073679999999999982 0.092070000000000013 0.086445000000000008 0.13404500000000005 0.10559 -0.0050599999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 -7 10 -10 -8 -12 14 -14 15 17 -16 -13 19 20 23 22 -21 25 -25 26 29 28 -28 -19
right_child=1 3 -4 -5 -6 7 8 -9 9 -11 11 12 13 -15 16 -17 -18 18 -20 21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-2.8948049141478786e-07 6.081377289644609e-06 4.7421578575391661e-06 -3.9857113244086881e-06 -2.6025424244835451e-06 3.3932537852685778e-06 9.123941130052448e-07 3.2732832224887126e-06 -5.0385999993127576e-06 -7.2097597148967912e-06 1.4590096358146045e-06 -3.9252791970688529e-06 -2.1115399873191823e-06 4.788419692842927e-06 9.9524500001280111e-09 4.6927061652013442e-06 -4.2375946447594162e-06 -1.5513234281818521e-07 2.8597099744289272e-06 3.2955986309547295e-06 -8.755006365390728e-06 5.7529985672937826e-06 2.4798067432216376e-06 -1.1660134110310798e-07 2.1847972548654913e-06 -8.7125158086109883e-06 3.9553356428173025e-06 -9.2180440146551405e-07 1.0471464966704609e-06 -6.406016216161611e-06 5.1384404774950611e-08
leaf_weight=192 21 22 30 20 22 22 23 23 20 26 27 35 21 25 20 21 22 31 23 20 22 21 28 26 20 29 35 27 23 2224
leaf_count=192 21 22 30 20 22 22 23 23 20 26 27 35 21 25 20 21 22 31 23 20 22 21 28 26 20 29 35 27 23 2224
internal_value=0 6.04187e-08 -7.88971e-07 1.64853e-08 3.4813e-08 8.76024e-09 4.32315e-08 -2.12923e-06 5.89805e-09 -2.31002e-06 4.50212e-08 1.75212e-08 5.73474e-08 2.19143e-06 1.99787e-08 -1.46836e-08 2.15336e-06 1.99034e-08 4.94014e-08 1.96079e-08 7.19846e-08 -1.83028e-06 -3.71594e-06 2.02321e-08 -2.55316e-06 7.0201e-08 2.20519e-08 -1.78034e-06 -3.09658e-06 8.99911e-08
internal_weight=0 2899 222 2878 2858 2836 2791 45 2769 46 2723 2700 2673 46 2627 2585 42 2564 2529 2506 2437 69 48 2415 46 2369 2340 85 58 2255
internal_count=3121 2899 222 2878 2858 2836 2791 45 2769 46 2723 2700 2673 46 2627 2585 42 2564 2529 2506 2437 69 48 2415 46 2369 2340 85 58 2255
is_linear=0
shrinkage=0.1


Tree=6687
num_leaves=31
num_cat=0
split_feature=132 394 12 132 12 12 130 1429 1420 156 155 1455 15 1455 158 4 483 1 2 43 121 154 1428 475 16 2 131 132 16 16
split_gain=1.20505e-08 6.53507e-08 2.94227e-08 9.25543e-08 2.18414e-08 2.30568e-08 1.41179e-08 1.18888e-08 3.25006e-08 1.8291e-08 3.20336e-08 1.77673e-08 4.02083e-08 2.25926e-08 2.5853e-08 4.93968e-08 3.17505e-08 7.75825e-08 7.02604e-08 1.05272e-07 4.38349e-08 2.22792e-08 2.68647e-08 1.02402e-07 2.58217e-08 6.53454e-08 2.10932e-08 2.7074e-08 2.15596e-08 7.37122e-08
threshold=-0.083174999999999985 0.11233000000000001 0.090165000000000009 -0.1075 0.11232500000000002 0.12477500000000001 0.087380000000000013 0.12521000000000002 -0.086589999999999986 0.3248100000000001 0.14039500000000002 -0.092919999999999989 0.088495000000000018 -0.082599999999999993 -0.4686749999999999 -0.023539999999999995 0.10143000000000001 0.16540500000000002 0.095195000000000016 -0.065269999999999981 -0.094339999999999993 0.084190000000000001 -0.020064999999999996 0.016915000000000003 0.55700000000000005 0.10613000000000002 0.13612500000000002 0.13831000000000002 0.15891500000000003 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 6 4 -4 -6 -1 8 -2 10 11 12 -10 -13 15 -15 17 20 -18 -20 -16 22 23 -22 26 -26 27 28 -24 -30
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12 13 -14 14 16 -17 18 -19 19 -21 21 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=9.056972914167043e-07 -4.0192326980559298e-06 5.7508569068431828e-06 1.488832732710372e-06 -7.7100706190239265e-06 -4.1380287753285801e-06 4.9443941688445023e-07 -1.6856279421096623e-06 2.4444360082043205e-06 3.7116226971752789e-06 -2.9142328631202137e-06 3.848944805378613e-06 -3.0763216443574494e-06 -1.2051591268353715e-06 5.8965548305423004e-06 -4.2705545335290173e-06 -9.6235311329586517e-07 1.228304063261021e-06 5.9469854523864682e-06 -7.4746245814846389e-06 1.6200804975596838e-06 2.1970673969917697e-06 3.3477886574928565e-06 9.8936887255657924e-08 -7.6896546920579572e-06 6.7166029839427211e-06 -6.6272546670613036e-07 2.5432801919578199e-06 -3.533128760450795e-06 -4.8737113496453959e-06 -1.6450246477638253e-07
leaf_weight=95 20 20 35 22 22 21 27 20 39 21 22 24 29 21 24 21 43 22 35 20 22 20 2088 20 20 30 32 22 39 225
leaf_count=95 20 20 35 22 22 21 27 20 39 21 22 24 29 21 24 21 43 22 35 20 22 20 2088 20 20 30 32 22 39 225
internal_value=0 5.43751e-08 -7.10074e-07 -1.98166e-06 -3.65952e-07 -1.87566e-06 3.32207e-07 1.48025e-08 -2.1939e-09 2.61051e-08 4.80167e-08 1.81096e-08 1.61476e-06 -2.16896e-08 5.4225e-09 2.4671e-06 -3.34169e-08 3.41019e-08 -1.79993e-06 -4.16746e-06 -1.70717e-08 2.34698e-08 -3.14602e-09 -2.5109e-06 3.97389e-08 2.28901e-06 -7.00392e-09 -4.13801e-08 -8.71921e-09 -8.60181e-07
internal_weight=0 2899 222 100 78 43 122 2879 2859 2839 2818 2796 68 2728 2704 42 2662 2564 98 55 2542 2518 2498 42 2456 50 2406 2374 2352 264
internal_count=3121 2899 222 100 78 43 122 2879 2859 2839 2818 2796 68 2728 2704 42 2662 2564 98 55 2542 2518 2498 42 2456 50 2406 2374 2352 264
is_linear=0
shrinkage=0.1


Tree=6688
num_leaves=31
num_cat=0
split_feature=156 156 51 1425 156 4 155 160 159 1446 1447 4 403 2 160 475 475 484 3 156 156 0 156 376 40 52 474 157 474 49
split_gain=1.23672e-08 2.67534e-08 2.56578e-08 1.63195e-08 1.22692e-08 3.48079e-08 2.53793e-08 1.54679e-08 8.70035e-08 2.00594e-08 1.83756e-08 7.58102e-08 6.85247e-08 5.54642e-08 7.00165e-08 2.48791e-08 1.29479e-07 1.03495e-07 5.97456e-08 2.15532e-08 7.82574e-08 5.64171e-08 3.68357e-08 2.15125e-08 3.23722e-08 3.23145e-08 2.17023e-08 9.16733e-08 4.64949e-08 4.30406e-08
threshold=0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.084940000000000015 0.10541000000000002 -0.040589999999999994 0.099270000000000011 -0.54913999999999985 -0.025879999999999997 0.11655500000000001 -0.086359999999999978 -0.080094999999999986 -0.57146499999999989 0.086330000000000004 -0.090764999999999985 -0.086279999999999982 -0.085669999999999982 0.085790000000000019 -0.085709999999999995 0.093155000000000002 0.091255000000000017 -0.080499999999999988 0.089725000000000013 0.087010000000000018 -0.049474999999999998 -0.054584999999999995 0.086630000000000013 -0.082819999999999991 0.084550000000000014 0.10247500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 8 -1 10 11 -9 -12 -13 -15 17 -17 18 -14 20 22 -21 23 26 25 -25 28 -28 -18 -29
right_child=-2 2 -4 -5 5 -7 -8 9 -10 -11 12 13 15 14 -16 16 19 -19 -20 21 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-1.980833133785609e-06 2.4185723326636004e-06 1.6680367241947569e-07 -4.5746204041279275e-06 2.1982898829264742e-06 4.5006473516443059e-06 2.4446585100545045e-08 -2.643398904576709e-06 6.6504058061073445e-06 5.6520747827042739e-06 -2.5711516459083334e-06 -5.8910107645715479e-06 -4.6443010194252564e-06 4.0835314022248129e-06 -2.784695525406278e-06 5.085354211714206e-06 8.0551176438348203e-06 -5.7021203205767371e-08 -7.4347571403845711e-06 -2.1050429674792562e-06 1.0524405828012581e-06 5.5832698280937621e-06 -6.1389216739371479e-06 -3.9383178754330098e-06 6.2574541072990546e-06 -1.5117641751095064e-06 9.5409456022295036e-07 6.016359628186289e-06 -2.2140649923121416e-06 -3.6789882604656064e-06 3.1969746790612898e-06
leaf_weight=32 21 21 25 34 23 71 37 21 28 31 20 20 26 20 26 20 2286 23 39 24 25 20 24 20 21 27 30 49 36 21
leaf_count=32 21 21 25 34 23 71 37 21 28 31 20 20 26 20 26 20 2286 23 39 24 25 20 24 20 21 27 30 49 36 21
internal_value=0 -1.63889e-08 -2.41006e-06 1.9665e-08 -4.86255e-09 1.11969e-06 -4.09896e-08 -7.66e-09 1.58119e-06 -4.13578e-08 -1.33293e-08 1.41722e-06 -5.92376e-08 -2.4789e-07 1.66359e-06 -1.58949e-08 4.0012e-08 -1.66959e-06 3.70387e-07 -2.20484e-08 1.59782e-08 -2.21636e-06 -3.93847e-08 -1.80457e-09 1.75239e-06 3.21084e-06 -5.10553e-08 1.39138e-06 -1.13176e-07 -5.90753e-07
internal_weight=0 3100 46 3054 3020 94 2926 2889 60 2829 2798 87 2711 66 46 2691 2603 88 65 2583 2539 44 2514 2490 68 47 2422 100 2322 70
internal_count=3121 3100 46 3054 3020 94 2926 2889 60 2829 2798 87 2711 66 46 2691 2603 88 65 2583 2539 44 2514 2490 68 47 2422 100 2322 70
is_linear=0
shrinkage=0.1


Tree=6689
num_leaves=31
num_cat=0
split_feature=49 48 457 0 13 151 48 151 2 3 132 1203 1185 50 131 132 151 1373 151 457 456 49 51 0 16 49 43 49 124 120
split_gain=1.17893e-08 1.3136e-08 7.4032e-08 7.05634e-08 4.02283e-08 2.49602e-08 2.45173e-08 2.90476e-08 8.87162e-08 2.14062e-08 1.57904e-08 3.32984e-07 1.88135e-07 6.57203e-08 1.88196e-08 2.16855e-08 1.57285e-08 1.53486e-08 5.8895e-08 3.53226e-08 2.80777e-08 2.00545e-08 6.25748e-08 9.03839e-08 1.03983e-07 3.59546e-08 3.24885e-08 2.56042e-08 2.69947e-08 2.87346e-08
threshold=-0.42399999999999993 -0.072824999999999987 0.096470000000000014 -0.26343999999999995 -0.087324999999999986 -0.080454999999999985 -0.032929999999999994 0.11088000000000002 0.091265000000000013 -0.086554999999999979 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.093975000000000017 -0.076979999999999979 -0.26625499999999996 0.092070000000000013 -1.0000000180025095e-35 0.06617000000000002 -0.098834999999999992 -0.085409999999999986 -0.08130999999999998 0.092545000000000016 -0.14832499999999996 -0.016164999999999995 -0.078034999999999979 -0.085254999999999984 -0.069799999999999987 0.091025000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 9 -5 10 -9 -6 11 13 -12 14 -8 -16 17 -14 19 -19 -21 22 23 -22 -25 -23 -26 -27 29 -29
right_child=1 3 -4 6 5 -7 7 8 -10 -11 12 -13 16 -15 15 -17 -18 18 -20 20 21 25 -24 24 26 27 -28 28 -30 -31
leaf_value=2.2078212128443891e-06 4.0714756545412455e-06 5.669045656924771e-06 -6.5972516404144704e-06 -2.7683811604006795e-06 -2.8488210009274756e-07 1.6342723183372855e-06 2.4924458079238261e-06 6.7717238848056627e-06 -1.7401266304659659e-06 -3.9017257766242139e-06 -9.3019108713964343e-06 1.3082403611406335e-05 -2.6829295756042051e-06 -5.7572628477265386e-06 -2.9761102068732729e-06 2.709904903448315e-07 -2.3732080348638975e-06 -3.5516637353794069e-06 4.5126337117208409e-06 3.7517509872486702e-06 5.783726239769749e-06 3.9061082375724256e-06 -6.3698696834535447e-06 -7.7972160535669642e-06 2.9490874163052973e-06 -3.5468863427468028e-06 -1.5876918397632262e-06 1.2439078609587879e-07 -2.8380166945396468e-06 -3.2189896518712677e-06
leaf_weight=24 20 22 20 32 36 28 29 24 25 30 22 20 21 21 25 116 28 28 29 20 20 24 20 21 27 20 38 2273 32 26
leaf_count=24 20 22 20 32 36 28 29 24 25 30 22 20 21 21 25 116 28 28 29 20 20 24 20 21 27 20 38 2273 32 26
internal_value=0 -1.71026e-08 -9.85548e-07 2.66948e-08 -1.03852e-09 -8.67531e-07 -1.55126e-08 1.47699e-08 2.42894e-06 -1.9289e-06 -2.65918e-08 8.05965e-07 -9.29072e-08 -4.79526e-07 1.7243e-07 -3.04737e-07 -1.57857e-08 9.6117e-09 3.15447e-08 -1.94367e-08 1.97947e-08 -1.0049e-08 -1.23946e-06 -2.71452e-07 -1.67963e-06 5.51743e-08 2.96816e-07 1.58623e-08 4.64307e-08 8.65796e-08
internal_weight=0 3097 134 2963 114 94 2941 2909 49 66 2860 211 2649 191 170 141 2627 2599 2578 2549 2521 2501 126 106 86 2375 65 2351 2331 2299
internal_count=3121 3097 134 2963 114 94 2941 2909 49 66 2860 211 2649 191 170 141 2627 2599 2578 2549 2521 2501 126 106 86 2375 65 2351 2331 2299
is_linear=0
shrinkage=0.1


Tree=6690
num_leaves=31
num_cat=0
split_feature=40 130 42 483 158 16 158 1447 1453 1447 4 159 403 159 132 1185 1203 394 390 39 33 15 34 9 0 34 44 158 483 1453
split_gain=1.26765e-08 4.08776e-08 3.33896e-08 1.6384e-08 1.68704e-08 1.79195e-08 1.78125e-08 2.02286e-08 1.67856e-08 2.67938e-08 9.45355e-08 7.93364e-08 5.49138e-08 3.12264e-08 1.65916e-08 8.13552e-08 3.23106e-08 1.34255e-08 4.14802e-08 1.61692e-08 5.0862e-08 1.8485e-08 1.80881e-08 1.91286e-08 4.69285e-08 1.7449e-08 2.10088e-08 4.59729e-08 1.54471e-08 5.57539e-08
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 -0.47181499999999993 0.12212000000000002 -0.013324999999999998 0.11651000000000002 0.090670000000000014 -0.13306499999999996 -0.086359999999999978 -0.080094999999999986 -0.092414999999999983 -0.57146499999999989 -0.10909999999999999 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.12099999999999998 0.090205000000000007 -1.0000000180025095e-35 -0.009184999999999997 -0.073184999999999986 -0.112215 0.088235000000000022 -0.019414999999999998 -0.085644999999999985 0.10049500000000001 -0.47356499999999996 -0.095689999999999983 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 8 -5 10 -10 13 -11 -12 16 -16 -14 -17 19 21 -21 -19 -22 25 -25 -24 27 -27 29 -29
right_child=1 2 -4 4 5 -7 -8 -9 9 12 11 -13 14 -15 15 17 -18 18 -20 20 22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=2.5095195087487813e-06 -4.3113938070084924e-06 2.306729923399568e-06 3.2798497276446382e-06 -2.6458891312586275e-06 1.1925098988285754e-07 -3.831914422865642e-06 2.5935613463773805e-06 -2.9894354458084983e-06 7.7704351178908842e-06 -5.26721686583187e-06 1.6900584243599455e-07 -3.8346181378484845e-06 -3.8798966303657702e-07 5.560064025866312e-06 6.4152952040785744e-06 1.9034135100263166e-06 -4.0861570124872272e-06 -1.343883587878736e-07 -4.5513928466789374e-06 -4.1038177763160395e-06 -2.9557570792348996e-06 4.1650289085737312e-06 2.9671459000724099e-06 5.696939714425753e-06 -9.2634627929763402e-07 4.2963714877259916e-06 -2.9426270813814883e-06 5.2972512499447634e-06 -5.2825557196727591e-08 -1.5927160281610971e-06
leaf_weight=20 22 30 31 24 22 24 26 23 20 20 22 31 189 21 20 37 27 20 20 30 20 20 20 20 23 25 24 23 2243 24
leaf_count=20 22 30 31 24 22 24 26 23 20 20 22 31 189 21 20 37 27 20 20 30 20 20 20 20 23 25 24 23 2243 24
internal_value=0 -1.61735e-08 1.45167e-08 -1.86938e-08 -4.18093e-08 -1.94223e-06 -1.2395e-08 -3.5394e-08 -1.21497e-08 9.65427e-09 1.67037e-06 2.17069e-08 -4.5999e-08 2.80185e-06 -8.50375e-09 6.22707e-08 -8.50261e-07 1.24235e-08 -1.54295e-08 2.09747e-08 -1.15595e-08 2.01532e-06 3.91291e-08 6.40657e-08 2.15425e-06 2.59657e-08 8.16634e-10 3.13318e-08 -1.52298e-08 1.77897e-06
internal_weight=0 3101 3079 3048 3018 46 2972 2946 2923 2899 94 74 2805 43 2785 2569 216 2549 2512 2492 2452 40 2422 2402 43 2359 2339 2315 2290 47
internal_count=3121 3101 3079 3048 3018 46 2972 2946 2923 2899 94 74 2805 43 2785 2569 216 2549 2512 2492 2452 40 2422 2402 43 2359 2339 2315 2290 47
is_linear=0
shrinkage=0.1


Tree=6691
num_leaves=31
num_cat=0
split_feature=390 12 394 3 151 43 43 12 43 48 447 456 456 1375 40 456 1 9 45 11 9 13 9 13 0 0 133 1429 475 3
split_gain=1.11523e-08 4.27081e-08 1.39173e-08 9.23115e-08 1.09035e-08 5.83833e-08 1.14188e-07 1.2403e-07 9.49422e-08 6.49782e-08 2.03552e-08 1.65407e-08 3.31062e-08 9.04361e-08 2.5101e-08 2.34526e-08 2.26728e-08 1.81445e-08 2.11214e-08 4.91683e-08 2.68181e-08 5.06797e-08 3.32742e-08 2.12379e-08 5.52799e-08 4.78436e-08 4.90163e-08 3.00137e-08 1.242e-07 2.94111e-08
threshold=0.087590000000000015 0.088485000000000022 0.013605000000000001 -0.083489999999999995 -0.10737499999999998 -0.085739999999999997 -0.081944999999999976 0.083715000000000026 -0.090299999999999991 0.016865000000000002 0.094580000000000011 0.091580000000000009 0.08777500000000002 0.08456000000000001 -0.24452499999999996 0.10512000000000001 0.16540500000000002 -0.092544999999999975 0.094030000000000016 -1.0000000180025095e-35 0.091600000000000015 -0.0062949999999999994 0.085555000000000006 0.10002500000000002 0.12358500000000001 -0.094654999999999975 0.15630500000000003 -0.23587499999999997 0.10142500000000002 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 8 -7 9 -1 -8 11 12 14 -14 -6 -13 17 -16 19 -19 22 -22 23 27 25 29 -27 -21 -29 -25
right_child=1 -3 3 -5 10 6 7 -9 -10 -11 -12 15 13 -15 16 -17 -18 18 -20 20 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=1.4962114115795494e-06 -1.5604847251419569e-06 4.289405711250975e-06 4.8620339610499072e-06 -3.2381851281589513e-06 3.4733795314423338e-06 7.373489553780625e-06 7.1985762235726729e-06 -6.226738651610669e-06 -6.7745524149912588e-06 -1.5998774946031823e-07 -2.6897953887328189e-06 3.390137767311785e-06 -6.0817423035029694e-06 2.1943051607472033e-06 2.8062062896920409e-06 -8.5122976336358325e-07 -3.0211443415212742e-06 4.6602773057781059e-06 -2.7158620808146833e-06 3.4297311942835856e-06 5.6312876021517399e-07 -6.252764898135865e-06 3.82723663030695e-06 5.7553047099645488e-07 5.5163563205417675e-06 3.0454500748666352e-07 -4.5772637402023972e-06 -1.284944330978571e-07 -7.6783043947547092e-06 5.9337766482972915e-06
leaf_weight=35 24 26 34 24 20 30 20 22 23 30 30 32 31 23 22 22 26 22 30 23 24 20 22 20 23 116 25 2279 22 21
leaf_count=35 24 26 34 24 20 30 20 22 23 30 30 32 31 23 22 22 26 22 30 23 24 20 22 20 23 116 25 2279 22 21
internal_value=0 1.48146e-06 -2.41257e-08 1.51022e-06 -5.36617e-08 7.49631e-07 2.19008e-06 3.03284e-08 -1.78357e-06 2.78344e-06 -9.87115e-08 -7.1176e-08 -1.04979e-07 -2.55676e-06 -5.62145e-08 1.66217e-06 -8.24081e-08 -5.37805e-08 -7.75507e-08 -4.73064e-08 -8.72166e-08 -2.535e-06 -4.49968e-08 -7.86817e-08 8.97033e-07 3.13272e-07 -5.61024e-07 -1.64749e-07 -2.00679e-07 3.32e-06
internal_weight=0 50 3071 58 3013 160 102 72 58 50 2853 2823 2769 54 2715 54 2695 2669 2647 2617 2595 44 2551 2529 205 182 141 2324 2301 41
internal_count=3121 50 3071 58 3013 160 102 72 58 50 2853 2823 2769 54 2715 54 2695 2669 2647 2617 2595 44 2551 2529 205 182 141 2324 2301 41
is_linear=0
shrinkage=0.1


Tree=6692
num_leaves=31
num_cat=0
split_feature=1429 156 156 51 156 11 2 1446 0 132 0 1203 2 481 480 481 160 2 480 133 2 12 1212 1210 12 1210 52 481 160 16
split_gain=1.37278e-08 4.12008e-08 2.1022e-08 1.98653e-08 1.83561e-08 1.31019e-08 1.30839e-08 1.1123e-07 1.47336e-07 1.02155e-07 4.06909e-07 2.76617e-07 9.86131e-08 6.58669e-08 4.27919e-08 7.83246e-08 1.73903e-07 1.39249e-07 1.34647e-07 1.14923e-07 4.91715e-08 3.29559e-07 7.56255e-08 3.12102e-07 2.53904e-07 7.93162e-08 4.55625e-08 4.00969e-08 3.83818e-08 5.71007e-08
threshold=-0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.12061500000000001 -0.072629999999999986 0.083715000000000026 0.083830000000000002 -0.086234999999999992 -0.083284999999999984 -0.082284999999999983 0.088310000000000013 0.083865000000000009 -0.0086649999999999974 0.11191000000000002 -0.085784999999999986 -0.015149999999999999 0.084415000000000004 0.086930000000000021 -0.011534999999999998 0.084715000000000013 0.085565000000000016 -0.089544999999999986 -0.14175499999999996 0.088365000000000013 -0.083289999999999989 0.086040000000000019 -0.081334999999999977 0.022560000000000004 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 9 -9 10 -7 13 -8 -11 15 16 -14 19 -18 26 21 -19 24 -24 -22 -25 -17 -27 29 -15
right_child=1 -3 3 -5 -6 6 12 8 -10 11 -12 -13 14 28 -16 17 18 20 -20 -21 22 -23 23 25 -26 27 -28 -29 -30 -31
leaf_value=-2.4891606244636935e-06 -2.4886632304731482e-06 4.5417702722261316e-06 1.3396235360795843e-07 -4.0380611608270557e-06 3.0399868410313505e-06 -4.288105674277176e-06 -6.6244017548540242e-06 1.1040163942446022e-05 4.7521754476582089e-07 -4.8456080409008655e-06 1.5215010520250872e-05 -1.1830705989943625e-05 -9.8846846391062673e-06 -2.3177162899186517e-07 3.3298711683356318e-06 4.5453265067862962e-06 -4.3063215177393689e-06 -1.1643271585379135e-05 6.2864040901764563e-06 9.7103331846973073e-06 1.1291802873756752e-05 5.9085509701617421e-06 -9.9783726113855668e-06 5.3637434657755675e-06 -9.7151717743424974e-07 3.4679950424047535e-06 -2.2046717378998439e-06 -1.6010042818910755e-07 -1.6541152752891862e-06 1.7676339300854441e-06
leaf_weight=22 21 20 21 25 20 23 23 22 33 26 20 20 26 355 37 20 28 23 21 26 25 20 32 27 52 31 20 1754 89 239
leaf_count=22 21 20 21 25 20 23 23 22 33 26 20 20 26 355 37 20 28 23 21 26 25 20 32 27 52 31 20 1754 89 239
internal_value=0 1.76709e-08 -1.17159e-08 -2.13344e-06 2.04632e-08 4.19934e-10 1.78901e-08 3.56238e-07 4.7012e-06 4.6688e-08 4.78311e-06 -2.32689e-07 -1.11354e-07 9.4476e-08 -4.14195e-08 -1.00677e-07 -3.27419e-06 1.65707e-08 2.33418e-07 4.53457e-06 -1.35256e-07 -3.47963e-06 -6.03951e-08 -1.88609e-07 3.01008e-06 -1.57214e-08 1.17033e-06 -9.70915e-08 2.82532e-07 5.72703e-07
internal_weight=0 3099 3079 46 3033 3013 2992 827 55 772 43 729 2165 709 2142 2105 75 2030 49 66 1964 43 1921 1844 77 1812 40 1785 683 594
internal_count=3121 3099 3079 46 3033 3013 2992 827 55 772 43 729 2165 709 2142 2105 75 2030 49 66 1964 43 1921 1844 77 1812 40 1785 683 594
is_linear=0
shrinkage=0.1


Tree=6693
num_leaves=31
num_cat=0
split_feature=128 3 132 1 394 393 128 1185 393 1185 131 52 403 15 129 156 475 46 453 150 49 475 2 3 3 12 3 49 49 43
split_gain=1.55111e-08 2.83374e-08 1.76063e-08 3.54537e-07 1.77439e-07 6.9461e-08 2.87748e-08 3.13378e-08 1.80678e-08 1.69746e-08 1.61602e-08 1.78645e-08 1.66487e-08 1.61823e-08 1.51759e-08 1.44518e-08 2.65105e-08 1.37056e-08 2.18549e-08 1.63082e-08 1.95845e-08 7.55628e-08 1.17835e-07 6.18492e-08 7.84283e-08 5.27429e-08 1.07806e-07 8.01087e-08 5.19514e-08 3.87465e-08
threshold=0.11170500000000001 -0.080484999999999987 -0.083284999999999984 0.089475000000000013 0.11233000000000001 0.10483000000000002 0.10692000000000002 0.090595000000000009 0.09389500000000002 0.085905000000000009 -0.076979999999999979 0.087435000000000013 -0.088999999999999982 -0.028889999999999996 -0.077709999999999987 0.3248100000000001 0.13528000000000004 0.10987500000000001 0.10071000000000001 -0.11226499999999999 0.096415000000000015 -0.085774999999999976 0.087625000000000022 0.099930000000000005 -0.023499999999999997 0.090285000000000018 -0.090569999999999984 0.11560500000000001 0.092975000000000016 -0.064334999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 6 10 7 8 9 14 -1 12 -12 -14 -4 16 17 18 19 -16 28 -22 -23 24 25 27 -27 -24 -21 -28
right_child=1 -3 4 -5 -6 -7 -8 -9 -10 -11 11 -13 13 -15 15 -17 -18 -19 -20 20 21 22 23 -25 -26 26 29 -29 -30 -31
leaf_value=2.0907880166158714e-06 1.0874085539853695e-06 -3.2254714241366277e-06 -2.0858937661419727e-06 1.1595086703487646e-05 -9.4171516320784582e-06 -5.8454821165152841e-06 3.6375769871648866e-06 -3.5178169382561468e-06 2.2041294306069703e-06 2.4151932479824235e-06 2.8605349370991464e-06 -2.2953692493772268e-06 1.1381059662638901e-06 -2.1198402653036891e-06 2.1847171678125639e-06 -2.4860103760305643e-06 3.6585377620212971e-06 2.5485693727421765e-06 -3.3093788988480811e-06 1.8689527483240524e-08 -6.7262822074098951e-06 5.6652317088546942e-06 4.252590706936387e-06 3.8450078230435677e-06 -7.1295563244526111e-06 -8.9088709887619186e-06 7.6085103235830809e-07 -2.6208079298110457e-06 3.9012600500752478e-06 -3.1460390372020899e-06
leaf_weight=31 25 39 35 27 20 23 22 25 38 29 20 37 31 30 34 23 20 21 20 2248 20 29 39 23 23 20 60 30 35 44
leaf_count=31 25 39 35 27 20 23 22 25 38 29 20 37 31 30 34 23 20 21 20 2248 20 29 39 23 23 20 60 30 35 44
internal_value=0 -1.54075e-06 3.22515e-08 9.41728e-07 -3.10745e-08 -7.30602e-07 3.50712e-08 6.92665e-09 3.84991e-08 8.60659e-09 5.89432e-08 -4.74846e-07 3.5675e-07 -4.64163e-07 -1.70142e-08 9.91433e-09 3.14471e-08 4.03141e-09 -1.63249e-08 8.95767e-09 -1.98155e-08 -7.96888e-07 -3.54396e-07 -1.08481e-06 -1.60975e-06 -9.51944e-07 -2.1851e-06 1.26416e-06 7.82121e-08 -8.92064e-07
internal_weight=0 64 3057 199 2858 172 2838 2816 2791 2753 149 118 81 61 2724 2689 2666 2646 2625 2605 2571 288 268 239 216 193 124 69 2283 104
internal_count=3121 64 3057 199 2858 172 2838 2816 2791 2753 149 118 81 61 2724 2689 2666 2646 2625 2605 2571 288 268 239 216 193 124 69 2283 104
is_linear=0
shrinkage=0.1


Tree=6694
num_leaves=31
num_cat=0
split_feature=394 1429 156 1426 1429 1429 0 3 475 1429 157 157 13 157 157 12 1371 157 3 157 157 48 0 147 49 147 48 151 42 42
split_gain=1.65969e-08 1.31558e-08 3.79089e-08 1.88992e-08 1.39783e-08 3.75737e-08 2.6521e-08 6.58216e-08 1.58457e-08 2.6861e-08 2.1951e-08 7.65962e-08 7.57943e-08 4.93743e-08 4.57197e-08 2.39519e-08 2.01233e-08 2.30031e-08 7.14939e-08 4.42022e-08 2.42454e-08 1.85128e-08 8.39005e-08 6.24155e-08 4.06816e-08 3.06773e-08 2.02873e-08 3.71517e-08 2.05691e-08 2.35723e-07
threshold=0.264685 -0.23752499999999996 0.32523500000000005 -0.085619999999999988 -0.060529999999999994 -0.0091699999999999993 -0.088099999999999984 -0.073309999999999986 0.051590000000000004 0.12387000000000002 -0.087424999999999989 -0.086394999999999986 -0.085384999999999975 -0.085474999999999982 -0.083699999999999983 0.089735000000000023 0.08976000000000002 0.11933000000000001 -0.077774999999999983 0.099625000000000005 0.084490000000000023 -0.072824999999999987 -0.24955499999999997 0.093875000000000014 -0.007794999999999999 0.088520000000000015 -0.032929999999999994 0.11265500000000002 0.086950000000000013 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 -8 9 10 12 -12 -7 -13 -15 -14 17 19 -19 20 21 23 -23 24 25 -16 -24 28 -28 -30
right_child=-2 2 -4 4 5 8 7 -9 -10 -11 11 13 15 14 16 -17 -18 18 -20 -21 -22 22 26 -25 -26 -27 27 -29 29 -31
leaf_value=-2.4574098869255648e-06 2.566228547948413e-06 -3.0956498267187271e-06 4.3361945563447079e-06 4.2565321233599784e-06 -4.1627315526553003e-06 -5.7762209300155271e-06 -2.698046544935551e-06 4.6149614956902959e-06 1.987642486384198e-06 -3.6050232914758022e-06 5.5465578191160604e-06 -4.5296105023832451e-06 2.2624375781037309e-06 4.7896376827338829e-06 -3.8076775479504281e-06 -1.4673683782322971e-06 -2.8919533974658408e-06 5.4658154014456771e-06 -1.1440794726998623e-06 -3.6665920471491653e-06 2.7097454587624618e-06 5.6912093109181464e-06 -2.5210814346365852e-06 -5.4637906369289686e-06 3.1027584382486414e-06 6.5040783817604479e-07 -2.693981700493132e-07 3.0747190929758249e-06 7.3122850932102906e-06 -3.8931437069140722e-08
leaf_weight=22 25 20 20 22 22 29 32 20 39 21 25 24 33 20 29 36 24 30 36 33 33 26 32 27 29 33 1451 39 46 843
leaf_count=22 25 20 20 22 22 29 32 20 39 21 25 24 33 20 29 36 24 30 36 33 33 26 32 27 29 33 1451 39 46 843
internal_value=0 -2.073e-08 -3.29118e-09 -3.17096e-08 -1.15122e-08 -4.54505e-08 1.34602e-06 1.14649e-07 -1.46199e-08 -4.15562e-08 -1.55545e-08 3.62983e-08 -1.48648e-06 -1.3704e-08 2.59817e-08 3.16452e-07 -9.16146e-09 1.65873e-08 1.86042e-06 -2.98426e-08 1.65302e-08 -1.8255e-08 4.09766e-08 -1.24154e-06 1.12176e-08 -1.43483e-06 -1.9955e-08 1.36878e-08 -3.73294e-08 3.41446e-07
internal_weight=0 3096 3074 3054 3034 2960 74 52 2938 2899 2878 2780 98 2755 2731 69 2711 2687 66 2621 2588 2555 2437 118 91 62 2411 2379 2340 889
internal_count=3121 3096 3074 3054 3034 2960 74 52 2938 2899 2878 2780 98 2755 2731 69 2711 2687 66 2621 2588 2555 2437 118 91 62 2411 2379 2340 889
is_linear=0
shrinkage=0.1


Tree=6695
num_leaves=31
num_cat=0
split_feature=156 472 132 1185 1 4 399 399 131 12 3 1186 129 1184 130 130 130 13 1 1185 12 96 34 9 34 133 9 10 10 48
split_gain=1.53859e-08 2.31322e-08 1.47939e-08 7.34477e-08 3.38921e-08 3.26451e-08 2.33013e-08 1.61014e-08 1.61614e-08 2.01609e-08 1.2622e-08 1.2377e-08 2.64936e-08 3.12172e-08 1.89336e-08 2.89375e-08 2.69298e-08 5.24202e-08 2.22901e-08 1.48715e-08 1.42033e-08 1.34887e-08 1.47666e-08 3.14737e-08 1.66489e-08 7.31394e-08 3.72078e-08 7.99818e-08 4.83757e-08 1.02585e-07
threshold=0.3248100000000001 -0.097514999999999977 -0.083174999999999985 -0.083264999999999992 0.088135000000000005 0.010840000000000001 0.091895000000000018 0.088190000000000018 -0.076979999999999979 0.087995000000000004 -0.086049999999999988 0.089315000000000019 -0.077709999999999987 0.083155000000000021 -0.077029999999999987 -0.22562499999999999 -0.0087099999999999973 -0.011289999999999998 0.088340000000000016 0.085905000000000009 0.088930000000000023 0.090365000000000015 -0.097449999999999981 -0.092939999999999981 -0.057544999999999992 0.086990000000000012 0.091600000000000015 0.094860000000000014 -0.0093599999999999985 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -6 7 8 -3 10 -10 12 -5 14 15 -14 17 -16 -17 21 -13 22 -18 -24 25 -25 28 -28 29 -26
right_child=-2 2 3 11 5 -7 -8 -9 9 -11 -12 20 13 -15 16 18 19 -19 -20 -21 -22 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=3.4090304788492176e-06 -2.5768664687822584e-06 2.0276724093303622e-06 5.9504191908455966e-06 -3.0710014544053725e-06 -5.6167427610489538e-06 -6.8572168449212905e-07 -2.3047238460708903e-06 2.8780672361487332e-06 -1.395556734243418e-06 -3.0781265922996681e-06 1.7181475838394059e-06 3.645540327852359e-06 -1.4879059744998812e-06 3.8614559950171193e-06 9.4082646559069296e-07 8.8004210917270516e-07 2.0848034790615754e-06 -5.9624107176535872e-06 4.582822736728272e-06 2.7003060506558542e-06 -1.2319249435677195e-07 -2.6239969230346108e-06 -3.81018582877666e-06 6.1836139983435199e-06 8.2939331215519424e-06 -1.9789874015615447e-06 -7.3895617853330416e-06 1.1463179053867349e-06 -5.1920620880278464e-08 -1.7131776223777709e-06
leaf_weight=20 23 29 21 28 25 29 37 24 23 25 30 20 25 21 22 37 33 22 29 20 20 20 22 21 21 23 21 23 2387 20
leaf_count=20 23 29 21 28 25 29 37 24 23 25 30 20 25 21 22 37 33 22 29 20 20 20 22 21 21 23 21 23 2387 20
internal_value=0 1.91314e-08 -2.89528e-09 5.82276e-08 -7.89233e-07 -2.9686e-06 -8.87215e-08 5.37172e-07 1.21118e-08 -7.37263e-07 3.66917e-07 1.45817e-08 -1.04142e-08 2.05567e-08 -8.81655e-09 1.40951e-06 -5.74298e-08 -2.51079e-06 2.50702e-06 -1.60862e-08 1.76117e-06 -3.70541e-08 -1.69301e-08 -4.42576e-08 -1.13282e-08 1.9168e-06 -4.56476e-08 -2.92762e-06 6.57929e-09 3.41242e-06
internal_weight=0 3098 3078 2856 222 54 168 131 107 78 53 2835 2795 2767 2746 91 2655 44 66 2611 40 2591 2571 2538 2516 44 2472 44 2428 41
internal_count=3121 3098 3078 2856 222 54 168 131 107 78 53 2835 2795 2767 2746 91 2655 44 66 2611 40 2591 2571 2538 2516 44 2472 44 2428 41
is_linear=0
shrinkage=0.1


Tree=6696
num_leaves=31
num_cat=0
split_feature=156 475 473 156 1420 1420 46 1429 1429 42 157 13 157 1375 16 157 447 49 133 13 13 2 0 52 42 151 148 1 1 1
split_gain=1.24625e-08 2.09092e-08 1.31392e-08 1.29894e-08 1.42769e-08 2.28921e-08 1.3811e-08 3.12361e-08 1.97896e-08 4.6141e-08 2.05743e-08 6.68288e-08 6.18859e-08 4.0845e-08 2.26735e-07 4.08658e-08 2.14886e-08 2.76069e-08 5.33718e-08 6.15027e-08 5.43786e-08 9.43912e-08 1.04034e-07 7.08999e-08 4.91414e-08 5.85088e-08 4.09579e-08 3.91283e-08 1.1195e-07 5.69306e-08
threshold=0.3248100000000001 0.13528000000000004 0.076475000000000001 -0.093169999999999989 -0.079539999999999986 -0.08341999999999998 0.084955000000000017 -0.094049999999999981 -0.060529999999999994 0.084435000000000024 -0.087424999999999989 -0.085384999999999975 -0.086394999999999986 -0.15308499999999997 -0.071854999999999988 -0.083944999999999978 0.10121000000000001 -0.0087849999999999977 0.09389500000000002 -0.091559999999999989 -0.084319999999999992 0.085785000000000014 -0.089269999999999988 0.09086000000000001 0.089015000000000025 1.0000000180025095e-35 -0.087904999999999983 0.10871500000000002 0.10439500000000002 0.11414000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -6 9 -9 11 -10 -12 14 -14 -15 17 18 19 24 21 -21 -23 27 25 -17 -19 28 -22 -29
right_child=-2 -3 -4 4 6 -7 -8 8 10 -11 12 -13 13 15 -16 16 -18 26 -20 20 23 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=1.9058393999355554e-06 -2.3191800407759099e-06 3.1619345030603219e-06 -1.9591889794997661e-06 -1.3466371736005666e-07 -3.6705175736405305e-06 -4.2958941230608616e-06 1.8483608464410327e-06 -1.2754947120315179e-06 -5.8859949813268035e-06 5.0037999712913008e-06 4.9970923651017076e-06 1.9782383123338847e-07 4.3772640517338665e-06 3.3961836960669545e-06 -9.6774288939135051e-06 1.9096216417391573e-06 3.0473403052897285e-06 4.6255914867288084e-06 3.3101811519979187e-06 1.1683391147698785e-06 -1.287793491939765e-06 -1.2345404143161433e-05 -2.1456811464304338e-06 3.9640845279791398e-06 5.5978861183803026e-06 -4.2980745588879063e-06 7.940863334264808e-08 4.0452123606918088e-06 -8.3503817407930642e-06 -2.0956695114667428e-06
leaf_weight=36 23 21 34 39 23 20 41 22 25 25 25 65 22 36 24 49 23 20 30 20 133 20 20 25 20 22 2169 26 27 36
leaf_count=36 23 21 34 39 23 20 41 22 25 25 25 65 22 36 24 49 23 20 30 20 133 20 20 25 20 22 2169 26 27 36
internal_value=0 1.72113e-08 -4.25094e-09 1.75919e-08 -5.01427e-09 -1.54525e-06 2.58113e-08 1.06313e-10 2.93797e-08 2.06456e-06 -4.33668e-09 -1.49213e-06 4.44078e-08 -1.07977e-09 -2.95562e-06 4.97083e-08 4.07452e-09 -2.26718e-08 -7.57199e-07 -1.06379e-06 -1.74058e-06 -4.44092e-06 -7.24554e-06 -1.08463e-06 1.21947e-06 -1.38899e-08 1.20945e-07 -1.65318e-06 -2.47961e-06 4.79539e-07
internal_weight=0 3098 3077 3043 3007 59 2948 2907 2884 47 2837 90 2747 2722 46 2676 2640 2617 428 398 307 60 40 247 91 71 2189 222 160 62
internal_count=3121 3098 3077 3043 3007 59 2948 2907 2884 47 2837 90 2747 2722 46 2676 2640 2617 428 398 307 60 40 247 91 71 2189 222 160 62
is_linear=0
shrinkage=0.1


Tree=6697
num_leaves=31
num_cat=0
split_feature=448 1348 148 147 147 448 147 97 34 10 4 51 1 34 9 2 45 149 49 49 12 52 151 15 1374 150 42 1375 1375 456
split_gain=1.34376e-08 4.13196e-08 1.34085e-08 1.82806e-08 2.98001e-08 2.73158e-08 1.75533e-08 1.36928e-08 3.53761e-08 3.0079e-08 2.57417e-07 3.58291e-07 1.47379e-07 4.76784e-08 3.38141e-08 3.82543e-08 2.15523e-08 1.29772e-08 1.88366e-08 6.88538e-08 4.61626e-08 3.25813e-08 1.99132e-08 1.70636e-07 3.17546e-08 2.60528e-08 2.85028e-07 4.52652e-08 2.69806e-08 3.60826e-08
threshold=0.068920000000000023 0.091105000000000005 -0.098399999999999974 0.094075000000000006 0.088610000000000008 -0.070064999999999975 0.085835000000000009 -0.086464999999999986 -0.08786999999999999 -0.011559999999999999 0.053180000000000012 0.087505000000000013 0.14326500000000003 -0.057544999999999992 0.088235000000000022 -1.0000000180025095e-35 0.094030000000000016 1.0000000180025095e-35 -0.10069499999999999 -0.088694999999999982 0.088365000000000013 -0.013374999999999998 0.056735000000000001 -0.07490999999999999 -0.096434999999999979 0.090480000000000019 0.083995000000000014 0.089070000000000024 0.084795000000000023 0.08777500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4 -9 10 11 -10 -12 -11 15 -15 17 18 20 -20 21 -17 24 -24 -21 27 -27 28 29 -26
right_child=-2 -3 3 -5 5 -7 -8 8 9 13 12 -13 -14 14 -16 16 -18 -19 19 22 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-2.3258678465936105e-06 -2.5837475197931782e-06 3.7098923576195376e-06 -2.530181862290365e-06 -2.2097107968899788e-06 3.3551278969904769e-07 5.3394634255710121e-06 -2.3051193417786358e-06 3.2880459515078628e-06 -1.6677417021409859e-05 4.7995019637407193e-06 9.9232612065236481e-06 1.3889479779881305e-06 -1.699878608481716e-06 3.7350695963920901e-06 -2.9458881751577938e-06 3.2630882287776333e-07 -2.5600697405536722e-06 -1.3792291181949447e-06 -5.529457846814074e-06 -3.2386419520505648e-06 -2.3092813853509145e-06 5.6108915231334329e-06 8.7961693766590624e-06 -3.4312446714466208e-06 1.0280575133245283e-07 9.3802288010292923e-06 -4.1148478461352899e-06 -4.1127630730933075e-06 3.2862235577532865e-06 -2.7259924884812952e-06
leaf_weight=25 20 30 21 37 24 20 33 33 21 21 20 23 24 28 38 20 32 62 22 29 20 28 21 25 2283 29 34 26 26 46
leaf_count=25 20 30 21 37 24 20 33 33 21 21 20 23 24 28 38 20 32 62 22 29 20 28 21 25 2283 29 34 26 26 46
internal_value=0 1.66635e-08 -1.94149e-08 -4.84754e-10 2.66809e-08 2.61004e-06 -1.16556e-08 1.41576e-08 3.25125e-08 -4.8164e-09 -1.82513e-06 -7.23364e-06 3.58337e-06 5.25986e-08 1.65983e-08 5.78193e-08 1.97271e-08 5.06345e-08 8.46136e-08 4.06578e-08 1.72714e-06 3.40898e-06 8.93051e-08 2.15084e-06 5.09588e-08 8.99925e-08 2.09717e-06 3.68836e-08 8.26971e-08 4.69343e-08
internal_weight=0 3101 3071 3046 3009 44 2965 2932 2911 2878 88 44 44 2790 2769 2731 2703 2671 2609 2541 68 48 2519 46 2473 2444 63 2381 2355 2329
internal_count=3121 3101 3071 3046 3009 44 2965 2932 2911 2878 88 44 44 2790 2769 2731 2703 2671 2609 2541 68 48 2519 46 2473 2444 63 2381 2355 2329
is_linear=0
shrinkage=0.1


Tree=6698
num_leaves=31
num_cat=0
split_feature=1429 1420 475 475 1420 475 475 474 474 47 2 47 393 1428 155 155 1429 376 0 47 3 51 52 1 1 3 157 1372 159 474
split_gain=1.30803e-08 2.70681e-08 1.92126e-08 4.28541e-08 4.20768e-08 1.94822e-08 1.88811e-08 1.8107e-08 1.86934e-08 1.49482e-08 1.35885e-07 9.36676e-08 2.43208e-08 1.98135e-08 3.43741e-08 2.93144e-08 1.97195e-08 1.93546e-08 2.50171e-08 2.0993e-08 2.18883e-08 5.3926e-08 3.09502e-08 5.1171e-08 5.65914e-08 3.42281e-08 1.93257e-08 8.49398e-08 6.56237e-08 1.91165e-07
threshold=0.12521000000000002 -0.086589999999999986 -0.50059999999999982 -0.24431999999999998 1.0000000180025095e-35 -0.10664 -0.090439999999999979 -0.090834999999999985 -0.072334999999999983 0.092165000000000011 -1.0000000180025095e-35 0.088915000000000008 0.12679500000000002 -0.020064999999999996 0.11245500000000001 0.099270000000000011 -0.060529999999999994 0.049360000000000008 -0.030209999999999997 0.13975500000000002 0.097915000000000016 0.080335000000000018 -0.0027449999999999996 0.096325000000000008 0.10727500000000002 -0.081574999999999995 -0.087424999999999989 -0.082274999999999987 -0.092414999999999983 0.083455000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8 -9 11 -11 12 13 -10 15 16 -15 18 19 20 21 22 25 -24 -25 -12 28 -28 -18 -30
right_child=-2 2 3 4 -6 6 7 8 9 10 17 -13 -14 14 -16 -17 26 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-3.5944739639013457e-06 2.5491613774875082e-06 3.0972734066381236e-06 -3.7731790284093832e-06 -2.9046563297371272e-06 4.5965962090122052e-06 3.0791860336876202e-06 -2.3695798319067762e-06 2.9949624950815982e-06 -2.7634006388465286e-06 -8.6281678449040565e-06 8.3716315657511586e-08 5.6342509969908864e-06 3.0570417069296898e-06 2.9352227951152525e-06 4.1405902265978517e-06 -2.7779644920213434e-06 3.3331323532800759e-06 2.8957154700037791e-06 -3.5601285162556453e-06 3.0648586846382386e-06 1.842854090939046e-06 -4.9885292447435437e-06 4.4207726517697667e-06 -4.4626662408766359e-06 2.4914614282351978e-06 -4.1291121776036258e-06 5.7356824955744608e-06 -1.203232875359676e-08 3.5781150415914458e-07 -1.0643541662085973e-05
leaf_weight=21 20 20 30 23 20 20 32 21 26 20 54 30 26 23 20 38 23 20 22 20 39 26 32 22 25 30 26 2314 56 22
leaf_count=21 20 20 30 23 20 20 32 21 26 20 54 30 26 23 20 38 23 20 22 20 39 26 32 22 25 30 26 2314 56 22
internal_value=0 -1.64447e-08 7.95099e-09 -1.22407e-08 2.49964e-08 -5.37972e-09 1.69448e-08 -3.6972e-09 2.20978e-08 6.73559e-10 -6.55759e-07 7.88203e-08 1.40717e-08 -1.69791e-08 1.13346e-08 -2.16731e-08 2.08347e-08 -1.05938e-07 -3.28282e-07 -4.15861e-08 -3.14081e-07 -7.59163e-07 -8.45404e-08 1.33636e-06 -7.63662e-07 -1.42087e-06 -6.62576e-09 5.18312e-08 -1.36097e-06 -2.74513e-06
internal_weight=0 3101 3080 3060 3030 3010 2987 2967 2935 2914 310 2604 2574 2548 2522 2502 2464 290 270 248 228 189 163 79 47 84 2441 2340 101 78
internal_count=3121 3101 3080 3060 3030 3010 2987 2967 2935 2914 310 2604 2574 2548 2522 2502 2464 290 270 248 228 189 163 79 47 84 2441 2340 101 78
is_linear=0
shrinkage=0.1


Tree=6699
num_leaves=31
num_cat=0
split_feature=132 394 1203 129 130 40 12 0 1209 12 1208 2 1209 403 401 401 12 403 129 403 131 403 16 1212 1210 403 133 401 52 402
split_gain=1.25745e-08 6.57255e-08 3.13479e-08 1.57331e-08 1.25296e-08 2.26079e-08 1.74037e-08 2.29652e-08 1.25611e-08 5.25419e-08 1.95347e-08 1.05046e-07 2.46917e-08 1.6618e-07 2.38466e-08 1.855e-08 1.64324e-07 1.97879e-07 6.34412e-08 1.37923e-08 4.78922e-08 4.07009e-08 8.34986e-08 2.89129e-08 4.5596e-08 2.41283e-08 4.8629e-08 2.30699e-08 4.77746e-08 2.8069e-08
threshold=-0.083174999999999985 0.11233000000000001 0.088820000000000024 -0.082304999999999975 -0.23123999999999997 -0.24290999999999999 0.13043000000000002 -0.030209999999999997 0.11495000000000001 0.096075000000000008 0.092250000000000013 0.089885000000000007 -0.087714999999999987 -0.0047449999999999992 0.13274500000000003 0.10632500000000002 0.088245000000000004 0.31372000000000005 -1.0000000180025095e-35 0.072365000000000027 0.082750000000000004 0.022375000000000003 -0.072359999999999994 -0.088629999999999987 -0.08861999999999999 0.10469000000000002 -0.093189999999999981 1.0000000180025095e-35 0.084735000000000019 -0.45015499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 -6 8 -8 10 -10 12 -12 13 -7 15 18 -17 -18 -14 21 25 23 -23 -20 -25 26 -21 29 -29 -26
right_child=1 -3 -4 4 5 6 7 -9 9 -11 11 -13 14 -15 -16 16 17 -19 19 20 -22 22 -24 24 27 -27 -28 28 -30 -31
leaf_value=-2.7389094206926564e-07 2.3333141802266194e-06 5.7683515814233032e-06 -3.8532159657782886e-06 2.4864447300387838e-06 -3.3755724098227804e-06 8.4245646940478944e-06 4.4743332421148811e-06 -1.1385093046101247e-07 -1.5967104999340931e-06 5.4115203570859195e-06 -6.9679630851996167e-06 3.045574275120089e-06 -5.309970651978802e-06 -4.0120510047494292e-06 -3.4212366082491439e-06 -5.1023756725498975e-06 1.1924076133337539e-05 -1.3416404094048474e-06 3.7524842628045008e-06 5.5394836725540571e-06 -2.9728266436641301e-06 -6.3564859218937884e-06 1.3861072812477897e-06 -4.7044480392547228e-06 -2.245768160946682e-06 -4.2581290348276862e-07 8.934968067779652e-07 -2.167758477323357e-07 5.7549825617982046e-06 -1.6220032903319269e-08
leaf_weight=194 29 20 28 20 20 22 20 24 23 20 22 20 23 21 21 24 22 23 20 33 28 30 26 21 58 44 71 37 21 2136
leaf_count=194 29 20 28 20 20 22 20 24 23 20 22 20 23 21 21 24 22 23 20 33 28 30 26 21 58 44 71 37 21 2136
internal_value=0 5.55551e-08 -7.25337e-07 1.58692e-08 -7.71185e-09 -2.53384e-08 -1.49331e-09 1.97169e-06 -3.28816e-08 1.66293e-06 -5.96609e-08 -2.19961e-06 -2.61368e-08 2.35087e-06 -6.48826e-08 -3.79496e-08 1.57993e-06 5.14382e-06 -8.17618e-08 -3.41385e-08 8.19695e-07 -9.81124e-08 -2.76171e-06 -3.30616e-08 -6.63704e-08 1.5372e-06 2.3677e-06 -2.31202e-08 1.94541e-06 -7.51598e-08
internal_weight=0 2899 222 2879 2850 2830 2810 44 2766 43 2723 42 2681 43 2638 2617 69 45 2548 2525 176 2349 56 2293 2273 148 104 2252 58 2194
internal_count=3121 2899 222 2879 2850 2830 2810 44 2766 43 2723 42 2681 43 2638 2617 69 45 2548 2525 176 2349 56 2293 2273 148 104 2252 58 2194
is_linear=0
shrinkage=0.1


Tree=6700
num_leaves=31
num_cat=0
split_feature=40 130 40 15 49 15 2 13 1 34 1 9 16 14 45 4 9 9 4 4 1456 13 15 15 4 12 133 4 2 16
split_gain=1.2136e-08 3.47466e-08 2.22926e-08 1.19238e-08 1.30914e-08 1.17784e-08 3.16888e-08 2.69064e-08 6.09698e-08 4.2012e-08 2.08832e-08 1.88388e-08 1.11723e-07 3.08179e-08 9.13838e-08 1.85731e-08 2.99445e-07 1.79068e-07 4.51405e-08 6.09756e-08 3.69477e-08 4.83379e-08 1.05977e-07 1.03457e-07 4.33901e-08 4.86557e-08 4.11717e-08 5.02026e-08 5.025e-08 3.85544e-08
threshold=-0.24620999999999996 -0.22699999999999995 -0.15322999999999998 0.17980000000000004 -0.18481499999999998 -0.42198999999999992 0.15109000000000003 -0.085584999999999981 0.13756000000000004 -0.010024999999999997 0.11323000000000001 -0.013509999999999999 -0.056919999999999991 -0.31455999999999995 0.094030000000000016 0.053180000000000012 0.088235000000000022 0.088235000000000022 0.056795000000000005 0.058735000000000009 0.0058550000000000008 -0.083764999999999992 -0.03241999999999999 -0.013104999999999999 0.071150000000000005 -0.064509999999999984 0.087285000000000015 0.10924000000000002 0.10803500000000001 -0.105305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 8 -6 -9 -11 12 -7 -13 15 16 -15 18 -17 -20 21 22 26 24 -23 -26 27 -21 -29 -27
right_child=1 2 3 -5 5 11 -8 9 -10 10 -12 13 -14 14 -16 17 -18 -19 19 20 -22 23 -24 -25 25 29 -28 28 -30 -31
leaf_value=2.4554265769438646e-06 -3.9758681284948493e-06 3.2594803198684355e-06 -2.5197923821993065e-06 1.7744419299536253e-06 -9.4842736466023036e-07 6.2409634381310756e-06 -4.5565269687131153e-06 -5.3133080173935139e-06 5.8426116652299246e-06 -2.414849856385055e-06 1.0350071249831673e-06 3.9105743167056063e-06 -2.9563494622379951e-06 2.0704922396022245e-08 -5.8181984328526868e-06 -3.543193229087328e-06 -1.1976544824609024e-05 8.8350110004284947e-06 5.5358834577584115e-06 -5.1235801151960919e-06 -2.9751018801757061e-06 4.1598716831815967e-06 -7.2765071071562888e-06 6.9924869352787163e-06 3.736864219458117e-06 1.6715318704916521e-07 4.3004199568486003e-06 3.6089163999501276e-06 -1.9684613500560643e-06 -3.5055763547484861e-06
leaf_weight=20 22 21 21 37 39 28 20 21 20 28 47 20 25 2233 27 31 21 25 22 20 35 28 23 28 28 107 20 30 35 39
leaf_count=20 22 21 21 37 39 28 20 21 20 28 47 20 25 2233 27 31 21 25 22 20 35 28 23 28 28 107 20 30 35 39
internal_value=0 -1.58341e-08 1.24611e-08 -9.83695e-09 -3.16901e-08 -1.42734e-08 -8.10382e-07 -3.27009e-07 1.35362e-06 -1.3599e-06 -2.52939e-07 3.50431e-08 1.90261e-06 -6.64298e-10 -2.9089e-08 2.8271e-08 -9.10707e-08 5.99388e-07 1.3775e-07 4.12712e-07 1.25919e-07 4.29091e-07 -1.12853e-06 1.29594e-06 5.06319e-07 -8.16086e-08 2.18173e-07 -7.42356e-07 6.05713e-07 -8.13918e-07
internal_weight=0 3101 3079 3058 3021 3000 175 155 59 96 75 2825 53 2772 2752 2725 2254 471 446 415 393 358 128 230 202 174 105 85 65 146
internal_count=3121 3101 3079 3058 3021 3000 175 155 59 96 75 2825 53 2772 2752 2725 2254 471 446 415 393 358 128 230 202 174 105 85 65 146
is_linear=0
shrinkage=0.1


Tree=6701
num_leaves=31
num_cat=0
split_feature=46 453 151 43 2 150 3 49 447 151 448 97 34 34 456 456 1375 130 47 47 9 47 47 52 1 0 43 15 3 1426
split_gain=1.37204e-08 2.08274e-08 1.36661e-08 5.21284e-08 9.22574e-08 1.94803e-07 7.66755e-08 2.59005e-08 1.8829e-08 4.79862e-08 9.5327e-08 2.094e-08 3.49058e-08 2.77425e-08 1.69127e-08 2.82378e-08 6.99121e-08 3.95372e-08 2.77413e-08 1.51762e-07 9.94456e-08 4.29014e-08 2.86522e-08 2.55702e-08 2.20133e-08 5.49538e-08 5.25956e-08 2.23078e-08 2.02068e-08 1.93949e-08
threshold=0.10987500000000001 0.10071000000000001 -0.10737499999999998 -0.085739999999999997 0.087015000000000023 0.10571000000000001 -0.086869999999999989 0.15266500000000002 0.088380000000000014 -0.072119999999999976 -0.068129999999999982 -0.085969999999999977 -0.08786999999999999 -0.081829999999999986 0.091580000000000009 0.08777500000000002 0.08456000000000001 -0.23123999999999997 0.092165000000000011 0.09585500000000001 -0.013509999999999999 0.090100000000000013 0.10094500000000002 -0.0027449999999999996 0.10060500000000001 -0.14226499999999997 -0.011244999999999998 -0.066844999999999988 -0.077354999999999993 -0.080009999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 7 -1 -6 11 10 -10 -4 -13 -14 15 17 -17 -15 20 -20 -19 29 -21 -16 26 -26 -24 28 -27 -22
right_child=-2 -3 8 4 5 -7 -8 -9 9 -11 -12 12 13 14 23 16 -18 18 19 22 21 -23 24 -25 25 27 -28 -29 -30 -31
leaf_value=1.4772806465706318e-06 2.4884853618542286e-06 -3.2342728832190915e-06 -3.0760126130437791e-06 -2.4760620691368888e-06 -1.4402122879175751e-06 1.2677328265908728e-05 -6.0566305468124819e-06 3.4323800718993882e-06 2.4897306702493521e-07 2.4689318111302873e-06 -8.249109693927246e-06 3.2059395380201752e-06 -3.638580448122888e-06 4.3449811853081757e-06 -6.6115325396475831e-07 -5.4880617850964582e-06 1.8400051297486126e-06 6.241362671761845e-06 -8.7618651694198074e-06 2.4481384865366102e-06 2.3656321079417672e-06 -4.5887573651270942e-06 -1.3491895970219047e-07 4.0721721488807821e-06 4.8556664478383033e-06 -4.4330102148457875e-06 -6.315084497795656e-06 1.1944668876688359e-06 -7.2122300258053497e-07 2.673576067745772e-08
leaf_weight=35 22 20 22 27 24 20 22 20 33 21 22 34 21 21 21 30 23 26 23 34 36 20 40 25 20 22 21 34 44 2338
leaf_count=35 22 20 22 27 24 20 22 20 33 21 22 34 21 21 21 30 23 26 23 34 36 20 40 25 20 22 21 34 44 2338
internal_value=0 -1.7673e-08 3.22076e-09 9.40773e-07 2.4261e-06 4.4942e-06 -1.43054e-06 7.74602e-07 -4.41206e-08 -1.59759e-06 -3.15026e-06 -2.76738e-09 2.10983e-08 -1.75886e-08 9.78389e-09 -2.2233e-08 -2.30796e-06 2.29867e-08 -1.116e-08 -1.04132e-06 9.01534e-08 2.33483e-08 -2.15403e-07 1.91131e-06 -7.15737e-07 7.05431e-08 -2.26252e-06 -8.86482e-07 -1.95849e-06 6.22034e-08
internal_weight=0 3099 3079 148 91 64 57 44 2931 76 55 2855 2833 2799 2778 2732 53 2679 2658 238 2420 2394 215 46 181 120 61 100 66 2374
internal_count=3121 3099 3079 148 91 64 57 44 2931 76 55 2855 2833 2799 2778 2732 53 2679 2658 238 2420 2394 215 46 181 120 61 100 66 2374
is_linear=0
shrinkage=0.1


Tree=6702
num_leaves=31
num_cat=0
split_feature=3 1 121 33 42 9 3 10 16 51 2 97 374 131 42 3 43 0 12 12 12 3 4 12 12 3 42 12 12 13
split_gain=1.38933e-08 3.41508e-08 4.06642e-08 2.01587e-08 1.77935e-08 1.93883e-08 8.05092e-08 2.55615e-08 3.76868e-07 2.31443e-07 3.59613e-08 3.31529e-08 2.38005e-08 5.95995e-08 1.49663e-08 6.51576e-08 2.70186e-08 4.04533e-08 2.4697e-08 1.28759e-07 6.51671e-08 7.06874e-08 4.29735e-08 4.12515e-08 1.53473e-07 7.18098e-08 2.6716e-07 5.3978e-08 4.93705e-08 9.01443e-08
threshold=0.63141500000000017 0.16540500000000002 -0.094339999999999993 -0.044254999999999996 -0.23108499999999998 0.091600000000000015 -0.13309499999999996 -0.0093599999999999985 -0.056919999999999991 0.080335000000000018 -0.045829999999999989 -0.079444999999999988 0.085145000000000012 0.088315000000000018 -0.16797499999999996 -0.094874999999999987 -0.50775499999999985 -0.085804999999999979 0.099100000000000008 0.10061500000000002 0.10149500000000002 -0.11171999999999999 -0.020529999999999996 0.096525000000000014 0.096830000000000013 -0.073309999999999986 0.097315000000000026 0.095780000000000018 0.096075000000000008 -0.06977499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 8 9 -6 -9 -12 14 -14 15 -13 17 -16 23 -20 -21 22 -22 27 -25 26 -26 -18 -29 -30
right_child=-2 -3 3 4 5 6 -8 10 -10 -11 11 12 13 -15 16 -17 18 -19 19 20 21 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-4.1087484493829157e-06 -2.4486906973517922e-06 4.1370572603227629e-06 3.1112507182721554e-06 2.3857757601182393e-06 -1.108453580558333e-05 2.1714977209667679e-06 -6.3836299884459638e-06 -3.3766891402109423e-06 9.2163098764486734e-06 2.411904470515462e-06 -3.8724019563315696e-06 2.0703532279433355e-06 -1.1123629954691631e-06 6.3517215858155406e-06 5.8048154039624937e-06 -5.5419053269459887e-06 9.117812354020317e-08 -8.3666988562721865e-08 -6.6416129517593254e-06 4.8335629950694663e-06 -6.680400108675881e-06 9.9364012334667184e-08 -1.0889944113452138e-06 9.9031212857880753e-06 2.5157872125058725e-06 4.9326376156386694e-06 -1.0811881509739796e-05 -6.7952567752356475e-06 -4.8037591534887694e-06 3.9319510246319366e-06
leaf_weight=24 23 20 21 31 24 22 22 32 38 27 22 22 23 20 20 23 2108 28 34 24 27 270 28 20 53 25 21 21 27 21
leaf_count=24 23 20 21 31 24 22 22 32 38 27 22 22 23 20 20 23 2108 28 34 24 27 270 28 20 53 25 21 21 27 21
internal_value=0 1.81753e-08 -8.58805e-09 2.36333e-08 2.25509e-09 -2.23582e-08 -2.10607e-06 8.63677e-09 1.67767e-06 -3.93936e-06 -4.31386e-08 -5.5378e-09 2.46828e-08 2.3593e-06 -1.15325e-08 -1.82036e-06 1.83161e-08 2.36987e-06 -2.38169e-08 -7.67216e-07 -1.94925e-07 -5.6626e-07 -3.83387e-06 1.00191e-07 1.91316e-06 2.99022e-07 -1.26639e-06 1.08983e-09 -2.75117e-06 -9.81886e-07
internal_weight=0 3098 3078 3054 3033 3002 44 2958 89 51 2869 2837 2815 43 2772 45 2727 48 2679 383 349 325 55 2296 119 99 74 2177 69 48
internal_count=3121 3098 3078 3054 3033 3002 44 2958 89 51 2869 2837 2815 43 2772 45 2727 48 2679 383 349 325 55 2296 119 99 74 2177 69 48
is_linear=0
shrinkage=0.1


Tree=6703
num_leaves=31
num_cat=0
split_feature=472 1429 1429 44 1 482 159 52 1 1 40 3 124 16 1 13 13 2 132 1186 2 15 16 15 2 2 1204 52 12 160
split_gain=1.29148e-08 2.3831e-08 1.8212e-08 1.3498e-08 1.64291e-08 2.48282e-08 5.47508e-08 2.74345e-08 2.59199e-08 7.16815e-08 5.05919e-08 4.40904e-08 2.73625e-08 2.34105e-08 2.27812e-08 2.74937e-08 1.93416e-08 1.75796e-08 1.05019e-07 2.93993e-07 1.03692e-07 8.31412e-08 2.18433e-07 1.36794e-07 8.1434e-08 7.16004e-08 1.01798e-07 5.9663e-08 1.76868e-07 7.85305e-08
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 0.087770000000000015 0.12656000000000003 0.089925000000000019 0.10713500000000002 0.08709500000000002 0.13756000000000004 0.13534000000000004 -0.07632499999999999 0.0041950000000000008 -1.0000000180025095e-35 -0.11118499999999999 0.11846000000000002 -0.0060599999999999994 -0.075974999999999987 0.083715000000000026 -0.083284999999999984 0.049580000000000006 0.082850000000000021 -0.10203999999999998 -0.056919999999999991 -0.093959999999999988 0.083865000000000009 0.080205000000000012 -0.016569999999999994 0.4099850000000001 0.094225000000000017 -0.52336499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 14 6 7 8 9 12 -10 -12 -6 -13 17 16 -16 18 -4 20 21 22 -20 -23 -19 26 -25 29 -29 -28
right_child=1 2 3 -5 5 -7 -8 -9 10 -11 11 13 -14 -15 15 -17 -18 24 19 -21 -22 23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-2.3108031086849225e-06 3.2248240704970871e-06 -2.6941285250359216e-06 5.4847879642949965e-06 1.8408411386872103e-06 3.0232735623160677e-06 -3.7127209129021838e-06 3.8647214537945731e-06 -4.3466964846381663e-06 4.7339391244349833e-06 -6.1090914069036783e-06 -4.7318676013219378e-06 3.1680401820188353e-06 -1.5942396553706812e-06 -1.1735066081015517e-06 1.4669014556526842e-06 -1.0189552754652072e-06 5.2304484266972971e-06 -6.0568023439808039e-06 -2.2589756696334007e-06 -1.1221008388030318e-05 5.7500509696082092e-06 -7.8746447591335951e-06 1.0347094740205245e-05 6.8482198230412907e-06 -7.1672403267551795e-08 -4.0650726200633594e-06 6.7006565191718439e-06 -8.9280545208881601e-06 2.3405764424448231e-06 2.7375783509108719e-07
leaf_weight=24 23 25 39 40 21 26 26 22 22 27 20 23 33 27 36 26 22 23 28 22 36 22 27 24 1959 37 20 26 30 385
leaf_count=24 23 25 39 40 21 26 26 22 22 27 20 23 33 27 36 26 22 23 28 22 36 22 27 24 1959 37 20 26 30 385
internal_value=0 1.79024e-08 -6.09218e-09 1.59481e-08 -8.311e-09 -7.89686e-07 -4.45799e-07 -1.02054e-06 -5.97555e-07 -1.90206e-06 5.50973e-07 -7.63673e-07 2.0146e-07 8.23605e-07 6.15657e-08 1.68316e-06 2.89445e-06 1.07017e-08 4.43063e-07 1.43782e-07 5.37523e-07 2.24249e-07 3.92946e-06 -1.50358e-07 -1.41126e-07 1.75187e-07 4.9867e-07 1.68108e-07 -2.89129e-06 5.91136e-07
internal_weight=0 3097 3074 3049 3009 247 221 195 173 81 92 70 54 50 2762 84 58 2678 696 657 635 599 55 544 1982 522 485 461 56 405
internal_count=3121 3097 3074 3049 3009 247 221 195 173 81 92 70 54 50 2762 84 58 2678 696 657 635 599 55 544 1982 522 485 461 56 405
is_linear=0
shrinkage=0.1


Tree=6704
num_leaves=31
num_cat=0
split_feature=1429 156 1426 1428 132 393 1 132 15 1203 0 0 1177 394 129 1184 1427 157 1446 1419 2 1419 1420 12 12 16 482 484 40 1
split_gain=1.50564e-08 3.88061e-08 1.7649e-08 1.60774e-08 1.27723e-08 5.93276e-08 2.89434e-08 3.03967e-08 2.09756e-08 1.4892e-08 2.079e-08 1.64568e-08 1.35565e-08 2.05941e-08 1.95598e-08 3.1989e-08 2.04041e-08 3.16954e-08 1.89845e-08 1.67692e-08 5.19818e-08 3.20762e-08 3.28106e-08 1.87704e-08 1.81151e-07 2.37063e-07 6.66784e-08 6.61265e-08 1.16653e-07 9.85782e-08
threshold=-0.23752499999999996 0.32523500000000005 -0.081389999999999976 0.092095000000000024 -0.083174999999999985 0.12069000000000002 0.088135000000000005 -0.1075 0.092400000000000024 0.086700000000000013 -0.09515499999999999 -0.087414999999999979 -0.083384999999999973 -0.23047999999999996 -0.077709999999999987 0.086750000000000008 0.089335000000000012 -0.076119999999999979 -0.073109999999999994 0.089400000000000021 0.10327000000000001 0.086505000000000012 -0.084814999999999988 0.089570000000000025 0.090165000000000009 -0.07550999999999998 -0.23722499999999996 0.10126500000000001 -0.24452499999999996 0.13743000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 12 8 -8 9 10 -4 -12 -6 -14 -15 16 18 -18 -16 21 -21 22 -20 26 25 -25 -24 28 -26 -30
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 11 -13 13 14 15 -17 17 -19 19 20 -22 -23 23 24 27 -27 -28 -29 29 -31
leaf_value=-2.6068220635848278e-06 -2.4653138791955858e-06 4.4091663153267294e-06 2.4507021766322186e-06 2.3985474568023945e-06 2.3752503125251682e-06 5.3440794978260315e-06 -7.8626515502833178e-07 -5.6148929202622227e-06 -3.0420252100850036e-06 2.8731016504934817e-06 -3.2115497344334258e-06 -5.7757671356739597e-08 -3.1313586944071138e-06 -2.5271732277805846e-06 2.5198368881507939e-06 3.8380194966562573e-06 5.065812958946481e-06 -5.6404970678158866e-07 -4.0896236421872347e-06 -5.7079905036516718e-06 1.4154998490582894e-06 3.6177993586979563e-06 -5.5750464881661498e-06 -5.8657971662580078e-07 7.3864405449471224e-06 1.4625882763539267e-05 -1.5185170967372125e-07 -4.5024847708651621e-06 1.8033479656479668e-07 -6.9267494654923212e-06
leaf_weight=22 29 20 26 28 24 21 32 22 21 20 21 78 21 30 29 22 20 20 20 20 21 24 23 21 22 20 1586 31 807 20
leaf_count=22 29 20 26 28 24 21 32 22 21 20 21 78 21 30 29 22 20 20 20 20 21 24 23 21 22 20 1586 31 807 20
internal_value=0 1.85132e-08 -1.00068e-08 1.33387e-08 -8.76117e-09 4.88443e-08 -7.42446e-07 -2.75348e-06 -8.82523e-08 3.39535e-07 -6.58351e-08 -7.26744e-07 8.85872e-09 -1.1741e-08 1.22034e-08 4.03562e-08 9.22779e-09 2.25088e-06 -2.46853e-08 -5.29037e-08 -2.05937e-06 -2.09436e-08 -5.51906e-08 -2.32978e-08 3.3672e-07 6.83413e-06 -2.29374e-07 3.39998e-08 1.99643e-07 8.45851e-09
internal_weight=0 3099 3079 3050 3022 2802 220 54 166 145 125 99 2781 2757 2736 2706 2684 40 2644 2615 41 2574 2550 2530 921 41 1609 880 849 827
internal_count=3121 3099 3079 3050 3022 2802 220 54 166 145 125 99 2781 2757 2736 2706 2684 40 2644 2615 41 2574 2550 2530 921 41 1609 880 849 827
is_linear=0
shrinkage=0.1


Tree=6705
num_leaves=31
num_cat=0
split_feature=156 474 1204 132 15 1185 50 2 132 400 132 2 480 2 1212 1212 1213 2 1209 1447 401 4 4 2 42 2 160 15 401 1
split_gain=1.4141e-08 1.96399e-08 1.24988e-08 1.27582e-08 3.7201e-07 3.00906e-07 6.67718e-08 1.59009e-08 5.07897e-08 3.00615e-08 1.63377e-08 1.33381e-08 6.62864e-08 5.83512e-08 7.37439e-08 3.16018e-07 2.59431e-07 5.29886e-08 7.23966e-08 5.07406e-08 4.98672e-08 1.23865e-07 6.76773e-08 4.86649e-08 3.10632e-07 1.03991e-07 4.51054e-08 1.63603e-07 3.96095e-08 4.14975e-08
threshold=0.3248100000000001 0.11986500000000001 0.053645000000000005 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.09227500000000001 0.089125000000000024 -0.41094499999999995 -1.0000000180025095e-35 -0.088439999999999977 0.084415000000000004 0.10982000000000001 0.084715000000000013 -0.089544999999999986 -0.070754999999999985 -0.090764999999999985 0.084245000000000014 -0.087714999999999987 0.059120000000000013 0.076195000000000013 -0.083644999999999983 -0.077679999999999985 0.083715000000000026 0.086325000000000013 0.083215000000000011 -0.53327999999999987 0.10347000000000002 -0.46360499999999999 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 7 9 -9 10 -1 12 17 -13 16 -16 -15 18 -7 26 23 -22 -23 25 -25 28 27 -17 -20 -30
right_child=-2 -3 -4 5 -6 11 -8 8 -10 -11 -12 13 -14 14 15 19 -18 -19 20 -21 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=2.3241000943942583e-06 -2.4704120377187477e-06 3.0661198642129807e-06 2.028706670671454e-06 -1.2002526879465829e-05 1.3684973705494487e-05 6.2924830871224916e-06 -5.4906070545257542e-06 5.3150466252797436e-06 -8.7315337269602541e-07 -3.3265461668937254e-06 -8.5933783530459834e-07 -4.3022424199879232e-06 -5.353188009848964e-06 -7.7328440497962329e-07 -1.2685488878787509e-05 1.4172210789809016e-06 1.2433058868412316e-05 5.5574904172317482e-06 -3.8027712483718849e-06 4.0319062084866653e-06 -8.3508143293527066e-06 3.9014736898934643e-06 -2.5777445737156468e-06 3.8636303512165883e-06 -1.127532740729689e-05 7.0425188532681211e-06 -2.8521126592334595e-08 -1.0112191158526685e-05 -3.2205177367367741e-07 1.3276636952093539e-06
leaf_weight=28 23 21 30 21 20 20 25 21 36 30 38 33 20 51 20 32 21 20 21 30 23 28 38 33 23 25 1749 20 269 352
leaf_count=28 23 21 30 21 20 20 25 21 36 30 38 33 20 51 20 32 21 20 21 30 23 28 38 33 23 25 1749 20 269 352
internal_value=0 1.83417e-08 -2.45886e-09 -2.24572e-08 7.53739e-07 -7.64013e-08 -6.99209e-07 8.36996e-08 1.40671e-06 -7.01838e-07 4.91212e-07 1.2159e-08 3.37422e-07 -1.32846e-07 -6.12959e-08 -1.8343e-07 3.07857e-06 4.71004e-07 3.48733e-07 -4.687e-08 2.02335e-07 -2.03126e-06 1.71015e-07 4.77286e-07 -2.35416e-06 7.15008e-07 -1.14812e-07 -3.01717e-06 4.6861e-07 6.13053e-07
internal_weight=0 3098 3077 3047 198 2849 178 153 57 96 66 2828 872 1956 1923 1851 72 852 832 1831 812 89 66 723 56 667 1801 52 642 621
internal_count=3121 3098 3077 3047 198 2849 178 153 57 96 66 2828 872 1956 1923 1851 72 852 832 1831 812 89 66 723 56 667 1801 52 642 621
is_linear=0
shrinkage=0.1


Tree=6706
num_leaves=31
num_cat=0
split_feature=132 399 1203 1429 156 1425 11 390 133 1186 12 15 15 48 484 10 2 1 1 2 160 15 151 49 4 16 1 474 16 4
split_gain=1.33927e-08 6.5232e-08 5.14028e-08 1.37465e-08 3.54451e-08 1.64868e-08 1.30079e-08 1.26573e-08 3.34981e-08 1.47676e-08 7.51472e-08 1.59738e-08 1.19058e-07 1.55182e-07 3.89237e-08 1.07923e-07 9.92651e-08 3.95235e-08 3.89932e-07 3.21262e-07 2.61058e-07 8.42128e-08 1.20878e-07 1.1911e-07 8.40819e-08 7.36812e-08 5.20082e-08 7.62942e-08 4.73283e-08 5.6658e-08
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 -0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.072629999999999986 0.087590000000000015 -0.089569999999999983 0.057025000000000006 0.089005000000000015 -0.088749999999999982 -0.090644999999999989 0.086910000000000015 0.10126500000000001 -0.38124499999999995 0.15109000000000003 0.092695000000000013 0.096475000000000019 0.084305000000000005 -1.0000000180025095e-35 -0.092489999999999989 -0.088279999999999983 -0.0087849999999999977 -0.0073899999999999999 -0.07550999999999998 0.10022000000000002 0.096025000000000013 -0.018494999999999998 0.00063500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 -5 9 -9 11 -11 12 14 -14 15 -8 17 19 -19 20 -17 22 -21 -24 -25 -26 -20 28 29 -28
right_child=1 -3 -4 4 -6 -7 7 8 -10 10 -12 -13 13 -15 -16 16 -18 18 26 21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-2.6689749499466269e-07 -2.6105933488906887e-06 4.1725294960913649e-06 -5.5889289137667225e-06 -2.4665209177025346e-06 4.2152911851189859e-06 -2.6192116896102866e-06 7.382706196494838e-06 4.691574177968505e-06 -1.0961814223264809e-06 8.9936613564035256e-07 -6.398613195523511e-06 1.8820145188951432e-07 -3.6868407684258794e-07 -1.190180361390958e-05 -3.4751240022042993e-06 -1.0907023027227428e-06 -6.6775202438665561e-06 1.2186712032351872e-05 -4.9612839228800682e-06 5.5758946757578087e-06 -1.7054472010613608e-05 5.4964314315952835e-06 -6.9567772341323356e-06 5.342254335118924e-06 3.0271590308724891e-07 -5.9799634129831251e-06 5.3702944720157577e-06 5.849274225511181e-06 -3.4456789984460557e-06 -2.2673651283930767e-07
leaf_weight=196 20 38 20 21 20 24 20 20 20 43 21 1970 28 20 31 21 22 28 21 32 20 32 29 25 84 24 20 22 40 189
leaf_count=196 20 38 20 21 20 24 20 20 20 43 21 1970 28 20 31 21 22 28 21 32 20 32 29 25 84 24 20 22 40 189
internal_value=0 5.64919e-08 -7.59678e-07 1.93678e-09 2.02896e-08 -9.38847e-09 1.29575e-08 3.16739e-08 1.7977e-06 5.91136e-09 -1.49528e-06 4.17876e-08 -3.65607e-07 -5.17415e-06 -1.58948e-08 1.54592e-07 -8.27846e-08 1.64378e-07 9.13908e-07 -7.33936e-07 -8.87791e-06 7.4351e-07 -4.0477e-08 -1.14988e-06 1.16281e-07 -1.09344e-06 -1.67046e-07 2.04463e-07 -2.94275e-07 3.08865e-07
internal_weight=0 2905 216 2867 2847 2827 2803 2782 40 2742 64 2678 708 48 660 629 609 587 320 267 41 226 194 162 133 108 292 271 249 209
internal_count=3121 2905 216 2867 2847 2827 2803 2782 40 2742 64 2678 708 48 660 629 609 587 320 267 41 226 194 162 133 108 292 271 249 209
is_linear=0
shrinkage=0.1


Tree=6707
num_leaves=31
num_cat=0
split_feature=156 472 1452 158 1455 1456 1455 483 42 42 482 484 483 13 33 34 15 52 479 42 52 34 3 0 402 11 52 13 2 2
split_gain=1.51352e-08 1.855e-08 1.3463e-08 1.31243e-08 1.45771e-08 8.43509e-08 6.26694e-08 2.03966e-08 7.37497e-08 4.23979e-08 3.29769e-08 1.9996e-08 1.75142e-08 2.98878e-08 2.08279e-08 1.82436e-08 1.71151e-08 6.02726e-08 3.7866e-08 3.36597e-08 2.11626e-08 1.82871e-08 1.71666e-08 5.71189e-08 3.28396e-08 3.78421e-08 6.9544e-08 9.50126e-08 4.38827e-08 8.00307e-08
threshold=0.3248100000000001 -0.097514999999999977 -0.073879999999999987 -0.47287499999999999 -0.097209999999999977 -0.23007499999999997 -0.072959999999999983 0.10143000000000001 0.22070000000000004 0.093775000000000011 0.087870000000000018 -0.053834999999999994 0.095085000000000017 -0.080759999999999985 -0.0066799999999999993 -0.112215 0.12044500000000001 0.17829500000000004 0.11198500000000002 0.14351000000000003 1.0000000180025095e-35 -0.085114999999999982 -0.097174999999999984 0.10455500000000001 0.087880000000000014 0.081365000000000007 -0.010034999999999999 -1.0000000180025095e-35 0.097070000000000004 0.080205000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6 8 12 11 -11 -9 14 -14 -8 -16 18 20 19 21 -18 -17 24 -24 25 26 -23 -28 29 -27
right_child=-2 2 3 4 6 -7 7 9 -10 10 -12 -13 13 -15 15 16 17 -19 -20 -21 -22 22 23 -25 -26 28 27 -29 -30 -31
leaf_value=3.0546109564966174e-06 -2.5557916002150669e-06 2.1436940269738664e-06 -1.9464469187369105e-06 2.4492101503078037e-06 4.1752129454329813e-06 -6.2119480473137919e-06 2.5976147001881234e-06 -1.3294067677804833e-06 5.9325063873638141e-06 -1.2594042630098557e-06 -6.7574784463886323e-06 2.2792777619835243e-06 2.7321756519427253e-07 -4.3414415918050509e-06 -2.9452050667156896e-06 2.8377587202909206e-06 7.3480396904583532e-07 4.7350569703292639e-06 -4.2673224752001082e-06 -3.8119847975236632e-06 -2.9446469562024259e-06 -3.6206311315734041e-07 -4.5094902116603849e-08 -4.5135995668684262e-06 -2.2139400334401365e-06 1.5545339101663561e-06 7.3172819031405646e-06 1.4274894056452171e-06 8.9802850232422036e-07 -7.0948209631059513e-06
leaf_weight=20 23 29 35 23 36 22 31 34 21 24 20 28 32 25 21 23 54 34 21 23 22 96 2105 29 37 20 39 92 79 23
leaf_count=20 23 29 35 23 36 22 31 34 21 24 20 28 32 25 21 23 54 34 21 23 22 96 2105 29 37 20 39 92 79 23
internal_value=0 1.8965e-08 -7.59803e-10 -2.11564e-08 1.20101e-09 -1.78513e-06 2.82758e-08 -2.26242e-08 2.84395e-08 -1.38448e-06 -3.75853e-06 3.00322e-07 -1.57463e-08 -1.75076e-06 2.02288e-08 -9.16744e-09 1.36938e-08 1.23536e-06 -3.82516e-08 -3.64113e-09 -3.303e-07 3.08032e-08 5.18416e-09 -1.0582e-07 6.18868e-07 9.19195e-07 1.68258e-06 3.18094e-06 -5.01196e-07 -3.07187e-06
internal_weight=0 3098 3078 3049 3014 45 2969 2933 2827 106 44 62 2806 57 2749 2718 2697 110 2587 2566 76 2543 2520 2134 386 349 227 131 122 43
internal_count=3121 3098 3078 3049 3014 45 2969 2933 2827 106 44 62 2806 57 2749 2718 2697 110 2587 2566 76 2543 2520 2134 386 349 227 131 122 43
is_linear=0
shrinkage=0.1


Tree=6708
num_leaves=31
num_cat=0
split_feature=1420 157 474 0 1429 474 1429 12 155 1447 3 43 472 1447 160 1456 1456 158 475 475 15 3 475 475 475 157 16 2 475 157
split_gain=1.29755e-08 3.81847e-08 1.29968e-08 3.85197e-08 1.35281e-08 8.40796e-08 1.14408e-07 3.83836e-08 2.20254e-08 1.62289e-08 4.38478e-08 6.71492e-08 3.9473e-08 2.61332e-08 1.993e-08 2.04042e-08 2.03471e-08 2.45749e-08 2.15302e-08 1.05404e-07 1.02206e-07 4.50412e-08 2.1803e-08 3.77293e-08 2.11154e-08 2.3535e-08 5.83391e-08 9.09488e-08 3.75002e-08 3.19007e-08
threshold=0.056520000000000008 0.63397500000000007 -0.090834999999999985 -0.087794999999999998 -0.012159999999999999 0.091180000000000011 -0.081234999999999988 0.085700000000000012 0.11562500000000002 -0.086849999999999997 -0.085784999999999986 -0.080084999999999976 -0.082054999999999975 -0.086254999999999984 -0.55323499999999981 -0.23007499999999997 -0.090954999999999994 -0.47287499999999999 -0.086279999999999982 -0.085669999999999982 -0.015039999999999998 -0.085709999999999995 -0.08483499999999998 -0.084144999999999984 0.058495000000000012 -0.08266999999999998 -0.015314999999999997 0.088475000000000012 -0.08230999999999998 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4 9 10 -6 -12 -11 -14 -15 -16 -17 -18 20 -20 -19 -22 -21 -24 25 26 -25 -28 -27 -30
right_child=-2 -3 4 -5 8 -7 -8 -9 -10 12 11 -13 13 14 15 16 17 18 19 22 21 -23 23 24 -26 28 27 -29 29 -31
leaf_value=2.0291230612201615e-06 -2.3664203719976208e-06 4.3729258322855456e-06 -2.7682255511701275e-06 -3.4179469692488159e-06 -2.3181425686661068e-06 -3.3605543727578062e-06 9.014465238330808e-06 2.9071631064862931e-06 -3.1038067074563438e-06 -3.8410555311606416e-06 7.3986481895969659e-06 1.6511231568515405e-07 3.2195918174693362e-06 -2.5915896746179596e-06 2.0883033515850041e-06 -2.4665313383272461e-06 -3.1901089793488304e-06 -7.7008246989862534e-06 7.3000543920898053e-06 -3.0529185017297529e-06 4.1070312973219684e-06 -2.44994317426972e-06 3.8296786564947422e-06 1.7935238262604496e-06 2.8355696713333602e-06 4.3395376894750368e-06 -9.0214395868315474e-06 -3.7200248868426542e-07 -3.2490498324477815e-06 3.2620032196496517e-08
leaf_weight=20 23 20 22 37 22 29 22 26 23 27 21 33 25 30 46 34 24 20 20 23 22 20 26 30 26 20 20 31 30 2349
leaf_count=20 23 20 22 37 22 29 22 26 23 27 21 33 25 30 46 34 24 20 20 23 22 20 26 30 26 20 20 31 30 2349
internal_value=0 1.75717e-08 -1.07282e-08 -1.50669e-06 1.74976e-08 1.16715e-06 3.04291e-06 3.05943e-07 -2.14535e-08 3.00116e-09 1.44502e-06 2.97815e-06 -3.58203e-08 9.25497e-10 -2.81134e-08 -5.63359e-11 -3.57018e-08 -4.64273e-09 2.4349e-08 6.8687e-08 -1.81711e-06 9.84663e-07 1.20814e-08 3.9923e-08 6.03899e-10 -2.91175e-08 -1.70562e-06 -3.76394e-06 2.7488e-08 -8.76294e-09
internal_weight=0 3098 3078 57 3021 99 70 48 2922 2899 76 54 2823 2796 2771 2741 2695 2661 2637 2575 62 42 2555 2532 2506 2480 81 51 2399 2379
internal_count=3121 3098 3078 57 3021 99 70 48 2922 2899 76 54 2823 2796 2771 2741 2695 2661 2637 2575 62 42 2555 2532 2506 2480 81 51 2399 2379
is_linear=0
shrinkage=0.1


Tree=6709
num_leaves=31
num_cat=0
split_feature=12 130 10 0 0 52 34 9 34 9 2 1 3 0 150 472 150 50 4 48 4 48 13 151 15 1429 11 475 15 1
split_gain=1.27579e-08 2.57371e-08 1.36195e-08 2.07569e-07 1.82543e-07 4.0681e-08 1.59247e-08 3.51832e-08 5.66689e-08 1.87203e-08 3.49528e-08 3.44672e-08 1.48173e-08 6.48394e-08 6.18506e-08 5.89349e-08 5.56695e-08 4.44972e-08 4.17531e-08 2.78747e-08 1.55117e-07 6.82371e-08 2.75044e-08 2.72587e-08 6.03437e-08 2.3613e-08 2.64839e-08 3.0527e-08 2.23084e-08 2.09e-08
threshold=0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.084804999999999978 -1.0000000180025095e-35 -0.097449999999999981 -0.085744999999999988 -0.057544999999999992 0.088235000000000022 -1.0000000180025095e-35 0.12000500000000001 0.11658 -0.040504999999999992 0.11235000000000002 -0.38234499999999999 0.08882000000000001 0.091320000000000012 0.00063500000000000004 -0.074214999999999989 -0.0057249999999999992 -0.024949999999999996 -0.17933499999999997 -0.091299999999999978 -0.0079099999999999986 -0.23587499999999997 0.095720000000000013 0.093020000000000005 -0.18895499999999996 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -4 -8 -9 10 -10 -11 15 14 16 -12 17 18 -14 20 23 -21 -23 -17 -25 -24 27 29 -20 -27
right_child=-2 2 6 4 5 -7 7 8 9 11 12 -13 13 -15 -16 19 -18 -19 28 21 -22 22 25 24 -26 26 -28 -29 -30 -31
leaf_value=3.0913728435448493e-06 -2.3464899819057042e-06 -9.3087262200697296e-06 2.7108503796956608e-06 8.3935368547827248e-06 9.2837002572004599e-08 -5.4790568447060658e-06 -3.8027810627265048e-06 5.3464639370304215e-06 3.686457991464592e-06 -5.1078024085882134e-06 -5.0988577393819353e-06 5.1313609787939647e-07 5.0440304908945462e-06 5.4937044928657577e-06 4.0829475040027324e-06 -2.1945966562952891e-06 -5.1739887055646253e-06 -3.7877373534169948e-06 1.6007004574389982e-06 5.5923966680314734e-06 -8.2620000490589538e-06 -3.3703373162552453e-06 3.2205467969897256e-06 6.1571572673745404e-06 -1.1830294492180353e-06 1.5721665850753169e-07 -2.6537354754792264e-06 3.5907796359424541e-06 -2.0359943630043538e-06 -5.7361157005325893e-07
leaf_weight=27 23 24 22 25 38 20 24 20 26 20 23 24 21 26 32 20 24 23 37 22 26 24 23 21 24 1897 37 24 31 493
leaf_count=27 23 24 22 25 38 20 24 20 26 20 23 24 21 26 32 20 24 23 37 22 26 24 23 21 24 1897 37 24 31 493
internal_value=0 1.74209e-08 -9.60506e-09 -1.11798e-06 1.25042e-06 -1.82851e-06 3.04073e-08 1.03632e-08 4.17256e-08 5.11592e-09 3.66737e-08 -2.04184e-06 3.11839e-09 8.46555e-07 1.27353e-07 -5.90026e-08 -8.03375e-07 1.33185e-07 1.14646e-06 -1.46071e-08 -1.73403e-06 4.7483e-08 -1.35129e-09 8.77164e-07 2.24239e-06 3.13309e-08 1.40351e-09 4.20995e-08 -5.72045e-08 6.46422e-09
internal_weight=0 3098 3071 107 83 58 2964 2942 2918 2898 2854 44 2828 194 168 2634 136 112 89 2611 91 2520 2498 65 45 2474 2451 2414 68 2390
internal_count=3121 3098 3071 107 83 58 2964 2942 2918 2898 2854 44 2828 194 168 2634 136 112 89 2611 91 2520 2498 65 45 2474 2451 2414 68 2390
is_linear=0
shrinkage=0.1


Tree=6710
num_leaves=31
num_cat=0
split_feature=1429 156 1426 1428 1429 475 1429 1447 3 1456 1429 475 49 13 151 13 160 471 157 133 13 45 11 33 3 12 4 9 3 13
split_gain=1.3637e-08 4.14928e-08 1.46159e-08 1.3641e-08 2.74269e-08 4.80553e-08 1.41629e-08 1.33322e-08 3.63503e-08 6.05412e-08 2.4323e-08 1.01399e-07 3.11541e-07 1.13317e-07 6.19929e-08 4.24454e-08 3.18175e-08 3.15154e-08 2.7825e-08 8.42069e-08 2.21257e-08 2.5394e-08 9.12677e-08 3.22664e-08 2.06432e-08 1.77718e-08 4.40219e-08 1.84743e-08 2.46577e-08 1.85908e-08
threshold=-0.23752499999999996 0.32523500000000005 -0.081389999999999976 -0.071779999999999997 -0.060529999999999994 -0.011519999999999997 -0.0091699999999999993 -0.086849999999999997 -0.085784999999999986 0.049215000000000002 0.083715000000000026 -0.085774999999999976 0.085805000000000006 -0.086134999999999975 -0.54526999999999981 -0.082574999999999982 -0.082459999999999992 0.091465000000000005 -0.06482499999999998 0.087720000000000006 -0.53104499999999988 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 -0.13309499999999996 0.23631000000000002 0.63113500000000011 0.088235000000000022 -0.082689999999999986 -0.16152999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -6 8 -8 -10 14 12 24 -13 -9 16 -15 20 19 -17 -16 22 -22 -24 -12 26 27 29 -29 -25
right_child=1 -3 3 4 6 -7 7 10 9 -11 11 13 -14 15 17 18 -18 -19 -20 -21 21 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=-2.4809199632355479e-06 -2.2462713939697505e-06 4.5577112479122666e-06 -2.5936692009054243e-06 -7.8241606467560381e-07 -2.5986184135988533e-06 5.6818901883992161e-06 -2.1114481734746899e-06 5.6082166349824557e-06 1.4278056722820807e-07 7.0765251916782298e-06 2.2715432082391502e-06 5.5058003688239246e-06 -1.4741256673005409e-05 -1.1648713861437242e-06 2.6869303216396173e-06 -1.1140681200483046e-06 -6.3871486941025071e-06 3.7049473462502647e-06 -2.6968841706073602e-06 6.2702434374643973e-06 6.5517521090355113e-06 -3.2161746066776689e-06 -3.5727182902379495e-06 -1.3743882101752098e-06 -1.76136380787284e-06 -2.928420717364047e-06 4.2549677990185353e-06 -2.801978923897601e-07 4.4592670931143365e-06 -2.5935491342684683e-08
leaf_weight=22 29 20 20 23 21 23 22 20 34 20 22 34 20 28 30 47 20 23 23 23 21 25 26 107 30 21 24 23 21 2299
leaf_count=22 29 20 20 23 21 23 22 20 34 20 22 34 20 28 30 47 20 23 23 23 21 25 26 107 30 21 24 23 21 2299
internal_value=0 1.76108e-08 -1.18799e-08 9.36509e-09 2.65468e-08 2.44974e-06 -1.0808e-08 7.5329e-09 1.31491e-06 2.71083e-06 -2.68837e-08 -9.75823e-07 -4.13461e-06 3.23794e-07 6.18996e-08 -9.25768e-07 -3.34082e-06 1.95613e-08 3.2071e-07 1.31221e-06 -1.30778e-08 -4.46323e-08 -1.34409e-08 -6.81291e-08 -5.51339e-08 -3.16083e-08 -7.01938e-09 -4.87695e-08 1.98182e-06 -8.59041e-08
internal_weight=0 3099 3079 3050 3030 46 2984 2963 76 54 2887 247 72 175 2640 141 48 2620 93 70 2597 2567 2542 2521 52 2495 2474 2450 44 2406
internal_count=3121 3099 3079 3050 3030 46 2984 2963 76 54 2887 247 72 175 2640 141 48 2620 93 70 2597 2567 2542 2521 52 2495 2474 2450 44 2406
is_linear=0
shrinkage=0.1


Tree=6711
num_leaves=31
num_cat=0
split_feature=11 45 46 1429 156 104 2 1456 132 12 1204 1453 403 133 130 2 483 15 15 1 1 1 12 1 4 402 133 0 403 480
split_gain=1.71277e-08 1.55268e-08 4.983e-08 3.55853e-08 3.35631e-08 1.53166e-08 1.74114e-08 9.55815e-08 8.65467e-08 3.71334e-07 2.64354e-07 7.03573e-08 6.00791e-08 9.80832e-08 5.57555e-08 5.1854e-08 5.88581e-08 6.32855e-08 9.3385e-08 6.96165e-08 4.84138e-07 3.01787e-07 2.24925e-07 7.70657e-08 7.00428e-08 1.83395e-07 8.94575e-08 5.66227e-08 4.80719e-08 4.32231e-08
threshold=-0.072629999999999986 0.084355000000000013 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.088500000000000009 0.083715000000000026 0.061930000000000006 -0.083284999999999984 0.091545000000000015 -0.081079999999999985 -0.079219999999999985 -0.54856499999999986 0.40304500000000004 0.0043850000000000009 0.082275000000000015 -0.021199999999999997 0.11842000000000001 0.11461000000000002 0.093700000000000019 0.092695000000000013 0.091535000000000019 0.080890000000000017 0.094715000000000008 -0.083644999999999983 0.10708500000000001 0.09635500000000001 -0.07929499999999999 -0.5335399999999999 0.11191000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 9 -5 -10 -12 13 -8 15 16 -13 18 19 20 21 22 -18 -21 26 27 -24 -26 -14 -30
right_child=1 2 -4 4 -6 -7 12 -9 10 -11 11 14 28 -15 -16 -17 17 -19 -20 23 -22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=-2.8462593675049861e-06 -4.2130792462558021e-06 5.6161574420343642e-06 -9.1924239232607122e-07 -3.4365635236519246e-06 4.1019401987796303e-06 -2.6994021649919715e-06 -8.9288529352415935e-06 7.2320209278586853e-06 -1.0351011837883561e-05 1.4687668469122175e-05 6.1648196935948365e-06 -3.649370893598596e-06 4.384935694664213e-06 9.748457193836658e-07 5.1058606655632587e-06 -4.2231126241988803e-06 1.1552885086985044e-05 -3.8560202900346976e-06 7.3603657438070519e-06 -6.2536677077055774e-06 1.4801563705987063e-05 -9.5749477590548595e-06 -8.0320282745560689e-06 -2.1360669303305055e-07 1.0987085403140434e-06 1.0377161365795474e-05 1.0235051746576573e-06 -3.9659657532966881e-06 -1.7475105158661915e-07 3.3689559729412266e-06
leaf_weight=21 20 20 28 26 20 21 20 20 24 20 20 38 24 20 22 28 20 33 20 23 25 28 20 259 121 20 24 27 2074 35
leaf_count=21 20 20 28 26 20 21 20 20 24 20 20 38 24 20 22 28 20 33 20 23 25 28 20 259 121 20 24 27 2074 35
internal_value=0 1.92777e-08 1.80384e-06 -8.78878e-09 1.8944e-08 -8.16752e-09 1.07278e-08 4.03972e-07 2.32843e-07 4.44354e-06 -2.47265e-08 3.157e-07 -1.37304e-07 -3.977e-06 1.50471e-07 -8.44809e-09 1.70899e-07 4.05045e-07 6.44594e-07 4.07706e-07 1.50992e-06 2.31879e-07 1.41546e-06 -7.06236e-07 4.59101e-07 1.38932e-06 -3.09265e-06 1.74748e-07 -6.52985e-08 -1.15941e-07
internal_weight=0 3100 48 3052 3032 3012 2991 818 798 46 752 728 2173 40 708 686 658 620 587 567 285 260 232 282 212 168 44 148 2133 2109
internal_count=3121 3100 48 3052 3032 3012 2991 818 798 46 752 728 2173 40 708 686 658 620 587 567 285 260 232 282 212 168 44 148 2133 2109
is_linear=0
shrinkage=0.1


Tree=6712
num_leaves=31
num_cat=0
split_feature=1212 16 0 1212 1212 12 1209 1209 1212 1212 402 128 128 16 3 132 1 1204 394 132 401 1211 402 128 128 402 133 401 390 394
split_gain=1.42038e-08 6.93514e-08 8.98624e-08 2.94939e-08 2.60137e-08 1.80009e-07 1.97612e-08 5.01646e-08 2.44544e-08 1.61938e-08 1.62209e-08 1.5308e-08 2.87004e-08 2.52651e-08 4.63474e-08 2.34918e-08 3.58063e-07 1.87009e-07 6.60168e-08 5.00611e-08 2.27932e-08 6.25767e-08 3.7148e-08 1.51569e-08 3.8325e-08 1.54905e-08 4.88409e-08 1.87439e-08 3.25903e-08 1.66623e-08
threshold=-0.09083999999999999 -0.092484999999999984 -0.086729999999999988 -0.21859999999999999 -0.069964999999999986 0.088245000000000004 -0.084519999999999984 -0.067109999999999989 -0.040879999999999993 -0.41556999999999994 0.12527000000000002 0.10979500000000002 0.104145 -0.065229999999999996 -0.080104999999999996 -0.083284999999999984 0.089475000000000013 -0.082199999999999981 0.0041850000000000004 -0.037359999999999997 -0.078179999999999986 0.11671000000000002 -0.43418999999999991 0.10091000000000001 0.09445000000000002 0.113945 -0.040449999999999993 0.09530000000000001 0.088375000000000023 -0.093064999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 9 5 -2 -6 -8 -9 10 -4 12 15 14 -13 16 18 -17 -10 -19 21 -21 -22 24 25 27 -27 28 29 -24
right_child=4 2 3 -5 6 -7 7 8 11 -11 -12 13 -14 -15 -16 17 -18 19 -20 20 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.2435861592433258e-06 -3.3701803204166937e-06 6.2391975870923496e-06 5.6664911347109841e-07 -4.5689857415709413e-06 -2.4260623318337881e-06 8.7747214721552467e-06 4.7919212880225878e-06 -3.4860107916756536e-06 1.2600495333398063e-07 2.1071493219573139e-06 -3.2774176188035026e-06 -3.5317679055424379e-06 3.08317940732283e-06 -4.3519076316875901e-06 3.1945899709604597e-06 -7.0176801525621476e-06 1.1989794317147384e-05 4.6939077576454393e-06 -5.8952319520921307e-06 5.2171883351905184e-06 -3.8697679428878478e-06 -2.106551668248358e-06 -2.9265812690937312e-06 -2.670413813835434e-06 3.9228817440744025e-06 4.6625370992741793e-06 -1.9105485078796395e-06 -2.5318533820003116e-06 3.8144315526138104e-06 -2.7613242853563146e-08
leaf_weight=30 26 20 23 20 33 23 22 20 137 21 21 20 31 21 21 38 26 23 21 28 25 20 20 21 25 26 20 30 22 2287
leaf_count=30 26 20 23 20 33 23 22 20 137 21 21 20 31 21 21 38 26 23 21 28 25 20 20 21 25 26 20 30 22 2287
internal_value=0 -1.0033e-06 2.08205e-07 -1.21085e-06 4.53631e-08 2.33049e-06 7.23874e-09 3.48899e-08 -1.42332e-09 -1.7758e-07 -1.26802e-06 2.29274e-08 5.73419e-08 -1.53127e-06 -8.65602e-08 2.34665e-08 1.1152e-06 -5.42432e-08 -6.74286e-07 4.96478e-08 7.32693e-09 2.16563e-06 -3.45142e-08 4.60511e-09 2.77226e-08 -1.27677e-08 1.80467e-06 -4.82074e-08 -1.62154e-08 -5.27452e-08
internal_weight=0 135 105 85 2986 49 2937 2904 2882 65 44 2862 2800 62 41 2769 184 2585 158 2547 2524 48 2476 2451 2430 2405 46 2359 2329 2307
internal_count=3121 135 105 85 2986 49 2937 2904 2882 65 44 2862 2800 62 41 2769 184 2585 158 2547 2524 48 2476 2451 2430 2405 46 2359 2329 2307
is_linear=0
shrinkage=0.1


Tree=6713
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1 1201 156 472 11 45 49 49 133 43 50 160 2 133 49 3 49 12 472 471 156 158 1456 1452 12 15 3
split_gain=1.51734e-08 5.8962e-08 4.06367e-08 2.79519e-08 1.77727e-08 1.4009e-08 2.31547e-08 1.36385e-08 1.30409e-08 1.82408e-08 5.42572e-08 4.25535e-08 1.08109e-07 1.38118e-07 1.43128e-07 1.42851e-07 7.3918e-08 4.20437e-08 6.19595e-08 6.09007e-08 5.97888e-08 3.98532e-08 4.7773e-08 3.23885e-08 3.16273e-08 3.10819e-08 3.01438e-08 6.74605e-08 2.63675e-08 5.5398e-08
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 0.09202500000000001 -0.08261499999999998 0.3248100000000001 -0.095174999999999996 -0.072629999999999986 0.084355000000000013 0.096415000000000015 0.092975000000000016 0.089595000000000022 -0.095049999999999982 -0.099524999999999988 -0.085764999999999994 0.10327000000000001 0.085760000000000017 0.088930000000000009 -0.081459999999999991 0.08610000000000001 0.085325000000000012 -0.072204999999999978 0.087850000000000011 0.084715000000000013 0.083065000000000014 0.10959500000000001 0.088500000000000009 0.083815000000000014 -0.09551999999999998 0.11924500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 -6 -8 9 10 17 16 -13 -14 -15 -16 23 19 -19 21 -21 22 -9 24 28 26 -23 -28 29 -11
right_child=1 4 -4 -5 5 -7 7 8 -10 11 -12 12 13 14 15 -17 -18 18 -20 20 -22 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.9598839110290811e-07 5.2174415941408371e-06 2.9193097978869837e-06 -5.1024496224272301e-06 -2.8880665291176736e-06 2.989950728358683e-06 -2.4585374099526397e-06 -2.5469474513513327e-06 -6.264462707473617e-06 1.6626998739837367e-06 -4.8240440764168326e-06 3.930146082768241e-06 -8.6545120363249836e-06 5.2665445212239448e-06 4.6851327573449461e-06 -9.6904822683110545e-06 -6.4082542431188407e-07 4.2032211940510789e-06 -6.6645202482702544e-06 3.9854493294384428e-07 2.0126986505096689e-07 6.9879859529464735e-06 4.2210455421611167e-08 4.8842415822036856e-07 -3.8056432328760694e-06 3.4960611996904757e-06 -3.084169393039173e-06 -1.8325985384611462e-06 4.9748314489300574e-06 1.1838801756880459e-06 1.4902086705070873e-06
leaf_weight=160 22 21 20 36 26 23 21 22 47 33 36 21 28 20 33 37 38 23 27 27 25 2150 20 28 21 31 24 37 40 24
leaf_count=160 22 21 20 36 26 23 21 22 47 33 36 21 28 20 33 37 38 23 27 27 25 2150 20 28 21 31 24 37 40 24
internal_value=0 6.0121e-08 -8.08617e-07 -3.70471e-07 2.07658e-08 -5.02319e-10 1.94113e-08 -8.04479e-09 1.10515e-08 -1.7228e-08 7.69099e-08 -7.23117e-07 -2.04371e-06 -8.67208e-07 -2.77549e-06 -4.90709e-06 2.74502e-07 1.87723e-08 -2.85047e-06 8.01857e-08 3.46411e-06 3.14358e-09 -3.0488e-06 -7.48041e-07 -2.25081e-08 6.03165e-08 1.04405e-07 2.2965e-06 -7.8426e-07 -2.16541e-06
internal_weight=0 2905 216 196 2883 2862 2839 2813 2792 2745 2422 323 139 118 90 70 184 2386 50 2336 52 2284 42 146 118 2242 2211 61 97 57
internal_count=3121 2905 216 196 2883 2862 2839 2813 2792 2745 2422 323 139 118 90 70 184 2386 50 2336 52 2284 42 146 118 2242 2211 61 97 57
is_linear=0
shrinkage=0.1


Tree=6714
num_leaves=31
num_cat=0
split_feature=401 1212 3 0 1212 1211 1210 15 401 401 1209 2 1209 401 3 1208 1210 1209 1209 1210 1210 1200 1203 1186 1183 3 3 12 4 0
split_gain=1.27515e-08 1.52771e-08 8.54744e-08 4.41732e-08 1.97471e-08 4.33661e-08 1.32436e-08 3.76826e-08 1.86548e-08 2.08447e-08 1.83213e-08 1.72736e-07 3.43053e-08 3.01034e-08 7.77573e-08 1.99912e-08 5.16237e-08 2.1517e-08 2.75925e-08 3.22862e-08 2.47195e-08 1.72739e-08 2.26705e-08 2.14806e-08 1.15848e-08 1.25403e-08 5.41219e-08 1.28221e-07 6.85489e-08 4.46641e-08
threshold=0.13837000000000002 0.12472500000000002 -0.077354999999999993 -0.075934999999999989 0.11660500000000001 0.11301500000000002 0.0028200000000000005 0.090455000000000021 0.11916500000000001 0.11444000000000001 -0.084519999999999984 0.080205000000000012 -0.067109999999999989 -0.099524999999999988 -0.077104999999999993 0.098500000000000018 -0.13847499999999999 0.092680000000000026 0.088060000000000013 -0.082214999999999983 -0.036169999999999994 0.084780000000000008 0.088820000000000024 -0.11456499999999999 -0.073809999999999973 -0.094299999999999981 -0.088784999999999989 0.085250000000000006 -0.085964999999999986 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 8 -8 9 10 11 -1 -12 14 -14 16 -15 18 19 -18 -21 22 23 -22 -25 -26 27 -27 -29 -28
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 12 -13 13 15 -16 -17 17 -19 -20 20 21 -23 -24 24 25 26 29 28 -30 -31
leaf_value=5.1786117660412856e-06 -2.4558626846339307e-06 -4.3952166856797703e-06 6.9345398605946684e-06 2.2510725830215961e-06 -2.9996749431533817e-06 4.535658785070631e-06 -9.9893468158745017e-07 3.7091705594855955e-06 -2.5373925132043953e-06 3.1082555551620317e-06 3.9128795089544097e-06 -6.9016146802635475e-06 1.2546693396870978e-06 5.0762866419518111e-06 -6.8968412795749661e-06 -3.158772374263208e-06 -4.0335979383598896e-06 -3.211484046719956e-06 3.1247710986852849e-06 2.8535956470439793e-06 3.0863197066950804e-06 2.6951664237814208e-06 -2.7455360630542163e-06 1.6810686256082807e-06 3.820457824508072e-07 2.6107878809966678e-06 5.3340819319900063e-09 -1.3976476920005452e-06 -8.1039065233718632e-06 -3.022848936780065e-06
leaf_weight=20 21 20 20 20 22 21 34 34 30 21 22 29 25 20 22 20 20 21 28 30 22 23 31 38 479 32 1884 27 35 50
leaf_count=20 21 20 20 20 22 21 34 34 30 21 22 29 25 20 22 20 20 21 28 30 22 23 31 38 479 32 1884 27 35 50
internal_value=0 1.66396e-08 1.5968e-06 -1.07207e-06 -1.45477e-08 7.21265e-09 -2.45182e-08 1.35512e-06 -5.6548e-08 -3.08752e-08 -5.37806e-08 -1.97091e-06 -2.05748e-08 -5.14034e-08 -2.56093e-06 -8.66871e-09 1.43247e-08 -2.28956e-08 1.91376e-09 -3.0823e-08 -6.24817e-10 -3.32943e-08 -5.74492e-08 -2.49869e-08 -5.18823e-08 -7.81496e-08 -1.86845e-07 -2.53009e-06 -5.18344e-06 -7.2954e-08
internal_weight=0 3100 60 40 3040 3018 2997 68 2929 2899 2878 49 2829 2807 47 2760 2740 2720 2699 2671 2651 2621 2598 2567 2545 2507 2028 94 62 1934
internal_count=3121 3100 60 40 3040 3018 2997 68 2929 2899 2878 49 2829 2807 47 2760 2740 2720 2699 2671 2651 2621 2598 2567 2545 2507 2028 94 62 1934
is_linear=0
shrinkage=0.1


Tree=6715
num_leaves=31
num_cat=0
split_feature=1204 132 15 399 1 1203 0 1204 132 130 40 394 1176 394 15 394 1212 1212 1212 160 1209 4 4 3 403 402 13 402 133 402
split_gain=1.23366e-08 1.22997e-08 3.88614e-08 3.0953e-08 2.77332e-08 1.70767e-08 2.19314e-08 1.43819e-08 2.37928e-08 1.30585e-08 2.00058e-08 1.41386e-08 3.62864e-08 1.57506e-08 1.90913e-08 1.75079e-08 2.02443e-08 1.06943e-07 8.26201e-08 6.65766e-08 2.50095e-08 1.63931e-07 1.53627e-07 2.46827e-08 6.24047e-08 7.40362e-08 5.86476e-08 2.30004e-08 4.28548e-08 2.65522e-08
threshold=0.053645000000000005 -0.083449999999999983 0.091650000000000023 0.091580000000000009 0.089625000000000024 0.084795000000000023 -0.09515499999999999 -0.082884999999999986 -0.019049999999999997 -0.22699999999999995 -0.16692999999999997 -0.12099999999999998 0.085730000000000015 -0.082159999999999997 0.083490000000000023 -0.078674999999999981 0.087505000000000013 0.086680000000000021 0.088215000000000016 -0.014214999999999998 0.085095000000000018 -0.081714999999999996 -0.078629999999999992 -0.082689999999999986 -0.028309999999999998 -0.064959999999999976 -0.0075049999999999987 -0.45015499999999992 0.50628500000000021 -0.048204999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 6 -1 -3 -9 -10 -11 -12 13 14 -13 -15 17 20 -18 -20 27 -22 -23 26 25 -25 -21 -17 29 -29
right_child=-2 3 -4 -5 -6 -7 -8 8 9 10 11 12 -14 15 -16 16 18 -19 19 23 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=2.337232841872113e-06 2.018082544357943e-06 1.9577575505684003e-06 -4.9624358666733315e-06 3.2278782990147191e-06 -2.6285902470135627e-06 2.2343764025360239e-06 -1.1248945361183054e-06 -3.4635457211606992e-06 -2.4289249205883774e-06 2.5432026380977117e-06 2.0782995473922485e-06 2.8611413097223703e-06 -3.9911664158432321e-06 -2.7856720190238382e-06 -9.2283902404233235e-07 -2.4451481818886818e-06 7.0361156565468262e-06 -7.3796928518277132e-06 -4.4235949679624847e-06 5.1332078364315466e-06 9.0633641692957926e-06 -7.6782808719144665e-06 2.8221445757624585e-06 1.5806112907574228e-06 4.2240018008972894e-06 -5.1700590976366817e-06 -2.887180244215415e-07 -3.7371016787801636e-06 3.4167201951212129e-06 -7.6962813970399242e-08
leaf_weight=24 30 37 20 30 40 36 77 20 22 31 32 40 23 23 20 41 20 20 26 38 22 22 38 33 24 32 42 20 35 2203
leaf_count=24 30 37 20 30 40 36 77 20 22 31 32 40 23 23 20 41 20 20 26 38 22 22 38 33 24 32 42 20 35 2203
internal_value=0 -1.95872e-08 -7.84153e-07 3.24582e-08 -3.1203e-07 3.64338e-07 -3.02211e-07 -1.0134e-09 -2.665e-08 -2.16192e-09 1.70082e-08 -1.14275e-08 -3.59945e-08 -2.28981e-09 1.59981e-06 -3.87151e-08 -1.45637e-08 -9.78082e-08 9.15065e-07 2.87265e-07 -3.66416e-08 1.67943e-06 -1.02801e-06 1.01201e-06 -1.33772e-07 -1.7428e-06 2.2867e-06 -9.78499e-08 -5.52285e-08 -1.09893e-07
internal_weight=0 3091 197 2894 177 137 101 2864 2827 2807 2785 2754 2722 2699 60 2639 2616 2401 215 195 2381 82 60 169 89 65 80 2299 2258 2223
internal_count=3121 3091 197 2894 177 137 101 2864 2827 2807 2785 2754 2722 2699 60 2639 2616 2401 215 195 2381 82 60 169 89 65 80 2299 2258 2223
is_linear=0
shrinkage=0.1


Tree=6716
num_leaves=31
num_cat=0
split_feature=473 472 472 1447 132 50 393 1203 1186 129 1184 43 12 130 130 130 0 394 2 10 0 15 16 9 10 129 160 34 10 133
split_gain=1.2192e-08 1.22377e-08 3.50617e-08 1.22252e-08 1.20361e-08 3.38242e-07 1.81435e-07 3.47945e-08 1.2237e-08 2.65884e-08 2.46176e-08 1.42288e-08 5.82488e-08 4.20374e-08 2.70789e-08 2.62904e-08 2.30835e-08 1.79925e-08 2.96537e-08 1.70272e-08 1.74078e-07 1.6095e-07 8.74351e-08 2.05633e-08 1.89158e-08 1.83839e-08 1.97208e-08 1.5752e-08 4.34102e-08 1.66041e-08
threshold=0.076475000000000001 -0.38234499999999999 -0.095174999999999996 0.090670000000000014 -0.083284999999999984 0.097510000000000013 0.12679500000000002 0.089480000000000018 0.089315000000000019 -0.077709999999999987 0.084515000000000021 -0.50216499999999986 0.097825000000000009 -0.22699999999999995 0.087100000000000025 -0.077029999999999987 -0.084804999999999978 -0.076319999999999985 0.087545000000000026 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.059624999999999991 0.08925000000000001 0.10513000000000002 0.10652500000000002 0.55608500000000005 -0.097449999999999981 1.0000000180025095e-35 0.086910000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 8 -4 9 -6 11 12 14 -13 -11 16 -15 18 -17 20 -19 -22 -23 25 -25 26 27 -21 29 -29
right_child=-2 2 3 -5 6 -7 -8 -9 -10 10 -12 13 -14 15 -16 17 -18 19 -20 23 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-2.2276522145148194e-06 -1.8044578001609882e-06 4.0170467736350638e-06 -6.5391697580964765e-08 -2.2375305623730429e-06 -3.049392775470291e-06 1.3136700677023327e-05 -9.5177328284989935e-06 -4.4657381386059576e-06 1.8232665607193239e-06 -2.5337512620690516e-06 3.5434392651723101e-06 -4.4711677978576908e-06 5.9843160727268698e-06 4.6815728416195511e-07 2.2541451623207348e-06 -2.0333350099528097e-07 4.3148564443002291e-06 -8.6955953880381766e-06 -4.8817159324698881e-06 2.8207384048073439e-06 6.9403476682682291e-06 1.26870744494496e-06 -7.334730985132323e-06 4.489118912260892e-06 1.3989186300022994e-07 2.7250024031673094e-06 -3.0518637084058012e-06 -1.3593653930075893e-07 -4.2284141509677893e-06 4.5120924216998255e-07
leaf_weight=24 37 22 177 24 28 20 20 20 38 27 20 21 20 39 21 42 26 24 20 20 29 27 21 20 20 25 21 1544 24 700
leaf_count=24 37 22 177 24 28 20 20 20 38 27 20 21 20 39 21 42 26 24 20 20 29 27 21 20 20 25 21 1544 24 700
internal_value=0 2.16503e-08 3.92919e-08 1.04865e-08 2.83871e-08 7.45829e-07 -2.72743e-08 -5.12127e-07 4.10762e-08 1.63506e-08 4.80145e-08 2.20359e-08 1.45018e-06 -1.4988e-08 -4.39047e-07 2.09766e-08 2.00684e-06 -2.99028e-08 -1.71249e-06 1.22469e-08 -1.25939e-06 1.05839e-06 -2.4953e-06 6.63477e-08 2.31451e-06 2.78189e-08 -1.38409e-09 2.66142e-08 1.97465e-09 4.72195e-08
internal_weight=0 3084 3060 3038 3014 217 2797 197 2777 2739 2711 2691 68 2623 48 2602 65 2537 62 2475 101 77 48 2374 40 2334 2309 2288 2268 2244
internal_count=3121 3084 3060 3038 3014 217 2797 197 2777 2739 2711 2691 68 2623 48 2602 65 2537 62 2475 101 77 48 2374 40 2334 2309 2288 2268 2244
is_linear=0
shrinkage=0.1


Tree=6717
num_leaves=31
num_cat=0
split_feature=1203 16 12 401 1185 1186 132 2 42 401 15 401 1176 133 133 50 132 401 42 1 120 52 130 33 106 1213 16 42 42 3
split_gain=1.27854e-08 4.24951e-08 1.4801e-08 1.46284e-08 1.41014e-08 1.66253e-08 1.38173e-08 4.16762e-08 3.77319e-08 1.48957e-08 3.17498e-08 1.99731e-08 1.2882e-08 1.2833e-08 1.44753e-08 4.55403e-08 2.86459e-08 3.31875e-08 2.31091e-08 1.79763e-08 4.21378e-08 7.32319e-08 2.89865e-08 1.85735e-08 1.77907e-08 1.64972e-08 1.13153e-07 2.46775e-07 2.74802e-07 1.69557e-07
threshold=0.090185000000000001 -0.074319999999999983 0.090020000000000017 0.13837000000000002 -0.093764999999999987 -0.10142499999999997 -0.21736499999999997 0.089125000000000024 -0.058859999999999989 0.11769000000000002 0.090615000000000015 0.11336 0.087330000000000019 -0.50375999999999987 -0.14816999999999997 0.086295000000000011 0.082230000000000011 0.081905000000000019 0.089390000000000011 0.16540500000000002 1.0000000180025095e-35 -0.049749999999999996 -0.22461999999999996 -0.044254999999999996 0.089100000000000026 -0.087049999999999975 -0.092484999999999984 0.086835000000000009 0.090470000000000009 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 7 -7 -9 11 -11 12 13 -8 15 16 17 18 -15 20 22 -22 -16 -24 25 26 -25 29 -29 -28
right_child=1 -3 -4 -5 5 6 9 8 -10 10 -12 -13 -14 14 19 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-2.4799762958655661e-06 1.22150331504953e-06 4.8631012759869922e-06 -2.2727133935776774e-06 -2.7266919573776251e-06 2.8094091920225074e-06 -4.2790540984090817e-06 1.7325052797765413e-06 2.8858880170901106e-06 -2.0942960380132546e-06 -8.6668792391719769e-07 4.0789231432140865e-06 -3.079265601021083e-06 2.4836972183298451e-06 -4.6655427548595677e-06 3.6635055266742713e-06 2.5645849459747468e-06 -4.7773627881854607e-06 2.2261790739073398e-06 -3.2129854662343861e-07 3.0079959367412812e-06 9.4234599416830909e-07 -7.5127273430553035e-06 3.0534778738910975e-06 -5.4666569347070688e-06 -2.7744905072841387e-06 -4.1777365550353918e-08 1.8073993478352278e-06 1.6127048977730075e-05 3.2136384065366159e-07 -9.118791122091353e-06
leaf_weight=23 27 23 22 20 21 30 42 29 32 25 27 21 21 24 22 27 28 22 25 20 21 20 20 22 23 2371 49 22 22 20
leaf_count=23 27 23 22 20 21 30 42 29 32 25 27 21 21 24 22 27 28 22 25 20 21 20 20 22 23 2371 49 22 22 20
internal_value=0 1.31711e-06 -3.47329e-07 -3.11003e-08 -1.33017e-08 5.57173e-09 -1.41538e-08 -1.22745e-06 2.73332e-07 2.39977e-08 1.70123e-06 -6.69048e-09 1.61823e-08 -2.32408e-09 -2.87428e-08 -1.07581e-06 -2.06864e-06 -1.00042e-06 -2.44909e-06 2.13827e-08 -1.4857e-09 -3.18208e-06 4.92356e-08 1.80414e-08 -5.96364e-09 1.94458e-08 1.09471e-06 2.37214e-06 8.22421e-06 -1.35961e-06
internal_weight=0 72 49 3049 3029 3006 2985 91 61 2894 52 2842 2821 2800 2758 126 99 71 49 2632 2612 41 2571 2549 2529 2506 135 113 44 69
internal_count=3121 72 49 3049 3029 3006 2985 91 61 2894 52 2842 2821 2800 2758 126 99 71 49 2632 2612 41 2571 2549 2529 2506 135 113 44 69
is_linear=0
shrinkage=0.1


Tree=6718
num_leaves=31
num_cat=0
split_feature=11 1208 1208 402 1210 1210 402 403 484 481 50 52 52 52 403 3 402 52 130 1186 12 12 403 132 403 400 132 403 2 401
split_gain=1.23558e-08 1.22618e-08 1.80829e-08 1.37743e-08 3.15281e-08 2.5294e-08 1.50549e-08 1.55308e-08 1.19284e-07 2.27031e-07 1.0123e-07 6.7246e-08 8.25147e-08 4.38449e-08 3.20779e-08 5.4495e-08 5.95742e-08 5.5073e-08 3.40108e-08 3.32282e-08 5.55458e-08 8.22157e-08 2.48224e-08 1.99744e-08 4.58757e-07 4.23884e-07 9.6875e-08 2.58032e-08 6.0064e-08 2.2245e-08
threshold=-0.072629999999999986 0.12461500000000002 0.10837500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 0.13775000000000001 -0.084339999999999984 -0.081614999999999979 -0.081614999999999979 0.091320000000000012 0.10611000000000001 0.091820000000000013 -0.092399999999999982 -0.08670499999999999 -0.083489999999999995 -0.092414999999999983 0.08257500000000001 0.084580000000000016 -1.0000000180025095e-35 0.089735000000000023 0.087145000000000014 -0.083259999999999987 -0.083284999999999984 -0.074254999999999988 -0.080619999999999983 -0.1075 -0.072624999999999981 0.08734500000000002 -0.46360499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7 -10 11 12 13 -11 15 16 18 -17 -15 -18 21 -21 -9 24 -24 -25 -26 28 -27 -29
right_child=1 -3 -4 -5 5 6 -8 22 9 10 -12 -13 -14 14 -16 17 19 -19 -20 20 -22 -23 23 25 26 27 -28 29 -30 -31
leaf_value=-2.4174636153128677e-06 3.5008264489988507e-06 -2.4516866187695999e-06 2.8258608519694384e-06 -2.0206053455345256e-06 -3.374812515424062e-06 -6.3754219967370819e-06 -2.6395698828959473e-06 -3.3887999858383076e-06 1.067204574729144e-05 4.0157484174111838e-06 5.7061367883623907e-06 -4.0021064746608133e-06 6.3081087194983745e-06 -4.6315530811546563e-09 3.3735052465999621e-06 -1.2664927555035437e-06 -6.1544349059452297e-07 -7.426272235902399e-06 -5.3859384273380332e-06 8.3228711698369728e-07 -1.288221786429252e-06 9.4865524412549973e-06 1.291225027747108e-05 -1.4582899190713762e-05 -1.0268915075073438e-07 5.2153338503865931e-06 -7.1774386943464679e-06 -2.7165050278199489e-06 -1.9081267657838909e-06 2.4442704204955011e-08
leaf_weight=21 26 20 23 33 22 23 21 22 23 24 33 39 22 23 20 47 44 21 24 23 21 21 27 20 100 29 24 30 20 2275
leaf_count=21 26 20 23 33 22 23 21 22 23 24 33 39 22 23 20 47 44 21 24 23 21 21 27 20 100 29 24 30 20 2275
internal_value=0 1.63751e-08 3.24015e-08 1.13843e-08 3.35588e-08 3.4891e-09 2.84631e-08 4.74237e-08 6.20224e-07 1.03815e-06 4.26047e-07 -1.03567e-07 4.20719e-07 -6.2574e-08 -4.6372e-07 -8.0633e-07 2.23455e-07 -3.16878e-06 -2.75253e-06 1.50668e-06 2.94319e-06 4.96273e-06 -4.43322e-08 -1.51923e-08 1.10002e-06 -8.61263e-08 -1.472e-06 3.70408e-08 2.3078e-06 -1.12312e-08
internal_weight=0 3100 3080 3057 3024 2998 2976 2955 408 385 362 329 290 268 244 224 156 68 47 109 65 44 2547 2525 151 2374 124 2354 49 2305
internal_count=3121 3100 3080 3057 3024 2998 2976 2955 408 385 362 329 290 268 244 224 156 68 47 109 65 44 2547 2525 151 2374 124 2354 49 2305
is_linear=0
shrinkage=0.1


Tree=6719
num_leaves=31
num_cat=0
split_feature=132 1185 50 393 1203 1201 1177 1176 393 129 128 1209 1210 1208 43 130 12 43 1209 51 0 0 0 51 4 3 51 10 16 33
split_gain=1.36939e-08 6.2803e-08 2.6307e-08 2.25718e-08 1.612e-08 1.37295e-08 1.27595e-08 2.02482e-08 2.08375e-08 1.61643e-08 5.00991e-08 2.45472e-08 1.84315e-08 2.13133e-08 1.62625e-08 3.59783e-08 1.72415e-08 2.96213e-08 2.16638e-08 1.66808e-08 6.83771e-08 2.02091e-07 1.0803e-07 3.82014e-08 6.05348e-08 4.09314e-08 3.62032e-08 3.22636e-08 2.5808e-07 2.35429e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.09227500000000001 0.10483000000000002 0.087520000000000014 -0.08261499999999998 -0.083384999999999973 1.0000000180025095e-35 -0.087924999999999989 0.10532000000000001 0.10692000000000002 0.14268500000000003 0.258635 0.10737500000000001 -0.53814999999999991 -0.22699999999999995 0.13043000000000002 -0.15582499999999996 -0.097919999999999993 0.094075000000000006 -0.083804999999999977 -0.07847999999999998 -0.090644999999999989 0.123935 0.0045450000000000013 -0.071799999999999989 0.092235000000000011 -0.011559999999999999 -0.056919999999999991 0.078905000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -3 -7 8 -8 11 -11 12 13 14 -10 -16 18 -18 -17 26 22 -22 23 24 25 -21 27 28 29 -20
right_child=1 5 -4 -5 -6 6 7 -9 9 10 -12 -13 -14 -15 15 16 17 -19 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.7154004540314984e-07 5.5067759603844026e-06 2.5657826072455508e-06 -3.4590091949608436e-06 -3.1196323500353175e-06 2.6929041745288054e-06 2.2955196271823298e-06 2.6733936340014197e-06 -2.6957978840463124e-06 2.8268075436699291e-06 -4.4280519051103654e-06 1.4074896861464888e-06 3.4201388882051799e-06 -3.0365489601535957e-06 3.2627469636281604e-06 -4.0625979186808605e-06 -3.2396365051161935e-06 3.8958741076082031e-06 -5.4794820130155137e-07 -1.265562451088179e-05 2.6711906649814829e-06 1.0411663869945188e-05 5.1404903266780296e-07 -5.7693267669545848e-06 -1.9102302485091765e-06 6.4326882889789974e-06 -3.3461645216448235e-06 -4.2377836594130806e-06 8.0549856061666203e-09 5.777898739519775e-06 5.501353887927542e-07
leaf_weight=145 21 21 31 25 21 24 29 28 20 31 28 21 20 20 22 21 30 30 27 26 25 118 34 36 22 20 21 2149 28 27
leaf_count=145 21 21 31 25 21 24 29 28 20 31 28 21 20 20 22 21 30 30 27 26 25 118 34 36 22 20 21 2149 28 27
internal_value=0 5.79628e-08 -7.56948e-07 -3.18393e-07 1.0348e-07 1.82042e-08 -5.21389e-10 -1.99725e-08 6.73806e-09 -2.11197e-08 -1.65864e-06 1.44394e-08 -1.20887e-08 1.05156e-08 -1.39741e-08 -3.55278e-08 -1.63509e-09 1.67396e-06 -4.09992e-08 -1.44807e-08 7.11996e-07 2.2444e-06 -8.75932e-07 7.23832e-07 2.11834e-06 5.49493e-08 -1.05129e-07 -6.6229e-08 -2.01301e-06 -6.05274e-06
internal_weight=0 2899 222 191 166 2878 2857 2833 2805 2776 59 2717 2696 2676 2656 2636 2614 60 2554 2533 281 143 138 104 68 46 2252 2231 82 54
internal_count=3121 2899 222 191 166 2878 2857 2833 2805 2776 59 2717 2696 2676 2656 2636 2614 60 2554 2533 281 143 138 104 68 46 2252 2231 82 54
is_linear=0
shrinkage=0.1


Tree=6720
num_leaves=31
num_cat=0
split_feature=400 2 12 130 400 1208 1208 402 1213 1213 42 13 403 1211 403 403 394 1184 391 394 129 1186 1186 130 40 120 9 10 43 3
split_gain=1.25239e-08 5.67198e-08 6.33518e-08 3.80696e-08 2.81751e-08 1.30296e-08 1.49927e-08 1.358e-08 2.11216e-07 1.83426e-08 5.1612e-08 1.15834e-07 9.3195e-08 4.44327e-08 4.42732e-08 4.74965e-08 1.2571e-08 3.44798e-08 1.86022e-08 2.69462e-08 1.48655e-08 1.5415e-08 2.53831e-08 1.43688e-08 2.75288e-08 1.61384e-08 1.70161e-08 3.88823e-08 4.37329e-08 2.656e-08
threshold=-0.082714999999999983 0.080205000000000012 0.087505000000000013 0.0032450000000000001 -0.081749999999999975 0.11332500000000002 0.10233500000000001 0.13775000000000001 -0.083944999999999978 0.093235000000000026 0.090990000000000015 -0.080519999999999994 -0.42739999999999995 0.092635000000000009 -0.55276999999999987 -0.52917499999999984 -0.12099999999999998 0.088135000000000019 -0.086514999999999981 -0.089309999999999987 -0.075474999999999987 -0.088079999999999978 -0.081109999999999988 -0.23123999999999997 -0.24290999999999999 0.093680000000000013 0.092410000000000006 0.053330000000000009 -0.080419999999999978 -0.014944999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 6 7 9 -9 14 12 -12 -11 -14 -6 -16 -17 18 -18 -20 -21 -22 -23 -24 -25 26 27 -26 -29 -28
right_child=4 2 3 -5 5 -7 -8 8 -10 10 11 -13 13 -15 15 16 17 -19 19 20 21 22 23 24 25 -27 29 28 -30 -31
leaf_value=5.0403224914016734e-06 -3.6916056571845689e-06 -3.48853051106188e-06 -3.3510785613088956e-07 4.5243797135948889e-06 -4.2298365478927738e-06 -2.1250889058764784e-06 2.3079373720845199e-06 5.754082142382024e-06 -7.2397799358284459e-06 -5.9747388355563525e-06 9.2857455846180012e-06 -1.3479679086003673e-06 5.3385790000571773e-06 -4.290161317545854e-07 4.171028529156131e-06 2.0266392202129595e-06 3.0035901352221122e-06 -4.1027166958650966e-06 -3.6255309537193082e-06 2.5594261366925574e-06 2.4714732248298791e-06 -3.0690875783128444e-06 2.6281623854629288e-06 -3.7580873566867014e-06 -3.9704262258851873e-08 2.7960241037305878e-06 -5.536866381036184e-07 2.0098933759982175e-07 -6.3328924343728608e-06 4.2521108945908532e-06
leaf_weight=27 21 36 38 28 25 29 28 22 29 21 21 20 22 34 27 29 20 21 21 22 24 28 20 20 2381 20 23 20 21 23
leaf_count=27 21 36 38 28 25 29 28 22 29 21 21 20 22 34 27 29 20 21 21 22 24 28 20 20 2381 20 23 20 21 23
internal_value=0 9.6473e-07 -1.14104e-07 1.72649e-06 -4.16005e-08 -1.58011e-08 4.99069e-09 -1.71378e-08 -1.63458e-06 1.16745e-08 1.23249e-06 4.09857e-06 -2.93602e-07 1.83682e-06 -4.0805e-08 -2.30289e-09 -4.41447e-08 -6.6687e-08 -3.46187e-08 -5.77846e-08 -2.89903e-08 -5.10621e-08 -7.47479e-08 -4.15827e-08 -6.28725e-08 -3.31682e-08 -5.60952e-08 -9.22819e-08 -3.14563e-06 1.84921e-06
internal_weight=0 129 102 66 2992 2971 2942 2914 51 2863 118 41 77 56 2745 2720 2693 2664 2643 2623 2602 2580 2556 2528 2508 2488 2468 2422 41 46
internal_count=3121 129 102 66 2992 2971 2942 2914 51 2863 118 41 77 56 2745 2720 2693 2664 2643 2623 2602 2580 2556 2528 2508 2488 2468 2422 41 46
is_linear=0
shrinkage=0.1


Tree=6721
num_leaves=31
num_cat=0
split_feature=142 11 34 43 147 150 49 147 147 34 10 9 13 2 39 40 120 376 49 0 123 0 16 39 44 472 43 1429 474 1420
split_gain=1.20202e-08 2.85847e-08 2.056e-08 5.19523e-08 2.19295e-08 2.16544e-08 8.95159e-08 4.1424e-08 1.79769e-08 1.73453e-08 5.76862e-08 4.31022e-08 7.32258e-08 5.54632e-08 9.45676e-08 1.81211e-08 2.47689e-08 1.41561e-08 3.20483e-08 3.61081e-08 1.829e-08 6.01076e-08 2.44366e-08 1.74039e-08 2.33141e-08 2.72588e-08 2.22195e-08 1.98559e-08 3.80454e-08 2.44883e-08
threshold=-0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.074974999999999986 0.099730000000000027 0.12640500000000002 -0.045154999999999994 0.092070000000000013 0.090335000000000013 -0.057544999999999992 -0.0097449999999999985 0.091600000000000015 -0.0039049999999999992 -1.0000000180025095e-35 0.085530000000000009 -0.24134999999999998 0.088020000000000015 0.083890000000000006 -0.054319999999999993 -0.061629999999999997 1.0000000180025095e-35 -0.14723999999999998 -0.046599999999999996 0.11536 0.10049500000000001 0.087430000000000022 -0.53814999999999991 0.12451000000000002 -0.26322499999999993 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 8 9 10 -4 13 -13 14 -11 -15 17 20 -19 -20 23 -22 -23 24 25 26 -17 28 -28 -30
right_child=1 2 4 -5 -6 6 -8 -9 -10 11 -12 12 -14 15 -16 16 -18 18 19 -21 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=2.2293400585719309e-06 -3.6090313518467492e-06 5.8093028412126703e-07 -1.2231090108798526e-06 -5.9562696424109167e-06 2.5673483933400457e-06 1.8932856391984389e-06 -6.3393516902578992e-06 3.6855885883274058e-06 -2.977081412041116e-06 8.2060366728662554e-06 5.982279338923036e-06 9.059060936405808e-07 -7.5488142846324992e-06 -2.8671138765771915e-06 -1.065991407048469e-06 2.8722997493938846e-06 3.2822015278408956e-06 4.6579711005549708e-06 -2.2099073371251166e-06 3.1966010261558474e-06 -6.1350543839060781e-06 -1.8066664754456952e-06 2.2385499294484493e-06 -2.6297688855265736e-06 -3.2964219480206904e-06 3.6371720896221673e-06 -4.0008905874818389e-06 2.9787205169833958e-06 -3.0187461169181691e-08 3.3214155337191187e-06
leaf_weight=24 22 31 25 20 34 28 25 31 20 22 20 21 20 22 22 27 23 21 30 21 21 32 28 25 21 21 24 22 2396 22
leaf_count=24 22 31 25 20 34 28 25 31 20 22 20 21 20 22 22 27 23 21 30 21 21 32 28 25 21 21 24 22 2396 22
internal_value=0 -1.72683e-08 8.42883e-09 -1.98268e-06 4.2009e-08 1.32928e-08 -1.99003e-06 4.9444e-08 1.06552e-08 3.13602e-08 1.97929e-06 5.06046e-10 -3.21835e-06 4.76393e-08 3.57002e-06 -8.59618e-09 1.44058e-08 -1.3318e-08 1.37012e-06 1.6302e-08 -5.10625e-08 -1.53049e-06 8.11012e-08 -4.21576e-09 2.16977e-08 4.94368e-08 1.91909e-08 -1.20729e-08 -3.90169e-08 3.06859e-10
internal_weight=0 3097 3075 51 3024 2990 53 2937 2906 2886 45 2841 41 2800 44 2756 2734 2711 72 51 2639 81 60 2558 2533 2512 2491 2464 2442 2418
internal_count=3121 3097 3075 51 3024 2990 53 2937 2906 2886 45 2841 41 2800 44 2756 2734 2711 72 51 2639 81 60 2558 2533 2512 2491 2464 2442 2418
is_linear=0
shrinkage=0.1


Tree=6722
num_leaves=31
num_cat=0
split_feature=448 1348 46 46 1428 1420 155 474 16 147 48 474 147 2 148 154 1446 0 0 13 1446 1446 1447 52 484 0 1447 1455 1446 481
split_gain=1.29995e-08 3.12677e-08 1.37842e-08 1.67615e-08 1.42238e-08 1.90179e-08 4.92063e-08 1.95468e-08 3.97076e-08 2.12977e-08 4.96709e-08 3.9896e-08 1.86186e-08 4.41296e-08 2.17397e-08 1.65834e-08 1.66988e-08 3.58862e-08 5.87162e-08 5.77815e-08 3.57284e-08 2.57574e-08 2.1304e-08 8.67093e-08 2.0952e-07 1.07336e-07 6.16772e-08 1.87812e-08 4.46358e-08 2.94549e-08
threshold=0.068920000000000023 0.091105000000000005 0.10987500000000001 0.083550000000000013 -0.070379999999999984 0.056520000000000008 0.14547000000000002 -0.090834999999999985 0.41221000000000008 0.094075000000000006 -0.07095499999999999 -0.072334999999999983 0.088610000000000008 0.092365000000000017 -0.087904999999999983 0.085530000000000009 0.091725000000000015 -0.082844999999999988 -0.091069999999999984 -0.052719999999999996 0.089505000000000015 0.11124000000000002 -0.085709999999999995 0.11639500000000001 -0.081684999999999994 -0.087414999999999979 -0.08477999999999998 -0.097209999999999977 0.037915000000000011 -0.15265499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 11 -11 -9 14 -14 -13 16 20 18 -18 21 22 -19 23 24 25 -16 -24 -28 29 -29
right_child=-2 -3 -4 -5 5 -7 -8 9 -10 10 -12 12 13 -15 15 -17 17 19 -20 -21 -22 -23 26 -25 -26 -27 27 28 -30 -31
leaf_value=2.0547236903384504e-06 -2.5412918239453576e-06 3.2291214142787794e-06 2.5382257739519921e-06 -2.4680101026725818e-06 2.5293941528235016e-07 -3.0315697288296224e-06 4.5958118789712904e-06 4.4701665444790706e-06 -5.4621912119046104e-06 -5.5277609613374977e-06 1.3579597828083934e-06 -3.1759201027108993e-06 -7.3298076323716002e-07 5.5150375055745828e-06 4.1538763480275526e-06 -2.8193540856591427e-06 1.7418267361790642e-08 -5.373037292126052e-08 7.4259843324853144e-06 3.9616948467627564e-06 -3.9729965247597255e-06 -4.8493236001994394e-06 -5.4663159365494117e-06 -4.1989100596072692e-06 9.6917548685739574e-06 -5.7653510983376089e-06 -2.2302976611555143e-06 -3.1580650257486318e-06 3.3660852983676031e-06 -5.0273176451491503e-09
leaf_weight=33 20 30 21 28 31 21 23 20 20 22 20 22 26 20 20 21 23 24 20 22 23 21 21 21 29 24 38 30 39 2388
leaf_count=33 20 30 21 28 31 21 23 20 20 22 20 22 26 20 20 21 23 24 20 22 23 21 21 21 29 24 38 30 39 2388
internal_value=0 1.63775e-08 -1.50071e-08 -3.25868e-08 -1.00216e-08 -3.28174e-08 -1.15998e-08 -4.7583e-08 -1.98829e-06 -1.33826e-08 -2.24885e-06 1.9538e-08 -1.1893e-08 1.98355e-06 -4.484e-08 -1.99182e-08 1.51383e-09 1.20866e-06 3.46326e-06 -2.38329e-07 -4.89175e-08 -2.29167e-06 -1.43375e-08 1.46375e-06 3.09274e-06 -1.25661e-06 -6.95603e-08 -2.41367e-08 9.98378e-09 -4.41469e-08
internal_weight=0 3101 3071 3050 3022 2989 2968 2945 51 2894 42 2852 2832 46 2786 2764 2743 110 43 67 2633 45 2610 94 73 44 2516 2495 2457 2418
internal_count=3121 3101 3071 3050 3022 2989 2968 2945 51 2894 42 2852 2832 46 2786 2764 2743 110 43 67 2633 45 2610 94 73 44 2516 2495 2457 2418
is_linear=0
shrinkage=0.1


Tree=6723
num_leaves=31
num_cat=0
split_feature=1429 3 51 1429 150 151 484 475 1429 13 156 52 474 474 1420 52 12 155 157 157 157 123 42 133 15 43 0 130 39 45
split_gain=1.19798e-08 4.71115e-08 1.70796e-07 2.44989e-07 1.20637e-07 7.65146e-08 4.06831e-08 9.62749e-08 6.72667e-08 3.49047e-08 3.47362e-08 2.98934e-08 2.3539e-08 2.41623e-08 2.22731e-08 2.35326e-08 7.20145e-08 6.93609e-08 2.04593e-08 4.12332e-08 2.07637e-08 1.96439e-08 1.69253e-08 1.02338e-07 4.47613e-08 3.37809e-08 3.3108e-08 3.01619e-08 4.71845e-08 2.36146e-08
threshold=0.032755000000000006 -0.087429999999999994 -0.085604999999999987 0.084180000000000019 0.10874500000000002 -0.083919999999999981 -0.081614999999999979 -0.08483499999999998 0.084885000000000002 -0.08459499999999999 -0.065739999999999979 -0.53447999999999996 -0.14697499999999997 -0.090834999999999985 -0.08341999999999998 -0.55061999999999989 0.095330000000000012 0.11245500000000001 0.099625000000000005 0.11933000000000001 0.084490000000000023 0.11679000000000002 -0.16797499999999996 0.089595000000000022 -0.033689999999999991 -0.50775499999999985 -0.081094999999999987 -0.22699999999999995 0.12768500000000002 0.094030000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 5 3 -3 6 -2 8 -8 -4 -9 -11 -7 -1 -14 -15 16 -16 18 20 -20 21 22 23 24 -17 26 -24 -27 29 -29
right_child=1 2 4 -5 -6 11 7 9 -10 10 -12 -13 13 14 15 17 -18 -19 19 -21 -22 -23 25 -25 -26 27 -28 28 -30 -31
leaf_value=2.8505358530613502e-06 6.7651253746703332e-06 -1.5053769764108439e-05 -2.4196473805204734e-06 -1.105650298761836e-06 6.9373253349725847e-06 3.0589405241698844e-06 -8.2000623115163757e-06 2.7543976538405939e-06 5.6837534286625582e-06 1.2123258654485524e-06 -4.1279949245704461e-06 -1.4902790082461393e-06 -2.8884225165321761e-06 3.3083326170093468e-06 -4.6303418175001924e-06 3.2618726922092634e-06 2.5944229584886425e-06 5.3253097557899306e-06 -4.6965032149378559e-06 1.2611608375274436e-06 2.5630178477127409e-06 2.3915115473625652e-06 5.4191004734172525e-06 -6.8713659051885159e-06 -2.7335185728816213e-06 -3.6033214467787057e-06 5.350988450790402e-08 2.5801512391464527e-08 4.4470427819002605e-06 -2.8454128714029451e-06
leaf_weight=30 20 20 20 34 23 20 20 24 21 21 29 52 28 21 37 33 22 25 26 21 33 35 23 24 20 23 23 2340 24 29
leaf_count=30 20 20 20 34 23 20 20 24 21 21 29 52 28 21 37 33 22 25 26 21 33 35 23 24 20 23 23 2340 24 29
internal_value=0 -5.96398e-07 -1.41647e-06 -6.27162e-06 2.42884e-07 1.29333e-06 -8.97651e-07 -2.04414e-06 1.73087e-06 -3.80371e-07 -1.88506e-06 -2.26607e-07 6.43594e-08 3.43682e-08 6.40305e-08 3.91472e-08 -1.93636e-06 8.26541e-08 3.32697e-08 -2.03457e-06 7.05494e-08 3.85947e-08 6.15986e-09 -1.45378e-06 9.99461e-07 5.18202e-08 2.73631e-06 7.08278e-10 3.53479e-08 -9.34632e-09
internal_weight=0 304 212 54 158 92 135 94 41 74 50 72 2817 2787 2759 2738 59 2679 2654 47 2607 2574 2539 77 53 2462 46 2416 2393 2369
internal_count=3121 304 212 54 158 92 135 94 41 74 50 72 2817 2787 2759 2738 59 2679 2654 47 2607 2574 2539 77 53 2462 46 2416 2393 2369
is_linear=0
shrinkage=0.1


Tree=6724
num_leaves=31
num_cat=0
split_feature=156 156 1429 49 151 151 1446 472 151 52 2 1429 52 1420 52 471 123 1425 16 16 42 52 3 3 42 475 157 3 0 131
split_gain=1.25112e-08 1.74899e-08 1.14001e-08 7.96191e-08 5.3928e-08 4.38675e-08 5.75663e-08 4.79946e-08 3.1589e-08 3.84939e-08 6.21673e-08 4.69057e-08 1.85009e-08 1.75568e-08 4.0352e-08 1.74315e-08 1.61937e-08 1.53993e-08 1.55503e-08 6.52381e-08 4.81961e-08 3.94949e-08 2.48112e-08 6.88759e-08 6.52968e-08 3.24475e-08 4.87533e-08 2.56613e-08 2.98361e-08 6.42873e-08
threshold=0.3248100000000001 0.14862 0.083715000000000026 0.11042000000000002 -0.54526999999999981 -0.085604999999999987 0.085345000000000018 -0.081684999999999994 -0.083804999999999977 -0.020999999999999994 0.10644500000000001 0.09011000000000001 -0.090114999999999987 -0.08341999999999998 -0.56368999999999991 0.091465000000000005 0.11679000000000002 0.084030000000000007 0.15891500000000003 0.22339500000000004 0.11326500000000002 0.070205000000000017 -0.11171999999999999 -0.094874999999999987 -0.091214999999999977 -0.024084999999999999 -0.0045449999999999996 -0.081164999999999987 -0.073309999999999986 0.091885000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -4 7 -7 -9 10 11 12 -10 -6 -15 16 17 18 -16 -20 21 22 -21 -24 -25 -26 -27 -28 -29 -30
right_child=-2 -3 3 -5 13 6 -8 8 9 -11 -12 -13 -14 14 15 -17 -18 -19 19 20 -22 -23 23 24 25 26 27 28 29 -31
leaf_value=5.2305540384622876e-06 -2.3236953641413571e-06 2.893376451242245e-06 3.0115850661728345e-06 -6.3910415501699068e-06 2.7707908410103185e-06 3.6111558399860423e-06 -5.6479704794366541e-06 2.7724328858658694e-06 -2.7297419410388105e-06 -4.1376058795868954e-06 -4.0860509155512165e-06 5.1713945155866405e-06 1.4726299830478888e-06 -3.4273446860812761e-06 5.5057719606408194e-08 2.7221943090201725e-06 2.1523596569750227e-06 2.6846802833396005e-06 -4.763282102950533e-06 -3.9774950835180789e-06 4.5458476438398068e-06 3.4107612444368776e-06 4.4617210723648291e-06 -6.6284224292978429e-06 -4.1745124111581722e-06 4.5336502864756765e-06 2.52006151185924e-06 1.2476442055143005e-06 -4.7513038830305613e-06 1.1152125264948888e-06
leaf_weight=20 23 21 38 22 23 29 21 21 20 37 30 22 22 34 2341 24 35 21 35 24 20 23 24 20 22 20 20 31 47 31
leaf_count=20 23 21 38 22 23 29 21 21 20 37 30 22 22 34 2341 24 35 21 35 24 20 23 24 20 22 20 20 31 47 31
internal_value=0 1.72544e-08 -2.37461e-09 -6.333e-07 5.63474e-08 -1.05507e-07 -6.91891e-07 -1.16876e-07 -8.28146e-07 -1.40534e-06 -3.29871e-07 1.43084e-06 -5.285e-07 1.93227e-08 -3.50695e-09 3.90097e-08 1.52822e-08 -1.26378e-08 -3.39485e-08 -6.91247e-07 -1.85852e-07 -5.47051e-07 -9.27928e-07 -5.87511e-07 -1.22197e-06 -5.89636e-07 -6.03254e-08 -7.7257e-07 -1.37672e-06 -2.41974e-06
internal_weight=0 3098 3077 262 2815 240 202 181 152 131 94 64 42 2795 2772 2738 2714 2679 2658 317 282 262 239 215 191 171 149 129 109 78
internal_count=3121 3098 3077 262 2815 240 202 181 152 131 94 64 42 2795 2772 2738 2714 2679 2658 317 282 262 239 215 191 171 149 129 109 78
is_linear=0
shrinkage=0.1


Tree=6725
num_leaves=31
num_cat=0
split_feature=130 40 2 11 33 47 47 9 3 47 1453 51 132 1203 1185 1 47 0 130 403 46 15 4 13 0 48 1186 129 394 12
split_gain=1.11105e-08 2.08144e-08 1.31233e-08 1.5532e-08 3.67554e-08 1.41046e-08 1.67366e-07 1.01605e-07 1.98495e-07 4.45208e-08 2.43357e-08 2.93408e-08 1.98022e-08 4.12898e-07 1.86694e-07 5.97206e-08 1.97476e-08 1.79855e-08 2.26219e-08 2.15274e-08 1.69925e-08 1.39933e-08 3.2453e-08 2.97428e-08 2.45656e-08 1.56222e-08 1.3891e-08 4.3542e-08 2.19969e-08 1.62439e-08
threshold=-0.23123999999999997 -0.24290999999999999 0.31765000000000004 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.096475000000000019 0.09055500000000001 -0.13309499999999996 0.091340000000000018 -1.0000000180025095e-35 -0.41904999999999998 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.088135000000000005 0.089640000000000011 -0.073309999999999986 0.09364500000000002 -0.020569999999999995 0.10123000000000001 -0.11713499999999999 0.09173000000000002 -0.080519999999999994 -0.11991499999999998 0.10445500000000001 0.089315000000000019 -0.077709999999999987 -0.10421499999999999 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 9 -9 12 -8 -12 13 15 -14 17 26 18 19 -6 21 23 -23 25 -25 -13 27 -16 -29 -30
right_child=1 2 -4 4 5 6 10 8 -10 -11 11 20 14 -15 16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=2.1897634857613528e-06 -3.231843177218252e-06 2.4212511177141166e-06 2.4959348907248656e-06 -3.706480057564511e-06 -3.4100241721360999e-07 9.2569897701434378e-06 3.3881338447372399e-06 2.3134625253294961e-06 -1.0999231115723281e-05 4.7055810648544142e-06 -3.8172575018723454e-06 -1.8284627179809833e-06 -9.7289297809766156e-06 1.4542360543146061e-05 -4.4574440070474253e-06 -5.1639896219057852e-06 -3.080473721811792e-06 2.9136282932995528e-06 -2.5154974420114313e-06 3.3156421826182248e-06 2.8695760290986529e-06 -3.6594219503716344e-07 3.3651618843299318e-06 -6.3088265960686846e-07 -5.1099336881558585e-06 1.5672162081024172e-06 2.0063582513450777e-06 2.7982687981875645e-06 -3.4240502608012759e-07 1.9789913008480238e-07
leaf_weight=23 20 26 21 27 69 21 20 21 24 20 21 20 20 20 22 25 21 20 34 21 20 94 31 25 24 42 34 28 937 1370
leaf_count=23 20 26 21 27 69 21 20 21 24 20 21 20 20 20 22 25 21 20 34 21 20 94 31 25 24 42 34 28 937 1370
internal_value=0 -1.62564e-08 4.63759e-09 -1.24763e-08 -3.33529e-08 -3.38781e-10 6.29413e-07 -7.48962e-08 -4.78664e-06 5.38726e-09 1.93825e-08 -2.23849e-07 -3.04784e-08 9.55516e-07 -1.07104e-07 -6.52395e-07 -2.73208e-08 1.30868e-07 -3.17964e-07 5.12215e-07 7.09231e-08 -1.66251e-07 5.59372e-07 -9.83393e-07 -2.8247e-06 4.71836e-07 -5.05129e-10 -2.94544e-08 1.22654e-08 -2.15482e-08
internal_weight=0 3098 3078 3057 3031 3004 318 2686 45 2641 297 277 2621 189 2432 169 2412 144 124 90 256 236 125 111 49 62 2391 2357 2335 2307
internal_count=3121 3098 3078 3057 3031 3004 318 2686 45 2641 297 277 2621 189 2432 169 2412 144 124 90 256 236 125 111 49 62 2391 2357 2335 2307
is_linear=0
shrinkage=0.1


Tree=6726
num_leaves=31
num_cat=0
split_feature=132 1185 1203 50 9 10 124 2 12 33 34 9 45 47 47 47 10 49 1 1 13 13 1447 480 3 1 1 457 150 49
split_gain=1.30392e-08 5.73091e-08 4.72551e-08 1.81577e-08 1.3404e-08 2.84592e-08 4.31812e-08 2.81006e-08 2.80304e-08 2.36733e-08 2.07518e-08 1.87809e-08 1.49855e-08 1.62623e-08 1.21298e-07 6.25369e-08 3.3168e-08 6.46814e-08 1.84822e-08 9.19115e-08 1.87014e-07 1.12219e-07 4.69006e-08 5.33526e-08 8.33689e-08 4.2737e-08 3.4957e-08 6.5454e-08 6.62533e-08 5.15262e-08
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 0.093975000000000017 0.092410000000000006 0.053330000000000009 -1.0000000180025095e-35 -0.090999999999999984 -0.010834999999999999 0.085305000000000006 -0.084769999999999984 -0.074254999999999988 0.094030000000000016 0.092165000000000011 0.096475000000000019 0.089785000000000018 -0.0093599999999999985 -0.046979999999999987 0.096255000000000021 0.092390000000000014 -0.081029999999999977 -0.069964999999999986 0.059120000000000013 0.10344000000000002 -0.075634999999999994 0.094090000000000021 0.10920500000000001 0.094310000000000019 0.084680000000000019 -0.045154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 -3 -6 10 -9 -12 13 15 -15 16 17 -13 19 22 -21 -22 23 -18 -25 -23 27 28 -20 -28
right_child=1 4 -4 -5 8 6 -8 9 -10 -11 11 12 -14 14 -16 -17 18 -19 26 20 21 25 -24 24 -26 -27 29 -29 -30 -31
leaf_value=5.6313457759772843e-08 5.1402555816986771e-06 3.2374369395795467e-06 -5.379900396746962e-06 -3.0556130338611964e-06 4.4185230503249588e-06 5.4017824108346502e-07 -5.9523614356749022e-06 3.1544866238792091e-06 -4.1455644118773965e-07 -3.1313806405345683e-06 -2.6254418155826058e-06 -1.2374010711110631e-06 -2.0305646192550092e-06 -6.5686414759071459e-06 7.9933126412603499e-08 5.5683659281515122e-06 8.6027279325562949e-08 6.1971952891326512e-06 1.5925611143075005e-06 -1.0533372264035281e-05 5.8636260860112088e-06 -6.1712691524956867e-06 3.6883348952544893e-06 4.6160316826528829e-07 -7.8313026072216665e-06 -6.5287385903426795e-07 2.1313755134790632e-06 6.8113281848863633e-06 -4.1071320953525852e-06 -1.1553725700649507e-06
leaf_weight=175 22 27 20 21 21 21 20 21 28 24 27 22 35 31 239 21 1671 25 180 25 20 23 35 27 22 36 66 21 23 172
leaf_count=175 22 27 20 21 21 21 20 21 28 24 27 22 35 31 239 21 1671 25 180 25 20 23 35 27 22 36 66 21 23 172
internal_value=0 5.57393e-08 -7.49588e-07 -2.77107e-07 1.69397e-08 -1.1413e-08 -2.62691e-06 2.69814e-08 1.65676e-06 -4.35708e-09 2.30129e-08 -1.155e-09 2.51463e-08 5.22053e-08 -6.83422e-07 1.35344e-07 8.71631e-08 2.71717e-06 3.39057e-08 -1.06771e-07 -2.99523e-06 -6.09748e-07 6.43977e-08 -9.34523e-09 -3.26174e-06 -2.80411e-06 5.9996e-07 1.49658e-06 9.46783e-07 -2.43921e-07
internal_weight=0 2905 216 196 2883 2834 41 2793 49 2766 2742 2721 2694 2659 270 2389 2368 47 2321 1859 104 79 1755 1720 49 59 462 224 203 238
internal_count=3121 2905 216 196 2883 2834 41 2793 49 2766 2742 2721 2694 2659 270 2389 2368 47 2321 1859 104 79 1755 1720 49 59 462 224 203 238
is_linear=0
shrinkage=0.1


Tree=6727
num_leaves=31
num_cat=0
split_feature=448 447 46 46 1456 4 471 475 1429 475 13 157 157 52 47 0 16 47 47 3 42 1447 49 49 49 3 2 1426 52 52
split_gain=1.18603e-08 2.20526e-08 1.20244e-08 1.43738e-08 1.17722e-08 3.93148e-08 1.96912e-08 1.45444e-08 1.40865e-08 3.65774e-08 5.92817e-08 3.71067e-08 2.51173e-08 3.71246e-08 1.69785e-08 1.02855e-07 3.36457e-07 1.24347e-07 8.45852e-08 2.10745e-08 2.80524e-08 2.05216e-08 1.95455e-08 4.45847e-08 3.25732e-08 2.66399e-08 2.65461e-08 2.21348e-08 2.80574e-08 1.35057e-07
threshold=0.068920000000000023 0.094005000000000019 0.10987500000000001 0.083550000000000013 0.11510000000000002 0.022185000000000003 0.094575000000000006 0.12518500000000002 0.12451000000000002 -0.24431999999999998 -1.0000000180025095e-35 0.11933000000000001 0.088145000000000015 -0.10925999999999998 0.092165000000000011 -0.10224499999999999 -0.25582999999999995 0.09550500000000002 0.088915000000000008 -0.034684999999999994 0.094365000000000018 0.071705000000000005 -0.10774499999999999 -0.14917999999999998 -0.087004999999999985 -0.086769999999999986 0.093320000000000014 -0.052649999999999995 -0.19683499999999995 -0.23375999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 8 9 10 -1 12 14 -14 18 16 -16 -17 21 20 -19 22 23 25 -24 -11 -27 -26 29 -29
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 11 -12 -13 13 -15 15 17 -18 19 -20 -21 -22 -23 24 -25 27 26 -28 28 -30 -31
leaf_value=7.0286086849505191e-07 -2.4273855478895714e-06 2.6272206625321817e-06 2.3730985368447798e-06 -2.2833045786033573e-06 4.3453644252622329e-06 -1.6578454386717567e-06 -2.3890492895718907e-06 2.3986802534636809e-06 2.5569752811601839e-06 -2.9728568972586802e-06 -6.9043849879335542e-06 3.3863680314105696e-06 -4.5119339665689043e-06 8.2810168192815543e-07 2.8736941274866129e-07 7.8801849713272539e-06 -1.501623418903364e-05 -5.7556478449099852e-07 5.2771012090693884e-06 -2.7954678033335857e-06 2.8665059023202551e-06 -2.6237069787698446e-06 -2.9094018053025429e-06 4.8951822826118729e-06 -2.5691027335739137e-06 3.9449238657467008e-06 -6.9696727779598539e-07 2.7948310987482464e-07 -2.3767501914021363e-08 8.8153407735565757e-06
leaf_weight=21 20 32 21 28 24 20 35 25 21 20 20 32 30 23 51 20 20 129 31 31 29 29 38 27 32 22 28 158 2083 21
leaf_count=21 20 32 21 28 24 20 35 25 21 20 20 32 30 23 51 20 20 129 31 31 29 29 38 27 32 22 28 158 2083 21
internal_value=0 1.56484e-08 -1.15821e-08 -2.80119e-08 -7.10194e-09 1.61663e-06 -3.11088e-08 -3.0476e-09 -2.36385e-08 -4.2358e-08 -3.00799e-06 2.45673e-10 -3.81512e-08 -2.19456e-06 3.12353e-09 -7.35157e-07 -4.0235e-06 3.81938e-07 8.61763e-08 -4.11527e-07 5.62077e-08 2.0709e-08 5.22809e-08 1.44315e-06 -5.5728e-09 1.11659e-07 1.34546e-06 4.2529e-08 7.94751e-08 1.2809e-06
internal_weight=0 3101 3069 3048 3020 44 2976 2941 2916 2895 41 2854 2822 53 2769 280 71 209 2489 189 158 2458 2429 97 2332 70 50 2294 2262 179
internal_count=3121 3101 3069 3048 3020 44 2976 2941 2916 2895 41 2854 2822 53 2769 280 71 209 2489 189 158 2458 2429 97 2332 70 50 2294 2262 179
is_linear=0
shrinkage=0.1


Tree=6728
num_leaves=31
num_cat=0
split_feature=45 2 1429 156 16 43 1425 47 0 47 3 47 132 1186 1185 52 1 131 132 2 130 133 142 147 147 147 9 3 1427 4
split_gain=1.06601e-08 1.00382e-07 2.83012e-08 3.66877e-08 1.65345e-08 2.68546e-08 1.39237e-08 1.31534e-08 8.68612e-08 3.43634e-07 1.21156e-07 4.65845e-08 1.86241e-08 3.52157e-07 1.69967e-07 3.65812e-08 2.32244e-08 1.95158e-08 1.87725e-08 1.80806e-08 2.38938e-08 1.87701e-08 1.60675e-08 1.96984e-08 4.56822e-08 1.92206e-08 1.7969e-08 2.80962e-08 1.68246e-08 5.07954e-08
threshold=0.084355000000000013 0.10672500000000001 -0.23752499999999996 0.32523500000000005 0.63636000000000015 -0.04890499999999999 0.095135000000000011 0.092165000000000011 -0.10224499999999999 0.10678000000000001 -1.0000000180025095e-35 0.089785000000000018 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 0.089625000000000024 0.13695500000000002 0.13831000000000002 0.097385000000000013 0.087380000000000013 -0.084614999999999982 -0.057499999999999989 0.099730000000000027 0.093875000000000014 0.090635000000000007 0.08925000000000001 -0.014944999999999998 0.086555000000000007 -0.0078799999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 11 9 -9 -10 12 13 15 -14 16 19 18 22 20 21 -4 -16 24 25 26 28 -28 -24 -30
right_child=1 -3 3 -5 5 -7 -8 8 10 -11 -12 -13 14 -15 17 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-3.7730332360297325e-06 6.936066820344423e-06 -2.2100413555866302e-06 3.3263410056282403e-06 4.2699152891145793e-06 5.3111964786824371e-07 -4.5261350925059002e-06 2.0752621914255087e-06 -1.4822603363882082e-05 -4.8276994684829565e-07 4.476284272771279e-07 6.9030628037580757e-06 4.7401798932848273e-06 -9.2424145896075065e-06 1.3171619760517693e-05 -2.8105091996621922e-06 -4.5896786508592418e-06 -3.09908383271596e-06 2.8515525286820776e-06 -2.9910187742015773e-06 2.8996353239563181e-06 -2.4640435484949803e-06 -2.2504627454707037e-07 -5.9469209348040682e-08 2.5400425351284458e-06 -4.1656762890012871e-06 3.0610767485736037e-06 4.4304448151607453e-06 -6.9437929028026702e-07 4.7815821235248967e-06 -1.4111413424171379e-06
leaf_weight=20 20 30 22 20 21 21 32 20 199 56 25 21 20 21 20 20 21 24 21 25 30 46 2192 31 26 21 23 20 27 26
leaf_count=20 20 30 22 20 21 21 32 20 199 56 25 21 20 21 20 20 21 24 21 25 30 46 2192 31 26 21 23 20 27 26
internal_value=0 1.4484e-06 -2.35772e-08 1.00137e-09 -2.7167e-08 -1.99751e-06 5.19302e-10 -2.19331e-08 -6.49598e-07 -3.57085e-06 3.41542e-07 4.89361e-08 1.15628e-08 9.79063e-07 -6.14635e-08 -5.82179e-07 -2.5582e-08 1.40688e-08 -1.42235e-08 4.99162e-07 -1.13203e-07 9.23932e-07 1.19763e-08 3.5835e-08 2.58853e-09 4.95244e-08 2.18834e-08 2.04681e-06 -1.69013e-08 1.74364e-06
internal_weight=0 50 3071 3051 3031 42 2989 2957 300 76 224 2657 2636 185 2451 164 144 2431 2407 123 98 68 2386 2366 2335 2309 2288 43 2245 53
internal_count=3121 50 3071 3051 3031 42 2989 2957 300 76 224 2657 2636 185 2451 164 144 2431 2407 123 98 68 2386 2366 2335 2309 2288 43 2245 53
is_linear=0
shrinkage=0.1


Tree=6729
num_leaves=31
num_cat=0
split_feature=156 1429 132 1185 1186 15 1213 42 130 42 3 42 157 157 1446 157 157 1 474 475 13 1371 52 158 1446 480 160 481 133 4
split_gain=1.323e-08 1.65788e-08 1.26558e-08 7.99309e-08 2.82696e-08 2.88689e-08 1.63301e-08 1.31776e-08 2.2895e-08 4.8198e-08 1.94281e-08 1.43548e-08 1.26978e-08 8.47516e-08 4.07662e-08 1.3812e-07 2.89436e-08 2.74962e-08 6.88616e-08 3.95672e-08 2.80898e-08 1.73874e-08 1.52945e-08 4.21936e-08 3.59664e-08 5.04079e-08 3.01941e-08 2.46401e-08 3.34735e-07 1.56092e-07
threshold=0.3248100000000001 -0.23166999999999996 -0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 0.086260000000000017 -0.021469999999999996 0.096010000000000012 -0.074124999999999983 -0.069009999999999974 -0.0072999999999999992 -0.086284999999999987 -0.087184999999999985 0.085345000000000018 -0.089089999999999989 -0.083944999999999978 0.10205500000000002 0.085860000000000006 0.016915000000000003 -0.078279999999999975 0.08976000000000002 0.51775000000000004 -0.073714999999999989 -0.088809999999999986 0.11471500000000003 -0.55323499999999981 -0.086484999999999992 0.087625000000000022 -0.052259999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 8 9 -3 -10 -9 13 14 15 17 -14 18 20 -19 -5 22 24 -24 -18 26 -26 28 29 -28
right_child=-2 2 3 12 -6 -7 -8 11 10 -11 -12 -13 16 -15 -16 -17 21 19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=2.6358239326877236e-06 -2.3895101272184707e-06 2.038382710838271e-08 6.2003695867523283e-06 2.6471260950885432e-06 -4.2230255032683052e-06 -3.5428244582362822e-06 2.5131906757754528e-06 2.5774031167168655e-06 -1.4102240515967425e-06 -6.1079825649184866e-06 2.9975124425618561e-06 -6.2674278853654843e-07 2.768744065388791e-06 -6.6180826035055041e-06 -4.1348068542728948e-06 7.3440384621790148e-06 -4.1077047534426605e-06 -1.6190939000491359e-06 -6.5346699003661655e-06 4.4625761120187237e-06 -1.9344690853628776e-06 -2.6549783266697586e-06 -1.6568807630144215e-06 4.0320901849355554e-06 -3.3200209398071616e-06 4.8137241580289727e-06 3.4085150465064853e-06 -1.417611523488165e-08 1.188929779528814e-05 -7.4939292815166674e-06
leaf_weight=24 23 33 21 23 21 25 24 27 20 21 20 29 39 22 21 25 21 23 23 20 32 24 22 32 27 22 24 2381 23 29
leaf_count=24 23 33 21 23 21 25 24 27 20 21 20 29 39 22 21 25 21 23 23 20 32 24 22 32 27 22 24 2381 23 29
internal_value=0 1.77472e-08 -2.69326e-09 5.36417e-08 -7.33511e-07 -3.65271e-07 9.12743e-08 -2.96232e-07 -1.01967e-06 -2.36287e-06 7.93644e-07 9.18113e-07 8.07822e-09 -7.83767e-07 -1.51745e-08 5.77375e-07 6.46814e-08 -8.20696e-07 -1.93996e-06 1.20959e-06 -1.85293e-08 2.41983e-08 4.91112e-08 1.71436e-06 1.35261e-08 4.80616e-08 5.85361e-09 4.24017e-08 1.81492e-06 -2.55697e-06
internal_weight=0 3098 3074 2854 220 199 174 150 94 54 40 56 2833 189 167 146 2644 121 78 43 55 2605 2581 54 2527 2506 2484 2457 76 53
internal_count=3121 3098 3074 2854 220 199 174 150 94 54 40 56 2833 189 167 146 2644 121 78 43 55 2605 2581 54 2527 2506 2484 2457 76 53
is_linear=0
shrinkage=0.1


Tree=6730
num_leaves=31
num_cat=0
split_feature=142 11 34 43 9 34 9 13 2 16 147 150 160 448 150 150 12 150 42 150 40 15 4 14 158 124 4 151 13 151
split_gain=1.1171e-08 2.62641e-08 1.56948e-08 5.49778e-08 5.88466e-08 3.73538e-08 3.19021e-08 6.76716e-08 3.78575e-08 9.59695e-08 2.02665e-08 2.35048e-08 8.3009e-08 3.85352e-08 1.43069e-08 1.92162e-08 1.99767e-07 1.81888e-08 9.07365e-08 2.70817e-08 1.30177e-08 1.82608e-08 2.50323e-08 4.00699e-08 6.1213e-08 3.36218e-08 1.75406e-08 1.44011e-08 6.01963e-08 6.11781e-08
threshold=-0.057499999999999989 -0.014494999999999999 -0.083494999999999986 -0.074974999999999986 -0.085474999999999982 -0.057544999999999992 0.091600000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.056919999999999991 0.099730000000000027 0.12640500000000002 -0.073679999999999982 1.0000000180025095e-35 0.11740500000000002 0.10801000000000001 0.083715000000000026 0.099590000000000026 0.084435000000000024 0.094605000000000009 -0.24134999999999998 -0.5556049999999999 0.50996500000000011 -0.31455999999999995 -0.47382999999999992 -1.0000000180025095e-35 0.42642000000000008 -0.085134999999999975 -0.092534999999999992 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 8 -8 9 -7 11 13 -13 14 15 17 -17 19 -19 20 -10 -22 23 -23 -25 -24 27 28 -26 -30
right_child=1 2 5 -5 -6 6 7 -9 10 -11 -12 12 -14 -15 -16 16 -18 18 -20 -21 21 22 25 24 26 -27 -28 -29 29 -31
leaf_value=2.1491405713428931e-06 -3.4595306477637103e-06 3.8381797329520851e-06 3.7461937785742018e-06 -5.621247627955613e-06 -2.8948465291654835e-06 -1.4774525235831486e-06 1.0051066389540052e-06 -6.948400958890488e-06 -2.4516918012357733e-06 7.6663854749561092e-06 2.5472257147480231e-06 1.8050065836387847e-06 -6.2653171698912048e-06 3.9237455694092209e-06 -2.354723365162779e-06 9.6186005669096628e-06 -3.4668502540366066e-06 -5.636941377978084e-06 3.1820257390791087e-06 3.2775356066849783e-06 2.6807308347542861e-06 4.1650001944419831e-06 1.0494764403290447e-06 -5.538239017823799e-06 6.014850910105452e-06 -4.14661041042674e-06 2.7650608998279181e-06 -7.9628423267059565e-08 -4.6563411458285037e-07 5.4177262245502793e-06
leaf_weight=24 22 25 27 22 27 24 23 20 22 22 31 26 25 25 26 20 28 28 20 25 25 23 20 20 20 33 23 2273 152 20
leaf_count=24 22 25 27 22 27 24 23 20 22 22 31 26 25 25 26 20 28 28 20 25 25 23 20 20 20 33 23 2273 152 20
internal_value=0 -1.66515e-08 7.98052e-09 -1.43073e-06 3.42185e-07 4.34568e-08 9.84085e-09 -2.6942e-06 4.95112e-08 2.89569e-06 4.1302e-09 -2.34928e-08 -2.15103e-06 1.52174e-08 -1.99565e-08 2.10159e-09 1.98542e-06 -3.31053e-08 -1.96237e-06 1.76099e-09 -2.93657e-08 -8.93981e-09 -3.49622e-08 1.00776e-08 -2.80258e-08 -2.18582e-06 1.62685e-08 -9.37941e-09 8.22266e-07 2.18478e-07
internal_weight=0 3097 3075 74 52 3001 2974 43 2931 46 2885 2854 51 2803 2778 2752 48 2704 48 2656 2631 2609 2584 2531 2508 53 2488 2465 192 172
internal_count=3121 3097 3075 74 52 3001 2974 43 2931 46 2885 2854 51 2803 2778 2752 48 2704 48 2656 2631 2609 2584 2531 2508 53 2488 2465 192 172
is_linear=0
shrinkage=0.1


Tree=6731
num_leaves=31
num_cat=0
split_feature=448 0 46 0 97 9 1 120 1 33 9 10 2 2 39 39 376 376 15 15 0 15 12 42 42 52 151 15 0 0
split_gain=1.20445e-08 2.11685e-08 1.34027e-08 1.92362e-08 1.59995e-08 3.60003e-08 2.05566e-08 4.81115e-08 4.39779e-08 2.01132e-08 2.43266e-08 4.73199e-08 6.38482e-08 3.02554e-08 1.35079e-08 1.82182e-08 1.74028e-08 1.96721e-08 2.02545e-08 9.48881e-08 4.7e-08 1.15062e-07 7.34863e-08 7.16444e-08 8.84016e-08 8.5725e-08 1.60725e-07 2.03267e-07 6.12639e-08 5.18562e-08
threshold=0.068920000000000023 -0.26343999999999995 0.084955000000000017 -0.23194499999999998 -0.085969999999999977 -0.090799999999999978 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 0.085305000000000006 0.092410000000000006 0.053330000000000009 -0.080614999999999978 -0.0091949999999999983 0.11785000000000002 0.10940500000000002 0.088720000000000007 0.083890000000000006 -0.10203999999999998 -0.10469999999999999 -0.10096999999999999 -0.096999999999999989 -0.010834999999999999 0.081660000000000024 0.089015000000000025 -0.089199999999999988 -0.0096649999999999982 -1.0000000180025095e-35 -0.17169499999999996 -0.093584999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 8 9 10 11 12 -7 -14 15 16 17 18 19 -15 21 -20 -23 25 -25 -24 28 -28 -27 -22
right_child=-2 2 -4 4 5 6 -8 -9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 20 -21 29 22 23 24 -26 26 27 -29 -30 -31
leaf_value=2.5349923555150974e-06 -2.4461542898279735e-06 -2.5978621512626105e-06 1.8550549704717636e-06 -2.3474243758316557e-06 4.2412114636647404e-06 5.1449739771669559e-06 2.9621292845189126e-06 -3.5742428382802343e-06 4.5668607699986931e-06 -2.850113422923073e-06 2.6188457889832408e-06 -3.9192650610454121e-06 -3.728883555967596e-06 2.8643904859867087e-07 -2.2312031121516525e-06 2.8190839004863573e-06 -2.6334508005163569e-06 2.276275348010945e-06 -7.9681986951148545e-06 7.3917406507462154e-06 2.264807259749091e-06 -5.7443343247489167e-06 -2.8704778908765393e-06 -7.2816908666734689e-06 1.6199366497788176e-07 -6.3622558241149821e-06 1.3958556091893117e-05 2.0301394188209087e-06 1.1316480547899725e-06 -7.1029152893567457e-08
leaf_weight=33 20 29 38 29 20 24 23 38 21 25 35 31 22 312 27 23 25 38 24 20 100 26 41 27 39 20 20 50 24 1917
leaf_count=33 20 29 38 29 20 24 23 38 21 25 35 31 22 312 27 23 25 38 24 20 100 26 41 27 39 20 20 50 24 1917
internal_value=0 1.57784e-08 -1.13187e-08 -3.47254e-08 -9.95665e-09 1.28517e-08 -1.57957e-08 -3.91799e-08 7.28586e-09 -2.60769e-08 -1.2611e-09 -3.38959e-08 9.44577e-09 -3.5292e-08 -5.55951e-09 1.66476e-08 -7.37629e-09 1.73234e-08 -1.544e-08 7.14469e-07 -1.21353e-07 -1.35784e-06 -7.15537e-07 -1.23914e-07 -2.88315e-06 1.05099e-06 2.46134e-06 5.43826e-06 -2.27467e-06 4.47783e-08
internal_weight=0 3101 3068 3030 3001 2972 2952 2929 2891 2870 2845 2810 2779 2755 2733 2706 2683 2658 2620 332 2288 271 247 221 66 155 114 70 44 2017
internal_count=3121 3101 3068 3030 3001 2972 2952 2929 2891 2870 2845 2810 2779 2755 2733 2706 2683 2658 2620 332 2288 271 247 221 66 155 114 70 44 2017
is_linear=0
shrinkage=0.1


Tree=6732
num_leaves=31
num_cat=0
split_feature=40 130 40 10 34 12 9 41 2 41 42 13 1204 15 132 15 394 50 129 15 3 3 2 133 133 43 1184 4 52 13
split_gain=1.18917e-08 2.75787e-08 1.89044e-08 1.1357e-08 5.9571e-08 5.80184e-08 2.86144e-08 1.45325e-08 2.59034e-08 3.44194e-08 4.55805e-08 1.86935e-08 1.4439e-08 1.39601e-08 1.43432e-08 3.65338e-07 2.84485e-07 4.71607e-08 1.5048e-08 1.45344e-08 1.69064e-08 2.82701e-08 1.89003e-08 1.37841e-08 2.43947e-08 6.80682e-08 4.07125e-08 3.56917e-08 4.12624e-08 3.19686e-08
threshold=-0.24620999999999996 -0.22699999999999995 -0.15322999999999998 0.0036750000000000007 -0.057544999999999992 -0.010834999999999999 0.088235000000000022 1.0000000180025095e-35 0.080205000000000012 0.07882500000000002 0.089015000000000025 -0.15078499999999997 0.053645000000000005 0.19724500000000003 -0.083284999999999984 0.091650000000000023 0.10969000000000002 0.09227500000000001 -0.082304999999999975 0.08517000000000001 -0.06977499999999999 -0.084964999999999985 0.085345000000000018 -0.50375999999999987 -0.14717499999999997 -0.0084099999999999991 0.086750000000000008 -0.079329999999999984 0.098380000000000009 -0.091054999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 -6 7 12 -9 -10 -11 -12 13 14 15 17 18 19 -16 20 21 22 -4 -20 25 -25 -26 29 -29 -27
right_child=1 2 3 4 5 -7 -8 8 9 10 11 -13 -14 -15 16 -17 -18 -19 23 -21 -22 -23 -24 24 26 27 -28 28 -30 -31
leaf_value=2.4305875285790535e-06 -3.5436882915911905e-06 2.9996276528739449e-06 1.6489978947745464e-06 5.3366387983070734e-06 2.4242727098074585e-06 -3.9653884066915955e-06 -3.0650985272293311e-06 3.9560303913314479e-06 3.5475565272025519e-06 -3.0952670235251394e-06 3.4985181292026739e-06 -1.1353490663168487e-07 2.2385360278978742e-06 2.2210084449188102e-06 2.2751490514902226e-06 1.3482390838817083e-05 -1.204635240490859e-05 -4.9627037862857532e-06 1.6982211569765716e-06 2.2069292733497359e-06 1.5426933411314775e-06 -4.219560993116526e-06 -2.0640498213162154e-06 -6.8384866335691188e-06 -9.6136266096177872e-08 -9.7641383209044033e-07 4.3266751406788118e-06 -3.773264341638034e-06 1.7453903001296568e-06 4.5413997191817976e-06
leaf_weight=20 22 21 29 24 30 27 31 24 27 40 23 38 27 26 27 20 20 24 42 22 27 24 26 20 2335 21 21 42 20 21
leaf_count=20 22 21 29 24 30 27 31 24 27 40 23 38 27 26 27 20 20 24 42 22 27 24 26 20 2335 21 21 42 20 21
internal_value=0 -1.56786e-08 9.52962e-09 -1.10041e-08 1.15731e-06 -6.02409e-07 -4.27922e-08 -1.09893e-08 9.41248e-07 3.75976e-07 -4.71872e-07 1.24839e-06 -6.27932e-08 -8.52492e-08 -1.07125e-07 7.76943e-07 -1.66316e-07 -8.94826e-07 -7.31024e-08 -1.32099e-07 -6.17558e-07 -1.35587e-06 -1.06261e-07 -9.82423e-08 -1.28666e-07 -1.49576e-06 -5.67139e-08 -4.68313e-07 -1.99305e-06 1.78249e-06
internal_weight=0 3101 3079 3058 81 57 2977 2946 152 128 101 61 2794 2767 2741 172 2569 152 2549 128 106 79 55 2522 2480 124 2356 104 62 42
internal_count=3121 3101 3079 3058 81 57 2977 2946 152 128 101 61 2794 2767 2741 172 2569 152 2549 128 106 79 55 2522 2480 124 2356 104 62 42
is_linear=0
shrinkage=0.1


Tree=6733
num_leaves=31
num_cat=0
split_feature=132 394 1203 129 1182 129 129 4 1132 131 132 130 4 130 0 2 43 2 403 42 394 43 133 133 16 43 13 43 1212 43
split_gain=1.29423e-08 6.95572e-08 3.61758e-08 1.15125e-08 1.21314e-08 1.12511e-08 1.84941e-08 3.7292e-08 1.73191e-08 1.63875e-08 2.06291e-08 1.8887e-08 7.37617e-08 6.51241e-08 4.20631e-08 7.54357e-08 1.24181e-07 4.18693e-08 6.34387e-08 2.85102e-08 2.17282e-08 2.04068e-08 2.31088e-08 4.70975e-08 4.55226e-08 8.30007e-08 6.42503e-08 5.34284e-08 3.45988e-08 3.62002e-07
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.08133 0.084790000000000018 0.11179500000000002 0.10311000000000002 -0.077999999999999986 -0.078654999999999989 0.13612500000000002 0.13831000000000002 0.085235000000000019 -0.086849999999999997 0.078550000000000023 -0.069444999999999993 0.094095000000000012 -0.095049999999999982 0.090425000000000019 -0.014954999999999998 -0.12099999999999998 -0.089309999999999987 0.26450500000000005 -0.093189999999999981 -0.11008499999999999 -0.092804999999999985 0.0041500000000000009 -0.093219999999999983 0.062770000000000006 -0.089544999999999986 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 8 -8 -5 10 11 13 -13 20 15 17 -17 18 -14 -20 -10 22 23 24 25 -22 -26 -28 29 -24
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11 -12 12 14 -15 -16 16 -18 -19 19 -21 21 -23 28 -25 26 -27 27 -29 -30 -31
leaf_value=-3.3340539299534353e-07 1.8989716345174657e-06 5.6570869322637348e-06 -4.7981122452256387e-06 -2.9359095071868072e-06 -2.4030360775452123e-06 -1.9501928990989815e-06 4.8740163967285424e-06 -7.6089575694974591e-07 -2.7330905956252289e-06 2.5161372937313554e-06 -3.0561417247554348e-06 4.8538837232533693e-06 -2.928206285091051e-06 -5.7415318315179326e-06 -3.2994644448814556e-06 -9.9829968576159449e-07 9.7524806700935842e-06 -4.5104642990538751e-06 3.7567722074527413e-07 5.7151745750161357e-06 6.7518181925238647e-06 2.2604622546396059e-06 -4.353246561429521e-06 -4.9627647959587867e-06 -5.2998529407191469e-06 -9.4793624936885739e-07 3.0355369873783883e-06 -3.4525358431736211e-06 4.6369525575487446e-09 1.1321667096808597e-05
leaf_weight=196 32 22 20 20 21 29 23 24 29 26 22 39 32 20 31 22 21 23 20 20 21 40 34 27 34 42 30 22 2153 26
leaf_count=196 32 22 20 20 21 29 23 24 29 26 22 39 32 20 31 22 21 23 20 20 21 40 34 27 34 42 30 22 2153 26
internal_value=0 5.55257e-08 -7.46804e-07 1.27805e-08 -8.39032e-09 9.37913e-09 2.96675e-08 1.99661e-06 -3.90063e-09 1.75479e-08 -6.44155e-09 1.85374e-08 9.33804e-07 -5.82889e-08 2.91708e-08 7.76908e-07 4.25208e-06 -7.96066e-07 3.90478e-07 3.04543e-06 -1.20461e-08 2.04407e-08 -1.70649e-08 -1.11991e-06 -4.23556e-07 1.61865e-06 -1.91959e-06 2.90583e-07 7.06445e-08 2.43922e-06
internal_weight=0 2905 216 2883 2851 2830 2801 47 2754 2734 2708 2686 208 2478 169 138 43 95 72 40 2458 2429 2389 176 149 63 86 52 2213 60
internal_count=3121 2905 216 2883 2851 2830 2801 47 2754 2734 2708 2686 208 2478 169 138 43 95 72 40 2458 2429 2389 176 149 63 86 52 2213 60
is_linear=0
shrinkage=0.1


Tree=6734
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1203 47 10 33 47 47 1366 1 120 2 1453 131 0 1 43 48 1 484 475 150 1375 133 3 3 1375 150
split_gain=1.06998e-08 6.66348e-08 3.39615e-08 2.829e-08 1.56411e-08 1.23778e-08 1.30454e-07 9.57682e-08 3.99768e-08 2.10392e-08 2.04752e-08 1.8328e-08 3.44669e-08 3.08803e-08 1.79452e-08 2.09687e-08 1.98467e-08 2.40752e-08 2.47475e-08 1.89748e-08 1.8443e-08 1.70078e-08 1.07825e-07 9.47889e-08 7.49216e-08 5.15886e-08 6.57608e-08 8.6265e-08 4.22798e-08 5.09868e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.087520000000000014 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.097970000000000015 0.10154500000000001 -0.082814999999999986 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 -1.0000000180025095e-35 0.095715000000000008 -0.060129999999999996 0.111945 -0.0047449999999999992 0.10322500000000003 0.12811000000000003 0.086135000000000017 -0.085684999999999997 0.10699000000000002 -0.15308499999999997 0.089755000000000015 -0.086769999999999986 -0.10217499999999997 -0.068444999999999992 0.12706500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 -3 -8 -10 -9 12 13 21 -11 16 17 18 19 -16 -19 24 -23 25 -12 26 27 -24 -26 -30
right_child=1 5 -4 -5 -6 6 8 10 9 14 11 -13 -14 -15 15 -17 -18 20 -20 -21 -22 22 23 -25 28 -27 -28 -29 29 -31
leaf_value=-2.0702793722193748e-07 5.66381271537033e-06 -5.6771524059702945e-06 -4.1410963767702922e-06 -3.6976909747127573e-06 2.4497612274059908e-06 8.4212838021358036e-06 -3.8419993264445416e-06 2.7979145688032776e-06 3.4595086041073436e-06 3.0175420965861126e-06 -4.5889954349518488e-06 2.9924418515747676e-06 -3.2090643856008684e-06 3.726498264520408e-06 2.1933344368706362e-06 -2.5191231983509141e-06 -1.881742482242664e-06 4.0546168051033388e-06 -3.2250658066567708e-06 -1.1404735416011047e-06 4.4313341836991298e-07 6.8378595922415392e-06 7.687041438152341e-07 -6.1982403622096177e-06 3.396653223717294e-06 4.2057167385272422e-06 1.226076617410854e-06 -7.5653547869676366e-06 -1.66336488237223e-07 3.9857333285908677e-06
leaf_weight=150 21 30 25 21 26 20 24 26 21 20 37 20 34 22 38 31 34 31 21 31 26 26 27 22 35 35 125 23 2089 30
leaf_count=150 21 30 25 21 26 20 24 26 21 20 37 20 34 22 38 31 34 31 21 31 26 26 27 22 35 35 125 23 2089 30
internal_value=0 5.12387e-08 -6.69096e-07 -2.28487e-07 1.85452e-07 1.02852e-08 6.21638e-07 -6.00641e-08 5.84863e-08 4.28493e-07 5.99336e-09 -2.27551e-08 -4.68286e-08 -3.31742e-09 1.54134e-07 -1.15999e-07 2.95586e-07 7.99185e-07 -2.19271e-07 6.95537e-07 2.40727e-06 -3.68233e-08 7.31142e-07 4.67682e-08 -1.27255e-07 7.01007e-07 6.53083e-11 -3.06496e-06 -5.06138e-08 -1.07553e-07
internal_weight=0 2899 222 197 176 2878 297 2581 277 253 2551 2525 2505 2471 232 212 181 147 90 69 57 2449 258 232 2191 210 175 50 2154 2119
internal_count=3121 2899 222 197 176 2878 297 2581 277 253 2551 2525 2505 2471 232 212 181 147 90 69 57 2449 258 232 2191 210 175 50 2154 2119
is_linear=0
shrinkage=0.1


Tree=6735
num_leaves=31
num_cat=0
split_feature=10 39 34 9 47 9 47 47 47 124 131 400 1204 128 12 12 4 12 132 1186 399 15 12 12 0 12 12 13 3 2
split_gain=1.11592e-08 5.12265e-08 9.93588e-08 3.43235e-08 1.97456e-08 2.60757e-07 2.08652e-07 3.32537e-08 2.98914e-08 1.70257e-08 1.62015e-08 2.4217e-08 1.92784e-08 1.52589e-08 2.98443e-08 1.00922e-07 7.84918e-08 4.61759e-08 2.17666e-08 3.63704e-07 3.05689e-07 3.19215e-08 2.57266e-08 1.48845e-07 2.02507e-07 1.20266e-07 6.7192e-08 3.35647e-08 6.8764e-08 4.1524e-08
threshold=0.0036750000000000007 0.089790000000000023 -0.05547499999999999 0.091600000000000015 0.094160000000000008 0.082870000000000013 0.096475000000000019 0.091340000000000018 0.089640000000000011 0.098110000000000017 0.13767000000000004 -0.14175499999999996 0.020355000000000002 0.090375000000000025 0.090285000000000018 0.089085000000000011 -0.079329999999999984 0.085700000000000012 -0.083284999999999984 1.0000000180025095e-35 0.091580000000000009 0.087825000000000014 0.085325000000000012 0.085635000000000003 -0.086729999999999988 0.085195000000000007 0.085955000000000018 -0.16152999999999998 -0.055119999999999995 0.11728500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 7 -6 8 9 10 11 -1 13 18 15 17 -16 -15 19 21 22 -13 25 24 -24 -20 -25 -28 29 -29
right_child=1 -3 -4 -5 6 -7 -8 -9 -10 -11 -12 12 -14 14 16 -17 -18 -19 20 -21 -22 -23 23 26 -26 -27 27 28 -30 -31
leaf_value=2.8206978655968365e-06 8.4750051655646527e-06 -2.6567306058495887e-06 -1.942497402314285e-07 -3.8798573096637087e-06 1.0631571503836314e-05 -1.0691709489354096e-05 7.7005774925456243e-08 4.0639368398842639e-06 -3.6997469289252131e-06 2.2588070426839598e-06 -2.7291947395207734e-06 -5.8541384766504716e-08 3.0553425972357221e-06 -2.8091918728443071e-06 4.6556182636637602e-06 -8.5392530388617169e-06 -2.4749405317953991e-06 3.5820465944880202e-06 -2.0789509499533147e-07 1.3718258459789469e-05 -1.2091109625581946e-05 -4.234465774288765e-06 -1.9738605859541937e-07 -4.6532799670189734e-06 1.2838549332369357e-05 -8.0501807536847986e-06 2.9611183665935624e-06 4.1653943169194047e-07 -4.1265272434306883e-06 -1.9039216363673779e-06
leaf_weight=30 20 25 39 23 20 23 295 20 22 33 22 109 20 26 26 20 38 20 879 20 21 22 26 29 22 20 43 1088 37 83
leaf_count=30 20 25 39 23 20 23 295 20 22 33 22 109 20 26 26 20 38 20 879 20 21 22 26 29 22 20 43 1088 37 83
internal_value=0 1.13698e-06 2.74448e-06 -3.14508e-08 -2.08341e-09 -8.95248e-08 7.47137e-07 1.60007e-09 -2.89898e-08 1.6695e-09 -2.69678e-08 -3.91659e-09 -3.71604e-08 -6.16167e-08 -1.11681e-06 -2.60884e-06 4.21849e-07 -3.03925e-08 -4.4368e-09 1.15779e-06 -8.25044e-08 -7.59842e-07 3.07335e-08 3.10382e-07 5.77742e-06 -3.82362e-07 1.05368e-07 2.1568e-07 1.17954e-07 2.52066e-07
internal_weight=0 84 59 3037 3014 2699 315 2676 2656 2634 2601 2579 2549 2529 130 66 64 46 2399 151 2248 131 2227 1328 48 899 1280 1251 1208 1171
internal_count=3121 84 59 3037 3014 2699 315 2676 2656 2634 2601 2579 2549 2529 130 66 64 46 2399 151 2248 131 2227 1328 48 899 1280 1251 1208 1171
is_linear=0
shrinkage=0.1


Tree=6736
num_leaves=31
num_cat=0
split_feature=132 393 1186 15 15 42 15 9 33 9 0 34 2 130 1 15 3 156 2 2 2 50 1 147 147 150 42 52 150 15
split_gain=1.19872e-08 6.00099e-08 3.06617e-08 2.82781e-08 1.2642e-08 3.23494e-08 1.83312e-08 1.20879e-08 2.32316e-08 3.55152e-08 2.22205e-08 1.69991e-08 4.25786e-08 1.18824e-08 2.1438e-08 1.19403e-08 1.22817e-08 5.44982e-08 4.05102e-08 1.09656e-07 9.52967e-08 2.97951e-08 4.99704e-08 2.12511e-08 2.67033e-08 2.45454e-08 7.5847e-08 7.46761e-08 4.68984e-08 2.04266e-08
threshold=-0.083174999999999985 0.12069000000000002 0.049580000000000006 0.092400000000000024 0.084510000000000016 -0.049004999999999993 0.083840000000000012 0.092410000000000006 -0.009184999999999997 0.085555000000000006 -0.047369999999999995 -0.08786999999999999 -0.033169999999999991 -0.23123999999999997 0.16540500000000002 -0.56020999999999987 0.11658 0.3248100000000001 0.11215000000000001 0.10584500000000001 0.11474000000000002 0.091320000000000012 0.11690500000000002 0.097985000000000017 0.090755000000000016 0.11156000000000001 0.083795000000000022 -0.020999999999999994 0.10801000000000001 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 6 -6 -1 8 -2 11 -9 -10 -13 -14 15 -15 17 23 19 -18 -20 22 -22 24 25 28 -27 -28 -17 -24
right_child=1 -3 -4 -5 5 -7 -8 10 9 -11 -12 12 13 14 -16 16 18 -19 20 -21 21 -23 29 -25 -26 26 27 -29 -30 -31
leaf_value=1.3278193899134716e-07 -2.9308744244729126e-06 5.3805068654626327e-06 -4.3440864395788158e-06 -3.4754546422846031e-06 -1.1571461789611458e-06 4.0910758507095578e-06 -3.0962225450604731e-06 4.1368555321241735e-06 2.8904906866955572e-06 4.1135087702146161e-06 -1.9587050544565691e-07 -3.9151962807539223e-06 2.3189479200234269e-06 -2.4245359463748172e-06 -3.2763712113137448e-06 2.346953231238644e-08 -6.6544706233647352e-07 -4.9873261165668166e-06 -6.4717073200881716e-06 8.7563007885667805e-06 5.5781494596046214e-06 -1.7256258975213577e-06 2.2086654966683868e-06 -3.1553991058379849e-06 3.5899320491374792e-06 -6.2789388077248993e-06 5.0449027071408636e-06 -2.5832797598123955e-06 4.6624860012591609e-06 -1.2591923548045868e-06
leaf_weight=108 27 21 21 25 23 24 21 20 20 21 29 28 22 20 20 2310 30 22 20 21 26 31 33 21 21 25 21 33 22 35
leaf_count=108 27 21 21 25 23 24 21 20 20 21 29 28 22 20 20 2310 30 22 20 21 26 31 33 21 21 25 21 33 22 35
internal_value=0 5.42365e-08 -7.08202e-07 -3.28334e-07 1.187e-07 1.5228e-06 -3.9287e-07 1.53721e-08 -1.15998e-08 1.65303e-08 1.57259e-06 -1.4407e-08 -3.54494e-08 4.29922e-09 -1.44844e-08 9.75858e-09 2.79862e-08 -3.23577e-08 7.89982e-07 3.2141e-06 -6.26375e-08 9.62814e-07 1.84943e-06 1.20814e-08 3.94322e-08 8.50708e-09 -1.72505e-06 3.83236e-07 6.72338e-08 4.23739e-07
internal_weight=0 2899 222 201 176 47 129 2878 2829 2802 49 2781 2761 2733 2711 2691 2671 2475 196 51 145 125 94 2453 2432 2411 79 54 2332 68
internal_count=3121 2899 222 201 176 47 129 2878 2829 2802 49 2781 2761 2733 2711 2691 2671 2475 196 51 145 125 94 2453 2432 2411 79 54 2332 68
is_linear=0
shrinkage=0.1


Tree=6737
num_leaves=31
num_cat=0
split_feature=1212 403 1212 2 401 401 1212 3 132 132 1 132 1 1185 132 483 12 483 482 482 482 484 482 133 51 1212 12 12 12 4
split_gain=1.12414e-08 2.49029e-08 1.48915e-08 8.27151e-08 9.83412e-08 7.97075e-08 2.31679e-08 1.89209e-07 1.30259e-08 2.55261e-08 2.38576e-08 1.54658e-08 2.75835e-07 1.71279e-07 6.96478e-08 1.20877e-08 4.3079e-08 2.31241e-08 2.05754e-08 2.1961e-08 1.87929e-08 1.8434e-07 6.35171e-08 1.7464e-08 6.5592e-08 6.08819e-08 4.50151e-08 6.81319e-08 4.94381e-08 4.06082e-08
threshold=-0.53159999999999996 0.51370000000000016 -0.09083999999999999 0.084715000000000013 0.10022000000000002 0.097145000000000023 -0.063924999999999996 -0.078724999999999976 -0.44750499999999993 -0.41127499999999995 0.16773500000000005 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 -0.084999999999999978 0.12325000000000001 0.094435000000000005 0.11517500000000001 0.11191500000000001 0.10022500000000002 0.089745000000000005 0.090535000000000018 0.087870000000000018 -0.040449999999999993 0.092790000000000011 0.13631000000000001 0.098150000000000015 0.092855000000000007 0.089885000000000007 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 -4 -8 -10 11 12 14 -13 -11 17 -17 18 19 20 22 -22 23 24 26 -25 27 28 -15 -28
right_child=1 -3 6 5 -6 -7 8 -9 9 10 -12 13 -14 15 -16 16 -18 -19 -20 -21 21 -23 -24 25 -26 -27 29 -29 -30 -31
leaf_value=-2.3632001466467046e-06 3.11930235901465e-07 3.1586195655108895e-06 -2.3013567489471873e-06 -1.8286316558573914e-06 -9.3657931442759878e-06 6.3774073350941767e-06 -2.1589857738035788e-06 9.1345504099239331e-06 3.4820673631332158e-06 -2.8638238485284304e-08 -3.2975373476967272e-06 -9.0433327429872447e-06 9.587194801194225e-06 7.9716595235650126e-07 -6.3474643173408586e-06 -4.6973888639394833e-06 1.1920268392444726e-06 2.8606342813622306e-06 -2.675017302473342e-06 3.0613058044082209e-06 2.643460987729742e-06 -8.7569537092112228e-06 5.4137058462153867e-06 -3.3394439817082265e-08 5.2204238688224501e-06 -4.9025929071761389e-06 -6.0529260008479473e-06 5.2217784491404023e-06 -2.9524723549641187e-06 1.0822892442735357e-07
leaf_weight=20 21 25 39 29 21 20 28 23 21 103 22 21 30 216 21 23 27 29 28 24 37 23 22 2078 29 26 20 30 42 23
leaf_count=20 21 25 39 29 21 20 28 23 21 103 22 21 30 216 21 23 27 29 28 24 37 23 22 2078 29 26 20 30 42 23
internal_value=0 1.52378e-08 -1.03099e-08 -1.27048e-06 -4.52693e-06 1.52077e-06 2.81072e-08 1.941e-06 -1.24672e-08 8.2936e-09 -1.70889e-08 8.21612e-09 9.82918e-07 -4.74192e-08 -1.09876e-06 2.31502e-08 -1.5171e-06 5.2466e-08 2.112e-08 5.04943e-08 2.21127e-08 -1.7267e-06 6.43205e-08 1.65582e-08 6.60168e-07 -9.35651e-08 2.60629e-07 7.11241e-07 1.8676e-07 -2.75742e-06
internal_weight=0 3101 3076 91 42 49 2985 62 2923 2895 2874 2852 154 2698 124 2677 50 2627 2598 2570 2546 60 2486 2464 360 2104 331 288 258 43
internal_count=3121 3101 3076 91 42 49 2985 62 2923 2895 2874 2852 154 2698 124 2677 50 2627 2598 2570 2546 60 2486 2464 360 2104 331 288 258 43
is_linear=0
shrinkage=0.1


Tree=6738
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 15 42 2 132 47 15 10 39 9 9 47 9 47 2 1 0 47 43 1 43 48 47 1366 49 3 160
split_gain=1.20261e-08 7.26693e-08 2.24671e-08 2.45643e-08 1.31262e-08 2.83624e-08 1.62976e-08 4.74431e-08 1.6452e-08 1.82002e-08 1.17752e-08 4.38882e-08 8.22364e-08 3.68745e-08 2.12017e-08 2.15985e-07 1.31888e-07 1.90681e-08 5.96222e-08 4.08975e-08 5.5226e-08 1.90433e-08 1.76572e-08 2.56268e-08 2.00069e-08 1.76325e-08 1.64556e-08 1.63161e-08 5.20515e-08 1.31992e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 0.084510000000000016 -0.049004999999999993 0.089320000000000024 -0.41094499999999995 0.085770000000000027 0.083840000000000012 0.0036750000000000007 0.089790000000000023 0.092235000000000011 0.091600000000000015 0.094160000000000008 0.082870000000000013 0.096850000000000006 0.10402500000000002 0.111945 -0.097024999999999986 0.10783500000000001 -0.10131 0.11751000000000002 -0.078139999999999973 0.10271500000000001 0.13283000000000003 -0.082814999999999986 0.10440000000000001 -0.087429999999999994 -0.081969999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 8 -8 9 -1 13 12 -12 14 15 26 -16 19 -19 20 -18 -21 23 24 -23 -20 -3 -28 -29 -30
right_child=1 10 -4 -5 5 -7 7 -9 -10 -11 11 -13 -14 -15 16 -17 17 18 25 21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=1.2016924478707047e-06 5.915525499793668e-06 2.5077401173890535e-06 -3.8216838425969835e-06 -3.3173772844747873e-06 -1.0461724500650551e-06 3.868006122805431e-06 3.9321500568033891e-06 -1.742457280245697e-06 -3.8714636697737404e-06 -2.7235573010589828e-06 6.3229442063554113e-06 -2.2836484304207261e-06 -1.3609019045081648e-06 -4.100776546196853e-06 8.2622942582847003e-06 -9.730388018911269e-06 7.3189565046050123e-06 -5.0197179934212523e-06 2.4870539105308878e-06 -2.2529616520235624e-06 -1.1246594567637657e-07 -2.3187139563758494e-06 -1.5038251554718348e-06 3.3393111517436105e-06 1.7680201508483152e-06 -1.0311112873750972e-06 5.5322584543596574e-08 2.5435960499938424e-06 -7.0952099505510501e-06 -1.5349134740077602e-07
leaf_weight=27 21 26 21 25 23 24 26 34 21 21 30 25 26 22 22 23 20 26 29 30 20 23 30 36 25 28 2240 36 35 126
leaf_count=27 21 26 21 25 23 24 26 34 21 21 30 25 26 22 22 23 20 26 29 30 20 23 30 36 25 28 2240 36 35 126
internal_value=0 5.43179e-08 -7.09356e-07 -3.84187e-07 3.2459e-08 1.4632e-06 -4.88817e-07 7.16539e-07 -1.53695e-06 -5.15604e-07 1.15502e-08 1.20017e-06 2.75544e-06 -2.28717e-08 9.4576e-09 -8.4786e-08 8.20148e-07 2.06937e-07 -1.05132e-06 7.74519e-07 3.60325e-06 -1.12383e-08 5.78689e-07 1.32244e-06 -1.90207e-07 7.58832e-07 5.28666e-09 -2.14117e-08 -8.93923e-07 -1.66256e-06
internal_weight=0 2899 222 201 176 47 129 60 69 48 2878 81 56 2797 2775 2486 289 267 83 184 40 144 114 84 48 57 2463 2437 197 161
internal_count=3121 2899 222 201 176 47 129 60 69 48 2878 81 56 2797 2775 2486 289 267 83 184 40 144 114 84 48 57 2463 2437 197 161
is_linear=0
shrinkage=0.1


Tree=6739
num_leaves=31
num_cat=0
split_feature=47 2 47 9 10 47 42 47 132 132 1203 1185 1 0 130 12 0 1 1 1 47 403 43 400 12 1204 455 4 148 457
split_gain=1.29553e-08 1.14711e-07 3.72876e-08 1.98535e-08 6.8379e-08 1.85087e-08 2.73602e-08 1.83039e-08 1.75617e-08 1.69131e-08 3.61894e-07 1.55645e-07 5.35669e-08 1.90394e-08 1.56288e-08 1.39321e-08 1.80488e-08 2.49357e-08 3.85023e-08 2.54616e-08 1.99837e-08 1.33955e-08 1.32683e-08 1.20989e-08 3.59279e-08 4.08739e-08 1.25991e-08 2.25554e-08 1.89215e-08 3.8993e-08
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.08925000000000001 0.053330000000000009 0.097970000000000015 0.087995000000000004 0.10305500000000002 0.089825000000000002 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.088135000000000005 -0.073309999999999986 0.10923000000000001 -0.081419999999999979 -0.061629999999999997 0.111945 0.092695000000000013 0.11751000000000002 0.12958500000000003 -0.020569999999999995 -0.080554999999999974 -0.077734999999999985 0.087535000000000016 -0.0076699999999999989 0.090605000000000019 0.11275500000000001 -0.10665499999999999 0.098180000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 9 -5 6 -3 -7 15 10 12 -11 13 14 21 -9 17 18 22 -19 -21 -1 -17 24 -13 -26 28 -28 -25 -30
right_child=1 5 -4 4 -6 7 -8 8 -10 11 -12 23 -14 -15 -16 16 -18 19 -20 20 -22 -23 -24 26 25 -27 27 -29 29 -31
leaf_value=-4.6848797270186345e-07 -7.9302195246100382e-06 -4.1177002335993731e-06 4.1717097639610243e-06 6.2743522862133849e-06 -7.3106358517281337e-07 2.2575850813474383e-06 8.0198280159038406e-07 1.773958978263251e-06 2.7002999274827745e-06 -8.8567139209772007e-06 1.3630751509481344e-05 -2.2406309632233825e-06 -4.8674507365831242e-06 3.0103268454695354e-06 -2.6062352574740547e-06 -8.4776583983458465e-07 -3.0889372434709608e-06 3.5489164794718683e-06 -3.7046017598640899e-06 -2.5604029555584669e-06 1.8563748744782063e-06 2.1384865409277995e-06 2.3492101350018947e-06 2.6142801429019667e-06 5.5858033363165305e-06 2.2765956535814831e-08 4.1091461457654079e-06 -5.3091544445619965e-07 -2.6363484365706536e-08 -2.4060984511815036e-06
leaf_weight=73 20 26 22 22 38 37 20 26 20 20 20 21 25 20 24 34 27 27 40 21 20 27 21 26 25 28 20 22 2278 71
leaf_count=73 20 26 22 22 38 37 20 26 20 20 20 21 25 20 24 34 27 27 40 21 20 27 21 26 25 28 20 22 2278 71
internal_value=0 -5.83662e-07 7.11137e-08 3.84277e-08 1.83759e-06 -1.23063e-07 -1.97871e-06 1.89609e-07 -1.34607e-07 -1.55362e-09 9.10715e-07 -7.0219e-08 -5.94615e-07 1.47197e-07 -3.14598e-07 -3.97099e-07 -6.94191e-07 -2.97515e-07 -1.34394e-06 1.16441e-06 -4.05877e-07 2.35395e-07 3.72898e-07 3.26913e-10 1.25986e-06 2.64684e-06 -3.82354e-08 1.67864e-06 -6.85969e-08 -9.82925e-08
internal_weight=0 339 2782 2760 60 319 46 273 236 2700 189 2511 169 144 124 216 190 163 95 68 41 100 55 2491 74 53 2417 42 2375 2349
internal_count=3121 339 2782 2760 60 319 46 273 236 2700 189 2511 169 144 124 216 190 163 95 68 41 100 55 2491 74 53 2417 42 2375 2349
is_linear=0
shrinkage=0.1


Tree=6740
num_leaves=31
num_cat=0
split_feature=448 1348 457 457 457 12 484 12 12 457 457 1375 1374 15 457 150 149 43 150 43 151 457 151 159 12 48 2 4 3 15
split_gain=1.19503e-08 2.24776e-08 1.23001e-08 4.98707e-08 4.64147e-08 3.22696e-08 4.684e-08 9.29426e-08 5.6773e-08 4.8673e-08 4.30363e-08 2.05662e-08 2.37668e-08 1.16215e-07 2.01082e-08 1.72878e-08 1.81393e-08 1.62836e-08 1.16301e-07 1.02218e-07 9.57269e-08 4.86954e-08 4.56216e-08 4.12279e-08 5.25325e-08 5.84162e-08 9.45681e-08 5.63776e-08 6.13841e-08 5.57837e-08
threshold=0.068920000000000023 0.091105000000000005 -0.081909999999999997 -0.067164999999999989 -0.0071649999999999995 0.08815000000000002 -0.084519999999999984 0.083985000000000018 0.084405000000000022 -0.11701499999999999 -0.086839999999999987 0.057835000000000004 -0.035729999999999991 -0.07490999999999999 0.098180000000000003 0.11819500000000001 0.091325000000000003 -0.082389999999999977 0.10874500000000002 -0.083134999999999987 -0.14960499999999996 0.085360000000000005 0.032230000000000009 0.11084000000000001 0.093965000000000007 0.091690000000000008 0.10882500000000002 -0.095774999999999985 -0.10023499999999998 0.087825000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 -1 9 -8 -7 12 13 -6 15 16 17 19 22 20 -14 23 -19 24 -22 26 27 -26 -29 -30
right_child=-2 -3 3 4 11 10 8 -9 -10 -11 -12 -13 14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-3.1867366076837172e-06 -2.4365572699025509e-06 2.7396995362020485e-06 3.7914392331523623e-06 -4.6903651515267922e-06 8.1494810535787101e-06 4.9894636748604173e-06 2.0474866609031872e-06 5.443050441537404e-06 -5.7470994656446586e-06 -3.9735579339321709e-06 -1.4921706787433887e-06 -3.089474691229216e-06 6.2857762331987034e-06 -1.5677458392815425e-06 -2.2428512700583108e-06 2.6102832975993809e-06 -2.7770320343734058e-06 -6.9547494815047447e-08 -7.6808065773548152e-06 6.7564766168288771e-06 -7.0172022040966459e-07 4.5766011350100263e-06 4.3163861427035022e-06 -4.0317687156251249e-06 5.2071784746378678e-06 -2.692838778070187e-06 8.1666381170773256e-06 -2.9719011331508227e-06 -1.0979274500878883e-06 5.8668107118611935e-06
leaf_weight=26 20 30 35 21 20 20 29 24 39 25 21 21 25 32 39 26 23 2006 20 25 358 22 24 27 26 28 23 40 23 23
leaf_count=26 20 30 35 21 20 20 29 24 39 25 21 21 25 32 39 26 23 2006 20 25 358 22 24 27 26 28 23 40 23 23
internal_value=0 1.57223e-08 -1.08877e-08 3.96366e-08 -6.40587e-09 -8.03625e-07 -1.51273e-06 9.55561e-07 -2.83977e-06 -7.40034e-07 1.6696e-06 2.83391e-08 5.16395e-08 2.16965e-06 1.17061e-08 4.40443e-08 1.92682e-08 4.33561e-08 -9.24562e-08 4.92413e-07 2.29217e-07 -3.64215e-08 -1.76941e-08 -2.21616e-07 -2.41607e-08 1.46398e-06 2.32613e-06 1.12674e-06 -1.06881e-07 2.38444e-06
internal_weight=0 3101 3071 2887 2852 184 143 50 93 54 41 2831 2810 52 2758 2719 2693 2670 2050 620 595 570 2030 548 521 163 135 112 86 46
internal_count=3121 3101 3071 2887 2852 184 143 50 93 54 41 2831 2810 52 2758 2719 2693 2670 2050 620 595 570 2030 548 521 163 135 112 86 46
is_linear=0
shrinkage=0.1


Tree=6741
num_leaves=31
num_cat=0
split_feature=33 47 47 47 1 39 124 393 47 47 1 14 43 133 34 34 131 1209 1208 49 475 2 3 43 49 13 51 43 49 49
split_gain=1.16406e-08 1.15695e-08 1.06601e-07 3.1162e-08 2.09939e-08 2.99401e-08 1.79386e-08 1.6582e-08 1.5473e-08 2.28753e-08 1.6316e-08 5.33904e-08 4.67578e-08 2.50273e-08 1.54568e-08 2.49535e-08 1.42008e-08 1.7981e-08 2.36966e-08 1.54062e-08 6.84995e-08 1.16922e-07 3.7384e-08 8.60361e-08 3.74194e-08 5.80136e-08 4.41431e-08 3.97216e-08 3.04559e-08 3.50587e-08
threshold=-0.0066799999999999993 0.092165000000000011 0.09585500000000001 0.090100000000000013 0.16540500000000002 0.15009500000000003 0.10195500000000002 0.12679500000000002 0.097970000000000015 0.10094500000000002 0.099990000000000009 -0.073114999999999986 -0.011244999999999998 -0.084614999999999982 -0.08786999999999999 -0.083689999999999987 0.13767000000000004 0.14268500000000003 0.11253500000000001 0.10440000000000001 -0.085774999999999976 0.087625000000000022 -0.094874999999999987 -0.084569999999999992 0.15665000000000004 -0.051094999999999995 -0.44986999999999994 -0.072269999999999987 0.10211000000000002 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 14 -4 -10 12 -12 -11 -13 -2 -16 17 18 19 28 -21 -22 -23 -24 25 26 -25 -28 29 -17
right_child=1 2 8 -5 -6 -7 -8 -9 9 10 11 13 -14 -15 15 16 -18 -19 -20 20 21 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=1.8402227156269982e-06 2.5511850033719543e-06 -6.9969701816792927e-06 -2.4129697714250561e-06 3.7955697952053351e-06 3.0935295471449949e-06 -3.6821594707444918e-06 2.4956221507417124e-06 2.5080164907474404e-06 3.311768985743887e-06 1.5346337137780724e-07 5.069963025438153e-06 -3.5018993821722687e-06 -4.8753287592262497e-06 3.1018274345599149e-07 -3.1350912057457842e-06 8.3318804297211775e-08 -2.5513760481937259e-06 2.9868516253372948e-06 -3.451902957749553e-06 -6.3851176287244021e-06 6.9977725752323762e-06 2.650594463019566e-06 -7.6067114908558628e-06 -3.6332939953354076e-06 3.1629446766601179e-06 -4.7016253805370275e-06 -1.3563494144364087e-06 4.5714142813197291e-06 3.6985499847382336e-06 -3.6097626277226557e-06
leaf_weight=34 23 24 26 22 22 22 29 26 21 71 22 20 25 124 26 2266 22 20 20 20 20 23 21 20 21 36 20 26 23 26
leaf_count=34 23 24 26 22 22 22 29 26 21 71 22 20 25 124 26 2266 22 20 20 20 20 23 21 20 21 36 20 26 23 26
internal_value=0 -2.02646e-08 -5.76999e-07 4.7053e-08 1.68673e-08 -8.10929e-09 2.19611e-08 -5.01756e-09 -7.83609e-08 1.36126e-07 -1.1841e-07 4.8171e-07 -1.15612e-06 -2.19273e-07 -2.98329e-08 -5.25775e-08 -2.15615e-08 1.62086e-10 -2.33367e-08 3.85261e-09 -8.22691e-07 -2.27779e-07 -1.09311e-06 -1.69107e-06 -6.81079e-07 -1.4725e-06 2.88847e-07 1.99413e-06 7.77595e-08 4.14252e-08
internal_weight=0 3087 333 2754 2732 2710 2688 2659 309 283 262 166 96 144 2633 2610 2584 2562 2542 2522 207 187 167 144 123 102 66 46 2315 2292
internal_count=3121 3087 333 2754 2732 2710 2688 2659 309 283 262 166 96 144 2633 2610 2584 2562 2542 2522 207 187 167 144 123 102 66 46 2315 2292
is_linear=0
shrinkage=0.1


Tree=6742
num_leaves=31
num_cat=0
split_feature=1429 1417 475 475 1420 471 52 151 16 1426 2 480 0 481 1447 1447 160 399 1210 0 1 4 12 52 0 13 13 0 1210 13
split_gain=1.08971e-08 2.83771e-08 2.25043e-08 3.29998e-08 3.48992e-08 1.2699e-08 1.75619e-08 3.83555e-08 2.72399e-08 3.47847e-08 1.46562e-08 6.95342e-08 1.67656e-07 1.05234e-07 8.17329e-08 6.5104e-08 6.50949e-08 6.64637e-08 5.81653e-08 6.48712e-08 2.4461e-07 3.94996e-07 2.27313e-07 7.03329e-08 7.17744e-08 5.49276e-08 1.1419e-07 5.90874e-08 6.04062e-08 6.94465e-08
threshold=0.12521000000000002 -0.080324999999999994 -0.50059999999999982 -0.24431999999999998 1.0000000180025095e-35 0.094575000000000006 -0.56022499999999986 -0.080454999999999985 0.63636000000000015 -0.082379999999999995 0.084415000000000004 0.086995000000000017 -0.087414999999999979 -0.086219999999999977 -0.085684999999999997 0.059120000000000013 -0.43215499999999996 0.091580000000000009 -0.14175499999999996 -0.10096999999999999 0.092695000000000013 0.24564500000000003 0.082095000000000015 -0.19683499999999995 -0.068189999999999987 -0.090639999999999984 -0.093839999999999993 -0.093584999999999988 -0.076234999999999983 -0.083364999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 9 -8 11 13 -13 -11 -15 -12 -16 18 -18 20 22 -22 -20 24 -21 26 -25 -27 -29 -30
right_child=-2 2 3 4 -6 -7 8 -9 -10 10 15 12 -14 14 16 -17 17 -19 19 23 21 -23 -24 25 -26 27 -28 28 29 -31
leaf_value=-3.5937273222233759e-06 2.3267086791634032e-06 3.3540663093845075e-06 -3.3685901210697797e-06 -1.1973870901523958e-06 4.1842890925636307e-06 -1.9883126142872245e-06 4.1740079700502977e-06 4.5997470570000594e-06 -2.7497729792318954e-06 6.3597247223394027e-06 -2.2952952175478431e-07 3.4586482581497204e-06 -7.6633528654686724e-06 -5.9841987967956813e-06 5.4096230647141619e-06 5.0109960023784574e-06 5.3537669459945481e-06 5.620067252928731e-06 -1.0880911240747082e-05 7.8030588264255132e-06 1.7674341900904741e-05 -2.0744934924247598e-07 3.6960520842315063e-06 -7.9212210721379974e-07 4.959986022075144e-07 -5.347675290939454e-06 7.7217483245160274e-06 -6.1546776305476679e-06 -3.9120385786696312e-06 -9.6488952669998703e-08
leaf_weight=22 20 20 29 21 20 32 20 25 36 30 1935 23 33 20 26 24 21 23 20 20 21 30 23 50 41 30 23 20 54 409
leaf_count=22 20 20 29 21 20 32 20 25 36 30 1935 23 33 20 26 24 21 23 20 20 21 30 23 50 41 30 23 20 54 409
internal_value=0 -1.50145e-08 1.0556e-08 -1.13041e-08 2.08283e-08 -6.83586e-09 1.4456e-08 1.95323e-06 -1.59613e-08 1.80226e-08 -1.08786e-08 3.19072e-07 -3.09539e-06 5.41151e-07 3.31094e-07 -1.65327e-07 4.86835e-07 3.23787e-07 1.63925e-07 1.68448e-08 2.47158e-06 7.15564e-06 -3.08393e-06 -3.39794e-07 2.89176e-06 -6.76184e-07 1.89033e-06 -1.0414e-06 -7.73929e-07 -5.41499e-07
internal_weight=0 3101 3079 3059 3030 3010 2978 46 2932 2896 2876 917 56 861 831 1959 811 785 762 741 94 51 43 647 61 586 73 513 483 463
internal_count=3121 3101 3079 3059 3030 3010 2978 46 2932 2896 2876 917 56 861 831 1959 811 785 762 741 94 51 43 647 61 586 73 513 483 463
is_linear=0
shrinkage=0.1


Tree=6743
num_leaves=31
num_cat=0
split_feature=45 11 49 33 9 15 47 47 9 97 47 159 13 0 1210 2 13 1212 1 3 159 16 1 133 2 4 159 13 13 133
split_gain=1.11341e-08 7.57182e-08 3.71754e-08 2.11875e-08 2.01809e-08 3.12419e-08 1.19458e-08 8.38612e-08 3.88378e-08 2.34951e-07 5.20587e-08 3.64336e-08 1.50583e-08 1.2086e-07 2.63208e-07 1.65889e-07 1.02227e-07 1.43808e-07 5.95682e-08 8.26319e-08 4.0245e-08 5.62968e-08 9.73326e-08 9.35035e-08 5.79948e-08 4.74701e-08 4.10595e-08 3.88191e-08 3.89913e-08 1.29808e-07
threshold=0.094030000000000016 -0.011194999999999998 0.13087000000000001 -0.009184999999999997 0.088235000000000022 -0.18895499999999996 0.092165000000000011 0.09550500000000002 -0.013509999999999999 -0.049229999999999996 0.089785000000000018 0.078675000000000009 -0.089109999999999981 -0.083804999999999977 -0.076234999999999983 0.088225000000000012 -0.087934999999999985 0.085450000000000012 0.10684 -0.075944999999999985 0.085545000000000024 -0.18708499999999997 0.094825000000000007 0.08622500000000001 0.10005000000000001 0.0033150000000000007 0.097885000000000014 -0.087404999999999997 -0.08645499999999999 0.086910000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 6 -6 8 -8 9 11 12 -5 13 14 -10 -15 17 -14 19 -17 21 22 23 -16 25 -23 -22 -18 29 -29
right_child=2 3 -4 4 5 -7 7 -9 10 -11 -12 -13 16 15 20 18 27 -19 -20 -21 26 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=5.395477137426497e-06 -4.7225946076423499e-06 -2.812838762043544e-06 1.301542890056832e-06 -3.8850427428699802e-06 4.0720579207979768e-08 4.7103003295057492e-06 -6.7298960316076693e-06 -1.7372176224936002e-07 -1.2303875076300065e-05 1.152429214073436e-05 -4.8761654935250682e-06 1.4615770105592674e-06 8.6729851645372956e-06 1.0173965461035551e-05 -1.1797098134564977e-05 -2.0494256970001365e-06 -3.5650144491228274e-06 -1.9768990568991285e-06 -3.6836328331446569e-06 5.9469091866048991e-06 4.6767343064857414e-06 -1.8580146802703116e-07 5.8462982603183868e-08 -2.1273758670758979e-06 4.2992656527000388e-06 -5.1735447201558017e-06 -5.6930916276247152e-07 -8.2361640731202592e-07 -2.589976271193378e-08 7.8435860460659671e-06
leaf_weight=26 20 27 21 26 38 23 21 275 21 20 22 25 32 22 20 24 30 21 25 28 25 112 39 20 24 23 37 48 1999 27
leaf_count=26 20 27 21 26 38 23 21 275 21 20 22 25 32 22 20 24 30 21 25 28 25 112 39 20 24 23 37 48 1999 27
internal_value=0 2.17873e-08 -1.63706e-06 -2.39612e-08 9.14829e-10 1.80138e-06 -3.61143e-08 -6.38856e-07 3.07064e-08 2.33823e-06 -3.23309e-08 -1.26415e-06 9.02122e-09 -5.38791e-07 -1.48086e-06 2.51579e-06 1.15688e-07 4.45322e-06 3.27746e-07 2.25629e-06 -7.23248e-07 -1.3144e-06 -3.49632e-06 -6.96224e-06 -2.30308e-07 -1.03557e-06 1.54603e-06 6.42546e-09 5.80856e-08 2.29658e-06
internal_weight=0 3080 41 3054 3027 61 2966 296 2670 71 2599 51 2577 420 321 99 2157 53 77 52 300 238 79 40 159 135 62 2104 2074 75
internal_count=3121 3080 41 3054 3027 61 2966 296 2670 71 2599 51 2577 420 321 99 2157 53 77 52 300 238 79 40 159 135 62 2104 2074 75
is_linear=0
shrinkage=0.1


Tree=6744
num_leaves=31
num_cat=0
split_feature=11 33 142 147 147 13 4 4 483 160 160 3 160 457 3 1 1 132 1 1 13 4 1 1 0 474 3 3 1 1
split_gain=1.24163e-08 1.42121e-08 1.21598e-08 1.3668e-08 2.3295e-08 1.48392e-08 3.75634e-08 5.19381e-08 3.30599e-08 3.13792e-08 3.05881e-08 8.01925e-08 4.06162e-08 4.53949e-08 4.04272e-08 3.09196e-08 2.53224e-07 3.10836e-07 4.85205e-07 1.12119e-07 1.85035e-07 1.11296e-07 9.32076e-08 8.02611e-08 7.79709e-08 5.21007e-08 4.40312e-08 4.80267e-08 2.89733e-08 8.71443e-08
threshold=-0.072629999999999986 -0.0066799999999999993 -0.057499999999999989 0.099730000000000027 0.093875000000000014 -0.016469999999999995 -0.42529999999999996 -0.17966999999999997 -0.14949999999999997 0.55608500000000005 0.10908000000000002 -0.094874999999999987 0.098320000000000005 -0.0029299999999999994 0.086245000000000016 0.085475000000000009 0.08801500000000001 -0.083284999999999984 0.089770000000000016 0.093890000000000015 0.00084500000000000016 -0.083644999999999983 0.098700000000000024 0.082005000000000008 -0.13455999999999999 0.096025000000000013 0.11658 0.10299500000000002 0.10337500000000001 0.10658000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 -7 -9 12 -12 13 14 -10 23 21 -18 -19 20 -20 -17 -21 24 -15 26 27 28 -24 -30
right_child=1 2 3 -5 -6 8 7 9 10 -11 11 -13 -14 15 -16 16 17 18 19 22 -22 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.4233730597091251e-06 2.0805967186320092e-06 -2.3483457198381077e-06 -3.2448524734718379e-06 1.9480829407096205e-06 -2.9923466139819129e-06 4.1174031221916351e-06 4.6138327201847666e-06 -1.2301079561473245e-07 -2.2276273625720935e-08 -4.1080732194131997e-06 2.3005811610368085e-06 -6.0078577266591101e-06 4.2144165096129447e-06 4.6666436689848629e-06 -5.9569766547569587e-06 3.5905382177319282e-06 1.2377012158140133e-05 -1.1321822701673326e-05 1.1912356285392889e-05 -4.6231932462828094e-06 -9.1561420919353385e-07 1.3297196838244592e-05 2.5708343710099398e-06 -4.7066465968883783e-06 -1.3659513663161929e-07 5.3161622833964763e-06 3.3400481452616763e-06 -4.3018372077942611e-06 -4.6359567953594387e-06 8.2914255206863658e-07
leaf_weight=21 33 22 39 36 26 22 23 1642 24 20 21 26 26 36 22 27 20 37 22 38 23 21 43 36 552 22 40 26 37 138
leaf_count=21 33 22 39 36 26 22 23 1642 24 20 21 26 26 36 22 27 20 37 22 38 23 21 43 36 552 22 40 26 37 138
internal_value=0 1.6414e-08 -5.796e-09 1.11288e-08 -1.20451e-08 1.39314e-08 -1.76668e-07 -1.05654e-07 2.74927e-07 -1.70966e-07 2.06589e-07 -2.29558e-06 3.05414e-07 2.181e-07 -2.86061e-06 3.44773e-07 9.35823e-07 1.93074e-07 -3.78942e-07 6.61898e-07 5.35584e-06 7.8372e-06 4.78649e-08 -1.23142e-07 1.57481e-07 6.27931e-07 2.64758e-07 -2.39388e-07 2.45125e-07 -3.26336e-07
internal_weight=0 3100 3067 3045 3009 2983 1724 1685 1259 1662 1237 47 1190 1164 46 1118 494 446 426 389 45 48 344 624 588 306 284 244 218 175
internal_count=3121 3100 3067 3045 3009 2983 1724 1685 1259 1662 1237 47 1190 1164 46 1118 494 446 426 389 45 48 344 624 588 306 284 244 218 175
is_linear=0
shrinkage=0.1


Tree=6745
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1 0 130 132 16 3 45 9 10 11 34 9 1426 157 0 0 0 0 0 42 51 51 16 16 159 2 4
split_gain=1.35592e-08 7.3449e-08 3.63329e-08 1.45382e-08 1.24411e-08 1.29563e-08 1.83516e-08 1.24601e-08 1.38396e-08 1.11468e-08 1.14531e-08 2.97136e-08 4.14865e-08 3.78732e-08 1.79297e-08 1.15231e-08 6.7879e-08 1.55567e-08 1.36164e-07 5.36781e-08 1.12445e-07 9.2707e-08 4.94754e-08 5.67048e-08 1.2393e-07 4.47979e-08 1.53318e-07 4.8748e-08 1.28703e-07 2.12578e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.09202500000000001 -0.073309999999999986 0.115025 -0.26631499999999991 -0.090054999999999982 -0.086769999999999986 -0.067109999999999989 0.092410000000000006 0.053330000000000009 -1.0000000180025095e-35 -0.028109999999999996 0.10750500000000002 -0.052649999999999995 -0.0048549999999999991 -0.067094999999999988 -0.068604999999999985 -0.069824999999999984 -0.070499999999999993 -0.071339999999999987 -0.098769999999999983 0.020580000000000005 0.095820000000000016 0.26799500000000004 0.19444000000000003 0.10545500000000001 0.10613000000000002 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8 -9 -3 11 12 -11 -13 -12 16 -14 18 19 20 21 -17 -19 25 -25 26 -24 28 29 -27
right_child=1 9 -4 -5 -6 -7 7 8 -10 10 14 13 15 -15 -16 17 -18 22 -20 -21 -22 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=2.9740131640210167e-06 5.9502509321603051e-06 -2.3379004778689707e-06 -4.1206119476555614e-06 -2.0504073469006421e-06 2.3581877619769582e-06 -2.4265459628222437e-06 -2.3276422339790771e-06 -9.6152889395134962e-07 1.8856449191990843e-06 4.3711789678788841e-06 3.6458910869896502e-06 -5.6320339700462122e-06 1.6544846928923108e-06 4.4838336179964247e-07 -4.3918187013029341e-07 -3.2549698120184916e-08 -5.2999227723375959e-06 4.2632523514619226e-06 -7.1395772566676084e-06 4.1378018558878964e-06 -5.9362406061858053e-06 6.494324481500577e-06 -3.4853058177669374e-07 7.0833136419423685e-06 1.7310512452661321e-07 1.3435224667816892e-05 -8.9167208285368328e-06 -2.9434727279154827e-06 -7.2361586362035273e-07 4.0446205150968332e-07
leaf_weight=20 21 20 28 37 22 22 24 38 31 22 22 21 32 20 21 2013 25 33 27 31 32 22 227 36 93 21 23 26 80 31
leaf_count=20 21 20 28 37 22 22 24 38 31 22 22 21 32 20 21 2013 25 33 27 31 32 22 227 36 93 21 23 26 80 31
internal_value=0 5.76852e-08 -7.53209e-07 -2.67192e-07 1.53056e-07 -2.06298e-07 2.25962e-07 -3.65016e-07 3.17636e-07 1.46887e-08 3.11519e-08 6.41043e-09 4.59086e-08 -2.66598e-06 1.65086e-06 1.13316e-08 -1.39569e-06 4.10905e-08 -8.3343e-08 7.46652e-09 -5.44785e-08 3.80111e-08 5.04987e-07 2.74033e-07 2.10154e-06 -3.03781e-07 -1.1368e-06 1.01429e-06 1.79385e-06 5.66689e-06
internal_weight=0 2899 222 194 157 135 113 93 69 2878 2858 2815 2774 41 43 2752 57 2695 2125 2098 2067 2035 570 537 129 408 250 158 132 52
internal_count=3121 2899 222 194 157 135 113 93 69 2878 2858 2815 2774 41 43 2752 57 2695 2125 2098 2067 2035 570 537 129 408 250 158 132 52
is_linear=0
shrinkage=0.1


Tree=6746
num_leaves=31
num_cat=0
split_feature=11 33 34 97 10 44 44 33 34 132 1185 1203 1 403 1210 3 1212 484 481 52 12 0 133 12 1210 133 403 51 1209 42
split_gain=1.30423e-08 1.26085e-08 1.20209e-08 1.26464e-08 4.3872e-08 1.4702e-08 3.54524e-08 1.4922e-08 1.70859e-08 1.15218e-08 5.96221e-08 2.8943e-08 1.31005e-08 1.14302e-08 7.02642e-08 1.16046e-07 5.88826e-08 5.00481e-08 1.01754e-07 3.11015e-08 1.50657e-07 7.20889e-08 6.27495e-08 1.12034e-07 7.68508e-08 5.68609e-08 5.39878e-08 1.19031e-07 6.70525e-08 7.92694e-08
threshold=-0.072629999999999986 -0.0066799999999999993 -0.112215 -0.086464999999999986 0.11192500000000001 0.099360000000000018 0.081805000000000017 0.085305000000000006 -0.078549999999999995 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.09202500000000001 -0.0047449999999999992 -0.064799999999999983 -0.081644999999999981 -0.087764999999999996 -0.081614999999999979 -0.081614999999999979 0.086450000000000013 0.085955000000000018 -0.086234999999999992 0.40945500000000007 0.096990000000000007 -0.078184999999999991 -0.0089749999999999986 -0.036149999999999995 0.090050000000000005 0.11386000000000002 0.11720500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 8 -5 11 -11 12 -10 16 15 -15 -12 -18 -19 26 -21 -22 24 -24 -23 -26 27 28 29 -20
right_child=1 2 3 4 -6 -7 -8 -9 9 10 13 -13 -14 14 -16 -17 17 18 19 20 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.4837170204115131e-06 1.9610714871580997e-06 -2.3332283004409955e-06 -2.3761646048114929e-06 2.8534012980820816e-06 4.4794674910132349e-06 -2.1344924913790922e-06 4.1147028360978224e-06 -2.5458524542836647e-06 1.2980623324938716e-07 5.3552176680005651e-06 5.7253529166700905e-06 -3.7085507593863963e-06 -1.9865117047225391e-06 1.2474522335992334e-06 -2.2581718798257408e-08 -9.3959785815622177e-06 -3.6374222744939289e-06 6.5367009494383848e-06 1.0846657244336539e-06 -6.8111419282753826e-06 5.4784967375098864e-06 -7.5364599820204606e-06 6.141259594979573e-06 -3.1895700945225059e-06 -4.8107733618962811e-06 1.4481941386119172e-06 5.6388732446066571e-06 -7.0586633000857546e-06 6.3615138580124557e-06 -4.6416435402028997e-06
leaf_weight=21 33 22 22 21 22 32 21 23 156 21 20 28 36 20 2024 21 32 26 231 35 24 20 31 22 21 47 21 20 21 27
leaf_count=21 33 22 22 21 22 32 21 23 156 21 20 28 36 20 2024 21 32 26 231 35 24 20 31 22 21 47 21 20 21 27
internal_value=0 1.68247e-08 -4.0948e-09 1.27331e-08 3.01184e-08 -2.4993e-09 2.04794e-08 -8.68568e-09 1.12647e-08 -9.28795e-09 4.77391e-08 -7.05019e-07 -2.67003e-07 5.8852e-09 -1.05604e-07 -4.20406e-06 3.90877e-07 2.06293e-07 4.31565e-07 1.26308e-07 -8.51939e-07 4.12134e-07 -4.50226e-07 2.26809e-06 -2.08739e-06 -4.84722e-07 7.37713e-07 3.93485e-07 9.27689e-07 4.85401e-07
internal_weight=0 3100 3067 3045 3023 3001 2969 2948 2925 2904 2684 220 192 2663 2065 41 598 578 546 520 200 165 141 53 88 68 320 299 279 258
internal_count=3121 3100 3067 3045 3023 3001 2969 2948 2925 2904 2684 220 192 2663 2065 41 598 578 546 520 200 165 141 53 88 68 320 299 279 258
is_linear=0
shrinkage=0.1


Tree=6747
num_leaves=31
num_cat=0
split_feature=1209 43 1213 1213 1213 15 1210 15 15 15 480 480 160 132 1203 1185 393 403 402 403 42 482 1456 4 4 13 0 12 12 1451
split_gain=1.29687e-08 1.0631e-07 1.48775e-08 3.95705e-08 3.62733e-08 3.70219e-08 1.51944e-08 1.54243e-08 8.46039e-08 5.1306e-08 3.33747e-08 3.74195e-08 7.94205e-08 3.20443e-08 5.36212e-07 3.91038e-07 3.034e-08 2.9101e-08 6.21497e-08 4.31629e-08 4.22467e-08 2.8203e-08 3.80575e-08 2.27932e-08 3.15677e-08 2.70565e-08 5.5404e-08 5.3791e-08 3.56901e-08 2.00544e-08
threshold=-0.087714999999999987 -0.0047449999999999992 -0.24064499999999997 -0.15413999999999997 -0.4908249999999999 0.088850000000000012 -0.13847499999999999 0.093115000000000017 0.092145000000000019 0.094810000000000019 -0.080264999999999989 0.11303500000000001 -0.53379499999999991 -0.083284999999999984 0.089165000000000008 -1.0000000180025095e-35 0.10483000000000002 0.05728500000000001 -0.45454999999999995 -0.083814999999999987 0.091545000000000015 0.11191500000000001 -1.0000000180025095e-35 -0.078629999999999992 -0.14723499999999998 -0.084319999999999992 -0.073309999999999986 0.093105000000000007 0.11351500000000002 0.091400000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -6 -5 8 13 -9 -11 12 -12 14 16 -15 -8 18 -14 20 -20 22 -21 24 -24 -25 27 -27 -28 -17
right_child=2 -3 3 6 5 -7 7 9 -10 10 11 -13 17 15 -16 29 -18 -19 19 21 -22 -23 23 25 -26 26 28 -29 -30 -31
leaf_value=-2.0772082223174948e-06 7.8883821621142186e-07 7.079524650743268e-06 3.8210809009342489e-06 2.109130783730617e-06 -2.2180459836818046e-07 -6.1046123134830214e-06 -1.3976854563334139e-07 4.2408327451138419e-06 -5.708840419376632e-06 3.8738211159121102e-06 -6.4203637268178682e-06 4.1421392575102799e-06 5.005849612434059e-06 -1.3767323010445884e-05 1.6655500576234773e-05 -2.9443946022704776e-08 -4.1198305656177011e-06 -3.5139915044488769e-06 1.8882501080952353e-07 4.1530252046535336e-06 -6.2330738988488783e-06 -2.9693723284005749e-06 6.1908011937041674e-08 2.39252367100562e-06 5.0967705465154726e-06 -8.8399970160214175e-07 3.7433225643326298e-06 -7.6252233429841003e-06 -1.9242207463321396e-06 -3.0633433508145661e-06
leaf_weight=32 41 21 27 33 20 23 148 34 27 23 20 20 26 21 20 2256 22 21 20 29 21 22 33 25 20 29 25 20 20 22
leaf_count=32 41 21 27 33 20 23 148 34 27 23 20 20 26 21 20 2256 22 21 20 29 21 22 33 25 20 29 25 20 20 22
internal_value=0 1.55093e-06 -2.67894e-08 1.01575e-08 -1.33928e-06 -3.36842e-06 -2.46395e-08 -4.87211e-08 -1.4121e-07 5.21625e-07 1.83516e-07 -5.82994e-08 -3.12102e-07 -8.08135e-08 1.16731e-06 -1.83964e-07 -6.54835e-07 8.07119e-08 3.41018e-07 -1.18397e-07 -3.10044e-06 4.29871e-07 8.01927e-07 2.36917e-07 1.96186e-06 -5.31334e-07 -1.30896e-06 -3.63552e-06 1.22441e-06 -5.87441e-08
internal_weight=0 53 3068 2984 84 43 2957 2924 2516 408 374 351 331 2489 190 2299 170 311 290 264 41 223 201 172 53 119 94 49 45 2278
internal_count=3121 53 3068 2984 84 43 2957 2924 2516 408 374 351 331 2489 190 2299 170 311 290 264 41 223 201 172 53 119 94 49 45 2278
is_linear=0
shrinkage=0.1


Tree=6748
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1209 1213 160 16 13 43 43 403 403 2 402 43 1210 0 1186 129 401 401 12 394 1212 1212 52 1209 1210 1211 42
split_gain=1.17738e-08 7.44555e-08 4.3206e-08 1.12017e-08 1.1145e-08 1.4832e-07 6.69932e-08 1.4412e-07 6.76407e-08 1.59602e-07 5.67232e-08 3.92639e-08 3.49214e-08 1.70999e-08 9.56821e-08 3.4606e-08 1.69713e-08 1.61816e-08 2.04036e-08 1.53382e-08 2.18151e-08 2.20045e-07 3.75251e-08 2.64153e-08 1.05676e-07 6.5157e-08 3.12265e-08 1.41316e-08 2.79822e-08 1.28005e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.14444499999999996 0.04198000000000001 -0.025879999999999997 -0.079504999999999978 -0.078704999999999983 -0.0098449999999999979 -0.036954999999999995 -0.014954999999999998 -0.55327499999999985 0.086285000000000014 -0.45015499999999992 0.055925000000000009 0.24726500000000004 -0.077084999999999987 -0.089559999999999987 -0.082304999999999975 0.12053500000000002 0.10632500000000002 0.088245000000000004 -0.099329999999999988 -0.092474999999999988 -0.064959999999999976 0.086275000000000004 -1.0000000180025095e-35 -0.099939999999999987 0.10326000000000002 0.11720500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 11 -6 8 -8 9 -7 12 -5 -10 14 -13 17 -9 -15 -19 20 22 -22 -20 25 -25 -24 -26 -28 29 -29
right_child=1 3 -4 4 5 6 7 16 10 -11 -12 13 -14 15 -16 -17 -18 18 19 -21 21 -23 23 24 26 -27 27 28 -30 -31
leaf_value=-1.7188196076422737e-07 5.9865491320600819e-06 2.3688252304054915e-06 -4.374002766586013e-06 -4.4747305037162738e-06 7.9207045428120191e-06 -1.7685283933133178e-06 -9.8646700985227662e-06 -1.5929952025674409e-06 5.203402849929262e-08 1.0864856858461281e-05 3.1827430253391263e-06 -6.4037615511156424e-06 -5.7866238984431785e-06 -2.6679195447405106e-06 3.0536141548509481e-06 4.0486230708276187e-06 1.9916531600756568e-06 3.0286814256380074e-06 -3.2975892442469299e-06 -2.1717124664891425e-06 -4.3909772866105159e-06 8.0374331916792807e-06 5.9410782076459634e-06 -5.941979805849466e-06 3.183858308558786e-06 -1.7872632543003421e-06 -2.5935114146185309e-06 -7.262096448122962e-08 3.736522526196495e-06 1.0685417278783834e-06
leaf_weight=194 21 20 28 20 25 20 20 28 20 20 24 23 21 23 20 21 25 22 35 33 28 29 24 30 31 20 21 2152 20 103
leaf_count=194 21 20 28 20 25 20 20 28 20 20 24 23 21 23 20 21 25 22 35 33 28 29 24 30 31 20 21 2152 20 103
internal_value=0 5.3744e-08 -7.01879e-07 1.04539e-08 -6.04975e-09 7.08107e-07 -3.04899e-07 -2.63159e-06 1.3127e-06 4.54816e-06 -6.78348e-07 -6.06538e-08 -2.9385e-06 -2.71504e-08 -2.00498e-06 5.66088e-09 9.78767e-08 -2.73621e-08 -3.52666e-09 -2.99354e-08 -1.5846e-09 1.93225e-06 -4.68344e-08 5.52694e-10 -4.47661e-08 2.4282e-06 3.12616e-08 -1.13039e-08 1.25318e-08 -2.04969e-08
internal_weight=0 2899 222 2878 2858 203 178 73 105 40 65 2655 41 2635 43 2592 53 2571 2548 2526 2493 57 2436 2401 2357 44 2327 2296 2275 2255
internal_count=3121 2899 222 2878 2858 203 178 73 105 40 65 2655 41 2635 43 2592 53 2571 2548 2526 2493 57 2436 2401 2357 44 2327 2296 2275 2255
is_linear=0
shrinkage=0.1


Tree=6749
num_leaves=31
num_cat=0
split_feature=403 403 403 403 1209 2 1209 401 0 3 402 1210 1210 1213 1213 1213 1212 1212 2 1210 1212 1211 1213 1186 1210 12 402 402 16 1203
split_gain=1.15005e-08 2.06114e-08 3.58435e-08 2.54025e-08 1.91894e-08 9.093e-08 4.14857e-08 1.21795e-08 7.67084e-08 3.3964e-08 2.75278e-08 9.69442e-08 1.63725e-08 1.28018e-08 3.32016e-08 3.31783e-08 1.90484e-08 1.04711e-07 9.83546e-08 2.66442e-08 1.6278e-08 5.81909e-08 1.82205e-08 1.58151e-08 1.43994e-08 1.40326e-08 1.26631e-08 3.92625e-08 2.42408e-08 2.2919e-08
threshold=-0.55327499999999985 -0.54856499999999986 -0.53960999999999981 -0.53255499999999989 -0.084519999999999984 0.084715000000000013 -0.065739999999999979 -0.078179999999999986 -0.071719999999999992 -0.078084999999999988 -0.45454999999999995 0.11446500000000001 0.0028200000000000005 -0.24064499999999997 -0.15226999999999999 -0.4908249999999999 -0.089544999999999986 -0.022679999999999995 0.086675000000000016 -0.094799999999999982 0.12799000000000002 0.10167000000000002 0.10050000000000002 -0.088079999999999978 -0.081369999999999984 0.088435000000000014 -0.064959999999999976 -0.092414999999999983 -0.077074999999999991 0.094640000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6 8 9 -8 -9 12 13 15 -15 -12 18 -18 -16 -19 21 22 23 25 -25 -21 27 28 -26 -28
right_child=1 2 3 4 6 -7 7 10 -10 -11 11 -13 -14 14 16 -17 17 19 -20 20 -22 -23 -24 24 26 -27 29 -29 -30 -31
leaf_value=1.7769986407579889e-06 -2.8804203284380495e-06 4.2221720900670335e-06 -3.4910941126651908e-06 -2.1204688925569861e-06 -4.5734615126491462e-06 6.2491044241141944e-06 1.4555493862644654e-06 3.3342968549732178e-06 5.957122459676612e-06 -3.360362330163803e-06 7.5935290439972324e-07 -6.8359471264383981e-06 2.834713640851305e-06 4.0577780208650441e-06 -1.7192559687373434e-06 -3.5048367067247458e-06 -7.1014266463212811e-06 3.6240546455701407e-06 7.334038716635405e-06 -2.9484270466387641e-08 -2.8817789956292475e-06 4.1545356752563254e-06 -2.3055173477399334e-06 -2.3280519152584543e-06 -3.1441506308738099e-06 3.5458973481739953e-06 -5.1654838023088692e-08 4.2632567278309992e-06 1.6661498265917047e-06 -2.8801512163728809e-06
leaf_weight=36 25 20 21 27 20 25 32 24 24 27 37 21 20 20 30 36 21 20 20 21 20 33 36 28 20 23 2356 27 22 29
leaf_count=36 25 20 21 27 20 25 32 24 24 27 37 21 20 20 30 36 21 20 20 21 20 33 36 28 20 23 2356 27 22 29
internal_value=0 -2.07416e-08 2.62179e-09 -2.51384e-08 -1.02941e-09 1.90336e-06 -3.4406e-08 -3.60146e-09 1.19059e-06 -7.48342e-07 -3.82096e-08 -6.67096e-08 -1.62825e-08 -3.66541e-08 -1.65689e-09 -1.34354e-06 -3.16601e-08 -6.8063e-08 1.90206e-06 -1.20096e-08 -3.98189e-08 -1.79156e-08 -7.16591e-08 -3.98226e-08 -7.3138e-08 1.83947e-06 -4.74095e-08 1.28812e-06 -6.24469e-07 -8.60475e-08
internal_weight=0 3085 3060 3040 3019 52 2967 2947 83 59 2864 2840 2819 2799 2726 73 2706 2656 50 2635 2615 2595 2562 2526 2482 44 2454 69 42 2385
internal_count=3121 3085 3060 3040 3019 52 2967 2947 83 59 2864 2840 2819 2799 2726 73 2706 2656 50 2635 2615 2595 2562 2526 2482 44 2454 69 42 2385
is_linear=0
shrinkage=0.1


Tree=6750
num_leaves=31
num_cat=0
split_feature=403 3 403 1209 1212 1212 42 42 402 15 15 1 16 43 16 43 16 4 43 52 160 4 42 132 1203 1211 50 1211 4 1451
split_gain=1.1189e-08 1.09487e-07 3.48692e-08 2.82323e-08 1.28006e-08 1.23901e-08 1.74777e-07 2.66297e-07 9.36338e-08 1.29772e-08 6.4343e-08 4.50841e-08 1.76776e-07 4.09811e-07 1.12304e-07 1.15783e-07 1.11606e-07 8.67486e-08 7.52458e-08 6.58094e-08 5.78564e-08 5.91696e-08 3.09505e-08 2.7601e-08 4.67572e-07 3.39919e-07 3.15161e-08 1.92561e-08 2.70326e-08 1.65999e-08
threshold=-0.5492149999999999 -0.085784999999999986 -0.5425549999999999 -0.092684999999999976 -0.44605499999999992 -0.089544999999999986 0.087505000000000013 0.083865000000000009 0.13775000000000001 0.093115000000000017 0.092145000000000019 0.092945000000000014 -0.040964999999999994 -0.035139999999999991 -0.040964999999999994 -1.0000000180025095e-35 -0.022939999999999999 -0.072334999999999997 -0.078139999999999973 0.10263500000000002 -0.054789999999999998 -0.077519999999999992 0.090545000000000014 -0.083284999999999984 0.089165000000000008 0.11048500000000001 0.097510000000000013 0.088310000000000013 -0.080924999999999983 0.091400000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 7 -6 9 10 23 12 13 -11 15 -13 -14 -15 -16 -19 22 -22 -18 24 26 27 -7 29 -29 -25
right_child=2 -3 3 4 5 8 -8 -9 -10 11 -12 14 16 17 18 -17 20 19 -20 -21 21 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=6.8976641511074962e-06 -4.1874210363346267e-06 -2.1560228400202877e-06 3.2210120050674759e-06 -1.8269996702749781e-06 -9.5411347691272869e-07 -6.792748710063432e-08 -4.1334875731990909e-06 1.3942672248958843e-05 -6.258814611707446e-06 1.3710005185885166e-05 -5.019143030110102e-06 -1.0403621224668314e-05 -7.3902387828184145e-06 4.8378514467164206e-06 6.8631123110662887e-06 -1.0036033029935329e-06 2.6474614597563315e-08 1.9137642016886503e-06 -2.8249042815429806e-07 -4.3606401153998116e-06 -8.826722326678768e-07 5.8688087592599914e-06 -5.3407149434427823e-06 1.0995899212443977e-08 1.5601265854172652e-05 -1.0872048086451381e-05 -4.2955984463333156e-06 4.4582049625936955e-06 -5.6868023875722432e-07 -2.7497684940995401e-06
leaf_weight=22 20 34 27 39 30 149 36 20 24 32 26 20 25 34 20 38 22 32 56 35 27 25 21 2173 20 29 20 23 20 22
leaf_count=22 20 34 27 39 30 149 36 20 24 32 26 20 25 34 20 38 22 32 56 35 27 25 21 2173 20 29 20 23 20 22
internal_value=0 1.40078e-06 -2.55901e-08 1.7454e-09 -2.70552e-08 -3.49097e-09 1.17935e-06 5.0046e-06 -3.86533e-08 1.33801e-08 -7.06006e-08 5.51985e-07 1.33749e-06 3.84831e-06 -9.31094e-07 -4.24499e-06 -1.44534e-06 7.23812e-07 1.59793e-06 -1.36391e-06 1.1911e-07 2.36323e-06 -2.59471e-06 -1.82137e-08 1.14282e-06 -1.15009e-07 -5.68244e-07 2.43808e-08 2.12012e-06 -1.66746e-08
internal_weight=0 56 3065 3045 3018 2979 86 50 2893 2869 2482 387 253 133 134 58 120 101 76 67 95 52 43 2456 189 2267 169 2238 43 2195
internal_count=3121 56 3065 3045 3018 2979 86 50 2893 2869 2482 387 253 133 134 58 120 101 76 67 95 52 43 2456 189 2267 169 2238 43 2195
is_linear=0
shrinkage=0.1


Tree=6751
num_leaves=31
num_cat=0
split_feature=132 1203 1185 1201 11 142 1212 16 16 0 1212 3 402 4 402 403 403 13 13 4 43 1212 13 1209 1213 0 402 394 394 13
split_gain=1.19915e-08 5.47651e-08 5.32728e-08 1.09893e-08 1.05984e-08 1.07635e-08 1.07289e-08 7.26231e-08 7.61978e-08 4.37128e-08 1.92913e-08 1.67313e-07 1.48133e-08 6.11714e-08 3.39808e-08 1.22221e-08 9.47907e-08 4.225e-08 8.15353e-08 9.51952e-08 4.39276e-08 3.64937e-08 3.61481e-08 2.41291e-08 2.64906e-08 1.25044e-07 3.60779e-08 2.54735e-08 4.13362e-08 6.41473e-08
threshold=-0.083174999999999985 0.089005000000000015 -0.083264999999999992 -0.08261499999999998 -0.072629999999999986 -0.057499999999999989 -0.09083999999999999 -0.092484999999999984 -0.088159999999999988 -0.080869999999999984 -0.063924999999999996 -0.078724999999999976 -0.45015499999999992 -0.076229999999999978 -0.42072999999999994 0.05728500000000001 0.022375000000000003 -0.097984999999999989 -0.010094999999999998 -0.078629999999999992 -0.00088499999999999983 0.11660500000000001 -0.004174999999999999 -0.084519999999999984 0.093235000000000026 -0.086554999999999979 0.10874500000000002 -0.11103499999999998 -0.078674999999999981 -0.011914999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6 7 -7 -9 -10 11 -8 13 -12 -14 16 21 -17 19 -19 -21 23 -20 -16 26 -26 27 -25 29 -29
right_child=2 -3 3 4 5 6 10 8 9 -11 12 -13 14 -15 15 17 -18 18 22 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-1.2388900682498598e-07 5.0726367806505767e-06 -4.9292868138932309e-06 2.2968446988410769e-06 -2.2373751432626578e-06 -2.2381036582633634e-06 -5.4647468190254314e-06 -2.4928251384677206e-06 5.8999771238177353e-06 -3.3919967476182278e-06 1.3129580651138895e-06 7.7735075580839739e-07 8.9253013530175116e-06 3.9873732873729752e-06 -6.0249067269069205e-06 -2.8707479596677931e-06 -2.5501196084576353e-06 -6.4121972133327054e-06 9.5745400461634166e-06 -3.5078641968329278e-06 -1.7738816456444729e-06 4.7745311871949535e-06 3.6276115128178586e-06 7.7132324994492103e-07 3.5713871822906641e-06 8.2037811082392137e-06 -1.8573535377678734e-06 -4.2477061151657833e-06 1.5881377926874053e-06 5.3589015393528079e-08 -5.6759045821213621e-06
leaf_weight=195 21 27 21 21 21 27 33 20 39 40 39 21 22 20 29 32 23 22 26 21 20 28 82 20 21 30 20 20 2129 31
leaf_count=195 21 27 21 21 21 27 33 20 39 40 39 21 22 20 29 32 23 22 26 21 20 28 82 20 21 30 20 20 2129 31
internal_value=0 -7.08329e-07 5.42456e-08 1.76277e-08 8.74649e-10 1.74484e-08 3.42749e-08 -8.67605e-07 3.86162e-07 -1.00974e-06 7.65348e-08 1.94756e-06 3.81913e-08 -1.5285e-06 7.40743e-08 4.03654e-08 -2.39158e-08 7.84824e-07 1.40891e-06 4.26792e-06 1.42047e-06 3.91987e-08 -2.58852e-07 -4.48632e-09 3.2115e-08 2.28547e-06 -1.96512e-08 1.87857e-08 -1.3807e-08 -2.82726e-06
internal_weight=0 222 2899 2878 2857 2836 2815 126 99 79 2689 54 2635 59 2576 2554 2351 203 171 63 41 2328 108 2300 2271 51 2220 2200 2180 51
internal_count=3121 222 2899 2878 2857 2836 2815 126 99 79 2689 54 2635 59 2576 2554 2351 203 171 63 41 2328 108 2300 2271 51 2220 2200 2180 51
is_linear=0
shrinkage=0.1


Tree=6752
num_leaves=31
num_cat=0
split_feature=47 2 47 1 121 39 2 9 3 9 132 1186 1185 1203 403 1210 3 1212 484 481 52 13 12 12 12 12 12 4 3 16
split_gain=1.02143e-08 9.80434e-08 2.95738e-08 1.53041e-08 4.1905e-08 2.14121e-08 4.31545e-08 2.58021e-08 9.66831e-08 7.83835e-08 1.68636e-08 3.20201e-07 1.76763e-07 5.40394e-08 1.40072e-08 5.98062e-08 1.03803e-07 5.48071e-08 4.7304e-08 8.19402e-08 2.85699e-08 1.54946e-07 4.18419e-08 1.72008e-07 1.21666e-07 1.09973e-07 1.61025e-07 9.57142e-08 6.20087e-08 1.15899e-07
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.16540500000000002 -0.094339999999999993 -1.0000000180025095e-35 0.10584500000000001 0.092235000000000011 -0.13309499999999996 0.085555000000000006 -0.083284999999999984 1.0000000180025095e-35 -0.083264999999999992 0.085960000000000023 -0.0047449999999999992 -0.064799999999999983 -0.081644999999999981 -0.082209999999999991 -0.081614999999999979 -0.081614999999999979 0.10611000000000001 -0.080519999999999994 0.093765000000000015 0.095935000000000006 0.092355000000000007 0.090840000000000018 0.089885000000000007 -0.076229999999999978 -0.082334999999999978 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 9 -9 10 11 13 -12 -7 17 16 -16 -14 -19 -20 22 -22 24 -24 25 26 28 -25 -21 -30
right_child=1 -3 -4 -5 5 7 -8 8 -10 -11 12 -13 14 -15 15 -17 -18 18 19 20 21 -23 23 27 -26 -27 -28 -29 29 -31
leaf_value=-4.3338625501250636e-06 -7.3101176610634869e-06 -9.2420649570996505e-08 3.715050547725696e-06 2.6610098995082478e-06 5.5292037186085335e-06 2.1932843174678299e-07 -6.1990445078663477e-07 2.7447236089983565e-06 -6.6694216239208504e-06 6.1365131581884014e-06 -9.4293207439477562e-06 1.2543311923504268e-05 4.8412563703297775e-06 -4.7623537695401942e-06 1.2558611626900528e-06 -3.7374858898363921e-08 -8.8104858031372372e-06 -3.5680076698260949e-06 5.9243013875122697e-06 -7.5923613357845147e-07 -8.9056539980533888e-06 1.3004928975943567e-06 -8.8856708435227833e-06 4.756661818166524e-06 6.6173746375040665e-06 -4.7950790761635493e-06 9.4967183291113814e-06 -2.1612222994033599e-06 -2.9695763979086837e-08 9.0335851295787428e-06
leaf_weight=22 20 319 22 22 21 134 25 20 24 21 20 21 27 26 20 1793 21 31 26 154 21 51 23 36 35 36 21 45 43 21
leaf_count=22 20 319 22 22 21 134 25 20 24 21 20 21 27 26 20 1793 21 31 26 154 21 51 23 36 35 36 21 45 43 21
internal_value=0 -5.18243e-07 6.31544e-08 3.40451e-08 1.29373e-08 4.8147e-08 2.1873e-06 1.12928e-08 -2.39026e-06 5.15321e-08 2.47851e-09 9.33582e-07 -6.7047e-08 -5.90195e-07 1.08422e-08 -1.23727e-07 -3.90007e-06 4.43826e-07 2.25169e-07 4.54834e-07 1.62229e-07 -1.6763e-06 4.81973e-07 -1.25371e-06 1.06427e-06 3.57506e-07 1.13363e-06 9.13393e-07 3.28009e-07 2.94419e-06
internal_weight=0 339 2782 2760 2738 2716 46 2670 44 2626 2605 181 2424 160 2404 1834 41 570 543 512 486 72 414 104 310 275 239 81 218 64
internal_count=3121 339 2782 2760 2738 2716 46 2670 44 2626 2605 181 2424 160 2404 1834 41 570 543 512 486 72 414 104 310 275 239 81 218 64
is_linear=0
shrinkage=0.1


Tree=6753
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1210 16 1212 402 403 2 4 43 133 1212 1208 403 403 403 15 13 13 13 1371 43 16 13 0 15 50 4 1375
split_gain=1.24583e-08 6.08653e-08 4.17512e-08 1.16508e-08 1.05247e-07 2.34934e-07 1.38669e-07 1.03419e-07 9.71749e-08 1.60312e-07 1.38519e-07 1.11491e-07 4.84501e-08 2.57858e-08 1.35837e-08 1.33449e-08 1.93469e-08 3.74481e-08 1.41612e-08 5.14504e-08 9.45693e-08 8.1999e-08 5.73179e-08 8.15144e-08 4.6858e-08 1.03497e-07 1.07441e-07 8.84587e-08 6.5951e-08 5.87728e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.00046999999999999993 -0.092484999999999984 -0.089544999999999986 0.23460000000000003 0.0033700000000000002 0.085105000000000014 -0.081714999999999996 -0.043144999999999996 0.26639000000000007 0.086140000000000008 0.11332500000000002 -0.52641999999999989 -0.44023999999999991 -0.34918499999999997 0.089740000000000014 -0.084774999999999989 -0.085804999999999979 -0.085669999999999982 0.083235000000000017 -0.074974999999999986 -0.0094449999999999968 -0.087714999999999987 -0.08841499999999998 -0.092489999999999989 0.10377500000000002 -0.012509999999999999 0.060690000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 7 8 9 12 -10 -12 -7 14 -5 -16 17 -17 19 21 -21 24 23 -22 29 26 -26 28 -27 -18
right_child=1 3 -4 13 5 6 -8 -9 10 -11 11 -13 -14 -15 15 16 18 -19 -20 20 22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-2.0099187522482306e-07 5.4193826079946507e-06 -4.9838059822079613e-06 -4.3317629953370288e-06 1.834993721762984e-06 1.1482619279810198e-05 3.4905756349652275e-06 -6.7672616045418483e-06 7.2929790996454365e-06 -2.2650875973428607e-06 -9.4019684886668326e-06 1.6522453486923834e-06 1.1730190475472705e-05 -2.8164386982271461e-06 -3.5354937863086804e-06 -2.0133944056343514e-06 -3.470404126033075e-07 -1.1982619316759046e-07 5.277656113662488e-06 1.0023671806620269e-07 -8.5633936838088895e-06 5.6989202597551846e-06 6.1800845674042651e-06 -5.2373513767634001e-06 -3.0113263743590903e-06 -3.4632997540029465e-06 -3.7603356872750737e-06 4.6921253056910122e-06 -4.2887701586854143e-07 -1.1694643524151617e-05 4.9475592611258896e-06
leaf_weight=194 21 29 28 39 21 29 24 25 31 22 23 21 21 21 34 29 494 20 1730 21 21 20 20 22 30 22 35 30 20 24
leaf_count=194 21 29 28 39 21 29 24 25 31 22 23 21 21 21 34 29 494 20 1730 21 21 20 20 22 30 22 35 30 20 24
internal_value=0 5.52874e-08 -7.2199e-07 1.6147e-08 6.74272e-07 1.43042e-06 3.53399e-07 1.34698e-06 3.35756e-07 -2.28836e-06 2.85491e-06 6.46217e-06 8.4163e-07 -4.53647e-08 -1.7294e-08 -4.53807e-08 -1.90165e-08 1.94875e-06 -5.77553e-08 -4.17869e-07 -2.75179e-06 -1.27425e-07 -8.14585e-07 1.24252e-06 -3.20021e-07 -1.96468e-06 9.28083e-07 -4.5762e-06 -7.53858e-06 1.14956e-07
internal_weight=0 2899 222 2878 246 217 196 172 147 72 75 44 50 2632 2611 2572 2538 49 2489 759 84 675 63 43 655 137 65 72 42 518
internal_count=3121 2899 222 2878 246 217 196 172 147 72 75 44 50 2632 2611 2572 2538 49 2489 759 84 675 63 43 655 137 65 72 42 518
is_linear=0
shrinkage=0.1


Tree=6754
num_leaves=31
num_cat=0
split_feature=1208 1208 403 3 1210 401 1212 1212 1210 1210 401 401 1212 1211 1211 132 1203 132 130 1186 132 16 399 1210 1209 1209 401 133 403 131
split_gain=1.14526e-08 2.17049e-08 1.61291e-08 1.0458e-07 1.85614e-08 1.69627e-08 1.58451e-08 6.39371e-08 5.21297e-08 3.26152e-08 2.27576e-08 2.76867e-08 1.69506e-08 2.97488e-08 2.95811e-08 1.82598e-08 6.45623e-08 2.987e-08 1.25375e-08 1.50423e-08 1.92952e-08 1.82469e-08 1.23235e-08 1.16883e-08 2.53969e-08 1.84985e-08 2.08729e-08 3.63048e-08 4.05713e-08 1.23737e-08
threshold=0.11846000000000001 0.10683000000000002 -0.53960999999999981 -0.085709999999999995 -0.3960249999999999 0.13571500000000003 -0.09386499999999999 -0.088629999999999987 -0.090569999999999998 -0.083289999999999989 1.0000000180025095e-35 0.10997500000000002 0.13795000000000002 0.12162000000000002 0.11048500000000001 -0.083284999999999984 0.089005000000000015 -0.044384999999999994 0.08610000000000001 -0.0046349999999999994 -0.41127499999999995 -0.090764999999999985 0.087725000000000011 -0.079504999999999978 -0.084629999999999997 -0.065739999999999979 -0.06959499999999999 0.51114000000000004 -0.42113499999999993 0.11863000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 10 -8 -9 -10 -6 -12 13 14 15 16 18 -17 19 -11 -21 -22 -23 -19 -25 -26 -27 28 -28 -30
right_child=-2 -3 4 -5 5 -7 7 8 9 12 11 -13 -14 -15 -16 17 -18 23 -20 20 21 22 -24 24 25 26 27 -29 29 -31
leaf_value=-3.6048285068090991e-06 2.0900138110846458e-06 -3.0780772229500935e-06 -2.9218099970504148e-06 4.7850692482871895e-06 3.9486323815522575e-07 2.4886451312879756e-06 5.3835359872002966e-06 -4.2463315421941694e-06 3.8505010541650177e-06 9.9388432123045554e-07 -5.5032228590876223e-06 -8.3029743223050902e-07 2.6885469710775755e-06 -3.8802303762963673e-06 3.1134469372773313e-06 3.4683053849278165e-06 -6.2101225964960617e-06 -2.0371995877407507e-06 7.199854534058111e-07 1.0102006945089669e-06 -1.6480754051631915e-07 -5.5661584752897399e-06 -2.0977233600119473e-06 3.4802674593135764e-06 -3.0410409505066128e-06 2.3074972324511925e-06 4.3971789866063882e-06 -3.3185985957419636e-06 1.0040586639172098e-08 -1.9117245595707038e-06
leaf_weight=24 26 23 22 39 44 27 22 29 22 28 21 32 23 20 30 25 21 28 68 20 21 20 21 21 20 39 21 33 2297 34
leaf_count=24 26 23 22 39 44 27 22 29 22 28 21 32 23 20 30 25 21 28 68 20 21 20 21 21 20 39 21 33 2297 34
internal_value=0 -1.75591e-08 5.35498e-09 1.58892e-06 -2.78004e-08 -6.48527e-09 -2.92449e-08 1.33421e-08 -2.82434e-08 1.52575e-08 -1.28622e-06 -2.68183e-06 -1.49845e-08 -3.7457e-08 -9.47902e-09 -4.39611e-08 -9.66116e-07 2.89177e-08 -3.47441e-07 -1.0073e-06 -1.69064e-06 -2.56188e-06 -3.78964e-06 -5.57272e-09 1.75046e-08 -1.22491e-08 1.27409e-08 -2.47834e-08 2.14308e-08 -1.79903e-08
internal_weight=0 3095 3072 63 3009 2987 2960 2863 2841 2812 97 53 2790 2767 2747 2717 199 2518 178 110 82 62 41 2493 2465 2444 2424 2385 2352 2331
internal_count=3121 3095 3072 63 3009 2987 2960 2863 2841 2812 97 53 2790 2767 2747 2717 199 2518 178 110 82 62 41 2493 2465 2444 2424 2385 2352 2331
is_linear=0
shrinkage=0.1


Tree=6755
num_leaves=31
num_cat=0
split_feature=402 1212 401 1212 2 3 0 1210 1213 133 1210 130 133 16 2 2 1208 0 0 0 52 1446 0 151 151 131 131 479 51 156
split_gain=1.28204e-08 1.75338e-08 1.59149e-08 1.39254e-08 5.75597e-08 9.96562e-08 6.07363e-08 1.60963e-08 8.36055e-08 1.87979e-07 7.98299e-08 9.36228e-08 1.20893e-07 5.72068e-08 1.38189e-07 7.42882e-08 2.2374e-08 1.41656e-08 1.42671e-07 1.34566e-07 6.3101e-08 3.47318e-08 5.70732e-08 3.5309e-08 7.25076e-08 6.03809e-08 2.63897e-07 9.26346e-08 4.86786e-08 1.09864e-07
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.09083999999999999 0.084715000000000013 -0.081459999999999991 -0.085134999999999975 -0.00046999999999999993 -0.085284999999999986 -0.023589999999999996 -0.018549999999999994 0.08610000000000001 -0.0042999999999999991 -0.079109999999999986 0.086285000000000014 0.085485000000000019 0.11332500000000002 -0.082394999999999982 -0.082009999999999986 -0.082619999999999985 0.085175000000000015 0.091725000000000015 -0.091069999999999984 -0.085134999999999975 -0.08341999999999998 0.091360000000000011 0.08956500000000002 0.091680000000000011 -0.085734999999999992 0.087515000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 8 -5 -10 11 12 -11 14 -14 -15 17 19 20 21 -19 23 -23 28 -25 26 27 -26 -9 -30
right_child=-2 -3 -4 7 6 -7 -8 16 9 10 -12 -13 13 15 -16 -17 -18 18 -20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-8.484476468410044e-06 2.4624955412513201e-06 -2.8964085280287173e-06 2.5680196813482326e-06 5.8516740417526934e-06 4.1510859125537542e-06 5.520119972201288e-07 -1.98068986808916e-06 5.3029730791078952e-06 -9.0807047462249103e-06 7.7707354497154779e-06 6.6489260778167681e-06 -5.543966086485813e-06 6.3683050308510812e-06 -7.3349194377669849e-06 -3.8620240047748665e-06 9.9834470031213565e-07 -3.2925066894525424e-06 1.0051615611246234e-05 3.4155918978242287e-08 -7.9904323694212191e-06 2.2031379807057896e-06 -3.9546251933831534e-07 6.4498360924993731e-06 -5.5482445077359449e-06 -4.2498980969155432e-07 2.1951721250613622e-06 -1.1614921042802876e-05 6.448887938006464e-06 1.2449387818631093e-06 -6.3983314140343642e-06
leaf_weight=23 21 21 24 29 30 26 35 23 20 24 23 23 31 20 23 23 21 20 1217 22 21 29 21 27 993 89 21 20 180 21
leaf_count=23 21 21 24 29 30 26 35 23 20 24 23 23 31 20 23 23 21 20 1217 22 21 29 21 27 993 89 21 20 180 21
internal_value=0 -1.66781e-08 2.96281e-09 -1.71882e-08 -1.1016e-06 -3.68961e-06 8.4936e-07 2.48461e-08 8.5579e-07 8.10272e-08 1.17824e-06 3.04451e-07 1.41613e-06 -1.5614e-07 2.01094e-06 -2.87759e-06 -4.10196e-08 -1.57677e-08 2.29623e-07 -2.29254e-07 6.03166e-06 -1.09348e-07 2.47956e-06 -2.03559e-07 -4.27289e-07 -3.04168e-07 -5.19294e-07 -2.89277e-07 9.45055e-07 4.46388e-07
internal_weight=0 3100 3079 3055 114 49 65 2941 216 187 167 144 121 97 54 43 2725 2704 1258 1446 41 1424 50 1374 1150 1123 1034 1013 224 201
internal_count=3121 3100 3079 3055 114 49 65 2941 216 187 167 144 121 97 54 43 2725 2704 1258 1446 41 1424 50 1374 1150 1123 1034 1013 224 201
is_linear=0
shrinkage=0.1


Tree=6756
num_leaves=31
num_cat=0
split_feature=1208 1208 403 3 1210 1210 15 1209 1209 132 15 1185 1186 9 10 1 9 12 2 132 12 45 14 11 16 402 4 16 16 51
split_gain=1.0658e-08 1.82275e-08 1.8217e-08 9.98515e-08 1.56338e-08 1.54083e-08 1.09097e-07 1.95209e-08 1.62201e-08 1.17879e-08 3.00216e-07 1.84944e-07 4.86252e-08 1.13495e-08 2.43277e-08 3.37771e-08 2.40414e-08 2.17118e-08 1.08831e-08 3.61172e-08 2.73779e-08 1.05955e-08 3.64163e-08 2.74889e-08 1.187e-08 4.82337e-08 4.89499e-08 3.93267e-08 9.76172e-08 8.5719e-08
threshold=0.11846000000000001 0.10480500000000002 -0.53960999999999981 -0.085709999999999995 -0.3960249999999999 -0.089089999999999989 0.085465000000000013 -0.085894999999999985 -0.077594999999999983 -0.083284999999999984 0.091915000000000011 -1.0000000180025095e-35 0.0044650000000000011 0.092410000000000006 0.053330000000000009 0.11829500000000003 0.086220000000000005 -0.010834999999999999 0.089125000000000024 -0.41094499999999995 0.090165000000000009 0.094030000000000016 -0.10708499999999999 -0.011194999999999998 -0.15241499999999997 0.095140000000000016 -0.064804999999999988 -0.095094999999999985 -0.093244999999999981 0.10736500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6 -7 -9 10 12 -11 18 14 16 -16 21 -15 20 -20 -10 23 -23 -13 25 26 -25 29 -29 -26
right_child=-2 -3 4 -5 5 7 -8 8 9 11 -12 13 -14 17 15 -17 -18 -19 19 -21 -22 22 -24 24 27 -27 -28 28 -30 -31
leaf_value=-3.2642848090347344e-06 2.0162150034453726e-06 -2.5122142832954304e-06 -2.683748267496743e-06 5.0628594319985292e-06 6.9511131695911723e-06 -2.5311479622623959e-06 -3.368732717490275e-06 2.580527546551063e-06 2.5286206117414168e-07 -9.4349123780072361e-06 1.1225359401123569e-05 3.6854952190878977e-06 -5.1786325978279521e-06 3.9250762007387016e-06 -5.3994886775399217e-06 3.427128299498301e-07 3.1470937737291629e-06 -3.2852692665333701e-07 3.916707304597367e-06 -9.7731033921072112e-07 -3.3803264256805834e-06 1.3697979125026904e-06 -4.6647926205878321e-06 -4.4311220110470325e-06 2.6352387485082585e-06 -4.7008052459974493e-06 6.7493334097533145e-08 -7.026177729017037e-06 -2.6617580722791146e-09 -2.4609567394770427e-06
leaf_weight=24 26 29 22 36 21 31 20 24 80 21 24 20 21 21 20 21 24 28 25 38 28 20 20 26 142 26 347 20 1873 43
leaf_count=24 26 29 22 36 21 31 20 24 80 21 24 20 21 21 20 21 24 28 25 38 28 20 20 26 142 26 347 20 1873 43
internal_value=0 -1.69266e-08 6.67529e-09 1.732e-06 -2.77624e-08 -8.18069e-09 1.91704e-06 -3.50017e-08 -8.42868e-09 -2.99436e-08 6.80635e-07 -8.73855e-08 -6.37456e-07 -1.33387e-08 -4.17328e-08 -2.45836e-06 -3.04409e-09 1.49445e-06 -7.97678e-08 9.6476e-07 -6.89076e-07 -3.28444e-08 -1.6475e-06 -6.97889e-09 -3.6793e-08 -5.36366e-07 -2.46083e-07 5.91308e-08 -7.68669e-08 1.45072e-06
internal_weight=0 3095 3066 60 3006 2984 41 2943 2912 2888 216 2672 192 2651 2602 41 2561 49 171 63 108 2537 40 2497 2477 399 373 2078 1893 185
internal_count=3121 3095 3066 60 3006 2984 41 2943 2912 2888 216 2672 192 2651 2602 41 2561 49 171 63 108 2537 40 2497 2477 399 373 2078 1893 185
is_linear=0
shrinkage=0.1


Tree=6757
num_leaves=31
num_cat=0
split_feature=11 402 401 132 1185 15 1186 401 1212 43 16 401 0 391 129 1182 130 42 13 130 1 15 128 129 1212 1211 1211 401 393 13
split_gain=1.28367e-08 1.23821e-08 1.75763e-08 1.22122e-08 6.78107e-08 2.85535e-08 2.77015e-08 1.34788e-08 1.32282e-08 7.71849e-08 1.07183e-07 1.4463e-08 1.0055e-07 5.77874e-08 2.00009e-08 1.94437e-08 1.898e-08 1.24262e-08 1.43249e-08 1.29033e-07 7.03737e-08 4.58709e-08 2.9745e-08 4.07028e-08 2.97073e-08 2.45935e-08 3.90558e-08 1.73584e-08 2.33849e-08 1.60621e-08
threshold=-0.072629999999999986 0.31278000000000006 0.13699500000000003 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.12463 -0.09083999999999999 -0.0047449999999999992 -0.091354999999999978 0.10632500000000002 -0.083804999999999977 -0.087114999999999984 -0.048309999999999992 0.084455000000000016 0.12174000000000001 -0.23108499999999998 0.24813000000000004 -0.23123999999999997 0.15799000000000005 -0.045854999999999993 0.10773500000000001 0.10532000000000001 0.13795000000000002 0.11671000000000002 0.10326000000000002 0.094270000000000007 0.088255000000000014 0.27020000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 8 9 -6 -11 13 -13 -10 -15 16 17 -16 19 -19 22 -20 23 24 25 26 27 28 -21 -23
right_child=1 -3 -4 4 7 -7 -8 -9 11 10 -12 12 -14 14 15 -17 -18 18 21 20 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.4640523096628562e-06 9.6754021148460673e-08 2.4366774238972411e-06 -2.8162144934123553e-06 5.7371597411777967e-06 -4.8867414417535273e-06 -4.1177287429987203e-06 -3.7481418411559953e-06 2.6203405491287411e-06 -5.3288833680653627e-06 7.0123629575391527e-06 -1.8820724584483762e-06 -2.7890747016657693e-06 6.6672405322068789e-06 3.002766118737307e-06 2.0614620492172741e-06 -3.0651281477389603e-06 2.8069078985026868e-06 7.8571796426071418e-06 -5.1547615054336019e-06 6.3445083210606557e-09 -5.6452990337034365e-06 2.5340216052427424e-06 3.6151652120284071e-06 -4.3814575550170175e-06 3.4021570977179531e-06 -2.7946987815554285e-06 3.8218103495805908e-06 2.6716337686139016e-06 -2.7161032804201569e-06 -1.4737323999725051e-06
leaf_weight=21 174 21 22 21 35 22 21 20 20 20 42 23 22 23 30 20 25 21 22 2250 22 20 23 21 26 31 27 24 32 20
leaf_count=21 174 21 22 21 35 22 21 20 20 20 42 23 22 23 30 20 25 21 22 2250 22 20 23 21 26 31 27 24 32 20
internal_value=0 1.66972e-08 1.92007e-10 2.04606e-08 7.57091e-08 -7.02607e-07 -3.17312e-07 3.35344e-08 1.50506e-08 -1.13233e-06 9.871e-07 5.62407e-08 1.83401e-06 2.61316e-08 6.67461e-08 4.09127e-08 6.48606e-08 3.81766e-08 1.42701e-08 5.18493e-08 -1.48901e-08 -1.48708e-06 3.6001e-08 1.85721e-09 4.03717e-08 3.39774e-09 4.05778e-08 -3.69512e-09 -3.18318e-08 5.30145e-07
internal_weight=0 3100 3079 3057 2840 217 195 2819 2799 97 62 2702 45 2657 2637 2614 2594 2569 2539 2477 2456 62 2434 2411 2390 2364 2333 2306 2282 40
internal_count=3121 3100 3079 3057 2840 217 195 2819 2799 97 62 2702 45 2657 2637 2614 2594 2569 2539 2477 2456 62 2434 2411 2390 2364 2333 2306 2282 40
is_linear=0
shrinkage=0.1


Tree=6758
num_leaves=31
num_cat=0
split_feature=130 12 132 50 132 1203 39 12 33 9 15 34 2 1186 129 394 12 394 1213 160 16 0 403 133 12 12 1213 1210 403 402
split_gain=1.4499e-08 3.41053e-08 1.05142e-08 2.95415e-07 1.65811e-07 4.5708e-08 1.16947e-08 3.9033e-08 3.24038e-08 1.83064e-08 2.69958e-08 1.44167e-08 4.08691e-08 1.33917e-08 1.91127e-08 2.52197e-08 1.40751e-08 1.12052e-08 1.25686e-08 1.40898e-07 6.27957e-08 1.3521e-07 5.46527e-08 1.41172e-07 5.36974e-08 7.95976e-08 6.62741e-08 4.50495e-08 3.82091e-08 2.15415e-08
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.10450500000000001 -0.076764999999999986 0.089480000000000018 -1.0000000180025095e-35 -0.029094999999999999 -0.009184999999999997 0.088235000000000022 -0.18895499999999996 -0.08786999999999999 -0.055814999999999997 0.086365000000000011 -0.077709999999999987 -0.10421499999999999 0.088930000000000023 0.013605000000000001 0.04198000000000001 -0.025879999999999997 -0.079504999999999978 -0.084674999999999986 -0.54856499999999986 0.40945500000000007 0.087695000000000009 0.090020000000000017 0.23509000000000002 -0.13847499999999999 -0.53255499999999989 -0.45015499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 7 -6 -8 11 -11 -10 -13 14 -14 -16 -15 18 22 -20 24 -22 23 -17 -21 -26 -27 -24 -29 -30
right_child=1 -3 4 -5 6 -7 8 -9 9 10 -12 12 13 16 15 17 -18 -19 19 20 21 -23 27 -25 25 26 -28 28 29 -31
leaf_value=-2.6838347190505373e-06 -6.6963011374238261e-10 3.9406380329348236e-06 -8.9149790732162297e-06 1.2242335646988067e-05 -9.6971575548930286e-07 -5.0412572090863258e-06 -3.2912391998252137e-06 4.9064410040955413e-06 2.6519956168158388e-06 9.6690692344330298e-08 4.7527043170703111e-06 -4.2400904100719826e-06 -2.7860404788953021e-06 3.6851919503533285e-06 3.3636178179883494e-06 -9.4907969815678727e-06 -6.6482013494351119e-08 2.2106168320202747e-06 8.4505446477037146e-06 4.6754995912923545e-06 -8.8075901032880221e-06 5.8285223807932043e-07 3.5598643205837693e-06 2.1044494869351009e-06 -5.1564345746803823e-06 6.2233614179214267e-06 -1.8200289071046427e-06 -3.9951104805595601e-06 -2.281159570059593e-06 -2.1436987968988937e-08
leaf_weight=20 179 22 21 20 26 20 30 20 20 33 20 23 25 20 22 21 20 22 21 33 23 46 34 21 22 21 20 25 43 2228
leaf_count=20 179 22 21 20 26 20 30 20 20 33 20 23 25 20 22 21 20 22 21 33 23 46 34 21 22 21 20 25 43 2228
internal_value=0 1.73203e-08 -1.07125e-08 6.57085e-07 -6.18481e-08 -5.07261e-07 3.63824e-09 1.58514e-06 -2.24086e-08 1.30836e-08 1.85368e-06 -2.29133e-08 -4.28011e-08 -6.60397e-09 -3.42547e-08 -7.81552e-09 1.80935e-06 -3.65642e-08 -5.5891e-08 7.35688e-07 -2.46203e-07 -2.5473e-06 -1.17963e-07 -3.69317e-06 1.40771e-06 -3.03993e-07 2.29976e-06 -5.35167e-08 -1.07025e-07 -6.42235e-08
internal_weight=0 3101 3079 219 2860 199 2839 46 2793 2763 53 2710 2690 2667 2627 2602 40 2580 2558 186 165 69 2372 42 96 63 41 2330 2296 2271
internal_count=3121 3101 3079 219 2860 199 2839 46 2793 2763 53 2710 2690 2667 2627 2602 40 2580 2558 186 165 69 2372 42 96 63 41 2330 2296 2271
is_linear=0
shrinkage=0.1


Tree=6759
num_leaves=31
num_cat=0
split_feature=33 403 403 1210 3 403 16 1209 16 43 2 16 2 1210 52 2 52 160 4 0 52 3 52 49 16 0 52 151 16 159
split_gain=1.25559e-08 1.20048e-08 2.03815e-08 3.50201e-08 1.01638e-07 3.23459e-08 1.21114e-08 7.74301e-08 7.19769e-08 4.32136e-08 4.091e-08 9.73008e-08 7.34632e-08 1.25617e-07 1.22909e-07 7.17269e-08 6.47445e-08 9.70049e-08 5.28908e-08 2.12503e-07 8.3618e-08 6.48662e-08 4.68422e-08 4.3593e-08 1.68283e-07 4.78836e-08 4.60298e-08 4.3584e-08 5.01341e-08 4.27725e-08
threshold=-0.0066799999999999993 -0.55327499999999985 -0.54856499999999986 -0.13847499999999999 -0.082284999999999983 -0.5341999999999999 -0.084119999999999986 -0.080224999999999977 -0.085589999999999986 -0.052894999999999991 0.086330000000000004 -0.087484999999999993 0.084715000000000013 -0.011179999999999997 0.086450000000000013 0.087195000000000009 -0.080979999999999983 0.10070500000000002 0.0045450000000000013 -0.097274999999999986 0.089575000000000016 -0.080484999999999987 0.088785000000000017 0.088030000000000011 -0.14158499999999996 -0.11242999999999999 0.095415000000000014 -0.080284999999999981 -0.54165499999999989 0.078675000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 8 -8 10 -10 11 12 13 -7 -14 -12 -17 18 19 -18 -21 -22 -16 24 27 -25 -27 -20 -29 -15
right_child=1 2 3 5 -6 6 7 -9 9 -11 15 -13 14 29 22 16 17 -19 23 20 21 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=1.9111956964265765e-06 1.7943751964190193e-06 -2.8860284728580155e-06 8.0925488100547232e-06 -3.8819346875904804e-06 -1.3129292748696268e-06 -7.5455974827382707e-06 6.306404766291963e-06 5.135772648500079e-08 -7.567218084486308e-07 -6.8557817205426273e-06 -5.5976802643290369e-06 6.4436319279239892e-06 8.4448705032863713e-06 -3.410239381707925e-07 -3.6966297011531422e-06 4.3659562783836418e-06 -1.0136140375694735e-05 -6.3831229681454722e-06 3.5798374018337536e-06 3.3712468652887515e-06 3.2202135438386364e-07 -5.4120517951407896e-06 2.7962870249211849e-06 7.5263594243590861e-07 9.2498172287615379e-06 -4.9744108021640874e-06 8.324376585733262e-07 -4.5286645363376007e-06 3.0148666158554963e-07 3.2599218089121442e-06
leaf_weight=34 36 25 20 22 27 23 20 1886 21 26 28 27 27 250 20 27 26 28 33 43 47 34 25 64 23 43 20 25 153 38
leaf_count=34 36 25 20 22 27 23 20 1886 21 26 28 27 27 250 20 27 26 28 33 43 47 34 25 64 23 43 20 25 153 38
internal_value=0 -2.1054e-08 -4.24749e-08 -1.89823e-08 2.6894e-06 -6.17127e-08 -3.32904e-08 1.16993e-07 -3.05831e-07 -4.13067e-06 -1.2678e-07 6.41552e-07 2.32528e-07 -4.33851e-07 3.11092e-06 -6.5711e-07 -4.127e-07 -6.52076e-07 -3.38046e-07 -1.91634e-06 -1.92832e-07 -2.08487e-06 -8.94537e-08 3.17754e-07 1.12731e-06 -1.17388e-06 -3.13097e-06 2.41922e-07 -3.76905e-07 1.34101e-07
internal_weight=0 3087 3051 3026 47 2979 2957 1906 1051 47 1004 410 383 311 72 594 566 539 511 150 124 81 45 361 234 127 63 211 178 288
internal_count=3121 3087 3051 3026 47 2979 2957 1906 1051 47 1004 410 383 311 72 594 566 539 511 150 124 81 45 361 234 127 63 211 178 288
is_linear=0
shrinkage=0.1


Tree=6760
num_leaves=31
num_cat=0
split_feature=128 2 16 132 15 1185 50 52 391 1208 403 1208 403 1210 42 12 3 13 12 4 448 447 48 1348 42 16 16 1209 16 457
split_gain=1.16615e-08 1.95732e-08 4.19601e-08 1.45357e-08 3.139e-07 1.56082e-07 4.26317e-08 1.34348e-08 1.33825e-08 1.32724e-08 1.75378e-08 3.76618e-08 1.35889e-08 2.13397e-08 1.37615e-08 4.64883e-08 9.00649e-08 1.74743e-07 6.00875e-08 2.99058e-08 2.88981e-08 1.77001e-08 4.08636e-08 2.63146e-08 1.70113e-08 1.81263e-08 2.63881e-07 1.28626e-07 4.93073e-08 5.00758e-08
threshold=0.10979500000000002 0.089005000000000015 -0.078844999999999985 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.08461500000000001 0.090645000000000017 -0.086514999999999981 0.11846000000000001 -0.55327499999999985 0.10683000000000002 -0.53960999999999981 -0.3960249999999999 -0.095859999999999987 0.089300000000000004 -0.094874999999999987 0.10591500000000001 0.087075000000000014 -0.087894999999999987 0.053555000000000005 0.089635000000000006 -0.07175999999999999 0.084895000000000012 -0.093284999999999993 -0.092484999999999984 -0.094359999999999986 -0.087714999999999987 -0.095964999999999981 0.085360000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -5 7 -1 -7 10 -10 12 -12 -14 15 18 17 -17 19 -15 21 23 -23 24 -16 26 28 -27 29 -26
right_child=1 -3 -4 5 -6 8 -8 -9 9 -11 11 -13 13 14 20 16 -18 -19 -20 -21 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-4.2828635865348343e-07 3.3293872456852116e-06 -3.920089841642493e-06 -2.5838803336834341e-06 -8.4187972106519744e-06 1.1842153431451192e-05 2.4391804883990794e-06 -4.9268268003288544e-06 2.1014282738178737e-06 2.3245309421326968e-06 2.3587212477120075e-06 2.118913453159621e-06 -4.2487871881002366e-06 -3.1229126121119907e-06 3.7614034503665452e-06 -2.2205395227306978e-06 1.1504875777313334e-05 -2.1256973514027778e-06 6.6141678005459701e-07 -4.8159998903849133e-06 -5.1049965713102948e-07 -3.6684229867618842e-06 4.0434242691844702e-06 -1.5551703185678891e-06 -3.1158988714910918e-06 -7.0932492296504895e-09 6.8861377980868252e-06 -9.7798584506406398e-06 5.332146821256609e-08 4.0171274584846006e-06 -4.6807371290924497e-06
leaf_weight=131 20 20 30 22 23 23 20 25 32 24 30 21 22 23 35 23 30 42 26 57 22 32 22 28 512 28 29 1716 29 24
leaf_count=131 20 20 30 22 23 23 20 25 32 24 30 21 22 23 35 23 30 42 26 57 22 32 22 28 512 28 29 1716 29 24
internal_value=0 -1.27615e-06 -2.18573e-07 2.92795e-08 8.55594e-07 -2.83771e-08 -5.8015e-07 -2.28834e-08 3.68488e-08 1.71646e-08 -3.02851e-09 -3.0103e-08 2.34842e-09 -2.1169e-08 4.31212e-09 8.00092e-07 2.40653e-06 4.49833e-06 -6.39643e-07 7.17672e-07 -6.02627e-08 -2.79289e-08 1.76252e-06 -6.81971e-08 -3.2236e-08 5.23039e-10 -4.7658e-07 1.63023e-07 9.33206e-10 -2.16361e-07
internal_weight=0 70 50 3051 199 2852 176 156 2830 2807 2783 2751 2730 2700 2678 201 95 65 106 80 2477 2455 54 2401 2373 2338 594 1744 565 536
internal_count=3121 70 50 3051 199 2852 176 156 2830 2807 2783 2751 2730 2700 2678 201 95 65 106 80 2477 2455 54 2401 2373 2338 594 1744 565 536
is_linear=0
shrinkage=0.1


Tree=6761
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 132 130 10 0 40 12 12 142 45 2 1456 153 160 157 0 13 13 157 52 2 97 34 34 9 10 2
split_gain=1.13448e-08 7.3646e-08 4.0051e-08 2.31568e-08 1.15968e-08 1.12779e-08 2.91344e-08 4.47101e-08 3.20997e-08 2.31368e-08 2.43693e-08 4.29553e-08 2.85644e-08 8.9171e-08 1.47762e-08 2.94261e-08 1.94699e-08 1.35742e-08 1.4077e-08 9.10293e-08 4.39919e-08 1.31165e-07 4.22072e-08 2.99079e-08 1.57197e-08 4.34176e-08 3.65572e-08 1.7756e-08 5.6682e-08 4.17727e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.086059999999999984 -0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.14786000000000002 0.12757000000000002 -0.057499999999999989 0.083445000000000005 0.11389000000000002 0.11510000000000002 0.082840000000000011 -0.046074999999999991 0.41580000000000006 0.10455500000000001 -0.055129999999999992 0.10002500000000002 -0.04831499999999999 -0.083374999999999991 0.15950500000000004 -0.084639999999999979 -0.08786999999999999 -0.072169999999999984 0.092410000000000006 0.053330000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -3 7 -7 -8 10 11 -10 14 -14 15 17 -16 18 23 -20 21 -21 -23 24 -13 -26 -27 28 29 -28
right_child=1 5 -4 -5 -6 6 8 -9 9 -11 -12 12 13 -15 16 -17 -18 -19 19 20 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-1.8904662994913993e-07 5.9532255580138776e-06 -2.3566768118143956e-06 -4.4594197497644925e-06 -3.3492055795899691e-06 2.0302519877597143e-06 -5.4989861079472279e-07 -3.907330156358685e-06 6.0565819497071516e-06 4.4171616449711402e-06 3.1085351508863825e-06 -3.4033638084587263e-06 -2.7072101910822053e-06 -7.2579257643415731e-06 1.754973665475004e-06 4.1411695821125252e-06 -3.735913588527529e-06 -1.6984744516693439e-07 1.9507933649896992e-06 -7.0460711521307181e-06 -8.1447332217976512e-06 3.0012590889959432e-06 4.7150435338236015e-06 -1.1380817568351631e-06 3.899817584169796e-06 3.8212256284471853e-06 -3.8900507740654204e-06 3.7550633533101066e-06 2.4917497014563386e-06 -5.2987720335551103e-06 -8.7036427247980236e-10
leaf_weight=148 21 20 25 21 28 21 21 20 22 24 21 21 21 23 20 21 22 36 21 20 36 22 28 20 30 24 30 29 20 2285
leaf_count=148 21 20 25 21 28 21 21 20 22 24 21 21 21 23 20 21 22 36 21 20 36 22 28 20 30 24 30 29 20 2285
internal_value=0 5.27601e-08 -6.88967e-07 -2.10483e-07 1.64024e-07 9.706e-09 2.62657e-08 2.67277e-06 -1.22529e-08 1.7002e-08 -9.76452e-09 1.61408e-08 -1.93383e-08 -2.54664e-06 2.20774e-08 -7.49485e-09 1.88302e-06 2.23666e-08 -4.47922e-09 -1.03112e-06 1.60522e-07 -1.30043e-06 1.43729e-06 4.85437e-08 1.69629e-08 4.0622e-08 -6.87303e-09 3.25501e-08 2.00757e-09 4.78026e-08
internal_weight=0 2899 222 197 176 2878 2858 41 2817 2796 2772 2751 2729 44 2685 2643 42 2622 2586 127 106 70 50 2459 2439 2418 2388 2364 2335 2315
internal_count=3121 2899 222 197 176 2878 2858 41 2817 2796 2772 2751 2729 44 2685 2643 42 2622 2586 127 106 70 50 2459 2439 2418 2388 2364 2335 2315
is_linear=0
shrinkage=0.1


Tree=6762
num_leaves=31
num_cat=0
split_feature=11 52 52 132 399 1204 393 52 158 158 13 159 1209 3 12 133 1 3 2 3 3 3 42 43 12 12 133 15 2 43
split_gain=1.13292e-08 1.11889e-08 5.10478e-08 3.92472e-08 3.80945e-07 2.81942e-07 4.21594e-08 3.92476e-08 3.62888e-08 3.39194e-08 3.56335e-08 1.87808e-07 3.28274e-08 3.15739e-08 5.89788e-08 1.01598e-07 1.45752e-07 8.95693e-08 1.41889e-07 1.0533e-07 7.71272e-08 5.73483e-08 8.70767e-08 1.58413e-07 7.07026e-08 1.50977e-07 7.04753e-08 6.63917e-08 1.60638e-07 1.35723e-07
threshold=-0.072629999999999986 0.0031350000000000002 0.008405000000000001 -0.083284999999999984 0.091580000000000009 -0.082199999999999981 0.10585500000000002 -1.0000000180025095e-35 0.11651000000000002 0.10737500000000001 0.24813000000000004 0.10991500000000003 0.10344000000000002 0.099930000000000005 0.084405000000000022 0.085635000000000003 0.090475000000000014 -0.065229999999999996 0.10467500000000002 -0.067429999999999976 -0.070649999999999977 -0.073309999999999986 0.096450000000000022 -0.032879999999999993 0.093965000000000007 0.095175000000000023 0.26753000000000005 0.085550000000000015 0.085155000000000022 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 -5 -7 -2 9 10 11 12 13 14 15 16 -4 19 -19 20 21 22 24 -24 27 -26 -25 29 -29 -16
right_child=1 2 8 5 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 17 -17 -18 18 -20 -21 -22 -23 23 26 25 -27 -28 28 -30 -31
leaf_value=-2.3148520345525221e-06 3.6151454237253163e-07 -4.2958075444706393e-06 -2.168488993466629e-06 -1.1743170248337264e-05 1.2725891403533752e-05 1.4457946016725924e-07 4.7618429289286731e-06 -4.4961752274534306e-06 2.9635907732906189e-06 -3.8614037639490566e-06 -3.2317413753288645e-06 8.9059363206259796e-06 2.6573720357478844e-06 1.7290839699346205e-06 -1.5784954810578266e-07 1.4583152278646594e-06 -1.1365688415242491e-05 -9.7852636817682047e-06 2.5725275918375703e-07 7.1648314891111415e-06 -4.530805085778411e-06 4.0473436554846662e-06 -1.0368233508663914e-05 4.4086210755267536e-06 1.0173137684432732e-05 6.2536437224534628e-07 -3.6289408399170501e-06 -9.8752576540001822e-06 -5.1310911912436397e-07 5.4932457809221815e-06
leaf_weight=21 39 30 96 20 25 1761 20 29 37 25 36 23 38 69 255 53 21 24 34 21 36 37 22 20 22 67 24 21 144 51
leaf_count=21 39 30 96 20 25 1761 20 29 37 25 36 23 38 69 255 53 21 24 34 21 36 37 22 20 22 67 24 21 144 51
internal_value=0 1.56842e-08 -2.224e-07 1.67284e-07 2.17051e-06 6.38411e-08 1.9643e-07 -1.71015e-06 -1.18486e-07 -2.18606e-07 -1.36856e-07 -3.35017e-08 -2.2839e-07 -3.36216e-07 -4.86538e-07 -2.1739e-06 -3.81927e-06 -1.17834e-07 -3.89827e-06 1.86702e-07 -2.29418e-08 2.21829e-07 -4.27968e-09 -3.43975e-06 4.00615e-07 2.98549e-06 2.44964e-08 -8.78221e-08 -1.70466e-06 7.84e-07
internal_weight=0 3100 1206 1894 93 1801 1781 68 1176 1139 1114 1078 1055 1017 948 170 117 778 58 720 699 663 626 66 560 89 44 471 165 306
internal_count=3121 3100 1206 1894 93 1801 1781 68 1176 1139 1114 1078 1055 1017 948 170 117 778 58 720 699 663 626 66 560 89 44 471 165 306
is_linear=0
shrinkage=0.1


Tree=6763
num_leaves=31
num_cat=0
split_feature=132 399 15 1177 1176 393 129 1212 1211 1212 2 160 0 4 3 1212 4 12 1372 160 481 2 4 403 402 403 15 43 393 13
split_gain=1.12394e-08 6.50965e-08 3.55638e-08 1.08813e-08 2.14307e-08 1.50286e-08 1.25724e-08 1.26163e-08 4.25044e-08 3.90716e-08 1.06985e-07 3.15463e-08 2.28283e-08 6.06823e-08 4.07151e-08 8.04554e-08 4.17446e-08 1.68605e-08 1.55972e-08 2.05737e-08 1.67791e-08 2.47867e-07 1.3579e-07 8.69495e-08 1.79116e-08 1.25499e-07 9.01374e-08 2.86477e-08 2.53197e-08 1.95512e-08
threshold=-0.083449999999999983 0.091580000000000009 0.092400000000000024 -0.083384999999999973 1.0000000180025095e-35 -0.087924999999999989 0.11091000000000001 0.091580000000000009 0.092860000000000012 0.087615000000000012 0.084755000000000011 -0.57146499999999989 -0.066089999999999996 -0.07533999999999999 -0.082284999999999983 0.13592000000000001 -0.082349999999999993 0.089085000000000011 -0.097369999999999984 -0.54913999999999985 -0.087424999999999989 0.086330000000000004 -0.015039999999999998 -0.55327499999999985 0.094750000000000015 -0.0031149999999999997 0.089295000000000013 -0.010739999999999998 0.09389500000000002 -0.097984999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -5 7 8 9 11 -11 -7 13 14 16 -16 17 -9 -13 -20 21 -21 -23 -22 28 -26 27 -27 -25 -29
right_child=1 -3 -4 4 -6 6 -8 12 -10 10 -12 18 -14 -15 15 -17 -18 -19 19 20 23 22 -24 24 25 26 -28 29 -30 -31
leaf_value=-2.3171897792244112e-07 2.212661345104359e-06 4.1634979544668515e-06 -4.2426428590260916e-06 2.2716869148882385e-06 -2.8238121251012706e-06 3.8155544085715187e-06 -1.9277731860925353e-06 -9.2730251289570961e-07 -4.4250880013020259e-06 -7.8171620301596395e-06 1.3155618238795733e-06 -2.7692208732332804e-06 -2.099828618710213e-06 5.4819714250697872e-06 1.8774378274785072e-06 -6.7948327478006842e-06 5.6159378073061824e-06 2.6033897245811424e-06 2.4419091469748572e-06 -7.5110225372702337e-06 6.3068796841683013e-06 9.4118672493658832e-06 -1.3996320586347093e-06 2.7191227031961618e-08 -5.9313659891976829e-06 -4.4568931516984048e-06 4.854004891967634e-06 -2.2225956886824283e-06 3.4369063128410335e-06 1.8279153856873072e-06
leaf_weight=191 22 38 25 29 27 22 34 38 22 23 29 20 23 28 23 20 20 21 35 37 22 21 26 2160 39 21 35 22 22 26
leaf_count=191 22 38 25 29 27 22 34 38 22 23 29 20 23 28 23 20 20 21 35 37 22 21 26 2160 39 21 35 22 22 26
internal_value=0 5.17372e-08 -6.95946e-07 -2.76121e-09 -1.98928e-08 6.97232e-09 -1.65762e-08 7.01029e-09 -4.83821e-08 -1.07698e-08 -2.72391e-06 4.54835e-08 8.33734e-07 1.28355e-06 3.19974e-07 -2.15618e-06 1.66775e-06 3.29385e-07 1.21201e-08 3.46776e-08 1.97958e-11 -1.38868e-06 3.43104e-06 4.97218e-08 -9.48567e-09 -1.0937e-06 7.20424e-07 -1.37632e-06 6.15697e-08 -2.85689e-08
internal_weight=0 2905 216 2867 2845 2818 2789 2755 2582 2560 52 2508 173 150 122 43 79 59 2486 2466 2431 84 47 2347 2325 143 104 69 2182 48
internal_count=3121 2905 216 2867 2845 2818 2789 2755 2582 2560 52 2508 173 150 122 43 79 59 2486 2466 2431 84 47 2347 2325 143 104 69 2182 48
is_linear=0
shrinkage=0.1


Tree=6764
num_leaves=31
num_cat=0
split_feature=401 1210 1210 1208 2 2 160 51 1447 1447 480 132 12 399 15 2 151 1375 133 160 133 2 1213 130 400 403 14 10 3 129
split_gain=1.02941e-08 1.7223e-08 1.41094e-08 1.61455e-08 1.69717e-08 6.55806e-08 5.23121e-08 5.03989e-08 4.91103e-08 4.37448e-08 3.8078e-08 3.91936e-08 4.3379e-07 2.49493e-07 4.17149e-08 3.37972e-08 9.80865e-08 9.16139e-08 3.8537e-08 1.8495e-07 9.64896e-08 8.63241e-08 1.59098e-07 6.1866e-08 9.63713e-08 4.62184e-08 4.127e-08 4.69717e-08 6.02677e-08 4.77325e-08
threshold=0.13837000000000002 -0.38516499999999992 -0.099939999999999987 0.11846000000000001 0.088125000000000023 0.088930000000000023 -0.54512499999999997 -0.019375 0.050705000000000007 0.0030850000000000005 0.10742500000000001 -0.083284999999999984 0.091840000000000019 0.091580000000000009 0.084905000000000022 0.087545000000000026 -0.0056149999999999993 -0.15308499999999997 0.08784500000000002 -0.025879999999999997 0.087435000000000013 0.085485000000000019 0.0036000000000000003 0.08610000000000001 -0.081749999999999975 -0.069569999999999979 0.081185000000000021 0.0036750000000000007 -0.014944999999999998 0.10311000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 7 -7 -6 10 -8 11 12 14 15 -4 17 -17 -13 20 -20 23 22 25 24 -19 -21 27 29 -29 -26
right_child=-2 2 3 -5 5 6 9 -9 -10 -11 -12 13 -14 -15 -16 16 -18 18 19 21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=2.2872810725196111e-06 -2.206582036836023e-06 -2.1321071017155193e-06 4.5039361349330672e-07 2.7113636964383082e-06 1.3487783622746396e-06 3.5394464703131237e-06 -1.0510298776066299e-07 -4.1383346388101924e-06 -3.8348962420811941e-06 -4.703000012168126e-06 4.4500275523970151e-06 -5.9719360602154364e-06 1.5399170134742235e-05 -1.0709530938800614e-05 -4.3362636715755804e-06 6.8001821713892247e-06 -3.5540262212274482e-07 7.2023895972961322e-06 8.4962794048237807e-06 3.7177078605431812e-06 -6.1299354738366676e-06 5.5510511908953327e-06 -6.9443981651318161e-06 -3.6809454024933077e-06 -2.5725596604625308e-08 -4.386350420267641e-07 -4.3087132399222133e-06 7.0196910455607666e-06 -7.3296038408443564e-08 4.6977996779288976e-06
leaf_weight=33 21 31 67 22 22 39 1412 70 29 21 22 24 20 21 25 30 53 20 32 41 25 26 32 40 776 77 20 23 25 22
leaf_count=33 21 31 67 22 22 39 1412 70 29 21 22 24 20 21 25 30 53 20 32 41 25 26 32 40 776 77 20 23 25 22
internal_value=0 1.494e-08 -9.50972e-09 1.21637e-08 -7.53849e-09 -2.36023e-07 -7.41372e-08 -2.8262e-06 2.3891e-07 -1.72483e-07 3.22049e-07 2.57134e-07 2.05137e-06 1.00993e-07 -8.50328e-07 2.80314e-07 2.23095e-06 1.43456e-07 2.70091e-07 1.50307e-06 4.16769e-10 2.31578e-07 -6.90464e-07 1.65923e-07 3.39597e-07 1.00552e-06 1.81102e-07 2.87245e-07 3.32543e-06 1.04497e-07
internal_weight=0 3100 3067 3036 3014 1564 1472 92 1450 1433 1421 1399 112 1287 92 1266 83 1183 1159 208 951 176 150 926 886 118 866 846 48 798
internal_count=3121 3100 3067 3036 3014 1564 1472 92 1450 1433 1421 1399 112 1287 92 1266 83 1183 1159 208 951 176 150 926 886 118 866 846 48 798
is_linear=0
shrinkage=0.1


Tree=6765
num_leaves=31
num_cat=0
split_feature=132 399 1203 12 52 133 403 403 0 393 1 45 11 9 1 10 39 2 52 4 52 160 0 0 401 13 4 43 133 43
split_gain=1.16835e-08 7.02481e-08 3.20651e-08 1.4439e-08 1.3421e-08 1.77298e-08 1.33379e-08 1.38639e-08 2.66729e-08 1.17072e-08 3.50903e-08 1.11529e-08 1.36194e-08 2.39871e-08 3.69297e-08 3.63598e-08 6.99677e-08 1.68859e-08 1.29568e-08 4.1702e-08 4.25582e-08 3.78316e-08 3.41378e-08 7.75473e-08 6.90005e-08 5.02011e-08 4.86481e-08 1.00708e-07 9.47908e-08 5.36757e-08
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.11418000000000002 0.090645000000000017 -0.40071499999999999 -0.023519999999999996 -0.089609999999999981 -0.087084999999999982 0.088255000000000014 0.088975000000000012 -0.067109999999999989 -0.011194999999999998 0.092235000000000011 0.13332000000000002 0.0036750000000000007 0.087880000000000014 -0.045829999999999989 0.0031350000000000002 -0.51843499999999987 0.008405000000000001 0.3961050000000001 -0.069954999999999976 -0.068189999999999987 -1.0000000180025095e-35 -0.16152999999999998 -0.088784999999999989 -0.11008499999999999 0.40945500000000007 -0.11008499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 5 -1 7 -7 -9 11 -11 -2 -13 15 -15 17 -17 -14 -19 -20 -21 22 24 -24 -22 -26 27 -27 29 -28
right_child=1 -3 -4 -5 -6 6 -8 8 -10 10 -12 12 13 14 -16 16 -18 18 19 20 21 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=-3.1239407007888076e-06 -2.3281046344436622e-06 4.3241206634248606e-06 -4.5237408994580625e-06 -2.0424445327266885e-06 1.7725018766656366e-06 1.441652831999818e-06 2.2507583411345915e-06 8.4086448824704203e-07 -3.6887687883790934e-06 6.1802828199956023e-07 -4.4393731353347507e-06 2.5200620492362511e-06 -2.2730226486800121e-06 -5.4540255939627967e-06 5.501748853746558e-07 7.2925776191823396e-06 -5.7472797065062105e-07 2.1350901412146276e-07 -4.6509682522896807e-06 -3.8579993027572826e-06 -5.1966815355062244e-06 4.1644220995554606e-06 6.9954873924871212e-06 3.7909264084455864e-07 -5.0453663621261695e-06 -7.9971770743292797e-06 2.9556097937323637e-06 6.2277975743971634e-07 5.9551080914422568e-06 -3.6639429159061547e-07
leaf_weight=20 20 38 20 39 37 25 23 26 26 34 23 22 32 20 21 20 26 1625 21 30 29 21 20 155 21 23 53 33 27 591
leaf_count=20 20 38 20 39 37 25 23 26 26 34 23 22 32 20 21 20 26 1625 21 30 29 21 20 155 21 23 53 33 27 591
internal_value=0 5.27602e-08 -7.09552e-07 -3.20349e-07 1.07433e-07 -4.05963e-07 1.37633e-07 -4.93561e-07 -1.42395e-06 -3.85353e-09 -1.42268e-06 2.49269e-08 4.17945e-08 2.20973e-08 -2.3787e-06 5.81929e-08 2.84584e-06 1.03631e-08 3.79465e-08 -2.40656e-07 -1.48317e-07 -3.39379e-08 -1.26549e-07 1.13525e-06 -4.10738e-07 -2.25187e-07 -8.5952e-08 -2.91756e-06 1.50367e-07 -9.29995e-08
internal_weight=0 2905 216 196 157 120 100 77 52 2867 57 2810 2790 2768 41 2727 46 2681 2649 1024 1003 973 952 175 777 748 727 56 671 644
internal_count=3121 2905 216 196 157 120 100 77 52 2867 57 2810 2790 2768 41 2727 46 2681 2649 1024 1003 973 952 175 777 748 727 56 671 644
is_linear=0
shrinkage=0.1


Tree=6766
num_leaves=31
num_cat=0
split_feature=47 2 47 393 1 121 39 2 9 3 9 148 447 16 13 16 0 52 15 160 3 16 133 12 484 1375 475 150 159 156
split_gain=9.81036e-09 8.60109e-08 2.32651e-08 1.35215e-08 1.35651e-08 3.81597e-08 1.77613e-08 3.71185e-08 3.03259e-08 8.66247e-08 5.78181e-08 1.41584e-08 3.18558e-08 1.5764e-08 3.27428e-08 2.96411e-08 1.58133e-08 5.35076e-08 7.71584e-08 7.00857e-08 4.68933e-08 2.1451e-08 6.94664e-08 5.79226e-08 1.99631e-08 1.27241e-07 1.11382e-07 8.22953e-08 7.29458e-08 9.80947e-08
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.12679500000000002 0.16540500000000002 -0.094339999999999993 -1.0000000180025095e-35 0.10584500000000001 0.092235000000000011 -0.13309499999999996 0.085555000000000006 -0.10069499999999999 0.094580000000000011 -0.54656499999999986 -0.029529999999999997 -0.5315899999999999 -0.15599999999999997 -0.080114999999999978 -0.087894999999999987 0.083670000000000008 0.090900000000000009 -0.5009849999999999 0.090665000000000009 0.084225000000000008 0.086135000000000017 -0.15308499999999997 -0.085684999999999997 0.10699000000000002 0.10519500000000001 0.088080000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7 10 -10 11 -8 13 14 -13 -15 17 19 20 -17 -19 22 23 -18 25 -23 -26 28 29 -28
right_child=1 -3 -4 -5 -6 6 8 -9 9 -11 -12 12 -14 15 -16 16 21 18 -20 -21 -22 24 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-4.1534282055848013e-06 -6.869372191431467e-06 -1.0906750744909124e-07 3.3009284121280046e-06 2.3057689768043371e-06 2.4875974573164559e-06 5.0686720831955815e-06 2.3645479432161666e-06 -6.881959494572006e-07 2.2519880366189685e-06 -6.6590156450274667e-06 5.26477195827673e-06 7.06680454571212e-07 -3.8156787814390787e-06 3.5387553073936341e-06 -4.4154468222738313e-06 2.2330003866954941e-06 -2.8729931132147611e-06 3.3902857425842246e-06 5.8614950935526928e-06 -6.1387222331177332e-06 -2.7322346638890131e-06 -8.0366010286070382e-06 -6.7471367776761323e-06 4.3471392541505344e-06 6.918128214979165e-06 -2.0952492809359154e-08 5.6211940580599861e-07 -6.0106704495410675e-06 -3.4886746830538458e-06 7.5606772763118602e-06
leaf_weight=22 20 319 22 26 22 21 25 24 20 24 21 26 22 24 24 20 25 22 38 20 29 20 20 20 27 2020 121 20 33 24
leaf_count=22 20 319 22 26 22 21 25 24 20 24 21 26 22 24 24 20 25 22 38 20 29 20 20 20 27 2020 121 20 33 24
internal_value=0 -5.07906e-07 6.18794e-08 3.60609e-08 1.44763e-08 -5.58593e-09 2.83369e-08 1.99834e-06 -5.17922e-09 -2.60856e-06 3.8861e-08 -3.67544e-09 -2.68479e-08 6.05946e-09 -1.75194e-06 4.14602e-08 7.32636e-09 1.08507e-06 2.45043e-06 -1.95286e-06 -9.11474e-08 -5.23426e-08 -1.84346e-06 3.35955e-07 -9.41971e-10 -9.95373e-08 8.92989e-07 7.13789e-08 7.54755e-07 1.7205e-06
internal_weight=0 339 2782 2760 2734 2712 2690 45 2645 44 2601 2580 2555 2533 50 2483 2459 129 89 40 51 2330 65 45 2265 2040 225 198 178 145
internal_count=3121 339 2782 2760 2734 2712 2690 45 2645 44 2601 2580 2555 2533 50 2483 2459 129 89 40 51 2330 65 45 2265 2040 225 198 178 145
is_linear=0
shrinkage=0.1


Tree=6767
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 400 2 132 52 400 1186 129 1213 403 403 133 0 403 4 1210 403 130 42 403 12 133 133 12 0 2 133
split_gain=1.01967e-08 5.64164e-08 2.98455e-08 1.50596e-08 1.30737e-08 2.29755e-08 4.0329e-08 1.26731e-08 1.10663e-08 1.01857e-08 1.48843e-08 1.0603e-08 1.33922e-07 5.00507e-08 1.12688e-07 3.85244e-08 4.92498e-08 3.70777e-08 3.5558e-08 3.28435e-08 2.7398e-08 4.46917e-08 1.92895e-08 1.76421e-08 1.30861e-08 8.2112e-08 2.12548e-07 6.7445e-08 7.97328e-08 7.31164e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -1.0000000180025095e-35 0.089125000000000024 -0.41094499999999995 0.086275000000000004 -0.084549999999999986 -0.091099999999999987 -0.082304999999999975 0.04198000000000001 -0.5335399999999999 -0.54856499999999986 0.40945500000000007 -0.078904999999999989 -0.014954999999999998 -0.074729999999999977 -0.13847499999999999 -0.53255499999999989 0.089405000000000012 0.090545000000000014 -0.42244999999999994 0.093765000000000015 0.091935000000000003 0.090445000000000011 0.088435000000000014 -0.090809999999999988 0.093680000000000013 0.093255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 -6 -7 8 -1 -3 -11 13 -13 14 -12 16 20 -17 -15 -20 21 -14 23 -21 25 -24 -27 28 -26 -29
right_child=1 9 -4 -5 5 6 -8 -9 -10 10 11 12 15 18 -16 17 -18 -19 19 22 -22 -23 24 -25 27 26 -28 29 -30 -31
leaf_value=-1.0526012360831815e-06 5.2143464407501079e-06 -2.039168000086041e-06 -3.9079967925204076e-06 -2.7712954128506209e-06 -2.6534592190106007e-06 3.4486754102545093e-06 -2.2313972435767941e-06 3.0672716547996971e-06 1.5180411662975209e-06 2.3238489892004773e-06 -8.4315168216810657e-06 8.2629335381733695e-06 1.9003341883623815e-07 3.271499895852299e-06 1.8097062452614497e-06 4.5584560796539468e-06 2.4064594824800415e-06 -5.8780974622355391e-07 -3.6389629123618761e-06 4.1692892669483888e-06 -5.4927409575525206e-06 -5.3875037838224668e-06 -3.3664858968753082e-08 2.3763820172462148e-07 6.3747652287052659e-06 -1.4738973679381422e-06 1.2023649308048334e-05 -6.3716595921050612e-06 -9.3225341295521964e-07 -7.273826065759945e-07
leaf_weight=33 21 24 25 21 38 25 25 21 34 28 22 21 51 33 21 28 29 28 25 21 21 20 2068 25 28 28 20 25 32 280
leaf_count=33 21 24 25 21 38 25 25 21 34 28 22 21 51 33 21 28 29 28 25 21 21 20 2068 25 28 28 20 25 32 280
internal_value=0 5.00137e-08 -6.53182e-07 -2.40134e-07 6.18794e-08 -7.99994e-07 6.08639e-07 9.23753e-07 2.51904e-07 1.23309e-08 2.95825e-08 6.8509e-09 7.12531e-07 -4.63168e-08 -3.42999e-06 -1.8328e-07 -1.18693e-06 1.98532e-06 9.9687e-09 -3.22063e-08 -2.31963e-06 -1.3811e-06 3.47592e-09 2.03252e-06 -3.41444e-08 6.12405e-08 4.15008e-06 -5.87116e-07 2.47769e-06 -1.19003e-06
internal_weight=0 2899 222 197 176 88 50 88 67 2878 2854 2826 198 2628 43 177 121 56 2585 2552 92 71 2527 46 2481 2116 48 365 60 305
internal_count=3121 2899 222 197 176 88 50 88 67 2878 2854 2826 198 2628 43 177 121 56 2585 2552 92 71 2527 46 2481 2116 48 365 60 305
is_linear=0
shrinkage=0.1


Tree=6768
num_leaves=31
num_cat=0
split_feature=1426 157 1429 474 475 0 50 44 132 1186 393 15 1453 1453 1455 133 1455 1456 42 159 159 16 1455 1456 1455 1447 52 403 1456 159
split_gain=9.80457e-09 5.36466e-08 1.35529e-08 7.74359e-08 9.28079e-08 5.64462e-08 1.39399e-08 1.46406e-08 1.30181e-08 2.94814e-07 1.70934e-07 2.57387e-08 1.20599e-08 2.14146e-08 2.98593e-08 6.02686e-08 6.91338e-08 2.24196e-08 5.78274e-08 1.62637e-08 3.3101e-08 2.92128e-08 1.68616e-08 2.17682e-08 3.75955e-08 2.71299e-08 1.18567e-07 7.28518e-08 2.23932e-08 1.99566e-08
threshold=-0.052649999999999995 -0.0048549999999999991 -0.012159999999999999 0.090440000000000006 -0.0056899999999999997 -0.080499999999999988 0.14262000000000002 0.087770000000000015 -0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.092400000000000024 -0.087504999999999986 -0.079219999999999985 0.098910000000000012 0.089980000000000018 0.10994000000000001 -0.11085999999999999 0.08623500000000002 -0.45371999999999996 -0.41136499999999993 -0.072359999999999994 0.083760000000000015 -0.066614999999999994 -0.037084999999999993 -0.086279999999999982 -0.0087299999999999982 -0.55683499999999986 0.11772000000000001 -0.10909999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 7 8 9 11 12 -4 -10 -14 17 16 -16 18 -15 21 -21 -19 23 -22 -25 26 -26 -27 29 -29
right_child=2 -3 6 -5 5 -7 -8 -9 10 -11 -12 -13 13 14 15 -17 -18 19 -20 20 22 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=1.4533404367966797e-06 8.0236950828333175e-06 -4.6620403579184389e-06 -7.4033088828924296e-08 -4.2223329978696711e-06 -3.5711999273536054e-06 3.5279794407946007e-06 -2.0250287578244969e-06 2.0745592210063788e-06 -1.8472103439697613e-06 1.1700871900963897e-05 -9.2824652324452485e-06 -3.5171972394891783e-06 2.378069116634594e-06 -1.5581429806843518e-06 -4.224508697916463e-06 -6.1120235595050575e-06 3.7361836627762084e-06 6.9884682517340491e-07 4.7477849393268999e-06 3.8906610184726153e-06 -2.4837718247757341e-06 -4.7060374436114222e-06 1.8496301469402471e-06 3.9316013214829585e-06 -7.1155536109775617e-06 5.4910989241818704e-06 1.5998912326845255e-06 -2.1494628775377184e-06 -3.2227138004517741e-06 2.6268028285704521e-08
leaf_weight=32 23 26 165 20 21 24 34 34 35 22 20 25 38 26 20 24 24 20 33 22 36 20 48 24 27 24 37 43 22 2152
leaf_count=32 23 26 165 20 21 24 34 34 35 22 20 25 38 26 20 24 24 20 33 22 36 20 48 24 27 24 37 43 22 2152
internal_value=0 -1.28804e-06 2.43854e-08 1.24744e-06 2.8562e-06 2.15029e-07 -1.17923e-08 1.14821e-08 -1.26475e-08 7.41858e-07 -7.2e-08 -5.27081e-07 -3.1367e-09 2.13112e-08 -1.31072e-08 -2.08103e-06 1.17687e-07 4.23857e-08 1.9689e-06 -3.53931e-09 2.93158e-08 -2.0036e-06 -5.88915e-09 -4.35487e-08 -5.82953e-09 -4.68266e-08 -2.07694e-06 1.11506e-08 -4.81722e-08 -1.63545e-08
internal_weight=0 58 3063 88 68 45 2975 2941 2907 212 2695 190 2675 2640 2602 68 44 2534 59 2475 2435 40 2413 2365 2329 2305 64 2241 2217 2195
internal_count=3121 58 3063 88 68 45 2975 2941 2907 212 2695 190 2675 2640 2602 68 44 2534 59 2475 2435 40 2413 2365 2329 2305 64 2241 2217 2195
is_linear=0
shrinkage=0.1


Tree=6769
num_leaves=31
num_cat=0
split_feature=1203 1204 1203 132 1185 15 1 1 16 49 2 15 1213 1213 12 43 43 1213 403 1213 1212 2 1210 1213 1447 1447 403 481 2 1209
split_gain=1.00258e-08 1.48213e-08 1.65833e-08 1.30912e-08 5.68113e-08 2.36631e-08 1.0744e-08 1.36865e-08 1.15291e-08 1.68801e-08 1.70408e-08 2.25301e-08 1.03606e-08 2.82617e-08 2.74869e-08 2.86202e-08 3.85619e-08 1.94834e-08 1.40138e-07 9.34441e-08 9.40789e-08 7.29483e-08 1.84723e-08 1.70285e-08 1.53085e-08 2.35888e-07 1.08407e-07 1.07305e-07 8.6413e-08 2.44124e-08
threshold=0.10970500000000001 0.057120000000000011 -1.0000000180025095e-35 -0.083174999999999985 -0.014244999999999999 0.091475000000000015 0.089625000000000024 0.11507500000000002 -0.095094999999999985 0.097180000000000016 0.085345000000000018 0.084510000000000016 -0.24064499999999997 -0.15413999999999997 0.094435000000000005 0.0016850000000000001 -0.0043399999999999992 -0.088064999999999991 -0.0047449999999999992 -0.085284999999999986 -0.089079999999999979 0.084715000000000013 -0.38516499999999992 -0.082994999999999985 -0.085684999999999997 -0.086279999999999982 -0.55276999999999987 -0.086354999999999987 0.087470000000000006 -0.087714999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 8 -8 -4 10 11 -10 14 -14 15 16 -6 18 21 -19 -21 -15 -22 -24 25 27 -26 -25 -29 -28
right_child=-2 -3 3 4 12 -7 7 -9 9 -11 -12 -13 13 17 -16 -17 -18 19 -20 20 22 -23 23 24 26 -27 29 28 -30 -31
leaf_value=2.5193228811286436e-06 2.2317673330007894e-06 -2.5434754483601704e-06 -1.8962244575959629e-06 5.0985354970510921e-06 7.4185890474426185e-07 -3.9046485891379815e-06 -3.6972069051444127e-06 2.322453838132788e-09 -8.8322127913156505e-07 3.1056326247380644e-06 -1.6163158335302797e-06 3.70597720547039e-06 3.3794693998459026e-06 -2.4428820614213527e-06 -4.324376250224305e-06 2.7823607228049738e-06 -4.8902132220973733e-06 4.9708939059200933e-06 -6.9173792508081541e-06 -5.6879390803228963e-06 2.6917147544316742e-06 5.3811415656267721e-06 2.8485428217772143e-06 -6.898527163170714e-06 -7.2185601008338086e-06 1.0994751050930063e-05 3.4768814089147782e-06 4.432494323067557e-06 -2.4044542301812488e-06 -3.1561188163378429e-08
leaf_weight=26 20 23 25 22 31 22 20 20 23 20 40 20 25 22 20 23 20 38 30 29 26 26 21 23 21 20 20 36 38 2371
leaf_count=26 20 23 25 22 31 22 20 20 23 20 40 20 25 22 20 23 20 38 30 29 26 26 21 23 21 20 20 36 38 2371
internal_value=0 -1.43969e-08 4.50139e-09 -1.69224e-08 3.64406e-08 -8.20737e-07 -4.16892e-07 -1.84744e-06 3.01552e-08 4.97723e-07 -1.30689e-07 1.25129e-06 -2.77282e-09 3.25656e-08 -1.0351e-06 -1.46113e-07 -1.4668e-06 1.8149e-09 -1.55583e-06 4.77841e-08 -2.40309e-08 1.79513e-06 3.9732e-08 1.26922e-08 -1.08558e-08 1.10623e-06 -6.5043e-08 -9.32635e-07 9.21629e-07 -2.21411e-09
internal_weight=0 3101 3078 3052 2862 190 168 40 128 103 83 43 2840 2746 94 74 51 2721 78 2643 2605 48 2576 2550 2529 117 2412 97 74 2391
internal_count=3121 3101 3078 3052 2862 190 168 40 128 103 83 43 2840 2746 94 74 51 2721 78 2643 2605 48 2576 2550 2529 117 2412 97 74 2391
is_linear=0
shrinkage=0.1


Tree=6770
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 41 3 33 34 97 10 150 16 147 448 150 150 133 15 150 150 457 457 13 12 1455 133 42 457 0 51
split_gain=9.56458e-09 2.94356e-07 1.68729e-07 4.24375e-08 1.03849e-08 5.35583e-08 4.55131e-08 1.48569e-08 1.06402e-08 5.10564e-08 1.28126e-08 5.78833e-08 2.91705e-08 2.81857e-08 2.49756e-08 2.97399e-08 1.31205e-07 1.01262e-07 4.7687e-08 2.66459e-08 1.24404e-08 4.49016e-08 3.16475e-08 3.31228e-08 4.98077e-08 5.13364e-08 6.28651e-08 2.56267e-08 1.40493e-08 4.9053e-08
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.093975000000000017 0.088520000000000015 -0.098469999999999988 -0.0066799999999999993 -0.112215 -0.085969999999999977 0.11294000000000003 0.12765500000000005 -0.071854999999999988 0.097985000000000017 1.0000000180025095e-35 0.11989500000000002 0.10348 0.08622500000000001 -0.026084999999999994 0.099590000000000026 0.094605000000000009 -0.081909999999999997 -0.077859999999999985 -0.011914999999999999 0.083715000000000026 0.078065000000000009 0.08784500000000002 0.085505000000000012 -0.011254999999999999 -0.14794999999999997 -0.064959999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 6 -6 -4 -8 -9 10 12 -12 13 14 15 18 17 -17 19 20 22 -22 23 -10 25 26 -25 -23 29 -29
right_child=2 -3 4 -5 5 -7 7 8 9 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 21 27 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-3.9110438088130196e-08 -8.7724095547772872e-06 1.1894633075826277e-05 3.8567928032212115e-06 -4.6975412761763774e-06 1.0723164754799164e-06 -5.0727163632611495e-06 -2.6459090772082813e-06 -1.915491002689253e-06 2.9940106325436017e-06 5.0778894360270503e-06 5.2045590185419625e-06 -1.3368529319875728e-06 -2.7391816472980933e-06 3.5012398731613879e-06 -3.2258608759624018e-06 1.1985463435996429e-06 -3.9566161521573005e-06 9.6481088744242346e-06 -4.911768214697077e-06 3.3067462444099272e-06 4.7315912252088313e-06 -3.2778079749107295e-06 -4.5359536716746554e-06 -8.4408148216590984e-06 2.2065630961757658e-06 1.3485042981777778e-06 -8.8104479904028605e-07 -2.5287546070882985e-06 -6.7153147784217669e-08 1.6288078169660971e-06
leaf_weight=176 22 21 31 22 37 23 21 28 24 20 24 31 39 23 24 37 27 23 20 24 20 24 21 22 30 21 22 35 2079 150
leaf_count=176 22 21 31 22 37 23 21 28 24 20 24 31 39 23 24 37 27 23 20 24 20 24 21 22 30 21 22 35 2079 150
internal_value=0 6.37251e-07 -4.80938e-08 -5.56714e-07 1.85503e-08 -1.28328e-06 4.62488e-08 3.8942e-09 2.39975e-08 4.38171e-08 6.80183e-09 1.51758e-06 -2.43775e-08 1.59414e-08 -1.48546e-08 1.50268e-08 1.83246e-06 4.43755e-06 -4.84229e-08 -9.07544e-09 -4.15835e-08 1.39375e-08 -9.56887e-07 -3.25287e-07 -1.16385e-06 -2.71942e-06 -4.66093e-06 -2.73007e-08 7.15696e-09 8.42242e-07
internal_weight=0 219 2902 198 2880 60 2820 2789 2768 2740 2720 55 2665 2626 2603 2579 87 60 2492 2472 2448 2308 140 119 95 65 44 2288 2264 185
internal_count=3121 219 2902 198 2880 60 2820 2789 2768 2740 2720 55 2665 2626 2603 2579 87 60 2492 2472 2448 2308 140 119 95 65 44 2288 2264 185
is_linear=0
shrinkage=0.1


Tree=6771
num_leaves=31
num_cat=0
split_feature=448 0 448 45 11 33 47 3 16 47 47 13 43 484 43 1 12 393 1420 157 1428 52 475 16 1429 155 1452 1455 1456 1455
split_gain=1.04014e-08 2.53869e-08 1.00576e-08 1.17859e-08 6.11302e-08 3.15627e-08 1.87997e-08 1.28185e-07 2.67696e-07 1.23794e-07 4.67258e-08 2.01613e-08 2.83001e-08 2.24431e-08 2.78535e-08 2.12143e-08 1.86875e-08 1.63831e-08 1.17633e-08 4.24605e-08 1.78044e-08 2.14476e-08 6.21576e-08 3.39878e-08 2.8943e-08 2.3504e-08 1.95683e-08 1.61439e-08 9.5968e-08 6.55107e-08
threshold=0.068920000000000023 -0.26343999999999995 -0.089334999999999984 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 -1.0000000180025095e-35 -0.056919999999999991 0.090100000000000013 0.097970000000000015 -0.016469999999999995 -0.04652499999999999 -0.078424999999999981 -0.078139999999999973 0.090540000000000023 0.095565000000000011 0.12679500000000002 0.056520000000000008 0.41580000000000006 -0.020064999999999996 -0.56022499999999986 -0.011519999999999997 0.63636000000000015 -0.092414999999999983 0.10924000000000002 -0.073879999999999987 -0.065979999999999983 -0.067074999999999982 -0.097209999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 9 10 -9 17 -8 12 13 -12 15 -15 -13 18 19 20 -7 22 -22 24 -23 26 -26 28 29 -28
right_child=-2 2 3 -5 5 6 7 8 -10 -11 11 16 -14 14 -16 -17 -18 -19 -20 -21 21 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=2.7734905594997778e-06 -2.2731866965841619e-06 -2.1959644051267311e-06 4.8475706727493585e-06 -1.9722767501662022e-06 -3.4259205104145055e-06 -2.3105080104227565e-06 -4.2595652198192858e-06 -4.5425857672054204e-07 1.398852832824646e-05 -5.8959509623769514e-06 -2.1995901192894963e-06 4.2200749259704719e-06 -3.1651947273499464e-06 1.6960769891319125e-06 3.5322545456086031e-06 -2.426865810889467e-06 4.2598110613813762e-07 2.5055999598267729e-06 -2.3196508669281519e-06 4.1038252566067972e-06 -1.4505833746625286e-06 3.0315849823725127e-06 5.8243088678073439e-06 -3.284799542768724e-06 2.9576551200575935e-06 -3.0339245813483838e-06 -2.5214856756947209e-06 1.0525961859821995e-08 -7.4406229759915736e-06 3.9932388470584437e-06
leaf_weight=33 20 21 26 30 27 34 26 33 21 36 26 21 29 26 31 24 34 26 22 25 24 31 23 32 22 26 33 2310 20 29
leaf_count=33 20 21 26 30 27 34 26 33 21 36 26 21 29 26 31 24 34 26 22 25 24 31 23 32 22 26 33 2310 20 29
internal_value=0 1.46625e-08 -1.5012e-08 1.91805e-11 1.9631e-08 -2.2337e-08 8.66726e-09 8.02575e-07 5.16238e-06 -7.12247e-08 -2.82353e-07 2.59047e-07 -3.94315e-07 3.56671e-07 1.1772e-06 -2.82936e-07 1.87464e-06 7.69517e-09 -1.69896e-08 2.42729e-09 -3.72534e-08 -6.94336e-09 2.10947e-06 -4.66842e-08 -4.74993e-09 -4.33263e-08 -1.11161e-08 -3.84208e-08 -1.41729e-06 5.25724e-07
internal_weight=0 3101 3068 3047 3017 2991 2964 271 54 2693 217 191 136 107 81 50 55 2657 2631 2609 2584 2550 47 2503 2471 2440 2414 2392 82 62
internal_count=3121 3101 3068 3047 3017 2991 2964 271 54 2693 217 191 136 107 81 50 55 2657 2631 2609 2584 2550 47 2503 2471 2440 2414 2392 82 62
is_linear=0
shrinkage=0.1


Tree=6772
num_leaves=31
num_cat=0
split_feature=11 45 46 1429 156 1425 47 0 47 47 47 3 0 131 4 0 1 2 155 1428 52 2 157 3 1429 51 475 52 475 15
split_gain=1.2555e-08 1.10817e-08 4.61153e-08 2.65428e-08 3.8388e-08 1.96758e-08 1.45407e-08 8.96868e-08 3.33191e-07 1.30819e-07 3.78796e-08 2.12322e-08 1.55653e-08 1.64379e-08 3.28965e-08 2.22736e-08 2.1299e-08 1.53995e-08 1.52195e-08 1.96652e-08 1.974e-08 3.54182e-08 1.60075e-08 5.57583e-08 1.45385e-08 9.48255e-08 1.4037e-07 1.34134e-07 8.26744e-08 4.22495e-08
threshold=-0.072629999999999986 0.084355000000000013 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.10129000000000002 0.092165000000000011 -0.10224499999999999 0.10678000000000001 0.09550500000000002 0.089785000000000018 -0.034684999999999994 -0.094299999999999981 0.096490000000000006 0.010840000000000001 -0.068604999999999985 0.090275000000000008 0.11704500000000001 0.12862000000000004 -0.020064999999999996 -0.55692499999999978 0.09580000000000001 0.10977500000000003 -0.080734999999999987 0.083715000000000026 -0.085604999999999987 -0.085684999999999997 -0.046924999999999988 -0.084374999999999992 -0.022504999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 10 8 -8 -9 18 12 -11 14 16 -16 -14 -10 19 -5 21 -21 24 -24 28 27 -27 -26 -22 -28
right_child=1 2 -4 4 -6 -7 7 9 17 11 -12 -13 13 -15 15 -17 -18 -19 -20 20 22 -23 23 -25 25 26 29 -29 -30 -31
leaf_value=-2.4368686827832184e-06 -3.6382341568241829e-06 5.1916105738314405e-06 -1.0954713691343646e-06 -2.5193220325547829e-06 4.383376353871427e-06 -2.8640698644721855e-06 -1.4698846166538715e-05 7.8682436110067926e-06 1.8813467651549825e-06 -2.5255198319687874e-06 4.3152349809090434e-06 -2.7415020581705022e-06 6.7831294079766497e-07 -1.7181374651305722e-06 5.4638164978574168e-06 8.5806762702607874e-07 -3.0301064249388653e-06 -1.4437189605587264e-06 2.3297988655971935e-06 -4.9235024969599796e-07 5.3454677007872918e-06 5.1311190721510993e-06 2.3829693700030302e-06 -4.1707368515798251e-06 -7.0245417457665944e-07 8.1978179033675191e-06 -2.5972665768630715e-06 -1.0530418767898265e-05 6.1126819588001319e-08 9.7963305446076766e-07
leaf_weight=21 20 20 28 30 20 24 20 21 30 21 21 33 59 30 21 21 21 26 29 24 30 21 21 34 41 21 59 21 2258 75
leaf_count=21 20 20 28 30 20 24 20 21 30 21 21 33 59 30 21 21 21 26 29 24 30 21 21 34 41 21 59 21 2258 75
internal_value=0 1.65155e-08 1.52415e-06 -7.19561e-09 1.67558e-08 -1.2239e-08 1.06673e-08 -6.46013e-07 -3.61938e-06 3.49477e-07 8.47731e-08 -4.16999e-07 2.64032e-08 3.78972e-07 8.94654e-07 3.16094e-06 -2.95147e-07 3.37566e-07 5.14249e-08 2.63498e-08 5.56665e-08 2.13194e-06 1.91696e-08 -1.66841e-06 5.62223e-08 -7.26044e-07 5.96051e-07 -4.03128e-06 1.30415e-07 -5.95271e-07
internal_weight=0 3100 48 3052 3032 3012 2988 303 76 227 2685 206 173 152 122 42 80 56 2664 2635 2605 45 2560 55 2505 217 155 62 2288 134
internal_count=3121 3100 48 3052 3032 3012 2988 303 76 227 2685 206 173 152 122 42 80 56 2664 2635 2605 45 2560 55 2505 217 155 62 2288 134
is_linear=0
shrinkage=0.1


Tree=6773
num_leaves=31
num_cat=0
split_feature=156 1429 1429 471 156 1426 1428 47 47 47 48 484 3 52 52 52 42 484 43 1 475 157 393 2 2 150 131 132 51 482
split_gain=1.25938e-08 1.70141e-08 1.07391e-08 1.78837e-08 1.51487e-08 1.12018e-08 1.63514e-08 1.19292e-08 9.24196e-08 5.94852e-08 1.72978e-07 1.43245e-08 1.73179e-08 3.02252e-08 2.15814e-08 2.95607e-08 2.51207e-08 2.07323e-08 1.48464e-08 1.48229e-08 1.41464e-08 3.40251e-08 1.31388e-08 1.28972e-08 4.82304e-08 3.45571e-08 4.05617e-08 3.62938e-08 3.92147e-08 4.04506e-08
threshold=0.3248100000000001 -0.23166999999999996 0.12387000000000002 0.10277000000000001 -0.092624999999999985 -0.052649999999999995 0.087445000000000009 0.092165000000000011 0.09585500000000001 0.086010000000000017 0.081805000000000017 -0.088124999999999981 -0.078084999999999988 -0.046924999999999988 -0.0027449999999999996 -0.10925999999999998 0.085505000000000012 -1.0000000180025095e-35 -0.0047449999999999992 0.111945 0.05680000000000001 0.26651500000000006 0.12679500000000002 0.12299 0.11982500000000001 0.12026500000000001 0.10156500000000002 0.091615000000000016 -0.21316999999999997 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 9 -9 20 -11 -10 14 -14 15 -13 -16 -15 -19 -20 21 22 23 24 -7 26 27 28 -25 -30
right_child=-2 2 -4 -5 5 6 -8 8 11 10 -12 12 13 17 16 -17 -18 18 19 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=2.6695336515558669e-06 -2.3313582736907689e-06 -2.2080567151210892e-06 -2.1104575634941131e-06 2.676796324522002e-06 -1.692059929101369e-06 -3.4519563984474853e-08 2.691804034720522e-06 -6.4009262878244038e-06 1.9327963379334181e-06 1.0690664772710079e-05 -1.3980367041626622e-06 -9.2534623945539358e-07 3.4777066135715223e-06 -3.2208956702106665e-06 -2.2724824589204219e-06 -5.7203064363875457e-06 2.2797147445780192e-06 1.8372099137382183e-06 -2.7419712647646193e-06 4.4940681455495167e-07 -2.0705687802546892e-06 4.1535489189925557e-06 2.2489273673132769e-06 3.6583544488166807e-06 -4.2109759626945177e-06 4.6575893784961414e-06 4.627051905572444e-06 -4.1379363324267613e-06 -9.163607885973076e-07 3.7007612521930158e-06
leaf_weight=24 23 31 24 25 38 2216 23 25 32 20 29 36 26 20 22 20 27 39 22 43 32 20 26 30 28 20 20 20 138 22
leaf_count=24 23 31 24 25 38 2216 23 25 32 20 29 36 26 20 22 20 27 39 22 43 32 20 26 30 28 20 20 20 138 22
internal_value=0 1.73071e-08 -3.3999e-09 1.31802e-08 -8.83313e-09 1.39377e-08 3.58687e-08 1.50414e-08 -5.69487e-07 8.46227e-08 3.53613e-06 -6.15214e-08 -3.11789e-07 3.77698e-07 -1.29677e-06 -2.63783e-06 2.35871e-07 -2.72303e-07 2.94734e-07 -6.30752e-07 1.8867e-08 4.51906e-08 1.25846e-08 -1.07293e-08 -8.66322e-08 6.70575e-07 3.23878e-07 -8.59483e-08 3.40577e-07 -2.81507e-07
internal_weight=0 3098 3074 3050 3025 2994 2956 2933 312 2621 49 287 255 150 105 56 49 124 104 65 2572 2540 2520 2494 2244 250 230 210 190 160
internal_count=3121 3098 3074 3050 3025 2994 2956 2933 312 2621 49 287 255 150 105 56 49 124 104 65 2572 2540 2520 2494 2244 250 230 210 190 160
is_linear=0
shrinkage=0.1


Tree=6774
num_leaves=31
num_cat=0
split_feature=156 474 11 142 147 147 16 16 12 43 13 12 130 121 133 133 133 0 52 484 484 484 131 52 52 51 42 2 2 48
split_gain=1.0201e-08 1.51287e-08 9.98528e-09 1.0321e-08 1.62559e-08 2.03983e-08 1.18264e-08 6.09215e-08 1.16279e-07 1.73136e-07 9.74585e-08 3.62489e-08 2.77567e-08 2.67801e-08 2.57247e-08 8.54379e-08 5.04004e-08 4.27407e-08 3.995e-08 3.40492e-08 6.40945e-08 5.97615e-08 7.93259e-08 3.92068e-08 6.48019e-08 2.95974e-08 2.81426e-08 2.59257e-08 5.6506e-08 2.58038e-08
threshold=0.3248100000000001 0.11986500000000001 -0.072629999999999986 -0.057499999999999989 0.099730000000000027 0.093875000000000014 0.0065250000000000004 -0.0013749999999999997 0.08486500000000001 -0.010739999999999998 -0.082574999999999982 0.088930000000000023 -0.22699999999999995 -0.072334999999999983 0.089595000000000022 0.087625000000000022 0.093255000000000018 -0.080499999999999988 -0.42635499999999998 -0.078424999999999981 -0.093244999999999981 -0.017214999999999998 0.10340500000000001 0.11434500000000002 0.09086000000000001 -0.015099999999999997 0.10705500000000003 0.096540000000000015 0.11411 0.083685000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 12 9 -9 -10 -12 -5 -14 15 19 -16 -18 -19 20 25 -21 23 24 26 -8 29 -20 -29 -23
right_child=-2 -3 3 4 -6 -7 14 8 10 -11 11 -13 13 -15 16 -17 17 18 27 21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.1758000782158761e-06 -2.0982224629298563e-06 2.6905127502426959e-06 -2.1970437669118666e-06 -3.5133127229611008e-06 2.1398734290301037e-06 -2.786630487714949e-06 2.0627269210448367e-06 6.9215894787551715e-07 -6.0439108165155637e-06 1.3290087586028677e-05 -9.8684551858241326e-07 4.5872439065825737e-06 3.6103892103342551e-06 2.1507462625814309e-08 -4.9080230837716956e-06 5.718651234928985e-06 -3.5200373241019002e-06 4.2617031236990112e-06 2.2839233175229472e-06 4.8064068178064193e-06 -6.6417518372991654e-06 -5.044511528654909e-07 -5.5767747486065933e-06 3.2715179378960284e-06 -5.7215711956359881e-06 -2.920942694117912e-06 3.7739597246400081e-06 -4.897838750496574e-06 1.4002202639293782e-06 1.8218672590231517e-06
leaf_weight=21 23 21 21 22 36 26 26 24 20 20 20 28 21 2098 33 25 36 22 23 25 23 268 26 36 20 22 20 28 29 58
leaf_count=21 23 21 21 22 36 26 26 24 20 20 20 28 21 2098 33 25 36 22 23 25 23 268 26 36 20 22 20 28 29 58
internal_value=0 1.55745e-08 -2.6815e-09 1.22516e-08 2.75383e-08 2.18183e-09 2.6571e-08 1.39321e-07 2.41287e-06 6.41849e-06 -1.79004e-07 2.26471e-06 2.03867e-08 5.70745e-08 -3.26241e-07 7.35516e-09 -1.39726e-06 -5.5773e-07 4.8779e-07 -2.6513e-07 -2.30127e-06 5.39996e-08 -2.23594e-07 1.22631e-07 -1.87095e-07 -2.21455e-07 1.32817e-07 -5.50036e-07 -1.69356e-06 -9.05663e-08
internal_weight=0 3098 3077 3056 3035 2999 2973 2253 112 44 68 48 2141 2119 720 549 171 138 102 524 71 453 428 402 366 48 346 80 57 326
internal_count=3121 3098 3077 3056 3035 2999 2973 2253 112 44 68 48 2141 2119 720 549 171 138 102 524 71 453 428 402 366 48 346 80 57 326
is_linear=0
shrinkage=0.1


Tree=6775
num_leaves=31
num_cat=0
split_feature=130 1 1132 0 47 0 0 0 15 2 16 3 3 457 133 1 48 1 51 151 49 15 16 15 3 4 41 33 14 48
split_gain=1.11855e-08 2.10629e-08 1.0815e-08 1.18386e-08 8.30565e-08 3.27022e-07 1.05429e-07 6.56031e-08 8.59497e-08 5.87629e-08 5.13729e-08 4.27322e-08 8.98744e-08 6.74744e-08 4.52315e-08 5.59781e-08 4.27963e-08 5.59068e-08 5.1921e-08 4.24608e-08 7.23743e-08 8.32993e-08 4.36829e-08 4.20461e-08 3.5041e-08 3.03845e-08 2.84726e-08 3.4923e-08 2.87359e-08 2.76704e-08
threshold=-0.23123999999999997 0.16540500000000002 -0.078654999999999989 -0.10151999999999999 0.094160000000000008 -0.11756999999999999 -0.10324499999999999 -0.097274999999999986 -0.099734999999999976 0.080205000000000012 -0.16075999999999999 -0.07928499999999998 -0.082974999999999979 -0.067164999999999989 0.088625000000000009 0.078340000000000007 0.089670000000000014 0.097290000000000015 0.089355000000000004 -0.077959999999999988 -0.043469999999999995 -0.015039999999999998 -0.071854999999999988 -0.11345499999999999 0.097915000000000016 -0.111605 0.088520000000000015 -1.0000000180025095e-35 0.019675000000000002 0.12118000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 24 9 8 -5 10 -4 12 14 -13 15 -11 18 -18 19 22 -21 23 -15 -22 -6 -17 27 -9 -29 -26
right_child=1 -3 3 7 5 -7 -8 26 -10 11 -12 13 -14 16 -16 25 17 -19 -20 20 21 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=2.1971440248861376e-06 -2.3096800083521887e-06 -2.7971530252452121e-06 3.9456915808180134e-07 -7.2447846770077816e-06 -3.2015601775607174e-06 1.4148501476743798e-05 -6.6865406927757696e-06 3.781489340326516e-06 -3.4956716514026692e-07 4.9340163320204576e-06 7.3093788398095753e-06 4.5826341117087096e-06 -7.8265103365993137e-06 5.8760674784769604e-06 -4.3863484721817304e-06 -4.0263524364750736e-06 -6.2405547781884751e-06 -5.314810351819688e-08 4.9342765159963165e-06 -5.2042242570375196e-06 5.185438580745938e-07 -4.9910298408260291e-06 2.2009853195312545e-07 5.6752550579273838e-06 4.1730566495278342e-06 7.8510215814731068e-07 -2.6604271743607548e-06 5.6718872580244203e-08 -3.7502769828279273e-06 -8.4759699249211157e-07
leaf_weight=23 20 27 22 29 24 21 23 25 48 22 21 36 20 22 23 21 23 40 25 30 64 23 36 21 21 35 39 2294 20 23
leaf_count=23 20 27 22 29 24 21 23 25 48 22 21 36 20 22 23 21 23 40 25 30 64 23 36 21 21 35 39 2294 20 23
internal_value=0 -1.63089e-08 8.14011e-09 2.3334e-08 4.23124e-07 3.24068e-06 -7.14769e-08 -7.3723e-08 -2.94647e-06 2.42875e-07 3.77157e-06 -1.01192e-07 -1.70201e-06 5.04115e-07 -4.89232e-07 6.59917e-07 -1.28802e-08 -2.31204e-06 6.42537e-07 9.51213e-08 -8.59082e-07 3.47903e-07 2.36547e-06 1.79255e-06 -1.27912e-07 -1.01919e-06 1.92969e-08 6.39781e-08 2.38148e-08 1.54862e-06
internal_weight=0 3098 3071 3051 596 89 507 2455 77 484 43 441 121 320 101 78 284 63 221 196 138 108 58 85 68 56 2378 2339 2314 44
internal_count=3121 3098 3071 3051 596 89 507 2455 77 484 43 441 121 320 101 78 284 63 221 196 138 108 58 85 68 56 2378 2339 2314 44
is_linear=0
shrinkage=0.1


Tree=6776
num_leaves=31
num_cat=0
split_feature=142 11 33 147 447 447 9 4 147 483 479 2 481 133 0 0 481 160 480 471 0 4 52 155 0 1455 483 12 1452 1452
split_gain=1.16329e-08 2.63692e-08 2.89485e-08 1.39384e-08 1.95074e-08 2.42572e-08 1.67101e-08 2.95181e-08 1.8147e-08 1.46168e-08 1.96789e-08 7.80592e-08 1.95589e-08 1.54647e-07 1.65507e-07 4.72649e-08 2.12367e-08 3.28322e-08 1.69546e-08 2.70249e-08 1.7485e-08 5.98151e-08 8.70734e-08 5.88674e-08 5.12267e-08 1.59194e-08 2.05127e-08 8.57691e-08 1.7591e-08 7.33648e-08
threshold=-0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.099730000000000027 0.09227500000000001 0.089635000000000006 0.088235000000000022 0.41816000000000003 0.090115000000000015 -0.47181499999999993 0.097110000000000016 0.092120000000000021 -0.086484999999999992 0.087495000000000003 -0.082844999999999988 -0.092089999999999991 -0.08347499999999998 -0.019279999999999995 0.10272000000000002 0.094575000000000006 0.12358500000000001 -0.50052499999999989 -0.082554999999999976 0.11332500000000002 0.10455500000000001 0.10861000000000001 0.11236000000000002 0.094435000000000005 0.088500000000000009 0.082765000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 8 -8 9 -4 12 -12 13 14 15 -11 17 -14 19 20 24 23 -23 -22 25 26 28 -28 29 -18
right_child=1 2 3 -5 -6 -7 7 -9 -10 10 11 -13 16 -15 -16 -17 18 -19 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=2.1931258070632491e-06 -3.0718952842789805e-06 -3.378082508788793e-06 2.4151381098818092e-06 1.9947282913632433e-06 -2.4802654127509621e-06 3.3495378747003004e-06 4.8071562211760014e-06 -9.0135416130898705e-08 -2.7535489209640222e-06 1.6853689683355495e-07 1.7033667784716045e-06 -5.3375077032474258e-06 -4.921571084279012e-06 8.5909342013347551e-06 -6.7086884914245063e-06 6.5824269313452534e-06 2.5999292625853465e-08 6.7662683846947411e-07 2.6025018692052983e-06 -2.815056320796196e-06 9.3971558093081918e-07 -5.1929720558409648e-06 2.4946524075965181e-06 8.0430807884113161e-06 -4.2097754383827005e-06 -1.8892835396928962e-06 -1.3914204637624228e-06 6.7727351175893678e-06 1.7131430377434051e-06 -5.2175726716962317e-06
leaf_weight=24 28 25 25 36 31 22 20 32 24 27 32 31 22 23 29 20 2272 20 25 34 28 26 34 20 29 43 31 22 59 27
leaf_count=24 28 25 25 36 31 22 20 32 24 27 32 31 22 23 29 20 2272 20 25 34 28 26 34 20 29 43 31 22 59 27
internal_value=0 -1.69905e-08 1.08809e-08 3.8714e-08 1.53043e-08 4.1291e-08 1.66611e-08 1.79344e-06 -1.51654e-08 7.66238e-09 -1.34262e-08 -1.76119e-06 2.60253e-08 1.40645e-06 -7.67802e-07 2.89785e-06 -2.47407e-08 -2.25576e-06 1.06189e-08 -1.40657e-08 2.26898e-08 1.26828e-06 -8.36652e-07 3.89945e-06 -3.14882e-08 1.78885e-08 5.19027e-08 1.99747e-06 8.17276e-09 -3.55825e-08
internal_weight=0 3097 3069 3044 3008 2977 2955 52 2903 2879 2854 63 2791 99 76 47 2692 42 2650 2625 2591 108 60 48 2483 2454 2411 53 2358 2299
internal_count=3121 3097 3069 3044 3008 2977 2955 52 2903 2879 2854 63 2791 99 76 47 2692 42 2650 2625 2591 108 60 48 2483 2454 2411 53 2358 2299
is_linear=0
shrinkage=0.1


Tree=6777
num_leaves=31
num_cat=0
split_feature=453 156 1425 132 1185 1203 150 148 447 147 0 0 1 13 0 3 1 15 0 16 403 151 124 48 160 2 49 4 15 10
split_gain=1.09273e-08 1.06723e-08 1.93076e-08 1.03073e-08 5.82712e-08 2.96651e-08 1.17407e-08 1.08202e-08 2.20441e-08 1.72263e-08 1.40756e-08 8.58437e-08 2.81387e-07 3.11567e-07 6.0768e-08 5.90771e-08 4.82988e-08 7.90766e-08 1.43486e-07 6.46491e-08 3.97357e-08 3.67e-08 5.97086e-08 4.89071e-08 1.1149e-07 9.80809e-08 1.87894e-07 3.52357e-08 2.92524e-08 4.58055e-08
threshold=0.10071000000000001 0.32523500000000005 0.10129000000000002 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.11226499999999999 -0.10069499999999999 0.094580000000000011 0.092070000000000013 -0.11173999999999999 -0.10151999999999999 0.092695000000000013 -0.095304999999999987 -0.11991499999999998 -0.080734999999999987 0.080000000000000016 -0.015039999999999998 -0.15090499999999998 -0.0060749999999999997 -1.0000000180025095e-35 -0.096264999999999976 -0.082254999999999981 0.087555000000000008 0.08325500000000001 0.10402500000000002 -0.043469999999999995 0.076415000000000025 -0.56020999999999987 -0.011559999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -6 -8 9 10 14 12 13 -12 16 -16 20 19 -19 21 -9 -18 -23 24 -24 -25 -27 -22 -13 -30
right_child=-2 -3 -4 4 6 -7 7 8 -10 -11 11 28 -14 -15 15 -17 17 18 -20 -21 27 22 23 25 -26 26 -28 -29 29 -31
leaf_value=-1.9426160464525913e-07 -2.2734214678079989e-06 2.2620892802175756e-06 -2.7676512900143283e-06 5.3222607632397704e-06 1.8819560550047538e-06 -3.6761874087330529e-06 1.7853275557948055e-06 -1.0520859827270865e-06 -2.7520819912751907e-06 2.1626396414216585e-06 6.9130251755599278e-06 3.7734387115051506e-06 9.7593771604228891e-06 -9.2565391399218183e-06 -4.0069056965529902e-07 -7.9016196217534822e-06 -3.9617342465065194e-06 -3.4016324182825237e-07 -1.0166059355074338e-05 4.9359331042069245e-06 1.1285762850223233e-06 4.3901280127590365e-06 -1.8250617808464373e-07 5.3871192537166457e-06 -8.9227336729891256e-06 4.0088104564498883e-06 -9.1150791775618255e-06 6.2409500567530184e-06 -2.3867780398853851e-06 2.2971446628350978e-08
leaf_weight=194 21 21 25 21 34 28 34 28 29 37 22 20 37 26 21 21 26 42 23 25 28 27 54 31 20 24 20 26 82 2074
leaf_count=194 21 21 25 21 34 28 34 28 29 37 22 20 37 26 21 21 26 42 23 25 28 27 54 31 20 24 20 26 82 2074
internal_value=0 1.5401e-08 7.77261e-11 2.27343e-08 7.41704e-08 -6.33423e-07 3.49638e-08 1.23502e-08 -9.62615e-09 1.96779e-08 -9.94091e-09 8.84163e-08 3.20604e-06 -1.84549e-06 -5.44522e-07 -4.15116e-06 -1.39499e-07 -7.41709e-07 -3.81702e-06 1.38887e-07 2.00496e-06 -4.54807e-07 6.32614e-08 -7.20802e-07 -2.54473e-06 1.07881e-06 -1.95659e-06 3.59009e-06 -3.33659e-08 -6.86795e-08
internal_weight=0 3100 3079 3054 2832 222 2811 2777 2743 2714 2677 2261 85 48 416 42 374 292 65 227 82 202 176 149 74 75 44 54 2176 2156
internal_count=3121 3100 3079 3054 2832 222 2811 2777 2743 2714 2677 2261 85 48 416 42 374 292 65 227 82 202 176 149 74 75 44 54 2176 2156
is_linear=0
shrinkage=0.1


Tree=6778
num_leaves=31
num_cat=0
split_feature=40 130 40 132 1211 1185 1203 1186 391 1213 0 0 403 403 403 2 1208 42 403 403 403 1212 43 13 401 401 4 394 393 455
split_gain=9.77333e-09 2.66007e-08 2.08845e-08 1.00158e-08 2.72584e-07 1.58348e-07 2.47908e-08 1.07965e-08 2.45986e-08 1.47264e-08 4.54419e-08 7.26961e-08 3.74252e-08 5.36389e-08 1.30271e-08 1.03744e-07 3.74447e-08 3.35589e-08 2.86524e-08 2.38607e-08 1.30849e-08 1.89302e-08 1.80035e-07 2.92809e-07 1.32102e-07 1.98638e-08 4.03743e-08 1.58083e-08 2.04825e-08 1.1699e-08
threshold=-0.24620999999999996 -0.22699999999999995 -0.15322999999999998 -0.083284999999999984 0.085535000000000014 -0.083264999999999992 0.089165000000000008 0.089315000000000019 -0.086319999999999994 0.10675500000000002 -0.086729999999999988 -0.082724999999999979 -0.34918499999999997 -0.028309999999999998 -0.54448499999999989 0.083935000000000023 0.099975000000000008 0.11603500000000001 -0.52800499999999995 -0.42244999999999994 0.62200000000000011 -0.089544999999999986 -0.0047449999999999992 -0.092094999999999982 0.11336 0.094270000000000007 -0.079164999999999985 1.0000000180025095e-35 0.088255000000000014 0.089310000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -5 -4 8 -7 14 -11 -12 -13 -14 15 -10 18 -18 -16 -20 21 22 -21 -24 25 27 -27 28 29 -23
right_child=1 2 3 5 -6 7 -8 -9 9 10 11 12 13 -15 16 -17 17 -19 19 20 -22 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=2.203479214131221e-06 -3.4791056557217171e-06 3.1533347930960754e-06 -1.0480227878774992e-07 -8.5122623369732717e-06 1.1769145240805301e-05 -3.5119842641506695e-06 -3.8169922709130339e-06 1.7253599894375942e-06 -6.7222064919168705e-06 4.7942828119245792e-06 -5.258202846789573e-06 5.2352348092199463e-06 -2.9412667074141679e-06 3.9471148329539576e-06 -3.4933851300896402e-06 1.9737002262712958e-06 1.3252949088382595e-07 5.9255333871988117e-06 2.9350306047288341e-06 -3.9330669289307071e-06 -2.2853975858302314e-06 -7.3288912126379923e-08 -1.0386603767348538e-06 1.4689444837472365e-05 -7.1715828758337565e-06 -1.3265774474088435e-06 4.4738750071969336e-06 2.5064876590856027e-06 -2.6264008503799674e-06 1.4442052085646888e-06
leaf_weight=20 22 21 179 22 20 20 20 36 23 26 20 20 26 20 24 34 20 20 27 36 26 2208 29 20 26 21 28 24 31 52
leaf_count=20 22 21 179 22 20 20 20 36 23 26 20 20 26 20 24 34 20 20 27 36 26 2208 29 20 26 21 28 24 31 52
internal_value=0 -1.42183e-08 1.0539e-08 -1.10433e-08 6.40564e-07 -6.13082e-08 -4.77887e-07 4.69144e-09 -1.75826e-08 7.72999e-09 1.1309e-06 2.33721e-08 1.62385e-06 5.36818e-08 -3.9758e-08 -1.53517e-06 -6.87265e-09 3.02903e-06 -5.44574e-08 -2.18093e-08 -5.37304e-08 -3.02866e-08 1.4362e-06 5.38097e-06 -8.24422e-08 -4.4736e-09 1.98797e-06 -4.66462e-08 -7.33923e-08 -3.83731e-08
internal_weight=0 3101 3079 3058 219 2839 199 2817 2781 2761 112 86 66 46 2649 57 2592 40 2552 2528 2501 2475 85 49 2390 2364 49 2315 2291 2260
internal_count=3121 3101 3079 3058 219 2839 199 2817 2781 2761 112 86 66 46 2649 57 2592 40 2552 2528 2501 2475 85 49 2390 2364 49 2315 2291 2260
is_linear=0
shrinkage=0.1


Tree=6779
num_leaves=31
num_cat=0
split_feature=130 40 4 33 11 9 33 97 9 4 4 15 147 147 0 160 39 124 13 16 52 15 3 472 1429 11 0 0 13 13
split_gain=1.13493e-08 1.73174e-08 1.49633e-08 1.0726e-08 2.03973e-08 2.70876e-08 3.92532e-08 1.43132e-08 3.49306e-08 1.31841e-08 2.70642e-08 1.44587e-08 1.94428e-08 3.11143e-08 1.47625e-08 1.38097e-08 1.28174e-08 3.07829e-08 1.41965e-08 5.92836e-08 5.49143e-08 3.8428e-08 2.49952e-08 4.64162e-08 2.74356e-08 4.3569e-08 4.12364e-08 8.76005e-08 3.5217e-08 2.45435e-08
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 0.085305000000000006 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 -0.083924999999999986 -1.0000000180025095e-35 0.51303500000000013 0.50822500000000004 -0.43375999999999998 0.099230000000000013 0.093875000000000014 -0.26343999999999995 -0.077609999999999985 0.11402500000000002 0.0026500000000000004 -0.16152999999999998 -0.18708499999999997 -0.0092699999999999987 -0.086254999999999984 0.11658 -0.38234499999999999 -0.23587499999999997 0.095720000000000013 0.12411500000000002 0.089620000000000019 0.095710000000000017 -0.097224999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8 -9 10 11 -10 13 14 -13 -11 17 18 19 -16 21 -21 23 -20 -25 26 27 29 -28 -26
right_child=1 2 -4 -5 5 -7 7 8 9 15 -12 12 -14 -15 16 -17 -18 -19 22 20 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=2.21317341030321e-06 -2.9494836803678482e-06 3.0362451628785824e-06 2.2634109298231686e-06 -1.666619104047967e-06 3.8808417579835246e-06 -2.8263331141306146e-06 -2.2324987177288957e-06 3.2350969073983529e-06 -2.2587437954292723e-06 2.7521957668630834e-07 3.3349992804687647e-06 2.4530691803192898e-06 2.2627630199634508e-06 -3.9748385717075511e-06 -5.0320714927724551e-06 -3.1171406793159154e-06 -1.8377779625575968e-06 2.8525512512665908e-06 -4.5132481002086859e-06 1.631116455200754e-06 4.1096224695138514e-06 -4.1521861648848073e-06 2.7285804828187054e-06 3.4376304721144667e-06 1.3456699086644279e-06 -3.5351457388190156e-06 7.5184305620326955e-07 -6.6413481101790252e-06 5.5334475045280367e-06 -7.3972729339341138e-08
leaf_weight=23 20 22 29 39 26 34 29 33 29 21 24 24 37 20 29 28 39 37 23 20 25 27 33 23 129 35 43 20 24 2176
leaf_count=23 20 22 29 39 26 34 29 33 29 21 24 24 37 20 29 28 39 37 23 20 25 27 33 23 129 35 43 20 24 2176
internal_value=0 -1.64279e-08 2.63033e-09 -1.88727e-08 2.47687e-09 -1.98601e-08 1.24419e-08 -2.19087e-08 2.0486e-10 -3.70427e-08 -8.75541e-09 -3.7488e-08 -1.41825e-08 -4.50761e-08 -1.60421e-08 -1.66327e-06 -3.81288e-08 -1.15833e-08 -5.22327e-08 -1.21462e-06 3.2297e-07 -1.69121e-06 -5.38482e-09 -4.18672e-08 1.09057e-10 -3.24674e-08 1.87842e-08 -5.1699e-08 2.46466e-06 5.47799e-09
internal_weight=0 3098 3078 3049 3010 2988 2954 2928 2899 2866 2817 2793 2764 2727 2707 49 2683 2644 2607 101 72 47 2506 2473 2450 2427 2392 2325 67 2305
internal_count=3121 3098 3078 3049 3010 2988 2954 2928 2899 2866 2817 2793 2764 2727 2707 49 2683 2644 2607 101 72 47 2506 2473 2450 2427 2392 2325 67 2305
is_linear=0
shrinkage=0.1


Tree=6780
num_leaves=31
num_cat=0
split_feature=156 1426 1428 1429 1429 0 156 50 52 4 12 4 4 158 2 16 3 45 11 4 4 4 43 4 130 42 34 43 34 9
split_gain=1.24042e-08 1.74162e-08 9.89428e-09 1.78725e-08 7.07098e-08 6.67024e-08 2.75193e-08 1.35707e-08 1.19025e-08 1.65843e-08 5.76222e-08 1.82154e-08 4.35025e-08 3.30451e-08 5.75132e-08 6.94317e-08 5.24252e-08 2.31721e-08 7.50446e-08 2.30306e-08 2.22403e-08 6.39077e-08 6.32914e-08 7.94807e-08 2.18303e-08 2.52102e-08 2.0284e-08 4.1929e-08 4.19052e-08 3.60639e-08
threshold=0.32523500000000005 -0.085619999999999988 -0.020064999999999996 -1.0000000180025095e-35 -0.050194999999999997 -0.014954999999999998 0.086860000000000007 0.14262000000000002 -0.56368999999999991 -0.46376499999999993 0.096830000000000013 -0.15289999999999995 -0.14098499999999997 0.082560000000000008 0.082850000000000021 -0.076669999999999988 -0.055119999999999995 0.094030000000000016 -0.014494999999999999 -0.10429499999999998 -0.088784999999999989 -0.087894999999999987 -0.097804999999999989 -0.095774999999999985 -0.22562499999999999 0.15432000000000004 -0.083494999999999986 -0.074974999999999986 -0.057544999999999992 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 -5 10 -10 13 -13 14 -11 -16 -17 18 -14 -20 22 -22 23 -21 -23 26 27 -26 -28 -30
right_child=-2 2 3 7 -6 -7 -8 -9 9 11 -12 12 17 -15 15 16 -18 -19 19 20 21 24 -24 -25 25 -27 28 -29 29 -31
leaf_value=-2.6997985173693453e-06 2.4221875849304654e-06 -1.5990931796307596e-06 -3.7208663704167643e-07 1.8138791328207544e-06 6.6530256083296985e-06 -4.9473886235773539e-06 4.6348427271628427e-06 -2.0026287556367391e-06 -2.6538056394114491e-08 -2.2438616639419707e-06 -6.084964568344731e-06 -4.2641906513078235e-06 5.8561721960937914e-06 -2.3612613274183658e-06 8.4228089042426285e-06 -1.9581509178578926e-06 4.3123277464474086e-06 -3.1477456193739353e-06 2.9523891533664521e-06 5.133906637411201e-07 4.9405286850182732e-06 -3.2536815524508713e-06 2.4974415065447502e-06 -8.1061916825606406e-06 2.8495729170132226e-07 3.5201455216338223e-06 4.3416084860258376e-06 -5.5878628779737485e-06 1.1257706272365178e-08 -2.8469203838691707e-06
leaf_weight=24 21 38 23 36 20 20 21 34 73 24 20 24 22 21 20 24 30 23 26 20 26 21 22 23 31 20 22 20 2327 45
leaf_count=24 21 38 23 36 20 20 21 34 73 24 20 24 22 21 20 24 30 23 26 20 26 21 22 23 31 20 22 20 2327 45
internal_value=0 -1.64112e-08 4.52553e-09 2.4584e-08 1.46293e-06 -1.5897e-07 2.01758e-06 -1.6317e-08 6.81131e-09 -1.57457e-08 -1.32943e-06 2.80279e-08 -2.58852e-08 1.23858e-06 2.00998e-06 3.3896e-06 1.52545e-06 1.25284e-08 4.02185e-08 -8.93675e-09 -3.88143e-08 8.44204e-09 -1.86509e-06 -4.09708e-06 -4.31405e-08 -1.57891e-08 -4.47129e-08 -2.01811e-06 -2.67308e-09 -4.29657e-08
internal_weight=0 3100 3076 3038 84 64 44 2954 2920 2884 93 2791 2672 119 98 74 54 2648 2625 2603 2577 2512 65 43 2486 2465 2445 51 2394 2372
internal_count=3121 3100 3076 3038 84 64 44 2954 2920 2884 93 2791 2672 119 98 74 54 2648 2625 2603 2577 2512 65 43 2486 2465 2445 51 2394 2372
is_linear=0
shrinkage=0.1


Tree=6781
num_leaves=31
num_cat=0
split_feature=40 39 42 12 12 133 12 12 43 12 2 130 132 1 393 393 1208 1208 1209 43 403 0 1212 3 4 133 12 3 51 2
split_gain=1.19625e-08 2.12838e-08 1.53942e-08 1.19336e-08 4.48116e-08 3.57887e-08 1.35433e-08 3.34217e-08 4.02462e-08 3.37809e-08 2.52807e-08 1.8182e-08 1.78611e-08 2.78746e-07 1.51405e-07 5.93936e-08 1.49151e-08 2.7101e-08 1.72094e-08 1.29365e-07 3.31482e-08 1.07272e-07 1.67701e-08 6.76217e-08 4.69561e-08 2.40329e-08 2.27795e-08 1.64624e-07 5.94074e-08 1.15734e-07
threshold=-0.24620999999999996 0.15619500000000003 -0.23108499999999998 0.12757000000000002 0.12069000000000002 0.017095000000000003 0.11351500000000002 0.10911500000000002 -0.036954999999999995 0.10806000000000002 0.10327000000000001 -0.14845499999999998 -0.083284999999999984 0.089475000000000013 0.11170000000000001 0.10483000000000002 0.11531000000000001 0.10233500000000001 -0.084519999999999984 -0.0047449999999999992 -0.5335399999999999 -0.086234999999999992 0.10321500000000002 -0.077354999999999993 -0.078439999999999996 -0.023589999999999996 0.099815000000000015 -0.071329999999999991 -0.057604999999999996 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 7 9 -9 11 -8 -4 13 15 16 -13 17 18 19 -14 21 -20 26 24 25 -24 -22 28 -28 -30
right_child=1 -3 3 5 -6 -7 10 8 -10 -11 -12 12 14 -15 -16 -17 -18 -19 20 -21 22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=2.4378157741011819e-06 2.1541495445117934e-06 -3.1884944898289783e-06 2.9287250895105812e-06 -4.2548597098175384e-06 4.3126764201891397e-06 9.5063356541556596e-07 -3.1991712763261308e-06 -3.9448680967246263e-07 5.4017907696106705e-06 -3.5567979870797397e-06 5.7814841591821547e-07 4.2592934817954851e-08 -5.5278375332688622e-06 1.0047264217963711e-05 -8.7534278236489633e-06 -5.5778759835210746e-06 -2.6125102164022773e-06 2.9904785166460595e-06 7.6881993446808007e-06 4.2580405492613369e-06 -1.8413281484621716e-08 -2.0790709285116148e-06 -4.1072862586588601e-07 5.854707740127197e-06 -3.4046322949068089e-06 4.0269003084572235e-06 3.8138790942967819e-06 -7.7675951490985625e-06 1.6496151129103965e-06 -6.683490170871664e-06
leaf_weight=20 33 21 21 25 24 28 37 23 25 27 34 103 35 28 20 23 22 30 22 22 2231 23 26 24 29 23 36 31 50 25
leaf_count=20 33 21 21 25 24 28 37 23 25 27 34 103 35 28 20 23 22 30 22 22 2231 23 26 24 29 23 36 31 50 25
internal_value=0 -1.57181e-08 5.91451e-09 -1.73516e-08 8.97913e-09 -1.50479e-06 -2.57982e-08 7.62041e-09 2.62441e-06 -3.64363e-08 -1.39031e-06 -2.77849e-09 -2.47412e-08 1.0222e-06 -8.56055e-08 -9.83366e-07 -1.96654e-08 2.2151e-09 -3.25726e-08 -1.75083e-06 6.29279e-09 2.69604e-06 -4.26117e-08 1.21293e-06 -2.15315e-07 1.67224e-06 -9.65792e-08 -1.32466e-06 4.74713e-07 -1.12809e-06
internal_weight=0 3101 3080 3047 2994 53 2970 2899 48 2851 71 2824 2803 154 2649 126 2629 2607 2577 57 2520 45 2475 102 78 49 2373 142 111 75
internal_count=3121 3101 3080 3047 2994 53 2970 2899 48 2851 71 2824 2803 154 2649 126 2629 2607 2577 57 2520 45 2475 102 78 49 2373 142 111 75
is_linear=0
shrinkage=0.1


Tree=6782
num_leaves=31
num_cat=0
split_feature=1209 1209 1209 393 403 11 1209 1213 50 50 1213 49 50 1 15 2 12 3 0 3 0 475 159 50 50 4 12 0 401 133
split_gain=1.1561e-08 1.70841e-08 1.48349e-08 1.13582e-08 6.28123e-08 1.09615e-08 1.11319e-08 1.24714e-08 1.46611e-08 7.44643e-08 5.63038e-08 3.74366e-08 4.46677e-08 5.27945e-08 5.20483e-08 3.99087e-08 6.02313e-08 4.40155e-08 3.2533e-08 4.83246e-08 3.18739e-08 4.99184e-08 4.7208e-08 3.13643e-08 3.49818e-08 7.56691e-08 2.6414e-08 2.47262e-08 2.24177e-08 5.59706e-08
threshold=-0.14444499999999996 -0.085894999999999985 -0.077594999999999983 0.10856500000000001 -0.074254999999999988 -0.072629999999999986 -0.033554999999999995 0.51258500000000007 0.09227500000000001 0.090805000000000011 0.0036000000000000003 0.08610000000000001 0.10284500000000001 0.080585000000000004 0.095575000000000007 0.10402500000000002 0.088045000000000012 -0.034684999999999994 -0.090314999999999993 -0.078584999999999988 -0.085754999999999984 -0.082274999999999987 -1.0000000180025095e-35 0.089145000000000016 0.083090000000000011 -0.08484499999999999 0.094375000000000014 -0.074824999999999989 -0.078179999999999986 0.51114000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 -7 8 9 23 11 12 13 -10 18 16 -13 -17 19 -14 22 -22 -20 24 28 -26 27 -23 -8 -30
right_child=1 2 3 4 -6 6 7 -9 10 -11 -12 15 14 -15 -16 17 -18 -19 20 -21 21 26 -24 -25 25 -27 -28 -29 29 -31
leaf_value=2.3965572540873839e-06 -2.0952247187102705e-06 2.3446892791306946e-06 -2.3123776981511432e-06 4.1482961926180218e-06 -2.8477500737131951e-06 -2.0040697791046113e-06 2.176770806998204e-06 2.4879428929125426e-06 -7.3335954584763389e-06 5.8700939586163836e-06 -5.5978793484644572e-06 6.077403707554514e-06 1.7916854146817598e-08 -1.4249184225205213e-06 3.976030353037964e-06 2.8199303710607637e-06 -6.1110347360227029e-08 -3.1972389138907662e-06 -1.058432355236505e-06 -6.1491939353193933e-06 -4.4998687534254193e-06 4.5721133642473434e-06 5.7300863859598489e-06 -3.3633066659940935e-06 -1.3527506087029907e-06 7.3460459407215237e-06 -1.7039335364504246e-06 3.281885237053454e-08 1.9880428071144244e-08 -4.9377591085678203e-06
leaf_weight=20 39 27 21 33 21 28 47 20 20 22 21 31 27 62 27 20 33 31 20 24 28 20 21 27 20 20 36 30 2302 23
leaf_count=20 39 27 21 33 21 28 47 20 20 22 21 31 27 62 27 20 33 31 20 24 28 20 21 27 20 20 36 30 2302 23
internal_value=0 -1.54548e-08 1.10348e-08 -9.72588e-09 1.42761e-06 -3.57629e-08 -1.96112e-08 -6.60024e-10 -1.77521e-08 7.83028e-08 -5.41901e-07 -2.94981e-07 -8.58758e-07 -2.86606e-06 -1.52326e-07 1.24928e-06 2.91223e-06 -8.37565e-07 -6.93422e-07 -2.88425e-06 2.74327e-08 -8.32554e-07 2.41861e-06 2.60603e-08 6.4001e-08 2.99665e-06 3.61456e-07 1.84854e-06 1.45466e-08 -2.91629e-08
internal_weight=0 3101 3062 3035 54 2981 2960 2932 2912 2461 451 430 315 82 233 115 64 51 206 51 155 114 41 2439 2412 40 86 50 2372 2325
internal_count=3121 3101 3062 3035 54 2981 2960 2932 2912 2461 451 430 315 82 233 115 64 51 206 51 155 114 41 2439 2412 40 86 50 2372 2325
is_linear=0
shrinkage=0.1


Tree=6783
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1 42 156 1426 4 156 3 3 4 1419 155 51 42 160 160 479 13 1447 1447 1446 1447 45 11 33 47 47 47
split_gain=1.18364e-08 6.71448e-08 2.32701e-08 1.13201e-08 1.08218e-08 1.00144e-08 1.47218e-08 9.73868e-09 7.8994e-08 8.12935e-08 1.21939e-07 1.29922e-08 2.15755e-08 1.28016e-08 3.43962e-08 2.36525e-08 1.34643e-08 1.51403e-08 1.7504e-08 2.38041e-08 2.29028e-08 9.45363e-08 7.83628e-08 3.56447e-08 1.92022e-08 4.67259e-08 3.04004e-08 2.07246e-08 1.55043e-07 1.11993e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.088135000000000005 -0.018024999999999996 0.32523500000000005 -0.085619999999999988 -0.50690499999999983 0.092385000000000009 0.083060000000000009 -0.098469999999999988 -0.50052499999999989 0.10408000000000002 0.10022500000000002 -0.14097999999999997 0.090395000000000017 -0.55697499999999989 -0.54913999999999985 0.10061500000000002 -0.076384999999999995 -0.086424999999999988 -0.085754999999999984 0.085345000000000018 -0.084334999999999979 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.09717000000000002 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -3 8 9 10 -8 -9 13 16 -15 -16 -13 -18 20 -20 22 -22 -19 -23 25 -25 -27 29 -29 -28
right_child=1 5 -4 4 -6 -7 7 11 -10 -11 -12 12 -14 14 15 -17 17 18 19 -21 21 23 -24 24 -26 26 27 28 -30 -31
leaf_value=9.2855547180663411e-08 5.6879093119191356e-06 -2.4694944966559738e-06 -3.3986476653678566e-06 -3.2961672559395084e-06 -1.2249322913876747e-07 2.1885522030407584e-06 1.7879235667191392e-06 2.0888859386368786e-06 -6.5747298231144674e-06 5.3252760055263104e-06 -7.9036004137833519e-06 -1.875279554656732e-06 -3.0888684294309728e-06 -9.8589412921094608e-07 5.7719475250905818e-06 9.0856717349652172e-07 2.6001994070690634e-06 5.3832694536737341e-06 -4.2762771861568833e-06 4.3067080219944251e-07 -6.8374597026377158e-06 3.7487602430001761e-06 -1.7937805857815783e-06 4.2759385894879207e-06 -2.3334805331721918e-06 -3.3229254616647573e-06 3.60854875092187e-08 9.3646493792221011e-06 1.5594431507033647e-07 -6.4466377992815714e-06
leaf_weight=151 21 24 28 22 21 21 37 31 20 24 20 37 22 34 20 20 23 32 22 21 20 26 29 26 34 27 2048 20 213 27
leaf_count=151 21 24 28 22 21 21 37 31 20 24 20 37 22 34 20 20 23 32 22 21 20 26 29 26 34 27 2048 20 213 27
internal_value=0 5.38945e-08 -7.03734e-07 -3.14778e-07 -1.74623e-06 1.27846e-08 -3.20811e-09 1.76852e-08 -9.46602e-07 4.43059e-07 -1.61261e-06 5.33342e-08 2.99717e-08 5.55837e-08 1.35257e-06 3.34026e-06 1.87404e-08 4.60297e-08 2.29468e-08 -1.97754e-06 5.73276e-08 9.49965e-09 1.97123e-06 6.60627e-08 2.60835e-08 6.00629e-08 1.31195e-08 5.2146e-08 9.46391e-07 -4.8268e-08
internal_weight=0 2899 222 194 43 2878 2857 2833 101 81 57 2732 2701 2679 74 40 2605 2568 2545 43 2502 2441 61 2421 2395 2361 2335 2308 233 2075
internal_count=3121 2899 222 194 43 2878 2857 2833 101 81 57 2732 2701 2679 74 40 2605 2568 2545 43 2502 2441 61 2421 2395 2361 2335 2308 233 2075
is_linear=0
shrinkage=0.1


Tree=6784
num_leaves=31
num_cat=0
split_feature=11 45 46 1429 156 474 484 484 130 1 133 133 0 1454 1446 1446 1 43 51 16 51 1452 51 51 42 133 16 1454 12 483
split_gain=1.29746e-08 1.14663e-08 3.94075e-08 2.88171e-08 3.72432e-08 1.47539e-08 1.43823e-08 5.82422e-08 1.26076e-07 5.61702e-08 5.47687e-08 4.73667e-08 2.90949e-08 1.78079e-08 1.71482e-08 4.01028e-08 2.87174e-08 7.73374e-08 2.50905e-08 5.77392e-08 5.00441e-08 2.94713e-08 4.01664e-08 2.92333e-08 2.31923e-08 4.21896e-08 2.04626e-08 1.98107e-08 9.12842e-08 7.80328e-08
threshold=-0.072629999999999986 0.084355000000000013 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.11568500000000002 0.10948000000000001 0.10126500000000001 -0.23123999999999997 0.15799000000000005 0.089755000000000015 0.081415000000000015 -0.086074999999999985 0.10205000000000002 0.096495000000000011 0.091180000000000011 0.088135000000000005 -0.065269999999999981 0.123935 -0.069144999999999984 0.11594500000000001 0.11609000000000001 0.11218000000000002 0.10501000000000001 0.12293000000000001 0.15630500000000003 -0.040964999999999994 0.074020000000000016 0.083715000000000026 0.040035000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 -5 13 11 12 -8 14 15 18 17 -16 20 -20 21 22 23 24 27 -26 -21 -10 -29 -30
right_child=1 2 -4 4 -6 -7 10 -9 9 -11 -12 -13 -14 -15 16 -17 -18 -19 19 26 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-2.4772608545238959e-06 -3.7907433613781909e-06 4.94060048481515e-06 -8.712712979023049e-07 7.5495179523634519e-06 4.3186347852497425e-06 -2.2556143264786254e-06 -1.5029882382577853e-06 -4.9382626741589776e-06 5.7407632970042874e-09 -4.6766248627906096e-06 4.5452738187591558e-06 -3.6124848155135885e-06 3.3590703036878722e-06 -2.0264160036467096e-06 -3.5532488827475051e-06 -4.2697807709208227e-06 4.1237940346642665e-06 4.3377887263689093e-06 -5.5912884914295533e-06 2.4457281411245774e-06 4.7213873482059684e-06 3.8592128497327849e-06 -4.1545240848158167e-06 3.4460211245459505e-06 6.1055893249212447e-07 -5.1517986065618977e-06 -1.2030346787397839e-06 -3.3226296409338832e-06 1.2215181998596694e-07 8.6443551936099545e-06
leaf_weight=21 20 20 28 22 20 29 20 24 2349 26 33 28 32 43 27 22 27 23 26 22 23 20 23 25 27 24 51 23 21 22
leaf_count=21 20 20 28 22 20 29 20 24 2349 26 33 28 32 43 27 22 27 23 26 22 23 20 23 25 27 24 51 23 21 22
internal_value=0 1.67793e-08 1.55034e-06 -7.33962e-09 1.76169e-08 -1.09423e-08 1.08798e-08 -3.26901e-08 8.67809e-09 -5.00678e-08 1.11748e-06 -2.96489e-07 1.48905e-06 -7.07624e-09 2.44416e-08 -1.78631e-08 1.49576e-06 7.66284e-08 1.73561e-08 -1.54467e-06 7.78335e-08 3.5686e-08 5.26809e-09 4.36764e-08 9.1839e-09 -2.10114e-06 -1.03408e-07 5.37497e-08 1.76243e-06 4.48235e-06
internal_weight=0 3100 48 3052 3032 3012 2983 2870 2846 2824 113 80 52 2798 2755 2678 77 50 2656 99 2557 2534 2514 2491 2466 51 73 2415 66 43
internal_count=3121 3100 48 3052 3032 3012 2983 2870 2846 2824 113 80 52 2798 2755 2678 77 50 2656 99 2557 2534 2514 2491 2466 51 73 2415 66 43
is_linear=0
shrinkage=0.1


Tree=6785
num_leaves=31
num_cat=0
split_feature=130 12 11 47 47 47 47 1453 51 393 10 33 43 10 34 39 9 12 1132 484 49 484 51 4 1375 151 12 484 148 1
split_gain=1.24129e-08 3.68366e-08 1.03871e-08 1.03619e-08 1.23861e-07 1.13323e-07 3.37916e-08 1.66171e-08 2.66043e-08 1.59182e-08 1.38793e-08 3.64358e-08 9.96473e-08 2.84386e-08 2.46141e-08 1.61501e-08 4.26507e-08 7.52452e-08 1.51022e-08 1.42494e-08 8.48723e-08 6.43487e-08 8.70781e-08 1.38204e-07 4.58724e-08 4.12435e-08 3.3182e-08 4.86946e-08 2.73499e-08 3.40445e-08
threshold=-0.23647499999999996 0.23631000000000002 -0.072629999999999986 0.094460000000000002 0.096770000000000009 0.091680000000000011 0.089785000000000018 -1.0000000180025095e-35 -0.41904999999999998 0.12679500000000002 -0.0093599999999999985 0.085305000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.057544999999999992 -1.0000000180025095e-35 0.082870000000000013 -1.0000000180025095e-35 0.048480000000000009 0.086135000000000017 0.11236 0.08764000000000001 -0.083899999999999988 -0.012889999999999999 -0.15308499999999997 -0.27559499999999998 0.083815000000000014 0.11803500000000001 -0.10069499999999999 0.089175000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 9 -6 -9 10 11 12 -4 -12 -15 -16 18 -18 19 24 21 -21 23 -23 -17 -26 -24 -28 -27 -30
right_child=1 -3 3 4 7 -7 -8 8 -10 -11 13 -13 -14 14 15 16 17 -19 -20 20 -22 22 26 -25 25 28 27 -29 29 -31
leaf_value=-2.483276390421452e-06 -2.2295345105692921e-06 4.0934100195758304e-06 -3.9226381855246959e-08 -7.7772806807016341e-06 2.7827259481227886e-06 7.2131302152394541e-06 -3.9888112694154103e-06 -3.6237156434383779e-06 7.8711804829545437e-08 2.5005556451035843e-06 -3.6098031821232078e-06 -1.7664165609638639e-06 8.3884193099947882e-06 3.1884070040177905e-06 1.9899644910718704e-06 -3.6517805009831743e-06 -7.6689074944624739e-06 7.1786102936406993e-07 2.6641726338181927e-06 4.3246660804778647e-06 6.338771633333333e-06 9.8714120705759943e-07 -1.5993028744016521e-06 -1.062808835058604e-05 3.9856787207099844e-06 3.5804066874334241e-06 4.3721423971395491e-06 -9.7236939629564242e-08 1.132973816009063e-07 -7.9038780589504987e-07
leaf_weight=20 21 22 47 22 20 22 21 21 256 26 22 29 20 24 39 36 20 23 21 31 24 21 51 20 25 20 38 68 1516 575
leaf_count=20 21 22 47 22 20 22 21 21 256 26 22 29 20 24 39 36 20 23 21 31 24 21 51 20 25 20 38 68 1516 575
internal_value=0 1.60185e-08 -1.31152e-08 2.10547e-09 -5.37284e-07 6.49259e-08 7.04569e-09 -9.875e-10 -2.01978e-07 3.81707e-08 1.41924e-08 1.19478e-06 2.47649e-06 -2.98388e-08 1.02301e-09 -2.9237e-08 -6.08757e-08 -3.18296e-06 -5.99031e-09 -2.91134e-08 6.81139e-07 8.81996e-08 -5.75086e-07 -4.67882e-06 -1.11845e-07 -5.21835e-08 4.96591e-07 1.50499e-06 -1.00003e-07 -1.35205e-07
internal_weight=0 3101 3079 3058 319 2739 2717 297 277 2696 2670 96 67 2574 2552 2528 2489 43 2446 2425 253 229 198 41 2172 2136 157 106 2111 2091
internal_count=3121 3101 3079 3058 319 2739 2717 297 277 2696 2670 96 67 2574 2552 2528 2489 43 2446 2425 253 229 198 41 2172 2136 157 106 2111 2091
is_linear=0
shrinkage=0.1


Tree=6786
num_leaves=31
num_cat=0
split_feature=448 447 148 132 132 1203 9 10 124 12 97 9 11 10 447 15 2 15 158 15 4 156 46 39 43 401 0 482 3 2
split_gain=1.07123e-08 2.94954e-08 1.46235e-08 1.10558e-08 5.37221e-08 2.24948e-08 1.18207e-08 2.92874e-08 3.80447e-08 2.28008e-08 1.43513e-08 1.94244e-08 3.89516e-08 2.55596e-08 1.31536e-08 1.25378e-08 1.00699e-07 8.81316e-08 3.47162e-08 2.82693e-08 2.44522e-08 4.78828e-08 4.67443e-08 3.30595e-08 5.20347e-08 4.09602e-08 4.15632e-08 2.26486e-08 2.1418e-08 2.95412e-08
threshold=0.068920000000000023 0.097325000000000009 -0.098399999999999974 -0.083174999999999985 -0.050879999999999988 0.088820000000000024 0.092410000000000006 0.053330000000000009 -1.0000000180025095e-35 -0.010834999999999999 -0.086244999999999988 -0.036024999999999995 -1.0000000180025095e-35 -0.012544999999999999 0.089635000000000006 -0.10203999999999998 -1.0000000180025095e-35 -0.10653 0.10654500000000001 -0.098289999999999975 0.51303500000000013 0.09747500000000002 0.083550000000000013 0.087470000000000006 -0.050459999999999998 0.078085000000000016 -0.083554999999999977 0.085875000000000021 0.13524500000000003 0.10467500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 10 -9 -8 -6 13 -13 -12 15 17 -17 18 20 -18 21 22 23 25 -25 26 28 -22 29 -14
right_child=-2 -3 3 4 6 -7 9 8 -10 -11 11 12 14 -15 -16 16 19 -19 -20 -21 27 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.3721423723635293e-06 -2.306910928382422e-06 3.7498897719550383e-06 -2.9532384140453625e-07 4.5019635315405275e-06 2.4682609858217575e-06 -3.3760595505959328e-06 4.1442917961376223e-06 3.1373209215720032e-07 -5.7804319521892471e-06 -3.8568372838199144e-07 1.8965946327187812e-07 4.4457502359307459e-06 2.3457303724112155e-07 -4.295466390165833e-06 2.0635093953329019e-06 -6.0607514610312924e-06 3.2523945422396467e-06 5.8161090911543685e-06 4.0384681710747831e-06 -6.4941657396790877e-08 -2.7814382300911585e-07 4.917690220054283e-06 -4.8055845024919111e-06 5.9951915110777136e-06 -8.8973673222253205e-07 4.008330448641573e-06 -4.3086410706954283e-06 -4.6005483496132504e-06 2.6887295659790932e-06 -3.0770341104534462e-06
leaf_weight=26 20 21 194 27 24 27 20 21 20 25 27 20 107 24 31 28 26 29 21 2143 27 20 20 23 21 20 28 22 23 36
leaf_count=26 20 21 194 27 24 27 20 21 20 25 27 20 107 24 31 28 26 29 21 2143 27 20 20 23 21 20 28 22 23 36
internal_value=0 1.4878e-08 -1.0588e-08 9.5169e-09 6.26583e-08 -6.71703e-07 1.99423e-08 -6.26068e-09 -2.65903e-06 1.62764e-06 3.37259e-08 1.20535e-08 4.93258e-08 -1.92099e-06 1.58292e-08 -8.64192e-09 -1.02098e-07 5.08543e-07 9.02839e-08 -2.51764e-08 -1.48655e-07 1.9174e-07 -1.48256e-07 2.12777e-07 2.7092e-06 -3.00507e-07 -7.44717e-07 -2.21882e-06 -1.43573e-07 -5.99118e-07
internal_weight=0 3101 3080 3054 2833 221 2806 2761 41 45 2720 2696 2645 51 2625 2594 2197 397 368 2169 347 298 278 258 44 214 194 49 166 143
internal_count=3121 3101 3080 3054 2833 221 2806 2761 41 45 2720 2696 2645 51 2625 2594 2197 397 368 2169 347 298 278 258 44 214 194 49 166 143
is_linear=0
shrinkage=0.1


Tree=6787
num_leaves=31
num_cat=0
split_feature=11 130 2 46 44 47 0 15 47 9 97 13 47 1428 3 34 48 1420 157 10 9 8 11 12 156 132 1203 1185 1 154
split_gain=1.13792e-08 1.042e-08 3.29436e-08 1.08591e-08 3.13254e-08 1.38649e-08 1.01174e-07 3.11532e-07 1.10146e-07 3.94404e-08 1.5602e-07 4.13653e-08 3.13532e-08 2.0284e-08 1.79335e-08 1.74547e-08 1.73498e-08 1.71437e-08 3.53523e-08 1.66308e-08 2.18484e-08 5.1068e-08 1.60356e-08 1.14681e-07 3.24927e-08 1.51408e-08 3.24479e-07 1.47912e-07 4.97971e-08 1.45545e-08
threshold=-0.072629999999999986 -0.23647499999999996 0.31765000000000004 0.084955000000000017 0.10049500000000001 0.092165000000000011 -0.10224499999999999 -0.11033999999999998 0.09550500000000002 -0.013509999999999999 -0.079444999999999988 -0.013304999999999999 0.089785000000000018 -0.020064999999999996 -0.034684999999999994 -0.057544999999999992 0.10061000000000002 0.056520000000000008 0.39282000000000006 -0.0093599999999999985 0.082870000000000013 0.089885000000000007 0.090070000000000025 0.10149500000000002 0.12794000000000003 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.088135000000000005 0.084190000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 9 7 16 -8 10 11 -3 13 -11 -10 -15 -7 18 19 -17 22 -22 24 -24 25 26 28 -27 -21 -29
right_child=1 2 -4 4 -6 6 8 -9 14 12 -12 -13 -14 15 -16 17 -18 -19 -20 20 21 -23 23 -25 -26 27 -28 29 -30 -31
leaf_value=-2.3199558563917546e-06 -2.2594502996753363e-06 -3.7767407419501661e-06 3.8863214182459741e-06 4.5029699481347051e-06 -7.6114941298153733e-07 -2.1330779955777953e-06 7.1280745900863126e-06 -1.4180450267802023e-05 9.7964829317386361e-08 -2.2433828561565279e-06 9.6109274983020801e-06 1.9943392468727933e-06 -3.8593510658929952e-06 2.6322971245043356e-06 -2.4130534858854581e-06 2.1823297564489103e-06 1.450684793391182e-06 -2.8881572490035982e-06 4.2388066452758721e-06 1.355613230132781e-07 -5.651959572167636e-06 1.0182038219378834e-06 7.6442090858108717e-06 -2.1988585542893469e-06 -3.9249806723957938e-06 -8.6080226719786892e-06 1.2923612085273816e-05 5.7469030539117803e-08 -4.8801867365000362e-06 -2.5881032391745458e-06
leaf_weight=21 20 23 22 20 26 22 22 21 174 39 21 27 21 26 34 35 35 20 20 142 22 24 20 29 21 20 20 2130 23 21
leaf_count=21 20 23 22 20 26 22 22 21 174 39 21 27 21 26 34 35 35 20 20 142 22 24 20 29 21 20 20 2130 23 21
internal_value=0 1.57181e-08 3.04919e-08 2.75216e-09 1.5276e-06 -2.05357e-08 -6.56245e-07 -3.7685e-06 3.99216e-07 5.1875e-08 2.37763e-06 -6.60358e-07 -1.08399e-08 2.01014e-08 -3.1249e-07 5.44099e-08 6.74781e-08 2.80946e-08 5.11754e-08 1.77679e-08 -1.28792e-08 -2.17187e-06 2.8058e-08 1.81872e-06 -8.85508e-09 2.6051e-08 8.94474e-07 -4.7951e-08 -5.63604e-07 3.16406e-08
internal_weight=0 3100 3080 3058 46 3012 308 78 230 2704 71 50 2633 2612 208 2573 57 2547 2527 2507 2472 46 2426 49 2377 2356 185 2171 165 2151
internal_count=3121 3100 3080 3058 46 3012 308 78 230 2704 71 50 2633 2612 208 2573 57 2547 2527 2507 2472 46 2426 49 2377 2356 185 2171 165 2151
is_linear=0
shrinkage=0.1


Tree=6788
num_leaves=31
num_cat=0
split_feature=142 11 34 13 34 1 9 13 2 16 147 150 49 147 147 40 15 15 123 123 4 376 132 1186 132 1203 42 400 399 2
split_gain=9.95186e-09 2.9472e-08 1.65014e-08 4.10947e-08 2.01729e-08 6.61554e-08 2.75996e-08 5.88312e-08 3.14559e-08 1.19294e-07 1.72003e-08 1.47836e-08 6.8957e-08 3.6777e-08 1.79592e-08 1.07133e-08 1.89039e-08 2.0073e-08 1.67943e-08 1.42901e-08 2.15099e-08 1.29546e-08 1.26959e-08 2.78245e-07 1.51853e-07 3.13093e-08 1.4345e-08 1.75893e-08 2.07934e-08 2.50733e-08
threshold=-0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.11146500000000002 0.091600000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.056919999999999991 0.099230000000000013 0.12640500000000002 -0.045154999999999994 0.092070000000000013 0.089995000000000019 -0.24134999999999998 -0.5556049999999999 -0.46471999999999997 0.11679000000000002 0.09499500000000001 0.50500500000000004 -0.083489999999999981 -0.083284999999999984 1.0000000180025095e-35 -0.069704999999999989 0.085960000000000023 -0.074124999999999983 0.10782000000000001 0.087805000000000008 0.089320000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 8 -8 9 -6 11 13 -13 14 15 -10 -17 -18 19 20 21 -19 23 25 -24 26 -23 28 29 -28
right_child=1 2 4 -5 6 -7 7 -9 10 -11 -12 12 -14 -15 -16 16 17 18 -20 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=2.0284810901216589e-06 -3.662799245644651e-06 1.485672272462001e-06 6.4873666292442071e-06 -4.2458225630855002e-06 -2.2374240652804174e-06 -9.3755678487165531e-07 9.4109680444291938e-07 -6.4747257101771539e-06 -2.2062993180456532e-06 7.9572091255964888e-06 2.2724355537982114e-06 1.8946401661642436e-06 -5.4609511953458427e-06 3.5496195009884484e-06 -3.0158689773429617e-06 2.7465178563943483e-06 -2.2981264503653766e-06 -2.4322194442240953e-06 2.4978876421368184e-06 -2.1432309911380155e-06 2.5533791541199733e-06 1.792499260773184e-06 -8.7355057513605064e-06 1.1651126308043744e-05 1.5206194139619574e-08 -3.7392264193141064e-06 -2.5313595200271734e-06 -3.0612320022721016e-06 2.6857894899085691e-06 1.3957962735354347e-06
leaf_weight=24 22 22 20 29 24 30 23 20 22 22 33 26 25 29 20 25 38 22 27 31 33 35 20 21 2341 26 37 22 23 29
leaf_count=24 22 22 20 29 24 30 23 20 22 22 33 26 25 29 20 25 38 22 27 31 33 35 20 21 2341 26 37 22 23 29
internal_value=0 -1.57156e-08 1.03773e-08 -1.77341e-06 4.04611e-08 2.03241e-06 6.97165e-09 -2.50812e-06 4.387e-08 2.63827e-06 2.50348e-09 -2.37615e-08 -1.71104e-06 6.96012e-09 -3.01023e-08 -8.40345e-09 9.30853e-09 -1.59891e-08 1.65272e-08 -8.85031e-09 1.65103e-08 -1.59884e-08 4.82485e-09 7.84638e-07 -5.8921e-08 -5.42085e-07 2.72693e-08 -5.29335e-07 9.65275e-08 -8.05791e-07
internal_weight=0 3097 3075 51 3024 50 2974 43 2931 46 2885 2852 51 2801 2772 2752 2730 2705 2667 2640 2609 2576 2554 193 2361 172 146 111 89 66
internal_count=3121 3097 3075 51 3024 50 2974 43 2931 46 2885 2852 51 2801 2772 2752 2730 2705 2667 2640 2609 2576 2554 193 2361 172 146 111 89 66
is_linear=0
shrinkage=0.1


Tree=6789
num_leaves=31
num_cat=0
split_feature=132 1185 1186 399 130 9 10 2 12 2 33 34 9 15 1 1 2 15 43 133 15 16 15 4 15 15 48 13 15 42
split_gain=1.1437e-08 7.17687e-08 3.30646e-08 1.78765e-08 3.54178e-08 1.07015e-08 2.47024e-08 3.80801e-08 1.69634e-08 1.52283e-08 2.12211e-08 2.24984e-08 1.33484e-08 1.13943e-08 9.04602e-08 7.53889e-07 3.63494e-07 5.79247e-08 1.94175e-07 3.89758e-08 3.77051e-08 1.14205e-07 5.15041e-08 8.54501e-08 3.34733e-08 3.12524e-08 1.52756e-07 6.44136e-08 4.52226e-08 6.33107e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.091895000000000018 0.096010000000000012 0.092410000000000006 0.053330000000000009 -0.15339499999999998 -0.010834999999999999 -0.090999999999999984 0.085305000000000006 -0.084769999999999984 -0.074254999999999988 -0.10203999999999998 0.092695000000000013 0.097290000000000015 0.083715000000000026 -0.096999999999999989 -0.0095349999999999983 -0.078539999999999985 -0.094549999999999981 -0.095094999999999985 -0.092489999999999989 -0.0052149999999999992 -0.091604999999999978 -0.088749999999999982 0.08975000000000001 -0.07743499999999999 -0.086849999999999997 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 9 -8 -7 -3 11 -11 -13 14 16 -16 -14 18 -15 -17 21 -19 23 -22 -24 26 27 -26 29 -27
right_child=1 5 -4 4 -6 8 7 -9 -10 10 -12 12 13 17 15 19 -18 20 -20 -21 22 -23 24 -25 25 28 -28 -29 -30 -31
leaf_value=2.1647009255561459e-07 5.8777513794709764e-06 2.3842933353956108e-06 -4.4674233127547526e-06 -4.8032157519072452e-06 7.463861018787493e-07 3.6241327745214913e-06 6.7122607561032055e-07 -5.4257796726969469e-06 -1.3568073466022465e-07 3.2843544713181299e-06 -2.9628012697457965e-06 -2.2138288487541205e-06 -1.3960323832407086e-05 2.6997349086741452e-06 1.9830566244698796e-05 -4.0667230558981487e-06 4.3294907093149482e-07 8.1901155984572451e-06 -9.8929841252963047e-06 4.5167183604429999e-07 9.6318194489588037e-07 -2.2389890632655896e-06 3.3439824081445599e-06 -7.0688537448404533e-06 -1.7982499330441096e-06 7.1999120185258411e-06 -9.0348270553229007e-06 5.3538101360572914e-06 -2.4362660276097889e-08 2.1645219188779746e-07
leaf_weight=155 21 27 21 23 23 21 20 21 28 21 24 27 20 25 21 21 143 21 24 210 26 21 30 27 34 21 22 20 1969 34
leaf_count=155 21 27 21 23 23 21 20 21 28 21 24 27 20 25 21 21 143 21 24 210 26 21 30 27 34 21 22 20 1969 34
internal_value=0 5.29779e-08 -6.91757e-07 -2.97285e-07 -2.02841e-06 1.04761e-08 -1.49019e-08 -2.45163e-06 1.47567e-06 2.09323e-08 -2.17914e-09 2.37817e-08 -1.42888e-09 2.07856e-08 5.02643e-07 1.69005e-06 -1.3331e-06 -6.71524e-08 -3.46813e-06 4.09087e-08 7.74551e-09 2.97556e-06 -4.9354e-08 -3.12861e-06 2.72659e-08 -2.01157e-08 -2.01093e-06 8.50661e-07 5.46381e-08 2.88286e-06
internal_weight=0 2899 222 201 46 2878 2829 41 49 2788 2761 2737 2716 2689 415 252 163 2274 49 231 2225 42 2183 53 2130 2100 76 54 2024 55
internal_count=3121 2899 222 201 46 2878 2829 41 49 2788 2761 2737 2716 2689 415 252 163 2274 49 231 2225 42 2183 53 2130 2100 76 54 2024 55
is_linear=0
shrinkage=0.1


Tree=6790
num_leaves=31
num_cat=0
split_feature=150 147 142 11 448 147 0 0 1210 2 1186 132 43 1204 132 393 12 13 13 15 42 12 484 1210 484 2 481 15 475 1375
split_gain=1.09051e-08 1.49611e-08 2.87501e-08 2.33366e-08 1.43417e-08 3.66546e-08 1.31411e-08 1.40001e-07 1.22081e-07 4.44752e-08 3.22448e-08 5.33214e-08 4.88843e-07 2.82033e-07 6.60587e-08 3.87317e-08 3.41588e-08 2.80352e-08 7.38134e-08 1.63733e-07 9.29475e-08 6.27013e-08 9.88993e-08 4.72856e-08 4.55835e-08 1.9408e-07 1.49896e-07 4.99557e-08 4.73043e-08 9.67862e-08
threshold=0.14635000000000001 0.11204500000000002 -0.057499999999999989 -0.014494999999999999 0.030280000000000001 0.093615000000000018 -0.083804999999999977 -0.084044999999999995 -0.41266499999999995 -0.045829999999999989 -0.089559999999999987 -0.083284999999999984 -0.011694999999999999 -0.082199999999999981 -0.1075 0.10585500000000002 0.11418000000000002 -0.089109999999999981 -0.08645499999999999 0.085315000000000016 0.083995000000000014 0.085565000000000016 -0.081614999999999979 -0.076234999999999983 -0.081614999999999979 0.084145000000000011 -0.085629999999999984 -0.086849999999999997 -0.086279999999999982 -0.15308499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 9 -8 -5 -10 12 -12 -13 16 -15 -14 23 19 20 -19 22 -22 -11 25 -20 -26 -27 -28 -30
right_child=-2 -3 3 4 -6 -7 8 -9 10 17 11 13 14 15 -16 -17 -18 18 24 -21 21 -23 -24 -25 26 27 28 -29 29 -31
leaf_value=3.7822424783939827e-06 2.3275787464172028e-06 -2.6751014956971632e-06 -3.2667666532275192e-06 -3.5306180623936944e-06 -2.4329282837243227e-06 3.1930979915273386e-06 7.7558974572595979e-06 -7.9761612299910716e-06 -3.6366076311305336e-06 -5.5075561681405819e-06 1.5193608200176997e-05 -1.0344429020392455e-05 2.1023322858582107e-06 1.0069553740422263e-07 -5.9908165874069464e-06 4.3301930893655729e-06 -2.9591983491172872e-06 5.4652557196277488e-06 -9.4887728174888681e-06 1.031704637584467e-05 2.1637112145829937e-06 3.2860440041986296e-06 -6.2729652365140452e-06 -5.0042493719357831e-07 8.1066584026184106e-06 4.5147362055539139e-06 -3.8506038059438202e-06 -1.4200242749457421e-06 5.7385421545687085e-06 -1.5748765751101645e-07
leaf_weight=20 20 21 22 37 24 36 21 23 23 20 23 26 40 1367 22 22 20 32 26 22 24 25 33 331 23 23 32 37 29 697
leaf_count=20 20 21 22 37 24 36 21 23 23 20 23 26 40 1367 22 22 20 32 26 22 24 25 33 331 23 23 32 37 29 697
internal_value=0 -1.50119e-08 3.12503e-09 -2.15751e-08 1.92532e-09 2.13137e-08 -1.70289e-08 -2.37955e-07 1.82709e-07 -1.10005e-07 7.96385e-08 1.35871e-07 2.31014e-06 -2.547e-08 -1.30352e-06 1.67685e-07 4.15155e-07 -1.65315e-08 2.5265e-07 2.41864e-06 8.9439e-07 -8.89362e-07 -2.72068e-06 -7.85732e-07 -8.71135e-08 -2.27221e-06 1.53499e-07 8.54967e-07 -8.78239e-08 7.80287e-08
internal_weight=0 3101 3080 3060 3038 3014 2978 1414 1564 1391 1543 1520 105 1415 82 1389 60 1354 1003 136 114 82 57 351 867 86 781 60 758 726
internal_count=3121 3101 3080 3060 3038 3014 2978 1414 1564 1391 1543 1520 105 1415 82 1389 60 1354 1003 136 114 82 57 351 867 86 781 60 758 726
is_linear=0
shrinkage=0.1


Tree=6791
num_leaves=31
num_cat=0
split_feature=132 132 1203 40 130 12 0 483 158 483 52 484 0 1453 157 1420 472 1447 12 480 1447 1446 479 158 158 481 157 157 157 3
split_gain=1.22294e-08 6.22584e-08 3.57983e-08 1.00777e-08 2.7781e-08 1.89165e-08 3.65435e-08 1.11533e-08 2.06208e-08 5.31007e-08 3.66483e-08 1.38367e-08 2.67685e-08 1.61261e-08 1.63611e-08 1.43125e-08 3.08449e-08 1.77885e-08 1.00072e-07 1.13589e-07 5.21585e-08 8.05672e-08 6.53322e-08 2.57907e-08 2.48896e-08 2.42e-08 2.25669e-08 4.79627e-08 6.49977e-08 4.1398e-08
threshold=-0.083174999999999985 -0.050879999999999988 0.088820000000000024 -0.24620999999999996 -0.22699999999999995 0.13043000000000002 -0.040504999999999992 -0.47181499999999993 0.11245500000000001 -0.096724999999999992 -0.061194999999999992 -0.23687999999999995 -0.087414999999999979 -0.13306499999999996 -0.52541999999999989 -0.083279999999999979 -0.081684999999999994 -0.085684999999999997 0.083985000000000018 0.08610000000000001 -0.082824999999999982 0.086195000000000008 0.10713500000000002 0.107145 0.099230000000000013 -0.13392999999999997 -0.087624999999999981 -0.086284999999999987 -0.083699999999999983 -0.082234999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 7 -7 -6 11 -10 -11 12 -9 -13 -15 16 -16 18 -17 -20 21 -19 23 24 25 -22 29 -28 -29 -27
right_child=1 3 -4 4 5 6 -8 8 9 10 -12 13 -14 14 15 17 -18 20 19 -21 22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-2.3289436881830477e-07 4.8343111298318377e-06 2.2467542467552451e-06 -4.0578630984912583e-06 -3.5456563595785569e-06 1.9738399219347359e-06 5.1137906792421623e-06 -4.9485350053566015e-07 -3.8175127376514588e-07 -5.7976652525129879e-06 3.1807671296684769e-06 -2.0572864323586309e-06 -2.8442036409614958e-06 4.4844398598797857e-06 -2.5927326968637015e-06 1.1516738043480604e-06 5.7675763480179908e-06 -4.001135829849563e-06 -8.1003675202850913e-06 3.8311553363915406e-06 -4.661180618844204e-06 -3.1250745683072036e-06 2.7359921104006292e-07 5.2652784156966469e-06 3.0944897002040376e-06 -2.2440003704105038e-06 3.8634660271316874e-06 -3.8402758121947043e-06 4.6057456734894417e-06 -6.6303774116923725e-09 -4.0877130137081015e-07
leaf_weight=194 27 20 28 22 28 21 26 26 22 22 34 20 20 24 21 34 26 20 28 36 24 27 24 27 49 43 32 31 2117 48
leaf_count=194 27 20 28 22 28 21 26 26 22 22 34 20 20 24 21 34 26 20 28 36 24 27 24 27 49 43 32 31 2117 48
internal_value=0 5.47795e-08 -7.15323e-07 9.84661e-09 -5.83998e-09 2.1678e-08 2.01114e-06 -1.19204e-08 -3.21024e-08 -1.63487e-06 5.20324e-10 1.45975e-08 1.73398e-06 -1.5464e-08 6.20383e-09 3.03146e-08 -1.69882e-06 6.23103e-08 1.38334e-06 -9.45784e-07 9.29595e-09 -3.28979e-06 7.4038e-08 2.14906e-08 -1.39066e-08 3.37076e-08 6.70897e-08 2.68476e-09 5.99356e-08 1.60998e-06
internal_weight=0 2899 222 2872 2852 2830 47 2783 2755 78 56 2677 46 2631 2611 2587 47 2540 98 64 2442 47 2395 2371 2344 2295 2271 2180 2148 91
internal_count=3121 2899 222 2872 2852 2830 47 2783 2755 78 56 2677 46 2631 2611 2587 47 2540 98 64 2442 47 2395 2371 2344 2295 2271 2180 2148 91
is_linear=0
shrinkage=0.1


Tree=6792
num_leaves=31
num_cat=0
split_feature=130 2 11 33 9 11 2 150 16 147 1348 150 447 150 12 1426 1426 13 51 3 15 457 457 457 1375 13 2 52 12 42
split_gain=1.00538e-08 1.68014e-08 1.18946e-08 1.77971e-08 1.54492e-08 1.80879e-08 1.15833e-08 1.02377e-08 4.79967e-08 3.39614e-08 2.96913e-08 1.61237e-08 2.12732e-08 1.77957e-08 1.07157e-07 1.42781e-08 1.98523e-08 1.25058e-08 8.73001e-08 2.77845e-08 2.25128e-08 1.84205e-08 9.30965e-08 3.79528e-08 3.44349e-08 2.69263e-08 3.35484e-08 4.99698e-08 4.66168e-08 2.9435e-08
threshold=-0.23123999999999997 0.31358000000000003 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 0.077695000000000014 -0.045829999999999989 0.12765500000000005 -0.071854999999999988 0.097985000000000017 0.088590000000000016 0.12026500000000001 0.089395000000000016 0.10801000000000001 0.083715000000000026 -0.094284999999999994 -0.068029999999999993 -0.17933499999999997 0.081440000000000026 0.31370500000000007 -0.015744999999999999 -0.081674999999999984 -0.067164999999999989 -0.0056599999999999992 -1.0000000180025095e-35 -0.011914999999999999 0.086330000000000004 -0.014264999999999998 0.085110000000000005 0.085505000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5 9 -9 10 11 12 13 15 -15 -8 -17 18 19 20 -18 25 -23 -24 -25 26 29 28 -28 -19
right_child=1 -3 3 4 5 -7 7 8 -10 -11 -12 -13 -14 14 -16 16 17 21 -20 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=2.083025589419539e-06 2.1373728504141373e-06 -2.3705079396070991e-06 -2.5666139090726912e-06 -1.8025417186922572e-06 3.014043059263511e-06 -5.7604790595548927e-07 2.4802190815218799e-06 4.8275524141385887e-06 -1.2016183430410644e-06 -3.1193819625384226e-06 3.854191168102261e-06 -2.7730366079075406e-06 -2.9561027171591075e-06 7.1474218740067135e-06 -2.1077426724551861e-06 -2.7199097210939275e-06 -3.2600239290303535e-07 -5.2982085187316198e-06 -5.1152721258378938e-06 -1.4007882760072985e-06 4.0053577337554692e-06 6.3164031416818036e-06 -4.1755525011294163e-06 3.6452609593753652e-06 5.3350304213703205e-08 -4.2580559341910309e-06 5.4334317421681332e-06 -2.1289713364088434e-06 -8.877464460965712e-07 2.4576900159445362e-09
leaf_weight=23 26 30 27 36 36 23 23 23 31 35 20 21 24 22 29 27 20 22 36 35 30 24 21 27 2324 22 28 36 20 20
leaf_count=23 26 30 27 36 36 23 23 23 31 35 20 21 24 22 29 27 20 22 36 35 30 24 21 27 2324 22 28 36 20 20
internal_value=0 -1.54662e-08 7.56229e-09 -1.06412e-08 1.22481e-08 1.61452e-06 -1.97322e-08 2.24761e-09 1.36636e-06 -2.34545e-08 1.48209e-08 -1.24959e-08 8.28237e-09 3.40037e-08 1.88468e-06 -7.60395e-10 -2.19575e-08 5.37638e-09 -9.87907e-07 7.60154e-07 2.27281e-06 5.26198e-08 1.19497e-07 5.67966e-08 9.46015e-08 -1.03007e-06 -4.66454e-07 6.87359e-07 2.79961e-06 -2.77408e-06
internal_weight=0 3098 3068 3042 3015 59 2956 2920 54 2866 2831 2811 2790 2766 51 2715 2692 2665 121 85 50 2544 2396 2372 2351 148 126 84 48 42
internal_count=3121 3098 3068 3042 3015 59 2956 2920 54 2866 2831 2811 2790 2766 51 2715 2692 2665 121 85 50 2544 2396 2372 2351 148 126 84 48 42
is_linear=0
shrinkage=0.1


Tree=6793
num_leaves=31
num_cat=0
split_feature=33 34 132 1185 1203 156 474 46 453 148 447 148 1348 447 48 12 10 150 49 3 43 15 42 3 2 42 49 1456 133 15
split_gain=1.05391e-08 1.23195e-08 1.00609e-08 5.75693e-08 2.87481e-08 9.85526e-09 1.76054e-08 9.67855e-09 1.80844e-08 9.89799e-09 2.41055e-08 1.6717e-08 1.33893e-08 1.38198e-08 1.26968e-08 4.69614e-08 3.94408e-08 1.58944e-08 1.35183e-08 5.24802e-08 1.6861e-07 9.41021e-08 7.67261e-08 1.59072e-07 1.43965e-07 4.186e-08 2.33278e-08 2.49913e-08 1.9411e-08 7.0728e-08
threshold=-0.0066799999999999993 -0.112215 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.3248100000000001 0.11902500000000001 0.10987500000000001 0.10071000000000001 -0.10069499999999999 0.094580000000000011 -0.084924999999999987 0.087660000000000016 0.086765000000000023 -0.032929999999999994 0.084655000000000022 0.11294000000000003 -0.11226499999999999 0.10490500000000001 -0.087429999999999994 -0.095049999999999982 -0.024814999999999997 0.083715000000000026 0.099930000000000005 0.090425000000000019 0.09796500000000001 0.10269000000000002 0.10959500000000001 0.0033250000000000003 0.11842000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 7 8 9 -5 11 -11 13 14 15 -13 17 -16 26 20 -20 22 23 -21 -24 -26 27 28 -19 -30
right_child=1 2 3 5 -6 -7 -8 -9 -10 10 -12 12 -14 -15 16 -17 -18 18 19 21 -22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=1.7509946674716263e-06 -2.3772193613198897e-06 -2.1839292257608738e-07 5.2647331315148188e-06 1.7310753643566085e-06 -3.6460810373942619e-06 -2.0520924183726848e-06 2.8441178838792522e-06 2.1427585720413756e-06 -3.0083184753948447e-06 2.8989404245294282e-06 -2.9843456702480953e-06 5.3404070428086929e-07 -2.5806740120515317e-06 2.3106238759195414e-06 2.5537591075893338e-06 -5.4006904815651077e-06 4.4508245036922752e-06 -1.8061722885777599e-07 -3.4706686474237362e-06 -7.9462424951891407e-06 8.5328541228012579e-06 -8.0697806333773775e-06 8.1110552855534476e-06 2.821666035525477e-06 -3.3868470132191711e-06 1.7628588706328528e-06 3.2071660573661655e-06 -2.6844407142668977e-06 2.0648723922541096e-07 4.2399337913771568e-06
leaf_weight=34 22 194 21 33 28 23 22 21 20 20 27 40 20 26 24 20 20 1400 25 34 22 20 22 23 38 27 23 34 792 46
leaf_count=34 22 194 21 33 28 23 22 21 20 20 27 40 20 26 24 20 20 1400 25 34 22 20 22 23 38 27 23 34 792 46
internal_value=0 -1.92803e-08 -2.35547e-09 4.82726e-08 -6.50714e-07 9.45414e-09 2.63943e-08 4.0717e-09 -1.22245e-08 9.67674e-09 -1.13392e-08 1.86575e-08 -3.03141e-09 1.65258e-08 -6.32726e-09 -1.4442e-06 2.75051e-08 -7.46184e-09 -3.19907e-08 -7.97977e-07 2.148e-06 -1.64225e-06 -7.4954e-07 -3.6013e-06 1.11885e-06 -1.24774e-06 3.84334e-08 6.35552e-09 4.72345e-08 4.27894e-07
internal_weight=0 3087 3065 2843 222 2822 2799 2777 2756 2736 2703 2676 2656 2636 2610 60 2550 2530 2506 211 47 164 144 57 87 65 2295 2272 2238 838
internal_count=3121 3087 3065 2843 222 2822 2799 2777 2756 2736 2703 2676 2656 2636 2610 60 2550 2530 2506 211 47 164 144 57 87 65 2295 2272 2238 838
is_linear=0
shrinkage=0.1


Tree=6794
num_leaves=31
num_cat=0
split_feature=52 132 399 1204 393 132 52 403 1209 160 1212 1212 402 1447 481 402 3 402 12 3 1209 403 0 0 13 12 12 42 4 401
split_gain=8.9664e-09 3.4967e-08 3.37619e-07 2.13916e-07 3.92458e-08 3.81798e-08 3.49184e-08 3.20548e-08 3.76541e-08 3.20403e-08 3.1839e-08 1.37361e-07 1.12568e-07 3.12256e-08 1.33832e-07 8.68487e-08 1.88127e-07 4.51942e-08 1.74154e-07 2.50692e-08 4.02629e-08 5.72169e-08 2.95087e-08 4.79229e-08 3.07162e-08 2.47909e-08 2.43059e-08 5.65611e-08 5.22721e-08 3.8662e-08
threshold=0.0031350000000000002 -0.083284999999999984 0.091580000000000009 -0.082199999999999981 0.10585500000000002 -0.1075 0.008405000000000001 -0.54856499999999986 0.10521000000000001 0.3961050000000001 -0.089544999999999986 -0.040879999999999993 0.13294000000000003 -0.086279999999999982 -0.086219999999999977 0.10874500000000002 -0.082284999999999983 0.094750000000000015 0.088485000000000022 -0.16726499999999997 -0.084519999999999984 -0.012799999999999999 0.12500000000000003 0.041630000000000007 -0.17933499999999997 0.090695000000000012 0.10742000000000002 0.12074000000000001 -0.049534999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 10 -1 -2 -8 9 19 12 -12 25 14 -13 17 -17 -15 -19 -9 21 -21 23 24 -22 -5 27 29 -28 -26
right_child=6 3 -4 4 -6 -7 7 8 -10 -11 11 13 -14 15 -16 16 -18 18 -20 20 22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=6.7346171005868075e-07 -3.5824436137469703e-06 -1.0247083714602923e-05 1.1962975580445345e-05 1.7939340455086497e-06 4.5573306306323507e-06 -4.0676516839470644e-06 -4.0968363327920092e-06 2.6204916609155287e-06 3.4989504519185647e-06 3.3896377253768154e-06 -7.4885552635350908e-06 -8.7392970942801182e-06 8.4927880817531331e-06 1.6757903134206142e-07 1.5151454483332471e-06 1.0943231230790527e-05 -1.472523609453884e-06 -9.556419080408454e-06 3.4822840115111829e-06 -7.2115876901079905e-06 -3.0294178041382722e-06 2.6200242419214365e-07 3.0137281204442196e-06 -4.4335334307645636e-06 -3.5416072608995818e-06 -3.1851109201852521e-06 -5.0241021532807893e-06 5.3644596619051302e-06 1.3289297820001754e-07 1.1464627733571869e-07
leaf_weight=35 30 20 25 20 20 33 20 30 29 25 24 20 20 1552 35 23 26 21 20 20 36 21 28 27 30 20 30 20 57 804
leaf_count=35 30 20 25 20 20 33 20 30 29 25 24 20 20 1552 35 23 26 21 20 20 36 21 28 27 30 20 30 20 57 804
internal_value=0 1.34598e-07 2.02595e-06 3.80056e-08 1.52221e-07 -1.62737e-06 -2.13443e-07 -1.27572e-07 -5.89595e-08 -1.50431e-07 1.02753e-07 2.38065e-08 2.3672e-06 1.30051e-07 -2.21374e-06 2.08558e-07 4.35528e-06 8.10066e-08 -3.19608e-06 -2.30668e-07 -3.10383e-07 -3.38365e-06 -1.88286e-07 -2.77586e-07 -1.62733e-07 -6.95588e-07 -5.30623e-08 1.09153e-07 -1.64538e-06 -1.68736e-08
internal_weight=0 1914 93 1821 1801 68 1207 1177 1157 1128 1781 1721 60 1697 55 1642 49 1593 41 1103 1073 41 1032 1004 977 40 941 854 87 834
internal_count=3121 1914 93 1821 1801 68 1207 1177 1157 1128 1781 1721 60 1697 55 1642 49 1593 41 1103 1073 41 1032 1004 977 40 941 854 87 834
is_linear=0
shrinkage=0.1


Tree=6795
num_leaves=31
num_cat=0
split_feature=132 399 1203 1204 132 130 4 33 9 8 47 9 47 47 1453 131 51 51 1 157 472 472 52 52 159 52 2 52 43 43
split_gain=1.1067e-08 5.30164e-08 3.49736e-08 1.35155e-08 1.83764e-08 9.58112e-09 1.78163e-08 1.2e-08 1.01662e-08 2.26817e-08 1.23945e-08 2.32034e-07 1.05427e-07 3.14184e-08 1.26654e-08 2.09938e-08 1.24149e-08 3.87368e-08 4.96415e-08 2.30264e-08 1.86912e-08 1.98518e-08 1.97701e-08 5.00058e-08 3.05602e-08 1.77227e-08 2.42407e-07 3.36657e-08 1.76784e-08 8.37968e-08
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 -0.082884999999999986 -0.019049999999999997 -0.22699999999999995 0.63113500000000011 -0.044254999999999996 0.091600000000000015 0.097795000000000007 0.094160000000000008 0.084755000000000011 0.096850000000000006 0.091210000000000013 -1.0000000180025095e-35 0.095715000000000008 0.11444000000000001 0.123935 0.10439500000000002 -0.41966499999999995 -0.38234499999999999 -0.087559999999999985 0.55608500000000005 0.5140450000000002 -0.4205299999999999 0.40411000000000002 0.092875000000000013 0.2800700000000001 -0.0017249999999999998 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 -6 7 -7 10 -10 11 13 -12 16 -14 -16 20 -18 19 -19 -9 -22 23 24 -23 27 -27 28 29 -26
right_child=1 -3 -4 4 5 6 -8 8 9 -11 12 -13 14 -15 15 -17 17 18 -20 -21 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-2.8410199912711361e-07 1.9010387920905095e-06 3.7620386916091179e-06 -4.6739971230636006e-06 -3.0431255987650728e-06 -2.0798474453313661e-06 2.372557749671008e-06 2.6728065067800345e-06 -3.1191117258799753e-06 -3.6942234897730447e-06 9.1039023317307523e-07 7.2699369494247639e-06 -1.0299820442841421e-05 2.4882423309691152e-06 3.7788248019668659e-06 2.5883774805195228e-07 -2.3245137993866152e-06 3.6712002374647331e-06 4.2592176009748071e-06 -3.3056215484479754e-06 2.7702757054028998e-07 2.9406791926786275e-06 -2.9054984075197642e-06 -2.6277470220748002e-06 4.4035273385816255e-06 2.9524816541194095e-08 -5.3704018930809326e-06 9.6501414494317344e-06 -3.5939106308231003e-06 -4.4716988889781243e-07 4.5175982690611712e-06
leaf_weight=196 37 38 20 20 22 21 25 20 23 20 22 22 20 22 210 37 37 20 33 53 22 38 30 25 1279 22 21 27 696 43
leaf_count=196 37 38 20 20 22 21 25 20 23 20 22 22 20 22 210 37 37 20 33 53 22 38 30 25 1279 22 21 27 696 43
internal_value=0 5.13543e-08 -6.90574e-07 2.17189e-09 -2.26543e-08 -1.15627e-09 1.52466e-08 -8.79936e-09 -2.70373e-08 -1.55254e-06 -2.73324e-09 -7.69417e-08 6.16098e-07 1.7239e-08 6.78418e-08 -1.28142e-07 -1.77377e-08 8.85425e-07 -8.69688e-08 1.36804e-06 -7.58359e-08 -4.82074e-08 -7.83567e-08 -4.28003e-08 -9.50855e-08 -4.39381e-08 1.96521e-06 -8.61843e-08 -3.92524e-08 1.75506e-07
internal_weight=0 2905 216 2867 2830 2810 2788 2763 2742 43 2699 2410 289 2388 267 247 2366 143 106 73 2223 2203 2181 2151 2126 2088 43 2045 2018 1322
internal_count=3121 2905 216 2867 2830 2810 2788 2763 2742 43 2699 2410 289 2388 267 247 2366 143 106 73 2223 2203 2181 2151 2126 2088 43 2045 2018 1322
is_linear=0
shrinkage=0.1


Tree=6796
num_leaves=31
num_cat=0
split_feature=47 47 47 1 120 2 39 33 2 48 52 2 4 3 2 2 2 15 3 475 0 16 1428 12 16 2 2 14 4 15
split_gain=1.04858e-08 8.80414e-08 3.98485e-08 1.75481e-08 3.94564e-08 2.5995e-08 1.78459e-08 1.63023e-08 1.41742e-08 3.12559e-08 3.50904e-08 3.42439e-08 3.3641e-08 3.95312e-08 3.00891e-08 1.02256e-07 5.23164e-08 4.35001e-08 7.76653e-08 3.79455e-08 6.91167e-08 1.0696e-07 5.56326e-08 5.21593e-08 2.95669e-08 2.0292e-08 5.89127e-08 5.20363e-08 4.97937e-08 5.99544e-08
threshold=0.092165000000000011 0.096475000000000019 0.090100000000000013 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.11785000000000002 -0.012019999999999998 0.12299 -0.031249999999999997 -1.0000000180025095e-35 0.13913500000000004 0.50500500000000004 -0.0096849999999999974 0.11682500000000001 0.11510000000000002 0.11411 -0.052074999999999989 -0.079724999999999976 0.016915000000000003 -0.23091999999999999 -0.092484999999999984 -1.0000000180025095e-35 0.08815000000000002 0.63636000000000015 0.10613000000000002 0.10699500000000002 -1.0000000180025095e-35 -0.0039549999999999993 -0.077844999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 14 -10 11 -11 13 -12 15 16 19 18 -16 20 21 -9 -21 -24 25 27 -27 -22 29 -28
right_child=1 -3 -4 -5 -6 -7 -8 8 9 10 12 -13 -14 -15 17 -17 -18 -19 -20 22 24 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=2.6439458679305972e-06 -5.0606973020780738e-06 4.7506285528074648e-08 4.3030492323933604e-06 2.8431646233622648e-06 -3.2811826107111607e-06 3.5560249671107161e-06 -2.5832018631779021e-06 -9.2295276358940603e-07 4.4066769615627978e-06 2.8171914490961908e-07 -4.6614203708223186e-07 4.796505454253618e-06 1.5315075100059199e-06 -5.9587326177279472e-06 -5.0460500551707818e-06 6.0356120424590441e-06 -4.4200624432522562e-06 -4.7980446396422851e-06 2.8512639880428844e-06 -6.2903349391055364e-06 5.1310521328673536e-06 8.9378923017978774e-06 1.9867697079355234e-06 -4.3519005584715029e-06 3.6518221536012292e-06 -5.6763191802626047e-06 5.4887378274029096e-06 4.4802579093031082e-09 -2.8284556378542793e-06 -4.0670043791328353e-07
leaf_weight=24 38 301 22 22 36 21 26 22 22 42 38 28 36 20 20 28 27 32 33 23 20 22 34 21 22 24 23 1974 51 69
leaf_count=24 38 301 22 22 36 21 26 22 22 42 38 28 36 20 20 28 27 32 33 23 20 22 34 21 22 24 23 1974 51 69
internal_value=0 -5.25095e-07 6.39793e-08 3.01896e-08 7.58719e-09 5.1405e-08 2.39537e-08 4.94851e-08 2.58184e-08 8.67352e-07 3.92564e-07 2.08763e-06 -8.69721e-07 -2.36014e-06 -3.82001e-08 2.83761e-08 -4.3752e-08 -1.88667e-06 -1.28855e-07 7.51068e-09 8.34439e-08 4.00747e-06 -2.16048e-06 -4.3345e-07 4.35222e-09 -3.27807e-08 -1.09164e-06 5.59002e-08 -3.22186e-07 1.06716e-06
internal_weight=0 339 2782 2760 2738 2702 2681 2655 2631 186 164 70 94 58 2445 2360 2332 85 53 2305 2227 44 78 55 2183 2161 167 1994 143 92
internal_count=3121 339 2782 2760 2738 2702 2681 2655 2631 186 164 70 94 58 2445 2360 2332 85 53 2305 2227 44 78 55 2183 2161 167 1994 143 92
is_linear=0
shrinkage=0.1


Tree=6797
num_leaves=31
num_cat=0
split_feature=1429 156 474 1429 1419 1419 1419 1429 1429 123 484 475 151 157 484 43 49 160 1373 457 448 1348 159 42 13 1375 1 1375 1375 457
split_gain=1.02219e-08 3.94278e-08 1.43344e-08 1.17175e-08 1.53042e-08 1.3932e-08 2.39926e-08 1.19845e-08 1.76653e-08 2.04431e-08 1.32918e-08 7.75732e-08 5.47951e-08 4.66987e-08 1.18475e-07 1.16805e-07 5.83574e-08 2.97684e-08 2.07506e-08 5.58872e-08 3.59009e-08 4.35072e-08 1.86951e-08 2.88481e-08 2.76785e-08 1.76949e-08 9.30202e-08 2.78341e-08 3.35066e-08 3.50383e-08
threshold=-0.23752499999999996 0.32523500000000005 0.11568500000000002 0.11475 0.091465000000000005 0.086505000000000012 1.0000000180025095e-35 0.093705000000000024 0.087480000000000016 0.11679000000000002 0.086135000000000017 -0.085684999999999997 -0.52488999999999986 -0.081889999999999991 0.090535000000000018 -0.095049999999999982 0.092185000000000017 -0.087874999999999995 -1.0000000180025095e-35 0.11612500000000002 0.053555000000000005 0.089175000000000018 -0.025879999999999997 0.086835000000000009 -0.083894999999999983 0.084795000000000023 0.088875000000000023 0.083945000000000006 0.060690000000000008 -0.10142499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 10 12 -12 -2 17 -15 -16 22 -13 -14 20 21 25 -17 24 -24 27 -27 28 29 -20
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 -11 11 13 18 14 15 16 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.1479185110448188e-06 -4.7282023151637992e-06 4.4409295742298128e-06 -2.1887170530969038e-06 1.8539465947790579e-06 -2.0918245497471487e-06 1.9948893350374419e-06 -2.7793946459965931e-06 2.2910289445739501e-06 -2.4147034188596688e-06 2.4265587684827293e-06 6.1053570808174598e-06 -2.4002169539016906e-07 -3.1544593964229406e-06 7.3320577788156999e-06 -7.1475186949837305e-06 -2.407880417474819e-06 5.5930813599306111e-06 -5.696063786047035e-06 -3.905440221766791e-06 4.1547015186438331e-06 -4.072784221617357e-06 4.5170937396289361e-06 1.6662207469510449e-06 3.2887387739585257e-06 -3.4680255274517028e-06 4.9495796506309698e-06 -2.7354994642792008e-06 -3.7220921205700855e-06 3.576286495444947e-06 -6.5037301172740705e-08
leaf_weight=22 25 20 30 34 35 35 31 23 30 35 24 20 21 24 21 26 22 20 24 32 22 21 21 27 21 36 28 21 25 2345
leaf_count=22 25 20 30 34 35 35 31 23 30 35 24 20 21 24 21 26 22 20 24 32 22 21 21 27 21 36 28 21 25 2345
internal_value=0 1.52466e-08 -1.35009e-08 7.90166e-09 -1.29161e-08 1.15006e-08 -1.20711e-08 1.73685e-08 -7.20067e-10 2.45926e-08 -5.15576e-09 7.30439e-07 -6.90959e-08 9.18353e-08 8.47361e-07 -2.80413e-07 9.52145e-07 -2.96804e-06 -2.38619e-08 1.87911e-09 -5.08133e-08 -1.542e-08 -1.22598e-07 7.38522e-07 -9.00902e-07 -5.38156e-08 1.58736e-06 -9.73084e-08 -6.55121e-08 -1.03944e-07
internal_weight=0 3099 3079 3049 3015 2980 2945 2914 2891 2861 2826 226 2600 202 162 138 117 40 2575 2554 2522 2500 95 69 42 2479 64 2415 2394 2369
internal_count=3121 3099 3079 3049 3015 2980 2945 2914 2891 2861 2826 226 2600 202 162 138 117 40 2575 2554 2522 2500 95 69 42 2479 64 2415 2394 2369
is_linear=0
shrinkage=0.1


Tree=6798
num_leaves=31
num_cat=0
split_feature=150 1374 42 150 3 150 142 150 42 150 150 34 30 34 133 9 13 2 457 484 0 160 484 4 158 484 1456 457 15 457
split_gain=9.05924e-09 1.60981e-08 1.27217e-07 1.7791e-08 7.11585e-08 2.95078e-08 1.90695e-08 1.59954e-08 8.01775e-08 3.52156e-08 2.84775e-08 1.76365e-08 2.58714e-08 1.62832e-08 5.91223e-08 3.17331e-08 4.74146e-08 3.21305e-08 1.3804e-08 1.42656e-08 3.28019e-08 6.25012e-08 2.10889e-08 2.12213e-08 1.60025e-08 3.91913e-08 3.48343e-08 1.94338e-08 3.7919e-08 3.74158e-08
threshold=0.14635000000000001 -0.096434999999999979 0.083795000000000022 0.12068000000000002 -0.07928499999999998 0.11656000000000001 -1.0000000180025095e-35 0.10348 0.083995000000000014 0.099590000000000026 0.094605000000000009 -0.097449999999999981 0.09538000000000002 -0.057544999999999992 0.086990000000000012 0.091600000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.097000000000000017 -0.093244999999999981 -0.091354999999999978 0.041220000000000007 -0.23687999999999995 -0.016959999999999999 -0.14117999999999997 -0.063394999999999993 -0.0077899999999999992 -0.081674999999999984 -0.092334999999999987 -0.069489999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -3 9 -9 10 11 -8 13 14 -13 17 -17 -15 19 20 -19 -22 23 -23 25 -21 -27 28 -26 -29
right_child=-2 3 -4 4 -6 -7 7 8 -10 -11 -12 12 -14 15 -16 16 -18 18 -20 24 21 22 -24 -25 27 26 -28 29 -30 -31
leaf_value=-6.8213965211801529e-06 2.1214688899817701e-06 -2.9939148459691622e-06 3.9774767788003376e-06 -1.7850046934394676e-06 5.3443362730831723e-06 -3.5116566588537049e-06 2.5386553139233679e-06 5.4692798757655664e-06 -1.6881681223340448e-06 -4.0842846612490363e-06 3.258047647452461e-06 5.3496337272918033e-06 -3.4451828489843388e-06 2.9337698010380879e-06 -1.5989782468750491e-06 5.2280279143295566e-07 -6.2805556775913371e-06 -1.6484709400780655e-06 -2.1664218552549153e-06 -5.1706184656214177e-06 5.1270772682737269e-06 -6.1780588148687992e-07 -2.0934854647849638e-06 3.0533327887383167e-06 -4.8426504344926494e-06 2.1690742535669884e-06 -2.6969007178325101e-06 4.2400387103823177e-06 -3.2337767920136866e-07 -5.0134625300896634e-10
leaf_weight=24 20 21 20 28 28 24 27 29 34 21 27 24 22 37 25 21 20 39 30 21 37 31 27 32 24 31 28 21 82 2266
leaf_count=24 20 21 20 28 28 24 27 29 34 21 27 24 22 37 25 21 20 39 30 21 37 31 27 32 24 31 28 21 82 2266
internal_value=0 -1.36742e-08 -1.91282e-06 1.36606e-08 1.77967e-06 -1.92939e-08 8.86087e-09 3.01932e-08 1.60653e-06 -4.13424e-09 2.56997e-08 -4.97634e-09 -2.93475e-08 -2.47044e-09 1.80442e-06 -3.47012e-08 -2.79591e-06 7.13531e-09 -3.34362e-08 -9.18858e-09 8.88205e-07 1.66718e-06 2.44784e-07 1.2469e-06 -6.94261e-08 -1.46069e-06 -1.40202e-07 -2.29151e-08 -1.34661e-06 3.84367e-08
internal_weight=0 3101 44 3057 56 3001 2977 2956 63 2893 2872 2845 2818 2796 49 2747 41 2706 2669 2639 166 127 90 63 2473 80 59 2393 106 2287
internal_count=3121 3101 44 3057 56 3001 2977 2956 63 2893 2872 2845 2818 2796 49 2747 41 2706 2669 2639 166 127 90 63 2473 80 59 2393 106 2287
is_linear=0
shrinkage=0.1


Tree=6799
num_leaves=31
num_cat=0
split_feature=142 11 34 13 9 10 2 147 147 1426 1426 47 47 2 47 2 132 400 1211 52 0 2 1456 1446 403 16 16 130 15 4
split_gain=9.27365e-09 2.04903e-08 1.42745e-08 3.97719e-08 1.6581e-08 3.26808e-08 4.7353e-08 1.80589e-08 2.09275e-08 1.34401e-08 1.68077e-08 1.21138e-08 8.77997e-08 7.4337e-08 2.53298e-08 1.46176e-08 9.36405e-08 3.62737e-07 2.0434e-07 7.93197e-08 1.62873e-07 6.15921e-08 8.41564e-08 8.28473e-08 9.36609e-08 8.32484e-08 7.82198e-08 7.59109e-08 7.13416e-08 6.85019e-08
threshold=-0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 0.092410000000000006 0.053330000000000009 -0.080614999999999978 0.099730000000000027 0.093875000000000014 -0.094284999999999994 -0.061919999999999996 0.092165000000000011 0.09585500000000001 -0.0050599999999999994 0.089785000000000018 0.084415000000000004 -0.083284999999999984 -0.082339999999999983 0.11048500000000001 0.4099850000000001 -0.077999999999999986 0.083995000000000014 -0.065759999999999985 0.083715000000000026 -0.54448499999999989 -0.090054999999999982 -0.095564999999999983 -0.0024349999999999992 0.084510000000000016 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 8 9 -8 -11 13 -13 -12 15 16 17 -15 19 21 -21 22 -18 24 -24 26 -26 -27 -23 -29
right_child=1 2 4 -5 -6 -7 7 -9 -10 10 11 12 -14 14 -16 -17 18 -19 -20 20 -22 28 23 -25 25 27 -28 29 -30 -31
leaf_value=1.9581440253269025e-06 -3.0561607424963522e-06 1.5537243308988932e-06 4.7703554108531019e-06 -4.0847667064220896e-06 2.1678724849039101e-06 -3.6664063825260962e-06 2.4119398324768078e-06 2.4057116103992279e-06 -2.9015170621278231e-06 -2.3696343430401611e-06 4.5951999077765829e-06 -6.0260370673859144e-06 -6.7447150788094181e-08 -3.5903189467242793e-06 -3.5262181938833237e-06 -8.9950306539146748e-08 -3.9614603843397665e-06 1.4823802284809064e-05 -7.2643667863303563e-06 -9.8309545332345558e-06 2.009737813051078e-06 9.0034423874385545e-06 -5.4433386405131991e-06 5.2865873937792329e-06 8.2265973087116291e-07 6.0171878224752785e-06 -5.4754520523271246e-06 -2.3943667559121555e-06 8.3711713960324037e-07 2.1554833919113803e-06
leaf_weight=24 22 22 21 29 36 24 23 31 25 30 36 27 294 23 20 1868 36 20 35 21 26 20 24 42 49 39 33 42 23 156
leaf_count=24 22 22 21 29 36 24 23 31 25 30 36 27 294 23 20 1868 36 20 35 21 26 20 24 42 49 39 33 42 23 156
internal_value=0 -1.5169e-08 6.58764e-09 -1.65248e-06 3.45679e-08 8.86542e-09 3.86247e-08 4.86109e-09 -2.06974e-08 4.24906e-09 -1.50864e-08 9.8382e-09 -5.68637e-07 8.37302e-08 1.81618e-08 4.70131e-08 4.81389e-07 4.97439e-06 1.27545e-07 6.3384e-07 -3.28078e-06 1.03036e-06 6.62154e-07 1.09449e-06 5.81174e-07 1.03443e-06 -1.71195e-06 1.98465e-06 4.63541e-06 1.19036e-06
internal_weight=0 3097 3075 51 3024 2988 2964 2943 2912 2887 2864 2834 321 2513 2477 2457 589 43 546 511 47 464 421 385 343 319 82 237 43 198
internal_count=3121 3097 3075 51 3024 2988 2964 2943 2912 2887 2864 2834 321 2513 2477 2457 589 43 546 511 47 464 421 385 343 319 82 237 43 198
is_linear=0
shrinkage=0.1


Tree=6800
num_leaves=31
num_cat=0
split_feature=1211 43 401 402 1210 1200 128 128 128 0 128 128 128 128 132 2 132 104 11 133 1209 131 482 33 1 1 1 13 1 160
split_gain=1.29294e-08 3.78133e-08 1.59876e-08 4.95629e-08 2.41401e-08 1.20115e-08 1.8658e-08 4.30239e-08 1.33489e-08 3.44025e-08 2.00753e-08 1.58342e-08 2.83585e-08 1.93469e-08 2.50915e-08 6.92485e-08 2.01248e-08 2.26972e-08 2.88441e-08 1.85833e-08 5.43698e-08 2.69584e-08 2.48352e-08 1.68642e-08 2.11464e-08 3.73882e-07 3.17503e-07 1.10943e-06 8.88801e-08 4.2526e-08
threshold=0.11716500000000001 0.062770000000000006 -0.46360499999999999 -0.45454999999999995 0.15724500000000002 0.089625000000000024 0.11170500000000001 0.11876500000000001 0.10318000000000001 -0.083264999999999992 0.099125000000000005 0.09445000000000002 0.089290000000000022 0.085955000000000018 0.11297500000000001 0.094565000000000024 0.10948500000000001 0.088500000000000009 -0.011194999999999998 0.41553500000000004 0.11386000000000002 0.11863000000000001 0.12191 -0.009184999999999997 0.09253500000000002 0.091615000000000016 0.094090000000000021 -0.081029999999999977 0.095695000000000016 0.11205000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 8 -8 10 -10 11 12 13 14 16 -16 17 18 -5 20 21 22 23 -20 25 -25 27 -26 -28 -30
right_child=1 -3 3 4 -6 -7 7 -9 9 -11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 24 26 -27 28 -29 29 -31
leaf_value=-2.449395277734665e-06 3.6280040727764241e-06 -1.8824607604983613e-06 3.9095374127384732e-06 3.632765641338086e-06 -2.8229984191937315e-06 2.2101413514737561e-06 -5.5645946076765545e-06 1.921430216375361e-07 -1.2133240902171979e-06 4.2087151396117408e-06 -3.0374892296756366e-06 2.552681383842052e-06 -3.6878675148597854e-06 2.9544888279402088e-06 -4.7781882455928171e-06 1.5355639442660164e-06 3.1094190522448377e-06 -3.354536579536216e-06 -2.5443645916731423e-06 -2.2596581112724028e-06 5.2218345126675564e-06 -3.4978562196515256e-06 3.4425049778162376e-06 -1.8613332323089275e-08 -8.4398573779340268e-06 -1.3445119112919288e-05 -6.0394339679229841e-06 2.2738168711839537e-05 -3.7691522266359373e-09 4.0396602664124527e-06
leaf_weight=27 33 20 32 22 31 24 20 37 22 25 22 24 21 22 38 32 21 20 26 36 20 22 21 1675 21 21 24 25 710 27
leaf_count=27 33 20 32 22 31 24 20 37 22 25 22 24 21 22 38 32 21 20 26 36 20 22 21 1675 21 21 24 25 710 27
internal_value=0 1.54858e-06 -2.67445e-08 -5.23456e-09 -4.68672e-08 -1.79686e-08 -3.60711e-08 -1.82776e-06 -8.1855e-10 1.67074e-06 -2.83846e-08 -4.97572e-09 -2.68672e-08 7.58009e-10 -2.27777e-08 -1.8919e-06 2.58431e-08 1.5903e-09 2.69196e-08 -3.26637e-09 2.80724e-08 -1.23145e-08 1.77568e-08 -1.06812e-08 1.56375e-08 -1.84861e-07 4.37008e-07 8.50472e-06 -5.06592e-08 1.44362e-07
internal_weight=0 53 3068 3041 3009 2978 2954 57 2897 47 2850 2828 2804 2783 2761 70 2691 2670 2650 2628 2592 2572 2550 2529 2503 1696 807 46 761 737
internal_count=3121 53 3068 3041 3009 2978 2954 57 2897 47 2850 2828 2804 2783 2761 70 2691 2670 2650 2628 2592 2572 2550 2529 2503 1696 807 46 761 737
is_linear=0
shrinkage=0.1


Tree=6801
num_leaves=31
num_cat=0
split_feature=132 399 1203 401 42 42 133 133 1204 1204 133 133 1209 12 12 3 13 40 12 13 43 160 13 2 43 3 0 2 11 472
split_gain=1.10846e-08 4.3086e-08 2.90204e-08 1.17598e-08 4.10717e-08 5.52269e-08 2.31505e-08 2.89843e-08 1.14912e-08 1.97311e-08 1.14919e-08 2.0005e-08 2.21365e-08 1.44769e-08 7.13945e-08 4.47734e-08 2.93071e-08 8.16858e-08 9.14257e-08 6.0941e-08 4.15596e-08 3.77021e-08 3.61432e-08 6.51386e-08 7.97493e-08 5.95101e-08 2.23839e-08 7.03828e-08 6.48831e-08 3.67333e-08
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 -0.078179999999999986 0.10306000000000001 0.11839500000000001 0.51114000000000004 0.41892500000000005 -0.082884999999999986 -0.066239999999999979 0.41171500000000005 0.40431 -0.097919999999999993 0.10193000000000001 0.099815000000000015 -0.087319999999999995 0.24813000000000004 -0.24452499999999996 0.12757000000000002 0.021350000000000004 -0.45785999999999999 -0.063384999999999983 0.01128 0.113445 -0.03898999999999999 -0.13927999999999999 0.12445000000000002 0.10467500000000002 0.088215000000000002 -0.10116499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 -6 7 8 -5 -10 11 12 -11 14 26 -16 17 -15 21 -20 -18 -19 23 24 -23 -24 28 -28 29 -14
right_child=1 -3 -4 6 5 -7 -8 -9 9 10 -12 -13 13 16 15 -17 20 18 19 -21 -22 22 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-3.2086845401269733e-07 4.217978760309428e-06 3.3965461697286962e-06 -4.3197246986892425e-06 2.0307185263003773e-06 -3.0201655731892092e-06 3.4481105868425489e-06 -2.4794770476881626e-06 3.798757827553345e-06 -2.3680375205022607e-06 -3.1738854349069615e-06 -2.1032129832467316e-06 3.0836366414903404e-06 -4.2645927933904206e-06 7.2750314848235575e-06 -9.1046755642310021e-07 -7.6017595711164185e-06 1.2262031641116862e-06 -1.0415890461150116e-06 6.315723372348917e-07 -6.6756809410435389e-06 -5.0067099482475894e-06 -1.1983512945334952e-06 7.0327906996681134e-07 -2.77887210656375e-06 7.2736223082756636e-06 7.9588636883552411e-06 9.4177911067047121e-07 -4.9340903710831048e-06 4.6087070454485646e-06 4.0871927625912637e-08
leaf_weight=196 29 38 20 27 33 22 38 20 36 22 26 21 20 20 20 20 23 37 21 25 20 20 20 26 25 26 47 36 31 2156
leaf_count=196 29 38 20 27 33 22 38 20 36 22 26 21 20 20 20 20 23 37 21 25 20 20 20 26 25 26 47 36 31 2156
internal_value=0 5.13857e-08 -6.91133e-07 7.04804e-09 1.17279e-06 -4.32855e-07 -2.81378e-08 5.79691e-09 -2.20413e-08 -4.25842e-08 -1.11355e-08 9.49956e-09 -1.51876e-08 1.1612e-08 -6.77726e-08 -4.25611e-06 7.14906e-07 1.1816e-06 5.72255e-07 -3.33976e-06 -1.67283e-06 1.74078e-06 2.62067e-06 1.20596e-06 3.5083e-06 4.80426e-06 5.38616e-09 -1.60679e-06 6.60163e-08 1.29964e-09
internal_weight=0 2905 216 2867 84 55 2783 2745 2725 2698 2662 2636 2615 2593 2330 40 263 220 200 46 43 154 117 71 45 46 2290 83 2207 2176
internal_count=3121 2905 216 2867 84 55 2783 2745 2725 2698 2662 2636 2615 2593 2330 40 263 220 200 46 43 154 117 71 45 46 2290 83 2207 2176
is_linear=0
shrinkage=0.1


Tree=6802
num_leaves=31
num_cat=0
split_feature=1209 473 16 12 1420 1213 1213 12 15 1210 1210 1209 1209 131 131 1208 1209 1213 1213 12 403 43 132 15 1185 1186 2 2 2 160
split_gain=1.14217e-08 1.06028e-08 1.52351e-08 4.823e-08 3.1552e-08 1.12271e-08 3.48049e-08 2.8726e-08 2.90413e-08 1.97281e-08 2.05156e-08 3.51378e-08 2.07785e-08 1.53238e-08 1.61733e-08 1.53552e-08 2.34411e-08 1.54273e-08 3.60838e-08 3.38687e-08 2.27002e-08 2.07482e-08 1.5416e-08 3.48395e-07 1.5771e-07 3.58224e-08 1.46629e-08 1.35922e-08 8.19386e-08 1.26977e-07
threshold=-0.14444499999999996 -0.23352999999999996 0.63636000000000015 0.089625000000000024 1.0000000180025095e-35 -0.24064499999999997 -0.41627499999999995 0.090345000000000023 0.087825000000000014 -0.13847499999999999 -0.090569999999999998 -0.085894999999999985 -0.069599999999999981 0.13834500000000002 0.13052000000000002 0.11846000000000001 0.11027500000000001 -0.090324999999999989 -0.086394999999999986 0.085565000000000016 -0.0091899999999999985 -0.0090299999999999981 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.0044650000000000011 0.087815000000000018 0.085155000000000022 0.083995000000000014 -0.53908999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 8 -3 26 -11 -12 -13 14 15 16 17 19 21 -14 -21 -19 23 25 -24 -20 -7 28 29 -26
right_child=1 2 3 -5 -6 9 -8 -9 -10 10 11 12 13 -15 -16 -17 -18 18 22 20 -22 -23 24 -25 27 -27 -28 -29 -30 -31
leaf_value=2.3820637983362761e-06 2.2796811123271254e-06 1.0705065160436788e-06 -5.1026854842585515e-06 1.2425134073055235e-06 3.9564960115967552e-06 2.9701477160415385e-07 -4.8055809827474151e-06 2.9251902188579235e-06 -3.6594605767782518e-06 -3.1387435770046156e-06 -3.8945443916220588e-06 2.5245366411278765e-06 4.8312615122302396e-06 2.5710847496710537e-06 -2.7213732964396927e-06 2.6321276679523592e-06 -3.2714278471633982e-06 -6.0002359878992485e-07 -5.0727062875137509e-08 -1.9931243199467785e-06 2.3197084443460842e-06 -4.9475584882716452e-06 -8.6805892957878924e-06 1.3361089331027645e-05 -7.0216619942584662e-06 -4.4698670882055362e-06 4.1262348850068523e-06 -1.4116819204498708e-07 3.0393712402201349e-06 2.4148719346036443e-07
leaf_weight=20 20 25 23 25 20 20 20 22 27 21 23 33 21 23 22 22 22 21 145 26 23 23 21 20 25 21 20 1620 100 647
leaf_count=20 20 25 23 25 20 20 20 22 27 21 23 33 21 23 22 22 22 21 145 26 23 23 21 20 25 21 20 1620 100 647
internal_value=0 -1.53636e-08 -3.02617e-08 -1.79789e-06 -2.28727e-09 -2.85653e-08 -1.10426e-06 -1.039e-07 -1.38544e-06 6.07503e-09 -2.45682e-08 -1.68592e-09 2.98963e-08 5.16217e-10 -2.07587e-08 7.91333e-10 -2.03748e-08 5.98832e-09 -3.28196e-08 1.47127e-06 3.12666e-08 -2.8726e-06 1.52567e-08 8.92469e-07 -5.2361e-08 -6.09775e-07 2.21162e-06 2.33885e-08 3.68702e-07 -2.87192e-08
internal_weight=0 3101 3081 48 3033 3013 94 74 52 2919 2879 2858 2835 2802 2779 2757 2735 2713 2643 70 49 44 2599 186 2413 166 40 2392 772 672
internal_count=3121 3101 3081 48 3033 3013 94 74 52 2919 2879 2858 2835 2802 2779 2757 2735 2713 2643 70 49 44 2599 186 2413 166 40 2392 772 672
is_linear=0
shrinkage=0.1


Tree=6803
num_leaves=31
num_cat=0
split_feature=400 132 1203 399 50 52 132 16 2 16 1213 43 43 1210 1 1 403 3 13 16 4 130 42 51 403 1209 13 16 16 51
split_gain=1.13705e-08 2.15645e-08 2.90576e-07 1.70772e-07 2.88352e-08 1.67624e-08 1.3282e-08 1.24731e-08 1.12973e-08 2.25717e-08 1.03393e-08 1.18424e-08 9.67852e-08 5.32055e-08 3.94098e-08 1.40588e-07 2.89879e-08 3.10127e-08 4.6749e-08 2.37245e-08 2.30882e-08 1.29599e-08 2.89862e-08 1.37797e-08 2.06149e-07 6.37887e-08 5.34484e-08 6.36253e-08 2.34469e-07 1.07442e-07
threshold=1.0000000180025095e-35 -0.083284999999999984 0.089480000000000018 0.091580000000000009 0.10022000000000002 0.091820000000000013 -0.015269999999999997 -0.079734999999999986 0.090675000000000019 -0.090764999999999985 0.51049000000000011 0.060960000000000007 0.055925000000000009 0.258635 0.087505000000000013 0.094220000000000012 -0.014954999999999998 -0.076969999999999997 -0.10278499999999999 -0.089669999999999986 -0.07958999999999998 -0.22699999999999995 0.15021500000000002 0.090230000000000019 -0.0031149999999999997 0.11495000000000001 0.10002500000000002 -0.087659999999999988 -0.095094999999999985 0.097000000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 8 7 -3 -2 9 -1 11 12 13 21 16 -16 -13 19 -19 20 -18 -8 23 25 -25 -23 27 28 -26 -29
right_child=5 3 -4 -5 -6 -7 10 -9 -10 -11 -12 14 -14 -15 15 -17 17 18 -20 -21 -22 22 -24 24 26 -27 -28 29 -30 -31
leaf_value=3.6496398942225438e-06 -3.623142122015797e-06 2.3743115512786518e-06 1.2445835275798345e-05 -9.0191195256682558e-06 -3.9242442085196673e-06 8.5132089155264948e-07 -2.4385536216002601e-06 -4.2304498579358642e-07 -1.2393589381076709e-06 -1.010687438786269e-07 2.2775188017476469e-06 -3.1533678160095794e-06 5.8043839748404875e-06 -5.1430304074528979e-06 -8.8843305055282443e-06 -1.5147262014839465e-08 6.2311630949807302e-06 2.0728812412724233e-06 -3.6627463517409825e-06 3.8449214237346044e-07 1.4261436388096626e-06 6.0283352497459887e-08 3.6698715273463344e-06 -8.9488863472474299e-06 -7.966193807214272e-07 5.5987784170004799e-06 5.176282982120029e-06 -7.9760089062931779e-06 1.1541534977368429e-05 -3.6825860330935714e-07
leaf_weight=21 29 24 20 21 20 26 21 21 40 68 20 21 29 20 24 70 20 27 30 40 20 2131 22 27 67 21 20 21 20 160
leaf_count=21 29 24 20 21 20 26 21 21 40 68 20 21 29 20 24 70 20 27 30 40 20 2131 22 27 67 21 20 21 20 160
internal_value=0 3.0162e-08 1.12797e-06 -3.43476e-08 -3.91205e-07 -1.20817e-06 3.174e-08 -2.2791e-06 1.56554e-07 7.8393e-07 1.18807e-08 -4.23911e-09 6.0171e-08 -5.67175e-09 -6.58308e-07 -2.27962e-06 3.06269e-07 8.36578e-07 -9.4587e-07 2.10657e-06 3.82865e-06 3.52634e-08 5.61353e-08 2.3909e-08 -5.93824e-07 1.1433e-07 1.89463e-07 -1.82688e-07 2.03974e-06 -1.25093e-06
internal_weight=0 3045 169 2876 149 76 2855 50 129 89 2831 2811 2559 2530 252 94 158 137 57 80 40 2510 2489 2467 315 2152 288 268 87 181
internal_count=3121 3045 169 2876 149 76 2855 50 129 89 2831 2811 2559 2530 252 94 158 137 57 80 40 2510 2489 2467 315 2152 288 268 87 181
is_linear=0
shrinkage=0.1


Tree=6804
num_leaves=31
num_cat=0
split_feature=132 399 1203 1203 13 43 399 130 156 475 46 474 97 374 120 483 43 483 13 33 42 13 0 474 1375 150 12 49 147 15
split_gain=1.2491e-08 5.01806e-08 4.12497e-08 1.11788e-08 1.29687e-08 1.83791e-08 1.42198e-08 1.32605e-08 1.03244e-08 1.65394e-08 1.07237e-08 1.97701e-08 1.25894e-08 2.66224e-08 1.61835e-08 2.27869e-08 7.99322e-08 5.23003e-08 7.30633e-08 3.04728e-08 2.49337e-08 4.50613e-08 5.62534e-08 1.84088e-08 1.63125e-08 2.49804e-08 5.38229e-08 8.44382e-08 4.35995e-08 1.97461e-08
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.084795000000000023 0.056795000000000005 0.51084000000000007 0.088080000000000006 0.096010000000000012 0.3248100000000001 0.13528000000000004 0.084955000000000017 0.11568500000000002 -0.086579999999999976 0.08987500000000001 0.086165000000000019 0.10083000000000002 -0.086909999999999987 0.095085000000000017 -0.080759999999999985 -0.0066799999999999993 0.096610000000000015 -0.077944999999999987 -0.086074999999999985 0.11147000000000001 -0.42089999999999994 0.12068000000000002 0.089150000000000021 -0.043469999999999995 0.094075000000000006 -0.49307999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 6 -1 -8 9 10 11 12 -2 14 15 17 -17 19 -19 -14 21 22 -18 24 -21 28 27 -27 29 -26
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 13 -15 -16 16 20 18 -20 23 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=7.1808759230407312e-07 -2.4967617227389387e-06 3.6646317934546937e-06 -5.0597632275639629e-06 1.1992009153516393e-06 1.0206471873581384e-06 -3.8544432218908956e-06 -2.9466706340634009e-06 2.2284763293679464e-07 -2.1034720366910536e-06 2.8893505987070967e-06 1.5348335862578703e-06 -2.9410093633408038e-06 3.1748865967529127e-06 2.935174237087091e-06 -2.7773293285669015e-06 6.6443707203728528e-06 -2.0731599771682922e-06 6.8795772425926715e-08 -7.5735077829945531e-06 -2.5975524476962165e-06 2.5403202585039254e-06 -3.2656534789279444e-06 5.1626588564041799e-06 2.9900207096034138e-06 -2.4982011474605772e-06 1.0826243121081697e-07 -2.2367980996953271e-06 8.6810399625392172e-06 -3.5383510193140766e-06 3.2097970205997798e-09
leaf_weight=45 20 38 20 40 35 21 33 22 23 20 45 23 30 31 21 23 22 29 22 25 32 38 21 20 32 27 22 20 36 2285
leaf_count=45 20 38 20 40 35 21 33 22 23 20 45 23 30 31 21 23 22 29 22 25 32 38 21 20 32 27 22 20 36 2285
internal_value=0 5.45517e-08 -7.33664e-07 -2.92225e-07 -6.74642e-07 -1.16502e-06 -6.00235e-07 -1.67886e-06 6.70272e-09 2.37681e-08 3.47364e-09 -2.13235e-08 3.04255e-09 2.1316e-08 -1.20776e-08 9.55812e-09 1.27075e-06 -5.77583e-08 -3.22788e-06 6.98992e-09 1.77006e-07 -7.56648e-07 1.46061e-06 -3.15333e-08 -5.62293e-08 -2.99977e-08 1.84543e-06 3.75625e-06 -8.49931e-08 -3.13371e-08
internal_weight=0 2905 216 196 156 121 100 55 2867 2844 2824 2779 2756 2736 2705 2684 136 2548 51 2497 113 81 43 2467 2447 2422 69 47 2353 2317
internal_count=3121 2905 216 196 156 121 100 55 2867 2844 2824 2779 2756 2736 2705 2684 136 2548 51 2497 113 81 43 2467 2447 2422 69 47 2353 2317
is_linear=0
shrinkage=0.1


Tree=6805
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1429 42 50 2 2 12 12 12 12 16 2 403 15 133 52 2 43 42 42 12 13 2 16 43 131
split_gain=1.01177e-08 4.67659e-08 3.34122e-08 9.37866e-09 3.12598e-08 1.36119e-08 1.01049e-08 3.91807e-08 3.85995e-08 1.20601e-07 1.55226e-07 5.64975e-08 1.44756e-07 1.10856e-07 1.46476e-07 9.10389e-08 8.95489e-08 5.77427e-08 5.19128e-08 3.15688e-08 6.47701e-08 5.05987e-08 2.96463e-08 1.05224e-07 7.85244e-08 1.21314e-07 9.29971e-08 8.54771e-08 6.66923e-08 3.7981e-08
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.23752499999999996 0.32523500000000005 -0.094049999999999981 0.094725000000000018 -0.099524999999999988 0.097385000000000013 0.11293500000000002 0.097325000000000009 0.096525000000000014 0.097575000000000009 0.093965000000000007 -0.077074999999999991 0.090935000000000016 -0.54448499999999989 0.090455000000000021 0.23074000000000003 0.10263500000000002 0.12043500000000001 -0.050459999999999998 0.091295000000000015 0.090990000000000015 0.09364500000000002 -0.075974999999999987 0.09142500000000002 -0.013324999999999998 -0.011694999999999999 0.091295000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 22 -8 11 10 -10 13 -13 15 -15 16 -9 -14 -18 20 -11 -21 23 -7 26 -26 28 -28 29 -24
right_child=1 3 -4 4 -6 6 7 8 9 19 -12 12 17 14 -16 -17 18 -19 -20 21 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=-2.6300271248455182e-07 4.6421610146684213e-06 -2.1439162242131718e-06 -4.5537869573308853e-06 -2.2332219689107863e-06 3.968757293932867e-06 -5.2201287336888337e-08 3.6514005205390277e-06 -5.1366106266987517e-06 -1.0483237798115835e-05 6.4703536454977617e-06 4.4400310868625715e-07 1.031048952286472e-05 3.4737144353451132e-06 -1.0154891996145515e-05 -2.0271528956072873e-07 6.7043990486189588e-06 3.6092764100945523e-07 -2.6586189867267813e-06 6.0796897886658291e-06 1.4050999633733834e-06 2.756516104201119e-07 -5.4053461019520913e-06 5.1223968648628216e-06 6.0127588736138241e-06 6.8127547892800067e-06 -3.038698807358742e-06 -1.0276516786689173e-05 -1.5055762867177691e-06 -4.716975589595361e-06 -1.0404758111093315e-06
leaf_weight=196 22 20 20 27 20 2106 35 23 26 21 26 21 34 21 50 29 57 28 22 24 86 20 20 29 25 25 25 20 23 20
leaf_count=196 22 20 20 27 20 2106 35 23 26 21 26 21 34 21 50 29 57 28 22 24 86 20 20 29 25 25 25 20 23 20
internal_value=0 4.90956e-08 -6.60298e-07 1.40461e-08 2.9121e-08 1.40634e-09 2.28321e-08 4.19476e-07 1.87679e-07 -8.66114e-07 -5.01962e-06 9.38275e-07 3.13476e-06 3.57578e-08 -3.14632e-06 1.76039e-06 3.54745e-07 7.04274e-07 1.95349e-06 5.64231e-07 1.49143e-06 -1.69056e-06 -6.76367e-08 3.01799e-08 -1.3894e-06 1.88703e-06 -2.90626e-06 -6.37832e-06 -4.26222e-07 2.04096e-06
internal_weight=0 2905 216 2883 2863 2843 2816 523 488 203 52 285 83 202 71 131 102 62 79 151 107 44 2293 2135 158 50 108 45 63 40
internal_count=3121 2905 216 2883 2863 2843 2816 523 488 203 52 285 83 202 71 131 102 62 79 151 107 44 2293 2135 158 50 108 45 63 40
is_linear=0
shrinkage=0.1


Tree=6806
num_leaves=31
num_cat=0
split_feature=156 1428 1209 1211 50 1213 133 133 399 399 4 1200 128 128 401 133 1210 1209 4 131 123 123 40 42 43 0 33 1212 1212 2
split_gain=1.13116e-08 1.54451e-08 1.06452e-08 9.31884e-09 4.60609e-08 2.44377e-08 2.71902e-08 3.996e-08 1.59183e-08 2.31098e-08 1.60099e-08 1.32271e-08 1.15526e-08 3.85633e-08 2.34555e-08 2.54814e-08 2.91782e-08 1.71425e-08 1.07801e-08 1.02815e-08 1.55779e-08 1.38662e-08 2.11499e-08 4.21052e-08 3.40851e-08 1.93384e-08 1.62463e-08 1.17153e-08 4.4977e-08 1.49747e-07
threshold=0.3248100000000001 0.10668500000000002 -0.14444499999999996 0.087635000000000005 0.096900000000000014 -0.020279999999999996 -0.012979999999999998 -0.11828999999999999 0.091895000000000018 0.10054500000000001 -0.068329999999999988 0.089625000000000024 0.11170500000000001 0.11976500000000002 -0.13200999999999999 0.51114000000000004 0.24726500000000004 -0.085894999999999985 -0.079329999999999984 0.13440500000000002 0.11679000000000002 0.08592000000000001 -0.07632499999999999 0.093775000000000011 -0.085474999999999982 -0.094299999999999981 -0.0066799999999999993 0.091580000000000009 0.087615000000000012 0.084855000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -5 7 18 11 -10 -11 12 14 -14 -4 16 17 -16 -7 20 21 26 23 24 -23 -26 -19 28 -28 -30
right_child=-2 -3 3 4 -6 6 -8 -9 9 10 -12 -13 13 -15 15 -17 -18 19 -20 -21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=2.2979662935540547e-06 -2.2094934327978793e-06 2.7863626996804669e-06 2.637562664114574e-06 2.3547812334830577e-06 4.2569030635301415e-06 1.3476072535922867e-06 1.5285242914349813e-06 -5.6809290559353295e-06 -4.2234536775512515e-06 1.7718276976232855e-06 -1.8282314946797368e-06 2.1839137624974007e-06 -4.8180286523260988e-06 7.6927377259986929e-07 -2.207983685467399e-06 -2.8064677942232017e-06 3.6162005572619322e-06 2.3104307421172347e-06 -1.9356917476898162e-06 -2.0712653243511642e-06 2.1345042072465838e-06 1.6034312528228671e-06 -3.0375500863236677e-06 2.6333941663631995e-06 -5.3319631826360078e-06 -1.3035592556976695e-06 3.1516981281699819e-08 1.1389142724996502e-06 -9.239825633564828e-06 1.4775757406937375e-06
leaf_weight=20 23 20 33 30 30 20 30 21 22 21 30 27 21 30 36 33 22 31 20 24 34 22 37 34 22 26 2260 88 22 32
leaf_count=20 23 20 33 30 30 20 30 21 22 21 30 27 21 30 36 33 22 31 20 24 34 22 37 34 22 26 2260 88 22 32
internal_value=0 1.64004e-08 -1.59802e-09 -1.66377e-08 7.49305e-07 -1.20347e-07 -9.36324e-07 -2.14854e-06 -5.64235e-08 -1.51445e-06 -3.45854e-07 -1.88668e-08 -4.00549e-08 -1.53138e-06 -1.24579e-08 -4.45734e-08 -1.06914e-08 -4.05983e-08 -2.94042e-07 -1.09533e-08 8.00667e-09 -2.00823e-08 -9.84214e-07 -2.537e-07 -1.656e-06 -3.14991e-06 3.57922e-08 6.43593e-09 -3.66315e-08 -2.88877e-06
internal_weight=0 3098 3078 3058 151 121 91 61 2907 73 51 2834 2807 51 2756 2723 2690 2668 40 2632 2608 2574 141 104 70 48 2433 2402 2314 54
internal_count=3121 3098 3078 3058 151 121 91 61 2907 73 51 2834 2807 51 2756 2723 2690 2668 40 2632 2608 2574 141 104 70 48 2433 2402 2314 54
is_linear=0
shrinkage=0.1


Tree=6807
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 1213 1210 1210 2 4 1213 1213 42 16 1447 1447 4 481 403 1446 1455 12 483 481 131 15 159 2 1447 43 480
split_gain=1.12481e-08 1.48577e-08 1.40018e-08 3.35884e-08 1.16455e-08 9.46216e-08 9.19521e-08 6.4862e-08 8.65397e-08 8.12902e-08 1.9387e-08 1.93855e-08 1.84708e-08 1.52526e-08 1.54078e-07 1.17434e-07 8.04387e-08 4.82189e-08 4.36698e-08 1.45236e-08 3.73999e-08 2.30551e-08 2.04594e-08 5.86566e-08 7.85808e-08 4.99123e-08 4.40309e-08 3.79908e-08 3.22596e-08 2.59258e-08
threshold=0.12461500000000002 0.10837500000000001 0.092250000000000013 -0.092099999999999987 -0.088064999999999991 -0.091799999999999979 -0.090009999999999993 0.084715000000000013 -0.080924999999999983 -0.11119 -0.086394999999999986 0.093775000000000011 -0.093244999999999981 -0.085684999999999997 -0.086279999999999982 -0.081609999999999988 -0.081334999999999977 -0.55157999999999985 0.037915000000000011 -0.097209999999999977 0.089150000000000021 0.13622000000000004 -0.050084999999999991 0.087205000000000019 0.10772500000000002 -0.015149999999999999 0.086100000000000024 -0.080594999999999986 -0.065269999999999981 0.11191000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 9 -9 -8 -7 12 -10 14 15 -12 -17 -15 -18 20 -19 22 23 24 25 26 -21 -24 -28 -29
right_child=-2 -3 -4 4 5 10 7 8 11 -11 13 -13 -14 17 -16 16 18 19 -20 21 -22 -23 27 -25 -26 -27 28 29 -30 -31
leaf_value=3.4065258722844664e-06 -2.3638965285499582e-06 2.5474289644910682e-06 -1.9642684009113508e-06 -6.6987643589053069e-06 6.1634150588361083e-06 -2.6342939268683304e-06 -1.5523235754244527e-07 6.050498721731035e-06 3.1217492048085665e-06 -7.6986481462881778e-06 -6.7596377632476702e-06 -2.9209660442575117e-06 -7.7616170470249807e-07 -4.9312387272948402e-06 9.1254401968399183e-06 5.4289467495512633e-06 2.3428351164511697e-06 7.8592016945077809e-07 -3.8222998623664522e-06 5.6272531134448371e-06 -4.7685195692214291e-06 3.2533761503311163e-06 -4.2089677766522406e-06 -3.1952902409776233e-06 7.3821927716463424e-06 -1.9461317639602715e-06 -1.8245383680200926e-06 -6.4716144226491768e-08 3.2596565451588811e-06 3.5510083262124684e-06
leaf_weight=29 20 23 36 23 25 28 50 31 20 20 23 20 31 20 20 30 20 27 27 27 22 22 22 27 22 41 26 2345 24 20
leaf_count=29 20 23 36 23 25 28 50 31 20 20 23 20 31 20 20 30 20 27 27 27 22 22 22 27 22 41 26 2345 24 20
internal_value=0 1.52418e-08 -3.67971e-09 1.95225e-08 -1.30772e-08 3.86389e-08 -7.60441e-07 3.36368e-08 1.64235e-06 -2.31049e-06 -1.61837e-08 -2.82329e-07 7.52431e-07 1.03288e-08 1.113e-06 -4.89487e-07 1.38342e-06 -3.96979e-08 -1.19884e-06 -2.42903e-09 -1.70791e-06 3.00122e-08 2.24632e-09 1.0723e-06 1.89533e-06 8.72358e-07 2.37311e-06 -7.26169e-08 6.15875e-07 -3.41392e-08
internal_weight=0 3101 3078 3042 3013 2818 195 172 102 70 2793 71 51 2765 120 100 77 2645 47 2625 49 2576 2554 167 140 118 77 2387 50 2365
internal_count=3121 3101 3078 3042 3013 2818 195 172 102 70 2793 71 51 2765 120 100 77 2645 47 2625 49 2576 2554 167 140 118 77 2387 50 2365
is_linear=0
shrinkage=0.1


Tree=6808
num_leaves=31
num_cat=0
split_feature=400 12 1203 12 399 132 3 43 1420 157 474 0 474 1204 402 43 402 15 15 15 43 15 15 42 159 160 457 1 2 15
split_gain=9.89546e-09 4.71792e-08 5.03111e-08 4.40667e-08 2.04208e-08 2.61698e-07 2.86179e-07 1.92573e-08 9.49474e-09 2.99279e-08 1.03617e-08 2.81994e-08 1.52951e-08 9.62903e-09 1.04198e-08 4.78202e-08 2.57732e-08 1.01288e-08 5.73539e-08 4.64647e-08 1.03739e-07 3.47622e-08 2.7111e-08 1.01815e-07 7.39299e-08 8.33164e-08 5.71323e-08 7.87466e-08 6.39214e-08 3.51486e-08
threshold=-0.082714999999999983 0.087505000000000013 0.087520000000000014 0.086505000000000012 0.089505000000000015 -0.083284999999999984 -0.083344999999999989 -0.03898999999999999 0.056520000000000008 0.63397500000000007 -0.090834999999999985 -0.087794999999999998 -0.07636999999999998 -0.078604999999999994 -0.45015499999999992 0.055925000000000009 -0.41906499999999997 -0.10203999999999998 -0.10653 -0.096999999999999989 -0.0095349999999999983 -0.094549999999999981 -0.088429999999999995 -0.0060199999999999993 -0.092414999999999983 -0.088079999999999978 0.084740000000000024 0.089875000000000024 0.090675000000000019 -0.087679999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 8 6 -6 -3 9 10 11 -2 -12 -14 15 -15 -16 18 -18 20 -19 -21 23 -23 -25 -26 27 28 -27 -24
right_child=4 2 -4 -5 5 -7 -8 -9 -10 -11 12 -13 13 14 16 -17 17 19 -20 21 -22 22 29 24 25 26 -28 -29 -30 -31
leaf_value=1.1381785527745429e-06 1.6874226048457787e-06 -1.7368906562544659e-06 5.8840906166761466e-06 -5.2799850780616002e-06 -5.5322277094091988e-06 -9.2753501325330896e-06 8.8478702045610962e-06 1.9807736934078429e-06 -2.0160365495584024e-06 3.8787243907734143e-06 2.7126761930655148e-06 -2.973171717098307e-06 1.2161766297924537e-06 -4.1631631158149197e-06 3.494291494072448e-06 1.4373672515390472e-06 1.0236046112441748e-07 1.8049056463901847e-06 4.4779728280985864e-06 2.9513453898145698e-06 -7.3343219625072652e-06 5.0943000256996705e-06 3.465660612509337e-06 2.7012685852521547e-06 -8.908244018086753e-06 2.7639104515670892e-06 2.6572215368841647e-06 -6.5874955644654908e-06 -4.3289404928259504e-06 -4.3033902356212124e-08
leaf_weight=23 20 22 26 20 25 29 31 38 23 20 21 37 64 30 21 31 469 23 32 38 27 22 29 26 21 27 21 38 24 1843
leaf_count=23 20 22 26 20 25 29 31 38 23 20 21 37 64 30 21 31 469 23 32 38 27 22 29 26 21 27 21 38 24 1843
internal_value=0 8.57539e-07 2.20982e-06 -1.84701e-06 -3.69788e-08 -1.56479e-06 2.42818e-06 6.1763e-07 7.69394e-09 2.38333e-08 -3.08637e-09 -1.33788e-06 2.40184e-08 3.75209e-09 -2.47546e-08 -1.31699e-06 4.8683e-09 -2.28885e-08 3.81841e-07 -1.17685e-07 -3.13028e-06 -4.55787e-08 -1.01104e-07 -1.27686e-06 -2.16963e-06 -3.13638e-06 -2.03447e-06 -3.1415e-06 -5.73902e-07 1.13209e-08
internal_weight=0 129 86 43 2992 85 56 60 2907 2884 2864 57 2807 2786 2722 61 2661 2640 501 2139 50 2089 2051 179 157 131 110 89 51 1872
internal_count=3121 129 86 43 2992 85 56 60 2907 2884 2864 57 2807 2786 2722 61 2661 2640 501 2139 50 2089 2051 179 157 131 110 89 51 1872
is_linear=0
shrinkage=0.1


Tree=6809
num_leaves=31
num_cat=0
split_feature=132 132 15 1186 400 12 133 2 403 479 0 159 480 153 473 471 1446 481 1 1446 3 1447 1447 12 4 1447 160 1372 160 43
split_gain=1.07649e-08 5.56695e-08 2.51353e-08 2.07193e-08 1.56959e-08 1.88112e-08 3.1235e-08 2.03142e-08 1.63552e-08 9.75971e-09 6.83998e-08 5.76337e-08 1.61655e-08 1.81196e-08 1.19302e-08 1.84429e-08 1.16111e-08 3.56003e-08 3.996e-08 2.1063e-08 6.73492e-08 6.19531e-08 2.46851e-08 1.44711e-07 7.07594e-08 3.60174e-08 1.32527e-08 7.62073e-08 5.4781e-08 8.22635e-08
threshold=-0.083174999999999985 -0.050879999999999988 0.092400000000000024 0.049580000000000006 0.10645500000000001 0.11527000000000001 -0.37971999999999995 0.08734500000000002 -0.085534999999999986 0.097110000000000016 -0.079829999999999998 -0.15263499999999999 0.10272000000000002 0.082840000000000011 -0.072684999999999986 -0.085064999999999988 0.091725000000000015 -0.073474999999999985 0.086720000000000005 0.086195000000000008 -0.086224999999999982 -0.084334999999999979 -0.085709999999999995 0.083985000000000018 -0.0047449999999999992 -0.084549999999999986 -0.085764999999999994 -0.065504999999999994 -0.088854999999999976 -0.082064999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 -8 12 11 -11 13 14 -3 -16 19 -18 -19 22 -21 -22 23 -17 -25 -24 28 -28 -27 -30
right_child=1 9 -4 -5 -6 -7 7 -9 -10 10 -12 -13 -14 -15 15 16 17 18 -20 20 21 -23 25 24 -26 26 27 -29 29 -31
leaf_value=-2.9584534186857709e-06 4.5709327381431381e-06 2.3027778888223589e-06 -3.658088671727455e-06 -3.2610186570720893e-06 -2.5752796989308994e-06 3.0409337193265422e-06 1.2144438181550008e-06 2.8028950775175572e-06 -1.8286021841187464e-06 5.1398321936346743e-08 3.0083217609444547e-06 -7.5402896368359509e-06 2.1131396900309975e-06 -2.5219869375600219e-06 -2.8679714988170832e-06 7.9969736755174382e-06 3.7784857893670549e-06 -2.2368345397784978e-06 3.0186475283778197e-06 -6.4373278811607245e-06 4.1981820583135807e-06 -3.3065504122863453e-06 -4.1311952892491332e-06 -5.3703069842531875e-06 2.5624293667450813e-06 1.4558914166871632e-07 -5.4465372806169822e-06 1.1599711450399285e-09 -4.5271500084709262e-07 8.6172051487665156e-06
leaf_weight=29 27 23 25 21 20 23 38 33 33 20 24 20 37 28 22 25 33 39 23 21 22 22 21 23 22 304 26 2077 20 20
leaf_count=29 27 23 25 21 20 23 38 33 33 20 24 20 37 28 22 25 33 39 23 21 22 22 21 23 22 304 26 2077 20 20
internal_value=0 5.13847e-08 -6.71137e-07 -2.92082e-07 6.21663e-08 4.003e-07 -5.63505e-08 7.5289e-07 -1.9993e-07 8.89595e-09 -1.21216e-06 -3.74445e-06 3.67262e-08 9.00075e-09 3.48366e-08 1.56591e-08 3.91728e-08 1.12508e-06 -2.8722e-07 -4.58767e-10 -1.77797e-06 4.45816e-07 4.50645e-08 1.89687e-06 -1.49208e-06 -7.45823e-09 2.79314e-08 -6.61915e-08 6.0334e-07 4.08225e-06
internal_weight=0 2899 222 197 176 156 133 104 71 2872 64 40 2808 2771 2743 2720 2698 95 62 2603 65 44 2538 70 45 2468 2447 2103 344 40
internal_count=3121 2899 222 197 176 156 133 104 71 2872 64 40 2808 2771 2743 2720 2698 95 62 2603 65 44 2538 70 45 2468 2447 2103 344 40
is_linear=0
shrinkage=0.1


Tree=6810
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1210 1210 402 403 484 481 50 52 13 52 3 402 1210 12 52 403 401 402 132 131 482 133 13 12 484 2 160
split_gain=9.33021e-09 1.25748e-08 1.27686e-08 2.72786e-08 1.78494e-08 1.00331e-08 1.22711e-08 1.13094e-07 1.86468e-07 7.06411e-08 5.00075e-08 6.75528e-08 2.44557e-08 2.35196e-08 3.59099e-08 6.14946e-08 3.53257e-08 3.49281e-08 1.97868e-08 1.57639e-08 2.14813e-08 1.5074e-08 2.30537e-08 2.29144e-08 2.27737e-08 3.06823e-08 5.1147e-08 3.01641e-08 2.51833e-08 2.21218e-08
threshold=0.12461500000000002 0.10837500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 0.13775000000000001 -0.084339999999999984 -0.081614999999999979 -0.081614999999999979 0.091320000000000012 0.10611000000000001 -0.086919999999999983 -0.092399999999999982 -0.083489999999999995 -0.092414999999999983 -1.0000000180025095e-35 0.089085000000000011 0.08257500000000001 -0.083259999999999987 -0.46360499999999999 -0.10234999999999998 0.11077500000000003 0.11863000000000001 0.12191 0.10275500000000001 -0.06884499999999999 0.10806000000000002 -0.055809999999999992 0.096540000000000015 -0.54913999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -9 10 11 -10 -13 14 16 -16 -14 -15 -8 -20 -21 22 23 24 29 28 -27 -28 -26 -22
right_child=-2 -3 -4 4 5 -7 18 8 9 -11 -12 12 13 17 15 -17 -18 -19 19 20 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=3.2429185243752451e-06 -2.1529567129618953e-06 2.343422374906368e-06 -1.9599974469504863e-06 -2.8480978719678456e-06 -6.2761771914665594e-06 -2.1673852123577879e-06 -3.0409637030392002e-06 9.6734454097674206e-06 4.4514928971592681e-06 4.7985282904075141e-06 -3.4165810126442246e-06 3.1792026013022226e-06 -4.5596020998817507e-06 -4.6539123625438533e-07 6.1237725844875973e-06 6.426547741690776e-08 9.8534202606970223e-07 -5.4408538398136097e-06 -2.1678465306168245e-06 2.8053629345473991e-06 2.3452703169368762e-06 2.030066393672314e-06 -3.4412396462357718e-06 3.2567989808826714e-06 -1.1298284970079669e-06 2.9085972986355476e-06 3.7927645166746517e-07 -5.1129094617863304e-06 -5.1796271934888085e-06 -2.7388895950344131e-08
leaf_weight=26 20 23 33 22 23 21 22 23 36 33 39 20 27 43 20 103 20 21 34 27 40 35 20 21 34 34 20 20 28 2233
leaf_count=26 20 23 33 22 23 21 22 23 36 33 39 20 27 43 20 103 20 21 34 27 40 35 20 21 34 34 20 20 28 2233
internal_value=0 1.38821e-08 -3.52517e-09 1.7678e-08 -1.00982e-08 1.07346e-08 2.61044e-08 5.35545e-07 9.42479e-07 3.87749e-07 -5.46694e-08 3.9745e-07 -1.77139e-07 -4.64006e-07 1.51132e-07 1.04955e-06 -2.20005e-06 -2.09796e-06 -5.48347e-08 -2.90316e-08 -8.26296e-11 -3.05643e-08 -6.00019e-08 -3.21728e-08 -6.08438e-08 -1.31782e-06 5.70223e-08 -2.36682e-06 -2.95877e-06 1.43649e-08
internal_weight=0 3101 3078 3045 3019 2997 2976 408 385 362 329 290 254 234 170 123 47 64 2568 2546 2512 2485 2450 2430 2409 136 74 40 62 2273
internal_count=3121 3101 3078 3045 3019 2997 2976 408 385 362 329 290 254 234 170 123 47 64 2568 2546 2512 2485 2450 2430 2409 136 74 40 62 2273
is_linear=0
shrinkage=0.1


Tree=6811
num_leaves=31
num_cat=0
split_feature=1204 1185 393 13 130 2 39 12 0 11 33 47 47 47 42 42 1374 151 0 0 1213 42 1213 42 42 156 160 0 50 51
split_gain=8.92009e-09 1.0078e-08 1.56002e-08 8.84482e-09 1.17587e-07 4.92408e-08 3.82991e-08 1.50938e-08 1.76595e-08 1.38448e-08 2.37205e-08 1.8145e-08 1.25225e-07 1.00189e-07 1.44277e-08 1.12354e-07 7.36507e-08 5.88804e-08 4.09506e-08 1.31573e-07 1.07399e-07 6.68362e-08 2.66322e-07 1.3425e-07 1.29337e-07 6.04524e-08 7.13159e-08 5.38843e-08 4.29317e-08 5.45367e-08
threshold=0.053645000000000005 -0.10973499999999999 0.10856500000000001 0.24813000000000004 -0.23123999999999997 0.31358000000000003 0.098220000000000016 0.090995000000000006 -0.083554999999999977 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.096475000000000019 0.091210000000000013 0.083715000000000026 0.083995000000000014 0.088460000000000011 -0.29526499999999994 -0.086934999999999985 -0.087414999999999979 0.04198000000000001 0.087505000000000013 -0.085049999999999987 0.087825000000000014 0.087075000000000014 0.087465000000000015 -0.0060599999999999994 -0.087974999999999984 0.10450500000000001 0.11381000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 9 7 -5 -9 -6 -11 13 -13 14 17 -16 18 -12 19 20 27 22 -20 -23 25 26 -24 28 -17 -30
right_child=-2 2 -4 6 5 -7 -8 8 -10 10 11 12 -14 -15 15 16 -18 -19 21 -21 -22 23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.25417616093182e-06 1.7160168319681664e-06 7.4598618149528715e-06 2.0673397633193721e-06 2.0086896438005382e-06 2.3830261464278618e-06 -4.1500273647247458e-06 -4.8638448731708198e-06 9.8597772747503445e-07 -2.8916729566693296e-06 -2.9788309057544717e-06 -5.5183975703022009e-06 8.1803471792747068e-06 1.7588984108124997e-07 -7.1379073960997627e-06 5.6393731213304546e-06 2.9472003930095527e-07 -4.9337846372383934e-06 -1.7943761347183623e-07 1.0558410050975909e-05 -7.2872126610588709e-06 6.7705756843376251e-06 -7.9537557428466244e-06 -4.2354500725612835e-06 3.7244937754424233e-07 -7.0202246911321719e-06 5.7339074524114562e-06 2.2300290789120233e-06 -5.2739363779793443e-06 -5.9864113609364725e-06 4.3031780198641801e-07
leaf_weight=20 30 21 36 26 24 29 20 23 24 27 21 21 282 20 37 250 29 1263 32 28 21 20 24 610 20 28 59 23 27 26
leaf_count=20 30 21 36 26 24 29 20 23 24 27 21 21 282 20 37 250 29 1263 32 28 21 20 24 610 20 28 59 23 27 26
internal_value=0 -1.66751e-08 -2.10326e-09 -2.66502e-08 3.70166e-09 -4.9903e-08 -9.86813e-07 7.53872e-08 -9.94099e-07 -8.78839e-09 -2.88036e-08 -7.67408e-10 7.30654e-07 -8.80884e-08 -3.2093e-08 2.12079e-07 4.43183e-08 -2.66757e-07 1.67918e-07 -6.93134e-07 -1.61047e-07 5.751e-07 2.37997e-06 1.08125e-07 3.82182e-07 1.71595e-06 3.60493e-07 -6.07562e-07 -2.53349e-07 -2.83858e-06
internal_weight=0 3091 3071 3035 2942 2921 93 73 47 2892 2868 2841 303 2538 2518 1234 1197 1284 1168 375 347 793 163 630 131 111 83 326 303 53
internal_count=3121 3091 3071 3035 2942 2921 93 73 47 2892 2868 2841 303 2538 2518 1234 1197 1284 1168 375 347 793 163 630 131 111 83 326 303 53
is_linear=0
shrinkage=0.1


Tree=6812
num_leaves=31
num_cat=0
split_feature=130 121 33 40 124 2 97 34 11 16 44 472 13 455 12 133 147 148 160 160 3 150 2 0 42 49 52 4 151 3
split_gain=1.30137e-08 2.77129e-08 1.17495e-08 9.90794e-09 9.60632e-09 2.90993e-08 2.34532e-08 3.63102e-08 3.64965e-08 1.70964e-08 1.22864e-08 3.44664e-08 1.23123e-08 1.35135e-08 1.52673e-08 4.55258e-08 2.60287e-08 2.26929e-08 1.64445e-08 6.69208e-08 5.54722e-08 9.62705e-08 8.42247e-08 5.77828e-08 6.33528e-08 6.38823e-08 3.34377e-08 4.11591e-08 3.23194e-08 3.35689e-08
threshold=-0.23647499999999996 -0.088279999999999983 -0.0066799999999999993 0.13899500000000004 -0.086844999999999992 0.092875000000000013 -0.083924999999999986 -0.08786999999999999 -1.0000000180025095e-35 -0.0098449999999999979 0.099360000000000018 0.087430000000000022 -0.53104499999999988 0.090605000000000019 0.12757000000000002 0.017095000000000003 0.099230000000000013 1.0000000180025095e-35 0.081905000000000019 0.062030000000000009 0.096675000000000011 0.088380000000000014 0.10912000000000001 -0.070889999999999995 -0.090989999999999988 -0.012404999999999998 0.008405000000000001 -0.073934999999999987 -0.085604999999999987 -0.081644999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 9 -6 -8 -9 -4 11 12 -10 14 16 -16 17 18 19 -14 21 22 23 24 -20 -26 27 -27 -29 -30
right_child=1 2 3 -5 6 -7 7 8 10 -11 -12 -13 13 -15 15 -17 -18 -19 20 -21 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-2.5426684956642021e-06 3.3323865482088876e-06 1.8662115976577766e-06 5.0192524724934635e-06 -2.0134838077865426e-06 -3.4566619206088945e-06 -8.8878890723301597e-07 4.1226707729774284e-06 -4.2042722855382766e-06 2.137067814636304e-06 9.3399512190371434e-07 -2.0333771782314139e-06 4.0372565958283047e-06 -3.6318877895429313e-09 1.8492825138555664e-06 -4.3358605270690704e-06 1.0836886256202566e-06 2.7104364893576157e-06 -2.9583887076703971e-06 3.4376560915916349e-06 5.5380742527301091e-06 -4.3555312320652756e-06 5.6877403623332163e-06 4.1812269845801595e-06 -5.257986688721918e-06 -5.1588163985702285e-06 -5.116592796229191e-06 2.3083057129724696e-06 -3.6257596234247017e-06 3.5949470149996795e-06 -1.3534483159595577e-06
leaf_weight=20 25 33 20 25 20 39 21 21 26 21 30 21 2292 37 31 31 34 27 30 22 37 25 30 34 38 23 32 21 26 29
leaf_count=20 25 33 20 25 20 39 21 21 26 21 30 21 2292 37 31 31 34 27 30 22 37 25 30 34 38 23 32 21 26 29
internal_value=0 1.6398e-08 -1.05525e-08 -3.09052e-08 -1.44823e-08 1.0667e-06 -4.39223e-08 -2.05313e-08 -5.05649e-08 2.9268e-06 -2.02353e-08 9.8544e-10 -2.90187e-08 -4.91395e-08 -7.4571e-08 -1.62609e-06 -3.89436e-08 -7.4007e-08 -4.44964e-08 4.9055e-08 -7.10583e-07 -2.42308e-07 -8.06001e-07 -1.44813e-06 -7.97204e-07 -1.54895e-06 -5.01818e-07 -1.41014e-06 -2.88452e-07 9.85793e-07
internal_weight=0 3101 3076 3043 3018 80 2938 2918 2897 41 2876 2846 2825 2799 2762 62 2700 2666 2639 2314 325 288 263 233 199 169 131 99 76 55
internal_count=3121 3101 3076 3043 3018 80 2938 2918 2897 41 2876 2846 2825 2799 2762 62 2700 2666 2639 2314 325 288 263 233 199 169 131 99 76 55
is_linear=0
shrinkage=0.1


Tree=6813
num_leaves=31
num_cat=0
split_feature=130 12 46 46 1426 1426 47 0 47 3 47 1 13 160 13 484 1 124 1428 1375 150 49 1348 0 149 1374 3 51 49 52
split_gain=1.05411e-08 2.42008e-08 8.84633e-09 1.59859e-08 1.24363e-08 1.24524e-08 1.2618e-08 8.89343e-08 2.73161e-07 1.15299e-07 6.42888e-08 1.857e-08 1.52661e-08 2.65073e-08 2.66237e-08 2.03792e-08 1.94174e-08 1.23286e-08 1.21649e-08 1.35006e-08 1.92644e-08 8.35785e-08 3.62691e-08 1.90847e-08 1.63245e-08 1.57931e-08 1.81724e-08 4.22437e-08 7.8323e-08 5.56291e-08
threshold=-0.23647499999999996 0.23631000000000002 0.10987500000000001 0.083550000000000013 -0.094284999999999994 -0.061919999999999996 0.092165000000000011 -0.10224499999999999 0.10589000000000001 -1.0000000180025095e-35 0.088915000000000008 0.111945 0.0049450000000000006 -0.016279999999999996 -0.080759999999999985 -0.063689999999999983 0.11061500000000002 0.10634000000000002 0.087445000000000009 -0.42089999999999994 0.12416000000000001 -0.043469999999999995 -0.047944999999999995 -0.23091999999999999 0.091325000000000003 -0.096434999999999979 0.090900000000000009 0.09364500000000002 -0.078034999999999979 -0.014264999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 10 8 -8 12 17 -10 13 15 -15 -9 -16 18 19 -7 22 -22 -21 -24 25 -25 -27 28 -28 -29
right_child=1 -3 -4 -5 5 6 7 9 11 -11 -12 -13 -14 14 16 -17 -18 -19 -20 20 21 -23 23 24 -26 26 27 29 -30 -31
leaf_value=-2.28840099779859e-06 2.366878090304619e-06 3.3196500251878292e-06 1.9892259566425063e-06 -2.4922689581566936e-06 -2.0465466635262906e-06 -2.4398142443260441e-06 -1.3598025834653526e-05 2.937605171609903e-06 -2.4203865640023045e-06 6.949236374786949e-06 4.5977726967389434e-06 1.3027579882418651e-06 1.1718509657162221e-06 8.3888504844397092e-08 -1.7376821424184001e-06 -7.7892523112015831e-07 -5.5725238899353634e-06 2.4305600239434473e-06 1.7983188793034453e-06 -4.2889763835773922e-06 -2.085340608053749e-06 5.5742710142583055e-06 2.2723103894703753e-06 -2.4223076151328214e-06 -2.2908268292098913e-06 -7.2508991529231689e-08 7.2403282501909421e-06 -5.0421104750360738e-06 7.88492102073563e-07 2.0988544622468907e-06
leaf_weight=20 22 22 22 26 30 23 20 25 21 24 31 37 48 38 31 36 23 21 37 20 28 29 36 27 32 2196 22 24 130 20
leaf_count=20 22 22 22 26 30 23 20 25 21 24 31 37 48 38 31 36 23 21 37 20 28 29 36 27 32 2196 22 24 130 20
internal_value=0 1.47589e-08 -8.85512e-09 -2.32345e-08 -2.05506e-09 -1.93753e-08 1.03934e-09 -6.1058e-07 -3.52034e-06 3.98137e-07 7.02922e-08 -4.52771e-08 -3.84083e-07 -8.7222e-07 -1.944e-06 7.44243e-07 -3.37104e-06 1.72291e-08 -2.08492e-09 -2.78348e-08 -6.19848e-09 1.81165e-06 -4.75298e-08 -1.34209e-08 -4.69934e-08 -1.73106e-08 9.83607e-09 9.32437e-07 1.72231e-06 -1.79622e-06
internal_weight=0 3101 3079 3057 3031 3009 2979 303 78 225 2676 58 201 153 92 61 54 2645 2624 2587 2564 57 2507 2487 2451 2419 2392 196 152 44
internal_count=3121 3101 3079 3057 3031 3009 2979 303 78 225 2676 58 201 153 92 61 54 2645 2624 2587 2564 57 2507 2487 2451 2419 2392 196 152 44
is_linear=0
shrinkage=0.1


Tree=6814
num_leaves=31
num_cat=0
split_feature=12 130 156 472 1429 475 475 15 1456 4 1429 147 448 48 147 160 12 2 4 2 1 16 2 2 4 160 4 4 12 151
split_gain=1.05332e-08 2.12201e-08 8.86859e-09 1.60229e-08 1.17832e-08 1.43718e-08 1.27185e-08 1.36468e-08 1.2501e-08 3.54978e-08 2.36652e-08 1.60286e-08 3.2938e-08 2.4734e-08 1.65298e-08 1.34798e-08 5.03425e-08 6.67081e-08 4.41102e-08 1.10907e-07 6.57113e-08 5.79408e-08 1.61597e-07 4.44964e-08 5.94119e-08 2.51644e-08 6.04171e-08 5.61219e-08 2.17464e-08 1.94779e-08
threshold=0.23631000000000002 -0.22461999999999996 0.3248100000000001 -0.097514999999999977 0.12387000000000002 -0.41754499999999994 -0.10664 0.17980000000000004 0.11510000000000002 0.022185000000000003 0.11023000000000001 0.097985000000000017 1.0000000180025095e-35 -0.09386499999999999 0.090755000000000016 0.086325000000000013 0.089570000000000025 0.10613000000000002 0.033845000000000007 0.10584500000000001 0.10887500000000001 -0.021269999999999997 0.089885000000000007 0.086100000000000024 -0.022844999999999997 0.066685000000000008 -0.012889999999999999 1.0000000180025095e-35 0.094435000000000005 0.015440000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 8 10 -10 11 12 13 -8 15 25 18 28 20 -20 21 22 -17 -23 -25 29 -27 -28 -18 -15
right_child=-2 2 -4 4 -6 6 7 -9 9 -11 -12 -13 -14 14 -16 16 17 -19 19 -21 -22 23 -24 24 -26 26 27 -29 -30 -31
leaf_value=2.8070279911305451e-06 -2.1321131345940635e-06 2.8271943369873046e-06 -1.9649921875458424e-06 2.3919470313558122e-06 -2.3184615141179746e-06 -1.9986236287294901e-06 -3.2908858538180741e-06 1.8639822720172398e-06 4.4655318625721272e-06 -1.3554873754628718e-06 -3.4720405483312789e-06 -2.1783691462427243e-06 3.7747434283158764e-06 -5.2073102282760342e-08 2.796949192564907e-06 2.1881466591366914e-06 2.2230373425762601e-06 6.5692050156940247e-06 -6.5933225934194138e-07 -9.5598380583050184e-06 4.4427130551807554e-06 -3.2184559010299081e-06 -1.0102429502259602e-05 5.9910239588134572e-06 -4.5787528563323576e-07 -1.6076664455308025e-06 8.1946131206223079e-06 7.0315866537384866e-07 -1.9727068562739682e-06 1.4639795323164021e-06
leaf_weight=27 23 20 23 25 22 32 23 39 22 20 20 34 23 2291 21 20 21 20 42 21 23 30 23 20 50 28 20 20 30 88
leaf_count=27 23 20 23 25 22 32 23 39 22 20 20 34 23 2291 21 20 21 20 42 21 23 30 23 20 50 28 20 20 30 88
internal_value=0 1.58277e-08 -8.71237e-09 6.04958e-09 -1.25841e-08 4.29188e-09 -1.57321e-08 5.78456e-09 -1.91191e-08 1.69362e-06 -4.4201e-08 -2.01291e-08 5.94768e-09 -2.51101e-08 2.02603e-09 -1.93403e-08 -6.51998e-07 1.67446e-06 -1.3733e-06 -3.62617e-06 -5.18298e-07 -1.31622e-06 -4.38588e-06 3.73038e-09 1.38467e-06 5.82229e-08 1.95501e-06 4.44889e-06 -2.45047e-07 4.00619e-09
internal_weight=0 3098 3071 3048 3028 3006 2981 2949 2910 42 2868 2848 2814 2791 2768 2747 300 71 229 63 166 143 43 100 70 2447 68 40 51 2379
internal_count=3121 3098 3071 3048 3028 3006 2981 2949 2910 42 2868 2848 2814 2791 2768 2747 300 71 229 63 166 143 43 100 70 2447 68 40 51 2379
is_linear=0
shrinkage=0.1


Tree=6815
num_leaves=31
num_cat=0
split_feature=130 10 0 40 2 45 15 15 1 1 15 402 45 2 3 13 16 47 2 43 40 133 3 12 12 10 159 0 132 50
split_gain=1.07929e-08 2.26719e-08 3.55837e-08 3.07666e-08 1.77651e-08 2.06616e-08 9.96498e-09 6.3212e-08 5.49166e-08 6.83746e-07 3.25042e-07 3.54029e-08 2.48925e-08 2.34598e-08 3.6382e-08 2.4753e-08 3.97433e-08 3.64203e-08 2.29392e-08 4.96417e-08 3.54319e-08 4.5818e-08 4.09001e-08 7.29505e-08 8.67991e-08 2.25082e-08 2.00196e-08 1.86782e-08 1.84813e-08 2.87596e-07
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 -0.10203999999999998 -0.099734999999999976 0.092695000000000013 0.096575000000000008 -0.10653 0.094750000000000015 0.094030000000000016 0.084145000000000011 -0.0063699999999999989 -0.10278499999999999 -0.11118499999999999 0.090280000000000013 0.13404500000000005 -0.050459999999999998 -0.07632499999999999 0.087495000000000003 0.10299500000000002 0.051320000000000005 -0.087484999999999993 0.0036750000000000007 0.10497500000000001 -0.091354999999999978 -0.083284999999999984 0.10022000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 8 -8 10 -10 13 18 25 -7 15 -15 -17 -18 20 -20 21 -11 23 24 -22 28 -21 -19 29 -9
right_child=1 3 -4 4 -6 6 7 12 9 11 -12 -13 -14 14 -16 16 17 27 19 26 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.3155680543140991e-06 -5.2413497542147525e-07 -3.8308406016897483e-06 5.3696334634878437e-06 -3.2136678623828635e-06 2.9084584704313393e-06 -2.4386744229332183e-06 -5.1786232411643597e-06 -5.636120632917457e-07 1.9127895520796303e-05 4.691008082399354e-06 -1.297610926485504e-05 -4.0453032389109468e-06 -3.5351759174773177e-06 3.3762155494927855e-06 4.7907301818451659e-06 -3.4047124408213374e-06 3.4800093491327289e-06 -2.9333387759755212e-06 5.5392964147434522e-06 -1.3136045014997915e-06 -4.4842179899465665e-07 -1.0297560469853448e-06 1.1820224865270272e-06 6.1300832207851319e-07 -9.1692329810939575e-06 2.6418646513093337e-06 2.5715127151215712e-06 9.7880640842399421e-07 -1.0256948224191442e-07 1.2233657155320545e-05
leaf_weight=20 21 21 20 20 21 24 24 144 20 28 20 20 20 22 21 30 32 23 24 36 21 28 48 41 25 32 21 26 2248 20
leaf_count=20 21 21 20 20 21 24 24 144 20 28 20 20 20 22 21 30 32 23 24 36 21 28 48 41 25 32 21 26 2248 20
internal_value=0 1.49326e-08 2.35087e-06 -1.6366e-08 9.99271e-09 -1.01755e-08 1.11953e-08 -7.13481e-08 4.13878e-07 1.24053e-06 -8.88723e-07 1.53659e-08 -2.16019e-08 4.6941e-07 9.22618e-07 3.11863e-07 -2.95486e-07 8.5608e-07 3.13945e-07 1.72414e-06 -2.84095e-07 1.83063e-06 -1.16131e-06 -2.45419e-06 -5.18799e-06 7.15077e-09 1.17754e-07 -8.57507e-07 -2.7804e-08 9.97031e-07
internal_weight=0 3101 41 3060 3039 3018 2998 2488 510 312 198 292 2464 178 154 133 111 81 272 81 191 56 135 87 46 2444 57 49 2412 164
internal_count=3121 3101 41 3060 3039 3018 2998 2488 510 312 198 292 2464 178 154 133 111 81 272 81 191 56 135 87 46 2444 57 49 2412 164
is_linear=0
shrinkage=0.1


Tree=6816
num_leaves=31
num_cat=0
split_feature=142 11 34 13 34 1 9 10 2 16 147 147 40 15 4 123 48 455 148 148 448 123 133 52 12 1 1 38 13 12
split_gain=1.00103e-08 1.80964e-08 1.3251e-08 3.2005e-08 1.58648e-08 4.7377e-08 2.82292e-08 3.9599e-08 2.90752e-08 9.10877e-08 1.55716e-08 2.02636e-08 1.22156e-08 2.06898e-08 1.63995e-08 1.45266e-08 1.31026e-08 1.23467e-08 1.75701e-08 2.68775e-08 1.86749e-08 1.08463e-08 2.13113e-08 2.01201e-08 1.54817e-08 3.39477e-08 4.89583e-08 2.09579e-08 1.57966e-08 8.03013e-08
threshold=-0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.11146500000000002 0.091600000000000015 0.094860000000000014 -1.0000000180025095e-35 -0.056919999999999991 0.099730000000000027 0.093875000000000014 -0.24290999999999999 -0.5556049999999999 0.51388000000000011 0.11679000000000002 -0.091489999999999974 0.093680000000000013 -0.098399999999999974 -0.085409999999999986 -0.067634999999999987 0.086445000000000008 0.088625000000000009 -0.078224999999999975 -0.064509999999999984 0.10658000000000002 0.093575000000000019 1.0000000180025095e-35 -0.17933499999999997 0.086655000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 8 -8 9 -6 11 12 -10 -14 15 16 -15 18 -18 -20 -21 24 23 -23 25 26 27 -22 29 -26
right_child=1 2 4 -5 6 -7 7 -9 10 -11 -12 -13 13 14 -16 -17 17 -19 19 20 21 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=2.0344194126664663e-06 -2.8736017260267879e-06 1.2823437797041235e-06 5.5681566294651935e-06 -3.7757089052288866e-06 -1.7269140054546977e-06 -7.1522119715912908e-07 -5.6477436590371545e-06 4.231856908373547e-07 -2.4623286572023064e-06 7.1813256557685568e-06 2.2286349950527733e-06 -2.8592414055310658e-06 2.8818158564263286e-06 2.0053688935206538e-06 -2.4157783790152672e-06 2.3247420872225861e-06 -2.6876901256400742e-06 2.3851777617286039e-06 3.5391680046900764e-06 -2.2245931468671934e-06 4.0407490416782824e-06 -4.782521190378475e-06 1.4265995074228243e-06 -7.8530911831448445e-07 -4.3918761375174477e-06 4.2652241888761102e-06 -3.580433110054552e-06 -1.3835897050284984e-07 1.1801089296630554e-08 2.0936894452461276e-06
leaf_weight=24 22 22 20 29 24 30 21 22 20 22 31 25 25 32 28 27 25 21 21 39 24 20 22 34 42 27 24 24 2339 35
leaf_count=24 22 22 20 29 24 30 21 22 20 22 31 25 25 32 28 27 25 21 21 39 24 20 22 34 42 27 24 24 2339 35
internal_value=0 -1.57692e-08 4.67706e-09 -1.5938e-06 3.16356e-08 1.79813e-06 1.9366e-09 -2.54169e-06 3.92535e-08 2.53355e-06 -5.16898e-10 -2.47298e-08 3.18876e-10 1.78529e-08 -7.8652e-09 1.65984e-08 -6.2378e-09 -3.01056e-08 -4.90596e-08 -2.41763e-08 -5.26288e-08 -1.99362e-08 -1.19692e-06 -2.26576e-06 1.56307e-08 1.24129e-06 1.07319e-07 1.9512e-06 -3.45931e-08 -1.44389e-06
internal_weight=0 3097 3075 51 3024 50 2974 43 2931 46 2885 2854 2829 2809 2784 2756 2729 2697 2676 2651 2630 2591 76 54 2515 99 72 48 2416 77
internal_count=3121 3097 3075 51 3024 50 2974 43 2931 46 2885 2854 2829 2809 2784 2756 2729 2697 2676 2651 2630 2591 76 54 2515 99 72 48 2416 77
is_linear=0
shrinkage=0.1


Tree=6817
num_leaves=31
num_cat=0
split_feature=1429 156 1429 157 1429 1429 471 471 474 156 156 156 156 16 1371 156 156 13 2 3 156 97 97 9 45 13 13 52 34 9
split_gain=1.01932e-08 3.28717e-08 1.24999e-08 5.08646e-08 1.73802e-08 1.32961e-08 1.51682e-08 4.41295e-08 1.37328e-08 1.95856e-08 3.32793e-08 3.9096e-08 3.5458e-08 1.55375e-07 3.65185e-08 3.72992e-08 2.59816e-08 1.71275e-08 2.16611e-08 5.30924e-08 1.65514e-08 1.74148e-08 2.48366e-08 3.51818e-08 2.00655e-08 1.99766e-08 4.21153e-08 3.75654e-08 2.6898e-08 4.52878e-08
threshold=-0.23752499999999996 0.32523500000000005 -0.084934999999999997 -0.049319999999999996 -0.060529999999999994 -0.011139999999999999 0.093375000000000014 0.10338500000000002 0.11421000000000002 0.092820000000000014 0.090170000000000014 0.089090000000000016 0.087515000000000009 -0.0087049999999999992 0.083235000000000017 0.086340000000000014 0.10011500000000002 0.06370000000000002 0.095040000000000013 -0.071329999999999991 0.083310000000000009 -0.085969999999999977 -0.0047149999999999996 -0.036024999999999995 0.094030000000000016 -0.42195999999999995 -0.40078499999999995 -0.07167999999999998 -0.057544999999999992 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 8 -8 9 10 11 12 14 -14 15 20 -11 18 -18 -20 21 -7 -23 -24 25 27 -27 -25 -28 -30
right_child=1 -3 4 -5 5 6 7 -9 -10 16 -12 -13 13 -15 -16 -17 17 -19 19 -21 -22 22 23 24 -26 26 28 -29 29 -31
leaf_value=-2.14490695394819e-06 1.0258548612792736e-06 4.0562394201515423e-06 2.1127754805023031e-06 -5.3482449878910784e-06 -2.4613065368777659e-06 -2.8434390949107844e-06 5.0300739545150465e-06 -1.234557277771471e-06 -2.6332796176120608e-06 3.7376223584336305e-06 -3.0854457015215713e-06 4.2731231826023542e-06 -7.8740101967182624e-06 3.1842894571809668e-06 3.2481428226727826e-06 -3.616797252154105e-06 -9.5382496504549235e-07 -2.0733471347708392e-06 5.9578759211707741e-06 -4.4877161854390402e-08 2.0079835519482003e-06 2.6667704683886234e-06 -4.2316534972997038e-06 -5.3079117452625728e-06 -2.6822195422937513e-06 4.5194952284483792e-06 3.2196459444505235e-06 -2.4700219447802076e-07 3.6782054923489333e-08 -3.811270770007292e-06
leaf_weight=22 31 20 39 21 22 22 22 23 20 30 36 21 27 24 34 29 36 22 23 41 40 34 20 20 28 21 26 55 2281 31
leaf_count=22 31 20 39 21 22 22 22 23 20 30 36 21 27 24 34 29 36 22 23 41 40 34 20 20 28 21 26 55 2281 31
internal_value=0 1.52282e-08 -1.10206e-08 -1.5483e-06 1.53879e-08 -1.19876e-08 6.17992e-09 1.82815e-06 -2.18888e-08 -3.88541e-09 -6.49837e-08 -2.49038e-08 -5.84323e-08 -2.6701e-06 -7.9986e-09 -5.04646e-08 1.10111e-06 4.52786e-07 1.00853e-06 2.11236e-06 -1.03468e-08 -4.21566e-08 -1.7662e-08 -5.44351e-08 -2.05016e-08 1.0118e-08 6.11999e-08 -1.59658e-06 2.11554e-08 -1.48138e-08
internal_weight=0 3099 3079 52 3027 2988 2966 45 2921 2901 2749 2713 2692 51 2641 2607 152 122 100 64 2578 2538 2516 2482 2462 2434 2359 75 2338 2312
internal_count=3121 3099 3079 52 3027 2988 2966 45 2921 2901 2749 2713 2692 51 2641 2607 152 122 100 64 2578 2538 2516 2482 2462 2434 2359 75 2338 2312
is_linear=0
shrinkage=0.1


Tree=6818
num_leaves=31
num_cat=0
split_feature=46 49 475 15 49 151 475 2 133 52 2 0 16 16 151 150 447 474 12 4 474 1456 14 157 13 12 1 52 456 456
split_gain=1.14083e-08 1.30484e-08 4.51276e-08 6.96266e-08 2.86862e-08 3.40492e-08 3.1522e-08 2.69582e-08 2.86275e-08 9.52703e-08 5.26353e-08 1.14486e-07 2.81514e-08 1.99876e-08 1.59312e-08 4.51219e-08 1.57984e-08 1.41771e-08 5.40337e-08 6.53144e-08 4.02322e-08 2.54879e-08 2.38844e-08 4.80372e-08 4.21621e-08 1.89534e-08 2.89864e-08 5.25063e-08 2.26609e-08 5.95313e-08
threshold=0.10987500000000001 0.097940000000000013 -0.085774999999999976 -0.026084999999999994 0.10247500000000002 -0.52488999999999986 0.05680000000000001 0.14753000000000002 0.090665000000000009 -0.11592499999999999 0.11510000000000002 -0.069954999999999976 -0.029084999999999996 -0.052894999999999991 -0.10737499999999998 0.10348 0.094580000000000011 0.090440000000000006 0.09857500000000001 -0.041644999999999995 0.089130000000000015 0.10959500000000001 -0.23960999999999996 -0.081579999999999986 -0.07965499999999999 0.12069000000000002 0.13743000000000002 0.008405000000000001 0.088285000000000016 0.087635000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 4 -4 -6 7 8 10 -10 11 13 -11 -7 15 -1 17 20 19 -19 21 25 -21 -24 -25 28 27 -27 29 -16
right_child=-2 2 3 -5 5 6 -8 -9 9 12 -12 -13 -14 -15 16 -17 -18 18 -20 22 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-1.7134025139853295e-07 2.2691561313918514e-06 -4.775153333487955e-06 -3.5096329762988413e-06 4.4860044291843751e-06 -3.8978448401394422e-06 -9.9860012260871205e-07 -3.7238420840627186e-06 -3.0780427009414694e-06 7.9540109038048065e-06 2.55891497586576e-06 3.1914976101260816e-06 -8.1189355718436218e-06 -2.2600617150466727e-06 2.286028749409752e-06 3.7454919881066603e-08 5.1805379905050838e-06 -2.2643352675307447e-06 -6.6360466627718949e-06 3.9081556332121178e-06 1.6871441010651679e-06 4.0124021989658315e-06 -3.2553133668562114e-06 2.137346560313903e-06 -9.6642720642382223e-07 -6.9346545430803985e-06 5.3092263750145592e-06 -1.5210887258118337e-06 -6.6051067663535766e-07 2.0071822917631371e-06 -5.3112080812362757e-06
leaf_weight=50 22 24 33 28 25 44 21 21 21 22 34 20 27 32 2290 23 30 22 20 31 26 23 23 29 20 34 22 26 57 21
leaf_count=50 22 24 33 28 25 44 21 21 21 22 34 20 27 32 2290 23 30 22 20 31 26 23 23 29 20 34 22 26 57 21
internal_value=0 -1.61035e-08 -5.89329e-07 -2.83049e-07 -7.28161e-07 -3.84383e-07 -2.14222e-08 3.30391e-07 6.88277e-07 2.3187e-06 -1.89641e-07 -1.38713e-06 -9.64395e-08 3.84402e-07 5.73494e-08 1.51487e-06 1.75593e-08 4.34507e-08 -9.17855e-07 -1.69002e-06 9.92287e-08 5.80874e-08 -6.33583e-07 -1.63278e-06 -3.40244e-06 8.91928e-08 1.58386e-06 2.72234e-06 3.74349e-08 -1.11482e-08
internal_weight=0 3099 352 328 300 267 242 221 200 70 130 96 49 76 2747 73 2674 2644 145 125 2499 2473 103 72 49 2450 82 60 2368 2311
internal_count=3121 3099 352 328 300 267 242 221 200 70 130 96 49 76 2747 73 2674 2644 145 125 2499 2473 103 72 49 2450 82 60 2368 2311
is_linear=0
shrinkage=0.1


Tree=6819
num_leaves=31
num_cat=0
split_feature=1429 474 157 475 43 1456 4 1429 483 479 2 15 15 15 15 133 15 52 1210 1 160 1 42 2 402 43 133 13 13 15
split_gain=1.06363e-08 2.41018e-08 1.86634e-08 1.23547e-08 1.78453e-08 1.15912e-08 2.77163e-08 1.91551e-08 1.35593e-08 1.66287e-08 7.63156e-08 1.43744e-08 7.42149e-08 4.37399e-08 6.35268e-08 4.49256e-08 4.3514e-08 7.17195e-08 3.73073e-08 4.3529e-08 1.62823e-07 1.35734e-07 3.74779e-08 3.92815e-08 3.61318e-08 4.81762e-08 7.71969e-08 6.95057e-08 4.30695e-08 2.6324e-08
threshold=0.12521000000000002 -0.45463999999999999 0.32331500000000007 -0.10664 -0.076484999999999984 0.11510000000000002 0.022185000000000003 0.11023000000000001 -0.47181499999999993 0.097110000000000016 0.092120000000000021 0.094425000000000023 0.095575000000000007 0.092400000000000024 0.091650000000000023 -0.0042999999999999991 0.090750000000000011 0.016565000000000003 -0.061049999999999993 0.092945000000000014 -0.46009499999999998 0.096125000000000016 0.096235000000000015 0.10060500000000001 -0.44724499999999995 -0.036954999999999995 -0.12788999999999998 -0.061684999999999997 -0.077799999999999994 0.089740000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 8 -5 11 -11 13 -13 14 16 -15 29 -18 -14 20 -20 -21 23 -23 -22 28 -27 -28 -26 -10
right_child=-2 2 -4 5 -6 6 -8 -9 9 10 -12 12 18 15 -16 -17 17 -19 19 21 24 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-3.3911082953506722e-06 2.2987200088664396e-06 2.4709574732995069e-07 2.9791855384684952e-06 2.3774477133050217e-06 -3.6958744265741027e-06 4.1116061811149763e-06 -1.0319779244127858e-06 -3.0950118670602935e-06 -4.6089776307306405e-08 1.7242146137519399e-06 -5.3584661878662232e-06 5.29852448585922e-06 -3.8010553349853249e-06 -6.3514641707032842e-06 4.430817740797011e-06 -4.8120021389763679e-07 -7.057527660514967e-06 7.569169980570223e-07 9.6984803695661321e-06 -8.1288764456324077e-06 -3.6396137352312512e-06 -4.1045907020513065e-06 2.8625437451177188e-06 1.6786807908947989e-06 -4.1928636889039168e-06 -2.5220202448136581e-06 8.86323142904902e-06 1.7287645094812536e-06 1.1228920538997044e-06 2.1479141465314506e-06
leaf_weight=21 20 24 21 24 22 22 20 20 2331 32 29 31 22 22 32 32 23 24 21 22 20 24 41 23 27 22 22 36 35 56
leaf_count=21 20 24 21 24 22 22 20 20 2331 32 29 31 22 22 32 32 23 24 21 22 20 24 41 23 27 22 22 36 35 56
internal_value=0 -1.48204e-08 8.19979e-09 -1.2196e-08 -1.63867e-06 1.26357e-08 1.66228e-06 -1.06847e-08 1.02189e-08 -9.19128e-09 -1.64296e-06 2.55819e-08 6.29975e-07 -5.74022e-08 4.24857e-09 -2.87279e-06 -5.39479e-08 -3.06717e-06 1.70531e-07 4.68738e-07 1.41373e-06 -1.10338e-06 6.52997e-07 -1.27448e-06 3.39777e-07 9.00254e-07 2.52178e-06 4.43494e-06 -1.19203e-06 5.38246e-09
internal_weight=0 3101 3080 3059 46 3013 42 2971 2951 2927 61 2866 346 2520 2466 54 2434 47 315 293 183 110 88 47 162 142 80 58 62 2387
internal_count=3121 3101 3080 3059 46 3013 42 2971 2951 2927 61 2866 346 2520 2466 54 2434 47 315 293 183 110 88 47 162 142 80 58 62 2387
is_linear=0
shrinkage=0.1


Tree=6820
num_leaves=31
num_cat=0
split_feature=142 11 45 1429 156 34 13 9 10 2 12 12 0 483 4 47 16 132 16 2 0 0 0 1455 482 159 474 3 13 13
split_gain=1.13494e-08 1.5276e-08 1.38919e-08 2.43949e-08 2.57375e-08 1.31835e-08 3.19274e-08 1.72285e-08 2.53305e-08 3.21067e-08 1.68069e-08 1.0416e-07 1.45357e-07 4.7153e-08 5.53275e-08 3.2845e-08 2.63726e-08 5.02202e-08 4.44784e-08 4.63391e-08 2.61241e-08 9.74758e-08 5.56903e-08 5.00776e-08 7.14441e-08 3.89948e-08 8.55356e-08 4.54342e-08 4.08506e-08 4.01338e-08
threshold=-0.057499999999999989 -0.014494999999999999 0.084355000000000013 -0.23752499999999996 0.32523500000000005 -0.085739999999999983 -0.085584999999999981 0.092410000000000006 0.053330000000000009 -0.080614999999999978 0.099815000000000015 0.10193000000000001 -0.074479999999999977 0.10143000000000001 0.27287000000000006 0.13302500000000003 -0.076669999999999988 0.089365000000000014 -0.105305 0.090175000000000019 -0.067094999999999988 -0.068604999999999985 -0.06563999999999999 0.10861000000000001 -0.29722999999999994 0.10545500000000001 0.08708500000000001 -0.022174999999999997 -0.07743499999999999 -0.14179999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 9 -7 15 12 -12 14 16 20 18 -18 -13 -20 21 23 -22 24 -11 26 28 -27 29 -24
right_child=1 2 -4 4 -6 7 -8 -9 -10 10 11 13 -14 -15 -16 -17 17 -19 19 -21 22 -23 25 -25 -26 27 -28 -29 -30 -31
leaf_value=2.1662339962110384e-06 -2.6424824390212301e-06 -3.5051273971475894e-06 1.7267626444465904e-06 1.2554801568989032e-06 3.5743100465879256e-06 3.89844833318334e-06 -3.9434093425656846e-06 2.2398497378617324e-06 -3.2596342724862858e-06 6.0490871123874965e-06 1.2822122202619954e-06 1.0795846304498138e-06 -9.497129938859747e-06 -4.5055958056846894e-06 4.5295308642120553e-06 -3.6078155469946673e-06 -1.9663642687255351e-08 4.776984911813998e-06 2.7023843527045016e-07 -5.0650056583968195e-06 5.8734259211979371e-06 -6.5057728148610254e-06 4.5173197654893982e-07 -4.0139275442167369e-06 4.2016985028598847e-08 3.790196824837722e-07 7.0114743845227751e-06 -5.696778358696975e-06 -2.0292679036948989e-08 5.9641734933393314e-06
leaf_weight=24 22 20 46 21 20 21 27 34 24 20 22 46 29 22 28 24 172 25 27 41 21 23 28 30 1969 32 22 20 236 25
leaf_count=24 22 20 46 21 20 21 27 34 24 20 22 46 29 22 28 24 172 25 27 41 21 23 28 30 1969 32 22 20 236 25
internal_value=0 -1.67838e-08 2.00172e-09 -2.41914e-08 -1.05458e-09 -2.49781e-08 -1.6689e-06 1.85227e-09 -2.43231e-08 2.60973e-09 -2.59761e-08 -6.16917e-07 -4.84722e-06 -1.92844e-08 2.71863e-07 7.33985e-08 -1.11464e-07 5.89048e-07 -1.322e-06 -2.9466e-06 1.09816e-07 -3.24865e-08 8.6654e-07 4.12558e-08 1.0242e-07 5.76885e-07 1.0007e-06 -1.95783e-06 5.43127e-07 3.05194e-06
internal_weight=0 3097 3075 3029 3009 2989 48 2941 2907 2883 2862 412 51 361 339 2450 311 197 114 68 2426 2042 384 2019 1989 363 311 52 289 53
internal_count=3121 3097 3075 3029 3009 2989 48 2941 2907 2883 2862 412 51 361 339 2450 311 197 114 68 2426 2042 384 2019 1989 363 311 52 289 53
is_linear=0
shrinkage=0.1


Tree=6821
num_leaves=31
num_cat=0
split_feature=156 475 46 44 474 49 2 475 151 49 42 49 12 12 13 51 4 39 1 12 12 16 367 49 12 49 43 49 3 49
split_gain=1.32777e-08 1.34891e-08 1.08848e-08 2.05843e-08 2.02939e-08 1.14119e-08 3.72313e-08 1.3773e-07 3.59996e-08 3.7632e-08 3.44149e-08 6.51076e-08 2.83302e-08 9.2161e-08 5.37991e-08 2.62166e-08 3.22628e-08 1.74688e-08 2.9924e-08 2.74885e-08 2.19542e-08 2.49588e-08 1.99611e-08 1.73149e-08 1.71712e-08 3.2143e-08 4.9994e-08 2.67889e-08 3.95542e-08 3.41318e-08
threshold=0.3248100000000001 0.13528000000000004 0.084955000000000017 0.10049500000000001 0.11568500000000002 0.097940000000000013 0.087015000000000023 -0.085684999999999997 -0.54279999999999984 0.10247500000000002 0.11747 0.10463500000000002 0.090285000000000018 0.094435000000000005 1.0000000180025095e-35 -0.44986999999999994 0.056795000000000005 -0.020804999999999994 0.16540500000000002 0.15120000000000003 0.12069000000000002 -0.065999999999999989 -1.0000000180025095e-35 0.14705000000000004 0.11351500000000002 0.092185000000000017 -0.077944999999999987 0.088930000000000009 -0.081459999999999991 0.08610000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 17 -7 -8 -9 -10 11 -11 14 -14 23 -15 -17 22 19 20 24 -22 -1 -13 25 27 -27 29 -29 -19
right_child=-2 -3 3 -5 -6 6 7 8 9 10 -12 12 13 15 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=9.6572495504705543e-08 -2.393814641080731e-06 2.5436037330586087e-06 3.9391672959254715e-06 -3.2805118840210178e-07 -2.8599912241134008e-06 -3.6891135604331363e-06 7.8170174455749477e-06 -4.8643370115541983e-06 -3.8467789105150842e-06 5.8064482414010862e-06 -3.7742881002858754e-06 -1.4826766201652035e-06 -7.4694256164775662e-06 -2.7431989519755007e-06 5.4501592525671842e-06 -7.2916972945117436e-07 4.6131336341659335e-06 2.9865943073855816e-08 3.695082013228271e-06 -3.3696087796116722e-06 -6.138984842792802e-08 4.5972863527703854e-06 -3.9476973281283712e-06 1.6373824042281332e-06 -1.652449849356536e-06 6.451065655141975e-06 4.8164005676803665e-07 -5.546532524714989e-06 3.4048666202579624e-07 2.5069045014996002e-06
leaf_weight=26 23 21 20 26 25 34 20 20 29 20 22 46 20 20 21 26 20 2311 23 23 23 23 23 29 57 20 47 21 25 57
leaf_count=26 23 21 20 26 25 34 20 20 29 20 22 46 20 20 21 26 20 2311 23 23 23 23 23 29 57 20 47 21 25 57
internal_value=0 1.7773e-08 5.34591e-10 1.52726e-06 -2.26358e-08 9.61644e-10 -5.56734e-07 -1.9325e-07 -7.80083e-07 -4.57217e-07 -1.83897e-08 3.90669e-07 -2.04472e-07 -1.52265e-06 9.76399e-07 2.79398e-07 1.59357e-06 6.90343e-08 1.03889e-07 7.22064e-08 1.02842e-07 2.26795e-06 -1.80176e-06 -2.76254e-07 6.36003e-08 1.03026e-07 2.26356e-06 4.30608e-08 -2.34707e-06 8.94906e-08
internal_weight=0 3098 3077 46 3031 3006 327 293 273 253 224 202 182 86 96 66 46 2679 2630 2607 2584 46 49 75 2538 2481 67 2414 46 2368
internal_count=3121 3098 3077 46 3031 3006 327 293 273 253 224 202 182 86 96 66 46 2679 2630 2607 2584 46 49 75 2538 2481 67 2414 46 2368
is_linear=0
shrinkage=0.1


Tree=6822
num_leaves=31
num_cat=0
split_feature=156 474 1211 50 1213 3 3 4 1186 1213 1213 43 390 12 402 1210 401 402 2 402 52 15 133 403 1209 43 1210 12 1210 1213
split_gain=1.07549e-08 1.44893e-08 9.77268e-09 3.90508e-08 2.14945e-08 3.19806e-08 4.21061e-08 3.65635e-08 1.10433e-08 1.31587e-08 2.19649e-08 5.99458e-08 1.26444e-08 3.17481e-08 1.19386e-08 1.86765e-08 1.3998e-08 1.29207e-08 8.90209e-08 1.91742e-08 1.54126e-07 1.70439e-07 4.77034e-08 2.896e-08 2.3465e-08 1.88505e-08 1.62562e-08 3.29739e-07 4.95744e-08 1.87342e-08
threshold=0.3248100000000001 0.11986500000000001 0.087635000000000005 0.096900000000000014 -0.020279999999999996 -0.076969999999999997 -0.080484999999999987 -0.081374999999999989 -0.095479999999999982 0.23509000000000002 0.10675500000000002 -0.025214999999999998 0.087590000000000015 0.088485000000000022 -0.45454999999999995 0.26755500000000004 -0.099524999999999988 -0.10770499999999998 0.084985000000000019 -0.087759999999999991 0.086275000000000004 0.084840000000000013 0.40945500000000007 -0.5425549999999999 -0.092099999999999987 -0.025214999999999998 -0.079504999999999978 0.088245000000000004 -0.064344999999999999 0.088500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -4 6 7 -6 -1 10 12 -12 14 -14 -10 16 -16 18 -18 20 21 -19 23 -21 -25 -20 27 -26 -28 -30
right_child=-2 -3 3 -5 5 -7 -8 -9 9 -11 11 -13 13 -15 15 -17 17 19 25 22 -22 -23 -24 24 26 -27 28 -29 29 -31
leaf_value=-1.9511155460349982e-06 -2.1544334587182993e-06 2.6337908691078026e-06 2.3031751777580211e-06 4.0122950516282194e-06 -2.7777677915865856e-06 2.7487467195896902e-06 -5.6671316951906195e-06 2.5866388215926389e-06 2.1089482870593204e-06 -2.5167014000327895e-06 -1.952717548192595e-06 5.3293806497724574e-06 -1.3463975545846551e-06 3.9990006243897367e-06 -2.4678724685145426e-06 -3.0570428688882938e-06 6.198295176318425e-06 1.1632857014523449e-07 -3.6582712881738643e-06 -3.6864775549619566e-06 5.4580414966732775e-06 -1.1883311658351659e-05 4.4052343487995435e-06 3.0059234268264847e-06 -1.0471993529005308e-05 5.8361769933154315e-07 4.3037635516786672e-06 7.2692383264438843e-06 -5.8408866970537128e-08 -2.8661681132765203e-06
leaf_weight=30 23 21 30 30 27 20 20 24 25 21 20 26 20 25 24 21 24 29 20 22 21 20 24 25 22 22 26 20 2415 24
leaf_count=30 23 21 30 30 27 20 20 24 25 21 20 26 20 25 24 21 24 29 20 22 21 20 24 25 22 22 26 20 2415 24
internal_value=0 1.59906e-08 -1.87546e-09 7.82623e-07 -1.81227e-08 -7.83386e-07 -1.77835e-06 -2.53341e-07 -4.23605e-08 -2.25875e-08 -4.3696e-09 2.16325e-06 -3.96155e-08 1.62327e-06 -6.6494e-08 -8.62062e-08 -6.34204e-08 -4.21577e-08 1.3399e-06 -7.66047e-08 -1.70963e-06 -4.78148e-06 -3.22636e-08 -7.39628e-08 -4.25745e-08 -1.43633e-06 -7.29743e-08 -2.02379e-06 -3.97353e-08 -8.60375e-08
internal_weight=0 3098 3077 151 121 91 71 51 2926 2896 2875 46 2829 45 2784 2759 2738 2714 66 2648 70 49 2578 2554 2532 42 2507 42 2465 2439
internal_count=3121 3098 3077 151 121 91 71 51 2926 2896 2875 46 2829 45 2784 2759 2738 2714 66 2648 70 49 2578 2554 2532 42 2507 42 2465 2439
is_linear=0
shrinkage=0.1


Tree=6823
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1201 473 474 2 4 474 130 12 142 45 47 15 15 9 9 10 2 15 52 12 401 4 3 10 2 13 42
split_gain=1.05258e-08 4.50678e-08 1.97233e-08 1.02705e-08 1.0168e-08 1.30219e-08 7.82489e-08 2.53276e-08 1.47795e-08 9.51919e-09 2.71928e-08 9.59323e-09 1.60873e-08 6.57784e-08 1.21187e-08 7.75327e-08 3.70912e-08 9.42561e-08 2.77089e-08 3.90854e-08 5.2241e-08 2.11793e-08 2.38331e-08 4.68426e-08 4.24336e-08 3.21861e-08 2.52013e-08 4.24054e-08 3.13456e-08 2.25128e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.08261499999999998 -0.23352999999999996 -0.090834999999999985 0.10613000000000002 -0.033174999999999989 -0.036614999999999988 -0.23647499999999996 0.23631000000000002 -0.057499999999999989 0.083445000000000005 0.10254000000000001 -0.10203999999999998 -0.10653 -1.0000000180025095e-35 -0.08619499999999998 0.0036750000000000007 -1.0000000180025095e-35 -0.098289999999999975 0.15116000000000002 0.09474500000000001 0.093120000000000022 0.27044500000000005 -0.10115999999999999 -0.011559999999999999 0.13913500000000004 -0.13710499999999998 0.10194000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 7 -6 -7 -10 11 -11 14 -14 15 21 17 -16 19 -18 -21 22 23 25 -24 -13 -27 29 -29 -28
right_child=1 3 -4 4 5 8 -8 -9 9 10 -12 12 13 -15 16 -17 18 -19 -20 20 -22 -23 24 -25 -26 26 27 28 -30 -31
leaf_value=-3.0554810264607351e-07 4.6665906406165708e-06 2.2205452816186674e-06 -3.1446866127485661e-06 2.2478088041566482e-06 3.6918803175467477e-06 2.2630740721947875e-06 -6.2476993579449216e-06 -1.2804968031603148e-06 -2.1800253716719454e-06 2.0147047041457033e-06 3.51112520837143e-06 -2.9623058253491765e-06 -6.1682074766622469e-06 1.5968968114066229e-06 1.5645572382538832e-06 5.3797275230256976e-06 -3.4978371373158143e-06 -7.8017417423769163e-06 3.201291042387311e-06 4.5145811936890823e-06 -8.4319076451831978e-08 -2.4902795710910016e-06 -4.5595447842900359e-06 5.329808279839199e-06 8.7930525864976523e-07 -2.3812813933545842e-06 7.091182369773388e-07 6.6038387473099643e-07 5.883625480809888e-06 -2.5432415109586754e-06
leaf_weight=194 21 21 28 20 20 29 22 21 20 23 22 27 20 24 22 30 33 21 26 25 2061 29 26 20 32 25 188 20 27 24
leaf_count=194 21 21 28 20 20 29 22 21 20 23 22 27 20 24 22 30 33 21 26 25 2061 29 26 20 32 25 188 20 27 24
internal_value=0 5.0816e-08 -6.63638e-07 1.71359e-08 9.40032e-10 -1.48997e-08 -1.43654e-06 1.14505e-06 1.73871e-08 -6.33787e-09 9.6158e-09 -1.88833e-08 -3.63358e-08 -1.9327e-06 -4.68182e-09 4.69168e-07 -1.01704e-07 -3.00968e-06 -4.34089e-08 -8.32212e-08 -2.92028e-08 1.16735e-07 3.11089e-07 6.38743e-07 -1.5588e-06 3.37067e-07 6.50739e-07 9.43405e-07 3.66097e-06 3.40927e-07
internal_weight=0 2899 222 2878 2857 2837 63 41 2774 2745 2725 2703 2680 44 2636 448 2188 43 2145 2119 2086 418 389 331 58 311 284 259 47 212
internal_count=3121 2899 222 2878 2857 2837 63 41 2774 2745 2725 2703 2680 44 2636 448 2188 43 2145 2119 2086 418 389 331 58 311 284 259 47 212
is_linear=0
shrinkage=0.1


Tree=6824
num_leaves=31
num_cat=0
split_feature=447 447 151 1374 15 1375 1429 1429 481 156 1 2 0 13 484 474 474 123 16 472 4 1 1 1 1 1447 1 0 480 0
split_gain=9.67582e-09 1.97732e-08 1.55524e-08 1.46792e-08 2.64888e-08 1.52251e-08 1.27008e-08 3.94436e-08 4.06448e-08 2.99228e-08 2.60716e-08 4.42352e-08 1.98821e-08 3.0976e-08 2.18534e-08 1.9596e-08 1.92918e-08 1.77152e-08 1.9859e-08 5.89011e-08 1.50168e-08 1.41014e-08 2.92139e-07 2.6131e-07 2.0577e-07 6.48249e-08 6.41726e-08 3.67032e-08 3.40602e-08 8.51282e-08
threshold=0.10326500000000001 0.093530000000000016 -0.5666199999999999 -0.035729999999999991 -0.022504999999999997 -0.16449999999999998 0.032755000000000006 0.083715000000000026 -0.081334999999999977 -0.088004999999999986 0.10234000000000001 0.10381000000000001 -0.085669999999999982 -0.052719999999999996 0.085790000000000019 -0.14697499999999997 -0.090834999999999985 0.11679000000000002 0.63636000000000015 -0.088954999999999992 -0.016959999999999999 0.092845000000000025 0.09202500000000001 0.091535000000000019 0.093575000000000019 0.059120000000000013 0.094220000000000012 -0.23051499999999997 0.10579000000000001 -0.079829999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 15 -8 -9 -10 11 12 20 14 -14 -7 -17 18 19 -18 -11 22 23 25 -23 27 -26 -21 -29 -30
right_child=-2 -3 3 5 -6 6 7 8 9 10 -12 -13 13 -15 -16 16 17 -19 -20 21 -22 24 -24 -25 26 -27 -28 28 29 -31
leaf_value=2.7852155653818048e-06 2.0435018299118066e-06 -3.073266625939314e-06 -1.4515396604551689e-07 -2.6628947776688701e-06 4.3980373318065957e-06 2.5829366768448382e-06 -4.2356772642701151e-06 3.2395589453793445e-06 -4.2450684578522096e-06 -5.4301625433644013e-07 2.2022936918526256e-06 -4.7408329933205098e-06 -5.3144943512961626e-06 1.2120280075578195e-06 -7.9474096102548291e-07 -2.5982249042044717e-06 5.1952736818996284e-06 2.3429494163021008e-06 -2.389607596472508e-06 4.3090589224448192e-06 3.0224588185858552e-06 -9.4706752305976749e-06 1.0109489232847628e-05 -1.1375026915629859e-05 5.3844754196082558e-06 5.3947130462130071e-06 -2.2096132233833923e-07 7.2358658081925288e-08 -7.5499622687402734e-06 1.3705949675607808e-06
leaf_weight=20 23 21 33 22 21 30 28 29 22 21 33 25 20 32 23 28 22 33 34 20 27 24 29 20 21 23 744 1650 20 23
leaf_count=20 23 21 33 22 21 30 28 29 22 21 33 25 20 32 23 28 22 33 34 20 27 24 29 20 21 23 744 1650 20 23
internal_value=0 -1.5165e-08 5.70603e-09 -1.24785e-08 1.62164e-06 -4.18633e-08 -2.25199e-08 -6.90267e-07 -2.62372e-07 -7.62648e-07 -3.39371e-07 -9.06093e-07 -1.26675e-07 -1.14379e-06 -2.89695e-06 4.12854e-08 1.29504e-08 4.04054e-08 1.15142e-08 4.29619e-08 1.46256e-06 -1.07498e-09 1.54538e-07 -9.86602e-09 -3.53127e-07 1.21069e-07 -6.70866e-08 5.02612e-08 -4.94833e-11 -2.7785e-06
internal_weight=0 3098 3077 3057 54 3003 2981 260 232 203 181 148 123 75 43 2721 2691 2663 2630 2596 48 2574 1785 1756 789 1736 765 1713 1693 43
internal_count=3121 3098 3077 3057 54 3003 2981 260 232 203 181 148 123 75 43 2721 2691 2663 2630 2596 48 2574 1785 1756 789 1736 765 1713 1693 43
is_linear=0
shrinkage=0.1


Tree=6825
num_leaves=31
num_cat=0
split_feature=472 1429 1429 132 132 403 132 1203 4 2 13 403 0 448 1348 48 147 9 9 34 33 13 13 2 2 12 13 130 15 43
split_gain=9.71959e-09 2.1123e-08 1.56891e-08 9.26609e-09 4.29096e-08 1.91692e-08 7.50862e-08 2.1842e-08 1.67531e-08 1.59724e-08 2.39353e-08 9.65532e-09 1.16075e-08 8.9628e-09 3.01158e-08 1.08109e-08 4.16311e-08 2.6384e-08 3.18415e-08 2.53275e-08 2.92426e-08 2.41427e-08 2.39076e-08 3.00444e-08 2.08442e-08 1.29524e-08 1.29259e-08 1.07615e-07 4.8961e-08 4.07369e-08
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.083174999999999985 -0.050879999999999988 -0.074254999999999988 -0.1075 0.086445000000000008 -0.065794999999999979 0.10497000000000002 0.056795000000000005 -0.089609999999999981 -0.086934999999999985 0.068920000000000023 0.088590000000000016 -0.032929999999999994 0.094075000000000006 0.092410000000000006 0.088235000000000022 -0.08786999999999999 1.0000000180025095e-35 -0.0062949999999999994 -0.083894999999999983 0.094095000000000012 -0.045829999999999989 0.084405000000000022 0.24813000000000004 -0.23123999999999997 -0.52744999999999986 -0.40263499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 7 8 11 -7 10 -10 -4 -13 14 15 16 22 18 19 -17 24 -19 -6 25 -21 -24 27 -26 -29 -28
right_child=1 2 3 4 13 6 -8 -9 9 -11 -12 12 -14 -15 -16 17 -18 21 -20 20 -22 -23 23 -25 26 -27 29 28 -30 -31
leaf_value=-2.004663869688746e-06 3.0347634887932699e-06 -2.5019697895913852e-06 1.0828042377397652e-06 4.0292576909398239e-06 2.7379084312997292e-06 2.3121834774861958e-06 -6.32001672329352e-06 3.3215245125683437e-06 -3.5324131920677964e-06 1.0746255562870438e-06 8.5173844354358153e-07 3.4790732895219536e-07 -2.9769695183561107e-06 -2.0857922879713444e-06 2.798048317578296e-06 3.2658582294213069e-06 -4.3048956789399591e-06 2.4221911148329541e-07 -3.9730728866516074e-06 3.0337846213945383e-06 -3.2714554991899708e-06 5.042774524781635e-06 -6.3858287114232126e-07 2.2482950650252559e-06 7.3575888200139161e-06 -3.9946173135673311e-06 1.4764327752056979e-07 -3.956689831665567e-06 4.3574959233702751e-08 -4.6938317353806273e-06
leaf_weight=24 23 25 28 27 25 21 25 21 33 28 20 21 21 20 39 24 28 22 20 23 27 20 23 21 20 23 63 31 2351 24
leaf_count=24 23 25 28 27 25 21 25 21 33 28 20 21 21 20 39 24 28 22 20 23 27 20 23 21 20 23 63 31 2351 24
internal_value=0 1.55375e-08 -7.05264e-09 1.34042e-08 6.178e-08 -6.14815e-07 -1.40858e-06 4.9297e-07 -2.04799e-07 -8.5735e-07 -1.87802e-06 -3.55597e-07 -1.31453e-06 2.35767e-08 3.87302e-08 -4.73185e-10 -9.28656e-07 4.19581e-08 1.53139e-09 3.25466e-08 1.98363e-09 2.5282e-06 9.88946e-08 -8.85812e-07 3.71679e-08 -2.3166e-06 9.47717e-09 5.28473e-08 -8.48558e-09 -1.18794e-06
internal_weight=0 3097 3074 3049 2831 218 127 91 102 81 53 70 42 2804 2784 2745 120 2625 2583 2563 2539 42 92 67 2512 46 2489 2402 2382 87
internal_count=3121 3097 3074 3049 2831 218 127 91 102 81 53 70 42 2804 2784 2745 120 2625 2583 2563 2539 42 92 67 2512 46 2489 2402 2382 87
is_linear=0
shrinkage=0.1


Tree=6826
num_leaves=31
num_cat=0
split_feature=130 10 2 40 15 4 142 45 3 1429 156 1429 448 147 151 2 147 1 1 2 1 1 1 0 1 1447 1 1 2 1
split_gain=1.34549e-08 2.16626e-08 3.66271e-08 2.91147e-08 1.48639e-08 2.45178e-08 1.40965e-08 1.50567e-08 1.66339e-07 1.33445e-08 2.98093e-08 1.73325e-08 1.17588e-08 4.83429e-08 2.37132e-08 2.69223e-08 2.40011e-08 1.32822e-08 2.21572e-07 2.56613e-07 1.57099e-07 1.3477e-07 5.67717e-08 1.24067e-07 1.19668e-07 3.27964e-08 3.53462e-08 9.35985e-08 9.71474e-08 9.06101e-08
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 -0.5556049999999999 0.62931500000000018 -0.057499999999999989 0.083445000000000005 0.10299500000000002 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 -0.049344999999999993 0.095485000000000014 -0.077959999999999988 0.10060500000000001 0.089810000000000015 0.092845000000000025 0.09202500000000001 -0.013254999999999998 0.093400000000000025 0.094090000000000021 0.096255000000000021 -0.077084999999999987 0.096860000000000016 0.059120000000000013 0.085475000000000009 0.086560000000000012 0.089885000000000007 0.084785000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -6 9 -9 -8 11 -11 14 17 15 16 -13 18 19 -14 -19 -22 23 -23 -24 26 29 -28 -29 -21
right_child=1 3 -4 4 6 -7 7 8 -10 10 -12 12 13 -15 -16 -17 -18 20 -20 25 21 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=-2.5854035436623235e-06 -6.1682246953729369e-07 -3.7245767868755921e-06 5.3627270244760445e-06 -4.2375788470136205e-07 2.4516941869518156e-06 4.4139447857105551e-06 2.5061324603960938e-06 -8.6462661818131886e-06 3.5891288034690662e-06 2.7370683631528189e-06 -3.8711337901986555e-06 2.2782056216133893e-08 -1.1280821045147604e-05 4.587202126616752e-06 -4.1442890983489635e-06 2.380443706110432e-06 -3.9414355299527415e-06 -8.7039912366228911e-06 8.7938226587978324e-06 -4.4379480357292782e-08 7.7679666641675543e-06 -9.0635435747759868e-06 6.9915737551285846e-06 3.9108470056297455e-07 -3.5741677154024833e-07 3.0946452903258935e-06 5.9245939113290143e-06 1.1560398188831075e-06 -4.8355187793218185e-06 -6.6556113342217254e-06
leaf_weight=20 21 21 20 22 23 20 21 20 25 23 20 42 20 23 20 26 24 22 29 1616 21 23 23 35 605 36 35 213 31 21
leaf_count=20 21 21 20 22 23 20 21 20 25 23 20 42 20 23 20 26 24 22 29 1616 21 23 23 35 605 36 35 213 31 21
internal_value=0 1.66796e-08 2.30003e-06 -1.39143e-08 1.1727e-08 1.87991e-06 -1.44537e-08 -3.35262e-08 -1.84882e-06 -5.63665e-09 -2.37753e-08 2.86847e-09 -1.90815e-08 2.17811e-08 -1.0235e-06 -3.45066e-07 -1.41875e-06 -1.66821e-08 1.16453e-07 -1.11552e-08 -3.82119e-07 -1.23164e-07 -3.6473e-07 -3.35816e-06 -8.82658e-08 1.04313e-07 4.81269e-08 1.08852e-06 3.94817e-07 -1.29191e-07
internal_weight=0 3101 41 3060 3039 42 2997 2974 45 2929 2908 2888 2865 2753 112 92 66 2730 2001 1972 729 707 686 58 628 1952 1916 279 244 1637
internal_count=3121 3101 41 3060 3039 42 2997 2974 45 2929 2908 2888 2865 2753 112 92 66 2730 2001 1972 729 707 686 58 628 1952 1916 279 244 1637
is_linear=0
shrinkage=0.1


Tree=6827
num_leaves=31
num_cat=0
split_feature=130 40 12 142 133 132 1203 1185 2 45 2 1456 153 1451 1452 52 1455 43 158 16 16 4 13 16 131 481 131 52 12 43
split_gain=1.08984e-08 2.35149e-08 1.52778e-08 3.15711e-08 2.44566e-08 1.52371e-08 2.69143e-07 1.72534e-07 3.8603e-08 1.29806e-08 5.87898e-08 1.90392e-08 1.65775e-08 1.56373e-08 1.49585e-08 1.43198e-08 5.52407e-08 1.08825e-07 3.34708e-08 4.60757e-08 7.35835e-08 9.24728e-08 1.62753e-07 6.48357e-08 1.29461e-07 1.65932e-07 1.21959e-07 1.15846e-07 5.58392e-08 5.04285e-08
threshold=-0.23647499999999996 -0.16692999999999997 0.12757000000000002 -0.057499999999999989 0.017095000000000003 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.082850000000000021 0.083445000000000005 0.11389000000000002 0.11510000000000002 0.082840000000000011 0.091400000000000009 -0.073879999999999987 0.0031350000000000002 -0.065979999999999983 -0.067899999999999974 -0.4686749999999999 -0.014754999999999999 0.38525000000000004 -0.050494999999999991 -0.055129999999999992 -0.080509999999999984 0.089415000000000008 -0.00058999999999999992 0.10635000000000001 0.09086000000000001 0.091545000000000015 0.055925000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 8 -7 -5 11 -11 12 13 14 -9 -16 17 -17 -18 23 21 22 28 -20 25 -25 -26 -27 -21 -29
right_child=1 2 4 5 -6 7 -8 9 -10 10 -12 -13 -14 -15 15 16 18 -19 19 20 -22 -23 -24 24 26 27 -28 29 -30 -31
leaf_value=-2.3268636300599611e-06 2.6701678335126476e-06 3.7076365021240911e-06 -3.97722966317815e-06 -3.9527713559332025e-06 2.2656018157454865e-07 -8.8928989581208138e-06 1.1837596775876592e-05 2.2967515492225707e-06 2.1110044958878728e-07 -5.58500363955058e-06 1.5288260398777381e-06 2.1390987458722694e-06 -2.8052538931704133e-06 -2.5806720481855535e-06 1.9145215466961376e-07 6.8320609989314105e-07 2.9523733233230925e-06 -9.2133862142418363e-06 -5.5131798364894257e-07 -5.6656263923503595e-06 2.9640780280146829e-06 1.3024826892530308e-06 -5.2722351047881002e-08 8.6310178274387093e-06 -9.1573651752696624e-06 7.3112436507472018e-06 1.5199504520316385e-06 -1.2386000865630427e-06 -1.3048697596786951e-05 3.8147287959873215e-06
leaf_weight=20 33 23 25 26 31 22 20 29 155 21 26 42 21 23 1649 25 34 20 516 21 25 34 36 37 20 25 23 94 20 25
leaf_count=20 33 23 25 26 31 22 20 29 155 21 26 42 21 23 1649 25 34 20 516 21 25 34 36 37 20 25 23 94 20 25
internal_value=0 1.50019e-08 -1.35575e-08 1.68701e-08 -1.65013e-06 -1.15299e-08 8.29355e-07 -7.21532e-08 -3.87025e-07 -1.99546e-09 -1.64969e-06 2.64863e-08 -6.65894e-09 1.54685e-08 3.81465e-08 1.29931e-08 -2.95152e-07 -3.71528e-06 -1.26025e-07 -2.45507e-07 -1.93723e-06 -3.04113e-06 -4.95909e-06 6.54055e-08 1.48607e-06 2.65784e-06 -3.44624e-06 1.12306e-06 -9.26712e-06 -1.76976e-07
internal_weight=0 3101 3068 3012 56 2989 201 2788 181 2766 47 2719 2677 2656 2633 2604 955 45 910 876 136 111 77 740 224 181 43 144 41 119
internal_count=3121 3101 3068 3012 56 2989 201 2788 181 2766 47 2719 2677 2656 2633 2604 955 45 910 876 136 111 77 740 224 181 43 144 41 119
is_linear=0
shrinkage=0.1


Tree=6828
num_leaves=31
num_cat=0
split_feature=1429 156 1429 157 1429 1429 471 471 157 1429 157 157 12 3 1445 1447 2 1210 2 132 0 1203 1210 4 481 1456 1447 1456 2 52
split_gain=1.03663e-08 3.38277e-08 1.3182e-08 3.89447e-08 1.90607e-08 1.04134e-08 1.62917e-08 3.15696e-08 1.14851e-08 7.14391e-08 6.51709e-08 3.46768e-08 2.64529e-08 3.32486e-08 2.24507e-08 1.66418e-08 1.87594e-08 1.15095e-07 6.77229e-08 5.58237e-08 3.23449e-07 2.1508e-07 6.04083e-08 4.09513e-08 4.06823e-08 6.06201e-08 6.83611e-08 5.64851e-08 4.17045e-08 6.66083e-08
threshold=-0.23752499999999996 0.32523500000000005 -0.08262499999999999 -0.049319999999999996 -0.060529999999999994 -0.011139999999999999 0.093375000000000014 0.10338500000000002 -0.087424999999999989 0.083925000000000013 -0.086394999999999986 -0.085474999999999982 0.084225000000000008 -0.081234999999999988 0.077020000000000019 0.059120000000000013 0.084755000000000011 -0.14175499999999996 0.084985000000000019 -0.083284999999999984 -0.082284999999999983 0.088310000000000013 -0.08126499999999999 -0.084134999999999988 -0.087974999999999984 0.085790000000000019 -0.086279999999999982 -0.079704999999999984 0.084245000000000014 0.086275000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 8 -8 9 12 -10 -12 -7 -14 15 16 17 -13 -18 20 23 22 -21 -19 -24 26 -26 -28 -29 -30
right_child=1 -3 4 -5 5 6 7 -9 10 -11 11 14 13 -15 -16 -17 18 19 -20 21 -22 -23 24 -25 25 -27 27 28 29 -31
leaf_value=-2.1630416189178837e-06 7.1044505602912986e-07 4.1147133174490593e-06 2.3039052703350332e-06 -4.6842495783533635e-06 -2.1785307787715945e-06 2.3044564105450468e-06 4.6016004141336001e-06 -6.9705726337301525e-07 5.100999911519466e-06 -6.2822140480853884e-06 -3.8123431750136664e-06 7.3566732937805415e-06 -3.3998756638453645e-06 1.0019748662818678e-06 -3.1058042978933693e-06 2.549499829631084e-06 -4.5391007597572756e-06 9.2047092617907431e-07 -9.6058659189128197e-08 -4.529421718101591e-06 1.3681383046701969e-05 -1.0283395690748875e-05 4.7119716501107354e-06 -4.8140862168111206e-06 6.1809381622879299e-06 -4.5926433426757288e-06 -3.4985523104511999e-06 2.6551647960475394e-07 7.4882891286030099e-06 -5.7535789508733616e-07
leaf_weight=22 32 20 36 23 22 36 22 23 25 21 24 23 32 37 23 26 35 33 1731 26 20 20 21 20 20 25 38 644 21 20
leaf_count=22 32 20 36 23 22 36 22 23 25 21 24 23 32 37 23 26 35 33 1731 26 20 20 21 20 20 25 38 644 21 20
internal_value=0 1.5358e-08 -1.12698e-08 -1.54552e-06 1.66348e-08 -1.09227e-08 5.15535e-09 1.8934e-06 -2.39343e-08 -9.57849e-07 1.8167e-08 -2.77069e-08 1.07024e-07 -1.03946e-06 5.37077e-09 3.16495e-08 7.37658e-09 3.70613e-07 -1.84114e-07 1.93653e-07 2.8455e-06 -3.81847e-08 2.13231e-07 -1.24351e-06 3.69517e-07 2.50778e-07 4.13746e-07 2.54211e-07 4.62393e-07 3.5548e-06
internal_weight=0 3099 3079 55 3024 2988 2966 45 2921 126 2795 2770 105 69 2746 2723 2697 931 1766 908 73 835 815 53 789 768 743 723 685 41
internal_count=3121 3099 3079 55 3024 2988 2966 45 2921 126 2795 2770 105 69 2746 2723 2697 931 1766 908 73 835 815 53 789 768 743 723 685 41
is_linear=0
shrinkage=0.1


Tree=6829
num_leaves=31
num_cat=0
split_feature=1429 1417 156 155 45 1 1428 155 155 12 15 159 1 1 40 43 1 159 376 39 9 10 16 1184 15 1 15 3 15 16
split_gain=1.0727e-08 1.52511e-08 1.57031e-08 3.05552e-08 1.04957e-08 1.17729e-07 1.51034e-08 1.68974e-08 1.70726e-08 1.27505e-08 1.8321e-08 2.82415e-08 1.74017e-08 6.38355e-08 4.87707e-08 4.13579e-08 2.39481e-08 2.13366e-08 2.04312e-08 2.57119e-08 7.13647e-08 3.96583e-08 2.01588e-08 1.46174e-08 1.46376e-08 9.17212e-08 5.90492e-07 2.40832e-07 8.1314e-08 2.02032e-07
threshold=0.12521000000000002 -0.080324999999999994 0.3248100000000001 0.12862000000000004 0.084355000000000013 0.10684 -0.020064999999999996 0.11245500000000001 0.104145 0.23631000000000002 -0.5556049999999999 0.10569000000000002 0.13559000000000002 0.13756000000000004 -0.07632499999999999 -0.063379999999999978 0.13332000000000002 0.097885000000000014 0.088720000000000007 -1.0000000180025095e-35 0.092235000000000011 0.0036750000000000007 -0.11118499999999999 0.088135000000000019 -0.10203999999999998 0.092695000000000013 -0.11345499999999999 -0.0049599999999999991 -0.096999999999999989 -0.097644999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 8 9 10 11 -8 16 -14 -15 -16 18 22 19 -12 21 23 -17 24 25 27 -27 -21 29 -26
right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 12 -13 13 14 15 17 -18 -19 -20 20 -22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-2.6384602576130917e-06 2.3084904137249398e-06 -2.0181084317683647e-06 -2.7890932597074427e-06 2.8400888392130394e-06 7.340683059169351e-06 -2.6322991737774361e-06 -2.7862356049013216e-07 2.5770937982088072e-06 -2.3680779236201491e-06 -2.4637758607631052e-06 2.7263982571769577e-06 4.8094015085098368e-06 -5.4760197111102538e-06 4.2835965936254591e-06 -5.0826839333240067e-06 2.8758798976014079e-06 3.3211297157074366e-06 -2.2953933930344087e-06 -2.9593512243022617e-06 5.0082518650777923e-07 -5.4299307407745807e-06 3.7255742897506374e-06 -1.2227734373482236e-06 -2.3078721808486887e-06 2.9229887424910638e-06 -1.3569490634604893e-07 1.8493407877997471e-05 -1.1159078036655501e-05 3.1658930137184626e-08 -1.009766293035542e-05
leaf_weight=22 20 38 20 38 20 29 24 25 31 21 35 20 27 21 20 30 22 26 23 155 24 29 20 27 22 114 20 20 2152 26
leaf_count=22 20 38 20 38 20 29 24 25 31 21 35 20 27 21 20 30 22 26 23 155 24 29 20 27 22 114 20 20 2152 26
internal_value=0 -1.4889e-08 3.8569e-09 2.21174e-08 -1.33287e-08 1.43831e-06 -3.72621e-08 -1.1607e-08 -3.38544e-08 -8.71158e-09 9.33405e-09 2.03412e-06 -2.23369e-08 -1.09312e-06 -8.16876e-08 -1.03659e-06 3.54351e-08 2.81671e-08 8.12673e-09 3.41374e-08 -2.25856e-09 4.85267e-08 1.23642e-06 6.47842e-09 3.13837e-08 6.75875e-07 2.64477e-06 -8.31735e-07 -5.91379e-08 -4.12986e-06
internal_weight=0 3101 3079 3059 3021 49 2972 2934 2909 2878 2857 44 2813 144 117 96 2669 76 2647 2624 2589 2565 50 2536 2509 309 134 175 2200 48
internal_count=3121 3101 3079 3059 3021 49 2972 2934 2909 2878 2857 44 2813 144 117 96 2669 76 2647 2624 2589 2565 50 2536 2509 309 134 175 2200 48
is_linear=0
shrinkage=0.1


Tree=6830
num_leaves=31
num_cat=0
split_feature=132 1185 1203 45 11 33 9 9 45 1454 12 49 475 2 150 42 49 49 4 49 12 12 49 3 49 49 12 2 2 2
split_gain=1.00399e-08 5.14141e-08 2.91184e-08 9.97662e-09 1.698e-08 1.85703e-08 1.68126e-08 2.53344e-08 1.02827e-08 1.29304e-08 6.11609e-08 1.25649e-08 5.97791e-08 8.28841e-08 2.68882e-08 3.59747e-08 3.24854e-08 3.08561e-08 2.90143e-08 2.62408e-08 2.55702e-08 3.40219e-08 1.69084e-08 4.1961e-08 3.37971e-08 4.75392e-08 4.68987e-08 1.7063e-08 2.0168e-07 1.75444e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.067109999999999989 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 0.097950000000000023 0.084355000000000013 0.104035 0.089085000000000011 0.096415000000000015 -0.085774999999999976 0.087625000000000022 0.091105000000000005 0.11747 0.09858500000000002 0.10440000000000001 0.053925000000000008 0.092975000000000016 0.097575000000000009 0.089210000000000025 0.088930000000000009 -0.081459999999999991 0.08610000000000001 0.084945000000000007 0.085325000000000012 0.096325000000000008 0.097385000000000013 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 8 -8 9 11 -11 19 -13 -14 15 16 -15 -18 -19 22 21 -20 24 -24 25 27 -26 29 -29 -7
right_child=1 3 -4 4 5 6 7 -9 -10 10 -12 12 13 14 -16 -17 17 18 20 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-2.1303620547000392e-07 4.9797021932006051e-06 -2.2120168830497277e-06 -3.6627290358280464e-06 2.6239557485041589e-06 -2.6037101385419968e-06 4.749021192316161e-08 4.6048149295074835e-06 6.7830285566117257e-08 1.5142741424576592e-06 -4.6427209822703497e-06 2.2624700141418346e-06 -5.8844834461524444e-06 4.8383868588810571e-06 -3.683562508048572e-06 -4.3223348620813344e-06 -4.5623947107742425e-06 3.1287856984363317e-06 1.2649083930682537e-06 -8.7659377223477642e-07 2.6544952794584114e-06 1.6287450978866436e-06 -5.6102785172449579e-06 -4.819739262037123e-06 8.3296746189607174e-07 -3.4343356968815056e-07 -4.8329899254895291e-06 5.6070150281383439e-06 8.113119562835891e-06 8.4082524855877936e-08 -7.1137468288335586e-06
leaf_weight=194 21 20 28 25 27 1517 20 32 44 29 23 20 29 23 20 20 32 70 49 39 21 22 24 29 27 20 26 33 602 35
leaf_count=194 21 20 28 25 27 1517 20 32 44 29 23 20 29 23 20 20 32 70 49 39 21 22 24 29 27 20 26 33 602 35
internal_value=0 4.96346e-08 -6.48133e-07 1.36612e-08 2.92363e-08 6.33904e-09 3.14535e-08 1.81282e-06 -2.18163e-09 -2.68031e-08 -1.5885e-06 3.74937e-09 -5.99032e-07 -2.2942e-07 -8.01274e-07 -5.04138e-07 -1.30105e-07 2.91181e-07 -2.69333e-07 8.21725e-08 -1.43669e-06 -2.34337e-06 3.88e-08 -1.72675e-06 8.02044e-08 2.02775e-08 2.57565e-06 6.46603e-08 5.0134e-07 -1.14007e-07
internal_weight=0 2899 222 2878 2858 2833 2806 52 2754 2710 52 2658 306 286 257 237 217 194 162 2352 92 71 2313 53 2260 2207 53 2187 635 1552
internal_count=3121 2899 222 2878 2858 2833 2806 52 2754 2710 52 2658 306 286 257 237 217 194 162 2352 92 71 2313 53 2260 2207 53 2187 635 1552
is_linear=0
shrinkage=0.1


Tree=6831
num_leaves=31
num_cat=0
split_feature=401 401 3 402 400 133 132 1186 394 52 13 132 1208 1210 1213 43 43 1210 1 1 403 3 13 16 1211 147 148 147 483 483
split_gain=9.45794e-09 1.05269e-08 2.4702e-08 1.68207e-08 1.36089e-08 1.57588e-08 1.80076e-08 2.74318e-07 1.55701e-07 2.72021e-08 1.41683e-08 1.58084e-08 1.11001e-08 1.4339e-08 9.92366e-09 1.28843e-08 9.95437e-08 5.89856e-08 5.40966e-08 1.43579e-07 2.78083e-08 2.43101e-08 4.70324e-08 2.5234e-08 1.46804e-08 1.14789e-08 2.82061e-08 2.75816e-08 2.18303e-08 1.73624e-08
threshold=0.13837000000000002 0.11769000000000002 -0.076514999999999986 0.22872000000000001 -0.14175499999999996 -0.54656499999999986 -0.083284999999999984 0.0044650000000000011 0.12358500000000001 0.10347000000000002 0.056795000000000005 -0.40070499999999992 0.11332500000000002 -0.13847499999999999 0.51258500000000007 0.060960000000000007 0.055925000000000009 0.10799000000000002 0.087865000000000013 0.094220000000000012 -0.014954999999999998 -0.076969999999999997 -0.10278499999999999 -0.089669999999999986 0.10904000000000001 0.099730000000000027 -0.065034999999999996 0.093875000000000014 -0.47181499999999993 -0.097364999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 9 12 10 11 -7 13 -8 15 16 17 24 20 -20 -17 23 -23 -22 25 27 -27 28 -15 -30
right_child=-2 2 -4 -5 5 6 8 -9 -10 -11 -12 -13 -14 14 -16 18 -18 -19 19 -21 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=1.8655370765302975e-06 -2.1150547007935185e-06 -5.491367672523969e-07 3.7070093821967024e-06 -2.7655231199539481e-06 -2.7443647338389254e-06 -2.6087206191258031e-06 2.6920890832116129e-06 1.2022865545873175e-05 -8.8509087680677117e-06 -3.409430922147294e-06 2.56508374799783e-06 3.0161182699756491e-07 -2.0132731404171661e-06 2.8429279205334351e-06 2.2239044756133809e-06 -2.7925997963630721e-06 5.9862398696200875e-06 -5.1650926996609836e-06 -1.0123374391923791e-05 -5.3109280219692852e-07 4.0160046416310035e-06 2.4742271239961999e-06 -3.2346405474057861e-06 3.9267445288260207e-07 2.2729288204949436e-06 -9.4383624075687426e-07 4.2391078696233488e-06 -3.2592008997548525e-06 -1.5239556137817705e-06 3.3449515460447659e-08
leaf_weight=39 21 30 25 22 21 23 20 20 20 25 21 99 27 27 20 23 28 22 20 71 37 27 31 40 29 21 21 26 74 2191
leaf_count=39 21 30 25 22 21 23 20 20 20 25 21 99 27 27 20 23 28 22 20 71 37 27 31 40 29 21 21 26 74 2191
internal_value=0 1.4333e-08 1.38548e-06 -1.04331e-08 9.61719e-09 -1.46391e-08 4.70756e-09 9.51847e-07 -5.9459e-08 -3.66131e-07 1.65914e-07 -2.47057e-07 4.36275e-09 2.4332e-08 4.62923e-09 -1.18832e-08 5.80702e-08 -1.07762e-08 -6.9709e-07 -2.63929e-06 4.21517e-07 9.69107e-07 -5.77064e-07 2.13376e-06 3.66893e-08 9.21005e-09 1.64764e-06 -2.04767e-08 1.62628e-08 -1.74326e-08
internal_weight=0 3100 55 3045 3023 2984 2963 188 2775 168 143 122 2755 2728 2708 2688 2439 2411 249 91 158 135 58 77 2389 2360 42 2318 2292 2265
internal_count=3121 3100 55 3045 3023 2984 2963 188 2775 168 143 122 2755 2728 2708 2688 2439 2411 249 91 158 135 58 77 2389 2360 42 2318 2292 2265
is_linear=0
shrinkage=0.1


Tree=6832
num_leaves=31
num_cat=0
split_feature=132 394 1203 50 43 52 484 157 15 1456 52 475 16 155 52 155 155 1371 129 1456 12 1446 1447 1456 484 402 12 51 12 4
split_gain=9.80668e-09 4.85063e-08 2.59553e-08 9.44402e-09 6.58175e-08 1.06918e-07 3.5823e-08 2.25693e-08 2.04836e-08 1.45073e-08 3.71486e-08 1.36772e-08 1.18711e-08 2.88134e-08 2.79019e-08 1.70331e-08 1.19046e-08 1.76402e-08 1.25717e-08 1.22154e-08 9.81458e-08 1.58354e-07 1.22201e-07 5.13051e-08 5.08763e-08 1.84017e-08 5.50669e-08 1.31085e-07 9.70191e-08 6.20963e-08
threshold=-0.083174999999999985 0.11233000000000001 0.088820000000000024 -0.099524999999999988 -0.095049999999999982 -0.23798499999999997 -0.065594999999999987 0.63604500000000008 -0.066844999999999988 0.10959500000000001 -0.034054999999999995 -0.47599999999999992 0.62682500000000008 0.11854500000000001 -0.56022499999999986 0.11023000000000001 0.10022500000000002 0.08976000000000002 -0.082304999999999975 0.085275000000000004 0.083985000000000018 0.083715000000000026 -0.086279999999999982 0.081770000000000023 -0.085329999999999975 0.079755000000000006 0.088245000000000004 0.091630000000000003 0.086345000000000019 -0.083644999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 -6 -7 9 -8 11 -11 -5 13 15 -14 16 17 18 -13 23 21 -21 -22 25 -24 -20 28 29 -27 -28
right_child=1 -3 -4 7 5 6 8 -9 -10 10 -12 12 14 -15 -16 -17 -18 -19 19 20 22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-2.2977309756767974e-07 -3.8999279814047245e-06 4.9567904204650407e-06 -3.4867124570934851e-06 2.5739042974865224e-06 8.5554555255384919e-06 3.1349489453142656e-06 9.0068307426485092e-07 -3.3693929881906115e-06 -3.3357715873876258e-06 1.1591562320425262e-06 -4.5886535694396874e-06 2.1390801803379743e-06 9.4318008450500199e-07 3.5617608180315154e-06 -4.3390494897721507e-06 -2.8297229268522038e-06 1.9466057182171427e-06 -2.6375144025223564e-06 1.1385976389898161e-07 -4.9309871533646053e-07 -6.7802448659047238e-06 1.1342524551878341e-05 4.5261432766048006e-06 -3.7890925391871456e-06 -1.5577018269107578e-06 -1.0786793968122766e-06 -5.2297990000245903e-06 8.0642866123525895e-06 -8.7083214091876476e-06 4.5718820989767058e-07
leaf_weight=194 23 20 28 21 20 28 21 20 25 22 23 28 20 23 20 21 32 25 2084 26 26 20 28 36 27 100 24 20 20 96
leaf_count=194 23 20 28 21 20 28 21 20 25 22 23 28 20 23 20 21 32 25 2084 26 26 20 28 36 27 100 24 20 20 96
internal_value=0 4.90579e-08 -6.40558e-07 1.49645e-08 8.94952e-07 2.06817e-06 3.14846e-07 -2.23123e-08 -1.40174e-06 2.10116e-09 -1.77861e-06 3.18127e-08 1.18636e-08 3.78089e-08 -1.69793e-06 6.79062e-09 2.97716e-08 5.8112e-09 3.18795e-08 8.34475e-09 9.63918e-07 4.65282e-06 -1.13102e-06 -4.26459e-08 1.53953e-06 1.48933e-08 -7.78361e-07 5.69004e-07 -2.35029e-06 -6.80209e-07
internal_weight=0 2899 222 2879 117 94 74 2762 46 2742 45 2697 2676 2636 40 2613 2592 2560 2535 2507 127 46 81 2380 55 2344 260 140 120 120
internal_count=3121 2899 222 2879 117 94 74 2762 46 2742 45 2697 2676 2636 40 2613 2592 2560 2535 2507 127 46 81 2380 55 2344 260 140 120 120
is_linear=0
shrinkage=0.1


Tree=6833
num_leaves=31
num_cat=0
split_feature=473 474 2 4 471 1 1 13 33 479 481 1 1428 1375 160 160 3 1 1 160 1375 447 0 4 0 484 484 158 130 132
split_gain=1.02882e-08 1.24086e-08 5.88366e-08 2.14728e-08 1.35701e-08 9.85546e-09 1.53083e-07 2.96915e-07 1.83796e-07 8.41517e-08 1.12199e-07 5.09414e-08 4.92814e-08 3.99386e-08 3.76333e-08 1.09201e-07 5.32693e-08 3.49288e-08 6.29976e-08 3.25127e-08 4.4854e-08 3.9256e-08 3.24182e-08 5.59222e-08 2.94639e-08 2.89517e-08 5.61705e-08 5.33727e-08 5.9253e-08 2.63276e-08
threshold=-0.23352999999999996 -0.090834999999999985 0.10613000000000002 -0.033174999999999989 -0.081099999999999992 0.091345000000000023 0.09253500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.093525000000000011 -0.078554999999999986 0.090740000000000015 0.087980000000000017 -0.22860499999999997 -0.55248999999999981 -0.54512499999999997 -0.086424999999999988 0.093700000000000019 0.094465000000000007 0.11205000000000002 -0.093609999999999985 0.10121000000000001 -0.17169499999999996 -0.0035949999999999997 -0.26343999999999995 0.10126500000000001 0.096415000000000015 0.10737500000000001 -0.10152499999999999 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 11 7 -7 -8 10 -10 12 13 -6 16 -16 -15 -12 -19 20 -20 24 23 -17 -22 26 27 28 -26 -24
right_child=1 4 -4 -5 5 6 8 -9 9 -11 17 -13 -14 14 15 22 -18 18 19 -21 21 -23 29 -25 25 -27 -28 -29 -30 -31
leaf_value=2.2607844002209276e-06 3.1733219418583756e-06 2.5476897181284758e-06 -5.5819184684547842e-06 -1.3540120248607806e-06 -4.133678401004822e-06 8.1596479855849583e-07 9.2838972991991076e-06 -1.4374168162331362e-05 -7.7236417982362589e-06 6.2411186627286961e-06 2.8578341735320046e-06 4.2148938086938873e-06 4.6648749206645377e-06 4.1506680487224872e-07 7.2957312752242574e-06 -8.7876257566676934e-07 -6.6415045785106484e-06 -5.3314323475698685e-06 -4.9378133383015669e-06 2.9412479255535636e-06 -3.5010722479421895e-06 4.2314036028301423e-06 1.1414196285964493e-06 6.599351229397144e-06 5.3322566816405014e-06 -3.7971217612461521e-06 5.0653167580180931e-06 -5.1487070062908717e-06 -1.9361552462070926e-07 -1.4197151065497224e-07
leaf_weight=20 20 21 22 22 23 31 21 22 20 20 37 30 23 23 21 20 20 24 20 33 27 20 177 20 20 21 21 21 652 1649
leaf_count=20 20 21 22 22 23 31 21 22 20 20 37 30 23 23 21 20 20 24 20 33 27 20 177 20 20 21 21 21 652 1649
internal_value=0 -1.45818e-08 -1.39256e-06 8.01861e-07 1.4457e-08 -3.18159e-09 -2.57939e-07 -5.48937e-06 3.17847e-08 -1.75795e-07 -3.15902e-07 1.25086e-07 6.29941e-08 8.79889e-09 5.81652e-08 1.24824e-07 -2.86706e-06 -1.50551e-07 -2.80132e-07 -1.34945e-07 -2.61521e-07 -1.41923e-07 4.41222e-08 2.86029e-06 -2.56709e-07 -1.37528e-07 -2.98927e-08 -1.84293e-07 -2.9155e-08 -1.75683e-08
internal_weight=0 3101 64 42 3037 3016 1010 53 957 936 916 2006 1976 1953 1930 1887 43 896 859 835 802 782 1866 40 762 735 714 693 672 1826
internal_count=3121 3101 64 42 3037 3016 1010 53 957 936 916 2006 1976 1953 1930 1887 43 896 859 835 802 782 1866 40 762 735 714 693 672 1826
is_linear=0
shrinkage=0.1


Tree=6834
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1425 52 3 1 475 484 475 4 2 475 1374 3 1447 50 43 13 43 157 133 51 3 51 2 156 49
split_gain=1.04181e-08 4.42621e-08 2.11524e-08 1.07175e-08 3.1674e-08 1.22944e-08 1.08056e-08 3.61551e-08 2.13787e-08 1.0957e-08 1.00094e-07 8.5012e-08 2.75538e-08 4.33226e-08 1.30202e-08 1.14734e-08 4.78178e-08 1.10278e-08 1.17618e-08 5.94639e-08 6.17511e-08 1.30775e-07 1.95073e-08 2.9994e-08 2.56314e-08 7.11221e-08 3.21e-08 5.95887e-08 3.0643e-08 2.14911e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.55692499999999978 -0.085784999999999986 0.10325000000000002 -0.086279999999999982 0.085790000000000019 -0.085669999999999982 -0.022844999999999997 0.086950000000000013 -0.08483499999999998 -0.035729999999999991 0.090900000000000009 0.087755000000000014 -0.099524999999999988 -0.095049999999999982 -0.070999999999999994 -0.064334999999999989 0.10977500000000003 0.090445000000000011 -0.14283999999999999 -0.014944999999999998 -0.086719999999999978 0.090310000000000015 0.089300000000000004 0.10000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 8 -5 10 12 -11 -8 -14 -13 16 -16 18 19 -17 -21 -22 24 -24 25 29 27 28 -26 -20
right_child=1 3 -4 4 -6 -7 9 -9 -10 11 -12 14 13 -15 15 17 -18 -19 22 20 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-2.8939015167161792e-07 4.6248922141482277e-06 -2.2896603468325341e-06 -3.2295877385227614e-06 -2.6313642671954334e-06 3.998953463906219e-06 -2.248363424920778e-06 -1.3759980545400038e-06 4.123310841182333e-06 1.7817336139982911e-06 6.3726650929701077e-06 -7.0352709516638159e-06 -2.4379322501937913e-06 5.5105544497618693e-06 -3.7203172181057938e-07 3.9148413339518127e-06 -3.494839845940157e-06 -2.1414308201754425e-06 -2.1155091699256444e-06 -2.2095895486375284e-06 -4.2719161604318919e-07 1.0816252847689612e-05 -3.5651137838241005e-07 4.262293649454867e-07 -4.9848540072616748e-06 -2.285060892859292e-06 6.1564152128994471e-06 -4.4478959980543499e-09 -6.78884001104052e-06 2.7046688524023921e-06 2.0823766703870208e-06
leaf_weight=194 21 20 28 23 20 24 45 27 21 21 22 22 21 31 32 23 22 25 28 43 20 22 21 20 32 25 2208 20 20 20
leaf_count=194 21 20 28 23 20 24 45 27 21 21 22 22 21 31 32 23 22 25 28 43 20 22 21 20 32 25 2208 20 20 20
internal_value=0 5.05624e-08 -6.60226e-07 1.71847e-08 3.33278e-08 5.38116e-09 2.46029e-08 1.2426e-06 -5.25113e-07 -6.9238e-09 -9.45439e-07 3.56384e-08 4.3576e-07 2.00363e-06 -1.54863e-08 5.16226e-09 1.44747e-06 -2.56588e-08 -4.77695e-09 1.01603e-06 2.23662e-06 4.96385e-06 -5.08284e-08 -2.21332e-06 -1.31479e-08 1.83136e-06 -7.22045e-08 -2.15007e-06 -3.65934e-07 -4.2127e-07
internal_weight=0 2899 222 2878 2858 2838 2814 71 44 2743 119 2624 97 52 2603 2581 54 2527 2502 108 85 42 2394 41 2353 73 2280 72 52 48
internal_count=3121 2899 222 2878 2858 2838 2814 71 44 2743 119 2624 97 52 2603 2581 54 2527 2502 108 85 42 2394 41 2353 73 2280 72 52 48
is_linear=0
shrinkage=0.1


Tree=6835
num_leaves=31
num_cat=0
split_feature=130 12 1204 1429 475 474 474 157 1 1 0 1 12 43 34 473 1 155 1 1 15 1 2 2 3 1447 133 1 132 1211
split_gain=1.01835e-08 2.34035e-08 9.50251e-09 9.39856e-09 1.60608e-08 2.79649e-08 1.89916e-08 1.57033e-08 1.18254e-08 7.47231e-08 1.539e-07 6.58828e-08 5.74768e-08 1.07286e-07 4.80558e-08 3.89019e-08 3.22166e-08 3.15342e-08 2.83215e-08 4.88214e-08 2.29993e-08 3.75182e-07 3.13685e-07 1.45745e-07 2.80957e-08 2.25711e-08 1.42722e-07 2.34039e-08 2.06999e-07 3.0411e-07
threshold=-0.23647499999999996 0.23631000000000002 0.053645000000000005 0.12521000000000002 -0.24431999999999998 -0.14697499999999997 -0.090834999999999985 0.42235000000000006 0.10293500000000001 0.107145 -0.14794999999999997 0.10205500000000002 0.095330000000000012 -0.0047449999999999992 -0.057544999999999992 0.077695000000000014 0.10797500000000002 0.10772000000000002 0.11039500000000001 0.10920500000000001 -0.10203999999999998 0.092695000000000013 0.084145000000000011 -1.0000000180025095e-35 -0.055119999999999995 0.050705000000000007 0.084760000000000016 0.085605000000000014 -0.083284999999999984 0.11048500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 -7 -2 11 10 -10 14 13 -12 -8 17 -11 20 19 -18 21 22 -16 -22 -24 27 -27 -25 -29 -30
right_child=1 -3 -4 -5 5 6 8 -9 9 16 12 -13 -14 -15 15 -17 18 -19 -20 -21 23 -23 24 25 -26 26 -28 28 29 -31
leaf_value=-2.249246338408284e-06 -2.7164795083394735e-07 3.2645054209917202e-06 1.7623403880406843e-06 2.1345181255583159e-06 3.3894504999428442e-06 -2.839482299066276e-06 4.2335298598185618e-06 -3.814635855095813e-06 3.0731162112829224e-06 3.2154346641736114e-06 -2.3795005033563307e-06 5.4199582653223921e-06 -1.7287726327216053e-06 -1.1843160290936796e-05 -1.2576714555052606e-05 -3.7835357067740043e-06 9.069941113367627e-07 3.497485345878186e-06 1.274869278847025e-07 -5.4769886967278579e-06 -7.1495246757045795e-06 1.1143178351396214e-05 3.0831025560473791e-08 -1.4484820602313473e-07 3.3113015364726766e-06 -8.1286715309640087e-06 3.5300323188060982e-06 1.0631615648435401e-05 9.6743952158671235e-07 -9.8423824153672153e-06
leaf_weight=20 29 22 30 20 24 24 27 22 32 31 23 23 30 25 20 27 23 26 489 25 29 31 125 1452 33 21 21 20 369 28
leaf_count=20 29 22 30 20 24 24 27 22 32 31 23 23 30 25 20 27 23 26 489 25 29 31 125 1452 33 21 21 20 369 28
internal_value=0 1.45057e-08 -8.71617e-09 -2.61421e-08 -4.04086e-08 -1.02746e-08 -3.7896e-08 -1.8e-06 -1.49478e-08 -3.81084e-07 -2.76665e-06 9.52834e-08 -5.16244e-06 -7.30849e-06 4.03405e-08 -1.10746e-08 8.0908e-08 3.5756e-08 -1.00042e-07 -2.418e-06 -6.12628e-09 9.90579e-07 -7.7757e-07 -1.13503e-07 7.15993e-07 -6.72958e-09 -2.29932e-06 4.47893e-08 7.0511e-07 2.05034e-07
internal_weight=0 3101 3079 3049 3029 2978 2954 51 2930 678 110 2252 78 48 2229 2202 568 2175 537 48 2149 209 178 1940 158 1911 42 1869 417 397
internal_count=3121 3101 3079 3049 3029 2978 2954 51 2930 678 110 2252 78 48 2229 2202 568 2175 537 48 2149 209 178 1940 158 1911 42 1869 417 397
is_linear=0
shrinkage=0.1


Tree=6836
num_leaves=31
num_cat=0
split_feature=132 132 1186 3 15 2 16 3 448 0 48 48 42 52 3 1 160 48 12 47 0 3 47 160 52 49 1 120 1 39
split_gain=1.17264e-08 3.80051e-08 2.02495e-08 1.96757e-08 4.23716e-08 5.98099e-08 3.53522e-08 1.83991e-08 1.01095e-08 2.19192e-08 1.07007e-08 2.76219e-08 2.48161e-08 3.31022e-08 4.96175e-08 5.6776e-08 9.62726e-08 3.26132e-08 2.9603e-08 2.10153e-08 3.31555e-07 1.38404e-07 3.53528e-08 2.36014e-08 2.27102e-08 1.94627e-08 1.71412e-08 5.92397e-08 2.90744e-08 1.69264e-08
threshold=-0.083174999999999985 -0.037359999999999997 0.049580000000000006 -0.083489999999999995 -0.068899999999999975 0.097385000000000013 -0.095094999999999985 -0.086769999999999986 0.068920000000000023 -0.26343999999999995 0.10061000000000002 0.097500000000000017 0.093775000000000011 -0.080114999999999978 -0.085114999999999982 0.11212500000000002 -0.066074999999999981 0.12118000000000002 0.094580000000000011 0.092165000000000011 -0.10224499999999999 -0.0087149999999999988 0.089640000000000011 -0.016279999999999996 -0.26636999999999994 0.13441 0.16540500000000002 1.0000000180025095e-35 0.14804000000000003 0.11124500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 6 -6 -5 -1 9 -3 11 19 13 17 -15 16 -16 -12 -14 22 -21 23 26 -22 -25 -17 27 28 29 -11
right_child=1 8 -4 4 5 -7 -8 -9 -10 10 12 -13 18 14 15 25 -18 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-3.5625599703603683e-07 3.2825464134905109e-06 2.5910355768218957e-06 -3.6552070155050302e-06 -1.9316903189649436e-06 -6.511405141346976e-06 5.484537983388041e-07 3.139721597259874e-06 2.5506899247016976e-06 -2.2273838294495362e-06 4.0941510921027019e-08 1.5690564757939931e-06 -3.3023820920929074e-06 -3.548919240798838e-06 -1.800061953032967e-06 1.0084937988546534e-06 2.484190706168606e-06 1.0261487245869554e-05 -3.940417641550604e-06 9.1591092644772629e-07 -1.1225083142528969e-05 1.8839816609597032e-06 8.6104895714811388e-06 3.948186225028147e-06 1.4329609950098444e-07 -3.3151574421160203e-06 -1.3556633901275333e-06 2.9239248192425297e-06 -4.5078159787251555e-06 3.6580381550844657e-06 -2.0601923077597698e-06
leaf_weight=64 36 33 21 28 28 21 27 33 20 2267 22 26 27 26 22 33 23 21 33 27 31 20 23 43 34 22 20 29 22 39
leaf_count=64 36 33 21 28 28 21 27 33 20 2267 22 26 27 26 22 33 23 21 33 27 31 20 23 43 34 22 20 29 22 39
internal_value=0 5.36324e-08 -7.00467e-07 -3.91763e-07 -1.34728e-06 -3.48575e-06 5.57912e-07 6.32705e-07 1.30313e-08 2.87922e-08 -1.29817e-09 -5.94249e-08 6.53833e-07 1.2741e-06 2.09169e-06 3.10355e-06 5.7378e-06 -1.12162e-06 -1.09326e-06 -2.64242e-08 -1.15495e-06 9.69216e-07 4.64599e-08 -4.45835e-07 -1.38381e-06 9.48249e-07 8.7066e-09 -1.60301e-08 3.99243e-08 5.40629e-09
internal_weight=0 2899 222 201 104 49 55 97 2863 2843 2810 2581 229 169 126 100 45 43 60 2555 155 128 2400 108 77 55 2377 2357 2328 2306
internal_count=3121 2899 222 201 104 49 55 97 2863 2843 2810 2581 229 169 126 100 45 43 60 2555 155 128 2400 108 77 55 2377 2357 2328 2306
is_linear=0
shrinkage=0.1


Tree=6837
num_leaves=31
num_cat=0
split_feature=1211 403 401 402 1210 12 130 160 160 151 150 12 3 52 3 3 1 376 48 13 13 13 15 33 484 16 12 483 457 483
split_gain=1.11355e-08 2.76366e-08 1.336e-08 3.3792e-08 2.1927e-08 1.04392e-08 1.81554e-08 1.0984e-08 6.03779e-08 3.86384e-08 4.42803e-08 4.19128e-08 7.17347e-08 5.97755e-08 5.642e-08 4.85295e-08 3.29471e-08 8.82609e-08 7.8724e-08 3.09899e-08 5.29474e-08 3.83509e-08 3.03872e-08 2.19994e-08 1.92363e-08 4.85574e-08 4.10077e-08 3.02686e-08 1.74273e-08 1.69353e-08
threshold=0.11716500000000001 0.022375000000000003 -0.46360499999999999 -0.45454999999999995 0.15724500000000002 0.23631000000000002 -0.22461999999999996 0.081905000000000019 0.062030000000000009 0.057610000000000008 0.088380000000000014 0.089570000000000025 -0.094874999999999987 -0.026204999999999996 -0.086274999999999977 -0.096099999999999977 0.090275000000000008 0.082945000000000019 0.086125000000000021 -0.083894999999999983 -0.078944999999999987 -0.087184999999999985 -0.10091499999999999 -0.0066799999999999993 -0.093244999999999981 -0.018494999999999998 0.083985000000000018 -0.088629999999999987 -0.14249999999999999 -0.082434999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -5 8 23 10 11 14 -13 -14 15 -9 19 -18 -19 21 -21 -16 -22 -8 25 -25 -27 -26 -29 -30
right_child=1 -3 3 4 -6 -7 7 9 -10 -11 -12 12 13 -15 16 -17 17 18 -20 20 22 -23 -24 24 27 26 -28 28 29 -31
leaf_value=-2.2394486172237926e-06 3.287009252517237e-06 -1.3816860982409536e-06 3.2273176377550785e-06 2.5857665175660965e-06 -2.6853489881402989e-06 -2.1341856431124893e-06 2.9608640870719687e-06 -1.3960307011405928e-06 4.9482005761092299e-06 -3.9563688341104355e-06 3.1076734321307718e-06 5.2679744536969037e-06 -4.1867923031262494e-06 2.298904429759811e-06 -1.371916065788052e-07 -7.1728011160023297e-06 -5.3771713539437121e-06 4.7360167846258828e-06 -3.4960004573544472e-06 -4.4514815089235572e-06 -1.2465751069612454e-06 5.906371868713039e-06 4.1998635619425584e-06 -2.2974312732533993e-06 -3.6056227126361286e-06 -1.1398642148681877e-07 5.2848697481187955e-06 2.3585472983237807e-06 2.8303735439294546e-06 -9.2073401500913969e-08
leaf_weight=27 32 21 32 27 31 23 25 33 25 30 36 30 27 30 21 26 39 26 21 23 20 21 21 24 24 24 34 30 20 2318
leaf_count=27 32 21 32 27 31 23 25 33 25 30 36 30 27 30 21 26 39 26 21 23 20 21 21 24 24 24 34 30 20 2318
internal_value=0 1.43715e-06 -2.48158e-08 -5.15287e-09 -3.95294e-08 -1.19873e-08 4.53065e-09 -1.92717e-08 5.82175e-08 -5.03388e-07 -2.26411e-07 -5.8152e-07 1.30992e-06 -7.73268e-07 -1.23712e-06 -3.94173e-06 -4.06015e-07 -1.86034e-06 1.05788e-06 7.73909e-07 -6.11226e-07 2.88459e-06 1.54306e-06 9.2981e-09 -2.05277e-08 1.48551e-06 3.05086e-06 -7.2156e-08 -3.63439e-08 -6.70739e-08
internal_weight=0 53 3068 3041 3009 2978 2955 2928 2524 404 374 338 87 57 251 59 192 86 47 106 64 42 41 2499 2474 82 58 2392 2368 2338
internal_count=3121 53 3068 3041 3009 2978 2955 2928 2524 404 374 338 87 57 251 59 192 86 47 106 64 42 41 2499 2474 82 58 2392 2368 2338
is_linear=0
shrinkage=0.1


Tree=6838
num_leaves=31
num_cat=0
split_feature=130 12 12 52 142 4 45 3 1456 474 474 474 42 16 160 1451 1447 481 2 403 158 158 482 52 150 448 148 483 0 15
split_gain=9.61675e-09 2.04543e-08 9.57696e-09 3.2588e-08 2.81131e-08 2.77683e-08 1.30255e-08 1.21763e-07 1.75356e-08 1.64297e-08 4.57531e-08 3.47784e-08 2.73752e-08 3.58811e-08 3.31012e-08 1.85017e-08 2.98494e-08 1.96006e-08 1.14833e-07 2.8215e-08 1.83982e-08 2.25694e-08 3.70936e-08 1.83889e-08 1.77624e-08 2.9466e-08 2.43889e-08 1.85347e-08 1.86338e-08 3.7661e-08
threshold=-0.23647499999999996 0.23631000000000002 0.12757000000000002 -1.0000000180025095e-35 -0.057499999999999989 0.015030000000000002 0.083445000000000005 0.10299500000000002 0.11510000000000002 0.089435000000000014 0.088710000000000011 0.092115000000000016 0.088295000000000012 0.057265000000000003 -0.061284999999999992 0.082235000000000016 -0.12995499999999996 -0.087424999999999989 0.085515000000000022 -0.55327499999999985 -0.47336999999999996 -0.46695499999999995 0.11117500000000001 -0.53447999999999996 0.12640500000000002 0.056825000000000007 -0.088884999999999978 -0.47181499999999993 -0.15931499999999996 -0.087894999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -5 8 -8 9 10 15 -11 13 -13 -14 16 -6 18 -18 -19 -21 -22 24 -15 25 26 -23 -28 29 -29
right_child=1 -3 3 5 6 -7 7 -9 -10 11 -12 12 14 23 -16 -17 17 19 -20 20 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-2.1857677376146965e-06 3.5012703175079483e-06 3.0524228929028717e-06 1.9432409219048582e-06 -1.8532866761233891e-08 3.4089918507071651e-06 -5.063752717167821e-06 -7.6017273033812674e-06 2.6143587557417699e-06 2.0470362234752721e-06 -4.4046068451280014e-06 4.1451752656063978e-06 3.2063221923246086e-06 -4.5520336284101048e-06 1.5154232035759683e-06 3.1044620040380063e-07 -2.3451697347120376e-06 -5.4346854293005199e-06 3.0489378368491588e-06 2.446769814746909e-06 2.9612819898396821e-06 -3.2755561084248565e-06 -3.3306477384733378e-06 4.1045617437744527e-06 -2.1895160425383194e-06 -2.0587960307238975e-06 3.8379205307137454e-06 3.0456617093932438e-06 -1.5863245857377954e-07 -8.3607710520935953e-08 3.1490922163935796e-06
leaf_weight=20 23 22 22 20 26 24 20 28 42 25 27 35 28 21 28 33 38 31 36 21 21 22 22 37 42 20 20 92 2220 55
leaf_count=20 23 22 22 20 26 24 20 28 42 25 27 35 28 21 28 33 38 31 36 21 21 22 22 37 42 20 20 92 2220 55
internal_value=0 1.40924e-08 -7.617e-09 -1.19923e-06 1.84855e-08 -2.77047e-06 -8.3052e-09 -1.64234e-06 1.83548e-08 -1.10261e-08 4.91089e-08 -9.53141e-07 -3.74036e-07 6.77775e-07 -2.12079e-06 8.13311e-09 3.72625e-08 4.05609e-09 -1.60046e-06 5.03283e-08 1.36589e-08 -1.09632e-08 1.65363e-08 -8.48073e-07 -1.98605e-08 1.53949e-08 -1.63405e-08 1.42061e-08 -1.14082e-08 1.07895e-06
internal_weight=0 3101 3079 66 3013 44 2990 48 2942 2900 2726 174 149 93 56 2699 2666 2640 74 2566 2535 2514 2493 58 2471 2429 2409 2387 2367 147
internal_count=3121 3101 3079 66 3013 44 2990 48 2942 2900 2726 174 149 93 56 2699 2666 2640 74 2566 2535 2514 2493 58 2471 2429 2409 2387 2367 147
is_linear=0
shrinkage=0.1


Tree=6839
num_leaves=31
num_cat=0
split_feature=12 130 10 10 10 11 0 52 142 49 49 133 52 52 129 132 403 1204 132 1211 1213 1212 1210 4 401 133 16 1208 51 160
split_gain=1.12477e-08 1.6622e-08 1.08334e-08 3.93327e-08 2.58044e-08 1.7378e-08 1.40251e-08 2.31322e-08 1.28864e-08 1.26797e-08 2.8098e-08 2.3959e-08 1.5564e-08 3.72584e-08 3.44113e-08 2.88295e-08 2.90178e-07 2.06358e-07 4.68789e-08 3.54501e-08 8.02822e-08 2.67843e-08 1.19921e-07 9.09139e-08 5.76166e-08 2.39962e-08 6.48119e-08 5.11126e-08 2.41749e-08 7.55399e-08
threshold=0.23631000000000002 -0.22461999999999996 -0.086389999999999981 -0.013164999999999998 -0.0091199999999999979 -1.0000000180025095e-35 -0.098289999999999975 -1.0000000180025095e-35 -0.057499999999999989 -0.10069499999999999 -0.088694999999999982 0.085815000000000016 0.0031350000000000002 0.008405000000000001 -0.077709999999999987 -0.083284999999999984 -0.074254999999999988 -0.082199999999999981 -0.41094499999999995 0.10167000000000002 0.0036000000000000003 -0.089544999999999986 -0.090569999999999998 -0.077679999999999985 0.10493000000000001 0.41553500000000004 -0.074319999999999983 0.08400500000000001 0.093135000000000009 0.086325000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 -3 -8 -7 11 -11 -10 14 -14 -12 16 -16 -17 -18 21 -21 23 -23 -19 25 27 -27 28 -24 -30
right_child=-2 2 3 4 5 8 7 -9 9 10 12 -13 13 -15 15 17 18 19 -20 20 -22 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=2.4867202948068251e-06 -2.203234504597039e-06 8.9141639952448824e-07 4.3373650333662578e-06 -3.204911628927221e-06 2.8878435603560538e-06 -2.4102386078084237e-06 -6.2893288291629042e-08 -4.2051786543048851e-06 1.1027869853679414e-07 -3.2348608939443058e-06 -3.4065164741675217e-06 3.1829333898435334e-06 -3.8190866940442056e-06 -1.871275556292773e-07 1.0389669794059436e-05 -9.930009047138811e-06 1.0895596167651653e-06 7.7330151384558121e-06 -4.6682649372454058e-06 7.8145718418909392e-06 -4.2099628240850571e-07 -5.8342211917933483e-06 3.1285645903219072e-07 -8.1137544646370581e-07 5.2289322095179084e-06 -6.2748854816163664e-06 1.6792778989751935e-06 5.2725926903463015e-06 3.2614551340684345e-07 -5.5196048697325753e-06
leaf_weight=27 23 23 21 25 21 22 28 26 86 27 26 36 29 1085 28 20 26 20 31 20 29 33 1178 33 23 20 21 20 84 30
leaf_count=27 23 23 21 25 21 22 28 26 86 27 26 36 29 1085 28 20 26 20 31 20 29 33 1178 33 23 20 21 20 84 30
internal_value=0 1.63655e-08 -5.35372e-09 2.47668e-08 -5.69555e-09 2.14348e-08 -1.17653e-06 -2.05733e-06 8.69563e-10 1.91292e-08 -2.46134e-08 1.01696e-06 6.83677e-09 -2.81676e-07 2.02576e-07 2.60643e-07 2.05321e-06 1.6112e-07 -2.04189e-06 2.94689e-07 2.94046e-06 2.06014e-07 1.23001e-07 2.41292e-06 2.6587e-07 1.81502e-07 -2.2008e-06 2.55949e-07 1.78292e-07 -1.21221e-06
internal_weight=0 3098 3071 2994 2973 2948 77 54 2927 2905 2783 122 2756 1114 1642 1616 85 1531 57 1511 49 1462 1409 53 1376 1353 41 1312 1292 114
internal_count=3121 3098 3071 2994 2973 2948 77 54 2927 2905 2783 122 2756 1114 1642 1616 85 1531 57 1511 49 1462 1409 53 1376 1353 41 1312 1292 114
is_linear=0
shrinkage=0.1


Tree=6840
num_leaves=31
num_cat=0
split_feature=132 394 393 50 403 133 133 16 400 399 1348 448 483 151 16 1 130 42 455 49 160 2 1 1456 3 3 1 13 52 34
split_gain=9.94097e-09 3.41983e-08 1.9278e-08 1.85531e-08 1.03903e-08 2.16849e-08 2.1742e-08 2.18757e-08 1.90839e-08 1.0516e-08 1.02168e-08 3.03892e-08 1.95685e-08 1.25218e-08 1.07705e-08 5.68852e-08 1.2242e-08 2.57231e-08 1.2255e-08 1.15695e-08 1.3652e-08 4.56833e-08 1.60916e-07 5.28566e-08 3.23977e-08 5.25794e-08 4.91689e-08 6.21339e-08 3.6524e-08 1.79299e-08
threshold=-0.083174999999999985 0.10969000000000002 0.10483000000000002 0.09227500000000001 -0.08989999999999998 -0.14717499999999997 -0.37971999999999995 -0.014754999999999999 -0.082934999999999995 0.087485000000000021 0.095915000000000014 0.056825000000000007 -0.47522499999999995 -0.5666199999999999 -0.54656499999999986 0.10439500000000002 -0.22699999999999995 0.15021500000000002 0.090605000000000019 -0.42399999999999993 0.086325000000000013 0.10912000000000001 0.10708500000000001 -0.066614999999999994 -0.075634999999999994 -0.082284999999999983 0.090475000000000014 -0.0082249999999999979 -0.04127999999999999 -0.08786999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 -1 6 7 -6 -7 -10 11 12 -2 -14 15 -15 -16 18 19 -18 29 23 -23 -22 25 28 -26 -28 -25 -21
right_child=1 -3 -4 -5 5 8 -8 -9 9 -11 -12 -13 13 14 16 -17 17 -19 -20 20 21 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=1.9067998302354545e-06 -2.9640566998006595e-06 3.8900726147640731e-06 -3.0489324546641881e-06 -2.7148023718310741e-06 1.3626673093572857e-06 -4.1608463379816382e-06 3.637468645527926e-06 -2.7831826025703777e-06 -1.8801359492895047e-06 1.2551807117233694e-06 -2.1789650136703303e-06 3.8249057589772358e-06 2.5232576308553693e-06 1.1028834891725544e-06 -2.3097157199200328e-06 -5.6182406751759119e-06 2.3970373638348977e-06 2.9707338828662463e-06 1.8335841744103801e-06 2.9038970937604477e-06 -5.8149193176612478e-06 8.5098786505775273e-06 -2.749884207939128e-06 3.7263154860595638e-07 -4.9654997988491722e-06 3.9078140103341756e-06 -2.9633578881322667e-06 3.3808266367102006e-06 -4.4126624830715341e-06 3.5582632960796325e-08
leaf_weight=27 22 23 29 27 35 20 21 20 23 20 21 21 20 34 22 20 20 30 37 22 23 22 30 58 37 31 38 26 22 2320
leaf_count=27 22 23 29 27 35 20 21 20 23 20 21 21 20 34 22 20 20 30 37 22 23 22 30 58 37 31 38 26 22 2320
internal_value=0 4.93891e-08 -6.44932e-07 -2.8371e-07 1.11709e-07 -2.36978e-07 9.00218e-07 -1.44914e-07 -1.60883e-06 -4.21849e-07 1.86743e-08 3.48391e-08 6.75461e-09 2.99971e-08 1.21371e-08 -1.38642e-06 3.972e-08 5.87508e-08 2.62268e-08 9.82462e-10 -1.72454e-08 -6.68208e-07 2.01386e-06 -1.26169e-06 -7.67704e-07 4.11498e-07 -2.06366e-06 -3.86033e-07 -9.43324e-07 6.25267e-08
internal_weight=0 2899 222 193 166 139 76 55 63 43 2876 2855 2834 2812 2792 54 2738 2716 2686 2649 2629 287 52 235 212 111 101 64 80 2342
internal_count=3121 2899 222 193 166 139 76 55 63 43 2876 2855 2834 2812 2792 54 2738 2716 2686 2649 2629 287 52 235 212 111 101 64 80 2342
is_linear=0
shrinkage=0.1


Tree=6841
num_leaves=31
num_cat=0
split_feature=448 447 48 13 448 49 9 12 10 11 13 1365 132 50 1185 1203 1204 12 2 13 15 13 39 13 12 13 12 1425 1212 1213
split_gain=1.27911e-08 2.12357e-08 9.79967e-09 2.83879e-08 3.67695e-08 3.75257e-08 1.9136e-08 3.25001e-08 2.41217e-08 2.72266e-08 1.13526e-08 9.55386e-09 9.90798e-09 2.62989e-07 1.66279e-07 2.28598e-08 1.277e-08 4.65052e-08 3.31464e-08 1.16899e-08 6.17766e-08 8.56638e-08 3.23147e-08 1.54731e-08 3.52094e-08 1.62003e-08 1.51002e-08 1.39172e-08 1.3518e-08 2.25265e-08
threshold=0.068920000000000023 0.094005000000000019 -0.032929999999999994 -0.083894999999999983 -0.068129999999999982 -0.049039999999999993 0.092410000000000006 -0.015429999999999998 0.053330000000000009 -1.0000000180025095e-35 0.00084500000000000016 0.087370000000000017 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089165000000000008 -0.079429999999999987 0.087535000000000016 0.085625000000000021 0.24813000000000004 -0.56020999999999987 0.23074000000000003 0.097600000000000006 0.11217000000000001 0.10016000000000001 0.10591500000000001 0.09320500000000001 0.09198000000000002 -0.52517999999999987 -0.24064499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 -8 9 -4 -7 12 13 15 -14 -11 17 -16 -19 20 -18 23 26 25 -25 27 -21 28 -22 -30
right_child=-2 -3 6 4 -6 10 7 -9 -10 11 -12 -13 14 -15 16 -17 19 18 -20 22 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=1.8063315381720801e-06 -2.5208251963704244e-06 2.5790054703378475e-06 3.4547475637657999e-06 3.0462807978398383e-06 -4.1163597254461293e-06 -3.5462487920250917e-06 -8.966838625686555e-07 4.3925803376728603e-06 -2.5417540775157941e-06 -1.2516560812274696e-07 -2.5435627406977804e-07 1.8059260433989856e-06 -8.7284666485423023e-06 1.1546327186806593e-05 -2.6738714950624856e-06 -3.626980090064622e-06 5.2804367111424321e-06 5.6832244069937593e-06 3.7073776767378464e-07 1.9502532406635431e-06 2.5683855039915218e-06 -5.6438065156625171e-06 -4.7040269994624855e-06 -1.7129039899070147e-07 4.9075307834928465e-06 -2.3289658171658326e-06 -1.296140263356823e-06 2.0487790694136438e-06 -1.8217327380355436e-06 1.373907030170185e-08
leaf_weight=31 20 32 23 23 38 22 21 26 37 166 20 29 22 20 20 21 22 24 23 23 20 27 20 39 21 30 38 33 69 2161
leaf_count=31 20 32 23 23 38 22 21 26 37 166 20 29 22 20 20 21 22 24 23 23 20 27 20 39 21 30 38 33 69 2161
internal_value=0 1.62574e-08 -1.0464e-08 -8.46758e-07 -1.64526e-06 -2.00618e-07 2.77178e-08 2.02929e-06 -4.85634e-09 2.80673e-08 -1.97868e-06 1.98235e-10 -1.85106e-08 6.47258e-07 -7.16797e-08 -5.18418e-07 2.42512e-09 1.36488e-06 3.0835e-06 -3.40449e-08 5.47633e-09 -4.28775e-08 -1.21578e-06 2.08499e-08 1.6063e-06 -2.02771e-08 -7.20903e-08 1.00604e-08 -1.98408e-08 -4.30536e-08
internal_weight=0 3101 3069 134 103 65 2935 47 2888 2851 42 2828 2799 207 2592 187 2570 67 47 2503 2422 2400 81 2373 60 2313 61 2283 2250 2230
internal_count=3121 3101 3069 134 103 65 2935 47 2888 2851 42 2828 2799 207 2592 187 2570 67 47 2503 2422 2400 81 2373 60 2313 61 2283 2250 2230
is_linear=0
shrinkage=0.1


Tree=6842
num_leaves=31
num_cat=0
split_feature=448 1348 132 1185 50 393 2 2 2 484 158 160 2 16 12 43 39 33 4 9 10 9 9 16 151 43 0 15 15 49
split_gain=1.03607e-08 1.84794e-08 1.01321e-08 4.70097e-08 1.9167e-08 2.07378e-08 1.19985e-08 9.28637e-08 9.45977e-08 8.61816e-08 8.84494e-08 7.16422e-08 5.77681e-08 5.1144e-08 4.70389e-08 5.24715e-08 2.46756e-08 3.43062e-08 3.27648e-08 1.90054e-07 1.8932e-07 1.07374e-07 5.85659e-08 3.95877e-08 3.29631e-08 4.03854e-08 4.9749e-08 3.98383e-08 3.24487e-08 2.89908e-08
threshold=0.068920000000000023 0.091105000000000005 -0.083174999999999985 -0.083264999999999992 0.09227500000000001 0.10483000000000002 0.10613000000000002 0.10912000000000001 0.11018500000000002 0.10126500000000001 0.10654500000000001 0.087570000000000023 0.10497000000000002 0.51222500000000004 0.090695000000000012 -0.081674999999999984 -1.0000000180025095e-35 -0.009184999999999997 0.053180000000000012 0.084755000000000011 -0.014199999999999999 -0.013509999999999999 -1.0000000180025095e-35 -0.18708499999999997 -0.00099499999999999979 -0.078139999999999973 -0.092404999999999973 -0.084564999999999987 -0.052074999999999989 0.099465000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 12 13 -9 10 11 -10 16 14 15 -8 -5 -18 19 21 -20 -19 -22 -23 -24 26 27 -26 29 -27
right_child=-2 -3 3 6 -6 -7 7 8 9 -11 -12 -13 -14 -15 -16 -17 17 18 20 -21 22 23 24 -25 25 28 -28 -29 -30 -31
leaf_value=1.2104971920672887e-07 -2.2687426223910736e-06 2.4844893247670069e-06 4.7549560652745043e-06 3.2405251711035511e-06 -2.9673434910144409e-06 -2.9695731191168307e-06 -3.3551169600798406e-07 6.6807879139083701e-06 -5.3829836113308283e-07 -6.0179650186379757e-06 5.4777171412908884e-06 4.1556819957934622e-06 4.0914629481550142e-06 -7.3514469140908055e-06 1.7994562023721469e-06 -7.5792303897515023e-06 -3.3416557835153072e-06 5.6623603186243137e-06 9.54435735138759e-06 -9.5579283890315096e-06 -3.5348953263434981e-06 -3.5806411460725942e-06 4.3563349853078163e-06 -3.0249707261149408e-08 3.3827840093181294e-06 1.4343173594218236e-06 -4.4973593767574655e-06 -2.5253371383033009e-06 4.2986204765648227e-06 -2.5224943427652447e-06
leaf_weight=165 20 30 21 24 31 25 20 21 458 24 29 35 36 24 22 20 30 33 24 21 35 32 24 1691 25 95 31 21 31 23
leaf_count=165 20 30 21 24 31 25 20 21 458 24 29 35 36 24 22 20 30 33 24 21 35 32 24 1691 25 95 31 21 31 23
internal_value=0 1.46275e-08 -9.50014e-09 4.10803e-08 -6.61782e-07 -2.85611e-07 6.08864e-09 -3.69853e-07 9.4581e-08 -1.58735e-07 1.10655e-07 -2.05054e-07 1.18906e-07 -3.43188e-06 -1.91463e-06 -3.95737e-06 5.20777e-08 1.59138e-08 6.4201e-08 -1.01064e-07 1.01461e-06 1.20302e-08 2.96316e-07 -9.61885e-08 8.32686e-07 4.58493e-07 -1.40105e-06 6.85598e-07 1.41946e-06 6.63074e-07
internal_weight=0 3101 3071 2850 221 190 2829 653 567 546 522 493 2176 86 62 40 2140 2116 2086 1777 309 1756 285 1723 250 226 77 46 149 118
internal_count=3121 3101 3071 2850 221 190 2829 653 567 546 522 493 2176 86 62 40 2140 2116 2086 1777 309 1756 285 1723 250 226 77 46 149 118
is_linear=0
shrinkage=0.1


Tree=6843
num_leaves=31
num_cat=0
split_feature=33 11 9 9 0 1348 448 160 49 447 2 128 1201 132 1 1204 393 1185 15 403 403 12 400 130 9 31 44 472 12 12
split_gain=1.33612e-08 2.15897e-08 2.02539e-08 4.30831e-08 1.96939e-08 9.65276e-09 3.03343e-08 1.72718e-08 1.03732e-08 1.05374e-08 2.62692e-08 1.05901e-08 1.78768e-08 1.45767e-08 3.09393e-07 2.13128e-07 4.53424e-08 2.86999e-08 1.44766e-08 1.24047e-08 1.48529e-08 1.93256e-08 1.35301e-08 1.07819e-08 1.00984e-08 1.56403e-08 1.22224e-08 3.29918e-08 1.35729e-08 1.20664e-08
threshold=0.085305000000000006 -0.011194999999999998 0.092235000000000011 0.085555000000000006 -0.082619999999999985 0.095915000000000014 0.056825000000000007 0.60040000000000016 0.41663000000000006 0.088380000000000014 0.10803500000000001 0.11787500000000002 -0.08261499999999998 -0.083284999999999984 0.089475000000000013 -0.082199999999999981 0.10483000000000002 -0.083264999999999992 0.090455000000000021 -0.08989999999999998 -0.020569999999999995 0.11232500000000002 -0.082454999999999987 0.115025 -0.08619499999999998 -0.084119999999999986 0.099360000000000018 0.087430000000000022 -0.14757499999999998 0.094580000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -2 6 7 8 9 11 -11 12 -3 14 16 -15 19 -17 -13 -14 22 23 -21 -22 -19 -26 27 28 -27 -30
right_child=4 2 -4 -5 -6 -7 -8 -9 -10 10 -12 18 13 15 -16 17 -18 24 -20 20 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=3.1475365052425666e-06 -4.0523659868085815e-06 2.8136675896546323e-06 -2.2906360373410378e-06 4.2525371867441214e-06 2.6597125066347935e-08 -2.190876579675205e-06 3.8005908837000055e-06 -2.579576710978962e-06 1.9247880597309371e-06 -4.0825956911508653e-06 9.1922889959321416e-07 -3.4154425715574433e-06 2.0489324833761201e-06 -9.0561659511387504e-06 1.1734891774287226e-05 3.8167235470609747e-06 -4.7567264988648951e-06 1.7790325543387553e-06 3.4380144597889739e-07 -3.7487551117010302e-06 3.1659426554142557e-06 -1.8082145776550836e-06 -3.4328255407802189e-07 1.6845066852511081e-07 -2.7939947622712679e-06 -2.010187259402025e-06 -2.063912476403727e-06 4.082223344994418e-06 1.5636061880547057e-07 -3.6869932995703888e-07
leaf_weight=22 20 23 38 24 29 20 21 26 28 21 21 21 25 26 23 20 23 32 20 20 24 24 28 24 20 33 28 20 1843 574
leaf_count=22 20 23 38 24 29 20 21 26 28 21 21 21 25 26 23 20 23 32 20 20 24 24 28 24 20 33 28 20 1843 574
internal_value=0 2.61268e-08 3.6117e-09 3.25564e-08 -1.63829e-06 -1.33903e-09 1.34153e-08 -1.35717e-08 9.26843e-09 -9.27099e-09 -1.58168e-06 1.38933e-08 3.71737e-08 1.42604e-08 8.57395e-07 -4.7773e-08 -6.31786e-07 4.33625e-08 -1.58167e-06 2.25144e-08 -3.99656e-07 5.08726e-07 -1.76223e-06 1.6672e-06 1.37675e-08 -8.66638e-09 1.36341e-08 3.71852e-08 4.1645e-09 3.1667e-08
internal_weight=0 3072 3050 3012 49 2988 2968 2947 2921 2893 42 2851 2810 2787 191 2596 168 2570 41 145 120 72 48 48 2550 2518 2498 2470 2450 2417
internal_count=3121 3072 3050 3012 49 2988 2968 2947 2921 2893 42 2851 2810 2787 191 2596 168 2570 41 145 120 72 48 48 2550 2518 2498 2470 2450 2417
is_linear=0
shrinkage=0.1


Tree=6844
num_leaves=31
num_cat=0
split_feature=448 0 46 0 49 33 3 11 33 9 16 97 9 1 1 15 52 159 3 159 160 52 0 1 2 4 156 0 156 133
split_gain=1.12302e-08 1.93021e-08 1.07646e-08 1.45258e-08 6.31877e-08 1.29524e-08 2.2706e-08 1.74839e-08 1.89781e-08 1.61431e-08 2.59064e-08 1.23548e-08 2.85062e-08 1.29609e-08 3.8457e-08 2.77716e-08 2.35948e-08 1.81962e-08 1.49409e-08 2.70055e-08 7.31621e-08 3.11617e-08 1.00813e-07 5.26389e-08 7.0785e-08 2.14683e-08 1.37625e-08 1.51867e-08 3.44991e-08 4.85978e-08
threshold=0.068920000000000023 -0.26343999999999995 0.084955000000000017 -0.23051499999999997 -0.043469999999999995 0.085305000000000006 -0.0049599999999999991 -0.011194999999999998 -0.009184999999999997 0.085555000000000006 -0.088704999999999992 -0.085969999999999977 -0.082359999999999989 0.13559000000000002 0.13820500000000002 -0.40580499999999992 -0.034054999999999995 0.10797500000000002 0.083060000000000009 0.10545500000000001 -0.087429999999999994 -0.089199999999999988 -0.065229999999999996 0.086455000000000018 0.11263500000000001 -0.51843499999999987 0.3248100000000001 -0.0058249999999999994 0.013700000000000002 0.085760000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -5 -9 11 -11 -10 -13 18 -15 17 -17 -16 25 20 -20 22 -22 -23 -25 -14 27 -27 29 -29
right_child=-2 2 -4 5 -6 6 -8 8 9 10 -12 12 13 14 15 16 -18 -19 19 -21 21 23 -24 24 -26 26 -28 28 -30 -31
leaf_value=2.4208370556758993e-06 -2.3620127677759231e-06 2.5093427945483368e-06 1.662001884477305e-06 2.8327830085055957e-06 -4.409434195002343e-06 -3.9873523204195498e-06 4.6031060646119689e-07 -2.6358163099589379e-06 -2.3639030566548835e-06 -8.2146840637067035e-08 4.5961512785197553e-06 3.6856774624452339e-06 -2.4580975680995229e-06 -4.804780697172233e-06 3.3666779944933995e-06 -1.6216651574447468e-08 -4.2440782232750443e-06 -6.453815319673595e-07 6.5481851161957426e-06 -2.2882719376227102e-06 -6.3085943907026378e-06 -1.5208347039416284e-06 1.9288309408110743e-06 8.3032946906769206e-06 9.8601891785130228e-07 -3.8008124121357142e-08 -2.5469359029340835e-06 -1.0301523407235188e-06 3.9196226509830016e-06 3.9388683629882646e-06
leaf_weight=33 20 22 38 22 33 22 24 27 22 29 20 21 36 22 26 33 22 20 23 24 24 33 39 20 39 2267 21 81 32 26
leaf_count=33 20 22 38 22 33 22 24 27 22 29 20 21 36 22 26 33 22 20 23 24 24 33 39 20 39 2267 21 81 32 26
internal_value=0 1.52413e-08 -1.06337e-08 -3.16107e-08 -1.64192e-06 -1.84017e-09 -1.66683e-06 2.43086e-08 3.05421e-09 2.77936e-08 1.82736e-06 -3.35399e-09 1.51338e-08 -1.25138e-08 -1.01613e-06 -1.9088e-07 -1.70736e-06 1.6223e-06 3.3807e-08 8.60599e-07 1.28517e-06 5.04201e-07 -1.20924e-06 1.67753e-06 3.46645e-06 -3.40014e-08 1.95554e-09 2.42027e-08 1.03882e-06 1.77273e-07
internal_weight=0 3101 3068 3030 55 2975 46 2929 2907 2880 49 2831 2809 2788 123 101 55 46 2665 202 178 155 63 92 59 2463 2427 2406 139 107
internal_count=3121 3101 3068 3030 55 2975 46 2929 2907 2880 49 2831 2809 2788 123 101 55 46 2665 202 178 155 63 92 59 2463 2427 2406 139 107
is_linear=0
shrinkage=0.1


Tree=6845
num_leaves=31
num_cat=0
split_feature=421 10 12 43 9 9 147 448 33 34 9 45 52 52 52 3 42 2 481 15 131 1210 481 4 15 43 13 4 16 15
split_gain=1.0165e-08 1.59825e-08 4.99899e-08 5.01095e-08 2.90485e-08 2.30526e-08 2.03787e-08 2.5868e-08 1.30578e-08 1.76485e-08 1.17936e-08 1.69867e-08 1.22489e-08 3.35426e-08 3.07807e-08 1.0534e-07 5.758e-08 4.15085e-08 1.01369e-07 1.01551e-07 7.1133e-08 7.06064e-08 7.45081e-08 4.98008e-08 3.65086e-08 5.82724e-08 7.92908e-08 1.09491e-07 5.116e-08 4.85568e-08
threshold=-1.0000000180025095e-35 0.0036750000000000007 -0.087484999999999993 -0.075574999999999989 0.091600000000000015 0.085355000000000014 0.097985000000000017 1.0000000180025095e-35 0.085305000000000006 -0.084769999999999984 -0.075689999999999993 0.094030000000000016 0.091275000000000009 0.090645000000000017 0.10160000000000001 -0.071329999999999991 0.089535000000000017 0.085485000000000019 -0.085749999999999979 0.09116500000000001 0.11029000000000001 -0.05860499999999999 -0.079764999999999989 -0.025314999999999994 0.024640000000000006 0.055925000000000009 -0.078279999999999975 -0.073934999999999987 -0.071854999999999988 -0.013104999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 7 8 9 -2 -11 12 13 -12 15 16 -14 18 -16 23 -21 -19 -23 -20 29 26 27 -26 -27 -24
right_child=1 2 3 -5 -6 -7 -8 -9 -10 10 11 -13 14 -15 17 -17 -18 21 19 20 -22 22 24 -25 25 28 -28 -29 -30 -31
leaf_value=-2.2472149248642381e-06 2.9629662421370995e-06 -1.8175859622715508e-06 -5.3135346320232204e-07 5.9306825937710529e-06 -3.6429189249660838e-06 3.3057005848171509e-06 -2.3514205450565728e-06 3.3506691856335081e-06 -2.389468952564446e-06 -2.1804086354677566e-06 1.0482009077185954e-07 -2.2899518889119009e-06 1.2535013034664645e-06 4.2192631235593583e-06 -7.4238550856383272e-06 -8.0639592314665528e-06 -4.4059058272978292e-06 5.5217952859283498e-06 -6.5091833632669443e-06 8.0436632654823376e-06 -3.9037540773279038e-07 5.9248810235398455e-06 -4.3009890920881658e-08 -8.9704819514757619e-07 -2.7406264226079828e-07 -1.5205921675425834e-06 -3.7845445276990139e-07 -9.9823166976875655e-06 5.3798760702539733e-06 3.9790973985602892e-06
leaf_weight=20 20 30 20 30 22 21 37 23 23 25 2132 32 64 20 24 22 25 26 21 20 20 21 159 64 21 22 73 26 21 37
leaf_count=20 20 30 20 30 22 21 37 23 23 25 2132 32 64 20 24 22 25 26 21 20 20 21 159 64 21 22 73 26 21 37
internal_value=0 1.44844e-08 1.40957e-06 3.34587e-06 -2.24593e-08 4.09956e-09 -1.91824e-08 1.01589e-08 -1.61713e-08 2.68388e-09 -1.79094e-08 1.0599e-09 2.70757e-08 1.43058e-07 -3.47691e-07 -1.86784e-06 -3.3622e-07 -4.3661e-08 -1.47121e-06 -3.28305e-07 3.82664e-06 4.80243e-07 1.35295e-07 -2.28358e-06 -2.03371e-07 -1.30919e-06 -2.44102e-06 -5.64459e-06 1.8494e-06 7.16265e-07
internal_weight=0 3101 80 50 3021 2999 2978 2941 2918 2895 2875 2850 2818 2152 666 111 89 555 149 125 40 406 380 85 359 163 120 47 43 196
internal_count=3121 3101 80 50 3021 2999 2978 2941 2918 2895 2875 2850 2818 2152 666 111 89 555 149 125 40 406 380 85 359 163 120 47 43 196
is_linear=0
shrinkage=0.1


Tree=6846
num_leaves=31
num_cat=0
split_feature=448 1348 132 393 1 132 399 399 403 2 131 13 2 2 2 484 158 160 2 16 1 2 157 1 1 52 42 2 2 43
split_gain=1.0035e-08 1.75306e-08 9.78681e-09 3.28218e-08 2.07703e-08 2.887e-08 1.85219e-08 1.1003e-08 1.45941e-08 2.49473e-08 3.16776e-08 1.36668e-08 9.99493e-09 7.73215e-08 7.62912e-08 7.07762e-08 7.25705e-08 6.14553e-08 4.5915e-08 4.57299e-08 3.83963e-08 2.5916e-08 4.80062e-08 2.54365e-08 6.93829e-08 3.45742e-08 4.7958e-08 7.10168e-08 5.91672e-08 3.95716e-08
threshold=0.068920000000000023 0.091105000000000005 -0.083174999999999985 0.12069000000000002 0.088135000000000005 -0.1075 0.091895000000000018 0.088190000000000018 -0.089609999999999981 0.089320000000000024 -0.076979999999999979 -0.008624999999999999 0.10613000000000002 0.10912000000000001 0.11018500000000002 0.10126500000000001 0.10654500000000001 0.087570000000000023 0.10527500000000002 0.51222500000000004 0.10612500000000001 0.11177500000000001 -0.14116499999999996 0.11181500000000001 0.10337500000000001 0.10263500000000002 0.093655000000000002 0.12198500000000001 0.12198500000000001 -0.032879999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 6 -6 7 8 -1 11 -11 -10 18 19 -15 16 17 21 -4 20 -14 -16 -23 24 25 26 28 -28 -24 -27
right_child=-2 -3 3 -5 5 -7 -8 -9 9 10 -12 -13 13 14 15 -17 -18 -19 -20 -21 -22 22 23 -25 -26 29 27 -29 -30 -31
leaf_value=2.4541101636543775e-06 -2.2327948113343154e-06 2.4200149073294599e-06 6.1654625429940591e-08 3.9794214379591201e-06 -4.8548983855312144e-07 -5.2572325070546613e-06 -2.0813713999783631e-06 2.387470048503815e-06 -5.5354402417963558e-07 3.9202969351966514e-06 -1.3480660354616704e-06 -4.2061311967245278e-06 2.1992222120668603e-07 6.0072037957156905e-06 -3.1826426934320338e-06 -5.4447179157553675e-06 4.9705633947614219e-06 3.9235590801421065e-06 4.1373969770981084e-06 -6.8321663225863933e-06 -4.9317049467350921e-06 4.509067682647583e-06 -4.0419068909613998e-06 1.9630569627477399e-07 -6.0725354800255176e-06 3.5677823660762443e-07 6.4308032851840834e-06 -1.1066635597671848e-06 2.6371764674660792e-06 -5.6660054686593266e-06
leaf_weight=20 20 30 2151 21 32 21 37 24 21 21 25 20 39 21 33 24 29 34 28 24 23 20 36 225 27 20 25 25 21 24
leaf_count=20 20 30 2151 21 32 21 37 24 21 21 25 20 39 21 33 24 29 34 28 24 23 20 36 225 27 20 25 25 21 24
internal_value=0 1.43947e-08 -9.10537e-09 4.06059e-08 -6.50178e-07 -2.37618e-06 -1.05665e-07 4.52359e-07 1.83153e-08 -5.41638e-07 1.05706e-06 -2.33529e-06 1.13676e-08 -3.32781e-07 9.3115e-08 -1.35607e-07 1.09901e-07 -1.7777e-07 1.14028e-07 -3.12586e-06 -1.69117e-06 -4.83571e-07 -2.73006e-07 -5.10329e-07 -1.40355e-06 -5.68695e-07 4.01641e-07 2.66207e-06 -1.58119e-06 -2.92838e-06
internal_weight=0 3101 3071 2850 221 53 168 131 107 87 46 41 2829 650 564 543 519 490 2179 86 62 456 423 403 178 151 107 50 57 44
internal_count=3121 3101 3071 2850 221 53 168 131 107 87 46 41 2829 650 564 543 519 490 2179 86 62 456 423 403 178 151 107 50 57 44
is_linear=0
shrinkage=0.1


Tree=6847
num_leaves=31
num_cat=0
split_feature=46 44 1454 49 475 15 2 2 2 4 4 52 49 39 1 12 42 12 52 367 12 12 12 12 132 1203 393 1 42 12
split_gain=9.29173e-09 2.57768e-08 1.35215e-08 1.20142e-08 4.30357e-08 6.53536e-08 3.38808e-08 6.44487e-08 4.8432e-08 4.26077e-08 6.83767e-08 6.57086e-08 2.4801e-08 1.71762e-08 2.03565e-08 2.75003e-08 1.99468e-08 1.92661e-08 2.17982e-08 1.91093e-08 1.76082e-08 2.45306e-08 2.33036e-08 2.7974e-08 1.91121e-08 2.60825e-07 1.80758e-07 2.23152e-08 2.01435e-08 1.08239e-07
threshold=0.084955000000000017 0.10049500000000001 0.11906000000000001 0.097940000000000013 -0.085774999999999976 -0.026084999999999994 0.113445 0.11682500000000001 0.10381000000000001 0.056795000000000005 -0.0083799999999999986 0.024145000000000003 0.15266500000000002 -0.020804999999999994 0.16540500000000002 0.15120000000000003 -0.23037499999999997 0.12069000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.11351500000000002 0.11527000000000001 0.10911500000000002 0.10806000000000002 -0.083284999999999984 0.089165000000000008 0.11170000000000001 0.086455000000000018 0.11839500000000001 0.096075000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 13 -5 6 8 -8 9 10 -6 -12 -9 19 15 16 -15 20 -19 -1 22 -22 23 24 25 27 28 -18 -26 -30
right_child=1 -3 -4 4 5 -7 7 12 -10 -11 11 -13 -14 14 -16 -17 17 18 -20 -21 21 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=6.883898584839279e-08 4.1164486663092249e-06 -6.2015209997062574e-07 -2.3856437299703734e-06 -4.7432259140370428e-06 4.409512005995646e-07 4.4407378776735714e-06 5.2544730550607717e-06 4.9709129209108054e-07 -4.9558270782600792e-06 2.0111483597418102e-06 -8.3342487405010005e-06 -5.7326600767737544e-07 -3.2610968710287125e-06 3.1037135158840102e-06 3.0629842078032322e-06 -3.3676998930826339e-06 7.0889909616530158e-08 4.5936624474052227e-06 3.2153085591992505e-08 -3.8881947232213228e-06 -4.3095003956171819e-06 -4.8160626257803024e-08 2.5421359939209173e-06 -3.4244593497651696e-06 3.8594991049488393e-08 1.1488638531210156e-05 -9.4549863842985366e-06 -3.3970729093183488e-06 -2.2489825744918967e-06 5.3549770762573742e-06
leaf_weight=26 20 27 24 23 57 27 24 59 34 40 24 20 25 22 23 23 96 20 22 23 22 35 38 23 2205 21 20 23 36 39
leaf_count=26 20 27 24 23 57 27 24 59 34 40 24 20 25 22 23 23 96 20 22 23 22 35 38 23 2205 21 20 23 36 39
internal_value=0 1.39542e-06 -2.13306e-08 -2.72621e-09 -5.69643e-07 -2.5999e-07 -7.0847e-07 6.84336e-07 -1.56803e-06 -7.51114e-07 -1.84508e-06 -4.80653e-06 -6.21417e-07 6.67561e-08 1.0083e-07 7.50723e-08 1.05272e-07 7.99007e-08 2.2043e-06 -1.78854e-06 4.502e-08 -1.69289e-06 8.46284e-08 4.67132e-08 7.94332e-08 1.21382e-06 1.03839e-08 -5.99389e-07 9.34135e-08 1.70508e-06
internal_weight=0 47 3074 3050 333 310 283 108 175 141 101 44 84 2717 2668 2645 2622 2600 42 49 2558 57 2501 2463 2440 140 2300 119 2280 75
internal_count=3121 47 3074 3050 333 310 283 108 175 141 101 44 84 2717 2668 2645 2622 2600 42 49 2558 57 2501 2463 2440 140 2300 119 2280 75
is_linear=0
shrinkage=0.1


Tree=6848
num_leaves=31
num_cat=0
split_feature=421 9 2 33 9 147 448 46 46 160 160 151 150 150 40 155 2 484 133 3 13 133 15 484 157 16 484 151 15 48
split_gain=9.48163e-09 1.52606e-08 2.86997e-08 1.55037e-08 2.53282e-08 1.70414e-08 2.25816e-08 9.91916e-09 1.21032e-08 9.71661e-09 5.06652e-08 3.45526e-08 4.11031e-08 4.26558e-08 3.55849e-08 3.44663e-08 7.46688e-08 9.35074e-08 5.58219e-08 3.4432e-08 3.59761e-08 2.33232e-08 3.4252e-08 2.16166e-08 3.41809e-08 3.44661e-08 2.78134e-08 2.00477e-08 4.70405e-08 6.95944e-08
threshold=-1.0000000180025095e-35 0.092410000000000006 -0.15339499999999998 -0.009184999999999997 0.085555000000000006 0.097985000000000017 1.0000000180025095e-35 0.10987500000000001 0.083550000000000013 0.081905000000000019 0.062030000000000009 0.057610000000000008 0.08826500000000001 0.084335000000000007 -0.069739999999999983 0.082230000000000011 0.11448000000000001 0.068975000000000009 0.089980000000000018 -0.10115999999999999 -0.004174999999999999 -0.012979999999999998 -0.010414999999999999 -0.093244999999999981 -0.073194999999999996 -0.008069999999999999 -0.088654999999999998 0.015440000000000001 -0.026084999999999994 0.092150000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 9 10 23 12 13 14 -11 16 17 18 19 -16 21 -21 -23 24 -5 -26 -25 -28 29 -29
right_child=1 2 -4 4 -6 -7 -8 -9 -10 11 -12 -13 -14 -15 15 -17 -18 -19 -20 20 -22 22 -24 26 25 -27 27 28 -30 -31
leaf_value=-2.1703537100847825e-06 -2.399469056197429e-06 -3.7328019204694471e-07 4.5558243679503596e-06 -1.9475080807751513e-06 3.468300480692831e-06 -2.1209661470397566e-06 3.1314498617417566e-06 2.1514230636079276e-06 -2.2205673101325375e-06 2.8992529030691724e-06 4.5398055972327714e-06 -3.7992478759218197e-06 2.9448657709419448e-06 -4.0390603970763552e-06 -3.7636396172047172e-06 3.3872113544930476e-06 -6.6249937901829987e-06 5.9591092762968313e-06 -4.8110933403911602e-06 -2.9703857736913215e-06 3.5348565028974532e-06 -1.0094202961087063e-06 3.6251359217201101e-06 -3.5775168271356962e-06 3.480834293597958e-07 5.1442254545925665e-06 -6.4167691814486831e-08 7.423479591276798e-06 -8.5933012957431618e-07 -1.9198850698861257e-07
leaf_weight=20 27 27 21 20 21 38 23 21 25 33 25 29 37 32 24 20 21 21 33 28 28 52 23 22 29 31 2296 24 46 24
leaf_count=20 27 27 21 20 21 38 23 21 25 33 25 29 37 32 24 20 21 21 33 28 28 52 23 22 29 31 2296 24 46 24
internal_value=0 1.39972e-08 1.7832e-06 -1.38187e-08 7.46767e-09 -1.67178e-08 1.02324e-08 -1.41521e-08 -2.97105e-08 -1.08107e-08 6.04301e-08 -4.81449e-07 -2.08108e-07 -5.78457e-07 -1.87152e-07 -5.94557e-07 -9.40798e-07 -3.69659e-07 -1.0766e-06 -2.81509e-07 3.56439e-07 -5.07597e-07 4.11844e-07 1.54926e-08 1.63269e-06 2.82609e-06 -3.81459e-08 -5.56587e-09 1.42581e-06 3.61575e-06
internal_weight=0 3101 48 3053 3026 3005 2967 2944 2923 2898 2517 381 352 315 283 250 230 209 188 155 131 103 75 2492 80 60 2412 2390 94 48
internal_count=3121 3101 48 3053 3026 3005 2967 2944 2923 2898 2517 381 352 315 283 250 230 209 188 155 131 103 75 2492 80 60 2412 2390 94 48
is_linear=0
shrinkage=0.1


Tree=6849
num_leaves=31
num_cat=0
split_feature=448 0 48 1 1 1 132 12 13 12 402 401 133 104 11 9 3 33 376 376 47 3 9 123 47 0 42 160 4 13
split_gain=9.59442e-09 1.70929e-08 1.07511e-08 7.52802e-08 5.98247e-08 1.42846e-08 1.0824e-08 2.99001e-08 7.74881e-08 3.95918e-08 2.16929e-08 1.8805e-08 1.62965e-08 1.57831e-08 2.20896e-08 1.67211e-08 4.97855e-08 3.82811e-08 1.47152e-08 1.9824e-08 1.66814e-08 7.26966e-08 6.17375e-08 1.16501e-07 3.22644e-08 2.25479e-08 1.55159e-08 2.2801e-08 3.0264e-08 2.04463e-08
threshold=0.068920000000000023 -0.26343999999999995 0.12474000000000002 0.11212500000000002 0.12456000000000002 0.13501500000000002 0.10833500000000001 0.089085000000000011 -0.0097949999999999982 0.085195000000000007 0.31278000000000006 0.13699500000000003 0.41553500000000004 0.088500000000000009 -0.011194999999999998 0.092235000000000011 -0.13309499999999996 -0.0066799999999999993 0.10727000000000002 0.088470000000000007 0.092165000000000011 -0.0037349999999999996 -0.013509999999999999 0.083855000000000013 0.087235000000000021 -0.10607499999999999 -0.058859999999999989 -0.016279999999999996 0.04735000000000001 -0.074044999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 10 9 -9 -8 11 13 -10 14 -3 17 -17 -16 19 20 22 25 23 -19 -24 -22 -27 29 -29 -28
right_child=-2 2 3 4 5 -7 7 8 12 -11 -12 -13 -14 -15 15 16 -18 18 -20 -21 21 -23 24 -25 -26 26 27 28 -30 -31
leaf_value=2.2778219421194412e-06 -2.1832302240909485e-06 3.1710949191289153e-06 5.7504471280367399e-06 -5.265711770334747e-06 3.2710014659187438e-06 -1.5685751747234404e-07 -4.2129709451425397e-07 4.5892060682119874e-06 -4.1404667399547181e-06 -6.006411541131291e-06 3.2775505485460605e-06 -3.0087898719124325e-06 -2.9144473707922527e-07 -2.8043341472994146e-06 3.8405189413354563e-06 1.8501298370665609e-06 -4.7862103586409758e-06 9.1629799374545879e-06 2.6217080419753204e-06 -3.0961548808201247e-06 2.7016076571201735e-06 -4.8209950962604797e-06 4.8158168228271171e-08 -1.1389347590644003e-06 -2.6851975369688512e-06 1.9524213583914075e-06 -6.9336111664597409e-07 -8.5397703427448644e-07 -5.3023461032353228e-06 3.1599387955880266e-06
leaf_weight=33 20 22 25 20 20 31 30 27 22 22 20 21 22 20 26 20 26 21 21 21 26 38 2331 23 44 23 40 65 20 21
leaf_count=33 20 22 25 20 20 31 30 27 22 22 20 21 22 20 26 20 26 21 21 21 26 38 2331 23 44 23 40 65 20 21
internal_value=0 1.40754e-08 -1.02739e-08 1.0313e-06 -6.30377e-07 1.1874e-06 -4.39182e-08 -9.62386e-07 3.71923e-07 -2.78423e-06 -4.26512e-09 -2.74664e-08 -2.21596e-06 -5.17014e-09 1.49099e-08 -1.01935e-08 -1.90085e-06 2.17808e-08 -1.50742e-08 -3.57896e-08 -1.1556e-08 -8.19663e-07 6.62816e-08 3.77789e-06 -2.48084e-09 -3.99163e-08 -4.61689e-07 -8.41994e-07 -1.90065e-06 6.33185e-07
internal_weight=0 3101 3068 96 71 51 2972 123 71 52 2849 2829 44 2808 2788 2766 46 2720 2694 2673 2652 233 2419 44 2375 195 169 146 85 61
internal_count=3121 3101 3068 96 71 51 2972 123 71 52 2849 2829 44 2808 2788 2766 46 2720 2694 2673 2652 233 2419 44 2375 195 169 146 85 61
is_linear=0
shrinkage=0.1


Tree=6850
num_leaves=31
num_cat=0
split_feature=157 2 475 157 475 157 475 49 12 475 1371 475 157 1426 2 2 2 2 1374 1428 482 16 151 151 148 151 159 0 40 52
split_gain=9.67516e-09 4.10335e-08 4.12569e-08 2.4071e-08 1.94466e-08 1.80743e-08 1.2427e-08 4.32831e-08 4.28116e-08 3.52661e-08 5.28244e-08 3.57861e-08 1.50383e-08 1.41598e-08 1.30227e-08 8.58777e-08 7.27356e-08 4.90163e-08 4.0811e-08 3.74441e-08 3.19582e-08 9.44288e-08 2.49876e-08 5.09941e-08 2.46843e-08 4.16252e-08 5.39622e-08 3.21217e-08 2.85739e-08 5.6998e-08
threshold=0.11933000000000001 0.095040000000000013 -0.24431999999999998 0.10119000000000002 -0.10664 0.084490000000000023 -0.086304999999999979 -0.0087049999999999992 0.083935000000000023 -0.085774999999999976 0.083235000000000017 -0.085024999999999989 0.0026750000000000007 -0.094284999999999994 0.11682500000000001 0.11510000000000002 0.11747 0.11411 -0.23782999999999996 -0.020064999999999996 -0.44221499999999997 0.55700000000000005 0.13340000000000005 0.09759000000000001 -0.07546499999999999 -0.064619999999999983 0.093660000000000007 -0.15599999999999997 -0.049804999999999995 -0.21968999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 7 -6 -9 -8 11 -11 13 -13 15 17 -16 18 -15 -20 -21 22 23 -22 -18 26 -26 -27 -29 -30
right_child=1 2 -4 -5 5 -7 9 8 -10 10 -12 12 -14 14 16 -17 24 -19 19 20 21 -23 -24 -25 25 27 -28 28 29 -31
leaf_value=-3.1106122878554742e-06 -1.713539614749087e-06 4.1860066500833325e-07 5.8017265359922026e-06 -2.8495663207195325e-06 4.8618857916786197e-06 2.2451536482195583e-06 -4.2258172743458995e-06 3.0744500509172213e-06 -3.0298070399752492e-06 -3.4972982962244715e-06 3.691553412540758e-06 2.6464928305358627e-06 -2.6908482617554477e-06 4.1417063547063057e-06 -5.7770124933540507e-06 5.0541448759384582e-06 2.831102205846037e-06 -4.4123146635683951e-06 -3.7054836428540981e-06 -3.8418433339938388e-06 -1.2828543730344901e-10 5.8481599807131647e-06 -2.6466300573702032e-06 5.0729069823773907e-06 -6.103856778989009e-06 2.8608793400053401e-06 7.4940114927812836e-07 1.8354064721393115e-06 -4.9851815235562196e-06 -2.1168939157205588e-07
leaf_weight=20 35 35 24 30 23 36 20 20 27 30 38 20 21 24 25 34 25 25 27 21 2137 28 35 20 27 35 20 48 29 182
leaf_count=20 35 35 24 30 23 36 20 20 27 30 38 20 21 24 25 34 25 25 27 21 2137 28 35 20 27 35 20 48 29 182
internal_value=0 9.99134e-07 2.60835e-06 -3.10287e-08 -2.81515e-09 1.80636e-08 -9.19765e-09 1.30725e-06 -4.32251e-07 -4.1295e-08 -1.19402e-08 -6.19696e-08 -2.49377e-08 -4.66828e-09 -2.40057e-08 6.48693e-08 -5.58392e-07 -8.34409e-09 3.96922e-08 -3.71532e-09 4.08843e-08 7.76128e-08 3.90143e-09 4.69096e-08 -2.01929e-07 -4.24292e-07 -3.18758e-06 1.74577e-08 -3.66789e-07 -8.67762e-07
internal_weight=0 94 59 3027 2997 2977 2941 70 47 2871 2851 2813 2783 2762 2742 2351 391 2317 2292 2268 2241 2220 2192 2157 366 341 47 294 259 211
internal_count=3121 94 59 3027 2997 2977 2941 70 47 2871 2851 2813 2783 2762 2742 2351 391 2317 2292 2268 2241 2220 2192 2157 366 341 47 294 259 211
is_linear=0
shrinkage=0.1


Tree=6851
num_leaves=31
num_cat=0
split_feature=1211 43 401 402 1210 131 131 133 1208 402 1209 1209 1210 1209 1200 1203 132 15 1211 1 400 1210 0 1210 3 3 0 13 0 1213
split_gain=9.15939e-09 2.24636e-08 1.60665e-08 3.00505e-08 1.93126e-08 1.34861e-08 1.5546e-08 1.70255e-08 2.70521e-08 2.96419e-08 3.4097e-08 1.53207e-08 1.53084e-08 4.72542e-08 1.42197e-08 2.95449e-08 3.20768e-08 4.41905e-07 2.81513e-07 2.53358e-08 2.13603e-08 2.66589e-08 4.2313e-08 2.69189e-08 1.70308e-08 3.61936e-08 3.45251e-08 6.42439e-08 3.86147e-08 2.27813e-08
threshold=0.11716500000000001 0.062770000000000006 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.13567500000000002 0.11925000000000001 0.41553500000000004 0.10737500000000001 -0.10770499999999998 -0.097919999999999993 -0.087714999999999987 -0.13847499999999999 0.10183000000000002 0.085330000000000017 0.089745000000000019 -0.083284999999999984 0.091650000000000023 0.10167000000000002 0.086455000000000018 -1.0000000180025095e-35 -0.064799999999999983 -0.084889999999999979 -0.0095099999999999976 -0.094299999999999981 -0.096099999999999977 0.10455500000000001 -0.033284999999999988 0.051010000000000007 -0.41776999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 7 8 9 -5 -11 -12 -13 14 15 16 17 19 20 -14 -18 22 -22 -23 25 -25 28 -28 29 -26
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 11 12 13 -15 -16 -17 18 -19 -20 -21 21 23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-2.4511418107269698e-06 2.9061192311597885e-06 -1.3411109944172495e-06 3.047313995807599e-06 2.79960547717368e-06 -3.1304921685659793e-06 -2.0875592048058379e-06 2.313029705780129e-06 -2.0891413484127372e-06 3.5075372894962956e-06 -4.1636325659055736e-06 2.3962217797956193e-06 2.2041939619536304e-06 2.1984548788985537e-07 -4.7925246138090322e-06 2.0988380334353181e-06 -3.2866113639633863e-06 2.8344667148653224e-06 1.5283300035662252e-05 -1.1643916243320703e-05 -2.7343258926486825e-06 6.2936930286620436e-07 3.0249042851962794e-06 -5.7187087501612647e-06 2.8409019429854271e-07 -2.3787293816389542e-06 4.0572952709933614e-06 -7.1551816381543178e-06 1.6168943830052741e-07 3.7245269525626027e-06 -1.0066750981343572e-07
leaf_weight=27 33 20 32 37 20 31 29 39 22 20 26 30 123 21 31 28 26 20 21 38 21 29 21 435 45 27 20 30 26 1793
leaf_count=27 33 20 32 37 20 31 29 39 22 20 26 30 123 21 31 28 26 20 21 38 21 29 21 435 45 27 20 30 26 1793
internal_value=0 1.30339e-06 -2.25208e-08 -9.57872e-10 -3.33755e-08 -1.26521e-08 9.09305e-09 -1.37182e-08 1.42892e-08 -1.25069e-08 -4.92601e-08 -1.99867e-08 -4.25438e-08 -6.70092e-08 -3.07122e-08 -5.51355e-08 -2.13107e-08 1.2641e-06 -1.14599e-07 -4.77412e-07 -1.66949e-08 -4.69892e-08 -2.54467e-06 -3.37068e-09 -4.03319e-08 5.04602e-07 -1.71868e-07 -2.76506e-06 -1.02308e-07 -1.56442e-07
internal_weight=0 53 3068 3041 3009 2989 2958 2929 2890 2868 2831 2811 2785 2755 2734 2703 2675 181 2494 161 2473 2447 42 2405 2376 462 1914 50 1864 1838
internal_count=3121 53 3068 3041 3009 2989 2958 2929 2890 2868 2831 2811 2785 2755 2734 2703 2675 181 2494 161 2473 2447 42 2405 2376 462 1914 50 1864 1838
is_linear=0
shrinkage=0.1


Tree=6852
num_leaves=31
num_cat=0
split_feature=132 399 15 130 12 33 3 34 97 9 10 9 394 390 13 133 1374 13 4 4 50 3 158 483 483 3 42 12 12 402
split_gain=1.04135e-08 3.85964e-08 3.18725e-08 1.14955e-08 1.53509e-08 1.32495e-08 2.14243e-08 1.69795e-08 1.01181e-07 3.8116e-08 3.37379e-08 2.70347e-08 1.04475e-08 1.766e-08 1.05045e-08 7.69434e-08 5.94835e-08 9.03517e-08 5.11548e-08 8.40864e-08 6.65023e-08 1.38055e-07 4.89484e-08 5.68474e-08 7.63224e-08 5.59742e-08 4.79282e-08 4.29889e-08 1.05937e-07 8.97815e-08
threshold=-0.083449999999999983 0.091580000000000009 0.092400000000000024 -0.22699999999999995 0.23631000000000002 0.085305000000000006 -0.0049599999999999991 -0.057544999999999992 -0.063039999999999985 0.091600000000000015 -0.0087699999999999983 0.081890000000000004 0.0066850000000000008 0.087590000000000015 -0.086254999999999984 0.10722500000000001 0.088460000000000011 -0.08645499999999999 -0.081714999999999996 -0.080744999999999997 0.091320000000000012 -0.082284999999999983 0.080150000000000013 0.087520000000000014 0.0015150000000000003 -0.081574999999999995 0.084145000000000011 0.088245000000000004 0.089150000000000021 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 7 -7 8 10 11 -5 12 13 14 15 16 17 18 20 -20 21 -9 23 24 27 -25 -24 29 -29 -21
right_child=1 -3 -4 4 -6 6 -8 9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 22 -22 -23 26 25 -26 -27 -28 28 -30 -31
leaf_value=-2.3041043465265678e-07 -2.1715430868596289e-06 3.2158887925585369e-06 -4.0274750290336669e-06 1.6019683453123435e-06 2.7869346777720238e-06 -4.0243452498803636e-06 3.9345515525066895e-07 5.3257926343316539e-07 7.1943797923846763e-06 -3.1508854051839752e-06 -3.6470923078013587e-06 3.61252274766836e-06 -1.9843573607676472e-06 2.2613457796134234e-06 -1.1865589990828848e-07 6.2990695499008466e-06 5.2586009959751131e-06 -6.480033213544327e-06 -5.3501666843658317e-06 -1.8857847696947785e-07 -2.4407881413856597e-06 9.4379837959321681e-06 6.6542085429925172e-06 6.8481964652684325e-06 -6.2624971050077569e-06 -9.3196346667285138e-08 6.428589680732937e-07 7.6592033749312543e-06 -1.4688769102342645e-07 -5.3658392093949238e-06
leaf_weight=191 24 38 25 25 20 21 23 49 22 38 24 21 26 35 1922 21 22 21 30 183 23 27 21 21 23 26 36 21 101 41
leaf_count=191 24 38 25 25 20 21 23 49 22 38 24 21 26 35 1922 21 22 21 30 183 23 27 21 21 23 26 36 21 101 41
internal_value=0 4.98054e-08 -6.69886e-07 7.84122e-09 2.62391e-08 6.68052e-09 -1.71504e-06 3.39406e-08 1.5605e-06 -6.08363e-09 -9.69e-07 3.86739e-08 1.03421e-08 3.01142e-08 -6.08969e-11 3.42191e-07 1.48246e-07 -3.22161e-08 1.92708e-07 -2.1625e-07 2.27054e-06 3.69634e-06 1.09368e-07 -2.67188e-07 -6.84388e-07 3.00828e-06 2.85757e-06 -3.13589e-07 1.19678e-06 -1.1362e-06
internal_weight=0 2905 216 2867 2843 2823 44 2779 71 2708 49 2670 2649 2623 2588 666 645 623 602 503 99 76 473 416 369 47 57 346 122 224
internal_count=3121 2905 216 2867 2843 2823 44 2779 71 2708 49 2670 2649 2623 2588 666 645 623 602 503 99 76 473 416 369 47 57 346 122 224
is_linear=0
shrinkage=0.1


Tree=6853
num_leaves=31
num_cat=0
split_feature=1211 50 1213 2 403 402 12 402 1447 1456 1447 403 1447 2 1447 403 403 1210 1210 133 1208 1213 1447 1444 1447 1447 47 10 33 47
split_gain=9.97137e-09 3.34484e-08 2.42516e-08 2.19478e-08 1.45736e-08 1.14209e-08 3.50154e-08 2.5251e-08 1.04977e-08 3.60339e-08 3.03746e-08 3.70015e-08 2.98084e-08 2.25454e-08 1.97009e-08 1.60538e-08 2.17444e-08 2.57822e-08 2.35347e-08 2.21615e-08 4.07851e-08 1.95799e-08 1.60707e-08 5.15662e-08 1.34525e-08 3.00944e-08 1.45015e-08 1.20614e-07 8.51437e-08 3.75388e-08
threshold=0.087635000000000005 0.096900000000000014 -0.020279999999999996 0.084550000000000014 -0.014954999999999998 -0.44724499999999995 0.096210000000000004 -0.41596499999999997 -0.086849999999999997 0.085275000000000004 -0.086279999999999982 -0.55327499999999985 -0.085644999999999985 0.087505000000000013 -0.084334999999999979 -0.54856499999999986 -0.5335399999999999 -0.3960249999999999 -0.094799999999999982 0.41553500000000004 0.098500000000000018 0.10336000000000002 -0.082824999999999982 -0.079374999999999987 -0.072479999999999989 -0.051529999999999992 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 -1 -7 9 13 -10 -12 -13 -9 -14 -16 -17 -18 -19 20 21 22 -20 -24 -25 -26 28 -28 -27 -30
right_child=1 -3 3 4 -6 7 -8 8 10 -11 11 12 14 -15 15 16 17 18 19 -21 -22 -23 23 24 25 26 27 -29 29 -31
leaf_value=7.6240664839133396e-07 2.5173200767388457e-06 3.7817575700197875e-06 -2.9218012308950666e-06 -1.0078011531705297e-06 2.1372872144918524e-06 3.5256247247161808e-06 -4.7581298534282726e-06 -2.2928420815427173e-06 -3.6916596387903199e-06 4.1536853687445657e-06 3.5107325574840772e-06 -3.8331604184263381e-06 2.7431643666204766e-06 1.6853725043119995e-06 -2.7672876016863897e-06 2.4579639731361085e-06 -3.6639496011048322e-06 2.9936874125269243e-06 -2.1881750093858243e-06 -2.7046301909194881e-06 4.3322842581498362e-06 -2.4417250707691503e-06 5.0269318626305905e-06 -1.9137971764557267e-06 3.8213729176561628e-06 -5.4520372426244046e-06 8.0866454277384039e-06 2.6618350748971612e-08 -1.2815645620712281e-07 4.2248879253747876e-06
leaf_weight=27 30 30 31 34 26 20 20 29 23 26 29 21 25 28 22 34 20 25 35 32 21 35 20 39 20 30 20 259 2090 20
leaf_count=27 30 30 31 34 26 20 20 29 23 26 29 21 25 28 22 34 20 25 35 32 21 35 20 39 20 30 20 259 2090 20
internal_value=0 7.9272e-07 5.16363e-08 -7.61226e-07 3.5507e-07 -4.03043e-08 -1.58676e-06 -1.54383e-08 -3.98342e-08 1.0686e-06 -7.24583e-08 -4.26973e-08 -7.99262e-08 -3.38631e-07 -5.12338e-08 -7.68987e-08 -5.4977e-08 -8.70251e-08 -5.99886e-08 -8.91156e-08 -5.67879e-08 -9.26798e-08 -6.02216e-08 -3.04064e-08 -7.12243e-08 -4.17613e-08 -7.37012e-08 6.04398e-07 -1.62108e-07 -8.68954e-08
internal_weight=0 151 121 91 60 2970 47 2923 2903 83 2820 2797 2768 57 2747 2722 2700 2666 2646 2621 2589 2568 2533 2498 2478 2439 2419 279 2140 2110
internal_count=3121 151 121 91 60 2970 47 2923 2903 83 2820 2797 2768 57 2747 2722 2700 2666 2646 2621 2589 2568 2533 2498 2478 2439 2419 279 2140 2110
is_linear=0
shrinkage=0.1


Tree=6854
num_leaves=31
num_cat=0
split_feature=10 0 10 3 123 33 45 142 52 13 16 43 13 15 4 132 131 1447 42 1 3 4 4 4 160 0 1455 16 1186 0
split_gain=1.03315e-08 1.46427e-07 1.29372e-07 2.90314e-08 3.75231e-08 1.23333e-08 1.03277e-08 1.94661e-08 1.19114e-08 3.35631e-08 5.46068e-08 4.80129e-08 3.73874e-08 4.03292e-08 8.2218e-08 5.07103e-08 5.17552e-08 1.36891e-07 1.07108e-07 3.38632e-08 3.19128e-08 5.24061e-08 5.11095e-08 8.55811e-08 3.98216e-08 3.71274e-08 3.94038e-08 4.83948e-08 2.99328e-08 2.82866e-08
threshold=-0.011559999999999999 -0.10224499999999999 -0.086389999999999981 -0.047929999999999993 0.083935000000000023 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 0.091275000000000009 -0.097224999999999992 0.15891500000000003 0.10915000000000001 -0.091904999999999987 0.12044500000000001 -0.050494999999999991 0.038060000000000004 0.089415000000000008 1.0000000180025095e-35 0.090545000000000014 0.079415000000000013 -0.11171999999999999 -0.084134999999999988 -0.081224999999999978 -0.079329999999999984 -0.52800499999999995 -0.091354999999999978 0.10625500000000002 -0.037154999999999994 -0.11456499999999999 -0.082184999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2 7 -7 28 11 12 19 -11 15 -15 16 17 20 -18 -10 -14 -22 -23 -24 -25 -26 27 29 -9 -27
right_child=5 2 -4 4 -6 6 -8 8 9 10 -12 -13 13 14 -16 -17 18 -19 -20 -21 21 22 23 24 25 26 -28 -29 -30 -31
leaf_value=-7.7193064698803946e-06 2.1253195752381414e-06 1.325997090344362e-06 7.057097613824226e-06 -6.0877281936200242e-06 -2.2290483106720181e-07 3.0007762916284267e-06 -1.6667575077159808e-06 3.9766853819855895e-06 5.8617354995847029e-06 -4.2492938822154739e-06 -4.8357554697790404e-06 -1.885150561520277e-06 -3.2990214272388133e-06 -8.8147250342421225e-07 7.4527962487991315e-06 -4.6208412446243793e-06 -8.5173469525624441e-06 8.2087289297305694e-06 6.0604279203670883e-07 5.0755264575335404e-07 4.072629012194613e-06 -4.0948967862828857e-06 5.7788659430476258e-06 -4.253089973644819e-06 -2.8186502010900835e-06 2.4298750217739824e-06 -3.7484327731363013e-06 4.8388139846253958e-06 9.0699261318808925e-08 -5.4097161663413952e-07
leaf_weight=25 28 26 25 20 24 22 36 20 27 24 29 25 32 29 20 28 22 20 31 21 29 33 24 25 41 44 20 27 2226 118
leaf_count=25 28 26 25 20 24 22 36 20 27 24 29 25 32 29 20 28 22 20 31 21 29 33 24 25 41 44 20 27 2226 118
internal_value=0 -9.09863e-07 8.82096e-07 -1.32326e-06 -2.88873e-06 3.63831e-08 1.67093e-08 3.73442e-08 1.49787e-08 -3.55407e-07 -6.03295e-07 1.66845e-06 -3.8682e-07 -2.16103e-07 2.52027e-06 -4.87525e-07 -2.39171e-07 1.38355e-07 -3.18102e-06 3.51928e-06 -2.72351e-07 -4.05902e-09 -3.60155e-07 5.20403e-08 -4.47755e-07 -6.72219e-08 4.72532e-07 9.19195e-07 1.25303e-07 2.65925e-07
internal_weight=0 120 95 70 44 3001 2973 2937 2915 669 596 73 567 543 49 494 466 413 53 48 393 361 332 299 275 250 209 189 2246 162
internal_count=3121 120 95 70 44 3001 2973 2937 2915 669 596 73 567 543 49 494 466 413 53 48 393 361 332 299 275 250 209 189 2246 162
is_linear=0
shrinkage=0.1


Tree=6855
num_leaves=31
num_cat=0
split_feature=1209 421 9 2 9 41 41 149 49 34 2 147 147 1365 1366 43 1374 43 3 1373 1374 159 158 3 133 1454 0 12 15 15
split_gain=1.0227e-08 9.68015e-09 1.98077e-08 2.25604e-08 2.00271e-08 1.6994e-08 4.40206e-08 1.65372e-08 1.49446e-08 1.48191e-08 3.3863e-08 1.11739e-08 2.39085e-08 1.08867e-08 1.25447e-08 1.19421e-08 8.19649e-08 7.79195e-08 1.91943e-07 1.06372e-07 4.67007e-08 3.56115e-08 6.13174e-08 3.64165e-08 3.13672e-08 6.09203e-08 6.01747e-08 4.34527e-08 4.09477e-08 3.99954e-08
threshold=-0.14444499999999996 -1.0000000180025095e-35 0.092410000000000006 -0.15339499999999998 0.088235000000000022 0.086565000000000017 0.090905000000000014 0.091325000000000003 -0.054984999999999992 -0.08786999999999999 -0.080614999999999978 0.099230000000000013 0.093875000000000014 0.088010000000000019 -0.083699999999999983 -0.081944999999999976 0.086765000000000023 -0.08287499999999999 -0.082234999999999989 0.078175000000000008 0.088460000000000011 0.11058000000000003 0.093160000000000007 -0.012939999999999998 0.089595000000000022 0.07931500000000001 -0.075359999999999996 0.10589000000000003 0.088850000000000012 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 7 -7 9 -9 -3 -11 12 13 14 -12 16 17 19 -19 21 -17 22 23 24 25 -16 27 28 29 -26
right_child=1 2 3 -5 -6 6 -8 8 -10 10 11 -13 -14 -15 15 20 -18 18 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=2.2540404643223157e-06 -2.2074510684433336e-06 2.4533106701104165e-06 1.0324510631781543e-07 4.473459969068201e-06 -2.9094561947810389e-06 5.4851058030180869e-06 1.3902843814172065e-07 -2.5842455858329905e-07 -3.9960670983418824e-06 -3.7062201772641854e-06 -2.1258993050261261e-06 1.978141508678683e-06 -3.1721765035778542e-06 2.2133619991522709e-06 4.492408991065245e-07 -7.0077542753747521e-08 6.3527432096386541e-06 1.1036453617469471e-05 -8.1952598710207296e-07 -6.5426716828369537e-06 -4.1834471997300885e-06 -2.9545718354660901e-06 4.54360724049252e-06 -3.1786794738074991e-06 2.0191626188332316e-06 5.9918859841716421e-06 -4.3234780889816031e-06 -4.0757058784601254e-06 4.3664780900616491e-06 -2.1305645058570617e-06
leaf_weight=20 20 24 27 21 24 20 67 23 20 25 28 28 24 22 356 1938 22 22 36 25 28 36 32 33 45 21 39 21 26 48
leaf_count=20 20 24 27 21 24 20 67 23 20 25 28 28 24 22 356 1938 22 22 36 25 28 36 32 33 45 21 39 21 26 48
internal_value=0 -1.45397e-08 -3.04616e-10 2.01521e-06 -3.2202e-08 -9.25286e-09 1.36801e-06 -5.02597e-08 -1.99686e-06 -2.11857e-08 -4.19871e-08 -9.61757e-09 -2.9481e-08 -2.33025e-09 -2.00172e-08 1.59742e-09 3.3767e-07 1.58844e-07 3.67757e-06 -1.40403e-07 -1.28661e-07 1.03215e-07 2.80478e-07 4.88644e-08 2.40427e-07 7.57982e-07 -8.49619e-07 1.18099e-07 8.58182e-07 -1.22632e-07
internal_weight=0 3101 3081 48 3033 3009 87 2922 43 2879 2855 2830 2802 2778 2756 2728 762 740 58 682 1966 657 621 589 556 377 179 140 119 93
internal_count=3121 3101 3081 48 3033 3009 87 2922 43 2879 2855 2830 2802 2778 2756 2728 762 740 58 682 1966 657 621 589 556 377 179 140 119 93
is_linear=0
shrinkage=0.1


Tree=6856
num_leaves=31
num_cat=0
split_feature=96 0 34 0 11 10 142 147 147 9 2 39 483 479 2 1447 12 1447 403 43 1447 160 403 403 402 1210 133 160 480 133
split_gain=8.79735e-09 1.36068e-08 9.8789e-09 4.2632e-08 2.85445e-08 1.62226e-08 1.10479e-08 1.35497e-08 1.7806e-08 9.4448e-09 4.01622e-08 9.02094e-08 8.88923e-09 1.73496e-08 5.0749e-08 1.3723e-08 2.9228e-08 2.45176e-08 2.6924e-08 5.99862e-08 2.41147e-08 2.5323e-08 2.16619e-08 2.05171e-08 1.6968e-08 2.06695e-08 1.34967e-08 1.16253e-07 1.11397e-07 1.04465e-07
threshold=0.086110000000000006 -0.055064999999999996 -0.057544999999999992 -0.07384499999999998 -1.0000000180025095e-35 -0.0087699999999999983 -0.057499999999999989 0.099730000000000027 0.093875000000000014 0.091600000000000015 -1.0000000180025095e-35 0.085530000000000009 -0.47181499999999993 0.097110000000000016 0.092120000000000021 -0.086849999999999997 0.085325000000000012 -0.086279999999999982 -0.55049499999999985 -0.040344999999999992 -0.085644999999999985 -0.55323499999999981 -0.5425549999999999 -0.5335399999999999 0.23460000000000003 -0.089089999999999989 0.085760000000000017 -0.50351499999999982 0.10252000000000001 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -5 -6 8 9 10 11 -8 -12 15 -15 16 -14 -17 19 -19 -20 -22 -23 -24 25 -25 28 -28 -27 -29
right_child=1 -3 4 5 6 -7 7 -9 -10 -11 12 -13 13 14 -16 17 -18 18 20 -21 21 22 23 24 -26 26 27 29 -30 -31
leaf_value=4.4908141717314724e-06 -3.2470374381297185e-06 2.384988722366662e-07 -3.5952947459091692e-06 1.1490056460223226e-06 -2.2126673829089587e-06 -2.7861221762570667e-06 7.5650041956330162e-06 2.0213813771159257e-06 -2.6438375579687094e-06 -1.5510967300911404e-06 1.7229194008905324e-06 -1.5980283846840306e-06 -4.0844305100858338e-07 1.1451653215033277e-06 -4.5319538538669511e-06 -3.2559108791721652e-06 3.8316121280613835e-06 -1.2541153812830803e-06 -3.394686615094889e-06 5.8925787034998702e-06 3.3110661453737641e-06 -3.0121146011197199e-06 3.1966114147508055e-06 2.2915735161614765e-06 -2.5603893531157296e-06 -8.1687491492612117e-08 7.8647174029811145e-06 6.7403758323606517e-06 -7.0864546063623257e-06 -1.230904790069801e-07
leaf_weight=25 21 24 22 22 22 20 22 34 25 37 30 21 37 32 31 23 29 23 21 24 23 24 20 39 26 1759 20 23 23 619
leaf_count=25 21 24 22 22 22 20 22 34 25 37 30 21 37 32 31 23 29 23 21 24 23 24 20 39 26 1759 20 23 23 619
internal_value=0 -1.38808e-06 2.03065e-08 1.22128e-06 -6.4351e-09 -7.24865e-07 1.99977e-08 3.65639e-08 1.35397e-08 3.64009e-08 5.6874e-08 3.09003e-06 1.07219e-08 -7.64935e-09 -1.64834e-06 3.01711e-08 1.45461e-06 -5.07936e-09 2.31994e-08 2.39526e-06 -1.97297e-08 7.78357e-09 -2.19757e-08 6.40044e-09 -1.90297e-08 7.58139e-09 -2.88653e-08 3.56692e-07 -1.72097e-07 1.22797e-07
internal_weight=0 45 3076 67 3009 42 2987 2965 2931 2906 2869 43 2826 2796 63 2733 66 2667 2644 47 2597 2576 2553 2529 2509 2483 2444 662 1782 642
internal_count=3121 45 3076 67 3009 42 2987 2965 2931 2906 2869 43 2826 2796 63 2733 66 2667 2644 47 2597 2576 2553 2529 2509 2483 2444 662 1782 642
is_linear=0
shrinkage=0.1


Tree=6857
num_leaves=31
num_cat=0
split_feature=10 0 0 43 0 33 46 46 1428 1452 12 16 142 2 132 1186 1185 15 2 12 2 16 13 16 52 43 0 484 1453 474
split_gain=9.29161e-09 1.25644e-07 1.1949e-07 3.41723e-08 1.36317e-08 9.55839e-09 9.13124e-09 1.33725e-08 1.22523e-08 1.0395e-08 1.61181e-08 3.83378e-08 3.06358e-08 1.72112e-08 1.16746e-08 2.39369e-07 1.47005e-07 2.19275e-08 1.48533e-08 3.08162e-08 2.65368e-08 1.266e-08 5.44013e-08 6.53705e-08 5.04769e-08 1.45736e-07 5.15621e-08 1.22651e-07 3.34174e-08 3.22353e-08
threshold=-0.011559999999999999 -0.10224499999999999 -0.084804999999999978 -0.077944999999999987 -0.057069999999999989 -0.012019999999999998 0.10987500000000001 0.083550000000000013 -0.070379999999999984 0.11396500000000002 0.12757000000000002 -0.23935499999999996 -0.057499999999999989 0.15950500000000004 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 0.089125000000000024 0.090165000000000009 0.10136500000000002 -0.008069999999999999 -0.088464999999999988 0.0073350000000000004 -0.0087299999999999982 -1.0000000180025095e-35 -0.077429999999999985 -0.017214999999999998 -0.079219999999999985 0.088710000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2 7 8 -7 10 12 -12 -10 14 15 17 -16 18 19 -14 -20 -18 23 -23 28 26 27 -26 -24 -30
right_child=5 2 3 -5 -6 6 -8 -9 9 -11 11 -13 13 -15 16 -17 21 -19 20 -21 -22 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=-7.1705683685649998e-06 1.9435451961796321e-06 6.574588047232492e-06 -1.6605318895320428e-06 -4.8633188697522206e-06 1.6760140495080124e-06 1.9378787643828137e-06 2.0956795251116828e-06 -2.3988011897156117e-06 3.735000464902524e-06 1.7383121995434896e-06 -5.217283031697662e-06 -9.2003825489815365e-08 1.2161361750119027e-07 2.6004862402260189e-06 -8.2312222068801269e-06 1.0534225944783512e-05 1.4170961758620019e-07 -3.3475821378914364e-06 3.8092002045153139e-06 -4.194076098617048e-06 -8.5386445527127279e-07 6.7622499004342403e-06 3.86129948310554e-06 4.4339138272064815e-07 2.7304137396957072e-06 -8.0702426688813755e-06 8.7397654176450435e-07 -6.6181765027471967e-06 -6.426095155193159e-07 1.2677304722101495e-06
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leaf_count=25 26 26 24 20 25 33 21 23 22 34 20 54 78 25 22 22 1651 24 23 21 26 22 20 64 23 33 85 36 485 108
internal_value=0 -8.62864e-07 7.97058e-07 -1.37998e-06 4.17875e-08 3.45002e-08 1.78161e-08 3.04453e-09 2.18922e-08 7.45232e-11 -2.0561e-08 -1.47721e-06 1.80743e-08 -1.14678e-08 -3.52734e-08 7.12538e-07 -9.2188e-08 -5.43724e-07 -8.90446e-08 -7.93836e-07 1.33492e-06 -2.13298e-08 -3.28611e-07 2.05984e-06 -5.8862e-07 -2.07619e-06 -7.02547e-07 -2.97381e-06 -1.59094e-07 -2.94689e-07
internal_weight=0 120 95 69 49 3001 2975 2954 2931 2898 2864 74 2790 2768 2743 194 2549 172 148 99 49 2527 876 86 790 177 144 59 613 593
internal_count=3121 120 95 69 49 3001 2975 2954 2931 2898 2864 74 2790 2768 2743 194 2549 172 148 99 49 2527 876 86 790 177 144 59 613 593
is_linear=0
shrinkage=0.1


Tree=6858
num_leaves=31
num_cat=0
split_feature=1209 46 44 1454 1452 1451 1452 158 482 482 1 482 483 482 12 12 4 120 483 480 481 2 0 160 481 1453 480 483 482 43
split_gain=9.03472e-09 8.75357e-09 2.44092e-08 1.23353e-08 1.27924e-08 1.09293e-08 1.74121e-08 1.69947e-08 1.74428e-08 3.0169e-08 6.78017e-08 5.28383e-08 7.64932e-08 5.23933e-08 1.72714e-08 2.24052e-08 2.21846e-08 1.73354e-08 1.40528e-08 1.36039e-08 2.65335e-08 1.58144e-07 2.77891e-07 4.73193e-07 5.76279e-08 2.83855e-08 1.80032e-08 2.61255e-08 2.86294e-08 1.98599e-08
threshold=-0.14444499999999996 0.084955000000000017 0.10049500000000001 0.11906000000000001 0.11609000000000001 0.089825000000000002 -0.073879999999999987 -0.46695499999999995 0.11117500000000001 0.098465000000000011 0.16540500000000002 0.089605000000000018 0.088610000000000008 0.087425000000000017 0.12757000000000002 0.12069000000000002 0.033845000000000007 0.073910000000000017 0.12187500000000001 0.11471500000000003 -0.085784999999999986 0.089885000000000007 -0.087414999999999979 -0.015149999999999999 -0.081614999999999979 -0.082454999999999987 0.10252000000000001 0.095250000000000015 0.077565000000000009 -0.066504999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 -8 9 10 11 13 -13 14 15 17 -16 19 -10 20 21 22 -9 -24 -22 -26 27 28 -27 -29
right_child=1 2 -4 -5 -6 -7 7 8 18 -11 -12 12 -14 -15 16 -17 -18 -19 -20 -21 24 -23 23 -25 25 26 -28 29 -30 -31
leaf_value=2.1185910600252103e-06 2.5074746405253896e-06 3.9885355658952911e-06 -6.206973230965324e-07 -2.2926716918429219e-06 2.1503399508488925e-06 -2.3659609985315912e-06 -2.1732775843013993e-06 2.8380399141149292e-06 3.7506690856306791e-06 -3.2551976197470959e-06 5.2792652989334478e-06 -5.9180971882543586e-08 -7.5261684059715058e-06 4.864306877359261e-06 -3.7953111051833463e-07 2.9276838893985352e-06 -4.1205716372686487e-06 -2.883964093381933e-06 8.8155339312834265e-08 2.0830812645506796e-06 3.9046096030927544e-06 5.2860656851407845e-06 -1.9937641365599812e-05 1.2911146292199624e-06 -3.3720784596198428e-06 -2.7125823676048105e-10 2.371065637873926e-06 -5.0256112307110785e-07 3.4714139350929451e-06 -4.2391483766550664e-06
leaf_weight=20 27 20 27 24 27 20 37 34 22 29 24 34 23 22 51 26 23 21 20 31 38 25 21 21 25 2315 32 33 24 25
leaf_count=20 27 20 27 24 27 20 37 34 22 29 24 34 23 22 51 26 23 21 20 31 38 25 21 21 25 2315 32 33 24 25
internal_value=0 -1.36603e-08 1.34068e-06 -3.45032e-08 -1.66167e-08 -3.60998e-08 -2.04789e-08 -4.35691e-08 -1.65738e-08 -4.61094e-08 -1.34326e-08 -5.84131e-08 -3.07218e-06 3.67024e-09 -3.52857e-08 6.46576e-09 -1.54229e-06 -2.22494e-08 2.00661e-06 6.53013e-10 -2.4243e-08 -1.61319e-06 -3.88268e-06 -9.32326e-06 4.01565e-08 -1.96842e-08 1.48196e-08 -1.66363e-08 3.5351e-08 -2.11316e-06
internal_weight=0 3101 47 3054 3030 3003 2983 2956 2919 2877 2848 2824 57 2767 2745 2671 74 2645 42 2624 2593 101 76 42 2492 2454 2429 2397 2339 58
internal_count=3121 3101 47 3054 3030 3003 2983 2956 2919 2877 2848 2824 57 2767 2745 2671 74 2645 42 2624 2593 101 76 42 2492 2454 2429 2397 2339 58
is_linear=0
shrinkage=0.1


Tree=6859
num_leaves=31
num_cat=0
split_feature=132 1185 1203 45 1186 1183 129 394 390 129 15 2 129 129 3 129 132 0 3 156 16 52 16 50 42 1429 51 150 475 481
split_gain=9.32234e-09 5.26147e-08 2.10004e-08 1.01856e-08 9.26992e-09 1.17146e-08 9.26801e-09 1.33175e-08 4.03558e-08 1.09838e-08 2.95435e-08 5.55184e-08 1.16353e-08 1.6125e-08 4.73777e-08 2.47701e-08 2.66775e-08 1.18101e-08 1.24016e-08 3.59342e-08 2.58199e-08 3.06837e-08 1.7762e-08 1.75746e-08 7.82096e-08 1.78125e-08 8.9416e-08 1.19745e-07 1.1507e-07 6.3043e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.067109999999999989 -0.091099999999999987 -0.073809999999999973 0.11091000000000001 -0.12099999999999998 0.089375000000000024 0.093925000000000008 -0.07490999999999999 0.094565000000000024 0.090180000000000024 0.085790000000000019 -0.094874999999999987 0.080675000000000011 0.14633500000000002 0.22582000000000002 -0.24462999999999999 0.3248100000000001 0.62925500000000012 -0.55692499999999978 0.5136400000000001 -0.099524999999999988 0.094365000000000018 0.083715000000000026 -0.085604999999999987 0.10874500000000002 -0.086304999999999979 -0.081334999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 7 -7 9 12 -11 -12 13 15 -15 16 17 18 -9 20 22 -22 23 24 -20 -25 28 29 -27 -28
right_child=1 3 -4 4 5 6 -8 8 -10 10 11 -13 -14 14 -16 -17 -18 -19 19 -21 21 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-2.550405521485596e-07 5.0351270753405212e-06 -2.2374324339580199e-06 -3.1846544045168103e-06 -1.9298710005462755e-06 2.1566357216985266e-06 2.1748012308119636e-06 -1.7240508131521893e-06 2.2877809177164938e-06 -4.4550344085791952e-06 -1.5126114555222069e-06 -3.6098999791939994e-07 6.2697281971000142e-06 -1.9728677184973314e-06 5.0977826996737958e-06 -6.708544452749266e-07 -3.0672813593377248e-06 3.6728682675857269e-06 -2.4141948688338744e-06 -1.7141082454285288e-06 -4.2179915408269154e-06 5.1962568942967447e-06 2.123626302363846e-07 -1.5788030404045068e-06 8.6338931674858973e-08 6.4909685463698267e-06 3.2813406202573485e-07 3.4186437062544429e-06 7.3035340760508838e-06 -9.3658778405369973e-06 -1.906077722160062e-06
leaf_weight=194 21 20 28 24 26 29 30 24 20 26 28 23 29 24 35 26 20 20 26 20 21 30 70 2080 21 24 28 21 25 108
leaf_count=194 21 20 28 24 26 29 30 24 20 26 28 23 29 24 35 26 20 20 26 20 21 30 70 2080 21 24 28 21 25 108
internal_value=0 4.78293e-08 -6.24541e-07 1.14384e-08 2.71757e-08 4.37492e-08 2.41854e-08 4.30648e-08 2.05765e-08 5.33769e-08 1.23075e-06 2.62933e-06 1.91921e-08 4.12164e-08 1.67571e-06 3.6052e-09 3.50642e-08 6.16985e-09 2.55483e-08 3.60261e-09 3.80084e-08 2.26455e-06 -9.24661e-09 3.78468e-08 1.95199e-06 -1.50783e-09 -8.88504e-07 2.75413e-07 -4.61779e-06 -8.09812e-07
internal_weight=0 2899 222 2878 2858 2834 2808 2778 2749 2729 77 51 2652 2623 59 2564 2538 2518 2498 2474 2454 51 2403 2333 47 2286 206 157 49 136
internal_count=3121 2899 222 2878 2858 2834 2808 2778 2749 2729 77 51 2652 2623 59 2564 2538 2518 2498 2474 2454 51 2403 2333 47 2286 206 157 49 136
is_linear=0
shrinkage=0.1


Tree=6860
num_leaves=31
num_cat=0
split_feature=156 16 474 1 1429 49 151 151 1446 480 159 3 1429 13 1420 52 471 472 474 474 3 474 475 376 123 123 39 39 16 16
split_gain=9.70055e-09 1.01681e-08 2.33977e-08 2.11429e-08 9.9088e-09 6.56021e-08 5.38322e-08 4.18693e-08 4.46207e-08 4.31151e-08 1.81308e-08 3.42185e-08 4.38856e-08 2.88773e-08 1.8109e-08 3.09927e-08 1.874e-08 1.68669e-08 1.68391e-08 7.7429e-08 3.73424e-08 3.70934e-08 1.96435e-08 1.54283e-08 1.96145e-08 3.42836e-08 3.78218e-08 2.35522e-08 1.74375e-08 6.18295e-08
threshold=0.32523500000000005 0.63636000000000015 0.12103000000000001 0.10752500000000002 0.083715000000000026 0.11042000000000002 -0.54526999999999981 -0.085604999999999987 0.085345000000000018 0.081520000000000023 0.108225 -0.082594999999999988 0.087700000000000014 -0.07965499999999999 -0.08341999999999998 -0.56368999999999991 0.091465000000000005 -0.078554999999999986 0.086630000000000013 0.089435000000000014 -0.0069549999999999994 0.082665000000000002 -0.073839999999999975 0.087010000000000018 0.08592000000000001 0.087755000000000014 0.089790000000000023 0.095830000000000012 0.15891500000000003 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 6 7 -1 -6 9 10 11 13 -13 -9 -8 -16 17 -17 21 -20 22 23 -21 24 28 -26 -27 -28 -19 -30
right_child=-2 3 -4 -5 5 -7 14 8 -10 -11 -12 12 -14 -15 15 16 -18 18 19 20 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=5.2084473338709358e-06 2.1420143357751105e-06 7.9329209029310738e-07 3.4158702169406756e-06 -3.6991350511202245e-06 2.9066255687613003e-06 -5.9661305694394938e-06 2.859208482484312e-06 2.1199037715829235e-06 -5.1959878555862819e-06 4.0409513862490112e-06 1.742778963868356e-06 2.5790841683717955e-07 -5.5440094669734213e-06 -1.7333990083041433e-06 -2.9361055788336268e-06 -2.8287426061302498e-06 2.9931377520413317e-06 1.1534139968748763e-07 5.0740997975091365e-06 -1.1326138106100684e-06 -4.2352174020942628e-06 -4.2182610091653521e-06 3.1975833258002243e-06 1.4992070128092131e-06 -4.7942787373160731e-06 2.1760333483502052e-06 -4.4269704697323198e-06 1.0281403526526199e-07 -4.7273791979558374e-06 -1.5735366587518694e-07
leaf_weight=20 21 20 20 22 38 21 22 37 20 21 24 22 32 41 36 21 21 2111 35 22 21 21 20 67 23 33 24 22 34 229
leaf_count=20 21 20 20 22 38 21 22 37 20 21 24 22 32 41 36 21 21 2111 35 22 21 21 20 67 23 33 24 22 34 229
internal_value=0 -1.45108e-08 6.71411e-09 -1.55988e-06 -1.57293e-08 -6.11083e-07 3.90552e-08 -1.32547e-07 -7.18783e-07 -2.12885e-07 -7.85516e-07 -1.24521e-06 -3.18027e-06 9.44497e-08 1.62298e-09 -2.13211e-08 1.74852e-08 -5.80544e-09 1.64642e-08 1.30294e-06 -7.92149e-07 -3.27069e-08 9.29385e-07 1.85725e-09 -3.86607e-08 -1.39652e-06 -4.07295e-07 -2.26055e-06 1.96802e-08 -7.48155e-07
internal_weight=0 3100 3058 42 3038 256 2782 235 197 177 156 132 54 78 2762 2740 2704 2683 2662 98 63 2564 42 2543 2476 102 79 46 2374 263
internal_count=3121 3100 3058 42 3038 256 2782 235 197 177 156 132 54 78 2762 2740 2704 2683 2662 98 63 2564 42 2543 2476 102 79 46 2374 263
is_linear=0
shrinkage=0.1


Tree=6861
num_leaves=31
num_cat=0
split_feature=1429 1420 475 475 1420 1455 484 1455 16 158 42 46 47 47 47 483 483 483 1447 0 131 456 52 16 457 474 480 480 1373 12
split_gain=8.83275e-09 1.9621e-08 1.70573e-08 1.94072e-08 2.43665e-08 1.1042e-08 2.7881e-08 2.39489e-08 2.23665e-08 1.51791e-08 4.19574e-08 1.2562e-08 1.49138e-08 7.13025e-08 4.72119e-08 2.64158e-08 8.95541e-08 3.89794e-08 3.84526e-08 6.58052e-08 1.58692e-08 1.62917e-08 4.72044e-08 9.56388e-08 2.62611e-08 2.33988e-08 1.7881e-08 2.21344e-08 1.64926e-08 1.3612e-07
threshold=0.12521000000000002 -0.086589999999999986 -0.50059999999999982 -0.24482499999999999 1.0000000180025095e-35 -0.092919999999999989 0.065750000000000017 -0.082599999999999993 -0.013024999999999998 -0.4686749999999999 0.089535000000000017 0.10123000000000001 0.092165000000000011 0.09585500000000001 0.088915000000000008 0.10143000000000001 0.096460000000000018 0.095085000000000017 -0.051529999999999992 -0.07929499999999999 0.13767000000000004 0.08790000000000002 -0.015069999999999998 -0.004174999999999999 -1.0000000180025095e-35 -0.095399999999999985 0.11191000000000002 0.097055000000000016 1.0000000180025095e-35 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -7 -8 10 -9 12 14 -14 15 16 17 20 -17 -20 21 25 23 -23 -24 -11 27 28 -27 -30
right_child=-2 2 3 4 -6 7 8 9 -10 11 -12 -13 13 -15 -16 18 -18 -19 19 -21 -22 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=-3.0598342423867767e-06 2.0947704365426035e-06 2.9181437980696502e-06 -2.680929051208565e-06 4.174789329557495e-06 3.4909152054751761e-06 -3.1857718075419452e-06 2.0693875238852013e-06 -1.4987534586907716e-06 -2.4398454673825076e-06 3.2540161535744909e-06 4.7639203132902093e-06 2.029014414237563e-06 -5.8504823937255431e-06 -2.5816723172846401e-07 3.8302913182519665e-06 1.5082005561453116e-06 6.2353970475748572e-06 -4.1312036164922379e-06 -4.0586558733528889e-07 -7.2044161216903534e-06 -2.6682669241298838e-06 -8.066503824876315e-06 -1.4603210740915528e-06 1.1559828470291741e-06 3.6028608064953006e-06 6.5883032028136514e-09 2.6557767429179738e-06 -3.21316784677384e-06 6.0197013633642785e-06 -4.4076190522987638e-06
leaf_weight=21 20 20 27 22 20 24 22 20 22 23 23 29 25 259 32 25 23 23 35 24 22 23 20 22 21 2175 26 21 31 21
leaf_count=21 20 20 27 22 20 24 22 20 22 23 23 29 25 259 32 25 23 23 35 24 22 23 20 22 21 2175 26 21 31 21
internal_value=0 -1.35133e-08 7.25704e-09 -1.17684e-08 1.19927e-08 -1.11e-08 1.26811e-06 -3.97488e-08 -1.85229e-07 -1.39176e-08 1.85105e-06 -4.17626e-08 -6.28263e-08 -7.50448e-07 1.32488e-08 -3.49348e-08 2.48252e-08 -3.40064e-08 -1.77865e-06 -3.17138e-06 5.17678e-09 2.98582e-08 -1.32145e-06 -3.55773e-06 1.13302e-06 8.04512e-08 4.83527e-08 1.81956e-08 4.86665e-08 1.80867e-06
internal_weight=0 3101 3080 3060 3033 3013 66 2947 44 2923 43 2880 2851 284 2567 2535 2451 2428 84 59 2405 2383 86 45 41 2297 2274 2248 2227 52
internal_count=3121 3101 3080 3060 3033 3013 66 2947 44 2923 43 2880 2851 284 2567 2535 2451 2428 84 59 2405 2383 86 45 41 2297 2274 2248 2227 52
is_linear=0
shrinkage=0.1


Tree=6862
num_leaves=31
num_cat=0
split_feature=160 160 12 3 51 150 482 13 1 1 2 4 481 15 43 3 484 483 1456 1456 42 42 3 481 160 484 1 4 3 4
split_gain=8.30795e-09 4.31071e-08 3.00953e-08 4.10337e-08 5.10559e-08 8.0389e-08 4.01433e-08 3.39125e-08 3.5735e-08 9.37064e-08 3.11126e-08 2.74519e-08 2.45141e-08 3.66003e-08 2.12615e-08 2.06513e-08 1.69481e-08 2.4786e-08 1.46143e-08 5.19969e-08 3.17574e-08 4.59507e-08 1.41185e-07 1.02004e-07 3.66964e-08 2.56513e-08 2.04296e-08 1.93562e-08 5.73051e-08 2.76616e-08
threshold=0.081905000000000019 0.062030000000000009 0.089570000000000025 -0.089519999999999988 0.092790000000000011 0.088380000000000014 -0.092619999999999994 -0.091559999999999989 0.090275000000000008 0.099990000000000009 0.093840000000000021 -0.010655 -0.073474999999999985 -0.016799999999999995 -0.074974999999999986 -0.10217499999999997 -0.22288999999999995 -0.088629999999999987 0.0058550000000000008 0.083250000000000018 0.083935000000000023 0.091205000000000008 -0.085709999999999995 -0.081334999999999977 -0.090969999999999981 -0.086659999999999973 0.07863500000000001 -0.50940999999999981 -0.098469999999999988 -0.50052499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 10 5 7 -4 -5 12 -10 -2 15 -9 -14 -13 -8 -1 -18 25 -20 26 22 -22 -24 -25 -19 -21 28 -27 -29
right_child=2 -3 6 4 -6 -7 11 8 9 -11 -12 14 13 -15 -16 -17 17 18 19 20 21 -23 23 24 -26 27 -28 29 -30 -31
leaf_value=2.3887814239742513e-06 -1.2836781988880831e-06 4.1970352636440113e-06 4.847840643213369e-06 2.8025254184487699e-06 -4.2433657096896042e-06 5.978178471975428e-06 4.344800612443578e-07 3.3230721965082925e-06 -8.5361466040012599e-06 -5.4297705570537465e-07 -6.5048399240671032e-06 -4.2717135892460304e-07 7.0320561515193107e-07 -3.7991188734167736e-06 4.0727255314517866e-06 -4.1098883929180377e-06 -2.9609663981895147e-06 3.1065890620344107e-06 -5.1600976983460594e-06 4.0145807365850796e-06 -8.5885007174510984e-06 2.3896479735318785e-06 5.2749283117918826e-06 1.6306792618013875e-07 -5.7486920273471959e-06 1.5320628517656586e-06 3.8574803186617961e-08 2.5372075203014664e-06 -4.4642824003163061e-06 6.0466602521693555e-08
leaf_weight=30 25 25 22 27 31 21 20 20 20 55 21 21 65 25 21 20 28 28 24 24 25 29 25 21 21 30 28 46 34 2289
leaf_count=30 25 25 22 27 31 21 20 20 20 55 21 21 65 25 21 20 28 28 24 24 25 29 25 21 21 30 28 46 34 2289
internal_value=0 6.38023e-08 -4.17203e-07 -9.11041e-07 -4.30793e-07 7.64597e-08 1.05482e-06 -5.08145e-07 -9.91323e-07 -2.67449e-06 -3.66725e-06 3.71765e-08 1.56289e-07 -5.4744e-07 1.82278e-06 -1.8377e-06 2.52747e-08 -1.46177e-09 3.01183e-08 -7.98223e-07 -1.93107e-07 -1.0813e-06 -2.17541e-06 2.17539e-07 -2.79281e-06 9.73549e-08 1.87365e-06 6.22325e-08 -1.6535e-06 1.09259e-07
internal_weight=0 2707 414 310 264 233 104 212 185 75 46 82 110 90 42 40 2682 2652 2624 197 173 121 92 67 42 2427 52 2399 64 2335
internal_count=3121 2707 414 310 264 233 104 212 185 75 46 82 110 90 42 40 2682 2652 2624 197 173 121 92 67 42 2427 52 2399 64 2335
is_linear=0
shrinkage=0.1


Tree=6863
num_leaves=31
num_cat=0
split_feature=40 130 42 10 16 1 15 45 142 147 1348 34 9 34 376 1 43 43 47 13 2 0 1 1 1 1 12 1 2 0
split_gain=9.36125e-09 3.15066e-08 2.514e-08 9.08539e-09 1.18005e-07 1.67532e-07 1.84652e-08 1.11935e-08 2.02563e-08 1.28112e-08 2.19161e-08 1.27539e-08 1.79054e-08 2.10888e-08 1.14396e-08 1.30539e-08 2.30791e-08 3.80638e-08 2.54847e-08 2.15238e-08 3.13897e-08 2.94531e-08 1.7001e-08 9.77395e-08 6.16214e-08 6.04286e-08 1.12037e-07 7.95796e-08 3.51561e-08 6.02322e-08
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 -0.011559999999999999 -0.056919999999999991 0.10956 -0.30407999999999996 0.094030000000000016 -1.0000000180025095e-35 0.097985000000000017 0.089175000000000018 -0.097449999999999981 -0.085744999999999988 -0.05547499999999999 -0.098069999999999977 0.11588000000000001 -0.077824999999999991 -0.05647499999999999 0.09055500000000001 -0.39067499999999994 0.13093500000000002 -0.06563999999999999 0.09202500000000001 0.093100000000000002 0.094090000000000021 0.096255000000000021 0.095175000000000023 0.096860000000000016 0.10644500000000001 -0.14649999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 8 -5 10 11 -10 -13 -14 -15 22 18 -18 -17 -19 -21 -22 -16 -24 -25 26 -26 -27 29 -29
right_child=1 2 -4 7 -6 6 -8 -9 9 -11 -12 12 13 14 15 16 17 19 -20 20 21 -23 23 24 25 27 -28 28 -30 -31
leaf_value=2.1565339102380679e-06 -3.7847907262547864e-06 -1.0917975200754882e-05 2.8464147230660014e-06 3.0614020434169023e-06 4.249711641859317e-06 -2.6149778000217343e-06 1.2143235099917066e-06 -1.7356756315065367e-06 2.530844967623125e-06 -1.9742633742492189e-06 3.3364750311193346e-06 -2.7231098722306043e-06 3.1038863012740467e-06 -2.3295958748175983e-06 7.581465329897659e-08 6.07358965964977e-07 -2.8460148528478495e-06 -8.1328325359208972e-07 4.8685657598070973e-06 1.8415616812655408e-07 1.2240904717535679e-06 6.5861628536367794e-06 -5.4510615331980121e-06 4.1314491770003032e-06 -7.3372441688213788e-06 5.9714522605991949e-06 1.3487229656069153e-06 -5.762627300826423e-06 7.2204794339114646e-07 -5.7762355168486825e-07
leaf_weight=20 22 20 31 22 31 20 34 36 20 32 20 24 22 21 2011 32 34 50 25 55 21 20 38 31 33 21 27 26 160 162
leaf_count=20 22 20 31 22 31 20 34 36 20 32 20 24 22 21 2011 32 34 50 25 55 21 20 38 31 33 21 27 26 160 162
internal_value=0 -1.39064e-08 1.30372e-08 -1.578e-08 -9.29819e-07 -3.09962e-06 -2.03936e-07 1.6831e-08 3.85339e-08 1.54826e-08 3.78001e-08 1.45126e-08 -3.37817e-09 2.00258e-08 -4.49355e-09 1.32876e-08 7.22695e-07 1.67384e-07 2.47631e-06 8.69134e-07 1.74539e-06 3.83974e-06 -5.37229e-08 -5.76815e-07 -1.7416e-07 -4.85288e-07 -3.42856e-06 -6.70774e-09 -3.67459e-07 -1.2947e-06
internal_weight=0 3101 3079 3048 105 74 54 2943 2907 2885 2853 2833 2813 2789 2767 2746 237 180 57 146 96 41 2509 498 460 429 60 369 348 188
internal_count=3121 3101 3079 3048 105 74 54 2943 2907 2885 2853 2833 2813 2789 2767 2746 237 180 57 146 96 41 2509 498 460 429 60 369 348 188
is_linear=0
shrinkage=0.1


Tree=6864
num_leaves=31
num_cat=0
split_feature=130 40 40 34 10 9 9 41 2 11 132 13 124 123 123 149 3 3 4 3 160 160 1 1 4 1 2 4 1 1
split_gain=8.31981e-09 1.55764e-08 1.21728e-08 1.00407e-08 1.23607e-08 4.15596e-08 1.39384e-08 1.34761e-08 2.37853e-08 2.54232e-08 5.83094e-08 3.84121e-08 1.37431e-08 1.48034e-08 1.37625e-08 1.1537e-08 1.3208e-08 5.30765e-08 1.07154e-07 5.60279e-08 5.02274e-08 6.35714e-08 5.59414e-08 2.53356e-07 1.96333e-07 1.07309e-07 7.0504e-08 6.66921e-08 4.21358e-08 4.00752e-08
threshold=-0.23123999999999997 -0.24290999999999999 -0.099059999999999995 -0.10561499999999999 0.0036750000000000007 0.092235000000000011 0.088235000000000022 1.0000000180025095e-35 0.080205000000000012 0.081365000000000007 0.081240000000000021 -0.15714499999999998 0.08919500000000001 0.11679000000000002 0.08969000000000002 0.07770500000000001 -0.0037349999999999996 -0.0096849999999999974 0.00063500000000000004 -0.013929999999999998 0.086325000000000013 0.098320000000000005 0.094220000000000012 0.10205500000000002 0.024790000000000003 0.10920500000000001 0.087815000000000018 0.2623950000000001 0.11282000000000002 0.085605000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 12 -9 10 -10 -11 13 14 15 16 17 19 -19 -5 22 -22 24 -24 26 27 -18 -25 -27 -28
right_child=1 2 3 4 5 -7 -8 8 9 11 -12 -13 -14 -15 -16 -17 20 18 -20 -21 21 -23 23 25 -26 28 29 -29 -30 -31
leaf_value=1.8949083650825387e-06 -2.7957749762208552e-06 1.8068994864807865e-06 -1.869758257114505e-06 -8.1097910318831718e-08 4.0712258862640746e-06 -1.1095619129264379e-06 -2.5371233812682645e-06 3.8716384536833768e-06 -4.1571827619557966e-07 1.5357514530478512e-06 5.2100615604373432e-06 -4.5194992799353761e-06 -2.2260057417513275e-06 2.1715851694163273e-06 -1.6892412543033881e-06 -1.3573269868061288e-06 -1.7805829575731231e-06 -8.9799507804855245e-06 5.3460069090039634e-07 4.270898039825018e-06 -5.7264437388569068e-06 6.1975703453909822e-07 -9.0090622598558602e-06 9.9370011957944365e-06 1.1789544714417844e-05 -4.2298638629745262e-06 6.7948690055065817e-07 2.1181533469416536e-06 7.1644273570963123e-07 6.1800542303663635e-06
leaf_weight=23 20 37 29 2123 30 32 22 23 58 20 27 22 29 30 51 64 49 20 29 30 27 38 27 20 20 20 26 24 124 27
leaf_count=23 20 37 29 2123 30 32 22 23 58 20 27 22 29 30 51 64 49 20 29 30 27 38 27 20 20 20 26 24 124 27
internal_value=0 -1.40613e-08 4.01352e-09 -1.79223e-08 -9.25178e-11 1.39727e-06 -2.94608e-08 -1.06191e-08 9.12625e-07 3.76741e-07 1.37129e-06 -1.63605e-06 -6.04703e-08 -3.76254e-08 -6.20007e-08 -3.08953e-08 1.70521e-09 -9.45229e-08 -3.34889e-06 -2.0457e-08 5.28806e-07 -2.01636e-06 1.01971e-06 4.91751e-08 2.73009e-06 1.35009e-06 9.53721e-07 5.67218e-06 2.94557e-08 3.48166e-06
internal_weight=0 3098 3078 3041 3012 62 2950 2928 150 127 85 42 2778 2749 2719 2668 2604 2202 49 2153 402 65 337 215 122 188 102 44 144 53
internal_count=3121 3098 3078 3041 3012 62 2950 2928 150 127 85 42 2778 2749 2719 2668 2604 2202 49 2153 402 65 337 215 122 188 102 44 144 53
is_linear=0
shrinkage=0.1


Tree=6865
num_leaves=31
num_cat=0
split_feature=40 130 42 132 1185 1186 15 132 1348 448 483 151 16 1 159 481 160 0 12 12 13 1447 52 2 1447 1447 1444 12 1210 1429
split_gain=9.10356e-09 2.79715e-08 2.00662e-08 8.98374e-09 4.31164e-08 1.90643e-08 2.36399e-08 1.31678e-08 1.02312e-08 2.6523e-08 1.67132e-08 1.19489e-08 1.07337e-08 3.8523e-08 1.23822e-08 1.10547e-08 1.34113e-08 9.9999e-09 1.05879e-08 1.69276e-08 2.11441e-08 9.97943e-09 1.01444e-07 5.10416e-08 4.24476e-08 3.15921e-08 2.91962e-08 1.18424e-08 8.70241e-08 5.72414e-08
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.085749999999999979 0.095915000000000014 0.056825000000000007 -0.47522499999999995 -0.5666199999999999 -0.54656499999999986 0.10439500000000002 0.14765500000000001 -0.15265499999999996 -0.55323499999999981 -0.09515499999999999 0.11418000000000002 0.090285000000000018 -0.010094999999999998 -0.086279999999999982 -0.0087299999999999982 0.087470000000000006 -0.084334999999999979 -0.082824999999999982 -0.078379999999999991 0.093765000000000015 -0.064799999999999983 -0.067934999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 17 9 10 -6 -12 13 -13 15 -14 -17 -3 19 20 -19 22 -18 -24 -23 -26 -27 -28 -29 -30
right_child=1 2 -4 4 8 -7 -8 -9 -10 -11 11 12 14 -15 -16 16 21 18 -20 -21 -22 24 23 -25 25 26 27 28 29 -31
leaf_value=2.126644465079153e-06 -3.5667570629853303e-06 1.1596050047206224e-06 2.8919080771553736e-06 4.5512944173727499e-06 -2.7523468940092826e-06 -3.4913257823496858e-06 -3.2005296852730683e-06 2.2116201034805272e-06 -2.1957740219000872e-06 3.5602507176961462e-06 2.4502741499077277e-06 6.866887333396308e-07 -2.0485948338178924e-06 -4.8752473821878089e-06 2.155635526277264e-06 1.9404206808657263e-06 -6.2426563807513539e-06 -3.1025266447873688e-06 -2.50517416058817e-06 2.1214996674801945e-06 5.6146303866929273e-07 3.3942135602857789e-06 4.6747679593863724e-06 -1.4432775439369531e-06 -3.2434796147147911e-06 3.7341026806340473e-06 1.1909087213438612e-07 -6.0505916228346633e-06 -4.5531233321785944e-06 7.8990835667037076e-08
leaf_weight=20 22 37 24 21 22 21 25 25 21 21 20 33 26 20 27 36 26 28 26 23 36 37 25 30 30 21 1799 26 28 565
leaf_count=20 22 37 24 21 22 21 25 25 21 21 20 33 26 20 27 36 26 28 26 23 36 37 25 30 30 21 1799 26 28 565
internal_value=0 -1.37151e-08 1.1672e-08 -1.09551e-08 3.69321e-08 -6.25038e-07 -3.24077e-07 8.68444e-08 3.23086e-09 1.97707e-08 -7.06084e-09 1.49094e-08 -2.9386e-09 -1.41216e-06 2.49719e-08 3.25505e-09 2.35936e-08 -2.67285e-07 -7.34497e-07 -2.05329e-07 -1.04153e-06 -3.08042e-09 -1.09553e-06 1.33765e-06 3.22303e-08 -1.81518e-08 2.15201e-08 -1.07231e-08 -3.88002e-07 -1.39726e-07
internal_weight=0 3101 3079 3055 2834 221 200 175 2813 2792 2771 2749 2729 53 2676 2649 2623 150 113 87 64 2587 81 55 2506 2469 2439 2418 619 593
internal_count=3121 3101 3079 3055 2834 221 200 175 2813 2792 2771 2749 2729 53 2676 2649 2623 150 113 87 64 2587 81 55 2506 2469 2439 2418 619 593
is_linear=0
shrinkage=0.1


Tree=6866
num_leaves=31
num_cat=0
split_feature=448 447 130 1 132 1203 1185 50 52 1456 42 3 1447 480 51 481 51 456 0 158 45 483 482 12 97 374 3 33 39 33
split_gain=9.47523e-09 1.65262e-08 9.0177e-09 1.5083e-08 9.44447e-09 2.41944e-07 1.49914e-07 3.37145e-08 1.02922e-08 1.02423e-08 3.75191e-08 6.20277e-08 8.06813e-08 3.87946e-08 6.27658e-08 4.46271e-08 3.11651e-08 3.9988e-08 2.1288e-08 1.28806e-08 1.47936e-08 1.18141e-08 4.66972e-08 4.38015e-08 1.07806e-08 2.41367e-08 1.58195e-08 1.12425e-08 1.37894e-08 3.34663e-08
threshold=0.068920000000000023 0.094005000000000019 -0.23123999999999997 0.16540500000000002 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.093975000000000017 0.090645000000000017 0.0058550000000000008 0.086135000000000003 -0.085709999999999995 -0.051529999999999992 0.086930000000000021 -0.025879999999999997 -0.07496499999999999 -0.10316499999999999 0.085800000000000015 -0.083389999999999978 -0.47336999999999996 0.10331000000000001 0.11517500000000001 0.11191500000000001 0.094435000000000005 -0.086579999999999976 0.08987500000000001 0.40411000000000002 0.085305000000000006 -1.0000000180025095e-35 -0.009184999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -6 8 -4 19 13 -12 -13 15 -15 -11 -17 -18 -14 -8 21 22 24 -23 -21 26 27 28 -26 -30
right_child=-2 -3 3 -5 6 -7 9 -9 -10 10 11 12 18 14 -16 16 17 -19 -20 20 -22 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=1.9630774056128326e-06 -2.1696159410566907e-06 2.2747840247916428e-06 -3.862205834485028e-07 -2.3775080120668901e-06 -8.2748214564079809e-06 1.1109991414741672e-05 2.5412632632131655e-06 -4.1262584597296316e-06 1.459613232176101e-06 -3.7398955278433733e-06 -6.2302925681041626e-06 3.6572768269236591e-06 -3.483504582143961e-07 -1.5339054959895295e-06 5.7480116150396379e-06 -2.4348202866046147e-06 4.8389980292995465e-06 -9.5378950752753808e-07 -4.2029244337084635e-06 -2.2696025280311006e-06 2.5786708528871913e-06 -1.0094721564731421e-06 -4.3906847635592307e-06 4.7909243326856824e-06 2.1790127712231496e-06 3.0919920327768039e-06 -2.2533070117939742e-06 -1.7747460181756954e-06 -3.3801825598597395e-06 9.8688267982276864e-08
leaf_weight=23 20 32 134 27 22 20 21 22 39 32 26 29 23 20 29 21 26 22 38 20 23 30 24 23 31 26 30 33 28 2227
leaf_count=23 20 32 134 27 22 20 21 22 39 32 26 29 23 20 29 21 26 22 38 20 23 30 24 23 31 26 30 33 28 2227
internal_value=0 1.39985e-08 -9.57438e-09 -2.44696e-08 -3.42558e-09 6.35319e-07 -5.2402e-08 -4.39007e-07 2.98922e-08 1.26207e-08 -5.77492e-07 -1.92802e-06 -6.85135e-07 4.66913e-07 2.7758e-06 -6.53241e-07 7.78252e-07 2.18397e-06 -2.74956e-06 7.50094e-08 5.42513e-08 3.07636e-08 -1.59548e-09 1.50768e-06 4.2387e-08 6.18564e-08 2.83173e-08 5.78337e-08 8.42883e-08 5.54916e-08
internal_weight=0 3101 3069 3046 3019 215 2804 195 173 2782 266 116 90 150 49 101 69 48 61 2516 2495 2472 2419 53 2395 2375 2349 2319 2286 2255
internal_count=3121 3101 3069 3046 3019 215 2804 195 173 2782 266 116 90 150 49 101 69 48 61 2516 2495 2472 2419 53 2395 2375 2349 2319 2286 2255
is_linear=0
shrinkage=0.1


Tree=6867
num_leaves=31
num_cat=0
split_feature=120 4 52 33 13 34 11 13 52 159 13 13 13 13 402 3 13 2 13 2 42 0 2 42 13 10 4 13 12 14
split_gain=8.93847e-09 2.08487e-08 2.03927e-08 1.70452e-08 1.0679e-08 1.27868e-08 3.80369e-08 1.18026e-08 4.86691e-08 2.2774e-08 2.38932e-08 1.48223e-08 5.30002e-08 5.20087e-08 4.35425e-08 3.30329e-08 2.36483e-08 4.27099e-08 1.84141e-08 9.57517e-08 2.27708e-07 1.56498e-07 1.37435e-07 1.28999e-07 2.84266e-07 2.78784e-08 2.55347e-07 1.80469e-08 1.7224e-08 1.6509e-08
threshold=1.0000000180025095e-35 0.63113500000000011 -0.014264999999999998 -0.044254999999999996 -0.53104499999999988 -0.08786999999999999 -1.0000000180025095e-35 -0.17933499999999997 0.084735000000000019 0.096715000000000009 -0.42195999999999995 -0.097224999999999992 -0.099939999999999987 -0.094514999999999988 0.083170000000000008 -0.071799999999999989 -0.13710499999999998 0.087955000000000019 -0.088319999999999996 0.084755000000000011 0.087505000000000013 -0.083804999999999977 0.084055000000000005 0.087745000000000004 -0.091559999999999989 -0.0091199999999999979 0.053180000000000012 -0.15078499999999997 0.085955000000000018 0.078235000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 -6 -7 8 9 10 -8 12 15 14 -13 16 27 -18 19 20 22 23 -15 24 -21 26 -20 -9 -25 -27
right_child=2 -3 -4 4 5 6 7 11 -10 -11 -12 13 -14 18 -16 -17 17 -19 25 21 -22 -23 -24 28 -26 29 -28 -29 -30 -31
leaf_value=2.9061583154543772e-06 6.7050268720928827e-07 2.7874942677246715e-06 -3.4964332522359538e-06 2.2802753517225937e-06 2.1282765138258349e-06 -4.298653810846667e-06 -1.1442256561255613e-06 9.6626958154610337e-07 -5.135134828695142e-06 -2.9351152397794071e-06 2.6194340258321924e-06 -6.9117003602059415e-06 5.3910829221778215e-06 3.1878580494372322e-06 -4.6474161866750702e-07 -3.3475248859428003e-06 -9.1553696051960293e-08 6.1083602935241284e-06 -7.3879245043802881e-06 1.201830274935457e-06 -3.3162309215373987e-06 5.2974470774339967e-06 1.3974302622782055e-05 -1.2400815535329458e-06 -1.5252017592935037e-05 3.4851266387887169e-08 5.330938221151074e-06 -2.4271980682897264e-06 2.8603939762476893e-06 -1.7025748296159044e-06
leaf_weight=20 24 27 23 20 27 21 31 42 23 20 37 20 23 27 22 22 25 20 38 21 29 30 21 20 21 2338 27 25 21 56
leaf_count=20 24 27 23 20 27 21 31 42 23 20 37 20 23 27 22 22 25 20 38 21 29 30 21 20 21 2338 27 25 21 56
internal_value=0 2.0925e-08 -1.36864e-06 -3.59007e-09 -2.28154e-08 -3.81336e-08 -5.77621e-08 -2.76645e-08 -1.0393e-06 3.12018e-08 9.03648e-07 1.17637e-08 9.56249e-07 -4.33401e-08 -3.53472e-06 1.95046e-07 8.90908e-07 2.66396e-06 1.20159e-08 9.60516e-07 3.68002e-06 -8.92601e-07 7.90693e-06 -3.12997e-06 -7.02509e-06 -6.1272e-08 -2.1047e-06 -2.9995e-07 8.60162e-07 -5.79028e-09
internal_weight=0 3074 47 3047 3027 3007 2980 2959 111 88 68 2848 157 2691 42 134 112 45 2649 190 77 113 48 83 42 2459 65 67 41 2394
internal_count=3121 3074 47 3047 3027 3007 2980 2959 111 88 68 2848 157 2691 42 134 112 45 2649 190 77 113 48 83 42 2459 65 67 41 2394
is_linear=0
shrinkage=0.1


Tree=6868
num_leaves=31
num_cat=0
split_feature=16 16 16 2 2 0 0 51 51 52 49 2 15 4 13 13 13 2 2 43 2 12 12 2 12 3 1 42 1 0
split_gain=8.9508e-09 3.90828e-08 3.00168e-08 2.84156e-08 5.90998e-08 5.18712e-08 1.35941e-07 1.2015e-07 4.68092e-08 7.92042e-08 7.95509e-08 1.59902e-07 3.8382e-08 5.30454e-08 3.72768e-08 5.83892e-08 6.68381e-08 4.72294e-08 5.42847e-08 4.29054e-08 4.41515e-08 4.07988e-08 3.60165e-08 1.09746e-07 3.39189e-08 3.17749e-08 3.47094e-08 2.92916e-08 3.41838e-08 2.90291e-08
threshold=-0.083134999999999987 -0.08231999999999999 -0.08453999999999999 0.086330000000000004 0.085485000000000019 -0.083804999999999977 -0.085384999999999975 0.090050000000000005 0.045645000000000005 -0.080979999999999983 0.0065400000000000015 0.091055000000000011 0.090455000000000021 -0.00099499999999999979 -0.0065549999999999992 -0.0097949999999999982 -0.011914999999999999 0.084885000000000002 0.084550000000000014 -0.08231999999999999 0.084145000000000011 0.086210000000000023 0.084535000000000013 0.082850000000000021 0.079890000000000017 -0.089089999999999989 0.13842500000000005 0.086135000000000003 0.090130000000000016 -0.083389999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 14 6 8 25 12 -10 11 -11 13 -5 15 16 17 18 19 -1 22 -16 24 27 -21 -7 -27 -24 -29 -23
right_child=1 -3 -4 5 -6 7 -8 -9 9 10 -12 -13 -14 -15 21 -17 -18 -19 -20 20 -22 29 23 -25 -26 26 -28 28 -30 -31
leaf_value=4.8188432463741106e-06 3.3020340328891365e-06 6.4359599514384782e-08 -3.0688653412072303e-06 4.7275359236209624e-06 4.6856197477316004e-06 1.9697557169706672e-06 -8.2803109839915121e-06 6.571466003386436e-06 2.4702346498391609e-06 -1.2365519963471647e-05 3.145049338063136e-07 -1.241945440863138e-06 -3.5335022130311704e-06 -1.7180309562598728e-07 9.4084053347559706e-07 4.8340497706552322e-06 -5.0989039416229142e-06 -3.4412295602893349e-06 6.0342830056470121e-06 3.770231301752409e-07 -3.8607475498035155e-06 -5.7955889208945647e-06 -2.3213898819968955e-06 8.5450339611270475e-06 -4.1962053862097614e-06 -2.5413094442004631e-06 2.1179628588253676e-06 4.1957869744432431e-06 -3.8390450917620169e-07 -8.3828140900333804e-07
leaf_weight=22 38 1978 36 24 31 40 25 31 24 24 27 28 30 279 33 30 22 26 20 55 24 27 28 20 23 67 21 28 39 21
leaf_count=22 38 1978 36 24 31 40 25 31 24 24 27 28 30 279 33 30 22 26 20 55 24 27 28 20 23 67 21 28 39 21
internal_value=0 1.25387e-07 -2.28734e-07 -1.33088e-07 4.72758e-07 -5.71838e-07 -1.10901e-06 9.8563e-07 -6.97814e-07 -2.56087e-06 -4.08931e-06 -6.3759e-06 -1.21553e-07 2.16263e-07 1.6032e-07 6.23297e-07 2.11822e-07 6.21773e-07 1.02964e-06 6.10844e-07 1.84226e-07 -1.76589e-06 6.87228e-07 1.81227e-06 -9.71493e-07 -3.6719e-07 -1.42944e-06 3.94851e-07 1.53e-06 -3.62677e-06
internal_weight=0 2016 1105 1069 449 620 461 159 436 103 79 52 333 303 418 337 307 285 259 239 217 81 193 115 78 128 88 95 67 48
internal_count=3121 2016 1105 1069 449 620 461 159 436 103 79 52 333 303 418 337 307 285 259 239 217 81 193 115 78 128 88 95 67 48
is_linear=0
shrinkage=0.1


Tree=6869
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1348 448 148 47 10 33 47 47 44 47 49 133 47 1 1 1 1 120 2 13 4 13 13 1 403 1213 133
split_gain=9.15698e-09 4.97435e-08 2.76757e-08 8.92344e-09 2.27865e-08 1.48757e-08 1.15649e-08 1.00148e-07 8.16568e-08 4.565e-08 3.4674e-08 2.06522e-08 5.05936e-08 2.43403e-08 1.8233e-08 1.59323e-08 1.52946e-08 3.95597e-08 1.53667e-08 1.45858e-08 4.24938e-08 3.00303e-08 1.3608e-08 4.78455e-08 6.10486e-08 3.394e-08 5.19484e-08 1.85592e-08 1.5598e-08 2.79567e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.095915000000000014 0.056825000000000007 -0.095079999999999984 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.097970000000000015 0.091210000000000013 0.099360000000000018 0.10254000000000001 -0.015259999999999998 0.090665000000000009 0.088195000000000009 0.107145 0.090740000000000015 0.081670000000000006 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.19762500000000002 -0.095774999999999985 0.24813000000000004 0.11217000000000001 0.077565000000000009 0.62487500000000018 -0.24064499999999997 -0.095184999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 8 -8 -7 -9 15 12 -11 -14 16 19 17 18 -15 20 21 22 25 -24 -25 27 -27 28 29 -10
right_child=1 3 -4 -5 -6 6 7 9 10 11 -12 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-1.9479893856877774e-07 4.8967102234850504e-06 -2.3332259830668693e-06 -3.5579433586008236e-06 -2.0418208523984679e-06 3.3090285623551432e-06 -5.2289953388632664e-06 7.4526037360556082e-06 -4.044992765273037e-06 4.1054240467486594e-07 5.2766246372100243e-06 4.0657457919310439e-06 -2.1927159364167893e-06 3.5288564071206134e-06 -1.6069053250096962e-06 2.4191336469812086e-06 -2.2317414554606786e-06 4.1865326906707109e-07 -5.0944357495035838e-06 2.1462400920313483e-06 2.7036165283789164e-06 -3.9530389762553068e-06 3.8951606904902295e-06 2.5007514481628208e-06 -6.8850341852504989e-06 -5.2360264911991787e-07 5.2739903658978925e-06 -1.2108765585729826e-06 2.9534543738832112e-06 1.4995962424673605e-08 -3.5616634129516627e-06
leaf_weight=194 21 27 28 21 21 30 20 24 37 23 21 25 21 24 25 32 81 22 20 20 27 20 26 22 48 30 21 21 2135 34
leaf_count=194 21 27 28 21 21 30 20 24 37 23 21 25 21 24 25 32 81 22 20 20 27 20 26 22 48 30 21 21 2135 34
internal_value=0 4.74014e-08 -6.18979e-07 1.20173e-08 2.71138e-08 2.81189e-09 2.52658e-08 6.291e-07 -4.29167e-08 1.14118e-07 1.94659e-08 5.28304e-07 8.43237e-07 3.14905e-07 -7.74957e-08 -1.48939e-08 -5.02093e-07 -1.6321e-06 9.90699e-08 1.41676e-08 -8.05008e-09 3.64423e-08 3.93412e-09 -1.16233e-06 -2.52291e-06 5.30833e-08 2.60375e-06 -5.32895e-09 -3.34951e-08 -1.49164e-06
internal_weight=0 2899 222 2878 2857 2836 2809 285 2524 265 2494 241 216 193 172 2473 147 66 44 2441 2421 2394 2374 96 70 2278 51 2227 2206 71
internal_count=3121 2899 222 2878 2857 2836 2809 285 2524 265 2494 241 216 193 172 2473 147 66 44 2441 2421 2394 2374 96 70 2278 51 2227 2206 71
is_linear=0
shrinkage=0.1


Tree=6870
num_leaves=31
num_cat=0
split_feature=448 447 130 2 11 33 106 10 16 15 31 2 16 1213 3 0 52 12 4 157 12 129 130 15 52 15 16 15 13 4
split_gain=1.057e-08 1.64932e-08 9.45393e-09 1.47226e-08 9.67283e-09 1.55249e-08 1.22111e-08 1.79523e-08 2.51373e-07 1.53776e-07 2.0117e-08 2.56555e-08 1.49288e-07 8.60308e-09 9.00697e-09 2.99502e-08 2.54333e-08 3.94846e-08 5.02031e-08 6.00776e-08 7.06043e-08 3.88099e-08 4.21287e-08 3.21908e-08 3.23873e-08 3.25536e-08 4.65772e-08 5.90608e-08 2.11676e-08 1.91659e-08
threshold=0.068920000000000023 0.094005000000000019 -0.23123999999999997 0.31358000000000003 -0.011194999999999998 -0.009184999999999997 0.089100000000000026 -0.0087699999999999983 -0.056919999999999991 -0.092489999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.056919999999999991 0.51258500000000007 -0.097174999999999984 0.10455500000000001 -0.063789999999999986 0.086345000000000019 -0.50052499999999989 -0.04831499999999999 0.099400000000000002 0.085790000000000019 0.084580000000000016 -0.14147499999999996 0.10744000000000002 0.084840000000000013 -0.011734999999999997 -0.033689999999999991 -0.0021749999999999994 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 8 9 -7 -9 12 -12 14 16 -16 17 28 -19 -20 29 22 23 -18 25 26 27 -25 -13 -21
right_child=-2 -3 3 -5 5 6 -8 10 -10 -11 11 13 -14 -15 15 -17 21 18 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=2.0110319556094867e-06 -2.2915335375728319e-06 2.2733087490678374e-06 1.9183862902466968e-06 -2.2283796423986736e-06 -2.4058494697480153e-06 -9.80830590833648e-06 -2.1546719827151369e-06 -2.964312339214382e-06 8.3252498248143077e-06 1.8550121633499938e-06 6.9000867167178205e-06 -6.492407692348934e-07 -4.170960960978153e-06 1.890846031864899e-06 -8.772408755932211e-08 -3.3214736347496188e-06 -1.4096291127579638e-06 3.7431817488733501e-06 -4.0545666201473479e-06 -3.7115470821514798e-06 4.6668870379562583e-06 5.2846009660356691e-06 -3.1793079346016386e-06 2.3617528358954588e-06 -1.1526900379976724e-06 6.7873022123657958e-07 9.4071290591116474e-07 1.004685585940024e-05 -5.0139637064603455e-06 4.6259988990145343e-07
leaf_weight=23 20 32 26 30 27 20 26 23 32 26 29 20 21 23 2313 29 38 33 36 22 30 20 25 20 29 52 29 20 25 22
leaf_count=23 20 32 26 30 27 20 26 23 32 26 29 20 21 23 2313 29 38 33 36 22 30 20 25 20 29 52 29 20 25 22
internal_value=0 1.47797e-08 -8.76966e-09 -2.40209e-08 -2.09431e-09 -1.87941e-08 2.95763e-09 2.20582e-08 1.51887e-06 -3.216e-06 -1.87783e-08 5.10999e-09 2.25025e-06 -3.51832e-08 -5.1216e-08 -1.27766e-07 3.74629e-07 -4.90657e-07 3.2231e-07 -7.03951e-07 9.26078e-07 1.0728e-06 6.77325e-07 1.19018e-06 1.84879e-06 2.56816e-06 3.99207e-06 6.2043e-06 -3.07409e-06 -1.62447e-06
internal_weight=0 3101 3069 3046 3016 2990 2963 2937 78 46 2859 2836 50 2786 2763 2342 421 188 143 110 74 233 213 188 150 121 69 40 45 44
internal_count=3121 3101 3069 3046 3016 2990 2963 2937 78 46 2859 2836 50 2786 2763 2342 421 188 143 110 74 233 213 188 150 121 69 40 45 44
is_linear=0
shrinkage=0.1


Tree=6871
num_leaves=31
num_cat=0
split_feature=96 34 9 1 120 1 9 34 9 3 45 1 159 2 3 3 16 47 52 52 16 52 159 51 15 457 150 1 2 4
split_gain=9.07414e-09 1.02825e-08 1.69549e-08 1.51839e-08 3.31255e-08 3.21768e-08 1.60762e-08 1.31452e-08 4.52782e-08 4.44799e-08 1.01063e-08 1.38686e-08 1.98255e-08 2.17733e-08 1.66796e-08 4.31123e-08 3.04985e-08 6.19808e-08 1.19255e-07 1.70461e-07 5.92334e-08 9.48385e-08 4.77583e-08 4.91149e-08 6.64683e-08 4.51423e-08 4.45788e-08 6.57331e-08 3.40603e-08 4.83353e-08
threshold=0.090365000000000015 -0.097449999999999981 -0.093504999999999991 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 0.092410000000000006 -0.057544999999999992 0.087755000000000014 -0.0096849999999999974 0.094030000000000016 0.13559000000000002 0.093660000000000007 0.13913500000000004 -0.03694999999999999 -0.047929999999999993 -0.070454999999999976 0.092165000000000011 -1.0000000180025095e-35 0.070205000000000017 -0.087659999999999988 -0.078224999999999975 0.10545500000000001 -0.12089999999999999 -1.0000000180025095e-35 0.10613500000000002 1.0000000180025095e-35 0.10658000000000002 0.084145000000000011 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 9 10 -4 11 14 13 -13 15 -9 20 18 22 -20 21 -16 23 24 -18 26 -23 -28 -25 -30
right_child=-2 2 3 -5 -6 -7 -8 8 -10 -11 -12 12 -14 -15 16 -17 17 -19 19 -21 -22 25 -24 28 -26 -27 27 -29 29 -31
leaf_value=1.7183407992758604e-06 -2.0717108273380466e-06 -2.9075303045544846e-06 4.2842258629341948e-06 2.6932772665791812e-06 -2.900526729741288e-06 3.8431005893099522e-06 2.0214473643602852e-06 -3.1140750767289547e-08 -4.790935756773252e-06 -1.9378339175091244e-06 -1.8735519004480764e-06 1.4881976767355809e-07 1.2912430611322634e-06 -4.083231596408247e-06 6.5171510703459552e-06 -4.0513595329819645e-06 4.2817962177347609e-07 -4.1008456731006501e-06 1.2826952762506628e-05 1.747805845713917e-06 -4.5158391195588505e-06 9.415203990552862e-09 -3.3549919602851987e-06 -3.4812797309768941e-06 8.2338974891627004e-06 3.9408509673237516e-06 -7.9415909522140288e-06 -1.7916199415897912e-07 -2.5134548867232232e-07 5.1323441376942878e-06
leaf_weight=35 21 20 27 21 39 22 39 2215 20 20 29 20 20 31 22 27 24 20 21 41 29 121 28 22 20 21 20 24 81 21
leaf_count=35 21 20 27 21 39 22 39 2215 20 20 29 20 20 31 22 27 24 20 21 41 29 121 28 22 20 21 20 24 81 21
internal_value=0 1.40247e-08 -5.43728e-09 1.36241e-08 -4.98461e-09 3.28466e-08 4.55581e-09 -2.23453e-08 -4.94456e-08 1.63654e-06 -1.62535e-08 2.79233e-09 -1.37717e-06 -2.4236e-06 3.83299e-08 -7.95555e-08 5.51532e-07 1.26207e-06 1.6778e-06 5.50042e-06 -2.81927e-07 3.08378e-07 4.68605e-07 1.10587e-06 3.97623e-06 -4.25992e-07 -9.81773e-07 -3.70754e-06 8.73556e-08 8.57061e-07
internal_weight=0 3100 3065 3045 3024 2985 2963 2924 2877 47 2857 2828 71 51 2757 2242 515 278 258 62 237 208 196 168 44 186 165 44 124 102
internal_count=3121 3100 3065 3045 3024 2985 2963 2924 2877 47 2857 2828 71 51 2757 2242 515 278 258 62 237 208 196 168 44 186 165 44 124 102
is_linear=0
shrinkage=0.1


Tree=6872
num_leaves=31
num_cat=0
split_feature=421 9 2 10 43 2 149 33 34 9 2 1365 1366 45 52 160 52 132 399 394 1203 3 1209 403 12 52 12 2 1 3
split_gain=9.09968e-09 1.67702e-08 2.70105e-08 1.3503e-08 3.99377e-08 1.97333e-08 1.2522e-08 1.15416e-08 1.25661e-08 9.80403e-09 1.32038e-08 9.73484e-09 1.21463e-08 1.21487e-08 1.23644e-08 3.68412e-08 3.07305e-08 3.01383e-08 3.20688e-07 1.86885e-07 4.18816e-08 2.718e-08 3.30051e-08 5.96563e-08 3.49472e-08 4.56125e-08 1.13023e-07 4.12442e-08 4.57885e-08 3.74688e-08
threshold=-1.0000000180025095e-35 0.092410000000000006 -0.15339499999999998 0.053330000000000009 -0.080419999999999978 -0.090999999999999984 0.097720000000000015 0.085305000000000006 -0.084769999999999984 -0.074254999999999988 -1.0000000180025095e-35 0.088010000000000019 -0.083699999999999983 0.094030000000000016 0.0031350000000000002 -0.13024499999999997 0.008405000000000001 -0.083284999999999984 0.091580000000000009 0.0016050000000000003 0.085595000000000018 -0.16726499999999997 -0.084519999999999984 -0.015394999999999997 0.084535000000000013 0.084960000000000022 0.082480000000000012 0.083995000000000014 0.078340000000000007 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 8 -7 -10 -11 12 -12 14 15 -14 -16 18 20 -19 -17 -18 23 -23 25 26 -24 -27 -29 -26
right_child=1 2 -4 4 -6 6 -8 -9 9 10 11 -13 13 -15 16 17 21 19 -20 -21 -22 22 24 -25 29 27 -28 28 -30 -31
leaf_value=-2.1261886422507816e-06 2.7003948493605399e-06 -2.2369683763288238e-07 4.5581432259279526e-06 1.380121439069626e-06 -4.8638224143360283e-06 2.4599554222282635e-06 -2.0830965381876389e-06 -2.2263372092429959e-06 -1.8917398426344369e-06 2.5832031610661944e-06 -2.1230082322913574e-06 2.0103759728347844e-06 3.3683291184792732e-06 -1.9605543268279426e-06 -3.4964380720988887e-06 1.0004907001833394e-07 3.2598462676896419e-06 1.6026385954968195e-07 1.2091184403387793e-05 -9.338843604685583e-06 -5.308339418011851e-06 -6.7501514898876421e-06 -6.5492454353943691e-07 6.2177397882370986e-07 4.2539058932672966e-07 -3.3306414397057695e-06 -9.256001080033953e-06 3.5203504915826721e-06 -7.2183687333793613e-07 -1.853507925009268e-06
leaf_weight=20 27 27 21 20 21 21 29 23 27 20 27 24 36 31 28 45 23 1507 23 21 21 21 50 23 735 33 22 38 77 80
leaf_count=20 27 27 21 20 21 21 29 23 27 20 27 24 36 31 28 45 23 1507 23 21 21 21 50 23 735 33 22 38 77 80
internal_value=0 1.37146e-08 1.86836e-06 -1.54445e-08 -1.818e-06 9.0922e-09 -1.52512e-08 5.03546e-09 2.25334e-08 4.95588e-09 2.27066e-08 4.83226e-09 -1.211e-08 8.14379e-09 3.00732e-08 2.04347e-07 -2.2486e-07 1.33906e-07 1.92275e-06 2.97133e-08 -1.6208e-06 -1.41735e-07 -2.14243e-07 -2.89664e-06 -1.00209e-07 -1.21863e-06 -3.28303e-06 -2.1432e-07 6.79929e-07 2.01695e-07
internal_weight=0 3101 48 3053 41 3012 2985 2956 2933 2912 2885 2865 2841 2814 2783 1653 1130 1617 89 1528 66 1102 1079 44 1035 220 72 148 115 815
internal_count=3121 3101 48 3053 41 3012 2985 2956 2933 2912 2885 2865 2841 2814 2783 1653 1130 1617 89 1528 66 1102 1079 44 1035 220 72 148 115 815
is_linear=0
shrinkage=0.1


Tree=6873
num_leaves=31
num_cat=0
split_feature=1209 394 46 49 475 475 3 475 49 48 49 484 159 49 15 15 2 43 480 479 133 481 479 1456 484 13 160 49 159 151
split_gain=9.98114e-09 9.92794e-09 9.27493e-09 9.87814e-09 2.84057e-08 5.72109e-08 2.51269e-08 5.42654e-08 4.19993e-08 3.26176e-08 2.35875e-08 2.31887e-08 3.17004e-08 2.78338e-08 2.5743e-08 4.23732e-08 7.91474e-08 2.2417e-08 1.32e-08 1.86494e-08 1.52656e-08 1.24468e-07 1.16331e-07 4.67921e-08 8.14671e-08 7.47844e-08 7.37512e-08 4.41835e-08 4.98902e-08 4.20389e-08
threshold=-0.14444499999999996 0.264685 0.10987500000000001 0.097940000000000013 -0.085774999999999976 -0.079449999999999979 0.099930000000000005 0.05680000000000001 0.10247500000000002 0.11454000000000002 0.10463500000000002 0.073690000000000019 -1.0000000180025095e-35 0.10877000000000002 -0.12255999999999999 -0.068899999999999975 0.10882500000000002 -0.050459999999999998 0.11471500000000003 0.093525000000000011 0.086910000000000015 -0.086484999999999992 0.077560000000000018 0.085790000000000019 -0.084899999999999989 -0.084419999999999981 -0.079279999999999975 0.090000000000000011 -0.43709499999999996 -0.088419999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 18 -5 -6 7 8 -7 -8 -10 12 -12 -14 17 -16 -17 -15 19 20 22 -22 -2 24 25 -23 -25 28 -26 -30
right_child=1 -3 -4 4 5 6 9 -9 10 -11 11 -13 13 14 15 16 -18 -19 -20 -21 21 23 -24 26 27 -27 -28 -29 29 -31
leaf_value=2.2267981148615944e-06 -3.5827019036485431e-08 1.9703789148479704e-06 2.0154206352303432e-06 -3.8649104984263742e-06 4.748540099864754e-06 -4.2088588981771733e-06 4.2848094621335397e-06 -5.6535844479462277e-06 2.9356321874729475e-06 -1.2250350315363386e-06 -4.437048087362944e-06 2.2571681088097479e-06 -3.6192312331257362e-06 4.3358205494354005e-07 4.1288304828412947e-06 3.7142438642268607e-06 -4.8686080710715696e-06 -4.1440827453698148e-06 2.0712271708039374e-06 -2.4038287847361063e-06 7.092132434788962e-06 4.4435066854475735e-07 -7.7011231633150616e-06 3.0906056259306258e-07 -5.0264768196939266e-06 9.0921455421266738e-06 -7.4797999650400017e-06 3.8181578573433703e-06 4.2426160002437628e-06 -1.3776245271857152e-07
leaf_weight=20 1967 25 22 24 21 28 22 23 23 21 22 27 22 23 32 21 22 20 31 32 27 20 20 31 20 20 20 30 23 462
leaf_count=20 1967 25 22 24 21 28 22 23 23 21 22 27 22 23 32 21 22 20 31 32 27 20 20 31 20 20 20 30 23 462
internal_value=0 -1.43532e-08 -3.0484e-08 -4.5222e-08 -5.44305e-07 -3.0059e-07 -6.47099e-07 -1.01351e-06 -5.68834e-07 1.59396e-06 -8.80755e-08 -4.5604e-07 -9.08241e-07 -3.53715e-07 2.55111e-07 1.3735e-06 -6.76983e-07 -1.69556e-06 1.95867e-08 -4.21603e-09 2.48702e-08 4.44336e-07 -1.12981e-07 1.5761e-07 4.15094e-07 4.76825e-06 -2.74539e-06 8.96245e-08 -1.31873e-07 6.99668e-08
internal_weight=0 3101 3076 3054 351 327 306 263 240 43 212 189 162 140 118 75 43 43 2703 2672 2640 653 1987 626 575 40 51 535 505 485
internal_count=3121 3101 3076 3054 351 327 306 263 240 43 212 189 162 140 118 75 43 43 2703 2672 2640 653 1987 626 575 40 51 535 505 485
is_linear=0
shrinkage=0.1


Tree=6874
num_leaves=31
num_cat=0
split_feature=132 393 1203 448 0 1 10 33 479 1 479 480 13 50 160 1375 1 1 1 3 457 4 157 4 475 1371 1374 4 3 13
split_gain=9.221e-09 3.57553e-08 3.34589e-08 9.328e-09 1.62935e-08 8.897e-09 2.67033e-07 1.41737e-07 6.4751e-08 1.21792e-07 4.11387e-08 1.2583e-07 9.4744e-08 3.60971e-08 3.38482e-08 4.62506e-08 3.29384e-08 3.78507e-08 2.84916e-08 9.94004e-08 2.45771e-08 1.13976e-07 3.80195e-08 1.11014e-07 9.60238e-08 9.48852e-08 3.22115e-08 2.94202e-08 2.9297e-08 5.36391e-08
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 0.068920000000000023 -0.26343999999999995 0.09253500000000002 -0.0082499999999999987 -1.0000000180025095e-35 0.093525000000000011 0.093205000000000024 0.093525000000000011 0.10272000000000002 -0.078279999999999975 0.13276000000000002 0.11205000000000002 -0.080114999999999978 0.091900000000000023 0.091450000000000017 0.090540000000000023 -0.081164999999999987 0.097000000000000017 -0.0094449999999999968 -0.087184999999999985 -0.0083799999999999986 -0.048844999999999993 0.083235000000000017 0.085820000000000021 -0.0019149999999999998 -0.072624999999999981 -0.14179999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 -6 -7 9 -9 11 13 -12 16 15 -11 17 18 20 -20 22 -22 23 24 -8 26 28 -25 29 -24
right_child=1 -3 -4 -5 5 7 10 8 -10 14 12 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 25 27 -26 -27 -28 -29 -30 -31
leaf_value=-2.3278745141406224e-07 2.2404474996371642e-06 4.0630039248671069e-06 -4.5265650817327697e-06 -2.1359019319788788e-06 -1.1612573086949852e-05 8.3809934559602486e-06 1.0551341322653229e-05 -7.2374022752426201e-06 5.6983619592188014e-06 -4.6186123871025523e-06 -7.9133955231165088e-06 7.5958606309065786e-06 1.1174526793393642e-06 3.1221565526114624e-06 3.3801165636026369e-06 1.3444708891304025e-07 3.9589343919033126e-06 -4.4478166637418323e-06 -2.6864480923904921e-06 6.9529358049057127e-06 3.183903031924729e-06 -6.9441766336240115e-06 -3.9255377249570634e-06 -4.2924170837853706e-06 1.334825376576331e-06 -6.7090827098003179e-06 3.3286155249462118e-06 1.0069157337966316e-06 -1.0895367646448698e-06 1.611351468010337e-07
leaf_weight=196 33 22 20 20 20 21 20 23 20 21 21 22 26 36 31 815 20 20 20 23 20 25 33 22 26 22 27 20 275 1201
leaf_count=196 33 22 20 20 20 21 20 23 20 21 21 22 26 36 31 815 20 20 20 23 20 25 33 22 26 22 27 20 275 1201
internal_value=0 4.68703e-08 -6.30359e-07 1.62234e-08 3.12574e-08 5.49657e-09 -1.18652e-07 2.58727e-07 7.12902e-08 -5.51608e-08 3.68908e-09 7.8635e-08 -2.91761e-06 -1.27346e-08 1.35372e-07 1.50521e-08 -7.63513e-08 -1.22364e-07 -7.24738e-08 2.4695e-06 -1.37113e-07 -2.44281e-06 -7.40777e-08 1.94815e-06 5.34201e-06 -1.88299e-07 -9.4902e-08 -1.76893e-06 -1.56158e-07 5.18481e-08
internal_weight=0 2905 216 2883 2863 2830 1899 931 910 890 1879 1832 47 1810 867 836 1774 1754 1734 43 1691 45 1646 88 46 1558 1536 42 1509 1234
internal_count=3121 2905 216 2883 2863 2830 1899 931 910 890 1879 1832 47 1810 867 836 1774 1754 1734 43 1691 45 1646 88 46 1558 1536 42 1509 1234
is_linear=0
shrinkage=0.1


Tree=6875
num_leaves=31
num_cat=0
split_feature=1209 456 4 150 447 15 150 455 42 1374 149 150 12 0 45 52 1 49 1 0 43 1 11 150 150 13 160 160 12 3
split_gain=8.19259e-09 8.13447e-09 4.62542e-08 1.51935e-08 3.81375e-08 3.7983e-08 3.45765e-08 1.2819e-08 1.88776e-08 1.53677e-08 1.2351e-08 1.83438e-08 7.35793e-08 1.07768e-08 5.45002e-08 4.95792e-08 5.55211e-08 6.11369e-08 5.93991e-08 4.15028e-08 1.41473e-07 3.24289e-08 2.95062e-08 2.00508e-08 4.55911e-08 4.73302e-08 1.93017e-08 3.96081e-08 3.4456e-08 4.56065e-08
threshold=-0.14444499999999996 -0.085409999999999986 -0.0092149999999999992 0.12640500000000002 0.10121000000000001 -0.037864999999999989 0.11989500000000002 0.090605000000000019 0.087995000000000004 -0.096434999999999979 0.091325000000000003 0.10348 0.083875000000000019 -0.14794999999999997 0.084355000000000013 -0.092399999999999982 0.092695000000000013 -0.023059999999999997 0.10337500000000001 -0.14051499999999997 -0.00045499999999999995 0.082005000000000008 0.076560000000000003 0.09487000000000001 0.087865000000000013 -0.081029999999999977 0.081905000000000019 0.062030000000000009 0.089570000000000025 -0.089519999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 7 9 -9 -3 11 13 -13 14 15 -11 17 -17 -18 20 -15 22 -19 24 26 -26 27 -21 29 -28
right_child=1 3 -4 5 -6 -7 -8 8 -10 10 -12 12 -14 19 -16 16 18 21 -20 23 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=2.017436559071939e-06 -1.7784796606671688e-06 -2.4511015838540447e-06 4.49711651724457e-06 1.0251865018874794e-06 4.3451772015146167e-06 -5.0640348030128735e-06 -3.7395551898953275e-06 3.9599117599209425e-06 -1.619657014089171e-07 -3.4768200109169812e-06 -2.1378453614791701e-06 -1.6736802026571243e-06 6.3556073855796142e-06 1.9017732504587252e-06 5.615597962673747e-06 6.9918224258087683e-06 -5.6049521753092928e-06 5.593231928742171e-06 3.9500244886917779e-07 5.2551981827776696e-09 -7.5865605178175132e-06 -1.5889177352132073e-06 3.4138552653372328e-07 -3.0949623957591635e-06 6.7843472970707818e-06 3.1372244918132378e-07 -5.4034269045065164e-06 4.0903525037568519e-06 7.6966958686370871e-07 -9.6617101562905617e-07
leaf_weight=20 24 26 23 21 20 20 25 20 25 32 27 25 21 33 20 23 21 20 77 2145 30 28 23 21 20 26 27 24 91 163
leaf_count=20 24 26 23 21 20 20 25 20 25 32 27 25 21 33 20 23 21 20 77 2145 30 28 23 21 20 26 27 24 91 163
internal_value=0 -1.30104e-08 1.29256e-06 -3.31026e-08 -7.08387e-09 -1.94517e-06 -3.61668e-08 -4.9725e-09 1.66998e-06 -3.07586e-08 -9.03653e-09 1.09906e-08 1.99186e-06 -2.12758e-08 6.13949e-07 1.67374e-07 7.74739e-07 2.51105e-06 -8.90702e-07 -8.13513e-08 -2.61648e-06 1.05953e-06 2.7841e-06 -1.78975e-08 7.99123e-09 3.12704e-06 -5.05705e-08 5.04568e-08 -8.30386e-07 -1.59673e-06
internal_weight=0 3101 47 3054 3013 41 2993 2968 45 2923 2897 2870 46 2824 244 224 192 94 98 2580 63 71 43 2517 2496 46 2450 2169 281 190
internal_count=3121 3101 47 3054 3013 41 2993 2968 45 2923 2897 2870 46 2824 244 224 192 94 98 2580 63 71 43 2517 2496 46 2450 2169 281 190
is_linear=0
shrinkage=0.1


Tree=6876
num_leaves=31
num_cat=0
split_feature=1348 448 148 484 0 3 1455 1455 13 2 482 482 12 484 1446 480 160 481 481 481 482 52 2 2 2 13 0 43 3 1213
split_gain=8.23219e-09 2.30671e-08 1.53485e-08 1.06398e-08 5.32949e-08 7.93017e-08 2.85885e-08 2.86493e-08 1.9418e-08 1.74457e-08 1.53654e-08 2.13859e-08 6.41886e-08 3.8273e-08 1.4638e-08 2.68852e-08 1.33052e-08 1.9524e-08 2.32501e-08 2.35564e-08 1.2415e-08 1.23829e-08 4.44085e-08 8.13791e-08 6.19086e-08 6.13959e-08 7.44717e-08 4.00604e-08 3.15073e-08 4.96932e-08
threshold=0.095915000000000014 0.056825000000000007 -0.095079999999999984 0.10455500000000001 -0.067624999999999977 -0.082794999999999994 -0.097209999999999977 -0.090354999999999977 -0.072819999999999982 0.090545000000000014 0.11191500000000001 0.090355000000000005 0.088245000000000004 0.096935000000000007 -0.09143999999999998 0.11471500000000003 -0.55323499999999981 -0.11184999999999999 -0.087424999999999989 -0.085629999999999984 0.096745000000000012 0.091275000000000009 0.097605000000000011 0.10402500000000002 0.095195000000000016 -0.097984999999999989 -0.10836499999999999 -1.0000000180025095e-35 -0.077774999999999983 0.104315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 -8 9 -7 11 13 20 14 -9 16 -16 -18 -19 -20 -13 -21 24 27 28 -25 -27 -24 29 -23
right_child=-2 -3 3 4 -6 8 7 10 -10 -11 -12 12 -14 -15 15 -17 17 18 19 21 -22 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=-2.3826138540580695e-06 -1.9275640170235422e-06 3.3167061203476766e-06 -3.7958048380914992e-06 5.6619285058919413e-06 -3.3929236470460943e-06 5.3837081166134511e-07 3.6781646810725635e-06 -2.5305420486485835e-06 2.2276768668234583e-06 -3.2094918305633855e-06 -2.2801837682588183e-06 9.0850460750399154e-07 5.802748688438442e-06 -4.3037477683226048e-06 -2.0889290248481801e-06 3.0855744425041722e-06 2.2452710643512163e-06 -2.8057006572150081e-06 3.1803152711765275e-06 7.2506871335487884e-08 -2.2405786423751992e-06 5.9122641211556159e-07 1.3406994574844639e-06 4.6904443115636245e-06 -5.1752928142637498e-06 -6.7017753432689168e-06 -1.3962084364850723e-07 7.3817220857602921e-06 -2.3102569412003505e-06 -4.4630556505932301e-06
leaf_weight=27 22 21 20 36 24 27 21 23 25 23 30 31 25 21 31 28 38 30 23 2081 21 168 21 20 35 21 98 23 85 22
leaf_count=27 22 21 20 36 24 27 21 23 25 23 30 31 25 21 31 28 38 30 23 2081 21 168 21 20 35 21 98 23 85 22
internal_value=0 1.369e-08 -8.84516e-09 1.21616e-08 8.80066e-07 1.80396e-06 -2.80191e-08 -1.99849e-09 -4.78717e-08 -1.18565e-06 -2.88797e-08 -5.14009e-09 1.6387e-06 -5.08684e-08 -1.83564e-08 2.85514e-09 -2.91612e-08 -5.20146e-09 -3.77549e-08 -5.7802e-09 -3.63241e-07 -3.42496e-08 -4.84879e-07 7.50399e-07 -1.21409e-06 -4.36052e-07 -1.29765e-06 4.49851e-06 -7.09938e-07 5.99375e-09
internal_weight=0 3099 3078 3051 135 111 2916 2896 75 50 2875 2845 77 2768 2747 2724 2696 2665 2627 2597 52 2574 493 183 310 139 119 44 275 190
internal_count=3121 3099 3078 3051 135 111 2916 2896 75 50 2875 2845 77 2768 2747 2724 2696 2665 2627 2597 52 2574 493 183 310 139 119 44 275 190
is_linear=0
shrinkage=0.1


Tree=6877
num_leaves=31
num_cat=0
split_feature=448 0 132 1185 15 1186 132 403 4 0 400 0 51 403 51 51 51 4 13 0 51 133 52 1 4 15 50 1446 154 16
split_gain=9.94395e-09 1.3972e-08 8.13776e-09 3.89918e-08 1.84699e-08 1.88623e-08 1.01004e-08 1.08654e-08 1.18547e-08 2.2572e-08 1.12395e-08 1.2385e-08 8.96597e-09 4.43484e-08 8.3607e-08 4.39608e-08 3.41832e-08 5.238e-08 2.58831e-08 3.76014e-08 2.28643e-08 1.41082e-07 2.09457e-08 5.30458e-08 2.11494e-08 2.46404e-08 3.4363e-08 2.02733e-08 2.19834e-08 2.11248e-08
threshold=0.068920000000000023 -0.26343999999999995 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.085749999999999979 -0.088034999999999988 0.10924000000000002 -0.09515499999999999 -1.0000000180025095e-35 -0.079984999999999987 0.094075000000000006 -0.0031149999999999997 0.096505000000000021 0.090560000000000015 0.087505000000000013 -0.077999999999999986 0.10002500000000002 0.041630000000000007 0.078435000000000019 0.0033250000000000003 -0.07278999999999998 0.11146500000000002 -0.073934999999999987 -0.091184999999999988 0.11368500000000002 0.11483500000000001 0.084190000000000001 0.033715000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3 9 -9 -11 -12 15 -14 -15 16 20 -18 19 22 27 -22 23 -16 -24 -26 -27 28 29 -5
right_child=-2 2 3 12 -6 -7 -8 8 -10 10 11 -13 13 14 18 -17 17 -19 -20 -21 21 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=2.0610121365197384e-06 -2.2226346800380273e-06 -2.0960711900932859e-06 4.3308875319780784e-06 1.6492468439325248e-07 -3.1512744553765519e-06 -3.0986446084907153e-06 1.9339146160746167e-06 3.5081532240881298e-06 -2.0806082068247635e-06 1.2113415388219958e-06 -2.8252751650617702e-06 3.6035548655141052e-07 -3.4529138610231225e-06 6.6441501194671936e-06 5.6397011071851473e-06 -3.3888194943406583e-06 5.8197278799525525e-06 -6.5360443022655098e-07 3.0336044719803113e-06 -3.3699137945624337e-06 -7.6060803934296933e-06 3.3540548715989091e-06 1.7853943895509227e-06 -9.42150326409319e-07 8.8501946606811552e-07 -4.6353782406954297e-06 -3.792215835766136e-08 -2.8478562098825937e-06 3.2359184218865356e-06 -5.2177483298164935e-07
leaf_weight=33 20 26 21 1718 25 21 25 21 20 35 23 26 26 23 24 39 25 25 32 29 24 23 44 25 50 29 37 25 21 606
leaf_count=33 20 26 21 1718 25 21 25 21 20 35 23 26 26 23 24 39 25 25 32 29 24 23 44 25 50 29 37 25 21 606
internal_value=0 1.43366e-08 -7.67783e-09 3.78088e-08 -5.90808e-07 -2.65876e-07 7.21246e-08 -2.36119e-07 1.50751e-07 5.75772e-07 -1.57323e-07 -1.13494e-06 5.89566e-09 5.05222e-07 8.56456e-07 -5.76658e-08 -5.00472e-09 2.58306e-06 3.6343e-07 4.41515e-09 -5.85435e-08 -2.24261e-06 4.72623e-07 2.28161e-06 -8.13798e-08 -7.89467e-07 -2.05802e-06 -1.52308e-08 1.49677e-08 -1.41372e-08
internal_weight=0 3101 3068 2846 222 197 176 151 125 105 84 49 2825 319 293 2506 2467 50 270 238 2417 47 209 49 160 116 66 2370 2345 2324
internal_count=3121 3101 3068 2846 222 197 176 151 125 105 84 49 2825 319 293 2506 2467 50 270 238 2417 47 209 49 160 116 66 2370 2345 2324
is_linear=0
shrinkage=0.1


Tree=6878
num_leaves=31
num_cat=0
split_feature=12 130 403 3 4 1208 1209 1208 1212 3 1212 3 402 401 402 1213 2 393 1203 401 1209 43 1212 402 403 401 390 401 0 1213
split_gain=8.47984e-09 2.2543e-08 8.53046e-09 9.50841e-08 1.03708e-07 3.04829e-08 5.23208e-08 2.03628e-08 9.16397e-09 3.18151e-08 3.59408e-08 3.29828e-08 1.27653e-08 7.94359e-08 1.81585e-08 1.95151e-08 8.64594e-08 2.8152e-08 1.3535e-08 1.1817e-08 1.56004e-08 8.2153e-08 1.20982e-08 1.37956e-07 6.98571e-08 2.13262e-08 3.48715e-08 3.10282e-08 1.59834e-08 1.20691e-08
threshold=0.23631000000000002 -0.22461999999999996 -0.54448499999999989 -0.085784999999999986 -0.081114999999999979 0.11846000000000001 0.11743500000000001 0.098500000000000018 0.10321500000000002 -0.076514999999999986 0.11796000000000001 -0.078584999999999988 -0.44724499999999995 -1.0000000180025095e-35 -0.41596499999999997 0.10336000000000002 0.086000000000000007 0.12069000000000002 0.094640000000000016 -0.099524999999999988 -0.051604999999999991 -0.0047449999999999992 -0.089544999999999986 0.120965 0.041145000000000008 0.10632500000000002 0.089065000000000019 0.093120000000000022 -0.086234999999999992 -0.088064999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 12 10 -10 -12 13 -4 -14 17 -17 18 19 -16 21 -21 24 25 -22 26 27 29 -26 -24
right_child=-2 2 5 4 -6 -7 -8 -9 9 -11 11 -13 14 -15 15 16 -18 -19 -20 20 22 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=2.8910947815450917e-06 -1.9130361023223448e-06 4.3415970656016356e-06 -5.3477032519435012e-06 -8.2456996854792429e-06 1.0507036478202281e-06 3.9053680791312222e-06 -5.1092776811856317e-06 3.1255640178209257e-06 2.1539096174376775e-06 3.877985918060639e-06 4.2781724823726107e-07 -5.020536505071505e-06 2.9969352249281655e-06 2.4750266393311905e-06 -2.2023209519754045e-06 3.1609775351171263e-06 -5.2722791752462544e-06 3.7472813255590155e-06 -2.0312057400091859e-06 -1.4993369426797979e-06 6.3416278226213765e-06 5.8774917586281215e-06 -1.4059800220679121e-06 -7.9362655428254093e-06 1.4048013688731469e-06 2.4005687942315344e-06 -3.9816679418436253e-06 3.6731312864345535e-06 -1.6326663837123593e-06 1.9072099952681496e-08
leaf_weight=27 23 22 27 24 24 20 20 21 39 27 25 20 20 25 24 20 31 20 33 36 20 26 61 22 30 37 22 23 41 2311
leaf_count=27 23 22 27 24 24 20 20 21 39 27 25 20 20 25 24 20 31 20 33 36 20 26 61 22 30 37 22 23 41 2311
internal_value=0 1.4205e-08 -1.10884e-08 -1.10235e-06 -3.5975e-06 1.43659e-08 -1.17394e-08 2.26918e-08 5.28405e-10 8.91827e-07 -6.80098e-08 -1.99367e-06 -3.4443e-08 -1.58678e-06 -5.37521e-09 -2.71548e-08 -1.96512e-06 9.37008e-09 -1.84625e-08 6.57354e-09 2.67384e-08 1.59417e-06 -1.11193e-08 -5.27385e-08 1.12129e-06 1.79369e-08 -1.8537e-08 1.78676e-08 -3.49229e-07 -1.75755e-08
internal_weight=0 3098 3071 70 48 3001 2981 2961 2940 111 84 45 2829 52 2777 2757 51 2706 2686 2653 2629 62 2567 2476 91 2454 2417 2395 71 2372
internal_count=3121 3098 3071 70 48 3001 2981 2961 2940 111 84 45 2829 52 2777 2757 51 2706 2686 2653 2629 62 2567 2476 91 2454 2417 2395 71 2372
is_linear=0
shrinkage=0.1


Tree=6879
num_leaves=31
num_cat=0
split_feature=1208 15 15 15 15 3 131 159 481 0 15 42 15 403 1208 158 133 402 1213 13 42 15 159 15 12 393 15 15 15 403
split_gain=1.0561e-08 9.87897e-09 8.13354e-08 4.14578e-08 4.19617e-08 4.1368e-08 2.48507e-08 1.76534e-07 7.96999e-08 1.61987e-07 2.40712e-08 7.66972e-08 2.2562e-08 5.93973e-08 2.69617e-08 2.04664e-08 2.49003e-08 4.83924e-08 2.5667e-08 2.52611e-08 5.60508e-08 3.55629e-08 3.84164e-08 1.9303e-08 1.68201e-07 1.81571e-08 1.64946e-08 3.72682e-08 1.663e-08 6.66605e-08
threshold=0.12461500000000002 0.094425000000000023 0.095575000000000007 0.092400000000000024 0.091650000000000023 -0.080104999999999996 0.08956500000000002 -0.10296999999999999 -0.073474999999999985 -0.082724999999999979 0.090750000000000011 0.086950000000000013 0.089740000000000014 -0.048229999999999988 0.092250000000000013 1.0000000180025095e-35 0.51114000000000004 -0.064959999999999976 -0.059794999999999994 -0.078279999999999975 0.090395000000000017 0.14654000000000003 -0.087844999999999993 0.088990000000000014 0.088245000000000004 0.11146500000000002 0.088495000000000018 0.088235000000000022 0.087685000000000013 -0.080719999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 -5 8 -8 9 -4 12 -12 14 -14 23 16 17 -10 -19 20 -20 22 -21 25 -25 26 27 28 -1 -30
right_child=-2 2 6 5 -6 -7 7 -9 15 -11 11 -13 13 -15 -16 -17 -18 18 19 21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-5.1198798264974639e-09 -2.2905616151547295e-06 5.3149610117486645e-06 -1.8055091265978265e-06 -5.3642895558180593e-06 3.5455547235456338e-06 2.4832741019054083e-07 3.1337768993172834e-06 -8.7454728114525181e-06 5.0007661316374741e-06 1.0921893274371543e-05 -6.1973908060508627e-06 2.077852262854798e-06 5.2393938931670298e-06 -1.2741788574593166e-06 -3.4549479700274336e-06 -2.9490655699930811e-06 -2.5490891104595903e-06 -2.976637433085636e-06 1.5603629743700076e-06 1.8074985526084221e-07 -4.7355793469705535e-06 -9.724828138386393e-07 4.9427184731282778e-06 -4.9928963655077043e-06 6.2287706682314715e-06 -2.9173908400666323e-06 -2.3617380774491419e-06 4.0945992726516458e-06 -6.1685561422564206e-06 1.8982494159066239e-06
leaf_weight=2325 20 32 20 29 33 24 29 22 21 20 24 21 28 28 23 25 32 26 31 32 26 43 36 22 34 22 30 22 20 21
leaf_count=2325 20 32 20 29 33 24 29 22 21 20 24 21 28 28 23 25 32 26 31 32 26 43 36 22 34 22 30 22 20 21
internal_value=0 1.47664e-08 4.81931e-07 -5.34265e-08 1.89686e-09 -2.82273e-06 5.58791e-08 -1.99061e-06 3.90401e-07 4.55819e-06 -4.2737e-08 -2.33561e-06 -2.66736e-09 1.98261e-06 -4.68021e-08 -2.2251e-07 5.34573e-08 4.40813e-07 -5.27901e-08 3.9971e-07 -1.31147e-06 1.27842e-06 2.70179e-06 -1.53969e-08 1.82026e-06 -5.75267e-08 -3.15064e-08 -2.23217e-09 -4.03261e-08 -2.03678e-06
internal_weight=0 3101 395 2706 2653 53 363 51 312 40 2620 45 2575 56 2519 272 247 215 194 168 57 111 68 2496 56 2440 2418 2388 2366 41
internal_count=3121 3101 395 2706 2653 53 363 51 312 40 2620 45 2575 56 2519 272 247 215 194 168 57 111 68 2496 56 2440 2418 2388 2366 41
is_linear=0
shrinkage=0.1


Tree=6880
num_leaves=31
num_cat=0
split_feature=1213 16 1213 16 42 402 132 400 1204 130 133 16 1213 133 52 43 12 150 403 4 1210 151 52 1 1 1 160 1 1 49
split_gain=9.23764e-09 9.86507e-09 4.21796e-08 3.46151e-08 1.04902e-07 5.28438e-08 2.96192e-08 2.50066e-07 2.16887e-07 3.66184e-08 2.59601e-08 9.2685e-08 6.81986e-08 3.54787e-08 3.22363e-08 3.01627e-08 3.12124e-08 3.12081e-08 3.18453e-08 9.27545e-08 4.07645e-08 2.91883e-08 4.28534e-08 4.52296e-08 2.98928e-08 1.22235e-07 7.24361e-08 5.20459e-08 9.56107e-08 5.00175e-08
threshold=0.51258500000000007 -0.083134999999999987 0.12955000000000003 -0.082179999999999989 -0.088249999999999981 0.15960500000000002 -0.083284999999999984 -0.082259999999999986 -0.082199999999999981 0.087570000000000023 0.26753000000000005 -0.10850999999999998 0.093235000000000026 0.10622000000000002 1.0000000180025095e-35 -0.24021999999999996 0.12757000000000002 0.12416000000000001 0.0033700000000000002 -0.081984999999999988 -0.090009999999999993 0.093155000000000016 -0.080979999999999983 0.089875000000000024 0.090740000000000015 0.088135000000000005 0.10070500000000002 0.085475000000000009 0.078340000000000007 -0.066019999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -3 6 7 -5 -8 -9 12 -12 13 15 -15 -1 17 18 20 -20 -17 22 23 -22 25 26 27 28 -24 -26
right_child=-2 3 -4 5 -6 -7 8 9 -10 -11 11 -13 -14 14 -16 16 -18 -19 19 -21 21 -23 24 -25 29 -27 -28 -29 -30 -31
leaf_value=3.0510384424185482e-06 1.9966804905419372e-06 -2.0522432758222449e-06 -4.1596255397490934e-06 1.121830980304656e-05 7.1159622227521776e-06 -4.8227367601198653e-06 -9.8567948446708964e-06 -2.8484214026104296e-06 1.3255099993677313e-07 1.3527693116019492e-06 1.55268316961673e-06 -6.7560095683347764e-06 5.7378615235847983e-06 5.375919618884273e-06 4.4589522056881493e-07 -5.1544425821248305e-06 -4.1241217236244091e-06 2.9153365679431335e-06 6.205576012992727e-06 -2.4864779142599291e-07 6.0900668813701491e-06 -3.8608894787837654e-06 -1.8874130462356154e-07 -6.3522748860123102e-07 3.9821414202378954e-06 -7.8627749991037141e-06 -6.5586268965489582e-06 4.4578532890140891e-06 -7.3658713881741288e-06 -3.4383063334597849e-07
leaf_weight=26 23 24 27 22 26 22 22 42 1804 41 29 25 20 21 36 20 22 29 27 127 20 26 258 20 30 26 20 21 20 245
leaf_count=26 23 24 27 22 26 22 22 42 1804 41 29 25 20 21 36 20 22 29 27 127 20 26 258 20 30 26 20 21 20 245
internal_value=0 -1.48325e-08 -2.5618e-07 1.17107e-07 2.71522e-06 5.05914e-08 1.06114e-07 1.73936e-06 1.21974e-08 -7.73134e-07 -1.57497e-07 -2.29393e-06 -4.37227e-08 -1.60052e-07 2.26222e-06 -3.07405e-07 -4.03255e-07 -3.11175e-07 -4.19976e-07 8.82937e-07 -7.04181e-07 -5.74436e-07 -4.4497e-07 2.72742e-06 -6.4964e-07 -1.26957e-06 -7.32195e-07 -3.42467e-07 -7.05082e-07 1.28094e-07
internal_weight=0 3098 1095 2003 50 1953 1931 105 1826 83 1068 54 1014 994 57 937 911 889 860 154 706 686 660 40 620 345 319 299 278 275
internal_count=3121 3098 1095 2003 50 1953 1931 105 1826 83 1068 54 1014 994 57 937 911 889 860 154 706 686 660 40 620 345 319 299 278 275
is_linear=0
shrinkage=0.1


Tree=6881
num_leaves=31
num_cat=0
split_feature=129 132 50 1185 1203 1204 2 52 2 12 1213 0 399 15 480 52 52 49 130 40 15 158 482 474 1371 1 1 1 160 160
split_gain=9.37386e-09 1.01507e-08 2.70962e-07 1.66231e-07 2.57819e-08 1.2516e-08 2.35667e-08 1.11516e-08 1.48005e-08 1.27844e-08 1.66036e-08 1.62312e-08 2.54636e-08 9.74579e-09 3.79888e-08 2.88913e-08 1.60968e-08 2.03456e-08 1.45921e-08 1.98389e-08 1.2291e-08 1.49883e-08 1.35811e-08 1.92251e-08 1.68746e-08 1.39104e-08 3.10023e-07 2.5004e-07 3.74534e-08 4.16192e-08
threshold=0.12076500000000001 -0.083284999999999984 0.097510000000000013 -0.087384999999999977 0.089480000000000018 -0.082199999999999981 0.083585000000000007 0.090645000000000017 0.095040000000000013 0.086305000000000007 0.085835000000000009 -0.095504999999999993 0.088780000000000012 0.12044500000000001 0.11704500000000002 0.17829500000000004 1.0000000180025095e-35 -0.049039999999999993 -0.22699999999999995 -0.23202499999999995 0.11728000000000001 -0.47060499999999994 0.11117500000000001 0.096295000000000019 0.08976000000000002 0.09253500000000002 0.093100000000000002 0.091535000000000019 0.11205000000000002 0.10580000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 7 6 -5 9 -9 -1 11 -11 -13 14 18 16 17 -15 -7 -20 21 -21 24 -24 25 27 -27 -23 29 -28
right_child=-2 3 -4 5 -6 13 -8 8 -10 10 -12 12 -14 15 -16 -17 -18 -19 19 20 -22 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=1.1084915293816759e-06 -2.0568880586324666e-06 -9.1199087182758373e-06 1.1762489427837864e-05 4.1344656936070396e-06 -3.8607622923336755e-06 -2.6263758107753741e-06 -4.0964112668007149e-07 3.3193392849284467e-06 -5.2779882139475379e-07 -2.7185303885008108e-06 -3.3814257091554135e-06 2.4283393095688113e-06 -1.9631519110233691e-06 -8.728539330006338e-07 -3.8417634309203444e-06 3.121671412214092e-06 -2.6481871663008862e-06 2.7574834768109634e-06 3.1576778292219389e-06 -2.0843007632720403e-06 1.8576354406312543e-06 9.6339070949521342e-09 3.742595890798839e-06 -3.9230235105688651e-07 -2.6705646699080417e-06 1.2324216952817683e-05 7.9876027095972547e-09 -8.416014601506404e-06 3.6776470138917194e-06 -4.6136363630466809e-06
leaf_weight=36 22 20 20 21 20 21 25 20 20 21 24 31 23 38 26 39 20 26 20 35 35 1628 23 22 24 21 757 36 27 20
leaf_count=36 22 20 20 21 20 21 25 20 20 21 24 31 23 38 26 39 20 26 20 35 35 1628 23 22 24 21 757 36 27 20
internal_value=0 1.46074e-08 6.77459e-07 -3.48077e-08 -4.59467e-07 2.86357e-08 1.66484e-06 -7.07476e-08 1.39577e-06 -5.05271e-07 -1.09209e-06 -3.59508e-07 5.57889e-07 1.92689e-09 -3.78024e-08 8.72419e-07 -1.71876e-07 6.01971e-07 -7.46246e-10 2.00763e-08 -3.8019e-09 -2.89274e-08 -8.04578e-10 1.72109e-06 -3.16383e-08 -6.19269e-09 3.2955e-07 -1.72652e-07 1.62567e-08 -1.10973e-07
internal_weight=0 3099 215 2884 195 2864 46 175 40 135 99 75 54 2818 2695 123 84 64 2669 2648 2628 2593 2558 45 2513 2489 825 1664 804 777
internal_count=3121 3099 215 2884 195 2864 46 175 40 135 99 75 54 2818 2695 123 84 64 2669 2648 2628 2593 2558 45 2513 2489 825 1664 804 777
is_linear=0
shrinkage=0.1


Tree=6882
num_leaves=31
num_cat=0
split_feature=448 1348 447 97 374 120 13 121 4 13 43 0 11 33 34 2 0 1 3 1 12 1429 2 157 0 1 151 4 2 12
split_gain=8.58345e-09 1.26339e-08 1.02651e-08 9.35459e-09 2.36027e-08 1.89004e-08 1.68743e-08 1.12696e-07 6.87613e-08 1.61984e-08 1.72123e-08 1.74701e-08 2.48666e-08 2.12678e-08 1.45916e-08 2.17018e-08 1.08804e-07 4.56277e-08 1.20222e-08 2.92937e-08 4.55103e-08 5.91552e-08 3.50982e-08 5.90199e-08 4.05223e-08 3.26176e-08 2.86695e-08 2.71623e-08 2.21238e-08 4.0281e-08
threshold=0.068920000000000023 0.091105000000000005 0.091515000000000013 -0.086464999999999986 0.08987500000000001 0.090440000000000006 0.24813000000000004 -0.085749999999999979 0.055260000000000011 0.19762500000000002 -0.50216499999999986 0.18019500000000002 -0.011194999999999998 -0.012019999999999998 -0.085739999999999983 -0.0050599999999999994 -0.086554999999999979 0.104035 -0.096099999999999977 0.10727500000000002 0.10061500000000002 -0.0079199999999999982 0.09678500000000001 0.0092650000000000024 -0.059114999999999994 0.11353000000000001 -0.085164999999999977 -0.51843499999999987 0.084415000000000004 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -8 10 -9 12 -12 -14 -15 16 -16 -18 19 20 21 -17 26 24 -24 -21 -23 -20 29 -28
right_child=-2 -3 -4 4 -6 -7 8 9 -10 -11 11 -13 13 14 15 18 17 -19 27 25 -22 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-1.998196023083912e-06 -2.06500434615009e-06 2.0555082452726008e-06 -1.9125992204343287e-06 7.5425944373819225e-06 2.8171508313334925e-06 -2.9912775820169676e-06 2.522346189794332e-07 2.5933237452591132e-06 -6.0500863676916991e-06 -2.5244605922125633e-06 3.3803238073398297e-06 -2.6779621056978917e-06 -3.0918358509717857e-06 -2.4250517886533393e-06 6.9038289860111925e-06 -4.4492835080572626e-06 -4.4776035067462504e-06 1.1479218625007218e-06 -3.502852735970879e-06 -4.7304114508506247e-06 5.4772287036203562e-06 -3.2857948238529392e-06 2.0524823677684862e-06 -1.033957957815801e-06 7.8635566599890194e-06 1.9547343271835596e-07 -7.0762649990931761e-07 -4.8916785577802401e-08 -1.8801237743069767e-07 5.0567836684354851e-06
leaf_weight=23 20 30 28 20 30 21 70 26 23 25 22 24 22 24 27 21 21 46 23 20 21 20 24 25 24 41 22 2264 87 27
leaf_count=23 20 30 28 20 30 21 70 26 23 25 22 24 22 24 27 21 21 46 23 20 21 20 24 25 24 41 22 2264 87 27
internal_value=0 1.3313e-08 -6.63681e-09 1.09008e-08 2.62019e-08 -1.80096e-09 1.93439e-08 6.2214e-08 -1.3064e-06 9.8304e-09 3.22102e-08 8.47085e-09 3.16547e-08 4.95277e-09 2.98447e-08 5.15615e-08 1.54445e-06 -6.15303e-07 -2.02054e-09 5.60305e-07 1.00596e-06 6.30374e-07 1.09619e-06 2.90597e-06 4.95802e-06 -1.41957e-06 2.4931e-07 -8.36525e-08 7.69179e-07 2.46868e-06
internal_weight=0 3101 3071 3043 3020 2990 2969 2876 93 2856 2831 2805 2781 2759 2737 2713 94 67 2619 332 271 250 229 73 48 61 156 2287 136 49
internal_count=3121 3101 3071 3043 3020 2990 2969 2876 93 2856 2831 2805 2781 2759 2737 2713 94 67 2619 332 271 250 229 73 48 61 156 2287 136 49
is_linear=0
shrinkage=0.1


Tree=6883
num_leaves=31
num_cat=0
split_feature=1348 448 160 151 15 480 0 0 2 11 11 155 16 1429 156 1428 1426 1429 3 4 1204 1203 42 15 132 1185 1186 52 1204 130
split_gain=8.80572e-09 2.32509e-08 1.50199e-08 9.48819e-09 8.54872e-09 2.86247e-08 2.01937e-08 6.75439e-08 1.9663e-08 1.15869e-08 1.25235e-08 1.27884e-08 1.76493e-08 2.52778e-08 7.40821e-08 1.46661e-08 2.05464e-08 3.62154e-08 1.22511e-08 3.30943e-08 1.5689e-08 1.91727e-08 3.89839e-08 2.6432e-08 1.44739e-08 2.78641e-07 2.5527e-07 2.05078e-08 1.86573e-08 1.34207e-08
threshold=0.095915000000000014 0.056825000000000007 0.55608500000000005 -0.5666199999999999 0.12044500000000001 0.11704500000000002 -0.11173999999999999 -0.076234999999999983 0.10188000000000001 0.10458500000000001 0.097680000000000017 0.14547000000000002 0.6352000000000001 -0.090064999999999992 0.09747500000000002 -0.020064999999999996 -0.068029999999999993 -1.0000000180025095e-35 -0.16726499999999997 -0.15289999999999995 -0.098194999999999991 0.090185000000000001 -0.067534999999999998 0.088235000000000022 -0.083284999999999984 -0.083264999999999992 1.0000000180025095e-35 0.10160000000000001 -1.0000000180025095e-35 -0.22699999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 -6 -8 -9 10 11 12 13 14 -5 -15 -17 -18 19 -19 -20 24 -23 -24 26 -26 27 -22 -27 -30
right_child=-2 -3 -4 4 6 -7 7 8 -10 -11 -12 -13 -14 15 -16 16 17 18 20 -21 21 22 23 -25 25 28 -28 -29 29 -31
leaf_value=2.1847458711476976e-06 -1.9935836069800479e-06 3.3302981440404744e-06 -2.1985245094554323e-06 -9.2670016016427326e-07 -1.6183102043551452e-06 -3.276400595361203e-06 5.9608425377746245e-06 -2.1405770520946785e-06 1.2205368761897262e-06 1.949876112140222e-06 -2.5192651401084731e-06 2.3403085863363863e-06 -2.1678077880431759e-06 -2.5016642022516561e-06 6.6114915295078066e-06 -2.8720473819703334e-06 3.3520182807222909e-06 3.4646494264557581e-06 -2.3860255933429692e-06 -4.3535219602249112e-07 -1.3264025139548944e-07 -1.8854096393283726e-06 9.5119948802846469e-07 6.0924061153855293e-06 -1.1907689058716642e-05 2.1749578205326298e-06 1.1410990670128741e-05 -3.4396808649200306e-06 -2.6679685610986326e-06 -6.5795253755920544e-08
leaf_weight=20 22 21 31 32 27 27 25 28 46 30 20 23 38 24 22 25 32 36 29 55 127 20 20 20 20 37 20 22 20 2202
leaf_count=20 22 21 31 32 27 27 25 28 46 30 20 23 38 24 22 25 32 36 29 55 127 20 20 20 20 37 20 22 20 2202
internal_value=0 1.41547e-08 -8.47006e-09 1.38114e-08 -5.32373e-10 -3.55556e-08 8.05835e-07 1.46697e-06 -5.1236e-08 -5.10922e-09 -2.57314e-08 -8.07184e-09 -2.73552e-08 2.08278e-09 2.14441e-06 -4.06215e-08 -1.86234e-08 8.19452e-09 -3.25217e-08 1.10751e-06 -7.34135e-08 -4.66728e-08 1.7194e-06 3.5218e-06 -8.99589e-08 -1.56174e-07 8.02968e-07 -6.20928e-07 -5.21324e-08 -8.92172e-08
internal_weight=0 3099 3078 3047 3027 2901 126 99 74 2874 2844 2824 2801 2763 54 2709 2685 2660 2628 91 2537 2508 60 40 2448 2279 169 149 2259 2222
internal_count=3121 3099 3078 3047 3027 2901 126 99 74 2874 2844 2824 2801 2763 54 2709 2685 2660 2628 91 2537 2508 60 40 2448 2279 169 149 2259 2222
is_linear=0
shrinkage=0.1


Tree=6884
num_leaves=31
num_cat=0
split_feature=448 447 132 1185 1186 15 132 132 2 2 403 132 1186 390 16 13 130 2 15 45 11 9 10 39 12 1 1 1 11 3
split_gain=9.20355e-09 1.17568e-08 9.33074e-09 6.13096e-08 2.0195e-08 1.71695e-08 8.40124e-09 1.13518e-08 3.72826e-08 2.70681e-08 1.28737e-08 1.25735e-08 7.98615e-09 1.05667e-08 2.81686e-08 9.21225e-09 9.65667e-08 3.86514e-08 2.25955e-08 1.14286e-08 8.15778e-08 2.5153e-08 2.87951e-08 4.88526e-08 1.11149e-08 1.05121e-08 8.10084e-08 5.46098e-08 2.50536e-08 3.41665e-08
threshold=0.068920000000000023 0.094005000000000019 -0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.086059999999999984 -0.41094499999999995 0.089725000000000013 0.10136500000000002 -0.088034999999999988 -0.1075 -0.091099999999999987 0.087590000000000015 -0.086699999999999985 0.24813000000000004 -0.23123999999999997 0.31765000000000004 -0.081924999999999984 0.094030000000000016 -0.011194999999999998 0.092235000000000011 0.0036750000000000007 0.087880000000000014 -0.14757499999999998 0.10672000000000002 0.10538500000000002 0.10723500000000001 0.093970000000000012 -0.15447499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 -1 10 -9 -12 -5 15 -15 16 -14 19 -17 20 -18 22 24 -24 -22 26 -26 -27 29 -29
right_child=-2 -3 3 12 -6 -7 -8 9 -10 -11 11 -13 13 14 -16 18 17 -19 -20 -21 21 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=-2.1695694698564694e-06 -2.1382950899351271e-06 1.9206422308570838e-06 5.4257633911176873e-06 -1.8139148911207789e-06 -3.5821015964237247e-06 -2.7736726492548773e-06 1.6154860986716812e-06 -2.2010832978480721e-06 3.623043612151378e-06 -3.9645977140749396e-06 2.3288971802954889e-06 -5.8091141671535631e-07 6.7813516330889327e-06 4.2854295807615019e-06 -1.0219802879873896e-06 -3.6298777483049585e-06 5.9611363232524253e-06 -4.2997145880820297e-06 9.4287855263554772e-09 -1.7620592978396922e-06 -1.9101608299457263e-06 -2.5746725349799699e-06 6.2121530254444218e-06 -3.6171523753672282e-07 -2.3110004920894618e-08 5.191961012137061e-06 -5.4389414454395339e-06 4.3922654413108829e-06 -3.1008653794825395e-06 1.4062507183217344e-07
leaf_weight=20 20 32 21 24 21 25 28 20 25 22 27 33 21 20 20 24 23 21 59 36 31 38 20 26 2027 23 28 20 22 344
leaf_count=20 20 32 21 24 21 25 28 20 25 22 27 33 21 20 20 24 23 21 59 36 31 38 20 26 2027 23 28 20 22 344
internal_value=0 1.37858e-08 -6.09666e-09 4.24753e-08 -6.32038e-07 -3.22281e-07 2.7918e-08 -2.74476e-07 1.04855e-06 -8.58163e-07 -3.89399e-09 7.28502e-07 2.48625e-09 1.80387e-08 1.63172e-06 -5.32262e-09 2.68113e-08 -2.6534e-08 -1.0429e-06 7.48293e-09 3.19655e-08 -2.0912e-08 1.72788e-08 2.49649e-06 -2.843e-08 -4.75566e-09 -9.69024e-08 4.58231e-07 1.76169e-07 3.74232e-07
internal_weight=0 3101 3069 2848 221 200 175 147 45 102 80 60 2827 2803 40 2763 2680 2659 83 2638 2602 2579 2541 46 2495 2464 2055 409 386 364
internal_count=3121 3101 3069 2848 221 200 175 147 45 102 80 60 2827 2803 40 2763 2680 2659 83 2638 2602 2579 2541 46 2495 2464 2055 409 386 364
is_linear=0
shrinkage=0.1


Tree=6885
num_leaves=31
num_cat=0
split_feature=130 10 2 40 40 43 40 105 33 40 150 16 40 40 2 0 376 42 0 12 1201 45 142 13 49 475 2 1371 4 4
split_gain=1.03084e-08 2.44819e-08 2.77216e-08 2.50264e-08 1.41035e-08 1.50161e-08 1.08421e-08 1.07699e-08 2.04417e-08 1.01763e-08 1.82482e-08 4.21828e-08 1.68519e-08 1.25132e-08 2.97856e-08 4.43384e-08 1.57631e-08 1.36393e-08 6.10187e-08 5.59391e-08 1.67848e-08 1.12622e-08 1.57596e-08 1.38832e-08 1.33237e-08 3.03121e-08 6.41798e-08 2.00846e-08 1.89516e-08 5.35348e-08
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 -0.086349999999999982 -0.10603999999999998 -0.084904999999999994 1.0000000180025095e-35 -0.0066799999999999993 -0.079414999999999986 0.086135000000000017 -0.018494999999999998 -0.076644999999999977 -0.050459999999999998 0.13404500000000005 -0.09515499999999999 0.092115000000000016 -0.16797499999999996 -0.069444999999999993 0.089410000000000003 -0.08261499999999998 0.094030000000000016 -1.0000000180025095e-35 -0.53104499999999988 0.10084500000000002 -0.085774999999999976 0.087625000000000022 0.086910000000000015 0.0049200000000000008 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -6 8 -8 10 11 -10 -11 14 15 -14 17 18 19 -15 -19 22 -22 -24 27 -26 -27 28 29 -25
right_child=1 3 -4 4 6 -7 7 -9 9 12 -12 -13 13 16 -16 -17 -18 20 -20 -21 21 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-2.2630000808021576e-06 -9.5604274888284539e-08 -3.458209478897819e-06 5.1064675449197238e-06 3.7939240206696927e-06 -2.2862234269875141e-06 2.5649343001532541e-07 2.9800279148532909e-06 -2.2103399487605203e-06 4.6366946018139294e-06 -2.9375030703704399e-06 -1.4810533717276746e-06 -5.4438595734988371e-07 2.8446121914187287e-06 -3.0576952104595312e-06 4.4448477031740671e-06 -3.5933049076675163e-06 -2.6082059775944802e-06 2.6328119228461828e-06 -6.0517930342030018e-06 4.1578814985272899e-06 2.7275338246519304e-06 -1.8883524305124412e-06 2.6015099808773815e-06 -7.4188138221207683e-08 -4.2861660435019902e-06 4.2742791702739156e-06 -1.0117791277230834e-06 2.9709004860231529e-06 5.521886769099499e-07 -4.1391094160045132e-06
leaf_weight=20 21 21 20 20 21 30 23 22 30 20 21 33 23 21 21 20 24 24 20 22 21 32 20 1779 22 26 197 23 491 33
leaf_count=20 21 21 20 20 21 30 23 22 30 20 21 33 23 21 21 20 24 24 20 22 21 32 20 1779 22 26 197 23 491 33
internal_value=0 1.45945e-08 2.44199e-06 -1.79295e-08 5.84344e-09 1.67147e-06 -2.20191e-08 -5.99878e-09 1.04627e-08 -1.29037e-08 1.07183e-06 1.9228e-06 -4.49988e-08 -2.44773e-08 1.35784e-06 -1.49768e-07 -5.65892e-08 -3.41656e-08 -1.48848e-06 6.33995e-07 1.75329e-10 -2.37215e-08 -8.77653e-10 -2.29914e-08 -4.34076e-08 -7.44836e-07 -3.95467e-07 3.04747e-08 1.1087e-09 -1.48218e-07
internal_weight=0 3101 41 3060 3039 50 2989 2968 2946 2923 84 63 2839 2819 64 43 2755 2731 63 43 2668 2644 2612 2591 2571 245 223 2326 2303 1812
internal_count=3121 3101 41 3060 3039 50 2989 2968 2946 2923 84 63 2839 2819 64 43 2755 2731 63 43 2668 2644 2612 2591 2571 245 223 2326 2303 1812
is_linear=0
shrinkage=0.1


Tree=6886
num_leaves=31
num_cat=0
split_feature=11 142 147 447 447 1348 150 150 2 0 12 132 50 393 131 12 47 2 0 15 47 47 3 47 484 1456 132 43 13 1427
split_gain=9.93187e-09 1.0684e-08 1.18849e-08 2.00605e-08 1.18467e-08 1.24627e-08 8.72143e-09 1.16031e-08 1.05911e-08 5.58778e-08 6.45886e-08 8.63689e-09 2.52481e-07 1.31883e-07 1.77905e-08 1.92376e-08 9.11407e-09 2.01563e-07 9.45543e-08 2.48507e-07 7.91629e-08 3.12318e-08 2.2321e-08 1.37318e-08 1.31067e-08 2.45577e-08 1.24463e-08 1.28147e-08 1.83949e-08 1.14627e-08
threshold=-0.072629999999999986 -0.057499999999999989 0.099230000000000013 0.09227500000000001 0.089635000000000006 0.086620000000000016 -0.15178999999999995 -0.097839999999999996 -0.080614999999999978 -0.080119999999999983 -0.010834999999999999 -0.083284999999999984 0.097510000000000013 0.12679500000000002 -0.076979999999999979 0.091930000000000012 0.094160000000000008 -0.033169999999999991 -0.10151999999999999 -0.11713499999999999 0.09717000000000002 0.091210000000000013 0.10299500000000002 0.088195000000000009 -0.078424999999999981 -0.052299999999999992 0.078465000000000021 -0.077944999999999987 -0.081029999999999977 0.086555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8 9 -9 -11 12 14 16 -10 -16 17 -13 19 22 -20 23 -18 29 -22 -26 27 -27 -29 -19
right_child=1 2 -4 -5 -6 -7 7 8 11 10 -12 13 -14 -15 15 -17 18 21 20 -21 24 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-2.1674020639953338e-06 -2.1811942960167391e-06 1.9755527734125045e-06 1.7879330122719983e-06 -2.5224299861292821e-06 2.34651882299824e-06 -2.2521380325694436e-06 -2.1245115666488344e-06 4.6191242806041077e-06 1.6786914652437837e-06 2.2625652633223583e-06 -4.5211923061287963e-06 -1.0040263216524183e-05 1.1307722216997719e-05 -8.1330004377377925e-06 -3.2810066426710216e-07 -2.9362605764126294e-06 -1.9260261489041021e-06 -1.3173205292227648e-09 -6.5380666865166865e-06 1.282144251360608e-05 -1.7168464115258077e-06 3.8809307473760176e-06 2.2980489500345028e-06 -2.0835317187565153e-06 3.7705606084159628e-06 -1.9248584079066763e-06 2.1969282356405442e-06 -2.0717390555091696e-06 1.627448298167132e-06 1.4110616741348523e-06
leaf_weight=21 22 23 38 31 22 24 25 30 31 32 25 20 20 20 120 37 29 2205 20 21 32 21 22 31 20 38 21 20 41 59
leaf_count=21 22 23 38 31 22 24 25 30 31 32 25 20 20 20 120 37 29 2205 20 21 32 21 22 31 20 38 21 20 41 59
internal_value=0 1.46841e-08 3.03791e-08 8.4097e-09 3.44835e-08 1.74548e-08 3.58382e-08 2.06636e-08 3.90613e-08 1.12582e-06 -7.12767e-07 5.62863e-09 6.25866e-07 -4.36116e-08 -5.10502e-07 -9.42763e-07 1.86145e-08 -4.43267e-08 5.75549e-07 3.66601e-06 -5.83374e-07 4.1994e-08 -1.03876e-07 6.86643e-09 1.09033e-07 5.26376e-07 -1.43211e-08 -4.83374e-07 4.146e-07 3.54894e-08
internal_weight=0 3100 3078 3040 3009 2987 2963 2940 2915 87 57 2828 208 2620 188 157 2600 2336 264 72 192 2316 51 2295 172 140 120 99 61 2264
internal_count=3121 3100 3078 3040 3009 2987 2963 2940 2915 87 57 2828 208 2620 188 157 2600 2336 264 72 192 2316 51 2295 172 140 120 99 61 2264
is_linear=0
shrinkage=0.1


Tree=6887
num_leaves=31
num_cat=0
split_feature=132 1185 50 393 1348 448 447 448 16 12 2 16 457 3 3 39 3 39 47 0 3 51 159 159 2 1429 50 151 1 16
split_gain=8.63934e-09 5.70158e-08 1.94642e-08 1.41593e-08 9.16674e-09 2.14772e-08 1.45505e-08 1.14796e-08 1.11588e-08 2.98621e-08 4.24513e-08 4.63432e-08 2.66256e-08 1.60059e-08 4.79123e-08 1.28244e-07 5.59722e-08 8.84732e-08 4.45952e-08 2.99522e-07 1.7444e-07 3.84858e-08 6.46708e-08 7.81093e-08 4.95548e-08 4.01141e-08 5.45512e-08 6.61725e-08 5.77217e-08 9.28135e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.09227500000000001 0.10483000000000002 0.095915000000000014 0.056825000000000007 0.09227500000000001 -0.087679999999999994 -0.5009849999999999 0.087005000000000013 0.093680000000000013 -0.51370499999999997 0.085360000000000005 -0.0037349999999999996 -0.0096849999999999974 0.085970000000000005 -0.013929999999999998 0.087735000000000021 0.092165000000000011 -0.10224499999999999 0.0022600000000000003 -0.14283999999999999 0.096890000000000018 0.10991500000000003 0.097220000000000015 0.052280000000000007 0.091320000000000012 -0.0096649999999999982 0.111945 -0.08947999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -3 9 12 -11 -12 -9 14 16 -16 -10 -18 20 -20 -15 24 25 -24 -22 26 27 -23 29 -29
right_child=1 4 -4 -5 -6 -7 -8 8 13 10 11 -13 -14 18 15 -17 17 -19 19 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=1.1013734999244345e-07 5.2377389822920256e-06 2.4089044563879728e-06 -2.9254511064796282e-06 -2.4426465515716703e-06 -2.0734873184361886e-06 3.2096946922268089e-06 -2.3549206100771979e-06 -9.5497123259685224e-07 -4.7172450194443783e-08 4.6479866129671299e-06 2.5828829711826987e-06 -4.2247041869813988e-06 -4.8936623068129853e-06 9.5103119443375252e-06 -9.0970520497129262e-06 8.9946876667934215e-07 7.4834195384028139e-06 -1.439914678655896e-06 -9.3481351607077409e-06 4.2252073565061833e-06 -2.1580592317604897e-07 -1.1277922526460317e-06 -7.9981728003986073e-06 -1.2238674404376497e-07 6.7393998462995073e-06 -3.2282311115688408e-06 -2.9043620972717897e-06 4.4766768334219321e-07 5.0343700668994032e-07 7.7806701796766398e-06
leaf_weight=166 21 20 31 25 21 21 26 121 2084 22 20 20 20 23 21 33 25 20 29 37 20 50 20 34 21 22 27 28 48 45
leaf_count=166 21 20 31 25 21 21 26 121 2084 22 20 20 20 23 21 33 25 20 29 37 20 50 20 34 21 22 27 28 48 45
internal_value=0 4.60447e-08 -6.01227e-07 -2.23997e-07 8.16232e-09 2.34632e-08 -1.3018e-10 2.16579e-08 4.54504e-09 -7.09387e-07 1.11967e-06 -8.20911e-07 -1.51365e-06 6.05667e-08 -4.64388e-08 -2.98807e-06 2.81728e-08 3.51749e-06 6.38767e-07 -1.73884e-06 1.10303e-06 4.89168e-07 6.1594e-08 -3.03934e-06 3.34662e-06 8.22733e-07 1.27284e-06 1.9324e-06 3.19694e-06 4.96801e-06
internal_weight=0 2899 222 191 2878 2857 2836 2810 2790 203 62 40 141 2587 2183 54 2129 45 404 66 338 315 274 54 41 220 198 171 121 73
internal_count=3121 2899 222 191 2878 2857 2836 2810 2790 203 62 40 141 2587 2183 54 2129 45 404 66 338 315 274 54 41 220 198 171 121 73
is_linear=0
shrinkage=0.1


Tree=6888
num_leaves=31
num_cat=0
split_feature=448 0 1429 156 11 3 156 44 132 1203 1185 50 52 2 1212 3 3 402 10 0 12 9 41 12 447 11 11 13 51 51
split_gain=9.39274e-09 1.46586e-08 8.77959e-09 2.90478e-08 1.02228e-08 4.34307e-08 1.87034e-08 9.94274e-09 9.12261e-09 2.47686e-07 1.20107e-07 5.34326e-08 1.25522e-08 1.03347e-08 9.5483e-09 1.90567e-08 1.2988e-08 1.41429e-08 8.901e-09 3.97224e-08 5.36976e-08 2.90164e-08 1.33452e-08 2.17599e-08 1.09646e-08 1.07296e-08 1.53902e-08 1.08188e-08 3.5963e-08 9.44354e-08
threshold=0.068920000000000023 -0.26343999999999995 -0.23752499999999996 0.32523500000000005 0.097680000000000017 -0.14847999999999997 0.14540500000000003 0.087770000000000015 -0.083284999999999984 0.089480000000000018 -0.087384999999999977 0.093975000000000017 0.090645000000000017 0.095040000000000013 0.055770000000000007 -0.068334999999999993 -0.084964999999999985 0.087195000000000009 0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.088235000000000022 0.086565000000000017 0.08486500000000001 0.093530000000000016 0.087575000000000014 0.084680000000000019 -0.17933499999999997 0.081440000000000026 0.096505000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 8 9 11 -10 12 14 -14 15 16 17 -4 21 -20 -21 22 24 -24 25 26 27 28 -12 -30
right_child=-2 2 3 -5 5 -7 -8 -9 10 -11 18 -13 13 -15 -16 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=2.110297918300079e-06 -2.160152171200025e-06 -1.9991169438071667e-06 1.591213628111226e-06 3.8042570179186445e-06 -4.6173604796026872e-06 1.3481268472157983e-06 3.0520077629603293e-06 1.7948737994781066e-06 -7.8054486948531118e-06 1.0908340594878177e-05 2.1697455087418989e-07 -5.4197457575355661e-06 3.1999638326851708e-06 -1.4806070112172166e-08 -1.9977219532544651e-06 2.1533333132595091e-06 -2.6346229565031257e-06 -1.8905272391833705e-06 4.509982189752602e-06 2.2149511895833946e-06 -4.2449082139290281e-06 -3.3195488575293658e-06 3.4773463003797846e-06 -4.3095339041711078e-07 -2.3338354237369329e-06 -2.0220251944583316e-06 2.7450621368529936e-06 8.2639056308284094e-09 -8.2780832212847602e-06 1.4397038512470317e-06
leaf_weight=33 20 22 28 20 23 26 20 30 20 21 85 20 20 20 30 30 26 20 23 31 22 27 28 29 21 27 20 2339 20 20
leaf_count=33 20 22 28 20 23 26 20 30 20 21 85 20 20 20 30 30 26 20 23 31 22 27 28 29 21 27 20 2339 20 20
internal_value=0 1.39357e-08 -8.61316e-09 5.76342e-09 -1.93423e-08 -1.452e-06 4.23857e-09 -1.63754e-08 -3.49396e-08 5.9207e-07 -8.46472e-08 -5.2464e-07 3.80157e-08 1.59258e-06 -4.26033e-07 2.73388e-08 -8.34551e-07 1.40488e-07 -2.72861e-08 1.03954e-06 -4.665e-07 -5.82795e-08 -2.42686e-08 1.48891e-06 -5.83331e-08 -3.93026e-08 -1.77513e-08 -4.01767e-08 -9.46598e-07 -3.41919e-06
internal_weight=0 3101 3068 3046 3026 49 2977 2957 2927 215 2712 194 174 40 134 104 74 48 2692 76 53 2616 2589 57 2532 2511 2484 2464 125 40
internal_count=3121 3101 3068 3046 3026 49 2977 2957 2927 215 2712 194 174 40 134 104 74 48 2692 76 53 2616 2589 57 2532 2511 2484 2464 125 40
is_linear=0
shrinkage=0.1


Tree=6889
num_leaves=31
num_cat=0
split_feature=471 471 475 16 2 475 50 4 50 45 11 33 47 47 47 393 480 481 2 0 481 1455 0 483 1456 1456 1456 1455 1447 1447
split_gain=8.937e-09 1.30653e-08 1.38969e-08 2.03823e-08 3.27489e-08 1.01741e-08 9.45015e-09 2.4713e-08 1.29478e-08 1.19045e-08 3.28976e-08 2.03509e-08 1.33306e-08 1.30119e-07 1.03561e-07 1.49102e-08 1.40849e-08 1.36457e-08 1.30415e-07 1.64077e-07 2.65704e-08 2.15639e-08 7.83867e-08 9.34815e-08 2.88666e-08 6.15104e-08 1.83658e-08 2.8205e-08 2.47694e-08 2.00687e-08
threshold=0.10693500000000002 0.094575000000000006 0.055635000000000011 0.51222500000000004 0.090425000000000019 0.0073350000000000004 0.13767000000000004 -0.020529999999999996 0.13159000000000001 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.096770000000000009 0.090100000000000013 0.12679500000000002 0.11471500000000003 -0.087424999999999989 0.090050000000000005 -0.086554999999999979 -0.085629999999999984 0.088115000000000013 -0.067624999999999977 0.040035000000000008 -0.091834999999999986 -0.23785999999999999 -0.079704999999999984 -0.070999999999999994 -0.083354999999999985 -0.086924999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 8 -8 9 10 -1 -12 14 -14 15 16 17 18 19 -13 -19 24 23 -23 25 -22 28 -28 -26 -29
right_child=-2 -3 3 -5 -6 -7 7 -9 -10 -11 11 12 13 -15 -16 -17 -18 20 -20 -21 21 22 -24 -25 26 -27 27 29 -30 -31
leaf_value=3.5436051405213224e-06 2.0559848481059905e-06 -2.3380876167304148e-06 2.5296152866108709e-06 3.913630604818702e-06 -2.6261473925098305e-06 -2.27663446707993e-06 1.2022598249521771e-06 -3.3358157655324506e-06 1.843259237800435e-06 -2.3869811348915739e-06 -2.7620715425453254e-06 1.7114410322197466e-06 8.035583555903776e-06 8.4745815597190409e-09 -5.5560547667375756e-06 2.3823503012793551e-06 2.3368619768007195e-06 2.9036817038779133e-06 4.9058645013625815e-06 -8.8491835618521193e-06 -2.3177874328285799e-07 -8.8799977738904493e-07 4.0746927425061584e-06 -8.8341312493867002e-06 3.7167114572054871e-07 6.5442902875171672e-06 3.6492323098562863e-06 -2.6931577687199543e-06 -4.4297588537099068e-06 1.7514324737047292e-09
leaf_weight=26 21 24 28 22 22 20 21 28 38 21 27 28 22 246 34 26 25 31 24 31 37 57 20 20 21 21 21 28 22 2109
leaf_count=26 21 24 28 22 22 20 21 28 38 21 27 28 22 246 34 26 25 31 24 31 37 57 20 20 21 21 21 28 22 2109
internal_value=0 -1.39288e-08 4.20511e-09 1.37714e-06 2.6108e-07 -2.87014e-08 -1.36348e-08 -1.39093e-06 9.35916e-09 -1.46961e-08 2.62583e-09 -2.96778e-08 -3.54443e-09 6.67416e-07 -7.39231e-08 1.28334e-11 -2.48131e-08 -4.87167e-08 -1.3092e-06 -3.83736e-06 -4.8876e-09 -4.31583e-08 -1.50314e-06 -2.95193e-06 1.95325e-08 2.22163e-06 -3.84963e-08 2.27953e-09 -2.08487e-06 -3.35586e-08
internal_weight=0 3100 3076 72 50 3004 2984 49 2935 2897 2876 2850 2823 268 2555 2521 2495 2470 83 59 2387 2356 97 77 2259 58 2201 2158 43 2137
internal_count=3121 3100 3076 72 50 3004 2984 49 2935 2897 2876 2850 2823 268 2555 2521 2495 2470 83 59 2387 2356 97 77 2259 58 2201 2158 43 2137
is_linear=0
shrinkage=0.1


Tree=6890
num_leaves=31
num_cat=0
split_feature=11 9 156 472 1429 471 47 47 47 1453 51 394 40 47 4 47 47 1419 12 1420 52 3 1446 480 1452 160 159 1455 1455 1456
split_gain=1.17176e-08 9.59913e-09 8.99124e-09 1.48586e-08 1.05656e-08 1.49082e-08 9.34858e-09 6.94095e-08 4.41975e-08 1.67163e-08 1.80269e-08 1.20958e-08 1.10834e-08 1.10848e-08 2.47412e-08 2.07232e-08 2.0443e-08 1.05959e-08 3.21966e-08 2.44842e-08 1.21506e-08 6.44003e-08 2.07082e-08 2.80308e-08 1.92119e-08 2.5052e-08 2.26354e-08 1.60779e-08 4.63498e-08 1.98402e-08
threshold=-0.072629999999999986 -0.092544999999999975 0.3248100000000001 -0.097514999999999977 0.12387000000000002 0.10277000000000001 0.092165000000000011 0.096475000000000019 0.090100000000000013 -1.0000000180025095e-35 -0.41904999999999998 0.264685 -0.049474999999999998 0.10843500000000002 -0.011884999999999998 0.10397500000000001 0.11328000000000001 0.086505000000000012 0.093965000000000007 -0.079539999999999986 0.51775000000000004 -0.07928499999999998 -0.088809999999999986 0.11471500000000003 -0.073879999999999987 -0.55323499999999981 -0.46986499999999992 -0.097209999999999977 -0.076939999999999995 -0.14739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -8 11 -9 -11 17 -12 14 -14 -16 -15 19 -19 -5 22 -22 -21 24 -24 -26 -27 -28 -29 -30
right_child=1 2 -4 4 -6 -7 7 9 -10 10 12 -13 13 16 15 -17 -18 18 -20 20 21 -23 23 -25 25 26 27 28 29 -31
leaf_value=-2.3542099229633183e-06 1.9675257317430805e-06 2.7316501217455883e-06 -1.9696970277347806e-06 -3.0852611364305354e-06 -2.1865047952732396e-06 2.4447731661894069e-06 -4.7205887972268109e-06 2.7848641070704619e-06 4.6236411911931575e-06 -3.0248073574598713e-06 1.8286583194064105e-06 2.2525620162620425e-06 -1.4836657835205968e-06 -3.3947329820875894e-06 2.6805169344504866e-07 4.1299701962316247e-06 -1.9439969635485146e-07 3.4218795775586844e-06 -1.4832187868863834e-06 -3.2376237436437806e-06 -1.9233017893169643e-06 5.049593953178654e-06 2.9679611716779792e-06 3.0838229036064529e-06 -3.4289166302931499e-06 -3.2317591407992164e-06 -2.3494318348827527e-06 4.3024457372666797e-06 -3.0152737984032933e-06 2.1322274969575658e-09
leaf_weight=21 25 20 23 26 22 25 35 20 21 21 30 24 35 25 33 24 99 32 23 20 27 26 21 29 22 22 29 25 22 2294
leaf_count=21 25 20 23 26 22 25 35 20 21 21 30 24 35 25 33 24 99 32 23 20 27 26 21 29 22 22 29 25 22 2294
internal_value=0 1.59399e-08 7.33866e-11 1.49177e-08 -3.00274e-09 1.29564e-08 -7.41056e-09 -5.16341e-07 5.41274e-08 -3.62763e-09 -2.12503e-07 1.78065e-08 2.75713e-08 -2.2258e-07 6.09094e-07 1.89412e-06 -8.39628e-07 -2.68019e-09 1.37066e-06 -3.21509e-08 -8.61676e-10 1.49736e-06 -3.28286e-08 -6.8157e-09 -4.36241e-08 -6.98227e-08 -3.8928e-08 -9.2899e-09 1.96995e-08 -2.65305e-08
internal_weight=0 3100 3075 3052 3032 3010 2985 322 2663 287 267 2642 246 216 92 57 124 2618 55 2563 2537 53 2484 2464 2435 2414 2392 2370 2341 2316
internal_count=3121 3100 3075 3052 3032 3010 2985 322 2663 287 267 2642 246 216 92 57 124 2618 55 2563 2537 53 2484 2464 2435 2414 2392 2370 2341 2316
is_linear=0
shrinkage=0.1


Tree=6891
num_leaves=31
num_cat=0
split_feature=11 132 1185 1203 130 2 12 10 39 9 9 2 4 40 124 151 0 44 158 16 16 16 4 42 13 2 1447 2 2 43
split_gain=9.49131e-09 9.52868e-09 5.7026e-08 2.63271e-08 8.74288e-09 2.14162e-08 9.82215e-09 1.09215e-08 3.38495e-08 6.4593e-08 1.96049e-08 1.10578e-08 1.46658e-07 1.6531e-07 1.17372e-08 2.53598e-08 2.6227e-08 1.22598e-08 3.39701e-08 1.32458e-08 3.69543e-08 3.98924e-08 4.66702e-08 3.82736e-08 3.58843e-08 3.05265e-08 1.05818e-07 7.19322e-08 5.7241e-08 1.51337e-07
threshold=-0.072629999999999986 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23647499999999996 0.31765000000000004 -0.14757499999999998 0.0036750000000000007 0.089790000000000023 0.092235000000000011 0.088235000000000022 -0.0050599999999999994 0.053180000000000012 -0.081239999999999993 -0.082254999999999981 -0.088329999999999978 -0.14832499999999996 0.099360000000000018 -0.47356499999999996 0.033715000000000009 -1.0000000180025095e-35 0.0028900000000000006 -0.012509999999999999 0.084435000000000024 -0.42195999999999995 0.091055000000000011 0.040965000000000008 0.090425000000000019 0.093175000000000022 -0.077319999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -4 6 -6 10 9 -9 11 12 13 -8 15 -13 -17 18 -16 20 24 -22 23 -23 -20 26 27 -26 29 -27
right_child=1 2 4 -5 5 -7 7 8 -10 -11 -12 14 -14 -15 17 16 -18 -19 19 -21 21 22 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-2.1187889539457199e-06 -2.0318540058983488e-07 5.2550689577488125e-06 -2.0585858612776065e-06 -3.4833712155497259e-06 -1.3331794936572618e-06 3.1474849678984768e-06 -7.4638436065773324e-07 6.1361713470922463e-06 -1.8488755801093288e-06 -1.4229280532163104e-06 -2.5766993671979814e-06 -2.1889782578909947e-06 -5.8662385083607668e-06 1.1248634950788983e-05 3.6507113327388656e-06 4.8394744237070668e-06 7.8934817827133374e-07 -2.1996343362546284e-06 -3.650145147191695e-06 -4.5477219806843859e-07 5.4588949467415659e-06 2.123152686787459e-07 -2.1826815707726157e-06 5.5101751786423844e-06 1.8551683558226216e-08 -3.9001174627628643e-06 -6.7170532456657392e-06 -4.468556173802623e-06 1.8344958203649077e-07 5.3543170046491e-06
leaf_weight=21 194 21 20 28 53 22 27 26 23 20 29 20 20 20 25 21 67 26 27 617 24 30 32 25 1038 24 25 37 492 67
leaf_count=21 194 21 20 28 53 22 27 26 23 20 29 20 20 20 25 21 67 26 27 617 24 30 32 25 1038 24 25 37 492 67
internal_value=0 1.4352e-08 6.3045e-08 -6.16903e-07 2.48817e-08 3.95695e-08 1.52803e-08 4.11559e-08 1.28345e-06 2.84961e-06 9.32595e-09 3.74771e-08 1.3059e-06 4.35788e-06 4.75299e-09 1.02533e-06 1.75586e-06 -3.95308e-08 -1.67283e-08 -5.43353e-08 8.13426e-08 1.84947e-06 8.5377e-07 2.62043e-06 -3.34307e-08 2.45914e-08 -2.8546e-07 -1.35888e-07 6.09595e-07 2.91359e-06
internal_weight=0 3100 2878 222 2857 2837 2815 2762 69 46 2693 2664 67 47 2597 108 88 2489 2463 2438 1821 111 87 55 1710 1683 1100 1075 583 91
internal_count=3121 3100 2878 222 2857 2837 2815 2762 69 46 2693 2664 67 47 2597 108 88 2489 2463 2438 1821 111 87 55 1710 1683 1100 1075 583 91
is_linear=0
shrinkage=0.1


Tree=6892
num_leaves=31
num_cat=0
split_feature=1208 1208 403 403 402 1210 393 403 1447 159 159 0 1447 160 2 1443 133 480 480 133 1374 133 1375 133 1447 1366 1446 12 12 13
split_gain=8.45847e-09 9.48008e-09 1.38082e-08 1.445e-08 1.56179e-08 1.57723e-08 8.97498e-09 5.82271e-08 9.31056e-09 5.44506e-08 5.42026e-08 2.88081e-08 2.43949e-08 9.40341e-09 2.63309e-08 9.8639e-09 8.9842e-09 9.18572e-08 8.99501e-08 5.52123e-08 9.00817e-08 5.67666e-08 8.99242e-08 5.13961e-08 3.91314e-08 3.01982e-08 2.59659e-08 2.51253e-08 9.63994e-08 6.58089e-08
threshold=0.12461500000000002 0.10837500000000001 -0.55276999999999987 -0.53960999999999981 0.23460000000000003 -0.094799999999999982 0.10856500000000001 -0.074254999999999988 -0.086279999999999982 -0.025879999999999997 -0.092414999999999983 -0.091794999999999988 -0.085644999999999985 -0.54913999999999985 0.092120000000000021 0.087645000000000015 0.085355000000000014 0.11240000000000001 0.10272000000000002 0.085895000000000013 0.087855000000000016 0.086365000000000011 -0.092319999999999985 0.084990000000000024 1.0000000180025095e-35 -1.0000000180025095e-35 0.057835000000000004 0.097325000000000009 0.096210000000000004 -0.06977499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 8 -8 9 10 11 -7 -10 14 -14 16 17 23 19 -18 21 -21 -23 24 -15 -24 27 28 -27 -29
right_child=-2 -3 3 4 -6 6 7 -9 12 -11 -12 -13 13 15 -16 -17 18 -19 -20 20 -22 22 25 -25 -26 26 -28 29 -30 -31
leaf_value=-1.9220720186719543e-06 -2.0499106244642465e-06 2.035893533542074e-06 2.1694377510944071e-06 2.4269976870948961e-06 -2.3949206799308607e-06 -9.2105908503402709e-07 4.3265045665715921e-06 -2.6393083078887904e-06 -3.453239602755448e-06 4.969781990666888e-06 -3.722479570266539e-06 4.0405783047390286e-06 3.6513414391000276e-06 -7.7654869766228007e-08 -1.2615623211331696e-06 -1.7233928292625934e-06 4.0595061970331395e-06 -6.5731786021801369e-06 6.2816495036107275e-06 -5.1823610192514026e-06 -6.7408665347556966e-06 6.6645032748489211e-06 3.7454316782259415e-06 -4.9945420170973068e-06 3.5628678991391403e-06 5.9108332876823164e-08 -3.4843505096143255e-06 6.3706682350952877e-06 -5.624710316354254e-06 2.5714987322141808e-07
leaf_weight=37 20 23 31 27 27 22 28 21 21 25 30 25 24 1867 20 35 33 22 24 20 20 21 21 21 30 442 22 21 32 109
leaf_count=37 20 23 31 27 27 22 28 21 21 25 30 25 24 1867 20 35 33 22 24 20 20 21 21 21 30 442 22 21 32 109
internal_value=0 1.32212e-08 -1.89298e-09 2.14699e-08 -6.51997e-10 2.10192e-08 -9.56897e-10 1.34116e-06 -2.35794e-08 9.14915e-07 -4.016e-07 1.71811e-06 -5.77064e-08 -3.20936e-08 1.4182e-06 -5.5383e-08 -3.38006e-08 -1.48243e-07 2.56419e-07 6.12694e-08 -1.25089e-07 6.723e-08 2.24403e-07 -7.45469e-08 -2.0082e-08 1.53738e-08 -1.09756e-07 1.31598e-08 -3.24609e-07 1.24472e-06
internal_weight=0 3101 3078 3041 3010 2983 2956 49 2907 102 77 47 2805 2784 44 2740 2705 1940 765 741 708 688 668 1918 1897 647 626 604 474 130
internal_count=3121 3101 3078 3041 3010 2983 2956 49 2907 102 77 47 2805 2784 44 2740 2705 1940 765 741 708 688 668 1918 1897 647 626 604 474 130
is_linear=0
shrinkage=0.1


Tree=6893
num_leaves=31
num_cat=0
split_feature=129 391 130 129 1182 1429 156 475 471 2 132 0 130 1446 0 403 133 52 3 480 403 12 480 403 483 1453 482 0 0 47
split_gain=8.44328e-09 8.38575e-09 2.88031e-08 1.24931e-08 1.8093e-08 8.84906e-09 2.60676e-08 9.37694e-09 8.90052e-09 9.51121e-09 7.21341e-08 2.85079e-07 1.9187e-07 6.98658e-08 7.79462e-08 5.5696e-08 6.89167e-08 4.74012e-08 1.05706e-07 4.3779e-08 3.98611e-08 3.78726e-08 3.38859e-08 3.16923e-08 2.98544e-08 6.05855e-08 4.42757e-08 2.97017e-08 4.95182e-08 3.258e-07
threshold=0.12076500000000001 -0.086319999999999994 0.13302000000000003 -0.075474999999999987 0.084455000000000016 -0.23752499999999996 0.32523500000000005 0.12927000000000002 0.10277000000000001 0.083715000000000026 -0.083284999999999984 -0.082394999999999982 0.006490000000000001 0.083830000000000002 -0.086409999999999987 -0.54856499999999986 0.40304500000000004 0.4099850000000001 -0.070649999999999977 0.11191000000000002 -0.5335399999999999 0.094375000000000014 0.10077000000000001 -0.5425549999999999 0.10045000000000003 -0.085794999999999982 0.098465000000000011 -0.14920999999999998 -0.10224499999999999 0.092710000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 9 10 11 -7 13 17 -15 16 -11 23 21 20 -17 -19 24 -12 25 -22 -26 -25 29 -29
right_child=-2 2 -4 4 -6 6 -8 -9 -10 15 12 -13 -14 14 -16 19 -18 18 -20 -21 22 -23 -24 27 26 -27 -28 28 -30 -31
leaf_value=-1.6786573770990927e-06 -1.9521363232012267e-06 2.0350334390665618e-06 3.7206285339509906e-06 -2.0403459898045098e-06 -2.8730626158722899e-06 -3.3220504433203409e-06 3.6177310219187575e-06 -2.162647303975973e-06 1.9694609903808668e-06 -7.9646394488008814e-06 -3.3173200856881722e-06 1.3002381977003096e-05 -9.6045295617841485e-06 8.7668615208258419e-06 7.0738563863415037e-07 4.0332807222274946e-06 3.3696952982609219e-07 -2.4795195267870444e-06 -8.5579127153323506e-06 3.5123141809462519e-06 -5.6597896946186666e-06 3.2810017663515672e-06 -3.8885557207398357e-06 4.0715225199247389e-06 4.4444054401537869e-06 -1.2675369774726881e-07 -4.548762840036384e-07 3.3108452486418616e-06 6.3424869065214011e-07 -1.2056167431431029e-05
leaf_weight=29 22 30 21 21 22 23 20 20 23 20 23 20 20 20 30 23 20 25 20 34 20 21 24 22 35 1883 39 37 532 22
leaf_count=29 22 30 21 21 22 23 20 20 23 20 23 20 20 20 30 23 20 25 20 34 20 21 24 22 35 1883 39 37 532 22
internal_value=0 1.38492e-08 2.98371e-08 4.41671e-09 -1.57617e-08 5.21286e-09 1.96472e-08 -4.69703e-09 1.00029e-08 -5.46827e-09 2.84447e-07 4.27071e-06 6.24145e-08 3.19514e-07 3.93118e-06 -1.1809e-07 -3.81383e-06 6.22733e-08 -2.48856e-06 -4.62586e-08 -1.06037e-07 1.50284e-07 -1.53615e-07 3.26983e-07 -1.08275e-07 -1.84904e-07 1.86235e-06 4.63718e-07 3.29418e-07 -2.41923e-06
internal_weight=0 3099 3070 3049 3019 2997 2976 2956 2936 2913 815 43 772 752 50 2098 40 702 66 2058 2024 46 2001 636 1977 1903 74 613 591 59
internal_count=3121 3099 3070 3049 3019 2997 2976 2956 2936 2913 815 43 772 752 50 2098 40 702 66 2058 2024 46 2001 636 1977 1903 74 613 591 59
is_linear=0
shrinkage=0.1


Tree=6894
num_leaves=31
num_cat=0
split_feature=132 1185 1203 472 1429 1429 1429 49 475 1429 475 1429 474 157 483 4 157 157 157 1371 456 1456 4 1456 13 1456 0 1456 483 1
split_gain=1.01561e-08 4.62739e-08 2.32855e-08 9.81026e-09 2.32242e-08 1.23787e-08 1.47037e-08 2.62274e-08 6.82348e-08 1.3641e-08 1.23706e-08 1.72255e-08 1.53061e-08 1.29423e-08 5.46748e-08 1.06668e-07 3.91578e-08 4.15461e-08 2.65764e-08 1.43384e-08 1.61623e-08 1.161e-08 4.8879e-08 9.81178e-08 3.05976e-08 1.76961e-08 6.25345e-08 5.09798e-08 2.12226e-08 5.47522e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.054654999999999988 0.086395000000000013 -0.011519999999999997 -0.0091699999999999993 0.051590000000000004 0.12387000000000002 -0.13289499999999999 -0.087424999999999989 0.087520000000000014 -0.0094449999999999968 -0.086394999999999986 -0.085474999999999982 -0.083699999999999983 0.08976000000000002 -0.037984999999999991 -0.091834999999999986 -0.081609999999999988 -0.16480999999999998 -0.083894999999999983 -0.079704999999999984 -0.084044999999999995 -0.075669999999999987 0.10143000000000001 0.16540500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 7 8 -7 -8 11 12 -11 14 15 -14 -15 -18 -19 20 -20 22 -22 24 -24 26 -23 -27 29 -29
right_child=1 3 -4 4 5 6 9 -9 -10 10 -12 -13 13 16 -16 -17 17 18 19 -21 21 25 23 -25 -26 27 -28 28 -30 -31
leaf_value=-2.6278949719981779e-07 4.7270546582738115e-06 -1.9975438246907135e-06 -3.3476753933265559e-06 3.3459972655691676e-06 -2.3023258286823126e-06 -7.745251719904406e-07 -2.5467558953908211e-06 -1.3713096298791548e-06 7.2120084814741855e-06 2.5770655124391774e-06 1.7799226498027566e-06 -2.8667586112381591e-06 4.9177307406161598e-07 3.9666493539698426e-06 2.3411078632307184e-06 -7.9187819756043604e-06 -4.1513755358361474e-06 3.6598708129531589e-06 2.2925600248871917e-06 -2.4324856279160183e-06 -2.483034001800531e-06 1.1066360760499569e-06 2.7217186441149631e-06 8.1867846347449816e-06 -2.241720850996124e-06 5.022668432275168e-06 -5.1330983390879085e-06 -3.8729434797119799e-08 -1.6691026477480057e-06 5.2178473265485091e-06
leaf_weight=194 21 24 28 21 23 23 21 21 20 23 39 21 38 25 30 25 24 20 31 24 28 36 23 21 27 20 29 2143 78 20
leaf_count=194 21 24 28 21 23 23 21 21 20 23 39 21 38 25 30 25 24 20 31 24 28 36 23 21 27 20 29 2143 78 20
internal_value=0 4.992e-08 -6.51874e-07 1.57922e-08 3.27228e-08 8.16271e-09 2.70742e-08 1.52545e-06 2.94014e-06 -7.84783e-09 1.17181e-08 -1.39558e-08 8.52408e-09 -1.38364e-08 -1.17257e-06 -2.84575e-06 2.84398e-08 -1.05678e-08 2.9184e-08 -9.57768e-11 2.36735e-08 -5.33082e-09 1.05526e-06 2.45064e-06 4.14613e-08 -5.0472e-08 -1.67725e-06 -3.70494e-09 -4.85632e-08 9.87507e-09
internal_weight=0 2899 222 2878 2854 2833 2810 64 43 2746 2725 2686 2665 2642 93 63 2549 2524 2500 2480 2456 2425 99 71 50 2326 65 2261 2241 2163
internal_count=3121 2899 222 2878 2854 2833 2810 64 43 2746 2725 2686 2665 2642 93 63 2549 2524 2500 2480 2456 2425 99 71 50 2326 65 2261 2241 2163
is_linear=0
shrinkage=0.1


Tree=6895
num_leaves=31
num_cat=0
split_feature=12 130 11 1 45 1429 156 474 1429 153 97 9 1 1 9 34 10 43 15 147 147 15 2 2 16 15 402 15 13 2
split_gain=8.47243e-09 1.65906e-08 8.40811e-09 1.10618e-08 1.30521e-08 2.50709e-08 2.3349e-08 1.08461e-08 1.05182e-08 1.92176e-08 9.82143e-09 2.5544e-08 1.15503e-08 4.94499e-08 3.09725e-08 1.81808e-08 3.54437e-08 2.93861e-08 1.51134e-08 1.23789e-08 2.64402e-08 1.27656e-08 9.70657e-08 7.44039e-08 2.05419e-07 2.57868e-08 3.73419e-08 2.29989e-08 2.98659e-08 2.52311e-08
threshold=0.23631000000000002 -0.22461999999999996 -0.072629999999999986 0.15799000000000005 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.11568500000000002 0.11475 0.082840000000000011 -0.086464999999999986 -0.087589999999999987 0.13686500000000004 0.13842500000000005 0.092890000000000014 -0.057544999999999992 1.0000000180025095e-35 -0.081154999999999991 -0.13843999999999998 0.097985000000000017 0.092070000000000013 -0.10203999999999998 -1.0000000180025095e-35 0.082275000000000015 -0.056919999999999991 -0.11033999999999998 0.087880000000000014 -0.13843999999999998 -0.090639999999999984 0.13404500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 9 10 -7 -12 14 -14 15 17 19 -13 -15 20 21 23 -23 24 -17 26 27 28 -25 -30
right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 11 12 13 18 -16 16 -18 -19 -20 -21 -22 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=2.482210331743739e-06 -1.9122039079972995e-06 -2.0016155330960742e-06 -3.5287285032836734e-06 -1.9375213963124634e-06 1.7546754375067646e-06 -2.1870069906526627e-06 3.428994390901608e-06 -1.9581594652809794e-06 1.7945906303352925e-06 -3.0149692704418116e-06 3.5115334818718637e-06 -5.8013442981064147e-07 -5.4917935506182411e-06 1.0377944644426193e-06 3.2999191136758753e-06 -1.6793269153367876e-06 -4.014793343400734e-06 4.8407591702925866e-06 -1.9449759956842174e-06 -2.0755798621913918e-06 3.0946779954125047e-06 -7.0168157708394576e-06 -1.8853146101931806e-08 2.7580588349534282e-06 1.1917633253375472e-05 -2.8901195313275302e-06 -3.2968198288822003e-06 2.6762533910554571e-06 -1.0225188058939239e-06 2.2514469727521545e-06
leaf_weight=27 23 21 20 29 43 20 20 28 33 21 21 20 20 53 29 25 22 20 25 28 28 20 2213 37 20 28 26 47 125 29
leaf_count=27 23 21 20 29 43 20 20 28 33 21 21 20 20 53 29 25 22 20 25 28 28 20 2213 37 20 28 26 47 125 29
internal_value=0 1.41952e-08 -7.50341e-09 6.22654e-09 2.48855e-08 -9.13261e-11 2.37669e-08 5.86356e-10 1.94334e-08 -9.28159e-10 2.12339e-08 3.68068e-08 1.08853e-08 -1.05569e-06 4.93556e-08 1.42863e-08 -1.76779e-08 2.13031e-06 8.17783e-08 1.5809e-08 3.8349e-08 5.05047e-09 -8.15308e-08 5.78748e-07 4.36377e-06 -4.55981e-09 3.01484e-07 6.94576e-07 2.06939e-07 -4.05993e-07
internal_weight=0 3098 3071 3050 3021 2978 2958 2938 2910 2877 2856 2836 2815 98 2717 2688 2648 40 78 2626 2598 2570 2233 337 45 292 264 238 191 154
internal_count=3121 3098 3071 3050 3021 2978 2958 2938 2910 2877 2856 2836 2815 98 2717 2688 2648 40 78 2626 2598 2570 2233 337 45 292 264 238 191 154
is_linear=0
shrinkage=0.1


Tree=6896
num_leaves=31
num_cat=0
split_feature=156 474 128 42 50 128 1213 401 42 42 133 12 133 128 128 128 128 132 13 4 133 402 1208 133 1209 403 133 0 403 133
split_gain=1.01693e-08 1.60124e-08 8.28536e-09 1.53659e-08 4.18045e-08 1.28904e-08 2.69103e-08 1.45516e-08 6.27075e-08 3.97011e-08 2.57599e-08 5.26442e-08 1.9748e-08 1.39888e-08 1.61289e-08 2.3288e-08 1.46602e-08 2.29754e-08 6.35821e-08 1.65153e-08 1.55349e-08 1.60818e-08 1.59251e-08 2.48034e-08 2.34443e-08 1.42383e-07 2.61086e-08 8.68878e-08 3.30119e-08 2.92887e-08
threshold=0.3248100000000001 0.11986500000000001 0.10979500000000002 -0.09693499999999998 0.09227500000000001 0.10318000000000001 -1.0000000180025095e-35 -0.078179999999999986 0.10306000000000001 0.11839500000000001 0.51114000000000004 0.093765000000000015 0.41892500000000005 0.099125000000000005 0.09445000000000002 0.089290000000000022 0.085955000000000018 0.11297500000000001 -0.011289999999999998 -0.064804999999999988 0.41171500000000005 -0.10770499999999998 0.10233500000000001 0.26753000000000005 -0.084629999999999997 -0.0047449999999999992 0.11830000000000002 -0.084804999999999978 -0.019354999999999994 0.11269500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 7 -7 8 -1 -10 12 -12 13 14 15 16 17 20 -19 -20 21 -9 23 24 25 -23 29 -28 -29 -26
right_child=-2 -3 3 4 -6 6 -8 10 9 -11 11 -13 -14 -15 -16 -17 -18 18 19 -21 -22 22 -24 -25 26 -27 27 28 -30 -31
leaf_value=5.7290839342148629e-06 -2.0949443731534184e-06 2.7675182168639458e-06 -3.197082979449592e-06 2.8548297284676969e-06 -3.1801191674028154e-06 -9.4209135795608753e-07 4.0734118754145411e-06 2.2706499485991571e-06 -2.6827574777488544e-06 2.801453907026867e-06 1.2150090168461248e-06 -5.8738033162212977e-06 3.0518100294059317e-06 -2.597478474594287e-06 2.6901275088097137e-06 -3.2688394828607098e-06 2.5117691650492542e-06 -6.2479529746765778e-06 2.3746915346800098e-06 -1.6405432324972938e-06 -2.688155995028432e-06 7.4025637095473938e-06 2.7579630059768709e-06 -2.8656685791853914e-06 8.5801279762720503e-09 -3.6279563532430487e-06 -7.4988148764987282e-06 3.3128867384913888e-06 -1.6760917491056819e-06 3.5939889533378648e-06
leaf_weight=23 23 21 23 24 22 20 23 32 33 22 20 22 21 21 22 22 23 22 21 20 21 25 21 30 2422 22 20 21 36 23
leaf_count=23 23 21 23 24 22 20 23 32 33 22 20 22 21 21 22 22 23 22 21 20 21 25 21 30 2422 22 20 21 36 23
internal_value=0 1.55641e-08 -3.21751e-09 -1.08666e-06 -3.14502e-08 2.16354e-08 1.74062e-06 -3.2942e-09 1.34449e-06 -4.89073e-07 -3.97081e-08 -2.49818e-06 -3.41432e-09 -2.61338e-08 -6.86932e-09 -2.82048e-08 -2.36428e-09 -2.34992e-08 -1.91107e-06 4.1604e-07 2.0989e-08 4.24415e-08 1.52267e-08 -6.93465e-09 2.64488e-08 2.23934e-06 -1.47907e-08 -1.82786e-06 1.61953e-07 4.23079e-08
internal_weight=0 3098 3077 69 46 3008 43 2965 78 55 2887 42 2845 2824 2803 2781 2759 2736 63 41 2673 2652 2620 2599 2569 47 2522 77 57 2445
internal_count=3121 3098 3077 69 46 3008 43 2965 78 55 2887 42 2845 2824 2803 2781 2759 2736 63 41 2673 2652 2620 2599 2569 47 2522 77 57 2445
is_linear=0
shrinkage=0.1


Tree=6897
num_leaves=31
num_cat=0
split_feature=472 1429 1425 1429 1429 0 1429 475 156 156 151 1371 1375 484 159 150 147 457 475 1 16 156 447 376 40 39 39 39 1 40
split_gain=8.39393e-09 1.88696e-08 9.71504e-09 1.62576e-08 3.64585e-08 2.7058e-08 1.65973e-08 1.1591e-08 9.59287e-09 6.58395e-08 3.27606e-08 3.09311e-08 5.44307e-08 2.95209e-08 6.68665e-08 2.08785e-08 2.82695e-08 2.32144e-08 2.07429e-08 4.21408e-08 2.16809e-08 4.11593e-08 1.80387e-08 1.52352e-08 2.25532e-08 2.39233e-08 1.69362e-08 5.355e-08 3.11937e-08 3.38045e-08
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.060529999999999994 -0.081234999999999988 -0.08841499999999998 -0.0079199999999999982 0.051590000000000004 0.087045000000000011 0.087610000000000007 -0.14575499999999997 0.084775000000000017 -0.15308499999999997 0.086925000000000016 0.090485000000000024 0.12706500000000001 0.097985000000000017 0.10259500000000001 -0.082824999999999982 0.08776500000000001 -0.008069999999999999 0.095075000000000007 0.09227500000000001 0.086445000000000008 -0.049474999999999998 0.094095000000000026 0.089790000000000023 0.087470000000000006 0.13559000000000002 -0.097089999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -5 8 11 -10 -11 12 -8 18 -15 16 17 22 19 -12 -20 -22 23 26 25 -25 27 -14 -28 -30
right_child=1 2 -4 6 -6 -7 7 -9 9 10 13 -13 15 14 -16 -17 -18 -19 20 -21 21 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=-1.8629534815535938e-06 2.8680652776937105e-06 2.8501928670721104e-06 -2.0544369936428468e-06 -2.8297525399726249e-06 4.676723862454916e-06 -1.8385801652698321e-06 3.8175775376645869e-06 1.7267624481351768e-06 -5.2843531875623743e-06 3.4294446171164362e-06 -1.2703940330993648e-06 -3.4057937717499533e-06 -1.6889198841679342e-08 -7.0771315290585341e-06 2.506114926194586e-07 3.0046625330170251e-06 -3.0232152864168566e-06 3.3260285558104186e-06 1.7030961719848908e-06 5.0059480442947141e-06 -5.2861605422549481e-06 -1.0775250334552656e-07 -2.9312404562699073e-06 7.2001237276708709e-07 -1.1245246732662714e-06 5.3601642314049515e-06 -1.6707051169641236e-07 4.3079146063840605e-06 -4.6874676570496374e-07 -6.213275578862263e-06
leaf_weight=24 23 20 23 21 24 32 38 38 27 24 20 26 2246 20 33 23 31 21 33 23 20 66 21 25 22 20 107 29 20 21
leaf_count=24 23 20 23 21 24 32 38 38 27 24 20 26 2246 20 33 23 31 21 33 23 20 66 21 25 22 20 107 29 20 21
internal_value=0 1.44316e-08 -6.91956e-09 8.51568e-09 1.45277e-06 -3.52059e-08 -2.83796e-08 -8.46464e-09 -3.10773e-08 -6.03561e-07 -7.4768e-08 2.6387e-08 6.03949e-08 -4.65936e-07 -2.51457e-06 5.18495e-09 -2.17319e-08 1.50161e-08 2.04298e-07 2.08672e-06 -4.75905e-07 -1.31203e-06 -1.26746e-08 1.19398e-08 1.49946e-06 2.7823e-06 -2.91927e-08 3.82402e-08 -1.06575e-06 -3.41107e-06
internal_weight=0 3097 3074 3051 76 52 2975 2954 2916 266 239 2650 2624 215 53 2586 2563 2532 162 43 119 86 2511 2490 67 45 2423 2275 148 41
internal_count=3121 3097 3074 3051 76 52 2975 2954 2916 266 239 2650 2624 215 53 2586 2563 2532 162 43 119 86 2511 2490 67 45 2423 2275 148 41
is_linear=0
shrinkage=0.1


Tree=6898
num_leaves=31
num_cat=0
split_feature=1373 150 1374 150 1348 142 132 1185 1203 447 1 16 16 12 43 12 130 133 133 160 484 1453 159 484 2 12 3 0 39 9
split_gain=8.60704e-09 2.586e-08 3.23893e-08 1.50078e-08 3.13879e-08 1.10341e-08 9.55842e-09 3.73861e-08 2.17437e-08 9.47605e-09 2.69253e-08 9.58219e-09 3.6192e-08 6.02534e-08 7.27588e-08 4.79962e-08 2.71325e-08 2.32668e-08 6.36285e-08 3.77194e-08 2.66378e-08 4.17089e-08 4.04945e-08 3.73764e-08 2.60715e-08 7.91164e-08 3.28956e-08 2.33679e-08 2.26018e-08 2.27717e-08
threshold=-1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.12416000000000001 -0.047944999999999995 -1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.089595000000000022 0.10684 0.0065250000000000004 -1.0000000180025095e-35 0.08486500000000001 -0.010739999999999998 0.088930000000000023 -0.22699999999999995 0.089595000000000022 0.087625000000000022 0.069910000000000014 -0.078424999999999981 -0.063399999999999984 0.04105000000000001 -0.0095549999999999993 0.096540000000000015 0.097325000000000009 -0.072624999999999981 0.13134000000000004 0.12081000000000001 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 8 -8 -7 11 -11 12 16 14 -14 -15 -9 18 20 24 22 -22 -13 -23 -19 -26 -27 -25 29 -18
right_child=1 -3 3 -5 5 6 7 9 -10 10 -12 17 13 15 -16 -17 28 19 -20 -21 21 23 -24 27 25 26 -28 -29 -30 -31
leaf_value=-1.8118544917255211e-06 -3.8330042509022116e-06 3.355872250603684e-06 -3.9538149940199223e-06 2.1387804591458088e-06 -2.2103563331008693e-06 -2.2527450485009684e-07 4.2914450248298678e-06 -3.4404489140756183e-06 -3.2541381945823866e-06 4.0150475104961854e-06 -7.8171463997023254e-07 1.3969847974711533e-08 9.8323557524607805e-07 -3.3914313062268779e-06 9.2302773555275064e-06 2.7452268008906126e-06 1.027605166360758e-07 9.9014073001780611e-07 4.8649907162493604e-06 -4.5178411680050589e-06 4.5437142211923739e-06 -4.3491590679423102e-06 -4.7964070017769704e-06 -1.1015037916943321e-07 -5.1087902199086735e-06 3.8545409229196932e-06 -1.6140141032007127e-06 3.0403375430978487e-06 3.2783393976387743e-06 -2.5098599756745445e-06
leaf_weight=26 22 23 20 33 22 194 21 22 27 22 25 42 23 25 20 26 1776 59 26 30 20 20 30 404 38 22 22 25 22 34
leaf_count=26 22 23 20 33 22 194 21 22 27 22 25 42 23 25 20 26 1776 59 26 30 20 20 30 404 38 22 22 25 22 34
internal_value=0 1.52223e-08 -9.7891e-09 1.77882e-08 -5.41127e-09 2.09378e-08 3.74381e-08 8.82147e-08 -5.95317e-07 5.59177e-08 1.46358e-06 3.12862e-08 1.47542e-07 2.06181e-06 4.81907e-06 -2.62939e-07 5.0486e-08 -2.75578e-07 3.27744e-08 -1.29801e-06 -1.99458e-07 7.54772e-08 -1.99035e-06 -1.23553e-07 -6.12937e-07 -1.76637e-06 1.12026e-06 7.34445e-08 9.24077e-08 5.36837e-08
internal_weight=0 3095 3072 3050 3017 2997 2975 2754 221 2733 47 2686 1948 94 43 51 1854 738 567 171 541 469 72 449 141 82 44 429 1832 1810
internal_count=3121 3095 3072 3050 3017 2997 2975 2754 221 2733 47 2686 1948 94 43 51 1854 738 567 171 541 469 72 449 141 82 44 429 1832 1810
is_linear=0
shrinkage=0.1


Tree=6899
num_leaves=31
num_cat=0
split_feature=1429 156 13 13 0 2 52 484 16 3 133 159 52 42 1 1210 0 12 1 1455 2 52 52 2 2 50 157 2 12 16
split_gain=8.64221e-09 2.39558e-08 8.2645e-09 5.43039e-08 4.59823e-08 5.77133e-08 3.75094e-08 2.98213e-08 4.63094e-08 6.03308e-08 2.56633e-08 2.03451e-08 2.83977e-08 2.77224e-08 2.42925e-08 1.73534e-08 1.25899e-08 5.44008e-08 1.94509e-08 1.26038e-08 1.66144e-08 1.37377e-08 5.55255e-08 3.85784e-08 1.34026e-07 8.66013e-08 2.43278e-08 3.65142e-08 3.107e-08 1.75185e-08
threshold=-0.23752499999999996 0.32523500000000005 0.095710000000000017 0.061215000000000012 0.12358500000000001 0.088930000000000023 -0.53447999999999996 0.090535000000000018 -0.11118499999999999 -0.10831999999999999 0.15630500000000003 0.09320500000000001 0.11008000000000001 -0.018024999999999996 0.092695000000000013 -0.42132499999999995 0.10455500000000001 0.098150000000000015 0.10312500000000001 0.10861000000000001 0.095195000000000016 -0.23375999999999997 -0.16675999999999999 0.11448000000000001 0.12198500000000001 -0.099524999999999988 -0.00078499999999999989 0.098260000000000014 0.083715000000000026 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 5 -5 -4 8 9 -8 11 12 13 14 -10 -2 19 18 -18 21 -21 23 -23 25 -25 -17 28 -28 -27 -24
right_child=1 -3 6 4 -6 -7 7 -9 10 -11 -12 -13 -14 -15 -16 16 17 -19 -20 20 -22 22 29 24 -26 26 27 -29 -30 -31
leaf_value=-1.9749882664076394e-06 2.8181716448795091e-06 3.4637435879858462e-06 3.8474769994915426e-06 -3.9923703268055091e-06 -6.678331760667789e-06 1.5950433526275749e-06 4.7582774982402047e-07 -3.0997770909817307e-06 1.8022039135498095e-06 7.3975173258133964e-06 -2.9166768560953055e-06 -2.2418181347179428e-06 -2.0092354280417828e-06 3.6614626928428314e-06 -2.4999515192446e-06 5.7863849752206796e-06 2.1241598209724483e-06 -5.7432855214756277e-06 -1.6820905511849561e-06 2.9983391517486203e-07 -3.5865522787306959e-06 4.9293679126094506e-06 -2.3894418835250684e-07 -9.4863296908442869e-06 8.8799750742371983e-07 3.76708040334961e-06 -5.1835744572296495e-07 -4.553114779071166e-06 -5.1326426664388691e-07 3.2770340910018826e-07
leaf_weight=22 22 20 30 38 20 36 34 26 35 20 31 27 28 39 21 23 29 20 25 22 22 24 929 20 33 22 75 32 74 1322
leaf_count=22 22 20 30 38 20 36 34 26 35 20 31 27 28 39 21 23 29 20 25 22 22 24 929 20 33 22 75 32 74 1322
internal_value=0 1.40223e-08 -8.3858e-09 -6.1316e-08 -2.42399e-06 -1.27417e-06 4.98726e-07 1.13812e-07 4.69358e-07 3.03942e-06 -2.974e-07 2.43917e-07 7.89566e-07 1.61448e-06 1.88896e-07 2.11233e-08 -1.90631e-09 -1.28807e-06 3.62007e-07 3.47281e-08 -1.64336e-06 6.3638e-08 1.44857e-07 -5.98631e-07 -3.02684e-06 -2.91832e-08 -6.8809e-07 -1.72501e-06 4.67648e-07 9.38448e-08
internal_weight=0 3099 3079 2788 94 74 291 261 235 54 181 150 123 95 56 2694 2672 74 54 2598 44 2554 2275 279 53 226 203 107 96 2251
internal_count=3121 3099 3079 2788 94 74 291 261 235 54 181 150 123 95 56 2694 2672 74 54 2598 44 2554 2275 279 53 226 203 107 96 2251
is_linear=0
shrinkage=0.1


Tree=6900
num_leaves=31
num_cat=0
split_feature=472 1429 1208 15 15 15 133 15 1213 402 403 1213 52 131 159 159 133 15 42 1447 1447 3 483 402 401 1213 403 403 15 390
split_gain=9.67766e-09 1.71931e-08 8.42419e-09 9.22422e-09 6.45653e-08 3.55299e-08 3.57275e-08 3.55316e-08 2.43047e-08 2.43488e-08 3.95425e-08 2.8964e-08 2.89314e-08 6.47321e-08 6.6026e-08 1.16676e-07 2.64983e-08 2.41156e-08 7.01873e-08 1.79734e-08 9.58661e-08 5.8809e-08 3.36448e-08 3.29325e-08 1.08089e-07 1.04781e-07 5.85256e-08 2.10541e-08 5.75064e-08 1.96463e-08
threshold=-0.38234499999999999 -0.23587499999999997 0.12461500000000002 0.094425000000000023 0.095575000000000007 0.092400000000000024 -0.0042999999999999991 0.091650000000000023 0.0036000000000000003 -0.45454999999999995 -0.083814999999999987 -0.063509999999999997 0.5140450000000002 0.09055500000000001 -0.10909999999999999 -0.012679999999999999 -0.029034999999999995 0.090750000000000011 0.086950000000000013 -0.086359999999999978 -0.085804999999999979 -0.084964999999999985 0.087520000000000014 0.10874500000000002 0.088555000000000009 -0.083944999999999978 -0.55276999999999987 -0.52445499999999989 0.087485000000000021 0.087590000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 7 -7 17 9 -6 -11 -12 13 14 -13 -16 -17 19 -19 21 -21 -3 -23 26 -25 -26 -22 28 -28 -29
right_child=1 2 -4 4 8 6 -8 -9 -10 10 11 12 -14 -15 15 16 -18 18 -20 20 23 22 -24 24 25 -27 27 29 -30 -31
leaf_value=-2.0003361233496738e-06 2.7394202259964245e-06 5.4851628822234492e-06 -2.0505294912709362e-06 4.7656568114007314e-06 3.3723186599369607e-06 -5.7036086755860284e-06 -4.343795705696515e-07 3.2542435023556621e-06 -2.9289152810179078e-06 -3.5908610281391399e-06 3.1075752044021754e-06 -4.071099705282089e-06 3.4171178729435349e-06 -4.7180219177068373e-06 7.714508299851214e-06 -2.8412477193412018e-06 6.7750267358740319e-07 -6.0369492454507659e-06 1.8793148142105477e-06 -6.94985106747481e-06 -5.3272466846551876e-06 -2.5212000703013181e-06 2.5921397402519439e-06 7.7950287168673451e-06 3.5896942335966744e-06 -4.1003701483913685e-06 -2.1480100804183167e-06 -1.0589227291034382e-07 4.7745598203619011e-06 2.2818439332589997e-06
leaf_weight=24 23 25 20 32 24 22 31 33 25 27 35 29 23 29 23 26 121 24 21 20 21 31 22 23 37 34 20 2231 30 35
leaf_count=24 23 25 20 32 24 22 31 33 25 27 35 29 23 29 23 26 121 24 21 20 21 31 22 23 37 34 20 2231 30 35
internal_value=0 1.55023e-08 -4.87833e-09 8.51821e-09 4.60086e-07 -5.83682e-08 -2.62161e-06 -6.25783e-09 7.94832e-08 3.02658e-07 6.72848e-08 4.12634e-07 3.68456e-08 -3.04147e-07 3.39081e-07 1.09141e-06 5.51387e-08 -4.80591e-08 -2.34269e-06 -7.22935e-09 -5.47866e-08 1.48717e-06 -3.98682e-07 1.93955e-09 1.83715e-06 -9.28718e-08 -7.18771e-08 -2.42248e-08 2.00553e-06 -6.9012e-08
internal_weight=0 3097 3074 3054 394 2660 53 2607 362 337 313 286 251 228 199 170 147 2574 45 2529 2451 78 53 2431 94 71 2337 2316 50 2266
internal_count=3121 3097 3074 3054 394 2660 53 2607 362 337 313 286 251 228 199 170 147 2574 45 2529 2451 78 53 2431 94 71 2337 2316 50 2266
is_linear=0
shrinkage=0.1


Tree=6901
num_leaves=31
num_cat=0
split_feature=1429 156 132 1203 1185 50 52 393 133 403 12 2 399 394 394 391 394 129 1209 1208 0 43 130 12 11 0 1429 403 1210 475
split_gain=9.12928e-09 2.16473e-08 9.72501e-09 2.22071e-07 1.40741e-07 4.13171e-08 9.66707e-09 9.54752e-09 9.49927e-09 2.12447e-08 9.49169e-09 9.40691e-09 9.12995e-09 8.08677e-09 3.06696e-08 2.22733e-08 2.00408e-08 1.12073e-08 2.33452e-08 2.266e-08 1.98203e-08 1.17577e-08 2.17467e-08 1.45075e-08 1.87828e-08 1.74311e-08 1.71148e-08 1.10571e-08 1.72384e-08 9.66125e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.093975000000000017 0.090645000000000017 0.10483000000000002 -0.37971999999999995 -0.023519999999999996 0.088245000000000004 0.095040000000000013 0.087805000000000008 -0.10499499999999999 -0.09139499999999999 -1.0000000180025095e-35 -0.086824999999999986 0.10532000000000001 0.14268500000000003 0.11253500000000001 -0.079459999999999989 -0.53814999999999991 -0.22699999999999995 0.13043000000000002 0.097680000000000017 -0.040504999999999992 -0.10379499999999998 -0.55049499999999985 -0.14310999999999999 -0.085734999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 8 13 -2 10 12 -8 -10 -6 -15 -16 -17 18 19 21 -19 -18 -23 24 26 -25 -24 -28 -29 -30
right_child=1 -3 4 -5 7 -7 11 -9 9 -11 -12 -13 -14 14 15 16 17 20 -20 -21 -22 22 23 25 -26 -27 27 28 29 -31
leaf_value=-2.0298872253864499e-06 -1.7012663482615962e-06 3.2937040572278422e-06 -8.0233681149944797e-06 1.0411685899011251e-05 -1.481986471328521e-06 -4.5998711178591683e-06 2.9933083487776461e-06 1.7512328000638293e-06 -9.3002217426780573e-07 2.7852262341809823e-06 -2.3791378060361073e-06 -7.3759747465373959e-08 1.7776753088583067e-06 3.8133209890085188e-06 -2.9940895337858821e-06 3.1582848220068632e-06 2.3082241205749846e-06 -3.8179048845319941e-06 3.3279742692251429e-06 -3.3726698075042808e-06 4.7715174479828253e-07 -3.0746132334451944e-06 2.6651747361938763e-06 3.2539790807580479e-06 -2.5095652248789218e-06 -1.8420442474648709e-07 1.6521872596105173e-06 -2.2483052595946771e-06 7.3778040089678142e-07 -6.6677261271400423e-08
leaf_weight=22 36 20 22 21 37 21 20 31 33 24 22 20 20 21 25 20 22 21 21 20 22 23 24 30 30 29 39 35 160 2230
leaf_count=22 36 20 22 21 37 21 20 31 33 24 22 20 20 21 25 20 22 21 21 20 22 23 24 30 30 29 39 35 160 2230
internal_value=0 1.44055e-08 -6.89556e-09 6.38528e-07 -5.58323e-08 -4.08596e-07 9.43575e-08 5.88803e-09 -3.1021e-07 1.95628e-07 -6.33043e-07 1.45977e-06 9.17505e-08 -1.33735e-08 6.22918e-09 -2.28326e-08 4.41665e-09 -1.88935e-08 6.96686e-09 -1.94302e-08 -1.62043e-06 6.14748e-09 -1.33316e-08 1.39906e-08 -2.23287e-08 1.56402e-06 7.66213e-09 -1.82227e-08 -4.50871e-08 -1.28224e-08
internal_weight=0 3099 3079 217 2862 196 175 2840 135 99 75 40 53 2809 2772 2751 2726 2706 2663 2642 43 2622 2600 2577 2518 59 2488 2464 2425 2390
internal_count=3121 3099 3079 217 2862 196 175 2840 135 99 75 40 53 2809 2772 2751 2726 2706 2663 2642 43 2622 2600 2577 2518 59 2488 2464 2425 2390
is_linear=0
shrinkage=0.1


Tree=6902
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 2 12 130 157 1429 157 157 159 2 15 157 157 157 1 481 481 2 157 157 157 157 157 1456 481 160 1455
split_gain=1.0406e-08 1.5771e-08 8.96903e-09 1.12686e-08 2.21769e-08 8.33834e-09 1.9575e-08 8.32609e-09 5.03089e-08 3.80238e-08 3.33526e-08 2.70794e-08 3.07138e-08 3.42644e-08 2.53879e-08 2.07695e-08 1.45632e-08 6.69057e-08 1.95175e-08 2.79628e-08 1.45553e-07 1.47849e-08 1.52523e-08 1.49023e-08 2.5185e-08 1.86189e-08 2.19936e-08 1.01259e-08 3.26758e-08 1.53814e-08
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.054654999999999988 0.08734500000000002 0.23631000000000002 -0.22461999999999996 -0.087424999999999989 0.083960000000000021 -0.086394999999999986 -0.085474999999999982 0.04105000000000001 0.10402500000000002 -0.082809999999999981 -0.21914999999999998 -0.083699999999999983 -0.081889999999999991 0.080000000000000016 -0.15265499999999996 -0.086484999999999992 0.083935000000000023 -0.080544999999999992 -0.078064999999999982 -0.076494999999999994 -0.073194999999999996 -0.06482499999999998 0.11253500000000001 -0.082949999999999982 -0.025879999999999997 -0.24112999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -5 8 11 -9 -11 12 13 -8 -15 -12 17 -17 -18 20 -20 -21 -23 -24 -25 -26 27 28 -27 -29
right_child=1 2 3 5 -6 -7 7 9 -10 10 15 -13 -14 14 -16 16 18 -19 19 21 -22 22 23 24 25 26 -28 29 -30 -31
leaf_value=-2.0742502267504888e-06 2.624907788527787e-06 -1.8898334524237726e-06 3.575364625546102e-06 2.6788727032672563e-06 -2.1483333751491861e-07 -1.9128240617884213e-06 5.2991795473644745e-06 3.8936839600864913e-06 -5.4221260316467124e-06 -3.735487808853577e-06 3.2194053392231581e-06 -3.3453477415079646e-06 -2.1692898944483778e-06 -1.9436394280110866e-06 2.566670325275202e-06 1.6703411557938565e-06 -2.4382304649961385e-06 -5.6692308471215455e-06 -2.3938090302116119e-06 2.3290782531114895e-06 8.4755955020393063e-06 -2.4330006410239621e-06 2.112608014516754e-06 -3.4749175364638743e-06 2.664742034469852e-06 1.4462649869528831e-06 -2.4789460207428091e-06 2.6703624908722389e-06 -4.0804638244836772e-06 1.3931919650359829e-08
leaf_weight=24 23 25 26 27 38 23 20 25 20 24 20 20 27 24 26 27 32 23 28 27 22 26 33 21 26 20 36 22 23 2363
leaf_count=24 23 25 26 27 38 23 20 25 20 24 20 20 27 24 26 27 32 23 28 27 22 26 33 21 26 20 36 22 23 2363
internal_value=0 1.60672e-08 -3.45241e-09 1.20148e-08 1.32493e-06 -1.61349e-08 -1.40707e-09 -2.60638e-08 -7.87231e-07 1.12056e-08 -2.37969e-08 5.0589e-09 6.95864e-07 1.801e-06 4.01722e-07 8.60784e-09 -1.49231e-08 -1.70586e-06 1.6636e-08 4.63133e-08 2.38873e-06 1.21481e-09 -2.32413e-08 1.3867e-09 -2.63593e-08 2.72489e-09 -2.53646e-08 1.10147e-08 -1.50989e-06 3.84357e-08
internal_weight=0 3097 3074 3049 64 2985 2962 2935 137 2798 2773 117 97 70 50 2749 2729 50 2679 2647 50 2597 2570 2544 2511 2490 2464 2428 43 2385
internal_count=3121 3097 3074 3049 64 2985 2962 2935 137 2798 2773 117 97 70 50 2749 2729 50 2679 2647 50 2597 2570 2544 2511 2490 2464 2428 43 2385
is_linear=0
shrinkage=0.1


Tree=6903
num_leaves=31
num_cat=0
split_feature=1429 474 157 474 0 474 456 456 13 456 52 130 40 13 4 16 483 3 3 43 51 16 4 475 16 1373 12 1375 151 1374
split_gain=9.51255e-09 1.72102e-08 1.25515e-08 1.05359e-08 3.8923e-08 1.30954e-08 9.19148e-09 3.23831e-08 2.53666e-08 2.43958e-08 2.69493e-08 2.08037e-08 2.28301e-08 2.11274e-08 4.59701e-08 2.49649e-08 1.92547e-08 2.8418e-08 2.8929e-08 2.61768e-08 2.14302e-08 3.14916e-08 2.22201e-08 1.64528e-08 3.57448e-08 1.26223e-08 1.31689e-07 3.45864e-08 9.31408e-08 1.80824e-08
threshold=0.12521000000000002 -0.45463999999999999 0.32331500000000007 -0.090834999999999985 -0.087794999999999998 -0.072334999999999983 0.087635000000000005 0.088355000000000003 -0.092534999999999992 0.087015000000000023 -0.56368999999999991 -0.23123999999999997 -0.24134999999999998 0.10002500000000002 -0.42529999999999996 0.62682500000000008 0.085510000000000017 -0.13309499999999996 -0.11255999999999998 -0.0092949999999999994 -0.21316999999999997 -0.078844999999999985 -0.047864999999999991 -0.082274999999999987 -0.011989999999999999 1.0000000180025095e-35 0.083715000000000026 -0.096099999999999977 -0.0077149999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 9 -8 -9 10 -7 -12 -13 15 -15 25 17 19 -19 -16 -20 -22 -23 -10 -25 27 -27 28 -14 -29
right_child=-2 2 -4 5 -6 6 7 8 23 -11 11 12 13 14 16 -17 -18 18 20 -21 21 22 -24 24 -26 26 -28 29 -30 -31
leaf_value=-2.867063393469358e-06 2.1738846055541218e-06 1.7580139046913248e-06 2.4418504949608179e-06 2.4998420723845597e-06 -4.1606616973695055e-06 -3.1958631266294247e-06 -4.3137648224894129e-06 3.0170998754675524e-06 -2.8172444758971671e-06 3.4298039757968148e-06 3.101534599119821e-06 -3.2704198106546846e-06 1.871831664743695e-06 5.5428928044420898e-06 4.1283778695547619e-07 -2.5539727553281507e-06 3.469608961950144e-06 -3.8245416155167852e-06 2.9485276280909257e-06 4.8787320211085036e-06 1.3439021375104081e-06 -4.3288278265644453e-07 -4.946021456575523e-06 -2.0947904749846205e-06 2.2176308978278277e-06 5.5605988025675403e-06 -4.6306562580866743e-06 3.005597005483196e-06 -7.7791162448193068e-06 -1.389241365836384e-08
leaf_weight=21 20 20 21 21 25 26 22 21 29 21 22 21 20 20 35 39 20 23 21 21 42 24 20 40 37 32 21 20 20 2376
leaf_count=21 20 20 21 21 25 26 22 21 29 21 22 21 20 20 35 39 20 23 21 21 42 24 20 40 37 32 21 20 20 2376
internal_value=0 -1.40257e-08 5.42679e-09 -1.12992e-08 -1.53014e-06 1.13775e-08 -6.08245e-09 -7.71699e-07 -1.58112e-07 3.40289e-08 8.76814e-09 3.85573e-08 1.42743e-08 3.9321e-08 9.65671e-07 -4.34935e-08 5.2128e-07 2.04256e-07 -6.07008e-07 2.08755e-06 8.46108e-08 -6.14718e-07 -2.48431e-06 -7.87164e-07 -2.2588e-08 -4.15699e-09 1.52255e-06 -3.73736e-08 -2.95364e-06 1.1312e-08
internal_weight=0 3101 3080 3059 45 3014 2993 149 127 2844 2823 2797 2775 2754 226 2528 206 186 130 56 107 86 44 106 77 2489 53 2436 40 2396
internal_count=3121 3101 3080 3059 45 3014 2993 149 127 2844 2823 2797 2775 2754 226 2528 206 186 130 56 107 86 44 106 77 2489 53 2436 40 2396
is_linear=0
shrinkage=0.1


Tree=6904
num_leaves=31
num_cat=0
split_feature=1429 156 1212 401 1212 401 1213 1209 2 1209 16 1429 131 401 0 16 1210 16 1208 1210 1209 1209 1210 1211 1203 132 15 393 402 12
split_gain=9.6531e-09 1.96995e-08 8.14781e-09 1.5439e-08 1.59544e-08 1.56851e-08 8.33479e-08 1.58752e-08 1.03784e-07 1.95171e-08 1.1184e-08 1.52124e-08 1.11183e-08 1.14873e-08 5.60099e-08 5.35294e-08 2.62855e-08 4.70691e-08 2.76768e-08 2.45506e-08 1.61506e-08 1.62431e-08 1.95263e-08 1.5279e-08 1.21163e-08 1.32424e-08 5.41191e-08 2.85862e-08 1.44521e-08 4.66335e-08
threshold=-0.23752499999999996 0.32523500000000005 -0.53159999999999996 0.13729500000000003 0.15049500000000002 0.11444000000000001 -0.083944999999999978 -0.084519999999999984 0.080205000000000012 -0.069599999999999981 0.63636000000000015 -0.10379499999999998 0.13834500000000002 -1.0000000180025095e-35 -0.072594999999999979 -0.072359999999999994 0.0028200000000000005 -0.076354999999999992 0.098500000000000018 -0.13847499999999999 0.10183000000000002 0.088775000000000007 -0.08453999999999999 0.11048500000000001 -1.0000000180025095e-35 -0.083284999999999984 0.087685000000000013 0.12069000000000002 -0.092414999999999983 0.089085000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 8 -4 -9 11 -11 13 14 15 -13 18 -18 19 -15 21 22 -21 24 -24 26 -26 28 29 -27
right_child=1 -3 3 -5 -6 6 -8 9 -10 10 -12 12 -14 16 -16 -17 17 -19 -20 20 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=-2.0873104941446483e-06 -2.0173335599338318e-06 3.1431032687123666e-06 3.6738342108340781e-06 2.5887584006736491e-06 -2.6950838115557087e-06 5.4104168953017511e-06 -2.7139497974629828e-06 2.9758984391554065e-06 -5.4311091506890324e-06 2.4169148288750038e-06 -1.6958708093065631e-06 -2.8856919263252284e-06 2.2262218739011918e-06 3.4813643651432359e-06 -4.5633592362132585e-06 3.4815063372661827e-06 -2.7356467955604754e-07 6.032408102782938e-06 -3.7430127542847914e-06 -3.0742196291352488e-06 -2.7336493231318443e-06 2.5239375790988561e-06 2.1497762154467637e-06 2.0933027111127826e-06 -1.5624637666219879e-07 -5.296743548959577e-06 -5.2156858491798638e-06 3.6707895170755889e-06 1.2990824682372e-09 9.3713396255777432e-07
leaf_weight=22 20 20 21 23 22 28 23 22 31 26 39 23 22 20 31 31 29 20 20 21 22 25 25 34 137 21 25 21 2269 28
leaf_count=22 20 20 21 23 22 28 23 22 31 26 39 23 22 20 31 31 29 20 20 21 22 25 25 34 137 21 25 21 2269 28
internal_value=0 1.48124e-08 -5.50779e-09 7.64569e-09 -1.19082e-08 7.67703e-09 1.74649e-06 -2.22519e-08 -1.75411e-06 8.68485e-09 -1.39107e-08 9.10555e-09 -1.30627e-08 -3.06445e-08 -1.17539e-06 7.69552e-07 5.16838e-09 2.3003e-06 -3.69836e-08 -8.99246e-09 -3.55553e-08 -1.27778e-08 -3.73489e-08 -1.24371e-08 -4.07803e-08 -6.26772e-08 -9.37024e-07 -2.11957e-09 -3.53944e-08 -1.73453e-06
internal_weight=0 3099 3079 3059 3036 3014 51 2963 52 2911 2889 2850 2824 2802 85 54 2717 49 2668 2648 2628 2606 2581 2560 2526 2501 162 2339 2318 49
internal_count=3121 3099 3079 3059 3036 3014 51 2963 52 2911 2889 2850 2824 2802 85 54 2717 49 2668 2648 2628 2606 2581 2560 2526 2501 162 2339 2318 49
is_linear=0
shrinkage=0.1


Tree=6905
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 475 132 50 394 1203 52 2 1208 12 12 12 2 13 12 13 1210 1455 1454 4 13 3 13 13 131 42 52
split_gain=1.19143e-08 1.48141e-08 9.61274e-09 9.63933e-09 2.24786e-08 9.12899e-09 2.1487e-07 1.28233e-07 3.96899e-08 8.63395e-09 8.7944e-09 8.47472e-09 9.94047e-09 8.23718e-08 3.71878e-08 8.31282e-08 8.34088e-08 5.59766e-08 1.08636e-07 8.3952e-08 3.50623e-08 6.3524e-08 3.42758e-08 3.38566e-08 7.1132e-08 7.16611e-08 5.24583e-08 7.11915e-08 1.26743e-07 2.37247e-07
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.060529999999999994 -0.011519999999999997 -0.083284999999999984 0.097510000000000013 0.12358500000000001 0.089480000000000018 0.090645000000000017 0.095040000000000013 0.12461500000000002 0.089570000000000025 0.089735000000000023 0.088725000000000012 0.09142500000000002 -0.083364999999999981 0.088245000000000004 -0.082574999999999982 -0.097479999999999983 0.11192500000000001 0.088250000000000009 -0.043364999999999994 -0.077944999999999987 -0.047929999999999993 -0.076599999999999988 -0.079969999999999986 0.089120000000000019 0.090395000000000017 0.10744000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 8 11 9 -5 -11 12 14 -14 17 16 -16 19 -19 -7 21 23 -18 26 25 -25 27 28 29 -15
right_child=1 2 3 5 -6 7 -8 -9 -10 10 -12 -13 13 20 15 -17 22 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.2194887684771443e-06 2.5456444834913862e-06 -1.9546265357348601e-06 -8.252834179854421e-07 -3.2342212950506612e-07 3.0269589925327722e-06 -6.5668956601427908e-06 1.0225223672932772e-05 -8.038133672698678e-06 -4.6423861385846977e-06 2.833505949126902e-06 -1.3202902209741297e-07 -2.0528211246073625e-06 6.3119286055139542e-06 9.5350887607180221e-07 -4.1977649757565372e-06 -6.1978534027673506e-06 -6.9848109471119344e-08 6.4358601444050816e-06 -1.7386066580347061e-06 -4.4958244110186264e-08 3.5530655065352629e-06 -5.5530862164232533e-06 5.0003446583938663e-06 -5.9278895241732252e-06 -5.935308339151865e-06 1.456185278611176e-07 4.8116784321738287e-06 -3.6834689057507081e-06 -8.4953760745957331e-07 1.387795868140529e-05
leaf_weight=24 23 25 28 134 33 20 21 20 20 20 20 20 22 49 33 32 30 37 29 1500 29 20 24 20 21 678 34 33 102 20
leaf_count=24 23 25 28 134 33 20 21 20 20 20 20 20 22 49 33 32 30 37 29 1500 29 20 24 20 21 678 34 33 102 20
internal_value=0 1.71933e-08 -1.72489e-09 1.42878e-08 1.25872e-06 -1.11173e-08 6.16618e-07 -5.97877e-08 -4.23488e-07 6.14424e-08 1.35074e-06 -1.8266e-09 1.31825e-08 2.58794e-07 -1.34905e-07 -1.83987e-06 -2.36936e-07 -6.97859e-09 2.84405e-06 -1.30773e-07 1.2642e-07 2.47075e-08 2.18357e-06 1.41276e-07 -2.00932e-07 -2.84075e-08 1.17509e-06 5.68989e-07 1.38964e-06 4.69973e-06
internal_weight=0 3097 3074 3049 61 2988 215 2773 194 174 40 2753 2733 1028 1705 119 87 1586 66 1520 1006 977 54 957 719 698 238 204 171 69
internal_count=3121 3097 3074 3049 61 2988 215 2773 194 174 40 2753 2733 1028 1705 119 87 1586 66 1520 1006 977 54 957 719 698 238 204 171 69
is_linear=0
shrinkage=0.1


Tree=6906
num_leaves=31
num_cat=0
split_feature=1429 156 394 402 401 1212 12 1211 1211 1208 1208 402 403 12 12 402 391 130 129 1212 52 1213 1213 1212 0 1209 1209 401 402 42
split_gain=9.87803e-09 1.82613e-08 9.08697e-09 8.38842e-09 1.46067e-08 1.13231e-08 4.13985e-08 2.39175e-08 2.98921e-08 1.03675e-08 1.15487e-08 1.20734e-08 2.42166e-07 7.65683e-08 3.02153e-08 2.64693e-08 4.99788e-08 2.28655e-08 2.22411e-08 1.21291e-08 8.29238e-08 5.12252e-08 2.09116e-07 5.37588e-08 1.79671e-08 1.4648e-08 1.83654e-08 1.86548e-08 1.99844e-08 3.91878e-08
threshold=-0.23752499999999996 0.32523500000000005 0.264685 0.31278000000000006 0.13699500000000003 0.12472500000000002 0.095175000000000023 0.11671000000000002 0.10809000000000001 0.11531000000000001 0.10233500000000001 0.11174500000000002 -0.0031149999999999997 0.088305000000000008 0.092355000000000007 0.10708500000000001 -0.087114999999999984 0.13302000000000003 -0.048309999999999992 -0.092474999999999988 0.086275000000000004 -0.088064999999999991 -0.092319999999999985 -0.082209999999999991 -0.083804999999999977 -0.084519999999999984 -0.067109999999999989 -1.0000000180025095e-35 -0.17973499999999998 -0.074124999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 8 9 10 11 15 -13 -14 -15 16 -2 18 -18 20 -20 22 24 -23 -21 -25 -27 -28 29 -29
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 12 13 14 -16 -17 17 -19 19 21 -22 23 -24 25 -26 26 27 28 -30 -31
leaf_value=-2.1114840863715884e-06 -4.9021566372262209e-06 3.0269159265117199e-06 1.8941811813419919e-06 1.9716190955759449e-06 -2.6012501032048684e-06 -1.4243051105545925e-06 4.0170289651086936e-06 -3.2540087056037488e-06 3.7426595632777685e-06 -2.1584805032805732e-06 1.8928134636553296e-06 -1.0070716847542867e-05 6.8085857752261553e-06 -3.3987628489740022e-06 1.6536353972822264e-06 2.9441583709891957e-06 3.0640658217822896e-06 3.0680977054942106e-06 6.3917250440681531e-06 2.6892426914078747e-06 -2.1730674474768492e-06 4.1962725481425877e-06 -1.112597408445297e-05 -2.6920683261605086e-06 -1.0096518265307733e-06 2.8366017827155785e-06 -2.2352555322122034e-06 -4.8641995778686173e-07 -7.2649394143670119e-08 5.1105171347775137e-06
leaf_weight=22 21 20 25 21 22 27 29 23 21 23 31 23 21 20 29 30 23 24 20 24 26 30 21 21 29 22 39 29 2383 22
leaf_count=22 21 20 25 21 22 27 29 23 21 23 31 23 21 20 29 30 23 24 20 24 26 30 21 21 29 22 39 29 2383 22
internal_value=0 1.49893e-08 -4.57497e-09 -2.01182e-08 -3.39086e-08 -1.51502e-08 1.39353e-06 -4.1846e-08 -1.66483e-08 -4.3768e-08 -2.69264e-08 -4.77567e-08 -1.16845e-06 1.75658e-06 -4.08568e-07 -1.00488e-08 -4.24651e-08 -4.84859e-09 -3.22754e-08 -5.8988e-08 1.55076e-06 -8.72507e-08 -2.68086e-06 -1.1867e-08 6.65319e-07 -6.20435e-08 -3.9907e-08 -6.54967e-08 -3.07306e-08 1.92795e-06
internal_weight=0 3099 3079 3054 3033 3011 56 2955 2932 2911 2888 2857 93 70 49 2764 2734 2713 2689 2666 46 2620 74 2546 53 2516 2495 2473 2434 51
internal_count=3121 3099 3079 3054 3033 3011 56 2955 2932 2911 2888 2857 93 70 49 2764 2734 2713 2689 2666 46 2620 74 2546 53 2516 2495 2473 2434 51
is_linear=0
shrinkage=0.1


Tree=6907
num_leaves=31
num_cat=0
split_feature=156 1425 157 1213 1209 16 1213 1208 0 1210 12 1212 16 1210 402 43 1212 52 3 3 394 3 3 42 0 13 0 1210 3 160
split_gain=1.20041e-08 1.31813e-08 2.59991e-08 8.15371e-09 2.05711e-08 1.97544e-08 4.01864e-08 1.65678e-08 7.07104e-08 2.90104e-08 2.03339e-07 1.80799e-08 6.20106e-08 5.60842e-08 1.21588e-08 1.05002e-08 9.92586e-09 4.67268e-08 9.7278e-09 4.68905e-08 4.38442e-08 3.24393e-08 2.9889e-08 9.4774e-08 2.96569e-08 5.40506e-08 2.1988e-08 2.65995e-08 2.71902e-08 7.17839e-08
threshold=0.3248100000000001 0.084030000000000007 -0.00078499999999999989 -0.24064499999999997 0.14268500000000003 -0.091114999999999988 -0.43370499999999995 0.092250000000000013 -0.070499999999999993 -0.094799999999999982 0.088245000000000004 -0.092474999999999988 -0.089669999999999986 -0.086074999999999985 0.11679000000000002 -0.0037449999999999996 -0.063924999999999996 0.087555000000000008 -0.083489999999999995 -0.08323499999999999 0.10448000000000002 -0.082879999999999995 -0.082404999999999992 0.087825000000000014 0.10455500000000001 -0.033284999999999988 0.048635000000000005 -0.062539999999999984 -0.077354999999999993 0.066685000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 7 -1 14 9 -9 10 -5 12 -11 -13 -7 -14 17 -15 20 -20 -18 -21 23 -23 26 -26 27 -24 29 -29
right_child=-2 2 -4 4 -6 6 -8 8 -10 11 -12 13 15 16 -16 -17 18 -19 19 21 -22 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=1.8104942780285328e-06 -2.2761127505201214e-06 3.3264154777415657e-06 -1.1116304387376824e-06 -3.6258895571942653e-06 3.2152369976756744e-06 1.7823763850325729e-06 -4.4324866144785536e-06 1.4004396926820311e-06 -5.4542111515561209e-06 6.2674398361650677e-06 1.0026735712926894e-05 -5.3223554101577979e-06 9.8471691597731712e-07 -1.1434758589805853e-06 -1.4723022507661716e-06 -2.1482341162482045e-06 1.1177317977275685e-07 4.6555891306828323e-06 -4.7715798798848984e-06 3.1908227226957589e-06 4.728388892414971e-06 6.6329124154305776e-07 3.5467381121634393e-06 -7.9660362371214439e-06 -6.5248601526946012e-06 1.8648535539493121e-07 2.7537119016025308e-06 -1.3035351304564835e-06 1.4267061514035185e-07 2.9360472737809891e-06
leaf_weight=21 23 33 22 24 20 24 31 34 27 20 20 20 23 33 22 20 1008 24 22 29 21 35 20 20 20 30 28 355 1047 45
leaf_count=21 23 33 22 24 20 24 31 34 27 20 20 20 23 33 22 20 1008 24 22 29 21 35 20 20 20 30 28 355 1047 45
internal_value=0 1.69032e-08 1.5512e-06 -1.0828e-08 1.90325e-08 -9.08167e-07 -1.64962e-06 -2.82188e-09 -1.63359e-06 3.19116e-08 2.57985e-06 -7.84348e-09 1.66718e-06 -4.61194e-08 2.25791e-07 -4.7247e-07 -7.56453e-09 1.29824e-06 -3.53371e-08 -1.85746e-07 2.0599e-07 -1.23814e-07 -1.83891e-07 -2.47465e-06 -1.02343e-07 -2.49805e-06 -2.22194e-08 -7.52024e-08 -1.25264e-07 -8.26582e-07
internal_weight=0 3098 55 3043 2945 98 77 2925 61 2864 44 2820 63 2757 46 43 2737 57 2680 1651 1029 1629 1600 55 1545 50 1495 1467 1447 400
internal_count=3121 3098 55 3043 2945 98 77 2925 61 2864 44 2820 63 2757 46 43 2737 57 2680 1651 1029 1629 1600 55 1545 50 1495 1467 1447 400
is_linear=0
shrinkage=0.1


Tree=6908
num_leaves=31
num_cat=0
split_feature=472 1429 474 156 156 133 160 156 13 156 156 16 1371 151 475 1429 45 11 9 9 1 34 374 475 13 0 147 150 457 150
split_gain=1.03593e-08 1.32776e-08 8.68777e-09 9.00739e-09 4.06681e-08 4.38097e-08 5.03275e-08 3.70267e-08 2.77126e-08 1.75049e-08 3.6888e-08 1.12928e-07 3.25042e-08 1.95804e-08 1.66089e-08 2.35932e-08 1.6912e-08 3.13199e-08 1.45044e-08 3.65521e-08 2.86541e-08 1.38051e-08 2.5677e-08 1.07953e-08 2.37517e-08 2.18765e-08 1.04748e-08 3.25312e-08 2.78606e-08 2.97057e-08
threshold=-0.38234499999999999 -0.23587499999999997 0.11568500000000002 0.091255000000000017 0.092385000000000009 0.087985000000000022 -0.085579999999999976 0.090100000000000013 -0.06977499999999999 0.089090000000000016 0.08759500000000002 -0.0087049999999999992 0.083235000000000017 -0.53100499999999984 0.05680000000000001 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 0.091600000000000015 0.085555000000000006 0.13075500000000004 -0.097449999999999981 0.08987500000000001 -0.10664 0.06370000000000002 -0.036484999999999997 0.099230000000000013 0.12640500000000002 0.10613500000000002 0.116995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 6 -6 9 -7 10 12 -12 13 -3 15 -15 17 -17 19 21 -20 -19 26 -8 25 -25 27 28 29 -23
right_child=1 2 -4 4 5 8 23 -9 -10 -11 11 -13 -14 14 -16 16 -18 18 20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.0695826786247081e-06 2.4097875498425668e-06 -2.596740433224615e-06 -1.7245180511681298e-06 4.8152021723321275e-06 -4.998893351171319e-06 5.6440066622426024e-06 -1.8265515919942435e-06 -4.120155063250505e-06 4.4278133714215074e-07 2.7458247992082921e-06 -6.9989103027166631e-06 2.2478343712464266e-06 3.0990598374688382e-06 2.6582741892365021e-06 -2.4517891301069609e-06 3.976268244514359e-06 -2.3536922165590114e-06 2.4391197623275654e-06 -4.4887808945488711e-06 4.0946932492922564e-06 4.3640414888715089e-07 2.370368809174534e-08 -3.148167448986127e-06 4.6183818465700644e-07 -2.2517196795727538e-06 4.2060918895003855e-06 1.9341586348023805e-06 -3.4628002710919479e-06 2.8699862421971752e-06 -3.441901106270962e-06
leaf_weight=24 23 29 29 21 22 21 23 22 20 23 28 25 34 34 27 20 30 23 21 22 27 2318 26 71 24 20 28 27 34 25
leaf_count=24 23 29 29 21 22 21 23 22 20 23 28 25 34 34 27 20 30 23 21 22 27 2318 26 71 24 20 28 27 34 25
internal_value=0 1.6042e-08 -1.86825e-09 1.45379e-08 6.27855e-07 1.90371e-07 -5.5697e-07 -3.36931e-08 3.10682e-06 -1.59669e-09 -2.43435e-08 -2.63724e-06 2.64761e-08 -1.23451e-08 1.58095e-08 4.10941e-08 6.88264e-09 3.44273e-08 3.52299e-09 3.65436e-08 -1.71836e-06 5.58399e-10 -2.22597e-08 1.51162e-07 5.46705e-07 1.28475e-06 1.11587e-08 -1.1239e-08 2.79668e-08 -1.32746e-08
internal_weight=0 3097 3074 3045 222 201 160 2823 41 2801 2778 53 2725 2691 2662 2635 2601 2571 2551 2503 48 2481 2458 138 115 91 2432 2404 2377 2343
internal_count=3121 3097 3074 3045 222 201 160 2823 41 2801 2778 53 2725 2691 2662 2635 2601 2571 2551 2503 48 2481 2458 138 115 91 2432 2404 2377 2343
is_linear=0
shrinkage=0.1


Tree=6909
num_leaves=31
num_cat=0
split_feature=1429 156 44 97 374 120 34 150 34 9 9 10 4 1 131 1 1209 1208 12 12 42 12 2 401 12 402 43 12 43 51
split_gain=1.06351e-08 1.96058e-08 8.15408e-09 8.45057e-09 2.00966e-08 1.70432e-08 1.56135e-08 2.26299e-08 1.77602e-08 1.66472e-08 3.36728e-08 3.19491e-08 1.57597e-08 1.21203e-08 1.969e-08 1.68076e-08 1.49009e-08 1.80477e-08 1.34682e-08 8.35891e-08 1.12564e-07 2.73855e-08 9.25411e-08 4.12657e-08 7.05702e-08 4.30704e-08 5.69253e-08 2.5785e-08 2.56533e-08 2.56477e-08
threshold=-0.23752499999999996 0.32523500000000005 0.087770000000000015 -0.086464999999999986 0.08987500000000001 0.090440000000000006 -0.084564999999999987 0.084555000000000019 -0.057544999999999992 0.091600000000000015 0.082870000000000013 0.094860000000000014 0.62736500000000006 0.13927000000000003 0.13857500000000003 0.13686500000000004 0.14268500000000003 0.11253500000000001 0.099815000000000015 0.10193000000000001 0.080840000000000009 0.097575000000000009 0.097385000000000013 -1.0000000180025095e-35 0.096210000000000004 -0.10770499999999998 -0.043144999999999996 0.10408500000000002 -0.074974999999999986 -0.26548499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -8 10 12 -11 13 14 15 16 17 18 21 20 -20 23 -23 24 -10 26 -25 28 -21 -29
right_child=1 -3 -4 4 -6 -7 8 -9 9 11 -12 -13 -14 -15 -16 -17 -18 -19 19 27 -22 22 -24 25 -26 -27 -28 29 -30 -31
leaf_value=-2.1908983387416728e-06 -1.9763966849046194e-06 3.136397488674447e-06 1.3961159327930258e-06 -3.8703350955984203e-06 2.5236413102169124e-06 -2.9450638680827981e-06 2.3553453932123604e-06 6.4264121533597065e-07 5.1483284266851117e-07 -4.9129072704090512e-06 4.0071871461848439e-06 3.2015713356616164e-07 2.1278989777329118e-06 -1.4686089861211729e-06 -3.1338778649114828e-06 2.90356750895171e-06 2.7132433388032951e-06 -3.01921881373346e-06 -8.7167190389226134e-06 4.8738191355823804e-06 1.181396701213089e-06 -1.2154653192235283e-06 6.2142026979472578e-06 1.6694433422041283e-07 -7.0535906171575014e-06 2.1329073029807101e-08 6.9553469378054915e-06 -3.7300411219933141e-06 2.502067385042513e-07 -8.6825084666122339e-08
leaf_weight=22 22 20 41 25 31 20 32 20 28 20 21 28 34 58 20 20 20 20 27 20 20 38 30 30 22 2118 21 21 30 242
leaf_count=22 22 20 41 25 31 20 32 20 28 20 21 28 34 58 20 20 20 20 27 20 20 38 30 30 22 2118 21 21 30 242
internal_value=0 1.55607e-08 -4.71103e-09 -2.36162e-08 -9.37178e-09 -3.56778e-08 -1.60529e-08 -1.86457e-06 1.24345e-08 -1.35258e-08 1.76871e-08 -1.86029e-06 -1.20325e-08 -3.81573e-08 -7.73334e-09 1.53634e-08 -6.13421e-09 -2.6527e-08 -3.91504e-09 -5.72454e-07 -4.50475e-06 8.55795e-08 2.06233e-06 2.50031e-08 -2.81527e-06 9.04775e-08 2.96217e-06 1.80193e-08 2.09965e-06 -3.77728e-07
internal_weight=0 3099 3079 3038 3016 2985 2965 45 2920 2888 2840 48 2819 2785 2727 2707 2687 2667 2647 360 47 2287 68 2219 50 2169 51 313 50 263
internal_count=3121 3099 3079 3038 3016 2985 2965 45 2920 2888 2840 48 2819 2785 2727 2707 2687 2667 2647 360 47 2287 68 2219 50 2169 51 313 50 263
is_linear=0
shrinkage=0.1


Tree=6910
num_leaves=31
num_cat=0
split_feature=472 474 1211 403 1212 1212 0 42 132 1211 1186 1211 52 13 1212 52 12 52 160 3 15 16 401 42 133 3 133 1447 15 0
split_gain=1.0952e-08 1.41715e-08 8.46415e-09 2.01449e-08 8.65996e-09 1.08065e-08 4.07717e-08 2.24229e-08 1.00044e-08 2.9405e-07 2.12799e-07 2.24416e-08 2.17441e-08 2.17309e-08 1.2034e-08 8.08982e-08 4.58836e-08 6.47577e-08 3.4063e-08 1.20287e-08 4.05918e-08 3.24418e-08 1.18733e-08 4.1753e-08 1.79054e-08 4.91865e-08 1.42975e-08 1.15771e-08 7.25492e-08 7.76968e-08
threshold=-0.38234499999999999 0.12103000000000001 0.11716500000000001 0.022375000000000003 0.13631000000000001 0.10321500000000002 -0.085939999999999989 0.08733500000000001 -0.083284999999999984 0.097205000000000014 0.0044650000000000011 0.087635000000000005 0.10347000000000002 0.056795000000000005 0.087615000000000012 0.086965000000000015 0.089300000000000004 0.0031350000000000002 -0.57146499999999989 -0.080104999999999996 0.084905000000000022 -0.083539999999999989 -0.06959499999999999 0.10306000000000001 0.51114000000000004 -0.085709999999999995 0.41892500000000005 -0.085684999999999997 0.087575000000000014 -0.087414999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 8 -7 -8 10 11 12 14 13 19 18 16 17 -16 -10 20 -2 -21 23 -20 26 -26 27 28 29 -24
right_child=1 -3 3 -5 -6 6 7 -9 9 -11 -12 -13 -14 -15 15 -17 -18 -19 22 21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.1279527761208784e-06 6.2042650118395879e-08 2.6054411007083089e-06 2.8309749122712446e-06 -1.1550092841346106e-06 -1.9561519029989341e-06 -2.5554715989528634e-06 9.1240207001209027e-07 5.269278688588418e-06 3.9358222280001925e-06 -1.2169053712796086e-05 1.0176011418090119e-05 3.1114299882455785e-06 -3.0656095163892507e-06 3.0006641384802826e-06 1.8214807327391705e-06 -5.3731188472738726e-06 3.9987787726797958e-06 -5.5245913745238796e-06 4.8210759684609786e-06 -2.2017230747906071e-06 -4.8623516249790558e-06 3.1120683464299272e-06 1.7112280049551721e-06 -1.4127835005307465e-06 1.394451149800651e-06 -5.371615119739463e-06 2.6539082318777222e-06 -7.8392807106428599e-08 5.7102681312244391e-06 -4.628171352343434e-06
leaf_weight=24 70 21 32 21 23 20 27 21 22 20 21 23 27 21 30 31 27 20 21 20 22 27 58 22 21 22 20 2333 25 29
leaf_count=24 70 21 32 21 23 20 27 21 22 20 21 23 27 21 30 31 27 20 21 20 22 27 58 22 21 22 20 2333 25 29
internal_value=0 1.65035e-08 -1.17133e-09 1.25162e-06 -2.31356e-08 -8.31584e-09 1.23795e-06 2.81854e-06 -3.72196e-08 -8.82633e-08 6.31257e-07 1.09169e-09 -4.40614e-07 2.35363e-09 -2.55916e-08 -1.0597e-06 6.76878e-07 -1.11695e-06 1.78143e-08 -4.50629e-07 -1.11553e-06 8.50881e-07 -1.59749e-08 1.63166e-06 -4.42238e-08 -2.06726e-06 -8.93359e-09 -3.07155e-08 9.62419e-07 -4.01905e-07
internal_weight=0 3097 3076 53 3023 3000 68 48 2932 2724 208 2704 187 160 2681 108 77 50 2573 139 92 47 2551 43 2508 43 2465 2445 112 87
internal_count=3121 3097 3076 53 3023 3000 68 48 2932 2724 208 2704 187 160 2681 108 77 50 2573 139 92 47 2551 43 2508 43 2465 2445 112 87
is_linear=0
shrinkage=0.1


Tree=6911
num_leaves=31
num_cat=0
split_feature=1429 156 1213 40 130 42 483 479 132 1185 1186 50 399 398 1203 2 131 43 51 51 403 51 1209 1208 0 1209 403 12 12 49
split_gain=8.88655e-09 1.80887e-08 8.70244e-09 8.00848e-09 2.57716e-08 1.89071e-08 1.15059e-08 1.15075e-08 9.27485e-09 4.64965e-08 2.41132e-08 1.39726e-08 1.13533e-08 1.95426e-08 1.07917e-08 1.12182e-08 2.33206e-08 2.11853e-08 9.16111e-09 3.6942e-08 3.56342e-08 7.86094e-08 3.26207e-08 2.51725e-08 6.07292e-08 2.0216e-08 1.38392e-07 1.96815e-08 2.47852e-08 2.17082e-08
threshold=-0.23752499999999996 0.32523500000000005 0.51258500000000007 -0.24620999999999996 -0.22699999999999995 0.15021500000000002 -0.47181499999999993 0.11469500000000001 -0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.09227500000000001 0.091895000000000018 0.10586000000000002 0.087520000000000014 0.089320000000000024 -0.076979999999999979 -0.0051099999999999991 0.094075000000000006 0.090560000000000015 -0.0031149999999999997 0.096505000000000021 0.11495000000000001 0.092250000000000013 -0.070499999999999993 -0.087714999999999987 -0.0047449999999999992 0.094835000000000017 0.10227500000000002 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 10 -10 11 12 14 -14 15 17 -17 -8 19 22 -20 -22 23 25 -25 26 -11 29 -29 -23
right_child=1 -3 -4 4 5 -7 7 -9 9 18 -12 -13 13 -15 -16 16 -18 -19 20 -21 21 27 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-2.0027094638986787e-06 1.9746674956877542e-06 3.0118859910999165e-06 1.9326384379224772e-06 -3.443172938556348e-06 1.9149080660933277e-06 2.4488131118467267e-06 5.7405720305491009e-07 -2.3859597301149432e-06 4.7007882867113773e-06 7.6515373600407418e-06 -3.8862567553873561e-06 -2.4797424089229028e-06 -3.6795816843593346e-06 6.394809991599522e-07 2.5501795697718559e-06 3.8137322962938923e-06 -9.5756780902027983e-07 -3.185974640760121e-06 -3.0258752293668486e-06 -3.1397616975225857e-06 6.4403083421854282e-06 1.8936586982254951e-06 2.9504242231976404e-06 1.2170073367607464e-06 -6.4825538447621512e-06 -8.0090002138763007e-08 -3.6977650492328199e-06 4.8276965760862828e-06 1.8309556821805019e-07 -6.7294722387359319e-07
leaf_weight=22 20 20 23 22 30 31 43 21 21 22 21 26 20 22 21 20 21 23 26 39 23 42 36 21 20 2244 21 20 27 153
leaf_count=22 20 20 23 22 30 31 43 21 21 22 21 26 20 22 21 20 21 23 26 39 23 42 36 21 20 2244 21 20 27 153
internal_value=0 1.42228e-08 -5.24882e-09 -1.98337e-08 -3.29727e-08 -8.08074e-09 -3.36133e-08 -5.34087e-08 -3.67021e-08 1.35803e-08 -6.65812e-07 -3.20764e-07 9.43226e-09 -1.41722e-06 4.77551e-07 7.07735e-08 1.3699e-06 -7.36257e-07 -2.29569e-08 -8.71288e-08 5.06957e-07 8.53575e-07 -3.67681e-08 -8.29618e-08 -2.53888e-06 -3.89336e-08 2.10885e-06 3.22604e-07 2.15952e-06 -1.2014e-07
internal_weight=0 3099 3079 3056 3036 3014 2983 2953 2932 2715 217 196 170 42 128 107 41 66 2694 2403 291 265 2364 2328 41 2287 43 242 47 195
internal_count=3121 3099 3079 3056 3036 3014 2983 2953 2932 2715 217 196 170 42 128 107 41 66 2694 2403 291 265 2364 2328 41 2287 43 242 47 195
is_linear=0
shrinkage=0.1


Tree=6912
num_leaves=31
num_cat=0
split_feature=156 475 1208 11 45 474 45 2 399 1447 1447 160 1210 2 0 160 1447 1446 159 403 132 0 0 47 10 0 403 401 401 0
split_gain=1.11709e-08 1.04328e-08 8.15421e-09 7.92551e-09 1.0231e-08 1.60504e-08 1.16362e-08 8.35819e-09 5.17052e-08 4.69281e-08 4.31876e-08 4.02882e-08 3.40307e-08 4.03709e-08 3.22925e-08 3.10411e-08 3.0201e-08 7.18622e-08 7.49435e-08 6.77038e-08 3.31217e-08 3.9067e-08 3.8134e-08 2.52402e-07 1.46972e-07 8.75968e-08 4.79149e-08 3.38146e-08 5.65289e-08 3.06749e-08
threshold=0.3248100000000001 0.13528000000000004 0.12461500000000002 -0.072629999999999986 0.084355000000000013 0.11568500000000002 0.116775 0.084415000000000004 0.091580000000000009 1.0000000180025095e-35 0.059120000000000013 -0.54200499999999985 -0.14175499999999996 0.084245000000000014 -0.14920999999999998 -0.55248999999999981 -0.086279999999999982 0.083715000000000026 -0.073364999999999986 -0.43370499999999995 -0.083284999999999984 -0.084889999999999979 -0.10224499999999999 0.092710000000000015 -0.013164999999999998 -0.11173999999999999 -0.072624999999999981 0.10711000000000001 0.092045000000000016 -0.094299999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -6 8 9 11 15 -5 -13 14 -14 -9 -16 19 -19 -18 21 -21 23 25 -24 -22 -26 28 29 -28
right_child=-2 -3 -4 4 6 -7 -8 10 -10 -11 -12 12 13 -15 16 -17 17 18 -20 20 22 -23 24 -25 26 -27 27 -29 -30 -31
leaf_value=-1.9217041989620722e-06 -2.1957068989432511e-06 2.2376312504742864e-06 -2.0114744870625144e-06 3.692812932361752e-06 2.9676707799808357e-06 -2.5185128467910546e-06 -1.8568336331141341e-07 -4.0631286810821616e-06 4.9575823694518163e-06 -4.6338271158674623e-06 3.6792320459729431e-06 4.2072964379258333e-06 3.6160072360634455e-06 4.4709142889587388e-06 -3.838327758839714e-06 -1.0377630353262946e-07 -4.6046179752222221e-06 7.9682849874726269e-06 -4.8966822646434599e-07 -5.1875020256341458e-08 -2.3759252565014322e-06 -5.7287544347094475e-06 6.63716732041004e-06 -1.0618252953582155e-05 2.2061215949520376e-06 6.7682063099089822e-06 -3.4362827767425542e-06 2.7977889542777727e-06 -5.7345339179110382e-06 -1.628569604040507e-07
leaf_weight=21 23 21 20 33 25 25 22 20 23 20 30 20 23 20 22 1991 35 22 20 27 20 22 35 23 80 22 31 30 21 374
leaf_count=21 23 21 20 33 25 25 22 20 23 20 30 20 23 20 22 1991 35 22 20 27 20 22 35 23 80 22 31 30 21 374
internal_value=0 1.62965e-08 1.13627e-09 1.43035e-08 2.76949e-08 4.67542e-09 1.49163e-06 2.59574e-08 2.75668e-07 1.56019e-07 -8.69692e-08 2.6488e-07 1.31324e-07 3.27512e-08 -7.72404e-08 -1.43153e-07 -1.85588e-07 -8.01286e-08 3.94069e-06 -3.14676e-07 -9.54821e-08 -2.60068e-06 9.75283e-08 -2.1975e-06 3.58784e-07 2.41386e-06 -5.11849e-08 -4.47204e-07 -6.75724e-07 -4.13415e-07
internal_weight=0 3098 3077 3057 3036 2989 47 2964 923 900 2041 880 847 827 807 2011 784 762 42 720 685 49 636 65 571 42 536 456 426 405
internal_count=3121 3098 3077 3057 3036 2989 47 2964 923 900 2041 880 847 827 807 2011 784 762 42 720 685 49 636 65 571 42 536 456 426 405
is_linear=0
shrinkage=0.1


Tree=6913
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1417 1429 42 475 156 1429 475 157 13 157 157 12 157 1 481 481 133 12 13 474 457 47 1 10 1 3 1
split_gain=9.20151e-09 1.35314e-08 9.73879e-09 8.94245e-09 1.86013e-08 2.82427e-08 1.52165e-08 1.72959e-08 1.45652e-08 1.24196e-08 1.02882e-08 4.81842e-08 3.92077e-08 2.45824e-08 2.34444e-08 1.76605e-08 2.74602e-08 1.75515e-08 1.61843e-08 1.12809e-07 1.5477e-08 1.36693e-08 5.07944e-08 3.64327e-08 4.1116e-08 2.01877e-07 1.82873e-07 3.54145e-08 9.30196e-08 1.16703e-07
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.079519999999999993 -0.069929999999999978 0.084435000000000024 -0.50059999999999982 -0.14064999999999997 -0.026244999999999997 0.051590000000000004 -0.087424999999999989 -0.085384999999999975 -0.086079999999999976 -0.08266999999999998 0.085355000000000014 -0.081579999999999986 0.080000000000000016 -0.15265499999999996 -0.086484999999999992 0.048520000000000008 0.089735000000000023 -0.0034749999999999994 0.089265000000000011 -0.081674999999999984 0.094160000000000008 0.093205000000000024 -1.0000000180025095e-35 0.10684 0.10893000000000001 0.11103500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6 -8 -9 10 11 -10 -12 14 -14 16 -15 -17 19 -19 -13 -20 23 -23 26 -26 -25 -28 29 -29
right_child=1 2 3 4 6 -7 7 8 9 -11 12 20 13 15 -16 17 -18 18 21 -21 -22 22 -24 24 25 -27 27 28 -30 -31
leaf_value=-1.9504974621516643e-06 2.4316357192456847e-06 -1.9686190917127532e-06 -1.9956740991553738e-06 -6.5550947510928385e-07 2.7470467057355562e-06 4.4826578094058355e-06 -2.9513444542317301e-06 -2.5640465000006692e-06 -4.7860229969955987e-06 2.0095972214192209e-06 3.4062929149941361e-06 2.1537053792185035e-06 -3.9150510723805884e-06 4.7371100231430321e-06 3.5334980969475344e-07 -2.3278039684271337e-06 -5.0313642304899989e-07 -2.1558723927165405e-06 -1.5880330093441281e-07 7.6065039411332693e-06 -9.6245624545927809e-07 -4.0389698069986939e-06 4.1799552524873274e-06 -8.56734838284486e-06 1.0629325343167943e-05 -2.6467837202896284e-07 6.7076026992203769e-07 -9.7406384850273762e-06 3.3957444130313284e-06 -8.6224938194502837e-07
leaf_weight=24 23 25 22 20 20 23 20 22 25 31 34 28 31 20 22 32 20 29 1795 20 37 20 33 24 22 75 517 20 30 57
leaf_count=24 23 25 22 20 20 23 20 22 25 31 34 28 31 20 22 32 20 29 1795 20 37 20 33 24 22 75 517 20 30 57
internal_value=0 1.51253e-08 -2.95524e-09 1.3162e-08 2.77621e-08 2.09281e-06 -1.99566e-09 -2.05452e-08 -6.34881e-10 1.86653e-08 -2.68336e-09 -1.05509e-06 3.11318e-08 -1.03411e-08 -2.14326e-06 3.13114e-08 2.11699e-06 1.12035e-10 2.83078e-08 1.82877e-06 3.7989e-07 -5.71557e-09 3.38636e-07 1.72932e-07 2.86003e-07 2.20613e-06 -1.42277e-09 3.28036e-07 -1.32793e-06 -3.16832e-06
internal_weight=0 3097 3074 3049 3027 43 2984 2964 2944 2922 2891 90 2801 2767 53 2714 40 2674 2642 49 65 2593 798 765 745 97 648 624 107 77
internal_count=3121 3097 3074 3049 3027 43 2984 2964 2944 2922 2891 90 2801 2767 53 2714 40 2674 2642 49 65 2593 798 765 745 97 648 624 107 77
is_linear=0
shrinkage=0.1


Tree=6914
num_leaves=31
num_cat=0
split_feature=1429 156 40 130 42 47 132 394 1203 47 49 12 45 11 10 4 51 0 41 12 39 9 10 133 11 0 0 12 1 52
split_gain=9.51157e-09 1.9204e-08 8.40621e-09 1.90587e-08 1.75844e-08 8.07342e-09 7.94483e-09 3.60714e-08 2.05758e-08 1.07451e-08 2.15284e-08 2.97805e-08 1.45813e-08 4.04761e-08 1.56667e-08 1.5606e-07 2.43593e-07 2.33891e-07 1.36617e-08 3.06203e-08 1.44467e-08 2.70696e-08 2.01347e-08 3.77632e-08 1.47111e-08 1.81423e-08 6.08643e-08 4.0472e-08 2.83501e-08 2.79555e-08
threshold=-0.23752499999999996 0.32523500000000005 -0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.14575000000000002 -0.083174999999999985 0.10969000000000002 0.088820000000000024 0.11939500000000002 0.15266500000000002 0.096475000000000019 0.094030000000000016 -0.014494999999999999 -0.011559999999999999 0.053180000000000012 0.081440000000000026 -0.10096999999999999 0.085095000000000018 0.085565000000000016 -1.0000000180025095e-35 0.092235000000000011 0.0036750000000000007 0.087170000000000011 0.097680000000000017 0.11070500000000001 0.062580000000000011 0.086565000000000017 0.10325000000000002 -0.037344999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 8 9 -5 12 11 -11 13 -8 15 16 -15 -17 20 -20 -16 22 24 -24 25 26 -22 -27 29 -29
right_child=1 -3 3 4 -6 -7 7 -9 -10 10 -12 -13 -14 14 18 17 -18 -19 19 -21 21 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-2.0719404031669084e-06 2.0381305978389721e-06 3.1034069718316464e-06 -2.9514075115664377e-06 -2.1389547821639242e-07 2.6986294955122506e-06 -2.0214166036680579e-06 4.2663543581511481e-06 4.2716198140624331e-06 -3.1175906631883015e-06 4.0298360318047345e-06 -1.2546965203560271e-06 -6.6540935056929651e-07 -2.7154102372151104e-06 -1.3775285347605859e-05 2.0841045344610623e-06 1.0879925337050623e-05 1.1677212228278222e-06 -3.2790929462781348e-06 4.210528497949895e-06 -7.9012984133441941e-07 -3.7968455326307501e-08 -2.899216423223765e-06 5.0137438971763585e-06 -9.9014350325887783e-07 -2.4670045567063427e-06 -1.4660421168498162e-06 -5.5791186429132719e-06 -1.5319985514850033e-06 5.4822914980453191e-06 3.6337371343816729e-06
leaf_weight=22 20 20 22 190 24 20 22 20 28 35 26 22 20 20 32 20 24 28 24 25 2236 33 22 20 25 35 20 20 24 22
leaf_count=22 20 20 22 190 24 20 22 20 28 35 26 22 20 20 32 20 24 28 24 25 2236 33 22 20 25 35 20 20 24 22
internal_value=0 1.47155e-08 -5.34741e-09 -1.87078e-08 2.53661e-09 -1.89391e-08 -5.558e-09 4.01072e-08 -5.86847e-07 9.38846e-09 1.12992e-06 2.21764e-06 -2.54184e-08 -5.13188e-09 -4.08629e-08 -1.32279e-06 -5.62455e-06 2.6205e-06 5.60558e-09 1.65917e-06 -2.69476e-08 -5.44419e-08 -1.57136e-08 2.15475e-06 -5.39837e-08 -2.83895e-08 -8.70921e-08 1.28283e-06 2.74056e-06 1.17386e-06
internal_weight=0 3099 3079 3059 3037 3013 2993 2775 218 2755 83 57 2672 2652 2630 92 44 48 2538 49 2489 2457 2424 42 2382 2357 2256 101 66 42
internal_count=3121 3099 3079 3059 3037 3013 2993 2775 218 2755 83 57 2672 2652 2630 92 44 48 2538 49 2489 2457 2424 42 2382 2357 2256 101 66 42
is_linear=0
shrinkage=0.1


Tree=6915
num_leaves=31
num_cat=0
split_feature=472 1429 130 40 132 1203 1185 50 12 0 1429 15 16 151 150 12 3 457 133 34 104 34 133 9 2 16 45 0 52 1
split_gain=1.02102e-08 1.27795e-08 9.27223e-09 1.22851e-08 8.84032e-09 2.18021e-07 1.35714e-07 4.21383e-08 1.21574e-08 1.73375e-08 1.00789e-08 1.12152e-08 9.67218e-09 3.93116e-08 4.16317e-08 2.2751e-08 2.88251e-08 1.8814e-08 1.54133e-08 1.44777e-08 3.0535e-08 1.90505e-08 4.74588e-08 3.20229e-08 3.54265e-08 5.57038e-08 1.4348e-08 1.52712e-08 7.06249e-08 7.17061e-08
threshold=-0.38234499999999999 -0.23587499999999997 -0.23123999999999997 -0.24290999999999999 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.093975000000000017 0.13043000000000002 -0.030209999999999997 -0.094049999999999981 0.17980000000000004 -0.5009849999999999 0.0014250000000000003 0.12068000000000002 0.087005000000000013 -0.084319999999999992 0.085360000000000005 0.087495000000000003 -0.097449999999999981 0.083745000000000014 -0.057544999999999992 0.087495000000000003 0.091600000000000015 -1.0000000180025095e-35 -0.024819999999999998 0.094030000000000016 -0.14226499999999997 -0.080114999999999978 0.096255000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -6 -5 10 -10 -8 12 13 14 15 17 -17 18 -12 -14 21 22 -21 24 25 -23 27 28 -26 -30
right_child=1 2 3 4 6 -7 8 -9 9 -11 11 -13 19 -15 -16 16 -18 -19 -20 20 -22 23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-2.0546466203086312e-06 2.3643212868947835e-06 1.9986485560129157e-06 -2.4870238735275056e-06 8.4953898392216484e-08 -7.8712782686290506e-06 1.0298166524167064e-05 -2.0968986464338187e-06 -4.6556967737117146e-06 3.8355581682480985e-06 -1.902124658361414e-07 -2.0032609473679027e-07 1.7838102277372466e-06 2.6537401048526156e-06 -4.384627346553316e-06 4.1496187554912473e-06 -9.0303291118390115e-07 4.1058108746483419e-06 -4.1588669716929871e-06 -3.017592269316083e-06 5.6576967153887383e-06 -3.8745362701320122e-06 6.7480487950888356e-06 -1.2313409672515265e-06 -2.9899161521435807e-06 -1.4936482255248027e-06 -6.2606278290678309e-07 -2.1312830133337551e-06 -4.5180581740653776e-08 6.0548412921555537e-07 5.7191519051089239e-06
leaf_weight=24 23 23 20 175 22 21 23 21 20 23 87 35 21 25 20 27 20 20 25 20 20 20 20 35 77 21 31 2081 79 42
leaf_count=24 23 23 20 175 22 21 23 21 20 23 87 35 21 25 20 27 20 20 25 20 20 20 20 35 77 21 31 2081 79 42
internal_value=0 1.59098e-08 -1.66127e-09 -1.67406e-08 -4.40509e-10 6.14557e-07 -4.78657e-08 -4.22973e-07 1.37801e-08 1.68224e-06 -1.2318e-08 5.27019e-09 -1.78621e-08 -6.47029e-07 -1.77481e-07 -6.60956e-07 1.22839e-06 -1.33368e-06 -8.2918e-07 3.92654e-08 1.68189e-08 4.88994e-08 2.21318e-06 1.26164e-08 5.7316e-08 2.97106e-06 5.60006e-09 3.46669e-08 8.73872e-07 2.38048e-06
internal_weight=0 3097 3074 3051 3031 217 2814 196 2792 43 2749 2726 2691 224 199 179 47 132 112 2467 2446 2426 40 2386 2351 41 2310 2279 198 121
internal_count=3121 3097 3074 3051 3031 217 2814 196 2792 43 2749 2726 2691 224 199 179 47 132 112 2467 2446 2426 40 2386 2351 41 2310 2279 198 121
is_linear=0
shrinkage=0.1


Tree=6916
num_leaves=31
num_cat=0
split_feature=1429 156 40 130 42 9 33 9 16 34 2 376 13 13 52 51 16 4 2 2 3 0 43 4 13 2 1210 16 129 1182
split_gain=9.59575e-09 1.76568e-08 8.03433e-09 1.73685e-08 1.35379e-08 7.98835e-09 2.43829e-08 1.64874e-08 1.40029e-08 9.01816e-09 2.16995e-08 9.0917e-09 9.90867e-09 4.57298e-08 2.78271e-08 2.8431e-08 3.8204e-08 6.05614e-08 3.43234e-08 3.22738e-08 2.24623e-08 1.60824e-08 4.12538e-08 1.51441e-08 1.33029e-08 2.75141e-08 1.933e-08 1.3251e-08 1.22567e-08 1.63644e-08
threshold=-0.23752499999999996 0.32523500000000005 -0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.092890000000000014 -0.009184999999999997 0.085555000000000006 -0.4179199999999999 -0.08786999999999999 -0.033169999999999991 -0.098069999999999977 0.095710000000000017 0.084330000000000016 -0.53447999999999996 -0.21316999999999997 -0.054549999999999994 -0.026489999999999996 0.080205000000000012 0.08919500000000001 -0.15956499999999998 0.10455500000000001 -0.0047449999999999992 -0.074729999999999977 0.061215000000000012 0.087995000000000004 -0.42132499999999995 -0.092804999999999985 0.11234000000000001 0.086460000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 9 -7 -8 -11 -12 13 20 -14 -16 18 -18 -17 -20 23 24 -23 -13 26 -26 -22 -21 29 -28
right_child=1 -3 3 4 -6 8 7 -9 -10 10 11 12 14 -15 15 16 17 -19 19 27 21 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-2.0810923535402088e-06 1.993306597114497e-06 2.9764362898276891e-06 -2.8171616504964319e-06 -2.9733620177044679e-06 2.3683898433546346e-06 -3.0746075753995684e-07 2.0872198251709053e-06 2.7189256880691657e-06 3.1952821359482189e-06 -2.8139232962790369e-06 -1.9152003878843974e-06 4.2902016616608306e-06 3.4644571519493187e-06 -3.5957426607385266e-06 3.2357432035968045e-06 4.7460092503115449e-06 2.1265076475174281e-07 -5.5315230665969311e-06 -3.3686498670704168e-06 1.7981273589662015e-07 3.0431117314340858e-06 4.8270028483535324e-07 -5.3426411079726679e-06 3.9866137740318669e-07 -4.448584390814858e-06 7.3398225053790072e-07 3.3562245583749096e-10 3.2220370464777013e-06 2.2446219929861401e-06 -2.5716073600108307e-06
leaf_weight=22 20 20 22 28 24 25 20 22 21 28 25 20 30 36 27 20 50 29 20 41 21 31 20 20 20 21 2367 22 24 25
leaf_count=22 20 20 22 28 24 25 20 22 21 28 25 20 30 36 27 20 50 29 20 41 21 31 20 20 20 21 2367 22 24 25
internal_value=0 1.47774e-08 -4.4604e-09 -1.7522e-08 2.7586e-09 -1.60848e-08 -3.63593e-08 -8.37828e-09 1.29162e-06 -2.89476e-08 -4.3557e-08 -1.65196e-08 1.70652e-10 -5.6367e-08 6.16408e-07 2.07597e-07 -2.41634e-07 -1.89597e-06 1.02723e-06 1.31134e-07 -6.76894e-09 -4.39568e-08 -1.80175e-06 2.34443e-06 -7.77948e-09 -1.7941e-06 2.22735e-08 1.24218e-06 -3.98379e-09 -2.65451e-08
internal_weight=0 3099 3079 3059 3037 3013 2967 2939 46 2917 2897 2869 2844 2605 239 209 182 79 103 83 2569 2529 51 40 2478 41 2437 63 2416 2392
internal_count=3121 3099 3079 3059 3037 3013 2967 2939 46 2917 2897 2869 2844 2605 239 209 182 79 103 83 2569 2529 51 40 2478 41 2437 63 2416 2392
is_linear=0
shrinkage=0.1


Tree=6917
num_leaves=31
num_cat=0
split_feature=472 1429 130 39 44 13 155 52 130 51 15 52 2 2 3 12 13 12 12 1 1210 3 128 3 403 1210 4 132 11 0
split_gain=1.10131e-08 1.21349e-08 9.24543e-09 1.22779e-08 8.6785e-09 8.79913e-09 3.85895e-08 3.0038e-08 1.69318e-08 2.84014e-08 3.41222e-08 1.62343e-08 1.39762e-08 1.8462e-08 1.73615e-08 1.57828e-08 1.21448e-08 6.74189e-08 3.95262e-08 1.90586e-08 1.47053e-08 1.225e-08 5.41476e-08 3.85819e-08 2.91347e-08 3.17404e-08 3.20091e-08 4.48492e-08 2.53453e-08 1.96083e-08
threshold=-0.38234499999999999 -0.23587499999999997 -0.23123999999999997 0.15619500000000003 0.087770000000000015 0.095710000000000017 0.13782500000000003 -0.54906499999999991 0.098730000000000026 -0.21316999999999997 -0.14147499999999996 0.11008000000000001 0.095040000000000013 0.080205000000000012 -0.13927999999999999 0.094835000000000017 0.061215000000000012 0.090695000000000012 0.095565000000000011 0.083135000000000014 -0.42132499999999995 -0.094874999999999987 0.085955000000000018 -0.092984999999999984 0.07955000000000001 -1.0000000180025095e-35 -0.04890499999999999 0.081465000000000024 0.077695000000000014 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 16 -7 9 -9 -11 12 13 -12 -14 -15 20 19 -19 -18 -4 22 24 -23 25 -22 27 28 -27 -25
right_child=1 2 3 -5 -6 7 -8 8 -10 10 11 -13 14 15 -16 -17 17 18 -20 -21 21 23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-2.1338859101642053e-06 2.3049595523369376e-06 1.9968395411465082e-06 2.5744681104036072e-06 -2.4851868606745598e-06 1.4638734946181844e-06 4.0766675459219028e-06 -4.4474475144085089e-06 3.8970566607857741e-06 -1.6610706384767583e-06 -2.731574151291418e-06 2.4442558175655124e-06 -1.4401028465726997e-06 7.892014514254697e-07 -2.8559831548591319e-06 4.955909496402455e-06 1.1167680122525781e-06 -2.0537969162216452e-06 4.7603023881492851e-06 -1.1050561983825833e-06 -6.3671260249975608e-06 -2.9821228797968419e-06 -4.3599561173496549e-06 4.871985964672166e-06 -1.2002863708489994e-08 -3.2393608722961056e-06 3.0817227298030049e-06 -8.8450820452930498e-08 6.5087653611261057e-06 -1.5300819892548713e-06 -2.0337512868378808e-06
leaf_weight=24 23 23 22 20 40 22 20 23 40 33 29 25 20 20 20 20 21 20 27 20 23 21 27 2286 23 26 111 21 22 49
leaf_count=24 23 23 22 20 40 22 20 23 40 33 29 25 20 20 20 20 21 20 27 20 23 21 27 2286 23 26 111 21 22 49
internal_value=0 1.65448e-08 -5.77362e-10 -1.56349e-08 6.60382e-10 -1.89078e-08 -7.09333e-08 5.46559e-07 2.08897e-07 6.02574e-07 1.48843e-07 8.582e-07 1.38533e-06 5.23176e-07 2.87256e-06 -8.69608e-07 -3.87412e-08 -1.19435e-06 1.39084e-06 -4.15786e-06 -8.91775e-11 -2.17987e-08 6.39441e-07 -9.28062e-08 1.33783e-07 5.15962e-07 9.62939e-07 2.65431e-06 9.67979e-07 -5.44293e-08
internal_weight=0 3097 3074 3051 3031 2991 2739 252 230 190 167 134 109 69 40 40 2719 88 47 41 2631 2609 253 2356 226 203 180 69 48 2335
internal_count=3121 3097 3074 3051 3031 2991 2739 252 230 190 167 134 109 69 40 40 2719 88 47 41 2631 2609 253 2356 226 203 180 69 48 2335
is_linear=0
shrinkage=0.1


Tree=6918
num_leaves=31
num_cat=0
split_feature=1429 1426 1426 1425 132 15 394 1186 130 1 1 1 147 447 1 1 1 1420 155 1 1 47 0 12 2 457 456 150 457 16
split_gain=9.6161e-09 1.69347e-08 9.71689e-09 8.43243e-09 8.04335e-09 2.11123e-07 1.24125e-07 3.48394e-08 8.57577e-09 1.20689e-08 9.06847e-09 4.00116e-08 4.31916e-08 2.29621e-08 2.09489e-08 7.33706e-08 4.95742e-08 2.18638e-08 4.37757e-08 3.0346e-08 5.25495e-08 3.50882e-08 3.83976e-07 1.23159e-07 8.39258e-08 2.457e-08 2.5294e-08 3.60211e-08 2.92088e-08 3.06214e-08
threshold=-0.23752499999999996 -0.089244999999999977 -0.052649999999999995 0.089180000000000009 -0.083284999999999984 0.091650000000000023 0.12358500000000001 0.0044650000000000011 -0.23123999999999997 0.16540500000000002 0.11039500000000001 0.10920500000000001 0.095485000000000014 0.088380000000000014 0.10557500000000002 0.107145 0.104035 -0.085599999999999996 0.12862000000000004 0.10293500000000001 0.10124500000000002 0.092165000000000011 -0.10224499999999999 0.082095000000000015 -1.0000000180025095e-35 -0.10142499999999997 -0.085409999999999986 0.11156000000000001 0.091495000000000007 -0.14771999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 8 -4 -6 10 11 12 13 14 16 -16 17 -10 19 20 21 24 -23 -24 -19 -26 -27 28 29 -28
right_child=1 2 3 -5 6 -7 -8 -9 9 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 22 23 -25 25 26 27 -29 -30 -31
leaf_value=-2.0833024157179184e-06 2.7793784097825254e-06 -1.766483700293975e-06 -1.1349229959662501e-07 1.9204579609282994e-06 2.0727020215360881e-06 8.8593325825867311e-06 -7.8967635039361999e-06 -4.4322531424865835e-06 -2.7482882536354472e-06 -2.2382226992097761e-06 4.2123295745757466e-07 -4.0458178664266603e-06 3.8799651065346552e-06 -2.5425739180091853e-06 -5.0915388813417162e-06 1.2639774596232786e-06 4.8613663494734283e-06 4.6633874326755929e-06 4.6724417205723513e-06 -2.991418237824666e-06 4.4878179494389768e-06 -1.3664084336927443e-05 7.7074108871567582e-06 -8.3472018189261917e-07 -3.1382424112962325e-06 3.2431113974477434e-06 -1.3979102715365042e-06 -3.2487609212908226e-06 2.7798117152518613e-06 1.0734974038378765e-07
leaf_weight=22 22 31 169 23 20 27 20 21 29 24 456 25 28 37 34 39 21 39 20 34 26 22 21 86 25 24 148 34 38 1556
leaf_count=22 22 31 169 23 20 27 20 21 29 24 456 25 28 37 34 39 21 39 20 34 26 22 21 86 25 24 148 34 38 1556
internal_value=0 1.47881e-08 -4.97822e-09 1.29491e-08 -1.56385e-09 5.84998e-07 -4.69252e-08 -5.90829e-07 9.42688e-09 -5.49196e-09 1.40505e-08 -6.71722e-08 -2.31801e-08 -7.21224e-08 -3.04982e-08 -1.69613e-06 2.6775e-08 -2.1525e-08 1.66208e-08 -2.87355e-08 2.11562e-08 -3.71144e-08 -1.63209e-06 8.41773e-07 7.32678e-08 -2.48224e-08 1.84195e-08 -2.51574e-08 3.77602e-08 -2.33888e-08
internal_weight=0 3099 3077 3046 3023 217 2806 190 2786 2766 2742 2286 2261 2233 2196 73 2123 2102 2073 2053 2019 1993 129 107 1864 1825 1800 1776 1742 1704
internal_count=3121 3099 3077 3046 3023 217 2806 190 2786 2766 2742 2286 2261 2233 2196 73 2123 2102 2073 2053 2019 1993 129 107 1864 1825 1800 1776 1742 1704
is_linear=0
shrinkage=0.1


Tree=6919
num_leaves=31
num_cat=0
split_feature=472 1429 156 51 156 475 12 156 157 1375 160 1371 12 1 49 159 474 4 456 15 15 16 1 15 15 402 1 15 390 15
split_gain=1.07689e-08 1.1583e-08 9.18856e-09 1.88059e-08 1.16702e-08 1.09315e-08 2.02578e-08 1.18322e-08 7.5474e-08 5.25172e-08 3.06562e-08 2.77326e-08 2.59941e-08 3.481e-08 3.08436e-08 1.79719e-08 3.14481e-08 2.07893e-08 1.77215e-08 1.26602e-08 6.98557e-08 1.12304e-07 4.61111e-08 4.85173e-07 2.19973e-07 3.44311e-08 3.10369e-08 2.49071e-08 2.28806e-08 2.32532e-08
threshold=-0.38234499999999999 -0.23587499999999997 0.12734000000000004 -0.093639999999999987 0.12061500000000001 0.051590000000000004 0.086565000000000017 0.08759500000000002 -0.086284999999999987 -0.064299999999999982 -0.087694999999999981 0.083235000000000017 0.086915000000000006 0.091535000000000019 0.093655000000000002 0.091005000000000016 0.089745000000000019 0.50996500000000011 0.11078000000000002 -0.10203999999999998 -0.096999999999999989 -0.097644999999999996 0.092695000000000013 -0.11033999999999998 -0.11033999999999998 0.090045000000000014 0.10439500000000002 -0.14147499999999996 0.088375000000000023 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 7 -7 11 -9 -10 -11 18 15 14 -14 -12 -17 -18 19 22 21 -21 24 25 -3 26 -24 -28 29 -22
right_child=1 2 3 -5 -6 6 -8 8 9 10 12 -13 13 -15 -16 16 17 -19 -20 20 28 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.1101034822853155e-06 2.2521272413818539e-06 6.2897289481309198e-07 6.4669079877365317e-07 -3.5853771819239187e-06 2.4275830128317466e-06 -9.7635201386351999e-07 2.9180350766717526e-06 -5.3853598594362968e-06 4.3763346255332179e-06 2.5545301624603139e-06 1.3830081499893116e-06 2.876811935065609e-06 -7.205946478734404e-06 6.933044728896221e-07 -1.7187591809141894e-06 -4.0916579886622152e-06 2.7735492426472775e-06 -1.731370937141903e-06 -2.9628285599869744e-06 2.0203825938226926e-06 2.2764832690718109e-06 -7.390928428563371e-06 -2.1378625337762827e-06 1.5893950864578768e-05 -9.9181369972464623e-06 -3.2600593882576776e-06 5.8079801121603332e-07 3.9986879362648628e-06 2.8031184949727194e-06 -7.3111553040205894e-08
leaf_weight=24 23 141 21 21 20 22 34 30 24 27 45 34 20 20 21 24 20 21 20 21 43 32 38 21 23 27 191 24 29 2060
leaf_count=24 23 141 21 21 20 22 34 30 24 27 45 34 20 20 21 24 20 21 20 21 43 32 38 21 23 27 191 24 29 2060
internal_value=0 1.63515e-08 -3.76853e-10 -1.46934e-06 1.99716e-08 3.98483e-09 1.3881e-06 -2.22365e-08 -6.77601e-07 -4.14174e-08 -5.76903e-07 3.88404e-08 -1.07134e-06 -2.727e-06 -4.39544e-06 -1.53202e-07 -1.21673e-06 4.66151e-07 2.70139e-09 2.50828e-08 -7.57493e-08 -3.66192e-06 4.98885e-07 1.23393e-06 -8.50195e-07 1.34431e-07 4.96688e-07 9.6233e-07 1.34003e-08 -2.50694e-08
internal_weight=0 3097 3074 42 3032 3012 56 2956 252 222 198 2704 171 61 41 110 65 41 2670 2650 2185 53 465 301 164 280 253 215 2132 2103
internal_count=3121 3097 3074 42 3032 3012 56 2956 252 222 198 2704 171 61 41 110 65 41 2670 2650 2185 53 465 301 164 280 253 215 2132 2103
is_linear=0
shrinkage=0.1


Tree=6920
num_leaves=31
num_cat=0
split_feature=1429 156 401 1213 13 2 160 160 1212 160 51 1372 131 3 481 52 1446 474 133 1447 1447 160 15 1426 482 42 43 13 133 12
split_gain=9.58897e-09 1.63294e-08 8.80941e-09 1.05004e-08 4.3472e-08 4.19045e-08 9.54106e-09 7.11844e-08 3.63436e-08 3.04346e-08 1.42033e-07 4.0889e-08 2.96482e-08 1.1123e-07 9.6829e-08 3.10787e-08 2.82981e-08 5.75595e-08 4.18854e-08 2.81233e-08 4.34872e-08 3.79329e-08 2.33495e-08 2.28637e-08 2.26671e-08 3.48887e-08 5.13747e-08 7.23829e-08 4.28929e-08 2.19706e-08
threshold=-0.23752499999999996 0.32523500000000005 0.13837000000000002 0.17417500000000002 -0.084319999999999992 0.085625000000000021 -0.090484999999999996 -0.088854999999999976 0.087615000000000012 -0.085764999999999994 -0.085604999999999987 -0.065504999999999994 0.089415000000000008 -0.069009999999999974 -0.085629999999999984 0.40411000000000002 0.085345000000000018 0.088710000000000011 0.084415000000000018 -0.086359999999999978 -0.085539999999999991 0.0046300000000000013 -0.015039999999999998 -0.081389999999999976 0.090355000000000005 0.087665000000000007 -0.080554999999999974 -0.078704999999999983 0.087285000000000015 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 8 -8 12 10 -9 -11 14 15 -2 -14 17 24 22 21 -21 -13 -18 -22 25 28 -27 -28 29 -16
right_child=1 -3 -4 4 5 -7 7 9 -10 11 -12 19 13 -15 16 -17 18 -19 -20 20 23 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-2.0803567969225739e-06 6.508123315260773e-06 2.8629326959617177e-06 -2.0448912989325309e-06 5.0303317818491327e-06 -3.7934166887983645e-06 2.0721049316048737e-06 -5.3006146992209746e-06 8.5247668142652731e-06 -3.3124529909400736e-06 -4.0383647478629083e-06 -1.7871124241002476e-06 5.1339811022899086e-06 -9.4711846259087913e-07 -6.9755995676369709e-06 1.9283587524417572e-06 4.2563588199196934e-06 2.5985319604677156e-06 5.8278606037344047e-06 -5.2097418711127835e-06 -4.5232179541120454e-06 -3.4230850951644245e-06 -7.6278650112726615e-07 -2.1225018781478867e-06 -2.747470063697951e-08 2.8299087988317399e-06 -5.555737522192193e-06 -3.06567999799764e-06 4.3383822314709785e-06 4.2046524812934821e-06 -9.4958812266238769e-07
leaf_weight=22 29 20 21 21 21 29 26 22 25 26 34 24 24 23 42 22 22 22 20 22 20 20 20 2326 36 23 31 23 33 72
leaf_count=22 29 20 21 21 21 29 26 22 25 26 34 24 24 23 42 22 22 22 20 22 20 20 20 2326 36 23 31 23 33 72
internal_value=0 1.47722e-08 -3.72839e-09 1.02888e-08 1.2122e-06 -3.91414e-07 -1.82803e-08 -9.5218e-08 3.96886e-07 -4.09516e-08 2.26398e-06 -9.38951e-08 6.06691e-07 -1.29753e-06 9.58947e-07 1.5415e-06 4.91138e-07 9.16414e-07 -1.44318e-06 -5.1376e-08 -9.79217e-08 2.45363e-06 3.50421e-07 -5.64228e-08 5.0083e-07 1.26513e-07 -1.59786e-06 8.79021e-08 1.02976e-06 1.10708e-07
internal_weight=0 3099 3079 3058 71 50 2987 2520 467 2494 56 2438 442 69 373 46 344 282 62 2412 2368 44 42 2346 260 224 77 54 147 114
internal_count=3121 3099 3079 3058 71 50 2987 2520 467 2494 56 2438 442 69 373 46 344 282 62 2412 2368 44 42 2346 260 224 77 54 147 114
is_linear=0
shrinkage=0.1


Tree=6921
num_leaves=31
num_cat=0
split_feature=156 1428 130 130 52 2 43 394 394 16 133 133 15 132 43 1204 50 132 16 16 3 0 0 4 0 1 14 2 51 1428
split_gain=1.05132e-08 1.14445e-08 8.21653e-09 4.90555e-08 3.33084e-08 2.8358e-08 2.71632e-08 2.71e-08 6.19851e-08 2.00158e-08 2.60488e-08 1.94874e-08 1.70256e-08 1.27883e-08 2.61306e-07 1.70242e-07 4.17849e-08 1.4017e-08 1.30099e-08 1.64324e-08 2.40038e-08 1.15868e-08 1.18995e-08 1.92394e-08 1.92024e-08 5.57105e-08 1.16094e-08 4.52061e-08 4.40984e-08 2.51364e-08
threshold=0.3248100000000001 0.10668500000000002 -0.0091299999999999975 -0.0048749999999999991 0.10611000000000001 0.084515000000000021 -0.24021999999999996 -0.0065099999999999993 -0.14580499999999996 -0.084939999999999988 -0.016679999999999997 -0.088234999999999994 0.084905000000000022 -0.083284999999999984 -0.011694999999999999 -0.082199999999999981 0.09227500000000001 -0.010289999999999999 -0.095094999999999985 -0.073404999999999984 -0.064674999999999983 0.22582000000000002 0.13134000000000004 -0.35136499999999998 0.10455500000000001 0.103565 -0.23960999999999996 0.10402500000000002 0.080335000000000018 -0.071779999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 9 -7 8 -5 10 -1 -8 -13 14 -9 -15 18 -17 -16 -20 -21 22 24 -24 26 -26 27 -19 -29 -28
right_child=-2 -3 3 7 -6 6 11 13 -10 -11 -12 12 -14 15 16 17 -18 21 19 20 -22 -23 23 -25 25 -27 29 28 -30 -31
leaf_value=3.2035676847878374e-06 -2.1300881994450364e-06 2.4001998758649282e-06 -3.570018981818999e-06 -5.7056643451384543e-07 4.4657056531605123e-06 -3.6065571748622463e-06 -2.6074122635454053e-06 9.9965935410532092e-06 5.9111121058776924e-06 3.8657614795654276e-06 -9.8365307260395738e-07 -2.6366733007933838e-07 2.7524357072387059e-06 -7.8541877061054177e-06 -2.1215301913457553e-06 2.6230290677631278e-06 -4.4733259987542283e-06 4.2247757142655656e-06 2.6053526347333484e-06 -1.9956271933728608e-06 2.2585561056519598e-06 -2.4321857381437439e-06 2.9661085189865957e-06 -8.5164889159469498e-07 -5.9555668074262073e-06 5.2547829728016243e-07 -2.9769912920340268e-06 1.2083671706745117e-06 -4.3320239876720733e-06 -1.4060856339868836e-08
leaf_weight=24 23 20 39 36 20 26 23 26 25 27 39 61 27 28 24 20 27 31 26 36 21 20 33 22 21 36 29 51 20 2260
leaf_count=24 23 20 39 36 20 26 23 26 25 27 39 61 27 28 24 20 27 31 26 36 21 20 33 22 21 36 29 51 20 2260
internal_value=0 1.5815e-08 3.21963e-10 -4.79382e-08 5.53457e-07 2.08766e-07 -6.97145e-07 1.25997e-09 2.08586e-06 1.58776e-06 6.11479e-07 -1.56615e-08 6.61728e-07 -4.53019e-08 8.22132e-07 -9.92846e-08 -9.57987e-07 -1.38983e-08 -7.09388e-08 5.22003e-07 -4.28297e-07 -3.48015e-08 -1.56454e-08 1.43901e-06 -4.83275e-08 -1.86228e-06 -5.08406e-09 1.03877e-06 -3.52306e-07 -5.15991e-08
internal_weight=0 3098 3078 2831 247 227 137 2792 61 90 63 111 88 2731 160 2571 134 2543 107 83 57 2523 2503 55 2448 57 2391 102 71 2289
internal_count=3121 3098 3078 2831 247 227 137 2792 61 90 63 111 88 2731 160 2571 134 2543 107 83 57 2523 2503 55 2448 57 2391 102 71 2289
is_linear=0
shrinkage=0.1


Tree=6922
num_leaves=31
num_cat=0
split_feature=1420 155 132 1185 1203 1186 132 132 42 12 4 481 2 159 403 3 13 403 403 403 1210 1213 42 52 1209 42 401 0 1213 1210
split_gain=8.8957e-09 2.07294e-08 8.47287e-09 5.17411e-08 3.31532e-08 1.03881e-08 9.11068e-09 2.3199e-08 1.4115e-08 2.30872e-08 9.0975e-09 8.0125e-09 8.58973e-08 2.0464e-07 3.51835e-08 2.79475e-08 2.86609e-08 1.49054e-08 2.0315e-08 2.20576e-08 1.30808e-08 7.40823e-08 1.78572e-07 1.10229e-07 1.76344e-08 2.2038e-08 1.14025e-08 6.54116e-08 2.92763e-08 2.00056e-08
threshold=0.056520000000000008 0.14547000000000002 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.010834999999999999 -0.41127499999999995 -0.44750499999999993 -0.074124999999999983 0.095780000000000018 -0.07712999999999999 -0.087424999999999989 0.092875000000000013 -0.085489999999999997 -0.55327499999999985 -0.085709999999999995 -0.082574999999999982 -0.54856499999999986 -0.53960999999999981 -0.53255499999999989 -0.077744999999999995 -0.090764999999999985 0.087075000000000014 0.084240000000000023 -0.065739999999999979 0.089625000000000024 -0.078179999999999986 -0.071719999999999992 -1.0000000180025095e-35 0.094410000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 -7 10 -10 -8 12 13 -5 -13 -15 -17 -16 -19 -20 21 -21 23 -23 25 -22 27 28 -26 -28
right_child=-2 -3 3 11 -6 6 8 -9 9 -11 -12 14 -14 15 17 16 -18 18 19 20 24 22 -24 -25 26 -27 29 -29 -30 -31
leaf_value=1.6426218491817836e-06 -1.9593912433581704e-06 2.9420524185752583e-06 4.9834239732826109e-06 -1.0862953346683451e-05 -3.8200567867566603e-06 -1.0125682422312822e-06 -9.3462441896008387e-07 3.3290006791730775e-06 -6.8313809225418048e-07 -4.6604473072875407e-06 2.0815826599118737e-06 3.5607159345220553e-06 4.6882616242204346e-06 3.6470378381636694e-06 -2.4328307364385186e-06 -3.6218286652456301e-06 1.6676414523837076e-06 3.1954569408298994e-06 -3.2317004340819991e-06 -2.8642167716070084e-06 -4.5986407625465433e-08 3.1393442407500482e-06 8.3741087289099322e-06 -6.3963582569861264e-06 1.2571834386934909e-06 -4.4613149583483391e-06 4.4944321880820661e-09 5.6824056489700604e-06 -3.3904454856225208e-06 -2.5524856148935683e-06
leaf_weight=28 23 24 21 21 28 32 20 20 54 20 20 28 22 20 25 20 21 20 21 34 26 27 33 22 33 20 2361 23 23 31
leaf_count=28 23 24 21 21 28 32 20 20 54 20 20 28 22 20 25 20 21 20 21 34 26 27 33 22 33 20 2361 23 23 31
internal_value=0 1.45409e-08 -8.31538e-09 3.80043e-08 -6.03377e-07 -1.39113e-07 -4.39647e-07 6.57266e-07 -9.39993e-07 -1.75809e-06 5.73479e-07 1.31975e-09 -8.6015e-07 -2.34875e-06 3.41738e-08 5.82371e-07 -9.12588e-07 -2.41134e-09 2.03114e-08 -3.6159e-09 2.21303e-08 1.06038e-06 2.68766e-06 -1.14199e-06 -2.57193e-08 -1.96569e-06 1.03952e-08 1.19243e-06 -6.51664e-07 -2.86437e-08
internal_weight=0 3098 3074 2852 222 194 166 52 114 74 40 2831 104 82 2727 61 41 2699 2674 2654 2633 116 82 49 2517 46 2471 79 56 2392
internal_count=3121 3098 3074 2852 222 194 166 52 114 74 40 2831 104 82 2727 61 41 2699 2674 2654 2633 116 82 49 2517 46 2471 79 56 2392
is_linear=0
shrinkage=0.1


Tree=6923
num_leaves=31
num_cat=0
split_feature=1429 156 474 1429 474 1455 52 42 2 16 1447 474 1456 474 474 481 2 0 481 1447 1456 2 1455 482 12 39 42 2 1210 2
split_gain=8.68093e-09 1.62824e-08 8.94505e-09 4.48612e-08 2.40017e-08 1.65929e-08 2.65811e-08 1.30565e-08 4.49116e-08 2.50463e-08 1.03258e-08 4.19166e-08 3.102e-08 2.31274e-08 2.19549e-08 1.31566e-08 6.35122e-08 1.5233e-07 2.97036e-08 2.17364e-08 2.85104e-08 3.93399e-08 2.53751e-08 2.44339e-08 8.17657e-08 3.86754e-08 1.74073e-08 1.35433e-08 7.43886e-08 6.34772e-08
threshold=-0.23752499999999996 0.32523500000000005 0.090440000000000006 -0.0061799999999999989 0.089130000000000015 0.078065000000000009 -0.54533999999999982 0.088295000000000012 0.10327000000000001 0.057265000000000003 -0.086849999999999997 0.088290000000000021 0.085185000000000011 0.08708500000000001 0.085860000000000006 -0.087424999999999989 0.091545000000000015 -0.086554999999999979 -0.085629999999999984 -0.085709999999999995 -0.11085999999999999 0.087675000000000017 -0.088874999999999982 0.090355000000000005 0.094225000000000017 0.15619500000000003 0.086135000000000003 0.084755000000000011 -0.14175499999999996 0.084985000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 10 6 -5 9 -9 -8 12 13 -2 14 15 16 17 -12 -17 -20 21 -21 -22 25 26 27 -25 28 -24 -29
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leaf_value=-1.9794171139024414e-06 -1.9714521435385253e-07 2.8581000361782572e-06 -5.030730205932276e-06 3.6723462903864859e-06 3.0631902116231053e-06 -2.5481700172728479e-06 2.5961850483189195e-06 -5.1350898117163982e-06 1.2812140084861314e-06 -1.0852815085811362e-06 2.2954271195445658e-06 -4.0168257695628339e-06 4.1361973520300434e-06 3.4054214802381467e-06 -2.9574047312053154e-06 3.4202439031525079e-06 3.4007540231565752e-06 -8.2317962648760715e-06 -3.1808225338907161e-06 5.577472924239208e-06 -2.9404442118212851e-06 1.1826467457329713e-07 5.9630799114529511e-06 1.1590916509855258e-06 6.5995536734438549e-06 -4.2903951864337577e-06 -2.8354935355423554e-06 -4.4861074839404457e-06 1.9147178696582447e-07 -5.5307298763837043e-08
leaf_weight=22 53 20 21 20 26 24 33 20 24 42 27 26 24 20 25 26 21 28 21 22 29 33 23 24 24 21 20 33 768 1601
leaf_count=22 53 20 21 20 26 24 33 20 24 42 27 26 24 20 25 26 21 28 21 22 29 33 23 24 24 21 20 33 768 1601
internal_value=0 1.40443e-08 -4.42958e-09 -6.80516e-07 3.8541e-08 -1.20058e-07 2.99184e-07 -2.67734e-07 -1.63529e-06 5.34564e-07 1.11304e-08 -2.03749e-08 1.15351e-06 1.71911e-08 -7.48644e-09 1.96168e-08 -1.2776e-06 -3.06389e-06 5.68905e-08 2.35009e-08 4.94019e-08 2.30195e-06 6.83867e-10 3.4611e-08 1.90438e-06 -1.73694e-08 -6.56629e-07 1.96341e-08 3.59294e-07 -1.44791e-07
internal_weight=0 3099 3079 184 2895 163 139 119 44 75 2869 2792 77 2766 2746 2721 76 55 2645 2619 2598 55 2543 2514 68 2446 44 2425 791 1634
internal_count=3121 3099 3079 184 2895 163 139 119 44 75 2869 2792 77 2766 2746 2721 76 55 2645 2619 2598 55 2543 2514 68 2446 44 2425 791 1634
is_linear=0
shrinkage=0.1


Tree=6924
num_leaves=31
num_cat=0
split_feature=156 474 16 52 133 133 3 3 484 484 131 52 52 484 51 0 43 3 42 48 130 39 374 2 1447 2 15 2 2 2
split_gain=1.01416e-08 1.05057e-08 8.39385e-09 3.34104e-08 2.10568e-08 4.85807e-08 3.01911e-08 3.23928e-08 2.59475e-08 4.26646e-08 4.7496e-08 3.91475e-08 5.28573e-08 3.49863e-08 2.77957e-08 2.38893e-08 2.75621e-08 3.42778e-08 1.9718e-08 1.99593e-08 1.73305e-08 2.0287e-08 1.56379e-08 1.52207e-08 8.87838e-08 7.40816e-08 7.74235e-08 6.58165e-08 1.31776e-07 7.32396e-08
threshold=0.3248100000000001 0.11986500000000001 0.0065250000000000004 -0.21968999999999997 0.089595000000000022 0.087625000000000022 -0.091354999999999978 -0.082484999999999989 -0.078424999999999981 -0.017214999999999998 0.10340500000000001 0.11434500000000002 0.084505000000000011 -0.093244999999999981 -0.015099999999999997 -0.080499999999999988 -0.077604999999999993 -0.072894999999999988 0.10705500000000003 0.083685000000000009 -0.22699999999999995 0.12768500000000002 0.089535000000000017 0.091055000000000011 0.040965000000000008 0.090425000000000019 -0.012384999999999998 0.093175000000000022 0.092635000000000009 0.093680000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -6 -8 13 -10 11 12 18 14 -4 -9 -17 -18 19 -11 -5 22 23 24 25 -22 -27 28 -25 -29
right_child=-2 -3 4 20 6 -7 7 15 9 10 -12 -13 -14 -15 -16 16 17 -19 -20 -21 21 -23 -24 27 -26 26 -28 29 -30 -31
leaf_value=4.0649655542914668e-06 -2.0921092824289153e-06 2.2446034476853949e-06 1.6929389150593329e-06 -2.7351256609232555e-06 -3.9808498458472917e-06 4.3102006602566689e-06 3.1075007245817685e-06 -4.2171460281989226e-06 4.0904372781369607e-06 -4.293274531481635e-07 -4.0686880969713398e-06 3.2221800026761503e-06 -4.9427140962424433e-06 -5.184707939436165e-06 -3.0954935233105313e-06 -3.0863820264433646e-06 3.0726265761889712e-06 -1.476022845588739e-06 2.8742242506041293e-06 1.6033795294012227e-06 1.2296765573491746e-07 3.2559535239329313e-06 -2.5960876066412973e-06 8.9958368241778198e-07 -5.7890600727559009e-06 5.0738045891713623e-08 -8.6429439807034208e-06 -5.5994446194579893e-06 9.4535545115278466e-06 2.664635107320992e-07
leaf_weight=21 23 21 27 22 33 25 20 22 25 289 29 37 22 23 22 30 30 37 24 58 1388 20 22 83 27 21 20 22 23 655
leaf_count=21 23 21 27 22 33 25 20 22 25 289 29 37 22 23 22 30 30 37 24 58 1388 20 22 83 27 21 20 22 23 655
internal_value=0 1.55273e-08 3.14247e-10 9.43291e-08 -2.89846e-07 -2.12235e-09 -1.26175e-06 -6.16207e-07 -1.96022e-07 6.74622e-08 -1.51654e-07 1.12518e-07 -1.80249e-07 -1.96722e-06 -4.5697e-07 -1.24204e-06 -5.67273e-07 5.60686e-07 1.02161e-07 -8.95666e-08 5.81227e-08 8.50632e-08 5.70147e-08 8.30836e-08 -1.08117e-07 -7.79758e-10 -4.19008e-06 4.38625e-07 2.75563e-06 7.58432e-08
internal_weight=0 3098 3077 2324 753 581 172 139 556 484 459 430 393 72 49 119 97 67 371 347 2303 2281 2261 2239 1456 1429 41 783 106 677
internal_count=3121 3098 3077 2324 753 581 172 139 556 484 459 430 393 72 49 119 97 67 371 347 2303 2281 2261 2239 1456 1429 41 783 106 677
is_linear=0
shrinkage=0.1


Tree=6925
num_leaves=31
num_cat=0
split_feature=130 39 472 1429 1425 1429 1429 0 1429 475 42 16 1374 151 1453 13 13 1447 16 160 16 52 52 13 158 42 51 1 3 13
split_gain=9.18752e-09 1.25931e-08 8.37285e-09 1.12981e-08 8.36535e-09 1.2319e-08 2.75858e-08 1.86012e-08 1.13694e-08 1.11431e-08 9.45897e-09 1.09053e-08 3.5745e-08 5.88459e-08 2.47582e-08 3.22947e-08 1.7669e-07 4.30839e-08 3.82198e-08 3.81749e-08 7.01765e-08 3.16491e-08 4.22852e-08 6.09283e-08 9.92789e-08 2.42967e-08 3.02869e-08 3.70808e-08 4.64428e-08 3.68258e-08
threshold=-0.23123999999999997 0.15619500000000003 -0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.054654999999999988 -0.081234999999999988 -0.08841499999999998 -0.0065149999999999991 0.051590000000000004 -0.23108499999999998 -0.0094449999999999968 0.087110000000000007 -0.40381499999999992 -0.079219999999999985 -0.087324999999999986 -0.085744999999999988 -0.079489999999999991 0.0073350000000000004 -0.061284999999999992 0.029300000000000003 0.5140450000000002 0.091275000000000009 -0.051094999999999995 -0.46778499999999995 -0.106335 -0.034734999999999995 0.10557500000000002 -0.012939999999999998 0.086705000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -7 10 -10 -12 13 -13 -15 19 -17 18 -18 -16 -21 22 25 24 -24 -19 29 28 -28 -27
right_child=1 -3 3 4 -6 8 -8 -9 9 -11 11 12 -14 14 15 16 17 21 -20 20 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=1.9912610454135261e-06 -1.8590425046483007e-06 -2.5159674032693147e-06 2.2240767906544574e-06 2.2919608505844734e-06 -1.9005406932631994e-06 -2.3954818317406537e-06 3.839378190504148e-06 -1.5956445864162561e-06 1.5855059441744539e-06 1.7212971120234461e-06 9.0944167839037506e-08 5.133734019864278e-06 -4.3098327461683018e-06 2.6886572536218759e-06 -1.3118645953606273e-06 -8.637875530607912e-06 5.8796702683139307e-06 -2.7038806998662886e-06 -2.2850246285174981e-07 7.1440611505253898e-06 5.4144821933258909e-07 2.8308185619607687e-06 -2.9111165314957149e-07 2.5063201811852715e-07 -9.7060933569537169e-06 -1.3659247678494426e-06 4.7257076879665925e-07 -2.2745334490537062e-06 4.6253164660114983e-06 2.2428889508319118e-06
leaf_weight=23 24 20 23 20 23 20 27 32 36 37 1909 20 22 26 45 27 20 43 21 22 60 26 21 35 24 243 170 38 32 32
leaf_count=23 24 20 23 20 23 20 27 32 36 37 1909 20 22 26 45 27 20 43 21 22 60 26 21 35 24 243 170 38 32 32
internal_value=0 -1.47875e-08 1.46448e-09 1.60854e-08 -6.69446e-10 1.38575e-08 1.2461e-06 -1.00412e-07 -1.93781e-08 -3.04188e-09 -2.52566e-08 -4.57035e-08 -3.27106e-07 -2.30289e-07 -3.51509e-07 -4.43528e-07 -6.98925e-07 -3.9488e-07 2.75109e-06 1.02852e-06 2.31288e-06 -5.89135e-07 -7.28506e-07 -2.87859e-06 -5.31244e-06 -4.2025e-07 -2.29577e-07 5.91312e-07 1.13043e-06 -9.4599e-07
internal_weight=0 3098 3078 3054 3031 3008 79 52 2929 2909 2872 2836 927 905 885 859 732 705 41 127 82 664 638 80 45 558 515 240 202 275
internal_count=3121 3098 3078 3054 3031 3008 79 52 2929 2909 2872 2836 927 905 885 859 732 705 41 127 82 664 638 80 45 558 515 240 202 275
is_linear=0
shrinkage=0.1


Tree=6926
num_leaves=31
num_cat=0
split_feature=1429 1426 1426 1425 132 1185 1203 1186 12 12 4 1212 1210 12 133 133 3 480 4 1455 1454 160 480 3 150 1 13 13 1213 4
split_gain=9.29352e-09 1.90395e-08 8.84387e-09 8.3275e-09 7.79553e-09 4.11961e-08 2.64139e-08 8.40576e-09 8.33132e-09 4.2119e-08 3.37404e-08 2.74602e-08 6.95875e-08 1.03314e-07 2.68587e-08 7.44654e-08 4.47474e-08 4.70484e-08 4.27189e-08 3.88913e-08 4.70527e-08 3.83056e-08 9.73683e-08 3.66196e-08 3.78478e-08 5.56828e-08 3.58747e-08 5.08287e-08 4.04382e-08 4.02781e-08
threshold=-0.23752499999999996 -0.089244999999999977 -0.052649999999999995 0.089180000000000009 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.010834999999999999 0.086420000000000011 0.086850000000000024 -0.080094999999999986 -0.088629999999999987 -0.053799999999999994 0.085195000000000007 0.09112000000000002 0.089755000000000015 -0.10831999999999999 0.10344000000000002 -0.084564999999999987 0.10582500000000002 0.081720000000000015 -0.54784999999999984 0.11303500000000001 -0.047929999999999993 0.12765500000000005 0.13436000000000001 -0.082574999999999982 -0.080344999999999986 0.104315 -0.081714999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 7 -4 11 10 -10 -7 13 -13 15 19 -16 18 -18 20 21 -11 23 24 25 -23 -20 -28 29 -29
right_child=1 2 3 -5 5 8 -8 -9 9 14 -12 12 -14 -15 16 -17 17 -19 26 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-2.0480712412956396e-06 2.945892183380362e-06 -1.6869418679503255e-06 1.4428223364250569e-06 1.9062760977160157e-06 4.453748269519392e-06 2.6270246939261332e-06 -3.4462507073840244e-06 -4.3190466719392675e-07 5.9532837419531217e-06 4.2785284034360538e-06 7.2005289228270296e-07 7.0464415590062607e-07 -1.1514951861532483e-07 -9.2147577214789282e-06 -4.6061671888799961e-06 6.2485305577519325e-06 3.121529595106447e-06 -4.6253972480296097e-06 -3.267634800370919e-06 3.9031670707702557e-06 -3.7755405992356828e-06 3.9799586645106186e-07 -6.5835022361343799e-06 -3.0134392687841682e-06 -3.8652366333735704e-06 5.3885827741317415e-06 4.4736776524824444e-06 -4.5951134325150637e-06 3.4318966877435743e-06 -3.7568338809381075e-07
leaf_weight=22 22 31 28 23 21 34 28 164 22 23 28 21 1220 21 26 21 38 24 39 28 30 800 21 32 20 23 23 25 25 238
leaf_count=22 22 31 28 23 21 34 28 164 22 23 28 21 1220 21 26 21 38 24 39 28 30 800 21 32 20 23 23 25 25 238
internal_value=0 1.4528e-08 -6.43068e-09 1.06724e-08 -3.75004e-09 4.12387e-08 -5.76947e-07 -1.58507e-07 7.93073e-09 1.69542e-07 3.02267e-06 -1.77373e-07 -2.52928e-07 -4.25506e-06 7.01988e-08 3.56707e-07 -5.82621e-07 -3.28708e-07 -6.29333e-08 2.30066e-07 1.21692e-07 2.48914e-07 1.45475e-07 3.06971e-07 4.33012e-07 5.37465e-07 -4.08675e-07 -5.01559e-08 -4.11434e-07 -7.7677e-07
internal_weight=0 3099 3077 3046 3023 2803 220 192 2782 1486 50 1296 1262 42 1436 998 438 412 388 977 949 919 896 875 843 823 350 311 288 263
internal_count=3121 3099 3077 3046 3023 2803 220 192 2782 1486 50 1296 1262 42 1436 998 438 412 388 977 949 919 896 875 843 823 350 311 288 263
is_linear=0
shrinkage=0.1


Tree=6927
num_leaves=31
num_cat=0
split_feature=472 1429 474 142 11 33 151 15 47 47 9 0 47 0 1 47 3 52 1 47 48 1446 132 1186 1185 1203 1204 2 148 16
split_gain=7.59701e-09 1.08488e-08 8.60973e-09 8.04697e-09 2.66414e-08 1.97671e-08 1.41414e-08 3.39254e-08 1.08155e-08 9.26369e-08 7.02311e-08 1.52692e-07 3.76921e-08 1.53669e-08 1.60138e-08 4.29566e-08 2.73295e-08 2.62706e-08 2.60557e-08 1.31736e-08 1.22353e-08 1.19561e-08 1.25458e-08 2.35239e-07 1.3164e-07 2.11957e-08 1.32142e-08 1.3469e-08 1.21201e-08 1.52676e-08
threshold=-0.38234499999999999 -0.23587499999999997 0.11568500000000002 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.11088000000000002 -0.026084999999999994 0.094160000000000008 0.096475000000000019 0.087755000000000014 -0.063634999999999983 0.091340000000000018 -0.026509999999999995 0.099660000000000012 0.107145 -0.075944999999999985 -0.0027449999999999996 0.111945 0.089640000000000011 0.10322500000000003 -0.073109999999999994 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.085960000000000023 -0.082199999999999981 0.083585000000000007 -0.10069499999999999 -0.54656499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 8 -8 10 -10 12 -12 19 14 16 -16 17 20 -17 21 -11 -7 23 25 -24 -23 27 -26 -28 -30
right_child=1 2 -4 4 5 6 7 -9 9 13 11 -13 -14 -15 15 18 -18 -19 -20 -21 -22 22 24 -25 26 -27 28 -29 29 -31
leaf_value=-1.7723093733934548e-06 2.1774918131402798e-06 2.0131403607592805e-06 -1.7173511460849365e-06 -3.1264984255796197e-06 -2.7713381425655827e-06 2.2357072732385559e-06 4.1900020665640047e-06 -6.5856856119881422e-07 6.992562889319656e-06 2.0215279922316161e-07 -1.0524773981046566e-05 7.5545638367202628e-07 4.3518698657862846e-06 -2.1573604642442123e-06 4.3872644369002957e-06 -2.712488430688609e-06 -3.9392374992530681e-06 2.5465821003933801e-06 8.8301467670795282e-07 -2.5006567874524559e-06 -2.8271106979597491e-06 1.9432071678652129e-08 -8.1479540222062509e-06 1.1025438195702009e-05 3.6313594827674934e-06 -3.1450921451323671e-06 1.8985607901811365e-06 1.496743287532354e-07 -1.8256229746308844e-06 -2.2457961183064062e-08
leaf_weight=24 23 20 29 27 25 24 27 31 21 30 20 30 20 27 30 25 20 30 104 21 24 138 20 20 20 25 32 25 48 2161
leaf_count=24 23 20 29 27 25 24 27 31 21 30 20 30 20 27 30 25 20 30 104 21 24 138 20 20 20 25 32 25 48 2161
internal_value=0 1.37335e-08 -2.45597e-09 1.38764e-08 6.58092e-10 2.88213e-08 5.23679e-08 1.59852e-06 2.16038e-08 5.78974e-07 -4.49638e-08 -3.75664e-06 2.77001e-08 1.14542e-07 3.47779e-07 9.78863e-07 -6.17052e-07 1.73945e-07 1.86212e-07 -6.42911e-09 -1.14419e-06 1.4414e-08 -7.00464e-09 7.89962e-07 -7.02505e-08 -4.65924e-07 4.20576e-10 1.69709e-06 -3.36491e-08 -6.16395e-08
internal_weight=0 3097 3074 3045 3025 2998 2973 58 2915 311 2604 50 2554 290 263 159 104 84 129 2534 54 2513 2489 183 2306 163 2286 45 2241 2209
internal_count=3121 3097 3074 3045 3025 2998 2973 58 2915 311 2604 50 2554 290 263 159 104 84 129 2534 54 2513 2489 183 2306 163 2286 45 2241 2209
is_linear=0
shrinkage=0.1


Tree=6928
num_leaves=31
num_cat=0
split_feature=1429 156 156 51 156 132 1185 1186 15 42 15 2 399 120 1 120 2 9 10 1 2 33 10 10 3 2 45 447 455 1186
split_gain=9.24822e-09 1.81762e-08 8.2671e-09 1.39544e-08 1.03723e-08 9.2469e-09 4.65131e-08 2.17979e-08 1.93257e-08 1.06415e-08 1.12967e-08 9.62179e-09 2.05083e-08 8.40623e-09 1.68645e-08 4.53612e-08 2.40259e-08 1.49033e-08 1.79288e-08 2.67705e-08 1.59382e-08 2.24138e-08 1.68327e-08 3.43002e-08 1.5822e-08 1.20768e-08 1.06743e-08 1.01056e-08 1.13136e-08 8.33324e-09
threshold=-0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.12061500000000001 -0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.049004999999999993 0.084510000000000016 0.089125000000000024 0.085965000000000014 0.09852000000000001 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.092410000000000006 0.053330000000000009 0.11829500000000003 -0.090999999999999984 0.085305000000000006 -0.012544999999999999 -0.0091199999999999979 -0.023499999999999997 -0.0050599999999999994 0.094030000000000016 0.097325000000000009 0.090605000000000019 0.090275000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 8 9 11 -11 12 -2 14 15 16 17 18 20 -20 -8 22 -22 -24 -19 -25 27 28 29 -27
right_child=1 -3 3 -5 -6 6 13 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 24 19 -21 21 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-2.0430594893448211e-06 -4.0954099662826589e-06 3.0194141390893493e-06 5.6480920474790586e-07 -2.9318615215743196e-06 2.2849589868201293e-06 4.7375965463981548e-06 2.4362398112769088e-06 -3.6898612707757042e-06 -2.898637876967314e-06 1.5215664258102519e-07 2.6806064492272227e-06 6.2736980101274843e-07 3.8628562985347042e-08 -2.0292125989840314e-06 2.7248768140492282e-06 -4.4165747958093403e-06 3.3344377284679055e-06 -1.5045223790366437e-07 -4.7066653110050545e-06 4.0538962507309319e-07 2.3760780580535844e-06 -3.1843000949100478e-06 -4.0313058824332461e-06 2.2139588063510022e-06 3.7357865230867241e-06 4.3580831388866176e-10 -1.8389673233660951e-06 -2.0578784795796549e-06 1.9160064908874118e-06 1.554874997639542e-06
leaf_weight=22 20 20 21 25 20 21 27 21 25 67 24 31 30 20 23 23 22 20 20 21 30 22 21 25 22 2357 31 23 32 35
leaf_count=22 20 20 21 25 20 21 27 21 25 67 24 31 30 20 23 23 22 20 20 21 30 22 21 25 22 2357 31 23 32 35
internal_value=0 1.45071e-08 -5.01157e-09 -1.33556e-06 1.51681e-08 1.01469e-10 4.9027e-08 -6.27178e-07 -3.00699e-07 7.6908e-08 8.19001e-07 -7.56801e-07 -1.61499e-06 1.35332e-08 2.83679e-08 5.65842e-09 4.3218e-08 1.62609e-08 -1.34272e-08 -2.0883e-06 1.92542e-08 -6.07914e-09 2.12979e-08 -6.69081e-09 1.8852e-06 2.70754e-08 5.01245e-09 2.8373e-08 4.81683e-08 2.31805e-08
internal_weight=0 3099 3079 46 3033 3013 2795 218 197 172 91 81 50 2774 2754 2731 2708 2686 2644 41 2603 2576 2554 2524 42 2503 2478 2447 2424 2392
internal_count=3121 3099 3079 46 3033 3013 2795 218 197 172 91 81 50 2774 2754 2731 2708 2686 2644 41 2603 2576 2554 2524 42 2503 2478 2447 2424 2392
is_linear=0
shrinkage=0.1


Tree=6929
num_leaves=31
num_cat=0
split_feature=156 475 160 160 1212 160 51 1372 457 1447 160 403 1447 480 1447 480 51 3 482 483 159 0 0 133 4 15 52 4 2 1453
split_gain=8.13386e-09 1.03113e-08 7.39841e-09 5.28042e-08 3.20316e-08 2.77333e-08 1.17351e-07 3.34427e-08 2.15315e-08 2.18247e-08 3.17619e-08 2.99371e-08 2.10357e-08 9.4684e-08 4.69899e-08 4.1321e-08 2.62647e-08 4.76707e-08 1.9625e-08 6.52169e-08 2.36433e-08 6.70364e-08 5.59405e-08 3.63693e-08 3.44198e-08 2.76432e-08 2.70657e-08 3.29978e-08 1.29133e-08 4.49629e-08
threshold=0.3248100000000001 0.13528000000000004 -0.090484999999999996 -0.088854999999999976 0.087615000000000012 -0.085764999999999994 -0.085604999999999987 -0.065504999999999994 -0.22896499999999997 -0.086359999999999978 0.0046300000000000013 -0.57146499999999989 -0.086279999999999982 0.08610000000000001 -0.081174999999999983 0.11303500000000001 -0.085604999999999987 -0.077564999999999981 0.090355000000000005 0.10143000000000001 0.11084000000000001 -0.072269999999999987 -0.078704999999999983 0.091935000000000003 -0.015039999999999998 -0.095869999999999983 0.31405000000000005 1.0000000180025095e-35 0.088125000000000023 -0.079219999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 12 6 -5 -7 -9 10 -10 -11 13 -1 -14 16 17 -16 20 -20 21 22 23 24 -18 -26 27 -27 29 -13
right_child=-2 -3 3 5 -6 7 -8 8 9 11 -12 28 14 -15 15 -17 18 -19 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=7.0216515050939662e-06 -1.873602923358644e-06 2.2222784769794434e-06 -4.5514952542082307e-06 7.8696880626177347e-06 -3.0514461111754199e-06 -3.6390342590773524e-06 -1.5034667830391033e-06 3.15458996724482e-06 4.5988608642133503e-06 -3.953976058141961e-06 -7.9697886576468604e-07 4.3672394103850823e-06 -3.4226561080774246e-06 -1.6886059803220215e-06 6.267390677976437e-06 4.9386831765981956e-06 3.4320517304220835e-06 -2.2647256208494165e-07 5.8508582782224044e-06 -1.7648629073332616e-06 -3.1048395882222669e-06 4.0529355445479659e-06 -5.3318238829176513e-06 -3.9799575872512795e-06 1.9674304931450514e-06 -5.8961981876239277e-06 5.5313976126569748e-07 -3.5433968977568759e-07 -2.9098899345122593e-07 7.9609711101339148e-08
leaf_weight=24 23 21 26 22 26 26 34 21 24 20 20 25 31 26 20 21 31 26 22 23 27 35 23 21 37 21 40 22 1255 1128
leaf_count=24 23 21 26 22 26 26 34 21 24 20 20 25 31 26 20 21 31 26 22 23 27 35 23 21 37 21 40 22 1255 1128
internal_value=0 1.39132e-08 -1.15848e-09 -6.74929e-08 3.61312e-07 -2.22175e-08 2.17884e-06 -7.11494e-08 -3.39392e-08 -6.10262e-08 2.14621e-06 -1.01026e-07 5.58493e-07 2.49232e-06 3.16765e-07 6.30917e-07 3.70966e-07 2.59695e-06 3.19091e-08 1.95838e-06 -3.0541e-07 2.32181e-08 -7.00064e-07 -8.07013e-08 4.61579e-07 -3.05793e-07 -1.31916e-06 -3.06083e-06 -6.90243e-08 1.72577e-07
internal_weight=0 3098 3077 2601 476 2575 56 2519 2493 2472 44 2428 450 50 400 369 348 46 302 45 257 230 195 172 151 120 83 43 2408 1153
internal_count=3121 3098 3077 2601 476 2575 56 2519 2493 2472 44 2428 450 50 400 369 348 46 302 45 257 230 195 172 151 120 83 43 2408 1153
is_linear=0
shrinkage=0.1


Tree=6930
num_leaves=31
num_cat=0
split_feature=1429 156 160 133 42 15 0 480 1447 481 1447 484 472 1455 1455 1455 1455 160 52 1 483 52 12 484 4 484 483 50 50 13
split_gain=8.22197e-09 1.68262e-08 7.19576e-09 5.2677e-08 1.1019e-07 1.24744e-07 4.24672e-08 2.30771e-08 9.36164e-09 1.1355e-07 7.26656e-08 6.22295e-08 1.13133e-08 2.12847e-08 1.1978e-08 1.68866e-08 1.3214e-08 1.18075e-08 2.20925e-08 2.91206e-08 1.98662e-08 4.7547e-08 4.43804e-08 2.22511e-08 4.39756e-08 2.31307e-08 2.38136e-08 1.26239e-08 2.60818e-08 4.85389e-08
threshold=-0.23752499999999996 0.32523500000000005 -0.52439499999999983 0.090445000000000011 0.090545000000000014 0.098485000000000017 -0.086409999999999987 0.11303500000000001 -0.086279999999999982 -0.086219999999999977 -0.085644999999999985 -0.081614999999999979 -0.082054999999999975 -0.14432499999999995 -0.088874999999999982 -0.069819999999999979 -1.0000000180025095e-35 -0.43215499999999996 0.51307000000000014 0.10205500000000002 0.10045000000000003 0.12445000000000002 0.089735000000000023 0.10126500000000001 -0.013125 0.096415000000000015 0.095250000000000015 0.102455 0.10956 -0.085964999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 9 -4 -10 -11 -12 -14 -15 -16 -17 -18 20 -20 23 22 -22 25 -25 26 27 -19 29 -29
right_child=1 -3 7 -5 -6 -7 -8 -9 10 11 12 -13 13 14 15 16 17 18 19 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-1.9263731370632409e-06 3.6676740497417394e-06 2.9048330111436374e-06 -6.8559786711830391e-06 5.0619065318543385e-06 5.8688225477532759e-06 -8.3966157417721252e-06 -1.8264178379467923e-06 -2.946822262907113e-06 5.8813727920756897e-06 5.8374720742904177e-06 -1.6325104895237697e-06 -1.0233608597842157e-06 2.6512345251224665e-06 -1.9205875856421311e-06 2.8911461140523898e-06 -2.5240237651554971e-06 1.7215261935304556e-06 -7.027336103026578e-08 -4.6125438731318505e-06 4.2434478369944951e-07 2.5297212107489035e-06 4.9768369165206051e-06 -3.0587167309982355e-06 8.4219846030464396e-07 -5.7097883882306638e-06 2.9619310942927353e-06 -2.7466135808396077e-06 -2.5710553822696408e-07 1.0770805356987222e-07 5.9793473932738076e-06
leaf_weight=22 24 20 24 23 23 22 34 27 21 20 43 39 30 33 20 21 39 2203 24 22 30 27 27 21 20 26 32 26 154 24
leaf_count=22 24 20 24 23 23 22 34 27 21 20 43 39 30 33 20 21 39 2203 24 22 30 27 27 21 20 26 32 26 154 24
internal_value=0 1.36753e-08 -5.10453e-09 7.34978e-07 -2.3123e-07 -1.98499e-06 4.46999e-07 -3.66827e-08 -9.82907e-09 -1.05669e-06 2.07335e-08 1.30235e-06 -2.28787e-08 2.02749e-09 -2.68835e-08 -3.87454e-09 -2.5351e-08 -5.7352e-09 -3.12903e-08 -2.2036e-06 7.29123e-09 1.52001e-06 -1.17434e-07 -4.34144e-08 -2.35389e-06 -4.98459e-09 -3.66122e-08 -5.83955e-10 7.51993e-07 2.73639e-06
internal_weight=0 3099 3079 126 103 80 58 2953 2926 83 2843 59 2822 2779 2749 2716 2696 2675 2636 46 2590 84 57 2506 41 2465 2439 2407 204 50
internal_count=3121 3099 3079 126 103 80 58 2953 2926 83 2843 59 2822 2779 2749 2716 2696 2675 2636 46 2590 84 57 2506 41 2465 2439 2407 204 50
is_linear=0
shrinkage=0.1


Tree=6931
num_leaves=31
num_cat=0
split_feature=156 472 1208 484 484 484 484 1417 481 481 481 403 402 1210 43 43 43 12 0 133 142 4 11 12 33 1 1 1 1 13
split_gain=8.50851e-09 1.16134e-08 7.64508e-09 7.72093e-09 1.23895e-08 1.02288e-08 1.95177e-08 1.12522e-08 1.16128e-08 1.67987e-08 2.40414e-08 2.91712e-08 1.51932e-08 1.92439e-08 1.10563e-08 2.56739e-08 3.63854e-08 2.98423e-08 3.73202e-08 3.03761e-08 2.89478e-08 2.64304e-08 2.52547e-08 2.15141e-08 1.42387e-08 1.37263e-08 4.00834e-07 1.32125e-07 8.50795e-08 2.73325e-08
threshold=0.3248100000000001 -0.097514999999999977 0.12461500000000002 -0.52850499999999989 -0.48714499999999994 -0.41083999999999993 -0.23687999999999995 -0.080324999999999994 -0.16223499999999996 -0.097394999999999995 -0.087424999999999989 -0.55327499999999985 0.23460000000000003 -0.13847499999999999 -0.45785999999999999 -0.25681499999999996 -0.23714499999999997 0.12757000000000002 -0.075359999999999996 0.10722500000000001 -0.057499999999999989 -0.049534999999999989 -1.0000000180025095e-35 0.10016000000000001 -0.009184999999999997 0.092695000000000013 0.093700000000000019 0.091785000000000019 0.094465000000000007 0.10935500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8 -9 -10 -11 -12 13 -13 23 21 -17 20 -19 -20 -18 -16 -22 -15 -24 27 -27 29 -28 -26
right_child=-2 2 -4 4 5 6 7 8 9 10 11 12 -14 14 15 16 17 18 19 -21 22 -23 24 -25 25 26 28 -29 -30 -31
leaf_value=2.4161487374385616e-06 -1.9162657854790069e-06 -1.9470012000510903e-06 -1.9501447127368011e-06 2.1180751843985492e-06 -2.2491966251436682e-06 2.6476624019064082e-06 -2.3688990646775212e-06 -1.9463218973214681e-06 2.561742240476843e-06 -3.079140689351334e-06 3.137336057079665e-06 2.7344607002095686e-06 -2.2358983892445393e-06 -3.2250866597850001e-08 -4.860142886090299e-06 4.060525252601689e-06 3.5609396906258318e-06 1.3642709940597798e-06 -6.5734545647241511e-06 -1.1948275544325174e-06 -2.9894108698564588e-06 -3.5755061134068455e-07 -2.344000460652751e-06 3.394534967680686e-06 -5.2000103167710531e-08 1.1361450149038889e-05 -6.0524829598801695e-06 -7.6344660081541302e-06 1.2334156714692005e-07 3.3473255975025041e-06
leaf_weight=20 23 20 20 28 20 28 20 30 26 25 30 26 30 53 22 22 23 20 21 21 28 32 25 28 1638 32 23 23 740 24
leaf_count=20 23 20 20 28 20 28 20 30 26 25 30 26 30 53 22 22 23 20 21 21 28 32 25 28 1638 32 23 23 740 24
internal_value=0 1.42311e-08 -1.37586e-09 1.13695e-08 2.4262e-08 4.78469e-09 1.98615e-08 -4.9793e-09 1.10909e-08 3.12565e-08 8.45934e-09 3.54394e-08 2.56873e-09 2.65437e-08 1.17227e-09 -3.3439e-08 1.07122e-08 -2.33199e-08 -2.1911e-06 -3.88414e-06 2.92633e-08 -2.19194e-06 -2.80479e-09 1.15232e-06 3.05784e-08 5.45157e-08 3.97021e-07 -1.07082e-07 -6.28235e-08 -2.91237e-09
internal_weight=0 3098 3078 3058 3038 3010 2990 2962 2942 2912 2886 2861 2831 2801 2775 2694 2640 2618 62 42 2556 54 2533 81 2505 2480 795 1685 763 1662
internal_count=3121 3098 3078 3058 3038 3010 2990 2962 2942 2912 2886 2861 2831 2801 2775 2694 2640 2618 62 42 2556 54 2533 81 2505 2480 795 1685 763 1662
is_linear=0
shrinkage=0.1


Tree=6932
num_leaves=31
num_cat=0
split_feature=1420 155 471 471 474 474 1455 484 483 483 52 4 12 482 482 42 13 483 1366 52 483 157 456 3 133 49 474 1455 3 159
split_gain=7.53368e-09 2.00999e-08 7.98054e-09 1.21373e-08 1.01093e-08 1.59848e-08 1.34222e-08 4.01452e-08 1.14069e-08 3.01536e-08 6.62385e-08 5.03582e-08 3.97861e-08 2.82345e-08 6.79511e-08 6.31563e-08 3.48624e-08 1.62537e-08 1.38611e-08 1.28571e-08 1.22469e-08 1.10275e-08 2.56961e-08 2.2737e-08 4.19874e-08 2.72203e-08 1.90648e-08 2.71727e-08 4.80459e-08 4.67159e-08
threshold=0.056520000000000008 0.14547000000000002 0.10338500000000002 0.093375000000000014 0.11454000000000002 0.11134000000000001 0.10752500000000002 -0.070054999999999992 0.10045000000000003 0.12236500000000002 0.12445000000000002 -0.0078799999999999981 0.094435000000000005 0.089745000000000005 0.087425000000000017 0.089390000000000011 -0.082904999999999993 0.095250000000000015 -0.082814999999999986 0.62951500000000016 0.093265000000000015 -0.087624999999999981 0.10512000000000001 -0.082234999999999989 0.085355000000000014 0.0093850000000000027 0.087035000000000015 0.078065000000000009 -0.082879999999999995 0.091235000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 13 10 11 -10 -11 14 17 16 -15 18 -1 20 21 23 26 24 -20 -25 -23 28 -28 -30
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 12 -12 -13 -14 15 -16 -17 -18 -19 19 -21 -22 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=2.0158170622821938e-06 -1.8031569024463293e-06 2.8961075514644109e-06 -1.9518745624563527e-06 2.4000514323623587e-06 -2.0565752009815699e-06 2.821628647780017e-06 -5.1322024381761375e-06 5.1403313618185871e-07 4.0192334006405869e-06 -3.5878137194029277e-06 6.4366155202151276e-06 -2.4588214349326639e-06 1.7922371772069063e-06 -3.1914724677335475e-06 5.693206851663577e-06 -6.7412911894848546e-06 1.6167810799354238e-06 -2.257585609655166e-06 2.1919368767460888e-07 -2.4807450526644797e-06 2.3529740401913431e-06 2.520835817396962e-08 -3.3184492728821627e-06 1.1727601284922623e-06 5.9391098413167734e-06 -3.0139092274339419e-06 3.1258245165588505e-06 -4.7002627661640876e-06 -5.6182476644449785e-06 5.6874964553361894e-07
leaf_weight=34 23 24 21 21 24 20 20 34 20 27 25 30 28 25 21 20 38 32 33 21 22 2352 24 44 21 24 24 20 23 26
leaf_count=34 23 24 21 21 24 20 20 34 20 27 25 30 28 25 21 20 38 32 33 21 22 2352 24 44 21 24 24 20 23 26
internal_value=0 1.33868e-08 -9.11978e-09 4.24342e-09 -1.23502e-08 3.96006e-09 -1.48998e-08 -1.57717e-06 1.38535e-08 9.29593e-07 2.23381e-06 1.324e-07 -8.48879e-07 -2.86023e-08 2.68189e-08 -1.84548e-06 -2.91256e-07 -1.72531e-08 9.6175e-09 -1.62788e-08 3.5275e-09 -1.64215e-08 -6.22804e-08 9.11658e-07 2.44361e-06 -3.04888e-07 -3.0318e-08 -1.4346e-06 -5.39896e-07 -2.33535e-06
internal_weight=0 3098 3074 3053 3032 3008 2988 54 2934 130 75 50 55 2804 2721 83 63 2700 2668 2634 2613 2591 2469 122 54 68 2445 93 73 49
internal_count=3121 3098 3074 3053 3032 3008 2988 54 2934 130 75 50 55 2804 2721 83 63 2700 2668 2634 2613 2591 2469 122 54 68 2445 93 73 49
is_linear=0
shrinkage=0.1


Tree=6933
num_leaves=31
num_cat=0
split_feature=1429 474 52 155 52 157 3 43 1371 1375 13 3 13 13 43 12 12 158 158 130 4 3 12 16 402 13 1373 457 150 151
split_gain=7.34006e-09 1.91994e-08 8.32769e-09 4.49747e-08 2.72743e-08 2.36309e-08 3.63305e-08 9.36402e-09 4.93541e-08 4.59096e-08 2.58352e-08 5.29184e-08 4.95671e-08 3.62984e-08 4.06578e-08 3.8336e-08 3.35002e-08 2.81637e-08 6.62592e-08 2.68017e-08 4.69953e-08 4.86067e-08 4.07633e-08 4.93142e-08 4.01933e-08 2.56619e-08 2.44377e-08 2.75529e-08 3.06427e-08 2.79753e-08
threshold=0.12521000000000002 -0.45463999999999999 -0.55061999999999989 0.11854500000000001 -0.55692499999999978 -0.00078499999999999989 -0.085784999999999986 -0.081674999999999984 0.083235000000000017 -0.15308499999999997 -0.090799999999999978 -0.098469999999999988 -0.087714999999999987 -0.084319999999999992 -0.083134999999999987 0.08401500000000002 0.08493500000000001 0.10667500000000002 0.093160000000000007 0.085235000000000019 -0.085409999999999986 -0.094874999999999987 0.092755000000000018 -0.080954999999999985 0.079755000000000006 -0.083254999999999982 1.0000000180025095e-35 0.31508000000000008 0.12416000000000001 -0.096264999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 5 6 -3 9 26 -4 11 -11 -12 15 17 -14 -17 18 19 24 -21 -22 23 -23 25 -15 27 28 29 -9
right_child=-2 2 3 -5 -6 -7 -8 8 -10 10 12 -13 13 14 -16 16 -18 -19 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.0257258480387029e-06 1.9095884010766896e-06 -8.2071338169953378e-07 4.3364619370078336e-06 4.1016066394082308e-06 -3.6761579622179854e-06 -2.8876412625322701e-06 4.413029966512806e-06 -2.1799768290524267e-06 -4.7200563368159756e-06 6.3731694380844845e-07 4.4384999471601204e-06 -5.1527868756103863e-06 -4.5731690935705657e-06 2.9259528109205661e-06 3.8603713554066697e-06 2.1913061455932388e-06 -2.0090844231515582e-06 -2.7311843443082278e-06 5.6705959455326672e-06 4.8413198709890677e-06 3.3379294721827241e-06 2.88975663806923e-07 1.9252140191383662e-06 -6.7334340948832512e-06 -3.858357162503775e-06 -1.6530248960229446e-07 2.4174486821511193e-06 -3.1699743737849063e-06 3.6461714692202147e-06 -3.8180066610941025e-08
leaf_weight=21 20 36 27 27 26 20 21 63 23 38 28 27 30 29 33 31 49 30 23 31 36 20 25 20 28 363 39 29 22 1906
leaf_count=21 20 36 27 27 26 20 21 63 23 38 28 27 30 29 33 31 49 30 23 31 36 20 25 20 28 363 39 29 22 1906
internal_value=0 -1.23117e-08 8.23433e-09 3.88199e-08 -8.75777e-07 6.98068e-08 1.10751e-06 1.63503e-09 -1.13403e-07 2.77566e-07 1.47257e-07 -1.7678e-06 3.07668e-07 1.53038e-07 4.42291e-07 -1.52463e-06 -3.81433e-07 2.55851e-07 4.11696e-07 1.92575e-07 1.43551e-06 3.90165e-07 -1.24244e-06 -3.22223e-06 -1.98062e-07 6.33873e-08 -6.1944e-08 -1.09813e-07 -6.52406e-08 -1.06709e-07
internal_weight=0 3101 3080 2977 103 77 57 2950 2082 868 841 65 776 748 638 110 80 605 575 552 132 101 65 40 420 392 2059 2020 1991 1969
internal_count=3121 3101 3080 2977 103 77 57 2950 2082 868 841 65 776 748 638 110 80 605 575 552 132 101 65 40 420 392 2059 2020 1991 1969
is_linear=0
shrinkage=0.1


Tree=6934
num_leaves=31
num_cat=0
split_feature=1371 1374 1372 48 1375 1375 151 456 456 13 130 40 456 1445 1447 1446 480 1 10 1 150 481 0 9 43 49 160 158 160 51
split_gain=7.2863e-09 1.11564e-08 2.53424e-08 2.23731e-08 1.12131e-08 9.44364e-09 3.39678e-08 1.35256e-08 3.66965e-08 2.19757e-08 2.0051e-08 1.79578e-08 1.53279e-08 2.26685e-08 1.93363e-08 2.08301e-08 3.70803e-08 1.67039e-08 2.34378e-07 2.02898e-07 4.33809e-08 3.03644e-08 1.07702e-07 3.0046e-08 1.1639e-07 2.88109e-08 5.56868e-08 3.08532e-08 5.04351e-08 2.89417e-08
threshold=0.095040000000000013 0.089935000000000015 -0.082274999999999987 0.087380000000000013 0.093520000000000006 0.084665000000000018 -0.083804999999999977 0.08777500000000002 0.08950000000000001 -0.08459499999999999 -0.23123999999999997 -0.24134999999999998 0.087015000000000023 0.077020000000000019 0.059120000000000013 -0.088809999999999986 0.11471500000000003 0.092695000000000013 -0.0026549999999999994 0.093700000000000019 0.10699000000000002 -0.087424999999999989 -0.086554999999999979 -1.0000000180025095e-35 -0.074974999999999986 -0.045154999999999994 0.089015000000000011 0.10654500000000001 0.089640000000000011 -0.21717499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 7 -7 10 -9 -10 -4 -12 13 14 15 -13 17 18 -17 -19 21 22 -20 24 -21 26 -25 28 29 -27
right_child=-2 3 4 -5 -6 6 -8 8 9 -11 11 12 -14 -15 -16 16 -18 19 20 23 -22 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=3.4701857202890099e-06 1.7356877303124445e-06 -4.0377013129955229e-06 3.0249032761275886e-06 6.923195360286627e-07 -2.0444963845883886e-06 4.3230108624150239e-06 -8.5023632285204555e-07 -4.6732519303591493e-06 1.7026407100014953e-06 -1.8410238456973665e-06 -2.9191585250979798e-06 -3.0731147345167389e-06 2.3031439861961975e-06 -3.0678513802229193e-06 2.5873778123115764e-06 -1.0695633048791414e-05 3.7037754654586822e-06 7.6909210159372928e-06 2.1400301552603195e-06 5.8354240252356247e-07 -3.4586914687900611e-06 7.1037305970485032e-08 -7.2384937273758014e-06 7.068242515136566e-07 -7.6562514038869264e-06 2.4003771593263743e-06 6.377822646754794e-06 2.8847793377949394e-06 -4.6519157916407047e-06 -2.7632128556500018e-07
leaf_weight=21 24 20 22 20 27 22 30 23 35 35 21 22 29 24 29 21 27 36 25 60 37 1719 24 129 24 44 20 33 25 493
leaf_count=21 24 20 22 20 27 22 30 23 35 35 21 22 29 24 29 21 27 36 25 60 37 1719 24 129 24 44 20 33 25 493
internal_value=0 -1.34504e-08 8.2603e-09 -1.67269e-06 -1.56858e-08 2.51885e-09 1.33845e-06 -2.09739e-08 -1.20783e-06 -6.91916e-08 1.75657e-08 -5.71414e-09 1.5974e-08 -7.78239e-09 1.875e-08 -8.44613e-09 1.6369e-08 -2.06421e-08 -1.92054e-07 3.41623e-07 -6.98513e-08 1.06902e-09 -2.45353e-06 2.20885e-08 -1.77068e-06 2.24498e-07 1.46803e-06 -8.69075e-08 -2.61402e-07 -5.70015e-08
internal_weight=0 3097 3057 40 3036 3009 52 2957 93 70 2864 2842 2821 2792 2768 2739 2717 2690 1826 864 1805 1768 49 828 84 744 149 595 562 537
internal_count=3121 3097 3057 40 3036 3009 52 2957 93 70 2864 2842 2821 2792 2768 2739 2717 2690 1826 864 1805 1768 49 828 84 744 149 595 562 537
is_linear=0
shrinkage=0.1


Tree=6935
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 1348 448 148 49 2 2 2 2 11 15 484 158 160 1 2 12 43 2 158 51 131 150 150 16 52 2
split_gain=7.11945e-09 2.27664e-07 1.27027e-07 2.79006e-08 7.36586e-09 2.21465e-08 1.30065e-08 1.28317e-08 8.44476e-09 8.11328e-08 7.21344e-08 5.80501e-08 5.55937e-08 6.40358e-08 5.36954e-08 6.32567e-08 5.38877e-08 4.67333e-08 2.39808e-08 4.80131e-08 4.67048e-08 2.72875e-08 3.58813e-08 2.523e-08 2.80687e-08 2.48606e-08 2.2292e-08 2.21268e-08 2.8583e-08 4.0285e-08
threshold=-0.083284999999999984 0.10022000000000002 0.12679500000000002 0.089480000000000018 0.095915000000000014 0.056825000000000007 -0.095079999999999984 0.41663000000000006 0.10584500000000001 0.10912000000000001 0.11018500000000002 0.10497000000000002 0.085155000000000022 -0.018314999999999994 0.10126500000000001 0.10654500000000001 0.087570000000000023 0.095025000000000012 0.11362000000000001 0.098330000000000015 -0.075574999999999989 0.11448000000000001 0.082560000000000008 0.14722500000000002 0.10216000000000001 0.11235000000000002 0.08926000000000002 0.062650000000000025 -0.24164999999999998 0.12198500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 -2 8 11 12 -11 -8 13 17 15 16 18 -10 19 20 -12 -20 23 24 25 26 27 -23 29 -29
right_child=2 -3 -4 -5 -6 -7 7 -9 9 10 14 -13 -14 -15 -16 -17 -18 -19 21 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.0232885424403741e-07 -2.1809585463104127e-06 1.0450100594046793e-05 -7.9835139467832059e-06 -4.0415889316136603e-06 -1.8523859840310514e-06 3.2628321908608392e-06 4.0627479962764992e-08 2.0814545481092259e-06 -5.1053292683998461e-06 5.9011458753437706e-06 -7.0771136614937517e-07 4.8876613914217166e-06 1.527850719997202e-06 -8.4202437319618193e-06 -4.6964545238855265e-06 4.6785181429390048e-06 3.7615034450551101e-06 1.082820298229901e-06 3.3042947713759285e-06 1.4430016259818027e-06 -7.2305009765564733e-06 1.4309105166093956e-07 -3.9002888622864981e-06 3.3131714991170506e-06 3.0828263255028539e-06 2.5934975086705021e-06 -3.8087180873053911e-06 -3.4167505460076928e-06 -4.3423790483151e-06 2.5687822847470195e-06
leaf_weight=178 27 21 20 20 21 21 2121 30 26 21 21 25 21 25 24 29 33 23 22 24 23 154 26 21 23 23 23 22 30 23
leaf_count=178 27 21 20 20 21 21 2121 30 26 21 21 25 21 25 24 29 33 23 22 24 23 154 26 21 23 23 23 22 30 23
internal_value=0 5.49798e-07 -4.14902e-08 -5.00234e-07 1.36244e-08 2.73211e-08 3.39657e-09 2.43627e-08 2.18775e-09 -3.17541e-07 1.54947e-07 9.70934e-08 -3.01321e-06 -4.30189e-06 -7.66661e-08 1.46422e-07 -1.34413e-07 -2.20069e-06 -4.29965e-07 -2.15487e-06 -4.11735e-06 -1.10363e-07 -3.2811e-07 -3.69603e-08 -2.73043e-07 -5.53716e-07 -8.40962e-07 -5.4289e-07 -1.95144e-06 -3.57478e-07
internal_weight=0 219 2902 198 2882 2861 2840 2813 2783 637 542 2146 95 74 521 497 468 49 435 68 44 367 345 319 298 275 252 229 75 45
internal_count=3121 219 2902 198 2882 2861 2840 2813 2783 637 542 2146 95 74 521 497 468 49 435 68 44 367 345 319 298 275 252 229 75 45
is_linear=0
shrinkage=0.1


Tree=6936
num_leaves=31
num_cat=0
split_feature=448 1348 132 393 1186 15 150 150 1371 48 448 48 150 9 9 34 11 2 484 484 160 484 484 16 0 1454 484 1 4 1455
split_gain=8.14888e-09 1.32617e-08 7.5009e-09 4.35625e-08 1.8066e-08 1.27286e-08 8.12529e-09 1.14865e-08 1.01629e-08 1.16318e-08 1.33255e-08 1.17181e-08 3.68948e-08 2.02602e-08 2.09914e-08 1.58653e-08 2.45508e-08 1.58285e-08 1.1746e-08 8.78512e-08 1.14666e-07 7.26268e-08 3.89723e-08 3.46629e-08 3.23577e-08 5.74359e-08 2.09767e-08 2.05896e-08 2.51425e-08 2.26102e-08
threshold=0.068920000000000023 0.091105000000000005 -0.083174999999999985 0.12069000000000002 0.049580000000000006 0.092400000000000024 -0.15178999999999995 -0.096234999999999987 0.087810000000000013 -0.11155999999999998 -0.083859999999999976 -0.032929999999999994 0.11656000000000001 0.092410000000000006 0.088235000000000022 -0.08786999999999999 -1.0000000180025095e-35 -0.055814999999999997 0.088375000000000009 0.085790000000000019 -0.087874999999999995 0.093095000000000025 0.073690000000000019 -0.0073349999999999986 -0.067624999999999977 0.097395000000000023 0.058970000000000009 0.08776500000000001 -0.012889999999999999 -0.018454999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 -4 -8 9 -9 -11 12 -12 14 15 -13 -17 -18 19 22 -21 -20 26 -24 25 27 -19 28 29 -23
right_child=-2 -3 3 -5 -6 -7 7 8 -10 10 11 13 -14 -15 -16 16 17 18 21 20 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.5805415914094609e-08 -2.0120467706874477e-06 2.1052976095840374e-06 1.639353644691255e-06 4.573810760380833e-06 -3.3589314317136345e-06 -2.3864119848440171e-06 -1.9294040913014364e-06 -1.9695630646765498e-06 2.0995765512650353e-06 2.2208629750956015e-06 7.0169551296011811e-07 2.570473844798471e-06 -4.0822222834841726e-06 2.2267864794019525e-06 -3.2408800461780633e-06 -3.4177645364339005e-06 2.8176896648801633e-06 -1.9586107880476387e-08 5.0950000282767867e-06 8.7803109548846043e-08 -9.8472368501050016e-06 -1.6984820239448102e-06 5.3885684756096457e-06 4.189302444501664e-07 -2.7115684231928854e-06 5.4357316741970866e-06 -3.1954293771854105e-06 1.690997097332576e-06 -3.1042575955098076e-06 2.7397919593981484e-06
leaf_weight=175 20 30 30 21 21 25 31 30 23 27 38 24 28 41 20 21 20 2161 32 26 21 24 25 32 37 21 21 38 36 22
leaf_count=175 20 30 30 21 21 25 31 30 23 27 38 24 28 41 20 21 20 2161 32 26 21 24 25 32 37 21 21 38 36 22
internal_value=0 1.29758e-08 -7.46372e-09 3.60564e-08 -5.68696e-07 -2.75722e-07 2.37215e-09 -1.51732e-08 6.26507e-09 -1.12745e-08 1.0364e-08 -1.18396e-08 -1.32785e-06 2.12864e-08 -1.37487e-08 1.14534e-08 -1.27549e-08 1.56653e-08 -6.78682e-09 -7.25366e-08 -4.35126e-06 7.08947e-07 1.72802e-08 2.5986e-06 -7.95573e-08 6.11112e-07 -5.01511e-08 -2.33196e-07 -1.1249e-06 4.24171e-07
internal_weight=0 3101 3071 2850 221 200 2829 2799 2768 2745 2715 2688 66 2622 2581 2561 2537 2516 2496 2286 47 210 2239 57 178 141 2182 120 82 46
internal_count=3121 3101 3071 2850 221 200 2829 2799 2768 2745 2715 2688 66 2622 2581 2561 2537 2516 2496 2286 47 210 2239 57 178 141 2182 120 82 46
is_linear=0
shrinkage=0.1


Tree=6937
num_leaves=31
num_cat=0
split_feature=1429 1420 11 12 155 155 11 15 480 160 15 158 482 482 1 482 483 482 121 9 10 9 13 12 12 471 1208 1208 15 15
split_gain=7.17694e-09 1.74937e-08 1.5398e-08 4.06363e-08 1.12542e-07 3.61361e-08 2.66445e-08 8.25715e-09 2.43995e-08 2.2358e-08 1.21209e-08 1.61786e-08 1.50951e-08 1.91598e-08 6.12504e-08 4.05658e-08 7.45115e-08 4.96724e-08 1.37712e-08 1.60999e-08 1.55927e-08 2.59481e-08 1.32112e-08 1.34699e-08 2.30556e-08 2.08138e-08 1.3502e-08 2.90202e-08 1.21938e-08 5.39515e-08
threshold=0.12521000000000002 -0.086589999999999986 0.088215000000000002 0.10149500000000002 0.12509500000000004 0.13392000000000001 0.099410000000000012 0.12044500000000001 0.11704500000000002 -0.42113499999999993 0.11728000000000001 -0.47060499999999994 0.11117500000000001 0.098465000000000011 0.16540500000000002 0.089745000000000005 0.088610000000000008 0.087870000000000018 -0.080284999999999981 0.092890000000000014 0.053330000000000009 0.086220000000000005 -0.53104499999999988 0.11586 0.12477500000000001 0.09203500000000002 0.11846000000000001 0.10683000000000002 0.094425000000000023 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 7 -5 8 10 -9 11 -3 13 14 15 17 -17 18 -13 20 21 22 -20 25 -25 26 27 28 -24 -30
right_child=-2 2 3 6 -6 -7 -8 9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-2.888623259336566e-06 1.8882453954915946e-06 -2.3044183751974948e-06 -8.6341710655311735e-07 -3.2865173006544154e-06 8.6214796605139049e-06 -3.8208678824958043e-06 1.1472911492918767e-06 3.7677811844462539e-06 -3.0299624599879111e-06 1.9343027675166101e-07 1.8399134023638909e-06 -2.3245439986287518e-06 1.9462697379752243e-06 -2.5917911624015561e-06 5.1306862834953001e-06 1.2809966778370312e-07 -7.6072106116953364e-06 4.9681816540214645e-06 2.4586670547034287e-06 2.4175349919999094e-06 -2.1036753134337812e-06 3.3357792782008683e-06 -1.0824826995478678e-07 -3.179954954172596e-06 5.4047530494105354e-07 2.9091949746392251e-06 2.3089363973364625e-06 -3.6096363106955088e-06 4.8693660691814903e-06 3.4572897270692418e-08
leaf_weight=21 20 31 29 23 22 25 33 21 27 105 35 26 39 29 23 33 20 20 21 27 36 23 2108 36 31 24 24 23 27 159
leaf_count=21 20 31 29 23 22 25 33 21 27 105 35 26 39 29 23 33 20 20 21 27 36 23 2108 36 31 24 24 23 27 159
internal_value=0 -1.21795e-08 7.43265e-09 1.18602e-06 3.22811e-06 -3.49854e-08 -6.73737e-07 -2.87989e-09 -3.82436e-08 7.89155e-07 -9.3433e-09 -3.2794e-08 -6.98956e-09 -3.53082e-08 -7.44723e-09 -5.22452e-08 -2.79089e-06 3.90485e-09 -3.4803e-08 -1.13554e-08 -3.74621e-08 -7.42026e-09 -3.8767e-08 -6.0332e-08 -1.45856e-06 -2.07204e-08 -5.0758e-08 -7.52003e-08 -3.97635e-08 7.36398e-07
internal_weight=0 3101 3080 107 51 2973 56 2948 2822 126 2795 2760 2729 2690 2661 2638 53 2585 2565 2539 2512 2476 2453 2432 67 2365 2341 2317 2294 186
internal_count=3121 3101 3080 107 51 2973 56 2948 2822 126 2795 2760 2729 2690 2661 2638 53 2585 2565 2539 2512 2476 2453 2432 67 2365 2341 2317 2294 186
is_linear=0
shrinkage=0.1


Tree=6938
num_leaves=31
num_cat=0
split_feature=156 474 132 1203 132 50 12 48 132 13 12 1132 1208 1208 402 1209 16 403 401 1212 1212 1210 1210 401 1209 1209 401 0 15 1212
split_gain=8.14996e-09 9.65175e-09 8.2831e-09 2.17364e-07 1.22423e-07 3.54139e-08 1.04185e-08 1.45246e-08 1.29758e-08 1.72208e-08 9.81534e-09 8.49838e-09 8.07918e-09 9.14653e-09 1.49671e-08 2.39879e-08 1.02947e-08 1.09003e-08 1.58254e-08 1.46334e-08 5.31606e-08 8.105e-08 2.51841e-08 1.74387e-08 9.69628e-09 1.90943e-08 1.05291e-08 8.04573e-08 5.16299e-08 2.125e-08
threshold=0.3248100000000001 0.11986500000000001 -0.083284999999999984 0.089480000000000018 -0.076764999999999986 0.10022000000000002 0.11527000000000001 0.086035000000000014 -0.41094499999999995 -0.0018299999999999998 0.086505000000000012 -0.078654999999999989 0.12461500000000002 0.10837500000000001 0.23460000000000003 0.10819500000000001 0.63636000000000015 0.62200000000000011 0.13148500000000005 -0.09386499999999999 -0.088629999999999987 -0.099939999999999987 -0.083289999999999989 0.076195000000000013 -0.084519999999999984 -0.067109999999999989 -1.0000000180025095e-35 -0.072594999999999979 0.095175000000000023 -0.009474999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 8 -1 10 -10 -6 13 14 15 16 17 18 19 23 -21 -22 -23 -13 -24 -26 27 28 -27 -28
right_child=-2 -3 4 -5 11 -7 -8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 20 21 22 24 -25 25 26 29 -29 -30 -31
leaf_value=2.3391539121513979e-06 -1.8754543263007098e-06 2.150495327311676e-06 -7.6530004521590023e-06 1.0264001801780459e-05 -1.9938007491353867e-06 -4.4284715909270747e-06 2.1609400505440134e-06 -2.7098485989405337e-06 1.9062816800914545e-06 -2.9773876008221124e-06 -3.8284570733262016e-07 3.7850393255212115e-07 -1.9773694589275691e-06 2.1188093948391423e-06 -2.0930233285360542e-06 3.3382079684749692e-06 1.7783276090002883e-06 -1.9978673292455455e-06 2.6332961268686318e-06 5.1699952246053728e-06 -6.1926855854229267e-06 2.8330820613708955e-06 -1.9112306421657893e-06 -3.0843946750323862e-06 2.8979247793089422e-06 -1.627450930235292e-06 3.2855381914487228e-06 -5.7878750703821428e-06 4.9318862714980723e-06 1.2179255569699092e-08
leaf_weight=22 23 21 21 21 21 20 20 21 26 20 67 26 20 21 33 22 33 27 23 20 21 32 26 33 23 28 20 25 21 2364
leaf_count=22 23 21 21 21 21 20 20 21 26 20 67 26 20 21 33 22 33 27 23 20 21 32 26 33 23 28 20 25 21 2364
internal_value=0 1.3929e-08 -6.52651e-10 5.9499e-07 -4.58465e-08 -4.40975e-07 1.21493e-08 -2.63337e-07 1.17232e-07 -3.15355e-07 2.57125e-07 1.04234e-08 2.5359e-08 3.96745e-08 2.39518e-08 4.9411e-08 2.283e-08 1.28617e-09 2.15631e-08 -1.19927e-09 3.44105e-08 -5.71128e-09 4.5461e-08 -1.55837e-06 9.8791e-09 3.00116e-08 3.17601e-09 -1.17157e-06 1.18369e-06 3.96403e-08
internal_weight=0 3098 3077 217 2860 196 176 156 135 113 93 2839 2818 2798 2777 2744 2722 2689 2662 2639 2580 2560 2539 59 2507 2481 2458 74 49 2384
internal_count=3121 3098 3077 217 2860 196 176 156 135 113 93 2839 2818 2798 2777 2744 2722 2689 2662 2639 2580 2560 2539 59 2507 2481 2458 74 49 2384
is_linear=0
shrinkage=0.1


Tree=6939
num_leaves=31
num_cat=0
split_feature=132 394 1203 1348 448 483 151 0 1 1 1374 1375 1374 1374 481 133 1447 52 481 483 43 51 43 42 2 43 51 50 160 160
split_gain=7.10041e-09 4.05803e-08 2.7449e-08 7.23755e-09 2.04164e-08 1.33935e-08 8.44558e-09 7.99205e-09 6.46638e-08 7.5536e-08 1.55335e-08 1.03315e-08 1.08572e-08 8.96494e-09 8.51191e-09 4.88803e-08 1.29788e-07 3.67737e-08 1.20882e-08 3.78134e-08 5.77476e-08 1.34201e-08 2.45135e-08 4.3112e-08 2.91536e-08 2.85292e-08 3.17206e-08 2.81733e-08 1.6225e-08 4.347e-08
threshold=-0.083174999999999985 0.11233000000000001 0.088820000000000024 0.095915000000000014 0.056825000000000007 -0.47522499999999995 -0.5666199999999999 -0.23051499999999997 0.088975000000000012 0.10205500000000002 -0.15734499999999998 -0.090674999999999992 0.091490000000000016 0.084595000000000017 -0.086484999999999992 0.087625000000000022 0.059120000000000013 -0.026204999999999996 -0.079279999999999975 0.087520000000000014 -0.014584999999999999 0.096505000000000021 -0.010739999999999998 0.094935000000000005 0.11510000000000002 -0.077944999999999987 0.13831000000000002 0.09524500000000001 -0.090484999999999996 -0.088079999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 -7 8 -8 -10 -9 -12 13 14 15 16 17 -13 19 20 -16 28 25 24 27 -23 -27 -24 -20 -30
right_child=1 -3 -4 -5 -6 6 7 10 9 -11 11 12 -14 -15 18 -17 -18 -19 21 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-1.2262233289883972e-07 -2.4566487892033448e-06 4.530628131362846e-06 -3.4719688837217943e-06 -1.8391285114679098e-06 3.1306931570422119e-06 2.0679851596128173e-06 3.3710176334977859e-06 2.42276901326898e-06 -6.9087977244635113e-06 1.6879283559639567e-07 -1.6035740606103225e-06 -9.873934311105152e-07 1.8667887275114482e-06 -1.6499326225272171e-06 -6.1095592837563561e-06 4.8785759588554359e-06 -7.0183039020949289e-06 4.131537354447169e-06 7.0993204034705094e-07 1.9546293095537785e-06 3.2937092025046398e-07 9.3550508429257746e-07 -3.5531436606106586e-06 6.0748217316586308e-06 3.113038211170403e-06 -5.1468594551806745e-06 1.0753520461582444e-07 1.3255396314191565e-06 -4.7785281873302666e-06 -9.1716064784660465e-08
leaf_weight=194 22 20 28 21 21 20 25 27 25 38 39 23 32 32 26 24 21 36 254 26 30 86 20 20 35 20 27 29 20 1880
leaf_count=194 22 20 28 21 21 20 25 27 25 38 39 23 32 32 26 24 21 36 254 26 30 86 20 20 35 20 27 29 20 1880
internal_value=0 4.17348e-08 -5.45062e-07 1.05511e-08 2.41422e-08 1.14689e-09 2.03552e-08 5.70315e-09 -9.32163e-07 -2.63977e-06 3.61916e-08 1.21477e-08 3.60073e-08 1.35523e-08 3.42087e-08 9.20449e-07 -2.66989e-07 2.13602e-06 -3.0614e-09 -1.19692e-06 -2.66013e-06 3.78821e-08 7.52111e-07 1.90222e-06 9.08739e-07 -1.4722e-07 -2.12838e-06 -6.6576e-07 -4.07029e-08 -1.41051e-07
internal_weight=0 2899 222 2879 2858 2837 2815 2795 88 63 2707 2680 2641 2609 2577 104 80 59 2473 82 56 2391 237 104 84 133 47 49 2154 1900
internal_count=3121 2899 222 2879 2858 2837 2815 2795 88 63 2707 2680 2641 2609 2577 104 80 59 2473 82 56 2391 237 104 84 133 47 49 2154 1900
is_linear=0
shrinkage=0.1


Tree=6940
num_leaves=31
num_cat=0
split_feature=448 0 132 50 1185 1203 1204 2 14 142 2 12 45 46 1426 156 11 97 374 120 4 1 123 43 1 1 15 1 1428 1185
split_gain=8.58609e-09 1.44474e-08 7.48981e-09 2.02088e-07 1.191e-07 3.27019e-08 1.09337e-08 1.11546e-08 8.47007e-09 4.95937e-08 2.90773e-08 3.1752e-08 1.5604e-08 4.65384e-08 1.0607e-08 1.10044e-08 1.06026e-08 9.96956e-09 2.02816e-08 1.79005e-08 1.83121e-08 1.94038e-08 2.11782e-08 4.1968e-08 2.0491e-08 1.83873e-08 1.81995e-08 1.80102e-08 2.77389e-08 1.81563e-08
threshold=0.068920000000000023 -0.26343999999999995 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.082199999999999981 0.083585000000000007 0.078235000000000013 -0.057499999999999989 0.082850000000000021 0.087995000000000004 0.083445000000000005 0.10987500000000001 -0.094284999999999994 0.15173500000000004 0.096435000000000007 -0.086464999999999986 0.08987500000000001 1.0000000180025095e-35 0.63113500000000011 0.13559000000000002 0.091810000000000017 -0.050459999999999998 0.13332000000000002 0.12811000000000003 0.17980000000000004 0.11669000000000002 -0.071779999999999997 0.085600000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 7 -6 9 -8 -10 -12 14 -14 -11 16 17 -16 19 20 21 24 23 -23 25 26 27 28 -19 -30
right_child=-2 2 4 -5 6 -7 8 -9 10 12 11 -13 13 -15 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=2.0945178689682066e-06 -2.0653204649079275e-06 -4.0291320881428217e-09 -7.3816804698171015e-06 9.8820997176777131e-06 3.2328279563184229e-06 -4.2687813413522239e-06 4.8511953060542948e-06 1.0656135418685153e-07 -4.0408201708368834e-06 2.1888568054154432e-06 -1.4176514709592889e-06 3.4052331272960147e-06 -5.3987009869160836e-06 1.4232032134486872e-06 -2.1893637549077366e-06 -1.9879327737726273e-06 1.6632839384256889e-06 -3.76782760667993e-06 2.5831414475874228e-06 -2.7504120794219489e-06 2.93424882112872e-06 -5.9497634806989071e-06 1.0977768340580952e-06 -6.3940998734200669e-07 3.2114962823470704e-06 -2.5053852196237886e-06 2.7118685738969364e-06 1.3182561011637169e-06 -7.0103420113345096e-08 1.8967045117316655e-06
leaf_weight=33 20 178 22 21 21 20 21 25 23 22 43 20 20 20 21 28 38 20 30 24 21 22 24 46 20 29 25 99 2117 48
leaf_count=33 20 178 22 21 21 20 21 25 23 22 43 20 20 20 21 28 38 20 30 24 21 22 24 46 20 29 25 99 2117 48
internal_value=0 1.33171e-08 -9.06869e-09 5.54481e-07 -5.23882e-08 -4.34812e-07 4.64908e-09 1.53377e-06 -2.06438e-08 1.05316e-08 -9.97596e-07 1.13423e-07 -2.74841e-08 -1.98775e-06 2.28458e-09 -1.61322e-08 5.23408e-09 -1.95129e-08 -1.46665e-09 -3.25441e-08 -6.14635e-09 -3.13497e-08 -1.4561e-06 -2.35747e-06 2.42384e-08 -3.02642e-09 2.84021e-08 -9.70369e-10 -6.07431e-08 -2.64975e-08
internal_weight=0 3101 3068 219 2849 198 2827 46 2781 2695 86 63 2674 40 2634 2612 2584 2546 2525 2495 2471 2450 92 68 2358 2338 2309 2284 2185 2165
internal_count=3121 3101 3068 219 2849 198 2827 46 2781 2695 86 63 2674 40 2634 2612 2584 2546 2525 2495 2471 2450 92 68 2358 2338 2309 2284 2185 2165
is_linear=0
shrinkage=0.1


Tree=6941
num_leaves=31
num_cat=0
split_feature=421 9 2 10 34 11 149 47 47 47 10 3 2 159 148 447 147 1453 131 0 43 1374 43 4 1375 151 43 4 43 2
split_gain=7.6066e-09 1.19038e-08 2.39926e-08 1.25576e-08 2.31099e-08 2.16434e-08 1.13971e-08 8.67937e-09 5.03496e-08 3.49405e-08 1.34933e-08 3.35765e-08 2.30597e-08 2.05133e-08 1.51673e-08 1.70376e-08 1.49886e-08 1.31218e-08 1.92767e-08 1.37343e-08 1.26445e-08 7.19877e-08 6.94539e-08 1.49486e-07 8.27115e-08 4.06242e-08 3.47126e-08 2.92952e-08 2.10301e-08 2.07277e-08
threshold=-1.0000000180025095e-35 0.092410000000000006 -0.15339499999999998 0.053330000000000009 -0.028109999999999996 -1.0000000180025095e-35 0.091325000000000003 0.092165000000000011 0.096475000000000019 0.090100000000000013 -0.0093599999999999985 -0.047929999999999993 -0.020134999999999997 0.091070000000000012 -0.10069499999999999 0.091515000000000013 0.093615000000000018 -1.0000000180025095e-35 0.095715000000000008 -0.060129999999999996 -0.081944999999999976 0.086765000000000023 -0.08287499999999999 -0.0065699999999999986 -0.090674999999999992 -0.093064999999999981 -0.081374999999999989 0.16173500000000005 -0.08076499999999999 0.11510000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 9 -9 10 11 -7 -12 -13 -14 16 20 -10 19 -19 21 22 24 -24 -16 -26 -22 29 -28 -27
right_child=1 2 -4 4 -6 6 -8 8 17 -11 12 13 14 -15 15 -17 -18 18 -20 -21 26 -23 23 -25 25 27 28 -29 -30 -31
leaf_value=-1.9439489278738621e-06 3.0674993329581492e-06 -3.9663646357776431e-07 4.11016190766878e-06 -4.0672623548570775e-06 6.8244238207171301e-07 4.1930480386377492e-06 -1.6475725845209257e-06 -3.8959058835979177e-06 2.4458900625745631e-06 4.1349775767143691e-06 -3.3861690451431063e-06 1.3122739652598761e-06 2.3802489766711477e-06 -2.4029573066657222e-06 -6.2897235958795754e-06 -2.4555249085876441e-06 2.6237293850912963e-06 4.9293419267149206e-07 -2.3296423782503066e-06 -1.4667845759804137e-06 -3.4023724065690434e-06 5.9989335074400243e-06 9.9360978938730948e-06 -9.9529420975253253e-07 3.9624897191550615e-06 -2.7821659664972744e-08 2.2173778298122509e-06 -2.8402610098510196e-06 -1.3160695735355602e-07 3.0452666736812758e-06
leaf_weight=20 23 27 21 21 20 27 42 38 20 21 20 42 27 23 21 28 22 191 37 44 32 22 22 29 26 480 39 36 1677 23
leaf_count=20 23 27 21 21 20 27 42 38 20 21 20 42 27 23 21 28 22 191 37 44 32 22 22 29 26 480 39 36 1677 23
internal_value=0 1.25348e-08 1.57509e-06 -1.2032e-08 -1.75033e-06 1.16301e-08 -1.18844e-08 1.1427e-08 -4.71853e-07 7.2368e-08 3.9504e-08 1.22891e-06 -4.19621e-09 -2.34633e-09 2.30338e-08 -2.86962e-09 2.54031e-08 -2.6257e-08 -2.08033e-07 1.26008e-07 1.65434e-09 3.74939e-07 1.80704e-07 3.72021e-06 -1.27342e-07 1.01703e-07 -1.39075e-07 -8.45318e-08 -7.82209e-08 1.12697e-07
internal_weight=0 3101 48 3053 41 3012 2989 2947 330 2617 2596 92 2504 65 2484 2457 2429 292 272 235 2407 659 637 51 586 565 1748 539 1716 503
internal_count=3121 3101 48 3053 41 3012 2989 2947 330 2617 2596 92 2504 65 2484 2457 2429 292 272 235 2407 659 637 51 586 565 1748 539 1716 503
is_linear=0
shrinkage=0.1


Tree=6942
num_leaves=31
num_cat=0
split_feature=448 0 130 40 12 142 3 11 9 9 8 34 10 151 42 150 150 150 150 1 45 132 15 132 50 2 2 1213 150 150
split_gain=8.23404e-09 1.143e-08 7.67626e-09 2.60926e-08 9.12096e-09 1.85098e-08 1.56837e-08 1.50141e-08 1.36469e-08 3.07342e-08 2.43527e-08 1.21668e-08 1.53604e-08 1.19634e-08 3.62603e-08 1.21975e-08 1.4303e-08 1.74498e-08 3.291e-08 1.28424e-08 1.19153e-08 1.23584e-08 2.13346e-07 1.00306e-07 3.47369e-08 1.23503e-08 1.38659e-08 1.2678e-08 1.11234e-08 3.04561e-08
threshold=0.068920000000000023 -0.26343999999999995 -0.23647499999999996 -0.23755499999999996 0.12757000000000002 -0.057499999999999989 -0.049509999999999992 -1.0000000180025095e-35 0.091600000000000015 0.085555000000000006 0.091215000000000004 -0.097449999999999981 1.0000000180025095e-35 0.11088000000000002 0.088200000000000014 0.12706500000000001 0.11648500000000002 0.10980500000000001 0.10605000000000002 0.15799000000000005 0.084355000000000013 -0.083284999999999984 0.091915000000000011 -0.076764999999999986 0.08461500000000001 0.10497000000000002 0.090675000000000019 0.086260000000000017 0.099590000000000026 0.094605000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6 -7 9 11 -10 -9 13 15 -15 16 17 18 19 20 21 22 24 -23 25 26 27 -13 29 -25
right_child=-2 2 3 4 6 7 -8 8 10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=1.8641965528910408e-06 -2.022532118246545e-06 -1.95958520823325e-06 3.1008313298320482e-06 2.8290405344191443e-06 -2.5683268003401988e-06 -2.3234738177637028e-06 6.9205442650854817e-07 2.2922678404622435e-06 -4.3255361583760534e-06 3.7537093786258168e-06 3.5606814890343236e-07 -6.0890956479238119e-07 -2.53613888615926e-06 4.2607833204328927e-06 -9.7889560178389605e-07 -2.0641958838433344e-06 2.0060383297147513e-06 -2.712973830891012e-06 3.405832828866957e-06 -2.5650862127690743e-06 1.927455358811365e-06 -7.1591201094634013e-06 9.342463537450387e-06 -5.6910385744087155e-08 -4.4728133912030903e-06 1.9940382717322794e-06 -2.8532946341996991e-06 1.982944588235114e-06 -1.7675744088960899e-06 3.5239187127444894e-06
leaf_weight=33 20 20 27 23 36 28 25 23 20 22 25 77 24 25 28 29 35 24 28 20 31 20 25 2302 20 25 20 25 37 24
leaf_count=33 20 20 27 23 36 28 25 23 20 22 25 77 24 25 28 29 35 24 28 20 31 20 25 2302 20 25 20 25 37 24
internal_value=0 1.30448e-08 -6.8665e-09 5.94661e-09 -2.17137e-08 3.23015e-09 -1.2321e-06 -1.88991e-08 3.28311e-09 3.04328e-08 -1.72464e-06 1.61083e-09 -1.70785e-08 4.55211e-09 1.49265e-06 -2.42113e-08 -2.40533e-09 -2.86546e-08 -4.38042e-09 -4.07422e-08 -2.13689e-08 -4.48304e-08 7.26969e-07 -1.07015e-07 -5.62776e-07 -3.07984e-08 -4.45724e-07 2.63488e-08 -4.73271e-08 -1.99629e-08
internal_weight=0 3101 3068 3048 3021 2960 61 2937 2909 2864 45 2842 2819 2795 53 2742 2713 2678 2654 2626 2606 2575 192 2383 167 147 122 102 2363 2326
internal_count=3121 3101 3068 3048 3021 2960 61 2937 2909 2864 45 2842 2819 2795 53 2742 2713 2678 2654 2626 2606 2575 192 2383 167 147 122 102 2363 2326
is_linear=0
shrinkage=0.1


Tree=6943
num_leaves=31
num_cat=0
split_feature=130 130 52 13 13 16 13 394 42 0 132 43 1204 50 400 16 16 16 15 42 2 2 2 16 147 156 3 155 155 147
split_gain=8.36952e-09 4.57576e-08 2.23005e-08 2.35728e-08 3.918e-08 3.05283e-08 3.52489e-08 2.11383e-08 5.09858e-08 1.92208e-08 1.27375e-08 2.27704e-07 1.39793e-07 4.30464e-08 1.26684e-08 6.38586e-08 1.04176e-08 1.4091e-08 2.11706e-08 1.01895e-08 2.70942e-08 9.09473e-09 7.22146e-08 2.79184e-08 2.9122e-08 2.54634e-08 3.6776e-08 5.6423e-08 3.0568e-08 3.06785e-08
threshold=-0.0089599999999999975 -0.0048749999999999991 0.10611000000000001 -0.011914999999999999 -0.017449999999999997 -0.092124999999999985 0.24394000000000002 -0.0065099999999999993 -0.021469999999999996 -0.079119999999999982 -0.083284999999999984 -0.011694999999999999 -0.082199999999999981 0.09227500000000001 -0.064794999999999978 -0.076669999999999988 -0.095094999999999985 -0.073404999999999984 -0.066844999999999988 -0.031659999999999994 0.084515000000000021 0.10613000000000002 0.10699500000000002 0.55700000000000005 0.093875000000000014 -0.067809999999999981 -0.24163499999999996 0.11854500000000001 0.090695000000000012 0.097985000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 9 8 -3 19 11 -9 -12 16 15 -14 -13 -18 -19 -7 -21 23 -23 24 -16 -24 -27 28 29 -28
right_child=1 7 -4 5 -6 6 -8 10 -10 -11 12 13 14 -15 21 -17 17 18 -20 20 -22 22 25 -25 -26 26 27 -29 -30 -31
leaf_value=-8.6112599547050188e-07 -3.642056461542e-06 -3.340654809737596e-07 3.7571434452843281e-06 -3.4475378620763206e-06 3.973180709611992e-06 1.5608418576645107e-06 4.0011028713273668e-06 9.3881546403141484e-06 5.6866208674157614e-06 -2.630397254961281e-06 -7.1256344548536227e-06 -1.7531945625629914e-06 -8.722164604283275e-07 -4.3224131551206868e-06 4.5755077792594149e-08 5.8815454351480149e-06 2.5415768382467483e-06 2.1631700953796761e-06 -1.7955880603689626e-06 1.7283487215043654e-06 -3.0233350422292916e-06 -5.3525269160153201e-06 3.3524951788876937e-06 3.0777389327359594e-06 -3.6140636033430632e-06 -3.2413364893867628e-06 6.2431846134549804e-08 4.3937947945475269e-06 -4.1297872758150333e-06 -3.2927933338261683e-06
leaf_weight=30 35 39 20 27 38 37 21 26 22 30 28 24 42 28 1855 21 26 22 35 24 24 28 20 30 22 39 452 27 20 29
leaf_count=30 35 39 20 27 38 37 21 26 22 30 28 24 42 28 1855 21 26 22 35 24 24 28 20 30 22 39 452 27 20 29
internal_value=0 -4.84286e-08 5.53742e-07 2.76391e-07 1.8404e-06 -3.76079e-07 2.33696e-07 -4.06278e-09 1.83733e-06 -4.54265e-07 -4.45548e-08 8.18714e-07 -9.77451e-08 -8.31697e-07 -2.1621e-08 1.37904e-06 8.17616e-08 6.12351e-07 -2.67646e-07 3.13782e-07 -6.47493e-07 -5.66097e-08 -3.91005e-07 5.12315e-08 2.85896e-09 -1.5434e-07 -2.78037e-07 -5.91574e-08 -2.99137e-07 -1.39858e-07
internal_weight=0 2870 251 231 68 163 136 2835 61 115 2774 161 2613 135 2585 63 107 83 57 85 48 2522 615 1907 1877 587 567 528 501 481
internal_count=3121 2870 251 231 68 163 136 2835 61 115 2774 161 2613 135 2585 63 107 83 57 85 48 2522 615 1907 1877 587 567 528 501 481
is_linear=0
shrinkage=0.1


Tree=6944
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1204 131 44 158 1455 1456 1455 1452 1455 49 49 12 475 475 49 49 1447 43 1447 1456 1447 1447 480 1453 49 1456 483
split_gain=1.00903e-08 4.94081e-08 2.13627e-08 1.02598e-08 8.26865e-09 7.4509e-09 2.87262e-08 8.24663e-09 3.62529e-08 3.3475e-08 1.51931e-08 1.28558e-08 9.43007e-09 3.14426e-08 4.02413e-08 2.99452e-08 6.29055e-08 2.10185e-08 2.0528e-08 1.84345e-08 9.77889e-08 1.69789e-07 5.45518e-08 9.2208e-08 3.45634e-08 6.21091e-08 3.44008e-08 2.28029e-08 2.98038e-08 1.85898e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.082199999999999981 0.10156500000000002 0.099360000000000018 -0.47356499999999996 -0.097209999999999977 -0.15824499999999997 -0.090354999999999977 -0.069739999999999983 -0.037084999999999993 0.088930000000000009 0.08610000000000001 0.085325000000000012 -0.086279999999999982 -0.06562999999999998 0.092185000000000017 0.09517500000000001 -0.086279999999999982 -0.014584999999999999 -0.10333499999999998 -0.15308499999999997 -0.085644999999999985 -0.082824999999999982 0.11387000000000001 -0.079499999999999987 0.084075000000000025 0.11027500000000001 0.098395000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 -5 8 -8 -9 -11 -12 13 19 -15 -14 -17 -18 -19 20 21 -13 -21 -24 -25 26 -26 28 29 -28
right_child=1 3 -4 5 -6 -7 7 9 -10 10 11 12 15 14 -16 16 17 18 -20 22 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-2.77077647907307e-07 4.8826981756498027e-06 3.0281372494300744e-06 -3.2318522544626051e-06 3.3167761942492619e-06 3.0017440735718995e-07 -1.5031308207929243e-06 6.5042144130027171e-07 4.0787714374346256e-06 -4.5267912138938084e-06 -2.6447000622779758e-06 1.926111017316062e-06 8.6711262502875251e-07 -4.1591877431658635e-06 -3.1598720700761387e-07 5.4749061485874035e-06 3.755482167824604e-06 -3.0198724042358148e-06 2.2551607895156152e-06 -6.8689354831816573e-07 -5.0245657110367798e-06 3.9071718924293717e-06 -1.0619718630263979e-05 6.8552298205304393e-06 -3.0389172246082633e-06 3.9649422267922837e-06 5.6321191590313906e-06 -5.9536648777686849e-08 3.1908072597533733e-06 -3.7937346568079582e-06 1.7731525640117565e-06
leaf_weight=194 21 20 28 26 25 33 38 20 21 22 34 31 21 24 24 35 35 26 270 21 23 22 20 36 22 20 1909 22 21 57
leaf_count=194 21 20 28 26 25 33 38 20 21 22 34 31 21 24 24 35 35 26 270 21 23 22 20 36 22 20 1909 22 21 57
internal_value=0 4.97669e-08 -6.49752e-07 1.45023e-08 1.5126e-06 -9.29388e-09 8.31206e-09 -2.26973e-08 -1.19232e-06 2.71977e-09 -2.75292e-08 -5.98872e-09 -3.08812e-08 4.74814e-08 2.57946e-06 -4.86883e-07 -2.76177e-07 -7.02485e-07 -4.2847e-07 -7.66152e-09 -1.538e-06 -3.90101e-06 4.69936e-08 9.75407e-08 3.27809e-08 8.66966e-08 3.20888e-08 -1.09788e-08 -4.64289e-08 -6.40171e-09
internal_weight=0 2899 222 2878 45 2833 2800 2774 59 2715 2695 2673 2639 2252 48 387 366 331 296 2204 76 53 2128 2107 2087 2051 2031 2009 1987 1966
internal_count=3121 2899 222 2878 45 2833 2800 2774 59 2715 2695 2673 2639 2252 48 387 366 331 296 2204 76 53 2128 2107 2087 2051 2031 2009 1987 1966
is_linear=0
shrinkage=0.1


Tree=6945
num_leaves=31
num_cat=0
split_feature=132 399 1203 1204 1204 130 40 47 401 42 42 133 1210 47 10 33 47 47 42 44 50 48 457 148 457 4 457 49 3 403
split_gain=8.28313e-09 3.94768e-08 2.24565e-08 1.05806e-08 1.37285e-08 9.93687e-09 1.46324e-08 8.06228e-09 7.62378e-09 3.87544e-08 3.33549e-08 2.82881e-08 1.44432e-08 1.06032e-08 9.64657e-08 5.72596e-08 3.25362e-08 2.74748e-08 2.50015e-08 1.72903e-08 2.86253e-08 1.64902e-08 2.92197e-08 1.78541e-08 2.36733e-08 9.84779e-08 1.9156e-08 1.26758e-08 1.23162e-08 5.86108e-08
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 -0.082884999999999986 -0.080654999999999991 -0.22699999999999995 -0.23202499999999995 0.14397500000000002 -0.078179999999999986 0.10306000000000001 0.11839500000000001 0.51114000000000004 0.24726500000000004 0.094160000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.097970000000000015 0.091210000000000013 -0.0098899999999999978 0.099360000000000018 0.10965000000000001 0.12879500000000002 0.41022000000000008 -0.10069499999999999 0.098180000000000003 -0.010024999999999997 0.091495000000000007 -0.015259999999999998 -0.082594999999999988 -0.5341999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 -6 -7 8 9 -8 -11 12 13 15 -15 -10 -16 21 -18 20 27 22 23 -17 26 -26 28 -20 -25 -30
right_child=1 -3 -4 4 5 6 7 -9 11 10 -12 -13 -14 14 16 17 18 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-2.7172399789631581e-07 1.6820890393958237e-06 3.2464220866083787e-06 -3.7893890055329391e-06 -2.5672973569003589e-06 -2.1178583066020192e-06 2.2902788966153563e-06 4.2305673305236269e-06 -2.0077824933650847e-06 -4.4168825631156026e-06 -2.5923505145186711e-06 2.4657872017996853e-06 -3.0245889020409693e-06 2.4558994956199363e-06 7.269214183907025e-06 -3.6233825374603679e-06 2.9093328407725495e-06 3.4564528675673504e-06 3.67051849480049e-06 2.1201010357882216e-06 -2.6043468280208389e-06 3.8335166490945818e-06 -2.7161724979716544e-06 3.1854135016828879e-06 1.9714174509783041e-07 2.9720271124049416e-06 -6.0197536107619371e-06 2.2135317475953639e-06 -4.725829518637318e-07 -4.9858309643888371e-06 -1.8667844070948955e-07
leaf_weight=196 37 38 20 21 22 28 25 20 30 32 22 31 24 20 22 20 24 20 22 22 21 23 28 910 21 29 37 132 26 1198
leaf_count=196 37 38 20 21 22 28 25 20 30 32 22 31 24 20 22 20 24 20 22 22 21 23 28 910 21 29 37 132 26 1198
internal_value=0 4.44318e-08 -5.97434e-07 1.99175e-09 -1.99742e-08 -9.30479e-10 1.57801e-08 -7.30288e-09 7.30449e-09 9.75396e-07 -5.31628e-07 -2.14471e-08 1.39646e-08 -8.53306e-09 5.93514e-07 -7.61413e-08 4.40739e-08 -1.98168e-08 4.0916e-07 3.79162e-08 3.70086e-07 -5.20186e-08 -2.50131e-08 -6.51255e-08 -9.19104e-08 -2.24321e-06 -4.23642e-08 -1.022e-07 -8.14777e-08 -2.88621e-07
internal_weight=0 2905 216 2867 2830 2809 2787 2759 2739 79 54 2660 2629 2605 263 2342 243 2312 221 197 175 2292 2269 2241 2221 50 2171 154 2134 1224
internal_count=3121 2905 216 2867 2830 2809 2787 2759 2739 79 54 2660 2629 2605 263 2342 243 2312 221 197 175 2292 2269 2241 2221 50 2171 154 2134 1224
is_linear=0
shrinkage=0.1


Tree=6946
num_leaves=31
num_cat=0
split_feature=33 9 3 9 34 11 132 132 1203 1186 129 12 394 42 394 394 1204 1 128 16 0 0 128 43 43 2 43 158 158 133
split_gain=9.1997e-09 1.04737e-08 4.20923e-08 8.29333e-09 1.05153e-08 1.66898e-08 7.60575e-09 3.41376e-08 1.7729e-08 8.59342e-09 1.78426e-08 1.31831e-08 1.17588e-08 3.74142e-08 2.34841e-08 2.37064e-08 1.27135e-08 9.20408e-09 7.66431e-09 3.48924e-08 7.45715e-08 3.68267e-08 1.92867e-08 1.14079e-08 4.9357e-08 2.83413e-07 4.45821e-08 2.61087e-08 5.38506e-08 3.63207e-08
threshold=-0.044254999999999996 0.091600000000000015 -0.13309499999999996 0.085355000000000014 -0.08786999999999999 -1.0000000180025095e-35 -0.083449999999999983 -0.076764999999999986 0.089480000000000018 0.084720000000000004 -0.077709999999999987 0.087445000000000009 -0.087044999999999997 -0.12995999999999999 -0.078674999999999981 -0.0065099999999999993 -0.082199999999999981 0.086105000000000015 0.090375000000000025 -0.080954999999999985 -0.077999999999999986 -0.070499999999999993 0.085955000000000018 -0.077824999999999991 -0.076484999999999984 0.092875000000000013 -0.078139999999999973 0.10667500000000002 0.093160000000000007 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 8 -8 -7 10 -9 -11 13 -12 17 -16 -17 -14 22 -20 -21 -22 23 26 25 -25 27 28 -18 -29
right_child=1 2 -4 -5 5 6 7 9 -10 11 12 -13 14 -15 15 16 18 -19 19 20 21 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=2.0376913853552155e-06 2.2815090050443134e-06 2.0060351739010168e-06 -3.6409221290038356e-06 1.9447824601312197e-06 -2.8981828722862702e-06 -2.8189444882068909e-07 3.8809871057310376e-06 -2.850077307605468e-06 -3.4104501605725094e-06 2.8901743995937488e-06 -1.3987494696721116e-06 -1.2069036825557828e-07 -3.9414418120031769e-06 3.981909713145017e-06 3.0816318267170573e-06 2.0690388860908445e-06 1.0071611124327638e-07 -9.0761903663860728e-07 2.1108972670650211e-06 -5.6591489446589097e-06 3.7070499599524609e-06 -2.2887680006533631e-06 2.7077858012839549e-06 -9.3097607913800713e-06 -9.5240723986021075e-08 5.7362368985585437e-06 4.6862931743486451e-06 -5.1228794094723444e-06 4.2786591635035624e-06 5.605206247903128e-07
leaf_weight=22 20 22 33 22 20 192 23 22 20 26 24 33 20 28 25 29 859 20 28 32 21 20 26 31 1383 21 22 22 32 23
leaf_count=22 20 22 33 22 20 192 23 22 20 26 24 33 20 28 25 29 859 20 28 32 21 20 26 31 1383 21 22 22 32 23
internal_value=0 -1.44703e-08 -1.38214e-06 1.02412e-08 -3.84216e-09 -1.90677e-08 2.42275e-10 4.44243e-08 -5.77041e-07 1.23016e-08 -1.39023e-08 1.20613e-06 9.50204e-09 1.49853e-06 -2.0119e-08 1.72456e-08 -1.28092e-08 -2.42453e-06 -3.6767e-08 -8.90247e-07 -2.04137e-06 7.82261e-07 -1.13179e-09 -3.05642e-08 -2.08961e-07 -3.23349e-06 2.36659e-07 1.32074e-07 2.50766e-07 -2.21803e-06
internal_weight=0 3099 55 3044 3022 3002 2982 2770 212 2747 2688 59 2666 52 2614 2574 2549 40 2520 101 73 41 2419 2393 1435 52 958 936 891 45
internal_count=3121 3099 55 3044 3022 3002 2982 2770 212 2747 2688 59 2666 52 2614 2574 2549 40 2520 101 73 41 2419 2393 1435 52 958 936 891 45
is_linear=0
shrinkage=0.1


Tree=6947
num_leaves=31
num_cat=0
split_feature=33 34 10 9 47 9 47 47 47 2 1 50 1 128 160 3 48 131 1209 1208 132 1203 1185 50 132 15 1427 12 12 12
split_gain=7.45177e-09 1.03372e-08 7.37567e-09 1.09949e-08 9.8466e-09 1.85848e-07 1.2607e-07 2.88446e-08 1.3803e-08 1.30533e-08 1.58885e-08 3.53354e-08 3.13653e-08 1.05309e-08 1.24342e-08 2.67706e-08 1.46799e-08 1.00847e-08 1.15784e-08 1.75609e-08 1.11515e-08 2.73785e-07 1.20504e-07 2.55651e-08 1.38137e-08 1.423e-08 1.08585e-08 2.5301e-08 1.08016e-08 7.71095e-08
threshold=-0.044254999999999996 -0.112215 0.11294000000000003 0.091600000000000015 0.094160000000000008 0.082870000000000013 0.096475000000000019 0.091340000000000018 0.089640000000000011 0.14445500000000003 0.099660000000000012 0.13159000000000001 0.092695000000000013 0.09445000000000002 -0.016279999999999996 -0.077104999999999993 0.12118000000000002 0.13767000000000004 0.14268500000000003 0.11253500000000001 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.087730000000000016 -0.41094499999999995 -0.09551999999999998 0.087520000000000001 0.088725000000000012 0.085355000000000014 0.085635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -6 8 17 10 12 13 -8 14 -12 -16 -17 18 19 20 21 23 -22 24 -3 -26 28 -28 -24 -30
right_child=1 2 -4 -5 6 -7 9 -9 -10 -11 11 -13 -14 -15 15 16 -18 -19 -20 -21 22 -23 26 -25 25 -27 27 -29 29 -31
leaf_value=1.8339222296245599e-06 -2.1251500005865122e-06 1.7477660260389883e-06 1.6799132512145523e-06 -1.7487946315163248e-06 8.221562810888373e-06 -9.423254687135342e-06 1.6151282989810966e-07 3.8044158799266372e-06 -2.5019424728353363e-06 -2.270151386927983e-06 1.6728437279717973e-06 4.4949158336748956e-06 -3.8888721974217335e-06 2.2971648999849833e-06 -3.8473690654514251e-06 1.3757366351766418e-06 -1.9288647490611767e-06 -2.1187555319102103e-06 2.4281065952891372e-06 -2.9389702558546562e-06 -7.7517098270618605e-06 1.1831799432115987e-05 -2.5288116358646503e-07 -3.8192743431864072e-06 -2.9544356577627609e-06 -6.3536658695776777e-08 3.1234248347443231e-06 -9.5083241157462229e-07 4.4586701478249046e-06 5.5457449633722436e-08
leaf_weight=22 23 32 26 36 20 21 94 20 22 23 28 23 24 21 21 41 20 22 20 20 20 20 940 21 21 90 35 27 41 1327
leaf_count=22 23 32 26 36 20 21 94 20 22 23 28 23 24 21 21 41 20 22 20 20 20 20 940 21 21 90 35 27 41 1327
internal_value=0 -1.30255e-08 2.76741e-09 -1.15296e-08 9.22077e-09 -5.25276e-08 5.38296e-07 2.09546e-08 -7.51389e-09 1.73969e-08 2.10829e-07 8.79846e-07 -6.62294e-07 2.45139e-07 -1.46611e-07 -7.67888e-07 2.92261e-07 1.33046e-08 3.12484e-08 1.27684e-08 3.57035e-08 7.8586e-07 -2.20492e-08 -5.61205e-07 -8.27478e-08 -6.10463e-07 4.318e-08 1.34915e-06 8.09758e-09 1.87425e-07
internal_weight=0 3099 3076 3050 3014 2699 315 2678 2658 295 272 154 118 131 110 82 61 2636 2614 2594 2574 184 2390 164 143 111 2370 62 2308 1368
internal_count=3121 3099 3076 3050 3014 2699 315 2678 2658 295 272 154 118 131 110 82 61 2636 2614 2594 2574 184 2390 164 143 111 2370 62 2308 1368
is_linear=0
shrinkage=0.1


Tree=6948
num_leaves=31
num_cat=0
split_feature=132 1185 1203 45 11 9 33 8 147 147 483 479 0 0 52 4 3 4 471 157 474 13 1 16 16 13 43 16 4 130
split_gain=7.48833e-09 5.069e-08 2.28547e-08 7.25958e-09 1.0727e-08 1.32438e-08 2.73902e-08 2.15749e-08 7.24575e-09 1.55889e-08 9.01769e-09 1.22152e-08 1.33186e-08 1.50772e-08 1.31692e-08 1.2292e-08 4.46366e-08 1.17484e-08 5.4322e-08 3.09329e-08 1.88244e-08 1.10997e-08 3.60501e-08 1.30097e-08 6.78731e-08 6.03698e-08 3.36102e-08 1.91493e-07 7.92801e-08 2.30254e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.067109999999999989 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 0.092550000000000007 0.099230000000000013 0.093875000000000014 -0.47181499999999993 0.11469500000000001 0.13134000000000004 0.22582000000000002 0.093665000000000012 -0.50940999999999981 -0.020429999999999997 -0.50052499999999989 -0.085064999999999988 -0.0013449999999999998 -0.23025999999999996 -0.17933499999999997 0.092845000000000025 -0.056919999999999991 -0.06421499999999998 -0.063184999999999977 0.055925000000000009 -0.046599999999999996 -0.041644999999999995 -0.22699999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 -6 -7 9 10 -8 12 15 14 -14 16 -12 19 -19 -17 -20 22 -22 24 29 -26 27 -25 -28 -23
right_child=1 3 -4 4 5 7 8 -9 -10 -11 11 -13 13 -15 -16 17 -18 18 20 -21 21 23 -24 26 25 -27 28 -29 -30 -31
leaf_value=-1.7427685519315982e-07 4.9380947530153213e-06 -1.8914206293629832e-06 -3.2304959704885862e-06 2.0827759535677616e-06 3.1983617544837114e-06 -4.0267728650178473e-06 1.7556276212605462e-06 5.0616776575008683e-07 1.40722689884064e-06 -2.5581695240362025e-06 -4.5969260607027816e-06 -2.4794002189310053e-06 9.6165240000996636e-07 -8.7950308132652343e-07 4.2971787820533796e-06 3.6941304041907388e-06 7.8028313234761679e-07 -5.2214426867180922e-06 2.5894133321863983e-06 -1.4550323078310613e-06 -4.6091870674755146e-06 -3.1668208191062841e-06 -1.5724856038581321e-07 -9.1820064350637664e-06 4.1741215454749182e-07 8.1872141663552618e-06 6.8095693248696166e-06 -1.3972896589256001e-07 -1.0937894794930495e-06 1.7350941061823146e-07
leaf_weight=194 21 20 28 25 27 21 29 21 36 24 26 20 29 21 20 28 38 20 28 20 22 21 105 24 20 20 22 970 30 1191
leaf_count=194 21 20 28 25 27 21 29 21 36 24 26 20 29 21 20 28 38 20 28 20 22 21 105 24 20 20 22 970 30 1191
internal_value=0 4.28676e-08 -5.59746e-07 7.14838e-09 2.04344e-08 2.23511e-09 2.87584e-08 -1.7603e-06 -2.20369e-09 -2.08032e-08 1.71779e-09 -1.72966e-08 1.25036e-09 1.36231e-06 2.32309e-06 -3.56063e-08 -1.40421e-06 -8.61921e-10 -3.09373e-08 1.54865e-06 1.13824e-08 -1.83846e-08 -9.28451e-07 3.19106e-08 2.49392e-07 4.30231e-06 -2.28402e-07 -3.58054e-07 2.24994e-06 1.15632e-07
internal_weight=0 2899 222 2878 2858 2833 2791 42 2764 2728 2704 2675 2655 70 49 2585 64 2521 2473 48 2453 2425 127 2298 1252 40 1046 994 52 1212
internal_count=3121 2899 222 2878 2858 2833 2791 42 2764 2728 2704 2675 2655 70 49 2585 64 2521 2473 48 2453 2425 127 2298 1252 40 1046 994 52 1212
is_linear=0
shrinkage=0.1


Tree=6949
num_leaves=31
num_cat=0
split_feature=130 40 4 401 47 2 47 0 484 1 484 13 13 47 2 12 3 13 1 1 4 1447 1 16 1 1 1 3 43 50
split_gain=7.89033e-09 1.24353e-08 1.23266e-08 7.18939e-09 8.85724e-09 6.32358e-08 2.90248e-08 1.08093e-08 1.006e-08 1.77854e-08 1.49585e-08 1.28751e-08 1.89876e-08 1.53584e-08 1.25284e-08 2.63119e-08 1.10022e-08 1.09707e-08 9.11682e-09 9.39176e-08 1.36327e-07 3.55651e-08 3.70985e-08 9.00476e-08 8.99881e-08 7.2515e-08 6.68953e-08 8.5465e-08 7.08201e-08 9.59945e-08
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 0.13837000000000002 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.026509999999999995 -0.078424999999999981 0.090275000000000008 -0.051889999999999999 -0.080519999999999994 -0.072309999999999985 0.097480000000000011 0.11704500000000001 0.092995000000000008 -0.085114999999999982 -0.088464999999999988 0.092235000000000025 0.093890000000000015 -0.04890499999999999 0.059120000000000013 0.085475000000000009 -0.092484999999999984 0.086560000000000012 0.084785000000000013 0.087695000000000009 -0.080409999999999995 -0.011694999999999999 0.090630000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 18 8 9 -7 -10 16 -13 -14 15 -15 -12 -18 21 20 -20 22 25 -24 -25 -3 -26 28 29 -28
right_child=1 2 -4 -5 5 7 -8 -9 10 -11 11 12 13 14 -16 -17 17 -19 19 -21 -22 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=1.845340015595708e-06 -2.4991669647533856e-06 -1.6564550385966628e-08 2.054393899172659e-06 -1.8609638746489684e-06 -5.9417451711851757e-06 6.9740492184185614e-07 3.7592214106379766e-06 -2.1827887678682601e-06 2.6620032440879034e-06 -3.0776570928135421e-06 -6.4129266093004848e-07 -2.9637011209615594e-06 -2.5037961933094268e-06 2.9626811544275349e-06 -1.5047505079881219e-06 -7.8638360416031594e-07 7.2944664350808166e-07 3.7738458013336638e-06 2.9818655093549752e-07 4.6033564492820677e-08 -9.7004875960919887e-06 3.3008668586782213e-06 -3.5193108108918147e-06 6.87210518881256e-06 -3.5459782675725706e-06 -5.4446475851364084e-06 -3.4579927931385362e-07 4.9234340059552725e-06 -4.0242537806989278e-06 6.6732471593253559e-06
leaf_weight=23 20 1583 29 21 20 24 21 24 24 26 24 26 20 39 23 36 29 20 30 695 25 35 36 31 27 25 70 59 29 27
leaf_count=23 20 1583 29 21 20 24 21 24 24 26 24 26 20 39 23 36 29 20 30 695 25 35 36 31 27 25 70 59 29 27
internal_value=0 -1.37042e-08 2.44565e-09 -1.70711e-08 -4.28318e-09 -4.892e-07 5.60388e-08 -1.43006e-07 2.5223e-08 -1.26563e-06 2.93034e-07 3.10285e-08 -5.17407e-07 2.16065e-08 5.36995e-07 1.16313e-06 1.11287e-06 1.97206e-06 2.69344e-08 -2.68764e-07 -4.24667e-06 1.42322e-07 8.3737e-08 1.14821e-06 1.83969e-06 -1.00956e-07 1.10382e-06 1.78244e-06 3.11654e-07 1.60796e-06
internal_weight=0 3098 3078 3049 3028 335 2693 315 291 50 241 217 144 118 98 75 73 49 2672 750 55 1922 1887 279 243 1608 212 185 126 97
internal_count=3121 3098 3078 3049 3028 335 2693 315 291 50 241 217 144 118 98 75 73 49 2672 750 55 1922 1887 279 243 1608 212 185 126 97
is_linear=0
shrinkage=0.1


Tree=6950
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 1212 42 12 0 402 1212 1213 132 15 393 1186 402 12 402 391 129 128 16 1185 393 401 402 13 11 2 129
split_gain=7.52462e-09 7.59751e-09 1.09092e-08 2.46047e-08 1.03987e-08 6.86776e-08 1.5519e-07 1.74849e-07 1.14955e-07 2.71547e-08 4.25724e-08 8.28621e-09 2.20289e-07 1.09699e-07 2.88614e-08 9.96974e-09 9.75174e-08 1.69098e-08 4.35804e-08 2.22529e-08 1.9536e-08 4.87539e-08 3.68838e-08 1.24792e-08 1.48129e-08 3.99506e-08 2.27359e-08 1.41148e-08 1.34391e-08 1.23519e-08
threshold=0.12461500000000002 0.10837500000000001 0.092250000000000013 -0.092099999999999987 -0.073259999999999978 0.087505000000000013 0.085635000000000003 -0.083804999999999977 -0.0044849999999999985 -0.009474999999999999 -0.063509999999999997 -0.083284999999999984 0.091915000000000011 0.12679500000000002 0.0044650000000000011 0.11174500000000002 0.090345000000000023 0.10668000000000001 -0.087114999999999984 -0.04689999999999999 0.10773500000000001 -0.076354999999999992 0.088895000000000016 0.092975000000000016 0.076195000000000013 0.081585000000000019 -0.097984999999999989 0.10458500000000001 0.088555000000000009 0.10311000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 -7 10 -6 12 14 15 -11 17 -17 18 -13 -20 22 -22 23 24 27 -26 -27 29 -28 -21
right_child=-2 -3 -4 4 9 8 7 -9 -10 11 -12 13 -14 -15 -16 16 -18 -19 19 20 21 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=2.9183011778952969e-06 -1.9334377543600567e-06 1.8232102359869043e-06 -1.7316283419314498e-06 6.6967002845969206e-06 5.5940582239021419e-06 -9.5962592558862523e-06 -7.0170407916236858e-06 4.0233484766688962e-06 -4.5277207928765252e-07 -2.3158728628043668e-08 -7.8067901085887572e-07 -4.637235938957929e-06 1.0577939290215e-05 -7.4286942225398888e-06 -3.9619604454596161e-06 -6.0203555585758299e-06 2.2069488007967747e-06 2.8616355737518637e-06 3.2909524764064491e-06 -8.01615044245487e-09 4.8303481999364866e-06 -1.5940677344804589e-06 -4.2942866633666205e-06 2.1557002010349945e-06 -4.179989819828822e-06 -2.2123358261384193e-06 3.2651857426654632e-06 2.4585297424846904e-06 -2.3014533780951752e-07 1.9409921385500418e-06
leaf_weight=29 20 23 36 31 22 20 32 26 44 163 20 20 20 20 21 25 34 21 21 2220 27 21 20 27 31 26 22 24 22 33
leaf_count=29 20 23 36 31 22 20 32 26 44 163 20 20 20 20 21 25 34 21 21 2220 27 21 20 27 31 26 22 24 22 33
internal_value=0 1.24747e-08 -1.05581e-09 1.94243e-08 -8.47723e-09 -8.11684e-07 9.84938e-07 -2.0679e-06 -3.31011e-06 3.44915e-08 2.55847e-06 -3.1263e-09 6.107e-07 -5.10301e-08 -4.72696e-07 5.85244e-09 -1.2792e-06 3.57609e-08 1.21557e-08 4.94403e-08 2.19144e-08 2.01967e-06 -1.76288e-08 1.7936e-08 -6.33639e-09 -1.19138e-06 1.32145e-07 4.62282e-08 1.51752e-06 2.05312e-08
internal_weight=0 3101 3078 3042 3013 153 89 58 64 2860 42 2818 204 2614 184 2594 59 2535 2514 2494 2473 48 2425 2405 2378 101 70 2277 44 2253
internal_count=3121 3101 3078 3042 3013 153 89 58 64 2860 42 2818 204 2614 184 2594 59 2535 2514 2494 2473 48 2425 2405 2378 101 70 2277 44 2253
is_linear=0
shrinkage=0.1


Tree=6951
num_leaves=31
num_cat=0
split_feature=4 1374 4 4 4 150 16 484 0 482 16 52 42 42 0 4 4 16 4 472 0 16 51 0 16 160 1374 160 1446 160
split_gain=7.74408e-09 9.77349e-08 8.99823e-08 3.6311e-08 7.3503e-08 1.01345e-07 3.30845e-08 2.43748e-08 8.13458e-08 5.03679e-08 4.81783e-08 2.86553e-08 2.41046e-08 2.02051e-08 6.14525e-08 2.33756e-08 8.69751e-08 6.54897e-08 9.57208e-08 2.62739e-08 2.66675e-08 1.16109e-07 1.79753e-07 7.67204e-08 5.57455e-08 5.13779e-08 6.51939e-08 3.93939e-08 2.99389e-08 3.4588e-08
threshold=-0.0092149999999999992 0.087110000000000007 -0.0086549999999999978 -0.010384999999999998 -0.012164999999999999 0.092390000000000014 -0.18708499999999997 0.090535000000000018 -0.067624999999999977 0.097415000000000015 -0.004174999999999999 0.12354000000000001 -0.23037499999999997 -0.14148999999999998 -0.067094999999999988 -0.0057249999999999992 -0.0047449999999999992 -0.056919999999999991 -0.0070899999999999991 -0.065034999999999996 -0.10151999999999999 -0.056919999999999991 -0.071649999999999978 -0.098289999999999975 -0.087659999999999988 0.10580000000000002 0.089635000000000006 -0.40698999999999991 0.090300000000000005 -0.14580499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -6 -1 9 10 13 11 -9 -8 14 -4 17 -17 -15 -19 -18 21 24 -23 -22 25 26 -21 -25 29 -29
right_child=2 -3 7 -5 5 -7 12 8 -10 -11 -12 -13 -14 15 -16 16 19 18 -20 20 23 22 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-4.152153510403878e-06 6.5282130577770662e-06 -6.9151008985846566e-06 -4.5901034404938203e-06 -3.0718062134837968e-06 4.705102941215955e-07 9.0492975210682265e-06 3.3900988762525231e-06 -4.1341163415338432e-06 -5.6898997165204024e-06 5.1931360599155604e-06 4.3196866055371755e-06 3.3950028308835396e-07 -1.0228303456415029e-07 6.666312382159439e-06 2.1038573862597334e-06 -6.1245222975065362e-06 3.1472599670223647e-06 -3.222590410051193e-06 4.7876834846997209e-06 5.2364738225529169e-07 -4.8288617943269079e-06 -8.1780953905763457e-07 1.2589378943630436e-05 -3.5773014133155812e-06 -3.6521731240501302e-06 -4.2801601443898109e-06 6.1921053987713428e-06 4.461763589915791e-06 -3.1588229394401429e-06 2.1254513091566217e-07
leaf_weight=20 22 21 32 39 40 21 20 21 31 20 22 45 1669 21 24 22 30 35 26 261 35 20 20 29 34 20 22 20 25 454
leaf_count=20 22 21 32 39 40 21 20 21 31 20 22 45 1669 21 24 22 30 35 26 261 35 20 20 29 34 20 22 20 25 454
internal_value=0 -1.32302e-07 1.87545e-07 -5.35634e-08 1.29402e-08 3.42386e-06 -1.08807e-07 7.76203e-08 -1.28481e-06 2.18602e-07 2.66979e-07 -1.08392e-06 -6.09286e-08 1.30558e-07 -1.72126e-06 2.27114e-07 9.2983e-08 1.84978e-06 1.91625e-07 2.33999e-07 1.41022e-07 7.91917e-07 5.88578e-06 -2.94834e-07 1.87303e-07 6.18136e-07 9.64305e-07 5.71676e-09 2.13948e-07 3.91837e-07
internal_weight=0 1830 1291 1809 1770 61 1709 1269 119 1150 88 66 1689 1130 56 1074 992 82 61 970 940 377 40 563 337 303 283 528 499 474
internal_count=3121 1830 1291 1809 1770 61 1709 1269 119 1150 88 66 1689 1130 56 1074 992 82 61 970 940 377 40 563 337 303 283 528 499 474
is_linear=0
shrinkage=0.1


Tree=6952
num_leaves=31
num_cat=0
split_feature=130 130 52 13 13 16 13 394 394 0 2 12 1186 132 403 132 132 132 52 15 3 3 43 3 42 402 1446 481 3 15
split_gain=7.62735e-09 3.67391e-08 2.2047e-08 1.91885e-08 2.86983e-08 2.28278e-08 2.80715e-08 1.86702e-08 5.0187e-08 1.74798e-08 1.49473e-08 1.59614e-08 1.37196e-08 1.14209e-08 2.15727e-07 2.09127e-07 1.45292e-07 1.0326e-07 1.01443e-08 1.36204e-08 8.12757e-09 5.80372e-08 5.29346e-08 3.77246e-08 1.39372e-07 3.18977e-08 5.08871e-08 1.35061e-07 7.30181e-08 1.07922e-07
threshold=-0.0089599999999999975 -0.0048749999999999991 0.10611000000000001 -0.012119999999999997 -0.017449999999999997 -0.092124999999999985 0.24394000000000002 -0.0065099999999999993 -0.13579999999999995 -0.075359999999999996 0.089320000000000024 0.089735000000000023 -1.0000000180025095e-35 -0.083284999999999984 -0.074254999999999988 -0.089024999999999979 -0.034244999999999991 -0.1075 0.089575000000000016 -0.066844999999999988 -0.082594999999999988 -0.082974999999999979 -0.041739999999999992 -0.082284999999999983 0.085730000000000015 0.11174500000000002 0.083715000000000026 -0.086484999999999992 -0.085709999999999995 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 9 8 -3 10 11 12 -7 14 15 -9 -15 18 19 -16 21 25 -23 24 -22 26 -18 -28 29 -29
right_child=1 7 -4 5 -6 6 -8 13 -10 -11 -12 -13 -14 16 17 -17 20 -19 -20 -21 23 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-5.602186899030434e-07 -3.2663022385090048e-06 -5.0744632086494494e-07 3.7137617975346876e-06 -2.9782109011109615e-06 3.6547104364867018e-06 -1.169632454784059e-06 3.5680255489892044e-06 -9.1194598894617235e-08 5.4109612461695139e-06 -2.8737161400109155e-06 2.5533732374090807e-06 -2.8827312837620413e-06 2.0182599487102212e-06 -8.58548478532839e-06 2.2560082582985657e-06 1.4370043171538784e-05 -1.3359675260742342e-07 -7.3617952444277293e-06 -1.1949498457397567e-06 -7.7251545325941184e-07 3.5399698357910635e-06 7.8946318282646644e-07 7.161530505651503e-06 -7.7639713290483957e-08 -6.9443730680518461e-06 -2.647067558850828e-06 8.6294253160303939e-06 2.6060858238871826e-06 4.7187040839465533e-06 -6.5052671218906592e-06
leaf_weight=30 35 38 20 27 35 27 21 20 23 23 21 20 27 20 33 20 771 23 38 27 21 32 22 1571 32 43 25 26 24 26
leaf_count=30 35 38 20 27 35 27 21 20 23 23 21 20 27 20 33 20 771 23 38 27 21 32 22 1571 32 43 25 26 24 26
internal_value=0 -4.62301e-08 5.28622e-07 2.52852e-07 1.70936e-06 -3.17467e-07 1.99368e-07 -6.47614e-09 1.72408e-06 -4.00138e-07 1.98728e-07 -4.69482e-07 4.24314e-07 -4.4531e-08 7.72906e-07 7.13942e-06 -9.48974e-08 -1.33173e-06 8.34925e-08 8.93173e-07 -2.94089e-08 1.99789e-07 3.38549e-06 -1.66165e-07 -2.7902e-06 1.17801e-08 1.42893e-07 2.25352e-06 1.56187e-07 -1.94959e-06
internal_weight=0 2870 251 231 65 166 139 2835 61 118 95 74 54 2774 161 40 2613 121 98 60 2593 969 54 1624 53 915 872 101 76 52
internal_count=3121 2870 251 231 65 166 139 2835 61 118 95 74 54 2774 161 40 2613 121 98 60 2593 969 54 1624 53 915 872 101 76 52
is_linear=0
shrinkage=0.1


Tree=6953
num_leaves=31
num_cat=0
split_feature=132 393 15 448 1348 2 2 2 12 1 484 158 160 2 2 157 401 4 10 9 4 4 15 48 52 41 13 0 0 158
split_gain=9.04576e-09 4.69423e-08 2.72934e-08 7.36107e-09 1.32525e-08 8.26652e-09 5.73653e-08 5.55745e-08 5.22375e-08 6.38602e-08 4.70781e-08 4.87543e-08 4.25469e-08 4.20048e-08 2.19661e-08 2.93185e-08 2.53756e-08 2.1443e-08 1.65653e-07 1.56676e-07 9.15648e-08 6.70557e-08 1.64843e-07 3.7896e-08 3.28009e-08 2.97791e-08 3.48285e-08 2.41494e-08 2.12248e-08 2.21169e-08
threshold=-0.083174999999999985 0.12069000000000002 0.091475000000000015 0.068920000000000023 0.091105000000000005 0.10584500000000001 0.10912000000000001 0.11018500000000002 0.096075000000000008 0.10089500000000001 0.10126500000000001 0.10654500000000001 0.087570000000000023 0.10497000000000002 0.11177500000000001 -0.14116499999999996 0.093120000000000022 0.053180000000000012 -0.014199999999999999 0.088235000000000022 0.042705000000000007 0.066685000000000008 -0.092334999999999987 0.08790000000000002 -0.0092699999999999987 0.086565000000000017 -0.16152999999999998 -0.13455999999999999 0.11070500000000001 0.082560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 13 8 -8 9 -7 11 12 14 17 -9 -16 28 19 -19 20 25 22 -20 27 -24 26 -2 -23 29 -17
right_child=1 -3 -4 -5 -6 6 7 10 -10 -11 -12 -13 -14 -15 15 16 -18 18 21 -21 -22 23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.7692070771365329e-07 -4.258471449247736e-06 4.7579020940160961e-06 -3.4202708934571999e-06 -1.8990578610100785e-06 2.1529550441959271e-06 -7.8764666189575408e-06 5.1267039925814318e-06 -2.8910440491789348e-06 8.9462464207675421e-07 -1.5498274783509166e-06 -4.4461494345190059e-06 4.0681016261699155e-06 3.2608417435941357e-06 4.0938575763832961e-06 3.5248310905444673e-06 -1.8704497251316204e-07 2.4518958990280099e-06 8.4543792870415654e-06 -1.0248944217892132e-05 -8.4713715998738973e-06 6.4308849325491557e-06 2.8492777201134029e-06 -1.6865253467679803e-06 4.5550197079627165e-06 3.502897934162147e-06 3.3665391438262308e-06 -6.1367908689139701e-08 -6.2827671517757402e-09 -3.4955549902330556e-06 -3.1171934990327698e-06
leaf_weight=192 20 21 30 20 29 27 21 33 30 39 24 29 34 26 20 322 29 26 20 22 22 36 29 26 21 25 1729 167 24 28
leaf_count=192 20 21 30 20 29 27 21 33 30 39 24 29 34 26 20 322 29 26 20 22 22 36 29 26 21 25 1729 167 24 28
internal_value=0 4.71102e-08 -6.15211e-07 1.27368e-08 2.61154e-08 4.31318e-09 -3.05573e-07 7.90615e-08 -2.5653e-06 -4.138e-06 -1.16151e-07 8.408e-08 -1.51709e-07 9.86078e-08 -4.06154e-07 -2.12297e-07 -3.97762e-07 5.01354e-08 7.98283e-07 -8.36093e-08 1.91361e-08 1.32535e-07 -2.5761e-06 9.60503e-07 4.93032e-07 -6.03783e-08 -1.09362e-07 5.00122e-07 -6.18725e-07 -4.21457e-07
internal_weight=0 2899 222 2878 2858 2829 660 564 96 66 543 519 490 2169 456 423 403 2143 325 1818 1796 299 70 229 50 1774 1749 203 374 350
internal_count=3121 2899 222 2878 2858 2829 660 564 96 66 543 519 490 2169 456 423 403 2143 325 1818 1796 299 70 229 50 1774 1749 203 374 350
is_linear=0
shrinkage=0.1


Tree=6954
num_leaves=31
num_cat=0
split_feature=33 34 16 16 1209 42 16 16 43 484 130 0 2 2 3 2 13 0 16 16 16 390 2 16 16 12 1210 2 1208 1208
split_gain=7.42264e-09 1.04976e-08 7.52959e-09 1.20815e-07 5.7509e-08 1.22975e-07 3.45794e-08 4.26617e-08 2.96185e-08 3.00139e-08 6.45246e-08 5.75365e-08 2.92149e-08 6.75553e-08 7.84132e-08 4.48644e-08 2.37603e-08 4.11499e-08 2.31315e-08 2.06634e-08 5.73347e-08 4.83471e-08 3.21513e-08 2.76592e-08 2.88729e-08 9.78432e-08 4.27351e-08 7.77106e-08 3.15227e-08 2.99983e-08
threshold=-0.0066799999999999993 -0.112215 -0.094359999999999986 -0.092484999999999984 -0.087199999999999986 0.087405000000000024 -0.095964999999999981 -0.097644999999999996 -0.24021999999999996 0.090535000000000018 -0.076894999999999977 -0.081894999999999982 0.086330000000000004 0.090545000000000014 -0.081054999999999974 0.082850000000000021 -0.085584999999999981 -0.094299999999999981 -0.43320999999999993 -0.090054999999999982 -0.090764999999999985 0.08975000000000001 0.083995000000000014 -0.08947999999999999 -0.088159999999999988 0.087830000000000005 -0.12043 0.088055000000000008 0.11846000000000001 0.098500000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 7 8 -3 10 -10 -11 15 14 -14 16 18 -18 -12 20 22 23 -6 -21 25 -25 27 -26 29 -28
right_child=1 2 3 4 19 -7 -8 -9 9 11 12 -13 13 -15 -16 -17 17 -19 -20 21 -22 -23 -24 24 26 -27 28 -29 -30 -31
leaf_value=1.4694791754349728e-06 -2.1927862480776061e-06 3.517686225138648e-06 -5.756330653786938e-06 -2.54488976262716e-06 -3.1484436073014875e-06 7.4326317114052173e-06 3.3032347434729878e-06 -4.0180372536132347e-06 5.6578360623792505e-06 3.845228002570125e-07 4.0525702729083875e-06 -6.3749715441474566e-06 -3.176738013840245e-07 1.4301681742660564e-07 -8.6462677722920494e-06 4.5429416537741199e-06 -3.9031011127648256e-06 1.0560293929984255e-06 2.0302572275377807e-07 -3.7618953251694619e-06 -5.8638673359066324e-06 4.7611076384089848e-06 1.8522121845560629e-06 7.6547462413145695e-06 -7.7474739708804918e-06 -1.9088351781765989e-06 -1.4345644732771459e-08 8.6520820420074342e-07 3.8407350854998058e-06 -3.8135631777030153e-06
leaf_weight=34 22 27 37 21 20 30 36 24 22 34 27 20 26 342 20 33 27 44 37 20 23 21 36 20 20 23 2011 22 21 21
leaf_count=34 22 27 37 21 20 30 36 24 22 34 27 20 26 342 20 33 27 44 37 20 23 21 36 20 20 23 2011 22 21 21
internal_value=0 -1.61772e-08 -5.53923e-10 -8.73242e-08 3.51744e-09 3.32424e-06 2.82566e-07 1.2335e-07 2.74175e-07 1.35607e-07 3.46244e-07 -2.11899e-06 1.36073e-07 -3.4091e-07 -3.9388e-06 1.23768e-06 4.29725e-07 -8.29837e-07 1.82705e-06 -7.14856e-08 -1.66023e-06 -1.38854e-08 6.62637e-08 -6.0352e-08 -2.57258e-08 2.53934e-06 -7.83739e-08 -3.23607e-06 -1.37742e-08 -5.36092e-08
internal_weight=0 3087 3065 2346 2309 51 719 683 659 632 578 54 556 388 46 168 135 71 64 2258 79 2179 56 2158 2138 43 2095 42 2053 2032
internal_count=3121 3087 3065 2346 2309 51 719 683 659 632 578 54 556 388 46 168 135 71 64 2258 79 2179 56 2158 2138 43 2095 42 2053 2032
is_linear=0
shrinkage=0.1


Tree=6955
num_leaves=31
num_cat=0
split_feature=1208 1208 43 1209 1209 421 9 2 33 9 149 49 43 1374 43 1456 151 3 1374 1373 150 457 482 158 157 158 130 402 4 133
split_gain=8.35264e-09 8.61881e-09 2.00405e-08 1.27252e-08 8.93363e-09 6.83601e-09 1.67241e-08 2.02508e-08 1.04325e-08 1.69502e-08 8.97509e-09 1.2577e-08 8.40373e-09 4.88382e-08 5.08861e-08 1.0402e-07 7.791e-08 4.70986e-08 2.87507e-08 6.19415e-08 5.44622e-08 4.65795e-08 2.36872e-08 6.76672e-08 4.72284e-08 4.53256e-08 3.33133e-08 6.11231e-08 5.81272e-08 3.12399e-08
threshold=0.12461500000000002 0.10233500000000001 -0.03898999999999999 -0.097919999999999993 -0.087714999999999987 -1.0000000180025095e-35 0.092410000000000006 -0.15339499999999998 -0.012019999999999998 0.086220000000000005 0.091325000000000003 -0.054984999999999992 -0.081944999999999976 0.086765000000000023 -0.08287499999999999 -0.006794999999999999 -0.53100499999999984 -0.081924999999999984 0.088460000000000011 1.0000000180025095e-35 0.12640500000000002 0.10613500000000002 0.090355000000000005 0.10667500000000002 -0.073194999999999996 0.093160000000000007 0.085235000000000019 0.079755000000000006 -0.085409999999999986 -0.0042999999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 8 -8 -7 10 12 -12 13 14 16 -16 -10 -17 19 20 21 -14 23 25 -24 26 27 29 -28 -18
right_child=-2 2 -4 4 5 6 7 -9 9 -11 11 -13 18 -15 15 17 22 -19 -20 -21 -22 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-2.5203395489370452e-06 -2.0370589686535827e-06 3.6109692895739242e-06 -8.120724692162185e-07 1.8212702381485241e-06 -1.8484976862964688e-06 -2.1001264890685435e-06 4.6566492949716997e-08 4.1870421162976912e-06 -6.1106647535780214e-06 2.8241476294559626e-06 6.6875696575152701e-08 -3.2975357044051635e-06 -1.2191484828402052e-07 4.5302684926495067e-06 -2.8471731509073707e-06 9.2805548274554897e-06 2.7138982794575576e-06 2.499905715359048e-06 -3.2399585818595749e-06 5.3338924945343202e-06 -4.5863611556266431e-06 4.0605052511861253e-06 -1.0024554694609834e-06 -4.5586288074161988e-06 5.8698396878753558e-06 4.7225354527264633e-06 5.5835648835353722e-06 -4.659750885043797e-06 2.9998630492900203e-07 -3.1425854478642538e-07
leaf_weight=20 20 21 20 27 20 24 27 21 21 21 25 20 1933 26 21 20 37 21 29 21 27 27 20 32 20 21 27 31 91 430
leaf_count=20 20 21 20 27 20 24 27 21 21 21 25 20 1933 26 21 20 37 21 29 21 27 27 20 32 20 21 27 31 91 430
internal_value=0 1.31256e-08 1.45339e-06 -6.17206e-09 1.03685e-08 -5.85928e-09 6.45371e-09 1.85802e-06 -2.37247e-08 -6.66422e-09 -2.71632e-08 -1.42842e-06 -5.07687e-09 2.65663e-07 1.25663e-07 2.8761e-06 -1.07936e-07 5.80754e-06 -1.13798e-07 -6.86493e-08 -1.25747e-07 -6.42999e-08 6.98598e-08 -7.14755e-08 2.43369e-06 1.53939e-07 -1.80878e-09 -3.59778e-07 1.50894e-06 -7.43403e-08
internal_weight=0 3101 41 3060 3040 3013 2993 48 2945 2921 2900 45 2855 818 792 62 730 41 2037 2008 1987 1960 709 669 40 637 616 498 118 467
internal_count=3121 3101 41 3060 3040 3013 2993 48 2945 2921 2900 45 2855 818 792 62 730 41 2037 2008 1987 1960 709 669 40 637 616 498 118 467
is_linear=0
shrinkage=0.1


Tree=6956
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1210 0 1209 42 1210 130 52 1210 1213 1211 1211 1200 1203 1186 402 401 1213 1176 394 1212 403 16 16 16 12 13 402
split_gain=7.44082e-09 1.24223e-08 1.14438e-08 8.42171e-09 9.243e-08 1.27e-08 4.86095e-08 1.36267e-08 1.15408e-07 1.06655e-07 1.58994e-08 1.24585e-08 1.44294e-08 2.06561e-08 1.26949e-08 3.81361e-08 1.58164e-08 9.32299e-09 1.73129e-08 9.45185e-09 2.46809e-08 1.11707e-08 1.05075e-08 1.38867e-08 3.41617e-08 9.14348e-08 4.47906e-08 3.19326e-08 2.59977e-08 2.18052e-08
threshold=0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.089089999999999989 -0.083804999999999977 -0.084519999999999984 0.087505000000000013 -0.064344999999999999 0.08610000000000001 0.077655000000000016 -0.051429999999999997 0.51049000000000011 0.12162000000000002 0.11048500000000001 0.084780000000000008 0.088820000000000024 -0.11456499999999999 -0.45015499999999992 -1.0000000180025095e-35 0.12955000000000003 0.087330000000000019 -0.099329999999999988 -0.45912999999999998 0.088465000000000002 -0.095564999999999983 -0.13941499999999998 -0.090054999999999982 0.093105000000000007 -0.0075049999999999987 0.11174500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 8 9 -7 -9 12 13 14 15 16 -12 -18 -19 20 21 -20 -23 29 25 -25 -26 28 -28 -24
right_child=-2 -3 -4 5 -6 7 -8 10 -10 -11 11 -13 -14 -15 -16 -17 17 18 19 -21 -22 22 23 24 26 -27 27 -29 -30 -31
leaf_value=-3.1646119862608461e-06 -1.5943651133370466e-06 1.9749898040544168e-06 -2.3319357968007573e-06 1.7015407490816871e-06 4.2900771481194735e-06 -9.3975028324745264e-09 -5.2705079269799171e-06 -2.3559474254509808e-06 -4.8471768950135319e-06 8.7518582499039151e-06 2.7268113540014296e-06 2.3679358884526832e-06 -2.3659239891807934e-06 2.75333254143738e-06 2.2636752419202821e-06 -3.5920423980921143e-06 -1.6267138997605457e-06 2.7870301768085814e-06 -1.5052121701349583e-06 -2.0482628117505278e-06 3.4022237048789286e-06 -2.0102473452145487e-06 -2.3430164416686349e-08 -2.7288750241977518e-07 -4.402026584102714e-06 8.1195501371396309e-06 1.5266360616227428e-06 3.7822089954995772e-06 -2.5773639954462034e-06 -3.3395952937098631e-06
leaf_weight=29 29 32 21 20 39 33 20 29 22 24 21 22 26 27 24 30 36 22 51 23 21 26 2311 34 20 21 33 26 29 20
leaf_count=29 29 32 21 20 39 33 20 29 22 24 21 22 26 27 24 30 36 22 51 23 21 26 2311 34 20 21 33 26 29 20
internal_value=0 1.49407e-08 -5.55655e-09 1.05191e-08 1.11087e-06 -1.46657e-08 -1.78448e-06 9.48744e-09 1.30502e-06 3.67955e-06 -2.63986e-08 -2.46774e-09 -2.10857e-08 8.83969e-10 -2.61597e-08 -4.63345e-08 -6.85e-09 -2.83266e-08 -6.50559e-09 -3.00076e-08 -1.20987e-08 -3.9987e-08 -1.03336e-08 1.05155e-08 9.02851e-07 2.9315e-06 -1.30256e-07 8.40601e-07 -3.92977e-07 -5.18829e-08
internal_weight=0 3092 3060 3039 68 2971 40 2931 79 57 2852 2823 2801 2775 2748 2724 2694 2673 2637 2615 2592 2571 2520 2494 163 55 108 88 62 2331
internal_count=3121 3092 3060 3039 68 2971 40 2931 79 57 2852 2823 2801 2775 2748 2724 2694 2673 2637 2615 2592 2571 2520 2494 163 55 108 88 62 2331
is_linear=0
shrinkage=0.1


Tree=6957
num_leaves=31
num_cat=0
split_feature=150 49 43 1348 142 447 1 447 1371 1374 42 1375 1375 151 456 52 12 1 130 1374 150 151 456 1445 1447 1446 480 480 39 13
split_gain=7.14478e-09 3.36082e-08 3.9655e-08 2.55648e-08 1.37421e-08 1.11546e-08 1.58147e-08 1.12744e-08 9.2976e-09 1.13303e-08 1.19545e-07 1.2573e-08 1.14924e-08 2.20689e-08 1.41349e-08 4.12421e-08 4.98587e-08 2.36399e-08 1.799e-08 1.65069e-08 2.01688e-08 2.1637e-08 1.4603e-08 2.2247e-08 1.5453e-08 1.50242e-08 2.5163e-08 1.66995e-08 1.20065e-08 1.55197e-08
threshold=0.12416000000000001 -0.049039999999999993 -0.073959999999999984 -0.047944999999999995 -1.0000000180025095e-35 0.089595000000000022 0.10684 0.086195000000000008 0.084775000000000017 0.085820000000000021 0.083995000000000014 0.093520000000000006 0.08456000000000001 -0.083804999999999977 0.087750000000000009 -0.015069999999999998 0.085250000000000006 0.092695000000000013 -0.23123999999999997 -0.035729999999999991 0.10699000000000002 0.11088000000000002 0.087015000000000023 0.077020000000000019 0.059120000000000013 -0.088809999999999986 0.11471500000000003 0.10982000000000001 0.11365500000000002 0.030370000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 7 -7 8 9 11 -11 12 14 -14 18 16 -16 -17 -6 -20 21 22 23 24 25 -21 27 28 -27 -30
right_child=1 2 -4 4 5 6 -8 -9 -10 10 -12 -13 13 -15 15 17 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-3.586267660011799e-06 -1.6643420958116297e-06 -3.5667342316969554e-07 5.8651321469802673e-06 -2.4894421647497274e-06 2.8812667825274151e-06 3.3489877471500529e-06 -2.4480798856529871e-07 -2.0790218828691514e-06 -2.035490474967942e-06 6.2572745380293785e-06 -3.9772007561450235e-06 -2.4954833361334752e-06 3.6242010023670448e-06 -5.7759761784836885e-07 -6.7847461051232216e-06 3.4202152426132674e-06 1.1397654816391877e-07 -1.330084461931785e-06 2.5676276691228851e-06 -2.6367534472755823e-06 -2.9624328076154244e-06 3.2883606104405772e-06 2.3448465054361106e-06 -3.0674086720713e-06 2.2866874144648169e-06 1.3594101552139115e-08 3.0827722678867972e-06 -2.8524141271191183e-06 -1.8573348025904235e-08 -3.3217265490748103e-06
leaf_weight=20 28 20 21 22 22 24 25 26 22 25 21 20 25 25 22 20 20 22 25 22 23 20 26 24 29 2417 26 21 33 25
leaf_count=20 28 20 21 22 22 24 25 26 22 25 21 20 25 25 22 20 20 22 25 22 23 20 26 24 29 2417 26 21 33 25
internal_value=0 1.00627e-06 2.83011e-06 -2.27502e-08 7.55827e-10 1.89566e-08 1.51542e-06 -5.80753e-09 1.25582e-08 2.80258e-08 1.58501e-06 3.04451e-09 2.05965e-08 1.5233e-06 -6.26629e-09 -1.28384e-06 -3.49964e-06 9.31963e-07 3.32899e-08 1.00066e-08 -1.39771e-08 1.1681e-08 -1.33032e-08 -3.69119e-08 -8.64454e-09 -3.48099e-08 -1.21125e-08 -4.43509e-08 -2.05249e-08 -1.44235e-06
internal_weight=0 69 41 3052 3032 3010 49 2961 2935 2913 46 2867 2847 50 2797 84 42 42 2713 2691 2666 2643 2623 2597 2573 2544 2522 2496 2475 58
internal_count=3121 69 41 3052 3032 3010 49 2961 2935 2913 46 2867 2847 50 2797 84 42 42 2713 2691 2666 2643 2623 2597 2573 2544 2522 2496 2475 58
is_linear=0
shrinkage=0.1


Tree=6958
num_leaves=31
num_cat=0
split_feature=1373 457 49 448 1348 42 42 4 42 1210 402 1209 1447 1447 4 11 42 2 42 42 16 42 52 1456 1456 159 52 42 160 483
split_gain=8.06402e-09 2.49935e-08 6.6929e-08 3.21766e-08 3.04894e-08 7.34188e-09 1.12979e-07 1.97867e-07 8.47643e-08 5.2986e-08 1.19612e-07 4.76526e-08 3.81249e-08 4.4006e-08 2.99015e-08 3.42412e-08 2.90889e-08 7.69787e-08 7.11095e-08 6.18734e-08 5.13784e-08 4.05861e-08 3.15146e-08 7.04279e-08 1.025e-07 6.10721e-08 5.53454e-08 2.83371e-08 9.0997e-08 2.51159e-08
threshold=-1.0000000180025095e-35 0.11612500000000002 -0.049784999999999989 0.053555000000000005 0.091105000000000005 0.086950000000000013 0.087505000000000013 -0.078629999999999992 0.086730000000000015 -0.079504999999999978 -0.0044849999999999985 -0.083969999999999989 -0.086424999999999988 -0.08477999999999998 -0.111605 0.074925000000000005 0.089015000000000025 0.085155000000000022 0.088200000000000014 0.089625000000000024 -0.018494999999999998 0.090240000000000015 0.5140450000000002 -0.079429999999999987 -0.049894999999999995 -0.10909999999999999 0.31405000000000005 0.08623500000000002 -0.014214999999999998 0.10143000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 8 7 -7 27 10 -8 -11 -13 -14 15 -15 17 20 -19 -18 -16 -21 23 -23 -25 -26 29 -2 -29 -27
right_child=1 2 -4 -5 -6 6 9 -9 -10 11 -12 12 13 14 16 -17 19 18 -20 21 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=-1.7537699538759346e-06 -1.2936520373088349e-07 -1.8335657192177939e-06 5.8242759250788368e-06 -3.7463328866401165e-06 3.8052540341076178e-06 1.2541238056655857e-05 -8.7852089605307395e-06 6.1009372717200996e-09 -6.4536450736341073e-06 4.9607803356366278e-06 6.2455743318423632e-07 4.049587060397085e-06 -4.2981776810317269e-06 4.4038409342306298e-06 -1.3394071802081427e-06 -7.9286026859682316e-07 4.0537044556362831e-06 -4.559816625260283e-07 -7.2327737761668233e-06 -4.1309519853408949e-06 5.2489042650449855e-06 -5.6359832776500056e-06 3.6918529214903096e-06 7.1641786468035206e-06 -3.9931227257252856e-06 1.1730965283757167e-07 4.9528327155178933e-06 -1.882070897461465e-06 6.5676422323122099e-06 -2.7289890226711578e-06
leaf_weight=26 1858 21 25 23 21 20 22 34 21 20 35 23 24 32 29 21 38 30 32 24 20 22 23 20 38 512 23 26 25 33
leaf_count=26 1858 21 25 23 21 20 22 34 21 20 35 23 24 32 29 21 38 30 32 24 20 22 23 20 38 512 23 26 25 33
internal_value=0 1.4733e-08 2.3283e-06 -2.01717e-08 8.15009e-09 -1.83854e-08 1.91053e-07 4.64874e-06 -1.35041e-07 -4.47115e-08 -3.00728e-06 1.30461e-07 2.8124e-08 -7.23035e-08 4.07634e-08 2.34477e-06 -1.0392e-07 -1.61255e-06 -3.95368e-06 1.24536e-07 1.3497e-06 -9.02963e-08 5.42279e-08 -7.48853e-08 1.20553e-07 -1.1191e-07 1.47748e-07 -6.55334e-08 2.25995e-06 -5.5035e-08
internal_weight=0 3095 46 3049 3026 3005 1075 54 1930 1021 57 964 944 921 897 53 844 111 62 733 49 695 671 648 626 606 568 1909 51 545
internal_count=3121 3095 46 3049 3026 3005 1075 54 1930 1021 57 964 944 921 897 53 844 111 62 733 49 695 671 648 626 606 568 1909 51 545
is_linear=0
shrinkage=0.1


Tree=6959
num_leaves=31
num_cat=0
split_feature=1373 52 150 157 157 157 157 2 2 1455 2 47 12 1371 150 2 1348 456 456 456 1375 456 130 14 12 43 52 132 399 1204
split_gain=7.68374e-09 6.72553e-08 1.00728e-07 1.29596e-08 1.45435e-07 6.00713e-08 2.01169e-08 1.98205e-08 3.66165e-08 3.08912e-08 1.80052e-08 2.92042e-08 2.8684e-08 1.53888e-08 1.48732e-08 3.59915e-08 1.72642e-08 1.53036e-08 2.80948e-08 1.21457e-08 1.99246e-08 1.99997e-08 1.56889e-08 1.38401e-08 4.91003e-08 4.54175e-08 1.32354e-08 3.49001e-08 2.54109e-07 1.59717e-07
threshold=0.081220000000000014 -0.020999999999999994 0.090480000000000019 -0.087184999999999985 -0.089834999999999984 -0.08577499999999999 -0.083699999999999983 0.113445 0.10402500000000002 0.068185000000000009 0.086000000000000007 0.087235000000000021 0.085635000000000003 0.08976000000000002 0.12416000000000001 0.11389000000000002 -0.047944999999999995 0.10512000000000001 0.091895000000000018 0.08790000000000002 0.08401500000000002 0.085800000000000015 -0.23123999999999997 0.023790000000000002 0.089300000000000004 -0.078654999999999989 0.0031350000000000002 -0.083284999999999984 0.091580000000000009 -0.081664999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 7 -5 -7 8 9 10 11 -1 -12 14 16 -16 -8 18 19 20 21 22 -18 26 25 -25 27 28 -24 -29
right_child=1 -3 -4 5 -6 6 13 -9 -10 -11 12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=3.6021678886299926e-06 -2.6691586867855223e-06 -4.3303871012433193e-06 6.8521602288740274e-06 -4.478476248550578e-06 8.4682786254316774e-06 2.7365308239024201e-06 -2.943432796200796e-06 2.5269308421031938e-06 -3.4961560987433001e-06 3.518252837555179e-06 -4.8194466421591647e-06 -1.7371994534273871e-06 4.1316532340054188e-07 -2.7030536849841677e-06 4.1596659462091647e-06 -1.4372893653558096e-06 2.7350109013198e-06 -2.6213081968959079e-06 3.1226159625601154e-06 -1.8059899635877505e-06 2.5387302154361046e-06 -3.1616237890830238e-06 -1.2938397091721662e-06 4.8962424093938007e-07 2.8995211605000633e-06 -4.9952864941360536e-06 -2.3374436469198847e-07 -8.761445152458692e-06 1.0676988898921991e-05 2.4324872453916669e-07
leaf_weight=20 25 34 20 30 22 27 20 23 34 23 20 21 22 21 27 20 21 22 29 37 31 20 61 26 21 36 1060 20 25 1303
leaf_count=20 25 34 20 30 22 27 20 23 34 23 20 21 22 21 27 20 21 22 29 37 31 20 61 26 21 36 1060 20 25 1303
internal_value=0 -9.73657e-07 1.56254e-06 2.52839e-08 8.36405e-07 -2.72388e-08 1.99976e-08 -1.93664e-07 -6.40619e-07 2.75308e-07 -6.23339e-07 8.6737e-07 -2.07855e-06 -6.19758e-09 1.41817e-08 1.77798e-06 -1.61619e-08 5.42565e-09 2.69082e-08 -6.82928e-09 1.854e-08 -1.15896e-08 1.28957e-08 -9.50411e-09 -1.27964e-06 -2.69516e-06 3.31939e-08 2.34013e-07 2.18605e-06 1.07123e-07
internal_weight=0 79 45 3042 185 2857 2827 163 140 106 83 41 42 2800 2779 47 2732 2712 2690 2661 2624 2593 2573 2552 83 62 2469 1409 86 1323
internal_count=3121 79 45 3042 185 2857 2827 163 140 106 83 41 42 2800 2779 47 2732 2712 2690 2661 2624 2593 2573 2552 83 62 2469 1409 86 1323
is_linear=0
shrinkage=0.1


Tree=6960
num_leaves=31
num_cat=0
split_feature=130 40 10 16 1 33 0 45 142 132 393 15 130 129 394 129 3 3 1 42 3 52 402 1210 13 402 403 13 148 151
split_gain=7.79001e-09 1.88072e-08 7.55395e-09 1.25409e-07 1.23888e-07 1.35883e-08 1.08744e-08 8.03608e-09 1.68175e-08 8.08941e-09 3.51145e-08 2.16006e-08 9.04564e-09 9.17641e-09 9.0694e-09 4.79675e-08 9.32137e-09 4.46634e-08 9.24399e-08 5.06559e-08 3.26687e-08 1.19508e-07 2.34015e-08 2.56745e-08 1.65989e-07 2.15522e-08 5.24593e-08 4.25692e-08 1.95096e-08 2.56627e-08
threshold=-0.23647499999999996 -0.23755499999999996 -0.011559999999999999 -0.056919999999999991 0.10956 -1.0000000180025095e-35 -0.098289999999999975 0.094030000000000016 -1.0000000180025095e-35 -0.083449999999999983 0.12679500000000002 0.092400000000000024 -0.13392499999999996 -0.082304999999999975 -0.12099999999999998 -1.0000000180025095e-35 -0.082594999999999988 -0.083344999999999989 0.090965000000000004 0.090545000000000014 -0.082284999999999983 0.0060650000000000009 0.15960500000000002 -0.064344999999999999 -0.088464999999999988 0.11174500000000002 -0.5341999999999999 -0.010739999999999998 -0.081784999999999983 -0.090769999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 -6 8 -7 11 12 -10 -11 -14 -15 -16 17 25 19 -19 21 -18 23 24 -22 26 -17 -27 29 -28
right_child=1 2 5 -5 6 7 -8 -9 9 10 -12 -13 13 14 15 16 20 18 -20 -21 22 -23 -24 -25 -26 27 28 -29 -30 -31
leaf_value=-1.967249538665783e-06 2.6404138616776945e-06 -9.8250498149354831e-06 2.2117541236964045e-06 4.3907174941182351e-06 1.1672288462163816e-06 2.7710930226021446e-06 -1.7437151903074914e-06 -1.4865497203370776e-06 -2.3043399449513813e-07 -2.0570914395128578e-06 4.0218065909026675e-06 -3.3582350679353117e-06 1.7956222705081396e-06 1.6799680693679877e-06 -4.4636569943653141e-06 4.8799778937791416e-06 2.2697618817346668e-06 2.3536302976228605e-06 -3.514363495895623e-06 8.3016313651352818e-06 -4.4303572394710498e-06 -7.2290292847141154e-06 -3.2061050897818464e-06 -6.7140142932423321e-08 7.7921658084960659e-06 -5.3465368399061159e-06 -3.1479783738968368e-07 9.479591715882469e-07 -6.8227531070313025e-08 4.4091223873257823e-06
leaf_weight=20 27 20 28 32 21 22 33 36 189 21 22 25 29 32 24 23 26 45 20 21 20 27 23 1386 25 21 23 22 835 23
leaf_count=20 27 20 28 32 21 22 33 36 189 21 22 25 29 32 24 23 26 45 20 21 20 27 23 1386 25 21 23 22 835 23
internal_value=0 1.26812e-08 -1.03991e-08 -8.39895e-07 -3.10178e-06 1.92258e-08 -6.11681e-07 -1.65546e-09 1.67523e-08 -4.27318e-09 4.31756e-08 -5.95831e-07 1.00956e-08 2.66331e-08 6.87162e-09 -1.40095e-08 2.80345e-08 2.59416e-07 2.4414e-06 4.24618e-06 -1.3057e-07 -2.56924e-06 -4.16779e-08 9.18292e-09 2.35993e-06 6.12638e-08 1.65309e-07 -2.1261e-06 4.22242e-08 2.04716e-06
internal_weight=0 3101 3074 106 74 2968 54 2940 2904 2882 2668 214 2646 2625 2596 2564 2540 1033 86 66 1507 53 1454 1431 45 947 904 43 881 46
internal_count=3121 3101 3074 106 74 2968 54 2940 2904 2882 2668 214 2646 2625 2596 2564 2540 1033 86 66 1507 53 1454 1431 45 947 904 43 881 46
is_linear=0
shrinkage=0.1


Tree=6961
num_leaves=31
num_cat=0
split_feature=1373 457 1374 133 133 481 481 1429 150 1447 1454 1375 133 43 13 43 51 1209 1 1 133 43 12 0 0 130 0 13 13 133
split_gain=7.55052e-09 2.09864e-08 1.21124e-08 7.91086e-09 1.08584e-07 5.41351e-08 4.7528e-08 4.97148e-08 3.8124e-08 3.1372e-08 3.41024e-08 2.97716e-08 2.83435e-08 2.69057e-08 8.24256e-08 3.87187e-08 2.38161e-08 4.68884e-08 4.09316e-08 4.67464e-08 3.81318e-08 3.04124e-08 1.08728e-07 3.31301e-08 5.29326e-08 4.87097e-08 4.34168e-08 3.75478e-08 4.48835e-08 2.62331e-08
threshold=-1.0000000180025095e-35 0.29113500000000009 -0.094929999999999987 0.09112000000000002 0.090310000000000015 -0.086219999999999977 -0.065834999999999991 0.083725000000000008 0.083555000000000004 0.059120000000000013 0.10642000000000001 -0.085004999999999983 0.093255000000000018 0.055925000000000009 -0.073839999999999975 0.035560000000000008 0.090560000000000015 0.11386000000000002 0.090965000000000004 0.10828500000000001 0.13334500000000002 -0.043144999999999996 0.092355000000000007 -0.090314999999999993 -0.10324499999999999 0.09290000000000001 -0.080499999999999988 -0.06977499999999999 -0.0025349999999999995 0.10891500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 -5 -7 8 12 10 11 -4 -8 15 -15 16 17 18 21 -20 -18 23 -23 24 -14 26 29 -28 -29 -25
right_child=1 -3 3 5 -6 6 7 -9 -10 -11 -12 -13 13 14 -16 -17 20 -19 19 -21 -22 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=-1.697013290315506e-06 -2.4601812765467911e-06 3.164770205763662e-06 3.1939365926298764e-06 -4.9678139115864418e-06 6.927991469875333e-06 4.6686780228810684e-06 -3.0739217877720983e-06 -4.2531435133241762e-06 3.2226729438138359e-06 -2.826220830492706e-06 -3.0744143232903516e-06 7.4263421555186633e-08 -1.3022111402062279e-06 7.1496098098577941e-06 -3.2913525314727725e-07 -4.4921923063157008e-06 6.7536230830000932e-07 4.1820950662860505e-06 -6.6303591501082334e-06 -1.4408623246708886e-07 -5.4257787355925845e-06 -8.826973223557089e-07 8.226459976867773e-06 -6.6109581212003833e-06 5.8861360162154594e-06 2.9923425979807061e-06 2.1867694964125155e-06 -5.4545372305173345e-06 6.3028686428070716e-07 -2.0958207744936979e-06
leaf_weight=26 20 21 31 24 23 20 34 30 33 38 34 2315 21 20 56 22 20 26 20 25 21 38 20 22 20 26 35 22 27 31
leaf_count=26 20 21 31 24 23 20 34 30 33 38 34 2315 21 20 56 22 20 26 20 25 21 38 20 22 20 26 35 22 27 31
internal_value=0 1.42562e-08 -7.2665e-09 8.79712e-09 8.94507e-08 -3.1237e-07 -1.22674e-07 -2.91088e-07 -7.05649e-08 2.44026e-08 6.99167e-08 1.15487e-07 -2.85341e-07 -8.4469e-08 1.63896e-06 -4.15227e-07 -1.75406e-07 1.04602e-07 -2.40723e-07 -3.02687e-06 -2.44961e-06 2.37814e-07 2.25839e-06 -3.36664e-07 2.2043e-06 -9.75802e-07 -1.72888e-06 -3.14823e-07 -2.10167e-06 -3.97003e-06
internal_weight=0 3095 3074 3054 2441 613 589 569 539 2418 2380 2346 506 472 76 396 374 333 307 45 41 262 58 204 41 163 137 84 49 53
internal_count=3121 3095 3074 3054 2441 613 589 569 539 2418 2380 2346 506 472 76 396 374 333 307 45 41 262 58 204 41 163 137 84 49 53
is_linear=0
shrinkage=0.1


Tree=6962
num_leaves=31
num_cat=0
split_feature=12 4 10 16 51 33 147 147 148 0 147 45 448 0 1 3 3 1 43 0 1 52 51 16 2 2 16 1 150 15
split_gain=8.03997e-09 1.35056e-08 8.19945e-09 1.09722e-07 1.1834e-07 1.36686e-08 8.03998e-09 1.57067e-08 1.27669e-08 4.16701e-08 1.6252e-08 1.4329e-08 1.07703e-08 9.21955e-09 2.51998e-08 1.31521e-08 3.17449e-08 5.25935e-08 4.08876e-08 3.71481e-08 3.3183e-08 3.27088e-08 6.04869e-08 8.57462e-08 1.21429e-07 6.97636e-08 4.09315e-08 3.15322e-08 2.96934e-08 4.58787e-08
threshold=0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 0.080335000000000018 -1.0000000180025095e-35 0.11204500000000002 0.099730000000000027 -0.10069499999999999 -0.26609999999999995 0.092070000000000013 0.094030000000000016 -0.087399999999999992 -0.23051499999999997 0.088975000000000012 -0.016324999999999996 -0.011549999999999998 0.10439500000000002 -0.081374999999999989 0.051010000000000007 0.13820500000000002 -0.23375999999999997 -0.14283999999999999 -0.056919999999999991 0.08647500000000001 0.086675000000000016 0.062650000000000025 0.14754500000000001 0.087380000000000013 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 8 -7 -10 11 12 -11 14 -14 -15 17 -17 -18 20 21 -20 -23 24 -24 -25 -27 -22 29 -26
right_child=-2 -3 5 -5 -6 6 -8 -9 9 10 -12 -13 13 15 -16 16 18 -19 19 -21 27 22 23 25 28 26 -28 -29 -30 -31
leaf_value=-7.1208990662954515e-06 -1.8627612089106984e-06 2.2001111141938572e-06 2.2639189515521815e-06 3.8549039145712447e-06 1.1696217081242305e-06 2.1608771964599361e-06 -1.946048657990624e-06 2.5653217723705287e-06 -4.4620399356582703e-06 -2.304127748402607e-06 2.600147655584806e-06 -2.3965846330611385e-06 1.3558581367571303e-06 -4.4011098691847817e-08 -2.7831598877606955e-06 -5.9291944808137493e-08 -2.948697563217214e-06 6.7290727461763062e-06 -2.1380541394419891e-06 4.1535766488070499e-06 -5.0700351163781999e-06 6.2224518606918934e-06 7.5766510873265252e-06 -6.9985546934958616e-06 -3.7569989267972741e-07 1.389901898561375e-06 -3.7584137317026035e-06 4.0998819431912304e-07 -1.9947175438517208e-06 4.6728810351244957e-06
leaf_weight=36 23 28 27 33 33 27 21 24 21 20 24 25 24 2280 38 25 36 21 36 27 21 21 32 20 45 47 23 21 32 30
leaf_count=36 23 28 27 33 33 27 21 24 21 20 24 25 24 2280 38 25 36 21 36 27 21 21 32 20 45 47 23 21 32 30
internal_value=0 1.38295e-08 -6.1105e-09 -8.87677e-07 -3.15587e-06 2.41859e-08 3.62393e-09 1.76455e-08 -3.4678e-09 -2.38363e-08 8.88919e-09 -1.31328e-08 8.15559e-09 2.47967e-08 -1.18096e-06 5.23112e-08 5.54862e-07 3.03974e-06 2.62523e-07 5.88168e-07 2.94674e-07 6.80119e-07 1.08594e-06 6.14902e-07 2.17196e-06 -1.78988e-06 -3.01688e-07 -2.33002e-06 5.55598e-07 1.64373e-06
internal_weight=0 3098 3070 102 69 2968 2941 2920 2896 2869 2848 2824 2799 2779 62 2717 437 46 391 355 328 286 250 229 139 90 70 42 107 75
internal_count=3121 3098 3070 102 69 2968 2941 2920 2896 2869 2848 2824 2799 2779 62 2717 437 46 391 355 328 286 250 229 139 90 70 42 107 75
is_linear=0
shrinkage=0.1


Tree=6963
num_leaves=31
num_cat=0
split_feature=45 1 1429 156 11 0 475 132 12 13 12 402 129 401 104 11 9 33 1213 1210 1210 2 2 15 15 15 15 402 3 391
split_gain=8.25527e-09 6.74184e-08 1.88931e-08 2.20138e-08 1.38511e-08 3.25034e-08 1.26784e-08 8.39669e-09 2.53962e-08 4.7326e-08 2.64592e-08 2.26192e-08 1.79622e-08 1.48846e-08 1.39454e-08 2.75086e-08 1.37505e-08 2.88878e-08 1.14023e-08 1.14854e-07 1.05257e-07 4.86833e-08 1.10764e-07 7.2054e-08 1.26958e-07 4.42253e-08 4.58746e-08 1.45131e-08 7.2007e-08 3.82639e-08
threshold=0.084355000000000013 0.10684 -0.23752499999999996 0.32523500000000005 0.097680000000000017 -0.033209999999999996 0.093020000000000005 0.10833500000000001 0.089085000000000011 -0.010384999999999998 0.085195000000000007 0.31278000000000006 0.087270000000000014 0.13699500000000003 0.088500000000000009 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 -0.084954999999999989 -0.21410999999999997 -0.089089999999999989 0.084715000000000013 0.083935000000000023 0.088495000000000018 0.085315000000000016 0.085730000000000015 0.089295000000000013 0.10708500000000001 -0.085709999999999995 -0.088134999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 11 10 -10 -9 13 -11 14 15 -4 17 -17 20 -20 -19 22 25 24 -23 -22 -27 29 -29 -21
right_child=1 -3 3 -5 5 -7 -8 8 9 12 -12 -13 -14 -15 -16 16 -18 18 19 27 21 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-3.0842468218850177e-06 5.5897313843832396e-06 -1.8501438823893203e-06 3.7313842403818856e-06 3.3061062117667463e-06 5.3751895292306376e-07 -4.7813180498224038e-06 2.2029413737702551e-06 -5.5530897223685184e-07 3.6221898456899127e-06 3.484432833526322e-08 -5.1543059105990162e-06 3.3720654028002178e-06 -3.8340749227927523e-06 -2.6552079881574695e-06 -2.6139833835259196e-06 3.4189386269645187e-06 -1.9055279152922056e-06 7.4262802578622154e-06 -7.6059107385617608e-06 -4.3911671673413369e-06 3.7432620047184174e-06 5.3380876862612021e-08 -8.1353454523499135e-06 -2.303709258835864e-06 8.2833799344120176e-06 -5.016771085917883e-06 1.5930761210689698e-06 -2.2907188512935713e-06 4.6727236815169103e-06 1.3465552737845072e-09
leaf_weight=20 21 29 20 20 27 20 26 29 28 30 22 20 20 21 20 25 37 21 20 20 23 53 21 38 29 21 21 27 33 2359
leaf_count=20 21 29 20 20 27 20 26 29 28 30 22 20 20 21 20 25 37 21 20 20 23 53 21 38 29 21 21 27 33 2359
internal_value=0 1.2746e-06 -2.07475e-08 -6.65568e-10 -2.24852e-08 -1.72582e-06 4.34336e-09 -1.49817e-08 -8.03981e-07 3.30579e-07 -2.53919e-06 2.0996e-08 -1.51272e-06 -2.86353e-09 1.71147e-08 3.61255e-08 9.23133e-09 3.53642e-08 3.87146e-09 -5.8729e-08 6.81997e-07 -5.52704e-09 -1.82145e-06 1.29589e-06 2.96399e-06 2.18422e-07 -1.71185e-06 3.15853e-09 1.53917e-06 -3.55808e-08
internal_weight=0 50 3071 3051 3031 47 2984 2958 129 78 51 2829 50 2809 2788 2768 2748 2711 2686 2459 227 206 86 120 82 65 42 2439 60 2379
internal_count=3121 50 3071 3051 3031 47 2984 2958 129 78 51 2829 50 2809 2788 2768 2748 2711 2686 2459 227 206 86 120 82 65 42 2439 60 2379
is_linear=0
shrinkage=0.1


Tree=6964
num_leaves=31
num_cat=0
split_feature=401 401 402 1210 133 1208 15 402 1209 2 1210 402 402 402 402 402 1211 1212 1212 402 1212 1212 1213 4 1186 1211 52 131 132 131
split_gain=8.14107e-09 1.27603e-08 2.5537e-08 1.8992e-08 1.21384e-08 3.18864e-08 2.87604e-08 1.28255e-08 3.53478e-08 2.17174e-08 1.52469e-08 3.72659e-08 1.24052e-08 1.70887e-08 1.75874e-08 1.22469e-08 1.26371e-08 1.23962e-08 1.03666e-07 6.27417e-08 2.04917e-08 2.67242e-08 1.06589e-08 2.4276e-08 2.07708e-08 1.88531e-08 1.03351e-08 9.57119e-09 1.24859e-08 1.5439e-08
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.41553500000000004 0.11198500000000002 0.090615000000000015 -0.10770499999999998 -0.097919999999999993 0.087545000000000026 -0.13847499999999999 -0.095444999999999988 -0.089154999999999998 -0.086719999999999978 -0.064959999999999976 -0.031734999999999992 0.11048500000000001 -0.092474999999999988 -0.087464999999999987 1.0000000180025095e-35 -0.009474999999999999 -0.064959999999999976 0.11076500000000002 -0.080924999999999983 -0.11456499999999999 0.09030500000000001 0.086275000000000004 0.11793000000000002 0.11328000000000001 0.090690000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -6 9 -9 -4 -10 -12 -13 -14 -15 -16 17 19 -19 -17 21 -20 24 -24 -22 27 -21 28 29 -26
right_child=1 2 3 -5 6 -7 -8 8 10 -11 11 12 13 14 15 16 -18 18 20 26 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=2.0110824732455514e-06 -2.3596300647825602e-06 2.7714263561999059e-06 4.1057845169234496e-06 -3.0968427790867286e-06 6.1559515271173129e-08 4.0037216876953606e-06 -4.511911101872102e-06 -4.2167652964053564e-06 1.9916688415833053e-06 -5.5440684889163093e-07 -4.3261410905870435e-06 1.9332050917662196e-06 -2.8589569302268849e-06 2.6997532719027126e-06 -2.2681523915935032e-06 5.904059772936827e-06 1.787873665867105e-06 -7.0614411702947462e-06 -4.6171270696504512e-07 5.9723781468607904e-07 3.1924817722028821e-06 4.5889763565686401e-06 -4.1261798423875005e-06 8.0089304901775901e-07 -4.4553852126346242e-08 -3.1009859912956015e-06 -2.0402451388198034e-06 -1.6144292264987206e-06 -2.2633597552612627e-06 9.064635558363965e-07
leaf_weight=20 23 33 20 20 44 20 20 20 38 20 20 33 21 24 24 21 39 21 20 39 20 22 20 20 2209 20 24 37 24 185
leaf_count=20 23 33 20 20 44 20 20 20 38 20 20 33 21 24 24 21 39 21 20 39 20 22 20 20 2209 20 24 37 24 185
internal_value=0 -1.297e-08 4.56518e-09 -2.54205e-08 -5.11358e-09 2.43367e-08 -1.36765e-06 -2.72473e-09 -2.72461e-08 1.77569e-06 1.83767e-09 -2.47587e-08 5.7151e-09 -1.70832e-08 4.46951e-09 -1.90958e-08 7.41508e-10 -2.52459e-08 -6.39034e-08 1.17038e-06 -6.88041e-09 2.18389e-06 -4.31771e-08 -1.66264e-06 -1.72137e-08 -4.31507e-08 -4.07518e-07 -1.82396e-08 6.18514e-09 2.89375e-08
internal_weight=0 3101 3078 3045 3025 2961 64 2941 2901 40 2881 2843 2823 2790 2769 2745 2721 2682 2598 84 2577 42 2535 40 2495 2475 63 2455 2418 2394
internal_count=3121 3101 3078 3045 3025 2961 64 2941 2901 40 2881 2843 2823 2790 2769 2745 2721 2682 2598 84 2577 42 2535 40 2495 2475 63 2455 2418 2394
is_linear=0
shrinkage=0.1


Tree=6965
num_leaves=31
num_cat=0
split_feature=130 10 40 40 2 45 46 1428 473 471 0 12 0 12 13 2 52 52 52 12 2 42 16 52 2 15 1427 151 1184 49
split_gain=7.77805e-09 1.93784e-08 3.10062e-08 1.95003e-08 1.32953e-08 1.64602e-08 8.98053e-09 1.12977e-08 1.68216e-08 1.49252e-08 1.24206e-08 6.50618e-08 3.21109e-08 9.20136e-08 2.98912e-08 1.50501e-08 1.23323e-08 5.59211e-08 2.4037e-08 2.09038e-08 6.71605e-08 4.54348e-08 1.8168e-08 1.5728e-08 1.76437e-08 1.99532e-08 1.38735e-08 1.79062e-08 1.45268e-08 1.37887e-08
threshold=-0.23647499999999996 -0.38124499999999995 -0.077714999999999992 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 0.12445000000000002 0.098150000000000015 0.10455500000000001 0.09334000000000002 0.090705000000000008 0.090675000000000019 -0.23375999999999997 -0.19683499999999995 -0.24456499999999998 0.090345000000000023 0.10981000000000002 -0.067534999999999998 0.26435500000000006 -0.43851499999999993 0.09580000000000001 -0.011859999999999997 0.089335000000000012 0.13982000000000003 0.089075000000000015 0.092185000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 -7 -9 -10 12 14 16 -14 15 -12 18 -18 19 20 23 -21 -23 24 25 -11 27 28 -19 -24
right_child=1 3 -4 4 -6 6 -8 8 9 10 11 -13 13 -15 -16 -17 17 26 -20 21 -22 22 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.9657388151017587e-06 4.9902023073400415e-06 -3.0530589334548932e-06 -5.1143369568134878e-07 -2.8720200225507143e-06 2.5121801540773871e-06 -1.8833001448115284e-06 1.4411091984943913e-06 2.8961245811842672e-06 -2.6087391430254765e-06 5.5239772982707517e-07 -5.7761570502634642e-07 6.0388240550916331e-06 2.0445346308406443e-06 -7.4329567193368964e-06 -2.766486756925211e-06 3.2126331071938552e-06 5.2200522479292234e-06 1.3260142179143564e-08 -3.8686292165428835e-06 -4.279874679014029e-06 5.714406636126937e-06 -2.7762248163298863e-06 -5.7080059691759836e-07 -2.7142266768957297e-06 2.3636319261081205e-06 -3.1651853481145574e-06 1.8615549901308375e-06 -2.5076499233429267e-06 2.7197618965146831e-06 2.1845567232503529e-06
leaf_weight=20 20 21 21 20 21 32 43 20 22 42 20 21 20 21 29 22 21 2352 21 36 21 20 42 24 26 22 41 28 20 32
leaf_count=20 20 21 21 20 21 32 43 20 22 42 20 21 20 21 29 22 21 2352 21 36 21 20 42 24 26 22 41 28 20 32
internal_value=0 1.26719e-08 2.17229e-06 -1.62641e-08 4.72063e-09 -1.27269e-08 6.34777e-09 -1.45303e-08 5.92834e-09 -1.39835e-08 5.83072e-09 1.14905e-06 -3.18804e-08 -2.80979e-06 -2.97218e-07 1.40775e-06 9.56583e-09 8.17684e-08 -6.11982e-07 -3.53908e-07 5.17646e-07 -1.25898e-06 -1.02046e-07 -4.39652e-07 1.66901e-07 -7.25521e-07 3.75636e-08 6.40371e-09 3.60806e-08 6.20705e-07
internal_weight=0 3101 41 3060 3039 3018 2998 2955 2923 2903 2881 92 2789 41 71 42 2748 2462 286 265 135 130 94 114 90 64 2441 2400 2372 74
internal_count=3121 3101 41 3060 3039 3018 2998 2955 2923 2903 2881 92 2789 41 71 42 2748 2462 286 265 135 130 94 114 90 64 2441 2400 2372 74
is_linear=0
shrinkage=0.1


Tree=6966
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 129 1213 1213 1213 1210 2 4 16 1213 1213 12 1213 1213 3 1213 1209 402 2 402 16 3 3 3 4 151 401
split_gain=7.02878e-09 3.81618e-08 1.92238e-08 8.70634e-09 1.31774e-08 7.60127e-09 9.92795e-08 7.92538e-08 5.55302e-08 4.46163e-08 1.07006e-07 6.4403e-08 1.69661e-08 1.3325e-08 4.20577e-08 2.75283e-08 2.21762e-08 6.63093e-08 2.83705e-08 1.32248e-08 1.48027e-08 8.51413e-08 4.96051e-08 1.31587e-08 1.28434e-08 3.91418e-08 3.44965e-08 1.07921e-07 4.31569e-08 4.08549e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.091099999999999987 -0.082304999999999975 -0.085049999999999987 -0.087969999999999979 -0.082704999999999987 -0.091799999999999979 0.084715000000000013 -0.080924999999999983 -0.088159999999999988 -0.22748999999999997 -0.077179999999999985 0.089085000000000011 -0.069109999999999991 -0.020279999999999996 -0.077104999999999993 -0.011424999999999999 -0.084519999999999984 0.10708500000000001 0.083715000000000026 0.10052500000000002 -0.090764999999999985 -0.081734999999999988 -0.082039999999999988 -0.079864999999999978 -0.078629999999999992 -0.0038099999999999996 -0.06959499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 8 -7 -6 11 -11 -10 -13 14 -9 -15 17 -17 -18 -20 22 -22 24 -12 25 -21 27 -26 -29 -28
right_child=1 3 -4 4 5 7 -8 13 9 10 23 12 -14 15 -16 16 18 -19 19 20 21 -23 -24 -25 26 -27 29 28 -30 -31
leaf_value=-1.7445882190732695e-07 4.2889637240607823e-06 -1.8861356953910521e-06 -2.8964395066092647e-06 2.1852040658489257e-06 -4.7467867607338129e-06 -6.0205794926301596e-06 5.3031564856905181e-06 -1.3593344068464251e-06 -5.6805437179718875e-06 7.5024015302460612e-06 1.5074254260330886e-06 -1.3423209518729589e-06 2.3799940317985604e-06 -3.6284755137352302e-06 4.8240552215164912e-06 4.3864027985817662e-06 -3.4613751760540858e-06 -2.3835701441661833e-06 -1.85702315560009e-06 1.9844310085385769e-07 6.116439802402359e-06 -1.8170639988614225e-06 -4.7409435327691344e-06 -1.2536778779627235e-06 -7.0719913373036914e-06 3.9928909261886603e-06 4.0979530145553635e-06 3.8306550658533183e-06 -1.1314337451979571e-06 -7.0316373289028376e-08
leaf_weight=192 21 24 30 28 25 22 37 22 25 24 28 24 25 21 22 39 24 23 38 935 24 31 22 45 29 28 24 21 106 1162
leaf_count=192 21 24 30 28 25 22 37 22 25 24 28 24 25 21 22 39 24 23 38 935 24 31 22 45 29 28 24 21 106 1162
internal_value=0 4.15359e-08 -5.42294e-07 1.05436e-08 2.64932e-08 5.1047e-09 5.52222e-07 -4.40578e-08 -3.44638e-07 2.98951e-07 1.70979e-06 -1.5504e-06 5.56819e-07 7.0832e-09 1.73236e-06 -2.29572e-08 7.2566e-09 1.87496e-06 -4.01238e-08 -6.19403e-09 2.33322e-08 1.64483e-06 -1.49928e-08 -1.94625e-07 3.01139e-08 3.0877e-07 -1.69846e-07 -1.56779e-06 -3.10931e-07 1.40331e-08
internal_weight=0 2899 222 2878 2854 2826 233 2593 196 171 97 74 49 2571 44 2527 2506 62 2444 2420 2382 55 2327 73 2305 963 1342 156 127 1186
internal_count=3121 2899 222 2878 2854 2826 233 2593 196 171 97 74 49 2571 44 2527 2506 62 2444 2420 2382 55 2327 73 2305 963 1342 156 127 1186
is_linear=0
shrinkage=0.1


Tree=6967
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 2 1213 42 133 42 4 1186 391 402 43 1210 403 403 133 402 42 1209 402 15 133 1209 403 1212 1213 403
split_gain=6.80775e-09 2.17493e-07 1.24478e-07 2.69463e-08 1.21148e-08 1.33554e-08 6.9819e-09 2.90434e-08 8.97752e-08 6.91002e-08 2.72192e-08 1.56789e-08 2.42102e-08 1.39417e-08 5.60788e-08 1.80432e-08 1.67566e-08 1.53254e-08 1.20245e-08 1.9671e-08 8.5572e-08 7.34288e-08 2.09008e-08 1.76744e-08 1.61056e-08 2.2592e-08 5.34855e-08 1.24778e-08 1.74679e-07 9.36574e-08
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.082199999999999981 0.083585000000000007 0.093235000000000026 0.090990000000000015 0.10275500000000001 0.086325000000000013 -0.07958999999999998 -0.089559999999999987 -0.086514999999999981 -0.45015499999999992 0.055925000000000009 0.24726500000000004 -0.55276999999999987 -0.53960999999999981 0.41553500000000004 -0.064959999999999976 0.087075000000000014 0.087485000000000021 -0.022269999999999995 -0.026084999999999994 0.26753000000000005 -0.067109999999999989 -0.0047449999999999992 -0.064959999999999976 -0.083944999999999978 0.064330000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 11 9 -9 10 -8 -6 -13 14 -14 16 -15 -18 19 20 21 -19 -21 -20 25 26 -24 28 29 -27
right_child=2 -3 4 -5 6 -7 7 8 -10 -11 -12 12 13 15 -16 -17 17 18 23 22 -22 -23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=-9.7642975057741943e-08 -7.5340292162515894e-06 1.0214237595175204e-05 3.4856393605358404e-06 -3.9689490768068937e-06 -2.6443411452023811e-06 6.484013090357622e-08 3.4066933608301046e-06 -1.3903444810764017e-06 7.1864644721502022e-06 -5.4017771135693781e-06 -6.9817607467825842e-07 3.3598167333149743e-06 -5.2467092295362663e-06 -2.6737228144687229e-06 1.8153357326285275e-06 2.7696178597619546e-06 2.0591469407398629e-06 -5.279310264230927e-06 2.7979484549351109e-07 -3.2928839959822651e-06 6.013391241818259e-06 1.9801737260805616e-06 5.8367179094819313e-06 -3.8739500314477477e-06 -2.1759165919580221e-06 7.052912700373781e-06 -1.3890705804442406e-06 -9.5792914537317198e-09 -8.9484787023056103e-06 -1.1175096194571606e-06
leaf_weight=178 22 21 21 20 23 25 30 26 23 21 35 21 23 24 22 23 35 22 21 20 28 38 21 20 35 20 20 2214 22 47
leaf_count=178 22 21 21 20 23 25 30 26 23 21 35 21 23 24 22 23 35 22 21 20 28 38 21 20 35 20 20 2214 22 47
internal_value=0 5.37624e-07 -4.05762e-08 -4.88684e-07 1.66654e-08 1.62651e-06 -9.46472e-09 6.92348e-07 2.6355e-06 -4.14799e-07 1.19638e-06 -4.45684e-08 -2.22236e-08 -4.89742e-08 -1.79415e-06 -1.88848e-08 -4.36763e-08 -1.90485e-08 -4.7821e-08 -1.98183e-08 1.4486e-06 -6.81637e-07 -7.36827e-08 -1.74642e-06 -4.66193e-08 -1.48251e-08 2.31194e-06 -5.62483e-08 -1.2172e-06 1.32142e-06
internal_weight=0 219 2902 198 2880 46 2834 135 49 86 65 2699 2676 2655 45 2610 2587 2563 2528 2487 88 60 2399 41 2379 2344 41 2303 89 67
internal_count=3121 219 2902 198 2880 46 2834 135 49 86 65 2699 2676 2655 45 2610 2587 2563 2528 2487 88 60 2399 41 2379 2344 41 2303 89 67
is_linear=0
shrinkage=0.1


Tree=6968
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 1213 1213 2 402 1213 401 43 402 4 402 52 391 129 130 402 130 52 0 52 42 1212 2 133 3 3 3
split_gain=7.28238e-09 9.91781e-09 8.87891e-09 1.10322e-08 7.79908e-09 6.66907e-08 1.50638e-07 8.93789e-08 5.99969e-08 2.47634e-08 2.80384e-08 4.58599e-08 1.73852e-08 1.44785e-08 6.75441e-08 3.37489e-08 2.0613e-08 1.47725e-08 1.17239e-08 2.68217e-08 3.81115e-08 6.59621e-08 4.43815e-08 3.06144e-08 1.80404e-08 3.04351e-08 1.77107e-08 1.59666e-08 4.06895e-08 4.06736e-08
threshold=0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.092099999999999987 -0.088064999999999991 -0.085284999999999986 0.084055000000000005 0.13775000000000001 -0.092319999999999985 0.11602000000000001 -0.03898999999999999 0.11522000000000002 -0.082349999999999993 0.10686000000000002 -0.0087299999999999982 -0.088134999999999977 -0.075474999999999987 0.13302000000000003 0.020685000000000005 0.085970000000000005 -0.0073049999999999999 -0.087974999999999984 0.086635000000000004 0.084050000000000014 -0.055019999999999993 0.085105000000000014 -0.084614999999999982 -0.083489999999999995 -0.082974999999999979 -0.084144999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -6 13 9 10 -5 12 -12 15 -15 -7 -17 18 24 20 -20 23 -23 -22 25 -18 -21 29 -29 -26
right_child=-2 -3 -4 4 5 7 -8 -9 -10 -11 11 -13 -14 14 -16 16 17 -19 19 26 21 22 -24 -25 27 -27 -28 28 -30 -31
leaf_value=1.9864218781354534e-06 -1.5772956916846634e-06 1.7661383910905215e-06 -2.0526856380072223e-06 -2.2668700621579775e-06 -1.8771045074031247e-06 -4.0997550092924939e-06 1.0249381261928647e-05 -6.2324679319040712e-06 -4.6538263940155668e-06 -2.3524394791252235e-06 2.7828871383383598e-06 5.6422945514592964e-06 -4.2932617383311962e-07 -2.879679653812094e-06 4.0500309270240772e-06 3.00422291670459e-06 -5.7858026732150316e-07 2.4672579466293126e-06 1.1463398225584702e-06 3.2991154609719941e-06 -2.4853359708355459e-06 -8.2303703293291624e-06 -1.9102934811598971e-06 2.9204801899140877e-06 1.6623980497376407e-07 4.5658632450834812e-06 -3.7428054416263229e-07 -3.4308929642927405e-06 -1.1732123009464656e-07 3.0773004709772071e-06
leaf_weight=28 29 32 21 25 21 20 20 23 31 32 23 21 63 22 39 23 23 24 35 21 22 25 20 20 815 23 35 38 1496 51
leaf_count=28 29 32 21 25 21 20 20 23 31 32 23 21 63 22 39 23 23 24 35 21 22 25 20 20 815 23 35 38 1496 51
internal_value=0 1.47846e-08 -3.53022e-09 1.06298e-08 -7.74357e-09 3.46078e-08 4.03825e-06 -2.45452e-08 -6.1934e-07 1.43276e-07 7.48298e-07 1.45278e-06 4.29754e-07 2.73379e-08 1.55079e-06 -7.19599e-09 2.34484e-08 -2.44201e-09 -2.50307e-08 -8.08592e-07 -1.64025e-06 -2.7613e-06 -5.42145e-06 8.88622e-08 3.19905e-08 1.99364e-06 1.00324e-06 -5.6078e-09 -1.99404e-07 3.37676e-07
internal_weight=0 3092 3060 3039 3011 2816 41 2775 195 164 132 107 86 2752 61 2691 2671 2648 2624 178 122 87 45 42 2446 46 56 2400 1534 866
internal_count=3121 3092 3060 3039 3011 2816 41 2775 195 164 132 107 86 2752 61 2691 2671 2648 2624 178 122 87 45 42 2446 46 56 2400 1534 866
is_linear=0
shrinkage=0.1


Tree=6969
num_leaves=31
num_cat=0
split_feature=132 1185 1203 403 42 403 1209 132 1186 2 16 3 15 1209 1210 1213 1212 52 1210 4 402 402 403 15 402 401 42 401 390 401
split_gain=8.58293e-09 4.40003e-08 1.83982e-08 7.32057e-09 6.00264e-08 2.12221e-08 1.23383e-08 7.23085e-09 8.23444e-09 8.79394e-09 1.48555e-08 1.48409e-08 1.1246e-08 6.95339e-09 1.05903e-08 6.27468e-08 1.09767e-07 3.43132e-08 1.85163e-08 5.03435e-08 6.85776e-09 2.39878e-08 1.87133e-08 5.01906e-08 1.47844e-08 1.20384e-08 2.14135e-08 1.14848e-08 3.34681e-08 1.99187e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.5492149999999999 0.091205000000000008 -0.5425549999999999 -0.092099999999999987 -0.46452999999999994 -0.010834999999999999 0.10467500000000002 -0.095094999999999985 -0.073309999999999986 0.084655000000000022 -0.084519999999999984 -0.064344999999999999 -0.087969999999999979 0.087490000000000012 0.048520000000000008 -1.0000000180025095e-35 -0.078439999999999996 -0.46900499999999995 -0.45015499999999992 -0.34918499999999997 0.090455000000000021 -0.52461999999999986 0.11602000000000001 0.095565000000000011 0.10632500000000002 0.090020000000000017 0.094270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 -3 -5 -7 -1 -9 10 -10 12 -12 -8 15 -15 -17 -18 19 -16 24 -22 23 -23 -20 27 -27 28 29 -24
right_child=1 3 -4 5 -6 6 13 8 9 -11 11 -13 -14 14 18 16 17 -19 20 -21 21 22 25 -25 -26 26 -28 -29 -30 -31
leaf_value=1.5473367136564775e-06 4.6066746151717827e-06 -1.8845370865666815e-06 -2.9955207009736894e-06 -3.2551420576965029e-06 4.8763601640485404e-06 2.0310324051327672e-06 -1.5220759511673048e-06 1.1808991250570846e-06 -3.4458251419615092e-06 6.3632013409785161e-07 -1.4824107879007898e-07 1.5935994744485589e-06 -2.7466322432789435e-06 -2.9188848566263913e-06 -4.7500089229807992e-06 6.2281384538064001e-06 1.7013152364597774e-06 -4.1564283682760109e-06 -6.1776225038556739e-07 1.642427911395895e-06 -2.6934313995518483e-06 -7.7957600424491747e-07 -1.8486095856619939e-08 4.4169193830277765e-06 3.2272893719209608e-06 -3.8784147322572114e-06 4.854856174658736e-07 2.0163237621773078e-06 -3.9952795824709549e-06 2.5749015064017535e-06
leaf_weight=20 21 29 28 20 24 30 30 26 23 35 36 23 31 30 28 39 20 20 20 22 33 41 2314 34 20 22 23 28 21 30
leaf_count=20 21 29 28 20 24 30 30 26 23 35 36 23 31 30 28 39 20 20 20 22 33 41 2314 34 20 22 23 28 21 30
internal_value=0 4.58904e-08 -5.99265e-07 1.26116e-08 1.177e-06 -9.23362e-09 1.39101e-08 -2.53413e-07 -4.60396e-07 -7.48732e-07 -1.17773e-06 -5.98105e-07 -1.35048e-06 -7.89662e-09 8.65179e-09 9.74574e-07 2.4531e-06 -1.22756e-06 -3.12896e-08 -1.93734e-06 5.56358e-09 -1.4848e-08 2.03263e-08 1.57617e-06 1.30476e-06 -2.75359e-08 -1.64798e-06 2.93624e-09 -2.09009e-08 1.47057e-08
internal_weight=0 2899 222 2878 53 2825 2805 194 174 148 113 90 67 2775 2745 109 79 40 2636 50 2586 2546 2513 75 40 2438 45 2393 2365 2344
internal_count=3121 2899 222 2878 53 2825 2805 194 174 148 113 90 67 2775 2745 109 79 40 2636 50 2586 2546 2513 75 40 2438 45 2393 2365 2344
is_linear=0
shrinkage=0.1


Tree=6970
num_leaves=31
num_cat=0
split_feature=132 399 1203 130 40 1204 1203 1212 1212 158 159 4 1212 13 2 42 43 16 402 401 402 1212 0 1183 12 12 52 43 13 12
split_gain=7.02958e-09 3.50002e-08 2.31674e-08 9.61379e-09 1.27927e-08 7.92207e-09 1.14359e-08 1.07764e-08 4.7555e-08 4.33446e-08 6.28141e-08 3.05732e-08 5.09989e-08 7.02997e-08 2.58818e-08 6.13171e-08 5.3121e-08 2.58421e-08 1.1834e-08 2.18726e-08 1.72668e-08 1.43967e-08 5.20731e-08 1.40159e-08 1.30726e-08 4.42523e-08 6.46319e-08 5.3896e-08 7.38938e-08 3.13642e-08
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 -0.22699999999999995 -0.23755499999999996 -0.082449999999999982 0.088820000000000024 0.087505000000000013 0.086860000000000007 0.10874500000000002 -0.017094999999999996 -0.085409999999999986 0.10083000000000002 -0.0072999999999999992 0.094565000000000024 0.08733500000000001 0.05259500000000001 -0.081779999999999978 -0.45015499999999992 -0.13200999999999999 -0.47355499999999995 0.040035000000000008 -0.086234999999999992 -0.073809999999999973 0.09320500000000001 0.091715000000000005 0.31359500000000001 -0.043144999999999996 -0.053889999999999993 0.094225000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 -6 7 8 18 10 -9 17 13 -13 15 -14 -17 -12 20 -20 -7 23 -23 -21 25 -25 27 -27 -29 -26
right_child=1 -3 -4 4 5 6 -8 9 -10 -11 11 12 14 -15 -16 16 -18 -19 19 21 -22 22 -24 24 29 26 -28 28 -30 -31
leaf_value=-2.1954745527787796e-07 -1.9920705715511152e-06 3.0559114442870563e-06 -3.7924616336226791e-06 2.2699231312799383e-06 1.4319161846886251e-06 3.5222129895373661e-07 -1.8179692564704705e-06 -5.1236718093150559e-06 -4.914916498819366e-06 4.7774856561179909e-06 5.5224503394756228e-07 8.0009932939143876e-06 -5.3938777773510091e-06 -2.6545145033196605e-08 3.3577405429241485e-06 5.1414597737675646e-06 -1.557650661891722e-06 -4.1202372199222744e-06 3.2220144237812966e-06 2.4030943316503178e-06 -3.8031125262705249e-06 4.8547869282629111e-06 -1.7383709805669597e-06 -7.9458587263956663e-08 -2.7662404669502972e-06 -1.543836619021022e-06 6.5439831577881101e-06 -1.4950717718420493e-06 6.4634172969947808e-06 -2.525251817497548e-07
leaf_weight=196 24 38 20 25 38 20 35 20 20 23 29 24 20 20 20 20 29 20 21 23 20 25 23 1682 55 50 24 20 28 509
leaf_count=196 24 38 20 25 38 20 35 20 20 23 29 24 20 20 20 20 29 20 21 23 20 25 23 1682 55 50 24 20 28 509
internal_value=0 4.09322e-08 -5.50373e-07 9.70866e-10 1.77957e-08 -2.18414e-09 -2.1787e-08 1.11519e-09 -5.80895e-08 6.64207e-07 1.95864e-07 7.80428e-07 1.56712e-06 4.35211e-06 1.90276e-07 -7.27829e-07 1.17668e-06 -1.35489e-06 -1.92348e-08 8.50843e-09 -1.72545e-06 -1.91601e-08 1.69557e-06 -5.35837e-08 -7.7445e-08 5.39294e-08 1.89293e-06 7.53902e-07 3.14738e-06 -4.97657e-07
internal_weight=0 2905 216 2867 2843 2818 2780 2745 2520 225 202 182 133 44 89 69 49 49 2500 2460 40 2439 48 2391 2368 1804 122 98 48 564
internal_count=3121 2905 216 2867 2843 2818 2780 2745 2520 225 202 182 133 44 89 69 49 49 2500 2460 40 2439 48 2391 2368 1804 122 98 48 564
is_linear=0
shrinkage=0.1


Tree=6971
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 1208 403 403 1208 403 156 475 46 1428 474 97 374 120 13 4 4 13 13 12 12 0 12 11 10 0
split_gain=6.78389e-09 2.06311e-07 1.16233e-07 2.1996e-08 8.60565e-09 7.78572e-09 8.4719e-09 1.64361e-08 3.95669e-08 1.33467e-08 6.51838e-09 1.5253e-08 7.71531e-09 1.23477e-08 1.29172e-08 8.35139e-09 1.75968e-08 1.74958e-08 1.76906e-08 8.13776e-08 5.80624e-08 1.51556e-08 1.73531e-08 3.02127e-08 1.86363e-08 1.46131e-08 6.01075e-08 1.89643e-08 1.94668e-08 4.86329e-08
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.037359999999999997 0.11531000000000001 -0.55327499999999985 -0.54856499999999986 0.099975000000000008 -0.52800499999999995 0.3248100000000001 0.13528000000000004 0.084955000000000017 -0.071779999999999997 -0.42010499999999995 -0.086464999999999986 0.08987500000000001 0.086165000000000019 0.24813000000000004 0.63113500000000011 0.0037800000000000004 0.23074000000000003 0.11217000000000001 0.09857500000000001 0.085885000000000017 0.10455500000000001 0.09857500000000001 -0.011194999999999998 0.053330000000000009 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 -6 -8 9 -9 11 12 13 -11 -15 -16 17 18 19 21 -20 22 25 24 -24 27 -27 -17 -29 -30
right_child=2 -3 4 -5 5 -7 7 8 -10 10 -12 -13 -14 14 15 16 -18 -19 20 -21 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-1.0959238837774926e-07 -7.2815504443662411e-06 9.9612580178083078e-06 1.5732969239122344e-06 -3.6072659679575742e-06 1.655550549032576e-06 -1.7269014418931105e-06 -2.6689267114499634e-06 -2.1198272366973471e-06 3.8247614283035449e-06 -2.1959298373111289e-06 -1.6752439054441667e-06 2.7667312497214881e-06 1.293067187159775e-06 2.4642826543543251e-06 -1.9229420692444481e-06 2.9983377750059369e-06 2.3591537074612612e-06 -2.9123253474002317e-06 9.202183216106186e-08 6.0884821064891271e-06 -6.142740918448908e-06 -2.6959381579044496e-06 2.0248143452287577e-06 4.2558303973167387e-06 -2.1881243569731897e-06 2.2731049357125946e-07 -5.5826814218562506e-06 2.1505413992850813e-08 -5.7452170301530722e-06 9.3161857345573172e-07
leaf_weight=178 22 21 35 20 31 26 23 30 27 26 23 20 45 21 23 21 31 21 59 22 20 21 21 26 21 69 24 2150 20 24
leaf_count=178 22 21 35 20 31 26 23 30 27 26 23 20 45 21 23 21 31 21 59 22 20 21 21 26 21 69 24 2150 20 24
internal_value=0 5.36683e-07 -4.05024e-08 -4.62893e-07 1.48112e-08 -4.36173e-09 1.15255e-08 -6.75457e-09 1.53901e-08 -2.21749e-08 1.06345e-09 1.54229e-08 -5.22484e-09 -2.75237e-08 -5.78953e-09 -2.59495e-08 -8.83933e-09 -3.7981e-08 -1.38171e-08 3.42746e-08 -1.4864e-06 -2.12917e-08 2.34781e-09 1.5768e-06 -8.1655e-08 -4.40397e-08 -1.27204e-06 7.51975e-09 -2.1107e-08 -2.10331e-06
internal_weight=0 219 2902 198 2880 2845 2819 2788 2765 2738 2708 2685 2665 2620 2594 2573 2550 2519 2498 2419 79 2397 2376 68 42 2308 93 2215 2194 44
internal_count=3121 219 2902 198 2880 2845 2819 2788 2765 2738 2708 2685 2665 2620 2594 2573 2550 2519 2498 2419 79 2397 2376 68 42 2308 93 2215 2194 44
is_linear=0
shrinkage=0.1


Tree=6972
num_leaves=31
num_cat=0
split_feature=394 3 1 120 52 1 9 33 9 1132 1 43 9 1 45 3 47 9 1 474 51 52 15 1 1 52 3 15 150 48
split_gain=7.17922e-09 6.25473e-09 2.42468e-08 2.77821e-08 4.29338e-08 1.86527e-08 1.29632e-08 1.79037e-08 1.68101e-08 9.38069e-09 9.79176e-09 2.23767e-08 1.93126e-08 2.18677e-08 1.38266e-08 1.01512e-08 2.92804e-08 5.99862e-08 3.90622e-08 3.41765e-08 3.62365e-08 5.04956e-08 3.80145e-08 7.40004e-08 1.34622e-07 4.35141e-08 7.89032e-08 3.31048e-08 4.35894e-08 2.25244e-08
threshold=0.264685 0.63141500000000017 0.16540500000000002 1.0000000180025095e-35 -0.014264999999999998 0.15022500000000003 0.092890000000000014 -0.012019999999999998 0.086220000000000005 -1.0000000180025095e-35 0.13820500000000002 -0.041049999999999996 -0.090799999999999978 0.13559000000000002 0.094030000000000016 -0.013929999999999998 0.092165000000000011 -1.0000000180025095e-35 0.10612500000000001 0.091650000000000009 0.093135000000000009 -0.012859999999999998 -0.015744999999999999 0.10254500000000001 0.088340000000000016 1.0000000180025095e-35 0.086245000000000016 -0.040804999999999994 0.090480000000000019 0.089025000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 9 -9 12 -12 -11 14 15 -14 17 -17 -18 20 22 -22 27 24 25 26 -24 28 29 -19
right_child=-2 -3 -4 4 -6 -7 -8 8 -10 10 11 -13 13 -15 -16 16 18 19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.7535707166255938e-06 1.6878056339919566e-06 -1.6565664207954125e-06 3.4691851328716439e-06 4.7020868226933425e-07 -5.9315296800832591e-06 2.9126872912919246e-06 1.8254160346187794e-06 -2.1906974859575713e-06 2.6817019201901177e-06 2.9606603453141195e-06 -3.8196689579515144e-06 1.8780231249892448e-07 -5.4023045814164083e-08 -3.2286301146674159e-06 -2.379365035191465e-06 5.9461317759780201e-06 -5.1064763857495915e-06 8.4494422544696305e-07 5.9894486262075074e-07 -3.5672982653522925e-06 -3.7315090095145748e-06 2.0257329815649426e-06 9.7175801009879726e-06 6.728987327439808e-06 -5.1615187512652488e-06 -7.6497677913390694e-08 9.4121742222341709e-07 -3.0746164301175532e-06 3.7773541088107461e-06 -2.0501346933465026e-06
leaf_weight=24 25 23 20 22 20 22 38 20 23 22 22 38 2302 21 24 21 21 78 28 20 39 25 21 31 25 22 20 26 37 41
leaf_count=24 25 23 20 22 20 22 38 20 23 22 22 38 2302 21 24 21 21 78 28 20 39 25 21 31 25 22 20 26 37 41
internal_value=0 -1.36281e-08 -1.33143e-09 -2.40665e-08 -2.57824e-06 1.15612e-08 -9.792e-09 -3.3424e-08 -1.11201e-08 -3.24475e-08 -1.74804e-08 -1.2816e-06 9.3777e-09 -1.37944e-08 1.04816e-08 3.12855e-08 4.6289e-07 7.41578e-07 -1.84624e-06 4.57693e-07 6.78241e-07 -1.48259e-06 1.13769e-06 2.52749e-06 1.04742e-06 3.51128e-06 5.43643e-06 2.28968e-07 7.79566e-07 -1.5252e-07
internal_weight=0 3096 3073 3053 42 3011 2989 2951 2927 2904 2884 60 2824 2802 2781 2757 455 406 49 385 365 64 301 119 88 63 41 182 156 119
internal_count=3121 3096 3073 3053 42 3011 2989 2951 2927 2904 2884 60 2824 2802 2781 2757 455 406 49 385 365 64 301 119 88 63 41 182 156 119
is_linear=0
shrinkage=0.1


Tree=6973
num_leaves=31
num_cat=0
split_feature=132 1185 1203 10 0 15 42 41 41 11 2 52 97 34 13 13 4 13 2 12 13 402 39 9 49 48 45 52 16 52
split_gain=7.01484e-09 4.7025e-08 2.26369e-08 7.09089e-09 1.13382e-07 1.0305e-07 3.69139e-08 9.29827e-09 2.01645e-08 5.4016e-08 2.24991e-08 1.20091e-08 1.02833e-08 3.49446e-08 8.02446e-09 6.43819e-08 2.37815e-08 2.03251e-08 5.96789e-08 3.61962e-08 3.06007e-08 2.36766e-08 1.74589e-08 5.2977e-08 1.47194e-08 1.2986e-08 1.21e-08 1.40867e-08 5.51359e-08 4.87586e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 0.086730000000000015 0.076195000000000013 0.088520000000000015 0.074925000000000005 0.097070000000000004 0.061605000000000007 -0.084639999999999979 -0.057544999999999992 -0.17933499999999997 -0.40078499999999995 -0.15289999999999995 -0.097224999999999992 0.092120000000000021 0.084405000000000022 -0.094514999999999988 0.087575000000000014 -1.0000000180025095e-35 0.08925000000000001 -0.42399999999999993 0.091635000000000008 0.094030000000000016 0.086450000000000013 0.15891500000000003 0.08568000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 -7 12 9 -9 -10 -11 -5 -14 15 16 -15 18 19 -16 21 -19 -22 24 -24 -18 27 29 -29 -26
right_child=1 3 -4 7 5 6 -8 8 10 11 -12 -13 13 14 17 -17 25 20 -20 -21 22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-1.5812885859279904e-07 4.7564323938873026e-06 -6.8899320888012502e-06 -3.1997481719210035e-06 -2.1525890546895838e-06 5.0191155145916535e-06 -4.1471444231525137e-06 8.619689002184064e-07 6.2476082597467693e-06 -3.1174498395730987e-06 1.7486158659115366e-06 1.1218421693023806e-06 -1.4148558877972543e-06 3.1125450972366609e-06 3.1451750344232376e-06 2.757816382802997e-06 -5.2476101700449366e-06 -1.268152048165486e-06 -5.2150208193779693e-06 5.0460627423284857e-06 -2.2939377844510535e-06 2.7490283123963471e-06 -3.4915642686428329e-07 2.7314885664964094e-06 -4.5980626571235919e-06 1.236875596410046e-07 1.400834050330629e-06 -2.2753211199059201e-06 -1.8558903938057256e-07 -5.1712805444644211e-06 4.7619388184379525e-06
leaf_weight=194 21 24 28 22 36 31 28 21 21 24 31 24 36 23 23 26 61 20 31 37 23 20 20 25 1553 26 23 623 23 23
leaf_count=194 21 24 28 22 36 31 28 21 21 24 31 24 36 23 23 26 61 20 31 37 23 20 20 25 1553 26 23 623 23 23
internal_value=0 4.14941e-08 -5.41757e-07 7.09043e-09 -7.48711e-07 8.02756e-07 -1.76994e-06 3.96893e-08 8.96865e-07 2.01754e-06 -5.9018e-07 1.6688e-07 3.72303e-10 1.84782e-08 -2.46948e-08 -7.72312e-07 2.85486e-07 1.69075e-08 1.48332e-06 -3.57432e-07 -3.98046e-08 -2.78209e-06 7.61929e-09 -1.99145e-08 3.06169e-08 -4.70524e-07 6.55571e-09 3.01755e-08 -3.63098e-07 1.91378e-07
internal_weight=0 2899 222 2878 119 95 59 2759 121 69 52 48 2638 2616 2580 136 110 2444 91 60 2353 40 2313 2290 2265 87 2245 2222 646 1576
internal_count=3121 2899 222 2878 119 95 59 2759 121 69 52 48 2638 2616 2580 136 110 2444 91 60 2353 40 2313 2290 2265 87 2245 2222 646 1576
is_linear=0
shrinkage=0.1


Tree=6974
num_leaves=31
num_cat=0
split_feature=45 46 1426 1428 1428 96 2 132 12 1186 2 132 2 15 15 15 1447 481 160 1447 52 131 160 2 133 52 2 52 1212 1212
split_gain=8.01827e-09 1.13452e-08 1.21585e-08 1.14737e-08 1.03626e-08 8.23037e-09 9.06209e-09 7.99389e-08 2.45927e-07 1.81401e-07 6.49486e-08 4.77782e-08 4.96819e-08 4.28035e-08 1.34247e-07 7.72919e-08 3.64411e-08 5.14232e-08 1.33302e-07 6.28998e-08 3.5995e-08 9.24031e-08 4.79241e-08 3.20999e-08 1.1844e-07 6.59947e-08 2.75858e-08 2.08319e-07 4.98718e-08 1.92419e-07
threshold=0.10331000000000001 0.083550000000000013 -0.094284999999999994 0.10539000000000001 0.092095000000000024 0.086110000000000006 0.083715000000000026 -0.083284999999999984 0.091545000000000015 0.049580000000000006 0.082850000000000021 -0.013219999999999997 0.081685000000000021 -0.10203999999999998 -0.11713499999999999 -0.093244999999999981 0.059120000000000013 -0.085784999999999986 -0.015149999999999999 -0.085684999999999997 0.4099850000000001 0.091440000000000007 -0.52336499999999997 0.084415000000000004 -0.011534999999999998 0.086275000000000004 0.084715000000000013 0.086450000000000013 -0.089544999999999986 -0.073259999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -4 10 11 -9 13 14 -13 -15 17 18 -8 -20 22 -22 -17 24 25 -19 27 -25 -28 -30
right_child=-2 -3 3 -5 -6 -7 16 9 -10 -11 -12 12 -14 15 -16 20 -18 23 19 -21 21 -23 -24 26 -26 -27 28 -29 29 -31
leaf_value=2.3419687501948584e-06 1.5748099023937812e-06 -2.3327203924357794e-06 -2.0746110338292898e-06 -2.3467533039712137e-06 2.1133200739907059e-06 -1.3750201435155676e-06 -8.1632485042908752e-06 4.9196932144468521e-06 1.2674977922984e-05 -8.6999005099602545e-06 4.4616118316298529e-06 1.9388600782051837e-07 -4.8274478049712519e-06 -5.9093311392643961e-06 9.3425186582862815e-06 4.9869248173417009e-06 3.2467258119339706e-06 2.1922740357922525e-06 4.6143221446809119e-06 -3.1254826321206307e-06 -7.4523518450901477e-06 6.1624028205642397e-07 9.6356731058703881e-08 -9.4474332525477816e-06 6.4931538085574816e-06 -5.3174182973882789e-06 2.4076284590036821e-06 4.4770205347179272e-06 -9.7075632852682339e-06 -8.0978381010885741e-08
leaf_weight=22 32 21 26 21 23 44 28 20 20 23 36 81 21 23 20 21 32 25 21 21 22 40 437 22 33 22 77 21 21 1845
leaf_count=22 32 21 26 21 23 44 28 20 20 23 36 81 21 23 20 21 32 25 21 21 22 40 437 22 33 22 77 21 21 1845
internal_value=0 -1.63114e-08 -4.55967e-10 -1.73743e-08 -1.20344e-09 -1.7404e-08 2.79044e-09 2.92746e-07 4.33825e-06 4.26203e-08 3.21508e-07 1.03926e-07 -4.09093e-08 1.15173e-07 2.0055e-06 -2.36434e-07 -1.02867e-07 -1.53048e-07 -2.81865e-06 7.4442e-07 1.4483e-08 -2.24681e-06 3.20597e-07 -6.27323e-08 1.90122e-06 -1.3229e-06 -1.41844e-07 -2.64712e-06 -8.64007e-08 -1.89316e-07
internal_weight=0 3089 3068 3046 3025 3002 2958 790 46 744 721 685 665 644 101 543 2168 2136 70 42 520 62 458 2066 80 47 1986 43 1943 1866
internal_count=3121 3089 3068 3046 3025 3002 2958 790 46 744 721 685 665 644 101 543 2168 2136 70 42 520 62 458 2066 80 47 1986 43 1943 1866
is_linear=0
shrinkage=0.1


Tree=6975
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1186 129 1184 403 42 403 1209 403 403 47 10 33 47 47 1 47 1 0 0 0 2 2 1454 0 403 15 4
split_gain=7.58229e-09 3.81633e-08 1.72298e-08 7.54306e-09 1.99582e-08 2.22758e-08 7.55157e-09 4.28637e-08 1.74963e-08 1.05351e-08 7.12941e-08 1.84013e-08 8.46182e-09 9.11698e-08 6.17105e-08 2.91592e-08 1.54368e-08 1.45826e-08 3.15947e-08 2.62168e-08 1.26403e-08 1.06331e-07 9.21465e-08 1.995e-08 9.48295e-08 4.22588e-08 3.42545e-08 2.99522e-08 4.50335e-08 3.02957e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.090275000000000008 -0.077709999999999987 0.084515000000000021 -0.5492149999999999 0.091205000000000008 -0.5425549999999999 -0.087199999999999986 -0.0047449999999999992 -0.53255499999999989 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.097970000000000015 0.091210000000000013 0.098700000000000024 0.107145 0.090275000000000008 -0.083804999999999977 -0.084044999999999995 -0.083389999999999978 0.083995000000000014 0.084415000000000004 0.078175000000000008 -0.084384999999999988 -0.014954999999999998 0.08517000000000001 -0.081984999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 7 -6 -8 10 -10 -11 14 -14 -13 -15 20 19 -19 -17 21 23 -22 25 -25 -16 27 28 -26 -29
right_child=1 3 -4 -5 5 -7 8 -9 9 11 -12 12 13 15 16 17 -18 18 -20 -21 22 -23 -24 24 26 -27 -28 29 -30 -31
leaf_value=-2.2856090256992108e-07 4.2906444356222418e-06 -2.5719729564836294e-06 -2.8821665547898842e-06 1.4307502476947629e-06 -1.4670713913541737e-06 3.346499618146481e-06 -2.9723615398324911e-06 4.2921261344493663e-06 5.0097006447476123e-06 -3.0520414040324799e-06 -2.7251032243859961e-06 -4.5760670976354353e-06 7.0177069119381491e-06 -3.5593620330993349e-06 -4.7567279339308421e-07 2.0524676146227582e-07 2.7546859155336281e-06 4.5476740351226737e-06 3.556954126679557e-07 -3.8477716543638961e-06 6.3223744594627837e-06 -7.3278007394470655e-06 6.3673000585245918e-08 5.8005463716069376e-06 3.3368346268818845e-08 -4.6917083603114372e-06 3.7768748701306657e-06 2.1927748341049503e-06 -4.7493271638034327e-06 -2.0858673068336441e-07
leaf_weight=194 21 30 28 37 28 20 20 24 26 20 22 30 20 21 199 79 20 21 125 20 24 21 1186 28 45 27 22 57 35 671
leaf_count=194 21 30 28 37 28 20 20 24 26 20 22 30 20 21 199 79 20 21 125 20 24 21 1186 28 45 27 22 57 35 671
internal_value=0 4.31324e-08 -5.6325e-07 1.21395e-08 -6.33594e-09 2.10455e-08 -2.78439e-09 1.19102e-06 -2.54488e-08 -3.77235e-09 1.46458e-06 -3.01599e-08 -7.3618e-09 5.06397e-07 -6.94908e-08 1.68253e-08 -1.15905e-08 3.23356e-07 9.58651e-07 -6.13545e-07 -3.54892e-08 -2.8001e-07 1.87813e-07 -1.43475e-07 7.66995e-08 -9.79358e-07 -1.16394e-07 -2.22399e-07 -2.05906e-06 -2.0568e-08
internal_weight=0 2899 222 2878 2841 2811 2791 52 2739 2719 48 2671 2651 286 2365 266 2335 245 146 99 2315 1105 1210 1084 858 226 830 808 80 728
internal_count=3121 2899 222 2878 2841 2811 2791 52 2739 2719 48 2671 2651 286 2365 266 2335 245 146 99 2315 1105 1210 1084 858 226 830 808 80 728
is_linear=0
shrinkage=0.1


Tree=6976
num_leaves=31
num_cat=0
split_feature=1429 133 133 1429 151 1429 484 1419 13 52 157 42 157 156 160 12 3 51 12 475 51 1429 1446 133 133 43 43 133 0 1456
split_gain=6.95012e-09 2.55421e-08 4.8897e-08 3.41141e-08 3.11437e-08 2.29238e-08 3.00973e-08 3.03577e-08 1.57862e-08 1.58864e-08 1.3414e-08 2.97795e-08 2.04885e-08 1.17106e-08 6.30894e-08 5.89448e-08 7.23037e-08 6.10072e-08 5.6649e-08 1.97527e-08 3.14644e-08 1.55467e-08 1.00425e-08 8.44715e-08 4.83477e-08 4.43128e-08 6.08012e-08 5.00409e-08 3.22369e-08 2.26094e-08
threshold=0.032755000000000006 0.091250000000000012 0.089200000000000015 0.083715000000000026 -0.085604999999999987 0.084545000000000009 -0.081614999999999979 0.087255000000000013 -0.0013449999999999996 -0.088204999999999992 0.11933000000000001 0.087665000000000007 0.099625000000000005 0.089090000000000016 -0.089549999999999991 0.092465000000000006 -0.083154999999999993 -0.093639999999999987 0.096525000000000014 -0.011519999999999997 -0.043349999999999993 -0.054654999999999988 0.083715000000000026 0.10995500000000001 0.084415000000000018 -0.013024999999999998 -0.0087399999999999995 -0.0081349999999999981 -0.081584999999999977 0.090155000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 -5 -6 -7 8 9 -8 12 -12 13 19 -15 16 -16 -18 -17 20 -1 -21 29 24 25 28 -27 -28 -24 -23
right_child=1 -3 -4 4 5 6 7 -9 -10 -11 11 -13 -14 14 15 18 17 -19 -20 21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-4.8049762157957463e-06 -3.5125669345718291e-06 2.0080664042423547e-06 -5.55123025606008e-06 2.6759117072226611e-06 -3.2563216878910542e-06 2.6827147387109563e-06 -3.260778264358946e-06 -4.035448662010743e-06 1.497953577399596e-06 2.0012504933220044e-07 3.8537230180140645e-06 -4.5219212773241056e-07 -2.4612428728515268e-06 -3.9813153900626199e-06 8.3848808935727002e-06 -5.308554303837809e-06 4.719844160458057e-06 -9.3313375781043484e-07 2.0449516103905228e-06 2.2278136817988072e-06 -1.3662231601702367e-07 -2.8685371982597928e-09 5.473916626720489e-06 6.2516770526599437e-06 -3.3355264990733405e-06 -4.981389534093425e-06 5.0992015042083953e-06 -1.4027917476878744e-06 3.1710576215780085e-07 -2.2668172823614445e-06
leaf_weight=22 31 37 20 37 26 32 21 23 41 36 29 36 33 23 20 20 35 42 22 32 42 2235 27 24 36 23 20 29 22 45
leaf_count=22 31 37 20 37 26 32 21 23 41 36 29 36 33 23 20 20 35 42 22 32 42 2235 27 24 36 23 20 29 22 45
internal_value=0 -4.54262e-07 -7.95483e-07 -4.10402e-07 3.48156e-08 -5.11109e-07 -4.46026e-08 -7.65877e-07 1.47199e-09 -1.07494e-06 4.90221e-08 1.46891e-06 1.54855e-08 4.55451e-08 8.7005e-07 1.67279e-06 3.02784e-06 1.6364e-06 -1.45672e-06 -6.69185e-09 -1.74137e-06 3.78406e-08 9.3647e-09 7.26323e-07 -1.18317e-07 8.38869e-07 -7.39846e-07 1.25108e-06 3.15861e-06 -4.75517e-08
internal_weight=0 304 267 247 216 179 153 121 98 57 2817 65 2752 2719 162 139 97 77 42 2557 64 2493 2461 181 157 121 72 49 49 2280
internal_count=3121 304 267 247 216 179 153 121 98 57 2817 65 2752 2719 162 139 97 77 42 2557 64 2493 2461 181 157 121 72 49 49 2280
is_linear=0
shrinkage=0.1


Tree=6977
num_leaves=31
num_cat=0
split_feature=160 133 13 0 1 479 1447 402 403 2 483 2 1209 132 0 1204 1209 403 403 4 4 0 0 0 33 42 12 4 1456 0
split_gain=7.96874e-09 4.6946e-08 7.81957e-08 1.70804e-07 8.689e-08 1.70782e-08 1.34685e-08 6.77719e-08 3.37744e-08 2.44262e-08 4.41199e-08 1.03291e-08 6.80322e-08 7.18087e-08 2.32684e-07 1.67304e-07 4.46171e-08 6.07582e-08 4.77763e-08 2.79875e-08 9.83651e-08 9.57709e-08 4.95752e-08 6.76585e-08 1.68653e-07 2.325e-08 1.8782e-08 5.48335e-08 3.55399e-08 3.3747e-08
threshold=-0.52439499999999983 0.090445000000000011 -0.081029999999999977 -0.085669999999999982 0.083135000000000014 0.086465000000000014 -0.085684999999999997 0.081585000000000019 -0.55276999999999987 0.086285000000000014 0.087520000000000014 0.080205000000000012 -0.080224999999999977 -0.083284999999999984 -0.082284999999999983 -0.078604999999999994 -0.084519999999999984 -0.012799999999999999 -0.5335399999999999 -0.083644999999999983 -0.081224999999999978 -0.079459999999999989 -0.11991499999999998 -0.10224499999999999 -0.0066799999999999993 0.11688500000000002 0.094435000000000005 -0.068329999999999988 -0.06457499999999998 -0.090644999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 9 -8 -2 -11 12 -10 14 -14 -15 17 -13 -18 21 -21 -17 -22 -24 -25 26 28 -28 -26 -30
right_child=5 -3 4 -5 -6 -7 8 -9 11 10 -12 16 13 15 -16 19 18 -19 -20 20 22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=1.4163007215978035e-06 -2.8443312707793213e-06 4.8638163177557826e-06 -1.2271108507396398e-06 -1.0053878075950707e-05 7.4734438406019102e-06 -2.2951240714863879e-06 -3.4419669787141552e-06 6.3369596512075086e-06 5.6698905455198703e-06 -1.3849493172763747e-06 4.5515253575667014e-06 -7.1517676891138157e-06 -2.9522929537506574e-06 -9.1259219152561853e-06 1.1950980394885847e-05 -6.8175241248506314e-06 3.905498962618974e-06 4.5513505548504849e-07 -1.1406546087064224e-07 6.9525730354639977e-06 5.0115426999752807e-06 1.1012601827955915e-06 -4.3067710449966914e-06 7.379808076188232e-06 -3.9150567242055937e-06 -2.6499154193663493e-06 5.3022122396365985e-06 -7.1141364190095513e-08 -2.8200562680397594e-06 3.6736081734695907e-07
leaf_weight=37 24 23 24 20 22 33 29 20 23 31 21 21 22 20 20 24 30 21 2064 22 20 42 35 31 27 37 24 91 39 224
leaf_count=37 24 23 24 20 22 33 29 20 23 31 21 21 22 20 20 24 30 21 2064 22 20 42 35 31 27 37 24 91 39 224
internal_value=0 7.79035e-07 -1.331e-07 -2.60832e-06 2.93402e-06 -3.27814e-08 -7.57633e-09 1.15754e-06 -4.66033e-08 -2.05465e-07 1.01247e-06 -1.18956e-08 3.21181e-07 1.39735e-07 4.1445e-06 -1.24731e-07 -1.21206e-07 -3.34832e-06 -5.64786e-08 1.67515e-07 4.01013e-07 -1.7783e-06 1.28031e-07 -6.42332e-08 2.49697e-07 -2.50379e-07 -3.11622e-08 1.05025e-06 -4.6e-07 -1.05298e-07
internal_weight=0 126 103 57 46 2995 2962 96 2866 76 52 2837 701 678 42 636 2136 42 2094 616 550 66 528 508 473 442 405 115 290 263
internal_count=3121 126 103 57 46 2995 2962 96 2866 76 52 2837 701 678 42 636 2136 42 2094 616 550 66 528 508 473 442 405 115 290 263
is_linear=0
shrinkage=0.1


Tree=6978
num_leaves=31
num_cat=0
split_feature=132 132 1203 10 0 10 159 43 97 34 9 2 16 45 1 1 13 42 1447 1456 158 1 0 402 160 49 151 150 1 1
split_gain=7.97134e-09 3.03439e-08 2.63138e-08 6.7938e-09 9.05027e-08 8.63712e-08 1.9883e-08 2.31808e-08 8.34816e-09 3.80186e-08 1.37546e-08 3.27692e-08 2.37958e-08 7.00525e-09 7.36413e-09 1.25549e-07 1.4312e-07 8.58596e-08 3.80117e-08 2.35273e-08 3.56984e-08 3.3016e-08 8.22138e-08 3.09779e-08 2.74264e-08 1.10906e-07 2.35316e-08 4.17942e-08 3.35186e-08 5.12867e-08
threshold=-0.083449999999999983 -0.076764999999999986 0.089480000000000018 -0.011559999999999999 -0.10224499999999999 -0.086389999999999981 0.078675000000000009 -0.079734999999999986 -0.083229999999999985 -0.057544999999999992 0.088235000000000022 -1.0000000180025095e-35 -0.39185999999999993 0.094030000000000016 0.094220000000000012 0.092390000000000014 -0.081029999999999977 0.090310000000000015 0.059120000000000013 -0.079429999999999987 0.10667500000000002 0.096475000000000019 -0.074479999999999977 0.088090000000000016 1.0000000180025095e-35 -0.043469999999999995 -0.072119999999999976 0.11235000000000002 0.10797500000000002 0.10508500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 7 -6 -5 -10 11 -11 -12 14 15 18 -17 -18 -13 -16 21 22 -21 24 26 -26 -23 28 29 -28
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leaf_value=-2.3352067629079502e-07 3.5845960468350316e-06 -6.2124694238718806e-06 -4.0413309366726934e-06 -1.5113287337739808e-06 1.2825797170989974e-08 5.705852371193032e-06 9.8531267448615153e-07 -4.642175653039569e-06 3.6056272964894264e-06 3.3399921985240627e-06 6.2447625705175368e-07 2.0247000344815942e-08 -4.2536202812470952e-06 -1.3891145408706507e-06 -2.8916880337832978e-06 -1.120386490410532e-05 -5.741223785662442e-06 3.4138487210709304e-06 3.3013999244404762e-06 5.8142461884100076e-06 4.1384478994359605e-06 -9.0644355741219307e-07 -1.8778952551201657e-06 -3.8157899768975763e-06 2.8183638509441761e-06 -5.3635393924564967e-06 4.8133642721541546e-07 5.275401987319129e-06 -1.8160179107102e-07 4.7208710979941232e-06
leaf_weight=196 24 24 20 34 20 25 27 23 30 30 20 1835 20 35 22 21 20 21 36 33 25 99 24 20 30 37 89 20 219 42
leaf_count=196 24 24 20 34 20 25 27 23 30 30 20 1835 20 35 22 21 20 21 36 33 25 99 24 20 30 37 89 20 219 42
internal_value=0 4.35736e-08 -5.86096e-07 1.40753e-08 -7.2574e-07 6.60381e-07 -1.14157e-06 -2.47706e-06 4.59501e-08 6.5359e-08 2.59935e-08 5.3692e-08 -1.81457e-06 1.61771e-08 3.51456e-08 -6.3327e-08 -4.49056e-06 -1.05204e-06 8.33798e-08 3.23551e-07 4.34421e-07 2.8336e-07 2.57545e-06 4.83795e-08 1.92565e-07 -1.7e-06 4.62931e-07 8.29332e-07 5.75271e-07 1.84058e-06
internal_weight=0 2905 216 2881 119 95 70 43 2762 2728 2698 2658 40 2628 2593 1933 62 41 1871 660 638 613 57 556 536 67 469 370 350 131
internal_count=3121 2905 216 2881 119 95 70 43 2762 2728 2698 2658 40 2628 2593 1933 62 41 1871 660 638 613 57 556 536 67 469 370 350 131
is_linear=0
shrinkage=0.1


Tree=6979
num_leaves=31
num_cat=0
split_feature=156 472 1429 474 96 9 4 1 121 9 10 2 3 4 10 4 151 2 2 457 3 2 3 4 130 2 131 1456 133 16
split_gain=7.47027e-09 1.23364e-08 9.94437e-09 9.36184e-09 7.28313e-09 7.85511e-09 1.27512e-07 1.50206e-08 2.73145e-08 1.00571e-08 2.57919e-08 1.67342e-08 1.39714e-08 9.27347e-09 1.51086e-07 7.07593e-08 2.84818e-08 2.92547e-08 7.34385e-08 5.09709e-08 4.66847e-08 4.12579e-08 3.44388e-08 6.85585e-08 3.09622e-08 3.04805e-08 2.91927e-08 2.33793e-08 2.2713e-08 2.28547e-08
threshold=0.3248100000000001 -0.097514999999999977 0.12387000000000002 -0.14697499999999997 0.086110000000000006 -0.013509999999999999 0.053180000000000012 0.16540500000000002 -0.094339999999999993 0.092410000000000006 0.053330000000000009 -0.090999999999999984 -0.014944999999999998 0.053180000000000012 -0.011239999999999998 0.055260000000000011 0.092070000000000013 0.10402500000000002 0.10644500000000001 0.094310000000000019 0.0022600000000000003 0.10981000000000002 -0.094874999999999987 0.40945500000000007 0.096625000000000003 0.11682500000000001 0.089325000000000015 -0.081594999999999987 -0.14816999999999997 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 -7 10 11 -10 -11 14 -13 -15 17 20 -19 21 27 -20 23 -23 25 -24 -27 -17 -29 -30
right_child=-2 2 -4 4 -6 7 -8 -9 9 12 -12 13 -14 15 -16 16 -18 18 19 -21 -22 22 24 -25 -26 26 -28 28 29 -31
leaf_value=2.488892499741269e-06 -1.7955490887822597e-06 1.6385919171365721e-06 -2.1212089321083613e-06 5.5529335186136072e-06 -1.2690220612259712e-06 -3.3873645255274219e-06 -4.6788524308621642e-06 2.6563516073673827e-06 2.5797389562285391e-06 -3.2830524103415144e-08 -3.2881148579614696e-06 -7.6906531306191878e-06 3.4543323164371038e-06 6.0352057614311765e-06 -2.2291498667313663e-08 -2.4148251265449459e-06 -3.3233443307677669e-06 -5.8893095927911336e-06 -3.9698911214819179e-06 4.9723855613592602e-06 5.1737355184181636e-06 6.683240757287091e-06 2.4454145550347867e-06 -3.3136434856379838e-07 -4.2210086462546318e-06 -1.369724605114407e-06 2.3812635063222845e-06 -1.9890882131654679e-06 6.8083086946615523e-07 3.5148737812805188e-06
leaf_weight=20 23 35 22 29 45 24 21 21 25 27 24 26 20 21 2178 22 23 22 27 20 26 22 38 38 20 122 25 21 93 41
leaf_count=20 23 35 22 29 45 24 21 21 25 27 24 26 20 21 2178 22 23 22 27 20 26 22 38 38 20 122 25 21 93 41
internal_value=0 1.33339e-08 -2.75157e-09 1.24991e-08 -6.3401e-09 1.27529e-08 1.25558e-06 -8.48483e-09 -2.77487e-08 2.38371e-10 -2.38227e-08 4.0574e-09 1.45107e-06 -1.90636e-08 -1.12753e-07 3.36344e-07 1.22636e-07 2.7023e-07 -3.05191e-07 8.85605e-08 1.21698e-06 -2.45948e-07 1.33473e-07 2.24066e-06 -4.83265e-07 -7.91841e-08 -7.31801e-07 6.35763e-07 1.06875e-06 1.54796e-06
internal_weight=0 3098 3078 3056 3021 2976 50 2926 2905 2881 2834 2810 47 2785 2204 581 560 537 334 312 203 292 265 60 205 185 147 177 155 134
internal_count=3121 3098 3078 3056 3021 2976 50 2926 2905 2881 2834 2810 47 2785 2204 581 560 537 334 312 203 292 265 60 205 185 147 177 155 134
is_linear=0
shrinkage=0.1


Tree=6980
num_leaves=31
num_cat=0
split_feature=31 97 34 9 9 1 120 1 9 10 2 44 1429 156 11 52 475 1 1 1 1 1447 160 480 3 50 15 4 484 1
split_gain=7.50879e-09 1.65825e-08 9.88947e-09 1.56253e-08 1.22357e-08 1.16098e-08 2.34505e-08 1.80362e-08 1.13109e-08 1.84036e-08 3.08402e-08 8.49778e-09 9.88513e-09 1.92947e-08 1.23322e-08 4.22452e-08 2.39644e-08 1.17486e-08 1.55867e-07 1.50942e-07 9.12935e-08 3.15827e-08 2.40658e-08 2.21403e-08 6.1025e-08 2.4764e-08 2.11566e-08 4.23265e-08 6.51253e-08 7.77658e-08
threshold=-0.082169999999999979 -0.086244999999999988 -0.097449999999999981 -0.092939999999999981 -0.013509999999999999 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 0.092890000000000014 0.053330000000000009 -0.080614999999999978 0.084760000000000016 -0.23752499999999996 0.32523500000000005 0.095720000000000013 -0.088614999999999985 0.093020000000000005 0.092845000000000025 0.092235000000000025 0.093700000000000019 0.091615000000000016 0.059120000000000013 -0.43215499999999996 0.10344000000000002 -0.075634999999999994 0.13276000000000002 -0.015039999999999998 -0.076229999999999978 -0.017214999999999998 0.10723500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 7 8 9 10 -6 12 -12 14 16 -16 17 18 20 -19 21 23 -21 25 -25 -14 -24 -28 -29 -30
right_child=2 -3 3 4 5 -7 -8 -9 -10 -11 11 -13 13 -15 15 -17 -18 19 -20 22 -22 -23 26 24 -26 -27 27 28 29 -31
leaf_value=1.0919772910256143e-06 2.132953661450963e-06 -2.5571711017674359e-06 -2.7132109131517136e-06 2.3216916333793685e-06 3.428203672228847e-06 2.3494169551798095e-06 -2.4461601906995596e-06 2.8747087677578005e-06 1.7622649578028258e-06 -3.044222118688822e-06 -2.2656239093521435e-06 1.5637432021480202e-06 -8.9032919062822456e-09 3.0603796585637615e-06 -5.1119470731464394e-06 1.1109733047002616e-06 3.1842285352468027e-06 -7.3537700876613593e-06 8.2473113845639016e-06 3.0114427052770529e-06 -6.5906847599502987e-06 3.0148300083965299e-06 1.8683185503340864e-07 9.9914168301971787e-07 -5.898375134110082e-06 2.7143374850043876e-06 4.5116144500501292e-07 2.6129212847081366e-06 -6.4618686308123231e-06 -2.0691746093299504e-07
leaf_weight=20 22 33 21 23 26 21 39 22 36 20 20 33 1869 20 20 24 23 30 23 24 21 35 415 29 23 34 94 20 46 35
leaf_count=20 22 33 21 23 26 21 39 22 36 20 20 33 1869 20 20 24 23 30 23 24 21 35 415 29 23 34 94 20 46 35
internal_value=0 -1.18013e-06 2.03771e-08 5.11888e-09 2.39899e-08 6.38595e-09 -1.01198e-08 2.2173e-08 6.81341e-10 -2.13079e-08 -1.98177e-10 -3.16071e-08 -5.03759e-08 -3.44675e-08 -5.68534e-08 -1.71763e-06 -2.99978e-08 -5.73985e-08 6.18302e-08 -4.22626e-07 -3.1788e-08 3.74265e-08 -9.4654e-08 -1.58774e-08 -2.05168e-06 3.97516e-08 -2.16861e-07 -1.076e-06 -2.49732e-06 -3.75911e-06
internal_weight=0 53 3068 3046 3025 3002 2981 2942 2920 2884 2864 2838 2805 2785 2765 44 2721 2698 2034 664 2011 1990 634 1955 52 1903 610 195 101 81
internal_count=3121 53 3068 3046 3025 3002 2981 2942 2920 2884 2864 2838 2805 2785 2765 44 2721 2698 2034 664 2011 1990 634 1955 52 1903 610 195 101 81
is_linear=0
shrinkage=0.1


Tree=6981
num_leaves=31
num_cat=0
split_feature=156 472 1208 1208 1429 1429 154 50 50 12 2 97 9 34 150 376 1 2 0 12 45 47 47 47 148 447 2 2 3 2
split_gain=8.04963e-09 1.05911e-08 7.843e-09 2.51695e-08 7.36434e-09 9.26364e-09 1.20786e-08 1.08944e-08 5.42205e-08 3.64128e-08 3.58519e-08 1.10827e-08 1.84631e-08 1.58702e-08 1.2814e-08 9.55391e-09 1.06906e-08 1.04399e-08 5.79359e-08 4.18042e-08 9.81887e-09 1.33367e-08 6.02624e-08 3.62997e-08 1.22438e-08 1.28021e-08 1.20145e-08 9.07878e-08 1.01212e-07 5.9719e-08
threshold=0.3248100000000001 -0.097514999999999977 0.11846000000000001 0.10683000000000002 0.12387000000000002 0.11475 0.085530000000000009 -1.0000000180025095e-35 -0.23848499999999997 0.090695000000000012 0.11474000000000002 -0.086464999999999986 -0.092544999999999975 -0.083494999999999986 0.084555000000000019 -0.18919999999999998 0.15964000000000003 -0.080614999999999978 -0.080119999999999983 -0.010834999999999999 0.094030000000000016 0.092165000000000011 0.096475000000000019 0.088915000000000008 -0.10069499999999999 0.093530000000000016 0.096325000000000008 0.095195000000000016 -0.076514999999999986 0.097385000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 -3 -11 -9 -13 14 -14 -15 17 18 -17 -20 21 23 -23 24 -19 26 27 -26 -29 -28
right_child=-2 2 -4 -5 -6 -7 -8 11 -10 10 -12 12 13 15 -16 16 -18 20 19 -21 -22 22 -24 -25 25 -27 29 28 -30 -31
leaf_value=2.3075960893947921e-06 -1.8638825988249587e-06 3.238195801294261e-06 1.7283979174792947e-06 -3.311371971864466e-06 -1.8137196403503449e-06 2.1675558539868688e-06 2.4574544243449741e-06 -2.260263482596548e-06 -5.5540106500085957e-06 5.1163552067616067e-07 -4.6959323958617469e-06 2.9996353034567577e-06 -2.858118488588576e-06 -2.0678749684694121e-06 2.8364905856072993e-07 5.5145014440230715e-06 2.1745227243741285e-06 2.0784545161707985e-06 2.442797307367073e-06 -3.4099205799101098e-06 -1.691566042912503e-06 -4.6293847431529279e-06 -5.2089656841859874e-08 3.3626085904442711e-06 3.792556563214339e-08 -2.4126557253198591e-06 3.9807017267114793e-06 2.4265088086394828e-07 -9.8177753443451369e-06 1.7321588325881961e-07
leaf_weight=20 23 26 26 23 22 20 20 21 21 39 20 21 34 21 21 22 24 30 23 26 33 33 224 34 1543 21 44 20 20 646
leaf_count=20 23 26 26 23 22 20 20 21 21 39 20 21 34 21 21 22 24 30 23 26 33 33 224 34 1543 21 44 20 20 646
internal_value=0 1.38345e-08 -1.06976e-09 -1.58031e-08 9.22103e-09 2.25581e-08 8.19592e-09 -8.31408e-09 -1.00383e-06 1.20332e-07 -1.25364e-06 2.85698e-08 4.54942e-08 2.34875e-08 -1.65853e-06 5.69576e-08 7.3225e-08 5.46773e-08 1.25134e-06 -6.62726e-07 2.25914e-08 4.42232e-08 -6.39836e-07 1.18779e-07 7.13222e-08 4.50738e-08 6.77805e-08 -8.40072e-08 -4.78756e-06 4.16012e-07
internal_weight=0 3098 3078 3052 3029 3007 2987 2967 106 85 59 2861 2840 2819 55 2764 2743 2719 71 49 2648 2615 257 2358 2324 2294 2273 1583 40 690
internal_count=3121 3098 3078 3052 3029 3007 2987 2967 106 85 59 2861 2840 2819 55 2764 2743 2719 71 49 2648 2615 257 2358 2324 2294 2273 1583 40 690
is_linear=0
shrinkage=0.1


Tree=6982
num_leaves=31
num_cat=0
split_feature=1429 474 157 475 1456 4 1429 16 155 155 1425 471 47 2 47 132 1186 1185 0 15 1446 1447 10 40 12 52 52 4 12 42
split_gain=8.61105e-09 1.93669e-08 1.53124e-08 1.46102e-08 1.36473e-08 2.49983e-08 1.6604e-08 9.99384e-09 2.78069e-08 1.73722e-08 1.43246e-08 1.15323e-08 1.04717e-08 6.33165e-08 3.1457e-08 1.18737e-08 2.21095e-07 1.25059e-07 2.03514e-08 3.25212e-08 1.10295e-08 1.23609e-08 1.07375e-08 1.8339e-08 2.42947e-08 1.26051e-08 6.81066e-08 4.10522e-08 5.56932e-08 2.3269e-08
threshold=0.12521000000000002 -0.26322499999999993 0.23903500000000003 -0.10664 0.11510000000000002 0.022185000000000003 0.11023000000000001 0.63636000000000015 0.13293000000000002 0.11562500000000002 0.082985000000000017 0.093985000000000013 0.092165000000000011 -1.0000000180025095e-35 0.088915000000000008 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 -0.073309999999999986 0.086885000000000004 -0.073109999999999994 0.059120000000000013 -0.38124499999999995 -0.24134999999999998 0.13597000000000004 0.10347000000000002 0.096795000000000006 -0.084134999999999988 0.084100000000000022 0.096450000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 8 9 10 11 12 14 -14 15 16 18 -17 19 -5 -19 22 -22 -24 25 26 -25 28 -27 -29
right_child=-2 2 -4 4 5 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 17 -18 20 -20 -21 21 -23 23 24 -26 27 -28 29 -30 -31
leaf_value=-2.5418041112364638e-06 2.0683240592234141e-06 -2.1706574539019778e-06 2.2595353061660719e-06 -1.4384876325860815e-07 4.1275434217492486e-06 -7.5733619326001649e-07 -2.8854920185494849e-06 -1.5845795097208957e-06 3.5686393733736957e-06 -2.9370749014390186e-06 2.2316356127452437e-06 2.390613502711858e-06 -6.0134297496006193e-06 -1.8938173930140222e-07 3.2131968157867255e-06 -7.926848293209333e-06 1.0437305803905129e-05 2.2435179082756143e-06 2.2194012032628052e-06 -3.9118436009842084e-06 1.6654114612416987e-06 -2.0227513656815668e-06 -3.0228329080728148e-06 -4.428621334195787e-08 2.8941937012734405e-06 9.2352427845281249e-08 -4.3250938987464334e-06 5.5723436302303397e-07 6.9286942293315825e-06 -1.3233873081458644e-06
leaf_weight=30 20 31 30 109 22 20 20 39 22 20 29 20 20 280 31 20 21 22 24 29 39 30 20 1692 29 26 38 280 22 86
leaf_count=30 20 31 30 109 22 20 20 39 22 20 29 20 20 280 31 20 21 22 24 29 39 30 20 1692 29 26 38 280 22 86
internal_value=0 -1.33328e-08 1.13674e-08 -1.08112e-08 1.14331e-08 1.80141e-06 -1.38968e-08 5.58486e-09 2.69037e-08 -8.5661e-11 2.04026e-08 -2.19283e-09 -1.91751e-08 -5.77652e-07 4.7363e-08 7.90144e-09 7.83203e-07 -5.36785e-08 -4.68255e-07 -9.35674e-07 1.52635e-08 -6.40832e-09 2.06931e-08 -8.55638e-09 1.91866e-08 -1.97011e-08 -1.38316e-07 4.75958e-07 3.22568e-06 1.1534e-07
internal_weight=0 3101 3071 3041 3010 42 2968 2948 2909 2887 2867 2838 2818 300 2518 2487 183 2304 162 138 2284 2262 2232 2193 2173 2144 1730 414 48 366
internal_count=3121 3101 3071 3041 3010 42 2968 2948 2909 2887 2867 2838 2818 300 2518 2487 183 2304 162 138 2284 2262 2232 2193 2173 2144 1730 414 48 366
is_linear=0
shrinkage=0.1


Tree=6983
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 402 133 43 402 401 393 2 132 52 132 403 401 1212 402 401 128 4 1185 129 43 13 129 129 3 129 43
split_gain=7.84608e-09 4.17241e-08 1.56922e-08 1.77101e-08 8.13448e-09 2.92338e-08 4.38473e-08 1.50665e-08 4.53403e-08 8.0352e-09 8.46036e-09 2.65315e-08 1.67547e-08 1.07461e-08 1.01228e-08 7.78073e-09 1.45345e-08 1.30306e-08 1.14151e-08 9.67068e-09 3.97643e-08 2.62094e-08 1.17825e-08 2.02184e-08 6.97316e-08 1.47617e-08 1.05797e-08 3.27823e-08 3.02443e-08 1.96683e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.45454999999999995 0.51314000000000015 0.05259500000000001 -0.26712499999999995 -0.06959499999999999 0.10159000000000001 0.089125000000000024 -0.41094499999999995 0.08709500000000002 -0.1075 -0.082384999999999986 0.13729500000000003 0.14862 0.13628000000000004 0.11857000000000002 0.10773500000000001 -0.079329999999999984 0.091055000000000011 0.093925000000000008 -0.084359999999999991 -0.0034749999999999994 0.090180000000000024 0.085395000000000013 -0.094874999999999987 0.080675000000000011 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 9 5 -3 -7 8 -6 10 12 -12 13 -1 -15 16 17 18 19 21 -21 22 25 -24 -25 26 28 -28 -9 -29
right_child=1 4 -4 -5 7 6 -8 15 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=1.5593333555443678e-06 4.485127196641683e-06 4.004153072493775e-06 -3.1740405228490657e-06 -2.7917779616473128e-06 1.2994313423901491e-06 2.216336635432652e-06 -3.7836156956299896e-06 1.894666147953937e-09 -5.1967108599152803e-06 1.6060045806755497e-06 3.2510817571089016e-06 -1.0180452382219546e-06 -3.2597818946297511e-06 5.0724724815154326e-07 -2.6743906731496738e-06 1.9308025782395689e-06 -2.622143067096009e-06 1.9358709515212727e-06 -2.3863182332206634e-06 4.4323626594711598e-06 -1.2757672843340866e-06 -3.3752200599100555e-06 -7.5227744803539414e-07 -4.2179590309388004e-07 6.8671572383512588e-06 -2.0645014530730676e-06 4.1068430391533182e-06 -2.7318954744259825e-06 -3.9031246697618379e-06 1.649887230536522e-06
leaf_weight=25 21 23 21 25 22 29 21 2381 21 28 24 37 22 20 20 21 21 35 20 23 26 23 35 35 21 35 25 20 20 21
leaf_count=25 21 23 21 25 22 29 21 2381 21 28 24 37 22 20 20 21 21 35 20 23 26 23 35 35 21 35 25 20 20 21
internal_value=0 4.38781e-08 -5.72962e-07 -3.01208e-07 1.14715e-08 1.05361e-06 -3.03643e-07 -1.56501e-08 -1.8731e-06 5.25664e-08 -2.41327e-07 6.61611e-07 -8.74422e-07 -6.70698e-08 -1.08357e-06 1.32676e-08 -1.42352e-09 1.881e-08 -6.17964e-09 1.16826e-08 1.40356e-06 -1.43885e-08 1.54222e-08 1.13316e-06 2.31156e-06 -2.5231e-08 3.70065e-09 1.25274e-06 -3.06336e-08 -4.87568e-07
internal_weight=0 2899 222 201 2878 73 50 2805 43 176 148 61 87 65 40 2762 2741 2720 2685 2665 49 2616 2593 91 56 2502 2467 66 2401 41
internal_count=3121 2899 222 201 2878 73 50 2805 43 176 148 61 87 65 40 2762 2741 2720 2685 2665 49 2616 2593 91 56 2502 2467 66 2401 41
is_linear=0
shrinkage=0.1


Tree=6984
num_leaves=31
num_cat=0
split_feature=1373 150 1374 150 1348 142 447 1 447 484 49 1371 484 1375 16 123 484 483 159 42 52 1366 1 10 34 14 12 9 13 4
split_gain=7.16956e-09 1.8955e-08 2.55072e-08 9.88482e-09 1.73086e-08 1.04302e-08 9.8832e-09 1.72776e-08 1.07432e-08 9.87172e-09 1.45647e-07 6.21209e-08 3.06719e-08 3.20016e-08 2.6362e-08 2.50249e-08 2.03822e-08 1.9435e-08 3.71144e-08 3.52095e-08 3.21192e-08 1.79227e-08 1.36126e-08 2.57368e-08 2.90893e-08 2.52435e-08 2.1306e-08 2.09352e-08 1.95639e-08 1.6899e-08
threshold=-1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.12416000000000001 -0.047944999999999995 -1.0000000180025095e-35 0.089595000000000022 0.10684 0.086195000000000008 0.091180000000000011 0.11236 0.083235000000000017 0.08764000000000001 -0.085004999999999983 0.26435500000000006 0.11679000000000002 0.086430000000000021 0.098395000000000024 0.11084000000000001 0.087075000000000014 0.12354000000000001 -0.082814999999999986 0.13820500000000002 0.0036750000000000007 -0.05547499999999999 -0.073394999999999974 1.0000000180025095e-35 0.088235000000000022 -0.07965499999999999 0.51164000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 8 -8 9 11 14 12 13 -7 17 16 21 18 19 20 -11 -15 23 27 -25 -24 28 29 -27 -23
right_child=1 -3 3 -5 5 6 7 -9 -10 10 -12 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 22 25 24 -26 26 -28 -29 -30 -31
leaf_value=-1.653644528687437e-06 -3.4003290403978266e-06 2.8739775109937436e-06 -2.9339278103179824e-06 1.738288539448177e-06 -2.1516857672891506e-06 3.2571819951220777e-06 3.3586931787491872e-06 -3.9764275334164268e-07 -2.0135348686031088e-06 -4.1196548105896602e-06 8.3843068451146379e-06 -5.0873688413351681e-06 -2.8361459118133173e-06 2.482256416312469e-06 -3.562372095681591e-06 3.0537505722350035e-06 2.8940306189421489e-06 2.1479270542794183e-06 -4.035156043829849e-06 3.1529936620700028e-06 6.0022469211696221e-07 2.1173962825107067e-09 1.3204292699242615e-06 5.1949663020423035e-06 1.2221431426531548e-07 -5.366622241126607e-06 2.6166568283730636e-07 -2.9389164992608131e-06 -1.2778281903148458e-06 -2.2768412068527061e-06
leaf_weight=26 22 23 20 33 22 31 24 25 26 21 22 24 37 28 21 27 24 39 23 32 46 2323 28 20 26 25 23 25 22 33
leaf_count=26 22 23 20 33 22 31 24 25 26 21 22 24 37 28 21 27 24 39 23 32 46 2323 28 20 26 25 23 25 22 33
internal_value=0 1.38952e-08 -7.51815e-09 1.69546e-08 -1.8734e-09 1.76932e-08 3.37357e-08 1.4422e-06 1.0149e-08 2.82924e-08 6.99014e-07 -2.24595e-08 2.30337e-08 6.31815e-08 -2.29977e-07 2.51577e-08 -6.57377e-09 2.04683e-07 -4.16518e-07 4.24176e-07 -8.79141e-07 -3.38415e-08 -6.17428e-08 -1.50857e-08 2.32776e-06 -1.21722e-06 -2.23228e-06 -6.03486e-08 -3.45272e-06 -2.98035e-08
internal_weight=0 3095 3072 3050 3017 2997 2975 49 2926 2900 204 2696 2672 2635 182 2604 2577 161 122 99 67 2553 2525 2427 46 98 70 2381 47 2356
internal_count=3121 3095 3072 3050 3017 2997 2975 49 2926 2900 204 2696 2672 2635 182 2604 2577 161 122 99 67 2553 2525 2427 46 98 70 2381 47 2356
is_linear=0
shrinkage=0.1


Tree=6985
num_leaves=31
num_cat=0
split_feature=1208 1208 156 475 12 43 0 15 142 11 34 13 1 2 15 13 131 400 128 4 132 15 394 1 12 129 13 130 1182 403
split_gain=6.71707e-09 2.08312e-08 6.65288e-09 9.22128e-09 7.57953e-09 3.98189e-08 2.66595e-08 3.3064e-08 2.53153e-08 2.08902e-08 1.30953e-08 2.53306e-08 8.74224e-09 1.21309e-08 1.17945e-08 2.07558e-08 1.16775e-08 1.46221e-08 1.11609e-08 2.27537e-08 1.63394e-08 2.84457e-07 1.16077e-07 2.78959e-08 1.67567e-08 1.08101e-08 1.79434e-08 1.56558e-08 1.43683e-08 1.20331e-08
threshold=0.11846000000000001 0.10683000000000002 0.3248100000000001 0.13528000000000004 0.12757000000000002 -0.23714499999999997 -0.068604999999999985 0.123935 -0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 0.15799000000000005 0.14122000000000004 -0.040804999999999994 -0.07692499999999998 0.13767000000000004 -0.14175499999999996 0.10979500000000002 -0.079329999999999984 -0.083284999999999984 0.091650000000000023 0.11233000000000001 0.088975000000000012 0.11650500000000001 0.10311000000000002 -0.0087749999999999981 0.10737500000000001 0.086460000000000009 0.62487500000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 -7 -8 -1 -10 11 -11 13 16 15 -15 17 -12 20 -20 21 23 24 -19 25 27 -27 28 29 -22
right_child=-2 -3 -4 -5 5 6 7 -9 9 10 12 -13 -14 14 -16 -17 -18 18 19 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.3399189701215263e-06 1.6006171510805592e-06 -3.0117347033291999e-06 -1.6853673657905071e-06 2.1100490942314667e-06 2.4281668717006916e-06 5.5581487448880979e-07 -6.3713277287743864e-06 -8.2390823167987127e-07 -3.0606106212809958e-06 9.305183332551018e-07 2.1811481225597618e-06 -3.6406539044896318e-06 -1.8399584133040509e-06 4.5446967281545116e-07 -5.9989990775109085e-07 3.9693832734753543e-06 -2.2570313381658543e-06 7.8448168006062257e-08 1.1303074938950885e-06 -3.2540906368953513e-06 2.4612972390028025e-08 1.2209223344825661e-05 -7.594217073290111e-06 -3.7763308238357817e-06 2.4447785659143347e-06 -7.165749738388431e-07 3.0433707570409753e-06 -2.5460617697111352e-06 -2.4658505654058348e-06 2.4882085995159287e-06
leaf_weight=23 26 23 23 21 26 23 22 21 22 22 32 27 24 42 27 28 22 128 20 29 2280 20 20 22 29 22 30 24 23 20
leaf_count=23 26 23 23 21 26 23 22 21 22 22 32 27 24 42 27 28 22 128 20 29 2280 20 20 22 29 22 30 24 23 20
internal_value=0 -1.34431e-08 9.00505e-09 2.17865e-08 7.30381e-09 -8.8647e-07 -2.19224e-06 -3.66212e-06 3.53103e-08 9.21834e-09 3.25792e-08 -1.58829e-06 6.05252e-08 7.6711e-08 1.1756e-06 1.86044e-06 3.75371e-08 5.62405e-08 3.07448e-08 -1.46454e-06 5.87315e-08 1.00674e-06 -7.10277e-09 -4.86919e-07 5.53941e-08 2.65103e-08 1.45262e-06 -5.08662e-09 2.11654e-08 4.60355e-08
internal_weight=0 3095 3072 3049 3028 92 66 43 2936 2913 2891 49 2842 2818 97 70 2721 2699 2667 49 2618 170 2448 150 2428 2399 52 2347 2323 2300
internal_count=3121 3095 3072 3049 3028 92 66 43 2936 2913 2891 49 2842 2818 97 70 2721 2699 2667 49 2618 170 2448 150 2428 2399 52 2347 2323 2300
is_linear=0
shrinkage=0.1


Tree=6986
num_leaves=31
num_cat=0
split_feature=132 394 15 2 2 16 15 2 3 1213 160 4 15 3 2 1213 129 43 1204 403 402 1210 133 43 1184 403 1209 43 1210 2
split_gain=7.80154e-09 3.98911e-08 2.16233e-08 7.53936e-09 1.24859e-08 1.44082e-08 1.12143e-08 1.25197e-08 7.91849e-09 7.30801e-09 2.78433e-08 4.46263e-08 9.54782e-08 3.95386e-08 4.06666e-08 9.71526e-09 1.22686e-08 9.87706e-09 9.76839e-09 1.10377e-08 1.13717e-08 3.99053e-08 9.84331e-09 6.68446e-08 2.32896e-08 1.24768e-08 1.43108e-08 1.22369e-07 1.44916e-08 1.13497e-08
threshold=-0.083174999999999985 0.11233000000000001 0.091475000000000015 0.10467500000000002 0.090675000000000019 -0.090764999999999985 0.084370000000000014 0.085485000000000019 -0.088784999999999989 0.093235000000000026 -0.016279999999999996 -0.081114999999999979 0.086195000000000008 -0.080564999999999984 0.091895000000000018 0.052820000000000013 -0.082304999999999975 -0.015774999999999994 -0.081664999999999988 -0.55276999999999987 0.23460000000000003 -0.13847499999999999 -0.14757499999999998 -0.0090299999999999981 0.088760000000000019 0.62200000000000011 -0.067109999999999989 -0.0047449999999999992 -0.08126499999999999 0.091185000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 5 -1 8 -8 -7 15 -11 12 -12 -13 -15 16 -2 -17 -18 -20 21 -21 23 -23 25 26 27 -24 -28 -25
right_child=1 -3 -4 -5 -6 6 7 -9 -10 10 11 13 -14 14 -16 17 18 -19 19 20 -22 22 24 29 -26 -27 28 -29 -30 -31
leaf_value=1.8825454256737682e-06 2.2553364544227369e-06 4.4943697230337425e-06 -3.0680746044708941e-06 1.1232367831502819e-06 -2.4827174889616381e-06 -2.0100308347537067e-07 1.6032992931513947e-06 -1.5860958433222552e-06 -2.7874599003678607e-06 4.0746183136282831e-06 2.0490824257732048e-06 4.391649236670977e-06 -7.4975564993451378e-06 -3.3907251675331779e-06 2.5043095729415655e-06 -3.1024141901525584e-06 1.576000220749943e-06 -3.5691714506475891e-07 -1.9790006341469869e-06 4.2419941440708833e-06 -2.3924645483930361e-06 -6.0533555651567265e-06 -2.7045382690208238e-06 8.1670885653893857e-07 3.4125332877010804e-06 -2.5013906304138802e-06 -2.33256256268322e-06 7.2616927189466715e-06 -2.1395926293394342e-09 -1.0594870921413043e-06
leaf_weight=29 24 20 30 36 26 20 32 20 29 21 22 30 20 22 25 20 38 38 29 22 20 21 28 76 20 20 27 22 2278 56
leaf_count=29 24 20 30 36 26 20 32 20 29 21 22 30 20 22 25 20 38 38 29 22 20 21 28 76 20 20 27 22 2278 56
internal_value=0 4.37567e-08 -5.7133e-07 -1.81214e-07 -4.82241e-07 -8.21455e-08 -6.46265e-07 3.76609e-07 -1.73176e-06 1.2839e-08 7.1755e-07 1.25126e-07 -2.49694e-06 1.55534e-06 -2.55068e-07 -2.31813e-08 4.51981e-09 -1.30364e-06 -1.58112e-08 -3.89074e-08 -1.71843e-08 1.30033e-09 -3.53148e-08 -8.12953e-07 1.43632e-08 -1.4253e-08 6.86921e-09 1.6806e-06 -2.94374e-08 2.07469e-08
internal_weight=0 2899 222 192 156 130 101 52 49 2879 140 119 42 77 47 2739 2681 58 2657 2619 2590 2570 2548 153 2395 2375 2355 50 2305 132
internal_count=3121 2899 222 192 156 130 101 52 49 2879 140 119 42 77 47 2739 2681 58 2657 2619 2590 2570 2548 153 2395 2375 2355 50 2305 132
is_linear=0
shrinkage=0.1


Tree=6987
num_leaves=31
num_cat=0
split_feature=129 132 50 1185 1203 128 43 1185 394 390 393 394 16 47 10 33 47 47 1 15 1 1 0 15 148 447 3 2 16 156
split_gain=7.49477e-09 7.35536e-09 1.98692e-07 1.07367e-07 2.07606e-08 1.14268e-08 3.58879e-08 2.16494e-08 9.99055e-09 2.98514e-08 1.14948e-08 8.93835e-09 1.72305e-08 8.15631e-09 8.86722e-08 7.88966e-08 2.10526e-08 1.53849e-08 1.05984e-08 2.49728e-08 1.47279e-08 4.68939e-08 3.17449e-08 2.21646e-08 1.40949e-08 2.28557e-08 1.613e-08 5.82832e-08 7.33556e-08 2.89924e-08
threshold=0.12076500000000001 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 0.10773500000000001 -0.043144999999999996 0.092170000000000016 -0.12099999999999998 0.090205000000000007 0.09389500000000002 -0.087044999999999997 -0.091114999999999988 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.097970000000000015 0.091210000000000013 0.16540500000000002 -0.56020999999999987 0.13756000000000004 0.13559000000000002 -0.09515499999999999 -0.42198999999999992 -0.10069499999999999 0.094580000000000011 0.11658 0.11215000000000001 -0.08595499999999999 0.3248100000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 7 -7 8 -5 10 11 12 -10 15 -15 -13 -16 18 19 -17 21 24 -22 -24 -21 26 29 -28 -29 -26
right_child=-2 3 -4 5 -6 6 -8 -9 9 -11 -12 13 -14 14 16 17 -18 -19 -20 20 22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-4.7450110977414234e-08 -1.8392102116525745e-06 -6.9882397424821242e-06 1.0069649537172154e-05 2.2499859346680753e-06 -3.4484221578168219e-06 -9.720985144667792e-07 4.6354559561309765e-06 -3.1998550615039024e-06 3.400591992885893e-06 -3.7490448795281173e-06 2.0159777759858869e-06 -5.3447529564566923e-06 -6.0403550064403958e-07 6.9192020066566331e-06 -2.814040302231054e-06 -3.1302908067888124e-06 2.9712862082784218e-07 2.7564815275127334e-06 2.2634320555425802e-06 2.2580494630717481e-06 4.0340684535067339e-06 -4.3681960087269549e-06 -2.6507395746410202e-06 1.5569277919777022e-06 -2.3976796057811836e-08 -3.1097964892978783e-06 4.720442611372278e-06 4.1840994913400205e-06 -3.4077750024152922e-06 -3.6736361321035562e-06
leaf_weight=175 22 22 20 20 20 25 21 21 22 21 29 28 21 20 24 26 232 20 20 27 28 25 21 31 2047 24 32 20 35 22
leaf_count=175 22 22 20 20 20 25 21 21 22 21 29 28 21 20 24 26 232 20 20 27 28 25 21 31 2047 24 32 20 35 22
internal_value=0 1.30586e-08 5.77306e-07 -2.90056e-08 -3.96268e-07 2.44896e-08 1.58787e-06 -1.04865e-09 2.29853e-08 6.93486e-09 3.55752e-08 1.44994e-08 1.44484e-06 -8.43306e-09 5.06453e-07 -6.74972e-08 5.45653e-09 -5.35967e-09 -2.8785e-08 -4.83933e-08 -1.37353e-08 -6.15184e-08 1.31941e-06 -1.42322e-07 -1.27341e-08 -4.08585e-08 -6.69595e-09 1.32717e-06 -6.47093e-07 -6.27842e-08
internal_weight=0 3099 215 2884 195 2862 46 2816 2795 2775 2754 2725 43 2682 276 2406 256 2378 2358 2338 2312 2232 80 52 2207 2180 2156 87 55 2069
internal_count=3121 3099 215 2884 195 2862 46 2816 2795 2775 2754 2725 43 2682 276 2406 256 2378 2358 2338 2312 2232 80 52 2207 2180 2156 87 55 2069
is_linear=0
shrinkage=0.1


Tree=6988
num_leaves=31
num_cat=0
split_feature=132 1185 15 402 16 1211 1210 401 1210 403 133 1210 15 3 4 3 1208 1209 403 132 16 132 106 10 9 9 47 9 47 1366
split_gain=7.6172e-09 4.89096e-08 1.74261e-08 7.33464e-09 2.3534e-08 2.36748e-08 1.15278e-08 8.64588e-09 8.70228e-09 8.12862e-08 1.21462e-07 5.85005e-08 4.97389e-08 5.65196e-08 7.71912e-08 5.25307e-08 3.14356e-08 1.75695e-08 1.43147e-08 8.53997e-09 1.1386e-08 1.00899e-08 1.03134e-08 8.54825e-09 2.87568e-08 1.71187e-08 1.68875e-08 1.34186e-07 1.22493e-07 1.28512e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.45454999999999995 -0.072359999999999994 0.11236000000000002 0.15724500000000002 -0.099524999999999988 -0.00046999999999999993 -0.0038999999999999994 -0.023589999999999996 -0.015189999999999997 0.089165000000000008 -0.082334999999999978 -0.082594999999999988 -0.092644999999999991 0.092250000000000013 0.10691500000000002 -0.52445499999999989 0.11328000000000001 -0.074319999999999983 0.10859000000000001 0.089100000000000026 0.0036750000000000007 0.092235000000000011 0.091600000000000015 0.094160000000000008 0.082870000000000013 0.09717000000000002 -0.082814999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 7 -5 9 10 -9 12 13 14 15 -12 -14 18 -10 21 -21 22 23 25 -25 26 27 29 -28 -20
right_child=1 3 -4 6 5 -7 -8 8 17 -11 11 -13 16 -15 -16 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-2.1432918060337871e-07 4.8517245193666206e-06 -1.1518883775352151e-06 -2.8059122441703723e-06 -1.5575820673672883e-06 4.7899387316812699e-06 9.5799471940457198e-08 -1.9047574852493199e-06 -6.7344543649596753e-06 2.1652733388085229e-06 4.7744971101592868e-06 -1.4847222782269196e-06 5.6728260720514562e-06 -3.6994308483108105e-07 5.5973459761086511e-06 -4.7793995690881278e-06 5.1838905251231534e-06 -5.3125595224462984e-06 -2.9105687314681529e-06 2.1852263649599575e-06 -3.098730957162843e-06 5.9801173165396907e-08 2.0335091922637123e-06 -2.0475991775583679e-06 2.8813773788454295e-06 -1.2367723617974965e-06 -2.8808257021799884e-06 8.066671649603883e-06 -7.70575930978932e-06 1.0609216991193207e-07 -5.2736581284501956e-08
leaf_weight=192 21 30 30 35 22 21 32 25 30 39 21 21 31 24 23 27 22 21 26 21 25 24 25 39 30 21 21 23 243 1956
leaf_count=192 21 30 30 35 22 21 32 25 30 39 21 21 31 24 23 27 22 21 26 21 25 24 25 39 30 21 21 23 243 1956
internal_value=0 4.32334e-08 -5.64543e-07 8.14717e-09 9.97723e-07 2.49745e-06 -1.76065e-08 4.17093e-09 2.41349e-08 6.0869e-07 -2.28766e-07 7.33614e-07 3.278e-08 1.40206e-06 -1.60608e-08 2.26637e-06 -2.4216e-06 -3.02369e-08 -5.88627e-09 -3.24286e-08 -1.38214e-06 -6.64509e-09 -2.71836e-08 -5.77178e-09 1.09088e-06 -3.88149e-08 -1.25116e-08 -1.11506e-07 7.3932e-07 -2.33788e-08
internal_weight=0 2899 222 2878 73 43 2805 2773 2738 233 194 169 148 95 71 48 53 2505 2484 2454 46 2408 2384 2359 69 2290 2269 2005 264 1982
internal_count=3121 2899 222 2878 73 43 2805 2773 2738 233 194 169 148 95 71 48 53 2505 2484 2454 46 2408 2384 2359 69 2290 2269 2005 264 1982
is_linear=0
shrinkage=0.1


Tree=6989
num_leaves=31
num_cat=0
split_feature=1208 1209 1208 1208 403 484 481 50 2 15 2 402 133 4 2 2 394 1210 16 16 403 12 1210 1210 132 400 403 132 394 1210
split_gain=7.36892e-09 2.05049e-08 1.32472e-08 2.04829e-08 7.85011e-09 6.42869e-08 1.53703e-07 8.06756e-08 2.89828e-08 4.67721e-08 4.22319e-08 4.02204e-08 4.28328e-08 1.29247e-07 3.69121e-08 4.06157e-08 2.94838e-08 2.82543e-08 3.35209e-08 3.29141e-08 2.19979e-08 1.6692e-08 1.40992e-08 1.28133e-08 1.30151e-08 2.67037e-07 2.20528e-07 6.09028e-08 1.46869e-08 1.1763e-08
threshold=0.11846000000000001 0.11743500000000001 0.10233500000000001 0.089655000000000012 -0.084339999999999984 -0.081614999999999979 -0.081614999999999979 0.090630000000000016 0.085235000000000019 0.085550000000000015 0.086000000000000007 -0.45454999999999995 0.26753000000000005 -0.07168999999999999 0.084145000000000011 0.083865000000000009 -0.0060099999999999989 -0.065674999999999983 -0.08595499999999999 -0.074319999999999983 -0.083444999999999991 0.085785000000000014 -0.089089999999999989 -0.064799999999999983 -0.083284999999999984 -0.080619999999999983 -0.074254999999999988 -0.1075 0.090335000000000013 -0.0097899999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 9 14 -10 -12 17 -14 15 21 -16 -13 -19 -20 -6 -8 -22 -24 26 -26 -25 -28 29 -27
right_child=-2 -3 -4 -5 20 6 7 -9 10 -11 11 12 13 -15 16 -17 -18 18 19 -21 22 -23 23 24 25 28 27 -29 -30 -31
leaf_value=-4.7297829358127354e-06 1.67647826506604e-06 -3.0561528712331148e-06 2.3002380539765001e-06 -3.2008214827783383e-06 -3.3584693028387849e-06 8.6427555802599628e-06 -2.521435370397285e-06 5.023062128373113e-06 4.4920266645931404e-06 -4.2621124153951181e-06 3.818155020477813e-06 3.6874467563544992e-06 -8.9840670885418403e-06 8.8751746274182447e-07 4.7738873945490931e-07 4.9522578083702866e-06 -4.6738648616155843e-06 2.5385800514553783e-06 -4.9767691007218682e-06 5.7008057074594749e-07 1.9088557380471046e-06 1.5641459685866722e-06 -1.9305613231305568e-06 8.84772137591686e-06 -1.159219192118144e-05 2.3425116740413833e-06 7.5785331682459656e-08 -5.7872936415812795e-06 2.4729551019693949e-06 -3.4964330073235283e-08
leaf_weight=23 26 22 25 20 20 23 20 32 24 39 24 24 21 36 20 21 25 26 20 23 37 20 36 28 20 21 91 22 24 2308
leaf_count=23 26 22 25 20 20 23 20 32 24 39 24 24 21 36 20 21 25 26 20 23 37 20 36 28 20 21 91 22 24 2308
internal_value=0 -1.40869e-08 7.69169e-09 -1.1112e-08 9.95609e-09 4.10629e-07 7.07687e-07 2.21003e-07 -2.27002e-07 -1.30117e-06 5.59636e-07 1.72369e-08 -5.9091e-07 -2.74938e-06 -2.11766e-07 1.39101e-06 -2.38442e-06 7.32024e-07 -2.95949e-07 -2.00985e-06 -5.47478e-08 -4.78645e-07 -2.92069e-08 -5.73278e-08 -3.05034e-08 -8.59662e-08 9.02923e-07 -1.0657e-06 1.18343e-08 -1.35272e-08
internal_weight=0 3095 3073 3048 3028 421 398 375 343 145 198 174 150 57 106 61 45 93 69 43 2607 40 2587 2550 2514 2373 141 113 2353 2329
internal_count=3121 3095 3073 3048 3028 421 398 375 343 145 198 174 150 57 106 61 45 93 69 43 2607 40 2587 2550 2514 2373 141 113 2353 2329
is_linear=0
shrinkage=0.1


Tree=6990
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 15 42 0 12 403 1429 1420 11 12 155 11 155 1453 160 160 151 150 2 16 133 3 159 1375 3 13 3
split_gain=7.48925e-09 4.01098e-08 1.25224e-08 1.3428e-08 9.64988e-09 1.05731e-08 9.87637e-09 1.0923e-08 1.31875e-08 6.85694e-09 1.81343e-08 1.26686e-08 3.28933e-08 9.04297e-08 3.21028e-08 2.67344e-08 1.0262e-08 1.08127e-08 5.04261e-08 2.79445e-08 3.46731e-08 4.1971e-08 5.13035e-08 2.64783e-08 2.79351e-08 3.44751e-08 2.42973e-08 2.31976e-08 2.91246e-08 3.57161e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.084510000000000016 -0.049004999999999993 -0.09515499999999999 0.11418000000000002 -0.020569999999999995 0.12521000000000002 -0.086589999999999986 0.088215000000000002 0.10149500000000002 0.12509500000000004 0.099410000000000012 0.13392000000000001 0.09648000000000001 0.081905000000000019 0.062030000000000009 0.057610000000000008 0.088380000000000014 0.10774000000000002 1.0000000180025095e-35 0.095000000000000015 -0.086274999999999977 0.084695000000000006 0.083830000000000002 -0.082879999999999995 -0.083364999999999981 -0.079724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 8 -8 10 -3 15 13 -13 -14 16 17 18 -12 20 21 23 -23 24 25 -19 27 -26 29 -29
right_child=1 9 -4 -5 5 -7 7 -9 -10 -11 11 12 14 -15 -16 -17 -18 19 -20 -21 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=9.0004891448140699e-07 4.3973549812411271e-06 -3.0024326679267691e-06 -2.668068350203612e-06 -2.682348628825691e-06 -3.1243475958668255e-07 2.6879742639115043e-06 -1.3453365787680988e-06 -2.751707311377826e-06 1.6648479252332685e-06 1.856264778439254e-06 2.3661364122718765e-08 -7.5203147467806871e-07 -3.6800196041786836e-06 7.7501496290014163e-06 1.3517954947417367e-06 -3.2770227371656804e-06 1.8791932751778875e-06 -5.7492961661864684e-06 4.9463482268731154e-06 -3.4392064450609419e-06 2.7742793302904294e-06 -7.1939359850148327e-06 -1.9597049975511088e-07 2.7256845026480233e-06 3.6472756294512824e-06 -5.961263671427308e-07 -3.1473122101033367e-06 -5.0351533164281313e-06 1.0242034880153116e-06 8.6956396899040551e-07
leaf_weight=38 21 20 25 21 23 24 43 26 22 20 2288 29 21 22 32 25 29 20 21 30 34 20 22 29 21 37 20 21 97 20
leaf_count=38 21 20 25 21 23 24 43 26 22 20 2288 29 21 22 32 25 29 20 21 30 34 20 22 29 21 37 20 21 97 20
internal_value=0 4.2871e-08 -5.59779e-07 -2.9223e-07 -7.04527e-09 1.21969e-06 -4.53995e-07 -1.01942e-06 -3.26505e-07 1.10974e-08 -1.81485e-09 1.93311e-08 1.10261e-06 2.91558e-06 -6.41943e-07 -2.18762e-08 8.16388e-09 -1.20823e-08 6.84324e-08 -5.13184e-07 -2.55762e-07 -5.91337e-07 -3.52834e-06 -1.25851e-07 -4.76251e-07 -2.40426e-06 1.37695e-07 5.50903e-07 7.97159e-08 -2.1548e-06
internal_weight=0 2899 222 197 176 47 129 91 65 2878 2858 2838 104 51 53 2734 2709 2680 2309 371 341 307 42 265 236 57 179 159 138 41
internal_count=3121 2899 222 197 176 47 129 91 65 2878 2858 2838 104 51 53 2734 2709 2680 2309 371 341 307 42 265 236 57 179 159 138 41
is_linear=0
shrinkage=0.1


Tree=6991
num_leaves=31
num_cat=0
split_feature=1204 133 132 399 1213 403 132 12 4 399 393 1 1185 2 1186 129 394 13 40 13 0 130 39 33 47 9 3 3 2 48
split_gain=6.42295e-09 8.07042e-09 7.55917e-09 1.64851e-08 9.74959e-09 1.32345e-08 1.48697e-08 2.73417e-08 1.36749e-08 1.23149e-08 8.76818e-09 2.31411e-08 9.66994e-09 2.58216e-08 1.14732e-08 4.19428e-08 1.1058e-08 8.56203e-09 7.06625e-08 4.05839e-08 3.09497e-08 2.20096e-08 1.20009e-08 2.82832e-08 1.36225e-08 7.27942e-08 2.12294e-07 6.30126e-08 2.32889e-07 4.22803e-08
threshold=0.053645000000000005 -0.54084999999999994 -0.083449999999999983 0.091580000000000009 -0.081109999999999988 -0.088999999999999982 -0.41127499999999995 0.090695000000000012 0.010840000000000001 0.088190000000000018 0.088255000000000014 0.088975000000000012 0.085905000000000009 0.083865000000000009 0.089315000000000019 -0.077709999999999987 -0.099329999999999988 0.24813000000000004 -0.24452499999999996 0.19762500000000002 -0.059114999999999994 -0.082549999999999985 -1.0000000180025095e-35 -0.012019999999999998 0.094160000000000008 0.088235000000000022 -0.13309499999999996 -0.0049599999999999991 0.10402500000000002 0.13400000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 10 -3 -6 8 9 -7 -8 12 -12 14 -14 15 -4 -17 18 -18 21 -19 -20 -23 -24 25 -25 -27 -26 -29 -30
right_child=-2 2 3 -5 5 6 7 -9 -10 -11 11 -13 13 -15 -16 16 17 20 19 -21 -22 22 23 24 27 26 -28 28 29 -31
leaf_value=1.591245620052324e-06 1.4561560684948443e-06 1.0845982210917605e-06 -4.4853075884193898e-06 2.4231532092601682e-06 1.1207499956071842e-06 -1.5564683266071055e-06 -2.1738578987807209e-06 -5.205064439905982e-06 2.0188658606912213e-06 7.9909425236027425e-07 4.142490356805277e-07 -3.6927651753222054e-06 3.9679008161577007e-06 -5.1168065624551677e-07 2.3704222613929462e-06 2.3437758204636339e-06 5.9360919516393556e-06 1.3810645965596619e-07 2.6566617187258562e-06 -4.0404260248578791e-06 -4.332203446297388e-06 1.9983853308086307e-06 -3.3943081361940135e-06 -1.2328872430422464e-08 -3.2320790957838812e-07 3.2668165079571956e-06 -1.0500836604876441e-05 9.9567741742134792e-06 -4.5179326713712893e-06 1.492928440711694e-06
leaf_weight=31 30 27 21 28 25 23 38 22 20 22 34 23 22 31 20 20 20 59 31 25 21 29 25 2164 188 21 24 30 22 25
leaf_count=31 30 27 21 28 25 23 38 22 20 22 34 23 22 31 20 20 20 59 31 25 21 29 25 2164 188 21 24 30 22 25
internal_value=0 -1.41369e-08 -3.04006e-08 8.54345e-09 -6.64726e-07 -9.79604e-07 -1.39968e-06 -2.18949e-06 1.06478e-07 -1.08378e-06 -1.51375e-08 -1.24297e-06 9.87549e-09 1.34777e-06 -1.59563e-08 -3.3471e-08 1.10315e-09 -1.63534e-08 1.49521e-08 -3.08771e-08 -1.03535e-06 8.29394e-09 -2.41821e-08 -4.76533e-08 -1.3835e-08 -9.51094e-08 -4.07593e-06 6.63656e-07 3.07314e-06 -1.32067e-06
internal_weight=0 3091 3060 2883 177 150 125 82 43 60 2855 57 2798 53 2745 2725 2704 2684 2604 2584 80 2559 2528 2499 2474 2209 45 265 77 47
internal_count=3121 3091 3060 2883 177 150 125 82 43 60 2855 57 2798 53 2745 2725 2704 2684 2604 2584 80 2559 2528 2499 2474 2209 45 265 77 47
is_linear=0
shrinkage=0.1


Tree=6992
num_leaves=31
num_cat=0
split_feature=9 12 10 43 9 132 1203 1185 50 1204 12 403 394 394 1176 394 12 12 0 12 0 12 12 1212 1453 12 42 12 160 1371
split_gain=7.32223e-09 1.2819e-08 9.08381e-09 2.59523e-08 2.39e-08 7.21387e-09 2.12567e-07 1.10387e-07 3.34979e-08 7.8069e-09 4.64884e-08 2.65559e-08 8.02331e-09 2.4899e-08 2.2389e-08 1.02874e-08 9.46664e-09 6.34021e-08 9.65826e-08 5.14804e-08 8.97863e-08 3.47187e-08 3.08407e-08 2.27316e-08 3.18049e-08 2.67087e-08 9.16756e-08 3.32794e-08 1.42099e-07 7.2004e-08
threshold=0.092410000000000006 -0.010834999999999999 0.053330000000000009 -0.080419999999999978 0.086220000000000005 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.079429999999999987 0.087535000000000016 -0.011089999999999997 -0.10499499999999999 -0.09139499999999999 1.0000000180025095e-35 -0.086374999999999993 0.085355000000000014 0.085635000000000003 -0.086234999999999992 0.08493500000000001 -0.086934999999999985 0.085955000000000018 0.084795000000000023 0.087615000000000012 -0.092059999999999989 0.084290000000000018 0.084435000000000024 0.083935000000000023 -0.025879999999999997 0.083235000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 8 -7 -1 10 -9 -12 -11 -14 15 -15 19 18 -18 22 -21 -19 23 24 -17 27 -27 29 -29 -26
right_child=1 -3 3 -5 -6 7 -8 9 -10 12 11 -13 13 14 -16 16 17 21 -20 20 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-5.6107604692591664e-08 2.9415506441696582e-06 -1.9635430324645617e-07 1.0794245054057682e-06 -3.9539069456666425e-06 3.143045472360958e-06 -7.1237652677651077e-06 1.0089867724413384e-05 -2.9838721980013363e-06 -4.3774662685791554e-06 -1.4443514213979826e-06 5.099425317212081e-06 3.4432155189279005e-07 3.4122622244987204e-06 2.1869598164076231e-06 -3.1511266580191261e-06 3.7587987901046983e-06 -7.3077046744445055e-07 -3.1395300351612285e-06 8.9791711343423233e-06 2.7620675861104059e-08 -7.6887588002136925e-06 9.3787781271200592e-08 3.4531171763774185e-06 -2.885440969748743e-06 -4.3853006063314261e-08 -7.735201794503155e-06 6.2918520059515451e-07 7.1566779646608277e-06 -3.7252213674253745e-06 -6.1163124928498292e-06
leaf_weight=174 23 30 20 21 24 22 21 20 20 40 24 23 21 21 23 21 21 34 20 38 25 1429 24 30 825 20 38 28 21 20
leaf_count=174 23 30 20 21 24 22 21 20 20 40 24 23 21 21 23 21 21 34 20 38 25 1429 24 30 825 20 38 28 21 20
internal_value=0 1.16538e-06 -2.01258e-08 -1.49862e-06 -9.99102e-11 -2.522e-08 5.32908e-07 -6.82607e-08 -5.01608e-07 -1.21431e-08 1.05415e-06 2.77246e-06 -3.86128e-08 -1.74659e-08 -4.47686e-08 -1.74469e-08 -3.52929e-08 1.27338e-07 4.00579e-06 -2.59693e-07 -3.03443e-06 1.86457e-08 -8.94803e-08 -1.74248e-07 -9.06556e-08 -1.7557e-07 -2.25509e-06 -4.06573e-08 2.49301e-06 -1.8758e-07
internal_weight=0 53 3068 41 3027 3003 215 2788 194 2766 67 47 2699 2659 2638 2615 2594 1504 41 1090 63 1463 1027 1003 973 952 58 894 49 845
internal_count=3121 53 3068 41 3027 3003 215 2788 194 2766 67 47 2699 2659 2638 2615 2594 1504 41 1090 63 1463 1027 1003 973 952 58 894 49 845
is_linear=0
shrinkage=0.1


Tree=6993
num_leaves=31
num_cat=0
split_feature=1453 1447 1447 4 481 1446 1447 1453 1455 1454 12 1456 484 159 43 52 52 52 1 16 160 13 4 156 2 1455 51 403 51 51
split_gain=6.99655e-09 9.93443e-09 1.33025e-07 1.00244e-07 5.40438e-08 3.1336e-08 2.80254e-08 8.78994e-09 1.41591e-08 3.88274e-08 4.02994e-08 1.59159e-08 3.13226e-08 1.97615e-08 1.67438e-08 2.39717e-08 1.41308e-08 1.64374e-08 1.31788e-07 2.16922e-07 1.53649e-08 6.70652e-08 1.88725e-08 3.12779e-08 8.36383e-08 1.58418e-08 1.37939e-08 5.09619e-08 9.02721e-08 3.81101e-08
threshold=-0.087504999999999986 -0.085684999999999997 -0.086279999999999982 -0.085594999999999991 -0.081334999999999977 0.037915000000000011 -0.084549999999999986 -0.079219999999999985 0.098910000000000012 0.077440000000000023 0.090020000000000017 -0.077769999999999992 -0.016164999999999995 -0.45371999999999996 -0.067199999999999996 -0.0087299999999999982 0.55608500000000005 0.40411000000000002 0.092945000000000014 -0.040964999999999994 -0.42113499999999993 -0.080759999999999985 -0.50690499999999983 0.092385000000000009 0.097070000000000004 -1.0000000180025095e-35 0.094075000000000006 -0.0031149999999999997 0.097000000000000017 0.090560000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -3 -8 11 -10 -11 12 -9 -13 15 -14 17 20 19 -19 21 -15 23 24 -22 -24 29 -28 -29 -27
right_child=1 6 -4 4 5 -7 7 8 9 10 -12 13 14 16 -16 -17 -18 18 -20 -21 22 -23 25 -25 -26 26 27 28 -30 -31
leaf_value=-1.3669480366032177e-06 -6.9147518217960169e-06 -3.4229015431227106e-06 8.3509553610383582e-06 4.3532998358841726e-06 2.0091980297820555e-06 -3.1360403893594249e-06 1.6565369745258353e-06 4.8025976821008963e-06 -4.172053581517806e-06 -2.0844406844844343e-06 3.4792446691110102e-06 -2.2825090438441531e-06 -3.3010900482268983e-07 -5.2020045561423307e-06 -1.8998112518206854e-06 3.8028448769815121e-06 -2.5698574972921053e-06 1.1396270857251996e-05 -4.0282034616114159e-06 -1.787656544230196e-06 -3.2465601268288289e-06 1.8462523291452306e-06 2.5304537250401785e-06 -4.9172339475944686e-06 4.6945142154678859e-06 2.9660776204436118e-08 -3.8015791547184653e-06 7.7346196212602072e-06 5.9599007499855368e-07 -3.3440715543185757e-06
leaf_weight=37 20 24 20 30 20 29 32 20 30 30 23 38 36 27 23 23 21 24 28 26 36 27 26 20 21 2200 21 20 155 34
leaf_count=37 20 24 20 30 20 29 32 20 30 30 23 38 36 27 23 23 21 24 28 26 36 27 26 20 21 2200 21 20 155 34
internal_value=0 1.63975e-08 9.12284e-07 -5.90477e-07 1.0106e-06 -1.03594e-06 -1.95589e-08 8.21407e-09 -9.91805e-09 -1.29726e-06 3.29989e-07 2.78912e-08 1.25429e-06 -1.80313e-08 3.88852e-07 1.28104e-06 1.40053e-08 3.43659e-08 1.46464e-06 4.54063e-06 -8.75786e-09 -1.67788e-06 2.68254e-08 -1.51475e-06 -3.20901e-07 7.51567e-08 4.8886e-08 8.53254e-07 1.41183e-06 -2.16852e-08
internal_weight=0 3084 119 99 79 49 2965 2941 2909 83 53 2826 102 2724 82 59 2686 2665 78 50 2587 54 2533 77 57 2456 2430 196 175 2234
internal_count=3121 3084 119 99 79 49 2965 2941 2909 83 53 2826 102 2724 82 59 2686 2665 78 50 2587 54 2533 77 57 2456 2430 196 175 2234
is_linear=0
shrinkage=0.1


Tree=6994
num_leaves=31
num_cat=0
split_feature=12 4 12 9 1 15 160 479 15 15 16 1208 1209 1212 4 42 1212 1 2 4 15 1211 1211 1 1211 1186 1208 1210 52 15
split_gain=6.71089e-09 1.7441e-08 1.01608e-08 2.45333e-08 2.19644e-08 1.02409e-08 2.48679e-08 2.21815e-08 1.47094e-08 1.60808e-08 5.1827e-08 1.7295e-08 1.53641e-08 1.49808e-08 3.176e-08 3.63716e-08 2.73289e-08 4.34875e-08 2.49203e-08 2.81006e-08 2.28628e-08 2.19625e-08 1.55468e-08 4.01756e-08 5.47978e-08 3.16313e-08 1.48782e-08 1.70293e-08 4.86561e-08 1.52831e-08
threshold=0.23631000000000002 0.63113500000000011 0.12757000000000002 0.092890000000000014 0.11669000000000002 0.12044500000000001 -0.086829999999999977 0.11327500000000001 0.11728000000000001 0.11171000000000002 -0.039889999999999988 0.11846000000000001 0.11743500000000001 0.091580000000000009 -0.07533999999999999 0.089015000000000025 0.11796000000000001 0.084785000000000013 0.088225000000000012 -0.085594999999999991 0.10347000000000002 0.11789500000000001 0.085535000000000014 0.089475000000000013 0.092860000000000012 -0.095479999999999982 0.10233500000000001 -0.12043 0.070205000000000017 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 7 -7 8 9 11 -11 12 13 20 16 -16 17 18 19 -15 22 -18 25 24 -24 -1 27 28 -27 -29
right_child=-2 -3 4 -5 -6 6 -8 -9 -10 10 -12 -13 -14 14 15 -17 21 -19 -20 -21 -22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=-3.6978170991612084e-06 -1.7018414234331908e-06 2.497115985176736e-06 -2.9693174689408393e-08 2.5093196940454225e-06 -3.9072097176055346e-06 4.0453712878323657e-06 1.3439236149616187e-07 -3.3673739204687082e-06 2.0119872598505545e-06 -5.133011542966415e-06 9.0320613884731566e-07 2.8427564887221835e-06 -2.7995359778287824e-06 1.2829254646104262e-06 3.3604080726945542e-07 6.3669253910347828e-06 -4.3730901927574453e-06 4.9846294127126555e-06 2.6200401605266329e-06 -3.5317046065638694e-06 -2.7355831313968794e-06 2.0558051635982172e-07 3.5499481174383616e-06 5.2070640390411431e-06 -3.6824080862888056e-06 -5.6080208378261896e-06 2.4279788704006933e-06 -8.2783382060450151e-08 1.3673692956217566e-06 1.4606970685718173e-06
leaf_weight=24 23 28 48 39 21 21 72 20 35 25 33 21 20 22 20 20 20 22 23 27 32 22 20 20 22 20 24 2291 20 66
leaf_count=24 23 28 48 39 21 21 72 20 35 25 33 21 20 22 20 20 20 22 23 27 32 22 20 20 22 20 24 2291 20 66
internal_value=0 1.26388e-08 -1.00209e-08 1.75649e-08 -1.20981e-06 -1.52434e-08 1.01752e-06 -4.87208e-08 -2.54239e-08 -5.07648e-08 -1.69861e-06 -1.60859e-08 -3.80368e-08 -1.76942e-08 8.74497e-07 3.35148e-06 1.45971e-07 1.09352e-06 -9.5427e-08 -1.37003e-06 -7.95397e-08 -1.97474e-06 -4.56373e-08 1.51818e-06 -2.38429e-07 -8.52924e-08 -4.94805e-08 -7.42861e-08 -2.12033e-06 -3.95633e-08
internal_weight=0 3098 3070 3001 69 2962 93 2869 2849 2814 58 2756 2735 2715 176 40 136 94 72 49 2539 42 2507 62 42 2445 2421 2397 40 2357
internal_count=3121 3098 3070 3001 69 2962 93 2869 2849 2814 58 2756 2735 2715 176 40 136 94 72 49 2539 42 2507 62 42 2445 2421 2397 40 2357
is_linear=0
shrinkage=0.1


Tree=6995
num_leaves=31
num_cat=0
split_feature=132 1185 1203 10 0 12 9 9 1177 394 129 394 394 130 394 13 15 13 0 13 12 16 0 13 2 12 1 13 52 12
split_gain=6.72154e-09 4.24912e-08 1.6394e-08 6.58244e-09 2.55506e-08 3.2452e-08 2.29534e-08 1.97284e-08 6.88422e-09 1.46924e-08 8.65215e-09 2.99356e-08 7.07254e-09 2.76532e-08 1.5129e-08 8.10858e-09 4.11652e-08 4.63022e-08 2.11504e-08 1.54552e-08 2.96285e-08 2.00248e-08 1.2444e-08 1.12828e-08 3.34752e-08 3.8481e-08 4.0777e-08 3.24761e-08 2.80261e-08 1.96919e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.091600000000000015 0.085555000000000006 -0.083709999999999993 -0.16013499999999997 -0.077709999999999987 -0.090369999999999992 -0.078674999999999981 -0.018929999999999995 -0.0065099999999999993 0.24813000000000004 -0.56020999999999987 0.23074000000000003 -0.059114999999999994 0.11217000000000001 0.09857500000000001 -0.084119999999999986 -0.081459999999999991 0.061215000000000012 0.084305000000000005 0.10149500000000002 0.10508500000000001 0.049530000000000012 -0.54906499999999991 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -6 7 8 -3 -10 -11 -12 13 -13 -14 16 -16 19 22 23 21 -21 -17 27 -25 26 28 -18 -26 -30
right_child=1 3 -4 4 5 -7 -8 -9 9 10 11 12 14 -15 15 18 17 -19 -20 20 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-2.0384636972584511e-07 4.522499477302301e-06 1.8335047002437932e-06 -2.7922929640616143e-06 3.633693205055503e-06 1.9293303503511723e-06 -2.8612797408938538e-06 -3.2351715080122548e-06 3.1370706494726619e-06 -2.34974165525475e-06 -1.6147353352552633e-06 3.606589815341937e-06 5.4963454835443285e-07 2.2044363449382336e-06 -3.8222873029617997e-06 4.5317912326936496e-06 -1.3536015270195398e-06 -3.3308057216150329e-09 -4.5904991214807861e-06 -3.6491792725841651e-06 2.1559939713452795e-06 4.6301060722596181e-06 -2.1611543193752629e-06 1.667261693683031e-06 -4.671658267625389e-06 -2.6936187905999819e-06 -3.8029965253372214e-06 4.5037970859799056e-06 4.0445429044666522e-06 -1.3021628124728784e-06 2.6904670933921202e-06
leaf_weight=194 21 20 28 24 31 26 22 20 27 33 23 39 31 23 20 30 2206 22 22 22 21 21 25 20 33 25 21 20 21 30
leaf_count=194 21 20 28 24 31 26 22 20 27 33 23 39 31 23 20 30 2206 22 22 22 21 21 25 20 33 25 21 20 21 30
internal_value=0 4.06098e-08 -5.30317e-07 7.90669e-09 8.966e-07 -2.5586e-07 -1.78295e-08 7.67735e-09 -1.50406e-08 -2.85583e-08 -5.41501e-09 1.44383e-08 -1.67154e-08 -1.07221e-06 8.55124e-09 -1.80499e-08 1.33032e-08 -2.34026e-08 -1.02868e-06 1.77761e-08 1.55125e-06 4.76192e-08 1.95181e-08 -2.35295e-08 -8.62994e-07 -2.77046e-07 5.62466e-07 3.30382e-08 -4.22867e-07 1.04644e-06
internal_weight=0 2899 222 2878 81 57 2797 2775 2755 2735 2708 2675 2652 62 2590 2559 2482 2462 77 2440 64 43 55 2376 150 130 105 2226 84 51
internal_count=3121 2899 222 2878 81 57 2797 2775 2755 2735 2708 2675 2652 62 2590 2559 2482 2462 77 2440 64 43 55 2376 150 130 105 2226 84 51
is_linear=0
shrinkage=0.1


Tree=6996
num_leaves=31
num_cat=0
split_feature=390 12 1186 43 43 132 50 1185 1203 1185 43 394 393 129 129 16 129 129 52 151 0 1210 0 13 52 52 52 133 4 4
split_gain=6.83592e-09 2.1388e-08 7.44477e-09 4.05537e-08 3.12724e-08 1.99524e-08 2.7612e-07 1.86634e-07 1.1965e-08 7.13913e-09 2.56742e-08 1.32629e-08 1.63477e-08 1.03405e-08 1.83587e-08 3.3605e-08 1.32174e-08 2.3356e-08 1.06638e-08 2.75739e-08 3.07794e-08 9.192e-08 5.90971e-08 4.36489e-08 3.6596e-08 9.8834e-08 6.18466e-08 5.08547e-08 4.70761e-08 5.12532e-08
threshold=0.087590000000000015 0.088485000000000022 0.057025000000000006 -0.014584999999999999 -0.008069999999999999 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.085960000000000023 0.085905000000000009 -0.012394999999999998 -0.078674999999999981 0.09389500000000002 0.10532000000000001 0.093925000000000008 -0.076669999999999988 0.08888500000000002 0.086095000000000019 0.029970000000000007 0.015440000000000001 -0.086934999999999985 -0.0091799999999999989 -0.086074999999999985 -0.17933499999999997 0.10160000000000001 0.095415000000000014 0.10744000000000002 0.40945500000000007 -0.086849999999999997 -0.088784999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 8 -7 -1 11 -11 -9 13 14 16 -16 17 18 -13 20 21 -20 -22 -23 25 27 -26 28 29 -24
right_child=1 -3 3 4 -6 7 -8 9 -10 10 -12 12 -14 -15 15 -17 -18 -19 19 -21 22 23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=7.7351752707764058e-08 -9.9282210849575376e-07 3.1469587576374091e-06 1.6003230246854269e-06 -5.3063097557242151e-06 -7.1754200600285665e-08 -9.687281253718539e-06 1.211691086879796e-05 -1.8936861792824221e-06 -2.1757024723813502e-06 -1.3347136592485531e-06 3.4082273496096603e-06 1.2387327801658336e-07 2.6671912564779634e-06 -1.7430899011033571e-06 -7.2602088659385286e-07 4.8011863828957185e-06 -1.8493816797287695e-06 3.1778403156393956e-06 -7.794251608572722e-06 3.3594476394682712e-06 3.8334922434937894e-06 -5.1195688554019276e-06 -1.1777505666156106e-06 -3.5947256679727243e-07 5.1731613566516901e-06 -7.8168234768413861e-06 -4.6565684466840452e-10 4.1895838279515377e-06 -2.436948744337378e-06 5.2376889547645084e-06
leaf_weight=149 24 26 35 25 21 20 20 37 28 21 25 1670 23 34 22 22 39 23 20 20 38 21 33 233 25 21 305 20 101 20
leaf_count=149 24 26 35 25 21 20 20 37 28 21 25 1670 23 34 22 22 39 23 20 20 38 21 33 233 25 21 305 20 101 20
internal_value=0 1.15986e-06 -1.88823e-08 -9.64855e-07 -2.91662e-06 6.74435e-09 9.79411e-07 -6.18612e-08 -2.79064e-07 7.56122e-09 1.24297e-06 -1.32781e-08 1.25862e-08 -1.03069e-08 1.20686e-08 2.03758e-06 -2.2355e-08 5.58779e-09 -2.32851e-08 -3.10046e-07 -3.97729e-07 -1.26698e-06 2.53184e-08 -7.53024e-07 -2.50321e-07 -1.33644e-06 3.91476e-07 -5.54323e-07 -1.17041e-06 1.24317e-06
internal_weight=0 50 3071 81 46 2990 197 2793 177 2773 46 2727 2690 2667 2633 44 2589 2550 2527 857 837 274 563 254 525 195 330 174 154 53
internal_count=3121 50 3071 81 46 2990 197 2793 177 2773 46 2727 2690 2667 2633 44 2589 2550 2527 857 837 274 563 254 525 195 330 174 154 53
is_linear=0
shrinkage=0.1


Tree=6997
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 1209 132 1185 1203 50 1213 1210 133 2 41 3 42 133 43 403 403 1209 9 2 149 34 9 45 4 1366 1365 484
split_gain=6.95175e-09 1.03998e-08 9.32328e-09 7.6193e-09 7.06134e-09 3.94513e-08 1.89196e-08 1.29053e-08 7.6243e-09 2.76851e-08 1.82458e-08 1.8828e-08 8.55793e-09 3.50209e-08 4.0937e-08 2.0097e-08 2.01068e-08 9.0795e-09 6.84705e-08 1.13374e-08 8.14307e-09 9.32325e-09 8.75961e-09 1.02821e-08 2.31239e-08 8.50681e-09 6.61107e-08 9.36182e-09 1.20014e-08 1.13071e-08
threshold=0.12461500000000002 0.10837500000000001 -0.097919999999999993 -0.087714999999999987 -0.083449999999999983 -0.087384999999999977 0.089480000000000018 0.093975000000000017 -0.24064499999999997 -0.13847499999999999 -0.054584999999999995 0.089125000000000024 0.076195000000000013 -0.083784999999999984 0.080840000000000009 0.085760000000000017 -0.14792499999999997 -0.54631999999999992 -0.52800499999999995 -0.064814999999999984 0.092890000000000014 -0.18970999999999996 0.07770500000000001 -0.08786999999999999 0.084755000000000011 0.084355000000000013 -0.0070899999999999991 -0.083699999999999983 0.085025000000000017 -0.011244999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 -5 10 -10 11 -7 17 14 -14 16 -16 -11 -19 -20 22 -22 23 -21 25 27 -27 -25 29 -29
right_child=-2 -3 3 4 5 8 -8 -9 9 12 -12 -13 13 -15 15 -17 -18 18 19 20 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-2.0096622630143945e-06 -1.8583855171527833e-06 2.1305086944345891e-06 1.6836872536832408e-06 2.8650670035279032e-08 4.2565385146272918e-06 -1.5745394719111763e-06 -3.4858477965826755e-06 -2.5964871924987255e-06 2.8280458133979538e-06 1.490497228779101e-06 -3.0156902003649782e-06 2.2119431046500419e-06 5.5980199942951011e-06 -2.8657140309075079e-06 -2.3514762233389776e-06 3.3145306902259197e-06 1.1303323669756347e-06 -5.6211769877346682e-06 2.1921744242401634e-06 2.0758677929615776e-06 -1.4780810250245158e-07 2.8320042274355642e-06 -1.1189366707759817e-06 -1.7670997250764144e-06 -3.0144246369882938e-06 -2.5065886196292317e-06 5.5268785536100043e-06 -5.3155313420908866e-07 2.1186367997818077e-06 6.2819490061741944e-08
leaf_weight=23 20 23 27 173 22 29 20 21 35 38 28 24 20 22 27 21 43 22 23 23 21 21 76 31 26 21 20 389 26 1806
leaf_count=23 20 23 27 173 22 29 20 21 35 38 28 24 20 22 27 21 43 22 23 23 21 21 76 31 26 21 20 389 26 1806
internal_value=0 1.19868e-08 -3.84358e-09 1.12575e-08 -3.65517e-09 3.84573e-08 -5.57414e-07 -2.55514e-07 5.22024e-09 3.37843e-08 -9.50794e-07 1.40094e-07 -2.76247e-09 7.79205e-07 1.50162e-06 6.01314e-07 -2.12651e-07 -4.36597e-08 -6.69323e-08 -1.77204e-08 -3.8382e-08 1.3421e-06 -6.23605e-08 -2.80737e-08 -4.89407e-08 -1.53155e-08 1.41218e-06 -4.13045e-08 -1.72164e-08 -4.25158e-08
internal_weight=0 3101 3078 3055 3028 2814 214 194 2792 2711 81 53 2676 133 111 91 70 2543 2505 2483 2460 42 2418 2342 2319 2293 41 2252 2221 2195
internal_count=3121 3101 3078 3055 3028 2814 214 194 2792 2711 81 53 2676 133 111 91 70 2543 2505 2483 2460 42 2418 2342 2319 2293 41 2252 2221 2195
is_linear=0
shrinkage=0.1


Tree=6998
num_leaves=31
num_cat=0
split_feature=42 147 142 11 34 43 2 0 9 147 447 151 47 0 1 47 2 123 48 47 47 4 484 3 15 0 132 1186 394 50
split_gain=6.45598e-09 6.77319e-09 1.6576e-08 1.31925e-08 1.10699e-08 2.29097e-08 1.52048e-08 4.7103e-08 2.76521e-08 1.19294e-08 1.16879e-08 1.02606e-08 8.09347e-09 5.82099e-08 2.62035e-07 6.75969e-08 3.80425e-08 6.97359e-08 3.1253e-08 2.6448e-08 1.10478e-08 2.08838e-08 1.44081e-08 1.46233e-08 1.12626e-08 1.24912e-08 1.04155e-08 2.22093e-07 1.06255e-07 1.33268e-08
threshold=0.22070000000000004 0.11204500000000002 -0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.074974999999999986 -0.080614999999999978 -0.080119999999999983 0.092890000000000014 0.095485000000000014 0.09227500000000001 -0.5666199999999999 0.092165000000000011 -0.10224499999999999 0.099400000000000002 0.09550500000000002 -0.0050599999999999994 0.084025000000000016 0.12118000000000002 0.090100000000000013 0.11939500000000002 0.058735000000000009 -0.075319999999999984 -0.05647499999999999 -0.072289999999999979 -0.091794999999999988 -0.083284999999999984 0.0044650000000000011 0.12358500000000001 0.09227500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -6 -9 10 11 -8 16 14 -14 -15 17 -13 -16 26 22 -22 -17 24 25 -24 27 29 -28 -18
right_child=-2 -3 3 4 6 -7 9 8 -10 -11 -12 12 13 15 18 20 19 -19 -20 -21 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=2.8693209185348679e-06 1.7070027814208349e-06 -1.8464375142457356e-06 -2.4589304535476747e-06 3.0351374861985621e-07 5.3146933117370119e-06 -4.0958892600428951e-06 2.2414153954741778e-06 -2.4973031718043505e-06 2.2098372113532606e-06 1.9715403254849663e-06 -2.3834741222388058e-06 7.2863450233739968e-06 -1.2123912784160626e-05 5.6793409991466131e-06 2.965326805603278e-06 -2.3919714390803377e-06 -1.3596890759490297e-07 -8.7245742803206259e-07 -1.8220366437162741e-06 -3.644065358230364e-06 2.5000725560987903e-06 -1.0063790513771837e-06 -4.7678076839474673e-07 -2.3482099218578395e-06 -8.3153956922661823e-07 2.7717411379351939e-06 1.2371009687844217e-08 1.0684113312890986e-05 -7.3087077767297623e-06 -2.8862180602118318e-06
leaf_weight=20 22 20 22 29 22 20 20 26 24 30 21 20 22 21 30 39 148 22 25 20 35 33 20 24 39 29 2258 20 20 20
leaf_count=20 22 20 22 29 22 20 20 26 24 30 21 20 22 21 30 39 148 22 25 20 35 33 20 24 39 29 2258 20 20 20
internal_value=0 -1.21156e-08 -2.00514e-10 -1.89617e-08 -1.28658e-09 -1.49216e-06 2.31622e-08 1.45874e-06 -2.37876e-07 -1.22843e-08 -3.29061e-08 -1.56768e-08 -3.15439e-08 -5.07849e-07 -2.90022e-06 2.59705e-07 2.81826e-08 3.01269e-06 7.89253e-07 -2.22394e-08 -2.59987e-07 7.98412e-07 -7.36616e-07 -1.60198e-07 4.36532e-07 1.44581e-06 7.13467e-09 7.22524e-07 -5.19054e-08 -4.6338e-07
internal_weight=0 3099 3079 3059 3037 49 2988 72 50 2916 2886 2865 2845 317 77 240 2528 42 55 2486 219 68 151 112 88 49 2466 188 2278 168
internal_count=3121 3099 3079 3059 3037 49 2988 72 50 2916 2886 2865 2845 317 77 240 2528 42 55 2486 219 68 151 112 88 49 2466 188 2278 168
is_linear=0
shrinkage=0.1


Tree=6999
num_leaves=31
num_cat=0
split_feature=394 3 97 374 9 15 1 120 1 39 12 10 39 133 9 2 15 2 15 15 12 1210 1213 1212 2 2 1429 12 42 2
split_gain=7.8731e-09 3.83469e-08 7.3642e-09 1.52439e-08 1.04323e-08 2.34275e-08 1.19641e-08 3.48159e-08 1.76751e-08 2.54614e-08 1.28383e-08 2.58387e-08 3.15963e-08 2.33397e-08 1.25178e-08 1.30156e-08 1.04747e-08 2.48934e-08 2.35436e-08 1.5084e-08 1.51143e-08 7.71728e-08 4.20326e-08 5.62193e-08 4.88657e-08 7.77707e-08 4.96339e-08 4.80424e-08 1.05933e-07 9.95391e-08
threshold=0.013605000000000001 -0.083489999999999995 -0.086464999999999986 0.08987500000000001 -0.074254999999999988 -0.26481999999999994 0.16540500000000002 1.0000000180025095e-35 0.14326500000000003 0.092310000000000017 0.12757000000000002 0.0036750000000000007 0.085530000000000009 0.017095000000000003 0.088235000000000022 -1.0000000180025095e-35 0.12044500000000001 0.098035000000000011 0.11842000000000001 0.11728000000000001 0.093765000000000015 -0.064799999999999983 -0.0043299999999999996 -0.070754999999999985 0.094095000000000012 0.092235000000000025 -0.067934999999999982 0.097145000000000023 0.095565000000000011 0.097605000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 7 8 10 -10 11 14 -13 -12 15 -6 18 -18 19 20 -17 -22 23 -23 25 -24 -26 28 -28 -29
right_child=1 -3 3 -5 6 -7 -8 -9 9 -11 13 12 -14 -15 -16 16 17 -19 -20 -21 21 22 24 -25 26 -27 27 29 -30 -31
leaf_value=-1.7674159361528535e-06 3.0920662248646346e-06 -2.0137277715548408e-06 -3.3639821634190824e-06 2.162241337799742e-06 2.3074891638922663e-06 6.9131310697555046e-07 2.3172572357762792e-06 -3.471168614741428e-06 1.810357241696339e-07 4.6311278623534237e-06 -3.1837473855895433e-06 4.097467376402103e-06 -9.396770235525764e-07 4.9498926139623273e-07 -2.1362284337150022e-06 7.1899719882114923e-08 2.8810526337963438e-06 -5.1303023206115692e-07 -3.4858313961194652e-06 2.6940768771055446e-06 -5.5355797295258783e-06 -1.9718498197107694e-06 -1.0535873865577229e-06 3.798689942868805e-06 -4.4729497566836907e-06 -7.0363364011427633e-06 5.0820699074008721e-07 -4.9349616095217225e-06 8.9480336146152702e-06 8.1699643237839413e-07
leaf_weight=24 38 24 29 32 24 28 22 29 36 20 35 33 20 34 28 1944 40 47 20 20 29 25 166 52 21 25 58 37 20 161
leaf_count=24 38 24 29 32 24 28 22 29 36 20 35 33 20 34 28 1944 40 47 20 20 29 25 166 52 21 25 58 37 20 161
internal_value=0 1.11563e-06 -2.26112e-08 -8.81369e-09 -3.19485e-08 -1.37191e-06 -6.02259e-09 -2.35028e-08 1.10334e-08 1.77035e-06 -2.36697e-08 9.89291e-09 2.19666e-06 -1.37104e-06 -3.27639e-08 -1.0861e-08 -3.17392e-08 1.04747e-06 -6.81593e-08 -4.14378e-08 -6.29943e-08 -5.04466e-07 -2.46231e-07 1.92514e-06 -5.88845e-07 -1.83667e-06 2.13628e-07 5.70216e-07 2.67227e-06 -2.57864e-07
internal_weight=0 62 3059 3035 3003 57 2946 2924 2895 56 2839 2770 53 69 2717 2689 2665 87 2578 2558 2538 594 565 77 488 191 297 276 78 198
internal_count=3121 62 3059 3035 3003 57 2946 2924 2895 56 2839 2770 53 69 2717 2689 2665 87 2578 2558 2538 594 565 77 488 191 297 276 78 198
is_linear=0
shrinkage=0.1


Tree=7000
num_leaves=31
num_cat=0
split_feature=394 400 130 42 1208 1208 403 1213 2 403 133 403 15 403 401 401 1210 403 400 132 403 42 1447 1456 1447 159 1456 1447 403 133
split_gain=6.59761e-09 6.35808e-09 1.38466e-08 6.43423e-09 6.39707e-09 1.97957e-08 8.29488e-09 7.3456e-08 1.57605e-07 8.19849e-09 5.3703e-08 1.67678e-08 4.17628e-08 1.6627e-08 1.19858e-08 1.07598e-08 9.58212e-09 1.11518e-08 4.87825e-08 2.83833e-08 1.96854e-08 3.7269e-08 1.73725e-08 5.49637e-08 3.14812e-08 2.24299e-08 2.87012e-08 1.80356e-08 1.69221e-08 1.48571e-08
threshold=0.264685 -0.14175499999999996 0.084580000000000016 0.22070000000000004 0.11846000000000001 0.10683000000000002 -0.5335399999999999 0.04198000000000001 0.083935000000000023 -0.44023999999999991 0.51114000000000004 -0.34918499999999997 0.089740000000000014 -0.23323999999999998 0.13729500000000003 0.12053500000000002 -0.094799999999999982 -0.090774999999999981 -0.087424999999999989 -0.0054249999999999993 -0.085729999999999987 -0.015274999999999999 -0.086279999999999982 -1.0000000180025095e-35 -0.085644999999999985 -0.092414999999999983 0.085550000000000015 -0.084334999999999979 -0.083814999999999987 0.15630500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -3 10 -8 12 -11 -13 15 16 -15 19 -19 -18 21 -20 23 -22 -24 -25 -27 -26 -29 -30
right_child=-2 3 -4 -5 -6 -7 9 -9 -10 11 -12 13 -14 14 -16 -17 17 18 20 -21 22 -23 24 25 27 26 -28 28 29 -31
leaf_value=3.1188092913225773e-06 1.617997455468867e-06 -7.6486666330310985e-06 -4.7890579698223925e-07 1.6739184812567228e-06 1.5193898994206953e-06 -3.11546734467681e-06 1.2892513378544884e-06 5.9966977763300143e-06 3.7265963736241124e-06 -6.3524358533110592e-07 -5.3571778988015246e-06 -2.9436945851557541e-06 5.1792227352399055e-06 1.8255272887354631e-06 2.2233165984052111e-06 -2.0193190351847078e-06 4.308748858363743e-06 -4.9121963738365421e-06 1.0424447902385675e-06 1.9525828683150886e-07 5.9483707912022513e-06 -4.4576284226747832e-06 -3.9416358179421102e-06 1.8120963946593722e-06 2.8648405987041772e-06 -4.2592320500034472e-06 1.0981213823413327e-06 -2.666651633262518e-06 -9.4904781746683857e-09 -1.5661367909175054e-06
leaf_weight=20 25 21 23 22 26 21 31 21 29 30 20 20 21 27 23 28 20 21 22 104 20 28 21 38 21 20 20 25 2290 63
leaf_count=20 25 21 23 22 26 21 31 21 29 30 20 20 21 27 23 28 20 21 22 104 20 28 21 38 21 20 20 25 2290 63
internal_value=0 -1.30623e-08 1.19445e-06 -3.00695e-08 -4.24376e-08 -5.59509e-08 -3.44195e-08 1.03352e-06 -1.05101e-06 -6.04489e-08 -1.31719e-06 -3.80541e-08 1.75895e-06 -7.06572e-08 -5.00693e-08 -6.89594e-08 -4.90288e-08 -6.76845e-08 -1.12055e-07 8.58725e-07 -7.28013e-08 -2.0376e-06 -3.37863e-08 1.27148e-06 -8.66441e-08 7.2275e-08 -1.58056e-06 -5.28989e-08 -7.86653e-08 -5.11686e-08
internal_weight=0 3096 43 3053 3031 3005 2984 71 50 2913 51 2862 51 2811 2791 2768 2740 2713 2589 124 2568 50 2518 98 2420 78 40 2399 2378 2353
internal_count=3121 3096 43 3053 3031 3005 2984 71 50 2913 51 2862 51 2811 2791 2768 2740 2713 2589 124 2568 50 2518 98 2420 78 40 2399 2378 2353
is_linear=0
shrinkage=0.1


Tree=7001
num_leaves=31
num_cat=0
split_feature=1453 1455 160 1455 131 13 42 1455 403 131 16 3 472 1429 1446 1446 156 156 13 51 157 160 4 1429 160 156 13 132 15 0
split_gain=6.43765e-09 8.90303e-09 2.76937e-08 7.94319e-09 8.63388e-09 2.98328e-08 2.18726e-08 1.3483e-08 1.08543e-08 1.03551e-08 8.56853e-09 5.64812e-08 1.43445e-08 9.075e-09 9.09554e-09 2.87002e-08 1.06945e-08 3.77593e-08 1.32096e-08 1.85859e-08 3.4426e-08 2.83593e-08 1.80057e-08 1.21905e-08 3.88351e-08 1.88319e-08 1.7486e-08 1.2536e-08 2.91474e-08 4.56372e-08
threshold=-0.087504999999999986 -0.092919999999999989 -0.072114999999999985 -0.082599999999999993 0.11767000000000001 -0.039649999999999998 -0.082179999999999989 -0.065979999999999983 -0.34918499999999997 0.11495000000000001 0.63636000000000015 -0.095524999999999985 -0.19476999999999997 0.11635000000000001 0.10324000000000001 0.11655500000000001 0.09747500000000002 0.092385000000000009 0.06370000000000002 -0.066639999999999991 -0.0085999999999999983 -0.076214999999999991 -0.036839999999999991 -0.012159999999999999 -0.088079999999999978 0.089950000000000016 -0.069964999999999986 0.089365000000000014 0.084050000000000014 -0.079984999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 7 -6 -7 -5 -8 10 12 -12 -9 14 16 -16 17 23 19 20 21 -18 -22 24 -14 27 -26 -25 -29 -30
right_child=1 3 -4 4 5 6 8 9 -10 -11 11 -13 13 -15 15 -17 18 -19 -20 -21 22 -23 -24 25 26 -27 -28 28 29 -31
leaf_value=-1.3112141963623849e-06 3.6179905338132005e-06 -1.8602907185476913e-06 -5.9410035262501615e-07 -2.4364211081655928e-06 4.3758124411397149e-06 2.538962925645256e-06 5.9325364887286018e-08 2.7009806808564463e-06 -2.9908696001257339e-06 -2.0741013022037199e-06 -5.1992578022463938e-06 2.3161425061601904e-06 4.5537328977237248e-06 -1.6104662647114095e-06 3.2299326723178264e-06 -8.788938450433147e-07 1.5603228585741425e-06 -3.5715783255933312e-06 -1.2032177799617919e-06 -8.6065794064893457e-07 -1.6066525084305023e-06 6.6430906301883667e-06 2.0803601448558487e-06 -6.9491869492225906e-08 -2.2668350901255964e-06 -2.4494251837481331e-06 1.736773035645456e-06 1.7638268729256567e-06 -3.8800456504109858e-06 1.8820423541135961e-06
leaf_weight=37 27 23 37 23 20 23 28 20 20 24 20 20 24 34 34 34 23 30 27 32 27 21 26 2245 24 32 20 111 28 27
leaf_count=37 27 23 37 23 20 23 28 20 20 24 20 20 24 34 34 34 23 30 27 32 27 21 26 2245 24 32 20 111 28 27
internal_value=0 1.57295e-08 1.18288e-06 -9.00474e-09 5.20266e-09 9.64353e-07 3.37839e-09 -2.48327e-08 -1.21159e-06 -5.5935e-09 1.17707e-08 -1.44156e-06 3.23926e-08 1.33244e-08 3.32915e-08 1.17552e-06 4.49225e-09 -4.48479e-08 8.08168e-07 1.22916e-06 1.91858e-06 3.98619e-06 2.02071e-07 -2.71254e-09 1.31796e-06 -3.94729e-08 -4.47013e-07 -7.48677e-09 8.31076e-07 -1.05138e-06
internal_weight=0 3084 64 3020 2997 91 71 2906 48 2883 2859 40 2819 2799 2765 68 2697 2541 156 129 97 44 53 2511 68 2443 44 2411 166 55
internal_count=3121 3084 64 3020 2997 91 71 2906 48 2883 2859 40 2819 2799 2765 68 2697 2541 156 129 97 44 53 2511 68 2443 44 2411 166 55
is_linear=0
shrinkage=0.1


Tree=7002
num_leaves=31
num_cat=0
split_feature=1429 474 157 475 13 475 52 12 15 1372 474 52 16 156 157 3 3 3 2 393 42 16 0 3 1456 1456 12 394 160 16
split_gain=6.9096e-09 1.56889e-08 9.35273e-09 9.12581e-09 1.7717e-08 1.08989e-08 6.37022e-08 1.03703e-07 6.3574e-08 2.19734e-08 9.60688e-09 1.20387e-08 3.64534e-08 6.95419e-08 1.02078e-08 9.31504e-09 6.61883e-08 5.61386e-08 3.69793e-08 3.18453e-08 3.08559e-08 5.16323e-08 2.71511e-08 3.72268e-08 2.25065e-08 3.50694e-08 2.75255e-08 1.92514e-08 1.82954e-08 3.01452e-08
threshold=0.12521000000000002 -0.45463999999999999 0.32331500000000007 -0.10664 -0.06532499999999998 -0.085734999999999992 -0.016329999999999997 0.083715000000000026 -0.015744999999999999 -0.081219999999999987 -0.090259999999999993 -0.56022499999999986 0.63636000000000015 0.12260000000000001 -0.085709999999999995 -0.082594999999999988 -0.083344999999999989 -0.083654999999999993 0.090310000000000015 0.12069000000000002 0.086375000000000021 -0.077589999999999978 0.10455500000000001 -0.017889999999999996 0.0058550000000000008 0.11510000000000002 0.086505000000000012 -0.14580499999999996 0.08325500000000001 -0.074319999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -5 -9 -7 -11 14 13 15 -12 16 17 19 20 27 -18 -22 24 -24 -17 26 -26 -13 -29 -30
right_child=-2 2 -4 5 -6 9 -8 8 -10 10 11 12 -14 -15 -16 22 18 -19 -20 -21 21 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-2.735980116258794e-06 1.8527374021459764e-06 8.3193423392913248e-07 2.1097850700850056e-06 3.9464155948583845e-06 -3.1269407066667133e-06 -2.9732992079516408e-06 5.1851948447384292e-06 2.444089159325813e-07 -7.6334284915988292e-06 -2.1798942702844216e-06 1.4101252266603599e-07 -2.6572879217103316e-06 -3.0819347319708725e-06 5.6364055808444396e-06 3.2589853238581179e-06 1.5683758859718059e-08 4.7798706439359444e-06 -4.5989269459858828e-06 6.500412843295289e-06 4.0583746340416843e-06 3.4341509509279909e-06 -3.2727608232686514e-06 -5.7949326742345882e-06 -1.8687945565285067e-07 -1.0336193916336182e-06 1.3661483833971034e-06 -4.7697256901080967e-06 2.662168081337325e-07 -3.74652414510849e-06 -9.1908949728524733e-08
leaf_weight=21 20 20 21 30 26 25 27 20 21 20 21 26 38 22 21 1509 22 26 21 20 24 22 20 29 49 32 33 821 31 83
leaf_count=21 20 20 21 30 26 25 27 20 21 20 21 26 38 22 21 1509 22 26 21 20 24 22 20 29 49 32 33 821 31 83
internal_value=0 -1.19558e-08 6.61708e-09 -7.82114e-09 -1.40569e-06 1.35204e-08 1.05081e-06 -5.21427e-07 -3.79058e-06 -2.13523e-08 4.18356e-09 1.94036e-08 -5.55572e-09 3.63448e-08 1.7e-06 -8.16438e-09 2.18416e-07 -1.26125e-08 2.83241e-06 1.08941e-07 1.69965e-06 2.26497e-07 -1.56688e-07 -2.47588e-06 -8.66696e-08 -1.4415e-06 -2.53717e-06 2.6747e-08 1.01383e-07 -1.08571e-06
internal_weight=0 3101 3080 3059 46 3013 98 71 41 2915 2890 2870 2828 2790 42 2768 1096 1007 89 981 68 46 1672 49 1623 114 82 961 935 114
internal_count=3121 3101 3080 3059 46 3013 98 71 41 2915 2890 2870 2828 2790 42 2768 1096 1007 89 981 68 46 1672 49 1623 114 82 961 935 114
is_linear=0
shrinkage=0.1


Tree=7003
num_leaves=31
num_cat=0
split_feature=1373 457 49 448 1348 42 42 42 4 4 403 4 52 4 11 4 1210 1212 1210 12 2 42 42 42 42 15 484 16 16 160
split_gain=6.50226e-09 1.71693e-08 5.66515e-08 2.49835e-08 2.79334e-08 6.50693e-09 3.87274e-08 2.64651e-08 2.17087e-08 4.89122e-08 3.73525e-08 2.79149e-08 1.73287e-07 1.58538e-07 2.56714e-08 2.43707e-08 4.92839e-08 2.20394e-08 1.11179e-07 6.45749e-08 3.16948e-08 7.44593e-08 2.12536e-07 8.72883e-08 7.25981e-08 6.27858e-08 5.14908e-08 4.96266e-08 7.87498e-08 4.63615e-08
threshold=-1.0000000180025095e-35 0.11612500000000002 -0.049784999999999989 0.030280000000000001 0.091105000000000005 0.085730000000000015 0.086035000000000014 0.085465000000000013 -0.111605 -0.085594999999999991 -0.55049499999999985 -0.081609999999999988 0.088005000000000014 -0.080924999999999983 0.074925000000000005 -0.078629999999999992 -1.0000000180025095e-35 -0.089544999999999986 -0.064799999999999983 0.091930000000000012 0.090050000000000005 0.090395000000000017 0.089015000000000025 0.087550000000000017 0.093175000000000022 0.091295000000000015 0.090535000000000018 -0.065999999999999989 -0.080029999999999976 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 7 -7 -2 14 -10 -11 12 -12 -13 -8 16 -15 19 -19 -17 -20 22 23 -22 25 -23 27 28 29 -26
right_child=1 2 -4 -5 -6 6 8 -9 9 10 11 13 -14 15 -16 17 -18 18 20 -21 21 24 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-1.5748026778685298e-06 -9.2613967065403117e-08 -1.8982347314920933e-06 5.147156834027556e-06 -3.1022889209872609e-06 3.7356790403464401e-06 4.5314058593248775e-06 3.6529289818392705e-06 -3.7504607439586837e-06 -4.215168548979717e-06 3.8383826309794905e-06 2.8553630132124555e-06 8.1657035783185467e-06 -7.1769009798916869e-06 -5.9192535055834537e-06 -3.4496676076302941e-07 6.5140353376591521e-06 1.4609711751969938e-07 -6.3703453094974436e-06 -5.1710295788665633e-07 -7.7417726501035735e-07 3.7425961017178402e-06 -7.1416463924833813e-07 1.1582211286424908e-05 -3.3460019210451722e-06 5.6251197247547687e-06 -7.1131714457311787e-06 -3.3706434589088599e-06 -2.05520234661949e-07 7.4049532629403441e-06 2.4218893905469942e-07
leaf_weight=26 1797 21 25 26 20 20 36 20 27 26 36 24 33 21 29 20 37 27 380 31 38 46 23 32 20 23 27 123 27 80
leaf_count=26 1797 21 25 26 20 20 36 20 27 26 36 24 33 21 29 20 37 27 380 31 38 46 23 32 20 23 27 123 27 80
internal_value=0 1.32393e-08 1.93078e-06 -1.56905e-08 1.08565e-08 -1.39509e-08 1.68248e-07 -1.32876e-07 9.34081e-08 -1.14328e-08 9.42477e-08 1.35885e-09 -1.94268e-06 1.38375e-07 1.86925e-06 -6.33593e-08 -2.04998e-06 6.50954e-08 -5.66083e-08 2.08395e-06 1.51537e-07 7.30314e-07 3.24234e-06 5.02094e-07 5.51167e-08 -2.84717e-06 7.78068e-07 1.22613e-06 2.61269e-06 1.31878e-06
internal_weight=0 3095 46 3049 3023 3003 1186 1817 1166 1101 1074 1048 69 979 65 955 58 897 846 51 819 439 93 70 346 69 277 250 127 100
internal_count=3121 3095 46 3049 3023 3003 1186 1817 1166 1101 1074 1048 69 979 65 955 58 897 846 51 819 439 93 70 346 69 277 250 127 100
is_linear=0
shrinkage=0.1


Tree=7004
num_leaves=31
num_cat=0
split_feature=132 1203 393 50 1348 448 457 15 448 2 2 2 2 13 2 3 14 12 0 47 1 3 48 0 42 0 51 12 2 12
split_gain=6.69921e-09 1.93141e-07 1.03808e-07 3.06729e-08 6.8794e-09 2.48226e-08 1.04632e-08 6.44185e-08 1.08257e-08 2.46101e-08 1.3151e-08 9.47625e-08 3.60681e-08 1.8216e-08 3.04806e-08 6.22821e-08 2.61315e-08 2.8422e-08 2.87787e-08 1.07817e-07 1.17129e-07 1.48493e-07 4.58146e-08 3.66575e-08 7.02951e-08 2.67728e-08 2.40633e-08 6.52015e-08 7.87972e-08 7.08085e-08
threshold=-0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 0.095915000000000014 0.056825000000000007 0.098180000000000003 -0.074054999999999996 -0.068129999999999982 0.10060500000000001 0.10613000000000002 0.10699500000000002 0.10527500000000002 -0.13710499999999998 0.089005000000000015 -0.072199999999999986 0.084525000000000003 0.12069000000000002 -0.10151999999999999 0.094160000000000008 0.089175000000000018 -1.0000000180025095e-35 0.084485000000000018 -0.097274999999999986 -1.0000000180025095e-35 -0.15599999999999997 0.024995000000000003 0.084225000000000008 0.073895000000000002 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 8 -8 9 -2 12 -12 13 14 -10 -16 17 18 19 20 22 -22 25 24 -20 -15 -25 28 -28 -29
right_child=2 -3 -4 -5 -6 -7 7 -9 10 -11 11 -13 -14 16 15 -17 -18 -19 23 -21 21 -23 -24 26 -26 -27 27 29 -30 -31
leaf_value=-1.6618074798394149e-08 5.0300864541731857e-08 9.6521400467151729e-06 -7.2198250279598147e-06 -4.1469514314940175e-06 -1.7937645160210586e-06 3.4482369691042029e-06 1.938475224960712e-06 -3.9710793928931638e-06 1.7998368120331066e-07 3.7756808953872677e-06 -6.0954152938766787e-06 -1.4143531623407616e-07 3.7456379552033336e-06 4.1095091841146888e-06 -7.3438379865820034e-06 2.8637720353562268e-07 -3.2134977049202504e-06 3.6714945587806619e-06 1.1790716858519965e-06 6.4889179765948558e-06 8.816363353909246e-07 -1.0242381057694384e-05 6.1492089084172874e-06 -6.5921409037503231e-08 -6.0418696486002386e-06 1.7046671089815392e-07 4.7511624126689807e-07 -3.1964512330281048e-06 9.1478058266147855e-06 1.4295508362465626e-06
leaf_weight=178 61 21 20 20 21 21 35 39 64 25 28 590 27 22 20 23 23 23 26 33 28 21 21 1411 28 80 22 45 20 125
leaf_count=178 61 21 20 20 21 21 35 39 64 25 28 590 27 22 20 23 23 23 26 33 28 21 21 1411 28 80 22 45 20 125
internal_value=0 5.33324e-07 -4.02483e-08 -4.33823e-07 9.57531e-09 2.2812e-08 -2.51685e-09 -1.17602e-06 2.88784e-08 1.13326e-06 -6.56074e-09 -4.11195e-07 1.14712e-07 6.65373e-08 -1.20347e-06 -3.26256e-06 1.3702e-07 1.77472e-07 1.34772e-07 1.25322e-06 2.48696e-07 -3.8858e-06 1.89577e-06 -1.94954e-09 -2.56512e-06 1.02006e-06 8.33316e-08 1.07671e-06 4.60497e-06 2.05021e-07
internal_weight=0 219 2902 198 2882 2861 2840 74 2766 86 2680 618 2062 2035 107 43 1928 1905 1882 205 172 49 123 1677 54 102 1623 212 42 170
internal_count=3121 219 2902 198 2882 2861 2840 74 2766 86 2680 618 2062 2035 107 43 1928 1905 1882 205 172 49 123 1677 54 102 1623 212 42 170
is_linear=0
shrinkage=0.1


Tree=7005
num_leaves=31
num_cat=0
split_feature=44 158 97 9 1 15 30 33 34 9 2 158 1453 132 15 132 1186 12 12 133 0 12 160 12 3 13 12 133 1456 403
split_gain=6.38663e-09 2.05198e-08 8.95532e-09 1.77805e-08 1.18023e-08 2.1836e-08 1.07814e-08 8.0561e-09 2.4929e-08 3.41684e-08 3.53005e-08 7.23322e-09 8.06159e-09 7.10474e-09 1.78263e-07 9.26338e-08 2.6057e-08 7.74129e-09 4.73436e-08 6.73654e-08 6.16069e-08 4.31117e-08 6.30607e-08 2.79687e-08 2.46972e-08 7.6762e-08 2.03644e-08 1.93883e-08 2.92135e-08 7.13555e-08
threshold=0.099360000000000018 -0.47356499999999996 -0.086464999999999986 -0.092544999999999975 0.16540500000000002 -0.56020999999999987 0.09222000000000001 0.085305000000000006 -0.057544999999999992 0.091600000000000015 -1.0000000180025095e-35 -0.46695499999999995 0.091090000000000018 -0.083284999999999984 0.091650000000000023 -0.069704999999999989 1.0000000180025095e-35 0.085355000000000014 0.08493500000000001 -0.019454999999999997 -0.08841499999999998 0.085635000000000003 -1.0000000180025095e-35 0.085955000000000018 -0.053259999999999995 -0.059629999999999996 0.084795000000000023 0.11269500000000002 0.086175000000000015 -0.13252999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 -7 10 -10 -12 13 14 16 -15 -13 18 26 -20 -21 22 -19 -23 -25 -26 27 28 29 -17
right_child=-2 2 3 4 -6 6 -8 -9 9 -11 11 12 -14 15 -16 17 -18 21 19 20 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=2.7595037855226787e-06 -1.383796602154193e-06 -1.9752251543907377e-06 2.9772783500447986e-06 -2.5513781933488431e-06 2.2423822317903062e-06 2.7200639371639068e-06 -2.3165639913713675e-06 -1.8115395889140019e-06 3.2861720898601948e-06 -3.1090936844131132e-06 -1.5480548768209702e-06 -1.1446836801449811e-07 1.7325925935236026e-06 -6.6639636493110159e-06 8.3048494336533349e-06 -6.0808653534834217e-06 -3.8583375109218267e-06 -6.5433642659973842e-07 2.1146972835595079e-06 -8.9840566178364422e-07 -8.0885455960154875e-06 -2.739664079984193e-06 7.006789533906241e-06 2.0763454321756031e-07 1.2037166043597068e-06 -5.7361332437722014e-06 2.8490704427971043e-06 2.4388113960694996e-06 2.3178853485784533e-06 -1.7378092635657923e-07
leaf_weight=27 33 23 20 34 23 34 20 24 33 35 30 162 27 21 26 21 21 21 20 22 26 35 22 1419 37 28 24 29 44 780
leaf_count=27 33 23 20 34 23 34 20 24 33 35 30 162 27 21 26 21 21 21 20 22 26 35 22 1419 37 28 24 29 44 780
internal_value=0 1.47832e-08 -9.42702e-09 5.45558e-09 -1.42384e-08 -3.1568e-08 -2.63406e-09 1.31016e-08 2.81141e-08 -3.63281e-09 3.45312e-08 -3.58749e-09 1.30495e-08 -3.78431e-09 5.56733e-07 -4.97427e-08 -5.44093e-07 5.20134e-09 -2.17319e-07 -2.76137e-06 -4.79306e-06 1.42816e-07 3.26531e-06 5.44246e-08 1.20323e-07 -1.78576e-06 -2.46739e-08 -1.03587e-07 -1.90841e-07 -3.28648e-07
internal_weight=0 3088 3061 3038 3018 2995 2961 2941 2917 2883 2848 2815 2785 2758 209 2549 183 2528 966 68 48 1562 43 1519 1484 65 898 874 845 801
internal_count=3121 3088 3061 3038 3018 2995 2961 2941 2917 2883 2848 2815 2785 2758 209 2549 183 2528 966 68 48 1562 43 1519 1484 65 898 874 845 801
is_linear=0
shrinkage=0.1


Tree=7006
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1186 1213 394 390 3 3 43 0 13 160 483 1429 0 4 13 43 4 4 12 2 0 156 15 1212 402 1213 4
split_gain=7.33078e-09 4.69039e-08 2.1061e-08 6.72817e-09 9.27398e-09 6.6883e-09 2.35782e-08 7.79152e-09 3.24869e-08 2.84948e-08 2.43512e-08 4.26499e-08 2.16431e-08 2.85409e-08 2.20318e-08 6.19582e-08 3.97573e-08 5.10464e-08 2.63649e-08 1.91159e-07 3.17604e-08 1.41197e-07 1.02761e-07 8.86137e-08 2.78926e-08 2.62238e-08 2.46133e-08 1.09517e-07 6.38996e-08 2.24466e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.0046349999999999994 0.085505000000000012 -0.12099999999999998 0.090205000000000007 -0.082594999999999988 -0.082974999999999979 -0.041739999999999992 0.10455500000000001 -0.029529999999999997 0.51262000000000008 -0.096724999999999992 0.052280000000000007 0.051010000000000007 -0.0047449999999999992 -0.072309999999999985 0.0034250000000000005 -0.080744999999999997 -0.080744999999999997 0.085355000000000014 0.084715000000000013 -0.074479999999999977 0.093155000000000002 -0.088749999999999982 -0.089544999999999986 0.13775000000000001 -0.22748999999999997 -0.078629999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -3 7 8 -7 -10 12 -12 13 -9 15 18 17 -16 20 -20 21 22 -15 -24 -25 -18 28 29 -22 -28
right_child=1 5 -4 4 -6 6 -8 10 9 -11 11 -13 -14 14 16 -17 25 -19 19 -21 26 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=1.1931214612559415e-06 4.7512710980732841e-06 1.3259407182886207e-06 -3.1176365869863991e-06 -8.7142618959824694e-08 -2.0581542058011863e-06 9.4291997567993901e-08 -3.3479497384784431e-06 -3.004657006992299e-06 5.9570161421575136e-07 5.0714923704617834e-06 -5.7257290444838532e-06 1.9172842822344734e-07 3.2160449663365398e-06 -4.6591494449990764e-06 -6.5400039375163033e-06 5.5942733672509356e-06 3.3281572355421804e-06 -7.2177345823607357e-07 -9.8452647328237869e-06 -8.9978747355879632e-08 -9.9744553654932986e-07 9.1684128771400249e-06 7.7006676433267703e-06 1.7103649796761028e-06 -2.9033561304459001e-06 -1.5544460903914694e-06 -2.5587240658708766e-06 -7.4241989437950913e-06 6.357477221692014e-06 1.3232874895321729e-07
leaf_weight=30 21 38 28 135 29 1059 21 33 33 25 21 29 20 31 25 20 22 38 22 231 27 21 21 38 20 22 32 20 21 988
leaf_count=30 21 38 28 135 29 1059 21 33 33 25 21 29 20 31 25 20 22 38 22 231 27 21 21 38 20 22 32 20 21 988
internal_value=0 4.24075e-08 -5.53833e-07 -1.83799e-07 -4.35675e-07 8.04819e-09 -9.58559e-09 1.52834e-08 2.20502e-07 2.52492e-06 -1.19399e-07 -2.2936e-06 -5.35936e-08 -9.36627e-08 -3.35859e-08 6.5819e-08 -1.41968e-06 -3.0306e-06 -9.29583e-09 -9.38264e-07 1.83509e-07 1.65453e-06 2.20065e-07 2.13469e-06 1.19427e-07 8.86856e-07 6.39122e-09 -9.57907e-08 2.22033e-06 4.79036e-08
internal_weight=0 2899 222 194 164 2878 2840 2819 1117 58 1702 50 1652 1632 1599 1492 107 63 1472 253 1219 131 110 79 58 44 1088 1040 48 1020
internal_count=3121 2899 222 194 164 2878 2840 2819 1117 58 1702 50 1652 1632 1599 1492 107 63 1472 253 1219 131 110 79 58 44 1088 1040 48 1020
is_linear=0
shrinkage=0.1


Tree=7007
num_leaves=31
num_cat=0
split_feature=402 1212 401 1208 1208 1209 47 2 47 132 132 15 1185 50 4 133 132 9 10 43 403 1210 403 12 12 3 1212 3 4 147
split_gain=7.38107e-09 1.36424e-08 1.04851e-08 7.61476e-09 1.09518e-08 1.71705e-08 7.66069e-09 5.7742e-08 2.42963e-08 1.06372e-08 1.45249e-08 2.2942e-07 1.0149e-07 1.6529e-08 1.20279e-08 2.17688e-08 1.04068e-08 1.07184e-08 3.76574e-08 9.77594e-09 6.37671e-08 3.17062e-08 2.70615e-08 2.16627e-08 4.62811e-08 2.38611e-08 3.62787e-08 3.30785e-08 2.6106e-08 1.41521e-08
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 0.11531000000000001 0.10233500000000001 -0.090519999999999975 0.092165000000000011 -1.0000000180025095e-35 0.088915000000000008 -0.44750499999999993 -0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.087730000000000016 0.10528000000000001 -0.14717499999999997 -0.050879999999999988 0.08925000000000001 0.053330000000000009 0.055925000000000009 -0.10197999999999999 0.063455000000000011 -0.014954999999999998 0.087075000000000014 0.080890000000000017 -0.071329999999999991 -0.070754999999999985 -0.080634999999999984 0.0045450000000000013 0.099730000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 9 -7 11 13 -12 14 15 -11 -14 19 -19 21 -21 29 -22 24 -24 26 -25 -28 -27 -18
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 10 12 -13 16 -15 -16 -17 17 18 -20 20 22 -23 23 25 -26 28 27 -29 -30 -31
leaf_value=-2.5268004349156941e-06 1.8684675610746214e-06 -2.5528029660953119e-06 2.0866782733719446e-06 -1.7157440127518317e-06 1.8728878213521733e-06 -2.026322486017307e-06 -5.6543265009167956e-06 -1.1319846230940634e-07 2.5410968016960678e-06 3.2376516514887045e-06 -7.1089262200985113e-06 1.0989034422550503e-05 2.0739227356898484e-06 -3.1187939464416561e-06 -2.0735086012712639e-06 -3.3435333023883114e-07 -7.841254326183395e-08 4.7320294470409866e-06 -6.5385781271445743e-07 5.9908527171614877e-06 -3.2277128907894211e-06 -3.9496017030788132e-06 5.524549542152662e-07 -1.7724681829430928e-06 -5.0515658404037821e-06 -3.477090170918018e-06 1.2975316632963978e-06 5.3453744509500787e-06 1.5711224163862338e-06 1.9791264399771081e-06
leaf_weight=27 21 21 24 26 31 25 20 315 39 22 20 20 25 20 23 76 1991 21 34 20 22 21 56 21 20 20 52 33 21 34
leaf_count=27 21 21 24 26 31 25 20 315 39 22 20 20 25 20 23 76 1991 21 34 20 22 21 56 21 20 20 52 33 21 34
internal_value=0 -1.26506e-08 4.6742e-09 -1.1682e-08 2.94517e-09 -1.63905e-08 6.42377e-09 -4.44012e-07 6.36681e-08 2.64637e-08 4.64169e-08 9.66035e-07 -1.49926e-08 -4.55667e-07 -1.54811e-08 4.67525e-07 4.4346e-08 2.29008e-08 1.40257e-06 -9.93433e-09 5.61556e-07 -8.39544e-08 1.18349e-07 4.48453e-07 -9.22287e-07 1.15714e-06 1.9495e-06 2.86905e-06 -8.9142e-07 -4.38662e-08
internal_weight=0 3100 3079 3055 3029 2998 2971 335 2636 2597 2572 161 2411 141 121 98 2391 2366 55 2311 265 2046 245 223 76 147 106 85 41 2025
internal_count=3121 3100 3079 3055 3029 2998 2971 335 2636 2597 2572 161 2411 141 121 98 2391 2366 55 2311 265 2046 245 223 76 147 106 85 41 2025
is_linear=0
shrinkage=0.1


Tree=7008
num_leaves=31
num_cat=0
split_feature=400 12 4 16 12 400 1185 42 147 142 45 3 1429 156 475 12 3 1429 156 150 1429 133 51 49 15 160 151 13 15 150
split_gain=7.31623e-09 3.6395e-08 3.96937e-08 6.73083e-08 3.11445e-08 1.95399e-08 1.26774e-08 6.52526e-09 6.96338e-09 1.67214e-08 1.52564e-08 1.16614e-07 1.30418e-08 1.84738e-08 9.4864e-09 2.76888e-08 3.08404e-08 1.4159e-08 1.11978e-08 9.95912e-09 2.25759e-08 9.2736e-08 5.89625e-08 2.82067e-08 4.43859e-08 4.35027e-08 3.93082e-08 6.02275e-08 5.2961e-08 2.14031e-08
threshold=-0.082714999999999983 0.087505000000000013 -0.078439999999999996 -0.08231999999999999 0.086505000000000012 -0.081749999999999975 -0.083264999999999992 0.22070000000000004 0.11204500000000002 -0.057499999999999989 0.083445000000000005 0.10299500000000002 -0.23587499999999997 0.3248100000000001 0.051590000000000004 0.086565000000000017 -0.081924999999999984 0.12387000000000002 -0.093169999999999989 0.087865000000000013 0.083715000000000026 0.08622500000000001 -0.083899999999999988 -0.045154999999999994 -0.07490999999999999 0.098320000000000005 -0.04886999999999999 -0.097224999999999992 -0.037864999999999989 0.11656000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -2 -7 8 9 -8 12 -12 -11 14 17 -16 -17 18 -14 -20 22 -22 -21 25 -25 26 28 -28 29 -24
right_child=5 2 -4 -5 -6 6 7 -9 -10 10 11 -13 13 -15 15 16 -18 -19 19 20 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=8.7155493257223115e-07 -3.0714355661064564e-06 6.2583999038154092e-07 -6.0682284451650684e-07 8.0596339016448766e-06 -4.5241267912388141e-06 2.4988760742417074e-06 2.8541094752654318e-06 1.6884648516679591e-06 -1.899754194596426e-06 2.5267913980542292e-06 -7.6218724507270961e-06 2.4527325236973679e-06 2.0847054729529189e-06 -3.0642882899201139e-06 -1.7438700934592689e-06 5.3979240051592661e-06 -8.8979222709895114e-08 -2.6285503040634511e-06 -1.0787711358010082e-07 6.1142808556269312e-06 3.5840339862824336e-06 -5.2068682407480089e-06 1.5508107647595657e-06 1.5029148439030646e-06 -4.8558881110733168e-06 4.8731883230175305e-06 2.5510681626625148e-06 -4.023540201627073e-06 5.9560003736888493e-06 -2.2550963825034904e-06
leaf_weight=23 21 29 36 21 20 20 20 22 20 20 20 27 25 20 21 21 20 21 2407 20 21 28 45 21 23 25 22 38 22 22
leaf_count=23 21 29 36 21 20 20 20 22 20 20 20 27 25 20 21 21 20 21 2407 20 21 28 45 21 23 25 22 38 22 22
internal_value=0 7.37359e-07 1.92507e-06 3.74803e-06 -1.63806e-06 -3.17983e-08 -1.03132e-08 -2.73189e-08 -4.02063e-08 -2.74215e-08 -4.73698e-08 -1.83433e-06 -1.78176e-08 -3.58517e-08 -1.42354e-08 1.20896e-06 2.72139e-06 -4.19136e-08 -2.19359e-08 -4.14853e-08 5.15327e-07 -1.43934e-06 9.17758e-07 4.41013e-07 -1.821e-06 1.01302e-06 3.65338e-07 -1.61285e-06 1.69895e-06 3.0111e-07
internal_weight=0 129 86 50 43 2992 2971 2951 2929 2909 2889 47 2842 2822 2802 62 41 2740 2719 2694 287 49 238 218 44 174 149 60 89 67
internal_count=3121 129 86 50 43 2992 2971 2951 2929 2909 2889 47 2842 2822 2802 62 41 2740 2719 2694 287 49 238 218 44 174 149 60 89 67
is_linear=0
shrinkage=0.1


Tree=7009
num_leaves=31
num_cat=0
split_feature=1429 1417 475 475 474 15 1426 13 52 155 0 0 484 16 4 2 2 480 2 4 4 16 4 51 4 2 43 480 1 133
split_gain=6.90333e-09 1.63646e-08 9.2412e-09 2.38432e-08 2.2179e-08 4.48647e-08 1.23785e-08 8.74393e-09 3.88994e-08 2.62386e-08 2.12231e-08 2.91067e-08 2.49612e-08 5.22693e-08 1.65103e-08 1.31191e-08 1.18943e-07 7.25571e-08 5.66339e-08 3.95903e-08 5.74211e-08 9.22926e-08 4.72172e-08 3.60738e-08 2.96425e-08 2.54043e-08 3.72168e-08 3.11834e-08 2.15412e-08 1.96793e-08
threshold=0.12521000000000002 -0.080324999999999994 -0.50059999999999982 -0.24431999999999998 -0.084054999999999977 -0.052074999999999989 -0.061919999999999996 0.10002500000000002 -0.24456499999999998 0.11198500000000002 -0.094654999999999975 -0.084509999999999988 0.090535000000000018 -0.13941499999999998 0.11275500000000001 0.093175000000000022 0.092755000000000018 0.11144000000000001 0.093680000000000013 -0.50690499999999983 -0.076779999999999987 -0.076354999999999992 -0.07168999999999999 0.091630000000000003 -0.068329999999999988 0.096325000000000008 -0.074974999999999986 0.10252000000000001 0.10937500000000001 0.089595000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6 9 -9 15 14 -12 13 -13 -10 16 17 -8 -17 -20 21 -21 -22 -23 -24 26 -26 29 -25 -27
right_child=-2 2 3 4 6 -7 7 8 10 -11 11 12 -14 -15 -16 18 -18 -19 19 20 22 23 24 28 25 27 -28 -29 -30 -31
leaf_value=-2.7296002717104208e-06 1.8519079281986707e-06 2.1500451863687435e-06 -2.860274868657269e-06 -1.7676471335903445e-06 -2.3269241034501213e-06 4.1695920195447148e-06 1.2071730069074146e-07 3.9438529317218738e-06 3.8505995036075552e-06 -3.4904109084395303e-06 -3.9642503759296233e-06 5.0259481407072769e-06 -3.2282626756341417e-06 -2.7636459378754811e-07 -3.9706792449578644e-08 -4.9269647783708373e-06 7.806774573850817e-06 -5.9377582101660667e-06 -4.0392453351719621e-06 8.0019193254494375e-06 -4.9569695559884255e-06 2.488543294475676e-06 3.1288197114918149e-06 -3.6483940655009726e-06 -4.9972047788417385e-06 -3.2783812942418608e-08 1.5870568270364467e-07 2.8953484704083346e-06 8.2923145962508577e-07 -1.3238656096737438e-06
leaf_weight=22 20 20 29 20 23 35 1701 30 24 22 20 22 20 120 20 26 20 20 26 21 22 50 25 22 28 476 28 31 21 157
leaf_count=22 20 20 29 20 23 35 1701 30 24 22 20 22 20 120 20 26 20 20 26 21 22 50 25 22 28 476 28 31 21 157
internal_value=0 -1.19389e-08 7.4793e-09 -6.52898e-09 2.07841e-08 2.0106e-06 -1.60023e-08 2.00281e-09 5.60518e-07 -5.10313e-08 1.11403e-07 -3.65072e-07 7.92707e-08 5.4512e-07 2.08228e-06 -2.27342e-08 1.39414e-07 5.03108e-08 -3.25307e-07 -1.93397e-07 -7.98982e-08 2.01418e-06 -3.91143e-07 6.62111e-07 -2.56314e-07 -3.73853e-07 -2.41925e-06 -2.0135e-07 -1.46165e-06 -3.53005e-07
internal_weight=0 3101 3079 3059 3030 55 2975 2952 256 2696 226 182 162 142 44 2674 1741 1721 933 907 881 114 767 93 745 720 56 664 43 633
internal_count=3121 3101 3079 3059 3030 55 2975 2952 256 2696 226 182 162 142 44 2674 1741 1721 933 907 881 114 767 93 745 720 56 664 43 633
is_linear=0
shrinkage=0.1


Tree=7010
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1373 150 1374 150 142 1348 484 49 1375 3 130 484 1375 482 483 42 123 484 2 1 14 3 10 34 4 14
split_gain=7.52653e-09 4.29733e-08 3.28018e-08 1.2191e-08 6.81958e-09 1.85351e-08 1.95767e-08 1.17039e-08 1.31378e-08 1.30124e-08 8.49553e-09 1.00465e-07 5.41763e-08 2.64007e-08 2.58488e-08 7.40588e-08 3.29392e-08 2.3383e-08 7.252e-08 3.76727e-08 1.5639e-08 1.55943e-08 1.53656e-08 1.44841e-08 2.33154e-08 2.57642e-08 2.17504e-08 6.09802e-08 1.37638e-08 1.99094e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.12416000000000001 -1.0000000180025095e-35 -0.047944999999999995 0.091180000000000011 0.11042000000000002 -0.15308499999999997 -0.086869999999999989 -0.23123999999999997 0.08764000000000001 -0.080114999999999978 0.089745000000000005 0.098395000000000024 0.086835000000000009 0.11679000000000002 0.08660000000000001 0.097845000000000015 0.13820500000000002 -0.073394999999999974 -0.00083499999999999991 0.0036750000000000007 -0.057544999999999992 0.51164000000000009 -0.31455999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 -6 8 -8 -10 12 13 -11 -12 -14 16 -16 19 -19 22 21 23 -15 26 -25 -26 28 -28 29 -18
right_child=1 4 -4 -5 5 -7 7 -9 9 10 11 -13 14 17 15 -17 20 18 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=1.4358126885418509e-07 4.5502195159012141e-06 -1.602119827846484e-06 -3.9733767871439343e-06 -2.4055148482407926e-06 -2.9696119947237261e-06 2.8521057906207559e-06 -2.4889125532873942e-06 1.8972414168136752e-06 -2.5196209844580156e-06 -4.950190954001631e-06 -2.4709831893396302e-06 6.5985273888600208e-06 3.5276363992882888e-06 -1.3498518600303018e-06 3.6128034935245525e-06 -4.3763602133738369e-06 3.1562670324092325e-06 -5.8996544714773337e-06 2.0451092382245408e-06 4.1085443385644325e-06 2.4276832610431252e-06 2.7205457586530558e-06 2.0368603935865048e-06 1.1845764649681062e-06 1.4374860120369703e-07 -4.0118456343566936e-06 6.3791917325772825e-06 -7.0326047443997251e-07 -2.0734222552221127e-06 -1.3250386680263775e-08
leaf_weight=176 21 26 25 21 22 23 21 33 20 22 39 25 21 37 26 38 20 20 27 33 27 21 21 27 25 37 20 31 32 2184
leaf_count=176 21 26 25 21 22 23 21 33 20 22 39 25 21 37 26 38 20 20 27 33 27 21 21 27 25 37 20 31 32 2184
internal_value=0 4.29776e-08 -5.61171e-07 -1.2815e-07 1.00895e-08 2.4787e-08 1.80069e-09 2.50893e-08 2.81782e-09 2.18248e-08 4.04231e-08 6.64511e-07 -9.38561e-09 -1.73627e-07 3.39375e-08 4.44889e-09 7.23961e-08 4.75626e-07 -1.33564e-06 1.41112e-06 3.44215e-08 7.46358e-09 -1.23628e-07 -1.65157e-08 -1.2681e-06 -2.3362e-06 3.21905e-08 2.07417e-06 -1.43842e-08 1.55111e-08
internal_weight=0 2899 222 197 2878 2852 2829 2807 2774 2753 2733 202 2531 177 2509 2488 2450 138 47 91 2424 2397 58 2376 89 62 2287 51 2236 2204
internal_count=3121 2899 222 197 2878 2852 2829 2807 2774 2753 2733 202 2531 177 2509 2488 2450 138 47 91 2424 2397 58 2376 89 62 2287 51 2236 2204
is_linear=0
shrinkage=0.1


Tree=7011
num_leaves=31
num_cat=0
split_feature=44 472 47 47 47 148 447 130 10 3 0 3 2 13 4 2 16 2 12 52 3 43 1210 16 15 15 12 16 16 51
split_gain=6.70133e-09 1.59317e-08 7.90444e-09 5.79228e-08 1.98048e-08 1.09263e-08 1.40535e-08 1.01797e-08 2.02158e-08 1.30525e-08 2.29243e-08 3.37349e-08 2.04813e-08 4.06208e-08 6.62105e-08 3.1588e-08 2.89292e-08 4.00733e-08 2.07075e-08 1.94654e-08 1.64862e-08 6.67096e-08 3.02114e-08 1.71679e-08 5.00171e-08 8.28286e-08 2.39336e-08 4.34567e-08 3.33252e-08 7.31249e-08
threshold=0.099360000000000018 0.087430000000000022 0.092165000000000011 0.096475000000000019 0.088915000000000008 -0.10069499999999999 0.094580000000000011 -0.22699999999999995 -0.23633499999999996 -0.096099999999999977 0.10455500000000001 -0.017889999999999996 0.10699500000000002 0.10002500000000002 0.024790000000000003 0.093175000000000022 -0.079109999999999986 0.097605000000000011 0.099815000000000015 -0.55061999999999989 -0.092984999999999984 -0.095049999999999982 -0.41266499999999995 -0.15241499999999997 -1.0000000180025095e-35 0.091650000000000023 0.11351500000000002 -0.066924999999999985 -0.094359999999999986 0.090560000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 -7 -9 12 20 -12 15 14 -14 -10 -17 -18 -15 -19 21 -11 -22 24 -24 -26 28 -28 29 -25
right_child=-2 -3 3 -5 -6 6 -8 8 9 10 11 -13 13 18 -16 16 17 19 -20 -21 22 -23 23 26 25 -27 27 -29 -30 -31
leaf_value=1.8549081673313596e-06 -1.4174854930553756e-06 2.7601223770207508e-06 -4.1954574830801784e-06 2.1688389176103209e-08 2.2875648687076117e-06 -2.0301840947922758e-06 -2.1933525862676046e-06 2.2984953830018643e-06 2.8089522730836942e-07 -5.5656944217237963e-06 -5.3913314752662702e-06 7.1485524481081841e-08 -6.3527721849823137e-06 3.240974375476721e-06 3.8529118195843432e-07 -8.8704946165307775e-07 6.9686836840529315e-06 4.1658321996302607e-06 -8.5878657843223165e-07 1.6815554121860951e-07 3.8621759674839495e-06 2.0578380237814353e-06 -7.3613605095339034e-08 2.9286637577914804e-06 -8.2352985786697399e-06 -3.1387458999564516e-07 -5.6827482600496641e-06 -1.97733572913596e-07 -4.1092825633925584e-09 -1.5449112229109438e-06
leaf_weight=32 33 21 37 272 39 24 29 39 227 24 20 26 25 28 35 20 22 21 22 29 20 22 198 113 22 33 20 52 1562 54
leaf_count=32 33 21 37 272 39 24 29 39 227 24 20 26 25 28 35 20 22 21 22 29 20 22 198 113 22 33 20 52 1562 54
internal_value=0 1.5137e-08 -3.65812e-09 -4.83277e-07 5.00773e-08 1.79839e-08 -3.89239e-09 1.99956e-08 3.86761e-08 4.71348e-09 -9.50973e-08 -2.30365e-06 5.08653e-07 -6.68001e-07 -2.42224e-06 9.14396e-07 2.47749e-06 3.41208e-06 1.43708e-06 1.84718e-06 -4.71758e-08 -1.91966e-06 -5.64533e-09 -4.33067e-08 -8.14664e-07 -3.48244e-06 6.50516e-08 -1.72135e-06 1.39442e-07 1.48212e-06
internal_weight=0 3088 3067 309 2758 2719 2687 2658 2634 2595 2166 46 429 110 60 319 92 72 50 50 2120 46 2074 2054 253 55 1801 72 1729 167
internal_count=3121 3088 3067 309 2758 2719 2687 2658 2634 2595 2166 46 429 110 60 319 92 72 50 50 2120 46 2074 2054 253 55 1801 72 1729 167
is_linear=0
shrinkage=0.1


Tree=7012
num_leaves=31
num_cat=0
split_feature=156 1425 52 475 471 152 475 475 484 13 475 1 1429 97 9 45 11 104 33 47 47 9 47 131 400 128 15 0 0 42
split_gain=6.8981e-09 1.06498e-08 8.67004e-09 1.81072e-08 1.52431e-08 9.87426e-09 8.66966e-09 1.01956e-07 6.40179e-08 2.37929e-08 2.23162e-08 1.43449e-08 1.8869e-08 9.42036e-09 1.26197e-08 1.06727e-08 5.54826e-08 2.82881e-08 8.01338e-09 8.47695e-09 5.75123e-08 4.82782e-08 1.67954e-08 1.06006e-08 1.29313e-08 1.03209e-08 2.13471e-08 2.78042e-08 5.32774e-08 5.12293e-08
threshold=0.32523500000000005 0.10129000000000002 -0.56741999999999992 -0.085754999999999984 0.10338500000000002 0.084430000000000019 -0.086279999999999982 -0.085684999999999997 0.085790000000000019 -0.08459499999999999 -0.08483499999999998 0.10325000000000002 0.084770000000000012 -0.086464999999999986 -0.092544999999999975 0.094030000000000016 -0.014494999999999999 0.077525000000000011 -0.0066799999999999993 0.092165000000000011 0.09585500000000001 -0.013509999999999999 0.089640000000000011 0.13767000000000004 -0.14175499999999996 0.090375000000000025 -0.068899999999999975 -0.079459999999999989 -0.081784999999999983 -0.11051499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 -8 9 -4 -9 12 -11 -12 -15 16 -16 18 -18 21 -21 -20 23 24 -23 -26 -27 28 -28 -29
right_child=-2 -3 4 -5 -6 -7 7 10 -10 11 13 -13 -14 14 15 -17 17 -19 19 20 -22 22 -24 -25 25 26 27 29 -30 -31
leaf_value=3.6091023827111717e-06 1.8063085354653941e-06 -2.0678398695963553e-06 3.0825238236107199e-06 -5.4831432201105852e-07 -2.5254566641782125e-06 1.9838631596940106e-06 6.9657091823197945e-06 -2.9440837194600204e-06 -5.590913132357895e-06 2.7494274578906874e-07 -2.1634463649888859e-06 1.721415032420737e-06 -3.3780085415785909e-06 2.4567751725477314e-06 5.2647244910986054e-06 -1.8489674762496443e-06 1.6594979523029779e-06 -3.7686050188767697e-06 4.3342124286027687e-06 -5.7014573349079007e-06 -1.3265942725990731e-07 2.1094560573449902e-06 -2.8841012908742416e-06 -2.1587373752977739e-06 7.2695606798837346e-08 -3.8438583123934224e-06 2.8509780102704888e-07 4.6664717010571627e-06 -5.7937362736906621e-06 -1.8730478280343484e-06
leaf_weight=20 21 25 23 22 24 25 21 26 23 31 20 20 26 21 20 31 29 20 26 20 255 30 20 22 2165 20 46 25 21 23
leaf_count=20 21 25 23 22 24 25 21 26 23 31 20 20 26 21 20 31 29 20 26 20 255 30 20 22 2165 20 46 25 21 23
internal_value=0 -1.22244e-08 4.48787e-09 1.43141e-06 -1.52717e-08 4.74976e-09 -1.18313e-08 2.3511e-08 -8.339e-07 2.60214e-07 -2.78221e-08 -5.82814e-07 -1.39132e-06 -8.77257e-10 1.46028e-08 -3.8918e-09 1.69679e-08 -2.15902e-08 6.14495e-09 -1.17927e-08 -5.37663e-07 4.85136e-08 1.53709e-09 2.60748e-08 4.6704e-08 1.97985e-08 -8.28514e-07 -3.04107e-07 -1.62021e-06 1.53295e-06
internal_weight=0 3100 3075 42 3033 3009 2984 2861 123 100 2840 77 57 2814 2794 2773 2742 2722 2702 2673 275 2398 2372 2352 2330 2300 135 115 67 48
internal_count=3121 3100 3075 42 3033 3009 2984 2861 123 100 2840 77 57 2814 2794 2773 2742 2722 2702 2673 275 2398 2372 2352 2330 2300 135 115 67 48
is_linear=0
shrinkage=0.1


Tree=7013
num_leaves=31
num_cat=0
split_feature=96 34 34 2 0 9 2 44 44 2 132 13 1211 1213 403 15 160 403 42 132 15 1 15 133 402 480 403 1212 4 484
split_gain=6.30233e-09 9.12333e-09 1.81597e-08 7.55791e-09 4.39539e-08 3.22538e-08 9.18836e-09 7.40396e-09 1.81527e-08 1.04363e-08 7.54563e-08 2.06274e-07 1.45807e-07 5.17822e-08 6.09565e-08 4.36712e-08 4.37167e-08 3.66794e-08 5.12131e-08 3.42119e-08 3.24669e-08 6.65644e-08 4.10965e-08 3.71014e-08 4.68334e-08 3.1522e-08 3.21576e-08 2.91487e-08 3.18056e-08 3.68054e-08
threshold=0.086110000000000006 -0.08786999999999999 -0.084564999999999987 -0.080614999999999978 -0.080119999999999983 0.092890000000000014 -0.0091949999999999983 0.099360000000000018 1.0000000180025095e-35 0.083715000000000026 -0.083284999999999984 -0.01163 0.11048500000000001 0.04198000000000001 -0.54448499999999989 0.11842000000000001 -0.54200499999999985 -0.54856499999999986 0.088670000000000013 -0.010289999999999999 -0.10203999999999998 0.097115000000000021 -0.092919999999999989 -0.14717499999999997 0.10323000000000002 0.11191000000000002 -0.5335399999999999 0.091580000000000009 -0.011559999999999999 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -5 8 9 10 11 -8 13 14 -12 16 -16 18 -11 -18 21 -21 -22 -24 27 26 -19 28 29 -25
right_child=-2 2 3 6 5 -7 7 -9 -10 17 12 -13 -14 -15 15 -17 19 25 -20 20 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=1.6968822819762864e-06 -1.1748737382630579e-06 -2.8631181769676255e-06 4.7823488568031856e-06 -2.1416504919358205e-06 -2.9872471309296865e-06 1.776900015405166e-06 1.1804987225048081e-05 -1.5281457741190438e-06 2.8871006724722808e-06 4.7746616246513443e-07 -5.0686816870265397e-06 -2.2270331431751733e-06 -6.4980739906239655e-06 4.4815295234457153e-06 5.0097103915256667e-06 -3.2168181156345285e-06 4.3963645095703088e-06 3.6248592669321429e-06 -6.6788676213036519e-06 6.6182714555867754e-06 -4.3332955967690358e-06 -7.670325938026789e-07 -2.9446023516504068e-06 2.4091197721237884e-06 4.5164783942810676e-06 2.8896737461536762e-06 -1.3458869400049032e-07 3.3927352188374456e-06 1.2817149414335903e-06 -1.4591438752946196e-06
leaf_weight=32 45 22 22 20 27 30 20 31 22 20 21 22 32 30 22 31 21 23 20 23 21 26 34 29 27 36 2117 26 107 162
leaf_count=32 45 22 22 20 27 30 20 31 22 20 21 22 32 30 22 31 21 23 20 23 21 26 34 29 27 36 2117 26 107 162
internal_value=0 1.71858e-08 -4.71959e-10 2.0368e-08 9.85608e-07 -4.79801e-07 -5.54232e-09 9.07354e-09 2.55513e-08 3.61612e-09 3.54634e-07 4.45488e-06 7.32443e-08 4.358e-07 2.15124e-07 4.24878e-07 6.5157e-07 -9.99785e-08 -3.1007e-06 4.50143e-07 2.6801e-07 2.69954e-06 -2.54507e-08 2.09523e-07 5.1505e-07 -4.48181e-08 -9.41834e-08 1.81598e-07 -9.85682e-08 -8.71816e-07
internal_weight=0 3076 3044 3022 79 57 2943 2923 2892 2870 654 42 612 580 550 529 498 2216 40 476 455 49 406 385 351 2176 2140 324 298 191
internal_count=3121 3076 3044 3022 79 57 2943 2923 2892 2870 654 42 612 580 550 529 498 2216 40 476 455 49 406 385 351 2176 2140 324 298 191
is_linear=0
shrinkage=0.1


Tree=7014
num_leaves=31
num_cat=0
split_feature=132 393 15 1186 3 399 2 16 15 12 12 16 16 133 133 132 1447 2 480 1456 2 1456 481 484 1453 43 3 3 402 1213
split_gain=7.56652e-09 3.69906e-08 2.5457e-08 1.08404e-08 7.27065e-09 7.04738e-09 2.88108e-08 1.36915e-08 1.57797e-08 6.29068e-09 1.93198e-08 3.08947e-08 2.57928e-08 1.7941e-08 2.55057e-08 2.9919e-08 2.21822e-08 6.74389e-08 4.53529e-08 3.936e-08 1.24805e-07 5.44319e-08 2.96731e-08 8.46852e-08 3.53664e-08 2.6841e-08 1.01386e-07 1.64657e-07 4.31049e-08 3.43676e-08
threshold=-0.083174999999999985 0.12069000000000002 0.092400000000000024 0.049580000000000006 -0.092644999999999991 0.085965000000000014 0.089320000000000024 -0.090054999999999982 0.084655000000000022 0.086305000000000007 0.086850000000000024 -0.084119999999999986 -0.013324999999999998 0.18829500000000002 0.11269500000000002 0.10833500000000001 -0.086304999999999979 0.08622500000000001 0.08610000000000001 0.086355000000000015 0.086100000000000024 0.081770000000000023 -0.081539999999999987 0.065750000000000017 -0.082454999999999987 0.0034250000000000005 -0.082404999999999992 -0.0037349999999999996 -0.085859999999999978 -0.090764999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 -1 6 -6 -7 -9 13 11 -11 -13 14 15 16 17 -2 -19 21 -21 22 23 -18 -24 28 -27 -28 -26 -30
right_child=1 -3 -4 -5 5 7 -8 8 -10 10 -12 12 -14 -15 -16 -17 19 18 -20 20 -22 -23 24 -25 25 26 27 -29 29 -31
leaf_value=-1.5424629720447077e-06 -5.964893840427976e-06 4.2248267683524846e-06 -3.5686736478055542e-06 -2.3287113814755386e-06 -2.6711579882812069e-06 -8.7583997989375869e-07 1.4877829394737635e-06 3.8474573853897672e-06 4.560237651757609e-07 -1.570433141750982e-06 7.1977283839803856e-08 5.8667514031185426e-06 1.2605971916503135e-06 -2.9792828689261857e-06 3.0637376039521774e-06 -3.5190136216556313e-06 6.3967683008741008e-06 4.0231550622138459e-06 -2.7112978806798084e-06 8.7046433128264103e-06 -9.4739406122428318e-07 -3.9497438415815446e-06 -4.2705725752512083e-06 -2.3334482058601228e-06 4.3177144524027732e-06 1.4947380141923835e-06 -1.1524779997427817e-05 8.5473868280546012e-07 -2.9609200448642182e-06 1.5041847149615064e-07
leaf_weight=24 25 21 25 21 31 28 36 23 34 20 1481 20 31 22 25 26 25 20 20 21 37 36 20 20 24 48 21 22 37 877
leaf_count=24 25 21 25 21 31 28 36 23 34 20 1481 20 31 22 25 26 25 20 20 21 37 36 20 20 24 48 21 22 37 877
internal_value=0 4.30858e-08 -5.62666e-07 -1.81193e-07 7.50454e-08 3.30441e-07 -4.36503e-07 9.34974e-07 1.8245e-06 1.25727e-08 1.49229e-07 1.76063e-06 3.06693e-06 -1.47375e-07 -9.95972e-08 -1.61429e-07 -9.17589e-08 -1.89054e-06 6.55929e-07 6.65938e-09 2.54731e-06 -1.23746e-07 2.15557e-09 2.51667e-06 -1.05712e-07 -2.47625e-08 -1.66449e-06 -5.19107e-06 1.34316e-07 2.44671e-08
internal_weight=0 2899 222 197 176 152 67 85 57 2878 1552 71 51 1326 1304 1279 1253 65 40 1188 58 1130 1094 45 1049 1029 91 43 938 914
internal_count=3121 2899 222 197 176 152 67 85 57 2878 1552 71 51 1326 1304 1279 1253 65 40 1188 58 1130 1094 45 1049 1029 91 43 938 914
is_linear=0
shrinkage=0.1


Tree=7015
num_leaves=31
num_cat=0
split_feature=132 132 15 1186 390 133 1182 129 129 4 1132 131 128 128 132 401 402 42 42 15 15 480 130 42 483 160 12 3 42 47
split_gain=6.12897e-09 3.2348e-08 2.06202e-08 8.78076e-09 7.2997e-09 1.79123e-08 6.77116e-09 8.12723e-09 6.70262e-09 1.33366e-08 1.02821e-08 7.30743e-09 1.05528e-08 1.49282e-08 9.85692e-09 1.09518e-08 2.95184e-08 2.7796e-08 2.3777e-08 1.04322e-08 2.83256e-08 2.10976e-08 1.23595e-08 2.01418e-08 9.95526e-09 1.54144e-08 3.1225e-08 5.38238e-08 3.78051e-08 1.26842e-08
threshold=-0.083174999999999985 -0.050879999999999988 0.092400000000000024 0.049580000000000006 0.087590000000000015 -0.089569999999999983 0.084790000000000018 0.11091000000000001 0.10311000000000002 -0.077999999999999986 -1.0000000180025095e-35 0.13612500000000002 0.10670500000000001 0.099125000000000005 0.13831000000000002 -0.13200999999999999 -0.43418999999999991 0.11066000000000001 0.11839500000000001 0.12044500000000001 0.12961500000000001 0.11747 -0.22699999999999995 0.13393000000000002 -0.47181499999999993 0.10908000000000002 0.090695000000000012 0.088060000000000013 0.083595000000000017 0.094460000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 8 10 -10 -3 12 13 14 15 17 -17 -12 -19 21 -21 22 -18 24 -24 29 27 28 -27 -26
right_child=1 4 -4 -5 5 -7 -8 -9 9 -11 11 -13 -14 -15 -16 16 19 18 -20 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=6.7541619715298536e-08 3.4839461753327435e-06 -2.2041599525631943e-06 -3.2118063500092833e-06 -2.0958407325062062e-06 3.4639978798622908e-06 -7.682971590838861e-07 -1.6850985446126288e-06 -1.582813856515486e-06 2.9142108103216112e-06 -5.2971439159095593e-07 4.2938812882875071e-06 1.7189075697388037e-06 1.8356440384356957e-06 -2.6757716130175269e-06 -2.2105143489170587e-06 -3.4342529429522989e-06 -2.3558083161002621e-06 -2.2623339048048292e-06 2.3452118728614769e-06 4.0906868968665117e-06 1.5391702098323355e-07 -3.1075067836768128e-06 1.8701571889323533e-06 2.9076459327370687e-06 1.1658981883930275e-07 4.1388399875603898e-06 -3.9920214784035191e-06 -4.7555434980495197e-06 -7.3570497090436335e-07 -6.5366379461787956e-07
leaf_weight=176 27 21 25 21 20 20 24 32 23 22 21 25 31 21 20 25 22 24 21 23 89 22 28 24 1958 26 29 20 41 240
leaf_count=176 27 21 25 21 20 20 24 32 23 22 21 25 31 21 20 25 22 24 21 23 89 22 28 24 1958 26 29 20 41 240
internal_value=0 3.87817e-08 -5.06399e-07 -1.63073e-07 6.3933e-09 1.34785e-06 -1.25538e-08 1.74142e-09 2.00072e-08 1.23051e-06 6.10788e-11 1.71418e-08 1.29664e-09 -2.01294e-08 1.05116e-09 1.79786e-08 -1.49772e-08 1.28977e-06 -1.12146e-07 1.89173e-08 9.62361e-07 -2.49274e-08 3.47157e-09 2.54091e-08 -4.12707e-09 -2.68064e-08 -1.15029e-06 -2.03045e-07 1.15591e-06 3.24857e-08
internal_weight=0 2899 222 197 2872 40 2832 2808 2776 45 2731 2710 2685 2654 2633 2613 2547 66 45 2522 112 2410 2388 2366 2342 2314 116 87 67 2198
internal_count=3121 2899 222 197 2872 40 2832 2808 2776 45 2731 2710 2685 2654 2633 2613 2547 66 45 2522 112 2410 2388 2366 2342 2314 116 87 67 2198
is_linear=0
shrinkage=0.1


Tree=7016
num_leaves=31
num_cat=0
split_feature=132 1186 1185 15 47 10 33 47 47 1453 484 47 15 47 1373 133 1373 457 457 448 447 48 457 51 133 15 15 159 2 457
split_gain=6.54814e-09 1.86968e-07 1.07036e-07 1.70679e-08 6.17036e-09 8.90757e-08 6.92739e-08 1.9468e-08 1.41842e-08 1.14626e-08 1.9266e-08 2.02452e-08 2.31548e-08 2.04445e-08 9.57451e-09 6.38942e-08 9.56165e-08 2.28855e-08 1.67492e-08 1.68356e-08 2.41598e-08 1.18439e-08 1.39367e-08 9.92916e-09 2.15942e-08 1.88528e-08 3.46558e-08 2.47352e-08 2.28221e-08 1.87705e-08
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.097970000000000015 0.091210000000000013 -1.0000000180025095e-35 -0.075319999999999984 0.10843500000000002 -0.095869999999999983 0.11328000000000001 1.0000000180025095e-35 0.08622500000000001 0.08789000000000001 0.31508000000000008 0.11612500000000002 0.030280000000000001 0.09290000000000001 -0.11155999999999998 0.09228500000000002 0.096505000000000021 -0.040449999999999993 -0.089024999999999979 -0.082809999999999981 -1.0000000180025095e-35 0.11585500000000001 -0.096529999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 6 -6 -4 -7 14 -9 -11 12 -12 -13 17 16 -16 18 19 20 21 -8 23 29 -25 27 -27 -26 -28 -23
right_child=2 -3 4 -5 5 7 8 9 -10 10 11 13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 24 25 26 28 -29 -30 -31
leaf_value=-9.4289777647709132e-08 -6.9884673890059778e-06 9.2707348510533524e-06 -4.813701822664977e-06 -2.8906256329719327e-06 6.889994701850811e-06 -2.7423173274125176e-06 -2.075333746225689e-06 2.5352472852091525e-06 2.6079997756564162e-06 -1.9874843672322384e-06 4.0853608343890557e-06 -3.1589224852268673e-06 1.852392789000338e-08 2.9865529745235359e-07 8.5567312957834939e-06 -2.8955942385577008e-06 -4.310104251434778e-07 -2.7355180814157074e-06 2.5738500557963565e-06 -2.6094602376360856e-06 3.3760317018320731e-06 -2.9423494306288577e-06 2.0662048367370292e-06 3.3170073982966222e-06 9.7200504319516777e-07 4.7191258596512855e-06 -6.1598984892779778e-07 -3.3202464703075248e-06 2.7260994708437164e-06 -6.9691912670936172e-08
leaf_weight=172 22 22 30 25 20 24 28 20 21 39 28 20 28 118 20 26 29 31 25 25 21 23 32 26 25 20 84 29 27 2061
leaf_count=172 22 22 30 25 20 24 28 20 21 39 28 20 28 118 20 26 29 31 25 25 21 23 32 26 25 20 84 29 27 2061
internal_value=0 5.27273e-07 -3.97952e-08 -4.49155e-07 1.32849e-08 4.44946e-07 -3.63486e-08 -2.04004e-08 1.97895e-08 2.37805e-07 4.05998e-08 4.48307e-07 2.05194e-06 -2.02443e-07 -1.6767e-09 1.11133e-06 3.23746e-06 -3.56513e-08 -1.15178e-09 -2.79635e-08 -8.01333e-10 -3.09132e-08 -6.3134e-09 -3.52113e-08 6.1848e-07 2.39227e-07 8.87359e-07 -1.33309e-06 1.96951e-07 -1.01396e-07
internal_weight=0 219 2902 197 2880 297 2583 277 2553 253 233 194 56 138 2532 75 49 2457 2426 2401 2376 2355 2327 2295 211 185 131 54 111 2084
internal_count=3121 219 2902 197 2880 297 2583 277 2553 253 233 194 56 138 2532 75 49 2457 2426 2401 2376 2355 2327 2295 211 185 131 54 111 2084
is_linear=0
shrinkage=0.1


Tree=7017
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1186 391 128 40 10 0 34 9 9 4 2 2 16 1373 457 150 2 1456 4 155 16 11 2 401 3 160 3
split_gain=6.08462e-09 4.19821e-08 2.08354e-08 5.83398e-09 1.59966e-08 1.07364e-08 1.38093e-08 7.26188e-09 2.5119e-08 3.31785e-08 2.15122e-08 1.36926e-08 8.66917e-09 7.58655e-09 5.35418e-08 3.15887e-08 2.16402e-08 3.51706e-08 2.17021e-08 2.30833e-08 4.8972e-08 3.68858e-08 2.34577e-08 4.70016e-08 3.14298e-08 2.22954e-08 2.19844e-08 2.86042e-08 2.58883e-08 2.63278e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.090275000000000008 -0.086319999999999994 0.11876500000000001 0.13899500000000004 0.0036750000000000007 -0.080119999999999983 -0.010024999999999997 0.091600000000000015 0.085555000000000006 0.63113500000000011 0.10584500000000001 0.10644500000000001 -0.5435399999999998 1.0000000180025095e-35 0.11577000000000001 0.11235000000000002 0.10912000000000001 -1.0000000180025095e-35 -0.0073899999999999999 0.14547000000000002 0.6352000000000001 0.085630000000000026 0.11177500000000001 0.093120000000000022 -0.11171999999999999 0.087570000000000023 0.16158000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 7 10 -9 -10 11 12 13 -6 -15 -16 17 18 19 21 -21 -17 23 24 25 -22 27 -27 29 -29
right_child=1 3 -4 -5 5 -7 -8 8 9 -11 -12 -13 -14 14 15 16 -18 -19 -20 20 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-1.3651717927015064e-07 4.4935993390113476e-06 -2.8282701805437684e-06 -3.0545959532446434e-06 1.2537239288920662e-06 7.045733896634073e-08 2.1159150468482341e-06 -2.6264620046845267e-06 3.8240162356570094e-06 -3.1821903988316084e-06 1.8313130291944342e-06 -3.1309122091856396e-06 2.6156839567192949e-06 2.0634313773371104e-06 -5.4170058672298189e-06 3.0620928477031253e-06 -3.003704706864086e-07 2.9169751996960261e-06 -4.350415932466686e-06 2.8042327192617285e-06 4.6817127315534887e-06 -2.9924246813179173e-06 -5.2830352577378415e-06 2.8891427118218244e-06 -5.267546268896695e-06 2.8131719015315564e-06 -4.0070544770287602e-06 2.6108640611255398e-06 -2.5334780479562888e-08 3.0308505239934844e-06 -2.3885303073238144e-06
leaf_weight=194 21 20 28 37 1989 24 20 22 22 33 22 20 20 20 29 39 20 22 22 20 34 24 21 20 30 22 24 220 22 60
leaf_count=194 21 20 28 37 1989 24 20 22 22 33 22 20 20 20 29 39 20 22 22 20 34 24 21 20 30 22 24 220 22 60
internal_value=0 3.86408e-08 -5.04563e-07 6.13414e-09 -1.01139e-08 9.86589e-09 -8.20532e-09 1.06514e-08 9.68227e-07 -1.74088e-07 -1.66572e-08 8.92664e-09 -1.06878e-08 -2.64127e-08 -3.23292e-07 -1.6133e-07 -3.17128e-07 -4.28649e-07 -2.74028e-07 -4.00374e-07 -1.60874e-07 -2.19853e-06 -3.74674e-07 -5.33332e-07 -3.03516e-07 -5.48282e-07 -3.09486e-07 -5.25809e-07 -2.72208e-07 -5.31734e-07
internal_weight=0 2899 222 2878 2841 2821 2797 2777 77 55 2700 2678 2658 2638 649 629 600 580 558 536 473 63 453 432 412 382 348 324 302 280
internal_count=3121 2899 222 2878 2841 2821 2797 2777 77 55 2700 2678 2658 2638 649 629 600 580 558 536 473 63 453 432 412 382 348 324 302 280
is_linear=0
shrinkage=0.1


Tree=7018
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 131 133 0 0 0 13 16 402 4 129 133 13 13 403 0 1210 16 13 43 13 13 0 49 16 133 16
split_gain=6.47133e-09 1.80906e-07 9.84786e-08 2.47736e-08 7.42151e-09 1.19513e-08 1.3963e-08 1.17941e-08 6.04654e-09 6.65542e-09 6.01781e-09 3.19603e-08 3.11646e-08 1.93298e-08 1.87105e-08 1.82201e-08 4.14866e-08 1.01716e-07 6.3537e-08 1.83865e-07 1.53749e-07 3.48515e-08 6.38496e-08 3.09967e-08 2.92925e-08 2.89939e-08 2.46911e-08 2.35395e-08 3.53599e-08 2.06883e-08
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.076979999999999979 -0.37971999999999995 -0.082724999999999979 -0.079119999999999982 -0.087084999999999982 -0.012119999999999997 -0.15241499999999997 0.090045000000000014 -0.064804999999999988 -0.082304999999999975 -0.054584999999999995 -0.088319999999999996 -0.089109999999999981 -0.0064299999999999991 -0.083804999999999977 -0.018549999999999994 -0.082179999999999989 -0.087074999999999986 -0.022084999999999997 -0.086804999999999979 -0.091054999999999983 -0.068944999999999992 -0.008964999999999999 -0.092804999999999985 -0.11008499999999999 -0.088909999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 7 8 -6 9 -7 11 12 -4 -12 -14 16 18 -18 19 -15 -20 22 26 -23 27 -22 -17 28 -21 -29
right_child=2 -3 10 -5 5 6 -8 -9 -10 -11 13 -13 14 15 -16 21 17 -19 20 24 25 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=1.3423381858501671e-06 -6.704667281486433e-06 9.3494284545245361e-06 -3.3153661872477515e-06 -3.7488463681256693e-06 -4.435753020342894e-08 -9.4432642030865692e-07 2.0198117800690299e-06 -3.3575442599116787e-06 -1.6028974308331574e-06 1.5761693975946401e-06 3.0263248680222949e-06 -3.2677586582795976e-06 2.2164200018801821e-06 -9.3229156587684969e-06 -8.4708384359876807e-08 -2.6606197463271049e-06 -1.3131407499145098e-06 8.7722820114777282e-06 8.264395278127913e-06 3.5336672176021647e-06 -3.3209350158358575e-06 3.6616041073933091e-06 -6.4342463474531548e-06 -3.1639847676559763e-08 3.9313288877451673e-06 1.0665496986683913e-06 1.6117143639077414e-06 -3.7814041228384235e-06 -1.1148623214770243e-06 -3.2578389211744486e-07
leaf_weight=32 22 21 28 20 21 22 31 22 30 20 22 34 39 22 376 24 20 20 31 36 20 23 24 1899 20 61 31 21 30 99
leaf_count=32 22 21 28 20 21 22 31 22 30 20 22 34 39 22 376 24 20 20 31 36 20 23 24 1899 20 61 31 21 30 99
internal_value=0 5.24173e-07 -3.95596e-08 -4.11839e-07 -3.68944e-08 -3.39192e-07 2.45393e-07 -1.73948e-06 -5.18593e-07 2.5591e-07 1.13544e-08 -3.1309e-07 -8.63211e-08 7.57573e-08 1.31542e-07 4.84946e-08 6.8328e-07 3.72957e-06 3.24893e-07 -6.33217e-07 2.27533e-06 -7.20544e-08 -2.13055e-06 1.25561e-08 2.94809e-07 -1.67799e-08 -2.52577e-07 -9.62147e-08 1.4207e-06 -9.30517e-07
internal_weight=0 219 2902 198 178 146 103 43 72 42 2880 477 443 2403 415 2381 380 40 340 228 112 2001 79 1922 206 81 55 186 66 120
internal_count=3121 219 2902 198 178 146 103 43 72 42 2880 477 443 2403 415 2381 380 40 340 228 112 2001 79 1922 206 81 55 186 66 120
is_linear=0
shrinkage=0.1


Tree=7019
num_leaves=31
num_cat=0
split_feature=1429 156 1429 132 1185 1203 51 12 133 403 1186 2 16 151 150 12 42 457 133 1371 1 10 9 9 1 1 1447 481 0 403
split_gain=6.10558e-09 2.24956e-08 1.00573e-08 6.07413e-09 4.60986e-08 1.32839e-08 7.08828e-09 6.21791e-09 9.91181e-09 1.38916e-08 6.77247e-09 7.61644e-09 5.76247e-09 1.98698e-08 3.15109e-08 2.81058e-08 2.27979e-08 1.90979e-08 1.21833e-08 1.17345e-08 1.0983e-08 1.94266e-07 8.35204e-08 1.00618e-07 6.13386e-08 8.18004e-08 3.25618e-08 2.85174e-08 5.98448e-08 2.9025e-08
threshold=-0.23752499999999996 0.32523500000000005 -0.094049999999999981 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.035765000000000012 0.11527000000000001 -0.37971999999999995 -0.020569999999999995 -0.010834999999999999 0.085045000000000023 -0.5009849999999999 0.0014250000000000003 0.12068000000000002 0.087005000000000013 0.087745000000000004 0.085360000000000005 0.087495000000000003 0.095040000000000013 0.09253500000000002 -1.0000000180025095e-35 0.089995000000000006 0.10860500000000002 0.093100000000000002 0.093700000000000019 0.059120000000000013 -0.087424999999999989 -0.086554999999999979 -0.55327499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 8 -4 10 -10 -12 13 14 15 17 -17 18 -6 20 21 -14 24 -24 -22 -26 27 28 -23 -29
right_child=1 -3 3 4 12 -7 -8 -9 9 -11 11 -13 19 -15 -16 16 -18 -19 -20 -21 22 26 23 -25 25 -27 -28 29 -30 -31
leaf_value=-1.6600333589684109e-06 -1.8634037023103104e-06 3.3547195220862137e-06 -1.5564754368082696e-06 4.7147041966257222e-06 -2.4067675546011115e-07 -2.5343910367934898e-06 -1.640439726433497e-06 1.7080175609862637e-06 1.1588979008513929e-06 2.4990541177153911e-06 -2.0924846593415066e-06 2.2262110671060024e-07 -9.8990594040060397e-06 -2.8202250702281985e-06 3.4721189670314995e-06 -8.2482475273574587e-07 3.3753173549858474e-06 -4.1544825944583871e-06 -2.7454102964838969e-06 2.4682296037781271e-06 -4.9730873046349236e-06 1.6909877538874637e-06 9.8180257356261798e-06 -2.1283745468281268e-07 6.5785442438937031e-06 8.9576304697182521e-08 3.0318658744883058e-06 3.4076643014486763e-06 -4.913624404841411e-06 -2.5302553019843816e-08
leaf_weight=22 29 20 38 21 87 28 29 20 23 23 27 30 20 31 22 24 28 20 25 20 23 23 20 20 20 678 35 25 34 1656
leaf_count=22 29 20 38 21 87 28 29 20 23 23 27 30 20 31 22 24 28 20 25 20 23 23 20 20 20 678 35 25 34 1656
internal_value=0 1.17817e-08 -9.9327e-09 7.69046e-09 4.68442e-08 -5.00949e-07 -2.01284e-07 5.79424e-08 -1.76111e-07 3.3315e-07 -2.89548e-07 -8.74008e-07 1.19723e-08 -4.59878e-07 -1.0468e-07 -5.32341e-07 1.43679e-06 -1.30806e-06 -7.99769e-07 5.54177e-08 3.65233e-08 -9.85755e-08 3.54831e-07 4.80259e-06 1.08076e-07 2.75507e-07 1.19771e-08 -4.88377e-08 -2.24861e-06 2.57529e-08
internal_weight=0 3099 3079 3050 2832 218 190 161 141 103 80 57 2811 237 206 184 52 132 112 2574 2554 1793 761 40 721 698 1773 1738 57 1681
internal_count=3121 3099 3079 3050 2832 218 190 161 141 103 80 57 2811 237 206 184 52 132 112 2574 2554 1793 761 40 721 698 1773 1738 57 1681
is_linear=0
shrinkage=0.1


Tree=7020
num_leaves=31
num_cat=0
split_feature=472 1429 1429 132 1203 394 50 129 1177 15 15 48 15 482 482 484 158 160 160 1 2 1 1 160 484 483 50 9 2 4
split_gain=7.17568e-09 1.43054e-08 9.95079e-09 6.5206e-09 1.87672e-07 9.53275e-08 3.24486e-08 6.76066e-09 7.26328e-09 7.43694e-09 5.51565e-08 9.05977e-08 3.40933e-08 2.53108e-08 5.3243e-08 4.8982e-08 3.62594e-08 2.37983e-08 4.09705e-08 2.52936e-08 1.84453e-07 1.78121e-07 4.12005e-08 2.90603e-08 2.68595e-08 4.8625e-08 3.10925e-08 1.7936e-08 1.77392e-08 2.45315e-08
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.083284999999999984 0.089480000000000018 0.12358500000000001 0.093975000000000017 -0.082304999999999975 -0.047249999999999993 -0.088429999999999995 -0.090644999999999989 0.087215000000000015 -0.087679999999999994 0.098465000000000011 0.090355000000000005 0.10126500000000001 0.10654500000000001 0.10908000000000002 0.096485000000000015 0.09253500000000002 0.084145000000000011 0.095285000000000022 0.099990000000000009 0.058535000000000011 -0.081614999999999979 0.086230000000000015 0.081075000000000022 0.087755000000000014 0.10444500000000002 0.10924000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 7 -4 -5 -9 10 13 -12 -11 14 15 16 17 18 19 20 -10 -21 -23 -24 -22 26 28 -14 29 -26
right_child=1 2 3 5 -6 -7 -8 8 9 12 11 -13 27 -15 -16 -17 -18 -19 -20 21 24 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.7224645110521426e-06 2.4980100346036366e-06 -1.9921891635021892e-06 2.0528571668769553e-08 1.5386205593037222e-06 9.5218867240224175e-06 -6.9087222226471577e-06 -4.1420877484673239e-06 -1.8059645185530826e-06 -8.7072162757437958e-06 3.4650126711236835e-06 -9.4279217235551286e-08 -8.0865348912123859e-06 3.4235160479546717e-08 -3.3366571208468738e-06 4.2282993016821518e-06 -4.8316085283096033e-06 3.6630203163036235e-06 -3.1035464562592094e-06 3.8509636694967682e-06 9.567197135993412e-06 3.0362903783253827e-06 -4.3439371841652081e-06 -1.885056273184508e-07 3.2066807380358244e-06 -5.9759207614108949e-07 -4.8639248494250106e-06 3.4931174641315009e-06 2.7298665522721421e-06 -3.1001467414171203e-06 3.2993510501455603e-06
leaf_weight=24 23 25 173 29 21 20 21 22 27 30 37 23 1949 22 30 21 27 25 27 20 27 22 253 28 84 21 25 25 20 20
leaf_count=24 23 25 173 29 21 20 21 22 27 30 37 23 1949 22 30 21 27 25 27 20 27 22 253 28 84 21 25 25 20 20
internal_value=0 1.33454e-08 -5.24511e-09 1.10467e-08 5.41987e-07 -2.92329e-08 -4.30064e-07 1.96619e-08 3.84506e-09 1.82554e-08 -2.48329e-07 -3.15798e-06 1.19222e-07 1.42629e-09 1.09902e-07 -8.10596e-08 7.83039e-08 -8.32777e-08 4.82672e-08 -1.39434e-07 -9.55996e-07 4.2685e-07 -1.76474e-07 1.49805e-07 1.06354e-07 -3.58989e-07 2.75935e-07 6.83744e-08 -3.72691e-07 1.5182e-07
internal_weight=0 3097 3074 3049 215 2834 194 2814 2785 2763 759 60 2004 699 677 647 626 599 574 547 224 323 303 281 197 170 149 1974 124 104
internal_count=3121 3097 3074 3049 215 2834 194 2814 2785 2763 759 60 2004 699 677 647 626 599 574 547 224 323 303 281 197 170 149 1974 124 104
is_linear=0
shrinkage=0.1


Tree=7021
num_leaves=31
num_cat=0
split_feature=394 1429 156 11 3 155 158 1452 1453 1455 1455 1456 1455 482 43 130 130 52 12 12 142 16 11 1454 1456 153 34 13 0 0
split_gain=6.89624e-09 6.48293e-09 2.02587e-08 8.60971e-09 2.93628e-08 1.17255e-08 7.87559e-09 8.27813e-09 7.36039e-09 1.5115e-08 4.06735e-08 3.10716e-08 1.04286e-08 9.07547e-09 8.08804e-09 2.19264e-08 1.81886e-08 1.51051e-08 9.68519e-09 8.46842e-09 2.71005e-08 1.74545e-08 1.51676e-08 1.10673e-08 1.02443e-08 1.18232e-08 8.98834e-09 2.24783e-08 1.03069e-08 2.5906e-08
threshold=0.15288500000000002 -0.23752499999999996 0.32523500000000005 0.097680000000000017 -0.14847999999999997 0.14109500000000003 -0.47382999999999992 -0.073879999999999987 0.087805000000000008 -0.097209999999999977 -0.089344999999999994 -0.23007499999999997 -0.065979999999999983 -1.0000000180025095e-35 -0.50216499999999986 -0.22699999999999995 -0.14779999999999996 0.090245000000000006 0.087075000000000014 0.12757000000000002 -0.057499999999999989 0.0028900000000000006 -0.014494999999999999 0.104035 0.11510000000000002 0.08351500000000002 -0.085739999999999983 -0.085584999999999981 0.12500000000000003 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 -8 9 11 -11 -9 -12 -14 17 -16 -17 18 -15 20 -18 -21 -22 24 25 26 27 -24 29 -28
right_child=-2 2 -4 4 -6 -7 7 8 -10 10 12 -13 13 14 15 16 19 -19 -20 21 22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-1.7246472525171571e-06 1.5623219431810348e-06 -1.821992124935908e-06 3.1703918182302006e-06 -3.9402442899185903e-06 9.648399414940146e-07 2.3534527893313378e-06 1.7398143730436762e-06 7.9954384199525168e-07 1.3822626196751781e-06 4.2737336209277355e-06 -1.9986289796886721e-06 -4.6403097149734447e-06 2.0987103923175712e-06 1.5345293236567248e-06 -3.209477484812272e-06 2.8918770112795759e-06 3.5417490012367217e-06 3.2703808859055461e-06 -1.4678614248127402e-06 -2.8767922800405416e-06 -2.6796713572449256e-06 6.0101453729859918e-07 1.0100657918469965e-06 -2.226535511711162e-06 2.2312535259061406e-06 -2.462637239659671e-06 1.2900446655113547e-08 -3.2960607098983828e-06 1.3341466923502835e-06 -2.7671502600830591e-06
leaf_weight=22 28 24 20 23 26 21 27 21 37 22 27 21 20 21 22 21 21 21 22 31 22 27 22 23 20 20 2371 27 57 34
leaf_count=22 28 24 20 23 26 21 27 21 37 22 27 21 20 21 22 21 21 21 22 31 22 27 22 23 20 20 2371 27 57 34
internal_value=0 -1.41421e-08 -1.88843e-09 -2.26834e-08 -1.33755e-06 -1.22166e-09 -1.78094e-08 -3.16609e-09 -1.92277e-08 -3.7152e-08 -9.40889e-09 -1.92038e-06 -4.27172e-08 -2.38701e-08 -3.91294e-08 -6.52937e-08 -3.96364e-08 1.07203e-06 -1.57757e-09 -6.26502e-08 -3.6162e-08 -1.25781e-06 -6.51051e-08 -4.27583e-08 -2.30692e-08 -4.08829e-08 -2.15938e-08 -1.3627e-06 5.09757e-09 -2.64017e-08
internal_weight=0 3093 3071 3051 49 3002 2981 2957 2930 2893 2851 42 2829 2802 2782 2718 2696 64 43 2675 2617 58 2596 2574 2551 2531 2511 49 2462 2405
internal_count=3121 3093 3071 3051 49 3002 2981 2957 2930 2893 2851 42 2829 2802 2782 2718 2696 64 43 2675 2617 58 2596 2574 2551 2531 2511 49 2462 2405
is_linear=0
shrinkage=0.1


Tree=7022
num_leaves=31
num_cat=0
split_feature=472 1429 474 156 156 4 156 156 133 13 43 156 16 1371 156 475 157 45 11 9 9 0 156 43 97 9 374 123 2 1455
split_gain=7.57079e-09 1.31048e-08 8.6646e-09 7.2812e-09 3.3445e-08 2.88336e-08 2.81852e-08 1.83471e-08 1.69465e-08 1.74222e-08 1.54049e-08 1.4666e-08 9.75058e-08 2.73846e-08 1.62484e-08 1.30579e-08 2.00063e-08 1.02079e-08 3.73567e-08 1.45291e-08 2.52769e-08 2.27364e-08 1.01602e-08 1.49967e-08 1.1447e-08 1.34947e-08 1.12007e-08 1.12308e-08 1.21699e-08 4.80351e-08
threshold=-0.38234499999999999 -0.23587499999999997 0.11568500000000002 0.091255000000000017 0.092385000000000009 -0.50690499999999983 0.089950000000000016 0.089090000000000016 0.087985000000000022 -0.06977499999999999 -0.083134999999999987 0.08759500000000002 -0.0087049999999999992 0.083235000000000017 0.086340000000000014 0.05680000000000001 0.23903500000000003 0.094030000000000016 -1.0000000180025095e-35 0.091600000000000015 0.085555000000000006 -0.065229999999999996 0.083310000000000009 -0.084999999999999978 -0.085734999999999992 -0.087589999999999987 0.089535000000000017 0.11679000000000002 0.11411 0.085560000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -6 7 11 10 -10 -7 13 -13 14 15 16 17 18 -3 20 22 -21 24 -24 -20 -26 27 28 -27 -30
right_child=1 2 -4 4 5 8 -8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 19 21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-1.7692378889933026e-06 2.3918360768774344e-06 4.3266250999351996e-06 -1.7244222778478209e-06 4.3610582511497519e-06 -3.3395302277009854e-06 -2.5187886024014007e-06 -3.3738398478817545e-06 3.0167565455485604e-06 4.3743731371900397e-06 2.5037158138729867e-07 4.8070756239373143e-07 -5.7233737119791584e-06 2.8688233089724237e-06 2.8293791431491737e-06 -2.0796723457070393e-06 -2.271723783451307e-06 3.0274827725985567e-06 -1.7484131352361917e-06 -2.3598060046819704e-06 -4.3106412385895965e-06 3.4757158735893815e-06 1.0392238810449532e-07 -3.09082154424025e-07 3.4269488434715424e-06 2.5089695879744669e-06 5.62426851112581e-08 -2.1013474605087351e-06 2.2878714757791298e-06 -9.1240373070062205e-07 4.1459870897142544e-06
leaf_weight=24 23 20 29 21 21 20 25 20 21 20 119 28 25 34 38 25 22 33 21 20 21 28 22 21 21 2026 26 21 306 20
leaf_count=24 23 20 29 21 21 20 25 20 21 20 119 28 25 34 38 25 22 33 21 20 21 28 22 21 21 2026 26 21 306 20
internal_value=0 1.37212e-08 -4.07213e-09 1.23122e-08 5.63738e-07 1.67003e-07 -3.10518e-08 -1.18416e-09 5.76098e-07 2.36267e-06 4.91254e-08 -2.29116e-08 -1.67045e-06 9.13228e-09 -2.65007e-08 2.9077e-09 2.45461e-08 -8.04833e-10 2.16091e-08 -1.2116e-08 2.09065e-08 -1.73548e-06 -8.30085e-09 1.51549e-06 -3.51436e-08 -1.49709e-08 -3.70645e-08 -1.4447e-08 -3.50035e-08 -6.02073e-07
internal_weight=0 3097 3074 3045 222 201 2823 2798 180 41 139 2778 53 2725 2691 2653 2628 2606 2573 2553 2505 48 2484 43 2441 2420 2399 2373 2352 326
internal_count=3121 3097 3074 3045 222 201 2823 2798 180 41 139 2778 53 2725 2691 2653 2628 2606 2573 2553 2505 48 2484 43 2441 2420 2399 2373 2352 326
is_linear=0
shrinkage=0.1


Tree=7023
num_leaves=31
num_cat=0
split_feature=130 1 1132 1429 156 156 51 156 49 3 157 484 15 1429 151 2 2 2 4 4 1 13 49 475 42 16 155 480 480 47
split_gain=7.2671e-09 1.09536e-08 7.45124e-09 7.09913e-09 1.78676e-08 7.72209e-09 1.39783e-08 1.08045e-08 9.7709e-09 2.76529e-08 5.66243e-08 6.40687e-08 1.47897e-07 3.2487e-08 3.05954e-08 2.82505e-08 4.69915e-08 4.18459e-08 3.90384e-08 5.50936e-08 2.40868e-08 1.61994e-08 1.44826e-08 1.24974e-08 1.27739e-08 1.20087e-08 2.20363e-08 1.13363e-08 1.50467e-08 1.01447e-08
threshold=-0.23123999999999997 0.16540500000000002 -1.0000000180025095e-35 -0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.12061500000000001 0.09517500000000001 0.099930000000000005 -0.087424999999999989 0.086135000000000017 -0.067579999999999987 0.083715000000000026 -0.27559499999999998 0.11362000000000001 0.10381000000000001 0.11824000000000001 0.056795000000000005 -0.0083799999999999986 0.11507500000000002 0.016935000000000002 0.092975000000000016 0.058495000000000012 -0.23037499999999997 0.62925500000000012 0.099270000000000011 0.11471500000000003 0.106725 0.092710000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 8 22 10 -10 13 -13 14 -12 16 18 -17 19 -16 -11 -19 23 24 -5 26 27 28 29 -26
right_child=1 -3 3 4 -6 6 -8 -9 9 20 11 12 -14 -15 15 17 -18 21 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.7709675118923137e-06 -1.8727337127139827e-06 -2.0185255691642483e-06 -1.7724521683248895e-06 2.5513982427582961e-06 3.0094711962647129e-06 6.2688688092835259e-07 -2.8727722110488687e-06 2.3469860866498495e-06 -5.3020701128704022e-06 4.2409412520512324e-06 2.0611314827226924e-06 -2.0920716999036679e-06 8.9534133559771533e-06 -4.9569375869396032e-06 2.3799291368588997e-07 3.9488662816273232e-06 -6.0480343927338259e-06 -2.6492042962900087e-06 1.2425358613144548e-06 -6.2114139941863516e-06 4.0224438471807679e-08 9.7874330037939219e-07 2.2332287878799114e-06 2.0875077749830478e-06 8.8344316703258629e-08 2.0732262833738397e-06 -2.5761912452666865e-06 1.9907438999764744e-06 -2.5437578128533107e-06 -6.6458556311306153e-07
leaf_weight=23 21 27 22 20 20 21 25 20 26 21 33 27 22 20 27 22 25 32 39 26 39 20 31 30 2174 28 33 29 23 195
leaf_count=23 21 27 22 20 20 21 25 20 26 21 33 27 22 20 27 22 25 32 39 26 39 20 31 30 2174 28 33 29 23 195
internal_value=0 -1.31476e-08 4.4835e-09 1.74086e-08 3.04129e-08 1.06053e-08 -1.2751e-06 3.05724e-08 1.48252e-08 -4.5909e-07 -8.29541e-07 -4.32661e-07 2.86713e-06 -1.09532e-06 -7.50537e-07 -1.23632e-06 -2.20353e-06 2.92911e-07 -1.15883e-06 -2.92587e-06 1.51048e-06 -1.25384e-06 8.49047e-08 5.86022e-08 3.42748e-08 1.39918e-08 -9.504e-09 2.54818e-08 1.65549e-09 2.63682e-08
internal_weight=0 3098 3071 3050 3028 3008 46 2962 2942 379 319 293 49 244 224 191 117 74 92 53 60 52 2563 2532 2502 2482 2454 2421 2392 2369
internal_count=3121 3098 3071 3050 3028 3008 46 2962 2942 379 319 293 49 244 224 191 117 74 92 53 60 52 2563 2532 2502 2482 2454 2421 2392 2369
is_linear=0
shrinkage=0.1


Tree=7024
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 475 1447 157 1447 403 1446 403 403 403 1453 1452 158 482 15 15 131 481 403 13 15 3 15 13 15 13 15
split_gain=7.62264e-09 1.23723e-08 8.37437e-09 8.03439e-09 1.8569e-08 6.92897e-09 2.13695e-08 1.70873e-08 2.00872e-08 1.39947e-08 1.02824e-08 2.15839e-08 1.03037e-08 8.47992e-09 8.09745e-09 9.33632e-09 3.75604e-08 1.03974e-08 4.29607e-08 2.55229e-08 8.41683e-08 2.29923e-08 3.77344e-08 4.62774e-08 2.84148e-08 2.04326e-08 6.34489e-08 5.36327e-08 3.38217e-08 3.13702e-08
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.054654999999999988 -0.011519999999999997 -0.086849999999999997 -0.081579999999999986 -0.085804999999999979 -0.55327499999999985 0.037915000000000011 -0.54856499999999986 -0.53960999999999981 -0.53255499999999989 -0.087504999999999986 -0.073879999999999987 -0.46413499999999996 0.11191500000000001 0.095175000000000023 0.096055000000000015 0.08956500000000002 -0.073474999999999985 -0.34918499999999997 -0.069964999999999986 0.12044500000000001 -0.077564999999999981 0.092400000000000024 -0.010739999999999998 0.091650000000000023 -0.080344999999999986 0.090750000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -5 -7 -9 -8 -10 -12 -13 -14 -15 16 -16 25 -19 20 -20 -22 23 24 -23 27 28 29 -27 -17
right_child=1 2 3 5 -6 7 9 8 10 -11 11 12 13 14 15 17 -18 18 19 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.7752992585921373e-06 2.3244529994253361e-06 -1.8263089568790748e-06 -8.1139404163163179e-07 3.7361219710874141e-06 2.6222377327498081e-06 -2.1722707798117709e-06 1.9689929104060867e-06 2.7052576346822783e-06 -2.0963510716380068e-06 -1.2963704769828969e-06 3.25573938425805e-06 -2.2478254257813596e-06 -1.8959839872915536e-06 1.9967204315207711e-06 9.0554189853264693e-07 -2.3975663236184997e-08 -4.4971573685356503e-06 5.0280842503980238e-06 5.2861566004911296e-06 -2.4277323888100001e-06 3.1255197055202195e-06 -1.7816588314190086e-06 5.1485858692189112e-07 7.9473336427327019e-07 -7.0483692178684228e-06 -1.4910878987323556e-06 2.7644926809617099e-06 4.4122010944260252e-06 -6.9609354704880399e-06 -2.9995631276986186e-06
leaf_weight=24 23 25 28 20 36 37 21 27 24 35 20 21 24 20 31 2238 22 20 33 32 20 20 141 28 21 26 21 27 20 36
leaf_count=24 23 25 28 20 36 37 21 27 24 35 20 21 24 20 31 2238 22 20 33 32 20 20 141 28 21 26 21 27 20 36
internal_value=0 1.37543e-08 -3.53459e-09 1.14111e-08 1.12002e-06 -1.23582e-08 9.30241e-07 -3.69843e-08 -9.47543e-09 -7.18592e-08 -3.52392e-08 -1.7704e-08 -4.10774e-08 -2.44077e-08 -8.10951e-09 -2.27647e-08 -1.33709e-06 3.19845e-09 5.42941e-07 2.38864e-07 5.63316e-07 -1.14308e-07 -4.22864e-07 -2.33908e-06 -4.47924e-06 -6.86001e-08 -1.79004e-06 -1.84756e-08 -3.86928e-06 -7.10826e-08
internal_weight=0 3097 3074 3049 64 2985 76 2909 2872 56 2845 2821 2801 2780 2756 2736 53 2683 315 295 263 230 210 69 41 2368 67 2301 46 2274
internal_count=3121 3097 3074 3049 64 2985 76 2909 2872 56 2845 2821 2801 2780 2756 2736 53 2683 315 295 263 230 210 69 41 2368 67 2301 46 2274
is_linear=0
shrinkage=0.1


Tree=7025
num_leaves=31
num_cat=0
split_feature=1429 156 11 1 156 1429 474 50 45 132 50 393 1203 16 402 4 16 16 13 1209 13 51 403 49 15 2 4 4 0 16
split_gain=7.25071e-09 1.63817e-08 7.1399e-09 2.413e-08 1.07009e-08 7.93195e-09 1.13353e-08 7.44653e-09 9.16395e-09 7.87505e-09 1.73407e-07 9.13497e-08 1.81736e-08 6.97044e-09 3.26671e-08 3.01196e-08 1.74185e-08 7.69907e-08 1.85342e-07 4.90411e-08 1.10837e-07 4.23895e-08 6.47833e-08 4.91308e-08 5.87601e-08 3.37414e-08 2.24734e-08 2.16321e-08 1.66893e-08 2.27387e-08
threshold=-0.23752499999999996 0.32523500000000005 0.097680000000000017 0.10871500000000002 0.14540500000000003 0.12387000000000002 -0.23025999999999996 0.14262000000000002 0.10331000000000001 -0.083284999999999984 0.092855000000000007 0.12679500000000002 0.089165000000000008 -0.15241499999999997 0.095140000000000016 -0.064804999999999988 -0.095094999999999985 -0.092484999999999984 -0.091559999999999989 -0.087199999999999986 -0.052719999999999996 0.091000000000000011 -0.014954999999999998 0.084945000000000007 -0.094549999999999981 0.095040000000000013 -0.0060199999999999993 -0.07958999999999998 -0.23091999999999999 -0.091744999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 9 10 12 13 -8 14 15 -11 21 18 -18 20 -19 22 -15 24 -24 26 -23 -26 -21 -30
right_child=1 -3 3 -5 -6 -7 7 -9 -10 11 -12 -13 -14 16 -16 -17 17 19 -20 28 -22 25 23 -25 27 -27 -28 -29 29 -31
leaf_value=-1.8090169283688987e-06 2.2234094538599376e-06 2.8655551614065191e-06 -3.4680345242084819e-06 9.7112680577993168e-07 2.3191314688020273e-06 -1.9383303316274017e-06 -2.2191392822100575e-08 -1.4765934448699709e-06 1.8809280443467568e-06 -3.3646114085665128e-06 9.2079777113256222e-06 -6.7843121431110377e-06 -3.1393851475600277e-06 -1.9690406254824213e-06 -3.5462868292294538e-06 8.6516961272124155e-08 2.3381656691609271e-06 7.5331843550817144e-06 -1.0642317358195379e-05 2.8698879143007617e-06 -1.8066712376215339e-06 -5.4902877195672777e-07 8.3398459957187213e-06 -4.8211919500284208e-07 4.4771855851440005e-06 2.0306865519073437e-06 -5.2896370107191618e-06 3.1384438064681799e-07 -3.3880443425005072e-06 1.6332572233975842e-09
leaf_weight=22 23 20 24 25 20 21 171 34 26 27 21 20 21 32 30 399 22 27 22 20 24 20 26 27 26 21 20 24 20 1886
leaf_count=22 23 20 24 25 20 21 171 34 26 27 21 20 21 32 30 399 22 27 22 20 24 20 26 27 26 21 20 24 20 1886
internal_value=0 1.2843e-08 -5.6871e-09 -1.20316e-06 1.36779e-08 -1.64071e-09 1.1966e-08 -5.18275e-09 1.188e-08 -4.84239e-09 5.80496e-07 -5.11391e-08 -3.63134e-07 -7.59989e-10 -3.56826e-07 -1.32217e-07 7.24769e-08 -1.48136e-08 -4.15208e-06 7.72651e-08 3.13796e-06 9.72549e-07 1.9611e-06 3.18212e-06 4.48388e-06 -1.21523e-06 -2.91933e-06 2.47878e-06 -3.78131e-09 -3.39352e-08
internal_weight=0 3099 3079 49 3030 3010 2989 2966 2932 2906 213 2693 192 2673 456 426 2217 2021 44 1977 51 196 135 103 76 61 40 50 1926 1906
internal_count=3121 3099 3079 49 3030 3010 2989 2966 2932 2906 213 2693 192 2673 456 426 2217 2021 44 1977 51 196 135 103 76 61 40 50 1926 1906
is_linear=0
shrinkage=0.1


Tree=7026
num_leaves=31
num_cat=0
split_feature=472 1429 1429 421 9 2 33 9 147 448 160 3 150 2 0 1 150 1 160 42 42 49 4 151 151 0 4 10 150 12
split_gain=8.32912e-09 1.15267e-08 7.12192e-09 6.9185e-09 9.41332e-09 3.02877e-08 1.50001e-08 1.79646e-08 1.09727e-08 2.73835e-08 8.47152e-09 2.89426e-08 5.71997e-08 3.54709e-08 2.67736e-08 5.65394e-08 3.08062e-08 3.17015e-08 2.62559e-08 2.16533e-08 3.01248e-08 3.04635e-08 1.61869e-08 1.61427e-08 3.52776e-08 2.04484e-08 2.56921e-08 1.69599e-08 1.69626e-08 1.46588e-08
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 -0.009184999999999997 0.086220000000000005 0.097985000000000017 1.0000000180025095e-35 0.081905000000000019 0.096675000000000011 0.088380000000000014 0.10912000000000001 -0.070889999999999995 0.094715000000000008 0.084335000000000007 0.091615000000000016 0.062030000000000009 0.091295000000000015 0.088200000000000014 -0.012404999999999998 0.63113500000000011 0.015440000000000001 0.087340000000000015 -0.08317999999999999 -0.010384999999999998 -0.086389999999999981 0.12026500000000001 0.086420000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5 8 9 10 18 12 13 14 16 -16 17 19 22 20 21 -12 23 27 -25 26 -26 -8 -29 -23
right_child=1 2 3 4 5 -7 7 -9 -10 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 29 -24 24 25 -27 -28 28 -30 -31
leaf_value=-1.8557402424808817e-06 2.2447127998534795e-06 -1.6832564288051799e-06 -1.8423184019411566e-06 -2.3016025660841217e-06 -8.6119078423507751e-07 4.359816445571596e-06 -2.0590774677590919e-06 3.0107817337921009e-06 -1.6847022942257402e-06 3.4624522927713218e-06 -4.2797247087513649e-06 -3.0598370478018248e-06 4.1800598199058315e-06 2.3711636968810865e-06 -7.1336475673433601e-06 -1.7215809659124456e-07 -3.9464130365914851e-06 2.6080196694996024e-06 3.2896385855565315e-06 -3.664817556693292e-06 3.376281012101856e-06 -1.1017723021527419e-06 2.7970541850663722e-06 4.9026282492074339e-06 1.6633299834290445e-06 2.7483178388612704e-06 -2.8121424497056008e-06 2.1617056522690849e-08 -2.5470946046477998e-06 1.2613450593966668e-06
leaf_weight=24 23 25 20 28 25 20 41 20 38 23 21 38 28 37 20 28 23 36 25 21 20 63 21 21 23 23 29 2286 26 45
leaf_count=24 23 25 20 28 25 20 41 20 38 23 21 38 28 37 20 28 23 36 25 21 20 63 21 21 23 23 29 2286 26 45
internal_value=0 1.43828e-08 -2.30477e-09 1.1478e-08 2.37184e-08 1.45926e-06 2.06982e-09 2.38908e-08 3.54414e-09 2.56813e-08 -1.81291e-09 -4.41664e-07 -1.50755e-07 -5.36943e-07 -9.2539e-07 -3.07278e-06 -4.75282e-07 -8.77291e-08 6.51784e-08 -6.58593e-07 -2.34897e-07 -7.9477e-07 3.25421e-08 8.83663e-09 1.27991e-06 2.65544e-07 -8.32607e-07 -4.30217e-08 -7.26984e-09 -1.1714e-07
internal_weight=0 3097 3074 3049 3029 45 2984 2956 2936 2898 2875 380 342 314 277 48 229 206 2495 170 149 129 2470 2449 96 75 52 2353 2312 108
internal_count=3121 3097 3074 3049 3029 45 2984 2956 2936 2898 2875 380 342 314 277 48 229 206 2495 170 149 129 2470 2449 96 75 52 2353 2312 108
is_linear=0
shrinkage=0.1


Tree=7027
num_leaves=31
num_cat=0
split_feature=1429 156 156 51 1425 481 2 159 403 481 481 15 1453 3 2 1210 2 132 0 1203 1210 1452 1456 131 12 47 0 15 47 52
split_gain=7.45188e-09 1.50143e-08 6.32408e-09 1.02099e-08 9.71236e-09 6.5567e-09 8.06706e-08 1.69165e-07 2.42309e-08 2.18983e-08 2.38171e-08 4.48981e-08 2.7832e-08 1.87219e-08 7.66021e-09 8.60031e-08 4.18626e-08 3.60803e-08 2.06333e-07 1.39696e-07 3.88122e-08 3.12787e-08 3.18454e-08 2.79216e-08 2.70501e-08 2.64771e-08 1.69222e-07 1.25161e-07 4.20838e-08 3.0873e-08
threshold=-0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.084030000000000007 -0.087424999999999989 0.092875000000000013 -0.085489999999999997 -0.56738999999999995 -0.085749999999999979 -0.081614999999999979 0.040760000000000005 -0.085754999999999984 -0.085709999999999995 0.084755000000000011 -0.14175499999999996 0.084985000000000019 -0.083284999999999984 -0.082284999999999983 0.088310000000000013 -0.08126499999999999 0.086765000000000023 -0.074164999999999995 0.11793000000000002 0.087995000000000004 0.092165000000000011 -0.10224499999999999 -0.10324499999999999 0.080455000000000013 -0.21968999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 -2 -7 -10 11 -11 -12 -9 15 -14 -16 18 24 20 -19 22 -22 25 -17 28 -27 -28 29 -24
right_child=1 -3 3 -5 -6 8 -8 13 9 10 12 -13 14 -15 16 17 -18 19 -20 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-1.8339483140359583e-06 -1.0194591220624716e-05 2.7440712733550758e-06 4.5706487981078683e-07 -2.5338896430184833e-06 1.6456675530839169e-06 3.4050165793143518e-06 4.854841859014414e-06 2.8555128697657246e-06 -3.221596187770393e-06 -9.7861239964913706e-07 -3.7325263701859517e-06 5.6417416999465791e-06 6.5755320000399876e-06 -8.8282644497126435e-07 -3.5294231117534635e-06 7.1178934859972295e-07 -3.8568381285911323e-08 -3.6842552451442042e-06 1.0896296919327143e-05 -8.3480067110031084e-06 3.6582755890484419e-06 -3.6575086473078506e-06 3.8249124766025491e-06 -3.2868857446870113e-06 -3.8983766353339892e-06 -7.6724688902874646e-06 7.476562725218094e-06 -1.041488552227352e-06 3.9264401393050244e-06 2.25500925494053e-07
leaf_weight=22 20 20 21 25 36 21 20 21 21 20 20 21 21 37 35 35 1858 26 20 20 28 20 25 22 20 29 23 69 36 509
leaf_count=22 20 20 21 25 36 21 20 21 21 20 20 21 21 37 35 35 1858 26 20 20 28 20 25 22 20 29 23 69 36 509
internal_value=0 1.30127e-08 -4.72722e-09 -1.16845e-06 1.29224e-08 -6.69011e-09 -8.11161e-07 -2.26398e-06 2.05048e-08 -4.19104e-09 1.94581e-08 2.4123e-06 -1.53809e-08 4.7071e-07 1.12081e-08 2.50861e-07 -1.03111e-07 1.00274e-07 2.19828e-06 -9.47081e-08 1.15033e-07 2.44837e-07 3.50164e-07 2.20252e-07 -9.64635e-07 3.31912e-07 -1.0116e-06 1.08802e-06 6.17113e-07 3.94013e-07
internal_weight=0 3099 3079 46 3033 2997 98 78 2899 2878 2857 41 2816 58 2796 903 1893 882 75 807 787 761 741 713 55 691 121 92 570 534
internal_count=3121 3099 3079 46 3033 2997 98 78 2899 2878 2857 41 2816 58 2796 903 1893 882 75 807 787 761 741 713 55 691 121 92 570 534
is_linear=0
shrinkage=0.1


Tree=7028
num_leaves=31
num_cat=0
split_feature=132 1185 1203 472 1429 47 10 47 47 484 1 52 47 52 16 1 1 49 2 3 2 49 13 49 42 2 42 3 474 151
split_gain=8.23795e-09 4.41903e-08 1.84131e-08 8.2753e-09 1.33456e-08 7.92028e-09 7.73622e-08 5.07615e-08 1.46209e-08 1.15813e-08 1.28417e-08 2.79582e-08 2.68976e-08 2.43096e-08 2.29258e-08 1.72098e-08 1.18553e-08 1.00738e-08 3.34367e-08 4.94502e-08 2.6995e-08 2.42705e-08 2.29176e-08 2.08024e-08 1.65469e-08 1.5755e-08 1.56284e-08 2.24346e-08 1.35628e-08 1.15591e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.38234499999999999 -0.23587499999999997 0.094160000000000008 -0.0026549999999999994 0.090100000000000013 0.097970000000000015 -0.078424999999999981 0.099990000000000009 0.0060650000000000009 0.10843500000000002 -0.046924999999999988 -0.010264999999999998 0.11588000000000001 0.087325000000000014 0.10440000000000001 0.087015000000000023 -0.086224999999999982 0.10060500000000001 0.13260000000000002 -0.06977499999999999 0.10000000000000002 0.088465000000000002 0.13247500000000004 -0.16797499999999996 -0.091354999999999978 0.11421000000000002 -0.10737499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 7 -7 17 -8 16 11 14 -12 -14 -11 -15 -10 23 -19 -20 24 22 -22 26 -21 -23 27 -6 29 -28
right_child=1 3 -4 4 5 6 8 -9 9 10 12 -13 13 15 -16 -17 -18 18 19 20 21 25 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-2.4111610431782072e-07 4.6155714136104853e-06 -1.8375325055330906e-06 -2.984328861949897e-06 2.5387744650678153e-06 -4.1041121348102526e-06 6.5036623254854936e-06 -2.2956048250459089e-06 -3.7768976483221196e-06 4.4835591666014808e-07 3.2473101493286031e-06 4.3761103163639998e-06 -3.554321516963639e-06 3.0965879643320349e-06 -2.3290268813980221e-06 -8.5014380601933226e-07 7.1653154133276653e-07 -2.9948008625524379e-06 -4.5601060787703324e-06 2.9999600146028741e-06 -5.0997295493909243e-06 6.082294939915301e-07 3.6875954299375739e-06 -3.5935638209139145e-06 3.0555095295510355e-06 -1.2212509830078488e-06 -2.8166268066343038e-07 1.4893684141858605e-06 1.9782381446862863e-07 -2.398960834749563e-06 5.87895066499321e-08
leaf_weight=194 21 24 28 21 22 20 24 36 20 22 22 21 28 28 36 55 20 20 37 22 25 20 27 23 22 20 58 27 22 2156
leaf_count=194 21 24 28 21 22 20 24 36 20 22 22 21 28 28 36 55 20 20 37 22 25 20 27 23 22 20 58 27 22 2156
internal_value=0 4.49497e-08 -5.87107e-07 1.15991e-08 2.71489e-08 8.53113e-09 4.98041e-07 -4.85816e-08 6.28509e-08 2.87466e-07 5.81935e-07 -4.27913e-07 1.18177e-06 5.48657e-07 7.04063e-07 -3.10886e-07 -1.27322e-06 5.08473e-09 -6.88948e-07 -2.41416e-07 -1.12326e-06 -1.48933e-07 -1.57347e-06 6.31213e-08 -3.16049e-06 1.70297e-06 3.3001e-08 -1.73366e-06 7.17157e-08 9.62663e-08
internal_weight=0 2899 222 2878 2854 2833 296 2537 276 252 212 79 133 111 58 83 40 2501 193 173 136 92 52 2308 44 40 2285 49 2236 2214
internal_count=3121 2899 222 2878 2854 2833 296 2537 276 252 212 79 133 111 58 83 40 2501 193 173 136 92 52 2308 44 40 2285 49 2236 2214
is_linear=0
shrinkage=0.1


Tree=7029
num_leaves=31
num_cat=0
split_feature=1429 1426 400 12 1203 12 400 43 394 1420 4 471 11 52 156 1425 3 4 1 0 4 16 45 11 9 33 12 12 12 401
split_gain=7.65903e-09 1.5611e-08 7.30984e-09 3.48819e-08 3.47153e-08 2.76865e-08 1.79736e-08 1.26117e-08 1.10203e-08 7.36493e-09 1.6098e-08 1.49462e-08 7.7462e-09 3.16905e-08 2.15626e-08 1.88268e-08 9.2857e-09 8.97361e-09 4.09162e-08 7.69326e-08 9.61469e-09 2.10378e-08 1.67454e-08 2.82153e-08 1.9243e-08 2.42023e-08 1.62721e-08 1.04599e-08 4.29425e-08 3.91248e-08
threshold=-0.23752499999999996 -0.089244999999999977 -0.082714999999999983 0.087505000000000013 0.087520000000000014 0.086505000000000012 -0.081749999999999975 -0.03898999999999999 0.090335000000000013 -0.079539999999999986 -0.50052499999999989 0.087265000000000023 0.088065000000000018 -0.54663499999999987 0.12794000000000003 0.084030000000000007 -0.14847999999999997 -0.50427999999999995 0.085475000000000009 0.14486500000000005 -0.17966999999999997 -0.072804999999999981 0.094030000000000016 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 0.09141500000000001 0.085355000000000014 0.085635000000000003 0.10022000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 7 -3 -4 -5 9 10 -8 -12 14 -14 15 17 -15 18 19 -11 21 -19 23 -22 25 -25 -23 29 -29 -27
right_child=1 2 6 4 -6 -7 8 -9 -10 12 11 -13 13 16 -16 -17 -18 20 -20 -21 22 26 -24 24 -26 27 -28 28 -30 -31
leaf_value=-1.8592665779496285e-06 2.6675363546825216e-06 7.7924632271877119e-07 -2.9530140582643246e-06 -1.32944952714421e-06 4.9524871664848788e-06 -4.3080731327904688e-06 1.2177655202611444e-06 1.6939819357884443e-06 1.8001061121277885e-06 -7.650276567687798e-06 -4.0600337212838771e-06 -5.5702116069682989e-07 3.9361653507512526e-06 -1.0364830518967133e-06 -2.6246642541138956e-06 2.8999148350356504e-06 1.238961116039969e-06 3.8727523741499687e-06 1.6028336491921614e-06 1.0157988635044258e-06 3.2573871049652764e-06 -9.1269777287708274e-07 -2.9247669567666888e-06 3.1382370731118194e-06 -2.4527521704288972e-06 -2.090194081564181e-07 2.4057969147344753e-06 3.5272484789553953e-06 2.967170262216359e-08 -4.3837430493824843e-06
leaf_weight=22 22 23 21 22 26 20 22 37 33 20 21 29 25 47 32 22 29 20 31 21 26 45 20 24 33 937 22 36 1410 23
leaf_count=22 22 23 21 22 26 20 22 37 33 20 21 29 25 47 32 22 29 20 31 21 26 45 20 24 33 937 22 36 1410 23
internal_value=0 1.31899e-08 -5.78816e-09 7.34026e-07 1.90817e-06 -1.58695e-06 -3.78994e-08 5.66601e-07 -1.69919e-08 -3.77049e-08 -1.03644e-06 -2.02829e-06 -1.22324e-08 8.47716e-07 -4.41409e-08 -1.34432e-08 -1.68221e-07 -3.74664e-08 -1.13869e-06 -3.21156e-06 -6.9239e-09 1.02657e-06 -4.27603e-08 -1.96024e-08 -5.4195e-08 -2.1622e-08 1.76957e-07 -5.31418e-08 1.16748e-07 -3.09039e-07
internal_weight=0 3099 3077 128 85 43 2949 59 2928 2895 72 50 2823 101 2722 2690 76 2668 72 41 2596 87 2509 2489 2463 2430 67 2406 1446 960
internal_count=3121 3099 3077 128 85 43 2949 59 2928 2895 72 50 2823 101 2722 2690 76 2668 72 41 2596 87 2509 2489 2463 2430 67 2406 1446 960
is_linear=0
shrinkage=0.1


Tree=7030
num_leaves=31
num_cat=0
split_feature=156 472 1429 1429 154 1428 475 475 49 160 2 484 2 2 4 0 12 2 16 49 3 49 12 39 1 12 42 367 48 457
split_gain=7.50708e-09 1.1488e-08 7.60337e-09 8.84908e-09 1.07079e-08 1.09842e-08 4.88029e-08 8.95799e-09 8.13579e-09 2.44379e-08 7.14013e-08 5.40231e-08 4.35203e-08 4.07323e-08 3.96745e-08 8.45057e-08 3.27541e-08 2.89631e-08 1.7446e-08 1.35693e-08 1.34053e-08 1.50221e-08 1.71807e-08 9.70226e-09 1.17091e-08 1.71169e-08 1.52899e-08 1.1017e-08 1.06355e-08 2.41488e-08
threshold=0.3248100000000001 -0.097514999999999977 0.12387000000000002 0.11475 0.085530000000000009 -0.020064999999999996 0.016915000000000003 0.12365000000000002 0.09567500000000001 -0.085764999999999994 0.087545000000000026 0.091180000000000011 0.11362000000000001 0.095545000000000005 -0.010024999999999997 -0.085804999999999979 0.094070000000000015 0.11682500000000001 -0.10850999999999998 0.092975000000000016 0.13524500000000003 0.15266500000000002 0.098150000000000015 -0.020804999999999994 0.16540500000000002 0.15120000000000003 0.15432000000000004 -0.062109999999999992 0.12879500000000002 0.11612500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 19 13 -11 12 14 -10 -12 16 18 -14 -16 23 21 22 -19 27 25 26 28 -7 29 -25
right_child=-2 2 -4 -5 -6 7 -8 -9 9 10 11 -13 17 -15 15 -17 -18 20 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=2.4022797180123237e-06 -1.7999694779538676e-06 1.7986224479086972e-06 -1.8545551853321741e-06 2.1077419233961339e-06 2.3035915057789682e-06 1.4013654825768236e-07 -4.7893796839250925e-06 2.1147865459170138e-06 4.68378189788896e-06 -5.4674616762895312e-06 9.2973389606803326e-07 4.6762818328716094e-06 3.7836609919850162e-06 -4.7029988884926005e-07 -1.6077263639686111e-06 -8.2952049564008359e-06 -4.5085933221423105e-06 2.0479313816395007e-06 2.08023681174698e-06 2.0687226209888238e-06 2.10241832974134e-06 -2.8749342116834276e-06 -1.7391754503794641e-06 1.6576284571952946e-08 2.2990448608988633e-06 -2.5711197770306176e-06 2.8124621701408615e-06 -3.0990521157123333e-06 -1.9015266482418675e-06 2.4355853140280358e-06
leaf_weight=20 23 22 22 20 20 21 23 20 23 30 35 20 24 46 29 23 23 25 23 33 21 23 23 2370 23 25 20 21 28 42
leaf_count=20 23 22 22 20 20 21 23 20 23 30 35 20 24 46 29 23 23 25 23 33 21 23 23 2370 23 25 20 21 28 42
internal_value=0 1.33639e-08 -2.15862e-09 1.11767e-08 -2.63467e-09 -1.79279e-08 -1.56858e-06 5.55885e-09 -8.73615e-09 -4.48636e-07 -8.40104e-07 -3.24042e-07 -7.25674e-07 1.24773e-06 -1.96034e-06 -2.99251e-06 -1.36635e-06 6.89935e-07 2.34881e-08 5.39363e-08 -1.17124e-07 -7.73609e-07 2.33276e-07 2.78626e-08 5.31048e-08 3.23175e-08 5.87752e-08 -1.47946e-06 3.62039e-08 5.86983e-08
internal_weight=0 3098 3078 3056 3036 3016 45 2971 2951 368 299 269 249 69 133 98 75 116 52 2583 92 71 48 2550 2508 2485 2460 42 2440 2412
internal_count=3121 3098 3078 3056 3036 3016 45 2971 2951 368 299 269 249 69 133 98 75 116 52 2583 92 71 48 2550 2508 2485 2460 42 2440 2412
is_linear=0
shrinkage=0.1


Tree=7031
num_leaves=31
num_cat=0
split_feature=1429 156 1211 50 13 4 3 1186 1213 1213 43 481 481 133 1447 160 481 2 1453 402 133 1 133 1208 402 1210 402 402 402 390
split_gain=7.09944e-09 1.47654e-08 6.8577e-09 3.8755e-08 1.88982e-08 2.11592e-08 3.16522e-08 8.40032e-09 1.04285e-08 1.58052e-08 4.05051e-08 1.06086e-08 9.87168e-08 6.40533e-08 1.15702e-07 3.0772e-08 2.81474e-08 8.17698e-08 2.26969e-08 1.03985e-08 2.36561e-08 2.38201e-08 1.58262e-08 1.28087e-08 1.67972e-08 1.84077e-08 1.27989e-08 3.26218e-08 2.09718e-08 9.72188e-09
threshold=-0.23752499999999996 0.32523500000000005 0.087635000000000005 0.096900000000000014 -0.087184999999999985 -0.079329999999999984 -0.076969999999999997 -0.095479999999999982 0.23509000000000002 0.10675500000000002 -0.025214999999999998 -0.085784999999999986 -0.087234999999999993 0.087495000000000003 0.059120000000000013 0.10908000000000002 -0.081614999999999979 0.085345000000000018 -0.085754999999999984 -0.45015499999999992 0.50628500000000021 0.096125000000000016 0.41553500000000004 0.11198500000000002 0.23460000000000003 -0.13847499999999999 -0.10234999999999998 -0.092414999999999983 -0.088189999999999991 0.087590000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 -6 -7 -2 9 11 -11 12 13 14 15 -9 17 -13 -18 -20 22 -22 23 24 25 -21 -27 -28 -29 -30
right_child=1 -3 3 -5 5 6 -8 8 -10 10 -12 16 -14 -15 -16 -17 18 -19 19 20 21 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-1.7900347374548304e-06 -1.7035203169749971e-06 2.7210469170313446e-06 1.7376222221376315e-06 3.8697237990466724e-06 8.5781866864130688e-07 -4.6140089849628839e-06 5.6242583490356564e-07 3.1162016495857515e-06 -2.2418806844641604e-06 -1.5499323183121307e-06 4.4360025727795667e-06 7.1814206262388333e-06 -7.364491001453644e-06 5.0960787792643145e-06 -7.5536997543679273e-06 -1.8009118639383816e-06 -3.3910085903698928e-06 -1.752943518069861e-06 -1.9620544165903727e-06 2.7537948800393509e-06 4.7459552249728446e-06 -7.6178633889867353e-08 -2.6979943186233868e-06 2.2038757964974837e-06 -2.7171722432166979e-06 1.9273062338415363e-06 -3.4490482172649149e-06 3.1303368056493735e-06 -7.0982438767331389e-08 1.4292315503377558e-06
leaf_weight=22 30 20 37 30 36 27 21 35 21 20 26 20 20 22 20 20 20 21 27 24 21 20 22 26 23 33 28 21 2364 44
leaf_count=22 30 20 37 30 36 27 21 35 21 20 26 20 20 22 20 20 20 21 27 24 21 20 22 26 23 33 28 21 2364 44
internal_value=0 1.27208e-08 -4.8714e-09 6.52304e-07 -1.45403e-07 -9.74831e-07 -2.34932e-06 -3.87626e-08 -2.15291e-08 -5.32216e-09 1.83342e-06 -3.51993e-08 -9.67532e-07 3.51428e-07 -1.04034e-06 1.32816e-06 4.99336e-09 2.60528e-06 -3.48914e-08 -9.59082e-09 1.0484e-08 2.39369e-06 -2.73155e-08 -4.39118e-09 -2.70222e-08 -2.41066e-09 -2.89765e-08 -5.52514e-08 -1.61298e-08 -4.35699e-08
internal_weight=0 3099 3079 151 121 84 48 2928 2898 2877 46 2831 117 97 75 55 2714 41 2673 2653 2626 41 2585 2563 2537 2514 2490 2457 2429 2408
internal_count=3121 3099 3079 151 121 84 48 2928 2898 2877 46 2831 117 97 75 55 2714 41 2673 2653 2626 41 2585 2563 2537 2514 2490 2457 2429 2408
is_linear=0
shrinkage=0.1


Tree=7032
num_leaves=31
num_cat=0
split_feature=472 1429 1429 131 131 480 481 1212 13 131 15 480 4 12 13 15 2 133 1 160 4 1373 52 157 157 157 52 480 1 15
split_gain=8.13577e-09 1.04765e-08 6.52492e-09 7.19754e-09 4.60269e-08 3.39229e-08 1.22694e-07 2.03968e-08 2.74105e-08 2.67057e-08 7.09507e-08 1.86159e-08 1.64587e-08 2.55696e-08 4.33523e-08 1.53951e-08 1.29877e-08 1.46164e-08 1.03962e-08 1.93891e-08 3.62325e-08 1.01505e-08 8.34068e-08 1.19396e-08 9.92976e-08 4.62059e-08 1.64217e-08 1.61675e-08 1.43232e-08 3.11218e-08
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 0.090690000000000007 0.090150000000000022 0.11191000000000002 -0.0050099999999999988 0.087440000000000004 -0.0097949999999999982 0.10033500000000002 0.083195000000000005 0.10344000000000002 -0.067104999999999984 0.094375000000000014 -0.015039999999999998 -0.013969999999999998 0.12844500000000003 0.31382500000000008 0.11751000000000002 -0.046074999999999991 -0.0078799999999999981 0.081220000000000014 -0.020999999999999994 -0.087184999999999985 -0.089834999999999984 -0.08577499999999999 -0.56741999999999992 0.094055000000000014 0.10205500000000002 -0.090644999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 11 -7 9 -9 10 18 21 13 14 -11 16 17 -14 19 -5 -21 23 -23 24 28 -25 -27 -28 29 -4
right_child=1 2 3 7 -6 6 -8 8 -10 12 -12 -13 15 -15 -16 -17 -18 -19 -20 20 -22 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=-1.8340874637109057e-06 2.1405061913711785e-06 -1.6106632792798336e-06 -4.4151182532914398e-06 -1.0044216926038038e-06 -4.4051295579568736e-06 8.2737865693074816e-06 -2.2983986804834078e-06 9.0086752700037997e-07 -4.0909916686421807e-06 -5.6542765556198155e-06 6.3671931503382378e-06 -2.7682297450724038e-06 -1.7535018522656693e-06 1.6279782886633019e-06 3.7506141836729513e-08 2.7494704227137847e-06 2.2898828120787586e-06 1.3004512038605753e-06 -8.1834743321665247e-07 9.9376307439848054e-08 5.7150392501270628e-06 1.7324701278514317e-06 -5.8781420383032436e-06 -4.0145500496817413e-06 7.0648873420705883e-06 2.550837439230236e-06 -5.2534773021712688e-08 2.5563571076266576e-06 1.5043977183104574e-06 1.3986541830490753e-07
leaf_weight=24 23 25 20 24 24 21 23 22 22 23 27 25 42 23 32 28 20 25 34 27 20 36 24 29 22 25 2315 24 32 60
leaf_count=24 23 25 20 24 24 21 23 22 22 23 27 25 42 23 32 28 20 25 34 27 20 36 24 29 22 25 2315 24 32 60
internal_value=0 1.42026e-08 -1.70668e-09 1.14858e-08 -4.55252e-08 -6.13122e-09 2.74742e-06 4.2555e-07 -1.59506e-06 6.9911e-07 1.79521e-06 -5.25156e-08 -5.05577e-08 -1.17185e-06 -2.34269e-06 7.09974e-07 5.35846e-08 -6.13967e-07 6.19562e-07 1.30814e-06 2.48902e-06 -2.62718e-08 -1.31177e-06 4.25064e-09 9.22819e-07 -4.71861e-08 1.48287e-09 -2.57655e-08 -2.83658e-07 -9.9888e-07
internal_weight=0 3097 3074 3049 2680 2656 44 369 44 325 132 2612 193 78 55 115 87 67 105 71 47 2587 60 2527 134 2393 2364 2339 112 80
internal_count=3121 3097 3074 3049 2680 2656 44 369 44 325 132 2612 193 78 55 115 87 67 105 71 47 2587 60 2527 134 2393 2364 2339 112 80
is_linear=0
shrinkage=0.1


Tree=7033
num_leaves=31
num_cat=0
split_feature=1429 1426 1426 481 2 43 1447 481 1429 3 1447 1447 52 1447 1447 160 1447 131 130 42 130 1456 4 12 15 0 47 4 2 0
split_gain=7.2347e-09 1.37573e-08 6.92954e-09 7.03578e-09 5.76046e-08 8.68925e-08 5.73157e-08 2.51453e-08 8.28081e-09 1.48592e-08 1.01109e-08 4.23255e-08 2.49036e-08 2.03647e-08 1.19585e-08 3.2636e-08 1.91395e-08 8.2081e-09 1.9002e-08 6.6191e-08 6.52165e-08 2.07313e-08 2.38849e-08 4.94044e-08 2.56202e-08 1.24226e-08 7.48553e-08 1.79471e-07 7.95225e-08 4.06142e-08
threshold=-0.23752499999999996 -0.089244999999999977 -0.052649999999999995 -0.087424999999999989 0.086330000000000004 -0.077319999999999986 0.040965000000000008 -0.085894999999999985 -0.054654999999999988 -0.073309999999999986 -0.086849999999999997 -0.085709999999999995 0.26521500000000003 -0.084334999999999979 -0.081174999999999983 -0.092929999999999985 -0.073059999999999986 0.086300000000000016 0.08610000000000001 -0.091729999999999992 0.092225000000000015 -0.071109999999999993 -0.067104999999999984 0.091085000000000013 0.083195000000000005 -0.10151999999999999 0.094160000000000008 0.08184000000000001 1.0000000180025095e-35 -0.099059999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6 -5 9 -9 12 -12 -10 -13 15 -15 -16 25 19 -19 -20 -21 23 -23 -24 26 28 -28 -18 -27
right_child=1 2 3 7 6 -7 -8 8 10 -11 11 13 -14 14 16 -17 17 18 20 21 -22 22 24 -25 -26 29 27 -29 -30 -31
leaf_value=-1.8070157910766616e-06 2.5046013268531003e-06 -1.4925372925649901e-06 6.7720768493018117e-07 3.4860018353183045e-06 -1.1504392798400431e-06 -7.9398456612332002e-06 5.6737120121397312e-06 -8.31598437357708e-08 2.8455393267240898e-06 3.3195687181086258e-06 -4.0525559357390124e-06 2.6842374446849654e-06 -1.5342453244215905e-06 -4.4538817746797575e-06 2.8139860423455806e-06 6.169411744849641e-07 -5.8984572403816225e-06 5.1623680689279658e-06 -5.6024043663621183e-06 3.0188686287146994e-06 1.1760913287162112e-06 2.3796865970320655e-07 1.644640147977165e-07 -5.5236858315765864e-06 3.7521347678648457e-06 -3.499288119520635e-06 1.136104340730526e-05 3.5098097082721471e-07 1.5078376138112209e-07 -1.5108202182492105e-07
leaf_weight=22 22 31 25 21 32 22 20 33 37 21 26 28 20 22 24 30 23 30 22 25 40 46 209 22 22 37 20 57 394 1738
leaf_count=22 22 31 25 21 32 22 20 33 37 21 26 28 20 22 24 30 23 30 22 25 40 46 209 22 22 37 20 57 394 1738
internal_value=0 1.28317e-08 -4.98396e-09 1.01553e-08 -8.19053e-07 -3.35631e-06 1.47423e-06 3.80113e-08 1.32649e-08 1.24012e-06 -9.80274e-09 -3.65021e-08 1.30877e-06 9.36871e-10 -2.62752e-08 -1.52841e-06 2.55867e-09 -2.25714e-08 3.85767e-07 6.68611e-07 -1.22918e-06 2.52522e-07 2.12221e-08 -1.6261e-06 5.06147e-07 -9.74364e-08 3.46095e-07 3.21074e-06 -1.82867e-07 -2.20876e-07
internal_weight=0 3099 3077 3046 99 47 52 2947 2926 54 2872 2815 57 2789 2761 52 2709 2685 416 354 62 324 299 68 231 2269 494 77 417 1775
internal_count=3121 3099 3077 3046 99 47 52 2947 2926 54 2872 2815 57 2789 2761 52 2709 2685 416 354 62 324 299 68 231 2269 494 77 417 1775
is_linear=0
shrinkage=0.1


Tree=7034
num_leaves=31
num_cat=0
split_feature=472 1429 400 2 12 43 400 394 1429 1428 1420 471 152 52 1429 156 482 1447 52 157 157 157 2 0 1375 16 157 4 3 4
split_gain=7.04397e-09 9.90687e-09 6.78418e-09 2.77701e-08 3.62799e-08 2.03606e-08 1.47889e-08 8.9989e-09 7.84798e-09 7.03111e-09 6.59355e-09 7.90297e-09 1.13663e-08 8.238e-09 1.41893e-08 3.13125e-08 1.05262e-08 9.80005e-09 2.50667e-08 1.9471e-08 1.01998e-07 4.6806e-08 2.37772e-08 5.5653e-08 1.54174e-08 1.11249e-07 3.39585e-08 1.05457e-08 6.38528e-08 1.15748e-08
threshold=-0.38234499999999999 -0.23587499999999997 -0.082714999999999983 0.080205000000000012 0.087505000000000013 -0.041049999999999996 -0.081749999999999975 0.090335000000000013 -0.094049999999999981 0.092095000000000024 -0.085599999999999996 0.10338500000000002 0.084430000000000019 -0.56368999999999991 -1.0000000180025095e-35 0.093155000000000002 0.076555000000000012 -0.086849999999999997 0.26746000000000009 -0.087424999999999989 -0.090569999999999998 -0.086394999999999986 0.10402500000000002 -0.089964999999999976 -0.15308499999999997 -0.071854999999999988 -0.083699999999999983 -0.50690499999999983 -0.098469999999999988 -0.15289999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -4 8 -8 10 -10 12 13 16 15 -15 -12 18 -16 20 22 -21 23 -19 25 -23 -26 28 -28 -29
right_child=1 2 6 4 5 -7 7 -9 9 -11 11 -13 -14 14 17 -17 -18 19 -20 21 -22 24 -24 -25 26 -27 27 29 -30 -31
leaf_value=-1.7065808483115081e-06 2.0809159142641953e-06 3.5592602949287133e-06 -2.6774720503280629e-06 -2.5978050522389319e-06 3.8337271234922808e-06 9.3428056071959789e-08 -1.8728083412734914e-06 1.6277758890503197e-06 -1.5609992910218092e-06 1.5309834131177673e-06 -2.9937607299264831e-06 -1.9067255824335338e-06 2.1187386842029811e-06 3.2824126827329784e-06 3.1182957631274135e-06 -1.6287044900309412e-06 2.1179894247325139e-07 5.2243818365902626e-06 -1.4225609824691788e-06 4.386798115755634e-06 -7.8160918747016698e-06 3.2721101650746612e-06 -2.430303447908955e-06 -1.3092513732715361e-06 3.2722348233590073e-06 -6.5727511222727729e-06 2.3617494934254541e-06 8.8251633093056571e-07 -4.6113074686531791e-06 -8.1194804529858188e-08
leaf_weight=24 23 27 21 36 22 43 23 33 28 29 21 22 25 37 31 20 20 22 20 24 20 22 24 32 31 24 24 132 29 2232
leaf_count=24 23 27 21 36 22 43 23 33 28 29 21 22 25 37 31 20 20 22 20 24 20 22 24 32 31 24 24 132 29 2232
internal_value=0 1.32248e-08 -2.24586e-09 7.10457e-07 -5.11047e-08 1.35938e-06 -3.32119e-08 -1.42275e-08 -3.2964e-08 -1.82145e-08 -3.40338e-08 -1.88293e-08 -3.94262e-09 -2.3135e-08 -1.95866e-09 1.55921e-06 -1.43007e-06 -3.53245e-08 1.33757e-06 -6.20896e-08 -1.44499e-06 -8.26757e-09 1.88629e-07 1.3526e-06 -5.05617e-08 -1.86434e-06 -1.64793e-08 -5.86597e-08 -1.4537e-06 -2.73835e-08
internal_weight=0 3097 3074 128 101 65 2946 2925 2892 2869 2840 2812 2790 2765 2724 57 41 2667 51 2616 98 2518 78 54 2494 46 2448 2417 53 2364
internal_count=3121 3097 3074 128 101 65 2946 2925 2892 2869 2840 2812 2790 2765 2724 57 41 2667 51 2616 98 2518 78 54 2494 46 2448 2417 53 2364
is_linear=0
shrinkage=0.1


Tree=7035
num_leaves=31
num_cat=0
split_feature=1429 156 132 1211 1185 50 1213 400 131 133 13 1204 1212 132 52 1185 1185 1186 12 12 43 3 11 156 12 1208 1208 0 403 15
split_gain=7.3164e-09 1.48136e-08 6.81791e-09 1.61284e-07 9.7139e-08 1.84179e-08 1.13322e-08 8.35742e-09 1.02476e-08 1.39589e-08 1.21263e-08 7.34096e-09 3.03531e-08 1.96274e-08 1.95201e-08 9.02453e-09 1.48769e-08 8.93744e-09 8.08034e-09 2.50442e-08 2.1148e-08 1.76944e-08 1.30342e-08 1.40182e-08 1.22052e-08 9.03123e-09 1.69696e-08 1.07222e-07 1.72983e-08 1.19849e-07
threshold=-0.23752499999999996 0.32523500000000005 -0.083284999999999984 0.085535000000000014 -0.083264999999999992 0.09227500000000001 0.085835000000000009 -0.084549999999999986 -0.076979999999999979 -0.37971999999999995 -0.015039999999999998 -0.0076699999999999989 0.087440000000000004 -0.0065149999999999991 0.047850000000000011 0.093750000000000014 0.085600000000000009 -0.089559999999999987 0.11650500000000001 0.12757000000000002 -0.23714499999999997 -0.049509999999999992 0.097680000000000017 0.14171000000000003 0.11351500000000002 0.11846000000000001 0.092250000000000013 -0.070499999999999993 -0.5335399999999999 0.087575000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 -2 -9 -10 -11 12 13 14 -6 16 17 -13 22 -20 -21 -22 23 24 25 26 28 -28 29 -19
right_child=1 -3 4 -5 11 -7 -8 8 9 10 -12 15 -14 -15 -16 -17 -18 18 19 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.8171898013654506e-06 2.3159286987114076e-06 2.7256497088501421e-06 -6.6649556587931748e-06 9.091955103031069e-06 3.1987909085273714e-06 -2.8126564206314259e-06 -1.4535894266396684e-06 1.756156032193946e-06 -1.8348921816811383e-06 -8.7854866499335245e-07 2.4416825624484776e-06 -2.13720206375001e-06 -1.6267059628205516e-06 4.7438965384571932e-06 -1.1177834866512884e-06 -2.1406213556929288e-06 2.4195697260438468e-06 -3.4172963875210947e-06 3.0326965991532366e-06 2.0983806594953283e-06 -3.4504653053377498e-06 3.5725355124108878e-07 -2.0569184918883821e-06 2.3302508234337439e-06 -2.0891056896414676e-06 2.0393466427105434e-06 2.367370934909839e-06 -7.2398006349907347e-06 -4.3925150246330918e-08 6.8010144462486252e-06
leaf_weight=22 21 20 22 20 20 26 39 29 38 22 22 20 32 20 22 20 25 22 35 26 23 26 32 25 29 21 26 21 2371 24
leaf_count=22 21 20 22 20 20 26 39 29 38 22 22 20 32 20 22 20 25 22 35 26 23 26 32 25 29 21 26 21 2371 24
internal_value=0 1.29045e-08 -4.71641e-09 5.35696e-07 -4.56911e-08 -3.32959e-07 4.40707e-08 4.86561e-07 1.40465e-07 -4.30939e-07 7.81567e-07 5.58489e-09 8.74552e-07 2.16552e-06 9.37728e-07 -2.41613e-08 -8.63331e-09 -3.11084e-08 -1.53971e-08 8.23911e-07 -2.06856e-07 -1.43004e-06 -5.13068e-08 -2.60293e-08 -4.94609e-08 -2.56582e-08 -4.32577e-08 -1.9252e-06 -6.66227e-09 1.914e-06
internal_weight=0 3099 3079 217 2862 197 171 132 111 82 44 2840 94 62 42 2746 2726 2701 2681 110 75 49 2571 2539 2514 2485 2464 47 2417 46
internal_count=3121 3099 3079 217 2862 197 171 132 111 82 44 2840 94 62 42 2746 2726 2701 2681 110 75 49 2571 2539 2514 2485 2464 47 2417 46
is_linear=0
shrinkage=0.1


Tree=7036
num_leaves=31
num_cat=0
split_feature=472 472 1208 1208 1208 1209 403 1212 1212 402 1212 1212 1213 481 2 43 481 481 2 2 403 1454 43 2 132 403 1204 0 47 1
split_gain=7.68862e-09 9.57809e-09 7.30801e-09 1.07109e-08 8.84687e-09 1.364e-08 8.45719e-08 1.12773e-08 1.23677e-08 6.8001e-08 5.74419e-08 2.09742e-08 3.14642e-08 1.37652e-08 7.17216e-08 1.08287e-07 5.64423e-08 2.10516e-08 1.26942e-08 9.61414e-08 7.34618e-08 5.75758e-08 5.8643e-08 4.35787e-08 3.93735e-08 2.60626e-07 1.65807e-07 2.36467e-08 1.64571e-07 9.25116e-08
threshold=-0.38234499999999999 -0.095174999999999996 0.12461500000000002 0.10837500000000001 0.092250000000000013 -0.087199999999999986 -0.0047449999999999992 -0.47386499999999993 -0.089544999999999986 0.13628000000000004 -0.073259999999999978 -0.009474999999999999 -0.063509999999999997 -0.087424999999999989 0.086330000000000004 -0.077319999999999986 -0.16223499999999996 -0.085894999999999985 0.084515000000000021 0.083995000000000014 -0.088144999999999987 0.078175000000000008 -0.032879999999999993 0.084715000000000013 -0.083284999999999984 -0.074254999999999988 -0.078604999999999994 -0.10151999999999999 0.094160000000000008 0.091900000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -7 9 -9 -10 12 -12 14 15 -13 -16 -15 19 21 -21 24 -23 -20 25 -19 -26 28 29 -28
right_child=1 2 -4 -5 -6 7 -8 8 10 -11 11 13 -14 17 16 -17 -18 18 23 20 -22 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-1.7829691368357697e-06 1.9632480134532673e-06 5.6822729848136082e-06 -1.9073672751801496e-06 2.1602774821709001e-06 -1.5641795478416043e-06 -2.3806203495269076e-06 -2.8189343732327129e-06 -3.2357378074721057e-07 -4.3877196048924821e-06 6.1437303537829952e-06 4.8389654445848222e-06 4.5282512987994227e-07 -6.4136371292988768e-07 3.1734736759452588e-06 -1.8768046713914913e-06 -9.6082336484215605e-06 4.7172456499993136e-06 1.1073378304486555e-05 -4.1352155954478396e-06 -5.2666932571723705e-09 7.7063550528085535e-06 -6.6067730749043974e-08 -7.4700170853247987e-06 -8.8320282179811175e-08 -8.6857645220290928e-06 -3.5893148951463106e-06 2.1482150993007609e-06 1.1249611829357255e-07 8.2995655037410446e-06 -6.4480398599525442e-06
leaf_weight=24 25 25 20 23 36 20 22 72 30 21 22 23 20 21 27 20 25 22 27 21 30 23 20 1838 21 27 31 537 27 21
leaf_count=24 25 25 20 23 36 20 22 72 30 21 22 23 20 21 27 20 25 22 27 21 30 23 20 1838 21 27 31 537 27 21
internal_value=0 1.38103e-08 -2.05422e-09 1.04314e-08 -5.8929e-09 1.28503e-08 1.70298e-06 -1.41139e-08 2.06186e-09 1.13679e-06 -3.51881e-08 1.13962e-08 2.22928e-06 -2.23421e-08 -1.20518e-06 -4.22674e-06 1.29341e-06 1.98072e-08 -5.23141e-09 3.33521e-07 4.53098e-06 3.98716e-08 -3.50977e-06 -1.46908e-07 2.62371e-07 2.99394e-06 5.22503e-08 3.50137e-07 1.96549e-06 -1.32335e-06
internal_weight=0 3097 3072 3052 3029 2993 47 2946 2926 93 2833 2803 42 2761 95 43 52 2666 2645 780 51 729 43 1865 686 49 637 616 79 52
internal_count=3121 3097 3072 3052 3029 2993 47 2946 2926 93 2833 2803 42 2761 95 43 52 2666 2645 780 51 729 43 1865 686 49 637 616 79 52
is_linear=0
shrinkage=0.1


Tree=7037
num_leaves=31
num_cat=0
split_feature=132 1185 1203 484 484 158 1375 1456 16 484 1452 3 0 481 1447 481 456 483 484 1447 1453 484 1447 482 482 483 4 483 1 4
split_gain=7.29591e-09 4.52973e-08 1.60462e-08 6.65943e-09 4.23625e-08 2.4883e-08 2.5241e-08 4.17851e-08 5.11787e-08 2.13595e-08 2.02115e-08 2.38028e-08 9.70472e-08 4.75357e-08 4.12073e-08 3.60347e-08 2.19564e-08 3.59985e-08 8.21656e-08 1.51495e-08 2.12827e-08 1.39496e-08 1.20984e-08 8.61056e-09 1.77322e-08 5.05226e-08 1.60191e-08 1.43753e-08 2.11321e-08 1.14556e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.011244999999999998 -0.017214999999999998 -0.4686749999999999 0.084795000000000023 -0.080549999999999983 -0.0068949999999999992 -0.0032549999999999996 0.085480000000000014 -0.085784999999999986 -0.086234999999999992 -0.086219999999999977 -0.081699999999999981 -0.081334999999999977 0.087515000000000009 0.088070000000000009 -0.093244999999999981 -0.086279999999999982 -0.064249999999999988 -0.24259999999999995 -0.051529999999999992 0.11562500000000002 0.098465000000000011 0.096460000000000018 0.62931500000000018 0.085835000000000009 0.11282000000000002 -0.50940999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 7 8 -7 -5 11 12 -9 -13 -14 -15 17 18 21 -11 -21 -17 -19 24 25 26 27 29 -29 -22
right_child=1 3 -4 9 -6 6 -8 10 -10 19 -12 13 14 15 -16 16 -18 22 -20 20 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.2952176544601298e-07 4.6698258821769361e-06 2.3914808885984309e-06 -2.79036290586581e-06 3.1775433112360674e-06 -4.7252403430233938e-06 -1.9410593949942269e-07 2.7985999276817591e-06 5.4203041200238543e-06 -7.1835540575193598e-06 2.1124536955799808e-06 1.9932446232779081e-06 -4.2005253889280873e-06 -5.2171314587212697e-06 2.9184618652238739e-06 6.4285282424710512e-07 -2.2540297362391596e-06 1.8858116391129444e-06 1.6974001733805998e-06 -7.7304969408942273e-06 -3.0791737768512663e-06 -1.1942199421355327e-06 1.2287949872465422e-06 -9.6464594306373918e-07 1.7888350587976937e-06 -2.089577940704401e-06 4.4437653290703321e-06 -2.5070890369534031e-06 -4.0320556828581696e-06 5.0985181644591647e-07 1.152848386817579e-07
leaf_weight=194 21 36 28 22 21 22 24 31 20 35 38 38 20 29 30 23 24 31 24 22 69 23 38 28 39 26 25 21 20 2099
leaf_count=194 21 36 28 22 21 22 24 31 20 35 38 38 20 29 30 23 24 31 24 22 69 23 38 28 39 26 25 21 20 2099
internal_value=0 4.23097e-08 -5.52511e-07 8.54394e-09 -3.34895e-07 -1.30467e-07 -3.49238e-07 -5.42456e-07 -3.52241e-06 7.59186e-08 -1.83836e-07 -4.49846e-07 1.02435e-06 -9.6902e-07 -1.70114e-06 -3.29451e-07 -9.07301e-07 -1.38956e-06 -2.98732e-06 4.72962e-08 1.65254e-08 -5.12617e-07 2.31346e-07 4.57929e-08 2.4564e-08 6.1047e-08 1.00395e-08 3.85267e-08 -1.81649e-06 7.36078e-08
internal_weight=0 2899 222 2878 472 451 415 391 42 2406 349 311 81 230 50 192 163 139 70 2384 2349 46 69 2327 2299 2260 2234 2209 41 2168
internal_count=3121 2899 222 2878 472 451 415 391 42 2406 349 311 81 230 50 192 163 139 70 2384 2349 46 69 2327 2299 2260 2234 2209 41 2168
is_linear=0
shrinkage=0.1


Tree=7038
num_leaves=31
num_cat=0
split_feature=401 132 1185 2 3 3 4 15 403 0 1210 52 16 0 2 1213 15 3 1212 1208 42 50 13 52 2 402 403 1213 403 1212
split_gain=6.91237e-09 7.47353e-09 3.63973e-08 1.26807e-08 2.10291e-08 2.65087e-08 1.01713e-08 8.70762e-09 7.27775e-09 1.28307e-08 7.19417e-09 6.04111e-08 7.67567e-08 1.1705e-07 1.10463e-07 8.23204e-08 1.43916e-07 4.5187e-08 4.43448e-08 1.78558e-08 7.73417e-09 2.1603e-08 3.45477e-08 2.09266e-08 3.07237e-08 1.4474e-08 4.02535e-08 1.06344e-07 1.71017e-08 1.25328e-08
threshold=0.13837000000000002 -0.083174999999999985 -0.083264999999999992 0.10497000000000002 -0.083489999999999995 -0.07793499999999999 0.0061450000000000003 0.08517000000000001 -0.089609999999999981 -0.087084999999999982 -0.00046999999999999993 0.10611000000000001 -0.092484999999999984 -0.086074999999999985 0.091055000000000011 -0.085284999999999986 0.089485000000000023 -0.092984999999999984 0.087505000000000013 0.11332500000000002 0.11603500000000001 0.11863000000000001 -0.066634999999999986 0.10611000000000001 0.10327000000000001 -0.45454999999999995 -0.44023999999999991 0.04198000000000001 -0.34918499999999997 0.12799000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 -6 -7 8 -1 -10 11 12 -4 -14 15 -15 17 -17 -19 20 25 22 -22 24 -24 -12 27 -27 -28 -30
right_child=-2 2 10 -5 5 6 -8 -9 9 -11 19 -13 13 14 -16 16 -18 18 -20 -21 21 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=1.0289815681181095e-06 -1.8081615876109848e-06 4.2028382917383822e-06 -3.8594994862251042e-06 1.0794321182262279e-06 -5.1725561834679139e-06 4.9542758370080261e-07 -2.1786514110999635e-06 1.7642393884117433e-06 7.458190545796904e-07 -2.4118768448583832e-06 1.8684415245400325e-06 -4.7113279285326827e-06 7.2650481406810742e-06 4.6182959501095411e-06 5.9922654871467875e-06 -3.3715005656631549e-06 -7.3355096550254858e-06 4.6053466869653354e-06 -1.4342901658892516e-06 -2.9276946842552815e-06 3.6579168059128839e-06 -2.3625707422070263e-06 -2.8140188242429889e-06 2.9577669036484624e-06 1.3468199448930642e-06 -8.3755757032122347e-06 2.1736044794400705e-06 1.9367438767403656e-06 -3.1847781602681301e-08 -2.5459048833909041e-06
leaf_weight=23 21 21 28 39 21 25 33 23 22 31 39 20 32 24 31 20 33 31 20 21 39 20 35 20 36 20 35 20 2318 20
leaf_count=23 21 21 28 39 21 25 33 23 22 31 39 20 32 24 31 20 33 31 20 21 39 20 35 20 36 20 35 20 2318 20
internal_value=0 1.22509e-08 5.48489e-08 -5.53695e-07 -9.11514e-07 -2.12827e-06 -1.02603e-06 5.94335e-08 -4.56495e-07 -1.10114e-06 2.4413e-08 5.4965e-07 1.03011e-06 1.74691e-06 6.36336e-07 -6.60803e-07 -1.87906e-06 6.57041e-07 2.23686e-06 -2.34451e-08 -5.7563e-12 6.9705e-07 1.16776e-06 1.00552e-07 -7.04298e-07 -4.26478e-08 -7.35357e-08 -3.21942e-06 -2.05078e-08 -5.33538e-08
internal_weight=0 3100 2883 217 178 79 58 99 76 53 2862 239 219 191 159 128 104 71 51 2623 2602 150 130 91 71 2452 2413 40 2373 2338
internal_count=3121 3100 2883 217 178 79 58 99 76 53 2862 239 219 191 159 128 104 71 51 2623 2602 150 130 91 71 2452 2413 40 2373 2338
is_linear=0
shrinkage=0.1


Tree=7039
num_leaves=31
num_cat=0
split_feature=156 472 1429 1429 1456 52 42 130 15 2 15 45 11 33 106 2 15 481 480 481 1447 0 132 12 1211 43 47 15 1 16
split_gain=6.45042e-09 9.10298e-09 6.53501e-09 7.33876e-09 8.44523e-09 2.93252e-08 7.67095e-09 3.46889e-08 8.05317e-09 1.0817e-08 9.65906e-09 8.53395e-09 2.61386e-08 1.28042e-08 9.36518e-09 1.08597e-08 5.75115e-08 8.6716e-08 3.976e-08 4.60308e-08 9.11572e-08 6.84974e-08 3.97496e-08 2.2234e-07 1.18055e-07 3.78253e-08 1.44094e-07 1.23091e-07 5.48936e-08 1.31528e-07
threshold=0.3248100000000001 -0.097514999999999977 0.12387000000000002 0.11475 0.10959500000000001 -0.0041199999999999995 0.15021500000000002 -0.22699999999999995 0.17980000000000004 0.10327000000000001 0.13592500000000005 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.089100000000000026 0.083715000000000026 0.11842000000000001 -0.085894999999999985 0.11303500000000001 -0.085784999999999986 -0.085804999999999979 -0.086234999999999992 -0.083284999999999984 0.091545000000000015 0.11048500000000001 -0.0098449999999999979 0.094160000000000008 -0.10324499999999999 0.093700000000000019 -0.077879999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 8 -8 10 -10 11 12 -3 -14 15 16 17 -15 19 20 -17 -22 23 -19 25 -24 27 -27 29 -29
right_child=-2 2 -4 -5 5 -7 7 -9 9 -11 -12 -13 13 14 -16 18 -18 22 -20 -21 21 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=2.1389215123690519e-06 -1.6684814671980744e-06 3.2362596011807908e-06 -1.7187514417442301e-06 1.9202271516860494e-06 5.8520779224877254e-07 -4.1676272590033632e-06 -1.7911299540752556e-06 3.4367422036514962e-06 2.979222171277451e-06 -2.3043944782416692e-07 -1.9390951190591576e-06 -1.4915236741779537e-06 -2.1787937553367728e-06 5.6763373179584905e-06 -1.8794928127345674e-06 -6.9709360790793964e-06 -4.8068608824299495e-06 -3.1417731115652714e-06 3.7906310222542046e-06 -4.6863313333282151e-08 4.0866390525420483e-06 -3.3397270440386991e-06 -1.4579521913662683e-07 1.1004110173189475e-05 -5.8505237149120152e-06 -5.7185663367649627e-06 8.4662702035459985e-06 3.2797310420088861e-07 -2.4828095730865787e-06 7.7064488406262756e-06
leaf_weight=20 23 25 22 20 34 21 22 30 21 21 26 38 27 31 26 29 21 25 26 1892 23 27 427 20 32 27 26 78 26 35
leaf_count=20 23 25 22 20 34 21 22 30 21 21 26 38 27 31 26 29 21 25 26 1892 23 27 427 20 32 27 26 78 26 35
internal_value=0 1.23971e-08 -1.42047e-09 1.09425e-08 -1.63512e-09 -1.22951e-06 2.10194e-08 1.22495e-06 -3.54564e-10 1.37439e-06 -2.03543e-08 -2.91733e-09 1.71206e-08 -1.16423e-08 9.47397e-09 2.73658e-08 3.5236e-07 5.01388e-07 -9.43646e-08 -1.45613e-07 -2.5106e-06 7.64014e-08 2.70895e-07 3.14529e-06 7.22043e-08 3.78387e-07 1.54415e-06 4.59959e-07 1.6601e-06 2.61334e-06
internal_weight=0 3098 3078 3056 3036 55 2981 52 2929 42 2887 2861 2823 2798 2771 2745 748 727 1997 1971 79 50 696 45 651 619 192 166 139 113
internal_count=3121 3098 3078 3056 3036 55 2981 52 2929 42 2887 2861 2823 2798 2771 2745 748 727 1997 1971 79 50 696 45 651 619 192 166 139 113
is_linear=0
shrinkage=0.1


Tree=7040
num_leaves=31
num_cat=0
split_feature=11 1211 1 1200 128 15 132 1211 15 2 1211 43 402 401 1213 1212 401 401 1213 12 1212 401 394 129 0 128 402 481 481 2
split_gain=8.83467e-09 8.29433e-09 2.04618e-08 9.69588e-09 1.70826e-08 1.87876e-08 9.23488e-09 2.56422e-07 2.0254e-07 2.69e-08 2.09301e-08 2.12046e-08 1.0221e-08 2.12741e-08 9.75458e-09 6.97401e-08 5.75107e-08 3.42304e-08 5.24689e-08 1.89105e-08 1.98959e-08 1.67442e-08 4.02443e-08 3.29339e-08 1.29476e-08 1.13387e-08 1.46997e-08 1.13397e-08 1.0649e-07 8.44254e-08
threshold=-0.072629999999999986 0.11716500000000001 0.089175000000000018 0.090100000000000013 0.10979500000000002 0.089595000000000022 -0.083284999999999984 0.11048500000000001 0.091915000000000011 0.082850000000000021 0.087635000000000005 -0.0017249999999999998 -0.45015499999999992 -1.0000000180025095e-35 -0.090764999999999985 -0.089544999999999986 0.11370000000000001 0.09530000000000001 -0.41627499999999995 0.085495000000000015 0.08401500000000002 0.10632500000000002 -0.10421499999999999 -0.075474999999999987 -0.085034999999999986 0.10332500000000001 0.11174500000000002 -0.087424999999999989 -0.085629999999999984 0.086330000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 8 10 9 -2 12 -12 -8 -14 17 -16 21 19 24 -15 -21 22 -17 -24 -19 26 27 29 -29 -25
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 11 -13 13 14 15 16 -18 18 -20 20 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=-2.044188336402017e-06 -3.5996169477433192e-06 -2.7556180047020353e-07 3.7780102513806927e-06 1.812044075481465e-06 -5.4802474746143815e-08 -3.4651451793858237e-06 -1.6625642230236635e-06 -1.0790223480357368e-05 9.4919564221724979e-06 4.515074454123152e-09 4.5946665659357681e-06 4.1824633744028929e-07 2.9975896666201153e-06 2.6827879019978794e-06 4.4231381265389142e-06 -4.0606265883980089e-06 -4.8816557982907705e-06 1.2517052709881682e-06 -6.4312558234550211e-06 1.2060401478005849e-06 -2.8658078224994135e-06 2.919240400274248e-06 3.594465778916218e-06 -4.3783615616294337e-06 -2.044523944496527e-06 1.8852074241237915e-06 -2.5827192936069629e-06 6.4219441704529773e-06 -1.6066110840233832e-08 1.7032814049571245e-06
leaf_weight=21 24 33 20 29 35 30 36 22 23 151 20 31 24 29 36 24 24 22 22 28 21 20 26 42 26 32 22 26 2172 50
leaf_count=21 24 33 20 29 35 30 36 22 23 151 20 31 24 29 36 24 24 22 22 28 21 20 26 42 26 32 22 26 2172 50
internal_value=0 1.38411e-08 1.25409e-06 -7.73195e-09 -2.52182e-08 -1.62881e-06 1.00792e-08 -3.73292e-08 6.69727e-07 -4.89766e-07 4.9229e-08 2.05606e-06 1.10678e-08 3.38383e-08 6.71016e-09 5.38859e-08 -1.06313e-08 -7.8189e-07 -2.38725e-06 6.58821e-07 -5.39038e-07 3.77964e-08 1.37242e-08 5.49834e-08 -5.33752e-07 1.5723e-08 -1.01522e-08 1.45624e-08 6.00887e-08 -1.07312e-06
internal_weight=0 3100 53 3047 3018 65 2953 2755 198 175 2733 51 2682 2646 2622 2474 2438 148 70 78 49 2414 2394 2370 48 2344 2312 2290 2198 92
internal_count=3121 3100 53 3047 3018 65 2953 2755 198 175 2733 51 2682 2646 2622 2474 2438 148 70 78 49 2414 2394 2370 48 2344 2312 2290 2198 92
is_linear=0
shrinkage=0.1


Tree=7041
num_leaves=31
num_cat=0
split_feature=1211 50 2 132 15 132 1212 402 401 1210 1213 394 1176 401 1210 403 3 2 3 3 12 402 403 403 1212 401 16 4 12 393
split_gain=8.62844e-09 5.46609e-08 1.10171e-08 1.06991e-08 3.71907e-08 2.11013e-08 7.71016e-09 8.61915e-09 5.85419e-08 1.52724e-08 1.26905e-08 2.1584e-08 2.47385e-08 1.56573e-08 1.32401e-08 7.35078e-08 1.27366e-07 9.19361e-08 2.3952e-07 1.44203e-07 8.30481e-08 6.23641e-08 2.24363e-08 1.89139e-08 1.48257e-08 1.39063e-08 3.13058e-08 1.78004e-08 3.19569e-08 1.59256e-08
threshold=0.11048500000000001 0.096900000000000014 0.087855000000000003 -0.083284999999999984 0.091475000000000015 -0.050879999999999988 0.11660500000000001 -0.45015499999999992 -1.0000000180025095e-35 0.24726500000000004 0.12955000000000003 -0.12099999999999998 0.085730000000000015 -0.099524999999999988 -0.00046999999999999993 -0.0031149999999999997 -0.079594999999999985 0.084715000000000013 -0.082039999999999988 -0.082794999999999994 0.089300000000000004 -0.085519999999999985 -0.53255499999999989 -0.42244999999999994 -0.45912999999999998 0.085900000000000018 -0.092804999999999985 0.0033150000000000007 0.090840000000000018 0.088255000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 7 8 -7 10 11 -9 13 -13 15 16 17 19 21 20 -15 -19 -16 -24 -25 29 -27 28 -28 -26
right_child=1 -3 -4 5 -6 6 -8 9 -10 -11 -12 12 -14 14 22 -17 -18 18 -20 -21 -22 -23 23 24 25 26 27 -29 -30 -31
leaf_value=-1.9823913978269993e-07 -2.2772574971480462e-06 5.2727516090685231e-06 5.2458471849882296e-07 2.9169903845058799e-06 -4.1060752089094875e-06 -5.2869585813043939e-06 1.7128243598563131e-06 2.6286117234473837e-06 1.8118560826853635e-06 2.4661397801537533e-06 -2.1347662774522697e-06 -2.5944698362338943e-06 -3.2908024462338528e-06 -2.1598908530834777e-06 -2.5907633698807332e-06 5.2835169467911217e-06 -6.6088084204238847e-06 2.5940092768905745e-06 1.2887779012089598e-05 -8.0453435618002672e-06 6.2951848858141431e-06 -4.135640524726201e-06 2.9149167103655189e-06 -2.405556405121318e-06 -3.6272169554541088e-08 3.5603842476510701e-06 -9.7208418190731256e-07 -2.3672675406092113e-06 3.5777324106115537e-06 -2.8711167885830948e-06
leaf_weight=187 23 22 36 25 28 21 26 31 26 25 28 23 23 26 34 31 25 40 20 23 21 21 22 26 2166 35 38 23 26 20
leaf_count=187 23 22 36 25 28 21 26 31 26 25 28 23 23 26 34 31 25 40 20 23 21 21 22 26 2166 35 38 23 26 20
internal_value=0 1.01863e-06 -5.67659e-07 -2.71387e-08 -7.07167e-07 2.46157e-08 -1.20912e-09 -1.72743e-08 -1.35995e-06 5.86685e-09 -1.68966e-08 5.28005e-09 -2.54893e-08 3.17571e-09 2.61814e-08 7.93406e-07 2.53471e-09 1.09713e-06 3.39096e-06 -1.55716e-06 1.61791e-06 2.77245e-07 -4.02686e-08 -3.46181e-09 -3.09701e-08 -4.21998e-09 1.03482e-06 1.87895e-08 8.76279e-07 -6.22085e-08
internal_weight=0 81 59 3040 215 2825 2800 2774 47 2727 2702 2674 2643 2620 2597 207 176 151 81 70 47 61 2390 2356 2334 2308 122 87 64 2186
internal_count=3121 81 59 3040 215 2825 2800 2774 47 2727 2702 2674 2643 2620 2597 207 176 151 81 70 47 61 2390 2356 2334 2308 122 87 64 2186
is_linear=0
shrinkage=0.1


Tree=7042
num_leaves=31
num_cat=0
split_feature=1429 474 47 47 47 47 157 43 1456 159 132 1203 1185 1 0 130 157 2 157 157 43 483 12 482 2 2 2 480 482 42
split_gain=7.26573e-09 1.52524e-08 8.56092e-09 7.71053e-08 4.37337e-08 1.35324e-08 9.58782e-09 9.52103e-09 1.02602e-08 1.75617e-08 8.5985e-09 2.19177e-07 1.06002e-07 2.26322e-08 1.07785e-08 1.01145e-08 9.83115e-09 1.47805e-08 2.56009e-08 1.223e-08 1.03633e-08 9.22428e-09 3.36204e-08 2.18907e-08 1.19463e-08 1.26996e-07 8.23422e-08 5.43759e-08 3.10858e-08 4.41545e-08
threshold=0.12521000000000002 -0.45463999999999999 0.094460000000000002 0.091680000000000011 0.096770000000000009 0.089640000000000011 0.23903500000000003 0.0051600000000000005 -0.077604999999999993 0.094385000000000011 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.088135000000000005 -0.073309999999999986 0.10923000000000001 0.088145000000000015 0.095040000000000013 0.11933000000000001 0.078875000000000015 0.31463000000000002 0.12236500000000002 0.094435000000000005 0.11524000000000002 0.093320000000000014 0.092755000000000018 0.093840000000000021 0.10183000000000002 0.098465000000000011 0.11720500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 10 8 -6 -10 11 13 -12 14 15 -3 19 -18 -19 20 21 23 -23 24 25 27 -26 -14 29 -28
right_child=-2 2 4 -5 7 -7 -8 -9 9 -11 12 -13 16 -15 -16 -17 17 18 -20 -21 -22 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-2.6981216614157824e-06 1.8998896488042761e-06 1.0774616908070224e-07 -4.7883148828925025e-06 6.0986232386182698e-06 -1.9114770142418064e-06 -2.2545156169301731e-06 2.0276531974635265e-06 -1.6411242265683924e-06 -8.3151147800024427e-09 3.0928327419132984e-06 -7.2803208331606585e-06 1.0571995903774224e-05 1.6765031353497211e-07 -3.0916019893213945e-06 2.1099301875437958e-06 -2.1827709659305586e-06 -2.5267863053601549e-06 -2.1845303277504255e-06 2.6968332436115906e-06 2.527926601487707e-06 2.205073237281464e-06 -4.118140669146195e-06 1.1305223858051671e-06 3.1927444876022159e-06 -6.3139352102387594e-06 7.9171325296556464e-06 -2.7431541205166987e-07 -4.4476911756856474e-06 -3.8225932133751817e-06 2.1006229530939893e-06
leaf_weight=21 20 98 22 21 24 26 24 38 210 20 20 20 1403 28 21 24 37 22 21 20 22 23 26 22 22 21 709 26 22 88
leaf_count=21 20 98 22 21 24 26 24 38 210 20 20 20 1403 28 21 24 37 22 21 20 22 23 26 22 22 21 709 26 22 88
internal_value=0 -1.2254e-08 6.05874e-09 6.22312e-08 -4.8876e-07 1.60512e-08 3.77631e-08 -1.64821e-07 5.60434e-08 2.6135e-07 2.00424e-08 6.66786e-07 -2.929e-08 -4.91718e-07 1.73507e-08 -3.42847e-07 2.90919e-08 -1.06147e-06 1.99391e-07 6.53834e-08 4.47245e-08 2.46027e-08 -1.33314e-06 5.33658e-08 2.3219e-08 1.97126e-07 -2.76621e-07 8.36763e-08 -1.14447e-07 -1.20888e-08
internal_weight=0 3101 3080 2766 314 2745 2719 292 254 230 2695 191 2504 171 143 122 2484 80 43 2404 2384 2362 49 2313 2291 1450 841 1429 819 797
internal_count=3121 3101 3080 2766 314 2745 2719 292 254 230 2695 191 2504 171 143 122 2484 80 43 2404 2384 2362 49 2313 2291 1450 841 1429 819 797
is_linear=0
shrinkage=0.1


Tree=7043
num_leaves=31
num_cat=0
split_feature=401 1212 1 1212 42 13 402 133 15 1212 2 1212 1211 132 1203 132 158 158 42 158 1452 1452 158 41 3 41 42 15 484 0
split_gain=7.1532e-09 8.848e-09 1.81946e-08 3.81693e-08 1.89977e-08 1.78925e-08 1.60326e-08 1.60137e-08 3.64273e-08 1.59787e-08 7.07371e-08 3.80061e-08 1.37407e-08 1.28806e-08 4.13569e-08 2.27083e-08 1.03204e-08 1.63447e-08 1.56096e-08 3.68756e-08 1.01661e-08 3.90396e-08 2.36018e-08 1.17396e-08 2.84072e-08 2.39095e-08 1.14156e-08 1.67703e-08 1.30548e-08 1.11115e-08
threshold=0.13837000000000002 0.091580000000000009 0.088305000000000008 0.13027000000000002 0.094935000000000005 -0.088464999999999988 -0.064959999999999976 -0.054584999999999995 0.087685000000000013 0.087615000000000012 0.084985000000000019 0.087295000000000011 0.11048500000000001 -0.083284999999999984 0.088820000000000024 -0.050879999999999988 0.11245500000000001 0.10883000000000001 0.094365000000000018 0.12023500000000002 0.082765000000000019 0.086765000000000023 0.10654500000000001 0.088520000000000015 -0.098469999999999988 0.082735000000000017 0.084755000000000011 -0.068899999999999975 -0.063394999999999993 -0.086729999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 5 -3 -7 -8 -9 11 -11 12 13 14 -1 -15 17 20 19 -18 22 -22 23 25 -25 29 27 -23 -28 -17
right_child=-2 2 3 -5 -6 6 7 8 -10 10 -12 -13 -14 15 -16 16 18 -19 -20 -21 21 26 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-2.816793064418948e-07 -1.8394070702058908e-06 -2.9258830295475492e-06 5.0295594664930835e-06 -8.3153136017699584e-07 2.7364240427670459e-06 1.9681089302788939e-06 1.1435586679175275e-06 8.9725014547070718e-07 -4.7362116633435525e-06 -5.2107479358051809e-06 1.6081564414349715e-06 4.3460213919388477e-06 2.405536111669078e-06 3.3657515513141337e-06 -4.7244834235016247e-06 -2.5796853408767765e-07 -5.5418305441889975e-06 2.3023440893934418e-06 6.259559930213348e-07 -1.3039876909501532e-07 -4.9454590191544412e-06 -8.5165222571959023e-07 3.1549475996447052e-06 4.4739196214393928e-07 -4.22053943070337e-06 3.3961049926542079e-06 -2.6003166800920168e-06 3.2435045611123317e-06 7.5193921269428326e-07 1.9232544077673896e-07
leaf_weight=165 21 22 25 20 24 35 31 24 22 29 32 20 23 20 24 934 20 31 33 34 20 20 24 32 22 21 26 20 21 1326
leaf_count=165 21 22 25 20 24 35 31 24 22 29 32 20 23 20 24 934 20 31 33 34 20 20 24 32 22 21 26 20 21 1326
internal_value=0 1.24464e-08 6.50663e-07 2.42463e-06 1.45419e-07 -3.18641e-07 1.93495e-07 -6.13147e-07 -1.79701e-06 -3.2275e-08 -1.63362e-06 2.16856e-09 -2.86827e-08 -4.87281e-08 -8.45845e-07 9.1271e-09 -1.6853e-08 2.04508e-08 -1.08751e-06 -2.13463e-06 -8.23483e-09 -9.61585e-07 3.50074e-08 2.93953e-09 -1.45436e-06 3.74393e-08 -4.57525e-08 1.19593e-06 -1.1025e-06 6.2305e-09
internal_weight=0 3100 203 45 158 134 112 77 46 2897 61 2836 2816 2793 189 2604 2584 2497 87 54 2466 107 2359 2335 54 2281 87 40 47 2260
internal_count=3121 3100 203 45 158 134 112 77 46 2897 61 2836 2816 2793 189 2604 2584 2497 87 54 2466 107 2359 2335 54 2281 87 40 47 2260
is_linear=0
shrinkage=0.1


Tree=7044
num_leaves=31
num_cat=0
split_feature=11 1429 156 2 1456 132 12 1186 1453 132 403 133 1455 160 4 401 4 0 1 47 160 12 133 1447 160 403 1209 10 4 39
split_gain=6.11843e-09 6.06699e-09 1.49703e-08 6.37522e-09 4.78511e-08 4.7652e-08 1.67903e-07 1.35566e-07 4.24114e-08 3.71612e-08 3.16588e-08 4.83023e-08 2.88159e-08 2.63438e-08 2.40835e-08 8.46496e-08 7.38406e-08 2.85365e-08 2.34612e-07 2.9593e-08 2.93522e-08 2.18462e-08 2.31422e-08 2.09393e-08 2.25912e-08 2.06843e-08 2.08977e-08 2.0331e-08 2.43525e-08 2.35469e-08
threshold=-0.072629999999999986 -0.23752499999999996 0.32523500000000005 0.083715000000000026 0.061930000000000006 -0.083284999999999984 0.091545000000000015 0.049580000000000006 -0.079219999999999985 -0.014134999999999998 -0.54856499999999986 0.40304500000000004 0.0034400000000000008 -0.53908999999999996 -0.083644999999999983 0.076195000000000013 -0.081224999999999978 -0.10151999999999999 0.094220000000000012 0.097970000000000015 -0.43215499999999996 0.089300000000000004 0.061605000000000007 0.059120000000000013 -0.55323499999999981 -0.5335399999999999 -0.089214999999999989 -0.011559999999999999 -0.011559999999999999 0.089790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 -7 -10 11 -5 13 -11 15 21 -16 18 -18 -20 -19 22 -15 24 -12 -26 -27 -22 -29 -30
right_child=1 2 -4 10 -6 7 -8 -9 9 12 23 -13 -14 14 16 -17 17 20 19 -21 27 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-1.7011592739263073e-06 -1.643215356042757e-06 -2.049437228799014e-06 2.7503445232923695e-06 -6.3462862574681375e-06 5.0726870813377897e-06 4.7060361407602618e-06 1.0137817914710469e-05 -7.8010343920389218e-06 4.290147383017029e-06 -3.5462946681263934e-06 -2.9999089292687131e-06 6.0370257415343076e-07 -3.7297525328280505e-06 -3.1299313272589085e-06 5.5970652423499043e-06 -6.9355882412007012e-06 1.0026886870188416e-05 3.2010722514996816e-06 -4.7241693214741449e-06 4.0592706434174696e-07 -2.5013514757778796e-06 2.5096570214844653e-06 9.7870765726242857e-07 2.5069141681655084e-06 2.8848659136807939e-06 -2.9415301341941814e-06 -3.2905511022016011e-08 -7.9511225836347922e-07 1.3336078971606629e-06 -1.4946810456667909e-06
leaf_weight=21 22 26 20 20 20 20 20 22 20 20 26 20 21 26 26 21 24 25 23 22 39 27 29 32 24 25 2069 230 144 37
leaf_count=21 22 26 20 20 20 20 20 22 20 20 26 20 21 26 26 21 24 25 23 22 39 27 29 32 24 25 2069 230 144 37
internal_value=0 1.15212e-08 2.33485e-08 5.51331e-09 2.39751e-07 1.22162e-07 3.24937e-06 -6.32139e-08 1.62558e-07 3.87576e-08 -8.34887e-08 -2.87129e-06 -8.0329e-08 3.02596e-08 1.36546e-07 -1.2707e-06 3.90839e-07 1.42012e-07 2.04232e-06 -2.21612e-06 -1.34032e-07 1.80062e-07 -9.63558e-07 -3.22423e-08 -7.01402e-08 -3.41752e-08 -6.76312e-08 -3.19316e-07 -1.12262e-07 7.55449e-07
internal_weight=0 3100 3078 3058 842 822 46 776 754 734 2216 40 714 693 673 103 570 544 69 45 475 82 55 2176 2144 2118 2094 450 411 181
internal_count=3121 3100 3078 3058 842 822 46 776 754 734 2216 40 714 693 673 103 570 544 69 45 475 82 55 2176 2144 2118 2094 450 411 181
is_linear=0
shrinkage=0.1


Tree=7045
num_leaves=31
num_cat=0
split_feature=472 1429 47 0 1 0 47 15 0 393 43 156 131 400 128 12 15 4 1213 49 156 133 12 2 50 3 16 16 159 52
split_gain=7.14865e-09 1.05039e-08 6.84602e-09 5.33442e-08 2.49319e-07 8.23533e-08 4.89015e-08 2.33783e-08 1.40319e-08 9.23629e-09 9.00194e-09 8.81404e-09 8.8477e-09 1.14201e-08 1.06684e-08 1.4481e-08 4.22072e-08 2.612e-08 1.82006e-08 1.03263e-08 3.03212e-08 4.98726e-08 9.42132e-08 4.57754e-08 4.17358e-08 2.19667e-08 1.76321e-08 4.41684e-08 4.08798e-08 4.09464e-08
threshold=-0.38234499999999999 -0.23587499999999997 0.092710000000000015 -0.10224499999999999 0.099400000000000002 -0.09595999999999999 0.09055500000000001 -0.18895499999999996 -0.091354999999999978 0.12679500000000002 0.0051600000000000005 0.12734000000000004 0.13767000000000004 -0.14175499999999996 0.090375000000000025 0.089150000000000021 0.088345000000000021 -0.079329999999999984 -1.0000000180025095e-35 0.10440000000000001 0.087610000000000007 0.08622500000000001 0.089410000000000003 0.093320000000000014 -0.14320999999999998 -0.06977499999999999 0.23311500000000004 0.19444000000000003 0.10519500000000001 -0.13993999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 -5 9 -6 -7 11 -10 12 13 -3 19 18 -17 -18 -16 26 21 23 -23 -21 -24 -25 27 -15 29 -28
right_child=1 2 3 5 7 8 -8 -9 10 -11 -12 -13 -14 14 15 16 17 -19 -20 20 -22 22 24 25 -26 -27 28 -29 -30 -31
leaf_value=-1.7192041904460591e-06 2.1424129939710522e-06 1.9390235087074315e-06 -1.2050159165526219e-05 6.321204577510625e-06 3.1892095502631236e-06 -2.0682204753289366e-06 4.8564202405118742e-06 -8.2409591936510042e-07 3.984174020743581e-07 1.8879920713306303e-06 -1.5755819428401692e-06 -1.6556161547498506e-06 -1.938884197047826e-06 7.4672977413419119e-08 -1.6791004322444878e-06 -4.4543272844583212e-06 2.1794146954943829e-06 -2.4250747442651617e-06 2.0599017867321358e-06 4.5944431002724402e-06 2.5133626580170061e-06 -7.4927241249842439e-06 2.9303452229421307e-06 -3.535720216945038e-06 -2.8456819312976164e-06 5.0669331539843482e-07 8.1746486914418157e-07 -4.6473577158678841e-06 -3.2591731314823845e-06 4.876121723403534e-06
leaf_weight=24 23 31 21 21 21 35 21 47 160 26 27 32 23 2070 23 33 28 22 30 21 26 29 22 20 29 41 145 20 20 30
leaf_count=24 23 31 21 21 21 35 21 47 160 26 27 32 23 2070 23 33 28 22 30 21 26 29 22 20 29 41 145 20 20 30
internal_value=0 1.33339e-08 -2.59613e-09 -4.31472e-07 -2.52598e-06 3.35653e-07 4.9332e-08 4.15307e-07 -2.30548e-07 1.22321e-08 1.13401e-07 -5.86432e-09 1.396e-08 3.09734e-08 8.30203e-09 -8.53993e-07 -1.67856e-06 1.53439e-07 4.37316e-07 5.5723e-08 -6.56678e-07 -1.16545e-06 -2.94183e-06 5.67602e-07 -3.54062e-07 -8.18688e-07 1.14336e-07 2.94861e-08 1.02376e-06 1.51323e-06
internal_weight=0 3097 3074 332 89 243 2742 68 222 2721 187 2695 2663 2640 2609 136 83 50 53 2473 188 162 80 82 51 61 2285 2090 195 175
internal_count=3121 3097 3074 332 89 243 2742 68 222 2721 187 2695 2663 2640 2609 136 83 50 53 2473 188 162 80 82 51 61 2285 2090 195 175
is_linear=0
shrinkage=0.1


Tree=7046
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 2 399 42 132 4 1186 129 1184 1212 128 15 1210 1212 2 160 0 13 1211 3 1185 1208 1208 1209 1212 401 1213
split_gain=7.0867e-09 3.49011e-08 1.4895e-08 1.09595e-08 9.27276e-09 2.22079e-08 2.14586e-08 1.97375e-08 7.45553e-09 7.33758e-09 1.46698e-08 1.8234e-08 7.24867e-09 2.23787e-08 3.90461e-08 1.9934e-08 1.73898e-08 5.49008e-08 2.48403e-08 1.50344e-08 2.71448e-08 1.80037e-08 1.06914e-08 1.04181e-08 7.82096e-09 1.25313e-08 1.05188e-08 1.0968e-08 1.09175e-08 2.00443e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.089125000000000024 0.085965000000000014 -0.049004999999999993 -0.41094499999999995 0.055260000000000011 0.090275000000000008 -0.077709999999999987 0.084515000000000021 0.091580000000000009 0.088865000000000013 0.083935000000000023 -0.064344999999999999 0.087615000000000012 0.084985000000000019 -0.57146499999999989 -0.083674999999999986 -0.070304999999999992 0.11671000000000002 -0.087319999999999995 0.087485000000000021 0.11531000000000001 0.10233500000000001 0.087485000000000021 0.086140000000000008 0.11916500000000001 -0.084774999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -6 -9 10 -3 12 16 14 -14 -16 18 -18 -12 -17 -21 22 -22 24 25 26 27 28 29 -20
right_child=1 9 -4 -5 7 -7 -8 8 -10 -11 11 -13 13 -15 15 19 17 -19 23 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.7531606901429775e-06 4.1036143080591938e-06 -2.2057834562853411e-06 -2.8439000593607491e-06 -2.412023752099014e-06 3.0869225243944904e-06 5.1674490139573347e-07 -1.2081726481483203e-07 9.1299756419971347e-07 -1.8174842898588398e-06 1.4112096655357951e-06 3.3374774354590709e-06 3.0259826851875006e-06 -3.8204667022444569e-06 3.5983218760355323e-06 3.4278663179065916e-06 -2.0913167655966059e-06 -5.0346245517276765e-06 1.231551012661557e-06 1.3301329199822267e-06 3.4091763024792145e-06 -7.1331306344291085e-07 -2.6399494665631871e-06 2.556458694158437e-06 -2.3106009240336792e-06 -1.8157684129012827e-06 1.9961090856668306e-06 1.7462605433482885e-06 -2.2245643460495479e-06 -1.5561575443588599e-06 -6.4529708281585696e-08
leaf_weight=20 21 30 25 21 26 70 20 20 20 37 22 20 21 22 24 22 27 29 108 28 20 22 20 20 24 31 33 23 46 2249
leaf_count=20 21 30 25 21 26 70 20 20 20 37 22 20 21 22 24 22 27 29 108 28 20 22 20 20 24 31 33 23 46 2249
internal_value=0 4.16936e-08 -5.44537e-07 -2.52739e-07 4.90247e-09 -5.5734e-07 -2.43699e-06 9.41974e-07 -4.52243e-07 1.20549e-08 -6.16714e-09 1.7308e-08 -4.25187e-09 6.11363e-07 1.92809e-07 8.12506e-07 -4.64399e-08 -1.78964e-06 -8.24772e-09 2.52071e-07 8.249e-07 -3.42193e-07 9.21573e-07 -3.72951e-08 -1.92099e-08 -1.89366e-09 -2.7082e-08 -5.12041e-08 -3.04021e-08 -6.24929e-10
internal_weight=0 2899 222 197 176 110 40 66 40 2878 2841 2811 2791 179 157 136 2612 56 2556 112 90 62 40 2534 2514 2490 2459 2426 2403 2357
internal_count=3121 2899 222 197 176 110 40 66 40 2878 2841 2811 2791 179 157 136 2612 56 2556 112 90 62 40 2534 2514 2490 2459 2426 2403 2357
is_linear=0
shrinkage=0.1


Tree=7047
num_leaves=31
num_cat=0
split_feature=1429 156 1425 52 12 475 475 484 2 3 151 52 16 1429 51 49 0 11 52 1 16 4 48 457 12 50 151 39 2 156
split_gain=6.2772e-09 1.38436e-08 6.40878e-09 6.74512e-09 1.48295e-08 1.0129e-08 8.12517e-08 5.14576e-08 3.63215e-08 2.18351e-08 1.74228e-08 1.30807e-08 9.22349e-09 8.02287e-09 2.61221e-08 2.78913e-08 8.26788e-09 4.82547e-08 2.1842e-08 6.41279e-08 6.36646e-08 9.24747e-08 2.56154e-08 2.38032e-08 1.31554e-08 3.75895e-08 2.25854e-08 1.17344e-08 1.10329e-08 9.95623e-09
threshold=-0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.56741999999999992 0.083985000000000018 -0.086279999999999982 -0.085684999999999997 0.085790000000000019 0.10644500000000001 -0.087429999999999994 -0.52488999999999986 -0.016329999999999997 0.26799500000000004 -0.054654999999999988 -0.085604999999999987 0.086395000000000013 -0.14794999999999997 -0.072629999999999986 -0.080114999999999978 0.090130000000000016 -0.073849999999999985 -0.017809999999999996 -0.072824999999999987 0.11577000000000001 0.089085000000000011 0.077805000000000013 -0.016164999999999995 0.087470000000000006 0.090425000000000019 -0.092624999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 9 -5 -8 12 -11 14 15 -12 18 -18 19 -15 22 -22 -20 24 25 26 -24 28 -28 -19
right_child=1 -3 -4 5 -6 6 10 -9 -10 11 13 -13 -14 16 -16 -17 17 29 20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.6831983778977454e-06 -5.2536767973585738e-07 2.6343756587721147e-06 -1.6328156784576703e-06 3.4992486822223636e-06 3.2369968544543331e-06 6.2266321254442342e-06 -2.3742171694515668e-06 -5.1645087850097894e-06 -3.7935549342194012e-06 -2.6377368521934839e-06 5.0079479478881694e-06 1.9217947898265598e-06 3.629102533999512e-07 2.6515852766806347e-06 -1.8400685871711176e-06 -1.5185036261300411e-07 -4.9652463803795398e-06 -2.2556174621968239e-06 -3.046325871929929e-06 -4.1865364892146316e-06 -2.4503052202362598e-07 9.3713481315660371e-06 -2.4517004521840138e-06 3.8197288404262512e-06 2.4264484268531395e-06 -4.2357097588663351e-06 2.1102626192259778e-07 -7.4390573445271003e-07 3.155296767545224e-06 -1.5378851070133395e-08
leaf_weight=22 22 20 24 24 20 21 31 23 20 20 22 22 21 24 20 20 20 20 22 32 20 20 20 20 21 20 20 20 35 2455
leaf_count=22 22 20 24 24 20 21 31 23 20 20 22 22 21 24 20 20 20 20 22 32 20 20 20 20 21 20 20 20 35 2455
internal_value=0 1.195e-08 -5.08424e-09 7.70317e-09 1.26623e-06 -9.84024e-09 2.90941e-08 -8.73284e-07 4.91283e-08 9.32504e-07 -1.63805e-08 -4.53038e-08 -1.10082e-06 9.43828e-09 1.13446e-06 2.5509e-06 -1.57518e-08 -7.3015e-08 5.05678e-07 -1.25591e-06 9.58196e-07 4.56316e-06 1.48092e-07 5.98587e-07 1.2489e-07 -2.95395e-07 5.34145e-07 1.33037e-06 2.08465e-06 -3.34818e-08
internal_weight=0 3099 3079 3055 42 3013 2883 130 107 87 2862 63 41 2831 62 42 2769 2495 274 56 218 40 178 156 136 115 95 75 55 2475
internal_count=3121 3099 3079 3055 42 3013 2883 130 107 87 2862 63 41 2831 62 42 2769 2495 274 56 218 40 178 156 136 115 95 75 55 2475
is_linear=0
shrinkage=0.1


Tree=7048
num_leaves=31
num_cat=0
split_feature=156 475 1373 457 1374 133 133 480 42 402 157 403 1371 1447 1454 2 2 2 42 2 43 2 2 0 42 1210 52 133 133 133
split_gain=7.47369e-09 8.6554e-09 5.97266e-09 1.70173e-08 6.18677e-09 6.55082e-09 7.96574e-08 4.53984e-08 1.24006e-07 7.97195e-08 3.34329e-08 3.27244e-08 2.75051e-08 2.64021e-08 2.73645e-08 1.95397e-08 6.565e-08 4.72406e-08 7.65648e-08 6.98896e-08 2.83834e-08 5.12474e-08 3.76816e-08 4.4393e-08 9.71436e-08 3.1689e-08 1.77592e-08 1.57812e-08 6.86349e-08 3.10877e-08
threshold=0.3248100000000001 0.13528000000000004 -1.0000000180025095e-35 0.29113500000000009 -0.094929999999999987 0.09112000000000002 0.090310000000000015 0.086995000000000017 0.091205000000000008 0.10874500000000002 -0.073574999999999988 -0.55276999999999987 0.083235000000000017 0.059120000000000013 0.11562500000000002 0.097220000000000015 0.10136500000000002 0.09358000000000001 0.096610000000000015 0.092235000000000025 0.05259500000000001 0.090790000000000023 0.088555000000000009 -0.068944999999999992 0.090690000000000007 -0.0074649999999999985 0.13796000000000003 0.087720000000000006 0.087495000000000003 0.087285000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 12 9 -9 10 -7 -12 13 14 27 17 -17 19 -19 20 21 22 23 24 25 -13 -18 28 29 -6
right_child=-2 -3 3 -5 5 7 -8 8 -10 -11 11 15 -14 -15 -16 16 26 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.5096981008774982e-06 -1.7959596650895116e-06 2.036621388123465e-06 -1.7602597120358611e-06 2.8492336490498497e-06 1.3316222536148808e-08 -4.070512238740776e-06 5.9355851612469019e-06 -9.2982067826596917e-06 6.8080881262768815e-07 6.1769921649101888e-06 -3.8636362660326995e-06 -3.4054043590003857e-06 2.7652243684567817e-06 -2.6344667358408086e-06 -3.6597569618379567e-06 -5.0365578639836411e-06 -4.2061215132116967e-07 -8.5056987776018417e-07 6.846607628371462e-06 -5.5371993783280366e-06 -2.2666801930365015e-06 5.1406080574452067e-06 -2.5407212820642305e-06 -2.1327347764911663e-06 6.2687698421844589e-06 1.1383684473071987e-06 2.4780235338976825e-06 1.2468529675134223e-06 -5.6919500572067119e-06 3.7095598602461352e-06
leaf_weight=26 23 21 20 21 2132 22 23 20 33 20 22 20 36 38 20 30 113 24 28 21 33 25 37 35 36 66 26 106 21 23
leaf_count=26 23 21 20 21 2132 22 23 20 33 20 22 20 36 38 20 30 113 24 28 21 33 25 37 35 36 66 26 106 21 23
internal_value=0 1.33373e-08 -4.71229e-10 1.23901e-08 -7.2712e-09 4.37657e-09 7.88275e-08 -2.87944e-07 -3.08486e-06 -2.22872e-08 -2.52744e-07 -8.99706e-08 2.21333e-08 -2.00681e-08 2.30888e-08 7.80873e-08 -7.94067e-07 5.31608e-07 3.29406e-06 5.4253e-09 4.67311e-07 8.79282e-07 3.30142e-07 1.00671e-06 1.90738e-06 8.16771e-08 1.21579e-07 5.53661e-08 -2.67504e-09 5.27657e-08
internal_weight=0 3098 3077 3051 3030 3010 2399 611 53 558 538 516 2376 2340 2302 494 169 325 52 273 252 219 194 157 122 86 139 2282 2176 2155
internal_count=3121 3098 3077 3051 3030 3010 2399 611 53 558 538 516 2376 2340 2302 494 169 325 52 273 252 219 194 157 122 86 139 2282 2176 2155
is_linear=0
shrinkage=0.1


Tree=7049
num_leaves=31
num_cat=0
split_feature=156 1428 132 393 1203 51 0 1212 2 130 3 1212 13 43 1212 1212 128 43 13 16 3 1212 1183 129 1184 1427 474 1185 1420 1419
split_gain=6.0536e-09 7.8678e-09 6.05677e-09 3.01139e-08 1.38008e-08 7.26351e-09 6.19069e-09 1.39488e-08 6.54241e-09 1.11038e-08 1.19496e-08 6.06762e-09 4.30393e-08 7.48986e-08 5.15021e-08 4.14038e-08 2.2196e-08 2.26339e-08 3.3646e-08 1.90728e-08 2.45176e-08 1.5118e-08 1.13692e-08 9.61103e-09 1.97821e-08 9.01779e-09 1.34694e-08 8.50358e-09 8.10352e-09 1.71285e-08
threshold=0.3248100000000001 0.10668500000000002 -0.083174999999999985 0.12069000000000002 0.088820000000000024 0.035765000000000012 -0.09515499999999999 0.055770000000000007 0.097385000000000013 0.086650000000000019 -0.084964999999999985 0.08759500000000002 -0.085584999999999981 -0.0017249999999999998 0.089125000000000024 0.086920000000000011 0.088865000000000013 -0.03898999999999999 -0.0044799999999999987 -0.069894999999999985 -0.078084999999999988 0.085235000000000019 -0.073809999999999973 -0.077709999999999987 0.088135000000000019 0.089335000000000012 0.096435000000000007 1.0000000180025095e-35 -0.079539999999999986 0.086505000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 5 6 -1 8 9 10 -8 15 13 -13 -14 21 17 18 -16 -19 -21 22 -4 -24 25 27 -27 28 29 -25
right_child=-2 -3 3 -5 -6 -7 7 -9 -10 -11 -12 12 14 -15 16 -17 -18 19 -20 20 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=1.1536885895752792e-06 -1.6163634605302082e-06 1.988985741832039e-06 2.2457423380150103e-06 3.8110316555026833e-06 -2.5799173792100711e-06 -1.6630994405753381e-06 1.9946544372172728e-06 -2.7098662053504084e-06 1.3911734860753754e-06 -2.1073786397115175e-06 -1.0996937703566802e-06 5.8084471775795726e-06 -4.8162959584177862e-06 -1.2772248798962841e-06 -5.0736584353217043e-06 -4.1690683625953776e-06 2.9005916936902006e-06 2.5224823540762983e-06 3.3785131142428364e-07 1.5384945072582924e-06 -2.8171841298293052e-06 2.7424439394962974e-06 -1.7328220533238093e-06 -2.8076074528371467e-06 3.1173815932561415e-06 3.2876559743044711e-06 -3.3845352780710011e-07 -2.1186208851986523e-06 -1.6850059858462844e-08 3.7210129954069597e-07
leaf_weight=39 23 20 22 21 28 29 26 20 31 24 24 35 22 26 20 24 28 36 27 28 24 20 33 32 20 20 21 20 2342 36
leaf_count=39 23 20 22 21 28 29 26 20 31 24 24 35 22 26 20 24 28 36 27 28 24 20 33 32 20 20 21 20 2342 36
internal_value=0 1.19923e-08 -8.53681e-10 3.81609e-08 -5.05219e-07 -2.04226e-07 5.3745e-08 -2.89437e-07 1.71597e-07 -3.39307e-07 5.09367e-07 1.02236e-08 4.84835e-07 2.78832e-06 -2.74694e-07 -3.48554e-08 3.38283e-07 -1.93158e-07 -1.96492e-06 7.53123e-07 -4.71819e-07 3.81226e-09 -1.77009e-08 -3.74299e-08 -1.49698e-08 -4.03227e-08 1.43038e-06 -6.51371e-08 -4.80957e-08 -1.12423e-06
internal_weight=0 3098 3078 2857 221 193 164 125 105 74 50 2836 246 61 185 2590 163 135 47 88 52 2566 2546 2524 2491 2471 41 2430 2410 68
internal_count=3121 3098 3078 2857 221 193 164 125 105 74 50 2836 246 61 185 2590 163 135 47 88 52 2566 2546 2524 2491 2471 41 2430 2410 68
is_linear=0
shrinkage=0.1


Tree=7050
num_leaves=31
num_cat=0
split_feature=132 1186 1185 52 52 12 12 1204 12 400 402 1185 1185 1 10 33 1 1 1447 9 43 481 96 160 160 160 457 150 151 1456
split_gain=6.09036e-09 1.66729e-07 1.02033e-07 1.50038e-08 1.19254e-08 1.15787e-08 2.18947e-08 6.00042e-09 2.97875e-08 3.0386e-08 1.04991e-08 7.96063e-09 1.29597e-08 7.92659e-09 1.8141e-07 1.02283e-07 5.1243e-08 3.44699e-08 2.73759e-08 2.57197e-08 7.45402e-08 2.42704e-08 1.96458e-08 1.687e-08 1.53851e-08 2.37488e-08 2.06939e-08 2.00544e-08 4.65199e-08 1.81307e-08
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 0.090645000000000017 0.11527000000000001 0.090165000000000009 -0.0076699999999999989 0.087535000000000016 -0.079519999999999993 -0.064959999999999976 0.093750000000000014 0.085600000000000009 0.09253500000000002 -0.0026549999999999994 -1.0000000180025095e-35 0.093100000000000002 0.093700000000000019 0.059120000000000013 -1.0000000180025095e-35 -0.074974999999999986 -0.16223499999999996 0.086110000000000006 -0.43215499999999996 0.11205000000000002 0.090980000000000019 -0.11701499999999999 0.12706500000000001 0.084990000000000024 -0.079429999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 8 -4 -10 -11 12 13 14 -9 -15 -17 -18 21 20 22 -16 -19 -21 25 26 -25 28 29 -28
right_child=2 -3 7 -5 -6 -7 -8 11 9 10 -12 -13 -14 15 18 16 17 19 -20 23 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=4.3535758782417498e-08 -6.822690391510895e-06 8.7651907258325746e-06 -2.3283904664347815e-06 -2.557592346517725e-06 2.171711923351506e-06 1.8004008541625116e-06 -2.9504560860583628e-06 -9.3840545819797884e-06 5.0045918442265254e-06 2.1746125444873803e-06 -7.6136787078181008e-07 -2.000966255018e-06 2.267805852170568e-06 7.1138409393391892e-06 -3.3180121333672384e-06 -4.7119446228614173e-06 4.0822845464431756e-06 2.0830215993144876e-06 2.6949624150852794e-06 2.4979119533696806e-06 -6.1665769462706528e-06 -4.7605869767614434e-08 -1.5712474182448333e-06 3.3460255235695519e-06 2.3388537923188603e-06 -2.8464422383775756e-06 -2.6193185071267932e-06 3.2056383292911048e-06 -4.6408261693743827e-06 2.3810579079433229e-07
leaf_weight=94 22 22 23 28 21 21 33 21 21 21 29 20 25 21 23 22 22 31 36 32 25 1695 28 20 31 27 23 20 21 643
leaf_count=94 22 22 23 28 21 21 33 21 21 21 29 20 25 21 23 22 22 31 36 32 25 1695 28 20 31 27 23 20 21 643
internal_value=0 5.08508e-07 -3.83789e-08 -4.13558e-07 -5.83333e-08 -3.74759e-07 -7.34431e-07 1.34457e-08 7.99262e-07 1.81245e-06 4.71744e-07 -1.30679e-08 1.30593e-09 -1.93663e-08 -1.44818e-07 2.11149e-07 5.77557e-08 1.71443e-07 -3.42004e-08 7.59508e-08 -1.59031e-06 -9.1389e-08 3.48792e-07 2.47267e-07 1.55521e-07 6.57556e-08 1.73911e-07 8.4177e-08 -6.69527e-09 1.39426e-07
internal_weight=0 219 2902 197 169 148 127 2880 94 71 50 2786 2766 2741 1775 966 945 923 1754 901 84 1718 59 817 785 754 727 707 687 666
internal_count=3121 219 2902 197 169 148 127 2880 94 71 50 2786 2766 2741 1775 966 945 923 1754 901 84 1718 59 817 785 754 727 707 687 666
is_linear=0
shrinkage=0.1


Tree=7051
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 3 400 2 131 133 1186 391 128 16 1185 43 130 4 15 2 402 12 0 2 0 133 16 16 402 133 1212
split_gain=5.92745e-09 3.69815e-08 1.5214e-08 1.0282e-08 8.08083e-09 7.14367e-09 7.33802e-09 1.14676e-08 1.96254e-08 5.98301e-09 1.29448e-08 8.03176e-09 2.80642e-08 2.00507e-08 8.62666e-09 2.37538e-08 1.66908e-08 7.93832e-09 1.25786e-08 7.99768e-09 3.52287e-08 5.38923e-08 8.07735e-08 4.74187e-08 1.39566e-07 6.89529e-08 3.17827e-08 2.55315e-08 2.13969e-08 1.68002e-08
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.092644999999999991 -0.087679999999999994 0.10497000000000002 -0.076979999999999979 -0.40071499999999999 0.090275000000000008 -0.086319999999999994 0.10773500000000001 -0.078844999999999985 0.089300000000000004 -0.53814999999999991 -0.22699999999999995 0.63113500000000011 0.17980000000000004 0.10327000000000001 0.081585000000000019 0.083985000000000018 -0.086234999999999992 0.086285000000000014 -0.083804999999999977 -0.072364999999999985 -0.080954999999999985 -0.074319999999999983 0.020685000000000005 0.017095000000000003 -0.09386499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -7 -9 10 -3 13 -13 14 -12 -16 17 19 -19 27 21 22 -21 24 29 -25 -27 -17 -28 -22
right_child=1 9 -4 -5 5 6 -8 8 -10 -11 11 12 -14 -15 15 16 -18 18 -20 20 23 -23 -24 25 -26 26 28 -29 -30 -31
leaf_value=-1.6030832939577522e-06 4.2193628490037685e-06 -2.5439438171304121e-06 -2.9940328410950977e-06 -2.0383966515240632e-06 2.0033712437659483e-06 1.6082848244126502e-06 1.5117065804251642e-06 -3.3795718773826198e-06 1.1838639526138409e-07 1.2710515426767194e-06 1.7871346935188974e-06 3.6945429810657517e-06 -7.7711439736560808e-07 -3.0933036008545538e-06 -3.3594061625037632e-06 -5.4640617887882024e-08 2.5887505735227026e-06 3.1790070124770866e-06 -1.8562506556918379e-07 8.8263104275525123e-06 -1.7565521564696003e-06 -1.3768789912042533e-06 4.5539870825450635e-08 4.7190701802473752e-06 -9.0324335966821923e-06 -3.1438624883494099e-06 -9.6400574168203302e-07 -3.2674496833351444e-06 3.0959903269831557e-06 1.5747711406065053e-06
leaf_weight=25 21 20 22 27 22 23 27 23 53 37 27 25 32 21 21 2331 25 20 25 22 24 23 20 37 21 29 27 25 25 41
leaf_count=25 21 20 22 27 22 23 27 23 53 37 27 25 32 21 21 2331 25 20 25 22 24 23 20 37 21 29 27 25 25 41
internal_value=0 3.81362e-08 -4.98006e-07 -2.23443e-07 5.98153e-08 3.4071e-07 5.04044e-08 -3.48133e-07 -9.40206e-07 7.62692e-09 -8.82739e-09 9.14578e-09 1.18414e-06 -1.50853e-08 8.48112e-09 -9.20063e-09 1.69049e-08 -7.17609e-09 1.30977e-06 -2.97523e-08 4.86817e-07 2.51418e-06 4.64499e-06 -1.59155e-07 -1.94503e-06 1.14242e-06 -4.91363e-07 -8.87324e-08 9.87915e-07 3.44744e-07
internal_weight=0 2899 222 200 173 148 126 99 76 2878 2841 2821 57 2764 2743 2716 2695 2670 45 2625 269 65 42 204 86 118 81 2356 52 65
internal_count=3121 2899 222 200 173 148 126 99 76 2878 2841 2821 57 2764 2743 2716 2695 2670 45 2625 269 65 42 204 86 118 81 2356 52 65
is_linear=0
shrinkage=0.1


Tree=7052
num_leaves=31
num_cat=0
split_feature=401 1212 403 1211 1211 1185 1186 0 394 4 394 390 394 130 40 4 1429 156 11 11 475 15 15 2 2 1210 0 0 12 1452
split_gain=6.13233e-09 7.20898e-09 2.35189e-08 1.0188e-08 1.39724e-08 6.91202e-09 9.49788e-09 1.01788e-08 9.28179e-09 4.70484e-08 1.65816e-08 1.32513e-08 1.54567e-08 8.50513e-09 9.42883e-09 1.3854e-08 8.06155e-09 1.49104e-08 8.11298e-09 3.03073e-08 1.69933e-08 7.29267e-09 3.16221e-08 1.36526e-07 3.16693e-07 3.14279e-08 3.05565e-08 1.01519e-07 5.65516e-08 5.99926e-08
threshold=0.13837000000000002 0.13613500000000003 -0.028309999999999998 0.12162000000000002 0.11301500000000002 -0.10973499999999999 -0.088079999999999978 -0.083804999999999977 -0.10499499999999999 -0.083439999999999986 -0.09139499999999999 0.088485000000000008 -0.086374999999999993 -0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.23752499999999996 0.32523500000000005 0.095720000000000013 0.099410000000000012 0.093020000000000005 0.087575000000000014 0.085550000000000015 0.083715000000000026 0.084985000000000019 -0.089089999999999989 -0.086234999999999992 -0.089269999999999988 0.083715000000000026 0.083330000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -7 9 -8 -10 12 -12 -14 -15 16 -16 18 20 -20 21 22 25 -24 -25 -18 27 -23 -28 -30
right_child=-2 2 -4 -5 -6 6 8 -9 10 -11 11 -13 13 14 15 -17 17 -19 19 -21 -22 26 23 24 -26 -27 28 -29 29 -31
leaf_value=-1.8619932006913587e-06 -1.7030985569969443e-06 -8.2811630554383933e-07 3.8150472377651571e-06 -2.1509613444240215e-06 2.5792780980910247e-06 2.7924362748308341e-06 -4.8017382244117239e-06 -1.9395695398132032e-07 2.8063134658666623e-06 9.5774358774055941e-07 2.5340476483393107e-06 -2.218858129449725e-06 1.9439894065891909e-06 -2.193428354075877e-06 -1.9891031635259942e-06 2.1598898981743523e-06 3.480994135315996e-06 2.6981094310940538e-06 -4.2193366891210427e-06 6.6973878247722502e-07 2.432598189930754e-06 2.2404176373669314e-07 4.0503576671873256e-06 -1.4483718812352024e-05 -1.1826755306237988e-07 -8.7950158872961613e-08 -4.0593866728930594e-06 8.0363468571574377e-06 -2.8469423703167605e-08 5.3216333500668869e-06
leaf_weight=20 21 24 20 22 21 25 23 21 21 37 24 27 22 20 21 29 25 20 21 32 28 80 29 21 57 1891 33 21 443 22
leaf_count=20 21 24 20 22 21 25 23 21 21 37 24 27 22 20 21 29 25 20 21 32 28 80 29 21 57 1891 33 21 443 22
internal_value=0 1.15268e-08 1.28241e-06 -6.77125e-09 8.7766e-09 -9.13928e-09 3.24197e-09 1.42908e-06 -1.90141e-08 -1.25006e-06 6.57045e-09 -1.39441e-08 7.02553e-09 -1.45192e-08 -2.99461e-08 -1.43422e-08 -3.73206e-08 -2.22683e-08 -4.23969e-08 -1.26744e-06 -1.7896e-08 -4.40645e-08 -1.34814e-07 -1.80784e-06 -3.98589e-06 -4.13825e-08 2.62422e-07 1.84838e-06 -5.92285e-08 2.24654e-07
internal_weight=0 3100 44 3056 3034 3013 2993 46 2947 60 2887 2866 2839 2815 2793 2773 2744 2723 2703 53 2650 2622 2023 107 78 1916 599 101 498 465
internal_count=3121 3100 44 3056 3034 3013 2993 46 2947 60 2887 2866 2839 2815 2793 2773 2744 2723 2703 53 2650 2622 2023 107 78 1916 599 101 498 465
is_linear=0
shrinkage=0.1


Tree=7053
num_leaves=31
num_cat=0
split_feature=472 1429 132 1203 132 50 1429 390 133 16 16 16 52 2 3 1 41 3 43 42 51 0 15 51 3 484 43 13 43 42
split_gain=6.6629e-09 1.11105e-08 7.06872e-09 1.61524e-07 9.56312e-08 2.58723e-08 7.97077e-09 6.39657e-09 1.59487e-08 8.6e-09 2.35418e-08 2.28002e-08 2.24752e-08 5.225e-08 2.11662e-08 4.18001e-08 3.17178e-08 3.09444e-08 5.01081e-08 2.90193e-08 2.4083e-08 1.23886e-07 1.85363e-07 1.11935e-07 3.98938e-08 2.79806e-08 4.65405e-08 4.53987e-08 1.88171e-08 2.49383e-08
threshold=-0.38234499999999999 -0.23587499999999997 -0.083284999999999984 0.089165000000000008 -0.076764999999999986 0.093975000000000017 -0.094049999999999981 0.087590000000000015 -0.089569999999999983 -0.083134999999999987 -0.08231999999999999 -0.08453999999999999 -0.080979999999999983 0.089605000000000018 -0.13309499999999996 0.078340000000000007 0.07882500000000002 -0.11171999999999999 -0.24021999999999996 0.091625000000000012 0.035765000000000012 -0.083804999999999977 -0.090644999999999989 0.099265000000000006 0.088060000000000013 0.090535000000000018 -0.11008499999999999 -0.088319999999999996 -0.088909999999999989 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 -6 9 -9 11 -11 12 13 -8 15 -14 -17 -16 -19 -18 25 22 24 -24 -22 26 -20 -27 -28 -30
right_child=1 2 4 -5 6 -7 7 8 -10 10 -12 -13 14 -15 17 16 19 18 20 -21 21 -23 23 -25 -26 27 28 -29 29 -31
leaf_value=-1.6597845766834024e-06 2.2025539618405913e-06 9.6466592114503163e-09 -6.7687089567481884e-06 8.47036432352742e-06 -1.849570640922099e-06 -3.7072968098073035e-06 -1.0938121479379485e-06 3.2805393118451324e-06 -6.6521473194197398e-07 3.2418031518470039e-06 8.8757292241351178e-08 -3.0504427237636787e-06 5.1877107944164889e-06 5.8268680390938248e-06 -4.1360442217162266e-06 2.0908428332515499e-06 -4.5824563274621262e-06 4.1652142992158281e-06 4.3804777661811709e-06 6.2587279760760872e-07 2.4412460088787133e-06 3.2141284129082984e-06 -1.3648099896575636e-05 -3.5501040201779691e-06 -2.883778446971519e-06 6.066897594791954e-07 -3.2221273045252019e-06 -6.1311622994253422e-06 -6.7355967668126759e-07 7.2229761679684771e-07
leaf_weight=24 23 173 21 23 23 21 24 20 21 24 1775 28 20 20 22 41 20 24 23 23 34 38 21 23 24 20 20 20 310 218
leaf_count=24 23 173 21 23 23 21 24 20 21 24 1775 28 20 20 22 41 20 24 23 23 34 38 21 23 24 20 20 20 310 218
internal_value=0 1.28548e-08 -3.52877e-09 5.46701e-07 -4.53208e-08 -3.92703e-07 4.46454e-09 1.96237e-08 1.25954e-06 1.28437e-09 1.30821e-07 -2.38219e-07 -1.54894e-07 2.05195e-06 -2.62664e-07 1.07908e-06 1.00839e-07 -4.37748e-07 -3.32764e-07 -1.79661e-06 -4.76508e-07 -1.65953e-06 -3.4752e-06 -8.3696e-06 2.37788e-07 -2.0544e-07 -2.63296e-08 -2.76224e-06 -2.11287e-07 -9.72398e-08
internal_weight=0 3097 3074 217 2857 194 2836 2813 41 2772 1799 973 945 44 901 104 84 797 775 43 751 140 102 44 58 611 571 40 548 528
internal_count=3121 3097 3074 217 2857 194 2836 2813 41 2772 1799 973 945 44 901 104 84 797 775 43 751 140 102 44 58 611 571 40 548 528
is_linear=0
shrinkage=0.1


Tree=7054
num_leaves=31
num_cat=0
split_feature=46 46 47 0 15 47 47 0 42 43 0 2 1 4 12 484 1373 12 475 1375 150 49 1348 0 142 1375 130 10 148 132
split_gain=6.07579e-09 1.01535e-08 7.76347e-09 4.59848e-08 1.98209e-07 6.76199e-08 2.98964e-08 1.05787e-07 1.86164e-08 1.83677e-08 1.20217e-08 1.095e-08 1.05779e-08 2.24292e-08 1.53004e-08 1.25896e-08 8.83234e-09 5.6848e-08 3.55619e-08 2.40407e-08 9.05122e-09 4.0856e-08 1.26514e-08 1.33282e-08 1.09905e-08 1.0536e-08 8.75948e-09 2.15e-08 8.52929e-09 8.56881e-09
threshold=0.10987500000000001 0.083550000000000013 0.092165000000000011 -0.10224499999999999 -0.11033999999999998 0.09550500000000002 0.078875000000000015 -0.097734999999999989 0.081660000000000024 -0.08076499999999999 -0.094299999999999981 0.089005000000000015 0.11751000000000002 0.010840000000000001 0.097575000000000009 -0.075319999999999984 1.0000000180025095e-35 0.083715000000000026 -0.082904999999999993 -0.42089999999999994 0.12416000000000001 -0.043469999999999995 -0.047944999999999995 -0.23091999999999999 -1.0000000180025095e-35 -0.090674999999999992 -0.22699999999999995 -0.23633499999999996 -0.086074999999999985 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 8 -5 16 -8 -4 -9 -7 -11 13 15 -14 -12 19 -18 -19 -1 22 -22 -21 -24 -25 -26 -27 -28 -29 -30
right_child=-2 -3 3 5 -6 10 7 9 -10 11 12 -13 14 -15 -16 -17 17 18 -20 20 21 -23 23 24 25 26 27 28 29 -31
leaf_value=-3.2512540003707452e-06 1.6559701386788882e-06 -1.9074101434820738e-06 -8.3708741466412717e-07 5.5173388545881613e-06 -1.0875728228365049e-05 -2.2808990127874428e-06 8.2653541176114223e-06 2.2613744249611046e-06 2.9321660997538856e-06 -2.5044582903669487e-06 -2.2685803836945224e-06 6.0786658622191687e-07 -2.7480372927098432e-06 2.8072448575614782e-06 7.4920278595155576e-07 3.6282510154705966e-07 4.0114002239631323e-06 -4.4888307274959516e-06 1.4745462044629676e-06 -2.5361054130712547e-06 -1.334017263486333e-06 4.2277999300495141e-06 2.0167828196804296e-06 -2.371928779894006e-06 -2.3040078150415867e-06 -1.9416329606606864e-06 2.4446657246496923e-06 1.9887437842737112e-06 6.2543461100171477e-07 -9.0762976701771822e-08
leaf_weight=23 22 28 38 22 21 27 20 24 20 26 24 20 29 31 22 75 35 20 20 20 28 25 32 20 20 23 36 21 181 2168
leaf_count=23 22 28 38 22 21 27 20 24 20 26 24 20 29 31 22 75 35 20 20 20 28 25 32 20 20 23 36 21 181 2168
internal_value=0 -1.17614e-08 5.52232e-09 -4.69836e-07 -2.55135e-06 2.45118e-07 5.87032e-08 1.85135e-06 4.62655e-07 1.87772e-08 -3.12521e-07 -1.15127e-06 -1.88954e-08 4.59927e-07 -1.23942e-06 -2.75091e-07 -1.67786e-09 1.06818e-06 -1.50714e-06 -3.25747e-08 -3.81419e-09 1.28948e-06 -3.10037e-08 -1.09709e-08 -3.7252e-08 -1.81856e-08 6.35471e-10 1.92025e-08 -1.764e-08 -3.5577e-08
internal_weight=0 3099 3071 309 79 230 2762 90 58 70 208 46 181 130 51 99 2672 75 40 2597 2574 53 2521 2501 2469 2449 2429 2406 2370 2349
internal_count=3121 3099 3071 309 79 230 2762 90 58 70 208 46 181 130 51 99 2672 75 40 2597 2574 53 2521 2501 2469 2449 2429 2406 2370 2349
is_linear=0
shrinkage=0.1


Tree=7055
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1420 157 471 1419 49 1420 1420 1455 15 1455 131 13 13 483 1 12 121 376 16 123 33 9 12 47 9 47 47
split_gain=6.25055e-09 3.28655e-08 2.00886e-08 5.95607e-09 1.84012e-08 6.4746e-09 1.12321e-08 3.56691e-08 2.41717e-08 1.87574e-08 7.74611e-09 1.90988e-08 8.45922e-09 1.01462e-08 3.1355e-08 1.37912e-08 9.54482e-09 3.71094e-08 2.95696e-08 2.34358e-08 1.00445e-08 2.13936e-08 2.02429e-08 1.8089e-08 1.20238e-08 2.22011e-08 1.65859e-08 1.24818e-07 1.13708e-07 1.4281e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.056520000000000008 0.63397500000000007 0.10338500000000002 0.086505000000000012 0.08610000000000001 -0.084814999999999988 -0.080939999999999998 -0.092919999999999989 0.088495000000000018 -0.082599999999999993 0.11767000000000001 -0.010094999999999998 0.0015850000000000003 0.10143000000000001 0.16540500000000002 0.094435000000000005 -0.094339999999999993 0.085245000000000015 0.0013750000000000001 0.086935000000000026 -0.018454999999999996 0.091600000000000015 0.096475000000000019 0.094160000000000008 0.084755000000000011 0.098400000000000015 0.09055500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 8 9 -3 -8 11 -10 -12 16 -15 -16 17 19 -18 -14 23 22 -22 -21 26 -26 27 29 -28 -25
right_child=1 3 -4 -5 -6 -7 7 -9 10 -11 12 -13 13 14 15 -17 18 -19 -20 20 21 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=-1.5000610331523988e-07 3.9808491714038177e-06 -3.3954818999994866e-06 -3.015315429674307e-06 -1.5923756643093407e-06 3.0459247176395367e-06 -1.6689983382271432e-06 1.5345303859248815e-06 4.022667084362703e-06 2.9125493256287883e-06 -2.7964513515144061e-06 -1.8837748181492015e-06 -6.8635121947565874e-07 -3.142199820634536e-06 3.166635078508616e-06 -2.4948984994146237e-06 9.3805920096201596e-07 3.9175928090516804e-07 4.0928175575448803e-06 -3.2262491910497945e-06 2.9581341290655215e-06 -2.5673371572503871e-06 -3.8425075193312559e-06 1.2263137454609909e-06 7.9417120072682128e-09 -3.9657569351177134e-06 6.3249412473201778e-07 7.2162863594940057e-06 -7.5385960619976025e-06 4.4368875518121916e-08 2.6933715698262972e-06
leaf_weight=194 21 21 28 23 20 23 20 28 30 20 24 29 24 39 22 25 58 22 37 21 22 21 39 2010 21 21 25 22 191 20
leaf_count=194 21 21 28 23 20 23 20 28 30 20 24 29 24 39 22 25 58 22 37 21 22 21 39 2010 21 21 25 22 191 20
internal_value=0 3.91643e-08 -5.11396e-07 1.04029e-08 2.33149e-08 1.99139e-09 1.56588e-08 1.28524e-06 -1.58031e-08 -6.3096e-07 1.02613e-08 1.1436e-06 -1.48389e-08 2.15141e-09 1.07049e-06 -6.68857e-07 -3.38225e-08 4.17504e-09 -1.01736e-06 -3.27352e-08 -1.80803e-09 -1.08961e-06 -1.41888e-07 3.64586e-08 9.89795e-09 -1.66663e-06 4.09448e-08 -4.67928e-08 8.74452e-07 3.43991e-08
internal_weight=0 2899 222 2878 2855 2835 2812 68 2744 40 2723 59 2664 2640 86 47 2554 2459 95 2437 2413 82 61 2331 2310 42 2268 2052 216 2030
internal_count=3121 2899 222 2878 2855 2835 2812 68 2744 40 2723 59 2664 2640 86 47 2554 2459 95 2437 2413 82 61 2331 2310 42 2268 2052 216 2030
is_linear=0
shrinkage=0.1


Tree=7056
num_leaves=31
num_cat=0
split_feature=40 130 42 1212 1213 16 15 1213 1213 13 1212 42 402 1212 43 1209 401 402 133 0 402 403 2 403 1211 403 403 13 4 16
split_gain=6.31283e-09 1.57352e-08 1.45294e-08 8.38688e-09 1.42036e-08 2.21911e-08 2.43961e-08 1.35108e-08 1.21634e-08 7.43731e-08 4.99623e-08 1.71602e-07 5.88954e-08 1.11181e-08 4.47768e-08 1.29798e-08 1.124e-08 4.67428e-08 1.29419e-08 4.19113e-08 1.23606e-08 2.40507e-08 4.65257e-08 2.3156e-08 8.9421e-09 9.86691e-09 2.00993e-08 1.76811e-08 3.51247e-08 2.63002e-08
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.52517999999999987 -0.24064499999999997 -0.091114999999999988 0.090750000000000011 -0.15413999999999997 -0.090764999999999985 -0.088319999999999996 -0.089544999999999986 0.086730000000000015 0.2506000000000001 -0.063924999999999996 0.0034250000000000005 -0.084519999999999984 -1.0000000180025095e-35 -0.45015499999999992 0.50628500000000021 -0.079634999999999997 -0.20792499999999997 -0.5335399999999999 0.084755000000000011 -0.52336499999999997 0.11301500000000002 0.08332500000000001 0.035175000000000005 -0.0065549999999999992 -0.077519999999999992 -0.088394999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -6 9 -9 11 -10 13 14 -12 -15 17 -17 20 -20 -18 22 -22 -23 25 26 -25 28 -27 -29
right_child=1 2 -4 4 7 6 -8 8 10 -11 12 -13 -14 15 -16 16 18 -19 19 -21 21 23 -24 24 -26 27 -28 29 -30 -31
leaf_value=1.7709336788129804e-06 -2.6763008153548901e-06 1.9799281019350884e-06 2.4584860237079439e-06 1.3572338037279442e-06 2.2355336998063855e-06 -8.1364256388813814e-07 -5.2397921285773923e-06 -5.2276206880768388e-06 -1.8356704247578039e-06 1.6869482234531982e-06 3.5448373517531376e-06 1.0292291436257984e-05 -5.4432554338745832e-06 -2.3919149290794968e-06 -2.1815129498877058e-06 -4.1663519757823201e-06 -2.0596516213995998e-06 1.7341010043310235e-06 -1.608001115896297e-06 4.451889679103261e-06 -1.8184033720127917e-07 -3.3344964268031795e-06 5.9305667627995719e-06 -4.3582738981272446e-08 1.8448898760681233e-06 5.2992128508949901e-06 -3.151329994060299e-06 -3.1709859968032107e-06 5.4735354855968887e-07 8.3512529747103886e-07
leaf_weight=20 22 21 24 21 27 33 20 28 28 35 36 20 20 23 22 29 29 25 21 25 33 21 20 2310 26 21 21 23 60 57
leaf_count=20 22 21 24 21 27 33 20 28 28 35 36 20 20 23 22 29 29 25 21 25 33 21 20 2310 26 21 21 23 60 57
internal_value=0 -1.14162e-08 7.62489e-09 -1.1629e-08 -2.54137e-08 -1.39384e-06 -2.48389e-06 8.79697e-09 -1.17015e-08 -1.38619e-06 1.84703e-08 3.21765e-06 -3.59452e-08 2.65091e-09 1.37277e-06 -2.63094e-08 -6.31347e-09 -1.43466e-06 2.26069e-08 1.68542e-06 -6.5763e-09 1.63941e-08 2.12473e-06 -2.76161e-08 -3.68441e-11 -1.92857e-08 -7.15805e-08 7.37852e-07 1.77932e-06 -3.16632e-07
internal_weight=0 3101 3079 3055 3034 74 53 2960 2933 63 2870 48 2822 2802 58 2744 2721 54 2667 46 2621 2592 53 2539 2518 2492 2331 161 81 80
internal_count=3121 3101 3079 3055 3034 74 53 2960 2933 63 2870 48 2822 2802 58 2744 2721 54 2667 46 2621 2592 53 2539 2518 2492 2331 161 81 80
is_linear=0
shrinkage=0.1


Tree=7057
num_leaves=31
num_cat=0
split_feature=130 1 1132 128 16 3 129 1185 1182 393 132 1 394 1203 1 1 1 2 47 1 1 46 1447 50 480 50 457 456 150 3
split_gain=6.63055e-09 1.05585e-08 6.27359e-09 5.75753e-09 1.02837e-08 1.96957e-08 9.52446e-09 2.71212e-08 1.29564e-08 9.65549e-09 8.81337e-09 2.02083e-07 9.79447e-08 4.04581e-08 8.06943e-09 1.33969e-07 1.02994e-07 3.78985e-08 2.49006e-08 1.22199e-07 5.96937e-08 2.79098e-08 2.17096e-08 2.11116e-08 2.00505e-08 2.18313e-08 1.88412e-08 2.63725e-08 2.43006e-08 8.72558e-08
threshold=-0.23123999999999997 0.16540500000000002 -1.0000000180025095e-35 0.10979500000000002 -0.065229999999999996 -0.080104999999999996 0.11234000000000001 0.093750000000000014 0.086460000000000009 -1.0000000180025095e-35 -0.083284999999999984 0.089475000000000013 0.09759000000000001 0.085960000000000023 0.09253500000000002 0.091535000000000019 0.093100000000000002 -0.0091949999999999983 0.092165000000000011 0.098700000000000024 0.094385000000000011 0.096120000000000011 0.059120000000000013 0.11863000000000001 0.11144000000000001 0.13276000000000002 -0.098834999999999992 -0.085409999999999986 0.10699000000000002 -0.086224999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 7 8 9 -4 11 13 14 -11 15 17 -16 -12 20 -20 -18 -21 24 -22 25 26 -19 -28 -29 -30
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 12 -13 -14 -15 16 -17 18 22 19 21 23 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=1.6916259512626036e-06 -1.7177463546215135e-06 -1.9814312539497056e-06 2.152727256543585e-06 -2.1201536696935366e-06 -2.6137108653015077e-06 2.1112942290942144e-06 2.2121269626040888e-06 -3.6474998279345532e-06 -2.370233848771684e-06 6.5286037755763488e-08 4.1869129667950551e-06 9.08203666404006e-06 -6.493912761747514e-06 -4.4625309842756353e-06 7.0620204579344403e-06 -6.0179189444096596e-06 4.2058071024269183e-06 -2.4864438662388562e-06 -7.5576796499869194e-06 -4.6390788018510557e-07 3.0084398120033301e-07 3.2454845874478147e-06 2.4753534873005785e-06 -2.4586767432114799e-06 -2.4446955824310088e-06 2.4794941548732045e-06 3.2925792083915439e-06 1.9192669780388847e-08 2.2959397050553458e-06 -6.6196449057789991e-06
leaf_weight=23 21 27 22 22 23 22 20 20 22 139 22 25 23 23 22 37 39 31 24 131 630 24 35 29 34 35 24 1528 21 23
leaf_count=23 21 27 22 22 23 22 20 20 22 139 22 25 23 23 22 37 39 31 24 131 630 24 35 29 34 35 24 1528 21 23
internal_value=0 -1.25596e-08 4.75053e-09 1.66103e-08 -9.00153e-07 -4.42972e-09 3.72014e-08 2.25208e-08 4.74615e-08 6.56708e-08 4.98325e-08 7.13837e-07 4.04755e-09 -5.77552e-07 5.9627e-08 -6.31394e-08 3.04067e-07 6.25462e-08 1.3454e-07 -9.17679e-07 4.04379e-07 1.1045e-07 1.01279e-08 1.79408e-07 -4.07464e-08 8.43185e-09 -4.47256e-08 2.70125e-09 -4.75259e-08 -2.36448e-06
internal_weight=0 3098 3071 3050 67 44 2983 2963 2943 2921 2899 187 2712 162 2689 1790 899 1753 877 179 698 155 1731 659 1696 1662 1627 1596 1572 44
internal_count=3121 3098 3071 3050 67 44 2983 2963 2943 2921 2899 187 2712 162 2689 1790 899 1753 877 179 698 155 1731 659 1696 1662 1627 1596 1572 44
is_linear=0
shrinkage=0.1


Tree=7058
num_leaves=31
num_cat=0
split_feature=394 132 15 1185 1365 44 158 97 374 9 15 34 9 16 2 0 13 4 16 13 42 2 13 0 12 12 12 12 3 484
split_gain=7.03323e-09 4.02784e-08 4.09871e-08 6.49811e-09 6.05768e-09 8.12927e-09 1.92661e-08 6.58996e-09 1.83574e-08 9.67002e-09 2.0405e-08 1.18477e-08 1.95051e-08 4.71981e-08 2.829e-08 4.11054e-08 9.08398e-09 2.34745e-08 6.79715e-08 2.25254e-08 5.53121e-08 3.60245e-08 2.4253e-08 2.65944e-08 1.31813e-08 5.28521e-08 3.10381e-08 3.87604e-08 3.12617e-08 3.54096e-08
threshold=0.013605000000000001 -0.083174999999999985 0.088060000000000013 -1.0000000180025095e-35 0.08981500000000002 0.099360000000000018 -0.47356499999999996 -0.086464999999999986 0.08987500000000001 -0.074254999999999988 -0.26481999999999994 -0.057544999999999992 0.091600000000000015 -0.39185999999999993 -1.0000000180025095e-35 -0.066089999999999996 -0.14179999999999995 -0.073104999999999989 0.10246000000000001 -0.097224999999999992 0.084145000000000011 0.092120000000000021 -0.093219999999999983 -0.08824499999999999 0.094580000000000011 0.095175000000000023 0.095565000000000011 0.096075000000000008 -0.047929999999999993 -0.079734999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5 -8 9 10 -9 -11 14 -14 15 -13 17 18 -16 20 -18 -22 23 -21 -24 -26 -27 -28 29 -29
right_child=1 2 -4 4 -6 -7 7 8 -10 11 -12 12 13 -15 16 -17 19 -19 -20 22 21 -23 24 -25 25 26 27 28 -30 -31
leaf_value=-1.6269856678263751e-06 -2.5069662396639442e-06 -2.0699352435691427e-07 6.118445835454623e-06 2.655395621576207e-06 1.6451974142290223e-06 -1.658131868680357e-06 -1.7141243914594547e-06 -3.1778000506760846e-06 2.4057530709116706e-06 1.7156702882950927e-06 6.8021630262102499e-07 5.8418834851181603e-06 6.1772042938863367e-07 -5.6072697697388884e-06 -5.8675531956201409e-06 -5.6946569543470099e-07 6.1989471691958895e-06 -2.7234109908299022e-08 1.3848270375168191e-06 -3.9398962109881916e-06 -1.8458580005866871e-06 2.7080159057391029e-06 1.3959993453902734e-07 2.919666965479135e-07 -4.4215360268877235e-06 3.6869381744963905e-06 -3.8824985365644004e-06 -3.0939065388999801e-06 -3.0187671524929885e-06 2.9507376328515306e-07
leaf_weight=25 21 21 20 27 22 30 23 29 31 39 26 20 29 21 28 20 20 138 24 33 38 32 1760 27 31 20 29 33 35 469
leaf_count=25 21 21 20 27 22 30 23 29 31 39 26 20 29 21 28 20 20 138 24 33 38 32 1760 27 31 20 29 33 35 469
internal_value=0 1.05445e-06 2.87859e-06 -2.13701e-08 -8.1399e-09 -2.02161e-08 -3.73805e-09 -2.80347e-08 -1.48082e-08 -4.06743e-08 -1.35401e-06 -1.52936e-08 -3.93433e-08 -1.99678e-06 -3.84397e-09 2.63621e-06 -4.27111e-08 -7.09547e-07 -2.5203e-06 7.4269e-09 1.56103e-06 2.35913e-07 -4.99487e-08 -2.03556e-06 1.71814e-10 -3.97549e-07 -1.84676e-07 -3.21482e-07 -1.29174e-07 7.22922e-08
internal_weight=0 62 41 3059 3034 3012 2982 2955 2932 2901 55 2846 2807 50 2757 40 2717 190 52 2527 90 70 2437 60 2377 617 586 566 537 502
internal_count=3121 62 41 3059 3034 3012 2982 2955 2932 2901 55 2846 2807 50 2757 40 2717 190 52 2527 90 70 2437 60 2377 617 586 566 537 502
is_linear=0
shrinkage=0.1


Tree=7059
num_leaves=31
num_cat=0
split_feature=33 9 16 13 34 11 394 1429 1417 0 12 13 0 12 4 159 159 16 4 0 1 52 4 130 121 13 52 42 42 1213
split_gain=5.74901e-09 9.77356e-09 2.83239e-07 9.57845e-08 1.03943e-08 1.83474e-08 5.77512e-09 5.76241e-09 1.60395e-08 1.03606e-08 4.8226e-08 3.68134e-08 2.23352e-08 1.28565e-07 1.14546e-08 4.23084e-08 4.57418e-08 2.03602e-08 1.65337e-08 1.6273e-08 1.86942e-08 1.74647e-08 1.36392e-08 1.43857e-08 1.93577e-08 1.30635e-08 4.52411e-08 8.86522e-09 9.85985e-08 1.64928e-07
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.076384999999999995 -0.08786999999999999 -1.0000000180025095e-35 0.264685 0.12521000000000002 -0.080324999999999994 0.12445000000000002 0.099400000000000002 0.090705000000000008 0.10455500000000001 0.095110000000000014 -0.15289999999999995 0.10545500000000001 0.086110000000000006 -0.073849999999999985 -0.14098499999999997 -0.075684999999999988 0.10254500000000001 -0.089199999999999988 -0.10429499999999998 -0.22699999999999995 -0.085749999999999979 -0.17933499999999997 0.056145000000000007 0.087505000000000013 0.086950000000000013 -0.020279999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 7 8 -7 12 11 -11 14 -14 15 16 17 -10 -16 -19 21 -21 -20 -24 -25 26 -26 28 -27 -30
right_child=1 2 -4 -5 5 6 -8 -9 9 10 -12 -13 13 -15 18 -17 -18 19 22 20 -22 -23 23 24 25 27 -28 -29 29 -31
leaf_value=-1.355013280830932e-06 2.2601346938699864e-06 1.0746597403656621e-06 1.1078015905070516e-05 -8.3877737290549719e-06 -2.904436072722919e-06 -2.7202493067141573e-06 1.5075507803885558e-06 1.6729280056893003e-06 3.2951627986221865e-06 1.8770846275938078e-06 5.1214137494587874e-06 -2.6247829015012351e-06 2.2548369621478649e-06 -7.8827901750793735e-06 -2.8511454621322977e-06 -3.4826921730513052e-06 5.8613976034394002e-06 -2.4991598684209752e-06 2.2449798244941541e-06 -2.6683681258397146e-06 2.6995699411615754e-06 1.2434554726041825e-06 -2.6031261210267657e-06 2.9885982171219353e-06 -1.9524788352024796e-07 -1.5088011502788258e-08 -5.4233624109656381e-06 -2.6094681931146351e-07 1.1539610252953026e-05 -3.6388956559108014e-08
leaf_weight=31 20 23 20 20 22 22 25 20 24 39 22 34 29 22 21 20 20 20 26 21 29 25 22 21 96 1466 20 889 20 32
leaf_count=31 20 23 20 20 22 22 25 20 24 39 22 34 29 22 21 20 20 20 26 21 29 25 22 21 96 1466 20 889 20 32
internal_value=0 1.3608e-08 1.24638e-06 -3.32647e-06 -1.20493e-08 -2.71619e-08 -5.95588e-09 -1.87389e-08 -3.02468e-08 -9.96578e-09 1.01721e-06 -2.19676e-07 -4.45324e-08 -2.11826e-06 -6.37945e-09 8.17692e-07 1.43645e-06 6.92764e-07 -5.65239e-08 3.53157e-08 7.11176e-07 -5.42377e-07 -3.38822e-08 -5.69728e-08 -3.49542e-08 -6.01205e-08 -1.09665e-06 -1.01674e-08 1.36699e-07 4.41592e-06
internal_weight=0 3090 63 43 3027 3007 2985 2960 2940 2918 95 73 2823 51 2772 159 139 119 2613 95 75 46 2592 2566 2544 2523 116 2407 1518 52
internal_count=3121 3090 63 43 3027 3007 2985 2960 2940 2918 95 73 2823 51 2772 159 139 119 2613 95 75 46 2592 2566 2544 2523 116 2407 1518 52
is_linear=0
shrinkage=0.1


Tree=7060
num_leaves=31
num_cat=0
split_feature=34 33 9 4 130 2 11 2 2 15 15 2 132 50 1185 1203 124 52 39 52 376 151 42 51 42 151 52 12 16 160
split_gain=6.18932e-09 7.23508e-09 1.4115e-08 1.59979e-08 6.53781e-09 8.2024e-09 1.31432e-08 1.4034e-08 8.46152e-09 9.75484e-08 8.0287e-09 9.38396e-09 6.5728e-09 1.58868e-07 9.65975e-08 2.67974e-08 9.56863e-09 8.7019e-09 8.22765e-09 1.32738e-08 1.00871e-08 1.0731e-08 4.78663e-08 9.7527e-08 6.41383e-08 3.01986e-08 3.14897e-08 2.08571e-08 3.54381e-08 1.84861e-08
threshold=-0.112215 -0.009184999999999997 0.088235000000000022 0.42642000000000008 -0.23123999999999997 0.31358000000000003 -0.014494999999999999 -0.055814999999999997 -0.0050599999999999994 -0.10203999999999998 0.17980000000000004 0.10381000000000001 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.091025000000000009 0.090645000000000017 0.10713500000000002 -0.065544999999999978 -1.0000000180025095e-35 -0.085134999999999975 0.083715000000000026 -0.085384999999999989 0.082250000000000004 -0.10142999999999999 -0.081934999999999994 0.084595000000000017 -0.008069999999999999 0.086325000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 -6 -8 9 -9 12 -12 13 15 -14 17 18 -10 20 -20 -16 22 24 -24 29 27 -27 -25 -29 -22
right_child=1 2 3 -5 5 -7 7 8 10 -11 11 -13 14 -15 16 -17 -18 -19 19 -21 21 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=-1.4059557268029172e-06 -1.7928929826832079e-06 1.7164742487807418e-06 3.7916852609972317e-06 2.1695659817792591e-07 2.5572188746991744e-06 -1.7172537452227388e-06 -2.4754860992684175e-06 5.9317076902516425e-06 -3.7848120924914328e-07 -2.2969066788271131e-06 2.8456794726004038e-06 -1.8095727000400077e-07 -6.6823304430065704e-06 8.753323717904832e-06 -2.2676062735627055e-06 -3.8697410536769895e-06 -1.694419265330747e-06 1.3331900163393585e-06 3.2595223268572225e-06 -8.9220874378991639e-08 -4.96539868260532e-07 -8.5261818910178235e-08 8.3864676958000932e-06 -3.2035230066185248e-06 -5.6601625410414936e-06 1.0471623681951314e-07 5.6490787095580825e-06 3.6078480320611564e-06 -1.7989456014051769e-06 2.4146801636028427e-06
leaf_weight=31 22 22 21 31 20 28 23 25 136 34 21 20 22 21 20 20 34 38 20 29 88 2214 20 20 22 20 21 22 27 29
leaf_count=31 22 22 21 31 20 28 23 25 136 34 21 20 22 21 20 20 34 38 20 29 88 2214 20 20 22 20 21 22 27 29
internal_value=0 1.41091e-08 2.70667e-08 1.6606e-06 -1.0976e-09 -1.37184e-08 2.36355e-09 -1.4981e-08 4.37978e-09 1.18979e-06 -2.00404e-08 1.36927e-06 -4.02182e-08 4.91222e-07 -8.40294e-08 -4.03129e-07 -2.78953e-08 -4.66795e-09 -5.69244e-09 1.27761e-06 -3.08151e-08 -1.27982e-08 5.83612e-07 1.96296e-06 -7.06427e-07 7.95051e-07 2.94451e-06 -4.82164e-07 6.28594e-07 2.25045e-07
internal_weight=0 3090 3068 52 3016 2994 2966 2946 2923 59 2864 41 2823 215 2608 194 2586 174 2552 49 2503 2483 269 130 139 110 41 69 49 117
internal_count=3121 3090 3068 52 3016 2994 2966 2946 2923 59 2864 41 2823 215 2608 194 2586 174 2552 49 2503 2483 269 130 139 110 41 69 49 117
is_linear=0
shrinkage=0.1


Tree=7061
num_leaves=31
num_cat=0
split_feature=393 403 12 2 43 0 12 481 0 44 156 39 39 39 40 97 374 31 34 9 2 16 0 133 15 133 1371 1447 12 12
split_gain=6.3672e-09 3.20982e-08 5.86695e-09 2.45581e-08 2.62939e-08 2.3654e-08 2.2437e-08 6.56593e-09 9.95529e-09 7.70103e-09 1.67897e-08 7.38969e-09 1.45461e-08 2.39584e-08 1.46249e-08 9.40902e-09 1.92006e-08 1.03161e-08 9.60388e-09 2.93104e-08 2.54532e-08 4.95115e-08 2.51943e-08 9.55961e-09 6.517e-08 6.05243e-08 6.07818e-08 5.56793e-08 4.91032e-08 1.59332e-07
threshold=0.10856500000000001 -0.074254999999999988 0.12757000000000002 0.097070000000000004 -0.23714499999999997 -0.057069999999999989 0.12069000000000002 0.11290000000000001 -0.07847999999999998 0.099360000000000018 -0.14734999999999998 0.11402500000000002 0.10940500000000002 0.10508500000000001 0.05433000000000001 -0.086464999999999986 0.08987500000000001 -0.084119999999999986 -0.057544999999999992 0.091600000000000015 -1.0000000180025095e-35 -0.056919999999999991 -0.07384499999999998 0.085760000000000017 0.11842000000000001 0.086085000000000009 0.083235000000000017 0.059120000000000013 0.090545000000000014 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 7 9 -9 10 -1 12 13 14 15 -12 17 -17 22 20 21 -20 -19 27 25 -25 28 -22 29 -27
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 11 -13 -14 -15 -16 16 -18 18 19 -21 23 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=2.668556698173906e-06 3.0213368463040698e-06 -1.979821236848996e-06 -3.8100081667380437e-06 3.157930436827883e-06 -3.80642552045174e-06 5.7750704840486833e-07 2.8751060670873375e-06 -2.8481686349496591e-07 2.8325947914709106e-06 -1.6889217517603229e-06 -2.1531753383269027e-06 -1.3013365710859064e-06 2.4278003915393738e-06 -3.4933127403746767e-06 2.1056958338760981e-06 -2.3150135814375974e-06 2.913956461079372e-06 3.9024646607036375e-06 -1.079068068152299e-06 -2.816207873030707e-06 -1.2218615952310116e-07 5.7093134687006985e-06 -1.0568163988011748e-06 5.3548100974391371e-06 5.1573973363562032e-06 2.677488584235577e-07 -5.2667397043974651e-06 -5.0743963549354269e-06 -8.6401551082952864e-07 8.2348719725241958e-06
leaf_weight=23 33 21 21 20 20 32 27 21 20 28 21 46 24 20 32 20 22 21 21 38 1762 22 20 21 26 357 22 23 310 27
leaf_count=23 33 21 21 20 20 32 27 21 20 28 21 46 24 20 32 20 22 21 21 38 1762 22 20 21 26 357 22 23 310 27
internal_value=0 1.07644e-06 -1.89447e-08 -8.01074e-07 7.65323e-08 -1.10862e-06 5.51326e-09 -2.07775e-08 1.23587e-06 -3.85073e-08 -2.24504e-08 -4.41293e-08 -2.35414e-08 -4.4666e-08 -1.9721e-08 -4.4607e-08 -2.82796e-08 -5.23425e-08 -3.53936e-08 -5.90781e-08 -1.86417e-08 2.39406e-06 1.4833e-06 -5.93583e-08 2.36905e-07 6.33186e-08 -9.18788e-08 -1.85996e-07 7.21658e-08 8.27937e-07
internal_weight=0 54 3067 93 72 52 2974 2947 41 2906 2878 2855 2809 2785 2765 2733 2712 2690 2670 2629 2591 43 41 2548 763 737 716 1785 694 384
internal_count=3121 54 3067 93 72 52 2974 2947 41 2906 2878 2855 2809 2785 2765 2733 2712 2690 2670 2629 2591 43 41 2548 763 737 716 1785 694 384
is_linear=0
shrinkage=0.1


Tree=7062
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 3 399 2 16 0 399 1212 16 15 1213 1212 1213 1213 1213 401 4 133 133 402 1208 1209 1210 402 1210 403 401
split_gain=5.88898e-09 3.56833e-08 1.13805e-08 1.21227e-08 8.38215e-09 7.62292e-09 2.16821e-08 1.38e-08 1.8184e-08 1.13288e-08 5.64306e-09 5.02907e-08 4.63751e-08 1.51779e-08 9.6673e-09 8.49565e-08 7.87327e-08 1.0977e-08 1.07415e-08 2.98122e-08 1.91763e-08 1.51673e-08 8.4615e-09 1.17613e-08 1.57874e-08 1.46022e-08 2.11218e-08 1.14598e-08 3.99557e-08 1.09176e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.092644999999999991 0.085965000000000014 0.089320000000000024 -0.085254999999999984 -0.082284999999999983 0.088780000000000012 -0.09083999999999999 -0.092484999999999984 0.085465000000000013 -0.092319999999999985 -0.009474999999999999 -0.083944999999999978 -0.060974999999999994 -0.41776999999999992 -0.078179999999999986 -0.077834999999999988 0.51114000000000004 0.41892500000000005 -0.12951499999999996 0.10233500000000001 -0.084519999999999984 -0.13847499999999999 -0.095444999999999988 -0.064344999999999999 -0.085284999999999986 0.10632500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 9 -9 -7 11 -3 -13 -14 15 -12 -17 -16 19 -19 21 22 -20 24 -24 -26 -27 28 -28 -29
right_child=1 10 -4 -5 5 7 -8 8 -10 -11 14 12 13 -15 17 16 -18 18 20 -21 -22 -23 23 -25 25 26 27 29 -30 -31
leaf_value=-1.7071039961772766e-06 4.1452015163182901e-06 -4.4733211228520772e-06 -2.5062458303182212e-06 -2.512304266539494e-06 -2.4323548968236392e-06 1.2348366886899817e-06 1.1755547534322535e-06 4.389522209748975e-06 3.0679100765003877e-07 -2.0906813901433453e-06 6.5782564044119291e-06 3.9313153323477037e-06 8.9812853883238267e-08 -2.9796570288453952e-06 -2.3280699952010766e-06 -5.7354098230245571e-06 1.9308078736759017e-06 -1.5493302953473176e-06 -1.4948343320881847e-06 3.4027322711945973e-06 -2.264998521683525e-06 2.7710196900443408e-06 -2.6009776695940199e-06 2.186677457757469e-06 2.5390517185255504e-06 -3.1502290832057567e-06 3.580154921176954e-06 -2.0090885089223378e-08 -1.9676520337054084e-06 2.1236774278084642e-06
leaf_weight=24 21 27 25 21 31 21 36 20 24 20 21 27 49 24 20 21 37 20 37 31 37 20 23 25 23 21 34 2336 21 24
leaf_count=24 21 27 25 21 31 21 36 20 24 20 21 27 49 24 20 21 37 20 37 31 37 20 23 25 23 21 34 2336 21 24
internal_value=0 3.80184e-08 -4.96381e-07 -2.41323e-07 2.96468e-08 3.03871e-07 -4.93777e-07 9.32604e-07 2.16258e-06 -3.87367e-07 8.04941e-09 -6.43662e-07 3.90346e-07 -9.19328e-07 3.81357e-08 1.12835e-06 -8.44892e-07 5.90255e-09 2.35042e-08 1.46075e-06 -4.67707e-09 2.79407e-08 6.37558e-09 2.85315e-08 6.79348e-09 3.1185e-08 7.50645e-09 3.4965e-08 1.4619e-06 1.71015e-09
internal_weight=0 2899 222 197 176 152 67 85 44 41 2878 127 100 73 2751 79 58 2672 2652 51 2601 2564 2544 2507 2482 2459 2436 2415 55 2360
internal_count=3121 2899 222 197 176 152 67 85 44 41 2878 127 100 73 2751 79 58 2672 2652 51 2601 2564 2544 2507 2482 2459 2436 2415 55 2360
is_linear=0
shrinkage=0.1


Tree=7063
num_leaves=31
num_cat=0
split_feature=399 16 400 132 1203 394 50 3 43 2 129 1177 2 1213 1213 42 1213 401 133 43 133 1213 403 1213 1212 12 1212 402 2 402
split_gain=5.72812e-09 2.98412e-08 1.16123e-08 8.57096e-09 2.06573e-07 1.71912e-07 2.70234e-08 6.97768e-09 8.97354e-09 8.16837e-09 6.58678e-09 7.55825e-09 6.56404e-09 6.50851e-09 1.49794e-08 1.16525e-08 3.17406e-08 1.05529e-08 2.50196e-08 1.99755e-08 1.60732e-08 1.3237e-08 1.04817e-07 4.09602e-08 7.5042e-08 3.92398e-08 1.52742e-08 1.49349e-08 7.85311e-08 3.11874e-08
threshold=0.093190000000000009 -0.07550999999999998 0.11379500000000002 -0.083284999999999984 0.089165000000000008 0.10448000000000002 0.10022000000000002 -0.073309999999999986 -0.0040649999999999983 0.085045000000000023 -0.082304999999999975 -0.047249999999999993 0.10188000000000001 -0.24064499999999997 -0.15413999999999997 0.092860000000000012 -0.43370499999999995 -0.078179999999999986 0.51314000000000015 0.05259500000000001 0.51114000000000004 -0.088064999999999991 -0.0047449999999999992 -0.085284999999999986 -0.089079999999999979 0.085565000000000016 -0.064959999999999976 0.10708500000000001 0.084055000000000005 0.10052500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 10 7 8 9 -1 -5 -12 -9 15 -15 16 -13 18 -16 -20 21 22 25 -23 -25 -19 -26 29 -29 -28
right_child=1 -3 -4 5 -6 -7 -8 12 -10 -11 11 13 -14 14 17 -17 -18 20 19 -21 -22 23 -24 24 26 -27 27 28 -30 -31
leaf_value=-6.8411345935038254e-07 7.9309465638560504e-07 3.9566512007447526e-06 -2.2524911823243848e-06 1.5565646310522896e-06 1.0225850605820598e-05 -9.3016431861769898e-06 -3.9987918682982126e-06 1.9876812162832585e-06 -2.0231657999672812e-06 1.7712953263071541e-06 -1.9028696058177004e-06 5.9327447427388446e-08 -4.2201854967061085e-07 2.4657929870954833e-06 3.4110780385769129e-06 8.6689573208786896e-07 -4.6490858203831273e-06 4.6169422168294787e-06 1.9999923686953024e-06 -2.2791246027035566e-06 -2.068376539610702e-06 3.2572815960007482e-06 -5.9794732335611685e-06 -5.2520103489920684e-06 2.4598686930123504e-06 -1.439517518520006e-06 2.0561131216602888e-08 5.5855451032235023e-06 -2.1867502167739215e-06 -3.8504305826964337e-06
leaf_weight=42 31 22 21 27 20 20 20 26 29 20 21 41 20 25 30 28 22 23 20 24 38 39 29 27 26 20 2337 26 26 21
leaf_count=42 31 22 21 27 20 20 20 26 29 20 21 41 20 25 30 28 22 23 20 24 38 39 29 27 26 20 2337 26 26 21
internal_value=0 8.69324e-07 -4.36853e-07 -2.11082e-08 6.54248e-07 -6.27591e-08 -5.65065e-07 -6.37907e-08 -5.71194e-07 1.07954e-07 2.07515e-09 -1.27924e-08 9.39986e-07 1.37302e-09 2.9296e-08 -8.30488e-07 -1.58488e-06 6.6183e-09 1.18423e-06 -3.34071e-07 -2.67444e-08 3.39622e-09 -1.33341e-06 4.18654e-08 -9.0486e-09 1.79998e-06 4.9063e-08 2.30544e-08 1.6994e-06 -1.39133e-08
internal_weight=0 74 52 3047 177 2870 157 137 91 62 2850 2823 46 2802 2711 91 63 2686 74 44 2612 2574 72 2502 2463 43 2436 2410 52 2358
internal_count=3121 74 52 3047 177 2870 157 137 91 62 2850 2823 46 2802 2711 91 63 2686 74 44 2612 2574 72 2502 2463 43 2436 2410 52 2358
is_linear=0
shrinkage=0.1


Tree=7064
num_leaves=31
num_cat=0
split_feature=394 132 15 401 1210 15 1208 1213 1210 133 1212 16 1212 2 1212 1213 401 1 390 401 401 402 2 4 4 4 1213 43 51 2
split_gain=8.24592e-09 4.21735e-08 3.6761e-08 5.6855e-09 6.04124e-09 2.35109e-08 1.11388e-08 6.55164e-09 1.99122e-08 1.96165e-08 1.18017e-08 5.09078e-08 5.06684e-08 1.1219e-08 9.34539e-09 6.38753e-09 6.12759e-09 3.3539e-08 1.48765e-08 9.69735e-09 8.65052e-09 3.02226e-08 1.14016e-08 9.31113e-09 5.07798e-08 2.66129e-08 7.19143e-08 8.95368e-08 2.38633e-08 3.47381e-08
threshold=0.013605000000000001 -0.083174999999999985 0.088060000000000013 0.13837000000000002 0.0028200000000000005 0.090455000000000021 0.092250000000000013 -0.24064499999999997 -0.13847499999999999 -0.082009999999999986 -0.092474999999999988 -0.090344999999999995 -0.087764999999999996 0.089125000000000024 -0.063924999999999996 -0.090954999999999994 0.09530000000000001 0.085605000000000014 0.088375000000000023 0.088555000000000009 1.0000000180025095e-35 0.083170000000000008 0.088555000000000009 -0.086849999999999997 -0.08835999999999998 -0.085409999999999986 0.04198000000000001 -0.015774999999999994 -0.14283999999999999 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 7 9 -9 13 11 -10 -12 -1 -14 -13 18 -18 19 20 23 -22 -23 24 28 26 27 -25 29 -16
right_child=1 2 -4 -5 5 -7 -8 8 10 -11 12 15 14 -15 16 -17 17 -19 -20 -21 21 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-1.0353551519513312e-06 -2.502495187530128e-06 8.6115420301558475e-08 6.0765844989418844e-06 -1.6628963705789785e-06 -9.8305150718910489e-07 2.6092311707926506e-06 -1.8073350493555804e-06 2.4918123486372681e-06 5.4952703771959934e-06 -3.2211357574851724e-06 -4.9404685645034385e-06 6.2037119391789025e-07 1.6138996261361174e-06 2.0433003760444994e-06 -4.309649308072102e-07 -1.8767165242717879e-06 -4.1063845368885918e-06 1.3658641231965399e-06 2.2817306596526317e-06 1.7227370240253814e-06 -4.4370261321091677e-06 1.8657810507895853e-06 -1.2010291475950942e-06 3.9148165541291753e-07 3.9957245083617941e-06 -4.7728745726215746e-08 2.4256081202190181e-06 -8.7571482016874547e-06 -2.6333518917278614e-07 4.5534706420842973e-06
leaf_weight=29 21 21 20 21 35 38 35 32 20 25 21 20 35 20 29 21 21 24 28 31 20 22 27 20 36 2052 23 23 324 27
leaf_count=29 21 21 20 21 35 38 35 32 20 25 21 20 35 20 29 21 21 24 28 31 20 22 27 20 36 2052 23 23 324 27
internal_value=0 1.14174e-06 3.0083e-06 -2.31415e-08 -1.18068e-08 8.86904e-07 -3.39336e-08 -1.27496e-08 1.13205e-08 -9.41725e-07 -1.67871e-08 1.35905e-06 -4.7162e-08 2.21239e-07 -9.68586e-09 -6.58625e-07 -3.06779e-08 -1.18785e-06 -1.11164e-08 -3.54898e-08 -5.64292e-08 -1.16118e-06 1.75906e-07 -2.63473e-08 4.06181e-07 -1.11301e-07 -2.08781e-06 -4.50197e-06 6.61187e-08 1.97225e-06
internal_weight=0 62 41 3059 3038 73 2965 2930 2856 74 2824 61 2763 49 2742 41 2707 45 2662 2634 2603 69 49 2534 416 2118 66 43 380 56
internal_count=3121 62 41 3059 3038 73 2965 2930 2856 74 2824 61 2763 49 2742 41 2707 45 2662 2634 2603 69 49 2534 416 2118 66 43 380 56
is_linear=0
shrinkage=0.1


Tree=7065
num_leaves=31
num_cat=0
split_feature=394 132 130 401 1211 42 402 4 1204 1203 1210 401 403 1210 1212 1212 12 42 1212 129 1184 133 133 133 1213 16 16 0 3 403
split_gain=6.67907e-09 3.41605e-08 3.26753e-08 5.4517e-09 1.05018e-08 2.72991e-08 2.01827e-08 6.66268e-08 1.45151e-08 1.48519e-08 1.40917e-08 1.176e-08 9.05975e-09 3.752e-08 2.8386e-08 1.06762e-07 1.6531e-08 2.03201e-08 2.85562e-08 1.4285e-08 2.57506e-08 1.29847e-08 2.89544e-08 2.27737e-08 2.52343e-08 2.1519e-08 4.02544e-08 2.06375e-08 2.95775e-08 3.01894e-08
threshold=0.013605000000000001 -0.083174999999999985 -0.11198999999999999 -0.47313999999999995 0.11671000000000002 0.097020000000000009 -0.45454999999999995 -0.077834999999999988 0.058775000000000008 -1.0000000180025095e-35 0.26755500000000004 -0.099524999999999988 0.0033700000000000002 -0.056299999999999996 -0.089544999999999986 -0.082209999999999991 0.10711000000000002 0.093505000000000019 -1.0000000180025095e-35 -0.077709999999999987 0.089075000000000015 -0.012979999999999998 -0.010909999999999998 -0.040449999999999993 -0.020279999999999996 -0.082404999999999992 -0.078844999999999985 -0.085134999999999975 -0.070649999999999977 -0.014954999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 6 -6 7 -5 9 -8 11 -11 14 -14 -13 -16 17 -15 -19 -17 21 23 -23 25 -25 27 -27 28 29 -21
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leaf_value=1.6247904886768084e-06 -2.2522459100097575e-06 -4.7542816684567487e-08 5.6002250596520753e-06 -1.7359102932222531e-06 7.015952419351379e-07 -4.1891327436176311e-06 2.4042398904384758e-06 5.875685190443145e-06 -2.7258739507374233e-06 -2.0283825263285161e-06 -2.6246471038792241e-06 3.5909433790948242e-06 3.6835175072183397e-06 4.6546083252859264e-09 -7.0364513011223934e-06 -2.5760366203154595e-06 -2.054212103897249e-06 -3.059803740749582e-08 5.0188151990802181e-06 -1.6256451090157499e-06 3.4702417776445926e-06 3.5679104150216044e-06 5.3568508929033516e-10 -2.3247465795369258e-07 -4.6889698043944214e-06 4.5948497591737021e-06 -1.6958891889548238e-07 -3.4540143531103241e-06 -3.2135356104845418e-06 3.3479996246272168e-06
leaf_weight=20 21 21 20 23 25 21 25 23 20 29 21 21 33 233 22 22 31 24 21 23 21 23 2109 24 27 21 114 32 25 26
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internal_value=0 1.02756e-06 2.70747e-06 -2.0818e-08 -3.1648e-08 -1.53113e-06 -8.60216e-09 2.06989e-06 -4.10455e-08 -2.27002e-08 -4.36077e-08 -2.47942e-08 -4.42108e-09 4.78423e-07 -7.0211e-08 -1.01101e-07 1.36132e-07 3.80379e-07 2.32579e-06 -3.92532e-08 -1.64273e-08 -4.66336e-08 3.90205e-08 -6.72026e-07 -2.5918e-06 -2.65768e-07 5.71546e-07 -1.33216e-06 -4.14598e-07 1.01343e-06
internal_weight=0 62 41 3059 3039 46 2993 46 2947 2927 2902 2881 2852 342 2510 2489 309 278 45 2467 2445 2424 2132 292 51 241 135 106 74 49
internal_count=3121 62 41 3059 3039 46 2993 46 2947 2927 2902 2881 2852 342 2510 2489 309 278 45 2467 2445 2424 2132 292 51 241 135 106 74 49
is_linear=0
shrinkage=0.1


Tree=7066
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 52 2 393 1212 15 0 42 393 13 130 130 43 394 390 128 128 394 130 130 12 130 130 130 43 42 130
split_gain=5.63318e-09 1.54669e-07 9.28773e-08 2.93724e-08 6.85451e-09 8.33253e-09 6.57545e-09 6.27976e-09 1.14018e-08 1.23094e-08 1.67442e-08 6.11115e-09 6.62096e-09 6.58255e-08 2.38351e-08 2.08612e-08 7.40087e-09 1.89225e-08 1.10055e-08 1.91566e-08 1.36453e-08 9.48599e-09 2.30801e-08 1.32836e-08 8.89264e-09 2.16198e-08 2.28665e-08 2.76246e-08 1.84905e-08 2.68342e-08
threshold=-0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 0.090645000000000017 0.095040000000000013 0.10483000000000002 0.055770000000000007 0.084655000000000022 -0.097734999999999989 -0.067534999999999998 0.088255000000000014 0.24813000000000004 -0.23123999999999997 -0.089704999999999993 -0.40263499999999991 -0.12099999999999998 0.088485000000000008 0.10773500000000001 0.10091000000000001 -0.087649999999999992 0.10250500000000003 0.096625000000000003 0.094435000000000005 0.091705000000000023 0.089120000000000019 0.085235000000000019 -0.097804999999999989 -0.10071499999999999 0.0053350000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_value=-1.4565048462600319e-06 -6.5096808529316068e-06 8.4415288463126426e-06 5.7548149120378872e-06 -4.0315540867652546e-06 2.6064088251587241e-06 -2.8020314374543886e-07 1.4610906947059594e-06 -1.6034569042252165e-06 -1.6201296951597519e-06 3.7581444713907788e-06 1.6682585639402434e-07 -1.3561438029710465e-06 2.6849256122882512e-07 -3.1406717087160509e-06 1.7372974916725071e-06 -3.1465429056307015e-06 2.6437412202540148e-06 -2.6758871784365442e-06 1.8498693489129548e-06 -2.4588999853251388e-06 2.8173126240275177e-06 -5.5729016302003788e-07 -2.5197212539080423e-06 2.7219499816055761e-06 1.636763582603314e-06 -2.8599287973590366e-06 5.0401845561509624e-06 1.3675617841120887e-07 2.6471923326187443e-10 -3.5905429783832956e-06
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internal_value=0 4.89061e-07 -3.68988e-08 -3.99032e-07 1.1423e-08 1.1631e-06 1.25461e-08 -3.24834e-07 3.36585e-08 6.77992e-07 1.42694e-06 -3.21555e-09 1.26391e-08 3.8859e-08 -3.232e-09 -8.84082e-07 2.47392e-08 8.68601e-09 3.5115e-08 1.21522e-08 4.18777e-08 2.15268e-08 -5.95027e-09 1.37167e-06 3.06877e-08 8.27119e-09 3.92144e-08 2.22332e-06 -4.22739e-09 -3.19605e-08
internal_weight=0 219 2902 197 177 40 2880 137 107 77 57 2849 2816 2736 2716 80 2692 2667 2641 2608 2577 2557 2506 51 2470 2436 2410 47 2363 2340
internal_count=3121 219 2902 197 177 40 2880 137 107 77 57 2849 2816 2736 2716 80 2692 2667 2641 2608 2577 2557 2506 51 2470 2436 2410 47 2363 2340
is_linear=0
shrinkage=0.1


Tree=7067
num_leaves=31
num_cat=0
split_feature=130 4 34 34 97 33 123 44 44 394 3 150 51 1375 12 12 2 1 2 49 16 2 150 3 1 15 1 156 156 52
split_gain=8.81856e-09 1.85763e-08 6.45874e-09 8.41001e-09 6.11183e-08 1.8717e-08 1.55836e-08 7.22296e-09 1.59458e-08 6.32997e-09 3.33906e-08 6.80432e-09 1.96109e-08 3.65991e-08 2.27277e-08 3.74621e-08 3.7147e-08 6.64757e-08 5.18157e-08 5.88167e-08 2.70441e-08 2.22178e-08 1.49981e-08 1.12073e-08 4.90923e-08 1.15282e-07 6.00313e-08 2.59073e-08 2.27004e-08 2.61865e-08
threshold=-0.23647499999999996 0.63113500000000011 -0.112215 -0.057544999999999992 -0.071434999999999985 -1.0000000180025095e-35 0.085470000000000004 0.099360000000000018 1.0000000180025095e-35 0.013605000000000001 -0.083489999999999995 0.087865000000000013 -0.085604999999999987 -0.15308499999999997 0.087925000000000017 0.089410000000000003 0.10644500000000001 0.10920500000000001 0.090790000000000023 -0.069799999999999987 -0.088909999999999989 0.095040000000000013 0.086135000000000017 -0.0037349999999999996 0.094220000000000012 -0.095244999999999982 0.10234000000000001 0.092385000000000009 0.083635000000000015 -0.21968999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 -4 8 9 11 -11 22 -13 -14 16 -16 18 -18 19 -15 -19 -17 23 -7 25 -25 -26 -27 29 -28
right_child=1 -3 3 5 -6 7 -8 -9 -10 10 -12 12 13 14 15 21 17 20 -20 -21 -22 -23 -24 24 26 27 28 -29 -30 -31
leaf_value=-2.0930866958224216e-06 -1.5229296471781191e-06 2.4491645211627101e-06 6.206538976336808e-07 -3.0720920130988817e-06 5.7734910390649938e-06 -1.40221796943836e-07 -2.9168689752623326e-06 -1.5209566035698498e-06 2.5805537900621309e-06 2.8340589307316734e-06 -2.1584146452369168e-06 -2.3819054866220066e-06 3.5388219460305428e-06 3.0236323429842463e-06 4.9743104652762946e-06 -1.746884537945742e-06 5.8290952698111403e-06 -3.3082570841003191e-06 -6.0548724792644632e-06 -3.6401309225092758e-06 1.025405494677519e-06 2.2023231874105217e-06 -2.6816120422071518e-06 8.9575510673967071e-06 -4.9128527566440256e-06 1.4841996217613157e-06 -3.2706104284443431e-06 -2.2722647847093985e-06 2.827170095753428e-06 3.1480395829352015e-07
leaf_weight=20 28 31 33 20 20 2193 20 31 24 37 21 23 38 26 23 29 21 24 23 27 36 28 22 20 27 91 25 23 27 110
leaf_count=20 28 31 33 20 20 2193 20 31 24 37 21 23 38 26 23 29 21 24 23 27 36 28 22 20 27 91 25 23 27 110
internal_value=0 1.35029e-08 -1.10917e-08 2.82396e-09 1.06321e-06 -2.32481e-08 -7.1426e-07 -2.57094e-09 1.356e-08 -7.72818e-09 1.02644e-06 -2.88783e-08 4.23162e-07 6.57767e-07 1.95826e-07 1.56768e-06 -5.03208e-07 9.86758e-07 -2.0912e-06 -3.71115e-07 -7.0806e-07 1.93077e-07 -8.19547e-08 -5.92232e-08 4.90715e-07 1.95486e-06 -5.47356e-07 7.26316e-07 1.80227e-07 -3.49162e-07
internal_weight=0 3101 3070 3042 73 2969 53 2949 2918 2894 58 2836 298 275 237 80 157 81 76 53 60 57 2538 2516 323 134 189 114 162 135
internal_count=3121 3101 3070 3042 73 2969 53 2949 2918 2894 58 2836 298 275 237 80 157 81 76 53 60 57 2538 2516 323 134 189 114 162 135
is_linear=0
shrinkage=0.1


Tree=7068
num_leaves=31
num_cat=0
split_feature=130 10 39 40 4 12 142 11 10 4 33 3 147 147 147 448 150 150 147 148 132 15 393 1186 3 16 399 97 9 13
split_gain=7.14297e-09 1.78707e-08 2.47447e-08 1.49337e-08 1.39042e-08 9.80528e-09 2.07734e-08 1.41332e-08 1.26222e-08 1.90876e-07 1.41949e-08 9.79095e-09 7.63573e-09 1.46997e-08 1.2927e-08 9.22609e-09 8.86571e-09 1.06606e-08 8.21123e-09 1.3602e-08 1.03374e-08 1.49067e-07 8.44791e-08 1.96977e-08 1.36157e-08 2.92566e-08 1.12595e-08 1.00996e-08 2.54194e-08 7.57208e-09
threshold=-0.23647499999999996 -0.38124499999999995 0.086505000000000012 -0.24134999999999998 0.63113500000000011 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 -0.011559999999999999 0.053180000000000012 -1.0000000180025095e-35 -0.049509999999999992 0.099230000000000013 0.093875000000000014 0.090425000000000019 -0.087399999999999992 -0.15178999999999995 -0.097839999999999996 0.088145000000000015 -0.084449999999999983 -0.083284999999999984 0.091915000000000011 0.12679500000000002 0.0044650000000000011 -0.080104999999999996 -0.095094999999999985 0.085965000000000014 -0.084639999999999979 -1.0000000180025095e-35 -0.17933499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -8 9 -9 -10 -7 13 14 15 -12 -17 -18 19 -19 21 23 27 24 26 -26 -21 -22 -29 -30
right_child=1 3 -4 4 -6 11 7 8 10 -11 12 -13 -14 -15 -16 16 17 18 -20 20 22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-1.8837779236946519e-06 -3.1143013291598654e-07 -2.6731814895832768e-06 4.603395677804656e-06 3.0029282831255052e-06 2.4001521741941665e-06 -2.3249599867843547e-06 -2.5392228942357839e-06 -7.3577411551387484e-06 2.4067587364697829e-06 4.2176490230053004e-06 -2.1419572158265507e-06 2.8258082475455617e-07 1.5256407250903563e-06 -2.4686486507145371e-06 2.4885421680664879e-06 2.0130449125975825e-06 -2.1948834159957186e-06 2.510184780972354e-06 -1.6297364406151855e-06 -2.766761372186011e-06 -2.2265438985868968e-06 7.9205749386517245e-06 -6.5146194583576295e-06 -3.2247180353719852e-06 -1.4949230998830726e-06 3.3716876593340813e-06 -9.2572932968520232e-08 3.081001956936099e-06 -8.5637013387440687e-07 3.2717787448864474e-08
leaf_weight=20 21 21 20 23 24 36 22 28 25 29 20 24 33 24 21 22 22 22 30 20 20 25 20 21 21 30 74 27 100 2276
leaf_count=20 21 21 20 23 24 36 22 28 25 29 20 24 33 24 21 22 22 22 30 20 20 25 20 21 21 30 74 27 100 2276
internal_value=0 1.21433e-08 2.08605e-06 -1.56443e-08 2.71972e-09 -1.63643e-08 9.33272e-09 -1.41505e-08 4.93943e-09 -1.46851e-06 3.43774e-08 -1.28194e-06 1.34051e-08 -4.44953e-09 1.68932e-08 -1.98118e-09 1.36963e-08 -2.54656e-09 1.541e-08 3.39923e-08 1.33103e-08 7.21816e-07 -4.20825e-08 -3.62334e-07 5.22181e-08 1.36779e-06 -6.61549e-07 1.13433e-08 2.99691e-08 -4.70174e-09
internal_weight=0 3101 41 3060 3039 3015 2955 2932 2910 57 2853 60 2828 2795 2771 2750 2730 2708 2686 2656 2634 191 2443 166 145 51 94 2423 2403 2376
internal_count=3121 3101 41 3060 3039 3015 2955 2932 2910 57 2853 60 2828 2795 2771 2750 2730 2708 2686 2656 2634 191 2443 166 145 51 94 2423 2403 2376
is_linear=0
shrinkage=0.1


Tree=7069
num_leaves=31
num_cat=0
split_feature=393 132 4 1204 1203 130 130 160 49 42 133 2 43 133 15 130 130 47 47 0 47 47 1 484 1456 16 4 1 3 16
split_gain=8.19416e-09 1.0917e-07 1.83242e-07 9.15387e-09 1.061e-08 7.05918e-09 2.06308e-08 1.952e-08 8.50792e-09 9.50711e-09 7.63912e-09 1.82657e-08 1.72113e-08 1.15902e-08 1.10453e-08 9.97283e-09 9.88173e-09 7.72871e-09 8.58529e-08 6.32373e-08 1.79049e-07 3.93124e-08 1.16753e-08 1.1667e-08 1.44493e-08 9.77845e-09 2.46669e-08 2.28072e-08 2.61015e-08 4.71174e-08
threshold=0.10389500000000002 -0.083284999999999984 -0.082109999999999975 0.058775000000000008 -1.0000000180025095e-35 0.10923000000000001 0.10490500000000001 0.62940000000000007 0.099465000000000012 -0.067534999999999998 -0.37971999999999995 0.10188000000000001 0.16180500000000003 -0.50375999999999987 -0.033689999999999991 0.10250500000000003 0.096625000000000003 0.094160000000000008 0.091210000000000013 -0.10151999999999999 0.10350500000000001 0.09717000000000002 0.111945 -0.078424999999999981 -0.049894999999999995 -0.5009849999999999 0.23246000000000003 0.10638500000000002 0.11924500000000002 -0.54165499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 7 10 9 -7 11 13 15 -6 -14 16 17 18 25 20 -19 -21 -22 -23 -25 26 -12 -28 29 -29
right_child=1 2 -4 -5 5 8 -8 -9 -10 -11 12 -13 14 -15 -16 -17 -18 19 -20 21 22 23 -24 24 -26 -27 27 28 -30 -31
leaf_value=1.9626566249542068e-06 5.6617599822554139e-06 -9.1641354998728278e-06 4.0613158003824626e-06 -2.1572469540842579e-06 1.119322090677344e-06 -2.5540918412585799e-06 2.6509128796031545e-06 -3.1429233865765126e-06 7.2892372290053493e-07 7.0961040679859172e-08 -3.1926532721737399e-06 -3.2057966373031377e-06 3.7445004045366662e-06 -1.3186506054971222e-06 4.2105003160486383e-07 2.2181359145179158e-06 -1.6925128282504637e-06 1.1060622010177213e-05 -6.5841266821919929e-06 -4.6690665598703164e-06 -1.3328888103712548e-06 -1.7630644834760519e-06 1.4245900294607804e-06 2.8702585939299756e-06 -1.6982392419497327e-08 5.0816739718048395e-08 1.7551406810610408e-06 -5.9873925175950376e-06 1.7687068422607885e-06 -2.3019453397988732e-07
leaf_weight=27 30 20 22 20 39 37 29 20 22 22 33 25 20 39 20 20 35 20 20 20 28 31 34 20 130 2206 43 21 24 44
leaf_count=27 30 20 22 20 39 37 29 20 22 22 33 25 20 39 20 20 35 20 20 20 28 31 34 20 130 2206 43 21 24 44
internal_value=0 1.05443e-06 -2.23652e-06 -2.48985e-08 -1.08189e-08 -2.85684e-08 -3.03264e-09 -2.96455e-08 -9.49431e-07 -1.57526e-06 -7.96531e-09 -8.5358e-07 2.34895e-08 -9.96643e-08 2.08278e-06 -6.69426e-09 -2.31197e-08 -1.26904e-09 -5.97583e-08 4.92893e-07 2.83326e-06 -4.61885e-07 1.79277e-07 2.99703e-09 3.67983e-07 -4.72358e-09 -7.47281e-07 -1.35938e-07 -1.0496e-06 -2.09021e-06
internal_weight=0 72 42 3049 3029 3002 2921 2892 81 59 2872 103 2769 78 40 2729 2709 2674 2391 283 82 201 62 181 150 2371 165 132 89 65
internal_count=3121 72 42 3049 3029 3002 2921 2892 81 59 2872 103 2769 78 40 2729 2709 2674 2391 283 82 201 62 181 150 2371 165 132 89 65
is_linear=0
shrinkage=0.1


Tree=7070
num_leaves=31
num_cat=0
split_feature=132 393 1203 50 130 40 1429 156 46 1371 15 33 47 47 9 1366 16 4 402 133 131 150 12 42 123 484 12 13 1 3
split_gain=9.05432e-09 3.90523e-08 2.13377e-08 6.77011e-09 6.02038e-09 1.70649e-08 5.7617e-09 1.52258e-08 5.66167e-09 7.18651e-09 6.54325e-09 1.11497e-08 1.28869e-08 7.64725e-08 5.64196e-08 1.34225e-08 9.17512e-09 2.33068e-08 2.52174e-08 2.81121e-08 1.63203e-08 1.40393e-08 2.54695e-08 3.16153e-08 2.4302e-08 3.04214e-08 2.45443e-08 2.48423e-08 1.63145e-08 1.39235e-08
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 0.093975000000000017 -0.23647499999999996 -0.23755499999999996 -0.23752499999999996 0.32523500000000005 -0.052299999999999992 0.095040000000000013 -0.56368999999999991 -0.009184999999999997 0.094160000000000008 0.09717000000000002 0.09055500000000001 -0.082814999999999986 -0.15241499999999997 -0.064804999999999988 0.087880000000000014 -0.054584999999999995 0.13767000000000004 0.12068000000000002 0.088365000000000013 0.090395000000000017 0.090420000000000014 1.0000000180025095e-35 -0.088589999999999988 -0.084419999999999981 0.10439500000000002 -0.0037349999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -6 -7 8 -8 10 -10 -12 14 -14 15 -13 17 -17 19 -19 29 22 24 -24 25 26 -21 -28 -29 -18
right_child=1 -3 -4 -5 5 6 7 -9 9 -11 11 12 13 -15 -16 16 20 18 -20 21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-1.0355106342428503e-07 -1.7145444553534616e-06 4.2436605367997386e-06 -3.7360632256877582e-06 -2.0037425674077205e-06 2.5286399068978358e-06 -1.6886374419300409e-06 -1.6814608073900673e-06 2.7640222992886267e-06 1.7110817990132173e-06 1.8958442088035098e-06 -1.9707994961836136e-06 2.3370311637904709e-06 5.8065400882976702e-06 1.1750552197673891e-07 -4.0602423125944501e-06 -3.4080245759818917e-06 -3.4843161379496553e-08 3.3476332191639816e-06 -3.2569227346794625e-06 -2.0234977743286671e-07 -2.8045098679285733e-06 1.6428871312257343e-06 3.4373584910933157e-06 -1.2348609004675383e-06 1.4475713042143239e-06 1.5251005730864233e-06 -5.8364880244661092e-06 4.555118678695181e-08 -3.786291454161983e-06 7.4780170859551426e-07
leaf_weight=175 20 22 20 21 27 20 20 20 22 20 29 24 26 259 35 26 1761 23 26 31 20 32 30 28 27 22 29 20 25 261
leaf_count=175 20 22 20 21 27 20 20 20 22 20 29 24 26 259 35 26 1761 23 26 31 20 32 30 28 27 22 29 20 25 261
internal_value=0 4.64453e-08 -6.24636e-07 -3.07143e-07 1.44166e-08 2.64946e-08 2.67306e-09 1.46852e-08 -4.981e-09 7.09738e-09 -6.60905e-09 -2.0431e-08 4.78681e-10 6.36505e-07 -7.44253e-08 -1.59332e-08 -3.98515e-08 -5.3861e-07 -2.83986e-07 5.51304e-09 3.80643e-08 -3.09523e-07 -6.04226e-07 1.1818e-06 -1.27689e-06 -1.8561e-06 -2.56455e-06 -3.55411e-06 -2.08325e-06 6.61807e-08
internal_weight=0 2905 216 196 2883 2863 2836 2816 2796 2776 2756 2734 2705 285 2420 2385 2361 319 293 267 2042 244 212 58 154 127 105 74 45 2022
internal_count=3121 2905 216 196 2883 2863 2836 2816 2796 2776 2756 2734 2705 285 2420 2385 2361 319 293 267 2042 244 212 58 154 127 105 74 45 2022
is_linear=0
shrinkage=0.1


Tree=7071
num_leaves=31
num_cat=0
split_feature=132 1185 1203 9 33 9 12 34 11 97 30 2 44 158 482 42 482 13 4 481 133 1447 0 0 0 403 42 42 0 4
split_gain=7.33409e-09 3.32557e-08 1.72835e-08 6.02328e-09 1.66504e-08 1.69582e-08 1.1024e-08 1.0631e-08 2.09022e-08 7.02604e-09 6.60949e-09 1.24521e-08 6.34802e-09 1.52516e-08 7.10313e-09 4.45767e-08 4.01868e-08 3.40512e-08 1.80686e-08 9.21365e-09 3.94675e-08 9.2804e-08 2.68298e-08 9.77512e-09 4.73798e-08 6.50794e-08 6.83384e-08 1.65817e-07 4.34123e-08 3.14316e-07
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 0.092890000000000014 -0.009184999999999997 0.086220000000000005 -0.010834999999999999 -0.08786999999999999 -1.0000000180025095e-35 -0.086244999999999988 0.085185000000000025 -1.0000000180025095e-35 0.099360000000000018 -0.47356499999999996 0.089605000000000018 0.096450000000000022 0.086210000000000023 -0.078704999999999983 -0.0070899999999999991 -0.086484999999999992 0.087625000000000022 0.050705000000000007 -0.083264999999999992 -0.086729999999999988 -0.085669999999999982 -0.085604999999999987 0.083715000000000026 0.087550000000000017 -0.087414999999999979 -0.081224999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 7 -5 -6 -9 -10 11 -11 13 -13 16 17 19 18 -16 20 21 22 -15 28 25 -25 -27 -28 -21 -30
right_child=1 3 -4 6 5 -7 -8 8 9 10 -12 12 -14 14 15 -17 -18 -19 -20 23 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-2.7642830590702854e-07 3.9150138129364427e-06 -2.4326504184760519e-06 -3.3624569493895255e-06 2.8364617692421324e-06 2.2944803667712679e-06 2.9195374145274404e-06 -2.7145430874497836e-07 -3.1622881925570603e-06 1.7845604438868827e-06 2.3783720869439345e-06 -1.3021919349544312e-06 2.4644285722388306e-06 -1.4331642260443798e-06 9.8036163207224401e-08 2.7715272088763805e-07 -4.0519804722480915e-06 4.1817537763840256e-06 2.8090348005857128e-06 -3.03858754425282e-06 -1.4820654865749519e-07 4.3673836480593311e-06 -5.8993518548179838e-06 4.414493357292789e-06 -2.0876930970340861e-06 -4.2694699031739522e-08 -4.9652125901709298e-07 1.2374373396927365e-05 -2.0657710251725804e-07 -1.2494980191626209e-05 3.5692377642935128e-06
leaf_weight=196 22 28 20 21 20 20 25 21 22 22 39 25 31 36 42 31 23 35 27 876 25 21 24 24 1331 22 22 20 21 29
leaf_count=196 22 28 20 21 20 20 25 21 22 22 39 25 31 36 42 31 23 35 27 876 25 21 24 24 1331 22 22 20 21 29
internal_value=0 4.18047e-08 -5.62172e-07 1.22485e-08 -6.15682e-09 1.80304e-08 1.14738e-06 -2.77642e-09 -1.93691e-08 4.64884e-09 -9.71582e-09 9.0436e-09 -1.05156e-08 6.22782e-09 -1.73272e-08 -7.23679e-07 2.12166e-08 2.68411e-07 -1.02031e-06 -1.78255e-08 8.94107e-07 -1.77892e-07 1.82462e-06 -5.90472e-08 1.05884e-07 2.35314e-06 4.01846e-06 6.38344e-06 -3.11788e-07 -3.17773e-06
internal_weight=0 2905 216 2883 2837 2809 46 2789 2769 2748 2726 2687 2665 2634 2609 135 2474 104 69 2451 106 81 60 2345 1419 88 64 42 926 50
internal_count=3121 2905 216 2883 2837 2809 46 2789 2769 2748 2726 2687 2665 2634 2609 135 2474 104 69 2451 106 81 60 2345 1419 88 64 42 926 50
is_linear=0
shrinkage=0.1


Tree=7072
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 156 475 1203 0 12 403 403 1419 2 2 1420 157 157 160 133 133 157 157 157 3 1 481 481 157 481 403
split_gain=6.01885e-09 3.35302e-08 1.69329e-08 9.15599e-09 5.59272e-09 1.07618e-08 5.28431e-09 8.50634e-09 8.20028e-09 8.86688e-09 1.00233e-08 5.24878e-09 2.65669e-08 3.6868e-08 1.91065e-08 7.38741e-09 3.57665e-08 1.97965e-08 4.04521e-08 1.80367e-08 1.56994e-08 2.55028e-08 1.32606e-08 3.84292e-08 1.24034e-08 1.14986e-08 2.4111e-08 1.63393e-08 1.21148e-08 3.28639e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.3248100000000001 0.13528000000000004 0.087520000000000014 -0.09515499999999999 0.11418000000000002 -0.020569999999999995 -0.085534999999999986 0.086505000000000012 0.087505000000000013 0.10327000000000001 -0.085109999999999991 -0.087424999999999989 -0.086394999999999986 -0.082179999999999989 0.085355000000000014 0.085355000000000014 -0.085474999999999982 -0.083699999999999983 -0.081749999999999975 -0.082594999999999988 0.10205500000000002 -0.15265499999999996 -0.088384999999999977 -0.080544999999999992 -0.086354999999999987 -0.55327499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 11 7 -1 9 10 -9 14 -13 -14 -3 17 -17 19 24 -16 -18 -22 23 -23 -19 -24 -27 -28 -29 -30
right_child=1 4 -4 -5 -6 -7 -8 8 -10 -11 -12 12 13 -15 15 16 20 18 -20 -21 21 22 25 -25 -26 26 27 28 29 -31
leaf_value=1.1816783671747546e-06 4.0197794468050618e-06 -3.0231387711410209e-06 -2.9534433506341883e-06 -2.1643403193766497e-06 -1.5437391193304592e-06 2.3334286697718199e-06 1.3609057689861333e-06 1.1827545910597799e-07 -2.1611223027880792e-06 1.2229094348611165e-06 -2.6170426546438349e-06 3.3706827337111999e-06 -2.9479143992814678e-06 2.0945242716873601e-06 -9.441433069566431e-07 3.7318011419092028e-06 -2.5967722886770907e-06 -1.9050016755334749e-06 -5.4397482131207658e-06 2.4958547028417241e-06 3.5844917965732749e-06 8.9835261355296502e-07 -1.8516778848010063e-06 -4.7319982468510805e-06 1.4162500776918656e-06 2.7832139991801342e-06 2.6164189236510539e-06 -2.2898639830669789e-06 4.052803592742293e-06 -1.8035657323356591e-08
leaf_weight=35 21 21 25 21 23 20 26 37 26 31 21 27 29 29 35 26 23 22 22 27 20 27 32 22 23 32 24 23 20 2351
leaf_count=35 21 21 25 21 23 20 26 37 26 31 21 27 29 29 35 26 23 22 22 27 20 27 32 22 23 32 24 23 20 2351
internal_value=0 3.84331e-08 -5.01827e-07 -1.90708e-07 9.38226e-09 2.18943e-08 4.47818e-08 -1.83346e-07 -5.98789e-07 -1.42377e-07 -8.72098e-07 5.58715e-09 7.79531e-07 -4.26695e-07 -1.83347e-08 4.7876e-09 4.14358e-08 -7.33858e-07 -1.92553e-06 5.5392e-07 4.15937e-09 2.76096e-08 -4.96982e-10 -1.62956e-06 -2.07473e-07 3.16642e-08 5.6263e-08 2.01743e-08 -5.85323e-09 1.63029e-08
internal_weight=0 2899 222 197 2878 2855 176 150 115 89 58 2835 85 58 2750 2729 2600 129 67 62 2574 2551 2531 49 45 2482 2450 2418 2394 2371
internal_count=3121 2899 222 197 2878 2855 176 150 115 89 58 2835 85 58 2750 2729 2600 129 67 62 2574 2551 2531 49 45 2482 2450 2418 2394 2371
is_linear=0
shrinkage=0.1


Tree=7073
num_leaves=31
num_cat=0
split_feature=1429 1426 2 1210 2 1210 399 1185 15 481 1447 1186 47 0 15 3 15 12 12 12 15 1447 484 1455 12 52 1 12 123 130
split_gain=5.40571e-09 1.41951e-08 5.57465e-09 5.88116e-08 3.576e-08 3.27451e-08 3.07169e-08 2.60409e-08 2.72288e-08 2.87646e-08 2.57755e-08 1.66829e-08 1.65632e-08 1.51503e-07 8.10947e-08 3.34718e-08 7.99286e-08 2.67175e-08 2.63511e-08 9.7042e-08 9.37864e-08 4.68989e-08 4.86025e-08 6.01296e-08 4.5498e-08 4.33294e-08 3.27603e-08 3.07045e-08 2.68125e-08 2.11775e-08
threshold=-0.23752499999999996 -0.089244999999999977 0.084885000000000002 -0.14175499999999996 0.085045000000000023 -0.086074999999999985 0.091580000000000009 -1.0000000180025095e-35 0.11842000000000001 -0.087974999999999984 0.059120000000000013 -0.089559999999999987 0.092165000000000011 -0.10224499999999999 -0.10324499999999999 -0.00083499999999999991 -0.10324499999999999 0.088725000000000012 0.083715000000000026 0.083985000000000018 0.085730000000000015 -0.084894999999999984 -0.017214999999999998 -0.041319999999999989 0.085440000000000016 0.084960000000000022 0.091535000000000019 0.085955000000000018 0.083430000000000018 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -5 7 -7 9 -9 11 -6 15 -14 -15 18 -17 -16 20 -20 26 -21 -23 -24 25 -25 -11 -26 -28 -29
right_child=1 2 4 5 10 6 -8 8 -10 12 -12 -13 13 14 17 16 -18 -19 19 21 -22 22 23 24 27 -27 28 29 -30 -31
leaf_value=-1.5620004898086005e-06 2.5421878082066873e-06 5.1827448260155508e-06 -4.1124038427204303e-06 -3.4341168867076007e-06 -2.6696255790739091e-06 -3.4115813919232185e-06 3.6217408605807579e-06 3.3554627440605995e-06 -2.5474606534064357e-06 2.4889798540147911e-06 2.8505205703292327e-06 -7.0049229164731713e-08 -6.9307579536825875e-06 5.305670909289499e-06 -3.1674072598152321e-06 -5.6910929020094238e-07 6.2336803976435367e-06 3.8152006378437322e-07 6.975122042521517e-06 -4.3280947135248096e-06 -6.9088908434344423e-06 3.978670504563655e-06 -5.251309364666668e-06 6.3714070343532674e-06 -3.5758823405953793e-06 5.1361796116517712e-07 -4.2484710763801558e-06 4.5870645639126121e-07 -1.1640729438005435e-08 -2.4698273490584042e-06
leaf_weight=22 22 23 22 26 25 21 25 29 36 38 30 1971 32 30 29 39 31 79 22 22 23 35 20 23 23 28 20 289 59 27
leaf_count=22 22 23 22 26 25 21 25 29 36 38 30 1971 32 30 29 39 31 79 22 22 23 35 20 23 23 28 20 289 59 27
internal_value=0 1.10813e-08 -7.01564e-09 1.82874e-07 -1.02424e-07 6.85633e-08 1.61492e-07 7.09091e-08 1.49209e-07 2.57316e-07 -5.88806e-08 -1.02609e-07 1.53926e-07 -7.31346e-07 7.06199e-07 3.69228e-07 2.44355e-06 -5.71433e-07 1.38381e-07 4.84706e-07 -1.07128e-06 1.78947e-07 4.01767e-07 9.6422e-08 3.70665e-07 3.15537e-06 7.62821e-08 -4.82728e-08 -1.08426e-06 2.08484e-07
internal_weight=0 3099 3077 1029 2048 1006 980 955 934 898 2026 1996 869 170 138 699 70 108 629 489 140 467 445 410 390 51 117 339 79 316
internal_count=3121 3099 3077 1029 2048 1006 980 955 934 898 2026 1996 869 170 138 699 70 108 629 489 140 467 445 410 390 51 117 339 79 316
is_linear=0
shrinkage=0.1


Tree=7074
num_leaves=31
num_cat=0
split_feature=401 1212 1212 13 43 158 403 13 160 12 16 133 1213 0 1211 132 15 394 129 1210 15 1208 1210 2 1210 1209 3 3 12 4
split_gain=5.59941e-09 6.05927e-09 4.16873e-08 4.06663e-08 7.61143e-08 4.53646e-08 1.67585e-08 3.08467e-08 1.24335e-08 2.46707e-08 1.10424e-08 1.9403e-08 2.96066e-08 1.58725e-08 9.94675e-09 8.09262e-09 3.15063e-08 2.02154e-08 8.77202e-09 8.1767e-09 1.94344e-08 1.02612e-08 1.66434e-08 9.38174e-08 1.4617e-08 9.95749e-09 1.0065e-08 2.20734e-08 3.22043e-08 1.67479e-08
threshold=0.13837000000000002 0.08759500000000002 0.086920000000000011 -0.085584999999999981 -0.0017249999999999998 0.10398500000000001 0.022375000000000003 -0.070999999999999994 -0.54913999999999985 0.089625000000000024 -0.069894999999999985 -0.0023199999999999996 -1.0000000180025095e-35 -0.079459999999999989 0.11048500000000001 -0.083284999999999984 0.091475000000000015 0.090335000000000013 -0.082304999999999975 0.0028200000000000005 0.090455000000000021 0.092250000000000013 -0.090009999999999993 0.084755000000000011 -0.079504999999999978 -0.084629999999999997 -0.094299999999999981 -0.089519999999999988 0.084795000000000023 -0.0092149999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -3 6 7 -5 9 -1 11 12 -9 -13 15 16 -10 18 -17 21 -21 22 23 -20 -24 -26 -27 28 -28 -29
right_child=-2 3 -4 5 -6 -7 -8 10 14 -11 -12 13 -14 -15 -16 17 -18 -19 19 20 -22 -23 24 -25 25 26 27 29 -30 -31
leaf_value=-3.5128398815652837e-07 -1.6274054706584485e-06 5.8973407339421748e-06 -3.7398124762451818e-06 4.3569818831201698e-06 -1.0763879000196225e-06 -4.402702633461045e-06 -2.1488894115388274e-06 -3.1806126025912818e-06 -1.5990961383494098e-07 4.282573453622263e-06 -1.4097821503235216e-06 5.5451626215230474e-07 1.7365730267708085e-06 4.0437778538530852e-06 2.0511732808027657e-06 1.7734191139858786e-06 -3.9771936214947344e-06 2.7833585874121198e-06 6.6227632790590482e-06 -8.9823030588444519e-07 2.6953639409090532e-06 -1.7925010989556005e-06 -2.3910953721631949e-06 -2.9471701645888972e-06 2.0194906700572058e-06 3.5874756536748791e-07 1.4057729993055546e-06 -4.3102691712662158e-07 -3.3852740256300406e-06 1.7987767422266442e-07
leaf_weight=27 21 34 30 20 29 23 24 25 160 20 34 32 24 22 23 27 25 26 21 27 34 34 27 20 23 440 20 845 47 957
leaf_count=27 21 34 30 20 29 23 24 25 160 20 34 32 24 22 23 27 25 26 21 27 34 34 27 20 23 440 20 845 47 957
internal_value=0 1.10225e-08 -3.18977e-08 4.66427e-07 2.68721e-06 -2.19404e-07 3.12176e-07 6.88389e-07 7.78744e-09 1.62057e-06 1.52828e-07 6.68641e-07 -7.72195e-07 1.97607e-06 -1.97165e-08 -3.71444e-08 -6.75759e-07 9.22284e-09 -1.93765e-08 -3.87775e-08 1.10476e-06 -6.74363e-08 -4.29979e-08 1.9545e-06 -7.7715e-08 -5.09305e-08 -7.1554e-08 -1.72856e-07 -1.95511e-06 -1.0659e-07
internal_weight=0 3100 2833 267 63 204 181 157 2803 47 137 103 49 54 2756 2733 185 2548 2522 2495 61 2434 2400 41 2359 2332 2309 1869 67 1802
internal_count=3121 3100 2833 267 63 204 181 157 2803 47 137 103 49 54 2756 2733 185 2548 2522 2495 61 2434 2400 41 2359 2332 2309 1869 67 1802
is_linear=0
shrinkage=0.1


Tree=7075
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 12 52 133 399 43 0 402 1210 9 2 1212 394 394 1212 13 1212 4 133 3 4 4 0 1213 12 45 4
split_gain=6.96543e-09 1.60861e-07 8.94516e-08 2.51141e-08 6.11243e-09 9.07767e-09 1.7548e-08 6.05721e-09 9.71489e-09 5.53061e-09 6.22846e-08 5.18847e-08 2.9787e-08 2.45598e-08 1.59686e-08 4.08031e-08 1.91796e-08 1.78781e-08 4.84842e-08 2.70495e-08 1.65251e-08 4.96562e-08 5.61786e-08 7.82325e-08 4.41283e-08 1.52374e-07 7.9886e-08 4.33541e-08 1.70139e-08 2.00952e-08
threshold=-0.083284999999999984 0.089480000000000018 0.12358500000000001 0.10022000000000002 0.11527000000000001 0.090645000000000017 -0.37971999999999995 0.086815000000000017 -0.0082299999999999995 -0.083804999999999977 0.12389500000000002 -0.41266499999999995 0.088235000000000022 -0.0050599999999999994 0.10083000000000002 -0.11103499999999998 -0.088774999999999979 0.087505000000000013 -0.085584999999999981 0.085870000000000016 -0.081714999999999996 -0.019454999999999997 -0.085784999999999986 -0.093124999999999986 -0.07712999999999999 -0.086934999999999985 -0.090764999999999985 0.086345000000000019 0.094030000000000016 -0.0057249999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 6 -1 -8 -9 10 12 -11 13 -2 15 -15 -17 19 -19 20 21 27 23 -23 25 -22 -27 -18 29 -26
right_child=2 -3 -4 -5 -6 -7 7 8 -10 11 -12 -13 -14 14 -16 16 17 18 -20 -21 24 22 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-2.8923179086221423e-06 2.754122612458332e-06 8.8658007392777583e-06 -6.7056768966722308e-06 -3.6986673467254149e-06 1.6409845643682363e-06 1.2184434316016754e-06 1.3404454176242536e-06 3.6129635713648973e-07 -2.1848495911378701e-06 5.0736103059448183e-06 -4.8951678746999722e-06 6.7927753826417517e-08 -3.6124260235658811e-06 4.4865423546980308e-06 -2.2563572706246761e-06 -2.7539198203367751e-06 6.630469511037518e-06 5.3270995832380409e-06 -1.1096647267549997e-06 -3.6424597467322161e-06 -8.3241301475871809e-06 -1.3744496713612039e-06 -3.689646324378515e-06 6.5516516224306548e-06 7.1156802841326669e-07 -3.5145494144845069e-06 4.8517717550566894e-06 4.0881166222832346e-07 -2.7206387740493072e-06 -2.5849926578529782e-07
leaf_weight=26 32 21 20 20 21 36 26 47 22 21 27 1483 23 20 32 26 24 22 25 21 28 33 32 20 335 21 25 21 22 589
leaf_count=26 32 21 20 20 21 36 26 47 22 21 27 1483 23 20 32 26 24 22 25 21 28 33 32 20 335 21 25 21 22 589
internal_value=0 5.4383e-07 -4.10282e-08 -3.38804e-07 3.87089e-08 -1.75608e-07 -5.90367e-07 3.96402e-08 -4.50518e-07 5.222e-09 -1.39501e-07 1.37821e-07 -4.44584e-08 1.73362e-08 -5.02388e-08 5.61231e-09 -6.64284e-08 -9.05992e-09 1.90329e-06 -8.58152e-08 -2.08677e-08 1.04095e-06 -3.81088e-07 1.61653e-06 -1.56198e-07 -2.50793e-06 1.03236e-06 3.72703e-06 2.77644e-08 9.32026e-08
internal_weight=0 219 2902 198 178 157 121 95 69 2882 1378 1504 1351 1328 1296 1264 1244 1218 47 1171 1150 130 85 53 1020 74 46 45 946 924
internal_count=3121 219 2902 198 178 157 121 95 69 2882 1378 1504 1351 1328 1296 1264 1244 1218 47 1171 1150 130 85 53 1020 74 46 45 946 924
is_linear=0
shrinkage=0.1


Tree=7076
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 393 394 394 390 394 9 10 0 2 12 1186 394 1186 394 1 1 2 1 1 9 13 480 1427 1452 1456 131
split_gain=5.64223e-09 1.55011e-07 8.47252e-08 1.67373e-08 5.96092e-09 5.91101e-09 1.60682e-08 1.32709e-08 1.50409e-08 5.91508e-09 1.84006e-08 2.20027e-08 1.36851e-08 1.0282e-08 8.10243e-09 1.76492e-08 1.79897e-08 1.45295e-08 7.25173e-09 1.57236e-07 7.75322e-08 5.90582e-08 3.6746e-08 2.55761e-08 3.69784e-08 2.24724e-08 2.14516e-08 1.93894e-08 4.89439e-08 3.51679e-08
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.085960000000000023 0.10483000000000002 -0.10499499999999999 -0.09139499999999999 0.088485000000000008 -0.087044999999999997 0.092890000000000014 0.053330000000000009 -0.067094999999999988 -0.080614999999999978 -0.010834999999999999 0.084720000000000004 -0.078674999999999981 -1.0000000180025095e-35 -0.0065099999999999993 0.09253500000000002 0.091785000000000019 -0.020134999999999997 0.093100000000000002 0.094090000000000021 -1.0000000180025095e-35 -0.013634999999999998 0.11191000000000002 0.089335000000000012 0.086765000000000023 -0.074164999999999995 0.11793000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 8 -8 10 12 -12 -10 -11 15 16 -14 -17 19 25 -20 -22 -23 24 -24 26 -19 28 -25 -30
right_child=2 -3 4 -5 -6 6 7 -9 9 13 11 -13 14 -15 -16 17 -18 18 20 -21 21 22 23 27 -26 -27 -28 -29 29 -31
leaf_value=-1.666606794157945e-08 -6.2191268739297811e-06 8.4506914535350831e-06 -1.2604342281200524e-06 -2.6181570523602146e-06 1.3894838206527443e-06 2.7675975616148209e-06 2.6765929392457198e-06 -2.4552915572361272e-06 1.8626454150832547e-06 2.7431599370348047e-06 -4.5030183173366822e-06 1.8768478412312107e-07 -4.2410101741552353e-09 -2.8675433405567219e-07 1.8865743010626996e-06 2.440856950632527e-06 -4.2456677715563278e-06 -1.2386890493930144e-07 5.5858160460677304e-06 -7.8662520024863635e-06 -5.0723542575393706e-06 3.6132202186915192e-06 2.5867756705708785e-07 5.1646601298216418e-06 -5.3363610986490953e-06 2.4418098689693579e-06 3.1712398731542637e-06 -2.725409010715587e-06 2.7222068324200046e-07 -3.9859175149103978e-06
leaf_weight=168 22 22 37 29 31 21 21 22 39 21 20 20 20 24 22 24 20 1626 26 26 22 30 27 20 21 36 20 22 642 20
leaf_count=168 22 22 37 29 31 21 21 22 39 21 20 20 20 24 22 24 20 1626 26 26 22 30 27 20 21 36 20 22 642 20
internal_value=0 4.89446e-07 -3.69361e-08 -3.99627e-07 1.02889e-08 -4.7181e-09 1.18045e-08 -8.93061e-09 1.0506e-08 -9.86804e-09 -2.87982e-08 -2.15767e-06 3.17876e-09 1.12721e-06 -2.44581e-08 -4.0616e-08 -2.12495e-06 -8.07361e-09 -3.12313e-08 -1.49065e-07 2.11251e-07 3.74466e-08 1.81201e-07 4.42849e-08 -2.18915e-06 -2.97746e-08 -8.38311e-08 1.96565e-07 2.90822e-07 1.43576e-07
internal_weight=0 219 2902 197 2880 2849 2812 2791 2769 2748 2703 40 2663 45 2624 2602 40 2562 2538 1708 830 804 782 752 48 1682 1646 704 682 662
internal_count=3121 219 2902 197 2880 2849 2812 2791 2769 2748 2703 40 2663 45 2624 2602 40 2562 2538 1708 830 804 782 752 48 1682 1646 704 682 662
is_linear=0
shrinkage=0.1


Tree=7077
num_leaves=31
num_cat=0
split_feature=130 40 12 142 4 11 34 13 9 10 2 147 147 483 160 2 2 42 0 160 9 4 132 50 132 1203 159 474 159 1456
split_gain=5.50336e-09 1.49446e-08 6.31494e-09 1.77719e-08 1.05145e-08 1.00445e-08 9.70743e-09 1.72749e-08 1.1597e-08 1.79836e-08 3.61041e-08 9.57716e-09 1.22986e-08 1.64747e-08 1.03532e-08 4.43255e-08 2.40023e-08 3.50424e-08 1.06879e-08 1.02158e-08 1.07565e-08 1.00596e-07 1.01703e-08 1.53522e-07 8.22435e-08 1.61824e-08 1.13033e-08 2.62646e-08 4.03396e-08 2.42292e-08
threshold=-0.23647499999999996 -0.16692999999999997 0.12757000000000002 -0.057499999999999989 0.022185000000000003 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 0.092410000000000006 0.053330000000000009 -0.080614999999999978 0.099230000000000013 0.093875000000000014 -0.47181499999999993 0.10908000000000002 0.113445 0.098630000000000009 0.083865000000000009 -0.086074999999999985 0.10396000000000001 -1.0000000180025095e-35 0.053180000000000012 -0.083284999999999984 0.088425000000000017 -0.076764999999999986 0.085960000000000023 0.10442500000000002 0.091650000000000009 0.10644500000000001 -0.080239999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -5 7 -7 9 10 -8 12 13 -12 19 16 17 -16 -19 20 21 -15 23 25 -24 -22 -26 28 -28 -30
right_child=1 2 4 5 -6 6 8 -9 -10 -11 11 -13 -14 14 15 -17 -18 18 -20 -21 22 -23 24 -25 26 -27 27 -29 29 -31
leaf_value=-1.6534958990632733e-06 2.127379464626977e-06 2.7765575937436276e-06 -2.8949118911571403e-09 -2.1427160328874546e-06 -2.8332684147850768e-06 6.5373280284058477e-07 4.1578132563050276e-06 -3.1536860031057865e-06 1.8891383938068885e-06 -2.7221457230552915e-06 2.4099358289017152e-06 1.804110055719979e-06 -2.3254304249783913e-06 5.3350729917289353e-06 -3.1131792098904044e-06 -5.2260153552197156e-06 2.5478041414736745e-06 -6.9494784753487699e-07 2.2053631994367608e-06 1.7920656986802897e-06 1.4653730694346808e-07 -3.5207362551002166e-06 -6.4772914777222473e-06 8.9574205321696348e-06 -9.3128101229373909e-08 -2.4095840277974882e-06 5.6065693576101699e-06 -1.7946524296045633e-06 -2.004795741868293e-06 1.6507190727695204e-06
leaf_weight=20 33 23 35 22 21 22 21 26 33 24 28 29 23 29 40 20 26 24 27 32 142 23 20 20 2187 30 20 30 25 66
leaf_count=20 33 23 35 22 21 22 21 26 33 24 28 29 23 29 40 20 26 24 27 32 142 23 20 20 2187 30 20 30 25 66
internal_value=0 1.06633e-08 -1.21045e-08 7.45795e-09 -1.06428e-06 -1.38499e-08 1.93538e-09 -1.40862e-06 2.51305e-08 3.8165e-09 2.66757e-08 -3.86067e-09 -2.25062e-08 -3.51468e-09 -2.79901e-08 -8.75464e-07 -1.3178e-07 -8.97375e-07 8.40511e-07 1.62568e-08 -5.66676e-09 1.41808e-06 -3.48143e-08 6.64944e-07 -9.20348e-08 -2.99298e-07 -3.71786e-08 8.30634e-07 1.54017e-06 6.46457e-07
internal_weight=0 3101 3068 3012 56 2989 2967 48 2919 2886 2862 2841 2812 2789 2761 137 117 91 51 2624 2592 52 2540 192 2348 172 2328 141 111 91
internal_count=3121 3101 3068 3012 56 2989 2967 48 2919 2886 2862 2841 2812 2789 2761 137 117 91 51 2624 2592 52 2540 192 2348 172 2328 141 111 91
is_linear=0
shrinkage=0.1


Tree=7078
num_leaves=31
num_cat=0
split_feature=12 130 132 1185 1203 10 0 13 51 33 15 45 142 147 448 48 456 456 150 150 1374 1 42 0 1375 150 150 150 49 43
split_gain=6.38641e-09 1.43932e-08 6.09963e-09 4.34755e-08 1.8184e-08 6.60894e-09 7.53465e-08 7.6221e-08 1.5195e-08 8.51449e-09 7.37544e-09 7.11001e-09 1.05232e-08 7.11583e-09 2.43256e-08 1.26831e-08 8.92843e-09 1.99086e-08 1.10494e-08 1.0663e-08 4.71669e-08 4.08169e-08 1.15618e-07 6.48709e-08 3.01875e-08 1.42454e-08 1.1968e-08 1.17763e-08 1.45768e-08 4.17829e-08
threshold=0.23631000000000002 -0.22461999999999996 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.011559999999999999 -0.10224499999999999 -0.0093149999999999986 0.080335000000000018 -1.0000000180025095e-35 0.17980000000000004 0.094030000000000016 -1.0000000180025095e-35 0.097985000000000017 1.0000000180025095e-35 -0.09386499999999999 -0.11319999999999998 -0.085409999999999986 0.12244500000000001 0.090480000000000019 0.079875000000000015 0.090130000000000016 0.083795000000000022 -0.14001499999999997 0.099110000000000018 0.087865000000000013 0.086135000000000017 0.083555000000000004 -0.053364999999999996 -0.085254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -5 8 -8 -7 11 12 -11 14 15 -14 -17 -18 19 24 21 22 -21 -23 25 26 27 28 29 -19
right_child=-2 2 3 5 -6 9 7 -9 -10 10 -12 -13 13 -15 -16 16 17 18 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.3110941347786815e-06 -1.6601968839139496e-06 -1.6893007783278102e-07 4.5646649033144406e-06 -5.8415837810096727e-06 -2.8950279719148449e-06 1.7627776388806638e-06 -2.4644311301435176e-06 5.6726435373506822e-06 7.6636066902816917e-07 2.2385839039478534e-06 1.4120607547001046e-06 -1.4464100080899432e-06 -2.3092149376680029e-06 -1.6239463598645267e-06 3.245533662266098e-06 -2.0052510959348265e-06 3.1605458505978847e-06 -4.9332430039199115e-06 -1.8833041123446407e-06 -6.8516538323575125e-06 5.107965386163084e-06 5.2960011108401286e-06 1.8025104964181082e-06 -8.5553089178347375e-07 -3.9058980905792848e-06 2.5886772386045432e-06 -2.4632979688021809e-06 1.7392326831692407e-06 8.8295466876071093e-10 1.1625493006368231e-06
leaf_weight=27 23 194 21 23 28 28 37 22 24 21 37 34 24 27 23 22 20 22 31 26 22 30 38 40 20 21 20 38 2155 23
leaf_count=27 23 194 21 23 28 28 37 22 24 21 37 34 24 27 23 22 20 22 31 26 22 30 38 40 20 21 20 38 2155 23
internal_value=0 1.23206e-08 -7.89004e-09 3.14507e-08 -5.12762e-07 -2.21183e-09 -7.76883e-07 6.26589e-07 -1.1933e-06 2.79554e-08 9.92455e-09 -9.60087e-09 9.02342e-09 -8.97073e-09 7.963e-09 -2.12157e-08 5.05775e-10 1.81142e-08 -7.16685e-09 1.65237e-08 8.1658e-07 1.12024e-07 -1.71324e-06 1.78084e-06 -3.77646e-08 -3.81871e-09 -2.79296e-08 -6.16582e-09 -3.63136e-08 -1.81762e-06
internal_weight=0 3098 3071 2849 222 2828 106 83 61 2722 2694 2657 2623 2602 2575 2552 2528 2506 2486 2455 156 134 64 70 2299 2279 2258 2238 2200 45
internal_count=3121 3098 3071 2849 222 2828 106 83 61 2722 2694 2657 2623 2602 2575 2552 2528 2506 2486 2455 156 134 64 70 2299 2279 2258 2238 2200 45
is_linear=0
shrinkage=0.1


Tree=7079
num_leaves=31
num_cat=0
split_feature=421 9 2 33 9 147 448 46 1428 473 471 11 12 1429 1426 3 51 11 400 97 374 39 132 1186 399 15 16 52 132 394
split_gain=7.43254e-09 1.37492e-08 2.37991e-08 1.63757e-08 1.36398e-08 1.11931e-08 1.95931e-08 7.8342e-09 9.48403e-09 1.31941e-08 1.42869e-08 1.05188e-08 3.74322e-08 1.08087e-08 1.09181e-08 1.01156e-08 1.84617e-08 1.22471e-08 1.81425e-08 8.19309e-09 1.59329e-08 9.14217e-09 9.76186e-09 1.46636e-07 7.6144e-08 1.75296e-08 2.41068e-08 2.14856e-08 2.13109e-08 1.15269e-08
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 -0.009184999999999997 0.086220000000000005 0.097985000000000017 1.0000000180025095e-35 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 0.090070000000000025 0.10149500000000002 0.11635000000000001 -0.068029999999999993 -0.16726499999999997 0.0038750000000000004 0.083010000000000014 -0.40134499999999995 -0.086464999999999986 0.08987500000000001 -0.020804999999999994 -0.083284999999999984 1.0000000180025095e-35 0.091580000000000009 -0.068899999999999975 -0.073404999999999984 0.086450000000000013 -0.26631499999999991 0.090335000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 -5 -10 -11 13 -13 14 -12 16 -16 18 -17 -20 21 -21 23 25 29 28 27 -27 -23 -24
right_child=1 2 -4 4 -6 -7 -8 -9 9 10 11 12 -14 -15 15 17 -18 -19 19 20 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.9215796282878728e-06 -2.4204202430512722e-06 -3.0930679167795465e-07 4.3187813935219313e-06 -1.7409650406641221e-06 2.6119483663933352e-06 -1.7135944740462756e-06 2.9209795209918297e-06 1.3308175453424389e-06 2.5496688351722696e-06 -2.566282660154684e-06 -2.0592006056683832e-06 3.6943715990389594e-06 -1.0708167070226731e-06 -2.1966321484164243e-06 1.2554964242256645e-07 2.987549955406621e-06 3.5812711210134946e-06 -2.3820867072159178e-06 -2.0030851590577405e-06 -1.5853673259794289e-06 2.3526053106642006e-06 2.8067593072564429e-06 -3.630539100443549e-08 8.5525033463389783e-06 -5.085636679117064e-06 -1.2482829797412635e-06 -3.2207737175277934e-06 2.2839359049752463e-06 -7.8708342803593333e-07 2.3174085103370266e-06
leaf_weight=20 28 25 20 32 20 38 23 43 20 22 26 32 34 23 52 20 22 22 21 38 28 33 2262 21 30 51 35 26 33 21
leaf_count=20 28 25 20 32 20 38 23 43 20 22 26 32 34 23 52 20 22 22 21 38 28 33 2262 21 30 51 35 26 33 21
internal_value=0 1.23896e-08 1.74762e-06 -1.31619e-08 9.09806e-09 -8.20813e-09 1.36116e-08 -9.07906e-09 -2.89191e-08 -9.8434e-09 -2.77923e-08 -8.05845e-09 1.23958e-06 -3.785e-08 -1.97355e-08 -2.04707e-10 1.15293e-06 -3.25151e-08 -1.27783e-08 -3.58666e-08 -1.9842e-08 -4.58924e-08 -2.26041e-08 6.49471e-07 -8.04264e-08 -2.82909e-07 -1.04471e-06 -5.55857e-08 1.00984e-06 -1.46549e-08
internal_weight=0 3101 45 3056 3028 3008 2970 2947 2904 2872 2852 2830 66 2764 2741 2715 74 2641 2619 2599 2578 2550 2512 199 2313 178 112 77 66 2283
internal_count=3121 3101 45 3056 3028 3008 2970 2947 2904 2872 2852 2830 66 2764 2741 2715 74 2641 2619 2599 2578 2550 2512 199 2313 178 112 77 66 2283
is_linear=0
shrinkage=0.1


Tree=7080
num_leaves=31
num_cat=0
split_feature=448 0 15 421 9 2 33 47 9 0 47 47 47 1 393 13 484 0 15 4 13 160 133 52 4 480 480 471 475 1447
split_gain=6.57505e-09 1.29167e-08 2.41948e-08 5.93024e-09 1.13259e-08 1.92773e-08 1.31003e-08 1.12089e-08 9.87965e-08 7.59092e-08 1.63734e-07 1.84818e-08 1.13212e-08 9.45829e-09 8.92872e-09 8.75687e-09 9.92201e-09 1.31896e-08 1.20151e-08 1.79178e-08 1.69545e-08 7.40902e-09 3.11586e-08 7.34555e-08 6.02552e-08 1.53848e-08 1.71438e-08 1.33183e-08 1.69002e-08 1.00016e-08
threshold=0.068920000000000023 -0.24955499999999997 -0.13578499999999996 -1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 -0.009184999999999997 0.094160000000000008 0.085355000000000014 -0.10151999999999999 0.10843500000000002 0.091340000000000018 0.089640000000000011 0.11866500000000001 0.11333500000000001 -0.0057949999999999989 -0.078424999999999981 -0.092089999999999991 -0.065449999999999994 0.033845000000000007 -0.083254999999999982 -0.52439499999999983 0.090445000000000011 0.4099850000000001 -0.081609999999999988 0.11303500000000001 0.10272000000000002 0.094575000000000006 0.12365000000000002 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -5 8 11 10 -9 12 14 -12 21 16 -11 -18 19 20 -19 22 23 24 -8 26 27 28 29 -23
right_child=-2 3 -4 4 5 -7 7 9 -10 15 13 -13 -14 -15 -16 -17 17 18 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.7733000874299747e-07 -1.8073369804483264e-06 -1.7294216505092664e-06 3.9613230673358371e-06 -2.1783778434171709e-06 -2.7837609923153653e-07 3.8869033596711237e-06 -1.4968778978235216e-06 1.0380768059764271e-05 -6.9016740218059925e-06 -2.190141936065469e-06 -1.7457134492815386e-06 3.0128621338576524e-06 -2.2975400725044896e-06 1.3297192012373673e-06 1.6406085620701561e-06 6.475323571004544e-07 -2.5459216956170123e-06 1.8411155645026155e-06 -1.2695721068212153e-06 3.1151872535701841e-06 -2.1817957402121964e-06 9.7966053293782545e-07 4.036439856028427e-06 -3.9609652006333823e-06 4.7674533598584437e-06 -2.5452179597778018e-06 2.8639229651616918e-06 -2.2844705906916513e-06 2.4846202423899603e-06 -1.1896427735277487e-07
leaf_weight=22 20 20 23 28 25 20 28 23 21 34 20 20 22 20 32 73 21 20 36 25 22 86 23 32 34 25 20 27 26 2273
leaf_count=22 20 20 23 28 25 20 28 23 21 34 20 20 22 20 32 73 21 20 36 25 22 86 23 32 34 25 20 27 26 2273
internal_value=0 1.16535e-08 1.69354e-06 -1.31125e-08 -1.80612e-09 1.57286e-06 -2.54972e-08 -5.15271e-09 -6.97054e-08 5.80872e-07 3.65774e-06 -1.55244e-08 -3.85715e-08 -2.07997e-07 -1.95012e-08 -2.58275e-07 -6.7678e-07 -2.61826e-07 2.03863e-07 9.95559e-07 -2.66124e-07 -4.01397e-08 7.37334e-07 -6.98942e-08 1.9384e-06 -7.71622e-08 -5.17916e-08 -7.59683e-08 -5.09664e-08 -7.89127e-08
internal_weight=0 3101 45 3056 3036 45 2991 2963 2669 294 63 2648 2628 40 2606 231 158 124 103 67 42 2574 117 94 62 2457 2432 2412 2385 2359
internal_count=3121 3101 45 3056 3036 45 2991 2963 2669 294 63 2648 2628 40 2606 231 158 124 103 67 42 2574 117 94 62 2457 2432 2412 2385 2359
is_linear=0
shrinkage=0.1


Tree=7081
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 130 4 10 9 34 12 9 1186 391 129 128 12 402 131 1210 1209 1210 1213 16 1210 43 1210 1210 13 1213 1211
split_gain=6.42915e-09 3.59117e-08 1.79462e-08 1.14291e-08 6.10958e-09 1.45147e-08 6.33526e-09 3.09783e-08 2.25061e-08 3.6852e-08 1.20139e-08 6.99616e-09 1.11122e-08 7.36147e-09 1.50327e-08 3.02e-08 1.37913e-08 1.40062e-08 1.12139e-08 7.96487e-09 2.97511e-08 8.12796e-08 4.97019e-08 9.26322e-09 9.22754e-08 1.74152e-08 1.20866e-08 1.03954e-08 7.65468e-09 1.49889e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.23647499999999996 0.63113500000000011 0.0036750000000000007 0.091600000000000015 -0.057544999999999992 -0.010834999999999999 0.085355000000000014 0.090275000000000008 -0.086319999999999994 0.11091000000000001 0.10670500000000001 0.10266500000000002 0.23460000000000003 0.13612500000000002 -0.12043 0.088060000000000013 -0.00046999999999999993 -0.051744999999999992 -0.077879999999999991 -0.079504999999999978 -0.0047449999999999992 -0.064344999999999999 -0.0084249999999999985 -0.053889999999999993 0.51049000000000011 0.11671000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 7 10 -8 -10 11 12 -6 14 16 -16 17 18 -14 23 21 -21 -22 24 -20 -25 27 -27 29 -28
right_child=1 4 -4 -5 5 -7 8 -9 9 -11 -12 -13 13 -15 15 -17 -18 -19 19 20 22 -23 -24 25 -26 26 28 -29 -30 -31
leaf_value=5.6161379191621565e-08 4.1600275272642086e-06 -1.7320601176606943e-06 -3.3002728211310266e-06 -2.2287924649617711e-06 -2.379439061996891e-06 2.3294403743218736e-06 3.5081914308213295e-06 -3.8506304766391016e-06 2.3367885030613533e-06 -3.0972569954694031e-06 2.3875025666105407e-06 1.4563075217743916e-06 -1.9784826722100443e-06 -1.571087892007957e-06 4.552732474665044e-06 -8.7690481905156041e-07 -2.0265316988222958e-06 2.2663716764428604e-06 -5.1179164862397946e-06 -5.0983537609200173e-07 -4.282124486666283e-06 7.5241902754896726e-06 2.2919922408302389e-06 2.616238565678941e-06 3.7755177243070651e-06 -3.2182868877002465e-06 6.4013733715753821e-09 -6.8220813318475848e-08 1.8499680162552647e-06 -2.1733083224617646e-06
leaf_weight=176 21 20 21 25 20 27 23 21 26 24 21 32 29 30 21 20 34 27 28 34 23 20 23 25 20 22 2234 20 22 32
leaf_count=176 21 20 21 25 20 27 23 21 26 24 21 32 29 30 21 20 34 27 28 34 23 20 23 25 20 22 2234 20 22 32
internal_value=0 3.97176e-08 -5.18654e-07 -2.28037e-07 9.65281e-09 2.18411e-08 -1.67041e-10 -2.45046e-08 9.19325e-07 -2.71553e-07 4.85189e-09 -1.35707e-08 -3.10953e-08 -1.34651e-08 4.27549e-09 1.90413e-06 -2.57646e-08 8.18455e-10 -2.33403e-08 -6.87819e-10 8.73764e-07 2.46573e-06 -9.95066e-07 -3.70778e-08 -1.41232e-06 -9.04742e-09 -3.72157e-08 -1.71826e-06 -6.35747e-09 -2.43801e-08
internal_weight=0 2899 222 201 2878 2858 2831 2758 73 50 2737 2716 2684 2664 2634 41 2593 2559 2532 2503 100 54 46 2403 48 2355 2330 42 2288 2266
internal_count=3121 2899 222 201 2878 2858 2831 2758 73 50 2737 2716 2684 2664 2634 41 2593 2559 2532 2503 100 54 46 2403 48 2355 2330 42 2288 2266
is_linear=0
shrinkage=0.1


Tree=7082
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1209 1208 1209 0 0 0 52 9 2 1446 42 133 479 1374 133 52 480 133 4 151 157 2 0 15 49 403 1212
split_gain=5.89044e-09 8.62135e-09 1.20687e-08 1.09581e-08 9.93074e-09 1.65978e-08 7.01567e-09 6.04263e-08 4.99411e-08 3.65383e-08 2.14221e-08 2.31624e-08 2.00418e-08 3.54096e-08 1.77535e-08 9.08505e-08 5.45878e-08 5.14982e-08 5.8893e-08 6.45847e-08 4.62584e-08 5.34249e-08 7.48951e-08 3.85315e-08 4.45764e-08 1.06157e-07 4.08526e-08 3.26538e-08 1.77669e-08 6.08671e-08
threshold=0.12461500000000002 0.10837500000000001 0.23460000000000003 0.11155000000000002 0.092250000000000013 -0.092099999999999987 -0.082394999999999982 -0.082619999999999985 -0.082009999999999986 0.084960000000000022 0.088235000000000022 -0.0050599999999999994 0.091725000000000015 0.087075000000000014 0.087285000000000015 0.086465000000000014 0.088460000000000011 0.087575000000000014 0.4099850000000001 0.086995000000000017 0.084990000000000024 -0.010384999999999998 -0.0067699999999999991 -0.086244999999999988 0.08734500000000002 -0.086934999999999985 -0.0096849999999999974 0.08610000000000001 0.0033700000000000002 -0.087464999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 10 9 -8 11 -7 14 -14 15 16 20 -16 19 23 28 -22 -23 -19 25 -25 -26 -24 29 -13
right_child=-2 -3 -4 -5 -6 6 8 -9 -10 -11 -12 12 13 -15 17 -17 -18 18 -20 -21 21 22 27 24 26 -27 -28 -29 -30 -31
leaf_value=2.8166467841185208e-06 -1.710665480914031e-06 1.9399124480317016e-06 -1.9054820286052718e-06 2.0614012817951824e-06 -2.1172354539477181e-06 2.6419767486629555e-06 6.3206884962338252e-06 -4.9291186314803781e-06 4.4978550286270704e-08 8.3060525260710476e-07 -2.914865007579255e-06 -5.6476470014049924e-06 -7.1206817263093683e-07 4.5588838088406194e-06 5.1866102118612965e-06 -7.0085862546420692e-06 3.6220747612484651e-06 -4.0071678077424626e-06 4.4462497369530517e-06 -5.2472994184427085e-06 2.1962340738246849e-06 -7.6715380665908537e-06 -4.0637752811107931e-06 -7.3645215934448065e-08 5.6892651033690269e-07 8.8492220129410271e-06 -3.2611248902488421e-06 7.5969032309330942e-07 7.1952069219349827e-07 -1.9006231401725043e-07
leaf_weight=21 20 23 33 26 22 32 22 26 1335 27 26 21 26 25 22 20 36 20 29 24 21 28 25 40 123 20 36 32 200 760
leaf_count=21 20 23 33 26 22 32 22 26 1335 27 26 21 26 25 22 20 36 20 29 24 21 28 25 40 123 20 36 32 200 760
internal_value=0 1.10244e-08 -3.38898e-09 1.72248e-08 -3.79861e-10 1.51593e-08 -4.60928e-09 -1.47767e-07 1.60063e-07 3.29554e-06 -6.83831e-08 -2.03256e-08 -7.68201e-08 1.87173e-06 -1.45026e-07 -3.27985e-07 -2.09008e-07 5.20969e-07 1.69448e-07 -3.02139e-07 -3.35888e-07 -2.32044e-06 -3.43632e-06 1.94447e-07 5.78156e-07 2.90064e-06 -2.98255e-07 -1.35586e-06 -1.21451e-07 -3.36809e-07
internal_weight=0 3101 3078 3045 3019 2997 2976 1592 1384 49 1566 1540 1508 51 1457 1143 1123 314 292 263 1087 106 85 239 219 60 159 57 981 781
internal_count=3121 3101 3078 3045 3019 2997 2976 1592 1384 49 1566 1540 1508 51 1457 1143 1123 314 292 263 1087 106 85 239 219 60 159 57 981 781
is_linear=0
shrinkage=0.1


Tree=7083
num_leaves=31
num_cat=0
split_feature=1429 156 1425 52 475 475 475 484 2 3 1372 1429 1429 51 52 51 157 4 42 128 15 51 15 160 13 47 47 47 42 3
split_gain=5.93667e-09 1.26031e-08 5.93671e-09 7.44256e-09 1.74597e-08 8.98596e-09 7.67625e-08 4.69078e-08 3.27605e-08 1.93765e-08 1.57573e-08 8.63376e-09 2.31792e-08 9.93446e-09 8.61382e-09 7.31341e-09 3.16234e-08 2.49561e-08 1.95282e-08 2.18639e-08 1.96477e-08 1.42156e-08 1.31991e-08 1.9247e-08 1.87713e-08 8.09714e-09 6.44923e-08 3.60183e-08 1.23853e-08 1.82025e-08
threshold=-0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.56741999999999992 -0.085754999999999984 -0.086279999999999982 -0.085684999999999997 0.085790000000000019 0.10644500000000001 -0.087429999999999994 -0.081219999999999987 -0.054654999999999988 -0.081904999999999992 -0.090529999999999985 -0.016329999999999997 -0.085164999999999977 -0.081889999999999991 -0.15764999999999998 0.10705500000000003 0.079650000000000012 -0.091964999999999977 -0.083574999999999997 -0.065449999999999994 -0.016279999999999996 -0.069964999999999986 0.092165000000000011 0.09585500000000001 0.088915000000000008 -0.16797499999999996 -0.089819999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 9 -5 -8 12 13 -12 -11 16 -13 -18 19 20 -19 -17 23 -22 -24 27 -27 28 29 -23
right_child=1 -3 -4 5 -6 6 10 -9 -10 14 11 15 -14 -15 -16 21 17 18 -20 -21 22 25 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.6369069974395892e-06 3.4680795897656939e-06 2.513800641281705e-06 -1.5712681279940929e-06 3.3135506958122583e-06 -6.1433462302705848e-07 6.0498121792122786e-06 -2.5178522805617833e-06 -4.9211401534668537e-06 -3.5927855287809506e-06 -8.820303442118486e-07 1.3745359566320032e-06 -3.1497262216435166e-06 3.9728079991618868e-06 -1.7014010890783365e-06 1.5707847207189411e-06 2.3136569287392679e-06 2.9804097107917947e-06 -3.6655181771396072e-06 2.329373789863261e-06 1.4994220821660878e-06 2.5589838960134632e-06 -3.7612235105587479e-06 -4.2194726370325953e-06 -1.2693900144172248e-06 -6.2400675550685818e-07 -5.8345152670621504e-06 -5.4461893379849249e-08 4.0946809948846669e-06 6.2228069940039049e-08 3.1087264806442167e-07
leaf_weight=22 20 20 24 24 22 21 25 23 20 41 21 39 20 21 22 27 24 28 23 35 24 21 20 29 53 21 239 22 2147 23
leaf_count=22 20 20 24 24 22 21 25 23 20 41 21 39 20 21 22 27 24 28 23 35 24 21 20 29 53 21 239 22 2147 23
internal_value=0 1.16206e-08 -4.63259e-09 7.67486e-09 1.32967e-06 -1.07533e-08 2.59185e-08 -8.24021e-07 5.66685e-08 8.95623e-07 -1.82819e-08 3.74459e-09 1.17084e-06 -1.63433e-07 -2.54918e-08 -2.2331e-08 -5.11808e-07 -7.58806e-08 -4.21876e-07 -7.56684e-07 -1.26944e-06 3.15114e-08 -7.36972e-07 4.64213e-07 -1.60907e-06 6.59515e-09 -5.21312e-07 6.86177e-08 2.81917e-08 -1.63263e-06
internal_weight=0 3099 3079 3055 42 3013 2883 130 107 87 2862 2837 62 42 63 2775 275 236 212 189 154 2500 126 53 73 2473 260 2213 2191 44
internal_count=3121 3099 3079 3055 42 3013 2883 130 107 87 2862 2837 62 42 63 2775 275 236 212 189 154 2500 126 53 73 2473 260 2213 2191 44
is_linear=0
shrinkage=0.1


Tree=7084
num_leaves=31
num_cat=0
split_feature=156 472 1429 471 1456 43 1213 2 2 133 1456 483 1429 0 472 484 12 1455 1455 483 2 1 121 481 2 481 4 4 15 15
split_gain=7.18651e-09 9.76564e-09 5.87595e-09 7.55208e-09 6.12051e-09 3.15247e-08 3.46357e-08 1.08858e-07 5.01775e-08 2.40429e-08 3.84989e-08 3.71647e-08 4.6611e-08 1.37813e-08 8.23731e-09 1.10742e-08 4.29274e-08 1.54465e-08 2.3312e-08 1.18975e-08 3.48508e-08 3.46969e-08 2.54853e-08 1.3841e-08 9.73815e-08 1.55467e-08 1.00568e-08 2.82887e-08 1.07877e-08 3.26514e-08
threshold=0.3248100000000001 -0.097514999999999977 0.12387000000000002 0.10277000000000001 0.0058550000000000008 -0.090299999999999991 0.04198000000000001 0.083865000000000009 0.085785000000000014 0.087575000000000014 0.08814000000000001 0.087520000000000014 0.083615000000000009 -0.075684999999999988 -0.082054999999999975 0.12955000000000003 0.089735000000000023 -0.097209999999999977 -0.089344999999999994 0.10143000000000001 0.096540000000000015 0.16540500000000002 -0.094339999999999993 -0.081614999999999979 0.083995000000000014 -0.065999999999999989 -0.50940999999999981 -0.52556499999999995 0.12044500000000001 0.11171000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 14 -6 7 -7 -9 11 -11 12 -10 -12 -3 17 -17 -16 -19 21 -21 22 -20 24 -24 -25 27 -27 29 -28
right_child=-2 2 -4 -5 5 6 -8 8 9 10 13 -13 -14 -15 15 16 -18 18 19 20 -22 -23 23 25 -26 26 28 -29 -30 -31
leaf_value=2.2156387061045281e-06 -1.7611213089050739e-06 -1.8874760044049958e-06 -1.6296721042863283e-06 1.7414145995644506e-06 2.7686947494961108e-06 -7.0408315049722409e-06 2.9366388575495378e-06 4.0211193461049254e-06 9.2691756024391101e-07 -6.0306674185994781e-06 5.4093906252698315e-07 3.0145903959540495e-06 -5.0651484257070394e-06 -2.6045747395423514e-06 -2.5535816309022028e-06 3.8109650253304039e-06 -1.9272655901080395e-06 3.1516454119658498e-06 -3.2257958688812018e-06 4.7269748666878559e-07 -4.4353199546489838e-06 3.7611178001952797e-06 -2.5900737327901881e-06 -2.4166959235571997e-06 6.4261536294907275e-06 6.8335375053229164e-07 9.3113645033076231e-08 -3.4488564712849744e-06 1.0867502759096944e-06 -2.251860362563451e-06
leaf_weight=20 23 22 22 25 27 28 22 23 34 20 30 30 21 26 23 32 22 24 24 39 23 25 25 26 23 37 2233 30 101 61
leaf_count=20 23 22 22 25 27 28 22 23 34 20 30 30 21 26 23 32 22 24 24 39 23 25 25 26 23 37 2233 30 101 61
internal_value=0 1.30729e-08 -1.23881e-09 1.04842e-08 -3.79269e-09 -4.66728e-07 -8.40046e-07 -1.23197e-06 -3.48009e-07 -9.7217e-07 -2.26453e-06 1.8335e-07 -1.36096e-06 -9.19478e-07 3.98269e-08 5.52565e-08 1.47317e-06 2.68351e-08 4.90551e-08 2.09243e-08 -1.34802e-06 5.37578e-08 1.75531e-08 4.82473e-08 1.7302e-06 1.5798e-08 4.14864e-08 -1.16689e-06 7.52906e-08 3.07582e-08
internal_weight=0 3098 3078 3056 3031 261 234 212 184 161 76 85 55 56 2770 2748 54 2694 2671 2647 62 2585 2560 2536 48 2488 2462 67 2395 2294
internal_count=3121 3098 3078 3056 3031 261 234 212 184 161 76 85 55 56 2770 2748 54 2694 2671 2647 62 2585 2560 2536 48 2488 2462 67 2395 2294
is_linear=0
shrinkage=0.1


Tree=7085
num_leaves=31
num_cat=0
split_feature=132 394 1203 390 16 0 402 1210 9 2 1212 52 1213 15 1212 1373 150 1375 402 12 1373 0 2 159 4 403 16 42 3 0
split_gain=5.96286e-09 3.06134e-08 1.64035e-08 6.14284e-09 1.51934e-08 5.90583e-09 6.79619e-08 4.95849e-08 2.11592e-08 1.92161e-08 1.57529e-08 6.89467e-08 3.8538e-08 1.1366e-07 5.0005e-08 1.67949e-08 6.43334e-08 3.57001e-08 1.57831e-08 2.53534e-08 1.52474e-08 1.46857e-08 6.58815e-08 7.84347e-08 4.1049e-08 5.72664e-08 3.63366e-08 3.36591e-08 4.66539e-08 2.79092e-08
threshold=-0.083174999999999985 0.10969000000000002 0.088820000000000024 0.087590000000000015 -0.086699999999999985 -0.083804999999999977 0.12389500000000002 -0.41266499999999995 0.088235000000000022 -0.0050599999999999994 -0.092474999999999988 0.086275000000000004 -0.088064999999999991 0.08517000000000001 -0.064959999999999976 1.0000000180025095e-35 0.090480000000000019 -0.42089999999999994 -0.0088649999999999979 0.089085000000000011 0.086185000000000025 -0.080689999999999984 0.092875000000000013 -0.038439999999999995 -0.07533999999999999 0.064330000000000012 -0.014754999999999999 -0.092459999999999987 -0.087614999999999985 -0.079984999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 8 -7 9 -2 11 -11 13 -12 -14 17 -17 -16 19 -19 21 22 23 -9 25 27 -26 -25 -29 -23
right_child=1 -3 -4 4 -6 7 -8 20 -10 10 12 -13 14 -15 15 16 -18 18 -20 -21 -22 29 -24 24 26 -27 -28 28 -30 -31
leaf_value=-1.7292726685745736e-07 2.4049256952096701e-06 3.6720562770429044e-06 -2.7621253756089053e-06 3.1030943129432369e-06 -7.480985152596986e-07 4.9542471910648426e-06 -5.6720364847768163e-06 -5.7331560174134211e-06 -3.0750773515572529e-06 6.0995031805077817e-06 9.5869755392824683e-07 -1.9285844585866747e-06 4.4924068324310921e-06 -8.7105612715276963e-06 -4.3981202679788112e-06 -1.5615135112057034e-06 4.7372424506325081e-06 -3.4166508836668594e-06 -4.4117884749249016e-08 9.7844650294324058e-07 -2.5524768571730504e-06 -1.9986001382716021e-06 5.5610975489519032e-06 3.555007604870386e-06 5.3787697644717508e-06 -4.4521468313317975e-06 9.0535294174040486e-07 -3.8763875045333413e-06 1.4703772320261008e-06 7.3704049354968653e-08
leaf_weight=194 32 23 28 21 20 21 22 20 23 20 31 23 24 20 20 34 31 35 1018 21 22 69 26 31 30 26 46 25 47 1118
leaf_count=194 32 23 28 21 20 21 22 20 23 20 31 23 24 20 20 34 31 35 1018 21 22 69 26 31 30 26 46 25 47 1118
internal_value=0 3.82487e-08 -4.99493e-07 9.18835e-09 1.22446e-06 -8.38706e-09 -1.59337e-07 1.29618e-07 -6.82861e-08 -1.54548e-08 -7.61065e-08 1.80541e-06 -1.4167e-07 -2.83317e-06 -2.56374e-08 -1.19195e-07 1.44251e-06 -2.11983e-07 -1.34029e-07 -1.76849e-06 6.02229e-08 1.00195e-07 7.95148e-07 2.44416e-07 8.27594e-07 -2.58547e-07 2.67118e-06 8.00032e-07 -3.86138e-07 -4.67585e-08
internal_weight=0 2899 222 2876 41 2835 1354 1481 1332 1309 1277 43 1234 51 1183 1159 65 1094 1074 56 1460 1438 251 225 205 129 76 103 72 1187
internal_count=3121 2899 222 2876 41 2835 1354 1481 1332 1309 1277 43 1234 51 1183 1159 65 1094 1074 56 1460 1438 251 225 205 129 76 103 72 1187
is_linear=0
shrinkage=0.1


Tree=7086
num_leaves=31
num_cat=0
split_feature=156 472 1212 402 1213 42 4 1213 1213 0 0 3 1213 1212 13 1209 401 13 401 390 1204 1186 13 132 50 394 15 403 0 16
split_gain=5.87539e-09 8.38363e-09 5.49551e-09 7.93844e-08 6.27919e-08 1.35826e-07 5.42321e-08 9.38285e-09 8.58589e-09 4.41734e-08 5.73974e-08 3.13625e-08 2.21169e-08 1.72295e-08 2.05785e-08 1.10915e-08 7.22658e-09 3.79159e-08 1.13023e-08 8.0713e-09 7.88902e-09 1.17246e-08 4.19188e-08 1.99659e-08 2.13812e-07 1.40214e-07 1.0806e-08 1.04736e-08 4.37006e-08 6.32473e-08
threshold=0.3248100000000001 -0.097514999999999977 -0.089544999999999986 0.23460000000000003 -0.090764999999999985 0.086730000000000015 -0.081224999999999978 -0.40957499999999997 -0.087049999999999975 -0.086834999999999982 -0.084384999999999988 -0.082284999999999983 -0.085714999999999986 -0.063924999999999996 -0.064619999999999983 -0.084519999999999984 0.09530000000000001 -0.0095349999999999983 0.088555000000000009 0.088375000000000023 0.053645000000000005 0.057025000000000006 -0.0087749999999999981 -0.083284999999999984 0.10022000000000002 0.09759000000000001 0.084905000000000022 0.022375000000000003 -0.088544999999999985 -0.08231999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 8 6 -6 -3 -8 9 -4 -11 -12 -10 14 -14 -15 18 -18 19 20 21 23 -23 24 26 27 -17 -25 -29 -30
right_child=-2 2 3 -5 5 -7 7 -9 12 10 11 -13 13 15 -16 16 17 -19 -20 -21 -22 22 -24 25 -26 -27 -28 28 29 -31
leaf_value=2.052600401611926e-06 -1.5923796176455495e-06 -5.3920993060446999e-06 -2.1859283570587908e-06 -5.641419839776063e-06 -9.5961315467820081e-07 9.8302997434984723e-06 -5.232366840161939e-07 1.8661438448193452e-06 -3.3320674128844987e-06 5.9629739168415731e-06 2.1636021488237206e-06 -2.3736506145723982e-06 4.3315401876498074e-06 -2.3174280223819164e-06 1.6197323647843563e-07 1.4736451703356579e-07 -3.8843017337057975e-06 1.8795117550699354e-06 1.8503331485782949e-06 1.647097370739081e-06 1.8998433482747281e-06 -4.4304021870360611e-06 4.948938227296769e-07 3.7944720164858158e-08 1.073385688982853e-05 -8.4177691783793309e-06 -1.9718119125045063e-06 1.5026634522401703e-06 -6.8218723447938362e-06 -2.9824460551167035e-07
leaf_weight=20 23 21 35 25 28 20 42 27 20 26 39 25 20 21 29 97 25 21 33 29 21 27 48 2219 20 20 32 43 23 42
leaf_count=20 23 21 35 25 28 20 42 27 20 26 39 25 20 21 29 97 25 21 33 29 21 27 48 2219 20 20 32 43 23 42
internal_value=0 1.18274e-08 -1.43296e-09 -3.03821e-08 6.15309e-07 3.53618e-06 -9.4249e-07 4.11738e-07 1.774e-08 8.28552e-07 2.00085e-06 3.91238e-07 -1.85867e-08 5.33735e-09 1.86384e-06 -2.81307e-08 -1.0325e-08 -1.253e-06 1.12133e-08 -1.19423e-08 -3.05041e-08 -4.62712e-08 -1.27821e-06 -9.25374e-09 1.11325e-06 -8.05159e-08 -3.78323e-07 -8.85925e-09 -9.70507e-07 -2.60661e-06
internal_weight=0 3098 3078 2940 138 48 90 69 2915 125 90 64 2790 2770 49 2721 2700 46 2654 2621 2592 2571 75 2496 149 2347 129 2327 108 65
internal_count=3121 3098 3078 2940 138 48 90 69 2915 125 90 64 2790 2770 49 2721 2700 46 2654 2621 2592 2571 75 2496 149 2347 129 2327 108 65
is_linear=0
shrinkage=0.1


Tree=7087
num_leaves=31
num_cat=0
split_feature=394 403 1429 474 156 1428 12 475 52 12 3 159 157 0 156 157 156 484 157 1371 156 3 402 49 0 133 43 3 4 42
split_gain=7.02888e-09 3.43959e-08 5.70822e-09 1.43404e-08 7.42807e-09 3.98913e-08 2.01138e-08 4.55846e-08 3.03678e-08 4.98978e-08 1.98765e-08 3.82501e-08 1.04932e-08 1.2897e-08 1.11357e-08 2.89493e-08 1.29621e-08 4.10057e-08 3.21049e-08 2.04204e-08 1.03365e-08 9.21808e-09 2.17401e-08 1.77855e-08 1.42987e-08 4.48827e-08 1.65811e-08 4.4002e-08 3.95057e-08 3.84515e-08
threshold=0.013605000000000001 -0.074254999999999988 0.12521000000000002 -0.45463999999999999 0.09747500000000002 -0.020064999999999996 0.092465000000000006 0.0071950000000000009 -0.53299999999999992 0.096395000000000022 -0.079594999999999985 0.087225000000000011 0.088145000000000015 -0.085939999999999989 0.091255000000000017 -0.080799999999999983 0.08759500000000002 0.085790000000000019 -0.083699999999999983 0.083235000000000017 0.086340000000000014 -0.096544999999999978 0.087880000000000014 -0.078869999999999982 0.10455500000000001 0.086910000000000015 0.084740000000000024 -0.080289999999999986 -0.068329999999999988 -0.054814999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 7 10 9 -8 -6 -12 14 -14 16 -16 19 18 -18 20 21 22 23 -7 26 -26 -23 29 -29 -28
right_child=1 -3 -4 4 6 12 8 -9 -10 -11 11 -13 13 -15 15 -17 17 -19 -20 -21 -22 24 -24 -25 25 -27 27 28 -30 -31
leaf_value=-2.6365966835415059e-06 3.7358137660703508e-06 -1.0146202077976341e-06 1.6625116495561087e-06 -4.5061942432766957e-06 -1.351393396160145e-06 -1.5293887301481847e-06 -5.4040616021211468e-06 5.6476288093454935e-06 2.0182932942212762e-06 6.6939214555590771e-07 4.9250205113987092e-06 -3.6756265949912226e-07 1.7797086771819384e-08 -3.271985575281633e-06 -1.0325310768166674e-06 4.3479210694385983e-06 3.7059169153508267e-06 -3.8441912095419996e-06 -1.6694311270839535e-06 2.4869723061425304e-06 -1.699043484551213e-06 6.1925953130353814e-08 -1.8380162210583827e-06 9.4758586511391387e-07 -5.39649388201724e-06 8.0599386689885122e-07 -6.5412448965286209e-07 3.9304981068458543e-06 -6.8778434823002501e-07 -6.5018561026195332e-06
leaf_weight=21 27 35 20 20 36 32 24 21 29 31 22 36 26 22 20 20 20 35 25 33 36 1914 37 308 20 28 22 21 157 23
leaf_count=21 27 35 20 20 36 32 24 21 29 31 22 36 26 22 20 20 20 35 25 33 36 1914 37 308 20 28 22 21 157 23
internal_value=0 1.05412e-06 -2.13678e-08 -3.24496e-08 -1.43293e-08 -5.60121e-08 5.76143e-07 1.43538e-06 -6.00188e-07 -1.98084e-06 4.94341e-07 1.63997e-06 -2.42137e-08 -1.49002e-06 1.36194e-09 1.65769e-06 -2.30768e-08 -1.27705e-06 7.19612e-07 1.50525e-08 -1.63461e-08 7.29841e-09 4.63951e-07 7.14459e-07 -7.14924e-08 -1.77838e-06 -3.31534e-08 -8.49216e-07 -1.42931e-07 -3.64297e-06
internal_weight=0 62 3059 3039 3018 2819 199 115 84 55 94 58 2799 48 2751 40 2711 80 45 2631 2598 2562 377 340 2185 48 2137 223 178 45
internal_count=3121 62 3059 3039 3018 2819 199 115 84 55 94 58 2799 48 2751 40 2711 80 45 2631 2598 2562 377 340 2185 48 2137 223 178 45
is_linear=0
shrinkage=0.1


Tree=7088
num_leaves=31
num_cat=0
split_feature=1429 156 394 132 130 1212 42 403 402 403 42 402 1212 1211 1211 1208 1209 1209 3 401 133 12 1210 1213 1176 481 2 481 481 403
split_gain=6.79778e-09 1.31562e-08 5.74517e-09 3.53728e-08 2.85202e-08 5.6469e-09 6.57638e-08 1.73283e-07 6.30341e-08 6.22352e-08 8.51434e-09 8.48977e-09 8.50642e-09 9.8878e-09 1.37871e-08 8.88145e-09 1.01068e-08 7.49727e-09 2.64251e-08 1.29766e-08 1.81448e-08 4.69802e-08 2.16237e-08 1.26838e-08 1.28167e-08 9.04123e-09 6.01253e-08 9.01035e-08 5.21221e-08 3.57153e-08
threshold=-0.23752499999999996 0.32523500000000005 0.013605000000000001 -0.083174999999999985 -0.11198999999999999 -0.089544999999999986 0.087505000000000013 0.041145000000000008 0.23460000000000003 0.41186000000000006 -0.010544999999999997 0.13174500000000003 0.13795000000000002 0.11671000000000002 0.10326000000000002 0.11531000000000001 -0.087714999999999987 -0.065739999999999979 -0.082154999999999992 -0.06959499999999999 0.51114000000000004 0.093765000000000015 0.0028200000000000005 0.12955000000000003 0.086510000000000017 -0.087424999999999989 0.086330000000000004 -0.14540999999999996 -0.16223499999999996 -0.54631999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 7 -2 11 -8 -9 12 13 14 15 16 -7 18 -18 -19 22 -22 23 24 25 26 27 -21 -28 -27
right_child=1 -3 3 4 -6 8 9 10 -10 -11 -12 -13 -14 -15 -16 -17 17 19 -20 20 21 -23 -24 -25 -26 29 28 -29 -30 -31
leaf_value=-1.7516093283699197e-06 1.0566575250550158e-05 2.5689198093914455e-06 -2.3887935640232174e-06 8.4267533869327368e-08 5.360738397044429e-06 1.975732906430494e-06 -6.3974747442330239e-06 -1.524793039818308e-06 -5.0530716525827307e-06 3.8009748126098333e-07 9.6404158166815585e-07 2.0432654878277391e-06 1.980859921483595e-06 -1.7342691883888674e-06 2.0785707302791471e-06 -1.9990160067011502e-06 -3.9875784977994043e-06 1.8361645343985231e-06 1.0913927889348651e-06 6.1110250106304935e-07 1.2638227804018245e-06 -5.5903871202644951e-06 2.5663330973202394e-06 -2.5578477675480829e-06 2.4305957876571313e-06 3.908456607820446e-06 -1.7164851850719304e-06 -8.662942779551487e-06 4.8187049658380326e-06 -5.1019840078034821e-08
leaf_weight=22 20 20 21 21 20 25 20 28 25 42 27 20 21 34 31 23 20 37 21 22 20 20 32 20 21 23 26 20 23 2396
leaf_count=22 20 20 21 21 20 25 20 28 25 42 27 20 21 34 31 23 20 37 21 22 20 20 32 20 21 23 26 20 23 2396
internal_value=0 1.24307e-08 -4.17523e-09 9.48705e-07 2.65816e-06 -2.37571e-08 6.03511e-07 2.59555e-06 -5.35959e-08 -1.80622e-06 -3.03001e-07 -9.81768e-09 -2.43015e-08 -3.92654e-08 -1.85351e-08 -4.21838e-08 -2.56735e-08 -4.41982e-08 -1.38615e-06 -2.35139e-08 -4.97465e-08 -2.16328e-06 -1.70166e-08 -4.94224e-08 -2.96008e-08 -5.01841e-08 -1.02871e-06 -3.80511e-06 1.35105e-06 -1.33729e-08
internal_weight=0 3099 3079 62 41 3017 137 75 2880 62 55 2855 2835 2814 2780 2749 2726 2701 41 2660 2623 40 2583 2551 2531 2510 91 42 49 2419
internal_count=3121 3099 3079 62 41 3017 137 75 2880 62 55 2855 2835 2814 2780 2749 2726 2701 41 2660 2623 40 2583 2551 2531 2510 91 42 49 2419
is_linear=0
shrinkage=0.1


Tree=7089
num_leaves=31
num_cat=0
split_feature=156 472 1211 403 401 402 1210 401 401 403 403 1210 1210 1186 13 132 50 1185 12 15 0 12 2 13 133 13 0 1186 1204 1213
split_gain=6.50765e-09 7.77804e-09 6.08346e-09 1.51944e-08 1.05251e-08 1.73794e-08 1.37619e-08 8.37071e-09 8.19662e-09 1.11722e-08 4.51716e-08 2.73608e-08 5.78942e-08 2.09321e-08 4.86721e-08 1.86846e-08 1.99952e-07 1.50622e-07 1.74237e-08 1.23828e-08 2.30111e-08 3.27738e-08 2.57457e-08 3.09398e-08 2.36573e-08 2.21029e-08 1.76106e-08 1.1812e-08 1.15042e-08 1.29563e-08
threshold=0.3248100000000001 -0.097514999999999977 0.11716500000000001 0.022375000000000003 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.13729500000000003 -0.099524999999999988 0.0033700000000000002 0.041145000000000008 -0.12043 -0.40154499999999999 0.057025000000000006 -0.0087749999999999981 -0.083284999999999984 0.097510000000000013 -1.0000000180025095e-35 0.10711000000000002 -0.092489999999999989 -0.087794999999999998 0.086915000000000006 0.085855000000000015 -0.0082249999999999979 -0.054584999999999995 -0.016469999999999995 -0.10096999999999999 -0.086839999999999987 -0.077669999999999989 -0.090764999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 7 8 -7 11 -11 12 -10 15 -15 16 27 -17 19 26 21 -21 23 -22 25 -24 -12 -13 -19 -30
right_child=-2 2 3 -5 5 6 -8 -9 9 10 18 13 -14 14 -16 17 -18 28 -20 20 22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.9781267496910007e-06 -1.6758758447296083e-06 -1.984484598088548e-06 2.433407962953993e-06 -1.0283417417494569e-06 2.3167537090529325e-06 -1.6418080866559093e-06 -2.6405414155306064e-06 1.7778657086007745e-06 7.5174213302139276e-07 5.145782879480976e-06 3.98064612090079e-07 -2.5202322581208139e-06 -6.2183736562556902e-06 -5.5847266124105362e-06 6.5283187221462747e-07 -8.7048327327465823e-06 1.0408800180101708e-05 1.6315580323016335e-06 -2.2886280717102637e-06 7.2155842375185223e-07 3.2821073263393545e-07 5.3343199160356869e-06 7.6912654722754696e-07 -4.3423555325716737e-06 -1.1631085638343613e-06 4.5976698593221962e-06 -3.041882291137716e-06 1.001373820185759e-07 -1.8504970848940311e-06 1.192000901468565e-08
leaf_weight=20 23 27 32 21 32 31 20 26 26 20 46 20 22 22 29 20 20 43 25 43 37 24 38 23 29 25 22 123 38 2194
leaf_count=20 23 27 32 21 32 31 20 26 26 20 46 20 22 22 29 20 20 43 25 43 37 24 38 23 29 25 22 123 38 2194
internal_value=0 1.24431e-08 -3.2937e-10 1.06177e-06 -1.89381e-08 -1.23636e-09 -2.6245e-08 -8.49691e-09 -2.44029e-08 -7.04754e-09 5.387e-07 -7.79071e-08 -2.44289e-06 -3.26623e-08 -2.03788e-06 8.94313e-09 1.04349e-06 -6.45342e-08 2.43374e-07 4.63931e-07 8.29948e-07 2.37389e-06 1.49395e-07 -1.46217e-06 1.20042e-06 2.28839e-06 -7.14859e-07 -2.66348e-07 1.14244e-08 -1.97878e-08
internal_weight=0 3098 3078 53 3025 2998 2966 2946 2920 2889 332 2557 48 2509 51 2458 163 2295 312 287 219 67 152 60 92 63 68 143 2275 2232
internal_count=3121 3098 3078 53 3025 2998 2966 2946 2920 2889 332 2557 48 2509 51 2458 163 2295 312 287 219 67 152 60 92 63 68 143 2275 2232
is_linear=0
shrinkage=0.1


Tree=7090
num_leaves=31
num_cat=0
split_feature=128 12 128 1185 393 132 0 1213 1184 1185 43 15 15 132 1444 131 481 13 4 43 0 42 1 52 4 1212 1212 15 42 3
split_gain=6.88753e-09 1.27684e-08 9.84727e-09 2.32846e-08 6.84277e-09 5.61666e-08 1.7799e-07 1.42368e-07 6.84133e-09 6.68491e-09 1.05831e-08 7.00734e-09 4.11747e-08 2.1618e-08 2.32236e-08 1.79006e-08 7.88809e-08 2.75804e-08 4.84492e-08 5.89431e-08 2.93564e-08 2.60617e-08 2.65809e-08 2.51199e-08 1.82103e-08 1.55524e-08 1.62449e-08 1.08121e-08 3.27772e-08 3.35502e-08
threshold=0.11596500000000001 0.11418000000000002 0.10773500000000001 0.093750000000000014 0.092975000000000016 -0.083284999999999984 -0.082184999999999994 0.08593000000000002 0.083155000000000021 0.085905000000000009 -0.013024999999999998 0.095175000000000023 0.096055000000000015 0.090440000000000006 -0.052264999999999992 0.08956500000000002 -0.074219999999999994 -0.069964999999999986 -0.07168999999999999 -0.036954999999999995 -0.068604999999999985 0.11747 0.082005000000000008 0.10263500000000002 -0.072334999999999997 0.12799000000000002 0.11579500000000002 0.090750000000000011 0.11457500000000002 -0.087429999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 8 7 -7 -6 9 11 -11 25 -13 14 -14 16 -16 18 -18 -20 21 22 -19 24 -22 26 27 -1 29 -29
right_child=1 -3 -4 -5 5 6 -8 -9 -10 10 -12 12 13 -15 15 -17 17 20 19 -21 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.2728076318927679e-08 8.8308343706825436e-08 -3.0478679740380836e-06 1.9212248979009156e-06 -3.3978201815898502e-06 9.7271622962580302e-06 -8.7870740230755473e-06 3.2385991318051312e-06 -1.5923267492325979e-06 -1.8450522827606619e-06 -1.8473685930058101e-07 2.7953495253479392e-06 4.8118733826640898e-06 3.6564521019499807e-06 -2.8170320386716021e-06 5.4377735068555923e-06 -1.9885187345737772e-06 -4.2666860570019904e-06 3.3854938908461915e-06 -2.1840790554272124e-06 4.6958274697317395e-06 -8.1578758069484213e-07 5.0927052603294056e-06 -1.7701755871257777e-06 -2.4914434911929802e-06 3.0933538079642112e-06 -2.5504098339297344e-06 2.661594889342599e-06 -3.0999087869076903e-06 -4.3053427172405158e-06 1.2231028059541759e-06
leaf_weight=2335 34 21 27 20 20 20 32 25 20 26 22 20 20 23 28 35 38 20 33 20 26 22 20 37 22 25 22 26 24 58
leaf_count=2335 34 21 27 20 20 20 32 25 20 26 22 20 20 23 28 35 38 20 33 20 26 22 20 37 22 25 22 26 24 58
internal_value=0 -1.10914e-06 1.9904e-08 3.01174e-09 2.55413e-08 8.51843e-07 -1.38666e-06 3.43856e-06 -1.88901e-09 1.08137e-08 1.18114e-06 -8.86937e-09 4.00956e-07 1.44507e-07 3.56705e-07 1.37452e-07 4.17185e-07 -1.73472e-07 -1.54167e-06 4.12112e-07 6.73509e-07 2.32816e-06 8.07659e-07 -5.33413e-07 9.75902e-07 -6.87796e-08 -4.36109e-08 -6.79721e-08 -1.04617e-06 -1.14972e-07
internal_weight=0 55 3066 3039 3019 97 52 45 2922 2902 48 2854 364 344 321 301 266 238 91 53 147 62 40 85 48 2490 2465 2443 108 84
internal_count=3121 55 3066 3039 3019 97 52 45 2922 2902 48 2854 364 344 321 301 266 238 91 53 147 62 40 85 48 2490 2465 2443 108 84
is_linear=0
shrinkage=0.1


Tree=7091
num_leaves=31
num_cat=0
split_feature=132 393 50 132 15 3 4 16 1208 1208 1208 4 4 13 4 2 0 13 4 2 4 43 159 51 156 13 52 52 157 2
split_gain=8.23522e-09 3.29497e-08 2.15127e-08 1.48634e-08 6.90471e-09 1.02675e-08 1.50154e-08 8.05699e-09 6.86432e-09 1.333e-08 7.4933e-09 6.19902e-09 4.90777e-08 6.05697e-08 3.18555e-08 5.19489e-08 6.05552e-08 5.18461e-08 3.8075e-08 4.12346e-08 2.31233e-08 5.2181e-08 2.0631e-08 2.24083e-08 4.81884e-08 2.51894e-08 3.9371e-08 3.77902e-08 4.02143e-08 5.78132e-08
threshold=-0.083449999999999983 0.12679500000000002 0.09227500000000001 -0.085534999999999986 0.084510000000000016 -0.06977499999999999 0.066685000000000008 -0.082039999999999988 0.11846000000000001 0.106285 0.094315000000000024 -0.086849999999999997 -0.08835999999999998 -0.0069799999999999992 -0.083644999999999983 0.083585000000000007 -0.086234999999999992 -0.0044799999999999987 -0.082594999999999988 0.084305000000000005 -0.095774999999999985 -0.097804999999999989 0.10545500000000001 -0.13782999999999998 0.095075000000000007 0.10002500000000002 0.11434500000000002 0.089325000000000015 -0.04831499999999999 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 -1 -7 -6 9 10 11 12 20 -14 15 -13 -17 -18 19 -16 22 -22 23 24 -2 26 27 28 -25 -30
right_child=1 -3 -4 -5 7 6 -8 -9 -10 -11 -12 14 13 -15 18 16 17 -19 -20 -21 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-1.1565695616408741e-06 5.9204911043376682e-06 3.8996442268316144e-06 -3.2361117830616961e-06 -2.1827915375638442e-06 2.5809961305805535e-06 2.6503841324839693e-06 -9.2520722650609372e-07 4.3174299886929694e-08 1.699012418991212e-06 -2.2532183077845942e-06 1.7808984054568102e-06 -5.7004246573342244e-06 -2.9509196792787411e-07 7.3943553172198121e-06 6.1400867469360712e-06 3.1424942396067008e-06 -4.6080387281294983e-06 1.0924971991033563e-06 -3.0719733272500363e-08 -2.0442099184947441e-07 -5.7432963536657987e-06 1.2256853215769133e-06 -1.9125073258225877e-06 -2.6847190331234464e-06 -7.7657219917238683e-07 1.8725538698812932e-06 2.292774508818029e-06 -4.650149724246452e-06 -3.4197748330090966e-06 1.9840451589417686e-06
leaf_weight=59 22 22 27 32 22 23 24 29 24 26 24 25 20 21 21 30 39 27 2179 20 21 22 39 52 21 70 47 24 26 83
leaf_count=59 22 22 27 32 22 23 24 29 24 26 24 25 20 21 21 30 39 27 2179 20 21 22 39 52 21 70 47 24 26 83
internal_value=0 4.42932e-08 -5.95714e-07 -2.18514e-07 1.81849e-07 -2.78149e-07 8.2455e-07 1.13792e-06 1.48733e-08 7.35706e-10 2.14215e-08 6.38857e-09 3.38637e-07 3.64341e-06 -6.00328e-08 -1.6401e-06 -5.82721e-07 -2.276e-06 2.60879e-08 3.0452e-06 2.13177e-08 -2.17777e-06 2.6757e-07 5.14013e-07 2.64983e-06 2.09907e-07 -2.91754e-07 -9.48364e-07 -3.96545e-07 6.95061e-07
internal_weight=0 2905 216 189 157 106 47 51 2883 2859 2833 2809 468 41 2341 121 96 66 2220 41 427 43 384 345 43 302 232 185 161 109
internal_count=3121 2905 216 189 157 106 47 51 2883 2859 2833 2809 468 41 2341 121 96 66 2220 41 427 43 384 345 43 302 232 185 161 109
is_linear=0
shrinkage=0.1


Tree=7092
num_leaves=31
num_cat=0
split_feature=132 1185 50 393 2 2 16 457 2 1373 457 150 16 472 2 16 42 42 131 51 43 13 483 42 42 3 15 1 13 4
split_gain=6.78475e-09 3.62335e-08 1.57019e-08 1.36032e-08 6.29996e-09 4.07581e-08 2.41997e-08 1.71404e-08 2.09864e-08 1.63785e-08 2.72372e-08 3.2957e-08 1.9286e-08 1.59378e-08 2.49961e-08 6.03692e-08 1.84055e-08 2.49788e-08 2.59669e-08 2.05442e-08 3.36393e-08 2.75165e-08 1.8116e-08 3.81341e-08 5.09113e-08 4.71831e-08 4.44898e-08 3.00029e-08 2.18507e-08 1.79868e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.09227500000000001 0.10483000000000002 0.10584500000000001 0.10644500000000001 -0.54656499999999986 -0.098834999999999992 0.10497000000000002 1.0000000180025095e-35 0.11251000000000001 0.11235000000000002 -0.5224049999999999 -0.080779999999999977 0.10981000000000002 -1.0000000180025095e-35 -0.23037499999999997 -0.067534999999999998 0.10156500000000002 -0.066639999999999991 -1.0000000180025095e-35 -0.42195999999999995 0.098395000000000024 0.10306000000000001 0.089015000000000025 -0.068334999999999993 0.11728000000000001 0.11453000000000001 -0.13710499999999998 -0.011209999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 -6 -7 -3 -9 10 11 12 -8 -14 15 -15 -16 -18 19 20 -19 -21 23 24 25 -23 -25 -27 -29 -22
right_child=1 4 -4 -5 5 6 9 8 -10 -11 -12 -13 13 14 16 -17 17 18 -20 21 29 22 -24 26 -26 27 -28 28 -30 -31
leaf_value=1.3351546894157939e-07 4.1795272714750812e-06 -2.0119672773202375e-06 -2.6203520809347891e-06 -2.3686301583438767e-06 -4.5914392893835267e-06 3.1443808795343517e-06 -2.6544925095977842e-06 9.600738045302985e-08 2.954385754842056e-06 2.5883507706225832e-06 -3.6221871691092623e-06 3.2956213378663686e-06 2.002404874423108e-06 1.8487521362223324e-06 2.893163682529121e-06 -4.6108708180561752e-06 -2.4389513119634406e-06 -8.7145907353400093e-07 3.2363508789027643e-06 -3.3583441979345711e-06 5.151492928776168e-06 -4.2415923029761034e-06 2.4996892410523621e-06 -4.6055831815294831e-06 3.7631313028084284e-06 2.9519947332801169e-06 3.1454548113341683e-07 -3.3992073007365911e-06 1.1104723212569793e-06 1.2493293188190028e-06
leaf_weight=166 21 38 31 25 21 22 34 2128 26 20 24 26 31 23 20 39 45 44 24 32 21 27 22 40 35 32 34 21 22 27
leaf_count=166 21 38 31 25 21 22 34 2128 26 20 24 26 31 23 20 39 45 44 24 32 21 27 22 40 35 32 34 21 22 27
internal_value=0 4.07988e-08 -5.32807e-07 -1.93991e-07 1.05996e-08 -2.53874e-07 -1.16898e-07 9.33681e-08 1.3051e-07 -2.28481e-07 -3.18909e-07 -1.86557e-07 -3.44562e-07 -1.98852e-07 -3.33181e-07 -2.21456e-06 -7.1644e-08 -2.10837e-07 5.23263e-08 -1.61726e-07 1.12575e-06 -6.08699e-07 -2.31065e-07 -5.15788e-07 4.72244e-07 -6.56982e-07 -2.34498e-06 6.33478e-07 -1.09193e-06 2.95653e-06
internal_weight=0 2899 222 191 2878 686 665 2192 2154 643 623 599 573 539 508 62 446 426 381 357 92 265 233 211 137 102 74 75 43 48
internal_count=3121 2899 222 191 2878 686 665 2192 2154 643 623 599 573 539 508 62 446 426 381 357 92 265 233 211 137 102 74 75 43 48
is_linear=0
shrinkage=0.1


Tree=7093
num_leaves=31
num_cat=0
split_feature=156 475 1 13 1429 475 154 45 11 33 9 9 16 16 1209 42 16 16 43 483 15 1456 1446 47 47 0 2 1455 2 4
split_gain=7.16948e-09 7.73571e-09 5.17889e-08 2.88549e-08 9.18482e-09 8.26366e-09 7.42215e-09 8.36056e-09 3.64114e-08 1.005e-08 1.01597e-08 1.29433e-08 7.50351e-09 7.22483e-08 3.65079e-08 1.18561e-07 2.48035e-08 3.71747e-08 2.33038e-08 2.01178e-08 6.26494e-08 1.61302e-08 1.73942e-08 1.71318e-08 5.12011e-08 4.56198e-08 1.57011e-08 3.90965e-08 4.52157e-08 4.87591e-08
threshold=0.3248100000000001 0.051590000000000004 0.10205500000000002 -0.06977499999999999 0.12387000000000002 -0.47599999999999992 0.085530000000000009 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 0.097950000000000023 -0.092484999999999984 -0.094359999999999986 -0.087714999999999987 0.087405000000000024 -0.095964999999999981 -0.097644999999999996 -0.24021999999999996 0.098395000000000024 -0.56020999999999987 0.11510000000000002 0.111445 0.092710000000000015 0.089360000000000009 -0.093584999999999988 0.11263500000000001 0.10994000000000001 0.10644500000000001 -0.0065699999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 7 8 -7 -10 12 -12 13 16 15 -14 17 18 -11 20 -20 22 23 24 26 -25 27 28 -16 -30
right_child=-2 2 -4 -5 -6 6 -8 -9 9 10 11 -13 14 -15 21 -17 -18 -19 19 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=2.0278281215269093e-06 -1.7590344698518217e-06 1.777338917236193e-06 4.7574683685525088e-06 -2.8226869502153327e-06 -2.0967271206288952e-06 3.7452686077935705e-06 -1.9316108856060053e-06 -1.535070472787733e-06 -1.9340289420007913e-06 2.8113494507848642e-06 3.2914717719125166e-06 2.256449513993175e-07 -3.222843636194739e-06 -4.607101898211506e-06 9.2201611393587053e-08 6.7170212408503476e-06 2.4856631461665933e-06 -4.0731289080516346e-06 -5.4380724463953813e-06 2.3732785749810494e-06 -1.0673611812601218e-07 2.104330380663871e-06 -2.2739212611481087e-06 -5.4349273102616277e-06 5.1297657182658438e-06 -3.5638533047716138e-07 -6.966274075957993e-07 -4.1246534865855392e-06 1.0543536185305758e-06 6.6779986907152172e-06
leaf_weight=20 23 25 25 30 21 26 20 35 27 27 21 40 20 37 1442 30 36 24 23 29 529 36 34 20 20 153 248 21 58 21
leaf_count=20 23 25 25 30 21 26 20 35 27 27 21 40 20 37 1442 30 36 24 23 29 529 36 34 20 20 153 248 21 58 21
internal_value=0 1.30564e-08 9.8362e-07 -7.31766e-07 -1.2671e-08 1.93202e-09 -1.16783e-08 1.30738e-09 1.97103e-08 -1.37374e-08 4.33433e-09 1.28109e-06 -2.34015e-08 -3.05733e-07 7.12459e-08 2.74108e-06 -6.74832e-08 -2.12916e-07 -6.05387e-08 -1.94e-07 -3.28875e-07 6.22322e-09 -3.12244e-08 7.22829e-09 9.8099e-08 -9.435e-07 4.18793e-08 1.60653e-07 2.19819e-07 2.54925e-06
internal_weight=0 3098 80 55 3018 2997 2977 2957 2922 2896 2869 61 2808 705 2103 50 668 632 608 581 552 2053 2017 1983 1810 173 1790 1542 1521 79
internal_count=3121 3098 80 55 3018 2997 2977 2957 2922 2896 2869 61 2808 705 2103 50 668 632 608 581 552 2053 2017 1983 1810 173 1790 1542 1521 79
is_linear=0
shrinkage=0.1


Tree=7094
num_leaves=31
num_cat=0
split_feature=1420 157 50 481 471 483 158 1419 43 156 475 474 475 474 52 1445 1446 2 160 403 1456 484 0 3 157 4 157 1371 151 1
split_gain=5.9851e-09 1.46937e-08 6.95542e-09 5.93167e-09 7.83377e-09 7.03157e-09 1.07196e-08 7.05484e-09 2.5405e-08 8.92951e-09 8.77243e-09 8.14878e-09 3.42493e-08 2.04529e-08 5.08505e-08 1.07506e-08 1.22713e-08 5.44392e-08 6.19567e-08 6.66083e-08 3.58048e-08 4.20841e-08 2.78902e-08 2.10565e-08 1.75856e-08 5.00708e-08 2.98878e-08 2.43527e-08 1.94005e-08 1.48403e-08
threshold=0.056520000000000008 0.63397500000000007 0.14794500000000002 0.11290000000000001 0.10338500000000002 -0.47356499999999996 0.13634500000000002 0.08956500000000002 -0.064334999999999989 -0.092099999999999987 0.058495000000000012 0.091180000000000011 -0.048844999999999993 0.088710000000000011 -0.023194999999999997 0.077530000000000016 0.083715000000000026 0.083715000000000026 -0.019279999999999995 -0.085284999999999986 0.090155000000000013 -0.11589499999999998 -0.084044999999999995 -0.085854999999999987 -0.087424999999999989 -0.0094449999999999968 -0.086394999999999986 0.083235000000000017 -0.5413699999999998 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 9 -9 -7 11 13 -13 15 -15 16 20 22 19 -19 24 -22 -18 -21 25 29 -26 28 -28 -11
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 10 -12 12 -14 14 -16 -17 17 18 -20 23 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-1.7771498670720637e-06 -1.6071791803725597e-06 2.7136822272666451e-06 -1.864412065515353e-06 1.2481374650637858e-06 -1.9816319741039483e-06 -1.7048428045170789e-06 2.3245649555292404e-06 3.7335083756521014e-06 -1.2464640406051331e-06 2.1539653430254065e-06 1.3867393605930072e-06 -6.0786856737621815e-08 -4.6056172595854154e-06 5.0214072893175827e-06 -1.6855365242918197e-06 -2.3311075904075552e-06 6.4037102344049019e-06 -6.378293983289041e-06 3.5713092315478102e-06 2.7440496594977049e-06 1.3352069756711856e-07 -6.2760088849245231e-06 1.2440162277016499e-06 -9.5338036466436381e-07 3.4042312388639681e-06 -5.5224350792183369e-06 2.9912352725990457e-06 -2.5501636824825453e-06 7.3586389395174733e-09 -1.4417362441084455e-06
leaf_weight=22 23 20 20 38 20 31 20 21 20 22 45 97 20 26 20 20 22 21 34 20 21 20 20 67 26 22 22 37 2280 24
leaf_count=22 23 20 20 38 20 31 20 21 20 22 45 97 20 26 20 20 22 21 34 20 21 20 20 67 26 22 22 37 2280 24
internal_value=0 1.19367e-08 -5.61849e-09 6.53844e-09 -9.08433e-09 4.06599e-09 1.72247e-08 1.62406e-09 1.30425e-06 -1.66851e-08 1.44826e-09 -2.0494e-08 -8.37681e-07 1.46054e-08 2.10534e-06 -2.13072e-08 -3.92725e-09 7.8395e-07 -1.51515e-07 -1.32352e-06 -6.25244e-08 -2.99308e-06 3.94671e-06 -1.03396e-07 -1.31398e-08 -1.59865e-06 3.24477e-08 -5.03257e-09 3.58753e-08 2.77947e-07
internal_weight=0 3098 3078 3058 3020 3000 2978 2958 41 2917 2886 2841 117 2724 46 2678 2658 184 142 108 2474 41 42 87 2433 68 2365 2339 2302 46
internal_count=3121 3098 3078 3058 3020 3000 2978 2958 41 2917 2886 2841 117 2724 46 2678 2658 184 142 108 2474 41 42 87 2433 68 2365 2339 2302 46
is_linear=0
shrinkage=0.1


Tree=7095
num_leaves=31
num_cat=0
split_feature=1429 1417 156 155 51 4 457 15 52 3 50 45 11 48 160 48 48 160 160 0 47 15 47 12 47 457 1375 131 151 4
split_gain=6.16601e-09 1.38899e-08 9.33158e-09 1.41929e-08 5.63906e-09 2.97717e-08 2.26327e-08 1.759e-08 9.29518e-09 8.374e-09 9.64419e-09 8.04854e-09 3.45085e-08 8.72752e-09 1.83366e-08 2.08197e-08 2.30194e-08 1.67958e-08 3.10408e-08 1.38533e-08 1.31602e-08 1.43388e-07 6.45363e-08 3.93449e-08 1.48914e-08 1.21966e-08 2.15296e-08 1.29124e-08 3.2313e-08 1.43044e-08
threshold=0.12521000000000002 -0.080324999999999994 0.3248100000000001 0.14039500000000002 0.123935 0.0061450000000000003 0.41022000000000008 -0.097454999999999986 -0.049749999999999996 -0.080634999999999984 0.13857500000000003 0.094030000000000016 -0.011194999999999998 0.086035000000000014 -0.14835999999999996 0.087810000000000013 0.088965000000000002 0.098320000000000005 0.088755000000000014 -0.09595999999999999 0.094160000000000008 -0.10469999999999999 0.087235000000000021 0.089005000000000015 0.078345000000000012 0.057025000000000006 0.060690000000000008 0.088495000000000004 -0.079914999999999986 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 8 11 -7 -6 -10 -11 12 -3 20 -15 19 -17 18 25 -16 22 -22 24 -23 -14 26 27 28 -18 -30
right_child=-2 2 -4 -5 5 7 -8 -9 9 10 -12 -13 13 14 15 16 17 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.5150427864611464e-06 1.7502186523188358e-06 3.879122355892437e-06 -2.1464115766889338e-06 2.551479777679333e-06 -1.2062904779952534e-06 -8.7550400903204544e-07 2.8632916602029063e-06 -5.0193226161354688e-06 -9.8285684771326484e-07 2.2096114339864324e-06 -4.4838165990768176e-07 -1.8568130816793595e-06 4.4195921883581141e-08 -2.9054980383794566e-06 -4.0638810265715047e-06 3.2225153247401028e-06 -3.3995581897229522e-06 2.1429837837721216e-06 -3.4674547653897516e-06 -5.8981643178412926e-07 6.8534748052684337e-06 -3.6683824108959841e-06 -4.3170331590612049e-06 5.7140043430501046e-07 2.407016318607526e-06 -2.2180271021928394e-06 2.7513791329576115e-06 1.3640958065880548e-06 6.6807975119276059e-07 -1.7848211860661152e-06
leaf_weight=22 20 23 20 22 32 21 28 20 20 43 20 23 2203 28 22 21 33 28 30 24 32 33 34 65 27 24 28 42 102 31
leaf_count=22 20 23 20 22 32 21 28 20 20 43 20 23 2203 28 22 21 33 28 30 24 32 33 34 65 27 24 28 42 102 31
internal_value=0 -1.1284e-08 6.60584e-09 2.06824e-08 2.34937e-09 -5.83236e-07 3.40576e-08 -2.89688e-06 2.41628e-07 7.99862e-07 1.3658e-06 6.29081e-09 2.14326e-08 -1.01765e-08 -4.34709e-07 -2.55016e-07 1.58701e-08 -1.95889e-07 -4.21712e-07 -2.25133e-06 6.30616e-08 1.0415e-06 6.87894e-09 -8.56282e-07 7.28041e-08 -7.02798e-08 1.48135e-07 -2.02302e-07 -5.98619e-07 9.6351e-08
internal_weight=0 3101 3079 3059 3037 156 2881 41 115 83 63 2853 2830 2807 413 385 339 318 290 46 2394 130 2264 98 2230 260 236 208 166 133
internal_count=3121 3101 3079 3059 3037 156 2881 41 115 83 63 2853 2830 2807 413 385 339 318 290 46 2394 130 2264 98 2230 260 236 208 166 133
is_linear=0
shrinkage=0.1


Tree=7096
num_leaves=31
num_cat=0
split_feature=160 12 42 1446 481 2 0 403 1446 403 403 403 0 0 0 3 13 480 0 1453 159 4 156 1456 475 52 1375 42 475 160
split_gain=5.53707e-09 3.84943e-08 3.80826e-08 9.32921e-09 7.96491e-09 9.07714e-08 6.20534e-08 1.6189e-08 1.11406e-08 9.50486e-09 2.60026e-08 1.3436e-08 6.37297e-09 4.60027e-08 4.3113e-08 7.22013e-08 3.33093e-08 2.76984e-08 2.94369e-08 1.71582e-08 3.16781e-08 1.72272e-08 1.65022e-08 2.11243e-08 1.85263e-08 5.06616e-08 3.54675e-08 8.05595e-08 1.68934e-08 1.46002e-08
threshold=-0.54913999999999985 0.089625000000000024 0.087550000000000017 0.11655500000000001 -0.087424999999999989 0.086330000000000004 -0.082484999999999989 -0.55327499999999985 0.10734500000000001 -0.54856499999999986 -0.53960999999999981 -0.53255499999999989 -0.079829999999999998 -0.080119999999999983 -0.078704999999999983 -0.077644999999999978 -0.0087749999999999981 0.095525000000000013 -0.080499999999999988 -0.077984999999999985 0.12283500000000001 0.057560000000000007 0.09747500000000002 0.091295000000000001 -0.086279999999999982 -0.026204999999999996 -0.15308499999999997 0.083715000000000026 -0.085024999999999989 -0.089744999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -7 -6 9 -9 -11 -12 13 17 15 16 -14 18 22 -16 -21 -22 23 24 25 -13 27 -26 -28 -30
right_child=3 -3 -4 -5 7 6 -8 8 -10 10 11 12 14 -15 19 -17 -18 -19 -20 20 21 -23 -24 -25 26 -27 28 -29 29 -31
leaf_value=2.454830737406155e-06 -4.5903732903322017e-06 4.4358484850753101e-06 -3.4535603693560312e-06 -1.7453807048138603e-06 2.298995016850137e-06 5.1096019319629711e-06 -2.2395115755102781e-06 -1.9587023016356395e-06 2.0234648810965492e-06 3.5927550891301506e-06 -2.5457307639867179e-06 1.4174159757559487e-06 -2.1092910931959827e-06 -4.8963610242935828e-06 2.851356331727099e-06 7.6705607220617363e-06 3.2162332319251664e-06 -3.4448077672758849e-06 3.0294685361255809e-06 7.853821080508853e-08 -7.0047446483624219e-07 -4.7510137947137123e-06 1.7072744946062814e-06 -2.8120204156078312e-06 -8.9514592218620245e-07 -5.0255680609832506e-06 -3.002833884693246e-06 7.1296344117399713e-06 7.2304227482074828e-07 -2.0422772009553463e-07
leaf_weight=20 38 21 24 31 31 27 20 25 27 20 21 23 24 20 21 20 23 24 31 985 21 21 50 29 29 26 20 22 197 1230
leaf_count=20 38 21 24 31 31 27 20 25 27 20 21 23 24 20 21 20 23 24 31 985 21 21 50 29 29 26 20 22 197 1230
internal_value=0 9.13292e-07 -7.67928e-07 -1.94327e-08 -1.74528e-09 -9.56061e-07 1.98232e-06 2.58455e-08 1.62146e-09 -1.73202e-08 -3.32221e-10 -2.56624e-08 -6.86929e-09 -1.28667e-07 1.78941e-07 2.63823e-06 4.96817e-07 -7.19427e-08 -2.30901e-08 2.1715e-08 -3.61452e-08 -2.72574e-06 -8.12877e-08 -1.38031e-07 -8.79049e-08 -2.00131e-06 -2.53169e-08 2.56652e-06 -1.16667e-07 -7.62164e-08
internal_weight=0 65 44 3056 3025 85 47 2940 2909 2882 2857 2837 2816 1701 1115 67 47 1681 1657 1048 1027 42 1626 1576 1547 49 1498 51 1447 1427
internal_count=3121 65 44 3056 3025 85 47 2940 2909 2882 2857 2837 2816 1701 1115 67 47 1681 1657 1048 1027 42 1626 1576 1547 49 1498 51 1447 1427
is_linear=0
shrinkage=0.1


Tree=7097
num_leaves=31
num_cat=0
split_feature=1203 12 401 401 15 1209 1210 1212 1212 402 1212 402 12 402 391 129 1182 1185 393 130 132 401 393 52 1210 1213 1455 43 483 4
split_gain=5.49333e-09 1.44578e-08 8.77452e-09 8.67283e-09 2.03006e-08 7.83846e-09 1.20006e-08 1.17767e-08 9.85084e-08 5.99717e-08 1.77963e-08 1.1668e-08 3.61731e-08 1.70449e-08 2.19294e-08 1.19717e-08 1.09724e-08 1.00179e-08 1.07326e-08 9.08646e-09 8.93635e-09 8.36455e-09 9.44519e-09 1.38632e-08 9.46335e-09 8.73519e-09 1.78242e-08 5.59198e-08 1.83938e-08 1.73605e-08
threshold=0.091650000000000009 0.090695000000000012 0.13837000000000002 0.11769000000000002 0.090615000000000015 -0.085894999999999985 -0.089089999999999989 -0.089544999999999986 -0.073259999999999978 0.120965 -0.009474999999999999 0.11174500000000002 0.090345000000000023 0.10708500000000001 -0.087114999999999984 -0.075474999999999987 0.084455000000000016 -0.093764999999999987 0.10856500000000001 0.13302000000000003 -0.43443999999999999 0.094270000000000007 0.088255000000000014 0.047850000000000011 -0.090009999999999993 -0.087049999999999975 -0.097209999999999977 -0.067899999999999974 0.13622000000000004 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 -1 9 -9 -7 -10 13 -13 14 -12 -16 17 -17 19 20 -19 22 24 -24 -22 29 27 -27 -28 -26
right_child=1 -3 -4 4 -6 7 -8 8 10 -11 11 12 -14 -15 15 16 -18 18 -20 -21 21 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=3.8780523311743307e-07 -6.5762778795885883e-07 2.2636927092713048e-06 -2.1075082349852892e-06 -8.0926445639306622e-07 3.1112507932513315e-06 -3.9937280080853419e-07 -2.9967393588363352e-06 -6.5613612328572502e-06 2.1591143506252831e-06 5.7837324112326665e-06 -3.2348771940503089e-06 -4.2689606852756395e-06 1.4141219188396854e-06 2.7788201200771504e-06 2.3874865973994023e-06 -2.1161756636316071e-06 -2.2335594291110865e-06 -1.8921484843303917e-06 1.9740237892814812e-06 2.1290500393433831e-06 -1.7783226984773077e-06 1.9491963262846017e-06 -3.4094074476342942e-06 3.7729963610542784e-08 2.5861506130879845e-06 5.6403978551561768e-07 2.4321610970830239e-08 -5.9989902752022317e-06 2.9971906520759584e-06 -8.2504483134471238e-07
leaf_weight=20 32 36 20 25 28 62 22 23 38 21 21 24 21 22 21 22 22 25 28 20 29 22 20 28 37 37 2329 20 21 25
leaf_count=20 32 36 20 25 28 62 22 23 38 21 21 24 21 22 21 22 22 25 28 20 29 22 20 28 37 37 2329 20 21 25
internal_value=0 8.88954e-07 -1.98015e-08 -6.03492e-09 1.26195e-06 -2.85864e-08 -1.38505e-06 -9.19509e-09 -4.33318e-08 1.16503e-06 9.60412e-09 -1.96304e-08 -1.61686e-06 6.51547e-09 -1.585e-08 9.13134e-09 -9.47032e-09 8.90368e-09 2.6606e-08 5.73811e-09 -1.06391e-08 7.67773e-09 -9.09895e-09 -1.39858e-06 1.76004e-08 3.86947e-08 8.50673e-09 -1.73878e-06 5.08877e-08 1.21067e-06
internal_weight=0 68 3053 3033 53 2980 42 2938 2855 83 2832 2794 45 2749 2727 2706 2685 2663 2641 2613 2593 2568 2546 48 2498 2469 2407 57 2350 62
internal_count=3121 68 3053 3033 53 2980 42 2938 2855 83 2832 2794 45 2749 2727 2706 2685 2663 2641 2613 2593 2568 2546 48 2498 2469 2407 57 2350 62
is_linear=0
shrinkage=0.1


Tree=7098
num_leaves=31
num_cat=0
split_feature=40 130 40 3 52 12 4 157 2 2 0 1 402 129 11 12 13 2 0 3 0 3 3 1429 49 484 160 42 3 130
split_gain=5.32123e-09 1.57842e-08 1.27299e-08 6.27474e-09 1.55814e-08 1.78398e-08 2.14927e-08 3.20826e-08 4.84433e-08 3.26749e-08 3.07029e-08 1.88412e-08 1.47087e-08 3.31657e-08 2.69033e-08 2.99029e-08 2.91264e-08 1.5341e-08 1.45253e-08 3.16652e-08 1.40452e-08 1.04068e-08 6.7602e-08 3.59483e-08 8.25814e-08 7.25054e-08 3.22975e-08 3.97823e-08 2.80252e-08 2.09171e-08
threshold=-0.24620999999999996 -0.22699999999999995 -0.15322999999999998 -0.097174999999999984 -0.010034999999999999 0.086345000000000019 -0.50052499999999989 -0.04831499999999999 0.10981000000000002 0.10672500000000001 -0.071924999999999989 0.081670000000000006 0.087880000000000014 0.085135000000000016 0.081365000000000007 0.090695000000000012 -0.0097949999999999982 0.09580000000000001 0.10455500000000001 -0.020429999999999997 0.051010000000000007 -0.086424999999999988 -0.086049999999999988 0.083725000000000008 0.11042000000000002 0.041405000000000004 -0.014869999999999998 0.083595000000000017 -0.085709999999999995 0.097445000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 11 -7 9 10 -8 -9 -4 13 14 16 -16 -6 -18 20 -20 21 23 -23 24 25 26 -5 29 -24 -28
right_child=1 2 3 18 12 6 7 8 -10 -11 -12 -13 -14 -15 15 -17 17 -19 19 -21 -22 22 28 -25 -26 -27 27 -29 -30 -31
leaf_value=1.6259008259567054e-06 -2.6795183843701539e-06 2.4622595609408956e-06 -1.9005126332291078e-07 2.9452178127499914e-06 3.8336324206074305e-06 2.4358086060753221e-06 -4.7052514181208004e-08 9.248678438501773e-07 4.9686998257432918e-06 -5.5198957869606599e-06 -3.5040156717514038e-06 -3.766103910808082e-06 -1.2563910177375095e-06 5.0570342953903954e-06 -4.1807607885857583e-06 6.9226784676977651e-07 1.3587579739008326e-06 -1.4804444600276139e-06 -4.7185263421548976e-06 3.4445384092881191e-07 2.2328091275809399e-06 4.268092628056341e-06 -2.8102809450400755e-06 -3.4461851064885484e-06 6.0345464521560641e-06 -5.1117859811711241e-06 1.6289739053210185e-07 -4.107230078834282e-06 4.7056068360609385e-09 -3.1200297772080555e-06
leaf_weight=20 22 21 34 31 39 36 24 49 21 20 23 26 28 20 20 34 71 26 21 30 27 37 36 38 20 32 256 27 2011 21
leaf_count=20 22 21 34 31 39 36 24 49 21 20 23 26 28 20 20 34 71 26 21 30 27 37 36 38 20 32 256 27 2011 21
internal_value=0 -1.04892e-08 8.5815e-09 -8.26848e-09 3.27444e-07 -2.53861e-07 2.6145e-07 -3.09915e-07 7.42676e-07 -2.53471e-06 -4.89914e-07 -1.73967e-06 8.96536e-07 1.18359e-06 7.75862e-07 -1.11256e-06 1.52568e-06 5.97735e-07 -6.93896e-08 -1.7403e-06 -3.57869e-08 -6.01998e-08 3.17717e-08 -5.11185e-07 -2.22994e-07 -5.64004e-07 -1.29589e-07 -4.43139e-07 -4.48008e-08 -8.59888e-08
internal_weight=0 3101 3079 3058 471 233 173 137 93 44 72 60 238 210 190 54 136 97 2587 51 2536 2509 2084 425 387 367 335 304 2047 277
internal_count=3121 3101 3079 3058 471 233 173 137 93 44 72 60 238 210 190 54 136 97 2587 51 2536 2509 2084 425 387 367 335 304 2047 277
is_linear=0
shrinkage=0.1


Tree=7099
num_leaves=31
num_cat=0
split_feature=130 40 4 30 10 9 9 41 41 132 1203 1185 50 132 481 0 160 0 481 2 403 403 403 1210 483 13 12 483 2 1213
split_gain=5.86956e-09 9.21961e-09 9.85416e-09 5.8593e-09 6.84394e-09 2.39903e-08 9.88317e-09 6.14074e-09 2.29144e-08 7.26643e-09 1.81348e-07 8.276e-08 3.58187e-08 9.7906e-09 6.09575e-09 4.5363e-08 1.4696e-08 4.26056e-08 7.05701e-09 1.0363e-07 1.75992e-08 8.25133e-09 2.23366e-08 1.29184e-08 7.72706e-09 2.12472e-08 3.94386e-08 1.94113e-08 1.30985e-08 7.68149e-09
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 0.097280000000000019 0.0036750000000000007 0.092235000000000011 0.088235000000000022 0.086565000000000017 0.091290000000000024 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.093975000000000017 -0.050879999999999988 -0.15265499999999996 -0.082284999999999983 -0.55045999999999984 -0.085804999999999979 -0.087424999999999989 0.084145000000000011 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 -0.3960249999999999 -0.095689999999999983 -0.083894999999999983 0.089570000000000025 -0.088009999999999991 0.094215000000000007 0.18587500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 9 -9 10 12 -11 -3 -13 15 -15 17 -16 19 -18 -20 -22 -23 -24 25 -25 -27 -26 -28 -29
right_child=1 2 -4 -5 5 -7 -8 8 -10 11 -12 13 -14 14 16 -17 18 -19 20 -21 21 22 23 24 27 26 28 29 -30 -31
leaf_value=1.5915909349804797e-06 -2.1519246774914792e-06 2.3194245170002217e-08 1.8367431211713825e-06 -1.7213648561664741e-06 2.6074837353899757e-06 -1.1903951378277772e-06 -1.8030390727348746e-06 3.694156733520989e-06 -1.3573592129477384e-07 -6.1831776809578349e-06 9.3278210702659906e-06 1.9452649512459172e-06 -4.3919140796874894e-06 -3.3822090940840567e-06 -1.3155276216518057e-06 2.6533436084719145e-06 -6.3067351378136166e-06 4.583163363804488e-06 2.5567204261278679e-06 3.0186176410587414e-06 -1.9038809303613864e-06 3.2875387996256225e-06 -2.4803549877105983e-06 3.5613649102246699e-06 -3.0390175337205701e-06 -2.8540355570244016e-06 3.6194330533589895e-06 -8.4955040793162891e-08 2.0638357375940793e-07 1.0527271073811552e-06
leaf_weight=23 20 147 29 20 39 29 31 21 61 22 21 25 21 33 24 20 22 25 26 26 24 20 22 22 22 29 22 2191 23 61
leaf_count=23 20 147 29 20 39 29 31 21 61 22 21 25 21 33 24 20 22 25 26 26 24 20 22 22 22 29 22 2191 23 61
internal_value=0 -1.18211e-08 2.08474e-09 -1.53653e-08 -4.10084e-09 9.878e-07 -2.68801e-08 -8.08793e-09 8.4509e-07 -3.26527e-08 5.66474e-07 -7.52383e-08 -5.28694e-07 -2.42809e-08 -4.31318e-08 -1.10464e-06 -2.11467e-08 1.69401e-06 -5.46298e-08 -1.2555e-06 -3.12172e-08 -5.88388e-08 -4.04802e-08 -6.83064e-08 -4.59161e-08 8.32889e-07 2.17205e-08 -8.30161e-08 1.87499e-06 -5.41386e-08
internal_weight=0 3098 3078 3049 3029 68 2961 2930 82 2848 189 2659 168 2637 2612 53 2559 49 2510 48 2462 2436 2412 2392 2370 96 74 2274 45 2252
internal_count=3121 3098 3078 3049 3029 68 2961 2930 82 2848 189 2659 168 2637 2612 53 2559 49 2510 48 2462 2436 2412 2392 2370 96 74 2274 45 2252
is_linear=0
shrinkage=0.1


Tree=7100
num_leaves=31
num_cat=0
split_feature=1429 474 157 475 475 474 474 47 47 47 2 1453 51 1452 42 1456 1456 482 482 52 3 120 4 9 8 159 1446 15 482 132
split_gain=5.57472e-09 1.71073e-08 1.04023e-08 9.65131e-09 1.09509e-08 9.13519e-09 1.05662e-08 6.30746e-09 4.35156e-08 3.23188e-08 1.05071e-08 1.09852e-08 1.71837e-08 9.37984e-09 9.33542e-09 8.79661e-09 2.44688e-08 2.16801e-08 2.16214e-08 4.28145e-08 3.62213e-08 2.52897e-08 1.75459e-08 1.47361e-08 1.90454e-08 1.33366e-08 1.38186e-08 1.17577e-08 1.12259e-08 9.47538e-09
threshold=0.12521000000000002 -0.26322499999999993 0.23903500000000003 -0.10664 -0.091889999999999986 -0.090834999999999985 -0.072334999999999983 0.092165000000000011 0.09585500000000001 0.088915000000000008 0.14445500000000003 -1.0000000180025095e-35 -0.41904999999999998 -0.073879999999999987 0.09858500000000002 -0.23007499999999997 -0.15024999999999997 0.11701000000000002 0.090355000000000005 0.12445000000000002 -0.049509999999999992 1.0000000180025095e-35 0.63113500000000011 0.08925000000000001 0.089545000000000013 -0.45371999999999996 -0.073109999999999994 -0.077219999999999983 0.085875000000000021 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 9 -9 13 11 -10 -13 -8 -14 27 -17 18 21 20 -20 22 23 25 -25 -18 -27 -15 29 -28
right_child=-2 2 -4 4 5 6 7 8 10 -11 -12 12 14 15 -16 16 17 -19 19 -21 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-2.3871217778529779e-06 1.6641893699897995e-06 -1.7612357534942697e-06 1.865477804206724e-06 2.3444714042852868e-06 -1.8695856971143818e-06 2.248210200507726e-06 1.89855771544409e-06 -4.4292495622357825e-06 2.3515423258402283e-06 3.2062109283970134e-06 -2.1300952836178983e-06 -2.8948693875463507e-06 -4.2845232209157639e-08 -6.7146599690204323e-07 2.1714391117538548e-06 -3.5213276382251026e-06 -2.154669749548551e-06 -3.2091281398260477e-06 2.1336415877406333e-06 4.703499857230092e-06 -2.9720748210948502e-06 -2.7067945796131557e-06 2.9504702479243862e-06 3.9685566716365254e-06 -8.0443359925434032e-08 2.5209832399143907e-06 6.8489780192869472e-07 2.3841802955945135e-06 -2.1634075583278903e-06 -9.2119054701111607e-08
leaf_weight=30 20 31 30 20 26 21 26 25 20 32 23 20 204 20 21 20 30 21 33 29 24 35 20 21 26 21 170 34 25 2043
leaf_count=30 20 31 30 20 26 21 26 25 20 32 23 20 204 20 21 20 30 21 33 29 24 35 20 21 26 21 170 34 25 2043
internal_value=0 -1.07252e-08 1.24893e-08 -5.79075e-09 1.22886e-08 -3.3113e-09 1.30595e-08 -2.88956e-09 -4.27253e-07 4.76145e-08 -7.98574e-08 9.80877e-08 -8.58677e-08 8.70957e-09 1.63821e-07 -1.03946e-08 -3.74773e-08 -9.58419e-09 1.75415e-08 1.57537e-06 -1.61337e-08 -3.84908e-08 1.1487e-09 -2.41023e-08 1.72868e-06 -6.00923e-08 -3.22758e-08 1.25246e-06 -5.6234e-08 -3.24296e-08
internal_weight=0 3101 3071 3041 3010 2990 2964 2943 313 2630 288 265 245 2598 225 2572 2518 2498 2477 86 57 2391 2356 2336 47 2289 2259 54 2238 2213
internal_count=3121 3101 3071 3041 3010 2990 2964 2943 313 2630 288 265 245 2598 225 2572 2518 2498 2477 86 57 2391 2356 2336 47 2289 2259 54 2238 2213
is_linear=0
shrinkage=0.1


Tree=7101
num_leaves=31
num_cat=0
split_feature=132 1185 1203 402 1212 1212 1211 1211 402 13 133 1213 1211 133 52 43 1210 4 1209 403 1212 401 133 0 4 4 16 4 4 4
split_gain=6.96205e-09 3.83111e-08 1.56204e-08 5.56289e-09 9.39751e-09 7.73173e-09 1.38167e-08 1.53203e-08 9.15845e-09 2.25006e-08 1.74112e-08 8.39612e-09 1.41059e-08 7.55914e-09 3.05903e-08 5.40273e-08 4.45752e-08 4.04902e-08 1.10216e-08 1.79449e-08 7.06863e-09 7.51129e-08 4.54939e-08 1.36678e-08 7.30852e-09 4.75626e-08 9.25187e-08 7.53988e-08 3.8788e-08 2.92734e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.31278000000000006 0.15049500000000002 0.12472500000000002 0.11671000000000002 0.10809000000000001 -0.45015499999999992 -0.0030199999999999997 0.50628500000000021 0.12955000000000003 0.087635000000000005 0.26753000000000005 0.10347000000000002 -0.03898999999999999 -0.00046999999999999993 -0.072334999999999997 -0.084629999999999997 -0.53101999999999994 -0.089544999999999986 0.11336 -0.062749999999999986 -0.086284999999999987 -0.081839999999999982 -0.083439999999999986 -0.087874999999999981 -0.084134999999999988 -0.080924999999999983 -0.085409999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 9 -3 11 12 13 18 15 16 -15 -18 -10 -20 22 24 23 -21 25 27 -27 29 -26 -22
right_child=1 3 -4 -5 -6 -7 -8 -9 10 -11 -12 -13 -14 14 -16 -17 17 -19 19 20 21 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-2.210504731268434e-07 4.2970553490054698e-06 -3.4310228320464378e-06 -2.7476854143060336e-06 1.6318986170171274e-06 -2.1092782319664411e-06 1.450064739303245e-06 -2.4459026976926355e-06 2.7729074190574467e-06 1.6852698931229381e-06 1.0091141337484478e-06 2.2034760724586198e-06 -1.8344921122661618e-06 2.0935675337341311e-06 2.9397718191960722e-06 2.7291480986235683e-06 -5.5569349742654594e-06 -5.4440800818156277e-06 9.1910755486424031e-07 -2.8522971702345374e-06 8.2919914133084153e-07 1.5514142261665427e-07 -5.9707943998026689e-06 4.6171544018610205e-06 -2.0430655323859051e-06 -4.0543501518423376e-06 8.3583864168412267e-06 -2.3819583889821993e-07 -5.6684020902056634e-06 -6.8743170796152375e-09 4.0644796467859126e-06
leaf_weight=194 21 25 28 21 21 37 23 20 39 21 36 25 32 28 20 25 20 20 22 37 453 21 24 30 24 21 31 22 1760 20
leaf_count=194 21 25 28 21 21 37 23 20 39 21 36 25 32 28 20 25 20 20 22 37 453 21 24 30 24 21 31 22 1760 20
internal_value=0 4.13265e-08 -5.39725e-07 1.02736e-08 -1.64593e-09 1.39607e-08 -5.02321e-09 1.52002e-08 -4.81218e-09 -1.404e-06 1.89379e-08 -1.04724e-08 6.74178e-09 -1.87754e-08 -8.18816e-07 -1.58182e-06 -1.2038e-07 -2.26249e-06 1.73287e-08 -9.06063e-09 1.65436e-08 -1.6915e-08 8.8132e-07 -4.5689e-07 3.67236e-08 3.56501e-07 3.2335e-06 5.42703e-08 -6.13247e-08 3.20441e-07
internal_weight=0 2899 222 2878 2857 2836 2799 2776 2756 46 2710 2674 2649 2617 113 93 68 40 2504 2465 2443 2352 91 67 2331 547 52 495 1784 473
internal_count=3121 2899 222 2878 2857 2836 2799 2776 2756 46 2710 2674 2649 2617 113 93 68 40 2504 2465 2443 2352 91 67 2331 547 52 495 1784 473
is_linear=0
shrinkage=0.1


Tree=7102
num_leaves=31
num_cat=0
split_feature=132 132 1203 50 1208 1208 403 3 1210 1212 1211 1212 4 4 4 4 43 15 12 0 13 1213 12 4 403 1210 4 4 12 1429
split_gain=5.71417e-09 2.84843e-08 2.10409e-08 8.22474e-09 5.6778e-09 1.04656e-08 6.48206e-09 4.43159e-08 8.99664e-09 6.68347e-09 7.7692e-09 1.07474e-08 6.97021e-09 2.79402e-08 2.31925e-08 4.54291e-08 3.66365e-08 6.54788e-08 1.68992e-08 6.69293e-08 9.12982e-08 1.65123e-08 2.78512e-08 2.27181e-08 7.80733e-08 2.40411e-08 2.50593e-08 2.62392e-08 1.62458e-08 1.5778e-08
threshold=-0.083449999999999983 -0.076764999999999986 0.089480000000000018 0.087730000000000016 0.11846000000000001 0.106285 -0.53960999999999981 -0.085709999999999995 -0.3960249999999999 0.13795000000000002 0.12162000000000002 0.11534000000000001 -0.086849999999999997 -0.08835999999999998 -0.083439999999999986 -0.082594999999999988 -0.0087399999999999995 0.085935000000000025 0.098810000000000023 0.12445000000000002 0.24813000000000004 0.10336000000000002 0.089505000000000015 -0.081839999999999982 -0.019354999999999994 -0.085329999999999975 -0.081114999999999979 -0.080584999999999976 0.096075000000000008 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -3 -8 10 11 12 13 18 16 -16 17 -14 28 20 -20 23 -23 24 -17 -25 -27 -28 29 -10
right_child=1 4 -4 -5 -6 -7 8 -9 9 -11 -12 -13 14 -15 15 21 -18 -19 19 -21 -22 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=7.7977370588705954e-08 3.467695653588029e-06 -2.3131825921988521e-06 -3.5859390277437348e-06 -1.8016161565928661e-06 1.5399942242311228e-06 -2.001696671308869e-06 -2.0228409704776081e-06 3.2042627683925252e-06 4.6816637667875103e-07 1.4674721129385063e-06 -1.9251903159740671e-06 2.069482483648244e-06 -7.1997411514925977e-06 2.9381611631451005e-06 3.9876973996147828e-06 -1.7261754071964591e-06 1.1564026031659785e-06 -7.726101664914887e-07 -8.4269403270722943e-06 2.8811530000893982e-06 7.9122433941268931e-07 -4.4852824186072189e-06 6.7080566395816282e-07 -3.441570957615373e-06 6.8167503900440351e-06 2.8280113262250478e-06 -3.37041775395619e-06 -4.3262651513273471e-08 2.6089105714769783e-06 -1.4967311976477049e-06
leaf_weight=169 24 24 20 27 24 26 22 37 275 31 21 25 23 38 28 23 35 51 21 24 22 22 20 21 20 30 24 1916 30 48
leaf_count=169 24 24 20 27 24 26 22 37 275 31 21 25 23 38 28 23 35 51 21 24 22 22 20 21 20 30 24 1916 30 48
internal_value=0 3.68948e-08 -4.96223e-07 -1.80946e-07 8.3147e-09 -4.55205e-09 1.37898e-08 1.03346e-06 -8.66514e-09 7.46e-09 -9.19822e-09 5.72605e-09 -1.35903e-08 3.41504e-07 -8.70802e-08 -1.33962e-08 -1.50939e-06 -2.77023e-06 1.06569e-07 -1.34942e-06 -3.71067e-06 -6.73608e-08 -2.03e-06 -2.68343e-08 2.24728e-06 -7.59487e-08 -4.00715e-08 -8.44233e-08 3.82918e-07 1.76169e-07
internal_weight=0 2905 216 196 2881 2857 2831 61 2770 2748 2717 2696 2671 458 2213 2104 109 74 420 67 43 2076 42 2034 43 1991 1970 1940 353 323
internal_count=3121 2905 216 196 2881 2857 2831 61 2770 2748 2717 2696 2671 458 2213 2104 109 74 420 67 43 2076 42 2034 43 1991 1970 1940 353 323
is_linear=0
shrinkage=0.1


Tree=7103
num_leaves=31
num_cat=0
split_feature=1429 474 157 474 0 474 11 157 155 2 13 43 130 52 42 4 4 1456 1456 16 1456 1456 403 1456 1209 43 1 1 10 1
split_gain=5.63067e-09 1.42057e-08 5.72342e-09 7.72752e-09 2.39383e-08 7.99449e-09 5.69116e-09 3.60574e-08 1.96739e-08 1.75122e-08 1.5773e-08 6.46286e-09 1.15552e-08 1.08888e-08 1.02178e-08 6.81553e-09 2.89059e-08 1.29865e-08 1.09546e-08 2.47937e-08 1.37508e-08 1.88336e-08 1.83357e-08 1.20435e-08 1.23213e-08 9.32112e-09 8.8167e-09 1.72988e-07 1.4904e-07 1.32592e-07
threshold=0.12521000000000002 -0.45463999999999999 0.32331500000000007 -0.090834999999999985 -0.087794999999999998 -0.072334999999999983 0.088065000000000018 -0.051074999999999988 0.11198500000000002 0.11093500000000002 0.095710000000000017 -0.50216499999999986 -0.22699999999999995 0.090245000000000006 0.15021500000000002 -0.50690499999999983 -0.52556499999999995 0.11510000000000002 0.092265000000000014 -0.008069999999999999 0.088395000000000015 0.085755000000000012 -0.55327499999999985 0.081770000000000023 -0.097919999999999993 -0.064334999999999989 0.092845000000000025 0.09202500000000001 -0.0026549999999999994 0.093400000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 8 -8 11 10 -9 13 -13 -7 15 16 -14 18 20 -20 21 22 -17 24 -24 -19 27 28 -26 -28
right_child=-2 2 -4 5 -6 6 7 9 -10 -11 -12 12 14 -15 -16 17 -18 25 19 -21 -22 -23 23 -25 26 -27 29 -29 -30 -31
leaf_value=-2.6028433543009061e-06 1.6725183235166699e-06 1.2735122982121539e-06 1.6521460896087992e-06 1.9593381910540519e-06 -3.3680921999348361e-06 6.30499022097466e-08 4.5319609989746827e-06 2.6148850365643743e-06 -2.761621733672935e-06 -2.2810874304047538e-06 -1.1528380338177159e-06 -2.2055253898164059e-06 7.3641007053616132e-07 2.863221476175005e-06 1.7747592615080521e-06 3.0249524513692452e-06 -3.3483794360715065e-06 3.0976894437443386e-06 -4.2152557080044062e-06 3.6147262264797788e-07 2.2067651042131535e-06 -2.4321995695686384e-06 -2.2911866581224512e-06 -1.7585216130264134e-06 -8.5494505401584314e-06 1.8370736229588233e-07 -7.8974286204604819e-06 7.9570943812866201e-06 1.3581585842154976e-07 -2.1064125764998682e-08
leaf_weight=21 20 20 21 21 25 41 20 25 26 27 20 24 41 21 32 20 30 23 20 29 28 32 23 39 20 21 22 28 1631 750
leaf_count=21 20 20 21 21 25 41 20 25 26 27 20 24 41 21 32 20 30 23 20 29 28 32 23 39 20 21 22 28 1631 750
internal_value=0 -1.07801e-08 6.89302e-09 -4.40162e-09 -1.30516e-06 1.50191e-08 1.37701e-09 7.75709e-07 -2.31795e-08 -2.67694e-07 9.40341e-07 1.58551e-09 -2.06734e-08 1.0115e-06 -1.87227e-09 -2.24933e-08 -9.89557e-07 3.06944e-09 -2.53067e-08 -1.50658e-06 2.68501e-09 -2.13751e-08 9.0814e-09 -1.49208e-08 1.25653e-08 1.70693e-06 3.41835e-08 1.62791e-07 3.06037e-08 -2.4552e-07
internal_weight=0 3101 3080 3059 45 3014 2993 92 2901 72 45 2875 2813 62 2789 2757 71 2686 2642 49 2593 2565 2533 2513 2474 44 2451 1679 1651 772
internal_count=3121 3101 3080 3059 45 3014 2993 92 2901 72 45 2875 2813 62 2789 2757 71 2686 2642 49 2593 2565 2533 2513 2474 44 2451 1679 1651 772
is_linear=0
shrinkage=0.1


Tree=7104
num_leaves=31
num_cat=0
split_feature=130 40 120 33 39 374 9 3 34 11 10 16 13 10 2 39 39 39 39 3 376 2 150 44 472 1429 474 157 2 2
split_gain=7.01824e-09 8.25793e-09 8.07877e-09 8.98357e-09 6.5284e-09 6.38418e-09 6.32759e-09 3.30912e-08 9.8096e-09 1.94942e-08 1.53246e-08 2.28338e-07 8.92775e-08 1.57145e-08 6.89219e-09 6.66378e-09 9.57192e-09 9.74499e-09 2.82307e-08 1.43714e-08 7.48851e-09 7.48644e-09 7.46782e-09 1.42572e-08 1.52305e-08 7.90335e-09 1.95193e-08 1.06192e-08 3.98795e-08 1.17779e-08
threshold=-0.23123999999999997 -0.24290999999999999 0.088020000000000015 -0.044254999999999996 0.13507500000000003 0.089535000000000017 0.091600000000000015 -0.13309499999999996 -0.08786999999999999 -1.0000000180025095e-35 -0.0093599999999999985 -0.056919999999999991 -0.081434999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10940500000000002 0.10262 0.087470000000000006 0.085220000000000004 -0.011549999999999998 0.081970000000000015 0.15609500000000001 -0.15178999999999995 0.099360000000000018 0.087430000000000022 0.12451000000000002 -0.26322499999999993 0.11933000000000001 0.095040000000000013 0.121465
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -8 -5 -10 11 12 -11 -12 -15 16 17 18 20 -19 21 22 -16 24 25 26 -24 29 -29 -28
right_child=1 2 -4 4 -6 -7 7 -9 9 10 13 -13 -14 14 15 -17 -18 19 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=1.740371656365903e-06 -2.0383442029014985e-06 2.0450574419599088e-06 1.6064101109970082e-06 2.1675363707832471e-06 -1.6731522407553712e-06 -1.7547554908300561e-06 1.9026381475365877e-06 -3.3097019915093658e-06 -3.1128441105465757e-06 8.7475748130365856e-07 -2.8119588500885585e-06 8.6653237612413908e-06 -7.5699027909032737e-06 1.4602921450723728e-06 1.6342589244939314e-06 1.2820991889256198e-06 -2.1610998157397954e-06 2.6159799276951271e-06 -3.7000094640201757e-06 -3.1350064780395551e-07 1.7036233093676856e-06 -1.9158777680180113e-06 -2.8938483050448368e-06 -2.6970522890223947e-06 2.6652900092336669e-06 1.8479139855804246e-06 -6.0567334643704974e-09 -1.4980789691011209e-06 3.8954199673188953e-06 -9.778123404141132e-07
leaf_weight=23 20 21 31 21 24 21 21 29 20 31 20 28 21 32 27 39 21 34 21 33 25 21 24 20 21 22 2263 26 29 132
leaf_count=23 20 21 31 21 24 21 21 29 20 31 20 28 21 32 27 39 21 34 21 33 25 21 24 20 21 22 2263 26 29 132
internal_value=0 -1.29288e-08 2.31773e-10 -1.61094e-08 -3.04136e-08 -1.72804e-08 -5.04059e-09 -1.12052e-06 1.39884e-08 -1.55268e-09 1.99787e-08 1.38473e-06 -2.53559e-06 -1.88755e-08 1.14665e-09 -1.57832e-08 -3.43994e-08 -1.78462e-08 -4.81744e-08 1.1731e-06 -1.87918e-08 -3.54496e-08 -2.00482e-08 -3.76542e-08 -1.65227e-08 -3.9086e-08 -5.58661e-08 -2.80655e-08 1.34577e-06 -5.96149e-08
internal_weight=0 3098 3078 3047 3026 3002 2981 50 2931 2910 2890 80 52 2810 2790 2758 2719 2698 2631 67 2610 2585 2564 2537 2517 2496 2474 2450 55 2395
internal_count=3121 3098 3078 3047 3026 3002 2981 50 2931 2910 2890 80 52 2810 2790 2758 2719 2698 2631 67 2610 2585 2564 2537 2517 2496 2474 2450 55 2395
is_linear=0
shrinkage=0.1


Tree=7105
num_leaves=31
num_cat=0
split_feature=130 39 124 31 123 34 9 9 4 10 4 4 4 16 13 13 12 13 43 1212 1213 52 2 52 133 12 13 151 0 151
split_gain=5.68474e-09 7.30037e-09 6.53427e-09 5.73813e-09 1.23071e-08 1.18539e-08 1.63492e-08 1.87564e-08 7.21804e-09 1.77139e-07 1.16357e-07 5.54808e-08 2.5108e-08 1.63811e-08 1.67566e-08 3.73942e-08 5.26878e-08 3.17847e-08 2.90482e-08 7.27562e-08 9.14903e-08 6.50641e-08 5.862e-08 4.00615e-08 5.15937e-08 6.36791e-08 3.61387e-08 1.95368e-08 1.80444e-08 2.09921e-08
threshold=-0.23123999999999997 0.15619500000000003 0.20753500000000005 -0.082169999999999979 0.083805000000000004 -0.097449999999999981 -0.092939999999999981 -0.013509999999999999 0.053180000000000012 -0.012544999999999999 0.04735000000000001 0.056795000000000005 0.058735000000000009 -0.18708499999999997 -0.088319999999999996 -0.087074999999999986 0.085495000000000015 -0.086804999999999979 -0.0047449999999999992 -0.089544999999999986 -0.074014999999999984 0.077655000000000016 0.085235000000000019 -0.0092699999999999987 -0.065894999999999981 0.084735000000000019 -0.090799999999999978 -0.084764999999999993 -0.075934999999999989 -0.0017399999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 -8 10 -10 13 -11 -13 -9 18 16 27 -17 21 -20 -21 26 -23 28 -25 -26 -15 -16 29 -22
right_child=1 -3 -4 5 -6 6 7 8 9 11 -12 12 -14 14 15 17 -18 -19 19 20 23 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=1.5663346074313229e-06 7.4493754453897054e-07 -1.9159993496487006e-06 1.7179779661091743e-06 2.3186052823637681e-06 -2.4575543535425889e-06 -2.7915654738665453e-06 2.8531163975309901e-06 -2.1409804222432491e-06 9.3158876985572072e-06 -4.0779423154724274e-06 -7.1731748646371946e-06 3.3657691567157144e-06 6.2736777515226557e-08 -1.3535609076794132e-07 -2.4473321307437878e-06 3.852963751731815e-06 -5.8258341545701525e-06 -5.9946733485437161e-08 5.3474747126919537e-06 -5.3573430507284412e-06 -1.5253858319655676e-06 -7.4120338741831152e-06 -3.0847987160926167e-07 2.3392172655197406e-07 1.3836058798233353e-06 9.2679505888511266e-06 4.5490130751748285e-06 1.5537239007174392e-06 -2.7664691168909142e-06 2.6717262314307918e-06
leaf_weight=23 21 20 22 22 28 21 23 36 21 32 23 24 560 58 23 21 27 1813 38 23 22 21 26 36 20 21 23 26 21 26
leaf_count=23 21 20 22 22 28 21 23 36 21 32 23 24 560 58 23 21 27 1813 38 23 22 21 26 36 20 21 23 26 21 26
internal_value=0 -1.16311e-08 7.42986e-10 -1.16193e-08 -1.08506e-06 5.87271e-09 -1.11726e-08 8.52658e-09 -1.37194e-08 2.84224e-07 -9.60935e-08 -2.36739e-08 1.98478e-07 -2.47332e-08 9.20218e-09 -1.05215e-07 -2.27881e-06 -1.51424e-08 6.6155e-07 1.3938e-06 5.04804e-07 -5.22629e-07 -3.48241e-06 1.42829e-06 2.99637e-06 5.42193e-06 1.19477e-06 -3.24323e-07 -3.21586e-07 7.4805e-07
internal_weight=0 3098 3078 3056 49 3007 2985 2964 2941 637 2304 616 584 2281 2245 1910 76 1834 335 207 169 128 47 146 77 41 81 49 69 48
internal_count=3121 3098 3078 3056 49 3007 2985 2964 2941 637 2304 616 584 2281 2245 1910 76 1834 335 207 169 128 47 146 77 41 81 49 69 48
is_linear=0
shrinkage=0.1


Tree=7106
num_leaves=31
num_cat=0
split_feature=402 401 128 4 1 132 15 1185 2 394 390 16 2 16 3 15 130 1 42 0 52 16 12 130 448 42 1348 41 41 3
split_gain=5.87712e-09 8.97987e-09 7.25221e-09 8.29938e-09 1.17532e-08 7.93725e-09 2.03339e-07 8.72314e-08 2.22438e-08 8.52932e-09 1.92006e-08 7.06057e-09 9.22901e-09 1.47287e-08 8.60552e-09 6.72649e-09 6.10579e-09 8.19788e-09 5.83739e-09 2.12442e-08 4.8028e-08 2.03649e-08 2.49769e-08 3.30245e-08 1.48259e-08 9.65091e-09 8.65988e-09 7.51298e-09 2.61768e-08 2.15374e-08
threshold=0.31278000000000006 0.13699500000000003 0.10614000000000001 -0.079329999999999984 0.094715000000000008 -0.083284999999999984 0.091915000000000011 -1.0000000180025095e-35 0.082850000000000021 -0.12099999999999998 0.090205000000000007 -0.081299999999999983 0.090675000000000019 -0.090764999999999985 -0.086769999999999986 0.084370000000000014 -0.23123999999999997 0.16540500000000002 -0.095859999999999987 -0.067094999999999988 -0.14765999999999999 -0.010699999999999999 0.084795000000000023 0.084580000000000016 0.053555000000000005 -0.093284999999999993 0.091105000000000005 0.088520000000000015 0.082735000000000017 -0.098469999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 8 -7 -1 -9 16 12 13 -10 -13 -15 -11 18 19 20 -18 22 -22 -24 25 -20 27 28 -27 -29
right_child=-2 -3 3 4 -6 7 -8 9 11 10 -12 14 -14 15 -16 -17 17 -19 24 -21 21 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=-3.2757028378682662e-06 1.6672739331538435e-06 -2.0244474399078172e-06 3.4069470513843825e-07 -3.2402492897745107e-06 -3.4643026083358567e-07 -6.2849550307543147e-06 1.0197800138485036e-05 1.9138670664868112e-06 2.3525205257274575e-06 1.7028867458438154e-06 -2.9917036586301129e-06 -6.0758696577067902e-07 -2.0181484525697408e-06 -2.223966627070695e-06 2.0887402664310027e-06 1.1382523439351645e-07 -3.5878619493295059e-06 -1.8097794757920838e-06 -1.6178204519487088e-06 3.1860518696981268e-06 3.1718103422289936e-06 3.1279219421886604e-06 1.275947693102353e-06 -3.3616765506394588e-06 -2.5764387993893419e-06 2.8507591898585693e-08 1.8031028594529225e-06 5.1583484946604589e-07 3.5748352101585448e-06 -3.7206517868071386e-06
leaf_weight=24 21 22 35 25 32 22 20 24 21 22 21 20 28 20 29 32 28 24 35 27 21 33 34 28 22 2352 28 30 21 20
leaf_count=24 21 22 35 25 32 22 20 24 21 22 21 20 28 20 29 32 28 24 35 27 21 33 34 28 22 2352 28 30 21 20
internal_value=0 -1.12926e-08 3.09641e-09 -8.71388e-07 -1.61565e-06 3.00397e-08 6.4855e-07 -1.29371e-08 -4.49065e-07 3.68768e-08 2.04719e-08 3.19718e-09 -4.74675e-07 1.17343e-07 9.88199e-07 -7.85325e-07 4.3685e-08 3.01806e-08 4.6664e-08 6.11977e-07 1.29337e-07 1.02659e-06 1.91124e-07 -8.18463e-07 8.11998e-09 3.09922e-08 5.4537e-08 3.43307e-08 5.9891e-08 -1.17876e-06
internal_weight=0 3100 3078 92 57 2986 194 2792 174 2770 2746 150 101 73 49 52 2725 2703 2679 171 144 116 83 62 2508 2486 2451 2423 2373 50
internal_count=3121 3100 3078 92 57 2986 194 2792 174 2770 2746 150 101 73 49 52 2725 2703 2679 171 144 116 83 62 2508 2486 2451 2423 2373 50
is_linear=0
shrinkage=0.1


Tree=7107
num_leaves=31
num_cat=0
split_feature=34 34 97 9 16 9 39 9 4 46 46 0 48 0 52 1 16 1 150 447 0 52 1374 150 148 150 3 3 13 16
split_gain=5.53046e-09 6.7762e-09 4.78211e-08 1.75883e-08 4.9383e-08 1.44383e-08 1.43088e-08 5.69465e-09 5.74249e-09 5.81813e-09 8.61654e-09 6.39133e-09 2.53008e-08 3.21358e-08 2.33943e-08 4.47554e-08 2.85851e-08 5.55576e-08 2.31995e-08 1.90533e-08 1.73031e-08 7.00641e-08 1.44177e-08 1.7248e-08 1.23444e-08 1.12985e-08 1.16525e-08 4.18285e-08 6.25404e-08 2.19699e-08
threshold=-0.10561499999999999 -0.057544999999999992 -0.071434999999999985 0.091600000000000015 -0.059624999999999991 0.082870000000000013 0.089200000000000015 -0.013509999999999999 0.62736500000000006 0.10987500000000001 0.083550000000000013 -0.14794999999999997 -0.072824999999999987 -0.23811499999999999 -0.080114999999999978 0.090130000000000016 -0.095964999999999981 0.090475000000000014 0.086730000000000015 0.088380000000000014 -0.14116499999999996 -1.0000000180025095e-35 0.092505000000000018 0.12640500000000002 1.0000000180025095e-35 0.11656000000000001 -0.080564999999999984 -0.080104999999999996 -0.072309999999999985 -0.097644999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 -5 7 -2 -3 9 10 11 12 19 -14 15 -15 18 -18 -16 -9 21 -13 23 24 25 26 29 28 -28 -22
right_child=1 3 -4 4 -6 -7 -8 8 -10 -11 -12 20 13 14 16 -17 17 -19 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.2684198683179121e-06 8.9817768677373049e-07 1.6449622984553225e-06 4.9889471223910474e-06 6.4919381404963377e-07 -5.7243082756031078e-06 2.6355498264473729e-06 -2.4576416121154427e-06 3.0668423331547959e-07 1.2843400688378848e-06 1.6767907914072568e-06 -1.9625083589981723e-06 5.6989013416547777e-07 4.0901776721377112e-06 1.6228503411114686e-06 8.1960634680121482e-07 -4.1388906765860154e-06 -1.0674201348592761e-06 5.3819169824511374e-06 -3.0303121982910854e-06 -4.0583295904639273e-06 1.3232618095292808e-06 -6.5943291122039226e-06 -2.2056671612820841e-06 2.4676746363638815e-06 -2.5026291746144124e-06 -2.3750858406401678e-06 -1.0494403416790497e-07 -9.7506669885058815e-08 -7.2202762783577095e-06 5.974703880668463e-08
leaf_weight=34 27 21 21 31 20 21 24 20 34 20 23 43 27 26 72 28 22 34 20 20 155 20 30 28 20 20 30 982 21 1227
leaf_count=34 27 21 21 31 20 21 24 20 34 20 23 43 27 26 72 28 22 34 20 20 155 20 30 28 20 20 30 982 21 1227
internal_value=0 1.39695e-08 9.72712e-07 -8.92588e-09 -1.85022e-06 2.27563e-08 -6.81031e-07 4.1125e-09 -7.68005e-09 -2.28908e-08 -3.47435e-08 -1.91588e-08 4.44663e-07 8.49988e-07 4.16894e-07 -1.36472e-06 1.06694e-06 2.84825e-06 -1.73325e-08 -1.87582e-06 -6.75936e-08 -1.70447e-06 -2.65579e-08 -2.29515e-10 -2.83767e-08 -8.05429e-09 1.15485e-08 -2.42522e-07 -3.03479e-06 2.01458e-07
internal_weight=0 3087 72 3015 51 2964 51 2943 2922 2888 2868 2845 269 229 202 54 148 56 92 40 2576 63 2513 2483 2455 2435 2415 1033 51 1382
internal_count=3121 3087 72 3015 51 2964 51 2943 2922 2888 2868 2845 269 229 202 54 148 56 92 40 2576 63 2513 2483 2455 2435 2415 1033 51 1382
is_linear=0
shrinkage=0.1


Tree=7108
num_leaves=31
num_cat=0
split_feature=40 130 42 483 158 484 158 158 484 0 481 481 481 481 42 1453 1456 133 133 12 16 483 1454 1455 50 48 160 13 48 150
split_gain=5.58703e-09 1.56201e-08 1.31746e-08 6.80907e-09 7.42579e-09 1.66161e-08 9.10072e-09 8.84028e-09 9.31938e-09 2.25908e-08 1.51769e-08 1.27988e-08 2.069e-08 2.0256e-08 1.22661e-07 2.84354e-08 8.43792e-09 2.10801e-08 3.29161e-08 3.95078e-08 2.50831e-08 2.0415e-08 1.08359e-08 1.65909e-08 2.44544e-08 1.05855e-08 2.52424e-08 3.94283e-08 2.81554e-08 2.23068e-08
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 -0.47181499999999993 0.12212000000000002 -0.051889999999999999 0.11651000000000002 0.11054500000000002 -0.23687999999999995 -0.086834999999999982 -0.15689499999999998 -0.088384999999999977 -0.086354999999999987 -0.081614999999999979 0.086950000000000013 -0.084064999999999987 -0.077769999999999992 0.089755000000000015 0.087035000000000015 0.094435000000000005 -0.0034149999999999996 -0.021199999999999997 0.104035 0.018650000000000003 0.041865000000000006 0.086035000000000014 -0.081069999999999989 -0.081434999999999994 0.087555000000000008 0.090480000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 8 9 -5 -10 -12 -13 14 -14 -15 17 18 19 20 -17 -18 23 25 -25 -23 27 -27 -28 -30
right_child=1 2 -4 4 5 -7 -8 -9 10 -11 11 12 13 15 -16 16 21 -19 -20 -21 -22 22 -24 24 -26 26 28 -29 29 -31
leaf_value=1.6660190237871576e-06 -2.665865584235276e-06 1.4864842948251559e-06 2.0593469938126697e-06 -5.3827000754238361e-07 3.7854964296876951e-07 -3.4553560035988084e-06 1.8546819293218367e-06 -1.7323086512988085e-06 -2.1621814697727077e-06 3.8348874221853857e-06 1.7938564680592279e-06 -3.0172011500563597e-06 -3.0701465675520013e-06 -3.7962342628361517e-06 7.6146425564210013e-06 5.0898599931770146e-07 -2.5245622444372479e-06 -2.1905323955079004e-06 4.5588232268301004e-06 3.8577648292630325e-06 -3.4812930587814544e-06 6.1624155111729816e-08 -1.8496891298624973e-06 3.5622013856042147e-06 -7.971720725146787e-07 -5.6048063532157162e-06 -2.8397465796712954e-06 -6.0196597041795033e-07 -2.4270674179447002e-07 1.8875287088349071e-06
leaf_weight=20 22 30 31 27 26 20 26 30 33 21 39 23 22 20 21 50 33 21 24 25 23 2009 32 31 22 23 35 50 272 60
leaf_count=20 22 30 31 27 26 20 26 30 33 21 39 23 22 20 21 50 33 21 24 25 23 2009 32 31 22 23 35 50 272 60
internal_value=0 -1.07426e-08 8.22871e-09 -1.26324e-08 -2.75342e-08 -1.28837e-06 -8.01927e-09 -2.44586e-08 -6.88811e-09 1.37499e-06 -3.00157e-08 -5.19686e-09 -3.02909e-08 -5.51672e-09 2.14801e-06 -3.94367e-08 -1.17112e-08 7.35904e-07 1.23963e-06 4.26772e-07 -7.48225e-07 -5.33587e-08 -2.11765e-08 2.20979e-09 1.75265e-06 -3.56723e-08 -4.79919e-07 -2.1782e-06 -1.42113e-07 1.42276e-07
internal_weight=0 3101 3079 3048 3018 46 2972 2946 2916 48 2868 2835 2796 2773 43 2730 2710 143 122 98 73 2567 2534 2502 53 2449 440 73 367 332
internal_count=3121 3101 3079 3048 3018 46 2972 2946 2916 48 2868 2835 2796 2773 43 2730 2710 143 122 98 73 2567 2534 2502 53 2449 440 73 367 332
is_linear=0
shrinkage=0.1


Tree=7109
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1213 403 3 42 16 16 46 97 374 120 130 10 4 0 16 33 40 1 1 1 123 3 1429 3 4 1
split_gain=5.1748e-09 3.65789e-08 1.4695e-08 8.51649e-09 6.51954e-09 6.99713e-09 6.0653e-09 7.05422e-09 1.42163e-08 1.28622e-08 5.05796e-09 7.2914e-09 1.13371e-08 1.36438e-08 1.64128e-08 8.91042e-09 8.67015e-08 1.9832e-07 1.18472e-07 1.37071e-08 8.78576e-09 1.04854e-08 3.6127e-08 2.95916e-08 1.47461e-08 8.99939e-09 3.95755e-08 4.24735e-08 4.59109e-08 1.64678e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.086260000000000017 -0.088034999999999988 -0.092174999999999993 -0.018024999999999996 -0.040964999999999994 -0.083134999999999987 0.084955000000000017 -0.086464999999999986 0.08987500000000001 1.0000000180025095e-35 -0.22461999999999996 -0.011559999999999999 0.053180000000000012 -0.10151999999999999 -0.059624999999999991 -1.0000000180025095e-35 0.10214500000000001 0.14326500000000003 0.13686500000000004 0.13332000000000002 0.092645000000000019 -0.0037349999999999996 -0.026244999999999997 0.088060000000000013 0.053180000000000012 0.085605000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 8 9 -8 11 -3 13 14 -13 16 18 -18 -16 -17 21 22 23 24 25 -21 -27 28 29 -28
right_child=1 10 -4 -5 -6 6 7 -9 -10 -11 -12 12 -14 -15 15 19 17 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-1.5875237805034729e-06 4.194035683386097e-06 -1.7848643477444295e-06 -2.7491927403389129e-06 -2.0789505951835876e-06 1.5833086270807447e-06 -1.4083902940564303e-06 -6.4626245144326877e-07 1.9173422842868603e-06 -2.2348728927162095e-06 2.3867309508844945e-06 1.0454679086968138e-06 2.6645771351527603e-06 1.904688895871415e-06 -2.1760100515887736e-06 6.0310015353183115e-07 2.257919871866492e-06 9.5893527844737047e-06 -3.1045560689335618e-06 -9.9204860771351394e-06 -5.3794940485294147e-08 -1.5582536980850315e-06 1.4947653550100944e-06 -3.7210536972382288e-06 3.449079377787712e-06 -2.1084467107357343e-06 -3.1364238978952655e-06 -1.0508806122617961e-07 1.4401103557575079e-07 -5.5705991417198675e-07 1.1690018577041884e-05
leaf_weight=29 21 23 25 21 24 21 29 25 21 27 46 23 31 29 23 27 20 32 20 2126 36 47 26 25 33 27 29 210 25 20
leaf_count=29 21 23 25 21 24 21 29 25 21 27 46 23 31 29 23 27 20 32 20 2126 36 47 26 25 33 27 29 210 25 20
internal_value=0 3.56269e-08 -4.65322e-07 -1.7549e-07 5.16271e-08 -1.90217e-07 1.39229e-07 4.57856e-07 -1.60027e-08 8.16074e-07 5.28405e-09 -1.16116e-08 2.90774e-09 -1.83144e-08 4.44772e-09 -1.79965e-08 -9.69444e-07 1.77772e-06 -4.29159e-06 1.63583e-08 -6.8837e-09 1.48645e-08 -1.27259e-08 2.5918e-08 -8.72939e-09 1.97034e-08 5.22139e-07 8.6996e-07 2.93009e-06 4.70924e-06
internal_weight=0 2899 222 197 176 152 123 102 77 56 2878 2832 2809 2778 2749 2726 95 52 43 2631 2604 2568 2521 2495 2470 2437 311 284 74 49
internal_count=3121 2899 222 197 176 152 123 102 77 56 2878 2832 2809 2778 2749 2726 95 52 43 2631 2604 2568 2521 2495 2470 2437 311 284 74 49
is_linear=0
shrinkage=0.1


Tree=7110
num_leaves=31
num_cat=0
split_feature=34 34 97 33 39 402 1212 401 1209 1208 1209 52 15 1210 1209 1209 1210 1210 1209 1209 15 481 160 4 3 482 130 121 3 3
split_gain=5.14764e-09 7.8163e-09 3.99888e-08 1.74177e-08 1.20696e-08 4.97169e-09 8.05428e-09 8.58566e-09 6.1932e-09 5.91376e-09 8.96473e-09 4.44952e-08 5.78557e-08 1.34739e-08 1.0257e-08 1.20632e-08 1.06727e-08 1.20423e-08 1.25271e-08 7.51621e-09 6.71387e-09 3.09448e-08 3.06725e-08 2.19017e-08 3.43131e-08 7.90683e-08 9.55058e-09 1.72015e-08 1.08299e-08 3.64233e-08
threshold=-0.10561499999999999 -0.057544999999999992 -0.071434999999999985 -1.0000000180025095e-35 0.089200000000000015 0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.093169999999999989 0.11846000000000001 0.091045000000000001 0.090245000000000006 0.089165000000000008 0.0028200000000000005 0.088060000000000013 0.086665000000000006 -0.081959999999999991 -0.079004999999999978 -0.083969999999999989 -0.065739999999999979 0.11461000000000002 -0.00058999999999999992 -0.44404499999999997 -0.033174999999999989 -0.065229999999999996 0.10932500000000002 -0.22699999999999995 -0.085019999999999984 -0.094874999999999987 -0.091869999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 7 8 -5 10 13 12 -12 14 15 16 -10 -18 -19 -20 26 -22 -23 24 25 -24 -21 -28 -29 -30
right_child=1 3 -4 5 -6 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17 17 18 19 20 21 22 23 -25 -26 -27 27 28 29 -31
leaf_value=-1.2237316803808586e-06 9.8130242351041277e-07 -2.9523845114454162e-06 4.7158165265110648e-06 -1.7575524475432758e-06 -2.1007787277464256e-06 1.5417845220543403e-06 -1.9537814416653852e-06 1.8952693475663789e-06 2.1550950726162663e-06 1.6415259448298127e-06 -3.3065944756395367e-07 2.8833149227383812e-06 -6.7947678105895202e-06 2.386052258647927e-06 2.1570755109223684e-06 -2.1141029332351607e-06 -2.3935273128743231e-06 2.3342579306304486e-06 -1.7712770272737544e-06 -2.2117007870292581e-06 4.1140151634780611e-06 -2.9525514778301672e-06 8.2486591645647431e-06 -1.1690762943426483e-06 -4.7410452392987763e-07 -3.4853147039741642e-07 2.8321741394184606e-06 3.9932857931586292e-07 -3.0927603120289862e-06 -8.0756139126690043e-08
leaf_weight=34 27 20 21 20 24 21 21 24 23 22 45 22 20 24 22 27 21 23 24 20 22 27 20 39 38 23 21 452 41 1933
leaf_count=34 27 20 21 20 24 21 21 24 23 22 45 22 20 24 22 27 21 23 24 20 22 27 20 39 38 23 21 452 41 1933
internal_value=0 1.34779e-08 1.04318e-06 -1.11119e-08 -4.69089e-07 8.52932e-09 -2.2973e-09 1.15805e-08 -3.85429e-09 8.20276e-09 -4.24376e-09 -1.00393e-06 -2.31962e-06 2.6818e-08 6.42115e-09 -1.07591e-08 1.00661e-08 -8.17935e-09 1.04909e-08 -9.60181e-09 6.43772e-09 6.16192e-07 9.27083e-08 7.77892e-07 1.71532e-06 3.65016e-06 -3.5333e-08 -1.7545e-08 -4.22128e-08 -1.43315e-07
internal_weight=0 3087 72 3015 51 2995 2974 2953 2929 2909 2887 87 65 2800 2776 2754 2727 2704 2683 2660 2636 169 147 120 81 43 2467 2447 2426 1974
internal_count=3121 3087 72 3015 51 2995 2974 2953 2929 2909 2887 87 65 2800 2776 2754 2727 2704 2683 2660 2636 169 147 120 81 43 2467 2447 2426 1974
is_linear=0
shrinkage=0.1


Tree=7111
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 12 48 132 13 1208 1208 1208 403 3 1210 403 401 1212 1212 1210 1210 402 1210 1212 1212 1212 1211 401 133 402 401
split_gain=5.03854e-09 1.51726e-07 8.00408e-08 2.77643e-08 4.95623e-09 7.34324e-09 8.79938e-09 1.29839e-08 4.93233e-09 1.34233e-08 6.65313e-09 1.0575e-08 5.48394e-08 8.05391e-09 9.37192e-09 2.85265e-08 7.97341e-09 1.70149e-08 4.64477e-08 1.59126e-08 5.36282e-08 1.0422e-08 1.11295e-08 7.5634e-09 1.50074e-08 1.84374e-08 1.22077e-08 1.9342e-08 1.20277e-08 7.20623e-09
threshold=-0.083284999999999984 0.089165000000000008 0.12358500000000001 0.10022000000000002 0.11527000000000001 0.086035000000000014 -0.41094499999999995 -0.0018299999999999998 0.12461500000000002 0.10837500000000001 0.092250000000000013 -0.5335399999999999 -0.085784999999999986 -0.3960249999999999 0.62200000000000011 0.13485500000000003 -0.09386499999999999 -0.088629999999999987 -0.090569999999999998 -0.077744999999999995 -0.092414999999999983 -0.061049999999999993 -0.064959999999999976 0.13795000000000002 0.11796000000000001 0.10326000000000002 -1.0000000180025095e-35 0.50628500000000021 -1.0000000180025095e-35 0.076195000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 5 6 -1 -8 9 10 11 12 -2 -13 15 16 29 -18 -19 20 -20 -21 -23 24 25 26 -24 28 -28 -15
right_child=2 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 13 -14 14 -16 -17 17 18 19 21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=1.8676214784301753e-06 5.5390355737472423e-06 8.1462595052590085e-06 -6.3392356793201545e-06 -3.9698087158512859e-06 1.4037715887059764e-06 -1.971943525599532e-06 1.8208505055816245e-07 -2.6291909045994543e-06 -1.5561001669084363e-06 2.5387384777700174e-06 -1.3496445306928866e-06 -2.0076131113455635e-06 -1.1360669937232616e-06 1.6137991062455863e-07 -1.8136733030717423e-06 3.7879668616369603e-06 2.9295760589320709e-06 -4.2038355725428399e-06 -1.9160016019826723e-06 -1.9108291277396866e-06 4.4570661276016074e-06 1.9437262320328348e-06 -2.356909579826937e-06 1.8108633993130714e-06 -2.2723692970022717e-06 2.717699032928067e-06 -2.1257181374410182e-06 2.2181928507518772e-06 -2.7467221291208116e-09 -2.0110053140809682e-06
leaf_weight=22 20 23 20 20 21 21 92 20 20 21 36 20 32 26 28 20 20 26 23 28 31 30 22 23 29 25 27 39 2299 37
leaf_count=22 20 23 20 20 21 21 92 20 20 21 36 20 32 26 28 20 20 26 23 28 31 30 22 23 29 25 27 39 2299 37
internal_value=0 4.6252e-07 -3.49061e-08 -4.39143e-07 -3.79314e-08 -2.33259e-07 3.92215e-08 -3.19929e-07 8.84358e-09 1.97796e-08 1.16004e-09 1.84966e-08 1.43128e-06 -8.18877e-09 6.44295e-09 2.52833e-08 -2.7441e-09 2.39677e-08 1.63409e-09 4.40806e-08 1.74261e-06 7.71237e-09 2.92517e-08 5.94238e-09 -1.10642e-08 1.61239e-08 -1.21708e-08 9.64077e-09 -2.739e-08 -1.11447e-06
internal_weight=0 219 2902 196 176 155 134 112 2882 2862 2841 2805 52 2753 2733 2705 2685 2622 2602 2576 54 2522 2494 2464 2441 2412 2387 2365 2326 63
internal_count=3121 219 2902 196 176 155 134 112 2882 2862 2841 2805 52 2753 2733 2705 2685 2622 2602 2576 54 2522 2494 2464 2441 2412 2387 2365 2326 63
is_linear=0
shrinkage=0.1


Tree=7112
num_leaves=31
num_cat=0
split_feature=394 401 1210 1210 1208 1208 1210 1209 1213 1210 1209 1209 401 0 16 1210 402 47 10 33 1366 47 1456 159 130 121 3 1454 50 49
split_gain=5.57739e-09 5.42137e-09 7.07611e-09 8.03542e-09 8.14038e-09 7.96765e-09 6.51859e-09 6.01703e-09 1.1573e-08 8.19426e-09 7.53409e-09 7.13919e-09 9.07255e-09 5.35379e-08 2.62002e-08 8.66563e-09 4.63471e-08 5.73993e-09 5.73109e-08 4.59852e-08 1.13066e-08 9.83648e-09 1.05293e-08 1.63326e-08 7.07523e-09 1.42801e-08 8.17768e-09 2.14468e-08 1.9873e-08 1.51227e-08
threshold=0.15288500000000002 0.13837000000000002 -0.38516499999999992 -0.12043 0.11846000000000001 0.10233500000000001 0.10799000000000002 0.088775000000000007 -0.065844999999999987 -0.087769999999999973 -0.085894999999999985 -0.067109999999999989 -0.099524999999999988 -0.072594999999999979 -0.072359999999999994 -0.062539999999999984 -0.092414999999999983 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 -0.082814999999999986 0.096850000000000006 -0.078314999999999982 0.10333000000000002 -0.22699999999999995 -0.088279999999999983 -0.094874999999999987 0.07931500000000001 -0.46943999999999991 -0.012034999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 9 -9 -5 -11 -12 13 14 -13 16 -14 19 -19 -17 -21 -20 -23 -24 -22 -26 27 29 -28 -27
right_child=-2 -3 3 4 -6 -7 -8 8 -10 10 11 12 15 -15 -16 17 -18 18 21 20 24 22 23 -25 25 26 28 -29 -30 -31
leaf_value=1.4546726754016358e-06 1.4050070729711348e-06 -1.6139955343013364e-06 -1.7038154388566391e-06 -1.9139009114239701e-06 1.9146321609365589e-06 -1.8307338630544716e-06 1.6400421012955729e-06 -3.8409713233199401e-07 2.6017803229478889e-06 -1.8622722564032301e-06 1.4358024961492288e-06 -1.8148933728904621e-06 -1.853289667199375e-06 -4.5863910404619908e-06 2.8230882786170569e-06 -3.957672893193376e-06 4.4286039193745332e-06 5.5683075174783887e-06 -2.1089672365803838e-06 2.0561557988685309e-06 -1.9135689558424932e-06 -1.9020108295948873e-06 1.3503943161584753e-07 3.1197795260595742e-06 2.6358985530805513e-06 -1.2196006626324492e-06 -3.1964394587530044e-06 3.2535135081464737e-06 -1.0273521336383268e-07 4.4876841844796126e-07
leaf_weight=33 28 21 28 23 22 24 24 27 25 22 34 21 23 28 29 30 24 20 20 26 20 22 220 20 20 65 21 24 1846 331
leaf_count=33 28 21 28 23 22 24 24 27 25 22 34 21 23 28 29 30 24 20 20 26 20 22 220 20 20 65 21 24 1846 331
internal_value=0 -1.27221e-08 -1.77595e-09 -1.75913e-08 -1.91068e-09 -1.60171e-08 -1.32795e-09 -1.47223e-08 1.05142e-06 -3.39122e-08 -1.8825e-08 -4.56489e-09 -2.19928e-08 -1.08541e-06 8.75136e-07 8.36834e-09 1.35449e-06 -1.5195e-08 3.95519e-07 -6.72452e-08 -1.76435e-08 2.86549e-08 1.91832e-07 3.83768e-07 -4.08144e-08 -2.4579e-08 -4.78451e-08 3.5084e-07 -1.37533e-07 1.7492e-07
internal_weight=0 3093 3072 3039 3011 2989 2965 2941 52 2889 2866 2844 2810 78 50 2732 47 2685 302 2383 2353 282 262 240 2327 2307 2287 420 1867 396
internal_count=3121 3093 3072 3039 3011 2989 2965 2941 52 2889 2866 2844 2810 78 50 2732 47 2685 302 2383 2353 282 262 240 2327 2307 2287 420 1867 396
is_linear=0
shrinkage=0.1


Tree=7113
num_leaves=31
num_cat=0
split_feature=130 4 484 4 1211 43 401 401 133 2 402 4 402 403 42 133 12 133 133 376 1 51 0 376 39 9 33 40 1 1
split_gain=5.68218e-09 9.11522e-09 6.51172e-08 6.70179e-09 5.24088e-09 1.21499e-08 1.03627e-08 2.05061e-08 1.50644e-08 3.84429e-08 1.32888e-08 2.79521e-08 7.91952e-09 1.08585e-08 7.3729e-08 1.16881e-08 7.07851e-08 2.44581e-08 9.29475e-09 9.66325e-09 9.68613e-09 9.47034e-09 1.18664e-08 8.40826e-09 9.43344e-09 3.1678e-08 2.65525e-08 1.8849e-08 9.24823e-09 1.89828e-08
threshold=-0.23123999999999997 0.62931500000000018 0.095930000000000015 0.6227450000000001 0.11716500000000001 0.062770000000000006 -0.46360499999999999 -0.13200999999999999 0.51114000000000004 0.088055000000000008 -0.17973499999999998 -0.072334999999999997 -0.10145999999999998 -0.53960999999999981 0.091205000000000008 0.26753000000000005 0.095935000000000006 0.2590050000000001 0.14779000000000003 0.11430500000000002 0.13927000000000003 0.096505000000000021 -0.073309999999999986 0.088720000000000007 -1.0000000180025095e-35 0.092235000000000011 -0.0066799999999999993 -0.048394999999999994 0.11588000000000001 0.11751000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 -2 -8 10 -10 11 -9 -12 14 -14 17 -17 18 19 20 23 22 -22 24 27 26 -26 -15 -28 -30
right_child=1 2 -4 -5 5 -7 7 8 9 -11 12 -13 13 15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=1.5659816199331544e-06 -1.9720856774559555e-06 -5.5764462774732235e-06 2.3964323201566697e-06 1.7473007904878945e-06 2.1600229450252134e-06 -9.6354974743917399e-07 2.4747577209850675e-06 4.0664063928848767e-06 9.5599879406781039e-07 -4.9618098197849275e-06 -1.4474201875804611e-06 -7.1141128034923902e-07 -2.7989002817429581e-06 -6.1661139787767235e-07 5.3146360680026799e-06 -5.2923404655302874e-06 2.3108036553291339e-06 3.1681432062669048e-06 -1.7887485720772629e-06 2.0684584011508959e-06 -1.8913062164599e-07 5.0389692730207644e-07 -3.0456821053975906e-06 -1.9935930378692103e-06 3.491133743822998e-06 -3.040843086289576e-06 -5.6710120042229239e-08 3.6202970206778407e-06 2.8476234445640854e-06 2.1624742625596057e-07
leaf_weight=23 27 20 21 22 33 20 33 24 23 21 39 25 21 21 24 25 24 24 30 22 26 26 33 21 22 34 2221 21 33 162
leaf_count=23 27 20 21 22 33 20 33 24 23 21 39 25 21 21 24 25 24 24 30 22 26 26 33 21 22 34 2221 21 33 162
internal_value=0 -1.16283e-08 -1.49278e-06 8.23665e-09 -4.36942e-09 9.81316e-07 -2.18883e-08 -4.06925e-09 -3.20642e-08 -1.86841e-06 -3.98944e-09 1.62874e-06 -3.22694e-08 -1.24877e-08 1.52832e-06 -3.77468e-08 -1.56835e-06 -9.92797e-09 -3.84735e-08 -1.85991e-08 -3.6124e-08 -1.08616e-06 -1.78686e-06 -9.15699e-10 1.57296e-08 -9.51992e-09 3.27545e-08 1.50184e-06 1.26262e-09 6.61557e-07
internal_weight=0 3098 41 3057 3035 53 2982 2955 2922 44 2878 49 2829 2790 45 2745 49 2696 2672 2642 2620 85 59 2535 2514 2472 2438 42 2416 195
internal_count=3121 3098 41 3057 3035 53 2982 2955 2922 44 2878 49 2829 2790 45 2745 49 2696 2672 2642 2620 85 59 2535 2514 2472 2438 42 2416 195
is_linear=0
shrinkage=0.1


Tree=7114
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 1212 1212 401 1212 401 1212 401 15 481 2 159 481 0 2 2 2 2 1 0 0 16 133 0 2 3 4
split_gain=6.10404e-09 1.07351e-08 7.38897e-09 1.13865e-08 1.01526e-08 1.78445e-08 5.60691e-08 5.57602e-08 1.20382e-08 6.086e-09 2.84037e-08 3.19001e-08 7.79351e-09 4.30809e-08 1.34306e-07 2.42105e-08 2.20865e-08 7.20242e-09 2.05712e-08 7.13463e-08 5.18726e-08 4.51855e-08 2.97108e-08 4.53022e-08 4.43638e-08 4.21286e-08 3.83046e-08 2.90271e-08 2.68285e-08 1.96391e-08
threshold=0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.094304999999999986 -0.41556999999999994 -0.092474999999999988 0.092675000000000021 -0.088009999999999991 0.11857000000000002 -0.009474999999999999 -0.099524999999999988 0.086495000000000002 -0.087424999999999989 0.092875000000000013 -0.085179999999999992 -0.085894999999999985 -0.082844999999999988 0.088125000000000023 0.096325000000000008 0.097220000000000015 0.095195000000000016 0.089875000000000024 -0.090809999999999988 -0.087634999999999977 -0.087659999999999988 -0.089569999999999983 -0.097734999999999989 0.097845000000000015 -0.07928499999999998 -0.010655
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -6 -7 -5 10 -9 -12 13 14 -11 -14 -16 -17 20 -20 21 22 25 24 -24 -19 28 -21 -27 -25
right_child=-2 -3 -4 4 5 7 -8 9 -10 12 11 -13 15 -15 16 17 -18 18 19 27 -22 -23 23 29 -26 26 -28 -29 -30 -31
leaf_value=2.3884693200670882e-06 -1.7413927625042901e-06 2.0346602993343437e-06 -1.4941785645367584e-06 -5.1562017654726303e-08 -5.3366423216516531e-07 -4.6282110815809577e-06 5.751494096144102e-06 -1.9791669563512019e-06 -3.243912819276115e-06 -9.034530737608293e-06 2.3791813930529315e-08 5.3819701520296805e-06 3.4153849615644762e-06 3.0424272846506608e-06 -1.0015404054253876e-06 1.8421655234755274e-07 3.0588373739365561e-06 -1.7050517849506958e-06 4.3156263722301873e-06 -3.1645549691755406e-06 -4.4361758267875892e-06 -4.524330463027582e-06 -7.142735483540719e-06 -6.0092615577416625e-07 -6.3525644122819358e-07 -1.5089840845715886e-06 5.4546439076619677e-06 5.0047558201987425e-08 2.6826291402997143e-06 1.6306928332691467e-06
leaf_weight=20 20 26 33 27 40 26 22 22 21 20 25 20 21 22 37 1238 21 37 39 29 34 25 20 221 22 26 27 895 37 48
leaf_count=20 20 26 33 27 40 26 22 22 21 20 25 20 21 22 37 1238 21 37 39 29 34 25 20 221 22 26 27 895 37 48
internal_value=0 1.12352e-08 -5.87347e-09 1.02719e-08 -5.46738e-09 1.78184e-08 1.69655e-06 -1.79239e-08 -1.44822e-06 2.36102e-08 9.6556e-07 2.4052e-06 1.22263e-09 -8.65786e-07 -1.9681e-06 3.31097e-08 4.68596e-07 6.78359e-09 -1.4367e-07 1.25992e-07 -6.66173e-07 -3.89326e-07 -1.5331e-07 -6.7962e-07 -3.73406e-06 1.13553e-06 2.30332e-06 -5.08436e-08 9.52757e-07 -2.02719e-07
internal_weight=0 3101 3075 3042 3022 2974 62 2912 48 2886 67 45 2819 100 78 2719 58 2698 1460 963 497 463 438 311 42 127 90 924 63 269
internal_count=3121 3101 3075 3042 3022 2974 62 2912 48 2886 67 45 2819 100 78 2719 58 2698 1460 963 497 463 438 311 42 127 90 924 63 269
is_linear=0
shrinkage=0.1


Tree=7115
num_leaves=31
num_cat=0
split_feature=401 132 394 1203 1213 13 2 1212 403 1210 484 481 3 4 43 133 13 3 3 2 15 3 2 130 130 50 2 13 1213 15
split_gain=5.09927e-09 6.02472e-09 3.18483e-08 1.69033e-08 5.88075e-09 2.51823e-08 2.4893e-08 7.54356e-09 5.8747e-09 5.85953e-08 4.72552e-08 8.72254e-08 3.72463e-08 1.07118e-07 6.18771e-08 5.94933e-08 9.54555e-08 5.33175e-08 5.02267e-08 4.57368e-08 4.34016e-08 3.9845e-08 4.12368e-08 1.86941e-08 2.02994e-08 2.27862e-08 2.86138e-08 1.70009e-08 1.61294e-08 1.00386e-08
threshold=0.13837000000000002 -0.083174999999999985 0.10969000000000002 0.088820000000000024 0.15253500000000003 -0.084319999999999992 0.085625000000000021 0.13631000000000001 -0.0047449999999999992 -0.064799999999999983 -0.081614999999999979 -0.081614999999999979 -0.082284999999999983 -0.080924999999999983 0.055925000000000009 0.26753000000000005 -0.064619999999999983 -0.082594999999999988 -0.082974999999999979 0.094215000000000007 0.089595000000000022 -0.086769999999999986 0.084755000000000011 0.089120000000000019 0.085235000000000019 0.079410000000000008 0.088225000000000012 -0.083894999999999983 -0.077179999999999985 0.11461000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 7 -6 -7 8 10 -10 -3 -12 17 -14 15 20 -17 18 21 -18 27 23 -23 24 25 26 28 -15 -13 -11
right_child=-2 2 -4 -5 5 6 -8 -9 9 29 11 12 13 14 -16 16 19 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.5790138811339798e-07 -1.5530173403108382e-06 -3.6960347805299015e-06 3.7550711843313486e-06 -2.7906283671187893e-06 3.8327160198258795e-06 -2.7473228823035484e-06 1.5656908267658309e-06 -1.8491184913603899e-06 -4.3103474492767194e-06 -6.1018554136883312e-08 6.4087529603777216e-06 -4.2068127770887389e-07 8.0320798978001615e-06 -2.3441595138657642e-06 4.5631398938252788e-06 -7.5541688479082342e-06 -2.6733187159724943e-06 -5.2302043999671616e-06 4.5857749184852729e-06 3.395053380719891e-06 4.7401578529258722e-06 -6.4838806883926736e-06 -8.4797128926544933e-07 -2.3505516909665407e-06 3.2078482097404054e-06 2.1908452062665385e-06 1.7144984020083513e-06 1.3918908068482214e-06 -3.5530045088014435e-06 7.5244897053940674e-07
leaf_weight=189 21 28 23 28 21 23 32 22 32 2023 24 35 21 21 31 24 27 22 21 23 28 20 37 25 25 38 33 29 31 164
leaf_count=189 21 28 23 28 21 23 32 22 32 2023 24 35 21 21 31 24 27 22 21 23 28 20 37 25 25 38 33 29 31 164
internal_value=0 1.05279e-08 4.87747e-08 -4.97608e-07 1.89688e-08 8.86852e-07 -2.37933e-07 -4.72336e-09 9.9677e-09 -6.21767e-08 3.0479e-07 5.2231e-07 2.34582e-07 1.26764e-06 4.91398e-07 -3.39023e-07 -2.37018e-06 -4.9972e-07 -1.07001e-07 1.18132e-07 1.58797e-06 -5.10888e-07 -2.82548e-06 1.94631e-07 5.87406e-07 1.09223e-07 -6.89783e-07 -1.7725e-07 -1.89192e-06 -1.77887e-11
internal_weight=0 3100 2883 217 2860 76 55 2784 2762 2219 543 515 491 204 183 152 74 287 265 50 78 244 57 187 162 137 99 50 66 2187
internal_count=3121 3100 2883 217 2860 76 55 2784 2762 2219 543 515 491 204 183 152 74 287 265 50 78 244 57 187 162 137 99 50 66 2187
is_linear=0
shrinkage=0.1


Tree=7116
num_leaves=31
num_cat=0
split_feature=132 1186 1185 15 1204 12 400 401 0 402 3 402 402 15 402 43 402 402 403 1209 1210 0 133 15 15 15 15 15 1212 15
split_gain=5.32189e-09 1.4846e-07 8.12706e-08 1.44074e-08 6.54216e-09 2.4176e-08 2.28612e-08 6.56097e-09 2.6202e-08 2.48098e-08 1.94128e-08 6.3232e-09 1.10409e-08 6.42262e-08 4.97164e-08 4.78058e-08 2.04989e-08 1.20585e-08 1.34122e-08 2.26628e-08 1.64429e-08 9.48158e-09 8.16664e-09 1.48384e-08 4.26315e-08 3.0365e-08 1.02845e-08 2.55295e-08 2.20056e-08 7.38405e-08
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 -0.079429999999999987 0.087535000000000016 -0.076444999999999985 -0.13200999999999999 -0.071719999999999992 -0.43418999999999991 -0.078084999999999988 -0.17973499999999998 -0.088494999999999976 0.085465000000000013 -0.064959999999999976 -0.041739999999999992 -0.025879999999999997 -0.012254999999999999 -0.5335399999999999 -0.065739999999999979 -0.077869999999999981 -0.067624999999999977 0.10275500000000001 0.090325000000000003 0.11461000000000002 -0.022504999999999997 0.094425000000000023 0.092400000000000024 -0.089544999999999986 0.088655000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 8 10 -9 -6 21 13 -13 -14 -15 -16 -18 -19 20 -20 -11 26 25 -25 -24 27 28 29 -21
right_child=2 -3 4 -5 7 6 -8 9 -10 11 -12 12 14 15 16 -17 17 18 19 22 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.8699741672195474e-08 -6.0907162316487469e-06 8.2665618420337111e-06 -1.9250159078865182e-06 -2.637863238931004e-06 1.4888525851932043e-06 4.6801287031225266e-06 2.4402058274885207e-07 -3.2393876845541549e-06 3.7222228333239798e-06 2.6400328070249919e-06 -2.344973925573868e-06 1.9694230789784546e-06 4.8526757057386157e-06 -3.647941257027428e-07 -2.5090967143927573e-06 -6.8851510125410731e-06 2.4451631708188872e-06 1.7738378230161488e-06 -3.8321824149534226e-07 -5.1908945990709025e-07 -4.4382006115029071e-06 -3.6838915320913659e-07 -9.9319487905504913e-07 -5.101685051158711e-06 2.4383841504016817e-07 2.575045350154555e-06 6.5401129124073459e-07 -3.0877300921011501e-06 -5.1752627615858846e-08 6.8634123999800078e-06
leaf_weight=172 22 22 20 25 28 21 26 24 23 22 25 36 21 22 33 23 20 41 20 42 20 20 86 25 37 33 244 27 1921 20
leaf_count=172 22 22 20 25 28 21 26 24 23 22 25 36 21 22 33 23 20 41 20 42 20 20 86 25 37 33 244 27 1921 20
internal_value=0 4.75349e-07 -3.58724e-08 -3.94736e-07 1.03799e-08 9.86969e-07 2.22611e-06 -1.28805e-08 9.03614e-07 -3.83294e-08 -3.19556e-07 -1.00119e-08 -2.91558e-08 -1.17882e-06 6.79907e-09 -3.69742e-06 -3.2813e-08 -5.90061e-10 -2.00317e-08 -4.97483e-08 -2.41071e-06 1.20745e-06 -1.09645e-08 -6.57229e-07 -1.91161e-06 -3.68288e-09 4.09316e-08 -3.3492e-08 8.09364e-09 1.86236e-06
internal_weight=0 219 2902 197 2880 67 47 2813 76 2737 53 2713 2671 81 2590 45 2569 2536 2516 2475 40 42 2435 181 62 119 2254 2010 1983 62
internal_count=3121 219 2902 197 2880 67 47 2813 76 2737 53 2713 2671 81 2590 45 2569 2536 2516 2475 40 42 2435 181 62 119 2254 2010 1983 62
is_linear=0
shrinkage=0.1


Tree=7117
num_leaves=31
num_cat=0
split_feature=12 130 39 39 39 40 96 34 49 9 10 9 13 448 457 147 48 148 456 456 150 13 52 51 4 0 3 2 2 2
split_gain=5.01275e-09 1.39682e-08 6.44769e-09 1.87034e-08 1.85861e-08 8.05616e-09 7.7882e-09 1.06557e-08 3.87713e-08 1.85865e-08 3.82505e-08 1.54152e-08 7.49697e-09 6.84342e-09 1.60242e-08 1.22215e-08 9.98422e-09 1.63848e-08 1.07404e-08 1.42757e-08 1.37934e-08 8.32767e-09 3.55601e-08 4.33324e-08 9.25825e-08 1.66691e-08 1.32106e-08 1.30055e-08 6.69985e-08 3.08472e-08
threshold=0.23631000000000002 -0.22461999999999996 0.11365500000000002 0.10940500000000002 0.10508500000000001 0.05433000000000001 0.087370000000000017 -0.057544999999999992 -1.0000000180025095e-35 0.091600000000000015 0.09820000000000001 0.082870000000000013 0.030370000000000005 -0.049344999999999993 0.092360000000000012 0.095485000000000014 -0.080894999999999981 -1.0000000180025095e-35 -0.11319999999999998 -0.085409999999999986 0.11989500000000002 -0.17933499999999997 0.11434500000000002 0.095375000000000015 -0.0096849999999999974 -0.13455999999999999 0.13524500000000003 0.10613000000000002 0.10699500000000002 0.10527500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3 11 -11 13 -4 14 -9 16 -15 -18 -19 -20 21 22 23 24 -21 -26 27 29 -29 -23
right_child=-2 2 12 -5 -6 -7 -8 9 -10 10 -12 -13 -14 15 -16 -17 17 18 19 20 -22 26 -24 -25 25 -27 -28 28 -30 -31
leaf_value=2.2755099945681178e-06 -1.4708409994652713e-06 -1.4732799768510099e-06 -1.6456736331191579e-07 2.9850580219880657e-06 -3.0480008963706952e-06 1.6143314951477805e-06 -1.839156574157602e-06 -1.2103400836003199e-07 3.410177623049389e-06 -4.9981034614823084e-06 9.6856265372480279e-07 2.7771112922891918e-06 -2.507686524082105e-06 1.9516380496917501e-06 -3.0089889646660598e-06 2.2230399345062326e-06 -2.6749871682588256e-06 -2.2465824150415195e-06 2.6854179964175273e-06 -8.2527743353983339e-06 -2.0598210646483041e-06 1.0648338354621129e-07 2.9925070455760762e-06 2.1885330966142646e-06 1.3792131994705416e-06 -2.4424736536621781e-06 2.1534615173853431e-06 -5.9687529701910718e-06 -1.736517951175151e-07 3.790222185621726e-06
leaf_weight=27 23 29 36 21 20 31 23 83 37 22 21 20 22 26 25 25 23 21 20 22 32 1951 20 22 25 21 30 21 399 23
leaf_count=27 23 29 36 21 20 31 23 83 37 22 21 20 22 26 25 25 23 21 20 22 32 1951 20 22 25 21 30 21 399 23
internal_value=0 1.0927e-08 -8.98302e-09 1.11207e-08 -9.75253e-09 1.06933e-08 -6.21007e-09 8.23742e-09 1.26442e-06 -2.08326e-08 -2.08415e-06 1.07525e-08 -1.05334e-06 -9.08513e-09 -7.89542e-07 2.23544e-08 1.6401e-09 -1.76374e-08 5.80676e-09 2.40976e-08 3.35468e-09 2.9409e-08 -8.21589e-07 -1.66917e-06 -2.91724e-06 -3.6547e-07 6.80269e-08 4.18936e-08 -4.63407e-07 1.49404e-07
internal_weight=0 3098 3071 3013 2992 2972 2941 2918 66 2852 43 2809 58 2789 108 2681 2656 2630 2607 2586 2566 2534 110 90 68 46 2424 2394 420 1974
internal_count=3121 3098 3071 3013 2992 2972 2941 2918 66 2852 43 2809 58 2789 108 2681 2656 2630 2607 2586 2566 2534 110 90 68 46 2424 2394 420 1974
is_linear=0
shrinkage=0.1


Tree=7118
num_leaves=31
num_cat=0
split_feature=130 40 142 45 3 1429 156 1429 147 147 148 49 1348 0 97 34 104 34 9 13 47 47 9 47 131 1209 402 132 1 1185
split_gain=5.32401e-09 1.35922e-08 5.06372e-09 1.0732e-08 8.5241e-08 9.55618e-09 1.51709e-08 1.10111e-08 7.2745e-09 1.23803e-08 7.37134e-09 2.46617e-08 1.05807e-08 7.16349e-09 6.00275e-09 1.17501e-08 1.7473e-08 1.59308e-08 1.76758e-08 3.15485e-08 1.60929e-08 1.12507e-07 9.93974e-08 1.77896e-08 8.59585e-09 1.06701e-08 2.80088e-08 8.62145e-09 1.60298e-07 6.85288e-08
threshold=-0.23647499999999996 -0.23755499999999996 -0.057499999999999989 0.083445000000000005 0.10299500000000002 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 0.099230000000000013 0.093875000000000014 -0.086074999999999985 -0.0072499999999999986 0.084620000000000015 -0.23811499999999999 -0.086464999999999986 -0.08786999999999999 0.083745000000000014 -0.057544999999999992 0.091600000000000015 -0.0039049999999999992 0.094160000000000008 0.096770000000000009 0.037245000000000007 0.091340000000000018 0.13767000000000004 0.11495000000000001 -0.088189999999999991 -0.083284999999999984 0.089475000000000013 -0.083264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 -7 9 10 11 -9 13 -12 -15 -16 17 -17 20 -20 22 -22 23 24 25 27 -27 28 -19 -29
right_child=1 2 3 4 -6 6 -8 8 -10 -11 12 -13 -14 14 15 16 -18 18 19 -21 21 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-1.6263276756944833e-06 2.2443951130063163e-06 1.4377325233757196e-06 2.1289338422190798e-06 -6.4901484029178389e-06 2.0575831907113491e-06 2.1862747495976257e-06 -2.7566820472202379e-06 -8.3108906437701088e-07 1.5389237504829604e-06 -2.2420252480515047e-06 1.7901545106724372e-06 3.8801252310349808e-06 -1.8952500647628766e-06 -1.7057431467124151e-06 1.8389003389195161e-06 2.5027612828125713e-06 -2.9765539898107819e-06 -6.7138428528631122e-07 6.133625902293716e-07 -4.9361763194610837e-06 7.7697988780571562e-06 1.1344729970747853e-07 -6.7707842132139468e-06 2.9517275288526436e-06 -1.9670698041251025e-06 -9.0707539651578956e-07 4.2635804292956435e-06 -5.9348814937720818e-06 7.7071999570492798e-06 -5.347897228411145e-08
leaf_weight=20 27 24 21 20 28 23 20 25 30 25 22 20 30 21 34 25 20 148 21 20 21 223 22 20 23 22 20 20 27 2099
leaf_count=20 27 24 21 20 28 23 20 25 30 25 22 20 30 21 34 25 20 148 21 20 21 223 22 20 23 22 20 20 27 2099
internal_value=0 1.04908e-08 -9.13037e-09 -2.05155e-08 -1.50397e-06 3.20396e-09 -1.1771e-08 6.76944e-09 -1.02927e-08 -2.6275e-08 -7.06108e-09 1.26278e-06 -2.7196e-08 -7.2382e-09 -2.14315e-08 -8.63929e-09 -3.16405e-08 -9.91486e-09 -3.33016e-08 -2.09373e-06 -1.36306e-09 7.72396e-07 -7.99958e-08 -1.81221e-08 -4.3301e-08 -2.43598e-08 1.55514e-06 -5.32783e-08 6.21312e-07 -1.0899e-07
internal_weight=0 3101 3074 3050 48 3002 2981 2961 2938 2908 2883 45 2838 2808 2786 2765 2731 2711 2686 41 2645 244 2401 2379 2359 2336 42 2294 175 2119
internal_count=3121 3101 3074 3050 48 3002 2981 2961 2938 2908 2883 45 2838 2808 2786 2765 2731 2711 2686 41 2645 244 2401 2379 2359 2336 42 2294 175 2119
is_linear=0
shrinkage=0.1


Tree=7119
num_leaves=31
num_cat=0
split_feature=132 1185 1203 34 10 133 8 1186 129 1184 13 15 13 0 130 130 13 394 42 12 3 12 448 447 48 4 4 1374 16 2
split_gain=6.18915e-09 4.79606e-08 1.69671e-08 5.71509e-09 7.55552e-09 2.23832e-08 1.6364e-08 6.00854e-09 1.13455e-08 1.57967e-08 6.23227e-09 3.05416e-08 4.09195e-08 2.0194e-08 8.83382e-09 1.11977e-08 3.25563e-08 7.3509e-09 7.08506e-09 2.9213e-08 7.15203e-08 3.92925e-08 1.23133e-08 1.0979e-08 2.1888e-08 8.93797e-09 6.57491e-08 6.16218e-08 2.23844e-08 2.30538e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.10561499999999999 0.0036750000000000007 0.087495000000000003 0.084655000000000022 0.090275000000000008 -0.077709999999999987 0.083155000000000021 0.24813000000000004 -0.56020999999999987 0.23074000000000003 -0.059114999999999994 -0.077029999999999987 -0.0087849999999999977 -0.011289999999999998 -0.08452999999999998 -0.095859999999999987 0.089300000000000004 -0.094874999999999987 0.084655000000000022 0.053555000000000005 0.089635000000000006 -0.07175999999999999 -0.0092149999999999992 -0.0086549999999999978 0.087110000000000007 -0.15241499999999997 0.085485000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 7 6 -6 8 -5 10 11 -10 14 -12 17 16 -16 -13 19 21 -21 -17 23 25 -25 27 -27 28 -20 -30
right_child=1 3 -4 4 5 -7 -8 -9 9 -11 13 12 -14 -15 15 18 -18 -19 22 20 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-1.7675271131534108e-07 4.8005780843682484e-06 -1.2845931848914916e-06 -2.8100553732558965e-06 -1.9885826371388121e-06 4.5182645844477067e-06 -1.6015988694562112e-06 4.7302434495577474e-07 1.2792378428846027e-06 3.7163914028455609e-06 2.7319296964920103e-06 9.4396139891086358e-08 -2.4263746468022878e-07 -4.1352927581783659e-06 -3.3219279278758529e-06 1.09682277546935e-06 2.2053883461901271e-06 -4.540656984772795e-06 2.1734508172411391e-06 -3.1388078317225645e-06 5.4817295444370927e-06 -8.8175774551832318e-07 -3.3204837006539293e-06 -2.3804952217109201e-06 3.5971111212044583e-06 -8.8217440591620294e-07 5.7381201821997481e-06 7.7765040887337972e-08 -5.5716144840646724e-06 -5.7479491791066447e-07 2.8154969275665683e-07
leaf_weight=194 21 34 28 29 20 20 20 36 22 21 62 20 24 24 21 22 20 34 24 33 38 31 22 24 20 21 900 21 520 795
leaf_count=194 21 34 28 29 20 20 20 36 22 21 62 20 24 24 21 22 20 34 24 33 38 31 22 24 20 21 900 21 520 795
internal_value=0 3.8969e-08 -5.08881e-07 4.22479e-09 1.96326e-08 1.1299e-06 2.49564e-06 -4.29551e-09 -2.11104e-08 -1.25912e-10 -2.1391e-08 6.18715e-09 -2.53281e-08 -8.58997e-07 1.31127e-08 -1.40913e-08 -1.65317e-06 1.2786e-06 1.3105e-08 7.49789e-07 2.07592e-06 -1.02673e-06 -2.58165e-08 -3.53566e-09 1.56107e-06 -3.37166e-08 2.06829e-07 -1.96615e-07 -1.12317e-07 -5.70809e-08
internal_weight=0 2899 222 2878 2844 60 40 2784 2748 2719 2698 2612 2590 86 2566 2512 41 54 2471 124 71 53 2347 2325 44 2281 921 1360 1339 1315
internal_count=3121 2899 222 2878 2844 60 40 2784 2748 2719 2698 2612 2590 86 2566 2512 41 54 2471 124 71 53 2347 2325 44 2281 921 1360 1339 1315
is_linear=0
shrinkage=0.1


Tree=7120
num_leaves=31
num_cat=0
split_feature=1186 132 1203 132 50 129 394 4 43 15 13 1186 13 130 2 43 394 11 33 9 1 15 2 97 2 1132 124 51 12 2
split_gain=5.16908e-09 8.09428e-09 2.08544e-07 1.58522e-07 2.33484e-08 5.9792e-09 5.5239e-09 2.43455e-08 4.32079e-08 2.06461e-08 2.76162e-08 9.14873e-09 7.04431e-09 7.11204e-08 2.66301e-08 1.96006e-08 1.06682e-08 1.23452e-08 1.33241e-08 1.06663e-08 1.26278e-08 9.03641e-09 7.24943e-09 7.25932e-09 2.42419e-08 7.06193e-09 8.3504e-09 7.78935e-09 2.56648e-08 6.72522e-08
threshold=-0.11456499999999999 -0.083284999999999984 0.089480000000000018 -0.069704999999999989 0.10022000000000002 -0.080434999999999993 -0.078674999999999981 -0.083439999999999986 -0.023869999999999995 -0.092489999999999989 -0.0034749999999999994 -0.087099999999999997 0.24813000000000004 -0.23123999999999997 0.31765000000000004 -0.34140499999999996 -0.011444999999999999 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 0.11866500000000001 -0.016799999999999995 -0.045829999999999989 -0.086464999999999986 -0.0050599999999999994 0.048480000000000009 0.05852000000000001 -0.17684999999999998 0.090545000000000014 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -5 7 8 -7 -9 -11 -8 13 -13 16 21 -15 -18 -19 22 -21 -14 -20 -24 -25 26 27 28 29 -26
right_child=1 3 -4 5 -6 6 11 9 -10 10 -12 12 15 14 -16 -17 17 18 19 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=1.4619260104116924e-06 -5.4095488254086596e-08 -8.9268954127419423e-06 1.0301048046699181e-05 1.2875992954124943e-06 -3.6662472028936579e-06 7.1948683481340685e-07 1.9243278220528738e-06 -1.4312991767741497e-06 -5.4159257928176888e-06 4.3560725594395743e-06 -7.7822048979214745e-07 5.9714979147429404e-06 1.2148327452147594e-06 2.2582357243685519e-06 -3.6496104348771044e-06 -3.6322598526794538e-06 2.4697141748220021e-06 -2.369552875810162e-06 -1.4407655814668236e-06 3.3863191132255109e-06 1.8318813772566502e-07 -1.2009515288013973e-06 -1.9083915486817206e-06 2.5103269808599447e-06 -2.1198593568922463e-07 1.8353279551774904e-06 -1.869586351858743e-06 -8.3430473663864741e-08 -2.5485598452913617e-07 7.0203910149757586e-06
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leaf_count=24 170 20 20 36 20 22 25 33 24 22 20 20 30 21 20 20 20 24 36 20 32 32 20 38 36 20 25 2140 111 20
internal_value=0 -1.13271e-08 5.88094e-07 -5.49289e-08 -4.34322e-07 6.9613e-09 -9.32374e-09 -6.7039e-07 -2.4816e-06 4.40484e-07 1.91117e-06 2.01925e-08 2.46312e-09 3.12117e-08 -1.47835e-08 -9.1013e-07 1.35803e-08 -4.96324e-09 -2.4588e-08 -2.05827e-09 1.41516e-06 -3.20237e-08 -3.21872e-08 -1.11462e-08 4.7303e-09 -3.57513e-08 -5.17983e-08 -3.20997e-08 6.25673e-07 2.37101e-06
internal_weight=0 3097 210 2887 190 2867 2831 121 46 75 42 2710 2685 2603 2583 82 2563 2542 2522 2498 52 62 2446 2410 2390 2352 2332 2307 167 56
internal_count=3121 3097 210 2887 190 2867 2831 121 46 75 42 2710 2685 2603 2583 82 2563 2542 2522 2498 52 62 2446 2410 2390 2352 2332 2307 167 56
is_linear=0
shrinkage=0.1


Tree=7121
num_leaves=31
num_cat=0
split_feature=130 10 2 40 2 45 132 1185 1203 130 2 4 43 16 1203 45 11 9 33 106 9 34 147 448 0 0 15 0 1 403
split_gain=7.09017e-09 1.31089e-08 1.96004e-08 1.28068e-08 9.55458e-09 1.08247e-08 6.63002e-09 3.78264e-08 2.39256e-08 5.46726e-09 1.22651e-08 1.78877e-08 1.41566e-08 1.13637e-08 6.11245e-09 5.39469e-09 4.707e-08 1.00164e-08 2.02251e-08 7.63058e-09 7.28884e-09 8.34034e-09 6.88138e-09 1.99854e-08 7.31394e-09 4.63464e-08 1.01317e-07 2.90562e-08 2.21304e-08 2.38285e-08
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.096010000000000012 0.10136500000000002 0.010840000000000001 -0.0040649999999999983 -0.073404999999999984 0.084545000000000009 0.094030000000000016 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 0.089100000000000026 -0.08619499999999998 -0.084564999999999987 0.097985000000000017 1.0000000180025095e-35 -0.11173999999999999 -0.10224499999999999 -0.10203999999999998 -0.11991499999999998 0.080270000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 8 -8 9 10 11 12 14 -11 -7 16 -9 18 -18 20 -20 -22 23 24 27 26 -26 28 29 -23
right_child=1 3 -4 4 -6 6 7 15 -10 13 -12 -13 -14 -15 -16 -17 17 -19 19 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.8768036595417928e-06 -3.4542571527362315e-07 -2.4727231426541474e-06 4.0287838055519384e-06 -2.32821540578243e-06 2.1309482170701293e-06 -4.8918253696683684e-07 4.2756862913371326e-06 4.8653977148660488e-06 -3.3114338579994015e-06 2.0806204561110995e-06 -2.705033207781699e-06 2.6382324654150583e-06 -2.4432663303741722e-06 -6.9542468471202787e-07 1.643202596142146e-06 -1.1678155493954317e-06 2.7418939259438995e-06 -1.6378472313793258e-06 1.583499125711663e-06 -1.8224868772844985e-06 -1.9494992596559191e-06 -1.0837861931837065e-06 -1.474957177870531e-06 2.9583753293200456e-06 8.6221375909190098e-06 -5.8344334645241181e-09 -1.7109218070369313e-07 -2.9831212924154201e-06 -5.2483626113948671e-07 2.4786017432058561e-06
leaf_weight=20 21 21 20 20 21 41 21 20 27 29 21 20 30 30 20 38 27 37 29 23 22 28 31 23 20 2030 38 39 297 57
leaf_count=20 21 21 20 20 21 41 21 20 27 29 21 20 30 30 20 38 27 37 29 23 22 28 31 23 20 2030 38 39 297 57
internal_value=0 1.20974e-08 1.78834e-06 -1.17018e-08 5.30425e-09 -9.48651e-09 5.98199e-09 4.76255e-08 -5.25068e-07 -1.31184e-07 -4.88875e-07 -6.96016e-08 -6.6473e-07 6.69072e-07 2.0996e-07 1.54438e-08 3.19686e-08 -3.82133e-09 1.88735e-08 -9.00729e-09 6.94911e-09 -1.07375e-08 5.90421e-09 2.40348e-08 -2.86427e-09 7.38014e-08 2.86106e-06 -3.83097e-07 -1.17649e-07 1.30511e-06
internal_weight=0 3101 41 3060 3039 3018 2998 2780 218 191 132 111 91 59 61 2759 2721 2701 2664 2637 2614 2585 2563 2532 2509 2088 58 421 382 85
internal_count=3121 3101 41 3060 3039 3018 2998 2780 218 191 132 111 91 59 61 2759 2721 2701 2664 2637 2614 2585 2563 2532 2509 2088 58 421 382 85
is_linear=0
shrinkage=0.1


Tree=7122
num_leaves=31
num_cat=0
split_feature=130 40 132 1203 132 142 11 34 43 9 10 2 147 147 148 49 0 151 160 151 3 1 151 156 156 156 157 2 51 157
split_gain=5.74306e-09 1.50558e-08 4.97155e-09 3.08582e-08 3.06532e-08 5.22419e-09 1.38382e-08 1.0214e-08 1.88554e-08 1.31115e-08 1.66938e-08 3.05879e-08 9.46105e-09 1.14905e-08 6.41175e-09 2.00987e-08 6.90963e-09 8.08744e-09 2.82824e-08 3.48444e-08 2.83041e-08 1.71664e-08 1.36027e-08 9.31762e-09 2.25468e-08 2.19375e-08 1.7519e-08 2.01968e-08 3.80726e-08 1.97e-08
threshold=-0.23647499999999996 -0.23755499999999996 -0.083449999999999983 0.089480000000000018 -0.076764999999999986 -0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.074974999999999986 0.092410000000000006 0.053330000000000009 -0.080614999999999978 0.099230000000000013 0.093875000000000014 -0.084924999999999987 -0.0072499999999999986 -0.24955499999999997 0.015440000000000001 0.081905000000000019 0.088225000000000012 -0.083654999999999993 0.091785000000000019 1.0000000180025095e-35 0.09747500000000002 0.092385000000000009 0.10499000000000001 -0.0041249999999999993 0.11474000000000002 -0.057604999999999996 0.11933000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 -7 8 -8 10 11 -9 13 14 15 -13 -16 22 19 -19 -21 -22 23 24 -18 -25 27 28 -27 -28
right_child=1 2 4 -5 5 6 7 9 -10 -11 -12 12 -14 -15 16 -17 17 18 -20 20 21 -23 -24 25 -26 26 29 -29 -30 -31
leaf_value=-1.6891234201921182e-06 2.3619887058514536e-06 -9.05429315450561e-08 3.5839846466008872e-06 -4.2140701643234029e-06 1.4960494423655254e-06 -2.5153923781379658e-06 2.005042967641265e-07 3.8304649500614253e-06 -3.7906800520204347e-06 2.1431142356661816e-06 -2.6202201003873901e-06 -7.0224998755573047e-07 1.7953336495679652e-06 -2.2461656004926898e-06 1.5124303884257298e-06 3.4572097579907027e-06 -7.9388365823590182e-08 5.2940625318158363e-06 -1.5837075169302909e-06 -2.2047432997110065e-06 4.269389312412386e-06 1.2615496189027909e-07 -2.6768418661049512e-06 3.2658480546598626e-06 -3.0995395645732063e-06 2.7793584081337032e-06 -2.7805747740750068e-06 3.5118425833283815e-06 -2.979918786588149e-06 4.8033391044038414e-07
leaf_weight=20 27 196 24 20 23 22 29 21 20 29 24 26 29 23 29 21 2198 21 36 23 20 20 20 27 25 24 32 26 22 44
leaf_count=20 27 196 24 20 23 22 29 21 20 29 24 26 29 23 29 21 2198 21 36 23 20 20 20 27 25 24 32 26 22 44
internal_value=0 1.08917e-08 -9.75876e-09 -4.72351e-07 2.52027e-08 -4.93516e-09 -1.72164e-08 2.48951e-09 -1.42855e-06 2.80811e-08 5.45625e-09 2.89085e-08 -1.03623e-09 -2.07915e-08 -1.21096e-09 1.15623e-06 -2.24029e-08 -3.99404e-08 7.61364e-07 1.76639e-06 5.90505e-07 2.19777e-06 -7.97074e-08 -5.80465e-08 -1.13353e-07 6.44506e-07 1.66288e-07 1.28409e-06 2.49215e-08 -8.9268e-07
internal_weight=0 3101 3074 216 2858 2834 2811 2789 49 2740 2711 2687 2666 2637 2614 47 2567 2538 120 84 63 40 2418 2398 2223 175 148 72 46 76
internal_count=3121 3101 3074 216 2858 2834 2811 2789 49 2740 2711 2687 2666 2637 2614 47 2567 2538 120 84 63 40 2418 2398 2223 175 148 72 46 76
is_linear=0
shrinkage=0.1


Tree=7123
num_leaves=31
num_cat=0
split_feature=481 2 481 3 2 1456 133 1456 159 1456 51 43 154 157 157 474 474 483 15 4 483 158 16 1 121 12 12 0 133 12
split_gain=4.7931e-09 3.86582e-08 1.09361e-08 6.76917e-08 7.92917e-08 6.38865e-09 3.89193e-08 2.71257e-08 1.0007e-08 9.89447e-09 8.28694e-09 1.23273e-08 7.58916e-09 1.68033e-08 8.18504e-09 9.36125e-09 9.33722e-09 6.93943e-09 2.57572e-08 4.33e-08 1.57718e-08 9.84848e-09 9.18825e-09 8.72062e-09 2.17196e-08 8.23214e-09 2.57904e-08 2.58007e-08 1.77054e-08 1.13767e-08
threshold=-0.15265499999999996 0.092120000000000021 -0.086484999999999992 -0.085784999999999986 0.085485000000000019 0.085755000000000012 0.11224500000000003 0.084805000000000019 0.097495000000000012 0.082505000000000009 -0.020454999999999997 -0.083434999999999995 0.085530000000000009 0.63604500000000008 0.39282000000000006 -0.090834999999999985 -0.072334999999999983 -0.095689999999999983 -0.066844999999999988 -0.073934999999999987 -0.088009999999999991 0.11245500000000001 -0.021269999999999997 0.16540500000000002 -0.11996 0.12757000000000002 0.11650500000000001 -0.077809999999999976 0.017095000000000003 0.11351500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 7 8 9 10 12 -7 -12 13 14 15 -4 -17 18 -18 -20 -19 23 -23 24 -22 26 29 -28 -27 -26
right_child=2 -3 5 4 -6 6 -8 -9 -10 -11 11 -13 -14 -15 -16 16 17 20 19 -21 21 22 -24 -25 25 28 27 -29 -30 -31
leaf_value=1.1181591408076738e-06 5.7952191251719009e-06 -4.4225216694826488e-06 -1.9225290288886753e-06 -5.5870229277843465e-06 3.2109185927505937e-06 -1.5184538241168155e-06 -4.431700389155278e-06 3.6918111776174101e-06 1.9318870440458894e-06 -2.2203035297252429e-06 2.1094966219455575e-06 -8.1636292558566008e-07 1.9528569805515872e-06 -2.8902479499492987e-06 1.9854971664504512e-06 2.0732072946636684e-06 -1.3032590114533144e-06 -2.8203120814396245e-06 -6.9043547910041527e-07 5.3814456218030195e-06 -3.1969621951637762e-06 -3.0678446961474041e-06 -1.6567929984982282e-07 1.8825790944561052e-06 4.1534060465613454e-08 -2.9747579966860268e-06 3.5965992786011407e-08 4.8790214061062384e-06 8.0089679089645005e-07 -1.7254808257520552e-06
leaf_weight=34 22 20 25 20 21 39 23 20 23 20 24 36 20 20 21 22 31 20 23 24 21 20 24 25 2392 27 22 22 23 37
leaf_count=34 22 20 25 20 21 39 23 20 23 20 24 36 20 20 21 22 31 20 23 24 21 20 24 25 2392 27 22 22 23 37
internal_value=0 -9.33945e-07 1.64438e-08 1.32038e-06 -1.08076e-06 -1.09023e-08 -6.58459e-07 2.19399e-08 5.28898e-08 -3.91337e-09 -3.83645e-07 3.53981e-07 1.18113e-08 -2.05828e-09 1.87275e-08 3.75213e-09 2.13727e-08 4.72189e-09 9.34278e-07 2.4101e-06 -2.28153e-08 -1.40312e-09 -1.48485e-06 2.40042e-08 5.73992e-09 3.23974e-08 5.80818e-08 2.45749e-06 -1.23796e-06 1.46178e-08
internal_weight=0 54 3067 63 41 3004 145 2859 122 2839 99 60 2819 2799 2779 2758 2733 2711 78 47 2633 2613 44 2569 2544 2523 2473 44 50 2429
internal_count=3121 54 3067 63 41 3004 145 2859 122 2839 99 60 2819 2799 2779 2758 2733 2711 78 47 2633 2613 44 2569 2544 2523 2473 44 50 2429
is_linear=0
shrinkage=0.1


Tree=7124
num_leaves=31
num_cat=0
split_feature=156 1425 1429 1429 3 1429 475 484 475 150 157 484 1429 133 133 160 484 482 482 482 3 42 123 1366 45 11 33 1 9 147
split_gain=4.99564e-09 6.51481e-09 5.13748e-09 3.12301e-08 1.90695e-08 1.31954e-08 7.91364e-09 7.00565e-09 5.25417e-08 6.28313e-08 3.04635e-08 2.40174e-08 2.35697e-08 1.95054e-08 4.06916e-08 2.01052e-08 1.60761e-08 1.30909e-08 5.59296e-08 3.67808e-08 2.09616e-08 1.74385e-08 9.23504e-09 8.59827e-09 1.22609e-08 3.17947e-08 1.30322e-08 1.16927e-08 1.58717e-08 1.1284e-08
threshold=0.32523500000000005 0.10129000000000002 -0.054654999999999988 -0.081234999999999988 -0.082404999999999992 -0.0065149999999999991 0.058495000000000012 0.085790000000000019 -0.085774999999999976 0.10874500000000002 -0.086244999999999988 0.073690000000000019 0.083715000000000026 0.090665000000000009 0.08784500000000002 -0.15400999999999995 0.058970000000000009 0.098465000000000011 0.090355000000000005 0.085330000000000017 -0.086769999999999986 0.085465000000000013 0.11679000000000002 -0.082814999999999986 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.12408500000000001 0.088235000000000022 0.097985000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 11 -9 10 -10 16 -13 14 17 -15 22 18 19 20 -12 -22 23 -7 25 -25 -27 28 29 -28
right_child=-2 -3 5 -5 -6 6 -8 8 9 -11 13 12 -14 15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=1.9907336858674777e-06 1.5371675869703595e-06 -1.6181733237772278e-06 -2.5813416368691833e-06 3.6183946307304454e-06 -1.4170238271250268e-06 1.5191122072464067e-06 1.4906795526517922e-06 -4.5260105163779054e-06 -3.9469208638326133e-06 5.3466610438590585e-06 -1.5282587144481243e-06 3.9891097357743396e-06 5.722940181106922e-08 -3.6618235299101798e-07 -4.8186933713623149e-06 4.1176950259114172e-06 -2.7722506686023691e-06 -1.9233433605829002e-06 5.2619296189959643e-06 -4.2513787753878643e-06 1.1816710370608648e-07 3.7051317655783827e-06 1.7214043979155606e-06 3.9579275517098724e-06 -2.0468707384679872e-06 -2.5259721518350054e-06 3.4959420161116139e-08 -7.833164373091361e-07 2.5977740885233897e-06 -2.2412372707301324e-06
leaf_weight=24 21 25 20 27 52 36 35 29 23 20 35 30 31 20 20 20 21 30 20 21 33 23 31 20 30 21 2170 187 24 22
leaf_count=24 21 25 20 27 52 36 35 29 23 20 35 30 31 20 20 20 21 30 20 21 33 23 31 20 30 21 2170 187 24 22
internal_value=0 -1.04079e-08 2.66334e-09 6.96981e-07 -3.4089e-07 -2.13995e-08 -4.05569e-09 -2.19905e-08 -4.84885e-07 -4.26481e-08 -4.82592e-07 2.98932e-08 1.99094e-06 -1.23675e-07 -5.6311e-07 1.87576e-06 -1.67984e-08 -3.77295e-08 3.90819e-07 -4.79022e-07 3.91522e-07 1.59138e-06 5.97391e-09 -1.52127e-08 -3.75392e-08 -1.28747e-08 -4.56371e-08 -2.39612e-08 4.01179e-08 1.21144e-08
internal_weight=0 3100 3075 103 76 2972 2952 2917 294 265 245 2623 61 222 182 40 2562 162 132 112 91 56 2541 2510 2474 2444 2424 2403 2216 2192
internal_count=3121 3100 3075 103 76 2972 2952 2917 294 265 245 2623 61 222 182 40 2562 162 132 112 91 56 2541 2510 2474 2444 2424 2403 2216 2192
is_linear=0
shrinkage=0.1


Tree=7125
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 47 1 120 52 130 9 16 33 9 13 1 16 13 51 2 1 123 15 45 48 147 147 49 151 150 42
split_gain=4.75239e-09 1.44968e-07 7.7325e-08 2.61018e-08 5.15042e-09 6.52855e-09 2.22176e-08 3.445e-08 1.2826e-08 7.24548e-09 1.17083e-08 1.01642e-08 1.27593e-08 7.00951e-09 1.84928e-08 3.98356e-08 1.29875e-08 3.34994e-08 9.20988e-09 1.1374e-08 1.61634e-08 2.78106e-08 1.02215e-08 8.86679e-09 4.05556e-08 2.99924e-08 1.46564e-08 1.29799e-08 1.04748e-08 2.7433e-08
threshold=-0.083284999999999984 0.10450500000000001 0.12679500000000002 0.089480000000000018 0.14397500000000002 0.16540500000000002 1.0000000180025095e-35 -0.049749999999999996 -0.22461999999999996 0.092890000000000014 -0.4179199999999999 -0.009184999999999997 0.086220000000000005 -0.41572999999999993 0.10684 -0.08453999999999999 -0.17933499999999997 0.081440000000000026 0.16394500000000004 0.13707500000000003 0.089155000000000012 -0.14147499999999996 0.094030000000000016 -0.072824999999999987 0.093875000000000014 0.095485000000000014 -0.0072499999999999986 -0.080384999999999984 0.11156000000000001 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 8 -8 -2 11 -11 -10 13 14 -13 -16 17 -15 19 20 22 -22 23 24 26 28 27 -18 -25 -30
right_child=2 -3 -4 -5 -6 -7 7 -9 9 10 -12 12 -14 16 15 -17 18 -19 -20 -21 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=1.636543314322538e-08 2.3934600716055012e-06 8.5648797488602218e-06 -6.2303598838298059e-06 -3.7927190820141731e-06 -1.5512591657863507e-06 1.820954450977297e-06 5.2570985861252889e-07 -5.2734065280901634e-06 -1.8927948401272132e-06 -3.5249157463113081e-07 3.0692515649377587e-06 3.3182141227489809e-06 2.538756833558864e-06 4.1805932440297514e-07 2.2322462265100101e-06 -3.33168411337035e-06 -1.7382756229267216e-06 -4.7990535040298709e-06 -1.7053562157431565e-06 1.7233481053416164e-06 -4.0828192932342339e-06 2.3484831842779389e-07 -2.1030735255904305e-06 1.0687591826837335e-07 -4.5492595327924272e-06 3.8660808665251045e-06 2.1072920305784835e-06 1.3818066452131462e-06 -4.2642379736435038e-06 1.5767728664867082e-07
leaf_weight=179 23 20 20 20 21 20 21 20 28 20 20 23 20 32 31 22 40 20 31 39 26 35 22 2210 23 21 27 20 20 47
leaf_count=179 23 20 20 20 21 20 21 20 28 20 20 23 20 32 31 22 40 20 31 39 26 35 22 2210 23 21 27 20 20 47
internal_value=0 4.4919e-07 -3.39045e-08 -3.66457e-07 9.09657e-09 2.05497e-08 7.87527e-09 -2.30313e-06 4.1715e-08 2.22371e-08 1.35838e-06 2.70994e-09 2.23017e-08 3.58506e-09 9.50283e-07 -7.73098e-08 -2.395e-08 -1.58852e-06 7.81799e-09 2.88095e-08 2.27914e-09 -1.60547e-06 4.26383e-08 6.22419e-08 -8.14827e-07 1.04225e-07 1.72437e-07 -6.98248e-07 6.95309e-08 -1.1623e-06
internal_weight=0 219 2902 199 2882 2861 2841 41 2800 2777 40 2737 2709 2689 76 53 2613 52 2561 2530 2491 61 2430 2408 110 2298 87 60 2277 67
internal_count=3121 219 2902 199 2882 2861 2841 41 2800 2777 40 2737 2709 2689 76 53 2613 52 2561 2530 2491 61 2430 2408 110 2298 87 60 2277 67
is_linear=0
shrinkage=0.1


Tree=7126
num_leaves=31
num_cat=0
split_feature=130 12 12 142 11 133 148 147 147 447 33 3 2 9 15 43 133 14 9 123 4 4 132 1 1185 132 0 130 4 4
split_gain=5.33059e-09 1.29774e-08 5.4409e-09 1.78462e-08 1.57924e-08 1.30462e-08 7.63177e-09 1.51583e-08 2.95916e-08 8.94228e-09 7.91366e-09 1.56503e-08 7.33357e-09 2.54927e-08 7.56241e-09 1.37874e-08 1.85099e-08 1.0092e-08 8.13126e-09 2.53448e-08 9.54314e-09 2.22643e-08 8.34756e-09 1.50346e-07 6.77746e-08 3.55126e-08 1.19697e-08 1.0825e-08 8.97312e-09 2.11555e-08
threshold=-0.23647499999999996 0.15754500000000002 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 0.017095000000000003 0.099425000000000013 0.097985000000000017 0.092070000000000013 0.089095000000000021 1.0000000180025095e-35 -0.0049599999999999991 -0.080614999999999978 0.092235000000000011 -0.46471999999999997 -0.074974999999999986 0.090310000000000015 -1.0000000180025095e-35 -0.013509999999999999 0.083855000000000013 0.51303500000000013 0.50500500000000004 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 -0.084999999999999978 -0.073309999999999986 0.10923000000000001 0.24564500000000003 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 7 8 9 10 12 -12 13 -6 15 16 -14 -17 19 -16 21 22 23 25 -24 26 27 -20 29 -26
right_child=1 -3 5 4 6 -7 -8 -9 -10 -11 11 -13 14 -15 18 17 -18 -19 20 -21 -22 -23 24 -25 28 -27 -28 -29 -30 -31
leaf_value=-1.6273359369733954e-06 2.7811874629697945e-06 1.925165397551609e-06 -2.7404100130468124e-06 -2.6844102080758605e-06 2.9877948208829339e-06 4.1151178528519364e-07 1.7445706296257412e-06 -2.5129209660690325e-06 3.3691160465510759e-06 -1.5642826085511205e-06 -3.3743300425825854e-06 5.8171950286123323e-07 2.5944498304397713e-06 -1.1145964411493228e-06 3.9583363002293484e-06 -3.8006954810043682e-07 -1.7078657208458026e-06 -3.3438134649983386e-06 2.2834249397132416e-07 -1.0760242328444749e-06 -2.1186367938580155e-06 2.9915816830907719e-06 -5.5821395872871196e-06 8.0258734461343319e-06 -6.8961739393704512e-08 -4.2898584010366727e-06 2.3198565854510802e-06 -2.0744668865710575e-06 -8.2385672389079458e-07 9.0345882449627982e-07
leaf_weight=20 23 35 24 22 33 29 25 24 26 37 20 20 20 28 20 20 20 27 95 20 21 25 22 24 1994 21 21 26 127 252
leaf_count=20 23 35 24 22 33 29 25 24 26 37 20 20 20 28 20 20 20 27 95 20 21 25 22 24 1994 21 21 26 127 252
internal_value=0 1.04928e-08 -1.13642e-08 6.30383e-09 -1.50414e-08 -1.01577e-06 4.74499e-09 -1.00344e-08 1.05444e-08 -1.96398e-08 3.71295e-10 -1.39631e-06 2.02105e-08 1.10473e-06 -3.8025e-09 -9.21295e-07 4.43292e-07 -2.08265e-06 2.61157e-08 1.44116e-06 4.57783e-09 2.16808e-08 -7.07499e-09 6.36403e-07 -5.73173e-08 -4.51617e-07 1.1601e-07 -2.66476e-07 -6.09688e-09 4.01433e-08
internal_weight=0 3101 3066 3013 2990 53 2968 2943 2919 2893 2856 40 2816 61 2755 87 40 47 2668 40 2628 2607 2582 187 2395 163 142 121 2373 2246
internal_count=3121 3101 3066 3013 2990 53 2968 2943 2919 2893 2856 40 2816 61 2755 87 40 47 2668 40 2628 2607 2582 187 2395 163 142 121 2373 2246
is_linear=0
shrinkage=0.1


Tree=7127
num_leaves=31
num_cat=0
split_feature=393 12 130 39 39 39 13 128 42 50 128 401 0 3 133 133 0 402 42 52 42 1209 132 131 482 129 482 133 42 0
split_gain=6.58583e-09 5.54497e-09 1.23199e-08 6.29103e-09 1.13595e-08 1.61128e-08 8.08167e-09 6.43724e-09 9.61343e-09 2.19794e-08 8.28378e-09 9.5494e-09 2.95066e-08 2.16168e-08 1.62867e-08 1.1412e-08 5.49884e-08 1.15447e-08 8.18812e-09 2.04766e-08 1.85508e-08 1.0026e-08 7.65746e-09 1.20228e-08 1.61647e-08 1.08288e-08 8.19022e-09 1.15864e-08 6.53659e-08 4.22729e-08
threshold=0.12679500000000002 0.23631000000000002 -0.22461999999999996 0.11402500000000002 0.10940500000000002 0.10508500000000001 -0.071554999999999994 0.10979500000000002 -0.09693499999999998 0.09227500000000001 0.104145 -0.13200999999999999 -0.071924999999999989 -0.078084999999999988 0.51114000000000004 0.40945500000000007 -0.068944999999999992 0.23460000000000003 0.11747 1.0000000180025095e-35 0.11551500000000002 0.10742500000000001 0.11297500000000001 0.11793000000000002 0.12191 0.080675000000000011 0.11191500000000001 0.11269500000000002 0.090990000000000015 -0.084804999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -5 10 -9 -10 11 12 13 -4 15 17 -17 18 20 -20 21 22 23 24 26 -24 27 -13 29 -29
right_child=-2 -3 3 6 -6 -7 -8 8 9 -11 -12 14 -14 -15 -16 16 -18 -19 19 -21 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=2.1242047498364833e-06 1.499956142495272e-06 -1.5609773309615381e-06 1.8790233334584627e-06 4.0348129253040752e-07 2.1649811856150339e-06 -2.8481777849265202e-06 -2.0708823368212588e-06 -2.6822937446592156e-06 2.029875588999383e-06 -2.3913167568940192e-06 1.7340414720885229e-06 -1.8584579015134499e-08 4.1944612958518112e-06 -2.279511244068999e-06 -2.2668803246972403e-06 4.1203558253133714e-06 -1.9047453698866386e-06 -1.8873618969475061e-06 5.0546987820000922e-07 -3.0877677282848616e-06 3.0560555347847185e-06 1.9914711715500743e-06 4.4993277072080672e-07 -2.4393470539507691e-06 2.8537874914036368e-06 -2.6451142900896231e-06 -1.4574111202735272e-06 -4.3836084438970088e-06 4.6240487783892826e-06 1.5723772793745201e-06
leaf_weight=27 29 23 25 22 24 20 33 22 23 22 28 2336 22 25 32 33 28 33 35 29 20 25 20 20 20 26 38 22 33 26
leaf_count=27 29 23 25 22 24 20 33 22 23 22 28 2336 22 25 32 33 28 33 35 29 20 25 20 20 20 26 38 22 33 26
internal_value=0 -1.40697e-08 -2.47671e-09 -2.13526e-08 -1.83864e-09 -1.93897e-08 -1.08114e-06 -1.65825e-10 -9.69139e-07 -1.31596e-07 2.24076e-08 5.57974e-09 1.14258e-06 -2.00244e-07 -2.39102e-08 2.24684e-09 1.35474e-06 -2.8503e-08 -5.35494e-09 -1.12272e-06 2.22982e-08 -1.34758e-09 -2.09542e-08 2.61709e-09 2.23501e-08 -1.29944e-06 -7.16565e-10 2.21855e-08 1.19798e-06 -1.15745e-06
internal_weight=0 3092 3069 3042 2987 2963 55 2943 67 45 2876 2848 72 50 2776 2744 61 2683 2650 64 2586 2566 2541 2495 2475 46 2455 2417 81 48
internal_count=3121 3092 3069 3042 2987 2963 55 2943 67 45 2876 2848 72 50 2776 2744 61 2683 2650 64 2586 2566 2541 2495 2475 46 2455 2417 81 48
is_linear=0
shrinkage=0.1


Tree=7128
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 0 12 2 1186 15 130 10 0 40 12 46 1454 1456 1446 483 483 1455 1453 51 158 1456 16 1455 47 0 47
split_gain=5.62565e-09 4.19848e-08 1.36824e-08 5.69029e-09 9.22419e-09 9.05964e-09 7.97871e-09 8.53354e-09 8.85655e-09 5.57155e-09 1.22244e-08 2.07509e-08 1.2502e-08 1.00258e-08 7.18107e-09 7.03629e-09 7.65224e-09 8.68302e-09 7.80808e-09 2.85267e-08 1.48595e-08 7.06068e-09 1.08203e-08 1.02515e-08 1.48389e-08 6.69657e-08 1.30103e-08 9.49528e-09 5.58109e-08 1.80147e-07
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.098289999999999975 -0.092089999999999991 0.11418000000000002 0.097385000000000013 -0.0046349999999999994 0.084655000000000022 -0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.13597000000000004 0.084955000000000017 0.12106000000000001 0.11510000000000002 0.111445 0.13622000000000004 0.12325000000000001 -0.14432499999999995 1.0000000180025095e-35 -0.4680149999999999 -0.46778499999999995 -0.090954999999999994 -0.014754999999999999 -0.076939999999999995 0.092165000000000011 -0.10224499999999999 0.10678000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 -6 -9 -3 11 -11 -12 14 15 16 17 18 19 20 -14 22 -22 -24 25 -25 -26 -28 29 -29
right_child=1 9 -4 4 5 -7 -8 8 -10 10 12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 26 -27 27 28 -30 -31
leaf_value=-1.5055834766591098e-06 4.4922694942648552e-06 -1.6585969524385293e-06 -2.5516105327686285e-06 2.0495877868143e-06 1.2265867676083312e-06 -1.8574820820000631e-06 1.6529635428452349e-06 1.6368852919461981e-07 -2.1778129424395354e-06 -4.649037020412618e-07 -2.4394852963333898e-06 4.0358556589126243e-06 2.0142614049392351e-06 1.6228335952243807e-06 1.2849672083618881e-06 -1.901442375356055e-06 1.4946062485636723e-06 -1.5588150918918819e-06 1.7426878730475438e-06 -3.7038097324122126e-06 2.2489120970887944e-06 -1.4030491462796597e-06 1.9842133060592459e-06 1.3580577019481631e-06 2.1671305243368503e-06 -6.0567949713599558e-06 2.5435530301233165e-08 -1.1031371664103063e-05 3.5335341690921329e-07 2.3088905250841316e-07
leaf_weight=28 21 20 28 20 26 28 27 35 30 21 21 20 36 38 42 20 33 37 25 21 21 37 25 29 27 21 2150 20 165 49
leaf_count=28 21 20 28 20 26 28 27 35 30 21 21 20 36 38 42 20 33 37 25 21 21 37 25 29 27 21 2150 20 165 49
internal_value=0 3.71658e-08 -4.8515e-07 -1.86897e-07 3.55316e-08 -2.40367e-07 1.43356e-07 -3.0455e-07 -9.17004e-07 4.65807e-09 1.62974e-08 1.73059e-06 -8.65328e-09 9.60404e-09 -1.26232e-08 -3.2689e-08 -1.88259e-08 -3.75804e-08 -1.61464e-08 -3.30517e-08 -3.17348e-09 -3.17221e-08 -1.14831e-08 -3.05774e-08 -5.10446e-08 -1.75618e-06 -1.5683e-08 -4.04044e-08 -6.45344e-07 -3.03353e-06
internal_weight=0 2899 222 194 166 146 118 91 65 2878 2858 41 2817 2796 2758 2716 2696 2663 2626 2601 2580 2544 2507 2486 2461 50 2411 2384 234 69
internal_count=3121 2899 222 194 166 146 118 91 65 2878 2858 41 2817 2796 2758 2716 2696 2663 2626 2601 2580 2544 2507 2486 2461 50 2411 2384 234 69
is_linear=0
shrinkage=0.1


Tree=7129
num_leaves=31
num_cat=0
split_feature=394 40 130 12 133 1212 1213 15 1213 1213 1213 1213 1213 1210 4 1213 12 16 1213 1213 1213 3 1213 402 16 402 12 0 12 12
split_gain=4.99546e-09 5.03416e-09 1.73458e-08 1.16899e-08 1.18332e-08 6.71537e-09 9.1554e-09 1.47513e-08 1.21632e-08 2.54923e-08 3.76332e-08 2.76527e-08 4.81815e-08 5.1147e-08 1.67499e-08 1.17687e-08 2.18305e-08 1.08263e-08 8.84488e-09 1.65566e-08 1.40407e-08 3.82188e-08 1.98223e-08 9.07361e-09 2.00296e-08 1.09985e-08 8.42267e-09 3.85311e-08 2.96483e-08 3.56991e-08
threshold=0.264685 -0.24620999999999996 -0.22699999999999995 0.13043000000000002 1.0000000180025095e-35 -0.52517999999999987 -0.24064499999999997 0.088235000000000022 -0.09411499999999999 -0.088159999999999974 -0.087049999999999975 -0.085714999999999986 -0.084134999999999988 -0.3960249999999999 -0.078629999999999992 -0.081399999999999986 0.087535000000000016 -0.08595499999999999 -0.065844999999999987 -0.077179999999999985 -0.020279999999999996 -0.077104999999999993 -0.012019999999999998 -0.45454999999999995 -0.07550999999999998 -0.41217999999999994 0.098810000000000023 0.10455500000000001 0.096525000000000014 0.096990000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 7 -7 14 -10 -11 -12 -13 -14 17 16 -15 -8 19 -17 21 -20 -22 24 -24 -25 28 -28 -27 -30
right_child=-2 2 3 4 -6 6 8 -9 9 10 11 12 13 15 -16 18 -18 -19 20 -21 22 -23 23 25 -26 26 27 -29 29 -31
leaf_value=1.5700327719514463e-06 1.4079013089940418e-06 -2.8858250505523066e-06 1.7523110890189338e-06 2.6503716367876747e-06 -1.7247755168783544e-07 3.0996571433029709e-07 9.7856699519318435e-07 -2.5148318639510665e-06 -2.7293773454013199e-06 4.2036025596254537e-06 -3.6606691364362459e-06 4.8722788392296941e-06 -4.4680314973587748e-06 -8.293938060432993e-07 -5.2052436708729672e-07 3.8653893739137859e-07 3.6440067371283174e-06 4.1529067402734654e-06 3.7232139988825083e-06 -2.8561105402273358e-06 -3.103694979515803e-06 -1.6576435055784796e-06 -7.6850473698703527e-07 -1.9801961719888918e-06 3.4520254866243294e-06 -2.6319653590201932e-08 -1.9804935200723018e-07 -4.5478079693401179e-06 5.5861881844521126e-06 7.2743775578395977e-07
leaf_weight=20 25 21 21 33 27 36 22 38 35 21 21 20 26 20 31 32 24 21 33 31 21 22 22 29 23 2068 274 22 20 62
leaf_count=20 25 21 21 33 27 36 22 38 35 21 21 20 26 20 31 32 24 21 33 31 21 22 22 29 23 2068 274 22 20 62
internal_value=0 -1.13658e-08 -2.16479e-08 -1.95966e-09 1.38009e-06 -2.96468e-08 -4.22295e-08 -1.14061e-06 -1.4202e-08 -4.73422e-08 -1.37087e-08 -4.56811e-08 -1.80656e-08 -5.39055e-08 1.2514e-06 -1.14463e-08 1.61064e-06 2.52883e-06 -3.82879e-08 -1.20905e-06 -9.87571e-09 1.57087e-06 -4.4091e-08 -1.85943e-08 1.38866e-06 -4.41807e-08 -2.12271e-08 -5.21342e-07 4.7626e-08 1.9125e-06
internal_weight=0 3096 3076 3055 60 2995 2974 74 2900 2826 2791 2770 2749 2729 74 2703 44 43 2659 63 2596 55 2541 2520 45 2475 2446 296 2150 82
internal_count=3121 3096 3076 3055 60 2995 2974 74 2900 2826 2791 2770 2749 2729 74 2703 44 43 2659 63 2596 55 2541 2520 45 2475 2446 296 2150 82
is_linear=0
shrinkage=0.1


Tree=7130
num_leaves=31
num_cat=0
split_feature=402 401 132 1185 15 1186 1213 130 12 2 399 132 47 1 121 33 106 34 34 9 47 47 0 15 47 3 16 1 0 1
split_gain=5.97997e-09 8.55295e-09 6.13624e-09 3.18161e-08 1.2467e-08 1.09134e-08 7.11251e-09 6.96262e-09 1.02535e-08 9.16904e-09 1.36926e-08 8.21649e-09 5.11414e-09 5.78142e-09 2.1137e-08 6.78137e-09 6.15322e-09 1.6209e-08 1.4411e-08 1.40812e-08 7.34473e-09 1.16297e-07 5.02617e-08 1.39413e-07 3.35659e-08 1.36759e-08 9.42781e-09 9.35316e-09 1.18353e-08 1.44883e-08
threshold=0.31278000000000006 0.13699500000000003 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.086260000000000017 0.096010000000000012 0.11149500000000002 0.10136500000000002 0.08764000000000001 -0.1075 0.14397500000000002 0.16540500000000002 -0.11996 -0.044254999999999996 0.089100000000000026 -0.08786999999999999 -0.084564999999999987 -0.013509999999999999 0.094160000000000008 0.090920000000000015 -0.10151999999999999 -0.11713499999999999 0.097970000000000015 0.097915000000000016 -0.073404999999999984 0.11751000000000002 -0.070499999999999993 0.090740000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 9 -9 10 11 -1 13 14 -5 -16 17 -17 -19 -20 21 -21 23 25 -24 -22 -26 28 29 -28
right_child=-2 -3 3 12 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 15 16 -18 18 19 20 22 -23 24 -25 26 -27 27 -29 -30 -31
leaf_value=-1.0601613212202211e-08 1.6817974981330779e-06 -1.9761104299091544e-06 3.9195903463266973e-06 -3.2269491222791656e-06 -2.7666476037004695e-06 -2.4088527598429386e-06 1.6028254208322323e-06 -7.6087675523695001e-07 2.4028825393091194e-06 -2.6038969398811677e-06 1.2025987923667153e-06 -2.5496533217287485e-06 -1.5419065156103379e-06 1.7186078414965781e-06 1.8258501854905352e-06 2.8727088181312868e-06 -1.5397059125916713e-06 -2.4771018665294673e-06 2.0294014211685866e-06 2.2552878261238485e-08 -1.5651052133482434e-06 -7.2817388792662489e-06 -4.0331537684840605e-06 9.8498411909986322e-06 2.0523219911245347e-06 1.5933384000571347e-06 5.4976378517527085e-07 -1.4691116318132914e-06 2.1773689418033921e-06 -2.5302338187993018e-06
leaf_weight=25 21 22 21 20 22 21 24 20 21 20 38 26 21 20 21 20 25 23 35 2371 26 22 22 20 22 29 56 40 26 21
leaf_count=25 21 22 21 20 22 21 24 20 21 20 38 26 21 20 21 20 25 23 35 2371 26 22 22 20 22 29 56 40 26 21
internal_value=0 -1.13936e-08 2.64921e-09 4.15347e-08 -5.1003e-07 -2.55437e-07 4.45745e-09 -2.51281e-07 8.59585e-07 -6.6913e-07 -2.34351e-07 -1.30502e-06 1.2859e-08 2.44411e-08 1.23356e-08 3.56482e-08 2.20172e-08 3.6303e-08 1.53933e-08 3.67046e-08 1.04355e-08 -4.4599e-08 5.13098e-07 2.70015e-06 -3.6406e-07 1.00256e-07 1.25152e-07 -1.71336e-07 3.32655e-07 -2.90236e-07
internal_weight=0 3100 3078 2861 217 195 174 150 41 109 89 51 2840 2819 2799 2779 2758 2733 2713 2690 2655 2393 262 75 187 55 165 143 103 77
internal_count=3121 3100 3078 2861 217 195 174 150 41 109 89 51 2840 2819 2799 2779 2758 2733 2713 2690 2655 2393 262 75 187 55 165 143 103 77
is_linear=0
shrinkage=0.1


Tree=7131
num_leaves=31
num_cat=0
split_feature=402 1212 401 401 2 1212 0 133 1209 1209 1210 0 1208 1212 43 42 1212 402 403 1212 13 13 1211 481 403 2 43 15 133 133
split_gain=4.84378e-09 7.08245e-09 7.85872e-09 6.27993e-09 4.96817e-08 1.54617e-07 1.14398e-07 5.87861e-08 9.89479e-09 1.16664e-08 6.32037e-09 2.08833e-08 1.1761e-08 5.60041e-09 4.85608e-08 4.31321e-08 3.17091e-08 6.98327e-09 1.51233e-08 1.18311e-08 1.61942e-08 3.48142e-08 1.51298e-08 9.39279e-09 4.71101e-08 4.51533e-08 1.37733e-07 1.70566e-08 7.71514e-09 4.21224e-08
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 0.10022000000000002 0.084715000000000013 -0.089544999999999986 -0.086554999999999979 -0.13941499999999998 -0.087714999999999987 -0.065739999999999979 0.0028200000000000005 -0.069954999999999976 0.098500000000000018 -0.073259999999999978 0.0034250000000000005 0.081660000000000024 -0.009474999999999999 -0.46267499999999995 -0.43370499999999995 0.10083000000000002 -0.084319999999999992 -0.020934999999999999 0.09030500000000001 -0.087424999999999989 -0.54631999999999992 0.092875000000000013 -0.077604999999999993 -0.010414999999999999 0.089200000000000015 0.090665000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 6 -6 -5 -7 -1 -10 12 -12 13 14 15 -11 -15 18 -18 22 -21 -22 23 25 -25 26 27 -19 -26 -30
right_child=-2 -3 -4 4 5 7 -8 -9 9 10 11 -13 -14 16 -16 -17 17 19 -20 20 21 -23 -24 24 28 -27 -28 -29 29 -31
leaf_value=1.9594602095961681e-06 1.5136178089527503e-06 -1.8404866782110016e-06 1.8047100221944373e-06 -8.5244757676925716e-06 7.5467922404944446e-06 1.0522342315446374e-06 7.2999774403115225e-07 -6.4386953795292357e-06 -1.8989040498240685e-06 -1.7600805492856169e-06 -3.0186640383698059e-07 3.6725976860907397e-06 -2.4167391438822961e-06 3.2205150707722494e-06 -3.6392329005795935e-06 4.6491472901488164e-06 -7.4308805324108114e-07 -4.6866653444036883e-07 3.0168324389270985e-06 9.3858277607607848e-07 -5.4516994755715589e-06 -4.5415771249617649e-07 2.2194613664748517e-06 4.7511504416910438e-06 7.8087143622417325e-08 3.0154143907814369e-06 -7.6888553711082095e-06 3.3843270102806858e-06 -2.8472775128799791e-06 7.4885056306658134e-09
leaf_weight=26 21 21 24 22 24 22 34 20 32 21 39 20 20 31 34 21 20 27 23 27 20 46 31 21 1971 22 28 20 60 373
leaf_count=26 21 21 24 22 24 22 34 20 32 21 39 20 20 31 34 21 20 27 23 27 20 46 31 21 1971 22 28 20 60 373
internal_value=0 -1.02549e-08 2.22799e-09 -1.19323e-08 -7.1492e-07 1.14391e-06 -2.90569e-06 -2.51488e-06 1.7309e-08 -6.14823e-11 2.10735e-08 1.04541e-06 -3.88126e-10 1.68962e-08 -8.29783e-07 1.44453e-06 4.05534e-08 3.89341e-09 1.26803e-06 -1.665e-08 -1.12455e-06 -1.96856e-06 2.37084e-08 -3.28145e-09 3.53157e-08 -9.68209e-07 -2.13674e-06 1.17091e-06 -5.87923e-09 -3.88091e-07
internal_weight=0 3100 3079 3055 122 66 56 42 2933 2907 2875 59 2816 2796 76 42 2720 2689 43 2646 93 66 2553 2522 2425 97 75 47 2404 433
internal_count=3121 3100 3079 3055 122 66 56 42 2933 2907 2875 59 2816 2796 76 42 2720 2689 43 2646 93 66 2553 2522 2425 97 75 47 2404 433
is_linear=0
shrinkage=0.1


Tree=7132
num_leaves=31
num_cat=0
split_feature=1212 401 1212 402 401 16 4 402 1209 1209 1210 1208 1209 0 1210 130 403 484 481 50 13 15 1213 42 132 400 4 13 2 12
split_gain=4.9333e-09 7.70635e-09 6.87734e-09 1.10451e-08 6.70042e-09 4.55094e-08 5.19205e-08 8.16618e-08 1.0871e-08 9.43189e-09 6.24833e-09 9.57837e-09 7.59872e-09 2.2631e-08 8.79639e-09 6.37223e-08 7.57346e-09 5.08154e-08 9.93663e-08 4.82051e-08 2.39834e-08 2.22787e-08 1.55254e-08 1.4218e-08 1.05061e-08 1.7194e-07 1.6795e-07 2.09912e-08 2.25744e-08 4.04913e-08
threshold=-0.53159999999999996 0.13729500000000003 0.15049500000000002 0.13628000000000004 0.10022000000000002 -0.092484999999999984 -0.083439999999999986 0.10999000000000002 -0.087714999999999987 -0.065739999999999979 -0.090009999999999993 0.11846000000000001 0.088200000000000014 -0.068189999999999987 -0.063274999999999984 0.084580000000000016 -0.084339999999999984 -0.081614999999999979 -0.081614999999999979 0.090805000000000011 -0.080519999999999994 0.092400000000000024 0.086260000000000017 -0.079539999999999986 -0.083284999999999984 -0.079519999999999993 -0.082109999999999975 0.056795000000000005 0.10497000000000002 0.091930000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -6 -7 -8 -2 -10 -11 12 14 -14 15 -12 17 -16 -19 20 -20 22 -22 -24 26 -26 -18 28 29 -28
right_child=1 -3 -4 -5 5 6 7 -9 9 10 11 -13 13 -15 16 -17 24 18 19 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-1.5655215821652748e-06 2.2296441763749251e-06 1.8337517165333418e-06 -1.765272710423977e-06 1.7033917099764185e-06 -4.3200189658684258e-06 -3.8149013835209186e-06 7.1786586551070286e-06 -1.0172791330513711e-06 -1.7090135642661155e-06 -1.2737361528805295e-06 4.922074259638976e-06 2.1619879871217389e-06 7.2812003912242137e-08 -3.855320644561289e-06 -4.1433831980115927e-06 -2.7207058315070756e-06 9.2584405999218697e-06 7.1474530871099622e-06 -2.636749731349857e-06 4.1408561833318815e-06 -7.3482590944422559e-07 3.4022031906033591e-06 3.1086815764543498e-06 -1.1114914748588945e-07 -9.0939868457661804e-06 -2.9785134645426447e-09 -6.4365294936881887e-07 1.5188344131900068e-06 1.1966934063626209e-06 -6.255534949559661e-06
leaf_weight=20 22 23 22 38 27 20 20 31 32 37 24 21 55 20 22 20 20 23 34 29 125 20 24 32 21 2232 36 30 21 20
leaf_count=20 22 23 22 38 27 20 20 31 32 37 24 21 55 20 22 20 20 23 34 29 125 20 24 32 21 2232 36 30 21 20
internal_value=0 1.00917e-08 -3.53535e-09 9.14732e-09 -1.21851e-08 -8.25521e-07 5.03373e-07 2.19681e-06 1.51118e-08 -1.69974e-09 1.73631e-08 3.42491e-08 1.83366e-08 -9.7469e-07 4.55876e-08 1.44808e-06 2.26386e-08 4.88397e-07 8.43447e-07 2.94234e-07 -1.80456e-07 2.35037e-07 -1.14926e-07 1.26878e-06 -3.78318e-08 -8.77149e-08 8.47104e-07 -7.25109e-07 -1.59937e-06 -2.6479e-06
internal_weight=0 3101 3078 3056 3018 98 71 51 2920 2898 2866 2829 2808 75 2733 44 2689 309 287 264 235 201 181 56 2380 2253 127 107 77 56
internal_count=3121 3101 3078 3056 3018 98 71 51 2920 2898 2866 2829 2808 75 2733 44 2689 309 287 264 235 201 181 56 2380 2253 127 107 77 56
is_linear=0
shrinkage=0.1


Tree=7133
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 1212 1212 401 1212 3 1212 401 2 399 16 400 1185 1186 401 1212 402 402 401 43 391 130 402 402 1213 3 403
split_gain=6.21365e-09 8.76399e-09 6.26428e-09 9.87424e-09 1.38106e-08 1.4936e-08 4.0419e-08 3.97731e-08 9.21857e-09 7.91166e-09 3.36973e-08 2.23541e-08 6.24224e-09 1.90656e-08 9.14977e-09 7.57462e-09 5.76236e-09 5.41119e-09 2.41238e-08 1.21302e-08 6.13692e-08 5.50609e-09 6.04916e-08 1.76758e-08 1.13736e-08 1.08433e-08 9.26181e-09 8.54569e-09 3.51061e-08 1.02749e-08
threshold=0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.094304999999999986 -0.41556999999999994 -0.092474999999999988 0.092675000000000021 -0.087764999999999996 -0.078934999999999991 -0.009474999999999999 -0.099524999999999988 0.083865000000000009 0.093190000000000009 -0.07550999999999998 0.11379500000000002 -0.093764999999999987 -0.10142499999999997 -0.078179999999999986 0.11579500000000002 -0.45454999999999995 -0.40883999999999993 0.10632500000000002 -0.0098449999999999979 -0.087114999999999984 0.13302000000000003 0.11174500000000002 0.099740000000000009 0.10336000000000002 -0.082039999999999988 -0.090774999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -6 -7 -5 10 -9 -12 15 14 -14 -11 -17 18 -18 -19 -21 23 -23 -22 25 26 27 29 -29 -25
right_child=-2 -3 -4 4 5 7 -8 9 -10 12 11 -13 13 -15 -16 16 17 19 -20 20 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=2.2253873203226252e-06 -1.7569611175360932e-06 1.8395845185199716e-06 -1.3744882993926171e-06 -3.5737998393869931e-07 -3.3447377195017231e-07 -3.6943283299510301e-06 5.0019132159336138e-06 -2.0434085854503792e-06 -3.131456101666276e-06 -1.9128577551306253e-06 3.6811765539823684e-07 4.9874247203909114e-06 1.0602147186647119e-06 3.4551859395529998e-06 -1.7229203855268204e-06 1.6437461995554347e-06 3.2191143127420221e-06 2.0700491046665306e-06 -1.1315060659783808e-06 -5.5786591474316088e-06 -2.9279010347982833e-06 4.810688201557597e-06 -2.1106458007125185e-06 7.8004900948947689e-07 2.3605799185588695e-06 -2.1058351121610033e-06 1.5161519501979901e-06 -4.0889979402436438e-06 1.214760134014516e-06 -6.4265240671248753e-08
leaf_weight=20 20 26 33 25 40 29 22 22 23 21 20 22 27 21 21 21 25 27 26 20 21 23 28 154 20 25 39 24 26 2250
leaf_count=20 20 26 33 25 40 29 22 22 23 21 20 22 27 21 21 21 25 27 26 20 21 23 28 154 20 25 39 24 26 2250
internal_value=0 1.13331e-08 -4.12524e-09 1.07406e-08 -3.9162e-09 2.32425e-08 1.55908e-06 -9.45738e-09 -1.68662e-06 2.76086e-08 1.12704e-06 2.78775e-06 2.64807e-09 9.42078e-07 -1.57407e-07 -2.09231e-08 -6.3644e-09 -1.91607e-08 1.00115e-06 -3.87451e-08 -6.03944e-08 -1.81088e-08 1.01074e-06 -3.86134e-08 -1.47068e-08 -3.35732e-08 -1.27924e-08 -3.7091e-08 -1.33104e-06 -1.01786e-08
internal_weight=0 3101 3075 3042 3022 2974 62 2912 48 2883 64 42 2819 69 48 2750 2729 2708 51 2657 2630 2610 51 2559 2538 2518 2493 2454 50 2404
internal_count=3121 3101 3075 3042 3022 2974 62 2912 48 2883 64 42 2819 69 48 2750 2729 2708 51 2657 2630 2610 51 2559 2538 2518 2493 2454 50 2404
is_linear=0
shrinkage=0.1


Tree=7134
num_leaves=31
num_cat=0
split_feature=401 1212 132 132 1203 394 394 1176 394 1186 1208 1209 1208 1208 128 16 129 129 129 43 129 3 15 41 41 41 128 42 33 1
split_gain=5.6874e-09 7.00148e-09 5.31272e-09 3.02017e-08 1.05383e-08 5.12152e-09 1.59588e-08 1.80994e-08 6.43142e-09 2.0482e-08 5.04149e-09 8.31128e-09 8.66402e-09 1.87892e-08 5.90438e-09 1.80991e-08 1.72751e-08 6.27649e-09 1.94887e-08 1.37301e-08 9.6715e-09 2.23011e-08 1.88079e-08 1.31106e-08 2.27971e-08 2.26001e-08 7.80715e-09 1.33185e-08 7.83888e-09 1.14367e-08
threshold=0.13837000000000002 0.15358000000000002 -0.083174999999999985 -0.050879999999999988 0.088820000000000024 -0.10499499999999999 -0.09139499999999999 1.0000000180025095e-35 1.0000000180025095e-35 -0.085584999999999981 0.12461500000000002 0.11495000000000001 0.10233500000000001 0.086590000000000014 0.10773500000000001 -0.073404999999999984 0.107395 0.093420000000000017 0.090540000000000023 -0.084359999999999991 0.084115000000000009 -0.094874999999999987 -0.069954999999999989 0.088520000000000015 0.082735000000000017 0.095655000000000018 0.088305000000000008 -0.085874999999999993 -0.009184999999999997 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 -7 8 10 -10 11 12 13 14 16 -16 17 18 20 -19 23 -22 -23 24 26 -25 28 -28 -8 -30
right_child=-2 -3 3 5 -6 6 7 -9 9 -11 -12 -13 -14 -15 15 -17 -18 19 -20 -21 21 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=-2.1010686087460534e-07 -1.6401304622247284e-06 1.830861066039125e-06 3.3635862043750139e-06 -1.1656371841612587e-06 -2.2888674517876746e-06 2.7649769479120598e-06 -1.9188750186350221e-06 -2.8590222221034562e-06 3.5032497895112359e-06 -6.9567668149899809e-07 -1.5812605079190689e-06 1.9939442127213713e-06 1.9730024684411712e-06 -3.0731744334389075e-06 3.0788385587406405e-06 -1.0343989753636151e-06 -2.943380102351512e-06 -6.2419547969605864e-07 -2.7960404170244148e-06 2.3181500159807915e-06 3.2969116256057974e-06 1.6123641922642189e-06 -2.5398159063172445e-06 -3.7651301736332247e-06 3.1435397080831936e-06 3.714729960587907e-07 -3.1468958143575167e-06 4.5885401959822049e-07 -1.4712015122410692e-07 3.2087027514721944e-07
leaf_weight=189 21 21 27 37 28 21 21 22 21 26 20 21 22 20 23 20 20 29 25 35 29 24 20 25 23 28 21 20 1444 818
leaf_count=189 21 21 27 37 28 21 21 22 21 26 20 21 22 20 23 20 20 29 25 35 29 24 20 25 23 28 21 20 1444 818
internal_value=0 1.11215e-08 -1.28988e-09 3.48801e-08 -4.78334e-07 3.17817e-09 1.86343e-08 -2.1339e-09 2.06797e-08 1.18044e-06 5.50961e-10 1.23204e-08 -3.28295e-09 -1.97209e-08 3.54355e-09 1.1657e-06 -1.58108e-08 7.04298e-09 -1.80102e-08 9.849e-07 1.00734e-08 1.14398e-06 -2.7499e-07 -2.44164e-08 1.07063e-08 -1.57975e-06 -2.02985e-08 -1.38799e-06 4.26369e-09 2.21178e-08
internal_weight=0 3100 3079 2862 217 2835 2798 2777 2755 47 2708 2688 2667 2645 2625 43 2582 2562 2498 64 2473 73 44 2400 2347 53 2324 41 2283 2262
internal_count=3121 3100 3079 2862 217 2835 2798 2777 2755 47 2708 2688 2667 2645 2625 43 2582 2562 2498 64 2473 73 44 2400 2347 53 2324 41 2283 2262
is_linear=0
shrinkage=0.1


Tree=7135
num_leaves=31
num_cat=0
split_feature=96 34 9 1 120 1 9 10 9 15 9 3 4 3 12 3 51 1 1 160 160 2 1 2 48 2 15 13 150 123
split_gain=5.10449e-09 5.68586e-09 1.13617e-08 9.87531e-09 1.89337e-08 1.4298e-08 9.32864e-09 1.41721e-08 1.38187e-08 9.07314e-09 6.93129e-09 7.02661e-09 2.60249e-08 2.47167e-08 7.63054e-08 2.93969e-08 1.9294e-08 2.62356e-08 4.2446e-08 3.64479e-08 4.08071e-08 3.10721e-08 1.18144e-07 5.10282e-08 3.64184e-08 2.54853e-08 2.05035e-08 1.6124e-08 1.52291e-08 2.32136e-08
threshold=0.090365000000000015 -0.097449999999999981 -0.092939999999999981 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 0.092890000000000014 0.053330000000000009 0.086220000000000005 -0.56020999999999987 -0.013509999999999999 0.0051600000000000005 0.50822500000000004 -0.0096849999999999974 -0.064509999999999984 -0.013929999999999998 -0.14283999999999999 0.081315000000000012 0.086105000000000015 0.098320000000000005 0.069910000000000014 0.10644500000000001 0.10920500000000001 0.10222000000000002 0.09111000000000001 0.097220000000000015 -0.097454999999999986 -0.16152999999999998 0.084335000000000007 0.087260000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 9 -4 -11 13 16 15 28 27 25 -18 -19 20 21 23 -23 -20 -24 -13 -26 -12 29 -15
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 10 11 12 -14 14 -16 -17 17 18 19 -21 -22 22 24 -25 26 -27 -28 -29 -30 -31
leaf_value=1.2778769489939026e-06 -1.5538236486431094e-06 -2.2181774155520229e-06 -2.0835318298936945e-06 2.1738238539607364e-06 -2.1913240651918805e-06 2.5663056135272202e-06 1.60744986664617e-06 -2.6650188875976257e-06 2.5620131141511684e-06 1.4219655530964434e-06 -2.8115202158438653e-06 -1.611255589233968e-07 3.6474368846978429e-06 2.5581372938177084e-06 -7.1416747766761556e-06 2.9526568899503522e-06 1.8856351953321463e-06 -4.196037846375995e-06 4.0323976328239802e-08 3.5324659002071716e-06 -4.802837747774902e-06 6.6026190081304647e-06 -3.1887736703969208e-06 -5.9905286695993717e-06 -1.4614502301161079e-06 4.7710995261240896e-06 2.6414487432044425e-06 -2.7953539968962948e-08 -2.3935566984974964e-06 -1.5242892977504689e-06
leaf_weight=35 21 23 21 21 39 22 36 20 21 34 21 22 23 30 20 33 55 28 47 25 20 28 38 20 21 20 29 2299 23 26
leaf_count=35 21 23 21 21 39 22 36 20 21 34 21 22 23 30 20 33 55 28 47 25 20 28 38 20 21 20 29 2299 23 26
internal_value=0 1.05212e-08 -3.95102e-09 1.27903e-08 -2.23175e-09 2.63982e-08 7.52054e-09 -1.21776e-08 6.09263e-09 -1.25249e-08 2.67117e-09 -1.43925e-08 3.88139e-07 -7.61183e-08 -1.62397e-06 -1.09942e-08 1.75777e-07 -9.59102e-08 -5.21633e-07 -7.03902e-08 -5.14092e-07 -4.53763e-08 9.44927e-07 -1.75993e-06 -8.55248e-07 2.18755e-06 9.18231e-07 -5.31496e-08 -2.27079e-07 6.62725e-07
internal_weight=0 3100 3065 3042 3021 2982 2960 2924 2904 2883 2862 2828 376 2452 99 2353 353 311 256 228 203 183 116 67 88 42 50 2320 79 56
internal_count=3121 3100 3065 3042 3021 2982 2960 2924 2904 2883 2862 2828 376 2452 99 2353 353 311 256 228 203 183 116 67 88 42 50 2320 79 56
is_linear=0
shrinkage=0.1


Tree=7136
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 12 400 1186 129 133 43 4 1184 3 42 133 4 11 2 11 1 11 11 11 41 33 16 16 16 43
split_gain=5.18364e-09 1.44914e-07 8.45724e-08 2.3112e-08 7.30823e-09 1.85952e-08 2.25845e-08 5.7291e-09 8.9887e-09 8.08934e-09 3.19311e-08 2.11799e-08 2.01639e-08 1.70227e-08 1.3302e-08 9.15759e-09 1.20595e-08 7.74772e-09 2.94397e-08 1.12196e-08 1.8228e-08 1.57128e-08 1.02601e-08 1.09068e-08 1.23e-08 2.41826e-08 9.08533e-09 9.49296e-08 3.48356e-08 2.24739e-08
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.079429999999999987 0.087535000000000016 -0.076444999999999985 -0.091099999999999987 -0.082304999999999975 -0.14757499999999998 -0.011244999999999998 -0.079329999999999984 0.089075000000000015 -0.082234999999999989 -0.05332499999999999 -0.24098999999999995 0.23246000000000003 0.096435000000000007 0.11093500000000002 0.088710000000000011 0.107145 0.086595000000000019 0.083010000000000014 0.080320000000000016 0.088520000000000015 -0.0066799999999999993 -0.092484999999999984 -0.094359999999999986 -0.091114999999999988 -0.24021999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 -6 -9 10 -10 13 17 -12 -13 16 -16 19 -19 21 -21 22 23 24 25 -11 27 29 -28 -27
right_child=2 -3 4 -5 7 6 -8 8 9 12 11 14 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-4.5993432319267992e-08 -6.2120140806986135e-06 7.9784091326473579e-06 -1.5098938649771299e-06 -3.6333538298549683e-06 -1.6992719133668288e-06 4.5698371260576618e-06 1.6065992685281136e-07 1.7819892387852372e-06 -4.1483141678757262e-06 2.9731502831122339e-06 -1.4328518050687168e-07 -3.2658687155162624e-06 3.1888709008853768e-06 3.6362382822765293e-06 1.3943596268045195e-06 -1.9702783578605492e-06 -1.5215621992272487e-06 2.8899284043543755e-06 -1.8213949574817977e-06 -3.7232273046226642e-06 4.950670353309761e-07 2.4966793739622517e-06 -2.1729409147817271e-06 2.1176035536048704e-06 -2.3262457785755903e-06 3.1110682963723471e-06 3.8585093221854555e-06 -6.171706590302401e-06 2.2728524439385952e-08 -2.2557944943869512e-07
leaf_weight=176 22 23 20 20 20 21 26 28 23 27 26 20 20 22 37 26 23 36 21 21 20 25 22 24 23 21 24 27 1756 521
leaf_count=176 22 23 20 20 20 21 26 28 23 27 26 20 20 22 37 26 23 36 21 21 20 25 22 24 23 21 24 27 1756 521
internal_value=0 4.69139e-07 -3.53985e-08 -4.12051e-07 1.17839e-08 1.04397e-06 2.13072e-06 -1.28006e-08 -7.24193e-10 -1.8777e-08 -6.72817e-07 -1.53749e-07 2.59545e-08 1.589e-06 -9.42917e-07 -4.02696e-07 2.7659e-07 1.3212e-09 1.15418e-06 -2.48488e-08 -1.66552e-06 2.38508e-09 -2.3119e-08 -3.59931e-09 -2.48202e-08 -2.54207e-09 -3.67454e-08 -3.84588e-07 7.44469e-08 -9.62997e-08
internal_weight=0 219 2902 196 2880 67 47 2813 2793 2765 177 154 2588 48 106 86 60 2568 57 2511 41 2470 2445 2423 2399 2376 2349 569 1780 542
internal_count=3121 219 2902 196 2880 67 47 2813 2793 2765 177 154 2588 48 106 86 60 2568 57 2511 41 2470 2445 2423 2399 2376 2349 569 1780 542
is_linear=0
shrinkage=0.1


Tree=7137
num_leaves=31
num_cat=0
split_feature=421 9 12 33 9 149 34 11 45 45 1429 156 11 12 475 11 11 43 43 52 1210 51 403 1212 1 12 132 399 1211 132
split_gain=5.36493e-09 7.67371e-09 1.38909e-08 1.37689e-08 8.67014e-09 7.3749e-09 6.53277e-09 2.1207e-08 5.10074e-09 9.76755e-09 9.39159e-09 1.74255e-08 7.68197e-09 2.4239e-08 1.33826e-08 7.01327e-09 1.38856e-08 5.7998e-09 2.36713e-08 3.70734e-08 3.69345e-08 2.12802e-08 1.26428e-08 1.32489e-08 1.19006e-08 2.42408e-08 1.17062e-08 1.64325e-07 8.27782e-08 2.42244e-08
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.015429999999999998 -0.009184999999999997 0.086220000000000005 0.10096000000000001 -0.08786999999999999 -1.0000000180025095e-35 0.084355000000000013 0.116775 -0.23752499999999996 0.32523500000000005 0.095720000000000013 0.10408500000000002 0.093020000000000005 0.088065000000000018 0.08326500000000002 0.084740000000000024 0.055925000000000009 0.10744000000000002 0.258635 0.035765000000000012 -0.014954999999999998 0.058525000000000008 0.094220000000000012 0.087995000000000004 -0.083284999999999984 0.09141500000000001 0.11048500000000001 -0.050879999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5 -8 10 -10 -9 12 14 -14 15 16 17 18 20 24 26 22 -19 -24 25 -20 27 -12 29 -28
right_child=1 2 -4 4 -6 -7 7 8 9 -11 11 -13 13 -15 -16 -17 -18 21 19 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-1.6325721196608359e-06 -2.2159148962990523e-06 -5.7138181329632753e-07 2.9503475010036103e-06 1.8127403479084593e-06 2.0870416392426708e-06 -1.8261527142985043e-06 -3.2459629699133079e-06 -2.1543260959333568e-06 2.5136720765935343e-06 -4.6927478663184006e-07 -8.2496906863773562e-07 2.9616313403835195e-06 -3.9137085087759265e-06 6.4439135891396816e-07 2.3722862124486713e-06 -1.5739017600578465e-06 2.0557302556853481e-06 -2.2692000850218128e-06 1.8681603814516366e-06 5.2043201621514033e-06 -4.2978674218829838e-06 -2.6054963007901771e-06 -1.041675629229342e-07 2.536814844504642e-06 2.4455480471596319e-06 -2.723023145340844e-06 3.3482617389133587e-06 9.2167276829968617e-06 -4.7877454136369131e-06 1.3195882671107334e-08
leaf_weight=20 28 21 24 20 20 22 20 20 23 21 88 20 20 28 24 28 33 24 23 22 20 39 199 21 21 23 22 20 36 2171
leaf_count=20 28 21 24 20 20 22 20 20 23 21 88 20 20 28 24 28 33 24 23 22 20 39 199 21 21 23 22 20 36 2171
internal_value=0 1.05235e-08 1.30687e-06 -8.5654e-09 1.1846e-08 -1.95182e-09 1.14884e-08 -6.5763e-10 2.13743e-08 1.08999e-06 5.17196e-09 2.01581e-08 -3.97297e-10 -1.25482e-06 2.10001e-08 7.73935e-10 1.67373e-08 -7.91886e-09 4.16684e-08 1.64258e-06 -1.87819e-08 -4.36507e-07 -8.98239e-08 1.47926e-07 4.73055e-07 -4.27431e-07 1.78385e-08 1.0346e-06 -3.14261e-08 4.6653e-08
internal_weight=0 3101 45 3056 3028 3008 2986 2966 2946 44 2902 2882 2862 48 2814 2790 2762 2729 2446 89 2357 283 244 220 67 46 2337 108 2229 2193
internal_count=3121 3101 45 3056 3028 3008 2986 2966 2946 44 2902 2882 2862 48 2814 2790 2762 2729 2446 89 2357 283 244 220 67 46 2337 108 2229 2193
is_linear=0
shrinkage=0.1


Tree=7138
num_leaves=31
num_cat=0
split_feature=12 130 39 42 51 129 1185 1182 132 1203 132 390 1185 394 39 9 11 33 393 1 47 9 3 2 47 47 1 1 52 47
split_gain=5.14752e-09 1.23462e-08 6.13276e-09 1.13372e-08 5.72406e-09 5.45057e-09 1.27911e-08 8.15883e-09 6.45207e-09 2.55276e-08 2.32798e-08 8.19376e-09 7.46031e-09 7.0037e-09 7.33131e-09 2.01366e-08 1.8764e-08 8.12238e-09 7.86546e-09 7.36095e-09 9.78623e-09 9.75e-08 5.49302e-08 2.00348e-07 1.62009e-08 1.37688e-08 1.03898e-08 2.31088e-08 8.63982e-09 1.69435e-08
threshold=0.23631000000000002 -0.22461999999999996 0.11365500000000002 -0.23108499999999998 -1.0000000180025095e-35 0.11266500000000002 0.093750000000000014 0.086460000000000009 -0.083449999999999983 0.089480000000000018 -0.076764999999999986 0.088565000000000019 0.086265000000000022 -0.089309999999999987 -1.0000000180025095e-35 0.092235000000000011 -1.0000000180025095e-35 -0.009184999999999997 0.092975000000000016 0.14627000000000004 0.094160000000000008 0.081890000000000004 -0.0049599999999999991 0.10402500000000002 0.098400000000000015 0.09055500000000001 0.13756000000000004 0.13265500000000002 -0.0027449999999999996 0.10843500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 8 9 -5 -10 12 13 -12 -15 16 -16 -18 19 20 21 25 24 -24 -22 26 27 -19 -26 -30
right_child=-2 2 4 5 -6 -7 -8 -9 10 -11 11 -13 -14 14 15 -17 17 18 -20 -21 22 -23 23 -25 28 -27 -28 -29 29 -31
leaf_value=2.1401066971049187e-06 -1.4904892554034673e-06 2.2236492216250001e-06 -2.3955334154379672e-06 -1.5999251755798668e-07 -3.0547135272746872e-07 1.4093306339822853e-06 -2.4771791556434309e-06 -1.9189425100566125e-06 3.2228545676290475e-06 -3.9207983513733783e-06 -1.3737033266290775e-06 1.7611293234541269e-06 1.5783284137190397e-06 1.3726201420019071e-06 3.0768703584271862e-06 -2.2637493925569102e-06 -1.8291654441782157e-06 5.9301060310330355e-09 1.8600334758799442e-06 -1.5290499145374916e-06 -2.7638657601611076e-06 -6.6697271471127809e-06 1.083802238729897e-05 -1.2125231650488051e-06 -5.1425566130575961e-07 2.4550265072034365e-06 1.7038286588493588e-06 -2.8366930174452766e-06 2.7124036225153936e-06 -3.5451265365165543e-07
leaf_weight=27 23 23 20 185 38 27 21 22 23 20 37 27 30 39 20 39 24 2064 23 31 22 22 22 37 94 23 35 29 31 43
leaf_count=27 23 23 20 185 38 27 21 22 23 20 37 27 30 39 20 39 24 2064 23 31 22 22 22 37 94 23 35 29 31 43
internal_value=0 1.10654e-08 -7.65302e-09 1.19536e-08 -1.02618e-06 -5.05946e-09 -1.79479e-08 -3.9393e-10 1.40609e-08 -5.269e-07 5.4907e-08 2.78405e-08 1.028e-08 -7.57253e-09 1.18835e-08 -8.85455e-09 2.60426e-08 1.63601e-09 1.93821e-08 2.12362e-09 2.17216e-08 -4.63225e-08 6.15536e-07 3.2809e-06 -2.1213e-07 2.14204e-08 -4.88269e-09 -3.34565e-08 1.22026e-07 9.30277e-07
internal_weight=0 3098 3071 3013 58 2990 2963 2942 2920 205 2715 2692 2665 2635 2598 2559 2520 2500 2476 2453 2422 2173 249 59 190 2151 2128 2093 168 74
internal_count=3121 3098 3071 3013 58 2990 2963 2942 2920 205 2715 2692 2665 2635 2598 2559 2520 2500 2476 2453 2422 2173 249 59 190 2151 2128 2093 168 74
is_linear=0
shrinkage=0.1


Tree=7139
num_leaves=31
num_cat=0
split_feature=130 10 0 40 40 43 10 4 40 97 2 0 9 40 45 50 12 16 484 483 158 1456 1456 16 1456 1456 1456 1456 4 16
split_gain=4.83679e-09 1.21004e-08 1.70433e-08 1.12765e-08 9.18376e-09 6.98683e-09 6.28412e-09 1.21184e-07 7.39518e-09 1.34492e-08 1.94798e-08 1.01257e-07 3.2126e-08 1.34578e-08 6.33236e-09 6.15592e-09 2.00053e-08 1.7174e-08 1.49349e-08 7.97752e-09 2.04753e-08 8.87617e-09 9.51051e-09 2.01708e-08 1.58217e-08 1.24208e-08 4.00126e-08 1.83372e-08 9.21053e-09 4.08939e-08
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 -0.086349999999999982 -0.10603999999999998 -0.011559999999999999 0.053180000000000012 -0.083564999999999987 -0.049229999999999996 -1.0000000180025095e-35 -0.080119999999999983 0.092890000000000014 -0.081564999999999985 0.094030000000000016 -0.16990499999999997 0.089625000000000024 0.51791000000000009 -0.065594999999999987 -0.47356499999999996 0.13176500000000005 0.11510000000000002 0.091295000000000001 -0.0057949999999999989 0.088395000000000015 0.085790000000000019 0.085185000000000011 0.081770000000000023 -0.50940999999999981 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 -6 -8 -10 11 -11 -13 -12 15 16 -15 18 -18 -17 21 22 24 -24 25 26 27 28 29 -21
right_child=1 3 -4 4 6 -7 8 -9 9 10 13 12 -14 14 -16 19 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.5501258280892219e-06 -2.7316626593736669e-07 -2.3221774275346738e-06 3.8057380947975617e-06 2.7949378019798133e-06 -5.8027141551372889e-06 3.8198203220929374e-07 -1.4426329136897819e-06 2.8834855179916811e-06 -2.3887793502027587e-06 6.8544647128874213e-06 2.5795702644515477e-06 -3.373483793426365e-06 1.4673943285053046e-06 -2.6251152711346233e-06 -1.3603522376927556e-06 -1.7549320473335686e-06 9.2519625636471229e-07 2.6405748940305787e-06 -2.7633372924572632e-06 -4.8638842531545383e-06 3.2272832709168146e-06 1.754946993648038e-06 -3.1734294071026981e-06 7.3452953256492047e-07 2.5267160681323732e-06 -1.7956529402484098e-06 4.4807797820567428e-06 -2.3164800613027213e-06 5.2551634095635673e-08 8.0452877617582485e-07
leaf_weight=20 21 21 20 20 29 30 35 36 23 25 20 26 29 37 35 25 23 21 21 20 20 29 28 25 25 38 20 34 2330 35
leaf_count=20 21 21 20 20 29 30 35 36 23 25 20 26 29 37 35 25 23 21 21 20 20 29 28 25 25 38 20 34 2330 35
internal_value=0 9.99928e-09 1.71654e-06 -1.28662e-08 3.09155e-09 1.34716e-06 -1.93921e-08 -9.91896e-07 2.22649e-09 1.97308e-08 3.90594e-08 1.57757e-06 -8.21021e-07 -5.11886e-09 -2.38079e-08 -6.67896e-09 -7.689e-07 2.87715e-07 -8.3524e-07 2.28937e-08 3.99619e-08 1.52922e-08 -4.45334e-09 -1.33005e-06 2.36269e-08 -1.63642e-09 2.63146e-08 -1.05143e-08 2.2359e-08 -1.25671e-06
internal_weight=0 3101 41 3060 3039 50 2989 65 2924 2889 2866 80 55 2786 2766 2731 102 65 44 2629 2604 2584 2555 53 2502 2477 2439 2419 2385 55
internal_count=3121 3101 41 3060 3039 50 2989 65 2924 2889 2866 80 55 2786 2766 2731 102 65 44 2629 2604 2584 2555 53 2502 2477 2439 2419 2385 55
is_linear=0
shrinkage=0.1


Tree=7140
num_leaves=31
num_cat=0
split_feature=40 130 42 39 42 47 0 1 0 49 47 131 1209 124 1210 42 43 49 43 43 49 0 49 12 3 13 3 480 42 1
split_gain=4.97097e-09 1.51141e-08 1.0439e-08 6.33422e-09 7.94466e-09 5.55078e-09 4.33231e-08 1.93454e-07 5.82186e-08 1.89018e-08 1.51282e-08 9.44164e-09 9.11156e-09 9.14059e-09 8.53862e-09 8.7621e-09 3.82824e-08 8.42113e-09 3.20087e-08 6.78398e-08 3.68513e-08 2.09115e-08 1.6626e-08 2.19197e-08 2.00842e-08 1.17433e-08 1.1652e-08 1.10021e-08 1.16544e-08 4.53549e-08
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 0.11785000000000002 -0.23108499999999998 0.092165000000000011 -0.10224499999999999 0.099400000000000002 -0.095504999999999993 0.11042000000000002 0.090100000000000013 0.13767000000000004 0.14268500000000003 0.098110000000000017 0.15724500000000002 -0.16797499999999996 -0.095049999999999982 0.10440000000000001 -0.085739999999999997 -0.081944999999999976 0.11308500000000002 -0.079829999999999998 0.092185000000000017 0.099815000000000015 -0.07793499999999999 -0.069964999999999986 -0.076234999999999983 0.11471500000000003 0.11839500000000001 0.090405000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 10 7 -7 -8 -9 11 12 13 14 15 16 -6 22 -19 -20 -21 25 27 24 -24 -22 -23 28 -17 -30
right_child=1 2 -4 -5 5 6 8 9 -10 -11 -12 -13 -14 -15 -16 17 -18 18 19 20 21 26 23 -25 -26 -27 -28 -29 29 -31
leaf_value=1.5714801318722493e-06 -2.6219000491520012e-06 1.7450570750882505e-06 1.8343139554270885e-06 -1.4321965684229649e-06 -4.3766042867074168e-06 -1.0405599364689393e-05 4.6472465513673981e-06 -6.9997398726720866e-07 -2.8445050053445492e-07 3.0812324655471458e-06 2.776482970148209e-06 -2.0961257121143717e-06 2.1590015965955445e-06 2.0943106787420957e-06 -1.7372515573654824e-06 -2.3921063551177494e-08 1.3430128019535914e-06 -4.2833082662106057e-06 5.1677357965846098e-06 -3.5854726902291657e-06 2.2948391824684225e-07 7.35356979930657e-07 3.8956387728634392e-06 -9.2850398158911822e-07 6.4326216325310108e-07 3.4804848110070456e-06 -2.2605008334844695e-06 2.0814382271903643e-06 4.2413275959266428e-06 -1.618716668417619e-06
leaf_weight=20 22 26 31 31 22 22 27 39 211 20 20 21 20 21 28 2147 25 21 21 38 25 20 37 31 39 20 37 26 28 25
leaf_count=20 22 26 31 31 22 22 27 39 211 20 20 21 20 21 28 2147 25 21 21 38 25 20 37 31 39 20 37 26 28 25
internal_value=0 -1.01375e-08 8.52405e-09 -1.00453e-08 4.56742e-09 -1.05622e-08 -4.0483e-07 -2.40244e-06 2.75028e-07 5.81791e-07 3.6508e-08 1.58445e-08 3.27018e-08 1.64145e-08 -4.33296e-10 1.85483e-08 -1.33425e-06 4.38293e-08 -6.11316e-07 -1.32361e-07 -9.27375e-07 6.28961e-08 9.4938e-08 1.31254e-06 2.22666e-06 1.67437e-06 -1.20932e-06 3.64098e-08 1.22412e-08 1.47716e-06
internal_weight=0 3101 3079 3048 3017 2991 319 81 238 59 2672 2652 2631 2611 2590 2562 47 2515 182 161 140 102 2333 107 76 45 57 2226 2200 53
internal_count=3121 3101 3079 3048 3017 2991 319 81 238 59 2672 2652 2631 2611 2590 2562 47 2515 182 161 140 102 2333 107 76 45 57 2226 2200 53
is_linear=0
shrinkage=0.1


Tree=7141
num_leaves=31
num_cat=0
split_feature=9 3 33 34 11 33 130 1 46 16 1428 473 471 0 12 13 0 13 4 160 52 2 12 4 401 1210 14 49 49 13
split_gain=5.23066e-09 4.29435e-08 1.20083e-08 5.48908e-09 1.67491e-08 6.48226e-09 5.19305e-09 1.27017e-08 5.77529e-09 9.50567e-09 6.23272e-09 1.181e-08 1.07183e-08 1.01152e-08 4.04549e-08 2.62677e-08 1.68632e-08 5.54578e-08 9.09291e-09 3.03759e-08 4.26611e-08 8.38937e-08 1.33395e-08 1.20234e-08 7.66207e-09 9.16926e-09 7.10153e-09 8.39224e-09 1.63352e-08 1.18622e-08
threshold=0.091600000000000015 -0.014944999999999998 -1.0000000180025095e-35 -0.08786999999999999 -1.0000000180025095e-35 0.082285000000000011 -0.23123999999999997 0.16540500000000002 0.084955000000000017 -0.074319999999999983 -0.071779999999999997 -0.072684999999999986 -0.083284999999999984 0.12445000000000002 0.099400000000000002 0.090705000000000008 0.051010000000000007 0.090705000000000008 -0.15289999999999995 -0.089549999999999991 -0.23375999999999997 0.095195000000000016 0.085195000000000007 -0.14098499999999997 0.13837000000000002 -0.38516499999999992 0.082295000000000021 -0.10069499999999999 -0.088694999999999982 -0.080759999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6 8 10 -10 -8 -12 -13 16 15 -15 18 -18 19 -14 -21 22 -22 -20 25 -25 27 29 -29 -27
right_child=1 -3 3 4 5 -7 7 -9 9 -11 11 12 13 14 -16 -17 17 -19 23 20 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=2.2011003165971492e-06 1.478978001881949e-06 -3.8094458919398936e-06 1.5394217770207156e-06 -2.7604211306259625e-06 1.527514264539191e-06 1.8032000173207054e-06 -1.4024304775261953e-06 -2.5261141620092078e-06 -4.4149130502546545e-07 2.5394029540106914e-06 2.4224745561696185e-06 -2.2147729582271e-06 -2.6299846316154195e-06 1.6649775631884091e-06 4.6635875585944516e-06 -2.2726895194224997e-06 -4.371189538525349e-06 1.2994558089223361e-06 -2.4174546676173732e-06 -1.4311816612737886e-06 2.0668107222923759e-06 8.409547101564385e-06 -1.245711331421262e-06 1.7687790894906986e-06 -1.9641272547232805e-06 1.7983628511405859e-06 1.3365868785273816e-06 -2.621839145831473e-06 -5.1766221729193395e-08 -4.3195563937000016e-07
leaf_weight=25 34 28 23 22 22 20 32 20 20 23 20 22 21 36 23 32 35 34 21 33 31 20 20 29 20 57 38 25 2294 41
leaf_count=25 34 28 23 22 22 20 32 20 20 23 20 22 21 36 23 32 35 34 21 33 31 20 20 29 20 57 38 25 2294 41
internal_value=0 -9.09342e-07 1.84258e-08 4.40643e-10 -1.13151e-08 8.9192e-09 -3.16757e-09 -1.45944e-08 2.5666e-09 1.15294e-06 -1.45853e-08 9.86598e-10 -1.61143e-08 1.09939e-09 1.03819e-06 -1.88042e-07 -3.36103e-08 -1.57696e-06 6.57501e-09 8.39113e-07 1.5396e-06 2.92039e-06 7.67782e-07 -3.46398e-08 -1.46561e-08 1.04014e-09 -1.98415e-08 -4.11672e-08 -7.94729e-08 8.6527e-07
internal_weight=0 62 3059 3034 3011 2989 2969 2947 2927 43 2884 2852 2832 2810 91 68 2719 69 2650 125 104 71 51 2525 2504 2484 2455 2417 2319 98
internal_count=3121 62 3059 3034 3011 2989 2969 2947 2927 43 2884 2852 2832 2810 91 68 2719 69 2650 125 104 71 51 2525 2504 2484 2455 2417 2319 98
is_linear=0
shrinkage=0.1


Tree=7142
num_leaves=31
num_cat=0
split_feature=472 1429 156 1425 51 48 148 142 11 34 13 34 96 9 1 2 16 147 147 447 456 456 150 151 1 151 1374 150 42 1
split_gain=4.91773e-09 1.30235e-08 5.72215e-09 8.23127e-09 7.86866e-09 5.12456e-09 7.78393e-09 9.24569e-09 8.75975e-09 8.96154e-09 1.40738e-08 1.26747e-08 2.69143e-08 1.75572e-08 3.2761e-08 1.70669e-08 5.94314e-08 7.21263e-09 1.76491e-08 1.05986e-08 6.85573e-09 1.54659e-08 1.18669e-08 1.00538e-08 3.54756e-08 2.7078e-08 1.69058e-08 1.71527e-08 9.87965e-08 6.51237e-08
threshold=-0.38234499999999999 -0.23587499999999997 0.12734000000000004 0.084030000000000007 -0.093639999999999987 -0.22597999999999999 0.069020000000000012 -0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.086110000000000006 0.091600000000000015 0.12408500000000001 -1.0000000180025095e-35 -0.056919999999999991 0.097985000000000017 0.092070000000000013 0.089395000000000016 -0.11319999999999998 -0.085409999999999986 0.12068000000000002 0.056735000000000001 0.096255000000000021 0.10280000000000002 -0.096434999999999979 0.090480000000000019 0.083995000000000014 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 7 -7 -9 10 -10 12 -11 15 -15 16 -13 18 19 20 -17 -22 23 26 25 -25 -23 -28 29 -29
right_child=1 2 4 -5 -6 6 -8 8 9 11 -12 13 -14 14 -16 17 -18 -19 -20 -21 21 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-1.4259371577433436e-06 2.3817714760377346e-06 -1.5292970769823197e-06 2.0284250391947958e-07 1.5124716002093112e-06 -2.5346685301233916e-06 2.0772723105654311e-06 1.63287609094086e-06 -2.0164134492068284e-06 6.3093217585490157e-07 4.189361036630792e-06 -2.7683137508621918e-06 -1.3878709675433734e-06 -6.0641508571279708e-07 -4.9758833938540196e-06 6.1624472933048808e-07 -1.763603688686999e-06 5.9931003337965198e-06 -1.7441356959579936e-06 2.9567112778750017e-06 -2.0743395389217767e-06 2.7792731361842019e-06 -2.4627895202554233e-06 -1.8964696013509557e-06 -3.111943399289885e-06 4.4991561088119688e-06 2.0293860351167887e-06 -4.0644590167325786e-08 8.9973472267956835e-06 -1.9872250047250245e-06 1.0240738230918178e-06
leaf_weight=24 23 22 21 36 21 21 29 22 21 22 29 24 25 20 22 22 20 24 20 25 20 28 33 20 22 21 2401 20 42 21
leaf_count=24 23 22 21 36 21 21 29 22 21 22 29 24 25 20 22 22 20 24 20 25 20 28 33 20 22 21 2401 20 42 21
internal_value=0 1.10497e-08 -6.68832e-09 9.36954e-09 -1.16591e-06 -8.69177e-09 2.55683e-09 -1.34972e-08 -2.8513e-08 -1.34428e-08 -1.34063e-06 9.82486e-09 1.63842e-06 -1.74635e-08 -2.04667e-06 1.33823e-08 1.96712e-06 -1.82339e-08 -2.86405e-09 -2.49917e-08 -5.65825e-09 9.05819e-09 -1.21858e-08 1.19623e-08 1.25968e-06 -4.7858e-07 -1.93299e-08 8.21312e-09 1.42155e-06 4.91348e-06
internal_weight=0 3097 3074 3032 42 2996 2974 2945 2924 2902 50 2852 47 2805 42 2763 44 2719 2695 2675 2650 2628 2608 2575 63 41 2512 2484 83 41
internal_count=3121 3097 3074 3032 42 2996 2974 2945 2924 2902 50 2852 47 2805 42 2763 44 2719 2695 2675 2650 2628 2608 2575 63 41 2512 2484 83 41
is_linear=0
shrinkage=0.1


Tree=7143
num_leaves=31
num_cat=0
split_feature=421 9 33 2 9 147 448 48 147 96 34 44 0 15 9 2 158 12 2 484 4 124 12 12 160 12 453 15 15 15
split_gain=5.21278e-09 8.19385e-09 1.22696e-08 1.19169e-08 1.16537e-08 6.31139e-09 1.33843e-08 5.82503e-09 1.14491e-08 5.76296e-09 8.36669e-09 6.93845e-09 1.50377e-08 6.35007e-09 5.63102e-08 4.11606e-08 1.77889e-08 1.54495e-08 1.45799e-08 1.9307e-08 1.72506e-08 1.11413e-08 2.03923e-08 3.50125e-08 2.01596e-08 1.20192e-08 1.11837e-08 2.23285e-08 2.71417e-08 1.69298e-08
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.009184999999999997 -0.15339499999999998 0.086220000000000005 0.097985000000000017 1.0000000180025095e-35 -0.09386499999999999 0.090755000000000016 0.087370000000000017 -0.085114999999999982 0.099360000000000018 -0.24955499999999997 -0.10203999999999998 -1.0000000180025095e-35 -0.0050599999999999994 0.10654500000000001 0.10911500000000002 0.084145000000000011 -0.083649999999999988 0.015030000000000002 -0.081719999999999987 -0.010834999999999999 -0.064509999999999984 0.079055000000000014 -0.088589999999999988 0.086430000000000021 -0.096999999999999989 -0.094549999999999981 -0.092489999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 -4 9 10 -9 12 -12 14 -14 -15 17 18 20 -20 -16 24 23 25 -17 -23 27 -24 -29 -30
right_child=1 3 4 -5 -6 -7 -8 8 -10 -11 11 -13 13 15 16 21 -18 -19 19 -21 -22 22 26 -25 -26 -27 -28 28 29 -31
leaf_value=-1.6092586736249361e-06 -2.0930602691545836e-06 -1.0558863687037957e-07 -1.2908428651111796e-06 3.1693418588929492e-06 2.4158170549526406e-06 -1.2866722541778136e-06 2.4132554561061705e-06 1.9943244296882766e-06 2.3913340189096747e-06 -1.3234621985530435e-06 2.7390859668230406e-06 -1.5479473535004546e-06 5.5211422954926091e-06 -3.9595561201234959e-06 -3.693018197282072e-06 -9.4759319871137944e-08 2.7910594830562175e-06 2.1098923999337178e-06 3.0031336471125773e-06 -2.0816541280103892e-07 1.017841629183512e-07 -1.8454280991689936e-06 -2.6597088153224036e-06 -4.8422134022748276e-06 3.6380936999984956e-06 1.2928075031700596e-06 2.1328392516413902e-06 2.7633571705467021e-06 -1.9210459063916907e-06 -1.5498090217279421e-09
leaf_weight=20 28 25 35 20 20 38 23 21 20 33 20 29 20 27 25 39 23 30 20 293 23 23 32 24 23 26 24 35 47 2055
leaf_count=20 28 25 35 20 20 38 23 21 20 33 20 29 20 27 25 39 23 30 20 293 23 23 32 24 23 26 24 35 47 2055
internal_value=0 1.03716e-08 -9.35365e-09 1.34994e-06 9.91444e-09 -6.08225e-09 1.03024e-08 -8.45156e-09 6.9618e-09 -9.52763e-09 5.63845e-09 -9.07698e-09 6.81025e-09 -1.2783e-08 3.38709e-07 -7.7559e-08 8.83501e-08 -7.06328e-08 -2.5184e-07 -2.97058e-09 -1.87468e-06 -3.25359e-08 -6.8722e-08 -1.71294e-06 1.29001e-06 -1.80242e-07 -1.39895e-08 -3.77442e-08 1.51778e-09 -4.44691e-08
internal_weight=0 3101 3056 45 3028 3008 2970 2947 2912 2892 2859 2838 2809 2789 434 2355 414 391 361 313 48 2328 2266 73 62 49 2193 2169 2137 2102
internal_count=3121 3101 3056 45 3028 3008 2970 2947 2912 2892 2859 2838 2809 2789 434 2355 414 391 361 313 48 2328 2266 73 62 49 2193 2169 2137 2102
is_linear=0
shrinkage=0.1


Tree=7144
num_leaves=31
num_cat=0
split_feature=448 1348 132 50 394 1203 2 2 11 15 3 2 484 158 2 160 2 2 2 3 39 9 2 33 1 131 51 49 2 13
split_gain=5.08635e-09 9.39281e-09 5.05064e-09 1.3718e-07 7.70968e-08 1.56831e-08 6.06478e-09 3.57053e-08 4.78038e-08 4.19413e-08 6.35566e-08 3.37702e-08 3.7464e-08 3.48305e-08 2.58884e-08 2.16191e-08 1.90944e-08 3.67035e-08 6.37954e-08 2.82509e-08 1.59535e-08 2.2178e-08 3.33779e-08 1.70423e-08 1.45845e-08 1.23309e-08 1.48026e-08 4.53748e-08 1.74745e-08 1.91325e-08
threshold=0.068920000000000023 0.091105000000000005 -0.083284999999999984 0.097510000000000013 0.12358500000000001 0.089165000000000008 0.10584500000000001 0.10912000000000001 0.084110000000000004 -0.067579999999999987 -0.0069549999999999994 0.11018500000000002 0.10126500000000001 0.10654500000000001 0.10497000000000002 0.087570000000000023 0.11362000000000001 0.11682500000000001 0.11747 -0.07359499999999998 -1.0000000180025095e-35 0.092235000000000011 -0.15339499999999998 -0.018454999999999996 0.099990000000000009 0.096290000000000014 -0.08824499999999999 0.093655000000000002 0.14753000000000002 -0.11122999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 14 8 9 -8 -11 -9 13 15 20 16 19 24 -19 -13 -4 23 -23 -22 -18 26 27 -20 -28 -30
right_child=-2 -3 4 -5 -6 -7 7 11 -10 10 -12 12 -14 -15 -16 -17 17 18 25 -21 21 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-7.3576937406219909e-08 -1.5896201239229415e-06 1.7711135558329263e-06 2.6079854810253284e-06 7.9444155930600985e-06 -6.2293381142808369e-06 -2.9656918611310956e-06 -2.1211052419240722e-07 3.9734927776451169e-06 2.0457776292398027e-06 -8.5277079415391208e-06 -1.0652893890784028e-06 1.4336118788883646e-07 -3.9762018796333603e-06 3.4325676463610979e-06 3.2188141203229969e-06 2.2627339915207551e-06 5.9124484822302378e-07 -5.8018656415827414e-06 -5.5220295530489244e-06 -3.8465227173998881e-06 2.9678501505259192e-06 2.5483453282504343e-07 -5.22605103924434e-06 3.4562114691156325e-08 3.6118753472912816e-06 1.8217721799373977e-06 6.7074235691113048e-07 8.6838079732842742e-07 6.3153974256887788e-07 -2.4429318429497472e-06
leaf_weight=175 20 30 24 22 20 21 28 21 22 25 21 36 24 29 26 35 31 21 20 35 20 25 20 2053 33 30 146 25 35 48
leaf_count=175 20 30 24 22 20 21 28 21 22 25 21 36 24 29 26 35 31 21 20 35 20 25 20 2053 33 30 146 25 35 48
internal_value=0 1.02478e-08 -6.95372e-09 4.5698e-07 -4.24033e-08 -3.83446e-07 1.27435e-09 -2.62907e-07 -2.04683e-06 -3.26355e-06 -5.12095e-06 3.80708e-08 -1.12739e-07 6.42134e-08 8.2308e-08 -1.33125e-07 -3.15418e-07 -4.01673e-08 -4.71217e-07 -1.82348e-06 4.42365e-08 1.51855e-08 -2.18111e-06 6.2862e-08 2.14876e-06 -1.02981e-07 -3.13721e-07 -1.9718e-06 1.21028e-08 -1.14647e-06
internal_weight=0 3101 3071 218 2853 196 2833 665 96 74 46 569 548 524 2168 495 460 389 325 71 2142 2118 45 2073 64 304 274 45 229 83
internal_count=3121 3101 3071 218 2853 196 2833 665 96 74 46 569 548 524 2168 495 460 389 325 71 2142 2118 45 2073 64 304 274 45 229 83
is_linear=0
shrinkage=0.1


Tree=7145
num_leaves=31
num_cat=0
split_feature=1208 1208 1210 1213 1210 1212 16 0 0 1212 1209 401 12 52 133 0 132 132 104 11 9 3 33 129 403 13 12 16 3 401
split_gain=4.94709e-09 1.23217e-08 5.52297e-09 5.43645e-08 1.30632e-08 5.21917e-09 3.1102e-08 2.97134e-08 1.62084e-08 1.14365e-08 2.15196e-08 6.4448e-09 4.03433e-08 4.95061e-08 1.68772e-08 2.94233e-08 6.55113e-09 1.10421e-08 9.42401e-09 1.95894e-08 9.92211e-09 3.08463e-08 1.32442e-08 7.7515e-09 6.93448e-09 2.70894e-08 2.07619e-08 2.07153e-08 1.58298e-08 1.50252e-08
threshold=0.11846000000000001 0.10683000000000002 -0.13847499999999999 -0.083944999999999978 -0.090569999999999998 -0.089079999999999979 -0.092484999999999984 -0.086234999999999992 -0.080869999999999984 -0.063924999999999996 -0.067109999999999989 -1.0000000180025095e-35 0.097575000000000009 0.087435000000000013 0.50628500000000021 -0.079634999999999997 0.11297500000000001 0.10859000000000001 0.088500000000000009 -0.011194999999999998 0.091600000000000015 -0.13309499999999996 -1.0000000180025095e-35 0.080675000000000011 0.088465000000000002 -0.0065549999999999992 0.087925000000000017 -0.088394999999999987 -0.081574999999999995 0.09530000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6 -8 -9 10 -7 12 13 -11 16 -16 17 18 19 -13 22 -22 -21 -18 29 26 28 -27 -26 -24
right_child=-2 -3 4 -5 5 9 7 8 -10 11 -12 14 -14 -15 15 -17 23 -19 -20 20 21 -23 24 -25 25 27 -28 -29 -30 -31
leaf_value=4.9855994672855433e-06 1.373635229548689e-06 -2.3175013602074457e-06 -2.4400806854497536e-06 -1.5230052268276323e-06 -3.4960457649754851e-06 3.9742216223376526e-06 3.5653100188223365e-06 -2.2589396058135337e-06 7.0534211096319506e-07 6.2390921812038874e-07 -1.7177152926706186e-07 2.9875163580651466e-06 2.4372701768077774e-06 -6.4121460309252152e-06 -8.7666746497104348e-07 4.1560018613696371e-06 -5.5428787604228095e-08 2.2002040168445091e-06 -2.1628994928946099e-06 2.4076432252869659e-06 1.3583278438960881e-06 -3.545558692606172e-06 -1.5244510776563172e-08 -2.4328513253143076e-06 5.3097260891118738e-06 -2.8582771398483992e-06 1.0685135958793223e-07 6.8815198659422096e-07 1.4225352913399547e-06 -2.2674766410091253e-06
leaf_weight=21 26 23 22 33 29 21 21 35 39 20 31 22 22 20 21 26 32 23 20 23 23 29 2342 24 22 28 33 40 20 30
leaf_count=21 26 23 22 33 29 21 21 35 39 20 31 22 22 20 21 26 32 23 20 23 23 29 2342 24 22 28 33 40 20 30
internal_value=0 -1.15396e-08 5.72508e-09 1.00812e-06 -1.22104e-08 5.61776e-09 -6.29584e-07 2.45442e-07 -6.96683e-07 3.30429e-08 1.50257e-06 5.94519e-09 -1.00234e-06 -2.89412e-06 2.86114e-08 1.90736e-06 -3.96009e-09 1.86163e-08 -4.477e-10 1.61101e-08 -9.12962e-09 -1.37653e-06 1.88865e-08 -1.07432e-06 -2.95899e-09 6.73322e-07 1.98388e-06 -7.72142e-07 3.45868e-06 -4.37297e-08
internal_weight=0 3095 3072 54 3018 2996 124 95 74 2872 52 2820 62 40 2758 47 2711 2655 2632 2612 2590 52 2538 56 2515 143 75 68 42 2372
internal_count=3121 3095 3072 54 3018 2996 124 95 74 2872 52 2820 62 40 2758 47 2711 2655 2632 2612 2590 52 2538 56 2515 143 75 68 42 2372
is_linear=0
shrinkage=0.1


Tree=7146
num_leaves=31
num_cat=0
split_feature=401 401 0 403 402 1210 1210 1209 1208 1209 1209 401 0 16 1210 1211 1211 1211 391 1177 3 3 3 43 0 13 0 128 12 49
split_gain=4.63332e-09 5.905e-09 9.00467e-08 5.82145e-08 8.81296e-09 1.03744e-08 1.05538e-08 1.02083e-08 1.07859e-08 7.98201e-09 7.69762e-09 7.89122e-09 3.95106e-08 2.40995e-08 2.18743e-08 7.67925e-09 6.69038e-09 1.01091e-08 5.37962e-09 9.4423e-09 5.9779e-09 2.78701e-08 2.13139e-08 1.94138e-08 1.47021e-08 3.82179e-08 1.96436e-08 1.27835e-08 3.27382e-08 1.5613e-08
threshold=0.13837000000000002 0.11444000000000001 -0.083804999999999977 0.30524500000000004 0.22872000000000001 -0.13847499999999999 -0.090569999999999998 -0.085894999999999985 0.11846000000000001 0.11495000000000001 -0.067109999999999989 -1.0000000180025095e-35 -0.072594999999999979 -0.072359999999999994 0.0028200000000000005 0.11048500000000001 0.092635000000000009 0.087635000000000005 -0.086514999999999981 -0.083384999999999973 -0.088084999999999983 -0.087614999999999985 -0.088784999999999989 -0.063379999999999978 0.10455500000000001 -0.029529999999999997 0.051010000000000007 0.090375000000000025 0.089300000000000004 0.10969000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 -7 -8 9 10 -9 12 13 -12 15 16 17 18 -13 -20 22 -22 27 -24 26 -26 -23 29 -29 -21
right_child=-2 2 3 -5 -6 6 7 8 -10 -11 11 14 -14 -15 -16 -17 -18 -19 19 20 21 24 23 -25 25 -27 -28 28 -30 -31
leaf_value=1.9923108433991169e-06 -1.4803670767703028e-06 -4.4871941478656177e-06 7.4717353345477021e-06 2.9556095346204249e-07 -2.1027111552029962e-06 -2.1960726071897213e-06 -1.8980760346819028e-06 1.5364522396615059e-06 2.2785876221102323e-06 -1.9867465084644211e-06 -1.7829540452525678e-06 1.3835152138333932e-06 -3.6593910119170853e-06 2.5446742821229914e-06 2.715240188611764e-06 1.4311875835607827e-06 -1.479914275507561e-06 2.0407751087248018e-06 -2.0525389345493752e-06 3.8099571766212127e-07 -3.0337119405032811e-06 -5.0605142236555677e-08 3.2466895217588731e-07 4.6780046690741982e-06 -4.9922276182152407e-06 6.5119817804770719e-07 2.7716602844520822e-06 9.5759666237427158e-07 -3.3993150429309666e-06 -1.8930840606223853e-06
leaf_weight=26 21 21 20 26 20 22 28 33 21 20 22 27 33 31 30 37 31 24 23 534 32 1823 21 20 21 28 25 35 34 32
leaf_count=26 21 21 20 26 20 22 28 33 21 20 22 27 33 31 30 37 31 24 23 534 32 1823 21 20 21 28 25 35 34 32
internal_value=0 1.00317e-08 9.3863e-07 3.41564e-06 -1.04814e-08 3.40666e-09 -1.39055e-08 2.28593e-09 2.04031e-08 4.14046e-09 1.78897e-08 3.86164e-10 -9.43023e-07 7.483e-07 2.96023e-08 2.72432e-10 -1.9264e-08 -2.36216e-09 -2.08312e-08 -3.52594e-08 -1.74485e-08 -1.07125e-07 2.38447e-07 2.44825e-06 -5.77569e-08 -1.76741e-06 -1.24251e-08 9.57672e-08 -1.18929e-06 2.52426e-07
internal_weight=0 3100 67 46 3033 3013 2987 2965 2937 2916 2896 2863 86 53 2777 2747 2710 2679 2655 2628 2605 1929 676 41 1897 49 1848 635 69 566
internal_count=3121 3100 67 46 3033 3013 2987 2965 2937 2916 2896 2863 86 53 2777 2747 2710 2679 2655 2628 2605 1929 676 41 1897 49 1848 635 69 566
is_linear=0
shrinkage=0.1


Tree=7147
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1455 1456 13 483 482 482 484 4 13 52 481 160 1 480 158 1447 159 160 15 50 12 157 376 1420 1420 0 12
split_gain=4.84277e-09 3.16526e-08 1.30912e-08 4.87245e-09 2.65767e-08 1.86e-08 1.38122e-08 1.0427e-08 2.95032e-08 2.12908e-08 6.32694e-08 4.46843e-08 1.86582e-08 8.59756e-09 3.99932e-08 1.62349e-07 5.52566e-08 9.51537e-09 5.65532e-08 1.50287e-08 1.2887e-08 9.21272e-09 8.89932e-09 6.58946e-08 1.61939e-08 1.24176e-08 1.16427e-08 1.1944e-08 8.12174e-09 5.26995e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.097209999999999977 -0.15824499999999997 -0.083894999999999983 0.13622000000000004 0.089605000000000018 0.087425000000000017 0.090535000000000018 0.0049200000000000008 -0.07743499999999999 -0.013374999999999998 -0.085629999999999984 -0.025879999999999997 0.076935000000000017 0.086995000000000017 0.10874500000000002 -0.082344999999999988 0.11292000000000001 -0.55323499999999981 -0.065449999999999994 -0.099524999999999988 0.089625000000000024 0.63604500000000008 0.11159000000000001 -0.08341999999999998 -0.049004999999999993 0.12445000000000002 0.091200000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 7 8 13 11 -11 12 -9 14 15 -5 -16 20 -19 -20 -15 -21 23 -22 25 26 -24 -28 -29 -30
right_child=1 3 -4 6 -6 -7 -8 9 -10 10 -12 -13 -14 17 16 -17 -18 18 19 21 22 -23 24 -25 -26 -27 27 28 29 -31
leaf_value=-1.5839718363699878e-07 3.9027447006187032e-06 2.7936213336943184e-06 -2.4714579223785094e-06 9.6668739431715087e-06 -3.7635711156066723e-06 -1.4675033645246351e-06 2.5805888829684894e-06 3.7889606829821791e-08 3.6949063387096843e-06 1.3497169811671485e-06 -6.421607742946766e-06 3.4736414536568491e-06 -3.6506018716409019e-06 2.3753107482009556e-06 1.7956921443585136e-06 -2.0565388888792733e-06 -3.9128290222834042e-06 -5.7381701367376086e-06 2.0680344346958792e-06 6.4513794025235542e-07 -2.1408509787830332e-06 -1.8890935809423583e-06 1.7752713815103302e-06 4.0054814831278603e-06 -2.869685827135982e-06 2.3525588935833435e-06 -2.0447040924409523e-06 -7.3798732470659143e-08 -1.3479522979393906e-06 3.6844121053179969e-06
leaf_weight=194 21 20 28 21 21 21 21 32 22 20 22 26 24 23 39 27 30 20 28 26 33 32 35 37 20 22 30 2142 46 38
leaf_count=194 21 20 28 21 21 21 21 32 22 20 22 26 24 23 39 27 30 20 28 26 33 32 35 37 20 22 30 2142 46 38
internal_value=0 3.44762e-08 -4.50135e-07 6.25042e-09 -8.70647e-07 6.11094e-07 2.55571e-08 6.3601e-09 4.79763e-08 -8.90067e-07 -2.72098e-06 4.77159e-08 -1.54289e-06 1.76885e-08 8.55769e-07 3.07245e-06 -6.86274e-07 -2.10379e-08 -9.48451e-07 1.65437e-07 1.94838e-08 -7.53059e-07 -3.06465e-09 1.10792e-06 -3.63991e-08 -1.19003e-08 -3.46057e-08 -6.26845e-08 -3.59726e-08 9.28594e-07
internal_weight=0 2899 222 2878 62 41 2816 2795 2671 124 42 82 56 2649 117 48 69 2532 106 86 2426 58 2403 70 2333 2313 2291 2256 2226 84
internal_count=3121 2899 222 2878 62 41 2816 2795 2671 124 42 82 56 2649 117 48 69 2532 106 86 2426 58 2403 70 2333 2313 2291 2256 2226 84
is_linear=0
shrinkage=0.1


Tree=7148
num_leaves=31
num_cat=0
split_feature=481 2 481 3 2 481 160 481 481 481 483 1429 2 474 157 1372 13 4 157 133 1429 1420 52 12 155 155 123 484 133 457
split_gain=4.89984e-09 3.56288e-08 1.24503e-08 5.63758e-08 5.84547e-08 7.42829e-09 1.65886e-08 8.61601e-09 1.13013e-08 6.85233e-09 1.08197e-08 6.21501e-09 3.77453e-08 7.97325e-08 4.87191e-08 2.79412e-08 1.59614e-08 2.52322e-08 1.6117e-08 3.55618e-08 1.29817e-08 9.50837e-09 1.21469e-08 3.74668e-08 3.25119e-08 3.14297e-08 8.51286e-09 8.21442e-09 2.46116e-08 1.41425e-08
threshold=-0.15265499999999996 0.092120000000000021 -0.086484999999999992 -0.085784999999999986 0.085485000000000019 -0.08347499999999998 -0.025879999999999997 -0.081334999999999977 -0.079279999999999975 -0.073474999999999985 -0.47101999999999994 0.083725000000000008 0.087505000000000013 0.084660000000000027 -0.086844999999999992 -0.087494999999999976 -0.082574999999999982 -0.0083799999999999986 -0.06482499999999998 0.08653000000000001 0.052280000000000007 -0.08341999999999998 -0.55061999999999989 0.095330000000000012 0.11854500000000001 0.11332500000000002 0.11679000000000002 -0.10156 0.087285000000000015 0.11612500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -4 -7 -9 -10 -11 15 13 -13 -14 -12 17 -16 19 -18 21 -17 23 25 26 -23 27 28 -24 -29
right_child=2 -3 5 4 -6 7 -8 8 9 10 11 12 14 -15 16 20 18 -19 -20 -21 -22 22 24 -25 -26 -27 -28 29 -30 -31
leaf_value=1.0257696688393695e-06 5.4916236091561256e-06 -4.2933893269037069e-06 7.8883496826165353e-07 -4.6524912067980037e-06 2.901510342347874e-06 1.8549919950601181e-06 -3.1490220991421987e-06 -2.2673248374551558e-06 1.4190407194505765e-06 -2.2181364515331964e-06 3.7753447588784181e-06 -7.6173269029649893e-06 4.5423744231119718e-06 6.0569079389432238e-08 -3.8587056524517851e-06 2.2153767713462003e-06 -5.1357419200333723e-07 4.6751517725869447e-07 -1.2274227981977578e-06 4.5896371065365121e-06 -2.4529706284478643e-06 -4.1371261183733374e-07 -9.2941981044702981e-08 1.9451987535158762e-06 3.6499761499726449e-06 -5.8222912446667802e-06 1.5740857582256598e-06 -6.5836764463243947e-08 3.6070822310989573e-06 1.7645310102780905e-06
leaf_weight=34 22 20 20 20 21 25 23 22 34 22 20 21 23 38 28 20 36 26 38 22 21 22 64 23 25 21 35 2307 25 43
leaf_count=34 22 20 20 20 21 25 23 22 34 22 20 21 23 38 28 20 36 26 38 22 21 22 64 23 25 21 35 2307 25 43
internal_value=0 -9.44289e-07 1.66242e-08 1.4079e-06 -7.83368e-07 -1.25536e-08 -1.31746e-06 6.3964e-09 -9.34437e-09 7.70284e-09 -8.95878e-09 8.04678e-09 -4.88081e-07 -2.67224e-06 2.56807e-07 5.18783e-08 -4.00314e-07 -1.77571e-06 3.73347e-07 1.42213e-06 2.33022e-08 4.34189e-08 2.64836e-08 -1.31258e-06 6.1849e-08 -3.05511e-06 2.55906e-08 3.36949e-09 9.46391e-07 -3.23449e-08
internal_weight=0 54 3067 63 41 3004 43 2961 2936 2914 2880 2858 232 59 173 2626 150 54 96 58 2606 2585 2565 66 2499 43 2474 2439 89 2350
internal_count=3121 54 3067 63 41 3004 43 2961 2936 2914 2880 2858 232 59 173 2626 150 54 96 58 2606 2585 2565 66 2499 43 2474 2439 89 2350
is_linear=0
shrinkage=0.1


Tree=7149
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 131 16 132 1204 12 400 1186 129 1184 50 2 43 3 45 11 33 47 47 47 148 447 147 43 130 15 403
split_gain=4.81123e-09 1.36602e-07 7.73598e-08 2.66898e-08 5.70076e-09 5.65681e-09 1.13493e-08 4.9909e-09 1.58509e-08 1.83444e-08 4.97005e-09 9.64809e-09 1.19037e-08 4.80135e-09 1.73819e-08 2.02811e-08 1.656e-08 9.17674e-09 3.60889e-08 1.15269e-08 8.64869e-09 7.67504e-08 5.79961e-08 9.13826e-09 1.60226e-08 9.29669e-09 9.01594e-09 8.73772e-09 3.61031e-08 2.54843e-08
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.076979999999999979 -0.11118499999999999 -0.26625499999999996 -0.079429999999999987 0.087535000000000016 -0.076444999999999985 0.090275000000000008 -0.077709999999999987 0.084515000000000021 0.13159000000000001 0.10402500000000002 -0.075574999999999989 -0.034684999999999994 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.091210000000000013 -0.10069499999999999 0.094580000000000011 0.091385000000000008 0.0047850000000000011 0.096625000000000003 -0.067579999999999987 -0.014954999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 -7 8 -4 -10 11 -9 13 17 15 -15 -16 18 -13 -20 22 -22 23 -21 25 27 -23 -25 -29 -30
right_child=2 -3 7 -5 5 6 -8 10 9 -11 -12 12 -14 14 16 -17 -18 -19 19 20 21 26 -24 24 -26 -27 -28 28 29 -31
leaf_value=1.1971086877338166e-06 -5.9414645110419691e-06 7.7426923405215827e-06 -1.4938764456928766e-06 -3.8652413356032869e-06 1.238382704589943e-06 -2.5404015505243835e-06 -7.6784867445667262e-08 -1.8082480998297494e-06 4.0656288872144484e-06 9.1846503052623191e-08 1.1420516803146047e-06 3.912340897564402e-06 2.4255864616407055e-06 1.8173953391781723e-07 1.0497621748005191e-06 4.3600294421117902e-06 -2.6017167312908858e-06 -2.0822752787807986e-06 -2.1218042295206239e-06 1.6216503809118878e-06 6.1555868621160875e-06 1.6356712809844718e-07 -5.3356152593984187e-06 -3.2688299969550467e-08 -2.5016002205625733e-06 1.4795251655204294e-06 -2.0627585865895526e-06 -3.436657512841186e-06 -2.4263884256470193e-06 1.6837185700779856e-06
leaf_weight=32 22 23 20 20 21 23 100 30 21 26 37 23 20 26 27 21 23 22 27 32 22 201 21 2087 27 39 20 38 22 48
leaf_count=32 22 23 20 20 21 23 100 30 21 26 37 23 20 26 27 21 23 22 27 32 22 201 21 2087 27 39 20 38 22 48
internal_value=0 4.51977e-07 -3.40992e-08 -4.03567e-07 -1.01944e-08 -2.78484e-07 -5.37461e-07 1.10265e-08 8.6401e-07 1.86737e-06 -9.28987e-09 -2.46356e-08 -5.14963e-09 -2.29833e-08 6.67938e-07 2.04864e-06 -6.29918e-07 -4.84757e-08 -3.13128e-08 -6.6415e-08 -4.47116e-08 5.22818e-07 -1.0431e-07 -5.63997e-08 -8.01492e-08 -5.08836e-08 -3.79103e-08 -7.80754e-08 -9.55139e-07 3.91971e-07
internal_weight=0 219 2902 196 176 144 123 2880 67 47 2813 2776 2746 2726 97 47 50 2629 2607 2584 2557 243 2314 2293 2261 2234 221 2195 108 70
internal_count=3121 219 2902 196 176 144 123 2880 67 47 2813 2776 2746 2726 97 47 50 2629 2607 2584 2557 243 2314 2293 2261 2234 221 2195 108 70
is_linear=0
shrinkage=0.1


Tree=7150
num_leaves=31
num_cat=0
split_feature=46 44 1456 49 1453 1455 12 483 483 1 2 12 484 15 483 157 0 483 481 160 480 1446 1447 481 2 2 42 479 159 159
split_gain=4.88462e-09 1.76969e-08 6.9195e-09 2.46497e-08 9.23857e-09 8.94021e-09 3.02971e-08 1.68863e-08 9.55604e-09 3.03097e-08 2.92457e-08 2.01335e-08 1.76645e-08 7.43994e-08 2.70279e-08 2.26184e-08 1.53277e-08 1.29272e-08 1.15185e-08 5.72184e-08 4.66516e-08 1.22428e-08 4.69363e-08 2.64133e-08 3.59378e-08 1.50527e-08 2.95212e-08 1.46954e-08 1.0988e-08 5.56518e-08
threshold=0.084955000000000017 0.10049500000000001 0.10959500000000001 0.10269000000000002 0.09648000000000001 -0.097209999999999977 0.089150000000000021 0.13622000000000004 0.10143000000000001 0.16540500000000002 0.11548000000000001 0.094835000000000017 0.10126500000000001 -0.067579999999999987 0.096460000000000018 -0.063304999999999986 -0.092404999999999973 0.095085000000000017 -0.085629999999999984 -0.025879999999999997 0.086995000000000017 0.085345000000000018 -0.085684999999999997 -0.00058999999999999992 0.086000000000000007 0.084515000000000021 0.089810000000000015 0.11198500000000002 0.10545500000000001 0.10333000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 -1 8 9 12 11 16 14 -14 17 -15 -10 18 19 -7 -21 23 -23 24 -20 -24 -27 28 29 -25
right_child=1 -3 3 -5 -6 7 -8 -9 10 -11 -12 -13 13 15 -16 -17 -18 -19 21 20 -22 22 25 27 -26 26 -28 -29 -30 -31
leaf_value=5.6493778780956449e-07 3.2663256752130115e-06 -6.5832041316214069e-07 -2.7217637188591148e-06 1.469225288059059e-06 2.0956517684702533e-06 4.3425167181356178e-06 -4.367555845874449e-06 2.9098641251223968e-06 8.7921394605841453e-07 3.5654716691979618e-06 -4.3916583490499769e-06 2.4518973056977053e-06 -4.8052424823986763e-06 -9.1689333146405262e-07 3.4519769364440281e-06 3.8389828980456293e-06 -2.6682207731184842e-06 -2.3512355169160679e-06 -1.514185899627781e-07 1.807736452000037e-06 -3.5662330338936957e-06 -5.2936107803838069e-06 2.1346249222157595e-06 1.7595536893389752e-08 5.5881774733279602e-06 -3.7498774003097426e-06 1.6834665734677403e-06 -2.4265913489216474e-06 -8.1285691871526096e-07 5.1893998715968337e-06
leaf_weight=33 20 27 36 23 21 35 20 20 21 24 20 22 36 20 23 20 29 23 24 35 30 21 24 2256 20 20 20 25 152 21
leaf_count=33 20 27 36 23 21 35 20 20 21 24 20 22 36 20 23 20 29 23 24 35 30 21 24 2256 20 20 20 25 152 21
internal_value=0 1.01174e-06 -1.54737e-08 -1.08799e-06 5.51414e-09 -9.14615e-09 -1.29638e-06 1.40512e-08 -5.77634e-09 2.68412e-08 -1.00876e-06 -6.90718e-08 -3.43589e-09 -1.5072e-06 3.84424e-08 1.46104e-06 -1.1783e-06 9.4286e-09 2.96654e-08 1.08272e-06 -6.72557e-07 -1.11032e-08 -1.19133e-06 2.90566e-08 2.45749e-06 1.54731e-07 -1.03321e-06 -1.4485e-08 1.03412e-08 6.52933e-08
internal_weight=0 47 3074 59 3015 2994 53 2941 2921 2829 92 72 2805 76 2729 40 50 2706 2683 100 65 2583 85 2498 44 64 40 2454 2429 2277
internal_count=3121 47 3074 59 3015 2994 53 2941 2921 2829 92 72 2805 76 2729 40 50 2706 2683 100 65 2583 85 2498 44 64 40 2454 2429 2277
is_linear=0
shrinkage=0.1


Tree=7151
num_leaves=31
num_cat=0
split_feature=481 0 481 484 43 481 160 481 1429 1429 16 16 1420 151 157 2 1429 4 1 3 159 13 159 10 16 10 45 42 3 484
split_gain=5.58046e-09 3.86601e-08 9.37026e-09 5.58027e-08 6.76876e-08 6.13874e-09 1.85581e-08 7.23934e-09 8.33015e-09 6.03748e-08 4.08187e-08 6.1592e-08 4.59627e-08 2.69422e-08 1.32914e-08 2.09044e-08 1.23735e-08 1.06352e-08 1.03782e-08 1.06387e-08 8.17762e-09 2.41507e-08 1.8785e-08 1.14678e-08 8.09492e-08 9.5408e-08 1.23159e-08 1.15829e-08 1.10253e-08 1.4474e-08
threshold=-0.15265499999999996 -0.082284999999999983 -0.086484999999999992 -0.081614999999999979 -0.025214999999999998 -0.08347499999999998 -0.019279999999999995 -0.081334999999999977 0.083715000000000026 0.083985000000000018 -0.011989999999999999 -0.007794999999999999 -0.051294999999999993 -0.54526999999999981 -0.073574999999999988 0.090790000000000023 0.032755000000000006 -0.012509999999999999 0.10538500000000002 -0.082334999999999978 0.11084000000000001 0.056795000000000005 0.108225 -0.011559999999999999 -0.056919999999999991 -0.094984999999999986 0.094030000000000016 0.095885000000000012 -0.084074999999999997 -0.078424999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -4 -7 13 -10 12 -12 -11 -9 15 17 20 -13 19 -16 22 28 23 24 25 27 -25 -15 -22 -30
right_child=2 -3 5 -5 -6 7 -8 8 9 10 11 14 -14 16 18 -17 -18 -19 -20 -21 21 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-3.142188255065831e-06 -5.090169543109369e-06 2.3464121156956979e-06 -3.2235058494155633e-06 5.4336605617642089e-06 2.9479197647478114e-06 1.704150861201015e-06 9.3254051361803989e-07 3.7021490675215321e-06 -5.6912568701201445e-06 4.2357456564445783e-07 5.6552918803867045e-06 1.5984165589000648e-06 -6.3560054104527812e-06 1.0820081521550101e-06 3.5165813739825227e-06 -2.7095546083482745e-06 -2.3436326859961232e-06 -1.0902654821620672e-06 -8.4265757777757259e-07 3.3348755572487357e-07 1.7902413832337556e-06 -3.9357824334729228e-06 2.9217607927579515e-06 1.2100708813301892e-07 3.3906537009897878e-06 -7.9452265168811216e-06 -1.8851884738802667e-06 -2.0248241407032419e-06 -2.4860072158091875e-06 2.837186858389234e-07
leaf_weight=33 20 21 22 21 22 25 21 20 21 20 21 31 20 28 21 37 22 28 20 21 23 20 23 2371 30 24 31 21 29 54
leaf_count=33 20 21 22 21 22 25 21 20 21 20 21 31 20 28 21 37 22 28 20 21 23 20 23 2371 30 24 31 21 29 54
internal_value=0 -1.00773e-06 1.77497e-08 1.22473e-06 -8.79742e-07 -7.56309e-09 -1.19381e-06 9.66372e-09 -4.76482e-09 -5.69315e-07 -7.817e-08 5.67203e-07 -2.96622e-06 4.54919e-08 -1.09062e-07 -8.46146e-07 1.81626e-08 3.22432e-07 1.03223e-06 1.92503e-06 3.77404e-08 -7.4852e-07 7.6929e-08 5.08088e-08 -9.82436e-07 -2.7796e-06 9.51153e-08 -2.49491e-07 -1.4715e-07 -6.84017e-07
internal_weight=0 54 3067 63 42 3004 43 2961 2936 240 219 179 40 2696 158 96 2676 59 62 42 2654 126 2528 2505 103 73 2402 49 106 83
internal_count=3121 54 3067 63 42 3004 43 2961 2936 240 219 179 40 2696 158 96 2676 59 62 42 2654 126 2528 2505 103 73 2402 49 106 83
is_linear=0
shrinkage=0.1


Tree=7152
num_leaves=31
num_cat=0
split_feature=46 453 148 447 147 448 43 130 42 483 158 1453 4 484 2 481 51 160 457 12 12 480 1 1419 472 472 42 42 15 42
split_gain=5.10929e-09 9.84737e-09 7.23378e-09 1.1071e-08 6.66439e-09 6.56876e-09 6.46171e-09 1.04361e-08 9.85104e-09 6.91677e-09 8.68586e-09 2.34037e-08 3.01402e-08 6.63172e-09 2.07816e-08 1.50029e-08 9.42244e-09 3.83446e-08 2.98754e-08 1.71863e-08 2.03124e-08 1.05278e-08 1.15282e-07 1.88773e-08 1.04642e-08 1.43128e-08 8.50057e-09 1.29307e-07 7.71851e-08 6.38071e-08
threshold=0.10987500000000001 0.10071000000000001 -0.10069499999999999 0.094580000000000011 0.091385000000000008 -0.087399999999999992 -0.53814999999999991 -0.22699999999999995 0.15021500000000002 -0.47181499999999993 0.11245500000000001 -1.0000000180025095e-35 0.053925000000000008 -0.23687999999999995 0.091055000000000011 -0.16223499999999996 0.123935 0.032695000000000009 0.41022000000000008 0.095110000000000014 0.087830000000000005 0.10272000000000002 0.092945000000000014 0.099095000000000016 -0.38234499999999999 -0.085369999999999988 0.086950000000000013 0.087505000000000013 0.084050000000000014 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8 9 -9 13 -12 -13 14 -11 -15 18 19 21 20 -18 23 -23 24 -17 -26 29 28 -28 -27
right_child=-2 -3 3 -5 -6 6 7 8 -10 10 11 12 -14 15 -16 16 17 -19 -20 -21 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=1.4541338634230403e-06 1.5185634030568838e-06 -2.2225465323799651e-06 -1.8174399770032325e-06 -1.9241517421638342e-06 1.2572722577412303e-06 1.4142673454564658e-06 -2.1362355848554138e-06 1.5781424618008141e-06 1.978796015464468e-06 -8.0585313924075316e-07 1.4483631612340387e-06 -4.8140482806348777e-07 -5.2997105419194673e-06 -2.2819869372895106e-06 3.501694417146999e-06 -2.2689702097977717e-06 -5.0860057592979363e-07 -4.5320171103615242e-06 3.8018977258096653e-06 -1.7423666474059019e-06 3.1386332361412666e-06 4.9811626441249461e-06 -4.4423657691422268e-06 -3.0755130137549716e-06 1.979629994796572e-06 -4.7845317226878352e-08 1.5792005683579193e-06 -3.7746039473925987e-08 1.0162713761019405e-05 -4.7807100247217904e-06
leaf_weight=34 22 20 20 30 42 32 23 27 25 24 26 37 20 29 21 20 37 23 21 36 26 34 21 20 37 1605 22 738 20 29
leaf_count=34 22 20 20 30 42 32 23 27 25 24 26 37 20 29 21 20 37 23 21 36 26 34 21 20 37 1605 22 738 20 29
internal_value=0 -1.07802e-08 3.58657e-09 -1.261e-08 6.4103e-09 -1.12608e-08 9.7203e-10 -1.45108e-08 2.32825e-09 -1.48704e-08 -2.99833e-08 -1.03794e-06 -2.17204e-06 2.95428e-10 1.20434e-06 -1.9639e-08 4.75968e-09 -8.53896e-07 4.55684e-08 6.16601e-10 9.96607e-07 1.45853e-08 1.38309e-06 -1.56305e-08 9.13585e-09 2.7725e-08 -2.1923e-09 2.6941e-07 5.66659e-06 -1.31844e-07
internal_weight=0 3099 3079 3045 3015 2973 2953 2921 2898 2873 2846 83 57 2763 45 2718 2689 122 2567 99 63 2546 55 2491 2471 2451 2414 780 42 1634
internal_count=3121 3099 3079 3045 3015 2973 2953 2921 2898 2873 2846 83 57 2763 45 2718 2689 122 2567 99 63 2546 55 2491 2471 2451 2414 780 42 1634
is_linear=0
shrinkage=0.1


Tree=7153
num_leaves=31
num_cat=0
split_feature=130 40 120 10 39 9 9 47 9 47 47 47 1453 51 124 2 40 3 52 12 12 402 0 0 13 159 4 13 159 13
split_gain=5.49546e-09 8.38318e-09 7.21778e-09 6.21386e-09 2.3863e-08 4.09036e-08 2.31187e-08 7.14298e-09 1.12566e-07 8.3013e-08 1.95361e-08 1.03328e-08 9.79361e-09 1.12399e-08 8.12966e-09 7.90647e-09 7.29886e-09 7.08208e-09 1.75473e-08 2.32266e-08 2.47442e-08 1.99723e-08 1.71771e-08 1.58923e-08 1.58174e-08 4.76176e-08 3.752e-08 3.44057e-08 3.02654e-08 2.75989e-08
threshold=-0.23123999999999997 -0.24290999999999999 0.088020000000000015 0.0036750000000000007 0.089790000000000023 0.092235000000000011 0.091600000000000015 0.094160000000000008 0.082870000000000013 0.096475000000000019 0.091340000000000018 0.089640000000000011 -1.0000000180025095e-35 -0.41904999999999998 0.10195500000000002 0.14445500000000003 -0.089249999999999982 -0.096099999999999977 -0.063789999999999986 0.086345000000000019 0.092200000000000018 0.087880000000000014 0.10455500000000001 0.048635000000000005 -0.097984999999999989 0.085240000000000024 -0.076779999999999987 -0.096404999999999991 0.097885000000000014 -0.094514999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 7 8 10 -9 11 14 -11 -14 16 -15 -3 18 19 -18 -21 -20 23 24 25 26 -19 -26 -27 -29
right_child=1 2 -4 4 -6 -7 -8 9 -10 12 -12 -13 13 15 -16 -17 17 22 21 20 -22 -23 -24 -25 27 28 -28 29 -30 -31
leaf_value=1.5400373187098328e-06 -2.0521546616691922e-06 -1.8406044291778429e-06 1.520002641911795e-06 4.4969630967746831e-06 -1.8751255360573691e-06 -8.1744640445841866e-07 -3.3434225434532331e-06 6.6716728224491823e-06 -7.0322913880654198e-06 2.1458679225361265e-06 3.1076699509924308e-06 -2.1877275377784661e-06 -2.3692213073358981e-06 2.1529969983986734e-07 1.9970004939295904e-06 -1.7701852377947284e-06 -2.3846270930637595e-06 -6.2902211902837742e-06 1.3523613532389684e-06 2.6672517034250743e-06 -4.5818427066195071e-07 -1.384123990441543e-06 -2.2503071957342198e-06 2.2774501483832737e-06 4.1257850398324081e-06 4.09807748011107e-06 -1.4222808759038681e-06 -3.3442683800615217e-06 -5.1964464802267691e-07 6.52343924228854e-10
leaf_weight=23 20 22 31 30 23 28 21 20 23 20 20 22 21 227 20 22 43 20 191 33 109 31 36 29 20 22 76 25 40 1853
leaf_count=23 20 22 31 30 23 28 21 20 23 20 20 22 21 227 20 22 43 20 191 33 109 31 36 29 20 22 76 25 40 1853
internal_value=0 -1.14366e-08 1.82346e-09 -1.36224e-08 8.50525e-07 1.93139e-06 -3.72218e-08 -1.36462e-08 -6.70642e-08 4.40407e-07 -5.73183e-09 -2.9755e-08 1.06644e-08 -1.47499e-07 -1.12821e-08 3.98753e-08 -2.70333e-08 -1.12506e-08 3.70839e-07 -3.48442e-07 2.68149e-07 9.7024e-07 -8.457e-08 -4.7176e-08 -7.9965e-08 -1.0413e-06 -2.43644e-06 6.20572e-11 1.1189e-06 -4.38754e-08
internal_weight=0 3098 3078 3047 81 58 2966 2945 2635 310 2612 2592 290 270 2570 249 2550 2528 407 185 142 222 2121 2085 2056 158 96 1898 62 1878
internal_count=3121 3098 3078 3047 81 58 2966 2945 2635 310 2612 2592 290 270 2570 249 2550 2528 407 185 142 222 2121 2085 2056 158 96 1898 62 1878
is_linear=0
shrinkage=0.1


Tree=7154
num_leaves=31
num_cat=0
split_feature=448 447 1453 1447 12 1447 1447 50 1452 1453 1453 2 50 483 158 46 1428 473 154 1456 1456 3 1456 1455 483 12 2 484 482 482
split_gain=5.35552e-09 1.26113e-08 5.25463e-09 9.70939e-09 3.78472e-08 4.59595e-08 3.35087e-08 2.47134e-08 6.9072e-09 7.48054e-09 1.11815e-08 1.69774e-08 1.08873e-08 1.1799e-08 1.6276e-08 6.84824e-09 8.26911e-09 1.04177e-08 7.98514e-09 1.7351e-08 1.05272e-08 1.4147e-08 1.20189e-08 8.55308e-09 1.25749e-08 3.97772e-08 4.4716e-08 1.45967e-08 9.77585e-09 2.66732e-08
threshold=0.068920000000000023 0.094005000000000019 -0.087504999999999986 -0.085709999999999995 0.083985000000000018 -0.086849999999999997 -0.08477999999999998 0.10022000000000002 -0.073879999999999987 -0.079499999999999987 -0.0087699999999999983 0.090935000000000016 -0.46943999999999991 -0.47356499999999996 0.13176500000000005 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 0.085530000000000009 0.11510000000000002 0.092265000000000014 -0.082234999999999989 0.087500000000000008 0.098910000000000012 0.10045000000000003 0.094435000000000005 0.089605000000000018 0.11803500000000001 0.089745000000000005 0.086210000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -5 -6 -8 -10 11 -11 -12 -14 15 16 -15 -18 19 20 22 -22 23 24 27 26 -26 28 29 -19
right_child=-2 -3 3 6 5 -7 8 -9 9 10 12 -13 13 14 -16 -17 17 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.1945799155295687e-06 -1.6311375520672301e-06 1.9854530117768832e-06 3.5954313462285531e-06 -4.110612860586116e-06 -3.2729704747325171e-07 -4.3277887092093204e-06 1.7618643172764598e-06 3.9779388650984518e-06 1.6717098618484601e-06 -3.7657857467365834e-06 -1.9349329289164824e-06 1.791637520417074e-07 -2.2939006808800597e-06 -1.8959245192925902e-06 2.8735221880538121e-06 1.3805013490279331e-06 2.2820727224370784e-06 7.7528865198679209e-10 -1.9510603871302532e-06 2.8032789693745806e-06 3.0571362735234133e-07 -3.1308027491832042e-06 2.3931242134538136e-06 -1.6599613104517632e-06 -2.5896647865492389e-06 4.2089352585458859e-06 3.369339964365281e-06 -2.1517183878216884e-06 -1.2018940568933349e-06 3.6684905012407402e-06
leaf_weight=37 20 32 36 20 40 21 22 20 26 20 29 24 22 23 20 36 20 2309 21 22 23 25 21 31 34 29 20 32 66 20
leaf_count=37 20 32 36 20 40 21 22 20 26 20 29 24 22 23 20 36 20 2309 21 22 23 25 21 31 34 29 20 32 66 20
internal_value=0 1.05164e-08 -1.00759e-08 4.37876e-09 8.97597e-07 -3.0144e-07 -3.14725e-08 1.10778e-06 -3.29195e-09 -1.68086e-08 -3.22289e-08 -1.614e-06 -7.39918e-09 1.27517e-08 3.11915e-08 1.03838e-08 -7.91154e-09 8.33399e-09 -8.8069e-09 6.6898e-09 -1.6883e-08 -1.48414e-06 1.06066e-08 -9.08364e-09 1.13057e-08 1.22165e-06 -3.82626e-07 -3.00865e-08 -1.73906e-09 3.22713e-08
internal_weight=0 3101 3069 3032 117 81 2915 60 2895 2873 2847 44 2803 2774 2752 2732 2696 2673 2653 2632 2610 48 2562 2541 2510 83 54 2427 2395 2329
internal_count=3121 3101 3069 3032 117 81 2915 60 2895 2873 2847 44 2803 2774 2752 2732 2696 2673 2653 2632 2610 48 2562 2541 2510 83 54 2427 2395 2329
is_linear=0
shrinkage=0.1


Tree=7155
num_leaves=31
num_cat=0
split_feature=132 1185 1203 3 13 16 130 42 16 1204 1208 1208 402 1210 1210 131 402 43 403 402 131 131 131 150 16 1348 142 447 1 147
split_gain=4.8491e-09 3.36798e-08 1.76846e-08 4.67476e-09 6.16377e-09 9.97364e-09 1.07573e-08 1.48239e-08 1.27777e-08 1.07087e-08 4.59758e-09 7.98301e-09 5.58389e-09 1.76003e-08 9.7057e-09 4.66187e-09 7.3263e-09 3.42906e-08 4.08529e-08 1.86871e-08 8.73269e-09 1.22772e-08 6.39529e-09 7.58264e-09 2.3854e-08 1.70324e-08 8.89716e-09 7.49454e-09 1.07913e-08 8.87179e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.092174999999999993 -0.051094999999999995 -0.095094999999999985 0.08610000000000001 -0.021469999999999996 -0.073404999999999984 -0.084344999999999989 0.12461500000000002 0.10737500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 0.13834500000000002 -0.45015499999999992 0.055925000000000009 -0.15498499999999996 -0.41103999999999991 0.11863000000000001 0.11657500000000001 0.11088500000000003 0.12416000000000001 -0.071854999999999988 -0.047944999999999995 -1.0000000180025095e-35 0.089595000000000022 0.10684 0.094705000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 7 -7 -8 -9 11 12 13 -3 -15 16 17 18 -16 -18 21 22 23 25 -25 -21 -27 29 -29 -28
right_child=1 10 -4 4 5 6 8 9 -10 -11 -12 -13 -14 14 15 -17 19 -19 -20 20 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-1.306595546221193e-06 4.0247036784941359e-06 2.7707058902508479e-06 -2.7997623338446184e-06 1.7366295104181972e-06 -2.097514504839637e-06 -2.5402217697774178e-06 3.1445003685348638e-06 -8.5451216970492774e-07 -5.1455115932059987e-08 2.1563965154720273e-06 -1.5055243898132176e-06 1.8320762208645648e-06 -1.2926393992529484e-06 -2.0990718914310434e-06 -6.1344609031266378e-06 1.5308849617667876e-06 2.6930999620862379e-06 1.4923923495482615e-06 2.5716410391396498e-07 -2.9182751677581113e-06 -1.6429102807080653e-06 2.427308483818468e-06 -1.5034977122851956e-06 2.8558961841034555e-06 -9.86861650744686e-07 -2.037818717326445e-06 2.289731919095639e-08 2.8951964788410063e-06 -1.4152728772387492e-07 -2.0415333145657704e-06
leaf_weight=28 21 23 28 20 22 25 22 27 29 21 20 24 33 22 20 20 26 31 20 20 32 21 28 35 30 21 2384 22 25 21
leaf_count=28 21 23 28 20 22 25 22 27 29 21 20 24 33 22 20 20 26 31 20 20 32 21 28 35 30 21 2384 22 25 21
internal_value=0 3.44907e-08 -4.50437e-07 -1.11359e-07 9.02472e-08 -1.35285e-07 2.12853e-07 -5.65658e-07 1.32719e-06 4.6276e-07 5.37519e-09 1.59483e-08 5.68265e-10 1.58042e-08 -7.00456e-09 9.69554e-09 -1.42427e-09 -1.00397e-06 -2.93865e-06 2.52852e-08 -9.98718e-10 1.91552e-08 -4.00605e-10 1.60524e-08 1.08232e-06 -1.17483e-08 1.17578e-08 2.93112e-08 1.27992e-06 4.87111e-09
internal_weight=0 2899 222 194 166 146 124 73 51 48 2878 2858 2834 2801 2778 2756 2736 71 40 2665 2639 2607 2586 2558 65 2493 2473 2452 47 2405
internal_count=3121 2899 222 194 166 146 124 73 51 48 2878 2858 2834 2801 2778 2756 2736 71 40 2665 2639 2607 2586 2558 65 2493 2473 2452 47 2405
is_linear=0
shrinkage=0.1


Tree=7156
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 147 150 147 2 2 16 1456 12 16 155 2 52 2 160 483 158 2 13 52 50 4 2 151 45 2 2
split_gain=4.70654e-09 1.30156e-07 7.47642e-08 2.26125e-08 4.49509e-09 1.48543e-08 1.36068e-08 6.02024e-09 2.6567e-08 3.32384e-08 3.06004e-08 1.99678e-08 1.85871e-08 1.55367e-08 4.04245e-08 2.65184e-08 1.67621e-08 2.38754e-08 1.87688e-08 4.23413e-08 1.96623e-08 2.89133e-08 1.53884e-08 2.30384e-08 4.59729e-08 2.17937e-08 1.93515e-08 1.38852e-08 1.79303e-08 1.85135e-08
threshold=-0.083284999999999984 0.097510000000000013 0.12679500000000002 0.089480000000000018 0.099230000000000013 0.11648500000000002 0.093875000000000014 0.10613000000000002 0.10912000000000001 0.51222500000000004 -1.0000000180025095e-35 0.086095000000000019 0.62682500000000008 0.14547000000000002 0.11177500000000001 0.039215000000000007 0.11263500000000001 0.10580000000000002 0.10143000000000001 0.10398500000000001 0.11682500000000001 -0.061684999999999997 0.10263500000000002 0.091320000000000012 -0.049534999999999989 0.12992500000000004 -0.079914999999999986 0.082470000000000016 0.10467500000000002 0.10327000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 -6 7 12 9 11 -10 -9 27 14 15 -12 -16 18 19 20 21 -18 23 24 -22 -24 -26 28 29 -2
right_child=2 -3 -4 -5 5 -7 -8 8 10 -11 13 -13 -14 -15 16 -17 17 -19 -20 -21 22 -23 25 -25 26 -27 -28 -29 -30 -31
leaf_value=-7.5167937862808415e-09 3.9225190074100404e-08 7.7421288737737502e-06 -6.1267183434665647e-06 -3.5548792277495523e-06 -4.5887163044729583e-07 3.0594456461585651e-06 -2.330685818378697e-06 -2.6567412989974262e-06 3.6422689700802125e-06 -5.0763834034720881e-06 -5.3074143534104231e-06 1.1295343745132413e-06 3.1254748409992314e-06 2.4997083311886637e-06 2.5228475878975586e-06 -4.2206977735048667e-07 -3.4340994628986134e-07 -3.2055447216331838e-06 -2.4115301459522896e-06 4.7060484257599454e-06 4.6404838309916324e-06 3.6332266469771365e-06 -4.3146464944046874e-06 -3.1533095309333435e-06 -2.6711203190380414e-06 -4.2939473511675415e-07 2.3702817563512706e-07 2.5068271052868628e-06 -2.1162225525167263e-06 2.5012348153781677e-06
leaf_weight=177 2071 22 20 20 30 20 25 26 22 24 25 30 20 21 25 20 41 24 29 20 22 33 22 21 27 42 150 23 38 31
leaf_count=177 2071 22 20 20 30 20 25 26 22 24 25 30 20 21 25 20 41 24 29 20 22 33 22 21 27 42 150 23 38 31
internal_value=0 4.47026e-07 -3.37322e-08 -3.67655e-07 8.55088e-09 9.48455e-07 -8.04348e-09 1.26427e-08 -2.61275e-07 -1.96278e-06 -1.10538e-08 -6.28379e-07 9.09408e-08 -1.65025e-07 -2.76721e-07 -3.13615e-06 5.45987e-09 -1.4056e-07 4.01759e-08 2.2827e-07 -2.18855e-08 1.42996e-06 -4.00182e-07 -3.15854e-09 3.29269e-07 -1.76495e-06 -2.06588e-07 6.28822e-08 3.66155e-08 7.55346e-08
internal_weight=0 219 2902 197 2882 50 2832 2807 624 80 544 56 2183 522 501 45 456 431 407 378 358 74 284 220 199 64 177 2163 2140 2102
internal_count=3121 219 2902 197 2882 50 2832 2807 624 80 544 56 2183 522 501 45 456 431 407 378 358 74 284 220 199 64 177 2163 2140 2102
is_linear=0
shrinkage=0.1


Tree=7157
num_leaves=31
num_cat=0
split_feature=47 2 47 393 2 40 42 47 43 131 160 4 12 2 16 1452 158 3 43 1212 52 158 1447 12 480 133 403 133 403 1454
split_gain=4.77495e-09 5.60745e-08 1.43621e-08 7.17503e-09 6.88337e-09 9.54138e-09 6.9607e-09 1.40872e-08 1.34664e-08 1.12799e-08 2.16569e-08 2.12999e-08 7.57532e-09 1.55086e-08 3.02419e-08 6.69514e-09 9.759e-09 3.1958e-08 3.08477e-08 3.05165e-08 2.41566e-08 1.62293e-08 1.25372e-08 3.03473e-08 3.89752e-08 6.67658e-08 2.34091e-08 6.53926e-08 1.85304e-08 8.49255e-09
threshold=0.092165000000000011 -1.0000000180025095e-35 0.088915000000000008 0.12679500000000002 0.14445500000000003 -0.011659999999999998 0.089535000000000017 0.097970000000000015 -0.10131 0.096490000000000006 -0.019279999999999995 0.033845000000000007 0.094580000000000011 0.10402500000000002 -0.029084999999999996 0.11609000000000001 0.10737500000000001 -0.049509999999999992 -0.013024999999999998 0.086920000000000011 -0.015539999999999998 0.10544500000000002 -0.085684999999999997 0.083985000000000018 0.08610000000000001 0.085265000000000021 -0.54856499999999986 0.40431 -0.53960999999999981 0.10569000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 15 5 -3 7 -7 -9 10 -8 -12 13 14 -10 16 21 18 20 -20 -18 22 23 -1 -25 -26 27 -24 -28 -30
right_child=1 4 -4 -5 -6 6 9 8 12 -11 11 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 26 24 25 -27 28 -29 29 -31
leaf_value=3.8941458358619586e-06 -5.490780954886532e-06 1.757164863368915e-06 1.948693408720805e-06 1.6694106447035804e-06 -1.6987280471015687e-06 -2.7731169765225473e-06 -1.4038879292208799e-06 -2.140265089817856e-06 4.8442270372106578e-06 -1.4860140220207541e-06 3.3005594175961054e-07 4.5007774232885826e-06 -1.3587808139577234e-06 -9.823842813400714e-07 1.86411172920919e-07 1.5671258775337601e-06 -6.1596561766106918e-08 -4.1563040146760008e-06 6.6205715398837128e-07 -4.2828744695428284e-06 4.2950315656753449e-06 2.7316508666527544e-06 -6.1823741506569519e-06 2.658228773588789e-06 2.0128406769496605e-06 -5.96127284021956e-06 3.0315520189105885e-06 1.5278645254180779e-06 -2.6587514293889097e-09 -1.6181440397496883e-06
leaf_weight=28 20 31 39 26 23 23 22 27 20 20 25 24 22 36 46 27 35 24 24 26 20 22 22 32 21 21 20 22 2340 33
leaf_count=28 20 31 39 26 23 23 22 27 20 20 25 24 22 36 46 27 35 24 24 26 20 22 22 32 21 21 20 22 2340 33
internal_value=0 -3.54332e-07 4.31828e-08 1.60902e-08 -3.22972e-08 9.7189e-08 -9.69968e-08 -4.67635e-07 -1.16468e-07 6.11695e-07 1.2026e-06 2.37286e-06 3.24197e-07 6.87192e-07 1.59787e-06 2.68949e-10 -1.54579e-08 -8.64123e-07 -1.11625e-07 -1.90931e-06 1.52263e-06 2.72902e-08 3.85739e-09 1.09002e-06 2.90033e-08 -1.97422e-06 -4.16038e-08 -2.32725e-06 4.22402e-10 -2.51244e-08
internal_weight=0 339 2782 2743 319 296 265 174 151 91 71 49 124 102 66 2717 2690 129 105 50 55 2561 2539 102 74 42 2437 44 2393 2373
internal_count=3121 339 2782 2743 319 296 265 174 151 91 71 49 124 102 66 2717 2690 129 105 50 55 2561 2539 102 74 42 2437 44 2393 2373
is_linear=0
shrinkage=0.1


Tree=7158
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1420 11 157 2 13 157 475 157 42 157 52 151 51 475 150 475 13 13 13 160 474 155 475 474 45 11 10
split_gain=4.7089e-09 3.06445e-08 1.14912e-08 5.16695e-09 6.06676e-09 2.42802e-08 1.87778e-08 2.4185e-08 1.55065e-08 6.23719e-09 8.76181e-09 2.53023e-08 1.44918e-08 1.76574e-08 6.67699e-09 2.7381e-08 3.71372e-08 4.93246e-08 3.72352e-08 1.74074e-08 2.10016e-08 3.10021e-08 2.26761e-08 1.56477e-08 2.44941e-08 1.34797e-08 1.7168e-08 9.85448e-09 2.78334e-08 1.01062e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.086589999999999986 0.088215000000000002 -0.051074999999999988 0.11093500000000002 0.096675000000000011 -0.49695999999999996 -0.47599999999999992 0.11933000000000001 0.087665000000000007 0.088145000000000015 -0.10925999999999998 -0.085134999999999975 -0.085734999999999992 -0.085774999999999976 0.10874500000000002 -0.08466499999999999 -0.092534999999999992 -0.086134999999999975 -0.081829999999999986 0.085130000000000011 -0.090834999999999985 0.087925000000000017 0.016915000000000003 0.11381000000000001 0.094030000000000016 -0.011194999999999998 0.053330000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 8 -6 7 -7 -5 -10 12 -12 14 -14 15 -11 -17 18 -18 -20 -21 -22 -23 -16 25 26 27 28 -25 -30
right_child=1 3 -4 4 5 6 -8 -9 9 10 11 -13 13 -15 23 16 17 -19 19 20 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-1.7054529108069812e-07 3.840161349173632e-06 -1.5566304817920829e-06 -2.3376474294829158e-06 -2.4901926381062366e-06 3.7174170632748765e-06 2.9528010820227325e-06 -1.8302752364049601e-06 -1.5074829491368291e-06 -1.7477540188792775e-06 3.4551877998215532e-06 3.6235575917089593e-06 -6.839960606915459e-07 -3.6364896137304949e-06 2.8566726810326642e-07 -2.3762603989650544e-06 -3.5837490277875384e-06 -3.9583233263415643e-06 4.6537535153080314e-06 3.1244088259799441e-06 -2.1278178930074456e-06 3.8645024578727319e-06 -1.1599642666105999e-06 1.8175280130402292e-06 3.3764753870476248e-06 2.7068586708386042e-06 -1.8803996425002621e-06 2.7746112292251465e-06 -2.0069119145773584e-06 -1.3117650321345263e-08 -1.3987065771019574e-06
leaf_weight=194 21 21 28 25 22 31 34 20 20 28 25 30 24 22 28 24 21 26 22 33 25 68 41 24 33 39 22 25 2091 54
leaf_count=194 21 21 28 25 22 31 34 20 20 28 25 30 24 22 28 24 21 26 22 33 25 68 41 24 33 39 22 25 2091 54
internal_value=0 3.39925e-08 -4.43873e-07 6.21992e-09 1.77074e-08 7.56458e-07 -9.90804e-09 1.20367e-06 -1.10367e-08 1.17079e-08 2.47168e-08 1.27398e-06 -1.21132e-09 -1.76068e-06 2.98698e-08 4.83961e-07 1.63983e-07 5.45108e-07 3.64184e-08 4.80279e-07 1.3195e-07 6.8846e-07 -3.99901e-08 -2.65974e-08 2.15719e-09 -3.74238e-08 -4.98877e-09 -3.28608e-08 -1.01078e-08 -4.79996e-08
internal_weight=0 2899 222 2878 2857 107 85 51 2750 2725 2705 55 2650 46 2604 288 260 236 210 189 167 134 109 2316 2288 2255 2216 2194 2169 2145
internal_count=3121 2899 222 2878 2857 107 85 51 2750 2725 2705 55 2650 46 2604 288 260 236 210 189 167 134 109 2316 2288 2255 2216 2194 2169 2145
is_linear=0
shrinkage=0.1


Tree=7159
num_leaves=31
num_cat=0
split_feature=12 130 15 2 15 131 16 2 15 15 2 1208 1208 403 1203 0 12 12 0 12 2 12 4 2 399 133 402 2 402 1211
split_gain=5.00882e-09 1.34566e-08 5.34314e-09 1.02327e-08 5.90515e-09 3.97048e-08 8.0007e-08 4.45423e-08 1.81972e-08 2.95669e-08 2.19642e-08 1.17555e-08 1.19442e-08 8.05315e-09 2.22907e-08 2.47388e-08 3.37266e-08 5.79731e-08 2.72242e-08 1.59163e-08 2.4799e-08 2.3482e-08 2.12355e-08 1.78321e-08 1.02096e-08 9.94051e-09 1.47062e-08 1.48887e-08 9.23139e-09 8.8555e-09
threshold=0.23631000000000002 -0.22461999999999996 0.17980000000000004 0.10327000000000001 0.11773500000000002 0.090495000000000006 -0.040964999999999994 0.10188000000000001 0.11461000000000002 0.11171000000000002 0.092120000000000021 0.11846000000000001 0.10683000000000002 -0.090774999999999981 0.085685000000000011 -0.071719999999999992 0.083985000000000018 0.085565000000000016 -0.068604999999999985 0.090545000000000014 0.086000000000000007 0.088365000000000013 -0.083644999999999983 0.088475000000000012 -0.087854999999999989 0.11667000000000001 -0.46267499999999995 0.10803500000000001 -0.035114999999999993 0.11048500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 8 6 -6 -8 9 11 -10 12 13 14 15 16 -3 -18 -17 20 22 -22 -19 -21 -15 29 -27 -28 -25 -26
right_child=-2 2 3 -5 5 -7 7 -9 10 -11 -12 -13 -14 24 -16 18 17 19 -20 23 21 -23 -24 28 25 26 27 -29 -30 -31
leaf_value=2.2336346437104685e-06 -1.4702735219761173e-06 2.4939475982440247e-06 2.7441223670621189e-06 -4.1642591614141743e-07 4.1664140143282683e-06 -4.7734845026070618e-06 -4.6485398225711597e-06 9.0714782985472732e-07 4.464671710593393e-06 -3.0979489206255228e-06 -2.2192622850525368e-07 2.3643738619024854e-06 -2.279937959685966e-06 -2.1502006189700256e-06 3.4091962527090427e-06 4.5016292548238063e-06 -5.0317993184392062e-06 4.7715523024912136e-07 1.4520422126906853e-07 -2.6361241093821408e-06 -3.1923979739596166e-06 1.482594519653834e-06 4.8754470342481951e-06 -1.2253716671276987e-06 -1.7716349556288928e-08 6.1477483178174639e-07 -3.4746885106073933e-06 3.3957313405608148e-09 1.4473308359543222e-06 1.7113330271930258e-06
leaf_weight=27 23 39 20 21 32 20 31 27 20 31 20 21 23 23 24 26 27 23 32 38 21 22 21 24 2344 31 32 20 28 30
leaf_count=27 23 39 20 21 32 20 31 27 20 31 20 21 23 23 24 26 27 23 32 38 21 22 21 24 2344 31 32 20 28 30
internal_value=0 1.09134e-08 -8.62861e-09 1.1253e-06 -2.39723e-08 -7.43238e-07 1.52372e-07 -2.06227e-06 3.12336e-09 -2.62968e-08 2.12137e-06 7.12591e-09 -1.03784e-08 8.23117e-09 4.7629e-07 2.42437e-07 -2.00475e-07 -7.15585e-07 2.09808e-06 -5.71791e-08 9.07307e-07 -8.00541e-07 2.57634e-06 -9.89515e-07 -5.31072e-08 -3.34763e-08 -1.10921e-06 -2.13696e-06 2.13776e-07 4.13347e-09
internal_weight=0 3098 3071 41 3030 110 90 58 2920 2880 40 2849 2828 2805 325 301 243 204 58 177 87 43 44 90 2480 2457 83 52 52 2374
internal_count=3121 3098 3071 41 3030 110 90 58 2920 2880 40 2849 2828 2805 325 301 243 204 58 177 87 43 44 90 2480 2457 83 52 52 2374
is_linear=0
shrinkage=0.1


Tree=7160
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 401 403 43 52 13 42 1203 42 52 16 403 1210 1210 132 1204 1186 43 1211 484 403 16 403 1203 402 1213 133
split_gain=5.18664e-09 6.65309e-09 6.61276e-09 9.10198e-09 6.34618e-09 6.37594e-09 2.08757e-08 5.39779e-08 3.55385e-08 3.8738e-08 2.56546e-08 1.79663e-08 5.5986e-08 2.64844e-08 1.29795e-08 8.42691e-08 5.63597e-08 2.01801e-08 2.35996e-07 1.43751e-07 3.27024e-08 3.61225e-08 2.43122e-08 2.25495e-08 3.43947e-08 2.70387e-08 1.76404e-08 1.53682e-08 1.2918e-08 1.417e-08
threshold=0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.092099999999999987 0.13699500000000003 -0.090774999999999981 0.055925000000000009 0.10611000000000001 -0.085964999999999986 0.087195000000000009 0.085685000000000011 0.091205000000000008 -0.0087299999999999982 -0.076354999999999992 -0.0038999999999999994 -0.08861999999999999 -0.065674999999999983 -0.083284999999999984 -0.08130999999999998 1.0000000180025095e-35 0.05259500000000001 0.09030500000000001 0.062030000000000009 -0.085729999999999987 -0.022939999999999999 -0.081499999999999989 0.085265000000000021 -1.0000000180025095e-35 0.060985000000000004 0.18829500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 -5 11 12 -10 28 15 -7 -16 19 -19 26 21 22 23 -20 25 -25 -17 -27 29 -14
right_child=-2 -3 -4 4 -6 14 -8 -9 10 -11 -12 -13 13 -15 16 17 -18 18 20 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=1.7753110239874363e-06 -1.6052065734584177e-06 1.6032877161146295e-06 -1.411075710591652e-06 3.1264570679923056e-07 -1.7802033767111425e-06 -6.7520468313714011e-06 3.0428556280120187e-06 -3.5537682760257344e-06 -4.2861356963509362e-06 6.5366276749045935e-06 3.5617270896182164e-06 2.1186515872224325e-06 -3.4536481234681564e-06 3.1211086803961266e-06 5.3285652785461937e-06 -2.6010968449204836e-08 -2.738713848195328e-09 -1.1106204876796257e-05 -2.2479539489950182e-06 8.3145446015329244e-06 -2.6352951522312652e-06 4.5855039140654053e-06 -2.4121966760048965e-06 -2.3976997331723959e-06 4.0432205764773249e-06 -2.155095074840574e-07 -3.351989586581508e-06 3.3271914016950182e-06 1.2389013370979697e-06 -2.3179101466941873e-07
leaf_weight=29 20 26 33 20 20 21 28 34 33 20 20 28 20 27 20 52 2320 20 20 21 33 22 28 26 34 24 23 25 31 43
leaf_count=29 20 26 33 20 20 21 28 34 33 20 20 28 20 27 20 52 2320 20 20 21 33 22 28 26 34 24 23 25 31 43
internal_value=0 1.03572e-08 -3.11151e-09 1.21623e-08 -4.80797e-09 7.05568e-09 4.41143e-07 1.77201e-07 7.01387e-07 3.42464e-06 1.6213e-07 -2.11452e-07 -6.35108e-07 3.60627e-07 -4.20193e-08 -6.10909e-07 4.2828e-08 -2.17727e-07 -7.22291e-07 1.00164e-06 2.57324e-07 7.906e-07 2.5883e-07 8.38587e-07 1.40493e-06 2.08898e-07 -1.04598e-06 1.59199e-06 -4.32277e-07 -1.2546e-06
internal_weight=0 3101 3075 3042 3013 2993 304 276 242 40 202 182 154 121 2689 349 2340 328 232 96 212 179 157 129 109 75 75 49 94 63
internal_count=3121 3101 3075 3042 3013 2993 304 276 242 40 202 182 154 121 2689 349 2340 328 232 96 212 179 157 129 109 75 75 49 94 63
is_linear=0
shrinkage=0.1


Tree=7161
num_leaves=31
num_cat=0
split_feature=132 393 132 50 3 4 400 0 0 13 1208 1208 1209 1201 472 1429 1429 1429 475 1429 471 157 12 156 2 2 160 16 0 150
split_gain=4.94059e-09 2.71621e-08 1.36348e-08 9.53003e-09 5.10826e-09 5.97934e-09 1.03337e-08 5.93928e-09 1.14502e-08 6.96865e-09 5.07601e-09 1.0193e-08 7.23124e-09 4.86974e-09 4.59483e-09 1.11367e-08 7.67464e-09 8.09277e-09 1.78361e-08 6.5187e-09 8.06817e-09 4.13491e-08 1.62585e-08 1.0475e-08 6.01621e-09 4.43163e-08 2.20436e-08 1.92518e-08 1.7749e-08 1.70764e-08
threshold=-0.083174999999999985 0.12069000000000002 -0.084644999999999984 0.09227500000000001 -0.092644999999999991 -0.086254999999999984 -0.087079999999999977 -0.09515499999999999 -0.086834999999999982 0.054800000000000008 0.11531000000000001 0.10233500000000001 -0.097919999999999993 -0.08261499999999998 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.060529999999999994 -0.011519999999999997 -0.011139999999999999 0.089900000000000022 -0.06482499999999998 0.095935000000000006 -0.087544999999999998 0.10803500000000001 0.10981000000000002 0.11205000000000002 0.55700000000000005 -0.23001499999999997 0.11235000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 -1 -6 -7 -8 -9 -10 11 12 -2 -14 -15 -16 -17 18 -18 -19 23 -22 -23 -21 27 -26 28 -25 -27 -30
right_child=1 -3 -4 -5 5 6 7 8 9 -11 -12 -13 13 14 15 16 17 19 -20 20 21 22 -24 24 25 26 -28 -29 29 -31
leaf_value=-1.2441675576155831e-06 -1.8932729153675611e-06 3.6182037049348726e-06 -2.8175947332701156e-06 -1.9420651971847327e-06 -1.1804958010385316e-06 2.5412855997976955e-06 1.311003679270764e-06 -2.3779500429554902e-06 1.3527446704131308e-06 -1.0267569359712071e-06 -1.3560155636056422e-06 1.7962971214480206e-06 1.5320653314379991e-06 -1.3741508477475388e-06 2.3095975068697173e-06 -1.8210913446597736e-06 -7.0424733009031936e-07 -1.7270753790977655e-06 2.7272116705551692e-06 -1.8539337207262328e-06 4.8930294724414132e-06 1.2089454138504152e-06 -2.5184669066323877e-06 4.4835981829912607e-08 -4.0350790328602669e-06 -2.4854969689675439e-06 2.5038913720216501e-06 3.1631460888092986e-06 -2.6989198462046067e-07 1.9455680187188831e-06
leaf_weight=25 20 21 22 27 23 22 31 20 32 20 27 32 21 24 21 23 28 22 33 31 20 25 22 1965 30 33 31 20 412 38
leaf_count=25 20 21 22 27 23 22 31 20 32 20 27 32 21 24 21 23 28 22 33 31 20 25 22 1965 30 33 31 20 412 38
internal_value=0 3.48169e-08 -4.54664e-07 -1.94741e-07 7.79624e-08 3.01295e-07 5.73945e-07 1.53736e-07 -3.44532e-07 4.37552e-07 8.66984e-09 2.15939e-08 1.44829e-09 1.49868e-08 3.51865e-09 1.55245e-08 -2.10286e-09 1.3335e-08 1.15212e-06 -1.28883e-08 1.46729e-09 1.08475e-06 -5.35801e-07 -2.68841e-08 -4.4885e-09 -2.99112e-07 -8.10597e-08 7.62547e-08 -2.46968e-07 -8.28087e-08
internal_weight=0 2899 222 200 173 148 125 103 72 52 2878 2851 2819 2799 2778 2754 2733 2710 61 2649 2627 67 47 2560 2529 544 514 1985 483 450
internal_count=3121 2899 222 200 173 148 125 103 72 52 2878 2851 2819 2799 2778 2754 2733 2710 61 2649 2627 67 47 2560 2529 544 514 1985 483 450
is_linear=0
shrinkage=0.1


Tree=7162
num_leaves=31
num_cat=0
split_feature=43 12 130 12 40 401 1210 1210 1208 1208 47 2 47 42 40 15 49 1456 51 12 43 1 2 43 4 4 0 0 132 2
split_gain=4.70172e-09 1.43313e-08 1.17819e-08 1.02795e-08 8.3245e-09 6.04796e-09 6.47317e-09 8.37148e-09 6.73052e-09 9.0673e-09 5.01495e-09 4.39591e-08 1.44771e-08 8.65901e-09 9.24578e-09 9.7143e-09 7.26766e-09 8.77225e-09 1.62379e-08 1.55239e-08 9.55037e-09 1.32177e-08 7.58875e-09 8.89261e-09 7.14995e-09 1.7505e-08 7.21751e-09 4.61588e-08 4.17552e-08 2.40118e-07
threshold=-0.50216499999999986 0.10016000000000001 -0.22699999999999995 0.085565000000000016 -0.23755499999999996 0.13837000000000002 -0.38516499999999992 -0.099939999999999987 0.11846000000000001 0.10480500000000002 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.10502000000000002 -0.045684999999999996 -0.037864999999999989 -0.015259999999999998 -0.077604999999999993 -0.040379999999999992 0.096475000000000019 -0.080954999999999985 0.090275000000000008 0.11548000000000001 -0.0047449999999999992 -0.58204499999999992 -0.51843499999999987 -0.082394999999999982 -0.082619999999999985 -0.083284999999999984 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 -6 -8 9 10 12 -12 24 14 -13 16 -16 -18 19 -19 -20 -22 23 -23 -9 -26 27 -27 29 -28
right_child=2 -3 4 -5 5 -7 7 8 -10 -11 11 13 -14 -15 15 -17 17 18 20 -21 21 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=1.3404173863044114e-06 -2.2264191405459618e-06 2.999549557595553e-06 1.8932199212861672e-06 -1.3710132495346224e-06 1.4566177227000783e-06 -1.749672142068448e-06 -1.6817115025939225e-06 1.8621575201615586e-06 1.7398186204528349e-06 -2.1377778600140119e-06 -4.9118731635644514e-06 1.902367298498575e-06 2.6611730455832525e-06 -2.0872717345810088e-06 1.6154356507690358e-06 -2.1732028190377781e-06 -2.119751836744399e-06 3.566089243695783e-06 -1.5770996900717666e-06 -1.9447208528401373e-07 2.1326638297978207e-06 2.8851781526858152e-08 6.6074236394452974e-07 -2.7228040637609134e-06 -2.7368373099781582e-06 -3.9888070382838671e-08 1.1912034183296783e-05 -4.2947532117173418e-06 5.3395701668315763e-08 -7.4017689125109132e-07
leaf_weight=27 24 21 23 29 30 20 30 21 22 20 20 25 21 20 27 21 20 23 48 21 25 24 33 23 23 1317 20 26 1057 60
leaf_count=27 24 21 23 29 30 20 30 21 22 20 20 25 21 20 27 21 20 23 48 21 25 24 33 23 23 1317 20 26 1057 60
internal_value=0 7.7172e-07 -1.95187e-08 -6.37163e-08 -1.98038e-09 -1.65248e-08 -4.88121e-09 -1.9759e-08 -2.66663e-09 -1.59083e-08 -1.14748e-09 -3.67924e-07 4.64109e-08 -7.47658e-08 6.40277e-08 -1.09401e-07 6.82218e-08 -1.24289e-07 7.82964e-08 1.77128e-06 -4.08573e-07 1.2561e-07 -5.01594e-07 -1.3177e-06 2.46558e-08 9.23927e-09 3.47069e-08 -1.22261e-07 2.20114e-07 2.42288e-06
internal_weight=0 77 3044 56 3020 2997 2977 2947 2917 2895 2875 330 2545 310 290 265 244 217 197 44 153 105 80 47 2524 2503 2480 1343 1137 80
internal_count=3121 77 3044 56 3020 2997 2977 2947 2917 2895 2875 330 2545 310 290 265 244 217 197 44 153 105 80 47 2524 2503 2480 1343 1137 80
is_linear=0
shrinkage=0.1


Tree=7163
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 130 1208 1208 1208 1213 4 2 1212 43 12 401 1210 42 1210 1210 1210 3 1454 1454 1212 41 33 402 13 157 1
split_gain=5.6137e-09 2.37778e-08 1.24023e-08 4.9742e-09 1.27943e-08 4.82016e-09 9.20511e-09 5.99761e-09 5.78346e-09 1.62588e-08 1.25569e-08 1.23239e-08 1.14178e-07 1.10574e-07 4.75257e-08 1.56928e-08 4.5101e-08 9.33179e-09 1.40329e-08 6.87598e-09 5.29257e-09 2.03935e-08 1.95308e-08 1.50356e-08 1.31199e-08 3.27402e-08 1.15807e-08 1.26942e-08 1.50617e-08 4.19039e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.23631000000000002 -0.22461999999999996 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.24064499999999997 -0.049534999999999989 0.087955000000000019 -0.089544999999999986 -0.0047449999999999992 0.088305000000000008 0.11370000000000001 -0.083289999999999989 0.087075000000000014 -0.079504999999999978 -0.064344999999999999 -0.052634999999999994 -0.094874999999999987 0.08950000000000001 0.11906000000000001 -0.064959999999999976 0.08690500000000001 -0.0066799999999999993 0.086855000000000016 0.27020000000000005 -0.04831499999999999 0.10337500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 7 8 9 10 -6 12 -10 -14 15 16 -13 -17 -19 -20 21 26 23 -22 25 -25 27 28 29 -21
right_child=1 3 -4 -5 5 -7 -8 -9 11 -11 -12 14 13 -15 -16 17 -18 18 19 20 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.006833510458807e-07 3.3898388903166747e-06 2.1909746094563703e-06 -2.4520598718221924e-06 -1.452067439676403e-06 -5.9931708046671403e-07 -1.3259661348759742e-06 1.7029261689671671e-06 -1.686451030634219e-06 -3.2851893585698677e-06 1.6664769299538985e-06 -3.4843982058935746e-06 -7.5571039295547447e-07 1.009728544090649e-05 -1.7635982461880222e-07 -4.2532281965507607e-06 -1.8057793210703365e-06 5.4618469357592402e-06 2.2561090580503725e-06 -1.6452798502371024e-06 1.1515385237782454e-06 2.7120623235532553e-06 3.4539972646996375e-06 -3.0817138532632903e-06 3.6554912905254848e-06 -2.3674649658763276e-06 -6.1296468735472341e-08 -1.9015182288057987e-06 -2.1385625217362758e-06 7.4801307932705158e-07 -3.7908042525581049e-06
leaf_weight=194 21 27 28 23 48 27 32 21 31 21 22 28 20 22 26 28 20 28 25 42 20 20 21 24 24 1895 25 20 309 29
leaf_count=194 21 27 28 23 48 27 32 21 31 21 22 28 20 22 26 28 20 28 25 42 20 20 21 24 24 1895 25 20 309 29
internal_value=0 3.71193e-08 -4.84641e-07 1.26554e-08 2.44553e-08 3.7707e-09 1.65886e-08 -2.89961e-09 9.96596e-09 -7.73934e-07 -1.50606e-06 3.68139e-08 1.31815e-06 4.71585e-06 6.15134e-10 4.3852e-08 1.83494e-06 9.60016e-09 3.00799e-08 4.68099e-09 2.16629e-08 3.33344e-07 -4.82454e-08 -1.57936e-08 -4.38725e-08 -1.48124e-08 1.8649e-07 3.1699e-07 4.4623e-07 -8.67165e-07
internal_weight=0 2899 222 2878 2855 2828 2801 2769 2748 91 70 2657 73 42 2584 2558 48 2510 2482 2454 2429 445 1984 1963 1943 1919 425 400 380 71
internal_count=3121 2899 222 2878 2855 2828 2801 2769 2748 91 70 2657 73 42 2584 2558 48 2510 2482 2454 2429 445 1984 1963 1943 1919 425 400 380 71
is_linear=0
shrinkage=0.1


Tree=7164
num_leaves=31
num_cat=0
split_feature=132 394 1186 15 42 2 399 15 129 133 43 1184 4 3 130 133 1 1 121 16 16 1212 1210 402 1 4 4 0 4 2
split_gain=4.54692e-09 2.1841e-08 1.03308e-08 1.07942e-08 5.11655e-09 1.13184e-08 1.23866e-08 7.79035e-09 5.08702e-09 6.29606e-09 3.99235e-08 1.61066e-08 1.29358e-08 1.4807e-08 1.35658e-08 8.96975e-09 1.1649e-08 6.83594e-09 1.81367e-08 9.41817e-09 6.95155e-08 3.39902e-08 1.31452e-07 6.02337e-08 1.68715e-08 7.06687e-08 6.35794e-08 7.31661e-08 5.31291e-08 1.69816e-08
threshold=-0.083174999999999985 0.11233000000000001 0.049580000000000006 0.092400000000000024 -0.049004999999999993 0.089125000000000024 0.085965000000000014 0.084510000000000016 -0.082304999999999975 -0.14757499999999998 -0.011244999999999998 0.089075000000000015 -0.079329999999999984 -0.082234999999999989 0.095135000000000011 -0.24098999999999995 0.090275000000000008 0.16540500000000002 -0.11996 -0.092484999999999984 -0.094359999999999986 -0.089544999999999986 -0.026879999999999998 0.23460000000000003 0.078340000000000007 -0.079764999999999989 -0.0078799999999999981 -0.089269999999999988 -0.00099499999999999979 0.10584500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 6 -1 -6 -2 10 -10 17 13 -12 15 16 -14 18 -11 20 24 22 -21 -23 26 -26 27 -20 -28 -30
right_child=1 -3 -4 -5 7 -7 -8 -9 9 11 12 -13 14 -15 -16 -17 -18 -19 19 21 -22 23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-3.388656209608598e-06 1.3282750910940226e-06 3.3265985121033742e-06 -2.5466408958761481e-06 -2.1600710294933379e-06 2.9030892868738248e-08 9.0390369744936295e-07 -1.7584343709131647e-07 2.1246499092815915e-06 -4.4642126567850942e-06 -2.9251222875765442e-06 -8.7949750677045594e-08 2.8645138678484728e-06 1.6703479706995644e-06 3.2415336797632996e-06 -2.9999109142408998e-06 -1.7230994943090014e-06 -9.1390997660958179e-07 1.8576800778191682e-06 8.390317371436141e-06 9.1663966554733646e-06 -5.0961320555180811e-06 1.1158092646261382e-07 -2.5631319383971155e-07 -4.929989358970488e-06 -6.2792247626930481e-06 -1.6262283235172793e-07 -5.058461786012188e-06 7.6781920116071197e-07 9.5330441111738379e-07 -1.5016479540158322e-06
leaf_weight=20 29 20 21 25 68 34 30 24 23 21 34 20 37 22 20 26 33 20 20 20 29 1882 57 24 20 340 21 34 109 38
leaf_count=20 29 20 21 25 68 34 30 24 23 21 34 20 37 22 20 26 33 20 20 20 29 1882 57 24 20 340 21 34 109 38
internal_value=0 3.33982e-08 -4.36177e-07 -2.1568e-07 6.05113e-08 -5.03758e-07 -1.46097e-06 5.75714e-07 1.05208e-08 -2.88789e-09 -5.51325e-07 3.73928e-08 -2.80902e-08 1.22006e-06 -6.30646e-07 -1.37049e-07 4.52055e-07 1.59346e-08 1.84858e-09 2.55442e-08 -3.17728e-07 1.31313e-07 2.19114e-06 4.80984e-08 -7.96292e-08 -5.02434e-07 6.06e-07 3.59097e-06 -3.53453e-07 3.18691e-07
internal_weight=0 2899 222 201 176 84 50 92 2879 2850 195 2655 172 56 116 96 70 2635 2615 2594 611 1983 77 1906 582 360 222 54 168 147
internal_count=3121 2899 222 201 176 84 50 92 2879 2850 195 2655 172 56 116 96 70 2635 2615 2594 611 1983 77 1906 582 360 222 54 168 147
is_linear=0
shrinkage=0.1


Tree=7165
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 402 1200 131 16 130 403 403 480 42 481 2 159 43 1420 1 10 1 50 1447 1 51 403 51 51 4
split_gain=4.60674e-09 1.34561e-07 8.73096e-08 2.13446e-08 6.60373e-09 1.33401e-08 1.31423e-08 6.25935e-09 5.03972e-09 9.45168e-09 5.97091e-09 4.7393e-09 4.67222e-09 3.34087e-08 4.74012e-08 3.80635e-08 2.42201e-08 3.33361e-08 1.08666e-08 8.94151e-09 1.43554e-07 1.3639e-07 2.35676e-08 1.94796e-08 1.52053e-08 1.48495e-08 5.82662e-08 1.17204e-07 1.97222e-08 8.29894e-08
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.079429999999999987 -0.092414999999999983 0.087415000000000007 -0.076979999999999979 -0.056919999999999991 0.087380000000000013 -0.073254999999999987 -0.089609999999999981 0.086930000000000021 0.086135000000000003 -0.086219999999999977 0.086885000000000004 -0.087844999999999993 -0.078469999999999984 -0.079539999999999986 0.09253500000000002 -0.0082499999999999987 0.093100000000000002 0.13276000000000002 0.022105000000000003 0.091615000000000016 0.092235000000000011 -0.0031149999999999997 0.096505000000000021 0.078435000000000019 -0.078439999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 5 -4 -7 -1 9 10 11 -9 18 15 -15 -14 17 -16 -6 20 -20 -21 23 24 25 28 -27 -28 -22 -30
right_child=2 -3 4 -5 12 6 -8 8 -10 -11 -12 -13 13 14 16 -17 -18 -19 19 21 22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=1.2099778267327111e-06 -6.3091508846727354e-06 7.6783189303134112e-06 -1.0223392109764974e-06 -3.5025658820586611e-06 -1.5044207561913937e-06 3.7297079374680339e-06 3.1095849694991005e-07 5.0366637755029269e-07 6.3447880052081027e-07 -2.350578672095393e-06 1.3407280404109658e-06 -1.3497406046314142e-06 4.9249384966091827e-06 -3.9009243359089401e-06 -4.003984346354628e-06 4.0329917527952393e-07 2.4934729889549235e-06 1.3414591770859781e-06 -8.5744674908028181e-06 8.4035540885452069e-06 -1.0542674937750078e-07 5.2423137714506576e-08 2.7262095959912357e-06 -2.8722365582325436e-06 2.293872940286848e-06 -3.4472958522731768e-06 8.8763234543876021e-06 2.8427362323853163e-07 -4.5547443510999036e-06 2.5189157084965972e-06
leaf_weight=32 22 23 22 20 50 22 23 22 39 26 20 37 29 32 20 52 38 28 20 20 1369 882 30 25 27 24 20 77 43 27
leaf_count=32 22 23 22 20 50 22 23 22 39 26 20 37 29 32 20 52 38 28 20 20 1369 882 30 25 27 24 20 77 43 27
internal_value=0 4.42255e-07 -3.33798e-08 -4.06875e-07 1.45602e-08 9.95734e-07 1.98235e-06 -5.50924e-08 -3.36219e-07 -6.96764e-07 -1.52471e-07 -6.5864e-07 -8.80941e-09 4.58283e-07 -6.15224e-07 2.02216e-06 6.07362e-07 -8.85809e-07 -4.43685e-08 -1.58963e-08 -1.5347e-07 2.37592e-07 -5.08996e-08 -1.02583e-07 -5.89524e-08 -9.96744e-08 9.64301e-07 2.05583e-06 -1.8914e-07 -1.82633e-06
internal_weight=0 219 2902 196 2880 67 45 176 144 105 79 59 2813 199 118 81 86 48 2614 2564 1662 902 1642 1612 1587 1560 121 97 1439 70
internal_count=3121 219 2902 196 2880 67 45 176 144 105 79 59 2813 199 118 81 86 48 2614 2564 1662 902 1642 1612 1587 1560 121 97 1439 70
is_linear=0
shrinkage=0.1


Tree=7166
num_leaves=31
num_cat=0
split_feature=402 1212 401 1209 3 132 1185 1203 484 1452 12 12 142 12 11 147 147 483 160 3 150 2 2 49 0 52 457 160 49 151
split_gain=4.7801e-09 6.83068e-09 7.83097e-09 6.43183e-09 3.29448e-08 5.60861e-09 2.68973e-08 1.61231e-08 4.70268e-09 5.38613e-09 6.27725e-09 2.14478e-08 1.50383e-08 1.172e-08 1.15806e-08 6.93387e-09 1.25372e-08 1.09979e-08 8.06997e-09 2.65471e-08 3.93401e-08 3.19633e-08 3.54391e-08 1.36122e-08 1.38513e-08 1.54401e-08 1.25035e-08 1.097e-08 2.66839e-08 1.33913e-08
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.085894999999999985 -0.082334999999999978 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.52850499999999989 0.11609000000000001 0.12757000000000002 0.15120000000000003 -0.057499999999999989 0.23631000000000002 -0.014494999999999999 0.099230000000000013 0.093875000000000014 -0.47181499999999993 0.086325000000000013 0.096675000000000011 0.088380000000000014 0.10912000000000001 0.10497000000000002 -0.012404999999999998 -0.082619999999999985 -0.14813999999999997 0.083925000000000013 0.066685000000000008 -0.081604999999999997 0.015440000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -5 -8 10 12 -12 -10 -13 -14 16 17 -16 27 20 21 22 23 26 25 -25 -20 29 -29 -19
right_child=-2 -3 -4 5 -6 6 8 -9 9 -11 11 13 14 -15 15 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=1.7730814154977755e-06 1.5036398508527782e-06 -1.8075893757711692e-06 1.8013733059281851e-06 -1.5869433281666623e-07 -3.5522446407954844e-06 3.6095221113490493e-06 -1.5107398121472217e-06 -2.7702284737811342e-06 2.6408891110143237e-06 1.3389121191252226e-06 -3.4994240278055346e-06 2.0326628405850248e-06 -2.2692226637714568e-06 -1.2348429050768535e-06 2.1250951631373029e-06 1.4977130469384648e-06 -2.2583188290070669e-06 -1.1664999876542578e-08 -3.7332011829892599e-06 -2.947787437846435e-06 3.5696209226242764e-06 2.882668042995344e-06 -4.7639208219152355e-06 3.1986106413179577e-06 -1.4070703448965105e-06 1.1181580041672781e-08 -5.0525800188795858e-07 -9.6665509992253012e-07 3.0387633206630247e-06 1.2084374789760369e-06
leaf_weight=21 21 21 24 190 26 21 20 27 22 31 22 21 22 23 25 32 24 2091 21 38 26 24 22 21 40 55 28 29 39 94
leaf_count=21 21 21 24 190 26 21 20 27 22 31 22 21 22 23 25 32 24 2091 21 38 26 24 22 21 40 55 28 29 39 94
internal_value=0 -1.0183e-08 2.076e-09 -1.20592e-08 -1.17284e-06 6.07802e-09 4.41529e-08 -4.83632e-07 1.7123e-08 2.82348e-08 1.32914e-08 -9.50042e-07 3.72567e-08 3.24648e-07 1.54856e-08 3.4751e-08 1.65847e-08 3.79703e-08 1.73303e-08 -4.94071e-07 -1.00648e-07 -5.52908e-07 -9.93838e-07 -4.9116e-07 9.91638e-08 8.91919e-07 -1.88866e-06 7.97516e-08 1.33057e-06 4.08245e-08
internal_weight=0 3100 3079 3055 47 3008 2791 217 2770 2750 2719 66 2653 44 2631 2609 2577 2553 2528 275 237 211 187 165 116 76 49 2253 68 2185
internal_count=3121 3100 3079 3055 47 3008 2791 217 2770 2750 2719 66 2653 44 2631 2609 2577 2553 2528 275 237 211 187 165 116 76 49 2253 68 2185
is_linear=0
shrinkage=0.1


Tree=7167
num_leaves=31
num_cat=0
split_feature=45 32 33 2 1 0 147 150 49 448 150 151 43 3 1374 43 43 1374 457 52 43 159 0 133 0 0 130 0 0 130
split_gain=5.08865e-09 5.17167e-09 8.81532e-09 6.6214e-09 9.74742e-08 4.24106e-08 5.25449e-09 1.05578e-08 5.15749e-08 1.33708e-08 7.78995e-09 7.18501e-09 2.08333e-08 1.63649e-08 1.14492e-08 9.04678e-09 3.58877e-08 3.20219e-08 2.91443e-08 6.07026e-08 2.67851e-08 1.62592e-08 1.97087e-08 4.02162e-08 3.22545e-08 2.71038e-08 2.61273e-08 3.07636e-08 4.5102e-08 2.73677e-08
threshold=-0.067109999999999989 1.0000000180025095e-35 -0.009184999999999997 -0.0050599999999999994 0.094220000000000012 -0.092404999999999973 0.099230000000000013 0.12640500000000002 -0.045154999999999994 1.0000000180025095e-35 0.11857000000000002 0.056735000000000001 -0.082144999999999982 -0.086769999999999986 -0.096434999999999979 -0.082389999999999977 -0.083134999999999987 0.087110000000000007 0.041220000000000007 -0.029369999999999997 -0.082064999999999985 0.11084000000000001 -0.067094999999999988 0.085195000000000007 -0.070499999999999993 -0.040504999999999992 0.085235000000000019 -0.077809999999999976 -0.075684999999999988 0.089005000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 9 -9 10 11 14 13 -13 -5 16 18 20 21 -20 -17 22 24 25 26 -24 27 -16 -29 -28
right_child=1 -3 3 6 5 -7 -8 8 -10 -11 -12 12 -14 -15 15 17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=-1.551406265997728e-06 -1.7678470417844699e-06 1.3884625197399013e-06 7.1312386361910292e-06 -2.0505328101145488e-06 -4.5023643018621011e-06 5.0466170050143789e-07 1.2196455422915332e-06 1.6614507103440701e-06 -4.6998721772979479e-06 2.3451723222933654e-06 -1.9917565435889629e-06 1.3159288050701434e-06 2.5009941642876095e-06 -2.7294257245102927e-06 -7.9884494761314997e-07 -3.1018009312431571e-06 3.8022157403767257e-06 -4.1066330149419628e-06 -1.2598464681366928e-07 6.7451981388444445e-06 -4.0131215667217874e-08 -2.3673460382387304e-06 3.0324922482288294e-06 4.467067335632425e-06 -4.146575033701083e-06 -1.142895674968044e-06 4.5213269169669898e-06 4.8330918698411558e-06 -1.5380810268084135e-06 4.9778923140951378e-07
leaf_weight=21 28 27 20 28 21 87 34 26 25 24 20 20 41 20 306 29 28 20 36 20 1947 29 22 29 20 53 22 25 20 73
leaf_count=21 28 27 20 28 21 87 34 26 25 24 20 20 41 20 306 29 28 20 36 20 1947 29 22 29 20 53 22 25 20 73
internal_value=0 1.05104e-08 -1.5966e-09 1.46448e-08 7.18599e-07 -4.68927e-07 -1.62452e-08 -3.08204e-08 -1.45684e-06 -5.1399e-09 -2.5228e-08 -1.11209e-08 9.16924e-07 -7.06748e-07 -3.88903e-08 -1.78653e-08 2.9628e-07 -1.25361e-07 1.46408e-07 2.32801e-06 -8.50646e-08 -5.75481e-08 5.9968e-08 1.30468e-06 -2.17821e-07 8.18848e-08 -4.16437e-08 -4.39832e-07 2.00146e-06 1.42956e-06
internal_weight=0 3100 3073 3045 128 108 2917 2883 51 2832 2808 2788 81 40 2707 2679 683 1996 655 56 1976 599 570 104 466 75 446 351 45 95
internal_count=3121 3100 3073 3045 128 108 2917 2883 51 2832 2808 2788 81 40 2707 2679 683 1996 655 56 1976 599 570 104 466 75 446 351 45 95
is_linear=0
shrinkage=0.1


Tree=7168
num_leaves=31
num_cat=0
split_feature=448 1348 132 50 1185 1203 1204 12 12 131 13 42 400 42 46 46 1428 472 474 2 14 1373 0 2 16 52 16 13 52 130
split_gain=5.02566e-09 1.06827e-08 4.74664e-09 1.28516e-07 7.83437e-08 1.60896e-08 5.37034e-09 1.28078e-08 1.71492e-08 5.0557e-09 5.23529e-09 5.5276e-09 7.65577e-09 7.57977e-09 4.52418e-09 8.34388e-09 6.15715e-09 5.21643e-09 9.84778e-09 5.25073e-09 1.86141e-08 1.67316e-08 3.26895e-08 2.23183e-08 1.66132e-08 1.60363e-08 1.75681e-08 1.68561e-08 6.2349e-08 2.56322e-08
threshold=0.068920000000000023 0.091105000000000005 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089165000000000008 -0.079429999999999987 0.087535000000000016 0.090285000000000018 -0.076979999999999979 -0.0018299999999999998 -0.074124999999999983 0.10645500000000001 -0.015274999999999999 0.10987500000000001 0.083550000000000013 -0.070379999999999984 -0.38234499999999999 0.11381000000000001 0.10613000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23001499999999997 0.10699500000000002 0.55700000000000005 0.15116000000000002 0.0028900000000000006 0.24813000000000004 0.12445000000000002 -0.077029999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 9 7 -6 -9 -1 11 -11 13 -13 15 16 -8 -18 19 20 -19 22 -21 -24 -22 27 -27 28 29 -25
right_child=-2 -3 4 -5 6 -7 14 8 -10 10 -12 12 -14 -15 -16 -17 17 18 -20 21 24 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=1.0782350003069042e-06 -1.5800982896507777e-06 1.8880790662478832e-06 -5.9869384089820828e-06 7.6887543751912424e-06 -1.2311879237358881e-06 -2.9873419797305753e-06 1.3460516415210751e-06 3.5069330358247987e-06 -3.3522183219334002e-07 1.5076998845131586e-06 -1.4865556655270971e-06 1.6524813210470829e-06 -2.0582325282703097e-06 -5.4103276340811131e-07 1.4444274998346546e-06 -1.7782177464040514e-06 -1.5617804448001234e-06 2.8087679899850099e-06 1.8499018202484357e-06 -3.7331635374877286e-06 -2.4719561799360647e-08 2.4726450495412186e-06 -3.3478071465899782e-06 -2.915231165917329e-06 2.5692086483104502e-06 -3.6719118834298569e-06 7.7013832196826121e-08 -2.6815077240999454e-06 5.5364461938249104e-06 1.6496310891871482e-07
leaf_weight=32 20 30 22 22 20 21 33 26 21 20 30 23 20 50 21 27 22 24 28 28 1997 21 22 29 25 25 25 21 21 395
leaf_count=32 20 30 22 22 20 21 33 26 21 20 30 23 20 50 21 27 22 24 28 28 1997 21 22 29 25 25 25 21 21 395
internal_value=0 1.01955e-08 -8.14914e-09 4.41606e-07 -4.25153e-08 -3.7185e-07 3.67948e-09 8.88311e-07 1.79023e-06 -5.79907e-08 -3.12251e-07 -4.88678e-10 -3.2483e-07 1.50074e-07 -1.77642e-08 -2.89585e-08 -1.1569e-08 -2.82673e-08 -1.55888e-08 -3.54269e-08 4.02129e-08 -2.99071e-07 -4.01909e-07 -2.28535e-07 7.35176e-09 -9.55427e-08 -1.79745e-06 8.70653e-08 2.17717e-07 -4.57106e-08
internal_weight=0 3101 3071 218 2853 196 2831 67 47 175 143 113 93 73 2764 2743 2716 2683 2661 2633 2046 587 566 538 2022 516 50 466 445 424
internal_count=3121 3101 3071 218 2853 196 2831 67 47 175 143 113 93 73 2764 2743 2716 2683 2661 2633 2046 587 566 538 2022 516 50 466 445 424
is_linear=0
shrinkage=0.1


Tree=7169
num_leaves=31
num_cat=0
split_feature=421 9 2 33 9 34 2 149 43 43 1 43 13 51 51 481 43 12 480 12 12 1371 1429 150 49 49 457 49 1446 160
split_gain=4.71914e-09 1.03897e-08 1.44384e-08 1.06433e-08 1.14178e-08 7.58223e-09 1.53341e-08 7.71312e-09 5.82365e-09 3.21703e-08 1.09696e-07 2.94357e-08 1.48564e-08 1.47927e-08 4.4682e-08 1.83507e-08 1.68568e-08 4.43383e-08 2.03055e-08 1.9798e-08 7.58652e-08 6.66771e-08 4.91689e-08 4.33016e-08 2.37947e-08 2.23861e-08 2.11133e-08 5.07465e-08 2.2192e-08 2.86912e-08
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 -0.012019999999999998 0.085555000000000006 -0.08786999999999999 -0.033169999999999991 0.10022500000000002 -0.077824999999999991 -0.076834999999999987 0.088875000000000023 -0.078139999999999973 0.11596500000000001 0.035765000000000012 0.084745000000000015 -0.053799999999999994 -0.079734999999999986 0.088245000000000004 0.086995000000000017 0.083935000000000023 0.083715000000000026 0.083235000000000017 0.083595000000000017 0.10699000000000002 -0.13330999999999996 -0.067649999999999988 -0.084684999999999996 -0.0087849999999999977 0.085345000000000018 -0.089549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7 8 11 10 -10 13 -11 16 -15 -16 18 -18 19 20 22 23 -8 24 -21 -26 27 -27 29 -28
right_child=1 2 -4 4 -6 6 7 -9 9 12 -12 -13 -14 14 15 -17 17 -19 -20 21 -22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-1.5311616974145181e-06 -2.0672118389484239e-06 -8.3841862988265348e-08 3.5209541465519582e-06 1.9271452339353347e-06 2.0911817780590633e-06 -2.3987718114400253e-06 -7.2262236718694865e-07 -1.8289228522838169e-06 2.180507068433577e-06 -6.5724333738525794e-08 -8.1676508170858141e-06 3.8155208409824061e-06 2.6095064131801512e-06 5.4233532830494367e-06 -2.432846042665915e-06 8.3510110983774751e-07 1.573372301406736e-06 -4.2214710582987705e-06 2.0665103151647677e-06 3.5188828275879916e-06 -5.8294544456000751e-06 5.9257558774561408e-06 4.527557849201003e-06 -4.5198356667697225e-06 -2.6140965717096498e-06 5.7427099508541607e-06 2.4412576962618006e-06 -9.7519949754907595e-07 -3.1374646244417129e-06 -1.1259099469970468e-07
leaf_weight=20 25 25 20 20 26 27 165 23 21 1803 20 22 21 20 20 122 23 31 48 21 27 20 20 20 29 22 50 23 21 366
leaf_count=20 25 25 20 20 26 27 165 23 21 1803 20 22 21 20 20 122 23 31 48 21 27 20 20 20 29 22 50 23 21 366
internal_value=0 9.873e-09 1.51829e-06 -1.23386e-08 4.61018e-09 -1.34434e-08 -2.64456e-08 -4.79153e-09 9.5032e-09 -9.71923e-08 -2.86737e-06 1.95473e-07 -3.4924e-08 1.19479e-07 9.98102e-07 3.74827e-07 -4.1172e-08 -1.7533e-06 6.99515e-08 -5.22867e-08 -8.77721e-07 2.53643e-07 -1.55035e-07 4.8132e-08 2.1986e-07 8.42839e-08 2.46635e-07 2.30911e-06 3.42513e-08 1.94362e-07
internal_weight=0 3101 45 3056 3031 3005 2985 2958 2935 1865 41 1070 1824 1048 162 142 886 54 832 784 212 572 185 552 532 511 482 45 437 416
internal_count=3121 3101 45 3056 3031 3005 2985 2958 2935 1865 41 1070 1824 1048 162 142 886 54 832 784 212 572 185 552 532 511 482 45 437 416
is_linear=0
shrinkage=0.1


Tree=7170
num_leaves=31
num_cat=0
split_feature=130 12 156 11 52 11 32 33 9 43 43 2 43 16 52 2 1429 51 457 130 52 52 131 42 42 12 1 2 401 12
split_gain=4.72318e-09 1.34483e-08 4.73221e-09 6.34095e-09 2.24496e-08 1.23963e-08 5.44293e-09 8.76005e-09 7.25329e-09 5.36128e-09 2.78424e-08 1.6737e-07 2.42143e-08 1.57985e-08 2.9537e-08 2.23594e-08 9.10113e-08 5.409e-08 5.23267e-08 3.36862e-08 2.85153e-08 2.35338e-08 2.42358e-08 2.77356e-08 2.06766e-08 3.79855e-08 8.09908e-08 3.33039e-08 2.15648e-08 1.83763e-08
threshold=-0.23647499999999996 0.23631000000000002 0.32523500000000005 0.090920000000000015 -0.51296999999999993 0.086595000000000019 1.0000000180025095e-35 -0.009184999999999997 0.089995000000000006 -0.077824999999999991 -0.076124999999999984 0.092875000000000013 -0.078139999999999973 -0.008069999999999999 -0.14765999999999999 0.087545000000000026 0.083725000000000008 -0.08044999999999998 0.041220000000000007 0.085235000000000019 0.086275000000000004 0.048770000000000008 0.090495000000000006 0.085935000000000025 0.08623500000000002 0.087995000000000004 0.09253500000000002 0.096325000000000008 1.0000000180025095e-35 0.088725000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2 9 12 11 -11 13 14 -9 16 18 -17 19 20 21 22 23 -16 28 26 -26 -27 -19 -22
right_child=1 -3 -4 4 -6 -7 -8 8 -10 10 -12 -13 -14 -15 15 17 -18 24 -20 -21 29 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-1.5318214218495994e-06 -1.8561000265785529e-06 2.4735047376948803e-06 1.4882855642402623e-06 -3.6192371928998249e-06 9.9001186706646567e-08 1.8505758895849392e-06 1.4833850760472464e-06 3.9314031087285356e-06 1.5090958112846092e-06 -6.4862899716285325e-06 -5.909678804838611e-08 4.1053711156564531e-06 3.4339676093705665e-06 -3.7614389933703456e-07 -7.663406433623874e-07 5.0679216085671087e-06 -6.695029246440667e-06 -8.104325109982065e-07 4.5979644426097369e-06 2.7613527949612155e-06 2.8349752748605777e-06 -4.5180806353073427e-06 2.2191911057234395e-06 -4.8295019504556493e-06 8.0293856812700551e-06 -3.6417363867258245e-06 2.4254918161779963e-07 1.8330697203055025e-06 2.2032527143351374e-06 -8.7746714427794359e-07
leaf_weight=20 26 22 21 22 62 36 24 23 31 37 1749 25 22 435 84 28 21 131 24 31 30 22 20 21 22 20 34 25 29 24
leaf_count=20 26 22 21 22 62 36 24 23 31 37 1749 25 22 435 84 28 21 131 24 31 30 22 20 21 22 20 34 25 29 24
internal_value=0 9.87281e-09 -7.73028e-09 -1.80038e-08 -8.74823e-07 6.19692e-09 -1.64027e-08 -2.87551e-08 -1.23039e-08 -2.88119e-08 -1.3292e-07 -2.21546e-06 1.51437e-07 8.09138e-08 4.18469e-07 2.75717e-07 -3.66277e-07 8.91054e-07 1.52879e-07 -3.06957e-07 -7.80179e-07 -1.50208e-06 -9.71267e-07 -1.57897e-06 4.42961e-07 1.56322e-06 3.30166e-06 -6.00177e-07 -2.64202e-07 1.185e-06
internal_weight=0 3101 3079 3058 84 2974 2938 2914 2888 2857 1811 62 1046 1024 589 566 277 289 256 232 201 147 125 105 261 101 56 45 160 54
internal_count=3121 3101 3079 3058 84 2974 2938 2914 2888 2857 1811 62 1046 1024 589 566 277 289 256 232 201 147 125 105 261 101 56 45 160 54
is_linear=0
shrinkage=0.1


Tree=7171
num_leaves=31
num_cat=0
split_feature=132 1185 1203 51 16 13 16 2 15 2 131 131 480 12 480 130 133 42 4 15 12 49 480 3 481 3 13 16 0 1447
split_gain=4.43464e-09 3.21658e-08 1.06669e-08 5.05314e-09 5.49191e-09 8.72472e-09 1.18451e-08 5.91207e-09 1.18752e-08 5.76531e-09 4.67629e-09 4.11182e-08 2.31582e-08 8.97574e-08 1.66074e-08 1.5752e-08 3.6946e-08 2.78749e-08 2.39725e-08 4.50428e-08 2.21164e-08 2.02076e-08 1.20352e-08 3.17193e-08 6.1159e-08 1.94286e-08 2.30363e-08 1.08291e-08 2.13858e-08 9.90418e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.096070000000000016 -0.077879999999999991 0.054800000000000008 -0.004174999999999999 0.090675000000000019 0.083840000000000012 0.084145000000000011 0.090690000000000007 0.090150000000000022 0.11191000000000002 0.094435000000000005 0.10344000000000002 0.08610000000000001 0.31382500000000008 -0.091729999999999992 -0.067104999999999984 0.11461000000000002 0.091085000000000013 -0.015259999999999998 0.086930000000000021 -0.085784999999999986 -0.086219999999999977 -0.080409999999999995 -0.052719999999999996 -0.40995499999999996 -0.083389999999999978 -0.086359999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 6 -6 8 -1 -10 11 12 14 -14 22 17 -17 -12 20 21 -19 -20 29 -24 -25 -26 -27 -23 -29 -3
right_child=1 10 -4 -5 5 -7 -8 -9 9 -11 15 -13 13 -15 -16 16 -18 18 19 -21 -22 27 23 24 25 26 -28 28 -30 -31
leaf_value=1.6611080415681761e-06 3.9324841642004086e-06 -1.4715331526438568e-06 -2.2553479100549468e-06 -1.672772213510143e-06 3.3266874595483388e-06 -9.8964735457229851e-07 3.1532859641932495e-08 -1.7747159888585883e-06 -2.2216678303266238e-06 -1.143354229743882e-07 3.7492872452778908e-06 -4.0783923686831262e-06 6.9485706522495356e-06 -2.2971453474729928e-06 -2.6066700276032863e-06 -4.3637771175946751e-06 1.1124131845008378e-06 2.1639831586710629e-07 -2.5734396779225358e-06 5.2326895868082795e-06 -3.547733458870223e-06 -8.7937942158960682e-07 4.2188844834830283e-06 -4.7434723686023973e-06 4.1658928375909456e-06 -1.5589815737152655e-06 2.8377427849012419e-06 3.0570804457852318e-06 3.0070860721533984e-07 -3.4586682229644166e-08
leaf_weight=28 21 49 28 20 20 20 24 25 20 37 26 25 21 21 25 22 28 37 21 21 27 34 24 20 20 26 22 40 95 2274
leaf_count=28 21 49 28 20 20 20 24 25 20 37 26 25 21 21 25 22 28 37 21 21 27 34 24 20 20 26 22 40 95 2274
internal_value=0 3.29833e-08 -4.30758e-07 -1.67415e-07 5.61465e-09 7.4215e-07 1.52933e-06 -4.22915e-07 -2.53264e-08 -8.5375e-07 4.52966e-09 -4.29772e-08 -2.65532e-09 2.32571e-06 -4.24079e-08 3.46552e-07 -1.29711e-06 6.19586e-07 3.23687e-07 8.37895e-07 -1.37159e-06 3.52155e-07 -1.60808e-08 9.96415e-07 1.17559e-07 1.54727e-06 4.56184e-07 7.1569e-07 1.11741e-06 -6.48968e-08
internal_weight=0 2899 222 194 174 64 44 110 85 57 2878 2527 2502 42 2460 351 50 301 275 211 64 190 2435 112 88 68 48 169 135 2323
internal_count=3121 2899 222 194 174 64 44 110 85 57 2878 2527 2502 42 2460 351 50 301 275 211 64 190 2435 112 88 68 48 169 135 2323
is_linear=0
shrinkage=0.1


Tree=7172
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 48 132 13 403 475 157 133 1372 1429 1429 51 4 52 481 481 133 481 159 16 1426 1429 475 1 10 1
split_gain=4.66181e-09 1.34288e-07 7.10405e-08 2.48379e-08 4.89306e-09 6.97695e-09 9.58976e-09 1.21213e-08 6.02005e-09 4.53627e-09 4.53986e-08 2.31204e-08 1.87084e-08 1.15717e-08 2.27448e-08 2.26136e-08 2.10977e-08 6.70823e-09 5.97006e-09 1.36179e-08 5.55576e-08 9.47083e-09 4.09677e-08 3.75537e-08 6.52117e-09 1.04831e-08 1.97542e-08 7.51406e-09 1.41559e-07 1.06031e-07
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.086035000000000014 -0.41094499999999995 -0.0018299999999999998 -0.07687999999999999 -0.085719999999999977 -0.086394999999999986 0.087575000000000014 -0.081219999999999987 0.09011000000000001 0.084690000000000015 -0.12463499999999998 -0.025314999999999994 -0.57009999999999994 -0.15265499999999996 -0.086484999999999992 0.048520000000000008 -0.081334999999999977 -0.025879999999999997 -0.0073349999999999986 -0.061919999999999996 -0.060529999999999994 0.05680000000000001 0.092695000000000013 -0.0026549999999999994 0.093700000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 8 -8 10 -4 13 -11 14 15 -12 -17 -14 -19 20 -20 22 23 -21 -23 26 -26 28 -27 -29
right_child=2 -3 9 -5 -6 -7 7 -9 -10 12 11 -13 17 -15 -16 16 -18 18 19 21 -22 24 -24 -25 25 27 -28 29 -30 -31
leaf_value=1.9563784855398067e-06 -5.6945191255925403e-06 7.6736009898171613e-06 4.360061082199816e-06 -3.7427874309514665e-06 1.4085943251172599e-06 -1.9127347817023595e-06 -4.4722959061754553e-07 -2.5585329353816636e-06 1.239366598197607e-06 -2.7454319351818414e-06 -2.0177728266901339e-06 -3.3303170675935688e-06 1.8274583578659077e-06 2.2087114169485524e-06 -3.0925503468197457e-06 3.7634366094607685e-06 2.7966929394551701e-09 -1.2389814727588926e-06 -1.3013737045717979e-06 -6.2337008671420339e-06 5.2799090949322464e-06 -1.3499500123868659e-06 2.1269533886958888e-06 -1.0559307042967702e-07 3.1721894000346813e-06 -8.4938884310759028e-06 -7.0630449802896083e-07 5.6240794369192116e-06 -2.7003238002282893e-08 1.2232019593392933e-09
leaf_weight=22 22 23 26 20 21 21 59 20 33 25 24 20 20 26 21 26 35 39 29 20 23 35 23 20 29 20 24 35 1558 802
leaf_count=22 22 23 26 20 21 21 59 20 33 25 24 20 20 26 21 26 35 39 29 20 23 35 23 20 29 20 24 35 1558 802
internal_value=0 4.44897e-07 -3.35722e-08 -4.0337e-07 -2.38905e-08 -2.17969e-07 4.76285e-08 -3.27305e-07 1.57745e-07 9.67118e-09 4.98645e-07 -1.6186e-07 -2.2541e-08 3.18209e-07 -1.45499e-07 5.82596e-07 1.60569e-06 2.88753e-09 -1.08465e-08 7.44883e-09 1.60958e-06 -2.50183e-08 -1.23597e-06 -3.16965e-06 5.46101e-09 2.46828e-08 1.41589e-06 -5.84887e-09 -1.34315e-07 2.36349e-07
internal_weight=0 219 2902 196 176 155 134 112 92 2880 178 152 2702 132 106 85 61 2677 2657 2618 52 2566 63 40 2503 2468 53 2415 1578 837
internal_count=3121 219 2902 196 176 155 134 112 92 2880 178 152 2702 132 106 85 61 2677 2657 2618 52 2566 63 40 2503 2468 53 2415 1578 837
is_linear=0
shrinkage=0.1


Tree=7173
num_leaves=31
num_cat=0
split_feature=401 1210 1210 1208 1208 132 1185 1203 0 2 42 52 0 0 1210 1210 1209 0 1209 401 2 402 13 16 402 402 12 2 160 160
split_gain=4.69103e-09 6.5439e-09 5.77417e-09 5.70792e-09 8.42542e-09 4.87423e-09 3.49305e-08 1.55143e-08 4.64187e-09 9.41313e-09 1.17859e-08 9.0347e-09 6.92777e-09 4.43279e-09 4.37004e-09 6.71479e-09 6.85661e-09 6.35942e-09 6.30802e-09 5.03334e-09 2.82515e-08 5.46793e-08 3.21793e-08 7.51066e-08 2.76823e-08 1.57244e-08 2.72453e-08 1.10493e-08 2.63272e-08 4.28625e-08
threshold=0.13837000000000002 -0.38516499999999992 -0.12043 0.11846000000000001 0.10480500000000002 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.098289999999999975 0.089725000000000013 -0.058859999999999989 0.088005000000000014 -0.084889999999999979 -0.087414999999999979 0.11446500000000001 1.0000000180025095e-35 0.088775000000000007 -0.079829999999999998 0.086665000000000006 1.0000000180025095e-35 0.084715000000000013 0.083170000000000008 -0.097984999999999989 -0.090764999999999985 0.020685000000000005 0.10389500000000002 0.088485000000000022 0.087625000000000022 -0.53908999999999996 -0.55697499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 8 -4 11 -11 12 13 -10 15 16 18 -18 19 27 21 -21 -22 -24 -25 -23 -27 28 29 -8
right_child=-2 2 3 -5 -6 6 14 -9 9 10 -12 -13 -14 -15 -16 -17 17 -19 -20 20 22 25 23 24 -26 26 -28 -29 -30 -31
leaf_value=1.4107745824510472e-06 -1.4895518039078786e-06 -1.4344386037074791e-06 -1.3410483549907643e-06 1.613106027775757e-06 -2.0491783119780393e-06 4.1086884547916099e-06 1.031926686581838e-06 -2.6897207531133233e-06 -1.8040387127863748e-07 2.6687917905012282e-06 -1.4198315852809174e-07 -2.4205739146054839e-06 -1.1074612380720543e-06 1.7847677874917943e-06 1.4518336185920773e-06 -1.8218602417618968e-06 2.51599892743841e-06 2.4411572070448527e-08 -1.4443784009661915e-06 -5.2833963763987413e-06 -2.5873345609599913e-06 2.0483851900818001e-06 6.3420254182643565e-06 -3.2497814258715068e-06 9.3440417536783116e-07 -3.8301296410195176e-06 1.1518097314029035e-06 -1.2806748066464351e-07 4.1077675670860718e-07 -5.2103449046502318e-06
leaf_weight=33 21 28 27 22 20 21 22 27 24 26 35 20 35 22 21 20 21 20 30 30 27 22 23 21 64 21 23 1385 988 22
leaf_count=33 21 28 27 22 20 21 22 27 24 26 35 20 35 22 21 20 21 20 30 30 27 22 23 21 64 21 23 1385 988 22
internal_value=0 1.00997e-08 -4.97119e-09 8.19929e-09 -3.50371e-09 1.01478e-08 4.56893e-08 -4.47449e-07 -1.27125e-07 7.5196e-08 1.05605e-06 -5.17202e-07 -4.72339e-08 7.59461e-07 1.47752e-08 3.75718e-09 1.71858e-08 1.30059e-06 -2.46306e-09 1.38728e-08 -4.32093e-07 -1.74353e-06 5.00482e-07 1.27244e-06 -9.93358e-08 -1.34494e-07 -1.22593e-06 5.64951e-08 3.04188e-07 -2.08921e-06
internal_weight=0 3100 3067 3039 3017 2997 2781 216 189 162 61 101 81 46 2760 2739 2719 41 2678 2648 231 96 135 108 85 66 44 2417 1032 44
internal_count=3121 3100 3067 3039 3017 2997 2781 216 189 162 61 101 81 46 2760 2739 2719 41 2678 2648 231 96 135 108 85 66 44 2417 1032 44
is_linear=0
shrinkage=0.1


Tree=7174
num_leaves=31
num_cat=0
split_feature=1208 1208 403 3 1210 3 403 132 15 393 50 403 16 16 402 1213 448 0 1446 479 483 158 1447 475 1447 1447 45 11 9 33
split_gain=4.83016e-09 5.74249e-09 4.93392e-09 4.87653e-08 2.01153e-08 5.33671e-08 1.38594e-08 5.12983e-09 1.26125e-07 8.69681e-08 2.0884e-08 6.18544e-09 1.06182e-08 9.43596e-09 6.92665e-09 7.37433e-09 4.468e-09 1.08368e-08 5.01243e-09 1.46447e-08 6.73707e-09 1.14204e-08 5.42677e-09 2.10759e-08 1.97098e-08 1.72351e-08 5.86191e-09 2.50914e-08 8.98276e-09 2.06977e-08
threshold=0.12461500000000002 0.10837500000000001 -0.54856499999999986 -0.085784999999999986 -0.13847499999999999 -0.082284999999999983 -0.52800499999999995 -0.083284999999999984 0.091650000000000023 0.11213000000000002 0.09227500000000001 -0.020569999999999995 -0.095094999999999985 -0.014754999999999999 0.087450000000000014 0.086260000000000017 0.068920000000000023 -0.26343999999999995 -0.09143999999999998 0.11253500000000001 -0.47356499999999996 0.13634500000000002 -0.086849999999999997 -0.084699999999999984 -0.085709999999999995 -0.084334999999999979 0.094030000000000016 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -6 8 10 16 11 14 -13 -14 15 -8 17 -9 -19 20 -20 22 23 -22 -24 -26 27 -27 29 -29
right_child=-2 -3 4 -5 6 -7 7 9 -10 -11 -12 12 13 -15 -16 -17 -18 18 19 -21 21 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=2.9986572920392975e-06 -1.5490600446810276e-06 1.5842314558480922e-06 5.940644397242068e-06 -3.191302052333153e-06 -2.1190677069816664e-06 -1.1224011557161525e-06 -6.4058003488298711e-07 1.8310637987076807e-06 7.154713432214522e-06 -6.4411952615998974e-06 -3.0931263015645526e-06 -1.0234469829376157e-06 2.9793320654410612e-06 1.1215146390565101e-07 -1.981470489909043e-06 1.6129826069288812e-06 -1.4701391069138483e-06 -1.4621443752908502e-06 -1.6362466924420005e-06 2.4293370533996494e-06 3.5710854160697642e-06 2.3936112961564505e-06 -2.454794765392101e-06 -4.7765998879690926e-07 2.6176953688263896e-06 3.0854292559795869e-06 -1.4346113440249861e-06 2.7422411120723055e-06 -1.40675268885452e-06 -4.2520703850513216e-08
leaf_weight=20 20 23 20 35 31 23 53 33 25 21 25 23 24 22 24 20 20 23 25 25 20 20 33 36 25 26 29 27 47 2323
leaf_count=20 20 23 20 35 31 23 53 33 25 21 25 23 24 22 24 20 20 23 25 25 20 20 33 36 25 26 29 27 47 2323
internal_value=0 9.99653e-09 -1.76676e-09 -9.40408e-07 1.53107e-08 2.16274e-06 -1.56756e-08 6.43533e-09 4.7558e-07 -3.06431e-08 -3.98652e-07 7.14241e-09 7.30899e-07 1.60807e-06 -5.07695e-07 -2.31656e-08 1.89962e-08 3.00596e-08 7.70788e-09 2.05328e-08 -2.53116e-09 1.32627e-08 -5.29031e-09 9.68321e-07 -2.70123e-08 5.332e-09 -2.1303e-08 -4.38766e-09 -3.79026e-08 -1.05256e-08
internal_weight=0 3101 3078 55 3023 43 2980 2949 216 2733 191 166 69 46 97 73 2712 2692 2659 2636 2611 2586 2566 56 2510 2477 2452 2423 2397 2350
internal_count=3121 3101 3078 55 3023 43 2980 2949 216 2733 191 166 69 46 97 73 2712 2692 2659 2636 2611 2586 2566 56 2510 2477 2452 2423 2397 2350
is_linear=0
shrinkage=0.1


Tree=7175
num_leaves=31
num_cat=0
split_feature=1186 132 1203 394 50 16 12 2 1213 2 4 1186 129 133 43 1184 4 3 130 48 16 41 12 16 16 16 132 0 13 4
split_gain=4.9545e-09 7.40153e-09 1.86107e-07 1.43648e-07 1.58587e-08 5.20712e-09 1.06369e-08 1.47532e-08 8.15589e-09 1.07961e-08 6.78909e-09 5.03202e-09 9.33662e-09 5.07039e-09 3.07395e-08 1.47874e-08 1.09796e-08 1.1502e-08 1.05078e-08 7.76176e-09 8.42949e-09 6.61035e-09 2.72268e-08 6.33538e-09 6.29225e-08 3.45917e-08 1.74513e-08 3.71728e-08 2.63708e-08 4.85892e-08
threshold=-0.11456499999999999 -0.083284999999999984 0.089480000000000018 0.09759000000000001 0.10022000000000002 -0.097644999999999996 0.11418000000000002 0.097385000000000013 0.08593000000000002 0.08839000000000001 -0.085719999999999977 -0.089559999999999987 -0.082304999999999975 -0.14757499999999998 -0.011244999999999998 0.089075000000000015 -0.079329999999999984 -0.082234999999999989 0.095135000000000011 0.086910000000000015 -0.084939999999999988 0.085095000000000018 0.08486500000000001 -0.092484999999999984 -0.094359999999999986 -0.091114999999999988 0.078465000000000021 -0.093039999999999984 -0.097984999999999989 0.16173500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 11 5 -2 7 8 9 10 -7 -3 -13 14 -14 21 17 -16 19 20 -18 23 -23 24 26 -25 28 -28 29 -15
right_child=1 3 -4 -5 -6 6 -8 -9 -10 -11 -12 12 13 15 16 -17 18 -19 -20 -21 -22 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=1.431246766022317e-06 1.3087729331820573e-06 -1.5347007403999582e-06 9.7376627968515096e-06 -8.2933182316732468e-06 -3.0673372509681939e-06 -1.6403098940868817e-06 -2.2844403131132467e-06 2.3427997466965084e-06 1.146115394590197e-06 -2.9641507074984479e-06 6.014946315450029e-07 1.905283998946918e-06 -3.9242067101519709e-06 -5.3951846261359449e-06 -6.1162340170284332e-08 2.7466883369697828e-06 -1.4899023512447862e-06 2.9091200386491519e-06 -2.6624496069871384e-06 1.5062768749306667e-06 6.9640524570943328e-07 3.63796568763064e-06 -8.1769418720512026e-07 4.0242459931505438e-06 -4.918579009784351e-06 3.6339556686737081e-08 1.4406602084951685e-07 -4.9513480731051961e-06 4.5589170817346016e-07 -5.7794987365608366e-08
leaf_weight=24 23 21 20 21 20 22 23 23 24 20 35 26 23 23 32 20 45 22 20 22 29 24 32 22 28 1923 41 22 425 66
leaf_count=24 23 21 20 21 20 22 23 23 24 20 35 26 23 23 32 20 45 22 20 22 29 24 32 22 28 1923 41 22 425 66
internal_value=0 -1.11027e-08 5.62094e-07 -5.2797e-08 -4.03755e-07 -9.03924e-08 -3.09309e-07 5.70455e-08 -4.63473e-07 -9.65163e-07 -2.63763e-07 7.58367e-09 1.89678e-08 1.57011e-09 -4.9313e-07 3.79285e-08 -2.89253e-08 1.14895e-06 -5.77248e-07 -1.42831e-07 -6.33106e-07 1.71398e-08 1.09187e-06 -6.46217e-09 -2.89079e-07 8.1447e-08 -6.44241e-08 -1.63528e-06 1.28113e-07 -1.43712e-06
internal_weight=0 3097 210 2887 190 170 147 124 101 77 57 2866 2845 2819 193 2626 170 54 116 96 74 2606 56 2550 605 1945 577 63 514 89
internal_count=3121 3097 210 2887 190 170 147 124 101 77 57 2866 2845 2819 193 2626 170 54 116 96 74 2606 56 2550 605 1945 577 63 514 89
is_linear=0
shrinkage=0.1


Tree=7176
num_leaves=31
num_cat=0
split_feature=132 1185 1203 11 2 0 3 3 2 2 16 1186 129 1184 124 151 160 15 15 15 48 48 2 0 160 49 1 483 482 4
split_gain=5.47734e-09 3.2316e-08 2.26508e-08 4.93218e-09 5.52384e-09 2.60087e-08 3.03673e-08 5.60727e-08 7.90858e-09 6.47289e-09 6.73023e-08 4.84125e-09 1.09251e-08 1.00412e-08 5.89866e-09 1.00312e-08 1.31772e-08 6.31076e-09 2.92771e-08 2.86256e-08 8.00472e-08 1.45742e-08 4.90651e-08 8.09972e-08 3.79319e-08 3.93112e-08 2.02569e-08 1.97144e-08 5.57485e-08 3.05054e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.072629999999999986 -0.080614999999999978 -0.080119999999999983 -0.012939999999999998 -0.13309499999999996 -0.033169999999999991 -0.0050599999999999994 -0.056919999999999991 0.089315000000000019 -0.077709999999999987 0.081725000000000006 -0.082254999999999981 -0.088329999999999978 0.083670000000000008 -0.088429999999999995 -0.087679999999999994 -0.090644999999999989 0.086565000000000017 0.087555000000000008 0.10402500000000002 -0.10151999999999999 0.086870000000000017 0.065470000000000014 0.11181500000000001 0.10143000000000001 0.090355000000000005 -0.0057249999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 7 -7 -6 10 -10 12 -11 14 15 -14 -17 19 -19 21 -21 24 23 -23 27 -26 -24 28 29 -16
right_child=1 3 -4 4 8 6 -8 -9 9 11 -12 -13 13 -15 17 16 -18 18 -20 20 -22 22 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.0286484025411296e-07 3.9452486308142574e-06 -1.5187946712016822e-06 -3.1932977132479817e-06 3.1037512250753354e-06 -1.6500731731114152e-06 1.1080892536169969e-06 2.8439304845137704e-06 -5.7746239258449349e-06 5.4284844445700876e-06 -2.0283515427595206e-06 -2.0605260430223944e-06 1.0952434332868786e-06 -1.3539640127646636e-06 2.2256466979797552e-06 1.9875597464978573e-06 3.9967737098526997e-07 3.0793430942139827e-06 3.3638534992300826e-06 -1.4899407220992165e-08 7.7507573905677427e-07 -7.1664264003795154e-06 5.5509958259883725e-06 -3.652378285955315e-06 1.509369470601619e-08 -6.2559388838549656e-06 -1.3023024934000204e-07 -2.1543871317841512e-07 -3.0629991569986447e-06 4.9381143765262182e-06 -8.8101896590940061e-07
leaf_weight=195 21 21 27 32 29 29 21 20 21 27 28 39 20 20 46 69 25 26 1882 30 22 39 27 82 22 20 47 21 22 191
leaf_count=195 21 21 27 32 29 29 21 20 21 27 28 39 20 20 46 69 25 26 1882 30 22 39 27 82 22 20 47 21 22 191
internal_value=0 3.66561e-08 -4.78728e-07 8.13613e-09 1.93596e-08 7.42007e-07 -3.37648e-07 -1.70118e-06 -7.39536e-09 1.00799e-08 1.14905e-06 -1.07679e-08 -2.7119e-08 -6.42457e-09 -2.3654e-08 6.79667e-07 1.11235e-06 -5.60232e-08 3.11423e-08 -3.48311e-07 -2.58479e-06 -1.23365e-07 5.58906e-07 1.79939e-06 -5.36542e-07 -3.33893e-06 -1.46946e-06 -1.16183e-07 1.22748e-07 -3.24248e-07
internal_weight=0 2899 222 2878 2857 102 70 49 2755 2726 49 2677 2638 2611 2591 114 94 2477 1908 569 52 517 195 121 322 42 74 280 259 237
internal_count=3121 2899 222 2878 2857 102 70 49 2755 2726 49 2677 2638 2611 2591 114 94 2477 1908 569 52 517 195 121 322 42 74 280 259 237
is_linear=0
shrinkage=0.1


Tree=7177
num_leaves=31
num_cat=0
split_feature=394 1208 1208 1209 1209 1209 42 401 0 1213 133 3 1210 1204 1203 132 129 131 131 480 481 13 15 131 42 2 480 52 480 12
split_gain=4.69642e-09 4.06288e-09 8.86575e-09 6.04654e-09 5.15442e-09 5.06396e-09 2.74206e-08 5.62374e-09 3.20382e-08 1.71323e-08 1.21691e-08 3.59029e-08 1.17769e-08 5.10299e-09 7.95809e-09 5.35272e-09 1.16877e-08 9.82807e-09 2.95699e-08 2.10863e-08 9.4612e-08 1.72233e-08 4.82183e-08 2.43271e-08 4.31777e-08 1.69749e-08 1.41765e-08 1.31578e-08 9.57503e-09 2.7135e-08
threshold=0.15288500000000002 0.11531000000000001 0.10233500000000001 -0.097919999999999993 -0.087714999999999987 -0.065739999999999979 0.092145000000000019 -0.078179999999999986 -0.071719999999999992 -1.0000000180025095e-35 0.51114000000000004 -0.085709999999999995 0.014175000000000002 0.057120000000000011 -1.0000000180025095e-35 0.11297500000000001 0.080675000000000011 0.090690000000000007 0.090175000000000019 0.11191000000000002 -0.0050099999999999988 -0.077944999999999987 -0.0072999999999999992 0.11793000000000002 0.096035000000000023 0.084655000000000022 0.10344000000000002 -0.063789999999999986 0.086930000000000021 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 9 -7 12 -12 13 14 -9 17 -17 18 19 26 -21 22 -19 24 25 27 28 -23 -16 -30
right_child=-2 -3 -4 4 5 7 -8 10 -10 -11 11 -13 -14 -15 15 16 -18 21 -20 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.7510006000520662e-06 1.2892878755467662e-06 -1.1897382919336263e-06 1.6552668778757608e-06 1.3689928531827416e-06 1.1608208226859393e-06 9.5481303386644451e-07 -3.6360824832503235e-06 1.7351994367450411e-06 3.8843462545420008e-06 -2.578990812381839e-06 1.3512648104097026e-06 -4.5028761824348548e-06 2.2532078070941248e-06 -1.4412199816433713e-06 -8.9346279351799138e-08 3.242250393080159e-07 -2.4085017929417846e-06 4.1923909958463252e-07 -3.7976665875508587e-06 7.1700395278639921e-06 -2.3331960133790826e-06 -3.4136026746030744e-08 5.7599022606844778e-06 -2.984242359597526e-06 4.3001405416021042e-06 1.1864020751116957e-06 -2.4863281808507056e-06 -3.0212910077948594e-06 3.12182765501095e-06 -1.9061979996934764e-07
leaf_weight=20 28 29 32 27 26 34 22 26 24 23 20 22 23 25 2234 34 29 73 21 20 22 30 22 24 24 39 24 29 36 79
leaf_count=20 28 29 32 27 26 34 22 26 24 23 20 22 23 25 2234 34 29 73 21 20 22 30 22 24 24 39 24 29 36 79
internal_value=0 -1.16644e-08 -5.14204e-10 -1.79895e-08 -6.48209e-09 -1.89236e-08 -1.03776e-06 -2.27252e-09 8.19397e-07 -4.71108e-07 -2.55762e-08 -1.71519e-06 -3.58055e-10 -1.89292e-08 -6.07406e-09 -2.25971e-08 -9.33697e-07 -1.15545e-09 -6.14225e-08 -2.89334e-08 2.19215e-06 6.08017e-07 1.65602e-06 -7.3906e-08 4.98619e-07 -4.32366e-07 -6.82447e-08 -1.5024e-06 -4.35388e-08 8.4632e-07
internal_weight=0 3093 3064 3032 3012 2985 48 2937 81 57 2856 42 2814 2791 2766 2740 63 2677 2436 2415 42 241 95 146 122 98 2373 59 2349 115
internal_count=3121 3093 3064 3032 3012 2985 48 2937 81 57 2856 42 2814 2791 2766 2740 63 2677 2436 2415 42 241 95 146 122 98 2373 59 2349 115
is_linear=0
shrinkage=0.1


Tree=7178
num_leaves=31
num_cat=0
split_feature=483 12 482 482 1371 150 16 1348 483 51 42 482 483 482 2 149 42 457 457 1374 2 1373 1374 13 51 2 13 2 13 16
split_gain=4.64208e-09 2.13625e-08 9.9136e-09 1.00359e-08 1.06495e-08 9.49811e-09 3.3939e-08 1.62152e-08 8.28932e-09 1.49098e-08 2.1293e-08 1.15241e-08 4.16105e-08 1.98818e-08 1.86316e-08 9.71607e-09 1.82003e-08 7.42246e-09 1.67351e-08 1.4048e-08 7.40144e-09 7.14444e-09 8.79254e-09 7.99567e-09 2.35351e-08 6.94492e-08 1.42476e-08 3.40893e-08 1.45755e-08 1.20622e-08
threshold=0.12325000000000001 0.094435000000000005 0.11524000000000002 0.10932500000000002 0.08976000000000002 0.12416000000000001 -0.071854999999999988 -0.047944999999999995 0.10045000000000003 -0.0078149999999999973 0.087665000000000007 0.089605000000000018 0.088610000000000008 0.081345000000000015 0.09580000000000001 0.07770500000000001 0.08426500000000002 -0.14249999999999999 -0.08798499999999998 0.085030000000000008 0.11144000000000001 0.081220000000000014 -0.035729999999999991 -0.13710499999999998 0.081440000000000026 0.11728500000000001 -0.10278499999999999 0.087955000000000019 -0.097984999999999989 0.25084500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -7 -1 11 -10 -11 13 20 15 -15 17 -17 -9 -19 21 -13 22 -20 24 29 -26 27 -25 -28 -24
right_child=1 -3 -4 -5 -6 6 -8 8 9 10 -12 12 -14 14 -16 16 -18 18 19 -21 -22 -23 23 26 25 -27 28 -29 -30 -31
leaf_value=-2.8303125645834372e-06 -3.220803105571814e-06 8.2998114090552616e-07 1.8890533839664515e-06 -2.2339307668062249e-06 -2.001563139996366e-06 3.4734642405686418e-06 -1.7332123312098159e-06 1.6378321593687622e-06 -1.1964347033015311e-06 1.0007355473950658e-07 4.0824843936206887e-06 1.8519429806929113e-06 -4.9791327260858712e-06 2.4283341848911671e-07 4.0095102823064135e-06 -3.2849371782504025e-06 6.1292214023405505e-07 -2.2367849682626857e-06 1.5767788277622054e-06 2.437557554912928e-06 -7.5279375645701909e-07 -1.5272280794912756e-06 -3.6430654435403385e-07 -1.0754710512542044e-06 -6.4424936849520795e-06 1.5115235468852819e-06 -2.5407391472175404e-06 4.4971808165428234e-06 4.5695591606146571e-08 2.2646811305548909e-06
leaf_weight=20 23 30 28 20 26 31 21 28 21 29 25 20 21 29 24 25 23 33 36 24 24 30 137 21 23 21 22 23 2263 20
leaf_count=20 23 30 28 20 26 31 21 28 21 29 25 20 21 29 24 25 23 33 36 24 24 30 137 21 23 21 22 23 2263 20
internal_value=0 -9.27906e-07 1.60191e-08 -1.23252e-09 1.35536e-08 3.10529e-08 1.37077e-06 7.37337e-09 2.67963e-08 1.06452e-06 1.94378e-06 -5.41066e-10 -1.31677e-06 3.02119e-08 1.9485e-06 -7.04319e-09 -1.41721e-06 1.82042e-08 1.11047e-09 2.92977e-08 4.31177e-07 7.03336e-09 2.49709e-08 2.88988e-09 -6.02247e-07 -2.64626e-06 5.51151e-08 1.83751e-06 2.07934e-08 -2.94037e-08
internal_weight=0 53 3068 3040 3020 2994 52 2942 2922 75 54 2847 65 2782 53 2729 48 2681 2653 2620 44 2596 2566 2530 201 44 2329 44 2285 157
internal_count=3121 53 3068 3040 3020 2994 52 2942 2922 75 54 2847 65 2782 53 2729 48 2681 2653 2620 44 2596 2566 2530 201 44 2329 44 2285 157
is_linear=0
shrinkage=0.1


Tree=7179
num_leaves=31
num_cat=0
split_feature=132 1203 394 480 483 483 482 482 480 480 483 0 15 4 1371 150 16 1348 1 1 40 15 1 1184 1 1 1 2 9 1
split_gain=4.55763e-09 2.89554e-08 2.68024e-08 4.52645e-09 6.11187e-09 1.85435e-08 7.91322e-09 8.22911e-09 8.98217e-09 8.66901e-09 1.20787e-08 1.85901e-08 1.12198e-08 1.22912e-08 8.51953e-09 9.99187e-09 3.28671e-08 1.2967e-08 9.11895e-09 2.6073e-08 2.37899e-08 3.40043e-08 1.57769e-08 1.31313e-08 1.17608e-08 1.20531e-07 1.10345e-07 2.46977e-08 2.41212e-08 2.04066e-08
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 0.12450000000000001 0.13622000000000004 0.12325000000000001 0.11524000000000002 0.10932500000000002 0.11191000000000002 0.10344000000000002 0.10045000000000003 -0.086074999999999985 -0.56020999999999987 0.6227450000000001 0.08976000000000002 0.12416000000000001 -0.071854999999999988 -0.047944999999999995 0.13534000000000004 0.13707500000000003 -0.07632499999999999 -0.41942499999999994 0.13332000000000002 0.088135000000000019 0.092695000000000013 0.091535000000000019 0.093205000000000024 -0.0091949999999999983 0.087755000000000014 0.096860000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 10 12 -12 -2 14 15 17 -17 -14 22 -20 -21 -22 23 24 25 27 -26 -19 29 -28
right_child=2 -3 -4 -5 -6 -7 -8 -9 -10 -11 11 -13 13 -15 -16 16 -18 18 19 20 21 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-7.3308575522031215e-08 -1.8371585590350812e-06 -4.0676803551065178e-06 3.5101236666047381e-06 -1.3333031365618809e-06 1.7601427845193031e-06 -3.0283358296401275e-06 1.7001479859248193e-06 -2.0105346811760685e-06 2.0377662854736462e-06 -1.7107174173737615e-06 -3.8117087190888319e-07 3.083811850057572e-06 -2.5472817594618394e-06 2.4278809481378025e-06 -1.8765357805724155e-06 3.673579272499085e-06 -1.5598912850258613e-06 3.3714923150992862e-06 -4.0356466957378178e-06 2.3837829033894838e-06 -4.5025205075771306e-06 1.9379261651653811e-07 2.7186630554545198e-06 -2.4611720710882289e-06 7.7295595128390464e-06 -5.580613466148722e-06 1.7028229270484493e-06 -1.3000726044270608e-09 -2.6862114232528714e-06 6.4314078577739066e-08
leaf_weight=196 33 20 22 25 20 20 28 20 22 29 30 32 20 21 24 28 21 22 21 27 21 58 22 21 20 39 90 1652 28 489
leaf_count=196 33 20 22 25 20 20 28 20 22 29 30 32 20 21 24 28 21 22 21 27 21 58 22 21 20 39 90 1652 28 489
internal_value=0 -4.43158e-07 3.2962e-08 6.42798e-09 1.81471e-08 5.87089e-09 2.74054e-08 1.0618e-08 2.52111e-08 9.09898e-09 2.7442e-08 1.40721e-06 -4.75425e-09 1.82905e-08 -1.14918e-09 1.6303e-08 1.43066e-06 -1.10897e-08 9.11899e-09 -8.16531e-07 -1.78781e-07 -1.05459e-06 5.31213e-08 2.82836e-08 5.06248e-08 -8.50081e-08 4.21182e-07 4.30258e-08 1.80378e-07 3.19005e-07
internal_weight=0 216 2905 2883 2858 2838 2818 2790 2770 2748 2719 62 2657 2624 2603 2579 49 2530 2510 127 106 79 2383 2361 2340 1713 627 1674 607 579
internal_count=3121 216 2905 2883 2858 2838 2818 2790 2770 2748 2719 62 2657 2624 2603 2579 49 2530 2510 127 106 79 2383 2361 2340 1713 627 1674 607 579
is_linear=0
shrinkage=0.1


Tree=7180
num_leaves=31
num_cat=0
split_feature=1373 150 1374 150 1348 147 133 133 133 16 1375 13 13 1213 1213 1446 43 42 402 480 133 133 16 51 1209 403 403 133 13 13
split_gain=4.61358e-09 1.83485e-08 2.18357e-08 6.53049e-09 1.0558e-08 7.34888e-09 6.96748e-09 6.89574e-08 3.49654e-08 8.63519e-08 3.03688e-08 2.20727e-08 2.77105e-08 4.74142e-08 7.47255e-08 7.21268e-08 2.20166e-08 5.63533e-08 4.36409e-08 2.04443e-08 1.97956e-08 2.70853e-08 1.8962e-08 1.84108e-08 3.9219e-08 2.42082e-08 2.51269e-08 2.05174e-08 2.90961e-08 2.52534e-08
threshold=-1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.12416000000000001 -0.047944999999999995 0.10735000000000001 0.09112000000000002 0.090310000000000015 0.093255000000000018 -0.0087049999999999992 -0.15308499999999997 -0.086254999999999984 -0.083894999999999983 0.04198000000000001 0.10948000000000001 0.081855000000000025 0.055925000000000009 0.12293000000000001 -0.45015499999999992 0.11303500000000001 0.089595000000000022 0.088820000000000024 -0.079109999999999986 0.090560000000000015 0.11955 -0.54856499999999986 -0.52445499999999989 0.098785000000000012 -0.069964999999999986 0.19762500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 10 9 -8 -6 22 -13 15 -15 16 18 -18 -14 20 21 -12 -10 24 25 -20 -27 -28 -29 -30
right_child=1 -3 3 -5 5 -7 8 -9 11 -11 19 12 13 14 -16 -17 17 -19 23 -21 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-1.3265211411915237e-06 -3.1490655813244801e-06 2.8251010581184149e-06 -2.2925546409169331e-06 1.4118384935059251e-06 3.7484832288018055e-06 -1.8514198963259789e-06 -6.727940054015899e-06 5.6751531040142509e-06 3.998395861988987e-06 1.1307309376144107e-06 5.0073606989288024e-08 -3.8807660644124558e-06 -4.2498077062999879e-06 7.5231724190416582e-06 1.2447209544831803e-07 -5.2808816243323867e-06 5.6197845744711893e-06 -1.2569529513502158e-06 -3.0331288703914306e-06 -2.4557270381992019e-06 -2.5450919443120918e-06 3.5759509090253647e-06 6.3214082274498661e-08 -2.3245729067866708e-06 4.2592141643250548e-06 2.9370273580788121e-06 1.8694987446858586e-06 -3.1300309202427012e-06 6.9387602889747768e-07 -3.198688737029443e-06
leaf_weight=26 22 23 20 33 22 21 27 22 24 29 2251 20 27 20 43 29 22 26 26 33 29 22 25 32 22 29 38 38 100 20
leaf_count=26 22 23 20 33 22 21 27 22 24 29 2251 20 27 20 43 29 22 26 26 33 29 22 25 32 22 29 38 38 100 20
internal_value=0 1.11481e-08 -9.91996e-09 1.27231e-08 -2.58049e-09 1.27013e-08 2.58554e-08 1.02505e-07 -2.79589e-07 -2.65827e-06 5.04907e-08 -3.33663e-08 -2.34945e-07 -8.04613e-08 2.47327e-06 -4.73823e-07 -1.06968e-07 1.89489e-06 -3.96393e-07 1.56488e-08 5.10769e-08 8.42e-08 1.99065e-06 -5.52707e-08 2.10728e-07 -1.44119e-07 1.89722e-07 -2.16767e-07 -7.18528e-07 4.51152e-08
internal_weight=0 3095 3072 3050 3017 2997 2976 2379 597 56 2357 541 492 472 63 409 380 48 332 2335 2302 2273 49 305 273 251 225 196 158 120
internal_count=3121 3095 3072 3050 3017 2997 2976 2379 597 56 2357 541 492 472 63 409 380 48 332 2335 2302 2273 49 305 273 251 225 196 158 120
is_linear=0
shrinkage=0.1


Tree=7181
num_leaves=31
num_cat=0
split_feature=1208 1208 401 402 403 402 402 2 1209 1210 402 1212 43 133 16 402 402 402 1212 402 1212 403 403 1211 1203 1186 131 482 483 131
split_gain=4.74673e-09 6.7046e-09 5.03713e-09 9.18588e-09 2.22454e-08 1.59406e-08 7.98897e-09 1.61998e-08 1.34086e-08 7.78812e-09 2.60507e-08 6.5692e-09 4.272e-08 4.03045e-08 3.24914e-08 8.88412e-09 9.33396e-09 1.28372e-08 6.06741e-09 1.54833e-08 1.48017e-08 1.46776e-08 1.88122e-08 6.47136e-09 7.87863e-09 1.15302e-08 5.76385e-09 9.46486e-09 1.00871e-08 9.09244e-09
threshold=0.11531000000000001 0.10233500000000001 -0.47263499999999997 -0.46267499999999995 -0.43370499999999995 -0.43418999999999991 -0.10770499999999998 0.084985000000000019 -0.093169999999999989 -0.13847499999999999 -0.095444999999999988 -0.08867499999999999 -0.0047449999999999992 -0.093189999999999981 -0.079504999999999978 -0.089154999999999998 -0.086719999999999978 -0.064959999999999976 -0.009474999999999999 -0.0088649999999999979 -0.064959999999999976 -0.5341999999999999 -0.43370499999999995 0.11048500000000001 0.088820000000000024 -0.11456499999999999 0.11863000000000001 0.12191 0.12325000000000001 0.11368500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 7 -7 -8 -10 -11 12 14 -14 -12 -13 -17 -18 20 -20 -19 -21 -23 24 25 -24 27 28 29 -27
right_child=-2 -3 3 5 -6 6 8 -9 9 10 11 15 13 -15 -16 16 17 18 19 21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.4774211234433336e-06 -1.2734134472715407e-06 1.451915177952401e-06 -8.9210326564170823e-07 -2.526855502765102e-06 3.7679116584989796e-06 2.7614870048402681e-06 -2.4207708164518093e-06 -3.7766424812600368e-07 1.5307658229906367e-06 -3.6107235519011736e-06 -6.1864062149652454e-06 1.7242168848585401e-06 -1.0254766910088892e-06 4.1822101032405204e-06 -4.8628642161929753e-07 -2.0783993585653317e-06 2.3904286120776543e-06 -2.7689808383968285e-07 -2.3016200504477232e-06 -2.3891616910987073e-06 3.1398150678710193e-06 3.100597216416645e-06 2.3586598948505917e-06 1.4126942694543467e-06 -1.4070666755590841e-06 7.7299569014675109e-09 -1.3721632685322523e-06 2.0872242657787866e-06 -1.8833531482544329e-06 2.1490515923971996e-06
leaf_weight=23 29 32 20 25 21 31 23 35 33 20 20 31 42 23 20 21 23 32 29 25 21 20 21 33 39 2329 30 22 28 20
leaf_count=23 29 32 20 25 21 31 23 35 33 20 20 31 42 23 20 21 23 32 29 25 21 20 21 33 39 2329 30 22 28 20
internal_value=0 1.19489e-08 -3.10954e-09 8.05581e-09 1.49473e-06 -1.22893e-08 8.87001e-09 1.09679e-06 -1.58468e-08 3.34583e-09 -1.43463e-08 1.10788e-08 -7.65077e-07 8.17243e-07 -3.33635e-06 4.09967e-08 2.16206e-08 3.81252e-08 1.77013e-08 -3.92321e-09 1.07689e-06 2.20344e-08 4.5748e-08 2.15224e-08 3.07774e-09 2.55249e-08 5.35375e-09 2.25799e-08 3.47085e-09 2.59617e-08
internal_weight=0 3092 3060 3037 41 2996 2971 66 2905 2882 2849 2829 105 65 40 2724 2693 2672 2649 2596 53 2567 2542 2522 2489 2450 2429 2399 2377 2349
internal_count=3121 3092 3060 3037 41 2996 2971 66 2905 2882 2849 2829 105 65 40 2724 2693 2672 2649 2596 53 2567 2542 2522 2489 2450 2429 2399 2377 2349
is_linear=0
shrinkage=0.1


Tree=7182
num_leaves=31
num_cat=0
split_feature=1213 1213 2 402 3 12 1211 1211 401 402 1210 1212 1212 15 1185 393 12 12 12 52 1 1447 133 3 12 42 15 4 1419 12
split_gain=4.56992e-09 1.09101e-08 1.19475e-08 9.07135e-09 8.81657e-08 6.82555e-09 6.04079e-09 1.46048e-08 9.99187e-09 1.99387e-08 1.53177e-08 7.62577e-09 2.84935e-08 2.77551e-08 6.39301e-09 7.53762e-09 7.28569e-09 2.371e-08 2.18555e-08 4.47839e-08 3.06238e-08 2.18282e-08 2.14643e-08 1.94351e-08 1.81522e-08 9.01184e-08 5.35018e-08 4.15521e-08 3.771e-08 3.44428e-08
threshold=-0.24064499999999997 -0.41627499999999995 0.088930000000000023 0.13597000000000001 -0.078724999999999976 0.087445000000000009 0.13148500000000005 0.11716500000000001 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 -0.092474999999999988 -0.087764999999999996 0.085465000000000013 -0.10973499999999999 0.10856500000000001 0.09320500000000001 0.09364500000000002 0.091715000000000005 0.31359500000000001 0.096255000000000021 -0.051529999999999992 0.11269500000000002 -0.080484999999999987 0.096210000000000004 0.096450000000000022 0.086495000000000002 -0.010655 0.086890000000000009 0.099815000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -5 -1 7 8 -2 -10 11 13 -13 -11 -14 16 18 -18 -16 20 22 -19 23 -20 25 26 27 -23 29 -26
right_child=3 -3 -4 4 -6 -7 -8 -9 9 10 -12 12 14 -15 15 -17 17 21 19 -21 -22 24 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=3.8060706637159979e-08 -1.9259694319636631e-06 -2.6924550216530669e-06 1.6235437044542779e-06 -1.924100147876473e-06 6.5396246156979035e-06 -2.2868742929483194e-06 -1.7331908770756856e-06 2.2836101846581058e-06 2.4890314318071208e-06 3.7551239549192481e-06 -2.7788204215539738e-06 -3.4538987151518563e-06 -1.7748128220773653e-06 -1.0583439252513927e-06 9.0371011453839683e-09 1.457044973326068e-06 -3.4410401005278921e-06 2.219134630997309e-06 -1.3411140824043994e-07 5.2495337238648671e-06 3.8853298792030867e-06 -3.1008715645742651e-06 1.8291074086156534e-06 -4.0220685002623215e-06 1.6469217570147522e-06 -6.3881261100716217e-06 4.2618571055557014e-06 1.6155639517848849e-06 -4.1764286422784653e-06 -3.4567672352868036e-07
leaf_weight=28 27 21 26 32 20 23 20 28 32 23 20 24 20 25 1917 36 23 36 36 24 21 47 29 20 116 28 23 31 21 344
leaf_count=28 27 21 26 32 20 23 20 28 32 23 20 24 20 25 1917 36 23 36 36 24 21 47 29 20 116 28 23 31 21 344
internal_value=0 -6.72059e-07 -1.21043e-07 2.1796e-08 1.33118e-06 -1.01044e-06 -1.12148e-09 1.06174e-08 -1.11561e-08 6.69613e-09 -2.10395e-08 -1.64578e-09 -2.31008e-08 1.24811e-06 6.60307e-09 1.95494e-08 4.9571e-10 -2.85999e-07 9.41278e-08 1.34889e-06 4.65723e-07 -1.73668e-07 -3.79121e-07 -1.52267e-06 -3.14882e-07 -1.36824e-06 2.34082e-08 -1.22639e-06 -3.23802e-08 1.56805e-07
internal_weight=0 98 77 3023 52 51 2971 2951 2923 2896 2864 2844 2796 48 2772 2752 2716 669 2047 130 106 646 85 56 610 129 101 78 481 460
internal_count=3121 98 77 3023 52 51 2971 2951 2923 2896 2864 2844 2796 48 2772 2752 2716 669 2047 130 106 646 85 56 610 129 101 78 481 460
is_linear=0
shrinkage=0.1


Tree=7183
num_leaves=31
num_cat=0
split_feature=128 51 52 403 130 3 42 128 132 1 1204 0 393 394 42 40 43 130 448 12 12 12 51 43 403 0 43 13 4 401
split_gain=4.75562e-09 2.17195e-08 1.54888e-08 1.1789e-08 1.41921e-08 1.09244e-08 1.0997e-08 1.01444e-08 8.02447e-09 1.48333e-07 7.39685e-08 1.28791e-07 2.85074e-08 1.99073e-08 8.60943e-09 1.55372e-08 3.15257e-08 1.12564e-08 1.14159e-08 1.00528e-08 2.72305e-08 2.48626e-08 2.14756e-08 3.05512e-08 2.31771e-08 7.08043e-08 2.85353e-08 4.33013e-08 4.81508e-08 5.88761e-08
threshold=0.089745000000000005 -0.20636999999999997 -0.068719999999999989 -0.081499999999999989 -1.0000000180025095e-35 -0.080104999999999996 -0.10071499999999999 0.085955000000000018 -0.083284999999999984 0.089475000000000013 -0.082199999999999981 -0.084144999999999984 0.10483000000000002 0.090335000000000013 -0.106335 -1.0000000180025095e-35 -0.40263499999999991 0.10490500000000001 0.030280000000000001 0.094580000000000011 0.095175000000000023 0.094225000000000017 0.092790000000000011 -0.03898999999999999 0.05728500000000001 -0.069954999999999976 -0.23714499999999997 -0.063184999999999977 -0.072334999999999997 -0.46360499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 6 -6 8 9 12 11 -10 -1 14 15 -12 -17 18 19 21 -21 -16 24 -24 26 -26 -22 28 29 -28
right_child=1 2 3 4 5 -7 -8 -9 10 -11 13 -13 -14 -15 17 16 -18 -19 -20 20 22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=8.4923550277521989e-08 2.1798199406055991e-06 -3.540394601486696e-06 -2.082865175047167e-06 2.1258282184059381e-06 -1.6880246134643956e-07 6.5728843109729286e-07 -3.445253489644529e-06 1.9250421195644257e-06 1.3740612615720239e-06 7.8221845855068752e-06 1.1553252906279257e-06 -9.9745340381218736e-06 -3.7046051295913894e-06 2.7856058352426772e-06 9.7116500102266531e-08 5.604304798604669e-08 -4.9957714867873838e-06 1.9943752355520075e-06 -2.1133630380063552e-06 -3.1304629973502331e-06 2.7110535542775444e-06 3.1525526109303597e-06 -2.6888908037521603e-07 3.869612450368247e-06 -6.9348197882845856e-06 1.4797081007600356e-06 -9.232420173551267e-08 -1.4686030932900909e-06 -2.4290737061304612e-07 7.395834347248421e-06
leaf_weight=145 26 20 37 24 21 34 20 28 20 25 22 20 23 26 1953 30 21 29 25 33 31 27 44 30 20 20 21 195 130 21
leaf_count=145 26 20 37 24 21 34 20 28 20 25 22 20 23 26 1953 30 21 29 25 33 31 27 44 30 20 20 21 195 130 21
internal_value=0 -4.96048e-07 -9.42027e-07 -5.59914e-07 9.27033e-09 -6.68028e-07 -1.76707e-06 3.07139e-08 1.24929e-08 6.35558e-07 -3.17497e-08 -4.30024e-06 -4.33881e-07 3.20066e-08 5.01058e-09 -1.06593e-06 -2.02412e-06 3.53241e-08 1.30447e-08 3.40982e-08 -3.46219e-07 1.38782e-07 -1.66766e-07 1.40888e-06 -4.32971e-07 -2.72756e-06 -2.0236e-07 -4.48452e-07 7.08115e-07 3.65176e-06
internal_weight=0 182 156 136 99 75 41 2939 2911 193 2718 40 168 2678 2652 73 51 2579 2550 2525 545 1980 512 74 438 40 398 367 172 42
internal_count=3121 182 156 136 99 75 41 2939 2911 193 2718 40 168 2678 2652 73 51 2579 2550 2525 545 1980 512 74 438 40 398 367 172 42
is_linear=0
shrinkage=0.1


Tree=7184
num_leaves=31
num_cat=0
split_feature=12 130 132 1185 15 1 132 16 16 399 1 13 9 40 15 9 34 33 2 34 45 2 0 1 1 1 1447 1 1 480
split_gain=5.05037e-09 1.25232e-08 4.80159e-09 2.31617e-08 1.37626e-08 9.56847e-09 2.01379e-08 6.57189e-09 1.24151e-08 5.09153e-09 4.74776e-09 1.73635e-08 1.49822e-08 1.00438e-08 2.18877e-08 8.64308e-09 1.07639e-08 1.36167e-08 1.54608e-08 3.18108e-08 8.83988e-09 7.71885e-09 1.00341e-08 6.57033e-09 5.06365e-08 6.43297e-08 2.4987e-08 2.4223e-08 2.09655e-08 1.6762e-08
threshold=0.23631000000000002 -0.22461999999999996 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.088135000000000005 -0.1075 -0.081299999999999983 -0.020119999999999996 0.090005000000000016 0.13686500000000004 0.01128 0.092890000000000014 -0.07632499999999999 -0.43375999999999998 0.088235000000000022 -0.08786999999999999 1.0000000180025095e-35 -0.0050599999999999994 -0.010024999999999997 0.094030000000000016 0.17025000000000004 -0.050064999999999991 0.096255000000000021 0.092390000000000014 0.093100000000000002 0.059120000000000013 0.091535000000000019 0.097525000000000014 0.11144000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 -7 9 -9 -3 12 13 15 -12 -15 16 -5 18 19 -18 23 22 -16 24 26 -26 27 29 -25 -20
right_child=-2 2 3 10 -6 6 -8 8 -10 -11 11 -13 -14 14 21 -17 17 -19 20 -21 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=2.1552096094873613e-06 -1.4763560814216085e-06 1.2637013679534591e-07 3.3358031205785843e-06 2.2289086235683828e-06 -2.6660598900889458e-06 3.3745116697587199e-07 -3.7286945219724056e-06 3.0942691052970873e-06 -1.6786363963612012e-07 -1.6597598661860504e-06 1.9477212168794725e-06 -3.2140140542461872e-06 2.3336417997502477e-06 -2.6271680533020779e-06 -1.7208132743215413e-06 -1.8060075805036694e-06 -2.3129580985038376e-07 -2.2693980554322482e-06 6.2816598076229015e-10 4.7474252212287831e-06 -1.8049215247662722e-06 2.0986602391660979e-06 1.121537495460298e-06 2.6201033850500957e-06 -6.4904628393728321e-06 -8.215634030922706e-07 2.6635267725320474e-06 2.9757016083867375e-06 1.5403058523476136e-07 -2.2412254265070851e-06
leaf_weight=27 23 79 21 22 25 29 21 20 28 20 20 21 28 33 23 26 33 26 1748 21 27 21 27 37 26 87 36 27 505 34
leaf_count=27 23 79 21 22 25 29 21 20 28 20 20 21 28 33 23 26 33 26 1748 21 27 21 27 37 26 87 36 27 505 34
internal_value=0 1.09626e-08 -7.88943e-09 2.70152e-08 -4.55832e-07 -1.75346e-07 -1.37033e-06 2.31111e-07 1.19136e-06 -2.34464e-07 2.445e-09 -5.54909e-07 3.25666e-08 -1.04576e-07 -4.99249e-07 8.29914e-09 2.62421e-08 7.65418e-09 3.05923e-08 1.70487e-06 -5.18575e-09 4.89784e-07 -1.85944e-07 1.42514e-08 -7.10423e-08 -2.12591e-06 5.48115e-08 2.8968e-09 3.22379e-07 -4.21457e-08
internal_weight=0 3098 3071 2849 222 197 50 147 48 99 2828 145 2683 124 104 2655 2629 2607 2581 54 2527 71 50 2500 1958 113 1845 1809 542 1782
internal_count=3121 3098 3071 2849 222 197 50 147 48 99 2828 145 2683 124 104 2655 2629 2607 2581 54 2527 71 50 2500 1958 113 1845 1809 542 1782
is_linear=0
shrinkage=0.1


Tree=7185
num_leaves=31
num_cat=0
split_feature=148 0 447 147 1 448 16 151 12 3 43 34 10 4 51 2 4 43 13 13 16 3 472 16 16 2 0 0 3 3
split_gain=4.90256e-09 1.74601e-08 1.24463e-08 6.43977e-09 6.3552e-09 5.92789e-09 5.78818e-09 1.70857e-08 1.81891e-08 2.16565e-08 1.41716e-08 7.26249e-09 1.31329e-08 1.01768e-07 1.40281e-07 1.29536e-08 3.9742e-08 8.38558e-08 2.67499e-08 9.91099e-09 3.032e-08 2.42619e-08 1.8095e-08 1.68513e-08 2.35595e-08 1.83456e-08 1.53848e-08 2.55952e-08 2.29985e-08 1.47512e-08
threshold=-0.10069499999999999 -0.089269999999999988 0.094580000000000011 0.091385000000000008 0.10638500000000002 -0.087399999999999992 -0.5009849999999999 0.0014250000000000003 0.086915000000000006 -0.081924999999999984 -0.081154999999999991 -0.08786999999999999 -0.011559999999999999 0.053180000000000012 0.081440000000000026 -0.0050599999999999994 0.053180000000000012 -0.082389999999999977 -0.017449999999999997 -0.13710499999999998 -0.18708499999999997 0.11658 -0.38234499999999999 -0.08595499999999999 -0.06421499999999998 0.11474000000000002 0.12411500000000002 0.089620000000000019 -0.24190499999999995 -0.10519499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 7 8 10 -10 -7 -8 13 14 -13 16 17 -14 -18 20 -17 22 -21 -22 -25 -26 27 -24 -28 -30
right_child=2 -3 -4 4 -6 6 11 -9 9 -11 -12 12 15 -15 -16 19 18 -19 -20 21 23 -23 26 24 25 -27 28 -29 29 -31
leaf_value=3.1892344986772514e-06 -1.7273957064389834e-06 -9.892975069192288e-07 -2.0411958546636321e-06 2.5254914157812893e-06 6.2499560210033614e-08 -3.1683380753251683e-06 1.6397338663003731e-06 -3.1481678681964038e-06 -1.8149581949598674e-07 3.9435255587250138e-06 -3.6994353870474752e-07 -1.0491444256786054e-05 -5.3721312815468992e-07 3.3630571738285651e-06 3.206374237881467e-07 -3.4444168208706703e-06 1.5703832255147583e-06 8.1501463120048361e-06 -3.4769994504997505e-06 -2.7630600609130776e-06 1.9849046433896257e-06 2.5427507632859768e-06 4.1302103667147837e-08 -3.7505356488054534e-06 -8.5315185101948872e-07 2.6212618563260462e-06 -6.2223118604265446e-07 -3.3860739015587819e-06 4.8225818578170479e-06 1.227464168550796e-06
leaf_weight=20 20 20 30 20 22 22 28 22 35 20 102 20 25 30 30 33 21 20 21 23 31 39 2271 20 55 21 32 22 21 25
leaf_count=20 20 20 30 20 22 22 28 22 35 20 102 20 25 30 30 33 21 20 21 23 31 39 2271 20 55 21 32 22 21 25
internal_value=0 1.09997e-06 -1.42816e-08 5.64875e-09 1.23535e-06 -1.15156e-08 -3.43117e-11 -5.18305e-07 -1.95081e-07 1.31851e-06 -8.66433e-07 3.73302e-08 2.1074e-08 -1.24148e-06 -4.0042e-06 5.8762e-08 1.25901e-06 3.32384e-06 -9.53308e-07 1.84915e-08 -7.43883e-07 6.86271e-08 2.83218e-08 -4.21695e-08 -6.96745e-07 1.06884e-07 5.53998e-08 8.41843e-09 1.43653e-06 2.86871e-06
internal_weight=0 40 3081 3051 42 3009 2989 201 179 55 124 2788 2760 80 50 2680 87 45 42 2593 160 2433 2394 127 96 76 2371 2293 78 46
internal_count=3121 40 3081 3051 42 3009 2989 201 179 55 124 2788 2760 80 50 2680 87 45 42 2593 160 2433 2394 127 96 76 2371 2293 78 46
is_linear=0
shrinkage=0.1


Tree=7186
num_leaves=31
num_cat=0
split_feature=156 16 1 474 128 128 50 42 43 0 52 132 50 1185 394 390 1203 129 4 14 142 14 4 129 11 33 2 2 160 1447
split_gain=5.49837e-09 5.47085e-09 9.68975e-09 8.02804e-09 5.5153e-09 1.16832e-08 9.56362e-09 2.36493e-08 1.78032e-08 1.45277e-08 1.22312e-08 8.82825e-09 1.38393e-07 7.89047e-08 1.08604e-08 1.58736e-08 8.92675e-09 7.97169e-09 1.85209e-08 1.51811e-08 3.72891e-08 3.57447e-08 1.28778e-08 1.18784e-08 9.96109e-09 1.34259e-08 9.20385e-09 2.78883e-08 5.35919e-08 3.39208e-08
threshold=0.32523500000000005 0.63636000000000015 0.10752500000000002 0.12103000000000001 0.089745000000000005 0.085955000000000018 0.090630000000000016 -0.082179999999999989 -0.09225499999999999 -0.079459999999999989 0.08709500000000002 -0.083284999999999984 0.08461500000000001 -1.0000000180025095e-35 -0.12099999999999998 0.090205000000000007 0.085960000000000023 0.084115000000000009 -0.078439999999999996 0.078235000000000013 -0.057499999999999989 0.085220000000000004 -0.013514999999999998 0.092135000000000009 -1.0000000180025095e-35 -0.009184999999999997 0.084415000000000004 0.083995000000000014 -0.53908999999999996 -0.086279999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 11 8 -8 -6 10 -10 12 16 -13 -15 17 -1 19 23 20 -16 -21 -20 -19 -22 -26 27 28 -27 -30
right_child=-2 2 -4 -5 6 -7 7 -9 9 -11 -12 13 -14 14 15 -17 -18 18 22 21 24 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=8.9827552126767591e-08 1.6126469139029116e-06 4.4856353127897823e-07 -2.5927038977484203e-06 2.0015772770420879e-06 -2.8014484890275362e-06 2.2217878117440176e-06 3.277960536252067e-06 -1.1055401721193902e-06 9.595295390833296e-08 1.8632366656371841e-06 -2.8562460022879786e-06 -6.0052146430032081e-06 8.5341819010409386e-06 2.2736278576000287e-06 4.3141497877741129e-06 -2.7478694873718182e-06 -1.7614520121611577e-06 1.0286586442426988e-06 -1.9884183028874826e-06 -3.9612560603252691e-06 -2.140003262370142e-06 4.5268930126323621e-07 6.4138741890928945e-07 4.037021556953169e-06 -2.4607432434012563e-06 -3.8215991377654744e-06 -1.0537381540497399e-07 2.7690069116333277e-06 -3.5647329219673775e-06 5.2858404556018264e-07
leaf_weight=140 21 20 22 20 39 24 20 32 36 24 23 22 20 21 20 21 32 35 27 32 22 43 60 21 22 32 1642 44 21 563
leaf_count=140 21 20 22 20 39 24 20 32 36 24 23 22 20 21 20 21 32 35 27 32 22 43 60 21 22 32 1642 44 21 563
internal_value=0 -1.09315e-08 -1.14448e-06 4.63724e-09 -8.50917e-09 2.47016e-08 -5.55151e-07 5.80422e-07 -1.03917e-06 -2.11104e-07 -1.0549e-06 6.13467e-09 6.60901e-07 -4.13408e-08 8.62306e-09 -9.6361e-09 -2.54597e-07 1.26173e-08 7.38297e-07 -2.98948e-08 1.45061e-08 -1.43059e-06 -1.74759e-07 2.15679e-06 -2.2149e-08 -2.10052e-09 2.13965e-08 3.36786e-07 1.63056e-07 3.81393e-07
internal_weight=0 3100 42 3058 3038 2864 174 52 122 83 59 2840 192 2648 2626 2605 172 2584 143 2441 2366 75 87 56 2346 2324 2302 660 616 584
internal_count=3121 3100 42 3058 3038 2864 174 52 122 83 59 2840 192 2648 2626 2605 172 2584 143 2441 2366 75 87 56 2346 2324 2302 660 616 584
is_linear=0
shrinkage=0.1


Tree=7187
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 156 1426 1428 474 156 151 42 42 1429 42 1429 52 1 160 48 133 2 42 457 2 448 1428 148 150 0 0
split_gain=5.11406e-09 2.57817e-08 1.0324e-08 8.09908e-09 4.39529e-09 5.63103e-09 6.09524e-09 5.12434e-09 5.84337e-09 4.8985e-09 2.48731e-08 9.49942e-08 5.98337e-08 4.69998e-08 4.51258e-08 1.78784e-08 1.35014e-08 2.40885e-08 2.32267e-08 2.00967e-08 9.72738e-09 8.44043e-09 8.05773e-09 3.2186e-08 1.25594e-08 8.41299e-09 7.71453e-09 9.46896e-09 7.26284e-09 4.41499e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.32523500000000005 -0.081389999999999976 0.092095000000000024 -0.42010499999999995 0.12640500000000002 -0.085134999999999975 0.083715000000000026 0.083995000000000014 0.083715000000000026 0.087195000000000009 0.083595000000000017 -0.010739999999999998 0.10612500000000001 0.088020000000000015 0.085700000000000012 0.085075000000000026 0.09167500000000002 0.089905000000000013 0.098180000000000003 0.11389000000000002 -0.083859999999999976 0.081935000000000022 1.0000000180025095e-35 -0.093064999999999995 -0.14723999999999998 -0.14116499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 7 -7 9 10 14 -12 13 -13 16 21 17 19 -18 20 -9 -15 24 -24 -11 26 27 -26 -29 -30
right_child=1 4 -4 -5 -6 6 -8 8 -10 22 11 12 -14 15 -16 -17 18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=1.8393022377887811e-09 3.5265659010162513e-06 -1.2993593677699458e-06 -2.3768743731125141e-06 -2.0758710856430949e-06 1.4513820458107928e-06 1.4534735058191474e-06 1.365627915881553e-06 -1.4046689994984263e-06 -1.5676437688701601e-06 2.4160966545206889e-06 6.6846474232483569e-06 5.311723945892895e-06 -4.2348233491793512e-06 -2.780814799052678e-06 -4.6744492423882056e-06 2.0823390652822128e-06 3.8503612260050756e-06 1.8730380984693355e-06 -5.5296018308581547e-07 7.4559510840513019e-07 -4.5235444304125851e-06 8.9631610730326173e-08 5.0755405330467817e-07 -4.3483169796283098e-06 -2.0682698691003184e-06 -2.0329173994901968e-06 -1.7696413424346247e-06 6.2059800033018147e-07 -3.7222717741869362e-06 2.0644436393814614e-08
leaf_weight=176 21 33 25 21 21 24 33 20 24 21 27 22 25 20 22 25 23 29 25 23 20 21 39 21 22 21 25 183 32 2077
leaf_count=176 21 33 25 21 21 24 33 20 24 21 27 22 25 20 22 25 23 29 25 23 20 21 39 21 22 21 25 183 32 2077
internal_value=0 3.54256e-08 -4.62574e-07 -2.19643e-07 9.9517e-09 -6.43345e-10 1.45329e-08 -1.4421e-09 -1.40615e-08 -4.68396e-10 3.79458e-07 1.35569e-06 8.24052e-08 1.30889e-06 -4.64204e-07 -2.53872e-08 1.97406e-07 -5.11929e-07 1.55696e-06 -1.60977e-06 -2.96411e-06 -1.31059e-06 -4.74728e-08 -1.192e-06 -1.86312e-08 -4.02962e-08 -2.2406e-08 -3.52926e-09 1.62894e-08 -3.61471e-08
internal_weight=0 2899 222 197 2878 2857 2824 2791 2767 2743 302 140 113 88 162 66 140 92 48 63 40 41 2441 60 2381 2360 2339 2314 2292 2109
internal_count=3121 2899 222 197 2878 2857 2824 2791 2767 2743 302 140 113 88 162 66 140 92 48 63 40 41 2441 60 2381 2360 2339 2314 2292 2109
is_linear=0
shrinkage=0.1


Tree=7188
num_leaves=31
num_cat=0
split_feature=402 401 1213 402 401 1210 2 42 403 133 12 16 42 4 15 1208 132 50 1204 132 1203 3 50 1454 403 3 401 1 42 0
split_gain=4.36372e-09 2.46393e-08 4.80853e-08 1.29534e-08 7.97957e-09 5.3118e-09 4.04245e-08 9.32276e-08 4.89778e-08 1.15722e-07 3.94338e-08 4.30928e-08 8.87935e-08 3.38111e-08 2.8127e-08 1.68203e-08 5.50983e-09 1.29707e-07 1.14919e-07 1.50847e-08 1.29504e-08 6.08517e-09 1.79e-08 1.75113e-08 1.35832e-08 1.93304e-08 1.34676e-08 1.47149e-08 1.88036e-08 1.33832e-08
threshold=-0.45015499999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42072999999999994 -0.099524999999999988 -0.00046999999999999993 0.091055000000000011 0.094525000000000012 -0.0038999999999999994 -0.023589999999999996 0.092465000000000006 -0.079109999999999986 0.086325000000000013 -0.082349999999999993 0.084905000000000022 0.11531000000000001 -0.083284999999999984 0.097510000000000013 -0.082199999999999981 -0.066044999999999979 0.085960000000000023 -0.094874999999999987 -0.47365499999999994 0.08950000000000001 0.084910000000000013 -0.14186499999999996 0.080190000000000011 0.12958500000000003 0.10077000000000001 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 6 8 -8 9 -6 11 12 14 -13 -11 16 17 20 -18 -20 -7 23 -23 24 26 -26 27 28 -21 -24
right_child=3 -3 -4 4 5 15 7 -9 -10 10 -12 13 -14 -15 -16 -17 18 -19 19 21 -22 22 29 -25 25 -27 -28 -29 -30 -31
leaf_value=5.3727896253500755e-07 2.4366452676490141e-06 1.7041366748816035e-06 -5.7018050310511001e-06 -1.7101060328278203e-06 -7.9532957954597812e-06 5.1999551691815921e-08 -4.0772592804216859e-07 8.2955738821510757e-06 3.8551310537443967e-06 1.6888599386025557e-06 -3.4973919182448301e-06 1.226676791206542e-06 6.332355066263063e-06 -4.2007187175840956e-06 -3.0892513917473772e-06 -2.9129731410648672e-06 -7.5918684228781793e-06 8.138055991224746e-06 2.7538370653701351e-06 2.1187227555269768e-07 -2.1486407411320024e-06 -3.0548293750598534e-06 -7.087337226449675e-09 3.2188371471875142e-06 6.9774814224017423e-07 -3.319303325042711e-06 2.9156571372368492e-06 -2.3194338967056995e-06 3.1697022890235213e-06 -1.6638804804642861e-06
leaf_weight=30 22 27 21 27 20 141 32 20 26 28 25 22 32 24 22 20 20 20 20 328 33 20 1959 20 23 25 20 21 23 50
leaf_count=30 22 27 21 27 20 141 32 20 26 28 25 22 32 24 22 20 20 20 20 328 33 20 1959 20 23 25 20 21 23 50
internal_value=0 -7.38562e-07 -2.03176e-06 1.89279e-08 1.32122e-09 1.67549e-08 4.57078e-07 2.9397e-06 -1.91647e-07 -7.99833e-07 1.3526e-07 8.44762e-07 2.21902e-06 -1.60501e-06 -4.13509e-07 -2.35371e-08 -2.31464e-09 5.11278e-07 -4.17124e-08 1.84722e-08 -3.65363e-07 -3.50745e-09 -7.7957e-08 3.2488e-07 1.93336e-07 -1.39447e-06 3.87761e-07 2.51853e-07 4.0569e-07 -4.83216e-08
internal_weight=0 78 51 3043 3021 2994 251 52 199 173 153 128 82 46 50 2743 2723 194 2529 2509 174 2489 2029 460 440 48 392 372 351 2009
internal_count=3121 78 51 3043 3021 2994 251 52 199 173 153 128 82 46 50 2743 2723 194 2529 2509 174 2489 2029 460 440 48 392 372 351 2009
is_linear=0
shrinkage=0.1


Tree=7189
num_leaves=31
num_cat=0
split_feature=132 399 1203 50 1204 132 399 1212 1212 1210 3 16 15 1212 13 402 16 401 1208 1209 12 1209 402 0 1213 42 13 402 480 480
split_gain=4.8654e-09 2.38554e-08 1.55275e-08 8.80272e-09 5.47825e-09 9.08909e-09 6.44519e-09 7.16331e-09 2.32959e-08 1.51968e-08 6.22621e-08 1.05961e-08 1.46033e-08 8.49352e-09 1.72577e-08 1.07218e-08 2.15643e-08 1.39481e-08 7.44699e-09 1.68781e-08 2.31078e-08 1.20876e-08 7.83585e-09 3.12815e-08 8.47819e-09 4.30651e-08 2.00541e-08 7.3297e-09 9.85521e-09 4.52457e-08
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.087730000000000016 -0.082884999999999986 -0.0093349999999999978 -0.065739999999999979 -0.09386499999999999 -0.089079999999999979 -0.090569999999999998 -0.082404999999999992 -0.052894999999999991 0.087575000000000014 -0.063924999999999996 -0.063184999999999977 -0.45015499999999992 -0.069894999999999985 -1.0000000180025095e-35 0.11846000000000001 0.091045000000000001 0.095175000000000023 0.085415000000000005 -0.0088649999999999979 -0.079829999999999998 0.091280000000000014 0.090990000000000015 -0.036034999999999991 0.10999000000000002 0.086930000000000021 0.088335000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -6 -7 11 -9 10 -10 12 -8 14 -11 16 -15 -17 19 21 -21 22 23 -19 27 26 -26 28 -24 -30
right_child=1 -3 -4 -5 5 6 7 8 9 13 -12 -13 -14 15 -16 17 -18 18 -20 20 -22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=8.082008023245434e-08 1.2099820817506708e-06 2.5231498152846289e-06 -3.1121064921535439e-06 -1.8636947002219301e-06 -1.8758470949146264e-06 1.6342275889276909e-06 -3.3392701127992878e-06 3.4203530594822955e-06 1.1767608630233666e-06 3.4022736072488033e-06 -5.0733633526890897e-06 9.2927694787739226e-07 -4.4582685932426719e-07 5.1151227530176073e-07 -4.7524465903355423e-07 2.6038483719319283e-06 -3.608182757375289e-06 -4.1868133675528781e-06 1.9375361853235517e-06 1.5115179377763373e-07 -4.4512592478440642e-06 2.4241959224690664e-06 -2.9534846040171358e-08 7.8022306446712266e-07 -2.9981037801007917e-06 4.7492830100798697e-06 1.4800784231283617e-06 -1.4691636923805963e-06 4.9915235225936074e-06 1.4729208035354977e-07
leaf_weight=169 37 38 20 27 26 24 26 20 37 22 28 26 53 27 24 21 24 21 20 24 20 21 2061 32 20 22 20 33 22 156
leaf_count=169 37 38 20 27 26 24 26 20 37 22 28 26 53 27 24 21 24 21 20 24 20 21 2061 32 20 22 20 33 22 156
internal_value=0 3.40477e-08 -4.57886e-07 -1.87047e-07 1.05651e-09 -1.47492e-08 2.50774e-09 -1.15791e-08 2.02239e-08 -5.38914e-09 -1.5156e-06 -8.21797e-07 -1.3981e-06 3.25119e-08 1.37922e-06 8.16104e-09 -1.42717e-06 3.7524e-08 1.57227e-08 4.71906e-11 -1.94085e-06 3.55121e-08 1.44973e-08 -1.18785e-06 4.17999e-08 1.19554e-06 -7.59013e-07 1.03157e-08 3.21214e-08 7.46017e-07
internal_weight=0 2905 216 196 2867 2830 2804 2780 2675 2655 65 105 79 2590 46 2544 51 2493 2472 2452 44 2408 2387 53 2334 62 40 2272 2239 178
internal_count=3121 2905 216 196 2867 2830 2804 2780 2675 2655 65 105 79 2590 46 2544 51 2493 2472 2452 44 2408 2387 53 2334 62 40 2272 2239 178
is_linear=0
shrinkage=0.1


Tree=7190
num_leaves=31
num_cat=0
split_feature=401 47 2 47 42 40 132 132 15 1185 50 0 148 447 16 13 447 120 40 48 124 9 9 49 49 3 12 4 4 390
split_gain=4.52345e-09 5.39451e-09 3.82807e-08 1.32482e-08 9.34138e-09 8.63628e-09 8.31423e-09 1.05721e-08 1.71867e-07 8.03011e-08 2.09244e-08 8.03156e-09 7.53894e-09 1.09983e-08 8.67753e-09 1.56413e-08 1.49462e-08 8.14388e-09 1.14397e-08 1.81517e-08 1.70405e-08 9.46465e-09 1.85548e-08 8.73792e-09 1.07437e-08 3.06239e-08 5.39613e-08 2.93664e-08 4.45793e-08 1.4639e-08
threshold=0.13837000000000002 0.092165000000000011 -1.0000000180025095e-35 0.088915000000000008 0.10571500000000002 -0.045684999999999996 -0.44750499999999993 -0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.087730000000000016 -0.030209999999999997 -0.10069499999999999 0.094580000000000011 -0.54656499999999986 -0.029529999999999997 0.089635000000000006 1.0000000180025095e-35 -0.085734999999999992 0.085485000000000019 1.0000000180025095e-35 0.08925000000000001 0.10750500000000002 0.15665000000000004 0.10440000000000001 -0.087429999999999994 0.083935000000000023 -0.0083799999999999986 0.056795000000000005 0.088375000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -4 -1 8 10 -9 -8 -7 -11 14 15 -14 17 18 19 20 -16 23 -23 24 29 -26 -27 -28 -29 -20
right_child=-2 2 4 -5 -6 11 7 9 -10 12 -12 -13 13 -15 16 -17 -18 -19 21 -21 -22 22 -24 -25 25 26 27 28 -30 -31
leaf_value=-1.7854972429631746e-06 -1.4627281589561054e-06 -4.610990256992409e-06 1.7121565146486059e-06 1.8859968867136792e-06 -2.1920096708072377e-06 2.984857955978714e-08 9.7125044503590011e-08 -6.3147007767838656e-06 9.5075491390161915e-06 1.548388368891293e-06 -3.3945025984394307e-06 -1.964111065304182e-06 4.0969001239082662e-07 -1.9437881852419585e-06 4.6196605147824379e-06 -3.0989164822396256e-06 2.7990546541900586e-06 -1.6729608949124971e-06 1.4412631109129422e-08 -1.0445477710163686e-06 5.4108070742131535e-07 3.5292322360708734e-06 -6.7926087922387522e-07 1.6011053757585399e-06 2.1026355531422927e-06 -5.9988097751267403e-06 1.7107498503743979e-06 -4.8288358276035329e-06 4.5979733289260442e-07 2.3165745941712759e-06
leaf_weight=25 21 20 28 39 20 247 121 20 20 33 20 22 27 28 21 24 20 27 2041 20 20 22 20 34 29 22 37 28 37 28
leaf_count=25 21 20 28 39 20 247 121 20 20 33 20 22 27 28 21 24 20 27 2041 20 20 22 20 34 29 22 37 28 37 28
internal_value=0 9.89429e-09 -3.67826e-07 5.59644e-08 -1.00119e-07 4.07493e-08 2.97635e-08 4.65777e-08 8.32379e-07 -3.27019e-09 -3.98141e-07 -1.33226e-07 4.68603e-08 2.69205e-08 4.93787e-08 -1.24142e-06 7.67398e-08 5.39207e-08 7.36858e-08 1.4253e-06 2.63011e-06 3.78073e-08 1.52519e-06 1.01167e-08 -1.42278e-08 -8.2284e-07 -1.50702e-06 -5.38207e-07 -1.81838e-06 4.5568e-08
internal_weight=0 3100 337 2763 317 297 2724 2699 161 2538 141 269 2518 2485 2457 51 2406 2386 2359 61 41 2298 42 2256 2222 153 124 102 65 2069
internal_count=3121 3100 337 2763 317 297 2724 2699 161 2538 141 269 2518 2485 2457 51 2406 2386 2359 61 41 2298 42 2256 2222 153 124 102 65 2069
is_linear=0
shrinkage=0.1


Tree=7191
num_leaves=31
num_cat=0
split_feature=12 130 130 39 33 42 34 2 1 1 1 3 15 123 16 3 40 1429 1454 16 1428 132 1 160 3 3 12 12 484 13
split_gain=5.12831e-09 9.71208e-09 4.78399e-09 4.72794e-09 1.88645e-08 1.56924e-08 6.18187e-09 7.45444e-09 9.59731e-08 3.96794e-08 2.1852e-08 2.98511e-08 6.61298e-09 5.54599e-09 5.39942e-09 1.83172e-08 1.25084e-08 1.4469e-08 1.71478e-08 1.75423e-08 1.8419e-08 1.69635e-08 1.50807e-08 2.77848e-08 2.7317e-08 4.51949e-08 8.62632e-08 2.08266e-08 1.96519e-08 2.03439e-08
threshold=0.23631000000000002 -0.22461999999999996 -0.14628999999999995 -1.0000000180025095e-35 -0.012019999999999998 -0.018024999999999996 -0.112215 -0.0050599999999999994 0.094090000000000021 0.10871500000000002 0.13820500000000002 -0.017889999999999996 -0.56020999999999987 0.11135500000000001 0.023255000000000001 -0.16726499999999997 -0.065969999999999987 0.09011000000000001 0.095590000000000022 0.63636000000000015 -0.042789999999999995 0.093160000000000007 0.085475000000000009 -0.085024999999999989 -0.072894999999999988 0.088060000000000013 0.10806000000000002 0.098330000000000015 -0.017214999999999998 -0.076599999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6 8 -8 -10 11 -11 -9 14 15 -14 -16 18 19 20 -18 22 24 -24 -22 26 -26 28 -25 -30
right_child=-2 2 3 4 6 -7 7 12 9 10 -12 -13 13 -15 16 -17 17 -19 -20 -21 21 -23 23 27 25 -27 -28 -29 29 -31
leaf_value=1.8993568034973039e-06 -1.4877046020916643e-06 -1.4423641973933075e-06 -1.0779327936916161e-06 -2.6424507975914618e-06 -1.7393668395015993e-06 2.4382726239006539e-06 6.9642498752319252e-06 -1.8221670662654786e-06 -3.3789720886190368e-06 -7.2405136203694085e-07 -1.5081394711354994e-06 3.9735364805070986e-06 2.246319479581871e-06 1.6619658575223183e-06 2.1508530800301307e-06 3.0512236811722855e-08 2.3983747814781968e-06 1.1673084746705126e-06 -3.2806980579196188e-06 -2.9118012647061804e-06 -4.277439396597279e-07 1.5026479977884515e-06 2.9154353697435911e-06 1.8595282051097933e-06 -8.5325130594355876e-06 9.4642987657304427e-07 -3.8054534141135974e-07 2.1837028515181845e-06 -3.7536291872415692e-06 -6.6348061184248994e-07
leaf_weight=27 23 23 22 27 20 30 21 20 32 24 28 31 38 20 21 2047 25 59 21 26 208 44 30 23 25 24 27 27 27 101
leaf_count=27 23 23 22 27 20 30 21 20 32 24 28 31 38 20 21 2047 25 59 21 26 208 44 30 23 25 24 27 27 27 101
internal_value=0 1.10464e-08 -5.55544e-09 5.28663e-09 -1.11215e-08 9.50647e-07 1.28077e-08 2.46909e-08 7.47769e-07 -3.87414e-07 7.65958e-07 1.92368e-06 -1.02677e-08 2.70684e-09 -9.26041e-09 7.08963e-08 -2.52177e-07 -3.27835e-07 -4.72923e-07 -3.72474e-07 -2.54787e-07 -3.78535e-07 -5.46771e-07 1.00157e-07 -1.02058e-06 -2.64307e-06 -4.29976e-06 -3.74328e-07 -8.31724e-07 -1.31531e-06
internal_weight=0 3098 3071 3048 2996 52 2969 2949 136 115 83 55 2813 2793 2773 2085 688 667 608 587 561 536 492 208 284 76 52 178 151 128
internal_count=3121 3098 3071 3048 2996 52 2969 2949 136 115 83 55 2813 2793 2773 2085 688 667 608 587 561 536 492 208 284 76 52 178 151 128
is_linear=0
shrinkage=0.1


Tree=7192
num_leaves=31
num_cat=0
split_feature=130 40 12 142 3 11 147 147 483 160 2 150 13 13 2 15 43 0 1375 483 2 483 13 1374 2 2 2 2 160 15
split_gain=5.2572e-09 1.04145e-08 5.03819e-09 1.79797e-08 1.11433e-08 8.85859e-09 7.00266e-09 8.43998e-09 9.34829e-09 7.28301e-09 3.51852e-08 3.14002e-08 3.75667e-08 4.72637e-08 1.07603e-08 1.09134e-08 1.84161e-08 8.44712e-09 8.84024e-09 1.92057e-08 2.93621e-08 1.45098e-08 1.64828e-08 8.84962e-09 9.21101e-09 6.82053e-08 5.66825e-08 5.16878e-08 4.97642e-08 3.52092e-08
threshold=-0.23647499999999996 -0.23755499999999996 0.12757000000000002 -0.057499999999999989 -0.049509999999999992 -0.014494999999999999 0.099730000000000027 0.093875000000000014 -0.47181499999999993 0.09389500000000002 0.11411 0.090480000000000019 0.0015850000000000003 -0.010739999999999998 0.095195000000000016 -0.010414999999999999 -0.083879999999999996 -0.26343999999999995 0.08456000000000001 0.08981500000000002 0.088555000000000009 -0.088009999999999991 -0.078704999999999983 0.092505000000000018 0.090935000000000016 0.090425000000000019 0.091265000000000013 0.090050000000000005 -0.54512499999999997 0.11842000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -5 7 8 -7 17 11 12 13 14 15 16 -11 -10 21 20 -20 22 -19 24 25 27 -26 29 -28 -23
right_child=1 2 4 5 -6 6 -8 -9 9 10 -12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-1.6161027963335074e-06 1.9658223259789845e-06 2.7966970986634137e-06 -2.032825641941195e-06 -2.0092223670851375e-06 7.1538815655003417e-07 1.8234830397391633e-06 1.4999499230514763e-06 -1.8046466519850722e-06 1.9020029450681859e-06 -2.7142710866183526e-06 -4.1752943483667575e-06 3.2705030842331933e-06 2.3728995698287953e-06 -5.5469721050113464e-06 -2.0188607543657001e-06 1.7765150317927693e-06 7.043704744091883e-07 -3.8380634707989109e-06 4.4730661653165256e-06 -1.6433484779554421e-06 3.6596898098650858e-08 -3.6729329119391411e-08 1.7321317614005238e-07 -2.028999204282757e-06 5.0725145539350556e-06 -5.011181526169496e-06 3.9077001882587331e-06 4.4791583568439823e-06 1.1191435390949581e-08 -3.5562203214763504e-06
leaf_weight=20 27 23 36 22 25 28 31 26 24 26 24 24 35 22 35 26 40 21 26 20 35 1433 20 21 24 28 34 25 911 29
leaf_count=20 27 23 36 22 25 28 31 26 24 26 24 24 35 22 35 26 40 21 26 20 35 1433 20 21 24 28 34 25 911 29
internal_value=0 1.04128e-08 -6.7622e-09 1.14537e-08 -9.06509e-07 -9.97124e-09 4.848e-09 -1.09328e-08 5.08802e-09 -1.25724e-08 -5.49844e-07 -1.31523e-07 -5.75266e-07 -1.26779e-06 -5.26512e-07 4.123e-08 -6.42367e-07 3.44465e-08 1.73847e-08 1.04585e-06 1.92755e-06 -1.53355e-08 -1.88134e-06 1.5206e-08 3.24879e-08 -1.21517e-07 2.73269e-07 -2.94449e-08 1.51383e-07 -1.06541e-07
internal_weight=0 3101 3074 3013 61 2990 2968 2937 2911 2883 232 208 184 149 127 92 66 2651 2627 81 61 2546 41 2505 2484 1515 969 1487 945 1462
internal_count=3121 3101 3074 3013 61 2990 2968 2937 2911 2883 232 208 184 149 127 92 66 2651 2627 81 61 2546 41 2505 2484 1515 969 1487 945 1462
is_linear=0
shrinkage=0.1


Tree=7193
num_leaves=31
num_cat=0
split_feature=12 130 132 1185 15 1204 402 16 1 1 0 1203 13 0 133 130 130 130 13 0 394 403 401 39 33 9 9 156 156 156
split_gain=5.15578e-09 8.8048e-09 4.54547e-09 2.16844e-08 1.44927e-08 7.32474e-09 1.34865e-08 1.51867e-08 6.6686e-09 7.21176e-09 6.61833e-09 1.04037e-08 8.89371e-09 7.72776e-09 1.83251e-08 6.59258e-09 5.30061e-09 7.82981e-09 1.95406e-08 3.2362e-08 1.55747e-08 1.15509e-08 1.00819e-08 7.95332e-09 1.86397e-08 7.43931e-09 9.0862e-09 5.5193e-09 3.04609e-08 2.15733e-08
threshold=0.23631000000000002 -0.22461999999999996 -0.083449999999999983 -0.087384999999999977 0.092400000000000024 -0.079429999999999987 -0.092414999999999983 -0.082404999999999992 0.089625000000000024 0.11146500000000002 -0.09515499999999999 0.084545000000000009 -0.0079349999999999993 -0.082724999999999979 -0.015929999999999996 -0.093639999999999987 -0.079354999999999981 -0.0048749999999999991 -0.010094999999999998 -0.079634999999999997 -0.096774999999999986 0.62200000000000011 0.13607500000000003 -1.0000000180025095e-35 -0.009184999999999997 0.088235000000000022 0.10141500000000002 0.091255000000000017 0.092385000000000009 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 8 6 -5 -8 10 -10 -3 13 -13 14 -12 -7 -17 18 -18 -20 -19 22 23 -22 -25 27 -27 29 -29 -26
right_child=-2 2 3 5 -6 15 7 -9 9 -11 11 12 -14 -15 -16 16 17 20 19 -21 21 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=1.8090226031172614e-06 -1.4916840230042631e-06 1.5150465628721577e-06 3.156128175098936e-06 -9.760094909242154e-07 -2.7111356848763539e-06 -1.4473982385965201e-06 2.122214141309087e-08 3.7523249389437299e-06 -2.639903677277289e-06 1.340597626559819e-08 -3.9607362782589919e-06 2.630961803617993e-06 -2.8270408423932996e-07 2.6586899991798419e-07 1.3780013029910758e-07 1.1110584493746414e-06 9.3392223637541374e-07 2.2770057647865846e-06 -4.5806037073142999e-06 8.7651680973287893e-08 1.607802860045619e-06 -2.0347516133207529e-06 2.189524569811987e-06 -2.6433764105604497e-06 -4.6213652343340339e-08 2.6661623955394885e-06 4.6407790407478201e-09 4.1620218348725756e-06 9.111041943806454e-08 -3.1937316844154008e-06
leaf_weight=27 23 29 22 22 25 32 20 24 20 21 20 20 22 35 24 42 36 30 27 33 30 28 21 27 2140 23 29 20 227 22
leaf_count=27 23 29 22 22 25 32 20 24 20 21 20 20 22 35 24 42 36 30 27 33 30 28 21 27 2140 23 29 20 227 22
internal_value=0 1.1075e-08 -4.73247e-09 2.87312e-08 -4.47041e-07 4.44501e-09 1.04558e-06 2.05637e-06 -1.50694e-07 -1.28089e-06 1.58227e-07 -1.66962e-07 1.10476e-06 -8.43065e-07 -1.72517e-06 -2.03886e-08 -3.69235e-09 -2.1078e-08 -9.07944e-07 -2.01306e-06 1.17056e-08 -1.47684e-08 7.50786e-09 -1.06901e-08 -3.02056e-08 -1.53616e-09 1.18185e-06 -2.70805e-08 4.20739e-07 -7.82421e-08
internal_weight=0 3098 3071 2855 216 2833 66 44 191 41 150 121 42 79 44 2767 2735 2693 96 60 2597 2567 2539 2518 2488 2461 52 2409 247 2162
internal_count=3121 3098 3071 2855 216 2833 66 44 191 41 150 121 42 79 44 2767 2735 2693 96 60 2597 2567 2539 2518 2488 2461 52 2409 247 2162
is_linear=0
shrinkage=0.1


Tree=7194
num_leaves=31
num_cat=0
split_feature=130 10 3 40 10 10 0 33 45 142 1452 147 448 150 456 2 0 42 51 133 1208 1208 42 50 13 39 1210 39 39 39
split_gain=5.27543e-09 9.96292e-09 1.76898e-08 1.2422e-08 8.745e-09 1.70706e-08 1.62216e-08 8.49537e-09 5.49723e-09 1.05881e-08 4.82033e-09 5.86089e-09 1.72573e-08 6.26087e-09 2.00848e-08 3.83568e-08 8.29263e-09 6.17047e-09 2.11645e-08 1.6766e-08 6.71259e-09 1.06627e-08 7.26528e-09 2.72391e-08 3.07538e-08 9.4416e-09 9.43207e-09 8.40503e-09 1.52655e-08 1.0201e-08
threshold=-0.23647499999999996 -0.38124499999999995 -0.0063699999999999989 -0.24134999999999998 -0.084119999999999986 -0.011559999999999999 -0.084889999999999979 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 0.11609000000000001 0.097985000000000017 1.0000000180025095e-35 0.11989500000000002 -0.085409999999999986 0.10981000000000002 -0.24955499999999997 0.12293000000000001 0.089890000000000012 0.15630500000000003 0.11846000000000001 0.10683000000000002 0.11603500000000001 0.090150000000000022 -0.067149999999999987 0.11593500000000001 -0.3960249999999999 0.10940500000000002 0.10262 0.093755000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 -5 -7 9 -9 11 12 13 16 -15 -16 -11 20 19 -19 21 22 25 24 -24 26 -18 28 29 -28
right_child=1 3 -4 4 5 7 -8 8 -10 10 -12 -13 -14 14 15 -17 17 18 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.6188914958092939e-06 3.6873957492389308e-06 -2.4340718634145259e-06 -4.6815607025304677e-07 -6.6046651454598764e-07 -2.516968868559599e-06 1.7425062164225631e-06 3.2335950814523013e-06 2.1930794683943204e-06 -1.235757443080527e-06 1.9265543332122353e-06 1.2114261807028015e-06 -1.3902773310570823e-06 2.7202554757304431e-06 1.5443080580250052e-06 -5.1670712981500738e-06 7.3799865069965815e-07 -1.9354639080120252e-06 -3.8875892035624326e-07 1.7765696005274852e-06 -3.9348092291409864e-06 1.6674230328324786e-06 -2.3127534952038788e-06 -1.6323477646675084e-07 -1.7923881070759231e-06 5.0080759162641623e-06 -1.9183576573421028e-06 -4.8537104191574603e-09 1.9625951825797862e-06 -2.6230766758834021e-06 1.5317689695557782e-06
leaf_weight=20 20 21 21 20 27 28 23 22 36 22 32 31 23 21 22 22 25 30 21 24 24 20 23 23 23 26 2383 22 22 44
leaf_count=20 20 21 21 20 27 28 23 22 36 22 32 31 23 21 22 22 25 30 21 24 24 20 23 23 23 26 2383 22 22 44
internal_value=0 1.04422e-08 1.55894e-06 -1.03057e-08 6.44293e-09 -1.38796e-08 1.4224e-06 8.88342e-09 -7.62166e-09 7.59792e-09 -9.07936e-09 -2.27785e-08 -7.74568e-09 -3.01783e-08 -1.00014e-06 -2.21454e-06 -7.10087e-09 -2.27984e-08 -9.17203e-07 -1.96478e-06 2.659e-09 -1.26433e-08 5.1113e-09 1.01748e-06 2.42242e-06 -2.25865e-08 -2.83884e-09 1.67142e-08 -7.66127e-10 2.30043e-08
internal_weight=0 3101 41 3060 3039 2996 43 2969 2941 2905 2883 2851 2820 2797 65 44 2732 2710 75 54 2635 2611 2591 69 46 2522 2496 2471 2449 2427
internal_count=3121 3101 41 3060 3039 2996 43 2969 2941 2905 2883 2851 2820 2797 65 44 2732 2710 75 54 2635 2611 2591 69 46 2522 2496 2471 2449 2427
is_linear=0
shrinkage=0.1


Tree=7195
num_leaves=31
num_cat=0
split_feature=45 130 15 13 1 374 16 131 123 0 39 4 14 45 43 2 16 52 16 3 9 1 3 3 4 129 16 43 133 4
split_gain=4.72744e-09 4.33293e-09 1.07481e-08 1.31938e-08 4.94105e-09 1.86786e-08 1.42764e-08 1.04618e-08 9.34129e-09 1.01989e-08 8.44918e-09 1.52085e-08 1.6001e-08 2.59328e-08 1.47478e-08 1.156e-08 8.55359e-09 2.07691e-08 2.5488e-08 8.70916e-08 2.23921e-08 2.01763e-08 4.91686e-08 3.77221e-08 2.55223e-08 1.88597e-08 1.61515e-08 4.59393e-08 2.00859e-08 1.82413e-08
threshold=-0.067109999999999989 -0.23647499999999996 -0.5556049999999999 -0.076599999999999988 0.13820500000000002 0.08987500000000001 -0.43320999999999993 0.13857500000000003 0.091810000000000017 -0.073309999999999986 0.10940500000000002 0.50996500000000011 -0.31455999999999995 0.094030000000000016 -0.04890499999999999 0.11870500000000002 0.054560000000000004 -0.23375999999999997 -1.0000000180025095e-35 -0.012939999999999998 0.091600000000000015 0.091535000000000019 -0.076969999999999997 -0.083924999999999986 -0.082594999999999988 0.090795000000000015 0.22339500000000004 -0.014584999999999999 0.094195000000000015 -0.50052499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -6 10 9 -8 11 12 -4 16 -13 -12 17 -14 20 21 -19 22 23 24 -20 26 27 28 -18 -28
right_child=1 2 4 -5 6 -7 8 -9 -10 -11 15 14 13 -15 -16 -17 25 18 19 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-1.4953273686539129e-06 -1.457002319966705e-06 -1.5680172448578166e-07 2.4024002706417897e-06 3.2303567976392197e-06 -2.8705994647838374e-06 2.994490991373563e-06 1.1078917067231448e-06 -2.27789193360195e-06 1.6124161419384109e-06 -1.4137446677917946e-06 -2.2862929127272351e-07 -3.767060521957839e-06 -2.935414088576429e-06 -3.1434971149862504e-06 2.7237852009420748e-08 3.013138098140189e-06 1.8337221424265712e-07 8.3835725985376038e-08 -6.548630368895049e-07 6.3123606523163294e-06 -3.1992721765001466e-06 -1.9949607690250559e-06 5.0597307503978861e-06 -2.5370007693338366e-06 3.5430584496983405e-06 2.4325589057146621e-06 1.1655161801093568e-06 -4.4617617582584253e-06 -2.7247590939320313e-06 -4.5538343532921832e-07
leaf_weight=21 20 23 28 23 23 21 23 20 24 53 22 21 22 26 20 22 114 1932 28 29 21 30 23 38 30 24 92 35 30 283
leaf_count=21 20 23 28 23 23 21 23 20 24 53 22 21 22 26 20 22 114 1932 28 29 21 30 23 38 30 24 92 35 30 283
internal_value=0 1.01331e-08 1.96599e-08 1.53678e-06 -3.34184e-09 2.28903e-08 -6.24169e-07 1.29734e-09 -1.0749e-07 -6.50618e-07 1.71802e-08 -4.22931e-09 2.39179e-08 -2.37845e-10 -1.91618e-06 1.39225e-06 2.9687e-08 1.21384e-07 1.52942e-07 1.2985e-06 4.85335e-08 3.22648e-07 9.06919e-07 -8.80254e-08 1.51648e-06 -3.11876e-07 -4.30769e-07 -1.21229e-06 -4.22488e-07 -5.77227e-08
internal_weight=0 3100 3080 46 3034 2911 123 2890 100 76 2870 2826 2785 2757 41 44 2731 2153 2131 178 1953 149 119 96 58 578 554 179 144 375
internal_count=3121 3100 3080 46 3034 2911 123 2890 100 76 2870 2826 2785 2757 41 44 2731 2153 2131 178 1953 149 119 96 58 578 554 179 144 375
is_linear=0
shrinkage=0.1


Tree=7196
num_leaves=31
num_cat=0
split_feature=120 121 40 33 12 142 11 133 147 150 49 448 15 480 2 43 480 160 1447 402 1447 159 51 160 52 480 153 38 9 10
split_gain=4.77837e-09 1.12667e-08 1.03853e-08 7.23445e-09 6.67648e-09 1.42086e-08 2.49811e-08 1.21751e-08 8.70273e-09 9.28201e-09 3.99525e-08 1.52559e-08 8.03003e-09 1.80904e-08 1.51113e-08 4.66242e-08 9.49161e-09 1.0589e-08 8.55604e-09 2.9968e-08 2.42549e-08 1.71658e-08 3.60568e-08 1.26126e-08 1.18057e-08 1.02148e-08 1.59572e-08 7.95512e-09 8.90559e-09 1.19085e-08
threshold=1.0000000180025095e-35 -0.082399999999999987 -0.24290999999999999 -0.044254999999999996 0.12757000000000002 -0.057499999999999989 -1.0000000180025095e-35 0.017095000000000003 0.099230000000000013 0.12640500000000002 -0.045154999999999994 1.0000000180025095e-35 0.12044500000000001 0.11747 0.098035000000000011 -0.072269999999999987 0.11191000000000002 -0.55323499999999981 -0.085684999999999997 0.081585000000000019 -0.084724999999999981 -0.092414999999999983 -0.015099999999999997 -0.54512499999999997 0.62951500000000016 0.10272000000000002 1.0000000180025095e-35 0.10657000000000001 0.091600000000000015 -0.0093599999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 -7 -6 9 11 -11 12 13 16 15 -14 17 -8 19 21 -20 -19 -23 -22 25 26 27 28 29 -25
right_child=1 -3 3 4 7 6 8 -9 -10 10 -12 -13 14 -15 -16 -17 -18 18 20 -21 23 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=2.2866180688652096e-06 -2.7234498913588013e-06 3.9078892043037815e-07 1.8501001542452806e-06 2.600645279926539e-06 -2.5295558034172406e-06 -3.5319456083016122e-06 -1.7507050074527799e-06 3.2101463749577603e-07 1.6809146102552347e-06 1.2795732120350426e-06 -4.2204022895475649e-06 2.5314652736104413e-06 5.7830410082715393e-06 -2.8852939191314034e-06 -4.2205407278463383e-07 -9.6337428907472268e-07 2.1116007660891357e-06 1.6432957033010518e-06 -3.4213027182280108e-06 4.3660710733206545e-06 2.4318075572539654e-06 1.8369116301900331e-06 -3.6168814024980144e-06 1.1748184328601902e-06 -2.2843227302770255e-06 2.2425662763225772e-06 -2.7076924342591987e-06 1.9355184425270029e-06 -1.518135984322446e-06 -3.7325950493959913e-08
leaf_weight=20 21 26 21 21 29 20 35 31 31 28 25 24 20 22 39 21 21 39 21 20 21 22 27 84 23 20 22 21 39 2307
leaf_count=20 21 26 21 21 29 20 35 31 31 28 25 24 20 22 39 21 21 39 21 20 21 22 27 84 23 20 22 21 39 2307
internal_value=0 -1.00068e-06 1.53023e-08 4.27886e-10 -1.23789e-08 8.69839e-09 -9.74025e-09 -1.05676e-06 1.42857e-08 -3.52384e-09 -1.31475e-06 2.08776e-08 -4.58862e-10 -2.92513e-08 9.87123e-07 2.32756e-06 -6.16797e-09 -2.26334e-08 5.3206e-11 8.71909e-07 -3.6757e-08 7.77817e-08 -1.16824e-06 -8.74143e-09 -2.91117e-08 -8.30547e-09 -2.6509e-08 -2.44294e-09 -1.91908e-08 5.2588e-09
internal_weight=0 47 3074 3054 3033 2973 2952 60 2932 2901 53 2848 2824 2744 80 41 2722 2701 2666 108 2558 88 49 2537 2516 2493 2473 2451 2430 2391
internal_count=3121 47 3074 3054 3033 2973 2952 60 2932 2901 53 2848 2824 2744 80 41 2722 2701 2666 108 2558 88 49 2537 2516 2493 2473 2451 2430 2391
is_linear=0
shrinkage=0.1


Tree=7197
num_leaves=31
num_cat=0
split_feature=421 9 2 33 9 147 448 40 120 104 34 10 52 9 1 45 376 1 156 160 156 156 157 157 475 160 2 4 2 157
split_gain=5.5358e-09 9.51865e-09 1.19152e-08 9.42887e-09 1.26907e-08 6.88613e-09 1.12592e-08 5.88979e-09 1.06282e-08 5.67347e-09 7.24268e-09 6.2679e-09 1.14877e-08 6.07304e-09 6.95821e-09 6.96003e-09 6.71998e-09 9.63815e-09 8.08376e-09 2.78004e-08 5.55752e-08 1.78874e-08 1.68786e-08 2.66287e-08 2.0676e-08 2.51833e-08 1.99776e-08 8.69234e-09 2.11549e-08 9.36513e-09
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 -0.009184999999999997 0.085555000000000006 0.097985000000000017 1.0000000180025095e-35 -0.24134999999999998 0.091385000000000008 0.088500000000000009 -0.085644999999999985 -0.084119999999999986 -1.0000000180025095e-35 -0.013509999999999999 0.14754500000000001 0.094030000000000016 0.092115000000000016 0.13927000000000003 0.091255000000000017 -0.089744999999999978 0.094765000000000016 0.090100000000000013 -0.0045449999999999996 0.10645500000000001 0.016915000000000003 -0.076214999999999991 0.10644500000000001 -0.50427999999999995 0.095195000000000016 0.23903500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 -5 9 10 -9 12 -12 -13 15 16 17 18 21 -20 -21 27 24 -24 25 -22 -25 28 -15 -29
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 11 13 -14 14 -16 -17 -18 -19 19 20 22 -23 23 26 -26 -27 -28 29 -30 -31
leaf_value=-1.6583591349217388e-06 -1.8371976498851189e-06 -9.2604204837698496e-10 3.273779772143826e-06 -1.6417514075328656e-06 2.3463644380250989e-06 -1.3491997057077229e-06 2.2094896112519011e-06 1.7269168767578931e-06 2.2979306515935604e-06 -1.6150094480012328e-06 3.4671896171093155e-07 1.2561768444715869e-06 -2.9647039536939703e-06 5.5735210332566188e-07 1.4051489790076362e-06 -1.6318880687583294e-06 -1.7204269605154761e-06 -2.0883417154106032e-06 -2.3986085118110623e-06 4.5965862948703168e-06 2.0228792086877199e-07 -2.8800686167910913e-06 -3.2812510393601514e-06 -1.2727741146921869e-06 -7.0468680164862351e-07 4.5243153895821055e-06 2.2927555147589374e-06 -6.8958087803437936e-09 -3.271395824337257e-06 1.9015866865419623e-06
leaf_weight=20 28 25 20 22 23 38 23 24 20 22 22 38 20 31 34 27 23 22 28 35 26 22 28 33 34 28 30 2322 27 26
leaf_count=20 28 25 20 22 23 38 23 24 20 22 22 38 20 31 34 27 23 22 28 35 26 22 28 33 34 28 30 2322 27 26
internal_value=0 1.06983e-08 1.4545e-06 -1.05618e-08 6.32912e-09 -1.15813e-08 5.55032e-09 -1.1668e-08 6.05086e-10 -1.52276e-08 -3.00706e-09 -1.75442e-08 -1.23015e-06 5.5434e-10 -1.66336e-08 -3.42633e-08 -1.83753e-08 -3.83324e-09 1.33425e-08 5.6449e-07 9.52185e-07 -4.15906e-08 2.39592e-07 -7.15318e-07 1.22706e-06 2.44334e-06 4.25097e-07 -1.56362e-08 -1.225e-06 1.42373e-08
internal_weight=0 3101 45 3056 3028 3005 2967 2944 2922 2902 2880 2856 42 2814 2776 2742 2715 2692 2670 242 214 2428 179 91 88 54 63 2406 58 2348
internal_count=3121 3101 45 3056 3028 3005 2967 2944 2922 2902 2880 2856 42 2814 2776 2742 2715 2692 2670 242 214 2428 179 91 88 54 63 2406 58 2348
is_linear=0
shrinkage=0.1


Tree=7198
num_leaves=31
num_cat=0
split_feature=120 40 52 33 9 1 9 34 104 132 1186 1185 15 1204 12 1200 50 133 46 1428 157 52 475 475 12 1372 47 47 47 151
split_gain=4.70582e-09 9.54375e-09 8.89574e-09 6.84513e-09 5.89034e-09 1.76967e-08 7.81676e-09 7.39101e-09 1.19906e-08 5.06182e-09 1.34531e-07 6.90061e-08 1.17148e-08 6.49621e-09 1.62405e-08 1.44382e-08 5.37834e-09 6.3658e-09 5.07408e-09 6.64597e-09 7.00726e-09 2.62936e-08 8.09895e-09 1.08083e-08 2.04389e-08 1.19628e-08 6.42425e-09 4.51269e-08 2.57094e-08 1.00803e-08
threshold=1.0000000180025095e-35 -0.24290999999999999 -0.014264999999999998 -0.044254999999999996 0.091600000000000015 0.12408500000000001 0.085355000000000014 -0.08786999999999999 0.079665000000000014 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 -0.079429999999999987 0.087535000000000016 0.087415000000000007 0.09227500000000001 -0.45516499999999999 0.084955000000000017 -0.071779999999999997 0.23903500000000003 -0.53964499999999982 -0.10664 -0.086304999999999979 0.083935000000000023 -0.095709999999999976 0.092165000000000011 0.096475000000000019 0.088915000000000008 -0.10737499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 6 -6 7 -5 9 10 12 -11 16 14 -13 -16 17 -9 19 -15 22 -22 -21 24 -24 -25 28 -28 29 -27
right_child=2 3 -4 4 5 -7 -8 8 -10 11 -12 13 -14 18 15 -17 -18 -19 -20 20 21 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=2.1925238706899106e-06 3.5373048058081248e-07 1.8001343234919616e-06 -2.3984084513674887e-06 1.9085938959051418e-06 -3.3963008868909127e-06 4.1906212778309465e-07 1.8846804902171823e-06 1.7333496233814832e-06 -2.4604876250577946e-06 -5.6182043119241086e-06 8.0641102166672284e-06 -1.4091206843147575e-06 -2.3863756268838188e-06 -1.4686786498074866e-06 3.943413487052437e-06 4.1800349230505582e-07 -1.4489381811699787e-06 -1.1706387242090463e-07 1.1275140494897068e-06 -1.676964713179056e-06 -1.1358491851711148e-06 3.1250301011217139e-06 3.1637811321161281e-06 -2.4347056816103371e-06 -3.9327904557597188e-07 1.0241025150340708e-06 -4.6412972551479477e-06 -7.2609767149711487e-08 3.418790577763337e-06 -6.3314847057644095e-08
leaf_weight=20 24 21 23 20 20 31 22 22 20 22 21 20 25 32 21 26 24 120 38 30 28 30 30 21 35 89 24 218 22 2022
leaf_count=20 24 21 23 20 20 31 22 22 20 22 21 20 25 32 21 26 24 120 38 30 28 30 30 21 35 89 24 218 22 2022
internal_value=0 1.5179e-08 -9.93061e-07 9.20042e-10 -1.15374e-08 -1.07716e-06 6.68748e-09 -7.27057e-09 -2.03037e-08 -3.59007e-09 4.66974e-07 -4.04289e-08 -3.68314e-07 5.25653e-09 9.77573e-07 1.99319e-06 -6.43885e-08 1.6962e-07 -1.96175e-08 -3.65067e-08 -1.85273e-08 1.06805e-06 -4.38271e-08 -2.39189e-08 1.24844e-06 -5.84361e-08 -3.74249e-08 -5.25703e-07 1.79728e-08 -1.74692e-08
internal_weight=0 3074 47 3054 3033 51 2982 2960 2940 2920 212 2708 191 2686 67 47 166 142 2619 2581 2549 58 2491 2461 65 2396 2375 242 2133 2111
internal_count=3121 3074 47 3054 3033 51 2982 2960 2940 2920 212 2708 191 2686 67 47 166 142 2619 2581 2549 58 2491 2461 65 2396 2375 242 2133 2111
is_linear=0
shrinkage=0.1


Tree=7199
num_leaves=31
num_cat=0
split_feature=448 0 46 46 1426 31 34 9 1 120 1 9 10 2 1426 156 16 51 156 156 2 156 9 16 43 132 1211 43 2 43
split_gain=4.49819e-09 9.63313e-09 5.62039e-09 8.52669e-09 6.16121e-09 5.88723e-09 1.37479e-08 1.25034e-08 1.19899e-08 2.10961e-08 1.31063e-08 6.61591e-09 1.56617e-08 1.70659e-08 5.90439e-09 7.22862e-09 1.39351e-08 3.10801e-08 1.00211e-08 2.65808e-08 2.11525e-08 1.9622e-08 8.61909e-09 5.87396e-08 9.98899e-09 8.32983e-08 1.69657e-07 3.45577e-08 9.49927e-08 2.82973e-08
threshold=0.068920000000000023 -0.26343999999999995 0.10987500000000001 0.083550000000000013 -0.094284999999999994 -0.086779999999999982 -0.097449999999999981 -0.092939999999999981 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 0.092890000000000014 0.053330000000000009 -0.080614999999999978 -0.061919999999999996 0.10068000000000001 0.62925500000000012 -0.020969999999999996 0.092385000000000009 0.091255000000000017 0.090790000000000023 0.090100000000000013 -0.013509999999999999 -0.056919999999999991 -0.011694999999999999 -0.083284999999999984 0.086285000000000014 -0.014584999999999999 0.083935000000000023 -0.0098449999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8 9 10 11 12 13 -9 -15 18 17 -17 19 21 -20 22 23 -16 25 -24 27 -27 -29 -26
right_child=-2 2 -4 -5 5 6 7 8 -10 -11 -12 -13 -14 14 15 16 -18 -19 20 -21 -22 -23 24 -25 29 26 -28 28 -30 -31
leaf_value=1.7090619869784199e-06 -1.4948957723959212e-06 1.6617106149913693e-06 1.6622428177015537e-06 -2.027684444155533e-06 -1.7278664813602519e-06 2.5431912598876463e-06 -2.4559154207097544e-06 2.5915776568581352e-06 2.3186261645688239e-06 -2.4304496877884204e-06 2.5563781923665377e-06 1.3539930094858782e-06 -2.817810416217981e-06 -1.4522875164465374e-06 4.8935498912412541e-06 3.8615202777921075e-07 -1.6677691503859521e-06 4.6777555735388892e-06 6.7220943591905788e-07 3.5108626445348604e-06 -3.926978702111228e-06 -3.1056531347368426e-06 4.6688708628277001e-06 -2.2533304919979063e-06 -2.9385149629818515e-06 9.8365370410042482e-09 -9.1607804333193612e-06 7.8815556681734374e-06 -4.9893959672580851e-07 -1.934607915489017e-07
leaf_weight=33 20 22 20 21 20 21 21 25 22 36 20 35 20 29 23 108 22 20 20 21 20 21 39 23 39 1309 20 21 38 1012
leaf_count=33 20 22 20 21 20 21 21 25 22 36 20 35 20 29 23 108 22 20 20 21 20 21 39 23 39 1309 20 21 38 1012
internal_value=0 9.6311e-09 -8.64831e-09 -1.96122e-08 -5.68103e-09 -1.78882e-08 -6.43109e-09 -2.44952e-08 -7.14563e-09 -2.46626e-08 5.35765e-09 -1.24505e-08 -2.935e-08 -9.5033e-09 -3.28523e-08 -1.79163e-08 6.57124e-07 1.05672e-06 -5.67713e-08 -3.22878e-08 -1.62738e-06 -6.15241e-08 -3.61965e-08 1.32011e-06 -6.13741e-08 1.10932e-07 -1.71373e-08 1.16542e-07 2.48395e-06 -2.95323e-07
internal_weight=0 3101 3068 3048 3027 3005 2985 2964 2943 2921 2885 2865 2830 2810 2785 2756 150 128 2606 2566 40 2545 2524 46 2478 1427 1388 1368 59 1051
internal_count=3121 3101 3068 3048 3027 3005 2985 2964 2943 2921 2885 2865 2830 2810 2785 2756 150 128 2606 2566 40 2545 2524 46 2478 1427 1388 1368 59 1051
is_linear=0
shrinkage=0.1


Tree=7200
num_leaves=31
num_cat=0
split_feature=132 1185 132 13 43 1 0 13 401 0 3 402 402 402 15 1212 43 1208 1209 403 12 1210 0 13 41 41 3 375 40 130
split_gain=5.76418e-09 3.25246e-08 1.06977e-08 7.60761e-09 7.71502e-09 5.42824e-09 5.50349e-09 6.12769e-09 4.99716e-09 1.86737e-08 1.9467e-08 1.07585e-08 5.69861e-09 5.99732e-09 4.58866e-08 8.19429e-08 4.18656e-08 2.92626e-08 5.54824e-09 3.60461e-08 6.4991e-08 6.70654e-09 9.35042e-08 5.48025e-09 4.61927e-09 1.97712e-08 1.71113e-08 4.59254e-09 5.08871e-09 8.38448e-09
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.056795000000000005 0.51084000000000007 0.089625000000000024 -0.082084999999999977 -0.0051199999999999987 -0.13200999999999999 -0.071924999999999989 -0.078084999999999988 -0.43418999999999991 -0.17973499999999998 -0.088494999999999976 0.085465000000000013 0.087505000000000013 -0.041739999999999992 0.10233500000000001 -0.065739999999999979 -0.0047449999999999992 0.086700000000000013 -0.064344999999999999 -0.083804999999999977 -0.048784999999999995 0.088520000000000015 0.082735000000000017 -0.098469999999999988 0.087420000000000012 -0.24290999999999999 -0.22229499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 9 10 -3 -10 23 14 15 -14 -16 18 19 20 -15 22 -20 -13 25 27 -26 28 -23 -30
right_child=1 8 -4 -5 -6 -7 -8 -9 11 -11 -12 12 13 17 16 -17 -18 -19 21 -21 -22 24 -24 -25 26 -27 -28 -29 29 -31
leaf_value=5.8471426029882427e-08 3.9588021969566831e-06 1.4599869622355168e-06 -2.5841131012136678e-06 1.055513519077067e-06 -2.2480349561310899e-06 -1.609339797141729e-06 1.0420325790189761e-06 -1.9626987646859108e-06 -1.8080499499416022e-06 2.9884339032658039e-06 -2.3902080215520984e-06 1.1844610507220449e-07 5.8603931268986677e-06 5.2104584602830081e-06 -4.0109250903697108e-08 -2.7705722852095445e-06 -5.8873527573647758e-06 3.4937836100349765e-06 -3.8602138705424632e-06 -3.8269319938316822e-06 -1.832156438671231e-06 -1.5446191107251005e-06 4.6641386215777597e-06 2.3597756307935925e-06 6.074048223073563e-07 3.1403630940474163e-06 -2.9925174935076781e-06 1.3594763307385924e-06 2.0221163185851767e-06 -3.4159528853489811e-08
leaf_weight=60 21 29 22 36 23 25 36 20 33 26 24 24 22 20 25 22 24 24 22 27 38 22 31 20 31 20 23 24 20 2327
leaf_count=60 21 29 22 36 23 25 36 20 33 26 24 24 22 20 25 22 24 24 22 27 38 22 31 20 31 20 23 24 20 2327
internal_value=0 3.76131e-08 -4.91094e-07 -2.60862e-07 -5.49822e-07 -2.72809e-07 1.52369e-08 -4.46821e-07 9.00126e-09 7.93341e-07 -2.83498e-07 -1.31362e-08 8.27815e-09 -9.97092e-09 -7.99174e-07 1.54491e-06 -2.90407e-06 1.79469e-08 -1.40762e-08 -8.08705e-07 5.96331e-07 1.27268e-08 1.12573e-06 1.13723e-06 -1.11845e-08 9.28561e-09 -9.25895e-07 -1.6883e-08 -3.08267e-08 -1.66369e-08
internal_weight=0 2899 222 200 164 141 116 80 2878 79 53 2799 2766 2722 93 44 49 2629 2605 85 58 2520 53 44 2467 2413 54 2393 2369 2347
internal_count=3121 2899 222 200 164 141 116 80 2878 79 53 2799 2766 2722 93 44 49 2629 2605 85 58 2520 53 44 2467 2413 54 2393 2369 2347
is_linear=0
shrinkage=0.1


Tree=7201
num_leaves=31
num_cat=0
split_feature=132 1185 1203 132 13 1 47 1 121 51 4 0 12 3 12 1452 12 9 9 41 12 51 43 2 48 159 159 159 15 42
split_gain=4.66886e-09 2.6345e-08 9.54581e-09 5.38411e-09 1.27786e-08 7.41511e-09 4.84082e-09 5.84565e-09 1.55672e-08 5.06606e-09 1.94073e-08 2.85791e-08 1.53791e-08 3.23482e-08 2.84597e-08 8.40885e-09 1.17785e-08 1.5995e-08 1.42584e-08 1.10562e-08 2.19184e-08 8.37192e-09 7.95586e-09 7.53044e-09 1.0057e-08 7.30559e-09 1.13223e-08 1.71677e-08 1.11304e-08 3.70067e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.41127499999999995 0.056795000000000005 0.088135000000000005 0.14397500000000002 0.16540500000000002 -0.11996 0.11444000000000001 0.033845000000000007 -0.11756999999999999 0.094375000000000014 -0.070099999999999982 0.090995000000000006 0.11609000000000001 0.12757000000000002 0.092890000000000014 0.088235000000000022 0.086565000000000017 0.08486500000000001 0.10994000000000002 -0.061959999999999994 0.087855000000000003 0.10184000000000001 -0.48366999999999993 -0.46871499999999994 -0.45371999999999996 0.12044500000000001 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 7 8 -3 15 11 -11 14 -14 23 16 17 18 19 21 -21 25 -18 -13 -25 -10 -27 -28 -29 -30
right_child=1 6 -4 5 -6 -7 -8 -9 9 10 -12 12 13 -15 -16 -17 22 -19 -20 20 -22 -23 -24 24 -26 26 27 28 29 -31
leaf_value=-1.0645021480589398e-06 3.5629170616586983e-06 -2.7728580107577727e-06 -2.1680275689764781e-06 -1.643024081578464e-07 2.0312931123574648e-06 -2.0089007456910489e-06 -1.5046280644864533e-06 1.7228470687769006e-06 -1.7545862220913477e-06 4.3987821614098811e-06 -1.8925463968295327e-06 1.6898651703437888e-06 -3.9401465330900556e-06 1.4883288145028929e-06 4.5076704566326951e-06 1.938245717590028e-06 -3.1750881589687197e-07 2.037892167961493e-06 -2.4054349551079215e-06 3.4064688592210317e-06 -7.4691246349326932e-07 -2.0237466677437104e-06 -3.138122400514476e-06 -1.7029350463612254e-06 1.2330974379892725e-06 2.3106193706569555e-06 -2.868154212722272e-06 -3.3560753382255093e-08 -2.9477228226364499e-07 4.7545866003756166e-06
leaf_weight=24 21 20 28 113 30 27 21 20 24 21 28 24 21 23 20 22 20 38 25 27 24 21 20 28 20 21 21 2301 47 21
leaf_count=24 21 20 28 113 30 27 21 20 24 21 28 24 21 23 20 22 20 38 25 27 24 21 20 28 20 21 21 2301 47 21
internal_value=0 3.38457e-08 -4.41984e-07 -1.92865e-07 6.55384e-07 -5.20046e-07 8.09502e-09 1.92141e-08 7.20399e-09 2.69417e-08 5.32765e-07 9.65305e-07 4.35135e-07 -1.10253e-06 1.17054e-06 -8.61196e-09 -2.50223e-08 1.48036e-09 -2.90819e-08 -5.38472e-09 1.45194e-06 -3.56467e-08 -1.72782e-06 2.43563e-07 -4.79588e-07 -1.85009e-08 -1.21921e-09 -2.15324e-08 3.70145e-09 1.26459e-06
internal_weight=0 2899 222 194 54 140 2878 2857 2837 2817 185 157 136 44 92 2632 2610 2570 2532 2507 51 2456 40 72 48 2435 2411 2390 2369 68
internal_count=3121 2899 222 194 54 140 2878 2857 2837 2817 185 157 136 44 92 2632 2610 2570 2532 2507 51 2456 40 72 48 2435 2411 2390 2369 68
is_linear=0
shrinkage=0.1


Tree=7202
num_leaves=31
num_cat=0
split_feature=421 147 147 147 147 34 104 34 123 9 8 2 16 45 132 1203 1185 50 131 1204 12 12 400 1 1 13 43 1447 16 1
split_gain=4.41674e-09 7.05731e-09 8.81564e-09 9.42795e-09 7.89359e-09 4.58581e-09 1.0142e-08 7.65493e-09 2.27156e-08 2.19889e-08 2.73093e-08 1.49696e-08 4.18929e-08 5.66465e-09 4.8492e-09 1.34896e-07 7.11311e-08 2.19061e-08 7.15315e-09 5.74178e-09 1.38774e-08 1.36586e-08 5.55259e-09 4.76273e-09 4.2997e-08 5.50482e-08 3.3275e-08 2.33721e-08 2.19879e-08 1.92526e-08
threshold=-1.0000000180025095e-35 0.11252000000000001 0.097985000000000017 0.092070000000000013 0.089995000000000019 -0.097449999999999981 0.083745000000000014 -0.057544999999999992 0.083855000000000013 0.091600000000000015 0.091215000000000004 -1.0000000180025095e-35 -0.056919999999999991 0.094030000000000016 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.076979999999999979 -0.079429999999999987 0.087535000000000016 0.090455000000000021 0.10782000000000001 0.096255000000000021 0.092390000000000014 -0.081029999999999977 -0.03898999999999999 0.059120000000000013 -0.069144999999999984 0.097525000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 11 -11 12 -9 14 15 17 -16 18 -13 20 -18 -22 -20 24 27 -26 -27 -21 -28 -25
right_child=1 -3 -4 -5 -6 6 -8 9 -10 10 -12 13 -14 -15 16 -17 19 -19 22 23 21 -23 -24 29 25 26 28 -29 -30 -31
leaf_value=-1.4812860098345482e-06 1.2000064195660798e-06 1.8819615718257411e-06 -1.9972146173007455e-06 1.7468137849802236e-06 -1.7082152529231582e-06 3.8493499118885664e-06 -2.1933694406633159e-06 -1.3742885390196795e-06 -5.0147192915517285e-07 -4.9561399310960044e-06 9.6411267854225876e-08 1.4478804156044198e-06 4.8033584226172742e-06 -1.3268393907139854e-06 -5.6881442849937068e-06 8.2843567224699654e-06 -1.2702411439136087e-06 -3.4814700143215306e-06 3.0165247244037824e-08 -1.3370549333480649e-08 3.3419951450839482e-06 -1.0590302508717286e-07 -1.5660475359827279e-06 2.4875450542872895e-06 -5.7398502341474629e-06 1.7179426855725124e-06 -4.9004250809048252e-06 2.5606782352206718e-06 -4.9011549969271495e-07 1.0036547650741039e-07
leaf_weight=20 32 20 22 31 27 20 21 21 30 20 23 29 23 32 22 20 20 20 113 1751 27 20 27 36 29 34 20 36 26 549
leaf_count=20 32 20 22 31 27 20 21 21 30 20 23 29 23 32 22 20 20 20 113 1751 27 20 27 36 29 34 20 36 26 549
internal_value=0 9.55705e-09 -2.59748e-09 1.17476e-08 -6.01563e-09 9.29906e-09 -3.53443e-09 1.20648e-08 1.23886e-06 -9.10138e-09 -2.25361e-06 2.47039e-08 1.85494e-06 -3.94438e-09 1.12887e-08 4.74506e-07 -2.63815e-08 -3.51934e-07 1.84256e-08 2.25034e-08 9.35985e-07 1.8748e-06 -2.77676e-07 -2.16536e-09 -7.91269e-08 -2.00731e-06 -6.54268e-07 3.84849e-08 -2.40764e-06 2.47269e-07
internal_weight=0 3101 3081 3059 3028 3001 2969 2948 50 2898 43 2855 44 2811 2779 209 2570 189 169 2548 67 47 140 2481 1896 109 80 1787 46 585
internal_count=3121 3101 3081 3059 3028 3001 2969 2948 50 2898 43 2855 44 2811 2779 209 2570 189 169 2548 67 47 140 2481 1896 109 80 1787 46 585
is_linear=0
shrinkage=0.1


Tree=7203
num_leaves=31
num_cat=0
split_feature=132 1185 1203 401 133 3 1210 1420 11 157 157 2 2 474 157 475 475 49 1429 475 1371 160 475 474 1429 160 47 10 47 47
split_gain=4.49113e-09 2.96239e-08 1.37555e-08 4.8095e-09 1.56381e-08 1.61854e-08 1.085e-08 4.58794e-09 6.88474e-09 2.12979e-08 1.46892e-08 1.30705e-08 2.30474e-08 7.85388e-09 8.7987e-09 8.65221e-09 8.41963e-09 1.81624e-08 1.9841e-08 1.10189e-08 2.38417e-08 5.05282e-08 3.3831e-08 7.12957e-09 1.44819e-08 1.80804e-08 6.21437e-09 6.05538e-08 5.74368e-08 1.39869e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.13200999999999999 0.51279500000000011 -0.078084999999999988 0.26755500000000004 -0.086589999999999986 0.088215000000000002 -0.051074999999999988 -0.49695999999999996 0.11093500000000002 0.097070000000000004 -0.26322499999999993 0.23903500000000003 -0.10664 -0.086304999999999979 -0.0087049999999999992 0.083670000000000008 -0.085754999999999984 0.083235000000000017 -0.081969999999999987 -0.085359999999999978 -0.090259999999999993 -0.054654999999999988 -0.046074999999999991 0.094160000000000008 -1.0000000180025095e-35 0.090100000000000013 0.097970000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 7 -5 10 -10 -9 12 -11 -12 15 -15 17 -17 -19 -18 22 -22 -21 -24 25 -25 28 -28 -26 -29
right_child=1 3 -4 6 5 -7 -8 8 9 11 13 -13 -14 14 -16 16 19 18 -20 20 21 -23 23 24 26 -27 27 29 -30 -31
leaf_value=-1.3444546213645247e-07 3.7754411918978718e-06 2.7278919552137033e-06 -2.505464791673668e-06 -1.4712004788937824e-06 1.9050766197670739e-06 -1.6905307155235689e-06 -2.2803162426585222e-06 -2.4317696106663789e-06 3.572083621541176e-06 -8.3302595896839195e-07 -1.9703625162037497e-06 -1.437569724604306e-06 3.4391883218631849e-06 -1.8512291560455198e-06 1.8147107130904193e-06 3.6495796200597399e-06 -2.2914264783529302e-06 -2.1852711321506443e-06 2.1616991792446545e-06 -4.1272984935858408e-06 -1.0256591957884321e-06 5.9975292771241589e-06 -1.8776255387820129e-06 -1.6094989212853341e-07 -1.8290031828316778e-08 3.6054992601748381e-06 5.7303233714378629e-06 -2.4647050189568767e-06 -4.93873844410094e-06 2.4031134050790812e-07
leaf_weight=194 21 27 28 21 21 31 21 25 22 28 20 34 23 25 27 20 21 21 21 20 21 20 20 26 2060 25 20 21 24 213
leaf_count=194 21 27 28 21 21 31 21 25 22 28 20 34 23 25 27 20 21 21 21 20 21 20 20 26 2060 25 20 21 24 213
internal_value=0 3.31925e-08 -4.33493e-07 5.88634e-09 7.75357e-07 -2.38459e-07 -1.58315e-08 1.28664e-09 1.25025e-08 7.98926e-07 -1.92512e-08 8.11675e-08 1.09366e-06 3.72521e-09 1.88814e-08 7.32086e-11 1.82019e-08 1.1693e-06 -1.1786e-08 -1.04485e-08 8.94447e-09 2.40029e-06 -3.14199e-08 2.58492e-09 1.83255e-08 1.68535e-06 -1.80382e-08 4.48953e-07 -7.49555e-08 -2.44654e-09
internal_weight=0 2899 222 2878 79 52 2799 2778 2757 107 2650 85 51 2625 2605 2578 2553 62 42 2491 2470 41 2429 2409 2389 51 2338 254 2084 234
internal_count=3121 2899 222 2878 79 52 2799 2778 2757 107 2650 85 51 2625 2605 2578 2553 62 42 2491 2470 41 2429 2409 2389 51 2338 254 2084 234
is_linear=0
shrinkage=0.1


Tree=7204
num_leaves=31
num_cat=0
split_feature=45 11 33 34 9 8 9 4 40 46 44 1429 156 0 0 1 52 0 0 1 12 12 12 12 1375 1447 481 12 160 1446
split_gain=4.41663e-09 4.6723e-09 8.82816e-09 8.82114e-09 8.32028e-09 8.60166e-09 5.53746e-09 5.1832e-08 4.53438e-08 4.93324e-09 6.99634e-09 1.11851e-08 1.08167e-08 8.62637e-09 3.17706e-08 1.3803e-08 1.44888e-08 7.94669e-09 2.6052e-08 1.64742e-08 8.33541e-09 4.8841e-08 2.61042e-08 1.44382e-08 2.58565e-08 1.22608e-08 5.50585e-08 4.15915e-08 5.71639e-08 1.99101e-08
threshold=-0.067109999999999989 -0.011194999999999998 -0.009184999999999997 -0.112215 0.088235000000000022 0.091215000000000004 -0.013509999999999999 0.053180000000000012 -0.07632499999999999 0.10987500000000001 0.083555000000000018 -0.23587499999999997 0.3248100000000001 0.11070500000000001 0.056435000000000006 0.10439500000000002 0.095415000000000014 -0.0058249999999999994 0.030935000000000004 0.085475000000000009 0.083310000000000009 0.082480000000000012 0.083535000000000012 0.083785000000000012 -0.15308499999999997 -0.086359999999999978 -0.081334999999999977 0.08401500000000002 -0.089974999999999986 0.037915000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 -5 -9 10 11 -8 13 14 17 16 -15 20 -19 -20 21 -13 -22 -24 -25 26 -26 28 -27 -28
right_child=1 2 3 4 5 -7 9 8 -10 -11 -12 12 -14 15 -16 -17 -18 18 19 -21 22 -23 23 24 25 27 29 -29 -30 -31
leaf_value=-1.4453456038782384e-06 1.3713459793507355e-06 -1.8015563354209817e-06 -1.9804978798922755e-06 3.6342736030468995e-06 2.8568035388399863e-06 8.5512887437744212e-08 2.2352209436410871e-06 1.6638038976618024e-06 -4.8325855470379575e-06 1.5514341157540913e-06 -1.8010327680299683e-06 -2.0671511757387648e-07 -2.3456819599232402e-06 -5.1646703102064674e-07 -3.5967482886007933e-06 2.8595439593240932e-06 2.3045259840728253e-06 3.808760330368545e-06 -1.747017492173273e-06 1.5993113038348383e-06 3.4757931581969553e-06 -5.2363639713348679e-06 -2.0308637605172836e-06 3.3097952775544095e-06 5.0743814642828512e-06 8.6851498281248497e-07 1.3245138550542914e-06 3.1509626671805463e-08 -6.3702862874492897e-06 -2.8363919296759339e-06
leaf_weight=21 25 27 22 36 21 24 22 22 21 20 22 557 20 67 25 26 25 23 31 28 22 20 34 24 25 20 23 1821 24 23
leaf_count=21 25 27 22 36 21 24 22 22 21 20 22 557 20 67 25 26 25 23 31 28 22 20 34 24 25 20 23 1821 24 23
internal_value=0 9.78536e-09 -1.28424e-09 1.46631e-08 2.91685e-08 1.37878e-06 8.79529e-09 8.34851e-07 -1.50885e-06 -1.36921e-08 -2.45535e-08 -1.08883e-08 -2.83e-08 -1.1853e-08 -4.84295e-08 8.25068e-07 2.50107e-07 -1.52677e-08 9.53959e-07 -1.58929e-07 -4.59181e-08 -3.81053e-07 5.0001e-08 1.22039e-08 4.76448e-08 7.20496e-09 1.29699e-06 -4.18968e-08 -3.07992e-06 -7.55939e-07
internal_weight=0 3100 3075 3048 3026 45 2981 79 43 2902 2882 2860 2838 2818 2700 118 92 2675 82 59 2593 577 2016 1994 1960 1936 71 1865 44 46
internal_count=3121 3100 3075 3048 3026 45 2981 79 43 2902 2882 2860 2838 2818 2700 118 92 2675 82 59 2593 577 2016 1994 1960 1936 71 1865 44 46
is_linear=0
shrinkage=0.1


Tree=7205
num_leaves=31
num_cat=0
split_feature=156 1425 97 34 34 34 9 3 2 147 147 147 147 447 132 50 1185 1203 151 42 42 1429 12 133 457 151 43 4 1373 457
split_gain=4.68942e-09 6.62084e-09 4.69083e-09 1.07557e-08 1.67433e-08 5.46707e-09 5.8862e-09 2.34516e-08 9.70719e-09 4.34108e-09 1.25928e-08 1.09736e-08 8.27113e-09 5.39395e-09 5.04289e-09 1.34876e-07 6.54923e-08 1.4869e-08 4.99487e-09 3.17421e-08 7.48355e-08 5.764e-08 4.85056e-08 4.22671e-08 1.18349e-08 1.1822e-08 1.12988e-08 1.00675e-08 7.97866e-09 3.07342e-08
threshold=0.32523500000000005 0.10129000000000002 -0.086464999999999986 -0.08786999999999999 -0.080814999999999984 -0.0011599999999999998 0.091600000000000015 -0.13309499999999996 -1.0000000180025095e-35 0.099230000000000013 0.11204500000000002 0.093875000000000014 0.090425000000000019 0.089095000000000021 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089165000000000008 -0.085134999999999975 0.083715000000000026 0.083995000000000014 0.083715000000000026 0.083815000000000014 0.087985000000000022 0.086120000000000016 -0.083919999999999981 -0.084154999999999994 -0.0086549999999999978 1.0000000180025095e-35 0.31508000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 8 -8 -7 11 -11 12 13 14 15 17 -16 -10 19 22 -21 23 24 27 26 -20 -18 -22 29 -27
right_child=-2 -3 3 4 5 6 7 -9 9 10 -12 -13 -14 -15 16 -17 18 -19 25 20 21 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-1.3894813378101391e-06 1.4893089471678695e-06 -1.6308817287153944e-06 1.6640827340097531e-06 -2.3985452869588889e-06 1.2959124109274304e-06 1.6746986524854689e-06 1.4536838637013718e-06 -3.1010571120759781e-06 -3.8272665325594598e-08 2.6593561301524462e-06 -8.0769237058575533e-07 -2.1450041553331784e-06 1.9795821442260474e-06 -1.5721103212937042e-06 -5.4714731959393251e-06 8.2829284434282614e-06 1.1200503621022763e-06 -2.8587512003598802e-06 -2.2005562768754318e-06 6.2169761720185673e-06 -1.3618312718592834e-06 -3.8730699006919165e-06 -4.2037853988100931e-06 5.6074553253893105e-06 2.3357805844170799e-06 -1.1420267638732477e-09 -1.4624740248652617e-06 1.419002877961854e-06 1.3351633365504693e-06 -3.5992498988927462e-06
leaf_weight=24 21 25 39 29 33 35 20 26 170 22 20 24 21 22 22 20 32 21 25 27 23 25 30 20 24 2188 36 30 43 24
leaf_count=24 21 25 39 29 33 35 20 26 170 22 20 24 21 22 22 20 32 21 25 27 23 25 30 20 24 2188 36 30 43 24
internal_value=0 -1.00858e-08 3.09141e-09 1.40458e-08 -7.31925e-09 1.59277e-08 1.6092e-09 -1.12073e-06 1.93874e-08 -8.06385e-10 1.00838e-06 -1.57996e-08 2.43118e-09 -1.24934e-08 -6.16681e-11 4.69756e-07 -3.8952e-08 -3.48378e-07 8.3434e-09 4.35492e-07 1.55543e-06 2.71126e-07 -7.11986e-07 1.69037e-06 4.26644e-07 -3.7931e-08 -2.47168e-07 2.12226e-07 -1.39551e-08 -4.01812e-08
internal_weight=0 3100 3075 3051 3012 2983 2950 46 2904 2869 42 2827 2803 2782 2760 211 2549 191 2527 247 125 98 122 73 92 2280 68 53 2255 2212
internal_count=3121 3100 3075 3051 3012 2983 2950 46 2904 2869 42 2827 2803 2782 2760 211 2549 191 2527 247 125 98 122 73 92 2280 68 53 2255 2212
is_linear=0
shrinkage=0.1


Tree=7206
num_leaves=31
num_cat=0
split_feature=132 1185 1203 51 45 132 13 16 1204 1420 1429 1429 475 154 474 156 475 155 471 474 474 2 156 12 474 12 475 2 475 16
split_gain=4.45982e-09 3.23196e-08 8.75947e-09 5.29683e-09 4.54964e-09 4.3576e-09 5.11734e-09 7.72082e-09 5.39422e-09 4.1386e-09 7.15398e-09 1.3025e-08 1.96066e-08 8.68899e-09 1.9637e-08 7.81403e-09 6.6311e-09 5.33479e-09 8.58469e-09 7.48433e-09 2.61622e-08 4.82996e-08 2.10982e-08 3.54324e-08 1.69389e-08 1.1279e-08 9.03834e-09 6.99873e-08 2.06839e-08 6.41151e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.096070000000000016 -0.067109999999999989 -0.45528999999999992 0.054800000000000008 -0.077879999999999991 -0.0030749999999999996 -0.086589999999999986 0.12506500000000001 0.093705000000000024 -0.074744999999999992 0.085530000000000009 -0.25711499999999993 0.14949500000000002 -0.10664 0.11562500000000002 0.088960000000000025 0.089435000000000014 0.08708500000000001 0.087505000000000013 0.09747500000000002 0.085355000000000014 0.085860000000000006 0.088725000000000012 -0.085719999999999977 0.087505000000000013 -0.08466499999999999 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -3 -1 7 8 -7 -6 11 13 -13 14 -11 16 -16 18 19 20 24 -22 23 -21 26 -25 27 -18 -28 -30
right_child=1 4 -4 -5 9 6 -8 -9 -10 10 -12 12 -14 -15 15 -17 17 -19 -20 22 21 -23 -24 25 -26 -27 28 -29 29 -31
leaf_value=1.2349104186644886e-06 3.9418930122164533e-06 -1.4984395886585844e-06 -2.0853968440600775e-06 -1.734560571549082e-06 -1.3835910457211348e-06 1.1327528619225241e-07 -1.6640001149426099e-06 1.1945454103531517e-06 -1.4835308962467347e-06 -2.9814035682110528e-06 -1.8134365745936521e-06 4.0625965789331533e-06 9.4641446959499398e-08 2.0861472640376635e-06 -1.2931652828448923e-06 1.7110156974282559e-06 -1.9417797368019352e-06 -1.5304201724575252e-06 1.5889705996333502e-06 -5.3475878144126917e-06 5.4628820366815493e-06 -3.2724865195716041e-07 1.4463644723556563e-06 1.19435536068598e-06 -2.4956965346076585e-06 -1.904592158019153e-06 -2.6612606877185093e-06 5.0934724938018087e-06 8.8590129053254516e-08 -4.1316268295891908e-07
leaf_weight=24 21 20 28 20 21 56 21 39 34 22 21 20 33 20 39 27 31 22 35 20 25 34 28 24 27 23 29 26 2040 291
leaf_count=24 21 20 28 20 21 56 21 39 34 22 21 20 33 20 39 27 31 22 35 20 25 34 28 24 27 23 29 26 2040 291
internal_value=0 3.30833e-08 -4.31972e-07 -1.93334e-07 4.56175e-09 -1.61811e-08 -2.16356e-07 1.93073e-08 -4.89963e-07 1.50796e-08 2.54328e-08 3.9146e-08 1.59198e-06 9.35939e-09 -5.78307e-09 1.82756e-08 1.31051e-09 2.03254e-08 3.32826e-08 1.23246e-08 4.53911e-08 2.1262e-06 -8.58891e-07 -1.82228e-06 -4.84113e-09 -3.22151e-07 2.29839e-08 1.26728e-06 -7.06908e-09 2.59517e-08
internal_weight=0 2899 222 194 2878 174 150 129 90 2858 2837 2816 53 2763 2743 2721 2694 2655 2633 2598 2503 59 95 67 2444 47 2417 57 2360 2331
internal_count=3121 2899 222 194 2878 174 150 129 90 2858 2837 2816 53 2763 2743 2721 2694 2655 2633 2598 2503 59 95 67 2444 47 2417 57 2360 2331
is_linear=0
shrinkage=0.1


Tree=7207
num_leaves=31
num_cat=0
split_feature=1204 1186 133 132 1203 394 52 3 13 49 15 394 390 1185 1212 129 129 0 129 129 43 41 41 33 34 484 484 15 1375 1456
split_gain=3.96176e-09 4.5938e-09 2.8046e-08 1.40927e-08 1.76475e-07 1.20857e-07 1.1974e-08 1.3792e-08 6.00868e-09 6.8993e-09 8.189e-09 5.82365e-09 1.44246e-08 6.8518e-09 2.10658e-08 4.90815e-09 9.99332e-09 2.7537e-08 7.09637e-09 6.13214e-09 1.60523e-08 1.01866e-08 1.8401e-08 1.77779e-08 9.47904e-09 6.47225e-09 2.84389e-08 2.63851e-08 1.73051e-08 2.22624e-08
threshold=0.053645000000000005 0.057025000000000006 -0.022174999999999997 -0.083284999999999984 0.087970000000000007 0.10448000000000002 0.085815000000000016 -0.078244999999999995 -0.052719999999999996 0.10084500000000002 -0.092334999999999987 -0.11103499999999998 0.086130000000000012 0.085600000000000009 0.087210000000000024 0.10532000000000001 0.093420000000000017 -0.075934999999999989 0.090180000000000024 0.085790000000000019 -0.095049999999999982 0.088520000000000015 0.093020000000000019 -0.0066799999999999993 -0.112215 -0.0095549999999999993 -0.017214999999999998 0.11069000000000001 0.084795000000000023 0.085275000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 8 11 7 -3 -1 10 -10 -5 13 15 -15 16 18 -18 19 21 -21 23 -23 -13 -25 26 27 28 29 -26
right_child=-2 2 -4 5 -6 -7 -8 -9 9 -11 -12 12 -14 14 -16 -17 17 -19 -20 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=1.2407881325523942e-06 1.1436196155045765e-06 -1.8803226141615058e-06 -3.0687857741723395e-06 1.5625678813080413e-06 9.4867607794228766e-06 -7.789854687416665e-06 2.5376519499786809e-06 1.4926912347784145e-06 1.5332762648706028e-06 -2.174170981561474e-06 -6.0571777111088452e-07 2.5185456723063127e-06 -2.6777475443395817e-06 -6.8804966199072972e-07 3.5702980301807875e-06 -1.1470890055190123e-06 -4.7448809148420423e-07 4.1857904788923316e-06 -1.5705727527649196e-06 -7.5405481592973788e-07 3.1559181799084836e-06 -3.7828898749125985e-06 -1.8086011612074406e-08 -2.1310390517707372e-06 -1.2013721281014321e-06 8.0262579586110076e-08 -3.6180961396894418e-06 2.3310723591772004e-06 2.1444743797474078e-06 4.1885694263723771e-07
leaf_weight=23 30 27 33 24 21 20 20 22 22 21 96 28 20 26 21 37 32 21 29 21 21 20 37 21 220 1981 25 39 25 138
leaf_count=23 30 27 33 24 21 20 20 22 22 21 96 28 20 26 21 37 32 21 29 21 21 20 37 21 220 1981 25 39 25 138
internal_value=0 -1.11108e-08 -6.71043e-07 1.14094e-08 8.6167e-07 -4.40424e-08 4.75703e-07 -3.65908e-07 -2.56397e-07 -5.04133e-07 -2.06922e-07 1.15629e-08 -1.91436e-09 1.7603e-08 1.21462e-06 -3.27253e-09 1.26497e-08 1.37204e-06 -1.50077e-08 2.50444e-09 1.20093e-06 -1.7359e-08 -1.33907e-06 1.30558e-08 -1.559e-08 2.70669e-09 -3.41003e-07 -1.46862e-07 -3.99185e-07 -5.76815e-07
internal_weight=0 3091 102 2989 183 2806 69 49 162 139 118 2786 2762 2742 47 2695 2658 53 2605 2576 42 2534 57 2477 2449 2428 447 422 383 358
internal_count=3121 3091 102 2989 183 2806 69 49 162 139 118 2786 2762 2742 47 2695 2658 53 2605 2576 42 2534 57 2477 2449 2428 447 422 383 358
is_linear=0
shrinkage=0.1


Tree=7208
num_leaves=31
num_cat=0
split_feature=132 394 1203 390 133 1182 50 12 48 132 15 130 130 10 16 9 12 4 97 34 9 41 13 2 132 481 132 4 1213 132
split_gain=4.9642e-09 2.45033e-08 1.84773e-08 4.94896e-09 1.38956e-08 4.74458e-09 4.45364e-09 4.52301e-09 5.5459e-09 5.85459e-09 6.05612e-09 4.17569e-09 1.386e-08 4.50797e-09 7.70632e-08 9.02625e-08 7.67207e-09 5.74314e-09 8.36002e-09 3.36963e-08 1.31181e-08 1.36886e-08 2.24215e-08 6.78136e-09 5.0206e-09 2.38188e-08 6.24084e-08 1.54199e-08 1.44044e-08 2.072e-08
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.087590000000000015 -0.088669999999999985 0.084790000000000018 0.093975000000000017 0.11527000000000001 0.086035000000000014 -0.41127499999999995 -0.093959999999999988 -0.22699999999999995 -0.14750499999999997 -0.011559999999999999 -0.056919999999999991 0.082870000000000013 -0.090609999999999982 0.62736500000000006 -0.083229999999999985 -0.057544999999999992 0.088235000000000022 0.086565000000000017 -0.13710499999999998 -0.0091949999999999983 0.087955000000000019 -0.00058999999999999992 0.091275000000000009 0.2623950000000001 -0.080279999999999976 0.09654500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 5 -5 11 7 8 9 -1 -11 -2 -13 14 15 16 -14 18 -15 -20 21 23 -23 -21 -25 -26 -27 28 -28 -30
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 -12 12 13 17 -16 -17 -18 -19 19 20 -22 22 -24 24 25 26 27 -29 29 -31
leaf_value=1.6303299435094234e-06 -1.3374838149700182e-06 3.3590634090656255e-06 -3.3579024056962228e-06 2.8964371002378662e-06 -7.8659402561243049e-07 -1.5042649541404295e-06 -1.5431374437401334e-06 1.4133455772480376e-06 -1.695557434307678e-06 -1.8047575458979283e-06 1.1157400820743436e-07 2.5155480748460174e-06 -1.5227773875910072e-06 -1.6546815470519505e-06 3.366362511080683e-06 -8.1809953164224675e-06 8.8394292224283733e-07 1.3742197626609803e-06 3.5386162387062041e-06 -1.7293291523957501e-06 -1.9080769076948755e-06 -1.3699870393679703e-07 3.9563081624850309e-06 4.0367186562338364e-08 2.6613729417590551e-06 -5.9612696488676159e-06 -2.1326237085462631e-06 -2.5521346761555225e-06 3.3795024238775731e-06 1.2504189631049149e-08
leaf_weight=20 23 22 20 21 20 21 21 20 21 20 94 22 26 30 33 20 27 31 27 23 36 32 23 2248 22 21 23 24 22 108
leaf_count=20 23 22 20 21 20 21 21 20 21 20 94 22 26 30 33 20 27 31 27 23 36 32 23 2248 22 21 23 24 22 108
internal_value=0 3.43832e-08 -4.6252e-07 9.01272e-09 1.09984e-06 -6.72401e-09 -1.67073e-07 -1.94508e-09 -1.84563e-07 5.22344e-08 -2.24625e-07 4.42394e-09 1.54546e-08 -4.35879e-09 -6.43922e-07 -2.45679e-06 -2.96712e-07 2.10321e-08 5.13637e-09 2.42221e-08 -1.2528e-08 1.42747e-08 1.57475e-06 -2.01797e-08 -4.25166e-09 -4.60175e-07 -8.07014e-07 -1.95492e-07 1.74178e-07 5.82304e-07
internal_weight=0 2905 216 2883 41 2842 196 175 155 134 114 2821 2798 2776 106 73 53 2670 2639 2609 2582 2546 55 2491 2468 220 198 177 153 130
internal_count=3121 2905 216 2883 41 2842 196 175 155 134 114 2821 2798 2776 106 73 53 2670 2639 2609 2582 2546 55 2491 2468 220 198 177 153 130
is_linear=0
shrinkage=0.1


Tree=7209
num_leaves=31
num_cat=0
split_feature=132 1185 1203 47 1 120 52 2 9 33 9 10 97 9 374 9 45 12 15 4 131 151 42 376 1 48 147 48 4 160
split_gain=4.03508e-09 2.70787e-08 1.06401e-08 3.90491e-09 5.81865e-09 1.54789e-08 2.7177e-08 1.12693e-08 6.56181e-09 1.20983e-08 1.10415e-08 6.76093e-09 5.71524e-09 1.11923e-08 7.77625e-09 8.30637e-09 5.83738e-09 6.53327e-09 1.43661e-08 2.05213e-08 1.38663e-08 1.67948e-08 1.43741e-08 1.80061e-08 1.02449e-08 6.07818e-09 3.97913e-08 3.00432e-08 1.55105e-08 1.62101e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.14397500000000002 0.16540500000000002 1.0000000180025095e-35 -0.057699999999999994 0.31358000000000003 0.092890000000000014 -0.009184999999999997 0.085555000000000006 -0.086389999999999981 -0.086464999999999986 -0.085474999999999982 0.089535000000000017 -0.013509999999999999 0.094030000000000016 -1.0000000180025095e-35 -0.059484999999999989 -0.029144999999999997 0.088495000000000004 -0.088329999999999978 0.10410000000000001 0.083890000000000006 0.10658000000000002 -0.072824999999999987 0.093875000000000014 -0.031249999999999997 -0.0086549999999999978 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -7 8 9 -3 11 -11 -13 -14 15 -15 17 18 20 -20 21 -17 23 24 -23 26 28 -27 29 -19
right_child=1 3 -4 -5 -6 6 -8 -9 -10 10 -12 12 13 14 -16 16 -18 25 19 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-1.5329026857612824e-07 3.6093326863400377e-06 -2.0725954052685277e-06 -2.2714076142923054e-06 -1.3532927477215362e-06 1.7150303807511592e-06 7.125950810404903e-07 -4.438128298661901e-06 2.285988234585933e-06 1.3017289789401662e-06 -1.4030945334632312e-06 2.1984940758557061e-06 -1.6270921531172246e-06 2.2752596449167457e-06 1.9606156496624037e-06 -1.9063066443571926e-06 -2.9523778829343429e-06 -1.4015158003217196e-06 -2.3071987544180197e-07 5.5522999983540191e-08 4.4258720143781305e-06 2.1679558553192432e-06 -1.3332904694308175e-06 -2.2617108197664495e-06 2.626697921925825e-06 1.1876048915837602e-06 3.4588893977343102e-06 -4.2439389198989378e-06 -2.7352308214286258e-08 -1.3352400607402615e-06 3.5736628953080595e-06
leaf_weight=195 21 28 27 21 20 20 21 22 39 34 23 21 22 22 21 20 29 24 22 21 28 38 20 32 28 25 25 2199 32 21
leaf_count=195 21 28 27 21 20 20 21 22 39 34 23 21 22 22 21 20 29 24 22 21 28 38 20 32 28 25 25 2199 32 21
internal_value=0 3.14575e-08 -4.10899e-07 5.35069e-09 1.53372e-08 3.35489e-09 -1.92558e-06 3.16404e-08 1.37617e-08 -4.60423e-09 1.67862e-08 -1.90956e-09 1.60679e-08 2.91932e-08 1.0239e-08 2.58026e-08 9.20128e-09 2.53397e-08 5.609e-07 2.18988e-06 1.38935e-07 -2.7275e-07 1.81424e-07 6.80023e-07 -2.6382e-07 -2.27825e-08 -7.77613e-07 1.18366e-08 3.47818e-07 1.54466e-06
internal_weight=0 2899 222 2878 2857 2837 41 2796 2774 2735 2707 2684 2650 2629 2607 2586 2564 2535 209 43 166 138 118 98 66 2326 102 2224 77 45
internal_count=3121 2899 222 2878 2857 2837 41 2796 2774 2735 2707 2684 2650 2629 2607 2586 2564 2535 209 43 166 138 118 98 66 2326 102 2224 77 45
is_linear=0
shrinkage=0.1


Tree=7210
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 133 4 403 402 1203 1186 1204 12 403 401 402 403 1212 402 402 15 16 402 402 1209 1209 1210 0 13 43
split_gain=4.17865e-09 1.24096e-07 6.74139e-08 2.20155e-08 4.59531e-09 6.52268e-09 1.33685e-08 7.79024e-09 5.58809e-09 7.84301e-09 5.14314e-09 4.46688e-09 1.1735e-08 1.23122e-08 4.5247e-09 1.58952e-08 1.48418e-08 1.28065e-08 4.8925e-09 7.38581e-09 4.1573e-08 4.60195e-08 4.11916e-08 1.35416e-08 8.38128e-09 9.38347e-09 5.96067e-09 5.08114e-09 4.61928e-09 1.59911e-08
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11527000000000001 -0.37971999999999995 -0.00059999999999999995 -0.020569999999999995 0.087450000000000014 0.084795000000000023 -0.0046349999999999994 -0.079429999999999987 0.087535000000000016 -0.028309999999999998 -0.13200999999999999 -0.43418999999999991 -0.10197999999999999 0.11796000000000001 -0.17973499999999998 -0.088494999999999976 0.085465000000000013 -0.079504999999999978 -0.064959999999999976 -0.025879999999999997 -0.092099999999999987 -0.065739999999999979 -0.062539999999999984 -0.067624999999999977 0.11217000000000001 -0.23229999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 8 9 10 -7 12 -4 -14 16 -16 -13 -18 27 20 -20 -22 -21 -24 -25 -26 -27 -17 -28 -30
right_child=2 -3 11 -5 -6 7 -8 -9 -10 -11 -12 14 13 -15 15 18 17 -19 19 22 21 -23 23 24 25 26 28 -29 29 -31
leaf_value=4.9162439354620894e-07 -5.5463488313927721e-06 7.7305760420304503e-06 -1.2114931985252043e-06 -3.4997979247464177e-06 1.3887025900095025e-06 7.5588216134292449e-07 -3.120881219729199e-06 1.8012855093729741e-06 -1.6119508388938315e-06 1.8320524992261546e-06 -1.3286002768083939e-06 3.0905994844943055e-06 3.4059667006596849e-06 1.6230858454946429e-07 -2.5922272717101201e-06 2.1122789014136537e-06 1.088453978549556e-06 -2.0352155063717095e-06 1.5684054062603538e-06 4.4161128373941344e-06 -6.4095139848740517e-06 5.4122419138972575e-10 -2.0435015247847223e-06 1.7478144459177943e-06 -1.5829734138606e-06 1.2962081863016854e-06 -5.7503994665797531e-08 -9.0033319111171303e-08 -9.0226792332928462e-08 2.0328141493071903e-06
leaf_weight=21 22 21 20 20 21 20 20 24 22 21 29 20 22 25 24 22 35 21 36 21 21 24 33 27 38 35 2252 20 136 48
leaf_count=21 22 21 20 20 21 20 20 24 22 21 29 20 22 25 24 22 35 21 36 21 21 24 33 27 38 35 2252 20 136 48
internal_value=0 4.21208e-07 -3.17874e-08 -3.54027e-07 -5.70148e-10 -1.86396e-07 -1.27057e-06 1.96804e-07 -2.21756e-07 2.15162e-07 -4.77791e-07 1.03377e-08 8.173e-07 1.68062e-06 -8.88251e-09 -3.00164e-08 7.52215e-07 -8.29221e-08 -7.35031e-09 -2.41898e-08 -9.64496e-07 -2.99082e-06 5.21751e-09 -3.08389e-08 -4.64885e-09 -2.35076e-08 4.74515e-10 1.06356e-06 -1.81423e-08 4.6361e-07
internal_weight=0 219 2902 198 178 157 41 116 92 70 49 2880 67 47 2813 2737 76 56 2713 2671 81 45 2590 2569 2536 2509 2471 42 2436 184
internal_count=3121 219 2902 198 178 157 41 116 92 70 49 2880 67 47 2813 2737 76 56 2713 2671 81 45 2590 2569 2536 2509 2471 42 2436 184
is_linear=0
shrinkage=0.1


Tree=7211
num_leaves=31
num_cat=0
split_feature=421 9 2 33 9 149 49 2 147 150 49 448 48 150 4 160 4 12 1375 147 150 150 150 48 1365 130 2 150 3 3
split_gain=4.1091e-09 8.5405e-09 1.15194e-08 9.65773e-09 9.07086e-09 5.45134e-09 5.39811e-09 5.29545e-09 6.85883e-09 1.06676e-08 4.2834e-08 1.13629e-08 6.62734e-09 6.94949e-09 3.89982e-08 6.84422e-08 4.24599e-08 5.30189e-08 2.29246e-08 1.37127e-08 9.2451e-09 8.69374e-09 1.02376e-08 1.34022e-08 8.45043e-09 8.14851e-09 1.16219e-08 6.5232e-09 9.44858e-09 2.90305e-08
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 -0.009184999999999997 0.085555000000000006 0.091325000000000003 -0.054984999999999992 -0.045829999999999989 0.099230000000000013 0.12640500000000002 -0.045154999999999994 1.0000000180025095e-35 -0.09386499999999999 0.090480000000000019 -0.0092149999999999992 -0.085764999999999994 0.0037800000000000004 0.084405000000000022 0.10283000000000002 0.088610000000000008 0.088040000000000021 0.086135000000000017 0.083555000000000004 0.086125000000000021 0.087370000000000017 -0.23123999999999997 0.25063000000000007 -0.12731499999999998 -0.0049599999999999991 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 7 -7 -5 9 11 -11 12 -9 18 15 -15 17 -16 20 -18 21 22 24 -24 25 -14 27 -27 29 -29
right_child=1 2 -4 4 -6 6 -8 8 -10 10 -12 -13 13 14 16 -17 19 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-1.4287612029306729e-06 -1.8595856520927817e-06 -5.4216595003708788e-08 3.1656404030400159e-06 -1.2717835053521754e-06 1.9845379108079689e-06 -1.2170491845608922e-07 -2.3258588771568614e-06 -1.3751674620888321e-06 1.5792414665887528e-06 1.6830809572225421e-06 -4.4257257760212573e-06 2.1976672940127172e-06 1.9842889145138543e-06 2.6515358906446335e-06 8.0300910849473452e-06 -4.3668450850666643e-06 -8.8573859017060393e-07 7.4868500078650867e-07 -3.3817652229117816e-06 2.3212123392113426e-06 2.0580688059949766e-06 -2.0269773022803186e-06 3.4337560759922784e-06 -2.2714067881679512e-07 1.9422848905295807e-06 -1.7339324833962814e-06 -2.1057127359772157e-06 -4.3453044725856155e-08 4.9692872773568441e-07 -3.6950438305377085e-06
leaf_weight=20 28 25 20 32 23 25 20 34 28 22 24 24 20 24 20 33 40 20 20 20 22 21 20 20 22 22 27 2097 326 22
leaf_count=20 28 25 20 32 23 25 20 34 28 22 24 24 20 24 20 33 40 20 20 20 22 21 20 20 22 22 27 2097 326 22
internal_value=0 9.2245e-09 1.37683e-06 -1.09137e-08 6.18104e-09 -8.96113e-09 -1.10133e-06 7.64582e-09 2.16287e-08 6.58963e-09 -1.50412e-06 3.09389e-08 1.25638e-08 2.94389e-08 6.75804e-07 -1.41174e-06 1.8657e-06 4.38939e-06 -9.01476e-09 1.83245e-07 1.67413e-08 -5.51468e-10 1.59683e-08 1.60331e-06 -9.06859e-09 -2.61449e-08 -4.2267e-08 -1.96837e-08 -4.25899e-09 -8.13648e-08
internal_weight=0 3101 45 3056 3028 3005 45 2960 2928 2900 46 2854 2830 2796 157 57 100 40 2639 60 2619 2597 2576 40 2536 2514 2494 2467 2445 2119
internal_count=3121 3101 45 3056 3028 3005 45 2960 2928 2900 46 2854 2830 2796 157 57 100 40 2639 60 2619 2597 2576 40 2536 2514 2494 2467 2445 2119
is_linear=0
shrinkage=0.1


Tree=7212
num_leaves=31
num_cat=0
split_feature=1373 150 1374 150 1348 142 12 4 10 16 10 42 33 9 10 97 374 2 447 1348 52 13 4 16 52 3 3 3 1186 1
split_gain=4.5557e-09 1.24848e-08 1.29201e-08 7.11867e-09 1.54199e-08 6.71289e-09 4.88224e-09 9.28294e-09 6.74261e-09 6.95281e-08 8.33445e-08 1.18084e-08 7.09825e-09 6.95574e-09 1.94073e-08 1.29661e-08 1.09849e-08 9.2191e-09 7.33908e-09 7.88485e-09 6.55005e-09 1.88641e-08 2.6219e-08 1.77517e-08 1.60695e-08 1.52593e-08 2.48035e-08 1.5242e-08 1.49995e-08 1.41487e-08
threshold=-1.0000000180025095e-35 0.14500000000000005 -0.096434999999999979 0.12416000000000001 -0.047944999999999995 -1.0000000180025095e-35 0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 -0.094984999999999986 0.095885000000000012 -0.012019999999999998 0.088235000000000022 -0.0079749999999999977 -0.049229999999999996 0.08987500000000001 -0.0091949999999999983 0.089635000000000006 0.086620000000000016 0.091275000000000009 -0.17933499999999997 -0.019614999999999997 0.15891500000000003 0.090245000000000006 0.11658 0.10299500000000002 0.092670000000000016 -0.11456499999999999 0.13471500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 9 10 11 -7 -10 14 -14 -16 17 -17 19 20 21 22 -19 -22 25 26 27 28 -23 -30
right_child=1 -3 3 -5 5 6 -8 -9 12 -11 -12 -13 13 -15 15 16 -18 18 -20 -21 23 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.3181765561617236e-06 -2.420990894336228e-06 2.3322435244272525e-06 -2.7723214859065595e-06 1.4718800691822034e-06 -1.7267718892422967e-06 1.4790804767550942e-06 -1.4928882614012332e-06 1.8494332270587883e-06 1.7258982770727015e-06 2.9565558269027722e-06 -7.5240448248460668e-06 -1.8433130412631729e-06 3.153301828859867e-06 -1.5073086642744252e-06 -2.509978831994886e-06 -1.9260997682124525e-06 2.0160329508403915e-06 -4.4091890751068222e-06 1.5723033195700416e-06 -1.7428577657483401e-06 -1.0521168036532729e-07 2.8467628749240251e-06 -2.8538862383795966e-07 -2.3604127122596129e-06 2.5734561928304958e-06 2.0443959567187231e-06 -2.6879920813283412e-06 2.2313413397309241e-06 5.6616642032121337e-08 2.3637825102519453e-06
leaf_weight=26 22 23 20 33 22 23 21 28 25 33 23 20 20 29 20 24 28 21 31 25 616 20 58 37 28 42 31 35 1710 27
leaf_count=26 22 23 20 33 22 23 21 28 25 33 23 20 20 29 20 24 28 21 31 25 616 20 58 37 28 42 31 35 1710 27
internal_value=0 1.10764e-08 -6.30211e-09 1.11153e-08 -4.86255e-09 1.36056e-08 2.64757e-08 3.72768e-08 1.99356e-08 -7.91254e-07 -2.66516e-06 -6.62188e-08 4.8343e-08 3.33755e-08 4.9488e-08 2.69394e-08 4.55045e-08 2.51071e-08 4.25741e-08 2.46792e-08 4.15129e-08 1.32412e-07 -1.38159e-06 -2.32995e-07 1.95596e-07 1.59896e-07 1.16479e-07 1.64994e-07 1.23831e-07 9.24793e-08
internal_weight=0 3095 3072 3050 3017 2997 2975 2954 2926 99 66 43 2827 2802 2773 2753 2733 2705 2681 2650 2625 1972 79 653 1893 1865 1823 1792 1757 1737
internal_count=3121 3095 3072 3050 3017 2997 2975 2954 2926 99 66 43 2827 2802 2773 2753 2733 2705 2681 2650 2625 1972 79 653 1893 1865 1823 1792 1757 1737
is_linear=0
shrinkage=0.1


Tree=7213
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 121 130 129 9 33 3 9 34 11 403 42 403 1208 1210 403 401 1212 401 0 401 401 401 1212 393 1456 156
split_gain=4.3527e-09 2.28718e-08 2.15021e-08 4.21865e-09 1.16695e-08 5.7366e-09 5.80366e-09 5.45927e-09 9.46597e-09 8.83791e-09 8.2937e-09 4.8773e-09 1.91842e-08 4.40096e-09 4.86288e-08 9.90527e-09 1.15108e-08 9.48246e-09 5.26251e-09 1.92059e-08 6.84528e-09 7.71718e-09 2.50475e-08 2.05789e-08 2.00996e-08 6.05134e-09 6.50943e-09 5.94878e-09 4.844e-09 1.87912e-08
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.23647499999999996 -0.088279999999999983 -0.089704999999999993 -0.078929999999999986 0.092890000000000014 -0.009184999999999997 -0.017889999999999996 0.086220000000000005 -0.08786999999999999 -1.0000000180025095e-35 -0.55049499999999985 0.091205000000000008 -0.5425549999999999 0.099975000000000008 -0.3960249999999999 0.62200000000000011 0.13485500000000003 -0.09386499999999999 0.10632500000000002 -0.084674999999999986 0.09530000000000001 0.092045000000000016 1.0000000180025095e-35 -0.42062999999999995 0.092175000000000021 0.0058550000000000008 -0.065739999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 -7 8 -8 -9 11 -10 -13 14 -14 -15 17 -17 19 20 25 23 -23 24 27 -19 -27 28 -22 -30
right_child=1 3 -4 4 5 6 7 9 10 -11 -12 12 13 15 -16 16 -18 18 -20 -21 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-1.1437209622915028e-07 3.2442994779557921e-06 -1.4396084716850056e-06 -3.556478293376131e-06 2.1688618271582527e-06 -1.2215592221309635e-06 1.2428366074489437e-06 -1.8481174346821458e-06 -2.5316951244101137e-07 1.5406658894789873e-06 2.6513413251905153e-06 2.0288915902710869e-06 -3.112240387963539e-06 -1.9631984296211159e-06 -2.0425433438238845e-06 4.6523834794243165e-06 -2.0948835299350324e-06 1.7033675531727056e-06 3.0767559315964243e-07 -1.4532676739236194e-06 3.0162294367961471e-06 5.3316521870737783e-08 3.898651458484892e-06 -1.0461524544509649e-06 -2.665301040114455e-06 3.171601999838458e-06 -5.129338563847341e-07 -3.0642921819890037e-06 -1.6487775589914897e-06 1.9179312797253566e-06 -7.5841700385697549e-07
leaf_weight=196 22 20 20 25 38 38 28 22 20 20 20 20 25 24 20 22 39 21 25 21 2044 20 21 29 20 20 20 22 30 209
leaf_count=196 22 20 20 25 38 38 28 22 20 20 20 20 25 24 20 22 39 21 25 21 2044 20 21 29 20 20 20 22 30 209
internal_value=0 3.22072e-08 -4.33086e-07 7.69588e-09 1.78063e-08 -1.14241e-09 1.54204e-08 -1.46658e-09 -1.89367e-08 1.12993e-06 8.89624e-11 -1.50967e-08 -2.68294e-08 -3.38406e-09 9.7706e-07 -2.04386e-08 -1.50352e-09 -2.78466e-08 -9.67123e-09 4.89878e-09 -2.08496e-08 5.79407e-09 1.36595e-06 -1.78959e-08 1.51255e-08 -1.06694e-06 -1.78861e-06 -1.22626e-08 3.50756e-09 -4.22474e-07
internal_weight=0 2905 216 2883 2863 2838 2800 2762 2720 42 2692 2672 2652 2632 45 2587 2563 2524 2502 2477 2456 2395 41 2354 2325 61 40 2305 2283 239
internal_count=3121 2905 216 2883 2863 2838 2800 2762 2720 42 2692 2672 2652 2632 45 2587 2563 2524 2502 2477 2456 2395 41 2354 2325 61 40 2305 2283 239
is_linear=0
shrinkage=0.1


Tree=7214
num_leaves=31
num_cat=0
split_feature=1208 1208 402 401 1212 1211 1211 1185 393 401 1 1 1 1447 481 13 403 1447 160 394 1 1 1 3 33 4 4 42 1 16
split_gain=4.91178e-09 6.78678e-09 5.35857e-09 5.94541e-09 6.62935e-09 6.44949e-09 1.13141e-08 6.03044e-09 6.95859e-09 5.88843e-09 5.16056e-09 3.48863e-08 2.20468e-08 1.8467e-08 2.29215e-08 5.83521e-08 3.75702e-08 1.78085e-08 3.968e-08 1.7619e-08 2.30156e-08 3.93534e-08 1.98781e-08 1.29579e-07 1.17546e-07 6.93225e-08 4.11018e-08 3.25903e-08 2.5895e-08 4.27937e-08
threshold=0.12461500000000002 0.10737500000000001 0.15960500000000002 0.13571500000000003 0.13795000000000002 0.11986000000000001 0.11301500000000002 -0.10973499999999999 0.10856500000000001 0.12053500000000002 0.085110000000000005 0.085760000000000017 0.084525000000000003 0.059120000000000013 -0.087424999999999989 -0.08645499999999999 -0.54448499999999989 0.022105000000000003 -0.52954999999999985 -0.087649999999999992 0.087695000000000009 0.088305000000000008 0.09202500000000001 -0.014944999999999998 -0.0066799999999999993 -0.080584999999999976 -0.083439999999999986 0.085345000000000018 0.094465000000000007 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 10 12 -12 13 14 15 -9 -16 18 -13 -20 -21 -22 23 25 -24 26 -23 -27 29 -26
right_child=-2 -3 -4 -5 -6 -7 -8 8 -10 -11 11 17 -14 -15 16 -17 -18 -19 19 20 21 22 24 -25 28 27 -28 -29 -30 -31
leaf_value=-1.7478479685451021e-06 -1.5621040961377732e-06 1.6189231499853262e-06 -1.1682515803794303e-06 1.6881988509946194e-06 1.6551161034309798e-06 -1.6129824482504775e-06 2.2092554336663652e-06 2.0713851881737356e-06 1.376236601894713e-06 -1.691126357443517e-06 -3.9370068345571475e-06 4.2697537797461593e-06 3.4087866036358609e-06 2.4841150804839406e-06 3.4282839144659441e-06 -4.7125472796949459e-06 1.608209932485125e-08 -3.0480098541829649e-06 2.756578041216006e-06 -2.1824890699951573e-06 4.118773106463116e-06 -7.152134444476403e-08 7.4245338683318729e-06 -6.5690336745863731e-06 5.3854575635828697e-07 5.3507923894358102e-06 -6.4058097598262977e-06 7.945216761109892e-07 -7.0114041796483655e-09 -4.9901880751284425e-06
leaf_weight=20 20 26 39 21 24 25 23 21 36 21 24 21 20 31 33 32 1455 20 21 54 22 21 21 35 28 20 20 73 866 28
leaf_count=20 20 26 39 21 24 25 23 21 36 21 24 21 20 31 33 32 1455 20 21 54 22 21 21 35 28 20 20 73 866 28
internal_value=0 1.00688e-08 -3.53456e-09 1.14272e-08 -2.51785e-10 -1.35346e-08 -5.30536e-11 -1.73191e-08 -5.47837e-09 -2.27079e-08 -1.0483e-08 -1.60485e-07 1.09556e-07 6.75814e-08 1.89685e-08 -2.02457e-06 9.17559e-08 -8.79757e-08 -3.98451e-08 -1.14702e-07 -1.65457e-07 -6.94074e-08 -1.52267e-07 -1.151e-06 2.67204e-08 2.64163e-07 -3.16142e-06 1.77436e-06 -1.41776e-07 -2.22582e-06
internal_weight=0 3101 3075 3036 3015 2991 2966 2943 2923 2887 2866 1274 1592 1572 1541 53 1488 1250 1230 1209 1188 1134 1112 169 943 134 41 93 922 56
internal_count=3121 3101 3075 3036 3015 2991 2966 2943 2923 2887 2866 1274 1592 1572 1541 53 1488 1250 1230 1209 1188 1134 1112 169 943 134 41 93 922 56
is_linear=0
shrinkage=0.1


Tree=7215
num_leaves=31
num_cat=0
split_feature=401 401 0 12 1209 2 1209 1209 132 13 132 132 105 34 34 34 33 1212 1210 15 1213 1210 13 43 43 43 2 43 42 132
split_gain=4.48409e-09 6.13684e-09 7.79113e-08 5.85735e-08 6.74796e-09 5.94758e-08 1.22861e-08 6.25549e-09 4.83163e-09 1.6061e-08 8.61493e-09 8.15826e-09 6.49205e-09 6.54089e-09 1.07915e-08 1.62222e-08 1.90307e-08 6.02678e-09 3.89601e-08 1.86192e-08 7.75858e-09 6.73074e-09 8.42161e-09 6.21844e-09 2.06102e-08 2.05249e-08 6.34424e-08 1.75698e-08 1.79953e-08 1.28551e-08
threshold=0.13837000000000002 0.11444000000000001 -0.083804999999999977 0.094835000000000017 -0.084519999999999984 0.080205000000000012 -0.069599999999999981 -0.025744999999999997 0.11297500000000001 -0.011289999999999998 0.14633500000000002 0.10859000000000001 0.079510000000000011 -0.08786999999999999 -0.083689999999999987 -0.057544999999999992 -1.0000000180025095e-35 -0.089079999999999979 -0.12043 0.085465000000000013 -0.092319999999999985 0.0028200000000000005 -0.059629999999999996 -0.095589999999999994 -0.097804999999999989 -0.09225499999999999 0.089320000000000024 -0.090299999999999991 0.083865000000000009 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 -6 -8 11 -10 -11 12 13 -9 -15 -16 -17 19 -19 -18 -21 23 -23 24 -20 26 -25 28 -27 -29
right_child=-2 2 3 -5 6 -7 7 8 9 10 -12 -13 -14 14 15 16 17 18 21 20 -22 22 -24 25 -26 27 -28 29 -30 -31
leaf_value=2.9686280749090313e-06 -1.4563415529015142e-06 -4.0904752265327089e-06 6.9876245013553918e-06 -1.5589717132039976e-07 2.3630822624909345e-06 -3.9239440921377421e-06 -1.7286439093108391e-06 1.7044624932484862e-06 -2.5224986487160098e-06 -7.199093641032194e-07 1.6702906077625813e-06 1.9026093547796812e-06 -1.6995353172949931e-06 -1.907819937279218e-06 2.2697600410293006e-06 -3.0683205022796758e-06 2.9550001841016638e-06 -4.3944093215486648e-06 2.1804601444696803e-07 8.3144326818337843e-07 -1.7313898340597961e-06 2.5359903055151754e-06 -6.1716823023079294e-08 1.7677143529226669e-06 3.5307916090232541e-06 -1.0094425306306221e-07 -6.1019674138238078e-06 -2.8129399693284981e-10 4.0903359885782094e-06 -1.4179517416385519e-06
leaf_weight=21 21 21 22 24 22 31 21 23 32 38 25 23 22 29 32 20 28 20 308 27 21 24 26 20 20 20 21 2072 21 66
leaf_count=21 21 21 22 24 22 31 21 23 32 38 25 23 22 29 32 20 28 20 308 27 21 24 26 20 20 20 21 2072 21 66
internal_value=0 9.85885e-09 9.56511e-07 3.26057e-06 -1.1053e-08 -1.14041e-06 8.64719e-09 -8.8579e-09 3.43464e-09 -6.98097e-07 2.28583e-07 2.68766e-08 1.15781e-08 2.50322e-08 1.11126e-08 3.13781e-08 4.98593e-09 2.78019e-08 2.31797e-09 9.05655e-07 -2.89796e-07 3.6165e-08 1.18518e-06 1.36175e-08 4.20043e-07 -4.64309e-08 -2.2631e-06 -4.72211e-09 2.04581e-06 -4.40447e-08
internal_weight=0 3100 67 46 3033 52 2981 2959 2938 95 63 2843 2820 2798 2775 2746 2714 2694 2618 76 48 2598 50 2548 328 2220 41 2179 41 2138
internal_count=3121 3100 67 46 3033 52 2981 2959 2938 95 63 2843 2820 2798 2775 2746 2714 2694 2618 76 48 2598 50 2548 328 2220 41 2179 41 2138
is_linear=0
shrinkage=0.1


Tree=7216
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1210 1210 1209 1212 1212 1212 3 1210 1209 1209 1212 401 133 402 402 43 132 1203 1204 1185 50 402 401 390 13 132 47
split_gain=4.0158e-09 5.82766e-09 4.93226e-09 4.92784e-09 8.54953e-09 6.32666e-09 4.7339e-09 3.45586e-08 2.58527e-08 1.32868e-08 1.04483e-08 1.16551e-08 1.21187e-08 1.24604e-08 7.88686e-09 3.93206e-08 9.41008e-09 4.35237e-08 6.43188e-09 4.50585e-09 1.29197e-07 1.1937e-07 2.30981e-08 1.50593e-08 4.82678e-09 7.6185e-09 8.09391e-09 4.60031e-09 6.05807e-09 4.55213e-09
threshold=0.12461500000000002 0.10737500000000001 0.15960500000000002 -0.13847499999999999 -0.090569999999999998 0.10742500000000001 -0.092474999999999988 -0.088009999999999991 -0.14780999999999997 -0.078584999999999988 -0.083289999999999989 -0.084519999999999984 -0.067109999999999989 -0.064959999999999976 -0.078179999999999986 0.51314000000000015 -0.45454999999999995 -0.41217999999999994 -0.0011349999999999999 -0.083284999999999984 0.089165000000000008 -0.082199999999999981 -0.014244999999999999 0.093975000000000017 0.11522000000000002 0.09530000000000001 0.088375000000000023 0.056795000000000005 -0.26625499999999996 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 -8 9 18 -9 -12 -13 -14 15 -15 -16 -18 -6 20 23 -21 -23 27 25 26 29 28 -19 -24
right_child=-2 -3 -4 4 5 -7 7 10 -10 -11 11 12 13 14 16 -17 17 19 -20 21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.5753600263224144e-06 -1.4124640983936844e-06 1.4999461182714396e-06 -1.1209298897996726e-06 -1.9636524066093194e-06 -3.4822417531317612e-08 1.7445227859709468e-06 -4.1643330885676737e-06 2.1779246894352996e-06 3.6280731523141231e-06 1.197792216345306e-06 -2.2041331577090281e-06 2.2008376886333283e-06 -2.4977877967558018e-06 4.380791561624906e-06 1.8397365396241286e-06 -9.1243913339490573e-07 -4.6839952199206893e-06 -1.7744664111650426e-06 -2.3792487154423729e-06 -7.5447522032759266e-06 8.0692295955486771e-06 3.3292491047004226e-06 -6.2796882793440801e-08 -3.0069013885736242e-06 1.4094596792801896e-06 -1.4595329787425728e-06 1.8730187192609858e-06 1.32665727960557e-06 1.5913514276552684e-08 3.7316432983461748e-07
leaf_weight=20 20 26 39 22 22 21 20 22 23 40 24 25 20 23 27 36 20 23 25 21 20 21 2061 20 24 36 23 20 106 271
leaf_count=20 20 26 39 22 22 21 20 22 23 40 24 25 20 23 27 36 20 23 25 21 20 21 2061 20 24 36 23 20 106 271
internal_value=0 9.10221e-09 -3.5033e-09 1.0851e-08 4.76267e-10 1.49087e-08 2.69149e-09 -2.20427e-08 6.46455e-07 -1.41789e-07 7.09757e-09 -9.83196e-09 8.99651e-09 -1.07712e-08 7.30308e-09 1.15102e-06 -1.77543e-08 -3.65661e-08 -1.28186e-06 -1.43814e-09 4.69068e-07 -3.76309e-08 2.70857e-08 -4.3036e-07 -1.62881e-09 -1.57928e-08 6.27711e-09 -8.45151e-08 -3.03302e-07 -1.21342e-08
internal_weight=0 3101 3075 3036 3016 2994 2973 2863 110 87 2843 2821 2797 2772 2752 59 2693 2666 47 2646 189 2457 2436 169 2415 2391 2355 149 129 2332
internal_count=3121 3101 3075 3036 3016 2994 2973 2863 110 87 2843 2821 2797 2772 2752 59 2693 2666 47 2646 189 2457 2436 169 2415 2391 2355 149 129 2332
is_linear=0
shrinkage=0.1


Tree=7217
num_leaves=31
num_cat=0
split_feature=132 1203 399 393 1 1177 394 1185 403 390 1209 403 1210 1213 43 52 1208 1209 402 401 2 133 1 403 4 3 3 12 3 484
split_gain=4.57055e-09 2.81276e-08 2.18893e-08 4.81102e-09 1.64338e-08 5.22205e-09 1.40794e-08 8.30393e-09 1.71155e-08 8.10154e-09 4.63655e-09 3.44205e-08 6.41297e-09 4.83935e-08 1.15911e-07 2.5622e-08 9.13072e-09 1.00893e-08 2.02917e-08 9.16547e-09 3.21896e-08 1.22936e-08 1.18034e-08 1.0988e-08 6.80468e-08 6.94209e-09 2.86957e-08 3.96496e-08 1.69106e-08 1.53782e-08
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.088255000000000014 0.088975000000000012 -0.083384999999999973 -0.10499499999999999 0.085905000000000009 -0.081499999999999989 0.088375000000000023 -0.087714999999999987 -0.0047449999999999992 -0.064799999999999983 -0.085284999999999986 -0.0065949999999999993 0.084735000000000019 0.11846000000000001 0.091045000000000001 -0.17973499999999998 -0.078179999999999986 0.096540000000000015 0.51114000000000004 0.094385000000000011 -0.44023999999999991 -0.081114999999999979 -0.092644999999999991 -0.090164999999999981 0.086210000000000023 -0.095524999999999985 0.10282500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 -7 9 -9 10 11 -8 13 -12 15 -15 17 19 -19 20 22 23 -14 24 -21 28 27 -27 29 -25
right_child=2 -3 -4 4 -6 6 7 8 -10 -11 12 -13 16 14 -16 -17 -18 18 -20 21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-7.9273794806549265e-08 1.6299504750350025e-06 -4.016133099185027e-06 2.4173175257888753e-06 4.8840759765934155e-07 -2.9726092990408097e-06 -2.1463859889081505e-06 3.133911736957392e-06 -6.4936050648611864e-07 3.4381849234575515e-06 2.0156599543952326e-06 2.506768130672299e-06 -2.0736977774049593e-06 9.4310315256046351e-07 -1.491892579854091e-06 -8.451843924766374e-06 2.6091519021633759e-06 2.1390196843640298e-06 9.5491802787656922e-07 -3.1267334695085402e-06 -1.53089429981416e-06 4.5479618269439476e-06 -1.9289653039322729e-06 -2.0721573645232637e-06 5.2647697656175978e-08 5.9994198022650385e-06 3.7601498919767354e-07 -4.1199556922004703e-08 -5.6277377346056965e-06 3.0398575786834543e-06 2.7113496957020329e-06
leaf_weight=196 20 20 38 34 23 30 30 20 21 20 33 22 37 39 21 25 20 21 29 30 20 33 20 402 20 22 1808 22 22 23
leaf_count=196 20 20 38 34 23 30 30 20 21 20 33 22 37 39 21 25 20 21 29 30 20 33 20 402 20 22 1808 22 22 23
internal_value=0 -4.43798e-07 3.29967e-08 1.39427e-09 -9.08143e-07 1.9844e-08 8.30198e-09 3.17225e-08 1.44426e-06 1.04227e-08 -4.43638e-09 9.30692e-07 -2.28069e-08 -7.43393e-07 -2.00522e-06 1.10078e-07 1.08148e-08 -6.14978e-09 -1.41244e-06 2.2445e-08 1.09625e-06 -1.22665e-08 -1.14883e-07 1.46603e-08 1.48123e-06 -1.72355e-08 -1.02606e-07 -2.62586e-06 3.3647e-07 1.9653e-07
internal_weight=0 216 2905 2867 57 2810 2790 2760 41 2719 2699 52 2647 118 85 64 2529 2509 50 2459 77 2382 57 2349 50 2299 1852 44 447 425
internal_count=3121 216 2905 2867 57 2810 2790 2760 41 2719 2699 52 2647 118 85 64 2529 2509 50 2459 77 2382 57 2349 50 2299 1852 44 447 425
is_linear=0
shrinkage=0.1


Tree=7218
num_leaves=31
num_cat=0
split_feature=1206 1210 1213 133 2 1212 43 52 1210 12 1210 1212 1213 1213 1210 42 402 133 1210 1209 401 1211 1185 1186 394 1210 1209 1185 403 15
split_gain=5.72512e-09 5.18234e-09 4.14361e-09 1.58381e-08 2.2148e-08 1.37463e-08 8.54094e-08 1.16868e-07 4.22252e-08 1.23504e-08 1.08288e-08 9.52688e-09 2.48356e-08 7.93609e-09 1.37502e-08 3.86288e-08 1.29083e-08 9.88045e-09 9.69518e-09 1.36663e-08 7.88841e-09 1.08036e-08 6.47292e-09 9.1003e-09 1.05044e-08 6.47468e-09 1.85384e-08 7.19616e-09 6.5878e-09 6.22741e-09
threshold=1.0000000180025095e-35 0.24726500000000004 -0.21306999999999995 -0.054584999999999995 0.088930000000000023 -0.089544999999999986 -0.0047449999999999992 0.086275000000000004 -0.3960249999999999 0.095330000000000012 -0.13847499999999999 -0.064959999999999976 -0.065844999999999987 -0.09280999999999999 -0.079504999999999978 0.085465000000000013 -0.092414999999999983 -0.030254999999999994 -0.065674999999999983 -0.025744999999999997 -0.46360499999999999 0.11541000000000001 -0.10973499999999999 -0.085584999999999981 1.0000000180025095e-35 -0.00046999999999999993 0.091045000000000001 0.093750000000000014 -0.52445499999999989 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4 -8 -7 -5 -10 12 -12 17 15 16 -15 -13 -16 -20 -21 22 -22 24 -24 -25 27 28 -27 -30
right_child=-2 -3 5 9 -6 8 7 -9 10 -11 11 13 -14 14 18 -17 -18 -19 19 20 21 -23 23 25 -26 26 -28 -29 29 -31
leaf_value=-1.2209387400138153e-06 -1.6864778353919974e-06 1.4448329338847543e-06 -2.8363351338527836e-06 -5.4523261567851482e-07 2.4486173425304579e-06 -4.1044816171051938e-06 9.3075869362347803e-06 -9.9988148618153496e-07 2.3419048852701961e-06 -3.9099354279414918e-06 -1.1356523992844815e-06 -1.4897720513379846e-07 3.6357143718153873e-06 -1.4546631085804188e-06 1.8822154507452745e-06 -4.9971808851166451e-06 2.0951230675336773e-06 2.883528356635777e-06 -2.3493740716276082e-06 -1.8859838002588898e-06 -1.7983724137593527e-06 1.9023228105652379e-06 2.4332639687947065e-07 1.4643858972264973e-06 3.0301501846268022e-06 1.5549107628329593e-06 -3.0707770338267434e-06 -1.9030695500532603e-06 2.8931474180578242e-07 -1.0017976803043419e-07
leaf_weight=38 20 25 29 24 29 25 22 22 20 20 20 22 24 21 27 21 20 21 25 22 20 30 38 29 21 27 20 20 524 1895
leaf_count=38 20 25 29 24 29 25 22 22 20 20 20 22 24 21 27 21 20 21 25 22 20 30 38 29 21 27 20 20 524 1895
internal_value=0 1.0879e-08 -7.75371e-10 -6.00631e-07 3.67377e-07 2.16813e-08 1.37693e-06 4.15385e-06 -1.25279e-08 -2.07464e-06 2.31536e-08 6.86448e-09 1.46691e-06 -1.60546e-08 -3.70571e-08 -1.50946e-06 2.7694e-07 1.33201e-06 -3.22138e-09 -2.22805e-08 -2.93551e-10 1.55164e-08 -6.30485e-09 7.61953e-09 1.23525e-06 -2.11797e-08 -3.85093e-08 -1.39167e-08 1.53019e-09 -1.58081e-08
internal_weight=0 3101 3076 111 67 2965 73 44 2892 44 2867 2847 44 2803 2760 62 41 43 2698 2671 2646 2624 2594 2574 59 2515 2486 2466 2446 2419
internal_count=3121 3101 3076 111 67 2965 73 44 2892 44 2867 2847 44 2803 2760 62 41 43 2698 2671 2646 2624 2594 2574 59 2515 2486 2466 2446 2419
is_linear=0
shrinkage=0.1


Tree=7219
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 401 403 484 481 50 43 52 52 15 1213 403 1210 402 132 1211 403 3 43 403 43 0 130 1210 43 2 15
split_gain=5.15344e-09 5.32055e-09 4.47537e-09 1.5971e-08 6.87765e-09 6.01178e-09 3.67153e-08 7.8371e-08 3.59501e-08 3.24044e-08 8.23657e-08 3.09317e-08 2.02031e-08 3.52924e-08 1.62123e-08 7.00456e-08 4.74761e-08 4.15757e-08 1.43833e-07 1.24419e-07 1.98488e-08 3.912e-08 4.07899e-08 2.2385e-08 1.51013e-08 1.88793e-08 3.47458e-08 9.34564e-09 8.57678e-09 6.41971e-09
threshold=0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.092099999999999987 0.13699500000000003 -0.084339999999999984 -0.081614999999999979 -0.081614999999999979 0.090630000000000016 0.055925000000000009 0.10611000000000001 0.091820000000000013 0.086355000000000015 0.052820000000000013 -0.0038999999999999994 -0.087109999999999979 0.13597000000000001 -0.083284999999999984 0.11048500000000001 -0.074254999999999988 -0.082334999999999978 -0.013024999999999998 -0.081224999999999992 0.0010100000000000003 -0.080689999999999984 0.08610000000000001 -0.079004999999999978 -0.0082299999999999995 0.084055000000000005 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 9 10 11 12 24 29 15 -7 -16 19 20 -17 21 -19 -23 -22 25 26 -9 28 -28 -14
right_child=-2 -3 -4 4 -6 14 7 8 -10 -11 -12 -13 13 -15 16 17 -18 18 -20 -21 23 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=2.3463900890482335e-06 -1.6000523692127902e-06 1.4348361324104751e-06 -1.1599939689903516e-06 -3.5252596470182533e-06 -1.8598677206682626e-06 -6.3533672340825082e-06 6.2483556773614783e-06 4.1310403997593545e-06 3.4866065070379977e-06 3.8286640403839561e-06 -5.4985488304737373e-06 3.9774823669347375e-06 1.0902665073207692e-06 -5.1003701412355449e-06 -1.8888230834372614e-08 6.2585366718379985e-06 4.6485382540595317e-06 1.7181216400896312e-06 -7.7790688347131772e-06 -3.3318795289005723e-06 3.194812019517355e-06 -6.171943367405675e-06 -5.7143483426595289e-08 -5.9865249722536522e-07 2.3801659622360165e-06 -1.9498454284301547e-06 -8.610651505591705e-07 -1.8540031815064138e-06 1.3010733656423074e-06 -1.146889632826938e-06
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internal_value=0 1.03329e-08 -1.71171e-09 1.08535e-08 -1.1626e-08 7.24473e-10 3.56453e-07 5.87149e-07 2.29435e-07 -7.3785e-08 -3.23143e-07 1.85318e-07 -1.00883e-07 -1.53043e-06 -5.57403e-08 -8.33178e-07 2.49936e-08 -3.10998e-07 -1.09635e-06 2.07363e-06 1.92456e-07 -8.84575e-07 -2.8366e-06 1.50883e-06 4.3242e-07 3.06977e-08 6.26471e-07 -1.7958e-07 3.78561e-07 -1.57378e-07
internal_weight=0 3101 3075 3042 3013 2993 410 387 364 333 313 285 265 72 2583 243 2340 222 167 55 140 77 44 63 193 160 123 100 75 52
internal_count=3121 3101 3075 3042 3013 2993 410 387 364 333 313 285 265 72 2583 243 2340 222 167 55 140 77 44 63 193 160 123 100 75 52
is_linear=0
shrinkage=0.1


Tree=7220
num_leaves=31
num_cat=0
split_feature=1206 133 16 133 42 4 402 1208 43 403 132 399 1203 1203 1203 132 130 1 43 43 1 15 43 402 133 2 52 3 52 3
split_gain=4.66237e-09 5.63239e-09 2.16435e-08 1.39744e-08 1.36836e-08 1.79474e-08 9.36308e-09 4.65743e-08 1.26766e-08 8.81477e-09 4.56673e-09 2.25695e-08 2.11749e-08 8.55346e-09 6.13013e-09 4.95845e-09 1.33842e-08 1.24288e-08 4.61023e-09 3.33851e-08 2.01302e-08 5.01502e-08 1.06475e-08 4.44973e-08 3.36243e-08 1.57748e-08 9.11577e-09 1.17784e-08 1.63669e-08 1.43463e-08
threshold=1.0000000180025095e-35 0.50628500000000021 -0.052894999999999991 0.41553500000000004 0.11839500000000001 -0.076229999999999978 -0.12951499999999996 0.10737500000000001 -0.040344999999999992 -0.43370499999999995 -0.083449999999999983 0.091580000000000009 0.089480000000000018 0.088820000000000024 0.084795000000000023 -0.41127499999999995 0.10923000000000001 0.086455000000000018 0.062770000000000006 0.05259500000000001 0.090275000000000008 -0.03241999999999999 0.0034250000000000005 -0.097504999999999994 -0.030254999999999994 0.088930000000000023 0.10473500000000001 -0.080484999999999987 0.088785000000000017 -0.013929999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 5 9 8 10 -1 -3 12 13 15 14 18 16 -8 -17 19 22 26 -22 23 -12 25 -24 27 28 -20 -29
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 11 -13 -14 -15 -16 17 -18 -19 20 -21 21 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=-3.2956384040971896e-06 -1.5219121701193218e-06 -1.0217135977221741e-06 3.2994619723467622e-06 -2.281212017704901e-06 1.8995464771456646e-06 -3.131303640202532e-06 2.1725678201229522e-06 4.8340935086343969e-06 2.6477707820049546e-07 1.9116964290333273e-06 4.7421129681879392e-06 2.6665134779335632e-06 -3.5534701009964922e-06 -1.536104309707298e-06 1.7598947675878663e-06 3.0750857407921021e-08 -1.1234631157011875e-06 -2.3636473037590299e-06 4.6508206878570492e-07 3.9211002413966612e-06 -1.6002604373473637e-07 -6.0683635820169005e-06 -1.1554042411971215e-06 4.4396515551786752e-09 -4.5602816065920275e-06 2.3839561322347438e-06 -1.3012111672594528e-06 -1.8186949346548347e-06 3.9031845170711675e-06 1.2894894357234282e-06
leaf_weight=20 20 21 25 27 26 22 28 20 20 20 20 32 20 36 20 110 22 27 45 22 51 20 34 2260 21 20 32 33 20 27
leaf_count=20 20 21 25 27 26 22 28 20 20 20 20 32 20 36 20 110 22 27 45 22 51 20 34 2260 21 20 32 33 20 27
internal_value=0 9.82483e-09 6.99684e-07 -1.65039e-08 -3.05902e-08 -8.27155e-07 4.15388e-09 2.49701e-08 -1.51543e-06 4.09218e-07 -8.19626e-09 2.6595e-08 -4.60819e-07 -5.15145e-09 1.58445e-08 -1.30054e-07 7.22314e-07 -4.41138e-07 2.45445e-09 4.36557e-08 -4.27086e-07 -1.82435e-06 7.43326e-09 4.59982e-08 -1.16494e-06 1.5547e-07 2.04796e-07 5.90333e-07 1.52296e-06 -4.20012e-07
internal_weight=0 3101 114 2987 89 63 2960 2920 40 41 2900 2693 207 2661 2625 187 50 137 2605 2377 228 71 2355 2280 75 54 157 125 65 60
internal_count=3121 3101 114 2987 89 63 2960 2920 40 41 2900 2693 207 2661 2625 187 50 137 2605 2377 228 71 2355 2280 75 54 157 125 65 60
is_linear=0
shrinkage=0.1


Tree=7221
num_leaves=31
num_cat=0
split_feature=1208 50 132 1211 50 50 50 4 393 15 15 2 1 402 133 133 13 1208 3 130 481 13 1 481 0 151 0 52 2 0
split_gain=4.45518e-09 4.84943e-09 6.94444e-08 8.18645e-08 4.39706e-08 4.27622e-08 1.36839e-08 9.00087e-08 1.33642e-08 1.25105e-08 2.37672e-08 2.23393e-08 3.1859e-08 1.15937e-08 2.03419e-08 4.55704e-08 3.01652e-08 1.84614e-08 1.49239e-08 9.18568e-09 8.97796e-09 3.20438e-08 6.58071e-08 1.09906e-08 8.89085e-09 2.35278e-08 1.60262e-08 1.74715e-08 2.28822e-08 1.0217e-08
threshold=0.12461500000000002 0.090630000000000016 -0.083284999999999984 0.11048500000000001 0.09227500000000001 0.089915000000000009 0.083090000000000011 -0.083439999999999986 0.11170000000000001 -0.089024999999999979 -0.091184999999999988 0.087470000000000006 0.099660000000000012 -0.45454999999999995 0.41553500000000004 0.40945500000000007 -0.020934999999999999 0.094315000000000024 -0.079979999999999982 -0.23123999999999997 -0.086484999999999992 -0.085744999999999988 0.077565000000000009 -0.08347499999999998 -0.085754999999999984 -0.084304999999999977 -0.087634999999999977 -0.016329999999999997 0.085730000000000015 -0.080604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 8 -8 13 10 11 -6 -13 18 15 17 -16 19 -1 -15 21 -21 -23 -22 26 -26 27 -11 -29 -27
right_child=-2 2 3 -5 9 -7 7 -9 -10 24 -12 12 -14 14 16 -17 -18 -19 -20 20 23 22 -24 -25 25 29 -28 28 -30 -31
leaf_value=-2.8718268565527348e-07 -1.4877083680175929e-06 4.9596326100716703e-06 4.5869212499383138e-06 -5.2462987704464995e-06 1.9722621800610797e-06 -4.5393271951373519e-06 -2.6179622833047513e-06 4.6430008641538593e-06 -2.2594333405255316e-06 -2.1166031370967176e-06 -3.7362761614448659e-06 -3.7295004813943578e-06 7.6804661925204219e-07 2.1038735832235035e-06 -5.0406273760472685e-06 4.6230991280199739e-06 3.8588168048850748e-07 -3.0811742189484907e-06 3.2774972604935705e-06 -2.1962910083898762e-06 -1.9855861182804801e-06 5.9540281033430526e-06 -1.0325966822425211e-06 -5.8728274091841343e-08 -3.1197114454005804e-06 1.8490288121087456e-06 3.1836396644770318e-06 -8.4474415521421751e-07 3.2084366576630904e-06 5.2127581762545893e-09
leaf_weight=23 20 30 23 28 34 21 31 38 27 20 22 28 36 20 20 21 21 20 24 22 30 26 28 2232 21 39 29 26 30 131
leaf_count=23 20 30 23 28 34 21 31 38 27 20 22 28 36 20 20 21 21 20 24 22 30 26 28 2232 21 39 29 26 30 131
internal_value=0 9.60804e-09 2.95852e-07 -3.74814e-09 3.30629e-07 -4.50246e-08 -8.48556e-09 1.38083e-06 -4.66171e-08 9.53048e-08 -7.65979e-07 -9.91778e-08 -1.19963e-06 -2.25938e-08 -5.25596e-08 -1.4813e-08 -2.2612e-06 -5.57702e-08 1.53308e-06 -3.01094e-08 -4.83642e-08 1.02071e-06 2.33133e-06 -8.42834e-08 4.44474e-07 3.81207e-08 1.18365e-06 4.20496e-07 1.3266e-06 4.28206e-07
internal_weight=0 3101 497 467 439 2604 2583 69 2514 416 120 98 64 2487 2440 2399 41 2378 47 2358 2338 76 54 2262 296 191 105 76 56 170
internal_count=3121 3101 497 467 439 2604 2583 69 2514 416 120 98 64 2487 2440 2399 41 2378 47 2358 2338 76 54 2262 296 191 105 76 56 170
is_linear=0
shrinkage=0.1


Tree=7222
num_leaves=31
num_cat=0
split_feature=130 12 1211 1213 1200 1203 132 1203 1212 401 401 3 1209 1209 1209 1212 1210 402 401 15 133 1210 13 42 0 43 42 43 42 42
split_gain=5.55169e-09 9.82859e-09 5.28824e-09 1.58613e-08 5.77913e-09 1.41242e-08 1.56326e-07 5.46757e-09 5.44488e-09 4.7524e-09 7.20278e-09 1.32917e-08 8.11089e-09 6.23415e-09 7.35647e-09 6.53723e-09 6.40486e-08 5.43875e-08 7.71014e-09 3.89014e-08 1.16213e-08 1.75475e-08 1.5245e-08 7.18326e-09 3.77124e-08 1.7898e-08 1.03171e-08 1.81293e-08 1.13704e-08 2.81533e-08
threshold=-0.23647499999999996 0.23631000000000002 0.11301500000000002 0.0036000000000000003 0.088675000000000018 0.088820000000000024 -0.083284999999999984 0.087520000000000014 0.12267000000000002 0.13837000000000002 0.11769000000000002 -0.075359999999999996 -0.093169999999999989 -0.087199999999999986 -0.065739999999999979 -0.089544999999999986 -0.21410999999999997 0.120965 -0.06959499999999999 0.095175000000000023 0.51114000000000004 0.0028200000000000005 -0.050064999999999991 0.11839500000000001 -0.067094999999999988 -0.052894999999999991 0.10705500000000003 -0.065269999999999981 0.099760000000000015 0.097640000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 9 -5 10 12 -12 -2 -14 -15 17 -17 -16 19 -18 21 23 -23 26 -25 -26 28 -28 29 -20
right_child=1 -3 3 8 -6 6 -8 -9 -10 -11 11 -13 13 14 15 16 18 -19 20 -21 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-1.6607259657064332e-06 -2.0395481817558904e-06 2.1168688166736419e-06 2.8686596906482011e-06 -1.5068673428686452e-06 1.2922083140086795e-06 4.0425448408617136e-06 -7.256394428623026e-06 1.5974860500158511e-06 7.729112305489914e-07 -1.5580818671878661e-06 2.376613581521848e-06 -8.9044140281657748e-07 1.7406475410552959e-06 -1.4931495289762525e-06 -7.3220605888276885e-07 -5.2936327283928028e-06 -1.1439394695246716e-06 5.2352782924052537e-06 -3.8954049336539337e-08 4.6304947909447949e-06 -1.8816134467091286e-06 4.0373729802922758e-06 1.3289384583003995e-07 -4.0328509087955284e-06 -1.3519134489214935e-06 2.7814255004572757e-06 -6.3647022894374141e-07 2.7028857071068286e-06 -1.3910598156977965e-06 2.8596829892535427e-06
leaf_weight=20 20 22 25 20 33 24 25 21 22 20 33 20 20 34 56 23 28 21 2313 20 33 20 20 26 20 22 29 37 60 34
leaf_count=20 20 22 25 20 33 24 25 21 22 20 33 20 20 34 56 23 28 21 2313 20 33 20 20 26 20 22 29 37 60 34
internal_value=0 1.07245e-08 -4.32425e-09 8.74376e-07 -2.38704e-08 -3.84493e-08 -1.72222e-06 -1.02907e-08 -3.12698e-07 -2.18972e-08 -1.12625e-08 1.14376e-06 -3.28479e-08 -1.85958e-08 -3.11798e-08 -1.3183e-08 -3.92361e-08 8.9529e-07 6.16255e-09 1.26207e-06 -1.68993e-08 6.94241e-09 2.08513e-06 -2.57721e-08 -1.03972e-06 8.13169e-07 2.10839e-09 1.23559e-06 -3.17138e-08 3.03728e-09
internal_weight=0 3101 3079 67 3012 2979 49 2930 42 2909 2889 53 2836 2816 2796 2762 2685 77 2662 48 2614 2581 40 2541 68 42 2473 66 2407 2347
internal_count=3121 3101 3079 67 3012 2979 49 2930 42 2909 2889 53 2836 2816 2796 2762 2685 77 2662 48 2614 2581 40 2541 68 42 2473 66 2407 2347
is_linear=0
shrinkage=0.1


Tree=7223
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 130 10 0 0 52 11 1 1 1 376 3 3 48 159 47 47 0 50 48 2 3 16 16 48 52 1
split_gain=5.21781e-09 2.15674e-08 1.60776e-08 4.78643e-09 8.17716e-09 5.07686e-09 6.67813e-08 7.79356e-08 1.2608e-08 6.12921e-09 5.39301e-09 2.03492e-08 1.13604e-08 1.22955e-08 1.22134e-08 4.86299e-08 2.01637e-08 4.04047e-08 3.32276e-08 4.54314e-08 3.71373e-08 2.3095e-08 2.70909e-08 2.86642e-08 2.3712e-08 2.14686e-08 3.03338e-08 4.38047e-08 3.28654e-08 1.60037e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.084804999999999978 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13686500000000004 0.13968000000000003 0.13471500000000003 0.085245000000000015 -0.042499999999999989 -0.053259999999999995 0.086260000000000017 0.10545500000000001 0.092165000000000011 0.07813500000000001 0.047850000000000011 0.091320000000000012 -0.072824999999999987 0.11237500000000002 0.10893000000000001 -0.095964999999999981 -0.087659999999999988 0.10061000000000002 -0.082554999999999976 0.10871500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 -6 -8 -9 -7 12 -12 13 14 15 -11 17 18 19 20 21 22 24 -24 -16 -18 -27 28 -28 -25
right_child=1 3 -4 -5 5 9 7 8 -10 10 11 -13 -14 -15 16 -17 25 -19 -20 -21 -22 -23 23 29 -26 26 27 -29 -30 -31
leaf_value=-1.5059444984753777e-07 3.2288551838497547e-06 1.7560760267298502e-06 -2.7542772268471136e-06 -1.4243422220300526e-06 -5.4396060537852548e-06 1.7357559954689351e-06 5.3172093603279794e-06 -2.9234210411519409e-07 -3.3942568313705126e-06 1.4386970540422077e-10 -2.9859332382134846e-06 2.0383332412166057e-07 2.1279707303060255e-06 -1.4123646968461549e-06 -2.9993977250342143e-06 -4.9554440192878249e-06 -2.130183757075503e-06 -2.0353296792727167e-06 -2.3302629601444511e-06 6.1762803917580252e-06 4.233701440318475e-06 -2.2716941895272282e-06 9.2242344550186329e-07 6.1399460446409651e-06 1.4496873478967009e-06 3.6205796277499761e-06 -2.8203010087117734e-07 2.2787756722372695e-06 -4.9012338479315078e-06 2.1394822704223771e-06
leaf_weight=195 21 27 27 23 23 21 25 38 20 2002 28 70 26 58 25 20 49 39 22 21 37 22 90 20 23 23 43 39 24 20
leaf_count=195 21 27 27 23 23 21 25 38 20 2002 28 70 26 58 25 20 49 39 22 21 37 22 90 20 23 23 43 39 24 20
internal_value=0 3.57674e-08 -4.67259e-07 1.24683e-08 2.40433e-08 7.50693e-09 -6.71461e-07 6.49832e-07 -1.36197e-06 3.39473e-08 2.07159e-08 -7.07529e-07 4.81335e-08 2.71495e-08 6.02943e-08 -4.88728e-08 5.04431e-07 9.80227e-07 1.40025e-06 1.71836e-06 1.32335e-06 7.84936e-07 1.16272e-06 1.91236e-06 -8.67544e-07 -3.4826e-07 3.28594e-07 -3.85704e-07 -1.93667e-06 4.13971e-06
internal_weight=0 2899 222 2878 2855 2828 106 83 58 2722 2701 98 2603 2577 2519 2022 497 319 280 258 237 200 178 130 48 178 129 106 67 40
internal_count=3121 2899 222 2878 2855 2828 106 83 58 2722 2701 98 2603 2577 2519 2022 497 319 280 258 237 200 178 130 48 178 129 106 67 40
is_linear=0
shrinkage=0.1


Tree=7224
num_leaves=31
num_cat=0
split_feature=130 10 48 40 10 10 4 97 34 0 9 2 10 50 132 42 52 1211 49 43 1 472 157 12 42 51 42 1 16 52
split_gain=5.50903e-09 1.03703e-08 1.58292e-08 1.17119e-08 7.87334e-09 7.74207e-09 1.20344e-07 5.42537e-09 2.76052e-08 1.16362e-08 1.13913e-08 2.42599e-08 2.36402e-08 4.81537e-09 9.91474e-08 7.52702e-08 1.25301e-07 5.70853e-08 1.15518e-08 2.76493e-08 1.72578e-08 1.61935e-08 1.12806e-08 1.61386e-08 2.11797e-08 1.94616e-08 1.61121e-08 2.07975e-08 1.49906e-08 1.00485e-08
threshold=-0.23647499999999996 -0.38124499999999995 0.086665000000000006 -0.24134999999999998 -0.11058499999999999 -0.011559999999999999 0.053180000000000012 -0.079444999999999988 -0.057544999999999992 -0.0058249999999999994 0.088235000000000022 -1.0000000180025095e-35 0.10223 0.096900000000000014 -0.083284999999999984 -0.021469999999999996 0.31359500000000001 0.09030500000000001 0.08610000000000001 -0.078139999999999973 0.10205500000000002 -0.078554999999999986 -0.086079999999999976 0.083985000000000018 0.084535000000000013 0.11444000000000001 0.089015000000000025 0.087865000000000013 -0.071359999999999993 0.55608500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 9 -9 -7 11 -10 -12 29 -15 16 -16 18 21 -20 -21 -17 -23 25 -25 -24 -26 -28 -29 -13
right_child=1 3 -4 4 5 7 -8 8 10 -11 12 13 -14 14 15 17 -18 -19 19 20 -22 22 23 24 26 -27 27 28 -30 -31
leaf_value=-1.6543585500983229e-06 3.6039065128079532e-06 -2.3639838651607058e-06 -3.2703082979423926e-07 1.8906630233769565e-06 -5.8737717653164409e-06 -2.8499656355052143e-06 4.1754890865129052e-06 3.4789703793490922e-06 2.8541669854575961e-06 5.6122040618333809e-07 -4.0217164431461627e-06 -3.529678034507819e-08 6.1892390516257603e-07 6.8429228711217794e-06 -9.5478467165949483e-06 -2.9854879903723488e-06 9.3011480294080692e-07 5.2700097344511411e-06 4.1505271404027804e-06 -1.5341009626271527e-06 1.8412697012796083e-06 1.4563736948773675e-06 -4.2229099468234686e-06 3.0858936205342094e-06 -2.13562165194097e-06 1.3578737281250142e-07 3.11241827600519e-06 -2.6379494686677521e-06 1.0973282764387643e-06 -1.9406800821083642e-06
leaf_weight=20 20 21 21 22 26 20 22 23 30 20 21 2407 23 22 21 20 25 23 22 33 28 42 21 21 35 20 21 21 22 28
leaf_count=20 20 21 21 22 26 20 22 23 30 20 21 2407 23 22 21 20 25 23 22 33 28 42 21 21 35 20 21 21 22 28
internal_value=0 1.0658e-08 1.5905e-06 -1.05098e-08 5.75308e-09 -7.99171e-09 -1.26786e-06 1.23767e-08 2.81739e-08 -1.14437e-06 8.61977e-10 2.54108e-08 -1.59593e-06 -4.55484e-09 3.18386e-07 -6.43873e-08 -3.8533e-06 4.6537e-07 1.04237e-07 1.11135e-06 1.52495e-08 -2.70607e-07 -3.13099e-09 -3.83871e-07 2.01351e-07 -2.09672e-06 -4.10522e-07 5.32892e-07 -7.26877e-07 -5.72067e-08
internal_weight=0 3101 41 3060 3039 3017 48 2969 2929 40 2906 2862 44 2832 397 375 46 329 306 83 61 223 203 161 120 41 99 64 43 2435
internal_count=3121 3101 41 3060 3039 3017 48 2969 2929 40 2906 2862 44 2832 397 375 46 329 306 83 61 223 203 161 120 41 99 64 43 2435
is_linear=0
shrinkage=0.1


Tree=7225
num_leaves=31
num_cat=0
split_feature=132 132 1203 51 130 40 1373 457 49 448 447 2 2 0 1420 155 1455 1 131 16 157 160 402 160 13 13 1 41 41 2
split_gain=5.46695e-09 1.71664e-08 1.24691e-08 5.3593e-09 4.54339e-09 1.05078e-08 4.44413e-09 1.33961e-08 3.88313e-08 2.22588e-08 1.1645e-08 5.87062e-09 4.54905e-08 3.08157e-08 2.15895e-08 1.53319e-08 1.27744e-08 2.95415e-08 1.04019e-08 1.1259e-08 1.17998e-08 1.61972e-08 1.30972e-08 1.08771e-08 1.28086e-08 1.32317e-08 1.01744e-08 8.7151e-09 1.32504e-08 1.01519e-08
threshold=-0.083174999999999985 -0.050879999999999988 0.088820000000000024 0.096070000000000016 -0.23647499999999996 -0.23202499999999995 -1.0000000180025095e-35 0.11612500000000002 -0.049784999999999989 0.030280000000000001 0.094005000000000019 0.11682500000000001 0.11510000000000002 -0.20211999999999997 0.056520000000000008 0.14547000000000002 0.10861000000000001 0.085475000000000009 0.10156500000000002 -0.50690499999999983 0.058195000000000004 0.041220000000000007 0.020685000000000005 -0.085764999999999994 -0.067149999999999987 -0.080344999999999986 0.13265500000000002 0.088520000000000015 0.082735000000000017 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -6 -7 9 -9 10 11 12 14 -13 15 16 27 -18 19 -15 21 22 23 -21 25 -25 -26 28 29 -8
right_child=1 4 -4 -5 5 6 7 8 -10 -11 -12 13 -14 18 -16 -17 17 -19 -20 20 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-1.5351360744538942e-08 2.5463513650349883e-06 -1.4889226548575608e-06 -2.4509778281104187e-06 -1.743834434364544e-06 1.8852247285394699e-06 -1.2975816127016936e-06 6.1129277193372014e-08 -1.4618007509982687e-06 4.3711766811611601e-06 -2.9244985967671676e-06 2.4194716411329865e-06 -4.1975242038461155e-06 3.9231254042230526e-06 1.2842635002423203e-06 -3.267308225076704e-06 2.7221271585360577e-06 -4.3610790071181241e-06 1.0090356443015481e-06 1.7262272437948116e-06 -1.7086709513514996e-06 1.7751375685293171e-06 -2.8860905925490268e-06 -2.805192651424347e-06 1.3669134303057161e-07 4.0223409154861116e-07 -2.7973947453574513e-06 2.977102462255386e-06 -1.5259875252533154e-06 2.5643927810527942e-06 -2.20221095105444e-06
leaf_weight=174 27 20 28 20 30 26 2171 21 25 26 20 20 30 38 20 21 21 20 27 37 20 31 21 51 57 22 21 35 21 20
leaf_count=174 27 20 28 20 30 26 2171 21 25 26 20 20 30 38 20 21 21 20 27 37 20 31 21 51 57 22 21 35 21 20
internal_value=0 3.66285e-08 -4.78267e-07 -1.93545e-07 1.30343e-08 2.3567e-08 3.77612e-09 1.58774e-08 1.7083e-06 -1.24321e-08 1.5363e-08 -2.41891e-09 5.39298e-08 -3.87714e-07 4.09046e-09 3.24265e-08 7.73959e-09 -1.74151e-06 -1.53264e-07 -3.23553e-07 -5.58542e-07 -7.53015e-07 -4.36626e-07 -1.72052e-07 2.04471e-07 -7.47554e-07 1.09547e-06 3.96574e-08 6.44302e-08 4.04689e-08
internal_weight=0 2899 222 194 2872 2852 2822 2796 46 2750 2724 2704 2359 345 2329 2309 2288 41 325 298 260 240 209 188 151 73 78 2247 2212 2191
internal_count=3121 2899 222 194 2872 2852 2822 2796 46 2750 2724 2704 2359 345 2329 2309 2288 41 325 298 260 240 209 188 151 73 78 2247 2212 2191
is_linear=0
shrinkage=0.1


Tree=7226
num_leaves=31
num_cat=0
split_feature=132 1203 399 50 393 1 0 43 130 12 130 12 394 390 1186 1185 41 41 3 33 9 15 3 156 472 1429 474 156 156 2
split_gain=4.42889e-09 1.60413e-08 1.50105e-08 7.22151e-09 4.79513e-09 1.22671e-08 5.4923e-09 6.12605e-09 1.77293e-08 1.04737e-08 8.84751e-09 8.73036e-09 6.50723e-09 1.1802e-08 6.61234e-09 1.54381e-08 4.74484e-09 1.54079e-08 9.03194e-09 8.96847e-09 7.31327e-09 7.09082e-09 6.36619e-09 1.74137e-08 1.25613e-08 5.93141e-09 5.7135e-09 5.65652e-09 1.80311e-08 1.1978e-08
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.087730000000000016 0.088255000000000014 0.088975000000000012 0.22582000000000002 -0.50775499999999985 -0.22699999999999995 0.092255000000000018 -0.082549999999999985 0.085700000000000012 -0.12099999999999998 0.088485000000000008 0.057025000000000006 0.08777500000000002 0.088520000000000015 0.082735000000000017 -0.083784999999999984 -0.009184999999999997 0.088235000000000022 -0.18895499999999996 -0.24462999999999999 0.3248100000000001 -0.095174999999999996 0.12387000000000002 -0.25711499999999993 0.09747500000000002 0.092385000000000009 0.085855000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 -6 7 9 -9 -2 11 -10 -12 14 15 16 17 19 -18 -14 22 -22 -21 24 -24 26 -26 28 -28 -29
right_child=2 -3 -4 -5 5 -7 -8 8 10 -11 12 -13 13 -15 -16 -17 18 -19 -20 20 21 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=8.1036613901555967e-08 3.862754153617841e-08 -3.1346465129900026e-06 2.006930931710677e-06 -1.6801962525884545e-06 3.0486375287770957e-07 -2.6853708228056511e-06 -1.5864290227390094e-06 -2.9506085860475649e-06 7.1488779256123101e-08 2.9073083453567963e-06 1.6211257411669067e-06 2.9908195028838239e-06 -2.0502405537367204e-06 -2.1198790232819405e-06 -1.7051774658615283e-06 2.4603409726226416e-06 1.5050530075841968e-07 2.6656775110661164e-06 -2.5354675147225083e-06 1.7774370405732044e-06 2.3560650341660849e-07 2.6831606123778333e-06 2.3889919558231751e-06 -2.9525451483891633e-06 1.5721123022756174e-06 -1.645915368313085e-06 -1.8540537788192677e-08 2.338850017915848e-06 -2.572628901173094e-06 1.1112197875338616e-07
leaf_weight=169 35 20 38 27 34 23 21 20 21 20 25 20 21 26 22 26 31 22 21 20 29 20 22 20 23 22 2155 31 28 109
leaf_count=169 35 20 38 27 34 23 21 20 21 20 25 20 21 26 22 26 31 22 21 20 29 20 22 20 23 22 2155 31 28 109
internal_value=0 -4.36866e-07 3.24815e-08 -1.61582e-07 6.31164e-09 -9.01722e-07 2.47308e-08 3.68622e-08 1.58414e-08 1.08178e-06 3.77018e-08 1.49555e-06 1.53405e-08 1.80095e-10 2.12028e-08 3.58106e-08 1.13204e-08 3.0816e-08 -9.34214e-07 7.62921e-09 2.50618e-08 1.23461e-06 6.71722e-10 -1.40732e-08 1.05165e-08 -1.15808e-08 3.74542e-09 -1.1783e-08 -5.13003e-08 6.04405e-07
internal_weight=0 216 2905 196 2867 57 2810 2789 2734 55 2714 41 2673 2648 2622 2600 2574 2522 52 2500 2479 49 2430 2410 2390 2368 2346 2323 2183 140
internal_count=3121 216 2905 196 2867 57 2810 2789 2734 55 2714 41 2673 2648 2622 2600 2574 2522 52 2500 2479 49 2430 2410 2390 2368 2346 2323 2183 140
is_linear=0
shrinkage=0.1


Tree=7227
num_leaves=31
num_cat=0
split_feature=156 1426 12 130 10 0 0 51 11 97 9 15 1204 1186 1186 132 393 393 50 394 390 3 1185 1212 4 1 1 4 4 1
split_gain=4.99803e-09 7.76993e-09 4.5288e-09 9.69254e-09 4.25521e-09 5.42415e-08 6.03416e-08 1.21671e-08 5.88436e-09 4.94716e-09 1.14699e-08 4.76652e-09 5.22672e-09 6.90379e-09 2.25282e-08 1.12002e-08 1.54261e-07 1.27629e-07 1.05905e-08 7.33181e-09 1.43789e-08 6.36887e-09 5.45335e-09 1.82841e-08 7.07027e-09 1.53609e-08 2.06929e-08 1.46151e-08 1.07656e-08 2.03059e-08
threshold=0.32523500000000005 -0.085619999999999988 0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.084804999999999978 0.080335000000000018 -1.0000000180025095e-35 -0.084639999999999979 -1.0000000180025095e-35 -0.56020999999999987 0.053645000000000005 0.057025000000000006 0.084720000000000004 -0.083284999999999984 0.10389500000000002 0.11333500000000001 0.09227500000000001 -0.11103499999999998 0.086130000000000012 -0.085384999999999975 0.085600000000000009 0.087210000000000024 0.41257000000000005 0.10781 0.11249000000000002 0.36766000000000004 0.51303500000000013 0.13686500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -8 -6 -10 -11 -12 13 15 -15 16 18 19 -13 -17 22 -16 24 -24 27 -26 -27 -21 29 -28
right_child=-2 2 -4 4 8 6 7 -9 9 10 11 12 -14 14 21 17 -18 -19 -20 20 -22 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=-1.8027434047477681e-06 1.53752159912117e-06 1.9003783180509077e-06 -1.3944103023316964e-06 -4.8091539389597909e-06 1.6878719791401681e-06 4.6954936806287154e-06 -2.6299818171474759e-06 2.6675608970780841e-07 -1.4218935371938338e-06 1.845631578924119e-06 -1.3767495124739072e-06 1.121239866582376e-07 1.3948177638667404e-06 -3.1009849927462104e-06 -9.0582834848016963e-07 1.8950629834892297e-06 9.0681157394101317e-06 -7.9858781396069394e-06 -2.0919099475017552e-06 5.6651086992246287e-09 -2.6518183494772532e-06 1.1869030710399923e-06 -6.6540286481470575e-07 3.3018473272607351e-06 2.8846939970278003e-06 -2.5022537383649808e-06 2.8257466379323486e-06 -2.0538920840148684e-06 -5.0510702042230129e-07 -6.4313464928613106e-07
leaf_weight=24 21 27 23 24 21 25 29 29 24 34 25 135 27 30 26 21 20 20 26 2213 20 33 26 21 26 23 45 35 41 27
leaf_count=24 21 27 23 24 21 25 29 29 24 34 25 135 27 30 26 21 20 20 26 2213 20 33 26 21 26 23 45 35 41 27
internal_value=0 -1.04252e-08 3.55911e-09 1.40908e-08 -2.7399e-09 -6.22111e-07 5.886e-07 -1.18161e-06 1.9964e-08 7.87772e-09 1.98174e-08 -2.04098e-09 1.01678e-08 -3.24165e-09 -8.69812e-07 2.53337e-08 7.85135e-07 -2.92827e-08 -2.43807e-07 3.4421e-08 1.86465e-08 2.64682e-07 4.03841e-08 1.1072e-06 1.9579e-08 6.57622e-07 2.31858e-07 -2.6401e-08 7.88359e-07 1.52492e-06
internal_weight=0 3100 3076 3053 3026 107 83 58 2919 2898 2874 2840 2815 2788 89 2699 181 2518 161 2498 2477 59 2457 47 2410 162 136 2248 113 72
internal_count=3121 3100 3076 3053 3026 107 83 58 2919 2898 2874 2840 2815 2788 89 2699 181 2518 161 2498 2477 59 2457 47 2410 162 136 2248 113 72
is_linear=0
shrinkage=0.1


Tree=7228
num_leaves=31
num_cat=0
split_feature=132 393 1203 50 1208 1208 47 50 45 11 34 13 34 133 9 10 2 4 52 2 43 43 43 13 1428 52 157 52 0 0
split_gain=4.72551e-09 1.96804e-08 1.28086e-08 5.0981e-09 4.51377e-09 6.14153e-09 4.14073e-09 4.93122e-09 8.49831e-09 2.16962e-08 8.24516e-09 1.70727e-08 7.17293e-09 2.79785e-08 1.70892e-08 2.7706e-08 1.56271e-08 5.85581e-08 7.1542e-09 1.97929e-08 5.49776e-09 2.22212e-08 1.68994e-08 1.3679e-08 2.77523e-08 3.46703e-08 6.45061e-08 5.09176e-08 1.51332e-08 2.3474e-08
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 0.087730000000000016 0.11531000000000001 0.10233500000000001 0.14397500000000002 0.13159000000000001 0.094030000000000016 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.086990000000000012 0.091600000000000015 0.09820000000000001 -1.0000000180025095e-35 0.053180000000000012 0.15116000000000002 0.10402500000000002 -0.077824999999999991 -0.077044999999999988 -0.078139999999999973 0.10002500000000002 -0.020064999999999996 -0.56022499999999986 -0.00078499999999999989 -0.54663499999999987 0.10455500000000001 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 6 7 8 9 -2 11 -11 13 -12 16 -16 17 -14 -9 -20 22 -22 -18 24 -23 26 -26 -27 29 -29
right_child=1 -3 -4 -5 -6 -7 -8 18 -10 10 12 -13 14 -15 15 -17 20 -19 19 -21 21 23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-1.4213901556088103e-09 3.0669723214956599e-06 3.013132909886322e-06 -2.8619222030101812e-06 -1.4812351461538734e-06 -1.2760860516681096e-06 1.4005584473508748e-06 -1.3915988607290534e-06 2.0359872236448263e-06 -2.0107140504218741e-06 7.6507324758329731e-07 3.9641976183615735e-06 -2.9877300120359805e-06 -1.2142756936049814e-06 -8.6440637657249557e-07 -4.5912716597654037e-06 4.8681777917119526e-07 1.0691523640404624e-07 5.9248587297133783e-06 1.5719690678358744e-06 -1.9900153382388035e-06 -2.9284371363149021e-06 -3.441270971961785e-06 3.0437843872732628e-06 1.6319863409029899e-06 6.6983635341395201e-06 -5.056364643353716e-06 -8.9075515461445323e-07 -1.0179865454304549e-07 -2.1159204026035796e-06 2.775709875463847e-06
leaf_weight=169 23 22 20 27 27 32 21 29 21 22 21 27 27 28 21 22 963 20 39 26 28 25 20 45 21 21 24 1265 36 29
leaf_count=169 23 22 20 27 27 32 21 29 21 22 21 27 27 28 21 22 963 20 39 26 28 25 20 45 21 21 24 1265 36 29
internal_value=0 3.35506e-08 -4.51259e-07 -2.05273e-07 1.08136e-08 2.29796e-08 7.36967e-09 1.78507e-08 -6.85659e-09 8.79855e-09 -1.75947e-08 -1.3028e-06 6.4783e-09 1.205e-06 -1.63995e-08 -1.99318e-06 1.72778e-08 1.82365e-06 7.29894e-07 1.47175e-07 -1.69974e-08 -1.37843e-07 1.66668e-07 -8.45439e-08 -1.38903e-07 -7.97629e-08 2.65083e-06 -1.70715e-07 -9.35736e-08 -3.73104e-08
internal_weight=0 2905 216 196 2883 2856 2824 2803 2709 2688 2665 49 2616 49 2567 43 2524 47 94 65 2477 1494 983 1466 1421 1396 45 1351 1330 1294
internal_count=3121 2905 216 196 2883 2856 2824 2803 2709 2688 2665 49 2616 49 2567 43 2524 47 94 65 2477 1494 983 1466 1421 1396 45 1351 1330 1294
is_linear=0
shrinkage=0.1


Tree=7229
num_leaves=31
num_cat=0
split_feature=394 394 1176 394 3 1204 1186 12 132 50 1185 1186 129 1182 130 448 13 0 16 1374 1373 1213 402 12 3 3 475 160 133 482
split_gain=4.1538e-09 8.66507e-09 1.14192e-08 8.51573e-09 7.9607e-09 4.61624e-09 7.47789e-09 2.84757e-08 1.13811e-08 1.64098e-07 1.16088e-07 1.98326e-08 5.45949e-09 1.35715e-08 6.20635e-09 1.30641e-08 9.25237e-09 7.74302e-09 6.32152e-09 3.17897e-08 3.83589e-08 1.90131e-08 2.86915e-08 1.45534e-08 1.85965e-08 2.88729e-08 1.42175e-08 4.36694e-08 3.68324e-08 2.36748e-08
threshold=-0.14580499999999996 -0.096774999999999986 0.085730000000000015 -0.087649999999999992 -0.082594999999999988 0.053645000000000005 0.057025000000000006 0.085635000000000003 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 -0.052704999999999995 0.11266500000000002 0.086460000000000009 0.10490500000000001 0.030280000000000001 0.066795000000000007 -0.26343999999999995 -0.0094449999999999968 0.087855000000000016 1.0000000180025095e-35 0.04198000000000001 0.10874500000000002 0.10388500000000002 -0.071329999999999991 -0.14186499999999996 -0.082274999999999987 -0.081969999999999987 0.08622500000000001 0.098465000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 8 -8 9 11 -10 -5 13 14 15 17 -16 -12 26 20 21 22 23 -20 25 -25 27 28 -19 -28
right_child=1 2 -4 5 -6 -7 7 -9 10 -11 12 -13 -14 -15 16 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-2.0970157471275835e-06 1.7345143940725268e-06 1.7829811627978887e-06 -2.1749382748718445e-06 -3.1031864802406e-06 5.5669050993856225e-07 1.3257245777472586e-06 9.898883901699333e-07 -3.8984325124664051e-06 -7.6323577332004798e-06 9.3112561830821513e-06 1.594257471351152e-06 1.4523366260181665e-07 1.6602969890300301e-06 -2.5932950427431937e-06 2.5936024248158388e-06 -2.2294584062784944e-06 -2.1316185936370859e-07 1.9994571591398979e-06 -3.4263558898738762e-07 -4.0426771122492067e-06 4.2240387142555847e-06 -2.5973656320843477e-06 3.0938614397907964e-06 -8.8465830003769957e-08 -4.1457756629998112e-07 5.2848808309136082e-06 1.0590557309733892e-07 5.105995283765483e-06 -3.1520089259589918e-06 -3.2753405451200837e-06
leaf_weight=26 29 27 24 22 20 26 26 22 20 20 31 129 20 20 23 26 24 35 814 21 20 32 27 20 42 20 1488 23 23 21
leaf_count=26 29 27 24 22 20 26 26 22 20 20 31 129 20 20 23 26 24 35 814 21 20 32 27 20 42 20 1488 23 23 21
internal_value=0 1.41142e-08 -2.26517e-09 1.49897e-08 -9.4323e-07 -9.48809e-10 -1.25667e-08 -1.25059e-06 7.77744e-09 7.99358e-07 -4.14445e-08 -3.28046e-07 1.41666e-08 2.01806e-09 2.13141e-08 1.0586e-09 1.16036e-06 2.32189e-08 4.38585e-09 -1.93159e-07 -1.10246e-07 -2.01017e-07 -1.17936e-07 -2.1472e-07 1.05507e-06 2.59821e-06 1.28131e-07 1.4188e-06 -4.33656e-08 5.88505e-08
internal_weight=0 3075 3046 3022 46 2995 2969 48 2921 171 2750 151 2730 2710 2690 2643 47 2617 2586 996 975 955 923 896 82 40 1590 81 58 1509
internal_count=3121 3075 3046 3022 46 2995 2969 48 2921 171 2750 151 2730 2710 2690 2643 47 2617 2586 996 975 955 923 896 82 40 1590 81 58 1509
is_linear=0
shrinkage=0.1


Tree=7230
num_leaves=31
num_cat=0
split_feature=132 1185 50 393 30 97 4 16 3 4 471 1429 474 2 0 1 120 2 39 33 0 16 1426 12 9 4 156 1456 1429 156
split_gain=4.94546e-09 2.71155e-08 1.15279e-08 1.32821e-08 4.15087e-09 4.5357e-09 4.84495e-09 1.86285e-08 4.01178e-08 1.11242e-08 2.92801e-08 1.60513e-08 1.07941e-08 8.45084e-09 6.97585e-09 6.49647e-09 1.62473e-08 9.42581e-09 6.8771e-09 1.52359e-08 8.06496e-09 9.14322e-09 1.29959e-08 6.91247e-09 1.39843e-08 1.22074e-08 6.76303e-09 6.30833e-09 1.13095e-08 6.95179e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.09227500000000001 0.10483000000000002 0.097280000000000019 -0.086244999999999988 -0.50940999999999981 0.22339500000000004 -0.098469999999999988 -0.50052499999999989 -0.085064999999999988 -0.03528499999999999 -0.25711499999999993 0.097070000000000004 0.16094000000000003 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 -1.0000000180025095e-35 -0.009184999999999997 0.12445000000000002 0.63636000000000015 -0.080009999999999984 0.12757000000000002 0.088235000000000022 0.49041500000000005 0.11850000000000001 0.11510000000000002 0.11081000000000001 0.10068000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 7 8 -7 11 -11 -8 -12 -9 15 16 17 18 -14 -20 21 22 -21 24 26 -26 27 28 29 -24
right_child=1 4 -4 -5 -6 6 9 13 -10 10 12 -13 14 -15 -16 -17 -18 -19 19 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=1.5904216951069878e-07 3.615141130943639e-06 1.3888857229934123e-06 -2.2435712609084504e-06 -2.3134034659051398e-06 -1.2742246053676354e-06 7.9634020483440733e-07 -5.7198123861532879e-07 2.1592158510602965e-06 -5.461662758676767e-06 -3.8090133557489026e-06 2.2374140939973586e-06 2.9842087402206141e-06 1.8294085423674135e-06 -7.1300016315944967e-07 -1.7207738409297236e-06 1.7801842340131338e-06 -2.0383688228781995e-06 2.1545405653948062e-06 -2.3505065857736759e-06 2.456805553017396e-06 1.5674092009355853e-06 -1.7800806452734314e-06 -8.2767924956166693e-09 -1.3600372927018929e-06 3.3901913855308289e-06 1.6622051646209002e-07 -1.4420670432002681e-06 1.3540549668635194e-06 -2.3086862960380609e-06 1.0184783783816944e-06
leaf_weight=166 21 24 31 25 25 21 22 21 20 20 22 30 21 20 23 21 38 21 27 22 34 28 2179 36 23 24 32 35 21 68
leaf_count=166 21 24 31 25 25 21 22 21 20 20 22 30 21 20 23 21 38 21 27 22 34 28 2179 36 23 24 32 35 21 68
internal_value=0 3.48356e-08 -4.54886e-07 -1.64576e-07 8.71104e-09 1.9953e-08 8.3396e-09 -7.49105e-07 -2.25634e-06 3.09499e-08 2.9969e-09 1.47967e-06 3.14979e-08 7.58135e-07 1.32054e-08 2.83694e-08 1.4269e-08 4.46074e-08 2.72315e-08 1.22668e-08 3.77644e-08 1.66915e-08 3.73102e-08 1.52966e-08 3.60825e-08 1.74391e-06 1.70654e-09 2.17677e-08 1.20767e-09 2.27955e-08
internal_weight=0 2899 222 191 2878 2853 2829 82 41 2747 2695 52 2675 41 2653 2630 2609 2571 2550 2529 2502 2468 2440 2418 2382 47 2335 2303 2268 2247
internal_count=3121 2899 222 191 2878 2853 2829 82 41 2747 2695 52 2675 41 2653 2630 2609 2571 2550 2529 2502 2468 2440 2418 2382 47 2335 2303 2268 2247
is_linear=0
shrinkage=0.1


Tree=7231
num_leaves=31
num_cat=0
split_feature=156 1426 1428 1 1375 0 0 47 0 10 0 15 43 147 1 2 0 3 15 0 2 1 1 43 12 42 1 160 14 14
split_gain=4.58902e-09 7.01847e-09 5.98814e-09 1.17029e-08 5.1185e-09 4.22419e-09 3.21604e-08 2.40784e-08 1.07167e-07 6.99363e-08 2.07748e-08 1.02803e-07 3.02819e-08 1.55413e-08 1.94575e-08 8.90293e-08 3.49859e-08 2.97698e-08 5.73172e-08 3.26001e-08 2.01031e-08 1.76672e-08 1.68225e-08 1.63183e-08 2.09739e-08 2.45018e-08 2.34018e-08 1.79593e-08 1.31481e-08 9.8911e-09
threshold=0.32523500000000005 -0.081389999999999976 0.087445000000000009 0.10389500000000002 -0.42089999999999994 -0.10151999999999999 -0.099059999999999995 0.094160000000000008 -0.11756999999999999 -1.0000000180025095e-35 -0.11173999999999999 -0.10203999999999998 -1.0000000180025095e-35 0.099730000000000027 0.089875000000000024 0.091545000000000015 -0.23051499999999997 -0.011549999999999998 -0.040439999999999997 -0.14832499999999996 0.11362000000000001 0.10538500000000002 0.11453000000000001 0.07827000000000002 0.087995000000000004 0.079510000000000011 0.077565000000000009 0.050340000000000003 0.023790000000000002 0.07913000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 7 -7 9 -9 -6 13 -12 -13 14 16 -16 -11 19 20 -17 21 -19 -22 24 26 -26 27 -18 -8 -28
right_child=-2 2 3 -5 5 6 28 8 -10 10 11 12 -14 -15 15 17 23 18 -20 -21 22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-1.4605543385366191e-06 1.4732770480241882e-06 -1.4369273476404488e-06 2.5500984634163616e-06 -5.8368191275803842e-07 -5.8252929210311776e-06 -2.9070195791857076e-06 1.0978264493783022e-08 -1.5819581778777176e-07 8.0004506219752553e-06 4.2879243833030244e-06 7.843087672654292e-06 1.7118045169202862e-06 -3.4245331872543007e-06 2.5963281781774381e-06 -7.2072545299306513e-06 -9.0856391352645007e-07 4.2568233538986536e-06 4.9844651465762243e-07 -4.7480019372502998e-06 4.0738866479434113e-06 3.3945817487316767e-06 -3.6544448785491565e-06 -4.2828466056172539e-08 2.2879971822404783e-06 9.0581804778637552e-08 -4.8000645324464131e-06 -2.3677073476692711e-06 3.3334629228371734e-07 -2.4451253688601524e-06 5.4400719875502544e-07
leaf_weight=33 21 25 26 22 20 39 2346 69 21 22 20 24 22 21 20 24 20 21 31 29 24 20 35 27 21 20 28 28 22 20
leaf_count=33 21 25 26 22 20 39 2346 69 21 22 20 24 22 21 20 24 20 21 31 29 24 20 35 27 21 20 28 28 22 20
internal_value=0 -9.97934e-09 5.62841e-09 1.11378e-06 -1.19905e-08 -9.21958e-11 -5.87501e-08 2.40435e-07 1.74549e-06 -3.21096e-08 2.10791e-07 1.85766e-06 -7.44705e-07 -5.3669e-08 -1.96361e-07 -8.70816e-07 5.43364e-07 -1.82073e-07 -9.91134e-07 1.81768e-06 1.73494e-07 -1.52735e-06 1.35544e-06 4.10448e-08 -4.01785e-07 -2.2951e-06 4.06818e-07 1.96813e-06 -1.18403e-08 -1.15449e-06
internal_weight=0 3100 3067 48 3019 2994 2407 587 90 497 477 66 46 411 390 204 186 184 131 53 100 41 59 164 137 41 96 48 2368 48
internal_count=3121 3100 3067 48 3019 2994 2407 587 90 497 477 66 46 411 390 204 186 184 131 53 100 41 59 164 137 41 96 48 2368 48
is_linear=0
shrinkage=0.1


Tree=7232
num_leaves=31
num_cat=0
split_feature=47 0 1 0 47 15 483 0 131 1 148 447 123 2 120 4 33 1 0 12 3 2 16 156 150 42 15 150 457 150
split_gain=4.85618e-09 4.32519e-08 1.78458e-07 6.34143e-08 3.13914e-08 2.39349e-08 8.17151e-09 9.74565e-09 7.61087e-09 6.53069e-09 6.06366e-09 9.14191e-09 6.46785e-09 1.46371e-08 7.54312e-09 1.12267e-08 8.25319e-09 6.81204e-09 1.00484e-08 1.34759e-08 9.97826e-09 2.96741e-08 3.50276e-08 1.61321e-08 9.22516e-09 2.49929e-08 2.07312e-08 1.63237e-08 1.02637e-08 1.53277e-08
threshold=0.092710000000000015 -0.10224499999999999 0.099400000000000002 -0.095504999999999993 0.09055500000000001 -0.18895499999999996 -0.070084999999999981 -0.091794999999999988 0.13767000000000004 0.11588000000000001 -0.10069499999999999 0.094580000000000011 0.10129000000000001 0.13404500000000005 1.0000000180025095e-35 0.63113500000000011 -0.012019999999999998 0.13534000000000004 -0.09515499999999999 -0.07983999999999998 0.11658 0.11215000000000001 -0.08595499999999999 0.3248100000000001 0.11156000000000001 0.083795000000000022 -0.022504999999999997 0.10801000000000001 0.084685000000000024 0.087790000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 8 -4 -5 -8 10 -7 -1 12 14 -14 15 16 -12 20 -19 -20 23 -22 -23 24 27 -26 -27 28 -18 -30
right_child=1 3 5 6 -6 9 7 -9 -10 -11 11 -13 13 -15 -16 -17 17 18 19 -21 21 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=1.3764177021419694e-06 -1.0062315467058109e-05 5.1029842429670689e-06 3.1059418212126258e-06 1.7119665403697583e-06 3.8948202749062533e-06 -2.0606497528206092e-06 -2.4457963393485573e-06 -1.6733488732208602e-07 -1.79763438688457e-06 3.0171554499247577e-07 1.9341312426232353e-06 -1.7533139153501596e-06 -5.4334769016429119e-07 3.0645801283474777e-06 -1.9232038800964802e-06 2.0938792387753962e-06 -2.4570173918191186e-08 6.5006496551437272e-07 -3.6727474382912209e-06 -4.6847769537196523e-07 3.5458095152857681e-06 2.790358552201291e-06 -2.4991636447309924e-06 -2.7137981189443137e-06 -3.4666950329307968e-06 -1.2990236935814746e-06 2.4364396291313525e-06 2.8210713372529775e-06 3.8382153506015471e-07 3.4951912283531784e-06
leaf_weight=33 22 25 21 20 21 25 21 177 23 22 22 29 23 22 20 26 2172 28 21 35 31 21 31 22 28 39 24 21 76 20
leaf_count=33 22 25 21 20 21 25 21 177 23 22 22 29 23 22 20 26 2172 28 21 35 31 21 31 22 28 39 24 21 76 20
internal_value=0 -3.60933e-07 -2.23361e-06 3.3265e-07 4.31082e-08 2.9921e-07 -2.14407e-07 -4.0899e-07 1.38758e-08 -9.54862e-07 2.90598e-08 1.26589e-08 3.1754e-08 1.22053e-06 1.14678e-08 2.62532e-08 5.50513e-09 -1.10109e-08 -8.96698e-07 -1.67008e-06 1.89278e-08 1.09691e-06 -3.6301e-07 -1.83214e-08 6.59475e-09 -9.80822e-07 1.2401e-07 4.58499e-08 2.01534e-08 1.03202e-06
internal_weight=0 333 90 243 2788 68 218 198 2767 47 2744 2711 2682 45 2637 2617 2591 2569 84 56 2485 83 52 2402 2380 91 63 2289 2268 96
internal_count=3121 333 90 243 2788 68 218 198 2767 47 2744 2711 2682 45 2637 2617 2591 2569 84 56 2485 83 52 2402 2380 91 63 2289 2268 96
is_linear=0
shrinkage=0.1


Tree=7233
num_leaves=31
num_cat=0
split_feature=156 1426 1428 1427 32 33 16 1374 1373 16 13 1375 42 1374 1 151 16 52 52 3 12 0 130 121 4 13 1 1 9 1
split_gain=5.19491e-09 5.79929e-09 4.64312e-09 1.0873e-08 4.61764e-09 8.76311e-09 4.73505e-09 2.62558e-08 3.20539e-08 1.56528e-08 1.49434e-08 1.54232e-08 1.61783e-08 1.44203e-08 6.19761e-08 2.48399e-08 1.68723e-08 1.34947e-08 2.51553e-08 5.49298e-08 5.64563e-08 2.15097e-08 1.32894e-08 1.38104e-08 1.1729e-08 1.26541e-08 2.71889e-08 1.93211e-08 1.57956e-07 1.20423e-07
threshold=0.32523500000000005 -0.081389999999999976 0.087445000000000009 0.078535000000000008 1.0000000180025095e-35 -0.009184999999999997 -0.0094449999999999968 0.087855000000000016 1.0000000180025095e-35 -0.0083599999999999976 -0.40078499999999995 0.084665000000000018 0.15021500000000002 0.086765000000000023 0.090130000000000016 -0.53100499999999984 -0.011734999999999997 0.5140450000000002 0.091275000000000009 -0.071329999999999991 0.094435000000000005 -0.077639999999999987 -0.22699999999999995 -0.072334999999999983 -0.17966999999999997 -0.42195999999999995 0.14089500000000002 0.09253500000000002 0.09055500000000001 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 13 8 9 -8 -11 12 17 15 -15 -7 22 18 -12 20 21 -20 -17 -24 -25 26 -26 29 -29 -27
right_child=-2 2 3 -5 -6 6 7 -9 -10 10 11 -13 -14 14 -16 16 -18 -19 19 -21 -22 -23 23 24 25 27 -28 28 -30 -31
leaf_value=-1.3291987832444923e-06 1.5675214767508718e-06 -1.7847019502629077e-06 2.3067017204320344e-06 -7.2721052544823455e-07 1.2662798984105653e-06 -3.2316346376952106e-06 -2.3342274675308023e-06 -3.6830856873036412e-06 3.7553136518822398e-06 1.9718581981895553e-06 -2.3442009850160255e-07 1.7760294142769789e-06 2.5276190574174963e-06 5.1624433770787927e-06 -1.2977998311946452e-06 -2.4107679120210051e-06 2.1890554962369239e-06 1.7318934533250285e-06 -5.0571945041610887e-06 -6.2271039476637156e-06 3.5693138587785969e-06 -4.7488392359203618e-07 2.4966999756978351e-06 1.991398285359954e-06 -4.1787352177958718e-06 -2.5461003370446127e-08 6.882229139174949e-07 1.7920344871125804e-07 8.869124641560947e-06 -7.3274312893298217e-06
leaf_weight=33 21 28 27 21 28 23 33 21 21 33 717 38 20 27 33 22 37 30 20 23 22 21 23 30 22 1253 24 425 22 23
leaf_count=33 21 28 27 21 28 23 33 21 21 33 717 38 20 27 33 22 37 30 20 23 22 21 23 30 22 1253 24 425 22 23
internal_value=0 -1.06187e-08 3.56879e-09 9.79365e-07 -1.19457e-08 -2.39117e-08 -7.27244e-09 -1.84522e-07 -1.09399e-07 -1.94205e-07 -1.17775e-07 -1.95169e-07 -2.82984e-07 8.28865e-08 1.60931e-06 3.47849e-08 7.47252e-08 -3.50465e-07 -4.28262e-07 -2.04436e-06 -5.17326e-07 -2.71016e-06 3.2301e-08 6.18002e-08 3.06702e-08 -2.58122e-09 -1.63945e-06 4.11194e-08 6.06895e-07 -1.5708e-07
internal_weight=0 3100 3067 48 3019 2991 2963 999 978 957 924 891 853 1964 60 1904 1881 833 803 86 63 41 1844 1822 1799 1769 46 1723 447 1276
internal_count=3121 3100 3067 48 3019 2991 2963 999 978 957 924 891 853 1964 60 1904 1881 833 803 86 63 41 1844 1822 1799 1769 46 1723 447 1276
is_linear=0
shrinkage=0.1


Tree=7234
num_leaves=31
num_cat=0
split_feature=10 0 9 11 9 9 13 1186 457 484 2 482 2 159 484 2 49 160 2 51 0 2 52 47 1 0 3 13 43 157
split_gain=5.54698e-09 2.90561e-08 1.52543e-08 7.21118e-09 1.47004e-08 8.85971e-09 5.64431e-09 2.31126e-08 1.56181e-08 1.23146e-08 5.04735e-08 3.48117e-08 2.17023e-08 1.99516e-08 2.57858e-08 2.04783e-08 1.72073e-08 2.99693e-08 3.13884e-08 3.13441e-08 2.08003e-08 4.08576e-08 5.66784e-08 6.86996e-08 1.10722e-07 1.25723e-08 1.21851e-08 1.03569e-08 2.9064e-08 2.63383e-08
threshold=0.053330000000000009 -0.079829999999999998 0.093320000000000014 -1.0000000180025095e-35 0.091600000000000015 0.081890000000000004 -0.0034749999999999994 -0.085584999999999981 -0.081454999999999986 0.090535000000000018 0.11474000000000002 0.081345000000000015 0.09678500000000001 0.10545500000000001 0.083530000000000007 0.094215000000000007 -0.046979999999999987 0.098320000000000005 0.092120000000000021 0.0038750000000000004 -0.094654999999999975 0.121465 -0.080114999999999978 0.092165000000000011 0.078340000000000007 -0.087319999999999995 -0.15956499999999998 0.10002500000000002 -0.097804999999999989 -0.04831499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 26 -8 -9 11 12 13 -11 14 16 -15 17 18 -10 -20 21 22 -18 24 -24 -22 -5 29 -29 -27
right_child=1 2 -4 4 -6 -7 7 8 9 10 -12 -13 -14 15 -16 -17 20 -19 19 -21 25 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=1.712304543616483e-06 -3.8091561173775084e-06 2.2393700769498538e-06 -1.1886715254958189e-06 2.2074132837825227e-06 -2.5115773061533336e-06 2.073032365366262e-06 3.0986369749910039e-06 -2.3873936404091487e-06 -4.7987246706497906e-06 -1.5144604307434665e-06 -5.3066706050231006e-06 4.3221890239562659e-06 2.878766380213758e-06 2.5173293983647861e-07 3.063586659939602e-06 -3.6802960739106102e-06 -1.7850111817097059e-06 2.4728547282393264e-06 -2.4774718400187659e-06 2.3023536488400841e-06 -2.3914618236631213e-06 -1.8619988505604618e-06 7.9509885918841148e-07 -7.8188737688833505e-07 8.7623404464761116e-06 -2.8560530950016986e-06 -1.0735913401952425e-07 -6.2073567393254469e-08 3.2471757591386117e-06 1.7635559712968457e-07
leaf_weight=25 23 25 27 23 23 21 27 24 25 22 20 21 23 27 33 26 28 20 34 23 20 31 33 29 37 32 2020 88 38 273
leaf_count=25 23 25 27 23 23 21 27 24 25 22 20 21 23 27 33 26 28 20 34 23 20 31 33 29 37 32 2020 88 38 273
internal_value=0 -8.49606e-07 4.59425e-07 2.09155e-08 6.91856e-09 2.62399e-08 1.18017e-08 2.15448e-07 1.2962e-07 1.98033e-07 -1.12677e-06 3.03304e-07 7.30967e-07 1.97411e-07 3.30951e-07 -1.67719e-06 2.0412e-07 -9.9795e-07 -1.84449e-06 -5.4877e-07 4.05452e-07 1.39283e-06 2.18732e-06 3.31081e-06 5.00636e-06 5.95396e-08 -8.12995e-08 1.73275e-07 9.35954e-07 -1.41799e-07
internal_weight=0 75 52 3046 3021 2998 2977 934 907 883 65 818 45 797 744 53 711 102 82 57 609 158 127 99 70 451 2043 431 126 305
internal_count=3121 75 52 3046 3021 2998 2977 934 907 883 65 818 45 797 744 53 711 102 82 57 609 158 127 99 70 451 2043 431 126 305
is_linear=0
shrinkage=0.1


Tree=7235
num_leaves=31
num_cat=0
split_feature=132 394 50 393 2 132 15 12 3 10 12 39 2 49 2 2 129 1213 160 16 403 133 1210 403 2 3 3 15 402 43
split_gain=4.52787e-09 1.62223e-08 1.01899e-08 9.84707e-09 4.4982e-09 6.84155e-09 8.67992e-09 9.88127e-09 7.23612e-09 4.14894e-09 2.57692e-08 2.82173e-08 6.42743e-09 1.87702e-08 8.1496e-09 4.77739e-09 4.79015e-09 4.36628e-09 5.66912e-08 3.05825e-08 1.62835e-08 6.02231e-08 1.79812e-08 1.47297e-08 9.70333e-09 2.6526e-08 3.80306e-08 3.14783e-08 9.46499e-09 4.72469e-08
threshold=-0.083449999999999983 0.12358500000000001 0.09227500000000001 0.10483000000000002 0.083935000000000023 -0.41094499999999995 -0.09551999999999998 0.088305000000000008 -0.088084999999999983 0.053330000000000009 -0.010834999999999999 0.089790000000000023 -0.080614999999999978 -1.0000000180025095e-35 -0.020134999999999997 -0.0050599999999999994 -0.08133 0.04198000000000001 -0.025879999999999997 -0.010264999999999998 -0.54856499999999986 0.40945500000000007 -0.13847499999999999 -0.53255499999999989 0.09142500000000002 -0.080564999999999984 -0.082154999999999992 0.086355000000000015 -0.45015499999999992 0.055925000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 -1 -6 -7 8 -8 12 11 -11 13 -2 -14 -16 -17 20 -19 24 21 -18 -22 -24 25 26 27 -20 29 -25
right_child=1 -3 -4 -5 5 6 7 -9 -10 10 -12 -13 14 -15 15 16 17 18 19 -21 22 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=1.3287589481478791e-06 -1.1117029130632132e-06 2.7380212279901823e-06 -2.2589358797665262e-06 -2.0747103192775287e-06 1.0178435822557444e-06 -2.2637956801497201e-06 1.0862889197479461e-07 1.495676670620688e-06 -2.2955342358056356e-06 2.9677871734747896e-06 -3.1797128353143004e-06 -2.0716171405865679e-06 -1.6287574461178642e-06 2.7075705739046117e-06 1.2628052857163284e-06 1.2501825516841153e-06 -5.6621058301428468e-06 5.3653496371182319e-06 2.0185063573135817e-06 -3.4479843733651684e-06 2.281715120154652e-06 1.6562339653872819e-06 -2.4488741310051413e-06 -4.5698078372919081e-06 1.8798354522891045e-06 -2.4067258784591963e-06 4.7175889261552588e-06 -2.229611235069004e-06 1.8564935890792652e-08 2.0759123856350924e-06
leaf_weight=25 22 22 27 24 38 23 31 27 21 25 27 20 30 31 31 31 22 21 33 24 34 23 25 23 34 34 20 37 2316 20
leaf_count=25 22 22 27 24 38 23 31 27 21 25 27 20 30 31 31 31 22 21 33 24 34 23 25 23 34 34 20 37 2316 20
internal_value=0 3.28501e-08 -4.41713e-07 -1.8211e-07 9.31774e-08 -1.27462e-07 -5.54145e-07 -5.63981e-08 -8.62283e-07 1.22071e-08 -7.3736e-07 7.28052e-07 3.14063e-08 1.12221e-06 1.04444e-08 2.84709e-08 1.42831e-08 -8.78139e-11 4.45681e-07 -1.21973e-07 -3.6828e-08 -1.92162e-06 -1.75123e-09 -3.43174e-08 3.83244e-07 -2.71113e-08 8.71854e-07 -2.26927e-07 -8.72867e-09 -1.47878e-06
internal_weight=0 2905 216 189 165 140 102 79 52 2883 72 45 2811 53 2758 2728 2697 2666 203 182 2463 45 2418 2384 158 124 90 70 2359 43
internal_count=3121 2905 216 189 165 140 102 79 52 2883 72 45 2811 53 2758 2728 2697 2666 203 182 2463 45 2418 2384 158 124 90 70 2359 43
is_linear=0
shrinkage=0.1


Tree=7236
num_leaves=31
num_cat=0
split_feature=130 40 4 10 16 16 4 9 33 97 9 43 0 43 1210 16 12 1212 1211 48 48 403 52 12 43 13 12 132 1211 1186
split_gain=4.36794e-09 9.6438e-09 6.46251e-09 6.21249e-09 5.10903e-08 7.83154e-08 1.2539e-08 5.59097e-09 3.17359e-08 4.43241e-09 1.64585e-08 4.30713e-09 1.52466e-08 1.19346e-08 3.09754e-08 3.09386e-08 3.59913e-08 2.49249e-08 1.20565e-08 1.18942e-08 1.52486e-08 1.2985e-08 1.0865e-08 1.91132e-08 2.05829e-08 1.1929e-08 1.36493e-08 1.06522e-08 1.8494e-07 1.31336e-07
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 -0.088159999999999988 0.41555500000000006 0.092235000000000011 -0.012019999999999998 -0.083924999999999986 -0.013509999999999999 0.084740000000000024 -0.13843999999999998 0.055925000000000009 0.258635 -0.056919999999999991 0.096210000000000004 0.055770000000000007 0.11541000000000001 0.10096000000000001 0.086425000000000016 -0.014954999999999998 -0.21968999999999997 0.090695000000000012 0.21122500000000002 -0.039649999999999998 0.086210000000000023 -0.083284999999999984 0.10406000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 -5 -10 -11 13 -13 14 18 16 17 -15 27 20 21 -14 -23 25 -25 26 -24 29 -29 -12
right_child=1 2 -4 7 -6 -7 -8 -9 9 10 11 12 19 15 -16 -17 -18 -19 -20 -21 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=1.3729904307895241e-06 -2.1989790400311905e-06 1.3147064796962346e-06 1.4897775317563331e-06 4.0011716237131628e-06 2.3759444114629707e-06 -7.6245356670767712e-06 -1.9706578000079302e-06 -1.2400499599607429e-06 -1.2713023531213603e-06 2.5705779835334396e-06 -6.2830506436433993e-07 -3.0336597501445794e-06 -2.4626974804743354e-06 4.0420757040524421e-06 -3.9241696936187513e-06 4.6398706172112727e-06 -3.2639191951082992e-06 -7.2299436353551719e-07 2.212131061241962e-06 2.1743081492786589e-06 -2.6054933481713377e-06 -1.9550480394834515e-06 -1.2241305934626974e-07 3.5046155274661336e-06 3.9938862021306309e-07 8.8394330097391252e-07 -3.3371445515513191e-06 4.2128846033064014e-08 -9.6160396398659042e-06 8.3042391185017551e-06
leaf_weight=23 20 26 29 20 34 20 21 35 27 25 93 20 21 23 20 20 21 21 25 20 27 22 28 30 74 29 25 2282 20 20
leaf_count=23 20 26 29 20 34 20 21 35 27 25 93 20 21 23 20 20 21 21 25 20 27 22 28 30 74 29 25 2282 20 20
internal_value=0 -1.0196e-08 4.02609e-09 -1.01054e-08 -7.81288e-07 -2.38347e-06 -1.53222e-07 1.63157e-08 3.14111e-08 3.96721e-09 1.59813e-08 -6.49847e-09 -3.67539e-07 3.54929e-08 -4.76035e-09 1.20047e-06 1.42193e-07 1.76784e-06 2.7366e-08 -1.74342e-07 -3.57831e-07 -9.28223e-08 1.46444e-07 3.95008e-07 1.29513e-06 -7.46608e-07 -1.6388e-06 4.74934e-09 -4.17823e-08 9.52676e-07
internal_weight=0 3098 3078 3049 101 67 47 2948 2913 2893 2866 2841 296 2545 2460 85 65 44 2440 276 256 229 208 186 104 82 53 2415 2302 113
internal_count=3121 3098 3078 3049 101 67 47 2948 2913 2893 2866 2841 296 2545 2460 85 65 44 2440 276 256 229 208 186 104 82 53 2415 2302 113
is_linear=0
shrinkage=0.1


Tree=7237
num_leaves=31
num_cat=0
split_feature=33 34 34 11 9 10 14 132 1185 132 50 0 12 130 400 44 158 482 42 482 42 4 483 1451 43 43 1210 1 15 3
split_gain=4.57894e-09 5.37509e-09 8.175e-09 5.49053e-09 5.23652e-09 9.83723e-09 4.89542e-09 4.62996e-09 1.79099e-08 1.10249e-08 1.04973e-08 4.50686e-09 6.31391e-09 5.22297e-09 5.47307e-09 4.37453e-09 1.54004e-08 5.8893e-09 3.9081e-08 2.67428e-08 2.20862e-08 9.63797e-09 1.18438e-08 5.93206e-09 5.59044e-09 3.72672e-08 2.52823e-08 1.74254e-08 3.36282e-08 1.3779e-08
threshold=-0.009184999999999997 -0.112215 -0.085644999999999985 -1.0000000180025095e-35 0.088235000000000022 0.09216000000000002 -0.46825999999999995 -0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.098289999999999975 0.10911500000000002 0.087380000000000013 -0.087079999999999977 0.099360000000000018 -0.47356499999999996 0.089605000000000018 0.096450000000000022 0.086210000000000023 0.089625000000000024 -0.014149999999999998 0.086010000000000017 0.097865000000000021 0.062770000000000006 0.055925000000000009 0.258635 0.090275000000000008 0.082685000000000022 -0.071329999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5 9 -9 10 11 -8 13 14 -13 16 -10 19 20 23 21 -19 -23 24 25 26 -18 29 -29 -26
right_child=1 2 3 4 5 -7 7 8 15 -11 -12 12 -14 -15 -16 -17 17 18 -20 -21 -22 22 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-1.2092881954759511e-06 -1.5453631724746877e-06 2.0384676429330286e-06 -1.5639767442818003e-06 -1.1887431372017813e-06 2.6862317467714005e-06 -1.3573018629623826e-07 -1.0888148141121849e-06 2.9624321628251073e-06 2.6795398954701261e-06 -2.6646588821677144e-06 -2.0295171073788271e-06 1.6447703328594797e-06 1.556479781861242e-06 -1.0268541143511181e-06 -1.7990798871399725e-07 -1.1315144991641546e-06 3.9977960543778373e-08 -1.7100205448460819e-06 -3.8010554250907565e-06 3.3790671769414381e-06 3.2844177189872427e-06 2.2717106557614725e-06 -8.9475842965266913e-07 1.7402652611053781e-06 5.8804211602004812e-07 3.2077520466594473e-06 -3.5317576970328449e-06 -6.6891632353444419e-08 -5.1564947917930642e-06 -1.2789080963621179e-06
leaf_weight=31 22 20 22 34 21 30 27 21 22 20 27 25 32 36 48 32 2177 34 30 24 20 21 27 20 129 37 20 34 21 57
leaf_count=31 22 20 22 34 21 30 27 21 22 20 27 25 32 36 48 32 2177 34 30 24 20 21 27 20 129 37 20 34 21 57
internal_value=0 1.21434e-08 2.3312e-08 1.00892e-08 2.15332e-08 1.02625e-06 4.30937e-09 1.81019e-08 5.33388e-08 -4.28669e-07 -1.99337e-07 9.47993e-08 3.21449e-07 -4.11291e-08 4.44982e-07 3.07543e-08 4.46685e-08 2.28023e-08 -6.28307e-07 5.69216e-08 3.04854e-07 -4.21869e-07 4.90572e-07 2.49651e-08 1.11041e-08 6.04672e-08 7.4633e-09 -4.46477e-07 -2.01019e-06 1.59122e-08
internal_weight=0 3090 3068 3048 3026 51 2975 2941 2726 215 195 168 141 109 73 2705 2673 2651 132 2519 102 82 48 2495 2475 2234 2197 241 55 186
internal_count=3121 3090 3068 3048 3026 51 2975 2941 2726 215 195 168 141 109 73 2705 2673 2651 132 2519 102 82 48 2495 2475 2234 2197 241 55 186
is_linear=0
shrinkage=0.1


Tree=7238
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 403 2 1210 1210 12 3 12 13 43 399 133 133 12 133 0 133 0 42 1447 1374 151 151 50 403 402 1 133
split_gain=5.38702e-09 1.21013e-08 7.43564e-09 4.09576e-09 1.72446e-08 5.99606e-08 4.03689e-08 2.31803e-08 3.58796e-08 5.88398e-08 1.76409e-08 1.97582e-08 9.24754e-09 5.75632e-09 3.46619e-08 1.01327e-07 3.25767e-08 2.88843e-08 2.94554e-08 2.41599e-08 2.14237e-08 1.95364e-08 1.82194e-08 6.03988e-08 1.77715e-08 1.67717e-08 1.7496e-08 2.35349e-08 1.64496e-08 1.64436e-08
threshold=0.11846000000000001 0.10683000000000002 0.094315000000000024 -0.090774999999999981 0.085235000000000019 -0.061049999999999993 -0.053799999999999994 0.083985000000000018 -0.085784999999999986 0.090020000000000017 -0.080519999999999994 -0.012394999999999998 -0.087854999999999989 0.091935000000000003 0.090445000000000011 0.088435000000000014 0.089595000000000022 -0.091069999999999984 0.093255000000000018 -0.11173999999999999 -0.23037499999999997 0.059120000000000013 0.086765000000000023 -0.010154999999999999 -0.53100499999999984 -0.099524999999999988 0.05728500000000001 -0.46267499999999995 0.090130000000000016 0.099660000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -8 -9 -10 -7 -12 -5 14 16 -16 20 19 -19 -15 -14 22 24 -24 -22 -20 27 -27 -25 -29
right_child=-2 -3 -4 12 5 10 7 8 9 -11 11 -13 13 17 15 -17 -18 18 25 -21 21 -23 23 28 -26 26 -28 29 -30 -31
leaf_value=-3.6881065148742397e-06 1.4334159450649728e-06 -2.2972798532187565e-06 1.6572626632464732e-06 -2.0035349765616199e-06 4.8276669159267022e-06 -2.3691842159223597e-06 2.882161656308264e-06 1.7655207114474154e-06 -6.4009361562966668e-06 1.0934100662945473e-06 -1.5688324535633681e-07 2.7320070202563332e-06 2.5445613766461259e-06 -3.8213551710618452e-07 -1.2007977537515607e-06 8.1186084352680163e-06 -2.9760783914949771e-06 -4.0393349256471721e-06 1.9014446051047484e-06 3.8887426384803808e-06 -2.7404702393596383e-06 -2.3008806843372933e-06 6.2426752867850156e-06 1.7630522052058951e-06 -3.9944057889221602e-09 2.7156040189202897e-06 -3.1198643739571708e-06 7.6963932953847383e-07 -1.9999150070431754e-06 -1.4197450846474896e-06
leaf_weight=31 26 23 27 24 33 24 28 38 20 22 91 32 33 27 28 20 37 26 26 26 24 37 20 21 2128 21 28 47 26 127
leaf_count=31 26 23 27 24 33 24 28 38 20 22 91 32 33 27 28 20 37 26 26 26 24 37 20 21 2128 21 28 47 26 127
internal_value=0 -1.2038e-08 5.07152e-09 -9.57845e-09 3.29454e-07 9.75558e-07 -5.07228e-07 4.05802e-07 -4.60924e-07 -2.47533e-06 1.10799e-07 5.94698e-07 -4.92524e-08 -3.18939e-08 2.23594e-08 2.68229e-06 -3.25316e-08 -4.24569e-07 -8.36539e-07 1.71301e-06 1.50487e-08 -2.19522e-08 1.60471e-08 1.64e-06 -3.45127e-08 -5.02111e-07 -7.82346e-07 -4.46702e-07 -3.18589e-07 -8.2836e-07
internal_weight=0 3095 3072 3045 319 180 139 108 80 42 147 123 2726 2702 2374 48 2326 328 275 53 2289 2256 2219 67 2152 249 223 195 47 174
internal_count=3121 3095 3072 3045 319 180 139 108 80 42 147 123 2726 2702 2374 48 2326 328 275 53 2289 2256 2219 67 2152 249 223 195 47 174
is_linear=0
shrinkage=0.1


Tree=7239
num_leaves=31
num_cat=0
split_feature=10 0 9 2 49 2 158 46 1456 3 154 157 471 1455 15 158 1455 1452 1452 16 50 158 481 160 1447 1453 43 482 482 1
split_gain=4.433e-09 2.64944e-08 9.86278e-09 6.18832e-09 2.27349e-08 8.51965e-09 4.80782e-09 5.73391e-09 5.7902e-09 2.06822e-08 8.26564e-09 1.19969e-08 7.21151e-09 5.52666e-09 2.23276e-08 2.15244e-08 7.42994e-09 7.45861e-09 1.42623e-08 1.35935e-08 1.27214e-08 8.25344e-09 1.18634e-08 4.37764e-08 4.47468e-08 1.86501e-08 9.2795e-09 7.59657e-09 1.76724e-08 4.80977e-08
threshold=0.053330000000000009 -0.079829999999999998 0.093320000000000014 -0.090999999999999984 -1.0000000180025095e-35 -0.033169999999999991 -0.47382999999999992 0.084955000000000017 0.11253500000000001 -0.065229999999999996 0.085530000000000009 0.63604500000000008 -0.085064999999999988 -0.097209999999999977 0.088495000000000018 -0.4686749999999999 0.10814500000000001 0.088500000000000009 0.086765000000000023 0.0039400000000000008 -0.47144999999999992 0.11245500000000001 -0.085629999999999984 -0.025879999999999997 -0.085804999999999979 -0.048199999999999993 -0.011694999999999999 0.11117500000000001 0.098465000000000011 0.16540500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5 -7 8 10 -10 11 12 -8 14 -14 -15 17 18 20 -19 -17 22 23 -22 -25 -24 -23 28 29 -27
right_child=1 2 -4 5 -6 6 7 -9 9 -11 -12 -13 13 15 -16 16 -18 19 -20 -21 21 26 25 24 -26 27 -28 -29 -30 -31
leaf_value=-1.077075247931961e-06 -3.5855940132517825e-06 1.921709209000255e-06 -8.3473672155512902e-07 -1.9592175538656938e-06 3.4691452914227165e-06 -1.365022847267028e-06 1.8362115497438937e-06 1.2321040536824932e-06 6.7659524347618574e-07 -3.5338227235115485e-06 2.055553998161486e-06 -2.4250613932963462e-06 6.095362878381018e-07 3.0848019200082334e-06 -3.5376454131134475e-06 2.5386013385286787e-06 -1.8609467978032107e-06 2.8653293070419752e-06 -2.5902792964686907e-06 -5.8582867972117605e-07 3.7149830423762377e-06 -2.4512326650142927e-07 -2.9770777219017053e-06 -3.7114985830682526e-06 1.799504803677658e-06 -1.6724996733300518e-08 -2.9186453855345465e-06 1.6534766176943905e-06 -2.6481323311600136e-06 4.9078846163297382e-06
leaf_weight=22 23 25 27 22 22 25 22 39 28 20 20 20 34 23 21 20 21 25 21 21 39 37 21 26 34 2370 20 28 25 20
leaf_count=22 23 25 27 22 22 25 22 39 28 20 20 20 34 23 21 20 21 25 21 21 39 37 21 26 34 2370 20 28 25 20
internal_value=0 -7.59518e-07 4.90478e-07 1.86987e-08 1.19604e-06 1.44256e-09 1.59172e-08 2.76003e-08 1.14907e-08 -1.07775e-06 2.97206e-08 1.54942e-08 3.27542e-08 1.86145e-08 -9.73933e-07 3.84582e-08 1.27742e-08 2.73099e-08 5.48556e-09 1.2898e-06 2.61337e-08 6.95455e-09 3.34231e-08 1.10675e-06 -5.88597e-07 -9.70176e-09 -1.1832e-06 1.58058e-08 -3.18172e-09 2.44851e-08
internal_weight=0 75 52 3046 44 3002 2980 2955 2916 48 2868 2848 2828 2806 55 2751 2728 2707 2661 46 2640 2620 2563 99 60 2464 57 2443 2415 2390
internal_count=3121 75 52 3046 44 3002 2980 2955 2916 48 2868 2848 2828 2806 55 2751 2728 2707 2661 46 2640 2620 2563 99 60 2464 57 2443 2415 2390
is_linear=0
shrinkage=0.1


Tree=7240
num_leaves=31
num_cat=0
split_feature=1 9 10 34 3 3 51 52 51 47 0 4 47 52 457 0 48 1 51 1 150 150 15 51 4 2 3 13 10 1
split_gain=5.04828e-09 4.83203e-09 6.50271e-09 2.63098e-08 5.13873e-09 3.64236e-08 1.48369e-08 2.32891e-08 1.79187e-08 1.46894e-08 1.06875e-07 1.66354e-07 7.26599e-08 1.28866e-08 2.32036e-08 1.92496e-08 1.75145e-08 2.45052e-08 2.29282e-08 1.64683e-08 2.15722e-08 2.45499e-08 3.05552e-08 3.05947e-08 2.06654e-08 1.77796e-08 1.27598e-08 4.51244e-08 1.34821e-08 1.15542e-08
threshold=0.16773500000000005 -0.092939999999999981 0.053330000000000009 -0.010024999999999997 -0.016324999999999996 -0.014944999999999998 -0.14283999999999999 -0.23375999999999997 -0.10316499999999999 0.092165000000000011 -0.10224499999999999 0.10637500000000001 0.078875000000000015 -0.094124999999999986 -0.065884999999999985 -0.069444999999999993 0.089670000000000014 0.10708500000000001 0.089355000000000004 0.082005000000000008 0.12068000000000002 0.10389500000000002 -0.015039999999999998 -0.025879999999999997 -0.0024449999999999997 0.098035000000000011 -0.047929999999999993 -0.049279999999999997 -0.0093599999999999985 0.12811000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 26 -6 7 -7 -8 12 11 -11 13 15 -15 -10 18 -18 19 25 21 22 24 -24 -21 -16 28 -28 -3 -29
right_child=-2 2 3 -5 5 6 8 -9 9 10 -12 -13 -14 14 16 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=1.5602877272158369e-06 -1.4760514076629227e-06 1.8725131840973949e-06 -3.7036193292727193e-06 5.220257080287499e-07 4.4748841269282028e-06 -2.4064699526688323e-07 -2.8957042580995696e-06 3.5491204116514412e-06 -3.3614232078294804e-06 -1.1070992754866893e-05 3.4028613681998241e-06 3.6172193339163125e-07 5.7907761829582068e-06 2.9828580997965612e-06 2.9793963512998524e-06 7.0922691563845599e-07 -3.4505561578690449e-06 6.4015213731046843e-07 2.7513658421064657e-06 2.9886852717027069e-06 2.6022265637948296e-06 -4.159478602332456e-06 -3.70760915302526e-09 -5.5349537524307386e-06 -3.1010783626283507e-07 -3.5573531653015732e-07 -5.268711301401449e-06 5.5455305825419673e-07 -2.7011669267573732e-08 -2.1940172257473022e-06
leaf_weight=20 23 38 23 41 20 34 21 31 26 20 33 35 23 28 33 21 32 27 34 25 20 20 20 20 79 31 21 65 2237 20
leaf_count=20 23 38 23 41 20 34 21 31 26 20 33 35 23 28 33 21 32 27 34 25 20 20 20 20 79 31 21 65 2237 20
internal_value=0 1.09594e-08 8.92254e-10 -9.96565e-07 2.20725e-08 2.75314e-07 1.38297e-07 1.56678e-06 -3.11404e-08 8.30073e-08 -1.0962e-06 -3.79563e-06 3.19385e-07 1.68802e-08 2.15516e-07 -1.54262e-06 -1.17144e-08 -1.57854e-06 3.16096e-07 -1.77717e-08 -4.98368e-07 -8.76489e-07 -4.20518e-07 -2.76933e-06 4.82871e-07 1.36394e-06 -4.52528e-08 -1.11771e-06 4.71666e-09 -9.21694e-08
internal_weight=0 3098 3078 64 3014 633 613 65 548 527 88 55 439 416 369 47 341 59 282 248 184 164 144 40 104 64 2381 106 2275 85
internal_count=3121 3098 3078 64 3014 633 613 65 548 527 88 55 439 416 369 47 341 59 282 248 184 164 144 40 104 64 2381 106 2275 85
is_linear=0
shrinkage=0.1


Tree=7241
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 1213 1210 1210 2 403 4 42 1210 12 1213 403 12 1447 3 42 50 1 400 16 1213 0 43 403 132 4 403 1183
split_gain=4.39319e-09 9.7599e-09 7.73207e-09 5.13757e-09 5.03528e-08 4.20612e-08 3.71054e-08 3.57631e-08 3.48212e-08 9.66729e-09 9.00013e-09 2.90764e-08 9.85168e-09 1.00827e-08 3.66315e-08 8.44513e-08 1.67882e-08 4.68225e-08 1.65551e-08 1.55232e-08 1.4702e-08 1.20215e-08 2.31064e-08 1.20482e-08 1.06492e-08 1.02181e-08 8.04016e-08 1.61913e-07 9.3543e-09 7.53571e-09
threshold=0.11846000000000001 0.10683000000000002 -0.092099999999999987 -0.088064999999999991 -0.13847499999999999 -0.090009999999999993 0.084715000000000013 -0.0042549999999999992 -0.080924999999999983 0.084535000000000013 -0.079504999999999978 0.087765000000000024 -0.086394999999999986 -0.084339999999999984 0.083715000000000026 -0.084114999999999981 -0.07359499999999998 0.10024000000000001 0.089995000000000019 0.078340000000000007 -0.09027499999999998 -0.079109999999999986 0.089630000000000015 -0.086074999999999985 -0.06984499999999999 -0.073254999999999987 -0.083284999999999984 -0.080744999999999997 -0.41825499999999993 -0.073809999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 -7 -8 -9 11 -6 -12 14 -14 -16 17 18 19 20 -17 22 23 -22 -25 26 -15 -28 -23 -27
right_child=-2 -3 3 4 10 6 8 9 -10 -11 12 -13 13 25 15 16 -18 -19 -20 -21 21 28 -24 24 -26 29 27 -29 -30 -31
leaf_value=1.5041345544459011e-06 1.2944418524686907e-06 -2.0631783666866126e-06 -4.4293094411784749e-06 4.5832381341407803e-06 6.2877998274757374e-07 -4.984534180731198e-06 4.0324370656303329e-06 -1.7680311862767169e-06 4.8036281233028909e-08 1.1166976456969189e-06 -1.9290408728850775e-06 -4.0938137916865264e-06 -2.4743762622847501e-06 2.7300756872656557e-06 7.0170307221165528e-06 2.6072866560866717e-06 -1.6069712426412612e-06 5.0289966348709243e-06 2.7114938457089012e-06 -2.4034638542502765e-06 1.1287158767309417e-06 -2.9909294339415194e-06 3.561906325728614e-06 1.4264531649552317e-07 -2.8113291117061518e-06 1.882230496145591e-06 -1.0634968060685425e-05 4.3178187973889856e-07 3.0920919016352851e-08 -2.0778009596384426e-08
leaf_weight=34 26 23 24 24 32 23 31 21 75 26 26 22 36 35 21 24 35 23 25 24 38 21 20 26 23 21 20 39 20 2283
leaf_count=34 26 23 24 24 32 23 31 21 75 26 26 22 36 35 21 24 35 23 25 24 38 21 20 26 23 21 20 39 20 2283
internal_value=0 -1.08868e-08 4.47862e-09 -1.23049e-08 2.22169e-08 -5.0217e-07 3.33492e-08 -1.75341e-06 1.21329e-06 -1.72224e-07 -1.6683e-08 -1.29524e-06 8.33222e-09 2.67564e-08 5.39787e-07 9.01487e-07 4.41177e-07 7.34969e-07 2.88079e-07 -2.10297e-08 3.11403e-07 -6.09024e-08 4.96986e-07 -2.07593e-07 -1.24391e-06 -4.51278e-08 -1.0671e-06 -3.31966e-06 -1.51686e-06 -3.43288e-09
internal_weight=0 3095 3072 3038 2838 200 176 70 106 47 2814 54 2760 2734 336 300 279 244 221 196 172 148 107 87 49 2398 94 59 41 2304
internal_count=3121 3095 3072 3038 2838 200 176 70 106 47 2814 54 2760 2734 336 300 279 244 221 196 172 148 107 87 49 2398 94 59 41 2304
is_linear=0
shrinkage=0.1


Tree=7242
num_leaves=31
num_cat=0
split_feature=1212 1212 16 481 15 403 15 1212 130 13 133 401 402 133 12 1213 1203 12 133 1209 1446 403 133 133 1210 403 1447 471 2 133
split_gain=4.5268e-09 2.73204e-08 2.47659e-08 3.68485e-08 1.88657e-08 1.50831e-08 2.89676e-08 1.25126e-08 2.5606e-08 2.50284e-08 2.29534e-08 8.55448e-09 3.8285e-08 1.37159e-08 1.93418e-08 9.09475e-09 1.09449e-08 2.92308e-08 8.37209e-09 1.34572e-08 8.33472e-09 5.58055e-08 4.36621e-08 3.42935e-08 2.90029e-08 2.97091e-08 1.77062e-08 1.7437e-08 1.6213e-08 1.1494e-08
threshold=0.08759500000000002 0.086920000000000011 -0.014754999999999999 -0.073474999999999985 0.098485000000000017 0.022375000000000003 0.094425000000000023 0.10083000000000002 -0.008624999999999999 -0.0065549999999999992 -0.023589999999999996 -1.0000000180025095e-35 -0.45015499999999992 0.50628500000000021 0.094835000000000017 0.11076500000000002 0.089165000000000008 0.090455000000000021 0.41553500000000004 0.11495000000000001 0.083715000000000026 -0.54856499999999986 0.10995500000000001 0.086990000000000012 -0.090009999999999993 -0.0042549999999999992 -0.086849999999999997 0.086855000000000016 0.084550000000000014 0.26753000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -2 5 6 7 8 -5 -10 -9 12 -1 15 -15 16 18 -18 19 20 21 -13 23 26 25 -23 -22 28 -28 -26
right_child=2 -3 -4 4 -6 -7 -8 10 9 -11 -12 13 -14 14 -16 -17 17 -19 -20 -21 22 24 -24 -25 29 -27 27 -29 -30 -31
leaf_value=-4.1301073324575557e-06 4.7716415338072698e-06 -3.0387433063575982e-06 -2.0089991076511561e-06 -1.2133713238179792e-06 -1.7781836469473146e-06 -1.3798287000099664e-06 4.7300870028266219e-06 -3.0903191525597087e-06 5.2253459473475864e-06 6.5443120979580276e-07 1.0489855849054702e-06 -4.3563654283692207e-06 1.1685413081371129e-06 -3.9760754382857907e-07 3.6206298054821677e-06 -1.5462390706488806e-06 -8.8694599407576986e-07 4.2733340278356904e-06 -1.956975994362024e-06 2.5859930167371206e-06 2.7628608821948866e-06 5.2474086498391228e-06 4.5097021259152828e-06 -2.5751810816916242e-06 -3.1706286132025971e-08 -1.379215677843604e-07 2.5924597051221832e-06 -2.5191682686909193e-06 -2.490907824019878e-07 -1.6635111798279923e-06
leaf_weight=25 21 30 37 23 34 27 20 21 23 25 37 30 30 23 25 38 23 21 22 20 34 21 25 39 2275 20 31 20 57 44
leaf_count=25 21 30 37 23 34 27 20 21 23 25 37 30 30 23 25 38 23 21 22 20 34 21 25 39 2275 20 31 20 57 44
internal_value=0 -3.69036e-08 3.92954e-07 7.77682e-07 3.78286e-07 7.94877e-07 1.18895e-06 6.39938e-07 1.53009e-06 2.84466e-06 -4.49728e-07 -5.0031e-09 -1.23994e-06 1.95349e-08 1.69522e-06 -1.00361e-08 1.17297e-08 1.57591e-06 -1.43598e-08 1.97715e-09 -1.79305e-08 -7.05356e-08 5.92391e-07 5.13255e-08 -1.60547e-08 2.62042e-06 7.7269e-07 1.46155e-07 7.5191e-07 -6.26677e-08
internal_weight=0 2853 268 231 210 176 149 129 71 48 58 2823 55 2768 48 2720 2682 44 2638 2616 2596 2390 206 181 2360 41 142 108 88 2319
internal_count=3121 2853 268 231 210 176 149 129 71 48 58 2823 55 2768 48 2720 2682 44 2638 2616 2596 2390 206 181 2360 41 142 108 88 2319
is_linear=0
shrinkage=0.1


Tree=7243
num_leaves=31
num_cat=0
split_feature=132 393 15 10 4 0 1 1 11 1 42 1 147 150 160 448 9 10 376 376 13 40 3 3 1429 474 474 16 16 16
split_gain=4.21396e-09 1.37204e-08 9.77739e-09 4.30168e-09 4.9313e-08 1.36418e-07 9.6992e-08 5.12837e-09 4.93544e-09 5.63648e-09 1.71369e-08 3.66966e-08 9.55251e-09 1.01693e-08 3.69186e-08 9.8967e-09 7.07789e-09 1.29955e-08 7.54127e-09 1.42233e-08 1.13377e-08 9.6909e-09 1.2239e-08 2.52788e-08 1.60617e-08 2.85074e-08 1.98922e-08 2.29726e-08 5.22893e-08 3.13538e-08
threshold=-0.083174999999999985 0.12069000000000002 0.091475000000000015 -0.011559999999999999 0.053180000000000012 -0.10151999999999999 0.10124500000000002 0.12408500000000001 -1.0000000180025095e-35 0.13686500000000004 0.093775000000000011 0.13968000000000003 0.099730000000000027 0.12640500000000002 -0.073679999999999982 1.0000000180025095e-35 0.088235000000000022 -0.0069899999999999988 0.085245000000000015 0.083890000000000006 -0.071554999999999994 -0.083564999999999987 -0.042499999999999989 -0.055119999999999995 -0.026244999999999997 0.089130000000000015 0.083455000000000015 -0.070454999999999976 -0.087659999999999988 -0.095964999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 6 -6 -2 -8 -5 12 11 -11 13 15 -15 16 17 -10 19 21 -20 -19 23 -23 -24 26 27 28 29 -26
right_child=1 -3 -4 8 5 -7 7 -9 9 10 -12 -13 -14 14 -16 -17 -18 18 20 -21 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.575706393512159e-07 -8.2797419099733823e-06 2.5789604489459417e-06 -2.0987993048038331e-06 1.5661572904588996e-06 7.9460713344642075e-06 -2.0968572423379029e-06 1.3815616574675005e-06 -8.8302804556406046e-07 2.423637097407387e-06 -4.9566718845859397e-06 1.8503986668503916e-06 -1.0998197303408354e-07 1.6510814377299443e-06 1.0439597050348172e-06 -4.6708284526175706e-06 2.0393308150232771e-06 -1.5412085136493454e-06 -1.5446645594046889e-06 -2.4945930700314108e-06 2.5382453041738308e-06 2.3535300659460747e-07 3.7077308350293828e-09 -1.4711588378954081e-06 -3.1966311030373617e-06 -2.3357551460397495e-08 3.7790522042243915e-06 -2.3276666732509397e-06 1.6661701525119302e-06 -4.4982076222209878e-06 3.9360510262061631e-06
leaf_weight=192 20 21 30 21 21 38 20 20 23 21 21 61 37 26 20 25 28 38 29 23 32 1935 35 25 120 29 23 140 23 24
leaf_count=192 20 21 30 21 21 38 20 20 23 21 21 61 37 26 20 25 28 38 29 23 32 1935 35 25 120 29 23 140 23 24
internal_value=0 3.21563e-08 -4.19899e-07 1.3573e-08 -5.75103e-07 1.47774e-06 -2.59374e-06 2.49267e-07 3.89635e-08 2.72502e-08 -6.98453e-07 -1.35121e-06 5.56173e-08 3.28952e-08 -1.44073e-06 5.94574e-08 3.98702e-08 5.75854e-08 3.56067e-08 6.33433e-08 -1.06249e-06 3.95462e-08 6.51197e-08 -3.71129e-08 5.73688e-07 7.73046e-07 5.08882e-07 7.21392e-07 -7.06375e-08 6.36544e-07
internal_weight=0 2899 222 2878 119 59 60 40 2759 2738 103 82 2635 2598 46 2552 2527 2499 2476 2415 61 2392 2354 1960 394 359 330 307 167 144
internal_count=3121 2899 222 2878 119 59 60 40 2759 2738 103 82 2635 2598 46 2552 2527 2499 2476 2415 61 2392 2354 1960 394 359 330 307 167 144
is_linear=0
shrinkage=0.1


Tree=7244
num_leaves=31
num_cat=0
split_feature=1 9 10 34 13 47 10 1 47 47 12 13 13 2 2 151 475 16 3 2 51 12 150 13 12 402 42 12 157 0
split_gain=4.84228e-09 4.31431e-09 4.75471e-09 2.12651e-08 4.54442e-09 1.71495e-08 7.35763e-08 5.81869e-08 1.97249e-08 1.90515e-08 1.48075e-08 2.94844e-08 1.58228e-08 3.18252e-08 7.87439e-08 6.16244e-08 4.45132e-08 9.34434e-08 1.33594e-07 3.74772e-08 3.44069e-08 3.83216e-08 1.82087e-08 1.44551e-08 1.72181e-08 2.6873e-08 2.53329e-08 1.99196e-08 2.01929e-08 2.54646e-08
threshold=0.16773500000000005 -0.092939999999999981 0.053330000000000009 -0.010024999999999997 -0.0034749999999999994 0.094160000000000008 -1.0000000180025095e-35 0.093205000000000024 0.10648500000000001 0.086785000000000015 -0.010834999999999999 0.0076650000000000008 0.0061450000000000003 0.11263500000000001 0.10644500000000001 -0.0096649999999999982 -0.024084999999999999 -0.018494999999999998 0.086245000000000016 0.11747 0.089355000000000004 0.08401500000000002 0.084120000000000014 0.021350000000000004 0.090345000000000023 0.088090000000000016 -0.088249999999999981 0.091840000000000019 -0.04831499999999999 -0.080434999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6 -7 -9 10 11 -8 13 14 15 22 -17 20 -19 -15 21 -18 -12 -14 25 26 -25 -26 -29 -30
right_child=-2 2 3 -5 5 7 9 8 -10 -11 12 -13 23 19 -16 16 17 18 -20 -21 -22 -23 -24 24 27 -27 -28 28 29 -31
leaf_value=1.4747107229595714e-06 -1.4456211513037409e-06 -6.3973253427135122e-08 -3.2854253032363213e-06 5.1355866728000562e-07 -5.0904173130456246e-06 5.1308541375287106e-06 -4.5090574928963177e-06 -2.7468937622643356e-06 8.6473962169513421e-07 3.1887117775871356e-06 -8.8127748629686123e-07 2.5654730285856891e-07 -2.1795116437446767e-06 -4.7806926301875919e-06 5.8454612712921518e-06 -2.2760254609991159e-06 -3.864387230123612e-06 1.0993352007441597e-05 5.4817728232592342e-07 6.5602833814182311e-07 3.4291411652482624e-06 7.4179105458575609e-07 -4.6964471287289848e-06 2.5148349449033922e-06 3.3174054072498459e-06 -4.3847851611644733e-06 -1.4169167341430711e-06 -1.9402357852383929e-06 -1.0273374366051665e-06 1.3783640747511824e-06
leaf_weight=20 23 2064 23 41 27 30 20 20 62 21 29 37 33 21 32 29 24 24 25 32 31 73 22 23 22 20 57 38 66 132
leaf_count=20 23 2064 23 41 27 30 20 20 62 21 29 37 33 21 32 29 24 24 25 32 31 73 22 23 22 20 57 38 66 132
internal_value=0 1.07338e-08 1.22126e-09 -8.51701e-07 1.93324e-08 2.00325e-07 4.49965e-08 1.36251e-06 -1.61466e-08 2.15966e-07 1.36944e-07 -1.41559e-06 2.57673e-07 7.54454e-07 1.16756e-06 5.85098e-07 1.35558e-06 1.95059e-06 5.66418e-06 -1.49814e-06 5.28975e-07 -3.97882e-07 -2.52704e-06 -1.76851e-07 7.75138e-09 -1.10619e-06 -2.86538e-07 4.39511e-07 1.71232e-07 5.76464e-07
internal_weight=0 3098 3078 64 3014 950 838 112 82 811 790 57 733 342 289 257 206 177 49 53 128 97 51 391 358 100 80 258 236 198
internal_count=3121 3098 3078 64 3014 950 838 112 82 811 790 57 733 342 289 257 206 177 49 53 128 97 51 391 358 100 80 258 236 198
is_linear=0
shrinkage=0.1


Tree=7245
num_leaves=31
num_cat=0
split_feature=130 1 1206 1210 1212 401 132 132 1203 39 33 2 47 47 47 1453 16 43 10 3 151 2 150 15 49 447 1212 16 16 402
split_gain=5.33357e-09 8.69281e-09 4.14886e-09 7.90164e-09 4.33644e-09 9.6182e-09 4.22973e-09 1.25683e-08 1.10436e-08 4.62578e-09 1.96449e-08 1.17523e-08 6.12671e-09 5.53751e-08 4.38882e-08 1.26501e-08 1.39229e-08 7.7503e-09 6.75892e-09 1.06193e-08 7.33696e-09 3.18095e-08 7.32548e-08 1.37066e-08 2.17833e-08 1.17605e-08 6.1684e-09 7.17155e-08 1.01658e-07 7.07781e-08
threshold=-0.23123999999999997 0.16540500000000002 1.0000000180025095e-35 0.24726500000000004 -0.47386499999999993 0.13607500000000003 -0.083449999999999983 -0.076764999999999986 0.089480000000000018 -1.0000000180025095e-35 -0.009184999999999997 0.097605000000000011 0.094160000000000008 0.09717000000000002 0.090100000000000013 -1.0000000180025095e-35 0.51222500000000004 0.0047850000000000011 -0.084119999999999986 -0.010424999999999999 -0.10737499999999998 0.087015000000000023 0.10874500000000002 -0.016799999999999995 0.15266500000000002 0.094580000000000011 -0.089544999999999986 -0.092484999999999984 -0.083539999999999989 0.23460000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -6 11 -11 -9 14 -14 18 -15 17 -17 19 -12 21 -20 23 24 -23 26 27 -22 -29 -28
right_child=1 -3 -4 -5 5 -7 7 9 -10 10 12 -13 13 15 -16 16 -18 -19 20 -21 25 22 -24 -25 -26 -27 29 28 -30 -31
leaf_value=1.5171830464959899e-06 -1.1970837241885118e-06 -1.7977443340660777e-06 -1.4311507993625128e-06 1.7843744753918146e-06 -2.0178150820014408e-07 2.0482886433772205e-06 2.3066061421180469e-06 2.8461456298600755e-06 -2.6734649335935504e-06 -2.5546771424463565e-06 -2.3484856934842495e-07 -2.2590048626046736e-07 4.9524994481089379e-06 2.4351287214585685e-06 -3.6004446689516687e-06 2.4967704383616183e-07 -2.6418025223999091e-06 -1.8178455610495804e-06 -2.3801715723266171e-06 2.321809967931188e-06 -3.7899348778106894e-06 -3.572570051062485e-06 6.2472143799823243e-06 1.9579096704633449e-06 9.3993128797117853e-07 -2.2078778865761706e-06 -8.6013375404902373e-10 8.4900855557634711e-06 -2.7890798865206683e-07 -5.8362265614656888e-06
leaf_weight=23 30 27 20 25 188 23 24 20 20 30 33 33 25 20 34 194 21 20 25 32 24 20 25 21 23 25 2036 20 39 21
leaf_count=23 30 27 20 25 188 23 24 20 20 30 33 33 25 20 34 194 21 20 25 32 24 20 25 21 23 25 2036 20 39 21
internal_value=0 -1.12672e-08 4.43935e-09 1.385e-08 -7.7763e-10 1.12014e-08 -4.5581e-09 2.81566e-08 -4.39443e-07 8.20665e-09 -1.00349e-08 9.33362e-07 1.86857e-08 4.61134e-07 -3.34109e-08 2.08045e-08 -1.8467e-07 5.64506e-08 1.83294e-08 1.02381e-06 -1.03483e-08 7.71572e-07 1.65689e-06 -1.36201e-07 -1.15891e-06 -5.15211e-08 -2.633e-08 8.18866e-07 2.69363e-06 -6.04336e-08
internal_weight=0 3098 3071 3051 3026 2996 2973 2765 208 2741 2688 53 2658 280 2378 255 235 214 2344 65 2279 114 89 64 43 2165 2140 83 59 2057
internal_count=3121 3098 3071 3051 3026 2996 2973 2765 208 2741 2688 53 2658 280 2378 255 235 214 2344 65 2279 114 89 64 43 2165 2140 83 59 2057
is_linear=0
shrinkage=0.1


Tree=7246
num_leaves=31
num_cat=0
split_feature=402 1212 402 1213 1211 1211 1185 401 52 133 15 402 1200 1203 133 402 1208 403 1210 1213 128 1213 403 403 133 1212 43 15 1453 12
split_gain=5.23452e-09 7.74746e-09 7.27916e-09 5.92828e-09 9.12623e-09 1.13753e-08 6.05789e-09 6.19365e-09 3.91501e-08 1.60959e-08 2.11157e-08 5.30853e-09 4.83223e-09 7.11875e-09 5.69023e-09 9.41093e-09 3.08115e-08 5.21779e-09 1.00798e-08 8.85196e-09 7.63388e-09 7.37032e-09 7.49406e-09 1.37807e-08 4.97062e-08 2.07923e-08 5.14718e-08 2.38266e-08 2.22228e-08 1.26725e-08
threshold=0.31278000000000006 0.15049500000000002 0.13628000000000004 0.51258500000000007 0.12162000000000002 0.11191500000000001 -0.10973499999999999 -1.0000000180025095e-35 0.10263500000000002 0.50628500000000021 -0.049819999999999996 0.12389500000000002 0.089190000000000005 0.094640000000000016 0.41553500000000004 -0.12951499999999996 0.094315000000000024 -0.55276999999999987 -0.094799999999999982 0.12955000000000003 0.11876500000000001 0.10050000000000002 -0.090774999999999981 -0.085729999999999987 -0.0084449999999999994 0.087505000000000013 -0.011694999999999999 0.088495000000000018 -0.15270999999999998 0.089300000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8 11 -11 12 13 14 15 -9 17 -17 -19 20 21 22 29 24 -24 28 -27 -28 -25 -20
right_child=-2 -3 -4 -5 -6 -7 7 9 -10 10 -12 -13 -14 -15 -16 16 -18 18 19 -21 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=-1.7611948987905635e-06 1.5734864951983108e-06 -1.9248874802239397e-06 1.4363152760259775e-06 1.6602806335001896e-06 -1.8911690473872184e-06 2.2058251157313467e-06 1.3178608755439317e-06 -1.6260459766012249e-06 -4.0008865908021113e-06 -5.1775505144611271e-07 3.7456396862230927e-06 -1.4474216068440282e-06 1.3721535460717861e-06 -1.7763759012229024e-06 -1.5761855227379862e-06 -1.5412667876675686e-06 3.5914248409577947e-06 2.2416525939661372e-06 1.6204584359241236e-06 -2.0093246229697055e-06 1.5400536222287544e-06 -1.8797900685014958e-06 4.8739933211956145e-07 -3.3746815392987626e-06 -5.4711600097808368e-06 5.5773807577244721e-06 1.4573136994792886e-06 -2.8068916981283114e-06 -2.6705488754109816e-08 -3.153814139932726e-07
leaf_weight=20 21 21 35 21 26 23 31 35 25 21 26 26 25 23 23 22 24 20 73 22 32 21 42 20 21 23 38 20 2278 63
leaf_count=20 21 21 35 21 26 23 31 35 25 21 26 26 25 23 23 22 24 20 73 22 32 21 42 20 21 23 38 20 2278 63
internal_value=0 -1.06574e-08 2.39837e-09 -1.40888e-08 -2.57203e-08 -9.53685e-09 -2.66698e-08 -1.49262e-08 -1.05658e-06 5.20236e-09 1.84072e-06 -2.50569e-08 -1.19661e-08 -2.43244e-08 -9.81331e-09 3.26823e-09 2.42414e-08 -7.52574e-09 5.09764e-09 -1.17629e-08 4.94036e-09 -1.39606e-08 1.23815e-09 -3.89977e-08 -1.49879e-06 -3.40013e-10 1.57432e-06 -1.3102e-08 -5.58437e-08 7.23709e-07
internal_weight=0 3100 3079 3044 3023 2997 2974 2954 56 2898 47 2851 2825 2800 2777 2754 2719 2695 2673 2653 2631 2599 2578 2442 63 2379 81 58 2298 136
internal_count=3121 3100 3079 3044 3023 2997 2974 2954 56 2898 47 2851 2825 2800 2777 2754 2719 2695 2673 2653 2631 2599 2578 2442 63 2379 81 58 2298 136
is_linear=0
shrinkage=0.1


Tree=7247
num_leaves=31
num_cat=0
split_feature=130 40 42 47 47 47 1453 16 159 131 1209 1208 0 124 132 1203 1185 50 1209 1208 403 15 403 13 403 47 48 48 401 1427
split_gain=4.2827e-09 7.3181e-09 6.79029e-09 4.60723e-09 3.70699e-08 2.92485e-08 9.28423e-09 1.215e-08 8.65241e-09 7.50589e-09 7.86284e-09 7.65996e-09 7.21705e-09 6.48129e-09 6.37109e-09 1.56183e-07 8.24108e-08 2.26242e-08 7.37512e-09 9.07348e-09 1.52674e-08 5.10844e-08 9.17826e-09 2.2235e-08 9.43625e-09 9.86442e-09 8.98074e-09 1.46456e-08 8.87214e-09 8.0183e-09
threshold=-0.23123999999999997 -0.24290999999999999 0.15021500000000002 0.092710000000000015 0.09585500000000001 0.09055500000000001 -1.0000000180025095e-35 0.51222500000000004 0.085035000000000013 0.13767000000000004 0.14268500000000003 0.11253500000000001 -0.060129999999999996 0.10281000000000001 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.087730000000000016 0.10819500000000001 0.092250000000000013 -0.5335399999999999 0.087575000000000014 -0.44023999999999991 -0.067719999999999989 -0.34918499999999997 0.087235000000000021 0.12879500000000002 0.10866500000000003 0.13274500000000003 0.086555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 9 -6 8 12 10 11 13 -8 14 15 17 -16 -3 19 20 21 -18 23 -22 -24 26 27 28 29 -26
right_child=1 2 -4 4 6 -7 7 -9 -10 -11 -12 -13 -14 -15 16 -17 18 -19 -20 -21 22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.3595280549647828e-06 -1.9167744324022352e-06 4.2796590567680445e-09 1.5252586830025269e-06 -4.3308924719295566e-06 1.9479582782705185e-06 3.8406434617854758e-06 4.5857176011128135e-08 -2.2089997691361015e-06 1.880940396600553e-06 -1.7964475726666539e-06 1.9931525253014115e-06 -1.946730018858034e-06 -1.475069610644307e-06 1.689049578168994e-06 -6.4327397808483511e-06 8.9143190211871119e-06 -1.5122500451031121e-06 -3.5092054152604157e-06 1.9253068830948907e-06 -1.9796324819332728e-06 -3.8229533510318674e-06 5.1526735976791396e-06 1.6151642070225434e-06 5.5198048016791294e-07 -1.1287968005675585e-08 -1.9166572891899029e-06 -2.0517382879569641e-06 2.6542906263265259e-06 -1.9113345345544986e-06 1.1427424136590777e-06
leaf_weight=23 20 144 29 22 21 20 199 28 22 23 20 20 37 23 20 20 23 21 20 23 21 23 36 26 2082 27 21 21 24 62
leaf_count=23 20 144 29 22 21 20 199 28 22 23 20 20 37 23 20 20 23 21 20 23 21 23 36 26 2082 27 21 21 24 62
internal_value=0 -1.00946e-08 2.29448e-09 -1.21909e-08 -3.65641e-07 3.05609e-08 -8.14859e-08 -2.30501e-07 -1.57803e-08 2.3381e-09 1.77927e-08 2.92364e-09 -1.92593e-07 1.77105e-08 3.00481e-09 5.68699e-07 -4.00802e-08 -4.42891e-07 1.2993e-08 -3.01637e-09 1.61984e-08 1.82021e-06 -1.95708e-08 -1.40278e-06 9.03045e-09 -1.6817e-08 6.39369e-09 2.61382e-08 6.8102e-10 2.20842e-08
internal_weight=0 3098 3078 3049 329 2720 307 286 258 2700 2677 2657 236 2637 2614 185 2429 165 2409 2389 2366 46 2320 47 2273 2237 2210 2189 2168 2144
internal_count=3121 3098 3078 3049 329 2720 307 286 258 2700 2677 2657 236 2637 2614 185 2429 165 2409 2389 2366 46 2320 47 2273 2237 2210 2189 2168 2144
is_linear=0
shrinkage=0.1


Tree=7248
num_leaves=31
num_cat=0
split_feature=402 1212 401 1212 1212 1211 1208 1208 1209 42 1209 401 0 1210 1212 1210 3 42 1209 403 1209 1213 1213 133 1212 402 402 391 130 129
split_gain=4.9561e-09 6.23561e-09 6.43226e-09 5.13867e-09 7.68727e-09 1.2622e-08 5.30899e-09 1.00653e-08 7.78214e-09 4.73549e-08 8.22584e-09 9.51135e-09 3.68937e-08 1.66569e-08 7.91329e-09 6.53909e-08 6.04492e-08 8.61522e-09 6.52669e-09 2.04169e-08 9.59372e-09 5.82383e-09 1.70962e-08 1.66695e-08 1.15319e-08 7.81229e-09 1.42797e-08 2.24913e-08 1.25383e-08 9.81052e-09
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 0.13613500000000003 0.11796000000000001 0.11301500000000002 0.11531000000000001 0.10233500000000001 -0.084519999999999984 0.087505000000000013 -0.067109999999999989 -1.0000000180025095e-35 -0.072894999999999988 0.014175000000000002 -0.089544999999999986 -0.097479999999999983 -0.078724999999999976 0.084535000000000013 0.087485000000000021 -0.085079999999999975 0.086040000000000019 -0.087049999999999975 -0.085284999999999986 -0.012979999999999998 0.08401500000000002 0.11174500000000002 0.10686000000000002 -0.088134999999999977 0.13302000000000003 -0.075474999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 -1 -10 12 -12 14 16 -16 17 -13 20 -20 21 23 -23 24 -17 26 27 -24 29 -29
right_child=-2 -3 -4 -5 -6 -7 -8 -9 10 -11 11 13 -14 -15 15 18 -18 -19 19 -21 -22 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=1.7329787134748095e-06 1.5310680845730185e-06 -1.7277023051151664e-06 1.6320523274752458e-06 1.5474298883028886e-06 -1.5174595245405404e-06 2.3283034549778045e-06 -1.5367567634118882e-06 1.7808696175199012e-06 1.8347558201033584e-06 -4.3625439047900727e-06 9.5222627750456111e-07 -2.1730230486127766e-06 -4.2701843237106608e-06 2.8768379392829503e-06 -5.4783298927738791e-06 9.7591622407991166e-07 5.4281140835014826e-06 2.8688859206990211e-07 3.30975393407955e-06 -7.8042934844164014e-07 -2.1542090199285928e-06 -2.9467907688740523e-06 -3.3582606261006735e-06 3.1038671334934642e-06 -2.0189567885608993e-06 -1.8875247540315536e-06 2.432638190915289e-06 2.0427010618415966e-06 2.3854387096248915e-06 -3.2507533163976085e-08
leaf_weight=26 21 21 24 21 34 23 23 31 24 25 31 24 24 20 22 36 22 35 23 26 21 20 20 23 20 22 24 23 22 2390
leaf_count=26 21 21 24 21 34 23 23 31 24 25 31 24 24 20 22 36 22 35 23 26 21 20 20 23 20 22 24 23 22 2390
internal_value=0 -1.03714e-08 1.34148e-09 -1.14693e-08 -2.22593e-08 -5.31374e-09 -2.3343e-08 -1.15595e-08 -3.05692e-08 -1.25502e-06 -8.82577e-09 -2.43616e-08 -1.32664e-06 1.28308e-09 -1.94566e-08 -4.87593e-08 9.54408e-07 -7.13753e-07 -4.02131e-09 1.13945e-06 -2.53987e-08 -8.2045e-09 -3.46983e-08 8.37251e-07 -9.36813e-08 -1.14109e-08 5.23876e-09 -1.84914e-08 8.93995e-09 -1.27273e-08
internal_weight=0 3100 3079 3055 3034 3000 2977 2954 2923 51 2872 2848 55 2793 2773 2692 81 59 2670 49 2621 2600 2521 79 56 2501 2479 2455 2435 2413
internal_count=3121 3100 3079 3055 3034 3000 2977 2954 2923 51 2872 2848 55 2793 2773 2692 81 59 2670 49 2621 2600 2521 79 56 2501 2479 2455 2435 2413
is_linear=0
shrinkage=0.1


Tree=7249
num_leaves=31
num_cat=0
split_feature=40 130 12 16 12 52 2 2 1208 1208 1213 3 2 1212 402 401 16 133 402 16 403 1213 1185 403 12 1204 1203 12 42 16
split_gain=4.50496e-09 1.13714e-08 9.0272e-09 8.04447e-09 5.47526e-09 1.98054e-08 2.14034e-08 1.18556e-08 1.10152e-08 9.56307e-09 7.05463e-09 1.55979e-08 1.83723e-08 7.72918e-09 1.03443e-08 7.11941e-09 2.44427e-08 1.37783e-08 1.85731e-08 1.5822e-08 1.54575e-08 1.24973e-08 9.69774e-09 9.5454e-09 5.57417e-09 1.37774e-08 1.07375e-08 9.17653e-09 2.50119e-08 2.48973e-08
threshold=-0.24620999999999996 -0.22699999999999995 0.13043000000000002 -0.082179999999999989 0.11351500000000002 0.10263500000000002 0.10527500000000002 0.090675000000000019 0.11846000000000001 0.10683000000000002 0.15253500000000003 -0.077354999999999993 0.084245000000000014 0.13631000000000001 0.13628000000000004 -0.06959499999999999 -0.072359999999999994 0.51114000000000004 -0.10770499999999998 -0.080344999999999986 -0.55157999999999985 0.10336000000000002 -0.091084999999999985 -0.42244999999999994 0.110195 0.057120000000000011 -1.0000000180025095e-35 0.094580000000000011 -0.095859999999999987 0.38525000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 8 6 7 -6 9 10 13 12 -12 14 15 16 -3 18 19 -17 -20 22 -22 -24 25 26 -25 -28 -29 -30
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 17 -18 -19 20 -21 21 -23 23 24 -26 -27 27 28 29 -31
leaf_value=1.4960116534012969e-06 -2.2750683126172467e-06 -1.5821061799670136e-06 2.5911758184520297e-06 2.42515295322424e-07 4.8412678855432511e-08 -3.4738462610610966e-06 2.0468276664858778e-06 -2.9692747454606909e-06 2.1877430833189032e-06 -2.0403322937652222e-06 2.4480738409238261e-06 3.201968004873379e-06 -1.3715863594691602e-06 -1.9777684974542357e-06 1.6792426347617744e-06 -2.5780264422792243e-07 2.9018777761467069e-06 -1.9924158076870907e-06 -2.6986143335637861e-06 3.3982706805420156e-06 2.0764752365080727e-06 -2.1767754644854536e-06 1.6839805113022523e-06 2.0139134599048702e-06 1.3748810673590655e-06 -2.620256119761117e-06 1.0609853558139274e-08 1.6567361823642082e-06 -1.6052010752274761e-06 2.4362028024227563e-07
leaf_weight=20 22 20 25 35 30 21 31 23 23 23 20 22 34 20 36 20 31 36 22 29 22 27 32 25 27 21 2075 45 183 121
leaf_count=20 22 20 25 35 30 21 31 23 23 23 20 22 34 20 36 20 31 36 22 29 22 27 32 25 27 21 2075 45 183 121
internal_value=0 -9.64724e-09 6.53959e-09 1.22112e-06 -1.75992e-08 -7.27048e-07 -4.03486e-08 -1.26115e-06 7.96432e-09 -9.3774e-09 6.90989e-09 9.57511e-07 4.31026e-08 -1.89661e-08 -4.83329e-09 -2.69922e-08 1.14345e-06 -4.92241e-08 -2.28161e-08 1.906e-06 -5.91667e-08 -3.66424e-08 -1.3991e-08 -3.21762e-08 -5.41694e-08 -6.97906e-08 -4.79205e-08 -6.91853e-08 -5.43612e-07 -8.69322e-07
internal_weight=0 3101 3079 60 3019 105 84 53 2914 2891 2868 76 54 2792 2772 2736 51 2685 2649 49 2600 2578 2551 2529 2497 2470 2449 2424 349 304
internal_count=3121 3101 3079 60 3019 105 84 53 2914 2891 2868 76 54 2792 2772 2736 51 2685 2649 49 2600 2578 2551 2529 2497 2470 2449 2424 349 304
is_linear=0
shrinkage=0.1


Tree=7250
num_leaves=31
num_cat=0
split_feature=130 1 1373 1374 1375 42 150 147 16 1348 456 49 150 150 151 151 151 0 1446 1444 52 50 482 52 159 52 1 12 479 479
split_gain=4.56944e-09 7.21677e-09 4.35492e-09 1.26616e-08 7.04481e-09 1.01375e-07 7.25642e-09 1.02399e-08 1.86206e-08 8.76652e-09 6.24379e-09 8.78599e-09 8.43776e-09 2.34344e-08 2.29366e-08 6.51396e-09 1.04355e-08 8.0061e-09 6.37906e-09 1.72199e-08 5.74079e-09 1.36125e-08 9.28473e-09 7.81163e-09 6.406e-09 9.71913e-09 1.14856e-07 8.48675e-08 9.25995e-09 2.16087e-08
threshold=-0.23123999999999997 0.16540500000000002 -1.0000000180025095e-35 -0.22591999999999998 -0.090674999999999992 0.083995000000000014 0.12706500000000001 0.097985000000000017 -0.016164999999999995 0.088590000000000016 0.091580000000000009 -0.0087049999999999992 0.10699000000000002 0.102565 -0.080234999999999987 0.11088000000000002 0.087340000000000015 -0.24955499999999997 -0.09143999999999998 -0.086359999999999992 0.51734000000000002 0.11368500000000002 0.12068500000000001 0.51307000000000014 -0.46628499999999995 0.40411000000000002 0.092945000000000014 0.092755000000000018 0.098570000000000005 0.077560000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 9 -9 10 12 -12 13 15 -14 16 17 -6 -19 -20 22 -22 23 24 -21 28 27 -27 29 -26
right_child=1 -3 3 4 6 -7 -8 8 -10 -11 11 -13 14 -15 -16 -17 -18 18 19 20 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=1.4043077301365607e-06 -1.3105637590342669e-06 -1.6381757017437918e-06 2.4616701434102391e-06 3.2041653071246403e-06 1.8870136198178114e-06 -5.7143643152812735e-06 1.3727462204863118e-06 -3.5581456045137701e-06 6.5780631302914122e-07 2.010761446316875e-06 4.9633783779275599e-08 2.5517430323727401e-06 8.5706264011757105e-07 3.4190365386166374e-06 -3.5148763184148872e-06 1.6237900008301649e-06 -2.1519695841878114e-06 -1.7242635997469983e-06 2.7716912551444363e-06 -1.7978550704356168e-06 -2.6213526991471428e-06 3.5611127018723089e-07 2.1314581533715683e-06 -1.907784259845936e-06 -1.7436361661119374e-08 8.8431988797310633e-06 -4.998908625099473e-06 3.1421579771111806e-07 1.96285605041972e-06 -2.5563845657844097e-06
leaf_weight=23 25 27 21 26 22 25 39 22 20 22 36 23 24 20 24 24 23 22 22 20 28 34 20 22 2381 20 21 28 23 34
leaf_count=23 25 27 21 26 22 25 39 22 20 22 36 23 24 20 24 24 23 22 22 20 28 34 20 22 2381 20 21 28 23 34
internal_value=0 -1.04222e-08 3.88887e-09 1.46772e-08 -2.31017e-09 -1.16766e-06 1.7674e-08 -3.32047e-10 -1.55055e-06 2.21737e-08 6.93548e-09 1.02503e-06 -1.44257e-08 8.40173e-09 -1.32891e-06 -1.64571e-08 -3.09299e-08 -1.28417e-08 -2.84667e-08 -1.44043e-08 -3.77011e-08 -9.8855e-07 -1.47535e-08 -3.15931e-08 -1.5259e-08 -1.03806e-09 1.16935e-06 3.86796e-06 -3.41622e-08 -5.31814e-08
internal_weight=0 3098 3071 3046 3025 51 2974 2935 42 2893 2871 59 2812 2764 48 2744 2720 2697 2675 2653 2631 62 2569 2549 2527 2507 69 48 2438 2415
internal_count=3121 3098 3071 3046 3025 51 2974 2935 42 2893 2871 59 2812 2764 48 2744 2720 2697 2675 2653 2631 62 2569 2549 2527 2507 69 48 2438 2415
is_linear=0
shrinkage=0.1


Tree=7251
num_leaves=31
num_cat=0
split_feature=401 1210 1210 1208 1208 403 484 481 43 52 403 43 13 50 52 1 132 402 1203 400 132 400 403 1210 1210 43 1 3 0 394
split_gain=4.09654e-09 6.18111e-09 4.20934e-09 4.86009e-09 6.05295e-09 4.79496e-09 2.99198e-08 7.38432e-08 2.62182e-08 5.38014e-08 1.256e-08 1.2514e-08 2.37344e-08 1.82097e-08 9.68129e-09 1.43138e-08 1.67708e-08 1.20725e-08 1.41221e-08 8.34786e-09 1.2458e-07 1.26332e-07 1.02132e-08 4.50304e-08 4.45565e-08 2.20176e-08 2.20954e-08 8.51245e-09 1.13662e-08 6.25204e-09
threshold=0.13837000000000002 -0.38516499999999992 -0.12043 0.11846000000000001 0.10480500000000002 -0.084339999999999984 -0.081614999999999979 -0.081614999999999979 0.055925000000000009 0.10611000000000001 -0.083444999999999991 -0.0017249999999999998 -0.086919999999999983 0.089995000000000019 -0.092399999999999982 0.078340000000000007 0.11503500000000001 -0.092414999999999983 0.084545000000000009 -0.077004999999999976 -0.083284999999999984 -0.082339999999999983 -0.0047449999999999992 -0.064799999999999983 -0.07692499999999998 0.05259500000000001 0.088135000000000005 -0.089089999999999989 -0.083389999999999978 -0.10198999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 9 11 -7 12 -9 14 -14 16 17 -16 -19 20 21 -12 24 -24 -21 26 27 -26 -29 -25
right_child=-2 2 3 -5 -6 10 7 8 -10 -11 19 -13 13 -15 15 -17 -18 18 -20 22 -22 -23 23 29 25 -27 -28 28 -30 -31
leaf_value=1.3707151028387617e-06 -1.3919901415907329e-06 -1.2257244049708658e-06 -3.1810046236743171e-06 1.4869432851066284e-06 -1.7386824703180536e-06 -2.5399833270967066e-06 6.0269685115560177e-06 3.334843237163503e-06 3.1260804494844966e-06 -3.7123352885575718e-06 -2.3384729670565492e-06 -1.7198625418866588e-06 2.0966161935120909e-06 3.0098544977425432e-06 -1.9874786858053997e-06 -2.3541481177155086e-06 2.6367412433698877e-06 -2.7688411741850085e-07 2.6246582274325194e-06 5.1940464490485282e-06 -6.210909294693544e-06 8.1474982124518643e-06 -4.2673803886259527e-06 -1.3883458445107522e-06 1.4368711372998615e-06 -1.9450448142969119e-06 3.1854314327972593e-06 8.176089285489466e-07 -2.2341872618898589e-06 1.9242500664004703e-08
leaf_weight=33 21 28 23 22 20 20 23 28 28 36 27 26 20 22 32 27 23 104 20 20 29 20 25 32 26 37 30 23 26 2270
leaf_count=33 21 28 23 22 20 20 23 28 28 36 27 26 20 22 32 27 23 104 20 20 29 20 25 32 26 37 30 23 26 2270
internal_value=0 9.4197e-09 -5.22743e-09 6.01769e-09 -4.78123e-09 6.78968e-09 3.23623e-07 5.30837e-07 1.85452e-07 -5.81503e-08 -4.37075e-08 3.77448e-07 5.75021e-07 2.63428e-07 -3.92358e-09 -2.07859e-07 1.15882e-07 -2.55783e-07 1.91107e-07 -2.42434e-08 -1.05665e-06 2.12364e-06 7.28039e-09 -4.61672e-08 7.75012e-07 1.52613e-07 8.91788e-07 -2.56695e-08 -8.01711e-07 -3.24323e-10
internal_weight=0 3100 3067 3039 3017 2997 412 389 366 338 2585 302 276 248 226 206 179 156 124 2565 76 47 2489 2327 162 142 105 75 49 2302
internal_count=3121 3100 3067 3039 3017 2997 412 389 366 338 2585 302 276 248 226 206 179 156 124 2565 76 47 2489 2327 162 142 105 75 49 2302
is_linear=0
shrinkage=0.1


Tree=7252
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1212 3 4 1212 0 1186 1183 12 1210 1210 1429 157 43 12 13 15 43 160 12 3 42 42 483 484 159 12 4
split_gain=4.41215e-09 1.68575e-08 1.06221e-08 4.6961e-09 1.74838e-08 1.56392e-08 1.40889e-08 7.47753e-09 5.01077e-09 8.01031e-09 6.13002e-09 2.39881e-08 2.50188e-08 1.84716e-08 2.00926e-08 3.13416e-08 2.89258e-08 2.86039e-08 6.09286e-08 4.11804e-08 3.43189e-08 5.82009e-08 4.60297e-08 6.36704e-08 2.80022e-08 1.9581e-08 2.26126e-08 2.83908e-08 2.30756e-08 2.89937e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10321500000000002 -0.076514999999999986 -0.078439999999999996 0.13592000000000001 -0.083674999999999986 -0.091099999999999987 -0.073809999999999973 0.09334000000000002 -0.062079999999999989 -0.00046999999999999993 -0.067934999999999982 -0.06482499999999998 -0.075574999999999989 0.093965000000000007 -0.077944999999999987 0.101845 -0.067899999999999974 0.0065900000000000012 0.096075000000000008 -0.071329999999999991 0.11934000000000002 0.095405000000000004 0.10143000000000001 -0.078424999999999981 0.10713500000000002 0.10832500000000002 -0.046564999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 8 5 7 -7 -5 -3 -10 -11 -12 -13 -14 15 -15 -16 18 24 25 21 -21 -23 -24 -18 26 -19 28 29 -28
right_child=1 3 -4 4 -6 6 -8 -9 9 10 11 12 13 14 16 -17 17 19 -20 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.7226708733594421e-07 2.8558857311942294e-06 -1.5907390354641394e-06 -2.2885901365746714e-06 -1.673079801232392e-07 3.1737868849549245e-06 4.2588305461777052e-07 -3.3276323588893325e-06 2.2471396387745388e-06 1.8562340318587065e-06 6.8193635053767634e-08 -3.3192239279742353e-06 3.3194412964121512e-06 -2.6946814584031624e-06 -7.5244438692477295e-07 -3.5303710319567472e-06 3.9380635065566006e-06 1.9019183995868201e-06 -2.0891961948722307e-06 6.2887110357223725e-06 -6.1236284997495872e-06 1.7452464606191955e-06 1.224649338945539e-08 -6.4345376708629949e-06 6.5180586776001477e-07 -1.8925472720700391e-06 -2.1475133521562385e-06 3.9899504232770206e-06 4.7876875856900372e-06 -8.5465056100828299e-07 2.0521017916053099e-07
leaf_weight=195 21 20 27 23 22 20 20 29 23 2048 25 20 30 28 27 29 41 23 20 29 28 101 32 21 37 25 35 20 54 48
leaf_count=195 21 20 27 23 22 20 20 29 23 2048 25 20 30 28 27 29 41 23 20 29 28 101 32 21 37 25 35 20 54 48
internal_value=0 3.29061e-08 -4.29658e-07 1.23076e-08 6.41292e-07 3.56954e-08 -1.45087e-06 1.17921e-06 -1.36346e-08 -2.1397e-09 -1.78481e-08 -2.79681e-07 -1.62415e-07 -2.73302e-07 -1.51828e-07 1.63395e-06 -3.39979e-07 -1.7239e-07 1.36458e-06 -5.34464e-07 -1.51516e-06 -2.01402e-06 -1.24013e-06 -3.62674e-06 1.0198e-07 4.74935e-07 8.39164e-07 1.26816e-06 7.54359e-07 1.80118e-06
internal_weight=0 2899 222 2878 114 92 40 52 2764 2744 2721 673 648 628 598 57 541 514 98 416 211 183 154 53 78 205 180 157 137 83
internal_count=3121 2899 222 2878 114 92 40 52 2764 2744 2721 673 648 628 598 57 541 514 98 416 211 183 154 53 78 205 180 157 137 83
is_linear=0
shrinkage=0.1


Tree=7253
num_leaves=31
num_cat=0
split_feature=1209 1212 1212 13 3 158 13 16 133 1213 43 1185 1212 3 1200 1213 1213 1210 12 1210 1209 43 1210 132 1203 399 401 393 1213 0
split_gain=4.42041e-09 3.94455e-09 2.32845e-08 2.10962e-08 5.26494e-08 3.74067e-08 9.70273e-09 7.69771e-09 1.49498e-08 1.4933e-08 1.09017e-08 7.58335e-09 9.82314e-09 1.62287e-08 7.57738e-09 7.60998e-09 7.24551e-08 5.06694e-08 4.0496e-08 1.17822e-08 1.13737e-08 2.16857e-08 1.99185e-08 8.57895e-09 2.94606e-08 1.68904e-08 8.8463e-09 1.11814e-08 7.29413e-09 7.73025e-08
threshold=-0.14444499999999996 0.08759500000000002 0.086920000000000011 -0.085584999999999981 -0.082234999999999989 0.10398500000000001 -0.070304999999999992 -0.069894999999999985 -0.0023199999999999996 -1.0000000180025095e-35 -0.11180499999999999 0.087545000000000026 0.058525000000000008 -0.086869999999999989 0.087860000000000008 -0.090764999999999985 -0.085284999999999986 -0.14175499999999996 0.085440000000000016 -0.065674999999999983 -0.065739999999999979 -0.022084999999999997 -0.00046999999999999993 -0.083449999999999983 0.085960000000000023 0.091580000000000009 0.09530000000000001 -1.0000000180025095e-35 0.04198000000000001 -0.086554999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 -3 6 -5 8 9 -8 -10 12 14 -14 15 18 -17 -18 -2 -19 21 -21 -22 24 -24 26 27 -25 -29 -30
right_child=1 3 -4 5 -6 -7 7 -9 10 -11 -12 -13 13 -15 -16 16 17 19 -20 20 22 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=1.4819097600593524e-06 -4.5915880669465126e-06 5.6439637859284632e-06 -2.8154004864215192e-06 2.1718445325404899e-06 -2.8052648339382811e-07 -3.9385027973722849e-06 -2.0324708154448394e-06 -1.1074982131460621e-06 2.2542280930792914e-09 1.1073338524982188e-06 2.9129283575457522e-06 -1.4989489527044285e-06 -1.7506280418556659e-07 3.4267160145227333e-06 1.5856399833300485e-06 4.8831048441873765e-06 -4.9519914206203322e-06 2.2845948644151746e-06 5.7764203791178962e-08 5.4200109451068623e-07 2.9174747578879407e-06 -3.9506222319254273e-06 -1.9503338740837049e-07 2.1983235876138248e-06 -4.056806393315998e-06 2.2923475977876253e-06 -1.5143757196530063e-06 -5.0188228606610512e-08 5.5202318310243472e-06 -1.6585543471592246e-06
leaf_weight=20 23 24 30 25 40 23 33 42 22 28 31 34 29 22 29 30 21 22 101 22 23 21 140 23 23 32 39 2105 24 40
leaf_count=20 23 24 30 25 40 23 33 42 22 28 31 34 29 22 29 30 21 22 101 22 23 21 140 23 23 32 39 2105 24 40
internal_value=0 -9.55276e-09 -4.42418e-08 3.57141e-07 1.94116e-06 -1.39805e-07 3.42903e-07 4.98029e-08 4.76177e-07 -5.91249e-07 1.70472e-06 -1.45826e-08 3.64366e-09 1.37865e-06 -2.21566e-08 -3.94962e-08 -2.50793e-09 -6.03258e-08 -8.04616e-07 -1.94647e-08 -3.98055e-08 -1.65207e-06 -1.1497e-08 -3.92655e-08 -7.39946e-07 1.12033e-08 -2.15159e-08 5.04499e-09 -1.82125e-08 1.03349e-06
internal_weight=0 3101 2833 268 64 204 181 156 114 61 53 2803 2769 51 2718 2689 2565 2535 124 2514 2492 43 2449 2426 163 2263 2231 2192 2169 64
internal_count=3121 3101 2833 268 64 204 181 156 114 61 53 2803 2769 51 2718 2689 2565 2535 124 2514 2492 43 2449 2426 163 2263 2231 2192 2169 64
is_linear=0
shrinkage=0.1


Tree=7254
num_leaves=31
num_cat=0
split_feature=1208 1208 132 1203 393 50 1209 1208 12 132 15 1213 42 42 403 1212 401 401 133 402 42 42 42 42 4 15 42 42 16 483
split_gain=4.44084e-09 8.29287e-09 4.0281e-09 1.14528e-07 8.0105e-08 2.11527e-08 6.00575e-09 8.85395e-09 4.80032e-09 7.42759e-09 9.19209e-09 4.56333e-09 1.72097e-08 4.69422e-08 3.26449e-08 1.01592e-08 6.15653e-09 1.59864e-08 2.07974e-08 1.09249e-08 5.08958e-09 2.91779e-08 2.81023e-08 2.59712e-08 1.64119e-08 2.0057e-08 1.9731e-08 2.09862e-08 1.06259e-08 1.50655e-08
threshold=0.12461500000000002 0.10737500000000001 -0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 0.10691500000000002 0.086590000000000014 0.11527000000000001 -0.44750499999999993 0.090325000000000003 0.091280000000000014 0.090990000000000015 0.095185000000000006 -0.50388999999999984 0.10083000000000002 -0.46360499999999999 -0.13200999999999999 0.51114000000000004 -0.10770499999999998 0.097640000000000018 0.096450000000000022 0.095885000000000012 0.099760000000000015 -0.077519999999999992 0.090455000000000021 0.10705500000000003 0.10306000000000001 0.16703000000000004 0.098395000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 8 7 11 9 -1 -11 16 14 -14 -13 -16 -4 -18 19 -19 21 22 -21 -22 25 -25 27 -26 29 -28
right_child=-2 -3 4 -5 -6 -7 -8 -9 -10 10 -12 12 13 -15 15 -17 17 18 -20 20 23 -23 -24 24 26 -27 28 -29 -30 -31
leaf_value=-1.9327454197082261e-06 -1.4853205699338902e-06 1.7880171351582529e-06 -1.4447788919369488e-06 7.4284154293092719e-06 -6.3435126429567401e-06 -3.4238124152352613e-06 1.4917683344079975e-06 -2.0524496676443959e-06 1.4269716605970949e-06 -2.7713937851915817e-07 1.9586924914640554e-06 -3.8086943220605463e-06 5.7968925852946997e-06 -5.463086803761794e-07 1.8099461181009246e-06 -6.7362221451665918e-07 2.2533535743165094e-06 1.9960787312811589e-06 -3.0926202953196481e-06 -7.0588717622972143e-08 2.9254345771992771e-06 -3.0733179990249939e-06 3.2363011170078748e-06 3.4582683269945849e-06 -1.5728252567015488e-07 -7.1989280968409742e-07 -7.5372004906577271e-07 -3.9060520107016473e-06 2.0937943252017881e-06 2.3001738877326262e-06
leaf_weight=21 20 26 30 21 20 20 27 21 21 112 22 20 20 28 40 28 31 27 22 2214 35 32 26 27 32 20 84 28 26 20
leaf_count=21 20 26 30 21 20 20 27 21 21 112 22 20 20 28 40 28 31 27 22 2214 35 32 26 27 32 20 84 28 26 20
internal_value=0 9.58502e-09 -5.45213e-09 4.09912e-07 -3.69896e-08 -3.42071e-07 7.45388e-09 -6.80315e-09 8.12713e-09 -1.84103e-07 8.99375e-08 8.59419e-09 5.73557e-07 2.09669e-06 -2.57244e-07 7.873e-07 -2.03564e-08 -4.07111e-09 -3.10592e-08 -4.86149e-09 -2.60979e-08 -7.50377e-08 -3.22052e-08 3.82694e-07 7.1837e-09 1.68033e-06 -4.06699e-07 -1.90671e-06 2.85613e-07 -1.66433e-07
internal_weight=0 3101 3075 217 2858 196 2838 2811 176 155 134 2790 136 48 88 68 2654 2624 2593 2571 2544 2272 2240 272 237 47 190 60 130 104
internal_count=3121 3101 3075 217 2858 196 2838 2811 176 155 134 2790 136 48 88 68 2654 2624 2593 2571 2544 2272 2240 272 237 47 190 60 130 104
is_linear=0
shrinkage=0.1


Tree=7255
num_leaves=31
num_cat=0
split_feature=1209 456 456 48 160 2 160 1447 1456 160 51 2 1447 160 479 483 158 484 484 159 1417 474 3 475 51 475 3 16 148 142
split_gain=3.95637e-09 3.78172e-09 7.36913e-09 5.79995e-09 5.64497e-09 3.01364e-08 8.29045e-09 7.97963e-09 2.93941e-08 2.00458e-08 4.58801e-08 3.19341e-08 1.80446e-08 7.45081e-09 9.4721e-09 5.78777e-09 1.01442e-08 7.36526e-09 9.94151e-09 7.31032e-09 6.5405e-09 6.41268e-09 1.56013e-08 1.42384e-08 6.21829e-08 3.1334e-08 1.4858e-08 1.13151e-08 7.34651e-09 1.15091e-08
threshold=-0.14444499999999996 -0.11319999999999998 -0.085409999999999986 -0.22597999999999999 -0.55323499999999981 0.083935000000000023 -0.54913999999999985 -0.085684999999999997 0.087690000000000004 -0.025879999999999997 -0.015099999999999997 0.087470000000000006 -0.084549999999999986 -0.53327999999999987 0.10061500000000002 -0.47356499999999996 0.13634500000000002 -0.23687999999999995 -0.30259499999999995 0.13642500000000002 -0.079519999999999993 -0.084054999999999977 -0.073309999999999986 -0.086279999999999982 -0.085734999999999992 -0.085444999999999979 -0.087044999999999983 0.41553500000000004 0.069020000000000012 -0.057499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6 8 9 11 -11 -8 -9 -14 15 -15 17 18 -17 20 -19 22 27 24 26 -25 -23 -22 29 -27
right_child=1 2 3 4 6 -7 7 12 -10 10 -12 -13 13 14 -16 16 -18 19 -20 -21 21 23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=1.4019690479472047e-06 -1.1873601764549408e-06 1.9145781789120521e-06 -1.6290410462199194e-06 1.613203390036233e-06 1.9964241968886025e-06 -3.8107115642560532e-06 3.7814784377587786e-06 -2.8829835245729061e-06 4.0171109157713742e-06 1.9539629397513637e-06 -4.5949271406905847e-06 -1.4615262703695667e-06 -1.5017976217925686e-06 -1.5860968035311721e-06 2.1254554634911721e-06 1.0661316935056676e-07 2.2507773522306709e-06 -1.7367419104630244e-06 2.7157839035087662e-06 -1.8500976636914857e-06 1.1911821310115137e-06 2.5529583217576149e-06 2.5472858632164815e-06 3.8545476053557309e-06 -6.0132287747668069e-06 2.2878621902713178e-06 -8.4648902998196718e-07 -1.8198890605466052e-06 1.6156706060933682e-06 -6.3397034628223094e-08
leaf_weight=20 27 20 22 20 21 21 26 22 23 20 23 21 33 23 21 40 20 22 23 22 26 20 33 21 21 21 36 24 27 2402
leaf_count=20 27 20 22 20 21 21 26 22 23 20 23 21 33 23 21 40 20 22 23 22 26 20 33 21 21 21 36 24 27 2402
internal_value=0 -9.03854e-09 1.31106e-09 -1.12185e-08 5.20297e-10 -1.1649e-06 1.64956e-08 2.49613e-09 8.26689e-07 1.13591e-08 -1.54893e-06 1.43886e-06 -3.01023e-08 -7.96357e-09 9.62976e-09 -6.34735e-09 6.82678e-09 -9.56439e-09 1.05917e-06 -3.47345e-08 -1.96806e-08 -5.32283e-09 8.59685e-07 -3.35001e-08 -1.37263e-06 8.22907e-09 3.67599e-07 -2.54132e-07 -2.47394e-08 -4.30188e-08
internal_weight=0 3101 3074 3054 3032 41 2991 2970 113 90 43 47 2857 2835 2802 2781 2758 2738 63 2675 2653 2631 83 2548 77 2471 56 50 2450 2423
internal_count=3121 3101 3074 3054 3032 41 2991 2970 113 90 43 47 2857 2835 2802 2781 2758 2738 63 2675 2653 2631 83 2548 77 2471 56 50 2450 2423
is_linear=0
shrinkage=0.1


Tree=7256
num_leaves=31
num_cat=0
split_feature=156 1425 52 12 471 1446 3 12 47 1446 4 2 16 1455 43 1455 1447 3 1456 1447 480 160 1447 4 2 2 0 1453 50 51
split_gain=3.73927e-09 6.35472e-09 4.92893e-09 1.27504e-08 6.26286e-09 6.92848e-09 1.78031e-08 2.14654e-08 3.43814e-08 6.92385e-09 6.10665e-09 2.97246e-08 9.25723e-09 6.62291e-09 2.3311e-08 1.30884e-08 9.11455e-09 1.02432e-07 4.73825e-08 3.84727e-08 1.79677e-08 1.08367e-08 9.27055e-09 6.95244e-09 1.51492e-08 2.88017e-08 1.73144e-08 8.38147e-09 1.34519e-08 1.03146e-08
threshold=0.32523500000000005 0.10129000000000002 -0.56741999999999992 0.083985000000000018 0.10338500000000002 0.092750000000000013 -0.082879999999999995 0.089505000000000015 0.07813500000000001 0.089705000000000021 -0.50690499999999983 0.095195000000000016 0.16703000000000004 -0.097209999999999977 -0.071044999999999983 -0.089344999999999994 -0.085684999999999997 -0.085784999999999986 0.085665000000000005 -0.082824999999999982 0.11471500000000003 -0.53908999999999996 0.022105000000000003 -0.17966999999999997 0.10882500000000002 0.09678500000000001 0.12500000000000003 -0.079219999999999985 -0.46943999999999991 -0.43587999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 -7 8 -8 10 11 12 -4 14 -12 -15 17 -17 -19 -18 21 -21 23 24 25 -23 -27 -25 -29 -30
right_child=-2 -3 4 -5 -6 6 7 -9 -10 -11 13 -13 -14 15 -16 16 19 18 -20 20 -22 22 -24 27 -26 26 -28 28 29 -31
leaf_value=-5.81492308397587e-07 1.3298937300901127e-06 -1.596898471689201e-06 -6.0896455644459434e-07 2.907185403557833e-06 -1.6199984012625162e-06 2.7243523446128225e-06 -4.1918024872638453e-06 1.8159785728105113e-06 1.2187428031514478e-06 -1.7958288408821817e-06 7.0752350568779682e-07 -3.0019888722815975e-06 2.3263433635375724e-06 2.4053751303654283e-06 -3.7624679600867241e-06 6.8782777031050177e-06 -3.2241639533711694e-06 9.125667370076721e-07 -5.0741351861915978e-06 -1.7016599489014317e-06 2.6912386715594042e-06 -1.3696710605870523e-06 2.1666158676225677e-06 1.6612074369763363e-06 -7.8383528931668933e-07 5.1841907866839229e-06 1.1698247016327168e-06 -2.5689172486766311e-06 2.1796072013828615e-06 -4.6513050577043535e-08
leaf_weight=22 21 25 21 20 24 33 23 36 24 22 28 36 22 23 20 22 37 39 20 37 25 20 20 29 37 22 21 21 21 2350
leaf_count=22 21 25 21 20 24 33 23 36 24 22 28 36 22 23 20 22 37 39 20 37 25 20 20 29 37 22 21 21 21 2350
internal_value=0 -9.01084e-09 3.89882e-09 1.07978e-06 -1.09997e-08 1.83382e-09 7.59631e-07 -2.15229e-08 -1.42897e-06 -2.85514e-08 -1.50091e-08 -8.82029e-07 8.92821e-07 9.52337e-09 -1.15497e-06 2.98936e-08 9.81416e-09 1.05469e-06 -1.11682e-06 -2.22444e-08 2.32689e-08 -2.6036e-09 2.21367e-08 5.12377e-09 8.22232e-07 1.76548e-06 3.22369e-06 -2.86271e-08 -4.91142e-08 -2.67963e-08
internal_weight=0 3100 3075 42 3033 3009 116 83 47 2893 2871 79 43 2792 48 2744 2721 81 59 2640 2603 2578 2541 2521 100 63 43 2421 2392 2371
internal_count=3121 3100 3075 42 3033 3009 116 83 47 2893 2871 79 43 2792 48 2744 2721 81 59 2640 2603 2578 2541 2521 100 63 43 2421 2392 2371
is_linear=0
shrinkage=0.1


Tree=7257
num_leaves=31
num_cat=0
split_feature=1208 1208 3 402 1210 131 13 0 13 402 1374 16 16 15 1212 42 1210 41 41 401 401 160 1 160 133 15 52 3 3 3
split_gain=3.57736e-09 6.7151e-09 3.90378e-09 7.86835e-08 5.99763e-08 1.89593e-08 1.63348e-08 1.16166e-08 3.5972e-08 1.11422e-08 1.13767e-08 1.23008e-08 3.38179e-08 7.58592e-08 3.92208e-08 8.18669e-08 2.88574e-08 1.66616e-08 1.76574e-08 2.32905e-08 3.97008e-08 1.63881e-08 2.4185e-08 3.21997e-08 5.56455e-08 1.9555e-08 1.47701e-08 1.4316e-08 5.00695e-08 3.03234e-08
threshold=0.12461500000000002 0.10737500000000001 -0.078724999999999976 0.23460000000000003 -0.077869999999999981 0.13602500000000003 -0.16152999999999998 0.10455500000000001 -0.033284999999999988 0.12389500000000002 0.093235000000000012 -0.097644999999999996 -0.092484999999999984 0.08517000000000001 -0.089079999999999979 0.08511500000000001 -0.12043 0.088520000000000015 0.07831500000000001 0.10711000000000001 0.090205000000000021 0.09389500000000002 0.078340000000000007 -1.0000000180025095e-35 -0.006494999999999999 0.081070000000000017 0.070205000000000017 -0.082594999999999988 -0.082334999999999978 -0.083344999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1 -6 -9 10 11 21 13 -13 15 -14 -16 18 19 20 27 22 23 26 -25 -24 -8 29 -29 -18
right_child=-2 -3 4 -5 7 -7 9 8 -10 -11 -12 12 14 -15 16 -17 17 -19 -20 -21 -22 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=-2.7126952061181607e-06 -1.3331231065194516e-06 1.6089343944258873e-06 5.5578593850214021e-06 -6.1883764006086582e-06 9.9710029285912858e-08 3.0311467219235057e-06 -1.4521901637939058e-06 -4.7457708376441587e-06 6.9388609943181963e-07 -1.9390467256622891e-06 -2.2025181648211361e-06 4.5613317759103453e-07 -1.1832668803890557e-06 -7.2322392432917183e-06 -3.8483447997350591e-06 7.6567375654690298e-06 2.230611572045301e-08 -2.8121632415908003e-06 2.5109590784008369e-06 3.2712225647845205e-06 -4.1140658671186736e-06 -1.4720996793746436e-06 6.2935841550934472e-07 4.2127044442471135e-07 7.0986772239113917e-06 -2.620583271332559e-06 1.6713812001620594e-06 -4.9117351300083103e-06 -2.0446231999019495e-07 2.2659731359908622e-06
leaf_weight=23 20 26 20 21 1279 20 24 20 31 30 23 33 22 21 20 20 822 21 28 21 24 31 81 24 26 24 41 25 235 65
leaf_count=23 20 26 20 21 1279 20 24 20 31 30 23 33 22 21 20 20 822 21 28 21 24 31 81 24 26 24 41 25 235 65
internal_value=0 8.59762e-09 -4.93368e-09 -1.0461e-07 1.22431e-07 -2.96341e-08 -6.59854e-08 4.06949e-08 -1.43931e-06 -2.93362e-08 5.79026e-09 3.73768e-08 -8.1575e-08 -2.53379e-06 2.00517e-08 3.02626e-06 -8.00757e-08 -1.93462e-08 2.87269e-08 -2.95806e-08 -8.87752e-08 6.80475e-07 9.83792e-07 1.98565e-06 3.89352e-06 -1.13485e-07 5.18063e-07 -4.54938e-09 -6.57085e-07 1.86724e-07
internal_weight=0 3101 3075 1725 1350 1704 1684 1330 51 1661 1631 1608 1357 54 1303 42 1261 1241 1220 1192 1171 251 220 115 50 105 65 1147 260 887
internal_count=3121 3101 3075 1725 1350 1704 1684 1330 51 1661 1631 1608 1357 54 1303 42 1261 1241 1220 1192 1171 251 220 115 50 105 65 1147 260 887
is_linear=0
shrinkage=0.1


Tree=7258
num_leaves=31
num_cat=0
split_feature=1209 40 130 130 132 50 1185 1203 401 1209 42 403 0 2 403 1212 1210 402 401 391 128 1184 400 402 1210 130 130 0 42 4
split_gain=5.23299e-09 3.96374e-09 1.23453e-08 6.36381e-09 3.92836e-09 1.02531e-07 6.92637e-08 2.16541e-08 4.76002e-09 5.99441e-09 4.05525e-08 8.11833e-09 3.29774e-08 2.59041e-08 1.26041e-08 5.75206e-09 5.48401e-08 4.71393e-08 8.53532e-09 1.82073e-08 8.17539e-09 6.52742e-09 6.26729e-09 1.70941e-08 8.05182e-09 6.29109e-09 1.37158e-08 1.09259e-08 1.16116e-08 5.86794e-09
threshold=-0.14444499999999996 -0.24620999999999996 -0.22699999999999995 -0.14845499999999998 -0.083284999999999984 0.10450500000000001 -0.087384999999999977 0.089480000000000018 0.13699500000000003 -0.084519999999999984 0.087505000000000013 -0.5335399999999999 -0.086234999999999992 0.084755000000000011 -0.52336499999999997 -0.089544999999999986 -0.13847499999999999 0.13174500000000003 0.10632500000000002 -0.087114999999999984 0.11876500000000001 0.086750000000000008 -0.077734999999999985 -0.092414999999999983 0.014175000000000002 -0.0087099999999999973 -0.0024349999999999992 -0.079829999999999998 -0.085499999999999979 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -6 -5 9 10 -8 12 -11 -14 -13 17 -17 -16 19 -18 21 22 23 -21 25 27 -27 28 -24 -28
right_child=1 2 3 4 6 -7 8 -9 -10 11 -12 14 13 -15 15 16 18 -19 -20 20 -22 -23 24 -25 -26 26 29 -29 -30 -31
leaf_value=1.612365645087266e-06 1.3928420469255799e-06 -2.379895231027521e-06 1.7754143934212151e-06 5.5149514123119625e-08 -5.9096855045481797e-06 7.2172542445514413e-06 1.4795089940050206e-06 -3.4172273191757083e-06 -1.5037405189234831e-06 3.9342758417258392e-06 -4.5099251221358828e-06 -2.1935769157065668e-06 -3.0243514009436528e-06 1.5610632406800766e-06 -3.1443183683641002e-07 -5.2261871405789864e-06 -2.9962150688334078e-06 5.1067612002952958e-06 1.5597352197952814e-06 -1.3182719038695725e-06 1.9523327345247957e-06 1.8150677919948067e-06 8.5731440871905918e-07 2.3103698062819556e-06 1.9253545837099884e-06 2.4222215039987099e-06 -1.5665774943991145e-07 -2.5380061456585451e-06 -1.7594303402899771e-06 1.8072176405479246e-07
leaf_weight=20 20 22 20 176 20 20 26 20 21 26 20 26 22 28 81 20 20 20 36 20 22 20 43 37 21 23 1400 27 28 816
leaf_count=20 20 22 20 176 20 20 26 20 21 26 20 26 22 28 81 20 20 20 36 20 22 20 43 37 21 23 1400 27 28 816
internal_value=0 -1.04004e-08 -1.95094e-08 -2.53371e-09 -1.42346e-08 3.96791e-07 -4.56839e-08 -2.99175e-07 -3.84305e-09 7.47897e-09 -1.12459e-06 2.65123e-08 1.04559e-06 -4.56519e-07 -2.60431e-09 1.90226e-08 -1.04859e-08 7.59072e-07 3.10239e-08 8.80605e-09 3.32669e-08 1.59284e-08 1.02865e-09 1.03716e-06 -2.40178e-08 -4.15347e-08 -7.20893e-09 -8.25772e-07 -1.74641e-07 -3.24241e-08
internal_weight=0 3101 3081 3059 3039 216 2823 196 2803 2782 46 2736 76 50 2660 2634 2533 101 2513 2477 2457 2435 2415 57 2358 2337 2239 98 71 2216
internal_count=3121 3101 3081 3059 3039 216 2823 196 2803 2782 46 2736 76 50 2660 2634 2533 101 2513 2477 2457 2435 2415 57 2358 2337 2239 98 71 2216
is_linear=0
shrinkage=0.1


Tree=7259
num_leaves=31
num_cat=0
split_feature=1210 132 1185 1203 16 16 49 1186 132 16 130 40 120 33 9 3 34 104 9 130 16 16 13 2 4 13 159 13 13 42
split_gain=4.73151e-09 3.84467e-09 2.28346e-08 1.10062e-08 4.11746e-09 9.13863e-09 7.28896e-09 4.80118e-09 7.85066e-09 8.34637e-09 3.75441e-09 7.09716e-09 6.72581e-09 6.18006e-09 7.85442e-09 1.42746e-08 8.67076e-09 7.78082e-09 8.19147e-09 5.59232e-09 5.32983e-09 6.01655e-08 3.56003e-08 2.21805e-08 1.5792e-08 1.63348e-08 1.09732e-08 2.56972e-08 2.50712e-08 2.89557e-08
threshold=-0.42132499999999995 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.14158499999999996 -0.095094999999999985 0.097180000000000016 -0.0046349999999999994 -0.095229999999999995 -0.073404999999999984 -0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.044254999999999996 0.091600000000000015 -0.012304999999999998 -0.097449999999999981 0.086600000000000024 0.081890000000000004 -0.089704999999999993 -0.056919999999999991 -0.06421499999999998 -0.063184999999999977 -0.0050599999999999994 -0.17966999999999997 -0.42195999999999995 0.078675000000000009 -0.16152999999999998 -0.086254999999999984 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 -7 9 -9 -4 -12 13 -13 16 -16 -15 18 19 -18 21 24 -23 -22 -21 -26 27 -27 29 -28
right_child=1 2 10 -5 5 6 -8 8 -10 -11 11 12 -14 14 15 -17 17 -19 -20 20 23 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=1.3701951611437836e-06 1.1385530182327454e-06 3.3053509382409087e-06 1.2681949485844916e-06 -2.3042677479747068e-06 -2.3241265353490806e-06 8.6291177939091109e-07 1.6793626086620774e-06 1.3297680327793519e-06 -1.8044640056187576e-06 -9.2132913607656521e-07 -1.891721150286685e-06 1.6940067888797439e-06 1.7403614306617372e-06 2.0686612708686879e-06 2.5655429523724775e-07 -3.2488261543524766e-06 -1.2425261507734979e-06 -1.9385715577733381e-06 1.96109902476781e-06 2.6722040316103219e-06 -2.8809108388925563e-06 8.8971789864444877e-07 6.7848564542925625e-06 -8.4484674334118102e-08 -2.2606496031585265e-06 -3.0164992636102777e-06 5.0373834287711361e-06 1.6379120440040908e-09 -2.225670429438035e-07 4.2932378126655141e-07
leaf_weight=25 22 21 23 27 20 27 21 28 37 40 20 21 22 20 26 21 37 21 21 22 29 20 21 1293 32 29 25 1036 84 30
leaf_count=25 22 21 23 27 20 27 21 28 37 40 20 21 22 20 26 21 37 21 21 22 29 20 21 1293 32 29 25 1036 84 30
internal_value=0 -1.10681e-08 1.99034e-08 -4.12023e-07 -1.5002e-07 -3.13885e-07 -5.11085e-08 -3.26411e-07 -6.32236e-07 5.59323e-09 -4.27968e-09 -1.46213e-08 -1.26121e-09 -1.50043e-08 -2.79747e-08 -1.30968e-06 -5.82763e-09 -2.11942e-08 -6.16438e-09 -2.17071e-08 -4.4731e-09 1.39385e-07 3.90918e-06 -1.45828e-07 1.65221e-08 -3.07473e-08 2.85192e-08 -8.05461e-08 8.64163e-07 2.5239e-06
internal_weight=0 3096 2874 222 195 173 153 132 105 68 2853 2830 2810 2788 2767 47 2720 2700 2679 2658 2621 1299 41 1322 1258 1236 1204 1065 139 55
internal_count=3121 3096 2874 222 195 173 153 132 105 68 2853 2830 2810 2788 2767 47 2720 2700 2679 2658 2621 1299 41 1322 1258 1236 1204 1065 139 55
is_linear=0
shrinkage=0.1


Tree=7260
num_leaves=31
num_cat=0
split_feature=1210 40 130 40 132 1203 1185 50 1204 12 131 1212 158 159 1453 13 13 1211 133 1209 133 160 2 1213 1210 1210 402 481 2 403
split_gain=3.83254e-09 3.8865e-09 1.08473e-08 5.81692e-09 3.68735e-09 1.0735e-07 6.27967e-08 2.5688e-08 3.85835e-09 1.52795e-08 1.16753e-08 4.55144e-09 2.60047e-08 2.83522e-08 2.07433e-08 1.19592e-08 1.57015e-08 1.07395e-08 1.4844e-08 2.06167e-08 1.64458e-08 8.7267e-09 2.5127e-08 7.47924e-09 6.02121e-08 4.14088e-08 8.27831e-09 1.01928e-08 1.13673e-07 5.81214e-08
threshold=-0.42132499999999995 -0.24620999999999996 -0.22699999999999995 -0.15322999999999998 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.078604999999999994 0.087535000000000016 0.10156500000000002 0.087505000000000013 0.10874500000000002 -0.017094999999999996 -0.15270999999999998 -0.084319999999999992 -0.088589999999999988 0.11671000000000002 -0.0023199999999999996 0.088500000000000009 -0.054584999999999995 -0.54913999999999985 0.092120000000000021 -0.087969999999999979 -0.076234999999999983 -0.13847499999999999 0.11191000000000001 -0.087424999999999989 0.084145000000000011 -0.5492149999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -6 -5 9 -8 -11 14 13 -13 -10 16 -15 18 20 -20 -17 22 -16 24 -23 -25 27 28 -27 -29
right_child=1 2 3 4 6 -7 8 -9 11 10 -12 12 -14 15 21 17 -18 -19 19 -21 -22 23 -24 25 -26 26 -28 29 -30 -31
leaf_value=1.2331755351624452e-06 1.3795315715015023e-06 -2.2315370146812215e-06 1.6555289694982396e-06 4.1464840889188913e-08 -5.3670294772313236e-06 7.1790088570976109e-06 -1.5271131382005045e-06 -3.7383657229383973e-06 -3.2691464957679277e-06 3.090254342118392e-06 -1.3150517604158682e-08 -3.5299345279327098e-06 3.5931220262010238e-06 4.1926708718165176e-07 3.8609924802455809e-06 1.6927091564866715e-06 3.8969690209000877e-06 -1.7219231912048921e-06 3.9526126442979148e-06 -4.835565778193995e-07 -1.8499904830318166e-06 -5.5772553402923883e-06 -9.2336191775520203e-07 4.5141449072616528e-06 8.9336973377340468e-08 -7.3972605656806641e-06 -1.764934375257456e-06 4.6148803406780379e-06 1.3445155556640283e-06 -5.4079231910918794e-08
leaf_weight=25 20 22 21 178 22 21 21 20 20 27 22 20 23 37 21 20 20 31 22 20 38 22 23 20 127 21 28 27 51 2131
leaf_count=25 20 22 21 178 22 21 21 20 20 27 22 20 23 37 21 20 20 31 22 20 38 22 23 20 127 21 28 27 51 2131
internal_value=0 -9.96319e-09 -1.89976e-08 -3.05922e-09 -1.4543e-08 3.80697e-07 -4.53026e-08 -3.40336e-07 -3.36924e-09 7.29688e-07 1.69689e-06 -2.22208e-08 4.0241e-07 4.95906e-08 -6.15985e-08 4.30391e-07 1.63951e-06 -9.57155e-08 4.08409e-07 1.84015e-06 -6.2837e-07 -3.56369e-08 1.36008e-06 -6.09404e-08 -7.47341e-07 -1.60441e-08 -5.61698e-08 -3.47145e-08 -1.20517e-06 4.33685e-09
internal_weight=0 3096 3076 3054 3033 219 2814 198 2792 70 49 2722 231 208 2491 188 57 131 100 42 58 2471 44 2427 149 2278 2258 2230 72 2158
internal_count=3121 3096 3076 3054 3033 219 2814 198 2792 70 49 2722 231 208 2491 188 57 131 100 42 58 2471 44 2427 149 2278 2258 2230 72 2158
is_linear=0
shrinkage=0.1


Tree=7261
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1208 402 1210 1210 448 1348 148 48 48 457 457 457 47 484 1375 475 120 484 133 160 482 12 12 482 2 2
split_gain=3.95238e-09 2.56229e-08 1.47753e-08 4.29836e-09 8.35441e-09 4.24318e-09 1.55188e-08 4.55449e-09 3.56942e-09 9.5708e-09 6.40166e-09 4.27431e-09 1.22774e-08 1.53691e-08 1.00973e-08 9.27298e-09 7.73126e-09 6.22604e-09 4.16174e-08 3.72976e-08 1.54498e-08 3.52744e-08 1.48822e-08 3.0934e-08 2.41282e-08 3.51453e-08 1.14233e-08 6.98285e-09 7.8857e-09 3.48914e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11531000000000001 0.10233500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 0.068920000000000023 0.091105000000000005 -0.088884999999999978 0.13400000000000004 0.12737000000000001 0.41022000000000008 0.098180000000000003 0.091495000000000007 0.13283000000000003 0.091180000000000011 -0.096099999999999977 -0.081364999999999979 0.086165000000000019 0.088605000000000003 0.090445000000000011 -0.077609999999999985 0.089745000000000005 0.086305000000000007 0.083535000000000012 0.11191500000000001 0.10613000000000002 0.11362000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 -8 9 10 -9 12 13 14 15 17 -13 18 -12 -19 21 27 23 24 25 26 -21 28 -20 -30
right_child=1 3 -4 -5 -6 -7 7 8 -10 -11 11 16 -14 -15 -16 -17 -18 19 20 22 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.0309434185565364e-07 3.5115098766947906e-06 2.7878954631432864e-06 -2.5990989881931997e-06 -1.2500646722333773e-06 1.6243235549495694e-06 -1.1640961357413966e-06 -1.4408192018064172e-06 -1.3901586364475158e-06 -1.3272958312882112e-06 1.8205031437901198e-06 -4.5955491214044744e-06 1.9344646478114762e-06 -2.4156561626872038e-06 2.530868611453722e-06 -1.6082885453308849e-06 1.7607945570337809e-06 -4.03807024440539e-07 4.5158713029585284e-06 9.3433045348147315e-08 1.209987974160707e-06 -2.6511234999950584e-06 4.1928009954972374e-06 1.8623933076216622e-06 -3.0899705512348937e-06 -2.4343577627445011e-06 4.7566287472970245e-06 -1.5744982646354471e-06 -1.4694813733032418e-06 -1.5767173118927637e-06 2.5523667005419713e-07
leaf_weight=195 21 20 27 27 32 31 22 33 20 29 20 31 21 24 39 30 26 21 1742 34 22 20 36 33 23 21 26 33 158 304
leaf_count=195 21 20 27 27 32 31 22 33 20 29 20 31 21 24 39 30 26 21 1742 34 22 20 36 33 23 21 26 33 158 304
internal_value=0 3.11374e-08 -4.06662e-07 5.742e-09 1.76349e-08 -6.03451e-10 1.23335e-08 -7.72112e-09 3.76037e-09 1.3526e-08 -5.90386e-09 1.12434e-08 -7.48634e-09 1.20696e-08 -1.15257e-08 1.31567e-08 8.67885e-07 -7.87387e-09 -5.37806e-08 5.36145e-07 -1.3923e-08 1.17829e-08 5.30563e-08 -4.2239e-07 4.24054e-07 1.2357e-06 3.37727e-09 -2.55976e-08 -3.97869e-09 -3.71276e-07
internal_weight=0 2899 222 2878 2851 2819 2788 2768 2746 2726 2697 2664 2607 2586 2562 2523 57 2493 2299 194 2279 2257 173 137 104 81 60 2237 2204 462
internal_count=3121 2899 222 2878 2851 2819 2788 2768 2746 2726 2697 2664 2607 2586 2562 2523 57 2493 2299 194 2279 2257 173 137 104 81 60 2237 2204 462
is_linear=0
shrinkage=0.1


Tree=7262
num_leaves=31
num_cat=0
split_feature=130 39 124 376 375 132 1186 393 1203 124 123 39 33 47 47 47 1453 131 43 151 42 42 1429 1429 42 151 160 151 151 148
split_gain=3.77845e-09 6.49908e-09 4.90792e-09 4.2864e-09 5.06275e-09 4.20162e-09 1.117e-07 6.08554e-08 1.62566e-08 5.0156e-09 1.34473e-08 7.25625e-09 1.9965e-08 6.57432e-09 4.98966e-08 3.71801e-08 7.83661e-09 9.33201e-09 6.49288e-09 5.49618e-09 2.13704e-08 7.48717e-08 4.16298e-08 3.68442e-08 3.33197e-08 1.14781e-08 8.93941e-09 1.94768e-08 8.6346e-09 7.6983e-09
threshold=-0.23123999999999997 0.15619500000000003 0.20753500000000005 -0.098069999999999977 0.087420000000000012 -0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.085960000000000023 0.08919500000000001 0.11679000000000002 -1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.090100000000000013 -1.0000000180025095e-35 0.095715000000000008 1.0000000180025095e-35 -0.085134999999999975 0.083715000000000026 0.083995000000000014 0.083715000000000026 0.083595000000000017 0.087505000000000013 -0.083919999999999981 0.085130000000000011 -0.10380999999999999 -0.096264999999999976 -0.068554999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 9 -5 10 11 -7 -13 15 -15 19 -16 18 -18 20 23 -22 24 26 -23 -21 27 -14 -28 -27
right_child=1 -3 -4 4 -6 7 -8 -9 -10 -11 -12 12 13 14 16 -17 17 -19 -20 25 21 22 -24 -25 -26 29 28 -29 -30 -31
leaf_value=1.2769911959169449e-06 -1.4676858017992347e-06 -1.8062972458210426e-06 1.4904611460182919e-06 4.6345653910151442e-08 1.3643340848914335e-06 1.7552105191498413e-06 7.3391910210115649e-06 -5.5398919243998538e-06 -2.5269335776948572e-06 -1.5078659234032702e-06 2.2715169170449093e-06 -2.6382629929967467e-06 1.3060787381391493e-06 4.8197450250124047e-06 1.9413668889001202e-06 -3.386329251497955e-06 3.6566525065646985e-07 -1.5533920155145386e-06 -1.5397575060660532e-06 -2.0312542531051993e-06 6.1697431752131355e-06 4.7267926788663319e-06 -3.4914624433686946e-06 -4.1176826927240157e-06 -6.1733669960111529e-07 1.1394126084434737e-06 4.9484055466564312e-08 -2.3053614609937411e-06 2.9527604359221492e-06 -5.9287220642593496e-08
leaf_weight=23 20 20 22 160 27 23 21 20 29 22 26 29 32 24 20 33 169 38 20 29 26 20 24 22 28 55 20 28 21 2070
leaf_count=23 20 20 22 160 27 23 21 20 29 22 26 29 32 24 20 33 169 38 20 29 26 20 24 22 28 55 20 28 21 2070
internal_value=0 -9.47782e-09 2.19742e-09 -8.51653e-09 1.09592e-09 -1.11365e-08 4.20273e-07 -4.35038e-08 -3.48496e-07 -3.94718e-09 8.05362e-09 -1.34953e-08 -2.85175e-08 -2.67194e-10 4.66696e-07 -5.28199e-08 4.37276e-08 -1.23465e-07 1.64033e-07 -6.5017e-09 4.68424e-07 1.57009e-06 -9.08982e-08 -4.09325e-07 1.60938e-06 -5.5229e-08 3.98436e-07 -3.7926e-07 1.53653e-06 -2.8262e-08
internal_weight=0 3098 3078 3056 3036 3009 210 2799 189 2779 2757 2731 2708 2679 271 2408 247 227 189 2375 221 98 72 123 48 2154 101 60 41 2125
internal_count=3121 3098 3078 3056 3036 3009 210 2799 189 2779 2757 2731 2708 2679 271 2408 247 227 189 2375 221 98 72 123 48 2154 101 60 41 2125
is_linear=0
shrinkage=0.1


Tree=7263
num_leaves=31
num_cat=0
split_feature=1373 457 16 448 1348 456 150 147 132 1185 1203 456 13 456 1375 456 456 130 39 456 0 1210 0 9 2 475 1375 16 471 51
split_gain=4.09898e-09 1.08186e-08 3.02947e-08 1.88162e-08 1.70002e-08 5.37261e-09 6.76028e-09 6.41293e-09 3.97164e-09 2.39872e-08 1.22925e-08 3.88559e-09 1.35208e-08 6.67074e-09 2.2013e-08 1.12075e-08 1.19832e-08 1.10306e-08 8.75665e-09 6.04411e-09 5.5193e-09 3.9419e-08 3.88194e-08 2.62315e-08 2.2378e-08 1.49186e-08 5.2797e-08 3.67579e-08 1.27588e-08 1.10199e-08
threshold=-1.0000000180025095e-35 0.11612500000000002 -0.008069999999999999 0.030280000000000001 0.091105000000000005 -0.11319999999999998 0.12640500000000002 0.10245000000000001 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.091580000000000009 -0.08459499999999999 0.08777500000000002 0.08456000000000001 0.087485000000000021 0.085800000000000015 -0.23123999999999997 0.13507500000000003 0.041000000000000002 -0.083804999999999977 -0.41266499999999995 -0.084144999999999984 0.088235000000000022 -0.0050599999999999994 -0.086279999999999982 -0.085004999999999983 -0.0098449999999999979 0.086110000000000006 -0.10316499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 8 10 -10 -7 13 -13 15 -15 16 17 -11 19 20 22 -22 23 24 -19 27 -27 -26 29 -28
right_child=1 2 -4 -5 -6 6 -8 -9 9 11 -12 12 -14 14 -16 -17 -18 18 -20 -21 21 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-1.2503599018250847e-06 -1.4989761695005656e-06 3.7834221090476533e-06 -1.3933646783925725e-06 -2.6911357980889778e-06 2.9164109128032582e-06 -1.3395760943123419e-07 1.549739515179941e-06 -1.7123957506596938e-06 3.4011807602361111e-06 2.2990747295027961e-06 -2.4487526493780586e-06 2.0197641856381433e-06 -9.2336275972431601e-07 -2.6724658756821184e-06 1.445398840717514e-06 2.3708252138021636e-06 -2.1011814361052666e-06 2.6386884776970436e-06 -1.9446149048749446e-06 1.403194328891151e-06 4.4317718631992609e-06 6.5230822302620745e-08 -4.1465601678207049e-06 -3.4971153503058555e-06 6.8755327333747127e-07 4.9533298936564408e-06 -1.8021237579546324e-06 -5.0641483403524038e-06 2.0267029505568508e-06 -1.0509033677298735e-07
leaf_weight=26 24 26 20 26 20 195 28 22 21 21 26 37 27 34 21 20 27 31 23 31 21 1333 24 22 25 21 40 20 27 882
leaf_count=26 24 26 20 26 20 195 28 22 21 21 26 37 27 34 21 20 27 31 23 31 21 1333 24 22 25 21 40 20 27 882
internal_value=0 1.05027e-08 1.53265e-06 -1.24617e-08 1.05768e-08 -8.77604e-09 3.2296e-09 -1.14442e-08 1.33184e-09 3.45976e-08 -4.06286e-07 8.28637e-09 7.78133e-07 -1.04975e-08 -1.10019e-06 1.28409e-08 -5.6676e-09 1.67754e-08 -2.39589e-09 1.56384e-08 -1.9471e-09 1.32954e-07 -1.69215e-07 -7.98362e-08 -7.96225e-09 -8.87959e-08 -6.22033e-09 -1.86876e-06 -1.15968e-07 -1.78714e-07
internal_weight=0 3095 46 3049 3023 3003 2979 2951 2929 2708 221 2687 64 2623 55 2568 2548 2521 2500 2477 2446 1354 1092 1068 1046 1015 970 45 949 922
internal_count=3121 3095 46 3049 3023 3003 2979 2951 2929 2708 221 2687 64 2623 55 2568 2548 2521 2500 2477 2446 1354 1092 1068 1046 1015 970 45 949 922
is_linear=0
shrinkage=0.1


Tree=7264
num_leaves=31
num_cat=0
split_feature=130 12 1348 448 457 15 484 49 1375 3 0 42 133 482 42 4 4 2 4 471 157 484 123 484 1366 157 448 1 1 1
split_gain=4.1924e-09 1.14148e-08 3.84797e-09 1.42652e-08 9.81575e-09 2.9855e-08 6.5504e-09 8.10512e-08 3.63991e-08 2.08474e-08 1.96102e-08 1.63938e-08 2.0598e-08 1.16353e-08 1.09149e-08 8.00035e-09 8.43482e-09 2.18181e-08 1.04938e-08 1.82287e-08 1.78189e-08 1.04384e-08 9.12324e-09 8.0025e-09 8.00627e-09 7.95023e-09 8.53262e-09 7.87788e-09 6.90343e-08 4.31428e-08
threshold=-0.23647499999999996 0.23631000000000002 0.095915000000000014 0.056825000000000007 0.098180000000000003 -0.074054999999999996 0.091180000000000011 0.11042000000000002 -0.096099999999999977 -0.086869999999999989 -0.060129999999999996 0.08623500000000002 0.089980000000000018 0.085675000000000015 0.084145000000000011 -0.58204499999999992 -0.50940999999999981 0.095195000000000016 -0.50052499999999989 -0.071899999999999978 -0.00078499999999999989 0.08764000000000001 0.11679000000000002 0.086925000000000016 -0.082814999999999986 0.23903500000000003 -0.083859999999999976 0.10293500000000001 0.107145 0.10124500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 8 9 -2 10 -8 14 13 -13 -11 -10 17 -17 20 -20 -18 22 23 24 -21 26 -26 29 -29 -28
right_child=1 -3 -4 -5 5 -7 7 -9 15 11 -12 12 -14 -15 -16 16 18 -19 19 21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-1.4431782618373747e-06 -4.2784101614756771e-06 2.2790552665438473e-06 -1.3247016816173776e-06 2.5999378698045241e-06 9.6728395809415309e-07 -3.0557901998061151e-06 -4.2960938766814902e-06 5.8949137091985908e-06 1.8604446871034704e-06 2.0923259012780213e-07 7.9206588452507278e-08 4.6566537014314238e-06 -5.5188687101376829e-07 1.2864491985792052e-06 -2.4026312512563194e-06 7.1756325123065587e-07 3.2563101637623942e-06 -3.2665244559750673e-06 -2.9487215431886615e-06 1.5648052077210651e-06 -5.6478345710353961e-07 -1.8145104012355953e-06 1.7366637085879413e-06 1.8279739881184772e-06 1.9096418730607018e-06 1.3368998717548189e-06 -2.8869904516732703e-08 -3.4090617344109389e-06 4.1891700333756722e-08 4.328508289389625e-06
leaf_weight=20 20 22 22 21 35 39 21 25 23 48 20 20 29 21 24 28 26 27 21 32 23 31 31 24 22 42 1884 67 430 23
leaf_count=20 20 22 22 21 35 39 21 25 23 48 20 20 29 21 24 28 26 27 21 32 23 31 31 24 22 42 1884 67 430 23
internal_value=0 9.30984e-09 -6.90789e-09 2.57574e-09 -1.53902e-08 -1.15298e-06 1.30305e-08 5.54148e-07 -2.78383e-08 -1.75465e-07 -2.1618e-06 3.98055e-07 1.48777e-06 2.93045e-06 -6.61389e-07 3.2559e-09 -1.25004e-08 -1.23826e-06 1.28825e-08 -1.43683e-08 1.46274e-06 9.46052e-09 3.15909e-08 1.0649e-08 -6.79729e-09 -2.71746e-08 -5.07901e-08 -6.87308e-08 -4.23327e-07 2.36837e-08
internal_weight=0 3101 3079 3057 3036 74 2962 208 2754 183 41 142 70 41 72 2734 2711 55 2656 2607 49 2586 2555 2524 2500 2468 2426 2404 497 1907
internal_count=3121 3101 3079 3057 3036 74 2962 208 2754 183 41 142 70 41 72 2734 2711 55 2656 2607 49 2586 2555 2524 2500 2468 2426 2404 497 1907
is_linear=0
shrinkage=0.1


Tree=7265
num_leaves=31
num_cat=0
split_feature=156 16 1 475 1429 157 154 471 47 47 47 475 1429 1429 51 1452 1456 483 1429 159 484 157 483 4 1372 157 157 13 157 1456
split_gain=4.52883e-09 4.87607e-09 1.11889e-08 7.70591e-09 5.00152e-09 5.91005e-09 5.26338e-09 6.45993e-09 4.9708e-09 3.85332e-08 1.96235e-08 9.56254e-09 1.78317e-08 1.26301e-08 9.48548e-09 6.25494e-09 6.15842e-09 2.16885e-08 5.77633e-09 6.44393e-09 1.75875e-08 6.28888e-09 4.32546e-08 5.57933e-08 1.93836e-08 9.30343e-09 9.4349e-09 2.65253e-08 1.7981e-08 1.21046e-08
threshold=0.32523500000000005 0.63636000000000015 0.10752500000000002 0.13528000000000004 0.12387000000000002 0.41580000000000006 0.085530000000000009 0.093375000000000014 0.092710000000000015 0.09585500000000001 0.090280000000000013 0.016915000000000003 -0.10379499999999998 -0.081904999999999992 -0.064959999999999976 -0.073879999999999987 -0.078314999999999982 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.47115499999999993 0.0069400000000000009 -0.087424999999999989 0.087520000000000014 -0.0094449999999999968 -0.082274999999999987 -0.085474999999999982 -0.081579999999999986 -0.082759999999999986 -0.079969999999999986 -0.23007499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 10 -10 11 12 -1 -14 -13 -15 -11 -18 -17 20 -20 22 23 -21 -23 -26 27 -27 -28 -30
right_child=-2 2 -4 -5 -6 -7 -8 -9 9 16 -12 14 13 15 -16 18 17 -19 19 21 -22 24 -24 -25 25 26 28 -29 29 -31
leaf_value=2.9333792647483798e-06 1.4635716731331308e-06 6.3176395428854456e-07 -2.6363102589047314e-06 1.8695747857319394e-06 -1.5466610474981108e-06 1.6350000940044333e-06 -1.5510905897868228e-06 1.4145259358500085e-06 -4.5282979716007724e-06 -1.7862286910030891e-06 3.0048784987519124e-06 -3.060605065456912e-06 -2.3253518401875428e-06 1.7473294238221743e-06 -1.6388277030133536e-07 1.3087437136003729e-06 3.2013543776088227e-06 -2.2038880996501304e-07 -3.2680667183220592e-06 2.171909583618496e-07 8.7545213773410084e-07 2.7114753627891471e-06 2.180413833627881e-06 -6.4129171918962543e-06 -1.5564698883650097e-06 3.8783091955707505e-06 -2.7753777440802486e-06 -2.3832669840986556e-07 1.9973029800953117e-06 7.0779889294306299e-09
leaf_weight=21 21 20 22 22 21 22 22 32 21 20 22 20 23 21 26 34 20 251 21 30 20 27 30 22 37 24 23 45 31 2150
leaf_count=21 21 20 22 22 21 22 22 32 21 20 22 20 23 21 26 34 20 251 21 30 20 27 30 22 37 24 23 45 31 2150
internal_value=0 -9.92541e-09 -1.08008e-06 4.77265e-09 -8.74041e-09 1.97148e-09 -1.00321e-08 1.37933e-09 -1.40071e-08 -3.91376e-07 3.08118e-08 5.69489e-09 3.13827e-08 7.37087e-09 -1.42333e-06 2.87039e-08 -9.28353e-08 3.21384e-08 1.42327e-08 -3.65888e-09 -1.24684e-06 1.7412e-08 -8.43366e-07 -2.58785e-06 4.76147e-08 1.64787e-08 4.20832e-08 1.19355e-06 6.03466e-09 3.53664e-08
internal_weight=0 3100 42 3058 3036 3015 2993 2971 2939 312 2627 2605 2559 2538 46 2515 291 271 2494 2460 41 2419 82 52 2337 2310 2273 69 2204 2181
internal_count=3121 3100 42 3058 3036 3015 2993 2971 2939 312 2627 2605 2559 2538 46 2515 291 271 2494 2460 41 2419 82 52 2337 2310 2273 69 2204 2181
is_linear=0
shrinkage=0.1


Tree=7266
num_leaves=31
num_cat=0
split_feature=156 1425 474 47 47 47 47 131 1209 1210 2 51 43 1456 159 52 47 1 483 400 1 120 1 33 400 399 123 1 1 39
split_gain=3.66833e-09 5.29297e-09 3.73568e-09 4.09817e-09 5.12863e-08 3.6483e-08 9.92768e-09 6.63213e-09 6.89057e-09 6.62652e-09 5.80232e-09 8.89826e-09 6.32363e-09 5.74282e-09 1.27335e-08 5.89495e-09 1.42924e-08 1.40021e-08 1.32427e-08 5.09751e-09 5.05472e-09 1.82148e-08 9.48072e-09 9.22025e-09 5.73199e-09 1.0688e-08 5.80788e-09 7.31516e-09 2.66016e-08 1.67493e-08
threshold=0.32523500000000005 0.10129000000000002 -0.42010499999999995 0.094460000000000002 0.091680000000000011 0.096770000000000009 0.089785000000000018 0.13767000000000004 0.14268500000000003 0.13089000000000003 0.14445500000000003 0.13640000000000002 0.0047850000000000011 -0.078314999999999982 0.085035000000000013 -0.0027449999999999996 0.10843500000000002 0.111945 0.087175000000000016 0.12955000000000003 0.16540500000000002 1.0000000180025095e-35 0.14804000000000003 -0.012019999999999998 0.10782000000000001 0.093190000000000009 0.10129000000000001 0.13534000000000004 0.13756000000000004 0.089790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 7 8 9 19 11 12 13 -7 15 18 -17 -18 -15 20 21 22 23 -4 25 26 27 -25 -29 -30
right_child=-2 -3 3 5 -6 10 -8 -9 -10 -11 -12 -13 -14 14 -16 16 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=1.2455863497962128e-06 1.317214477174795e-06 -1.4581052200810519e-06 2.0080234603285688e-06 -4.2760942257948711e-06 5.0777046294570033e-06 -1.5100520835176213e-06 -2.1204718295435174e-06 -1.7166961253100124e-06 1.8758875160074242e-06 -1.4650340580146804e-06 -1.5777056541596921e-06 2.0536005173371883e-06 -1.4021687320564526e-06 1.4741193743767718e-07 2.4793980411113415e-06 1.973651587715535e-06 -2.485487208435767e-06 7.5223750052507112e-07 -2.7481325222889941e-06 1.4803573710272153e-06 1.5256161987053929e-06 -2.2302287053873233e-06 1.8989063676144725e-06 -6.3304736336344813e-10 -1.6895141553163739e-06 1.7978550634766042e-06 1.3460836535453001e-06 -4.0210981361659451e-06 1.6147545068179172e-06 -2.074251677299799e-06
leaf_weight=24 21 25 23 22 20 20 22 22 20 30 23 21 32 56 23 39 22 34 22 24 22 36 27 2334 20 33 31 21 32 20
leaf_count=24 21 25 23 22 20 20 22 22 20 30 23 21 32 56 23 39 22 34 22 24 22 36 27 2334 20 33 31 21 32 20
internal_value=0 -8.92856e-09 2.85337e-09 -6.92231e-09 3.23332e-08 -3.49096e-07 -4.80604e-09 1.24647e-08 2.66965e-08 1.27561e-08 -5.3226e-08 7.71199e-08 -9.02434e-08 1.04116e-07 2.68827e-07 -2.5064e-08 5.03871e-07 -5.19726e-07 -6.6928e-07 2.9658e-08 1.62618e-08 3.37634e-09 3.50213e-08 1.50034e-08 -3.39862e-09 1.02486e-08 -1.39479e-08 -3.14638e-08 -1.0172e-06 1.95906e-07
internal_weight=0 3100 3075 3051 2737 314 2717 2695 2673 2653 292 269 248 216 196 173 95 56 78 2623 2599 2577 2541 2514 2491 2471 2438 2407 73 52
internal_count=3121 3100 3075 3051 2737 314 2717 2695 2673 2653 292 269 248 216 196 173 95 56 78 2623 2599 2577 2541 2514 2491 2471 2438 2407 73 52
is_linear=0
shrinkage=0.1


Tree=7267
num_leaves=31
num_cat=0
split_feature=448 0 448 45 11 9 8 33 2 0 374 39 3 0 151 42 42 12 16 49 49 160 3 150 457 3 150 51 2 1
split_gain=3.55529e-09 8.75824e-09 5.25476e-09 4.58222e-09 2.25631e-08 7.35197e-09 1.76554e-08 1.37882e-08 4.44331e-09 7.30461e-09 5.26049e-09 2.99786e-08 6.84594e-09 7.65217e-09 4.56374e-09 2.56503e-08 5.09605e-08 4.41281e-08 3.45913e-08 2.66917e-08 1.43412e-08 9.13661e-09 7.70379e-09 7.32883e-09 7.05064e-09 8.29479e-09 3.71498e-08 2.02237e-08 3.29923e-08 2.81268e-08
threshold=0.068920000000000023 -0.26343999999999995 -0.089334999999999984 0.094030000000000016 -0.011194999999999998 0.092235000000000011 0.089885000000000007 -0.0066799999999999993 -0.045829999999999989 -0.068189999999999987 0.085145000000000012 0.089790000000000023 0.31534000000000006 -0.13455999999999999 -0.085134999999999975 0.083715000000000026 0.083995000000000014 0.08401500000000002 -0.008069999999999999 0.11042000000000002 -0.0020949999999999996 0.085130000000000011 -0.085114999999999982 -0.089939999999999978 0.31508000000000008 0.090900000000000009 0.090480000000000019 0.089685000000000001 0.10699500000000002 0.096125000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 -6 9 -9 12 -12 14 -14 15 19 -17 -18 -19 20 21 22 -10 -16 25 -25 27 28 29 -27
right_child=-2 2 3 -5 5 6 -8 8 10 -11 11 -13 13 -15 23 16 17 18 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=1.6289901450914899e-06 -1.3290093988871377e-06 -1.585295166521627e-06 2.9473755660092141e-06 -1.2277816767891638e-06 2.258791316425804e-06 -3.5180656971078864e-06 2.9283403052666536e-07 -2.3614242479652605e-06 -2.4019902298277884e-06 1.6844354831846432e-07 3.0892707484516299e-06 -1.652456378072505e-06 2.3306483529138078e-07 -2.3121314870667011e-06 -1.7740876368558628e-06 5.2747918878729392e-06 -3.3586102479906312e-06 3.7443195010167541e-06 -5.5125940314993439e-07 -3.445205688133403e-06 2.5443225860044549e-06 9.9299741289714489e-07 -1.3160080117005339e-08 -5.0281429275207013e-08 -1.7238927910057102e-06 8.4346439583290091e-07 4.0761953911256844e-06 -2.0560305243374648e-06 3.2676038545907755e-06 -3.5887042689150152e-06
leaf_weight=33 20 21 26 30 27 20 31 21 27 25 30 24 21 27 24 27 24 37 38 26 20 29 27 2300 24 45 27 35 34 21
leaf_count=33 20 21 26 30 27 20 31 21 27 25 30 24 21 27 24 27 24 37 38 26 20 29 27 2300 24 45 27 35 34 21
internal_value=0 8.56742e-09 -8.86216e-09 2.00265e-09 1.42312e-08 -1.12659e-08 -1.20164e-06 9.38341e-09 -1.14659e-08 -9.86496e-07 4.17812e-09 9.81836e-07 -1.45896e-08 -1.19861e-06 5.96481e-09 4.09034e-07 1.42385e-06 3.73589e-07 1.56789e-06 -5.82179e-07 1.40527e-07 -4.387e-07 -1.20758e-06 -3.49845e-08 -1.8195e-08 -1.5676e-09 6.90048e-07 1.2819e-08 7.36916e-07 -5.66771e-07
internal_weight=0 3101 3068 3047 3017 2991 51 2940 2913 46 2867 54 2813 48 2765 255 126 99 75 129 103 83 54 2510 2486 2462 162 135 100 66
internal_count=3121 3101 3068 3047 3017 2991 51 2940 2913 46 2867 54 2813 48 2765 255 126 99 75 129 103 83 54 2510 2486 2462 162 135 100 66
is_linear=0
shrinkage=0.1


Tree=7268
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 52 2 15 3 1208 1208 402 1210 133 133 2 481 484 133 43 42 0 0 15 42 42 2 129 1447 50
split_gain=3.59184e-09 1.01673e-07 6.03482e-08 2.04616e-08 4.26947e-09 6.793e-09 1.08697e-08 7.41012e-09 4.73377e-09 3.76544e-09 6.23355e-09 4.44592e-09 1.20196e-08 4.30495e-09 3.23524e-08 8.07464e-08 2.95135e-08 2.94998e-08 2.78395e-08 2.23099e-08 4.30059e-08 2.13138e-08 4.41993e-08 2.90544e-08 4.35521e-08 2.04836e-08 1.904e-08 1.66505e-08 1.50823e-08 1.34502e-08
threshold=-0.083284999999999984 0.089480000000000018 -0.087384999999999977 0.10022000000000002 0.11527000000000001 0.090645000000000017 0.088555000000000009 0.083840000000000012 -0.08824499999999999 0.11531000000000001 0.10233500000000001 0.23460000000000003 -0.13847499999999999 0.091935000000000003 0.090445000000000011 0.092635000000000009 -0.086219999999999977 -0.085604999999999987 0.089595000000000022 0.055925000000000009 0.10755000000000002 -0.090809999999999988 -0.086934999999999985 0.098485000000000017 0.096450000000000022 -0.23037499999999997 0.093680000000000013 0.090180000000000024 0.059120000000000013 0.11266000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 -1 -9 10 11 12 -4 14 18 -16 -15 -18 25 21 -21 26 -23 27 -25 -14 -19 29 -27 -24
right_child=2 -3 9 -5 -6 -7 -8 8 -10 -11 -12 -13 13 16 15 -17 17 19 -20 20 -22 22 23 24 -26 28 -28 -29 -30 -31
leaf_value=1.5404256697155899e-06 -5.5036017948850712e-06 7.0066555573638259e-06 2.4598251980023635e-06 -3.3439152946357351e-06 1.3686737020179863e-06 1.056375171199559e-06 -1.882676534210194e-06 7.3108327569570974e-07 -1.1877244255960781e-06 -1.1668697050447885e-06 1.4074938299302175e-06 -1.1870695886735181e-06 2.6004348646599665e-06 -3.6886133752744857e-06 -8.4017956396564848e-07 7.4791457166156764e-06 2.9406326840823268e-06 2.6682941960215808e-06 -2.717927389408939e-06 4.8800201650168603e-06 -3.9713762190485985e-07 -4.9038308903758527e-06 -1.8336959905484298e-07 2.0314412809273653e-07 -6.2372138613465648e-06 4.5914303190935815e-08 -7.5835404011799725e-07 -2.720045174852282e-06 -2.0181757640279506e-06 2.2432702988995653e-06
leaf_weight=26 20 21 20 20 21 36 39 20 36 27 32 31 31 24 28 20 30 34 37 23 47 26 188 21 21 2126 31 23 36 26
leaf_count=26 20 21 20 20 21 36 39 20 36 27 32 31 31 24 28 20 30 34 37 23 47 26 188 21 21 2126 31 23 36 26
internal_value=0 3.90518e-07 -2.94683e-08 -3.11194e-07 2.95614e-08 -1.49556e-07 -5.08345e-07 1.45301e-07 -5.02436e-07 8.5201e-09 1.96359e-08 3.90386e-09 1.71274e-08 -4.96662e-10 5.75362e-08 2.62621e-06 -2.68106e-07 -9.34416e-08 2.24648e-09 -3.0031e-07 1.33679e-06 -6.10031e-07 -9.60408e-07 -5.92921e-07 -3.01703e-06 4.81409e-08 1.03405e-06 -1.63331e-07 1.15446e-08 1.11456e-07
internal_weight=0 219 2902 198 178 157 121 82 56 2882 2855 2823 2792 2772 2278 48 494 470 2230 440 70 370 305 279 42 2193 65 237 2162 214
internal_count=3121 219 2902 198 178 157 121 82 56 2882 2855 2823 2792 2772 2278 48 494 470 2230 440 70 370 305 279 42 2193 65 237 2162 214
is_linear=0
shrinkage=0.1


Tree=7269
num_leaves=31
num_cat=0
split_feature=12 130 481 481 481 133 1447 403 1208 1208 1209 1208 483 160 160 1456 12 483 13 154 474 157 475 475 51 12 475 97 34 34
split_gain=3.74501e-09 9.24366e-09 3.79157e-09 1.32962e-08 9.95626e-09 4.47818e-08 4.53549e-08 6.1161e-09 1.75445e-08 1.30051e-08 1.43493e-08 1.0435e-08 4.59867e-09 1.09685e-08 2.54517e-08 1.86002e-08 1.21347e-08 9.64436e-09 1.76874e-08 6.19218e-09 5.8854e-09 6.83386e-09 7.04656e-09 1.06292e-08 3.87477e-08 9.58324e-08 2.03692e-08 6.17089e-09 1.42038e-08 1.30398e-08
threshold=0.23631000000000002 -0.22461999999999996 -0.24133999999999997 -0.15265499999999996 -0.086484999999999992 0.085355000000000014 -0.0085849999999999971 -0.54448499999999989 0.092250000000000013 0.11846000000000001 0.11743500000000001 0.097165000000000015 0.10083000000000002 -0.063384999999999983 -0.072114999999999985 -0.05618999999999999 0.089735000000000023 0.095250000000000015 -0.080759999999999985 1.0000000180025095e-35 -0.45463999999999999 0.23903500000000003 -0.10664 -0.085734999999999992 -0.085604999999999987 0.083715000000000026 -0.085024999999999989 -0.084639999999999979 -0.08786999999999999 -0.079379999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 -6 10 11 12 17 14 15 -14 -17 19 -19 20 -9 22 -22 24 25 -24 -25 -28 -29 -30
right_child=-2 2 3 4 7 -7 -8 9 -10 -11 -12 -13 13 -15 -16 16 -18 18 -20 -21 21 -23 23 26 -26 -27 27 28 29 -31
leaf_value=1.8516443443811819e-06 -1.2713301975222553e-06 1.0593584989644086e-06 -2.5258857173563836e-06 2.5358790134348622e-06 5.7897143726163898e-07 4.8826992724571028e-06 -4.1180714993060979e-06 -1.7067126713127002e-06 -2.9077903524955254e-06 2.5341295508951591e-06 -2.6939554754790153e-06 2.1634404468138448e-06 3.4169701891750307e-06 2.0414653742288165e-06 -2.9114874559641267e-06 1.1313268955883829e-06 -1.9006586543665353e-06 2.0386220691242281e-07 -3.6353438390722748e-06 1.6846860803742035e-06 -1.5681417805050538e-06 1.3825605657344528e-06 3.4407301948322717e-06 -3.0921027261725118e-06 4.6787558754989398e-06 -4.8807274379214507e-06 -1.4856692869529824e-06 1.9816443812357777e-06 -2.5902711013259252e-06 -2.6068809503231487e-08
leaf_weight=27 23 33 21 21 31 22 20 21 27 20 20 22 21 36 23 33 22 28 21 21 30 34 31 22 22 25 29 35 20 2360
leaf_count=27 23 33 21 21 31 22 20 21 27 20 20 22 21 36 23 33 22 28 21 21 30 34 31 22 22 25 29 35 20 2360
internal_value=0 9.43335e-09 -6.76323e-09 -1.83439e-08 -8.89993e-10 1.24304e-06 -7.09951e-07 -2.74193e-08 -1.04418e-06 -7.05604e-09 -2.47277e-08 -6.03564e-09 -2.2877e-08 5.46698e-07 3.14606e-09 8.85206e-07 -8.14673e-08 -5.13663e-08 -1.44151e-06 -2.56617e-08 -3.93237e-08 -2.58976e-08 -4.4502e-08 -2.65345e-08 1.12278e-06 -2.74206e-07 -6.28876e-08 -3.56197e-08 -1.82071e-08 -4.76167e-08
internal_weight=0 3098 3071 3038 3017 63 41 2954 58 2896 2876 2856 2834 135 99 76 55 2699 49 2650 2629 2608 2574 2544 78 56 2466 2444 2415 2380
internal_count=3121 3098 3071 3038 3017 63 41 2954 58 2896 2876 2856 2834 135 99 76 55 2699 49 2650 2629 2608 2574 2544 78 56 2466 2444 2415 2380
is_linear=0
shrinkage=0.1


Tree=7270
num_leaves=31
num_cat=0
split_feature=130 10 0 40 12 2 2 13 150 45 11 33 1212 401 403 403 1212 402 403 1210 1213 15 16 129 1184 1186 132 1211 50 394
split_gain=4.05507e-09 1.03347e-08 1.51451e-08 1.08919e-08 6.37027e-09 8.42068e-09 7.14983e-09 7.79884e-09 6.21003e-09 6.45371e-09 1.6896e-08 1.00652e-08 5.40022e-09 8.25915e-09 5.52779e-09 1.1283e-08 1.19261e-08 4.40047e-08 1.685e-08 2.95306e-08 1.25218e-08 2.57901e-08 1.12458e-08 9.92188e-09 1.9696e-08 9.65582e-09 1.51156e-08 1.57785e-07 1.29812e-07 1.6867e-08
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.13597000000000004 0.14838000000000004 0.15109000000000003 -0.11122999999999998 -0.15178999999999995 0.094030000000000016 -1.0000000180025095e-35 -0.009184999999999997 -0.52517999999999987 0.13699500000000003 0.072365000000000027 0.035175000000000005 -0.089544999999999986 0.23460000000000003 0.0033700000000000002 -0.12043 0.13636500000000004 0.089165000000000008 -0.072359999999999994 -0.077709999999999987 0.089075000000000015 0.057025000000000006 -0.083284999999999984 0.11048500000000001 0.092095000000000024 0.013605000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 8 -8 -5 10 -10 -12 -13 14 15 16 -14 18 19 -18 23 -22 -17 -21 25 26 28 29 -25 -28
right_child=1 3 -4 4 5 -7 7 -9 9 -11 11 12 13 -15 -16 22 17 -19 -20 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-1.4193435484344264e-06 -2.8935452021306406e-07 -2.281564377967914e-06 3.5557043830181104e-06 1.3495328776049493e-06 -6.4657566175204315e-08 2.7136437086028311e-06 -1.8800978978106286e-09 -2.5534157094111635e-06 2.7665618910594446e-06 -1.4221177863760204e-06 -2.0130776592850454e-06 1.5999096690609893e-06 1.9379725283981993e-06 -2.0345635721241708e-06 4.477090966625852e-07 -3.024776500751614e-06 -3.4472334773454353e-06 -4.7073201227476605e-06 2.2468600144606805e-06 -1.9307363471751967e-06 -4.8153006767611607e-07 4.230187113578376e-06 1.1424992321519226e-07 -2.6605928210770683e-07 3.1219421794048685e-06 -1.7547879442414427e-06 -5.6782090851816393e-09 -7.5307796216910515e-06 8.0590782364321391e-06 2.5574120089598956e-06
leaf_weight=20 21 21 20 34 24 20 25 23 22 32 25 21 31 20 256 25 25 20 33 27 26 21 21 126 20 32 2054 28 22 26
leaf_count=20 21 21 20 34 24 20 25 23 22 32 25 21 31 20 256 25 25 20 33 27 26 21 21 126 20 32 2054 28 22 26
internal_value=0 9.15658e-09 1.58628e-06 -1.19749e-08 3.70838e-09 1.19821e-06 -1.38402e-08 -1.22449e-06 5.8786e-09 -9.80428e-09 5.88264e-09 -1.53608e-08 2.26199e-09 -9.66499e-09 4.83482e-09 -3.98541e-08 -1.11962e-08 -3.57589e-08 2.5326e-09 -2.82372e-08 7.64651e-09 1.62371e-06 -1.59174e-06 -2.48823e-08 -2.58678e-09 -2.98991e-08 -5.43258e-09 -7.40191e-08 9.71461e-07 2.63604e-08
internal_weight=0 3101 41 3060 3039 44 2995 48 2947 2913 2881 2859 2834 2813 2793 2537 2491 2460 2440 2407 2382 47 46 2335 2308 2288 2256 2108 148 2080
internal_count=3121 3101 41 3060 3039 44 2995 48 2947 2913 2881 2859 2834 2813 2793 2537 2491 2460 2440 2407 2382 47 46 2335 2308 2288 2256 2108 148 2080
is_linear=0
shrinkage=0.1


Tree=7271
num_leaves=31
num_cat=0
split_feature=402 1212 401 1212 1212 1211 1203 132 13 1203 1208 1208 403 1210 1209 1209 1209 1210 42 1210 401 401 402 133 1213 1176 3 3 1456 42
split_gain=5.08856e-09 5.47361e-09 6.96597e-09 5.56447e-09 6.63086e-09 1.31781e-08 5.40625e-09 1.04855e-07 8.87797e-08 6.68603e-09 4.85345e-09 7.35822e-09 4.84486e-09 9.21387e-09 8.87009e-09 1.2546e-08 1.02096e-08 7.83707e-09 4.69347e-08 1.0214e-08 5.9299e-09 5.05134e-09 2.85753e-08 1.74883e-08 6.91736e-09 9.02106e-09 5.32299e-09 1.12171e-08 1.162e-08 1.71825e-08
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 0.13613500000000003 0.11796000000000001 0.11301500000000002 0.088820000000000024 -0.083284999999999984 -0.0030199999999999997 0.087520000000000014 0.11531000000000001 0.10233500000000001 -0.55276999999999987 -0.13847499999999999 0.091045000000000001 0.088060000000000013 0.086270000000000013 -0.05860499999999999 0.087505000000000013 -0.0084249999999999985 0.11602000000000001 -1.0000000180025095e-35 -0.45015499999999992 0.5012700000000001 0.12955000000000003 0.087330000000000019 -0.094299999999999981 -0.095524999999999985 -0.085664999999999991 -0.16797499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 -8 -9 10 11 12 -1 -14 15 16 17 18 -15 -19 21 22 -21 24 25 26 27 28 -23 -30
right_child=-2 -3 -4 -5 -6 -7 7 8 -10 -11 -12 -13 13 14 -16 -17 -18 19 -20 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.2287215488895803e-06 1.5513929243059553e-06 -1.6194922964240549e-06 1.697480406429956e-06 1.6093330329914308e-06 -1.4127632751711537e-06 2.3761076333713668e-06 3.9002103908050804e-06 -8.876233438535054e-06 5.4606188314210159e-07 1.771546157312644e-06 -1.466112567156771e-06 1.5502609555066252e-06 2.1287647768986062e-06 4.2700983932228641e-06 -1.9394692666689179e-06 2.3698363561793075e-06 -2.1733382647487982e-06 -2.0886861416139863e-06 -1.5347884209404582e-06 -3.2430110143020736e-06 -1.3693376525125701e-06 -2.114954399227524e-06 1.7166050481266993e-06 2.1484432121915714e-06 -1.8653071356311559e-06 2.1171576911882541e-06 -8.703402104311716e-08 2.6021969028988678e-06 3.0841403713566253e-06 1.5272652234477738e-07
leaf_weight=33 21 21 24 21 34 23 27 20 20 21 23 30 20 26 24 22 22 24 30 26 32 21 21 38 20 20 1998 20 21 418
leaf_count=33 21 21 24 21 34 23 27 20 20 21 23 30 20 26 24 22 22 24 30 26 32 21 21 38 20 20 1998 20 21 418
internal_value=0 -1.05096e-08 4.64322e-10 -1.28674e-08 -2.40955e-08 -8.35731e-09 -2.67794e-08 -9.14892e-07 -4.16509e-06 -6.33149e-09 -1.92548e-08 -7.64359e-09 -2.41235e-08 -9.94169e-09 -2.53115e-08 -8.66059e-09 -2.77789e-08 -1.03932e-08 1.16034e-06 -3.50494e-08 -1.63446e-08 2.88447e-10 -1.02701e-06 1.91786e-08 -1.29549e-08 1.87578e-09 -1.51967e-08 2.83826e-07 1.83027e-07 2.92954e-07
internal_weight=0 3100 3079 3055 3034 3000 2977 67 40 2910 2889 2866 2836 2803 2783 2759 2737 2715 56 2659 2635 2603 47 2556 2518 2498 2478 480 460 439
internal_count=3121 3100 3079 3055 3034 3000 2977 67 40 2910 2889 2866 2836 2803 2783 2759 2737 2715 56 2659 2635 2603 47 2556 2518 2498 2478 480 460 439
is_linear=0
shrinkage=0.1


Tree=7272
num_leaves=31
num_cat=0
split_feature=132 1185 1203 401 0 1213 133 1210 1212 1212 402 402 2 1210 2 2 2 133 133 133 4 403 1212 1213 1212 394 390 403 52 3
split_gain=5.40947e-09 2.42248e-08 1.98042e-08 4.74725e-09 1.45387e-08 1.37524e-08 8.65653e-09 1.27196e-08 4.7579e-09 2.05712e-08 1.74837e-08 5.78491e-08 4.19175e-08 1.04305e-08 3.04769e-08 3.51058e-08 4.69417e-08 1.0047e-08 1.27382e-08 8.49546e-09 5.38951e-08 7.32526e-09 8.23048e-09 1.01203e-08 1.17086e-08 1.55066e-08 1.11976e-08 6.8752e-09 1.42163e-08 6.07006e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.13200999999999999 -0.071719999999999992 -1.0000000180025095e-35 0.51114000000000004 0.24726500000000004 -0.09386499999999999 -0.08867499999999999 -0.095444999999999988 -0.10770499999999998 0.084985000000000019 -0.064344999999999999 0.084145000000000011 0.085235000000000019 0.088555000000000009 -0.093189999999999981 -0.15387499999999996 0.26753000000000005 -0.078439999999999996 -0.34918499999999997 0.12799000000000002 0.24572000000000002 0.10083000000000002 -0.11103499999999998 0.089065000000000019 0.10057000000000001 0.085815000000000016 -0.080564999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 7 8 17 -10 11 12 -11 14 -12 -16 -17 18 -5 21 -21 -15 23 24 25 -23 27 -27 29 -29
right_child=1 3 -4 6 -6 -7 -8 -9 9 10 13 -13 -14 19 15 16 -18 -19 -20 20 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-1.242983773171347e-07 3.420521673953252e-06 1.2150979859088143e-06 -3.0140183641138823e-06 -7.874393542719884e-08 2.8930082991159315e-06 -1.9702872716310515e-06 -1.50887477670231e-06 2.3029053015951225e-06 3.0614525299328805e-06 3.9643034966729832e-06 3.6464446111494908e-06 -5.568921217976216e-06 -1.8052215673779919e-06 1.4544192884256648e-06 -3.5653200982432325e-06 4.3257542116676908e-06 -1.1275809161983679e-06 1.8422791175939973e-07 -3.5219886699037903e-06 -4.8379605209941914e-06 1.8074548693701989e-06 2.2021818853801277e-06 -1.9281443469894428e-06 2.200510912838841e-06 -2.4137752393471604e-06 -2.214103068835623e-08 -2.2099185803594794e-06 -1.2267178438681489e-06 3.1620816495584827e-06 1.1776546194769687e-06
leaf_weight=195 21 33 27 21 23 23 38 24 22 20 31 24 34 35 21 27 38 57 22 23 26 32 22 21 20 2155 23 21 21 21
leaf_count=195 21 33 27 21 23 23 38 24 22 20 31 24 34 35 21 27 38 57 22 23 26 32 22 21 20 2155 23 21 21 21
internal_value=0 3.64306e-08 -4.75751e-07 1.17378e-08 7.76213e-07 -9.31852e-08 -9.83907e-09 1.07924e-08 -9.30655e-09 1.63687e-08 -9.24956e-09 -1.48392e-06 3.3164e-07 3.60891e-08 9.58251e-07 -1.07492e-08 1.13765e-06 -6.86364e-07 -1.8404e-06 -8.49479e-09 -1.31182e-06 1.84403e-08 -3.07483e-09 1.52275e-08 -4.78602e-09 1.64105e-08 -1.48008e-08 7.96189e-09 1.03767e-06 -2.45316e-08
internal_weight=0 2899 222 2878 79 56 2799 2761 2737 2637 2615 78 54 2537 117 86 65 100 43 2420 49 2371 2336 2314 2293 2273 2241 2218 63 42
internal_count=3121 2899 222 2878 79 56 2799 2761 2737 2637 2615 78 54 2537 117 86 65 100 43 2420 49 2371 2336 2314 2293 2273 2241 2218 63 42
is_linear=0
shrinkage=0.1


Tree=7273
num_leaves=31
num_cat=0
split_feature=1212 1212 13 3 158 130 13 1212 133 1212 403 13 132 399 1203 1211 1203 1185 393 401 4 130 12 12 0 43 3 43 1212 1213
split_gain=4.81701e-09 1.82186e-08 1.60624e-08 4.05789e-08 3.42002e-08 8.72938e-09 2.37629e-08 7.10592e-09 1.73993e-08 6.17608e-09 2.81674e-08 1.25716e-08 5.89099e-09 1.93207e-08 1.57435e-08 1.43745e-08 7.4524e-09 6.28469e-09 6.23601e-09 8.04893e-09 3.81892e-08 6.06242e-08 4.64989e-08 1.08804e-07 6.17168e-08 6.85101e-08 4.1294e-08 2.09024e-08 1.48449e-08 4.38891e-08
threshold=0.08759500000000002 0.086920000000000011 -0.085584999999999981 -0.082234999999999989 0.10398500000000001 0.089120000000000019 -0.070999999999999994 0.058525000000000008 -0.012164999999999999 0.11660500000000001 -0.081224999999999992 -0.0034749999999999994 -0.083449999999999983 0.091580000000000009 0.085960000000000023 0.092860000000000012 0.086700000000000013 0.086650000000000019 0.09389500000000002 0.076195000000000013 -0.083644999999999983 0.085235000000000019 0.088245000000000004 0.090695000000000012 -0.084509999999999988 -0.0047449999999999992 -0.081054999999999974 -0.0047449999999999992 -0.089079999999999979 -0.071559999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 5 6 -4 12 -9 10 11 -8 14 15 -1 16 17 18 19 28 21 -21 24 -24 25 -22 -27 -25 -14 -30
right_child=2 -3 4 -5 -6 -7 9 8 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 20 22 -23 23 27 -26 26 -28 -29 29 -31
leaf_value=-1.6361602868342792e-07 5.0382722226534808e-06 -2.4894101356191339e-06 3.7893307013415658e-06 -1.6293711610160247e-07 -3.6605245559653471e-06 -1.0652735667804337e-06 -1.5546401404994744e-06 -3.0785311427087332e-07 3.3742522516279552e-06 -8.5811815032733702e-07 3.8833935215214822e-06 1.1520880441651117e-06 2.112119754576056e-06 2.4087889576576624e-06 -2.6363249591462767e-06 -2.6319738992697239e-06 1.7131491886175356e-06 -1.5995788653242474e-06 1.6700407930417523e-06 -6.9500055360549599e-06 -4.1282605090080846e-06 3.9266462171445202e-07 6.2288849472286704e-06 5.4430415730166715e-07 -6.514570699209799e-06 5.4103472025633985e-06 -6.616895935470287e-07 -3.0480454443022607e-06 -4.5431858825936831e-06 5.0557214693093176e-08
leaf_weight=152 24 30 22 40 23 32 37 33 21 37 21 32 34 33 31 21 25 25 22 22 28 23 33 46 20 21 24 25 21 2163
leaf_count=152 24 30 22 40 23 32 37 33 21 37 21 32 34 33 31 21 25 25 22 22 28 23 33 46 20 21 24 25 21 2163
internal_value=0 -3.80804e-08 4.05342e-07 1.78752e-06 -2.8282e-08 4.33274e-07 7.55109e-07 -1.20302e-08 1.12408e-06 2.29496e-07 6.76627e-07 -2.99346e-07 -3.41861e-08 4.61501e-09 -5.8249e-07 -2.64613e-08 -4.85157e-09 -2.19836e-08 -6.09324e-09 -2.10831e-08 -5.68697e-07 -3.19709e-06 3.16959e-08 1.48452e-06 -1.59297e-06 -2.44583e-07 2.17193e-06 -7.20608e-07 3.86657e-08 6.38661e-09
internal_weight=0 2853 268 64 204 181 149 2823 54 127 90 69 2769 2586 183 2553 2532 2507 2482 2460 242 45 197 104 93 73 45 71 2218 2184
internal_count=3121 2853 268 64 204 181 149 2823 54 127 90 69 2769 2586 183 2553 2532 2507 2482 2460 242 45 197 104 93 73 45 71 2218 2184
is_linear=0
shrinkage=0.1


Tree=7274
num_leaves=31
num_cat=0
split_feature=402 401 1212 132 1203 393 1177 128 129 394 129 1185 130 47 2 47 1 120 130 3 128 14 1 50 9 50 43 2 2 2
split_gain=4.24159e-09 5.68978e-09 6.0168e-09 3.99979e-09 2.2257e-08 1.62397e-08 4.68408e-09 9.74912e-09 8.708e-09 9.92136e-09 5.09884e-09 7.10021e-09 5.1382e-09 4.81553e-09 4.51904e-08 1.45136e-08 5.92488e-09 1.87334e-08 9.08058e-09 7.58811e-09 1.91432e-08 2.09606e-08 2.09508e-08 1.84071e-08 1.31707e-08 1.06182e-08 4.14915e-08 1.06174e-08 2.3854e-08 1.93658e-08
threshold=0.31278000000000006 0.13699500000000003 0.14560000000000003 -0.083449999999999983 0.089480000000000018 0.12679500000000002 -0.083384999999999973 0.12086000000000001 -0.077709999999999987 -0.10421499999999999 0.11234000000000001 0.088380000000000014 0.115025 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.16540500000000002 1.0000000180025095e-35 -0.22461999999999996 -0.094874999999999987 0.085955000000000018 0.07913000000000002 0.12577000000000002 -0.46943999999999991 0.08925000000000001 -0.099524999999999988 -0.064334999999999989 0.10644500000000001 0.093680000000000013 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 8 -8 -10 11 12 13 15 -15 16 17 18 -11 20 21 22 27 -21 25 26 -25 28 -20 -30
right_child=-2 -3 -4 5 -6 -7 7 -9 9 10 -12 -13 -14 14 -16 -17 -18 -19 19 23 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-9.8006954843076143e-08 1.4164135905048171e-06 -1.6120600093927352e-06 1.6132139169554728e-06 1.3908791203220972e-06 -3.6042531002067337e-06 2.72729226625498e-06 -1.6907910718562867e-06 -2.212067882680913e-06 1.9296838660112474e-06 2.1597291845409926e-06 1.5554631556283096e-06 -1.7979485851976112e-06 1.6027475578539451e-06 -4.9757327752786294e-06 -5.5453640734575472e-08 2.6590910070332204e-06 1.7321729046670953e-06 -2.3264278788893897e-06 -6.6016750480088528e-08 -3.0842703779399019e-06 2.644496821143808e-06 -2.0274990219685439e-06 3.5888154673102687e-06 4.6482564027511014e-06 2.2006496107105881e-06 -1.0366897971766014e-07 -1.6378939995948238e-06 -6.2724949844531856e-07 4.538023357702554e-06 9.9679561131740653e-07
leaf_weight=191 21 22 23 24 20 22 30 20 27 20 21 22 20 20 280 21 20 34 154 20 35 38 20 21 26 1762 21 96 23 47
leaf_count=191 21 22 23 24 20 22 30 20 27 20 21 22 20 20 280 21 20 34 154 20 35 38 20 21 26 1762 21 96 23 47
internal_value=0 -9.59028e-09 1.86337e-09 -1.02679e-08 -4.30353e-07 2.08987e-08 -2.00036e-10 -1.21321e-08 3.70618e-09 2.22051e-08 3.27748e-09 -8.79507e-09 5.90297e-09 -6.11241e-09 -3.83472e-07 4.18977e-08 1.838e-08 3.58676e-09 3.82869e-08 1.9538e-08 4.07095e-07 1.99928e-07 4.48876e-07 -6.69814e-08 -3.40056e-08 -6.62124e-08 1.50518e-06 2.52629e-07 6.2972e-07 2.16034e-06
internal_weight=0 3100 3078 3055 211 2844 2822 2798 2778 2748 2721 2700 2678 2658 300 2358 2337 2317 2283 2263 413 378 340 1850 1830 1804 42 320 224 70
internal_count=3121 3100 3078 3055 211 2844 2822 2798 2778 2748 2721 2700 2678 2658 300 2358 2337 2317 2283 2263 413 378 340 1850 1830 1804 42 320 224 70
is_linear=0
shrinkage=0.1


Tree=7275
num_leaves=31
num_cat=0
split_feature=132 1211 394 1203 50 129 391 401 1 15 402 402 131 2 131 151 16 49 150 150 13 403 1210 1212 480 402 0 4 4 16
split_gain=3.87918e-09 9.25713e-08 6.34471e-08 1.05908e-08 4.69512e-09 3.78721e-09 4.17645e-09 3.9256e-09 1.16385e-08 2.46942e-08 9.27189e-09 3.47938e-08 4.70182e-09 1.18086e-08 7.6289e-09 7.12945e-09 1.76549e-08 2.07706e-08 7.65586e-09 1.56493e-08 6.85679e-09 5.63417e-09 4.38667e-08 2.08984e-08 1.80456e-08 3.88503e-08 1.62326e-08 2.35987e-08 5.36872e-08 4.2994e-08
threshold=-0.083284999999999984 0.085535000000000014 0.12358500000000001 0.089165000000000008 0.093975000000000017 -0.078929999999999986 -0.085594999999999991 -0.13200999999999999 0.094385000000000011 0.095175000000000023 -0.45454999999999995 -0.41103999999999991 0.11767000000000001 0.094565000000000024 0.11088500000000003 0.10561000000000002 -0.083134999999999987 -0.015259999999999998 0.12640500000000002 0.12068000000000002 -0.049279999999999997 -0.0047449999999999992 -0.064799999999999983 -0.087464999999999987 0.086995000000000017 0.10874500000000002 -0.084804999999999978 -0.081609999999999988 -0.07958999999999998 -0.026164999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 6 -2 8 9 -7 -9 -12 14 -14 15 18 -17 -18 19 21 -16 23 -23 -13 25 26 27 29 -29 -25
right_child=2 -3 -4 -5 -6 7 -8 10 -10 -11 11 12 13 -15 20 16 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=1.8462368916372518e-07 -4.7223705905707907e-08 6.8911069723753824e-06 -5.6435427360668202e-06 -2.4284179573896836e-06 -1.4068950133064174e-06 -6.0136733987621543e-07 1.9964133321082048e-06 1.7853386290361024e-06 -1.2639323162230456e-06 3.5621162676286691e-06 -4.1993545443119735e-06 3.2817657442633806e-06 -4.1031044606971854e-07 2.5107641640715885e-06 -2.7120305256289611e-06 -1.2142526486513816e-06 3.9952119259658923e-06 -2.9127627783509528e-07 -1.4665452216082191e-06 2.7008711694655913e-06 -9.34826238108144e-08 -3.6220369293005212e-06 -5.0808539449898523e-08 -4.2405723772345681e-07 -2.4856969527888851e-06 3.6284873104364125e-06 5.0836833272190541e-07 4.3805443263646222e-06 -1.2889725108148835e-06 -5.9882018355156547e-06
leaf_weight=158 20 20 20 20 21 29 20 28 22 28 20 22 31 25 20 24 26 20 37 21 20 35 1991 41 25 32 240 23 61 21
leaf_count=158 20 20 20 20 21 29 20 28 22 28 20 22 31 25 20 24 26 20 37 21 20 35 1991 41 25 32 240 23 61 21
internal_value=0 4.05843e-07 -3.0619e-08 -2.45943e-07 -2.0908e-09 8.33257e-09 9.74595e-07 -5.26718e-09 6.89786e-07 1.44385e-06 -2.51402e-08 -4.36753e-08 -1.30625e-08 8.93741e-07 -3.21603e-08 -1.12272e-08 9.84399e-07 2.13152e-06 -3.85688e-08 -1.75357e-08 -1.40276e-06 -4.04529e-08 -1.12503e-07 2.73469e-07 1.24073e-07 2.80159e-07 2.57775e-09 -8.28859e-07 2.63395e-07 -2.30869e-06
internal_weight=0 219 2902 199 179 2882 40 2842 79 57 2763 2735 2715 56 2659 2619 70 46 2549 2512 40 2491 2026 465 443 418 386 146 84 62
internal_count=3121 219 2902 199 179 2882 40 2842 79 57 2763 2735 2715 56 2659 2619 70 46 2549 2512 40 2491 2026 465 443 418 386 146 84 62
is_linear=0
shrinkage=0.1


Tree=7276
num_leaves=31
num_cat=0
split_feature=394 394 1176 3 1183 132 1203 132 50 1212 3 3 15 133 1212 1212 1212 2 160 1372 160 160 131 1447 131 16 1 16 3 15
split_gain=3.92137e-09 7.54921e-09 1.12227e-08 7.07448e-09 5.08714e-09 5.20905e-09 1.0163e-07 6.40814e-08 2.07017e-08 3.80768e-09 1.25856e-08 1.39673e-08 1.5425e-08 1.63685e-08 4.54056e-09 5.16354e-09 1.2567e-08 3.52391e-08 2.0915e-08 5.41116e-09 5.10787e-09 1.79643e-08 1.70127e-08 5.78466e-08 5.21464e-08 2.01278e-08 2.23717e-08 2.05534e-08 1.77175e-08 1.7327e-08
threshold=-0.14580499999999996 -0.09139499999999999 1.0000000180025095e-35 -0.082594999999999988 -0.073809999999999973 -0.083284999999999984 0.089165000000000008 -0.066044999999999979 0.10022000000000002 0.10321500000000002 -0.076514999999999986 -0.078084999999999988 0.091475000000000015 -0.023589999999999996 0.096720000000000014 0.091580000000000009 0.087615000000000012 0.084755000000000011 -0.57146499999999989 -0.097369999999999984 -0.079009999999999983 -0.077459999999999987 0.089415000000000008 0.0071200000000000005 0.09172000000000001 -0.0048099999999999992 0.086255000000000012 0.023255000000000001 -0.072624999999999981 0.10549000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 -3 6 8 -7 -6 14 11 12 13 -11 15 16 18 -18 -9 -20 22 -22 23 25 -24 29 27 -27 -26 -21
right_child=1 2 -4 -5 5 7 -8 9 -10 10 -12 -13 -14 -15 -16 -17 17 -19 19 20 21 -23 24 -25 28 26 -28 -29 -30 -31
leaf_value=-2.0041313667626618e-06 1.4144556681565902e-06 1.165401742977529e-06 -1.8967661063587941e-06 4.9750638936529862e-07 9.89075788958799e-08 -5.6738787452559338e-06 7.0699358015450085e-06 3.0789549017837006e-06 -3.3248048612577463e-06 -2.2098978480368138e-06 2.7231502609869166e-06 -2.1319609180119931e-06 3.0129334953969756e-06 1.6476254576115356e-06 -1.5178179228314548e-06 1.1840462867161882e-06 -4.7116015003839929e-06 6.6723799230611147e-07 -1.6561152563099315e-06 1.0928145593708475e-08 -2.6934236387887722e-06 -4.693572482532198e-08 -5.2406156328288491e-06 4.9784012061435433e-06 -1.1830403932875808e-06 4.6679222778038826e-06 -5.8295590466103742e-07 1.219498491471833e-06 2.2872597534322787e-06 -2.8900497899154621e-06
leaf_weight=26 38 38 31 20 151 20 21 22 20 22 22 22 21 22 20 36 21 29 20 321 26 1900 22 27 31 25 41 56 28 22
leaf_count=26 38 38 31 20 151 20 21 22 20 22 22 22 21 22 20 36 21 29 20 321 26 1900 22 27 31 25 41 56 28 22
internal_value=0 1.37119e-08 -3.81474e-09 -9.16463e-07 1.57067e-08 9.869e-10 5.04727e-07 -3.38539e-08 -3.01527e-07 7.07514e-09 5.8631e-07 4.59594e-08 7.83102e-07 -2.81136e-07 -1.6777e-08 -5.34919e-09 -2.18749e-08 -1.59187e-06 9.01839e-09 -1.77933e-08 -4.68146e-09 -8.26619e-08 2.57431e-07 4.78521e-07 -1.08549e-06 2.17238e-07 1.3204e-06 2.28383e-06 4.63882e-07 -1.7514e-07
internal_weight=0 3075 3037 46 3006 2968 192 2776 171 2756 109 87 65 44 2647 2627 2591 50 2541 2519 2499 1926 573 492 81 465 122 81 59 343
internal_count=3121 3075 3037 46 3006 2968 192 2776 171 2756 109 87 65 44 2647 2627 2591 50 2541 2519 2499 1926 573 492 81 465 122 81 59 343
is_linear=0
shrinkage=0.1


Tree=7277
num_leaves=31
num_cat=0
split_feature=132 394 1203 483 483 483 484 159 15 4 0 482 2 480 160 456 482 159 481 457 457 1374 1373 1373 1375 150 448 0 1 160
split_gain=3.72574e-09 2.11218e-08 1.66777e-08 3.67618e-09 1.40218e-08 9.84823e-09 2.92088e-08 2.33899e-08 1.05633e-08 1.28174e-08 8.6779e-09 8.5576e-09 1.3752e-08 7.5612e-09 7.5404e-09 6.97686e-09 1.02306e-08 9.58387e-09 8.05508e-09 6.70572e-09 1.0827e-08 8.7637e-09 1.06249e-08 1.39383e-08 1.86289e-08 1.06914e-08 9.26098e-09 8.29892e-09 1.29158e-08 4.13639e-08
threshold=-0.083174999999999985 0.10969000000000002 0.089005000000000015 0.13622000000000004 0.12325000000000001 0.10083000000000002 -0.053834999999999994 -0.014584999999999999 -0.56020999999999987 0.6227450000000001 -0.077809999999999976 0.099315000000000014 0.090545000000000014 0.11387000000000001 -0.55323499999999981 -0.093764999999999987 0.086210000000000023 0.092820000000000014 -0.23316499999999998 -0.14249999999999999 -0.08798499999999998 0.095680000000000015 0.087305000000000008 1.0000000180025095e-35 -0.42089999999999994 0.12706500000000001 0.030280000000000001 -0.15931499999999996 0.092390000000000014 -0.046074999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 8 10 -8 -2 11 -7 13 -13 14 -10 -16 18 -18 -17 -20 -21 22 23 24 -22 26 27 28 29 -26
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 -12 12 -14 -15 15 16 17 -19 19 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-7.2315696509296975e-08 -1.7976373542158841e-06 3.0485920235704448e-06 -2.7241410045327803e-06 1.1674521972424744e-06 -2.4640258081252915e-06 6.8130098909369691e-07 5.2460366862847188e-06 7.9621232729281212e-07 -1.5138594755736644e-06 2.4632992779602537e-06 -2.102243926553153e-06 4.2613944742697648e-07 -3.2378129097716215e-06 1.6702522880559963e-06 -1.7264869513936625e-06 1.9462040151146149e-06 3.0084435283325466e-06 1.1887913492122001e-07 1.5182628504005283e-06 -1.7843279835005888e-06 -2.7500762603267506e-06 2.0717745754694761e-06 -2.3254649647697081e-06 2.4388859816573805e-06 -1.1321066005581563e-06 2.2963984281432205e-06 -2.0222642216021602e-06 -5.3361167176397266e-08 -2.8206575146160664e-09 4.5912745528247412e-06
leaf_weight=195 33 23 27 27 23 21 21 27 33 21 24 20 21 27 23 21 22 24 28 35 25 20 20 23 23 20 23 2158 85 28
leaf_count=195 33 23 27 27 23 21 21 27 33 21 24 20 21 27 23 21 22 24 28 35 25 20 20 23 23 20 23 2158 85 28
internal_value=0 3.0227e-08 -3.94835e-07 6.08848e-09 -4.91778e-09 1.50962e-08 1.02707e-06 2.74301e-06 -1.934e-08 2.39478e-09 -8.03256e-07 -1.68956e-08 -1.45052e-06 5.38586e-09 -1.18303e-08 7.39661e-09 2.3005e-08 1.50084e-06 -4.08976e-09 -2.05512e-08 -3.80662e-08 -1.28624e-08 -3.01983e-08 -1.09508e-08 -3.48061e-08 -5.75953e-09 -2.56314e-08 -5.61287e-09 7.5204e-07 2.01014e-06
internal_weight=0 2899 222 2876 2849 2826 93 48 2733 2700 45 2679 41 2638 2611 2578 2555 46 2509 2488 2460 2425 2405 2385 2362 2337 2317 2294 136 51
internal_count=3121 2899 222 2876 2849 2826 93 48 2733 2700 45 2679 41 2638 2611 2578 2555 46 2509 2488 2460 2425 2405 2385 2362 2337 2317 2294 136 51
is_linear=0
shrinkage=0.1


Tree=7278
num_leaves=31
num_cat=0
split_feature=1446 1213 484 2 481 1446 484 4 16 475 1447 154 157 1420 52 1 155 155 0 0 51 16 16 133 0 475 43 12 0 52
split_gain=4.06984e-09 3.52012e-08 2.83173e-08 6.9958e-08 2.90265e-08 1.71798e-08 8.88178e-09 2.09941e-08 3.11306e-08 1.55132e-08 9.71581e-09 4.97737e-09 9.38882e-09 6.45485e-09 8.18384e-09 3.42133e-08 3.41732e-08 1.26787e-08 6.14328e-09 3.80525e-08 2.51935e-08 2.0472e-08 3.27544e-08 2.96103e-08 5.41837e-08 2.80951e-08 2.44507e-08 2.69779e-08 2.2391e-08 1.69394e-08
threshold=0.083715000000000026 0.04198000000000001 -0.085604999999999987 0.086330000000000004 -0.085629999999999984 0.057835000000000004 0.041405000000000004 -0.0047449999999999992 -0.021269999999999997 -0.065099999999999977 -0.073059999999999986 0.084190000000000001 0.63604500000000008 -0.08341999999999998 -0.55061999999999989 0.10672000000000002 0.11562500000000002 0.11854500000000001 -0.070889999999999995 -0.070154999999999981 -0.22411499999999998 0.15891500000000003 0.22339500000000004 0.089595000000000022 -0.053834999999999994 -0.024084999999999999 -0.23714499999999997 0.12757000000000002 0.047850000000000011 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 11 7 8 -6 -9 -11 12 13 -1 15 16 -15 18 20 -20 -16 26 -23 25 -25 -24 -21 29 -27 -28
right_child=1 -3 4 -5 6 -7 -8 9 -10 10 -12 -13 -14 14 17 -17 -18 -19 19 21 -22 22 23 24 -26 28 27 -29 -30 -31
leaf_value=1.3606053872696494e-06 -6.6594483041626524e-06 4.3041770628146232e-06 3.6235804680439256e-06 1.0283662074416183e-06 -3.8607316741395297e-06 -2.8181223631856316e-06 1.6068410207393051e-06 3.2215212752362279e-06 7.8383424019429424e-07 1.0312703793577825e-06 -1.7202317784332471e-06 1.5209779597907549e-06 -2.1832412136291172e-06 1.7680201600687097e-07 2.7682136680382165e-06 2.3496320321473004e-06 -4.6372342148970351e-06 2.2923238797526819e-06 -4.4727930279415364e-06 3.3657012124876932e-06 2.2893361443520551e-08 -4.1966173773323169e-06 -2.8456863583414817e-06 -6.554232775215496e-06 8.067232573694129e-07 2.0701314128661245e-07 -1.8323313967558981e-07 -2.7043036197937912e-06 3.8052291919094776e-06 1.26901745994655e-06
leaf_weight=34 20 21 27 29 31 22 31 20 27 33 21 21 20 29 34 22 30 24 21 24 1985 27 25 20 20 98 228 32 21 124
leaf_count=34 20 21 27 29 31 22 31 20 27 33 21 21 20 29 34 22 30 24 21 24 1985 27 25 20 20 98 228 32 21 124
internal_value=0 3.78802e-07 3.38942e-08 -2.10952e-06 5.86669e-07 -3.44265e-08 8.36221e-08 -2.74104e-07 -1.69861e-06 8.42398e-07 -3.87582e-08 -1.28551e-08 -2.42854e-08 -8.85324e-09 -2.5699e-08 -1.01602e-06 -2.27101e-06 4.199e-09 -1.64535e-08 -2.86426e-07 6.91246e-08 -1.444e-07 -9.44094e-07 -4.66822e-07 -2.87375e-06 2.0177e-07 2.69167e-07 7.56336e-08 8.41992e-07 3.28355e-07
internal_weight=0 260 239 49 190 2861 163 132 58 74 54 2839 2818 2798 2764 81 59 2683 2659 640 2019 619 211 184 40 144 408 384 119 352
internal_count=3121 260 239 49 190 2861 163 132 58 74 54 2839 2818 2798 2764 81 59 2683 2659 640 2019 619 211 184 40 144 408 384 119 352
is_linear=0
shrinkage=0.1


Tree=7279
num_leaves=31
num_cat=0
split_feature=156 1425 474 154 1446 3 12 47 1446 1453 1447 1447 1447 2 1447 480 42 160 160 1428 52 2 2 1374 151 14 151 12 13 1210
split_gain=4.25791e-09 4.57739e-09 4.31591e-09 3.70492e-09 7.31679e-09 1.42673e-08 1.66953e-08 2.47296e-08 4.69157e-09 1.20613e-08 1.43605e-08 7.76699e-08 4.12305e-08 1.92258e-08 1.26083e-08 2.28988e-08 1.96302e-08 7.50286e-09 8.9514e-09 9.57198e-09 1.03983e-08 7.4302e-09 2.82571e-08 3.33654e-08 2.89465e-08 2.09408e-08 1.44686e-08 1.41024e-08 1.4037e-08 2.67019e-08
threshold=0.32523500000000005 0.10129000000000002 -0.42010499999999995 0.085530000000000009 0.092750000000000013 -0.082879999999999995 0.089505000000000015 0.07813500000000001 0.089705000000000021 -0.15270999999999998 -0.086279999999999982 -0.086849999999999997 -0.085644999999999985 0.086330000000000004 -0.082824999999999982 0.11471500000000003 0.087550000000000017 -0.53908999999999996 -0.50449999999999984 -0.020064999999999996 -0.56176499999999996 0.087625000000000022 0.087470000000000006 0.086000000000000007 -0.16239999999999996 0.081185000000000021 -0.54279999999999984 0.12069000000000002 0.061215000000000012 -0.14175499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 -6 7 -7 9 -4 11 13 -12 -11 16 17 -14 -16 -19 -20 -21 22 23 24 -22 27 -23 28 29 -26
right_child=-2 -3 3 -5 5 6 -8 -9 -10 10 12 -13 14 -15 15 -17 -18 18 19 20 21 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.3371048439125844e-06 1.4191297617842447e-06 -1.3572750635830744e-06 2.4283475363517937e-06 -1.2735582028812054e-06 2.5385810033640157e-06 -3.4982929037141731e-06 1.7296994607412282e-06 1.0903882696311485e-06 -1.422824319874394e-06 -1.589592284087108e-06 4.5269818974702506e-06 -6.7637042673140972e-06 2.6361406269089733e-07 1.9042363899441422e-06 -1.4825385505901068e-06 3.3682755602626457e-06 -4.0200764942710526e-06 1.8745140484952571e-06 -2.1038328007059385e-06 1.8113883455835975e-06 3.9270272588964872e-06 -2.8568734319378565e-06 3.5499847233685013e-06 -3.8663912424194026e-06 3.2995110696329332e-06 -3.1179504583178641e-06 -1.4787130616415624e-07 2.6535233195865907e-06 -1.1871742415972026e-06 1.1126983723796485e-07
leaf_weight=24 21 25 20 23 33 23 35 24 24 28 20 20 23 36 35 20 20 25 22 31 20 20 24 21 27 20 1386 22 79 970
leaf_count=24 21 25 20 23 33 23 35 24 24 28 20 20 23 36 35 20 20 25 22 31 20 20 24 21 27 20 1386 22 79 970
internal_value=0 -9.61431e-09 1.34228e-09 -9.16519e-09 4.38854e-10 7.82793e-07 7.61959e-08 -1.15514e-06 -3.04471e-08 -1.88801e-08 -3.59399e-08 -1.32417e-06 2.91512e-09 3.75686e-07 -2.98087e-08 -2.96937e-09 -1.7288e-06 -2.79231e-08 -8.83363e-09 -2.66549e-08 -9.21291e-09 -3.10123e-08 1.53674e-07 8.33448e-08 1.56231e-07 8.87748e-08 -1.86406e-07 1.47185e-07 9.59403e-08 1.97611e-07
internal_weight=0 3100 3075 3051 3028 115 82 47 2913 2889 2869 84 2785 64 2765 2722 43 2702 2667 2642 2620 2589 1183 1159 1138 1118 1406 1098 1076 997
internal_count=3121 3100 3075 3051 3028 115 82 47 2913 2889 2869 84 2785 64 2765 2722 43 2702 2667 2642 2620 2589 1183 1159 1138 1118 1406 1098 1076 997
is_linear=0
shrinkage=0.1


Tree=7280
num_leaves=31
num_cat=0
split_feature=1446 2 3 484 1446 483 51 483 1446 1447 42 1447 480 3 481 480 1 1 1 160 160 0 1210 47 1 1 50 45 16 43
split_gain=3.5616e-09 3.35959e-08 3.22372e-08 1.96353e-08 4.79304e-08 2.83379e-08 2.66969e-08 2.45273e-08 1.54029e-08 1.1779e-08 1.11694e-08 4.68016e-09 2.13538e-08 1.30187e-08 5.93675e-09 1.41344e-08 4.74383e-09 1.28744e-07 1.27569e-07 1.25483e-08 2.29431e-08 1.09776e-08 1.05063e-08 1.04753e-08 1.00781e-07 3.90308e-08 2.1749e-08 1.71572e-08 1.7056e-08 2.59657e-08
threshold=0.083715000000000026 0.083715000000000026 -0.083154999999999993 -0.085604999999999987 0.085345000000000018 0.10321500000000002 -0.015099999999999997 0.032770000000000007 0.057835000000000004 -0.084334999999999979 0.089535000000000017 -0.079489999999999991 0.11471500000000003 -0.078584999999999988 0.11244000000000001 0.090205000000000021 0.09253500000000002 0.091785000000000019 0.093100000000000002 0.11205000000000002 0.10580000000000002 -0.23051499999999997 -0.42132499999999995 0.092165000000000011 0.098700000000000024 0.094385000000000011 0.091320000000000012 0.10331000000000001 -0.06421499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 6 -5 7 -3 9 11 -6 -11 13 14 -1 15 16 17 21 -18 20 23 -13 -23 25 -25 -20 -27 -26 29 -28
right_child=1 3 -4 4 5 -7 -8 -9 -10 10 -12 12 -14 -15 -16 -17 18 -19 19 -21 -22 22 -24 24 27 26 28 -29 -30 -31
leaf_value=3.7301041588526807e-07 5.5968467352483587e-06 4.5967162748183915e-07 7.1478671776802871e-07 4.697261093020816e-06 1.8920288019736682e-06 2.4094643691796593e-06 -4.5884394290722373e-06 -3.294684403145867e-06 -2.6680197854809442e-06 -2.2781833869040774e-06 6.2988396166474568e-07 2.0314630826480705e-06 3.1820107129273572e-06 -2.9433909105591738e-06 1.6978035614556575e-06 -2.6157703007898128e-06 7.8768625501522497e-06 -7.3819504365246759e-06 3.4292581858608173e-06 1.8514599914202075e-06 -3.3449782411783723e-06 2.1327814176236809e-06 -6.6498359486898979e-08 -6.85979279464648e-06 -1.706679747506066e-07 1.8828085441486484e-07 -4.6251953108367164e-07 2.9723215548216333e-06 4.561680890963709e-07 -5.5581787728442581e-06
leaf_weight=29 21 20 38 21 21 28 22 36 22 28 25 26 21 20 20 21 21 24 35 35 21 22 1715 23 132 592 20 20 22 20
leaf_count=29 21 20 38 21 21 28 22 36 22 28 25 26 21 20 20 21 21 24 35 35 21 22 1715 23 132 592 20 20 22 20
internal_value=0 3.54357e-07 2.45247e-06 -2.61507e-07 2.46474e-07 -4.30819e-07 -2.18458e-06 -1.1538e-06 -3.22091e-08 -1.1229e-07 -9.06454e-07 -1.17837e-08 5.23175e-09 -9.80623e-07 -1.88608e-08 -3.13502e-08 -1.14555e-08 -1.07147e-07 1.70268e-07 -5.6439e-09 -7.90887e-08 -8.11427e-09 -3.86433e-08 2.90577e-10 -6.90611e-07 1.75774e-07 1.65749e-09 2.42883e-07 -1.78029e-06 -3.01035e-06
internal_weight=0 260 59 201 159 138 42 110 2861 74 53 2839 2790 49 2769 2749 2728 1787 941 920 885 1763 1737 864 175 689 654 152 62 40
internal_count=3121 260 59 201 159 138 42 110 2861 74 53 2839 2790 49 2769 2749 2728 1787 941 920 885 1763 1737 864 175 689 654 152 62 40
is_linear=0
shrinkage=0.1


Tree=7281
num_leaves=31
num_cat=0
split_feature=44 158 1452 158 1455 3 160 158 159 50 52 52 1446 479 4 1456 15 1446 1 43 1446 1456 1447 2 1447 160 13 1456 1452 50
split_gain=3.65428e-09 1.2597e-08 4.93946e-09 5.88056e-09 4.97028e-09 1.74985e-08 1.83522e-08 1.73942e-08 9.57451e-09 2.09751e-08 7.54686e-09 1.60201e-08 9.62391e-09 1.10955e-08 2.60026e-08 8.22354e-09 1.5888e-08 6.08919e-09 9.39973e-09 9.95458e-09 7.49078e-09 2.07835e-08 1.96732e-08 8.11848e-08 5.62868e-08 9.10591e-09 4.18382e-08 7.40979e-09 2.6603e-08 7.34849e-09
threshold=0.099360000000000018 -0.47356499999999996 -1.0000000180025095e-35 -0.4686749999999999 -0.041319999999999989 -0.082484999999999989 -0.011159999999999998 0.10398500000000001 -0.45371999999999996 0.12213000000000002 0.55608500000000005 0.5116750000000001 -0.088809999999999986 0.098570000000000005 -0.050494999999999991 0.11253500000000001 -0.066844999999999988 0.096495000000000011 0.088135000000000005 -0.067199999999999996 0.091180000000000011 -0.15308499999999997 -0.086279999999999982 0.08622500000000001 -0.085644999999999985 -0.42113499999999993 -0.081224999999999978 -0.081594999999999987 0.085480000000000014 0.10022000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 -5 9 -6 11 12 -10 15 -15 17 -17 20 19 -19 21 -14 23 -23 -24 26 -26 -27 -29 -25
right_child=-2 2 3 4 8 6 -8 -9 10 -11 -12 -13 13 14 -16 16 -18 18 -20 -21 -22 22 24 29 25 27 -28 28 -30 -31
leaf_value=2.1617149017132493e-06 -1.0467294904022614e-06 -1.1722266322067298e-06 1.6350481328944707e-06 1.0215968822754244e-06 -3.6090199846907839e-06 2.4682730624520515e-07 4.171171772007008e-06 -2.901052716879349e-06 -2.1973432762933953e-06 5.7543465845810726e-07 -1.8942303538118549e-06 2.8287056943554491e-06 3.2048775426574137e-06 -1.0390178915997695e-06 3.8911700739079256e-06 5.356113751377377e-07 -3.3543055483927933e-06 -1.4088413427955293e-06 2.7646725442309616e-06 1.6702087339667959e-06 -1.8190163967554565e-06 -6.8473040437581962e-06 5.1675600337221443e-06 -5.7318314759413626e-07 -4.7620272971471429e-06 -1.5433975062342876e-06 1.7062188618410802e-06 -1.9625941117410411e-08 3.3973714190106756e-06 2.1051599278940731e-06
leaf_weight=27 33 36 22 26 23 26 22 20 20 25 21 20 20 20 23 21 21 21 20 21 23 21 21 20 20 31 20 2433 23 21
leaf_count=27 33 36 22 26 23 26 22 20 20 25 21 20 20 20 23 21 21 21 20 21 23 21 21 20 20 31 20 2433 23 21
internal_value=0 1.11892e-08 -7.77981e-09 6.07807e-09 -5.85578e-09 7.09827e-07 2.04549e-06 -6.83903e-07 -2.8982e-08 -1.42962e-06 -5.48307e-09 8.48302e-09 -1.15186e-08 4.09447e-09 1.59806e-06 -2.07661e-08 -1.40935e-06 7.14751e-10 9.80358e-07 1.30684e-07 -2.21793e-08 -6.46549e-09 -3.10735e-08 -1.79111e-06 1.17531e-08 -3.10929e-08 -1.5279e-06 -7.01878e-09 1.23736e-08 7.98651e-07
internal_weight=0 3088 3061 3025 3003 94 48 46 2909 48 2861 2840 2820 2800 43 2757 42 2715 62 42 2653 2630 2610 62 2548 2527 40 2487 2456 41
internal_count=3121 3088 3061 3025 3003 94 48 46 2909 48 2861 2840 2820 2800 43 2757 42 2715 62 42 2653 2630 2610 62 2548 2527 40 2487 2456 41
is_linear=0
shrinkage=0.1


Tree=7282
num_leaves=31
num_cat=0
split_feature=484 1452 158 0 158 12 43 0 142 4 11 47 10 9 10 47 41 12 2 43 147 148 148 447 132 1 1185 1203 483 160
split_gain=3.48728e-09 4.68118e-09 6.1211e-09 1.73391e-08 5.93657e-09 5.68355e-09 1.45697e-08 1.52226e-08 1.34386e-08 1.30418e-08 1.09185e-08 5.48905e-09 4.61087e-08 3.31892e-08 9.58236e-08 1.81594e-08 7.41559e-09 1.51728e-08 1.10453e-08 1.87161e-08 1.01698e-08 9.41703e-09 8.64298e-09 1.08329e-08 8.79859e-09 1.28453e-07 6.01248e-08 2.77627e-08 7.33587e-09 1.06378e-08
threshold=-0.52850499999999989 0.11769000000000002 -0.46695499999999995 -0.077809999999999976 -0.40433999999999992 0.12757000000000002 -0.23714499999999997 -0.07384499999999998 -0.057499999999999989 -0.011884999999999998 -0.014494999999999999 0.094160000000000008 -0.0026549999999999994 0.088235000000000022 0.046740000000000011 0.091340000000000018 0.086565000000000017 0.08486500000000001 -0.045829999999999989 -0.081289999999999987 0.099730000000000027 1.0000000180025095e-35 -0.10069499999999999 0.091515000000000013 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.085960000000000023 -0.47181499999999993 0.09389500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 8 -7 -8 -6 -9 -10 13 -13 15 -15 16 18 -18 19 -12 21 22 -20 24 25 27 -26 -24 -28 -30
right_child=1 -3 4 -5 5 6 7 9 10 -11 11 12 -14 14 -16 -17 17 -19 20 -21 -22 -23 23 -25 26 -27 28 -29 29 -31
leaf_value=-1.3162286926871048e-06 7.6220913251745515e-07 1.3713477223973313e-06 1.5820577412265874e-06 -2.9622099491461993e-06 2.4344436674848273e-06 1.2445066777218018e-06 4.976587591313959e-07 -9.7157864274777251e-07 -2.2116338713699817e-06 -4.5829259488527905e-06 3.7899231217678515e-07 5.0707186960607946e-06 9.2641120678369974e-08 -7.5454544023820987e-06 1.0839719770443011e-06 2.9588508926367688e-06 2.5104071763802067e-06 -6.0320540749922536e-07 1.9793171800715344e-06 -3.7501572957613207e-06 2.0552882110299229e-06 -1.9843970553878877e-06 2.265369164735474e-07 -2.2730719311290334e-06 -5.5017940985635513e-06 7.8180009741014473e-06 1.7830364907675414e-06 -3.5849717653985387e-06 5.4512161444546019e-08 -7.6391249750815404e-07
leaf_weight=20 25 25 24 25 23 25 22 20 22 20 23 20 267 22 31 21 34 29 22 21 24 24 113 21 20 22 23 23 1937 173
leaf_count=20 25 25 24 25 23 25 22 20 22 20 23 20 267 22 31 21 34 29 22 21 24 24 113 21 20 22 23 23 1937 173
internal_value=0 8.49168e-09 -2.58485e-09 -1.1e-06 1.55483e-08 3.02453e-09 -7.93436e-07 -1.61519e-06 2.67954e-08 -2.77725e-06 7.64743e-09 2.46593e-08 4.39545e-07 -2.14391e-08 -2.49805e-06 3.04425e-08 5.93215e-09 1.07716e-06 -2.16587e-08 -1.59174e-06 7.10214e-09 -1.35692e-08 6.5242e-09 -1.20871e-08 8.45846e-09 7.28736e-07 -4.43998e-08 -4.18056e-07 6.77123e-09 -1.25909e-08
internal_weight=0 3101 3076 50 3026 3002 87 62 2915 40 2892 2870 287 2583 53 2530 2509 63 2446 44 2402 2378 2354 2332 2311 158 2153 136 2133 2110
internal_count=3121 3101 3076 50 3026 3002 87 62 2915 40 2892 2870 287 2583 53 2530 2509 63 2446 44 2402 2378 2354 2332 2311 158 2153 136 2133 2110
is_linear=0
shrinkage=0.1


Tree=7283
num_leaves=31
num_cat=0
split_feature=132 1203 1185 1420 157 472 11 12 155 11 157 474 155 155 157 157 45 11 9 33 52 133 43 16 3 52 130 39 475 1454
split_gain=4.36559e-09 2.04611e-08 1.97425e-08 3.88874e-09 7.61669e-09 1.05174e-08 6.31474e-09 2.37895e-08 5.18661e-08 1.80792e-08 1.43199e-08 6.71329e-09 1.07995e-08 4.98669e-09 6.22629e-09 1.11787e-08 5.52337e-09 1.98599e-08 1.335e-08 1.50077e-08 5.76423e-09 2.77572e-08 3.9605e-08 2.04516e-08 2.62587e-08 1.01891e-08 9.96476e-09 1.17865e-08 8.56661e-09 1.81153e-08
threshold=-0.083449999999999983 0.089480000000000018 -0.087384999999999977 -0.079539999999999986 -0.090569999999999998 -0.081069999999999989 0.088215000000000002 0.10149500000000002 0.11854500000000001 0.099410000000000012 -0.42132499999999995 -0.26322499999999993 0.11854500000000001 0.10683000000000002 0.11933000000000001 0.088145000000000015 0.094030000000000016 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 -0.21968999999999997 0.089595000000000022 -0.095049999999999982 0.10994000000000002 -0.088084999999999983 -0.55061999999999989 -0.22699999999999995 0.12768500000000002 0.016915000000000003 0.11390500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 10 8 -8 -9 -5 -12 13 14 15 16 17 -13 19 -19 21 23 -23 -21 -25 -26 -22 28 29 -28
right_child=2 -3 3 6 5 -7 7 9 -10 -11 11 12 -14 -15 -16 -17 -18 18 -20 20 26 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-1.2282867026428626e-07 3.0165229294322095e-06 -3.4805811401561471e-06 9.5172796591214145e-07 -2.66723900750776e-06 -1.5185158102418252e-07 -3.0107578822935468e-06 -7.2664197388733632e-07 -2.9530464939311754e-06 5.720015677942078e-06 7.7878841914432137e-07 -1.8067595998871866e-06 2.801207632348206e-06 2.0220181985071881e-06 -1.3662099001101944e-06 1.5362631973790418e-06 -1.7652195580402415e-06 -1.1957297068142403e-06 2.5374513635748979e-06 -2.0391949999154144e-06 3.9017566450638695e-06 -2.0945324091253102e-06 -4.4617461602077439e-06 7.5420648453768384e-07 3.5849874271102289e-06 -1.5210917638341926e-06 6.4747382289636177e-07 -3.1786508374720349e-08 2.3555498501082185e-06 -1.7030974312130336e-06 2.7898742775379484e-06
leaf_weight=196 22 20 20 20 31 22 26 21 24 34 20 26 27 26 27 35 36 24 31 24 23 24 37 26 30 78 2117 21 30 23
leaf_count=196 22 20 20 20 31 22 26 21 24 34 20 26 27 26 27 35 36 24 31 24 23 24 37 26 30 78 2117 21 30 23
internal_value=0 -4.33732e-07 3.22496e-08 9.4768e-09 -7.11089e-07 -1.33857e-06 2.81961e-08 7.89072e-07 2.36775e-06 -6.46094e-07 -1.33877e-09 1.8519e-08 3.22171e-08 1.18514e-08 2.55687e-08 9.78973e-09 3.41526e-08 5.17643e-08 2.30322e-08 4.90513e-08 2.45048e-08 5.13908e-07 -1.29797e-06 1.21343e-06 7.31939e-07 4.50945e-08 -2.39049e-08 -2.16856e-09 -2.49852e-08 -1.46025e-09
internal_weight=0 216 2905 2883 73 53 2810 105 50 55 2705 2685 2665 2638 2612 2585 2550 2514 2488 2457 2433 219 61 158 134 108 2214 2191 2170 2140
internal_count=3121 216 2905 2883 73 53 2810 105 50 55 2705 2685 2665 2638 2612 2585 2550 2514 2488 2457 2433 219 61 158 134 108 2214 2191 2170 2140
is_linear=0
shrinkage=0.1


Tree=7284
num_leaves=31
num_cat=0
split_feature=32 33 47 47 47 131 1209 1208 42 42 1209 42 52 3 16 50 12 42 12 42 1 4 42 42 42 42 12 0 42 12
split_gain=3.82857e-09 6.69763e-09 6.22063e-09 6.08653e-08 4.06545e-08 6.6547e-09 6.48332e-09 5.90749e-09 7.27188e-09 2.4782e-08 1.73552e-08 4.02271e-08 1.89695e-08 2.29211e-08 1.39174e-08 1.07808e-08 2.45419e-08 1.87901e-08 8.94819e-09 8.61057e-09 4.80836e-08 4.57104e-08 2.65498e-08 1.34701e-08 7.52199e-09 1.90271e-08 3.59729e-08 2.69733e-08 2.52761e-08 1.21494e-08
threshold=1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.096475000000000019 0.091210000000000013 0.13767000000000004 0.14268500000000003 0.10480500000000002 0.10024000000000001 0.10306000000000001 -0.067109999999999989 0.10705500000000003 -0.11183499999999999 -0.097604999999999983 -0.08231999999999999 0.11941000000000002 0.11527000000000001 0.11720500000000002 0.093105000000000007 0.096450000000000022 0.096860000000000016 -0.069999999999999993 0.095885000000000012 0.095185000000000006 0.093775000000000011 0.091295000000000015 0.089570000000000025 -0.080604999999999996 0.090835000000000013 0.09364500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 8 19 -10 -11 -12 -13 -14 18 16 17 -16 -15 22 21 -21 23 24 25 28 -27 -28 -3 -26
right_child=-2 2 3 -5 -6 -7 -8 -9 9 10 11 12 13 14 15 -17 -18 -19 -20 20 -22 -23 -24 -25 29 26 27 -29 -30 -31
leaf_value=-1.5501353849296202e-06 1.1640768032553493e-06 -2.6376111673529544e-08 5.625071035064182e-06 5.4362512074853061e-08 -4.1426730452561365e-06 -1.7026152674944847e-06 1.7993785445469258e-06 -1.2295475937954063e-06 3.308504204824203e-06 2.8073573789895265e-06 -3.5622505945725455e-06 2.7379881183264844e-06 -3.0834281915304022e-06 3.1369272114211023e-07 -8.6049556989564743e-07 -2.2332114192315865e-06 -2.6980018847531202e-06 2.6883663447217655e-06 2.7856261770153881e-06 -5.9494837907030682e-08 2.6068227109969186e-06 -6.0068586577699541e-06 3.3667663111056911e-06 -2.5104129111820262e-06 -4.3447980512415342e-07 -3.8202587207156046e-06 1.9923868324788013e-06 -2.1215466405995665e-06 2.8974324717031171e-06 2.9282400770501805e-06
leaf_weight=28 28 2050 21 297 24 23 20 39 28 23 29 30 21 27 25 22 21 37 32 28 24 24 23 22 21 38 34 30 30 22
leaf_count=28 28 2050 21 297 24 23 20 39 28 23 29 30 21 27 25 22 21 37 32 28 24 24 23 22 21 38 34 30 30 22
internal_value=0 -1.05396e-08 3.52525e-09 4.22239e-07 -4.49462e-08 -8.82964e-09 5.59891e-09 -7.78751e-09 1.02544e-08 4.78196e-07 1.81385e-07 -6.61451e-08 4.05423e-07 2.71688e-08 4.25477e-07 -2.65062e-07 2.56616e-07 1.25737e-06 1.6544e-06 -4.85874e-08 -1.09561e-06 -2.80443e-06 -1.35328e-08 -4.81331e-08 -2.37869e-08 -4.95981e-08 -1.38309e-06 6.39805e-08 1.57942e-08 1.28598e-06
internal_weight=0 3093 3065 318 2747 2723 2700 2680 2641 295 267 244 215 185 164 105 83 62 59 2346 76 52 2270 2247 2225 2182 102 64 2080 43
internal_count=3121 3093 3065 318 2747 2723 2700 2680 2641 295 267 244 215 185 164 105 83 62 59 2346 76 52 2270 2247 2225 2182 102 64 2080 43
is_linear=0
shrinkage=0.1


Tree=7285
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 2 1429 475 157 1429 157 475 157 1445 1447 1446 480 49 49 49 49 130 160 1447 1447 4 16 1373 15 1375 150
split_gain=3.69257e-09 9.24957e-09 7.32794e-09 5.16601e-09 1.24741e-08 7.06387e-09 6.49816e-09 7.5067e-09 3.5563e-08 1.5694e-08 1.02737e-08 8.71639e-09 6.47779e-09 1.45376e-08 1.95414e-08 1.99178e-08 5.97062e-09 1.46262e-08 1.30935e-08 9.98964e-09 8.03096e-09 7.59899e-09 1.54283e-08 2.04343e-08 7.23454e-09 1.0622e-08 6.98842e-09 2.63438e-08 1.55805e-08 8.53195e-09
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.060529999999999994 0.08734500000000002 -0.0091699999999999993 0.051590000000000004 -0.087424999999999989 0.083925000000000013 -0.086079999999999976 -0.079274999999999984 -0.084764999999999993 0.077020000000000019 0.059120000000000013 -0.088809999999999986 0.11387000000000001 -0.13878999999999997 -0.10069499999999999 -0.15302999999999997 -0.088694999999999982 -0.23123999999999997 -0.55323499999999981 -0.086359999999999978 -0.085594999999999991 0.19806500000000002 -0.0064149999999999997 1.0000000180025095e-35 -0.087894999999999987 -0.42089999999999994 0.12706500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 8 10 -9 -7 -11 13 14 -13 16 18 -18 24 -19 -21 -22 -23 -24 25 -16 28 -28 -25 -30
right_child=1 2 3 5 -6 6 -8 9 -10 11 -12 12 -14 -15 15 -17 17 19 -20 20 21 22 23 26 -26 -27 27 -29 29 -31
leaf_value=-1.2356081479462471e-06 2.0074994544618517e-06 -1.7104604257838219e-06 2.6356406051490927e-06 -1.7186818354275602e-06 -2.7205437997205687e-07 1.8812985741612427e-06 1.2861398793062015e-06 2.1528379794985731e-06 -4.5235738720553598e-06 -2.0383152860046852e-06 -6.1031461942255169e-07 -3.1160744504177278e-06 -1.6645148311118132e-06 2.3741100252349361e-06 2.1059999913019134e-06 3.0179207297723306e-06 2.5356547073739501e-06 -1.7816151431625552e-06 -3.0563945188077923e-06 1.9719140666330488e-06 -1.6925309877863652e-06 2.0810935025236987e-06 -3.1102366370933376e-06 -2.4857480420905633e-06 -1.516076574367057e-06 -8.7175660087268637e-07 -1.5652775124137754e-06 3.0219509323703075e-06 2.2551705677586107e-09 1.6995495154503716e-06
leaf_weight=24 23 25 25 24 36 23 39 34 21 21 59 20 23 26 23 22 23 31 20 21 26 36 21 25 26 25 21 31 2317 30
leaf_count=24 23 25 25 24 36 23 39 34 21 21 59 20 23 26 23 22 23 31 20 21 26 36 21 25 26 25 21 31 2317 30
internal_value=0 9.57949e-09 -5.36916e-09 8.61158e-09 9.19624e-07 -9.98673e-09 3.84886e-09 -1.32484e-08 -8.51784e-07 1.73573e-08 8.85525e-08 -8.68515e-09 6.71862e-09 2.07268e-08 -1.78535e-09 2.13006e-08 -3.33533e-09 2.51652e-08 -7.86189e-07 2.60117e-09 2.44804e-08 8.16763e-09 2.59904e-08 -4.26884e-09 -1.7262e-07 5.55085e-07 2.26393e-08 1.16942e-06 -2.50084e-09 2.39505e-08
internal_weight=0 3097 3074 3049 61 2988 2964 2925 103 2822 82 2788 2767 2744 2718 2698 2676 2582 94 2559 2528 2507 2481 2445 74 48 2424 52 2372 2347
internal_count=3121 3097 3074 3049 61 2988 2964 2925 103 2822 82 2788 2767 2744 2718 2698 2676 2582 94 2559 2528 2507 2481 2445 74 48 2424 52 2372 2347
is_linear=0
shrinkage=0.1


Tree=7286
num_leaves=31
num_cat=0
split_feature=1429 156 16 1 472 1429 376 12 130 1 124 41 401 52 52 402 1456 42 1454 2 4 3 16 3 3 12 2 1 16 15
split_gain=4.06979e-09 1.34938e-08 5.27789e-09 1.07199e-08 7.18463e-09 4.72156e-09 4.86973e-09 4.76415e-09 7.38257e-09 5.88852e-09 6.3119e-09 5.19661e-09 4.53929e-09 5.27206e-09 3.43898e-08 1.77835e-08 1.21322e-08 1.97743e-08 1.4019e-08 1.13971e-08 1.73386e-08 2.14609e-08 3.61462e-08 2.38791e-08 4.45972e-08 1.79109e-08 1.71877e-08 3.53954e-08 6.09858e-08 5.34259e-08
threshold=-0.23752499999999996 0.32523500000000005 0.63636000000000015 0.10752500000000002 -0.095174999999999996 0.11635000000000001 0.11357500000000002 0.23631000000000002 -0.22461999999999996 0.15799000000000005 0.10634000000000002 0.11457000000000002 0.13837000000000002 -0.0092699999999999987 -0.0073049999999999999 0.11086000000000001 0.091180000000000011 0.085225000000000009 0.085700000000000012 0.13622000000000004 -0.0016099999999999997 -0.16726499999999997 -0.15241499999999997 0.083060000000000009 -0.045649999999999989 0.084595000000000017 0.093320000000000014 0.093700000000000019 -0.056919999999999991 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 8 -6 10 11 12 13 15 -15 16 18 -18 -10 20 21 -16 -23 24 25 -24 27 28 29 -22
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12 -13 -14 14 19 -17 17 -19 -20 -21 26 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.3553048089224005e-06 1.6321875970485661e-06 2.5987073365740797e-06 5.550692160838367e-07 -2.6437806892235216e-06 1.6523860768689634e-06 -1.1610611535875899e-06 1.3970147751933838e-06 -1.4706293644518486e-06 -1.2086432956908196e-07 -1.5687474279009924e-06 1.6914910573136282e-06 -1.50590940195442e-06 -1.4978947706367765e-06 4.0453297598022885e-06 2.9916753068060976e-06 -2.7514098649616109e-06 -3.3466704077402313e-07 3.8477583001395035e-06 -2.7343431947017617e-06 -1.0166332699505487e-06 -1.6438738415066232e-06 -3.847031024843791e-06 -1.3260551197618043e-06 2.7569083574141182e-06 -4.5069030985908521e-06 8.2522354365225496e-08 4.92634576635714e-09 -4.4039168464167562e-09 5.7066053601817196e-06 2.7978779008756595e-06
leaf_weight=22 27 20 20 22 27 35 25 22 907 24 22 23 20 22 22 26 26 20 21 92 45 26 100 29 23 928 274 146 37 68
leaf_count=22 27 20 20 22 27 35 25 22 907 24 22 23 20 22 22 26 26 20 21 92 45 26 100 29 23 928 274 146 37 68
internal_value=0 9.62625e-09 -7.19142e-09 -1.12052e-06 8.20527e-09 -6.36201e-09 7.22268e-09 -4.55522e-09 6.46037e-09 -8.85849e-09 4.15414e-09 -8.8481e-09 3.31023e-09 1.39874e-08 1.15707e-07 -1.70328e-07 -1.01428e-07 1.48378e-06 -1.80006e-07 6.74096e-08 1.26145e-07 -1.0101e-07 -1.62528e-07 -7.3827e-08 -1.51935e-07 -5.44988e-08 5.75671e-07 1.104e-06 2.18284e-06 1.02904e-06
internal_weight=0 3099 3079 42 3037 3010 2975 2950 2928 2901 2877 2855 2832 2812 1812 1000 974 46 928 1790 1698 1128 1106 1080 1051 1028 570 296 150 113
internal_count=3121 3099 3079 42 3037 3010 2975 2950 2928 2901 2877 2855 2832 2812 1812 1000 974 46 928 1790 1698 1128 1106 1080 1051 1028 570 296 150 113
is_linear=0
shrinkage=0.1


Tree=7287
num_leaves=31
num_cat=0
split_feature=130 40 472 1429 1429 1429 2 1429 475 157 156 475 13 157 2 16 49 16 12 49 457 48 456 49 1373 1375 150 1348 147 147
split_gain=4.65924e-09 9.46886e-09 4.2966e-09 8.50581e-09 5.98502e-09 4.83661e-09 1.57053e-08 6.84702e-09 5.20148e-09 7.33464e-09 3.95205e-08 6.64344e-08 2.99837e-08 1.54992e-08 4.70631e-08 9.26187e-09 5.20585e-09 1.03191e-08 1.25949e-08 9.02969e-09 8.42211e-09 1.2126e-08 9.39568e-09 8.91652e-09 8.36681e-09 1.72284e-08 7.49612e-09 9.72164e-09 7.89022e-09 1.03564e-08
threshold=-0.23647499999999996 -0.23755499999999996 -0.38234499999999999 -0.23587499999999997 -0.092414999999999983 -0.054654999999999988 0.086950000000000013 -0.0091699999999999993 0.051590000000000004 -0.086284999999999987 0.087515000000000009 -0.085684999999999997 -0.085384999999999975 -0.083699999999999983 0.088300000000000003 -0.0094449999999999968 -0.14750499999999997 -0.49446999999999991 0.088485000000000022 -0.10774499999999999 -0.098834999999999992 0.090885000000000007 -0.085409999999999986 -0.088694999999999982 1.0000000180025095e-35 -0.42089999999999994 0.12416000000000001 -0.047944999999999995 0.10245000000000001 0.093615000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -7 9 10 11 -9 -13 14 -11 -14 17 -15 -19 -18 21 -21 -22 -24 25 -25 27 -27 29 -29
right_child=1 2 3 4 5 7 -8 8 -10 13 -12 12 15 16 -16 -17 19 18 -20 20 22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-1.5214122318596425e-06 1.8743349536870717e-06 -1.3393343034332854e-06 1.9197215895315901e-06 -1.4403303478518175e-06 3.0967988505061666e-06 -1.8141741726313265e-06 -2.9520529446577154e-07 5.0525221960190887e-06 1.1451152061407554e-06 5.2528928698674943e-06 -3.9325571394025853e-06 -4.4031715203475745e-06 1.1358685892304265e-06 1.1236919417136786e-06 -1.5252041976054898e-06 -1.5295160967422239e-06 1.9036216526728824e-06 -3.0841134895054944e-07 -3.2345613678449091e-06 -3.1869505710346861e-06 1.8720882777685161e-06 2.9529553160045905e-07 -2.0077067181938963e-06 -2.7321749178593999e-06 1.5069338821539582e-06 -2.1954864871531755e-06 1.7761630549154955e-06 1.5263051117905139e-08 -1.9115216054339207e-06 2.1949914991058574e-06
leaf_weight=20 27 24 23 29 21 21 39 22 39 21 30 21 32 21 20 22 25 38 24 20 27 20 22 23 37 20 24 2366 21 22
leaf_count=20 27 24 23 29 21 21 39 22 39 21 30 21 32 21 20 22 25 38 24 20 27 20 22 23 37 20 24 2366 21 22
internal_value=0 9.81089e-09 -6.56586e-09 3.92149e-09 -1.06353e-08 3.19431e-09 8.91996e-07 -1.49569e-08 -2.00397e-09 -1.75487e-08 -7.60546e-07 2.20488e-07 -1.19691e-06 1.67518e-08 1.9465e-06 4.99711e-08 -1.24437e-08 -7.92188e-07 -1.44111e-06 1.21923e-08 -5.98052e-09 -1.44583e-06 1.64995e-08 -3.26414e-09 1.42837e-08 -8.02165e-09 1.75208e-08 1.44302e-10 1.83729e-08 3.53443e-08
internal_weight=0 3101 3074 3050 3027 2998 60 2938 2917 2878 127 97 75 2751 41 54 2710 83 62 2627 2602 40 2562 2535 2513 2476 2453 2429 2409 2388
internal_count=3121 3101 3074 3050 3027 2998 60 2938 2917 2878 127 97 75 2751 41 54 2710 83 62 2627 2602 40 2562 2535 2513 2476 2453 2429 2409 2388
is_linear=0
shrinkage=0.1


Tree=7288
num_leaves=31
num_cat=0
split_feature=1429 1420 1429 1456 3 472 1428 1446 1213 484 52 481 1446 1447 159 1447 12 475 52 151 4 52 52 374 475 475 42 133 2 43
split_gain=4.73855e-09 1.26312e-08 6.47669e-09 7.1858e-09 9.42853e-09 6.51197e-09 9.75362e-09 4.35354e-09 2.68081e-08 2.71817e-08 5.47397e-08 2.09812e-08 1.48102e-08 1.39566e-08 5.99313e-08 2.3747e-08 1.30664e-08 5.43872e-09 3.66451e-08 1.86934e-08 1.60345e-08 7.03237e-09 6.73228e-09 6.57553e-09 1.03796e-08 9.17464e-09 6.05732e-09 3.72903e-08 1.83681e-08 9.15279e-09
threshold=0.12521000000000002 -0.086589999999999986 0.11475 0.11253500000000001 -0.077104999999999993 -0.38234499999999999 0.10256000000000001 0.083715000000000026 0.04198000000000001 -0.085604999999999987 -0.018574999999999998 -0.085629999999999984 0.057835000000000004 -0.085684999999999997 -0.092414999999999983 -0.082229999999999984 0.092255000000000018 -0.086279999999999982 -0.026204999999999996 -0.55306499999999992 -0.020529999999999996 -0.56368999999999991 -0.54906499999999991 0.08987500000000001 -0.08466499999999999 -0.084144999999999984 -0.16797499999999996 0.089595000000000022 0.097385000000000013 -0.50775499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 7 12 9 10 -9 -11 17 14 -13 -15 -17 18 20 -19 -7 -21 -23 24 -24 -26 27 28 -27 -28
right_child=-2 2 -4 4 -6 6 -8 8 -10 11 -12 13 -14 15 -16 16 -18 19 -20 21 -22 22 23 -25 25 26 29 -29 -30 -31
leaf_value=-2.4540931084023516e-06 1.5343086084840251e-06 -1.7428193760202878e-06 1.6097848374556633e-06 1.5679346009020183e-07 -2.8055495347091766e-06 -4.7115725942603608e-07 2.1718501643807121e-06 9.6937310445355251e-07 3.924831185031508e-06 3.2418018724490173e-06 -5.9893351308915044e-06 2.0113260254674969e-06 -2.7374007459002316e-06 2.8615265302898872e-06 -5.3329339550600714e-06 -1.6830058298596257e-06 1.3835622562889209e-06 2.9934553172747011e-06 -3.5935149158389425e-06 -1.824695194348654e-06 2.7684896911688901e-06 1.5019870643110761e-06 -1.8710601852944821e-06 1.4923329127543248e-06 2.0332720551281951e-06 -1.1746215312964995e-06 1.4563324350943772e-06 -4.1684129475546196e-06 2.4857762505202066e-06 -1.5968486217272157e-08
leaf_weight=21 20 21 25 22 21 50 21 26 20 27 20 25 20 37 20 33 24 21 31 21 22 30 30 29 22 29 43 24 26 2340
leaf_count=21 20 21 25 22 21 50 21 26 20 27 20 25 20 37 20 33 24 21 31 21 22 30 30 29 22 29 43 24 26 2340
internal_value=0 -9.89217e-09 6.77284e-09 -6.3451e-09 -1.28993e-06 1.19797e-08 2.43002e-08 9.11554e-09 4.25041e-07 9.48722e-08 -2.05615e-06 6.90939e-07 -2.61272e-08 1.95448e-07 -1.25279e-06 8.88753e-07 -3.91819e-07 -6.17673e-09 -7.18933e-07 2.18974e-08 5.18735e-07 -2.15916e-09 1.27158e-08 -4.85328e-09 -2.21239e-08 2.06228e-10 -1.79609e-08 -8.7944e-07 5.55748e-07 1.05984e-08
internal_weight=0 3101 3080 3055 43 3012 2991 2970 232 212 46 166 2738 139 45 94 57 2718 103 2615 72 2594 2573 2543 2514 2484 2462 79 55 2383
internal_count=3121 3101 3080 3055 43 3012 2991 2970 232 212 46 166 2738 139 45 94 57 2718 103 2615 72 2594 2573 2543 2514 2484 2462 79 55 2383
is_linear=0
shrinkage=0.1


Tree=7289
num_leaves=31
num_cat=0
split_feature=1429 156 474 1429 474 157 13 52 12 3 1447 483 474 474 474 13 131 131 1447 160 484 15 13 13 130 130 1210 481 475 157
split_gain=4.67613e-09 1.31032e-08 4.81875e-09 2.95817e-08 1.40288e-08 1.02881e-08 1.21743e-08 1.43305e-08 1.44304e-08 1.06078e-08 7.22951e-09 2.03143e-08 1.80803e-08 1.19432e-08 9.91345e-09 7.8502e-09 5.75645e-09 7.74446e-08 2.41966e-08 1.61093e-08 1.04637e-08 3.31399e-08 1.12182e-08 1.39547e-08 1.19451e-08 5.1574e-08 3.84386e-08 9.96074e-09 9.726e-09 1.5126e-08
threshold=-0.23752499999999996 0.32523500000000005 0.091180000000000011 -0.0061799999999999989 0.089130000000000015 -0.081579999999999986 -0.052719999999999996 -0.0087299999999999982 0.088045000000000012 -0.065229999999999996 -0.086849999999999997 0.087520000000000014 0.088290000000000021 0.08708500000000001 0.085630000000000012 -0.086804999999999979 0.091360000000000011 0.09031500000000002 0.059120000000000013 -0.33012999999999998 -0.017214999999999998 0.093575000000000019 -0.085584999999999981 -0.073839999999999975 0.08610000000000001 0.092225000000000015 -0.071714999999999987 -0.099059999999999995 0.05680000000000001 0.41580000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 10 -5 7 8 -7 -8 11 15 13 14 16 -2 17 18 27 -18 -21 22 -22 -24 26 -26 -25 -12 29 -29
right_child=1 -3 3 5 -6 6 9 -9 -10 -11 12 -13 -14 -15 -16 -17 19 -19 -20 20 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-1.452768448860876e-06 -1.6014038101275222e-06 2.5616489864077606e-06 -4.1349075786456527e-06 2.0672697678492117e-06 2.0747123990145846e-06 -1.6213943165678902e-06 2.2677486653649862e-06 -3.4459863888969269e-06 1.435998108088545e-06 -5.622208684978129e-07 -2.0227904083185423e-06 3.6989952093335891e-06 -2.6500393215218751e-06 2.434203981920291e-06 -1.7965101161251135e-06 8.5761603627729899e-07 3.1490835999647972e-06 -6.2478103188823297e-06 2.6495921632625358e-06 2.0946380280248732e-06 1.9313557940993411e-06 -3.5173116003761609e-06 -2.3610505087119585e-06 4.1556703925899847e-06 -4.920189278436738e-06 1.5152991960404149e-06 -1.018474649690002e-08 -1.6147912189341065e-08 -1.7204828068453494e-06 2.6800806971377391e-06
leaf_weight=22 20 20 20 20 33 38 26 20 26 27 25 20 26 20 31 37 20 20 34 27 39 24 21 28 20 33 106 2264 33 21
leaf_count=22 20 20 20 20 33 38 26 20 26 27 25 20 26 20 31 37 20 20 34 27 39 24 21 28 20 33 106 2264 33 21
internal_value=0 1.03114e-08 -6.26115e-09 -5.12814e-07 2.46347e-08 -5.14004e-08 -3.60695e-07 -1.10949e-06 -3.79329e-07 8.26066e-07 1.05418e-09 9.5693e-07 -2.53077e-08 -6.35635e-10 -1.83694e-08 -5.19794e-09 1.93354e-09 -5.11026e-08 1.03629e-09 4.01706e-07 2.17318e-07 3.0279e-08 3.74984e-07 8.31645e-08 3.57649e-07 -9.13187e-07 8.60292e-07 -3.73977e-08 -1.59849e-08 8.63143e-09
internal_weight=0 3099 3079 177 2902 157 137 84 64 53 2869 77 2792 2766 2746 57 2715 2397 2377 318 298 271 247 208 187 53 134 2343 2318 2285
internal_count=3121 3099 3079 177 2902 157 137 84 64 53 2869 77 2792 2766 2746 57 2715 2397 2377 318 298 271 247 208 187 53 134 2343 2318 2285
is_linear=0
shrinkage=0.1


Tree=7290
num_leaves=31
num_cat=0
split_feature=1429 1420 472 155 130 10 2 40 10 10 16 45 11 2 2 2 480 3 3 3 42 401 2 0 1 50 2 2 2 16
split_gain=4.09151e-09 1.01289e-08 5.36243e-09 1.09989e-08 3.84073e-09 8.50522e-09 1.4671e-08 1.20651e-08 6.85447e-09 4.77315e-09 1.06943e-07 5.32163e-09 3.4195e-08 4.31397e-09 5.92816e-08 4.41549e-08 4.38145e-08 1.49283e-08 6.90004e-08 4.5881e-08 6.9649e-08 4.77355e-08 3.81085e-08 2.128e-08 4.1245e-08 2.12121e-08 1.8277e-08 3.04841e-08 2.39586e-08 2.25081e-08
threshold=0.12521000000000002 -0.086589999999999986 -0.38234499999999999 0.14039500000000002 -0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 -0.11058499999999999 -0.011559999999999999 -0.056919999999999991 0.094030000000000016 -1.0000000180025095e-35 0.093320000000000014 0.093680000000000013 0.092875000000000013 0.11144000000000001 -0.077354999999999993 -0.077774999999999983 -0.078724999999999976 0.091465000000000005 0.113945 0.091545000000000015 -0.097024999999999986 0.087505000000000013 0.12045500000000002 0.090675000000000019 0.08919500000000001 0.08647500000000001 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -7 -9 10 -10 12 -11 15 -15 16 17 18 19 21 -21 23 25 24 -14 26 27 28 29 -19
right_child=-2 2 3 -5 5 7 -8 8 9 11 -12 -13 13 14 -16 -17 -18 22 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.1979330670416985e-06 1.4257152000141106e-06 -1.5499183374148826e-06 -1.3807822563194352e-06 2.19549675895668e-06 -4.0600175452709666e-07 -2.3986006064140903e-06 3.3783947668553089e-06 1.7653810449370543e-06 -5.1581276912421112e-06 4.1453267738233994e-06 4.3567779824473167e-06 -1.2335649842043496e-06 -4.2356703507569665e-07 -5.5603544410587353e-06 -6.1080771828840896e-08 4.7603757275282986e-06 -4.5053155115768039e-06 1.7938745741237957e-06 -5.1755679473549559e-06 7.5496417389331339e-06 -6.0407582044387133e-07 -4.698145568743878e-06 3.7654963992801121e-06 1.3699722765959043e-07 -5.2783161382172875e-06 -2.2335071450167258e-06 -2.3307927763415227e-06 3.9334776978968745e-06 -1.854490568451439e-06 -2.7802394761340278e-08
leaf_weight=21 20 22 20 23 21 21 20 22 27 20 21 34 105 20 986 20 21 120 26 20 22 22 35 1137 21 30 21 27 40 156
leaf_count=21 20 22 20 23 21 21 20 22 27 20 21 34 105 20 986 20 21 120 26 20 22 22 35 1137 21 30 21 27 40 156
internal_value=0 -9.18884e-09 5.73442e-09 1.69262e-08 4.16405e-10 9.57858e-09 1.44005e-06 -1.0142e-08 6.84327e-09 -6.35626e-09 -9.95356e-07 1.01099e-08 2.4952e-08 -4.17759e-09 -1.7041e-07 8.75559e-08 3.5722e-08 8.92359e-08 -7.37429e-08 2.62175e-08 3.27865e-06 -8.00876e-08 6.03246e-07 3.53658e-10 -1.23269e-06 3.22336e-07 5.32982e-07 7.08315e-07 4.32747e-07 7.64231e-07
internal_weight=0 3101 3080 3058 3035 3015 41 2974 2953 2931 48 2883 2849 2829 1006 1823 1803 1782 1353 1327 42 1285 429 1263 126 394 364 343 316 276
internal_count=3121 3101 3080 3058 3035 3015 41 2974 2953 2931 48 2883 2849 2829 1006 1823 1803 1782 1353 1327 42 1285 429 1263 126 394 364 343 316 276
is_linear=0
shrinkage=0.1


Tree=7291
num_leaves=31
num_cat=0
split_feature=11 34 12 33 40 31 142 147 147 48 455 2 455 148 148 1348 13 12 1210 51 13 2 43 52 158 3 160 0 51 3
split_gain=4.53474e-09 4.6225e-09 2.49256e-08 1.77635e-08 1.28648e-08 1.55162e-08 4.15882e-09 7.66179e-09 1.05472e-08 5.77985e-09 5.24252e-09 1.6913e-08 6.84203e-09 5.88161e-09 9.1427e-09 6.84517e-09 4.48403e-09 3.3547e-08 1.08615e-07 5.39914e-08 2.79181e-08 4.98247e-08 2.39458e-08 3.36347e-08 1.75594e-08 1.88301e-08 2.46969e-08 2.41971e-08 1.38897e-08 1.19501e-08
threshold=-0.072629999999999986 -0.057544999999999992 -0.040564999999999997 -1.0000000180025095e-35 -0.07632499999999999 -0.082169999999999979 -0.057499999999999989 0.099230000000000013 0.093875000000000014 -0.091489999999999974 0.08729000000000002 0.087955000000000019 1.0000000180025095e-35 -0.098399999999999974 -0.084924999999999987 0.08388000000000001 -0.089109999999999981 0.088245000000000004 -0.077869999999999981 0.095820000000000016 -0.088319999999999996 0.084715000000000013 -0.080554999999999974 0.10024500000000001 0.085620000000000016 -0.085709999999999995 0.085130000000000011 -0.14051499999999997 0.090230000000000019 -0.080734999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 -5 8 9 -8 12 -12 13 -11 -15 16 17 18 -16 22 21 -18 -19 -24 25 -20 27 -27 29 -29
right_child=1 3 -4 6 -6 -7 7 -9 -10 10 11 -13 -14 14 15 -17 20 19 24 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-1.4645390755114413e-06 -6.2868761221112886e-07 -2.9828703100065467e-06 3.4900951402979299e-06 -1.3624774882456139e-06 -2.3110184540222518e-06 2.8284341880180365e-06 1.293872767616579e-06 1.4674883183197887e-06 -2.1333205139577014e-06 -1.5315123860091263e-06 2.501338535547538e-06 -1.0776664764663387e-06 -1.8607917905910654e-06 2.0878445888055941e-06 -7.9920051477699877e-06 -1.6215406984743961e-06 6.257636682676094e-06 -2.6404797536088156e-06 1.2631086665406634e-06 5.3066337225497289e-06 1.6105177253016022e-08 -3.8131317060455894e-07 -1.0421779617750366e-07 4.4865253505577136e-06 1.4913274069015665e-06 -3.3738872318657557e-06 -4.3332477779196256e-06 4.2321996317153669e-07 1.7887161962651783e-06 -1.5032790106734202e-06
leaf_weight=21 37 20 24 22 21 20 35 36 23 25 31 23 20 21 20 26 20 25 41 24 2209 26 79 20 43 29 21 57 28 74
leaf_count=21 37 20 24 22 21 20 35 36 23 25 31 23 20 21 20 26 20 25 41 24 2209 26 79 20 43 29 21 57 28 74
internal_value=0 9.91905e-09 6.71943e-07 -1.26048e-08 -1.95181e-07 5.84338e-07 7.3433e-09 1.75382e-08 -3.37925e-10 1.65964e-08 9.7627e-10 9.76948e-07 -1.77924e-08 -4.57147e-09 9.2445e-09 -6.67475e-09 8.7842e-09 -2.75395e-07 -8.61986e-07 9.65166e-07 6.68802e-08 2.50519e-06 1.24882e-07 8.23205e-07 -3.75295e-07 -6.96354e-07 -1.08075e-06 -7.17435e-07 -2.32925e-07 -6.65031e-07
internal_weight=0 3100 102 2998 78 57 2978 2956 2920 2897 2862 54 2808 2788 2763 2742 2716 461 313 148 2255 46 124 99 293 250 209 188 159 131
internal_count=3121 3100 102 2998 78 57 2978 2956 2920 2897 2862 54 2808 2788 2763 2742 2716 461 313 148 2255 46 124 99 293 250 209 188 159 131
is_linear=0
shrinkage=0.1


Tree=7292
num_leaves=31
num_cat=0
split_feature=11 34 39 12 9 16 2 4 44 45 124 150 0 124 1 12 40 40 39 40 42 4 0 153 157 16 0 0 12 16
split_gain=3.67315e-09 3.74419e-09 2.22926e-08 4.34639e-08 1.50665e-08 3.65611e-08 1.42338e-08 5.02873e-08 4.28225e-09 1.22815e-08 4.03137e-09 7.40114e-09 8.7374e-09 6.70517e-09 8.42209e-09 5.00683e-09 7.94424e-09 5.91441e-09 1.15101e-08 9.28089e-09 1.73943e-08 1.48532e-08 6.39985e-09 4.85256e-09 5.08046e-09 7.24018e-09 8.82015e-09 2.39951e-08 1.92617e-08 2.3301e-08
threshold=-0.072629999999999986 -0.057544999999999992 0.089790000000000023 -0.087484999999999993 0.091600000000000015 -0.39185999999999993 -1.0000000180025095e-35 0.053180000000000012 0.099360000000000018 0.081955000000000014 -0.082254999999999981 0.085455000000000017 -0.14794999999999997 -0.086724999999999983 0.090475000000000014 -0.089199999999999988 -0.067184999999999981 -0.050459999999999998 0.098220000000000016 -0.24290999999999999 0.10705500000000003 0.25615500000000008 -0.062764999999999974 1.0000000180025095e-35 0.63397500000000007 0.63636000000000015 0.12411500000000002 0.10455500000000001 0.086345000000000019 0.38525000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 -3 9 10 11 12 -8 14 -14 16 -12 19 23 -17 21 22 -21 24 25 26 27 -19 -28 -30
right_child=1 4 -4 -5 5 -7 8 -9 -10 -11 15 -13 13 -15 -16 17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-1.318084999216548e-06 -1.0729317553644554e-06 -1.0710533118711922e-06 -1.3547098851140126e-06 4.1141871880816845e-06 4.7520434558615914e-07 -5.0445395061160525e-06 2.6972683261047598e-06 5.5447274911557545e-06 -1.1791355885385025e-06 2.4119846719778643e-06 -2.3043547330701131e-06 -1.1617076739867117e-06 1.1677970020814016e-06 1.8901296024458654e-06 -1.5149359001043196e-06 -1.0870999215947687e-06 1.6082047377747386e-08 -1.1867401447830594e-08 -2.3269506424515967e-06 1.0126617326022826e-07 3.3983861153501491e-06 -1.8889333963064322e-06 2.6007598454011066e-06 -1.508489947354974e-06 1.570613296735246e-06 -1.6582397889848193e-06 -1.6283733680211298e-06 -3.0098961268002449e-06 -8.1130631040901664e-09 4.0362197767405763e-06
leaf_weight=21 30 27 37 35 30 20 22 20 31 21 25 20 22 21 25 23 36 2373 22 20 25 21 21 22 20 27 20 27 29 28
leaf_count=21 30 27 37 35 30 20 22 20 31 21 25 20 22 21 25 23 36 2373 22 20 25 21 21 22 20 27 20 27 29 28
internal_value=0 8.93031e-09 6.04748e-07 1.72013e-06 -1.1341e-08 -1.73269e-06 1.78542e-08 1.74417e-06 -1.01144e-08 2.51267e-09 -1.52476e-08 5.78333e-07 9.65008e-07 4.04571e-07 -2.59189e-07 -3.90861e-08 -9.34917e-07 -1.86807e-08 -4.94381e-08 6.99364e-07 1.17165e-06 2.73769e-07 1.38149e-06 -2.97581e-08 -1.6869e-08 -2.95486e-08 -1.17954e-08 -4.55952e-08 1.04171e-06 1.97858e-06
internal_weight=0 3100 102 65 2998 50 2948 47 2901 2870 2849 110 90 68 47 2739 61 2678 2568 110 87 62 41 2546 2524 2504 2477 2400 77 57
internal_count=3121 3100 102 65 2998 50 2948 47 2901 2870 2849 110 90 68 47 2739 61 2678 2568 110 87 62 41 2546 2524 2504 2477 2400 77 57
is_linear=0
shrinkage=0.1


Tree=7293
num_leaves=31
num_cat=0
split_feature=1429 156 156 1425 156 484 475 150 484 1 51 484 39 16 0 12 156 156 4 483 2 1366 45 11 9 8 9 2 159 1446
split_gain=4.14757e-09 1.14652e-08 4.22233e-09 7.29982e-09 5.32348e-09 5.2866e-09 4.3599e-08 4.17234e-08 2.50843e-08 1.94009e-08 4.63666e-08 3.76677e-08 3.12872e-08 1.84019e-08 1.0205e-08 1.45557e-08 9.28626e-09 2.06771e-08 1.78995e-08 8.974e-09 8.29347e-09 7.53274e-09 8.25883e-09 1.42636e-08 7.45704e-09 1.37609e-08 1.04031e-08 7.34211e-09 1.08904e-08 6.44677e-09
threshold=-0.23752499999999996 0.32523500000000005 0.12734000000000004 0.084030000000000007 -0.14064999999999997 0.085790000000000019 -0.085774999999999976 0.10874500000000002 0.073690000000000019 0.085475000000000009 -0.085164999999999977 0.090535000000000018 0.087880000000000014 -0.0083599999999999976 -0.080689999999999984 0.086210000000000023 0.092820000000000014 0.090170000000000014 -0.040589999999999994 -0.47356499999999996 0.099185000000000009 -0.082814999999999986 0.094030000000000016 -1.0000000180025095e-35 0.091600000000000015 0.091215000000000004 0.085555000000000006 0.095040000000000013 0.092820000000000014 0.10135500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 -7 9 16 10 -8 -11 -13 -10 15 -12 17 19 -18 -6 -16 -21 23 -23 26 -26 29 -20 -29 -25
right_child=1 -3 -4 -5 5 6 7 -9 13 11 14 12 -14 -15 20 -17 18 -19 27 21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-1.3682022287494792e-06 -1.5582128381455814e-06 2.3962608565852863e-06 -9.566787658568304e-07 1.4241356852709135e-06 -1.8959569242724684e-06 -4.0794293908149867e-06 -5.1096542203292001e-06 4.3951254474450253e-06 4.5060601513569057e-06 4.3687034832373685e-06 -6.7829528055190841e-07 8.4041132350438814e-07 -3.522485667417641e-06 8.7269559413550233e-07 -3.0659537799238026e-06 2.0403218103080776e-06 2.6892531472234674e-06 -2.7935033560627041e-06 -1.1443203783656487e-06 1.444156758623194e-06 -2.52327728360187e-07 2.6672897752177965e-06 -1.6348180503384003e-06 -3.924044417934469e-08 -3.2377718810039371e-06 3.4879423429115179e-07 2.1738886888752778e-06 2.3096497595057982e-06 -7.3545327935513034e-07 9.9462017861961001e-07
leaf_weight=22 22 20 46 36 25 29 24 20 20 22 54 65 22 46 20 31 37 27 32 36 22 20 31 2218 20 23 22 24 23 62
leaf_count=22 22 20 46 36 25 29 24 20 20 22 54 65 22 46 20 31 37 27 32 36 22 20 31 2218 20 23 22 24 23 62
internal_value=0 9.70971e-09 -5.79241e-09 8.62921e-09 -8.37387e-09 3.08713e-09 -3.8847e-07 -6.19257e-09 4.84702e-08 -3.44755e-07 -1.07868e-06 6.71959e-07 -2.6285e-07 1.97372e-06 -3.16915e-07 3.132e-07 -4.01394e-10 -4.12415e-08 8.7414e-07 -1.09969e-08 -1.59215e-06 8.37977e-09 -1.31928e-08 8.06314e-09 -1.46168e-08 -1.31938e-06 9.7553e-09 2.40243e-08 8.19493e-07 -1.11267e-08
internal_weight=0 3099 3079 3033 2997 2975 309 280 2666 260 151 109 87 66 127 85 2600 2484 116 2457 42 2432 2396 2365 2345 43 2302 79 47 2280
internal_count=3121 3099 3079 3033 2997 2975 309 280 2666 260 151 109 87 66 127 85 2600 2484 116 2457 42 2432 2396 2365 2345 43 2302 79 47 2280
is_linear=0
shrinkage=0.1


Tree=7294
num_leaves=31
num_cat=0
split_feature=156 475 45 46 97 374 120 1 12 1212 49 2 49 475 43 43 43 49 2 2 0 50 2 157 49 4 52 12 48 160
split_gain=4.57722e-09 6.84437e-09 3.93911e-09 6.95112e-09 4.83664e-09 1.08803e-08 8.06328e-09 6.31294e-09 1.06371e-08 7.15449e-09 5.47693e-09 1.64261e-08 5.53818e-08 3.5586e-08 1.73413e-08 3.2945e-08 2.11662e-08 1.40521e-08 2.03625e-08 1.38897e-08 1.8498e-08 1.63234e-08 1.33634e-08 1.30991e-08 1.29302e-08 1.2489e-08 1.70438e-08 1.35063e-08 7.52138e-09 2.34804e-08
threshold=0.3248100000000001 0.13528000000000004 0.10331000000000001 0.083550000000000013 -0.086464999999999986 0.08987500000000001 0.090440000000000006 0.16540500000000002 0.15120000000000003 -0.52517999999999987 0.088930000000000009 0.087015000000000023 0.11560500000000001 -0.085684999999999997 -0.095589999999999994 -0.084569999999999992 -0.14386499999999997 0.08610000000000001 0.086375000000000021 0.090425000000000019 -0.10836499999999999 -0.099524999999999988 0.089005000000000015 0.10977500000000003 0.084945000000000007 0.08184000000000001 0.024145000000000003 0.09141500000000001 0.10911000000000001 0.085045000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6 17 12 -12 -13 16 -16 -15 24 -19 22 28 -22 -17 25 -11 26 27 -23 29 -21
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 10 11 13 -14 14 15 19 -18 18 -20 20 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.4779893314715248e-06 -1.4054929265413471e-06 1.8096432107822259e-06 1.1197141303902694e-06 -1.826325817113511e-06 1.8077913771528323e-06 1.8739020781081749e-06 -2.0104098780393543e-06 1.6919162055857712e-06 -1.8509529394900562e-06 4.2382683896743357e-08 -5.1581420376141282e-06 3.3181585997458084e-06 1.8412550744528746e-06 -8.142134412572398e-07 -3.8187951558181043e-06 -3.5627791858546105e-07 3.1151070947214914e-06 -9.8849738151329802e-07 2.9535567531830139e-06 4.0990396121287636e-06 8.5996265018669279e-07 -1.1743567029043334e-06 3.2152697809806346e-06 -3.9138356885901198e-06 -2.2905443226288e-06 -2.8796316958808649e-06 -2.3807228882667594e-06 1.908570425494342e-06 -6.4516672337462793e-07 -6.885894444102243e-07
leaf_weight=22 23 21 31 21 22 31 20 22 31 2353 26 28 20 26 30 22 29 20 38 20 33 27 20 21 24 33 34 30 22 21
leaf_count=22 23 21 31 21 22 31 20 22 31 2353 26 28 20 26 30 22 29 20 38 20 33 27 20 21 24 33 34 30 22 21
internal_value=0 1.0441e-08 -1.83823e-09 -1.32526e-08 -6.65956e-10 1.01569e-08 -9.28322e-09 4.27455e-09 -8.39716e-09 1.13059e-08 -2.43154e-09 -3.26276e-07 -2.11493e-06 -1.18504e-07 -3.79989e-07 -6.67746e-07 1.25761e-06 5.63526e-08 1.59423e-06 -3.33713e-07 -6.26174e-07 -1.14739e-06 1.34446e-06 -1.60423e-06 1.88277e-08 -1.21309e-06 -6.08737e-07 4.48237e-07 8.46456e-07 1.64684e-06
internal_weight=0 3098 3077 3046 3025 3003 2972 2952 2930 2899 2877 442 46 396 368 313 55 2435 58 283 241 178 42 145 2377 124 91 57 63 41
internal_count=3121 3098 3077 3046 3025 3003 2972 2952 2930 2899 2877 442 46 396 368 313 55 2435 58 283 241 178 42 145 2377 124 91 57 63 41
is_linear=0
shrinkage=0.1


Tree=7295
num_leaves=31
num_cat=0
split_feature=11 156 1428 2 2 1371 160 43 475 13 481 151 14 1 1 1 1 132 0 1211 47 0 1 1 50 12 4 483 0 52
split_gain=3.80554e-09 3.76118e-09 5.99221e-09 4.11172e-09 3.18419e-08 3.52591e-08 1.80542e-08 7.28451e-08 1.72556e-08 4.78001e-08 2.75803e-08 1.4771e-08 1.4157e-08 1.36216e-08 1.51156e-07 1.06772e-07 2.63691e-08 2.47881e-08 1.56368e-07 1.27166e-07 2.2945e-08 8.83762e-08 5.44781e-08 2.18681e-08 2.17635e-08 3.19724e-08 3.79507e-08 3.39092e-08 2.76081e-08 1.98158e-08
threshold=-0.072629999999999986 0.3248100000000001 0.10668500000000002 0.087625000000000022 0.087505000000000013 0.083235000000000017 -0.54512499999999997 -0.077319999999999986 -0.085774999999999976 -0.085154999999999995 -0.13392999999999997 -0.53100499999999984 0.08104500000000002 0.09202500000000001 0.091345000000000023 0.092945000000000014 0.090475000000000014 -0.083284999999999984 -0.082394999999999982 0.10809000000000001 0.092165000000000011 -0.10324499999999999 0.098420000000000021 0.094220000000000012 0.11941000000000002 0.094375000000000014 -0.069389999999999993 0.085330000000000017 -0.074229999999999977 0.029970000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -5 9 -2 -10 -8 13 14 16 -15 17 18 -12 -19 21 -17 -22 -23 25 27 -27 29 -28 -25
right_child=1 -3 -4 6 -6 -7 11 -9 10 -11 12 -13 -14 15 -16 20 -18 19 -20 -21 22 23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-1.3416261026577558e-06 5.7974640350622053e-06 -1.2649435763270721e-06 1.74390652546208e-06 -2.2688050358965483e-06 3.9975736997565123e-06 -3.8085063942577586e-06 -2.6143697416121843e-06 6.2661263086738479e-06 -3.044304600255795e-06 -7.8102097076124573e-08 -9.3397460318556127e-07 -1.1480562025960864e-07 -2.5110041866582834e-06 7.2565513008889273e-06 -7.2882443658629977e-06 7.1467368320554666e-06 2.9547414359595599e-06 1.1344771624431559e-07 8.9218596651169886e-06 -7.7909379948929817e-06 -5.6776601098817993e-06 -2.6252190072758218e-06 4.9295722036805849e-08 -2.2404621986993336e-08 -2.5369126612011833e-06 5.2353388226341245e-06 -2.0279157708847335e-06 -3.8952309023443384e-06 2.6996018664249278e-06 3.4257095958878386e-06
leaf_weight=21 20 23 20 20 21 23 24 20 28 45 60 1584 20 23 28 20 33 661 22 21 20 24 98 100 21 30 21 20 30 20
leaf_count=21 20 23 20 20 21 23 24 20 28 45 60 1584 20 23 28 20 33 661 22 21 20 24 98 100 21 30 21 20 30 20
internal_value=0 9.09114e-09 1.86143e-08 7.32682e-09 1.32753e-07 7.42793e-08 -9.99093e-08 1.99866e-06 1.39703e-07 1.72976e-06 6.02004e-08 -1.52113e-07 1.28539e-07 1.70704e-07 -6.65972e-08 6.29189e-07 1.87112e-07 6.75676e-08 1.71027e-06 -1.29942e-07 2.51889e-07 7.35963e-07 -9.21375e-07 2.5395e-07 5.39487e-07 8.31815e-07 2.41311e-06 -8.30778e-08 7.52977e-07 5.52281e-07
internal_weight=0 3100 3077 3057 1409 1388 1648 40 1365 65 1300 1608 1272 1252 825 427 797 764 82 682 404 286 118 266 242 221 81 140 51 120
internal_count=3121 3100 3077 3057 1409 1388 1648 40 1365 65 1300 1608 1272 1252 825 427 797 764 82 682 404 286 118 266 242 221 81 140 51 120
is_linear=0
shrinkage=0.1


Tree=7296
num_leaves=31
num_cat=0
split_feature=132 1203 394 1177 394 0 390 105 34 34 34 33 1 120 130 4 4 4 4 51 1185 4 2 2 157 1 3 4 52 16
split_gain=4.03523e-09 1.89572e-08 1.58386e-08 4.09089e-09 8.72725e-09 4.60672e-08 6.53955e-09 4.0267e-09 7.7375e-09 8.14649e-09 1.21377e-08 1.41317e-08 4.35886e-09 9.82892e-09 7.77659e-09 5.84151e-09 3.36512e-08 3.35454e-08 2.01738e-08 2.96847e-08 1.49865e-08 1.40661e-08 1.93393e-08 3.60595e-08 3.16128e-08 2.1002e-08 7.79062e-08 3.55693e-08 2.23516e-08 2.20633e-08
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 -0.083384999999999973 -0.10499499999999999 -0.086729999999999988 0.088375000000000023 0.079510000000000011 -0.08786999999999999 -0.084564999999999987 -0.057544999999999992 -1.0000000180025095e-35 0.16540500000000002 1.0000000180025095e-35 -0.22229499999999999 0.0049200000000000008 0.0061450000000000003 0.0033150000000000007 1.0000000180025095e-35 0.089355000000000004 0.085905000000000009 0.015030000000000002 0.10402500000000002 0.10644500000000001 -0.06482499999999998 0.094220000000000012 -1.0000000180025095e-35 0.060330000000000002 0.09086000000000001 -0.10850999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 7 8 -6 -10 -11 -12 13 14 -13 17 -17 18 20 -20 -16 -18 24 -24 -23 26 28 -27 29 -26
right_child=2 -3 -4 4 6 -7 -8 -9 9 10 11 12 -14 -15 15 16 21 -19 19 -21 -22 22 23 -25 25 27 -28 -29 -30 -31
leaf_value=-1.1774397349725229e-07 1.3107362974551507e-06 -3.3497434924356643e-06 2.7039823872986414e-06 -4.8835603698194068e-06 1.8062374537090402e-06 1.8224319094748527e-06 1.6644197359028114e-06 -1.2086569094444039e-06 -1.871239444624181e-06 1.7933899375508957e-06 -2.6546726348897211e-06 1.941895033041874e-06 1.48419246386311e-06 -1.6160864985264397e-06 -1.1655362305155661e-07 3.9351269644309168e-06 -1.8272790316586909e-06 -2.9847237302195212e-06 -2.2694733979733431e-07 4.9418245157539787e-06 1.8653954988132265e-06 4.6684418947506861e-06 -3.8517379896172951e-06 1.716398343995845e-08 5.3357004724653565e-07 -3.471517929311035e-06 7.1622172129082175e-06 5.1999708860294804e-07 2.6931662453286913e-06 -3.0241119880567727e-06
leaf_weight=196 24 20 22 20 24 21 24 27 23 38 20 21 20 37 1754 24 35 39 25 20 39 20 26 328 72 29 20 97 33 23
leaf_count=196 24 20 22 20 24 21 24 27 23 38 20 21 20 37 1754 24 35 39 25 20 39 20 26 328 72 29 20 97 33 23
internal_value=0 -4.17003e-07 3.10001e-08 1.06027e-08 -3.11345e-10 -1.44878e-06 2.0763e-08 6.64421e-09 1.8503e-08 2.86109e-09 1.87083e-08 -6.43637e-09 1.34602e-08 2.32674e-09 2.53138e-08 9.73787e-09 2.54722e-07 -8.25392e-08 -2.09586e-08 2.07028e-06 -7.34437e-08 1.25396e-07 2.30865e-07 -2.66993e-07 8.30326e-07 5.50172e-07 1.35798e-06 -3.98685e-07 4.5107e-07 -3.27763e-07
internal_weight=0 216 2905 2883 2859 41 2818 2794 2767 2743 2720 2682 2662 2642 2605 2584 707 1877 1838 45 1793 683 648 354 294 274 148 126 128 95
internal_count=3121 216 2905 2883 2859 41 2818 2794 2767 2743 2720 2682 2662 2642 2605 2584 707 1877 1838 45 1793 683 648 354 294 274 148 126 128 95
is_linear=0
shrinkage=0.1


Tree=7297
num_leaves=31
num_cat=0
split_feature=1429 156 16 1 475 1 15 1429 157 2 4 0 157 157 1445 1447 1446 480 51 483 12 160 2 120 483 15 148 15 15 16
split_gain=4.19601e-09 1.18431e-08 4.18569e-09 8.41202e-09 6.54696e-09 3.62623e-08 2.32242e-08 6.65989e-09 5.34769e-09 2.18016e-08 4.30709e-08 2.49273e-08 1.58464e-08 8.47763e-09 8.21416e-09 1.06639e-08 1.80387e-08 1.98898e-08 7.16244e-09 7.04735e-09 3.58633e-08 4.00264e-08 2.80139e-08 1.5961e-08 1.54065e-08 1.23147e-08 6.90606e-09 6.43259e-09 2.79106e-08 3.9082e-08
threshold=-0.23752499999999996 0.32523500000000005 0.63636000000000015 0.10752500000000002 0.051590000000000004 0.10205500000000002 -0.052074999999999989 0.11635000000000001 -0.087424999999999989 0.087470000000000006 -0.0094449999999999968 -0.08841499999999998 -0.086079999999999976 -0.084764999999999993 0.077020000000000019 0.059120000000000013 -0.088809999999999986 0.11387000000000001 0.307425 0.098395000000000024 0.094435000000000005 -0.071139999999999995 0.083715000000000026 1.0000000180025095e-35 0.095790000000000014 -0.047714999999999987 -0.10069499999999999 0.11171000000000002 0.11728000000000001 -0.039889999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 6 -6 8 9 11 18 -2 -10 -14 15 16 -15 19 -11 23 22 -22 -21 24 26 -24 -18 -28 29 -29
right_child=1 -3 3 -5 5 -7 -8 -9 12 10 -12 -13 13 14 -16 -17 17 -19 -20 20 21 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=-1.376161387931709e-06 3.6279000983086005e-06 2.4353339267690901e-06 4.8685684106430926e-07 -2.3468079808191595e-06 -2.8972759754770265e-06 4.2127202628643831e-06 1.5966022940376762e-06 -1.4061856845995972e-06 2.1432913100787638e-06 1.4515254088109943e-06 -5.2451505330471571e-06 -9.0031417093703044e-07 -1.9994748946655386e-06 -2.9056348705039239e-06 -1.8645601466746685e-06 2.0487468766270049e-06 1.5730786546757577e-06 3.0311077916229064e-06 -1.2247488143657392e-06 -3.4922898135925565e-06 6.3241023940463489e-06 4.2174661606016648e-07 -4.2509579519614097e-07 -2.1766114637203183e-06 2.7690649130818204e-06 2.6405326757128481e-06 7.7771385811316151e-09 -5.6426720062597228e-06 1.866714404988433e-07 1.8693728594845869e-07
leaf_weight=22 20 20 20 22 23 23 23 34 35 20 24 31 21 21 23 26 27 22 20 23 20 27 38 34 20 20 2301 23 115 23
leaf_count=22 20 20 20 22 23 23 23 34 35 20 24 31 21 21 23 26 27 22 20 23 20 27 38 34 20 20 2301 23 115 23
internal_value=0 9.77395e-09 -5.98155e-09 -9.97444e-07 7.72981e-09 9.70682e-07 -6.50337e-07 -1.46569e-08 1.46853e-09 -6.66955e-07 -1.89606e-06 8.75456e-07 2.87366e-08 2.15277e-09 1.7366e-08 3.31632e-08 1.3854e-08 3.66202e-08 1.13388e-07 1.19557e-08 7.35965e-07 2.93339e-06 -5.39082e-07 -2.44868e-08 4.67714e-09 6.32017e-07 -1.75357e-08 -3.49795e-08 -6.46054e-07 -2.72787e-06
internal_weight=0 3099 3079 42 3037 69 46 2968 2934 115 64 51 2819 2784 2763 2740 2714 2693 40 2671 128 47 81 2543 2509 58 2489 2462 161 46
internal_count=3121 3099 3079 42 3037 69 46 2968 2934 115 64 51 2819 2784 2763 2740 2714 2693 40 2671 128 47 81 2543 2509 58 2489 2462 161 46
is_linear=0
shrinkage=0.1


Tree=7298
num_leaves=31
num_cat=0
split_feature=156 472 1204 1186 133 52 132 50 393 1203 16 394 390 1212 1212 16 481 128 43 13 1212 3 1212 3 1213 1213 1213 1209 401 133
split_gain=4.16484e-09 5.47028e-09 3.8997e-09 4.28639e-09 1.74372e-08 1.20915e-08 1.10204e-08 1.56156e-07 1.00513e-07 1.1431e-08 9.46303e-09 5.09391e-09 1.13377e-08 5.42204e-09 1.71394e-08 1.64318e-08 2.8336e-08 1.56649e-08 1.53965e-08 3.23498e-08 1.53768e-08 1.29338e-08 2.00708e-08 1.7601e-08 8.95826e-09 9.12886e-08 5.09124e-08 3.43662e-08 8.37318e-09 1.16064e-08
threshold=0.3248100000000001 -0.097514999999999977 0.053645000000000005 0.057025000000000006 -0.022174999999999997 0.085815000000000016 -0.083284999999999984 0.10022000000000002 0.11333500000000001 0.085960000000000023 -0.052894999999999991 -0.11103499999999998 0.086130000000000012 0.087575000000000014 0.086920000000000011 -0.014754999999999999 -0.073474999999999985 0.088865000000000013 -0.010739999999999998 -0.011289999999999998 0.10321500000000002 -0.076669999999999988 0.12799000000000002 -0.082334999999999978 -0.085284999999999986 -0.090764999999999985 -0.074014999999999984 -1.0000000180025095e-35 -0.13200999999999999 0.51114000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 10 7 9 11 -3 -5 -8 13 14 24 16 -15 18 19 -18 -21 22 23 -20 25 27 -26 -13 -28 -30
right_child=-2 2 -4 4 -6 -7 8 -9 -10 -11 -12 12 -14 15 -16 -17 17 -19 21 20 -22 -23 -24 -25 26 -27 28 -29 29 -31
leaf_value=1.6584328182034371e-06 -1.3406914860688038e-06 9.4871680660261237e-08 1.1338037734276439e-06 -2.0683003600899373e-06 -2.5398671844165869e-06 2.3270131713104549e-06 1.5274021045932138e-06 9.101029370413016e-06 -7.1031241418495487e-06 -2.2290766660262307e-06 7.1629814416295502e-07 -4.1408276138099612e-06 -2.3725538761709684e-06 4.296203755551514e-06 -2.8052494816289585e-06 -1.5569953441573651e-06 -4.3304407700448101e-06 3.0531049191040438e-06 -4.2058256993819357e-07 -1.2665597663700605e-06 2.4878270789940871e-06 3.1556281032862898e-06 -1.8258756242062191e-06 3.4506444232344316e-06 -4.838965354668869e-06 6.2691362800251231e-06 1.5078644035308268e-06 3.6240926655417762e-07 -1.5209318311533678e-09 -1.8909439339068108e-06
leaf_weight=20 23 138 30 23 33 20 22 20 20 25 26 20 20 21 22 34 21 20 23 24 20 20 28 24 22 25 36 111 2197 33
leaf_count=20 23 138 30 23 33 20 22 20 20 25 26 20 20 21 22 34 21 20 23 24 20 20 28 24 22 25 36 111 2197 33
internal_value=0 9.95386e-09 -7.57509e-10 -1.19245e-08 -6.4924e-07 2.54973e-07 1.01415e-08 7.61672e-07 -3.96342e-08 -2.61562e-07 -5.90758e-07 1.18678e-08 -3.85719e-10 1.71794e-08 -2.65584e-08 4.76147e-07 8.20061e-07 4.14511e-07 8.46873e-08 -1.10123e-06 4.3998e-07 8.96106e-07 2.93567e-07 1.55621e-06 -1.54561e-09 7.31662e-07 -5.1537e-08 -3.25108e-07 -5.05716e-09 -2.9481e-08
internal_weight=0 3098 3078 3048 102 69 2946 183 2763 163 49 2743 2721 2701 2466 235 201 180 160 65 44 95 75 47 2444 156 2288 131 2266 2230
internal_count=3121 3098 3078 3048 102 69 2946 183 2763 163 49 2743 2721 2701 2466 235 201 180 160 65 44 95 75 47 2444 156 2288 131 2266 2230
is_linear=0
shrinkage=0.1


Tree=7299
num_leaves=31
num_cat=0
split_feature=393 403 1429 1417 472 1428 474 475 0 475 142 11 33 34 4 2 9 9 4 4 151 16 12 1456 12 12 4 12 150 2
split_gain=4.72628e-09 2.88217e-08 4.03282e-09 1.02052e-08 5.81781e-09 1.01307e-08 6.34179e-09 4.52338e-09 1.05588e-08 5.7674e-09 4.34236e-09 1.12765e-08 7.50331e-09 6.89021e-09 8.32564e-09 8.76162e-08 7.07257e-08 4.81625e-08 2.58853e-08 1.48674e-08 2.34389e-08 4.74799e-08 1.54167e-08 1.38165e-08 1.71151e-08 3.34476e-08 6.76509e-08 2.84003e-08 2.09887e-08 2.08424e-08
threshold=0.10856500000000001 -0.074254999999999988 0.12521000000000002 -0.080324999999999994 -0.38234499999999999 0.095640000000000017 -0.42010499999999995 -0.10664 -0.065229999999999996 -0.091889999999999986 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 -0.112215 0.053180000000000012 -0.045829999999999989 0.088235000000000022 -0.013509999999999999 0.056795000000000005 0.033845000000000007 0.06617000000000002 -0.015314999999999997 0.087075000000000014 0.0058550000000000008 0.089625000000000024 0.09474500000000001 0.19806500000000002 0.088045000000000012 0.12068000000000002 0.11362000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -6 8 -8 -9 -11 -12 -13 -14 15 -15 18 -17 -16 20 -19 -22 -23 24 27 26 -26 28 -20 -27
right_child=1 -3 -4 4 5 -7 7 9 -10 10 11 12 13 14 16 17 -18 19 23 -21 21 22 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-2.1715938125701295e-06 2.7703791574546787e-06 -1.9686572830410333e-06 1.3990449815537432e-06 -1.668663617779419e-06 1.7151021005528968e-06 1.8615932809740933e-06 3.1574638012835779e-07 1.6006839979871242e-06 -2.5533525998703819e-06 1.3439349656793006e-06 -2.0325844372694391e-06 -1.7406207698513756e-06 -1.7632467636923883e-06 -6.5101555936139669e-06 -2.9640108394872828e-06 3.6598191201976856e-06 4.4545243632945555e-06 -1.0388857067264402e-07 -8.8391033799213078e-09 -1.7843921284566023e-06 5.8753832095703726e-06 1.640831450897857e-06 -1.8696859094482285e-06 -1.4431943670988017e-06 7.0084635717648792e-06 -8.4267697377053232e-07 -4.2445224745317021e-07 -3.0557040755129177e-06 3.1217209296933699e-06 1.6586113156920549e-06
leaf_weight=22 33 21 20 21 21 29 29 22 23 23 28 25 22 21 27 35 39 1946 311 50 20 29 22 47 25 72 24 29 23 62
leaf_count=22 33 21 20 21 21 29 29 22 23 23 28 25 22 21 27 35 39 1946 311 50 20 29 22 47 25 72 24 29 23 62
internal_value=0 9.27421e-07 -1.63207e-08 -2.56109e-08 -1.00038e-08 1.5914e-09 -1.65397e-08 -2.885e-08 -9.53278e-07 -1.22854e-08 -2.46067e-08 -3.5624e-08 -1.58591e-08 -4.8145e-10 1.34585e-08 -8.2924e-08 3.23959e-07 -1.87128e-08 6.41333e-08 -8.10005e-08 -3.87747e-08 1.7459e-06 1.26491e-07 2.02008e-07 3.43628e-07 1.13216e-06 3.36785e-06 -5.38975e-08 2.06738e-07 3.14636e-07
internal_weight=0 54 3067 3047 3025 3004 2975 2954 52 2902 2880 2857 2829 2804 2782 2123 659 2102 620 2067 2017 71 51 593 546 183 49 363 334 134
internal_count=3121 54 3067 3047 3025 3004 2975 2954 52 2902 2880 2857 2829 2804 2782 2123 659 2102 620 2067 2017 71 51 593 546 183 49 363 334 134
is_linear=0
shrinkage=0.1


Tree=7300
num_leaves=31
num_cat=0
split_feature=3 1 121 33 9 3 47 9 47 47 393 43 43 16 1209 43 43 403 133 133 51 4 51 4 156 43 43 402 42 12
split_gain=4.69811e-09 8.79575e-09 1.2669e-08 4.92884e-09 7.01873e-09 2.58473e-08 8.68026e-09 8.34678e-08 6.2968e-08 1.74945e-08 6.49861e-09 6.51453e-09 2.03749e-08 4.0775e-08 3.65878e-08 3.01884e-08 1.49035e-08 2.38992e-08 1.68132e-08 2.31556e-08 1.46317e-08 2.53342e-08 4.18356e-08 1.66802e-08 1.50283e-08 1.32976e-08 1.60505e-08 1.38352e-08 4.20352e-08 7.38703e-08
threshold=0.63141500000000017 0.16540500000000002 -0.11996 -0.044254999999999996 0.091600000000000015 -0.13309499999999996 0.094160000000000008 0.084755000000000011 0.096475000000000019 0.091340000000000018 0.11333500000000001 -0.0082299999999999995 -0.0047449999999999992 -0.091744999999999979 -0.088289999999999993 -0.0064299999999999991 -0.010739999999999998 -0.085164999999999977 -0.14757499999999998 -0.095184999999999978 -0.14283999999999999 -0.50427999999999995 0.020580000000000005 -0.041644999999999995 0.094765000000000016 -0.012164999999999999 -0.014584999999999999 0.089785000000000018 0.091205000000000008 0.085565000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 9 -8 10 11 16 13 -13 -14 -15 18 -18 -5 -20 23 22 -22 24 -16 26 27 -21 29 -29
right_child=-2 -3 3 4 5 -7 8 -9 -10 -11 -12 12 14 15 20 -17 17 -19 19 25 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.4508006793851001e-06 -1.4239344794908034e-06 2.1009077880762562e-06 1.5405514681160205e-06 -2.4830810126821653e-06 1.2141467834680953e-06 -3.5802999402379934e-06 5.9505201690512877e-06 -6.1700549560390017e-06 1.4790268045356611e-07 2.8897793149391355e-06 1.408429480154183e-06 -5.2960364269972123e-06 4.1470510723229381e-06 -2.119672045876685e-06 4.2048247668508736e-06 2.4105411924324471e-06 -5.3247818243562507e-08 3.6073094372293401e-06 3.302109756863171e-06 1.0278540585180459e-07 -5.8365351963272716e-06 -1.7388106077109906e-07 5.5404498652933401e-07 -4.140025417224311e-07 4.5672844834143689e-07 -2.1652489227495541e-06 2.221416032371588e-06 -7.6718593481928115e-06 1.9940694061107126e-06 -5.3396296542424751e-08
leaf_weight=21 23 20 21 26 22 23 20 22 288 21 32 23 20 38 23 24 42 31 22 1271 21 846 20 38 20 27 34 20 27 35
leaf_count=21 23 20 21 26 22 23 20 22 288 21 32 23 20 38 23 24 42 31 22 1271 21 846 20 38 20 27 34 20 27 35
internal_value=0 1.05765e-08 -3.00594e-09 1.38091e-08 3.24867e-09 -1.23635e-06 2.18986e-08 -3.5821e-08 5.24696e-07 1.48942e-08 -7.97421e-09 -2.53534e-08 -2.14388e-07 -1.70004e-06 -8.65741e-08 -3.66041e-07 1.06786e-07 1.50124e-06 3.71592e-08 8.27903e-08 -1.74046e-07 -2.91533e-07 -2.71918e-06 1.11251e-06 2.46152e-06 3.27019e-08 7.54883e-08 2.15625e-08 -1.23739e-06 -2.82375e-06
internal_weight=0 3098 3078 3057 3036 45 2991 2683 308 2661 2640 2608 1073 85 988 62 1535 73 1462 1436 968 887 41 81 43 1414 1387 1353 82 55
internal_count=3121 3098 3078 3057 3036 45 2991 2683 308 2661 2640 2608 1073 85 988 62 1535 73 1462 1436 968 887 41 81 43 1414 1387 1353 82 55
is_linear=0
shrinkage=0.1


Tree=7301
num_leaves=31
num_cat=0
split_feature=40 130 42 132 393 50 393 39 9 12 33 15 38 403 132 16 15 16 147 448 150 156 1 150 13 51 4 150 150 3
split_gain=4.46125e-09 1.26895e-08 8.49264e-09 5.22793e-09 2.10074e-08 1.00763e-08 8.45987e-09 5.35845e-09 1.53208e-08 2.19963e-08 1.1427e-08 7.99944e-09 5.1868e-09 4.45484e-09 7.69679e-09 5.26292e-09 1.41491e-08 1.36129e-08 4.35683e-09 1.07439e-08 4.86473e-09 1.58869e-08 2.01758e-08 5.96491e-09 5.30653e-09 2.00782e-08 1.54165e-08 7.68832e-09 1.01265e-08 7.24976e-09
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083174999999999985 0.12069000000000002 0.09227500000000001 0.10483000000000002 -1.0000000180025095e-35 0.092235000000000011 -1.0000000180025095e-35 -0.0066799999999999993 -0.073184999999999986 0.10657000000000001 -0.08989999999999998 -0.095229999999999995 -0.095094999999999985 -0.066844999999999988 -0.073404999999999984 0.097985000000000017 1.0000000180025095e-35 0.11989500000000002 0.091255000000000017 0.10887500000000001 0.11456000000000001 -0.17933499999999997 0.081440000000000026 -0.017809999999999996 0.10980500000000001 0.10605000000000002 0.31534000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 7 6 13 11 10 -10 -9 -5 18 -3 15 -15 -17 -18 19 20 23 22 -22 24 25 26 -12 28 -26 -28
right_child=1 2 -4 4 -6 -7 -8 8 9 -11 12 -13 -14 14 -16 16 17 -19 -20 -21 21 -23 -24 -25 27 -27 29 -29 -30 -31
leaf_value=1.4887398174323609e-06 -2.4027156515868147e-06 1.2315278598651748e-06 1.8812741416240898e-06 -1.8771795764579387e-07 3.1804060329575025e-06 -2.1473362087289712e-06 -1.9171827991613098e-06 2.0283852872385719e-06 -4.1023046202843201e-06 3.2058653464069356e-07 2.5838169270692952e-06 2.5117776255272131e-06 1.3768077977787201e-06 -9.7814170290943225e-07 -1.4791680713950188e-06 2.9582887987089635e-06 1.4595910410467437e-06 -1.6062547949028765e-06 -1.093788433855799e-06 2.1507928310078886e-06 -3.8078564311945228e-06 1.5132036804743621e-06 2.9608903510645335e-07 1.6417826765808227e-06 1.4133627879503548e-08 -2.5141279233290943e-06 3.7979852896992743e-07 -1.8418393592996424e-06 1.9618118863541493e-06 -2.0599114328606883e-06
leaf_weight=20 22 27 24 23 21 31 25 28 22 23 21 21 27 26 34 20 28 30 37 23 25 20 23 22 2360 39 29 22 27 21
leaf_count=20 22 27 24 23 21 31 25 28 22 23 21 21 27 26 34 20 28 30 37 23 25 20 23 22 2360 39 29 22 27 21
internal_value=0 -9.59623e-09 7.50304e-09 -7.21726e-09 2.93132e-08 -4.75667e-07 -2.02921e-07 5.78926e-09 -1.16087e-08 -1.84172e-06 1.86243e-08 1.10068e-06 -2.24859e-09 5.68154e-08 -1.7302e-07 2.5399e-07 6.64701e-07 -1.26191e-07 -1.61993e-08 -1.05085e-09 -2.00207e-08 -8.5474e-07 -1.84138e-06 2.31728e-09 -1.20012e-08 -6.91226e-07 3.10087e-07 1.90136e-08 3.61643e-08 -6.4488e-07
internal_weight=0 3101 3079 3055 2834 221 190 2813 2769 45 2724 44 2696 165 138 104 78 58 2669 2632 2609 68 48 2541 2519 110 71 2409 2387 50
internal_count=3121 3101 3079 3055 2834 221 190 2813 2769 45 2724 44 2696 165 138 104 78 58 2669 2632 2609 68 48 2541 2519 110 71 2409 2387 50
is_linear=0
shrinkage=0.1


Tree=7302
num_leaves=31
num_cat=0
split_feature=448 1348 45 4 1429 156 97 374 120 13 121 16 11 11 475 3 12 9 10 2 11 1212 11 11 15 2 15 453 2 10
split_gain=4.12358e-09 9.99538e-09 4.17779e-09 3.46925e-08 9.17533e-09 1.22627e-08 5.30807e-09 1.04679e-08 6.04678e-09 6.89095e-09 4.81215e-08 2.94854e-08 7.08133e-09 2.22284e-08 9.01133e-09 1.65449e-08 7.79544e-09 2.01477e-08 1.688e-08 1.52266e-08 9.79837e-09 7.10144e-09 6.18416e-09 1.09906e-08 6.68839e-09 6.12191e-08 3.53172e-08 1.98435e-08 1.44605e-08 1.40732e-08
threshold=0.068920000000000023 0.091105000000000005 0.084355000000000013 -0.0070899999999999991 -0.23752499999999996 0.32523500000000005 -0.086464999999999986 0.08987500000000001 0.090440000000000006 0.24813000000000004 -0.085749999999999979 -0.10850999999999998 0.095720000000000013 0.099410000000000012 0.051590000000000004 -0.082689999999999986 0.12757000000000002 0.092890000000000014 0.053330000000000009 0.12992500000000004 -1.0000000180025095e-35 -0.52517999999999987 0.088065000000000018 0.08326500000000002 -0.10203999999999998 -1.0000000180025095e-35 -0.099734999999999976 0.084455000000000016 0.15109000000000003 -0.0097449999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6 8 9 10 -8 -11 14 -14 16 -16 17 18 20 -18 -12 -22 23 24 25 -23 -26 28 -27 -28
right_child=-2 -3 3 -5 5 -7 7 -9 -10 11 12 -13 13 -15 15 -17 19 -19 -20 -21 21 22 -24 -25 26 27 29 -29 -30 -31
leaf_value=-2.1581570513262708e-06 -1.4312930318283179e-06 1.8256932725080335e-06 -1.5951783963758387e-06 3.7365131193026808e-06 -1.5732685354082194e-06 2.4587471398263008e-06 4.8939141527171162e-06 1.8137389984516512e-06 -1.7663895533814867e-06 -4.2700244699744872e-06 2.1946252832094616e-06 7.0241169996481605e-08 -3.6730010573852011e-06 6.6493572308832814e-07 3.3104970597101464e-06 -1.049176261545113e-07 -3.1756764967568695e-06 2.5665223283037147e-06 -2.2211609970262155e-06 1.9754221582957144e-07 1.8494765740229014e-06 5.4599340676924681e-06 -1.5201901906688624e-06 1.7599104019021017e-06 -4.1037978521981954e-06 4.1151165936152303e-07 1.7583237290110205e-06 -3.040054108680579e-06 -2.0506168123819618e-06 -1.1283402959863077e-07
leaf_weight=20 20 30 26 23 22 20 20 31 20 20 20 72 21 27 23 37 23 30 35 32 20 22 28 34 22 289 41 20 26 2047
leaf_count=20 20 30 26 23 22 20 20 31 20 20 20 72 21 27 23 37 23 30 35 32 20 22 28 34 22 289 41 20 26 2047
internal_value=0 9.22383e-09 -8.5209e-09 9.07452e-07 -2.33729e-08 -9.15047e-09 -2.57024e-08 -1.42003e-08 -3.35468e-08 -2.16332e-08 6.18114e-09 -8.73295e-07 -2.87687e-08 -1.23291e-06 -7.74328e-09 1.20432e-06 -3.47883e-08 -1.01847e-08 -3.98703e-08 -1.21308e-06 -1.01524e-08 -2.74516e-08 -4.22948e-08 -2.5749e-08 -5.03588e-08 3.49939e-07 -1.18087e-07 1.43575e-08 2.08288e-07 -7.60919e-08
internal_weight=0 3101 3071 49 3022 3002 2982 2960 2929 2909 2817 92 2797 48 2749 60 2689 2634 2604 55 2569 2549 2529 2501 2467 357 2110 335 315 2088
internal_count=3121 3101 3071 49 3022 3002 2982 2960 2929 2909 2817 92 2797 48 2749 60 2689 2634 2604 55 2569 2549 2529 2501 2467 357 2110 335 315 2088
is_linear=0
shrinkage=0.1


Tree=7303
num_leaves=31
num_cat=0
split_feature=156 1429 474 474 14 12 49 42 474 160 1447 1456 1429 3 474 43 474 157 1429 1370 1446 457 457 1373 457 448 150 150 447 156
split_gain=3.82851e-09 4.73913e-09 3.97164e-09 1.33453e-08 1.14718e-08 2.89377e-08 1.02984e-08 1.12757e-08 1.41708e-08 9.52428e-09 6.0475e-09 1.99573e-08 1.29279e-08 5.74497e-08 1.27721e-08 2.1427e-08 9.95774e-09 2.16524e-08 1.68683e-08 2.03971e-08 7.65405e-09 7.10279e-09 7.91955e-09 7.25804e-09 1.64397e-08 1.72599e-08 1.47133e-08 9.74536e-09 7.60245e-09 8.06635e-09
threshold=0.3248100000000001 -0.23166999999999996 0.091180000000000011 0.089265000000000011 -0.31455999999999995 0.082480000000000012 0.10247500000000002 0.088295000000000012 0.10607000000000001 -1.0000000180025095e-35 -0.086849999999999997 0.085185000000000011 0.087545000000000012 -0.082594999999999988 0.08708500000000001 -0.078469999999999984 0.084550000000000014 -0.084764999999999993 0.083985000000000018 1.0000000180025095e-35 0.037915000000000011 -0.11701499999999999 -0.091754999999999989 -1.0000000180025095e-35 0.11612500000000002 0.030280000000000001 0.12068000000000002 0.11656000000000001 0.089595000000000022 0.12734000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 -4 -6 7 8 -7 -9 11 20 14 -14 16 -16 18 -18 19 21 -3 -12 -23 -24 25 26 27 28 29 -25
right_child=-2 2 4 -5 5 6 -8 9 -10 -11 12 -13 13 -15 15 -17 17 -19 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=1.409304606643976e-06 -1.2854214555377637e-06 1.140402112772184e-06 1.1217032759229065e-06 2.4255996461009925e-06 -4.3000665812087389e-06 -1.1223309974380316e-06 1.5788766035029768e-06 -3.5249346279897515e-06 2.3377122846568458e-06 -5.4112247890652325e-07 1.3958583056936168e-06 3.2750632878257116e-06 1.155195853241864e-06 -5.4830663926126862e-06 4.1014416163420721e-06 -5.2749420149211806e-07 -3.2232455350822423e-06 3.1208217190330131e-07 2.841258860609655e-06 -3.1855551526405183e-06 -1.2555397347568943e-06 -1.9336233327478457e-06 -1.8350137582144401e-06 2.6199085003156719e-08 2.3587378139685223e-06 -2.6105582110176329e-06 2.1605770374577562e-06 -2.0929100649234239e-06 1.9629306291335524e-06 -1.5974694826303266e-06
leaf_weight=24 23 24 36 23 21 29 24 20 20 23 37 24 32 22 20 20 30 41 21 20 30 21 21 2355 30 25 32 22 20 31
leaf_count=24 23 24 36 23 21 29 24 20 20 23 37 24 32 22 20 20 30 41 21 20 30 21 21 2355 30 25 32 22 20 31
internal_value=0 9.54073e-09 -1.38781e-09 2.63698e-08 -4.66849e-07 -8.84279e-07 -2.65904e-07 -7.47151e-07 2.89932e-07 -1.92894e-06 7.19596e-09 8.75705e-07 -1.69982e-08 -1.54928e-06 1.31341e-08 1.78697e-06 -1.30868e-08 -1.18172e-06 1.8402e-08 -4.2759e-09 -1.90677e-07 2.02521e-08 3.46949e-10 1.63617e-08 3.18205e-08 3.72893e-09 3.02969e-08 2.22071e-09 2.13782e-08 5.10364e-09
internal_weight=0 3098 3074 2901 173 137 116 92 49 43 2878 78 2800 54 2746 40 2706 71 2635 2614 54 2594 2557 2536 2515 2485 2460 2428 2406 2386
internal_count=3121 3098 3074 2901 173 137 116 92 49 43 2878 78 2800 54 2746 40 2706 71 2635 2614 54 2594 2557 2536 2515 2485 2460 2428 2406 2386
is_linear=0
shrinkage=0.1


Tree=7304
num_leaves=31
num_cat=0
split_feature=10 0 15 12 147 147 147 9 9 97 9 147 124 49 0 42 160 160 52 16 12 2 52 160 0 484 49 484 151 0
split_gain=3.63919e-09 5.19668e-08 5.30414e-08 2.16563e-08 4.76141e-09 1.11993e-08 9.74024e-09 6.71158e-09 2.86597e-08 6.36944e-09 9.53896e-09 6.04247e-09 4.28096e-09 1.4672e-08 9.23939e-09 7.74667e-09 5.31818e-09 2.48875e-08 2.48262e-08 6.06397e-08 2.84626e-08 2.99635e-08 1.99009e-08 1.69481e-08 2.01306e-08 1.59047e-08 1.49987e-08 1.24785e-08 1.102e-08 1.05497e-08
threshold=-0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.010834999999999999 0.11204500000000002 0.099230000000000013 0.093875000000000014 0.092235000000000011 1.0000000180025095e-35 -0.084639999999999979 -0.013509999999999999 0.090425000000000019 -0.083034999999999984 -0.080604999999999982 -0.14723999999999998 -0.018024999999999996 0.081905000000000019 0.062030000000000009 -0.080114999999999978 -0.070454999999999976 0.090695000000000012 0.10644500000000001 -0.067494999999999986 0.096860000000000016 -0.082284999999999983 -0.23687999999999995 -0.012404999999999998 -0.22288999999999995 0.11088000000000002 -0.082724999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 9 -2 -11 12 13 -12 -15 -16 17 27 19 -18 21 26 -20 -24 25 -25 -21 -14 -29 -28
right_child=4 2 3 -5 -6 -7 -8 -9 -10 10 11 -13 16 14 15 -17 18 -19 22 20 -22 -23 23 24 -26 -27 29 28 -30 -31
leaf_value=-4.5966253255755873e-06 -1.7151869206784233e-06 3.5524895115675769e-06 6.3040909869163576e-07 -3.2018866265085914e-06 -1.4116949021468907e-06 2.0600436045015159e-06 -1.9513620079578685e-06 -1.3455599115072152e-06 3.6431249880437962e-06 1.7230888121155136e-06 2.9908848048199575e-06 1.7449614142606151e-06 2.0960943341411361e-06 -1.3368899339360312e-06 -3.2508155080839581e-07 2.0720325644254864e-06 -5.3097466661711225e-06 3.5401788014155498e-06 3.0550370519987474e-06 -2.5712790850527448e-06 -2.697724035945277e-06 3.9789614493201951e-06 2.2678912990578776e-06 3.3983692636259852e-07 1.3817732517026978e-06 -2.948384534599762e-06 1.7263655816890379e-06 -5.5369869415187579e-08 1.684339135356429e-06 -9.0700097726328072e-07
leaf_weight=25 21 36 29 30 23 27 25 35 22 33 21 20 28 31 28 26 30 20 26 22 38 20 26 24 33 38 32 2286 37 29
leaf_count=25 21 36 29 30 23 27 25 35 22 33 21 20 28 31 28 26 30 20 26 22 38 20 26 24 33 38 32 2286 37 29
internal_value=0 -5.40006e-07 5.27525e-07 -1.31822e-06 2.15919e-08 3.26616e-08 1.41122e-08 3.09054e-08 4.75696e-08 1.99983e-08 3.27928e-08 1.29776e-08 5.84177e-10 6.2392e-07 3.91409e-08 8.29085e-07 -2.39876e-08 2.75155e-08 -4.07994e-07 -1.22722e-06 -3.58594e-07 5.04386e-07 5.4498e-07 5.62946e-09 -6.13516e-07 -1.67552e-06 -3.32861e-07 -2.36679e-09 -2.76603e-08 4.74437e-07
internal_weight=0 120 95 59 3001 2978 2951 2926 2891 2869 2848 2815 2795 106 85 54 2689 2371 318 171 141 103 147 121 95 62 83 2351 2323 61
internal_count=3121 120 95 59 3001 2978 2951 2926 2891 2869 2848 2815 2795 106 85 54 2689 2371 318 171 141 103 147 121 95 62 83 2351 2323 61
is_linear=0
shrinkage=0.1


Tree=7305
num_leaves=31
num_cat=0
split_feature=390 12 1182 1211 43 1213 1186 13 132 394 1211 132 50 3 3 1 43 3 0 43 3 42 1212 1212 3 3 0 16 3 1375
split_gain=3.6706e-09 1.20415e-08 4.79374e-09 4.48427e-09 1.67933e-08 1.11696e-08 7.13854e-09 2.44632e-08 1.03449e-08 1.40924e-07 1.31727e-07 1.75332e-08 1.01298e-08 5.29491e-09 2.70445e-08 4.82716e-08 2.76278e-08 1.5898e-08 2.53287e-08 1.73236e-08 1.49001e-08 8.31261e-08 1.51633e-08 2.94726e-08 1.35308e-08 1.2566e-08 4.34829e-08 5.36386e-08 3.56814e-08 3.69734e-08
threshold=0.087590000000000015 0.088485000000000022 0.084790000000000018 0.11301500000000002 0.05259500000000001 0.41946500000000003 0.057025000000000006 -0.0087749999999999981 -0.083284999999999984 0.0041850000000000004 0.10636500000000002 -0.044384999999999994 0.09227500000000001 -0.082594999999999988 -0.083344999999999989 0.090965000000000004 -0.043144999999999996 -0.084319999999999992 -0.086554999999999979 -0.077319999999999986 -0.082284999999999983 0.085730000000000015 0.10083000000000002 0.087505000000000013 -0.084854999999999986 -0.086049999999999988 -0.087414999999999979 -0.0034149999999999996 -0.086424999999999988 -0.15308499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 8 -8 9 12 11 -10 -1 14 17 16 -16 24 -19 -20 21 -15 23 -22 25 28 -27 -28 29 -13
right_child=1 -3 -4 4 5 -7 7 -9 10 -11 -12 13 -14 20 15 -17 -18 18 19 -21 22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=1.2639740953090952e-07 -7.6532236856034315e-07 2.34090854160758e-06 -1.4215949274642981e-06 2.8520998052954385e-06 -2.1228314597010469e-06 1.2192572051716868e-06 -3.1482587750756909e-06 4.5560472082447254e-07 2.8937961923518396e-06 8.6611630439392681e-06 -7.9353303178885704e-06 -4.2106510329631421e-06 -1.9776718686528144e-06 3.0224578668345376e-06 1.3974127744903297e-06 -2.1611934720394423e-06 5.7728788617707861e-06 1.0238205347307554e-06 -1.0582361312572176e-06 -5.082389297967893e-06 -8.2574189317188672e-08 -5.1807482380657654e-06 -2.5089777584526019e-06 3.3792300124559915e-06 2.2597758116121282e-06 2.0447284074319986e-06 -6.321614980227726e-06 5.9876018045066479e-07 3.2538065530237271e-06 1.460688386169585e-07
leaf_weight=150 24 26 24 25 20 20 31 48 21 20 21 20 27 21 31 21 27 26 23 20 1511 30 25 25 29 26 24 21 36 748
leaf_count=150 24 26 24 25 20 20 31 48 21 20 21 20 27 21 31 21 27 26 23 20 1511 30 25 25 29 26 24 21 36 748
internal_value=0 8.49918e-07 -1.38376e-08 -2.74922e-09 8.18939e-07 -4.51787e-07 -2.06599e-08 -9.5857e-07 4.86363e-09 7.04496e-07 -4.60704e-08 1.56333e-08 -1.94562e-07 -7.05495e-09 1.67462e-07 1.94687e-06 3.43427e-06 2.29879e-08 -1.44011e-06 -2.92994e-06 -1.20945e-07 -1.80296e-06 -6.59919e-08 -2.62297e-08 1.34663e-07 6.42305e-08 -1.21101e-06 -3.09211e-06 1.76845e-07 3.26126e-08
internal_weight=0 50 3071 3047 65 40 2982 79 2903 197 2706 2685 177 2664 1052 79 58 973 69 43 1612 51 1561 1536 904 875 71 45 804 768
internal_count=3121 50 3071 3047 65 40 2982 79 2903 197 2706 2685 177 2664 1052 79 58 973 69 43 1612 51 1561 1536 904 875 71 45 804 768
is_linear=0
shrinkage=0.1


Tree=7306
num_leaves=31
num_cat=0
split_feature=132 394 1203 1212 3 3 42 1213 12 1210 1210 12 13 13 3 1208 482 2 156 157 13 401 0 0 13 16 52 42 1177 13
split_gain=3.71114e-09 1.37984e-08 1.37377e-08 4.47752e-09 9.99082e-09 1.14244e-08 2.93885e-08 1.01145e-08 4.81777e-09 2.07046e-08 1.97688e-08 1.84016e-08 1.97342e-08 5.02482e-08 2.99877e-08 2.01558e-08 2.1948e-08 3.3736e-08 1.81613e-08 2.94814e-08 2.40951e-08 2.03032e-08 1.75797e-08 3.61459e-08 2.20729e-08 2.92991e-08 2.25756e-08 1.52146e-08 1.49102e-08 1.35441e-08
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.10321500000000002 -0.076514999999999986 -0.082284999999999983 0.09858500000000002 -0.020279999999999996 0.09334000000000002 -0.062079999999999989 -0.00046999999999999993 0.09364500000000002 -0.077944999999999987 -0.082014999999999991 -0.047929999999999993 0.10683000000000002 0.098465000000000011 0.14838000000000004 -0.065739999999999979 -0.04831499999999999 0.10002500000000002 0.09530000000000001 -0.080499999999999988 -0.077084999999999987 0.086705000000000018 0.38525000000000004 -0.43851499999999993 0.093775000000000011 -0.083384999999999973 -0.070999999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 8 5 7 -7 -5 28 -10 -11 -12 13 27 15 16 17 18 -14 20 -20 22 -21 -24 26 -26 -25 -13 -2 -28
right_child=1 -3 -4 4 -6 6 -8 -9 9 10 11 12 14 -15 -16 -17 -18 -19 19 21 -22 -23 23 24 25 -27 29 -29 -30 -31
leaf_value=-1.4515945742473657e-07 2.6496476814166026e-06 2.5246243242546292e-06 -2.8964729358449407e-06 2.6722601774054057e-06 2.5344816446125733e-06 -3.7205592737639868e-06 1.5094430799742689e-06 -6.2170231274194529e-08 -3.070968260090012e-06 2.9568430369408817e-06 -3.221360774716686e-06 1.4675619387174919e-06 2.6813389415216514e-06 5.6125939045159618e-06 -4.0118254575686892e-06 -3.3451500667069927e-06 -2.439306871491607e-06 3.8248537392697152e-06 -4.7428201833099596e-06 -9.8115985411238526e-07 -2.0516295080597048e-07 -2.9547003606467117e-06 3.7721138886064928e-06 -3.1072756472055446e-06 -2.3397199738285835e-07 4.5275334360421009e-06 -1.4744818653550991e-06 -1.1683517469619086e-06 3.2460145330135655e-08 8.4802751156399088e-07
leaf_weight=196 22 22 20 24 22 21 22 31 25 20 20 41 22 20 22 20 37 23 25 84 22 21 33 26 28 24 36 47 2062 83
leaf_count=196 22 22 20 24 22 21 22 31 25 20 20 41 22 20 22 20 37 23 25 84 22 21 33 26 28 24 36 47 2062 83
internal_value=0 2.97252e-08 -3.99911e-07 1.06868e-08 6.0868e-07 1.76357e-07 -1.04474e-06 1.13104e-06 -1.52847e-08 -2.46623e-07 -1.38658e-07 -2.36308e-07 -1.39075e-07 1.08805e-06 -4.00991e-07 -2.36862e-07 -1.02884e-07 9.9569e-08 -1.12514e-07 -2.73417e-07 -2.61881e-06 5.56387e-08 2.56967e-07 7.09153e-07 1.96068e-07 1.96365e-06 -4.37822e-07 5.97444e-08 6.00888e-08 1.4542e-07
internal_weight=0 2905 216 2883 120 98 43 55 2763 679 654 634 614 108 506 484 464 427 404 382 47 335 314 230 197 52 145 88 2084 119
internal_count=3121 2905 216 2883 120 98 43 55 2763 679 654 634 614 108 506 484 464 427 404 382 47 335 314 230 197 52 145 88 2084 119
is_linear=0
shrinkage=0.1


Tree=7307
num_leaves=31
num_cat=0
split_feature=1365 130 130 4 0 2 2 4 1200 16 52 130 2 16 4 2 2 129 1185 394 391 1452 482 1455 1455 1455 158 158 160 160
split_gain=3.70441e-09 3.66279e-09 2.52117e-08 1.64045e-08 1.50923e-08 5.38765e-08 2.74187e-08 1.52666e-08 1.87288e-08 1.33934e-08 1.32071e-08 1.24153e-08 8.5504e-09 2.05404e-08 1.74602e-08 6.75474e-09 1.31121e-08 6.29794e-09 1.30485e-08 7.84182e-09 9.50889e-09 6.20963e-09 5.9351e-09 1.02469e-08 2.13447e-08 8.06299e-09 6.71258e-09 1.39942e-08 6.97933e-09 2.9478e-08
threshold=0.08981500000000002 0.0084900000000000028 0.084355000000000027 -0.088784999999999989 -0.069444999999999993 0.11510000000000002 0.10981000000000002 -0.086849999999999997 0.085780000000000009 -0.081299999999999983 -0.14715499999999998 0.0029050000000000005 0.090425000000000019 -0.097644999999999996 -0.080584999999999976 0.092875000000000013 0.088225000000000012 0.11234000000000001 0.093750000000000014 -0.11103499999999998 -0.085594999999999991 -0.073879999999999987 0.11789500000000001 -0.097209999999999977 -0.072959999999999983 -0.018454999999999996 -0.4686749999999999 -0.25150999999999996 0.081905000000000019 0.043720000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 -4 6 -6 7 -5 9 12 -11 17 14 -14 -9 16 -12 18 19 -1 -21 -22 23 -23 -25 -26 -27 -28 29 -29
right_child=-2 2 3 4 5 -7 -8 8 -10 10 15 -13 13 -15 -16 -17 -18 -19 -20 20 21 22 -24 24 25 26 27 28 -30 -31
leaf_value=1.947602672203175e-06 1.2930441409315048e-06 3.418262733134725e-06 -2.1680162861533369e-06 2.533922646240104e-06 -5.3663887291577345e-06 1.2111863701179435e-06 4.0446751984832412e-06 -1.6195313837333407e-06 -2.903650768928401e-06 -1.006570662317093e-06 2.8537850973655376e-06 -2.4159309568651888e-06 5.3721752616790286e-07 -3.9406568657796023e-06 1.8588388486257886e-06 2.8264335721558151e-06 -3.175860790349816e-07 1.6943245782385931e-06 -2.5889189542738227e-06 -2.2122036546079474e-06 1.4852681526159965e-06 -1.7463674222493437e-06 -1.3716614265638673e-06 2.6986587523299087e-06 -1.9360151720155212e-06 1.382298242279991e-06 -2.3401449193618019e-06 9.1517249879354234e-09 -4.741741723138444e-07 3.1155652662149692e-06
leaf_weight=20 22 24 30 27 20 33 21 27 20 24 22 22 21 20 31 31 32 21 20 20 27 34 33 29 22 34 26 2094 283 31
leaf_count=20 22 24 30 27 20 33 21 27 20 24 22 22 21 20 31 31 32 21 20 20 27 34 33 29 22 34 26 2094 283 31
internal_value=0 -9.17504e-09 2.80333e-07 7.05552e-08 2.7468e-07 -1.27092e-06 5.7148e-07 2.85452e-07 1.91857e-08 3.00228e-07 1.06497e-06 -5.00004e-08 -5.41767e-07 -1.64711e-06 2.39598e-07 1.64988e-06 9.74454e-07 -3.06795e-08 -4.42317e-08 -2.50483e-08 -4.00323e-08 -2.34064e-08 -3.91582e-08 -2.19344e-08 1.34104e-09 -3.00735e-08 -1.30837e-08 -3.25755e-08 -7.65991e-09 5.44688e-08
internal_weight=0 3099 383 359 329 53 276 255 228 208 109 2716 99 41 58 85 54 2694 2673 2653 2633 2613 2586 2553 2519 2490 2468 2434 2408 2125
internal_count=3121 3099 383 359 329 53 276 255 228 208 109 2716 99 41 58 85 54 2694 2673 2653 2633 2613 2586 2553 2519 2490 2468 2434 2408 2125
is_linear=0
shrinkage=0.1


Tree=7308
num_leaves=31
num_cat=0
split_feature=11 2 1210 1210 1210 480 481 481 132 0 394 1447 160 403 474 1456 1456 131 47 1 15 12 47 52 16 0 12 12 480 1213
split_gain=3.51906e-09 3.60234e-09 4.41374e-08 2.66034e-08 2.09903e-08 2.1291e-08 1.0934e-07 4.82444e-08 1.9695e-08 1.38684e-07 8.58364e-08 1.97896e-08 1.94084e-08 1.55452e-08 1.43314e-08 1.61643e-08 1.83446e-08 1.88224e-08 2.46432e-08 1.25042e-07 8.3888e-08 5.08674e-08 4.74762e-08 3.06652e-08 1.87252e-08 2.60746e-08 5.03084e-08 1.94374e-08 1.36181e-08 1.28364e-08
threshold=-0.072629999999999986 0.084755000000000011 -0.14175499999999996 -0.14175499999999996 -0.08126499999999999 0.086995000000000017 -0.086219999999999977 -0.086219999999999977 -0.083284999999999984 -0.082284999999999983 1.0000000180025095e-35 -0.085684999999999997 -0.43215499999999996 -0.5425549999999999 0.088290000000000021 -0.079704999999999984 -0.049894999999999995 0.11793000000000002 0.092165000000000011 0.092695000000000013 -0.10203999999999998 0.094070000000000015 0.085025000000000017 -0.19683499999999995 -0.007794999999999999 -0.080119999999999983 0.085440000000000016 -0.010834999999999999 0.11191000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 7 -7 -6 9 29 11 -10 -13 -5 15 -14 -17 18 22 -20 -21 -22 23 -18 -25 26 -26 -27 -15 -9
right_child=1 3 4 13 5 6 -8 8 10 -11 -12 12 14 28 -16 16 17 -19 19 20 21 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-1.2901408830484366e-06 4.4946213165530938e-06 -2.7235757412396396e-06 -2.6866635313059237e-06 2.5120056179162023e-06 4.209325879097984e-06 -7.3320757657959566e-06 1.3704285881506927e-06 -2.2233692035911193e-06 -2.8756017785878743e-06 8.8030376537062691e-06 -6.4841904946888463e-06 2.7289466227860734e-06 -2.1975209550034309e-06 -8.2726695577089915e-08 -1.6157339341046654e-06 3.3268914785367089e-06 3.9382681393362871e-06 -2.4959516063442307e-06 -7.5487492593943585e-06 4.6970597602260325e-06 -5.7053850224519926e-06 8.0533505107875197e-07 5.4285080886984366e-06 -3.967621986571963e-08 7.0065181807876797e-06 1.986584907496893e-06 1.4886305141613855e-07 -2.315952242714134e-06 1.8796607896042082e-06 9.1447980378492584e-07
leaf_weight=21 23 37 27 24 30 22 42 32 21 20 20 30 26 1998 44 20 24 24 23 33 20 30 20 367 20 21 23 21 36 22
leaf_count=21 23 37 27 24 30 22 42 32 21 20 20 30 26 1998 44 20 24 24 23 33 20 30 20 367 20 21 23 21 36 22
internal_value=0 8.74154e-09 1.64381e-07 -6.59209e-08 6.29601e-08 1.40698e-07 -1.62106e-06 2.67244e-07 1.29889e-07 1.68961e-06 -1.67686e-08 1.51873e-07 2.37097e-07 -1.81399e-08 1.3269e-07 2.4717e-07 3.45563e-07 2.50313e-07 3.59799e-07 -1.02421e-06 7.83799e-07 -1.79895e-06 6.55574e-07 4.55031e-07 2.7008e-07 1.6075e-06 3.33847e-06 -1.64684e-07 -4.79942e-08 -9.44986e-07
internal_weight=0 3100 1005 2095 982 955 64 891 861 74 787 767 746 2058 716 672 646 626 602 106 83 50 496 476 452 85 43 42 2034 54
internal_count=3121 3100 1005 2095 982 955 64 891 861 74 787 767 746 2058 716 672 646 626 602 106 83 50 496 476 452 85 43 42 2034 54
is_linear=0
shrinkage=0.1


Tree=7309
num_leaves=31
num_cat=0
split_feature=1212 1212 1212 1213 12 2 403 43 15 4 42 1200 128 128 132 1 1204 43 1203 401 401 1209 130 402 402 1210 1213 1212 2 1210
split_gain=4.25741e-09 1.73002e-08 1.13728e-08 9.11254e-09 1.30541e-08 3.52076e-08 3.05437e-08 9.91585e-09 1.68629e-08 1.64083e-08 1.10076e-08 6.80598e-09 9.70675e-09 1.44555e-08 5.63533e-09 1.21146e-07 1.02221e-07 2.28771e-08 1.32856e-08 5.81282e-09 1.01044e-08 1.0762e-08 6.36854e-09 9.37989e-09 1.69237e-08 6.53996e-09 5.6673e-08 6.83964e-08 4.69882e-08 3.62351e-08
threshold=0.087575000000000014 0.08815000000000002 0.086920000000000011 -0.075109999999999982 0.089300000000000004 0.087750000000000009 -0.083259999999999987 0.062770000000000006 0.098485000000000017 -0.077834999999999988 0.087075000000000014 0.087860000000000008 0.10979500000000002 0.11876500000000001 -0.083284999999999984 0.089475000000000013 -0.081484999999999988 -0.011244999999999998 0.088520000000000015 0.13274500000000003 0.11769000000000002 -0.093169999999999989 0.11618500000000002 -0.45015499999999992 -0.41103999999999991 -0.00046999999999999993 -0.083944999999999978 -0.064959999999999976 0.085155000000000022 -0.078184999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 4 6 -6 -3 8 9 10 -5 12 14 -14 15 17 -16 -1 19 20 21 -18 23 -23 -25 26 -26 -28 -29 -30
right_child=1 3 -4 7 5 -7 -8 -9 -10 -11 -12 -13 13 -15 16 -17 18 -19 -20 -21 -22 22 -24 24 25 -27 27 28 29 -31
leaf_value=-3.0784836059771397e-06 3.2096166205519697e-06 -3.9320032263796227e-06 -2.0413782041016149e-06 1.8769957408109735e-06 3.7717829660063475e-06 -1.4660143160034007e-06 7.8190838937391372e-07 -7.4822712906473675e-07 -1.3595601736986801e-06 3.955707751174487e-06 -1.0085352812438942e-06 1.5080240572239025e-06 -3.1910769441386343e-06 1.4352484272956859e-08 -7.1633097566348172e-06 6.8413870565109395e-06 -2.3209769597087873e-06 5.3783454436292118e-08 2.5187456858908438e-06 -1.3678608712002789e-06 1.9710321549400061e-06 -1.6086022484608345e-06 1.7853299073067321e-06 2.9144014347082249e-06 5.4289288701035004e-06 -4.4840072537668781e-08 -5.0638174175417035e-06 -1.8721137515361382e-06 1.1670617368508829e-07 5.8799966078974345e-06
leaf_weight=29 20 28 28 39 21 33 27 36 21 25 20 29 24 34 20 26 20 119 21 31 26 36 20 20 21 2250 23 30 20 24
leaf_count=29 20 28 28 39 21 33 27 36 21 25 20 29 24 34 20 26 20 119 21 31 26 36 20 20 21 2250 23 30 20 24
internal_value=0 3.79536e-07 -3.59338e-08 1.53129e-07 -5.33538e-07 5.70907e-07 -1.6179e-06 6.83957e-07 1.17499e-06 1.80863e-06 8.9885e-07 -1.60428e-08 -3.18616e-08 -1.31203e-06 -4.72352e-09 5.45979e-07 -4.21248e-08 -5.59972e-07 1.39034e-08 -6.96203e-09 9.98089e-09 -1.0712e-08 8.19358e-09 -6.46926e-09 1.76835e-08 -6.78202e-09 7.18901e-07 -3.00796e-07 1.1796e-06 3.26032e-06
internal_weight=0 270 2851 250 109 54 55 141 105 84 59 2823 2794 58 2736 174 2562 148 2542 2521 2490 2464 2444 2424 2388 2368 118 97 74 44
internal_count=3121 270 2851 250 109 54 55 141 105 84 59 2823 2794 58 2736 174 2562 148 2542 2521 2490 2464 2444 2424 2388 2368 118 97 74 44
is_linear=0
shrinkage=0.1


Tree=7310
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1204 402 16 1 4 15 0 403 1213 1186 1212 1212 1453 1213 4 3 3 2 13 1453 2 1455 2 16 483 52 12
split_gain=4.88283e-09 1.36712e-08 1.36145e-08 6.21973e-09 9.58227e-09 9.33232e-09 5.38232e-09 7.06389e-09 5.90544e-09 5.66162e-09 7.36251e-09 7.94196e-09 5.08639e-09 6.74937e-09 3.01943e-08 1.63903e-08 8.91541e-09 1.60182e-08 1.67736e-08 9.75756e-09 1.72288e-08 1.51825e-08 7.43139e-09 3.28915e-08 9.59682e-09 1.80776e-08 2.52622e-08 6.33211e-09 1.96039e-08 4.22739e-08
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.079429999999999987 -0.092414999999999983 -0.082404999999999992 0.083135000000000014 0.010840000000000001 0.08517000000000001 -0.09515499999999999 -0.089609999999999981 0.085505000000000012 -0.091099999999999987 0.087505000000000013 0.088215000000000016 -0.15270999999999998 -0.075109999999999982 -0.079329999999999984 -0.089519999999999988 -0.080484999999999987 0.088055000000000008 -0.084319999999999992 -0.079499999999999987 0.08839000000000001 0.098910000000000012 0.11093500000000002 0.0073350000000000004 0.10083000000000002 0.12445000000000002 0.094225000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -3 -6 8 -8 9 -1 -11 -12 -5 15 -15 -14 17 18 -16 20 -18 -21 23 -17 27 26 -26 -24 -29 -30
right_child=1 3 -4 12 5 -7 7 -9 -10 10 11 -13 13 14 16 22 19 -19 -20 21 -22 -23 24 -25 25 -27 -28 28 29 -31
leaf_value=1.0278016536456283e-06 2.5174743438004625e-06 -7.5632385222558127e-07 -2.9440538426683818e-06 -1.5967377660786041e-06 2.9344967835889047e-07 3.1448406469773242e-06 -2.4428811374574173e-06 -2.8939581608466583e-08 1.2104027030248846e-06 8.6954092674442e-07 -4.4434244525096548e-07 -2.8654834312646928e-06 -2.8939463453525608e-06 4.2372179450467232e-06 -7.5235826373153989e-09 3.1264760082194699e-06 4.814323332880122e-07 7.7266561428276461e-07 -4.0043843477005363e-06 1.9154265237375515e-06 3.9748203414546877e-06 -1.5384258663938716e-06 -4.6118478916905042e-08 -1.8652992759433058e-06 -5.0793655630378094e-07 1.5049693408286658e-06 -4.7730420197651604e-06 -2.8106214267609174e-07 -4.5180696067366929e-07 5.7732260088982915e-06
leaf_weight=26 22 22 20 20 22 24 22 27 36 23 42 20 20 20 21 33 48 41 21 20 20 35 2293 22 41 20 21 75 24 20
leaf_count=26 22 22 20 20 22 24 22 27 36 23 42 20 20 20 21 33 48 41 21 20 20 35 2293 22 41 20 21 75 24 20
internal_value=0 3.4105e-08 -4.58709e-07 1.51546e-08 9.6019e-07 1.78113e-06 -2.05102e-07 -1.11275e-06 9.74471e-08 -2.63511e-07 -6.58501e-07 -1.22536e-06 -7.67398e-09 3.69678e-09 5.27621e-07 -4.23939e-08 1.67466e-07 -6.33383e-07 -2.00595e-06 7.07876e-07 1.5089e-06 -2.8248e-07 -2.002e-08 1.12977e-06 -4.53761e-08 -1.10927e-06 -1.95257e-06 -9.20737e-09 7.02029e-07 2.37775e-06
internal_weight=0 2905 216 2883 68 46 196 49 147 111 85 62 2815 2795 226 2569 206 83 42 123 68 55 2549 55 2494 82 62 2412 119 44
internal_count=3121 2905 216 2883 68 46 196 49 147 111 85 62 2815 2795 226 2569 206 83 42 123 68 55 2549 55 2494 82 62 2412 119 44
is_linear=0
shrinkage=0.1


Tree=7311
num_leaves=31
num_cat=0
split_feature=132 394 1203 1 15 3 0 0 133 0 10 0 0 39 16 97 34 40 9 0 2 1 1 13 15 1447 1 480 1374 3
split_gain=3.95505e-09 1.28265e-08 1.10277e-08 4.53898e-09 4.5621e-09 6.29161e-09 4.69957e-09 6.52151e-09 4.71585e-09 4.1828e-09 3.98089e-09 4.75395e-08 4.4631e-08 1.22746e-08 5.90323e-09 4.3679e-09 1.13111e-08 4.78851e-08 1.16078e-08 1.66618e-08 1.38286e-08 4.33237e-09 5.41717e-08 8.60158e-08 5.39264e-08 1.80222e-08 1.55152e-08 1.46553e-08 1.34029e-08 1.1449e-08
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.086455000000000018 0.08517000000000001 -0.083344999999999989 -0.09515499999999999 -0.087414999999999979 -0.015929999999999996 -0.081204999999999986 -0.011559999999999999 -0.10224499999999999 -0.084804999999999978 0.085220000000000004 -0.08231999999999999 -0.085969999999999977 -0.057544999999999992 -0.076644999999999977 0.088235000000000022 1.0000000180025095e-35 -1.0000000180025095e-35 0.094220000000000012 0.092390000000000014 -0.081029999999999977 0.092715000000000006 0.059120000000000013 0.091535000000000019 0.11089500000000001 -1.0000000180025095e-35 -0.011549999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 6 -6 -1 -8 9 -9 11 -2 -13 -14 -15 -12 17 -17 20 -20 -18 22 25 -24 -25 26 27 -22 -23 -30
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11 15 12 13 14 -16 16 18 -19 19 -21 21 28 23 24 -26 -27 -28 -29 29 -31
leaf_value=9.2502147988572967e-07 -4.5305685224169192e-06 2.4361161138131141e-06 -2.6496483917526353e-06 -1.0790223897252169e-06 2.2452029080000102e-06 -2.6310611247026825e-07 -2.0945136332722375e-06 -1.7273241437145599e-06 1.0473964788042909e-06 2.9337159787701242e-07 -1.3667088566649e-06 3.9815989971167743e-06 -2.6493239586216079e-06 1.1828464020406198e-06 -1.1433724921516842e-06 -1.6386558375610811e-06 2.1484207449460764e-06 5.1983718702786068e-06 -3.6141540007184593e-06 4.1885095697580254e-07 5.6263257832360705e-09 2.7257927464623728e-06 -7.9815476417686359e-06 -3.9468127533837102e-06 3.3086951596655605e-06 2.2598742093451724e-06 2.3800248055960293e-06 -2.0324252621624814e-06 5.1790312860638164e-07 -3.1406601594645852e-07
leaf_weight=26 24 22 20 44 20 20 22 21 23 20 22 26 25 24 20 21 31 20 21 20 1771 21 22 20 21 36 27 36 385 290
leaf_count=26 24 22 20 44 20 20 22 21 23 20 22 26 25 24 20 21 31 20 21 20 1771 21 22 20 21 36 27 36 385 290
internal_value=0 3.06918e-08 -4.12838e-07 -1.84592e-07 7.4322e-08 9.91048e-07 -2.5308e-07 -6.09251e-07 -9.86915e-08 -7.41619e-07 1.23362e-08 -5.53986e-07 4.50625e-07 -8.79887e-07 1.25474e-07 3.67183e-08 4.79785e-08 1.69648e-06 2.2955e-08 -1.64683e-06 4.86923e-08 2.39333e-08 -5.3096e-08 -2.93727e-06 -2.30577e-07 4.40712e-08 5.76654e-10 -3.49768e-08 2.37867e-07 1.60465e-07
internal_weight=0 2905 216 196 152 40 112 86 64 41 2883 119 95 69 44 2764 2742 41 2701 41 2660 2629 1933 63 41 1870 1834 1807 696 675
internal_count=3121 2905 216 196 152 40 112 86 64 41 2883 119 95 69 44 2764 2742 41 2701 41 2660 2629 1933 63 41 1870 1834 1807 696 675
is_linear=0
shrinkage=0.1


Tree=7312
num_leaves=31
num_cat=0
split_feature=1366 15 483 3 0 13 142 11 33 12 12 3 12 1375 1 9 1 1429 15 484 1 2 1429 156 51 16 1 52 52 151
split_gain=3.64669e-09 4.63548e-09 1.14864e-08 1.05787e-08 1.2393e-08 9.66137e-09 7.02646e-09 1.59799e-08 1.20348e-08 7.70991e-09 1.95091e-08 4.60193e-08 2.2297e-08 1.58028e-08 1.33956e-08 1.48273e-07 1.22288e-07 2.03276e-08 2.21981e-08 3.03205e-08 3.37277e-08 2.98423e-08 1.47798e-08 2.80715e-08 4.23654e-08 1.45503e-08 4.53227e-08 3.01492e-08 1.93029e-08 2.47615e-08
threshold=-0.087024999999999977 -0.45963999999999994 0.096720000000000014 0.097915000000000016 -0.09515499999999999 -0.076599999999999988 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.078300000000000008 0.083310000000000009 -0.088084999999999983 0.083535000000000012 -0.097394999999999982 0.09253500000000002 0.086220000000000005 0.089875000000000024 -0.026244999999999997 -0.093959999999999988 -0.029994999999999997 0.079415000000000013 0.089605000000000018 0.052280000000000007 0.083635000000000015 -0.093639999999999987 -0.056919999999999991 0.096475000000000019 -1.0000000180025095e-35 -0.080114999999999978 -0.072119999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -3 -8 -9 14 11 -11 -12 -14 16 22 17 -10 -19 -20 -21 -22 23 25 -25 26 -16 -27 -28 -30
right_child=1 6 -4 -5 5 -7 7 8 9 10 12 -13 13 -15 15 -17 -18 18 19 20 21 -23 -24 24 -26 27 28 -29 29 -31
leaf_value=1.2279188010685026e-06 1.7067189756661802e-06 1.7979712021604595e-06 1.4849844349199608e-06 -2.3617584050756508e-06 -2.6266626321103105e-06 -6.3844174447742842e-08 -2.8128509234193192e-06 -2.4210964147641791e-06 -2.601676741278425e-06 1.4711975272901485e-07 3.1049283358658181e-06 -4.9415025154496982e-06 2.113142215541623e-06 -6.0200142674438598e-08 5.1319240344582792e-06 9.0776677257053955e-06 -7.7477092781919067e-06 -9.7057310039485003e-07 -2.1794949088871364e-06 6.7983662105240858e-07 1.7077091167531461e-06 6.8066248409402096e-06 -2.2026021840899733e-06 6.1697028758089799e-06 -3.3916483516804873e-07 -2.0925968671043537e-08 -2.5192382764771539e-06 -4.1212139610603449e-06 -1.0956539125750454e-06 1.336504367100509e-06
leaf_weight=24 22 22 23 37 24 38 20 20 20 52 23 27 34 2092 20 20 20 54 20 72 24 22 23 20 20 97 24 22 64 121
leaf_count=24 22 22 23 37 24 38 20 20 20 52 23 27 34 2092 20 20 20 54 20 72 24 22 23 20 20 97 24 22 64 121
internal_value=0 -9.50949e-09 -5.63532e-07 -9.52919e-07 -3.32359e-07 -1.0559e-06 1.75068e-08 4.14272e-09 2.34969e-08 4.04086e-08 -4.86754e-08 -1.59203e-06 8.06026e-09 -2.5443e-08 3.39774e-07 6.69558e-07 -2.72886e-07 4.32286e-07 7.48324e-07 1.42094e-06 2.03118e-06 4.14632e-06 2.60405e-07 4.06408e-07 2.91527e-06 1.18033e-07 5.84157e-07 -7.78962e-07 1.48964e-07 4.95109e-07
internal_weight=0 3097 144 121 84 62 2953 2931 2911 2891 2228 79 2149 2126 663 431 232 212 192 138 118 46 411 388 40 348 229 119 209 185
internal_count=3121 3097 144 121 84 62 2953 2931 2911 2891 2228 79 2149 2126 663 431 232 212 192 138 118 46 411 388 40 348 229 119 209 185
is_linear=0
shrinkage=0.1


Tree=7313
num_leaves=31
num_cat=0
split_feature=1429 1417 472 1428 474 156 48 48 10 0 9 9 158 131 13 4 133 0 0 0 13 13 0 13 1455 402 482 52 3 43
split_gain=3.99058e-09 8.45101e-09 5.03408e-09 9.21339e-09 5.70734e-09 5.18838e-09 4.12518e-09 5.65795e-09 4.00545e-09 2.82166e-08 1.02085e-08 5.66925e-09 4.07238e-09 5.29052e-09 1.70885e-08 8.95783e-09 8.15975e-09 5.54478e-09 4.0763e-08 2.87429e-08 1.47119e-08 5.09252e-08 2.5949e-08 6.03213e-08 3.15041e-08 2.58461e-08 2.74351e-08 2.65682e-08 4.5097e-08 2.42885e-08
threshold=0.12521000000000002 -0.080324999999999994 -0.38234499999999999 0.10024500000000001 -0.42010499999999995 -0.14064999999999997 -0.22597999999999999 -0.098424999999999985 0.053330000000000009 -0.079829999999999998 0.093320000000000014 0.08925000000000001 -0.47382999999999992 0.11767000000000001 -0.0097949999999999982 -0.064054999999999987 0.5012700000000001 -0.070889999999999995 -0.071719999999999992 -0.070154999999999981 -0.07743499999999999 -0.082574999999999982 -0.067094999999999988 -0.047864999999999991 0.083760000000000015 -0.064959999999999976 0.090355000000000005 0.091275000000000009 -0.053259999999999995 -0.036954999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -8 11 -10 -11 12 -9 17 15 -15 -16 18 -14 -19 21 29 23 -22 25 -24 27 -27 -29 -21
right_child=-2 2 3 -5 5 6 7 8 9 10 -12 -13 13 14 16 -17 -18 19 -20 20 22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=-1.9620559302521463e-06 1.4080148139328232e-06 -1.5381194121541092e-06 1.6438959391962273e-06 2.1028606873923783e-06 -1.5404845746822751e-06 -1.3332429472009847e-06 1.6874535788247158e-06 -1.3835735747610064e-06 -3.6343798895991904e-06 2.0853403081370443e-06 -7.4917156527792235e-07 1.3635146417307684e-06 2.1888805550055605e-08 3.4621281154538033e-06 -2.0512721221166433e-06 6.6853324175946744e-07 5.9900348962680889e-07 -3.8243768937139642e-06 4.4497129420863403e-06 -2.6596295276282981e-06 6.3710259610161301e-08 5.3197422684683089e-06 2.1617075150827177e-06 -6.3633407678579452e-06 3.492603478543574e-06 -3.3355404755823498e-07 3.013519658452424e-06 -6.5732600612455422e-07 -5.9339276181162867e-06 8.640990635310381e-07
leaf_weight=22 20 21 21 21 22 23 20 21 23 24 27 31 2094 24 21 22 26 22 21 27 40 21 38 23 23 261 20 46 25 71
leaf_count=22 20 21 21 21 22 23 20 21 23 24 27 31 2094 24 21 22 26 22 21 27 40 21 38 23 23 261 20 46 25 71
internal_value=0 -9.08021e-09 4.87415e-09 1.54702e-08 1.03653e-09 -1.04025e-08 8.40606e-10 1.11684e-08 -1.92379e-10 -7.26624e-07 5.84716e-07 1.84924e-08 3.84172e-09 1.41553e-08 7.55873e-07 2.12606e-06 -5.85162e-07 -1.10936e-08 6.5853e-08 -2.74857e-07 -1.43614e-07 8.50888e-07 -3.9224e-07 -2.28267e-06 -1.03868e-07 -3.15968e-07 -5.83444e-07 -8.00129e-07 -2.51528e-06 -1.06724e-07
internal_weight=0 3101 3079 3058 3037 3016 2994 2971 2951 74 51 2877 2846 2825 93 46 47 2732 2115 617 595 119 476 63 413 390 352 332 71 98
internal_count=3121 3101 3079 3058 3037 3016 2994 2971 2951 74 51 2877 2846 2825 93 46 47 2732 2115 617 595 119 476 63 413 390 352 332 71 98
is_linear=0
shrinkage=0.1


Tree=7314
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1209 1208 1210 1209 1212 1209 403 4 4 42 401 0 129 1184 52 401 2 401 132 132 1 393 1213 16 403 402 0
split_gain=4.13214e-09 6.24398e-09 5.64834e-09 8.37976e-09 6.27111e-09 9.61754e-09 5.4512e-09 8.7184e-09 6.16547e-09 5.09382e-09 1.09535e-08 1.69842e-08 1.05909e-08 8.33781e-09 7.60937e-09 7.44941e-09 1.6797e-08 6.94957e-09 6.45736e-09 2.59312e-08 1.62759e-08 5.6716e-09 1.43794e-08 8.56175e-09 8.86441e-09 8.26066e-09 4.42826e-08 6.90066e-08 3.56805e-08 9.63195e-09
threshold=0.12461500000000002 0.10837500000000001 0.23460000000000003 0.11155000000000002 0.092250000000000013 -0.089089999999999989 -0.085894999999999985 -0.47386499999999993 -0.067109999999999989 0.088465000000000002 -0.093124999999999986 -0.081984999999999988 0.093505000000000019 0.10718500000000002 -0.097024999999999986 -0.077709999999999987 0.089075000000000015 0.090645000000000017 0.076195000000000013 0.084245000000000014 0.088220000000000007 -0.083449999999999983 -0.076764999999999986 0.089625000000000024 0.10317000000000003 0.04198000000000001 -0.010264999999999998 -0.49218499999999993 0.090045000000000014 -0.077084999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -9 15 -11 -12 13 14 -13 -10 18 -16 21 -20 -21 23 -23 24 -17 28 27 -27 -24 -29
right_child=-2 -3 -4 -5 -6 6 7 8 9 10 11 12 -14 -15 17 16 -18 -19 19 20 -22 22 25 -25 -26 26 -28 29 -30 -31
leaf_value=1.6559950784410052e-06 -1.4327670692182439e-06 1.6507782022571243e-06 -1.3042792185539536e-06 1.7986654431577056e-06 -1.6864964467541459e-06 -1.3525828671845375e-06 -2.078453947333969e-06 1.3171335656320733e-06 -1.60414882875178e-06 -1.5397289916544804e-06 2.586706169547772e-06 1.4928040026197484e-06 1.6835390117588952e-06 -1.7428751635049723e-06 -1.4005228649693891e-06 1.6650756381728743e-07 2.7321870049945574e-06 9.7571962214715319e-07 -3.1734707956587729e-06 -1.5732486418671586e-06 1.6378669282869997e-06 2.6324927646436707e-06 -1.4662482336555522e-09 -2.1105917274629369e-06 -1.9287231211819746e-06 7.0513036587271931e-06 -2.7531278333383486e-06 -2.8427295014893698e-07 -4.2444458303236843e-06 2.2912515100870225e-06
leaf_weight=35 20 23 33 26 22 30 20 36 30 24 39 31 38 28 32 105 22 20 32 27 38 21 2194 30 25 20 27 53 20 20
leaf_count=35 20 23 33 26 22 30 20 36 30 24 39 31 38 28 32 105 22 20 32 27 38 21 2194 30 25 20 27 53 20 20
internal_value=0 9.24337e-09 -3.02281e-09 1.10795e-08 -4.31543e-09 8.03291e-09 -1.144e-08 2.2825e-09 1.65733e-08 2.93656e-10 4.72059e-07 7.28884e-07 2.42608e-07 -2.50684e-07 2.52706e-07 -3.72493e-08 -1.9403e-08 -4.86583e-07 -4.25788e-08 -8.43194e-07 3.04019e-07 -1.17001e-08 2.74423e-08 -5.87828e-07 -2.36421e-07 4.00356e-09 8.12085e-07 1.84715e-06 -3.97949e-08 4.2135e-07
internal_weight=0 3101 3078 3045 3019 2997 2962 2932 2912 2876 212 188 149 111 83 2664 2634 52 2612 97 65 2515 2355 160 130 2334 120 93 2214 73
internal_count=3121 3101 3078 3045 3019 2997 2962 2932 2912 2876 212 188 149 111 83 2664 2634 52 2612 97 65 2515 2355 160 130 2334 120 93 2214 73
is_linear=0
shrinkage=0.1


Tree=7315
num_leaves=31
num_cat=0
split_feature=482 482 42 12 42 13 475 484 4 4 43 123 1365 2 15 15 15 43 1 1 2 15 16 484 133 133 2 40 390 48
split_gain=3.84061e-09 1.66035e-08 1.58595e-08 1.9338e-08 1.16124e-08 1.39059e-08 1.46161e-08 8.23575e-09 7.23465e-09 6.49806e-09 1.16775e-08 6.38332e-09 7.05456e-09 9.07901e-09 7.79315e-09 6.87079e-09 5.3808e-08 6.3632e-08 3.6053e-08 2.45762e-07 1.5051e-07 1.31916e-08 2.77124e-08 1.18089e-08 1.20259e-08 2.29785e-08 1.1008e-08 1.29457e-08 9.87837e-09 9.39518e-09
threshold=0.089605000000000018 0.087425000000000017 0.096450000000000022 0.094225000000000017 0.089245000000000005 -0.082904999999999993 -0.068264999999999978 0.095680000000000015 0.62931500000000018 0.51164000000000009 -0.05647499999999999 -1.0000000180025095e-35 0.084090000000000012 0.094095000000000012 -0.43375999999999998 -0.10203999999999998 -0.096999999999999989 -0.0095349999999999983 0.092695000000000013 0.097290000000000015 0.083585000000000007 -0.094549999999999981 -0.095094999999999985 -0.0032549999999999996 -0.13941499999999998 -0.085499999999999979 0.10699500000000002 -0.045684999999999996 0.088375000000000023 0.094275000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 7 -7 -2 9 11 -11 -1 14 -14 -13 18 17 -17 20 -20 -16 22 -18 -22 -25 -26 -21 -28 -23 -29
right_child=2 -3 -4 -5 -6 6 -8 -9 -10 10 -12 12 13 -15 15 16 21 -19 19 26 23 28 -24 24 25 -27 27 29 -30 -31
leaf_value=-1.7394836996840825e-06 -2.563436050358494e-06 2.7637944041006531e-06 -2.3591206945638989e-06 2.7424780538157477e-06 -2.4001579840842171e-06 3.1818201867801168e-06 -3.3576387497507517e-07 2.1120483211234388e-07 -1.8002923111866538e-06 -2.9275987416936419e-07 2.4101184172355177e-06 -1.3162504253866954e-06 2.4338265920623266e-06 -2.3928351945793716e-07 -8.7004149213498754e-06 4.8421523833515798e-07 4.4630709521698015e-06 -6.5925614217542692e-06 1.1615043332215335e-05 -1.0956126966935441e-06 2.2477289539599424e-06 -3.4114911048144512e-08 -7.381390995912322e-07 1.5528229246578682e-06 -3.4497839443420596e-06 3.0968232399194071e-07 2.7968796778375031e-06 1.4504231894138881e-06 1.8232837827123022e-06 -1.2170776728688058e-06
leaf_weight=21 23 22 35 22 25 21 27 20 22 33 31 45 27 24 20 24 20 27 21 56 31 2266 21 39 21 72 22 23 29 31
leaf_count=21 23 22 35 22 25 21 27 20 22 33 31 45 27 24 20 24 20 27 21 56 31 2266 21 39 21 72 22 23 29 31
internal_value=0 2.68723e-08 -4.57925e-07 2.42626e-08 -4.91261e-07 3.31612e-08 1.20318e-06 -1.27291e-06 6.29389e-09 1.99802e-08 1.01645e-06 -2.47543e-09 1.04643e-08 1.17589e-06 -1.10085e-08 1.05618e-08 -4.9035e-08 -3.26231e-06 4.33947e-07 1.56682e-06 -5.13207e-07 2.11179e-08 1.79904e-06 4.91358e-07 7.8877e-08 -5.39229e-07 -3.17624e-08 7.52127e-07 -1.06445e-08 -8.09199e-08
internal_weight=0 2948 173 138 116 91 48 43 2926 2904 64 2840 2819 51 2768 2723 2387 51 336 153 183 2336 41 163 132 93 132 76 2295 54
internal_count=3121 2948 173 138 116 91 48 43 2926 2904 64 2840 2819 51 2768 2723 2387 51 336 153 183 2336 41 163 132 93 132 76 2295 54
is_linear=0
shrinkage=0.1


Tree=7316
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 402 400 1186 1212 1212 1453 160 4 4 3 42 52 403 1453 42 1455 3 3 46 402 1210 402 133 1 1209
split_gain=3.82448e-09 1.07792e-07 6.168e-08 1.93941e-08 5.01904e-09 8.31094e-09 9.74713e-09 4.67051e-09 4.50166e-09 2.50022e-08 1.26073e-08 8.86717e-09 8.68129e-09 1.91052e-08 1.16276e-08 3.41287e-08 1.45986e-08 8.15328e-09 6.19042e-09 3.07346e-08 8.25001e-09 1.51337e-08 3.08185e-08 6.00905e-09 5.78141e-09 9.95761e-09 8.53459e-09 6.4652e-09 1.48942e-08 1.22421e-08
threshold=-0.083284999999999984 0.089480000000000018 -0.087384999999999977 0.10022000000000002 -0.079429999999999987 -0.092414999999999983 -0.077959999999999988 -0.091099999999999987 0.087505000000000013 0.088215000000000016 -0.15270999999999998 -0.014214999999999998 -0.064054999999999987 -0.07533999999999999 -0.082284999999999983 0.09858500000000002 0.0060650000000000009 -0.083919999999999981 -0.079219999999999985 0.085010000000000016 0.098910000000000012 -0.082484999999999989 -0.074084999999999998 0.10123000000000001 -0.45015499999999992 0.24726500000000004 -0.47355499999999995 0.41553500000000004 0.087135000000000004 0.10819500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 -6 10 -10 -9 -11 13 14 16 -16 -13 -18 19 -12 23 -22 -23 24 26 27 -20 29 -29 -26
right_child=2 -3 4 -5 7 6 -8 8 9 11 18 12 -14 -15 15 -17 17 -19 20 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=1.219267514617069e-08 -5.5646175837864582e-06 7.2152601357326311e-06 -7.29492475929047e-07 -3.2721013792524904e-06 -1.5350811352732308e-06 3.2154860115324048e-06 2.6543655640883424e-07 -2.5400250666507419e-06 3.8020346028133644e-06 -1.5555256597719693e-06 -7.3243705395037299e-07 2.3321583713626556e-06 -1.3296688638757378e-06 3.1157673814819787e-06 -3.7526139953077596e-06 1.5803601427203757e-06 9.6860562085307079e-07 -1.8525923650258847e-06 1.6905939487928251e-07 4.0573597858827358e-06 1.2630526401023548e-06 -4.6228886090441769e-06 2.9674060247738715e-08 1.4463046097392049e-06 -2.5468505230358623e-08 2.0200756567353056e-06 -2.6851745178646529e-06 -3.2526992902148778e-06 3.7712705726824846e-07 2.4595773561486566e-06
leaf_weight=178 20 21 22 20 20 21 24 20 20 28 37 37 26 26 24 24 21 20 22 21 21 24 35 28 2251 24 20 20 26 20
leaf_count=178 20 21 22 20 20 21 24 20 20 28 37 37 26 26 24 24 21 20 22 21 21 24 35 28 2251 24 20 20 26 20
internal_value=0 4.02962e-07 -3.04112e-08 -3.19554e-07 7.99413e-09 8.63386e-07 1.64213e-06 -1.23651e-08 -1.46911e-09 4.26412e-07 -3.91107e-08 9.86819e-08 3.58894e-07 6.47728e-07 1.3845e-07 -1.08613e-06 8.92035e-07 -4.07589e-07 -1.9488e-08 1.0018e-06 -4.32674e-08 -1.04233e-06 -1.86289e-06 -1.01172e-08 -2.723e-08 -6.36691e-09 -1.1901e-06 -2.73572e-08 -1.20106e-06 -3.58347e-09
internal_weight=0 219 2902 198 2882 67 45 2815 2795 226 2569 206 178 152 126 48 78 41 2549 58 2491 80 59 2411 2383 2341 42 2317 46 2271
internal_count=3121 219 2902 198 2882 67 45 2815 2795 226 2569 206 178 152 126 48 78 41 2549 58 2491 80 59 2411 2383 2341 42 2317 46 2271
is_linear=0
shrinkage=0.1


Tree=7317
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1210 1210 130 40 15 51 474 1 0 1 15 1 13 13 15 43 15 0 15 52 15 3 43 15 48 15 0
split_gain=3.87451e-09 4.43356e-09 4.47936e-09 6.32858e-09 4.1585e-09 3.59932e-09 6.49348e-09 3.88265e-09 1.04434e-08 1.16038e-08 1.13124e-08 1.41162e-08 1.3664e-08 9.35633e-09 5.98743e-08 2.54545e-07 1.11212e-07 2.41119e-08 5.22523e-08 1.56391e-08 2.81517e-08 1.48263e-08 3.69079e-08 1.93733e-08 1.37241e-08 1.23889e-08 1.19881e-08 5.51257e-08 1.30138e-08 2.66473e-08
threshold=0.12461500000000002 0.10837500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 -0.22699999999999995 -0.23755499999999996 -0.15914499999999995 -0.10316499999999999 0.09653500000000001 0.13756000000000004 -0.09515499999999999 0.13501500000000002 -0.10203999999999998 0.092695000000000013 -0.0095349999999999983 -0.0044799999999999987 -0.096999999999999989 -0.0095349999999999983 -0.094549999999999981 -0.094654999999999975 -0.092489999999999989 -0.0041199999999999995 -0.091964999999999977 -0.034684999999999994 -0.085474999999999982 -0.088749999999999982 0.088825000000000015 -0.086849999999999997 -0.088544999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 8 -8 10 12 -12 -10 14 16 24 25 18 -15 20 -19 22 -21 -23 -16 -9 27 -25 29 -28
right_child=-2 -3 -4 4 5 6 7 13 9 -11 11 -13 -14 17 15 -17 -18 19 -20 21 -22 23 -24 26 -26 -27 28 -29 -30 -31
leaf_value=1.5646461703839192e-06 -1.3873859433033432e-06 1.3921825227399772e-06 -1.1601920169306886e-06 -1.3720437075128509e-06 -1.1870240797975385e-06 1.6227485830313526e-06 -2.1999767800143337e-06 -1.2427000786356775e-06 -4.2573758656772048e-07 2.0642546132876307e-06 2.3356904264915105e-06 -4.6686442512908824e-07 -3.1671241571729069e-06 1.2647810153181968e-06 8.7077350087838576e-07 1.1425661421071709e-05 -7.4501421420336558e-06 4.3158304224710306e-06 -4.8140874623054374e-06 -3.637536168726536e-06 -8.1405307188475724e-07 2.9972856158234542e-06 1.7762624634087842e-06 1.9004345408764796e-07 -2.5342995925335535e-06 1.2588163166671062e-06 3.6478273320976016e-06 -5.606544701073463e-06 2.0231823600982775e-08 -3.875749548064454e-07
leaf_weight=26 20 23 33 22 25 25 27 26 200 22 32 41 20 26 20 24 20 23 31 34 20 22 20 75 29 83 30 21 2065 36
leaf_count=26 20 23 33 22 25 25 27 26 200 22 32 41 20 26 20 24 20 23 31 34 20 22 20 75 29 83 30 21 2065 36
internal_value=0 8.94861e-09 -1.38744e-09 1.1171e-08 -2.20769e-09 7.84783e-09 1.78989e-08 4.28464e-09 -3.125e-07 -1.50717e-07 -3.17028e-07 7.61653e-07 -6.74955e-07 4.58741e-08 6.99532e-07 2.98817e-06 -5.95591e-07 -9.07341e-09 -2.04127e-06 4.03022e-08 1.92984e-06 5.02213e-09 -1.63243e-06 4.43383e-08 -1.14447e-06 6.62124e-07 1.51669e-08 -1.07796e-06 6.44115e-08 1.4467e-06
internal_weight=0 3101 3078 3045 3019 2997 2972 2947 342 315 293 73 220 2605 202 73 129 2403 57 2346 43 2303 54 2249 49 109 2227 96 2131 66
internal_count=3121 3101 3078 3045 3019 2997 2972 2947 342 315 293 73 220 2605 202 73 129 2403 57 2346 43 2303 54 2249 49 109 2227 96 2131 66
is_linear=0
shrinkage=0.1


Tree=7318
num_leaves=31
num_cat=0
split_feature=1446 1446 42 3 154 157 1416 0 0 0 483 0 0 13 51 1 13 128 11 1426 1 482 10 3 1213 52 3 475 3 16
split_gain=3.69405e-09 5.10401e-09 1.54817e-08 9.83991e-09 5.07641e-09 1.03765e-08 6.00114e-09 4.85019e-09 3.86331e-08 2.63469e-08 1.33096e-08 2.43803e-08 2.44865e-08 5.65358e-08 1.92099e-08 5.55559e-08 2.49998e-08 2.23929e-08 1.28483e-08 2.4507e-08 1.49115e-08 1.26462e-08 2.01246e-08 1.46235e-08 1.87764e-08 2.07627e-08 3.64321e-08 1.74244e-08 3.45707e-08 1.39504e-08
threshold=0.11655500000000001 0.091725000000000015 0.091295000000000015 -0.080409999999999995 0.084190000000000001 0.63604500000000008 0.087590000000000015 -0.070889999999999995 -0.071719999999999992 -0.070154999999999981 -0.097364999999999993 -0.069444999999999993 -0.067094999999999988 -0.048784999999999995 0.067785000000000012 0.10337500000000001 -0.0062949999999999994 0.082695000000000005 0.090070000000000025 -0.052649999999999995 0.10752500000000002 0.090355000000000005 -0.0082499999999999987 0.0041950000000000008 -0.063509999999999997 0.098380000000000009 -0.082334999999999978 -0.024084999999999999 0.099930000000000005 0.51524500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 8 -1 -9 -11 -12 13 -13 17 -16 -17 18 19 -14 -20 22 -21 24 -24 29 -27 -25 -29 -26
right_child=-2 2 -4 -5 -6 -7 -8 9 -10 10 11 12 14 -15 15 16 -18 -19 20 21 -22 -23 23 27 25 26 -28 28 -30 -31
leaf_value=1.4631884541435549e-08 -9.9325478624843918e-07 3.0666694787496769e-06 -8.9021148899145643e-07 3.8755564796352141e-07 1.5389290320215532e-06 -2.2914350290648146e-06 1.6030405949214069e-06 -3.6493604263589738e-06 4.3244371465247931e-06 -2.6159223735822665e-06 2.7775868273175578e-06 7.322314970154437e-07 -3.8417657296205023e-06 -6.2438926225435616e-06 4.5400497489989739e-06 1.148516679191661e-06 -2.6333313355970512e-06 2.7761439646976377e-06 3.1327280523674706e-06 -3.643527195436036e-06 -3.9235503988623221e-07 1.8112745578946488e-06 1.5204400907267967e-06 -1.3042125942774875e-06 -2.7586297482530753e-07 5.0830631550979896e-07 -4.9660302704157207e-06 4.8773077950996097e-06 -2.1010909663613452e-07 -2.941873528718795e-06
leaf_weight=2174 37 29 35 26 21 20 23 22 21 21 29 26 22 21 34 44 29 23 21 20 28 24 33 27 182 20 31 22 34 22
leaf_count=2174 37 29 35 26 21 20 23 22 21 21 29 26 22 21 34 44 29 23 21 20 28 24 33 27 182 20 31 22 34 22
internal_value=0 1.19172e-08 7.53916e-07 1.80018e-06 -1.03874e-08 -2.13311e-08 -5.95623e-09 -1.85866e-08 5.58646e-08 -2.40927e-07 -1.35758e-07 -6.04932e-08 -1.84632e-07 -2.38476e-06 -1.67655e-08 1.20121e-06 -3.53861e-07 -2.72804e-07 -4.17096e-07 -5.89268e-07 1.11839e-06 -4.16846e-07 -5.53611e-07 -3.87038e-07 -7.24078e-07 -1.01455e-06 -2.81923e-06 7.8245e-07 1.78852e-06 -5.63374e-07
internal_weight=0 3084 90 55 2994 2973 2953 2930 2195 735 713 692 663 47 616 107 73 509 486 437 49 415 391 371 288 255 51 83 56 204
internal_count=3121 3084 90 55 2994 2973 2953 2930 2195 735 713 692 663 47 616 107 73 509 486 437 49 415 391 371 288 255 51 83 56 204
is_linear=0
shrinkage=0.1


Tree=7319
num_leaves=31
num_cat=0
split_feature=12 130 1 150 52 14 123 9 9 34 33 41 2 45 3 3 1 43 1 1 2 2 1 52 160 1429 484 16 0 0
split_gain=3.6471e-09 8.70894e-09 4.06787e-09 8.46662e-09 9.29555e-09 1.92934e-08 1.00125e-08 7.86127e-09 8.08544e-09 8.93366e-09 1.32977e-08 7.64661e-09 1.26235e-08 5.07385e-09 6.51772e-09 1.70771e-08 1.85182e-08 1.81792e-08 1.7858e-08 9.61971e-08 5.20882e-08 6.10453e-08 3.68846e-08 6.00273e-08 2.3832e-08 2.2437e-08 2.52165e-08 3.20656e-08 2.03577e-08 1.90383e-08
threshold=0.23631000000000002 -0.22461999999999996 0.13686500000000004 0.094365000000000018 -0.21968999999999997 -0.073394999999999974 0.090420000000000014 0.092890000000000014 0.088235000000000022 -0.08786999999999999 1.0000000180025095e-35 0.086565000000000017 0.09358000000000001 0.094030000000000016 -0.016324999999999996 -0.011549999999999998 0.104035 -0.081374999999999989 0.094220000000000012 0.090475000000000014 0.10644500000000001 0.11215000000000001 0.10781 -0.054584999999999995 0.086870000000000017 -0.026244999999999997 -0.014934999999999999 0.25084500000000004 -0.23091999999999999 -0.075934999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 -6 -7 8 9 -3 11 13 -13 14 -11 16 -16 -17 19 24 22 -22 23 -20 25 -19 -27 -28 -23 -30
right_child=-2 2 3 -5 5 6 -8 -9 -10 10 -12 12 -14 -15 15 17 -18 18 20 -21 21 28 -24 -25 -26 26 27 -29 29 -31
leaf_value=1.79744232403428e-06 -1.2545999988619966e-06 2.0267071874968678e-06 -2.1829417414664932e-06 -2.2761748186523973e-06 2.2327407748434781e-06 -1.4049594008318829e-06 1.036315403742568e-06 1.6305458780152547e-06 -1.7521147338601835e-06 -6.0165854483969729e-08 -2.2473643368287481e-06 2.9725498828393824e-06 1.5054757589754732e-07 -1.3928209388707888e-06 1.7410912164450568e-07 -2.2981435646686678e-06 4.4773857702296031e-06 -2.2730150135430449e-06 -8.6389306488854342e-07 6.9771666441435335e-06 5.0902185101356875e-06 -2.5236514164004933e-06 6.6130029476122833e-07 -8.1161556192368841e-06 -2.3614978939197804e-06 -1.7868263438458597e-06 9.6323757804646578e-07 5.4365051596505511e-06 1.1951523967260384e-06 -2.24590475511377e-06
leaf_weight=27 23 22 20 23 32 56 24 30 26 2242 26 23 51 26 20 28 20 20 25 24 27 28 24 21 30 20 59 22 82 20
leaf_count=27 23 22 20 23 32 56 24 30 26 2242 26 23 51 26 20 28 20 20 25 24 27 28 24 21 30 20 59 22 82 20
internal_value=0 9.30904e-09 -6.41209e-09 -5.05608e-07 -1.97101e-07 1.57514e-07 -6.72577e-07 2.01227e-08 3.38233e-09 1.93414e-08 3.78042e-09 2.45947e-08 1.02766e-06 -2.51507e-09 1.08138e-08 3.49402e-07 2.32575e-06 1.65556e-07 3.37157e-07 1.09625e-06 -2.4805e-07 7.63427e-07 -2.51665e-06 -4.17471e-06 1.61539e-07 7.87085e-07 1.39305e-06 2.1782e-06 -1.35214e-07 5.20435e-07
internal_weight=0 3098 3071 155 132 112 80 2916 2886 2860 2838 2812 74 2738 2712 470 40 430 402 175 227 157 70 46 151 121 101 81 130 102
internal_count=3121 3098 3071 155 132 112 80 2916 2886 2860 2838 2812 74 2738 2712 470 40 430 402 175 227 157 70 46 151 121 101 81 130 102
is_linear=0
shrinkage=0.1


Tree=7320
num_leaves=31
num_cat=0
split_feature=1213 1211 1211 1426 1426 1429 52 475 1429 4 4 2 4 2 4 1447 4 1213 2 2 1429 1 0 15 0 2 52 12 133 13
split_gain=3.59219e-09 6.08166e-09 9.84275e-09 3.43092e-09 5.71317e-09 3.94188e-09 1.42928e-08 3.56124e-08 5.01959e-09 3.63086e-09 3.5009e-08 4.50413e-08 2.36217e-08 4.00314e-08 2.19459e-08 1.78126e-08 3.95131e-08 1.61911e-08 1.94164e-08 3.14306e-08 2.79035e-08 3.074e-08 4.00444e-08 3.60755e-08 1.13744e-08 2.95878e-08 2.03244e-08 1.54058e-08 1.93325e-08 2.43492e-08
threshold=0.51258500000000007 0.12162000000000002 0.11191500000000001 -0.10090499999999998 -0.061919999999999996 -0.060529999999999994 -0.085264999999999994 0.05680000000000001 -0.0091699999999999993 -0.084564999999999987 -0.083644999999999983 0.084755000000000011 -0.082594999999999988 0.084145000000000011 -0.085409999999999986 -0.086359999999999978 -0.085964999999999986 1.0000000180025095e-35 0.095545000000000005 0.092365000000000017 1.0000000180025095e-35 0.10684 0.13134000000000004 0.024640000000000006 -0.087974999999999984 0.082850000000000021 0.08976000000000002 0.087535000000000016 0.0033250000000000003 -0.011914999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -7 14 11 -11 13 -12 15 -10 17 18 19 24 21 22 23 -20 25 -17 27 28 29 -26
right_child=-2 -3 -4 4 5 8 -8 -9 9 10 12 -13 -14 -15 -16 16 -18 -19 20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=1.2621418320469232e-06 1.245107989565559e-06 -1.4261448873753581e-06 1.9807157459581507e-06 -1.309450503667369e-06 4.3399034434514758e-06 -1.5644666350887011e-06 -1.053892928126743e-06 -1.3214731018251769e-06 2.9806945690324941e-06 -6.3631142984377222e-06 5.4586780087057764e-06 -1.9447022858567553e-07 -5.7891091692154261e-08 -3.6275053776922443e-07 2.640720840645372e-06 -1.235777162596955e-06 -3.2076861371761708e-06 2.1946802308849402e-06 6.5313242085692538e-06 -4.325716262769675e-06 -1.4999568203453045e-06 -1.0239416345548376e-06 1.549011805934697e-07 1.1632675420428096e-06 6.1724575154450448e-07 3.5824212327497662e-06 -2.9453309404440617e-06 1.0971038926221865e-06 1.3398393564654856e-06 -3.1813260347411819e-06
leaf_weight=21 23 30 25 34 25 21 28 20 20 20 21 29 2240 27 35 26 37 37 31 20 38 33 40 21 27 25 30 64 28 45
leaf_count=21 23 30 25 34 25 21 28 20 20 20 21 29 2240 27 35 26 37 37 31 20 38 33 40 21 27 25 30 64 28 45
internal_value=0 -9.25116e-09 4.60373e-09 -1.16312e-08 -2.04827e-08 -5.8157e-09 7.19988e-07 1.82374e-06 -2.39919e-08 -1.28136e-08 -6.74968e-08 -2.71228e-06 -1.08558e-08 2.18412e-06 2.1662e-07 5.40846e-08 -6.25134e-08 1.87748e-07 1.42511e-08 -5.13992e-07 8.73051e-07 1.59445e-06 2.53365e-06 4.36346e-06 -2.02831e-07 1.12608e-06 -5.52185e-07 -1.14414e-07 -8.89785e-07 -1.75686e-06
internal_weight=0 3098 3068 3043 3022 2988 73 45 2915 2894 2337 49 2288 48 557 522 502 465 428 265 163 125 92 52 245 51 194 164 100 72
internal_count=3121 3098 3068 3043 3022 2988 73 45 2915 2894 2337 49 2288 48 557 522 502 465 428 265 163 125 92 52 245 51 194 164 100 72
is_linear=0
shrinkage=0.1


Tree=7321
num_leaves=31
num_cat=0
split_feature=1429 1420 1429 1456 1454 475 157 2 157 157 132 1185 1203 133 133 160 1447 1454 43 42 13 13 2 51 1209 50 1371 1374 150 3
split_gain=3.62088e-09 8.71808e-09 5.13391e-09 5.23864e-09 9.43066e-09 4.99601e-09 1.35822e-08 1.26634e-08 9.29219e-09 4.72193e-09 4.47506e-09 2.16114e-08 1.03486e-08 5.08079e-09 5.40623e-08 3.19202e-08 2.20626e-08 2.50618e-08 2.07836e-08 2.22534e-08 2.11398e-08 3.5179e-08 5.58714e-08 1.59692e-08 2.31663e-08 1.84568e-08 1.27338e-08 2.22358e-08 2.58866e-08 1.20333e-08
threshold=0.12521000000000002 -0.086589999999999986 0.11475 0.11253500000000001 0.097395000000000023 -0.24431999999999998 0.11933000000000001 0.097220000000000015 0.099625000000000005 -0.52541999999999989 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.091935000000000003 0.090445000000000011 -0.43215499999999996 0.059120000000000013 0.10518000000000001 0.055925000000000009 0.10502000000000002 -0.086134999999999975 -0.07965499999999999 0.09142500000000002 0.090560000000000015 0.11495000000000001 0.090150000000000022 0.084775000000000017 0.087110000000000007 0.088690000000000005 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 8 -8 9 -7 12 -12 -11 14 16 -15 17 26 20 -20 -17 22 -22 24 25 29 27 -13 -29 -23
right_child=-2 2 -4 4 -6 6 7 -9 -10 10 11 13 -14 15 -16 18 -18 -19 19 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.0392583185942689e-06 1.341203671358926e-06 -1.1153154062890865e-06 1.4323900963972846e-06 -2.6182423344575263e-06 3.4443488165048953e-07 -1.4415332440297459e-06 7.4894656201252017e-08 3.6334556992301265e-06 -1.669623773206254e-06 -1.527824981139834e-07 3.2600000546760082e-06 9.9951778271761809e-08 -2.2792895398774467e-06 -3.7281214005133736e-06 3.949762071897567e-06 2.1365474017542851e-06 -2.6065936479411786e-06 -3.3557455497300127e-06 4.0747336974480125e-06 2.9168093078624225e-07 -3.5745450459770027e-07 -7.4030953163454508e-07 -6.6337823257171024e-06 -2.3270152557112551e-06 2.9451289483754062e-06 -2.5187920175540058e-06 -1.8318033074716699e-06 -1.7845275863237477e-07 4.7924547671259049e-06 7.0028283209041269e-07
leaf_weight=21 20 39 25 21 22 22 20 20 33 191 21 1963 26 25 36 32 31 21 23 48 37 98 23 30 26 30 33 20 22 142
leaf_count=21 20 39 25 21 22 22 20 20 33 191 21 1963 26 25 36 32 31 21 23 48 37 98 23 30 26 30 33 20 22 142
internal_value=0 -8.6538e-09 5.19123e-09 -6.48798e-09 -1.10245e-06 9.15829e-09 2.39092e-08 1.85418e-06 -1.05181e-09 1.79354e-08 2.90919e-08 6.4701e-08 -4.07571e-07 3.92838e-08 1.07496e-07 -2.42856e-07 4.13137e-08 8.11802e-08 -6.46723e-08 1.51718e-06 -3.3336e-07 -5.38119e-07 -2.76338e-06 -1.28561e-07 9.42548e-08 -1.80274e-07 1.16595e-07 1.48663e-07 2.42536e-06 1.12041e-07
internal_weight=0 3101 3080 3055 43 3012 2973 40 2933 2900 2878 2661 217 2640 2126 514 2090 2059 489 71 418 386 60 326 296 270 2038 2005 42 240
internal_count=3121 3101 3080 3055 43 3012 2973 40 2933 2900 2878 2661 217 2640 2126 514 2090 2059 489 71 418 386 60 326 296 270 2038 2005 42 240
is_linear=0
shrinkage=0.1


Tree=7322
num_leaves=31
num_cat=0
split_feature=132 1186 394 1203 47 10 33 47 1366 2 48 1 47 48 484 47 3 130 121 131 131 131 480 481 130 1210 3 1 2 13
split_gain=3.55541e-09 1.05238e-07 5.94503e-08 1.17658e-08 3.61707e-09 4.03498e-08 3.21694e-08 1.22407e-08 8.88739e-09 5.74164e-09 1.79792e-08 1.61187e-08 7.74832e-09 4.89773e-09 6.94828e-09 5.13988e-09 6.64666e-09 4.75308e-09 1.1348e-08 4.4248e-09 6.3933e-09 4.7622e-08 2.31664e-08 7.77286e-08 1.6246e-08 2.88901e-08 1.83787e-08 3.59338e-08 2.50407e-08 9.69626e-09
threshold=-0.083284999999999984 0.0044650000000000011 0.12358500000000001 0.085960000000000023 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.097970000000000015 -0.082814999999999986 0.10402500000000002 0.11247500000000001 0.111945 0.13283000000000003 0.10322500000000003 -0.070679999999999979 0.107145 -0.077104999999999993 -0.22699999999999995 -0.088279999999999983 0.13767000000000004 0.091360000000000011 0.090445000000000011 0.11191000000000002 -0.00058999999999999992 0.08610000000000001 -0.079004999999999978 -0.072894999999999988 0.13820500000000002 0.081685000000000021 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 -6 -2 -7 -8 10 13 -11 -13 14 -9 -16 -17 -10 -19 20 21 22 -20 -24 25 -22 29 28 -28 -27
right_child=2 -3 -4 -5 5 7 8 9 17 11 -12 12 -14 -15 15 16 -18 18 19 -21 24 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-2.2933263635206374e-08 -3.2852743227825461e-06 6.9482586271424853e-06 -5.4625695538135235e-06 -2.2041109937045524e-06 4.6764925036768552e-06 -2.132422937014174e-06 1.8479379176684372e-06 2.1518117148389139e-06 -1.4738429291066331e-06 -2.517611218221506e-06 3.295514865509999e-06 1.7108318802856788e-06 -6.8489292406984195e-07 -1.0199315271717881e-06 1.1329882180261312e-06 -1.2676868649171075e-06 6.568958722856919e-07 2.3749432145336868e-06 -5.7082994362602907e-08 -1.4285378545702605e-06 4.0983863963598804e-06 -4.9147274626193391e-06 6.7798438533372983e-06 -2.0365403850064465e-06 -1.4124879877379882e-06 1.1098487768398021e-06 5.8012003447319415e-06 -1.2185699671573714e-06 1.0300085643228324e-06 -1.0056176305484908e-06
leaf_weight=168 30 22 20 29 20 24 26 20 22 26 21 27 27 28 34 38 34 20 2162 22 24 20 20 20 38 30 22 27 22 78
leaf_count=168 30 22 20 29 20 24 26 20 22 26 21 27 27 28 34 38 34 20 2162 22 24 20 20 20 38 30 22 27 22 78
internal_value=0 3.88537e-07 -2.93134e-08 -3.4402e-07 8.39141e-09 3.37666e-07 -2.97244e-08 2.66388e-08 8.53121e-09 2.29845e-07 5.50674e-07 -4.71969e-07 5.12969e-07 1.76377e-07 4.42224e-07 1.1966e-07 -3.58856e-07 -1.03942e-08 2.45842e-09 -1.6636e-08 -4.02464e-09 -5.70846e-08 -1.29643e-08 2.37165e-06 4.85184e-07 8.40413e-07 4.03589e-07 1.65331e-06 3.4156e-06 -4.17988e-07
internal_weight=0 219 2902 197 2882 299 2583 279 2553 255 175 80 54 154 126 106 72 2527 2505 2485 2463 2222 2202 40 241 203 179 71 44 108
internal_count=3121 219 2902 197 2882 299 2583 279 2553 255 175 80 54 154 126 106 72 2527 2505 2485 2463 2222 2202 40 241 203 179 71 44 108
is_linear=0
shrinkage=0.1


Tree=7323
num_leaves=31
num_cat=0
split_feature=12 4 1 1 40 43 1 0 0 376 376 9 33 1184 14 15 158 3 156 1 49 3 0 13 3 3 13 4 132 399
split_gain=3.77294e-09 8.48457e-09 4.19119e-09 1.39401e-08 1.29117e-08 1.83609e-08 7.80322e-09 6.9052e-09 7.22473e-09 6.54387e-09 6.84096e-09 8.17623e-09 1.55896e-08 6.44913e-09 7.88197e-09 1.9499e-08 1.71246e-08 6.32172e-09 3.63615e-08 3.58455e-08 2.93718e-08 1.83426e-08 1.26349e-08 1.13988e-08 6.63441e-09 2.17162e-08 4.84888e-08 1.97987e-08 1.82623e-08 1.17445e-07
threshold=0.23631000000000002 0.63113500000000011 0.13534000000000004 0.13756000000000004 -0.07632499999999999 -0.063379999999999978 0.13408500000000004 -0.09595999999999999 -0.038659999999999993 0.092115000000000016 0.087010000000000018 0.092235000000000011 -0.0066799999999999993 0.081725000000000006 -0.31455999999999995 -0.46471999999999997 -0.47382999999999992 0.11658 0.083635000000000015 0.10727500000000002 -0.043469999999999995 0.10732000000000001 -0.23811499999999999 -0.17933499999999997 -0.080564999999999984 -0.080104999999999996 -0.072309999999999985 -0.51843499999999987 -0.083284999999999984 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 9 -7 -9 10 11 12 -1 14 15 -14 -16 21 19 -19 -21 22 -18 -24 28 26 -26 -27 29 -25
right_child=-2 -3 3 4 5 7 -8 8 -10 -11 -12 -13 13 -15 16 -17 17 18 -20 20 -22 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=2.4607678474589756e-06 -1.2760463544944525e-06 1.7423474235199266e-06 -2.336588175405103e-06 2.0588348344100876e-06 -3.2312692744085329e-06 -1.3769547335652447e-06 1.9889936618255887e-06 1.8067795927123599e-06 -4.7071597420584185e-07 -1.7519077248705019e-06 1.7764080090707715e-06 -1.6643104278704542e-06 -7.3280643629827646e-07 -1.2442097910831248e-06 -2.9168671144930159e-06 3.6300717968629215e-06 2.5204844587278787e-06 -2.5255723440947094e-06 4.5082877455743506e-06 4.1391920490241324e-06 -4.0285811467453774e-07 -2.4303265974829689e-06 -2.3807794178765109e-06 -2.2110104012711651e-07 2.0496167136033449e-07 -2.7420014385336766e-06 -6.0350668024966583e-06 3.9753079899873391e-09 5.5810975060398185e-08 8.31542967517862e-06
leaf_weight=26 23 28 33 24 20 21 20 30 26 21 22 29 21 41 20 20 20 37 21 24 35 31 20 83 33 27 20 954 1371 20
leaf_count=26 23 28 33 24 20 21 20 30 26 21 22 29 21 41 20 20 20 37 21 24 35 31 20 83 33 27 20 954 1371 20
internal_value=0 9.4833e-09 -6.32132e-09 -5.14753e-07 -1.78895e-08 -5.31718e-07 2.053e-08 1.69464e-07 7.49371e-07 6.93567e-09 1.97829e-08 6.23722e-09 2.33923e-08 7.43328e-10 1.92573e-08 1.39543e-06 -1.51696e-09 2.01103e-08 7.39047e-07 -8.5475e-08 1.44476e-06 -1.25053e-08 1.69109e-08 -2.89586e-09 1.60665e-08 -1.78123e-07 -2.14977e-06 -7.1602e-08 1.52289e-07 1.43648e-06
internal_weight=0 3098 3070 154 121 97 2916 77 56 2896 2875 2853 2824 2798 2757 41 2716 2696 117 96 59 2579 2548 2528 2508 1034 53 981 1474 103
internal_count=3121 3098 3070 154 121 97 2916 77 56 2896 2875 2853 2824 2798 2757 41 2716 2696 117 96 59 2579 2548 2528 2508 1034 53 981 1474 103
is_linear=0
shrinkage=0.1


Tree=7324
num_leaves=31
num_cat=0
split_feature=132 1185 394 50 13 13 2 13 2 42 13 2 42 12 133 43 43 13 16 52 13 1 1 51 16 51 16 0 42 33
split_gain=4.2411e-09 1.97637e-08 9.51617e-09 5.44435e-09 4.30591e-09 1.47913e-08 2.97753e-08 1.75233e-08 2.10819e-08 1.49716e-08 1.27009e-08 4.35459e-08 1.15919e-07 8.05388e-08 5.82722e-08 3.05685e-08 2.05073e-08 1.55414e-08 3.16272e-08 5.56441e-08 1.30755e-08 1.00597e-08 2.32887e-08 9.87193e-09 1.12641e-08 1.40547e-08 1.03112e-08 9.95628e-09 9.1242e-09 8.27565e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.013605000000000001 0.09227500000000001 -0.13710499999999998 -0.097224999999999992 0.092120000000000021 -0.093219999999999983 0.08542000000000001 0.086730000000000015 -0.088319999999999996 0.084755000000000011 0.087505000000000013 0.088245000000000004 -0.020859999999999997 -0.013024999999999998 -0.081374999999999989 -0.087074999999999986 -0.087989999999999985 -0.0015799999999999998 -0.086804999999999979 0.091615000000000016 0.080585000000000004 -0.067899999999999974 -0.073849999999999985 0.091630000000000003 -0.50690499999999983 -0.12333499999999999 0.085465000000000013 0.085305000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 21 6 9 8 28 -6 11 12 15 14 -13 -9 -16 18 -12 -20 -19 22 -3 -23 25 26 -25 -28 -7 -22
right_child=1 4 -4 -5 5 7 -8 10 -10 -11 17 13 -14 -15 16 -17 -18 20 19 -21 29 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-4.6075080364054324e-09 3.088909748579941e-06 -3.3233228870785479e-07 -2.4467951670019486e-06 -1.5308180347043771e-06 1.9069952268973399e-06 -1.7183997067110362e-06 3.9464620456407106e-06 3.5128322656419189e-06 -4.2255038600896589e-06 -1.4603363898723114e-06 1.7649921261408964e-06 -6.3545722439258768e-06 -2.202851426234163e-06 4.2006668584909438e-06 -2.3877878019640738e-06 9.0417091382732919e-06 1.74974278161244e-06 2.3598170021917516e-06 -4.7410148115802243e-07 -6.8586562809969111e-06 3.2493043206725236e-08 2.153837390324043e-06 -4.1557415010001503e-06 1.0482928960949982e-06 -1.8754069810000829e-06 2.399797559471395e-06 -2.3527919742880315e-06 2.4865343155917277e-07 1.2020701291248771e-06 -1.9167869993452769e-06
leaf_weight=174 21 66 21 27 23 23 29 20 21 31 24 23 27 27 23 20 25 24 43 20 2176 20 21 35 32 24 31 28 20 22
leaf_count=174 21 66 21 27 23 23 29 20 21 31 24 23 27 27 23 20 25 24 43 20 2176 20 21 35 32 24 31 28 20 22
internal_value=0 3.2263e-08 -4.21245e-07 -2.09621e-07 9.95951e-09 4.82614e-08 1.3619e-06 5.30151e-09 -1.6284e-06 -2.61026e-08 4.75637e-08 8.95158e-07 2.85991e-06 -4.48089e-07 -2.21593e-06 6.27727e-06 -2.32824e-07 -1.3005e-08 -1.32413e-06 -2.50094e-06 3.83309e-08 -3.8066e-07 -1.25522e-06 6.6911e-08 -2.11346e-07 2.39925e-07 -3.11532e-07 -1.11821e-06 -3.60042e-07 1.29825e-08
internal_weight=0 2899 222 201 2878 2621 83 2538 64 54 2474 165 67 98 71 40 48 2309 87 63 2222 257 87 170 150 118 94 59 43 2198
internal_count=3121 2899 222 201 2878 2621 83 2538 64 54 2474 165 67 98 71 40 48 2309 87 63 2222 257 87 170 150 118 94 59 43 2198
is_linear=0
shrinkage=0.1


Tree=7325
num_leaves=31
num_cat=0
split_feature=46 453 148 447 48 147 150 150 16 403 4 49 13 3 34 34 376 40 13 13 39 9 2 1 2 4 16 4 1456 133
split_gain=3.44864e-09 5.13184e-09 7.20157e-09 8.65742e-09 5.30088e-09 1.39484e-08 4.99551e-09 7.25813e-09 7.19185e-09 1.02887e-08 1.55296e-08 1.5985e-08 7.69742e-09 1.414e-08 6.15567e-09 1.03852e-08 7.46199e-09 1.77383e-08 1.48135e-08 9.17971e-09 8.95635e-09 2.2783e-08 1.26626e-08 6.1747e-09 9.27318e-09 8.04808e-09 2.12239e-08 1.92273e-08 1.87487e-08 2.97464e-08
threshold=0.10987500000000001 0.10071000000000001 -0.10069499999999999 0.094580000000000011 -0.11155999999999998 0.091170000000000015 -0.11226499999999999 -0.094239999999999977 -0.5009849999999999 0.088465000000000002 0.23246000000000003 -0.049039999999999993 -0.082904999999999993 -0.0037349999999999996 -0.08786999999999999 -0.083494999999999986 0.080200000000000007 -0.050459999999999998 -0.0072999999999999992 -0.081434999999999994 -1.0000000180025095e-35 0.092235000000000011 -1.0000000180025095e-35 0.13927000000000003 0.15950500000000004 0.056795000000000005 -0.18708499999999997 0.053925000000000008 0.0058550000000000008 0.090665000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8 9 10 -9 -12 -13 -14 -10 -16 20 18 19 -18 -17 22 -22 25 -25 26 -24 -28 29 -27
right_child=-2 -3 3 -5 5 -7 7 8 14 -11 11 12 13 -15 15 16 17 -19 -20 -21 21 -23 23 24 -26 28 27 -29 -30 -31
leaf_value=1.448826242267387e-06 1.2476004030759215e-06 -1.6055304064366284e-06 -1.2394007827050006e-06 -1.7050263061454037e-06 1.2994482505809144e-06 2.0608390248829284e-06 -1.8290272846983997e-06 -2.681503546891445e-06 1.5098248352631214e-06 1.5204705641735929e-06 2.0977122610268206e-06 9.6921739027619778e-08 -4.7512983730118526e-07 -3.7914139556960435e-06 -1.9319425316805587e-06 1.6700528708391005e-06 1.1701495839133715e-06 -1.7104902906339704e-06 -1.9583639633074875e-07 4.0444740532166183e-06 1.8303432781115254e-06 -2.8002741742213782e-06 -3.1439659623670607e-06 -2.5282326959086278e-06 1.7331132779771806e-07 2.3856133715802683e-07 9.3268471228707654e-09 -2.9625543403839899e-06 -1.4266172869806832e-06 2.8196490798368871e-06
leaf_weight=34 22 20 34 30 29 33 22 37 28 20 22 45 36 20 27 32 20 20 27 25 38 29 22 24 27 194 2081 22 43 58
leaf_count=34 22 20 34 30 29 33 22 37 28 20 22 45 36 20 27 32 20 20 27 25 38 29 22 24 27 194 2081 22 43 58
internal_value=0 -8.85945e-09 1.51191e-09 -1.46486e-08 2.1711e-09 1.63319e-08 -6.55434e-09 -1.95294e-08 -5.78792e-09 -6.17933e-07 -8.85234e-07 -3.44893e-07 -8.76945e-07 -1.65952e-06 3.47664e-08 1.9407e-08 3.9199e-08 9.24103e-07 1.65593e-06 2.767e-06 7.52153e-09 -1.34403e-08 1.87711e-08 -9.088e-09 -1.098e-06 1.38602e-08 -5.40867e-08 -2.17627e-08 5.03308e-07 8.32621e-07
internal_weight=0 3099 3079 3045 3015 2981 2948 2919 2897 180 160 123 101 56 2717 2689 2662 92 72 45 2570 2538 2509 2471 51 2420 2125 2103 295 252
internal_count=3121 3099 3079 3045 3015 2981 2948 2919 2897 180 160 123 101 56 2717 2689 2662 92 72 45 2570 2538 2509 2471 51 2420 2125 2103 295 252
is_linear=0
shrinkage=0.1


Tree=7326
num_leaves=31
num_cat=0
split_feature=132 394 394 50 12 132 15 403 133 0 2 52 16 45 2 2 39 33 1446 1453 483 484 474 474 12 484 12 42 42 42
split_gain=3.36385e-09 1.6452e-08 7.72454e-09 4.48981e-09 3.89865e-09 6.90399e-09 6.76447e-09 4.22031e-09 4.84327e-09 4.40633e-09 3.83838e-09 1.67219e-08 1.36959e-08 1.25876e-08 1.29634e-08 1.19619e-08 1.12787e-08 1.4442e-08 1.0845e-08 1.07507e-08 1.35767e-08 2.84052e-08 1.18652e-08 3.63812e-08 1.55145e-08 1.40493e-08 1.97429e-08 1.41093e-08 7.13249e-08 4.24072e-08
threshold=-0.083174999999999985 0.11233000000000001 0.013605000000000001 0.09227500000000001 0.11527000000000001 -0.44750499999999993 0.085315000000000016 -0.089609999999999981 -0.14717499999999997 -0.086074999999999985 0.10613000000000002 -0.56176499999999996 0.62682500000000008 0.082470000000000016 0.10467500000000002 0.10327000000000001 -1.0000000180025095e-35 -0.009184999999999997 0.111445 1.0000000180025095e-35 -0.095689999999999983 -0.15445499999999998 0.091180000000000011 0.088710000000000011 0.085635000000000003 -0.15445499999999998 0.08598500000000002 0.086950000000000013 0.087505000000000013 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 -1 7 -7 -9 -10 12 -12 13 14 15 16 -2 -18 19 20 21 -19 23 25 -24 26 -22 29 -29 -27
right_child=1 -3 -4 -5 -6 6 -8 8 9 -11 11 -13 -14 -15 -16 -17 17 18 -20 -21 22 -23 24 -25 -26 27 -28 28 -30 -31
leaf_value=-1.7668484538855569e-06 2.2292003736963481e-06 2.8869164572142838e-06 -2.2000997903757838e-06 -1.3842961249321417e-06 1.3151729431726267e-06 8.7786330501179099e-07 1.4301542724600344e-06 3.5181503600748934e-07 -2.423378294803446e-07 -2.1828046656082734e-06 -3.0478667883926395e-06 -1.1265526312046569e-07 2.6778467139365605e-06 2.2800156285711638e-06 -1.783448658315843e-06 1.9751864154926582e-06 -2.1756272856994961e-06 -3.512862701882114e-07 -1.6389191375166873e-06 -1.6965131314517587e-06 4.129286736542781e-06 4.3197377443032997e-06 -3.5591898384268461e-06 3.2974172524648439e-06 -3.220476127863916e-07 -1.3539063747134411e-07 -4.9812384999698294e-08 4.5637589784363578e-06 1.0400410607349949e-07 -4.4760148222908556e-06
leaf_weight=23 23 20 21 27 20 24 30 30 22 25 20 657 20 25 39 32 30 30 38 34 20 23 20 35 57 1052 26 38 637 23
leaf_count=23 23 20 21 27 20 24 30 30 22 25 20 657 20 25 39 32 30 30 38 34 20 23 20 35 57 1052 26 38 637 23
internal_value=0 2.87295e-08 -3.75162e-07 -1.84497e-07 1.67928e-09 -1.68904e-07 1.11651e-07 -2.79984e-07 -6.40871e-07 -1.2745e-06 8.87413e-09 -1.99368e-07 7.28976e-08 4.90209e-08 2.31633e-08 5.64295e-08 2.6995e-08 2.44307e-09 3.45838e-08 6.64601e-08 9.70266e-08 1.67576e-06 5.31729e-08 1.04312e-07 -1.16286e-06 4.20851e-08 1.76719e-06 -3.26048e-09 3.55072e-07 -2.2826e-07
internal_weight=0 2899 222 201 174 154 131 101 77 47 2879 677 2202 2182 2157 2118 2086 2063 2033 1995 1961 53 1908 1831 77 1796 46 1750 675 1075
internal_count=3121 2899 222 201 174 154 131 101 77 47 2879 677 2202 2182 2157 2118 2086 2063 2033 1995 1961 53 1908 1831 77 1796 46 1750 675 1075
is_linear=0
shrinkage=0.1


Tree=7327
num_leaves=31
num_cat=0
split_feature=12 130 403 129 1184 1212 1213 1213 1213 3 402 1212 403 0 52 1209 1213 133 401 1210 1208 403 2 1213 132 43 1186 1211 1 16
split_gain=3.43085e-09 8.1109e-09 3.68075e-09 7.34594e-09 1.39331e-08 7.67502e-09 2.78165e-08 7.78232e-08 3.34135e-08 8.24054e-08 3.57027e-08 1.79236e-08 1.83802e-08 1.25767e-08 1.24465e-08 1.21777e-08 1.19108e-08 1.4436e-08 7.05882e-09 9.11773e-09 8.93314e-09 8.1982e-09 3.67734e-08 1.48244e-08 1.02279e-08 1.51638e-07 1.07376e-07 1.85384e-08 1.61388e-08 1.11272e-08
threshold=0.23631000000000002 -0.22461999999999996 0.072365000000000027 -0.077709999999999987 0.089075000000000015 -0.092474999999999988 -0.088064999999999991 -0.092319999999999985 -0.085284999999999986 -0.086769999999999986 0.13775000000000001 -0.063924999999999996 0.022375000000000003 -0.084384999999999988 0.087555000000000008 -0.084519999999999984 0.13636500000000004 0.11830000000000002 -1.0000000180025095e-35 0.0028200000000000005 0.098500000000000018 -0.5335399999999999 0.084550000000000014 0.099360000000000018 -0.083284999999999984 -0.011694999999999999 0.049580000000000006 0.087635000000000005 0.088975000000000012 -0.090054999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 13 9 -8 11 14 15 -7 -10 -13 18 -18 -17 20 21 22 -20 24 25 -23 27 -26 29 -27
right_child=-2 2 -4 4 -6 6 8 -9 10 -11 -12 12 -14 -15 -16 16 17 -19 19 -21 -22 23 -24 -25 26 28 -28 -29 -30 -31
leaf_value=1.73467284370148e-06 -1.2168395197358737e-06 -1.6261400066374838e-06 3.194111666852214e-07 1.6633448432492934e-06 2.4802826514887372e-06 2.0626642719889786e-06 -1.5524801624234809e-06 -7.1255377482278467e-06 5.3673386730679344e-07 7.4165411422200122e-06 -3.6720072582991433e-06 -2.4812948799990411e-06 -2.5560686669356576e-06 -1.1537527638533757e-06 3.8029863497968109e-06 -1.385985264110595e-06 3.2836172503418006e-06 -3.0654448166734215e-07 -1.5421750417555727e-06 1.4139138834614394e-06 -2.1434914468443368e-06 7.8978114247547639e-06 4.4493067616713238e-06 -2.1186493470662861e-06 -3.5239498855350383e-08 -1.75210450106096e-06 -7.3647058840720094e-06 2.7046369020808926e-06 -2.6032439657522064e-06 6.659348419931812e-07
leaf_weight=27 23 29 312 26 22 20 21 21 28 20 27 20 29 31 20 38 24 21 21 44 20 25 20 34 2025 26 20 25 31 71
leaf_count=27 23 29 312 26 22 20 21 21 28 20 27 20 29 31 20 38 24 21 21 44 20 25 20 34 2025 26 20 25 31 71
internal_value=0 9.02617e-09 -6.14559e-09 -4.2961e-08 -2.61433e-08 -4.65057e-08 -6.30815e-08 -2.00207e-06 -9.59202e-09 2.82265e-06 -5.47933e-08 -1.63728e-08 -5.32109e-08 1.07587e-07 1.89767e-06 -2.37655e-08 -3.66303e-09 1.60821e-06 -3.38856e-08 -1.2133e-08 -3.9202e-08 -2.08879e-08 1.3805e-06 -4.63451e-08 -1.46499e-08 7.74323e-07 -7.29653e-08 -1.82637e-09 -6.16984e-07 1.78006e-08
internal_weight=0 3098 3071 2759 2730 2708 2682 72 2610 41 2569 2542 2494 51 48 2465 2445 45 2400 2362 2318 2298 41 2257 2223 153 2070 2050 128 97
internal_count=3121 3098 3071 2759 2730 2708 2682 72 2610 41 2569 2542 2494 51 48 2465 2445 45 2400 2362 2318 2298 41 2257 2223 153 2070 2050 128 97
is_linear=0
shrinkage=0.1


Tree=7328
num_leaves=31
num_cat=0
split_feature=142 11 34 43 34 133 9 4 2 16 147 147 1426 1426 38 13 13 13 3 13 2 51 51 16 3 13 2 13 13 2
split_gain=3.43993e-09 7.85552e-09 4.17731e-09 1.20879e-08 4.78742e-09 2.04959e-08 1.25632e-08 1.46544e-08 1.17763e-08 4.5042e-08 5.66363e-09 7.87602e-09 5.51742e-09 5.06358e-09 4.47722e-09 5.03632e-09 1.17792e-08 2.49196e-08 1.9451e-08 1.94216e-08 1.33063e-08 1.14374e-08 4.70102e-08 1.01026e-08 8.55382e-09 1.15929e-08 1.1782e-08 8.50157e-09 6.18559e-09 5.68055e-09
threshold=-0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.074974999999999986 -0.057544999999999992 0.086990000000000012 0.091600000000000015 0.50194500000000009 -1.0000000180025095e-35 -0.056919999999999991 0.099730000000000027 0.093875000000000014 -0.094284999999999994 -0.061919999999999996 0.10777500000000002 -0.14179999999999995 -0.097224999999999992 -0.099939999999999987 -0.072199999999999986 -0.093219999999999983 0.086375000000000021 0.095375000000000015 0.081440000000000026 -0.074319999999999983 0.31370500000000007 -0.15714499999999998 0.10855000000000002 -0.092094999999999982 -0.091054999999999983 0.087955000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 8 -8 9 -6 11 12 -10 -14 15 21 17 18 29 20 -18 22 24 -23 25 26 -15 -21 -29 -17
right_child=1 2 4 -5 6 -7 7 -9 10 -11 -12 -13 13 14 -16 16 19 -19 -20 27 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=1.1925961103997908e-06 -1.8921439734950501e-06 3.4332263332485572e-07 3.3689953417322051e-06 -2.8099733663111693e-06 -1.3805916031136198e-06 -7.331437370206412e-07 -3.4153119229259853e-06 2.8585489488364145e-07 1.5461715594503166e-06 4.8836795050471501e-06 1.3470121295481917e-06 -1.7791141685847835e-06 -1.3012073585135418e-06 -1.0062969029907739e-07 1.3943917684114043e-06 3.7850789628744398e-07 -7.0929793476286101e-07 4.0808892939801147e-06 -2.3198381784693215e-06 1.6801095794547901e-06 -3.8047432131601715e-06 2.432646266987087e-06 -5.4286705176309632e-06 -5.9789214387509759e-07 -1.5793259864233948e-06 -1.5306037172334845e-06 2.5768589769975741e-06 -1.4135139910346578e-06 3.1548835916081787e-08 2.6201820264759594e-06
leaf_weight=24 22 31 21 20 24 29 23 20 23 22 31 25 30 42 23 26 41 22 21 31 21 22 20 22 34 26 27 30 2348 20
leaf_count=24 22 31 21 20 24 29 23 20 23 22 31 25 30 42 23 26 41 22 21 31 21 22 20 22 34 26 27 30 2348 20
internal_value=0 -9.24094e-09 4.23024e-09 -8.93264e-07 1.93665e-08 9.89755e-07 3.05202e-09 -1.69384e-06 2.79467e-08 1.61536e-06 2.63606e-09 -1.19665e-08 3.64988e-09 -8.99374e-09 4.9711e-09 -6.63684e-09 3.05006e-08 1.16076e-06 2.01914e-07 -1.02089e-08 -1.75776e-06 -4.99238e-07 -9.17567e-07 9.17377e-07 -2.18171e-07 2.68979e-07 9.47083e-07 3.47674e-08 1.33184e-08 1.35315e-06
internal_weight=0 3097 3075 51 3024 50 2974 43 2931 46 2885 2854 2829 2806 2776 2753 2560 89 67 2471 62 193 149 44 129 95 69 2409 2378 46
internal_count=3121 3097 3075 51 3024 50 2974 43 2931 46 2885 2854 2829 2806 2776 2753 2560 89 67 2471 62 193 149 44 129 95 69 2409 2378 46
is_linear=0
shrinkage=0.1


Tree=7329
num_leaves=31
num_cat=0
split_feature=132 1185 132 12 130 130 1213 0 2 1186 129 1184 393 1185 1201 401 133 42 42 1210 402 15 52 3 402 402 403 133 402 403
split_gain=3.23255e-09 1.48639e-08 9.36234e-09 1.26985e-08 2.93314e-08 1.01514e-08 4.09623e-09 6.97054e-09 7.04898e-09 3.80836e-09 5.18366e-09 8.35105e-09 3.63302e-09 4.52156e-09 3.51091e-09 3.4832e-09 1.77154e-08 1.606e-08 1.80807e-08 7.26869e-09 7.02676e-09 3.35267e-08 4.99673e-08 2.32471e-08 2.11636e-08 2.43738e-08 9.86419e-09 1.03195e-08 4.8041e-08 1.11123e-08
threshold=-0.083174999999999985 -0.083264999999999992 -0.41127499999999995 0.090165000000000009 0.0062100000000000011 0.10923000000000001 -0.0020849999999999996 -0.087319999999999995 0.084655000000000022 0.090275000000000008 -0.077709999999999987 0.084515000000000021 0.090035000000000018 0.08777500000000002 -0.080364999999999978 -0.078179999999999986 0.51114000000000004 0.10306000000000001 0.11839500000000001 0.24726500000000004 -0.088494999999999976 0.085465000000000013 0.088785000000000017 -0.082974999999999979 -0.064959999999999976 -0.025879999999999997 -0.53960999999999981 0.26753000000000005 -0.011165 -0.23323999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 6 -5 -1 -4 -8 -9 10 -3 12 13 14 -12 17 19 -16 -19 20 21 23 -23 -17 -22 -26 -27 28 -28 -30
right_child=1 9 3 4 -6 -7 7 8 -10 -11 11 -13 -14 -15 15 16 -18 18 -20 -21 24 22 -24 -25 25 26 27 -29 29 -31
leaf_value=2.0484251763264185e-06 2.6789579957646008e-06 -1.31185010104673e-06 -1.1691001731641148e-06 -4.7114832776297469e-06 3.5082201369126176e-08 -6.2102693212701919e-07 -7.6190769959794125e-07 2.4607889486105705e-06 -8.1171609522812113e-08 1.0168047296396118e-06 1.0024957746549369e-06 2.0457643699955951e-06 -1.118393467142345e-06 1.1702660299995456e-06 2.4710603020139389e-06 -8.8498896526163735e-07 -2.4984086096459391e-06 -1.885686460086204e-06 1.8153264529081011e-06 1.7192097634695831e-06 3.166352245405809e-06 -4.8221053355389039e-06 1.4436791805394479e-06 3.3721992147785266e-06 -3.0097255906487892e-06 1.7286665430068145e-06 4.7754124688297111e-06 -1.6691997513829405e-06 -2.0460518440072688e-06 -5.384237579001605e-09
leaf_weight=29 21 30 29 23 30 28 39 20 24 37 34 20 29 33 30 29 29 33 22 24 21 35 20 23 27 33 21 37 27 2284
leaf_count=29 21 30 29 23 30 28 39 20 24 37 34 20 29 33 30 29 29 33 22 24 21 35 20 23 27 33 21 37 27 2284
internal_value=0 2.81522e-08 -3.67778e-07 -7.49468e-07 -2.02475e-06 7.37115e-07 -1.45988e-07 2.11485e-07 1.07427e-06 8.81e-09 -4.3177e-09 9.63675e-09 -4.95392e-09 6.7368e-09 -7.333e-09 -2.0073e-08 -4.05892e-08 6.09898e-07 -4.05281e-07 -1.29733e-08 -2.92316e-08 -8.22469e-07 -2.54364e-06 9.97998e-07 5.41187e-09 -2.19161e-08 1.16687e-08 -1.22489e-08 1.40406e-08 -2.92259e-08
internal_weight=0 2899 222 165 53 57 112 83 44 2878 2841 2811 2791 2762 2729 2695 2610 85 55 2581 2557 107 55 52 2450 2429 2402 2369 2332 2311
internal_count=3121 2899 222 165 53 57 112 83 44 2878 2841 2811 2791 2762 2729 2695 2610 85 55 2581 2557 107 55 52 2450 2429 2402 2369 2332 2311
is_linear=0
shrinkage=0.1


Tree=7330
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1213 12 1204 1212 400 52 1213 160 4 3 403 2 2 402 1209 401 1210 403 1212 1212 16 1212 402 403 401 394
split_gain=3.44165e-09 1.04163e-07 6.49834e-08 1.03825e-08 4.96505e-09 6.08451e-09 4.15822e-09 1.69303e-08 1.75192e-08 5.18132e-09 4.20487e-09 3.65105e-08 2.60597e-08 2.04969e-08 1.88022e-08 1.64514e-08 1.90297e-08 1.49473e-08 1.20597e-08 1.23442e-08 1.1372e-08 1.67776e-08 8.53649e-09 5.44995e-08 2.04099e-08 1.15097e-08 9.76496e-09 2.51781e-08 5.76595e-09 1.50256e-08
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.087530000000000011 0.11472500000000001 -0.016569999999999994 0.087505000000000013 -0.080619999999999983 0.084735000000000019 0.04198000000000001 -0.025879999999999997 -0.084134999999999988 -0.083654999999999993 -0.54856499999999986 0.091895000000000018 0.085855000000000015 -0.038594999999999997 -0.092099999999999987 0.12053500000000002 -0.13847499999999999 -0.53255499999999989 -0.073259999999999978 -0.092474999999999988 -0.091114999999999988 -1.0000000180025095e-35 -0.45015499999999992 -0.42244999999999994 0.10632500000000002 -0.10499499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 7 8 -4 -10 14 -12 -13 -14 17 16 -15 -8 -16 20 -20 -22 23 24 -23 -24 -27 -28 29 -29
right_child=2 -3 6 -5 -6 -7 10 -9 9 -11 11 12 13 15 18 -17 -18 -19 19 -21 21 22 25 -25 -26 26 27 28 -30 -31
leaf_value=-5.2274934072429727e-07 -5.4430824072617483e-06 7.0789309704975637e-06 4.0465240533649196e-06 -2.4882795264602468e-06 1.3991947244562653e-06 1.2697557529215622e-06 -3.0328389119036036e-07 -1.284938809931191e-06 1.5876226617213737e-06 -6.0838208975672558e-07 4.089649321296444e-06 -2.6454413506016297e-06 3.1793097808948311e-06 7.8395820778275219e-07 2.1346319534551676e-06 1.9125430795459885e-06 -2.4244445141544259e-06 -4.1231513887396436e-06 2.2078374137851393e-06 -2.0133257180532383e-06 -2.7753177739630145e-06 3.160827314526874e-06 1.8094828065942342e-06 -4.8213169892418453e-06 -6.283211942333238e-07 -2.042623404834202e-06 2.7292766891578678e-06 -2.4666141898705973e-06 1.5295509911084083e-06 -1.3119418911121272e-09
leaf_weight=136 22 21 20 20 20 22 21 30 21 22 24 32 24 36 26 30 38 20 23 31 22 21 36 26 44 23 34 25 24 2227
leaf_count=136 22 21 20 20 20 22 21 30 21 22 24 32 24 36 26 30 38 20 23 31 22 21 36 26 44 23 34 25 24 2227
internal_value=0 3.82267e-07 -2.88438e-08 -3.27985e-07 -8.5255e-08 -2.7316e-07 1.25149e-08 6.70301e-07 1.60137e-06 4.64085e-07 -9.43487e-09 4.52559e-07 -9.3005e-08 5.45104e-07 -4.20921e-08 -6.27895e-08 -8.636e-07 -2.16663e-06 -8.09281e-09 -3.00608e-08 -5.51741e-09 -2.60279e-08 -1.4408e-09 -9.51901e-07 5.95865e-07 3.50691e-08 7.68849e-09 2.81028e-08 -1.22486e-08 -2.86799e-08
internal_weight=0 219 2902 198 178 158 2880 93 63 43 2787 184 160 128 2603 104 74 41 2562 2536 2505 2482 2460 91 65 2369 2333 2310 2276 2252
internal_count=3121 219 2902 198 178 158 2880 93 63 43 2787 184 160 128 2603 104 74 41 2562 2536 2505 2482 2460 91 65 2369 2333 2310 2276 2252
is_linear=0
shrinkage=0.1


Tree=7331
num_leaves=31
num_cat=0
split_feature=402 402 401 1212 1212 1210 1212 1209 401 401 403 15 2 2 13 42 129 401 401 15 43 457 4 4 15 484 0 2 48 4
split_gain=3.46516e-09 6.37926e-09 4.77684e-09 4.35278e-09 1.33036e-08 3.12772e-08 7.45474e-09 8.67856e-09 5.87348e-09 7.05264e-09 4.24507e-09 1.49767e-08 1.45875e-08 1.88248e-08 2.73382e-08 1.95878e-08 7.72804e-09 1.05354e-08 1.06754e-08 1.74764e-08 5.29013e-09 1.33364e-08 1.24459e-08 2.15662e-08 2.22119e-08 2.68812e-08 3.51042e-08 1.86636e-08 1.56686e-08 1.16418e-08
threshold=0.31278000000000006 0.15960500000000002 0.13571500000000003 -0.09386499999999999 -0.088629999999999987 -0.12043 -0.063924999999999996 -0.067109999999999989 0.076195000000000013 0.11370000000000001 0.088465000000000002 0.090455000000000021 0.10584500000000001 0.089125000000000024 -0.0065549999999999992 0.084535000000000013 -0.077709999999999987 0.091505000000000017 0.076195000000000013 0.083195000000000005 -0.086304999999999979 0.085360000000000005 -0.0096849999999999974 -0.0082299999999999995 -0.016799999999999995 0.090535000000000018 -0.067624999999999977 0.10882500000000002 0.095205000000000012 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 -6 7 -7 -1 -10 16 12 13 14 15 -12 -8 18 20 -20 21 22 28 -24 25 26 27 -25 29 -18
right_child=-2 -3 -4 4 5 6 10 -9 9 -11 11 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=1.4284412040350171e-07 1.2802304852465613e-06 -1.7888501542984158e-06 1.4386430816260975e-06 2.4637276179749861e-06 -3.3924121402782883e-06 2.8571145571731906e-06 -1.6757189460544657e-06 3.6592469617365471e-08 -2.7042766265841912e-06 -3.409819895645277e-07 3.8233851875226077e-06 -1.9953465295787152e-06 -1.2318858470852893e-06 3.5068837784516897e-06 -1.4110082465896613e-06 -2.4457290805912638e-07 6.1207058469189436e-07 1.6699951616119138e-06 -2.9051624474973892e-06 8.0745099651158811e-07 -7.3377313789015591e-08 2.1671006321152424e-06 -3.484437240244699e-06 7.7224682740213792e-07 -2.7534717682337269e-06 -2.9814019897111437e-06 3.702527802078514e-06 -2.2479072072201236e-06 -1.4174405344290011e-06 2.8440168153364401e-06
leaf_weight=47 21 20 23 22 27 20 28 24 23 28 29 21 27 30 38 20 231 37 32 21 2050 35 21 76 27 21 33 28 35 26
leaf_count=47 21 20 23 22 27 20 28 24 23 28 29 21 27 30 38 20 231 37 32 21 2050 35 21 76 27 21 33 28 35 26
internal_value=0 -8.66663e-09 2.893e-09 -7.90918e-09 1.38066e-08 -4.54483e-09 2.6889e-08 1.31865e-06 -6.63594e-07 -1.40678e-06 7.05738e-09 4.99465e-07 8.63292e-07 1.34679e-06 6.01936e-07 2.16299e-06 -2.30231e-08 -5.71086e-09 -2.92318e-08 -1.43413e-06 -4.05046e-10 2.80258e-07 1.47648e-07 -4.47542e-07 -1.02813e-07 3.50148e-07 8.60823e-07 -4.08716e-08 5.67542e-07 8.37871e-07
internal_weight=0 3100 3080 3057 2959 2937 2910 44 98 51 2866 165 144 117 87 49 2701 2673 2636 53 2583 533 498 206 185 158 137 104 292 257
internal_count=3121 3100 3080 3057 2959 2937 2910 44 98 51 2866 165 144 117 87 49 2701 2673 2636 53 2583 533 498 206 185 158 137 104 292 257
is_linear=0
shrinkage=0.1


Tree=7332
num_leaves=31
num_cat=0
split_feature=132 1185 1203 132 132 399 16 13 133 133 1375 133 457 4 1212 1 52 158 4 484 42 2 13 159 157 51 1212 13 401 0
split_gain=3.30482e-09 1.74397e-08 9.71205e-09 4.36796e-09 1.06514e-08 6.30503e-09 3.73482e-09 3.13066e-09 2.53467e-08 3.53894e-08 1.62556e-08 1.4452e-08 1.63721e-08 1.45133e-08 3.11332e-08 4.18197e-08 2.68232e-08 2.55854e-08 6.35684e-08 2.30327e-08 3.24258e-08 5.47793e-08 3.19006e-08 4.36457e-08 5.7475e-08 4.61513e-08 2.44315e-08 3.97805e-08 3.78001e-08 2.22504e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.41127499999999995 -0.44750499999999993 0.085965000000000014 -0.077879999999999991 -0.084034999999999985 0.11524500000000001 0.10622000000000002 0.08456000000000001 0.092845000000000011 -0.094424999999999995 -0.081714999999999996 0.086920000000000011 0.077565000000000009 0.085815000000000016 0.10874500000000002 -0.080744999999999997 0.086135000000000017 0.083715000000000026 0.087675000000000017 -0.087324999999999986 -0.092414999999999983 -0.086244999999999988 -0.017619999999999997 -0.089544999999999986 -0.093219999999999983 0.11061500000000002 -0.087794999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 -7 8 9 10 11 12 -3 14 15 16 -14 18 -15 22 -21 -22 26 -24 -25 -26 27 -20 -28 -27
right_child=1 7 -4 5 -6 6 -8 -9 -10 -11 -12 -13 13 17 -16 -17 -18 -19 19 20 21 -23 23 24 25 29 28 -29 -30 -31
leaf_value=-4.3812620681231187e-07 2.8997906286219535e-06 2.6399576131552751e-06 -2.1493764220563378e-06 -1.6527946069544441e-06 2.4702161726963825e-06 -3.8392870191087411e-07 9.8955130519803237e-07 7.8103696099158711e-08 -3.5801767721533821e-06 3.8955283467988591e-06 1.8286824870418244e-06 -2.5808304660411244e-06 1.4076408574293879e-06 -4.9855564039687801e-06 -1.8353936725896562e-06 -3.738226793544804e-07 6.4041758853570414e-06 2.6917521306586427e-06 -7.1257101978972066e-07 -1.3068508781261148e-06 6.824689767199743e-06 2.2914451780225672e-07 1.8847598685169942e-06 -7.3194735209240626e-06 1.9369705582378697e-06 -9.8666787419554978e-07 -1.3493794548025275e-07 5.2471521961533224e-06 -4.5207504082814662e-06 -4.7086612495503587e-06
leaf_weight=34 21 20 27 32 20 83 26 1974 21 22 39 26 21 31 34 46 22 25 24 33 20 34 25 22 26 29 306 21 21 36
leaf_count=34 21 20 27 32 20 83 26 1974 21 22 39 26 21 31 34 46 22 25 24 33 20 34 25 22 26 29 306 21 21 36
internal_value=0 2.84747e-08 -3.71857e-07 -1.25739e-07 6.39038e-07 -4.18632e-07 -5.63096e-08 7.52343e-09 -1.46598e-07 -6.49383e-08 -1.66135e-07 -2.6078e-07 -1.84999e-07 -2.57807e-07 7.38643e-07 1.72198e-06 3.96401e-06 -4.455e-07 -5.70391e-07 -3.41127e-07 1.16274e-06 2.67194e-06 -5.9767e-07 -1.89618e-06 -2.73268e-06 -1.62378e-06 -1.15963e-07 2.06863e-06 -4.16596e-07 -3.04808e-06
internal_weight=0 2899 222 195 54 141 109 2878 904 883 861 822 796 776 123 89 43 653 628 597 87 54 510 138 113 91 372 45 327 65
internal_count=3121 2899 222 195 54 141 109 2878 904 883 861 822 796 776 123 89 43 653 628 597 87 54 510 138 113 91 372 45 327 65
is_linear=0
shrinkage=0.1


Tree=7333
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1213 3 2 4 4 133 402 402 1208 42 159 52 15 16 13 3 2 401 12 133 402 41 33 1210 1209 133
split_gain=3.37328e-09 1.0411e-07 5.97112e-08 1.33666e-08 3.98355e-09 4.71833e-09 1.1041e-08 4.99635e-09 8.17586e-09 3.85583e-09 3.25782e-09 5.1505e-09 3.55091e-09 4.0901e-09 1.07966e-08 1.49901e-08 3.37832e-08 2.13228e-08 3.72943e-08 2.49217e-08 7.40191e-09 5.23124e-09 3.54853e-08 8.26105e-09 9.85602e-09 4.96488e-09 1.71522e-08 4.68607e-09 6.90499e-09 9.04061e-09
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.087530000000000011 -0.067429999999999976 0.10252500000000002 -0.00059999999999999995 -0.069999999999999993 -0.015164999999999998 0.31278000000000006 0.15960500000000002 0.11531000000000001 0.11326500000000002 0.11084000000000001 0.10611000000000001 0.096055000000000015 -0.080344999999999986 -0.049279999999999997 -0.07908999999999998 0.10327000000000001 -1.0000000180025095e-35 0.097325000000000009 0.41553500000000004 -0.52461999999999986 0.088520000000000015 -0.0066799999999999993 1.0000000180025095e-35 -0.087714999999999987 0.14779000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 7 -7 8 9 -1 11 12 13 21 15 17 -17 18 -15 -19 -21 22 -4 25 -25 26 -23 28 -28 -30
right_child=2 -3 10 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 14 -16 16 -18 19 -20 20 -22 23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-1.5137468906800678e-06 -5.2185119081762181e-06 7.2560255046028035e-06 -4.201784627184679e-06 -2.764613464023569e-06 1.2913168399109056e-06 2.4035902515606723e-06 -8.4281942608041324e-07 -1.8535960970953256e-06 1.0587190374382538e-06 1.2672214878599019e-07 1.25207329152285e-06 -1.5971584161889041e-06 -1.1500391897593197e-06 1.1164956096512596e-06 -1.7513778925604128e-06 5.3447692616259703e-06 -1.6929574962887273e-07 4.2649406805139734e-06 -4.0992541486800217e-06 -6.687363929514552e-07 1.520957849921755e-06 2.3403963936171724e-06 1.5015684425634391e-06 -1.3503872132503147e-07 3.0043907486287935e-06 -1.1965045902278301e-06 1.5799977522537694e-06 -1.1924553645900125e-06 5.5010686565748553e-09 -1.147906759959889e-06
leaf_weight=38 22 20 20 20 20 20 22 23 33 23 21 20 26 29 20 20 25 20 26 38 26 31 24 20 20 35 27 34 2328 70
leaf_count=38 22 20 20 20 20 20 22 23 33 23 21 20 26 29 20 20 25 20 26 38 26 31 24 20 20 35 27 34 2328 70
internal_value=0 3.78455e-07 -2.85527e-08 -3.12758e-07 -3.8808e-08 -2.06119e-07 7.0309e-07 -5.32502e-07 -2.09256e-07 -8.95209e-07 1.10928e-08 1.97756e-09 1.3243e-08 2.3995e-08 4.5522e-07 6.95068e-07 2.2814e-06 1.81507e-07 -1.34913e-06 1.18371e-06 2.20827e-07 -9.72285e-09 -1.09086e-06 8.82306e-09 1.43468e-06 -1.37647e-08 2.86014e-09 -2.66086e-08 -1.02627e-08 -2.81681e-08
internal_weight=0 219 2902 199 179 159 42 117 94 61 2880 2859 2839 2813 204 184 45 139 55 84 64 2609 44 2565 40 2525 2490 2459 2425 2398
internal_count=3121 219 2902 199 179 159 42 117 94 61 2880 2859 2839 2813 204 184 45 139 55 84 64 2609 44 2565 40 2525 2490 2459 2425 2398
is_linear=0
shrinkage=0.1


Tree=7334
num_leaves=31
num_cat=0
split_feature=130 40 4 33 11 33 9 4 96 9 15 4 4 0 15 402 1447 1447 0 16 130 4 42 3 42 42 402 43 4 1210
split_gain=3.34019e-09 7.20191e-09 5.83372e-09 4.10687e-09 9.66272e-09 6.59767e-09 6.27241e-09 6.32322e-09 5.7223e-09 7.82081e-09 7.05722e-08 5.11376e-09 7.19459e-09 5.68148e-09 5.212e-09 4.35689e-09 2.72916e-08 2.17628e-08 1.41298e-08 3.05642e-08 1.89741e-08 2.48626e-08 4.78597e-08 3.18253e-08 3.9626e-08 3.9402e-08 9.61949e-09 8.62351e-09 7.86058e-09 7.76567e-09
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 0.085305000000000006 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 0.42642000000000008 0.087655000000000025 -1.0000000180025095e-35 -0.10203999999999998 0.51303500000000013 0.50822500000000004 -0.071719999999999992 -0.43375999999999998 0.083170000000000008 -0.085684999999999997 -0.075484999999999983 -0.10836499999999999 -0.095964999999999981 -0.004729999999999999 -0.080924999999999983 -0.021469999999999996 -0.078724999999999976 0.088060000000000013 0.086950000000000013 0.020685000000000005 -0.041049999999999996 -0.085964999999999986 -0.099939999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 8 -8 9 10 -7 12 14 -13 -11 26 -17 -18 -19 -20 -21 22 28 25 -25 27 29 -23 -22 -16
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leaf_value=1.2006461830700889e-06 -1.9003976547082858e-06 2.0912317092386898e-06 1.4149974767743234e-06 -1.029645052487747e-06 -1.5982418674936457e-06 5.449686113934149e-06 2.4420729611544331e-06 -1.1926008320577759e-08 -1.7014347531585371e-06 -1.3545179093665052e-06 -2.7485854854516913e-06 -1.0427971233184508e-07 1.7550228637011732e-06 -2.280186332167692e-06 -1.8605390837562838e-06 3.9111019424353802e-06 -3.0904935658782052e-06 -1.7081821635744541e-06 4.3080361501779406e-06 -2.4913162991671689e-06 1.1865833533604365e-06 1.4344953223415014e-06 4.8656295837535069e-06 4.2989781099273774e-06 -6.3180608613140232e-07 -5.1288649729031028e-06 -1.8338403610111225e-06 -1.0284955191185543e-06 -1.5182495892738438e-06 -1.4113963871830905e-08
leaf_weight=23 20 22 29 39 26 21 21 21 20 29 21 28 23 21 23 20 20 31 20 23 21 21 33 28 39 22 30 44 22 2360
leaf_count=23 20 22 29 39 26 21 21 21 20 29 21 28 23 21 23 20 20 31 20 23 21 21 33 28 39 22 30 44 22 2360
internal_value=0 -8.91435e-09 3.37599e-09 -1.00504e-08 3.16031e-09 -1.22137e-08 1.70821e-09 1.21507e-06 -1.57443e-08 -4.11885e-09 1.35055e-06 -2.40265e-08 -6.35957e-09 -1.03681e-06 -2.09008e-08 -6.87288e-09 3.2607e-07 1.04772e-07 3.14986e-07 5.44723e-07 2.47228e-07 5.21083e-07 2.00109e-06 -2.09308e-07 1.42882e-06 -1.47086e-06 -5.43376e-08 -2.3276e-07 -1.97285e-07 -3.19351e-08
internal_weight=0 3098 3078 3049 3010 2988 2962 42 2920 2900 42 2858 2809 49 2786 2757 344 324 304 273 253 230 76 154 67 87 2413 65 43 2383
internal_count=3121 3098 3078 3049 3010 2988 2962 42 2920 2900 42 2858 2809 49 2786 2757 344 324 304 273 253 230 76 154 67 87 2413 65 43 2383
is_linear=0
shrinkage=0.1


Tree=7335
num_leaves=31
num_cat=0
split_feature=40 130 42 376 123 123 123 40 124 15 33 151 42 42 49 16 457 1429 1 1 160 151 13 33 151 1373 151 457 484 484
split_gain=3.30563e-09 1.01899e-08 7.70815e-09 4.07188e-09 3.98955e-09 5.92835e-09 8.36825e-09 1.40376e-08 1.47885e-08 7.91703e-09 5.79549e-09 6.431e-09 1.67009e-08 4.44774e-08 4.83224e-08 3.73558e-08 3.51274e-08 2.84621e-08 1.16401e-08 1.41427e-08 1.33243e-08 9.61602e-09 1.37349e-08 9.03569e-09 8.4997e-09 6.5818e-09 1.96313e-08 1.84758e-08 6.50567e-09 1.13619e-08
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.098069999999999977 0.11679000000000002 0.08592000000000001 0.087755000000000014 -0.07632499999999999 -0.080874999999999989 -0.10324499999999999 -0.0066799999999999993 -0.085134999999999975 0.083715000000000026 0.083995000000000014 0.11236 -0.008069999999999999 1.0000000180025095e-35 0.083595000000000017 0.10612500000000001 0.11374000000000002 0.087570000000000023 -0.10737499999999998 -1.0000000180025095e-35 0.085305000000000006 -0.083919999999999981 1.0000000180025095e-35 -0.0096649999999999982 0.31508000000000008 -0.093244999999999981 -0.14735999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 10 -7 8 -8 -9 -5 12 17 -14 15 16 -15 18 20 -20 21 -12 -23 24 -13 27 -27 28 29 -26
right_child=1 2 -4 4 -6 6 7 9 -10 -11 11 23 13 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=1.2814944261663186e-06 -2.1527653168298207e-06 -1.1117600013394071e-06 1.7921917086975252e-06 1.3826898412521734e-06 1.0986049057299335e-06 -2.2008290118589813e-06 -5.1535180871822482e-07 -3.1028870576221833e-06 2.7136794350870174e-06 -2.891645458547032e-07 5.6421958582913729e-07 -1.7237813577155287e-06 4.9073382628935009e-06 9.2109583533783739e-07 -2.8070340986783834e-06 -9.1200144832578981e-07 6.7769495922220825e-06 -3.6648159325956109e-06 3.6017975105551162e-06 -1.1384612272585011e-07 1.3366375355872153e-06 -1.9171573740095484e-07 -3.853397264005513e-06 -1.7394505140410113e-06 1.9445879815099669e-07 -8.4618919651763033e-07 3.3321694734860848e-06 -2.6754093979137067e-06 -3.5957155034131261e-08 2.392109550915696e-06
leaf_weight=20 22 33 24 31 33 28 37 20 23 20 21 29 27 21 33 29 20 21 20 21 32 20 21 31 109 23 22 26 2274 30
leaf_count=20 22 33 24 31 33 28 37 20 23 20 21 29 27 21 33 29 20 21 20 21 32 20 21 31 109 23 22 26 2274 30
internal_value=0 -8.26262e-09 7.06023e-09 -6.96372e-09 5.10057e-09 -6.97225e-09 -6.72794e-07 -2.44944e-07 7.22444e-07 -1.69603e-06 2.28164e-08 7.92021e-09 4.57515e-07 1.29462e-06 3.47591e-07 1.83477e-06 3.77761e-06 -2.40068e-07 2.92671e-07 1.69866e-06 -3.20581e-07 -1.17592e-06 -2.06721e-06 -4.26239e-08 -2.16921e-08 -1.82067e-09 1.19656e-06 -2.39311e-08 4.63851e-09 6.68772e-07
internal_weight=0 3101 3079 3055 3022 2989 128 100 60 40 2861 2830 286 130 103 70 41 156 135 41 94 62 41 2544 2513 2484 45 2439 2413 139
internal_count=3121 3101 3079 3055 3022 2989 128 100 60 40 2861 2830 286 130 103 70 41 156 135 41 94 62 41 2544 2513 2484 45 2439 2413 139
is_linear=0
shrinkage=0.1


Tree=7336
num_leaves=31
num_cat=0
split_feature=130 40 4 10 16 15 33 97 9 45 142 13 13 13 16 13 13 13 4 3 3 4 2 4 471 157 474 1 1 1
split_gain=3.5406e-09 6.66645e-09 4.96723e-09 3.71098e-09 4.60923e-08 7.03531e-08 6.47582e-09 4.06063e-09 8.69536e-09 4.14438e-09 1.023e-08 4.43367e-09 1.42013e-08 1.38912e-08 1.19823e-08 7.7619e-09 1.98764e-08 1.55688e-08 1.19587e-08 1.24697e-08 8.64004e-09 5.61362e-09 1.51794e-08 8.17617e-09 2.27352e-08 1.59097e-08 7.87503e-09 6.1796e-09 6.65278e-08 1.84467e-08
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 -0.094549999999999981 -1.0000000180025095e-35 -0.085969999999999977 -0.013509999999999999 0.094030000000000016 -1.0000000180025095e-35 -0.17933499999999997 -0.40078499999999995 -0.42195999999999995 -0.0034149999999999996 -0.097224999999999992 -0.099939999999999987 -0.094514999999999988 0.27044500000000005 -0.072199999999999986 -0.080734999999999987 -0.50940999999999981 0.095195000000000016 -0.50052499999999989 -0.085064999999999988 -0.00078499999999999989 -0.25711499999999993 0.092390000000000014 0.093100000000000002 0.090475000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -5 -8 -9 10 -10 12 13 14 -12 16 18 20 19 -13 -17 22 -19 25 -25 -23 -26 29 -29 -28
right_child=1 2 -4 6 -6 -7 7 8 9 -11 11 15 -14 -15 -16 17 -18 21 -20 -21 -22 23 -24 24 26 -27 27 28 -30 -31
leaf_value=1.236131514736411e-06 -1.8289965873918844e-06 -5.836918558872702e-06 1.3052112959046318e-06 1.552253530058402e-06 2.393043876773337e-06 7.0323885321804969e-07 -1.3891251060591631e-06 1.6722760077050958e-06 2.1498111653851415e-06 -1.0930575473163831e-06 -1.8438024183839881e-06 2.8586977102471925e-07 -2.4937126715289067e-06 2.2008570309398319e-06 9.4219774907217551e-07 -5.4635897069623578e-07 3.4150636002263838e-06 5.3372925279404626e-07 2.18028642484569e-06 -2.4990038039618411e-06 -3.4505502515003171e-06 2.8232123221296836e-06 -2.6544994274299178e-06 -3.3594720480323304e-06 1.9094740268470064e-06 -6.986270363995573e-07 3.0978379774011447e-08 -5.3231447389521237e-06 -4.5836034100377095e-08 1.6034819432993923e-06
leaf_weight=23 20 29 29 27 34 38 21 31 22 35 38 82 30 22 26 21 23 32 25 20 20 29 28 20 22 23 1711 25 537 78
leaf_count=23 20 29 29 27 34 38 21 31 22 35 38 82 30 22 26 21 23 32 25 20 20 29 28 20 22 23 1711 25 537 78
internal_value=0 -9.18777e-09 2.63685e-09 -9.75235e-09 -6.05783e-07 -2.12758e-06 1.0668e-08 -3.58154e-09 6.4517e-09 -1.15478e-08 1.80889e-09 -1.49962e-08 -6.20344e-07 3.3157e-08 -7.1199e-07 1.10499e-08 7.10099e-07 -3.01353e-08 2.20224e-07 -2.60184e-07 -1.96304e-06 1.50104e-09 -9.54111e-07 2.49516e-08 -2.00501e-09 1.26548e-06 2.62922e-08 8.66994e-09 -2.80592e-07 9.95392e-08
internal_weight=0 3098 3078 3049 101 67 2948 2921 2900 2869 2834 2812 116 86 64 2696 150 2546 127 102 41 2505 60 2445 2393 52 2373 2351 562 1789
internal_count=3121 3098 3078 3049 101 67 2948 2921 2900 2869 2834 2812 116 86 64 2696 150 2546 127 102 41 2505 60 2445 2393 52 2373 2351 562 1789
is_linear=0
shrinkage=0.1


Tree=7337
num_leaves=31
num_cat=0
split_feature=156 1425 46 44 1428 1429 1429 3 1429 52 12 16 12 16 42 1455 13 2 124 16 12 130 12 43 131 51 484 475 150 157
split_gain=3.59072e-09 4.77951e-09 3.50956e-09 1.19047e-08 8.08744e-09 7.16001e-09 3.69893e-08 1.92182e-08 5.34313e-09 4.82116e-09 1.51073e-08 5.87187e-09 1.86679e-08 4.99568e-08 3.68078e-08 1.81994e-08 1.54594e-08 1.49129e-08 1.27436e-08 1.32862e-08 1.6458e-08 8.68494e-09 9.14277e-09 1.52403e-08 8.60709e-09 7.11435e-09 7.05307e-09 5.39593e-08 3.51017e-08 1.79418e-08
threshold=0.32523500000000005 0.10129000000000002 0.084955000000000017 0.10049500000000001 -0.071779999999999997 -0.060529999999999994 -0.081234999999999988 -0.082404999999999992 -0.0065149999999999991 -0.55692499999999978 0.083985000000000018 0.15891500000000003 0.090345000000000023 0.22339500000000004 -0.090219999999999981 -0.037084999999999993 0.021350000000000004 0.11824000000000001 -1.0000000180025095e-35 0.26435500000000006 1.0000000180025095e-35 -0.22699999999999995 0.13597000000000004 -0.15582499999999996 0.096490000000000006 -0.46280499999999997 0.085790000000000019 -0.085774999999999976 0.10874500000000002 -0.086244999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -6 -7 10 -10 21 15 -14 -15 -13 17 24 -17 -20 -21 -11 26 -24 25 -16 -23 -28 29 -29
right_child=-2 -3 3 -5 5 8 -8 -9 9 11 -12 12 13 14 16 18 -18 -19 19 20 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-1.6446789565331225e-06 1.3032150924291706e-06 -1.3859181253792486e-06 2.7090403918350605e-06 -5.0989022981782376e-07 1.8443115340005535e-06 -1.6468620049181482e-06 4.629476939044253e-06 -2.2455485779775902e-06 -7.5727260385368329e-07 -1.9479037229592163e-06 2.829248591217987e-06 3.1747558810344522e-06 -5.7743363478834907e-06 -4.4495238073847893e-06 2.17759553322594e-06 2.3137721035482174e-06 2.0921716319797916e-06 -2.5065562648965819e-06 9.2317437774063155e-07 -2.5918121271217842e-06 7.2058513372515644e-07 7.4956155083411933e-08 3.4407807791445699e-06 3.3188532272885954e-08 -1.5287948390323436e-06 3.4325325671843378e-08 -5.1016949513545441e-06 -3.2521407734975583e-06 3.9837920422769463e-06 -9.2305685610031092e-08
leaf_weight=30 21 25 20 27 20 20 20 27 24 22 23 21 20 21 21 20 29 28 43 40 24 2195 21 35 25 59 23 20 20 177
leaf_count=30 21 25 20 27 20 20 20 27 24 22 23 21 20 21 21 20 29 28 43 40 24 2195 21 35 25 59 23 20 20 177
internal_value=0 -8.82515e-09 2.37073e-09 8.59867e-07 -1.09392e-08 5.40913e-09 1.02755e-06 -5.05183e-07 -1.79561e-08 -6.76473e-09 9.97834e-07 -2.32508e-08 -4.06379e-07 -1.02908e-06 -5.10469e-07 4.47725e-07 1.49576e-10 -4.56006e-07 -3.2008e-09 -4.3628e-07 -1.34966e-06 3.02622e-08 4.77329e-08 1.31104e-06 9.08079e-08 5.96934e-07 1.86795e-08 -4.96017e-07 -7.85752e-09 -4.13101e-07
internal_weight=0 3100 3075 47 3028 2998 67 47 2931 2911 47 2864 351 203 183 148 162 133 127 107 64 2513 2491 56 105 80 2435 240 217 197
internal_count=3121 3100 3075 47 3028 2998 67 47 2931 2911 47 2864 351 203 183 148 162 133 127 107 64 2513 2491 56 105 80 2435 240 217 197
is_linear=0
shrinkage=0.1


Tree=7338
num_leaves=31
num_cat=0
split_feature=130 40 120 10 4 0 51 11 13 52 1 159 1 9 10 97 1 1 3 1 156 147 148 150 160 12 150 2 1425 1
split_gain=3.67683e-09 6.67195e-09 4.48431e-09 4.07976e-09 4.89033e-08 1.22611e-07 7.56251e-08 9.39838e-09 4.03811e-09 1.64848e-08 2.35555e-08 8.78585e-09 1.34469e-08 5.40485e-09 1.26267e-08 9.38131e-09 1.5045e-08 1.24875e-08 5.85014e-09 1.877e-08 1.38756e-08 1.07626e-08 6.97156e-09 6.73557e-09 2.22309e-08 3.1177e-08 8.90934e-09 8.98929e-09 6.7737e-09 8.69097e-09
threshold=-0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.011559999999999999 0.053180000000000012 -0.10151999999999999 0.080335000000000018 -1.0000000180025095e-35 -0.17933499999999997 0.11434500000000002 0.10781 0.094385000000000011 0.11829500000000003 0.088235000000000022 -0.0079749999999999977 -0.049229999999999996 0.13756000000000004 0.13501500000000002 0.11658 0.11212500000000002 0.3248100000000001 0.097985000000000017 -0.10069499999999999 0.10980500000000001 -0.082459999999999992 0.087995000000000004 0.10571000000000001 -1.0000000180025095e-35 0.09198000000000002 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 -5 9 10 -9 12 -12 14 -10 -16 17 18 20 -20 21 22 -17 26 -25 -26 27 -24 29 -29
right_child=1 2 -4 7 5 -7 -8 8 13 -11 11 -13 -14 -15 15 16 -18 -19 19 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=1.2596948172803543e-06 -1.8299166885071828e-06 -7.2600882648740397e-06 1.3363228763410008e-06 2.1738682563210434e-06 7.2366585703259094e-06 -2.4611880589553438e-06 4.5894297841186925e-07 -3.2929591556598042e-06 2.4256836505804299e-06 1.8329553313378712e-06 2.4510259159480645e-06 -1.6290344740355067e-06 -8.1224283771267181e-07 -1.2478589848218361e-06 -1.9480277520263674e-06 1.8596488860653372e-06 1.9877216380756671e-06 -2.4195815041951262e-06 2.5167534438099083e-06 -9.9247755374394567e-07 -2.4950996620728722e-06 -2.2837008097553735e-06 2.0058727999560726e-06 1.1165362018277159e-06 -4.5843844352825381e-06 5.9609353684209056e-07 1.7722793177199494e-06 9.6458494847827882e-08 1.5657062168169694e-06 -3.838334744232077e-07
leaf_weight=23 20 22 25 20 22 32 30 33 22 24 23 25 28 33 24 21 39 21 35 27 22 20 23 33 26 21 30 1899 28 470
leaf_count=23 20 22 25 20 22 32 30 33 22 24 23 25 28 33 24 21 39 21 35 27 22 20 23 33 26 21 30 1899 28 470
internal_value=0 -9.35609e-09 2.47341e-09 -8.44904e-09 -6.17973e-07 1.48979e-06 -2.8068e-06 1.34748e-08 -1.28702e-09 -5.39638e-07 -1.06204e-06 -9.33561e-08 6.59427e-07 2.43395e-08 3.95451e-08 2.03793e-08 3.77796e-08 9.36118e-09 2.85732e-08 9.8854e-07 5.61985e-09 2.70185e-08 4.51346e-08 3.00735e-08 -8.72879e-07 -2.2697e-06 5.95576e-08 3.83255e-08 1.94463e-08 1.17051e-09
internal_weight=0 3098 3078 3053 106 54 52 2947 2927 133 109 76 51 2794 2761 2739 2715 2676 2655 62 2593 2571 2551 2530 80 47 2450 2420 2397 2369
internal_count=3121 3098 3078 3053 106 54 52 2947 2927 133 109 76 51 2794 2761 2739 2715 2676 2655 62 2593 2571 2551 2530 80 47 2450 2420 2397 2369
is_linear=0
shrinkage=0.1


Tree=7339
num_leaves=31
num_cat=0
split_feature=156 1425 132 1185 15 1186 391 1213 0 12 43 0 403 1208 403 12 402 0 13 3 16 4 4 1 13 2 11 133 4 51
split_gain=4.13521e-09 4.66256e-09 3.34907e-09 2.07343e-08 7.20103e-09 3.80104e-09 4.98479e-09 5.80631e-09 2.31491e-08 2.91085e-08 9.90191e-09 6.42784e-09 6.12698e-09 6.02291e-09 3.92552e-08 1.86732e-08 9.11213e-09 3.92982e-09 1.95337e-08 1.07461e-08 9.12074e-09 8.81579e-09 2.39873e-08 1.58655e-08 2.49992e-08 2.31327e-08 2.10971e-08 1.71277e-08 1.48582e-08 1.27631e-08
threshold=0.32523500000000005 0.10129000000000002 -0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.090275000000000008 -0.086319999999999994 0.10675500000000002 -0.086729999999999988 0.087445000000000009 0.062770000000000006 -0.07929499999999999 -0.55276999999999987 0.10480500000000002 -0.53960999999999981 0.096075000000000008 0.15960500000000002 0.10455500000000001 -0.055129999999999992 -0.24190499999999995 0.16703000000000004 -0.086849999999999997 -0.08835999999999998 0.085475000000000009 -0.01163 0.088125000000000023 0.074925000000000005 0.039215000000000007 -0.086254999999999984 -0.14283999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -5 12 -9 -10 11 -11 -8 14 -14 -15 17 21 -19 -20 -21 22 23 24 26 27 -16 -26 -23 -25
right_child=-2 -3 3 5 -6 -7 7 8 9 10 -12 -13 13 15 16 -17 -18 18 19 20 -22 28 -24 29 25 -27 -28 -29 -30 -31
leaf_value=-1.4740696363535477e-07 1.3985372767083825e-06 -1.3696123701265607e-06 3.1613179825875528e-06 -1.5789191729709273e-06 -1.8133593378403628e-06 1.0144038661700188e-06 -1.4697678964161053e-06 3.3255206292783265e-06 -3.4217516554235775e-06 6.0652371303149266e-07 -6.3549798960593762e-07 3.1114773448626655e-06 4.2180427829986337e-06 -2.9890681471442807e-06 3.7005650873262702e-06 1.0558394522030584e-06 -1.9635429983585103e-06 -2.8829398396672851e-06 -9.8763650143217678e-07 1.0402476770347374e-07 2.7306228446377646e-06 -2.5743926575278635e-06 3.1712127815074883e-06 3.1729780857858716e-06 -1.8288325121243601e-06 -4.0865699022560871e-06 -5.9886556846322488e-07 1.5413860210173881e-06 -1.8802411392934025e-08 5.5795412744172073e-07
leaf_weight=192 21 25 21 20 30 37 29 26 20 20 25 21 22 25 21 21 24 28 51 39 20 23 31 23 38 25 25 25 2094 99
leaf_count=192 21 25 21 20 30 37 29 26 20 20 25 21 22 25 21 21 24 28 51 39 20 23 31 23 38 25 25 25 2094 99
internal_value=0 -9.47128e-09 1.58678e-09 3.06983e-08 -3.72536e-07 7.48396e-09 -5.84557e-09 5.4919e-09 7.10826e-07 -7.96626e-08 9.33092e-07 1.88955e-06 -2.41729e-08 -8.25712e-09 1.19029e-08 -1.14248e-06 -2.4159e-08 -5.84858e-09 -5.248e-07 7.54542e-08 9.94397e-07 2.39415e-08 5.44037e-07 2.25902e-07 -5.25261e-07 -1.51279e-06 1.36392e-06 -4.91444e-07 -4.65674e-08 1.05095e-06
internal_weight=0 3100 3075 2853 222 2832 2795 2775 112 86 66 41 2663 2634 2588 46 2566 2542 138 110 59 2404 287 256 134 88 46 63 2117 122
internal_count=3121 3100 3075 2853 222 2832 2795 2775 112 86 66 41 2663 2634 2588 46 2566 2542 138 110 59 2404 287 256 134 88 46 63 2117 122
is_linear=0
shrinkage=0.1


Tree=7340
num_leaves=31
num_cat=0
split_feature=402 401 1212 1211 1211 1212 12 1212 402 42 402 16 1210 403 401 1212 402 403 1209 1213 1186 1212 132 1211 43 132 390 1 393 1213
split_gain=3.89235e-09 5.15232e-09 5.46334e-09 4.61561e-09 9.71919e-09 4.05512e-09 3.24825e-08 1.46079e-07 4.09469e-08 2.25572e-08 1.22127e-08 2.65846e-08 7.36995e-09 5.87355e-09 5.35937e-09 1.06484e-08 6.07734e-09 1.10614e-08 1.16486e-08 9.28072e-09 9.98483e-09 9.36923e-09 8.2218e-09 1.47341e-07 1.09992e-07 1.94638e-08 9.35656e-09 7.19798e-09 6.2028e-09 6.655e-09
threshold=0.31278000000000006 0.13699500000000003 0.14560000000000003 0.11986000000000001 0.11301500000000002 -0.073259999999999978 0.085635000000000003 -0.089544999999999986 0.13174500000000003 0.085010000000000016 -0.45454999999999995 -0.07550999999999998 0.15724500000000002 0.44389500000000004 -0.099524999999999988 -0.009474999999999999 0.11522000000000002 -0.55276999999999987 -0.083969999999999989 0.099360000000000018 -0.13028499999999998 0.055770000000000007 -0.083284999999999984 0.089055000000000009 -0.011694999999999999 -0.085314999999999988 0.087590000000000015 0.089625000000000024 -0.088754999999999987 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 8 13 -1 11 -7 14 -8 -12 -16 17 -17 -19 20 -20 -21 24 26 -22 27 28 -26 -24 -30
right_child=-2 -3 -4 -5 -6 10 7 -9 -10 -11 12 -13 -14 -15 15 16 -18 18 19 21 22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-4.6415781184805383e-07 1.3568421309173575e-06 -1.5341015755025596e-06 1.5371577398542763e-06 -1.1861028009675604e-06 1.9665362333398662e-06 -7.0398202296928506e-07 -1.7888396428134002e-06 -8.4954812154058384e-06 4.4445425366745894e-06 4.2852817739458268e-06 -1.4883872400635786e-06 3.9555025153958926e-06 -1.927026869452675e-06 1.2346294748037207e-07 2.2036901141704718e-06 -1.9967888614961079e-06 1.5468207275262104e-06 2.2927332994723575e-06 2.2335791982186495e-06 -2.6295068835224813e-06 6.0643253002654682e-06 1.5056935137894555e-07 -1.5741336219434744e-06 -8.3980658213736861e-06 4.5706216662602724e-07 -3.1535455234362694e-06 1.7698794719459935e-06 -1.2408173123436855e-06 -1.3981774509270754e-08 1.2276248188992544e-06
leaf_weight=20 21 22 23 33 25 25 29 23 20 20 24 24 20 36 22 28 25 22 20 27 31 22 25 21 94 23 30 34 2288 44
leaf_count=20 21 22 23 33 25 25 29 23 20 20 24 24 20 36 22 28 25 22 20 27 31 22 25 21 94 23 30 34 2288 44
internal_value=0 -9.19378e-09 1.70549e-09 -9.85437e-09 2.99016e-09 -1.33891e-08 -5.23746e-07 -1.42534e-06 4.87755e-07 1.91056e-06 1.3123e-08 1.57821e-06 -1.42661e-08 -7.29718e-07 -5.0528e-10 1.24516e-08 -5.1809e-09 -1.95035e-08 1.14696e-09 -1.78131e-08 7.78507e-09 -1.38131e-06 -9.40253e-09 -5.8385e-08 6.38674e-07 -4.75202e-07 1.49846e-08 6.06293e-09 -7.35178e-09 9.44476e-09
internal_weight=0 3100 3078 3055 3022 2997 148 108 85 40 2849 49 2800 65 2780 2756 2734 2709 2681 2659 2610 49 2590 2408 182 151 2387 128 2357 2332
internal_count=3121 3100 3078 3055 3022 2997 148 108 85 40 2849 49 2800 65 2780 2756 2734 2709 2681 2659 2610 49 2590 2408 182 151 2387 128 2357 2332
is_linear=0
shrinkage=0.1


Tree=7341
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 2 1212 1212 402 1210 42 42 130 130 2 43 52 43 42 133 3 399 132 132 1203 132 0 0 394 1186 133 0
split_gain=3.70272e-09 7.3255e-09 4.65597e-09 4.75189e-08 6.02041e-09 1.01445e-08 4.36557e-08 3.75355e-08 5.69037e-09 3.99268e-09 3.71052e-09 2.25012e-08 1.59676e-08 1.30409e-08 2.49785e-08 2.42623e-08 1.17833e-08 1.86608e-08 1.75337e-08 9.96256e-09 1.94551e-08 1.30563e-07 1.06673e-07 9.95376e-09 1.00036e-08 9.87985e-09 9.26846e-09 9.28437e-09 7.83731e-09 7.69905e-09
threshold=0.11846000000000001 0.10683000000000002 -0.087714999999999987 0.084715000000000013 -0.41556999999999994 -0.089544999999999986 0.10913500000000002 -0.21410999999999997 0.089625000000000024 0.084535000000000013 0.0084900000000000028 0.084355000000000027 0.084245000000000014 -0.095589999999999994 -0.40306999999999998 -0.14386499999999997 -0.092459999999999987 -0.0047949999999999989 -0.089089999999999989 0.091895000000000018 -0.083284999999999984 -0.084829999999999989 0.088310000000000013 -0.41127499999999995 -0.087084999999999982 -0.096374999999999975 1.0000000180025095e-35 -0.085584999999999981 -0.015929999999999996 -0.088774999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 9 -7 -4 -6 19 -12 -13 15 -15 -14 17 -16 -18 20 21 23 26 -9 -25 -20 -22 -28 -21 -27
right_child=-2 -3 4 -5 5 7 -8 10 -10 -11 11 12 13 14 16 -17 18 -19 25 28 22 -23 -24 24 -26 29 27 -29 -30 -31
leaf_value=-1.8407148184417533e-06 1.188391747046598e-06 -1.7879897669722003e-06 -1.1300438799203815e-08 4.4202048126284024e-06 -1.2780565693901736e-06 -3.9616115505699177e-06 5.1435724037673942e-06 1.2743650728452851e-06 -2.2124503127921954e-06 5.09159248395008e-07 3.4106802531978661e-06 -2.5606632940859225e-06 1.1230769564957409e-07 -3.3586759069624926e-06 -5.6452537743704549e-07 3.3446990638757211e-06 -2.8390308048384133e-06 3.5173143407026453e-06 2.0961987227901379e-06 -2.9259896553499168e-06 -2.8655034517633651e-08 8.58819794871124e-06 -7.1601603037509313e-06 5.9915127013159836e-08 -2.5998795159956409e-06 -1.9566144590044135e-06 2.7624349987339279e-06 -1.5487020334603586e-07 -1.9393775931218572e-07 2.6462378398336323e-07
leaf_weight=27 26 23 23 22 25 24 20 24 24 25 22 21 69 22 21 35 22 24 23 21 2324 20 21 31 26 20 24 20 21 71
leaf_count=27 26 23 23 22 25 24 20 24 24 25 22 21 69 22 21 35 22 24 23 21 2324 20 21 31 26 20 24 20 21 71
internal_value=0 -9.97692e-09 3.33503e-09 9.7031e-07 -1.23387e-08 5.39608e-09 1.19499e-06 -2.32589e-08 -1.13529e-06 -3.84449e-07 9.53795e-09 3.14726e-07 1.07071e-07 2.89555e-07 -1.76948e-07 1.20013e-06 2.09781e-07 1.61246e-06 -2.54339e-07 -3.26485e-08 -6.88651e-09 1.35257e-06 -6.43602e-08 -4.34009e-07 -1.15332e-06 2.44461e-07 -1.43297e-09 1.43639e-06 -1.55996e-06 -2.2356e-07
internal_weight=0 3095 3072 49 3023 2976 70 2906 47 50 2882 350 328 307 203 104 181 45 136 2532 2490 101 2389 81 57 114 2368 44 42 91
internal_count=3121 3095 3072 49 3023 2976 70 2906 47 50 2882 350 328 307 203 104 181 45 136 2532 2490 101 2389 81 57 114 2368 44 42 91
is_linear=0
shrinkage=0.1


Tree=7342
num_leaves=31
num_cat=0
split_feature=402 401 1212 132 1185 43 1204 1 1 16 133 1211 1212 3 12 1210 12 2 42 15 42 52 403 15 482 43 1212 403 43 12
split_gain=3.63509e-09 4.21206e-09 5.18916e-09 4.1663e-09 1.51383e-08 8.4717e-09 9.15144e-09 5.48631e-09 1.12475e-08 4.39752e-09 4.78217e-09 3.99687e-09 7.92227e-09 1.51429e-08 4.79674e-09 1.89536e-08 1.88553e-08 4.22312e-08 5.74821e-08 1.05564e-07 7.52889e-08 4.75356e-08 4.10031e-08 3.18288e-08 2.07694e-08 2.00628e-08 1.85897e-08 1.91507e-08 3.51784e-08 1.75476e-08
threshold=0.31278000000000006 0.13699500000000003 0.14560000000000003 -0.083174999999999985 -0.083264999999999992 -0.011244999999999998 -0.016569999999999994 0.089625000000000024 0.11588000000000001 -0.095094999999999985 -0.40071499999999999 0.11986000000000001 0.10321500000000002 -0.082974999999999979 0.09334000000000002 -0.061049999999999993 0.089570000000000025 0.090935000000000016 0.090395000000000017 -0.068899999999999975 0.093655000000000002 0.4099850000000001 -0.5425549999999999 0.088345000000000021 -0.23722499999999996 -0.0073899999999999999 -0.070754999999999985 0.03138500000000001 -0.13868499999999997 0.096395000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 9 -9 -7 -11 12 14 -14 16 -16 24 21 19 -19 -20 22 -18 -24 -6 -25 -17 29 -29 -28
right_child=-2 -3 -4 4 11 7 -8 8 -10 10 -12 -13 13 -15 15 26 17 18 20 -21 -22 -23 23 25 -26 -27 27 28 -30 -31
leaf_value=-3.2539421465571652e-06 1.3112422406958928e-06 -1.3876408688288807e-06 1.4974043008054572e-06 2.6969568959126871e-06 -3.0543985407467008e-06 -9.4349327986896646e-07 -3.2911549347456618e-07 -2.6777673215602508e-06 5.9884891243200402e-07 1.4418280298400532e-06 1.0220510944236594e-08 -1.0920073136868737e-06 -5.5505222315661798e-07 2.5554903295281241e-06 -3.131424841094279e-06 -2.5757874470855315e-06 -3.7591854942591108e-06 -2.4079558004684388e-07 -2.9963392289373055e-06 7.9970853065398318e-06 4.619147086616847e-06 -4.4811200289338805e-06 1.3964319822155289e-08 4.4709861809320559e-06 -2.914048728717069e-08 5.7238390757612998e-07 -1.0913055169787219e-06 -1.1865338117124999e-06 4.1163551296892428e-06 1.5712512951843143e-07
leaf_weight=20 21 22 23 21 23 27 23 22 20 35 70 33 29 34 22 30 21 28 34 35 21 22 122 33 1702 22 157 22 29 398
leaf_count=20 21 22 23 21 23 27 23 22 20 35 70 33 29 34 22 30 21 28 34 35 21 22 122 33 1702 22 157 22 29 398
internal_value=0 -8.87858e-09 9.76126e-10 -1.02899e-08 2.20019e-08 -4.32614e-07 -1.6895e-06 -1.22005e-07 -1.11747e-06 1.94736e-07 4.87423e-07 2.06085e-09 1.50293e-08 1.12365e-06 -1.06389e-08 -2.45735e-07 6.43457e-08 7.47318e-07 2.27358e-06 4.3358e-06 -8.86081e-08 -7.13132e-08 4.18665e-07 9.14343e-07 -6.94773e-08 2.91155e-06 -1.45915e-07 -2.56248e-08 1.82883e-06 -1.96035e-07
internal_weight=0 3100 3078 3055 2838 217 43 174 42 132 105 2817 2784 63 2721 658 2063 338 118 63 55 220 198 177 1725 55 636 606 51 555
internal_count=3121 3100 3078 3055 2838 217 43 174 42 132 105 2817 2784 63 2721 658 2063 338 118 63 55 220 198 177 1725 55 636 606 51 555
is_linear=0
shrinkage=0.1


Tree=7343
num_leaves=31
num_cat=0
split_feature=40 130 42 403 42 403 1208 1208 1210 401 1212 402 50 132 1204 50 15 50 13 1211 49 50 160 12 42 133 12 50 484 160
split_gain=3.51611e-09 9.29683e-09 5.11707e-09 3.29881e-09 4.05144e-08 6.07434e-09 5.97142e-09 1.49851e-08 8.76273e-09 4.62769e-09 4.67968e-09 4.74122e-09 4.75255e-09 4.03597e-08 8.57849e-08 2.77189e-08 5.5585e-08 2.1917e-08 2.58782e-08 2.17986e-08 9.57659e-09 1.95996e-08 1.39399e-08 3.96811e-08 3.23028e-08 9.88866e-09 1.56032e-08 1.77531e-08 8.01269e-09 1.75874e-08
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.55049499999999985 0.091205000000000008 -0.5425549999999999 0.099975000000000008 0.11531000000000001 -0.3960249999999999 0.13571500000000003 0.14560000000000003 0.12389500000000002 0.083090000000000011 -0.083284999999999984 -0.077669999999999989 0.091320000000000012 0.08517000000000001 0.096900000000000014 -0.083254999999999982 0.10167000000000002 0.08610000000000001 0.11375500000000001 -0.089744999999999978 0.089300000000000004 0.084050000000000014 0.088285000000000016 0.083985000000000018 0.10954500000000002 -0.10156 -0.00067499999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 8 -8 -7 10 11 12 28 -14 -15 16 -16 18 -17 20 22 -22 23 24 -19 26 -24 -28 29 -10
right_child=1 2 -4 5 -6 6 7 -9 9 -11 -12 -13 13 14 15 17 -18 19 -20 -21 21 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=1.3216640076052499e-06 -2.0568986490781589e-06 -1.4716814964612565e-06 1.460588147968641e-06 -1.6033873057115972e-06 4.3012202846171024e-06 -2.0582238903443796e-06 3.0581168700683479e-06 -7.6658004900309616e-07 3.0890007915331806e-06 1.4367044550247307e-06 1.505224788616033e-06 -1.1544268627741641e-06 3.5878958034546112e-06 -6.2282727001383177e-06 5.8015759752659229e-06 -3.9113651684507708e-06 -1.9896536711060341e-07 -1.3765388757747132e-08 3.9073477772170142e-07 3.4984303033525069e-06 3.6245361397526545e-06 2.0892061140135151e-07 -1.0140258136497989e-06 1.4220034501022383e-06 -5.2377789776575563e-06 -1.3837232160085478e-06 3.260358044020574e-06 2.9492513664745975e-07 -1.1842285419822412e-07 6.3452935876969628e-08
leaf_weight=20 22 31 24 24 20 21 21 20 25 22 20 37 34 21 26 29 38 20 27 20 21 84 37 32 29 28 33 52 2200 83
leaf_count=20 22 31 24 24 20 21 21 20 25 22 20 37 34 21 26 29 38 20 27 20 21 84 37 32 29 28 33 52 2200 83
internal_value=0 -8.52131e-09 6.11471e-09 -5.3116e-09 7.92202e-07 -1.88513e-08 -6.08991e-09 1.19241e-06 -2.28094e-08 -8.16109e-09 -1.91373e-08 -2.97379e-08 -1.50801e-08 2.54664e-07 2.66357e-08 3.02588e-07 2.23875e-06 1.82373e-09 -1.83714e-06 2.91099e-07 1.00186e-07 8.92044e-07 -2.59749e-07 -1.31687e-06 -3.10553e-06 3.11098e-07 7.00074e-07 1.44621e-06 -7.71398e-08 7.63811e-07
internal_weight=0 3101 3079 3055 51 3004 2980 41 2939 2918 2896 2876 2839 531 497 476 64 412 56 356 336 105 231 81 49 150 122 85 2308 108
internal_count=3121 3101 3079 3055 51 3004 2980 41 2939 2918 2896 2876 2839 531 497 476 64 412 56 356 336 105 231 81 49 150 122 85 2308 108
is_linear=0
shrinkage=0.1


Tree=7344
num_leaves=31
num_cat=0
split_feature=132 132 393 50 2 16 3 52 403 12 130 1 47 10 33 47 47 10 34 3 2 48 1 47 456 42 1 484 43 151
split_gain=3.41617e-09 1.40581e-08 7.54243e-09 5.81856e-09 3.60786e-09 4.87399e-09 9.31104e-09 6.41812e-09 5.25802e-09 7.56535e-09 3.29746e-09 5.89242e-09 3.52924e-09 3.75578e-08 3.43214e-08 9.07667e-09 7.80001e-09 5.28031e-09 7.89827e-09 6.84632e-09 5.01427e-09 1.67825e-08 1.62642e-08 6.47205e-09 6.20526e-09 7.2584e-09 5.19787e-09 1.13775e-08 6.12689e-09 4.79591e-09
threshold=-0.083174999999999985 -0.037359999999999997 0.10483000000000002 0.09227500000000001 0.10497000000000002 -0.095094999999999985 -0.073309999999999986 0.087435000000000013 -0.088999999999999982 0.088045000000000012 -0.23123999999999997 0.15799000000000005 0.094160000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.097970000000000015 0.091210000000000013 -0.084119999999999986 -0.085739999999999983 -0.010424999999999999 0.10402500000000002 0.11247500000000001 0.111945 0.13283000000000003 0.086265000000000022 -0.0098899999999999978 0.11751000000000002 -0.066844999999999988 -0.080954999999999985 -0.10737499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -7 -10 -3 12 14 -14 -12 -15 17 19 -19 -16 21 24 -22 -24 25 -17 27 -27 -29 -20
right_child=1 10 -4 -5 -6 6 -8 -9 9 -11 11 -13 13 15 16 20 -18 18 29 -21 22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-1.4934251513201834e-06 1.9927562233432482e-06 1.1968025670166357e-06 -1.8817605693804018e-06 -1.5135741452670321e-06 9.7124338943948333e-07 1.4906066144249054e-06 1.8948058037376147e-06 -1.7998448621038617e-06 -1.7590556539785625e-06 9.2822316588581089e-07 -3.3893165133728567e-06 -1.2766340320682605e-06 4.5226042266222071e-06 -1.8247682210888645e-06 -1.0863168518974765e-07 1.8423904931198976e-06 1.9325086314092048e-06 -1.9132820816800879e-06 6.2308612513605337e-07 1.9292836829443162e-06 -2.5523014555801642e-06 3.2373179143618816e-06 1.624984677753808e-06 -6.0792189015046464e-07 -1.398257006712811e-06 2.4514990775514893e-06 -1.3776672317146135e-06 1.1022822218365035e-06 -1.060073525063911e-06 -4.1673289853368146e-08
leaf_weight=23 36 23 29 27 35 20 23 23 22 20 30 36 20 24 34 28 21 22 114 32 25 20 27 25 22 20 21 20 38 2261
leaf_count=23 36 23 29 27 35 20 23 23 22 20 30 36 20 24 34 28 21 22 114 32 25 20 27 25 22 20 21 20 38 2261
internal_value=0 2.89514e-08 -3.78069e-07 -1.52126e-07 6.93145e-08 -1.71659e-07 1.09828e-07 -3.73165e-07 1.56087e-07 -4.79399e-07 4.25806e-09 -5.39987e-09 1.09213e-08 3.41242e-07 -2.71825e-08 3.15112e-08 1.34229e-08 -2.93954e-09 -2.72356e-08 8.79448e-07 2.12612e-07 5.17358e-07 -4.56247e-07 5.51472e-07 1.52262e-07 4.20856e-07 1.88063e-08 3.9478e-07 -3.14434e-07 -9.76484e-09
internal_weight=0 2899 222 193 166 131 108 85 62 42 2863 2840 2804 290 2514 270 2484 2463 2397 66 246 169 77 52 149 127 99 78 58 2375
internal_count=3121 2899 222 193 166 131 108 85 62 42 2863 2840 2804 290 2514 270 2484 2463 2397 66 246 169 77 52 149 127 99 78 58 2375
is_linear=0
shrinkage=0.1


Tree=7345
num_leaves=31
num_cat=0
split_feature=484 484 15 480 52 157 1 51 157 1 159 475 1426 1429 157 52 157 42 1429 475 475 475 484 484 2 43 49 157 484 52
split_gain=3.25604e-09 6.75958e-09 1.29315e-08 5.79821e-09 4.79034e-09 2.12944e-08 2.73944e-08 2.28218e-08 9.45868e-09 2.53839e-08 1.62679e-08 9.73619e-09 1.89624e-08 1.3849e-08 8.31918e-09 5.90418e-08 2.52166e-08 1.01734e-08 5.62561e-09 1.69648e-08 1.38859e-08 9.95135e-09 6.94524e-09 3.79531e-08 6.79526e-08 3.92e-08 1.81286e-08 1.11802e-08 1.11024e-08 9.25519e-09
threshold=-0.52850499999999989 -0.23687999999999995 -0.011389999999999999 0.12450000000000001 -0.55061999999999989 -0.04831499999999999 0.10439500000000002 -0.025879999999999997 -0.096984999999999974 0.099990000000000009 -0.088494999999999976 0.016915000000000003 -0.078524999999999998 -0.026244999999999997 -0.086284999999999987 -0.015539999999999998 -0.083699999999999983 0.084535000000000013 0.032755000000000006 -0.082759999999999986 -0.24039999999999997 -0.10664 0.073690000000000019 0.090535000000000018 0.091185000000000002 -0.095049999999999982 0.092975000000000016 -0.077944999999999987 0.058970000000000009 0.51775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 -3 9 10 -6 12 -10 -14 15 -15 -16 -17 19 20 -18 -20 27 24 -24 -25 -27 -21 29 -29
right_child=1 3 -4 -5 8 6 -8 -9 11 -11 -12 -13 13 14 16 17 18 -19 21 22 -22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=-1.2718442576442613e-06 2.278876674018967e-06 -4.2188137558696328e-06 -3.3086992877939244e-07 -1.5969046511335582e-06 -2.2811483388936311e-06 -1.1822725880471088e-06 3.4390882052795625e-06 -3.2851096301256851e-07 2.6468026202632316e-06 3.5285052230652327e-06 1.1526853372005635e-06 -1.8015968301673032e-06 -2.0525428433095591e-06 -5.2976151442346076e-06 2.8706192185176584e-06 2.7467997395547173e-06 2.9924515584670275e-07 -4.427793749783859e-07 -2.5381169899383533e-06 -2.189088021253838e-06 3.9399493766723025e-06 -2.5969245773879287e-07 -8.0273692560695063e-07 -4.1576257184975219e-06 7.4406007911420605e-06 -3.0609186648323828e-08 3.2759332731302497e-06 -2.2909556049458335e-08 -2.3073440799981612e-06 1.6399858248619507e-06
leaf_weight=20 37 25 39 23 22 29 23 38 27 28 37 30 33 22 31 20 22 20 22 24 20 149 20 21 20 97 20 2147 21 34
leaf_count=20 37 25 39 23 22 29 23 38 27 28 37 30 33 22 31 20 22 20 22 24 20 149 20 21 20 97 20 2147 21 34
internal_value=0 8.20314e-09 9.39665e-07 -1.51989e-08 -3.08054e-09 -6.36006e-07 8.61791e-07 -1.87228e-06 2.21312e-08 1.04899e-06 -1.27727e-07 -9.77478e-09 9.63124e-09 -1.63271e-08 8.46818e-09 -1.13657e-06 3.52779e-08 1.15201e-06 1.69152e-09 4.04577e-08 2.03291e-06 -5.52823e-07 5.6477e-09 6.06723e-07 3.31893e-06 -1.79424e-07 5.34612e-07 -4.24167e-08 -1.90198e-08 3.01362e-09
internal_weight=0 3101 76 3025 3002 115 52 63 2887 87 59 2800 2770 2743 2710 62 2648 40 2617 2446 42 171 2404 178 40 138 117 2226 2202 2181
internal_count=3121 3101 76 3025 3002 115 52 63 2887 87 59 2800 2770 2743 2710 62 2648 40 2617 2446 42 171 2404 178 40 138 117 2226 2202 2181
is_linear=0
shrinkage=0.1


Tree=7346
num_leaves=31
num_cat=0
split_feature=2 160 43 481 15 15 401 402 402 1200 43 2 3 1374 133 2 2 3 151 1447 1453 16 1455 4 15 0 47 33 1 52
split_gain=3.28895e-09 1.57821e-08 6.02133e-08 1.46323e-08 3.57719e-08 1.77626e-08 1.29679e-08 1.57069e-08 3.31195e-08 1.87738e-08 1.77442e-08 1.47005e-08 5.05303e-08 2.75423e-08 2.05256e-08 6.1845e-08 4.33043e-08 3.21023e-08 1.9433e-08 1.35727e-08 2.64507e-08 3.58375e-08 1.36212e-08 1.60867e-08 2.07272e-08 1.90781e-08 1.13875e-07 1.08088e-07 5.89169e-08 2.68681e-08
threshold=0.087855000000000003 -0.54512499999999997 -0.077319999999999986 0.08783500000000001 0.11842000000000001 0.11461000000000002 -0.46360499999999999 -0.10770499999999998 -0.092414999999999983 0.086110000000000006 -0.043144999999999996 0.087545000000000026 -0.086224999999999982 0.087855000000000016 0.09112000000000002 0.085485000000000019 0.083715000000000026 -0.082794999999999994 -0.15034499999999998 -0.086359999999999978 -0.079219999999999985 -0.021269999999999997 0.08950000000000001 -0.011884999999999998 -0.07879499999999999 -0.10224499999999999 0.092710000000000015 -0.0066799999999999993 0.086105000000000015 -0.14765999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 10 -9 11 -8 13 -13 14 18 16 17 -16 -10 -20 21 -21 23 24 -22 26 28 -27 -25 -29
right_child=1 -3 -4 -5 -6 -7 7 8 9 -11 -12 12 -14 -15 15 -17 -18 -19 19 20 22 -23 -24 25 -26 27 -28 29 -30 -31
leaf_value=-2.3591821878826957e-06 -2.0139070389291191e-06 -1.4475690492148447e-07 5.7458137575849838e-06 2.795685618366406e-06 -3.1329968892885735e-06 3.1084843419648682e-06 3.5568930684348748e-07 -2.8799632525840788e-06 -2.6459417726292551e-06 3.1948365861467208e-06 3.7518225690291729e-06 4.8556678721594763e-06 -1.4409059549507219e-06 -3.6442857673080199e-06 3.7097934981636971e-06 5.6489043050060691e-06 -3.4300214974791747e-06 -4.5810656848473065e-07 -1.7810728834888324e-06 -3.7655414416803981e-07 -2.1207445986316419e-06 5.6098891201372682e-06 -2.311963209649548e-06 -8.2819112844954545e-07 -7.7265849174967539e-08 7.697403715279837e-06 -5.6085523222767126e-06 3.3090310361265962e-06 6.3911461279531075e-06 2.3423198923312937e-08
leaf_weight=21 20 1620 20 20 34 20 40 37 28 20 25 26 25 20 33 26 25 42 40 20 55 20 25 26 509 22 30 28 20 224
leaf_count=21 20 1620 20 20 34 20 40 37 28 20 25 26 25 20 33 26 25 42 40 20 55 20 25 26 509 22 30 28 20 224
internal_value=0 -9.63061e-08 1.86595e-06 1.09423e-07 7.21401e-08 1.49592e-07 1.06926e-07 1.44838e-07 6.90436e-08 1.55367e-07 1.66189e-06 1.06501e-07 1.76911e-06 3.54258e-08 9.8166e-08 1.304e-06 1.74322e-07 1.37577e-06 -4.69484e-08 2.44665e-08 9.82373e-08 2.61667e-06 -9.04411e-09 5.3946e-08 -2.76541e-07 5.86503e-07 -8.1535e-07 9.75338e-07 2.31065e-06 3.88491e-07
internal_weight=0 1660 40 1461 1441 1407 1387 1366 1301 1264 65 1244 51 1193 1173 126 100 75 1047 1019 979 40 939 914 564 350 76 274 46 252
internal_count=3121 1660 40 1461 1441 1407 1387 1366 1301 1264 65 1244 51 1193 1173 126 100 75 1047 1019 979 40 939 914 564 350 76 274 46 252
is_linear=0
shrinkage=0.1


Tree=7347
num_leaves=31
num_cat=0
split_feature=142 11 10 4 43 0 33 97 9 4 474 157 1456 43 133 15 160 2 2 150 1456 16 43 402 3 42 16 16 4 15
split_gain=3.27747e-09 7.77002e-09 4.44104e-09 5.65455e-08 8.74888e-08 7.80124e-08 4.9428e-09 3.42066e-09 8.09263e-09 3.72437e-09 1.60941e-08 1.52503e-08 1.12047e-08 1.35651e-08 3.55969e-08 2.42528e-08 2.18482e-08 1.4073e-08 2.4071e-08 2.44576e-08 1.92294e-08 2.41683e-08 1.78871e-08 1.42156e-08 1.19267e-08 1.62498e-08 9.93844e-09 1.06425e-08 1.53136e-08 9.85699e-09
threshold=-0.057499999999999989 -0.014494999999999999 -0.011559999999999999 0.053180000000000012 -1.0000000180025095e-35 -0.10151999999999999 -1.0000000180025095e-35 -0.085969999999999977 -1.0000000180025095e-35 0.056795000000000005 -0.26322499999999993 0.092065000000000022 0.0058550000000000008 -0.095049999999999982 0.089595000000000022 -0.052074999999999989 0.10210000000000001 0.10188000000000001 0.10644500000000001 0.11740500000000002 -0.079429999999999987 -0.11118499999999999 -0.018859999999999998 0.089460000000000026 -0.034684999999999994 0.08511500000000001 -0.18708499999999997 -0.14322499999999996 -0.0047449999999999992 -0.14147499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -4 -8 -9 10 -10 12 13 14 15 -11 17 20 -19 23 -15 22 -22 24 25 -20 -12 28 -28 -26
right_child=1 2 6 5 -6 -7 7 8 9 11 26 -13 -14 16 -16 -17 -18 18 19 -21 21 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=1.1640920045389673e-06 -1.8816505830314284e-06 1.6408270148026027e-07 1.4005801981161663e-06 6.2859282420113519e-06 -7.9577259254749932e-06 -1.3563905132982387e-06 -1.2265616916806722e-06 1.6321663341870826e-06 -2.4321084741326822e-06 3.193820275555481e-06 -1.6025231811675976e-06 2.7023442896734196e-06 -1.3326663053092602e-06 -1.6062077880481715e-06 -4.1400096118119713e-06 -1.7308953943029338e-06 3.2745824687306319e-06 -2.9449700083513825e-06 3.279837750487976e-06 3.1814076597432482e-06 3.19853930260582e-06 3.6495949188974921e-06 -1.6856907371748318e-08 -2.658035344758164e-06 2.3737039892222973e-07 -2.9635739169693638e-07 3.3341647842632938e-06 -2.3582679782117464e-08 -3.5620082702404367e-07 -1.5750374944779672e-06
leaf_weight=24 22 36 26 22 21 34 22 31 28 20 39 24 48 24 24 20 26 28 24 24 22 37 81 21 83 27 23 2191 22 47
leaf_count=24 22 36 26 22 21 34 22 31 28 20 39 24 48 24 24 20 26 28 24 24 22 37 81 21 83 27 23 2191 22 47
internal_value=0 -9.02124e-09 4.37643e-09 -6.10904e-07 -2.82816e-06 1.64595e-06 2.78493e-08 1.5693e-08 2.50717e-08 7.79111e-09 -4.92478e-08 2.34275e-07 1.2774e-07 2.65731e-07 -1.09534e-06 7.31462e-07 4.61921e-07 2.86971e-07 -1.7927e-07 1.63383e-07 1.00908e-06 1.45741e-06 6.69927e-07 -1.95195e-07 9.05494e-08 1.38656e-06 -1.99203e-08 7.68324e-09 1.52999e-06 -4.17885e-07
internal_weight=0 3097 3075 113 57 56 2962 2936 2914 2883 2303 580 556 508 64 40 444 418 254 226 164 140 103 202 181 51 2275 2236 45 130
internal_count=3121 3097 3075 113 57 56 2962 2936 2914 2883 2303 580 556 508 64 40 444 418 254 226 164 140 103 202 181 51 2275 2236 45 130
is_linear=0
shrinkage=0.1


Tree=7348
num_leaves=31
num_cat=0
split_feature=3 1 121 9 33 34 9 2 42 132 1203 1185 50 1204 2 42 16 16 1213 42 3 12 483 12 51 158 4 3 12 3
split_gain=3.55499e-09 1.02116e-08 1.39285e-08 4.22066e-09 1.36521e-08 6.29019e-09 6.37937e-09 1.4853e-08 3.52016e-09 3.59794e-09 9.63128e-08 6.10432e-08 1.64072e-08 5.39547e-09 1.14284e-08 1.83862e-08 4.8038e-09 6.34266e-09 5.41741e-09 5.63385e-09 5.2748e-09 4.38282e-09 2.10869e-08 1.80314e-08 1.37699e-08 2.2258e-08 1.93419e-08 1.80011e-08 6.0821e-08 2.75363e-08
threshold=0.63141500000000017 0.16540500000000002 -0.094339999999999993 0.092890000000000014 -0.009184999999999997 -0.08786999999999999 0.085555000000000006 -0.033169999999999991 -0.23108499999999998 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.016569999999999994 0.080205000000000012 -0.067534999999999998 -0.097644999999999996 -0.090054999999999982 -1.0000000180025095e-35 -0.058859999999999989 -0.083154999999999993 0.094580000000000011 -0.21875499999999998 0.095175000000000023 0.092790000000000011 -1.0000000180025095e-35 -0.078439999999999996 -0.071329999999999991 0.10193000000000001 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7 -9 10 12 -11 16 14 -13 -16 -10 -18 -19 -20 -21 -15 -23 -24 25 -25 -26 29 -29 -27
right_child=-2 -3 3 -5 5 6 -8 8 9 11 -12 13 -14 21 15 -17 17 18 19 20 -22 22 23 24 26 27 -28 28 -30 -31
leaf_value=-2.4050889403307945e-06 -1.2386562099950623e-06 2.2614906447415708e-06 -2.1977866798092045e-06 1.0470486497291487e-06 1.7053177709220276e-06 -2.3386088434596822e-06 1.7880816017168401e-06 1.0953077247677356e-06 1.4655798531748588e-06 -5.2705709208566988e-06 6.8290834341106744e-06 2.6465825210190513e-06 -3.0189411415904032e-06 6.0779289367159117e-08 -1.8039594702509805e-06 1.5030994035214463e-06 -1.5714736137953072e-06 -9.690535128384274e-07 1.83997210048877e-06 8.6976118097936704e-07 -9.5396641212091567e-07 2.9332075450838604e-06 -2.6027028822033359e-06 2.7536541097106241e-06 3.7226750771424121e-06 -4.5271293730171197e-07 -1.4854466472671547e-08 -6.6830226614911226e-06 -5.3259978631381169e-07 3.3799259927036471e-06
leaf_weight=24 23 20 28 39 22 27 20 30 20 22 21 24 20 2003 29 40 27 33 24 35 29 20 34 21 20 299 45 20 82 20
leaf_count=24 23 20 28 39 22 27 20 30 20 22 21 24 20 2003 29 40 27 33 24 35 29 20 34 21 20 299 45 20 82 20
internal_value=0 9.19113e-09 -5.44369e-09 1.3414e-08 4.36324e-11 2.0646e-08 8.1459e-09 -3.94195e-09 1.76605e-08 6.46612e-09 4.06081e-07 -2.47095e-08 -3.11382e-07 1.87263e-08 7.66958e-07 1.13176e-07 1.09464e-08 -1.85626e-07 1.23613e-07 5.33363e-07 4.33846e-08 -8.41315e-09 -2.55459e-07 -3.73339e-07 -2.23835e-07 -4.23687e-07 1.13515e-06 -5.82176e-07 -1.73857e-06 -2.12422e-07
internal_weight=0 3098 3078 3054 3015 2987 2965 2945 2918 2888 209 2679 188 2657 93 69 168 148 121 88 64 2564 561 541 507 442 65 421 102 319
internal_count=3121 3098 3078 3054 3015 2987 2965 2945 2918 2888 209 2679 188 2657 93 69 168 148 121 88 64 2564 561 541 507 442 65 421 102 319
is_linear=0
shrinkage=0.1


Tree=7349
num_leaves=31
num_cat=0
split_feature=40 4 9 3 33 34 9 1429 474 157 475 16 155 155 475 156 475 1371 151 1445 3 1447 1446 480 12 160 1447 12 12 1447
split_gain=3.71199e-09 1.01879e-08 3.82013e-09 3.43736e-08 6.61818e-09 4.61585e-09 1.1222e-08 3.5149e-09 7.82727e-09 4.02978e-09 6.52081e-09 5.13975e-09 1.14158e-08 5.59297e-09 4.92359e-09 1.87852e-08 1.67029e-08 1.65769e-08 2.96395e-08 1.24027e-08 9.42801e-09 5.4967e-09 1.00027e-08 1.11252e-08 2.81574e-08 8.81738e-09 9.01021e-09 5.94939e-08 1.43255e-08 1.38364e-08
threshold=-0.24620999999999996 0.63556000000000001 0.091600000000000015 -0.014944999999999998 -1.0000000180025095e-35 -0.08786999999999999 0.037245000000000007 0.12521000000000002 -0.45463999999999999 0.23903500000000003 -0.10664 0.63636000000000015 0.13293000000000002 0.11562500000000002 -0.086304999999999979 0.087610000000000007 -0.085774999999999976 0.083235000000000017 0.0014250000000000003 0.077020000000000019 -0.082334999999999978 0.059120000000000013 -0.09143999999999998 0.11191000000000002 0.094835000000000017 -0.55323499999999981 -0.085709999999999995 0.083985000000000018 0.085635000000000003 -0.08477999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 7 8 -7 10 -10 12 13 14 15 20 -16 19 -19 21 -12 22 -18 25 -25 -24 27 -27 -29 -28
right_child=1 -3 3 -5 5 6 -8 -9 9 -11 11 -13 -14 -15 16 -17 17 18 -20 -21 -22 -23 23 24 -26 26 29 28 -30 -31
leaf_value=1.357979107439178e-06 1.6753586777440433e-06 -2.2038736709700537e-06 1.494272431633211e-06 -3.4734694047791406e-06 1.4855095086897478e-06 -1.9186229838483304e-06 -2.3057902429475995e-06 1.3352731815530208e-06 -1.4372620496817858e-06 1.0286126541522651e-06 1.2113433285776411e-06 -1.1499726057892886e-06 2.3053763222626665e-06 -1.6477936128467264e-06 -2.8695065611827886e-06 3.3534945855319078e-06 -2.1191018643920951e-06 4.7883591764730229e-06 -5.3068874670068249e-07 -2.4207790185452424e-06 -1.6842734908095736e-06 1.4127819676040029e-06 -1.7375357570331132e-06 4.3301693767716643e-06 -9.7618803067689437e-07 5.5574174378001497e-06 -2.6341931857132296e-06 -2.888480241836078e-06 7.3529150768081308e-07 6.9202146359933357e-09
leaf_weight=20 24 21 30 26 21 21 21 20 31 39 22 37 22 20 20 21 22 20 22 21 23 28 29 20 20 21 20 20 24 2415
leaf_count=20 24 21 30 26 21 21 21 20 31 39 22 37 22 20 20 21 22 20 22 21 23 28 29 20 20 21 20 20 24 2415
internal_value=0 -8.75574e-09 6.21097e-09 -8.12179e-07 2.13663e-08 8.13441e-09 -2.28012e-09 1.40734e-08 5.07953e-09 1.89286e-08 5.2463e-09 2.09533e-08 3.63712e-08 1.84665e-08 3.0506e-08 8.83858e-07 9.66169e-09 3.1132e-08 2.00219e-06 -2.25759e-10 -2.68639e-07 1.9183e-08 4.12291e-09 2.23055e-08 1.67699e-06 -3.86593e-09 1.62446e-08 1.1782e-06 -9.11877e-07 -1.47727e-08
internal_weight=0 3101 3080 56 3024 3000 2979 2958 2938 2917 2878 2847 2810 2788 2768 66 2702 2682 42 2640 45 2619 2591 2569 40 2529 2500 65 44 2435
internal_count=3121 3101 3080 56 3024 3000 2979 2958 2938 2917 2878 2847 2810 2788 2768 66 2702 2682 42 2640 45 2619 2591 2569 40 2529 2500 65 44 2435
is_linear=0
shrinkage=0.1


Tree=7350
num_leaves=31
num_cat=0
split_feature=1208 1209 1208 1208 403 1213 1210 1213 16 16 1213 3 394 403 401 52 401 133 1204 132 128 43 128 1185 130 130 12 448 1348 12
split_gain=3.33676e-09 5.5589e-09 8.07088e-09 9.02362e-09 3.85567e-09 4.12501e-08 5.27343e-09 3.6005e-09 1.54333e-08 1.06924e-08 6.70661e-09 1.65958e-08 7.59525e-09 5.22114e-09 5.3336e-09 3.64775e-08 2.67417e-08 1.35553e-08 4.32071e-09 5.81478e-09 8.92536e-09 7.47115e-09 7.04033e-09 1.37659e-08 4.92033e-09 1.82203e-08 1.19121e-08 7.24094e-09 7.9557e-09 6.57404e-09
threshold=0.11846000000000001 0.11743500000000001 0.10233500000000001 0.089655000000000012 -0.5335399999999999 0.04198000000000001 -0.3960249999999999 0.18587500000000004 -0.088394999999999987 -0.077589999999999978 0.10336000000000002 -0.083489999999999995 0.264685 -0.50388999999999984 -1.0000000180025095e-35 0.10263500000000002 -0.46360499999999999 0.50628500000000021 0.057120000000000011 -0.41127499999999995 0.11596500000000001 0.51518000000000008 0.10773500000000001 0.092945000000000014 0.10034000000000003 0.097445000000000018 0.09474500000000001 0.030280000000000001 0.091105000000000005 0.10388500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 10 -9 -10 12 -12 13 -8 15 16 -15 18 19 21 22 -16 23 24 25 27 -26 28 -21 -28
right_child=-2 -3 -4 -5 6 -7 7 8 9 -11 11 -13 -14 14 17 -17 -18 -19 -20 20 -22 -23 -24 -25 26 -27 29 -29 -30 -31
leaf_value=-1.4633109795766125e-06 1.128124967390949e-06 -1.5934049429233712e-06 1.7912955090650941e-06 -2.1299412355801908e-06 -1.632083462936862e-06 4.2768418400858845e-06 1.521456239443482e-06 -1.5041864653397852e-06 3.5329739660028283e-06 2.6304815946787131e-07 8.5591332100150239e-07 -2.9573646224889672e-06 1.9425454073029872e-06 -1.6437964404758532e-06 -1.4638606097876272e-07 -3.6085763040632476e-06 3.4085436120469903e-06 2.5279847813224133e-06 -1.3872665679469801e-06 -5.1801827155696214e-09 -1.6890625460064257e-06 2.5542182220306133e-06 1.8602224110964015e-06 -2.636616996483099e-06 -4.8869110152712606e-07 -3.0335325209307487e-06 3.2657065492003312e-06 -1.6963715243036859e-06 1.6901296573580894e-06 7.0171772449612034e-07
leaf_weight=31 26 22 25 20 20 21 22 20 20 20 21 25 20 20 21 29 22 21 23 2429 32 20 20 20 38 20 20 25 28 20
leaf_count=31 26 22 25 20 20 21 22 20 20 20 21 25 20 20 21 29 22 21 23 2429 32 20 20 20 38 20 20 25 28 20
internal_value=0 -9.48199e-09 1.85751e-09 -1.28196e-08 1.16399e-09 8.54828e-07 -1.37522e-08 -2.8027e-09 7.63945e-07 1.89801e-06 -1.86884e-08 -1.21652e-06 6.45063e-10 -1.30786e-08 -2.51013e-08 -8.80798e-07 1.00267e-06 -2.90385e-09 -2.24726e-08 -1.08163e-08 -2.9087e-08 1.17098e-06 -8.81246e-09 -2.31896e-08 -2.93052e-09 -2.73137e-08 7.79208e-07 -3.08957e-09 1.41396e-08 1.98371e-06
internal_weight=0 3095 3073 3048 3028 52 2976 2956 60 40 2896 46 2850 2830 2808 71 42 2737 2716 2693 2652 41 2620 2600 2580 2502 78 2482 2457 40
internal_count=3121 3095 3073 3048 3028 52 2976 2956 60 40 2896 46 2850 2830 2808 71 42 2737 2716 2693 2652 41 2620 2600 2580 2502 78 2482 2457 40
is_linear=0
shrinkage=0.1


Tree=7351
num_leaves=31
num_cat=0
split_feature=402 1212 401 132 1185 1203 1209 2 1209 1210 1208 1209 401 0 42 1210 47 33 0 47 47 47 42 47 1 120 1 151 12 12
split_gain=3.46668e-09 4.82641e-09 4.40857e-09 4.00091e-09 1.70799e-08 9.41654e-09 3.85155e-09 3.53591e-08 6.93311e-09 4.2608e-09 7.08451e-09 2.57086e-08 4.46693e-09 3.47753e-08 1.51952e-08 1.501e-08 3.98115e-09 3.43748e-08 3.04614e-08 8.6081e-08 1.96624e-08 5.70897e-09 5.17357e-09 7.44532e-09 4.83744e-09 1.2003e-08 8.4688e-09 4.99825e-09 1.57101e-08 5.68979e-08
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.084519999999999984 0.080205000000000012 -0.067109999999999989 -0.13847499999999999 0.11846000000000001 0.11027500000000001 -1.0000000180025095e-35 -0.072594999999999979 0.11747 0.0028200000000000005 0.094160000000000008 -1.0000000180025095e-35 -0.10151999999999999 0.10397500000000001 0.097970000000000015 0.091210000000000013 0.094165000000000013 0.11939500000000002 0.16540500000000002 1.0000000180025095e-35 0.14804000000000003 -0.085134999999999975 0.083935000000000023 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -6 -8 -10 11 12 13 14 -11 16 17 -14 19 -18 -20 24 -22 -24 25 26 27 28 29 -19
right_child=-2 -3 -4 4 6 -7 8 -9 9 10 -12 -13 15 -15 -16 -17 18 21 20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.7450492869760351e-07 1.2805059841845096e-06 -1.5195403745695201e-06 1.3516636120887901e-06 2.8639922372046086e-06 2.3042601283536484e-06 -2.1703039052496294e-06 1.6127296471832205e-06 -2.8408376452074774e-06 1.3019083089602646e-06 -6.6429886609167348e-07 1.8199985312267452e-06 -3.5958150501613773e-06 -3.4053607532769098e-06 -3.4979488316758796e-06 2.820905389068106e-06 2.4162607928701622e-06 7.6736328765036898e-06 5.7938639559533086e-07 -3.1453764739291567e-06 1.8476811984521303e-07 3.2608570911128888e-07 1.6841534880995822e-06 -2.341163989854067e-06 3.247121040575704e-07 1.5352858940786974e-06 -1.8913470885242051e-06 1.9108961144253125e-06 -7.1116602776903847e-08 1.444130784225958e-06 -5.1817287300082176e-06
leaf_weight=190 21 21 24 21 22 27 27 34 25 29 21 20 30 29 22 26 20 120 22 66 135 20 20 22 20 34 23 1919 91 20
leaf_count=190 21 21 24 21 22 27 27 34 25 29 21 20 30 29 22 26 20 120 22 66 135 20 20 22 20 34 23 1919 91 20
internal_value=0 -8.67231e-09 1.63241e-09 -8.9734e-09 2.2671e-08 -4.2283e-07 1.48973e-09 -8.19549e-07 1.81425e-08 2.39489e-09 -9.59767e-09 -2.38914e-08 2.88465e-09 -7.33066e-07 8.39123e-07 2.56343e-08 1.37343e-09 -4.27283e-08 3.53723e-07 1.92636e-06 -3.25911e-07 2.16668e-09 2.45308e-08 -9.44753e-07 -1.29387e-08 -2.69689e-08 2.20228e-09 -1.82163e-08 4.21245e-07 -2.4363e-07
internal_weight=0 3100 3079 3055 2838 217 2817 56 2761 2734 2709 2688 2668 80 51 2588 2562 2277 285 86 199 2247 177 42 2227 2207 2173 2150 231 140
internal_count=3121 3100 3079 3055 2838 217 2817 56 2761 2734 2709 2688 2668 80 51 2588 2562 2277 285 86 199 2247 177 42 2227 2207 2173 2150 231 140
is_linear=0
shrinkage=0.1


Tree=7352
num_leaves=31
num_cat=0
split_feature=401 1210 1210 1209 1211 50 16 16 42 1186 393 12 1446 133 403 1456 1455 1456 133 3 160 1446 157 1456 159 42 3 158 482 42
split_gain=3.60516e-09 6.39446e-09 4.06351e-09 4.47015e-09 3.77235e-09 1.18789e-08 1.40009e-08 1.37777e-08 1.15168e-08 7.22666e-09 6.35489e-09 4.8221e-09 4.113e-09 2.23315e-08 2.24011e-08 1.02018e-08 2.69351e-08 9.8198e-09 9.35492e-09 1.45832e-08 1.40255e-08 2.90587e-08 1.16254e-08 9.26976e-09 7.5695e-09 6.14526e-09 5.29642e-09 4.95318e-09 6.77863e-09 1.87921e-08
threshold=0.13837000000000002 -0.38516499999999992 -0.099939999999999987 0.12417500000000002 0.080695000000000003 0.096900000000000014 -0.091354999999999978 -0.085589999999999986 0.085730000000000015 -0.095479999999999982 0.11213000000000002 0.094580000000000011 0.083715000000000026 0.10995500000000001 -0.085284999999999986 0.090155000000000013 0.0034400000000000008 0.085405000000000023 -0.0081349999999999981 -0.082689999999999986 -0.090764999999999985 0.092750000000000013 -0.081579999999999986 0.083690000000000014 -0.071469999999999992 0.087195000000000009 -0.079594999999999985 -0.47356499999999996 0.089745000000000005 0.096450000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 6 8 -8 -6 -4 12 -9 15 14 -14 17 -17 23 19 -16 21 -20 -22 27 -24 -23 -18 -11 -29 -30
right_child=-2 2 3 -5 5 -7 7 11 -10 10 -12 -13 13 -15 18 16 26 -19 20 -21 22 25 24 -25 -26 -27 -28 28 29 -31
leaf_value=1.393434288757183e-06 -1.3058310103241683e-06 -1.1451578727921456e-06 -1.5772063936007424e-06 1.2632573896910668e-06 -1.9002298770265908e-07 2.1550673877892694e-06 -2.6688267180361436e-06 7.5518541601612499e-07 3.0490405952545901e-06 1.5298839161914659e-06 1.6760339390616124e-06 -1.0069045123373145e-06 -3.104857247156664e-06 2.8679652604435641e-06 3.6094866436542362e-06 -3.5885416148881509e-06 -7.3651974162203261e-07 1.9365473385732914e-06 -4.3240085932438885e-06 -1.21504660910432e-07 2.5110809238631866e-06 -8.175448942893128e-07 7.8011420690869443e-07 -2.147411223198842e-06 -1.4673769659235735e-06 1.5028900352696102e-06 1.5648750476771057e-06 -8.9830121677464253e-09 -8.6844004055733201e-08 -2.8549252709009211e-06
leaf_weight=33 21 31 30 28 21 33 25 41 23 20 22 25 21 31 20 29 20 25 20 22 27 25 47 21 22 21 20 2260 105 32
leaf_count=33 21 31 30 28 21 33 25 41 23 20 22 25 21 31 20 29 20 25 20 22 27 25 47 21 22 21 20 2260 105 32
internal_value=0 8.84458e-09 -6.05319e-09 5.57798e-09 -6.12914e-09 4.5431e-07 3.85687e-08 -6.69568e-07 1.50312e-06 -3.33664e-08 -1.68841e-08 8.77271e-08 -3.02428e-08 3.51741e-07 5.06126e-09 -6.88636e-08 -1.26812e-06 -3.52668e-08 3.252e-07 1.65516e-06 -1.9604e-08 -1.14179e-06 7.51899e-07 -5.54864e-08 6.35228e-08 2.41784e-07 4.14178e-07 -3.73108e-08 -5.03871e-08 -7.33403e-07
internal_weight=0 3100 3067 3036 3008 168 135 91 44 2840 2810 66 2788 256 225 2532 69 2463 204 42 162 66 96 2438 69 46 40 2417 2397 137
internal_count=3121 3100 3067 3036 3008 168 135 91 44 2840 2810 66 2788 256 225 2532 69 2463 204 42 162 66 96 2438 69 46 40 2417 2397 137
is_linear=0
shrinkage=0.1


Tree=7353
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 401 1213 1211 1211 1185 1186 1213 16 130 1 13 43 1 43 13 4 1 472 12 402 1427 4 150 49 457 1
split_gain=3.7929e-09 6.46996e-09 4.10471e-09 7.04923e-09 7.4052e-09 3.70109e-09 4.41613e-09 7.18889e-09 4.45608e-09 4.39847e-09 1.06445e-08 7.03226e-09 3.42328e-09 5.71069e-09 4.17912e-09 6.36376e-09 8.38482e-09 6.57707e-09 4.44081e-09 1.59721e-08 1.74538e-08 2.58148e-08 1.30958e-08 1.1793e-08 5.59555e-09 1.11836e-08 6.10063e-09 2.45282e-08 1.12714e-08 5.88713e-08
threshold=0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.094304999999999986 0.13274500000000003 0.51258500000000007 0.12162000000000002 0.11191500000000001 -0.10973499999999999 -0.086714999999999987 -1.0000000180025095e-35 -0.088394999999999987 -0.23123999999999997 0.15799000000000005 0.11217000000000001 -0.10603999999999998 0.10658000000000002 -0.43469499999999994 0.061215000000000012 -0.50052499999999989 0.10672000000000002 -0.06698999999999998 0.090695000000000012 0.14512000000000005 0.089335000000000012 -0.011559999999999999 0.12640500000000002 -0.045154999999999994 0.10613500000000002 0.090740000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5 10 -10 -12 -11 14 18 16 17 -16 23 -20 21 -21 -23 24 26 -26 28 -28 -14 -30
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 12 11 -13 13 -15 15 -17 -18 -19 19 20 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=1.8788195848173929e-06 -1.3726953807235986e-06 1.5797086548402081e-06 -1.1137085786658369e-06 -1.487458449105361e-06 -1.5179268789466961e-06 1.3343092513466782e-06 -1.2478663803351861e-06 1.7749708030865094e-06 -1.0552223602644518e-06 1.2071641450624474e-06 3.9062399764588923e-07 2.9814940750777004e-06 -4.9804942366691849e-08 -1.204131979477552e-06 1.8592862983711724e-07 1.6227110954877102e-06 1.749137286074424e-06 -1.7100169998229832e-06 1.3354730489899757e-06 -4.8828870330908106e-06 9.0115676153838347e-07 -2.4479641937928552e-06 9.8968592528063507e-08 2.3632355199273057e-06 -7.5044092096867476e-07 2.2584380811470816e-06 8.8595692357802585e-07 -3.7090387693405359e-06 -1.5571912705315208e-06 5.2175141424077484e-06
leaf_weight=20 20 26 33 20 32 21 28 23 20 23 20 22 2259 40 77 38 26 24 37 20 36 33 52 21 21 30 26 21 29 23
leaf_count=20 20 26 33 20 32 21 28 23 20 23 20 22 2259 40 77 38 26 24 37 20 36 33 52 21 21 30 26 21 29 23
internal_value=0 8.85425e-09 -4.42777e-09 7.60584e-09 -4.7781e-09 1.14161e-08 2.05919e-09 1.39592e-08 7.87113e-11 1.03447e-08 8.43563e-07 1.74775e-06 -7.87096e-09 -1.78055e-08 -6.9295e-10 4.87374e-07 1.47667e-07 -2.64593e-07 -3.15714e-08 -5.13708e-07 -9.98954e-07 -1.65042e-06 -8.89841e-07 3.7456e-09 -1.68228e-08 1.01949e-06 -3.92366e-08 -1.16713e-06 -1.62982e-08 1.43931e-06
internal_weight=0 3101 3075 3042 3022 2990 2969 2941 2918 2898 62 42 2836 2813 2773 165 127 101 2608 178 141 105 85 2430 2409 51 2358 47 2311 52
internal_count=3121 3101 3075 3042 3022 2990 2969 2941 2918 2898 62 42 2836 2813 2773 165 127 101 2608 178 141 105 85 2430 2409 51 2358 47 2311 52
is_linear=0
shrinkage=0.1


Tree=7354
num_leaves=31
num_cat=0
split_feature=46 150 150 156 1425 131 1209 1210 1208 1209 1209 1213 42 401 1213 43 391 130 1209 1212 16 1212 129 1182 3 3 402 1446 132 0
split_gain=3.87088e-09 4.69953e-09 5.85873e-09 3.75704e-09 4.62158e-09 3.3164e-09 5.58797e-09 7.24284e-09 5.95767e-09 4.59907e-09 4.29448e-09 4.58648e-09 9.61855e-09 5.97611e-09 5.09219e-08 5.06715e-08 1.3681e-08 6.03145e-09 5.28774e-09 4.89564e-09 3.42346e-08 1.02541e-08 5.0925e-09 8.00211e-09 5.18894e-09 2.10174e-08 1.33552e-08 4.94083e-08 1.58004e-08 1.3145e-07
threshold=-0.052299999999999992 -0.15178999999999995 -0.096234999999999987 0.32523500000000005 0.10129000000000002 0.13767000000000004 0.14268500000000003 0.258635 0.10737500000000001 -0.097919999999999993 -0.087199999999999986 -0.41776999999999992 0.089625000000000024 0.10711000000000001 -0.083944999999999978 -0.0098449999999999979 -0.088134999999999977 0.13302000000000003 -0.076689999999999994 -0.073259999999999978 -0.087989999999999985 -0.009474999999999999 -0.08341999999999998 0.084455000000000016 -0.082234999999999989 -0.081924999999999984 0.089785000000000018 0.083715000000000026 -0.083284999999999984 -0.082394999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 9 -4 -11 12 -12 16 -15 -16 -13 18 -18 20 -20 -21 -23 24 26 -26 28 -28 29 -24
right_child=1 2 3 -5 -6 -7 -8 -9 -10 10 11 13 -14 14 15 -17 17 -19 19 21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-1.3531040817075077e-06 1.2147472773449409e-06 -1.3711929781376029e-06 -1.3962055381062271e-06 1.3434737974464605e-06 -1.3527324786082318e-06 -1.1118958276221327e-06 1.6883173088899641e-06 -1.8854003582191581e-06 1.7441171928567201e-06 1.255909108164945e-06 1.4459327283128227e-07 -2.5388733060286279e-06 -2.4595539670095288e-06 4.5556464608755327e-06 1.6331457375544405e-06 -4.194685612674221e-06 -1.4680582975934442e-06 1.6359167256782912e-06 1.5653929308356851e-06 1.8831361300423546e-06 -2.9299309135113719e-06 1.5382906534517301e-06 -6.8022655523925626e-07 -1.9820834586425918e-06 -2.48756762965109e-06 -3.9333769402000383e-08 -3.4891028449053282e-06 2.5839016946823299e-06 1.5151349120060098e-07 8.245397360052597e-06
leaf_weight=21 32 31 23 21 25 26 20 20 20 28 37 21 23 26 37 25 24 23 32 30 36 22 66 20 36 1350 37 21 966 22
leaf_count=21 32 31 23 21 25 26 20 20 20 28 37 21 23 26 37 25 24 23 32 30 36 22 66 20 36 1350 37 21 966 22
internal_value=0 9.15939e-09 -3.41519e-09 1.05463e-08 1.26533e-09 1.25826e-08 2.24431e-08 1.11299e-08 2.40976e-08 1.22558e-08 2.34961e-08 1.14052e-08 -8.53663e-07 2.99822e-08 8.40978e-07 -7.16786e-07 3.60833e-09 2.34937e-08 9.56213e-09 2.30052e-08 -8.14484e-07 4.51645e-08 2.34562e-08 1.02209e-08 2.61721e-08 -1.02924e-07 1.87078e-07 -1.29026e-06 2.68374e-07 1.55118e-06
internal_weight=0 3100 3068 3037 3016 2991 2965 2945 2925 2905 2882 2854 60 2794 88 62 2706 2685 2662 2638 68 2570 2540 2518 2498 1386 1112 58 1054 88
internal_count=3121 3100 3068 3037 3016 2991 2965 2945 2925 2905 2882 2854 60 2794 88 62 2706 2685 2662 2638 68 2570 2540 2518 2498 1386 1112 58 1054 88
is_linear=0
shrinkage=0.1


Tree=7355
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 132 1185 1203 1209 1209 401 403 0 1209 401 0 42 402 1212 401 3 402 129 402 42 2 402 2 42 52 160 474
split_gain=3.48763e-09 4.64826e-09 3.64295e-09 3.5582e-09 1.35252e-08 9.62649e-09 4.35813e-09 3.54013e-09 6.96455e-09 5.49932e-09 5.28853e-08 1.49319e-08 3.91507e-09 2.68797e-08 1.17058e-08 9.72743e-09 3.70428e-09 3.88451e-08 3.2536e-08 5.01101e-09 1.18786e-08 1.86851e-08 4.77911e-09 4.74078e-09 2.65692e-08 2.42023e-08 3.45459e-08 4.17255e-08 2.79428e-08 2.05158e-08
threshold=0.12461500000000002 0.10737500000000001 -0.097919999999999993 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10691500000000002 -0.087199999999999986 0.13571500000000003 -0.52800499999999995 -0.086234999999999992 -0.067109999999999989 -1.0000000180025095e-35 -0.072594999999999979 0.11747 -0.42321999999999993 -0.089544999999999986 0.11336 -0.078724999999999976 0.10708500000000001 -0.082304999999999975 0.10126500000000001 0.084535000000000013 0.084885000000000002 -0.092414999999999983 0.083995000000000014 0.086325000000000013 -0.014264999999999998 -0.53908999999999996 0.088290000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 -6 9 10 -9 -11 13 14 -13 -14 18 19 22 20 -18 23 -17 25 -25 28 27 -27 -22 -30
right_child=-2 -3 3 4 6 -7 -8 8 -10 11 -12 12 15 -15 -16 16 17 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-1.2565849018479324e-06 -1.3163011004735382e-06 1.3399523868866501e-06 -1.3330738061839855e-07 2.5651739828650276e-06 1.0860495561833736e-06 -2.1492803002561064e-06 1.2822471203603696e-06 2.1703907631628489e-06 -1.7782709702177355e-06 2.751170698047645e-06 -3.8724601169330224e-06 -5.6283233448084505e-07 1.8514376569296945e-06 -2.9982149469780725e-06 2.4740614360429061e-06 -1.566159122690946e-06 2.4343788800251789e-06 -4.2953760842443619e-06 3.8707807062643907e-06 1.2671436437017292e-06 -2.6818858117394487e-06 -2.9137291934685812e-06 2.1306793264051928e-07 -2.9324823387355536e-06 -2.2623728012655053e-08 4.2398052062794922e-06 5.4716657541575851e-06 -1.3144464664505727e-06 3.7457298993245859e-07 -1.6357396589228303e-06
leaf_weight=23 20 26 193 21 30 27 27 28 22 20 30 30 29 31 22 26 20 21 23 32 36 22 36 32 1616 21 20 38 543 56
leaf_count=23 20 26 193 21 30 27 27 28 22 20 30 30 29 31 22 26 20 21 23 32 36 22 36 32 1616 21 20 38 543 56
internal_value=0 8.48547e-09 -2.77247e-09 6.67632e-09 3.67708e-08 -3.80722e-07 1.7882e-08 5.61986e-09 -6.14953e-09 8.12085e-09 -9.55222e-07 2.90161e-08 8.50249e-09 -6.67473e-07 7.22007e-07 3.03251e-08 9.54925e-09 -1.29036e-08 6.58568e-07 2.40143e-08 7.46682e-09 -1.28932e-08 -5.3306e-07 1.41256e-08 -7.91258e-08 2.29361e-07 1.88e-06 6.62491e-07 2.4006e-08 1.86631e-07
internal_weight=0 3101 3075 3052 2832 220 2811 2784 2754 2732 58 2674 2654 83 52 2571 2542 2457 85 2436 2404 2384 62 2362 1648 714 79 59 635 599
internal_count=3121 3101 3075 3052 2832 220 2811 2784 2754 2732 58 2674 2654 83 52 2571 2542 2457 85 2436 2404 2384 62 2362 1648 714 79 59 635 599
is_linear=0
shrinkage=0.1


Tree=7356
num_leaves=31
num_cat=0
split_feature=402 1212 401 1212 43 1213 16 1213 42 42 401 4 52 1212 1209 401 402 133 12 16 403 43 16 1213 1213 403 52 1186 402 394
split_gain=3.30168e-09 4.83575e-09 4.7468e-09 3.88696e-09 2.57445e-08 4.1761e-08 3.53587e-08 5.49685e-09 4.14361e-08 8.93233e-08 3.98314e-08 3.53275e-08 1.12913e-08 1.09315e-08 9.64908e-09 6.51463e-09 8.24095e-09 6.31529e-09 3.76459e-08 8.72403e-09 6.91905e-09 3.51906e-08 2.7647e-08 5.55518e-09 4.85627e-09 1.36463e-08 1.21102e-08 6.23402e-09 6.04438e-09 1.20108e-08
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.09083999999999999 -0.0047449999999999992 -0.09280999999999999 -0.091744999999999979 -0.084954999999999989 0.086950000000000013 0.087825000000000014 0.11135000000000002 -0.082594999999999988 0.085815000000000016 -0.063924999999999996 -0.084519999999999984 -0.46360499999999999 -0.45454999999999995 0.41553500000000004 0.097575000000000009 -0.073849999999999985 -0.53255499999999989 -0.041049999999999996 -0.014754999999999999 -0.14366999999999999 0.099360000000000018 -0.014954999999999998 0.088785000000000017 -0.13028499999999998 0.10686000000000002 -0.10421499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 8 11 -10 13 12 -5 -9 -15 -16 -17 20 -19 -20 21 -18 -23 -11 27 26 -26 -22 29 -29
right_child=-2 -3 -4 7 6 -7 -8 10 9 23 -12 -13 -14 14 15 16 17 18 19 -21 24 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=3.9295044883680891e-07 1.2496528662658032e-06 -1.5208007317553331e-06 1.4027049366186854e-06 -4.3682073032869089e-07 3.614508262671734e-06 -5.8550451137762137e-06 -1.0577658809759907e-06 1.7212001042738651e-06 7.8811236563968215e-06 1.0056683584025449e-06 -4.4649049675626884e-06 -3.0832061778901811e-06 2.669457969452858e-06 -1.9648301640700085e-06 -1.7893431595439327e-06 1.6173598964996929e-06 -2.423833714999546e-06 -4.0147341155716279e-06 -5.4485598411702095e-07 2.4087911265269213e-06 1.7827205892828602e-06 4.9234011119854894e-06 -1.107860134652583e-07 -1.3512737677956465e-06 -3.8887877298503348e-07 1.216158429170636e-06 -3.6619343507027222e-06 -1.5710808612586409e-06 1.6600705924412811e-06 2.6682214355566533e-08
leaf_weight=23 21 21 24 25 25 20 46 37 21 20 20 38 22 25 20 32 20 25 20 20 20 24 20 20 26 22 20 48 22 2374
leaf_count=23 21 21 24 25 25 20 46 37 21 20 20 38 22 25 20 32 20 25 20 20 20 24 20 20 26 22 20 48 22 2374
internal_value=0 -8.47253e-09 1.84214e-09 -9.163e-09 -5.82084e-07 -2.51309e-06 5.87401e-07 1.30447e-08 6.11214e-07 2.59986e-06 -1.82013e-08 -8.15933e-07 1.01718e-06 1.3847e-08 -9.22531e-09 8.79537e-09 2.21495e-08 2.96625e-09 -9.7061e-07 9.31968e-07 2.73432e-08 1.05421e-06 2.63513e-06 -1.72803e-07 1.38768e-09 -8.32265e-07 -1.81195e-06 2.43943e-08 1.00054e-08 -4.98278e-09
internal_weight=0 3100 3079 3055 114 43 71 2941 146 61 2795 85 47 2775 2738 2713 2693 2661 65 40 2596 64 44 40 2532 68 46 2464 2444 2422
internal_count=3121 3100 3079 3055 114 43 71 2941 146 61 2795 85 47 2775 2738 2713 2693 2661 65 40 2596 64 44 40 2532 68 46 2464 2444 2422
is_linear=0
shrinkage=0.1


Tree=7357
num_leaves=31
num_cat=0
split_feature=1211 1186 129 1184 394 132 1203 1211 133 50 1211 1212 401 2 133 3 1210 1213 1212 1212 402 43 4 1213 1210 1210 15 1210 1210 50
split_gain=3.44749e-09 3.33971e-09 6.6955e-09 6.55743e-09 5.09158e-09 4.66834e-09 9.1981e-08 6.64027e-08 9.87289e-08 1.40647e-08 1.34699e-08 1.45829e-08 5.07719e-09 1.65646e-08 1.02906e-08 2.21733e-08 6.35979e-09 5.78848e-09 4.00543e-08 2.63517e-08 1.95281e-08 7.97506e-09 9.99688e-09 1.47001e-08 6.82599e-09 9.86875e-09 2.63116e-08 1.32913e-08 6.46974e-09 6.59614e-09
threshold=0.12463 0.090275000000000008 -0.077709999999999987 0.088135000000000019 -0.09095499999999998 -0.083284999999999984 0.089165000000000008 0.11048500000000001 -0.020859999999999997 0.10022000000000002 0.087635000000000005 0.10083000000000002 -0.06959499999999999 0.091895000000000018 0.51114000000000004 -0.085709999999999995 0.24726500000000004 -0.090764999999999985 -0.089544999999999986 -0.084689999999999988 -0.0044849999999999985 0.0034250000000000005 -0.078629999999999992 -0.24064499999999997 -0.13847499999999999 -0.079504999999999978 0.084905000000000022 -0.064344999999999999 -0.011179999999999997 0.083090000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 6 9 10 -9 -4 12 -12 13 -7 16 -16 17 20 -19 -20 -14 22 23 -22 -21 26 -26 -27 -29 -30
right_child=-2 4 3 -5 -6 7 -8 8 -10 -11 11 -13 14 -15 15 -17 -18 18 19 24 21 -23 -24 -25 25 27 -28 28 29 -31
leaf_value=-1.3597558505180869e-06 1.0493049781842039e-06 1.9249081134375955e-06 3.0434497018582979e-08 1.7983948941946438e-06 -2.7966607035523339e-07 -1.0478521875256776e-06 6.7111475410846258e-06 -9.0991903721260312e-06 3.2715692077545101e-07 -2.780350812940924e-06 2.9367545586467259e-06 -4.0775220316969689e-07 -3.1265804411672297e-06 2.8871559864099888e-06 7.5138845031255012e-07 -3.7914568503600258e-06 1.6071863444248419e-06 3.4159587468205725e-06 -3.6552496908370814e-06 1.3019066238065045e-06 -1.0868946995695548e-06 1.3424272153848695e-06 -1.8432883910198446e-06 2.4371705558223768e-06 6.1530528490458477e-07 2.38885837071077e-06 -4.2091813133993131e-06 -1.3571097778392668e-06 -8.5655124086840777e-08 3.6281602731270101e-07
leaf_weight=37 31 22 162 20 20 20 21 20 25 20 32 22 26 23 21 22 24 34 20 39 29 29 36 20 26 23 20 36 1842 399
leaf_count=37 31 22 162 20 20 20 21 20 25 20 32 22 26 23 21 22 24 34 20 39 29 29 36 20 26 23 20 36 1842 399
internal_value=0 -1.053e-08 -2.27337e-08 -6.30405e-09 8.75111e-07 -1.83716e-08 4.44618e-07 -5.20828e-08 -3.86233e-06 -2.78443e-07 1.04258e-08 1.57418e-06 -2.09772e-08 1.05692e-06 -3.8494e-08 -1.57286e-06 -1.31472e-08 -2.82259e-08 7.66745e-09 -4.05163e-08 -6.5354e-07 -8.95134e-08 -5.78058e-07 3.51499e-07 -1.02041e-08 -3.20166e-08 -1.4823e-06 -3.01102e-09 -2.71713e-08 -5.80685e-09
internal_weight=0 3090 3048 3011 42 2991 203 2788 45 182 2743 54 2689 43 2646 43 2603 2579 2439 2405 140 114 85 49 2385 2346 46 2300 2277 2241
internal_count=3121 3090 3048 3011 42 2991 203 2788 45 182 2743 54 2689 43 2646 43 2603 2579 2439 2405 140 114 85 49 2385 2346 46 2300 2277 2241
is_linear=0
shrinkage=0.1


Tree=7358
num_leaves=31
num_cat=0
split_feature=1213 132 394 1203 131 131 480 481 129 42 42 16 13 13 484 42 13 480 133 42 4 1373 150 1373 150 1374 150 150 43 448
split_gain=3.378e-09 3.2082e-09 1.21108e-08 1.2015e-08 3.93614e-09 2.33143e-08 2.05078e-08 6.26413e-08 9.98416e-09 1.14878e-08 1.2021e-08 9.59281e-09 1.40599e-08 1.94773e-08 1.64286e-08 1.20502e-08 9.56219e-09 7.49707e-09 6.87689e-09 8.18134e-09 6.13972e-09 5.7485e-09 2.30621e-08 1.21842e-08 1.21297e-08 7.86709e-09 6.74087e-09 1.76041e-08 1.99551e-08 2.92265e-08
threshold=0.51258500000000007 -0.083174999999999985 0.090335000000000013 0.089005000000000015 0.090690000000000007 0.090175000000000019 0.11191000000000002 -0.0050099999999999988 0.080675000000000011 -0.092459999999999987 -0.088934999999999986 -0.40995499999999996 -0.077944999999999987 -0.081029999999999977 -0.0087999999999999988 0.095565000000000011 -0.069964999999999986 0.10344000000000002 0.51279500000000011 -0.062154999999999995 -0.014149999999999998 0.085550000000000015 0.090480000000000019 1.0000000180025095e-35 0.13755000000000003 -0.035729999999999991 0.12083000000000001 0.098740000000000008 -0.088704999999999992 -0.050549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 17 -8 9 -6 -11 -12 13 20 -14 16 -16 21 19 -18 -13 23 -23 24 25 -3 27 -27 -29 -30
right_child=-2 2 -4 -5 8 -7 7 -9 -10 10 11 12 14 -15 15 -17 18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-1.0148575101381469e-07 1.2074307110394686e-06 1.4503728620083066e-06 1.985174349321765e-06 -2.3522969429366101e-06 2.5894787701948491e-06 -3.2872095028386122e-06 6.2239079579740072e-06 -1.5087506281733198e-06 -1.3170856765795821e-06 -1.9914100058875714e-06 -9.5977239501128992e-07 -3.1866309484485101e-07 -2.2787441104771028e-06 4.5254121687321456e-06 -1.843121253841673e-06 2.459007728715181e-06 2.6119119648564783e-06 -1.7780364369173187e-06 -9.8312661921660227e-07 2.5552668686453594e-07 1.7834159593528029e-06 -2.988189917069966e-06 1.3956938433000773e-06 2.1808449719173953e-06 -2.3755778370700273e-06 -8.8866312011394635e-10 1.4494953453928854e-06 1.021575379127171e-06 2.14436785280928e-07 -3.9768009566071162e-06
leaf_weight=195 23 36 31 27 24 22 20 22 34 21 39 24 23 20 20 28 23 25 21 41 33 28 21 25 22 2149 30 25 28 41
leaf_count=195 23 36 31 27 24 22 20 22 34 21 39 24 23 20 20 28 23 25 21 41 33 28 21 25 22 2149 30 25 28 41
internal_value=0 -8.95763e-09 1.93154e-08 -3.75233e-07 -2.10524e-09 -4.62317e-08 -1.73881e-08 2.17347e-06 3.11432e-07 4.86099e-07 3.13809e-07 4.91785e-07 7.3475e-07 1.84043e-06 1.88997e-07 6.1575e-07 1.24214e-07 -5.52547e-08 5.87117e-07 1.10235e-06 8.9833e-07 -3.73464e-08 -1.10938e-06 -1.50502e-08 -3.86012e-08 -1.63346e-08 -3.95645e-08 -5.94806e-08 -1.39899e-06 -2.27601e-06
internal_weight=0 3098 2876 222 2845 2494 2472 42 351 317 293 272 233 77 156 133 105 2430 85 64 57 2405 49 2356 2331 2309 2273 2243 94 69
internal_count=3121 3098 2876 222 2845 2494 2472 42 351 317 293 272 233 77 156 133 105 2430 85 64 57 2405 49 2356 2331 2309 2273 2243 94 69
is_linear=0
shrinkage=0.1


Tree=7359
num_leaves=31
num_cat=0
split_feature=1429 1420 475 475 1420 475 475 484 156 484 1372 474 474 52 474 3 12 52 475 160 16 16 12 133 133 15 42 159 1 15
split_gain=3.2104e-09 7.35314e-09 6.49981e-09 1.04517e-08 9.63837e-09 4.19794e-09 4.86265e-09 4.27982e-08 5.7579e-08 5.61833e-08 1.5029e-08 4.88755e-09 2.02039e-08 3.19725e-08 2.00604e-08 1.80956e-08 1.87567e-08 4.54508e-08 1.2686e-08 8.48428e-09 4.86758e-09 1.57361e-08 3.347e-08 1.07548e-08 2.50704e-08 1.0003e-08 8.54163e-09 1.67532e-08 1.13832e-08 3.36846e-08
threshold=0.12521000000000002 -0.086589999999999986 -0.50059999999999982 -0.24431999999999998 1.0000000180025095e-35 -0.10664 -0.085719999999999977 0.086135000000000017 0.087610000000000007 -0.081614999999999979 -0.081219999999999987 0.08708500000000001 0.089435000000000014 -0.023194999999999997 0.085860000000000006 0.084940000000000015 0.10149500000000002 -0.53447999999999996 -0.072374999999999981 -0.077609999999999985 0.15891500000000003 0.22339500000000004 0.090345000000000023 0.089595000000000022 0.099660000000000012 -0.053579999999999996 0.094365000000000018 0.03981500000000001 0.096125000000000016 -0.069954999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 9 -7 -8 14 13 -13 20 16 17 -14 19 -19 -12 22 -22 26 -25 -26 27 28 29 -23
right_child=-2 2 3 4 -6 6 10 -9 -10 -11 11 12 15 -15 -16 -17 -18 18 -20 -21 21 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-1.8730232536004871e-06 1.2629028975652548e-06 1.8014603176652601e-06 -1.8645161342571253e-06 -1.3491448863365092e-06 2.1992252470681707e-06 1.3108220028615589e-06 -2.4568208268647142e-06 4.5674732275942507e-06 3.8696167085358214e-06 -5.5555340063270152e-06 4.5421713304221425e-08 4.7510793419860425e-06 5.3459340642803e-06 -3.5879688103553544e-07 -3.1862718969932757e-06 -2.2416796780582389e-06 -1.8542302657108069e-06 5.9260765703164418e-07 1.9294790256481064e-06 -1.8227962190201542e-06 6.7029468169721446e-07 -1.8253407577143815e-06 -5.1150338003935763e-06 -3.3309436794811078e-06 -1.1259041214502345e-06 1.8896605442106113e-06 1.313255002060032e-06 -2.7650237219252935e-06 -5.2872832972806312e-07 2.8137051913448531e-06
leaf_weight=21 20 20 30 23 20 22 25 22 21 26 2294 25 20 24 20 31 28 26 25 33 20 24 20 31 22 22 55 21 85 45
leaf_count=21 20 20 30 23 20 22 25 22 21 26 2294 25 20 24 20 31 28 26 25 33 20 24 20 31 22 22 55 21 85 45
internal_value=0 -8.14198e-09 4.57312e-09 -7.17124e-09 1.12183e-08 -3.31994e-09 7.04296e-09 7.26819e-07 -4.97737e-07 -2.40845e-06 -1.55743e-08 5.68348e-09 4.67767e-07 2.24828e-06 -3.1158e-08 -6.74806e-08 4.43127e-07 1.06165e-06 4.15774e-08 -7.58381e-07 -7.24661e-09 -3.57453e-07 -2.22237e-06 -1.12874e-07 -1.15275e-06 3.81878e-07 2.26218e-07 -1.15422e-07 2.45887e-07 1.20012e-06
internal_weight=0 3101 3080 3060 3030 3010 2987 91 69 48 2896 2871 212 49 2659 163 132 104 84 59 2639 345 40 305 75 44 230 175 154 69
internal_count=3121 3101 3080 3060 3030 3010 2987 91 69 48 2896 2871 212 49 2659 163 132 104 84 59 2639 345 40 305 75 44 230 175 154 69
is_linear=0
shrinkage=0.1


Tree=7360
num_leaves=31
num_cat=0
split_feature=1208 483 1 482 484 482 484 13 482 43 4 11 9 3 33 480 480 481 2 159 42 1447 481 1446 50 132 1211 403 50 12
split_gain=3.19727e-09 2.93212e-09 1.00926e-08 7.32902e-09 7.00002e-09 4.13597e-09 1.66774e-08 3.24107e-08 1.5939e-08 1.51698e-08 7.71816e-09 6.35579e-09 9.06311e-09 2.03925e-08 8.61201e-09 6.27159e-09 5.74792e-09 7.37504e-09 3.43927e-08 2.87771e-08 8.70056e-08 3.18569e-08 1.16855e-08 6.35675e-09 4.29071e-09 6.10069e-08 7.86563e-08 3.36088e-08 3.0532e-08 1.74735e-08
threshold=0.12461500000000002 0.12325000000000001 0.096325000000000008 0.11524000000000002 0.26538000000000006 0.089605000000000018 0.090535000000000018 -0.077799999999999994 0.087425000000000017 -0.077319999999999986 0.62931500000000018 -0.011194999999999998 0.091600000000000015 -0.13309499999999996 -1.0000000180025095e-35 0.11191000000000002 0.106725 -0.081614999999999979 0.083715000000000026 -0.025879999999999997 0.086325000000000013 -0.084334999999999979 -0.079764999999999989 -0.073109999999999994 0.090630000000000016 -0.083284999999999984 0.11048500000000001 -0.065924999999999997 0.089915000000000009 0.09334000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 8 7 9 10 -7 11 -1 14 -14 -13 16 17 18 -16 20 -20 -21 -19 -24 28 -26 27 29 -25 -27
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 -11 -12 12 13 -15 15 -17 -18 22 19 21 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=1.6900662938931657e-06 -1.260318038589503e-06 -1.803575203453103e-06 1.0432872079491062e-06 1.6313687735549009e-06 -1.8133708029684687e-06 4.910273031118078e-07 -2.4166689647298719e-06 3.5659295116645465e-06 2.7223131292492494e-06 -3.0768703719662549e-06 -1.8897166975356024e-06 1.971256886759336e-06 1.0641289583190882e-06 -3.1488274207394743e-06 3.3932944824578546e-06 1.3779422904663616e-06 -1.6777025723513362e-06 -2.3637000216088683e-06 1.6539188262261936e-06 4.6024964512980662e-06 -6.6255636356386688e-06 -5.4992616658940583e-07 1.7807129103175613e-06 -2.5791585528463148e-08 4.8822050858790238e-06 5.1951446766906888e-06 -5.1339800553559407e-06 2.7665906956868146e-09 -3.8575017350965592e-06 1.0150140792575257e-06
leaf_weight=23 20 33 20 28 21 26 34 21 22 22 21 23 20 27 36 34 20 21 30 20 22 30 20 2136 27 20 28 275 21 20
leaf_count=23 20 33 20 28 21 26 34 21 22 22 21 23 20 27 36 34 20 21 30 20 22 30 20 2136 27 20 28 275 21 20
internal_value=0 8.12394e-09 -7.29288e-07 2.09464e-08 6.01531e-09 1.87553e-08 -6.03948e-07 2.89277e-07 4.09025e-08 -1.14426e-06 2.03768e-08 3.44363e-08 2.09807e-08 -1.35608e-06 4.42368e-08 2.81783e-08 1.13434e-08 2.38271e-08 7.35985e-07 -2.01889e-07 -1.84894e-06 1.51104e-06 -1.4443e-08 4.92657e-09 -9.12793e-09 3.05492e-07 -5.47739e-08 3.96711e-07 -6.30961e-08 3.10508e-06
internal_weight=0 3101 53 3048 3020 2999 103 69 2896 48 2874 2853 2830 47 2783 2760 2726 2706 138 102 52 50 2568 2547 2527 370 343 315 2157 40
internal_count=3121 3101 53 3048 3020 2999 103 69 2896 48 2874 2853 2830 47 2783 2760 2726 2706 138 102 52 50 2568 2547 2527 370 343 315 2157 40
is_linear=0
shrinkage=0.1


Tree=7361
num_leaves=31
num_cat=0
split_feature=1211 43 1185 403 3 403 403 1210 1213 402 43 402 133 133 133 403 1213 403 403 403 4 131 131 480 481 1456 131 159 2 131
split_gain=4.56092e-09 7.33268e-09 3.90828e-09 4.01978e-09 3.90396e-08 1.0439e-08 7.14878e-09 4.24656e-09 4.14794e-09 5.18141e-09 2.34242e-08 9.73193e-09 1.19099e-08 1.38716e-08 1.31882e-08 1.04758e-08 6.15261e-09 3.83188e-09 1.11015e-08 1.1017e-08 9.64243e-09 4.4144e-09 1.87477e-08 1.6279e-08 5.96491e-08 9.5247e-09 1.88025e-08 2.09424e-08 1.27885e-08 1.43314e-08
threshold=0.11716500000000001 0.062770000000000006 -0.10973499999999999 -0.55049499999999985 -0.085784999999999986 -0.54448499999999989 -0.5335399999999999 -0.3960249999999999 0.18587500000000004 -0.45015499999999992 0.05259500000000001 -0.41596499999999997 0.41553500000000004 0.31382500000000008 0.26753000000000005 -0.34918499999999997 0.099360000000000018 -0.090774999999999981 -0.092894999999999991 -0.088144999999999987 -0.082349999999999993 0.090690000000000007 0.090175000000000019 0.11191000000000002 -0.0050099999999999988 -0.065759999999999985 0.11793000000000002 -0.098904999999999979 0.082850000000000021 0.097925000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -5 -7 -8 9 10 -9 -11 13 14 15 -13 17 18 20 -19 -17 22 23 -21 -25 -23 27 -27 29 -29
right_child=1 -3 3 5 -6 6 7 8 -10 11 -12 12 -14 -15 -16 16 -18 19 -20 21 -22 25 -24 24 -26 26 -28 28 -30 -31
leaf_value=-1.4092292936140894e-06 1.8354461472738699e-06 -5.9114849250363476e-07 4.3047710488508529e-06 -2.298558820257313e-06 -1.3990021792172532e-06 1.6776132597442484e-06 -1.4375040076889233e-06 6.6562054197305547e-07 1.1044218433308937e-06 2.0900823957700515e-06 -3.6969657855934205e-06 2.0380139276312547e-06 -1.9395783333209239e-06 2.5610937113708044e-06 -2.5152456330380075e-06 -8.2808606862272436e-07 -1.5204344966453695e-06 -1.9329939361038365e-06 2.6433699742613373e-06 -5.6064688802198804e-08 1.2851973517507232e-06 2.2912236033789671e-06 -2.9532964829699767e-06 5.8630375929169534e-06 -1.7677487259485741e-06 3.5330727719101997e-06 -2.1789600897795153e-06 4.9775926757853141e-07 1.298893891710229e-06 -1.870054499390635e-06
leaf_weight=20 33 20 20 20 30 25 21 32 33 22 20 25 32 21 21 50 27 30 21 2254 38 24 22 20 21 21 29 61 64 44
leaf_count=20 33 20 20 20 30 25 21 32 33 22 20 25 32 21 21 50 27 30 21 2254 38 24 22 20 21 21 29 61 64 44
internal_value=0 9.1975e-07 -1.58867e-08 -6.74405e-09 8.82507e-07 -2.15748e-08 -6.28275e-09 -2.05386e-08 -1.03898e-08 -2.30799e-08 -1.0123e-06 -5.01203e-09 -2.13278e-08 6.5e-10 -1.87473e-08 3.09938e-10 -1.83777e-08 -3.3516e-09 5.77468e-07 -2.77953e-08 8.44681e-08 -5.4688e-09 -4.7995e-08 -2.01446e-08 1.95459e-06 4.00017e-07 1.92762e-07 5.54761e-07 1.84675e-07 -4.94467e-07
internal_weight=0 53 3068 3048 50 2998 2978 2953 2932 2899 52 2847 2825 2793 2772 2751 2726 2699 109 2590 88 2560 2317 2295 41 243 219 190 169 105
internal_count=3121 53 3068 3048 50 2998 2978 2953 2932 2899 52 2847 2825 2793 2772 2751 2726 2699 109 2590 88 2560 2317 2295 41 243 219 190 169 105
is_linear=0
shrinkage=0.1


Tree=7362
num_leaves=31
num_cat=0
split_feature=1211 50 1 1186 393 16 3 1213 1213 402 1210 401 1213 1212 1212 1212 402 401 1184 390 12 12 3 12 1209 1213 402 393 402 159
split_gain=4.10613e-09 1.55915e-08 1.08067e-08 6.78048e-09 5.94888e-09 5.91366e-09 1.24855e-08 4.04541e-09 7.75831e-09 4.08348e-09 6.26103e-09 6.25081e-09 5.07052e-09 3.0241e-08 2.94645e-08 2.07822e-08 1.73232e-08 6.31167e-09 1.59786e-08 9.12152e-09 5.70894e-09 6.64797e-09 7.93417e-09 6.44325e-09 5.3187e-09 6.12587e-09 6.52662e-09 4.52653e-09 9.00495e-09 1.00239e-08
threshold=0.087635000000000005 0.096900000000000014 0.088135000000000005 -0.095479999999999982 0.10856500000000001 -0.087659999999999988 -0.082404999999999992 0.23509000000000002 0.12439000000000001 -0.45015499999999992 0.24726500000000004 -0.099524999999999988 -0.090764999999999985 -0.089544999999999986 -0.087464999999999987 -0.030914999999999995 -0.0044849999999999985 0.10632500000000002 0.088135000000000019 0.087590000000000015 0.095330000000000012 0.090345000000000023 -0.081574999999999995 0.085565000000000016 -0.084519999999999984 0.091280000000000014 0.10565000000000001 0.092175000000000021 0.088375000000000023 0.03981500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 7 6 -2 8 9 -5 11 -11 16 -14 -15 -16 -13 18 19 24 21 22 23 -18 -17 26 27 28 -26 -30
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 -12 12 13 14 15 17 20 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-1.5216364086730514e-06 -4.2068654920512932e-07 2.5494372797159791e-06 -2.0020256370530249e-06 -1.0733629253352135e-06 1.3044781834490578e-06 -2.0158755995974638e-07 3.070483853120788e-06 -1.4089082079798183e-06 1.9467959532448732e-06 -1.6712274887338382e-06 1.6272145686620524e-06 -2.8738130007847456e-06 2.8173644391484376e-06 -3.8476914050988857e-06 3.2164303837589619e-06 -1.5145151868030858e-06 7.4780797129515918e-09 1.4471565926289164e-06 -2.7834836471031722e-06 1.8497682652615858e-06 -1.6353276612335324e-06 1.596588846880947e-06 8.3802967373464303e-07 -2.4152528962553163e-06 -4.2536169237598838e-08 1.4520724142081627e-06 -1.8345670991948281e-06 -1.4823257699736999e-06 1.9094719581684035e-06 -5.512656916835113e-07
leaf_weight=30 20 30 22 37 34 58 21 21 20 23 23 27 38 20 20 24 23 29 21 26 20 26 37 21 2307 28 20 21 49 25
leaf_count=30 20 30 22 37 34 58 21 21 20 23 23 27 38 20 20 24 23 29 21 26 20 26 37 21 2307 28 20 21 49 25
internal_value=0 5.08695e-07 2.72552e-09 -2.58654e-08 -1.06024e-08 4.48226e-07 1.36747e-06 -2.59887e-08 -1.59224e-08 -2.96238e-08 -1.59681e-08 -2.94416e-08 -1.58682e-08 1.68128e-08 -2.42764e-08 5.47782e-09 -5.73568e-07 -1.97061e-08 -3.658e-08 -1.3506e-08 -8.45391e-08 2.05328e-07 -2.4125e-07 -1.14883e-06 -3.30877e-08 -1.85758e-08 -3.55775e-08 -2.05984e-08 -7.7062e-09 1.07814e-06
internal_weight=0 151 121 2970 2940 99 41 2906 2885 2865 2828 2805 2782 2628 2590 2570 154 2550 2521 2500 127 107 81 44 2474 2450 2422 2402 2381 74
internal_count=3121 151 121 2970 2940 99 41 2906 2885 2865 2828 2805 2782 2628 2590 2570 154 2550 2521 2500 127 107 81 44 2474 2450 2422 2402 2381 74
is_linear=0
shrinkage=0.1


Tree=7363
num_leaves=31
num_cat=0
split_feature=483 12 482 484 1212 16 15 1213 1213 1210 1213 403 52 1212 52 42 1212 52 1210 1210 133 1213 1213 1213 1210 42 1208 1211 43 401
split_gain=3.71463e-09 9.68733e-09 6.02537e-09 5.76635e-09 3.45234e-09 2.49449e-08 2.31273e-08 7.1638e-09 6.35943e-09 4.61195e-08 3.11195e-08 1.49918e-08 2.1604e-08 3.06213e-08 1.17323e-08 7.71788e-09 6.98294e-09 1.08218e-08 6.08173e-09 9.39399e-09 2.09476e-08 6.21169e-09 1.12917e-08 1.42499e-08 1.09371e-08 6.77331e-08 8.3684e-09 5.71244e-09 1.68609e-08 8.96186e-09
threshold=0.12325000000000001 0.094435000000000005 0.11524000000000002 0.26538000000000006 -0.09083999999999999 -0.092484999999999984 0.085465000000000013 -0.092319999999999985 -0.084774999999999989 -0.094799999999999982 -0.082704999999999987 -0.085729999999999987 0.086275000000000004 0.086995000000000017 0.0031350000000000002 0.087995000000000004 -0.063924999999999996 0.086965000000000015 -0.13847499999999999 -0.079504999999999978 -0.0036349999999999998 -0.077179999999999985 -0.0068949999999999992 -0.020279999999999996 -0.00046999999999999993 0.090990000000000015 0.10837500000000001 0.11048500000000001 0.05259500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 -8 9 -6 -10 -11 14 -14 15 -13 17 -12 -18 20 -20 -21 23 -23 25 -24 27 29 -29 -26
right_child=1 -3 -4 -5 8 6 7 -9 10 11 16 12 13 -15 -16 -17 18 -19 19 21 -22 22 24 -25 26 -27 -28 28 -30 -31
leaf_value=-3.0249478697896849e-06 -2.3740858690347446e-06 3.5373276811393833e-07 1.4745766312630946e-06 -1.6504422416931319e-06 5.1401131227635241e-06 2.7058374407878159e-06 5.8556350211347311e-08 -1.9628346304098497e-06 -3.3171874096841038e-06 -2.1598268696939508e-06 -2.8496423800044628e-07 -1.0369132363485317e-06 -5.1707036783971656e-07 4.6479734839029641e-06 -2.5259615928131428e-06 1.5265571164491121e-06 1.2526773156050463e-06 2.851597673725337e-06 8.4412677923947669e-07 1.4755417550241905e-06 -3.38679015541743e-06 -2.9040493674928055e-07 -1.9499462832754945e-06 -3.353955108567871e-06 -2.0476495516656239e-06 5.7537589230248291e-06 -1.7739648023087703e-06 3.2955122537714487e-06 -6.7453874818135739e-07 2.7448447879285281e-08
leaf_weight=30 23 30 28 21 20 28 50 27 28 26 22 23 22 24 22 24 39 22 22 29 25 49 25 22 21 21 26 20 23 2329
leaf_count=30 23 30 28 21 20 28 50 27 28 26 22 23 22 24 22 24 39 22 22 29 25 49 25 22 21 21 26 20 23 2329
internal_value=0 -8.30038e-07 1.43445e-08 8.94947e-10 1.23816e-08 -4.81879e-07 2.44712e-07 -6.50243e-07 3.55179e-08 6.4621e-07 -5.8985e-10 8.7768e-09 4.9907e-07 2.17774e-06 -6.2004e-07 2.72093e-07 3.38683e-08 1.28332e-06 1.31306e-08 -5.37721e-09 -1.40636e-06 2.02938e-08 3.6526e-09 -1.23967e-06 3.94644e-08 1.56696e-06 1.04173e-08 2.98047e-08 1.172e-06 8.90502e-09
internal_weight=0 53 3068 3040 3019 135 105 77 2884 161 2723 141 115 46 69 47 2695 44 2651 2612 47 2565 2536 71 2465 46 2419 2393 43 2350
internal_count=3121 53 3068 3040 3019 135 105 77 2884 161 2723 141 115 46 69 47 2695 44 2651 2612 47 2565 2536 71 2465 46 2419 2393 43 2350
is_linear=0
shrinkage=0.1


Tree=7364
num_leaves=31
num_cat=0
split_feature=480 483 483 483 52 16 15 4 484 475 150 484 1 133 51 1 133 484 49 15 1366 13 123 46 50 50 47 47 47 456
split_gain=3.48538e-09 3.50742e-09 8.91806e-09 7.17212e-09 1.60786e-08 2.18169e-08 7.58319e-09 9.16481e-09 5.63725e-09 2.70943e-08 2.86474e-08 1.97921e-08 1.58714e-08 3.0098e-08 3.45551e-08 1.51417e-08 1.50575e-08 9.53148e-09 9.15752e-09 2.11348e-08 7.44312e-09 7.2664e-09 6.2862e-09 7.53979e-09 1.4745e-08 1.57042e-08 8.84459e-09 4.12181e-08 1.66482e-08 6.63616e-09
threshold=0.11704500000000002 0.13622000000000004 0.12325000000000001 0.10083000000000002 0.12445000000000002 -0.032969999999999992 -0.56020999999999987 0.6227450000000001 0.085790000000000019 -0.085774999999999976 0.10874500000000002 0.073690000000000019 0.085475000000000009 0.090445000000000011 -0.085534999999999986 0.093575000000000019 0.076280000000000014 0.058970000000000009 0.091005000000000016 -0.016799999999999995 -0.082814999999999986 -0.082199999999999981 0.11679000000000002 0.10253500000000002 0.13612500000000002 0.14262000000000002 0.092165000000000011 0.09585500000000001 0.089785000000000018 -0.085409999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1 8 11 -10 12 17 13 14 -11 -14 -13 20 19 -16 -8 -21 23 24 26 -26 28 -28 29 -22
right_child=-2 -3 -4 4 -6 -7 7 -9 9 10 -12 16 15 -15 18 -17 -18 -19 -20 21 22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-1.4733086774754158e-06 -9.9230873658484591e-07 1.3312225837580626e-06 -2.0035008245403414e-06 -2.7418378908805608e-06 2.8351113212857886e-06 1.2414787776875033e-06 1.5715053351073039e-06 1.9138803618261593e-06 -3.3980069182299692e-06 -5.2368066064900636e-06 3.5136081976361312e-06 7.5602201275633738e-07 3.1257182780564111e-06 2.18260235333614e-06 -4.03069987095521e-06 -2.5856440178911155e-07 4.0218612144826695e-06 -2.1335381634777326e-06 1.0099475764491217e-06 1.234607930200582e-06 1.4911680960361491e-06 -1.4287336360515233e-06 1.4023717734480376e-06 -1.917292502184864e-06 3.870590019801057e-06 3.9143648554391286e-08 -4.6503876824960144e-06 -1.9437802236520646e-07 2.8176314290682233e-06 -3.1694484502833401e-08
leaf_weight=35 35 20 22 20 29 44 30 25 28 23 20 48 20 23 21 39 20 21 20 20 29 21 31 21 20 23 23 213 21 2156
leaf_count=35 35 20 22 20 29 44 30 25 28 23 20 48 20 23 21 39 20 21 20 20 29 21 31 21 20 23 23 213 21 2156
internal_value=0 1.12439e-08 2.63352e-09 1.71325e-08 8.81791e-07 -3.30768e-09 -1.0117e-08 7.44536e-09 -9.04059e-09 -4.78491e-07 -8.35805e-08 3.24959e-08 -4.68307e-07 -1.09378e-06 -1.81146e-06 8.8865e-07 1.71656e-06 -1.17532e-08 -8.50695e-07 -1.4509e-06 5.60461e-09 -1.29543e-07 -1.29121e-08 -3.04197e-08 -1.44742e-08 1.82121e-06 -4.6798e-08 -6.2865e-07 1.54492e-08 -1.14826e-08
internal_weight=0 3086 3066 3044 93 64 2951 2916 2891 235 207 2656 187 128 105 59 68 2588 82 62 2567 41 2537 2506 2485 43 2442 236 2206 2185
internal_count=3121 3086 3066 3044 93 64 2951 2916 2891 235 207 2656 187 128 105 59 68 2588 82 62 2567 41 2537 2506 2485 43 2442 236 2206 2185
is_linear=0
shrinkage=0.1


Tree=7365
num_leaves=31
num_cat=0
split_feature=46 44 97 34 104 34 9 10 10 4 2 4 4 4 4 50 151 2 3 16 2 147 2 15 2 40 47 1366 43 43
split_gain=3.41774e-09 1.07211e-08 3.75703e-09 9.8833e-09 1.08843e-08 8.96953e-09 1.31942e-08 2.79293e-08 7.45148e-09 1.15662e-07 1.15088e-08 3.92069e-09 3.58858e-08 3.57071e-08 1.60906e-08 1.36376e-08 1.39086e-08 1.1388e-08 2.29911e-08 3.041e-08 1.53459e-08 1.94729e-08 1.37008e-08 1.35762e-08 1.23598e-08 9.31953e-09 8.03927e-09 7.91366e-09 7.88329e-09 1.91513e-08
threshold=0.084955000000000017 0.10049500000000001 -0.086464999999999986 -0.08786999999999999 0.083745000000000014 -0.057544999999999992 0.091600000000000015 0.094860000000000014 -0.0093599999999999985 0.053180000000000012 -0.0091949999999999983 0.056795000000000005 0.053180000000000012 0.04735000000000001 0.058735000000000009 -0.23965499999999998 0.092070000000000013 0.10327000000000001 -0.070649999999999977 -0.11227499999999999 0.10644500000000001 0.088610000000000008 0.11293500000000002 -0.040804999999999994 0.11682500000000001 -0.050459999999999998 0.12431000000000002 -0.083699999999999983 -0.09002499999999998 -0.091274999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 8 -8 9 -7 -10 12 13 27 -13 -16 17 18 23 -20 -19 22 -22 -17 -24 -26 -27 -12 29 -29
right_child=1 -3 3 4 -6 6 7 -9 10 -11 11 14 -14 -15 15 16 -18 20 19 -21 21 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=-1.2862276140940991e-06 2.6011475921450258e-06 -4.5357741479771605e-07 1.5993081710145196e-06 1.8416542584549672e-06 -2.2922267622301924e-06 -2.5505177304044732e-06 -4.4079464820307681e-06 4.1641180642061824e-07 -1.9357757852753089e-06 6.4627369861606602e-06 -1.9798560947221977e-06 2.8906057443898384e-06 -3.381604626895296e-06 4.0951460819304061e-06 -1.9045442092001688e-06 -4.6676446269581604e-07 -2.0916707166899569e-06 -2.3663413508074883e-06 1.0903712830116301e-06 5.7315401846835812e-06 -1.9257623715502096e-06 2.7210637394351318e-06 2.2352223910333865e-06 2.4322585340996739e-06 1.2616537636252664e-06 -1.1715833420566925e-07 -2.1901647270086951e-06 1.8808420119192726e-07 -1.1638014398974908e-07 2.9502423078358538e-06
leaf_weight=23 20 27 38 26 21 35 21 28 31 24 21 22 32 21 31 84 24 25 48 20 34 28 27 20 42 125 22 357 1817 27
leaf_count=23 20 27 38 26 21 35 21 28 31 24 21 22 32 21 31 84 24 25 48 20 34 28 27 20 42 125 22 357 1817 27
internal_value=0 8.46306e-07 -1.29366e-08 -3.3379e-09 -2.35505e-08 -7.6273e-09 -2.38381e-08 -1.65117e-06 3.49793e-09 1.11589e-06 -1.94661e-08 1.54756e-09 -5.64617e-08 -9.0232e-09 2.40626e-07 1.30626e-07 2.5706e-07 3.75733e-07 1.02561e-06 2.45542e-06 6.82303e-09 2.20237e-07 -5.98555e-08 9.074e-08 2.33852e-07 -5.2058e-08 -4.27404e-07 -4.78115e-08 -2.93776e-08 3.82298e-07
internal_weight=0 47 3074 3051 3013 2992 2966 49 2917 59 2858 2827 2275 2243 552 530 499 475 172 68 303 278 250 104 216 189 147 2222 2201 384
internal_count=3121 47 3074 3051 3013 2992 2966 49 2917 59 2858 2827 2275 2243 552 530 499 475 172 68 303 278 250 104 216 189 147 2222 2201 384
is_linear=0
shrinkage=0.1


Tree=7366
num_leaves=31
num_cat=0
split_feature=1211 403 1211 1211 15 43 1186 394 2 401 2 1210 1200 1203 1213 1210 2 4 16 1213 1212 1212 133 1447 2 159 403 1210 1210 15
split_gain=3.29399e-09 5.82572e-09 3.75064e-09 5.08627e-09 8.83833e-09 1.68547e-08 5.29835e-09 5.10881e-09 7.48571e-09 4.49793e-09 1.42844e-08 8.45558e-09 4.19683e-09 7.11871e-09 3.85134e-09 3.85535e-08 2.25122e-08 4.10362e-08 3.10522e-08 2.16888e-08 4.34937e-08 9.39096e-09 7.40769e-09 5.62988e-09 1.67309e-08 1.30696e-08 8.91395e-09 1.05109e-08 5.78064e-09 2.14192e-08
threshold=0.11716500000000001 0.022375000000000003 0.11013500000000002 0.087635000000000005 0.084050000000000014 0.0061450000000000003 -0.095479999999999982 0.0047000000000000011 0.087505000000000013 -0.06959499999999999 0.091895000000000018 0.26755500000000004 0.089190000000000005 0.094640000000000016 -0.087969999999999979 -0.091799999999999979 0.084715000000000013 -0.080924999999999983 -0.087484999999999993 -0.085284999999999986 -0.089079999999999979 -0.082209999999999991 -0.13941499999999998 -0.086359999999999978 0.084515000000000021 -0.092414999999999983 -0.55276999999999987 -0.13847499999999999 -0.079504999999999978 0.084840000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 -1 9 -9 10 -8 12 13 14 15 -11 18 -18 -17 -16 -21 -22 -19 24 -23 -26 -25 -28 29 -29
right_child=1 -3 -4 4 5 -7 7 8 -10 11 -12 -13 -14 -15 19 16 17 22 -20 20 21 23 -24 26 25 -27 27 28 -30 -31
leaf_value=-1.3439905402871471e-06 1.6309587766105694e-06 -5.1256328698438367e-07 -1.1078756868286175e-06 -8.4057919079463141e-07 3.5494982616119559e-06 -2.7884669664316516e-07 -9.3703069545708349e-07 -1.566403763876145e-07 2.4886407658186727e-06 -4.6088058547866243e-06 2.6342283490521369e-06 -2.0889222651021554e-06 1.1509721328669306e-06 -1.7901643233294042e-06 2.3468829754281803e-06 -4.4261763291460328e-06 4.5054342463117793e-06 1.1333857438936927e-06 3.1798877173698843e-07 -4.0984586523616324e-06 2.1707875430365675e-06 3.1679132513834866e-06 -1.0786932078622712e-06 -1.6665416427658234e-06 1.3784815165094087e-06 -1.2978549771228369e-06 1.8176794935331395e-06 7.4105967360925145e-07 -1.3211380788131334e-08 -3.5171823821569673e-06
leaf_weight=30 32 21 31 21 23 23 21 23 20 20 24 20 30 23 39 22 25 24 37 26 20 22 41 33 36 37 31 27 2318 21
leaf_count=30 32 21 31 21 23 23 21 23 20 20 24 20 30 23 39 22 25 24 37 26 20 22 41 33 36 37 31 27 2318 21
internal_value=0 7.81639e-07 -1.34996e-08 -2.32885e-09 8.59296e-07 1.63533e-06 -2.17662e-08 -8.27409e-09 1.07372e-06 -2.43341e-08 9.67641e-07 -3.99859e-08 -2.5516e-08 -3.81122e-08 -2.36116e-08 -4.86247e-07 6.71168e-08 1.06234e-06 -1.45102e-06 6.34446e-09 -2.91596e-08 1.24128e-08 -2.61926e-07 -4.68325e-09 7.50514e-07 2.19822e-08 -3.42074e-08 -1.17347e-08 -3.57042e-08 -1.12192e-06
internal_weight=0 53 3068 3037 67 46 2970 2940 43 2897 45 2852 2832 2802 2779 169 149 90 59 2610 2571 2545 65 2525 95 73 2430 2397 2366 48
internal_count=3121 53 3068 3037 67 46 2970 2940 43 2897 45 2852 2832 2802 2779 169 149 90 59 2610 2571 2545 65 2525 95 73 2430 2397 2366 48
is_linear=0
shrinkage=0.1


Tree=7367
num_leaves=31
num_cat=0
split_feature=46 453 480 150 150 150 48 48 48 15 15 15 12 133 133 51 12 15 2 3 1 97 133 43 9 15 15 16 13 13
split_gain=3.18981e-09 4.50987e-09 3.78624e-09 3.52095e-09 5.96539e-09 3.39217e-09 4.67875e-09 1.36761e-08 1.0399e-08 4.82142e-09 6.58299e-08 4.59134e-08 1.52738e-08 1.03629e-08 1.15875e-08 1.58172e-08 1.72193e-08 1.5564e-08 1.35535e-08 3.28011e-08 1.59974e-08 1.3855e-08 1.01681e-08 1.35676e-08 9.2541e-09 1.01449e-08 1.25487e-08 9.20395e-09 8.76684e-09 8.19625e-09
threshold=0.10987500000000001 0.10071000000000001 0.11704500000000002 -0.11226499999999999 -0.094239999999999977 -0.088479999999999989 0.12879500000000002 0.11926500000000002 0.14174500000000004 -0.10203999999999998 -0.099734999999999976 -0.10653 0.11527000000000001 -0.37971999999999995 -0.13941499999999998 -0.10316499999999999 0.092255000000000018 -0.23060499999999998 0.10402500000000002 0.013900000000000001 0.11634000000000001 -0.049229999999999996 0.082925000000000013 -0.020444999999999994 0.08925000000000001 -0.096999999999999989 -0.09551999999999998 -0.29154999999999992 -0.085154999999999995 -0.07692499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 9 -8 11 -11 12 13 -7 -15 -16 18 -18 19 21 27 -17 23 -23 25 -12 -27 -20 -24 -22
right_child=-2 -3 -4 4 5 6 8 -9 -10 10 24 -13 -14 14 15 16 17 -19 20 -21 29 22 28 -25 -26 26 -28 -29 -30 -31
leaf_value=1.0101307633598416e-06 1.1998723225174631e-06 -1.5053084905503056e-06 -1.0482249619728051e-06 -1.6029886004933201e-06 1.10918606606804e-06 -2.0142424848866259e-06 -2.5988511411738234e-06 2.4498793072656673e-06 1.6075261441983459e-07 -5.7685914941885131e-06 -1.9921509962072239e-06 4.4649706637756031e-06 2.513231417348531e-06 1.6830460896681661e-06 -2.6689181120910573e-06 -1.9778632411709458e-06 -6.2908529636323307e-08 -3.5736839248309714e-06 -6.5504889516887486e-07 4.1406023511938286e-06 -4.4435943929480952e-07 3.578074809055302e-06 -1.251454063844193e-06 3.9391937534105637e-07 1.9063902087737006e-06 2.4276218569173671e-06 -2.792214972162047e-08 -3.5331646427039235e-06 1.4174519033360867e-06 1.6305146093634795e-06
leaf_weight=35 22 20 34 23 28 26 22 23 36 20 26 25 24 39 23 22 28 23 25 27 45 23 32 32 25 21 2319 20 20 33
leaf_count=35 22 20 34 23 28 26 22 23 36 20 26 25 24 39 23 22 28 23 25 27 45 23 32 32 25 21 2319 20 20 33
internal_value=0 -8.51737e-09 1.20521e-09 1.2923e-08 1.32754e-09 1.36808e-08 3.31444e-09 2.10945e-08 -8.85994e-07 1.68445e-09 -5.52797e-08 2.95776e-07 5.99615e-08 -8.08961e-08 4.7336e-08 -1.3338e-07 4.33395e-08 -1.6462e-06 3.5218e-07 9.7107e-07 -4.32754e-07 3.0768e-07 7.77604e-07 1.72548e-06 -7.48958e-09 -2.77123e-08 -5.88522e-09 -1.93421e-06 -2.24952e-07 4.33472e-07
internal_weight=0 3099 3079 3045 3010 2987 2959 2901 58 2878 2411 467 442 418 392 353 330 51 279 156 123 129 107 55 2391 2366 2340 45 52 78
internal_count=3121 3099 3079 3045 3010 2987 2959 2901 58 2878 2411 467 442 418 392 353 330 51 279 156 123 129 107 55 2391 2366 2340 45 52 78
is_linear=0
shrinkage=0.1


Tree=7368
num_leaves=31
num_cat=0
split_feature=1213 132 1186 393 1203 1204 12 400 1211 1211 402 401 47 10 33 47 47 1 120 1 133 42 42 42 12 13 1208 16 0 42
split_gain=3.44929e-09 3.33154e-09 9.10519e-08 6.45127e-08 1.16347e-08 4.23089e-09 1.10877e-08 1.53818e-08 3.29395e-09 5.69015e-09 5.38273e-09 8.92937e-09 3.27849e-09 3.3044e-08 2.97328e-08 8.8355e-09 6.98376e-09 4.73184e-09 1.08043e-08 7.43487e-09 4.51735e-09 6.14165e-09 1.47932e-08 2.01057e-08 1.27585e-08 2.22753e-08 1.92225e-08 1.85507e-08 1.61416e-08 1.00972e-08
threshold=0.51258500000000007 -0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.085960000000000023 -0.016569999999999994 0.087445000000000009 -0.076444999999999985 0.12162000000000002 0.10904000000000001 -0.45015499999999992 -0.13200999999999999 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.091210000000000013 0.097970000000000015 0.16540500000000002 1.0000000180025095e-35 0.14804000000000003 0.41553500000000004 0.10705500000000003 0.10306000000000001 0.10077000000000001 0.10806000000000002 -0.048784999999999995 0.092250000000000013 -0.032969999999999992 -0.072594999999999979 0.096450000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 -3 -8 9 10 -7 -12 14 -14 -13 17 -15 18 19 20 21 22 23 29 25 26 28 -26 -23 -16
right_child=-2 3 -4 -5 -6 8 7 -9 -10 -11 11 12 13 16 15 -17 -18 -19 -20 -21 -22 24 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=4.8249016803056513e-09 1.2200933329547357e-06 -1.3201847514210386e-06 6.468537906750334e-06 -5.6973694421458275e-06 -2.1641653555387415e-06 -1.2539905224327543e-06 3.5029115524180683e-06 1.8032608474976242e-07 -1.078896933050005e-06 1.437033654593944e-06 2.0005736827628925e-06 -3.1892015461683819e-06 4.2173330439254648e-06 -1.6240038879307878e-06 -2.8166575714960199e-08 2.0718805853903177e-06 1.6376505231969291e-07 1.4925612970273505e-06 -1.821689011528767e-06 1.7630263031427921e-06 -1.2054553113819457e-06 1.987041106333028e-07 -2.1442333816173015e-06 3.1140386621331121e-06 -2.9463577882118197e-06 3.6192178775706909e-06 -1.8382210608133729e-06 6.5318232794574797e-07 3.6929388443240898e-06 -1.218659234517553e-06
leaf_weight=168 23 20 22 20 29 35 22 38 29 27 22 30 20 24 1913 20 244 20 34 23 33 39 34 20 22 28 27 41 20 74
leaf_count=168 23 20 22 20 29 35 22 38 29 27 22 30 20 24 1913 20 244 20 34 23 33 39 34 20 22 28 27 41 20 74
internal_value=0 -9.06379e-09 3.6693e-07 -3.76649e-08 -3.14468e-07 1.9273e-09 7.18909e-07 1.39861e-06 -1.87127e-08 -7.53258e-09 -2.18562e-08 -5.81281e-09 -2.23696e-08 2.96282e-07 -6.09616e-08 -2.09926e-08 3.66634e-09 -3.89726e-08 -5.22441e-08 -2.57881e-08 -4.40656e-08 -2.67861e-08 -7.57896e-08 -4.07487e-08 5.38277e-07 1.16942e-06 3.71817e-07 -6.038e-07 1.38319e-06 -7.2503e-08
internal_weight=0 3098 219 2879 197 2859 80 60 2779 2750 2723 2688 2666 288 2378 2348 268 2328 2308 2274 2251 2218 2041 2007 177 114 86 63 59 1987
internal_count=3121 3098 219 2879 197 2859 80 60 2779 2750 2723 2688 2666 288 2378 2348 268 2328 2308 2274 2251 2218 2041 2007 177 114 86 63 59 1987
is_linear=0
shrinkage=0.1


Tree=7369
num_leaves=31
num_cat=0
split_feature=130 12 1 15 13 9 9 34 34 2 45 1 43 0 3 3 47 9 1 43 474 0 52 133 457 4 2 16 3 2
split_gain=3.92291e-09 7.40839e-09 3.57142e-09 9.90715e-09 1.92202e-08 6.71215e-09 1.13742e-08 7.12527e-09 7.32219e-09 8.54973e-09 7.21483e-09 6.66698e-09 8.33174e-09 6.6744e-09 5.55357e-09 1.62835e-08 1.18844e-08 3.43297e-08 2.88133e-08 1.48734e-08 1.52217e-08 1.70844e-08 2.21456e-08 1.22992e-08 1.36899e-08 1.42487e-08 2.62841e-08 2.35011e-08 5.53325e-08 1.78851e-08
threshold=-0.23647499999999996 0.23631000000000002 0.13686500000000004 -0.43375999999999998 -0.085584999999999981 0.092890000000000014 0.088235000000000022 -0.08786999999999999 -0.084564999999999987 -0.080614999999999978 0.094030000000000016 0.13927000000000003 -0.063379999999999978 -0.047369999999999995 -0.016324999999999996 -0.011549999999999998 0.092165000000000011 -0.013509999999999999 0.10587000000000001 -0.081374999999999989 0.091650000000000009 0.047850000000000011 -0.11592499999999999 0.084415000000000018 -0.052389999999999992 0.0049200000000000008 0.11263500000000001 -0.039889999999999988 0.092670000000000016 0.12299
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 7 -2 -9 -10 14 -5 -13 -14 -11 -16 17 -17 -18 -19 21 23 -23 24 -21 27 -27 28 -26 -28
right_child=1 -3 3 11 -6 -7 -8 8 9 10 -12 12 13 -15 15 16 18 19 -20 20 -22 22 -24 -25 25 26 29 -29 -30 -31
leaf_value=-1.3960241409449736e-06 1.8170910545284809e-06 1.8375447127864804e-06 1.2164660953809895e-07 1.6962925932213175e-06 -3.6750839986628613e-06 1.5089950041632014e-06 -2.0766830514363532e-06 -1.7288111964811986e-06 1.9046712679937628e-06 -4.156891106825336e-08 -1.6488904656433497e-06 -2.0186271707903611e-06 -6.1078021255005816e-07 1.5044137656926839e-06 2.4395720303386153e-06 4.1061941141893129e-06 -4.2296975007616319e-06 -2.3364352584750402e-06 6.0877823271354714e-07 2.1485835943097371e-06 -2.2052124430284379e-06 9.9136103286086422e-08 4.6391504600337829e-06 2.0711510928556949e-06 1.0591024431505502e-06 1.6663273402931131e-06 -3.337557553876373e-06 9.3299401547184653e-08 -5.9977589708068993e-06 2.9505543690185844e-07
leaf_weight=20 22 22 30 21 24 30 26 24 24 2272 26 21 35 26 34 23 20 23 32 26 23 22 21 31 20 75 23 67 25 33
leaf_count=20 22 22 30 21 24 30 26 24 24 2272 26 21 35 26 34 23 20 23 32 26 23 22 21 31 20 75 23 67 25 33
internal_value=0 9.00499e-09 -4.06025e-09 -4.68689e-07 -1.56579e-06 2.09044e-08 5.46779e-09 2.43568e-08 1.0489e-08 2.52915e-08 9.1595e-09 1.0649e-07 -3.00655e-07 2.90778e-07 2.47224e-08 3.2716e-07 1.72371e-07 3.52168e-07 -1.25217e-06 1.30208e-07 2.85215e-07 4.52212e-07 2.31635e-06 1.85018e-07 -3.23425e-08 -2.65693e-07 4.42348e-07 -1.09385e-06 -2.86138e-06 -1.19691e-06
internal_weight=0 3101 3079 157 54 2922 2892 2866 2844 2820 2796 103 82 61 2770 498 464 412 52 389 366 343 43 300 269 243 131 112 45 56
internal_count=3121 3101 3079 157 54 2922 2892 2866 2844 2820 2796 103 82 61 2770 498 464 412 52 389 366 343 43 300 269 243 131 112 45 56
is_linear=0
shrinkage=0.1


Tree=7370
num_leaves=31
num_cat=0
split_feature=12 130 10 0 13 51 33 16 16 4 16 4 456 456 2 456 16 4 12 52 151 52 16 52 4 43 399 1 51 0
split_gain=3.8054e-09 6.07613e-09 4.61412e-09 6.55981e-08 4.65796e-08 7.28391e-09 6.40149e-09 3.99795e-09 3.15408e-08 2.37647e-08 2.22674e-08 1.26529e-08 9.74751e-09 2.24503e-08 1.7265e-08 1.02952e-08 1.18472e-08 8.4953e-09 1.98378e-08 1.36816e-08 3.31225e-08 1.75882e-08 2.72675e-08 1.75259e-08 1.12367e-08 2.59332e-08 1.76861e-08 1.02607e-08 8.95015e-09 4.24464e-08
threshold=0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.0072999999999999992 0.080335000000000018 -1.0000000180025095e-35 -0.056919999999999991 -0.06421499999999998 -0.0083799999999999986 -0.052894999999999991 -0.17966999999999997 0.088285000000000016 0.091255000000000017 0.087675000000000017 0.085800000000000015 0.10246000000000001 -0.08835999999999998 0.089300000000000004 -0.078224999999999975 -0.0038099999999999996 -0.016329999999999997 -0.091354999999999978 -0.0046699999999999997 -0.086849999999999997 -0.072269999999999987 -0.090259999999999993 0.077565000000000009 0.024995000000000003 -0.083804999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4 8 11 -10 -9 -8 15 -14 -15 -12 -17 18 27 20 -19 22 -21 -23 25 -25 -26 -13 -28 -30
right_child=-2 2 6 4 -6 -7 7 10 9 -11 12 17 13 14 -16 16 -18 19 -20 21 -22 23 -24 24 26 -27 28 -29 29 -31
leaf_value=1.5031067130587838e-06 -1.281528600726312e-06 -5.2533006652311091e-06 1.524551679007605e-06 -1.4955750214376632e-06 4.8871853562104667e-06 7.1861297262406278e-07 2.3146354957740796e-06 -3.3486916609468787e-06 3.217493692566429e-07 4.8719232812762437e-06 -8.1004283956076511e-08 -7.0036686702223957e-07 3.4881973743949862e-06 1.5949764205018897e-06 -2.0520005752189263e-06 -3.4340184785719429e-06 -7.1173283799907957e-08 -8.9299836945302676e-07 8.94841067357837e-07 3.5190099725373479e-07 4.015876538560852e-06 2.5955876324701425e-06 -3.9532506578763919e-06 4.2704689866468477e-06 -2.9889945778904805e-06 -4.4423890780568145e-07 1.2733087954971091e-07 -3.4876257907561535e-06 -2.1358395249980396e-06 9.5436469350953866e-07
leaf_weight=27 23 24 28 39 20 24 24 21 22 24 1260 25 25 27 25 20 22 27 35 31 28 27 28 20 20 28 991 28 92 86
leaf_count=27 23 24 28 39 20 24 24 21 22 24 1260 25 25 27 25 20 22 27 35 31 28 27 28 20 20 28 991 28 92 86
internal_value=0 9.51876e-09 -3.61275e-09 -6.4875e-07 6.82687e-07 -6.52075e-07 1.96766e-08 5.32494e-09 1.16731e-07 2.69575e-06 -1.16903e-07 3.71102e-08 -6.76884e-08 1.02558e-06 -1.58378e-07 -1.32344e-07 -1.67253e-06 -1.7535e-10 -9.52764e-07 6.06576e-08 1.60607e-06 -3.58836e-09 -1.69122e-06 7.51857e-08 2.01729e-08 1.52022e-06 -4.03842e-08 -2.17288e-06 1.00625e-08 -6.4282e-07
internal_weight=0 3098 3071 107 83 63 2964 2936 1536 46 1400 1490 1379 77 52 1302 42 1466 88 1378 55 1323 59 1264 1237 48 1189 53 1169 178
internal_count=3121 3098 3071 107 83 63 2964 2936 1536 46 1400 1490 1379 77 52 1302 42 1466 88 1378 55 1323 59 1264 1237 48 1189 53 1169 178
is_linear=0
shrinkage=0.1


Tree=7371
num_leaves=31
num_cat=0
split_feature=130 10 0 40 2 45 130 1211 403 1211 1211 15 43 402 16 1210 401 403 1210 403 1212 1212 129 1184 393 4 4 4 49 160
split_gain=3.90486e-09 7.49047e-09 1.462e-08 1.01994e-08 5.33354e-09 7.18362e-09 3.2816e-09 3.61374e-09 6.17188e-09 4.53964e-09 5.1256e-09 7.4133e-09 1.60318e-08 4.43221e-09 1.0398e-08 7.08079e-09 4.68303e-09 4.48946e-09 2.5108e-08 1.37511e-08 1.34377e-08 5.64197e-08 7.35103e-09 1.37312e-08 6.1894e-09 1.61967e-08 5.57323e-09 1.45816e-08 3.38612e-08 3.03512e-08
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 -0.14628999999999995 0.11716500000000001 0.022375000000000003 0.11013500000000002 0.087635000000000005 0.084050000000000014 0.0061450000000000003 -0.45454999999999995 -0.077074999999999991 0.26755500000000004 -0.099524999999999988 0.0033700000000000002 -0.056299999999999996 0.072365000000000027 -0.089544999999999986 -0.082209999999999991 -0.077709999999999987 0.089075000000000015 0.089155000000000026 -0.081984999999999988 -0.0016099999999999997 -0.0057249999999999992 0.08610000000000001 -0.087874999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -7 9 -9 10 13 -12 -13 14 -8 16 -15 20 -19 -20 -18 -22 -23 24 26 -26 27 -24 29 -29
right_child=1 3 -4 4 -6 6 7 8 -10 -11 11 12 -14 15 -16 -17 17 18 19 -21 21 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=-1.3928094779203093e-06 -4.9117179135767703e-07 -2.2052638476972268e-06 3.2866393642905226e-06 -1.8937971348975679e-06 1.5943235840019216e-06 -1.0897585390786711e-06 -5.5837478823507678e-07 1.772599350999826e-06 -4.6263691453012668e-07 -1.2206737778797107e-06 -6.644700157548436e-07 3.5408634196507841e-06 -2.3505126591771842e-07 -1.3417572242465563e-06 2.5885105060297068e-06 -1.8492332812803354e-06 2.4205547540325576e-06 2.9282896157249472e-06 -2.0515596642464321e-06 2.8350097996211139e-07 -5.1030313703005385e-06 -1.7567689162945044e-06 -3.3691277250303542e-08 2.6113204989997029e-06 3.7770029558518659e-07 -3.3214133404158019e-06 2.0948142156657379e-07 -5.8702147100575537e-06 1.5240390595749887e-06 -1.1185463527331972e-06
leaf_weight=20 21 21 20 20 21 27 21 30 21 30 21 22 23 26 21 21 22 34 28 254 22 24 1358 20 29 20 835 20 28 41
leaf_count=20 21 21 20 20 21 27 21 30 21 30 21 22 23 26 21 21 22 34 28 254 22 24 1358 20 29 20 835 20 28 41
internal_value=0 8.98361e-09 1.35166e-06 -9.00654e-09 6.16997e-09 -4.8808e-09 7.72038e-09 1.76941e-08 8.52208e-07 3.11869e-09 1.58224e-08 8.86954e-07 1.61095e-06 -4.53689e-09 1.01507e-06 -1.99299e-08 -6.01634e-09 6.68174e-09 3.61163e-07 5.1651e-08 -3.9625e-08 -6.22049e-08 -1.55109e-08 2.2646e-09 -2.01211e-08 -1.13214e-06 3.75663e-09 -1.14958e-07 -1.35496e-06 -2.67647e-06
internal_weight=0 3101 41 3060 3039 3018 2998 2971 51 2920 2890 66 45 2824 42 2782 2761 2735 316 282 2419 2397 2375 2351 2331 49 2282 1447 89 61
internal_count=3121 3101 41 3060 3039 3018 2998 2971 51 2920 2890 66 45 2824 42 2782 2761 2735 316 282 2419 2397 2375 2351 2331 49 2282 1447 89 61
is_linear=0
shrinkage=0.1


Tree=7372
num_leaves=31
num_cat=0
split_feature=10 0 15 13 33 457 16 448 1348 484 2 483 457 3 481 481 133 1446 157 157 1429 475 52 1 42 43 131 131 13 52
split_gain=3.28111e-09 5.11256e-08 4.49345e-08 1.58718e-08 5.06197e-09 3.85657e-09 2.95032e-08 1.56449e-08 9.02566e-09 4.02892e-09 1.3581e-08 1.5527e-08 7.83717e-09 6.98661e-09 6.34634e-09 5.84903e-09 5.19629e-08 5.01765e-08 5.10292e-09 3.66408e-08 2.77369e-08 1.11073e-08 1.4111e-08 2.78722e-08 1.58238e-08 1.29246e-08 5.02618e-09 2.39289e-08 1.36517e-08 2.05475e-08
threshold=-0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11612500000000002 -0.071854999999999988 0.030280000000000001 0.089175000000000018 -0.23687999999999995 0.089320000000000024 -0.24840999999999999 0.096470000000000014 -0.084074999999999997 -0.16223499999999996 -0.086484999999999992 0.087495000000000003 0.085520000000000013 -0.086844999999999992 -0.085474999999999982 0.083985000000000018 -0.080204999999999985 -0.55061999999999989 0.099990000000000009 0.084695000000000006 -0.082389999999999977 0.083410000000000026 0.091585000000000014 -0.085744999999999988 -0.015539999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 7 -7 8 9 10 13 -12 14 -6 -11 16 17 -16 20 -20 21 -17 -23 24 25 -24 -21 28 -28 -30
right_child=4 2 3 -5 5 6 -8 -9 -10 12 11 -13 -14 -15 15 18 -18 -19 19 26 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-4.536404185017773e-06 1.3587758116630409e-06 3.3303209589361257e-06 2.1805017269845197e-08 -3.4431013250468822e-06 7.4724908006915259e-07 3.1251409370332991e-06 -1.2166234207999129e-06 -2.4508867262249207e-06 1.7998147439714429e-06 -1.4112166798696536e-06 9.9614336690478927e-08 3.7775636805938781e-06 -1.9503931201013204e-06 -1.7503590707216672e-06 -4.7100695519475268e-06 -1.8893204692351273e-06 5.0351777060443836e-06 2.0719022046478133e-06 -4.213810724368592e-06 -8.1998775703834824e-08 3.5880866050774785e-06 -1.8478137739610089e-06 4.0254226746583299e-07 3.6443844078559311e-06 1.5504301637214724e-06 -3.149483047574601e-06 -3.3730399309206408e-07 -8.1932650696744484e-08 5.2919969627614937e-07 4.2881118343812529e-06
leaf_weight=25 28 36 39 20 21 29 34 26 28 32 24 22 21 24 20 26 21 24 21 2053 25 23 20 27 32 21 21 319 26 33
leaf_count=25 28 36 39 20 21 29 34 26 28 32 24 22 21 24 20 26 21 24 21 2053 25 23 20 27 32 21 21 319 26 33
internal_value=0 -5.12752e-07 5.46104e-07 -1.15274e-06 2.05016e-08 7.89763e-09 7.81967e-07 -8.86057e-09 1.31549e-08 -4.36135e-09 6.50338e-07 1.85863e-06 -2.59084e-08 -5.84809e-07 -1.11802e-08 5.33939e-09 9.42508e-07 -1.01081e-06 -1.76738e-08 -5.45032e-08 5.0577e-07 -1.13973e-08 3.85562e-07 8.99238e-07 -1.16089e-07 -1.41679e-06 -1.88811e-08 3.05882e-07 1.85229e-06 2.63164e-06
internal_weight=0 120 95 59 3001 2973 63 2910 2884 2856 91 46 2765 45 2744 2712 65 44 2647 2473 174 149 123 100 73 41 2452 399 80 59
internal_count=3121 120 95 59 3001 2973 63 2910 2884 2856 91 46 2765 45 2744 2712 65 44 2647 2473 174 149 123 100 73 41 2452 399 80 59
is_linear=0
shrinkage=0.1


Tree=7373
num_leaves=31
num_cat=0
split_feature=130 12 456 13 16 13 456 42 456 1445 1447 1446 479 4 1429 150 1373 457 457 1429 156 3 49 474 457 51 39 1 9 1
split_gain=3.21842e-09 7.52983e-09 3.23457e-09 1.00542e-08 2.48868e-08 1.34457e-08 9.57548e-09 6.75588e-09 6.06902e-09 1.19966e-08 5.49182e-09 9.48777e-09 1.26317e-08 1.77817e-08 6.143e-09 4.40177e-08 3.61748e-08 1.15887e-08 1.26943e-08 8.87406e-09 8.22843e-09 9.77419e-09 1.77413e-08 1.94539e-08 7.40969e-09 7.36357e-09 6.12784e-09 1.58921e-08 1.2867e-08 1.77773e-08
threshold=-0.23647499999999996 0.23631000000000002 0.088285000000000016 -0.08459499999999999 -0.010264999999999998 -0.082904999999999993 0.087680000000000022 0.08623500000000002 0.087015000000000023 0.077020000000000019 0.059120000000000013 -0.088809999999999986 0.098570000000000005 -0.050494999999999991 0.083725000000000008 0.10699000000000002 1.0000000180025095e-35 0.31508000000000008 0.10259500000000001 0.032755000000000006 0.094415000000000013 -0.085854999999999987 0.08610000000000001 0.10341500000000002 0.092360000000000012 -0.090529999999999985 -1.0000000180025095e-35 0.08864000000000001 0.092235000000000011 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 7 -5 8 -4 9 10 11 -2 14 -14 16 20 17 18 19 24 21 25 -23 -24 26 -16 27 -13 -28 -30
right_child=1 -3 3 5 -6 -7 -8 -9 -10 -11 -12 12 13 -15 15 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 28 -29 29 -31
leaf_value=-1.2644726268717934e-06 -2.0897133956829996e-06 1.8516243802547582e-06 -1.3788155547445059e-06 -2.5334401016152698e-06 4.1081354176888205e-06 5.3445630305759551e-07 -2.2073593640925538e-06 1.2203913513531008e-06 1.4805242553048057e-06 -2.2521823505409584e-06 1.3620525692203957e-06 -9.6982113916510571e-07 -4.8483572300028756e-07 3.5921732413281341e-06 -6.4491342284562618e-07 -4.3204894860048592e-06 3.1587960279466646e-06 -2.0942509468955838e-06 2.4979074606790166e-06 -2.1294981002029093e-06 1.2938700646276839e-06 -2.7730190254260379e-06 2.4276119217704817e-06 -1.8767465982299265e-06 -1.4592268243213929e-06 1.4833060802359528e-06 1.5980236382908762e-08 2.7796274104310633e-06 -3.9119523481900847e-06 1.2486200506126959e-07
leaf_weight=20 22 22 20 20 22 50 20 20 27 24 29 20 20 23 29 27 36 27 20 20 39 35 21 21 35 37 2345 26 20 24
leaf_count=20 22 22 20 20 22 50 20 20 27 24 29 20 20 23 29 27 36 27 20 20 39 35 21 21 35 37 2345 26 20 24
internal_value=0 8.15747e-09 -5.01443e-09 4.79277e-07 1.40662e-06 -3.42086e-07 -2.67065e-08 -7.92121e-08 -1.18062e-08 -2.57003e-08 -7.12049e-09 -2.10671e-08 -4.95729e-09 1.69589e-06 -3.12465e-08 -5.52631e-07 1.11047e-08 -3.3561e-08 -1.13942e-08 -3.15493e-08 6.33667e-09 -3.44809e-07 -1.11023e-06 2.75433e-07 -1.45618e-08 5.48179e-07 6.20336e-09 1.14943e-06 -1.58094e-08 -1.71005e-06
internal_weight=0 3101 3079 132 62 70 2947 40 2927 2900 2876 2847 2825 43 2782 209 2573 2537 2510 2490 182 143 77 42 2470 66 2435 46 2389 44
internal_count=3121 3101 3079 132 62 70 2947 40 2927 2900 2876 2847 2825 43 2782 209 2573 2537 2510 2490 182 143 77 42 2470 66 2435 46 2389 44
is_linear=0
shrinkage=0.1


Tree=7374
num_leaves=31
num_cat=0
split_feature=12 130 1 13 9 10 40 15 2 0 2 2 2 3 472 151 16 16 49 1429 11 3 3 16 4 13 11 4 13 4
split_gain=3.7182e-09 6.44011e-09 4.24566e-09 9.47317e-09 7.97993e-09 1.01267e-08 6.57685e-09 1.20991e-08 8.5689e-09 6.9479e-09 5.58725e-09 4.7081e-09 5.21677e-09 4.34832e-09 1.22897e-08 1.21493e-08 2.17596e-08 3.07327e-08 9.31415e-09 8.31615e-09 7.17055e-09 1.55655e-08 3.57651e-08 1.47132e-08 8.85477e-09 7.93922e-09 1.23467e-08 1.1064e-08 1.93586e-08 1.39194e-08
threshold=0.23631000000000002 -0.22461999999999996 0.13686500000000004 0.01128 0.092890000000000014 0.053330000000000009 -0.07632499999999999 -0.43375999999999998 0.17025000000000004 -0.050064999999999991 -0.080614999999999978 -0.020134999999999997 -0.0050599999999999994 0.11658 -0.38234499999999999 -0.076249999999999984 -0.08595499999999999 1.0000000180025095e-35 -0.007794999999999999 -0.23587499999999997 0.092630000000000018 -0.16726499999999997 -0.24190499999999995 0.41221000000000008 -0.35136499999999998 -0.17933499999999997 0.081365000000000007 0.41379000000000005 -0.0051199999999999987 0.27044500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 5 10 -4 -8 9 -9 -3 -12 -13 14 -14 18 -17 -18 -15 -16 21 22 24 -22 -21 -23 27 29 -29 -27
right_child=-2 2 3 -5 -6 -7 7 8 -10 -11 11 12 13 15 19 16 17 -19 -20 20 23 25 -24 -25 -26 26 -28 28 -30 -31
leaf_value=1.547080822732554e-06 -1.2667625538676437e-06 1.2650887116352453e-06 1.4968168659379445e-06 -2.2968218181631529e-06 1.6455294079757248e-06 -1.6605691216556e-06 -1.9476866582777261e-06 -1.6649401909300348e-06 1.9769741118666605e-06 6.5375526335945529e-07 -1.517482813397919e-06 1.3565370518963077e-06 -2.3219799399869418e-06 -2.3629430524167785e-06 1.892865013716168e-06 3.1135736642163969e-06 -2.5971791746297431e-06 1.9147109137110068e-06 6.5241570155194497e-07 -1.5587185635013159e-06 2.049717722691698e-07 -1.8478991305433587e-06 4.1833982413859772e-06 -3.2232186543166921e-06 1.0771096419568073e-06 7.5035898698056069e-09 -2.187563130353108e-06 -7.5078167153858694e-08 -3.6946454191489802e-06 1.889155909964302e-06
leaf_weight=27 23 36 20 25 30 36 37 24 21 28 20 29 23 21 23 36 26 36 20 25 31 24 29 21 26 2291 26 45 22 40
leaf_count=27 23 36 20 25 30 36 37 24 21 28 20 29 23 21 23 36 26 36 20 25 31 24 29 21 26 2291 26 45 22 40
internal_value=0 9.40754e-09 -4.11157e-09 -5.141e-07 2.29969e-08 6.13065e-09 -1.71269e-07 -4.74558e-07 2.72096e-07 -4.16412e-07 2.71837e-08 1.1347e-08 2.22906e-08 8.29673e-09 -2.05551e-08 5.53368e-07 1.15808e-06 2.2628e-08 -8.92036e-07 -2.1979e-10 -1.70961e-08 6.81387e-09 1.37944e-06 -1.17949e-06 -2.14963e-07 -3.80433e-08 -2.01239e-08 3.37625e-09 -1.26359e-06 3.97928e-08
internal_weight=0 3098 3071 155 2916 2886 130 110 73 52 2850 2814 2794 2765 2626 139 98 62 41 2603 2580 2528 80 52 51 2448 2424 2398 67 2331
internal_count=3121 3098 3071 155 2916 2886 130 110 73 52 2850 2814 2794 2765 2626 139 98 62 41 2603 2580 2528 80 52 51 2448 2424 2398 67 2331
is_linear=0
shrinkage=0.1


Tree=7375
num_leaves=31
num_cat=0
split_feature=156 1425 475 157 484 43 13 1372 472 2 1420 474 457 475 160 475 474 13 160 475 16 124 3 12 43 16 12 16 16 130
split_gain=4.07299e-09 4.20933e-09 3.39605e-09 2.69316e-08 2.97701e-08 1.46536e-08 2.53163e-08 1.20439e-08 6.20241e-09 6.20208e-09 4.6332e-09 3.9014e-09 1.46968e-08 1.52505e-08 3.02605e-08 1.75629e-08 1.45178e-08 1.09361e-08 1.08797e-08 5.32309e-09 5.5242e-09 1.34253e-08 1.54717e-08 4.77011e-08 5.1592e-08 2.22331e-08 4.98571e-08 2.70224e-08 1.83381e-08 1.11825e-08
threshold=0.32523500000000005 0.10129000000000002 -0.085719999999999977 -0.086394999999999986 0.085740000000000011 -0.084999999999999978 -0.08459499999999999 -0.081219999999999987 -0.082054999999999975 0.098630000000000009 -0.08341999999999998 0.08708500000000001 -0.084579999999999975 -0.024084999999999999 -0.077609999999999985 -0.065099999999999977 0.085860000000000006 -0.082574999999999982 -0.076214999999999991 -0.08466499999999999 0.15891500000000003 -1.0000000180025095e-35 -0.094874999999999987 0.089625000000000024 -0.092909999999999979 0.31475000000000003 0.092550000000000007 0.52822500000000006 0.26435500000000006 -0.22699999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -4 -9 -8 -10 16 -13 15 -15 17 19 -14 -19 -12 29 -22 23 28 -25 26 -24 -27 -23 -21
right_child=-2 -3 7 4 -6 6 9 8 10 -11 11 12 13 14 -16 -17 -18 18 -20 20 21 22 25 24 -26 27 -28 -29 -30 -31
leaf_value=3.3974076551693056e-06 1.3879696174020259e-06 -1.3017494948144306e-06 -2.2096704019531898e-06 -1.2855160451529042e-06 -3.6795562228064687e-06 4.287719846161053e-06 -6.6068844775360151e-07 -1.5138070167537351e-06 1.2451830989827311e-06 1.2372632709505554e-06 -1.6012625565053896e-06 2.9263905508698718e-06 -1.1857703022518477e-06 4.3722111627175765e-06 -6.6697472045864115e-07 -2.7673976865991372e-06 -2.7201193108794544e-06 -3.9941800253018298e-07 2.251333142222478e-06 -2.1909956971781372e-06 1.9397617524829081e-06 1.4126326818985122e-07 -2.4506021635385298e-07 6.5866388899848966e-06 -1.6902946002189241e-07 1.7655318963412733e-07 -6.3101415068074303e-06 -3.2977888668870879e-06 -4.089750418643234e-06 7.4576517850271195e-08
leaf_weight=26 21 25 25 34 20 20 36 27 30 33 21 21 38 22 26 26 20 30 32 22 23 21 33 20 26 131 23 27 20 2242
leaf_count=26 21 25 25 34 20 20 36 27 30 33 21 21 38 22 26 26 20 30 32 22 23 21 33 20 26 131 23 27 20 2242
internal_value=0 -9.40575e-09 1.10111e-09 4.36883e-07 -1.01394e-07 4.80421e-07 1.15505e-06 -2.4242e-08 -5.27787e-09 2.47028e-07 8.99342e-09 -4.1389e-09 4.27436e-07 1.25838e-07 1.64265e-06 -4.51996e-07 -3.615e-08 1.50008e-07 9.68712e-07 -1.55753e-08 -2.70841e-09 -3.88914e-07 -5.66852e-07 5.57581e-07 2.76822e-06 -1.02398e-06 -2.73608e-06 -4.17163e-07 -1.92265e-06 5.25612e-08
internal_weight=0 3100 3075 169 143 123 89 2906 2881 69 2854 2824 195 174 48 126 2629 100 62 2609 2588 324 301 87 46 214 56 158 41 2264
internal_count=3121 3100 3075 169 143 123 89 2906 2881 69 2854 2824 195 174 48 126 2629 100 62 2609 2588 324 301 87 46 214 56 158 41 2264
is_linear=0
shrinkage=0.1


Tree=7376
num_leaves=31
num_cat=0
split_feature=142 11 34 34 34 123 9 13 2 16 147 147 48 16 12 12 0 12 403 160 12 4 1212 1453 12 1 1 12 156 475
split_gain=4.47488e-09 7.3903e-09 4.44168e-09 1.10284e-08 4.85523e-09 1.81933e-08 1.36899e-08 1.74457e-08 9.00617e-09 4.40912e-08 5.63388e-09 8.30711e-09 4.80664e-09 9.46092e-09 4.93384e-09 3.49655e-08 3.09145e-08 2.62018e-08 4.06401e-08 3.3153e-08 2.33859e-08 2.81793e-08 1.43906e-08 1.66028e-08 1.12079e-08 1.35069e-08 3.11545e-08 2.77367e-08 2.14129e-08 2.58812e-08
threshold=-0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.14308499999999999 -0.057544999999999992 0.084475000000000008 0.091600000000000015 -0.0062949999999999994 -1.0000000180025095e-35 -0.056919999999999991 0.099230000000000013 0.093875000000000014 -0.089814999999999992 -0.0068949999999999992 0.085355000000000014 0.085635000000000003 -0.086729999999999988 0.08493500000000001 -0.0047449999999999992 -0.012569999999999998 0.084595000000000017 -0.081374999999999989 0.087615000000000012 -0.092059999999999989 0.084290000000000018 0.081315000000000012 0.077565000000000009 0.051320000000000005 0.087610000000000007 -0.085774999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 8 -8 9 -6 11 12 13 -10 17 16 -16 20 -19 -20 22 -22 23 -14 25 26 28 -27 29 -25
right_child=1 2 4 -5 6 -7 7 -9 10 -11 -12 -13 14 -15 15 -17 -18 18 19 -21 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=1.3602243844464588e-06 -1.8368326352138164e-06 5.7671314425533644e-07 3.3316083909085137e-06 -2.3648890401790806e-06 -1.5482570470718809e-06 -5.6211310455485855e-07 2.9199854230639524e-07 -3.7375619120377289e-06 2.6322744054141368e-06 4.6495460082951471e-06 1.3046801251965173e-06 -1.9022613741981331e-06 2.7469134556667997e-06 -4.4358570903568763e-07 -3.1651356948714234e-08 1.8329331207427997e-08 5.2917226838644639e-06 7.8019167380387379e-07 -1.2575684263538277e-06 -7.015431588115462e-06 4.9365099800979808e-06 2.7757313011681769e-07 -2.260623178429455e-06 -3.3721855484972454e-06 -1.9466606458456012e-06 -2.5238218148724311e-07 4.1547451544266508e-06 -3.8900060541312666e-06 3.3036248578355301e-06 2.2007259588008312e-07
leaf_weight=24 22 25 20 26 24 30 21 22 20 22 33 23 20 20 20 1777 24 29 20 20 20 37 32 22 34 444 21 22 20 227
leaf_count=24 22 25 20 26 24 30 21 22 20 22 33 23 20 20 20 1777 24 29 20 20 20 37 32 22 34 444 21 22 20 227
internal_value=0 -1.05351e-08 2.53113e-09 -9.22927e-07 1.81391e-08 9.95375e-07 1.7094e-09 -1.76964e-06 2.76964e-08 1.41591e-06 5.56197e-09 -9.4699e-09 5.91865e-09 1.09434e-06 -9.69161e-09 8.72815e-08 2.87201e-06 -1.92117e-07 -2.07006e-06 -4.1365e-06 -4.79811e-08 1.91229e-06 -1.80683e-07 -9.85129e-08 -1.70549e-07 -9.0671e-08 4.4514e-07 -4.24115e-07 1.55542e-07 -9.73157e-08
internal_weight=0 3097 3075 51 3024 50 2974 43 2931 46 2885 2852 2829 40 2789 1821 44 968 69 40 899 57 842 810 790 756 290 466 269 249
internal_count=3121 3097 3075 51 3024 50 2974 43 2931 46 2885 2852 2829 40 2789 1821 44 968 69 40 899 57 842 810 790 756 290 466 269 249
is_linear=0
shrinkage=0.1


Tree=7377
num_leaves=31
num_cat=0
split_feature=1429 156 142 11 13 13 52 484 2 43 43 1 15 3 12 2 12 1212 401 10 4 0 16 33 9 10 97 2 4 14
split_gain=3.63404e-09 1.40134e-08 3.67293e-09 5.92674e-09 3.8601e-09 2.30963e-08 1.63266e-08 1.12437e-08 1.63191e-08 9.10338e-09 8.07945e-09 1.95866e-08 1.13803e-08 7.91525e-09 6.82249e-09 1.00026e-08 9.22182e-09 6.81742e-09 7.93988e-09 5.46007e-09 5.78705e-08 9.15299e-08 8.55292e-08 8.70442e-09 6.43398e-09 1.39029e-08 9.93007e-09 1.36033e-08 5.7967e-09 4.58624e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.057499999999999989 -0.014494999999999999 0.095710000000000017 0.084330000000000016 -0.54906499999999991 0.090535000000000018 0.14838000000000004 -0.027014999999999997 -0.43469499999999994 0.10658000000000002 0.09116500000000001 -0.16726499999999997 0.095110000000000014 0.088930000000000023 0.087075000000000014 -0.52517999999999987 0.13699500000000003 -0.011559999999999999 0.053180000000000012 -0.10151999999999999 -0.059624999999999991 -0.012019999999999998 0.088235000000000022 -0.0079749999999999977 -0.049229999999999996 -1.0000000180025095e-35 -0.51843499999999987 0.085220000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 13 -6 8 9 10 14 12 -12 -5 16 -16 -8 -15 19 20 22 -22 -19 -21 25 -25 -27 -28 -29 -30
right_child=1 -3 3 4 6 -7 7 -9 -10 -11 11 -13 -14 17 15 -17 -18 18 -20 23 21 -23 -24 24 -26 26 27 28 29 -31
leaf_value=-1.2807103535744154e-06 1.2242021275217971e-06 2.6475422600924503e-06 -1.6531493243250723e-06 1.6962704884698958e-06 2.7335362207080698e-06 -2.4583521983400622e-06 7.1498567870025216e-07 -1.8265248383142063e-06 2.920731934740285e-06 1.5041891177563432e-06 -3.527175991686298e-06 1.1469662358312807e-06 -4.4762855720494243e-07 1.8148685518326604e-06 -1.8289668960711598e-07 2.9419127872643006e-06 -1.8934584995409041e-06 6.8490387560438614e-07 -2.0232958559063262e-06 1.9408910228103989e-06 6.3704446419747414e-06 -2.1833000377667083e-06 -8.2566416335083659e-06 2.6279727896394438e-06 -1.6782379482858392e-06 -2.2384296511290812e-06 2.5962262253642622e-06 -1.3001107664730886e-06 -2.0618422842569373e-08 1.1324991799353614e-06
leaf_weight=22 24 20 22 27 26 39 33 27 22 36 28 27 21 20 21 20 23 23 20 23 22 29 20 20 23 20 20 35 2373 35
leaf_count=22 24 20 22 27 26 39 33 27 22 36 28 27 21 20 21 20 23 23 20 23 22 29 20 20 23 20 20 35 2373 35
internal_value=0 9.08229e-09 -8.05614e-09 -1.77367e-08 -5.87419e-09 -4.21348e-08 3.45113e-07 1.04419e-07 3.30114e-07 5.74171e-08 -2.43645e-07 -1.0157e-06 -2.20737e-06 -7.36263e-09 3.61262e-07 1.3414e-06 -3.5634e-07 -2.45069e-08 -3.83212e-08 -2.33006e-08 -7.71766e-07 1.50655e-06 -3.47395e-06 4.3007e-09 -1.33325e-08 1.96623e-09 -1.91857e-08 -1.165e-09 -2.24289e-08 -3.85799e-09
internal_weight=0 3099 3079 3055 3033 2749 284 258 231 209 173 76 49 2710 97 41 56 2683 2663 2643 94 51 43 2549 2526 2503 2483 2463 2443 2408
internal_count=3121 3099 3079 3055 3033 2749 284 258 231 209 173 76 49 2710 97 41 56 2683 2663 2643 94 51 43 2549 2526 2503 2483 2463 2443 2408
is_linear=0
shrinkage=0.1


Tree=7378
num_leaves=31
num_cat=0
split_feature=132 15 394 2 132 2 12 15 43 1177 129 1184 128 1 131 131 1 43 15 2 16 1 1 1 150 131 15 14 3 15
split_gain=3.14698e-09 8.65987e-08 5.62034e-08 1.60856e-08 5.53819e-09 1.04453e-08 7.80607e-09 3.63753e-09 4.22814e-09 3.37213e-09 7.57256e-09 6.06251e-09 4.71842e-09 4.57703e-09 1.07182e-08 1.00009e-08 1.72173e-08 1.67839e-08 1.33706e-08 1.84008e-08 7.39487e-09 6.89806e-09 8.60496e-09 8.38841e-09 7.22861e-09 7.13136e-09 6.36402e-09 1.08363e-08 1.62543e-08 9.52204e-09
threshold=-0.083284999999999984 0.091650000000000023 0.12358500000000001 0.082850000000000021 -0.41094499999999995 0.10136500000000002 0.088435000000000014 0.084655000000000022 -0.0090299999999999981 -0.083384999999999973 -0.077709999999999987 0.088135000000000019 0.12086000000000001 0.12811000000000003 0.10216000000000001 0.09172000000000001 0.13756000000000004 -0.013199999999999998 -0.016799999999999995 0.14285500000000004 -0.11676499999999999 0.11634000000000001 0.11453000000000001 0.11751000000000002 -0.15178999999999995 0.092320000000000013 -0.15914499999999995 -0.31455999999999995 0.084940000000000015 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 -1 -5 6 7 8 -6 -2 -11 12 13 21 15 16 17 -15 19 -18 -21 22 24 -23 -12 -25 27 -26 -29 -28
right_child=2 -3 -4 4 5 -7 -8 -9 -10 10 11 -13 -14 14 -16 -17 18 -19 -20 20 -22 23 -24 25 26 -27 29 28 -30 -31
leaf_value=-2.2227864423927568e-06 1.1894849156609176e-06 5.6683023231058813e-06 -5.3103873506188398e-06 1.2228201247429147e-06 -7.6679973814031621e-07 -2.0593436665876652e-06 1.8892777926670204e-06 -1.2681714035049177e-06 1.0782754383466522e-06 -1.608541620318396e-06 1.9257746359357955e-06 1.7084217093031928e-06 -1.5275030500561115e-06 -3.0780422139901634e-06 1.4382228928498467e-06 -2.714794543462198e-06 2.8724993351936235e-06 -2.5643570614990998e-07 -1.9015472011574278e-06 8.0332694475752455e-07 -1.5635649584117513e-06 2.3218610208543939e-06 -1.9109146226424932e-06 7.5504009760822889e-07 1.3339896586811187e-06 -1.2556326551434309e-06 8.4304577023408934e-07 -4.161388135286501e-07 -3.4857901621011402e-06 -1.7822607992985325e-10
leaf_weight=38 24 27 20 33 23 25 22 24 27 29 20 21 20 37 28 21 32 49 20 33 22 27 23 89 21 22 143 69 23 2109
leaf_count=38 24 27 20 33 23 25 22 24 27 29 20 21 20 37 28 21 32 49 20 33 22 27 23 89 21 22 143 69 23 2109
internal_value=0 3.65538e-07 -2.75803e-08 -3.80163e-07 7.45098e-08 -2.38666e-07 2.35469e-07 -2.56204e-07 2.29541e-07 9.08044e-09 -8.31988e-10 1.56486e-08 2.98897e-09 1.39681e-08 -4.01624e-07 -6.42351e-07 -4.16852e-07 -1.47038e-06 4.2991e-07 9.65877e-07 -1.4343e-07 5.34706e-08 1.40661e-08 7.4105e-07 3.26298e-08 3.56528e-07 1.66202e-08 -7.1569e-07 -1.18355e-06 5.33657e-08
internal_weight=0 219 2902 192 154 121 96 74 50 2882 2858 2829 2808 2788 242 214 193 86 107 87 55 2546 2408 138 2385 111 2365 113 92 2252
internal_count=3121 219 2902 192 154 121 96 74 50 2882 2858 2829 2808 2788 242 214 193 86 107 87 55 2546 2408 138 2385 111 2365 113 92 2252
is_linear=0
shrinkage=0.1


Tree=7379
num_leaves=31
num_cat=0
split_feature=1453 1447 43 159 403 1452 158 482 482 484 12 130 2 3 12 11 33 47 47 47 159 481 47 3 456 47 1456 1455 1456 1429
split_gain=3.11708e-09 4.61308e-09 1.70313e-08 1.59095e-08 1.01303e-08 4.17694e-09 5.30267e-09 2.08553e-08 7.14735e-09 5.3006e-09 4.03911e-08 3.6182e-08 2.01394e-08 1.87548e-08 9.20374e-09 7.04153e-09 9.55454e-09 5.42739e-09 5.18128e-08 3.50989e-08 7.27708e-09 7.48113e-09 6.81629e-09 1.3574e-08 8.74689e-09 8.0935e-09 6.50186e-09 9.0906e-09 7.70133e-09 9.14684e-09
threshold=-0.087504999999999986 -0.086359999999999978 -0.072269999999999987 -0.092414999999999983 -0.57146499999999989 -0.073879999999999987 -0.46413499999999996 0.11191500000000001 0.11524000000000002 0.10126500000000001 0.090285000000000018 -0.23123999999999997 0.31765000000000004 -0.082794999999999994 0.084405000000000022 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.096475000000000019 0.091210000000000013 -0.45371999999999996 0.11244000000000001 0.10843500000000002 -0.079379999999999992 0.086265000000000022 0.11328000000000001 -0.090954999999999994 -0.037084999999999993 0.11585000000000002 0.11475
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -6 7 -7 9 11 13 -8 15 -11 -15 -13 -17 19 -19 20 -18 26 23 24 -20 -24 -22 -28 29 -29
right_child=1 4 -4 -5 5 6 8 -9 -10 10 -12 12 -14 14 -16 16 17 18 22 -21 21 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=-9.1239170418506348e-07 1.3956484952171166e-06 -2.2540161307915694e-06 2.668883484110059e-06 -1.7109577308193527e-06 1.376926717388084e-06 7.345760716435184e-07 4.0620549270897754e-06 -3.1919039344074918e-06 1.5478857855555361e-06 2.3720350211912471e-06 -4.2095649705515829e-06 1.6841888636918157e-06 -3.1712876685219271e-06 4.1197777846946341e-07 -2.3212562651182951e-06 -1.9095639852541633e-06 -1.8940021448088374e-06 5.3372855984079601e-06 6.3515518845771579e-07 -3.920098375285465e-06 -1.7473859445869623e-06 1.8569853068584052e-06 -1.9525304265445041e-06 1.9967363574045924e-06 -2.0151318096850447e-06 -3.1334933104127624e-08 1.8443068900827105e-06 -6.6264843905492874e-10 -1.6206500231321336e-06 2.0484713941600191e-06
leaf_weight=37 32 20 30 34 22 31 22 24 30 30 25 25 20 28 22 26 20 20 33 23 21 22 26 45 20 140 27 2215 29 22
leaf_count=37 32 20 30 34 22 31 22 24 30 30 25 25 20 28 22 26 20 20 33 23 21 22 26 45 20 140 27 2215 29 22
internal_value=0 1.09503e-08 6.93278e-07 -2.04724e-07 -1.09719e-08 4.14295e-09 -6.10866e-09 -9.78797e-07 1.23963e-08 -3.7046e-09 -7.01051e-07 2.28634e-08 -9.63926e-09 3.9536e-07 -7.90645e-07 1.36595e-08 -1.87159e-09 1.6754e-08 4.29942e-07 -3.25715e-08 5.3797e-09 2.16415e-08 5.8174e-08 7.19496e-07 -3.64953e-07 -3.32245e-07 4.19228e-09 2.02338e-08 -1.50055e-09 1.94898e-08
internal_weight=0 3084 96 66 2988 2968 2946 55 2891 2861 105 2756 2734 80 50 2714 2689 2663 284 2379 2356 2336 264 98 53 166 2314 2293 2266 2237
internal_count=3121 3084 96 66 2988 2968 2946 55 2891 2861 105 2756 2734 80 50 2714 2689 2663 284 2379 2356 2336 264 98 53 166 2314 2293 2266 2237
is_linear=0
shrinkage=0.1


Tree=7380
num_leaves=31
num_cat=0
split_feature=130 10 0 40 4 46 1452 12 142 4 14 1 3 0 4 1453 481 1453 1452 3 2 2 13 2 2 2 15 2 3 481
split_gain=3.79755e-09 7.60769e-09 1.23509e-08 8.47482e-09 6.52466e-09 3.97131e-09 4.41557e-09 5.47629e-09 1.39246e-08 1.07935e-08 8.44993e-09 3.74335e-08 1.00603e-08 9.88953e-09 7.70643e-09 4.42664e-09 1.60211e-08 5.12472e-09 6.85329e-09 9.40603e-09 5.37543e-09 3.33571e-08 3.4899e-08 3.39533e-08 4.52494e-08 2.94601e-08 4.77074e-08 4.73921e-08 3.16381e-08 2.82342e-08
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.63113500000000011 0.084955000000000017 0.11396500000000002 0.12757000000000002 -0.057499999999999989 0.018150000000000003 -1.0000000180025095e-35 0.11061500000000002 -0.022174999999999997 -0.064339999999999994 0.51164000000000009 -0.082454999999999987 -0.081539999999999987 -0.079219999999999985 0.082765000000000019 -0.082234999999999989 0.091055000000000011 0.090425000000000019 -0.066634999999999986 0.090050000000000005 0.089775000000000008 0.093175000000000022 0.095175000000000023 0.093680000000000013 -0.096099999999999977 -0.087424999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 8 -5 -9 11 -10 -13 14 -14 16 -12 -17 20 -20 21 23 -23 24 29 26 28 -27 -22 -19
right_child=1 3 -4 4 -6 -7 -8 9 10 -11 15 12 13 -15 -16 17 -18 18 19 -21 25 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-1.3735366579226139e-06 -3.3179492169616817e-07 -2.0112531490754227e-06 3.1404942458834744e-06 2.4344606636670667e-06 1.6468603211213424e-06 9.4563277417724163e-07 1.1107519526376564e-06 1.2574206694433301e-07 -4.808899886938889e-06 -2.6791390802788125e-06 1.0270989870756844e-06 1.784204343256652e-06 -1.1750980113285032e-06 -2.4964549561445892e-06 1.5030833248436632e-06 1.5357510133898442e-06 -2.4392894723253754e-06 -2.2348755109388465e-06 1.8899028191299295e-07 -2.5825779355651931e-06 -2.3788631169736617e-06 -5.8835475238083746e-06 -3.27273365795778e-07 3.3789913258346891e-06 -4.6849274342873415e-06 -4.1279483504560495e-06 5.8494829008023688e-06 1.2666999795709834e-07 1.6680326202798395e-06 7.3298123216536808e-08
leaf_weight=20 21 21 20 23 24 43 34 34 20 23 24 23 21 20 22 22 30 55 25 24 25 20 26 29 21 27 22 863 85 1454
leaf_count=20 21 21 20 23 24 43 34 34 20 23 24 23 21 20 22 22 30 55 25 24 25 20 26 29 21 27 22 863 85 1454
internal_value=0 8.85952e-09 1.362e-06 -9.27086e-09 4.56317e-09 -8.50984e-09 -2.23147e-08 -3.54271e-08 -1.62235e-08 -1.00605e-06 -3.59456e-08 -9.12072e-07 -5.83284e-09 -6.59338e-07 1.95134e-07 -2.19947e-09 -8.98672e-07 1.57433e-08 3.24695e-09 -1.16851e-06 2.51031e-08 -8.90439e-08 -2.74304e-06 -1.07347e-08 -7.49844e-08 2.04365e-07 1.59848e-06 -2.40269e-09 7.48284e-07 -1.08301e-08
internal_weight=0 3101 41 3060 3039 3015 2972 2938 2881 57 2858 106 86 63 43 2752 54 2698 2676 49 2627 1605 46 1559 1530 1022 132 890 110 1509
internal_count=3121 3101 41 3060 3039 3015 2972 2938 2881 57 2858 106 86 63 43 2752 54 2698 2676 49 2627 1605 46 1559 1530 1022 132 890 110 1509
is_linear=0
shrinkage=0.1


Tree=7381
num_leaves=31
num_cat=0
split_feature=132 1185 15 2 2 16 2 15 1373 15 457 1374 2 128 2 1185 1185 394 390 0 0 0 9 2 151 0 0 42 1371 1375
split_gain=3.30238e-09 1.53663e-08 9.50736e-09 4.05504e-09 5.18709e-09 7.18558e-09 4.0792e-09 3.40804e-09 3.22991e-09 3.53847e-08 3.35401e-08 5.99815e-09 1.85964e-08 4.10961e-09 1.88894e-08 8.63523e-09 5.14246e-09 5.62283e-09 1.2188e-08 4.39774e-09 4.82146e-08 3.71563e-08 1.92031e-08 1.43686e-08 1.02996e-08 1.36649e-08 3.29148e-08 3.3931e-08 3.10573e-08 1.75051e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.10467500000000002 0.090675000000000019 -0.090764999999999985 0.084245000000000014 0.084655000000000022 0.081220000000000014 -0.022504999999999997 -0.076219999999999982 -0.035729999999999991 0.087470000000000006 0.10773500000000001 0.089005000000000015 0.090595000000000009 0.085905000000000009 -0.11103499999999998 0.090205000000000007 -0.083804999999999977 -0.084044999999999995 -0.083389999999999978 0.088235000000000022 -0.0050599999999999994 0.092070000000000013 -0.084674999999999986 -0.085669999999999982 0.083995000000000014 0.083235000000000017 -0.082349999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 -8 11 10 -10 12 -3 15 -15 16 17 -13 19 20 22 -21 23 -19 25 26 28 -28 29 -25
right_child=1 8 -4 -5 -6 6 7 -9 9 -11 -12 13 -14 14 -16 -17 -18 18 -20 21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=1.3115335624708428e-06 2.7236965165467978e-06 -1.3438472467983265e-06 -2.0272721940273187e-06 8.4362275348187018e-07 -1.6231962429348922e-06 -1.2123927426939698e-06 9.8526639315347588e-07 -5.7113367521357279e-07 -1.0505991261017448e-07 2.082999475779464e-06 -5.4281800271382972e-06 1.6609413182777646e-06 2.3819341617422039e-06 2.1122085160804536e-06 -1.6677594578595747e-06 -1.7921943885489277e-06 1.3295826769190801e-06 2.0902437213976557e-06 -2.4215930395820625e-06 3.9391429818351754e-06 -4.7809358472312107e-06 4.8597809257561211e-08 -2.9173277099566213e-06 -2.5771724704799665e-06 -1.5584441844008655e-06 1.7082986110810655e-06 6.7146736739687194e-07 -4.1074593796635709e-06 3.6242812299747132e-06 5.3834346726679679e-08
leaf_weight=29 21 21 30 36 26 43 24 34 29 30 20 20 37 39 20 27 29 32 21 25 22 1357 23 26 44 45 24 39 24 924
leaf_count=29 21 21 30 36 26 43 24 34 29 30 20 20 37 39 20 27 29 32 21 25 22 1357 23 26 44 45 24 39 24 924
internal_value=0 2.8466e-08 -3.71718e-07 -1.13038e-07 -3.33806e-07 -7.59274e-08 -4.74307e-07 7.28939e-08 8.7996e-09 -6.21777e-07 -2.27776e-06 2.65972e-08 1.03294e-06 5.30275e-09 8.30863e-07 -1.28584e-08 5.23659e-09 -9.38871e-09 -2.22078e-08 -2.71572e-09 -1.42515e-07 1.18977e-07 -5.61095e-08 7.19512e-10 -5.86631e-08 2.32619e-09 -7.17035e-08 -2.28692e-06 7.15803e-08 -1.81722e-08
internal_weight=0 2899 222 192 156 130 101 58 2878 79 49 2799 58 2741 59 2682 2655 2626 2606 2585 1203 1382 1181 1158 1126 1082 1037 63 974 950
internal_count=3121 2899 222 192 156 130 101 58 2878 79 49 2799 58 2741 59 2682 2655 2626 2606 2585 1203 1382 1181 1158 1126 1082 1037 63 974 950
is_linear=0
shrinkage=0.1


Tree=7382
num_leaves=31
num_cat=0
split_feature=40 130 12 16 1212 401 483 160 43 4 2 2 0 457 2 448 1348 16 52 160 160 12 3 34 160 160 0 1 48 14
split_gain=3.30065e-09 1.22385e-08 6.95611e-09 7.01565e-09 4.30622e-09 7.416e-09 4.21458e-09 4.4631e-09 2.16111e-08 2.42169e-08 2.33382e-08 1.14325e-08 1.81542e-08 6.59107e-09 1.36849e-08 1.34444e-08 1.33496e-08 5.20784e-09 1.11084e-08 1.10103e-08 1.24189e-08 9.30653e-09 9.1305e-09 8.69279e-09 1.17578e-08 2.66823e-08 1.05199e-08 9.89356e-09 2.51329e-08 1.57162e-08
threshold=-0.24620999999999996 -0.22699999999999995 0.13043000000000002 -0.082179999999999989 -0.52517999999999987 0.13699500000000003 -0.47181499999999993 0.10908000000000002 -0.095589999999999994 0.033845000000000007 0.098260000000000014 0.08647500000000001 -0.085254999999999984 0.11612500000000002 0.090175000000000019 0.030280000000000001 0.091105000000000005 -0.5009849999999999 0.19022000000000003 0.10396000000000001 0.090980000000000019 0.086915000000000006 -0.085709999999999995 -0.08786999999999999 0.088405000000000011 0.086325000000000013 -0.15599999999999997 0.10205500000000002 0.083685000000000009 0.062655000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 -6 13 -9 10 11 -10 -13 15 -15 16 17 18 21 20 23 -8 -22 -19 25 26 27 28 29 -25
right_child=1 2 3 -5 5 -7 7 8 9 -11 -12 12 -14 14 -16 -17 -18 19 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=1.2805217612310572e-06 -2.3584733717350243e-06 1.414334685380579e-06 2.3541645616660393e-06 1.608267146886127e-07 1.1898779764029816e-06 -1.941840409926954e-06 -6.7473575558857437e-07 2.47071955882916e-06 5.3900643483582542e-07 -3.3391644562390653e-06 2.8059329406460165e-06 -4.2849355531870968e-06 -2.4163674652299959e-08 -4.7391648300058133e-07 2.8028779543092244e-06 -2.4771144105464124e-06 2.5789714857182848e-06 1.8903152720213258e-06 -2.6698225962631808e-06 1.998569418252113e-06 -1.7007976111926836e-08 8.6760666735901598e-07 -2.8590105933709804e-06 3.6923587060755383e-06 2.2660574157292191e-06 -3.4722665676864297e-06 -1.4858423047374926e-08 2.8845256526002905e-06 -2.4729075630602894e-06 -8.7511563668323858e-08
leaf_weight=20 22 21 25 35 29 20 142 20 26 34 20 20 20 26 25 22 20 25 21 28 20 54 26 22 23 22 2268 23 20 22
leaf_count=20 22 21 25 35 29 20 142 20 26 34 20 20 20 26 25 22 20 25 21 28 20 54 26 22 23 22 2268 23 20 22
internal_value=0 -8.26426e-09 8.5284e-09 1.07472e-06 -1.26612e-08 -2.26568e-08 -9.76774e-09 -2.15649e-08 -5.72617e-07 -1.07984e-06 -1.86618e-07 -1.09345e-06 -2.15455e-06 5.89945e-09 1.13236e-06 -1.49306e-08 4.86767e-09 -1.40874e-08 -4.84e-07 2.67173e-08 4.37336e-09 -2.49805e-07 -1.62336e-06 3.52499e-08 1.59263e-08 -5.84611e-09 2.65366e-08 1.10566e-06 4.66383e-07 1.80242e-06
internal_weight=0 3101 3079 60 3019 2998 2978 2949 140 120 86 66 40 2809 51 2758 2736 2716 217 2499 2471 196 46 2425 2400 2377 2355 87 64 44
internal_count=3121 3101 3079 60 3019 2998 2978 2949 140 120 86 66 40 2809 51 2758 2736 2716 217 2499 2471 196 46 2425 2400 2377 2355 87 64 44
is_linear=0
shrinkage=0.1


Tree=7383
num_leaves=31
num_cat=0
split_feature=447 448 48 4 0 1373 52 150 1374 2 456 456 457 457 15 39 15 480 0 0 130 12 0 0 15 2 14 124 52 16
split_gain=3.25398e-09 6.69442e-09 3.43873e-09 1.17948e-08 4.14418e-09 3.81395e-09 3.80433e-08 5.44653e-08 5.57698e-09 1.63834e-08 5.84809e-09 9.57419e-09 6.96147e-09 4.55976e-09 1.5662e-08 1.48117e-08 5.30097e-09 2.24574e-08 1.32053e-08 2.78098e-08 7.5995e-09 6.88428e-09 5.78937e-09 1.80408e-08 4.19523e-08 1.33413e-08 2.01593e-08 1.44835e-08 1.1619e-08 8.69071e-09
threshold=0.10419500000000002 1.0000000180025095e-35 -0.09386499999999999 -0.0086549999999999978 -0.24955499999999997 0.081220000000000014 -0.020999999999999994 0.090480000000000019 -0.035729999999999991 0.087470000000000006 0.091895000000000018 0.10512000000000001 0.097000000000000017 0.084515000000000021 -0.015744999999999999 0.085970000000000005 0.12044500000000001 0.11747 -0.10011499999999998 -0.075684999999999988 -0.22562499999999999 0.13597000000000004 -0.14794999999999997 -0.14116499999999996 -0.11033999999999998 0.083865000000000009 -1.0000000180025095e-35 -0.082254999999999981 -0.046924999999999988 -0.5048999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 8 7 -7 9 -6 12 -12 13 16 15 -15 17 20 -18 -20 -10 22 25 24 -24 -22 -27 -28 -29 -25
right_child=-2 -3 4 -5 5 6 -8 -9 10 -11 11 -13 -14 14 -16 -17 18 -19 19 -21 21 -23 23 29 -26 26 27 28 -30 -31
leaf_value=6.4135180555998279e-07 -1.2714481886177965e-06 1.6060652141137463e-06 1.1395512032663647e-06 -2.6038160881182105e-06 -1.1637269056206736e-06 -2.2640363325039786e-06 -3.5891749285659514e-06 4.9463467048482819e-06 -1.8424323521369093e-06 2.4092657333836323e-06 2.3340860564160351e-06 -5.1286618773225379e-07 -1.7572342664567736e-06 -1.4737448097819014e-06 2.5543057707485182e-06 1.8027963371671582e-06 -1.5969275727911739e-06 -3.1713567414439951e-06 4.4954126121865562e-06 1.6138547102516162e-07 -1.2817148875442261e-06 1.4893900110261409e-06 1.3582047943470703e-06 -1.0662071131739278e-06 -4.6012556005600211e-06 3.6594897378365761e-06 2.7953089475626519e-06 -2.0633688030141891e-06 5.1838858957530138e-07 9.6353835470368878e-10
leaf_weight=24 20 26 32 21 21 22 28 20 23 33 27 21 23 37 30 22 20 23 20 57 33 30 21 79 27 23 21 23 72 2242
leaf_count=24 20 26 32 21 21 22 28 20 23 33 27 21 23 37 30 22 20 23 20 57 33 30 21 79 27 23 21 23 72 2242
internal_value=0 8.19459e-09 -5.31586e-09 -8.7306e-07 7.57143e-09 -4.51108e-09 -7.33982e-07 1.16948e-06 1.29285e-08 1.01977e-06 -5.9892e-09 1.08854e-06 -2.458e-08 -1.03627e-08 6.93957e-07 -2.51984e-07 -3.34594e-08 -6.03659e-08 6.92461e-07 1.28711e-06 -3.27819e-08 -1.65929e-08 -3.43731e-08 -7.5045e-08 -1.99399e-06 5.25812e-07 9.54937e-07 4.1869e-07 -1.06668e-07 -3.53598e-08
internal_weight=0 3101 3075 45 3030 2998 70 42 2928 54 2874 48 2826 2803 89 59 2714 2617 97 77 2594 2571 2541 2369 48 172 139 116 95 2321
internal_count=3121 3101 3075 45 3030 2998 70 42 2928 54 2874 48 2826 2803 89 59 2714 2617 97 77 2594 2571 2541 2369 48 172 139 116 95 2321
is_linear=0
shrinkage=0.1


Tree=7384
num_leaves=31
num_cat=0
split_feature=120 1 120 4 33 9 3 34 34 10 16 150 2 45 52 52 52 3 1210 42 2 2 2 42 3 4 3 4 3 2
split_gain=3.13052e-09 7.0109e-09 1.87398e-08 7.20254e-09 5.09982e-09 5.24541e-09 2.00206e-08 5.19808e-09 5.69348e-09 5.96628e-09 2.06648e-07 5.4723e-08 1.5398e-08 4.0026e-09 3.68489e-09 1.29471e-08 1.14653e-08 4.56425e-08 1.92467e-08 1.89976e-08 1.07027e-08 4.57348e-08 3.51159e-08 5.74568e-08 2.79214e-08 2.88771e-08 2.47011e-08 1.64706e-08 2.63616e-08 1.88439e-08
threshold=0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.63113500000000011 -0.044254999999999996 0.091600000000000015 -0.13309499999999996 -0.08786999999999999 -0.083689999999999987 -0.0093599999999999985 -0.056919999999999991 0.085210000000000022 -0.0091949999999999983 0.094030000000000016 0.091275000000000009 0.090245000000000006 0.10160000000000001 -0.071329999999999991 -0.064344999999999999 0.089535000000000017 0.090310000000000015 0.088745000000000004 0.093320000000000014 0.090395000000000017 -0.069009999999999974 -0.017809999999999996 -0.07359499999999998 -0.072334999999999997 -0.074084999999999998 0.097605000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6 -9 10 11 -10 -11 14 15 -14 17 19 -18 -16 21 24 23 -22 26 -26 -20 28 -24 -29
right_child=-2 -3 -4 -5 5 6 -8 8 9 12 -12 -13 13 -15 16 -17 18 -19 20 -21 22 -23 27 -25 25 -27 -28 29 -30 -31
leaf_value=1.5940397884151025e-06 -1.0927145035511698e-06 1.711688808351634e-06 -3.055179051898449e-06 1.7788017835893859e-06 1.5393990855210921e-06 1.0411633406254789e-06 -3.225041371541176e-06 -1.3977101726313464e-06 -6.6970362868665868e-06 -2.0664038607836552e-06 8.863686070981203e-06 3.6349991245040897e-07 6.1926685563930996e-08 -1.1150676956980709e-06 7.9087570554747803e-07 2.189367485454278e-06 2.9766384332539193e-06 -5.3052031208131846e-06 -5.6265915668005703e-08 -2.4598791412131507e-06 6.4913848518699524e-06 -5.0820461031738288e-06 -4.5070179268691394e-07 -8.214217093690682e-07 -5.2089811013900091e-06 1.0040218750786847e-07 3.6342176956947828e-06 -2.2463546383510132e-06 4.0460203732353964e-06 -2.1235575919339077e-08
leaf_weight=20 26 24 20 23 22 22 22 29 21 36 22 23 2106 31 64 29 21 21 133 25 22 21 32 21 20 21 21 51 22 150
leaf_count=20 26 24 20 23 22 22 22 29 21 36 22 23 2106 31 64 29 21 21 133 25 22 21 32 21 20 21 21 51 22 150
internal_value=0 9.17446e-09 -4.13077e-09 1.58696e-08 2.47872e-09 -8.10347e-09 -1.09194e-06 7.98586e-09 -3.46591e-09 1.04143e-08 9.50361e-07 -3.0063e-06 -1.13758e-08 1.49426e-08 2.75434e-08 9.0824e-08 -1.8192e-07 -1.11173e-06 9.25541e-09 -1.22258e-07 -1.1198e-07 -6.47958e-07 2.76514e-07 2.92001e-06 -1.70441e-07 -2.48954e-06 4.46982e-07 -1.69253e-07 1.3813e-06 -5.85818e-07
internal_weight=0 3095 3071 3051 3028 3008 44 2964 2942 2913 66 44 2847 2811 2780 2135 645 110 535 89 514 216 298 43 195 41 154 255 54 201
internal_count=3121 3095 3071 3051 3028 3008 44 2964 2942 2913 66 44 2847 2811 2780 2135 645 110 535 89 514 216 298 43 195 41 154 255 54 201
is_linear=0
shrinkage=0.1


Tree=7385
num_leaves=31
num_cat=0
split_feature=130 40 15 16 15 142 11 9 104 34 49 9 10 48 4 4 40 15 40 1 4 4 4 1456 48 43 133 4 150 43
split_gain=3.14783e-09 6.82158e-09 4.68953e-09 7.12333e-09 5.64689e-09 3.98008e-09 6.21936e-09 5.66105e-09 1.25146e-08 5.28014e-09 2.069e-08 1.41804e-08 8.85239e-09 2.47562e-08 6.63043e-09 8.18269e-09 5.12372e-09 1.05611e-08 9.96184e-09 5.03155e-09 6.17781e-09 2.70479e-08 2.20698e-08 1.39218e-08 1.43769e-08 1.68612e-08 3.24062e-08 2.93338e-08 1.74266e-08 1.31901e-08
threshold=-0.23123999999999997 -0.24290999999999999 -0.5556049999999999 -0.50339499999999993 -0.52744999999999986 -0.057499999999999989 -0.014494999999999999 -0.090659999999999977 0.077525000000000011 -0.057544999999999992 -1.0000000180025095e-35 0.091600000000000015 -0.0093599999999999985 0.086665000000000006 0.50996500000000011 0.50500500000000004 -0.083564999999999987 -0.091604999999999978 -0.081564999999999985 0.13927000000000003 0.056795000000000005 0.053180000000000012 0.04735000000000001 0.0058550000000000008 -0.072824999999999987 -0.095049999999999982 0.089595000000000022 0.060330000000000002 0.078525000000000011 -0.081454999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 -7 -8 9 10 -9 12 13 -11 15 16 17 -14 -18 20 21 22 -20 24 -22 26 -26 -27 29 -29
right_child=1 2 4 -5 5 6 7 8 -10 11 -12 -13 14 -15 -16 -17 18 -19 19 -21 23 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=1.1655673075517331e-06 -1.8495106235150163e-06 -1.6023512158606463e-07 -1.5395491307875394e-06 2.3616928111940591e-06 1.3108988459071439e-06 -1.6847886317092081e-06 1.6795333164054682e-06 -6.3419052425630194e-07 -2.4410396539072584e-06 3.793783531074785e-06 3.4310994795391928e-06 -2.1025177650457751e-06 -2.5028274014478786e-06 -9.5022903678909643e-07 -1.2399280414028063e-06 1.7438007582178989e-06 2.1314762555200352e-06 5.3047466198305218e-07 -4.6012279577182036e-08 -1.2516139051399478e-06 -1.5387082172916659e-06 -2.9417768995898544e-06 3.0680645661208397e-06 -1.4521830313409928e-06 1.4548690449108412e-06 4.3734247848684998e-06 -3.9241758545791701e-06 -1.970859855083247e-06 2.8749279127024159e-06 6.5597465773230553e-07
leaf_weight=23 20 24 24 21 23 22 20 31 21 22 21 32 24 22 43 27 22 22 2166 32 30 32 23 38 24 24 21 21 33 213
leaf_count=23 20 24 24 21 23 22 20 31 21 22 21 32 24 22 43 27 22 22 2166 32 30 32 23 38 24 24 21 21 33 213
internal_value=0 -8.64914e-09 3.31227e-09 1.01666e-06 -1.17226e-08 4.63427e-10 -9.63035e-09 2.80335e-09 -8.58748e-09 8.88823e-09 1.00756e-06 -9.19989e-09 1.43951e-08 1.42178e-06 -7.76047e-09 1.14921e-08 -5.67201e-09 -1.05212e-06 1.22961e-08 -5.25077e-09 9.94299e-09 -5.54858e-08 -1.32924e-08 3.69639e-07 5.5879e-07 7.46067e-07 -1.05535e-06 1.02464e-06 7.23622e-07 4.20233e-07
internal_weight=0 3098 3078 45 3033 3009 2986 2964 2944 2923 52 2871 2839 44 2795 2752 2725 46 2679 2657 2625 2221 2189 404 366 336 45 291 267 234
internal_count=3121 3098 3078 45 3033 3009 2986 2964 2944 2923 52 2871 2839 44 2795 2752 2725 46 2679 2657 2625 2221 2189 404 366 336 45 291 267 234
is_linear=0
shrinkage=0.1


Tree=7386
num_leaves=31
num_cat=0
split_feature=1348 448 148 49 47 47 47 47 1453 51 46 49 132 1186 1185 1203 49 49 9 10 1 1 1447 479 394 1 160 2 2 481
split_gain=3.24636e-09 1.25978e-08 7.53856e-09 4.33687e-09 3.77766e-09 3.17518e-08 2.36427e-08 5.64301e-09 4.82023e-09 1.29705e-08 5.67343e-09 5.59326e-09 4.80858e-09 8.79916e-08 5.89325e-08 9.59166e-09 5.65529e-09 8.6538e-09 5.59357e-09 1.70148e-08 5.47263e-09 2.65955e-08 1.9474e-08 1.5008e-08 1.41064e-08 1.40399e-08 2.24007e-08 1.44892e-08 3.08724e-08 3.0115e-08
threshold=0.095915000000000014 0.056825000000000007 -0.095079999999999984 0.41663000000000006 0.092710000000000015 0.096475000000000019 0.09055500000000001 0.099745000000000014 -1.0000000180025095e-35 -0.41904999999999998 0.10123000000000001 0.12497000000000001 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.085960000000000023 0.15665000000000004 0.13725000000000001 0.08925000000000001 0.053330000000000009 0.085110000000000005 0.085760000000000017 0.059120000000000013 0.091680000000000011 -0.085984999999999992 0.079415000000000013 -0.046074999999999991 0.082850000000000021 0.083715000000000026 -0.085784999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 12 -7 -9 -10 11 -11 13 15 -14 -4 17 18 20 -20 22 -22 25 24 -23 27 -27 -16 -29 -30
right_child=-2 -3 3 -5 5 7 -8 8 9 10 -12 -13 14 -15 16 -17 -18 -19 19 -21 21 23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-1.6716658019841243e-06 -1.2104648538462988e-06 2.4495550589909685e-06 4.7220256059016065e-08 1.1834215874548516e-06 -3.3192445631158308e-06 1.3547545238777407e-06 3.3744828182794406e-06 1.3445130514355698e-06 -2.70650415401974e-06 2.9264187463039749e-08 1.5612807806064668e-06 -1.4616965813729623e-06 -5.4373958573705756e-06 6.5965738913508257e-06 -1.5515886179007611e-06 -2.0736657470479261e-06 1.5403224009169492e-06 -2.0738410660214872e-06 3.3250725431344108e-06 -4.1605593387137037e-07 -3.715431265456053e-06 2.5768551401483821e-06 2.5930207511332662e-06 -2.5831089876267773e-06 -1.0952863343514377e-07 -1.8881763905839131e-07 3.0690141877643423e-06 3.1685447215896871e-06 -2.2513078035977931e-06 8.1985651212953528e-08
leaf_weight=27 22 21 145 31 32 28 21 20 20 156 20 30 20 21 59 25 24 20 20 31 21 20 31 24 863 46 39 31 58 1195
leaf_count=27 22 21 145 31 32 28 21 20 20 156 20 30 20 21 59 25 24 20 20 31 21 20 31 24 863 46 39 31 58 1195
internal_value=0 8.58868e-09 -8.06509e-09 6.65704e-09 -5.42233e-09 -3.38505e-07 3.21323e-08 9.61035e-09 -1.43495e-07 -2.75178e-07 -3.91265e-08 -2.11213e-07 6.06871e-09 4.89703e-07 -3.08514e-08 -2.64675e-07 1.27146e-08 -2.20103e-09 1.47936e-08 1.05105e-06 -7.34689e-09 -1.97203e-07 1.13412e-07 -1.15745e-07 -4.86819e-08 5.95827e-08 1.30595e-06 -1.93014e-08 5.11074e-08 -2.602e-08
internal_weight=0 3099 3078 3051 3020 306 2714 274 246 226 206 186 2693 191 2502 170 2482 2458 2438 51 2387 928 1459 907 883 1428 85 1343 1284 1253
internal_count=3121 3099 3078 3051 3020 306 2714 274 246 226 206 186 2693 191 2502 170 2482 2458 2438 51 2387 928 1459 907 883 1428 85 1343 1284 1253
is_linear=0
shrinkage=0.1


Tree=7387
num_leaves=31
num_cat=0
split_feature=1447 1447 403 1456 1453 0 403 403 403 1452 158 482 482 49 482 1 482 483 482 13 151 12 51 401 4 133 16 13 403 15
split_gain=3.3738e-09 1.30748e-08 2.15591e-08 1.21614e-08 1.19307e-08 7.867e-09 5.83052e-09 1.26608e-08 8.02845e-09 4.54394e-09 5.12308e-09 1.72024e-08 6.11217e-09 9.20548e-09 8.94513e-09 2.08164e-08 2.0959e-08 3.50735e-08 1.55255e-08 5.17982e-09 1.42598e-08 2.08485e-08 1.79826e-08 2.24018e-08 5.81959e-08 1.69127e-08 1.47689e-08 1.13601e-08 3.8271e-08 6.81131e-08
threshold=-0.086849999999999997 -0.086279999999999982 -0.55327499999999985 0.085275000000000004 -0.087504999999999986 -0.084674999999999986 -0.54856499999999986 -0.53960999999999981 -0.53255499999999989 -0.073879999999999987 -0.46413499999999996 0.11191500000000001 0.11117500000000001 0.0065400000000000015 0.098465000000000011 0.16540500000000002 0.089605000000000018 0.088610000000000008 0.087425000000000017 -0.093219999999999983 -0.0093999999999999986 0.09141500000000001 0.095375000000000015 0.080710000000000018 -0.07712999999999999 -0.088004999999999986 -0.5009849999999999 -0.087714999999999987 -0.0038999999999999994 0.089295000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -4 -1 -6 -8 -9 -10 11 -11 14 -14 15 16 18 -18 19 20 -12 22 23 24 -22 -23 -26 28 -21 -30
right_child=1 2 4 -5 6 -7 7 8 9 10 12 -13 13 -15 -16 -17 17 -19 -20 27 21 25 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-1.2673490126021094e-06 -2.3925021591624146e-06 2.5826323325262027e-06 -2.045291932580736e-06 2.4222951702986745e-06 -1.5593507422787906e-06 1.0674841801287752e-06 2.5130967401310048e-06 -1.959766251231832e-06 1.4342713226059544e-06 5.9188912620166165e-07 9.3914542981646054e-07 -2.9741793589721513e-06 2.7577592391025974e-06 -2.3995653680772413e-07 -1.8537466889238903e-06 2.8822667245549386e-06 8.1985670268422581e-08 -5.0422969235923309e-06 2.731998161141833e-06 -1.2629872011052227e-06 -6.076958210693799e-06 -1.2891837814095199e-06 1.3139134227257133e-06 1.6848250133829935e-07 -3.0810881778759522e-06 1.9300634948680977e-06 -3.5836453933469378e-07 -7.4739289111101673e-09 7.8215050939434153e-07 7.1749494645700917e-06
leaf_weight=31 23 32 29 26 24 27 20 21 22 31 69 24 20 21 26 25 34 22 21 59 30 25 26 57 27 47 76 2106 100 20
leaf_count=31 23 32 29 26 24 27 20 21 22 31 69 24 20 21 26 25 34 22 21 59 30 25 26 57 27 47 76 2106 100 20
internal_value=0 -1.72915e-08 8.33862e-10 6.25166e-07 -2.68716e-08 -1.80444e-07 -7.04961e-09 5.66982e-09 -1.15693e-08 2.59698e-09 -8.39285e-09 -9.64213e-07 1.03087e-08 1.22234e-06 -7.63114e-09 9.86121e-09 -1.65493e-08 -1.93113e-06 2.37122e-08 2.18529e-09 -3.52056e-07 -6.61407e-07 -1.15263e-06 -1.49016e-06 -2.20101e-06 8.12269e-07 -1.07209e-06 5.75307e-08 8.22334e-07 1.84762e-06
internal_weight=0 3037 3014 84 2982 58 2953 2929 2909 2888 2866 55 2811 41 2770 2744 2719 56 2663 2642 357 288 216 190 133 72 103 2285 179 120
internal_count=3121 3037 3014 84 2982 58 2953 2929 2909 2888 2866 55 2811 41 2770 2744 2719 56 2663 2642 357 288 216 190 133 72 103 2285 179 120
is_linear=0
shrinkage=0.1


Tree=7388
num_leaves=31
num_cat=0
split_feature=421 9 33 2 9 147 448 150 456 2 457 13 150 484 49 1375 130 1 3 482 484 42 4 151 1366 45 1 1 131 1
split_gain=3.39954e-09 7.76973e-09 1.13212e-08 9.72276e-09 5.3824e-09 5.49557e-09 8.32551e-09 5.71389e-09 1.20603e-08 1.9142e-08 6.2644e-09 1.56362e-08 1.3312e-08 4.64969e-09 5.70882e-08 3.66377e-08 1.46687e-08 2.45153e-08 1.3353e-08 1.11608e-08 1.86037e-08 3.21293e-08 1.17471e-08 5.71611e-09 5.20316e-09 5.68431e-09 6.22953e-09 9.23578e-09 8.71757e-09 1.49588e-08
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.009184999999999997 -0.15339499999999998 0.085555000000000006 0.097985000000000017 1.0000000180025095e-35 0.11989500000000002 -0.085409999999999986 0.10774000000000002 0.091495000000000007 -0.085964999999999986 0.084680000000000019 0.091180000000000011 0.11042000000000002 -0.090674999999999992 -0.23123999999999997 0.16540500000000002 -0.086869999999999989 0.089745000000000005 0.11803500000000001 0.086730000000000015 -0.0082299999999999995 0.11088000000000002 -0.087024999999999977 0.094030000000000016 0.13820500000000002 0.14516000000000004 0.13767000000000004 0.13471500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 10 -9 -10 13 -12 -13 15 18 -4 -17 23 -15 20 21 -20 -21 24 -18 26 28 -28 29 -26
right_child=1 3 4 -5 -6 -7 -8 8 9 -11 11 12 -14 14 -16 16 17 -19 19 22 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-1.2995626957490457e-06 -2.0123808082774175e-06 -1.8976854789798382e-09 -4.014566447653045e-06 2.9562236936797605e-06 1.5316300564534132e-06 -1.1989295065979222e-06 1.9065136632928877e-06 1.1088718630552259e-06 -3.9450508795239745e-06 2.8681239638427983e-08 -1.2754292672822056e-06 1.4704261775477789e-07 3.2958793083488327e-06 -1.8334338659696113e-06 5.261409194190492e-06 2.6920325212387298e-06 1.5532645049022775e-06 -3.5141227840540526e-06 4.1200164647447167e-08 4.647590818179354e-07 -6.0978922285870892e-07 5.3724393524134944e-06 -2.7588446738491259e-06 1.505354266100767e-06 9.0988257646081428e-09 -1.3516399619994958e-06 -2.3470011691577904e-06 9.0807317264545604e-09 -1.9207509037345438e-06 2.4209608411113619e-06
leaf_weight=20 28 25 23 20 23 38 23 21 22 27 23 25 29 37 22 20 21 20 26 26 39 20 20 25 2348 32 28 41 23 26
leaf_count=20 28 25 23 20 23 38 23 21 22 27 23 25 29 37 22 20 21 20 26 26 39 20 20 25 2348 32 28 41 23 26
internal_value=0 8.38754e-09 -1.08204e-08 1.31282e-06 7.68804e-09 -3.97607e-09 1.13284e-08 -3.47778e-09 -8.96149e-07 -1.75544e-06 1.82644e-08 9.08074e-07 1.83808e-06 -6.23163e-09 4.71363e-07 -4.10391e-08 -5.67099e-09 -2.67139e-08 -1.55905e-07 3.17901e-07 9.9692e-07 2.35913e-06 -9.36808e-07 7.02816e-10 -1.42302e-08 -2.74077e-08 -1.02238e-08 -9.4701e-07 1.67425e-08 3.55135e-08
internal_weight=0 3101 3056 45 3028 3005 2967 2944 70 49 2874 77 54 2797 190 2607 2584 2564 168 131 85 46 46 2544 2519 2498 2466 69 2397 2374
internal_count=3121 3101 3056 45 3028 3005 2967 2944 70 49 2874 77 54 2797 190 2607 2584 2564 168 131 85 46 46 2544 2519 2498 2466 69 2397 2374
is_linear=0
shrinkage=0.1


Tree=7389
num_leaves=31
num_cat=0
split_feature=10 0 10 43 11 48 1 123 1 0 1 1184 376 9 10 4 13 4 132 50 132 1203 1213 0 15 48 13 147 4 4
split_gain=3.94133e-09 4.50569e-08 4.53927e-08 7.98598e-09 7.35735e-09 6.57584e-09 3.75231e-09 9.05992e-09 1.53747e-08 8.34723e-09 7.90511e-09 8.00361e-09 6.36154e-09 5.97649e-09 8.6791e-09 5.26912e-09 8.44171e-09 4.53806e-09 4.46862e-09 8.40802e-08 5.44549e-08 1.31378e-08 4.6448e-09 5.67008e-09 7.93585e-09 5.14133e-09 4.9646e-09 3.95556e-09 1.06418e-08 7.61625e-09
threshold=-0.011559999999999999 -0.10224499999999999 -0.086389999999999981 -0.076124999999999984 -1.0000000180025095e-35 0.087745000000000004 0.13686500000000004 0.090420000000000014 0.14089500000000002 -0.073309999999999986 0.13471500000000003 0.081725000000000006 0.088720000000000007 0.088235000000000022 -0.0069899999999999988 0.50822500000000004 -0.076384999999999995 0.42642000000000008 -0.083284999999999984 0.10022000000000002 -0.066044999999999979 0.089480000000000018 0.087385000000000004 -0.073309999999999986 0.084050000000000014 0.086125000000000021 -0.0087749999999999981 0.097985000000000017 0.41257000000000005 0.36766000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -2 -3 10 8 -8 -10 11 12 13 14 -6 17 -17 18 19 21 -20 22 23 24 25 -16 -26 28 29 -22
right_child=4 2 -4 -5 6 -7 7 -9 9 -11 -12 -13 -14 -15 15 16 -18 -19 20 -21 27 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-4.3392760571805417e-06 1.8876785199089293e-06 9.9305097171509273e-07 4.0897729013522624e-06 -2.3530002283204492e-06 2.0005765599722987e-06 -1.4072999985750185e-06 -3.3027286245550897e-06 8.9533025329142081e-07 9.9443756482742187e-07 -1.406304939640298e-06 1.7672652435206917e-06 -1.4259186741583108e-06 -1.3894161418926573e-06 -1.376954627756214e-06 9.9946786820776367e-07 -2.7732608668884494e-07 2.2728194439709856e-06 -1.3384836809867316e-06 -4.9461509309945876e-06 6.6431419875812034e-06 6.0522572826582701e-08 -2.6189971185885953e-06 1.5282212416423137e-06 1.3958626292757496e-06 -3.0023511103734012e-07 -9.5620224641379544e-07 -2.3360057984973538e-06 -1.0897151628341818e-06 1.937325178005267e-06 -1.6941673577548502e-06
leaf_weight=25 21 25 25 24 23 21 23 31 28 30 26 38 31 29 41 25 27 24 22 20 2348 20 20 21 23 20 25 30 30 25
leaf_count=25 21 25 25 24 23 21 23 31 28 30 26 38 31 29 41 25 27 24 22 20 2348 20 20 21 23 20 25 30 30 25
internal_value=0 -5.61972e-07 4.32056e-07 -8.74272e-07 2.24747e-08 -1.02761e-07 9.33068e-09 -5.58504e-07 -1.11491e-06 -2.47326e-07 3.15055e-08 1.5626e-08 3.51619e-08 5.10875e-08 6.61798e-08 4.98288e-08 1.04679e-06 3.04051e-08 4.2826e-08 5.10047e-07 6.66631e-09 -2.11493e-07 1.09508e-07 -1.08756e-07 -3.98637e-07 3.58265e-07 -1.36053e-06 5.14513e-08 6.56981e-08 4.20366e-08
internal_weight=0 120 95 70 3001 46 2980 112 81 58 2868 2842 2804 2773 2744 2721 52 2669 2645 190 2455 170 150 130 109 61 48 2433 2403 2373
internal_count=3121 120 95 70 3001 46 2980 112 81 58 2868 2842 2804 2773 2744 2721 52 2669 2645 190 2455 170 150 130 109 61 48 2433 2403 2373
is_linear=0
shrinkage=0.1


Tree=7390
num_leaves=31
num_cat=0
split_feature=448 1348 132 1185 1186 15 1213 42 2 1213 43 15 1213 42 42 403 1212 481 133 1447 481 160 4 403 402 1209 402 43 133 133
split_gain=3.61358e-09 6.22429e-09 3.48457e-09 1.8681e-08 1.09192e-08 8.42712e-09 6.1095e-09 4.80116e-09 8.21176e-09 1.24955e-08 4.88418e-09 7.15081e-09 3.90283e-09 1.18592e-08 3.53107e-08 2.92068e-08 7.44544e-09 5.02612e-09 3.52183e-08 7.36922e-08 1.44507e-08 1.37801e-08 1.44623e-08 4.65577e-09 9.6157e-09 5.75106e-09 4.22037e-09 2.70928e-08 7.46405e-09 1.01291e-08
threshold=0.068920000000000023 0.091105000000000005 -0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 0.086260000000000017 -0.049004999999999993 0.089125000000000024 -0.0074849999999999995 -0.0092949999999999994 -0.071579999999999991 0.091280000000000014 0.090990000000000015 0.095185000000000006 -0.50388999999999984 0.10083000000000002 -0.086729999999999988 0.087495000000000003 0.059120000000000013 -0.085474999999999982 0.050340000000000003 -0.013514999999999998 -0.55049499999999985 0.23460000000000003 0.12417500000000002 -0.45015499999999992 0.055925000000000009 0.50628500000000021 0.40431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 9 -1 -9 -12 17 15 -15 -14 -17 18 19 21 -19 22 -5 -22 25 26 27 -25 29 -28
right_child=-2 -3 3 12 -6 -7 -8 10 -10 -11 11 -13 13 14 -16 16 -18 20 -20 -21 23 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=3.321402002143259e-07 -1.3398518069607236e-06 1.4420650472857234e-06 2.995866842476452e-06 4.3650595489452821e-06 -2.5571091436220397e-06 -1.8775229218590539e-06 1.6041722772016607e-06 -9.1337927301538011e-07 5.5868800120973196e-07 -2.9925747604955599e-06 4.9541818043508108e-08 2.4198779297535114e-06 -3.5368230737731216e-06 5.0051183939103799e-06 -4.5669756273441484e-07 1.6218599070757485e-06 -4.1118050280748585e-07 -2.4451289488069963e-06 4.2117350589747238e-06 -5.5812318521475395e-06 1.1888753913207175e-06 -7.2677596238333674e-07 6.8822701935104031e-07 -3.1566021500741323e-06 -2.1750485237654568e-06 1.3737998164413449e-06 -2.1542808822871509e-08 1.6115396306304319e-06 1.4254725199082583e-06 -1.8127079851382179e-06
leaf_weight=20 20 30 21 20 21 25 23 20 31 26 35 20 20 20 29 43 31 25 22 20 31 21 23 26 21 29 2359 22 35 32
leaf_count=20 20 30 21 20 21 25 23 20 31 26 35 20 20 20 29 43 31 25 22 20 31 21 23 26 21 29 2359 22 35 32
internal_value=0 8.64505e-09 -5.35775e-09 2.43048e-08 -3.87884e-07 -1.60115e-07 8.52291e-08 -1.44611e-07 -6.99283e-07 -1.54705e-06 4.24852e-07 9.11482e-07 2.24652e-09 5.11294e-07 1.77262e-06 -1.46203e-07 7.70181e-07 -2.48547e-08 6.50016e-07 -2.82816e-07 -5.25819e-08 1.37294e-06 2.39838e-06 -2.91715e-08 -4.41316e-08 -2.62534e-08 -4.26647e-08 -9.71204e-07 -2.42929e-08 -4.55149e-08
internal_weight=0 3101 3071 2850 221 200 175 152 77 46 75 55 2829 143 49 94 74 2686 106 84 2580 64 43 2555 2524 2503 2474 48 2426 2391
internal_count=3121 3101 3071 2850 221 200 175 152 77 46 75 55 2829 143 49 94 74 2686 106 84 2580 64 43 2555 2524 2503 2474 48 2426 2391
is_linear=0
shrinkage=0.1


Tree=7391
num_leaves=31
num_cat=0
split_feature=10 1 0 47 11 97 10 12 16 1348 448 148 43 43 1213 13 1210 43 0 52 132 399 1211 15 132 16 15 2 12 2
split_gain=3.21194e-09 1.02211e-07 1.30446e-07 1.27193e-08 5.96493e-09 4.47098e-09 6.63028e-09 4.43916e-09 6.99335e-09 3.93387e-09 1.02231e-08 7.28963e-09 3.60806e-09 1.31738e-08 2.24305e-08 3.18406e-08 1.87693e-08 1.31669e-08 2.53746e-08 9.8157e-09 7.65638e-09 1.07498e-07 5.04409e-08 1.81862e-08 1.19311e-08 6.54718e-09 8.38737e-09 1.05995e-08 7.35203e-09 1.44617e-08
threshold=-0.0091199999999999979 0.092695000000000013 -0.10151999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -0.079444999999999988 0.11294000000000003 -0.090609999999999982 -0.08231999999999999 0.095915000000000014 0.056825000000000007 -0.095079999999999984 0.084740000000000024 0.055925000000000009 -1.0000000180025095e-35 -0.072819999999999982 0.258635 0.13895500000000002 -0.083804999999999977 0.0031350000000000002 -0.083284999999999984 0.09141500000000001 0.11048500000000001 0.084905000000000022 -0.050879999999999988 -0.097644999999999996 0.089595000000000022 0.088745000000000004 0.11418000000000002 0.097385000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -2 -6 9 -4 -9 10 11 -7 13 16 -15 -16 20 18 -14 -20 21 23 24 -13 -22 26 27 -19 29 -27
right_child=4 2 3 -5 5 6 -8 8 -10 -11 -12 12 17 14 15 -17 -18 25 19 -21 22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-7.0775548459778303e-06 1.7010654736233327e-06 7.4062112053465883e-06 -1.6619314880017557e-06 -3.2388919686354713e-06 -1.2712066058560999e-06 -1.8132250995057061e-06 1.5005466661932588e-06 1.2571176139995434e-06 -1.0406807286210973e-06 -1.3574662294299094e-06 2.2145268124924251e-06 1.408214328975727e-07 -4.3325736945896344e-06 -4.2245402046152845e-07 5.7850203454279381e-06 4.318358942327905e-07 -3.0406127842752539e-06 -4.8718967534000516e-07 -1.5095643530003146e-06 1.462662696667394e-06 2.3208613662933681e-06 7.4901851996855852e-06 -3.7177857930398913e-06 -3.2627631875925545e-06 3.171819588829392e-08 -8.0940339931541059e-07 -6.5537008443546558e-07 2.3323127425101124e-06 -1.6149826632746073e-06 1.6077332517177841e-06
leaf_weight=20 21 23 20 20 27 22 30 26 27 21 21 73 22 41 20 25 20 20 25 20 23 20 36 20 2263 71 30 40 36 38
leaf_count=20 21 23 20 20 27 22 30 26 27 21 21 73 22 41 20 25 20 20 25 20 23 20 36 20 2263 71 30 40 36 38
internal_value=0 -4.7528e-07 6.63044e-07 -1.00462e-06 2.16433e-08 9.74452e-09 2.15204e-08 -3.92492e-07 8.65411e-08 6.25695e-09 1.61801e-08 6.65516e-11 1.40984e-08 5.29357e-08 1.26948e-06 2.81103e-06 1.03193e-08 -3.12676e-07 -1.54929e-06 -1.88575e-07 3.53783e-08 8.39189e-07 -3.7391e-09 -5.91132e-07 5.47498e-08 3.98913e-08 7.09862e-07 1.39248e-06 -3.75953e-07 3.32681e-08
internal_weight=0 136 116 93 2985 2964 2937 73 53 2907 2886 2865 2843 2541 86 45 2455 302 67 45 2435 113 2322 93 2286 235 90 60 145 109
internal_count=3121 136 116 93 2985 2964 2937 73 53 2907 2886 2865 2843 2541 86 45 2455 302 67 45 2435 113 2322 93 2286 235 90 60 145 109
is_linear=0
shrinkage=0.1


Tree=7392
num_leaves=31
num_cat=0
split_feature=448 1348 1208 1208 1208 1211 1212 3 1211 1211 1212 402 1210 16 403 1209 1213 1212 1212 1210 401 4 1184 390 0 43 401 1213 1209 12
split_gain=3.89813e-09 5.82542e-09 3.70503e-09 7.62629e-09 3.91392e-09 3.71657e-09 1.09746e-08 1.07949e-08 3.5883e-09 4.24982e-09 9.37204e-09 4.14525e-09 9.15639e-09 8.13936e-09 4.83172e-09 1.25394e-08 4.54544e-09 4.86587e-08 4.20689e-08 2.65438e-08 6.9612e-09 2.82437e-08 1.09907e-08 7.58403e-09 6.34132e-09 1.42714e-08 6.05253e-09 7.5937e-09 1.71617e-08 5.28214e-09
threshold=0.068920000000000023 0.091105000000000005 0.11846000000000001 0.10683000000000002 0.094315000000000024 0.11191500000000001 0.11660500000000001 -0.078084999999999988 0.10406000000000001 0.087635000000000005 0.092360000000000012 -0.45454999999999995 1.0000000180025095e-35 -0.077074999999999991 -0.55276999999999987 -0.092684999999999976 -0.090764999999999985 -0.089544999999999986 -0.084689999999999988 -0.08861999999999999 0.10711000000000001 -0.064054999999999987 0.088135000000000019 0.087590000000000015 -0.079634999999999997 -0.011694999999999999 -0.099524999999999988 0.10336000000000002 -0.051604999999999991 0.085250000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -7 -8 9 11 -11 13 14 -1 -13 -16 19 -18 -19 -17 22 -22 23 26 25 -21 -20 28 -28 -27
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 10 -12 12 -14 -15 15 16 17 18 20 24 21 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-4.4071429264087263e-07 -1.3915994060198501e-06 1.3957154268003554e-06 1.1841122651153804e-06 -1.8287496948727019e-06 1.1976973820748282e-06 2.3868159223638944e-06 1.3294022553819477e-06 -1.8032619726165484e-06 -1.221736556999531e-06 1.9751009681789171e-06 -8.0145488617233691e-07 -1.2721732556172121e-06 -1.7871545527015088e-06 2.3434862106071145e-06 2.4780991225270557e-06 -3.695874499459498e-06 3.8707213260824601e-06 -4.6214471240091376e-06 -1.7699999449405369e-06 -2.7537591762438751e-06 3.5590901717341696e-06 -1.462624289247504e-06 -2.0845707187898089e-06 1.5365058635369124e-06 1.3294839464249113e-06 1.5998687266411643e-06 2.6582847470516909e-06 -1.5296958233165876e-06 -2.9401780488425164e-08 -2.7925443996187264e-07
leaf_weight=21 20 30 26 23 27 25 22 22 25 31 20 31 30 21 20 23 32 20 20 20 24 21 26 31 28 21 24 33 2352 52
leaf_count=21 20 30 26 23 27 25 22 22 25 31 20 31 30 21 20 23 32 20 20 20 24 21 26 31 28 21 24 33 2352 52
internal_value=0 8.98466e-09 -4.56204e-09 -1.47116e-08 -9.0526e-10 -1.17107e-08 7.13703e-07 -2.3693e-07 -2.88172e-08 -1.85369e-08 8.86256e-07 -3.47279e-08 -4.94775e-08 9.51386e-07 -3.07121e-08 -1.67022e-08 -3.49992e-08 -4.51571e-09 -5.31271e-08 -5.81797e-07 -1.70281e-08 1.21562e-06 -3.93408e-08 -1.77246e-08 1.01354e-08 -3.87088e-07 -3.75604e-08 -2.31773e-08 -2.25343e-09 2.61315e-07
internal_weight=0 3101 3071 3045 3022 2995 69 44 2926 2901 51 2850 2808 42 2778 2747 2727 2583 2551 144 2531 45 2486 2460 121 93 2429 2409 2376 73
internal_count=3121 3101 3071 3045 3022 2995 69 44 2926 2901 51 2850 2808 42 2778 2747 2727 2583 2551 144 2531 45 2486 2460 121 93 2429 2409 2376 73
is_linear=0
shrinkage=0.1


Tree=7393
num_leaves=31
num_cat=0
split_feature=132 394 1186 15 1213 42 2 1213 43 4 401 0 3 402 402 402 1212 43 1213 16 1212 1213 402 0 1212 42 401 401 394 390
split_gain=3.31548e-09 1.55052e-08 8.36458e-09 6.8153e-09 5.27782e-09 3.61495e-09 6.65801e-09 9.23489e-09 4.42088e-09 4.89043e-09 3.368e-09 1.23079e-08 1.03995e-08 6.71005e-09 2.75319e-08 4.15875e-09 4.24324e-09 2.43924e-08 3.67889e-08 2.92003e-08 4.13666e-09 4.07698e-09 4.15518e-08 2.73012e-08 3.74582e-08 4.26019e-08 2.67253e-08 1.18479e-08 1.21495e-08 1.37297e-08
threshold=-0.083174999999999985 0.10969000000000002 0.049580000000000006 0.092400000000000024 0.086260000000000017 -0.049004999999999993 0.089125000000000024 -0.0074849999999999995 -0.0087399999999999995 -0.00059999999999999995 -0.13200999999999999 -0.071719999999999992 -0.078084999999999988 -0.45454999999999995 -0.41103999999999991 -0.17973499999999998 -0.09083999999999999 -0.0047449999999999992 -0.09280999999999999 -0.091744999999999979 -0.41956999999999994 -0.085284999999999986 0.11522000000000002 -0.086554999999999979 0.087615000000000012 0.086325000000000013 0.11370000000000001 0.10632500000000002 -0.10421499999999999 0.087590000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 6 7 -1 -7 -10 11 12 -2 -12 -15 -16 17 18 -17 -19 -21 22 23 -18 25 -25 27 28 -23 -30
right_child=1 -3 -4 -5 -6 8 -8 -9 9 -11 13 -13 -14 14 15 16 21 19 -20 20 -22 26 -24 24 -26 -27 -28 -29 29 -31
leaf_value=1.9866503890852983e-07 1.0756037133135931e-06 2.6146216283529574e-06 -2.2714932903173102e-06 -1.7190550950090256e-06 1.4235340917897097e-06 -8.6970498035622201e-07 4.792443288322595e-07 -2.6595382284820239e-06 2.0023704099089847e-06 3.8436136762243227e-08 1.5299325539785968e-06 2.5993867933246532e-06 -1.6656543775752652e-06 -3.7227452787647052e-06 1.1921614672920786e-06 1.3966571032142384e-07 -2.5438458033022471e-06 3.5799972818298642e-06 -5.6144653035516974e-06 -1.7817644412878928e-08 -1.9307616219066406e-06 -1.8523933418431886e-06 4.5230629811240677e-06 -2.6080513669057839e-07 -2.0568903218125863e-06 5.7728735176257572e-06 -3.4074954239416834e-06 2.4411985180705641e-06 1.7984899719884524e-09 2.5700108316024335e-06
leaf_weight=20 31 23 21 25 24 22 31 26 21 32 28 23 25 20 29 25 35 22 20 26 20 35 22 25 28 22 23 20 2376 21
leaf_count=20 31 23 21 25 24 22 31 26 21 32 28 23 25 20 29 25 35 22 20 26 20 35 22 25 28 22 23 20 2376 21
internal_value=0 2.85231e-08 -3.72454e-07 -1.74047e-07 4.54143e-08 -1.72184e-07 -6.53482e-07 -1.41684e-06 3.2195e-07 8.16599e-07 7.84149e-09 6.5175e-07 -1.48172e-07 -1.03454e-08 -2.59206e-08 9.7514e-10 -1.1725e-08 -6.11648e-07 -2.41773e-06 5.83551e-07 -8.49532e-07 1.42786e-08 5.5578e-07 -2.37677e-07 8.38535e-07 2.56347e-06 -1.46015e-08 1.72242e-08 -2.70984e-09 2.42985e-08
internal_weight=0 2899 222 201 176 152 77 46 75 53 2876 79 56 2797 2769 2749 2720 113 45 68 46 2607 132 110 75 47 2475 2452 2432 2397
internal_count=3121 2899 222 201 176 152 77 46 75 53 2876 79 56 2797 2769 2749 2720 113 45 68 46 2607 132 110 75 47 2475 2452 2432 2397
is_linear=0
shrinkage=0.1


Tree=7394
num_leaves=31
num_cat=0
split_feature=448 0 45 10 0 1 3 34 11 142 151 42 150 1375 2 42 1365 1365 456 456 15 480 52 48 150 2 52 1456 12 1446
split_gain=3.15834e-09 5.20375e-09 3.42869e-09 4.21156e-09 6.74105e-08 4.59921e-08 6.59794e-09 6.6238e-09 5.03225e-09 4.26631e-09 5.38608e-09 1.91254e-08 5.64803e-09 4.24054e-09 3.51747e-08 3.14529e-08 4.03671e-09 3.89613e-09 4.33407e-09 9.29732e-09 4.84712e-09 2.38208e-08 1.1144e-08 5.97829e-09 6.90549e-09 5.82066e-09 7.61415e-09 5.61142e-09 2.41787e-08 4.14101e-08
threshold=0.068920000000000023 -0.26609999999999995 0.10041000000000001 -0.011559999999999999 -0.10224499999999999 0.096860000000000016 -0.047929999999999993 -0.06920999999999998 -1.0000000180025095e-35 -0.057499999999999989 0.11088000000000002 0.088200000000000014 0.12706500000000001 -0.085004999999999983 0.087015000000000023 0.083715000000000026 0.087370000000000017 0.084635000000000016 0.091580000000000009 0.10657000000000001 0.12044500000000001 0.11704500000000002 0.17829500000000004 -0.089814999999999992 0.11656000000000001 0.10060500000000001 -1.0000000180025095e-35 0.085275000000000004 0.083985000000000018 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8 -5 -10 12 -12 13 14 -11 -16 17 18 20 -20 21 23 25 -15 27 -22 -27 -25 29 -29
right_child=-2 2 -4 8 5 6 7 -9 9 10 11 -13 -14 16 15 -17 -18 -19 19 -21 22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=1.5405782629717249e-06 -1.2526193236794826e-06 -5.4535281541891736e-06 1.1406278898763189e-06 1.5532921265405875e-06 4.710460042848094e-06 9.4759634094998546e-07 2.5197330543846875e-07 -2.0543470089829828e-06 -1.4557904182765925e-06 -2.7214185018920036e-06 3.0446297807884548e-06 -6.4682376041957925e-07 -1.3743869961520735e-06 1.3973339460351091e-06 -5.9274251498209205e-07 4.6106066345321151e-06 1.2770318415770514e-06 -1.382408565643259e-06 2.2437797124439385e-06 -6.4889809436863288e-07 -1.3575638722613806e-06 -3.2630262669796217e-06 1.9757449401880972e-06 -7.1100505522342839e-08 -1.852500103961488e-06 1.9942687640650546e-06 -6.4763080160901158e-07 -6.1979045858606706e-07 -3.1171842449166603e-07 5.0283186401092855e-06
leaf_weight=22 20 23 26 21 21 20 20 33 20 20 25 32 30 29 21 26 24 21 25 20 25 23 39 2310 21 20 24 25 108 27
leaf_count=22 20 23 26 21 21 20 20 33 20 20 25 32 30 29 21 26 24 21 25 20 25 23 39 2310 21 20 24 25 108 27
internal_value=0 8.07771e-09 -2.87228e-09 -1.26106e-08 -6.0097e-07 5.86357e-07 -6.00028e-07 -1.18404e-06 1.08357e-08 -2.76382e-10 9.77898e-09 9.72235e-07 -9.55153e-09 5.03005e-09 7.91042e-07 2.28571e-06 -1.41829e-08 -2.55886e-08 -1.50199e-08 9.58145e-07 -3.15391e-08 -5.94052e-08 6.24604e-07 -3.01658e-08 -4.67846e-08 -1.39085e-07 5.53233e-07 -3.14324e-08 5.41277e-07 2.31288e-06
internal_weight=0 3101 3079 3053 117 94 73 53 2936 2915 2895 57 2838 2808 67 47 2741 2717 2696 45 2651 2543 108 2520 2491 69 44 2470 160 52
internal_count=3121 3101 3079 3053 117 94 73 53 2936 2915 2895 57 2838 2808 67 47 2741 2717 2696 45 2651 2543 108 2520 2491 69 44 2470 160 52
is_linear=0
shrinkage=0.1


Tree=7395
num_leaves=31
num_cat=0
split_feature=1429 156 156 51 1425 481 481 481 52 2 2 1371 481 1447 0 1453 483 483 49 3 1212 1210 403 1210 401 13 3 43 2 51
split_gain=3.12396e-09 1.10557e-08 3.7355e-09 5.13637e-09 3.81877e-09 3.37043e-09 7.76946e-09 7.2485e-09 3.48945e-08 4.18435e-09 2.92388e-08 2.70381e-08 1.26989e-08 1.14298e-08 3.9444e-08 1.90865e-08 1.45093e-08 2.55518e-08 1.13161e-08 2.19532e-08 1.07087e-08 3.95401e-08 3.24581e-08 1.59919e-08 1.20627e-08 1.8692e-08 2.0986e-08 2.04441e-08 1.42516e-08 1.34723e-08
threshold=-0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.089180000000000009 -0.24133999999999997 -0.15265499999999996 -0.086484999999999992 -0.0092699999999999987 0.087675000000000017 0.087545000000000026 0.083235000000000017 0.056315000000000004 -0.085709999999999995 -0.087414999999999979 -0.079219999999999985 -0.021199999999999997 -0.14014999999999997 0.084075000000000025 -0.082234999999999989 -0.089544999999999986 -0.21410999999999997 0.41668500000000003 -0.078184999999999991 1.0000000180025095e-35 -0.097984999999999989 -0.064674999999999983 -0.084359999999999991 0.088930000000000023 -0.085384999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -7 8 -8 10 11 12 13 14 -9 -15 17 -17 -18 -20 22 -22 -11 -23 28 -26 27 -27 29 -25
right_child=1 -3 3 -5 -6 6 7 9 -10 20 -12 -13 -14 15 -16 16 18 -19 19 -21 21 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-1.1874328262964894e-06 1.0179876863247728e-06 2.351955399717554e-06 2.5175501204579461e-07 -1.8696689448916005e-06 1.319475222771871e-06 -1.9304750865211688e-06 -6.7274016675050438e-07 1.2729229008338431e-06 4.4876845163344116e-06 4.4271189005939961e-06 3.9025169007800286e-06 -3.2756847524240133e-06 2.3906257297312551e-06 2.7555502613183677e-06 -4.6615374960386669e-06 4.858887817986384e-07 6.2598197758503131e-08 -4.0498664213334015e-06 2.9702762685552014e-06 -7.5906048980161567e-07 -4.1247766675951423e-06 2.6940509508222021e-06 -7.7368667064092742e-07 1.1555336445212563e-06 -1.7349887457385194e-06 9.9048528106264249e-07 -9.103396925401404e-07 4.8780643832439336e-06 -1.2589850527296252e-07 -1.6679692734034331e-06
leaf_weight=22 32 20 21 25 22 21 38 24 20 20 20 24 24 27 21 27 1080 23 38 27 25 20 30 20 21 31 23 24 1242 109
leaf_count=22 32 20 21 25 22 21 38 24 20 20 20 24 24 27 21 27 1080 23 38 27 25 20 30 20 21 31 23 24 1242 109
internal_value=0 8.42013e-09 -6.80257e-09 -9.01193e-07 6.7622e-09 -2.8292e-09 -1.37947e-08 -1.87402e-10 1.10672e-06 -2.23255e-08 1.07731e-07 5.00154e-08 1.11841e-07 6.86754e-08 -1.49649e-06 1.26312e-07 6.69071e-08 -1.60056e-06 1.39722e-07 1.42117e-06 -1.33268e-07 -1.8079e-07 1.30664e-06 -1.14615e-07 -1.52829e-07 9.13192e-07 1.62616e-06 2.68688e-06 -2.29806e-07 -1.23022e-06
internal_weight=0 3099 3079 46 3033 3011 2979 2958 58 2900 1335 1315 1291 1267 45 1222 1195 50 1145 65 1565 1515 50 1490 1470 99 78 55 1371 129
internal_count=3121 3099 3079 46 3033 3011 2979 2958 58 2900 1335 1315 1291 1267 45 1222 1195 50 1145 65 1565 1515 50 1490 1470 99 78 55 1371 129
is_linear=0
shrinkage=0.1


Tree=7396
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1212 16 16 0 1 1212 12 1209 402 132 1185 15 1213 0 43 13 43 401 401 133 1210 15 403 2 1186 129 394
split_gain=3.45999e-09 7.89552e-09 4.32717e-09 3.15348e-09 2.67439e-08 2.06654e-08 8.99962e-09 4.92277e-09 4.29504e-09 5.97214e-08 4.29951e-09 4.0127e-09 3.68241e-09 1.89069e-08 9.18852e-09 7.23758e-09 2.246e-08 1.79343e-08 2.36085e-08 1.73667e-08 5.96059e-09 9.4875e-09 1.04391e-08 1.02865e-08 1.02246e-08 6.59143e-09 1.04823e-08 4.85825e-09 5.33461e-09 4.0593e-09
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.09083999999999999 -0.092484999999999984 -0.088159999999999988 -0.080869999999999984 0.090130000000000016 -0.063924999999999996 0.088245000000000004 -0.084519999999999984 0.120965 -0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.093235000000000026 -0.086729999999999988 -0.011244999999999998 -0.011289999999999998 0.062770000000000006 -0.46360499999999999 -0.13200999999999999 0.51114000000000004 0.0028200000000000005 0.090615000000000015 -0.52445499999999989 0.083995000000000014 -0.089559999999999987 -0.08133 -0.11103499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 11 -8 9 -5 -10 -7 14 -14 -12 20 -17 18 -18 -19 -15 -22 23 25 -25 26 -23 -27 -29 -30
right_child=1 2 3 8 5 6 7 -9 10 -11 12 -13 13 15 -16 16 17 19 -20 -21 21 22 -24 24 -26 27 -28 28 29 -31
leaf_value=-1.1960703735288311e-06 1.8551645677897125e-06 -1.3148084171916709e-06 -3.0994664397591504e-06 -2.5685258088563906e-06 3.1781969165933785e-06 -2.3675720016895369e-06 1.6202190146902034e-06 -5.2494242595457765e-07 -1.1246277264228522e-06 3.6679933767867195e-06 -1.3514871514846366e-07 -4.10456675012938e-07 3.1183394639811013e-06 -1.7242840203834931e-06 -2.1810909159967197e-06 3.059024225393614e-06 -4.0279519237174102e-06 3.018206893574853e-06 8.3091039527971587e-07 -7.9931353372909481e-07 2.125500351385632e-06 -2.8541534891787924e-06 -2.0844429414523801e-06 -1.4342207123263508e-07 2.9180408285848599e-06 -1.4382853449838561e-06 7.9467444548158552e-08 1.6088689595302902e-06 1.2500225011535805e-06 -6.7001674019800959e-09
leaf_weight=24 23 25 30 28 20 22 23 20 33 34 180 20 20 20 25 32 20 26 20 22 21 21 24 20 24 23 29 21 26 2245
leaf_count=24 23 25 30 28 20 22 23 20 33 34 180 20 20 20 25 32 20 26 20 22 21 21 24 20 24 23 29 21 26 2245
internal_value=0 9.26638e-09 -4.54483e-09 6.19855e-09 -4.66293e-07 2.86042e-07 -3.94465e-07 6.2247e-07 2.80882e-08 8.51501e-07 1.01879e-08 -1.43561e-06 2.34724e-08 5.54792e-08 -3.84654e-07 3.18643e-08 7.90304e-07 -3.46858e-08 -1.59852e-06 1.26851e-06 -4.92342e-09 9.0893e-09 -9.17812e-09 1.1497e-08 1.52647e-06 -1.66885e-08 -1.15265e-06 7.84639e-09 2.23582e-08 7.68767e-09
internal_weight=0 3097 3074 3049 135 105 85 43 2914 62 2852 42 2819 2614 205 2594 120 88 40 48 2474 2454 2433 2409 44 2365 50 2315 2292 2271
internal_count=3121 3097 3074 3049 135 105 85 43 2914 62 2852 42 2819 2614 205 2594 120 88 40 48 2474 2454 2433 2409 44 2365 50 2315 2292 2271
is_linear=0
shrinkage=0.1


Tree=7397
num_leaves=31
num_cat=0
split_feature=1429 156 132 1203 1185 50 1204 12 400 2 2 159 4 2 2 3 133 15 12 0 2 48 480 2 16 13 160 48 48 151
split_gain=3.40858e-09 9.85218e-09 3.55142e-09 9.12166e-08 5.48273e-08 1.65699e-08 3.67713e-09 9.28057e-09 1.8314e-08 4.2097e-09 1.22125e-08 5.87919e-08 5.39546e-08 5.88666e-08 5.35526e-08 4.95661e-08 2.94562e-08 4.78257e-08 4.51936e-08 4.53833e-08 1.9353e-08 1.77937e-08 1.2616e-08 1.15793e-08 2.80454e-08 3.23238e-08 2.67992e-08 1.31241e-08 3.01666e-08 1.35389e-08
threshold=-0.23752499999999996 0.32523500000000005 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.097510000000000013 -0.016569999999999994 0.087445000000000009 -0.080619999999999983 0.10613000000000002 0.096325000000000008 0.10545500000000001 -0.072334999999999997 0.098630000000000009 0.095195000000000016 -0.076514999999999986 0.089595000000000022 -0.015744999999999999 0.097325000000000009 -0.082619999999999985 0.10402500000000002 0.097500000000000017 0.11387000000000001 0.10981000000000002 -0.018494999999999998 0.095120000000000024 0.11205000000000002 -0.075224999999999986 -0.031249999999999997 0.077805000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 7 -6 -9 10 14 12 13 -12 22 -16 17 20 19 -18 21 -14 -8 24 -11 -26 27 -25 -29 -30
right_child=1 -3 4 -5 6 -7 9 8 -10 23 11 -13 16 -15 15 -17 18 -19 -20 -21 -22 -23 -24 26 25 -27 -28 28 29 -31
leaf_value=-1.2403367479278545e-06 2.3314076067684008e-08 2.2211106170288987e-06 -5.0080601392272165e-06 6.6480888173308421e-06 -1.2866968906521949e-06 -3.0141903607727728e-06 6.9455232418395705e-09 3.7230960668921403e-06 1.7169399151893198e-07 9.1892196970937746e-07 7.7274276422527191e-06 -4.169985673432007e-06 -1.8775015394653782e-07 1.5387258532855948e-06 -1.4156302540868638e-07 -7.1818818275914959e-06 -3.91489067189231e-07 5.127418536569432e-06 1.995772169038901e-06 -6.9048214646727503e-06 -2.2619845535700734e-06 3.3229012511914002e-06 2.3151789434905369e-06 -2.4308613314124512e-06 -4.8352160173371596e-06 5.3062854495541012e-08 2.7857784501858052e-06 3.4935922495936787e-06 -1.6497551361135166e-07 -2.5130725729328473e-06
leaf_weight=22 176 20 22 21 20 20 1770 20 53 35 22 23 42 51 20 20 23 24 24 20 25 22 24 26 31 24 31 22 442 26
leaf_count=22 176 20 22 21 20 20 1770 20 53 35 22 23 42 51 20 20 23 24 24 20 25 22 24 26 31 24 31 22 442 26
internal_value=0 8.80449e-09 -5.5658e-09 3.84467e-07 -3.51385e-08 -2.86635e-07 3.38411e-09 6.21804e-07 1.14468e-06 -1.75526e-08 5.04656e-08 6.70628e-07 1.11068e-06 3.40381e-06 -4.28632e-08 -3.66172e-06 1.80692e-07 1.16572e-06 -1.48063e-06 -3.42095e-06 9.74012e-08 1.01904e-06 3.78249e-08 -2.42856e-07 -1.29395e-06 -2.70215e-06 -6.99146e-08 -2.41478e-07 -1.25306e-07 -2.95425e-07
internal_weight=0 3099 3079 217 2862 196 2840 93 73 2747 2110 276 253 73 1834 40 180 113 67 43 89 64 1794 637 90 55 547 516 490 468
internal_count=3121 3099 3079 217 2862 196 2840 93 73 2747 2110 276 253 73 1834 40 180 113 67 43 89 64 1794 637 90 55 547 516 490 468
is_linear=0
shrinkage=0.1


Tree=7398
num_leaves=31
num_cat=0
split_feature=156 472 1429 475 0 12 12 16 1 121 33 1348 448 148 484 2 483 12 147 12 48 158 456 456 157 12 484 157 484 132
split_gain=3.8633e-09 6.74329e-09 3.79926e-09 5.42702e-09 3.97463e-09 1.49472e-08 1.12381e-08 9.58292e-09 6.2089e-09 1.00382e-08 5.24133e-09 3.75365e-09 9.9085e-09 8.57379e-09 3.98713e-09 1.20289e-08 1.67934e-08 5.53942e-09 1.07456e-08 9.65235e-09 6.21838e-09 5.45503e-09 5.20639e-09 4.95874e-09 5.32286e-09 1.08878e-08 4.77649e-09 1.67723e-08 1.07569e-08 4.34339e-09
threshold=0.3248100000000001 -0.097514999999999977 0.12387000000000002 -0.41754499999999994 0.10455500000000001 0.09857500000000001 0.091200000000000017 0.042200000000000008 0.16540500000000002 -0.094339999999999993 -0.0066799999999999993 0.095915000000000014 0.056825000000000007 -0.088884999999999978 -0.23687999999999995 0.089320000000000024 -0.24840999999999999 0.12757000000000002 0.097430000000000003 0.14472000000000004 -0.09386499999999999 0.097060000000000021 -0.11319999999999998 -0.085409999999999986 0.10977500000000003 0.097575000000000009 -0.14735999999999996 -0.073194999999999996 -0.09849999999999999 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 6 7 -6 9 -5 -11 12 13 -12 15 21 -17 18 20 -19 -16 -15 -22 -24 26 -26 27 -25 -28 -30
right_child=-2 2 -4 4 5 -7 -8 -9 -10 10 11 -13 -14 14 17 16 -18 19 -20 -21 22 -23 23 24 25 -27 28 -29 29 -31
leaf_value=1.8398479282311087e-06 -1.2912509191664868e-06 1.4744421896466521e-06 -1.3117354740188603e-06 -2.0748554655493419e-06 3.2493378075042321e-07 -2.6400398471398353e-06 1.4620301789136647e-06 -2.00997973580086e-06 1.5886641495299614e-06 1.409348066806194e-06 -1.8786136784854081e-06 -1.2916985269839643e-06 2.1836537311650146e-06 -1.6418043758546575e-06 -1.4848056490482773e-06 3.2494110235387301e-08 3.9945917501427172e-06 -2.4224069456977307e-06 2.0805626863875658e-06 4.4959123112097257e-07 -1.5545645943521302e-06 5.8740814122005691e-07 1.5948787036279556e-06 -2.7355031352271911e-06 -2.2758696703390499e-06 6.3759119692132004e-07 2.2555911693251057e-06 1.0503514317861118e-06 4.8926475564130767e-07 -5.3702101142766e-09
leaf_weight=20 23 25 22 23 39 27 35 32 25 27 24 22 21 21 28 23 20 25 25 22 21 23 20 25 29 23 22 22 193 2214
leaf_count=20 23 25 22 23 39 27 35 32 25 27 24 22 21 21 28 23 20 25 25 22 21 23 20 25 29 23 22 22 193 2214
internal_value=0 9.58121e-09 -2.31136e-09 7.11512e-09 -4.98755e-09 -5.39526e-07 -4.48941e-09 -7.27422e-07 1.95444e-08 5.89039e-09 2.26824e-08 9.4199e-09 1.96393e-08 3.29245e-09 1.96806e-08 6.85882e-07 1.87533e-06 -2.0352e-09 1.72529e-08 -1.07807e-06 -2.60949e-09 -4.76534e-07 1.35452e-08 2.64692e-08 1.40609e-08 -9.87224e-07 3.50895e-08 -9.63401e-07 5.44098e-08 3.4291e-08
internal_weight=0 3098 3078 3056 3031 133 106 71 2898 2873 2850 2823 2801 2780 2756 87 43 2669 2622 47 2597 44 2569 2548 2528 52 2476 47 2429 2407
internal_count=3121 3098 3078 3056 3031 133 106 71 2898 2873 2850 2823 2801 2780 2756 87 43 2669 2622 47 2597 44 2569 2548 2528 52 2476 47 2429 2407
is_linear=0
shrinkage=0.1


Tree=7399
num_leaves=31
num_cat=0
split_feature=448 1348 129 42 1184 482 0 0 483 484 1 39 52 42 50 132 1204 50 130 403 133 15 1 2 4 0 15 50 0 0
split_gain=3.69483e-09 4.66514e-09 3.36576e-09 2.39789e-08 8.34363e-09 3.5507e-09 2.31558e-08 1.3869e-08 2.94515e-08 2.35152e-08 1.55146e-08 1.02184e-08 8.82988e-09 4.48345e-09 4.29487e-09 3.67376e-08 8.11127e-08 2.26347e-08 1.06652e-08 8.29375e-09 1.28544e-08 1.13544e-08 2.25252e-08 4.52808e-08 1.46751e-08 1.37932e-08 1.68014e-08 3.0113e-08 1.78913e-08 1.84806e-08
threshold=0.068920000000000023 0.091105000000000005 -0.077709999999999987 -0.015274999999999999 0.089075000000000015 0.090355000000000005 -0.059114999999999994 -0.077809999999999976 0.11517500000000001 -0.016164999999999995 0.091785000000000019 0.15619500000000003 -0.026204999999999996 -0.23108499999999998 0.083090000000000011 -0.083284999999999984 -0.077669999999999989 0.087730000000000016 0.0084900000000000028 0.022375000000000003 -0.11008499999999999 -0.088749999999999982 0.099400000000000002 0.087470000000000006 0.08184000000000001 -0.07929499999999999 0.090325000000000003 0.099210000000000007 -0.075359999999999996 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 11 7 9 -9 -7 12 13 -11 -4 -15 -16 -17 -18 19 20 -19 22 23 -22 -24 -23 28 -28 -27 -30
right_child=-2 -3 4 -5 -6 6 -8 8 -10 10 -12 -13 -14 14 15 16 17 18 -20 -21 21 25 24 -25 -26 26 27 -29 29 -31
leaf_value=-3.4190594513562803e-06 -1.3548362193205322e-06 1.249704202261152e-06 1.0956785666217507e-06 9.2972182232919928e-07 1.9078580230005013e-06 3.6452128694820984e-06 3.6375129786847539e-06 -4.0611335934541293e-06 1.004285229555535e-06 -6.8252832286155105e-07 -2.5231151201410287e-06 -2.2272338680652737e-06 2.0395465849805289e-06 -8.9773940354169464e-08 3.4058851162947523e-06 -6.0753530343996928e-06 3.4044939514966581e-06 2.5176552950059968e-06 2.2259099484037271e-06 -1.2103549837014057e-06 5.7648339421693013e-07 1.111042981920484e-06 2.692574942515917e-06 -4.8733133195355554e-06 -8.8305820706106406e-07 -1.5518573036388263e-06 -4.6346098938123587e-06 4.1686643328375797e-08 4.0320975813301628e-06 3.2430220150073608e-07
leaf_weight=21 20 30 36 32 23 21 20 22 24 22 20 21 26 2224 34 21 22 22 23 49 31 132 22 30 24 27 21 40 20 41
leaf_count=21 20 30 36 32 23 21 20 22 24 22 20 21 26 2224 34 21 22 22 23 49 31 132 22 30 24 27 21 40 20 41
internal_value=0 8.73614e-09 -3.38664e-09 -7.9338e-07 1.04867e-08 -4.08412e-09 4.61987e-07 -8.46176e-09 -1.41831e-06 7.20222e-07 -1.83084e-07 -2.95211e-08 7.91929e-07 -1.31493e-08 -2.74928e-08 2.20295e-07 1.399e-08 2.67713e-07 1.2454e-07 1.92427e-08 1.66195e-07 3.28643e-08 -8.43787e-07 -2.10374e-06 8.27027e-07 3.66678e-07 -2.92759e-07 -1.56819e-06 5.91343e-07 1.53997e-06
internal_weight=0 3101 3071 53 3018 2995 155 135 46 89 68 2840 48 2819 2783 559 525 504 482 459 410 388 107 61 46 281 149 61 88 61
internal_count=3121 3101 3071 53 3018 2995 155 135 46 89 68 2840 48 2819 2783 559 525 504 482 459 410 388 107 61 46 281 149 61 88 61
is_linear=0
shrinkage=0.1


Tree=7400
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1348 448 447 447 1348 147 34 9 1 120 9 130 10 4 12 15 45 34 10 16 402 15 3 16 0 52 49
split_gain=3.81593e-09 1.74019e-08 1.06696e-08 3.87632e-09 9.00429e-09 4.68804e-09 3.78804e-09 4.40042e-09 6.07127e-09 3.74838e-09 8.0024e-09 6.46742e-09 1.09555e-08 8.22428e-09 6.03348e-09 5.23784e-09 7.19129e-08 5.1894e-08 5.68444e-09 5.22494e-09 5.09156e-09 1.96717e-08 5.57058e-09 1.92494e-08 2.10278e-08 6.20547e-08 1.24708e-08 1.32805e-08 2.11727e-08 2.78046e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.095915000000000014 0.056825000000000007 0.09227500000000001 0.089635000000000006 0.084620000000000015 0.088520000000000015 -0.097449999999999981 -0.092939999999999981 0.16540500000000002 1.0000000180025095e-35 0.092890000000000014 -0.22461999999999996 -0.011559999999999999 0.053180000000000012 -0.010834999999999999 0.19724500000000003 0.094030000000000016 -0.057544999999999992 1.0000000180025095e-35 -0.15241499999999997 0.095140000000000016 -1.0000000180025095e-35 -0.12711499999999995 -0.14322499999999996 -0.10011499999999998 -0.013374999999999998 0.0093850000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 9 -3 -11 12 13 14 -12 16 17 -16 19 20 -17 22 23 24 -22 -26 -24 28 -28 -30
right_child=1 3 -4 -5 -6 -7 -8 -9 -10 10 11 -13 -14 -15 15 18 -18 -19 -20 -21 21 -23 26 -25 25 -27 27 -29 29 -31
leaf_value=-1.4159894273910676e-07 2.898815507381057e-06 1.0951198004799917e-06 -2.2626477579655736e-06 -1.3439767934912761e-06 2.0826995614427123e-06 -1.3322662193961432e-06 1.354763045924301e-06 -1.2406683156638923e-06 1.2745727453396909e-06 -1.9102108274957823e-06 1.6071286504039447e-06 1.796345186733106e-06 -1.8775571796199544e-06 1.6881224318865408e-06 2.2181983069913258e-07 1.2195735490984267e-06 3.562429957009558e-06 -6.8956550735709331e-06 1.5679436431958534e-06 -1.3458333161656026e-06 3.7913761492036336e-07 -3.1359441663880718e-06 2.0935471571685111e-06 -3.3160131698380048e-06 1.4774318455077747e-06 -4.4031756076671957e-06 6.8446973177147119e-08 -5.3826169708545323e-08 3.2058744959015916e-06 -7.1926715113827071e-07
leaf_weight=195 21 31 27 21 21 26 21 28 38 22 23 20 31 29 20 34 23 21 23 29 191 20 30 21 34 38 168 1830 59 26
leaf_count=195 21 31 27 21 21 26 21 28 38 22 23 20 31 29 20 34 23 21 23 29 191 20 30 21 34 38 168 1830 59 26
internal_value=0 3.06122e-08 -3.99564e-07 9.68364e-09 1.96335e-08 4.35696e-09 1.67243e-08 6.64942e-09 1.92988e-08 1.78119e-09 -1.08093e-08 4.84124e-09 -8.67955e-09 1.34416e-08 -5.30968e-09 -1.97569e-08 -9.1307e-07 -3.42372e-06 3.08447e-09 -1.14283e-08 4.36022e-09 -1.27342e-08 1.33251e-08 -4.02496e-07 -1.69858e-07 -1.62622e-06 6.9214e-08 4.0059e-08 7.19149e-07 2.00524e-06
internal_weight=0 2899 222 2878 2857 2836 2810 2789 2761 2723 2692 2670 2650 2619 2590 2567 64 41 2503 2480 2451 2417 2397 284 263 72 2113 2083 253 85
internal_count=3121 2899 222 2878 2857 2836 2810 2789 2761 2723 2692 2670 2650 2619 2590 2567 64 41 2503 2480 2451 2417 2397 284 263 72 2113 2083 253 85
is_linear=0
shrinkage=0.1


Tree=7401
num_leaves=31
num_cat=0
split_feature=448 1348 472 1429 11 52 11 2 15 15 15 160 15 15 1208 43 1212 15 1208 403 3 1210 130 1212 1211 12 16 12 12 12
split_gain=3.90799e-09 4.61271e-09 3.13698e-09 7.4953e-09 3.74867e-09 1.28295e-08 9.00491e-09 4.49408e-09 3.99187e-09 3.17481e-09 1.28562e-08 9.81968e-09 8.60801e-09 1.21671e-08 9.47687e-09 7.06276e-09 6.96539e-09 1.79153e-08 5.30017e-09 4.97935e-09 3.26258e-08 7.42665e-09 5.56445e-09 5.04853e-09 1.37564e-08 5.34602e-09 7.46177e-09 5.6238e-09 1.04161e-08 6.36821e-09
threshold=0.068920000000000023 0.091105000000000005 -0.38234499999999999 -0.23587499999999997 0.093740000000000018 -0.24456499999999998 0.086595000000000019 0.097070000000000004 -1.0000000180025095e-35 0.12044500000000001 0.11773500000000002 -0.0094199999999999978 0.11461000000000002 0.11171000000000002 0.11846000000000001 -0.095049999999999982 0.12472500000000002 0.094810000000000019 0.10683000000000002 -0.53960999999999981 -0.085709999999999995 -0.14310999999999999 -0.22699999999999995 0.11660500000000001 0.11191500000000001 0.12477500000000001 -0.082179999999999989 0.11586 0.10911500000000002 0.098330000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 9 -7 -8 10 12 -11 13 14 16 -13 18 -18 19 20 -5 -21 -23 24 25 27 -27 28 29 -24
right_child=-2 -3 3 4 5 7 8 -9 -10 11 -12 15 -14 -15 -16 -17 17 -19 -20 21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.1418542991729433e-06 -1.3933557897871652e-06 1.242974094566307e-06 1.8043099751831388e-06 -2.1146031891159669e-06 -2.8044370246843321e-06 -8.0194222208872041e-07 5.0144107603955496e-07 9.8972016563233679e-07 2.499407747791338e-06 1.8761380248280251e-06 -2.1268410348746891e-06 1.5158355809251676e-06 1.484384555576406e-06 -2.0009788597332638e-06 2.1075648830793354e-06 -5.8591684556468773e-07 -6.2745029266255057e-07 3.0555408029613322e-06 -1.5594953563026061e-06 -1.7712961980578257e-06 2.6572763485283331e-06 -1.6225146912967664e-06 -2.3631434588259939e-08 -1.6074747275496293e-06 2.4771376212646088e-06 2.4852834386024369e-06 -8.3918224137190792e-08 -1.3720205373601857e-06 1.4364118722833736e-06 -6.9741837395061654e-07
leaf_weight=24 20 30 23 23 21 28 20 28 20 36 29 21 38 31 21 67 28 25 23 25 38 22 2163 20 22 20 26 32 47 150
leaf_count=24 20 30 23 23 21 28 20 28 20 36 29 21 38 31 21 67 28 25 23 25 38 22 2163 20 22 20 26 32 47 150
internal_value=0 8.99844e-09 -3.05603e-09 5.91383e-09 -7.76445e-09 -6.96564e-07 1.02327e-08 9.3889e-08 1.50042e-06 -1.02722e-08 -3.23314e-08 4.84815e-07 -1.0276e-08 -3.1188e-08 -8.44553e-09 -8.43623e-08 -2.51258e-08 1.10981e-06 -4.81635e-08 -3.47321e-08 8.58043e-07 -5.6283e-08 -3.91466e-08 -2.51006e-08 -1.22358e-08 -3.46994e-08 1.03313e-06 -5.52345e-08 -3.73797e-08 -6.73271e-08
internal_weight=0 3101 3071 3047 3024 77 2947 56 40 2907 2783 124 2754 2716 2685 88 2664 53 2611 2588 61 2527 2502 2480 2460 2438 46 2392 2360 2313
internal_count=3121 3101 3071 3047 3024 77 2947 56 40 2907 2783 124 2754 2716 2685 88 2664 53 2611 2588 61 2527 2502 2480 2460 2438 46 2392 2360 2313
is_linear=0
shrinkage=0.1


Tree=7402
num_leaves=31
num_cat=0
split_feature=1429 156 1208 1208 1209 52 0 1210 52 1213 403 1210 130 130 43 0 130 2 2 43 130 403 2 403 2 3 129 1185 447 147
split_gain=3.59334e-09 1.00365e-08 3.31196e-09 6.5223e-09 3.3785e-09 1.2284e-08 1.60246e-08 4.43795e-09 4.65274e-08 7.80807e-08 6.40609e-08 6.93745e-09 4.14395e-09 1.8016e-08 1.98709e-08 1.31796e-08 3.27058e-08 1.95379e-08 1.14142e-08 1.81953e-08 1.11942e-08 4.23462e-08 1.07245e-08 1.05213e-08 1.07787e-08 1.04904e-08 6.20836e-09 1.25726e-08 5.73156e-09 6.57457e-09
threshold=-0.23752499999999996 0.32523500000000005 0.12461500000000002 0.10737500000000001 0.088060000000000013 0.089325000000000015 -0.078244999999999995 -0.079504999999999978 0.087765000000000024 -0.085284999999999986 -0.090774999999999981 -0.064344999999999999 0.085870000000000016 0.09290000000000001 -0.095589999999999994 -0.069444999999999993 0.115025 0.10644500000000001 0.090310000000000015 0.27194500000000005 0.0053350000000000003 -0.074254999999999988 0.094095000000000012 -0.014954999999999998 0.088930000000000023 -0.086869999999999989 0.11234000000000001 0.092945000000000014 0.093530000000000016 0.099730000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -6 8 9 -2 -11 -9 20 14 -14 17 -17 18 23 22 26 -22 -20 -15 -25 -16 27 28 -13 -30
right_child=1 -3 -4 -5 5 -7 -8 11 -10 10 -12 12 13 15 25 16 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-1.2735149224144237e-06 5.1615600455079407e-06 2.2419393508243959e-06 -1.2881326449587505e-06 1.5800200974179181e-06 9.0168470906111988e-07 2.2552593118992569e-06 -2.2630202740477517e-06 1.6511732874278096e-06 -4.9970131544796458e-06 1.1121850961485921e-06 -5.8542315643576744e-06 -8.4714213410060484e-09 3.3527984293692094e-06 -1.0615392184831763e-06 -1.2274741128711262e-06 -4.2031988111072376e-06 1.1347533255833367e-06 2.9674113371267755e-06 -1.7387973717372269e-06 -3.3509246142547575e-06 1.7541977712198787e-06 -4.4761622376654491e-06 1.1695251789234362e-06 4.4994940253673121e-08 3.2525996419704743e-06 1.8329882712870522e-06 1.7197034267724121e-06 -2.4856633531488204e-06 -2.4975099540824889e-06 6.6582185809238578e-08
leaf_weight=22 24 20 20 26 48 30 24 25 20 33 22 2394 36 20 24 24 22 23 21 23 20 24 32 20 22 21 20 21 20 20
leaf_count=22 24 20 20 26 48 30 24 25 20 33 22 2394 36 20 24 24 22 23 21 23 20 24 32 20 22 21 20 21 20 20
internal_value=0 9.03449e-09 -5.4696e-09 2.91656e-09 -1.0603e-08 5.55158e-07 -1.53217e-07 -3.02917e-08 -6.88422e-07 4.0236e-07 -1.67438e-06 -7.285e-09 -2.20557e-08 3.37283e-07 1.60166e-06 -1.57472e-07 -1.65027e-06 2.69041e-07 -1.80688e-07 -1.00212e-06 -6.31393e-08 -1.64418e-06 1.7171e-08 8.26231e-07 1.72517e-06 2.00742e-07 -3.50319e-08 -4.93271e-08 -2.8307e-08 -1.21546e-06
internal_weight=0 3099 3079 3059 3033 102 72 2931 99 79 55 2832 2807 288 81 207 46 161 138 76 2519 44 53 62 42 45 2475 2455 2434 40
internal_count=3121 3099 3079 3059 3033 102 72 2931 99 79 55 2832 2807 288 81 207 46 161 138 76 2519 44 53 62 42 45 2475 2455 2434 40
is_linear=0
shrinkage=0.1


Tree=7403
num_leaves=31
num_cat=0
split_feature=1209 1209 52 1213 16 1213 1210 1208 1209 1209 403 3 403 403 15 403 401 0 131 482 483 42 15 131 481 160 1456 15 13 42
split_gain=3.57614e-09 3.8649e-09 2.82298e-08 4.22412e-09 1.16662e-08 1.47769e-08 9.576e-09 5.50161e-09 1.5915e-08 5.34352e-09 5.38232e-09 3.08582e-08 8.61126e-09 5.65209e-09 7.97355e-09 6.37783e-09 4.61519e-09 2.86571e-08 4.20861e-09 7.43125e-09 5.33948e-09 1.77988e-08 6.49277e-09 2.70402e-08 3.07399e-08 1.56798e-08 1.44679e-08 1.3707e-08 1.85177e-08 2.73624e-08
threshold=-0.14444499999999996 -0.084519999999999984 0.084960000000000022 -0.24064499999999997 -0.091114999999999988 -0.4908249999999999 -0.13847499999999999 0.11846000000000001 0.11027500000000001 -0.069599999999999981 -0.52445499999999989 -0.085709999999999995 -0.44023999999999991 -0.34918499999999997 0.09006500000000002 -0.23323999999999998 -0.099524999999999988 -0.072594999999999979 0.11793000000000002 0.12191 0.11494000000000001 0.092145000000000019 0.093575000000000019 0.08956500000000002 -0.13392999999999997 -0.53327999999999987 0.04871000000000001 0.123935 -0.083364999999999981 -0.010544999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 -5 8 9 -8 11 -11 -12 14 -14 -15 17 -17 19 20 22 -22 -18 24 -24 -26 27 28 -27 -30
right_child=1 3 -4 6 5 -7 7 -9 -10 10 12 -13 13 15 -16 16 18 -19 -20 -21 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=1.3328897318842792e-06 1.7374311110787939e-06 1.3472814155572147e-06 -3.1297408318445938e-06 1.5818210263555208e-06 2.8397950116194462e-07 -2.7887412597117554e-06 1.5020624734537099e-06 1.5449891436772938e-06 -2.2990734964878361e-06 -1.2535450296127239e-06 -1.6195883531646828e-06 4.0164069923775973e-06 7.553703751130212e-08 -1.794280581393082e-06 2.5403066342191564e-06 9.09350483138233e-07 -1.9290427909167006e-08 -3.3991654285833088e-06 -1.2010127831680557e-06 1.8616723185583727e-06 4.244723801521639e-07 -3.3350980893942504e-06 4.5396652521390028e-06 -2.9572280124869268e-06 -2.023925517475974e-06 -5.9123563089626803e-07 -1.7688698768497923e-06 -1.7327600741587453e-08 4.3911789679767911e-07 4.0051386157813345e-06
leaf_weight=20 22 21 26 39 29 34 24 23 30 25 33 20 35 20 21 38 2253 26 28 22 34 20 20 21 23 27 21 79 39 48
leaf_count=20 22 21 26 39 29 34 24 23 30 25 33 20 35 20 21 38 2253 26 28 22 34 20 20 21 23 27 21 79 39 48
internal_value=0 -8.60325e-09 -8.98954e-07 5.39505e-09 -6.93915e-07 -1.37431e-06 2.51802e-08 4.46039e-09 -7.72817e-09 1.61649e-08 3.66523e-09 1.08866e-06 -1.37224e-08 5.37435e-09 9.99826e-07 -1.51072e-08 -1.92324e-09 -8.40984e-07 1.84562e-08 3.15537e-08 1.59782e-08 -9.67961e-07 3.6971e-08 4.92932e-07 7.74851e-07 4.57145e-07 7.23803e-07 9.95026e-07 1.69657e-06 2.40658e-06
internal_weight=0 3101 48 3053 84 63 2969 2930 2907 2877 2853 45 2808 2775 56 2719 2699 64 2635 2607 2585 54 2531 278 257 237 214 193 114 87
internal_count=3121 3101 48 3053 84 63 2969 2930 2907 2877 2853 45 2808 2775 56 2719 2699 64 2635 2607 2585 54 2531 278 257 237 214 193 114 87
is_linear=0
shrinkage=0.1


Tree=7404
num_leaves=31
num_cat=0
split_feature=156 475 1208 1208 1208 1209 1213 3 2 401 1213 43 391 130 1212 1212 52 132 1185 15 401 1 1 484 40 16 13 43 0 1
split_gain=3.486e-09 6.82189e-09 3.45355e-09 5.39048e-09 3.0831e-09 7.82859e-09 3.84783e-09 1.33412e-08 6.09985e-09 4.6831e-09 4.49739e-08 4.63873e-08 1.25399e-08 5.09415e-09 4.81686e-09 4.36055e-08 1.53705e-08 4.41008e-09 1.88032e-08 1.18505e-08 4.43904e-09 4.30839e-09 8.38831e-09 1.43075e-08 3.5435e-08 1.1138e-08 1.88392e-08 1.00622e-08 5.9836e-09 5.976e-09
threshold=0.3248100000000001 0.13528000000000004 0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.094304999999999986 -0.41776999999999992 -0.07908999999999998 0.084985000000000019 0.10711000000000001 -0.083944999999999978 -0.0098449999999999979 -0.088134999999999977 0.13302000000000003 -0.092474999999999988 -0.087764999999999996 0.086275000000000004 -0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.094270000000000007 0.12656000000000003 0.13756000000000004 0.090535000000000018 -0.07632499999999999 -0.072359999999999994 -0.085964999999999986 -0.04890499999999999 -0.097274999999999986 0.11846000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -7 12 -11 -12 -8 14 16 -16 -14 19 -19 -17 21 29 25 24 -24 26 -23 -26 -29 -20
right_child=-2 -3 -4 -5 -6 6 9 -9 -10 10 11 -13 13 -15 15 17 -18 18 20 -21 -22 22 23 -25 27 -27 -28 28 -30 -31
leaf_value=1.9755466655624334e-06 -1.2265724960699395e-06 1.8053521114122113e-06 -1.3129438366377145e-06 1.4391627959097466e-06 -9.6818408137826761e-07 -8.6473160947553843e-07 -2.4496096154096104e-06 -2.6430228350212324e-06 1.5754758516095535e-06 4.4211040972186309e-06 1.6796291730143651e-06 -3.7151818878961808e-06 2.7807057193740548e-06 1.4242528850445524e-06 -4.6794645470527033e-06 -1.8555147721771751e-07 -7.6225073098612485e-07 3.0956543946558667e-06 1.3378145915377916e-08 -2.7630375129561462e-06 1.2263417996412803e-06 4.937925065665436e-08 3.6855258685162898e-06 -2.1231221778535931e-06 -2.3903448072815082e-06 1.4396052699300092e-07 -3.4091477901812244e-06 -1.1128041065107522e-06 9.595018963780509e-07 8.6829340770076235e-07
leaf_weight=20 23 21 20 26 33 21 21 24 20 24 37 28 24 25 20 165 25 20 2148 20 30 28 28 23 20 46 36 22 38 85
leaf_count=20 23 21 20 26 33 21 21 24 20 24 37 28 24 25 20 165 25 20 2148 20 30 28 28 23 20 46 36 22 38 85
internal_value=0 9.10667e-09 -3.1524e-09 5.41673e-09 -6.88198e-09 3.6994e-09 -9.54336e-09 -7.70498e-07 3.25613e-07 7.43641e-09 7.21659e-07 -6.44289e-07 -1.50727e-08 3.16674e-09 -9.62201e-09 -2.72666e-08 9.73075e-07 7.07962e-09 4.16226e-08 -4.64199e-07 1.72294e-08 2.56753e-09 -3.99125e-07 1.41492e-07 6.2377e-07 -1.04295e-06 -1.89604e-06 -4.47844e-07 1.99656e-07 4.59208e-08
internal_weight=0 3098 3077 3057 3031 2998 2978 65 41 2913 89 65 2824 2803 2778 2729 49 2709 2524 185 2504 2474 241 131 108 110 64 80 60 2233
internal_count=3121 3098 3077 3057 3031 2998 2978 65 41 2913 89 65 2824 2803 2778 2729 49 2709 2524 185 2504 2474 241 131 108 110 64 80 60 2233
is_linear=0
shrinkage=0.1


Tree=7405
num_leaves=31
num_cat=0
split_feature=132 15 1185 50 1204 2 42 133 2 3 12 12 1348 448 130 12 130 130 130 43 130 0 1209 2 1209 1213 13 1210 2 4
split_gain=3.38529e-09 8.85912e-08 5.33154e-08 1.89503e-08 4.55136e-09 9.30734e-09 1.59505e-08 4.35609e-09 3.39517e-09 9.23036e-09 4.7457e-09 3.60399e-09 3.22156e-09 8.7437e-09 3.82756e-09 1.97305e-08 2.58375e-08 8.71419e-09 9.14647e-09 6.85369e-09 4.60576e-09 1.76356e-08 4.71808e-09 3.80658e-08 8.46798e-09 6.224e-09 1.58875e-08 9.32878e-09 6.26545e-08 3.08396e-08
threshold=-0.083284999999999984 0.091650000000000023 -0.087384999999999977 0.09227500000000001 -0.016569999999999994 0.080205000000000012 -0.067534999999999998 -0.45516499999999999 0.089125000000000024 -0.084964999999999985 0.087505000000000013 0.091545000000000015 0.095915000000000014 0.056825000000000007 0.096625000000000003 0.089735000000000023 0.10034000000000003 0.091705000000000023 0.089120000000000019 -0.067199999999999996 0.016915000000000003 -0.089964999999999976 -0.087714999999999987 0.084715000000000013 -0.065739999999999979 -0.24064499999999997 -0.010739999999999998 -0.00046999999999999993 0.091055000000000011 -0.081714999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 5 -4 -7 -1 9 10 -9 -10 13 14 17 -16 -17 18 20 -18 22 -22 23 -6 -24 26 -26 28 29 -27
right_child=2 -3 4 -5 12 6 -8 8 11 -11 -12 -13 -14 -15 15 16 19 -19 -20 -21 21 -23 24 -25 25 27 -28 -29 -30 -31
leaf_value=1.1986279479113085e-06 -5.1739082380208863e-06 5.7425334725175405e-06 2.3915250816723228e-06 -2.942825240097591e-06 -1.8397093919537096e-06 -1.6803635717145692e-06 1.3998605476217563e-06 -4.756854236477791e-07 -3.5865930439762281e-07 -1.8628232618353612e-06 1.2870698147556446e-06 1.5170222542337799e-06 -1.2497677506048821e-06 2.0262523332262173e-06 1.4909672179097555e-06 -4.4563266916681993e-06 4.5308838277403114e-07 1.5694633199408211e-06 -1.8852188909444469e-06 -1.8445606406203299e-06 3.1073336892652814e-06 -5.0582904415413003e-07 -1.5395978079067317e-06 4.1881893434947417e-06 -1.1401355363084484e-09 1.4927587126781613e-06 -3.3266430045841844e-06 -2.957130463461984e-08 5.6723916899996275e-06 -2.4667585046552487e-06
leaf_weight=26 20 27 24 25 22 29 40 42 21 34 24 20 21 21 32 21 37 35 26 20 22 35 37 20 51 42 20 2268 22 37
leaf_count=26 20 27 24 25 22 29 40 42 21 34 24 20 21 21 32 21 37 35 26 20 22 35 37 20 51 42 20 2268 22 37
internal_value=0 3.79112e-07 -2.86191e-08 -3.75119e-07 7.08723e-09 6.95274e-07 1.05274e-07 9.2684e-09 -2.10046e-07 -5.24251e-07 1.65316e-07 5.56307e-07 -1.58605e-08 -6.49926e-09 -2.2039e-08 -5.9999e-07 -1.45782e-06 2.06963e-09 -1.90137e-08 -3.53104e-07 -1.77765e-10 8.88725e-07 -2.02919e-08 1.03072e-06 -3.81128e-08 -1.53444e-08 -9.37902e-07 1.23051e-08 9.52658e-07 -3.61699e-07
internal_weight=0 219 2902 192 2882 93 69 167 141 100 66 41 2789 2768 2747 110 78 2637 2602 57 2576 57 2519 42 2477 2440 71 2369 101 79
internal_count=3121 219 2902 192 2882 93 69 167 141 100 66 41 2789 2768 2747 110 78 2637 2602 57 2576 57 2519 42 2477 2440 71 2369 101 79
is_linear=0
shrinkage=0.1


Tree=7406
num_leaves=31
num_cat=0
split_feature=448 447 367 39 132 1186 132 15 13 13 15 0 96 131 131 480 481 130 42 0 0 0 160 12 13 0 160 42 52 1447
split_gain=3.88179e-09 4.94886e-09 3.22224e-09 3.66011e-09 4.96435e-09 7.92882e-08 5.07131e-08 9.52514e-09 6.28339e-09 5.16016e-09 1.1196e-08 7.28465e-09 3.9016e-09 4.64409e-09 2.08671e-08 2.08632e-08 5.20339e-08 9.65449e-09 2.48156e-08 2.05687e-08 1.61179e-08 1.52045e-08 9.31662e-09 2.05218e-08 2.55424e-08 1.83041e-08 8.79819e-09 2.05351e-08 8.29093e-09 8.17516e-09
threshold=0.068920000000000023 0.094005000000000019 -0.069339999999999999 -0.020804999999999994 -0.083284999999999984 0.0044650000000000011 -0.076764999999999986 0.092400000000000024 0.056795000000000005 -0.051094999999999995 -0.097454999999999986 -0.087084999999999982 0.090365000000000015 0.090690000000000007 0.090150000000000022 0.11191000000000002 -0.0050099999999999988 0.08610000000000001 -0.088669999999999985 -0.080309999999999979 -0.077999999999999986 -0.082974999999999979 -0.016279999999999996 0.094580000000000011 -0.011289999999999998 -0.057069999999999989 -0.55248999999999981 0.087550000000000017 -0.026204999999999996 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -6 8 9 -5 -11 -12 13 14 15 26 -17 19 -19 21 -21 28 -22 25 -25 -24 27 -8 -15 -28
right_child=-2 -3 3 4 6 -7 12 -9 -10 10 11 -13 -14 17 -16 16 -18 18 -20 20 22 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=1.2612168168857353e-06 -1.3886843112231873e-06 1.2461191609247635e-06 -9.1768709957953191e-07 1.3122343546001504e-06 -4.9299703401099277e-06 6.2995621560514261e-06 7.741671657597527e-07 -1.9947175105698989e-06 1.4950033236918561e-06 -2.5810294641814837e-06 1.5291286629803836e-06 -4.757856904566202e-07 -1.3888914230619777e-06 -7.4070769616438075e-07 -2.9099511393724243e-06 5.8949079310011149e-06 -1.152697716122475e-06 -3.6529346797919973e-06 8.9455611487210271e-07 -2.2494834020866014e-06 1.5281767241239598e-06 3.6489240368677271e-06 3.0753693827136887e-06 -3.811397339876958e-06 8.7763518519880437e-07 -9.834128650254571e-07 8.7963176543105638e-07 -3.5976494949352403e-06 1.4637230191133792e-06 -5.8375841432922885e-08
leaf_weight=20 20 32 44 20 21 21 21 25 27 20 24 74 20 22 25 20 22 20 30 30 43 27 25 26 21 20 97 22 76 2206
leaf_count=20 20 32 44 20 21 21 21 25 27 20 24 74 20 22 25 20 22 20 30 30 43 27 25 26 21 20 97 22 76 2206
internal_value=0 8.96083e-09 -3.93883e-09 -1.22377e-08 1.02017e-09 4.68735e-07 -3.43011e-08 -1.75725e-07 9.98796e-08 -1.73079e-07 -4.24827e-07 1.52137e-08 2.77389e-09 1.28841e-08 -3.58697e-08 -5.7809e-09 2.2033e-06 3.58892e-07 -9.2444e-07 5.80157e-07 -1.52866e-07 1.54775e-06 3.13049e-07 -2.54891e-07 -1.7163e-06 1.27147e-06 -4.53298e-08 -1.46258e-06 9.68851e-07 -1.88679e-08
internal_weight=0 3101 3069 3049 3005 211 2794 190 165 138 118 98 2773 2753 2413 2388 42 340 50 290 165 125 135 92 47 45 2346 43 98 2303
internal_count=3121 3101 3069 3049 3005 211 2794 190 165 138 118 98 2773 2753 2413 2388 42 340 50 290 165 125 135 92 47 45 2346 43 98 2303
is_linear=0
shrinkage=0.1


Tree=7407
num_leaves=31
num_cat=0
split_feature=1208 1208 132 1185 1186 15 1209 1208 1209 401 1212 1212 401 15 402 402 128 4 1185 394 390 129 43 13 394 128 128 400 52 52
split_gain=3.30721e-09 4.11753e-09 3.18346e-09 1.81705e-08 9.04594e-09 8.4352e-09 3.90394e-09 1.51859e-08 6.10081e-09 6.01834e-09 3.69862e-09 3.74801e-09 8.43737e-09 2.56664e-08 5.88764e-09 1.63967e-08 4.22368e-09 1.47256e-08 8.23793e-09 4.00144e-09 9.69221e-09 4.59164e-09 1.31054e-08 2.72831e-08 5.79658e-09 4.36806e-09 9.46827e-09 7.44365e-09 4.54532e-09 1.49382e-08
threshold=0.12461500000000002 0.10737500000000001 -0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 0.10819500000000001 0.092250000000000013 -0.094304999999999986 0.13522500000000001 0.13795000000000002 0.11796000000000001 -0.13200999999999999 0.095175000000000023 -0.45454999999999995 -0.40883999999999993 0.10773500000000001 -0.079329999999999984 0.092170000000000016 -0.11103499999999998 0.090205000000000007 0.093925000000000008 -0.084359999999999991 -0.0051199999999999987 -0.088129999999999986 0.090375000000000025 0.085955000000000018 -0.09027499999999998 0.029970000000000007 0.008405000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 8 -5 10 11 12 13 -10 -14 -16 18 -18 19 -17 21 24 -23 -24 -21 26 27 -26 29 -29
right_child=-2 -3 3 6 -6 -7 -8 -9 9 -11 -12 -13 14 -15 15 16 17 -19 -20 20 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=7.4791443599958099e-08 -1.2818032087125175e-06 1.2614132244310055e-06 2.9566062104484964e-06 1.7537559870106635e-06 -2.3428037539339303e-06 -1.9615660485906912e-06 1.3311243657715916e-06 -2.75189959893396e-06 -7.4225184383586956e-07 -1.6099613829915738e-06 1.3058132065101416e-06 -1.0552671327421636e-06 1.4347549592587582e-06 3.7661693113477669e-06 -2.8753707101714101e-06 1.4062608101994556e-06 2.9142861898262277e-06 -6.1644855122722228e-07 -2.0401372421474663e-06 1.5251403712094696e-06 -2.1531545035897927e-06 -7.1131897354032653e-07 -2.0224297000278773e-07 4.6336145180703176e-06 -1.9608482602961884e-06 -1.1003290304164407e-06 1.9565033236782863e-06 3.2313184140411598e-08 -2.2587071371754918e-07 2.3632538325760575e-06
leaf_weight=176 20 26 21 20 21 23 22 20 28 23 22 33 28 23 20 20 21 27 20 24 21 36 28 20 20 38 24 1521 747 28
leaf_count=176 20 26 21 20 21 23 22 20 28 23 22 33 28 23 20 20 21 27 20 24 21 36 28 20 20 38 24 1521 747 28
internal_value=0 8.26295e-09 -2.33279e-09 2.59118e-08 -3.68871e-07 -1.60566e-07 4.19532e-09 -6.18606e-09 1.34824e-08 9.26291e-10 1.44041e-08 3.98566e-09 1.69609e-08 1.29096e-06 -7.62245e-09 -2.30666e-08 -1.08357e-09 9.28248e-07 -1.85975e-08 -2.59794e-09 -1.38373e-08 4.23412e-09 7.30976e-07 1.8127e-06 -2.11807e-08 -3.67869e-08 -1.95157e-08 -3.99926e-08 -2.32604e-08 7.44477e-08
internal_weight=0 3101 3075 2855 220 199 2834 2812 2792 2772 2749 2727 2694 51 2643 2615 2595 48 2547 2527 2507 2486 84 48 2402 2378 2340 2316 2296 1549
internal_count=3121 3101 3075 2855 220 199 2834 2812 2792 2772 2749 2727 2694 51 2643 2615 2595 48 2547 2527 2507 2486 84 48 2402 2378 2340 2316 2296 1549
is_linear=0
shrinkage=0.1


Tree=7408
num_leaves=31
num_cat=0
split_feature=448 0 45 46 1426 1428 1428 1452 1452 43 49 52 50 1453 481 159 158 159 158 1446 1444 1447 12 480 1447 12 43 0 142 1456
split_gain=3.14753e-09 4.64334e-09 3.40208e-09 4.56335e-09 6.91628e-09 4.59542e-09 4.01114e-09 3.566e-09 1.00912e-08 9.19007e-09 1.18634e-08 1.20758e-08 8.33677e-09 8.43237e-09 1.32706e-08 5.48216e-09 8.46772e-09 5.28363e-09 1.22602e-08 7.49666e-09 1.06348e-08 5.29177e-09 3.42147e-08 1.98489e-08 1.71224e-08 5.26757e-09 1.77644e-08 1.61955e-08 1.24418e-08 6.42422e-09
threshold=0.068920000000000023 -0.26343999999999995 0.10331000000000001 0.083550000000000013 -0.094284999999999994 0.10539000000000001 0.092095000000000024 0.088500000000000009 0.086765000000000023 -0.083269999999999997 0.088030000000000011 0.11008000000000001 -0.47248999999999991 -0.051044999999999993 -0.082949999999999982 -0.47215999999999997 -0.46695499999999995 -0.40873999999999994 -1.0000000180025095e-35 -0.088809999999999986 -0.081774999999999987 -0.085684999999999997 0.083985000000000018 0.08759500000000002 -0.083899999999999988 0.12757000000000002 -0.23714499999999997 -0.07384499999999998 -0.057499999999999989 0.11510000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 12 -9 11 -11 -6 14 -14 -15 -17 18 -18 -19 -21 22 -22 -24 -23 28 -27 -28 -26 -30
right_child=-2 2 -4 -5 5 -7 -8 9 -10 10 -12 -13 13 15 -16 16 17 19 -20 20 21 24 23 -25 25 26 27 -29 29 -31
leaf_value=1.1879445923334448e-06 -1.2504654114309233e-06 1.7625924390978815e-06 1.1813164822645681e-06 -1.5195201268625169e-06 1.8754754898469876e-06 -1.4910644841577215e-06 1.3089181008937253e-06 2.377578970357387e-06 -2.2208582733929643e-06 2.4525294888917419e-06 -1.8949533703314295e-06 -6.2559924327405708e-07 3.8374357814063847e-07 1.19397885245038e-06 -3.2155162746979237e-06 -1.8634377797752678e-06 2.806854258995459e-06 -1.9608695075490347e-06 -6.1021188890836568e-07 2.1719723359968737e-06 3.8250307388807416e-06 -2.838349802335539e-06 1.1657167379196056e-06 -2.7109360039503375e-06 2.4732265637794628e-06 1.4881988393070693e-06 4.4863488824375968e-07 -3.1185814026762111e-06 -4.8695051130775614e-08 1.4748088822053823e-06
leaf_weight=33 20 22 24 20 23 21 23 22 21 25 22 26 20 37 21 25 21 20 21 22 25 22 28 25 20 23 20 35 2406 28
leaf_count=33 20 22 24 20 23 21 23 22 21 25 22 26 20 37 21 25 21 20 21 22 25 22 28 25 20 23 20 35 2406 28
internal_value=0 8.07186e-09 -4.61908e-09 -1.39694e-08 -4.01208e-09 -1.69585e-08 -6.57404e-09 -1.68027e-08 -3.68033e-08 5.85952e-07 4.60094e-08 8.83287e-07 -2.06649e-08 -3.61354e-08 -1.45978e-06 -1.51241e-08 -3.14454e-08 -1.45825e-08 1.09832e-06 -3.20626e-08 -1.75275e-08 -3.58288e-08 7.75544e-07 -6.62893e-07 -6.06084e-08 -3.64732e-08 -8.45501e-07 -1.82141e-06 -1.07584e-08 -3.11691e-08
internal_weight=0 3101 3068 3044 3024 3002 2981 2958 2863 95 73 51 2842 2819 41 2778 2741 2716 42 2674 2654 2632 78 53 2554 2532 78 55 2454 2434
internal_count=3121 3101 3068 3044 3024 3002 2981 2958 2863 95 73 51 2842 2819 41 2778 2741 2716 42 2674 2654 2632 78 53 2554 2532 78 55 2454 2434
is_linear=0
shrinkage=0.1


Tree=7409
num_leaves=31
num_cat=0
split_feature=421 9 33 2 9 149 472 1429 11 52 475 45 104 9 9 49 49 160 15 2 157 483 49 130 15 130 2 13 13 39
split_gain=3.73001e-09 6.0466e-09 9.76739e-09 7.33891e-09 5.87664e-09 4.67849e-09 2.94467e-09 6.95717e-09 3.93544e-09 1.69335e-08 8.67422e-09 3.13636e-09 3.906e-09 4.84182e-09 6.79557e-09 3.50044e-09 1.17554e-08 1.05328e-08 2.37185e-08 1.78128e-08 1.48452e-08 1.73883e-08 1.15086e-08 2.98843e-08 3.19232e-08 1.56652e-08 1.02367e-08 2.10734e-08 1.27427e-08 8.22989e-09
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.009184999999999997 -0.15339499999999998 0.085555000000000006 0.091325000000000003 -0.38234499999999999 -0.23587499999999997 0.095720000000000013 -0.088614999999999985 0.10701500000000001 0.094030000000000016 0.088500000000000009 -0.085744999999999988 -0.013509999999999999 0.09567500000000001 0.092975000000000016 -0.085764999999999994 -0.024814999999999997 0.097220000000000015 -0.06482499999999998 0.10018500000000001 0.11042000000000002 0.09364500000000002 -0.09551999999999998 0.096505000000000021 0.10855000000000002 -0.06977499999999999 -0.069964999999999986 -0.020804999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -4 -8 10 -10 11 12 13 -9 -15 16 29 19 20 -17 -19 22 23 24 -22 26 28 -28 -24 -16
right_child=1 3 4 -5 -6 -7 7 8 9 -11 -12 -13 -14 14 15 17 -18 18 -20 -21 21 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.361265053212435e-06 -1.8672983677398797e-06 1.728681218082784e-08 -1.0909485354204663e-06 2.5873093102291024e-06 1.6014042795058747e-06 -1.0151330486173215e-06 1.7536311005365545e-06 -1.1391281389348608e-06 -3.0034641150948682e-06 8.4841845432492843e-07 2.0975864254069166e-06 -9.330795241372212e-07 -1.3392945082354606e-06 1.7949832020101233e-06 -1.4760814391934219e-06 2.8399229790920803e-06 1.8667060021786916e-06 1.9531678819678042e-06 -3.8403104395001727e-06 -6.4774461927541438e-07 -1.8481673448280034e-06 -3.1993666508159635e-06 -6.8201227255334136e-07 -3.2435959915825441e-06 3.1219892407582019e-06 2.7281966048991784e-06 1.0121550067546755e-06 -2.8775226852909935e-06 2.6118853774594596e-06 6.8873750707653323e-08
leaf_weight=20 28 25 24 20 23 45 23 35 21 25 20 35 21 22 35 27 36 27 20 32 28 22 24 38 24 23 26 30 23 2319
leaf_count=20 28 25 24 20 23 45 23 35 21 25 20 35 21 22 35 27 36 27 20 32 28 22 24 38 24 23 26 30 23 2319
internal_value=0 8.784e-09 -8.16073e-09 1.15952e-06 9.03077e-09 -3.15711e-09 1.22277e-08 2.12454e-08 7.56715e-09 -9.1005e-07 2.229e-08 7.71116e-09 1.94209e-08 2.96441e-08 4.4487e-08 3.04011e-08 7.33292e-08 -2.6785e-07 -5.19615e-07 9.48307e-07 -2.68997e-07 -5.21091e-07 -2.48304e-07 -1.11197e-06 4.45751e-07 3.68603e-07 -1.58297e-07 -1.0716e-06 9.29895e-07 4.59029e-08
internal_weight=0 3101 3056 45 3028 3005 2960 2936 2913 46 2867 2847 2812 2791 2756 2734 2390 344 285 59 265 238 216 90 52 126 103 56 47 2354
internal_count=3121 3101 3056 45 3028 3005 2960 2936 2913 46 2867 2847 2812 2791 2756 2734 2390 344 285 59 265 238 216 90 52 126 103 56 47 2354
is_linear=0
shrinkage=0.1


Tree=7410
num_leaves=31
num_cat=0
split_feature=1429 156 11 3 2 11 132 15 1185 50 133 1204 1212 132 41 33 34 34 11 41 1 43 43 42 42 2 43 1213 402 43
split_gain=3.65769e-09 1.01506e-08 3.1894e-09 9.30877e-09 9.90885e-09 6.78235e-09 2.96809e-09 8.57937e-08 4.68318e-08 1.72779e-08 3.72164e-09 3.70038e-09 8.26159e-09 1.00731e-08 4.40268e-09 1.25069e-08 5.43536e-09 5.1639e-09 3.51994e-09 7.07941e-09 1.02522e-08 3.41833e-09 1.85819e-08 1.08976e-08 1.15621e-08 1.30535e-08 1.08596e-08 2.57991e-08 1.31734e-08 6.52685e-09
threshold=-0.23752499999999996 0.32523500000000005 0.092630000000000018 -0.14847999999999997 0.10912000000000001 0.086595000000000019 -0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.09227500000000001 -0.45516499999999999 -0.0026799999999999997 0.087440000000000004 -0.0065149999999999991 0.088520000000000015 -0.0066799999999999993 -0.112215 -0.085644999999999985 0.081365000000000007 0.076195000000000013 0.080270000000000022 0.070450000000000013 0.08845500000000002 0.11159000000000001 0.091465000000000005 0.10731 0.055925000000000009 -1.0000000180025095e-35 -0.45015499999999992 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 7 9 -8 10 -2 12 13 -10 15 -13 -17 -18 19 21 -21 26 -23 24 25 -24 28 -28 -19 -30
right_child=1 -3 3 -5 -6 -7 8 -9 11 -11 -12 14 -14 -15 -16 16 17 18 -20 20 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-1.2848584302363717e-06 1.0867241471714805e-06 2.2546819172930558e-06 -1.650102513724113e-07 8.1962325363202467e-07 -2.91192287420472e-06 1.2887139605038278e-06 -4.6294675898521248e-06 5.7347462785081951e-06 4.2013973557329471e-07 -2.9637439341889189e-06 -2.3929976526585672e-07 2.097281057038864e-06 -6.3996714220258904e-07 3.146845083357164e-06 -1.1671211599274433e-06 -1.6298977411246424e-06 1.5860533378031505e-06 -1.9689031890785762e-06 -1.1225107892516525e-06 2.536180416694396e-06 -3.6220326562571524e-07 -3.2556732094235488e-06 7.1470512017958131e-07 1.8263320826008567e-06 -2.2100223779081466e-06 -2.0640653161763114e-06 -5.9766078253334049e-07 3.3047239684336207e-06 -4.2733016481954039e-08 1.0064944590819927e-06
leaf_weight=22 25 20 29 29 24 41 22 26 42 23 138 28 34 20 33 21 20 35 29 26 23 21 73 25 29 22 36 32 2112 61
leaf_count=22 25 20 29 29 24 41 22 26 42 23 138 28 34 20 33 21 20 35 29 26 23 21 73 25 29 22 36 32 2112 61
internal_value=0 9.12417e-09 -5.46211e-09 -6.20761e-07 -1.4089e-06 1.13729e-08 -6.34396e-09 3.54161e-07 -3.41963e-08 -3.97964e-07 -3.59219e-08 2.94398e-09 6.12749e-07 1.29972e-06 -1.9349e-08 -4.74175e-09 -2.76878e-08 -1.4462e-08 -2.71444e-08 -1.44127e-08 1.17571e-06 -3.82541e-08 -4.70809e-07 -7.83108e-08 -4.62311e-07 7.12004e-08 -5.94561e-09 1.23876e-06 -4.42788e-08 -1.32793e-08
internal_weight=0 3099 3079 82 53 2997 2956 212 2744 186 163 2722 96 62 2626 2593 2565 2544 2524 2495 49 2446 170 149 124 95 2276 68 2208 2173
internal_count=3121 3099 3079 82 53 2997 2956 212 2744 186 163 2722 96 62 2626 2593 2565 2544 2524 2495 49 2446 170 149 124 95 2276 68 2208 2173
is_linear=0
shrinkage=0.1


Tree=7411
num_leaves=31
num_cat=0
split_feature=472 1429 1429 132 1185 15 1186 1213 132 399 16 1348 448 47 33 10 47 447 44 47 47 484 43 0 47 47 1 2 1428 1
split_gain=3.3476e-09 6.51551e-09 3.51636e-09 3.36383e-09 2.0274e-08 8.93802e-09 9.04706e-09 3.39116e-09 3.6138e-09 6.82952e-09 3.6384e-09 3.14343e-09 8.71605e-09 4.84893e-09 3.03793e-08 3.01745e-08 7.98839e-09 7.03958e-09 6.64874e-09 1.65335e-08 5.71358e-09 4.60972e-09 6.84419e-09 9.37724e-09 9.06719e-09 6.81393e-09 6.07488e-09 9.67083e-09 4.40986e-09 3.80798e-09
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.086260000000000017 -0.41127499999999995 0.085965000000000014 -0.082179999999999989 0.095915000000000014 0.056825000000000007 0.094160000000000008 -1.0000000180025095e-35 -0.0026549999999999994 0.097970000000000015 0.091515000000000013 0.099360000000000018 0.10254000000000001 0.091210000000000013 -0.078424999999999981 -0.036954999999999995 -0.060129999999999996 0.11774000000000001 0.10980000000000002 0.10871500000000002 0.11704500000000001 0.092095000000000024 0.16540500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 7 8 -4 -10 -11 12 13 14 -6 -15 -17 20 19 -18 28 -21 23 24 25 -23 -24 -28 29 -16
right_child=1 2 3 4 11 -7 -8 -9 9 10 -12 -13 -14 15 17 16 18 -19 -20 21 -22 22 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.1764742263646138e-06 1.6859640185351094e-06 -1.1845674016512932e-06 7.5935851743667488e-07 3.1309984955268667e-06 -3.2018662841437621e-06 -2.1513531767141104e-06 -2.1012256589918773e-06 1.2000809685256779e-06 -1.6886721059093142e-06 -4.1436298107221186e-07 9.7351821220096711e-07 -1.2066109082384391e-06 2.0510459416116302e-06 4.1416484555156792e-06 -2.107546768275343e-08 -1.6259220378363656e-06 3.0596794689782572e-06 -1.6369537643885664e-06 -1.293626098686218e-06 -9.2915797713644119e-07 1.6596131964823664e-06 1.8680535695445791e-06 -1.8614920850268392e-06 -7.2261629104384792e-07 2.9018553775017611e-06 -5.936170528348553e-07 1.6760554088883194e-06 -1.2238437964539198e-06 1.4816651037108386e-06 1.3646009369949753e-06
leaf_weight=24 23 25 38 21 30 25 21 24 29 51 30 21 21 20 2364 24 22 26 24 32 21 22 20 26 28 23 23 23 20 20
leaf_count=24 23 25 38 21 30 25 21 24 29 51 30 21 21 20 2364 24 22 26 24 32 21 22 20 26 28 23 23 23 20 20
internal_value=0 9.12408e-09 -3.42221e-09 6.26248e-09 3.54097e-08 -3.7225e-07 -1.41796e-07 9.74367e-08 -8.13705e-08 -3.71804e-07 9.96671e-08 1.22754e-08 2.14531e-08 6.05515e-09 -3.89609e-08 3.95201e-07 1.14568e-07 -2.47248e-10 2.86468e-07 4.59629e-07 1.73009e-08 1.69268e-07 3.82297e-07 9.08161e-07 1.48899e-06 6.09866e-07 -4.065e-07 2.26106e-07 2.95462e-09 -9.45067e-09
internal_weight=0 3097 3074 3049 2831 218 193 172 148 110 81 2810 2789 2768 2481 287 267 2451 243 219 2425 197 165 99 73 45 66 46 2404 2384
internal_count=3121 3097 3074 3049 2831 218 193 172 148 110 81 2810 2789 2768 2481 287 267 2451 243 219 2425 197 165 99 73 45 66 46 2404 2384
is_linear=0
shrinkage=0.1


Tree=7412
num_leaves=31
num_cat=0
split_feature=1429 156 448 0 15 44 447 482 43 4 484 16 484 160 52 374 482 482 11 9 33 3 34 455 11 156 15 15 52 2
split_gain=3.81357e-09 9.07486e-09 3.15953e-09 4.77328e-09 1.2465e-08 3.22664e-09 3.83935e-09 3.65418e-09 1.51804e-08 1.24285e-08 9.18958e-09 1.35754e-08 2.19139e-08 6.7234e-09 6.31645e-09 6.22023e-09 6.64673e-09 6.01839e-09 5.56676e-09 8.81245e-09 1.07584e-08 4.39985e-09 4.98827e-09 6.53246e-09 5.05729e-09 7.10125e-09 5.24915e-09 1.70076e-08 1.29584e-08 5.66748e-09
threshold=-0.23752499999999996 0.32523500000000005 0.068920000000000023 -0.24955499999999997 -0.13578499999999996 0.087770000000000015 0.093530000000000016 0.090355000000000005 -0.090299999999999991 0.62931500000000018 -0.017214999999999998 0.057265000000000003 0.12955000000000003 -0.077459999999999987 0.12354000000000001 0.08987500000000001 0.087425000000000017 0.081345000000000015 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 0.31534000000000006 -0.085739999999999983 0.090605000000000019 0.097680000000000017 0.14540500000000003 0.12044500000000001 0.11773500000000002 0.17829500000000004 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 9 -9 15 -10 13 -13 14 -12 16 17 18 -5 20 -20 22 -22 24 25 26 27 -24 29 -28
right_child=1 -3 -4 5 -6 -7 -8 8 10 -11 11 12 -14 -15 -16 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-1.3119578661437779e-06 -6.7571544687697584e-07 2.1325490024537433e-06 -1.2572799141707947e-06 1.5508182142101843e-06 2.653771053187286e-06 1.0203568929985825e-06 -1.2816375431157213e-06 2.8300650253344352e-06 1.5403442608530328e-06 -2.0977979716008123e-06 -1.2996517320118528e-06 -4.1875066398233687e-06 4.9371773684470096e-07 2.0184753270768854e-06 1.0461897261393461e-06 1.6208757543885757e-06 -1.8468757082246158e-06 1.3461399156255994e-06 2.1766333351148538e-06 -1.6227686299836411e-06 -1.5311962957040043e-06 -1.4210368200875595e-06 -4.216080088677636e-08 1.378919561182446e-06 -1.2485660567349174e-06 1.8560617746743447e-06 -1.2505728772811592e-06 -2.9706397958761959e-06 2.3723654448399284e-06 5.6355801591195691e-07
leaf_weight=22 22 20 20 22 23 30 24 23 32 29 24 20 20 20 22 23 20 32 22 35 22 23 2356 33 34 20 26 20 31 51
leaf_count=22 22 20 20 22 23 30 24 23 32 29 24 20 20 20 22 23 20 32 22 35 22 23 2356 33 34 20 26 20 31 51
internal_value=0 9.30912e-09 -4.48263e-09 3.70827e-09 1.02602e-06 -1.15552e-08 -2.19297e-08 -1.17158e-08 4.51558e-07 -3.83636e-08 5.51397e-08 -3.93224e-07 -1.84689e-06 4.87788e-07 -1.77728e-07 -1.68027e-08 -3.05146e-08 -1.71933e-08 -3.33813e-08 -4.642e-08 -2.55056e-08 -4.40251e-08 -3.18109e-08 -1.89807e-08 -3.71567e-08 -2.07079e-08 -3.58187e-08 -6.68113e-08 6.46018e-07 -4.90057e-08
internal_weight=0 3099 3079 3059 45 3014 2984 2960 161 2799 138 106 40 66 46 2770 2747 2727 2695 2673 2638 2616 2593 2571 2538 2504 2484 2376 108 77
internal_count=3121 3099 3079 3059 45 3014 2984 2960 161 2799 138 106 40 66 46 2770 2747 2727 2695 2673 2638 2616 2593 2571 2538 2504 2484 2376 108 77
is_linear=0
shrinkage=0.1


Tree=7413
num_leaves=31
num_cat=0
split_feature=472 1429 1425 52 3 1 52 475 157 484 475 475 2 12 1374 3 472 156 1429 471 154 157 376 40 39 12 12 12 47 1
split_gain=3.79797e-09 6.06893e-09 3.4428e-09 4.5879e-09 1.36562e-08 1.19322e-08 4.12546e-09 3.81472e-09 2.41052e-08 2.85046e-08 1.39671e-08 1.16913e-08 9.70751e-09 8.11856e-09 5.21719e-09 2.29058e-08 4.52193e-09 8.56321e-09 8.43808e-09 5.30114e-09 4.82307e-09 7.79016e-09 6.09308e-09 6.51272e-09 6.71317e-09 6.19925e-09 3.9528e-08 3.55321e-08 1.36642e-08 7.68239e-08
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.55692499999999978 -0.085784999999999986 0.10293500000000001 -0.55061999999999989 -0.085719999999999977 -0.086394999999999986 0.085740000000000011 -0.088719999999999979 -0.08466499999999999 0.08708500000000001 0.08815000000000002 -0.035729999999999991 0.090900000000000009 -0.080624999999999988 -0.065739999999999979 0.11181500000000001 0.092350000000000015 0.084190000000000001 0.10977500000000003 0.087010000000000018 -0.049474999999999998 0.094095000000000026 0.083715000000000026 0.083370000000000014 0.083875000000000019 0.092165000000000011 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -5 8 -8 10 12 -9 -10 -14 15 -13 -16 19 20 -18 21 22 25 24 -24 26 28 -27 -19 -30
right_child=1 2 -4 6 -6 -7 7 11 9 -11 -12 14 13 -15 16 -17 17 18 -20 -21 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=-1.2531215096108403e-06 1.6280664864177159e-06 -2.0791133556485875e-06 -1.2212760694914639e-06 -1.3458312051963989e-06 2.5652935989826265e-06 1.3338214427806505e-06 3.5453759975015689e-06 -1.8162932529245762e-06 1.4480024000712784e-06 -3.4940511204695217e-06 2.938517952445961e-06 2.8453994168597184e-06 -2.4306799703310843e-06 4.1862904595291181e-07 -1.2221647708546728e-06 -1.4336484933995632e-06 2.9358667404721931e-07 2.89454823463122e-08 -1.8958862876653866e-06 2.5960081086395806e-06 1.4294510157736548e-06 -1.4858858037314349e-06 5.5497958231643237e-07 -5.3466603406247617e-07 2.9721983901254134e-06 4.2615515211252844e-06 -4.6599831466664912e-06 2.2853251089069783e-08 -6.6135736135817892e-06 1.6518613725432861e-07
leaf_weight=24 23 20 23 23 27 21 22 36 27 20 21 29 20 20 31 22 20 606 24 20 23 36 27 21 20 20 20 1772 21 82
leaf_count=24 23 20 23 23 27 21 22 36 27 20 21 29 20 20 31 22 20 606 24 20 23 36 27 21 20 20 20 1772 21 82
internal_value=0 9.71322e-09 -2.39547e-09 6.79307e-09 8.18984e-07 -3.31025e-07 -1.17215e-08 -1.35511e-09 5.28317e-07 -8.62694e-08 6.88226e-07 -2.56863e-08 -1.70889e-08 -1.00603e-06 -2.6148e-09 9.99536e-07 -2.12476e-08 -7.52026e-09 -2.92615e-08 1.4448e-06 -1.23435e-08 -2.49764e-08 -4.66244e-09 9.29418e-07 1.58358e-06 -2.98578e-08 -2.75718e-07 7.01602e-08 -1.52043e-07 -1.21689e-06
internal_weight=0 3097 3074 3051 68 41 2983 2960 130 108 88 2830 67 40 2794 51 2743 2712 2672 40 2648 2625 2589 68 47 2521 729 1792 709 103
internal_count=3121 3097 3074 3051 68 41 2983 2960 130 108 88 2830 67 40 2794 51 2743 2712 2672 40 2648 2625 2589 68 47 2521 729 1792 709 103
is_linear=0
shrinkage=0.1


Tree=7414
num_leaves=31
num_cat=0
split_feature=1429 156 1426 157 1428 456 456 13 157 157 2 157 43 2 1371 157 1453 1445 1447 1446 480 160 481 1447 1456 481 480 1419 157 3
split_gain=3.92197e-09 8.21998e-09 3.0538e-09 7.0115e-09 5.24776e-09 4.24058e-09 5.13978e-09 1.35108e-08 4.34444e-09 3.3867e-08 2.70249e-08 4.23826e-08 2.18827e-08 1.20268e-08 1.14384e-08 9.31105e-09 4.89482e-09 1.01477e-08 6.4882e-09 1.15453e-08 1.50492e-08 1.03003e-08 8.40312e-09 8.8498e-09 2.05137e-08 1.51165e-08 1.03844e-08 8.55773e-09 5.07608e-09 1.79985e-08
threshold=-0.23752499999999996 0.32523500000000005 -0.061919999999999996 -0.0045449999999999996 0.087445000000000009 0.10657000000000001 0.091580000000000009 -0.08459499999999999 -0.087424999999999989 -0.086394999999999986 0.087470000000000006 -0.13847499999999999 -0.08231999999999999 0.10402500000000002 0.083235000000000017 -0.083944999999999978 0.088260000000000019 0.077020000000000019 0.059120000000000013 -0.088809999999999986 0.11387000000000001 -0.55323499999999981 -0.088384999999999977 -0.086279999999999982 0.085665000000000005 -0.085749999999999979 0.10272000000000002 0.091465000000000005 -0.081889999999999991 -0.082594999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -8 10 -10 12 13 -4 -12 15 -11 17 18 19 -17 21 -21 -23 24 -24 -25 27 28 29 -27
right_child=1 -3 4 -5 -6 -7 7 -9 9 14 11 -13 -14 -15 -16 16 -18 -19 -20 20 -22 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=-1.3304723128468057e-06 5.5202883231686428e-07 2.0302003485994648e-06 -1.2097182510236357e-06 -1.9831653138642952e-06 1.2624762775610151e-06 -1.1328204247244382e-06 2.7933947777732418e-06 -5.0482012738939373e-07 4.1180891980729943e-06 1.6330582306116933e-06 9.5059912208483865e-07 -5.6967748037095591e-06 2.7107425109664163e-06 -1.7138203228720766e-06 -1.7122736007644189e-06 -2.4160754153967904e-06 1.1495776757581351e-06 -2.2683665895328887e-06 1.5960152522893624e-06 -2.0884714918641596e-06 2.6001190959008952e-06 1.7477218517780313e-06 8.5261113213164209e-07 2.5502945657970724e-06 -3.5724614080705082e-06 6.6012817283249379e-07 1.9623883269140115e-06 -2.1068039896476874e-06 -8.7982700266009196e-09 -3.2433109936391705e-06
leaf_weight=22 20 20 24 24 33 33 23 27 20 35 32 20 35 36 39 20 36 20 25 24 22 27 20 23 22 27 26 20 2345 21
leaf_count=22 20 20 24 24 33 33 23 27 20 35 32 20 35 36 39 20 36 20 25 24 22 27 20 23 22 27 26 20 2345 21
internal_value=0 9.44215e-09 -3.68392e-09 -8.30804e-07 8.30728e-09 -5.47938e-09 7.05085e-09 1.01236e-06 -1.01692e-08 1.79247e-08 -5.39939e-07 -1.65016e-06 1.11598e-06 -4.59976e-07 -1.18731e-08 1.25706e-08 -8.6083e-09 -2.43898e-08 -7.27326e-09 -2.27073e-08 -4.13246e-09 -2.65565e-08 -7.00461e-09 -2.59254e-08 -1.46528e-06 -1.37093e-09 -2.54334e-08 -4.68521e-08 -2.96356e-08 -1.04763e-06
internal_weight=0 3099 3079 44 3035 3002 2969 50 2919 2772 147 88 59 68 2752 2713 2678 2642 2622 2597 2577 2555 2531 2504 42 2462 2439 2413 2393 48
internal_count=3121 3099 3079 44 3035 3002 2969 50 2919 2772 147 88 59 68 2752 2713 2678 2642 2622 2597 2577 2555 2531 2504 42 2462 2439 2413 2393 48
is_linear=0
shrinkage=0.1


Tree=7415
num_leaves=31
num_cat=0
split_feature=156 472 40 130 42 1212 1212 2 401 0 1213 1212 401 1212 15 403 401 391 132 1185 1203 133 16 1447 2 483 13 403 133 1209
split_gain=4.09496e-09 5.4171e-09 2.88561e-09 1.05442e-08 8.44694e-09 3.34279e-09 5.2509e-09 1.84842e-08 2.85813e-08 2.15801e-08 4.99694e-09 3.64758e-08 2.2178e-08 9.18974e-09 2.39519e-08 1.61452e-08 8.51617e-09 1.20896e-08 4.95781e-09 2.00366e-08 8.74895e-09 5.98088e-09 1.11407e-08 4.83009e-09 1.46353e-08 1.10058e-08 1.47339e-08 9.41203e-09 3.9288e-08 1.5808e-08
threshold=0.3248100000000001 -0.097514999999999977 -0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.52517999999999987 -0.09083999999999999 0.084715000000000013 0.10022000000000002 -0.086284999999999987 -0.084704999999999989 -1.0000000180025095e-35 0.11370000000000001 0.087505000000000013 0.08517000000000001 -0.084339999999999984 0.10632500000000002 -0.088134999999999977 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.49970500000000001 -0.082039999999999988 -0.086359999999999978 0.084515000000000021 0.087520000000000014 -0.086589999999999986 -0.54856499999999986 0.40431 -0.087714999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 -7 -9 11 -8 16 14 -13 -15 17 -12 20 -20 -19 22 -21 24 -23 26 -26 28 -25 -29
right_child=-2 2 3 4 -6 6 10 9 -10 -11 12 13 -14 15 -16 -17 -18 18 19 21 -22 23 -24 27 25 -27 -28 29 -30 -31
leaf_value=1.6503115737975805e-06 -1.3294014538785079e-06 1.1964657437602e-06 -2.1899868001314233e-06 1.2495540734865548e-06 1.8758008176670653e-06 2.8885078344436421e-07 4.0618772999323486e-06 3.2310618254882681e-06 -4.2294725087036308e-06 -8.8667707197081269e-07 -2.4616870382487836e-06 7.4670138060030571e-07 -2.7734135277694744e-06 2.7745932666221055e-06 -2.853437268006956e-06 -4.9753546959077787e-07 1.6547582773792755e-06 -2.4698704880916158e-07 3.1955110580383916e-06 2.9251914043015862e-06 -2.4195198426198096e-06 2.9552992709175836e-06 -1.6497939217937789e-07 -3.7345063877107051e-06 -2.7737129936543751e-06 1.7457059182509246e-06 7.7463525849452712e-07 2.7965431473830907e-06 1.7589208880508522e-06 -2.7478400995362857e-08
leaf_weight=20 23 20 22 21 24 28 25 20 28 35 20 42 29 25 33 38 31 158 20 20 21 22 28 30 22 24 25 20 23 2224
leaf_count=20 23 20 22 21 24 28 25 20 28 35 20 42 29 25 33 38 31 158 20 20 21 22 28 30 22 24 25 20 23 2224
internal_value=0 9.86488e-09 -7.9429e-10 -8.62464e-09 7.18234e-09 -7.70706e-09 -1.65344e-08 -6.9144e-07 -1.97031e-06 6.10683e-07 9.47763e-09 5.4726e-07 -2.27854e-08 -8.94456e-08 -8.3736e-07 8.00928e-07 6.8903e-09 -1.23359e-08 6.24094e-09 4.3243e-08 -5.01865e-07 1.73835e-08 1.12259e-06 -4.81313e-09 7.01696e-07 3.3963e-09 -8.86294e-07 -3.3418e-08 -1.35057e-06 -2.30887e-09
internal_weight=0 3098 3078 3058 3036 3012 2991 111 56 55 2880 163 2717 138 75 63 2688 2657 2637 2458 179 2438 48 2390 93 71 47 2297 53 2244
internal_count=3121 3098 3078 3058 3036 3012 2991 111 56 55 2880 163 2717 138 75 63 2688 2657 2637 2458 179 2438 48 2390 93 71 47 2297 53 2244
is_linear=0
shrinkage=0.1


Tree=7416
num_leaves=31
num_cat=0
split_feature=472 1429 132 50 1185 1203 1429 45 11 49 33 47 47 47 148 447 14 156 156 4 15 152 14 1452 3 51 1 15 1456 482
split_gain=3.3413e-09 5.83287e-09 3.36754e-09 8.66799e-08 4.938e-08 1.32138e-08 3.77107e-09 3.3543e-09 1.88656e-08 1.39113e-08 7.75394e-09 5.50331e-09 3.73171e-08 3.42399e-08 4.92567e-09 8.37118e-09 5.19623e-09 4.42946e-09 5.99556e-09 1.83368e-08 9.31655e-09 8.81439e-09 5.71411e-09 5.58274e-09 5.78554e-09 1.59354e-08 1.10159e-08 9.35591e-09 5.27866e-09 1.16912e-08
threshold=-0.38234499999999999 -0.23587499999999997 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.094049999999999981 0.094030000000000016 -0.011194999999999998 0.13087000000000001 -0.009184999999999997 0.094160000000000008 0.09717000000000002 0.091210000000000013 -0.10069499999999999 0.094580000000000011 0.10364000000000002 -0.092624999999999985 -0.065739999999999979 -0.0047449999999999992 -0.07879499999999999 0.087525000000000006 0.087740000000000012 -0.073879999999999987 -0.16726499999999997 0.020580000000000005 0.10205500000000002 -0.037864999999999989 -0.23007499999999997 0.11701000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 -6 8 -8 -9 -10 13 -13 14 -12 16 17 -16 19 20 -19 22 23 -20 25 26 -25 -28 -26 -30
right_child=1 2 4 -5 6 -7 7 9 10 -11 11 12 -14 -15 15 -17 -18 18 21 -21 -22 -23 -24 24 28 -27 27 -29 29 -31
leaf_value=-1.1753701073757839e-06 1.5956791962114789e-06 1.55084908370467e-08 -4.7509934233858077e-06 6.6496159089979305e-06 -1.2702446680202191e-06 -2.6962150411691257e-06 2.7096025807902783e-06 -2.7586434021031896e-06 -1.6831117254359589e-06 9.7114050390700857e-07 1.2415363848106153e-06 4.0513723079654408e-06 5.8795206482355238e-08 -3.9538085977917284e-06 -1.2296888830233316e-06 -1.7582568581794341e-06 1.5785781237181729e-06 -1.7633909919823055e-06 1.6853207966960326e-06 3.4745995202456469e-06 1.2523558173901014e-06 -2.0516906715783989e-06 -1.6352055738588252e-06 -1.6427532668785716e-06 1.2085588450110449e-06 3.1296271071245094e-06 -5.7180015615317226e-07 2.2301833347717967e-06 -2.4203131628078011e-08 -2.4537064626883877e-06
leaf_weight=24 23 177 22 20 23 20 26 20 27 20 32 26 235 22 29 27 21 20 20 20 21 21 21 25 34 22 22 26 2055 20
leaf_count=24 23 177 22 20 23 20 26 20 27 20 32 26 235 22 29 27 21 20 20 20 21 21 21 25 34 22 22 26 2055 20
internal_value=0 9.11163e-09 -2.75924e-09 3.77019e-07 -3.16048e-08 -2.59793e-07 5.01832e-09 1.5449e-08 2.85688e-08 -8.93751e-07 3.18388e-09 1.9929e-08 4.56523e-07 -2.64303e-08 9.03867e-09 -7.36729e-09 1.25208e-08 -1.43811e-09 1.38688e-08 9.92191e-07 -2.1874e-07 -1.24673e-08 6.60787e-09 2.21106e-08 7.01795e-09 7.70401e-07 5.94018e-08 9.45941e-07 -2.73687e-08 -4.762e-08
internal_weight=0 3097 3074 217 2857 197 2835 2812 2772 40 2746 2719 261 2458 2436 2404 2377 2356 2327 61 41 2266 2245 2224 2204 95 73 48 2109 2075
internal_count=3121 3097 3074 217 2857 197 2835 2812 2772 40 2746 2719 261 2458 2436 2404 2377 2356 2327 61 41 2266 2245 2224 2204 95 73 48 2109 2075
is_linear=0
shrinkage=0.1


Tree=7417
num_leaves=31
num_cat=0
split_feature=1429 156 394 132 12 129 12 12 42 483 484 12 2 401 12 12 2 12 52 52 130 15 133 43 2 128 401 0 1209 2
split_gain=3.9413e-09 8.49534e-09 3.5874e-09 5.81544e-08 8.28814e-08 4.46172e-09 3.21091e-09 3.14017e-08 4.34923e-08 1.62497e-08 2.15275e-08 1.33332e-08 2.13382e-08 1.03729e-08 3.47038e-08 2.12085e-08 5.71111e-08 1.03195e-08 2.39132e-08 9.71158e-09 1.73477e-08 1.64671e-08 1.08356e-08 1.78924e-08 7.75487e-09 7.42813e-09 7.32616e-09 3.05963e-08 1.0739e-08 2.76183e-08
threshold=-0.23752499999999996 0.32523500000000005 1.0000000180025095e-35 -0.083284999999999984 0.091840000000000019 0.11808 0.099815000000000015 0.10193000000000001 0.080840000000000009 0.10143000000000001 0.084975000000000009 0.097575000000000009 0.097070000000000004 -1.0000000180025095e-35 0.096210000000000004 0.096525000000000014 0.10045500000000002 0.095780000000000018 -0.066844999999999988 0.10263500000000002 0.10269000000000002 0.090455000000000021 -0.37971999999999995 0.016310000000000002 0.092235000000000025 0.10773500000000001 0.11444000000000001 -0.083804999999999977 -0.084519999999999984 0.080205000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 11 8 -8 10 19 13 24 14 -2 17 -17 25 -19 22 21 -21 -9 -24 -13 26 28 -28 29 -15
right_child=1 -3 3 4 -6 -7 7 9 -10 -11 -12 12 -14 15 -16 16 -18 18 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.3337360759247863e-06 8.0605565566808461e-07 2.0638020350816081e-06 4.9199163441926433e-06 1.9361119324752804e-06 -5.7082155080934173e-06 -1.4743282908587694e-06 -5.1298304603325709e-06 -1.2395516445873935e-06 8.4578222957329035e-07 -2.5883599469332036e-06 3.3992902223189961e-06 1.166826071270903e-06 3.2988821786261727e-06 1.4303983027730284e-06 -4.4229392523737424e-06 5.2383424556541498e-06 -1.8694966934162949e-06 7.6494513599265285e-07 -3.484066627168903e-06 -2.6408652927550007e-08 1.6745824052577517e-06 -3.2131370945160814e-06 2.1068753323790063e-07 2.7164996501650261e-06 -1.5539051457835741e-06 1.8403332479589484e-06 -1.6816367544184426e-06 3.3678109543546145e-06 9.8726278565921876e-10 -3.3359669956670619e-06
leaf_weight=22 30 20 23 37 23 21 29 37 21 22 20 22 32 20 22 26 20 26 27 31 20 34 176 34 20 22 21 28 2204 31
leaf_count=22 30 20 23 37 23 21 29 37 21 22 20 22 32 20 22 26 20 26 27 31 20 34 176 34 20 22 21 28 2204 31
internal_value=0 9.47505e-09 -3.86907e-09 6.44642e-07 -9.94214e-07 -2.18352e-08 -1.15823e-08 -2.66408e-07 -2.62007e-06 4.82534e-08 2.13042e-07 3.07721e-08 1.35346e-06 -8.7431e-09 -1.40621e-06 2.12232e-08 2.14798e-06 -1.98994e-08 -1.39965e-06 2.10991e-08 -9.00867e-07 -1.69331e-06 3.38375e-07 6.1639e-07 -1.2876e-07 1.15394e-08 -5.92307e-09 1.20376e-06 -3.22089e-08 -1.4668e-06
internal_weight=0 3099 3079 83 60 2996 2975 424 50 374 352 2551 74 2477 52 2425 46 2379 53 332 85 65 247 210 42 2326 2304 49 2255 51
internal_count=3121 3099 3079 83 60 2996 2975 424 50 374 352 2551 74 2477 52 2425 46 2379 53 332 85 65 247 210 42 2326 2304 49 2255 51
is_linear=0
shrinkage=0.1


Tree=7418
num_leaves=31
num_cat=0
split_feature=472 1429 132 1185 393 50 1186 129 1184 39 33 16 13 1 16 16 13 51 47 9 47 47 2 48 0 133 43 43 43 1210
split_gain=3.69361e-09 5.49072e-09 3.39289e-09 2.09735e-08 7.63305e-09 6.25123e-09 3.74775e-09 5.02953e-09 6.33425e-09 3.57266e-09 1.16768e-08 9.67111e-09 4.96919e-09 7.30598e-09 1.69786e-08 1.44107e-08 7.2179e-09 1.79987e-08 5.03364e-09 4.06893e-08 3.39078e-08 8.81068e-09 4.98613e-09 1.38144e-08 1.17087e-08 5.76188e-09 4.89651e-09 4.739e-09 2.26429e-08 1.20689e-08
threshold=-0.38234499999999999 -0.23587499999999997 -0.083174999999999985 -0.083264999999999992 0.10483000000000002 0.09227500000000001 0.090275000000000008 -0.077709999999999987 0.084515000000000021 -1.0000000180025095e-35 -0.009184999999999997 -0.004174999999999999 -0.41572999999999993 0.10684 -0.08453999999999999 -0.48836499999999994 -0.17933499999999997 0.081440000000000026 0.094160000000000008 0.09055500000000001 0.09717000000000002 0.09055500000000001 0.10402500000000002 0.13400000000000004 -0.11173999999999999 0.095000000000000015 -0.10131 0.055925000000000009 0.060960000000000007 0.20852500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 -5 9 11 -11 -9 13 -12 15 -15 17 -14 19 21 -20 27 24 -24 -22 26 -26 29 -29 -18
right_child=1 2 3 6 -6 -7 -8 8 -10 10 12 -13 16 14 -16 -17 18 -19 20 -21 22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-1.2357841569610173e-06 1.5489100010397479e-06 7.628041006765588e-08 3.175863704590094e-06 -1.2971762793512198e-06 -1.8920007058678212e-06 -1.5920065882605392e-06 1.003728486521878e-06 -3.0973324394454398e-07 1.7778238702703675e-06 -1.9859993335558105e-06 2.3096738273538494e-06 2.4696561251316563e-06 2.0634386471231537e-07 -3.6885449627215685e-07 -1.8689722019757937e-06 3.211072624832344e-06 -4.1705984903665343e-08 -3.5542187015380478e-06 3.9946225390015877e-06 -3.4843490796945658e-06 2.612793342677833e-06 1.9070493162113661e-06 -1.9395361446964001e-06 9.3103225860128686e-07 -1.467138607040397e-06 1.6134015351099151e-06 9.2986760329190528e-08 3.2507984801668497e-06 6.4733749997525296e-08 -2.2529735282432742e-06
leaf_weight=24 23 165 21 30 29 26 37 31 20 30 22 21 35 23 25 22 1942 20 24 34 20 24 38 30 25 20 103 25 207 25
leaf_count=24 23 165 21 30 29 26 37 31 20 30 22 21 35 23 25 22 1942 20 24 34 20 24 38 30 25 20 103 25 207 25
internal_value=0 9.57923e-09 -1.93821e-09 2.72305e-08 -3.80336e-07 -1.50816e-07 3.89084e-09 -9.3402e-09 4.62765e-09 -8.28711e-09 -2.41342e-08 8.12712e-07 -2.04109e-09 7.20092e-07 2.20509e-07 1.38133e-06 -2.78717e-08 -1.16113e-06 -3.1083e-09 -5.1106e-08 4.13548e-07 1.40426e-09 4.93715e-08 -6.73109e-07 3.41804e-07 3.49135e-08 -2.11725e-07 -1.9394e-08 4.0806e-07 -6.98106e-08
internal_weight=0 3097 3074 2854 220 191 2833 2796 2766 2746 2694 52 2664 92 70 45 2572 55 2517 2257 260 2223 236 68 168 148 128 2199 232 1967
internal_count=3121 3097 3074 2854 220 191 2833 2796 2766 2746 2694 52 2664 92 70 45 2572 55 2517 2257 260 2223 236 68 168 148 128 2199 232 1967
is_linear=0
shrinkage=0.1


Tree=7419
num_leaves=31
num_cat=0
split_feature=1429 1426 1426 47 2 47 1428 393 9 10 3 160 51 474 48 0 156 475 52 4 3 13 42 3 124 40 123 2 52 2
split_gain=3.9938e-09 7.92125e-09 4.67826e-09 4.30911e-09 3.70695e-08 1.68854e-08 5.9347e-09 4.5121e-09 4.62504e-09 1.24696e-08 4.58352e-09 1.2532e-08 2.82293e-08 1.62223e-08 1.71539e-08 2.18912e-08 1.89312e-08 1.49765e-08 1.29151e-08 1.68426e-08 9.95533e-09 3.8296e-08 1.22157e-08 1.19859e-08 2.1088e-08 9.87034e-09 1.78967e-08 8.78985e-09 1.21789e-08 1.34691e-08
threshold=-0.23752499999999996 -0.089244999999999977 -0.061919999999999996 0.092165000000000011 -1.0000000180025095e-35 0.088915000000000008 0.087445000000000009 0.12679500000000002 0.08925000000000001 0.053330000000000009 0.0051600000000000005 0.086325000000000013 0.093135000000000009 0.091650000000000009 -0.072824999999999987 -0.23194499999999998 0.091155000000000014 -0.011519999999999997 -0.078224999999999975 -0.0024449999999999997 -0.0096849999999999974 -0.0072999999999999992 0.086325000000000013 -0.013929999999999998 -0.083289999999999989 -0.080884999999999985 0.088795000000000013 0.08622500000000001 -0.013374999999999998 0.12669500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 7 8 10 -10 20 13 -13 14 -12 -16 17 -17 19 -19 23 22 -22 -4 -25 -24 -27 -20 -29 -30
right_child=1 2 3 4 -6 -7 -8 -9 9 -11 11 12 -14 -15 15 16 -18 18 27 -21 21 -23 25 24 -26 26 -28 28 29 -31
leaf_value=-1.3425958358807708e-06 1.9003022895379798e-06 -1.290688541238134e-06 -6.6717666945186128e-08 -4.5055968922724793e-06 -6.4980092504218418e-08 2.2639795909473086e-06 1.4199915646410471e-06 1.3164434825249863e-06 2.7551261113826925e-06 -2.3643600839980203e-07 -1.1573193016071553e-06 6.2615141272286762e-07 -3.9642775001474164e-06 -2.0393992516884199e-06 4.2718925465123901e-06 -2.0349860400464032e-06 3.521282697558649e-06 3.9085732239003013e-06 -1.5259174352135945e-06 2.349313618310589e-07 1.8422860937524395e-06 -4.7382639960150385e-06 -2.2725431533756451e-06 -3.1239845839081686e-07 4.0067185011594118e-06 1.9972986729991742e-06 -2.0530511540073352e-06 -1.4151153865523984e-06 2.7685451897241367e-06 5.4375679677078311e-08
leaf_weight=22 22 28 2051 20 313 34 30 26 22 38 39 37 21 22 20 21 23 26 23 24 24 22 27 26 20 24 20 22 33 41
leaf_count=22 22 28 2051 20 313 34 30 26 22 38 39 37 21 22 20 21 23 26 23 24 24 22 27 26 20 24 20 22 33 41
internal_value=0 9.53284e-09 -3.98583e-09 7.8304e-09 -3.31684e-07 4.94571e-08 2.13834e-08 5.56205e-09 -7.41698e-09 8.6047e-07 -2.77105e-08 3.07478e-07 -1.0359e-06 5.72498e-07 7.83754e-07 1.10866e-06 8.11638e-07 4.83628e-07 7.96592e-07 2.14523e-06 -8.10015e-08 -9.7873e-07 -1.08102e-07 -3.09137e-08 1.56548e-06 -7.67388e-07 1.56231e-07 2.29939e-07 6.50613e-07 1.26475e-06
internal_weight=0 3099 3077 3049 333 2716 2682 2652 2626 60 2566 352 58 294 272 233 213 190 169 50 2214 117 95 2097 46 71 44 119 96 74
internal_count=3121 3099 3077 3049 333 2716 2682 2652 2626 60 2566 352 58 294 272 233 213 190 169 50 2214 117 95 2097 46 71 44 119 96 74
is_linear=0
shrinkage=0.1


Tree=7420
num_leaves=31
num_cat=0
split_feature=156 1428 142 11 147 147 10 0 3 16 33 48 457 1374 52 13 13 52 133 1212 13 13 13 52 51 3 13 0 16 52
split_gain=3.61678e-09 4.70282e-09 3.56888e-09 8.04225e-09 5.13007e-09 7.09186e-09 3.8559e-09 4.15608e-08 6.03177e-08 9.62506e-09 8.16952e-09 4.51663e-09 3.66474e-09 6.2126e-09 3.75647e-09 1.05346e-08 3.11182e-08 2.88185e-08 4.31609e-08 2.70577e-08 2.99232e-08 1.35668e-08 1.3879e-08 1.0975e-08 1.47116e-08 1.40328e-08 1.2674e-08 2.05249e-08 1.00467e-08 8.67326e-09
threshold=0.3248100000000001 0.10668500000000002 -0.057499999999999989 -0.014494999999999999 0.099230000000000013 0.093875000000000014 -0.011559999999999999 -0.10224499999999999 -1.0000000180025095e-35 -0.0098449999999999979 -1.0000000180025095e-35 0.085790000000000019 0.41022000000000008 -0.096434999999999979 0.091275000000000009 -0.089109999999999981 -0.088319999999999996 0.084505000000000011 -0.073829999999999993 -0.089544999999999986 -0.091559999999999989 -0.093219999999999983 -0.096404999999999991 0.0031350000000000002 -0.066639999999999991 -0.070099999999999982 -0.47860499999999995 -0.13455999999999999 0.15891500000000003 0.08976000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 9 11 -8 -9 13 -12 15 17 -17 19 -19 -15 21 22 23 24 -21 -26 -27 -28 -16 -18
right_child=-2 -3 3 4 -6 -7 10 8 -10 -11 12 -13 -14 14 28 16 29 18 -20 20 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=1.2403545803823837e-06 -1.2493628871553761e-06 1.5377549516415458e-06 -1.9150501933815826e-06 -4.1661198981728377e-06 1.1584267637868165e-06 -1.7229169605078216e-06 1.7900801778453639e-06 7.7999109369860295e-07 5.2793613797064157e-06 -2.7524697916955383e-06 -1.6027253067818493e-06 -1.2036775770370284e-06 1.2949956968100197e-06 2.871648694378694e-06 -9.6455508971408422e-08 3.316422469050585e-06 9.2090179365938575e-08 4.7640466902976188e-07 -5.942246023948883e-06 1.8895353421682489e-06 -3.5518122923913666e-06 2.2698583586094652e-06 -2.7274067771746301e-06 2.0297614207226185e-06 4.0418686300114362e-07 1.2139363500450276e-07 -7.0834506524468977e-07 -4.7399904736306304e-06 -1.749575317707042e-06 1.8984295168054276e-06
leaf_weight=23 23 20 22 25 38 24 26 24 20 21 24 22 22 28 641 31 1716 20 22 26 27 23 21 23 64 28 28 23 39 27
leaf_count=23 23 20 22 25 38 24 26 24 20 21 24 22 22 28 641 31 1716 20 22 26 27 23 21 23 64 28 28 23 39 27
internal_value=0 9.28189e-09 -6.4971e-10 -9.99279e-09 3.82563e-09 -1.08237e-08 3.00671e-09 -5.72578e-07 4.60049e-07 -9.78552e-07 2.5555e-08 -1.6872e-07 9.36096e-09 -7.00926e-10 1.30948e-08 7.90491e-08 1.75926e-07 -4.37048e-07 -2.88575e-06 -8.36275e-08 -3.98258e-07 -3.74696e-08 -2.86618e-07 -1.96564e-08 -2.98571e-07 -6.96409e-07 -1.58803e-06 -2.52654e-06 -1.91267e-07 1.20071e-07
internal_weight=0 3098 3078 3055 3033 2995 2971 112 87 67 2859 46 2833 2811 2787 2107 1774 333 42 291 263 236 213 192 169 143 79 51 680 1743
internal_count=3121 3098 3078 3055 3033 2995 2971 112 87 67 2859 46 2833 2811 2787 2107 1774 333 42 291 263 236 213 192 169 143 79 51 680 1743
is_linear=0
shrinkage=0.1


Tree=7421
num_leaves=31
num_cat=0
split_feature=1429 156 156 0 157 2 157 157 45 11 33 49 157 157 480 49 42 49 49 3 49 12 49 1 1452 159 158 43 43 158
split_gain=3.40678e-09 7.90148e-09 3.59233e-09 3.88375e-09 3.60287e-09 8.71903e-09 6.43992e-09 5.20284e-09 4.16194e-09 1.78302e-08 5.87255e-09 4.28661e-09 1.19001e-08 2.21453e-08 1.54823e-08 1.04512e-08 1.19766e-08 8.17874e-09 6.54903e-09 1.65715e-08 6.46339e-09 2.12369e-08 1.38245e-08 6.44712e-09 5.64926e-09 1.11797e-08 8.18009e-09 2.59574e-08 3.89076e-08 1.14669e-08
threshold=-0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.014954999999999998 0.11933000000000001 0.095040000000000013 0.099625000000000005 0.084490000000000023 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.09567500000000001 -0.087424999999999989 -0.06482499999999998 0.10077000000000001 0.10211000000000002 -0.069529999999999995 0.092185000000000017 0.088930000000000009 -0.081459999999999991 0.08610000000000001 0.085325000000000012 0.084945000000000007 0.12577000000000002 0.088500000000000009 -0.019375 0.10737500000000001 -0.011694999999999999 -0.076834999999999987 0.10544500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 7 8 9 -2 -11 17 -13 -14 15 16 -15 18 20 -20 22 -22 24 -17 26 -26 29 28 -28 -12
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 11 12 13 14 -16 23 -18 -19 19 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-1.2400187343204876e-06 2.615151244684127e-06 1.9900149527529721e-06 -1.4243179672727518e-09 -1.8408716574537143e-06 -7.4209178878940456e-07 1.6804233306781197e-06 -1.4176027669066116e-06 1.257282211605226e-06 -1.0451371742036779e-06 -1.4833101077884852e-06 3.3875558034260865e-08 -2.5398056036267564e-06 2.3045892775463984e-06 -3.3671561254777771e-06 -3.021639736289217e-06 2.569663729413224e-07 5.2125625273902188e-08 1.4980891927208226e-06 -3.2331677044253194e-06 5.7731756169232537e-07 -9.8406603501644002e-07 3.0258436700998056e-06 -2.4773204595101622e-06 -1.5979140189734782e-06 -1.7833716772959936e-07 2.5135163144059167e-06 -1.3837256764693235e-06 -3.0171776120684832e-06 3.8675308679731173e-06 2.4394005640715478e-06
leaf_weight=22 26 20 24 22 24 39 32 33 38 27 2159 23 32 21 22 174 20 38 21 25 25 28 22 21 36 27 43 36 21 20
leaf_count=22 26 20 24 22 24 39 32 33 38 27 2159 23 32 21 22 174 20 38 21 25 25 28 22 21 36 27 43 36 21 20
internal_value=0 8.79235e-09 -4.07691e-09 -8.8116e-07 9.22537e-09 7.5756e-07 -6.64841e-09 8.71938e-09 -5.46395e-09 8.31616e-09 -1.55408e-08 -1.45776e-09 -3.5034e-07 -1.76693e-07 -4.84449e-07 -2.47931e-07 -1.69921e-06 4.22049e-08 1.9743e-08 -1.16225e-06 4.22386e-08 1.13438e-06 1.77532e-08 5.721e-08 4.11912e-08 9.75314e-07 1.53685e-08 -8.69004e-07 3.39343e-07 5.59547e-08
internal_weight=0 3099 3079 46 3033 63 2970 2938 2905 2867 2841 2814 313 290 258 236 41 2501 2463 46 2417 53 2364 195 2342 63 2279 100 64 2179
internal_count=3121 3099 3079 46 3033 63 2970 2938 2905 2867 2841 2814 313 290 258 236 41 2501 2463 46 2417 53 2364 195 2342 63 2279 100 64 2179
is_linear=0
shrinkage=0.1


Tree=7422
num_leaves=31
num_cat=0
split_feature=156 475 10 9 0 12 9 376 42 1 15 3 45 13 1186 457 159 159 51 4 4 4 151 15 48 48 0 447 1 1
split_gain=3.77302e-09 4.74069e-09 3.13403e-09 1.26856e-08 1.07254e-08 2.07111e-08 7.11507e-09 3.09955e-09 5.30915e-09 5.06619e-09 1.15125e-08 4.77409e-09 4.02822e-09 3.6787e-09 1.37957e-08 1.19307e-08 1.06146e-08 2.09901e-08 1.39823e-08 9.30724e-09 2.42225e-08 1.28813e-08 8.72579e-09 1.70066e-08 2.47408e-08 8.69415e-09 2.62914e-08 1.37105e-08 8.10804e-09 4.40762e-08
threshold=0.3248100000000001 0.13528000000000004 0.0036750000000000007 0.091600000000000015 -0.080119999999999983 -0.010834999999999999 0.085355000000000014 -0.083489999999999981 -1.0000000180025095e-35 0.16540500000000002 -0.56020999999999987 0.32202000000000003 0.094030000000000016 -0.0034749999999999994 -0.085584999999999981 -0.081674999999999984 0.10545500000000001 0.097495000000000012 -0.070629999999999984 -0.42529999999999996 -0.52556499999999995 -0.17966999999999997 0.015440000000000001 -0.026084999999999994 0.094925000000000023 -0.072824999999999987 -0.24955499999999997 0.088380000000000014 0.090475000000000014 0.094220000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 7 8 -1 10 -9 12 13 19 -15 -16 17 25 -18 20 -12 -21 -23 24 -24 27 -27 -17 -28 -30
right_child=-2 -3 4 -5 5 -7 -8 9 -10 -11 11 -13 -14 14 15 16 18 -19 -20 21 -22 22 23 -25 -26 26 28 -29 29 -31
leaf_value=-1.9952096235578036e-06 -1.276072464901043e-06 1.5068586316417732e-06 2.3375706321075995e-06 -2.35712100541842e-06 1.6467540057595715e-06 -2.105285848382924e-06 1.8346288059200605e-06 -2.1930708991628008e-06 2.0399322396690916e-07 1.4469017078984811e-06 6.6543862340040512e-07 9.9516957270395783e-07 -1.1631745762012239e-06 2.4000104434452189e-06 -2.1427282035801911e-06 3.1330473981532646e-07 -2.7968632593384698e-06 3.3924224093577018e-06 1.794052075273325e-07 2.2152885921968847e-06 -3.8841989741265271e-06 -1.1535299939482057e-07 4.7684419817934603e-06 -5.6540678351187742e-07 -1.4599879619936475e-07 3.8491934969897559e-06 -9.7505464221376972e-08 -3.1147966979006014e-06 3.966947401616327e-06 6.367170164674125e-08
leaf_weight=21 23 21 25 23 31 28 21 24 23 24 25 48 30 27 23 28 27 21 38 25 22 1784 21 38 20 20 412 20 34 194
leaf_count=21 23 21 25 23 31 28 21 24 23 24 25 48 30 27 23 28 27 21 38 25 22 1784 21 38 20 20 412 20 34 194
internal_value=0 9.47079e-09 -7.48627e-10 -1.76559e-08 6.01674e-07 -1.33875e-07 4.61152e-10 -1.26001e-08 -8.45626e-07 1.72029e-11 -1.2036e-08 6.28563e-09 -1.06124e-08 1.82984e-09 1.76039e-07 1.02542e-07 1.67581e-07 2.76759e-07 -1.05689e-06 -7.41561e-08 -1.46418e-06 -3.95528e-08 -6.9811e-08 9.58631e-07 2.37115e-06 1.84346e-07 2.78849e-07 -1.11507e-06 1.67275e-07 6.45739e-07
internal_weight=0 3098 3077 2993 84 59 2970 2949 44 2905 2881 2857 2809 2779 844 817 794 729 65 1935 47 1888 1863 79 41 708 660 48 640 228
internal_count=3121 3098 3077 2993 84 59 2970 2949 44 2905 2881 2857 2809 2779 844 817 794 729 65 1935 47 1888 1863 79 41 708 660 48 640 228
is_linear=0
shrinkage=0.1


Tree=7423
num_leaves=31
num_cat=0
split_feature=9 3 9 41 41 3 34 30 1204 132 15 393 1186 129 1184 4 4 4 471 157 11 0 1429 1427 1370 131 131 1447 16 481
split_gain=3.49035e-09 6.78708e-09 6.76227e-09 5.0911e-09 1.61492e-08 4.77099e-09 4.08633e-09 9.45785e-09 3.19158e-09 3.52503e-09 1.12883e-08 6.96818e-09 3.10895e-09 4.74539e-09 5.39002e-09 3.26278e-09 1.07846e-08 7.19582e-09 2.33764e-08 1.32721e-08 1.01887e-08 1.0909e-08 6.48676e-09 4.50995e-09 5.36048e-09 4.57563e-09 2.69951e-08 2.0122e-08 6.3548e-08 1.20576e-08
threshold=0.092890000000000014 -0.014944999999999998 0.088235000000000022 0.086565000000000017 0.090905000000000014 -0.098469999999999988 -0.097449999999999981 0.09538000000000002 0.053645000000000005 -0.083174999999999985 0.091475000000000015 0.10856500000000001 0.090275000000000008 -0.077709999999999987 0.084515000000000021 -0.50940999999999981 -0.52556499999999995 -0.50052499999999989 -0.085064999999999988 -0.00078499999999999989 0.090070000000000025 -0.062294999999999996 -0.12066499999999998 0.089335000000000012 0.077860000000000026 0.090690000000000007 0.089415000000000008 0.0071200000000000005 -0.032969999999999992 -0.087424999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 -1 8 9 10 -8 12 13 -11 15 16 -15 19 -19 -17 22 -22 -20 24 25 26 27 29 -29 -24
right_child=1 -3 -4 4 5 -7 7 -9 -10 11 -12 -13 -14 14 -16 17 -18 18 20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=1.3057518147078277e-06 -2.0395172189832272e-07 2.1431725175799247e-06 -1.5891007748265379e-06 3.2476846735107757e-06 9.685395555910267e-07 -7.0885710320348721e-07 -1.5135937942077717e-07 -2.1995604987523623e-06 1.0646799118511034e-06 -1.3721439044135109e-06 -2.5264357723170612e-06 1.5162187370757845e-06 9.9593529815441199e-07 2.8329158017944187e-07 1.6208940530759718e-06 2.5804324085866344e-06 -2.0159598327208024e-06 -3.4359359233349096e-06 -1.4228560351539548e-06 -6.3625377903087572e-07 3.7250004464547842e-08 3.2306081993738187e-06 -1.6030602753289715e-06 1.0695478885424629e-06 -1.5822847165674665e-06 3.5825866229403949e-07 -2.9485341080714992e-06 5.1884629236290632e-06 -2.248628236429795e-06 -2.9754466280463884e-08
leaf_weight=23 28 22 27 20 30 39 154 20 27 26 23 30 30 51 20 29 34 20 33 23 23 20 50 38 22 289 32 27 20 1891
leaf_count=23 28 22 27 20 30 39 154 20 27 26 23 30 30 51 20 29 34 20 33 23 23 20 50 38 22 289 32 27 20 1891
internal_value=0 8.28783e-07 -1.34976e-08 4.77863e-10 7.45668e-07 2.04458e-08 -2.19661e-08 -3.23814e-08 -1.74969e-08 -2.76247e-08 -4.59985e-07 6.35188e-10 -1.6343e-08 -2.78114e-08 -1.44809e-08 -2.7051e-08 -6.36409e-07 -6.47275e-09 -3.10307e-08 1.15767e-06 -3.17869e-09 1.52253e-06 -3.04916e-08 -1.10961e-08 -2.87127e-08 -1.39104e-08 -6.71564e-08 -2.0776e-08 2.02374e-06 -7.02827e-08
internal_weight=0 50 3071 3044 89 69 2955 2932 2912 2885 177 2708 2678 2648 2622 2602 85 2517 2465 52 2445 43 2402 2369 2331 2309 2020 1988 47 1941
internal_count=3121 50 3071 3044 89 69 2955 2932 2912 2885 177 2708 2678 2648 2622 2602 85 2517 2465 52 2445 43 2402 2369 2331 2309 2020 1988 47 1941
is_linear=0
shrinkage=0.1


Tree=7424
num_leaves=31
num_cat=0
split_feature=40 130 42 9 9 16 41 41 2 39 97 104 9 45 3 3 47 2 4 13 43 0 1429 52 52 159 16 49 49 49
split_gain=3.06527e-09 8.53132e-09 6.84022e-09 3.45136e-09 6.38998e-09 5.52954e-09 3.41083e-09 1.39034e-08 3.76525e-09 5.56185e-09 3.80823e-09 1.28829e-08 3.85235e-09 3.62555e-09 4.0858e-09 1.954e-08 1.45246e-08 3.8094e-08 1.95489e-08 1.1759e-08 1.16416e-08 1.49206e-08 1.70558e-08 1.67419e-08 2.92067e-08 1.84553e-08 1.95532e-08 1.30621e-08 9.61803e-09 1.35581e-08
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.092890000000000014 0.088235000000000022 -0.4179199999999999 0.086565000000000017 0.090905000000000014 -0.045829999999999989 0.086175000000000015 -0.086464999999999986 1.0000000180025095e-35 -0.084244999999999987 0.094030000000000016 -0.016324999999999996 -0.011549999999999998 0.092165000000000011 0.082850000000000021 0.11275500000000001 -0.15416999999999995 -0.081374999999999989 0.051010000000000007 -0.026244999999999997 -0.23375999999999997 -0.078224999999999975 0.086110000000000006 -0.071854999999999988 -0.076109999999999997 -0.066019999999999981 -0.049784999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 8 -8 9 -3 -10 12 -12 14 19 -16 17 -17 -18 -14 -19 22 -22 -24 25 26 -25 -26 -29 -30
right_child=1 2 -4 5 -6 -7 7 -9 10 -11 11 -13 13 -15 15 16 18 20 -20 -21 21 -23 23 24 27 -27 -28 28 29 -31
leaf_value=1.2340167859292707e-06 -1.9701990337042926e-06 4.6118264065255598e-08 1.6876849154338441e-06 -1.5236458875733662e-07 -1.581209765460629e-06 2.0487550763109973e-06 2.9229163339294927e-06 -9.7701475088030068e-08 -1.351778788224086e-06 -2.1237757948711077e-06 -1.4015168005698797e-06 2.4674819693852143e-06 -2.0555475461590287e-06 -1.0506289093179725e-06 2.8755159771915511e-06 3.6971749794599507e-06 -3.1529702437183008e-06 -2.0310073881830703e-06 3.7410126059044026e-07 -2.8693252742708355e-08 -2.6629386370173466e-06 2.6099562290937686e-06 -1.8221011951011532e-06 3.2632438996231596e-06 -2.5346214061983122e-06 4.423516473252675e-06 -9.1506411147671922e-07 2.1702820298568917e-06 -2.3044697644062736e-06 2.464763954746352e-07
leaf_weight=20 22 27 24 25 26 21 20 64 21 21 20 21 29 33 27 31 30 25 33 2206 22 24 36 21 20 25 24 21 24 158
leaf_count=20 22 27 24 25 26 21 20 64 21 21 20 21 29 33 27 31 30 25 33 2206 22 24 36 21 20 25 24 21 24 158
internal_value=0 -7.9651e-09 6.0554e-09 -7.15543e-09 -2.02973e-08 8.52494e-07 -6.6923e-09 6.21493e-07 -2.48943e-08 -9.0321e-07 -1.01068e-08 -1.50924e-10 -1.85989e-08 -8.68193e-09 3.79421e-09 2.55979e-07 1.12806e-07 3.20116e-07 -1.30546e-06 -5.49925e-08 5.83936e-08 1.97687e-07 3.27456e-08 2.13004e-07 4.63051e-07 2.24506e-06 1.03481e-06 -9.63252e-08 1.43901e-07 -8.99121e-08
internal_weight=0 3101 3079 3055 3009 46 2983 84 2899 48 2851 2830 2809 2789 2756 521 494 431 63 2235 400 375 351 329 293 70 45 223 203 182
internal_count=3121 3101 3079 3055 3009 46 2983 84 2899 48 2851 2830 2809 2789 2756 521 494 431 63 2235 400 375 351 329 293 70 45 223 203 182
is_linear=0
shrinkage=0.1


Tree=7425
num_leaves=31
num_cat=0
split_feature=11 2 0 3 3 2 130 1 15 0 46 16 49 150 2 30 49 43 49 49 1373 150 147 457 447 43 43 151 1374 457
split_gain=3.24871e-09 3.58363e-09 1.70831e-08 1.67228e-08 3.60526e-08 4.48881e-09 3.3195e-09 8.49196e-09 3.90441e-09 4.05743e-09 3.7754e-09 6.2164e-09 3.67236e-09 7.15248e-09 3.79589e-09 9.56596e-09 3.81922e-09 1.15068e-08 7.58231e-09 6.80666e-09 4.53251e-09 1.31732e-08 1.11597e-08 1.22674e-08 7.53664e-09 7.20805e-09 2.93436e-08 2.21251e-08 1.57664e-08 1.54072e-08
threshold=-0.072629999999999986 -0.080614999999999978 -0.080119999999999983 -0.012939999999999998 -0.13309499999999996 -0.033169999999999991 -0.23123999999999997 0.16540500000000002 0.17980000000000004 -0.10011499999999998 0.084955000000000017 -0.074319999999999983 -0.14917999999999998 0.085395000000000013 -0.0050599999999999994 0.088510000000000019 -0.10774499999999999 -0.087324999999999986 -0.088694999999999982 -0.08471999999999999 -1.0000000180025095e-35 0.12820000000000001 0.097985000000000017 0.10613500000000002 0.09227500000000001 -0.082389999999999977 -0.083134999999999987 -0.23821999999999996 0.086000000000000007 0.084365000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3 -7 8 10 -10 12 -12 13 -8 15 -14 17 -16 -18 -20 -21 22 23 24 25 26 27 -22 -27 -29
right_child=1 5 3 -5 -6 6 7 -9 9 -11 11 -13 14 -15 16 -17 18 -19 19 20 21 -23 -24 -25 -26 28 -28 29 -30 -31
leaf_value=-1.239588270133633e-06 2.4272027359603165e-06 -1.2499205111233662e-06 8.6509298339918931e-07 2.0824475692885852e-06 -4.5806574189555255e-06 1.2240748942944761e-06 -2.0716462076961762e-06 -2.0624306205263565e-06 6.3454475215015313e-08 1.9920055660804794e-06 -3.4391053986837506e-07 2.0920363195645307e-06 2.5059352645584455e-06 2.9730794958245848e-07 -6.9870838961789912e-07 -5.8695381625284423e-07 -1.5427825987348058e-06 2.6528290118221777e-06 1.8202500655206677e-06 -1.4608884780190322e-06 3.0281996077974328e-06 1.828845241946235e-06 -2.0690586226195324e-06 1.9203371515175149e-06 -1.7437362010661256e-06 -9.9736776681696109e-08 3.4873274336809526e-06 -1.1067321563013419e-07 -2.9224510231529168e-06 2.714962324361636e-06
leaf_weight=21 34 29 31 21 20 22 25 20 24 20 20 22 20 26 21 20 33 20 20 22 25 38 27 32 26 1866 27 549 20 20
leaf_count=21 34 29 31 21 20 22 25 20 24 20 20 22 20 26 21 20 33 20 20 22 25 38 27 32 26 1866 27 549 20 20
internal_value=0 8.4031e-09 5.79821e-07 -2.92554e-07 -1.2705e-06 -1.18275e-08 2.82049e-10 -8.86625e-09 5.18482e-09 9.40069e-07 -9.10308e-09 9.32062e-07 -2.30364e-08 -8.63944e-07 -7.64294e-09 9.59491e-07 -2.17308e-08 9.36188e-07 -3.62501e-08 -1.7644e-08 -3.15044e-08 -1.95476e-08 -4.66459e-08 -2.53574e-08 -4.99378e-08 -3.23715e-08 2.63128e-07 1.16573e-07 -1.2967e-07 -1.13539e-08
internal_weight=0 3100 106 72 51 2994 2965 2943 2923 44 2879 42 2837 51 2786 40 2746 41 2705 2672 2652 2630 2592 2565 2533 2507 621 594 1886 569
internal_count=3121 3100 106 72 51 2994 2965 2943 2923 44 2879 42 2837 51 2786 40 2746 41 2705 2672 2652 2630 2592 2565 2533 2507 621 594 1886 569
is_linear=0
shrinkage=0.1


Tree=7426
num_leaves=31
num_cat=0
split_feature=142 11 147 147 48 15 448 3 3 4 13 3 52 3 16 399 132 2 399 403 403 2 133 133 49 13 1373 49 41 9
split_gain=3.00761e-09 8.65031e-09 4.17271e-09 4.96175e-09 3.93436e-09 1.16998e-08 4.86675e-09 4.01428e-09 2.37478e-08 2.68346e-08 1.52199e-08 1.32597e-08 3.3751e-08 1.76138e-08 1.44372e-08 1.20542e-08 9.27954e-09 7.96958e-08 7.44276e-08 8.73643e-09 2.7756e-08 3.69577e-08 1.41982e-08 3.31815e-08 3.2807e-08 2.28835e-08 1.84802e-08 4.63601e-08 1.16896e-08 1.812e-08
threshold=-0.057499999999999989 -0.014494999999999999 0.099230000000000013 0.093875000000000014 -0.089814999999999992 -0.0079099999999999986 -0.085914999999999991 -0.080564999999999984 -0.080104999999999996 -0.069999999999999993 -0.16152999999999998 -0.081459999999999991 1.0000000180025095e-35 -0.081644999999999981 -0.092804999999999985 -0.065739999999999979 -0.083284999999999984 0.083935000000000023 0.091580000000000009 -0.52445499999999989 -0.54856499999999986 0.083715000000000026 0.089595000000000022 0.090445000000000011 0.11475 -0.082574999999999982 0.081220000000000014 0.10877000000000002 0.088520000000000015 0.086220000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 10 9 -9 -8 13 -13 16 -14 -10 17 -12 19 20 21 -18 26 -24 25 -25 27 28 29 -21
right_child=1 2 -4 -5 6 -7 7 8 15 -11 11 12 14 -15 -16 -17 18 -19 -20 22 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=1.1151264795709419e-06 -1.9845150523616955e-06 2.5992102058063954e-06 1.0468810368018623e-06 -1.4397004993800996e-06 -1.52761372679119e-06 -5.341583158287204e-07 -2.5615451682997882e-06 -4.7662061651072179e-06 2.2819361235674892e-06 -2.5804371885427708e-07 6.3779430526913291e-06 -3.600815090775401e-07 4.8542551122447248e-06 -2.5153232277611658e-06 1.538554956510027e-06 -7.8048375425545298e-08 2.6215891310920641e-06 -3.4366167312143951e-07 -5.6015915467232055e-06 1.6743471940380022e-07 3.265783168931843e-06 -3.0689296891068811e-06 -4.5647478702903755e-06 -3.3132024629500442e-06 3.3460849201880841e-06 -1.9759774268041361e-07 -2.4011899689377553e-06 4.4650935754256916e-06 -2.2085241198510632e-06 3.2120156651416208e-06
leaf_weight=24 22 22 38 24 21 26 21 23 22 31 22 65 24 26 29 1334 21 89 23 865 35 25 20 29 22 126 26 26 20 20
leaf_count=24 22 22 38 24 21 26 21 23 22 31 22 65 24 26 29 1334 21 89 23 865 35 25 20 29 22 126 26 26 20 20
internal_value=0 -8.65423e-09 5.48201e-09 -7.54833e-09 3.85945e-09 9.01969e-07 -1.06799e-08 1.40593e-10 -1.21657e-07 -2.17819e-06 1.12093e-07 1.49202e-07 1.16708e-06 6.31021e-08 3.04e-06 -3.97595e-08 1.12071e-07 9.88548e-07 3.47353e-08 1.39703e-07 1.14361e-06 -4.71084e-07 6.92384e-08 -7.03864e-07 -2.67606e-07 -7.80517e-07 2.28383e-07 3.01819e-07 1.82211e-07 2.36239e-07
internal_weight=0 3097 3075 3037 3013 48 2965 2944 1410 54 1534 1513 118 1395 53 1356 1369 111 1258 1235 81 46 1154 197 177 155 957 931 905 885
internal_count=3121 3097 3075 3037 3013 48 2965 2944 1410 54 1534 1513 118 1395 53 1356 1369 111 1258 1235 81 46 1154 197 177 155 957 931 905 885
is_linear=0
shrinkage=0.1


Tree=7427
num_leaves=31
num_cat=0
split_feature=1366 44 158 1456 3 1447 2 4 1456 2 1456 154 157 52 13 16 43 1429 0 1429 1455 1455 484 482 42 42 157 2 43 474
split_gain=2.80971e-09 3.9651e-09 1.21386e-08 4.78817e-09 1.50797e-08 2.99631e-08 4.76889e-08 2.25857e-08 1.14911e-08 9.47661e-09 6.59454e-09 5.46359e-09 8.69032e-09 4.90684e-09 2.60496e-08 1.48858e-08 2.59684e-08 1.92678e-08 2.79326e-08 8.71218e-09 5.25531e-09 1.46116e-08 1.38859e-08 6.48306e-09 2.01514e-08 1.49975e-08 5.43894e-09 3.11869e-08 3.13352e-08 3.6565e-08
threshold=-0.087024999999999977 0.099360000000000018 -0.47356499999999996 0.085275000000000004 -0.086274999999999977 -0.086359999999999978 0.084715000000000013 -0.079764999999999989 0.081770000000000023 0.088125000000000023 0.11510000000000002 0.085530000000000009 0.63604500000000008 -0.56022499999999986 0.090705000000000008 0.63636000000000015 -0.04890499999999999 -0.091739999999999988 -0.050684999999999994 -0.026244999999999997 -0.097209999999999977 -0.090354999999999977 0.18587500000000004 0.098465000000000011 0.094725000000000018 0.22070000000000004 -0.086284999999999987 0.087015000000000023 -0.085739999999999997 0.079590000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 7 -6 -7 -5 11 -8 -11 12 13 14 -4 17 -17 18 -15 -19 22 -22 -21 25 -25 26 27 -23 -29 -30
right_child=1 -3 3 4 5 6 9 -9 -10 10 -12 -13 -14 15 -16 16 -18 19 -20 20 21 23 -24 24 -26 -27 -28 28 29 -31
leaf_value=1.0778220314477948e-06 2.1141722822061708e-06 -1.1157376903270234e-06 2.8988805611114064e-06 4.3594730084609272e-06 2.9509649268506852e-06 -5.1836524072257367e-06 2.0188406076406615e-06 -1.7180319802760509e-07 -1.7980075446720967e-06 -1.2973279069683487e-06 6.7564142991471954e-07 1.622758786652412e-06 -2.1129947589315636e-06 -5.9170774989070198e-07 -1.2346747666924786e-06 5.2412521242894444e-07 -4.5107631029850386e-06 -1.6362052834291023e-06 4.5719128717213273e-06 -2.9986996629477727e-06 2.6871774282710702e-06 -3.1360662414196364e-06 3.7777445507752669e-07 4.0062227351602188e-07 -3.2363500699830187e-06 2.6603577664797653e-06 9.7860397178561049e-09 -2.2164271458364215e-06 -2.5017551736034933e-07 5.2341364528274429e-06
leaf_weight=24 27 32 31 22 27 20 22 22 37 36 32 20 20 20 30 21 20 34 22 21 20 36 29 39 25 21 2331 29 31 20
leaf_count=24 27 32 31 22 27 20 22 22 37 36 32 20 20 20 30 21 20 34 22 21 20 36 29 39 25 21 2331 29 31 20
internal_value=0 -8.35728e-09 3.20427e-09 -1.55568e-08 4.83221e-07 -3.40568e-08 -7.66744e-07 2.09383e-06 -4.71559e-08 2.14791e-07 -3.68872e-07 -2.41838e-08 -3.59476e-08 -2.10049e-08 8.65984e-07 -4.09042e-08 -1.93192e-06 -1.19529e-08 2.11305e-06 -4.5811e-08 -2.50295e-08 -5.13701e-09 -1.04034e-06 -2.64033e-08 -1.02007e-06 -6.35621e-10 -2.34721e-08 -6.91789e-07 4.08136e-07 1.90054e-06
internal_weight=0 3097 3065 3038 181 137 110 44 2857 90 68 2820 2800 2780 61 2719 41 2678 42 2636 2602 2552 50 2532 64 2468 2447 116 80 51
internal_count=3121 3097 3065 3038 181 137 110 44 2857 90 68 2820 2800 2780 61 2719 41 2678 42 2636 2602 2552 50 2532 64 2468 2447 116 80 51
is_linear=0
shrinkage=0.1


Tree=7428
num_leaves=31
num_cat=0
split_feature=46 44 1428 473 471 475 471 1419 156 1446 133 403 1447 0 480 160 160 133 480 43 16 1 1 1 1374 160 0 1210 150 0
split_gain=3.03006e-09 8.90384e-09 3.7254e-09 6.04982e-09 3.61067e-09 4.62183e-09 6.25928e-09 4.72871e-09 6.36473e-09 4.2952e-09 3.13047e-08 2.15629e-08 1.11994e-08 4.40431e-08 1.5136e-08 9.64684e-09 1.94579e-08 1.74869e-08 9.00603e-09 8.01008e-09 8.5339e-09 4.21925e-09 9.64847e-08 9.17617e-08 1.20152e-08 1.20078e-08 1.1846e-08 9.02754e-09 8.32749e-09 1.18391e-08
threshold=0.084955000000000017 0.10049500000000001 -0.071779999999999997 -0.072684999999999986 -0.081099999999999992 -0.50059999999999982 0.10338500000000002 0.089680000000000024 -0.092099999999999987 0.083715000000000026 0.10995500000000001 -0.083814999999999987 -0.082659999999999997 -0.086554999999999979 0.11387000000000001 -0.090764999999999985 -0.080409999999999995 0.047850000000000011 0.095525000000000013 -0.011694999999999999 -0.0068949999999999992 0.09253500000000002 0.091785000000000019 0.093100000000000002 -0.035729999999999991 -0.24498999999999996 -0.23051499999999997 -0.42132499999999995 0.12068000000000002 -0.23001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 7 8 -7 12 11 -11 13 -10 18 17 -17 -13 21 20 -18 22 26 -23 -25 -26 -14 -28 29 -27
right_child=1 -3 3 4 5 6 -8 -9 9 10 -12 15 14 -15 -16 16 19 -19 -20 -21 -22 23 -24 24 25 28 27 -29 -30 -31
leaf_value=-1.0855374569018751e-06 2.3960641510711867e-06 -3.8775299092069163e-07 1.7325981821159077e-06 -1.1857334339555774e-06 1.5128952759368986e-06 -1.4877140174497792e-06 -1.655661043040037e-06 1.1395104891676057e-06 8.6259901674878849e-07 -2.2400312923309685e-06 3.835142429882884e-06 8.071310162449663e-07 2.3501602824927391e-06 -5.0311605090904606e-06 2.5496543373818621e-06 3.8157168135166143e-06 2.6830904010921589e-06 -2.7355206219164592e-06 -1.997027296194732e-06 -1.1815938053231271e-06 6.5270665855319806e-08 6.8666883271362168e-06 -6.3952110982275677e-06 2.3170001103199991e-06 2.3677303011027111e-06 -2.0074016584417488e-06 1.9727418971755967e-06 -6.6312495780833194e-08 1.3938909189294334e-06 -9.7389093954073288e-08
leaf_weight=32 20 27 20 26 20 29 23 36 32 35 24 38 21 21 23 21 20 22 23 23 33 20 24 22 20 34 22 1662 35 713
leaf_count=32 20 27 20 26 20 29 23 36 32 35 24 38 21 21 23 21 20 22 23 23 33 20 24 22 20 34 22 1662 35 713
internal_value=0 7.9685e-07 -1.21932e-08 -9.02301e-10 -1.23748e-08 -2.19215e-09 -1.23742e-08 4.24858e-10 -1.36331e-08 1.16895e-09 4.30097e-07 4.46649e-09 -3.35049e-08 -1.47266e-06 -4.381e-09 5.04832e-07 1.12133e-06 -4.91841e-07 -2.70092e-08 3.7683e-07 1.05313e-06 -9.39925e-09 -9.8868e-08 1.73884e-07 1.14378e-08 -5.18071e-08 -1.02391e-08 -3.9674e-08 -1.13688e-07 -1.84324e-07
internal_weight=0 47 3074 3042 3022 2996 2976 2953 2917 2888 216 192 2672 53 2619 157 97 60 2596 76 53 2573 1729 844 824 802 1705 1684 782 747
internal_count=3121 47 3074 3042 3022 2996 2976 2953 2917 2888 216 192 2672 53 2619 157 97 60 2596 76 53 2573 1729 844 824 802 1705 1684 782 747
is_linear=0
shrinkage=0.1


Tree=7429
num_leaves=31
num_cat=0
split_feature=12 130 1204 399 132 15 1204 50 394 129 3 0 130 130 1182 1212 3 4 0 1212 52 12 3 160 52 1372 1366 402 12 402
split_gain=3.03818e-09 6.74516e-09 3.08756e-09 4.49056e-09 3.34466e-09 9.24576e-08 5.22106e-08 1.48129e-08 1.22784e-08 4.08776e-09 3.49182e-09 7.25784e-09 4.4062e-09 4.24885e-09 3.46069e-09 3.75307e-09 9.25842e-09 8.72881e-09 6.60938e-09 4.91887e-09 2.00775e-08 2.0575e-08 1.89182e-08 1.32611e-08 9.99731e-09 6.29705e-09 5.14988e-09 4.69441e-09 1.15533e-08 9.81629e-09
threshold=0.23631000000000002 -0.22461999999999996 -0.098194999999999991 -0.090889999999999985 -0.083284999999999984 0.091915000000000011 -0.082199999999999981 0.097510000000000013 0.090335000000000013 -0.08133 -0.06977499999999999 -0.09515499999999999 0.087380000000000013 0.0032450000000000001 0.084790000000000018 0.10321500000000002 -0.076514999999999986 -0.078439999999999996 -0.083674999999999986 0.087615000000000012 0.0031350000000000002 0.089300000000000004 -0.084854999999999986 -0.57146499999999989 -1.0000000180025095e-35 -0.097369999999999984 -0.087024999999999977 -0.45015499999999992 0.096210000000000004 -0.41596499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -6 10 9 -8 12 -12 13 -5 15 19 17 18 -17 23 24 22 -22 -11 -21 -25 -27 28 -28 -29
right_child=-2 2 3 4 6 -7 8 -9 -10 14 11 -13 -14 -15 -16 16 -18 -19 -20 20 21 -23 -24 25 -26 26 27 29 -30 -31
leaf_value=1.582167292916118e-06 -1.1450855788058581e-06 -1.0322861727288535e-06 1.4279689893405909e-06 -4.552920421474482e-07 -4.3308304636216885e-06 6.3564049513764118e-06 1.1122826681031484e-06 -2.9425972422814084e-06 2.1719390736926964e-06 2.4333824295684861e-06 1.9377266529891526e-06 -5.4817074518117195e-07 -1.4452997370589011e-06 1.0963786430124856e-06 -1.3033308212990441e-06 -3.1356193446185899e-07 2.3898197882358959e-06 -1.054907715725724e-06 1.9128780161755309e-06 -6.0126387075970775e-07 -5.3472682509436712e-06 7.1225623893648546e-07 -1.0977685788434016e-06 -1.799896294869541e-06 2.4491224902011382e-06 1.5048406329366448e-06 6.2708980237857763e-07 2.1922972836563304e-06 -2.7312232326775779e-06 -3.248354452091919e-08
leaf_weight=27 23 29 22 60 28 23 32 20 26 22 23 24 28 25 21 24 22 38 30 21 20 21 22 20 22 22 20 20 21 2365
leaf_count=27 23 29 22 60 28 23 32 20 26 22 23 24 28 25 21 24 22 38 30 21 20 21 22 20 22 22 20 20 21 2365
internal_value=0 8.49756e-09 -5.33803e-09 4.45208e-09 -5.91791e-09 3.86111e-07 -3.41685e-08 -3.7676e-07 8.9676e-09 -1.13861e-08 -5.60302e-08 6.68332e-07 -3.57314e-07 1.08169e-09 -2.45525e-08 -1.46431e-08 5.46933e-07 1.06243e-07 9.23349e-07 -3.9304e-08 -7.0646e-07 -1.84347e-06 -3.12134e-06 -1.0903e-08 9.59399e-07 -3.26916e-08 -1.82537e-08 -3.20658e-08 -1.09302e-06 -1.38271e-08
internal_weight=0 3098 3071 3042 3020 203 2817 180 2789 2763 160 47 113 85 2731 2710 114 92 54 2596 106 63 42 2490 43 2468 2448 2426 41 2385
internal_count=3121 3098 3071 3042 3020 203 2817 180 2789 2763 160 47 113 85 2731 2710 114 92 54 2596 106 63 42 2490 43 2468 2448 2426 41 2385
is_linear=0
shrinkage=0.1


Tree=7430
num_leaves=31
num_cat=0
split_feature=132 399 1203 393 1 1185 2 1177 394 1186 130 130 43 12 3 3 1210 16 403 43 3 4 12 12 403 1210 403 4 0 4
split_gain=3.13015e-09 1.97463e-08 1.12237e-08 4.87501e-09 1.25874e-08 4.97548e-09 6.93062e-09 4.56691e-09 6.721e-09 5.50785e-09 5.54564e-09 1.67034e-08 8.29051e-09 7.50299e-09 4.23607e-09 1.39828e-08 1.6089e-08 3.19878e-08 3.04504e-08 1.5643e-08 1.37226e-08 3.90236e-08 1.56439e-08 2.12696e-08 1.10513e-08 1.09579e-08 5.05992e-08 6.27874e-08 2.52707e-08 1.21229e-08
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.088255000000000014 0.088975000000000012 0.085905000000000009 0.083865000000000009 -0.078779999999999989 -0.13579999999999995 0.084720000000000004 -0.004729999999999999 -0.021914999999999997 -0.23229999999999998 0.085700000000000012 -0.082594999999999988 -0.082974999999999979 -0.079004999999999978 -0.073849999999999985 -0.091194999999999984 -0.074359999999999996 -0.084854999999999986 -0.080364999999999978 0.084795000000000023 0.087925000000000017 -0.5341999999999999 -0.00046999999999999993 -0.0047449999999999992 -0.080744999999999997 -0.078904999999999989 -0.07168999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 7 -7 -2 -9 10 11 12 -10 -14 15 16 17 18 -12 -17 -18 -22 -23 -24 -16 26 27 -26 -29 -27
right_child=1 -3 -4 4 -6 6 -8 8 9 -11 14 -13 13 -15 24 19 20 -19 -20 -21 21 22 23 -25 25 29 -28 28 -30 -31
leaf_value=-1.3699458961884043e-07 1.5028625838908738e-06 2.2919187693715733e-06 -2.6238614293561114e-06 3.0396908695205212e-07 -2.7250505438488568e-06 2.2817345779913014e-06 -9.3338162661248434e-09 -1.8402147965446147e-06 -1.3252922686509314e-06 1.5078851439180122e-06 -5.7387835730488793e-06 -3.3337765322016825e-06 -5.2387708336709694e-07 2.182476453410367e-06 -1.8433741498873654e-06 1.0184716237355525e-07 4.7500745017131504e-08 1.6162567650622883e-06 -4.7195174661480809e-07 3.5082102683120941e-06 5.2385527271781033e-06 2.7625189139663626e-06 -1.9121951913220052e-06 1.5663782530594972e-06 7.3605094962658775e-06 -6.311305108650574e-07 -1.8778854648883826e-06 -2.0152460206190882e-06 3.0117507867544193e-06 4.277072008612356e-08
leaf_weight=196 20 38 20 34 23 23 31 20 30 24 21 20 20 21 35 28 741 23 23 26 20 21 39 32 20 348 38 20 20 1146
leaf_count=196 20 38 20 34 23 23 31 20 30 24 21 20 20 21 35 28 741 23 23 26 20 21 39 32 20 348 38 20 20 1146
internal_value=0 2.73147e-08 -3.6726e-07 -2.70097e-09 -9.18267e-07 1.5871e-08 9.66492e-07 -2.75509e-09 -1.37611e-08 -3.11479e-10 -1.37575e-08 -7.81097e-07 -6.20325e-08 8.62304e-07 1.3089e-08 1.78029e-07 8.62338e-08 -1.4059e-06 -2.98567e-06 1.74195e-06 2.03436e-07 1.23511e-06 3.64798e-07 -3.44387e-07 -8.56519e-08 -4.70085e-08 9.77353e-07 2.78567e-06 4.98252e-07 -1.14202e-07
internal_weight=0 2905 216 2867 57 2810 54 2756 2736 2716 2692 91 71 41 2601 974 920 67 44 54 853 112 92 71 1627 1592 98 60 40 1494
internal_count=3121 2905 216 2867 57 2810 54 2756 2736 2716 2692 91 71 41 2601 974 920 67 44 54 853 112 92 71 1627 1592 98 60 40 1494
is_linear=0
shrinkage=0.1


Tree=7431
num_leaves=31
num_cat=0
split_feature=1429 1417 472 52 12 156 157 2 157 157 147 142 11 147 447 48 15 3 3 4 13 3 52 3 0 399 52 12 1447 132
split_gain=2.76964e-09 8.02145e-09 3.8674e-09 7.57606e-09 1.71351e-08 5.41497e-09 4.05217e-09 1.10992e-08 4.72191e-09 4.74382e-09 4.12229e-09 7.95037e-09 6.69695e-09 5.11264e-09 6.63355e-09 4.131e-09 9.74037e-09 4.97128e-09 1.52453e-08 2.39566e-08 1.26555e-08 1.19801e-08 2.90527e-08 1.48878e-08 1.46115e-08 1.15293e-08 9.33551e-09 2.15802e-08 2.33335e-08 1.26299e-08
threshold=0.12521000000000002 -0.080324999999999994 -0.38234499999999999 -0.56022499999999986 0.086565000000000017 0.13295500000000002 0.11933000000000001 0.10060500000000001 0.099625000000000005 0.084490000000000023 0.11204500000000002 -0.057499999999999989 -0.014494999999999999 0.095485000000000014 0.09227500000000001 -0.089814999999999992 -0.0079099999999999986 -0.080564999999999984 -0.080104999999999996 -0.069999999999999993 -0.16152999999999998 -0.081459999999999991 1.0000000180025095e-35 -0.081644999999999981 -0.087974999999999984 -0.065739999999999979 0.11008000000000001 0.083715000000000026 -0.083249999999999977 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 8 -8 9 10 11 -5 -13 14 15 16 -14 20 19 -19 -17 23 -23 26 -24 -20 29 -28 -29 -22
right_child=-2 2 3 5 -6 -7 7 -9 -10 -11 -12 12 13 -15 -16 17 -18 18 25 -21 21 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.9102533108459534e-06 1.1730153323696869e-06 -1.3463901788262384e-06 -4.8744329935364783e-07 1.9855572713822768e-06 2.9850235831771797e-06 -1.5024273598858904e-06 -4.1597133060217716e-07 2.4160005414159969e-06 -1.258582167338318e-06 1.1945946129134373e-06 -1.4419105846741332e-06 -1.7531941037676997e-06 2.5662232297918309e-06 1.2171655184294436e-06 -1.7871619872624124e-06 -2.323828577811496e-06 -5.5473323271826299e-07 -4.2427826053387003e-06 2.2329296695845969e-06 1.4911433094379458e-07 1.2883033628359367e-06 -2.9234520435429367e-07 4.8787499033344584e-06 -2.3057358646383366e-06 1.4069679612778905e-06 -1.3012572899308245e-07 -3.2540117631950896e-06 2.7859816802210054e-06 -7.6750902142888906e-07 1.0432979592083991e-07
leaf_weight=22 20 21 30 20 27 24 31 25 30 33 20 22 20 34 21 21 20 23 21 27 99 62 22 26 27 1228 26 23 94 1002
leaf_count=22 20 21 30 20 27 24 31 25 30 33 20 22 20 34 21 21 20 23 21 27 99 62 22 26 27 1228 26 23 94 1002
internal_value=0 -7.55824e-09 6.03685e-09 1.53243e-08 1.15741e-06 -6.3681e-09 5.69284e-09 8.48302e-07 -1.04613e-08 2.49054e-09 -1.12741e-08 -1.19213e-09 -1.52926e-08 -1.61808e-09 -1.66212e-08 -3.05632e-09 1.00574e-06 -1.7996e-08 -1.58938e-07 -1.87116e-06 1.12592e-07 1.49641e-07 1.1459e-06 6.2566e-08 2.96573e-06 -9.03946e-08 1.12064e-07 -6.4806e-07 -6.89596e-08 2.10791e-07
internal_weight=0 3101 3079 3058 57 3001 2977 56 2921 2891 2858 2838 2818 2796 2762 2741 40 2701 1299 50 1402 1381 111 1270 49 1249 1244 143 117 1101
internal_count=3121 3101 3079 3058 57 3001 2977 56 2921 2891 2858 2838 2818 2796 2762 2741 40 2701 1299 50 1402 1381 111 1270 49 1249 1244 143 117 1101
is_linear=0
shrinkage=0.1


Tree=7432
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 2 2 133 130 2 3 1186 401 1212 15 133 1210 1209 403 402 12 1213 160 43 43 403 1210 403 1204 47 10
split_gain=3.30877e-09 1.4778e-08 9.54159e-09 6.69457e-09 3.48828e-09 1.04545e-08 8.34774e-09 4.77572e-09 4.23249e-09 4.76922e-09 8.53247e-09 3.33342e-09 8.73951e-09 2.46869e-08 6.43569e-09 9.39153e-09 2.86424e-09 3.07924e-08 3.22942e-08 4.9834e-09 3.91936e-09 3.29581e-08 2.25986e-08 1.43676e-08 1.12383e-08 1.82316e-08 1.10687e-08 3.89331e-09 3.26978e-09 3.1987e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.089125000000000024 0.10136500000000002 -0.37971999999999995 0.087020000000000014 0.085235000000000019 -0.080104999999999996 -0.0046349999999999994 -0.13200999999999999 0.11796000000000001 0.095175000000000023 0.51114000000000004 0.24726500000000004 -0.065739999999999979 -0.0047449999999999992 -0.0088649999999999979 0.090020000000000017 0.04198000000000001 -0.025879999999999997 -0.025214999999999998 -0.0098449999999999979 -0.53255499999999989 -0.00064999999999999986 -0.014954999999999998 -0.077669999999999989 0.094160000000000008 -0.0026549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 -6 -7 8 9 10 -1 12 13 -3 15 16 17 18 19 -13 24 -22 -23 -24 25 -18 -25 -26 -29 -30
right_child=1 11 -4 -5 5 6 -8 -9 -10 -11 -12 14 -14 -15 -16 -17 20 -19 -20 -21 21 22 23 26 27 -27 -28 28 29 -31
leaf_value=4.7427135479500237e-07 2.6716297573633105e-06 -4.7623912729660896e-07 -2.2124120841908738e-06 -1.8261518171414083e-06 2.249339926038374e-06 -1.7377163744180552e-06 1.116926458735179e-06 -1.5998241984505057e-06 1.2486444823232227e-06 8.914040977612916e-07 -2.2803905286981836e-06 -2.1892487298135254e-06 -8.9600332535155771e-07 3.847759039079234e-06 -1.3013932181437619e-06 1.9784654152014509e-06 3.4523674437216625e-07 -3.5488152061589069e-06 3.4983958731989638e-06 -1.069599983609459e-08 3.9905861686036035e-06 -2.6908107724079017e-06 2.2039172694933637e-06 -1.4489669422499829e-06 9.869441919363453e-07 -3.8264450563474388e-06 1.1603123121811474e-06 -4.9863331648342746e-08 4.1673527312013904e-06 1.6624524439178962e-08
leaf_weight=22 21 31 25 21 25 21 20 22 22 21 23 21 25 23 38 24 22 25 24 21 23 27 35 37 40 20 29 2134 20 259
leaf_count=22 21 31 25 21 25 21 20 22 22 21 23 21 25 23 38 24 22 25 24 21 23 27 35 37 40 20 29 2134 20 259
internal_value=0 2.84947e-08 -3.72077e-07 -1.38531e-07 6.28324e-08 6.37576e-07 -3.45208e-07 -2.82013e-07 4.74392e-08 -3.52963e-07 -9.33667e-07 9.20847e-09 6.4981e-07 1.36546e-06 -8.87209e-09 8.91704e-09 -8.35338e-09 -5.59975e-07 5.72162e-07 -1.09997e-06 1.06177e-08 5.05338e-07 -1.20918e-07 5.66083e-07 -1.93232e-08 -1.64128e-06 -3.02465e-07 8.44771e-09 -7.77271e-09 3.14168e-07
internal_weight=0 2899 222 197 176 66 41 110 88 66 45 2878 79 54 2799 2761 2737 91 66 42 2646 151 128 101 2495 42 66 2453 2413 279
internal_count=3121 2899 222 197 176 66 41 110 88 66 45 2878 79 54 2799 2761 2737 91 66 42 2646 151 128 101 2495 42 66 2453 2413 279
is_linear=0
shrinkage=0.1


Tree=7433
num_leaves=31
num_cat=0
split_feature=33 3 11 34 10 0 2 45 1429 156 16 1425 11 11 155 40 120 376 47 12 12 402 1210 3 160 49 403 3 16 2
split_gain=2.86799e-09 9.29984e-09 7.82249e-09 5.55665e-09 8.42539e-09 3.3117e-08 1.27e-08 3.31995e-09 6.6405e-09 1.01698e-08 4.55761e-09 3.53675e-09 3.55895e-09 9.0881e-09 7.59211e-09 3.52791e-09 8.21213e-09 3.82331e-09 4.67344e-09 4.52193e-09 1.18888e-08 8.95802e-09 2.56294e-08 1.47659e-08 1.04082e-08 9.91379e-09 9.43882e-09 1.69938e-08 1.24133e-08 9.36482e-09
threshold=0.085305000000000006 -0.0049599999999999991 -0.011194999999999998 -0.097449999999999981 0.053330000000000009 -0.062294999999999996 -0.080614999999999978 0.084355000000000013 -0.23752499999999996 0.32523500000000005 -0.074319999999999983 0.10129000000000002 0.096435000000000007 0.088065000000000018 0.13131500000000004 -0.24290999999999999 0.088020000000000015 -0.098069999999999977 0.13975500000000002 0.099815000000000015 0.10097500000000002 0.024785000000000005 -0.061049999999999993 -0.10831999999999999 -0.40698999999999991 0.10084500000000002 -0.08101499999999999 -0.072624999999999981 -0.072359999999999994 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 -5 8 -8 11 -9 12 13 14 15 -10 17 -17 19 -19 -21 22 -22 -24 -25 26 -26 -28 -29 -27
right_child=1 -3 3 4 5 -7 7 10 9 -11 -12 -13 -14 -15 -16 16 -18 18 -20 20 21 -23 23 24 25 29 27 28 -30 -31
leaf_value=1.891001041216937e-06 -2.1088329440317465e-06 6.4704678663929378e-07 1.6196125909031945e-06 2.350110003135342e-06 -4.4667554323041258e-06 7.2049570123411408e-07 -1.8379256903244825e-06 -1.4075354833355802e-07 -1.3471998965997044e-06 2.2376780816557583e-06 1.8725054707276329e-06 -1.2339900536062488e-06 9.3376343918349359e-07 -1.7308484688687861e-06 1.841191702438168e-06 -1.237334952118265e-06 1.8274409378330842e-06 1.8133553906784109e-08 1.4326778072741451e-06 -2.5705320754438976e-06 -3.7829788068068281e-06 1.1250167639192052e-06 -2.3925096819801605e-06 -1.788758549537306e-06 -6.0216808764026712e-07 -2.2592128137451557e-06 3.439022206024405e-06 -6.7729275572468755e-07 1.8148008165005592e-06 5.3435421847325421e-07
leaf_weight=22 25 24 21 23 20 32 20 23 20 20 22 24 39 31 22 26 24 2332 22 23 21 43 26 25 36 24 27 41 39 24
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internal_value=0 -7.59014e-07 1.21143e-08 -1.43835e-09 -1.26771e-08 -1.2746e-06 9.36527e-09 -8.85989e-09 -2.20453e-08 -9.47435e-09 8.43506e-07 -2.51394e-08 -1.49417e-08 -2.81276e-08 -9.10619e-09 -2.38924e-08 -1.42085e-08 -3.05244e-08 -1.88296e-08 -3.083e-08 -3.77891e-07 -2.13085e-07 -4.31862e-07 -1.41062e-07 1.29945e-07 3.81085e-07 7.98488e-07 1.26974e-06 5.37603e-07 -8.62429e-07
internal_weight=0 49 3072 3050 3029 52 2977 2954 2909 2889 45 2869 2845 2806 2775 2753 2733 2709 2683 2661 329 306 263 242 216 191 143 107 80 48
internal_count=3121 49 3072 3050 3029 52 2977 2954 2909 2889 45 2869 2845 2806 2775 2753 2733 2709 2683 2661 329 306 263 242 216 191 143 107 80 48
is_linear=0
shrinkage=0.1


Tree=7434
num_leaves=31
num_cat=0
split_feature=40 130 42 376 1 13 15 9 131 9 16 34 33 2 45 403 3 1212 1212 1210 402 13 1212 1209 403 42 2 403 12 12
split_gain=3.00921e-09 9.12263e-09 4.96495e-09 3.12681e-09 4.04599e-09 1.30498e-08 1.31609e-08 1.03604e-08 9.83582e-09 6.87304e-09 5.4023e-09 5.32102e-09 8.42278e-09 7.49302e-09 4.92822e-09 4.18766e-09 1.39321e-08 6.55696e-09 1.19269e-08 8.43917e-09 3.01661e-08 6.69338e-09 6.07352e-09 9.10916e-09 7.5091e-09 2.72927e-08 2.18657e-08 4.60024e-09 3.80214e-09 1.80234e-08
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.11690000000000002 0.13686500000000004 -0.085584999999999981 -0.43375999999999998 0.092890000000000014 0.091360000000000011 0.088235000000000022 -0.25582999999999995 -0.08786999999999999 1.0000000180025095e-35 -0.045829999999999989 0.094030000000000016 0.51291000000000009 -0.078244999999999995 -0.09386499999999999 -0.08867499999999999 -0.099939999999999987 0.0089800000000000019 -0.083254999999999982 -0.083344999999999989 -0.084519999999999984 -0.5335399999999999 0.085730000000000015 0.083935000000000023 -0.52336499999999997 0.078300000000000008 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 8 -7 9 10 11 -6 -3 13 -13 15 17 -17 21 -19 20 -20 -15 -21 -24 25 -25 -27 -26 -29 -30
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 -12 12 -14 14 -16 16 -18 18 19 22 -22 -23 23 24 27 26 -28 28 29 -31
leaf_value=1.2226893022670995e-06 -2.0369809393824571e-06 1.5563088244231371e-06 1.4393054603563847e-06 1.1832319051501891e-06 -1.6049823888470596e-06 -3.5940934997763017e-06 -5.2071759844358516e-07 1.8603731996336136e-06 1.9505342634147383e-06 -1.6261579101130617e-06 4.8060598424449892e-07 1.8092286431372327e-06 -1.7964994028191611e-06 -1.9384845414346536e-06 -1.3231532888775228e-06 -7.2231053175765618e-07 2.8402356747392336e-06 2.2391630598879904e-06 -4.2157787317721937e-06 1.7623766780161533e-06 5.5331555459916776e-07 3.5931247705573498e-09 -2.0130880784563487e-06 -1.8550836714547631e-06 -1.2717785304110813e-06 2.3498829328954822e-07 4.7462172921861821e-06 2.4312528863066419e-07 -1.7426226949111402e-06 5.4597052268379834e-09
leaf_weight=20 22 22 24 22 23 22 38 30 25 26 27 23 26 35 28 23 21 24 21 20 36 36 22 21 28 21 22 570 61 1782
leaf_count=20 22 22 24 22 23 22 38 30 25 26 27 23 26 35 28 23 21 24 21 20 36 36 22 21 28 21 22 570 61 1782
internal_value=0 -7.88428e-09 6.61397e-09 -4.64122e-09 -1.32575e-08 -5.48387e-07 -1.64762e-06 1.16709e-08 3.31002e-07 -7.66702e-09 -4.78765e-07 7.13972e-09 -4.94599e-09 1.17256e-08 -3.19414e-09 1.02797e-08 9.77996e-07 -5.49629e-09 2.0123e-08 -3.2903e-10 -1.20372e-06 -9.53769e-07 2.6602e-08 1.28641e-08 3.06569e-08 1.09992e-06 2.54306e-06 2.62221e-09 1.74101e-08 -5.23987e-08
internal_weight=0 3101 3079 3055 3033 135 60 2898 75 2868 50 2842 2820 2794 2771 2743 44 2699 2628 2604 57 71 2547 2527 2505 64 43 2441 2413 1843
internal_count=3121 3101 3079 3055 3033 135 60 2898 75 2868 50 2842 2820 2794 2771 2743 44 2699 2628 2604 57 71 2547 2527 2505 64 43 2441 2413 1843
is_linear=0
shrinkage=0.1


Tree=7435
num_leaves=31
num_cat=0
split_feature=475 2 1420 475 475 475 1375 160 475 49 12 474 1429 51 13 156 376 123 123 120 15 4 33 9 3 1 14 45 150 147
split_gain=2.78167e-09 1.04971e-08 1.00466e-08 3.56381e-09 5.52362e-09 1.26604e-08 1.22564e-08 4.08489e-08 1.43508e-08 1.20815e-08 1.7984e-08 3.77805e-09 8.00979e-09 1.64308e-08 9.46197e-09 5.67449e-09 3.58447e-09 6.76467e-09 9.17753e-09 5.54543e-09 7.54251e-09 8.04542e-09 6.6488e-09 6.95142e-09 2.21816e-08 6.80231e-09 1.29128e-08 6.86448e-09 6.08864e-09 1.60245e-08
threshold=-0.24431999999999998 0.10613000000000002 1.0000000180025095e-35 -0.10664 -0.086304999999999979 -0.085774999999999976 -0.15308499999999997 -0.073679999999999982 -0.08483499999999998 -0.0090649999999999984 0.083935000000000023 -0.090834999999999985 -0.060529999999999994 -0.085734999999999992 -0.026374999999999999 -0.092624999999999985 0.087010000000000018 0.088610000000000008 0.11679000000000002 1.0000000180025095e-35 -0.5556049999999999 0.62931500000000018 -0.018454999999999996 0.091600000000000015 -0.13309499999999996 0.13927000000000003 -0.073394999999999974 0.094030000000000016 0.12765500000000005 0.097985000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 9 -6 7 -7 -8 -5 -11 -10 13 14 -13 -14 19 -18 -19 20 21 -17 -22 25 -25 27 -27 28 29 -24
right_child=2 -3 -4 4 5 6 8 -9 11 10 -12 12 15 -15 -16 16 17 18 -20 -21 22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=8.4732105563034568e-07 -1.1919020030290995e-06 -1.9585378061037773e-06 2.1418105027557679e-06 2.8251476630264902e-06 -2.5206906502717176e-06 5.0707103869740419e-06 -2.0659057327065966e-06 -6.903451668316408e-07 -1.1347785410744738e-06 2.0708468264883454e-06 -1.9767344403352701e-06 3.9182553177852248e-06 -1.6936609657136616e-06 -6.3774889388861831e-07 9.1294678813111136e-07 -6.1513095366600681e-08 2.1521302652548583e-06 -1.0090926039652004e-06 1.6441281042551222e-06 -1.3521374897561235e-06 1.7877570462587757e-06 2.7065744496840562e-06 3.2023167270210973e-08 1.1708646263741686e-06 -3.3383677025729721e-06 8.161799397699865e-07 -1.9612036122124023e-06 -1.8373596992660171e-06 1.4153593763093077e-06 -2.4642020265402541e-06
leaf_weight=24 25 30 22 22 20 20 34 32 29 21 23 20 20 33 22 21 22 32 22 31 20 21 2361 20 24 26 47 20 31 26
leaf_count=24 25 30 22 22 20 20 34 32 29 21 23 20 20 33 22 21 22 32 22 31 20 21 2361 20 24 26 47 20 31 26
internal_value=0 -7.11489e-07 1.25231e-08 -2.86094e-09 6.98211e-09 -1.3233e-08 3.85946e-09 1.52545e-06 -2.35946e-08 9.1176e-07 -4.49343e-08 7.86967e-10 1.24689e-08 1.03206e-06 2.34405e-06 -1.53988e-08 -3.07678e-09 6.74036e-07 7.18492e-08 -2.25105e-08 -6.76026e-09 1.32253e-06 -2.84419e-08 -4.26587e-08 -1.28872e-06 -2.08242e-08 -9.71999e-07 7.65644e-09 2.29171e-08 4.83345e-09
internal_weight=0 54 3067 3045 3020 2954 2934 52 2882 66 44 2848 2819 75 42 2744 2724 76 54 2648 2617 42 2575 2555 44 2511 73 2438 2418 2387
internal_count=3121 54 3067 3045 3020 2954 2934 52 2882 66 44 2848 2819 75 42 2744 2724 76 54 2648 2617 42 2575 2555 44 2511 73 2438 2418 2387
is_linear=0
shrinkage=0.1


Tree=7436
num_leaves=31
num_cat=0
split_feature=46 44 1428 473 1447 1456 472 12 0 43 472 2 2 1447 160 481 1209 1447 401 402 399 1185 52 0 1208 403 4 401 4 12
split_gain=3.1495e-09 7.8384e-09 4.12477e-09 4.83607e-09 4.21366e-09 1.6153e-08 1.16705e-08 2.96449e-08 7.93469e-09 7.21771e-09 4.32072e-09 4.14423e-09 3.30771e-08 2.14725e-08 1.83751e-08 1.4042e-08 1.21166e-08 1.16502e-08 1.11491e-08 1.14338e-08 1.08561e-08 1.70112e-08 1.08263e-08 2.13559e-08 9.83661e-09 1.26122e-08 9.62796e-09 3.99341e-08 2.43251e-08 1.70773e-08
threshold=0.084955000000000017 0.10049500000000001 -0.071779999999999997 -0.072684999999999986 -0.086849999999999997 0.085275000000000004 -0.082054999999999975 0.088305000000000008 -0.084674999999999986 -0.078469999999999984 -0.080079999999999998 0.08622500000000001 0.085955000000000018 0.050705000000000007 -0.54512499999999997 -0.087644999999999987 -0.065739999999999979 0.056670000000000005 -0.06959499999999999 -0.45788499999999993 0.091580000000000009 -1.0000000180025095e-35 -0.21968999999999997 -0.067624999999999977 0.097165000000000015 -0.5341999999999999 -0.083644999999999983 0.088555000000000009 -0.082594999999999988 0.084595000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 8 7 -6 -5 -9 -8 12 13 15 -13 -12 -16 18 19 -18 21 -17 23 -23 25 -24 27 29 -28 -27
right_child=1 -3 3 4 6 -7 10 9 -10 -11 11 14 -14 -15 16 20 17 -19 -20 -21 -22 22 24 -25 -26 26 28 -29 -30 -31
leaf_value=-1.1418370718274673e-06 2.3128953932882725e-06 -2.9905925623973386e-07 1.549339175426212e-06 -1.4367011565944402e-06 -4.5568961968456274e-06 2.9374371998212315e-06 1.3647884545859953e-06 -1.2228576105415068e-06 1.0108652273944386e-06 1.3690107566203966e-06 2.7360606577531146e-06 2.344134421340035e-06 3.5313198245441004e-06 -3.1957829241946459e-06 -1.8947746697542756e-06 -2.8088133473959586e-06 -5.6838759595242063e-08 -2.510385729976861e-06 -1.2659608153111081e-07 3.0993016747774251e-06 1.9700551797345255e-06 3.848568131946774e-06 -1.9388745293115658e-06 4.6861518209576999e-08 1.7934992290873136e-06 -1.4856519555017657e-06 3.1290271261207602e-06 -4.6142153492341592e-06 6.423152573185477e-08 4.8398643155044918e-07
leaf_weight=32 20 27 20 27 20 23 23 21 26 22 20 30 28 20 39 21 24 20 1588 22 29 22 35 45 29 64 27 22 634 141
leaf_count=32 20 27 20 27 20 23 23 21 26 22 20 30 28 20 39 21 24 20 1588 22 29 22 35 45 29 64 27 22 634 141
internal_value=0 8.12411e-07 -1.24241e-08 -5.43331e-10 -1.08007e-08 7.24377e-07 -2.97665e-08 -1.37619e-06 -2.36008e-07 1.03215e-07 -3.44267e-10 -1.13226e-08 1.36861e-07 5.11581e-08 -1.09109e-07 1.1079e-07 -1.5258e-07 -1.115e-07 -8.21384e-08 1.45262e-06 6.16733e-08 8.45885e-09 6.65184e-08 1.29518e-06 -1.99527e-08 -7.69301e-08 -3.54263e-09 -5.65429e-07 1.8942e-07 -1.30925e-07
internal_weight=0 47 3074 3042 3022 76 2946 63 53 43 2883 2860 1137 1109 1723 1089 1693 1654 1634 46 1069 1040 1019 67 952 923 888 227 661 205
internal_count=3121 47 3074 3042 3022 76 2946 63 53 43 2883 2860 1137 1109 1723 1089 1693 1654 1634 46 1069 1040 1019 67 952 923 888 227 661 205
is_linear=0
shrinkage=0.1


Tree=7437
num_leaves=31
num_cat=0
split_feature=1208 1208 472 1429 1425 1429 1429 0 1429 471 471 1447 156 1456 1446 484 484 49 51 475 482 483 12 484 159 484 482 13 4 43
split_gain=3.06094e-09 4.64604e-09 2.80499e-09 7.50892e-09 3.53628e-09 3.43858e-09 1.35546e-08 5.83201e-09 3.97799e-09 4.36718e-09 1.18547e-08 3.81497e-09 1.27046e-08 1.25574e-08 7.46157e-09 3.92951e-09 2.13217e-08 1.23915e-08 2.76031e-08 1.20617e-08 1.38724e-08 3.46674e-08 1.42301e-08 1.04574e-08 1.1368e-08 8.6478e-09 8.58883e-09 7.57386e-09 4.89209e-09 2.19425e-08
threshold=0.12461500000000002 0.10737500000000001 -0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.054654999999999988 -0.081234999999999988 -0.08841499999999998 -0.0065149999999999991 0.093375000000000014 0.10338500000000002 -0.086849999999999997 -0.088004999999999986 0.085275000000000004 0.037915000000000011 0.085790000000000019 0.087020000000000014 0.11236 -0.085534999999999986 -0.082239999999999994 0.090355000000000005 0.10143000000000001 0.088615000000000013 0.073690000000000019 0.014475000000000003 0.058970000000000009 0.085075000000000026 -0.085584999999999981 -0.50690499999999983 -0.014584999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -7 11 -11 13 -13 14 -10 23 -17 18 -18 -20 22 -22 26 25 -25 28 27 -21 29 -14
right_child=-2 -3 3 4 -6 8 -8 -9 9 10 -12 12 15 -15 -16 16 17 -19 19 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.0801642607323934e-06 -1.2331554103184318e-06 1.3390975574076528e-06 1.8052028389525316e-06 1.0476726505714851e-06 -1.2437554331605181e-06 -1.422119635208219e-06 2.4697736383435163e-06 -1.1291384467870813e-06 1.2197258050925733e-06 2.6300702756998363e-06 -6.1688258483627585e-07 -2.0880511298552543e-06 7.3166581256935076e-07 2.627079931480249e-06 -1.2049004885739124e-06 -2.8943088924885767e-06 -3.2080675039431862e-06 1.7988488151889129e-06 2.2538657088696947e-06 -9.2099046819035159e-07 4.4041428897401153e-06 -1.0888961865189398e-06 -2.7985240746130768e-06 3.262173147504655e-06 3.7639841417954856e-07 -2.0833056720448439e-06 -1.9251573231740404e-06 1.2824242382509674e-06 2.7207077732554487e-08 -3.2175641301535053e-06
leaf_weight=24 20 26 23 20 23 20 27 32 22 22 23 30 34 23 30 30 29 31 23 26 20 27 27 20 43 20 21 39 2342 24
leaf_count=24 20 26 23 20 23 20 27 32 22 22 23 30 34 23 30 30 29 31 23 26 20 27 27 20 43 20 21 39 2342 24
internal_value=0 7.94888e-09 -3.30637e-09 5.16449e-09 -8.50819e-09 9.46282e-10 6.51961e-07 -2.91903e-07 -1.66307e-08 -6.95765e-09 9.70517e-07 -2.23321e-08 -4.12785e-08 6.81464e-07 -1.79097e-07 -1.89987e-08 -3.7911e-07 -6.85915e-08 -3.41661e-07 1.12579e-07 -1.95231e-07 1.24857e-06 -7.95749e-07 2.05947e-08 1.29252e-06 -1.25174e-08 -1.66971e-07 4.01058e-07 4.7392e-09 -9.02498e-07
internal_weight=0 3101 3075 3051 3028 3005 79 52 2926 2906 45 2861 2786 75 52 2756 273 243 212 183 160 47 113 2483 63 2420 86 65 2400 58
internal_count=3121 3101 3075 3051 3028 3005 79 52 2926 2906 45 2861 2786 75 52 2756 273 243 212 183 160 47 113 2483 63 2420 86 65 2400 58
is_linear=0
shrinkage=0.1


Tree=7438
num_leaves=31
num_cat=0
split_feature=403 3 403 1209 42 403 1212 1212 402 402 403 1213 0 0 0 52 481 33 10 133 160 480 133 1374 1 133 457 150 150 1429
split_gain=2.71777e-09 3.00132e-08 4.76959e-09 6.03872e-09 3.66264e-08 8.33326e-09 4.29408e-09 4.32264e-09 2.84949e-08 2.66049e-08 4.69658e-09 3.84146e-09 3.41334e-09 3.71189e-08 2.35581e-08 1.82106e-08 1.23572e-08 1.0662e-08 1.45725e-08 1.06051e-08 5.55812e-08 4.08975e-08 2.40192e-08 2.16771e-08 3.79025e-08 2.10856e-08 2.93322e-08 1.86678e-08 2.49252e-08 1.34073e-08
threshold=-0.5492149999999999 -0.085784999999999986 -0.5425549999999999 -0.087714999999999987 0.087405000000000024 -0.53255499999999989 -0.47386499999999993 -0.089544999999999986 0.13628000000000004 0.13775000000000001 0.072365000000000027 -0.22748999999999997 -0.082394999999999982 -0.082619999999999985 -0.082009999999999986 0.084960000000000022 -0.16223499999999996 0.085305000000000006 -0.012544999999999999 0.087285000000000015 -0.50351499999999982 0.10183000000000002 0.087575000000000014 0.086765000000000023 0.088770000000000016 0.084990000000000024 0.041220000000000007 0.10874500000000002 0.083555000000000004 0.084690000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 -7 8 10 12 -8 -12 13 16 15 -14 -9 18 -18 21 -21 23 -22 25 -25 -20 -27 28 29 -24
right_child=2 -3 3 5 -6 6 7 9 -10 -11 11 -13 14 -15 -16 -17 17 -19 19 20 22 -23 27 24 -26 26 -28 -29 -30 -31
leaf_value=3.5683668024623992e-06 -1.5518432110184224e-06 -1.1718633044545319e-06 -2.0423453429430084e-06 -2.054166213838471e-06 3.6990635194342761e-06 -1.3980169150975351e-06 -1.2107352381462989e-06 -2.3313923935822221e-06 3.9224766580792636e-06 -3.333591674466637e-06 -4.9426504844518604e-07 1.314273686642517e-06 4.5153042890433431e-06 -4.0801868378722524e-06 4.5913974803110141e-08 5.5604119867124471e-07 2.2557043111787764e-06 -2.2880927119217634e-06 -1.5064324853127315e-08 5.4868742660389783e-06 3.3050831255174922e-06 -4.6293937032260153e-06 -5.6683093943328119e-07 5.3385006094686114e-06 -3.2021843614121943e-07 -6.9096257249157134e-07 -4.9621661909782232e-06 -3.0722309372777094e-06 2.9066660700952493e-06 2.1670644400728636e-06
leaf_weight=22 20 34 20 20 25 22 30 23 21 24 24 23 21 23 1293 26 29 20 945 21 22 20 174 20 29 82 20 20 28 20
leaf_count=22 20 34 20 20 25 22 30 23 21 24 24 23 21 23 1293 26 29 20 945 21 22 20 174 20 29 82 20 20 28 20
internal_value=0 6.9037e-07 -1.26121e-08 -2.50219e-09 1.14733e-06 -1.97496e-08 -6.09581e-09 4.25654e-09 6.57305e-07 -1.81206e-08 -2.33196e-07 3.90765e-07 9.93694e-09 -9.38931e-08 1.25855e-07 2.32507e-06 -3.16495e-08 4.82914e-09 3.6898e-08 -9.0302e-09 5.35407e-07 -1.48067e-07 1.4154e-07 -6.62905e-08 1.98946e-06 -1.62501e-07 -1.52845e-06 -1.46055e-07 1.17565e-07 -2.84986e-07
internal_weight=0 56 3065 3045 45 3000 2980 2958 98 2860 77 47 2836 1496 1340 47 1473 1450 1430 1401 285 1116 264 1096 49 1047 102 242 222 194
internal_count=3121 56 3065 3045 45 3000 2980 2958 98 2860 77 47 2836 1496 1340 47 1473 1450 1430 1401 285 1116 264 1096 49 1047 102 242 222 194
is_linear=0
shrinkage=0.1


Tree=7439
num_leaves=31
num_cat=0
split_feature=40 4 3 156 50 1 2 150 1348 147 12 151 0 472 1452 49 43 3 133 3 13 16 3 1429 158 158 42 0 0 1
split_gain=2.78224e-09 7.62185e-09 3.14886e-09 1.28442e-08 1.02231e-08 1.80809e-08 3.8943e-08 1.24848e-08 9.47107e-09 9.18054e-09 5.20933e-09 7.60573e-09 7.94681e-09 5.12627e-09 4.3554e-09 5.18389e-09 2.29335e-08 5.20862e-08 2.99073e-08 5.54425e-08 2.5887e-08 1.21903e-08 1.08164e-08 5.96033e-09 4.92892e-09 8.34509e-09 7.92191e-09 6.86002e-09 1.17163e-08 2.56101e-08
threshold=-0.24620999999999996 0.63556000000000001 0.11658 0.3248100000000001 0.091320000000000012 0.11061500000000002 0.10644500000000001 0.099590000000000026 0.090600000000000014 0.095485000000000014 -0.040564999999999997 -0.078754999999999978 -0.13843999999999998 -0.097514999999999977 0.11396500000000002 0.10910000000000002 -0.095049999999999982 -0.087429999999999994 0.08622500000000001 -0.079594999999999985 -0.0079349999999999993 0.63636000000000015 -0.072894999999999988 0.11635000000000001 0.12105 0.11651000000000002 0.091295000000000015 0.13134000000000004 0.056435000000000006 0.10089500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 6 -4 10 9 13 -7 -12 -13 -2 15 21 -17 -18 20 -20 -19 23 -21 24 25 27 -26 28 -15 -30
right_child=1 -3 4 -5 -6 7 -8 -9 -10 -11 11 12 -14 14 -16 16 17 18 19 22 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=1.1756702338061589e-06 1.5914099367364545e-06 -1.9062362680090572e-06 -8.651978002598812e-07 -2.429561845929129e-06 -1.1696205269294701e-06 -3.355421157331356e-07 4.6040536263565931e-06 -1.5753516213732967e-06 -2.1197772271296432e-06 2.0948572883060568e-06 -3.926644149032655e-07 3.4052079217872234e-06 5.8619864717002202e-07 2.0204854871436877e-08 1.1445807880150484e-06 -3.0679448361207546e-06 4.1473045848761105e-06 2.9167511689637097e-06 -6.6179045103353931e-06 9.3586809713188928e-07 -1.169972117696166e-06 2.164002841071194e-06 -1.6965157098294749e-06 -1.6512325518388853e-06 2.443279953467936e-07 2.057371304431399e-06 -2.156358045052937e-06 1.1898390020803619e-06 -4.2148507764934384e-06 -2.661861146960924e-10
leaf_weight=20 20 21 23 22 36 35 30 35 21 21 20 20 20 2306 32 30 25 31 20 27 31 26 37 22 28 20 27 48 21 46
leaf_count=20 20 21 23 22 36 35 30 35 21 21 20 20 20 2306 32 30 25 31 20 27 31 26 37 22 28 20 27 48 21 46
internal_value=0 -7.58543e-09 5.35991e-09 -2.26147e-08 3.70819e-07 6.73856e-07 2.2306e-06 3.91812e-08 -3.9628e-09 1.18044e-08 6.34009e-07 1.19958e-06 1.9957e-06 -3.83521e-09 -1.53242e-08 -2.88458e-08 -5.17743e-07 -7.0339e-08 -7.92538e-07 -2.02215e-06 8.7339e-07 9.78163e-09 -5.85979e-07 -1.24621e-08 1.98217e-09 2.30758e-08 -9.34191e-07 6.27037e-09 -1.76703e-08 -1.32126e-06
internal_weight=0 3101 3080 2861 219 183 53 130 2839 2818 95 60 40 2797 2777 2745 201 171 146 84 62 2544 64 2518 2496 2441 55 2421 2373 67
internal_count=3121 3101 3080 2861 219 183 53 130 2839 2818 95 60 40 2797 2777 2745 201 171 146 84 62 2544 64 2518 2496 2441 55 2421 2373 67
is_linear=0
shrinkage=0.1


Tree=7440
num_leaves=31
num_cat=0
split_feature=46 453 148 447 14 48 147 448 120 130 33 9 10 47 9 47 47 2 2 48 43 1444 1444 155 157 2 52 52 13 1
split_gain=3.00981e-09 3.37252e-09 3.12152e-09 4.89411e-09 3.87171e-09 4.93026e-09 8.56663e-09 3.6814e-09 3.81061e-09 6.34414e-09 3.88428e-09 4.57589e-09 1.10256e-08 5.56042e-09 7.28257e-08 4.54324e-08 1.10314e-08 7.02847e-09 1.19735e-08 7.63362e-09 4.74231e-09 1.13937e-08 1.06036e-08 7.08367e-09 1.34159e-08 8.56797e-09 2.59655e-08 1.32963e-08 2.20087e-08 1.52611e-08
threshold=0.10987500000000001 0.10071000000000001 -0.10069499999999999 0.094580000000000011 0.10364000000000002 -0.11155999999999998 0.091170000000000015 -0.086659999999999987 1.0000000180025095e-35 -0.22461999999999996 -0.044254999999999996 0.091600000000000015 0.09820000000000001 0.094160000000000008 0.082870000000000013 0.096770000000000009 0.091340000000000018 0.10402500000000002 0.092235000000000025 0.13400000000000004 -0.079734999999999986 -0.082369999999999985 -0.083144999999999983 0.10022500000000002 0.088145000000000015 0.084415000000000004 -0.15275999999999998 0.084240000000000023 -0.079969999999999986 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 9 -9 -11 13 -13 14 16 -15 20 18 -17 -19 21 -12 -22 24 25 26 -23 29 -29 -28
right_child=-2 -3 3 -5 -6 6 -8 8 -10 10 11 12 -14 15 -16 17 -18 19 -20 -21 22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=9.5300367708178412e-07 1.1655294718531714e-06 -1.3026364062795892e-06 -1.2619150218766195e-06 -1.2814470490714788e-06 1.3552246747124065e-06 -1.2721664802484157e-06 1.6330949508258641e-06 1.6644046696782148e-06 -1.0704914815863904e-06 1.3519074768520937e-06 2.5431830385969081e-06 -2.5505690661267856e-06 5.4579061888350977e-07 4.9009957506097547e-06 -5.644420446554685e-06 8.2208951192165438e-08 2.2907880980667309e-06 -1.7412978880465264e-06 2.6681269496009463e-06 6.3439199222903843e-07 -2.2892924117844486e-06 3.7952500425338566e-06 -7.9100275030406569e-08 1.7502862865862531e-06 -2.4841038361955727e-06 -5.5659198104048792e-08 -2.4642674248980259e-06 -5.7404430489917843e-07 3.9036087559536455e-06 3.0660910045664481e-07
leaf_weight=34 22 20 31 30 21 23 32 23 33 21 20 23 23 21 23 171 21 38 20 21 22 24 1628 26 20 564 25 21 23 97
leaf_count=34 22 20 31 30 21 23 32 23 33 21 20 23 23 21 23 171 21 38 20 21 22 24 1628 26 20 564 25 21 23 97
internal_value=0 -8.27177e-09 1.35926e-10 -1.05036e-08 2.14256e-09 -7.348e-09 5.77774e-09 -1.19889e-08 -2.02193e-09 1.02422e-08 -3.09777e-09 -1.3149e-08 -1.00239e-06 3.19031e-09 -4.32017e-08 4.33558e-07 8.51569e-09 5.82927e-08 3.52986e-07 -8.95713e-07 -1.08882e-08 1.85665e-07 -1.0857e-07 1.26728e-07 7.21894e-08 1.39996e-07 7.20781e-07 2.7628e-07 1.76655e-06 -2.61193e-07
internal_weight=0 3099 3079 3045 3015 2994 2963 2931 2908 2875 2852 2831 46 2785 2514 271 2491 250 191 59 2470 820 1650 800 774 754 190 166 44 122
internal_count=3121 3099 3079 3045 3015 2994 2963 2931 2908 2875 2852 2831 46 2785 2514 271 2491 250 191 59 2470 820 1650 800 774 754 190 166 44 122
is_linear=0
shrinkage=0.1


Tree=7441
num_leaves=31
num_cat=0
split_feature=47 47 47 131 159 49 51 159 47 49 43 3 3 131 1209 1208 132 1203 1185 2 132 2 12 131 131 480 481 1212 131 15
split_gain=2.96714e-09 3.28161e-08 9.59614e-09 4.8006e-09 7.38041e-09 4.18581e-09 7.02151e-09 5.76456e-09 3.85666e-09 7.4986e-09 7.14178e-09 5.44782e-09 5.50069e-09 3.83241e-09 5.3289e-09 5.55897e-09 3.79102e-09 1.05768e-07 5.01183e-08 1.66807e-08 7.83252e-09 7.44885e-09 4.22487e-09 4.04076e-09 3.6887e-08 1.79655e-08 5.14413e-08 1.28756e-08 1.29199e-08 3.57746e-08
threshold=0.092165000000000011 0.096475000000000019 0.090100000000000013 0.096490000000000006 0.10333000000000002 0.15021500000000002 0.13640000000000002 -0.11345499999999999 0.10843500000000002 -0.0087049999999999992 -1.0000000180025095e-35 0.10732000000000001 -0.078084999999999988 0.13767000000000004 0.14268500000000003 0.11253500000000001 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.083385000000000015 -0.41094499999999995 0.10097500000000002 0.088365000000000013 0.091360000000000011 0.09031500000000002 0.11191000000000002 -0.00058999999999999992 0.087505000000000013 0.10033500000000002 0.083195000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 4 5 6 7 -3 9 -9 -11 12 -10 14 15 16 17 19 -18 -1 -21 22 -22 24 25 -20 -27 28 29 -25
right_child=1 3 -4 -5 -6 -7 -8 8 11 10 -12 -13 -14 -15 -16 -17 18 -19 23 20 21 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=-3.0652456848656588e-06 -3.0483943567404777e-06 -1.5803272515313438e-06 2.1142764002103252e-06 -1.0678181669473733e-06 2.0583271407303982e-06 -1.0059928317041056e-06 1.9125893417863565e-06 -6.4788627612258637e-07 4.6870007638842381e-08 2.2326232153448344e-06 1.9657102257042426e-08 1.0068983755218142e-06 -1.8733577801500499e-06 -1.2971220609291448e-06 1.6543614913189231e-06 -1.6449816007479969e-06 -4.9900890337539756e-06 7.3368790572203579e-06 -4.9685814267327613e-09 1.3968037968936644e-06 -3.5180383803901096e-07 -1.7912802774284437e-06 1.1811942231361173e-06 1.8595991934218662e-07 -4.2804724625966629e-06 5.7196518042701431e-06 -1.4526065797326739e-06 -1.6636386655696138e-06 1.2364337226034441e-07 4.9312448517468972e-06
leaf_weight=20 38 20 22 33 20 32 22 29 35 35 25 24 26 22 20 20 20 20 2197 32 64 28 25 47 20 20 20 26 135 24
leaf_count=20 38 20 22 33 20 32 22 29 35 35 25 24 26 22 20 20 20 20 2197 32 64 28 25 47 20 20 20 26 135 24
internal_value=0 -2.79317e-07 3.40384e-08 7.02672e-08 2.10405e-07 6.13786e-08 2.19508e-07 2.75088e-08 2.12318e-07 6.72411e-07 1.31055e-06 -2.69427e-07 -7.71588e-07 1.74568e-08 2.80195e-08 1.60523e-08 2.83654e-08 4.60259e-07 -4.16862e-09 -3.53542e-07 1.04449e-08 -3.6873e-07 7.88136e-08 3.5895e-08 -4.95548e-09 3.327e-08 2.13352e-06 4.33307e-07 6.9797e-07 1.79e-06
internal_weight=0 339 2782 301 268 248 216 194 174 89 60 85 61 2760 2738 2718 2698 189 2509 169 149 117 89 2489 2257 2237 40 232 206 71
internal_count=3121 339 2782 301 268 248 216 194 174 89 60 85 61 2760 2738 2718 2698 189 2509 169 149 117 89 2489 2257 2237 40 232 206 71
is_linear=0
shrinkage=0.1


Tree=7442
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1209 12 1208 1209 401 403 43 3 0 52 2 16 12 42 42 403 160 1372 403 403 1210 12 0 43 13 2 1366
split_gain=3.03304e-09 1.86191e-08 9.72104e-09 2.93767e-09 1.51435e-08 1.10911e-08 7.81827e-09 3.59729e-09 2.85018e-09 1.72576e-08 2.19806e-08 3.45263e-08 2.25392e-08 4.12696e-08 3.47123e-08 2.70094e-08 1.84133e-08 2.01987e-08 1.45535e-08 9.22122e-09 4.86927e-09 4.62568e-09 4.98609e-09 4.43454e-08 4.01066e-08 1.50896e-08 1.17345e-08 1.38064e-08 1.07453e-08 6.27054e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10691500000000002 0.095330000000000012 0.092250000000000013 -0.092099999999999987 0.13571500000000003 -0.090774999999999981 0.055925000000000009 -0.086274999999999977 -0.086234999999999992 -0.0092699999999999987 0.083715000000000026 -0.079109999999999986 0.087695000000000009 -0.084624999999999992 -0.092814999999999981 -0.085729999999999987 -0.57146499999999989 -0.097369999999999984 -0.083814999999999987 -0.0047449999999999992 -0.064799999999999983 0.085495000000000015 -0.084384999999999988 0.05259500000000001 -0.0090849999999999976 0.085105000000000014 -0.087024999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 -3 8 9 10 11 -8 -12 -14 15 -15 17 -13 -10 -20 -21 -22 24 -24 -23 28 27 -27 -26 -25
right_child=1 3 -4 4 -6 -7 7 -9 18 -11 12 16 13 14 -16 -17 -18 -19 19 20 21 22 23 29 25 26 -28 -29 -30 -31
leaf_value=-1.1000896271968649e-07 2.9940930268085575e-06 1.6428042444799917e-06 -2.1345832974643771e-06 2.1515894662694666e-06 -9.8063186344226221e-07 -2.1062737578176892e-06 4.3535413119570875e-06 -1.281349841519841e-06 -2.2202830173038517e-06 2.7602813726336817e-06 -3.8318586337568594e-06 -5.7587813502792536e-07 3.4099195706479203e-06 2.8631012078814983e-06 -3.8897469138987617e-06 -1.6597195266029069e-06 -1.9203947870445172e-06 3.1653429957672147e-06 1.9885995796990442e-06 -1.5770712411722345e-06 -1.1860148833186418e-06 3.9837076493703149e-06 -4.606570432553694e-06 1.7304602239608445e-06 -3.4433936934874508e-06 2.4249368625293612e-06 -1.6345738424661249e-06 -3.0790069382015243e-07 -1.6539048033337168e-07 -5.9113294981077217e-09
leaf_weight=195 21 29 27 33 29 25 25 22 30 26 21 31 24 23 32 31 29 27 23 20 33 28 21 21 20 38 20 36 20 2161
leaf_count=195 21 29 27 33 29 25 25 22 30 26 21 31 24 23 32 31 29 27 23 20 33 28 21 21 20 38 20 36 20 2161
internal_value=0 2.72766e-08 -3.56241e-07 5.62857e-09 6.86518e-07 -9.36261e-09 9.42019e-09 -7.72975e-09 2.49639e-09 3.11612e-07 4.96143e-08 1.07821e-06 -8.29793e-07 -2.56671e-07 -1.27991e-06 2.66667e-07 1.37018e-07 1.16572e-06 -3.11548e-08 -4.2503e-09 -2.32063e-08 -1.02466e-08 6.15946e-09 -3.3215e-08 5.41604e-07 -1.77642e-07 5.14593e-07 1.09545e-06 -1.80439e-06 1.07999e-08
internal_weight=0 2899 222 2878 62 2816 2791 2762 2740 269 243 112 131 110 86 54 87 58 2471 2441 2418 2398 2365 2203 162 134 94 74 40 2182
internal_count=3121 2899 222 2878 62 2816 2791 2762 2740 269 243 112 131 110 86 54 87 58 2471 2441 2418 2398 2365 2203 162 134 94 74 40 2182
is_linear=0
shrinkage=0.1


Tree=7443
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 12 48 132 2 403 2 133 403 3 403 1208 12 403 1200 1204 12 42 130 12 394 390 1186 10 0 12 9
split_gain=2.51306e-09 8.18096e-08 4.63019e-08 1.34686e-08 3.18352e-09 5.58593e-09 5.62709e-09 5.46043e-09 4.61722e-09 4.85245e-09 6.10078e-09 2.95263e-09 2.56509e-08 6.97379e-09 6.70787e-09 1.30625e-08 3.76292e-09 3.42233e-09 6.34946e-09 1.53856e-08 7.5098e-09 2.79634e-09 4.29572e-09 3.20526e-09 8.07466e-09 3.21518e-09 3.44935e-09 1.08755e-08 1.86412e-08 7.32281e-09
threshold=-0.083284999999999984 0.10450500000000001 0.12358500000000001 0.089480000000000018 0.11527000000000001 0.086035000000000014 -0.41094499999999995 0.091895000000000018 -0.020569999999999995 0.085045000000000023 -0.015164999999999998 -0.55049499999999985 -0.085784999999999986 -0.54448499999999989 0.099975000000000008 0.095330000000000012 -0.52800499999999995 0.091775000000000009 -0.016569999999999994 0.087535000000000016 -0.050249999999999996 -0.22699999999999995 0.23631000000000002 -0.12099999999999998 0.090205000000000007 0.084720000000000004 0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 5 6 -1 8 9 10 -8 12 -2 -13 16 -16 -15 18 19 -18 -21 -20 23 -23 25 26 29 -28 -29 -25
right_child=2 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 13 -14 14 15 -17 17 -19 21 20 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=1.5332259171042427e-06 3.5444144953089566e-06 6.4232979310929748e-06 -4.8195947989171372e-06 -2.7472856550048168e-06 1.1456748249353648e-06 -1.6835343187505627e-06 -1.986716615993314e-06 -1.4563725252864296e-06 1.4239352861913154e-06 9.235258227877436e-07 4.0135828669463083e-07 -1.865549768353958e-06 -1.0789788469386015e-06 -1.1642356850773337e-06 3.1168829882233243e-06 -3.7748305786685112e-07 -1.2716825239067476e-06 -1.2707531391513495e-06 -1.1905636415576738e-06 3.3731443460799875e-06 6.9574872156863427e-07 9.7988401357440593e-07 1.4563441470727414e-06 -2.4713875783656614e-08 -1.9800180852363221e-06 9.8497585077073069e-07 2.400617496315742e-06 1.4485026118412257e-06 -2.383857005580384e-06 -1.5714461171463031e-06
leaf_weight=22 20 20 20 20 21 21 23 27 22 23 20 20 30 28 20 23 20 21 20 22 20 32 20 2426 21 32 24 30 22 31
leaf_count=22 20 20 20 20 21 21 23 27 22 23 20 20 30 28 20 23 20 21 20 22 20 32 20 2426 21 32 24 30 22 31
internal_value=0 3.26641e-07 -2.46579e-08 -2.86088e-07 -1.10938e-08 -1.64841e-07 6.79508e-08 -2.12363e-07 1.69322e-07 -2.48882e-07 -8.75984e-07 8.61716e-09 7.70378e-07 -4.83201e-09 8.40211e-09 1.2478e-06 -1.08446e-08 9.37534e-10 1.07557e-08 1.01114e-06 2.09819e-06 -1.2579e-08 -3.64808e-09 -1.48016e-08 -2.71101e-08 -1.11214e-08 -2.37053e-08 6.39803e-07 -1.7288e-07 -4.4229e-08
internal_weight=0 219 2902 199 179 158 137 115 88 66 43 2882 50 2832 2812 43 2769 2741 2720 62 42 2658 2638 2618 2586 2565 2533 76 52 2457
internal_count=3121 219 2902 199 179 158 137 115 88 66 43 2882 50 2832 2812 43 2769 2741 2720 62 42 2658 2638 2618 2586 2565 2533 76 52 2457
is_linear=0
shrinkage=0.1


Tree=7444
num_leaves=31
num_cat=0
split_feature=400 12 12 1203 400 12 394 390 133 1182 129 42 49 52 13 1212 401 403 403 15 402 13 42 159 130 42 1209 2 1209 13
split_gain=3.02613e-09 1.17012e-08 1.54789e-08 1.50824e-08 7.17651e-09 6.92463e-09 4.15238e-09 2.97405e-09 6.48975e-09 3.9623e-09 3.09792e-09 2.81826e-09 7.64835e-09 1.54845e-08 1.2885e-08 9.4631e-09 7.762e-09 8.64161e-09 1.29388e-08 1.12268e-08 8.27248e-09 7.49547e-09 6.34417e-09 6.8331e-09 5.9699e-09 5.77285e-09 4.9687e-09 3.0187e-08 8.8797e-09 2.82247e-08
threshold=-0.082714999999999983 0.087505000000000013 0.086505000000000012 0.087520000000000014 -0.081749999999999975 0.089300000000000004 0.10969000000000002 0.087590000000000015 -0.089569999999999983 0.084790000000000018 0.11808 -0.084624999999999992 0.11042000000000002 -0.14765999999999999 0.10820000000000002 -0.069964999999999986 0.088555000000000009 -0.081499999999999989 -0.021474999999999998 0.087825000000000014 0.079755000000000006 -0.0062949999999999994 -0.23037499999999997 0.089270000000000016 0.087020000000000014 -0.09693499999999998 -0.087714999999999987 0.084715000000000013 -0.025744999999999997 -0.064619999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -2 -3 7 9 -9 10 11 12 13 14 -6 -15 17 19 -19 24 21 -20 -23 25 -17 -24 27 -13 29 -28
right_child=4 3 -4 -5 6 -7 -8 8 -10 -11 -12 26 -14 15 -16 16 -18 18 20 -21 -22 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=8.965756948149963e-07 -1.8625577955130473e-06 -8.3480077309700548e-07 -2.9072977514488234e-06 3.1594341465371114e-06 -3.4366008051057141e-06 1.3149801486267075e-06 1.3937766425442533e-06 2.0032893358874888e-06 -4.856375131367941e-07 -1.4321443893550169e-06 -1.26000031627882e-06 -1.4998090117170132e-06 1.931777140043778e-06 -1.5522148515856317e-06 1.0998071047652048e-07 -5.6204146583121137e-07 2.1287541718114272e-06 3.1240894332995595e-06 2.1894961315442271e-06 -2.506640398028789e-06 -1.0716999327087252e-06 1.8592948942628227e-06 -1.5232618223611402e-06 1.613874926533754e-06 1.5388709901539449e-06 3.4342373835996216e-07 7.2269697305408179e-07 3.7441952177427344e-06 -4.2151193053925046e-08 -4.1654455810116603e-06
leaf_weight=23 21 29 20 26 21 31 21 22 20 20 20 23 25 24 20 38 27 20 29 21 30 23 30 20 21 37 27 21 2390 21
leaf_count=23 21 29 20 26 21 31 21 22 20 20 20 23 25 24 20 38 27 20 29 21 30 23 30 20 21 37 27 21 2390 21
internal_value=0 4.74231e-07 -8.72668e-07 1.14768e-06 -2.04391e-08 2.75919e-07 -7.41844e-09 -1.7393e-08 8.18086e-07 -2.94598e-08 -1.97459e-08 -1.1097e-08 2.4027e-07 1.2313e-07 -1.70656e-06 3.57559e-07 5.12405e-07 3.50169e-07 7.18922e-07 -5.21009e-07 4.34287e-07 7.5932e-07 3.82274e-07 -8.20319e-09 1.85741e-07 -4.92406e-07 -5.01895e-08 1.00301e-06 -6.91972e-08 -1.41587e-06
internal_weight=0 129 43 86 2992 60 2971 2950 42 2908 2888 2868 386 361 41 320 296 269 189 80 169 139 110 87 59 67 2482 44 2438 48
internal_count=3121 129 43 86 2992 60 2971 2950 42 2908 2888 2868 386 361 41 320 296 269 189 80 169 139 110 87 59 67 2482 44 2438 48
is_linear=0
shrinkage=0.1


Tree=7445
num_leaves=31
num_cat=0
split_feature=130 40 15 142 11 4 34 34 34 1 9 2 16 147 150 49 448 4 4 0 3 0 3 12 133 402 129 43 13 15
split_gain=2.61546e-09 6.06611e-09 3.63744e-09 4.81466e-09 5.73489e-09 4.63677e-09 4.41492e-09 1.00523e-08 6.08399e-09 1.58088e-08 1.13742e-08 1.2787e-08 3.25775e-08 5.56264e-09 6.23089e-09 2.25545e-08 9.00456e-09 5.69957e-09 7.61812e-09 7.44915e-09 4.62141e-09 1.07833e-08 8.41207e-09 1.91678e-08 1.15212e-08 1.06704e-08 7.80495e-09 1.20482e-08 7.48029e-09 1.71079e-08
threshold=-0.23123999999999997 -0.24290999999999999 -0.5556049999999999 -0.057499999999999989 -0.014494999999999999 0.62931500000000018 -0.085739999999999983 -0.14308499999999999 -0.057544999999999992 0.11146500000000002 0.091600000000000015 -1.0000000180025095e-35 -0.056919999999999991 0.099230000000000013 0.12640500000000002 -0.045154999999999994 1.0000000180025095e-35 0.50996500000000011 0.50500500000000004 -0.073309999999999986 -0.096544999999999978 0.10455500000000001 -0.092984999999999984 0.089570000000000025 0.017095000000000003 0.27918000000000004 0.085790000000000019 -0.52440999999999993 -0.093219999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 -3 7 -6 9 -8 11 12 -10 14 16 -16 17 18 20 -19 26 22 23 24 -22 28 27 -13 29 -24
right_child=1 2 3 4 6 -7 8 -9 10 -11 -12 13 -14 -15 15 -17 -18 19 -20 -21 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.0624370830832366e-06 -1.7438261686208991e-06 -1.4203691850153436e-07 1.4314874790769586e-06 -1.6295019019129211e-06 5.884188681193337e-07 1.8886309520815342e-06 3.2498197045072174e-06 -2.3424715958526577e-06 -1.1784562883576654e-06 -5.5693162153147575e-07 -1.8031712075737363e-06 -2.2347483771412161e-06 4.3979864006938774e-06 1.3391696478493033e-06 9.3712084579832518e-07 -3.2696122143534013e-06 1.919042457150984e-06 3.9085389451949079e-07 1.6649672690821011e-06 -2.0484426738309387e-06 -8.3700408078419228e-07 -1.9955079849374858e-06 1.6578603529069368e-07 1.3451715864221116e-06 -4.1532537136390608e-06 2.221779400965066e-06 1.7147449735992788e-06 2.8880536621857445e-07 2.0126325141121369e-08 -1.6253557419993799e-06
leaf_weight=23 20 22 23 22 22 23 20 25 20 24 35 20 22 30 26 25 24 21 27 31 22 29 125 20 20 21 35 350 1901 93
leaf_count=23 20 22 23 22 22 23 20 25 20 24 35 20 22 30 26 25 24 21 27 31 22 29 125 20 20 21 35 350 1901 93
internal_value=0 -7.88933e-09 3.39031e-09 -9.85108e-09 -2.08646e-08 8.9586e-07 -9.02058e-09 -9.70565e-07 6.34583e-09 1.17341e-06 -1.13797e-08 1.05325e-08 1.74254e-06 -1.52633e-08 -2.98271e-08 -1.125e-06 -9.435e-09 -2.64823e-08 -6.2357e-09 -1.06334e-06 -2.33535e-08 -7.97682e-08 -5.45382e-08 -1.20283e-06 -2.41617e-06 -2.12698e-08 2.87415e-07 1.52397e-07 -4.34991e-08 -5.98325e-07
internal_weight=0 3098 3078 3033 3010 45 2988 47 2941 44 2897 2862 42 2820 2790 51 2739 2715 2663 52 2636 2231 2202 62 42 2140 405 370 2119 218
internal_count=3121 3098 3078 3033 3010 45 2988 47 2941 44 2897 2862 42 2820 2790 51 2739 2715 2663 52 2636 2231 2202 62 42 2140 405 370 2119 218
is_linear=0
shrinkage=0.1


Tree=7446
num_leaves=31
num_cat=0
split_feature=448 447 148 46 44 1428 473 97 374 120 130 9 10 9 11 133 1374 1447 481 133 1375 1375 484 483 1375 480 160 160 16 4
split_gain=3.09021e-09 7.21532e-09 3.20451e-09 2.84929e-09 6.19425e-09 3.57306e-09 4.40954e-09 3.49578e-09 8.48094e-09 5.81836e-09 5.76953e-09 5.22956e-09 1.08787e-08 8.83148e-09 7.29613e-09 4.29846e-09 3.43729e-08 2.60592e-08 2.62849e-08 2.50463e-08 2.59993e-08 2.43979e-08 2.04975e-08 2.42274e-08 1.84822e-08 1.84105e-08 8.85437e-09 2.281e-08 1.58101e-08 3.1117e-08
threshold=0.068920000000000023 0.094005000000000019 -0.095079999999999984 0.084955000000000017 0.10049500000000001 -0.071779999999999997 -0.072684999999999986 -0.086464999999999986 0.08987500000000001 1.0000000180025095e-35 -0.22461999999999996 0.092890000000000014 0.053330000000000009 0.10750500000000002 -1.0000000180025095e-35 0.086910000000000015 0.088460000000000011 0.0071200000000000005 -0.086219999999999977 0.08622500000000001 -0.15308499999999997 -0.092319999999999985 -0.084519999999999984 -0.088629999999999987 -0.080114999999999978 0.11303500000000001 0.084770000000000026 0.062030000000000009 -0.022939999999999999 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7 -8 9 10 -9 12 14 -13 -12 19 17 18 -17 20 -16 -20 23 -23 -22 26 27 -26 29 -28
right_child=-2 -3 3 4 -6 6 7 8 -10 -11 11 13 -14 -15 15 16 -18 -19 21 -21 24 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-1.1130455721268636e-06 -1.2390240328841174e-06 1.5018269884592429e-06 -1.0611467557097854e-06 2.1060074855938639e-06 -2.3483280966292323e-07 1.4810552594468619e-06 -1.2646605264101462e-06 1.5742710213148912e-06 1.7022283420123259e-06 -1.5353851067629877e-06 1.7640205877124456e-06 2.5453487074585046e-06 -1.7132008870727367e-06 -3.2166633872066087e-07 2.4953256672396939e-06 -3.0017919457350218e-06 -3.9180958066253882e-06 3.8435988835772151e-06 3.7404376217864411e-06 -3.0728734322796725e-06 -3.0632369825547183e-06 1.0680714966577612e-07 2.6375279785253057e-08 4.0412703981473898e-06 -8.7025223319321778e-09 -2.4580359369252847e-06 -4.4453008460668236e-06 3.0351400528161323e-06 2.5458884268895568e-07 -4.9319289381344338e-07
leaf_weight=26 20 32 32 20 26 20 22 23 29 25 23 21 38 22 39 25 20 20 20 28 21 34 632 29 1618 32 27 25 96 76
leaf_count=26 20 32 32 20 26 20 22 23 29 25 23 21 38 22 39 25 20 20 20 28 21 34 632 29 1618 32 27 25 96 76
internal_value=0 7.99953e-09 -7.57638e-09 1.86897e-09 7.82924e-07 -1.01192e-08 1.2241e-09 -8.82568e-09 6.26374e-10 -1.64249e-08 -3.18895e-09 -1.59372e-08 -3.27267e-08 1.0785e-06 -9.6316e-09 -2.45091e-08 1.74066e-07 2.81754e-07 1.85488e-07 -1.03453e-07 -6.04627e-08 2.96932e-07 1.97838e-07 1.91791e-06 -1.13062e-07 -8.00024e-08 -3.86902e-08 3.76128e-08 -6.6867e-07 -1.52918e-06
internal_weight=0 3101 3069 3043 46 2997 2965 2945 2923 2894 2869 2846 2803 43 2765 2742 780 760 740 1962 1934 715 695 63 1895 1874 1842 1643 199 103
internal_count=3121 3101 3069 3043 46 2997 2965 2945 2923 2894 2869 2846 2803 43 2765 2742 780 760 740 1962 1934 715 695 63 1895 1874 1842 1643 199 103
is_linear=0
shrinkage=0.1


Tree=7447
num_leaves=31
num_cat=0
split_feature=403 3 403 403 1210 1210 16 42 13 0 130 133 1209 403 50 132 400 15 50 1186 3 0 130 403 133 403 4 1212 43 16
split_gain=2.86995e-09 2.05641e-08 3.66916e-09 3.7327e-09 3.77156e-09 3.05324e-09 4.33741e-08 5.7509e-08 1.01919e-07 1.94031e-08 1.9042e-08 1.39657e-08 6.99138e-09 3.72963e-09 1.96057e-08 6.31342e-09 1.03644e-07 8.08553e-08 1.80519e-08 8.68544e-09 5.76989e-09 1.12039e-08 5.16063e-09 5.00599e-09 5.36186e-09 4.82923e-09 2.16453e-08 4.13334e-09 6.484e-09 3.87378e-09
threshold=-0.5492149999999999 -0.085784999999999986 -0.5425549999999999 -0.5335399999999999 -0.3960249999999999 -0.00092999999999999995 -0.092484999999999984 0.087075000000000014 -0.088319999999999996 -0.085754999999999984 0.08610000000000001 -0.0042999999999999991 1.0000000180025095e-35 -0.085994999999999988 0.090805000000000011 -0.083284999999999984 -0.079519999999999993 0.091915000000000011 0.09227500000000001 -0.086714999999999987 -0.07359499999999998 -0.071719999999999992 0.08610000000000001 -0.42113499999999993 -0.015929999999999996 -0.081224999999999992 -0.081609999999999988 0.089785000000000018 -0.010344999999999998 -0.082039999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 -6 9 -9 -8 11 -11 13 14 20 17 -17 18 29 -18 21 22 23 -7 -25 26 -21 28 -26 -15
right_child=2 -3 3 4 5 12 7 8 -10 10 -12 -13 -14 15 -16 16 19 -19 -20 25 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=3.0916918149159756e-06 -1.363001474601333e-06 -8.320264006342501e-07 1.3575565708379146e-06 -1.3485792459548629e-06 -3.5970964248122076e-06 -1.6614548317503169e-06 -3.1783647068550637e-06 9.2899499031773315e-06 3.8655900501301708e-07 3.1493619899265473e-06 -1.5870341654330593e-06 1.5946304963356604e-08 -1.3597598760602874e-06 -3.3323129410215795e-07 2.8517502966808807e-06 -7.2555413487407344e-06 1.7912926138636137e-06 6.3361200399672927e-06 -2.8944885936811183e-06 -2.9885193626455475e-06 -1.0976683714378286e-06 2.5046772952919132e-06 1.1492626796435587e-06 -9.5135043373399014e-07 1.2231423605281516e-06 -2.2418216441050193e-08 7.1863998785362232e-07 1.7397483452441521e-06 -1.1264960900092546e-06 8.8650408810115491e-07
leaf_weight=22 20 34 20 21 24 22 20 20 36 25 35 33 39 60 28 20 26 21 23 28 37 20 31 38 23 2269 36 20 24 46
leaf_count=22 20 34 20 21 24 22 20 20 36 25 35 33 39 60 28 20 26 21 23 28 37 20 31 38 23 2269 36 20 24 46
internal_value=0 7.09434e-07 -1.29609e-08 -4.09365e-09 -1.30963e-08 -3.76036e-09 3.80993e-07 9.45928e-07 3.56634e-06 -3.52683e-07 2.5499e-07 1.36656e-06 -3.01771e-08 -1.14708e-08 3.62732e-07 -4.74263e-08 -8.71003e-08 5.81804e-07 -3.54945e-07 -2.63251e-08 3.85813e-08 2.74768e-07 -7.49902e-09 -2.89858e-07 -2.47601e-09 -4.65814e-08 -9.03242e-07 5.35692e-07 2.3327e-08 1.96088e-07
internal_weight=0 56 3065 3045 3025 3004 193 169 56 113 93 58 2811 2772 243 2529 2379 150 129 2359 215 178 158 127 105 2333 64 67 47 106
internal_count=3121 56 3065 3045 3025 3004 193 169 56 113 93 58 2811 2772 243 2529 2379 150 129 2359 215 178 158 127 105 2333 64 67 47 106
is_linear=0
shrinkage=0.1


Tree=7448
num_leaves=31
num_cat=0
split_feature=400 399 130 4 400 133 1185 403 42 1209 1210 1210 1447 159 159 42 1453 474 157 52 157 160 1429 51 13 13 16 474 133 158
split_gain=3.74211e-09 1.0472e-08 9.68593e-09 1.21149e-08 5.90059e-09 4.12397e-09 2.93643e-09 3.22384e-09 2.06436e-08 3.12145e-09 4.13623e-09 5.52498e-09 2.83188e-09 1.61032e-08 2.41625e-08 1.18151e-08 8.99804e-09 4.36621e-09 1.46335e-08 1.73693e-08 1.24945e-08 1.42835e-08 1.29367e-08 1.04903e-08 1.66479e-08 1.75225e-08 1.26399e-08 9.89438e-09 1.76421e-08 5.38832e-09
threshold=-0.082714999999999983 0.090145000000000017 0.087380000000000013 -0.085594999999999991 -0.081749999999999975 -0.029034999999999995 -0.083264999999999992 -0.5492149999999999 0.091205000000000008 -0.097919999999999993 -0.13847499999999999 -0.090569999999999998 -0.086279999999999982 -0.025879999999999997 -0.092414999999999983 0.084695000000000006 -0.087504999999999986 0.086080000000000018 -0.083944999999999978 -0.013374999999999998 -0.081889999999999991 -0.079009999999999983 0.086295000000000011 -0.10316499999999999 -0.052719999999999996 0.043850000000000007 0.029300000000000003 0.084550000000000014 0.085195000000000007 -0.47356499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -5 -6 8 -8 -9 -11 -12 13 14 15 -13 -14 27 19 -19 -20 22 -22 -23 26 -26 -25 29 -29 -18
right_child=4 -3 -4 5 6 -7 7 9 -10 10 11 12 16 -15 -16 -17 17 18 20 -21 21 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=2.5005933798638585e-06 -1.6930822978013438e-06 2.6307432369776511e-06 -1.5865201885389979e-06 -1.2935434284599979e-06 1.19669216701368e-06 4.7264370608993486e-07 -1.041625340145276e-06 -1.2479973195565566e-06 2.9232185189205968e-06 1.1851081637814787e-06 -1.692491473761493e-06 -6.70374821254427e-07 -1.7958850136288864e-06 2.6969901446136648e-06 -2.4987160344625772e-06 2.5364153023693455e-06 1.5962263819346847e-06 3.4936808490250586e-06 -2.0645009394334361e-06 -1.4316321615600223e-07 3.7479851948774014e-06 -2.3112848765549645e-06 1.512208700660267e-07 -2.7917502357219996e-06 3.163039478349988e-06 -6.8448880682581151e-07 5.1865354559292125e-08 1.3191212165760849e-07 -3.7567627373391588e-06 -5.2083167455659912e-08
leaf_weight=25 21 20 25 20 20 39 29 21 24 28 20 20 29 25 29 27 20 29 26 24 20 20 20 22 29 20 54 28 20 2367
leaf_count=25 21 20 25 20 20 39 29 21 24 28 20 20 29 25 29 27 20 29 26 24 20 20 20 22 29 20 54 28 20 2367
internal_value=0 5.27356e-07 1.41413e-07 6.55679e-07 -2.27285e-08 -1.26064e-07 -1.09219e-08 -1.91063e-08 7.53776e-07 -3.32412e-08 -2.43743e-08 -3.62611e-08 -2.45522e-08 4.95423e-07 -2.28777e-07 1.17182e-06 -4.38035e-08 -2.49779e-08 3.61299e-07 1.84681e-06 -1.18389e-08 2.76643e-07 1.9496e-06 -1.84863e-07 1.55365e-07 1.59262e-06 -7.71287e-07 -6.68575e-08 -1.48837e-06 -3.82724e-08
internal_weight=0 129 109 84 2992 59 2971 2951 53 2898 2877 2849 2829 101 76 47 2728 2699 264 53 211 185 40 145 125 49 76 2435 48 2387
internal_count=3121 129 109 84 2992 59 2971 2951 53 2898 2877 2849 2829 101 76 47 2728 2699 264 53 211 185 40 145 125 49 76 2435 48 2387
is_linear=0
shrinkage=0.1


Tree=7449
num_leaves=31
num_cat=0
split_feature=400 12 16 12 12 399 132 3 3 3 43 3 1 42 2 3 16 456 9 402 1446 481 4 1456 52 4 4 4 133 51
split_gain=3.03134e-09 1.04967e-08 1.24544e-08 1.19686e-08 5.76185e-09 5.49581e-09 8.22293e-08 9.68762e-08 3.09307e-09 1.22661e-08 4.14363e-08 1.14145e-08 2.64248e-08 2.14366e-08 1.05908e-08 9.32077e-09 1.95204e-08 1.29647e-08 1.22037e-08 9.58789e-09 1.83639e-08 5.24247e-08 2.82147e-08 2.638e-08 1.64287e-08 9.41373e-09 3.68786e-08 2.14304e-08 1.68174e-08 1.39221e-08
threshold=-0.082714999999999983 0.087505000000000013 -0.081414999999999987 0.086505000000000012 0.089300000000000004 0.089505000000000015 -0.083284999999999984 -0.083344999999999989 -0.082594999999999988 -0.082284999999999983 -0.081289999999999987 -0.083344999999999989 0.090965000000000004 0.09112000000000002 0.087015000000000023 -0.083924999999999986 -0.0094449999999999968 -0.037984999999999991 0.087755000000000014 0.11174500000000002 0.083715000000000026 -0.086484999999999992 -0.081609999999999988 0.090820000000000026 0.0031350000000000002 -0.0086549999999999978 -0.0065699999999999986 -0.010655 0.090445000000000011 -0.070629999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 8 7 -7 11 10 -10 15 13 14 -13 17 -17 -2 19 20 23 -22 24 25 -23 27 -27 -19 29 -28
right_child=5 2 -4 -5 -6 6 -8 -9 9 -11 -12 12 -14 -15 -16 16 -18 18 -20 -21 21 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=7.5467260288682474e-07 -2.1973582543447872e-06 -7.8515605764550863e-07 2.5306953617132422e-06 -2.5901758897362015e-06 1.4060864526754812e-06 -3.2063519147413903e-06 -5.1352042153643327e-06 5.1602991079342305e-06 2.0132821273932676e-06 -3.3755301129133918e-08 -3.7551325979648305e-06 2.322212237437782e-06 -1.9056065541787704e-06 4.9058569959470335e-06 -6.0975314526827295e-07 6.3394507311510437e-07 -3.6826676750933982e-06 1.462071372248494e-07 2.1409327658735339e-06 -1.4228387604475758e-06 5.6331972720489957e-06 6.8625587941607512e-07 2.8893255645812133e-06 -3.5786598346021493e-06 -3.1436934439928642e-06 -4.094688184522966e-06 -2.6488989519179998e-06 2.7300810101598257e-06 2.0848454816757566e-06 9.3942830403648262e-09
leaf_weight=23 24 30 36 20 20 25 29 31 20 1716 33 28 21 20 22 22 20 574 30 40 23 21 24 20 24 25 24 34 32 110
leaf_count=23 24 30 36 20 20 25 29 31 20 1716 33 28 21 20 22 22 20 574 30 40 23 21 24 20 24 25 24 34 32 110
internal_value=0 4.7462e-07 1.11247e-06 -8.01071e-07 9.13409e-08 -2.04746e-08 -8.13064e-07 1.42519e-06 2.70052e-09 -8.00327e-08 -1.57837e-06 1.31308e-07 1.20557e-06 2.13892e-06 1.03215e-06 3.79384e-08 -1.42158e-06 9.89334e-08 1.55112e-07 9.24675e-08 1.59001e-07 1.49859e-06 1.20385e-07 8.52271e-09 -1.35638e-06 9.83145e-08 -5.14096e-07 2.907e-07 2.51497e-08 -4.66718e-07
internal_weight=0 129 86 43 50 2992 85 56 2907 1769 53 1138 91 70 50 1047 42 1005 981 951 911 92 69 819 45 799 191 608 166 134
internal_count=3121 129 86 43 50 2992 85 56 2907 1769 53 1138 91 70 50 1047 42 1005 981 951 911 92 69 819 45 799 191 608 166 134
is_linear=0
shrinkage=0.1


Tree=7450
num_leaves=31
num_cat=0
split_feature=132 399 15 393 1 130 130 0 52 15 130 1427 12 51 121 39 33 9 15 104 16 16 1213 52 51 51 2 15 49 16
split_gain=3.39162e-09 1.7589e-08 1.53903e-08 4.43877e-09 9.86131e-09 3.3809e-09 6.32521e-09 1.03064e-08 8.83896e-09 7.43883e-09 4.49548e-09 3.08713e-09 1.33044e-08 5.87729e-09 5.30214e-09 5.58105e-09 9.71648e-09 5.53491e-09 8.69507e-09 4.24699e-09 3.9077e-09 3.744e-08 1.82686e-08 1.50391e-08 1.75659e-08 3.31898e-08 2.49402e-08 2.51463e-08 2.39205e-08 1.38015e-08
threshold=-0.083449999999999983 0.091580000000000009 0.092400000000000024 0.088255000000000014 0.088975000000000012 -0.22699999999999995 -0.0075749999999999993 -0.079459999999999989 0.08709500000000002 0.083195000000000005 -0.0045849999999999997 0.086130000000000012 0.088725000000000012 -0.040379999999999992 -0.078059999999999977 -1.0000000180025095e-35 -0.009184999999999997 0.088235000000000022 -0.18895499999999996 0.088500000000000009 -0.088704999999999992 -0.088159999999999988 0.12955000000000003 -0.078224999999999975 0.035765000000000012 0.089355000000000004 0.086100000000000024 -0.087679999999999994 0.065470000000000014 -0.087484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 -2 7 8 9 -7 -8 14 -13 -14 -12 -16 -17 19 -19 20 22 -22 23 -18 -25 -26 -27 28 -28 -23
right_child=1 -3 -4 4 -6 6 10 -9 -10 -11 11 12 13 -15 15 16 17 18 -20 -21 21 29 -24 24 25 26 27 -29 -30 -31
leaf_value=-7.6916206340917187e-08 -1.2169889099699174e-06 2.1657389508714244e-06 -2.7154532581334934e-06 2.0826978771658425e-07 -2.472757592920022e-06 -3.3429533664829936e-08 -1.4633385958296414e-06 2.4873579473723325e-06 -1.1230563043085341e-06 1.9836325494128631e-06 -1.6351413898973987e-06 2.1110511972758959e-06 6.8679858979218513e-07 -1.6270834249632533e-06 1.3787864065369802e-06 -1.9395871836772691e-06 1.8145409752067184e-06 1.7481619352111012e-08 2.659905603650259e-06 -1.4695968752675981e-06 4.3742927073253671e-06 -2.1035368482102968e-06 -3.0457561809850053e-06 3.4615290263028541e-08 -4.823053690084965e-06 2.1321513101541383e-06 -4.8417311160820787e-06 1.2072554191888685e-06 -5.0948290311225725e-07 6.0280531031664158e-08
leaf_weight=191 22 38 25 34 23 41 21 26 32 33 20 34 21 23 29 26 38 33 20 20 20 30 22 485 22 26 26 24 25 1691
leaf_count=191 22 38 25 34 23 41 21 26 32 33 20 34 21 23 29 26 38 33 20 20 20 30 22 485 22 26 26 24 25 1691
internal_value=0 2.84218e-08 -3.82302e-07 9.32285e-11 -8.73548e-07 1.78148e-08 2.75586e-08 7.03203e-07 2.6558e-07 8.66071e-07 -6.02013e-09 5.59417e-09 6.25328e-07 -5.22731e-07 -1.33105e-08 -5.2508e-10 -1.64741e-08 3.67137e-09 1.01462e-06 -1.83873e-08 -6.33903e-09 7.25526e-08 -2.11953e-07 -1.15446e-07 -2.3607e-07 -1.30341e-06 -5.36753e-07 -1.46197e-06 -2.71808e-06 2.25615e-08
internal_weight=0 2905 216 2867 57 2810 2788 132 106 74 2656 2635 78 44 2557 2537 2508 2482 53 2429 2409 1741 668 646 608 123 101 75 51 1721
internal_count=3121 2905 216 2867 57 2810 2788 132 106 74 2656 2635 78 44 2557 2537 2508 2482 53 2429 2409 1741 668 646 608 123 101 75 51 1721
is_linear=0
shrinkage=0.1


Tree=7451
num_leaves=31
num_cat=0
split_feature=132 399 15 393 12 13 40 13 52 13 4 16 1212 401 130 394 16 43 394 394 43 4 2 43 43 1210 2 41 33 1213
split_gain=2.74725e-09 1.4247e-08 1.24661e-08 3.59543e-09 8.56812e-09 3.3397e-09 3.04073e-08 1.87188e-08 1.14626e-08 8.12507e-09 9.25901e-09 5.96489e-09 4.53482e-09 4.47131e-09 4.05243e-09 5.979e-09 9.41925e-09 1.18282e-08 4.76502e-09 9.51005e-09 4.14307e-09 1.21689e-08 1.85372e-08 9.68772e-09 2.25742e-08 1.40907e-08 8.08776e-09 7.57926e-09 1.52519e-08 5.63378e-09
threshold=-0.083449999999999983 0.091580000000000009 0.092400000000000024 0.088255000000000014 0.089005000000000015 0.24813000000000004 -0.24452499999999996 0.23074000000000003 0.086040000000000019 0.11217000000000001 -0.050494999999999991 -0.0034149999999999996 -0.52517999999999987 0.13522500000000001 -0.0075749999999999993 -0.078674999999999981 -0.085589999999999986 -0.015774999999999994 -0.11103499999999998 -1.0000000180025095e-35 0.084740000000000024 -0.077679999999999985 0.090425000000000019 0.055925000000000009 0.060960000000000007 0.258635 0.086285000000000014 0.088520000000000015 -0.0066799999999999993 -0.085284999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 -2 9 11 12 -11 -7 -8 14 15 16 -14 -18 -16 -20 23 22 -22 25 -25 27 -26 28 -21 -30
right_child=1 -3 -4 4 -6 8 7 -9 -10 10 -12 -13 13 -15 18 -17 17 -19 19 20 21 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-6.9224809210089061e-08 3.9200309743137042e-06 1.9491620315348932e-06 -2.4439080093543454e-06 6.0091378691140562e-07 -1.869872480142476e-06 9.2441095173651581e-07 1.5038607114092884e-06 -2.8342148079505225e-06 -2.5660528308435462e-06 2.5084445957596866e-06 6.8727497039487531e-08 -1.0633263164331417e-06 1.4206582239717492e-06 -1.4971612608860597e-06 1.4418882342810817e-06 1.652212492528646e-06 6.2205044348327365e-07 -2.5688354250113273e-06 -2.0602574421524841e-06 2.3883094892577603e-06 1.3642110388900619e-07 -4.4704077713693857e-08 -4.1690632801305585e-06 3.3922532464560262e-06 -1.3307707381163372e-06 -2.6627319402905418e-06 1.0742972080904645e-06 -1.5482169430924841e-06 5.9508524576710435e-07 -4.9194294153824153e-08
leaf_weight=191 20 38 25 25 32 36 20 23 22 28 35 26 32 20 22 36 26 21 23 27 20 144 20 28 27 20 29 31 146 1928
leaf_count=191 20 38 25 25 32 36 20 23 22 28 35 26 32 20 22 36 26 21 23 27 20 144 20 28 27 20 29 31 146 1928
internal_value=0 2.55819e-08 -3.44072e-07 8.62437e-11 -7.86194e-07 1.60357e-08 3.51728e-08 6.45993e-09 -6.0501e-07 3.08116e-08 1.15305e-06 9.08437e-08 3.82656e-09 -7.71216e-09 3.83396e-09 5.84074e-07 9.7327e-08 -8.03665e-07 -2.32361e-08 -3.643e-08 -1.71952e-08 -4.73316e-07 -2.01632e-06 2.03389e-08 1.07389e-06 -2.07849e-08 -8.52891e-08 3.99882e-09 2.69016e-08 -3.84e-09
internal_weight=0 2905 216 2867 57 2810 2726 2706 84 2683 63 62 2620 2600 2580 115 79 47 2465 2443 2420 184 40 2236 84 2152 56 2132 2101 2074
internal_count=3121 2905 216 2867 57 2810 2726 2706 84 2683 63 62 2620 2600 2580 115 79 47 2465 2443 2420 184 40 2236 84 2152 56 2132 2101 2074
is_linear=0
shrinkage=0.1


Tree=7452
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 132 1203 1185 50 400 130 403 132 402 42 1213 403 403 3 3 2 3 16 1209 2 2 401 402 43 403 401 1212
split_gain=3.1092e-09 5.44152e-09 6.01483e-09 2.82669e-09 8.18538e-08 4.78734e-08 1.43664e-08 4.23702e-09 5.428e-09 6.7993e-09 4.29283e-09 3.13641e-09 4.93717e-09 2.68604e-09 2.7266e-08 2.31435e-08 1.3293e-08 1.30002e-08 1.06875e-08 9.33492e-09 1.29995e-08 8.82845e-09 8.29153e-09 7.06981e-09 6.66848e-09 4.50812e-09 2.25079e-08 1.3586e-08 5.26317e-09 4.22866e-09
threshold=0.11846000000000001 0.10480500000000002 0.094315000000000024 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.10782000000000001 0.115025 -0.020569999999999995 -0.40070499999999992 0.087450000000000014 -0.015274999999999999 0.04198000000000001 -0.5335399999999999 -0.55276999999999987 -0.092644999999999991 -0.087429999999999994 0.09142500000000002 -0.080564999999999984 -0.082404999999999992 -0.092099999999999987 0.085105000000000014 0.10136500000000002 0.12053500000000002 -0.45015499999999992 0.055925000000000009 -0.43370499999999995 -0.099524999999999988 -0.092474999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 7 8 9 11 -11 12 -1 15 -15 -7 -16 -18 19 20 -19 -17 -21 -20 25 26 -23 -27 -29 -30
right_child=-2 -3 -4 5 -6 13 -8 -9 -10 10 -12 -13 -14 14 16 21 17 18 23 22 -22 24 -24 -25 -26 27 -28 28 29 -31
leaf_value=1.3135312041480642e-06 1.0889770403712016e-06 -1.3725340899139251e-06 1.6903312436105419e-06 -4.6812308358891071e-06 6.2733883970351952e-06 -3.4141057983561038e-06 -2.8355264205970345e-06 -1.0683429356885749e-06 -1.3099180334563699e-06 4.9021012684880544e-07 2.5121925697627984e-06 -1.1164731375856719e-06 -4.8624648570694266e-07 3.7640445433290941e-06 -2.3462226413977823e-06 1.9512229379830865e-06 2.4753743856387664e-06 1.5007953301449107e-06 2.6109677909857968e-06 -2.712981785180091e-07 -1.6569306767037646e-06 -3.1484256245584632e-06 -3.0553198959513917e-06 -4.7942908452114356e-08 -1.551536662093765e-06 2.2487343345447802e-06 1.438510230400425e-06 -1.450280627977918e-06 8.30210518596478e-07 -1.3010053787598562e-08
leaf_weight=27 26 29 21 22 21 20 20 31 20 21 21 21 35 21 22 23 23 32 20 20 22 23 23 20 28 27 20 25 61 2376
leaf_count=27 26 29 21 22 21 20 20 31 20 21 21 21 35 21 22 23 23 32 20 20 22 23 23 20 28 27 20 25 61 2376
internal_value=0 -9.15437e-09 3.74126e-09 -7.89039e-09 3.3993e-07 -3.45796e-08 -2.95797e-07 -7.19179e-09 2.19675e-07 4.6441e-07 1.5012e-06 -6.02316e-08 2.97528e-07 1.85173e-09 3.52201e-07 -2.54709e-08 -4.14733e-08 2.7543e-07 -9.3904e-08 -6.61086e-07 2.14314e-07 7.67047e-10 -1.76043e-06 1.28151e-06 -1.67566e-08 2.15711e-10 -1.01497e-06 1.7754e-08 -6.71245e-09 8.09641e-09
internal_weight=0 3095 3066 3045 217 2828 196 176 145 125 42 83 62 2806 203 2603 182 160 137 97 54 2583 43 40 2560 2532 43 2489 2462 2437
internal_count=3121 3095 3066 3045 217 2828 196 176 145 125 42 83 62 2806 203 2603 182 160 137 97 54 2583 43 40 2560 2532 43 2489 2462 2437
is_linear=0
shrinkage=0.1


Tree=7453
num_leaves=31
num_cat=0
split_feature=132 1203 1185 400 130 13 399 3 12 1209 0 2 52 12 1209 1210 16 1210 1213 42 403 1212 1210 1204 1211 401 15 1210 1186 391
split_gain=2.72425e-09 1.62729e-08 1.37311e-08 2.95729e-09 3.72241e-09 4.56532e-09 4.57954e-09 7.50835e-09 3.81285e-09 2.83883e-09 8.15712e-09 1.51024e-08 1.99307e-08 3.28402e-08 6.31568e-09 3.9761e-09 3.16546e-08 9.93304e-09 4.66594e-09 1.61987e-08 2.0662e-08 6.86395e-09 4.86174e-09 5.67865e-09 4.45733e-09 1.22945e-08 2.8638e-08 9.28845e-09 4.3638e-09 6.20215e-09
threshold=-0.083449999999999983 0.089480000000000018 -0.087384999999999977 0.10782000000000001 0.115025 0.056795000000000005 0.088190000000000018 -0.084964999999999985 0.087505000000000013 0.088060000000000013 -0.064754999999999993 0.09358000000000001 0.088785000000000017 0.091930000000000012 0.086665000000000006 -0.089089999999999989 -0.082179999999999989 -0.079504999999999978 0.093235000000000026 0.090990000000000015 -0.50275999999999987 0.10083000000000002 -0.062079999999999989 -0.077669999999999989 0.11671000000000002 -0.06959499999999999 0.095175000000000023 1.0000000180025095e-35 -0.089559999999999987 -0.086514999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 8 -1 14 11 12 13 -11 15 16 -4 -17 22 20 -20 -22 -19 -24 25 26 -25 28 -27 -30
right_child=2 -3 9 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 17 -18 18 19 -21 21 -23 23 24 -26 27 -28 -29 29 -31
leaf_value=-3.5156115872864736e-07 2.5142804588540458e-06 -3.0598078114962846e-06 3.4849807851363348e-06 -9.6150862235287707e-07 -1.020987437641452e-06 1.591675310385693e-06 9.8897876846927429e-07 -1.5892934639381448e-06 1.4177373281026598e-06 9.270752852330588e-07 -1.1602503927861109e-06 3.1791182106065785e-06 2.7350491830910199e-06 -4.0358048420330309e-06 -1.7426531415020735e-06 -2.0873235109280837e-06 -1.5994291006791175e-06 -1.4456568090774151e-06 -2.8968823273988256e-06 2.2842129718415622e-06 1.6852025876299678e-06 -4.504501189499193e-07 1.3294791774716295e-06 -9.8506959277853776e-07 -1.4494684205859897e-06 -1.4668318142087499e-06 4.1777184413469762e-06 -2.1956386035526523e-06 1.6919884869604998e-06 -3.4197833403322867e-08
leaf_weight=29 22 20 24 31 25 23 36 31 21 40 25 22 23 20 21 23 25 24 21 39 34 27 31 21 22 21 22 20 21 2357
leaf_count=29 22 20 24 31 25 23 36 31 21 40 25 22 23 20 21 23 25 24 21 39 34 27 31 21 22 21 22 20 21 2357
internal_value=0 -3.42624e-07 2.54802e-08 -6.53601e-08 1.03007e-07 3.03721e-07 5.05329e-08 -3.66554e-07 3.91544e-07 6.48835e-09 4.63134e-07 8.49654e-07 2.32205e-07 -7.27218e-07 -1.5075e-08 -1.79567e-09 8.90894e-07 -1.8099e-08 -2.07193e-10 6.06484e-07 -1.91461e-07 7.39914e-07 -2.912e-08 -1.56023e-08 -3.23888e-08 -1.9726e-08 1.65636e-06 -4.952e-08 -3.16282e-08 -1.8954e-08
internal_weight=0 216 2905 196 165 140 117 81 50 2883 130 105 83 60 2753 2732 49 2683 2660 121 82 61 2539 2515 2484 2462 43 2419 2399 2378
internal_count=3121 216 2905 196 165 140 117 81 50 2883 130 105 83 60 2753 2732 49 2683 2660 121 82 61 2539 2515 2484 2462 43 2419 2399 2378
is_linear=0
shrinkage=0.1


Tree=7454
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 132 50 394 1203 400 3 3 3 3 40 130 1 1 403 1447 479 481 13 403 1184 1 52 15 2 0 3 3
split_gain=2.85511e-09 4.31082e-09 4.68345e-09 2.76037e-09 7.81094e-08 4.38302e-08 1.37514e-08 2.89626e-09 4.08472e-09 4.79192e-09 4.37356e-09 3.15519e-09 2.57703e-09 5.2239e-09 2.66344e-09 2.09199e-08 1.9748e-08 1.60753e-08 1.56522e-08 1.33207e-08 4.32892e-08 2.9809e-08 1.31438e-08 1.1492e-08 1.84915e-08 4.65225e-08 1.46424e-08 1.53595e-08 1.24253e-08 6.36146e-08
threshold=0.11846000000000001 0.10480500000000002 0.094315000000000024 -0.083284999999999984 0.10450500000000001 0.12358500000000001 0.089480000000000018 0.10782000000000001 -0.06977499999999999 -0.011549999999999998 -0.084964999999999985 -0.087319999999999995 -0.24290999999999999 -0.16562999999999997 0.085110000000000005 0.085760000000000017 -0.43370499999999995 0.059120000000000013 0.091680000000000011 -0.087424999999999989 -0.08645499999999999 -0.5425549999999999 0.088135000000000019 0.079415000000000013 -0.0092699999999999987 0.024640000000000006 0.082850000000000021 -0.13455999999999999 -0.077774999999999983 -0.078724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 12 7 8 10 -10 11 -1 -5 -14 17 -16 -17 19 22 20 -15 -21 -18 26 -25 -26 -23 -28 29 -29
right_child=-2 -3 -4 5 -6 -7 -8 -9 9 -11 -12 -13 13 14 15 16 18 -19 -20 21 -22 23 -24 24 25 -27 27 28 -30 -31
leaf_value=-9.9873885119450285e-08 1.0435441768007737e-06 -1.2222507066404622e-06 1.4909855061822393e-06 -9.91646959829058e-07 6.2905948732350236e-06 -4.6986945869775811e-06 -2.753826838670648e-06 -8.6535771851187392e-07 2.1004030518919799e-06 -6.2425947504607397e-08 -1.0443408622709935e-06 1.3862733501923687e-06 1.4193865826410521e-06 2.1139355367051307e-06 -3.1008385485125952e-06 -3.0968814566481996e-06 8.0015716943661144e-09 2.3382943227041381e-06 -2.3403250744585031e-06 3.1638807073367421e-06 -3.6290822669928145e-06 -1.737568233382411e-06 2.5936776853541234e-06 -4.1293650882822922e-07 6.1222494741741679e-06 -6.1680076062960633e-07 2.0602034270369688e-06 -1.1532756532956874e-08 -5.8398317484817792e-07 4.4600621415404685e-06
leaf_weight=50 26 29 21 26 20 20 20 31 21 20 35 20 26 21 23 21 1155 31 28 31 35 49 20 37 20 21 36 886 309 33
leaf_count=50 26 29 21 26 20 20 20 31 21 20 35 20 26 21 23 21 1155 31 28 31 35 49 20 37 20 21 36 886 309 33
internal_value=0 -8.75938e-09 2.71852e-09 -7.54539e-09 3.36171e-07 -3.39196e-08 -2.68339e-07 1.25068e-08 1.98903e-07 1.04536e-06 -1.31621e-07 3.2474e-07 -6.94757e-10 8.56648e-09 -4.74314e-09 -1.12885e-07 -5.67388e-08 8.46225e-08 -3.66894e-09 3.73534e-08 -1.47545e-06 9.69293e-08 5.20131e-08 2.85789e-08 1.20787e-06 2.67054e-06 -4.14778e-08 2.42726e-08 -3.54127e-08 1.49036e-07
internal_weight=0 3095 3066 3045 217 2828 197 177 146 41 105 70 2808 2782 2756 1247 1224 1509 1203 1478 56 1422 1175 1391 78 41 1313 1264 1228 919
internal_count=3121 3095 3066 3045 217 2828 197 177 146 41 105 70 2808 2782 2756 1247 1224 1509 1203 1478 56 1422 1175 1391 78 41 1313 1264 1228 919
is_linear=0
shrinkage=0.1


Tree=7455
num_leaves=31
num_cat=0
split_feature=132 394 15 1186 132 2 132 52 2 13 1208 1208 1208 45 46 1426 47 0 47 0 47 160 49 160 42 42 0 1426 104 11
split_gain=2.7394e-09 1.60779e-08 8.38465e-09 5.11488e-09 3.05506e-09 3.4028e-09 1.08062e-08 6.23183e-09 3.33992e-09 3.11404e-09 2.57395e-09 3.52995e-09 3.75934e-09 2.47487e-09 4.92845e-09 5.43867e-09 3.56579e-09 3.39743e-08 1.11327e-07 3.64799e-08 1.16216e-08 4.64585e-09 5.7364e-09 8.26566e-09 6.05457e-09 6.50246e-09 6.408e-09 4.24242e-09 3.9277e-09 6.57578e-09
threshold=-0.083174999999999985 0.11233000000000001 0.092400000000000024 0.049580000000000006 -0.094369999999999996 0.089725000000000013 -0.41094499999999995 0.08709500000000002 0.084245000000000014 -0.0087749999999999981 0.11846000000000001 0.10480500000000002 0.094315000000000024 0.10331000000000001 0.083550000000000013 -0.094284999999999994 0.092165000000000011 -0.10224499999999999 0.10670500000000001 -0.095504999999999993 0.089785000000000018 -0.085024999999999989 -0.0087049999999999992 -0.016279999999999996 0.094165000000000013 0.089625000000000024 -0.070154999999999981 -0.061919999999999996 0.088500000000000009 -0.011194999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 7 -7 8 -1 -6 11 12 13 14 15 -2 20 18 -18 -19 27 -21 -23 -24 25 26 -25 -17 29 -29
right_child=1 -3 -4 -5 9 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 17 19 -20 21 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-7.7883708297576968e-07 1.5661957645947539e-06 2.8514434745829932e-06 -2.0637069046642863e-06 -1.5947524870863985e-06 1.2657164366119641e-06 1.8873224618118912e-06 -9.7306306311598486e-07 -2.0317244167492155e-06 9.5492296850352429e-07 -2.8307903708732091e-07 1.0375838731609596e-06 -1.1000254807154777e-06 1.3418871335921896e-06 8.7331888778408037e-07 -1.5752847201611076e-06 -1.3758431671042425e-06 -8.5611914417427209e-06 4.1621342900684386e-06 1.5114092620520256e-07 9.6981689386020959e-07 2.4269766510087722e-06 -1.7922769008767621e-06 1.4846449009662767e-06 -2.0143161498253904e-06 -1.6527774340246992e-06 1.4321937070152756e-06 3.1241078243604945e-07 1.6441446914541302e-06 -1.3763976329528307e-06 1.376477082200365e-08
leaf_weight=25 22 20 25 21 34 25 28 23 20 21 24 29 21 32 20 22 20 22 55 31 20 24 26 20 32 22 29 25 20 2363
leaf_count=25 22 20 25 21 34 25 28 23 20 21 24 29 21 32 20 22 20 22 55 31 20 24 26 20 32 22 29 25 20 2363
internal_value=0 2.59326e-08 -3.38548e-07 -1.19619e-07 5.63913e-08 -2.24503e-07 3.76175e-07 -6.92678e-07 -8.27706e-09 6.74358e-07 6.30421e-09 -2.36504e-09 8.89899e-09 -1.0806e-09 -1.1171e-08 1.91937e-10 -1.24233e-08 -3.49825e-07 -2.17215e-06 3.13643e-07 2.62746e-08 -1.46503e-07 -3.72686e-07 -1.08576e-07 -5.10748e-07 3.96974e-09 -6.37274e-07 6.51575e-09 1.91453e-08 3.08332e-08
internal_weight=0 2899 222 197 176 121 53 68 45 55 2879 2855 2826 2805 2773 2753 2731 281 75 206 2450 184 153 129 103 71 49 2430 2408 2388
internal_count=3121 2899 222 197 176 121 53 68 45 55 2879 2855 2826 2805 2773 2753 2731 281 75 206 2450 184 153 129 103 71 49 2430 2408 2388
is_linear=0
shrinkage=0.1


Tree=7456
num_leaves=31
num_cat=0
split_feature=130 10 0 40 2 45 46 474 1429 153 475 157 13 157 52 157 52 1429 3 155 475 4 1429 156 151 376 13 42 2 128
split_gain=2.64562e-09 8.92419e-09 9.4618e-09 7.64221e-09 4.43452e-09 5.66958e-09 2.77039e-09 3.19861e-09 5.71284e-09 6.30548e-09 4.79281e-09 1.35969e-08 7.76678e-09 4.05009e-09 1.10198e-08 5.16442e-09 4.61469e-09 1.05456e-08 1.41866e-08 9.99142e-09 5.80292e-09 2.9633e-08 3.9541e-08 5.03439e-08 1.25076e-08 5.27788e-09 6.37453e-09 5.29682e-09 1.95938e-08 9.0127e-09
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 0.084955000000000017 0.11568500000000002 0.11475 0.08351500000000002 -0.24431999999999998 0.11933000000000001 -1.0000000180025095e-35 0.088145000000000015 -0.070154999999999981 0.0092650000000000024 -0.55061999999999989 -0.0079199999999999982 -0.085709999999999995 0.10022500000000002 -0.085719999999999977 -0.0092149999999999992 0.083715000000000026 0.086945000000000008 -0.54279999999999984 0.087010000000000018 -0.073839999999999975 -0.16797499999999996 0.10981000000000002 0.089290000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 8 9 10 12 13 -7 15 -15 16 17 -12 -19 20 21 22 -18 -24 -22 27 -27 28 29 -26
right_child=1 3 -4 4 -6 6 -8 -9 -10 -11 11 -13 -14 14 -16 -17 19 18 -20 -21 24 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-1.1464446421882714e-06 -9.5711570901628528e-09 -1.9133414731359589e-06 3.0295931145474247e-06 -1.6872784303245682e-06 1.4490234180119019e-06 2.6913473036637741e-07 7.9890191994859068e-07 -9.8859013745010151e-07 1.3302727690955864e-06 -1.7397391385795153e-06 -2.2749436350844416e-06 1.9459766501010263e-06 -2.4843827520726339e-06 -2.2482464112693347e-06 8.4873115895334201e-07 1.4663078562904276e-06 3.2264629361461197e-06 1.6452428806385593e-06 -1.8686665430323049e-06 2.1372236832658846e-06 -2.5210514229456751e-06 3.8772388190567574e-06 1.2130513357274967e-06 -5.7191601501926923e-06 -3.776260918328944e-06 -3.7614666562939933e-07 1.7551061260137305e-06 -9.0059416630862869e-09 1.3877881736312287e-06 -7.7414427096300648e-07
leaf_weight=20 21 21 20 20 21 21 43 33 32 21 29 36 20 27 20 24 21 27 20 22 20 23 22 20 20 23 36 2395 23 20
leaf_count=20 21 21 20 20 21 21 43 33 32 21 29 36 20 27 20 24 21 27 20 22 20 23 22 20 20 23 36 2395 23 20
internal_value=0 7.39244e-09 1.47295e-06 -1.22441e-08 8.92816e-10 -9.18364e-09 2.01112e-09 -9.58492e-09 1.47161e-09 -1.32418e-08 -6.04452e-10 1.49582e-08 -1.07404e-06 -9.94037e-09 -9.30384e-07 5.8195e-09 -7.06243e-09 -7.75331e-07 1.49962e-07 1.50126e-08 -2.78713e-09 8.05071e-07 -3.16514e-07 -2.088e-06 -3.01722e-08 -1.03797e-08 9.24279e-07 -3.28146e-08 -9.3792e-07 -2.2752e-06
internal_weight=0 3101 41 3060 3039 3018 2998 2955 2922 2890 2869 2828 41 2792 47 2745 2721 76 47 2645 2623 86 63 42 2537 2517 59 2458 63 40
internal_count=3121 3101 41 3060 3039 3018 2998 2955 2922 2890 2869 2828 41 2792 47 2745 2721 76 47 2645 2623 86 63 42 2537 2517 59 2458 63 40
is_linear=0
shrinkage=0.1


Tree=7457
num_leaves=31
num_cat=0
split_feature=43 158 158 457 159 130 130 2 4 15 42 0 43 43 2 1372 150 0 0 0 457 42 2 2 1 3 3 132 4 393
split_gain=2.81174e-09 1.1393e-08 1.06029e-08 1.0219e-08 1.07028e-08 9.61463e-09 1.64059e-08 2.43052e-08 2.74198e-08 1.52846e-08 1.04406e-08 1.29279e-08 8.29785e-09 3.27277e-08 1.99475e-08 1.38205e-08 6.76851e-09 9.01904e-09 2.34772e-08 2.1204e-08 1.44877e-08 1.87244e-08 1.38284e-08 1.18545e-08 1.08147e-08 5.20295e-09 3.85555e-08 1.76908e-08 1.36392e-07 9.96774e-08
threshold=-0.088704999999999992 0.10667500000000002 0.090905000000000014 0.085360000000000005 0.091070000000000012 0.085235000000000019 0.089005000000000015 0.10912000000000001 -0.015039999999999998 0.084195000000000006 -0.089234999999999995 -0.080309999999999979 -0.085739999999999997 -0.086304999999999979 0.088055000000000008 -0.087494999999999976 0.10571000000000001 -0.080434999999999993 -0.090809999999999988 -0.097734999999999989 -0.010114999999999997 0.080840000000000009 0.10097500000000002 0.092235000000000025 0.090740000000000015 -0.083924999999999986 -0.083344999999999989 -0.083284999999999984 -0.065794999999999979 0.091220000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 10 -7 8 9 -8 11 -1 13 14 -2 -14 17 18 19 -12 -20 -22 23 24 -19 -17 -27 28 -28 -29
right_child=12 -3 -4 -5 -6 6 7 -9 -10 -11 16 -13 15 -15 -16 25 -18 22 20 -21 21 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-2.7576834562406196e-06 1.72395587014762e-06 -1.7655790070847389e-06 2.3578533963212561e-06 1.9383739186196181e-06 -1.7361079873505029e-06 3.5248201590948593e-06 2.9802185804328473e-06 3.2813495774620531e-06 -3.3998978417250991e-06 -5.438066395413444e-07 -3.6375495619722642e-07 -2.558264055170544e-08 2.5443128552502632e-06 -4.5556493932963345e-06 -1.628694990864056e-06 2.0874895318231474e-07 2.0010813068438438e-06 -7.9358804973914876e-07 4.2195174674104596e-07 3.1570688940099415e-06 -5.6890892873677028e-07 -4.4077632571349607e-06 -8.7351868671703414e-07 3.6462890453289479e-06 2.4193665706206957e-06 -3.3600083417203076e-06 8.6418211253658228e-06 -4.92766802243186e-08 -4.9714551889511331e-07 -7.1523744168189299e-06
leaf_weight=29 35 28 24 32 30 21 20 23 22 32 50 43 21 20 36 656 20 22 23 26 24 27 31 21 20 36 20 1620 89 20
leaf_count=29 35 28 24 32 30 21 20 23 22 32 50 43 21 20 36 656 20 22 23 26 24 27 31 21 20 36 20 1620 89 20
internal_value=0 2.01235e-07 3.03218e-07 2.07654e-07 9.32262e-08 2.14107e-07 9.90653e-07 4.42019e-07 -4.40476e-07 8.11588e-07 -5.86082e-08 -1.12601e-06 -4.47643e-08 -9.82501e-07 2.40202e-08 -1.01038e-08 2.32502e-07 8.75365e-08 -3.9375e-07 8.40737e-07 -1.6616e-06 -2.60124e-06 8.55547e-07 1.70636e-06 7.3639e-07 -3.20796e-08 -1.20586e-07 -5.39081e-08 1.17973e-06 -1.359e-07
internal_weight=0 568 540 516 484 454 118 97 74 52 336 72 2553 91 71 2462 264 244 150 76 74 51 94 63 42 2441 1785 1749 109 1640
internal_count=3121 568 540 516 484 454 118 97 74 52 336 72 2553 91 71 2462 264 244 150 76 74 51 94 63 42 2441 1785 1749 109 1640
is_linear=0
shrinkage=0.1


Tree=7458
num_leaves=31
num_cat=0
split_feature=132 399 1203 1185 1185 1203 393 129 394 394 52 1186 129 129 16 1209 402 0 1209 1213 1213 42 42 1213 12 12 483 51 52 4
split_gain=3.08121e-09 1.39861e-08 1.13597e-08 3.45675e-09 4.63059e-09 4.8463e-09 1.01972e-08 4.50678e-09 4.37381e-09 3.90975e-09 4.27041e-09 3.67395e-09 6.08323e-09 9.67146e-09 1.49856e-08 3.58659e-09 1.07839e-08 1.48692e-08 7.07842e-09 3.77429e-09 4.55026e-08 4.01783e-08 6.89744e-08 3.55134e-08 8.28975e-09 1.25106e-08 6.52641e-09 5.31306e-09 1.27849e-08 6.43617e-09
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.093750000000000014 0.085905000000000009 0.088820000000000024 0.09389500000000002 -0.077709999999999987 -0.11103499999999998 -0.08151499999999999 -0.065544999999999978 -0.087099999999999997 0.10532000000000001 0.093925000000000008 -0.076669999999999988 0.088060000000000013 -0.088494999999999976 -0.079119999999999982 0.086270000000000013 -0.085284999999999986 -0.082414999999999974 0.087505000000000013 0.085935000000000025 -0.091914999999999983 0.087995000000000004 0.094375000000000014 -0.47181499999999993 -0.46007999999999993 -0.070154999999999981 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 7 -2 -9 10 -10 -11 13 15 -15 18 17 -17 19 21 -21 22 -13 24 -23 -26 -22 28 -28 -29
right_child=1 -3 -4 -5 -6 -7 -8 8 9 11 -12 12 -14 14 -16 16 -18 -19 -20 20 26 23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-1.3273862348875568e-07 -1.1349179187293755e-06 1.9329692807595598e-06 -2.6346186774617312e-06 -1.2191917864148981e-06 1.123105971754666e-06 -1.1099195303242409e-06 1.8462819127762488e-06 1.4114011678016555e-06 4.7626098194086811e-08 1.2170024444912998e-06 -2.0188701103052157e-06 9.6025419514833136e-08 -1.4168396961622421e-06 -4.0816584574020541e-07 3.3264929979540371e-06 1.3700061075323018e-06 2.2025670236401094e-06 -1.484642257002781e-06 -1.8620642988155723e-06 -4.801483487000269e-06 1.6655126965697098e-06 1.8719245761644743e-06 6.5970806076620651e-06 -4.4354443244546104e-06 -1.9500769249996915e-06 1.0133838536826748e-06 5.2179570957378025e-07 -1.3503590855892877e-07 -2.9715924461015677e-06 2.2490596341551695e-07
leaf_weight=196 35 38 20 23 37 39 30 22 20 25 20 51 30 21 22 36 29 37 21 20 23 20 24 22 29 28 22 1387 20 774
leaf_count=196 35 38 20 23 37 39 30 22 20 25 20 51 30 21 22 36 29 37 21 20 23 20 24 22 29 28 22 1387 20 774
internal_value=0 2.70837e-08 -3.64394e-07 1.82259e-09 1.16972e-08 -2.95267e-09 1.2644e-08 -7.44695e-09 7.15219e-09 -4.37092e-09 -9.85622e-07 1.04909e-08 -1.03923e-09 1.53854e-08 1.50259e-06 -9.76201e-09 5.71205e-07 -7.68705e-08 -3.40384e-08 -1.81753e-08 -5.29354e-08 4.30508e-07 2.17636e-06 -8.92109e-07 1.20273e-07 -4.94342e-07 -1.0271e-08 -2.77667e-08 -1.14172e-06 -6.11642e-09
internal_weight=0 2905 216 2867 2844 2807 2768 2738 2703 2681 40 2641 2616 2586 43 2543 102 73 2441 2420 2246 174 75 99 77 57 2226 2203 42 2161
internal_count=3121 2905 216 2867 2844 2807 2768 2738 2703 2681 40 2641 2616 2586 43 2543 102 73 2441 2420 2246 174 75 99 77 57 2226 2203 42 2161
is_linear=0
shrinkage=0.1


Tree=7459
num_leaves=31
num_cat=0
split_feature=448 1348 148 147 147 2 34 9 1 120 1 10 16 51 9 44 1429 156 1429 51 457 52 1374 1375 52 52 1375 13 3 150
split_gain=2.74041e-09 6.87695e-09 2.83037e-09 3.29621e-09 9.47712e-09 5.43001e-09 3.15572e-09 5.2763e-09 5.3611e-09 1.31976e-08 7.47109e-09 4.9588e-09 6.69258e-08 6.35801e-08 7.87509e-09 3.61804e-09 6.38785e-09 9.59461e-09 4.88128e-09 3.65658e-09 1.90832e-08 1.1387e-08 5.24346e-09 6.08971e-09 1.71401e-08 1.33847e-08 6.5281e-09 5.20882e-09 4.85474e-09 5.32927e-09
threshold=0.068920000000000023 0.091105000000000005 -0.098399999999999974 0.094075000000000006 0.088520000000000015 0.090310000000000015 -0.097449999999999981 -0.092939999999999981 0.16540500000000002 1.0000000180025095e-35 0.15022500000000003 -0.011559999999999999 -0.056919999999999991 0.081440000000000026 0.085555000000000006 0.084760000000000016 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.123935 0.41022000000000008 -0.049749999999999996 -0.096434999999999979 0.08456000000000001 -0.080979999999999983 -0.0027449999999999996 0.083715000000000026 -0.078279999999999975 0.31299000000000005 0.11156000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -8 9 10 11 12 13 -9 15 16 -13 18 -18 20 22 -21 -20 26 -25 -26 28 -23 29 -24
right_child=-2 -3 3 -5 5 -7 7 8 -10 -11 -12 14 -14 -15 -16 -17 17 -19 19 21 -22 27 23 24 25 -27 -28 -29 -30 -31
leaf_value=-1.0668748349189627e-06 -1.1667965736705811e-06 1.5142279471547227e-06 9.9458602342624115e-07 -9.365993851379489e-07 1.9860771772073351e-07 2.3902898008670425e-06 -1.5625107711126807e-06 -7.3621530441414519e-06 1.5126707227330412e-06 -2.1066303717513318e-06 1.7587079031026559e-06 -1.8047299136014773e-06 3.2812373083288553e-06 2.7209522220535598e-07 1.4569044562474146e-06 1.0623067473422833e-06 -1.5837012415431674e-06 2.1711662157031242e-06 -1.4851225406194621e-06 -2.2419685963844436e-06 3.0871580509028718e-06 1.0831003989627182e-06 2.7140903930763415e-08 2.9109574688424836e-06 -1.6426040368624574e-06 1.4820409185963749e-06 -1.470662924189568e-06 -5.1785824904895671e-07 -1.233311633619394e-06 -1.1231481122616437e-06
leaf_weight=25 20 30 31 37 20 26 22 20 23 30 24 20 25 24 37 31 20 20 24 30 20 30 2283 27 29 26 31 63 32 41
leaf_count=25 20 30 31 37 20 26 22 20 23 30 24 20 25 24 37 31 20 20 24 30 20 30 2283 27 29 26 31 63 32 41
internal_value=0 7.52929e-09 -7.18935e-09 1.508e-09 1.30434e-08 1.43738e-06 -9.06923e-09 -1.96809e-08 -8.01686e-09 -2.01318e-08 1.77753e-09 -1.31065e-08 -8.50461e-07 -3.19802e-06 7.79713e-09 -1.18644e-08 -2.42158e-08 -1.09085e-08 -2.73398e-08 -1.55313e-08 1.05255e-08 -5.47895e-07 -1.41566e-08 1.41955e-10 8.4748e-07 -1.65499e-07 -2.89664e-08 -1.41998e-09 -9.99676e-09 6.84751e-09
internal_weight=0 3101 3071 3046 3009 46 2963 2932 2910 2887 2857 2833 69 44 2764 2727 2696 2676 2656 2636 2513 123 2493 2469 82 55 2387 93 2356 2324
internal_count=3121 3101 3071 3046 3009 46 2963 2932 2910 2887 2857 2833 69 44 2764 2727 2696 2676 2656 2636 2513 123 2493 2469 82 55 2387 93 2356 2324
is_linear=0
shrinkage=0.1


Tree=7460
num_leaves=31
num_cat=0
split_feature=33 34 34 47 47 47 43 159 484 49 43 52 52 0 4 43 42 457 1373 42 1374 2 49 43 43 52 2 52 50 128
split_gain=2.74269e-09 4.45112e-09 5.46315e-09 3.96174e-09 3.28025e-08 2.92671e-08 4.09246e-09 1.02513e-08 1.34938e-08 1.20634e-08 2.16309e-08 1.57864e-08 1.20148e-08 1.15807e-08 9.32352e-09 8.72428e-09 1.77796e-08 3.61719e-08 1.38543e-08 4.86803e-08 1.63029e-08 8.71743e-09 1.68963e-08 8.40259e-09 1.69966e-08 6.89593e-09 1.59344e-08 1.30161e-08 1.20557e-08 1.60285e-08
threshold=-0.009184999999999997 -0.112215 -0.085644999999999985 0.094160000000000008 0.090100000000000013 0.096475000000000019 -0.088704999999999992 0.11084000000000001 0.087825000000000014 -0.067649999999999988 -0.09225499999999999 -0.019749999999999993 -0.012164999999999999 -0.091354999999999978 -0.0096849999999999974 -0.085739999999999997 0.083595000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 0.083995000000000014 -0.096434999999999979 0.11474000000000002 0.097940000000000013 -0.084999999999999978 -0.084359999999999991 0.089575000000000016 0.090425000000000019 0.086965000000000015 0.090630000000000016 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -5 7 8 9 13 21 -12 -10 -4 -15 16 -8 -18 20 -20 -17 22 25 -22 -25 27 -27 28 29 -11
right_child=1 2 3 5 -6 -7 15 -9 12 10 11 -13 -14 14 -16 18 17 -19 19 -21 23 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-9.3591834669378824e-07 -1.4079388791478985e-06 1.6669091417043091e-06 4.9969541585210906e-07 3.9509811889123137e-06 -2.98730172464791e-06 8.7199968089346124e-08 1.1367066515314642e-06 -1.8908482406995326e-06 4.3017417694846657e-07 2.9750100109100823e-07 7.3259435321336817e-07 4.6144515874857466e-06 3.8548930311321786e-06 -6.7919643197456029e-07 -3.5759474553742626e-06 -2.3676548232742789e-06 6.6077753520706517e-07 -4.6748216248117923e-06 4.3247794060145382e-06 -1.4209235642142474e-06 -1.5336048215254374e-06 1.6040511612927147e-06 -2.6889723228991485e-06 2.8378014251627194e-06 -2.216931225002855e-08 -2.6643578130460812e-06 6.2197741562562844e-07 2.7844005434086616e-06 2.5038713640412884e-06 -2.7449926045619579e-06
leaf_weight=31 22 20 33 21 37 295 24 21 21 129 22 20 20 25 20 30 24 27 30 29 36 37 22 21 1981 25 36 22 20 20
leaf_count=31 22 20 33 21 37 295 24 21 21 129 22 20 20 25 20 30 24 27 30 29 36 37 22 21 1981 25 36 22 20 20
internal_value=0 9.39439e-09 1.95578e-08 8.7484e-09 -3.00254e-08 3.4397e-07 1.05754e-08 2.71009e-07 3.67194e-07 2.02283e-07 4.50971e-07 2.5811e-06 2.10077e-06 -9.23191e-07 -1.96664e-06 -4.77325e-08 -1.10774e-06 -2.16395e-06 -1.03556e-08 1.50062e-06 -5.34637e-08 1.63301e-07 -3.12523e-08 -1.93981e-08 7.83038e-09 2.00771e-07 -7.24881e-07 4.96398e-07 1.98552e-07 -1.10887e-07
internal_weight=0 3090 3068 3048 2732 316 2695 493 472 431 353 42 41 78 45 2202 75 51 2127 59 2068 311 274 2038 2002 252 61 191 169 149
internal_count=3121 3090 3068 3048 2732 316 2695 493 472 431 353 42 41 78 45 2202 75 51 2127 59 2068 311 274 2038 2002 252 61 191 169 149
is_linear=0
shrinkage=0.1


Tree=7461
num_leaves=31
num_cat=0
split_feature=3 132 399 399 1 403 1210 0 13 3 3 12 1210 403 3 4 3 3 52 2 3 3 15 2 480 160 2 1 1 47
split_gain=2.78668e-09 1.05243e-08 9.07977e-08 7.40461e-08 1.32202e-08 9.28313e-09 1.49863e-08 9.16875e-09 2.01429e-08 9.05364e-09 4.25473e-08 4.237e-08 4.05765e-08 1.4542e-08 3.32706e-08 2.73103e-08 1.64966e-08 2.25296e-08 1.97593e-08 1.33164e-08 1.03167e-08 2.10641e-08 1.43428e-08 1.32112e-08 9.48355e-09 1.67716e-08 1.00232e-08 2.05424e-08 2.16152e-07 6.98775e-08
threshold=-0.081734999999999988 -0.083284999999999984 0.09141500000000001 0.091580000000000009 0.085475000000000009 -0.52336499999999997 -0.0074649999999999985 0.10455500000000001 -0.033284999999999988 -0.078724999999999976 -0.07908999999999998 0.084735000000000019 -0.077744999999999995 -0.0047449999999999992 -0.081459999999999991 -0.079329999999999984 -0.080734999999999987 -0.079594999999999985 1.0000000180025095e-35 0.09167500000000002 -0.077354999999999993 -0.077774999999999983 -0.077844999999999984 0.086330000000000004 0.11471500000000003 -0.53908999999999996 0.092755000000000018 0.094090000000000021 0.09202500000000001 0.085770000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 -2 9 -9 10 11 -7 -11 15 -15 -13 18 19 -16 -18 21 22 -14 -24 25 -22 27 28 29 -27
right_child=5 3 -4 -5 -6 7 -8 8 -10 12 -12 13 20 14 16 -17 17 -19 -20 -21 24 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=3.3995595034260382e-07 -3.1423892537532084e-06 1.224833442992703e-07 7.14404631906973e-06 -5.6016908420198279e-06 -2.5536192626418597e-06 -4.580341439464064e-06 4.8126406140692693e-07 -3.8418591873323748e-06 2.2866383805223685e-07 4.5782499046254087e-06 -4.5397906054252722e-06 4.0760046900345516e-06 2.3096719462500917e-06 -3.6020373663063767e-06 7.0906879064599112e-08 -4.7127587135621851e-07 -3.7766943146166913e-07 2.0950468588409879e-06 3.7980197203069116e-06 -3.0613919272162518e-06 -2.2981416773761558e-06 -3.0527090331133877e-06 -2.4413512196588275e-06 1.0068439740962277e-06 1.9388306512269081e-06 8.4803249264098212e-07 -1.0389710002671566e-07 -1.003664790432151e-07 1.0379641731639782e-05 -5.0714287760416965e-06
leaf_weight=75 25 1294 20 23 20 20 21 20 31 20 24 25 20 25 33 28 64 28 25 26 29 32 25 20 28 150 678 246 23 23
leaf_count=75 25 1294 20 23 20 20 21 20 31 20 24 25 20 25 33 28 64 28 25 26 29 32 25 20 28 150 678 246 23 23
internal_value=0 1.02626e-07 1.02005e-06 2.25167e-08 -2.69218e-07 -8.7003e-08 -1.48811e-06 -4.77753e-08 -1.36762e-06 -5.49389e-09 -5.02428e-07 -1.48791e-07 1.08947e-07 2.0015e-07 -1.88389e-07 1.67367e-06 2.96504e-07 -3.82252e-07 1.67742e-06 -1.15297e-06 3.87852e-08 -9.52476e-07 8.14852e-08 -9.0882e-07 1.20478e-07 7.61665e-08 1.37644e-07 5.08153e-07 1.27191e-06 6.10521e-08
internal_weight=0 1432 115 1317 95 1689 46 1643 51 1592 298 274 1294 254 201 53 176 118 58 90 1274 97 65 45 1177 1149 1120 442 196 173
internal_count=3121 1432 115 1317 95 1689 46 1643 51 1592 298 274 1294 254 201 53 176 118 58 90 1274 97 65 45 1177 1149 1120 442 196 173
is_linear=0
shrinkage=0.1


Tree=7462
num_leaves=31
num_cat=0
split_feature=132 393 15 2 2 0 1204 42 13 1420 157 1208 1208 403 42 402 132 1429 33 47 47 47 1419 157 3 50 128 1 42 403
split_gain=3.1401e-09 1.48916e-08 8.02748e-09 3.3475e-09 4.90889e-09 5.06194e-09 4.97705e-09 4.80748e-09 4.28011e-09 2.87098e-09 8.20536e-09 2.87285e-09 3.04176e-09 4.40196e-09 1.98926e-08 5.92887e-09 3.81796e-09 2.76135e-09 2.7177e-09 4.68846e-09 3.08417e-08 2.57382e-08 5.18676e-09 1.09279e-08 4.90255e-09 1.36927e-08 1.18755e-08 1.90975e-08 9.48575e-09 1.00005e-08
threshold=-0.083174999999999985 0.12069000000000002 0.091475000000000015 0.10497000000000002 0.090675000000000019 -0.087084999999999982 -0.084344999999999989 -0.049004999999999993 -0.011289999999999998 0.056520000000000008 0.63397500000000007 0.11846000000000001 0.10480500000000002 -0.53960999999999981 0.091205000000000008 0.23460000000000003 0.31127000000000005 0.11635000000000001 -0.009184999999999997 0.094160000000000008 0.090100000000000013 0.09717000000000002 0.086505000000000012 -0.06482499999999998 -0.094874999999999987 -0.46943999999999991 0.085955000000000018 0.08864000000000001 -0.106335 0.084910000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 5 8 -7 -8 -1 10 11 12 13 14 -2 16 17 18 -15 20 22 -21 24 -24 26 -26 28 -28 -20 -30
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 -12 -13 -14 15 -16 -17 -18 -19 19 21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-4.0513264152542393e-07 -9.7734223995108286e-07 2.6810358360221256e-06 -1.8837221313106055e-06 7.5958576303492012e-07 -1.5488781265823355e-06 -1.8118350369703599e-06 -8.526426650945496e-07 1.0427592492898997e-06 1.4438750147218667e-06 -1.1043746687154572e-06 2.0357691653316578e-06 1.0925723951042224e-06 -1.0250248494528558e-06 -9.2877904579279045e-07 2.8268858007625873e-06 -1.4879112979071109e-06 1.3778608285974771e-06 -9.472688262464559e-07 -1.2880878626577084e-06 3.4598982147144852e-06 -3.2196113338992898e-06 1.0223340866827745e-07 2.2072425200613289e-06 -6.3501000700701602e-07 -2.6854219612459929e-06 -5.4706943991573084e-08 4.1255080716950946e-06 -2.4455997710504107e-07 5.0077091825859715e-07 -1.4836523303886549e-06
leaf_weight=21 28 21 30 35 27 23 32 23 31 23 20 24 29 31 27 27 20 31 42 25 30 263 31 24 20 1842 20 20 273 28
leaf_count=21 28 21 30 35 27 23 32 23 31 23 20 24 29 31 27 27 20 31 42 25 30 263 31 24 20 1842 20 20 273 28
internal_value=0 2.77643e-08 -3.62463e-07 -1.24767e-07 -3.21915e-07 -6.70844e-08 -5.76581e-07 -6.002e-08 6.9716e-07 8.40405e-09 1.73686e-08 3.12949e-09 -6.17205e-09 4.44863e-09 8.90188e-07 -1.34156e-08 1.32939e-09 -8.94323e-09 2.03755e-09 1.30594e-08 -3.39894e-08 3.93697e-07 7.56222e-09 9.66987e-07 -1.59426e-08 -8.29638e-08 3.09889e-07 1.94047e-06 1.19733e-07 3.16173e-07
internal_weight=0 2899 222 192 157 130 78 55 52 2878 2855 2835 2811 2782 55 2727 2700 2680 2649 2618 2330 288 2300 55 2245 1862 383 40 343 301
internal_count=3121 2899 222 192 157 130 78 55 52 2878 2855 2835 2811 2782 55 2727 2700 2680 2649 2618 2330 288 2300 55 2245 1862 383 40 343 301
is_linear=0
shrinkage=0.1


Tree=7463
num_leaves=31
num_cat=0
split_feature=132 1185 15 50 1203 15 133 42 3 399 3 156 2 2 2 13 1348 447 50 1 15 15 475 151 151 151 13 15 130 33
split_gain=2.54335e-09 1.32984e-08 6.59667e-09 3.68248e-09 3.19871e-09 3.75103e-09 3.765e-09 6.47211e-09 2.46223e-09 2.44038e-09 2.53569e-09 1.17449e-08 9.25433e-09 2.96162e-08 2.56606e-08 9.42166e-09 8.74314e-09 6.84096e-09 6.81933e-09 1.3431e-08 5.49697e-09 5.8879e-09 5.4581e-09 5.01344e-09 1.195e-08 9.54767e-09 1.34375e-08 5.70094e-09 9.68709e-09 7.92015e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.09227500000000001 0.088310000000000013 0.084655000000000022 -0.37971999999999995 -0.015274999999999999 -0.089519999999999988 0.099080000000000015 0.11658 0.3248100000000001 0.11215000000000001 0.11474000000000002 0.10584500000000001 -0.39067499999999994 0.090600000000000014 0.090460000000000013 0.091320000000000012 0.122715 -0.43375999999999998 -0.14147499999999996 0.13528000000000004 0.09759000000000001 0.13340000000000005 0.057610000000000008 -0.011914999999999999 -0.56020999999999987 -0.22699999999999995 0.085305000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8 -9 10 11 16 14 -14 15 -12 17 22 19 -15 -21 -22 23 25 -25 27 -27 -3 -29 -30
right_child=1 9 -4 -5 -6 -7 7 8 -10 -11 12 -13 13 18 -16 -17 -18 -19 -20 20 21 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-7.1650648253905415e-07 2.5323118322939128e-06 1.6604423558419512e-06 -1.856420346939558e-06 -1.1942177500096868e-06 1.1400705031776496e-06 -1.0666743340455773e-06 1.5955691736304757e-06 5.7881222573996635e-07 -9.0981441741178067e-07 1.1074602218741348e-06 1.2559514159655574e-06 -2.3301057312478822e-06 -3.7104500052009828e-06 2.3243924767878012e-06 4.1989550460303218e-06 -1.4542557054305097e-06 -2.0925838862240198e-06 1.5897401496018843e-06 -8.8816794558965744e-07 -1.4252726680297202e-06 1.8244323411766218e-06 -3.1752304082463969e-07 1.6350895953110014e-06 2.1610795432907787e-06 -4.1950523777095923e-07 1.6255143849696692e-07 -3.3361961792858589e-06 -2.1732573464933447e-06 3.9169048503610063e-09 -1.6879332276533077e-06
leaf_weight=35 21 20 25 28 23 33 33 20 25 20 29 22 20 37 21 23 20 27 32 20 21 33 20 34 38 23 21 21 2348 28
leaf_count=35 21 20 25 28 23 33 33 20 25 20 29 22 20 37 21 23 20 27 32 20 21 33 20 34 38 23 21 21 2348 28
internal_value=0 2.49783e-08 -3.26218e-07 -1.32029e-07 4.39545e-08 -1.28721e-07 1.45194e-07 5.31855e-07 -2.48203e-07 6.68295e-09 -1.02018e-09 -2.92792e-08 3.12942e-07 -1.06126e-07 1.24867e-06 5.7206e-08 -9.81063e-09 6.3349e-09 3.97976e-07 7.68756e-07 -9.06263e-09 5.1546e-07 -1.04109e-08 -2.34034e-08 7.99104e-07 -4.7467e-08 -1.50731e-06 -2.08915e-08 -3.49202e-08 -1.60207e-08
internal_weight=0 2899 222 197 169 146 113 78 45 2878 2858 2622 236 163 73 52 2600 2580 143 111 74 54 2553 2533 72 2461 44 2417 2397 2376
internal_count=3121 2899 222 197 169 146 113 78 45 2878 2858 2622 236 163 73 52 2600 2580 143 111 74 54 2553 2533 72 2461 44 2417 2397 2376
is_linear=0
shrinkage=0.1


Tree=7464
num_leaves=31
num_cat=0
split_feature=130 40 4 132 1203 1185 50 16 16 2 130 52 1204 132 13 52 4 13 51 10 16 39 39 9 9 3 45 97 2 2
split_gain=3.1484e-09 5.36738e-09 3.21469e-09 2.97356e-09 7.91135e-08 4.771e-08 1.51047e-08 3.298e-09 5.60847e-09 4.29585e-09 6.17421e-09 3.40578e-09 4.43969e-09 2.6995e-09 2.56619e-09 9.9665e-09 6.8603e-09 6.00007e-09 1.50573e-08 5.32819e-09 5.21624e-08 7.4579e-08 6.89358e-09 1.97458e-08 2.0955e-08 5.31905e-09 6.86173e-09 5.13708e-09 7.99375e-09 4.45677e-09
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.097644999999999996 -0.090054999999999982 0.097385000000000013 0.087380000000000013 0.085815000000000016 -0.0076699999999999989 -0.037359999999999997 -0.41572999999999993 -0.089199999999999988 -0.0039549999999999993 -0.17933499999999997 0.081440000000000026 -0.011559999999999999 -0.056919999999999991 0.085060000000000011 -1.0000000180025095e-35 0.092235000000000011 1.0000000180025095e-35 0.14121000000000003 0.094030000000000016 -0.079444999999999988 -1.0000000180025095e-35 0.11682500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 7 -3 -9 10 11 12 -10 -7 15 -15 -17 18 -16 20 21 -19 -21 24 25 26 27 -24 -29 -30
right_child=1 2 -4 5 -6 13 -8 8 9 -11 -12 -13 -14 14 17 16 -18 19 -20 22 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=1.1656621629062222e-06 -1.641560358507377e-06 1.1936882872630254e-06 1.0498382451863828e-06 -4.6739684563590348e-06 6.1809130682734442e-06 8.7382070627687172e-07 -2.8832442029624876e-06 -1.4506528266885519e-06 -1.4012510979455329e-06 1.0607598754338218e-06 -1.6879322939447857e-06 1.1114486394742724e-06 6.8057014432486636e-07 -1.2724712126062819e-06 2.7763844554424245e-07 2.2706583171509858e-06 2.8955308857673989e-07 -7.5280711712366615e-06 -3.2417201094858689e-06 1.7806639789341716e-06 2.4342237822800659e-06 3.0437572274510584e-07 -1.1623146752674223e-06 -2.6869915713076706e-06 3.2557992835791087e-06 1.4571272097327893e-06 -1.7670462119150959e-06 1.5949816152271978e-06 4.923250346320033e-08 -4.1143138071171377e-07
leaf_weight=23 20 21 29 22 21 35 20 27 20 36 22 27 21 24 31 29 44 20 20 22 31 31 37 27 20 25 22 32 2129 233
leaf_count=23 20 21 29 22 21 35 20 27 20 36 22 27 21 24 31 29 44 20 20 22 31 31 37 27 20 25 22 32 2129 233
internal_value=0 -8.65963e-09 1.95051e-09 -8.01628e-09 3.50526e-07 -3.52169e-08 -2.80599e-07 1.8556e-08 -1.42737e-07 1.37531e-07 -2.31761e-07 2.39354e-07 -3.34952e-07 1.07491e-09 -9.92477e-09 4.95362e-07 1.07657e-06 -2.82131e-08 -1.1025e-06 -7.37299e-09 -8.00791e-07 -2.76717e-06 1.81709e-08 2.81451e-09 3.18877e-08 5.8674e-09 -8.92326e-09 6.98735e-09 2.50593e-08 3.79022e-09
internal_weight=0 3098 3078 3049 215 2834 194 174 153 126 90 68 41 2812 2777 97 73 2680 51 2629 82 51 2547 2525 2498 2478 2453 2431 2394 2362
internal_count=3121 3098 3078 3049 215 2834 194 174 153 126 90 68 41 2812 2777 97 73 2680 51 2629 82 51 2547 2525 2498 2478 2453 2431 2394 2362
is_linear=0
shrinkage=0.1


Tree=7465
num_leaves=31
num_cat=0
split_feature=33 9 16 13 2 97 2 0 43 1444 483 12 1444 401 402 12 16 12 15 13 2 16 0 52 42 12 160 52 151 1446
split_gain=2.7315e-09 3.74662e-09 1.37845e-07 5.53289e-08 3.19348e-09 2.95008e-09 8.51716e-09 1.59696e-08 2.90945e-09 1.04043e-08 8.2454e-09 1.94118e-08 7.52966e-09 7.36687e-09 1.65316e-08 8.11186e-09 1.17114e-08 1.16848e-08 1.26896e-08 1.1523e-08 1.30943e-08 1.06657e-08 3.15015e-08 1.7572e-08 1.74288e-08 2.81977e-08 1.66462e-08 5.36029e-08 1.87949e-08 1.56112e-08
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.076384999999999995 -0.045829999999999989 -0.086464999999999986 -0.0050599999999999994 1.0000000180025095e-35 -0.079734999999999986 -0.082369999999999985 0.10143000000000001 0.22926500000000002 -0.083144999999999983 0.11769000000000002 0.089785000000000018 0.10645 -0.082039999999999988 0.097145000000000023 0.11601500000000002 0.10935500000000002 0.095195000000000016 -0.0094449999999999968 -0.077259999999999981 -0.14488499999999996 0.087745000000000004 0.088245000000000004 -0.085764999999999994 -0.016949999999999996 -0.15147499999999997 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 7 -7 9 -8 11 13 -10 14 15 17 -17 18 21 20 -19 22 23 -11 29 -26 27 -23 -28 -25
right_child=1 2 -4 -5 5 6 8 -9 12 10 -12 -13 -14 -15 -16 16 -18 19 -20 -21 -22 26 -24 24 25 -27 28 -29 -30 -31
leaf_value=-9.3401749543244792e-07 -8.9411367767411329e-07 9.2749463350549425e-07 7.6313688079210352e-06 -6.2641998675871951e-06 -1.1757051679307465e-06 3.4673498569759431e-06 2.3938073340801229e-06 -4.8098275280088801e-07 -1.8744893974025734e-06 2.8257148583179514e-06 -1.4171453273296006e-06 3.2278950038744368e-06 -5.4484803659234733e-08 1.9276915904378084e-06 -2.5556265049075934e-06 -2.5002580628097348e-06 4.186821641909504e-07 2.4176591796276628e-06 -2.2392470545246792e-06 3.3308682377124073e-06 -1.0468953538141554e-06 4.9901236509512001e-06 4.0272019608285825e-06 -1.5956491084955855e-08 -7.2200357294605054e-07 3.8985722020307939e-06 -3.5171954931456643e-06 -1.4743445388313408e-06 -3.3638317970313718e-07 -2.6471601181583539e-06
leaf_weight=31 40 23 20 20 21 20 20 21 23 25 35 20 1948 21 24 28 27 20 23 22 24 23 24 230 25 28 20 29 261 25
leaf_count=31 40 23 20 20 21 20 20 21 23 25 35 20 1948 21 24 28 27 20 23 22 24 23 24 230 25 28 20 29 261 25
internal_value=0 9.36358e-09 7.72631e-07 -2.41748e-06 -6.52207e-09 5.36399e-09 1.37262e-08 1.44503e-06 -6.33652e-09 1.37018e-07 8.86929e-08 1.47318e-07 -7.57228e-08 7.72257e-08 3.19346e-08 1.06397e-07 -1.06732e-06 1.89265e-07 7.14318e-08 1.46222e-06 5.27902e-07 1.48454e-07 5.2817e-07 2.75987e-07 6.9029e-08 1.71906e-06 -2.58628e-07 1.38494e-06 -5.62776e-07 -2.73918e-07
internal_weight=0 3090 63 43 3027 2987 2966 41 2925 954 934 899 1971 879 858 834 55 779 713 66 44 690 357 333 308 53 333 52 281 255
internal_count=3121 3090 63 43 3027 2987 2966 41 2925 954 934 899 1971 879 858 834 55 779 713 66 44 690 357 333 308 53 333 52 281 255
is_linear=0
shrinkage=0.1


Tree=7466
num_leaves=31
num_cat=0
split_feature=142 11 34 13 34 30 9 13 10 4 2 147 147 147 44 1429 156 13 3 52 160 130 2 2 12 12 13 3 2 2
split_gain=2.6706e-09 7.16146e-09 3.99924e-09 8.96766e-09 5.31947e-09 1.65501e-08 1.16095e-08 1.99494e-08 8.81218e-09 1.08517e-07 5.39317e-09 3.63705e-09 6.17283e-09 3.66046e-09 3.29481e-09 5.62989e-09 1.01742e-08 3.27781e-09 2.86644e-08 1.05109e-08 6.38995e-09 1.12792e-08 8.23124e-09 2.26838e-08 9.69555e-09 1.68367e-08 6.50595e-09 4.57248e-09 6.00762e-09 6.25267e-08
threshold=-0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.087020000000000014 0.091600000000000015 -1.0000000180025095e-35 -0.0093599999999999985 0.053180000000000012 -0.055814999999999997 0.099230000000000013 0.093875000000000014 0.090425000000000019 0.084760000000000016 -0.23752499999999996 0.32523500000000005 0.095710000000000017 -0.24124499999999996 -0.54906499999999991 -0.054789999999999998 0.098730000000000026 0.090425000000000019 0.080205000000000012 0.086095000000000019 0.10866500000000003 0.26424500000000006 -0.16726499999999997 0.093175000000000022 0.092635000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 8 -8 9 -6 -10 12 13 14 15 -12 17 18 -17 -19 26 22 23 -22 -24 -26 -21 -20 29 -29
right_child=1 2 4 -5 6 -7 7 -9 10 -11 11 -13 -14 -15 -16 16 -18 19 27 20 21 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=1.0508130916520031e-06 -1.8059355335770473e-06 6.4901743454273941e-07 3.2706574728535998e-06 -2.0283898051773044e-06 -2.1190191127492365e-06 -4.4306139159289158e-07 3.7967002487240952e-07 -3.9386994245660388e-06 -1.4919864023947109e-06 6.4700586288897924e-06 -1.6785827415333189e-06 1.0734649642074601e-06 -1.6302173800953747e-06 1.3627666029947251e-06 9.9827576363939881e-07 -3.8171826020061417e-06 2.2525098029291259e-06 2.2352291698378113e-06 1.4899811981194944e-06 -1.7466208367622472e-06 1.6082816355031891e-06 -1.4771890505471675e-06 1.3222301691317996e-07 -1.9540527084631543e-06 4.4770000959899686e-06 5.9979255221757443e-07 5.1859070404296813e-07 2.4756679983343264e-09 -2.4881290898334308e-07 4.8562470241180295e-06
leaf_weight=24 22 22 20 29 38 30 23 20 24 24 20 32 23 20 33 20 20 26 20 32 39 27 32 33 21 24 21 1559 816 27
leaf_count=24 22 22 20 29 38 30 23 20 24 24 20 32 23 20 33 20 20 26 20 32 39 27 32 33 21 24 21 1559 816 27
internal_value=0 -8.13569e-09 4.72661e-09 -8.7343e-07 1.95368e-08 1.04243e-06 2.33959e-09 -1.62887e-06 2.62707e-08 1.20579e-06 7.81056e-10 1.33738e-08 1.31448e-09 1.47644e-08 5.03152e-09 -6.94402e-09 5.36101e-09 -1.13031e-08 -4.69276e-08 3.29854e-07 1.13523e-07 4.03399e-07 7.44177e-07 -2.44549e-08 1.4629e-06 2.40916e-06 -8.49084e-07 -1.57942e-08 -2.83318e-08 8.51061e-08
internal_weight=0 3097 3075 51 3024 50 2974 43 2931 62 2869 2845 2813 2790 2770 2737 2717 2697 2442 255 229 176 149 72 77 45 53 2422 2402 1586
internal_count=3121 3097 3075 51 3024 50 2974 43 2931 62 2869 2845 2813 2790 2770 2737 2717 2697 2442 255 229 176 149 72 77 45 53 2422 2402 1586
is_linear=0
shrinkage=0.1


Tree=7467
num_leaves=31
num_cat=0
split_feature=447 1348 0 457 1374 1375 3 150 160 3 4 0 15 0 52 120 15 9 9 41 41 13 4 34 2 13 2 13 42 52
split_gain=2.70779e-09 4.97098e-09 4.30275e-09 3.21387e-09 4.01271e-09 3.99648e-09 3.9606e-09 2.18737e-08 1.11067e-08 9.40787e-09 8.26082e-09 1.13952e-08 7.40319e-09 7.04198e-09 7.14774e-09 4.70909e-09 6.91222e-09 7.51917e-09 1.06571e-08 5.75691e-09 1.20296e-08 6.00614e-09 1.48345e-08 6.00507e-09 1.44219e-08 5.05442e-09 1.89119e-08 1.35657e-08 1.18017e-08 6.22165e-09
threshold=0.10419500000000002 0.091105000000000005 -0.26609999999999995 0.41022000000000008 -0.096434999999999979 -0.16449999999999998 0.090900000000000009 0.090480000000000019 0.086325000000000013 0.086245000000000016 -0.059649999999999988 -0.071924999999999989 -0.093959999999999988 0.048635000000000005 -0.12005499999999998 1.0000000180025095e-35 -0.56020999999999987 0.092890000000000014 0.088235000000000022 0.086565000000000017 0.090905000000000014 -0.13710499999999998 -0.073104999999999989 -0.08786999999999999 -0.055814999999999997 -0.097224999999999992 0.092120000000000021 -0.094514999999999988 0.085730000000000015 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 9 8 10 15 11 -8 -12 14 -13 16 -7 18 19 21 -21 22 -18 -23 -25 26 28 -27 -26 -29
right_child=-2 -3 3 -5 5 6 7 -9 -10 -11 12 13 -14 -15 -16 -17 17 -19 -20 20 -22 23 -24 24 25 27 -28 29 -30 -31
leaf_value=-1.4647071202489315e-06 -1.1598341468754825e-06 1.5789335682292461e-06 -1.2905721774814084e-06 1.1139030819916885e-06 -1.3670898765450972e-06 1.8148535769482588e-06 2.9511244726811791e-06 2.5703276034432634e-06 -2.0172681923706175e-06 -2.1823508041052268e-06 2.2229784954507682e-07 9.4204900221939173e-07 -1.3421433317658781e-06 1.4954779128828479e-06 -1.617657344847127e-06 -1.3445897711068694e-06 -2.7662917756498687e-06 1.5946067575527947e-06 -2.1675883960162301e-06 2.9474289791764362e-06 1.47887078755406e-07 1.5997508789357948e-06 3.5343274833264463e-07 -2.6329079256962967e-06 1.6330496282535025e-06 -1.8296083669888393e-06 3.193260106053972e-06 9.9106490357142408e-08 -1.4826924598310144e-06 -2.8954168708679723e-07
leaf_weight=20 20 20 24 26 21 21 22 39 24 20 102 20 43 32 24 26 27 29 23 20 66 23 35 21 20 41 23 1716 31 542
leaf_count=20 20 20 24 26 21 21 22 39 24 20 102 20 43 32 24 26 27 29 23 20 66 23 35 21 20 41 23 1716 31 542
internal_value=0 7.48214e-09 -2.71877e-09 6.83358e-09 -2.65037e-09 7.61536e-09 1.72705e-08 3.5813e-07 3.50001e-08 -2.15906e-08 2.37693e-07 9.46911e-07 -2.4164e-07 3.66743e-07 -4.54154e-07 -5.36863e-09 7.83067e-09 -6.66971e-09 -2.46129e-08 -5.39715e-09 7.98943e-07 -3.33009e-08 -1.00516e-06 -8.37116e-09 -2.3821e-08 -7.31686e-10 8.12737e-07 -2.69155e-08 -2.60833e-07 5.81716e-09
internal_weight=0 3101 3081 3061 3035 3011 2990 306 267 2684 243 98 145 76 44 2664 2638 2617 2588 2565 86 2479 62 2417 2394 2373 74 2299 51 2258
internal_count=3121 3101 3081 3061 3035 3011 2990 306 267 2684 243 98 145 76 44 2664 2638 2617 2588 2565 86 2479 62 2417 2394 2373 74 2299 51 2258
is_linear=0
shrinkage=0.1


Tree=7468
num_leaves=31
num_cat=0
split_feature=96 34 33 97 9 16 9 0 45 16 151 52 151 42 484 483 160 457 160 12 12 132 133 133 133 16 16 151 1213 52
split_gain=2.86023e-09 5.44049e-09 1.65897e-08 4.65608e-08 9.18398e-09 2.71438e-08 9.71744e-09 3.89438e-09 2.88833e-09 2.93109e-09 1.68816e-08 1.09933e-08 1.02842e-08 1.30973e-08 9.40565e-09 1.73316e-08 8.64524e-09 1.2516e-08 8.89228e-09 8.44033e-09 2.7946e-08 1.40943e-08 1.81785e-08 1.69015e-08 1.74361e-08 1.2306e-08 1.00732e-08 9.38313e-09 9.0194e-09 4.88372e-08
threshold=0.086110000000000006 -0.057544999999999992 0.085305000000000006 -0.084639999999999979 0.091600000000000015 -0.059624999999999991 0.081890000000000004 -0.055064999999999996 0.094030000000000016 -0.083134999999999987 0.093155000000000016 -0.080979999999999983 0.099460000000000007 0.088200000000000014 0.10126500000000001 0.096720000000000014 0.099315000000000014 0.10613500000000002 0.11655500000000001 0.084405000000000022 0.082480000000000012 0.088890000000000011 0.12032500000000002 0.26753000000000005 0.18829500000000002 -0.5224049999999999 -0.105305 -0.091174999999999992 -0.084954999999999989 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 8 -2 9 10 11 -3 -11 -14 15 16 17 19 -18 20 26 23 -23 24 25 -21 27 -13 29 -27
right_child=7 4 -4 -5 5 -7 -8 -9 -10 12 -12 14 13 -15 -16 -17 18 -19 -20 21 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-9.2905455263784611e-07 -1.7859840562821428e-06 1.6534261236403028e-06 -1.2735901328181607e-06 5.603994455611883e-06 5.5017755935674969e-07 -4.2058566180003259e-06 2.0619212670641469e-06 7.872221511699233e-08 -8.7953566284758806e-07 4.256472840710534e-08 -2.6433680309659956e-06 -1.6724284977461443e-06 2.7385627994647168e-06 -3.8992003559858697e-07 -2.0408745303939215e-06 2.374720779536282e-06 -2.8770839236358373e-06 2.3908750108603272e-06 -3.0923724990218815e-08 2.5788686636068245e-06 -3.6024594964244121e-06 -3.8753147418901791e-06 2.9027901033177019e-07 -2.2284203123700976e-06 3.0294693843920275e-06 2.8160005644470065e-06 -2.3919932707450189e-06 2.4331831622831722e-07 -1.3442954274313893e-07 -1.5578074626571632e-06
leaf_weight=24 21 36 23 20 30 20 23 24 37 1839 26 30 32 23 25 28 23 20 21 21 28 20 22 27 23 59 20 173 358 45
leaf_count=24 21 36 23 20 30 20 23 24 37 1839 26 30 32 23 25 28 23 20 21 21 28 20 22 27 23 59 20 173 358 45
internal_value=0 1.15862e-08 9.02836e-07 2.04051e-06 -8.25884e-09 -1.35224e-06 1.44511e-08 -7.91474e-07 -1.5883e-09 9.61697e-09 -1.28421e-07 -6.16295e-08 8.28629e-08 1.43029e-06 -1.27103e-07 -7.49855e-08 -1.52055e-07 -8.0977e-08 -1.51869e-06 -1.40828e-07 -6.24651e-07 7.03712e-08 -1.69334e-06 2.0935e-07 3.39429e-07 2.11332e-07 -2.50756e-07 -3.9797e-08 1.03716e-07 9.23487e-07
internal_weight=0 3076 67 44 3009 50 2959 45 2936 2899 1005 979 1894 55 943 918 890 846 44 826 251 575 42 533 506 483 223 203 462 104
internal_count=3121 3076 67 44 3009 50 2959 45 2936 2899 1005 979 1894 55 943 918 890 846 44 826 251 575 42 533 506 483 223 203 462 104
is_linear=0
shrinkage=0.1


Tree=7469
num_leaves=31
num_cat=0
split_feature=44 46 1429 156 156 51 1425 1452 1452 50 49 483 158 43 43 47 47 47 160 483 158 50 132 1211 50 50 49 15 1 0
split_gain=2.77448e-09 1.19984e-08 4.26466e-09 8.06389e-09 3.44543e-09 4.5696e-09 3.64201e-09 3.23124e-09 9.8447e-09 7.71172e-09 6.90423e-09 9.81376e-09 6.79547e-09 1.8801e-08 2.12963e-08 5.08938e-09 3.02784e-08 1.57995e-08 6.72975e-09 1.44132e-08 9.508e-09 5.16804e-09 6.92136e-08 5.94344e-08 2.66824e-08 1.84796e-08 1.22562e-08 1.34235e-08 4.42592e-08 1.01401e-08
threshold=0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.084940000000000015 0.088500000000000009 0.086765000000000023 -0.47248999999999991 0.088030000000000011 -0.082434999999999981 0.11245500000000001 -0.011694999999999999 -0.077824999999999991 0.092710000000000015 0.096475000000000019 0.089785000000000018 0.3961050000000001 -0.021199999999999997 -0.4686749999999999 0.090630000000000016 -0.083284999999999984 0.11048500000000001 0.089915000000000009 0.09227500000000001 0.08610000000000001 -0.089964999999999976 0.086560000000000012 -0.090809999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 8 9 -4 11 -9 15 14 -14 17 -17 18 19 -11 -21 24 -23 25 -22 -24 27 28 -27 -28
right_child=1 -3 3 -5 5 -7 -8 10 -10 12 -12 -13 13 -15 -16 16 -18 -19 -20 20 21 22 23 -25 -26 26 29 -29 -30 -31
leaf_value=-1.4672794588932447e-06 2.6251018186940204e-06 -5.8181680791286844e-07 1.848441173602954e-06 1.999128062379896e-06 2.1316201463421405e-07 -1.7877977315947649e-06 1.0588752559215209e-06 2.5432248979281474e-06 -2.1401106096163858e-06 -2.1788031544171341e-06 -7.3207886877188974e-07 8.9398522271576212e-08 -1.9240630789359634e-06 -3.0826978607584117e-06 2.2463092784619222e-06 -3.4137162132689506e-06 -3.8470371200703261e-08 2.7071098501933605e-06 1.756412450762665e-06 2.0071577409908058e-06 -1.9640503687491023e-08 5.9262377471029703e-06 3.0709472421600974e-06 -4.403202168694926e-06 -3.6904904936818643e-06 -4.8477503097303826e-06 -4.2017402961391782e-07 2.6557375097149434e-07 9.8287233906072895e-07 2.3155827300397074e-06
leaf_weight=20 20 28 22 20 21 25 32 28 22 30 29 39 24 27 25 30 233 22 22 24 1992 21 24 28 20 23 20 178 30 42
leaf_count=20 20 28 22 20 21 25 32 28 22 30 29 39 24 27 25 30 233 22 22 24 1992 21 24 28 20 23 20 178 30 42
internal_value=0 7.54399e-07 -1.17894e-08 -2.25459e-09 -1.5452e-08 -8.74316e-07 -2.22541e-09 -1.37162e-08 -3.28779e-08 -1.6537e-08 5.56943e-07 1.11488e-06 -3.11123e-08 -9.6385e-07 2.03678e-07 -5.23129e-09 -4.23479e-07 3.91949e-08 1.52772e-08 -4.73233e-10 2.67332e-08 6.74576e-09 3.52391e-07 1.31134e-08 -5.61301e-08 4.03198e-07 1.84679e-07 -1.50389e-07 -1.5474e-06 1.43308e-06
internal_weight=0 48 3073 3053 3033 46 2987 2955 2859 2837 96 67 2815 76 49 2739 263 2476 2454 2432 2402 2378 366 345 2012 317 293 231 53 62
internal_count=3121 48 3073 3053 3033 46 2987 2955 2859 2837 96 67 2815 76 49 2739 263 2476 2454 2432 2402 2378 366 345 2012 317 293 231 53 62
is_linear=0
shrinkage=0.1


Tree=7470
num_leaves=31
num_cat=0
split_feature=132 1185 1203 472 1429 1429 1417 1429 1 16 1447 52 484 1447 403 1447 403 403 403 157 2 2 157 160 42 457 1375 456 484 160
split_gain=3.33264e-09 1.56139e-08 1.11132e-08 3.11539e-09 1.02161e-08 3.60542e-09 2.9739e-09 4.5637e-09 1.09849e-08 1.70684e-08 3.7851e-09 1.21367e-08 2.12363e-08 1.06685e-08 2.16305e-08 5.49269e-09 4.27584e-09 9.39696e-09 5.06124e-09 3.691e-09 2.7978e-08 2.76898e-08 1.28658e-08 1.28439e-08 1.62384e-08 3.9299e-09 1.17907e-08 6.99792e-09 4.12446e-09 1.05827e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.079519999999999993 -1.0000000180025095e-35 0.085605000000000014 -0.0024749999999999993 -0.086849999999999997 0.26746000000000009 -0.081684999999999994 -0.086279999999999982 -0.55327499999999985 -0.085539999999999991 -0.54856499999999986 -0.53960999999999981 -0.53255499999999989 -0.086284999999999987 0.087015000000000023 0.087625000000000022 -0.083699999999999983 -0.087874999999999995 0.084895000000000012 -0.098834999999999992 0.048450000000000007 -0.091084999999999985 -0.093244999999999981 0.022560000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 -7 8 9 -8 11 12 -9 -12 -15 -16 -17 -18 -19 20 -20 -22 -21 -23 -25 26 -24 -27 29 -29
right_child=1 3 -4 4 5 6 7 10 -10 -11 13 -13 -14 14 15 16 17 18 19 22 21 23 25 24 -26 27 -28 28 -30 -31
leaf_value=-1.0462021716762724e-07 2.7454557528558546e-06 -1.1257980986556505e-06 -2.2357784562895439e-06 2.2158127129452104e-06 -1.2449087871177852e-06 -1.1458646647290813e-06 1.6115805174837554e-06 -2.3897262445675078e-07 2.0327669227833974e-06 -2.2844932624883024e-06 -2.2652514525405076e-06 -1.3682062279940511e-06 3.8811864367393019e-06 2.7136055105702014e-06 -1.6060981641368759e-06 -1.3477443516762833e-06 2.152358356397599e-06 -1.5697973724724891e-06 -2.813775999904441e-06 1.8678736190346122e-06 3.7032193313280003e-06 1.2348063966816916e-06 -2.5147065362792395e-06 -3.5627657693805217e-06 2.0923064221278767e-07 1.8710727027837493e-06 4.1742796215160642e-07 1.9428952114708408e-06 -4.1223774511420104e-08 -4.0839051159171347e-08
leaf_weight=194 21 24 28 21 23 22 23 29 37 22 21 20 22 29 22 24 20 21 38 37 20 27 24 21 25 20 32 38 2124 92
leaf_count=194 21 24 28 21 23 22 23 29 37 22 21 20 22 29 22 24 20 21 38 37 20 27 24 21 25 20 32 38 2124 92
internal_value=0 2.85986e-08 -3.73415e-07 8.7744e-09 1.83153e-08 2.02605e-09 1.22323e-08 2.13708e-08 7.5634e-07 -2.93167e-07 -9.01017e-10 7.19602e-07 1.53835e-06 -2.0315e-08 -2.27989e-09 -3.27482e-08 -1.92431e-08 -6.68538e-09 -2.38274e-08 -1.08309e-08 -5.27532e-07 4.06633e-07 1.77655e-08 -4.96542e-07 -1.51277e-06 -1.16139e-08 -8.39201e-07 8.76648e-09 -7.75797e-09 5.39022e-07
internal_weight=0 2899 222 2878 2854 2833 2810 2788 82 45 2706 71 51 2635 2614 2585 2563 2539 2519 2498 131 93 2367 73 46 2330 56 2274 2254 130
internal_count=3121 2899 222 2878 2854 2833 2810 2788 82 45 2706 71 51 2635 2614 2585 2563 2539 2519 2498 131 93 2367 73 46 2330 56 2274 2254 130
is_linear=0
shrinkage=0.1


Tree=7471
num_leaves=31
num_cat=0
split_feature=481 1 484 484 4 159 484 1453 2 2 2 13 481 1186 1208 403 132 43 1203 13 52 47 52 43 2 1 43 42 4 15
split_gain=2.89946e-09 2.52012e-08 3.37983e-08 8.13328e-08 2.96322e-08 1.49397e-08 1.39888e-08 9.90719e-09 3.98286e-09 2.32361e-08 1.39651e-08 1.65147e-08 1.10823e-08 9.73244e-09 9.18593e-09 1.93971e-08 8.69469e-09 1.12137e-07 8.79248e-08 1.14348e-08 7.62287e-09 2.0729e-08 9.62073e-09 1.02361e-08 1.35501e-08 2.35549e-08 8.76797e-09 1.09183e-08 3.09722e-08 3.48617e-08
threshold=-0.081614999999999979 0.092235000000000025 -0.081614999999999979 0.041405000000000004 -0.085594999999999991 -0.085179999999999992 -0.23687999999999995 -0.085754999999999984 0.08622500000000001 0.085955000000000018 0.086590000000000014 -0.082574999999999982 0.0028200000000000005 -0.094609999999999986 0.10233500000000001 -0.5341999999999999 -0.083284999999999984 -0.011694999999999999 0.088820000000000024 -0.010094999999999998 -0.21968999999999997 0.087885000000000019 -0.081429999999999989 -0.09002499999999998 0.083795000000000022 0.091450000000000017 -0.14386499999999997 -0.092459999999999987 -0.083644999999999983 0.084195000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -7 -2 9 12 11 -10 13 -9 15 -15 17 -17 20 -19 21 -18 23 -22 25 -25 -24 -28 29 -29
right_child=7 -3 3 -5 5 6 -8 8 10 -11 -12 -13 -14 14 -16 16 18 19 -20 -21 22 -23 26 24 -26 -27 27 28 -30 -31
leaf_value=-3.5738976689262104e-06 -2.2416723413698493e-06 -2.9477041960035424e-06 7.041369468424819e-06 -3.8329044811133726e-07 2.5950514154828854e-06 1.600286045544408e-06 -1.8624285636243648e-06 2.1047790678029412e-06 -9.1193591345017921e-08 2.9845965081725421e-06 -5.6151269289024841e-08 -3.982015631436298e-06 2.399212062300649e-06 -3.0031509298437825e-06 1.9132586076627451e-06 6.3134824131338975e-06 3.1256706049903036e-06 -2.9634437701723208e-06 -6.6502312409966182e-06 -2.069431452030933e-07 8.5279473970095522e-07 -1.5831691610544926e-07 -1.0949827193534084e-06 -4.5989104710801129e-06 6.9415910104453364e-07 -7.3430505366282574e-07 1.4486916820377617e-06 2.8834532486143874e-07 3.1403499067662258e-07 -4.7477601962479339e-06
leaf_weight=22 20 20 25 36 25 20 28 22 24 28 1766 20 20 22 24 27 29 27 20 34 27 57 56 24 24 46 64 28 509 27
leaf_count=22 20 20 25 36 25 20 28 22 24 28 1766 20 20 22 24 27 29 27 20 34 27 57 56 24 24 46 64 28 509 27
internal_value=0 3.94261e-07 8.22718e-07 2.6596e-06 -3.56755e-07 6.12795e-07 -4.19631e-07 -2.35753e-08 -8.40883e-09 1.40266e-07 -9.99956e-08 -1.85975e-06 6.69987e-08 2.32834e-08 -2.05376e-08 -6.59941e-08 -1.312e-09 9.47897e-07 -9.30029e-08 -1.42703e-06 5.41851e-08 9.49074e-07 -4.14179e-08 -8.6336e-07 -1.3563e-06 -2.05931e-06 1.03984e-07 2.10898e-07 7.04396e-08 -2.18392e-06
internal_weight=0 176 156 61 95 73 48 2945 2925 1115 1810 44 1087 1067 1045 1021 999 88 911 61 891 86 805 121 94 70 684 628 564 55
internal_count=3121 176 156 61 95 73 48 2945 2925 1115 1810 44 1087 1067 1045 1021 999 88 911 61 891 86 805 121 94 70 684 628 564 55
is_linear=0
shrinkage=0.1


Tree=7472
num_leaves=31
num_cat=0
split_feature=132 399 1203 393 1 0 96 34 97 9 10 2 39 0 4 2 4 471 157 0 16 0 16 3 12 3 1213 1213 1212 1210
split_gain=3.44495e-09 1.67216e-08 1.44099e-08 3.59993e-09 8.75188e-09 3.15082e-09 3.34664e-09 5.36389e-09 1.3773e-08 8.35461e-09 2.01421e-08 7.74996e-09 2.05045e-08 3.99794e-09 5.62747e-09 1.85952e-08 6.35555e-09 1.99569e-08 1.19298e-08 1.01631e-08 3.89407e-09 1.14472e-08 1.5069e-08 3.61403e-09 9.87632e-09 5.02522e-09 3.42821e-09 3.44897e-08 2.71682e-08 2.61974e-08
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.088255000000000014 0.088975000000000012 0.22582000000000002 0.086110000000000006 -0.057544999999999992 -0.049229999999999996 0.091600000000000015 0.094860000000000014 -1.0000000180025095e-35 0.085530000000000009 0.14486500000000005 -0.50940999999999981 0.09580000000000001 -0.50052499999999989 -0.085064999999999988 -0.00078499999999999989 0.12445000000000002 0.63636000000000015 -0.0058249999999999994 -0.12029499999999999 -0.15713499999999997 0.089300000000000004 -0.15327499999999997 -0.087969999999999979 -0.085284999999999986 -0.089079999999999979 -0.091799999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 7 8 -2 11 -11 12 -9 14 15 -13 18 -18 -16 20 21 23 -23 24 -19 -25 29 -28 -29 -27
right_child=1 -3 -4 4 -6 -7 -8 9 -10 10 -12 13 -14 -15 16 -17 17 19 -20 -21 -22 22 -24 25 -26 26 27 28 -30 -31
leaf_value=-1.2437896161717459e-07 -5.2218555589567124e-07 2.1126071197541981e-06 -2.9422102431908572e-06 2.3340793724457854e-07 -2.2923087112511224e-06 -1.2033282424844011e-06 -8.3903849364862608e-07 3.3390839718094869e-06 2.4117737087436808e-06 -3.5872894649119625e-06 6.9626869995555234e-07 -2.7856880462552783e-06 -9.3965749805474402e-07 1.0651413373036828e-06 2.4625350776879151e-06 9.6654571780163676e-07 -3.143422245557304e-06 -1.9466994736205834e-06 -6.2556794918319531e-07 2.2733496371074583e-06 -1.1224095948136892e-06 -5.7727359396928732e-07 2.8014681716244514e-06 1.5494927018672961e-06 7.6998992723098994e-07 -3.4992281347179245e-06 3.1013955206857544e-06 -3.2329673825433232e-06 2.0579669844774221e-08 2.8883896737154334e-08
leaf_weight=196 32 38 20 34 23 21 44 24 32 21 23 28 21 36 29 25 20 32 22 20 30 22 33 21 23 24 36 26 1994 171
leaf_count=196 32 38 20 34 23 21 44 24 32 21 23 28 21 36 29 25 20 32 22 20 30 22 33 21 23 24 36 26 1994 171
internal_value=0 2.86519e-08 -3.85289e-07 1.03064e-09 -7.85741e-07 1.69901e-08 2.61785e-08 4.00472e-08 9.44794e-07 1.84494e-08 -1.34816e-06 4.12521e-08 1.34234e-06 1.86638e-08 3.92466e-09 -1.01577e-06 2.55162e-08 2.53509e-09 1.13041e-06 2.84065e-08 9.79166e-09 2.40511e-08 1.44997e-06 -9.65133e-09 -8.10629e-07 9.73854e-09 -4.62611e-09 3.33798e-08 -2.12977e-08 -4.05345e-07
internal_weight=0 2905 216 2867 57 2810 2789 2745 64 2681 44 2637 45 2592 2556 53 2503 2452 51 2432 2412 2382 55 2327 55 2272 2251 2056 2020 195
internal_count=3121 2905 216 2867 57 2810 2789 2745 64 2681 44 2637 45 2592 2556 53 2503 2452 51 2432 2412 2382 55 2327 55 2272 2251 2056 2020 195
is_linear=0
shrinkage=0.1


Tree=7473
num_leaves=31
num_cat=0
split_feature=1211 50 133 1185 1200 1203 1203 12 402 1210 394 394 1212 401 401 15 131 15 159 52 15 133 3 1447 2 133 1447 403 1447 1447
split_gain=3.08225e-09 2.72484e-08 6.56142e-09 4.95304e-09 3.43675e-09 5.9869e-09 4.60787e-09 1.44721e-08 4.63436e-09 8.40654e-09 3.90417e-09 5.74455e-09 7.17801e-09 6.20312e-09 4.24813e-09 4.4371e-09 2.62378e-08 5.71022e-08 1.71931e-08 1.49298e-08 7.18231e-09 1.85181e-08 9.06571e-09 4.54894e-09 1.6405e-08 1.42784e-08 1.16458e-08 2.18258e-08 6.42582e-09 6.94605e-09
threshold=0.11048500000000001 0.096900000000000014 -0.007154999999999999 -0.093764999999999987 0.089190000000000005 0.094640000000000016 0.084795000000000023 0.087445000000000009 -0.45015499999999992 0.24726500000000004 -0.14580499999999996 -0.096774999999999986 -0.47386499999999993 0.13607500000000003 -0.099524999999999988 0.11461000000000002 0.09055500000000001 0.11923500000000002 -0.087844999999999993 0.095415000000000014 0.10347000000000002 0.088115000000000013 -0.082284999999999983 -0.086849999999999997 0.086285000000000014 0.085075000000000026 -0.086279999999999982 -0.55327499999999985 -0.085644999999999985 -0.084334999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 8 -8 -5 10 -10 -12 -13 14 -14 20 17 -17 -19 -20 23 22 -22 24 -16 -26 -25 -28 -29 -30
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11 11 12 13 -15 15 16 -18 18 19 -21 21 -23 -24 26 25 -27 27 28 29 -31
leaf_value=-1.5847368456434198e-06 -1.3541008973068833e-06 3.6124069621027133e-06 8.0816802951828677e-07 -1.1192702077634844e-06 1.0416579412307211e-06 -1.4720891761450211e-06 -5.8190812792544325e-07 2.3173160977393942e-06 -1.0301930719579465e-06 1.856069322059284e-06 1.5307465043671682e-06 -1.6160589885722793e-06 -1.3451697062312936e-06 1.6285676199755551e-06 -1.288025305143492e-06 5.1311417214451793e-06 -1.9989934972887996e-06 -2.2969622042031311e-06 -7.3374118336744238e-09 3.1227887893692245e-06 -1.3127289667349745e-06 -3.6109854818278112e-06 1.5610518327472772e-06 -2.328521591979635e-06 3.492542423198477e-07 3.9032525319271379e-06 2.8642912280492268e-06 -1.7904879752807446e-06 1.6590808627370281e-06 -5.1022692504435239e-08
leaf_weight=20 36 22 23 38 31 28 36 33 38 24 24 28 24 23 25 28 34 24 64 20 23 20 21 22 26 20 26 21 24 2295
leaf_count=20 36 22 23 38 31 28 36 33 38 24 24 28 24 23 25 28 34 24 64 20 23 20 21 22 26 20 26 21 24 2295
internal_value=0 6.08805e-07 -5.11183e-07 -1.6226e-08 -5.83855e-09 -1.67025e-08 -2.94e-09 8.04677e-07 -2.22089e-08 -7.60189e-09 -2.34069e-08 -9.7042e-09 -2.30607e-08 -6.78189e-09 -2.06255e-08 -8.82116e-09 4.85678e-07 1.10685e-06 6.35101e-08 7.37931e-07 -4.21406e-08 -1.08797e-06 5.88482e-08 -1.49208e-08 7.73874e-07 1.89447e-06 -3.83732e-08 -1.70785e-08 -4.90938e-08 -3.33243e-08
internal_weight=0 81 59 3040 3020 2989 2961 69 2892 2854 2830 2792 2768 2740 2717 2693 170 136 108 84 2523 64 44 2459 71 46 2388 2366 2340 2319
internal_count=3121 81 59 3040 3020 2989 2961 69 2892 2854 2830 2792 2768 2740 2717 2693 170 136 108 84 2523 64 44 2459 71 46 2388 2366 2340 2319
is_linear=0
shrinkage=0.1


Tree=7474
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1213 1212 1212 43 3 402 1212 401 1 401 390 1184 132 15 1185 50 16 133 1213 393 393 43 12 130 4 9 10
split_gain=2.89934e-09 5.52243e-09 3.38726e-09 5.00666e-08 3.19192e-09 1.69323e-08 1.18495e-08 5.2013e-09 3.5295e-09 3.71697e-09 3.71905e-09 2.25871e-08 6.74256e-09 4.36739e-09 5.11128e-09 3.68317e-09 9.11782e-08 4.81311e-08 1.44683e-08 4.19975e-09 5.64233e-09 3.45836e-09 3.39774e-09 5.04413e-09 3.32152e-09 7.78153e-09 6.91286e-09 4.06397e-09 7.73657e-08 4.59353e-08
threshold=0.12461500000000002 0.10737500000000001 0.13775000000000001 -0.083944999999999978 -0.092474999999999988 -0.087764999999999996 -0.0043399999999999992 -0.078244999999999995 0.113945 -0.063924999999999996 0.09530000000000001 0.085605000000000014 0.091505000000000017 0.088375000000000023 0.084515000000000021 -0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.09227500000000001 -0.095094999999999985 -0.43349999999999994 -0.21306999999999995 0.10483000000000002 0.087760000000000019 -0.50775499999999985 0.091545000000000015 -0.22699999999999995 0.053180000000000012 0.088235000000000022 -0.014199999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 -1 21 9 -7 12 -12 13 14 15 16 18 -17 19 -11 -21 -8 23 24 25 -19 -26 28 -28 -29
right_child=-2 -3 3 -5 5 8 7 -9 -10 10 11 -13 -14 -15 -16 17 -18 22 -20 20 -22 -23 -24 -25 26 -27 27 29 -30 -31
leaf_value=2.1184264834449675e-06 -1.2001603693079232e-06 1.4590137455391309e-06 2.3866797240954285e-06 -3.5034587632077505e-06 -2.5497594772507281e-06 9.8454775728609276e-07 -1.7890547434533456e-06 8.9736049083647374e-07 1.0749292827892621e-06 -1.3065899304365303e-06 -2.9783288063924829e-06 1.3165695661380521e-06 1.789215980893676e-06 1.2112350523758434e-06 -1.4753770097778823e-06 -4.9266815432247317e-06 6.7904674460805845e-06 -2.7464136122843128e-07 -2.6385207720913684e-06 1.7445429661966912e-06 -7.2080598510227825e-08 2.5793354195359697e-08 1.2083993799874209e-06 -1.5943407169061178e-06 -1.78054462790814e-06 2.3278209086186051e-06 -5.467756263107287e-09 3.4145879287247486e-06 -6.2601409808848991e-06 -1.4296229579205796e-08
leaf_weight=33 20 26 27 31 26 38 21 27 31 20 25 24 21 29 24 20 20 27 24 21 92 21 23 20 22 20 1766 42 20 560
leaf_count=33 20 26 27 31 26 38 21 27 31 20 25 24 21 29 24 20 20 27 24 21 92 21 23 20 22 20 1766 42 20 560
internal_value=0 7.73759e-09 -4.53336e-09 -7.61498e-07 1.00188e-08 -9.2218e-09 5.59885e-07 -1.85504e-07 1.36422e-08 2.13065e-09 -1.11076e-08 -8.74705e-07 4.16353e-09 -9.46778e-09 -2.24778e-08 -9.54882e-09 4.31396e-07 -4.05199e-08 -3.78677e-07 2.91142e-08 2.65522e-07 -8.81631e-07 -1.43063e-09 -1.26644e-08 2.10438e-10 8.32789e-07 -1.60266e-08 2.2945e-10 -7.55089e-08 2.24928e-07
internal_weight=0 3101 3075 58 3017 2915 102 69 2889 2858 2820 49 2771 2750 2721 2697 177 2520 157 133 113 42 2500 2477 2457 47 2410 2388 1786 602
internal_count=3121 3101 3075 58 3017 2915 102 69 2889 2858 2820 49 2771 2750 2721 2697 177 2520 157 133 113 42 2500 2477 2457 47 2410 2388 1786 602
is_linear=0
shrinkage=0.1


Tree=7475
num_leaves=31
num_cat=0
split_feature=132 1185 15 4 403 4 132 13 13 132 10 0 15 0 9 12 147 147 447 46 44 1429 156 474 2 2 2 158 4 50
split_gain=3.2098e-09 1.71507e-08 9.81577e-09 3.65937e-09 1.16447e-08 4.52728e-09 4.42785e-09 7.02451e-09 5.27405e-09 3.87491e-09 2.92721e-09 3.49887e-08 3.5204e-08 1.77109e-08 5.11173e-09 1.62162e-08 3.08383e-09 5.93947e-09 5.20488e-09 3.71923e-09 5.18043e-09 7.41447e-09 7.21179e-09 7.21929e-09 3.99713e-09 1.6279e-08 1.51891e-08 8.35311e-09 1.27083e-08 7.04572e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 -0.082349999999999993 -0.077589999999999978 -0.022844999999999997 -0.41094499999999995 -0.033284999999999988 0.056795000000000005 -0.085749999999999979 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.072594999999999979 0.085555000000000006 0.085565000000000016 0.11204500000000002 0.099730000000000027 0.09227500000000001 0.10987500000000001 0.083555000000000018 -0.23587499999999997 0.3248100000000001 0.11381000000000001 0.10613000000000002 0.10497000000000002 0.10699500000000002 0.085620000000000016 0.066685000000000008 -0.099524999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 9 -5 8 -8 -7 -1 11 -3 -13 -14 16 -16 17 18 19 20 21 -12 23 24 25 29 -26 -28 -29 -23
right_child=1 10 -4 5 -6 6 7 -9 -10 -11 14 12 13 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 26 -27 27 28 -30 -31
leaf_value=-6.472241340007814e-07 2.8754807057599203e-06 -3.8898416560388211e-06 -2.2330715626139865e-06 1.5392721874853861e-06 -2.5535160578170771e-06 -4.1265771454598749e-07 5.9520419517866689e-07 -1.6419726533101199e-06 1.7288678879159979e-06 1.1190975852593471e-06 1.9402220527808822e-06 2.8479141258586083e-06 -3.4508144814199551e-06 1.6782004015687181e-07 2.4523412688018475e-06 -1.1999396517126115e-06 -1.2276027126745249e-06 1.7356156033088154e-06 -1.350359481680893e-06 1.3787634236450686e-06 -1.5933689621761004e-06 1.2424706856931385e-06 -1.88419018741115e-06 1.7483528367279177e-06 -2.5076240648656626e-06 2.2720721035236209e-06 -2.77690786172067e-07 2.6007606590138933e-06 -2.0705846281998674e-07 3.3548390814515998e-09
leaf_weight=27 21 24 25 21 23 23 25 32 23 23 20 36 21 38 31 20 20 20 28 20 20 47 20 24 28 33 421 27 40 1940
leaf_count=27 21 24 25 21 23 23 25 32 23 23 20 36 21 38 31 20 20 20 28 20 20 47 20 24 28 33 421 27 40 1940
internal_value=0 2.80533e-08 -3.66482e-07 -1.29605e-07 -6.91324e-07 2.01085e-07 -7.17494e-08 -6.60755e-07 6.58105e-07 1.65284e-07 7.27642e-09 -4.7833e-07 3.83526e-07 -1.12017e-06 2.82214e-08 1.02007e-06 9.54172e-09 1.87467e-08 5.87658e-09 2.02609e-08 9.89066e-09 2.22234e-08 7.35522e-09 2.21329e-08 5.79645e-09 6.9249e-08 -2.42603e-07 -1.12643e-07 9.24451e-07 3.26646e-08
internal_weight=0 2899 222 197 73 124 103 57 46 50 2878 119 95 59 2759 51 2708 2688 2668 2640 2620 2600 2580 2560 2536 2020 516 488 67 1987
internal_count=3121 2899 222 197 73 124 103 57 46 50 2878 119 95 59 2759 51 2708 2688 2668 2640 2620 2600 2580 2560 2536 2020 516 488 67 1987
is_linear=0
shrinkage=0.1


Tree=7476
num_leaves=31
num_cat=0
split_feature=401 401 16 1209 2 1209 1212 1212 403 1212 1213 1210 1208 403 42 43 2 1447 1447 481 2 2 42 132 43 1211 12 47 0 15
split_gain=2.68952e-09 3.41722e-09 8.70763e-09 4.9123e-09 2.92663e-08 5.89407e-09 5.86704e-09 3.75083e-08 2.24085e-08 6.01341e-09 4.53969e-09 5.84564e-09 5.16154e-09 1.24336e-08 4.51372e-08 4.31229e-09 3.73058e-09 3.05144e-08 2.17628e-08 2.04612e-08 1.54198e-08 1.66472e-08 1.74724e-08 1.43949e-08 1.11946e-07 6.47157e-08 1.88904e-08 1.3055e-08 8.13507e-08 4.14925e-08
threshold=0.13837000000000002 0.11769000000000002 -0.082039999999999988 -0.084519999999999984 0.080205000000000012 -0.069599999999999981 -0.089544999999999986 -0.064959999999999976 1.0000000180025095e-35 -0.009474999999999999 -0.24064499999999997 -0.13847499999999999 0.11846000000000001 -0.53255499999999989 0.086325000000000013 0.066275000000000014 0.085345000000000018 0.022105000000000003 0.059120000000000013 -0.085629999999999984 0.085955000000000018 0.08647500000000001 0.084145000000000011 -0.083284999999999984 -0.011694999999999999 0.11048500000000001 0.090165000000000009 0.092165000000000011 -0.10224499999999999 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 8 -8 -7 -9 -11 -12 13 14 -13 -10 17 19 20 -15 -18 22 -22 24 -21 27 -26 -25 -29 -30
right_child=-2 2 -4 5 -6 6 7 9 15 10 11 12 -14 16 -16 -17 18 -19 -20 23 21 -23 -24 25 26 -27 -28 28 29 -31
leaf_value=1.9123083456222613e-06 -1.1278859742127507e-06 2.2188679177285547e-06 -3.1827526255813524e-07 1.641039559465505e-06 -2.9226762394280802e-06 3.7447159797920905e-06 -3.5437079765188176e-06 1.5869891144622745e-06 -6.3051839939968581e-07 -1.2930876046631833e-06 1.5022876683500588e-06 1.9723581040409498e-06 1.5965260890027367e-06 2.632793747169769e-06 -4.2955043143053816e-06 1.0778194254354193e-06 -1.5816819896279913e-06 -3.6867691619590914e-06 2.6455510296414265e-06 7.5176786445106034e-06 3.5379681750013198e-06 -1.1293544917375103e-07 -9.4029446194730973e-08 4.2388807563516674e-07 4.9959047585714971e-07 -4.6000066990457312e-06 -3.2555340307486149e-06 -5.4820893000494059e-06 3.654049854254305e-06 -5.7043092371508641e-07
leaf_weight=21 21 24 31 22 31 20 30 24 45 27 26 20 20 35 27 22 69 20 29 22 26 1643 27 600 37 29 21 28 31 93
leaf_count=21 21 24 31 22 31 20 30 24 45 27 26 20 20 35 27 22 69 20 29 22 26 1643 27 600 37 29 21 28 31 93
internal_value=0 7.63204e-09 7.88842e-07 -6.47848e-09 -9.70086e-07 1.02631e-08 -1.81264e-09 -2.622e-08 8.07276e-07 1.07543e-08 -2.61303e-09 9.81751e-09 -4.15592e-09 -1.57677e-08 -1.62833e-06 -6.95717e-08 1.21992e-08 1.76397e-07 -7.16386e-08 2.62628e-07 -1.16284e-07 -5.66654e-08 1.68771e-06 1.6628e-07 1.44384e-06 3.54156e-08 -8.60024e-07 2.14175e-07 -6.13638e-07 4.85689e-07
internal_weight=0 3100 55 3045 52 2993 2971 2884 87 2854 2830 2803 2777 2757 47 67 2710 916 1794 896 1765 1696 53 861 80 781 58 752 152 124
internal_count=3121 3100 55 3045 52 2993 2971 2884 87 2854 2830 2803 2777 2757 47 67 2710 916 1794 896 1765 1696 53 861 80 781 58 752 152 124
is_linear=0
shrinkage=0.1


Tree=7477
num_leaves=31
num_cat=0
split_feature=1211 50 133 399 43 400 1208 1208 42 42 1447 479 52 50 3 483 42 0 133 13 3 0 13 52 2 16 0 3 3 43
split_gain=3.89253e-09 2.47169e-08 5.53459e-09 5.27746e-09 1.61078e-08 9.63324e-09 3.20949e-09 7.67475e-09 3.36964e-09 1.60721e-08 1.53067e-08 1.41948e-08 1.35201e-08 9.33855e-09 1.64425e-08 1.16244e-08 1.57564e-08 1.12947e-08 3.32363e-08 2.30168e-08 1.71422e-08 2.396e-08 1.65361e-08 1.15665e-08 2.46132e-08 1.05575e-08 1.71625e-08 1.02051e-08 1.43406e-08 6.66282e-09
threshold=0.11048500000000001 0.096900000000000014 -0.007154999999999999 0.091255000000000017 -0.008069999999999999 0.10782000000000001 0.11531000000000001 0.10233500000000001 0.091295000000000015 0.090990000000000015 -0.08193499999999998 0.098570000000000005 0.5140450000000002 -0.099524999999999988 -0.076514999999999986 0.10143000000000001 0.22070000000000004 -0.069954999999999976 0.26753000000000005 -0.06884499999999999 -0.075634999999999994 -0.080604999999999996 -0.066634999999999986 0.090245000000000006 0.11728500000000001 -0.13941499999999998 -0.096374999999999975 -0.079724999999999976 -0.098469999999999988 -0.010344999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 7 8 9 -1 -10 12 13 14 -12 16 17 18 19 20 29 25 -20 27 -25 26 -22 28 -19 -15
right_child=1 -3 -4 4 5 -7 -8 -9 10 -11 11 -13 -14 15 -16 -17 -18 23 22 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=2.2361394304362229e-08 -1.1566859530631747e-06 3.5448459160844238e-06 8.2919734722963767e-07 -2.7547316692886981e-06 1.5333762317166272e-06 -1.163465923617388e-06 -1.10258554111799e-06 1.5535650163656101e-06 -2.4952756941079965e-06 2.3916234967741887e-06 -9.513466609504299e-07 2.5162076860851813e-06 2.2959500169928929e-06 8.8626086812416393e-07 2.68715975498371e-06 -2.1255470616319994e-06 2.3927477026778174e-06 3.4975460266650771e-07 -1.3650849155055767e-06 1.9156554109737334e-06 -3.6854338151280014e-06 -4.3282916364590235e-06 -5.3828438315880101e-06 3.9947864396791289e-06 -8.5232083961273026e-07 8.7439558592450345e-07 2.2136160875719645e-07 4.252108264059738e-07 -3.4371497849861042e-06 -6.9202674325733488e-07
leaf_weight=2254 36 22 23 28 27 26 26 32 28 29 23 20 21 54 27 37 21 20 20 38 22 26 21 22 20 25 23 77 20 53
leaf_count=2254 36 22 23 28 27 26 26 32 28 29 23 20 21 54 27 37 21 20 20 38 22 26 21 22 20 25 23 77 20 53
internal_value=0 6.84166e-07 -3.82528e-07 -1.82323e-08 -8.14586e-07 2.10397e-07 3.56714e-09 1.33728e-08 -3.61658e-09 5.24571e-08 -2.10763e-07 -1.02345e-07 -1.94224e-07 -2.89477e-07 1.01345e-06 -4.2003e-07 -2.83441e-07 -4.10879e-07 -7.90886e-07 -3.43105e-07 -7.65927e-07 -1.73608e-06 -3.42296e-06 2.63096e-07 1.68664e-06 -7.73262e-07 -1.68863e-06 -2.4792e-07 -1.5437e-06 1.04492e-07
internal_weight=0 81 59 3040 81 53 2959 2933 2901 2283 618 590 570 549 50 499 462 441 282 241 203 96 41 159 42 70 45 117 40 107
internal_count=3121 81 59 3040 81 53 2959 2933 2901 2283 618 590 570 549 50 499 462 441 282 241 203 96 41 159 42 70 45 117 40 107
is_linear=0
shrinkage=0.1


Tree=7478
num_leaves=31
num_cat=0
split_feature=1211 50 132 1203 394 130 133 1201 402 401 401 130 130 130 3 43 43 0 2 133 12 12 12 43 484 16 52 2 402 42
split_gain=3.1529e-09 2.00207e-08 4.7105e-09 1.69417e-08 7.35057e-09 1.05002e-08 4.48302e-09 3.26712e-09 3.20682e-09 2.11595e-08 6.17555e-09 3.38882e-09 4.1995e-09 6.9945e-09 5.31007e-09 5.10926e-09 7.70938e-09 1.98324e-08 6.82702e-09 6.28397e-09 6.15671e-09 2.52112e-08 1.96716e-08 3.56553e-08 1.25931e-08 2.43224e-08 1.53977e-08 1.9018e-08 1.28301e-08 1.0641e-08
threshold=0.11048500000000001 0.096900000000000014 -0.083284999999999984 0.089005000000000015 0.013605000000000001 -0.11198999999999999 -0.007154999999999999 -0.072239999999999985 -0.45015499999999992 -1.0000000180025095e-35 -0.13200999999999999 0.11890500000000002 0.10034000000000003 0.096625000000000003 -0.071329999999999991 0.16180500000000003 0.084740000000000024 -0.097274999999999986 0.11585500000000001 -0.41317499999999996 0.094580000000000011 0.094225000000000017 0.096075000000000008 -0.041049999999999996 0.090535000000000018 -0.44310499999999992 0.098380000000000009 0.095195000000000016 -0.064959999999999976 0.11799500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 7 -6 -2 -4 9 -9 -10 12 13 15 -14 16 20 -18 -19 -17 21 29 23 -22 25 -24 28 -28 -27 -12
right_child=1 -3 4 -5 5 -7 -8 8 10 -11 11 -13 14 -15 -16 19 17 18 -20 -21 22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-1.5295775096867829e-07 -1.0410174128752363e-06 3.1903591827193105e-06 9.8745124501654185e-07 -2.9718316085336485e-06 -2.1460593762596891e-07 2.9869872065546591e-06 7.4627761473098166e-07 -3.0206987704869708e-06 1.5643639089830685e-06 1.4734885462530656e-06 2.1993501236083575e-08 -1.0897758353041418e-06 1.7495015302178749e-06 -1.5648458217803074e-06 -3.2381144105134552e-07 1.1074045227874393e-07 -3.0388691845928407e-06 6.7798668231944257e-07 -1.345922746395445e-06 2.0325819963107753e-06 3.2905604080547671e-07 3.3778158833387274e-06 3.4138104531339633e-06 -4.18659714047381e-06 -2.2093021234468323e-06 2.4975836921562998e-06 6.1888873600624859e-07 -2.872672374183029e-06 2.7796761168158302e-08 2.2339552063241092e-06
leaf_weight=191 36 22 33 24 21 20 23 22 25 20 1902 29 30 29 21 46 30 50 25 27 36 23 21 34 25 23 26 39 246 22
leaf_count=191 36 22 33 24 21 20 23 22 25 20 1902 29 30 29 21 46 30 50 25 27 36 23 21 34 25 23 26 39 246 22
internal_value=0 6.15749e-07 -1.64045e-08 -4.67623e-07 1.7936e-08 1.34715e-06 -3.44275e-07 -1.63928e-09 -1.35041e-08 -8.8061e-07 -6.05563e-11 -1.46323e-08 -2.88876e-09 -2.04895e-08 8.95784e-07 -3.09675e-09 -2.71574e-08 -8.65855e-07 3.35021e-09 8.21559e-07 9.58152e-09 8.66299e-08 -3.23781e-07 -1.86426e-06 -4.00085e-08 1.12759e-07 -9.47925e-08 -1.47605e-06 2.38968e-07 4.72862e-08
internal_weight=0 81 3040 215 2825 41 59 2784 2751 42 2709 2684 2655 2604 51 2575 2502 105 75 73 2397 1947 450 70 380 355 334 65 269 1924
internal_count=3121 81 3040 215 2825 41 59 2784 2751 42 2709 2684 2655 2604 51 2575 2502 105 75 73 2397 1947 450 70 380 355 334 65 269 1924
is_linear=0
shrinkage=0.1


Tree=7479
num_leaves=31
num_cat=0
split_feature=12 130 1209 15 2 132 1186 1185 43 50 1204 131 2 130 1204 402 400 1213 160 4 3 15 2 4 1213 3 402 401 402 1210
split_gain=2.84963e-09 6.62467e-09 2.79312e-09 2.76852e-09 3.21397e-09 2.80466e-09 8.02658e-08 4.24794e-08 9.52114e-09 3.72295e-09 3.74305e-09 5.68315e-09 9.75686e-09 1.08885e-08 3.09343e-09 6.99149e-09 9.9237e-09 3.71294e-09 2.22625e-08 2.28562e-08 1.25394e-08 1.74217e-08 2.16428e-08 1.65311e-08 1.04662e-08 8.96978e-09 7.23136e-09 6.57476e-09 2.07679e-08 4.87791e-09
threshold=0.23631000000000002 -0.22461999999999996 -0.14444499999999996 0.17980000000000004 0.10327000000000001 -0.083284999999999984 0.0044650000000000011 -0.087384999999999977 -0.011244999999999998 0.09227500000000001 -0.083434999999999981 -0.076979999999999979 0.10497000000000002 0.09364500000000002 -0.016569999999999994 -0.092414999999999983 -0.080619999999999983 0.04198000000000001 -0.025879999999999997 -0.084134999999999988 -0.083654999999999993 0.087485000000000021 0.087545000000000026 -0.07958999999999998 1.0000000180025095e-35 -0.077104999999999993 -0.45454999999999995 -0.13200999999999999 -0.41103999999999991 -0.14310999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 8 -7 -4 10 -10 -12 13 -13 15 -9 -17 24 -19 -20 -21 22 -22 -23 26 -25 -16 -28 -29 -30
right_child=-2 2 3 4 -6 7 -8 14 9 -11 11 12 -14 -15 17 16 -18 18 19 20 21 23 -24 25 -26 -27 27 28 29 -31
leaf_value=1.567789749927855e-06 -1.1089754292223243e-06 1.1724348337338596e-06 -1.7651525944210017e-06 1.7102458343742911e-06 -6.1038648319871367e-08 -4.6434652499272031e-06 6.0491075447285683e-06 -8.3072499837026742e-07 1.1198738099795134e-06 -1.0557664706067482e-06 9.8390175909654242e-07 5.0894412982994591e-08 1.0853937602271139e-06 -3.1325468322999464e-06 1.3773179853160401e-06 2.7792539914690164e-06 1.9518019295598302e-07 3.2364268841196999e-06 -2.5152757109481175e-06 2.6130112689889038e-06 -3.8778537987127495e-06 3.405644108191891e-06 7.7432806619981422e-07 -1.5566234350217201e-06 -2.2406872600103354e-06 1.4383350799107575e-06 1.5766592952104476e-06 -3.29574025954571e-06 -1.348998610190957e-06 -4.4157045408029053e-08
leaf_weight=27 23 20 37 20 21 20 22 26 35 27 33 22 22 21 35 23 42 24 30 24 20 21 20 20 22 20 24 20 29 2371
leaf_count=27 23 20 37 20 21 20 22 26 35 27 33 22 22 21 35 23 42 24 30 24 20 21 20 20 22 20 24 20 29 2371
internal_value=0 8.23977e-09 -5.47168e-09 -1.31931e-08 8.03003e-07 -2.43107e-08 3.20289e-07 -5.13502e-08 -3.19478e-07 1.48344e-08 2.32174e-07 -8.48611e-08 -6.27464e-07 -1.50381e-06 -1.82061e-08 5.55182e-07 1.10954e-06 -3.76757e-08 4.02293e-07 -3.65404e-08 5.58356e-07 7.01212e-08 -1.55176e-06 1.13365e-06 -6.91648e-08 -5.91442e-08 -4.98936e-08 -7.03324e-08 -8.66662e-08 -5.99239e-08
internal_weight=0 3098 3071 3051 41 3010 219 2791 197 160 133 98 65 43 2771 91 65 2680 179 155 125 101 40 61 2501 40 2479 2444 2420 2400
internal_count=3121 3098 3071 3051 41 3010 219 2791 197 160 133 98 65 43 2771 91 65 2680 179 155 125 101 40 61 2501 40 2479 2444 2420 2400
is_linear=0
shrinkage=0.1


Tree=7480
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 1212 1212 1209 401 403 1209 401 0 42 133 12 1211 1186 12 132 50 1211 15 128 16 16 128 1213 1213 401 133
split_gain=2.91281e-09 4.12428e-09 3.09597e-09 7.57434e-09 3.7065e-09 4.12332e-09 1.84878e-08 1.18876e-08 4.65939e-09 4.04514e-09 3.45042e-09 3.39392e-08 1.30882e-08 7.4431e-09 1.50751e-08 4.85885e-09 4.58498e-09 1.89877e-08 9.10928e-09 1.31483e-07 9.55805e-08 8.15392e-09 6.7949e-09 1.60438e-08 1.04566e-08 6.46281e-09 5.58458e-09 4.63234e-08 3.39221e-08 2.42818e-08
threshold=0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.094304999999999986 -0.45912999999999998 -0.092474999999999988 -0.085894999999999985 0.097145000000000023 0.059220000000000009 -0.067109999999999989 -1.0000000180025095e-35 -0.072594999999999979 0.11747 0.50628500000000021 0.094835000000000017 0.11301500000000002 0.057025000000000006 0.088245000000000004 -0.083284999999999984 0.097510000000000013 0.099430000000000004 0.092400000000000024 0.10318000000000001 -0.073404999999999984 -0.08595499999999999 0.097615000000000021 -0.088064999999999991 -0.085284999999999986 0.10956 -0.054584999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 8 -6 -8 11 12 -11 15 -15 16 18 -18 19 21 22 -12 25 24 -24 26 29 -28 -29 -20
right_child=-2 -3 -4 4 5 6 9 -9 -10 10 13 -13 -14 14 -16 -17 17 -19 20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=1.9472647454676917e-06 -1.2029397132096164e-06 1.2619388953156046e-06 -9.6622562854132749e-07 -1.043440897440044e-06 -1.3319035714687288e-06 -2.7200919157621683e-06 1.0953673615725113e-06 2.5200363174917585e-06 6.2583029419681318e-07 -4.7884932388930387e-07 2.9416516597977437e-08 -3.5914937720568e-06 2.8463931334954397e-06 -5.6552115171618191e-07 3.0171683230643492e-06 1.3052673003650335e-06 3.3734367252957755e-07 -2.5595328967093729e-06 6.7500701123164743e-07 8.3422536988564385e-06 -6.7628233323159215e-06 -2.0762333295330054e-06 6.3393815806826441e-07 -1.2525200185380182e-06 3.7203108008941945e-06 -1.8048760546207632e-06 3.8689690940842531e-06 1.3837802059768479e-08 -4.1234222840103034e-06 -2.8040707626278814e-06
leaf_weight=20 20 26 33 34 20 25 34 25 31 29 148 26 20 23 24 28 64 35 47 20 21 21 23 21 21 20 31 2176 20 35
leaf_count=20 20 26 33 34 20 25 34 25 31 29 148 26 20 23 24 28 64 35 47 20 21 21 23 21 21 20 31 2176 20 35
internal_value=0 7.76105e-09 -2.84338e-09 7.60751e-09 -5.2294e-09 6.58425e-09 -1.23935e-08 7.33731e-07 -1.41908e-07 1.10538e-08 -1.86822e-09 -6.71168e-07 8.78392e-07 1.62014e-08 1.26394e-06 -5.27187e-09 -1.88476e-08 -6.86805e-07 6.54712e-09 6.75121e-07 -4.5776e-08 -2.32232e-07 1.31454e-08 1.0216e-06 2.10698e-06 -1.49996e-08 5.03901e-10 3.03461e-08 -2.38422e-08 -8.09965e-07
internal_weight=0 3101 3075 3042 3022 2988 2912 76 51 2887 2853 75 49 2778 47 2731 2703 99 2604 189 2415 169 2394 65 44 2329 2309 2227 2196 82
internal_count=3121 3101 3075 3042 3022 2988 2912 76 51 2887 2853 75 49 2778 47 2731 2703 99 2604 189 2415 169 2394 65 44 2329 2309 2227 2196 82
is_linear=0
shrinkage=0.1


Tree=7481
num_leaves=31
num_cat=0
split_feature=132 1185 43 12 50 0 2 52 399 132 1204 96 34 33 97 9 16 9 40 40 120 40 48 40 150 12 15 45 40 43
split_gain=3.60065e-09 1.67948e-08 5.76088e-09 6.02044e-09 3.92921e-09 3.23864e-09 4.0817e-09 5.88646e-09 5.86311e-09 4.78704e-09 3.08867e-09 2.60485e-09 4.16641e-09 1.36457e-08 3.60624e-08 6.98597e-09 1.97138e-08 7.65289e-09 3.47591e-09 2.79724e-09 6.35621e-09 5.67007e-09 1.28123e-08 8.32856e-09 1.07362e-08 3.9446e-09 2.55309e-08 1.64008e-08 9.13712e-09 5.42382e-09
threshold=-0.083174999999999985 -0.083264999999999992 -0.011244999999999998 0.087385000000000004 0.09227500000000001 -0.10096999999999999 0.097385000000000013 0.089575000000000016 0.087170000000000011 -0.41094499999999995 -0.084424999999999986 0.086110000000000006 -0.057544999999999992 0.085305000000000006 -0.084639999999999979 0.091600000000000015 -0.39185999999999993 0.081890000000000004 -0.068949999999999997 -0.24290999999999999 0.088020000000000015 -0.083564999999999987 0.084485000000000018 -0.079414999999999986 0.085455000000000017 -0.010834999999999999 -0.016799999999999995 0.084355000000000013 -0.07334499999999998 -0.052894999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 7 8 -7 -8 -10 12 13 14 -3 17 -17 19 -13 -14 21 22 -21 24 -23 26 28 -27 -25 -30
right_child=1 11 4 -5 -6 6 9 -9 10 -11 -12 18 15 -15 -16 16 -18 -19 -20 20 -22 23 -24 25 -26 27 -28 -29 29 -31
leaf_value=-3.2410116941521312e-07 2.8474426252549688e-06 -7.812798878366797e-07 -1.0020650426175357e-06 -2.696400236743557e-06 -1.2264906461366213e-06 1.4976503245214611e-06 2.1928887454691905e-06 -1.629751457699058e-06 4.4743831608684562e-07 3.1162956507354728e-08 -1.3100229728024715e-06 -1.5317886542334237e-06 -1.0906484140318557e-06 -1.1735461940964382e-06 4.9682581357046728e-06 5.9587025501829112e-07 -3.5801455250350499e-06 1.8393108012273644e-06 2.3691589547070181e-07 5.1895428815181987e-07 1.6039400431964169e-06 2.5484923377195535e-06 -2.5062087006208095e-06 -1.6058857032216373e-06 -4.2044741803692888e-07 1.2513087441408677e-09 -3.4895619992407017e-06 2.2806009453368859e-06 1.269354012644423e-06 -1.1255942282020868e-07
leaf_weight=23 21 24 24 20 28 26 20 20 20 21 20 25 23 23 20 26 20 23 20 28 25 29 28 28 21 2337 24 32 45 77
leaf_count=23 21 24 24 20 28 26 20 20 20 21 20 25 23 23 20 26 20 23 20 28 25 29 28 28 21 2337 24 32 45 77
internal_value=0 2.97161e-08 -3.8815e-07 -1.4275e-06 -1.38474e-07 6.3277e-08 2.64601e-07 -1.26835e-07 3.28594e-07 1.08566e-06 -4.31292e-07 9.15594e-09 2.11462e-08 8.00342e-07 1.83215e-06 2.27199e-09 -1.21979e-06 2.29392e-08 -7.45698e-07 7.44919e-09 1.68943e-08 1.91652e-09 -9.93627e-07 2.34169e-08 1.30154e-06 -1.71329e-09 -4.61267e-07 3.20403e-08 2.32604e-08 3.97163e-07
internal_weight=0 2899 222 43 179 151 127 86 66 41 40 2878 2833 67 44 2766 46 2720 45 2697 2674 2649 56 2593 50 2543 174 2369 150 122
internal_count=3121 2899 222 43 179 151 127 86 66 41 40 2878 2833 67 44 2766 46 2720 45 2697 2674 2649 56 2593 50 2543 174 2369 150 122
is_linear=0
shrinkage=0.1


Tree=7482
num_leaves=31
num_cat=0
split_feature=33 9 16 13 132 1185 132 50 131 132 133 15 15 1177 1176 393 129 129 128 13 15 13 0 13 12 16 1210 16 1212 16
split_gain=3.01039e-09 4.40426e-09 1.29976e-07 4.1123e-08 2.8169e-09 1.36849e-08 4.829e-09 4.37485e-09 2.85259e-09 4.04262e-09 3.45328e-09 3.86311e-09 5.62903e-09 2.64728e-09 6.28623e-09 4.85789e-09 2.67008e-09 8.85253e-09 8.82624e-09 3.09228e-09 1.59433e-08 2.39609e-08 1.50288e-08 5.51901e-09 6.83119e-09 7.30547e-09 3.46385e-09 2.28282e-08 4.73776e-08 2.96835e-08
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.076384999999999995 -0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.076979999999999979 -0.26625499999999996 -0.14717499999999997 0.084510000000000016 0.083840000000000012 -0.083384999999999973 1.0000000180025095e-35 -0.087924999999999989 0.10532000000000001 0.102035 0.10692000000000002 0.24813000000000004 -0.56020999999999987 0.23074000000000003 -0.067624999999999977 0.11217000000000001 0.09857500000000001 -0.092484999999999984 -0.00046999999999999993 -0.092484999999999984 -0.088629999999999987 -0.087484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 7 8 -2 -10 -11 12 -12 -7 15 -15 17 19 -18 20 -17 23 -21 26 25 -25 27 -22 -29 -30
right_child=1 2 -4 -5 5 13 -8 -9 9 10 11 -13 -14 14 -16 16 18 -19 -20 22 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-9.8053997428524462e-07 8.2243778305121066e-07 6.234192574578155e-07 7.4974825781737306e-06 -5.5766662376299796e-06 2.5626929127178127e-06 1.06873561119004e-06 -1.7952014494377573e-06 -1.3824781052352155e-06 -1.3096864340359051e-06 1.0382558651111106e-06 1.0053489584530932e-07 6.1990308495296633e-07 -2.0054070784102476e-06 1.294084764508782e-06 -1.4993144862529562e-06 2.6889722691562798e-06 -1.8700586398760304e-06 2.005210069455643e-06 5.9860703142281382e-07 3.1903144945124254e-07 -2.4355622026807679e-06 -3.2276850244828815e-06 -2.8987558556266216e-06 1.5644396420438647e-06 2.4080796417739035e-06 -1.0153058862828324e-06 -4.7977394847182118e-08 5.0952299277055731e-06 -3.2614565557506381e-06 6.5179902417502422e-07
leaf_weight=31 33 23 20 20 21 23 21 27 27 27 30 31 22 29 28 22 30 22 28 47 26 23 21 21 21 23 2217 22 22 163
leaf_count=31 33 23 20 20 21 23 21 27 27 27 30 31 22 29 28 22 30 22 28 47 26 23 21 21 21 23 2217 22 22 163
internal_value=0 9.83223e-09 8.3738e-07 -2.26034e-06 -7.39127e-09 1.94827e-08 -3.53671e-07 -2.00005e-07 -1.22005e-08 -2.13245e-07 5.58818e-08 -2.63686e-07 -7.90441e-07 3.26504e-10 -8.5608e-09 6.68987e-09 -7.09685e-09 7.59339e-09 -6.78289e-07 -9.12943e-09 8.54971e-09 -1.46848e-08 -6.74697e-07 1.46985e-08 9.24167e-07 2.15936e-07 -9.4303e-09 3.57346e-07 7.08146e-07 1.86439e-07
internal_weight=0 3090 63 43 3027 2809 218 197 170 137 110 83 52 2788 2765 2737 2708 2650 58 2628 2560 2538 68 2515 65 44 2450 233 207 185
internal_count=3121 3090 63 43 3027 2809 218 197 170 137 110 83 52 2788 2765 2737 2708 2650 58 2628 2560 2538 68 2515 65 44 2450 233 207 185
is_linear=0
shrinkage=0.1


Tree=7483
num_leaves=31
num_cat=0
split_feature=34 9 12 10 2 401 401 1213 1209 1212 1210 402 1208 43 16 1 155 155 15 15 2 484 158 45 401 391 132 1 394 393
split_gain=2.97007e-09 3.29922e-09 6.91774e-09 4.56489e-09 1.14788e-08 2.79805e-09 3.24521e-09 9.59959e-09 3.8335e-09 4.20991e-09 3.26658e-08 2.31656e-08 4.96708e-09 3.62485e-09 3.2361e-09 1.80257e-08 2.86156e-08 7.84303e-09 3.34024e-09 3.09336e-08 2.57269e-08 9.05267e-09 2.29874e-08 7.51741e-09 7.0221e-09 2.66575e-08 7.61189e-09 8.67448e-08 5.09355e-08 1.87984e-08
threshold=-0.10561499999999999 0.092890000000000014 -0.010834999999999999 0.053330000000000009 -0.080614999999999978 0.13837000000000002 0.11769000000000002 -0.015074999999999998 -0.090519999999999975 -0.089544999999999986 -0.21410999999999997 0.120965 0.11846000000000001 0.066275000000000014 0.62682500000000008 0.10234000000000001 0.14485500000000004 0.11854500000000001 -0.10203999999999998 -0.099734999999999976 -1.0000000180025095e-35 0.10126500000000001 0.10654500000000001 0.094030000000000016 0.10711000000000001 -0.081179999999999988 -0.083284999999999984 0.089475000000000013 0.11233000000000001 0.10483000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 8 -8 -6 11 -11 13 14 -10 17 -16 -17 18 20 -20 -12 22 -22 24 25 -21 27 29 -28 -27
right_child=1 2 -4 -5 5 -7 7 -9 9 10 12 -13 -14 -15 15 16 -18 -19 19 23 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-9.2953382390452831e-07 2.1024047153052658e-06 2.2365157849435491e-06 -3.3317237104959286e-07 -1.2293558870624113e-06 -1.1202162348185554e-06 -1.1581256179245734e-06 -2.3744083108567795e-07 2.5089265659516969e-06 -7.7962650208106901e-07 -3.7766308443441754e-06 3.2966998796487483e-06 3.5756653969223233e-06 1.539705031172205e-06 7.7569085516168589e-07 -2.5930607186334483e-06 -1.406125725225138e-06 3.077073982401165e-06 1.5970438919192666e-06 -3.8744623084529026e-06 -3.5661818249839905e-06 -7.409478724849633e-09 -1.9177632876480031e-06 3.3877122050168533e-06 -1.9004444316990321e-06 1.4949322719310719e-06 1.6927235902487936e-07 1.4607704226784898e-08 5.9474495646309851e-06 -5.0583587305652604e-06 -3.0653710103417164e-06
leaf_weight=34 26 20 22 30 31 21 35 20 43 23 26 21 21 23 30 35 24 31 21 21 396 22 21 21 31 98 1906 26 20 22
leaf_count=34 26 20 22 30 31 21 35 20 43 23 26 21 21 23 30 35 24 31 21 21 396 22 21 21 31 98 1906 26 20 22
internal_value=0 1.02374e-08 8.90489e-07 -1.904e-09 1.03095e-08 -7.88877e-09 2.49699e-10 7.61238e-07 -1.41184e-08 -2.22078e-09 -2.35443e-08 6.82827e-07 7.59607e-09 -2.37622e-07 -4.09942e-09 -5.97263e-07 4.17549e-07 1.57321e-08 -2.89982e-09 -5.51065e-08 2.40282e-07 5.92643e-08 1.63568e-07 -1.77142e-08 9.00381e-10 -2.12281e-08 1.47004e-08 7.10851e-07 -3.80711e-08 -4.23746e-07
internal_weight=0 3087 42 3045 3015 2989 2968 55 2913 2882 2795 87 2772 66 2751 89 59 2662 2631 2166 465 439 417 2145 2124 2093 2072 146 1926 120
internal_count=3121 3087 42 3045 3015 2989 2968 55 2913 2882 2795 87 2772 66 2751 89 59 2662 2631 2166 465 439 417 2145 2124 2093 2072 146 1926 120
is_linear=0
shrinkage=0.1


Tree=7484
num_leaves=31
num_cat=0
split_feature=30 132 394 15 50 1203 3 0 3 12 1208 1208 402 1210 42 42 1447 1456 1456 483 484 160 133 43 42 2 4 1210 2 4
split_gain=3.00212e-09 3.10165e-09 1.35754e-08 5.44447e-09 3.94489e-09 3.68749e-09 3.04975e-09 7.86288e-09 4.12878e-09 3.23668e-09 2.96481e-09 5.71199e-09 3.37714e-09 7.68864e-09 2.76164e-09 1.91696e-08 1.33889e-08 1.25363e-08 4.91477e-08 1.6361e-08 2.10723e-08 1.65111e-08 2.70606e-08 7.49266e-08 1.38268e-08 1.21367e-08 1.15177e-08 2.1216e-08 8.24677e-09 6.87546e-09
threshold=0.097280000000000019 -0.083174999999999985 0.10969000000000002 0.092400000000000024 0.09227500000000001 0.088520000000000015 -0.06977499999999999 -0.09515499999999999 -0.084524999999999975 0.087505000000000013 0.11531000000000001 0.10233500000000001 0.23460000000000003 -0.13847499999999999 0.091295000000000015 0.090990000000000015 -0.082344999999999988 -0.079429999999999987 -0.052299999999999992 0.10143000000000001 -0.063394999999999993 -0.073679999999999982 0.087495000000000003 -0.074359999999999996 0.092860000000000012 0.091185000000000002 -0.082594999999999988 -0.061049999999999993 0.090175000000000019 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 5 6 8 -8 9 -1 11 12 13 -3 15 29 -16 -18 -19 21 -21 22 23 -20 25 -23 28 -28 -26 -15
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 14 16 -17 17 18 19 20 -22 24 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-7.229735744829214e-07 -1.0914277240772208e-06 1.9770963285736796e-06 2.4563743228055581e-06 -1.7414721169188853e-06 -1.2742784785960536e-06 1.2147005107139691e-06 1.9254197300575644e-06 -7.2419017674481738e-07 -1.5637491471282444e-06 5.8402617229249806e-07 -1.025801490328604e-06 1.3555351607408284e-06 -1.0260690069410505e-06 -9.3747010905468449e-08 -2.3989627427804062e-06 2.6163483455391168e-06 -2.1837669279462986e-06 4.8898690226906182e-06 7.3215982633016772e-06 8.1896823964846351e-08 -4.4030231924807601e-06 -2.1123243889385113e-07 -8.0473455090540471e-07 -3.1937040396521544e-07 2.9691690558308893e-06 -3.4629401366004234e-06 -3.419981090360125e-06 -5.4031017792617087e-08 9.7449275244798643e-08 2.9682474435650255e-07
leaf_weight=40 25 20 23 25 28 22 21 24 26 36 27 32 31 1450 26 29 27 20 21 22 20 22 39 33 20 24 20 294 20 654
leaf_count=40 25 20 23 25 28 22 21 24 26 36 27 32 31 1450 26 29 27 20 21 22 20 22 39 33 20 24 20 294 20 654
internal_value=0 8.8202e-09 3.66384e-08 -3.51313e-07 -1.74897e-07 7.2496e-09 -1.73457e-07 5.12294e-07 -4.75995e-07 -1.03868e-07 1.71176e-08 2.70888e-08 1.18631e-08 2.35168e-08 9.26227e-09 6.28525e-08 -1.78744e-07 -7.95591e-08 2.28077e-08 -1.59138e-07 -2.05378e-06 2.27108e-09 1.20247e-06 2.65212e-06 -2.76775e-07 -1.90778e-06 -6.48372e-08 -2.68423e-07 1.53331e-06 2.76569e-08
internal_weight=0 3096 2874 222 197 169 147 45 102 76 2851 2824 2792 2761 2741 2133 608 582 555 535 42 493 93 54 400 46 354 314 40 2104
internal_count=3121 3096 2874 222 197 169 147 45 102 76 2851 2824 2792 2761 2741 2133 608 582 555 535 42 493 93 54 400 46 354 314 40 2104
is_linear=0
shrinkage=0.1


Tree=7485
num_leaves=31
num_cat=0
split_feature=96 9 4 1 15 4 4 10 4 43 4 133 3 151 15 13 43 15 2 16 51 47 401 394 4 151 16 16 150 13
split_gain=2.72358e-09 3.29071e-09 5.92876e-08 4.37225e-09 1.18446e-08 6.01406e-09 6.99688e-08 4.95026e-08 2.15607e-08 8.21059e-09 2.1181e-08 2.08592e-08 1.33368e-08 8.88783e-09 1.06336e-08 3.31926e-08 2.25532e-08 8.51713e-09 1.65303e-08 1.03363e-08 8.0516e-09 7.16643e-09 7.76194e-09 1.27383e-08 6.62306e-09 1.49063e-08 2.62971e-08 1.30222e-08 1.00265e-08 8.54773e-09
threshold=0.086110000000000006 -0.013509999999999999 0.053180000000000012 0.16540500000000002 -0.56020999999999987 0.053180000000000012 0.04735000000000001 -0.012544999999999999 0.055260000000000011 -0.095049999999999982 0.058735000000000009 0.089595000000000022 -0.095524999999999985 0.092070000000000013 -0.033689999999999991 -0.092879999999999976 0.097930000000000017 -0.052074999999999989 0.10644500000000001 -0.54165499999999989 -0.23823499999999997 0.10843500000000002 0.094955000000000025 -0.069949999999999984 0.033845000000000007 0.056735000000000001 -0.015314999999999997 -0.18708499999999997 0.10699000000000002 -0.088319999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 24 -7 -9 11 -11 12 -10 14 17 -16 -17 19 -19 -12 -21 22 23 -22 25 27 -27 -6 -28 -29
right_child=-2 3 -4 -5 5 7 -8 8 9 10 13 -13 -14 -15 15 16 -18 18 -20 20 21 -23 -24 -25 -26 26 28 29 -30 -31
leaf_value=3.746215169003179e-06 -7.7233709816937334e-07 -2.0232422331963759e-06 -3.2306200656269847e-06 1.4359159322230838e-06 -2.5820460905379152e-06 4.3925805024563101e-06 -5.5542983927659368e-06 -3.1374067211231708e-06 -9.9544290787889614e-07 2.9693674805300894e-06 2.2247831952881826e-06 -2.9320034136454917e-06 2.4691039391200324e-06 -1.7772501337276481e-06 -1.4645353000256971e-06 5.6140609456178939e-06 8.6503827134265532e-07 -3.1087039647188607e-06 4.8116856399654606e-07 -1.2734441308391464e-06 -2.0544344826589625e-06 -8.419253077818212e-07 2.4077893687035613e-06 5.9878240660799825e-07 -1.3970227949839148e-06 3.9547117379557819e-06 1.1764440958622322e-06 4.5878468679205753e-07 -1.434352312420136e-06 -1.0063371051450792e-07
leaf_weight=29 45 29 21 21 20 28 23 20 25 29 25 28 20 22 24 20 20 23 29 37 20 46 20 190 34 26 38 320 24 1865
leaf_count=29 45 29 21 21 20 28 23 20 25 29 25 28 20 22 24 20 20 23 29 37 20 46 20 190 34 26 38 320 24 1865
internal_value=0 1.13047e-08 8.15944e-07 -1.99069e-09 -1.20393e-08 7.55912e-09 -6.58112e-08 2.82991e-07 9.05687e-08 2.02263e-07 3.45561e-07 -7.89042e-07 5.44356e-07 1.85707e-07 2.80829e-07 1.47552e-06 3.23955e-06 8.4777e-08 -1.10666e-06 2.68075e-07 1.11788e-07 2.9749e-07 5.25373e-07 3.46095e-07 -1.15632e-08 8.98004e-09 1.28526e-06 -4.19554e-08 1.65813e-07 -1.87052e-08
internal_weight=0 3076 50 3026 3005 2976 2350 626 598 578 505 73 45 476 454 64 40 390 52 338 313 276 230 210 2327 2293 88 2205 62 2185
internal_count=3121 3076 50 3026 3005 2976 2350 626 598 578 505 73 45 476 454 64 40 390 52 338 313 276 230 210 2327 2293 88 2205 62 2185
is_linear=0
shrinkage=0.1


Tree=7486
num_leaves=31
num_cat=0
split_feature=10 1 0 47 51 42 11 97 10 15 15 4 4 2 1212 43 16 16 1212 12 401 1211 401 1210 13 1208 1210 3 403 13
split_gain=3.63261e-09 9.29446e-08 1.1989e-07 1.40076e-08 6.10988e-09 4.78034e-09 4.6495e-09 3.46771e-09 5.22618e-09 3.42538e-09 3.95121e-09 3.35204e-09 3.57308e-09 3.12154e-09 2.92594e-09 1.82382e-08 3.50044e-08 2.312e-08 6.63696e-09 5.02057e-08 4.30824e-09 8.54961e-09 5.46576e-09 5.67582e-09 9.84773e-09 5.69973e-09 4.85791e-09 4.20475e-09 3.74241e-09 1.26623e-08
threshold=-0.0091199999999999979 0.092695000000000013 -0.10151999999999999 1.0000000180025095e-35 0.087505000000000013 0.087405000000000024 -1.0000000180025095e-35 -0.079444999999999988 0.11294000000000003 -0.56020999999999987 -0.47308999999999996 0.51303500000000013 0.50822500000000004 -0.13033999999999998 -0.09083999999999999 -0.0047449999999999992 -0.081414999999999987 -0.091744999999999979 -0.063924999999999996 0.088245000000000004 -0.46360499999999999 0.11541000000000001 -1.0000000180025095e-35 0.0028200000000000005 -0.051094999999999995 0.106285 -0.26954499999999992 -0.078584999999999988 0.088465000000000002 -0.0065549999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -2 -8 9 -9 -11 12 13 -12 15 16 -15 -17 19 -16 -20 22 -22 25 -25 26 -24 -19 -28 -30
right_child=6 2 3 -5 -6 -7 7 8 -10 10 11 -13 -14 14 18 17 -18 27 20 -21 21 -23 23 24 -26 -27 28 -29 29 -31
leaf_value=-6.8013186410098567e-06 1.5057527077390529e-06 7.0446412066708637e-06 -2.1571052614143854e-06 -3.3634006501870315e-06 9.3089323745706087e-07 -1.6120526343651625e-07 -1.1155895865360637e-06 -1.263194115251411e-06 1.3360065963752278e-06 1.2703172469628044e-06 -9.8912731727391338e-07 -1.0100762782627727e-06 1.2341460376319448e-06 -5.0459875139841603e-06 -2.070173888820851e-06 3.0510983210660928e-06 1.467168850828838e-07 -1.2774972872112552e-06 -1.1934113915450672e-06 3.6479552467399651e-06 -1.4917552907907824e-06 1.5413808098954277e-06 1.5318797164268074e-06 2.7237312917263591e-06 -1.8779503884266329e-07 -1.6775731774032464e-06 -2.7275585979456555e-08 5.4011957104194155e-07 1.410571052923154e-06 -4.6560001010220731e-07
leaf_weight=20 21 23 21 20 24 28 27 21 30 25 31 32 24 21 28 25 34 35 29 34 24 37 21 21 26 20 2255 20 74 70
leaf_count=20 21 23 21 20 24 28 27 21 30 25 31 32 24 21 28 25 34 35 29 34 24 37 21 21 26 20 2255 20 74 70
internal_value=0 -5.05435e-07 5.80062e-07 -1.0187e-06 -3.76322e-07 -1.01659e-06 2.30279e-08 1.25228e-08 2.28936e-08 9.34235e-09 1.8602e-08 7.66422e-09 1.91763e-08 8.78085e-09 1.99327e-08 -4.34148e-07 -1.83595e-06 5.29593e-07 4.31615e-08 1.06557e-06 1.85633e-08 3.23573e-08 1.01216e-08 2.4615e-08 1.1131e-06 3.64829e-09 1.75427e-08 -6.16546e-07 4.28671e-09 4.98543e-07
internal_weight=0 136 116 93 73 49 2985 2964 2937 2907 2886 2861 2829 2805 2774 135 55 80 2639 62 2577 2548 2511 2487 47 2440 2420 55 2399 144
internal_count=3121 136 116 93 73 49 2985 2964 2937 2907 2886 2861 2829 2805 2774 135 55 80 2639 62 2577 2548 2511 2487 47 2440 2420 55 2399 144
is_linear=0
shrinkage=0.1


Tree=7487
num_leaves=31
num_cat=0
split_feature=10 16 1 12 43 11 1 1 123 1 1 376 52 3 156 52 1 15 156 9 2 4 4 160 4 15 0 0 12 2
split_gain=3.39408e-09 3.61269e-08 4.64403e-08 4.7794e-09 4.52437e-09 3.76524e-09 2.77596e-09 8.95502e-09 7.41255e-09 1.08753e-08 6.54802e-09 4.62045e-09 6.49448e-09 4.4461e-09 1.76641e-08 2.88649e-08 1.59497e-08 2.46661e-08 1.01517e-08 7.23308e-09 1.26884e-08 3.87213e-08 6.80053e-09 1.57652e-08 7.0949e-09 1.16403e-08 6.06863e-09 2.46411e-08 1.34126e-08 1.06521e-08
threshold=-0.011559999999999999 -0.056919999999999991 0.10956 -0.090609999999999982 -0.083879999999999996 -1.0000000180025095e-35 0.13686500000000004 0.13471500000000003 0.090420000000000014 0.14326500000000003 0.15799000000000005 0.085245000000000015 -0.049749999999999996 0.11658 0.083635000000000015 -0.080114999999999978 0.10658000000000002 -0.082809999999999981 0.3248100000000001 0.088235000000000022 -1.0000000180025095e-35 0.053180000000000012 0.41379000000000005 -0.061914999999999991 0.27044500000000005 -0.11345499999999999 0.12358500000000001 0.062580000000000011 0.096075000000000008 0.10467500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -2 7 11 9 -8 -11 13 -13 18 15 -15 -17 -18 19 20 21 -7 24 -24 26 -26 27 -22 29 -28
right_child=5 -3 3 4 -6 6 8 -9 -10 10 -12 12 -14 14 -16 16 17 -19 -20 -21 22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=-5.8635247120264475e-06 1.3551770280173515e-06 2.1289047983448956e-06 -1.4586111044915622e-06 -7.3712777520995592e-07 1.3899288205720951e-06 3.4303081779060791e-06 -2.5318438866665461e-06 1.8779555638012918e-06 8.3807707589526653e-07 8.0867463192325603e-07 -1.4783256315944355e-06 -2.0054560334554278e-06 5.8745938369091691e-08 -3.3729124851333838e-06 3.0533863958718635e-06 -1.1683584472376862e-06 2.4603301616372461e-07 4.5164982874926607e-06 -2.1345278358095046e-06 -1.7055206114946487e-06 8.2990577157146985e-09 -2.0309993749378922e-06 7.4805060086597614e-07 -2.4354682454941215e-06 -5.2163589980835924e-08 2.9359134218380362e-06 1.3317833723444243e-06 -3.2810271576359491e-06 2.5821647372579502e-06 -1.4027096971529255e-06
leaf_weight=20 21 36 24 20 20 37 29 26 31 31 21 27 35 20 24 27 38 21 22 24 2321 20 28 35 32 22 28 23 29 29
leaf_count=20 21 36 24 20 20 37 29 26 31 31 21 27 35 20 24 27 38 21 22 24 2321 20 28 35 32 22 28 23 29 29
internal_value=0 -5.21505e-07 -1.65739e-06 -3.42979e-07 3.26401e-07 2.08515e-08 1.14485e-08 3.05215e-08 -4.76955e-07 -9.80239e-07 -1.14922e-07 1.36202e-08 -8.40181e-07 3.26618e-08 6.03639e-07 4.89792e-08 8.44768e-07 1.76603e-06 4.65163e-09 2.25595e-08 3.84865e-08 1.51406e-06 5.46427e-09 -1.02057e-06 3.14869e-08 1.1652e-06 6.29326e-09 -2.39768e-08 8.31327e-07 -5.94499e-08
internal_weight=0 120 84 64 40 3001 2980 2868 112 81 52 2842 62 2780 130 106 86 59 2650 2628 2604 57 2547 63 2484 54 2430 2344 86 57
internal_count=3121 120 84 64 40 3001 2980 2868 112 81 52 2842 62 2780 130 106 86 59 2650 2628 2604 57 2547 63 2484 54 2430 2344 86 57
is_linear=0
shrinkage=0.1


Tree=7488
num_leaves=31
num_cat=0
split_feature=156 1425 10 0 0 51 97 34 0 9 0 2 45 2 2 3 2 13 2 480 376 2 16 2 2 480 133 133 133 133
split_gain=2.93601e-09 3.22921e-09 2.76528e-09 3.29662e-08 3.01207e-08 8.98691e-09 3.77442e-09 1.73813e-08 5.99127e-09 4.86343e-09 1.12948e-08 9.86336e-09 3.72612e-09 3.10313e-09 4.26902e-08 3.60403e-08 2.11669e-08 3.63137e-08 1.53101e-08 1.24558e-08 1.1003e-08 9.88409e-09 3.26374e-08 2.39867e-08 3.30994e-08 8.57602e-08 7.38518e-09 8.52167e-09 2.52806e-08 1.93975e-08
threshold=0.32523500000000005 0.10129000000000002 -0.011559999999999999 -0.10224499999999999 -0.084804999999999978 0.080335000000000018 -0.079444999999999988 -0.057544999999999992 -0.0058249999999999994 0.088235000000000022 -0.010949999999999998 -1.0000000180025095e-35 0.094030000000000016 0.096325000000000008 0.095195000000000016 -0.076514999999999986 0.097220000000000015 -0.064619999999999983 0.097845000000000015 0.11387000000000001 0.049360000000000008 0.094095000000000012 -0.07550999999999998 0.093320000000000014 0.092755000000000018 0.10183000000000002 0.50628500000000021 0.089595000000000022 0.093615000000000018 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 8 -8 -4 11 -11 -9 13 14 19 -16 17 -15 -18 20 21 23 -23 24 25 -13 27 29 -29 -20
right_child=-2 -3 6 4 5 -7 7 9 -10 10 -12 12 -14 16 15 -17 18 -19 26 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.7003425427428736e-06 1.1784352885851627e-06 -1.1399067698221189e-06 -2.1683131566874184e-06 3.281645130160681e-06 -1.8369538406659557e-06 4.4578476393673874e-07 2.7136110910911766e-06 1.8310984974808283e-06 2.7939412063915373e-07 -2.7870918287931091e-06 4.3060383158414582e-07 -1.9558196443671423e-09 -1.0171242549209377e-06 5.4549494942079951e-06 -2.7514040085850954e-07 -6.1338134401012214e-06 -2.1934745330421218e-06 -3.7132004447061184e-07 1.6418508199594498e-07 2.283147896283329e-06 2.2656519872400951e-06 4.1564192149285592e-06 -7.8214170926571571e-07 -2.5974258258466343e-06 3.3860500725576719e-06 -6.5898140559284005e-06 1.8725915026607255e-06 -2.8858896849707591e-06 8.3173880540042203e-08 3.3289465434904744e-06
leaf_weight=25 21 25 20 26 35 34 24 30 20 20 24 1650 35 20 21 21 29 23 612 24 21 23 32 37 28 20 24 36 141 20
leaf_count=25 21 25 20 26 35 34 24 30 20 20 24 1650 35 20 21 21 29 23 612 24 21 23 32 37 28 20 24 36 141 20
internal_value=0 -7.97525e-09 1.22744e-09 -4.69354e-07 3.80906e-07 -7.12126e-07 2.03374e-08 3.35764e-08 -9.4446e-07 1.13278e-08 -1.03199e-06 2.7452e-08 8.24387e-09 2.11439e-08 -5.21915e-08 -3.20448e-06 1.73244e-07 2.33857e-06 6.52287e-08 1.99589e-08 -1.00336e-08 -3.67316e-08 1.28307e-06 -7.85699e-08 -2.36831e-08 -8.08523e-08 1.43863e-07 9.25781e-08 -5.20703e-07 2.64336e-07
internal_weight=0 3100 3075 120 95 69 2955 2915 40 2891 44 2847 2817 2782 1877 42 905 43 862 1835 1811 1790 55 1735 1698 1670 833 809 177 632
internal_count=3121 3100 3075 120 95 69 2955 2915 40 2891 44 2847 2817 2782 1877 42 905 43 862 1835 1811 1790 55 1735 1698 1670 833 809 177 632
is_linear=0
shrinkage=0.1


Tree=7489
num_leaves=31
num_cat=0
split_feature=132 399 1203 393 133 1177 394 390 1185 403 1186 129 12 133 3 2 4 41 41 41 0 1210 1213 3 402 1210 16 0 403 403
split_gain=2.63084e-09 1.24134e-08 8.99944e-09 3.12143e-09 7.18141e-09 2.81841e-09 5.84613e-09 4.96799e-09 4.97153e-09 7.19831e-09 3.54476e-09 3.13921e-09 9.48333e-09 1.6154e-08 1.54263e-08 1.28548e-08 6.51307e-09 4.5656e-09 1.48101e-08 1.3522e-08 4.49992e-09 2.97966e-08 1.703e-08 4.69947e-08 3.99115e-08 1.16805e-08 3.87833e-08 1.26631e-08 7.74597e-08 1.17823e-08
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.092175000000000021 -0.020859999999999997 -0.083384999999999973 -0.13579999999999995 0.088375000000000023 0.085905000000000009 -0.081224999999999992 -1.0000000180025095e-35 0.084115000000000009 0.090165000000000009 0.087170000000000011 -0.091354999999999978 0.094565000000000024 -0.083249999999999977 0.088520000000000015 0.095655000000000018 0.082735000000000017 -0.086934999999999985 -0.018549999999999994 0.04198000000000001 -0.081334999999999977 0.10686000000000002 -0.13847499999999999 -0.082179999999999989 -0.086234999999999992 -0.0047449999999999992 -0.53255499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 -2 -7 8 10 -10 -8 17 13 16 -14 -16 -13 19 -19 20 21 -12 24 -24 -23 26 -22 28 -27 -29
right_child=1 -3 -4 4 -6 6 7 -9 9 -11 11 12 14 -15 15 -17 -18 18 -20 -21 25 22 23 -25 -26 27 -28 29 -30 -31
leaf_value=-1.3050472098903898e-07 1.1967031332460465e-06 1.8205835120074644e-06 -2.3573575259661085e-06 -2.1566045116320049e-06 4.9111645921584574e-07 -1.4871586240762835e-06 -1.0099043661934308e-06 1.4518644658068071e-06 -1.9039692683070991e-07 2.3979862930900708e-06 -4.0204146000633048e-06 1.8691987347232326e-06 -2.4259006906959258e-06 3.6381229847393118e-06 -1.489080621155381e-06 1.6576061711561665e-06 -2.4910793080322191e-07 -2.718365328291839e-06 6.0292058904075215e-07 2.4081511806729317e-06 4.8451703746433767e-06 -1.1414594503852034e-07 5.4303439142699979e-06 -8.2763173206027808e-07 -4.5288086529434882e-06 5.9106991487999996e-06 -8.3984916590752945e-07 -1.679699788664515e-06 -1.8027964110463775e-06 2.0666893373541736e-08
leaf_weight=196 20 38 20 21 20 26 35 24 22 21 20 21 25 20 20 37 47 25 29 23 21 825 20 30 21 23 28 42 30 1371
leaf_count=196 20 38 20 21 20 26 35 24 22 21 20 21 25 20 20 37 47 25 29 23 21 825 20 30 21 23 28 42 30 1371
internal_value=0 2.5043e-08 -3.36695e-07 1.2444e-09 -8.65033e-07 1.38125e-08 5.38133e-09 1.93403e-08 6.86552e-09 1.0737e-06 -1.00433e-08 3.02429e-09 4.18882e-07 1.13986e-06 -3.5485e-07 5.53506e-07 4.05075e-07 -2.51638e-08 -9.34712e-07 -5.14929e-09 -2.79818e-08 -2.02954e-07 -1.17743e-07 1.67556e-06 -2.2373e-07 7.78098e-08 1.59659e-06 2.70458e-08 1.54457e-06 -2.98748e-08
internal_weight=0 2905 216 2867 41 2826 2806 2780 2756 43 2713 2678 170 88 82 57 68 2508 54 2454 2431 916 896 50 846 1515 49 1466 53 1413
internal_count=3121 2905 216 2867 41 2826 2806 2780 2756 43 2713 2678 170 88 82 57 68 2508 54 2454 2431 916 896 50 846 1515 49 1466 53 1413
is_linear=0
shrinkage=0.1


Tree=7490
num_leaves=31
num_cat=0
split_feature=1365 142 11 34 2 34 9 16 2 16 151 15 150 150 147 49 151 52 4 13 130 1 48 1 1 0 1447 49 13 15
split_gain=2.85609e-09 2.70891e-09 7.31654e-09 4.68691e-09 1.13461e-08 7.64686e-09 7.53224e-09 1.22718e-08 9.07325e-09 1.9509e-08 3.74702e-09 7.79566e-09 5.33522e-09 1.05831e-08 4.02559e-09 4.01569e-09 1.22781e-08 1.04253e-08 2.01998e-08 6.66109e-09 4.63669e-09 6.65653e-09 4.52538e-09 4.14907e-09 1.67488e-08 1.63639e-08 1.63763e-08 1.60711e-08 1.90061e-08 5.89162e-08
threshold=0.08981500000000002 -0.057499999999999989 -0.014494999999999999 -0.083689999999999987 -0.045829999999999989 -0.057544999999999992 0.091600000000000015 -0.40995499999999996 -1.0000000180025095e-35 -0.056919999999999991 0.10561000000000002 -0.026084999999999994 0.12640500000000002 0.12068000000000002 0.094075000000000006 -0.087004999999999985 0.0045550000000000009 -0.013374999999999998 -0.013125 -0.080759999999999985 -0.23123999999999997 0.15799000000000005 0.14093000000000003 0.089625000000000024 0.089105000000000018 -0.23001499999999997 0.059120000000000013 -0.08130999999999998 -0.081029999999999977 0.082685000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 8 -8 9 -7 12 -12 13 14 15 17 20 18 -10 -19 -17 22 23 24 25 -22 -27 -25 29 -29
right_child=-2 2 3 5 -6 6 7 -9 10 -11 11 -13 -14 -15 -16 16 -18 19 -20 -21 21 -23 -24 27 -26 26 -28 28 -30 -31
leaf_value=1.0731656422412134e-06 1.1353738350614798e-06 -1.8332613742379842e-06 -2.1625659759262239e-06 1.6045535862000785e-06 3.7200158230557705e-07 -5.59088692379343e-07 2.6141122994569902e-07 -3.1255502722160597e-06 -7.4687369533421593e-08 3.5635910328644307e-06 2.131080525430207e-06 -1.4262930080041027e-07 -1.2297263626553307e-06 2.287549639365949e-06 -1.1731899945743863e-06 1.4776138240926057e-06 2.4255920045507517e-06 1.2975548033313262e-06 -3.9208251936625771e-06 -8.4264882459067923e-07 2.5234272700257725e-06 -1.7079413174028362e-06 1.3972976055900133e-06 -2.8156185477279869e-06 2.6397931374049225e-06 -4.7265986378986473e-08 2.1691519189998337e-06 -1.4992230992188699e-07 1.9538866047728662e-07 -4.6844657049405216e-06
leaf_weight=23 22 22 33 30 38 24 23 20 36 22 25 38 36 20 30 21 21 33 22 26 26 23 23 23 25 1707 34 158 502 35
leaf_count=23 22 22 33 30 38 24 23 20 36 22 25 38 36 20 30 21 21 33 22 26 26 23 23 23 25 1707 34 158 502 35
internal_value=0 -8.0595e-09 -1.61441e-08 -3.05418e-09 -8.06037e-07 1.6058e-08 -7.97334e-11 -1.31392e-06 1.93344e-08 1.41263e-06 -3.04392e-09 7.59637e-07 -2.01981e-08 -4.45017e-09 -2.11496e-08 -8.4199e-09 1.73889e-08 -5.81508e-07 -1.53357e-06 3.54414e-07 -2.23554e-09 -1.43939e-08 9.83721e-10 -1.18112e-08 6.95715e-08 3.32073e-08 -3.98155e-09 -2.14928e-07 -1.28862e-07 -9.72249e-07
internal_weight=0 3099 3076 3054 71 2983 2953 43 2910 46 2864 63 2801 2765 2745 2715 2598 117 58 59 2577 2556 2533 2510 1792 1767 1741 718 695 193
internal_count=3121 3099 3076 3054 71 2983 2953 43 2910 46 2864 63 2801 2765 2745 2715 2598 117 58 59 2577 2556 2533 2510 1792 1767 1741 718 695 193
is_linear=0
shrinkage=0.1


Tree=7491
num_leaves=31
num_cat=0
split_feature=130 12 9 33 9 12 34 11 45 1429 156 45 11 13 475 11 11 1 1 1 1 1447 160 160 480 50 1375 52 133 132
split_gain=2.73844e-09 6.67376e-09 2.58678e-09 1.0126e-08 8.26514e-09 6.0145e-09 3.61851e-09 9.28721e-09 3.14834e-09 6.50619e-09 1.02645e-08 3.8262e-09 3.56264e-09 1.28004e-08 8.09935e-09 4.62473e-09 6.37677e-09 3.56629e-09 4.83843e-08 2.75336e-08 3.02007e-08 1.18373e-08 1.04312e-08 2.15609e-08 8.94666e-09 8.74234e-09 7.67866e-09 2.15532e-08 9.99712e-09 7.37417e-09
threshold=-0.23647499999999996 0.23631000000000002 0.092890000000000014 -0.009184999999999997 0.085555000000000006 -0.069644999999999985 -0.08786999999999999 -1.0000000180025095e-35 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.116775 0.095720000000000013 0.095710000000000017 0.093020000000000005 0.088065000000000018 0.08326500000000002 0.092390000000000014 0.093100000000000002 0.094090000000000021 0.094715000000000008 0.059120000000000013 0.11205000000000002 0.090980000000000019 0.11144000000000001 0.13276000000000002 0.08456000000000001 -0.080979999999999983 0.087285000000000015 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -4 -5 -8 9 -9 12 -10 14 -14 15 16 17 21 -19 -20 -21 24 23 -22 25 26 29 -28 -29 -11
right_child=1 -3 5 4 -6 -7 7 8 11 10 -12 -13 13 -15 -16 -17 -18 18 19 20 22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.1663810960271804e-06 -1.9090611236346638e-06 1.7430364292439745e-06 -5.6434964790241793e-07 1.3277978273507075e-06 1.9326316408875177e-06 1.7422747482407013e-06 -2.1694373344871566e-06 -1.817511767221447e-06 1.7246267384013231e-06 5.9448016663896347e-07 2.2499426347621921e-06 -1.2002693148877534e-07 -2.5556614742606106e-06 8.1831492867546664e-07 1.8198903674715439e-06 -1.2812847467887031e-06 1.3915966924571422e-06 -4.3711126709114176e-06 2.8562737519854227e-06 -3.6753124353102373e-06 -3.1401011806372141e-08 1.8381729057005537e-06 1.6972280228344518e-06 -2.9730348381179922e-06 -1.5536360573757219e-06 1.6267808452058115e-06 3.1829465959682626e-06 -2.0163560748187594e-06 1.1075981655310551e-06 -9.551487280668688e-08
leaf_weight=20 28 22 20 20 22 26 20 20 23 171 20 22 23 22 24 29 32 27 31 24 598 36 32 26 36 34 28 20 21 1644
leaf_count=20 28 22 20 20 22 26 20 20 23 171 20 22 23 22 24 29 32 27 31 24 598 36 32 26 36 34 28 20 21 1644
internal_value=0 7.52297e-09 -4.87759e-09 -1.61656e-08 1.47204e-09 7.39395e-07 -1.27705e-08 -2.18192e-08 -7.22448e-09 -2.0113e-08 -7.62238e-09 8.22796e-07 -2.34206e-08 -9.06162e-07 -9.29925e-09 -2.50399e-08 -1.18402e-08 -2.83028e-08 -2.16055e-07 -5.82678e-08 -1.91137e-07 4.13259e-08 -6.36668e-08 -1.53969e-07 8.22121e-09 3.75366e-08 8.85595e-09 1.04427e-06 -4.16282e-07 -3.05071e-08
internal_weight=0 3101 3079 3033 3005 46 2983 2963 2943 2898 2878 45 2858 45 2813 2789 2760 2728 738 711 680 1990 656 624 1954 1918 1884 69 41 1815
internal_count=3121 3101 3079 3033 3005 46 2983 2963 2943 2898 2878 45 2858 45 2813 2789 2760 2728 738 711 680 1990 656 624 1954 1918 1884 69 41 1815
is_linear=0
shrinkage=0.1


Tree=7492
num_leaves=31
num_cat=0
split_feature=12 130 132 1185 15 50 1203 39 33 12 9 15 44 49 475 2 3 3 49 483 483 1456 2 4 4 16 1 3 480 483
split_gain=2.9464e-09 6.05403e-09 2.71026e-09 1.22061e-08 4.61927e-09 2.93519e-09 4.06293e-09 2.72964e-09 1.21429e-08 1.09366e-08 4.18585e-09 5.78944e-09 3.06298e-09 3.26823e-09 1.48361e-08 2.13588e-08 9.82866e-09 2.73785e-08 8.70266e-09 6.20859e-09 8.55912e-09 7.48712e-09 6.07009e-09 1.12169e-08 1.9559e-08 7.61596e-09 1.56101e-08 1.14775e-08 6.03044e-09 6.50791e-09
threshold=0.23631000000000002 -0.22461999999999996 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.09227500000000001 0.088520000000000015 -1.0000000180025095e-35 -0.009184999999999997 -0.029094999999999999 0.088235000000000022 -0.18895499999999996 0.084760000000000016 0.097360000000000016 -0.085774999999999976 0.087625000000000022 -0.094874999999999987 -0.085114999999999982 0.092185000000000017 0.13640000000000002 0.12325000000000001 0.10959500000000001 0.10327000000000001 0.056795000000000005 0.00063500000000000004 -0.018494999999999998 0.11654500000000001 -0.076234999999999983 0.11387000000000001 0.11395500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 9 -9 -5 12 -12 13 18 -15 -16 -17 -18 19 20 21 28 23 24 -19 26 -24 -27 29 -10
right_child=-2 2 3 7 -6 -7 -8 8 10 -11 11 -13 -14 14 15 16 17 22 -20 -21 -22 -23 25 -25 -26 27 -28 -29 -30 -31
leaf_value=1.4992458695225518e-06 -1.1276492268339296e-06 -2.1134013316705765e-07 2.4234867255689188e-06 -6.1810820079699633e-07 -1.6217526662103413e-06 -1.1270803991944181e-06 1.2457723441111119e-06 -2.0098363196060143e-06 -1.9034423828916242e-08 2.5192447800037602e-06 9.0580685456884309e-08 2.2347577032633126e-06 8.4283487079720281e-07 -2.959451764183996e-06 2.3814217638573609e-06 1.0642503577794225e-06 -4.2238802643623784e-06 -3.7656561403309751e-07 1.253552021905437e-06 1.7034144721470685e-06 -2.0835395264739984e-06 -1.549074816268565e-06 2.6187015838071863e-06 7.8889100431448846e-07 -4.2967453055098302e-06 1.1608014782874913e-06 -9.4086695257415571e-07 -1.5805598271375249e-06 1.5923755067130214e-06 1.6719357518013567e-06
leaf_weight=27 23 147 21 25 25 28 22 30 2180 20 34 20 42 20 30 37 20 35 56 21 20 31 28 24 20 24 22 42 24 23
leaf_count=27 23 147 21 25 25 28 22 30 2180 20 34 20 42 20 30 37 20 35 56 21 20 31 28 24 20 24 22 42 24 23
internal_value=0 8.37608e-09 -4.73153e-09 2.14923e-08 -3.41271e-07 -1.78773e-07 -2.16569e-08 3.6557e-09 -8.83718e-09 7.76271e-07 1.29681e-08 8.8472e-07 -4.47339e-09 -1.7867e-08 -3.27575e-07 -1.40917e-07 -4.41196e-07 -7.00273e-07 2.18493e-08 -8.15307e-09 -2.39314e-08 -5.68859e-09 -3.38877e-07 -1.01495e-06 -1.80209e-06 1.21554e-07 1.05249e-06 -5.83701e-07 1.57955e-08 -1.38017e-09
internal_weight=0 3098 3071 2849 222 197 169 2828 2783 45 2753 54 2699 2657 302 282 252 215 2355 2299 2278 2258 195 79 55 116 50 66 2227 2203
internal_count=3121 3098 3071 2849 222 197 169 2828 2783 45 2753 54 2699 2657 302 282 252 215 2355 2299 2278 2258 195 79 55 116 50 66 2227 2203
is_linear=0
shrinkage=0.1


Tree=7493
num_leaves=31
num_cat=0
split_feature=130 12 1185 131 1209 1210 400 400 132 399 399 50 393 16 1185 130 130 394 3 3 403 401 1208 1210 1209 52 39 33 9 9
split_gain=2.83388e-09 6.2079e-09 2.42658e-09 2.88764e-09 4.14869e-09 4.52098e-09 3.60687e-09 5.46349e-09 4.32114e-09 1.06979e-07 6.20891e-08 1.53449e-08 5.30866e-09 4.23737e-09 3.83122e-09 3.89272e-09 1.71155e-08 1.31929e-08 6.7832e-09 4.82317e-09 4.67068e-09 6.83962e-09 4.07865e-09 5.59372e-09 4.77356e-09 6.27827e-09 4.16223e-09 1.03111e-08 4.06611e-09 4.97545e-09
threshold=-0.23647499999999996 0.23631000000000002 0.093750000000000014 0.13767000000000004 0.14268500000000003 0.258635 0.12955000000000003 0.10782000000000001 -0.083284999999999984 0.091580000000000009 0.091580000000000009 0.09227500000000001 0.09389500000000002 0.67964000000000013 0.085905000000000009 -0.004729999999999999 -0.0091299999999999975 -0.09095499999999998 -0.085384999999999975 -0.03694999999999999 0.62200000000000011 0.13607500000000003 0.10233500000000001 -0.14310999999999999 0.088060000000000013 0.083680000000000018 -1.0000000180025095e-35 -0.009184999999999997 0.088235000000000022 0.10141500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 11 12 -2 13 14 15 16 18 -17 -10 -20 21 22 23 -19 26 -26 -25 -28 -29 -30
right_child=1 -3 -4 -5 -6 -7 -8 -9 10 -11 -12 -13 -14 -15 -16 17 -18 20 19 -21 -22 -23 -24 24 25 -27 27 28 29 -31
leaf_value=-1.1865331305216388e-06 4.32103726353918e-08 1.6814977935940658e-06 -1.005902953110649e-06 -1.0458080081522125e-06 1.4480651179837878e-06 -1.4954596758798291e-06 1.2091647904526328e-06 -1.5670565155480952e-06 -7.6631077247344502e-07 7.3895826830039373e-06 -5.1906669242547977e-06 -2.6921109229860463e-06 1.3280133433021725e-06 1.3347511564158292e-06 1.0105924305920584e-06 2.5710997616101849e-06 -3.1628050345759785e-06 -1.4278680656129188e-06 1.9363047571955987e-06 -9.3871160061098636e-08 -1.3408338191949884e-06 1.8482771122307895e-06 1.1703682005269192e-06 1.1625074382115191e-06 -1.1546700297207406e-07 2.0035438317925719e-06 -1.9857597214501802e-06 -4.0005310615623294e-08 1.9526364983745302e-06 -4.8861694200173519e-08
leaf_weight=20 141 22 24 26 20 20 25 22 57 20 23 24 31 24 37 20 21 28 22 25 26 20 29 29 29 27 27 2232 23 27
leaf_count=20 141 22 24 26 20 20 25 22 57 20 23 24 31 24 37 20 21 28 22 25 26 20 29 29 29 27 27 2232 23 27
internal_value=0 7.65312e-09 -4.30679e-09 3.56172e-09 1.25692e-08 3.02784e-09 1.30545e-08 2.96587e-09 1.47063e-08 4.8256e-07 -1.66876e-08 -3.54655e-07 2.6839e-08 1.19161e-08 6.54423e-11 -1.40865e-08 -5.58774e-07 1.29639e-08 -3.29595e-08 8.56424e-07 -7.52579e-09 6.50335e-09 -8.5254e-09 -2.2641e-08 -6.20557e-09 9.06199e-07 -2.80596e-08 -4.30126e-08 -2.00265e-08 8.71827e-07
internal_weight=0 3101 3079 3055 3029 3009 2989 2964 2942 185 2757 165 2734 2703 2679 2642 125 2517 104 47 2497 2471 2451 2422 2394 56 2338 2309 2282 50
internal_count=3121 3101 3079 3055 3029 3009 2989 2964 2942 185 2757 165 2734 2703 2679 2642 125 2517 104 47 2497 2471 2451 2422 2394 56 2338 2309 2282 50
is_linear=0
shrinkage=0.1


Tree=7494
num_leaves=31
num_cat=0
split_feature=12 130 33 106 34 104 33 10 4 9 45 142 9 41 4 1132 376 12 49 15 48 16 2 2 2 48 50 0 0 4
split_gain=3.17492e-09 5.42905e-09 3.04275e-09 3.68441e-09 7.50671e-09 8.44416e-09 4.77481e-09 6.39829e-09 5.29177e-08 5.13988e-09 3.84828e-09 7.04511e-09 3.27052e-09 6.77166e-09 1.00166e-08 3.47836e-09 5.68768e-09 4.11161e-09 7.4909e-09 9.70585e-09 1.0169e-08 9.07514e-09 6.71184e-09 3.16355e-08 3.04368e-08 1.02438e-08 9.64658e-09 1.12521e-08 1.26825e-08 1.38115e-08
threshold=0.23631000000000002 -0.22461999999999996 -0.044254999999999996 0.089100000000000026 -0.08786999999999999 0.083745000000000014 0.082285000000000011 -0.010699999999999999 0.053180000000000012 -0.013509999999999999 0.094030000000000016 -1.0000000180025095e-35 0.088235000000000022 0.086565000000000017 0.052250000000000012 0.048480000000000009 -1.0000000180025095e-35 -0.082514999999999991 -0.080604999999999982 -0.11345499999999999 0.088735000000000022 -0.13941499999999998 0.11682500000000001 0.11510000000000002 0.11411 0.11865500000000002 0.091320000000000012 -0.23091999999999999 -0.073309999999999986 0.50996500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -6 -9 11 -11 13 15 -15 16 -13 18 -18 21 -21 -20 23 24 25 -19 27 -24 -29 -30
right_child=-2 2 3 -5 5 -7 -8 9 -10 10 -12 12 -14 14 -16 -17 17 22 19 20 -22 -23 26 -25 -26 -27 -28 28 29 -31
leaf_value=1.4205134035634089e-06 -1.1705641297695642e-06 1.1680991292450928e-06 1.9293417568633233e-06 -1.1540059114776927e-06 -3.6325547629445512e-06 -2.062372283262448e-06 1.539210376790834e-06 1.4659089221898588e-06 2.924551021834532e-06 1.7917905025073693e-06 -1.0457866307790806e-06 -1.7091843619709835e-06 -1.0432208831427186e-06 2.5303612218863236e-06 1.0203915004919919e-07 1.2945831122124219e-06 2.2596009763392868e-06 -2.0791120597365519e-08 1.2634285529824603e-07 3.1994524940801643e-07 -2.5722534417127464e-06 2.6784507737560988e-06 -2.5917355890214824e-06 3.1809307609780864e-06 -3.7367841783138417e-06 2.1004655536671637e-06 -2.4051495156243164e-06 1.3519307465823818e-06 -1.6151931038253153e-07 -2.9239819225170193e-06
leaf_weight=27 23 22 20 28 32 20 20 24 20 22 35 20 30 26 49 20 21 2232 38 31 20 22 20 31 22 23 25 46 131 21
leaf_count=27 23 22 20 28 32 20 20 24 20 22 35 20 30 26 49 20 21 2232 38 31 20 22 20 31 22 23 25 46 131 21
internal_value=0 8.69307e-09 -3.71955e-09 -1.21748e-08 -1.59178e-09 -1.44604e-08 -7.20614e-10 -1.1122e-08 -1.11059e-06 8.53158e-09 -3.59218e-09 9.2067e-09 -4.66064e-09 6.47474e-09 9.43857e-07 -1.93437e-08 -2.90657e-08 -1.65415e-08 5.27665e-07 2.00002e-07 -8.1425e-07 1.06212e-06 -4.47012e-08 7.9309e-09 -3.52676e-08 8.44757e-10 -5.44598e-07 -3.31232e-07 -1.02898e-07 -5.43175e-07
internal_weight=0 3098 3071 3049 3021 3001 2981 2961 52 2909 2885 2850 2828 2798 75 2723 2703 2683 132 111 51 60 2551 2308 2277 2255 243 218 198 152
internal_count=3121 3098 3071 3049 3021 3001 2981 2961 52 2909 2885 2850 2828 2798 75 2723 2703 2683 132 111 51 60 2551 2308 2277 2255 243 218 198 152
is_linear=0
shrinkage=0.1


Tree=7495
num_leaves=31
num_cat=0
split_feature=130 10 0 40 40 40 34 40 97 34 9 0 2 43 45 132 399 1203 393 16 16 43 3 129 2 2 15 2 160 3
split_gain=2.88401e-09 6.43285e-09 1.48787e-08 6.47417e-09 3.73837e-09 6.53945e-09 4.77794e-09 5.35448e-09 6.09928e-09 2.41392e-08 6.64478e-09 1.47384e-08 6.23449e-09 4.50469e-09 3.07503e-09 2.97098e-09 1.29873e-08 8.63549e-09 3.55863e-09 4.88014e-09 1.01917e-08 2.89953e-08 9.85287e-09 8.73794e-09 8.52611e-09 3.58551e-08 2.04191e-08 1.935e-08 2.04298e-08 1.13284e-08
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 -0.085734999999999992 -0.083564999999999987 -0.112215 -0.082239999999999994 -0.082154999999999992 -0.057544999999999992 0.091600000000000015 -0.019414999999999998 -1.0000000180025095e-35 -0.10603999999999998 0.094030000000000016 -0.083449999999999983 0.091580000000000009 0.089480000000000018 0.092175000000000021 -0.15241499999999997 -0.29154999999999992 -0.0047449999999999992 -0.081459999999999991 -0.082304999999999975 0.090050000000000005 0.089725000000000013 0.11842000000000001 0.090545000000000014 -0.54512499999999997 -0.070099999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 13 -6 -7 -8 -9 -10 12 -12 -11 -5 15 17 18 -14 19 20 -17 22 -22 -21 25 26 29 -26 -29 -25
right_child=1 3 -4 4 5 6 7 8 9 10 11 -13 14 -15 -16 16 -18 -19 -20 23 21 -23 -24 24 27 -27 -28 28 -30 -31
leaf_value=-1.1969756576490909e-06 -6.070617376151079e-07 -1.758741191657637e-06 3.2040323640103451e-06 2.0115633685691138e-06 -1.481431628841771e-06 -1.433199747185901e-06 1.6048140231478536e-06 -1.6564776072672513e-06 3.1087779148037956e-06 1.3146743280382604e-06 -3.2410644936931021e-06 4.0099059447129551e-07 -1.513162117187281e-07 1.6565023770453992e-07 -9.4120808988407147e-07 -5.380102487584617e-08 1.9449975541517365e-06 -2.3358634393844115e-06 -9.6817698802722688e-07 2.104774018464793e-06 -1.4007607427918796e-06 -4.2253549054294131e-06 1.5920897192762082e-06 -8.2111881369165115e-08 2.7830837166220592e-06 -3.793211067423167e-06 -2.9257651175266614e-06 3.1417120957801515e-06 1.2167653407994886e-07 9.7218718220313806e-07
leaf_weight=20 21 21 20 20 30 23 21 22 25 36 20 25 190 39 35 259 35 20 37 21 22 24 22 1039 30 26 24 23 858 113
leaf_count=20 21 21 20 20 30 23 21 22 25 36 20 25 190 39 35 259 35 20 37 21 22 24 22 1039 30 26 24 23 858 113
internal_value=0 7.7247e-09 1.25201e-06 -8.94707e-09 3.1443e-09 -1.24618e-08 2.4769e-09 1.37583e-08 2.26061e-09 1.4914e-08 -1.21398e-08 -1.2177e-06 7.13892e-09 7.91384e-07 -9.80538e-09 2.07909e-09 3.20451e-08 -3.59368e-07 5.24234e-09 1.98773e-08 -3.39859e-07 -1.4294e-06 9.56645e-08 7.50008e-08 5.48279e-08 -1.20049e-07 -3.88397e-08 2.85566e-07 2.0052e-07 2.13046e-08
internal_weight=0 3101 41 3060 3039 2980 2950 2927 2906 2884 2859 45 2814 59 2778 2743 2533 210 2498 2461 327 68 44 2134 2113 1202 1176 911 881 1152
internal_count=3121 3101 41 3060 3039 2980 2950 2927 2906 2884 2859 45 2814 59 2778 2743 2533 210 2498 2461 327 68 44 2134 2113 1202 1176 911 881 1152
is_linear=0
shrinkage=0.1


Tree=7496
num_leaves=31
num_cat=0
split_feature=33 106 34 11 33 9 0 41 11 12 45 1429 156 45 1 1 1 1184 132 1203 393 2 0 130 3 9 1427 12 123 1429
split_gain=2.71205e-09 3.25966e-09 5.4083e-09 9.44039e-09 4.43286e-09 3.717e-09 9.02231e-09 3.71413e-09 6.81735e-09 1.93135e-08 3.40963e-09 5.16452e-09 8.38166e-09 3.63484e-09 3.25388e-09 9.67881e-09 5.01071e-09 3.85096e-09 3.9627e-09 8.10633e-08 4.6447e-08 1.03728e-08 4.01024e-09 7.58178e-09 4.76164e-09 3.84566e-09 3.9546e-09 1.45706e-08 4.72411e-09 4.61208e-09
threshold=-0.044254999999999996 0.089100000000000026 -0.08786999999999999 -1.0000000180025095e-35 0.082285000000000011 0.088235000000000022 -0.019414999999999998 0.086565000000000017 0.083010000000000014 -0.010834999999999999 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.116775 0.13534000000000004 0.13756000000000004 0.13210500000000003 0.081725000000000006 -0.083284999999999984 0.089165000000000008 0.12679500000000002 0.082850000000000021 -0.073309999999999986 0.115025 -0.087044999999999983 -1.0000000180025095e-35 0.086130000000000012 0.088725000000000012 0.106035 -0.084934999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 10 9 -9 11 -5 14 -12 16 -16 17 18 19 21 25 -13 23 24 -23 -20 28 -28 29 -27
right_child=1 -3 3 4 -6 6 -8 8 -10 -11 13 12 -14 -15 15 -17 -18 -19 20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=1.1063707854025945e-06 1.5642119664831129e-06 -1.0819365960352507e-06 -2.0276413618810933e-06 -1.6245705688788802e-06 1.3320875077624804e-06 -2.4814639162684669e-06 4.226533061776773e-07 -2.6693256732609632e-07 -4.9328448450107012e-07 3.8017770111764546e-06 1.7713460858265702e-06 -2.3556182079367071e-06 2.0279374521692262e-06 -9.134525953413686e-08 -2.4859283365956455e-06 -1.2232631467319299e-07 1.3517094636746927e-06 -1.0169369045941398e-06 1.263551306133574e-06 6.2823533883580418e-06 -4.834942644151852e-06 -6.806612727485261e-07 1.2580643932497402e-06 -1.9576087024255512e-06 8.1092344123125985e-07 -1.042636447331207e-06 2.5910148202421208e-06 -4.8119282466455183e-07 -1.5601840163981253e-06 2.7791950442421262e-09
leaf_weight=22 22 28 23 20 25 20 23 28 30 20 22 22 20 20 21 99 27 38 24 21 20 38 21 21 49 43 26 38 20 2270
leaf_count=22 22 28 23 20 25 20 23 28 30 20 22 22 20 20 21 99 27 38 24 21 20 38 21 21 49 43 26 38 20 2270
internal_value=0 -7.85673e-09 1.93625e-09 -9.33632e-09 6.0044e-09 -5.04261e-09 -9.28099e-07 8.37572e-09 6.89268e-07 1.42836e-06 -1.00651e-08 -2.33017e-08 -1.19371e-08 8.8435e-07 -2.65181e-08 -5.35957e-07 -3.69036e-09 -1.74949e-08 -2.96032e-09 4.60962e-07 -3.56497e-08 -3.48635e-07 -6.35899e-09 -2.52219e-07 1.59427e-07 3.99753e-09 -8.61377e-09 7.66892e-07 -2.98878e-08 -1.66557e-08
internal_weight=0 3099 3071 3049 3026 3001 43 2958 78 48 2880 2838 2818 42 2798 120 2678 2651 2613 172 2441 151 129 108 87 2421 2397 64 2333 2313
internal_count=3121 3099 3071 3049 3026 3001 43 2958 78 48 2880 2838 2818 42 2798 120 2678 2651 2613 172 2441 151 129 108 87 2421 2397 64 2333 2313
is_linear=0
shrinkage=0.1


Tree=7497
num_leaves=31
num_cat=0
split_feature=132 399 1203 1185 130 3 130 394 1186 3 1185 3 0 33 133 480 481 13 4 12 16 160 4 4 1447 12 1 1 1 1
split_gain=2.79932e-09 1.26015e-08 1.18398e-08 2.91118e-09 4.13935e-09 1.22373e-08 1.08474e-08 7.50936e-09 7.21017e-09 5.84063e-09 8.56695e-09 7.63677e-09 4.6729e-09 3.62415e-09 2.90983e-09 3.03068e-08 1.99045e-08 3.15013e-08 1.53212e-08 2.47314e-08 6.28376e-08 1.56966e-08 1.51889e-08 2.06295e-08 1.46225e-08 1.35412e-08 1.1658e-08 9.23682e-08 3.66326e-08 1.60338e-08
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.093750000000000014 -0.0084099999999999991 -0.116045 -0.22699999999999995 -1.0000000180025095e-35 0.0044650000000000011 -0.085384999999999975 0.085600000000000009 -0.077564999999999981 -0.084384999999999988 -0.044254999999999996 0.039215000000000007 0.11191000000000002 -0.087424999999999989 -0.08645499999999999 -0.08484499999999999 0.083985000000000018 0.013515000000000001 -0.0048599999999999989 -0.081839999999999982 -0.080924999999999983 0.056670000000000005 0.090840000000000018 0.09253500000000002 0.093205000000000024 0.091615000000000016 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 -7 9 13 10 -8 -11 -9 -6 24 16 17 -16 19 20 -18 -21 -20 -24 26 -23 28 -28 -15 -29
right_child=1 -3 -4 -5 8 6 7 12 -10 11 -12 -13 -14 14 15 -17 18 -19 22 21 -22 25 23 -25 -26 -27 27 29 -30 -31
leaf_value=-1.108169733790746e-07 2.6800421933744062e-06 1.8349124744824957e-06 -2.6650194962485329e-06 -1.1186787619605994e-06 1.301522055049039e-06 -1.898059372251737e-06 -1.7729283201568309e-06 5.8925170378643097e-07 -1.9128215310360019e-06 2.2642133325505366e-06 7.7428397313052199e-07 -2.397683625406052e-07 2.7250518360233402e-06 -2.0335763845575592e-07 4.5670023306835604e-07 3.9685729768734746e-06 7.2262115372723196e-06 -4.8467069995743783e-06 -2.030929773076827e-06 -2.2617797813360259e-06 -1.6918839694173787e-07 2.6844712797355897e-06 2.7859378795474863e-06 -2.6265728717195596e-08 -2.7233901730163607e-06 -4.0095376334647882e-07 6.773296174092789e-06 2.7553616529898831e-06 -4.3354523940179623e-06 -5.2849504814166051e-08
leaf_weight=196 22 38 20 23 21 22 31 21 20 21 23 29 20 866 24 20 20 21 36 21 27 25 27 770 21 33 21 21 22 639
leaf_count=196 22 38 20 23 21 22 31 21 20 21 23 29 20 866 24 20 20 21 36 21 27 25 27 770 21 33 21 21 22 639
internal_value=0 2.58242e-08 -3.47317e-07 1.84607e-09 1.0908e-08 4.63079e-07 1.71024e-07 4.84954e-07 -2.12805e-08 3.31053e-08 -6.88005e-07 8.11904e-07 1.63111e-06 -6.92341e-09 -1.7435e-08 1.14036e-07 3.72523e-08 -2.01822e-06 1.33703e-07 1.16142e-06 2.97779e-06 8.07966e-08 -2.175e-08 6.90034e-08 -1.02106e-07 9.28971e-07 -6.70215e-08 2.44245e-07 -3.05729e-07 3.65027e-08
internal_weight=0 2905 216 2867 2844 189 167 145 2655 104 54 50 41 2635 2614 1024 1004 45 959 126 47 79 833 797 1590 58 1569 681 888 660
internal_count=3121 2905 216 2867 2844 189 167 145 2655 104 54 50 41 2635 2614 1024 1004 45 959 126 47 79 833 797 1590 58 1569 681 888 660
is_linear=0
shrinkage=0.1


Tree=7498
num_leaves=31
num_cat=0
split_feature=10 1 0 47 11 51 42 142 151 42 147 147 447 0 46 46 1426 156 11 0 15 480 15 2 1456 1456 484 1456 1451 483
split_gain=2.95045e-09 7.9635e-08 1.07844e-07 1.28543e-08 5.51182e-09 5.07576e-09 3.43291e-09 2.99903e-09 2.86914e-09 7.52441e-09 5.63528e-09 8.86919e-09 5.62323e-09 6.9736e-09 3.54805e-09 5.8038e-09 9.09353e-09 4.48628e-09 3.37343e-09 3.23772e-09 3.03919e-09 1.23068e-08 7.73984e-09 7.76776e-09 4.5928e-09 5.66146e-09 1.03935e-08 6.86511e-09 4.80014e-09 5.28626e-09
threshold=-0.0091199999999999979 0.092695000000000013 -0.10151999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.087505000000000013 0.087405000000000024 -0.057499999999999989 0.10561000000000002 0.088200000000000014 0.10361000000000002 0.095485000000000014 0.089095000000000021 -0.080869999999999984 0.10987500000000001 0.083550000000000013 -0.094284999999999994 0.15965000000000004 0.096435000000000007 -0.24955499999999997 0.12044500000000001 0.11747 0.12961500000000001 0.10188000000000001 0.11510000000000002 0.092265000000000014 -0.081684999999999994 0.088395000000000015 0.089825000000000002 0.11517500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -2 6 -4 -6 10 -10 11 12 14 -14 15 16 -9 18 19 -18 21 24 -22 -24 25 27 -27 28 29 -21
right_child=4 2 3 -5 7 -7 -8 8 9 -11 -12 -13 13 -15 -16 -17 17 -19 -20 20 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-6.2832116373101598e-06 1.6351227129364687e-06 6.6804814228204213e-06 -1.9017754570291974e-06 -3.2131694797499222e-06 -1.1539093245522219e-06 8.3976573511298138e-07 -2.1039867306171801e-07 2.0920928753704566e-06 1.6814397733761716e-06 -4.2330547550977137e-07 -1.6293169931627529e-06 1.9290943092424114e-06 -2.4990445012917919e-06 1.4171391228501308e-07 1.3426167362240449e-06 -1.5760190433164337e-06 1.2381536003538314e-06 -1.3580198892230536e-06 9.1542504651720156e-07 -3.2429287728980914e-08 1.9788750768788708e-06 -2.3846520800997373e-06 -1.3896666473556253e-06 7.6447205522507582e-07 1.0675793926286413e-06 6.1486237622635349e-07 -2.3063142893518269e-06 1.4505884912807688e-06 -1.5291002222554762e-06 1.006795529747251e-06
leaf_weight=20 21 23 21 20 22 24 28 21 35 33 21 24 20 20 20 23 21 24 41 2325 27 22 26 47 39 21 29 32 21 50
leaf_count=20 21 23 21 20 22 24 28 21 35 33 21 24 20 20 20 23 21 24 41 2325 27 22 26 47 39 21 29 32 21 50
internal_value=0 -4.55519e-07 5.49255e-07 -9.67069e-07 2.07464e-08 -3.517e-07 -9.35274e-07 9.30852e-09 1.8007e-08 6.60019e-07 2.81669e-09 1.48303e-08 -1.40949e-09 -1.17867e-06 1.54748e-08 5.88907e-09 1.91388e-08 3.16378e-09 1.52587e-08 1.38397e-09 -8.4577e-09 -2.97552e-08 5.32285e-07 -2.75543e-09 -9.17203e-09 -2.61185e-08 -1.07942e-06 -4.42776e-09 -2.38604e-08 -1.05509e-08
internal_weight=0 136 116 93 2985 73 49 2964 2942 68 2874 2853 2829 40 2789 2769 2746 2725 2701 2660 2639 2539 100 73 2517 2478 50 2428 2396 2375
internal_count=3121 136 116 93 2985 73 49 2964 2942 68 2874 2853 2829 40 2789 2769 2746 2725 2701 2660 2639 2539 100 73 2517 2478 50 2428 2396 2375
is_linear=0
shrinkage=0.1


Tree=7499
num_leaves=31
num_cat=0
split_feature=120 483 483 483 43 42 13 16 43 33 34 480 160 1447 12 480 403 133 481 481 133 133 133 475 151 49 1456 1455 0 0
split_gain=2.71325e-09 5.22193e-09 2.19013e-08 1.50771e-08 1.67154e-08 8.06096e-09 1.2755e-08 1.90146e-08 1.33559e-08 6.16337e-09 5.01625e-09 3.83707e-09 9.14003e-09 5.11124e-09 2.04467e-08 2.90992e-08 1.10132e-08 5.51735e-09 6.32417e-08 4.67645e-08 1.67292e-08 1.37036e-08 2.14054e-08 1.25814e-08 1.43575e-08 1.59669e-08 1.26698e-08 1.02402e-08 7.72604e-09 5.46961e-08
threshold=0.086165000000000019 0.10083000000000002 0.10452500000000002 0.095085000000000017 -0.080954999999999985 0.096610000000000015 -0.077944999999999987 0.10246000000000001 -0.076124999999999984 -0.0066799999999999993 -0.112215 0.11387000000000001 -0.55323499999999981 -0.085684999999999997 0.083985000000000018 0.08610000000000001 -0.55276999999999987 0.086910000000000015 -0.081539999999999987 -0.099059999999999995 0.087435000000000013 0.08622500000000001 0.085760000000000017 -0.086279999999999982 -0.091174999999999992 0.12497000000000001 0.055170000000000004 0.081815000000000013 -0.067094999999999988 -0.070499999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 -5 6 8 -8 -4 -1 -11 12 -12 14 -14 -16 -15 19 -19 -18 -20 22 -21 -22 25 -25 28 -28 29 -26
right_child=-2 2 5 4 -6 -7 7 -9 -10 10 11 -13 13 16 15 -17 17 18 20 21 23 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=1.438776442531283e-06 -8.3983528072981011e-07 3.5018288465173761e-06 -5.908545297701963e-07 -3.9617155823634674e-06 -3.5604744649870358e-07 1.5374793380927038e-06 -3.8920220177374175e-06 2.8290999978253243e-07 2.7237034358051918e-06 -1.5802233178874304e-06 -1.6567788229553337e-06 1.1954832892250258e-06 2.9556963368279338e-06 -1.9469505240255692e-06 1.8959078491822285e-06 -2.183516561950051e-06 -4.371290217932255e-06 5.7956311547968659e-06 2.1009338430152031e-06 -2.6163017820691642e-08 -2.4395511846229231e-06 -2.214258588801548e-06 2.8098120584150755e-06 3.7834421188368395e-06 2.0611393722485448e-07 -1.6455584493257904e-07 -3.3960275493427621e-06 -1.9599674203618635e-07 7.2692536358109909e-07 -3.7768548736494268e-06
leaf_weight=30 38 22 31 20 36 29 20 24 20 20 33 27 29 29 34 36 25 20 39 1864 21 28 27 21 372 20 20 20 128 38
leaf_count=30 38 22 31 20 36 29 20 24 20 20 33 27 29 29 34 36 25 20 39 1864 21 28 27 21 372 20 20 20 128 38
internal_value=0 1.03497e-08 5.94069e-07 -1.86673e-08 -1.64379e-06 7.81764e-08 -3.67295e-07 -1.61479e-06 7.08972e-07 1.29213e-08 -2.08248e-09 9.06652e-09 -2.35761e-09 1.7345e-08 7.22924e-07 -2.02082e-07 -8.79734e-09 1.24688e-08 2.53418e-07 -7.41689e-08 9.01721e-08 -1.81877e-08 1.43295e-08 -3.23587e-08 4.9307e-08 1.85759e-06 -7.89622e-08 -1.79601e-06 4.86995e-08 -1.63039e-07
internal_weight=0 3083 146 2937 56 124 95 44 51 2881 2851 2831 2804 2771 99 70 2672 2643 699 1944 679 1919 1891 640 619 41 578 40 538 410
internal_count=3121 3083 146 2937 56 124 95 44 51 2881 2851 2831 2804 2771 99 70 2672 2643 699 1944 679 1919 1891 640 619 41 578 40 538 410
is_linear=0
shrinkage=0.1


Tree=7500
num_leaves=31
num_cat=0
split_feature=96 97 104 10 16 10 11 9 1208 1208 402 1210 402 1212 12 132 1186 1211 394 15 1203 1203 132 2 2 15 0 402 401 402
split_gain=2.64426e-09 3.17606e-09 1.02856e-08 4.75819e-09 7.12895e-08 5.48866e-08 4.27123e-09 2.99769e-09 2.62627e-09 3.2441e-09 3.98941e-09 7.24958e-09 2.69301e-09 2.79705e-09 1.44205e-08 2.74152e-09 7.67787e-08 4.39584e-08 7.71964e-09 1.05846e-08 7.15968e-09 3.23845e-09 4.33355e-09 8.75079e-09 4.67026e-09 3.89103e-09 5.74365e-09 2.9074e-09 2.15534e-08 7.25969e-09
threshold=0.090365000000000015 -0.086464999999999986 0.083745000000000014 -0.011239999999999998 -0.056919999999999991 -0.15491499999999997 -1.0000000180025095e-35 -0.013509999999999999 0.12461500000000002 0.10737500000000001 0.23460000000000003 -0.13847499999999999 0.13775000000000001 0.12472500000000002 0.095175000000000023 -0.083284999999999984 0.0044650000000000011 0.11048500000000001 0.013605000000000001 0.088060000000000013 0.085960000000000023 0.084375000000000019 -0.41094499999999995 0.089725000000000013 0.10097500000000002 0.083840000000000012 -0.082724999999999979 -0.45015499999999992 -1.0000000180025095e-35 -0.41596499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -8 9 10 11 -9 13 15 -15 16 20 18 27 -20 21 22 23 -13 25 -24 -27 28 -17 -29
right_child=-2 2 -4 6 -6 -7 7 8 -10 -11 -12 12 -14 14 -16 17 -18 -19 19 -21 -22 -23 24 -25 -26 26 -28 29 -30 -31
leaf_value=-1.1631683556199436e-06 -1.1183445617949215e-06 -3.8462002673137859e-07 2.2218869368035009e-06 1.4435104882674447e-06 4.0329652115953806e-06 -6.6459889488950941e-06 1.0611384047470658e-06 1.7437542981113554e-06 -1.1393963427508425e-06 1.1224694232553772e-06 -1.0927657492423102e-06 -1.1030388109355998e-06 -1.1298317563809437e-06 -1.0125072699131784e-06 2.6081990726693634e-06 -3.1788313944638328e-06 5.9329800534287233e-06 -3.3661152656350168e-06 -1.8989700698685261e-07 3.0245294672681671e-06 -1.7827684296938579e-06 9.7137812208923341e-07 8.6357403006331879e-07 1.5407992090067345e-06 -1.9402260065894758e-06 -1.9185473488841416e-06 4.2294283531418846e-07 1.90719992360755e-06 1.092730194277128e-06 -5.9599145076630427e-09
leaf_weight=23 21 42 21 21 23 21 27 24 20 26 33 21 21 22 22 21 22 39 21 20 28 26 21 31 22 22 20 20 27 2393
leaf_count=23 21 42 21 21 23 21 27 24 20 26 33 21 21 22 22 21 22 39 21 20 28 26 21 31 22 22 20 20 27 2393
internal_value=0 7.57859e-09 1.63297e-08 1.17372e-09 -7.32112e-07 -2.47174e-06 2.24069e-08 1.22871e-08 2.59549e-09 1.04659e-08 4.12989e-10 1.3102e-08 -1.63217e-09 6.83538e-09 7.97846e-07 -5.80241e-09 3.38806e-07 -3.46893e-08 1.72394e-08 1.37812e-06 -3.05549e-07 -5.17933e-08 -2.45972e-07 4.73095e-07 -6.85872e-07 -2.47843e-07 -8.03552e-07 -5.43268e-09 -7.76078e-07 9.89719e-09
internal_weight=0 3100 3077 3056 86 63 2970 2949 2922 2902 2876 2843 2819 2798 44 2754 213 2541 2502 41 191 163 137 52 85 63 42 2461 48 2413
internal_count=3121 3100 3077 3056 86 63 2970 2949 2922 2902 2876 2843 2819 2798 44 2754 213 2541 2502 41 191 163 137 52 85 63 42 2461 48 2413
is_linear=0
shrinkage=0.1


Tree=7501
num_leaves=31
num_cat=0
split_feature=1211 50 399 43 16 133 401 15 133 1210 1200 400 3 403 403 3 3 0 40 43 3 1209 0 475 133 133 484 13 13 1455
split_gain=3.41136e-09 1.58479e-08 4.48412e-09 1.45793e-08 7.02153e-09 3.86136e-09 2.94191e-09 1.00742e-08 8.82333e-09 6.07844e-09 3.59407e-09 4.03872e-09 3.48033e-09 1.20531e-08 1.22063e-08 4.00107e-08 2.59724e-08 1.19714e-08 1.78284e-08 1.11767e-08 1.07369e-08 8.89369e-09 7.9968e-09 2.01387e-08 7.89616e-09 3.10171e-08 2.30565e-08 2.44234e-08 3.26272e-08 1.48247e-08
threshold=0.11048500000000001 0.096900000000000014 0.091255000000000017 -0.008069999999999999 -0.083134999999999987 -0.007154999999999999 -0.06959499999999999 0.095175000000000023 0.51114000000000004 0.24726500000000004 0.089190000000000005 -0.096814999999999984 -0.081644999999999981 -0.52800499999999995 -0.0047449999999999992 -0.081459999999999991 -0.080564999999999984 0.10455500000000001 -1.0000000180025095e-35 -0.00088499999999999983 -0.064674999999999983 -0.087199999999999986 0.047850000000000011 -0.024084999999999999 0.089595000000000022 0.090445000000000011 0.086135000000000017 -0.086134999999999975 -0.082574999999999982 0.10534
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 -4 -5 -2 7 -1 9 10 11 -8 21 -14 16 -16 -15 22 -19 20 -18 -13 -17 -24 29 -26 27 -27 -29 -23
right_child=1 -3 3 4 -6 -7 8 -9 -10 -11 -12 12 13 14 15 17 19 18 -20 -21 -22 24 23 -25 25 26 -28 28 -30 -31
leaf_value=-3.7550516367446108e-07 -8.6027910634180052e-07 2.9311408990328018e-06 -2.5969218009030167e-06 -1.1968163493390553e-06 1.1564392252694233e-06 7.9847121350726615e-07 -1.0244711411826594e-06 2.4432627377618267e-06 -1.5242259190759605e-06 1.5943913714030107e-06 1.2412405797219791e-06 1.8828995735020727e-06 -2.0553409553353811e-06 3.5788669768927708e-06 -4.5851857748857585e-06 -7.0024462398971921e-08 2.436138976008806e-06 3.4334221862516881e-07 -3.5528052080735508e-06 -1.4856052685748485e-06 -4.1507196044676677e-07 1.4348842469897307e-07 -1.0442079003713021e-06 3.1193896196905024e-06 -4.2138917069678425e-06 2.3262271851693258e-06 2.5785076811248232e-06 -4.2931741545544355e-06 -3.4350820936612793e-07 2.8276523196490462e-06
leaf_weight=32 36 22 28 21 32 23 39 21 38 24 23 28 31 28 20 1230 25 23 24 30 28 1020 21 26 20 26 28 25 128 21
leaf_count=32 36 22 28 21 32 23 39 21 38 24 23 28 31 28 20 1230 25 23 24 30 28 1020 21 26 20 26 28 25 128 21
internal_value=0 6.40492e-07 -1.70619e-08 -7.51122e-07 2.24017e-07 -2.13648e-07 3.03237e-09 7.41365e-07 -1.04334e-08 9.62379e-09 -3.74978e-09 -1.39004e-08 2.66526e-10 -1.04187e-07 -6.26164e-08 -1.45855e-07 9.45239e-07 -7.87951e-08 -1.64618e-06 5.67868e-08 9.29839e-07 1.20034e-07 -2.11075e-08 1.25906e-06 8.11063e-08 -4.53287e-07 -8.99434e-08 -5.07355e-07 -9.88878e-07 1.97636e-07
internal_weight=0 81 3040 81 53 59 2959 53 2906 2868 2844 2821 2782 1486 1455 1344 111 1324 47 83 53 1296 1277 47 1268 227 207 179 153 1041
internal_count=3121 81 3040 81 53 59 2959 53 2906 2868 2844 2821 2782 1486 1455 1344 111 1324 47 83 53 1296 1277 47 1268 227 207 179 153 1041
is_linear=0
shrinkage=0.1


Tree=7502
num_leaves=31
num_cat=0
split_feature=1 1 1 10 1 1 1447 480 1374 160 50 1375 52 133 43 2 1453 482 474 474 157 475 157 156 1447 480 133 1447 1456 1455
split_gain=2.79631e-09 8.64402e-08 6.63112e-08 5.82366e-08 2.45356e-08 2.82452e-08 1.09182e-08 9.74783e-09 9.67695e-09 8.92475e-09 8.01851e-09 7.98677e-09 1.75651e-08 9.08604e-09 6.37562e-09 7.36674e-09 6.24566e-09 6.99981e-09 8.55322e-09 3.18469e-08 1.8382e-08 1.22714e-08 9.96071e-09 9.12521e-09 7.93859e-09 1.30065e-08 2.65611e-08 1.60444e-08 1.29211e-08 1.1421e-08
threshold=0.092845000000000025 0.093400000000000025 0.09202500000000001 -0.0026549999999999994 0.094090000000000021 0.094715000000000008 0.059120000000000013 0.11144000000000001 -0.035729999999999991 -0.43215499999999996 0.13276000000000002 0.08456000000000001 -0.080979999999999983 0.087285000000000015 -0.24021999999999996 0.31765000000000004 -0.087504999999999986 0.11562500000000002 0.090685000000000016 0.088710000000000011 -0.077944999999999987 0.05680000000000001 0.11933000000000001 -0.065739999999999979 -0.086359999999999978 0.086995000000000017 0.097125000000000003 -0.084334999999999979 0.085185000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -6 7 10 -7 -10 11 16 -13 -14 -11 -16 -5 18 19 21 -20 22 24 -22 28 27 -27 -26 -18 -29
right_child=1 4 -4 6 5 8 -8 -9 9 14 -12 12 13 -15 15 -17 17 -19 20 -21 23 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=-5.3732739434053653e-06 -6.0667098725986085e-06 3.1657379745790117e-06 4.6561740957933524e-06 -1.5284447541758978e-06 -3.4587505069794137e-06 2.1380523833835514e-06 1.7751790988285165e-06 -1.5899707339269139e-06 1.7577013076569764e-06 1.1620494617021065e-06 1.4868710228424071e-06 3.0076220499251705e-06 -1.7670233421540617e-06 1.2111824010692849e-06 -9.6291910102306761e-08 -1.9108603338410201e-06 -2.9895599733083213e-07 1.5726487374325061e-06 -3.4972234154586413e-06 3.431459157144235e-06 1.4369458106646404e-06 -2.2751091942237642e-06 1.8725215405928403e-06 -1.251266437967453e-06 2.3993917335684712e-06 1.3276592397053747e-07 -4.4856077488475425e-06 -1.6859705286129785e-06 2.771094260914162e-06 -1.4065172375882189e-08
leaf_weight=20 24 24 31 27 24 21 36 37 27 39 38 28 20 21 821 23 29 28 22 27 23 24 28 28 27 33 20 42 26 1503
leaf_count=20 24 24 31 27 24 21 36 37 27 39 38 28 20 21 821 23 29 28 22 27 23 24 28 28 27 33 20 42 26 1503
internal_value=0 -1.37549e-07 6.51378e-08 -3.05675e-09 7.80308e-09 -7.15586e-08 4.89047e-08 1.8306e-08 1.57589e-08 -3.32171e-08 4.81487e-08 2.01981e-08 1.07692e-06 -2.41601e-07 -8.79791e-08 -1.45741e-07 -1.84422e-08 3.47722e-09 -2.05058e-08 2.35123e-08 -1.08116e-06 -2.96139e-08 1.93871e-09 -3.89354e-08 -2.92377e-08 -6.92296e-08 -1.61002e-06 -1.72819e-08 1.15234e-06 -5.9515e-08
internal_weight=0 1003 2118 2087 979 955 2067 2031 931 910 1994 1956 69 41 883 844 1887 1860 1832 1759 73 1732 1708 51 1680 1625 53 1572 55 1545
internal_count=3121 1003 2118 2087 979 955 2067 2031 931 910 1994 1956 69 41 883 844 1887 1860 1832 1759 73 1732 1708 51 1680 1625 53 1572 55 1545
is_linear=0
shrinkage=0.1


Tree=7503
num_leaves=31
num_cat=0
split_feature=1211 50 132 394 132 2 401 42 133 16 133 50 51 51 483 483 482 484 50 52 483 482 0 39 42 42 1204 12 12 12
split_gain=3.18597e-09 1.43151e-08 4.09046e-09 1.3212e-08 7.14807e-09 3.34972e-09 2.69708e-09 1.12611e-08 8.60833e-09 1.54067e-08 5.25296e-09 2.67982e-09 3.52849e-09 3.76179e-09 3.73513e-09 9.91924e-09 8.41273e-09 4.35162e-09 3.26272e-09 5.66883e-09 5.28687e-09 2.69317e-08 4.43081e-08 1.54665e-08 4.31548e-09 4.28111e-09 5.33673e-09 4.21021e-09 2.7163e-08 1.24399e-08
threshold=0.11048500000000001 0.096900000000000014 -0.083284999999999984 0.0041850000000000004 -0.044384999999999994 0.08919500000000001 -0.06959499999999999 0.10306000000000001 0.51114000000000004 -0.079504999999999978 0.41892500000000005 -0.47425499999999993 -0.46007999999999993 -0.43017499999999992 0.13622000000000004 0.12236500000000002 0.11524000000000002 0.26538000000000006 -0.13200999999999999 -0.23798499999999997 0.098395000000000024 0.098465000000000011 -0.086074999999999985 0.15619500000000003 -0.23108499999999998 -0.16797499999999996 -0.08329499999999998 0.098810000000000023 0.10061500000000002 0.096395000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 -4 -2 7 -6 10 -10 11 -8 -13 -14 15 16 17 18 19 -15 23 22 -22 24 -20 -26 -27 29 -29 -28
right_child=1 -3 4 -5 6 -7 8 -9 9 -11 -12 12 13 14 -16 -17 -18 -19 20 -21 21 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-1.8591314586320808e-07 -1.013111136145468e-06 2.7960273004365184e-06 1.6348096196410285e-06 -2.8847133341969313e-06 2.296532072421087e-06 4.9931136629766122e-07 1.0956835405357362e-06 -6.805306451564387e-07 3.9198871697656367e-07 -3.4429026459292797e-06 1.6232048299968939e-06 -1.0731893929284028e-06 1.1968417197749661e-06 4.3997712392173193e-07 1.2297695955491387e-06 -2.137848874833088e-06 1.8200761041953227e-06 -1.4569051342862492e-06 1.3379690249356222e-06 -1.6589266524093666e-06 -3.7541246873236862e-07 -2.1643799977409473e-06 5.6136135061110727e-06 -2.7220170620369444e-06 -1.1237680931063712e-06 1.6330050607393787e-06 -7.3801183205776201e-09 -3.2733346737084757e-06 -1.1153223274726357e-08 1.3490936372103793e-06
leaf_weight=195 27 22 27 20 24 32 22 27 22 20 20 31 26 22 24 22 25 21 24 31 30 21 21 21 34 20 1978 29 213 70
leaf_count=195 27 22 27 20 24 32 22 27 22 20 20 31 26 22 24 22 25 21 24 31 30 21 21 21 34 20 1978 29 213 70
internal_value=0 6.1897e-07 -1.64905e-08 -4.36964e-07 1.55102e-08 -1.92814e-07 -1.15618e-10 7.2044e-07 -1.34932e-08 -1.43415e-06 8.56501e-09 -3.4621e-09 -1.25425e-08 -5.01149e-11 -1.19915e-08 -2.35338e-08 -5.3639e-09 -2.33663e-08 -1.13916e-08 -7.87684e-07 5.3266e-09 8.49605e-07 2.09066e-06 -2.01184e-08 3.84273e-09 -9.81727e-09 6.57855e-09 -7.62605e-09 -4.02076e-07 3.89837e-08
internal_weight=0 81 3040 215 2825 59 2798 51 2747 42 2705 2685 2663 2632 2606 2582 2560 2535 2514 53 2461 72 51 2389 2368 2344 2310 2290 242 2048
internal_count=3121 81 3040 215 2825 59 2798 51 2747 42 2705 2685 2663 2632 2606 2582 2560 2535 2514 53 2461 72 51 2389 2368 2344 2310 2290 242 2048
is_linear=0
shrinkage=0.1


Tree=7504
num_leaves=31
num_cat=0
split_feature=1213 1 1 1 1 1 1 2 150 160 151 160 160 0 1374 160 1210 1 43 1 4 393 1456 1456 482 483 484 158 160 150
split_gain=2.81175e-09 2.86484e-09 7.0194e-08 5.37119e-08 5.33698e-08 2.04555e-08 4.27704e-08 1.42942e-08 1.0919e-08 2.96223e-08 1.23329e-08 1.13114e-08 4.19823e-08 1.19933e-08 7.79092e-09 7.2583e-09 6.63098e-09 1.17134e-08 3.11704e-08 1.42844e-08 1.51806e-08 8.85341e-09 6.32079e-09 2.04137e-08 1.31954e-08 1.8675e-08 1.89755e-08 1.21893e-08 6.66584e-09 7.34841e-09
threshold=0.51258500000000007 0.092845000000000025 0.093400000000000025 0.09202500000000001 0.091535000000000019 0.094090000000000021 0.094715000000000008 -0.0091949999999999983 0.10699000000000002 -0.085764999999999994 0.095500000000000015 -0.55248999999999981 -0.54512499999999997 -0.23001499999999997 -0.035729999999999991 -0.43215499999999996 -0.42132499999999995 0.090405000000000013 -0.041739999999999992 0.089475000000000013 -0.070499999999999993 0.11170000000000001 -0.079429999999999987 -0.0077899999999999992 0.098465000000000011 0.098395000000000024 0.10126500000000001 0.10654500000000001 0.10908000000000002 0.12068000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 -4 -7 -1 10 -10 11 -9 -13 -14 -8 -16 -15 19 -19 21 -21 -18 -17 -24 25 26 27 28 29 -25
right_child=-2 2 5 -5 -6 6 14 8 9 -11 -12 12 13 16 15 22 17 18 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=2.5302172905808022e-06 1.1015920141912632e-06 -5.4902631172618989e-06 2.8672420465151545e-06 4.1898539030450093e-06 -4.6919483381202555e-06 -4.446728084158994e-06 1.9185787951279227e-06 -1.6691809040175461e-06 1.1978435458300299e-06 -3.0223510174064129e-06 2.3684381433312136e-06 4.5196765876469383e-06 1.8310204972572643e-06 1.7547281978685144e-06 1.5853873033275132e-06 -1.5855526439904849e-06 -3.3504633368732759e-09 1.0165866316154868e-06 -4.0287869715029958e-06 3.8263222035084259e-06 -2.3240998746673756e-08 -1.7087139476937028e-06 3.1256885065999996e-06 -1.3030993269521907e-07 -2.5821297036881809e-06 2.4052788451930006e-06 -3.0323830442698226e-06 2.2136848812074873e-06 -1.6967343238040766e-06 1.5515798454375558e-06
leaf_weight=23 23 24 24 31 24 22 21 38 29 39 23 21 36 21 27 27 1692 24 25 20 21 31 20 686 21 30 22 23 26 27
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internal_value=0 -8.17255e-09 -1.4746e-07 5.82181e-08 -3.74643e-09 -1.60797e-08 -8.87685e-08 5.13279e-08 2.31029e-08 -1.22256e-06 6.6497e-08 3.90503e-08 7.33775e-08 2.34458e-08 1.4323e-08 -2.96697e-08 -1.20355e-08 -3.24999e-08 -1.55758e-06 9.86353e-09 1.85459e-06 -3.40331e-08 -7.91102e-08 -3.15384e-08 -1.07161e-07 -4.331e-08 -1.37006e-07 -5.34125e-08 -1.23972e-07 -6.66199e-08
internal_weight=0 3098 1000 2098 2067 976 952 2043 2020 68 1952 1929 1891 1870 930 909 1834 1813 49 1764 41 1723 882 855 835 814 784 762 739 713
internal_count=3121 3098 1000 2098 2067 976 952 2043 2020 68 1952 1929 1891 1870 930 909 1834 1813 49 1764 41 1723 882 855 835 814 784 762 739 713
is_linear=0
shrinkage=0.1


Tree=7505
num_leaves=31
num_cat=0
split_feature=1211 50 399 12 0 133 401 403 43 52 13 12 4 4 13 50 4 52 403 0 0 403 403 1213 402 0 1210 1210 1213 12
split_gain=2.82219e-09 1.29764e-08 3.32926e-09 1.1599e-08 1.56593e-08 2.77226e-09 2.7409e-09 3.0852e-09 1.45282e-08 1.90615e-08 1.25327e-08 1.16943e-08 2.84288e-08 1.41159e-08 2.01424e-08 1.40475e-08 2.40349e-08 2.75867e-08 1.07346e-08 2.39333e-08 1.06842e-08 8.30102e-09 7.28254e-09 5.26122e-09 3.20018e-09 4.30115e-08 5.93361e-09 5.37022e-09 4.73052e-09 1.08106e-08
threshold=0.11048500000000001 0.096900000000000014 0.091255000000000017 0.093965000000000007 -0.082724999999999979 -0.007154999999999999 0.13837000000000002 -0.090774999999999981 0.055925000000000009 0.10611000000000001 -0.085964999999999986 0.085565000000000016 -0.085594999999999991 -0.084564999999999987 -0.0044799999999999987 0.090630000000000016 -0.078629999999999992 0.08568000000000002 -0.085729999999999987 -0.086074999999999985 -0.07403499999999999 -0.084339999999999984 -0.083444999999999991 0.11146500000000001 0.12389500000000002 -0.083804999999999977 -0.089089999999999989 -0.064799999999999983 -0.051744999999999992 0.094070000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 -4 -2 7 8 9 10 -1 12 -12 14 -13 16 17 -15 19 -9 -18 -20 -23 24 26 -26 -24 -28 29 -29
right_child=1 -3 3 -5 -6 -7 -8 18 -10 -11 11 13 -14 15 -16 -17 20 -19 21 -21 -22 22 23 -25 25 -27 27 28 -30 -31
leaf_value=2.0327230473436102e-06 -7.3823891410837766e-07 2.6553213292469414e-06 3.653519051092438e-07 8.3274887501261225e-07 -3.2287528336875462e-06 6.6725022149868271e-07 -1.1365977759139478e-06 6.4731729442731497e-07 2.4728862460473728e-06 -2.1055282000556223e-06 -3.9075134473230063e-06 4.3138828084465784e-06 1.2363833472287904e-06 -4.1457190981230362e-06 3.7496000225695065e-07 2.0754046863658008e-06 -1.4600254942820358e-08 -2.6435331828660972e-08 1.5328015190009735e-06 -3.3471181302976072e-06 2.8161458271824813e-06 -1.9185558711498628e-06 1.674239407141916e-06 1.5734493510015975e-06 -4.0216899685180149e-06 1.7690076815754233e-06 -1.2261794637424828e-06 6.894958555676567e-08 -3.449049446994025e-08 1.9759894012867547e-06
leaf_weight=39 36 22 22 32 27 23 21 30 28 35 22 20 21 29 37 25 40 37 35 30 20 20 21 21 23 29 36 125 2176 39
leaf_count=39 36 22 22 32 27 23 21 30 28 35 22 20 21 29 37 25 40 37 35 30 20 20 21 21 23 29 36 125 2176 39
internal_value=0 5.82558e-07 -1.55232e-08 -6.48032e-07 -1.61507e-06 -1.90336e-07 1.79121e-09 9.9281e-09 2.87234e-07 9.89314e-08 3.64987e-07 1.05857e-07 -1.39538e-06 4.16208e-07 1.75704e-06 -8.99334e-08 -5.19564e-07 -1.83642e-06 -2.79399e-08 -1.3499e-06 9.28982e-07 3.47297e-09 -1.80236e-08 -2.63469e-09 -1.61495e-08 -7.92262e-07 6.87332e-10 -1.41042e-08 4.54315e-09 5.22453e-07
internal_weight=0 81 3040 81 49 59 2959 2938 353 325 290 251 43 208 57 151 126 66 2585 60 60 2525 2490 2470 2449 52 2397 2376 2340 164
internal_count=3121 81 3040 81 49 59 2959 2938 353 325 290 251 43 208 57 151 126 66 2585 60 60 2525 2490 2470 2449 52 2397 2376 2340 164
is_linear=0
shrinkage=0.1


Tree=7506
num_leaves=31
num_cat=0
split_feature=1208 403 50 50 1210 1209 3 160 3 403 3 0 4 399 401 0 1211 403 1210 13 15 1186 52 15 42 0 1212 43 131 482
split_gain=3.29889e-09 3.73858e-09 1.34161e-08 1.42977e-08 9.65516e-09 2.73654e-08 1.84175e-08 1.64504e-08 2.60817e-08 5.46055e-08 1.58543e-08 1.04852e-08 1.77924e-08 5.17452e-09 4.51031e-09 1.91813e-08 9.09925e-09 4.50042e-09 2.68267e-08 2.41355e-08 4.91069e-08 2.0102e-08 1.03307e-08 1.79637e-08 1.33636e-08 1.22913e-08 2.06351e-08 2.11225e-08 5.70874e-09 7.63038e-09
threshold=0.12461500000000002 -0.090774999999999981 0.090630000000000016 0.089280000000000012 -0.0061249999999999994 0.085415000000000005 -0.082039999999999988 -0.025879999999999997 -0.086274999999999977 -0.53255499999999989 -0.088494999999999976 -0.069954999999999976 -0.072334999999999997 -0.090259999999999993 -0.099524999999999988 -0.072594999999999979 0.11048500000000001 -0.0038999999999999994 -0.056299999999999996 -0.090639999999999984 0.085315000000000016 0.057025000000000006 0.0031350000000000002 0.087825000000000014 -0.091729999999999992 -0.086409999999999987 0.087505000000000013 -0.013199999999999998 0.11863000000000001 0.12191
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6 10 -10 -9 12 -11 -3 15 -15 17 19 -19 20 -16 22 23 -21 -24 -26 27 -27 29 -20
right_child=-2 13 -4 -5 7 -7 -8 8 9 11 -12 -13 -14 14 16 -17 -18 18 28 21 -22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=-1.9206215695484044e-06 -1.2801808418316797e-06 -1.6345691983588039e-06 2.0613650136534164e-06 -2.4914753112170731e-06 2.1399360321573833e-06 3.4845222309343174e-06 1.783141979103675e-06 1.0724329186042738e-07 -6.0339249579382819e-06 3.6729279360626703e-07 3.2618979860542043e-06 1.5400041945667909e-06 -3.0676952747512588e-06 6.9032119092822326e-07 5.7255628946776322e-07 -2.9818748098477959e-06 1.600619346260958e-06 2.6607999499997519e-06 -2.0978672170783683e-08 2.1711880416670458e-07 -6.2027165159861401e-06 -2.6711856048240621e-06 1.7591829284221468e-06 3.3139346275954901e-06 9.9227978269667014e-07 -4.5500629857997411e-07 4.6285129440384945e-07 -4.4541031915709287e-06 -1.6213903076721761e-06 1.8505531941896566e-06
leaf_weight=29 20 20 39 20 29 32 25 66 21 38 21 22 25 33 23 25 35 38 2226 67 20 26 27 26 32 25 39 28 22 22
leaf_count=29 20 20 39 20 29 32 25 66 21 38 21 22 25 33 23 25 35 38 2226 67 20 26 27 26 32 25 39 28 22 22
internal_value=0 8.26181e-09 3.07949e-07 9.9464e-08 2.67707e-07 1.16727e-06 -2.05916e-07 -8.07726e-08 -4.14454e-07 -1.46762e-06 8.68712e-07 -3.39473e-07 -9.95798e-07 -3.19669e-08 -2.0157e-08 -8.92522e-07 -1.1069e-09 -2.24958e-08 2.57597e-08 -3.78323e-07 -2.57873e-06 -2.78871e-08 2.53776e-07 1.0829e-06 -2.56874e-07 -6.95854e-07 -1.28303e-06 -2.56774e-06 -1.83511e-08 -2.66297e-09
internal_weight=0 3101 367 328 308 86 54 222 193 106 87 85 63 2734 2714 58 2656 2621 2308 313 43 270 244 93 151 124 92 53 2270 2248
internal_count=3121 3101 367 328 308 86 54 222 193 106 87 85 63 2734 2714 58 2656 2621 2308 313 43 270 244 93 151 124 92 53 2270 2248
is_linear=0
shrinkage=0.1


Tree=7507
num_leaves=31
num_cat=0
split_feature=403 3 402 1210 403 132 1203 1185 50 393 1212 1212 1212 12 130 160 0 403 133 1210 2 12 1209 1209 390 1212 1212 157 51 157
split_gain=3.47235e-09 1.85734e-08 4.31329e-09 9.884e-09 8.82123e-09 3.55721e-09 7.38129e-08 5.04587e-08 8.65208e-09 3.05521e-09 2.92429e-09 7.71865e-09 3.23916e-09 1.9043e-08 1.00191e-08 9.51279e-09 9.30723e-09 1.08426e-08 8.43731e-09 3.72384e-09 4.33634e-08 3.80914e-08 2.08052e-08 8.58664e-09 3.26878e-09 3.66124e-09 7.99281e-09 3.56456e-09 1.8264e-08 1.42428e-08
threshold=-0.5492149999999999 -0.085784999999999986 0.23460000000000003 -0.13847499999999999 -0.53762499999999991 -0.083284999999999984 0.089480000000000018 -1.0000000180025095e-35 0.10022000000000002 0.10159000000000001 0.13631000000000001 0.11534000000000001 0.087615000000000012 0.085635000000000003 0.084580000000000016 -0.57146499999999989 -0.082844999999999988 -0.083259999999999987 -0.0023199999999999996 -0.00092999999999999995 0.084715000000000013 0.086850000000000024 -0.065739999999999979 1.0000000180025095e-35 0.087590000000000015 0.083355000000000026 1.0000000180025095e-35 -0.0045449999999999996 -0.14283999999999999 -0.04831499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 8 -7 -6 10 11 12 15 -14 16 -9 17 -15 -18 20 -17 -22 -23 24 25 26 27 28 -21 -30
right_child=2 -3 -4 4 5 7 -8 9 -10 -11 -12 -13 13 14 -16 19 18 -19 -20 23 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=3.044354538029769e-06 2.2132562628485174e-06 -6.8461159665222279e-07 -1.2074463234057475e-06 -2.1103343601680535e-06 7.7731263936494665e-09 -4.9169855607206487e-06 6.0216557434008189e-06 2.0814051512471369e-06 -2.1865048876179573e-06 1.0244836701154971e-06 -9.7308053271614979e-07 1.4581886489790148e-06 -2.5893214512962006e-06 3.2804474260826415e-06 -1.9116146734177166e-06 -2.2451581826685841e-06 -1.436354537342292e-06 2.70711751682029e-08 1.0003164670780296e-06 2.9533368265417624e-06 5.3269377740706584e-06 -1.341815767193174e-06 2.6855793837809038e-06 -1.7746002604163942e-06 9.4617335690827539e-07 -1.2829091074111247e-06 1.9754442109842788e-06 -1.0027855950663921e-07 -1.1522439546196913e-07 1.6350429068377427e-06
leaf_weight=22 20 34 30 20 177 21 21 22 20 29 31 36 33 21 20 37 30 20 27 23 23 29 23 28 35 23 20 1755 439 52
leaf_count=22 20 34 30 20 177 21 21 22 20 29 31 36 33 21 20 37 30 20 27 23 23 29 23 28 35 23 20 1755 439 52
internal_value=0 7.80339e-07 -1.42616e-08 -2.46737e-09 -1.71654e-08 -3.18761e-09 3.85782e-07 -3.37225e-08 -2.14996e-07 3.48668e-09 -7.37101e-09 3.73321e-09 -1.59511e-08 -4.65769e-07 1.28105e-07 1.11204e-08 5.44375e-07 1.69343e-06 -2.82142e-07 -7.19332e-09 5.56289e-07 1.93834e-06 4.39532e-07 -3.3766e-08 -1.29976e-08 -2.75179e-08 -1.49037e-08 -3.24475e-08 1.99155e-07 7.014e-08
internal_weight=0 56 3065 3035 3015 2995 218 2777 197 2756 2727 2696 2660 151 118 2509 98 41 57 2487 112 75 52 2375 2347 2312 2289 2269 514 491
internal_count=3121 56 3065 3035 3015 2995 218 2777 197 2756 2727 2696 2660 151 118 2509 98 41 57 2487 112 75 52 2375 2347 2312 2289 2269 514 491
is_linear=0
shrinkage=0.1


Tree=7508
num_leaves=31
num_cat=0
split_feature=403 2 133 402 393 403 1204 399 130 1204 402 4 1213 402 401 131 402 1212 133 2 133 1212 128 128 129 15 394 394 391 1183
split_gain=2.91251e-09 1.45094e-08 2.91733e-08 4.14805e-09 2.81481e-09 1.96512e-08 2.84492e-09 3.03314e-09 8.74427e-09 3.01906e-09 2.55585e-09 1.27061e-08 7.72595e-09 7.50831e-09 3.95519e-09 4.62016e-09 7.65843e-09 4.34391e-09 3.77241e-09 2.41034e-08 7.34432e-09 5.24878e-09 6.92935e-09 4.98327e-09 5.91515e-09 6.2431e-09 4.98279e-09 5.61183e-09 1.06348e-08 6.73431e-09
threshold=-0.53960999999999981 0.083715000000000026 0.40945500000000007 0.23460000000000003 0.10856500000000001 -0.074254999999999988 -0.098194999999999991 -0.065739999999999979 0.08610000000000001 0.057120000000000011 -0.45015499999999992 -0.076229999999999978 -0.017214999999999998 -0.42072999999999994 -0.099524999999999988 0.13602500000000003 0.13775000000000001 0.12472500000000002 0.26753000000000005 0.093840000000000021 0.2590050000000001 0.10083000000000002 0.11976500000000002 0.10670500000000001 0.10311000000000002 -0.052074999999999989 -0.14580499999999996 -0.09139499999999999 -1.0000000180025095e-35 -0.073809999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -2 8 -8 10 11 12 -9 -12 -15 16 17 18 20 -20 21 22 23 24 26 -26 -16 -28 -29 -30
right_child=3 2 -4 -5 5 -7 7 9 -10 -11 13 -13 -14 14 15 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=2.3840108293245129e-06 -1.0387282736069716e-06 -2.77627222675829e-06 1.9609181261050533e-06 -1.2272895117705828e-06 2.4815469312703238e-06 -1.5651760983408687e-06 2.256585185023141e-06 -9.0221743080508622e-07 -4.0755040150283353e-07 -1.2452757538738979e-06 1.885785784560583e-06 -2.4596904475278812e-06 1.8440518942952622e-06 -1.216644794878987e-06 -1.5071534426621983e-06 1.3810072933514069e-06 -1.9148647989400809e-06 1.3415773821634504e-06 -2.3851935970419112e-06 1.877805455240464e-06 1.7867991820584512e-06 -1.0667409126001629e-06 1.6352216059308726e-06 -1.1738067930385418e-06 -9.0802975591941509e-08 2.350368942090468e-06 1.4121322022577131e-06 -2.0232819884733128e-06 1.8374450453961802e-06 -5.3006963443204362e-09
leaf_weight=29 27 26 26 28 28 21 22 21 28 20 21 24 20 27 22 24 21 24 36 21 23 46 26 36 20 22 28 26 20 2358
leaf_count=29 27 26 26 28 28 21 22 21 28 20 21 24 20 27 22 24 21 24 36 21 23 46 26 36 20 22 28 26 20 2358
internal_value=0 5.91816e-07 -4.07677e-07 -1.57607e-08 -4.49813e-09 7.47237e-07 -1.69298e-08 -7.53315e-09 7.64669e-07 -2.09116e-08 -1.23675e-08 -6.32278e-07 4.37426e-07 2.01815e-09 -1.22118e-08 -3.99294e-10 -1.2548e-08 2.20411e-09 -9.7724e-09 -8.14615e-07 7.69087e-09 -8.02322e-09 1.10155e-08 -5.66277e-09 1.11855e-08 1.18791e-06 -8.95401e-09 4.59878e-09 -1.17951e-08 1.01976e-08
internal_weight=0 81 52 3040 3012 49 2963 2936 50 2886 2866 65 41 2801 2780 2753 2729 2708 2684 57 2627 2604 2558 2532 2496 42 2454 2432 2404 2378
internal_count=3121 81 52 3040 3012 49 2963 2936 50 2886 2866 65 41 2801 2780 2753 2729 2708 2684 57 2627 2604 2558 2532 2496 42 2454 2432 2404 2378
is_linear=0
shrinkage=0.1


Tree=7509
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 403 42 402 1212 1209 1212 16 2 0 2 130 0 2 39 33 16 47 47 47 42 160 2 0 484 43 2
split_gain=2.88244e-09 7.70498e-08 4.32571e-08 1.21208e-08 2.92385e-09 1.5347e-08 2.85368e-09 4.57727e-09 1.2604e-08 1.1381e-08 1.05938e-08 4.49637e-09 2.69318e-09 3.50044e-09 4.78164e-09 3.37889e-09 4.6915e-09 2.64269e-09 1.02412e-08 8.03649e-09 4.52562e-09 2.24146e-08 2.0886e-08 3.94438e-09 5.04265e-09 8.30771e-09 1.20153e-08 1.14204e-08 5.30274e-09 3.66194e-09
threshold=-0.083284999999999984 0.10450500000000001 0.12679500000000002 0.089480000000000018 -0.5492149999999999 0.091205000000000008 0.15960500000000002 -0.092474999999999988 -0.089214999999999989 -0.121045 -0.052894999999999991 0.086375000000000021 -0.10096999999999999 0.097385000000000013 0.10797500000000002 -0.087084999999999982 0.084985000000000019 -1.0000000180025095e-35 -0.009184999999999997 -0.004174999999999999 0.094160000000000008 0.09717000000000002 0.089640000000000011 0.088670000000000013 -0.081399999999999986 0.10402500000000002 -0.20211999999999997 -0.016164999999999995 -0.0047449999999999992 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 12 5 -2 7 9 -9 10 11 -6 -1 14 15 -14 -17 19 -19 -10 22 -22 29 24 -23 27 -27 -26 -29 -20
right_child=2 -3 -4 -5 6 -7 -8 8 17 -11 -12 -13 13 -15 -16 16 -18 18 20 -21 21 23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-9.248740482803442e-07 -8.0638265499460281e-07 6.2664809115631227e-06 -4.6609936021013714e-06 -2.5796066870498183e-06 2.542059232268912e-07 2.6121926623545735e-06 -8.9266539838995925e-07 -2.523419416320394e-06 -3.2271736394307027e-07 2.7941845788959085e-06 2.1807149960295647e-06 -1.3812044346258487e-06 1.040332878332606e-06 1.0080679169726338e-06 -1.4632297241708633e-06 -1.0143323727200315e-06 7.3363417149506315e-07 -1.8549454307503766e-06 -2.2716439614080969e-07 2.1600934546354852e-06 3.1794999677878459e-06 -6.569359585897575e-07 -2.3372811016432211e-06 -4.3522462110306351e-07 3.2974833759778577e-06 -2.1562982751566733e-06 1.0883432678383542e-06 1.3446092772539942e-06 -5.6396244569138318e-07 6.9090190948350416e-08
leaf_weight=26 29 20 20 20 40 24 36 20 32 20 20 29 32 38 21 34 28 30 552 22 26 36 39 90 21 21 25 37 24 1709
leaf_count=26 29 20 20 20 40 24 36 20 32 20 20 29 32 38 21 34 28 30 552 22 26 36 39 90 21 21 25 37 24 1709
internal_value=0 3.49838e-07 -2.63943e-08 -2.44799e-07 5.7681e-09 7.41651e-07 -8.01834e-09 3.3842e-09 -2.2414e-08 6.38636e-07 1.54243e-07 -4.3314e-07 1.60734e-08 1.75973e-07 -9.89801e-08 2.05799e-07 -2.24928e-07 -3.6377e-09 -1.7964e-08 6.88798e-07 3.39629e-09 3.82986e-07 -4.28146e-08 9.67284e-08 3.88654e-07 6.82726e-07 -3.92906e-07 1.28613e-06 5.93696e-07 -3.23733e-09
internal_weight=0 219 2902 199 2882 53 2829 2793 2684 109 89 69 179 153 115 94 62 2664 2610 54 2580 280 2300 254 164 128 46 82 61 2261
internal_count=3121 219 2902 199 2882 53 2829 2793 2684 109 89 69 179 153 115 94 62 2664 2610 54 2580 280 2300 254 164 128 46 82 61 2261
is_linear=0
shrinkage=0.1


Tree=7510
num_leaves=31
num_cat=0
split_feature=393 132 403 403 42 151 151 142 45 3 1429 156 475 12 3 1429 474 48 148 147 448 1 1 33 1 1 2 1 0 1447
split_gain=2.92093e-09 5.85737e-08 6.76338e-08 2.62976e-09 1.2389e-08 2.55105e-09 4.0703e-09 1.07398e-08 5.01628e-09 4.64243e-08 6.50595e-09 7.67473e-09 5.76458e-09 1.23892e-08 1.31436e-08 4.67738e-09 6.39662e-09 4.12424e-09 5.81478e-09 5.6055e-09 6.14312e-09 4.1102e-09 6.29386e-08 6.35277e-08 4.94288e-08 1.64116e-08 1.29182e-08 1.24506e-08 9.80033e-09 9.54088e-09
threshold=0.10585500000000002 -0.083284999999999984 -0.078754999999999978 -0.5492149999999999 0.091205000000000008 0.29373000000000005 0.13340000000000005 -0.057499999999999989 0.083445000000000005 0.097915000000000016 -0.23587499999999997 0.3248100000000001 0.051590000000000004 0.086565000000000017 -0.082094999999999987 0.12387000000000002 -0.23025999999999996 -0.22597999999999999 0.069020000000000012 0.097985000000000017 1.0000000180025095e-35 0.091345000000000023 0.09202500000000001 -0.0066799999999999993 0.093100000000000002 0.093700000000000019 -0.0091949999999999983 0.094465000000000007 -0.23051499999999997 0.059120000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 7 -5 10 -10 -9 12 15 -14 -15 16 -12 -18 19 20 21 26 -23 -24 -25 -26 -19 -27 -29 -28
right_child=1 2 -4 5 -6 -7 -8 8 9 -11 11 -13 13 14 -16 -17 17 18 -20 -21 -22 22 23 24 25 27 29 28 -30 -31
leaf_value=-7.7161885706623761e-07 4.4732379689094164e-06 2.2955747643512345e-06 -5.8299109309700733e-06 2.1285925813769965e-06 2.3509734575100085e-06 1.0228089165494844e-06 -1.3314457187145006e-06 1.7300017193953128e-06 -4.7505215150067677e-06 1.5121104634717682e-06 1.7058411328564816e-06 -1.9886411718061935e-06 -1.0443524548095628e-06 3.7771936717945212e-06 1.9519730986281675e-07 -1.5308787126178643e-06 -1.4768747558946415e-06 2.5024103825628463e-06 1.6632303260166738e-06 -1.5386290779133562e-06 1.5930039056832396e-06 -4.8924331135172653e-06 5.1102798707965448e-06 -3.8950462477162415e-06 2.7753175299949362e-06 -2.158714827417945e-06 -2.4979577506625954e-08 -1.7833486528997449e-06 3.4935945668837354e-08 1.6424707837359166e-06
leaf_weight=27 25 21 20 23 24 23 24 21 20 29 21 20 21 20 21 21 20 21 20 25 23 28 23 35 20 29 1753 31 677 35
leaf_count=27 25 21 20 23 24 23 24 21 20 29 21 20 21 20 21 21 20 21 20 25 23 28 23 35 20 29 1753 31 677 35
internal_value=0 6.58179e-07 -1.66808e-06 -1.4225e-08 6.97836e-07 -2.6314e-08 -3.44085e-08 -2.38813e-08 -4.07548e-08 -1.04407e-06 -2.37142e-08 -3.65731e-08 -2.28455e-08 9.30833e-07 1.94251e-06 -4.40993e-08 -3.2791e-08 -4.61162e-08 -3.5596e-08 -4.81799e-08 -3.42504e-08 -4.83631e-08 -2.30732e-07 -7.05751e-08 -2.21029e-07 -5.11606e-08 3.66213e-08 -1.27863e-07 -4.46782e-08 7.66067e-09
internal_weight=0 66 41 3055 51 3004 2981 2957 2934 49 2885 2864 2844 62 41 2782 2761 2740 2720 2700 2675 2652 843 815 792 757 1809 737 708 1788
internal_count=3121 66 41 3055 51 3004 2981 2957 2934 49 2885 2864 2844 62 41 2782 2761 2740 2720 2700 2675 2652 843 815 792 757 1809 737 708 1788
is_linear=0
shrinkage=0.1


Tree=7511
num_leaves=31
num_cat=0
split_feature=132 1185 1203 393 448 447 455 2 39 33 1 47 0 48 9 2 47 3 47 484 1456 484 475 150 484 0 2 1375 2 151
split_gain=2.89824e-09 1.61313e-08 6.50996e-09 3.06273e-09 2.71672e-09 4.34421e-09 2.63592e-09 9.95805e-09 3.62961e-09 1.2994e-08 6.98225e-09 4.61883e-09 2.69801e-08 7.02949e-08 2.51131e-08 3.23415e-08 1.13156e-08 4.99867e-09 4.40627e-09 4.28826e-09 5.79028e-09 4.24558e-09 3.92228e-08 1.81446e-08 2.11157e-08 2.33266e-08 1.82258e-08 1.69448e-08 1.68655e-08 1.28292e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10159000000000001 0.068920000000000023 0.09481500000000001 0.08729000000000002 0.087955000000000019 -1.0000000180025095e-35 -0.009184999999999997 0.08864000000000001 0.094160000000000008 -0.10151999999999999 0.078735000000000013 0.087755000000000014 -0.18970999999999996 0.09055500000000001 0.10299500000000002 0.097970000000000015 -0.078424999999999981 -0.052299999999999992 0.086135000000000017 -0.085684999999999997 0.10389500000000002 0.090535000000000018 -0.067624999999999977 0.088125000000000023 -0.15308499999999997 0.10855000000000002 -0.27559499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 8 -8 10 -10 -3 14 13 -13 16 -16 21 -15 -14 -20 -21 27 -23 24 26 28 -24 -11 -26 -29
right_child=1 3 -4 -5 -6 -7 7 -9 9 11 -12 12 18 17 15 -17 -18 -19 19 20 -22 22 23 -25 25 -27 -28 29 -30 -31
leaf_value=-1.4673765748832524e-07 2.7881658698312269e-06 -5.2810051307633761e-07 -1.8035236003562979e-06 9.9511247618289829e-07 -1.1656420792860445e-06 1.3163315079509631e-06 1.8305051112706267e-06 -6.8682296841871001e-07 -2.1431556010141102e-06 -2.4057063024387054e-06 1.9031332200298762e-06 6.7355225178644678e-06 -1.586058461229682e-06 -9.7863523501473547e-07 3.5247029202201659e-07 -5.1340060577134954e-06 2.144389530182404e-06 9.0857198564719965e-07 -1.1963231004144825e-06 1.7157833053715877e-06 -1.1480825392595762e-07 3.9507837877189794e-06 -2.2445211698141067e-08 -2.7444430899144528e-06 -2.6591507769069266e-07 -2.5508595500569859e-06 4.1051641707544272e-06 2.1570861371436386e-06 2.6052436169266006e-06 -7.8564991260681202e-08
leaf_weight=195 21 21 27 31 20 25 33 30 29 31 27 22 22 25 21 22 24 32 29 20 127 27 20 23 96 36 23 26 26 2010
leaf_count=195 21 21 27 31 20 25 33 30 29 31 27 22 22 25 21 22 24 32 29 20 127 27 20 23 96 36 23 26 26 2010
internal_value=0 2.66595e-08 -3.48239e-07 6.5095e-09 -4.25505e-09 3.96134e-09 -7.74789e-09 6.31777e-07 -2.24577e-08 -3.7832e-08 8.39468e-07 -1.48965e-08 3.71618e-07 1.93405e-06 -5.97873e-08 -2.45456e-06 -1.58183e-08 8.08495e-08 -2.51776e-07 -8.49906e-08 1.34252e-07 -3.81846e-08 3.50185e-07 -8.3816e-08 2.20634e-07 -3.14066e-07 2.18535e-06 -8.53451e-08 3.45971e-07 -5.00154e-08
internal_weight=0 2899 222 2878 2847 2827 2802 63 2739 2691 48 2662 277 79 2385 43 2342 57 198 176 147 2318 251 224 201 158 43 2067 122 2036
internal_count=3121 2899 222 2878 2847 2827 2802 63 2739 2691 48 2662 277 79 2385 43 2342 57 198 176 147 2318 251 224 201 158 43 2067 122 2036
is_linear=0
shrinkage=0.1


Tree=7512
num_leaves=31
num_cat=0
split_feature=1447 2 1208 15 15 15 15 133 1213 131 15 2 15 0 43 2 159 3 4 52 42 15 42 1452 43 1455 1455 133 1455 133
split_gain=2.75118e-09 6.02298e-09 2.53267e-09 2.83165e-09 2.56875e-08 1.46391e-08 1.57974e-08 1.22003e-08 8.55608e-09 9.4557e-09 3.86446e-08 1.57691e-08 4.37859e-08 2.23419e-08 3.859e-08 1.91788e-08 2.8073e-08 2.34447e-08 1.66091e-08 1.53851e-08 1.02706e-08 7.58106e-09 2.63078e-08 5.05675e-09 1.38708e-08 2.15883e-08 1.38236e-08 6.74267e-09 4.69127e-09 1.25224e-08
threshold=0.071705000000000005 0.086825000000000013 0.12461500000000002 0.094425000000000023 0.095575000000000007 0.092400000000000024 0.091650000000000023 -0.0042999999999999991 0.0036000000000000003 0.09055500000000001 0.11773500000000002 0.093840000000000021 0.11773500000000002 -0.082284999999999983 -0.0064299999999999991 0.097605000000000011 -0.12665499999999999 -0.072894999999999988 -0.076779999999999987 0.10263500000000002 0.097640000000000018 0.090750000000000011 0.086950000000000013 0.082765000000000019 -0.077944999999999987 0.088555000000000009 0.090320000000000011 0.087035000000000015 0.0034400000000000008 0.089595000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 21 -7 9 11 -11 12 13 14 -6 16 -13 -17 -15 20 -19 23 -23 28 26 -26 27 -25 -1 -30
right_child=1 -3 -4 4 8 7 -8 -9 -10 10 -12 15 -14 18 -16 17 -18 19 -20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=9.7821280270268318e-09 3.6906141509635269e-07 -2.0557212505423195e-06 -1.1108244848401228e-06 2.9846276238032491e-06 -4.4668341011153897e-06 -3.4685326547580852e-06 2.1886946497447341e-06 -3.6814697087568981e-07 -1.7573760196682997e-06 1.5025710051001322e-06 -4.4492536892448704e-06 5.9119328852830224e-07 4.4728948754509689e-06 -2.149567150739201e-07 1.5262543131809382e-06 2.7821041332269185e-06 -4.5853836447597798e-06 -7.0720952820651026e-07 3.3949915523407986e-06 -2.0441666584424132e-06 2.1056540954305092e-06 -3.5614949770964212e-06 1.2850597613578431e-06 -1.9681221775023178e-06 3.6474980247377338e-07 -3.8044115243522995e-06 2.4384148240469153e-06 5.9744355098700916e-07 1.2046392138193535e-06 -1.51309084285025e-06
leaf_weight=2323 21 20 20 32 22 22 33 30 25 24 20 20 31 26 21 30 22 27 25 36 25 24 21 21 23 27 21 20 88 21
leaf_count=2323 21 20 20 32 22 22 33 30 25 24 20 20 31 26 21 30 22 27 25 36 25 24 21 21 23 27 21 20 88 21
internal_value=0 -8.13759e-07 1.08322e-08 1.81633e-08 2.71353e-07 -1.83854e-08 1.45651e-08 -1.67985e-06 2.60851e-08 1.61606e-07 -1.2028e-06 3.72252e-07 1.21381e-06 1.3901e-07 -1.53998e-06 -2.85217e-07 -2.12035e-06 3.67965e-07 1.55463e-06 -4.55038e-07 6.45129e-07 -1.31469e-08 -1.29977e-06 9.61178e-09 -6.47365e-07 -1.8866e-06 3.52016e-07 -7.16627e-07 3.98673e-08 6.8104e-07
internal_weight=0 41 3080 3060 386 2674 2622 52 354 329 44 285 125 94 43 160 42 118 51 88 52 2589 45 2544 112 50 62 41 2432 109
internal_count=3121 41 3080 3060 386 2674 2622 52 354 329 44 285 125 94 43 160 42 118 51 88 52 2589 45 2544 112 50 62 41 2432 109
is_linear=0
shrinkage=0.1


Tree=7513
num_leaves=31
num_cat=0
split_feature=1429 1417 11 12 155 155 15 1 1 1 10 1 1 1447 1374 480 160 1 16 1 1 2 457 1 1 50 13 4 4 12
split_gain=2.56287e-09 6.16505e-09 4.14555e-09 1.3426e-08 3.48522e-08 1.19052e-08 1.03033e-08 2.8575e-09 5.99715e-08 5.56064e-08 4.92765e-08 2.17314e-08 1.87178e-08 8.375e-09 8.03063e-09 7.74419e-09 6.32759e-09 6.28672e-09 3.11703e-08 2.94718e-08 2.65059e-08 1.73732e-08 2.50876e-08 1.63191e-08 3.79403e-08 1.17463e-08 1.7279e-08 1.32555e-08 1.04671e-08 6.60321e-09
threshold=0.12521000000000002 -0.080324999999999994 0.088215000000000002 0.10149500000000002 0.11854500000000001 0.13392000000000001 -1.0000000180025095e-35 0.092845000000000025 0.093400000000000025 0.09202500000000001 -0.0026549999999999994 0.094090000000000021 0.094715000000000008 0.059120000000000013 -0.035729999999999991 0.11144000000000001 -0.43215499999999996 0.085475000000000009 -0.095964999999999981 0.086560000000000012 0.084785000000000013 0.090790000000000023 -1.0000000180025095e-35 0.091345000000000023 0.090475000000000014 0.090295000000000014 -0.00051499999999999994 -0.079164999999999985 -0.079164999999999985 0.078300000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 7 -5 9 -9 10 -3 -10 -13 15 -14 17 -16 20 -19 -20 29 22 -21 24 25 26 28 -27 -24 -12
right_child=-2 2 3 6 -6 -7 -8 8 11 -11 13 12 14 -15 16 -17 -18 18 19 21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-1.6753413474775286e-06 1.128366333205122e-06 -4.9357285308815334e-06 -6.7735876952540893e-07 6.1510268583983163e-07 4.6665904379927314e-06 -2.1901921900280288e-06 -2.1867114507282776e-06 -5.1889278122120158e-06 3.0878390227619754e-06 4.4134623995409252e-06 6.7426069684465076e-07 -2.8484648555130818e-06 1.915325002988495e-06 1.5640639329856438e-06 1.4383164848705175e-06 -1.4081373641651275e-06 -1.1947021548183989e-07 -2.7374778133653985e-06 3.7251146060894356e-06 3.9831201834637066e-06 -3.4692562446087487e-06 -2.378165547156641e-06 -1.5153258161149097e-06 -2.1570056291060928e-06 4.1061999539764383e-06 2.6946584621664781e-06 -3.2146274437969803e-06 -6.5520994212420198e-07 1.1661346280635446e-06 -3.6821460794796846e-08
leaf_weight=22 20 20 26 35 23 25 21 23 22 29 143 24 21 36 27 37 761 27 31 21 22 20 24 23 27 27 21 21 37 1505
leaf_count=22 20 20 26 35 23 25 21 23 22 29 143 24 21 36 27 37 761 27 31 21 22 20 24 23 27 27 21 21 37 1505
internal_value=0 -7.28379e-09 4.63478e-09 6.22171e-07 1.83103e-06 -1.71679e-08 -4.35578e-07 1.25378e-09 -1.49928e-07 6.53471e-08 3.59622e-09 -1.43756e-08 -9.63069e-08 5.24521e-08 -1.46606e-08 2.50512e-08 -6.60943e-08 5.2259e-08 4.91661e-07 8.3764e-07 -2.11501e-08 4.3261e-07 7.12289e-07 3.30692e-07 6.95132e-07 -1.33203e-08 -7.40586e-07 1.22909e-06 1.11134e-07 2.48804e-08
internal_weight=0 3101 3079 105 49 2974 56 2949 878 2071 2042 855 833 2022 809 1986 788 1949 279 252 1670 221 201 180 157 130 82 48 61 1648
internal_count=3121 3101 3079 105 49 2974 56 2949 878 2071 2042 855 833 2022 809 1986 788 1949 279 252 1670 221 201 180 157 130 82 48 61 1648
is_linear=0
shrinkage=0.1


Tree=7514
num_leaves=31
num_cat=0
split_feature=1447 480 472 1429 1429 132 393 393 11 1 1 1 15 484 158 4 1 1 34 475 2 12 150 147 457 39 9 52 133 132
split_gain=3.21434e-09 5.20247e-09 2.52786e-09 6.87598e-09 3.16202e-09 2.5828e-09 1.29574e-08 5.57046e-09 2.73939e-09 2.95901e-09 3.43708e-08 1.50048e-08 2.84759e-08 9.39342e-09 1.68688e-08 4.60747e-08 9.35686e-09 1.59408e-08 1.54069e-08 1.03892e-08 9.78001e-09 8.17404e-09 1.37133e-08 2.04518e-08 1.10277e-08 6.60378e-09 1.77998e-08 6.08966e-09 7.27982e-09 8.36069e-09
threshold=0.071705000000000005 0.085075000000000026 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.083174999999999985 0.10585500000000002 0.10483000000000002 0.096435000000000007 0.10684 0.10727500000000002 0.10471500000000002 -0.055554999999999993 0.10126500000000001 0.10737500000000001 0.63113500000000011 0.102705 0.10171500000000001 -0.057544999999999992 0.061570000000000007 0.10327000000000001 0.12757000000000002 0.12706500000000001 0.097985000000000017 0.085090000000000013 -1.0000000180025095e-35 0.082870000000000013 0.26746000000000009 0.086990000000000012 0.087955000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 7 8 -6 9 11 -11 16 -13 14 15 21 17 18 -7 25 -18 22 23 24 27 -20 -27 28 29 -12
right_child=1 -3 3 4 5 6 -8 -9 -10 10 13 12 -14 -15 -16 -17 20 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.0105761949337951e-06 -1.9788989734912493e-06 2.7467600489217147e-07 1.7422528339525543e-06 -1.11331573998541e-06 -1.1734374715598627e-07 2.3960726071823891e-06 1.8517881378498621e-06 -1.6063538247369159e-06 7.2815033120214823e-07 -3.90587339798761e-06 5.4365189355893455e-07 -8.5540844281695165e-07 4.3039323965944204e-06 -2.1077484640435225e-06 -2.6566955576547778e-06 4.8737665883891169e-06 -2.7887935748556931e-06 2.8601946655726355e-06 1.6684602011688792e-06 -1.8251892470289022e-06 -3.7818161415158009e-08 -1.7875761301411331e-06 2.564831710774992e-06 -3.1741893167236412e-06 2.2792400787094185e-06 3.0964250448436592e-08 -2.8961712987871754e-06 -1.6386830111514429e-06 -7.6814268903857987e-07 -1.0740444785418781e-06
leaf_weight=24 21 20 23 25 188 27 39 29 53 24 234 20 23 21 22 20 24 20 24 31 28 25 21 20 22 1934 21 22 79 37
leaf_count=24 21 20 23 25 188 27 39 29 53 24 234 20 23 21 22 20 24 20 24 31 28 25 21 20 22 1934 21 22 79 37
internal_value=0 -8.79594e-07 1.17098e-08 1.97382e-08 6.67591e-09 1.59844e-08 4.18222e-08 -3.16336e-07 1.61723e-08 2.19123e-09 -2.05491e-07 5.49803e-08 1.90424e-06 -3.56836e-08 5.09964e-08 1.75099e-07 1.72761e-08 5.07658e-08 2.31818e-08 -8.69282e-09 -1.3075e-06 -2.9191e-08 7.18657e-08 -5.45891e-08 1.03766e-07 1.97617e-08 -4.78126e-10 -2.48909e-08 7.65475e-08 3.22786e-07
internal_weight=0 41 3080 3056 3033 3008 2791 217 2752 2699 547 2152 43 523 502 480 2109 2057 2037 2010 52 460 435 414 394 1979 1955 372 350 271
internal_count=3121 41 3080 3056 3033 3008 2791 217 2752 2699 547 2152 43 523 502 480 2109 2057 2037 2010 52 460 435 414 394 1979 1955 372 350 271
is_linear=0
shrinkage=0.1


Tree=7515
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 1186 391 129 393 1213 0 0 16 52 403 403 402 1212 42 43 1212 1212 401 402 133 402 1213 402 402 403 12
split_gain=2.70004e-09 7.16397e-08 4.34726e-08 1.24113e-08 2.90436e-09 6.45219e-09 3.64135e-09 3.84633e-09 3.59621e-09 1.21679e-08 2.12608e-08 9.13162e-09 5.31736e-09 3.72838e-09 5.44021e-09 3.99091e-09 4.06186e-09 1.1697e-08 1.94825e-08 1.11769e-08 4.33874e-09 4.86726e-09 1.59137e-08 7.60698e-09 3.61114e-09 1.48429e-08 9.21414e-09 9.23735e-09 8.77084e-09 3.46528e-09
threshold=-0.083284999999999984 0.089480000000000018 0.12358500000000001 0.10022000000000002 0.089315000000000019 -0.085594999999999991 -0.04689999999999999 -0.081989999999999993 0.10675500000000002 -0.086729999999999988 -0.082724999999999979 -0.082179999999999989 0.086040000000000019 -0.55276999999999987 -0.53960999999999981 0.15960500000000002 -0.092474999999999988 0.087405000000000024 0.0010100000000000003 -0.087764999999999996 -0.063924999999999996 -1.0000000180025095e-35 -0.45015499999999992 0.50628500000000021 -0.088494999999999976 -0.020279999999999996 -0.064959999999999976 -0.0088649999999999979 -0.090774999999999981 0.086305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -2 -7 -8 13 -10 -11 -12 -13 -9 -15 16 17 -16 -19 -18 -21 22 -22 24 25 28 -26 -28 -23 -29
right_child=2 -3 -4 -5 -6 6 7 8 9 10 11 12 -14 14 15 -17 19 18 -20 20 21 23 -24 -25 26 -27 27 29 -30 -31
leaf_value=1.4944288818664871e-08 -1.7942571707862956e-06 5.8922199508786093e-06 -4.6716814897251887e-06 -2.6123927847265805e-06 9.1208151518783007e-07 1.352760703525746e-06 -1.3184140995421828e-06 -1.1043048644868606e-06 2.4598639028611687e-06 -2.8616611314191689e-06 2.6453501709511333e-06 -9.8212853137501149e-07 1.2187743344665728e-06 1.171110148608279e-06 -6.0238780722612293e-07 -1.2761634820890323e-06 -2.1781679739281875e-06 4.0938706780480061e-06 6.4555615608696834e-08 1.0801072068349843e-06 -2.6872744526302155e-06 1.5128975535714875e-06 1.0138920653649362e-06 1.7292492811975537e-06 1.7696794909115541e-06 -2.5367934150770973e-06 -1.8627945253144759e-06 -1.194239990416427e-07 -1.1552824984177465e-06 1.3074395463933098e-07
leaf_weight=178 20 21 20 20 35 20 22 31 26 20 20 23 21 39 41 25 24 20 30 36 26 28 21 25 29 28 27 1179 22 1044
leaf_count=178 20 21 20 20 35 20 22 31 26 20 20 23 21 39 41 25 24 20 30 36 26 28 21 25 29 28 27 1179 22 1044
internal_value=0 3.38579e-07 -2.55551e-08 -2.50443e-07 6.68727e-09 -4.44333e-09 8.21896e-09 -1.36096e-09 9.04305e-09 5.69414e-07 -1.57252e-08 8.7363e-07 6.83024e-08 -1.40002e-08 -1.21679e-09 -1.87679e-08 -6.58388e-09 6.49628e-07 1.67628e-06 -3.05756e-08 -9.66595e-09 -2.58174e-08 -1.03356e-06 -5.93326e-09 -2.43378e-08 -6.93401e-07 -1.43877e-09 -2.42665e-08 3.38898e-07 -1.93622e-09
internal_weight=0 219 2902 198 2882 2847 2827 2807 2785 110 84 64 44 2675 2644 2605 2580 91 50 2489 2465 2429 47 2382 2357 78 2279 2250 50 2223
internal_count=3121 219 2902 198 2882 2847 2827 2807 2785 110 84 64 44 2675 2644 2605 2580 91 50 2489 2465 2429 47 2382 2357 78 2279 2250 50 2223
is_linear=0
shrinkage=0.1


Tree=7516
num_leaves=31
num_cat=0
split_feature=1447 2 448 147 448 457 1 9 9 131 484 4 2 45 45 10 34 34 9 2 3 39 15 133 480 481 481 475 52 150
split_gain=2.56989e-09 4.83256e-09 2.50965e-09 3.04968e-09 1.00878e-08 1.16249e-08 3.16581e-09 7.82425e-09 6.81667e-09 6.73889e-09 6.64441e-09 2.35202e-08 8.24541e-09 5.48405e-09 7.19054e-09 4.42221e-09 9.35055e-09 8.17548e-09 1.49302e-08 6.66915e-09 6.11339e-09 5.07656e-09 4.33265e-09 4.31674e-09 2.59948e-08 1.77601e-08 1.90431e-08 1.36186e-08 6.15153e-08 2.40893e-08
threshold=0.071705000000000005 0.086825000000000013 0.030280000000000001 0.093615000000000018 -0.049344999999999993 0.092360000000000012 0.13820500000000002 -0.090799999999999978 -0.073554999999999995 0.13857500000000003 0.090535000000000018 0.51164000000000009 0.14838000000000004 0.094030000000000016 1.0000000180025095e-35 -0.084119999999999986 -0.085739999999999983 -0.057544999999999992 0.091600000000000015 -1.0000000180025095e-35 -0.011549999999999998 0.10940500000000002 -0.072289999999999979 0.048520000000000008 0.11191000000000002 -0.087424999999999989 -0.081334999999999977 -0.085774999999999976 -0.026204999999999996 0.10874500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 7 -1 -8 13 11 12 22 14 15 20 -17 -18 19 -19 -9 23 -10 -21 25 -25 -27 28 -28 -29
right_child=1 -3 -4 4 -6 -7 8 9 10 -11 -12 -13 -14 -15 -16 16 17 18 -20 21 -22 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=1.9058360718107989e-06 2.7301517667140052e-07 -1.8989646792988426e-06 -9.1540383311502378e-07 1.4887356060387988e-06 2.4385669069653722e-06 -1.8005916173664944e-06 -2.1696685061556309e-06 -1.3298934111214926e-08 1.154163916670887e-06 -1.8164506607831754e-06 -1.7885854634057199e-06 2.969043346282611e-06 -1.901833649764484e-06 -1.4198926115008922e-06 1.9284957605236744e-06 -1.8782692555200463e-06 1.8272278889526207e-06 1.4253881699112432e-06 -2.3742033634268124e-06 -9.5928950434084456e-08 2.3122118091123412e-06 1.2877687963957157e-06 -8.5831865050067789e-07 -2.4307139485531312e-06 3.7402807106445837e-06 2.4253455699686634e-06 2.0002578831617544e-06 7.4787088913168084e-08 -5.3961771754984518e-06 3.292382316052075e-06
leaf_weight=22 21 20 29 21 22 22 20 26 23 20 21 23 32 26 20 26 25 34 26 1656 20 31 20 27 20 36 23 763 22 24
leaf_count=22 21 20 29 21 22 22 20 26 23 20 21 23 32 26 20 26 25 34 26 1656 20 31 20 27 20 36 23 763 22 24
internal_value=0 -7.86487e-07 1.04735e-08 1.92741e-08 6.96906e-07 -1.94176e-07 4.52319e-09 2.72747e-08 -4.61474e-07 1.26452e-08 -1.74383e-07 1.71518e-07 -6.8639e-07 2.56869e-08 3.92116e-08 2.55162e-08 9.03083e-09 2.72928e-08 1.03888e-08 3.3909e-08 9.97793e-07 1.57268e-08 2.18126e-07 3.89029e-10 1.74709e-07 9.50312e-08 1.73597e-07 7.61656e-08 -1.61578e-06 1.72909e-07
internal_weight=0 41 3080 3051 65 43 2986 2847 139 2825 119 98 75 2805 2779 2759 2713 2687 2662 2636 46 2602 43 2571 915 895 868 832 45 787
internal_count=3121 41 3080 3051 65 43 2986 2847 139 2825 119 98 75 2805 2779 2759 2713 2687 2662 2636 46 2602 43 2571 915 895 868 832 45 787
is_linear=0
shrinkage=0.1


Tree=7517
num_leaves=31
num_cat=0
split_feature=9 16 12 3 2 97 34 16 402 133 51 483 43 0 1 3 16 51 403 49 43 1 43 16 13 16 16 1209 42 16
split_gain=2.68247e-09 5.22663e-08 8.2386e-08 4.55744e-08 2.99457e-09 3.10083e-09 1.07881e-08 2.64274e-09 1.2597e-08 1.28163e-08 1.57091e-08 7.2929e-09 1.26058e-08 1.17464e-08 6.5376e-09 9.87889e-09 6.50692e-09 2.38723e-08 2.39454e-08 1.99026e-08 2.07079e-08 2.77729e-08 1.61626e-08 1.39391e-08 2.54226e-08 4.9294e-08 3.25955e-08 1.97909e-08 4.34217e-08 6.58817e-09
threshold=0.085555000000000006 -0.056919999999999991 0.08486500000000001 -0.0043399999999999992 -0.045829999999999989 -0.085969999999999977 -0.08330499999999999 -0.15241499999999997 0.095140000000000016 -0.023589999999999996 0.081440000000000026 0.098395000000000024 -0.088909999999999989 -0.11756999999999999 0.078340000000000007 -0.080734999999999987 -0.097644999999999996 0.10736500000000002 -0.014954999999999998 0.084620000000000015 0.24789500000000006 0.080270000000000022 -0.053764999999999993 -0.092484999999999984 -0.092094999999999982 -0.094359999999999986 -0.095964999999999981 -0.087199999999999986 0.087405000000000024 -0.090054999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 -6 -7 8 9 -8 11 12 13 -11 15 -14 17 18 -9 20 21 -20 -19 24 -18 26 -26 28 -25 -29
right_child=1 2 -4 -5 5 6 7 16 -10 10 -12 -13 14 -15 -16 -17 23 22 19 -21 -22 -23 -24 27 25 -27 -28 29 -30 -31
leaf_value=-8.2529407311287503e-07 1.0125228370200673e-06 7.7327700159912632e-06 -1.3439025448747088e-06 -5.3369483904930351e-06 -1.0702313070859655e-06 2.2124889441825374e-06 1.3371994778363271e-06 -1.2106791692876241e-06 -2.2532350122862135e-06 9.2739390397799156e-08 -2.787797379255608e-06 1.6667400164546313e-06 2.0724998618708709e-06 -3.0127421872560358e-06 -2.8822952083373822e-07 -3.3812433106477864e-07 1.4170278148042229e-06 -3.1970216323019407e-06 7.0793130794299936e-06 1.6311361908568263e-07 5.1044187871628398e-07 2.0336749647261363e-06 4.1038272313555897e-07 -1.5054200451643174e-06 -3.2690187838722652e-06 -5.988555739864039e-06 2.0279990625209182e-06 -9.3164730856187823e-07 4.4233987637198879e-06 2.205264005559023e-08
leaf_weight=45 26 20 20 20 27 22 54 29 29 21 24 21 34 29 175 34 27 23 20 36 21 24 27 21 21 23 26 75 30 2117
leaf_count=45 26 20 20 20 27 22 54 29 29 21 24 21 34 29 175 34 27 23 20 36 21 24 27 21 21 23 26 75 30 2117
internal_value=0 5.50744e-07 3.19443e-06 -1.74812e-06 -1.5607e-08 -3.42106e-09 6.30013e-09 -1.02032e-08 -2.42124e-07 -9.33424e-08 -3.21891e-07 -1.33414e-07 -2.62435e-07 -1.70844e-06 3.50971e-08 8.67188e-07 2.85423e-08 6.07917e-07 1.32212e-06 2.04936e-06 3.09406e-06 4.32715e-06 -1.24902e-06 -1.6025e-08 -1.18967e-06 -2.19512e-06 -3.38754e-07 3.47303e-08 1.98212e-06 -1.05785e-08
internal_weight=0 86 40 46 3035 2990 2963 2941 421 392 338 314 293 50 243 68 2520 180 130 101 65 44 50 2340 97 70 47 2243 51 2192
internal_count=3121 86 40 46 3035 2990 2963 2941 421 392 338 314 293 50 243 68 2520 180 130 101 65 44 50 2340 97 70 47 2243 51 2192
is_linear=0
shrinkage=0.1


Tree=7518
num_leaves=31
num_cat=0
split_feature=9 10 2 34 12 2 9 2 44 1429 156 45 11 4 475 3 154 11 1419 2 1429 11 1429 474 157 474 1447 1447 159 52
split_gain=2.70508e-09 8.15023e-09 1.09543e-08 8.99203e-09 4.73179e-09 3.80231e-09 7.35933e-09 2.74892e-09 2.77932e-09 5.80399e-09 8.27783e-09 4.14297e-09 3.27085e-09 1.39517e-08 8.2115e-09 1.03466e-08 3.84678e-09 3.77963e-09 7.38907e-09 7.0666e-09 5.54724e-09 4.00117e-09 4.59623e-09 4.2727e-09 1.25773e-08 9.4782e-09 7.57694e-09 5.4823e-09 8.26369e-09 5.5446e-09
threshold=0.092410000000000006 0.053330000000000009 -0.080614999999999978 -0.028109999999999996 -0.069644999999999985 -0.0091949999999999983 -0.08477999999999998 -1.0000000180025095e-35 0.084760000000000016 -0.23752499999999996 0.32523500000000005 0.116775 0.095720000000000013 -0.16363499999999997 0.051590000000000004 -0.082689999999999986 1.0000000180025095e-35 0.088065000000000018 0.089680000000000024 0.09580000000000001 0.11635000000000001 0.08326500000000002 0.092020000000000005 0.090440000000000006 -0.079969999999999986 0.089130000000000015 -0.14960499999999996 0.071705000000000005 -0.47354999999999997 0.55608500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -2 6 -4 -7 9 -9 12 -10 14 -14 16 -16 17 18 20 -20 21 22 23 25 -25 26 -11 28 -28 -30
right_child=4 3 5 -5 -6 7 -8 8 11 10 -12 -13 13 -15 15 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=1.716829785584343e-06 -5.0538936022803684e-07 -2.8579470643935999e-06 1.9623894758069583e-07 1.0481015124241822e-07 1.4439103620823131e-06 1.1686563482271596e-06 -2.2478321868261857e-06 -1.7172454136016313e-06 1.7492964337345091e-06 1.9002974032389375e-06 2.0195293609504007e-06 -2.1437632702665203e-07 -2.8511961326671552e-06 6.3351021708513153e-07 2.7582651587939231e-06 6.2482208055111448e-08 -1.4151167817999523e-06 -1.2003992769341157e-06 3.9662762944880386e-08 2.6661333276933876e-06 -1.6132611423555236e-06 1.2403515211190096e-06 1.3765367434050701e-06 -2.8630914953066081e-06 -6.8095805776122867e-08 1.9587761091344193e-06 1.8929734386057877e-06 -1.3150037472421579e-06 -3.7721083054242217e-08 -1.4789320032462086e-06
leaf_weight=37 20 21 28 20 33 20 22 20 22 20 20 21 20 27 24 35 20 27 21 20 22 25 23 21 69 24 22 34 2356 27
leaf_count=37 20 21 28 20 33 20 22 20 22 20 20 21 20 27 24 35 20 27 21 20 22 25 23 21 69 24 22 34 2356 27
internal_value=0 -1.22366e-08 6.73233e-09 -1.4127e-06 7.08326e-07 -1.44294e-08 -8.79152e-07 2.76759e-10 -7.72584e-09 -1.96531e-08 -7.7694e-09 7.90293e-07 -2.20612e-08 -8.49344e-07 -8.12495e-09 1.15907e-06 -3.33408e-08 -2.3147e-08 -1.13043e-08 1.32087e-06 -3.19699e-08 -1.86969e-08 -3.08218e-08 -4.34021e-08 -7.20261e-07 -1.88684e-08 -3.81703e-08 -5.40659e-08 -3.62398e-08 -5.40504e-08
internal_weight=0 3068 3027 41 53 2990 50 2940 2920 2877 2857 43 2837 47 2790 59 2731 2711 2684 41 2643 2621 2596 2573 90 2483 2459 2439 2405 2383
internal_count=3121 3068 3027 41 53 2990 50 2940 2920 2877 2857 43 2837 47 2790 59 2731 2711 2684 41 2643 2621 2596 2573 90 2483 2459 2439 2405 2383
is_linear=0
shrinkage=0.1


Tree=7519
num_leaves=31
num_cat=0
split_feature=156 1428 1211 1212 3 132 1211 50 1203 394 1213 1213 52 133 403 3 40 130 12 0 401 4 1210 16 1208 1209 1212 1213 402 3
split_gain=2.8774e-09 4.1716e-09 2.66936e-09 1.01472e-08 8.27186e-09 2.79953e-09 8.01956e-08 6.87248e-08 1.28826e-08 8.74732e-09 4.15619e-09 5.60642e-09 3.34146e-09 2.95368e-09 4.61758e-09 3.5254e-09 2.57977e-09 6.6932e-09 5.12201e-09 5.92956e-09 3.14396e-09 6.98855e-09 4.5537e-09 1.20058e-08 5.4085e-09 5.40854e-09 3.50775e-09 5.36745e-08 3.26167e-08 2.11127e-08
threshold=0.3248100000000001 0.10668500000000002 0.11191500000000001 0.11660500000000001 -0.078084999999999988 -0.083284999999999984 0.10326000000000002 0.097510000000000013 0.089480000000000018 0.11233000000000001 0.23509000000000002 0.12699500000000002 0.090645000000000017 -0.37971999999999995 -0.023519999999999996 -0.084964999999999985 -0.24620999999999996 -0.22562499999999999 0.13043000000000002 -0.040504999999999992 -1.0000000180025095e-35 -0.064804999999999988 0.0028200000000000005 -0.074319999999999983 0.092250000000000013 -0.092099999999999987 -0.089544999999999986 -0.090764999999999985 0.120965 -0.081459999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 7 9 8 12 10 11 16 13 -1 15 -15 -7 -18 20 -20 21 -19 24 -24 25 -22 27 29 -28 -27
right_child=-2 -3 3 4 -6 6 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 17 18 19 -21 22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-9.7467682833765229e-07 -1.1143768302724273e-06 1.4478298584208462e-06 2.1815637926290668e-06 1.0746791054664894e-06 -1.5791992680647128e-06 1.1201311788511249e-06 -6.1988836543085718e-06 5.7671940475128875e-06 -2.6571440730549513e-06 2.0879531555451082e-06 -1.2455611357398557e-06 1.6288889061873609e-06 8.3780415342843284e-07 1.8037587415165036e-07 1.2803337347951547e-06 -1.255244148541561e-06 -1.7981041569977868e-06 -2.2253368537406006e-06 2.3358548492069534e-06 4.4543204088161779e-09 1.6240711516957163e-06 4.1824889535746478e-07 -1.4939761767251982e-07 2.8513242318695124e-06 -1.3024502641545757e-06 -3.542897828558787e-06 -1.2338987523077078e-08 4.2933279444325846e-06 -3.7176069362487854e-06 3.6898459564179427e-07
leaf_weight=37 23 20 26 23 24 20 21 21 20 20 27 21 39 50 24 26 21 20 20 24 20 20 40 20 33 22 2351 27 24 37
leaf_count=37 23 20 26 23 24 20 21 21 20 20 27 21 39 50 24 26 21 20 20 24 20 20 40 20 33 22 2351 27 24 37
internal_value=0 8.26853e-09 -1.08534e-09 5.96404e-07 -2.80493e-07 -1.56001e-08 -4.2528e-08 3.30369e-07 -2.52149e-07 4.1953e-09 -1.09758e-08 1.27923e-09 2.11464e-08 -2.11333e-07 7.11046e-08 -3.10757e-07 -1.13847e-08 -1.9832e-08 -5.7824e-09 1.06418e-06 -2.37925e-08 -9.03544e-07 -1.01212e-08 8.50843e-07 -3.06692e-08 -1.37532e-08 -2.70634e-08 6.00332e-07 -4.97817e-08 -1.08968e-06
internal_weight=0 3098 3078 73 47 3005 2788 217 196 2767 2747 2720 176 137 100 76 2699 2679 2658 44 2614 40 2574 60 2514 2481 2461 86 2375 59
internal_count=3121 3098 3078 73 47 3005 2788 217 196 2767 2747 2720 176 137 100 76 2699 2679 2658 44 2614 40 2574 60 2514 2481 2461 86 2375 59
is_linear=0
shrinkage=0.1


Tree=7520
num_leaves=31
num_cat=0
split_feature=402 13 1210 1204 132 15 1204 50 132 4 3 4 13 394 1186 129 403 403 1210 1209 403 15 15 15 484 131 1456 481 159 52
split_gain=3.14628e-09 9.48852e-09 7.52653e-09 2.55815e-09 3.54011e-09 7.32253e-08 4.88832e-08 1.2603e-08 9.61636e-09 2.73958e-09 4.93372e-09 4.62264e-09 2.6351e-09 2.62698e-09 3.03411e-09 5.15376e-09 3.06289e-09 6.11724e-09 8.59827e-09 3.40649e-09 8.14249e-09 3.00772e-09 1.48465e-08 1.11009e-08 8.9327e-09 2.55425e-08 2.51331e-08 2.31338e-08 1.13214e-08 1.22932e-08
threshold=-0.45454999999999995 -0.066634999999999986 0.26755500000000004 -0.091889999999999986 -0.083284999999999984 0.091650000000000023 -0.082199999999999981 0.097510000000000013 -0.066044999999999979 0.10924000000000002 -0.06977499999999999 -0.0035949999999999997 -0.0087749999999999981 0.013605000000000001 -0.089559999999999987 -0.08133 -0.55327499999999985 -0.54856499999999986 -0.40154499999999999 -0.087714999999999987 -0.53255499999999989 0.094810000000000019 0.093115000000000017 0.096055000000000015 -0.017214999999999998 0.09055500000000001 -0.0077899999999999992 -0.073474999999999985 -0.087844999999999993 0.15116000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 7 -6 9 -8 10 11 12 -5 14 -10 -16 -17 -18 -19 -20 -21 22 -22 -23 26 27 -25 -26 -29 -30
right_child=2 -3 -4 4 6 -7 8 -9 13 -11 -12 -13 -14 -15 15 16 17 18 19 20 21 23 -24 24 25 -27 -28 28 29 -31
leaf_value=1.8395827904222578e-06 -9.2139800680494467e-07 -4.2844693640430572e-07 -1.9022805602054133e-06 7.1591226980333805e-07 -4.1067260797027649e-06 5.5947029759787867e-06 2.2051908354114856e-06 -2.6568597104414948e-06 -1.1252045794662991e-06 -9.4979632308422874e-07 1.2719810964512135e-06 -1.5144361771390893e-06 -4.4373769298999836e-07 9.3510932837640832e-07 1.433281031495426e-06 1.0128756488923281e-06 -1.6809929423867619e-06 1.8775833628599987e-06 9.420406791428428e-07 -1.7649298285959959e-06 -3.2618409057290902e-08 2.4361966587091195e-06 -2.483416023096652e-06 3.8773634649012159e-06 3.0554735356138105e-06 -2.6549279333007041e-06 -4.6040044887096137e-07 -1.8414307817238297e-06 -1.7335197218629723e-07 2.304177108195897e-06
leaf_weight=35 30 39 21 43 29 24 20 20 24 25 32 20 36 30 25 29 22 24 36 27 2189 22 25 22 26 35 34 32 121 24
leaf_count=35 30 39 21 43 29 24 20 20 24 25 32 20 36 30 25 29 22 24 36 27 2189 22 25 22 26 35 34 32 121 24
internal_value=0 6.4427e-07 -1.56532e-08 -2.56029e-09 6.64035e-09 4.13076e-07 -2.24323e-08 -2.9351e-07 2.03738e-08 9.48355e-09 1.92552e-07 -1.56354e-07 1.87464e-07 4.46692e-09 -5.80885e-09 4.16719e-09 -9.22405e-09 -2.04559e-08 -6.49649e-09 -2.39349e-08 -3.75349e-08 -1.91003e-08 -6.02923e-08 2.69504e-07 1.07371e-07 -1.60005e-07 1.24372e-06 2.70154e-07 -1.38989e-07 2.36722e-07
internal_weight=0 74 3047 3026 2996 200 2796 176 2767 156 131 99 79 2747 2717 2693 2668 2639 2617 2593 2557 2530 2214 316 294 238 56 203 177 145
internal_count=3121 74 3047 3026 2996 200 2796 176 2767 156 131 99 79 2747 2717 2693 2668 2639 2617 2593 2557 2530 2214 316 294 238 56 203 177 145
is_linear=0
shrinkage=0.1


Tree=7521
num_leaves=31
num_cat=0
split_feature=401 132 1185 15 1212 3 1212 3 1212 158 2 4 15 160 1210 15 1208 403 16 1209 1212 401 403 401 401 390 42 401 401 1
split_gain=3.41045e-09 3.64526e-09 1.24268e-08 7.92666e-09 3.61832e-09 1.1705e-08 7.057e-09 1.27461e-08 3.31343e-09 1.38346e-08 1.01499e-08 1.123e-08 1.65799e-08 7.63656e-09 3.3486e-09 5.65738e-09 4.16104e-09 7.14116e-09 1.7901e-08 5.77006e-09 5.13041e-09 3.22122e-08 2.08238e-08 7.62042e-09 1.05804e-08 6.23676e-09 5.4169e-09 5.62995e-09 5.04185e-09 1.58514e-08
threshold=0.13837000000000002 -0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.10321500000000002 -0.076514999999999986 0.11796000000000001 -0.082284999999999983 0.087615000000000012 0.10398500000000001 0.089005000000000015 -0.085409999999999986 0.087825000000000014 -0.57146499999999989 0.0028200000000000005 0.090455000000000021 0.092250000000000013 -0.5335399999999999 -0.079109999999999986 -0.090519999999999975 -0.089544999999999986 0.11336 1.0000000180025095e-35 0.10632500000000002 0.09530000000000001 0.088375000000000023 -0.010544999999999997 0.093220000000000011 0.083100000000000021 0.08801500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 8 6 -6 -8 13 10 11 -10 -13 -4 16 -16 17 18 -15 -19 22 23 -21 24 25 28 -24 -28 -22 -30
right_child=-2 2 4 -5 5 -7 7 -9 9 -11 -12 12 -14 14 15 -17 -18 19 -20 20 21 -23 26 -25 -26 -27 27 -29 29 -31
leaf_value=-1.5881144472093399e-07 -1.2700736057186511e-06 2.4620784686357227e-06 1.8771158434819054e-06 -1.9899297496050606e-06 1.1329537887592635e-06 2.7054079236590734e-06 1.071899797959001e-06 -2.0199561303494799e-06 -7.8960470675935673e-07 -2.6092886287187866e-06 -1.8814646189468931e-06 -1.6147389393002716e-07 3.737018665788128e-06 3.3694262302084276e-06 -3.4236855855043459e-07 1.5965122536405998e-06 -1.110278428233655e-06 -1.5953144611557946e-06 -7.1237469373128001e-07 3.5835572899145523e-06 -3.7633258375839159e-08 -3.7572802472388269e-06 -1.4556826045009076e-06 1.8147700858583489e-06 -2.2488764627615594e-06 1.6816238567943484e-06 1.619327930294882e-06 -4.0679491450923424e-07 2.0732022965338122e-06 -9.0799039313541496e-07
leaf_weight=190 21 21 22 27 38 21 24 30 35 25 22 24 20 21 27 34 34 23 22 20 2182 23 20 23 21 22 24 32 42 31
leaf_count=190 21 21 22 27 38 21 24 30 35 25 22 24 20 21 27 34 34 23 22 20 2182 23 20 23 21 22 24 32 42 31
internal_value=0 8.60744e-09 3.83577e-08 -3.86646e-07 2.05736e-08 5.75157e-07 8.89039e-08 -6.45798e-07 -2.22301e-09 -5.0314e-07 1.81843e-08 5.472e-07 1.61057e-06 2.18393e-08 6.14687e-09 7.38319e-07 -1.14368e-08 3.47167e-09 1.28106e-06 -1.8833e-08 -3.97273e-09 -3.3318e-08 7.12541e-07 3.58469e-09 -1.45429e-08 6.06357e-09 -4.29897e-08 4.61543e-07 -1.02834e-08 8.07216e-07
internal_weight=0 3100 2883 217 2862 113 92 54 2749 126 101 79 44 2623 2601 61 2540 2506 43 2463 2440 2344 96 2321 2298 2277 76 56 2255 73
internal_count=3121 3100 2883 217 2862 113 92 54 2749 126 101 79 44 2623 2601 61 2540 2506 43 2463 2440 2344 96 2321 2298 2277 76 56 2255 73
is_linear=0
shrinkage=0.1


Tree=7522
num_leaves=31
num_cat=0
split_feature=401 1210 1210 1210 1209 12 128 129 15 1182 132 1 1185 15 0 3 3 401 133 402 1211 15 133 42 403 12 1209 1210 402 3
split_gain=2.76249e-09 3.24519e-09 4.47939e-09 3.49219e-09 3.41705e-09 7.91211e-09 2.6927e-09 4.03158e-09 6.01482e-09 4.01896e-09 3.70767e-09 8.34432e-08 4.69278e-08 1.45547e-08 3.51723e-09 1.32762e-08 9.55235e-09 3.3725e-09 8.24528e-09 9.38035e-09 8.18921e-09 1.39368e-08 4.19146e-09 1.68944e-08 7.10718e-09 1.98669e-08 5.56019e-09 4.72504e-09 1.96007e-08 3.85916e-09
threshold=0.13837000000000002 -0.38516499999999992 -0.099939999999999987 -0.089089999999999989 0.11386000000000002 0.096075000000000008 0.10670500000000001 0.10311000000000002 -0.052074999999999989 0.086460000000000009 -0.083284999999999984 0.089475000000000013 -1.0000000180025095e-35 0.091475000000000015 -0.079459999999999989 -0.084319999999999992 -0.071799999999999989 -0.13200999999999999 0.51114000000000004 -0.23528499999999997 0.11671000000000002 0.095175000000000023 0.26753000000000005 0.095405000000000004 -0.34918499999999997 0.086345000000000019 -0.065739999999999979 -0.064344999999999999 -0.092414999999999983 -0.082234999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 7 9 -9 10 11 13 -12 -5 15 -8 -16 20 19 -19 21 -14 24 -24 25 -21 -26 28 -28 -29
right_child=-2 2 3 4 5 -7 14 8 -10 -11 12 -13 17 -15 16 -17 -18 18 -20 22 -22 -23 23 -25 26 -27 27 29 -30 -31
leaf_value=9.9412144884285456e-07 -1.1430661451023688e-06 -1.1988365178049503e-06 1.2646828289255361e-06 -8.5215209479740776e-08 -4.881257560640507e-07 2.3247219837685407e-06 -3.0921209850021114e-06 -2.9314638231880965e-07 1.8070598575074352e-06 -1.30057146350282e-06 -4.6303991129289816e-06 5.5657836712599526e-06 -3.1225403218245034e-07 -2.9758020275494349e-06 1.5485570109128525e-06 3.9641367379772422e-07 -1.398297549813001e-06 2.1676083497368385e-06 -1.5136425155838475e-06 -6.2280749443743848e-07 -8.3241251974433672e-07 3.2083106599083807e-06 6.534113521995876e-07 -3.1519670687885081e-06 -1.2119614175868552e-06 3.6056927771710435e-06 -1.2645380148900255e-06 1.47270673120054e-07 2.7241523168543483e-06 -1.1795851794676086e-07
leaf_weight=33 21 31 22 135 20 20 20 25 30 24 22 27 22 20 22 24 22 20 36 25 23 23 28 20 38 20 22 905 28 1393
leaf_count=33 21 31 22 135 20 20 20 25 30 24 22 27 22 20 22 24 22 20 36 25 23 23 28 20 38 20 22 905 28 1393
internal_value=0 7.75275e-09 -2.86028e-09 9.3516e-09 1.88598e-10 9.18298e-07 -1.21599e-08 4.45575e-09 8.52421e-07 -1.20183e-08 -1.00111e-09 4.35473e-07 -3.12633e-08 -4.58194e-07 -5.57077e-07 -1.18928e-06 7.51297e-08 7.6076e-09 -1.10349e-08 1.06113e-08 7.02589e-07 1.48715e-06 -6.79085e-09 -9.32163e-07 1.14806e-08 1.25653e-06 -1.2001e-08 7.41915e-09 9.69129e-07 -1.35058e-08
internal_weight=0 3100 3067 3036 3014 40 2974 2886 55 2831 2807 182 2625 155 88 44 44 2603 2535 2499 68 45 2479 48 2431 45 2386 2348 50 2298
internal_count=3121 3100 3067 3036 3014 40 2974 2886 55 2831 2807 182 2625 155 88 44 44 2603 2535 2499 68 45 2479 48 2431 45 2386 2348 50 2298
is_linear=0
shrinkage=0.1


Tree=7523
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 400 12 43 1420 157 1428 11 12 155 3 32 33 47 9 47 1366 16 402 133 4 16 16 13 52 2 1209
split_gain=2.76641e-09 1.43828e-08 6.4758e-09 2.6594e-09 4.04624e-09 3.2326e-09 2.58481e-09 2.47005e-09 6.75897e-09 3.23189e-09 6.56901e-09 2.12317e-08 1.06824e-08 9.17535e-09 2.94375e-09 4.9492e-09 4.51099e-09 3.23811e-08 1.81914e-08 5.86856e-09 5.85277e-09 1.12261e-08 1.7639e-08 1.4341e-08 8.45989e-09 2.81476e-08 5.56081e-08 2.07743e-08 1.88186e-08 1.49727e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.098289999999999975 0.11517000000000001 0.11232500000000002 -0.011244999999999998 0.056520000000000008 0.63397500000000007 -0.020064999999999996 0.090070000000000025 0.10149500000000002 0.13392000000000001 -0.16726499999999997 1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.087755000000000014 0.09717000000000002 -0.082814999999999986 -0.15241499999999997 0.087880000000000014 -0.054584999999999995 -0.064804999999999988 -0.095094999999999985 -0.092484999999999984 -0.091559999999999989 -0.067494999999999986 0.10005000000000001 -0.087199999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 8 9 -3 12 -12 14 -13 15 -11 17 19 -18 -17 21 22 -21 -24 27 26 -26 -22 -29 -27
right_child=1 7 -4 4 -6 -7 -8 -9 -10 10 11 13 -14 -15 -16 16 18 -19 -20 20 24 -23 23 -25 25 29 -28 28 -30 -31
leaf_value=-1.0411399677374384e-06 2.6336021965973835e-06 -9.1360547018164078e-07 -1.7916824486921661e-06 -8.2926193745909899e-07 1.3098452189383569e-06 -1.0126820761310488e-06 3.429627290107346e-07 -1.0251349341734055e-06 1.8472277344017129e-06 -1.376175732030578e-06 2.9561336795554341e-06 -2.0355807893679415e-06 -2.2060507665793755e-06 7.4858661050790228e-07 1.1329644028433984e-06 1.503036991415194e-06 2.9106451957152158e-06 -3.1937035286588867e-06 1.3084713250142236e-07 2.2224903861772166e-06 3.4515394245223286e-06 -2.2763512129915461e-06 -3.0345791026320513e-06 -2.5377545884118585e-07 1.1170450313422655e-06 1.7439305198605308e-06 -5.9153006136709699e-06 -1.6280986456381059e-07 2.9962338585805399e-06 5.1130447872515745e-09
leaf_weight=28 21 38 27 24 21 35 87 23 20 26 31 20 22 29 23 26 26 32 249 27 24 29 20 255 22 51 23 132 22 1708
leaf_count=28 21 38 27 24 21 35 87 23 20 26 31 20 22 29 23 26 26 32 249 27 24 29 20 255 22 51 23 132 22 1708
internal_value=0 2.60517e-08 -3.40221e-07 -1.39249e-07 1.19662e-08 -1.74715e-07 8.95087e-08 7.02508e-09 1.53402e-08 2.41683e-09 1.48619e-08 9.07969e-07 -1.1435e-08 -3.87808e-07 6.48026e-09 -3.21627e-09 1.02746e-08 -3.41928e-08 3.93664e-07 9.0327e-09 -7.76112e-09 -3.97013e-07 -2.16547e-07 -4.56016e-07 5.72451e-08 -7.65154e-09 -2.47726e-06 7.14962e-07 2.88482e-07 5.55279e-08
internal_weight=0 2899 222 195 167 146 111 2878 2855 2835 2797 80 2717 49 2695 2672 2646 2371 275 2339 2313 331 302 275 1982 1804 45 178 154 1759
internal_count=3121 2899 222 195 167 146 111 2878 2855 2835 2797 80 2717 49 2695 2672 2646 2371 275 2339 2313 331 302 275 1982 1804 45 178 154 1759
is_linear=0
shrinkage=0.1


Tree=7524
num_leaves=31
num_cat=0
split_feature=9 10 2 13 3 2 9 13 457 1186 4 0 42 151 159 157 158 159 12 15 3 3 1 2 2 151 51 49 13 16
split_gain=3.05351e-09 5.96228e-09 9.15061e-09 8.00287e-09 3.51744e-09 2.91685e-09 6.06995e-09 2.52836e-09 1.14791e-08 9.38118e-09 9.26695e-09 1.38994e-08 1.8916e-08 7.91623e-09 8.16898e-09 1.33977e-08 1.21587e-08 1.14848e-08 7.7158e-09 1.52623e-08 1.25056e-08 2.29548e-08 1.62001e-08 4.90338e-08 2.15278e-08 1.65797e-08 2.49812e-08 1.10043e-08 6.10583e-09 1.14519e-08
threshold=0.092410000000000006 0.053330000000000009 -0.080614999999999978 -0.07692499999999998 -0.014944999999999998 -0.0091949999999999983 -0.08477999999999998 -0.0034749999999999994 -0.081674999999999984 -0.085584999999999981 -0.42529999999999996 -0.010949999999999998 0.090090000000000017 0.08357500000000001 0.10545500000000001 -0.071119999999999989 0.107145 0.097495000000000012 -0.010834999999999999 -0.07879499999999999 -0.028564999999999997 0.076840000000000006 0.10205500000000002 0.11263500000000001 0.10005000000000001 -0.0083949999999999979 0.089355000000000004 0.055245000000000009 -0.0065549999999999992 -0.082179999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -2 6 -4 10 -9 -10 -7 28 -13 14 17 -16 -17 18 19 -11 -20 -22 24 -24 25 -23 -27 -25 -12 -30
right_child=4 3 5 -5 -6 7 -8 8 9 13 11 12 -14 -15 15 16 -18 -19 20 -21 21 22 23 27 -26 26 -28 -29 29 -31
leaf_value=1.5661969956528156e-06 1.144569445198707e-08 1.5260987235402962e-07 2.0315355259624215e-07 -2.6424446508599433e-06 1.6480621432890531e-06 -1.6130747669619366e-06 -2.0165101943803165e-06 -2.0730080672879214e-06 2.0252227134026022e-06 4.6787831673314303e-07 -4.083544602573499e-08 3.888461755455605e-06 -3.0746843797466931e-07 -1.5529794892556852e-06 -3.024914465186157e-06 1.4637580306953169e-06 -1.4832394709531271e-06 2.3916726045172259e-06 1.9811912057986463e-08 -2.8257806581185228e-06 4.0783072563499445e-06 -1.3760411745048866e-06 4.4398537726111606e-06 -2.2091931765544358e-06 -2.9335737171782454e-06 -1.284566364494608e-07 4.2582486760996595e-06 7.9944193276464977e-07 -2.7087079550938146e-06 -6.9282828718542083e-08
leaf_weight=37 29 21 28 20 24 38 22 23 27 34 1857 21 22 27 20 28 28 25 477 24 21 30 36 20 23 34 21 31 25 48
leaf_count=37 29 21 28 20 24 38 22 23 27 34 1857 21 22 27 20 28 28 25 477 24 21 30 36 20 23 34 21 31 25 48
internal_value=0 -1.30081e-08 3.21617e-09 -1.21083e-06 7.52555e-07 -1.61251e-08 -7.73498e-07 -3.24457e-09 1.33196e-07 1.89203e-07 -6.62746e-08 -3.64832e-08 1.74171e-06 1.32807e-07 1.8623e-07 -8.03207e-07 -9.74072e-09 2.83133e-07 2.12942e-07 -8.95015e-07 3.05672e-07 9.36946e-07 5.98645e-07 1.61418e-06 -2.19423e-07 5.14994e-07 1.54647e-06 -3.80415e-07 -7.61009e-08 -9.73196e-07
internal_weight=0 3068 3027 41 53 2990 50 2940 929 906 2011 1973 43 879 852 76 56 776 751 58 693 216 195 87 108 85 55 51 1930 73
internal_count=3121 3068 3027 41 53 2990 50 2940 929 906 2011 1973 43 879 852 76 56 776 751 58 693 216 195 87 108 85 55 51 1930 73
is_linear=0
shrinkage=0.1


Tree=7525
num_leaves=31
num_cat=0
split_feature=482 16 1 155 155 155 475 475 157 12 42 1372 376 123 123 40 42 133 47 47 47 33 16 159 1 47 1 1 49 52
split_gain=2.52765e-09 3.21346e-09 1.64207e-08 2.14835e-08 8.22228e-09 3.45771e-09 3.10397e-09 4.29868e-09 2.39676e-08 2.73742e-08 3.61182e-08 8.62352e-09 4.63592e-09 6.70159e-09 9.34947e-09 1.02433e-08 8.06389e-09 6.06992e-09 3.91446e-09 3.11792e-08 1.92637e-08 6.60698e-09 5.07931e-09 9.52805e-09 5.28308e-09 1.94141e-08 1.32422e-08 1.11903e-08 5.0236e-09 6.24525e-09
threshold=-0.29722999999999994 0.62682500000000008 0.10234000000000001 0.14485500000000004 0.11854500000000001 0.11198500000000002 -0.10664 -0.085719999999999977 -0.086394999999999986 0.083715000000000026 0.084435000000000024 -0.081219999999999987 0.087010000000000018 0.08592000000000001 0.087755000000000014 -0.07632499999999999 0.093775000000000011 0.090445000000000011 0.092165000000000011 0.096475000000000019 0.088915000000000008 -0.012019999999999998 0.5136400000000001 0.085035000000000013 0.099990000000000009 0.107145 0.092695000000000013 0.111945 -0.009244999999999998 -0.0027449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 -2 8 -8 -10 -11 -9 13 18 -15 16 -16 -14 20 -20 21 -13 23 24 26 -26 28 -27 -21 -30
right_child=1 2 3 -5 -6 -7 7 11 9 10 -12 12 17 14 15 -17 -18 -19 19 22 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=8.7054872341413463e-07 -8.9801286242462946e-07 -2.8989396142882786e-06 -1.2257191615506787e-06 2.5769148730129629e-06 1.6281349835187413e-06 -1.3193688118917636e-06 3.6565376463148003e-06 -1.8598894384922462e-06 2.065334552714404e-06 -4.7770163808720449e-06 9.590749740432924e-07 1.7507673088733679e-06 1.6906846928725065e-06 -2.568569730830523e-06 -3.7255492754992605e-07 -1.6785628655297308e-06 2.1318242363577159e-06 -1.4637393828057352e-07 -3.273666646563811e-06 1.3407921523653584e-06 2.5356631433917374e-06 9.452935984187463e-09 -1.439539855276789e-06 2.1628616092460686e-06 3.2758129351151415e-06 -2.2562590595498478e-06 -2.5856288047521049e-06 4.9299432579605399e-07 -1.4335315348511092e-06 6.7989969247045585e-07
leaf_weight=33 38 23 39 24 31 20 21 25 32 21 23 22 37 23 36 34 20 35 32 23 31 2278 21 22 20 20 24 57 29 27
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internal_value=0 -9.3039e-09 -6.12008e-07 2.22903e-07 7.96211e-09 -8.9431e-09 -6.18653e-11 1.16519e-08 6.66179e-07 -1.60104e-07 -1.7786e-06 -1.0894e-08 5.66814e-09 -1.53043e-08 -7.69237e-07 -3.09407e-07 5.21866e-07 7.9767e-07 1.73873e-08 -3.39436e-07 5.94836e-08 2.6109e-08 4.69645e-08 1.8758e-07 -2.97012e-08 4.99915e-07 -5.28466e-07 -2.21097e-07 9.64949e-08 -4.14556e-07
internal_weight=0 3088 86 63 3002 2971 2951 2913 97 76 44 2816 2791 2719 113 90 56 72 2606 275 2331 2300 243 222 200 97 103 77 79 56
internal_count=3121 3088 86 63 3002 2971 2951 2913 97 76 44 2816 2791 2719 113 90 56 72 2606 275 2331 2300 243 222 200 97 103 77 79 56
is_linear=0
shrinkage=0.1


Tree=7526
num_leaves=31
num_cat=0
split_feature=156 472 1429 471 47 2 47 9 9 3 124 1428 3 51 3 1447 1419 13 474 475 51 456 12 475 2 1371 13 474 457 475
split_gain=2.55153e-09 3.73803e-09 2.57948e-09 4.09679e-09 2.61951e-09 2.4817e-08 1.14536e-08 4.52478e-09 1.79815e-08 1.21011e-08 3.75644e-09 3.49405e-09 4.77031e-09 1.09628e-08 4.74008e-09 4.02004e-09 9.68316e-09 9.01099e-09 6.59954e-09 2.57563e-08 1.30787e-08 6.6144e-09 1.1678e-08 6.1166e-09 2.5363e-08 2.03585e-08 2.02617e-08 1.32587e-08 5.05562e-09 7.57957e-09
threshold=0.3248100000000001 -0.097514999999999977 0.12387000000000002 0.10277000000000001 0.092165000000000011 -1.0000000180025095e-35 0.088915000000000008 0.085555000000000006 0.092235000000000011 -0.13309499999999996 0.10634000000000002 -0.020064999999999996 -0.16726499999999997 0.020580000000000005 -0.15713499999999997 -0.086849999999999997 0.087255000000000013 -0.08645499999999999 0.087745000000000017 -0.024084999999999999 -0.083899999999999988 0.089235000000000023 0.087445000000000009 -0.086279999999999982 0.086950000000000013 0.083235000000000017 -0.081659999999999996 0.085860000000000006 -0.14249999999999999 -0.08466499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 10 -9 -10 11 -3 13 -13 -14 17 18 -16 23 20 -20 22 -22 24 -17 27 -26 28 -25 -30
right_child=-2 2 -4 -5 5 -7 -8 8 9 -11 -12 12 14 -15 15 16 -18 -19 19 -21 21 -23 -24 25 26 -27 -28 -29 29 -31
leaf_value=1.3704849340001603e-06 -1.0493780726382403e-06 -9.8068453314083034e-07 -1.0800084405621586e-06 1.2815750583285991e-06 -3.6844139987124436e-06 -4.8545626561783998e-08 1.8002392458527084e-06 3.1706119278334719e-06 1.6679607233527351e-06 -1.4870574192070398e-06 1.2280003870065079e-06 2.1432162681615335e-08 -1.3131318629850035e-06 2.3842479319253271e-06 2.096283262582282e-06 1.5993916313163938e-06 -1.7756137886237866e-06 -3.2621575142604128e-07 -2.0157678380409535e-06 3.8676721728625994e-06 2.4953205639719644e-07 -8.6354649274274695e-07 2.9828057222403006e-06 1.3101303310307871e-06 -4.6531768925021993e-06 2.3904201832599083e-06 -4.7688697520151477e-07 -2.4133716768422648e-06 -1.6723776862536085e-06 -4.3909852057882863e-08
leaf_weight=20 23 38 22 25 20 306 36 22 20 31 24 72 29 27 28 25 32 34 24 21 54 24 22 27 21 34 26 24 29 1981
leaf_count=20 23 38 22 25 20 306 36 22 20 31 24 72 29 27 28 25 32 34 24 21 54 24 22 27 21 34 26 24 29 1981
internal_value=0 7.7862e-09 -1.06824e-09 6.699e-09 -3.81631e-09 -2.71605e-07 2.84569e-08 4.55878e-09 7.81012e-07 -2.49795e-07 -1.72752e-08 -2.88952e-08 -1.46221e-08 6.65836e-07 -4.22876e-08 -2.69699e-08 -4.79924e-08 7.67816e-07 -2.40806e-08 6.29062e-07 8.0588e-08 5.83713e-07 1.04074e-06 -6.77843e-08 -9.74041e-07 -3.66384e-08 -2.34289e-06 -7.66772e-08 -4.91462e-08 -6.74052e-08
internal_weight=0 3098 3078 3056 3031 326 2705 2669 73 51 2596 2572 2534 99 2435 2406 2344 62 2312 145 124 100 76 2167 72 2095 47 2061 2037 2010
internal_count=3121 3098 3078 3056 3031 326 2705 2669 73 51 2596 2572 2534 99 2435 2406 2344 62 2312 145 124 100 76 2167 72 2095 47 2061 2037 2010
is_linear=0
shrinkage=0.1


Tree=7527
num_leaves=31
num_cat=0
split_feature=9 33 9 3 34 2 130 40 121 15 16 402 15 3 3 16 0 16 42 3 12 41 16 39 45 402 3 16 402 13
split_gain=2.70591e-09 5.48116e-09 8.33636e-09 3.75395e-09 2.83608e-09 7.7814e-09 2.51935e-09 4.13371e-09 3.34921e-09 2.94733e-09 3.87556e-09 1.06023e-08 1.2685e-08 2.48432e-08 2.67042e-08 1.2677e-08 1.04508e-08 7.62265e-09 8.75294e-09 7.52187e-09 1.18522e-08 6.99547e-09 6.04696e-09 7.87896e-09 5.58489e-09 4.97612e-09 2.20908e-08 6.85251e-08 3.5887e-08 1.21309e-08
threshold=0.092410000000000006 -0.009184999999999997 0.085555000000000006 -0.014944999999999998 -0.08786999999999999 -0.045829999999999989 -0.23123999999999997 -0.24134999999999998 -0.081149999999999986 0.19724500000000003 -0.15241499999999997 0.095140000000000016 -0.053579999999999996 -0.12711499999999995 -0.07928499999999998 -0.54165499999999989 -0.10607499999999999 -0.54656499999999986 -0.010544999999999997 -0.081459999999999991 0.085635000000000003 0.078065000000000009 -0.48836499999999994 0.086380000000000012 0.094030000000000016 0.090595000000000023 -0.078724999999999976 -0.082179999999999989 0.23460000000000003 -0.078704999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 -3 -6 -7 -8 -9 10 11 12 17 21 -15 -16 -17 -10 -19 -20 22 -14 -21 -24 25 -12 28 -28 -27 -29
right_child=3 2 -4 -5 5 6 7 8 9 -11 24 -13 13 14 15 16 -18 18 19 20 -22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-1.4307507912976523e-06 -5.7179906222919619e-08 1.1734200893442903e-06 1.9858797800441696e-06 1.6335628842512051e-06 -1.8536446806711351e-06 1.0589580793665929e-06 -1.4131533611188866e-06 1.2240759298782161e-06 2.1181963696952673e-06 1.0455180175155805e-06 -7.9701531627932378e-09 -2.19015262266404e-06 2.1155910723371982e-06 -4.3317335219963466e-06 -2.6744355290761832e-06 1.9299902714919882e-06 -1.0413870560861252e-06 1.6612640526927274e-06 -1.4722523038861775e-06 -9.0711747638636999e-07 2.1878873762185932e-06 -3.7203812098596244e-07 1.9755224971359811e-06 -5.9580295806737333e-07 -1.357318789250085e-06 4.2128784031865817e-07 6.913606022180829e-06 -1.9270863197107248e-06 -3.9092479906602508e-06 1.2742463488231007e-06
leaf_weight=27 29 20 21 24 23 22 21 22 21 26 2222 28 26 29 23 20 29 31 35 63 24 20 22 26 29 147 20 20 22 29
leaf_count=27 29 20 21 24 23 22 21 22 21 26 2222 28 26 29 23 20 29 31 35 63 24 20 22 26 29 147 20 20 22 29
internal_value=0 -1.22324e-08 3.62095e-10 7.08439e-07 -1.34445e-08 -2.13569e-08 -7.20085e-09 -1.51384e-08 -5.13217e-09 -1.44188e-08 -2.39677e-08 -3.14127e-07 -1.71773e-07 -8.923e-07 -1.76963e-06 -7.37673e-07 1.7142e-07 3.05333e-07 1.1593e-07 -1.65867e-07 1.72826e-07 1.03401e-06 -2.62863e-07 5.82721e-07 2.23132e-08 3.85771e-08 4.73149e-07 1.98092e-06 -1.42451e-07 -3.242e-08
internal_weight=0 3068 3041 53 3020 3000 2977 2955 2934 2912 2886 397 369 147 101 72 49 222 201 170 135 46 111 48 2489 2460 238 69 169 49
internal_count=3121 3068 3041 53 3020 3000 2977 2955 2934 2912 2886 397 369 147 101 72 49 222 201 170 135 46 111 48 2489 2460 238 69 169 49
is_linear=0
shrinkage=0.1


Tree=7528
num_leaves=31
num_cat=0
split_feature=401 1210 1210 403 1210 12 12 1212 12 43 13 2 1208 42 15 15 42 403 1201 131 131 480 481 160 1456 159 480 2 4 0
split_gain=2.49725e-09 2.97918e-09 3.69901e-09 3.3929e-09 1.21856e-08 1.08979e-08 3.06386e-08 1.81062e-08 1.1913e-08 1.47821e-08 3.39094e-08 1.12758e-08 2.00632e-08 1.91188e-08 4.95549e-09 9.45336e-09 6.0542e-09 5.83889e-09 4.93121e-09 3.60472e-09 1.9678e-08 1.5817e-08 5.10512e-08 1.02587e-08 8.58256e-09 1.03466e-08 7.42176e-09 5.9066e-09 1.06373e-08 1.45604e-08
threshold=0.13837000000000002 -0.38516499999999992 -0.099939999999999987 -0.090774999999999981 -0.07983999999999998 0.083985000000000018 0.085955000000000018 0.040035000000000008 0.086915000000000006 0.055925000000000009 -0.075129999999999988 0.094215000000000007 0.11253500000000001 -0.074124999999999983 0.086355000000000015 0.088235000000000022 -0.035074999999999988 -0.22642499999999996 -0.081779999999999978 0.090690000000000007 0.090175000000000019 0.11191000000000002 -0.0050099999999999988 -0.4136149999999999 -0.052299999999999992 -0.079544999999999991 0.10344000000000002 0.082850000000000021 -0.014149999999999998 -0.077809999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 -6 -8 10 -10 12 14 -13 17 -16 -17 -12 -5 20 21 26 -23 -21 -25 -26 -20 28 29 -27
right_child=-2 2 3 18 5 6 8 -9 9 -11 11 13 -14 -15 15 16 -18 -19 19 23 -22 22 -24 24 25 27 -28 -29 -30 -31
leaf_value=9.5244451145073554e-07 -1.0868094526423583e-06 -1.0896179241347953e-06 2.4777905807127354e-06 -1.5203951752534357e-06 -5.359505212254589e-07 -3.1622370631245353e-06 2.440988195619708e-06 3.6213606087833547e-06 -3.9285729392511056e-06 2.4526088588533207e-06 2.2034376427101328e-06 -4.5290408744828413e-07 -3.164231126788764e-06 3.5386331508865022e-06 -1.851222820429636e-06 -4.5476696328705659e-07 1.9010102028005351e-06 -1.3281900464789943e-07 -4.3596977856415517e-08 2.4585702314133027e-06 -3.0317681193992032e-06 5.5357365818053952e-06 -1.5237034528495098e-06 1.9006418333447073e-06 -2.2227217255021968e-06 -3.516450595952847e-06 -1.8487740256343547e-06 7.9942105210796086e-07 4.8410644165555609e-07 2.5365738695524797e-07
leaf_weight=33 21 31 24 22 20 29 23 22 22 23 23 24 20 24 24 24 20 20 2333 21 22 20 21 25 20 20 23 83 63 21
leaf_count=33 21 31 24 22 20 29 23 22 22 23 23 24 20 24 24 24 20 20 2333 21 22 20 21 25 20 20 23 83 63 21
internal_value=0 7.36694e-09 -2.80181e-09 8.29546e-09 3.04998e-07 1.41013e-07 -8.73505e-08 1.64169e-06 2.73669e-07 5.11313e-08 -2.23665e-07 2.31687e-07 -2.48744e-07 1.54286e-06 2.76569e-07 -2.54758e-07 6.16041e-07 1.11681e-06 -2.93705e-08 -1.70941e-08 -5.46571e-08 -2.73327e-08 1.91993e-06 3.42055e-07 1.50474e-07 -6.08985e-08 -6.12197e-08 1.70313e-07 -3.31764e-07 -1.58542e-06
internal_weight=0 3100 3067 3036 342 318 276 42 247 224 201 179 131 48 111 68 44 43 2694 2672 2419 2397 41 253 232 207 2356 187 104 41
internal_count=3121 3100 3067 3036 342 318 276 42 247 224 201 179 131 48 111 68 44 43 2694 2672 2419 2397 41 253 232 207 2356 187 104 41
is_linear=0
shrinkage=0.1


Tree=7529
num_leaves=31
num_cat=0
split_feature=120 52 130 9 9 10 43 9 132 1186 393 52 13 3 12 16 131 131 480 12 130 42 400 4 15 160 15 4 16 42
split_gain=2.41078e-09 6.06626e-09 5.71341e-09 4.15954e-09 5.64654e-09 4.74663e-09 8.62404e-09 7.30055e-09 2.63739e-09 6.94552e-08 4.15137e-08 6.68731e-09 4.28713e-09 3.03354e-09 1.07357e-08 8.62181e-09 2.93389e-09 1.59724e-08 1.23921e-08 4.44362e-08 7.7429e-09 2.28597e-08 1.21281e-08 9.03333e-09 2.22226e-08 6.41531e-09 2.44891e-08 5.8057e-09 8.61534e-09 6.42961e-09
threshold=1.0000000180025095e-35 -0.014264999999999998 -0.22461999999999996 0.092410000000000006 0.10530000000000002 0.053330000000000009 -0.080419999999999978 0.087755000000000014 -0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.10347000000000002 0.056795000000000005 -0.080104999999999996 0.089505000000000015 -0.083539999999999989 0.090690000000000007 0.090175000000000019 0.11191000000000002 0.094435000000000005 0.08610000000000001 -0.087819999999999981 -0.087679999999999994 -0.067104999999999984 0.083195000000000005 -0.53908999999999996 0.085730000000000015 -0.014149999999999998 -0.29154999999999992 0.091625000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 7 -7 8 9 11 16 12 13 14 -4 -15 17 18 25 -20 22 -22 -18 -24 27 26 -10 -25 -29 -30
right_child=1 -3 3 4 -6 6 -8 -9 10 -11 -12 -13 -14 15 -16 -17 20 -19 19 -21 21 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=1.581056075456613e-06 4.0138310322864372e-07 -1.8713061817636672e-06 -1.3874173641790943e-08 2.2051345411000512e-06 3.5929821204187341e-08 4.0149352230400843e-07 -2.5000065124270945e-06 1.8566558494404446e-06 1.1264138439059935e-06 5.7839629137322935e-06 -4.5801593415717434e-06 -1.7655512495141377e-06 1.2947337305983335e-06 -1.2136652417638062e-06 -2.6251209936845046e-06 1.4667901740494928e-06 2.4458468747720226e-06 -2.7285914629001954e-06 4.9334456970687572e-06 -1.5719509592924754e-06 -3.2919381856738093e-06 1.0156082993262318e-06 -7.8665684812886111e-07 -9.3001572262589134e-07 3.0945848607188965e-06 -2.3452488964054844e-08 -2.6955692799459174e-06 -1.0491809197493899e-06 1.7566937927729167e-06 1.3536450851728766e-07
leaf_weight=23 24 23 74 20 30 20 21 21 30 21 20 26 21 20 20 30 28 22 21 21 22 28 63 39 30 2238 38 29 47 51
leaf_count=23 24 23 74 20 30 20 21 21 30 21 20 26 21 20 20 30 28 22 21 21 22 28 63 39 30 2238 38 29 47 51
internal_value=0 -7.10784e-07 1.08637e-08 -9.73258e-10 9.03612e-07 -1.60446e-08 -1.08464e-06 -1.24315e-09 -1.45184e-08 3.25234e-07 -4.09311e-08 -2.7494e-07 -4.00564e-08 -2.34713e-07 -5.69459e-07 3.94608e-07 -7.39413e-09 -4.66513e-08 -2.15224e-08 1.68075e-06 2.68687e-07 -8.79712e-07 4.68757e-07 2.55017e-07 5.89841e-07 -5.25264e-08 -1.0094e-06 1.37177e-07 4.64897e-07 9.12941e-07
internal_weight=0 47 3074 3051 50 3001 41 2960 2939 212 2727 191 165 144 94 50 2707 2370 2348 42 337 50 287 259 196 2306 68 166 127 98
internal_count=3121 47 3074 3051 50 3001 41 2960 2939 212 2727 191 165 144 94 50 2707 2370 2348 42 337 50 287 259 196 2306 68 166 127 98
is_linear=0
shrinkage=0.1


Tree=7530
num_leaves=31
num_cat=0
split_feature=132 393 1186 15 1213 3 10 0 13 0 1428 474 1429 4 4 16 0 15 13 4 402 4 15 16 4 1447 1447 479 15 15
split_gain=2.86161e-09 1.38877e-08 7.36722e-09 5.02265e-09 2.85274e-09 2.44735e-09 6.63858e-09 6.17224e-09 1.64087e-08 7.84701e-09 6.34192e-09 6.59148e-09 1.25311e-08 9.49987e-09 7.61899e-09 2.64528e-08 4.04109e-08 5.29655e-08 9.2174e-09 7.96231e-09 8.02334e-09 1.47071e-08 3.30293e-08 1.90733e-08 1.61103e-08 6.56232e-09 1.53192e-08 9.54931e-09 8.25811e-09 3.09658e-08
threshold=-0.083174999999999985 0.11333500000000001 0.049580000000000006 0.092400000000000024 0.086260000000000017 -0.081734999999999988 -0.0093599999999999985 0.10455500000000001 -0.029529999999999997 0.051010000000000007 -0.071779999999999997 -0.084054999999999977 -0.03528499999999999 -0.39518999999999993 -0.078629999999999992 -0.092484999999999984 -0.075934999999999989 0.087260000000000018 -0.083894999999999983 -0.077834999999999988 -0.45454999999999995 -0.07168999999999999 0.096055000000000015 -0.088394999999999987 -0.069389999999999993 -0.086849999999999997 -0.082804999999999976 0.10713500000000002 -0.10203999999999998 -0.096999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 6 -2 9 -9 10 -7 -12 -13 -14 15 -15 17 -17 -19 -16 -21 22 23 -22 -23 -26 -27 28 -28 -30
right_child=1 -3 -4 -5 -6 7 -8 8 -10 -11 11 12 13 14 19 16 -18 18 -20 20 21 24 -24 -25 25 26 27 -29 29 -31
leaf_value=-1.3139948587449549e-07 1.6599534100586659e-06 2.4220415222468245e-06 -2.1282561111287839e-06 -1.4861626470974443e-06 1.0417690172441023e-06 -1.8399631580834352e-06 7.5324988088732092e-08 -3.2992482093028409e-06 3.7115696604109089e-07 1.6810923732180073e-06 1.2527815403915923e-06 -2.5671947827277111e-06 1.5572261696029778e-06 -3.3129653509433865e-06 1.688870026083788e-06 5.4172157516322022e-06 -2.7750562300828582e-06 -1.7239099975085993e-06 1.0003180586468459e-06 1.5153092874697906e-06 -2.4671085053672539e-06 2.5678030406576608e-06 -4.6979805471313405e-06 1.2702474397959426e-06 1.2955032203925449e-06 -2.8375405642577789e-06 3.3086388799468789e-07 2.0673851438567953e-06 -3.2716219782907339e-06 -1.3214144654260311e-07
leaf_weight=152 27 24 21 25 24 20 1269 21 29 26 38 20 36 32 27 22 36 27 23 32 22 24 22 36 35 20 322 21 33 655
leaf_count=152 27 24 21 25 24 20 1269 21 29 26 38 20 36 32 27 22 36 27 23 32 22 24 22 36 35 20 322 21 33 655
internal_value=0 2.64959e-08 -3.46026e-07 -1.59823e-07 2.8578e-08 6.49831e-09 1.08338e-07 -7.7089e-08 -1.17041e-06 -4.13361e-08 -7.11319e-08 -4.72771e-08 -8.14655e-08 -4.65781e-08 -8.81454e-08 -7.87689e-07 -3.94586e-08 1.32834e-06 -4.70765e-07 -9.73379e-09 -4.72643e-08 -8.92831e-08 -1.39879e-06 -1.4737e-07 5.09564e-09 -5.15388e-08 -9.63975e-08 -4.3223e-08 -8.71069e-08 -2.82727e-07
internal_weight=0 2899 222 201 176 2875 1296 1579 50 1529 1503 1483 1445 1425 1389 140 108 72 50 1249 1222 1190 80 58 1110 1086 1051 1031 1010 688
internal_count=3121 2899 222 201 176 2875 1296 1579 50 1529 1503 1483 1445 1425 1389 140 108 72 50 1249 1222 1190 80 58 1110 1086 1051 1031 1010 688
is_linear=0
shrinkage=0.1


Tree=7531
num_leaves=31
num_cat=0
split_feature=132 1185 1186 399 399 133 52 42 3 1208 1208 403 3 402 1210 1212 1212 394 390 133 132 43 15 133 3 1213 15 1209 15 1447
split_gain=2.31795e-09 1.17673e-08 5.96745e-09 4.39817e-09 1.02734e-08 3.6369e-09 5.52265e-09 3.05606e-09 4.89005e-09 2.26017e-09 4.96197e-09 5.25365e-09 2.49484e-08 3.97848e-09 3.20077e-09 2.45798e-09 6.06751e-09 2.92453e-09 8.09279e-09 2.96933e-09 1.39777e-08 1.06448e-08 7.86338e-09 7.29718e-09 1.91548e-08 5.32248e-09 3.12805e-08 3.07325e-08 5.16312e-09 4.449e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.091895000000000018 0.11091500000000001 -0.37971999999999995 0.087555000000000008 -0.025789999999999997 -0.085274999999999976 0.11846000000000001 0.10480500000000002 -0.53960999999999981 -0.085709999999999995 0.23460000000000003 -0.094799999999999982 0.13631000000000001 0.11534000000000001 -0.12099999999999998 0.090205000000000007 -0.14757499999999998 0.082230000000000011 -0.00067499999999999993 0.084510000000000016 -0.10066499999999999 -0.07908999999999998 -0.090764999999999985 0.085465000000000013 -0.087714999999999987 0.091650000000000023 0.093155000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 -1 -7 -9 10 11 12 -3 14 -13 16 17 -16 19 20 21 22 -19 24 -21 26 -25 -27 -28 -29
right_child=1 9 -4 4 -6 7 -8 8 -10 -11 -12 13 -14 -15 15 -17 -18 18 -20 23 -22 -23 -24 25 -26 27 28 29 -30 -31
leaf_value=-1.6388913995797338e-06 2.3824234236122894e-06 -1.777025911478415e-06 -1.9154306019551032e-06 -2.3132135700402265e-06 7.0141147602953423e-07 -1.287073238004793e-07 5.6085613366684861e-07 -1.1212477752613787e-08 1.841534514102838e-06 9.7301581523841683e-07 -1.3028856583646148e-06 1.1539755846001754e-06 2.5600602820456216e-06 -1.2156439205918341e-06 8.8184766013910129e-07 -9.2166794494350426e-07 1.3119787374599973e-06 3.5973757201190891e-06 -1.9808392796080841e-06 2.6689046042823371e-07 -1.4731781482082901e-06 2.7826448158087996e-07 7.9320433009399961e-07 -3.485240141896741e-06 -3.3237400316465937e-06 3.9195801605274031e-06 1.6390340445266499e-06 -3.7933664689198257e-09 -4.8083049065894555e-07 -1.4328329828313972e-06
leaf_weight=25 21 21 21 26 20 52 21 28 29 24 29 24 36 27 36 29 35 20 21 39 33 105 20 28 24 20 27 2238 20 22
leaf_count=25 21 21 21 26 20 52 21 28 29 24 29 24 36 27 36 29 35 20 21 39 33 105 20 28 24 20 27 2238 20 22
internal_value=0 2.38499e-08 -3.11423e-07 -1.4384e-07 -1.00251e-06 1.1099e-07 -6.34659e-07 4.25668e-07 9.31413e-07 6.63999e-09 -1.4865e-09 1.1873e-08 9.62186e-07 -7.69632e-09 4.20247e-09 -5.95379e-09 3.92556e-09 -1.33311e-08 -2.56453e-08 -9.82906e-09 3.84351e-07 8.07099e-07 2.19529e-06 -3.88465e-08 -1.10097e-06 -1.0433e-08 -8.39326e-07 1.68332e-08 7.36964e-07 -1.77044e-08
internal_weight=0 2899 222 201 46 155 46 109 57 2878 2854 2825 57 2768 2741 2717 2688 2653 2617 2596 178 145 40 2418 63 2355 75 2280 47 2260
internal_count=3121 2899 222 201 46 155 46 109 57 2878 2854 2825 57 2768 2741 2717 2688 2653 2617 2596 178 145 40 2418 63 2355 75 2280 47 2260
is_linear=0
shrinkage=0.1


Tree=7532
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 52 133 399 393 1185 402 160 480 4 3 43 3 42 42 13 133 402 52 1210 1209 1212 401 52 401 1210
split_gain=2.42936e-09 6.82216e-08 4.39122e-08 1.07049e-08 2.87073e-09 4.4168e-09 7.12192e-09 3.42959e-09 2.77503e-09 2.38544e-09 3.20535e-09 1.19431e-08 4.17925e-08 1.62333e-08 3.69293e-08 4.00924e-08 3.44371e-08 2.74369e-08 2.05186e-08 2.02086e-08 8.52504e-09 6.61666e-09 1.60167e-08 4.40263e-09 4.32601e-09 3.88232e-09 1.89602e-08 1.66523e-08 1.0035e-08 1.25988e-08
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.090645000000000017 -0.37971999999999995 0.087485000000000021 0.10483000000000002 0.093750000000000014 0.088375000000000023 -0.025879999999999997 0.086995000000000017 -0.080924999999999983 -0.078724999999999976 -0.0047449999999999992 -0.075634999999999994 0.085730000000000015 -0.018024999999999996 -0.082014999999999991 -0.054584999999999995 0.079755000000000006 0.083680000000000018 -0.099939999999999987 0.11155000000000002 -0.092474999999999988 0.10022000000000002 0.087435000000000013 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -8 9 10 21 -12 13 17 15 20 -16 18 -13 -18 -15 23 -23 -4 25 27 28 -25 29 -27
right_child=2 -3 8 -5 -6 -7 7 -9 -10 -11 11 12 -14 14 16 -17 19 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-1.9098429180967985e-06 -4.4749378399832162e-06 5.7406977628629437e-06 -1.2998232652814926e-06 -2.4472166472833126e-06 1.0908994286615953e-06 8.1836492127093957e-07 7.8157583412906788e-07 -4.8033844875810191e-07 9.5079464787681169e-07 -1.0887510597967775e-06 2.086549513832966e-06 2.170942690764395e-06 -4.1771324401365529e-06 9.6562316988032155e-07 4.7965999247491135e-06 -5.145276857191398e-06 -2.2251719418487813e-06 4.4895140116333698e-06 -2.0894642173630017e-06 1.7650526421183106e-06 -1.6613942085270883e-06 -2.8015673007286279e-06 8.8070277738119162e-07 2.7349852392906843e-06 1.0964793050207947e-06 2.0025490063418175e-09 -2.7649302590475602e-06 -1.0304623718026132e-06 1.5943039316495674e-06 -2.1707355948571469e-06
leaf_weight=26 22 21 26 20 21 36 33 62 31 20 34 26 21 30 22 23 22 24 20 30 21 27 21 24 36 2308 25 23 39 27
leaf_count=26 22 21 26 20 21 36 33 62 31 20 34 26 21 30 22 23 22 24 20 30 21 27 21 24 36 2308 25 23 39 27
internal_value=0 3.21166e-07 -2.42335e-08 -2.53632e-07 -7.1622e-09 -1.54037e-07 -4.43346e-07 -4.19893e-08 9.76495e-09 -4.74409e-10 7.21931e-09 3.32921e-07 8.34511e-08 4.93874e-07 -9.95875e-08 -1.67922e-06 1.48004e-06 1.74862e-06 3.18592e-07 7.68807e-08 -1.1609e-07 -2.75681e-08 -1.19057e-06 -5.30962e-09 8.25096e-09 -7.76548e-09 -2.53995e-08 8.92319e-07 3.44982e-09 -2.31212e-08
internal_weight=0 219 2902 198 178 157 121 95 2880 2849 2829 273 239 218 148 74 74 70 46 52 51 2556 48 2508 2482 2446 2399 47 2374 2335
internal_count=3121 219 2902 198 178 157 121 95 2880 2849 2829 273 239 218 148 74 74 70 46 52 51 2556 48 2508 2482 2446 2399 47 2374 2335
is_linear=0
shrinkage=0.1


Tree=7533
num_leaves=31
num_cat=0
split_feature=132 1185 1203 46 46 1428 156 1429 1429 1429 1428 1429 475 147 147 148 49 51 49 160 13 49 457 157 16 480 151 157 2 0
split_gain=2.31639e-09 1.3948e-08 8.76348e-09 2.26419e-09 3.7507e-09 3.16011e-09 3.57031e-09 5.84036e-09 3.7905e-09 5.18696e-09 2.94587e-09 7.17874e-09 3.06236e-09 2.75067e-09 8.56558e-09 7.52571e-09 4.1883e-09 6.65371e-09 6.29131e-09 5.07471e-09 6.86866e-09 4.34048e-09 4.60465e-09 5.12164e-09 2.40937e-08 1.66247e-08 1.21261e-08 4.36565e-09 4.4535e-09 1.9143e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10987500000000001 0.083550000000000013 -0.070379999999999984 0.3248100000000001 -0.15673999999999996 -0.08262499999999999 -0.067934999999999982 0.087445000000000009 -0.0091699999999999993 0.058495000000000012 0.099230000000000013 0.093875000000000014 -0.062044999999999996 -0.14715999999999999 -0.079189999999999983 -0.10774499999999999 0.043720000000000009 -1.0000000180025095e-35 -0.088694999999999982 -0.11701499999999999 -0.087424999999999989 -0.013024999999999998 0.08610000000000001 -0.55306499999999992 -0.08577499999999999 0.11263500000000001 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 7 -7 -9 -10 11 -11 13 14 16 -15 17 -13 -18 20 -19 -20 -23 24 25 -24 -25 -28 29 -29
right_child=1 3 -4 -5 -6 6 -8 8 9 10 -12 12 -14 15 -16 -17 18 19 21 -21 -22 22 23 26 -26 -27 27 28 -30 -31
leaf_value=-7.752591188046282e-08 2.5916784049210646e-06 9.8136859543790877e-07 -1.9998017760540449e-06 1.0157068810589077e-06 -1.1757147317607802e-06 1.7095500811592502e-06 -1.3019559240828608e-06 -1.3438681635523694e-06 1.4684315336429185e-06 -1.8179889025304874e-06 9.9429289580276924e-07 -2.2311295803471394e-06 9.6821742190389415e-07 -3.2417606316162817e-07 -2.0413170053264668e-06 2.2156290799557612e-06 1.6233929756026555e-06 1.6507702292519375e-07 -1.078471007998372e-06 1.0215449878081058e-06 -2.1160470541045391e-06 1.2653914717279334e-06 2.3316894309270238e-06 2.4150801263680308e-06 -3.3303279456049498e-06 -1.572066919379722e-06 -1.2873418912616986e-06 2.9445217982672897e-06 -3.0701987340716971e-07 4.1875778289437523e-08
leaf_weight=195 21 33 27 22 27 20 21 21 24 22 29 21 32 28 21 20 24 33 37 23 22 29 24 21 25 20 26 23 359 1871
leaf_count=195 21 33 27 22 27 20 21 21 24 22 29 21 32 28 21 20 24 33 37 23 22 29 24 21 25 20 26 23 359 1871
internal_value=0 2.38439e-08 -3.11316e-07 5.10705e-09 -2.67768e-09 8.51779e-09 -2.96435e-09 6.86585e-09 -5.49483e-09 4.78529e-09 -8.17689e-09 -1.90205e-08 -4.13619e-09 -1.59806e-08 -2.99406e-08 7.34076e-07 -1.34281e-08 -6.51148e-07 1.22467e-08 -2.25769e-07 -7.47373e-07 -3.63319e-09 1.2951e-08 -2.38065e-09 -8.5129e-07 5.57255e-07 2.30866e-08 1.04544e-09 1.59136e-08 7.71244e-08
internal_weight=0 2899 222 2878 2856 2829 2796 2775 2755 2734 2710 2681 2659 2627 2579 48 2558 99 2459 78 55 2435 2398 2369 69 44 2300 2279 2253 1894
internal_count=3121 2899 222 2878 2856 2829 2796 2775 2755 2734 2710 2681 2659 2627 2579 48 2558 99 2459 78 55 2435 2398 2369 69 44 2300 2279 2253 1894
is_linear=0
shrinkage=0.1


Tree=7534
num_leaves=31
num_cat=0
split_feature=1429 1417 475 475 1420 475 474 3 1426 156 160 1429 156 13 376 40 120 52 155 130 3 132 399 399 1 3 1213 402 403 1213
split_gain=2.45412e-09 6.08119e-09 3.51742e-09 7.00669e-09 6.28759e-09 2.63895e-09 3.6647e-09 1.00033e-08 4.01756e-09 4.71534e-09 1.3613e-08 1.92627e-08 1.1268e-08 6.18948e-09 5.23399e-09 7.50229e-09 5.16088e-09 5.12197e-09 5.09744e-09 4.79331e-09 4.71142e-09 9.19151e-09 7.9757e-08 7.32799e-08 1.03789e-08 9.00805e-09 9.48616e-09 4.34128e-08 3.08322e-08 9.98926e-09
threshold=0.12521000000000002 -0.080324999999999994 -0.50059999999999982 -0.24431999999999998 1.0000000180025095e-35 -0.10664 -0.082254999999999981 -0.073309999999999986 -0.052649999999999995 0.091255000000000017 -0.088854999999999976 -0.0079199999999999982 0.089950000000000016 0.0076650000000000008 0.087010000000000018 -0.049474999999999998 1.0000000180025095e-35 -0.054584999999999995 0.085195000000000007 -0.22461999999999996 -0.081644999999999981 -0.083284999999999984 0.09141500000000001 0.091580000000000009 0.082535000000000011 -0.081459999999999991 -0.085284999999999986 0.13775000000000001 0.0050100000000000014 -0.063509999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 -8 12 -11 -12 14 -13 16 17 18 -16 19 -10 21 22 24 -23 -21 -22 28 29 -27 -28
right_child=-2 2 3 4 -6 6 8 -9 9 10 11 13 -14 -15 15 -17 -18 -19 -20 20 25 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-1.6638014999030433e-06 1.104166625509606e-06 1.3265585910460231e-06 -1.5509280305634784e-06 -1.0452797596371965e-06 1.7780876373763021e-06 -4.4902651215697579e-07 -1.3851331806065338e-06 2.3889581430209901e-06 1.4317771709339349e-06 -1.8589908406630414e-06 3.6659555053661499e-06 7.7243021108230896e-07 -2.2823228970413438e-06 -9.173230629195522e-07 2.7156390940165566e-06 -6.8571381048472675e-07 -1.3367325414037624e-06 6.3331776737464279e-07 -1.6080478144431254e-06 3.0020156127566873e-07 -2.1541282876569313e-06 1.465450318216322e-07 6.7076226932627496e-06 -5.9612294393218695e-06 -2.2828532672747315e-06 3.863032244225906e-06 1.5731801053173995e-06 -4.8140826453391129e-06 -1.4291468360225045e-07 -1.6565351251753299e-07
leaf_weight=22 20 20 29 24 20 27 21 23 23 21 21 96 22 28 21 22 30 27 20 70 22 1102 20 20 20 25 34 20 83 1168
leaf_count=22 20 20 29 24 20 27 21 23 23 21 21 96 22 28 21 22 30 27 20 70 22 1102 20 20 20 25 34 20 83 1168
internal_value=0 -7.12751e-09 4.70972e-09 -3.93264e-09 1.08736e-08 -8.68696e-10 7.52577e-09 8.56446e-07 -6.93133e-09 2.9974e-09 5.20569e-07 8.65195e-07 -2.82565e-08 3.90873e-07 -1.00719e-08 8.43461e-07 -3.25586e-08 1.54433e-06 -1.76651e-08 -5.46427e-09 -1.82571e-08 1.23196e-07 9.95541e-07 3.7672e-08 -2.73811e-07 -1.47155e-07 -1.13957e-07 -1.93353e-07 7.84388e-07 -1.16469e-07
internal_weight=0 3101 3079 3059 3030 3010 2986 50 2936 2915 166 145 2749 124 2727 70 2657 48 2627 2607 2584 1232 110 1122 90 1352 1330 1222 108 1202
internal_count=3121 3101 3079 3059 3030 3010 2986 50 2936 2915 166 145 2749 124 2727 70 2657 48 2627 2607 2584 1232 110 1122 90 1352 1330 1222 108 1202
is_linear=0
shrinkage=0.1


Tree=7535
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1213 403 403 403 133 1210 403 0 0 0 13 16 4 1366 402 43 403 401 12 12 43 12 12 4 12 12 15
split_gain=2.47851e-09 1.25948e-08 7.58027e-09 2.27575e-09 2.10733e-08 9.51689e-09 7.3759e-09 3.15008e-08 7.9341e-09 7.98703e-09 7.17385e-09 1.22055e-08 8.8803e-09 7.15038e-09 5.38017e-09 7.31209e-09 3.55459e-09 3.121e-09 1.68848e-08 9.2433e-09 4.20955e-09 3.09837e-09 9.16142e-09 1.42708e-08 7.59163e-09 5.51654e-09 9.99202e-09 7.80742e-09 1.1697e-08 1.61616e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.04198000000000001 -0.5335399999999999 -0.50388999999999984 -0.54856499999999986 0.40945500000000007 -0.13847499999999999 -0.5335399999999999 -0.077084999999999987 -0.063634999999999983 -0.080604999999999996 -0.094514999999999988 -0.080954999999999985 -0.07958999999999998 -0.087024999999999977 -0.45015499999999992 0.055925000000000009 -0.43370499999999995 -0.099524999999999988 0.110195 0.12757000000000002 -0.00067499999999999993 0.22926500000000002 0.10589000000000003 0.0016150000000000003 0.10193000000000001 0.099815000000000015 -0.0072999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -6 7 -3 -8 -10 12 -12 13 -7 15 -15 -11 18 -18 -19 -21 25 23 -23 -24 27 -27 28 -22 -30
right_child=1 3 -4 4 5 10 8 -9 9 16 11 -13 -14 14 -16 -17 17 19 -20 20 21 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=-1.0459127931647882e-07 2.4647643071841144e-06 -3.9614603575831671e-06 -1.892393875327461e-06 3.3290803826059261e-06 -2.073286026416099e-06 -1.3893430764797122e-06 1.5209851352772283e-06 1.4532316091238804e-06 -1.9589006981169361e-06 1.2368628330003288e-06 2.919094723715123e-06 -4.5870115286561489e-07 -1.9243013471366241e-06 2.1958442289360393e-06 -6.9058065489138076e-07 -3.8704408527539476e-08 -2.7044748964291777e-06 1.5934066829635817e-06 1.2683806562563407e-06 -1.2863027048017382e-06 -1.0761180601476887e-08 2.9710081705852133e-07 -1.3142974201703813e-06 3.2799365726532418e-06 7.8224399526187626e-07 -2.6737910709264479e-06 1.1279438559364691e-07 1.123422224875451e-06 2.7340690508026453e-07 -3.7467415700120913e-06
leaf_weight=195 21 22 27 21 20 21 34 21 21 23 23 20 23 32 21 27 23 36 20 26 2146 53 39 23 31 22 31 59 20 20
leaf_count=195 21 22 27 21 20 21 34 21 21 23 23 20 23 32 21 27 23 36 20 26 2146 53 39 23 31 22 31 59 20 20
internal_value=0 2.46638e-08 -3.22027e-07 6.859e-09 3.25456e-07 -1.18497e-08 -1.79605e-08 -1.31708e-06 3.30403e-09 -1.65961e-08 2.35029e-07 1.34803e-06 -1.5093e-07 2.52907e-07 6.83998e-07 1.17325e-06 -7.37519e-10 -1.19046e-08 -8.56635e-07 2.59001e-09 -2.0596e-08 -7.13102e-09 4.39567e-07 1.1998e-06 -3.85829e-07 -3.55113e-08 -1.0439e-06 -1.17052e-08 -4.23423e-08 -1.73667e-06
internal_weight=0 2899 222 2878 208 187 2670 43 2627 2593 167 43 124 101 80 59 2572 2549 43 2506 2470 2444 146 76 70 2298 53 2245 2186 40
internal_count=3121 2899 222 2878 208 187 2670 43 2627 2593 167 43 124 101 80 59 2572 2549 43 2506 2470 2444 146 76 70 2298 53 2245 2186 40
is_linear=0
shrinkage=0.1


Tree=7536
num_leaves=31
num_cat=0
split_feature=1429 474 474 474 474 13 155 0 0 0 484 130 51 3 43 16 475 1212 401 1446 1444 481 2 0 403 480 483 1456 160 12
split_gain=2.22602e-09 5.67841e-09 3.91757e-09 4.41266e-09 7.64416e-09 3.27418e-09 1.36924e-08 1.33108e-08 5.89295e-09 5.90517e-09 6.90835e-09 1.5515e-08 5.83381e-09 5.76545e-09 1.64371e-08 4.96951e-09 4.7905e-09 3.97557e-09 4.38326e-09 3.91769e-09 8.16436e-09 3.77026e-09 3.89236e-08 4.7306e-08 1.57516e-08 5.10477e-09 8.92676e-09 6.048e-09 5.65236e-09 5.1275e-09
threshold=0.12521000000000002 -0.45463999999999999 -0.23025999999999996 -0.090834999999999985 -0.072334999999999983 0.10002500000000002 0.11562500000000002 0.12358500000000001 -0.094654999999999975 -0.082844999999999988 0.090535000000000018 -0.086274999999999991 -0.22258499999999998 -0.13309499999999996 -0.27207999999999993 -0.11227499999999999 0.11922500000000001 -0.52517999999999987 0.13699500000000003 -0.09143999999999998 -0.086359999999999992 -0.087424999999999989 0.090310000000000015 -0.086554999999999979 -0.55683499999999986 0.10252000000000001 0.10357500000000001 0.11253500000000001 0.51752500000000012 0.14786000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 16 8 15 -10 11 -11 -13 -14 -15 -7 17 -6 19 -19 -21 22 23 -22 -23 27 -27 28 29 -26
right_child=-2 2 3 4 5 7 -8 -9 9 10 -12 12 13 14 -16 -17 -18 18 -20 20 21 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-1.6455913813236597e-06 1.0516060285681307e-06 1.3046110878981974e-06 -1.0908303027223599e-06 1.9091600582517759e-06 1.3780155335751943e-06 1.5852446127750086e-07 -2.237634466187696e-06 2.5774311865234269e-06 -1.4331299492672164e-06 2.8626782880434932e-06 -1.5467834696313401e-06 1.3711941686655008e-06 5.5113062937077008e-07 2.3163330303709195e-07 -3.2887405992488273e-06 2.2006355297063155e-06 1.4896224302317155e-06 -1.3864478736043871e-06 -1.5120041166483133e-06 1.9975945951955512e-06 7.9104562311320991e-07 2.7184250110881942e-06 2.5918696098869988e-06 -4.9715404770722671e-06 -6.2726606120042982e-08 2.070700792084305e-06 -5.8131807479226578e-07 -1.3576769038081695e-06 1.5265195073603221e-06 1.4709878593583365e-06
leaf_weight=21 20 23 37 21 20 26 28 24 30 21 22 22 36 36 21 22 21 21 20 20 28 21 25 29 2374 30 22 35 23 22
leaf_count=21 20 23 37 21 20 26 28 24 30 21 22 22 36 36 21 22 21 21 20 20 28 21 25 29 2374 30 22 35 23 22
internal_value=0 -6.78332e-09 4.39037e-09 -5.39212e-09 7.90629e-09 -5.40692e-09 -3.75994e-08 3.33728e-07 1.05555e-07 -1.4694e-07 9.72736e-08 3.63224e-07 -9.31981e-08 -4.39613e-07 -1.06535e-06 1.09449e-06 -1.48768e-08 -2.66219e-08 -3.71435e-08 -2.60125e-08 -1.51456e-08 -3.05748e-08 -6.9791e-07 -2.1408e-06 -8.92007e-09 -3.17749e-08 9.48693e-07 -5.25509e-08 -3.36673e-08 -4.86441e-08
internal_weight=0 3101 3080 3057 3020 2999 2739 260 236 188 158 136 115 93 57 48 2711 2690 2670 2650 2629 2609 82 57 2527 2506 52 2454 2419 2396
internal_count=3121 3101 3080 3057 3020 2999 2739 260 236 188 158 136 115 93 57 48 2711 2690 2670 2650 2629 2609 82 57 2527 2506 52 2454 2419 2396
is_linear=0
shrinkage=0.1


Tree=7537
num_leaves=31
num_cat=0
split_feature=130 12 132 50 1185 1203 12 48 132 13 403 399 132 403 10 0 12 9 41 12 16 4 402 133 3 42 15 2 42 1
split_gain=2.40322e-09 6.11786e-09 2.37716e-09 6.80016e-08 4.18153e-08 1.01809e-08 2.69663e-09 4.00656e-09 3.92693e-09 5.48402e-09 3.41366e-09 3.49429e-09 2.67393e-09 2.38788e-09 2.29098e-09 1.3301e-08 1.29013e-08 5.12275e-09 5.40261e-09 9.31245e-09 3.77816e-09 1.00511e-08 1.12284e-08 1.01116e-08 7.63709e-09 1.16177e-08 8.30864e-09 7.04773e-09 1.62455e-08 1.40636e-08
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.11527000000000001 0.086035000000000014 -0.41094499999999995 -0.0018299999999999998 -0.085604999999999987 0.092445000000000013 -0.037359999999999997 -0.089609999999999981 0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.088235000000000022 0.086565000000000017 0.08486500000000001 -0.15241499999999997 -0.064804999999999988 0.095140000000000016 -0.023589999999999996 -0.081459999999999991 0.085010000000000016 -0.040439999999999997 0.11682500000000001 0.091295000000000015 0.10937500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 8 -2 10 13 -12 -6 -10 17 -16 -17 18 20 -20 21 -14 23 -23 25 26 -25 28 -26 -29
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leaf_value=-1.0926621882845211e-06 1.272874866034809e-06 1.6687087645421301e-06 -4.3720349408844912e-06 5.8710947381257486e-06 8.7317942935832043e-07 -2.3857534313265204e-06 1.0578012436434664e-06 -1.4345420194807785e-06 1.5116955052008054e-07 -1.6903948821322958e-06 1.4115597333204342e-06 -2.8221460135163011e-07 -2.3472968767078862e-06 -1.3148076538982422e-06 2.486819265830794e-06 9.8885512567991793e-07 -2.1370009355213489e-06 -1.2997794504870751e-06 2.2632185570208612e-06 -2.3398324806578332e-07 2.0591086516564436e-08 1.7127254439704607e-06 -2.2779601401623494e-06 -1.2936544278220806e-06 1.1220554497840837e-06 -2.3484869102872295e-06 1.5542941324753201e-06 1.5672389565679623e-06 -1.9348095785668801e-06 -1.2139479939226779e-06
leaf_weight=20 22 22 22 20 35 20 21 21 25 20 29 21 23 20 24 31 23 31 28 32 2258 30 24 21 101 37 20 24 21 75
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internal_value=0 7.04744e-09 -4.82543e-09 3.12705e-07 -2.91398e-08 -2.45927e-07 -6.8402e-09 -1.48343e-07 4.88114e-08 -1.85357e-07 1.31493e-07 7.00175e-07 4.52602e-09 -5.00376e-07 -6.32053e-09 5.2804e-07 -3.42528e-07 -2.1616e-08 -6.9081e-09 9.31378e-07 -2.82814e-08 -3.21776e-07 -1.89801e-07 -3.74738e-08 -2.13079e-07 -1.06378e-06 9.55888e-08 8.71685e-08 5.95874e-07 -5.39721e-07
internal_weight=0 3101 3079 219 2860 199 179 158 137 115 95 50 2838 45 2803 78 54 2725 2694 60 2634 376 353 329 299 78 41 221 122 99
internal_count=3121 3101 3079 219 2860 199 179 158 137 115 95 50 2838 45 2803 78 54 2725 2694 60 2634 376 353 329 299 78 41 221 122 99
is_linear=0
shrinkage=0.1


Tree=7538
num_leaves=31
num_cat=0
split_feature=12 42 132 1185 1203 455 52 1374 1375 448 447 447 456 52 456 1375 456 456 456 16 150 1372 4 16 402 150 16 3 484 160
split_gain=2.47617e-09 4.58742e-09 2.31421e-09 1.42886e-08 4.80541e-09 2.39552e-09 7.72516e-09 4.21179e-09 6.16277e-09 3.45772e-09 8.27518e-09 4.38995e-09 3.02201e-09 5.07873e-09 3.77741e-09 1.21491e-08 6.3849e-09 5.80789e-09 4.7175e-09 4.68246e-09 4.64038e-08 2.15307e-08 1.0453e-08 1.00449e-08 1.1224e-08 1.1268e-08 9.93118e-09 8.55712e-09 8.83636e-09 2.26039e-08
threshold=0.23631000000000002 0.18223500000000001 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.08729000000000002 -0.016329999999999997 -0.096434999999999979 -0.23832499999999998 0.030280000000000001 0.089635000000000006 0.086195000000000008 0.091580000000000009 -0.0027449999999999996 0.08777500000000002 0.08456000000000001 0.087485000000000021 0.085800000000000015 0.041000000000000002 -0.010264999999999998 0.10699000000000002 -1.0000000180025095e-35 -0.17966999999999997 -0.008904999999999998 0.10874500000000002 0.092010000000000022 -0.008069999999999999 0.11658 -0.093244999999999981 0.022560000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 8 -5 10 11 12 14 -14 16 -16 17 18 19 21 23 -9 -23 -21 25 26 -25 28 29 -28
right_child=-2 -3 3 5 -6 6 -8 9 -10 -11 -12 -13 13 -15 15 -17 -18 -19 -20 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-1.4024971571521188e-07 -1.0337516182121559e-06 1.4806660796499014e-06 2.6206667181819892e-06 1.7581338004840128e-07 -1.5637000888933405e-06 1.8249652761181189e-06 -3.3018134771713777e-07 3.009191188539262e-06 -2.2191631386260181e-06 -1.1669896157400217e-06 1.5204787772640476e-06 -1.4818405452388107e-06 -2.1419502701292004e-07 1.8223775133681859e-06 -2.2603689169540889e-06 8.414352598028137e-07 1.7441596886177043e-06 -1.4655477711729478e-06 1.2153820303950626e-06 -2.2226781398092586e-06 -4.2712647423623254e-06 1.8990517537531562e-06 1.3917630014491591e-08 -2.2825354313854839e-06 1.891085511639782e-06 2.2664757537427249e-06 3.5670242182690844e-06 1.3649789437773181e-06 -2.6233669769430622e-07 -3.5875648375271013e-07
leaf_weight=195 23 21 21 22 27 29 39 25 21 25 36 20 25 24 28 23 21 27 32 21 27 30 1506 21 30 20 22 39 677 44
leaf_count=195 23 21 21 22 27 29 39 25 21 25 36 20 25 24 28 23 21 27 32 21 27 30 1506 21 30 20 22 39 677 44
internal_value=0 7.68345e-09 -2.3694e-09 2.18136e-08 -3.13372e-07 2.55608e-09 5.88925e-07 -1.18594e-08 -9.93826e-07 3.64728e-09 1.44945e-08 -5.87188e-09 5.30124e-09 7.8331e-07 -9.40082e-09 -8.61516e-07 7.69512e-09 -6.76968e-09 9.02303e-09 -6.6567e-09 -1.8818e-07 9.81174e-08 5.07367e-08 -6.20434e-08 -8.85074e-09 -7.81072e-08 -1.36503e-07 -7.88728e-08 -1.5466e-07 9.49837e-07
internal_weight=0 3098 3077 2855 222 2834 68 2766 43 2723 2698 2662 2642 49 2593 51 2542 2521 2494 2462 901 1561 1536 874 853 823 803 782 743 66
internal_count=3121 3098 3077 2855 222 2834 68 2766 43 2723 2698 2662 2642 49 2593 51 2542 2521 2494 2462 901 1561 1536 874 853 823 803 782 743 66
is_linear=0
shrinkage=0.1


Tree=7539
num_leaves=31
num_cat=0
split_feature=447 448 132 1203 1185 50 393 42 130 13 12 1429 1417 11 12 155 11 157 1426 1428 40 4 9 10 9 16 402 133 51 3
split_gain=2.35541e-09 3.3262e-09 2.33616e-09 7.39695e-08 3.82065e-08 1.30606e-08 2.47174e-09 2.33474e-09 2.40928e-09 6.16496e-09 5.15855e-09 2.32323e-09 5.11283e-09 3.23713e-09 1.22404e-08 2.76727e-08 9.70279e-09 8.81421e-09 4.94016e-09 3.62759e-09 3.09584e-09 3.81951e-09 3.74625e-09 5.63704e-09 6.0522e-09 3.67604e-09 8.22754e-09 9.45005e-09 9.31301e-09 6.97245e-09
threshold=0.10419500000000002 1.0000000180025095e-35 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.10585500000000002 -0.015274999999999999 0.09364500000000002 -0.0079349999999999993 0.11351500000000002 0.12521000000000002 -0.080324999999999994 0.088215000000000002 0.10149500000000002 0.11854500000000001 0.099410000000000012 -0.42132499999999995 -0.078524999999999998 -0.071779999999999997 -0.24290999999999999 0.63113500000000011 0.092890000000000014 0.053330000000000009 0.087755000000000014 -0.15241499999999997 0.095140000000000016 -0.023589999999999996 0.081440000000000026 -0.16726499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 7 11 8 9 -1 -10 12 -6 17 15 -15 -16 -14 -19 -20 -21 22 23 24 25 26 27 -22 29 -29
right_child=-2 -3 4 -5 6 -7 -8 -9 10 -11 -12 -13 13 14 16 -17 -18 18 19 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=2.1505407985955573e-06 -1.0817394507967036e-06 1.1332893511560263e-06 -4.1778742611727057e-06 6.1088231612416173e-06 -1.5302163340245237e-06 -2.6953935213214208e-06 9.0847192912709347e-07 -4.7198968033082125e-07 5.216453366080492e-07 -5.03439996789114e-08 -1.4717139617914654e-06 1.0698664436858962e-06 -1.9284076995991959e-06 -6.41647439654965e-07 -2.1532088475223212e-06 4.2124088731329918e-06 6.1310580861118076e-07 1.3683057614544992e-06 -1.2672937373281458e-06 -1.2150963898637288e-06 1.3403900433041197e-06 1.2340416501501752e-06 1.2354062371618588e-06 -1.2801471079423469e-06 1.6883034082379062e-06 3.3716387448408578e-08 -2.1866155076498797e-06 1.5917224618533512e-06 -2.2221937056201569e-06 -3.4753745670138286e-07
leaf_weight=20 20 26 22 20 22 20 30 66 37 35 20 20 24 24 21 23 32 26 23 21 36 25 24 35 21 2107 22 20 25 254
leaf_count=20 20 26 22 20 22 20 30 66 37 35 20 20 24 24 21 23 32 26 23 21 36 25 24 35 21 2107 22 20 25 254
internal_value=0 6.97612e-09 -2.54718e-09 3.12994e-07 -2.66242e-08 -2.72444e-07 5.59013e-09 -2.01937e-10 2.77816e-07 7.49978e-07 -1.77779e-07 -4.06636e-09 -1.17786e-08 3.11721e-10 5.58879e-07 1.73374e-06 -4.82981e-07 -2.06634e-08 -3.31368e-09 -1.69616e-08 -5.8583e-09 4.02648e-09 -8.06093e-09 -1.99035e-08 -2.15356e-09 -1.65609e-08 -3.13295e-07 -1.90271e-07 -3.74565e-07 -2.05986e-07
internal_weight=0 3101 3075 218 2857 198 2835 178 112 55 57 2805 2785 2763 100 47 53 2663 2639 2613 2590 2569 2544 2520 2485 2464 357 335 299 274
internal_count=3121 3101 3075 218 2857 198 2835 178 112 55 57 2805 2785 2763 100 47 53 2663 2639 2613 2590 2569 2544 2520 2485 2464 357 335 299 274
is_linear=0
shrinkage=0.1


Tree=7540
num_leaves=31
num_cat=0
split_feature=472 1429 1425 52 3 1 481 481 481 481 2 1453 2 1210 1210 1210 132 0 1204 47 0 15 47 483 158 52 0 160 160 13
split_gain=2.43397e-09 6.83406e-09 4.5179e-09 3.55421e-09 1.11589e-08 7.44945e-09 2.36749e-09 6.97102e-09 3.67425e-09 1.22976e-08 3.02137e-08 1.02304e-08 3.30679e-09 3.06929e-08 1.7404e-08 1.7394e-08 1.22324e-08 9.46469e-08 5.03238e-08 1.12945e-08 6.82164e-08 4.25163e-08 2.26662e-08 1.50188e-08 1.36242e-08 1.41209e-08 1.34084e-08 1.16749e-08 1.55576e-08 1.23415e-08
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.55692499999999978 -0.085784999999999986 0.10293500000000001 -0.16223499999999996 -0.088384999999999977 -0.085784999999999986 -0.081614999999999979 0.085345000000000018 -0.085754999999999984 0.084755000000000011 -0.14175499999999996 -0.14175499999999996 -0.08126499999999999 -0.083284999999999984 -0.082284999999999983 -0.081079999999999985 0.092165000000000011 -0.10224499999999999 -0.10324499999999999 0.088915000000000008 -0.021199999999999997 -1.0000000180025095e-35 -0.21968999999999997 -0.087519999999999987 -0.52439499999999983 -0.24185499999999996 0.0015850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -5 -8 -9 10 -10 -11 13 -13 -14 -15 17 -17 -18 22 -21 -22 23 -20 -25 -26 -23 -27 -29 -30
right_child=1 2 -4 6 -6 -7 7 8 9 11 -12 12 14 15 -16 16 18 -19 19 20 21 26 -24 24 25 27 -28 28 29 -31
leaf_value=-1.003170652325025e-06 1.7251184648676312e-06 -1.7004601886583259e-06 -1.401356841953479e-06 -7.9511797432467959e-07 2.2988912074121498e-06 9.9621898655078395e-07 1.4671912655028763e-06 -9.8095628118244362e-07 4.2756296476330714e-06 -2.2832309718978649e-06 -9.6526521272980137e-07 3.7489110621026082e-06 -2.2367882556372443e-06 -2.4503211231300765e-06 -4.6400274334826618e-08 -7.9440660256709225e-07 -4.4037290873859548e-06 7.2387737941426171e-06 -2.2753999410912478e-06 -4.8893744982099936e-06 4.1108365066975238e-06 -2.8227890629750622e-06 3.5728464798098902e-06 2.8307176589372658e-06 2.3842950829750157e-06 2.4875420058378953e-06 8.727328271992232e-08 -2.408058672358493e-06 3.5020195580911096e-07 -1.1312361870243246e-06
leaf_weight=24 23 20 23 38 27 21 32 39 22 20 22 23 37 27 1851 55 25 20 23 30 25 20 21 21 29 20 76 25 417 65
leaf_count=24 23 20 23 38 27 21 32 39 22 20 22 23 37 27 1851 55 25 20 23 30 25 20 21 21 29 20 76 25 417 65
internal_value=0 7.77621e-09 -5.07313e-09 5.45277e-09 7.20316e-07 -3.19234e-07 -1.08431e-08 -7.23454e-10 -1.68488e-08 -3.76597e-09 1.65518e-06 -2.95588e-08 -1.35184e-08 1.41715e-07 -8.93263e-08 4.94286e-08 1.26829e-07 1.34777e-06 1.19346e-08 1.54929e-07 -6.20751e-07 4.37586e-07 3.4354e-07 2.30514e-07 3.30404e-07 2.35967e-07 -5.1899e-07 1.17748e-07 2.42651e-08 1.50423e-07
internal_weight=0 3097 3074 3051 68 41 2983 2945 2913 2874 44 2830 2810 922 1888 899 872 75 797 772 151 121 621 600 577 556 96 527 507 482
internal_count=3121 3097 3074 3051 68 41 2983 2945 2913 2874 44 2830 2810 922 1888 899 872 75 797 772 151 121 621 600 577 556 96 527 507 482
is_linear=0
shrinkage=0.1


Tree=7541
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1420 157 0 0 13 12 1 12 1 121 10 39 9 10 16 51 2 45 160 160 160 1212 133 13 133 3 1447
split_gain=2.90348e-09 1.65679e-08 8.25072e-09 2.3215e-09 5.88589e-09 2.44065e-09 1.22078e-08 2.7749e-08 2.4083e-08 1.57972e-08 7.6307e-09 4.19222e-09 9.93136e-09 5.75665e-09 1.27484e-08 8.49985e-09 5.90404e-09 8.28998e-08 4.17115e-08 1.94417e-08 4.14453e-09 3.70288e-09 1.90361e-08 1.77789e-08 8.64174e-09 9.81852e-09 1.92765e-08 1.68365e-08 3.82239e-08 2.35959e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.056520000000000008 0.63397500000000007 0.10455500000000001 0.12445000000000002 0.095120000000000024 0.099400000000000002 0.10337500000000001 0.091200000000000017 0.16540500000000002 -0.094339999999999993 0.0036750000000000007 0.087150000000000019 0.091600000000000015 -0.0097449999999999985 -0.056919999999999991 0.080335000000000018 -0.0091949999999999983 0.094030000000000016 -0.046074999999999991 -0.025879999999999997 -0.019279999999999995 0.087615000000000012 0.099660000000000012 -0.052719999999999996 0.090445000000000011 -0.079379999999999992 0.059120000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 11 7 -7 9 10 -8 12 -3 15 -15 16 17 18 -14 -18 21 24 -23 -24 25 27 -27 29 -29 -21
right_child=1 3 -4 -5 -6 6 8 -9 -10 -11 -12 -13 13 14 -16 -17 19 -19 -20 20 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-1.2169414250050837e-07 2.8253287285094432e-06 -2.0565177254886058e-06 -1.9868845142851836e-06 -9.943662498155549e-07 1.723817248944215e-06 -4.5415233297063652e-06 -6.6088876321503318e-07 4.5588877515001519e-07 3.2281012214038388e-06 -2.93202705983103e-06 1.6838701284264656e-06 1.3985787435641131e-06 -4.1672067818053297e-06 2.2421407808386514e-06 -6.4991983355900666e-07 -1.9960397052965987e-06 -3.1092944232113955e-06 5.0720360775358138e-06 1.3414806222432094e-06 2.4143459121378763e-08 -1.0752130559494082e-06 2.8545788936753526e-06 -2.6275288386538404e-06 1.1363139261694308e-07 -1.7127118406492894e-06 -2.4351824976711422e-06 1.2472518645403225e-06 -4.1254886142386595e-07 5.1947885469871834e-06 -3.248243994043467e-06
leaf_weight=195 21 23 27 23 20 20 35 25 21 21 23 22 28 35 27 21 20 30 27 525 34 25 24 1676 34 44 21 31 20 23
leaf_count=195 21 23 27 23 20 20 35 25 21 21 23 22 28 35 27 21 20 30 27 525 34 25 24 1676 34 44 21 31 20 23
internal_value=0 2.66953e-08 -3.48542e-07 6.27445e-09 1.43357e-08 2.27582e-09 -3.97364e-07 -1.76518e-06 2.18155e-07 -5.81958e-07 2.68929e-07 2.38177e-08 1.24816e-08 3.04729e-08 9.82695e-07 7.61665e-09 2.40401e-08 8.43521e-07 -1.46294e-06 -4.08099e-09 2.11955e-08 3.65805e-08 1.15217e-07 7.49327e-08 -1.57759e-07 -7.81375e-08 -1.24547e-06 4.8535e-08 1.78641e-06 -1.13201e-07
internal_weight=0 2899 222 2878 2855 2835 145 45 100 79 58 2690 2668 2645 62 2583 2562 85 55 2477 2457 2423 1725 1700 698 664 65 599 51 548
internal_count=3121 2899 222 2878 2855 2835 145 45 100 79 58 2690 2668 2645 62 2583 2562 85 55 2477 2457 2423 1725 1700 698 664 65 599 51 548
is_linear=0
shrinkage=0.1


Tree=7542
num_leaves=31
num_cat=0
split_feature=128 42 50 128 402 1209 1208 1209 52 132 15 1185 2 394 390 42 12 43 12 2 130 448 3 4 4 16 1374 4 1373 482
split_gain=2.45385e-09 5.1886e-09 1.14997e-08 3.40587e-09 3.70973e-09 5.29674e-09 4.0143e-09 3.55401e-09 8.48025e-09 3.26393e-09 8.15703e-08 3.56263e-08 1.24985e-08 4.00499e-09 7.20266e-09 3.72718e-09 1.16856e-08 2.34657e-08 1.36678e-08 9.36243e-09 7.79553e-09 7.5459e-09 4.12197e-09 4.08685e-09 3.10373e-08 4.77852e-08 2.44183e-08 1.62526e-08 2.27296e-08 9.92863e-09
threshold=0.10979500000000002 -0.09693499999999998 0.09227500000000001 0.104145 0.23460000000000003 0.14268500000000003 0.11198500000000002 0.10344000000000002 0.060015000000000006 -0.083284999999999984 0.091915000000000011 -1.0000000180025095e-35 0.082850000000000021 -0.12099999999999998 0.090205000000000007 -0.095859999999999987 0.089300000000000004 -0.095049999999999982 0.086915000000000006 0.083385000000000015 0.096505000000000021 0.053555000000000005 -0.089519999999999988 -0.0092149999999999992 -0.0078799999999999981 -0.0094449999999999968 0.087110000000000007 -0.010384999999999998 0.078175000000000008 0.098465000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 9 -9 10 12 -11 -1 -13 15 16 18 20 19 -15 -18 23 -21 26 25 -25 27 28 -17 -26
right_child=1 2 -4 -5 -6 -7 -8 8 -10 11 -12 13 -14 14 -16 21 17 -19 -20 22 -22 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=-2.6197305656762096e-06 -1.7773203126125737e-06 1.5502861851738698e-06 -1.6149445870765206e-06 1.0087024961916648e-06 -1.0364371713181113e-06 1.5966159551117883e-06 -1.3748512054960539e-06 -3.6266123828454514e-07 2.4254493425246439e-06 -4.0365423336135631e-06 6.2752452788031192e-06 1.2900626619997506e-06 -9.4333274420995601e-09 2.0750861944222941e-06 -1.852210046205896e-06 -7.7269203055063359e-08 1.3167963219750549e-06 3.9307073260867277e-06 -2.5937222105875708e-06 -1.499926327006679e-06 -9.104864309013769e-07 -1.8677781802332241e-06 5.0602136269617404e-07 5.1279208315690998e-06 6.8153972144210887e-08 -9.3050762522441656e-07 -3.5046820582487096e-06 -2.3704422937953497e-06 2.8022490657316929e-06 -1.8755718576391736e-06
leaf_weight=21 24 24 22 34 34 21 21 24 20 22 21 24 145 21 21 1307 33 24 21 21 30 22 20 30 985 23 21 30 28 27
leaf_count=21 24 24 22 34 34 21 21 24 20 22 21 24 145 21 21 1307 33 24 21 21 30 22 20 30 985 23 21 30 28 27
internal_value=0 -5.85394e-07 3.64802e-08 1.34324e-08 2.21621e-09 1.40547e-08 2.83465e-09 1.26719e-08 9.04662e-07 -8.75732e-10 4.03198e-07 -2.87583e-08 -3.39652e-07 4.04351e-09 -7.54225e-09 7.11459e-09 4.60043e-07 1.26985e-06 -3.88788e-07 3.58045e-07 2.56185e-07 -2.40208e-08 -5.21415e-07 -7.47136e-09 1.39838e-07 2.49879e-06 -1.20663e-07 -6.86016e-08 -1.68748e-08 1.62957e-08
internal_weight=0 70 46 3051 3017 2983 2962 2941 44 2897 187 2710 166 2688 2664 2643 170 87 83 62 63 2473 41 2451 1065 53 1386 1365 1335 1012
internal_count=3121 70 46 3051 3017 2983 2962 2941 44 2897 187 2710 166 2688 2664 2643 170 87 83 62 63 2473 41 2451 1065 53 1386 1365 1335 1012
is_linear=0
shrinkage=0.1


Tree=7543
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 132 0 12 3 133 399 399 130 130 130 129 402 402 3 401 4 4 402 455 52 1374 1375 4 4 43 1
split_gain=2.79746e-09 1.71598e-08 7.24623e-09 4.87229e-09 3.11843e-09 3.77035e-09 3.3096e-09 5.74121e-09 4.29455e-09 2.45266e-09 2.39765e-09 2.55597e-09 4.39767e-09 3.87681e-09 2.88495e-09 2.41384e-09 1.80723e-08 2.56242e-08 3.43229e-08 3.2281e-08 1.98285e-08 1.31092e-08 2.76865e-09 7.43234e-09 3.66193e-09 5.01145e-09 3.5344e-09 1.93811e-08 3.92215e-08 5.70211e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.094369999999999996 -0.09515499999999999 0.11418000000000002 -0.080104999999999996 -0.016679999999999997 0.087805000000000008 0.099080000000000015 -0.22699999999999995 -0.14750499999999997 -0.088284999999999988 -0.082304999999999975 0.10708500000000001 0.11174500000000002 -0.078724999999999976 0.11916500000000001 -0.078439999999999996 -0.081374999999999989 0.10265000000000002 0.08729000000000002 -0.016329999999999997 -0.096434999999999979 -0.23832499999999998 -0.010655 -0.0078799999999999981 -0.085739999999999997 0.082005000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -7 -6 11 -3 -13 -14 -15 21 -17 19 -19 20 -18 22 24 -24 25 -16 -26 28 -28 -30
right_child=1 10 -4 -5 9 6 -8 -9 -10 -11 -12 12 13 14 15 16 17 18 -20 -21 -22 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=7.6671157915240788e-07 2.8743699355497183e-06 -1.0298698413180319e-06 -1.9459064978946117e-06 -1.5783360963507134e-06 1.1227314258355888e-07 -1.7985762645406318e-06 -1.5145360092761761e-06 1.0950530988497041e-06 1.7935718958705411e-07 1.4753854100294205e-06 1.0965044612021302e-06 1.4482122499733427e-06 -1.326562327945298e-06 1.0545886049420425e-06 1.1729356918460161e-07 3.1847095993953196e-06 -1.4401234900961915e-06 4.9358723924797242e-06 -4.4900676067331445e-07 -4.415705270523838e-06 2.3615842055004006e-06 -2.5143952533263864e-06 1.9089648756360273e-06 -2.4937825414256691e-07 -1.1197724551520124e-07 -2.0424130760992351e-06 -9.2742876140127439e-07 3.3207523664557215e-09 6.7593177641356314e-06 7.0548882236975123e-08
leaf_weight=28 21 24 25 21 33 23 26 23 21 22 20 21 22 26 22 20 34 20 29 22 23 21 27 39 1397 21 37 1002 25 26
leaf_count=28 21 24 25 21 33 23 26 23 21 22 20 21 22 26 22 20 34 20 29 22 23 21 27 39 1397 21 37 1002 25 26
internal_value=0 2.61886e-08 -3.42134e-07 -1.3861e-07 3.31758e-08 -2.50616e-07 -5.56908e-07 -1.85292e-07 -8.54563e-07 6.57518e-07 5.40621e-09 -2.22918e-09 6.47349e-09 -4.28958e-09 6.13321e-09 -3.72568e-09 3.8917e-07 -4.7633e-08 1.7489e-06 -1.16194e-06 9.38989e-08 -2.59452e-08 -5.81525e-09 6.3358e-07 -2.24951e-08 -9.37447e-07 -6.6757e-09 1.28284e-07 1.55116e-06 3.34936e-06
internal_weight=0 2899 222 197 176 121 93 67 44 55 2878 2858 2834 2813 2791 2765 148 128 49 79 57 2617 2596 66 2530 43 2487 1090 88 51
internal_count=3121 2899 222 197 176 121 93 67 44 55 2878 2858 2834 2813 2791 2765 148 128 49 79 57 2617 2596 66 2530 43 2487 1090 88 51
is_linear=0
shrinkage=0.1


Tree=7544
num_leaves=31
num_cat=0
split_feature=3 132 399 1211 1 15 15 15 147 10 51 12 1213 42 1212 402 403 0 52 52 13 13 13 13 133 50 4 131 52 52
split_gain=2.41113e-09 8.09266e-09 6.63023e-08 5.91096e-08 8.59357e-09 6.1215e-09 3.52463e-08 1.89768e-08 7.53996e-09 8.08982e-09 7.29896e-09 7.24761e-09 7.67995e-09 3.9871e-08 5.75689e-08 3.05754e-08 2.59821e-08 8.21852e-09 1.54575e-08 5.74747e-08 1.14713e-08 2.92028e-08 2.85448e-08 2.65835e-08 1.52644e-08 1.56492e-08 1.94683e-08 1.40144e-08 1.66719e-08 1.19626e-08
threshold=-0.081734999999999988 -0.083284999999999984 0.09141500000000001 0.11048500000000001 0.085475000000000009 -0.10203999999999998 -0.099734999999999976 -0.10653 0.099730000000000027 0.0036750000000000007 -0.10316499999999999 -0.095379999999999979 -0.085284999999999986 0.087505000000000013 -0.09386499999999999 0.13775000000000001 0.072365000000000027 -0.08841499999999998 0.077655000000000016 0.34769500000000003 -0.081659999999999996 -0.080519999999999994 -0.077944999999999987 -0.083894999999999983 0.087035000000000015 0.091320000000000012 -0.059649999999999988 0.11863000000000001 0.51358000000000004 0.10024500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 7 -7 10 9 11 -2 -8 13 14 -13 17 -15 18 -14 -20 23 -22 -23 24 25 26 -19 28 29 -24
right_child=5 3 -4 -5 -6 6 8 -9 -10 -11 -12 12 15 16 -16 -17 -18 20 19 -21 21 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.893656746133881e-07 -1.6671512041640478e-06 1.2212428544154763e-07 6.1330741451115495e-06 -4.6055244469984987e-06 -2.0435711529387393e-06 -4.1553142058215936e-06 1.1885893857996396e-06 2.5965811724759649e-06 1.4222823020029484e-06 1.8381387150157025e-06 1.7269194177205025e-07 -5.8208534596815304e-07 -3.5329053619089941e-07 -4.0318559831575841e-06 6.6597152432396327e-06 -4.1855711401694863e-06 3.8250528760386266e-07 2.6701014726475998e-06 -6.124738952063457e-06 5.5845745383785774e-07 -3.670483771619123e-06 2.5004899747762886e-06 -5.764692087362572e-08 3.1389494045340278e-06 -2.3100752896277261e-06 -1.783456104931247e-06 -6.0390940532784047e-07 -2.6657847229216716e-06 2.1345327860248729e-06 -1.2799407591374416e-06
leaf_weight=75 23 1290 20 27 20 22 37 32 31 20 345 23 280 20 21 20 40 42 22 31 24 39 348 35 23 22 32 24 29 104
leaf_count=75 23 1290 20 27 20 22 37 32 31 20 345 23 280 20 21 20 40 42 22 31 24 39 348 35 23 22 32 24 29 104
internal_value=0 9.54495e-08 8.99935e-07 2.52021e-08 -2.01779e-07 -8.09394e-08 -1.86991e-07 2.60812e-07 -1.18086e-07 -1.5672e-07 5.77017e-08 -1.8953e-07 -2.32779e-07 5.8778e-07 2.87423e-06 -3.12163e-07 -1.08895e-06 -2.38733e-07 -6.4971e-07 -2.2157e-06 -4.91831e-08 -2.56734e-07 -1.06127e-07 7.16329e-07 3.79323e-09 5.58158e-07 1.25431e-06 -3.0743e-07 -1.89758e-07 -3.38883e-07
internal_weight=0 1432 115 1317 95 1689 1289 400 1267 1236 368 1216 1179 104 44 1075 60 1055 333 53 722 568 544 154 119 96 74 505 481 452
internal_count=3121 1432 115 1317 95 1689 1289 400 1267 1236 368 1216 1179 104 44 1075 60 1055 333 53 722 568 544 154 119 96 74 505 481 452
is_linear=0
shrinkage=0.1


Tree=7545
num_leaves=31
num_cat=0
split_feature=1211 1 1 12 3 2 399 399 1213 1213 1210 1212 42 52 52 52 1212 401 1210 13 52 401 394 390 130 3 403 160 1 1
split_gain=3.62967e-09 1.34013e-08 3.55905e-08 1.13348e-08 1.40063e-08 6.3135e-09 4.24691e-09 1.09257e-08 3.37907e-09 2.39649e-08 2.38026e-08 1.95662e-08 1.31376e-08 2.59905e-08 1.9475e-08 2.67554e-08 6.54803e-09 6.93311e-09 6.4347e-09 8.95066e-09 6.10498e-09 5.58536e-09 8.42166e-09 1.22191e-08 9.9725e-09 4.50011e-09 1.38659e-08 1.01026e-08 1.04299e-08 9.9931e-08
threshold=0.087635000000000005 0.094385000000000011 0.089475000000000013 0.090165000000000009 -0.078084999999999988 0.084145000000000011 0.091895000000000018 0.10054500000000001 -0.087969999999999979 -0.085284999999999986 -0.091799999999999979 -0.089079999999999979 0.087505000000000013 0.061605000000000007 0.085310000000000011 0.08709500000000002 -0.063924999999999996 -1.0000000180025095e-35 0.0028200000000000005 -0.051094999999999995 0.086965000000000015 0.10632500000000002 -0.10421499999999999 0.087590000000000015 0.0032450000000000001 -0.082594999999999988 -0.52800499999999995 0.51262000000000008 0.09253500000000002 0.091345000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 8 -8 10 -10 -1 -11 14 -14 -12 -16 20 -18 21 -20 -13 22 24 25 -19 -24 -27 28 29 -28
right_child=1 -3 -4 4 -6 -7 7 -9 9 11 12 16 13 -15 15 -17 17 18 19 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-3.3566944982984149e-06 2.3779933260667268e-06 -1.8029559250656099e-06 4.63413124461589e-06 -2.9583751673574929e-06 5.4479696518683351e-07 2.6893027005314707e-07 -2.6402981823345978e-06 2.5880991397927717e-08 2.5505956586670976e-06 -2.7418378793369743e-06 -6.5508693352307558e-07 1.1553226931937389e-07 2.834546573164213e-07 -4.0964379098795688e-06 4.9553837266103072e-06 2.3350402917306688e-07 -1.6980699946600454e-06 -2.612892165045735e-06 2.7715818737306113e-06 -6.6656044538149226e-08 2.3996030956203125e-06 1.1916311677850901e-06 1.3791330614985397e-07 2.3419077344690528e-06 2.9267598890891395e-07 -2.2663367205192723e-06 -1.8741123396255467e-07 2.1378481278588879e-06 1.4971755424257315e-07 -7.1929572746804692e-06
leaf_weight=24 22 22 21 21 25 40 22 51 37 26 51 25 42 20 20 30 24 27 20 25 22 38 994 22 21 30 670 20 688 21
leaf_count=24 22 22 21 21 25 40 22 51 37 26 51 25 42 20 20 30 24 27 20 25 22 38 994 22 21 30 670 20 688 21
internal_value=0 4.7827e-07 8.67317e-07 1.34881e-07 -1.05448e-06 1.01731e-06 -2.43197e-08 -7.77625e-07 -5.33752e-09 2.30325e-08 -4.16476e-07 -1.19543e-08 1.64399e-08 -1.12941e-06 7.19835e-07 2.12226e-06 1.48598e-08 -6.28679e-09 9.47517e-09 1.19478e-06 1.18467e-06 -1.15991e-08 -2.99395e-08 -4.18703e-09 -1.34171e-06 -2.54888e-08 -1.3915e-07 -9.35347e-08 -1.25897e-07 -4.00315e-07
internal_weight=0 151 129 108 46 62 2970 73 2897 2710 187 2673 163 62 101 50 2647 2600 2576 45 47 2531 2493 2445 48 2423 1429 1399 1379 691
internal_count=3121 151 129 108 46 62 2970 73 2897 2710 187 2673 163 62 101 50 2647 2600 2576 45 47 2531 2493 2445 48 2423 1429 1399 1379 691
is_linear=0
shrinkage=0.1


Tree=7546
num_leaves=31
num_cat=0
split_feature=1213 43 43 1210 1 4 1211 42 42 3 132 1211 1186 399 132 130 2 0 52 52 15 147 147 483 148 479 1446 480 47 0
split_gain=3.17622e-09 2.77634e-09 2.00623e-08 1.48228e-08 9.07792e-09 4.26874e-08 7.26795e-09 7.21702e-09 1.29227e-08 7.56791e-09 6.43027e-09 8.34953e-08 6.70347e-08 9.36159e-09 8.77254e-09 5.18293e-09 8.49755e-09 1.29799e-08 5.22062e-09 6.29047e-09 8.10995e-09 3.78152e-09 7.80733e-09 5.5063e-09 5.21812e-09 4.26797e-09 4.65375e-09 4.40561e-09 3.86759e-09 3.0553e-08
threshold=0.51370000000000016 0.060960000000000007 0.055925000000000009 0.258635 0.090275000000000008 -0.072334999999999997 0.11541000000000001 0.10077000000000001 0.091465000000000005 -0.066704999999999987 -0.083284999999999984 0.10406000000000001 1.0000000180025095e-35 0.090005000000000016 -0.050879999999999988 0.09364500000000002 0.090675000000000019 -0.073309999999999986 -0.0092699999999999987 0.10744000000000002 0.035560000000000008 0.099730000000000027 0.093875000000000014 -0.47181499999999993 -0.065034999999999996 0.10951000000000001 -0.073109999999999994 -0.092774999999999982 0.094160000000000008 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 7 -6 10 8 15 -9 12 14 13 -1 -12 18 -17 -18 -3 20 -20 22 23 -16 -23 26 -25 -28 -29 -30
right_child=-2 4 -4 -5 5 -7 -8 9 -10 -11 11 -13 -14 -15 21 16 17 -19 19 -21 -22 24 -24 25 -26 -27 27 28 29 -31
leaf_value=1.4413431778182356e-07 1.2561513496223144e-06 -9.7657269549245018e-07 2.5986298578573043e-06 -2.7139995523839391e-06 -5.2027295998868796e-06 -1.1501045045687088e-07 1.7885226092719519e-06 2.3747731847834079e-06 -2.6042956574201525e-06 -1.682805175691597e-07 1.965355427619611e-06 -6.4655201231289536e-06 5.8409860563252944e-06 -2.2167557969122632e-06 1.4258629873977583e-06 1.2052530939854478e-06 -2.4316322552789753e-06 6.4424645999046652e-07 2.7370866187463135e-06 -7.7475575224639212e-07 5.0788645177247014e-07 -1.7037072146714701e-07 -1.7363565837933075e-06 1.524953347598057e-06 2.0588986791110421e-06 -1.1064053475300689e-06 1.4709112502941935e-06 -6.5830887179100911e-08 2.0650558890276835e-06 -3.283539286584497e-07
leaf_weight=71 20 20 30 20 20 94 23 25 20 22 23 20 21 22 27 20 34 23 24 20 51 21 26 20 21 35 20 2063 74 191
leaf_count=71 20 20 30 20 20 94 23 25 20 22 23 20 21 22 27 20 34 23 24 20 51 21 26 20 21 35 20 2063 74 191
internal_value=0 -8.10817e-09 2.68797e-08 -1.71644e-09 -2.63998e-07 -1.00759e-06 1.85396e-08 6.32981e-08 -1.8525e-07 1.18441e-06 3.20641e-09 -2.9757e-08 7.37944e-07 -4.14356e-07 2.13002e-08 6.67341e-08 -5.68218e-07 -1.19049e-06 4.91876e-07 8.01023e-07 1.22123e-06 3.40058e-09 -1.26891e-08 5.75342e-09 9.44264e-07 -1.02029e-08 5.99945e-09 -6.93882e-09 -1.96351e-08 3.39994e-07
internal_weight=0 3101 2728 2698 373 114 2678 259 212 47 2655 2541 114 93 2521 192 77 57 115 95 75 2498 2456 2430 42 2403 2368 2348 2328 265
internal_count=3121 3101 2728 2698 373 114 2678 259 212 47 2655 2541 114 93 2521 192 77 57 115 95 75 2498 2456 2430 42 2403 2368 2348 2328 265
is_linear=0
shrinkage=0.1


Tree=7547
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1213 160 4 4 1213 4 16 13 403 133 403 402 403 1210 1212 3 130 130 402 12 130 43 402 133 403 12 12
split_gain=3.11148e-09 1.31058e-08 7.49286e-09 2.88738e-09 1.77206e-08 1.23932e-08 3.10055e-08 1.28294e-08 1.23453e-08 1.15074e-08 1.67029e-08 6.80228e-09 2.79585e-08 8.31511e-09 3.85289e-09 3.32262e-09 1.32003e-08 1.19801e-08 1.9426e-08 6.16994e-09 3.95699e-08 2.12845e-08 1.58799e-08 2.38157e-08 1.18339e-08 6.91165e-09 8.81349e-09 1.29702e-08 6.05686e-09 1.13149e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.04198000000000001 -0.025879999999999997 -0.084134999999999988 -0.085964999999999986 0.067955000000000002 -0.081114999999999979 -0.088909999999999989 -0.082759999999999986 -0.54856499999999986 0.40945500000000007 -0.53960999999999981 0.15960500000000002 0.0033700000000000002 -0.064344999999999999 -0.017094999999999996 -0.082404999999999992 0.08610000000000001 0.016915000000000003 -1.0000000180025095e-35 0.090285000000000018 0.098975000000000021 -0.096754999999999994 -0.45454999999999995 0.41553500000000004 -0.51385999999999987 0.10711000000000002 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 11 -5 6 -6 -7 -9 -10 -11 12 -3 -13 15 17 -17 18 -15 20 25 -21 24 -24 -23 -19 27 -27 29 -18
right_child=1 3 -4 4 5 7 -8 8 9 10 -12 13 -14 14 -16 16 28 19 -20 21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.4010673084663188e-07 2.5167283811675765e-06 -3.7573409026043173e-06 -1.8900361421206721e-06 2.8655866867666194e-06 1.2363749538919712e-06 2.6947944454811728e-06 -4.1976848884977317e-06 -2.1999256534854796e-06 -1.000734623217299e-06 3.6150669064313879e-06 1.9958107510357574e-07 2.0331602737044816e-06 1.3438337814044472e-06 6.0012212305168984e-07 -1.3022155453358129e-06 2.787210895576209e-06 7.9382818355324384e-08 1.7499130329021932e-06 -3.5255141618506514e-06 -3.5963672936694434e-06 4.4563326156321638e-06 -1.814680870211305e-07 -3.6255772026076252e-06 4.1915611223590236e-07 3.0385872788331524e-06 2.307252223469429e-06 -1.5408001780470888e-06 -3.1451705903197735e-08 -1.2949320101277543e-06 2.3975583687583527e-06
leaf_weight=194 21 22 28 25 21 22 21 20 33 21 45 20 21 21 23 20 249 22 25 21 20 25 24 37 21 24 38 1987 27 23
leaf_count=194 21 22 28 25 21 22 21 20 33 21 45 20 21 21 23 20 249 22 25 21 20 25 24 37 21 24 38 1987 27 23
internal_value=0 2.76266e-08 -3.60819e-07 9.46432e-09 3.68329e-07 2.71736e-08 -1.48065e-06 4.76314e-07 6.61748e-08 5.23973e-07 1.28633e-06 -1.84922e-08 -1.26607e-06 1.92876e-09 -1.36541e-08 -2.18475e-09 2.99972e-07 -4.47402e-08 -1.64207e-06 -1.16275e-08 2.96288e-08 -6.85587e-07 -1.14313e-07 -1.17221e-06 1.28856e-06 -1.31206e-08 -3.20502e-08 -3.54077e-09 1.33602e-07 2.75405e-07
internal_weight=0 2899 222 2878 208 183 42 141 119 99 66 2670 43 2627 2607 2584 319 2265 46 2219 2091 128 107 61 46 2071 2049 2011 299 272
internal_count=3121 2899 222 2878 208 183 42 141 119 99 66 2670 43 2627 2607 2584 319 2265 46 2219 2091 128 107 61 46 2071 2049 2011 299 272
is_linear=0
shrinkage=0.1


Tree=7548
num_leaves=31
num_cat=0
split_feature=1211 1 1 16 1186 403 3 12 43 1208 1208 1210 403 394 390 16 1212 1209 1212 1209 15 1212 401 133 402 393 15 15 15 12
split_gain=2.90984e-09 1.17522e-08 2.7462e-08 1.08269e-08 4.13942e-09 4.16526e-09 2.45253e-08 3.69319e-09 5.36298e-09 3.66665e-09 9.16257e-09 4.33248e-09 7.68058e-09 3.17509e-09 3.0611e-09 8.02349e-09 2.885e-09 1.49767e-08 8.68698e-09 4.78547e-09 4.00085e-09 3.43105e-09 8.45472e-09 6.48021e-09 7.25703e-09 3.09432e-09 3.39739e-09 2.00618e-08 9.01483e-09 8.42445e-09
threshold=0.087635000000000005 0.094385000000000011 0.089475000000000013 -0.07550999999999998 -0.095479999999999982 -0.5492149999999999 -0.085784999999999986 0.090020000000000017 -0.0017249999999999998 0.11846000000000001 0.10683000000000002 -0.13847499999999999 -0.52800499999999995 -0.14580499999999996 0.087590000000000015 -0.086699999999999985 -0.092474999999999988 -0.087199999999999986 -0.14780999999999997 -0.064814999999999984 0.090455000000000021 -0.073259999999999978 -0.13200999999999999 0.51114000000000004 -0.11626999999999998 0.10358500000000001 0.050935000000000008 0.083195000000000005 0.084050000000000014 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 -1 6 -6 8 -2 10 11 -7 -13 -14 16 -16 18 -18 20 -19 -15 -21 -23 24 -24 26 -26 -28 -29 -30
right_child=1 -3 -4 -5 5 9 -8 -9 -10 -11 -12 12 13 14 15 -17 17 19 -20 21 -22 22 23 -25 25 -27 27 28 29 -31
leaf_value=-1.1904740110442921e-06 2.3651249276686791e-06 -1.7080315315483447e-06 4.1013801548961922e-06 -1.3602575562847988e-06 3.5391472097433597e-06 1.0260358688076221e-06 -8.0735419755108204e-07 -3.1194743509591457e-07 3.5957417424015151e-07 1.3230225499683004e-06 -2.1686081740668327e-06 -1.6005749389038222e-06 -9.3792335808364046e-07 -6.9168947155672777e-07 2.1123602988134973e-06 -5.9119019842531395e-07 -2.7644579284924474e-06 1.4511690081194088e-06 2.2645065882898054e-06 -1.3029762147284818e-06 8.0438439857227264e-07 1.7745318398983029e-06 1.581264631157962e-06 -1.4301414710637276e-06 1.91071375936514e-08 1.142812130116123e-06 -2.5784708444526977e-06 1.7452625188525417e-06 -5.3023399176698238e-07 2.7302237940745683e-07
leaf_weight=30 24 22 21 33 21 39 34 21 30 20 20 31 37 39 23 21 20 22 22 21 33 26 28 33 1830 22 35 25 315 223
leaf_count=30 24 22 21 33 21 39 34 21 30 20 20 31 37 39 23 21 20 22 22 21 33 26 28 33 1830 22 35 25 315 223
internal_value=0 4.28233e-07 7.92557e-07 1.49174e-07 -2.17698e-08 -9.84425e-09 8.52219e-07 8.13324e-07 1.25093e-06 -2.62787e-08 -3.56979e-08 -2.07038e-08 -3.52523e-08 -1.77658e-08 -5.33121e-09 8.22029e-07 -1.88441e-08 -3.85208e-08 5.25404e-07 -1.73895e-08 -5.98895e-09 -3.00198e-08 -1.94829e-08 -3.80589e-08 -1.95203e-08 -3.7815e-08 -4.85126e-08 -2.55443e-07 -1.11027e-07 -1.97286e-07
internal_weight=0 151 129 108 2970 2940 55 75 54 2885 2865 2845 2806 2775 2738 44 2694 2600 94 2580 72 2558 2537 2511 2478 2450 2428 598 563 538
internal_count=3121 151 129 108 2970 2940 55 75 54 2885 2865 2845 2806 2775 2738 44 2694 2600 94 2580 72 2558 2537 2511 2478 2450 2428 598 563 538
is_linear=0
shrinkage=0.1


Tree=7549
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1209 1210 1208 403 15 1210 1210 1212 402 16 133 402 13 401 402 2 1209 401 1210 403 13 16 129 1184 401 2 4
split_gain=2.6975e-09 1.01647e-08 6.42576e-09 2.50133e-09 1.1052e-08 8.12578e-09 5.80401e-09 3.90267e-08 3.35691e-09 2.89508e-09 3.23271e-09 6.75609e-09 1.2246e-08 5.30301e-09 7.13886e-09 8.00224e-09 4.35211e-09 3.35739e-09 1.39564e-08 3.63166e-09 3.63231e-09 3.66828e-09 3.05046e-09 1.05081e-08 1.01023e-08 9.12455e-09 1.05564e-08 9.65277e-09 1.25347e-08 8.39706e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10691500000000002 -0.00046999999999999993 0.092250000000000013 -0.5335399999999999 0.087575000000000014 -0.3960249999999999 -0.094799999999999982 0.13631000000000001 -0.46267499999999995 -0.072359999999999994 0.51114000000000004 -0.094124999999999986 -0.016469999999999995 0.13148500000000005 -0.024724999999999997 0.084715000000000013 -0.084519999999999984 0.11602000000000001 -1.0000000180025095e-35 0.088465000000000002 -0.0065549999999999992 -0.088394999999999987 -0.077709999999999987 0.086750000000000008 0.021890000000000003 0.084245000000000014 -0.081984999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 7 -3 -8 -10 11 12 -11 14 15 -13 17 18 -16 -19 21 -21 25 29 -25 -23 27 -27 -29 -24
right_child=1 3 -4 4 -6 -7 8 -9 9 10 -12 13 -14 -15 16 -17 -18 19 -20 20 -22 22 23 24 -26 26 -28 28 -30 -31
leaf_value=-1.3156416859317818e-07 2.2178152643651369e-06 -1.7896394867970384e-06 -1.7521012338761466e-06 2.1581388881275887e-06 -5.346406226180989e-07 -1.7989446860156023e-06 -1.2981207873963287e-06 3.8558688920602436e-06 1.1446829189894331e-06 -3.7588196383134905e-07 -1.1168028893192828e-06 2.7348577714292332e-06 2.723859119214467e-06 -1.1758831724306127e-06 -2.8477382654403174e-06 1.158770170864695e-07 1.3163289731702813e-06 1.0073891427081808e-06 3.7994267236049262e-07 -1.370537624438839e-06 -1.3428033107792155e-06 -2.1157380095766194e-06 2.6731764459479265e-06 -2.4642906964800208e-06 2.6635944545021284e-07 -5.3845492463336437e-09 2.2656225098671713e-06 -3.1191817716771569e-06 -2.1498950632446524e-07 5.2756415519670141e-07
leaf_weight=194 21 24 28 27 35 25 20 25 22 26 26 20 25 39 21 28 24 34 37 20 21 21 24 20 42 2111 20 23 42 76
leaf_count=194 21 24 28 27 35 25 20 25 22 26 26 20 25 39 21 28 24 34 37 20 21 21 24 20 42 2111 20 23 42 76
internal_value=0 2.57256e-08 -3.35956e-07 9.73048e-09 6.38021e-07 -4.10263e-09 1.19744e-08 1.09072e-06 -7.30297e-09 2.18136e-09 -7.12791e-09 3.66175e-09 1.1436e-06 -1.85025e-08 -1.03428e-09 1.20712e-06 -2.39015e-08 -3.67063e-08 -7.887e-07 -1.8933e-08 -3.33524e-08 -2.18899e-08 -1.0552e-08 4.08348e-07 -6.14495e-07 -4.11617e-08 -2.13229e-08 -4.23426e-08 -1.24263e-06 1.04251e-06
internal_weight=0 2899 222 2878 62 2816 2791 49 2742 2722 2700 2674 51 2623 2584 48 2536 2512 58 2454 2420 2399 2379 162 62 2217 2196 2176 65 100
internal_count=3121 2899 222 2878 62 2816 2791 49 2742 2722 2700 2674 51 2623 2584 48 2536 2512 58 2454 2420 2399 2379 162 62 2217 2196 2176 65 100
is_linear=0
shrinkage=0.1


Tree=7550
num_leaves=31
num_cat=0
split_feature=402 1212 402 16 402 401 1213 1213 1213 1210 42 1213 133 402 42 0 402 402 1211 1203 3 1186 1185 394 402 1446 4 3 1212 402
split_gain=2.60426e-09 3.9516e-09 4.93077e-09 1.04221e-08 7.72232e-09 6.33392e-09 3.03966e-09 2.19696e-08 1.85091e-08 3.10867e-08 1.57404e-08 2.58884e-08 2.41187e-08 5.73218e-09 1.82189e-08 5.78966e-09 5.62595e-09 4.58275e-09 4.78947e-09 7.06297e-09 1.73724e-08 4.09757e-09 3.97085e-09 3.38503e-09 3.58475e-09 1.23031e-08 1.74606e-08 1.00349e-08 5.20087e-09 4.3911e-09
threshold=0.31278000000000006 0.13631000000000001 -0.46267499999999995 -0.072359999999999994 -0.43418999999999991 0.13571500000000003 -0.087969999999999979 -0.090324999999999989 -0.085284999999999986 -0.15347999999999998 0.087505000000000013 -0.10156 -0.13941499999999998 -0.10770499999999998 0.11747 -0.079119999999999982 -0.095444999999999988 -0.089154999999999998 0.11048500000000001 0.088820000000000024 -0.080104999999999996 -0.11456499999999999 0.093750000000000014 -0.14580499999999996 0.090595000000000023 0.083715000000000026 -0.083439999999999986 -0.084524999999999975 -0.082209999999999991 0.10708500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 10 -8 -10 11 -6 -12 14 15 -11 -15 -18 19 21 -21 -19 23 -23 28 26 -26 -28 -25 -29
right_child=-2 -3 4 -5 5 -7 8 -9 9 13 12 -13 -14 16 -16 -17 17 18 -20 20 -22 22 -24 24 25 -27 27 29 -30 -31
leaf_value=-3.1309648363730957e-07 1.1098614574426133e-06 -1.0077537957351104e-06 -1.9228526623140043e-06 2.4514732449461007e-06 -1.0914057798584497e-07 1.6545835316729491e-06 2.2058797873413775e-06 -3.3703951880232289e-06 -3.9444533459231936e-06 8.9586141990594122e-07 7.1321877581138126e-07 3.7805347243523681e-06 -3.5540172621477513e-06 -1.605355662997516e-06 2.9620981923404477e-06 -1.1807456883553673e-06 1.2293432666865556e-06 1.3852804443104106e-06 1.2021108071635924e-06 -2.7816446731776524e-06 1.0493667787159212e-06 -9.5542111620415118e-07 -1.420839628281101e-06 1.5088854034026803e-06 -2.3904251133034372e-06 2.5615203298912094e-06 2.6723789250127086e-06 7.0458441667367231e-07 -3.6059296838670774e-08 -9.6401129733673457e-07
leaf_weight=30 21 39 21 25 77 23 38 22 20 25 27 22 26 22 27 29 30 21 32 29 20 37 20 22 23 24 20 46 2279 24
leaf_count=30 21 39 21 25 77 23 38 22 20 25 27 22 26 22 27 29 30 21 32 29 20 37 20 22 23 24 20 46 2279 24
internal_value=0 -7.5119e-09 5.23211e-09 9.43526e-07 -1.19356e-08 1.50803e-09 -1.13281e-08 -4.16829e-07 1.39793e-08 -1.63088e-08 1.06605e-08 7.55232e-07 -1.38014e-06 1.24689e-08 8.4113e-07 -2.19354e-07 -1.28696e-08 4.66784e-10 -1.37289e-08 -2.88973e-08 -1.21797e-06 -5.73976e-09 -1.74477e-08 -6.10721e-09 8.29994e-09 5.05247e-07 6.85169e-08 6.96913e-07 -2.1288e-08 1.32494e-07
internal_weight=0 3100 3061 55 3006 2985 2962 174 2788 2750 152 99 53 2730 81 54 2649 2627 2597 2565 49 2516 2495 2475 2438 137 113 90 2301 70
internal_count=3121 3100 3061 55 3006 2985 2962 174 2788 2750 152 99 53 2730 81 54 2649 2627 2597 2565 49 2516 2495 2475 2438 137 113 90 2301 70
is_linear=0
shrinkage=0.1


Tree=7551
num_leaves=31
num_cat=0
split_feature=151 151 142 11 34 97 34 133 9 10 2 39 150 447 447 151 1 1374 43 43 150 150 150 457 1429 456 151 12 12 12
split_gain=2.51422e-09 2.93341e-09 7.86279e-09 5.68218e-09 3.18361e-09 7.79704e-09 4.36276e-09 1.13725e-08 6.20618e-09 1.11154e-08 1.01013e-08 2.07087e-08 2.86992e-09 9.40564e-09 4.83227e-09 3.29807e-09 1.08775e-08 3.71113e-09 4.56244e-09 1.96838e-08 1.76705e-08 2.09703e-08 1.30438e-08 1.01934e-08 7.94198e-09 1.69322e-08 1.5567e-08 9.48605e-09 1.26868e-08 1.09313e-08
threshold=0.29373000000000005 0.13340000000000005 -0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -1.0000000180025095e-35 -0.057544999999999992 0.086990000000000012 0.091600000000000015 0.094860000000000014 -1.0000000180025095e-35 0.085530000000000009 0.12640500000000002 0.094005000000000019 0.091025000000000009 0.056735000000000001 0.096255000000000021 -0.096434999999999979 -0.082389999999999977 -0.083134999999999987 0.10874500000000002 0.090480000000000019 0.10348 0.085360000000000005 0.084855000000000014 0.08777500000000002 -0.083694999999999978 0.093965000000000007 0.10408500000000002 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -6 10 -10 11 -8 13 14 15 17 -17 -12 19 22 21 -20 23 24 25 27 -27 29 -29 -19
right_child=-2 -3 3 4 6 -7 8 -9 9 -11 12 -13 -14 -15 -16 16 -18 18 20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=1.8428845232451949e-06 1.0416758374523614e-06 -1.1089953924662646e-06 -1.6143262664575726e-06 6.9305579505193501e-07 2.7105379320433021e-06 -1.8192919020521005e-06 3.5154282973811257e-06 -3.4511646359094121e-07 -2.8419315404854781e-06 3.7451397929544331e-07 -1.1069962753143984e-06 -7.3212343429738462e-07 -8.847869342364877e-07 2.1625663748636725e-06 -1.5626087929376809e-06 -2.9866946650331675e-07 2.4433078262676567e-06 -4.1155660816518743e-08 -9.4219586095679068e-08 2.8130508058308935e-06 -2.8388211358995489e-06 2.4110518377623896e-06 2.5573994069613299e-06 2.0031087503866732e-06 1.4277771081297302e-06 -4.1023981265198022e-06 -1.5689741303503982e-07 1.6074925812321255e-06 -1.7371036447642859e-07 -1.5350516282955268e-06
leaf_weight=23 23 24 22 21 21 30 24 29 21 22 31 22 37 20 20 39 23 315 1930 28 23 34 21 25 34 20 20 74 87 58
leaf_count=23 23 24 22 21 21 30 24 29 21 22 31 22 37 20 20 39 23 315 1930 28 23 34 21 25 34 20 20 74 87 58
internal_value=0 -7.73087e-09 8.67165e-10 -1.30189e-08 -1.38841e-09 -7.84796e-07 1.20279e-08 9.38258e-07 -3.78888e-09 -1.19631e-06 1.39852e-08 1.48399e-06 -9.83309e-09 1.72055e-09 -1.38139e-08 -2.59891e-09 7.18516e-07 -1.91578e-08 -6.52277e-09 2.16645e-07 -8.31207e-08 -5.08493e-08 1.05484e-07 2.41404e-08 -5.72317e-08 -1.45194e-07 -2.12965e-06 3.45435e-09 6.44979e-07 -2.7345e-07
internal_weight=0 3098 3074 3051 3029 51 2978 50 2928 43 2885 46 2839 2802 2782 2762 62 2700 2669 682 1987 1964 654 633 608 574 40 534 161 373
internal_count=3121 3098 3074 3051 3029 51 2978 50 2928 43 2885 46 2839 2802 2782 2762 62 2700 2669 682 1987 1964 654 633 608 574 40 534 161 373
is_linear=0
shrinkage=0.1


Tree=7552
num_leaves=31
num_cat=0
split_feature=421 9 12 33 9 147 147 147 40 15 1 9 15 12 45 10 2 124 13 4 0 159 159 151 13 2 4 1 52 2
split_gain=3.02371e-09 6.21715e-09 7.64328e-09 5.20313e-09 5.25053e-09 3.1446e-09 3.9302e-09 4.59555e-09 2.68806e-09 4.90779e-09 2.98714e-09 8.07837e-09 7.35902e-09 6.52495e-09 6.18387e-09 5.93009e-09 5.56513e-09 1.18123e-08 4.23013e-09 1.16476e-08 1.49939e-08 1.09386e-08 1.34328e-08 1.20113e-08 1.50663e-08 3.44529e-08 3.35854e-08 2.37558e-08 3.28734e-08 1.25644e-08
threshold=-1.0000000180025095e-35 0.092410000000000006 -0.054684999999999991 -0.009184999999999997 0.085555000000000006 0.097985000000000017 0.092070000000000013 0.089995000000000019 -0.24134999999999998 -0.5556049999999999 0.13820500000000002 -0.087824999999999986 -0.42198999999999992 -0.064509999999999984 0.094030000000000016 -0.084119999999999986 -0.0091949999999999983 -0.085959999999999995 -0.0034749999999999994 -0.42529999999999996 -0.010949999999999998 0.10545500000000001 0.096715000000000009 -0.0096649999999999982 0.0027400000000000007 0.11389000000000002 0.024790000000000003 0.10254500000000001 -0.089199999999999988 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 -5 -10 11 -11 -12 -14 15 -13 17 -17 19 -18 -21 22 23 -20 25 26 27 28 -25 -30
right_child=1 2 -4 4 -6 -7 -8 -9 9 10 12 14 13 -15 -16 16 18 -19 21 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-1.2256238971986023e-06 -1.3918871513009504e-06 -3.5592753533819637e-07 2.2036392425737816e-06 -1.0983658326453721e-06 1.5782100133167533e-06 -9.1243876484345259e-07 1.1231240324054999e-06 -1.3587984403784504e-06 1.2237334251977066e-06 1.9708198545385716e-06 -1.8817640633395468e-06 1.6903188842271838e-06 1.3122335897151062e-06 -6.7311378012275283e-07 -1.5635799312576637e-06 5.5107042612689833e-07 -2.0159580928217717e-06 -2.8858310847112994e-06 -7.7034510107409927e-07 -6.5189391777026512e-08 2.2668521816220685e-06 -1.107342923244781e-06 2.8119090020915058e-06 -2.2690971001514796e-06 6.6073007801175389e-08 -2.8135868041090365e-06 5.3200131831198678e-06 4.2873720309444258e-06 6.6256082931204219e-07 2.9506066308865935e-06
leaf_weight=20 27 20 28 22 21 38 31 25 33 21 29 21 25 49 25 20 30 20 100 1797 28 58 21 31 412 20 21 20 72 36
leaf_count=20 27 20 28 22 21 38 31 25 33 21 29 21 25 49 25 20 30 20 100 1797 28 58 21 31 412 20 21 20 72 36
internal_value=0 7.9101e-09 1.13715e-06 -9.84413e-09 2.48738e-09 -8.52432e-09 3.05261e-09 -8.77376e-09 2.82041e-09 1.1206e-08 -2.80425e-09 1.69775e-08 -5.31533e-07 -2.38832e-09 1.9589e-09 1.64171e-08 3.33005e-09 -1.16738e-06 2.10279e-08 -6.15376e-08 -2.94101e-08 2.14655e-07 3.1926e-07 2.45741e-07 4.11768e-07 1.1239e-06 1.5614e-06 1.06498e-06 6.01325e-07 1.42524e-06
internal_weight=0 3101 48 3053 3026 3005 2967 2936 2911 2889 2856 2753 103 74 2732 2707 2686 40 2646 1855 1825 791 733 712 612 200 180 159 139 108
internal_count=3121 3101 48 3053 3026 3005 2967 2936 2911 2889 2856 2753 103 74 2732 2707 2686 40 2646 1855 1825 791 733 712 612 200 180 159 139 108
is_linear=0
shrinkage=0.1


Tree=7553
num_leaves=31
num_cat=0
split_feature=421 9 2 33 9 34 104 149 46 52 484 15 4 1455 1455 482 482 484 130 0 2 1 1 1 159 151 49 15 1 2
split_gain=2.44917e-09 5.03597e-09 6.61557e-09 4.21448e-09 4.25298e-09 3.01422e-09 6.18222e-09 3.1868e-09 3.46618e-09 3.32796e-09 2.77628e-09 1.00847e-08 1.20551e-08 7.23359e-09 1.31354e-08 5.63574e-09 5.76224e-09 6.93341e-09 2.75028e-08 2.46783e-08 1.52155e-08 4.2434e-09 7.36338e-09 2.06744e-08 1.426e-08 1.03097e-08 2.51715e-08 2.41294e-08 1.97244e-08 1.11062e-08
threshold=-1.0000000180025095e-35 0.092410000000000006 -0.15339499999999998 -0.009184999999999997 0.085555000000000006 -0.08786999999999999 0.083745000000000014 0.091325000000000003 0.10987500000000001 0.62951500000000016 0.12955000000000003 -0.067579999999999987 -0.0078799999999999981 -0.097209999999999977 -0.089344999999999994 0.11191500000000001 0.10201500000000001 0.10126500000000001 -0.23123999999999997 -0.080689999999999984 0.31358000000000003 0.11588000000000001 0.10638500000000002 0.107145 0.096890000000000018 -0.072119999999999976 -0.043469999999999995 -0.03241999999999999 0.11181500000000001 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 8 9 10 13 12 -12 -7 -15 16 17 18 -16 -19 21 22 -20 -24 25 28 -27 29 -25 -28
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 11 -13 -14 14 15 -17 -18 19 20 -21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=-1.1030615098661656e-06 -1.252698488887863e-06 -1.1921155170832073e-08 2.3546134087837348e-06 1.2158724018718203e-06 1.4203887742171771e-06 -1.6052270146766595e-06 -1.7681344388620346e-06 -8.7957077557636758e-07 1.3201753256453231e-06 -1.1058599292718335e-06 1.3457757106715735e-06 2.1016523768529234e-06 -2.0425976507405201e-06 2.3394901499311043e-06 3.6158525547523914e-06 -1.4754492688950905e-06 1.5799585086191971e-06 9.5007719522754999e-07 1.4136495544120342e-08 -3.7439802121125036e-06 -2.7651778958670549e-06 3.9027496811505638e-07 -3.1971641705981542e-06 -3.1790180223058843e-06 -2.7153188165129904e-06 3.8870668004165059e-06 1.6778515294430217e-07 2.2470433171812538e-06 8.7876096949912606e-07 -2.8488961657575815e-06
leaf_weight=20 27 27 21 20 21 28 20 41 20 27 21 28 21 24 21 26 23 24 2172 21 20 256 27 23 20 20 23 28 25 26
leaf_count=20 27 27 21 20 21 28 20 41 20 27 21 28 21 24 21 26 23 24 2172 21 20 256 27 23 20 20 23 28 25 26
internal_value=0 7.11071e-09 1.02344e-06 -8.86822e-09 2.23006e-09 -7.68053e-09 -1.58785e-08 -4.05894e-09 8.21739e-09 -8.18133e-10 9.55244e-09 6.31614e-07 -3.48411e-07 -5.96033e-09 1.01532e-08 -1.01387e-08 3.82178e-09 -9.5748e-09 1.1241e-08 -1.24048e-06 -1.7432e-08 3.54312e-09 -3.83365e-08 -6.31937e-07 -2.12172e-07 1.33089e-07 7.26251e-07 -9.47406e-08 -1.06559e-06 -1.4329e-06
internal_weight=0 3101 48 3053 3026 3005 2985 2965 2924 2904 2877 70 42 2807 2779 2755 2729 2706 2661 45 2640 2620 2364 192 165 145 97 77 48 49
internal_count=3121 3101 48 3053 3026 3005 2985 2965 2924 2904 2877 70 42 2807 2779 2755 2729 2706 2661 45 2640 2620 2364 192 165 145 97 77 48 49
is_linear=0
shrinkage=0.1


Tree=7554
num_leaves=31
num_cat=0
split_feature=130 10 0 40 2 45 11 9 12 33 403 0 0 0 403 130 43 0 16 49 1212 129 1184 1186 132 50 1185 15 1213 0
split_gain=2.83469e-09 7.56977e-09 7.30308e-09 4.70703e-09 3.69379e-09 5.10931e-09 2.59193e-09 5.49105e-09 1.00054e-08 8.61619e-09 2.7095e-09 7.68244e-09 1.03819e-08 1.12215e-08 1.04616e-08 8.30553e-09 1.07511e-08 6.99549e-09 6.94029e-09 6.55475e-09 6.50256e-09 5.32664e-09 1.04708e-08 5.1398e-09 8.5346e-09 9.49416e-08 7.27252e-08 7.54219e-09 4.73126e-09 4.19892e-08
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 -0.011194999999999998 0.092235000000000011 -1.0000000180025095e-35 -0.0066799999999999993 0.072365000000000027 -0.075934999999999989 -0.085034999999999986 -0.090314999999999993 0.10584500000000001 0.090185000000000015 -0.018859999999999998 -0.099059999999999995 -0.061854999999999993 0.088340000000000016 -0.09083999999999999 -0.077709999999999987 0.089075000000000015 0.057025000000000006 -0.083284999999999984 0.10022000000000002 -1.0000000180025095e-35 0.092400000000000024 -0.085284999999999986 -0.086934999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -7 9 -9 -8 20 12 13 17 -15 16 -14 19 -13 -12 -11 -22 23 24 25 27 -26 -23 29 -28
right_child=1 3 -4 4 -6 6 7 8 -10 10 11 18 15 14 -16 -17 -18 -19 -20 -21 21 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-1.1866976586816237e-06 5.4961261802028669e-08 -1.5024256407784943e-06 2.7250166837688995e-06 -1.6023363389194858e-06 1.3215467923882465e-06 1.1083848303341948e-06 1.7877086528878187e-06 -2.7565100675364107e-06 3.6874264383511346e-07 -1.3555856498528187e-06 1.1795662014119697e-06 2.8029278951180459e-06 -3.3535875923007554e-06 3.5295126127721233e-06 5.3500911779532804e-07 8.211624047243566e-07 -5.5733737272977244e-07 -1.35553161972742e-06 5.3961349555904579e-07 -8.9564547401412559e-07 -1.4730006860190772e-06 8.1614348623477828e-08 2.2175620567092365e-06 -1.2644831997477015e-06 -6.0613548475885188e-06 7.1447202822128027e-06 -3.2307010650627145e-06 -2.0122537773659133e-06 -3.4301296719383645e-08 1.8593691511365622e-06
leaf_weight=20 21 21 20 20 21 21 27 20 21 37 45 20 20 20 28 22 44 30 42 23 25 123 21 33 20 20 21 20 2224 71
leaf_count=20 21 21 20 20 21 21 27 20 21 37 45 20 20 20 28 22 44 30 42 23 25 123 21 33 20 20 21 20 2224 71
internal_value=0 7.65876e-09 1.35743e-06 -1.04264e-08 -1.1641e-10 -9.31287e-09 1.31437e-09 -6.495e-09 -1.15577e-06 9.55416e-09 -6.94986e-09 2.80879e-07 1.66214e-08 5.30036e-07 1.78272e-06 -8.54989e-07 -1.43117e-06 -8.35236e-08 1.26971e-06 4.77656e-07 -3.931e-08 -2.04185e-08 -6.19426e-09 -2.46377e-08 -8.26523e-09 6.91337e-07 -5.70816e-08 -2.11234e-07 -5.23126e-09 6.97505e-07
internal_weight=0 3101 41 3060 3039 3018 2998 2977 41 2936 2909 294 232 146 48 86 64 98 62 68 2615 2578 2553 2532 2499 163 2336 143 2316 92
internal_count=3121 3101 41 3060 3039 3018 2998 2977 41 2936 2909 294 232 146 48 86 64 98 62 68 2615 2578 2553 2532 2499 163 2336 143 2316 92
is_linear=0
shrinkage=0.1


Tree=7555
num_leaves=31
num_cat=0
split_feature=403 51 3 1209 1 15 42 16 12 3 1210 52 13 403 1212 1210 132 1204 1 43 484 3 43 402 4 1212 2 1212 16 1204
split_gain=2.86813e-09 8.80839e-09 1.01799e-08 1.5274e-08 1.13207e-08 1.64418e-08 1.79991e-08 1.15125e-08 3.60291e-08 5.62082e-08 1.71294e-08 1.04272e-08 6.95153e-09 4.19985e-09 2.86747e-08 1.86231e-08 1.12558e-08 1.04568e-07 7.52351e-08 1.06672e-08 2.15319e-08 1.4971e-08 2.5988e-08 1.46492e-08 9.75322e-09 1.6882e-08 1.66798e-08 4.54617e-09 6.54585e-09 4.16166e-09
threshold=-0.090774999999999981 0.090560000000000015 -0.07359499999999998 0.11386000000000002 0.090840000000000018 0.089740000000000014 0.097020000000000009 -0.079504999999999978 0.083985000000000018 -0.085784999999999986 -0.061049999999999993 0.098380000000000009 -0.010739999999999998 -0.0038999999999999994 -0.089079999999999979 -0.091799999999999979 -0.083284999999999984 -0.081664999999999988 0.087135000000000004 -0.012164999999999999 0.062030000000000009 -0.087429999999999994 -0.0082299999999999995 -1.0000000180025095e-35 -0.081984999999999988 0.11660500000000001 0.085155000000000022 0.058525000000000008 -0.082404999999999992 -0.081484999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 10 -9 -10 -1 -4 -12 14 -2 -15 18 -18 29 23 21 -21 -23 -19 -24 26 -26 -17 -29 -16
right_child=13 -3 11 -5 -6 6 -8 8 9 -11 12 -13 -14 15 16 27 17 19 -20 20 -22 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=2.652463179073392e-06 -4.0335938638236253e-06 -1.7873115950806096e-06 4.7955409632734135e-07 2.9330500119613137e-06 -1.5174767138981632e-06 4.055694970165033e-07 4.5505647335630787e-06 2.9696112642341179e-06 9.1103310043391427e-07 -5.123444742398063e-06 -7.9773283949219582e-07 -2.6717367529185832e-06 8.2473997365688725e-07 2.9771933154301052e-06 -1.5088339536442567e-07 -3.2273702481870598e-08 -7.428308863239863e-06 1.0433711850055262e-08 6.2383203874105675e-06 -2.3749385988480756e-06 -3.1531223538402863e-06 3.6826651591003279e-06 -2.0335957266243419e-06 3.0962012450572733e-06 3.618931013988913e-06 -2.0736603244131401e-06 -2.0535158870081755e-08 2.3222308084314137e-06 -2.3625482526767882e-07 -1.7380969244603268e-06
leaf_weight=36 20 20 21 25 29 22 20 20 33 29 46 21 62 21 53 2314 20 40 20 20 23 22 21 25 20 20 34 20 20 24
leaf_count=36 20 20 21 25 29 22 20 20 33 29 46 21 62 21 53 2314 20 40 20 20 23 22 21 25 20 20 34 20 20 24
internal_value=0 2.55923e-07 3.68189e-07 5.59182e-07 3.59361e-07 5.62452e-07 2.37938e-06 2.24793e-07 -7.21019e-07 -1.91155e-06 7.63381e-07 -1.09609e-06 1.33687e-07 -3.59158e-08 -3.53206e-07 1.2446e-08 -1.37979e-07 -4.98955e-07 7.73766e-07 1.16987e-07 -3.21877e-07 1.53442e-07 5.85644e-07 1.19727e-06 -1.31561e-07 4.08206e-07 1.32742e-06 -1.40025e-08 1.04299e-06 -6.45599e-07
internal_weight=0 384 364 322 297 268 42 226 82 62 144 42 108 2737 362 2375 342 245 97 225 160 137 117 65 95 74 54 2354 40 77
internal_count=3121 384 364 322 297 268 42 226 82 62 144 42 108 2737 362 2375 342 245 97 225 160 137 117 65 95 74 54 2354 40 77
is_linear=0
shrinkage=0.1


Tree=7556
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 1201 12 48 16 133 43 1203 130 12 1186 129 1184 455 151 4 9 9 34 104 41 11 46 12 12 133 12
split_gain=3.00426e-09 1.23293e-08 5.10561e-09 5.26075e-09 3.08592e-09 2.70063e-09 3.98964e-09 2.93252e-09 8.72776e-09 3.8476e-09 2.39981e-09 2.28554e-09 6.93082e-09 2.56383e-09 5.74597e-09 4.93445e-09 2.55926e-09 7.27457e-09 9.74644e-09 3.71379e-09 6.68069e-09 5.00729e-09 5.44252e-09 3.11542e-09 6.63019e-09 3.26424e-09 3.49701e-09 1.85889e-08 3.34542e-08 1.67794e-08
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.080364999999999978 0.11527000000000001 0.086125000000000021 -0.073404999999999984 -0.14717499999999997 0.50194500000000009 0.081125000000000017 -0.23647499999999996 0.23631000000000002 0.089315000000000019 -0.077709999999999987 0.083155000000000021 0.08729000000000002 -0.10959499999999998 0.0061450000000000003 0.092890000000000014 0.088235000000000022 -0.097449999999999981 0.083745000000000014 0.086565000000000017 0.081365000000000007 0.084955000000000017 0.085325000000000012 0.08493500000000001 -0.0081349999999999981 0.085635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -3 6 7 8 -1 -9 -10 -6 13 14 -13 16 19 -18 -19 20 21 -16 23 25 -25 26 27 -23 -29 -28
right_child=1 4 -4 -5 11 -7 -8 9 10 -11 -12 12 -14 -15 15 -17 17 18 -20 -21 -22 22 -24 24 -26 -27 29 28 -30 -31
leaf_value=1.8562209455857167e-06 2.4413859483458858e-06 9.2957305544890316e-07 -1.8004893656159933e-06 -1.4937185630022517e-06 -1.0673596003130116e-06 1.0999176740966731e-06 -1.3818085394942418e-06 3.4066644872154944e-07 -1.0019298669633897e-06 -1.6208637157433258e-06 2.5170442577783017e-07 -1.4446392896161343e-06 1.773422724743961e-06 8.2999592968412294e-07 1.5453490414074622e-06 1.5221909480022165e-06 -9.9371102209033783e-07 2.8789372095161525e-06 -4.3345933590899228e-08 9.4953833577224757e-07 -1.7069543057838626e-06 -1.0101817513645439e-07 -1.6463646781111104e-06 1.5445487281340321e-06 -7.3787044584605611e-07 8.6137087585496217e-07 1.8004661377255198e-06 1.2687621529039463e-06 -3.8581676252696135e-06 -2.8254538866999938e-08
leaf_weight=28 21 36 22 27 20 20 22 20 26 20 37 28 22 36 20 21 20 21 25 38 24 916 21 35 20 39 52 20 35 1429
leaf_count=28 21 36 22 27 20 20 22 20 26 20 37 28 22 36 20 21 20 21 25 38 24 916 21 35 20 39 52 20 35 1429
internal_value=0 2.71463e-08 -3.54547e-07 -1.95494e-07 9.53019e-09 7.11962e-09 -1.3573e-07 7.35353e-08 3.87221e-07 -6.40099e-07 -2.65668e-07 -2.12412e-09 5.42539e-09 -8.46602e-09 -1.93867e-08 -4.80073e-09 -1.66117e-08 5.98482e-07 1.29074e-06 -3.19368e-08 -4.6221e-08 -3.08141e-08 -4.30943e-08 -2.98702e-08 7.14578e-07 -4.63072e-08 -6.07442e-08 -2.08232e-07 -1.99383e-06 3.59544e-08
internal_weight=0 2899 222 200 2878 173 153 131 91 40 63 2842 2822 2800 2764 2736 2715 66 46 2649 2611 2587 2567 2546 55 2491 2452 971 55 1481
internal_count=3121 2899 222 200 2878 173 153 131 91 40 63 2842 2822 2800 2764 2736 2715 66 46 2649 2611 2587 2567 2546 55 2491 2452 971 55 1481
is_linear=0
shrinkage=0.1


Tree=7557
num_leaves=31
num_cat=0
split_feature=160 483 479 481 133 1447 15 4 480 133 1371 0 1447 1446 160 160 52 133 133 16 42 12 12 12 15 13 0 2 130 479
split_gain=2.60026e-09 6.14462e-09 4.79274e-09 4.96431e-09 3.58717e-09 2.46825e-08 2.2107e-08 3.1599e-08 1.745e-08 1.46979e-08 2.08047e-08 1.48777e-08 1.04103e-08 2.48856e-08 1.4339e-08 2.93109e-08 4.32106e-08 1.3914e-08 1.28031e-08 1.98173e-08 1.5759e-08 1.27653e-08 5.2986e-08 3.14339e-08 1.60669e-08 1.57038e-08 1.64758e-08 1.09844e-08 1.13175e-08 1.03186e-08
threshold=0.62940000000000007 -0.47181499999999993 0.11469500000000001 0.11290000000000001 0.085355000000000014 0.059120000000000013 0.11842000000000001 -0.053309999999999989 0.090205000000000021 0.085895000000000013 0.083235000000000017 -0.085754999999999984 -0.086279999999999982 0.083715000000000026 -0.082869999999999985 -0.014214999999999998 -0.020999999999999994 0.086910000000000015 0.087415000000000007 -0.010264999999999998 0.084435000000000024 0.090545000000000014 0.089625000000000024 0.091715000000000005 0.088060000000000013 -0.080519999999999994 -0.086934999999999985 0.10882500000000002 0.086880000000000013 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 29 8 -8 9 11 12 -6 -11 14 18 16 -16 -17 -14 20 -20 22 24 -23 25 26 -19 28 -27 -3
right_child=-2 2 -4 -5 6 -7 7 -9 -10 10 -12 -13 13 -15 15 17 -18 21 19 -21 -22 23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=1.7546519191569134e-06 -1.1090004049730764e-06 -6.2129835380157292e-08 -1.5093852469016428e-06 1.4390681239243956e-06 8.0537417943560298e-08 -3.2000828050513521e-06 -2.1405115934281971e-07 5.2780018040721192e-06 -2.2775534621506532e-06 -2.0144012585826039e-06 -2.9876665817854782e-06 3.9376970357807297e-06 3.3282163648047053e-06 3.0150276078681298e-06 6.2291957287167563e-07 -2.0448384328448874e-06 -5.2612875925625796e-06 4.0069446072266146e-07 -2.3350835673359901e-06 3.0236353622967727e-06 8.1439913696584046e-07 -3.8126140324216659e-06 5.3987550322951641e-06 4.9929894177569218e-08 -2.4417550849875627e-06 -2.6555065832060668e-07 3.2063620829426831e-06 -2.1433395701201928e-06 2.1813364237270133e-06 2.1150674691418978e-06
leaf_weight=20 21 2067 21 24 20 25 22 20 31 22 22 20 21 30 24 29 26 50 24 25 47 23 22 251 20 89 36 23 24 22
leaf_count=20 21 2067 21 24 20 25 22 20 31 22 22 20 21 30 24 29 26 50 24 25 47 23 22 251 20 89 36 23 24 22
internal_value=0 7.51505e-09 -3.82999e-09 6.50563e-09 -4.82271e-09 -7.65813e-08 1.59887e-07 2.40121e-06 5.27931e-08 1.37983e-07 4.53522e-08 2.00912e-06 1.30246e-07 1.92003e-07 7.66202e-08 -1.15849e-07 -2.43687e-06 8.88263e-08 1.09161e-06 6.0235e-07 -2.50215e-07 2.03838e-07 7.00085e-07 -2.74298e-07 2.72934e-07 5.175e-07 1.57516e-06 -1.51314e-07 2.54142e-07 -3.9201e-08
internal_weight=0 3100 3080 3059 3035 2114 921 42 879 848 808 40 786 764 734 617 50 567 117 96 71 538 264 274 242 222 86 136 113 2089
internal_count=3121 3100 3080 3059 3035 2114 921 42 879 848 808 40 786 764 734 617 50 567 117 96 71 538 264 274 242 222 86 136 113 2089
is_linear=0
shrinkage=0.1


Tree=7558
num_leaves=31
num_cat=0
split_feature=132 393 393 50 131 2 43 131 482 1456 2 1451 1453 50 1455 484 1455 483 52 12 12 43 142 483 159 1453 42 1455 1454 52
split_gain=2.33153e-09 1.03408e-08 4.50684e-09 4.28218e-09 2.45014e-09 5.33627e-09 6.10072e-09 2.58278e-09 2.40773e-09 6.5452e-09 3.86289e-09 3.47475e-09 4.17252e-09 4.84384e-09 4.34028e-09 1.49466e-08 7.83834e-09 5.3543e-09 2.1154e-08 2.3503e-08 5.86954e-09 1.66403e-08 9.07807e-09 6.6913e-09 8.8174e-09 6.25494e-09 2.16717e-08 6.41356e-09 7.15001e-09 5.98751e-09
threshold=-0.083174999999999985 0.12069000000000002 0.10483000000000002 0.09227500000000001 0.11767000000000001 0.094565000000000024 -0.06984499999999999 0.11535500000000003 0.11562500000000002 -0.24498999999999996 0.093840000000000021 0.087145000000000014 1.0000000180025095e-35 -0.47248999999999991 0.098910000000000012 -0.070054999999999992 0.090900000000000022 0.10083000000000002 0.12445000000000002 0.089735000000000023 0.12757000000000002 -0.23714499999999997 -0.057499999999999989 0.09444000000000001 0.10395500000000001 -0.063399999999999984 0.084755000000000011 0.0034400000000000008 0.090210000000000026 0.55608500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 7 6 -6 8 9 -2 -10 12 13 -11 16 -16 17 20 19 -19 22 -22 -15 25 -25 26 -24 28 29 -27
right_child=1 -3 -4 -5 5 -7 -8 -9 10 11 -12 -13 -14 14 15 -17 -18 18 -20 -21 21 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=5.2280423764179978e-08 -1.8142743124371917e-06 2.2349106594837005e-06 -1.4746982319122944e-06 -1.3056422744739394e-06 1.3133404945619987e-06 1.4870283182842417e-06 -8.6496174150043882e-07 -1.0881186597089255e-06 -2.547729002344568e-07 1.3872118797735313e-06 1.6654622657147851e-06 1.0540695401936496e-06 -1.2476096074991533e-06 2.1154482249130525e-06 -3.0994860166799758e-06 1.2603607882845288e-07 1.8087860955991649e-06 1.7653073023473973e-06 3.6007633414669724e-06 -2.6757284062610284e-06 1.0197145884376369e-06 -2.3022088169598552e-06 7.5172153863663444e-07 -2.2986390988456875e-06 3.9194595674849729e-07 4.0630143967745707e-08 -3.1631418109484987e-06 1.2362728800860359e-06 -1.7507670710746542e-06 -1.4058228426337933e-06
leaf_weight=166 20 21 29 27 20 35 36 22 20 25 22 31 27 20 20 51 24 26 20 22 25 38 31 29 21 2172 26 43 23 29
leaf_count=166 20 21 29 27 20 35 36 22 20 25 22 31 27 20 20 51 24 26 20 22 25 38 31 29 21 2172 26 43 23 29
internal_value=0 2.39106e-08 -3.12343e-07 -1.37688e-07 7.77756e-09 5.18398e-07 -8.69967e-08 -8.895e-09 -3.08049e-10 -1.18973e-08 7.51065e-07 1.43878e-09 -1.07736e-08 1.85192e-09 -1.13672e-08 -7.82562e-07 1.01137e-08 -6.98256e-09 8.68342e-07 -2.70167e-07 -3.12081e-08 -9.83985e-07 -6.13497e-09 -2.40085e-08 -1.16859e-06 6.1686e-10 -1.03401e-06 2.66307e-08 3.24288e-09 2.15719e-08
internal_weight=0 2899 222 193 2878 91 56 2787 2765 2723 42 2703 2672 2645 2620 71 2549 2525 68 48 2457 63 2394 2374 50 2324 57 2267 2224 2201
internal_count=3121 2899 222 193 2878 91 56 2787 2765 2723 42 2703 2672 2645 2620 71 2549 2525 68 48 2457 63 2394 2374 50 2324 57 2267 2224 2201
is_linear=0
shrinkage=0.1


Tree=7559
num_leaves=31
num_cat=0
split_feature=421 9 2 10 43 2 33 34 148 147 447 151 48 147 132 1203 1185 50 1204 1212 2 131 400 151 151 12 0 133 49 483
split_gain=2.41259e-09 4.09454e-09 5.29579e-09 4.81283e-09 7.74448e-09 5.1589e-09 4.14372e-09 5.64477e-09 2.78788e-09 5.57702e-09 9.20804e-09 4.04264e-09 3.42992e-09 4.52398e-09 3.29608e-09 6.6064e-08 3.97137e-08 9.15691e-09 3.46237e-09 6.87848e-09 5.94711e-09 3.10894e-09 3.18419e-09 3.08996e-09 4.28071e-09 1.12229e-08 1.4848e-08 2.00272e-08 1.26985e-08 1.24943e-08
threshold=-1.0000000180025095e-35 0.092410000000000006 -0.15339499999999998 0.053330000000000009 -0.080419999999999978 -0.090999999999999984 0.085305000000000006 -0.084769999999999984 1.0000000180025095e-35 0.095485000000000014 0.09227500000000001 -0.5666199999999999 -0.089814999999999992 0.088145000000000015 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.093975000000000017 -0.077669999999999989 0.087440000000000004 0.08542000000000001 -0.076979999999999979 0.10782000000000001 -0.52488999999999986 -0.085134999999999975 0.083985000000000018 -0.085134999999999975 0.048520000000000008 -0.008964999999999999 0.085870000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 -7 9 10 11 -9 -13 14 15 17 -16 21 19 20 -18 -14 -23 -20 25 29 27 -27 -28 -25
right_child=1 2 -4 4 -6 6 -8 8 -10 -11 -12 12 13 -15 16 -17 18 -19 23 -21 -22 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=-1.094787362490024e-06 1.3833762581222582e-06 -2.8606046321834181e-09 2.1144974687509993e-06 3.2481784842275377e-07 -2.424743803160146e-06 1.6389247321058065e-06 -1.342204544253827e-06 1.4229916723706994e-06 -8.1531549721516749e-07 1.3393850776405852e-06 -2.0954336443017902e-06 1.1395093360114026e-06 9.8729542671584383e-07 -1.3025485554020703e-06 -4.2632704993262789e-06 5.8446699006253769e-06 2.4006317670455247e-06 -2.1696392785824651e-06 -1.2544731293928637e-06 -8.6254474570610223e-07 2.9597701956751331e-07 8.0894244163303209e-08 -1.1485575157621497e-06 3.692088379849094e-07 -4.4764551187971854e-08 4.5988989919957634e-07 -1.7491150412665559e-06 4.8272175509585707e-06 1.771695548313801e-06 -2.1845015148755921e-06
leaf_weight=20 27 27 21 20 21 21 23 20 42 31 21 26 29 27 22 20 25 21 20 21 29 111 26 82 2260 21 21 21 20 25
leaf_count=20 27 27 21 20 21 21 23 20 42 31 21 26 29 27 22 20 25 21 20 21 29 111 26 82 2260 21 21 21 20 25
internal_value=0 7.06343e-09 9.23484e-07 -7.34475e-09 -1.08349e-06 7.30403e-09 -5.14285e-09 5.23947e-09 -6.42575e-09 5.29325e-09 -9.12685e-09 6.26214e-09 -3.76071e-09 -1.4373e-08 -1.83488e-09 3.82026e-07 -3.2789e-08 -2.02214e-07 3.78101e-09 6.73143e-07 1.27035e-06 4.66767e-08 -1.52432e-07 -1.65437e-08 -6.43818e-09 4.49444e-07 1.32207e-06 2.64355e-06 -3.16465e-08 -2.27452e-07
internal_weight=0 3101 48 3053 41 3012 2985 2962 2941 2899 2868 2847 2827 2801 2774 207 2567 187 2545 75 54 166 137 2470 2450 190 83 42 41 107
internal_count=3121 3101 48 3053 41 3012 2985 2962 2941 2899 2868 2847 2827 2801 2774 207 2567 187 2545 75 54 166 137 2470 2450 190 83 42 41 107
is_linear=0
shrinkage=0.1


Tree=7560
num_leaves=31
num_cat=0
split_feature=132 1185 1203 34 10 9 9 41 41 131 131 1447 480 13 15 13 42 3 12 52 16 160 13 1447 1446 484 403 2 16 16
split_gain=2.33201e-09 1.31249e-08 6.66457e-09 2.31329e-09 2.92845e-09 9.89992e-09 3.04916e-09 3.62576e-09 7.23937e-09 2.64902e-09 1.63122e-08 1.41145e-08 2.63703e-08 6.52145e-09 1.82713e-08 9.60849e-09 9.82988e-09 5.99224e-09 8.50008e-09 9.48492e-09 8.7944e-09 5.23778e-09 1.15284e-08 4.62604e-09 1.34327e-08 3.17179e-08 1.13352e-08 5.96741e-09 4.85514e-09 3.39903e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.112215 0.0036750000000000007 0.092235000000000011 0.088235000000000022 0.086565000000000017 0.091290000000000024 0.090690000000000007 0.090175000000000019 0.059120000000000013 0.081520000000000023 -0.077944999999999987 -0.0072999999999999992 -0.075974999999999987 0.094365000000000018 -0.078244999999999995 0.087445000000000009 0.085310000000000011 -0.077074999999999991 -0.55248999999999981 -0.085584999999999981 -0.085684999999999997 0.085345000000000018 -0.081684999999999994 -0.55276999999999987 0.08839000000000001 -0.056919999999999991 -0.06421499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 6 -6 7 9 -9 10 11 21 -13 14 -11 -15 17 18 -17 20 -20 22 -5 24 25 -23 -25 -26 29 -28
right_child=1 3 -4 4 5 -7 -8 8 -10 13 -12 12 -14 15 -16 16 -18 -19 19 -21 -22 23 -24 26 27 -27 28 -29 -30 -31
leaf_value=-1.0849242885094614e-07 2.5148314930014576e-06 -8.5343619370941006e-07 -1.7848367145200395e-06 5.1130953579558993e-07 1.8845196068055388e-06 -6.2544977244745796e-07 -1.0995752591043129e-06 2.3315256842693091e-06 2.8644889796581531e-08 1.5770485735909182e-07 -2.8192330903818531e-06 -7.2494085088692374e-07 4.4102598940298777e-06 -2.0531062556897053e-06 3.4917909674318667e-06 -1.1267251809729978e-06 1.722264364291602e-06 -1.304708213384027e-06 -1.0801853272524616e-06 2.0591621460397392e-06 1.0193911185481175e-06 -3.44618335069803e-07 -2.8840351862413631e-06 -2.3753163986839354e-06 -2.0255323374840372e-06 4.2129662574552642e-06 1.4856156031253206e-08 3.8803868515439417e-07 -1.9408506270391945e-07 3.4848059969564914e-06
leaf_weight=195 21 31 27 20 33 30 25 20 43 65 21 20 20 21 22 38 35 34 38 32 42 37 20 21 20 26 1063 21 1051 29
leaf_count=195 21 31 27 20 33 30 25 20 43 65 21 20 20 21 22 38 35 34 38 32 42 37 20 21 20 26 1063 21 1051 29
internal_value=0 2.39156e-08 -3.12372e-07 5.74009e-09 1.50954e-08 6.89296e-07 -1.61335e-10 9.80073e-09 7.59718e-07 -7.7233e-09 -4.45509e-08 -1.97348e-08 1.84266e-06 2.5908e-07 1.00081e-06 -9.79601e-09 1.86138e-07 -1.0606e-07 1.65633e-07 6.04112e-07 2.20923e-08 -5.2012e-08 -1.18636e-06 -3.20058e-08 6.19465e-07 1.53629e-06 -6.3315e-08 -7.89313e-07 -4.06589e-08 1.07007e-07
internal_weight=0 2899 222 2878 2847 63 2784 2759 63 2696 2369 2348 40 327 87 240 219 184 150 112 80 2308 40 2268 104 63 2164 41 2143 1092
internal_count=3121 2899 222 2878 2847 63 2784 2759 63 2696 2369 2348 40 327 87 240 219 184 150 112 80 2308 40 2268 104 63 2164 41 2143 1092
is_linear=0
shrinkage=0.1


Tree=7561
num_leaves=31
num_cat=0
split_feature=1429 474 157 2 157 157 16 1 475 157 1426 45 11 33 34 2 0 150 0 3 1429 156 51 4 3 403 13 3 2 42
split_gain=2.36514e-09 5.19016e-09 3.20922e-09 1.17291e-08 3.51967e-09 3.81199e-09 3.31413e-09 1.90821e-08 8.74109e-09 4.74774e-09 7.42739e-09 3.49049e-09 1.57876e-08 4.88312e-09 5.186e-09 5.52072e-09 3.32797e-08 8.93477e-09 6.73455e-09 4.20925e-09 1.50933e-08 1.35729e-08 1.95974e-08 1.14241e-08 8.6456e-09 2.14996e-08 3.80335e-08 1.90805e-08 1.88294e-08 2.41607e-08
threshold=0.12521000000000002 -0.45463999999999999 0.11933000000000001 0.095040000000000013 0.099625000000000005 0.084490000000000023 0.62682500000000008 0.10672000000000002 0.12518500000000002 0.0026750000000000007 -0.078524999999999998 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 -0.112215 -0.0050599999999999994 -0.09515499999999999 0.085210000000000022 -0.064339999999999994 -0.081734999999999988 -0.026244999999999997 0.091155000000000014 -0.069944999999999993 -0.50690499999999983 -0.083344999999999989 0.0033700000000000002 -0.089109999999999981 -0.083654999999999993 0.091265000000000013 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 8 -8 9 10 -3 12 -12 -14 -15 16 -16 18 -18 24 -21 23 -23 -22 27 26 -26 -17 29 -28
right_child=-2 2 3 -5 -6 -7 7 -9 -10 -11 11 -13 13 14 15 19 17 -19 -20 20 21 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-1.5737606851135277e-06 1.0839713159072063e-06 1.7170215576243209e-06 -7.3753687495070614e-07 1.8609141251676864e-06 -1.0389437227676161e-06 1.0683161737764144e-06 -2.296860340164939e-06 1.0066146836439818e-06 2.0368237294459981e-06 -1.411438470218703e-06 2.5520832574936019e-06 -9.9262236656411723e-07 -1.3620982633289749e-06 -1.5397160993302352e-06 3.9923008410861863e-06 5.1138184502629381e-08 -2.2938921130757775e-06 1.3728918789778479e-06 -1.1731030918388735e-07 -2.5372605381772493e-06 -2.283229478962312e-06 3.484492790448712e-06 -5.6020626536100398e-07 -1.2409458594096396e-07 -3.8195468368940057e-06 3.428491154750191e-06 4.3057147029850801e-06 -2.6432984803385033e-06 -1.4275499569116334e-06 7.1827653487233083e-07
leaf_weight=21 20 25 32 38 33 33 36 34 21 24 24 36 27 22 24 988 21 26 44 26 25 25 23 1239 20 25 22 27 32 128
leaf_count=21 20 25 32 38 33 33 36 34 21 24 24 36 27 22 24 988 21 26 44 26 25 25 23 1239 20 25 22 27 32 128
internal_value=0 -6.99016e-09 3.69237e-09 6.73051e-07 -1.18741e-08 -4.89054e-10 -1.24695e-08 -6.92315e-07 4.08898e-09 -1.08733e-08 1.00847e-09 -1.42912e-08 -1.56726e-09 -2.39024e-08 -1.06042e-08 1.87838e-09 6.798e-07 -1.93826e-07 -8.20514e-07 -2.83391e-08 -1.51401e-07 -1.04121e-07 1.54641e-06 -1.66799e-07 1.04235e-07 6.62136e-07 3.19765e-07 -2.05365e-08 7.74635e-07 1.24443e-06
internal_weight=0 3101 3080 70 3010 2977 2944 70 2874 2853 2829 2804 2768 2744 2717 2695 115 91 65 2580 1338 1312 48 1264 1242 227 202 1015 182 150
internal_count=3121 3101 3080 70 3010 2977 2944 70 2874 2853 2829 2804 2768 2744 2717 2695 115 91 65 2580 1338 1312 48 1264 1242 227 202 1015 182 150
is_linear=0
shrinkage=0.1


Tree=7562
num_leaves=31
num_cat=0
split_feature=11 142 147 447 447 455 447 447 45 97 34 33 34 9 2 132 50 394 1203 133 133 1374 480 160 42 12 52 133 160 4
split_gain=2.76299e-09 2.70367e-09 3.86297e-09 5.03336e-09 3.44165e-09 3.84092e-09 2.96702e-09 3.48407e-09 2.90861e-09 4.04393e-09 8.59596e-09 4.32874e-09 5.85197e-09 1.14277e-08 1.07469e-08 3.53544e-09 6.40008e-08 3.68504e-08 8.3972e-09 3.53142e-09 2.3242e-08 1.92296e-08 1.28708e-08 1.27111e-08 3.29261e-08 3.48816e-08 3.51899e-08 2.44255e-08 1.93721e-08 1.58356e-08
threshold=-0.072629999999999986 -0.057499999999999989 0.099730000000000027 0.09227500000000001 0.089635000000000006 0.090605000000000019 0.086195000000000008 0.083875000000000019 0.10331000000000001 -0.086464999999999986 -0.08786999999999999 1.0000000180025095e-35 -0.057544999999999992 0.091600000000000015 -1.0000000180025095e-35 -0.083284999999999984 0.097510000000000013 0.12358500000000001 0.089165000000000008 0.085760000000000017 0.086085000000000009 0.088460000000000011 0.11240000000000001 -0.082869999999999985 0.090395000000000017 0.089795000000000014 -0.015539999999999998 0.086910000000000015 -0.41869999999999991 -0.011559999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 9 -3 -11 12 -12 14 -14 16 18 19 -16 22 -21 23 -17 24 25 26 -22 -25 -26 -28
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 10 11 -13 13 -15 15 17 -18 -19 -20 20 21 -23 -24 27 28 -27 29 -29 -30 -31
leaf_value=-1.1431784919241614e-06 -1.0968918321519927e-06 -1.3961878591674446e-06 1.045442939289703e-06 -1.2642698757483761e-06 1.2626804061484492e-06 1.1525852563675567e-06 -1.0473799955400831e-06 1.2891501336569144e-06 9.9294573291884052e-07 1.5771493040387321e-06 1.5443082361343841e-06 -1.3067840963178523e-06 1.739390970649473e-06 -1.8737468718482529e-06 2.1870870186417465e-08 -6.6894365256626026e-08 5.6060381222691619e-06 -4.3323021805008471e-06 -2.1012370785640434e-06 3.5153020905909213e-06 4.6329644257119595e-06 -2.9978049224155258e-06 -2.0918919737766829e-06 -3.2595716833305275e-06 -3.4570295332243752e-06 5.7225131959626203e-06 -2.3354891622840938e-06 6.2035844830953883e-08 4.7665532014023832e-07 1.0146563824470599e-06
leaf_weight=21 22 21 36 31 22 29 27 21 29 34 24 26 35 33 165 1640 21 20 21 20 21 20 32 23 21 20 21 591 31 43
leaf_count=21 22 21 36 31 22 29 27 21 29 34 24 26 35 33 165 1640 21 20 21 20 21 20 32 23 21 20 21 591 31 43
internal_value=0 7.74346e-09 1.56388e-08 3.4518e-09 1.65037e-08 7.33148e-09 -3.88892e-09 5.71704e-09 -3.53849e-09 -1.35621e-08 -3.41704e-09 -2.24196e-08 -1.05019e-08 -2.39344e-08 -1.69618e-09 -2.41825e-08 3.72993e-07 -5.70292e-08 -2.17835e-07 -2.25929e-08 1.48643e-07 6.35185e-08 -1.0565e-07 1.4293e-07 9.45899e-07 1.96502e-06 1.08091e-06 -6.23892e-08 -1.11195e-06 -8.46101e-08
internal_weight=0 3100 3078 3042 3011 2989 2960 2933 2912 2883 2862 2828 2802 2778 2745 2710 207 2503 186 2483 811 791 1672 771 157 105 85 614 52 64
internal_count=3121 3100 3078 3042 3011 2989 2960 2933 2912 2883 2862 2828 2802 2778 2745 2710 207 2503 186 2483 811 791 1672 771 157 105 85 614 52 64
is_linear=0
shrinkage=0.1


Tree=7563
num_leaves=31
num_cat=0
split_feature=132 1185 1186 52 131 133 398 3 130 47 10 33 47 1366 44 47 49 40 0 48 34 124 43 12 52 1 120 1 484 475
split_gain=2.38277e-09 1.17424e-08 4.34155e-09 5.32102e-09 3.16323e-09 3.49379e-09 4.69991e-09 2.80782e-09 4.77821e-09 2.29363e-09 2.96889e-08 2.07569e-08 1.03548e-08 5.31244e-09 3.9134e-09 1.26502e-08 6.70822e-09 5.08965e-09 4.75298e-09 6.03582e-09 3.44007e-09 3.57432e-09 3.4198e-09 6.76114e-09 3.23852e-09 3.15703e-09 1.05793e-08 8.43409e-09 3.36662e-09 2.80068e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.10347000000000002 -0.076979999999999979 -0.37971999999999995 0.094600000000000017 -0.086769999999999986 -0.015164999999999998 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.097970000000000015 -0.082814999999999986 0.099360000000000018 0.10254000000000001 -0.016249999999999997 -0.049474999999999998 -0.04917499999999999 0.10322500000000003 -0.10561499999999999 0.10545000000000002 -0.077824999999999991 0.096475000000000019 -0.069804999999999992 0.16540500000000002 1.0000000180025095e-35 0.14804000000000003 0.086135000000000017 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 -7 -9 11 -11 -3 -12 -13 15 -14 -17 -18 19 22 -15 25 24 -24 -19 26 27 28 -22 -30
right_child=1 9 -4 -5 5 7 -8 8 -10 10 12 13 14 20 -16 16 17 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=1.0359640205698033e-06 2.3802566631946409e-06 -2.6383621449591982e-06 -1.6839037481899833e-06 -1.4012023560402062e-06 -1.7892425023546823e-06 -2.8077592699244436e-07 2.1482474130090685e-07 -2.7669585327722803e-07 1.8321553155105491e-06 3.9910135160425853e-06 -1.9836168476672356e-06 1.4295733115851853e-06 2.3523824960715571e-06 -1.2817500015942296e-06 -9.9791182719854985e-07 1.7383856624335403e-06 1.3537330619328715e-06 1.9232160574184883e-06 -1.7405204446385186e-06 -9.5318540279212935e-07 -5.2801076286508929e-08 1.2725212643131686e-06 -1.4531034170514349e-06 1.0261078061417225e-06 1.4517978911499087e-07 1.2435695906276578e-06 -1.8535929249933802e-06 1.9545936802180884e-06 3.4416278087799309e-06 -2.3284450994231017e-08
leaf_weight=27 21 30 21 30 25 54 22 21 22 20 24 26 27 21 25 21 20 21 21 54 2156 22 22 22 20 20 31 22 26 227
leaf_count=27 21 30 21 30 25 54 22 21 22 20 24 26 27 21 25 21 20 21 21 54 2156 22 22 22 20 20 31 22 26 227
internal_value=0 2.41759e-08 -3.15752e-07 -1.72811e-07 4.2696e-08 -1.43542e-07 -8.51168e-07 1.99329e-07 8.02251e-07 6.98419e-09 2.70152e-07 -2.32989e-08 1.49739e-09 7.45446e-09 1.89809e-07 3.20041e-07 4.704e-08 -1.50284e-07 -3.38286e-07 -1.26437e-07 -7.18914e-09 3.50007e-09 3.98791e-07 -2.13498e-07 1.05588e-06 -7.74831e-09 -1.79134e-08 5.49514e-09 -1.23048e-08 3.32793e-07
internal_weight=0 2899 222 201 171 144 47 97 43 2878 297 2581 277 2551 253 228 201 180 160 139 2525 2504 85 44 41 2482 2462 2431 2409 253
internal_count=3121 2899 222 201 171 144 47 97 43 2878 297 2581 277 2551 253 228 201 180 160 139 2525 2504 85 44 41 2482 2462 2431 2409 253
is_linear=0
shrinkage=0.1


Tree=7564
num_leaves=31
num_cat=0
split_feature=33 34 34 11 10 16 16 10 10 142 151 15 151 1373 151 457 150 1348 457 160 3 13 13 474 484 52 2 160 4 4
split_gain=2.53134e-09 2.42693e-09 3.32337e-09 3.79042e-09 2.59572e-09 8.50347e-08 5.054e-08 1.57191e-08 3.01755e-09 2.22936e-09 3.43129e-09 7.42688e-09 4.19343e-09 3.88682e-09 1.47782e-08 4.14213e-09 8.37896e-09 7.21883e-09 3.5187e-09 1.75874e-08 1.16101e-08 3.88754e-09 1.88791e-08 2.03985e-08 3.14074e-08 2.96481e-08 3.92963e-08 3.40728e-08 1.88863e-08 2.00631e-08
threshold=-0.044254999999999996 -0.112215 -0.085644999999999985 -1.0000000180025095e-35 -0.012544999999999999 -0.056919999999999991 -0.088159999999999988 -0.0079749999999999977 -0.40134499999999995 -0.057499999999999989 0.10561000000000002 -0.026084999999999994 0.092070000000000013 -1.0000000180025095e-35 0.06617000000000002 -0.098834999999999992 0.12416000000000001 -0.047944999999999995 0.091495000000000007 0.043720000000000009 0.10893000000000001 -0.083364999999999981 -0.086254999999999984 0.087745000000000017 0.085790000000000019 0.11639500000000001 0.083935000000000023 -0.014869999999999998 -0.081714999999999996 -0.082349999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 8 -6 -5 -9 12 -12 13 -11 15 -15 17 -17 21 20 -20 22 28 24 25 26 -24 -28 29 -19
right_child=1 2 3 4 7 -7 -8 9 -10 10 11 -13 -14 14 -16 16 -18 18 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=1.0688778853694783e-06 -1.0309908225775398e-06 1.2849318764551754e-06 -1.3162097264863736e-06 -3.2283459233894978e-07 -2.7409083702964598e-06 6.0819109578568755e-06 -5.4207439222864194e-06 -9.9804588299693111e-07 1.3109872943809585e-06 -1.2883324574352668e-06 2.0388339858247774e-06 -1.5455088164105149e-07 -1.4468032156855772e-06 -1.1185207861441279e-06 2.4373954438488001e-06 -1.9013919234112111e-06 1.7952011918308789e-06 6.0002007043134225e-07 -1.5857450436366587e-06 3.0513421801391485e-06 1.5247320720845892e-06 6.5895317890947258e-08 -3.2411693057708495e-06 1.1300457510501742e-06 -4.3622881078952959e-06 -4.1476144505478173e-06 3.7342997840520794e-06 -7.4835867718110637e-07 -1.8828200129878867e-07 4.0517148525915608e-06
leaf_weight=22 23 20 22 20 21 21 20 22 26 23 26 38 20 33 25 20 26 85 30 22 20 1840 28 34 32 22 30 39 490 21
leaf_count=22 23 20 22 20 21 21 20 22 26 23 26 38 20 33 25 20 26 85 30 22 20 1840 28 34 32 22 30 39 490 21
internal_value=0 -7.58718e-09 6.50594e-11 -8.34375e-09 1.13978e-09 5.39474e-07 -1.22403e-06 -1.47527e-08 6.0063e-07 4.81304e-09 1.24105e-08 7.36512e-07 -3.90732e-09 6.32598e-09 1.69721e-08 -4.85713e-09 8.5605e-09 -8.56175e-09 5.49566e-09 6.95164e-07 -3.41554e-07 -1.34498e-08 -2.00383e-07 -1.08286e-06 -1.58113e-06 -8.33254e-07 -8.15437e-08 1.20062e-06 7.35395e-08 1.28385e-06
internal_weight=0 3099 3076 3056 3034 87 66 2947 46 2926 2904 64 2840 2820 2797 2772 2739 2713 2693 72 50 2621 781 185 151 119 97 69 596 106
internal_count=3121 3099 3076 3056 3034 87 66 2947 46 2926 2904 64 2840 2820 2797 2772 2739 2713 2693 72 50 2621 781 185 151 119 97 69 596 106
is_linear=0
shrinkage=0.1


Tree=7565
num_leaves=31
num_cat=0
split_feature=481 1 12 52 1447 1447 13 1453 160 480 1453 159 13 1455 15 160 43 1447 4 1447 2 2 13 1455 48 150 51 51 1 131
split_gain=2.23038e-09 1.83802e-08 2.63125e-08 5.46879e-08 2.0107e-08 5.29726e-08 1.092e-08 9.07553e-09 3.75114e-09 4.00486e-09 5.9087e-09 5.67721e-09 7.78846e-09 3.9427e-09 1.43901e-08 2.31665e-08 1.58162e-08 3.64005e-09 2.70012e-08 1.37347e-08 3.46957e-09 2.20548e-08 1.42808e-08 1.36498e-08 1.29878e-08 2.94175e-08 9.74787e-09 1.63058e-08 1.58067e-08 8.06742e-09
threshold=-0.081614999999999979 0.092235000000000025 0.083715000000000026 0.11008000000000001 -0.086279999999999982 -0.084334999999999979 -0.084154999999999994 -0.085754999999999984 -0.55323499999999981 -0.079679999999999987 -0.079499999999999987 0.12895000000000004 -0.072309999999999985 -0.06822499999999998 -0.068899999999999975 -0.020569999999999995 -0.067899999999999974 -0.082344999999999988 -0.0047449999999999992 -0.073059999999999986 0.11474000000000002 0.11682500000000001 -1.0000000180025095e-35 0.10861000000000001 -0.075224999999999986 0.11648500000000002 0.123935 0.11594500000000001 0.084525000000000003 0.10156500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -2 -9 -10 -11 13 -13 14 15 -12 -16 18 -15 -19 23 22 -22 26 -23 29 27 -21 -28 -26
right_child=7 -3 3 -5 5 6 -8 8 9 10 11 12 -14 17 16 -17 -18 19 -20 20 21 24 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-1.6174029220515828e-06 -2.1436184829326523e-06 -2.5082676506826831e-06 -1.8792417388677104e-06 6.066900801708168e-06 5.6886563632474468e-06 -2.0636842205848633e-06 8.9082824309837723e-07 1.358680076464225e-06 -1.1649616197928481e-06 1.4971271184549551e-06 1.7870673689555718e-06 -2.3755405806014097e-06 4.134722757953569e-08 -2.6851423626794713e-06 4.0349658979721429e-06 -2.8564113847551198e-06 5.8013429224956783e-08 2.488510931057549e-06 1.2716437882933379e-06 -3.3227818282775921e-08 6.2333186048947809e-07 -2.4751318709093085e-06 4.3570629827627277e-06 -2.1902583995370151e-06 -2.0754947629818139e-07 3.8716735639354738e-06 4.8134341698512028e-07 2.835832426626439e-06 -2.7271287522393434e-06 1.5909623462667462e-06
leaf_weight=37 20 20 27 21 20 22 29 20 30 26 21 24 30 35 20 22 20 22 34 2074 21 20 20 30 327 20 28 20 34 27
leaf_count=37 20 20 27 21 20 22 29 20 30 26 21 24 30 35 20 22 20 22 34 2074 21 20 20 30 327 20 28 20 34 27
internal_value=0 3.45808e-07 7.11715e-07 1.43589e-06 4.43536e-07 1.32685e-06 -3.83667e-07 -2.06607e-08 -6.14475e-09 -1.55411e-08 -3.54718e-09 -1.72423e-08 -1.03283e-06 2.37893e-09 6.81289e-07 -5.88666e-07 2.04649e-06 -1.83989e-08 -7.35422e-07 3.20184e-10 -2.0565e-08 2.37355e-07 2.44466e-06 -7.18895e-08 7.66025e-09 1.4043e-07 -4.24131e-08 -5.82514e-09 -1.27814e-06 -7.03748e-08
internal_weight=0 176 156 119 98 71 51 2945 2925 2905 2875 2849 54 2795 83 43 40 2712 69 2643 2621 435 41 2186 394 374 2156 2094 62 354
internal_count=3121 176 156 119 98 71 51 2945 2925 2905 2875 2849 54 2795 83 43 40 2712 69 2643 2621 435 41 2186 394 374 2156 2094 62 354
is_linear=0
shrinkage=0.1


Tree=7566
num_leaves=31
num_cat=0
split_feature=1447 475 1447 403 1453 12 1453 42 1455 0 51 484 13 1456 52 1456 1455 45 48 48 160 51 2 12 51 48 1456 1446 12 483
split_gain=2.62847e-09 1.03041e-08 8.26282e-09 1.128e-08 7.98142e-09 4.30998e-09 2.81055e-09 7.1696e-09 4.15226e-09 1.72882e-08 2.99682e-08 6.70939e-09 6.24531e-09 5.92116e-09 1.08327e-08 5.13139e-09 9.36378e-09 4.53787e-09 5.02586e-09 1.48252e-08 1.33284e-08 8.28509e-09 2.59679e-08 5.13957e-08 1.60343e-08 6.24562e-09 7.9534e-09 5.9698e-09 9.47332e-09 7.41311e-09
threshold=-0.086849999999999997 -0.084699999999999984 -0.086279999999999982 -0.56738999999999995 -0.087504999999999986 0.087075000000000014 -0.079499999999999987 0.08426500000000002 0.087930000000000022 -0.067624999999999977 -0.020454999999999997 -0.073334999999999984 -0.075974999999999987 -0.11085999999999999 0.008405000000000001 -0.079704999999999984 -0.072959999999999983 0.10331000000000001 0.086035000000000014 0.087555000000000008 0.11205000000000002 0.093135000000000009 0.11510000000000002 0.090995000000000006 0.089890000000000012 0.084670000000000009 0.11585000000000002 0.096495000000000011 0.089085000000000011 0.10143000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -3 7 -6 13 10 -10 -12 -13 14 -8 -15 -17 18 25 -20 21 24 23 -23 -21 26 27 29 -29 -18
right_child=2 5 3 4 6 -7 8 -9 9 -11 11 12 -14 15 -16 16 17 -19 19 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=2.4111096618898131e-06 -1.9034648932139807e-06 -9.690434743940085e-07 2.2552182794687395e-06 -1.668357939204976e-06 -5.0752712240864642e-07 6.993466748372868e-07 6.7146847354273462e-08 2.1700839442928557e-06 -4.6530416904033702e-06 1.5823554506290561e-06 7.4000449835827622e-07 -2.3838684185085143e-06 -4.4619900108955337e-08 -1.248421869499425e-06 2.8947842224624765e-06 2.0608066093204385e-06 4.2355418170180134e-08 1.4195615123795011e-06 -2.1875157268588727e-06 -2.5129534696891107e-07 1.999752680603706e-06 -6.5884514435765608e-06 6.8828174134619325e-07 4.1580065173589411e-07 2.6736330869425733e-06 1.3855220659559779e-06 -1.8300869788103939e-06 -3.5940969124484668e-07 2.48582934091246e-06 -1.2552042598675447e-06
leaf_weight=22 23 30 22 29 20 32 42 20 20 29 34 21 25 33 20 22 2042 22 39 298 27 20 38 22 20 34 23 22 25 45
leaf_count=22 23 30 22 29 20 32 42 20 20 29 34 21 25 33 20 22 2042 22 39 298 27 20 38 22 20 34 23 22 25 45
internal_value=0 5.51812e-07 -1.52582e-08 -8.49147e-10 -1.74379e-08 -1.07939e-07 -1.2797e-09 8.31278e-07 -1.26729e-08 -5.67357e-07 -1.19077e-06 -3.25207e-07 -1.11254e-06 1.29371e-08 9.79288e-07 -8.99328e-09 6.16091e-09 -1.07245e-08 -2.25762e-08 -3.21551e-07 -1.50322e-07 -2.96181e-07 -1.20583e-06 -2.91956e-06 -6.73376e-08 4.07394e-08 1.95421e-08 3.94772e-08 1.15402e-06 1.43774e-08
internal_weight=0 84 3037 3014 2992 62 2963 40 2923 129 100 80 46 2794 62 2732 2699 2677 2655 464 425 398 80 42 318 2191 2157 2134 47 2087
internal_count=3121 84 3037 3014 2992 62 2963 40 2923 129 100 80 46 2794 62 2732 2699 2677 2655 464 425 398 80 42 318 2191 2157 2134 47 2087
is_linear=0
shrinkage=0.1


Tree=7567
num_leaves=31
num_cat=0
split_feature=33 123 1366 45 11 1 34 1452 12 52 16 12 2 10 4 9 10 132 15 1185 50 1132 1 1 40 43 374 1456 471 471
split_gain=2.24064e-09 2.27011e-09 2.30816e-09 3.60776e-09 1.57187e-08 8.66247e-09 4.43199e-09 2.81708e-09 2.82205e-09 8.38077e-09 9.8392e-09 7.40082e-09 2.67514e-09 2.60145e-09 7.95965e-08 1.01758e-08 6.3899e-09 2.99511e-09 7.39575e-08 3.89357e-08 1.41612e-08 3.20359e-09 3.74791e-09 5.07973e-09 4.50208e-09 1.00747e-08 4.83045e-09 3.79084e-09 4.12063e-09 4.94287e-09
threshold=-0.044254999999999996 -0.078164999999999998 -0.087024999999999977 0.094030000000000016 -0.014494999999999999 0.13210500000000003 -0.085739999999999983 0.11396500000000002 0.12757000000000002 0.12445000000000002 -0.23935499999999996 0.12069000000000002 0.11585500000000001 -0.012544999999999999 0.053180000000000012 0.088235000000000022 -0.0069899999999999988 -0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.08461500000000001 0.048480000000000009 0.13534000000000004 0.13968000000000003 -0.083564999999999987 -0.08595499999999999 0.085145000000000012 0.11510000000000002 0.094575000000000006 0.089900000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -6 8 11 10 -10 13 -12 14 -8 16 -15 18 20 -19 -18 22 24 -24 25 -21 27 28 29 -26
right_child=1 2 3 5 6 -7 7 -9 9 -11 12 -13 -14 15 -16 -17 17 19 -20 21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=1.0056329921843082e-06 -9.3761685994090494e-07 9.9875326016089003e-07 2.7320779010898107e-06 -2.4218510878881718e-06 -1.1320913248320201e-06 5.2135580972390019e-07 -3.0273439911354675e-06 8.916676417162048e-07 -2.8629029657167849e-06 1.1152170088735148e-06 5.078169973092951e-07 1.6540872472077168e-06 -1.070107536195662e-06 1.7768102361515047e-06 3.8271475033250601e-06 -1.8261344397415308e-06 -3.1504778159044913e-08 -4.2343552071212226e-06 5.677374772601426e-06 5.3694477799126615e-07 -2.8736643309912324e-06 1.2516816161678434e-06 -1.849092445191594e-06 -7.8479062314362498e-08 -1.3317286680874555e-08 -2.6371223123078382e-06 1.3496566225512653e-06 9.6943586356701418e-07 -1.1969813862112366e-06 1.3735098491451936e-06
leaf_weight=22 26 23 21 20 35 20 32 35 22 22 22 27 21 20 36 31 142 22 23 20 20 20 26 43 2228 20 27 40 29 26
leaf_count=22 26 23 21 20 35 20 32 35 22 22 22 27 21 20 36 31 142 22 23 20 20 20 26 43 2228 20 27 40 29 26
internal_value=0 -7.13667e-09 7.35929e-10 -6.7901e-09 5.74754e-09 -9.50248e-07 -1.3407e-08 -1.52454e-10 -1.08457e-08 -5.71832e-07 -1.14283e-06 6.38794e-09 -2.62797e-07 -9.47226e-09 6.01504e-07 -2.46518e-08 -4.01398e-09 -1.7274e-08 3.70987e-07 -4.59939e-08 -3.82389e-07 -8.82407e-09 -1.90763e-08 -7.45667e-07 1.90063e-09 -1.05009e-06 1.98068e-08 4.35011e-09 -1.2559e-08 2.67983e-09
internal_weight=0 3099 3073 3050 3010 40 2989 2954 2919 87 65 2832 43 2805 68 2737 2706 2686 185 2501 162 2479 2459 69 2390 40 2350 2323 2283 2254
internal_count=3121 3099 3073 3050 3010 40 2989 2954 2919 87 65 2832 43 2805 68 2737 2706 2686 185 2501 162 2479 2459 69 2390 40 2350 2323 2283 2254
is_linear=0
shrinkage=0.1


Tree=7568
num_leaves=31
num_cat=0
split_feature=11 132 1185 15 1186 1213 1213 1211 1211 1213 1213 402 133 1210 1210 402 4 133 403 42 12 2 0 402 1212 52 0 1209 1209 42
split_gain=2.91746e-09 2.7437e-09 1.29225e-08 6.5738e-09 4.34344e-09 2.68698e-09 2.15336e-09 3.78524e-09 5.43292e-09 3.43038e-09 4.49621e-09 3.85151e-09 6.18847e-09 2.44084e-09 3.66808e-09 3.34813e-09 3.46675e-08 8.9806e-09 3.97852e-09 5.95842e-09 1.74049e-08 6.1263e-09 1.05559e-08 5.948e-09 4.15519e-09 1.46881e-08 1.36287e-08 1.25756e-08 4.47656e-09 6.78585e-09
threshold=-0.072629999999999986 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.086260000000000017 0.51370000000000016 0.12162000000000002 0.10678000000000001 0.23509000000000002 0.12439000000000001 -0.45015499999999992 0.50628500000000021 0.20852500000000002 0.0028200000000000005 -0.088494999999999976 -0.081714999999999996 0.40431 -0.54856499999999986 0.11603500000000001 0.092855000000000007 0.10327000000000001 -0.050064999999999991 0.22872000000000001 -0.092474999999999988 0.086275000000000004 -0.086074999999999985 -0.085894999999999985 -0.067109999999999989 0.10306000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 8 9 10 11 -4 13 14 15 16 -13 18 -17 23 -21 -22 -23 24 25 26 -20 -26 -29 -30
right_child=1 2 6 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 17 -18 -19 19 20 21 22 -24 -25 27 -27 -28 28 29 -31
leaf_value=-1.1747020691711355e-06 -1.2999142991027294e-07 2.5056541257332094e-06 -9.9665600176099121e-07 -1.8583261012281585e-06 -1.496273163427629e-06 1.0085820036920268e-06 1.0499108316253116e-06 -1.0728276819804706e-06 1.2247033642115884e-06 -1.2112982290091168e-06 1.3777973739100465e-06 1.361964986483891e-06 1.357753246659687e-06 -1.0256825968499668e-06 9.9761853015160034e-07 -1.2848353454349613e-06 -3.0067246531389709e-06 2.0257878211602725e-06 3.8282458018557011e-06 3.4035999434678394e-06 -1.1557318355943818e-06 2.398845900586366e-06 -4.4664546106076841e-07 -1.7402133539690113e-06 -2.2626430254604203e-06 -9.6393648827112594e-07 2.5895622369909652e-07 1.4457996182197046e-06 1.1440406624597174e-08 -9.5616192913894338e-07
leaf_weight=21 152 21 38 25 21 24 20 32 37 23 24 39 34 23 37 24 34 22 20 20 26 22 32 20 25 30 23 21 2156 75
leaf_count=21 152 21 38 25 21 24 20 32 37 23 24 39 34 23 37 24 34 22 20 20 26 22 32 20 25 30 23 21 2156 75
internal_value=0 7.95447e-09 3.40832e-08 -3.30778e-07 -1.36926e-07 2.52686e-08 1.59163e-08 8.6269e-09 2.09644e-08 4.87391e-09 1.50641e-08 3.04436e-09 1.72034e-08 -2.63196e-12 8.98086e-09 -5.14799e-09 -6.72767e-07 1.42225e-08 -3.52185e-09 8.92816e-09 7.65049e-07 1.05412e-07 7.12629e-07 -2.29757e-08 -8.36089e-09 7.34285e-07 1.91909e-06 -3.21699e-08 -7.4089e-09 -2.10877e-08
internal_weight=0 3100 2878 222 197 176 2857 2837 2805 2768 2745 2721 2683 2649 2626 2589 73 2516 2494 2470 100 80 54 2370 2350 73 43 2277 2252 2231
internal_count=3121 3100 2878 222 197 176 2857 2837 2805 2768 2745 2721 2683 2649 2626 2589 73 2516 2494 2470 100 80 54 2370 2350 73 43 2277 2252 2231
is_linear=0
shrinkage=0.1


Tree=7569
num_leaves=31
num_cat=0
split_feature=11 132 1185 15 1186 132 0 12 3 12 156 1425 52 12 471 1446 3 16 0 1446 1447 159 1446 403 472 1429 475 1429 474 474
split_gain=2.36314e-09 2.22241e-09 1.04671e-08 5.32478e-09 3.51818e-09 2.29894e-09 3.06923e-09 3.3936e-09 6.02692e-09 2.80295e-09 2.07788e-09 4.42143e-09 3.4918e-09 7.00901e-09 3.32561e-09 3.64495e-09 9.20731e-09 1.61024e-08 8.84778e-09 6.59818e-09 1.98148e-08 1.77184e-08 1.28355e-08 1.02068e-08 3.00305e-09 4.61475e-09 1.33309e-08 6.92963e-09 6.88565e-09 2.10484e-08
threshold=-0.072629999999999986 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.096579999999999985 -0.09515499999999999 0.11418000000000002 -0.080104999999999996 0.087385000000000004 0.32523500000000005 0.10129000000000002 -0.56741999999999992 0.083985000000000018 0.10338500000000002 0.092750000000000013 -0.082879999999999995 -0.026164999999999997 -0.091069999999999984 0.085345000000000018 -0.086359999999999978 -0.025079999999999995 0.083715000000000026 -0.55276999999999987 -0.082054999999999975 -0.069929999999999978 0.016915000000000003 -0.026244999999999997 0.089130000000000015 0.090685000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 8 9 -8 11 12 13 -4 15 19 -17 18 -18 22 -21 -22 23 -14 -25 26 -26 -27 -29 -30
right_child=1 2 10 -5 -6 -7 7 -9 -10 -11 -12 -13 14 -15 -16 16 17 -19 -20 20 21 -23 -24 24 25 27 -28 28 29 -31
leaf_value=-1.0572319448935256e-06 7.1079812711944289e-07 2.255082294563441e-06 -3.0798224718802721e-07 -1.6724935065326463e-06 -1.3466456456020145e-06 5.1281866103269549e-07 -1.778180035216792e-08 -1.484784357767939e-06 1.2057583190157443e-06 -1.6919830224182421e-06 1.0053823754809682e-06 -1.3170148765766499e-06 -1.9782203966000316e-06 2.2786029308008437e-06 -1.1669965104488257e-06 1.9768555248309428e-06 -8.0781350416972694e-08 -1.5046002617007044e-06 2.7888785260594371e-06 -3.6285997354212899e-06 1.3808363906424053e-06 -2.0653383307944753e-06 1.8945519523564753e-06 -9.4903773915078207e-07 2.3455366776185354e-06 -1.8481997722119558e-06 -8.1645557467406133e-07 -1.9026896592241746e-08 3.7167173883290167e-06 1.7711535781202093e-07
leaf_weight=21 26 21 22 25 21 62 20 26 22 20 21 25 26 20 24 33 22 38 21 20 37 25 36 32 30 20 24 2256 20 105
leaf_count=21 26 21 22 25 21 62 20 26 22 20 21 25 26 20 24 33 22 38 21 20 37 25 36 32 30 20 24 2256 20 105
internal_value=0 7.15954e-09 3.06755e-08 -2.977e-07 -1.23234e-07 2.27415e-08 -2.43792e-07 -5.2583e-07 -1.23687e-07 -8.54882e-07 1.43253e-08 6.98668e-09 1.87619e-08 9.23725e-07 5.03544e-09 1.52827e-08 5.68866e-07 -4.75988e-09 1.32068e-06 -8.70377e-09 -8.9164e-07 -8.75019e-09 1.96998e-08 -7.15837e-09 1.34478e-08 2.59935e-08 9.40207e-07 5.43223e-09 2.10024e-08 7.43452e-07
internal_weight=0 3100 2878 222 197 176 114 88 62 40 2857 2836 2811 42 2769 2745 114 81 43 2631 82 62 2549 2513 2487 2455 54 2401 2381 125
internal_count=3121 3100 2878 222 197 176 114 88 62 40 2857 2836 2811 42 2769 2745 114 81 43 2631 82 62 2549 2513 2487 2455 54 2401 2381 125
is_linear=0
shrinkage=0.1


Tree=7570
num_leaves=31
num_cat=0
split_feature=132 1186 1185 52 13 2 133 399 1204 2 42 47 10 47 1 47 44 1456 52 52 47 1 131 1419 483 471 1420 1452 1213 160
split_gain=2.14512e-09 6.45693e-08 3.96588e-08 6.26975e-09 2.84123e-09 2.38364e-09 8.99011e-09 2.71813e-09 2.33772e-09 6.51707e-09 4.28474e-09 2.43395e-09 2.36934e-08 1.75419e-08 3.76148e-08 8.05415e-09 3.64075e-09 1.24169e-08 4.18093e-09 9.984e-09 6.13796e-09 6.07109e-09 3.86595e-09 3.64046e-09 1.7626e-08 1.47034e-08 4.62496e-09 4.64179e-09 3.58474e-09 2.97922e-08
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 0.056795000000000005 0.10045500000000002 -0.40071499999999999 0.089300000000000004 -0.077669999999999989 0.080205000000000012 -0.078304999999999986 0.094160000000000008 -0.0026549999999999994 0.089640000000000011 0.093575000000000019 0.097970000000000015 0.099360000000000018 -0.077349999999999988 -0.0027449999999999996 -0.034054999999999995 0.10843500000000002 0.111945 0.096290000000000014 0.086505000000000012 0.087520000000000014 0.088960000000000025 -0.079539999999999986 -0.073879999999999987 0.04198000000000001 -0.025879999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -8 9 -4 -11 13 -13 23 -15 -14 17 -17 19 22 -20 -22 -19 26 25 -25 -10 -28 -29 -30
right_child=2 -3 8 -5 -6 -7 7 -9 11 10 -12 12 15 14 -16 16 -18 18 20 -21 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-2.0414477564127783e-06 -4.2524321532834047e-06 5.4400168850902858e-06 2.0073659762622561e-06 -1.6579929146181322e-06 9.9066794963737661e-07 6.4314636018833784e-07 3.9875848896297532e-07 -8.0586722963114607e-07 -1.3247965005836739e-06 -1.149971466843237e-06 6.8832542901020597e-07 3.5897051702704632e-06 -1.7253083749816751e-06 -5.2023496186848214e-06 7.8973289419081993e-07 2.6347509858515833e-06 -9.5291355557947097e-07 5.613555809389455e-07 1.6553330648562363e-06 -2.2588247245184077e-06 -1.1395971276734989e-06 7.6138740122847344e-07 -1.0185737497046095e-06 -2.3105502388413397e-06 3.2172000152286278e-06 1.163887355694481e-06 1.4372274413496847e-06 -5.7697430970646926e-08 4.0455284917584322e-06 -4.81358569004442e-08
leaf_weight=26 22 22 22 28 23 27 67 26 27 21 32 20 24 20 22 21 25 59 33 22 28 42 21 21 20 29 22 2169 20 160
leaf_count=26 22 22 22 28 23 27 67 26 27 21 32 20 24 20 22 21 25 59 33 22 28 42 21 21 20 29 22 2169 20 160
internal_value=0 3.01797e-07 -2.27686e-08 -2.72015e-07 -4.23849e-08 -2.05126e-07 -3.97591e-07 6.19814e-08 9.5413e-09 5.60521e-07 -4.00564e-08 -5.19077e-09 2.66525e-07 -3.71255e-08 -2.06364e-06 2.48395e-08 1.92184e-07 3.18854e-07 8.16162e-08 -3.72198e-07 5.31025e-07 9.9359e-10 1.46624e-07 -2.63866e-09 7.08217e-07 -2.95376e-07 -2.33892e-08 -8.56933e-09 -2.21102e-08 4.06716e-07
internal_weight=0 219 2902 197 169 146 119 93 2880 75 53 2805 295 2510 42 275 251 226 205 102 103 70 80 2468 70 50 2398 2371 2349 180
internal_count=3121 219 2902 197 169 146 119 93 2880 75 53 2805 295 2510 42 275 251 226 205 102 103 70 80 2468 70 50 2398 2371 2349 180
is_linear=0
shrinkage=0.1


Tree=7571
num_leaves=31
num_cat=0
split_feature=1447 157 1447 403 1447 1446 1451 1453 51 1455 160 1455 1420 1447 15 479 1420 480 1446 160 484 1375 484 16 2 1455 13 482 52 1370
split_gain=2.12613e-09 8.72158e-09 6.31531e-09 1.05346e-08 6.77121e-09 4.2232e-09 3.8974e-09 4.28004e-09 4.77068e-09 4.15849e-09 1.00554e-08 8.85075e-09 3.69048e-09 3.95722e-09 1.85409e-08 8.779e-09 3.99188e-09 3.36368e-09 3.60582e-09 1.36239e-08 3.88743e-09 1.236e-08 1.40543e-08 2.41499e-08 7.54223e-09 6.64305e-09 6.58678e-09 6.2142e-09 6.18621e-09 5.47138e-09
threshold=-0.086849999999999997 -0.081579999999999986 -0.086279999999999982 -0.56738999999999995 -0.085644999999999985 0.037915000000000011 0.087145000000000014 1.0000000180025095e-35 -0.46621499999999999 -0.097209999999999977 -0.011159999999999998 -0.089344999999999994 -0.08341999999999998 -0.082344999999999988 0.087685000000000013 0.10713500000000002 -0.078304999999999986 0.10711000000000002 0.092750000000000013 -0.063384999999999983 -0.023814999999999996 0.084795000000000023 -0.093244999999999981 -0.0048099999999999992 0.094095000000000012 0.0034400000000000008 -0.086804999999999979 0.11117500000000001 -0.034054999999999995 0.077860000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -3 7 8 -6 10 -10 -11 -13 14 -14 16 -15 18 20 -20 21 22 24 26 25 28 -24 29 -18 -22
right_child=2 5 3 4 6 -7 -8 -9 9 11 -12 12 13 15 -16 -17 17 -19 19 -21 27 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.2068553593354326e-06 -1.6644865562066909e-06 9.6401528599412622e-07 2.179121984175419e-06 -1.8065104079650631e-06 1.2267920296028846e-06 -7.4450606155970984e-07 1.0153999498372188e-06 -1.43988729362155e-06 -2.548631447921036e-06 1.9920096986228682e-06 5.844151769451856e-07 1.0297422358524439e-06 5.9461847827790854e-07 -1.4430209989768629e-06 -3.2866806691345121e-06 1.7766835275812843e-06 -2.3638929032391129e-06 -1.2035610666316645e-06 -5.9406688457386281e-07 2.5215437215138085e-06 3.3990692843770229e-09 1.8328113510919637e-06 6.8814067120115399e-07 -3.5275691757490406e-06 1.3680391475036556e-06 1.0925750112278366e-06 -1.2590956041429691e-06 1.5150335342552894e-06 -7.5442354348827711e-08 -1.6576854977756741e-06
leaf_weight=22 23 23 22 21 31 39 37 21 21 22 20 33 32 20 20 27 21 24 32 25 2327 22 32 37 35 20 38 27 27 20
leaf_count=22 23 23 22 21 31 39 37 21 21 22 20 33 32 20 20 27 21 24 32 25 2327 22 32 37 35 20 38 27 27 20
internal_value=0 4.96279e-07 -1.37319e-08 -1.13494e-09 -1.71662e-08 -1.107e-07 -4.51857e-09 -1.73805e-08 -7.12559e-09 -2.03981e-08 -1.02032e-06 -5.96777e-09 -2.15604e-08 -3.4013e-08 -8.98189e-07 -1.75766e-08 -3.54728e-08 -2.4996e-08 -1.43743e-08 7.72429e-07 -3.15838e-08 -4.22281e-07 -6.58529e-07 -1.46117e-06 1.75283e-07 -4.38635e-07 -3.6893e-07 6.59723e-09 -1.07664e-06 -1.07559e-08
internal_weight=0 84 3037 3014 2992 62 2971 2934 2913 2882 41 2841 2819 2786 52 2734 2707 2687 2663 57 2606 232 210 107 103 68 70 2374 48 2347
internal_count=3121 84 3037 3014 2992 62 2971 2934 2913 2882 41 2841 2819 2786 52 2734 2707 2687 2663 57 2606 232 210 107 103 68 70 2374 48 2347
is_linear=0
shrinkage=0.1


Tree=7572
num_leaves=31
num_cat=0
split_feature=40 4 33 9 3 47 9 47 47 47 1453 51 124 148 447 2 12 133 47 0 1 1 1452 48 47 2 3 4 132 2
split_gain=2.09962e-09 7.54855e-09 2.66841e-09 2.40319e-09 1.37834e-08 3.87266e-09 5.23422e-08 3.51147e-08 1.21726e-08 4.41649e-09 3.7853e-09 7.08995e-09 3.64369e-09 3.63457e-09 6.36368e-09 3.47443e-09 3.53685e-09 3.54821e-09 4.22292e-09 4.58304e-09 7.65706e-09 3.56389e-09 3.2901e-09 3.3132e-09 3.40827e-09 9.35169e-09 7.94011e-09 4.81316e-09 4.11669e-09 1.37979e-08
threshold=-0.24620999999999996 0.63556000000000001 -0.044254999999999996 0.091600000000000015 -0.13309499999999996 0.094160000000000008 0.084755000000000011 0.096475000000000019 0.091340000000000018 0.089640000000000011 -1.0000000180025095e-35 -0.41904999999999998 0.10545000000000002 -0.10069499999999999 0.094580000000000011 0.14445500000000003 -0.040564999999999997 0.095000000000000015 0.10019500000000002 -0.064339999999999994 0.111945 0.092695000000000013 0.11396500000000002 0.11714000000000001 1.0000000180025095e-35 0.084145000000000011 -0.06977499999999999 -0.51843499999999987 0.087955000000000019 0.084305000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 8 -7 9 12 -9 -12 13 -4 22 16 -13 18 -18 20 21 -20 23 24 27 -26 -27 -15 -29 -30
right_child=1 -3 3 4 -6 7 -8 10 -10 -11 11 15 -14 14 -16 -17 17 -19 19 -21 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=1.0213078098786355e-06 1.1296817103270552e-06 -1.8960918022717774e-06 1.0699419392274708e-06 1.2405294363642975e-06 -2.1485898713535789e-06 4.3966077006984964e-06 -4.8866368615563267e-06 1.395033833659909e-06 2.4091986926491483e-06 -1.4188723732579755e-06 -1.7957355242158104e-06 1.1263955644682103e-06 1.3485172064520158e-06 -1.3544514962810745e-06 -1.607041094757733e-06 -1.0848922272543861e-06 1.2460198975293766e-06 1.3217635387263728e-06 -2.3467102635315256e-08 -1.5352903441604821e-06 1.2845473570381949e-06 -1.2856376932696939e-06 1.0552753032055175e-06 1.0286808840949866e-06 -6.0835596101289988e-07 1.9153257355242204e-07 2.6875152865402951e-06 4.5424701001734477e-09 1.1478332018961218e-06 -8.8741461499865093e-07
leaf_weight=20 21 21 31 21 28 20 22 20 21 22 21 37 20 28 25 22 21 20 62 24 33 35 29 30 38 25 26 2175 42 161
leaf_count=20 21 21 31 21 28 20 22 20 21 22 21 37 20 28 25 22 21 20 62 24 33 35 29 30 38 25 26 2175 42 161
internal_value=0 -6.59322e-09 6.28973e-09 -1.42234e-09 -6.9611e-07 9.88653e-09 -2.88926e-08 3.41663e-07 1.10889e-08 -7.90068e-09 6.67517e-08 -2.98507e-08 3.90212e-09 -6.40144e-09 -1.93393e-08 1.16148e-07 2.30039e-07 5.99616e-08 -8.42444e-08 -2.65644e-07 -3.12478e-08 -4.78889e-07 -3.79794e-09 -1.59616e-08 -2.85224e-08 5.79171e-07 1.46399e-06 -5.10015e-08 -3.56539e-08 -4.66329e-07
internal_weight=0 3101 3080 3059 49 3010 2695 315 2673 2652 295 275 2630 2610 2579 254 232 195 175 154 130 97 2554 2525 2495 89 51 2406 2378 203
internal_count=3121 3101 3080 3059 49 3010 2695 315 2673 2652 295 275 2630 2610 2579 254 232 195 175 154 130 97 2554 2525 2495 89 51 2406 2378 203
is_linear=0
shrinkage=0.1


Tree=7573
num_leaves=31
num_cat=0
split_feature=142 11 147 147 34 34 9 10 2 147 45 1429 156 1429 51 457 150 12 12 1212 0 47 10 2 2 43 15 402 16 43
split_gain=2.27781e-09 5.01711e-09 3.23985e-09 3.66726e-09 2.91808e-09 7.83306e-09 3.87436e-09 7.92587e-09 1.54027e-08 2.45219e-09 2.37543e-09 5.03062e-09 8.98459e-09 3.94669e-09 2.88764e-09 1.2428e-08 6.59351e-09 3.7966e-09 1.33903e-08 1.10419e-08 1.39978e-08 4.96162e-08 4.51987e-08 4.3657e-08 1.61256e-08 1.39977e-08 1.36067e-08 1.94264e-08 2.67032e-08 3.3074e-08
threshold=-0.057499999999999989 -0.014494999999999999 0.099730000000000027 0.093875000000000014 -0.085739999999999983 -0.14308499999999999 0.092410000000000006 0.053330000000000009 -0.080614999999999978 0.090755000000000016 0.084355000000000013 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.123935 0.41022000000000008 0.084495000000000015 0.084535000000000013 0.084290000000000018 0.087615000000000012 -0.10224499999999999 0.092710000000000015 -0.013164999999999998 0.082275000000000015 0.082850000000000021 -0.014584999999999999 0.087575000000000014 0.094195000000000015 -0.076354999999999992 -0.081674999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -6 10 11 -10 13 -13 15 17 -16 18 19 20 21 23 -22 -15 25 -24 27 28 29 -26
right_child=1 2 -4 -5 6 -7 -8 -9 9 -11 -12 12 -14 14 16 -17 -18 -19 -20 -21 22 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=9.7044509364726176e-07 -1.5122932971032491e-06 6.1753929588545282e-07 9.4632479772371882e-07 -1.1904849823342655e-06 2.7824908829643392e-06 -1.9462859180171459e-06 1.0606803915180762e-06 -1.8467549760807199e-06 -1.6008388740829105e-06 1.1012152290845733e-06 7.7545147570091159e-07 -1.4240875231052998e-06 2.1027136068596519e-06 3.7965786562975926e-06 -1.6177599013957697e-07 2.2736239638258367e-06 -2.0968921587284838e-06 6.674270751290979e-08 -2.4274955780338833e-06 -2.1058423448670916e-06 3.8122534625565954e-06 -4.0050012459589099e-06 -3.9880982383850169e-07 -5.2558382593790029e-07 5.4083361389768382e-06 -3.3615481575133757e-06 2.7797749117737462e-06 -2.8649456413631926e-06 -1.5676174410086043e-07 5.8481440929499104e-07
leaf_weight=24 22 22 36 26 20 26 35 23 20 20 38 20 20 26 109 24 21 1827 26 27 34 37 52 231 21 23 21 20 226 44
leaf_count=24 22 22 36 26 20 26 35 23 20 20 38 20 20 26 109 24 21 1827 26 27 34 37 52 231 21 23 21 20 226 44
internal_value=0 -7.53257e-09 3.23319e-09 -7.93867e-09 2.26585e-09 -7.71199e-07 1.47874e-08 2.29377e-09 1.69233e-08 -2.23544e-09 -9.93303e-09 -2.04826e-08 -9.23047e-09 -2.43753e-08 -1.42654e-08 8.39993e-09 -4.74372e-07 -1.23899e-08 -1.95861e-07 -1.19716e-07 -4.67563e-08 -5.81238e-07 3.09565e-07 -8.83223e-08 1.69567e-08 -1.30738e-06 3.1613e-07 1.49774e-07 3.56972e-07 2.14318e-06
internal_weight=0 3097 3075 3039 3013 48 2965 2930 2907 2887 2867 2829 2809 2789 2769 2639 130 2615 788 762 735 294 441 257 407 75 332 311 291 65
internal_count=3121 3097 3075 3039 3013 48 2965 2930 2907 2887 2867 2829 2809 2789 2769 2639 130 2615 788 762 735 294 441 257 407 75 332 311 291 65
is_linear=0
shrinkage=0.1


Tree=7574
num_leaves=31
num_cat=0
split_feature=10 0 10 0 0 33 45 142 15 9 9 453 124 51 133 0 132 12 3 4 1 16 160 42 129 130 50 15 2 151
split_gain=2.28494e-09 2.78916e-08 2.74001e-08 5.34411e-09 4.25299e-09 3.82621e-09 3.12316e-09 6.4946e-09 2.82717e-09 2.12828e-08 1.6955e-08 7.40073e-09 6.3287e-09 6.85342e-09 7.61313e-09 8.46191e-09 9.73663e-09 7.4121e-09 5.8264e-09 2.33131e-08 6.32189e-09 5.93258e-09 4.65137e-09 4.59664e-09 4.50473e-09 4.64535e-09 1.62768e-08 5.72994e-09 2.09967e-08 1.26397e-08
threshold=-0.011559999999999999 -0.10224499999999999 -0.086389999999999981 -0.080119999999999983 -0.040504999999999992 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 -0.10203999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084790000000000018 -0.086724999999999983 -0.10316499999999999 -0.078539999999999985 -0.098289999999999975 -1.0000000180025095e-35 0.087215000000000015 -0.079594999999999985 0.0082450000000000006 0.11785500000000002 -0.50690499999999983 -0.083899999999999988 0.10306000000000001 -0.077709999999999987 -1.0000000180025095e-35 0.087000000000000008 -0.094549999999999981 0.086100000000000024 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2 7 -7 9 -9 -10 12 -11 -14 15 17 -17 -15 20 -20 -16 -21 -23 -24 -12 26 -26 28 -27 -30
right_child=5 2 -4 4 -6 6 -8 8 10 11 24 -13 13 14 18 16 -18 -19 19 21 -22 22 23 -25 25 27 -28 -29 29 -31
leaf_value=-3.3998170322320222e-06 1.1806203409443179e-06 -2.0422579427759046e-06 3.1959938078216512e-06 6.7670176137873008e-07 -1.1919291301594404e-06 1.7292176566611901e-06 -9.196114538509745e-07 3.0681525749969296e-06 -2.6295266616216396e-06 -1.1626830050656425e-06 -1.1548099983408922e-06 -1.6383625847993245e-06 -1.2886547621677052e-06 -5.398263050241879e-07 -2.31025692030581e-07 6.7424098134601404e-08 -2.8752038349531197e-06 1.8943120876842429e-06 4.2546002043764022e-06 1.9129501799431673e-06 1.6540100448946372e-06 -1.0418308287347083e-06 1.0543637533070676e-06 -6.0835906444243974e-07 7.1781769678734366e-08 3.5085522142708217e-06 2.4930348775921051e-06 -7.081782512787534e-08 1.7589964541416108e-06 -1.2387179883542278e-06
leaf_weight=25 28 20 25 29 21 22 36 25 25 33 34 24 26 29 93 23 22 22 20 27 22 22 60 23 175 21 33 2095 22 39
leaf_count=25 28 20 25 29 21 22 36 25 25 33 34 24 26 29 93 23 22 22 20 27 22 22 60 23 175 21 33 2095 22 39
internal_value=0 -4.27891e-07 3.54195e-07 -6.60733e-07 -1.08123e-07 1.71103e-08 6.15227e-09 1.74997e-08 4.58111e-09 2.28916e-07 -3.8652e-08 6.97661e-08 1.66911e-07 2.79704e-07 3.92038e-07 -3.71707e-07 -1.37119e-06 5.10194e-07 6.66643e-07 1.07297e-06 1.2959e-07 5.90901e-07 2.50946e-07 5.93609e-07 -1.18757e-08 4.41767e-09 4.55923e-07 -3.87211e-08 7.81311e-07 -1.57575e-07
internal_weight=0 120 95 70 50 3001 2973 2937 2915 471 2444 446 422 389 363 96 45 51 267 152 115 132 105 83 2419 2385 208 2177 82 61
internal_count=3121 120 95 70 50 3001 2973 2937 2915 471 2444 446 422 389 363 96 45 51 267 152 115 132 105 83 2419 2385 208 2177 82 61
is_linear=0
shrinkage=0.1


Tree=7575
num_leaves=31
num_cat=0
split_feature=132 1185 393 50 16 3 400 2 156 1429 1212 16 1210 402 131 1212 402 401 133 133 402 403 1212 1212 1209 1210 401 390 132 129
split_gain=2.06768e-09 1.1491e-08 4.49165e-09 2.66639e-09 2.37414e-09 6.17478e-09 2.43297e-09 2.96212e-09 2.0711e-09 4.3281e-09 2.10367e-09 3.03976e-08 5.37737e-08 2.06206e-08 4.54696e-09 6.6653e-09 4.82136e-09 4.57175e-09 8.45362e-09 8.38048e-09 5.62415e-09 4.32524e-09 5.42931e-09 3.96439e-09 4.10467e-09 1.18159e-08 4.6998e-09 4.8478e-09 4.07392e-09 5.03733e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.10483000000000002 0.09227500000000001 -0.095094999999999985 -0.073309999999999986 -0.016164999999999995 0.085485000000000019 0.3248100000000001 -0.23166999999999996 -0.089544999999999986 -0.092484999999999984 -0.026879999999999998 0.23460000000000003 0.13612500000000002 0.13631000000000001 0.113945 -0.13200999999999999 0.5140450000000002 0.51114000000000004 -0.17973499999999998 0.62200000000000011 -0.21450499999999997 -0.082209999999999991 -0.065739999999999979 -0.065674999999999983 0.09530000000000001 0.088375000000000023 0.11297500000000001 0.080675000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6 9 -3 11 -11 -13 14 15 16 17 18 -12 20 -19 22 -14 -22 25 -25 27 28 -26 -30
right_child=1 8 -4 -5 5 -7 -8 -9 -10 10 13 12 21 -15 -16 -17 -18 19 -20 -21 23 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-7.1503962196990924e-07 2.353232086231098e-06 1.4103133707976669e-06 -1.4545422868797357e-06 -1.0414134303952475e-06 9.3624114845576006e-07 1.2977623091620972e-06 -8.1697399816850798e-07 -5.3174456011388601e-07 -9.3963382586598918e-07 -2.5233629068160165e-06 2.081896393284641e-06 5.8455561858750115e-06 1.2315202056730582e-06 -2.8752927773894045e-06 1.2554224270913972e-06 -1.4380624378418362e-06 1.296192359122556e-06 1.3605431949296569e-06 -3.5412347756391685e-07 -1.6817917523326287e-06 1.2620319968921954e-06 -1.066609362254667e-06 -8.0402008620694695e-07 7.1550743699765959e-07 7.4305926594038108e-09 -2.3960681573953482e-06 -1.2989589874580686e-06 1.4489839313485035e-06 1.1172112209578699e-07 -2.1326782548669598e-06
leaf_weight=34 21 22 29 27 28 38 39 27 23 28 29 20 38 25 29 32 29 30 28 30 24 24 20 23 2307 26 28 23 20 20
leaf_count=34 21 22 29 27 28 38 39 27 23 28 29 20 38 25 29 32 29 30 28 30 24 24 20 23 2307 26 28 23 20 20
internal_value=0 2.25092e-08 -2.94147e-07 -1.19787e-07 3.01162e-08 2.2205e-07 -2.12812e-07 2.15594e-07 5.50253e-09 1.31166e-08 2.26649e-09 3.95198e-07 1.19637e-06 -1.66314e-08 1.00551e-08 -3.57858e-09 1.39619e-08 -4.06197e-10 8.85255e-07 -2.03519e-08 -4.2264e-10 6.24237e-08 5.2961e-07 -1.69459e-08 -2.949e-08 -9.35533e-07 -1.09762e-08 4.24045e-09 -9.91767e-09 -1.01048e-06
internal_weight=0 2899 222 193 166 132 94 55 2878 2855 2833 130 102 2703 2678 2649 2617 2588 57 2531 2501 82 58 2471 2447 49 2398 2370 2347 40
internal_count=3121 2899 222 193 166 132 94 55 2878 2855 2833 130 102 2703 2678 2649 2617 2588 57 2531 2501 82 58 2471 2447 49 2398 2370 2347 40
is_linear=0
shrinkage=0.1


Tree=7576
num_leaves=31
num_cat=0
split_feature=401 1210 1210 403 484 2 13 2 50 2 402 13 2 2 403 128 16 403 132 50 130 403 1210 0 1212 52 2 13 1183 129
split_gain=2.6384e-09 3.68486e-09 4.10122e-09 3.21326e-09 1.40008e-08 1.07496e-08 3.4407e-08 1.12409e-08 8.00758e-09 8.00339e-09 1.06953e-08 1.36163e-08 2.38425e-08 2.25288e-08 1.25987e-08 5.14896e-09 7.67791e-09 4.25013e-09 2.91359e-08 8.30659e-08 6.78952e-08 1.95041e-08 3.30389e-08 1.9021e-08 2.52741e-08 2.26989e-08 2.59979e-08 1.5617e-08 3.86473e-09 4.76991e-09
threshold=0.13837000000000002 -0.38516499999999992 -0.099939999999999987 -0.085804999999999979 -0.081614999999999979 0.084145000000000011 -0.084034999999999985 0.084985000000000019 0.090805000000000011 0.086000000000000007 -0.45454999999999995 -0.080519999999999994 0.094215000000000007 0.10097500000000002 -0.53101999999999994 0.084155000000000021 -0.087484999999999993 -0.014954999999999998 -0.083284999999999984 0.093975000000000017 0.0062100000000000011 -0.0047449999999999992 -0.064799999999999983 -0.085804999999999979 0.087615000000000012 0.0031350000000000002 0.088665000000000008 -0.085584999999999981 -0.073809999999999973 -0.077709999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -7 15 -9 -11 -12 14 -14 -13 16 -8 18 20 23 -5 -19 -23 27 -25 -26 -27 -20 -24 -30
right_child=-2 2 3 17 5 7 8 9 -10 10 11 12 13 -15 -16 -17 -18 21 19 -21 -22 22 28 24 25 26 -28 -29 29 -31
leaf_value=1.0586237012279472e-06 -1.1171148153315309e-06 -1.1481289045568408e-06 -2.2451666371212232e-06 -1.2599289466054742e-06 4.965337300859574e-06 -1.6316306516728221e-06 -2.1795263045359683e-06 1.8155083186381188e-06 1.6934419298714992e-06 2.0352076868827381e-06 -2.3257951773722689e-06 -3.0413563034617903e-06 4.4314602314443621e-06 3.0338733289716822e-07 -2.1307803028740016e-07 1.0536830024202951e-06 3.499509434488703e-07 2.2550299665848988e-06 -3.8690787339814763e-06 -7.1396438170268088e-06 5.7342302561071697e-06 -3.7200380096654351e-06 1.2991681395298519e-06 2.4882324934974588e-06 1.1216950761381114e-06 -4.8642162067835678e-06 2.3460196274527334e-07 -1.4233624896901761e-07 -1.2562629336324942e-06 1.2960512756897825e-08
leaf_weight=33 21 31 21 35 20 35 21 30 35 24 26 21 20 39 63 24 28 38 23 20 23 24 23 38 37 20 20 22 30 2276
leaf_count=33 21 31 21 35 20 35 21 30 35 24 26 21 20 39 63 24 28 38 23 20 23 24 23 38 37 20 20 22 30 2276
internal_value=0 7.55838e-09 -3.75077e-09 7.93425e-09 2.69403e-07 4.06206e-07 1.15542e-06 3.45015e-08 4.49884e-07 2.96002e-07 5.98094e-08 -2.2072e-07 1.6202e-07 1.70273e-06 -9.20148e-07 -1.46343e-07 -7.34111e-07 -3.25442e-08 -4.35546e-07 -1.06361e-06 1.51362e-06 7.57061e-09 -2.87249e-08 -3.04106e-07 3.77941e-07 -6.63501e-07 -2.31481e-06 -2.04712e-06 9.31348e-09 -3.5515e-09
internal_weight=0 3100 3067 3036 407 386 128 258 108 223 193 169 143 59 84 73 49 2629 238 180 58 2391 2353 160 115 77 40 45 2329 2306
internal_count=3121 3100 3067 3036 407 386 128 258 108 223 193 169 143 59 84 73 49 2629 238 180 58 2391 2353 160 115 77 40 45 2329 2306
is_linear=0
shrinkage=0.1


Tree=7577
num_leaves=31
num_cat=0
split_feature=401 1210 1210 403 3 132 132 123 1211 50 1 16 1211 1186 393 394 390 39 33 15 47 47 47 43 133 133 1371 480 159 483
split_gain=2.13712e-09 2.98471e-09 3.32202e-09 2.92646e-09 6.20154e-09 3.40559e-09 4.63535e-09 5.29255e-09 2.99534e-09 1.05317e-08 8.65341e-09 6.47924e-09 3.41423e-09 3.04647e-09 2.92983e-09 3.06731e-09 3.79177e-09 3.01677e-09 9.32209e-09 7.32208e-09 4.63022e-09 2.15791e-08 1.75755e-08 4.02686e-09 3.72749e-09 1.67111e-08 1.65151e-08 1.18651e-08 1.03355e-08 1.38023e-08
threshold=0.13837000000000002 -0.38516499999999992 -0.099939999999999987 0.51291000000000009 -0.078244999999999995 -0.43443999999999999 -0.41094499999999995 -0.078164999999999998 0.087635000000000005 0.096900000000000014 0.087325000000000014 -0.088909999999999989 0.11986000000000001 -0.095479999999999982 0.11333500000000001 -0.14580499999999996 0.087590000000000015 -1.0000000180025095e-35 -0.009184999999999997 -0.03241999999999999 0.094160000000000008 0.096770000000000009 0.091340000000000018 0.0051600000000000005 0.085760000000000017 0.086085000000000009 0.083235000000000017 0.11240000000000001 -0.015149999999999999 0.041590000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -7 -8 13 10 11 -10 -13 -9 15 -15 17 19 -19 -17 22 -22 24 -23 27 -26 -27 28 29 -20
right_child=-2 2 3 4 -6 6 7 8 9 -11 -12 12 -14 14 -16 16 -18 18 20 -21 21 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=9.5276126020590638e-07 -1.0054034186439475e-06 -1.0333161222045038e-06 -1.0305779717612041e-06 -3.7905384769623025e-07 2.0512203058214731e-06 1.4870284182677552e-06 -1.4243904933900574e-06 -1.0166519222328439e-06 1.5281994982225506e-06 2.1204649700242349e-06 -1.6724960441176035e-06 3.8331200357788476e-07 -1.254555093197496e-06 -9.8557486358785708e-07 1.2024749901229371e-06 -2.5214909166297261e-07 1.0333316276955885e-06 -1.8118768288143749e-06 1.082510556188716e-06 2.2349961272993823e-06 3.5412738998275018e-06 2.6105248501275519e-07 -2.9351703607817728e-06 -1.074730424079462e-06 2.8723911905488691e-06 1.5652159993313727e-07 -2.7589017730633716e-06 -2.1561051231141653e-06 -1.9009326589517768e-07 -5.2822345377953642e-07
leaf_weight=33 21 31 32 21 21 21 26 30 35 30 24 35 20 32 20 29 35 29 155 20 20 232 21 25 22 682 20 28 1290 81
leaf_count=33 21 31 32 21 21 21 26 30 35 30 24 35 20 32 20 29 35 29 155 20 20 232 21 25 22 682 20 28 1290 81
internal_value=0 6.80737e-09 -3.37081e-09 7.14575e-09 8.36083e-07 -4.48263e-09 6.60281e-09 -3.96807e-09 8.70122e-09 4.53374e-07 1.46658e-08 4.64576e-07 -2.12276e-07 -1.4407e-08 -3.43751e-09 -1.23013e-08 -7.18975e-10 -1.43557e-08 -2.89779e-08 7.63012e-07 -8.90648e-09 3.77334e-07 -5.54435e-08 1.31113e-07 -2.88964e-08 1.58511e-07 7.34611e-08 -1.16209e-07 -7.87793e-08 5.29674e-07
internal_weight=0 3100 3067 3036 42 2994 2962 2941 2915 144 114 90 55 2771 2741 2721 2689 2654 2605 49 2576 277 2299 257 2278 724 702 1554 1526 236
internal_count=3121 3100 3067 3036 42 2994 2962 2941 2915 144 114 90 55 2771 2741 2721 2689 2654 2605 49 2576 277 2299 257 2278 724 702 1554 1526 236
is_linear=0
shrinkage=0.1


Tree=7578
num_leaves=31
num_cat=0
split_feature=132 1203 393 50 12 13 15 133 133 12 4 10 16 15 33 45 142 2 1 401 1212 43 1212 402 1213 402 52 1 40 4
split_gain=2.12129e-09 6.25231e-08 3.69072e-08 1.14339e-08 2.44246e-09 4.25356e-09 4.19585e-09 2.83096e-09 2.21945e-09 2.05436e-09 5.9267e-09 2.40189e-09 2.17228e-08 3.84183e-08 5.17069e-09 2.59583e-09 5.28027e-09 2.96171e-09 3.26241e-09 2.98887e-09 2.65183e-09 3.09829e-08 5.7808e-08 2.91494e-08 2.39658e-08 6.51784e-09 3.27938e-09 3.48416e-09 1.25723e-08 7.01749e-09
threshold=-0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 0.11527000000000001 0.054800000000000008 0.090325000000000003 -0.015164999999999998 -0.084614999999999982 0.23631000000000002 0.63113500000000011 -0.011559999999999999 -0.056919999999999991 -0.094549999999999981 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 0.14838000000000004 0.13408500000000004 0.13699500000000003 -0.089544999999999986 -0.0047449999999999992 -0.121045 0.23460000000000003 -0.09280999999999999 0.113945 0.62951500000000016 0.13707500000000003 -0.037979999999999993 0.50996500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 6 7 8 -1 10 11 12 13 -2 -13 16 -16 19 -19 20 21 24 -23 25 -18 26 27 29 -29 -22
right_child=2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 14 -14 -15 15 -17 17 18 -20 -21 23 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-9.2519874783647543e-08 -4.2555364502575311e-06 5.4883699346776537e-06 -4.3035755993514618e-06 -2.51718989204619e-06 1.0174196994566524e-06 -1.3562146004157209e-06 1.4252890549926178e-06 6.1686796671518308e-07 -1.2100325770242543e-06 -9.3424417904632566e-07 1.5794838210088832e-06 1.396184316709642e-06 1.6351518821245532e-06 5.2486754100300457e-07 1.5962520029417994e-06 -8.3805015371751779e-07 5.6163196157522976e-07 1.4589644443919403e-06 -9.986038639908658e-08 -1.1458607628889656e-06 1.2198541281944973e-08 -4.6847748535583382e-08 6.314407553276169e-06 -3.646276960270453e-06 -4.1715242605278033e-06 1.3272609014682139e-06 -1.2853327081074896e-06 2.7473454866822071e-06 -5.8757414846100946e-07 -1.0661056584405245e-06
leaf_weight=52 29 21 20 20 21 24 20 34 27 23 24 27 33 40 21 36 23 29 25 23 2272 50 20 22 20 37 20 20 26 62
leaf_count=52 29 21 20 20 21 24 20 34 27 23 24 27 33 40 21 36 23 29 25 23 2272 50 20 22 20 37 20 20 26 62
internal_value=0 3.00119e-07 -2.26385e-08 -2.5015e-07 4.57327e-09 -1.30903e-07 9.02059e-08 -1.46092e-07 -4.74455e-07 7.06957e-09 1.46422e-08 1.39489e-09 -4.75057e-07 -1.48429e-06 1.91769e-08 5.43732e-09 1.68102e-08 4.28913e-09 7.37286e-07 -1.0964e-08 -8.15227e-10 4.72857e-07 1.77065e-06 -2.25822e-08 -1.63984e-06 1.01307e-08 -1.01751e-08 5.40553e-10 8.62391e-07 -1.64454e-08
internal_weight=0 219 2902 198 178 157 133 113 79 2882 2859 2835 102 69 2733 2706 2670 2649 54 2595 2572 113 70 2459 43 2437 2400 2380 46 2334
internal_count=3121 219 2902 198 178 157 133 113 79 2882 2859 2835 102 69 2733 2706 2670 2649 54 2595 2572 113 70 2459 43 2437 2400 2380 46 2334
is_linear=0
shrinkage=0.1


Tree=7579
num_leaves=31
num_cat=0
split_feature=421 9 12 10 0 11 147 16 2 147 13 9 45 1429 1426 3 1429 2 156 156 51 155 132 2 1211 3 403 43 49 16
split_gain=2.52594e-09 5.89196e-09 4.79986e-09 4.67167e-09 7.4697e-09 6.10368e-09 3.49268e-09 3.4686e-09 1.56428e-08 5.34553e-09 4.39208e-09 3.4648e-09 3.30946e-09 4.82235e-09 9.50664e-09 3.15124e-09 8.80321e-09 1.51832e-08 8.30805e-09 1.57723e-08 9.79199e-09 7.30359e-09 6.61213e-09 7.12042e-08 5.16382e-08 6.59862e-09 2.09747e-08 2.98376e-08 1.54487e-08 2.27695e-08
threshold=-1.0000000180025095e-35 0.092410000000000006 -0.054684999999999991 0.053330000000000009 -0.066689999999999985 -1.0000000180025095e-35 0.10735000000000001 -0.5435399999999998 0.10644500000000001 0.094075000000000006 -1.0000000180025095e-35 0.086220000000000005 0.084355000000000013 -0.23752499999999996 -0.089244999999999977 -0.081734999999999988 -0.026244999999999997 0.087195000000000009 0.091895000000000018 0.10093000000000001 -0.12463499999999998 0.083555000000000004 -0.083284999999999984 0.083935000000000023 0.11048500000000001 -0.084074999999999997 0.0033700000000000002 -0.0017249999999999998 0.086815000000000017 -0.082179999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 8 10 11 -7 12 13 -9 -15 22 17 -17 21 -20 -21 -18 23 -16 25 -24 27 28 29 -27
right_child=1 2 -4 4 -6 6 -8 9 -10 -11 -12 -13 -14 14 15 16 18 -19 19 20 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.1202107191365941e-06 1.6271837049099188e-06 -7.6658109264826633e-08 1.951683126070033e-06 -2.4534100968054422e-06 2.4693304437408059e-07 5.6667619446670875e-07 -1.2096105175866493e-06 -1.5535041529801675e-06 2.7481396140653189e-06 -1.5673069955565471e-06 -1.5290521770339183e-06 -1.3142128932486229e-06 9.098007220487148e-07 2.1245016731492279e-06 6.2382613262457206e-06 4.3844438334331025e-07 -1.0340482786533839e-07 -3.2806267684107933e-06 3.2570724702704216e-06 -1.1965528051221908e-06 1.171295103574721e-06 -1.9833312535411095e-06 1.1621947783908691e-09 -3.649635006712707e-07 -4.2907571629189925e-06 3.1394936606843879e-06 3.3835219350445793e-06 -2.8521090042785445e-06 -1.043860509514087e-06 4.6839614714756636e-07
leaf_weight=20 23 20 28 20 21 20 24 20 24 22 20 20 40 21 20 21 1299 23 21 31 40 21 907 89 27 41 24 27 43 144
leaf_count=20 23 20 28 20 21 20 24 20 24 22 20 20 40 21 20 21 1299 23 21 31 40 21 907 89 27 41 24 27 43 144
internal_value=0 7.22655e-09 1.10654e-06 -1.00571e-08 -1.07031e-06 4.37522e-09 -8.1121e-09 1.61335e-09 7.2981e-07 -1.44517e-08 -4.81188e-07 -2.58544e-09 6.58999e-09 -6.22606e-09 4.82988e-09 -1.11936e-08 -1.1268e-07 -1.50562e-06 -6.92745e-08 8.49535e-07 1.37446e-07 -1.33313e-07 1.0058e-07 8.46637e-07 3.35396e-08 1.31985e-07 5.57276e-07 2.91276e-07 6.63519e-07 1.06037e-06
internal_weight=0 3101 48 3053 41 3012 2989 2965 64 2901 40 2879 2859 2819 2799 2778 1456 44 1412 92 71 1320 1322 109 1213 1186 279 255 228 185
internal_count=3121 3101 48 3053 41 3012 2989 2965 64 2901 40 2879 2859 2819 2799 2778 1456 44 1412 92 71 1320 1322 109 1213 1186 279 255 228 185
is_linear=0
shrinkage=0.1


Tree=7580
num_leaves=31
num_cat=0
split_feature=1213 132 1185 1203 1211 1211 402 13 133 157 475 2 157 157 15 15 43 15 401 133 0 15 15 12 15 15 48 15 43 9
split_gain=2.61293e-09 2.49879e-09 1.14444e-08 7.81791e-09 2.19496e-09 5.62587e-09 2.67111e-09 7.7409e-09 5.60141e-09 2.32873e-09 8.53515e-09 7.00152e-09 4.70779e-09 4.18801e-09 2.75489e-09 1.60525e-08 3.32452e-08 1.51715e-08 5.90793e-09 7.7146e-09 1.43038e-08 5.85107e-09 6.67928e-09 1.35676e-08 1.24479e-08 1.179e-08 3.04225e-08 1.02333e-08 8.60067e-09 8.28977e-09
threshold=0.51370000000000016 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.12162000000000002 0.10678000000000001 -0.45015499999999992 -0.0030199999999999997 0.50628500000000021 0.11933000000000001 -0.24039999999999997 0.10613000000000002 0.099625000000000005 0.084490000000000023 -0.10203999999999998 -0.096999999999999989 -0.010344999999999998 -0.10653 0.094270000000000007 -0.065894999999999981 -0.098289999999999975 -0.094549999999999981 -0.092489999999999989 0.085565000000000016 -0.091604999999999978 -0.088749999999999982 0.08975000000000001 -0.087679999999999994 -0.079734999999999986 0.087755000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 -4 9 12 11 -11 13 14 17 16 -16 18 19 20 -8 -17 23 -23 -24 26 28 -27 -26 -29
right_child=-2 2 4 -5 -6 -7 8 -9 -10 10 -12 -13 -14 -15 15 21 -18 -19 -20 -21 -22 22 24 -25 25 27 -28 29 -30 -31
leaf_value=-1.0979341635602279e-07 1.1393397298320452e-06 2.3435155845791523e-06 -2.0468166519055125e-06 -1.9254031485615996e-06 -8.2306571851376027e-07 1.2348049974615902e-06 2.1432485928991291e-07 6.0869657166525337e-07 1.2451246050204647e-06 9.3017220450519753e-07 1.6305377845296071e-06 -1.3788569184459354e-06 -1.2733034410909267e-06 1.1235521427011008e-06 6.7026385992945014e-07 1.1758543684127523e-06 -4.9630307194092896e-06 2.3665997190155018e-06 1.64040608710407e-06 1.3392489929969053e-07 -2.9175011999313939e-06 -3.2226016628555954e-06 1.9568203565394209e-06 9.7588348779709133e-08 -1.0750140276627464e-06 1.5503468715428982e-06 -4.321456882557275e-06 -7.2885355855774007e-08 1.4292459686278866e-06 1.7608646296594089e-06
leaf_weight=195 20 21 23 27 32 37 35 21 36 24 38 29 30 32 22 39 20 30 22 361 25 20 31 32 32 41 23 1774 24 25
leaf_count=195 20 21 23 27 32 37 35 21 36 24 38 29 30 32 22 39 20 30 22 361 25 20 31 32 32 41 23 1774 24 25
internal_value=0 -7.34632e-09 1.75806e-08 -3.30611e-07 4.9015e-10 9.81562e-09 -6.43558e-09 -7.79413e-07 5.95458e-09 -1.05128e-08 4.86788e-07 -3.33259e-07 -2.77987e-08 -1.33608e-08 -2.75945e-08 -7.70663e-08 -2.01226e-06 1.9027e-07 4.28886e-08 -4.05921e-08 -1.0906e-06 -3.72437e-08 -6.08754e-08 -1.17941e-06 -3.10479e-08 -6.31604e-08 -1.25939e-06 -1.18004e-08 -1.75974e-09 -4.74024e-08
internal_weight=0 3101 2879 222 2858 2826 2789 44 2745 2709 91 53 2618 2588 2556 2083 42 473 443 421 60 2041 2002 52 1950 1919 79 1840 56 1799
internal_count=3121 3101 2879 222 2858 2826 2789 44 2745 2709 91 53 2618 2588 2556 2083 42 473 443 421 60 2041 2002 52 1950 1919 79 1840 56 1799
is_linear=0
shrinkage=0.1


Tree=7581
num_leaves=31
num_cat=0
split_feature=1213 1211 1211 1185 1186 3 160 151 457 51 1 1 1 52 0 1 2 147 2 13 0 14 3 1 15 123 124 39 3 39
split_gain=2.17815e-09 3.00798e-09 6.92796e-09 2.71173e-09 3.84994e-09 2.23043e-09 8.92931e-09 8.68507e-09 8.37323e-09 9.5518e-09 7.56633e-09 1.63361e-08 1.89028e-08 1.65233e-08 5.21179e-08 1.51887e-08 2.66847e-08 9.01278e-09 5.67913e-09 4.97492e-09 4.32893e-09 5.66326e-09 5.60061e-09 3.03484e-08 1.00524e-07 1.54554e-07 6.67904e-08 4.79592e-08 1.25922e-08 2.96573e-08
threshold=0.51049000000000011 0.12162000000000002 0.11301500000000002 -0.10973499999999999 -0.107555 0.0051600000000000005 0.10580000000000002 0.084990000000000024 -0.052389999999999992 -0.22411499999999998 0.081315000000000012 0.085475000000000009 0.08844500000000001 -0.075329999999999994 -0.064754999999999993 0.10937500000000001 0.10644500000000001 0.093875000000000014 0.097385000000000013 -0.16152999999999998 -0.15931499999999996 0.084525000000000003 -0.0096849999999999974 0.09253500000000002 -0.10203999999999998 0.08592000000000001 -0.083584999999999979 0.08733500000000001 -0.013929999999999998 0.087015000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 19 7 8 -7 -10 18 -12 -13 14 -14 16 -15 -17 -11 -6 -21 22 28 27 25 -25 -26 -24 -22 -30
right_child=-2 -3 -4 4 5 6 -8 -9 9 10 11 12 13 15 -16 17 -18 -19 -20 20 21 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=-1.1709975240137283e-06 9.1147070013273789e-07 -1.0394271521211149e-06 1.8568666905594001e-06 1.3465502561194582e-06 -1.4826113901023064e-06 2.0538168796676852e-06 -1.3766897421372534e-06 -1.4690832419826342e-06 2.3673709149547795e-06 2.0253279808457592e-06 -2.2755256709231238e-06 3.0315711910589019e-06 -4.4338863684364089e-06 -1.0008462429421063e-07 1.4128935120997115e-06 2.3559054634079344e-07 4.7584828769231537e-06 -2.0369094295347168e-06 -8.7058404858453301e-08 1.0847031295965922e-06 -3.4163870225439122e-08 -1.4406193570423432e-06 -6.427787364771121e-06 1.0242310996773086e-05 6.2621757456821325e-07 -1.6604079036142139e-06 -7.2753331846797674e-06 3.3824824909474546e-07 4.4370456375223257e-06 -4.6277869662011049e-07
leaf_weight=20 26 28 20 21 24 29 34 26 21 35 29 22 30 26 31 137 20 20 20 34 2259 29 20 20 23 24 20 22 21 30
leaf_count=20 26 28 20 21 24 29 34 26 21 35 29 22 30 26 31 137 20 20 20 34 2259 29 20 20 23 24 20 22 21 30
internal_value=0 -7.65204e-09 1.76749e-09 -1.04091e-08 -2.74083e-09 -1.2167e-08 1.85437e-07 3.04523e-07 4.14318e-07 2.92718e-07 1.74967e-07 -1.39917e-08 2.15325e-07 -1.93626e-08 -1.46257e-06 4.14311e-07 2.01234e-06 -5.38999e-08 1.25719e-06 -4.97165e-08 -3.59717e-08 -5.14105e-08 -3.48926e-08 -6.76136e-07 3.89572e-07 3.74992e-06 -3.04892e-06 -2.88367e-06 9.17063e-10 1.5548e-06
internal_weight=0 3095 3067 3047 3027 3006 480 446 420 391 370 315 286 264 61 203 46 157 55 2526 2502 2468 2439 129 87 44 43 42 2310 51
internal_count=3121 3095 3067 3047 3027 3006 480 446 420 391 370 315 286 264 61 203 46 157 55 2526 2502 2468 2439 129 87 44 43 42 2310 51
is_linear=0
shrinkage=0.1


Tree=7582
num_leaves=31
num_cat=0
split_feature=13 1 120 2 33 10 4 12 13 0 1429 475 0 52 15 15 0 473 1425 472 156 3 13 1420 156 471 2 12 12 0
split_gain=2.07762e-09 3.22549e-09 9.50233e-09 6.7389e-09 3.32098e-09 3.1606e-09 3.80263e-08 4.36695e-08 2.97977e-09 1.28703e-08 7.03429e-09 2.09714e-08 6.69178e-09 8.13628e-09 5.42546e-09 3.96654e-09 3.84505e-09 3.60167e-09 5.07443e-09 8.77214e-09 4.59329e-09 8.82635e-09 7.7915e-09 8.31883e-09 6.90602e-09 1.27527e-08 1.31218e-08 6.21563e-09 1.62776e-08 3.14032e-08
threshold=0.27020000000000005 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 -0.044254999999999996 -0.010699999999999999 0.053180000000000012 -0.069644999999999985 0.10002500000000002 0.12358500000000001 -0.23587499999999997 0.11922500000000001 -0.094654999999999975 0.092965000000000006 0.088235000000000022 -0.0079099999999999986 -0.064754999999999993 -1.0000000180025095e-35 0.09198000000000002 -0.096814999999999998 0.11124500000000001 -0.24190499999999995 0.086705000000000018 -0.085599999999999996 -0.065739999999999979 0.09203500000000002 0.087505000000000013 0.098330000000000015 0.10061500000000002 -0.072594999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 10 12 -7 17 -10 14 15 16 -14 -12 19 -19 21 -21 23 -23 25 26 -25 -26 29 -29
right_child=-2 -3 -4 -5 5 8 -8 -9 9 -11 11 -13 13 -15 -16 -17 -18 18 -20 20 -22 22 -24 24 27 -27 -28 28 -30 -31
leaf_value=1.2634814939225353e-06 -5.8276066319251649e-07 1.2772102908797935e-06 -1.5477849239267435e-06 1.7670064866334462e-06 4.0294341706233658e-07 1.7335591223854863e-06 1.6976176680553832e-06 -5.7651549889731706e-06 1.3504114089560712e-06 2.8018321967238082e-06 1.3390856912565141e-06 -3.1704410308261038e-06 -5.441338316813926e-07 -1.5129540728204512e-06 1.411022848013341e-06 -1.0848163215844883e-06 1.4167455518077078e-06 -2.1081121212773724e-06 1.3821104534354863e-06 -2.0701764264058079e-06 7.707508689082789e-07 -1.8448164000801624e-06 1.6780867641033286e-06 1.7670632223598662e-06 2.0435237190432518e-08 2.8363268485283773e-06 -1.8119508294624948e-06 4.5334811773045656e-07 -1.7096369069893753e-07 -5.1505088484304909e-06
leaf_weight=21 60 20 39 22 24 23 39 22 35 20 20 21 20 35 29 30 20 20 26 21 74 25 27 20 2081 24 21 20 242 20
leaf_count=21 60 20 39 22 24 23 39 22 35 20 20 21 20 35 29 30 20 20 26 21 74 25 27 20 2081 24 21 20 242 20
internal_value=0 1.14261e-08 3.10135e-09 2.32494e-08 1.03761e-08 1.48278e-09 -5.99479e-07 -2.54702e-06 1.92565e-08 4.03043e-07 -7.75859e-09 -2.28038e-08 1.19162e-07 -2.02433e-07 2.60883e-07 -2.15604e-07 4.36306e-07 2.22475e-09 -7.9764e-09 -2.1904e-08 -5.70049e-09 -2.86743e-08 -1.13873e-08 -2.99833e-08 -1.12968e-08 1.00557e-06 -6.60903e-08 -3.92682e-08 -4.79845e-07 -2.34858e-06
internal_weight=0 3061 3041 3002 2980 2959 85 46 2874 189 2685 2662 169 134 99 70 40 2641 2621 2595 2575 2501 2480 2453 2428 65 41 2363 282 40
internal_count=3121 3061 3041 3002 2980 2959 85 46 2874 189 2685 2662 169 134 99 70 40 2641 2621 2595 2575 2501 2480 2453 2428 65 41 2363 282 40
is_linear=0
shrinkage=0.1


Tree=7583
num_leaves=31
num_cat=0
split_feature=1208 1208 1210 401 1212 402 401 1210 1211 1 1 12 3 2 1212 42 1212 1203 1200 12 12 12 2 12 1455 16 1428 13 4 13
split_gain=2.28984e-09 4.4727e-09 3.07787e-09 3.47997e-09 4.52586e-09 4.99519e-09 3.1921e-09 2.65146e-09 2.59105e-09 1.09291e-08 2.54155e-08 1.09235e-08 1.23649e-08 3.69711e-09 3.32444e-09 1.54931e-08 1.43022e-08 3.20908e-09 7.85752e-09 2.99037e-09 2.05598e-08 1.33897e-08 2.81221e-08 2.30129e-08 1.17159e-08 2.91053e-08 1.25681e-08 1.03076e-08 1.17064e-08 1.14167e-08
threshold=0.11846000000000001 0.106285 -0.40154499999999999 0.13729500000000003 0.15049500000000002 0.13597000000000001 0.11602000000000001 -0.099939999999999987 0.087635000000000005 0.094385000000000011 0.089475000000000013 0.090020000000000017 -0.078084999999999988 0.084715000000000013 -0.092474999999999988 0.086835000000000009 -0.087764999999999996 0.089745000000000019 0.084780000000000008 0.089505000000000015 0.089735000000000023 0.088725000000000012 0.09142500000000002 0.089005000000000015 0.11192500000000001 0.63636000000000015 -0.018864999999999996 -0.096404999999999991 -0.50427999999999995 -0.14179999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 14 10 11 13 -13 -10 15 -9 -16 19 -19 21 -21 -18 23 -23 25 26 -22 29 -29 -28
right_child=-2 -3 3 -5 -6 -7 -8 8 9 -11 -12 12 -14 -15 16 -17 17 18 -20 20 24 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=1.1082604379453186e-06 9.345474749212512e-07 -1.3139156233312232e-06 -1.073955479569122e-06 1.3088865534882644e-06 -1.4774964069731921e-06 1.5707850184298878e-06 -1.0412020621212529e-06 -4.2388959816268723e-07 2.0747712981227824e-06 -1.7226497692490741e-06 3.9539280031758174e-06 -2.9034610821554453e-06 6.1291324072954011e-07 3.6717807923025707e-07 -2.6327367818014737e-06 2.9162387195789225e-06 -9.7082786358309258e-09 -1.9339624131475832e-06 5.0514881218077798e-07 2.7657475960762079e-06 2.2508145618233426e-06 -2.2930446549354305e-06 -3.8270904206942288e-06 1.5466138227172968e-06 2.0058973325376429e-06 -3.6821099923164038e-06 3.8832463400749206e-07 -2.4281929129748346e-06 -3.3984345631481885e-08 3.0138547747976023e-06
leaf_weight=25 26 26 23 20 21 20 30 41 21 20 21 20 20 32 21 21 1609 28 25 29 26 27 29 37 30 21 67 21 742 22
leaf_count=25 26 26 23 20 21 20 30 41 21 20 21 20 20 32 21 21 1609 28 25 29 26 27 29 37 30 21 67 21 742 22
internal_value=0 -7.84659e-09 3.21818e-09 -5.85739e-09 -1.45528e-08 -4.32242e-09 -1.4883e-08 -4.45643e-09 3.93895e-09 4.33496e-07 8.11767e-07 1.02247e-07 -1.14527e-06 1.04377e-06 -1.66478e-08 7.07444e-07 -3.30683e-08 -1.29456e-08 -7.83438e-07 2.40634e-09 1.43731e-07 -7.71409e-08 -1.2438e-06 -7.32421e-08 6.18815e-08 -2.99111e-09 8.5006e-08 1.89133e-08 -9.988e-08 1.03733e-06
internal_weight=0 3095 3069 3044 3024 3003 2983 2953 2930 134 114 93 40 53 2796 62 2734 2713 53 2660 958 1702 93 64 929 899 878 852 763 89
internal_count=3121 3095 3069 3044 3024 3003 2983 2953 2930 134 114 93 40 53 2796 62 2734 2713 53 2660 958 1702 93 64 929 899 878 852 763 89
is_linear=0
shrinkage=0.1


Tree=7584
num_leaves=31
num_cat=0
split_feature=97 34 4 33 9 10 2 132 1186 1185 1203 1213 403 3 3 42 42 481 133 1447 1213 3 481 1209 4 1211 3 1210 42 1213
split_gain=2.11491e-09 9.81146e-09 6.64713e-09 4.78612e-09 2.29996e-09 5.91085e-09 7.05455e-09 2.35056e-09 5.65354e-08 3.6977e-08 5.84606e-09 2.45242e-09 1.55005e-08 1.05027e-08 8.10047e-09 7.16882e-09 9.04369e-09 6.88118e-09 3.60746e-08 4.04327e-08 3.17743e-08 8.15204e-09 7.88812e-09 4.33467e-09 4.30664e-09 4.18885e-09 4.07234e-09 3.99937e-09 3.49444e-08 5.74779e-08
threshold=-0.079444999999999988 -0.08786999999999999 0.40945500000000007 1.0000000180025095e-35 0.092890000000000014 0.053330000000000009 -0.0050599999999999994 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.085960000000000023 0.04198000000000001 -0.5335399999999999 -0.092644999999999991 -0.087429999999999994 0.09858500000000002 0.090395000000000017 -0.086729999999999988 0.087495000000000003 0.050705000000000007 1.0000000180025095e-35 -0.085784999999999986 -0.097394999999999995 -0.092099999999999987 -0.064054999999999987 0.10678000000000001 -0.082334999999999978 -0.061049999999999993 0.087505000000000013 -0.085284999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 8 10 -9 -8 17 -13 -14 -15 16 24 18 19 21 23 -11 -23 -19 26 27 -16 28 29 -25
right_child=1 3 -4 -5 -6 -7 7 9 -10 11 -12 12 13 14 15 -17 -18 20 -20 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=1.5629879172252006e-07 1.7815395327972745e-06 1.5894260138894979e-06 -2.0764904593306712e-06 -1.3079367328876808e-06 8.2335900381568708e-07 -1.4766598993716159e-06 9.3591479939773729e-09 -4.1138048831354274e-06 5.2414387764223471e-06 -4.9539291694600248e-07 -1.5301830312941139e-06 2.9086941183431054e-06 -2.0090644211863536e-06 2.0579352775237804e-06 -2.0301947859566315e-07 1.4352454668604533e-06 -1.8490750660711109e-06 1.1493470414199047e-06 4.4737783295680685e-06 -3.8408933464366287e-06 -3.9324942484935969e-06 3.3208225258498539e-06 5.4587902745595337e-07 4.0345658353165474e-06 -6.2075909726091697e-07 1.0292223009855661e-06 1.6692761298906172e-06 -2.6838894899164651e-08 -3.0766354344590443e-06 -1.5021189320805207e-06
leaf_weight=40 31 28 20 28 34 27 165 22 21 20 29 21 22 23 21 29 29 31 21 22 21 21 20 30 36 36 26 2158 39 50
leaf_count=40 31 28 20 28 34 27 165 22 21 20 29 21 22 23 21 29 29 31 21 22 21 21 20 30 36 36 26 2158 39 50
internal_value=0 1.15303e-08 -5.87964e-07 -6.57869e-09 5.55923e-09 -3.8091e-09 9.71249e-09 -5.47185e-09 3.1274e-07 -3.08298e-08 -2.20779e-07 2.73731e-09 3.33358e-07 4.2594e-08 3.17816e-07 3.39673e-08 -3.28864e-07 -2.49818e-08 7.71122e-07 -1.65695e-07 -5.99902e-08 1.15979e-06 1.96719e-06 -2.52962e-08 2.02294e-07 -4.10394e-08 8.32719e-07 -5.79605e-08 -6.22334e-07 5.74138e-07
internal_weight=0 3061 60 3030 3002 2968 2941 2913 215 2698 194 2676 207 186 164 141 112 2469 104 83 2365 61 41 2344 83 2313 47 2277 119 80
internal_count=3121 3061 60 3030 3002 2968 2941 2913 215 2698 194 2676 207 186 164 141 112 2469 104 83 2365 61 41 2344 83 2313 47 2277 119 80
is_linear=0
shrinkage=0.1


Tree=7585
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 39 33 2 9 9 34 2 44 1426 157 49 2 15 3 3 49 2 2 49 2 49 4 16 1 4 472
split_gain=2.15073e-09 1.29621e-08 6.85679e-09 4.38589e-09 2.15465e-09 9.12568e-09 5.18613e-09 2.83096e-09 5.11352e-09 3.2218e-09 7.33745e-09 2.31063e-09 3.6624e-09 1.00617e-08 3.545e-09 8.41706e-09 1.51881e-08 8.16767e-09 2.02976e-08 7.39918e-09 5.87994e-09 8.35245e-09 8.23802e-09 9.1021e-09 1.05431e-08 4.60011e-09 3.85594e-09 1.1978e-08 7.98179e-09 1.01107e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -1.0000000180025095e-35 -0.009184999999999997 0.097605000000000011 0.088235000000000022 0.097950000000000023 -0.08786999999999999 -0.055814999999999997 0.084760000000000016 -0.052649999999999995 -0.0048549999999999991 0.097360000000000016 0.087015000000000023 -0.026084999999999994 -0.094874999999999987 -0.084144999999999984 0.092185000000000017 0.113445 0.11728500000000001 0.12899500000000003 0.094400000000000026 0.10347500000000003 -0.014149999999999998 0.38525000000000004 0.077565000000000009 -0.50052499999999989 -0.06698999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 -3 9 -9 -7 -11 12 13 -12 19 -16 17 -17 -19 26 22 -22 23 -20 -25 -21 -14 -28 -29 -30
right_child=1 4 -4 -5 5 7 -8 8 -10 10 11 -13 14 -15 15 16 -18 18 20 25 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=5.5700803000294487e-08 2.4983833295014588e-06 1.9093692066007863e-06 -2.0193715613459064e-06 -1.35976848878272e-06 -1.7419864646702386e-06 1.2613597209565343e-06 -1.0924814700631812e-07 1.9970685434600459e-06 2.1613747217716802e-08 -1.7910486784113229e-06 3.9463750087428886e-07 7.3858865388978125e-07 -1.4722323112557806e-08 -2.3017316091795694e-06 -1.9658959172172025e-06 9.9395329519731084e-07 1.901400914050555e-06 -3.6043363904593121e-06 -3.0478587120796873e-08 3.2769079894023889e-08 2.0812368916267588e-06 -2.6439970998212847e-07 8.2792899261023755e-07 -5.0049936191953751e-07 -3.5544403493540466e-06 1.9151873298242473e-06 2.6042424777820683e-06 1.4578737779759521e-06 -2.139862404557947e-06 2.2349087376984671e-07
leaf_weight=176 21 20 21 25 30 20 35 20 38 23 31 42 2073 25 28 35 32 21 32 21 20 63 23 20 26 34 23 35 23 85
leaf_count=176 21 20 21 25 30 20 35 20 38 23 31 42 2073 25 28 35 32 21 32 21 20 63 23 20 26 34 23 35 23 85
internal_value=0 2.29636e-08 -2.9999e-07 -1.20353e-07 4.90114e-09 -7.17613e-09 6.24795e-07 1.14577e-08 7.02805e-07 -3.20341e-09 -1.25188e-08 2.67667e-09 -8.98684e-09 -8.09099e-07 8.2862e-09 -3.14979e-07 -1.45032e-07 -4.1789e-07 -6.58936e-07 5.05615e-08 -3.22776e-07 3.00814e-07 -8.35232e-07 -1.32565e-06 -2.22664e-06 1.19645e-06 2.24134e-08 4.86163e-07 1.45493e-07 -2.79816e-07
internal_weight=0 2899 222 201 2878 2823 55 2793 58 2735 2715 2692 2650 56 2594 300 272 240 205 2294 184 83 101 78 46 55 2239 166 143 108
internal_count=3121 2899 222 201 2878 2823 55 2793 58 2735 2715 2692 2650 56 2594 300 272 240 205 2294 184 83 101 78 46 55 2239 166 143 108
is_linear=0
shrinkage=0.1


Tree=7586
num_leaves=31
num_cat=0
split_feature=156 1426 1429 160 0 475 1429 156 45 11 47 47 47 34 40 34 3 10 0 9 10 148 447 484 1373 150 0 0 1210 1186
split_gain=2.27268e-09 4.19018e-09 2.7764e-09 7.30618e-09 1.44866e-08 7.35893e-09 4.6448e-09 3.1967e-09 2.86113e-09 1.32483e-08 3.24932e-09 2.56904e-08 9.96857e-09 4.21431e-09 6.71522e-09 5.63222e-09 9.61231e-09 4.62789e-09 9.97551e-09 5.31125e-09 1.0456e-08 4.49016e-09 5.79483e-09 3.53899e-09 3.41036e-09 2.36618e-08 5.40691e-09 3.88482e-08 2.92707e-08 1.09031e-08
threshold=0.32523500000000005 -0.085619999999999988 -0.060529999999999994 -0.090484999999999996 -0.080499999999999988 -0.011519999999999997 -0.0091699999999999993 -0.094124999999999986 0.094030000000000016 -0.014494999999999999 0.092710000000000015 0.096475000000000019 0.088915000000000008 -0.085739999999999983 -0.07632499999999999 -0.057544999999999992 -0.012939999999999998 -0.0093599999999999985 -0.086554999999999979 0.085355000000000014 0.10223 -0.10069499999999999 0.094580000000000011 -0.088124999999999981 1.0000000180025095e-35 0.090480000000000019 -0.083804999999999977 -0.084044999999999995 -0.41266499999999995 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -4 -8 9 -9 12 -12 13 14 -11 16 -15 18 -17 21 -21 -19 24 -13 26 -26 27 -23 -28 -30
right_child=-2 2 6 4 5 -7 7 8 -10 10 11 23 -14 15 -16 17 -18 19 -20 20 -22 22 -24 -25 25 -27 28 -29 29 -31
leaf_value=-1.3232266591482281e-06 1.0367952957797874e-06 2.0880608036824686e-06 -1.4609993079581978e-06 -1.9500310941111823e-06 -3.1244942420016743e-07 2.2847968182304614e-06 1.0075579571240532e-06 2.3879144464444836e-06 -9.2527667080128822e-07 1.4928482817329798e-07 -3.110111090336432e-06 1.0228097549174735e-06 1.7677454351883172e-06 2.6698616873469901e-06 -2.331766522729595e-06 2.6802307978357479e-06 -3.5579250617870243e-07 1.2695952936728307e-06 -5.5026126233315159e-08 -2.801915342818262e-06 3.5731638548177428e-07 -1.1062953879420271e-07 -1.5732858704116856e-06 -1.5003308089545867e-07 -1.1107695292543616e-06 2.5678307589019183e-06 3.8144451103843969e-06 -4.4547781921469973e-06 -2.1081667692551098e-06 9.09689444849339e-08
leaf_weight=24 21 23 22 24 20 24 31 23 34 24 30 29 32 21 20 20 21 27 40 20 22 1043 24 228 36 34 21 21 23 1139
leaf_count=24 21 23 22 24 20 24 31 23 34 24 30 29 32 21 20 20 21 27 40 20 22 1043 24 228 36 34 21 21 23 1139
internal_value=0 -7.02359e-09 3.24588e-09 5.47371e-07 2.62557e-08 1.10423e-06 -1.33422e-08 -2.59348e-09 -1.32738e-08 -2.57398e-09 -2.16979e-08 -3.40939e-07 1.37048e-08 -8.25504e-09 -9.78466e-07 8.7391e-09 1.15703e-06 -1.07866e-08 8.56726e-07 -3.23844e-08 -1.14708e-06 -1.26136e-08 -2.7402e-08 -1.76889e-08 -1.13894e-08 6.75979e-07 -3.28028e-08 -1.96369e-07 1.1431e-07 4.74404e-08
internal_weight=0 3100 3076 91 68 44 2985 2963 2932 2898 2875 287 2588 2556 44 2512 42 2470 60 2410 42 2368 2341 257 2317 70 2247 1064 1183 1162
internal_count=3121 3100 3076 91 68 44 2985 2963 2932 2898 2875 287 2588 2556 44 2512 42 2470 60 2410 42 2368 2341 257 2317 70 2247 1064 1183 1162
is_linear=0
shrinkage=0.1


Tree=7587
num_leaves=31
num_cat=0
split_feature=96 34 9 1 120 130 10 9 9 15 3 46 158 1452 158 52 52 16 0 52 133 1447 2 13 15 481 42 132 2 16
split_gain=2.34712e-09 3.60636e-09 4.93338e-09 4.01768e-09 7.79094e-09 4.61958e-09 2.93967e-09 9.62106e-09 3.89195e-09 3.07493e-09 4.68473e-09 3.79062e-09 9.11687e-09 3.00789e-09 2.9172e-09 3.60005e-09 1.05919e-08 8.81775e-09 2.34538e-08 3.51138e-08 1.60266e-08 1.4015e-08 1.77952e-08 3.35921e-08 6.77288e-08 1.97316e-08 2.59244e-08 2.10298e-08 9.82669e-09 1.2005e-08
threshold=0.090365000000000015 -0.097449999999999981 -0.092939999999999981 0.16540500000000002 1.0000000180025095e-35 -0.22229499999999999 0.046740000000000011 0.092235000000000011 0.088235000000000022 -0.56020999999999987 0.32202000000000003 0.10253500000000002 -0.47356499999999996 -0.069739999999999983 -0.4686749999999999 0.091275000000000009 0.090645000000000017 -0.014754999999999999 -0.077429999999999985 0.11434500000000002 1.0000000180025095e-35 -0.086279999999999982 0.085235000000000019 -0.081029999999999977 0.085730000000000015 -0.0066299999999999996 0.088670000000000013 0.038060000000000004 0.089775000000000008 -0.085589999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -8 9 -7 11 12 -11 -14 -15 16 -16 21 -19 -20 -21 -17 23 24 -23 26 -24 28 29 -27
right_child=-2 2 3 -5 -6 6 7 -9 -10 10 -12 -13 13 14 15 17 -18 18 19 20 -22 22 25 -25 -26 27 -28 -29 -30 -31
leaf_value=1.0164746590492412e-06 -1.0536353600054143e-06 -1.4634429031384176e-06 1.36906933607861e-06 1.3850411156519321e-06 -1.407173773916617e-06 -1.2039604441616532e-06 2.4631612393477554e-06 -3.6836668982687114e-07 -1.2514231784734876e-06 1.8367522813975853e-06 1.3467406942114535e-06 -1.3735574941620146e-06 -9.4450086795832788e-07 1.1487709330863669e-06 3.0453938414905559e-08 2.3140901618035062e-06 2.3424883954703548e-06 -3.4752151895316213e-06 -3.467480541985424e-06 2.8122736486285911e-06 -5.1230819641706815e-07 8.897664142919153e-09 -2.4542878561208325e-07 7.1169652423682585e-07 -7.6689391508821826e-06 -3.9089613582374036e-08 4.7851941440057999e-06 -3.261762051067763e-06 -2.5802752335098208e-07 2.4627721804690473e-06
leaf_weight=35 21 23 25 21 39 21 20 30 25 27 26 20 34 22 2137 24 20 29 23 29 29 27 21 39 20 44 20 20 216 34
leaf_count=35 21 23 25 21 39 21 20 30 25 27 26 20 34 22 2137 24 20 29 23 29 29 27 21 39 20 44 20 20 216 34
internal_value=0 7.14077e-09 -4.38506e-09 6.6466e-09 -2.93509e-09 1.54302e-08 3.98585e-09 7.64244e-07 -9.0905e-09 1.68616e-09 1.05357e-08 -1.71872e-09 8.02791e-09 -9.68212e-09 1.85885e-09 -7.37689e-09 5.18914e-08 -2.2971e-07 -1.03486e-06 -1.61149e-07 1.14998e-06 -3.92456e-08 -1.67318e-07 -1.45793e-06 -3.25827e-06 1.45338e-07 2.20853e-06 -1.2406e-07 8.9389e-08 1.05147e-06
internal_weight=0 3100 3065 3042 3021 2982 2957 50 2907 2882 2861 2835 2815 2788 2754 2732 2157 575 110 81 58 465 441 86 47 355 41 314 294 78
internal_count=3121 3100 3065 3042 3021 2982 2957 50 2907 2882 2861 2835 2815 2788 2754 2732 2157 575 110 81 58 465 441 86 47 355 41 314 294 78
is_linear=0
shrinkage=0.1


Tree=7588
num_leaves=31
num_cat=0
split_feature=1 3 51 51 52 160 52 48 3 150 1 0 151 3 1 51 2 13 3 13 2 13 12 402 3 3 3 1213 3 47
split_gain=2.34684e-09 2.26837e-09 7.68499e-09 1.54688e-08 1.23469e-08 8.48056e-09 3.54099e-08 7.19795e-09 1.88485e-08 1.65597e-08 9.41883e-09 1.08411e-08 9.93857e-09 7.30189e-09 9.47419e-09 1.90695e-08 5.45862e-09 4.55906e-09 1.85434e-08 9.17642e-09 1.57793e-08 8.37131e-09 7.72311e-09 5.19997e-09 4.79507e-09 3.49297e-08 1.63658e-08 4.27447e-08 3.17951e-08 1.02344e-08
threshold=0.16773500000000005 0.0051600000000000005 -0.14283999999999999 -0.10316499999999999 -0.23375999999999997 0.086325000000000013 -0.080114999999999978 -0.072824999999999987 0.11924500000000002 0.10921500000000002 0.092390000000000014 -0.17169499999999996 -1.0000000180025095e-35 0.096675000000000011 0.11453000000000001 0.080335000000000018 0.11747 -0.13710499999999998 -0.13927999999999999 -0.097224999999999992 0.092120000000000021 -0.094514999999999988 0.084405000000000022 0.083170000000000008 -0.077774999999999983 -0.077354999999999993 -0.078724999999999976 -0.018814999999999995 -0.07908999999999998 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 4 -4 -3 7 -7 8 -5 10 11 -9 16 -14 15 -15 -12 18 -1 20 22 23 -19 -21 26 -26 28 -28 -23 -27
right_child=-2 2 3 5 -6 6 -8 9 -10 -11 12 -13 13 14 -16 -17 -18 19 -20 21 -22 24 -24 -25 25 29 27 -29 -30 -31
leaf_value=9.7776951296029648e-08 -1.00638585449716e-06 -3.0685057007910168e-07 -2.5765979693287159e-06 -3.0473320151713779e-06 2.7841225994608622e-06 -4.1548981571503685e-06 1.129743253613924e-06 2.77766729141149e-06 1.1943388420315221e-06 3.3516864698412972e-06 -2.5233011802767927e-06 3.9050537228473125e-07 -1.4125504071671459e-06 -1.5977578352083748e-07 3.6014160768365191e-08 4.106682620772517e-06 -2.1491423183306326e-07 1.5814283688087017e-06 -3.1118816024762932e-06 -2.6033457629637269e-06 3.0196011754957942e-06 6.6979213310997026e-08 -9.2357196936898597e-07 -3.754292038138374e-07 -3.4539139917910692e-06 -2.1624357756921815e-07 5.2301136024239401e-06 -7.5807780928828704e-08 -3.9454927332371882e-06 9.3951723744373665e-07
leaf_weight=72 23 24 21 20 28 21 32 30 22 20 21 52 20 22 85 20 20 20 24 20 27 1571 32 22 32 642 22 49 20 87
leaf_count=72 23 24 21 20 28 21 32 30 22 20 21 52 20 22 85 20 20 20 24 20 27 1571 32 22 32 642 22 49 20 87
internal_value=0 7.48873e-09 2.12929e-07 6.6331e-08 1.35752e-06 2.10491e-07 -9.64171e-07 3.98012e-07 -8.25504e-07 5.75211e-07 3.69546e-07 1.26386e-06 -2.05257e-08 3.63461e-07 6.43148e-07 1.87187e-06 -1.39726e-06 -2.8152e-08 -7.04638e-07 -2.62424e-09 1.05827e-06 -3.66246e-08 3.98897e-08 -1.43634e-06 -1.2362e-08 -2.20257e-07 8.28294e-08 1.56828e-06 1.65396e-08 -7.83133e-08
internal_weight=0 3098 458 406 52 385 53 332 42 290 270 82 188 147 127 42 41 2640 96 2544 79 2465 52 42 2423 761 1662 71 1591 729
internal_count=3121 3098 458 406 52 385 53 332 42 290 270 82 188 147 127 42 41 2640 96 2544 79 2465 52 42 2423 761 1662 71 1591 729
is_linear=0
shrinkage=0.1


Tree=7589
num_leaves=31
num_cat=0
split_feature=130 10 0 40 40 12 142 133 11 10 4 9 147 150 160 448 150 150 12 43 150 150 48 1374 150 150 13 1186 159 52
split_gain=2.22903e-09 7.09156e-09 8.64699e-09 4.84313e-09 3.53948e-09 2.95214e-09 7.6174e-09 6.57965e-09 5.38588e-09 4.10185e-09 6.19478e-08 4.2262e-09 2.97198e-09 3.58608e-09 2.00513e-08 6.16841e-09 3.79384e-09 3.27894e-09 2.86909e-08 3.0992e-08 6.48708e-09 7.48115e-09 2.30487e-08 1.15698e-08 6.4332e-09 6.0337e-09 4.14059e-09 7.92205e-09 7.37083e-09 9.05082e-09
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 -0.099059999999999995 0.12757000000000002 -0.057499999999999989 0.017095000000000003 -0.014494999999999999 -0.011559999999999999 0.053180000000000012 0.085555000000000006 0.099730000000000027 0.12640500000000002 -0.073679999999999982 1.0000000180025095e-35 0.11770000000000001 0.10545000000000002 0.083715000000000026 -0.086909999999999987 0.099310000000000009 0.090480000000000019 0.090225000000000014 0.091490000000000016 0.087865000000000013 0.086615000000000011 -0.0034749999999999994 -0.085584999999999981 0.10545500000000001 -0.11183499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 -7 -8 10 -10 12 13 15 -15 16 17 20 -19 -20 21 23 -23 24 25 26 -11 -28 -29 -30
right_child=1 3 -4 4 5 7 8 -9 9 11 -12 -13 -14 14 -16 -17 -18 18 19 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-1.0523273851958948e-06 -1.0403174022550439e-07 -1.5241407882491504e-06 2.8013274641125464e-06 1.0992147551781993e-06 1.8154192473404061e-06 -1.9798400295201192e-06 -1.5703385232964966e-06 2.2560504490801608e-07 -4.2707660871396259e-06 -8.1869199470112772e-08 2.1242511574352346e-06 1.0014578821698631e-06 1.0095983662753937e-06 1.1055153812286824e-06 -2.8609158125618706e-06 1.5711008054495324e-06 -1.2857826326897181e-06 3.2135435072670286e-06 1.7781805895822343e-06 -3.7888608858338558e-06 -1.3859461546417152e-06 -1.0851072943296459e-06 3.6582986294455446e-06 -2.2498834606148709e-06 1.7057185593991811e-06 -1.6605867906285065e-06 1.8821797326567054e-06 2.3547472391113316e-07 -2.2809386640195348e-06 1.7143950652312282e-07
leaf_weight=20 21 21 20 29 23 24 22 31 28 1729 33 43 29 26 25 25 23 27 20 20 34 20 21 23 22 22 27 652 27 34
leaf_count=20 21 21 20 29 23 24 22 31 28 1729 33 43 29 26 25 25 23 27 20 20 34 20 21 23 22 22 27 652 27 34
internal_value=0 6.77832e-09 1.31322e-06 -1.07262e-08 -2.68295e-10 -1.08613e-08 2.64969e-09 -7.36771e-07 -1.15705e-08 2.13964e-10 -8.11167e-07 1.75865e-08 2.5093e-09 -8.00765e-09 -8.38814e-07 7.53567e-09 -6.93642e-09 4.04695e-09 6.94807e-07 -1.00534e-06 -1.36784e-08 4.42679e-09 1.34444e-06 -1.72375e-08 3.19659e-09 -1.18397e-08 2.85141e-09 2.008e-07 1.37129e-07 -9.14039e-07
internal_weight=0 3101 41 3060 3039 3010 2955 55 2932 2910 61 2849 2806 2777 51 2726 2701 2678 67 40 2611 2577 41 2536 2513 2491 2469 740 713 61
internal_count=3121 3101 41 3060 3039 3010 2955 55 2932 2910 61 2849 2806 2777 51 2726 2701 2678 67 40 2611 2577 41 2536 2513 2491 2469 740 713 61
is_linear=0
shrinkage=0.1


Tree=7590
num_leaves=31
num_cat=0
split_feature=40 130 42 421 10 40 8 9 9 147 147 447 376 47 47 47 47 47 3 1456 4 4 16 132 50 1185 16 399 133 133
split_gain=2.40925e-09 6.99854e-09 5.82627e-09 2.2293e-09 4.02533e-09 1.10389e-08 1.36701e-08 1.00473e-08 5.11026e-09 4.99793e-09 3.78954e-09 5.69771e-09 2.95353e-09 3.05403e-09 8.86918e-09 3.78527e-09 2.23057e-08 1.62578e-08 7.39072e-09 1.17907e-08 5.09151e-09 6.23454e-09 4.40073e-09 4.15429e-09 6.60417e-08 3.64429e-08 4.59984e-09 6.32498e-09 4.03161e-09 6.60129e-09
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -1.0000000180025095e-35 0.0036750000000000007 -0.076644999999999977 0.078785000000000008 0.091600000000000015 0.085355000000000014 0.10735000000000001 0.095485000000000014 0.09227500000000001 -0.098069999999999977 0.11939500000000002 0.12794000000000003 0.092710000000000015 0.09055500000000001 0.096475000000000019 0.097915000000000016 -0.052299999999999992 0.010840000000000001 0.19806500000000002 -0.065229999999999996 -0.083284999999999984 0.092620000000000022 -0.083264999999999992 -0.071854999999999988 0.091895000000000018 -0.22627999999999995 -0.16271999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 -6 -7 8 9 10 11 12 -5 15 -15 16 23 -17 19 -19 -21 22 -22 24 26 -25 27 -14 -27 -30
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 -12 -13 13 14 -16 17 -18 18 -20 20 21 -23 -24 25 -26 28 -28 -29 29 -31
leaf_value=1.0940342076537491e-06 -1.7842946520700438e-06 -1.0588546865619719e-06 1.5576407870791325e-06 -1.1065455945905947e-06 -1.1204503676787643e-06 3.1467327858081263e-06 -3.7588586110359758e-08 -2.251953578706889e-06 1.5513820601751961e-06 -1.5895605292826077e-06 1.222559588313743e-06 -1.6551177991243007e-06 -1.7099074108456638e-07 2.3244271550285332e-06 4.1007607592291609e-08 -2.7101854282168209e-06 3.3483667488098944e-06 -2.5795476000212147e-06 1.7320867459602596e-06 -5.2360498898451629e-07 2.4282898975581615e-06 -6.1213790634913798e-07 3.5562260364940811e-07 -4.291102174249773e-06 5.877855858784642e-06 5.6288663238453458e-07 6.2675583533146375e-07 -1.9918456125367356e-06 -1.7583193229339404e-06 -1.7270965336993985e-08
leaf_weight=20 22 20 24 24 23 26 28 20 21 20 25 21 93 22 75 27 20 20 20 80 21 24 20 20 20 119 47 24 22 2153
leaf_count=20 22 20 24 24 23 26 28 20 21 20 25 21 93 22 75 27 20 20 20 80 21 24 20 20 20 119 47 24 22 2153
internal_value=0 -7.05342e-09 5.64528e-09 -6.54715e-09 3.8733e-10 7.14185e-07 1.4956e-06 -1.81936e-08 -2.98761e-09 -1.41778e-08 -3.30183e-09 -1.39726e-08 -1.88422e-09 7.49387e-09 5.58897e-07 -1.20981e-08 2.20689e-08 -4.17912e-07 -8.33642e-08 -3.03419e-07 1.05299e-08 6.67927e-07 1.41723e-06 -4.56275e-09 4.52762e-07 -4.09274e-08 -2.08835e-07 -5.44499e-07 -3.87267e-09 -3.48816e-08
internal_weight=0 3101 3079 3055 3035 77 54 2958 2938 2917 2897 2872 2851 2827 97 2730 2518 212 185 165 145 65 41 2498 184 2314 164 117 2294 2175
internal_count=3121 3101 3079 3055 3035 77 54 2958 2938 2917 2897 2872 2851 2827 97 2730 2518 212 185 165 145 65 41 2498 184 2314 164 117 2294 2175
is_linear=0
shrinkage=0.1


Tree=7591
num_leaves=31
num_cat=0
split_feature=96 374 374 120 13 42 4 13 11 33 9 9 402 1212 402 15 49 150 43 49 49 1373 1429 1373 457 150 147 457 447 49
split_gain=2.22402e-09 2.65799e-09 4.76137e-09 3.55248e-09 4.50726e-09 2.81105e-08 1.82998e-08 3.21796e-09 3.05616e-09 4.51455e-09 2.98524e-09 4.39466e-09 2.74994e-09 3.28148e-09 3.36107e-09 2.80745e-09 3.13207e-09 5.64682e-09 3.92061e-09 3.4959e-09 5.26403e-09 4.15084e-09 2.06999e-08 2.71193e-08 9.59348e-09 6.56621e-09 8.17797e-09 8.09809e-09 5.16322e-09 3.89204e-09
threshold=0.090365000000000015 0.087505000000000013 0.093030000000000015 0.088020000000000015 0.24813000000000004 0.18223500000000001 0.060330000000000002 0.27020000000000005 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 0.10141500000000002 0.31278000000000006 0.15049500000000002 0.13597000000000001 0.19724500000000003 -0.14715999999999999 0.078525000000000011 -0.088704999999999992 -0.10774499999999999 -0.088694999999999982 1.0000000180025095e-35 0.083725000000000008 0.08789000000000001 0.31508000000000008 0.12820000000000001 0.097985000000000017 0.10259500000000001 0.09227500000000001 -0.08471999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 8 7 -6 -1 -10 12 -12 13 14 15 16 17 -11 -19 -18 -21 24 23 -23 25 26 27 28 29 -22
right_child=-2 2 -4 -5 6 -7 -8 -9 9 10 11 -13 -14 -15 -16 -17 19 18 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.1495300975144821e-06 -1.0256367588789588e-06 1.7689497299314732e-06 -3.4075380682452307e-07 -1.3001973543612708e-06 7.9871368357357022e-07 3.7632097314599381e-06 -3.2015204231521985e-06 -5.2452038715955492e-07 -1.2947985683071981e-06 -2.1088115545353505e-06 1.74944626346966e-06 -6.60419279559695e-08 1.1586463369894774e-06 -1.2634718787228936e-06 9.3801688916681924e-07 9.7469571471719982e-07 1.1876190152785664e-06 9.6917051351397265e-07 -7.9532037422241585e-07 -1.3646064675852139e-06 1.3773980117548491e-06 4.7049034566271079e-06 -1.8429665136533334e-06 1.0819166007536296e-08 -1.9424547645030544e-06 1.708402301532756e-06 -1.7577084455061362e-06 1.9021748667827606e-06 -1.625198624424229e-06 -2.3469451567855025e-08
leaf_weight=23 21 23 20 21 34 20 22 40 27 20 24 30 20 21 37 28 24 20 34 29 20 20 22 32 26 22 27 22 20 2372
leaf_count=23 21 23 20 21 34 20 22 40 27 20 24 30 20 21 37 28 24 20 34 29 20 20 22 32 26 22 27 22 20 2372
internal_value=0 6.94703e-09 7.87692e-07 -4.03499e-09 4.93056e-09 2.6948e-08 -6.69354e-07 8.3452e-08 1.35718e-09 -7.75845e-09 4.3496e-09 7.40842e-07 -9.77348e-09 -1.81313e-08 -8.70707e-09 -2.15006e-08 -3.17934e-08 -6.73429e-07 -1.41805e-07 -1.37809e-08 -2.48198e-08 -9.7777e-09 7.28365e-07 1.81624e-06 -3.15483e-08 -1.15389e-08 -2.69142e-08 -7.71475e-09 -2.5135e-08 -1.17565e-08
internal_weight=0 3100 43 3057 3036 2940 96 74 2920 2897 2870 54 2816 2796 2775 2738 2710 74 54 2636 2612 2583 74 52 2509 2483 2461 2434 2412 2392
internal_count=3121 3100 43 3057 3036 2940 96 74 2920 2897 2870 54 2816 2796 2775 2738 2710 74 54 2636 2612 2583 74 52 2509 2483 2461 2434 2412 2392
is_linear=0
shrinkage=0.1


Tree=7592
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 401 402 403 133 4 402 133 130 40 42 483 479 481 1211 15 132 15 394 479 480 471 156 481 2 42 12 4
split_gain=2.16808e-09 3.95179e-09 2.51703e-09 2.23987e-09 3.83498e-09 8.54307e-09 4.28908e-09 2.61265e-08 6.11531e-09 4.95314e-09 3.11654e-09 3.70933e-09 3.80565e-09 3.42107e-09 3.51065e-09 3.92497e-09 3.02787e-09 9.61529e-09 3.74823e-09 1.19744e-08 8.46829e-09 2.91365e-09 5.14867e-09 6.28171e-09 3.24509e-09 3.12138e-09 2.36292e-08 2.06172e-08 3.49572e-08 5.39344e-08
threshold=0.11846000000000001 0.10683000000000002 0.094315000000000024 -0.47263499999999997 -0.46267499999999995 -0.43370499999999995 0.51114000000000004 -0.07168999999999999 -0.10770499999999998 0.40304500000000004 -0.23123999999999997 -0.24290999999999999 0.15021500000000002 -0.47181499999999993 0.11469500000000001 0.11290000000000001 0.11048500000000001 0.089165000000000008 -0.083284999999999984 0.091475000000000015 0.10448000000000002 0.097110000000000016 0.10272000000000002 0.094575000000000006 -0.093169999999999989 -0.081614999999999979 0.083715000000000026 0.088380000000000014 0.083715000000000026 -0.026489999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 -8 -6 10 -10 -12 13 -13 15 16 18 -18 19 -15 21 22 23 24 -20 26 -26 28 -28 -30
right_child=-2 -3 -4 4 6 -7 7 -9 9 -11 11 12 -14 14 -16 -17 17 -19 20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-9.894890897909216e-07 9.0936023298127113e-07 -1.3135456415709443e-06 9.6341298756299332e-07 -5.1748276860053014e-07 1.2640403201059696e-06 2.3703650392852588e-06 -3.4185878870674894e-06 1.1300619117296916e-06 1.2121063459094981e-06 -1.5430443833489944e-06 -1.3676701064468944e-06 1.0501966172190199e-06 1.2273320135136601e-06 -1.7066090285153578e-07 -1.3435390565064155e-06 1.2593941112489424e-06 -5.8696829475356151e-07 2.4110656954690058e-06 1.1481020493420147e-06 -2.5485970373514041e-06 1.9487175222820953e-06 -9.699612039781869e-07 1.1775231724995037e-06 -1.4415944754604895e-06 2.6834260251616472e-06 -4.9358229840469072e-08 -2.7927383248046077e-06 -3.1202778124850284e-06 5.9324838866814394e-06 -5.4431883419346778e-07
leaf_weight=23 26 23 27 20 38 21 23 28 21 21 20 30 25 180 20 24 23 20 24 24 22 32 36 31 35 2203 24 21 20 36
leaf_count=23 26 23 27 20 38 21 23 28 21 21 20 30 25 180 20 24 23 20 24 24 22 32 36 31 35 2203 24 21 20 36
internal_value=0 -7.63493e-09 2.1424e-09 -6.38119e-09 1.10111e-09 9.61659e-07 -1.21102e-08 -9.2129e-07 3.71513e-09 -1.28452e-08 -1.65248e-09 -1.0596e-08 -1.00534e-09 -1.19531e-08 -2.34358e-08 -1.38525e-08 -2.50417e-08 8.07466e-07 -3.83594e-08 -4.50418e-07 -4.51882e-09 -2.19726e-08 -9.48879e-09 -2.73386e-08 -8.78509e-09 -2.06557e-08 4.44284e-07 -3.31657e-07 4.00356e-07 1.76882e-06
internal_weight=0 3095 3072 3045 3022 41 2981 51 2930 2892 2871 2850 2830 2805 2775 2755 2731 43 2688 204 2484 2462 2430 2394 2363 2339 136 101 80 56
internal_count=3121 3095 3072 3045 3022 41 2981 51 2930 2892 2871 2850 2830 2805 2775 2755 2731 43 2688 204 2484 2462 2430 2394 2363 2339 136 101 80 56
is_linear=0
shrinkage=0.1


Tree=7593
num_leaves=31
num_cat=0
split_feature=130 40 12 142 11 12 147 147 483 160 3 49 133 2 42 160 484 484 160 0 132 15 132 1186 3 3 4 3 42 3
split_gain=2.52482e-09 6.84873e-09 2.79658e-09 7.21757e-09 5.23437e-09 5.14462e-09 3.09201e-09 3.88944e-09 4.14281e-09 3.58944e-09 1.97531e-08 1.57197e-08 1.25244e-08 1.22119e-08 7.53847e-09 5.30026e-09 4.99553e-09 5.28583e-09 4.95352e-09 3.57416e-09 3.75278e-09 6.41897e-08 3.25821e-08 1.0869e-08 3.96156e-09 1.24823e-08 1.10942e-08 8.89049e-09 3.06315e-08 2.187e-08
threshold=-0.23647499999999996 -0.23755499999999996 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 0.14472000000000004 0.099230000000000013 0.093875000000000014 -0.47181499999999993 0.10580000000000002 0.088060000000000013 -0.009329999999999998 0.089595000000000022 0.098630000000000009 0.084535000000000013 0.10285000000000001 -0.22288999999999995 -0.14408499999999999 0.096860000000000016 -0.26343999999999995 -0.083284999999999984 0.091650000000000023 -0.076764999999999986 0.0044650000000000011 -0.080484999999999987 -0.079864999999999978 -0.013514999999999998 -0.07908999999999998 0.089015000000000025 -0.078724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4 7 8 -6 15 11 -11 13 14 -13 16 -10 -18 19 -19 21 23 -22 -21 -24 26 -26 28 -27 -29
right_child=1 2 5 4 6 -7 -8 -9 9 10 -12 12 -14 -15 -16 -17 17 18 -20 20 22 -23 24 -25 25 27 -28 29 -30 -31
leaf_value=-1.1199656449889518e-06 1.5929336381372264e-06 1.7715520792317758e-06 -1.7075984106685173e-06 -1.5435091530558898e-06 1.2148258365739043e-06 1.4132973480146202e-07 9.6725963685733429e-07 -1.2739528168973873e-06 1.24768712197465e-06 2.6281647546966269e-06 -2.8796608396370565e-06 -2.0262620332143504e-06 -2.5524404474129948e-06 2.1519632189830932e-06 2.5639772980540351e-07 1.468434521029849e-06 -1.5894916140539518e-06 1.2340717338095905e-06 -1.1617236580916154e-06 1.954979603508445e-08 -3.9477979921035253e-06 5.0549342876575585e-06 1.3137851271272407e-07 -2.4125516737123174e-06 -2.89303671252128e-06 -7.0144215400928686e-07 -4.0711201904741759e-08 -3.3118689738590291e-06 4.1841186118961653e-06 -5.1009523683877026e-08
leaf_weight=20 27 23 27 22 28 34 33 24 32 20 28 23 22 22 39 25 21 24 36 147 21 26 1247 21 30 33 25 21 21 999
leaf_count=20 27 23 27 22 28 34 33 24 32 20 28 23 22 22 39 25 21 24 36 147 21 26 1247 21 30 33 25 21 21 999
internal_value=0 7.22173e-09 -6.70612e-09 6.86536e-09 -6.70916e-09 -6.77048e-07 4.68222e-09 -6.14063e-09 4.31196e-09 -7.44467e-09 -4.77157e-07 5.67324e-08 -4.28444e-07 1.27841e-07 -5.90395e-07 1.90616e-08 5.66138e-09 -9.21318e-09 3.30505e-09 1.93437e-08 8.09187e-09 4.31126e-07 -2.61462e-08 -2.84463e-07 8.51484e-09 -1.2719e-07 -1.59653e-06 -5.19449e-08 1.1985e-06 -1.18145e-07
internal_weight=0 3101 3074 3013 2990 61 2968 2935 2911 2883 154 126 106 84 62 2729 2704 2672 2651 2615 2591 194 2397 168 2376 1129 55 1074 54 1020
internal_count=3121 3101 3074 3013 2990 61 2968 2935 2911 2883 154 126 106 84 62 2729 2704 2672 2651 2615 2591 194 2397 168 2376 1129 55 1074 54 1020
is_linear=0
shrinkage=0.1


Tree=7594
num_leaves=31
num_cat=0
split_feature=401 1212 1210 0 12 12 12 12 15 43 13 12 4 0 0 474 483 52 42 16 13 12 12 3 0 3 12 1446 480 480
split_gain=2.48235e-09 2.58626e-09 2.39064e-09 5.55881e-09 1.49513e-08 2.68901e-09 1.4789e-08 1.0166e-08 1.40279e-08 1.70608e-08 2.55203e-08 1.134e-08 9.84922e-09 9.09168e-09 8.32934e-09 1.41977e-08 1.06121e-08 1.13794e-08 2.5422e-08 7.01419e-09 6.14502e-09 1.84571e-08 6.79333e-09 7.10011e-09 7.75847e-09 9.92464e-09 6.45113e-09 5.60739e-09 1.9156e-08 8.37976e-09
threshold=0.13837000000000002 0.15358000000000002 0.0028200000000000005 -0.070499999999999993 0.090345000000000023 0.099100000000000008 0.10061500000000002 0.096525000000000014 -0.052074999999999989 0.05259500000000001 0.054800000000000008 0.095780000000000018 0.0061450000000000003 -0.072594999999999979 0.12445000000000002 0.10341500000000002 0.098395000000000024 0.10263500000000002 0.10256000000000001 -0.072804999999999981 -0.052719999999999996 0.11472500000000001 0.12757000000000002 -0.079379999999999992 -0.077809999999999976 -0.13927999999999999 0.10911500000000002 -0.09143999999999998 0.11387000000000001 0.10183000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 7 -7 11 12 10 -10 27 -9 -13 15 16 17 20 19 -19 21 -8 23 24 -22 -26 -25 -1 29 -29
right_child=-2 -3 3 -5 -6 6 14 8 9 -11 -12 13 -14 -15 -16 -17 -18 18 -20 -21 22 -23 -24 26 25 -27 -28 28 -30 -31
leaf_value=-1.6067865799197447e-06 -1.0835671825285922e-06 1.113327475433748e-06 -5.0431875794087186e-07 -7.2138602816899633e-07 2.9569303526007691e-06 -2.278597072070239e-06 -1.0972957517691138e-07 1.0132385823237115e-06 5.3034329440656035e-06 -3.8761548872255099e-07 5.9264163175375088e-07 -1.4660203583439903e-07 -2.0875217273896852e-06 -2.4100265538403883e-06 1.9126441156913641e-06 -2.7746821774599087e-06 2.1440565709391585e-06 1.3120925257699887e-06 -3.7092627537647252e-06 -9.0750898445029253e-07 -2.0100944463386405e-07 3.5290826144773751e-06 -1.3854071338365821e-06 -2.014956393118748e-06 8.8621722536276062e-08 2.9669746800209397e-06 1.1773822611635173e-07 2.5988903063235649e-08 3.0413388923902641e-06 -1.934892389437499e-06
leaf_weight=21 21 21 26 23 24 33 46 21 23 23 23 36 20 35 20 20 21 24 27 35 49 20 35 23 23 25 37 2323 21 22
leaf_count=21 21 21 26 23 24 33 46 21 23 23 23 36 20 35 20 20 21 24 27 35 49 20 35 23 23 25 37 2323 21 22
internal_value=0 7.34005e-09 -2.03222e-10 5.65235e-07 1.15708e-06 -1.39348e-08 -2.42949e-07 2.51261e-08 9.65656e-07 1.83615e-06 2.94804e-06 -1.69644e-08 -4.99327e-07 -1.26237e-06 -7.70812e-08 -1.80444e-07 -3.82935e-08 -1.71518e-07 -1.16771e-06 -4.62023e-09 1.60544e-07 9.92941e-07 -1.25592e-07 1.55258e-07 6.84157e-07 1.58776e-06 -6.99795e-07 2.00797e-08 3.45193e-08 7.59258e-09
internal_weight=0 3100 3079 73 50 3006 438 2568 110 69 46 2458 41 71 405 385 365 344 86 59 258 66 192 157 97 48 60 2387 2366 2345
internal_count=3121 3100 3079 73 50 3006 438 2568 110 69 46 2458 41 71 405 385 365 344 86 59 258 66 192 157 97 48 60 2387 2366 2345
is_linear=0
shrinkage=0.1


Tree=7595
num_leaves=31
num_cat=0
split_feature=52 2 13 3 160 13 0 2 12 12 3 1447 484 1447 403 160 51 12 12 12 1 1 51 51 1209 1453 1374 1375 42 4
split_gain=2.31923e-09 1.17757e-08 2.98107e-08 7.22161e-08 2.85251e-08 2.52174e-08 1.05127e-08 7.4806e-09 2.05777e-08 1.4113e-08 7.41381e-09 4.56319e-09 1.18686e-08 5.93004e-09 1.0038e-08 6.87626e-09 3.25635e-09 1.68209e-08 5.23875e-08 4.30024e-08 1.28454e-08 1.28638e-08 1.23875e-08 1.18286e-08 8.34911e-09 5.32083e-09 4.96112e-09 5.84865e-09 4.11193e-08 4.91813e-09
threshold=0.26746000000000009 0.092235000000000025 -0.081029999999999977 -0.077774999999999983 -0.54512499999999997 -0.077799999999999994 -0.072594999999999979 0.10402500000000002 0.09334000000000002 0.091930000000000012 -0.073309999999999986 -0.086849999999999997 -0.081684999999999994 -0.086279999999999982 -0.56738999999999995 -0.53379499999999991 0.094075000000000006 0.088245000000000004 0.093965000000000007 0.083935000000000023 0.11146500000000002 0.122185 0.090560000000000015 0.10501000000000001 0.12417500000000002 0.091090000000000018 -0.22591999999999998 -0.090674999999999992 0.083995000000000014 -0.041644999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 -2 -3 -4 -7 8 -6 -9 -10 12 -1 -13 -15 -16 22 19 -19 20 -18 -22 24 -20 25 26 -17 28 -28 -25
right_child=1 4 5 -5 7 6 -8 9 10 -11 -12 13 -14 14 15 16 17 18 23 -21 21 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=-3.007593449724113e-07 5.3553170777703576e-08 3.2317217482662797e-06 3.147129533347296e-06 -7.0115186631532513e-06 2.5871433037466958e-06 -1.7488023056438053e-06 1.0391296102950167e-06 -3.1433850743021389e-06 1.8094366483777637e-07 2.6866093018422057e-07 -2.3799884417030627e-06 -1.5905826800284875e-06 2.4566845623936656e-06 2.1493087460426482e-06 -1.7979023943953943e-06 1.2164656169488809e-06 2.015169655647599e-06 5.0245413197964291e-06 1.6755447032582279e-06 -4.6083546232011941e-06 -2.1498908231762928e-06 6.7927380901740745e-07 -1.8551590649846301e-06 -1.0244714587770432e-07 1.7303106708206023e-06 1.5783938703775459e-06 1.7418599636906276e-06 -1.5414049821004565e-08 -4.3784829921649019e-06 -2.3201330623123797e-06
leaf_weight=37 39 28 23 23 26 38 21 22 26 27 20 23 27 22 21 32 35 28 22 20 25 45 36 20 28 21 23 2322 21 20
leaf_count=37 39 28 23 23 26 38 21 22 26 27 20 23 27 22 21 32 35 28 22 20 25 45 36 20 28 21 23 2322 21 20
internal_value=0 -2.67806e-07 -9.12675e-07 -2.56736e-06 3.55423e-07 3.38429e-07 -7.56488e-07 -3.10166e-07 3.38479e-07 -1.26328e-06 -9.32505e-07 2.77541e-08 8.62537e-07 8.42483e-09 2.18423e-08 4.62848e-09 1.86586e-08 3.92007e-07 1.43442e-06 -3.58529e-07 4.50962e-07 -3.31142e-07 -1.36692e-08 -1.86929e-07 1.34226e-08 -6.45044e-09 -2.03294e-08 -3.7057e-08 -1.17921e-06 -1.21129e-06
internal_weight=0 293 144 62 149 82 59 121 72 49 46 2828 64 2764 2741 2719 2698 215 90 125 105 70 2483 62 2447 2419 2398 2366 44 40
internal_count=3121 293 144 62 149 82 59 121 72 49 46 2828 64 2764 2741 2719 2698 215 90 125 105 70 2483 62 2447 2419 2398 2366 44 40
is_linear=0
shrinkage=0.1


Tree=7596
num_leaves=31
num_cat=0
split_feature=421 147 147 147 52 2 480 160 484 4 160 0 159 13 3 1447 12 1447 403 160 151 15 49 2 160 1 12 16 52 49
split_gain=2.27223e-09 3.23526e-09 4.86654e-09 4.62744e-09 2.21894e-09 9.52637e-09 2.48046e-08 2.35791e-08 9.99524e-09 2.03382e-08 1.27782e-08 9.03169e-09 1.77617e-08 1.3766e-08 9.25522e-09 3.70221e-09 1.14663e-08 4.79856e-09 8.13741e-09 5.56407e-09 3.06277e-09 9.59216e-09 3.50666e-09 8.09865e-09 1.2216e-08 1.0271e-08 2.46593e-08 1.88588e-08 7.05135e-09 4.53267e-09
threshold=-1.0000000180025095e-35 0.11252000000000001 0.097985000000000017 0.092070000000000013 0.26746000000000009 0.092235000000000025 0.10183000000000002 -0.54512499999999997 -0.017214999999999998 -0.053309999999999989 -0.42244999999999994 -0.096374999999999975 -0.087844999999999993 -0.077799999999999994 -0.072894999999999988 -0.086849999999999997 0.085325000000000012 -0.086279999999999982 -0.56738999999999995 -0.53379499999999991 0.11088000000000002 -0.026084999999999994 -0.081604999999999997 0.09580000000000001 0.043720000000000009 0.089625000000000024 0.078300000000000008 -0.0094449999999999968 -0.012859999999999998 -0.078869999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 15 6 8 -7 -6 -10 -11 -9 13 -13 -15 16 -2 -17 -19 -20 22 -22 23 25 -25 26 -21 -27 -28 -24
right_child=1 -3 -4 -5 5 7 -8 11 9 10 -12 12 -14 14 -16 17 -18 18 19 20 21 -23 29 24 -26 27 28 -29 -30 -31
leaf_value=-1.0624598606057133e-06 -4.8102644444390861e-07 1.2746119850248761e-06 -1.4833524439630062e-06 1.2248507199464873e-06 1.282690414730799e-06 2.9085494678123988e-06 -4.0233756551731951e-06 -2.1987269557636564e-06 -3.251149962125055e-06 1.2924004369994548e-06 -1.5229701371513979e-06 -2.5616770887364302e-06 2.3268458234654715e-06 1.8647363866702584e-06 -9.82952575213858e-07 -1.4315234446495079e-06 2.2012340112572325e-06 1.9343778691646468e-06 -1.618116461832826e-06 2.5867884311952843e-06 2.3443670928910173e-06 -4.9277344537848385e-07 1.1636674116743962e-06 -6.7207850310966794e-07 2.1098595619117044e-06 -4.0911776394473831e-06 -2.7823490113189024e-06 -3.6099844189238592e-07 -1.9090741878764155e-07 1.7185777812506995e-08
leaf_weight=20 34 20 22 31 30 28 21 21 25 38 28 26 26 21 25 23 30 22 21 23 22 26 35 38 27 23 21 33 21 2340
leaf_count=20 34 20 22 31 30 28 21 21 25 38 28 26 26 21 25 23 30 22 21 23 22 26 35 38 27 23 21 33 21 2340
internal_value=0 6.85878e-09 -1.37071e-09 9.28754e-09 -3.15713e-09 -2.66695e-07 -8.50851e-07 2.97593e-07 -3.00248e-07 -8.22096e-07 9.80008e-08 -3.1675e-07 8.6531e-08 -7.22472e-07 3.17079e-07 2.46495e-08 7.76283e-07 6.66647e-09 1.91395e-08 3.11846e-09 1.61679e-08 8.07583e-07 1.33464e-09 -4.16801e-07 4.83496e-07 -9.00432e-07 -4.52654e-08 -1.89304e-06 -1.48663e-06 3.40813e-08
internal_weight=0 3101 3081 3059 3028 289 142 147 121 91 66 119 98 72 46 2739 64 2675 2652 2630 2609 48 2561 186 65 121 65 56 42 2375
internal_count=3121 3101 3081 3059 3028 289 142 147 121 91 66 119 98 72 46 2739 64 2675 2652 2630 2609 48 2561 186 65 121 65 56 42 2375
is_linear=0
shrinkage=0.1


Tree=7597
num_leaves=31
num_cat=0
split_feature=1443 160 2 160 481 52 16 1 1 1 50 13 42 1447 1446 42 403 49 1456 1456 1456 2 16 154 1428 51 51 43 4 51
split_gain=2.1796e-09 2.83814e-09 1.39022e-08 4.23497e-09 7.19859e-09 3.1997e-09 7.79427e-09 9.47194e-09 2.85901e-08 1.31482e-08 7.74309e-09 2.05152e-08 6.50074e-09 5.00802e-09 1.90571e-08 2.403e-08 8.51298e-09 3.12483e-09 3.01209e-09 3.94179e-09 6.77964e-09 5.7721e-09 3.99668e-09 3.71126e-09 7.24865e-09 4.69825e-09 1.75406e-08 2.33779e-08 9.71647e-09 5.07042e-09
threshold=0.090755000000000016 -0.54913999999999985 0.083865000000000009 -0.53908999999999996 -0.16595999999999997 0.26521500000000003 0.062650000000000025 0.099400000000000002 0.093700000000000019 0.10920500000000001 0.11644500000000001 -0.078279999999999975 0.089015000000000025 -0.086359999999999978 0.085345000000000018 0.084535000000000013 -0.57146499999999989 0.085970000000000005 0.11253500000000001 0.085275000000000004 0.081770000000000023 0.087195000000000009 0.0057500000000000008 0.084190000000000001 -0.020064999999999996 0.10302500000000002 0.12229000000000002 -0.010739999999999998 -0.036839999999999991 0.093135000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 13 7 8 10 -9 11 -7 17 14 15 -6 -15 -12 19 20 23 -21 -23 24 -18 29 27 -27 -28 -26
right_child=-2 3 -4 4 5 6 -8 9 -10 -11 12 -13 -14 16 -16 -17 18 -19 -20 21 -22 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=2.5962554248152354e-06 -7.7359836048174202e-07 -1.4190507797485181e-06 -6.269270082626122e-07 1.7309456718332212e-06 -1.3849533230392768e-09 -2.9276090746112887e-06 1.3789250216256694e-06 2.6302857918381051e-06 -4.4622722157328099e-06 -7.8015786077510438e-07 -1.3147836710913909e-06 4.5360810705269139e-07 1.6272184211629794e-06 -2.0560018253945598e-06 -1.0198909620839914e-06 4.7381068077356763e-06 -1.5093061935453258e-06 3.9431935081408842e-07 -8.5749696865651719e-07 1.7860463740802397e-06 -1.6329743818914721e-06 -7.8149773893680203e-07 9.7318763846487847e-07 1.286412528948542e-06 2.2629218808682161e-08 -1.3742168539465639e-07 6.7209263079348611e-07 4.1454110098234547e-06 -1.7135545946192936e-06 -8.8681929960605498e-07
leaf_weight=23 36 21 32 24 23 34 23 20 20 26 20 38 25 20 32 20 31 23 39 31 25 27 25 23 2277 25 38 26 31 63
leaf_count=23 36 21 32 24 23 34 23 20 20 26 20 38 25 20 32 20 31 23 39 31 25 27 25 23 2277 25 38 26 31 63
internal_value=0 9.03179e-09 7.20949e-07 -3.8908e-09 5.98569e-09 -7.88334e-09 -3.67057e-07 -5.61997e-07 -9.25581e-07 7.02644e-07 -4.20339e-07 -1.14308e-06 3.44914e-07 2.19609e-08 8.27917e-07 2.20303e-06 -5.85418e-10 -4.00612e-07 1.4863e-08 2.78386e-08 5.67004e-09 7.05984e-07 6.2101e-08 2.19652e-08 1.02903e-08 2.94397e-08 6.39704e-07 2.04598e-06 -3.9972e-07 -1.85593e-09
internal_weight=0 3085 55 3030 3009 2985 229 206 160 46 140 72 68 2756 75 43 2681 43 2661 2622 2539 83 52 2514 2491 2460 120 51 69 2340
internal_count=3121 3085 55 3030 3009 2985 229 206 160 46 140 72 68 2756 75 43 2681 43 2661 2622 2539 83 52 2514 2491 2460 120 51 69 2340
is_linear=0
shrinkage=0.1


Tree=7598
num_leaves=31
num_cat=0
split_feature=156 1425 52 475 2 4 4 1213 156 16 2 12 13 130 132 14 4 45 11 4 4 403 4 12 390 43 3 34 34 2
split_gain=2.09703e-09 4.43698e-09 3.06833e-09 9.61478e-09 7.69268e-09 2.70648e-09 1.31843e-08 1.82388e-08 9.73409e-09 2.182e-08 1.93632e-08 1.48105e-08 2.52497e-08 1.1009e-08 1.11649e-08 6.74907e-09 6.73158e-09 5.08129e-09 1.76018e-08 5.05946e-09 9.96294e-09 1.04393e-08 6.32804e-09 1.94722e-08 1.33047e-08 1.25414e-08 9.25122e-09 4.12384e-09 7.85274e-09 7.77973e-09
threshold=0.32523500000000005 0.10129000000000002 -0.55692499999999978 -0.086279999999999982 0.09580000000000001 -0.08835999999999998 -0.086849999999999997 -0.081719999999999973 0.092385000000000009 0.24134000000000003 0.098260000000000014 0.099815000000000015 0.24813000000000004 0.084355000000000027 0.081465000000000024 0.062655000000000016 -0.086394999999999986 0.094030000000000016 -0.014494999999999999 -0.085964999999999986 -0.085594999999999991 -0.55049499999999985 -0.083644999999999983 0.088245000000000004 0.08975000000000001 -0.0082299999999999995 -0.086769999999999986 -0.083689999999999987 -0.057544999999999992 -0.045829999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 8 7 -7 9 11 -11 13 -13 14 15 -4 -8 18 -18 -20 -21 -22 23 25 27 26 -23 29 -29 -24
right_child=-2 -3 5 4 -6 6 16 -9 -10 10 -12 12 -14 -15 -16 -17 17 -19 19 20 21 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=2.3912745022740142e-06 9.9592511798532317e-07 -1.333577917762341e-06 5.3478611570869002e-08 -1.5167065726018338e-06 9.8210466116402788e-07 -4.2270122596240375e-07 -1.608996240940122e-06 3.3340719746937409e-06 -2.0948090509507355e-06 4.0517685704344331e-06 -1.438126572979441e-07 -4.5162119079122936e-06 3.3155165510834197e-07 -2.0037673568903565e-06 2.0060232330365582e-06 -1.7730228589500812e-06 2.8378899339093718e-06 -1.4714812432034904e-06 1.4419997588296005e-06 -1.964198285210072e-06 1.798041317613297e-06 -5.1220697741882767e-07 -1.931601995390035e-06 -3.3528593773909328e-06 2.2179089415675224e-06 -1.9486440784194637e-06 2.4594440963648429e-06 1.7329066395177506e-06 -1.5006796509766359e-08 6.1459320249923626e-07
leaf_weight=22 21 25 168 22 28 24 26 28 27 22 22 22 21 28 27 23 22 23 24 26 32 20 30 23 27 21 22 26 2249 20
leaf_count=22 21 25 168 22 28 24 26 28 27 22 22 22 21 28 27 23 22 23 24 26 32 20 30 23 27 21 22 26 2249 20
internal_value=0 -6.74741e-09 4.03983e-09 6.49159e-07 -1.17372e-07 -1.14276e-08 2.36095e-08 1.60018e-06 -2.68658e-07 -1.20592e-07 1.95398e-06 -4.36443e-07 -2.1487e-06 -1.37146e-07 1.02603e-07 -1.66467e-07 -8.03136e-09 8.19674e-09 2.15849e-08 -3.00193e-09 -1.68962e-08 3.60174e-09 -1.99512e-08 -8.62484e-07 1.08557e-08 4.67001e-08 1.04437e-06 -1.47746e-08 4.96936e-09 -9.13124e-07
internal_weight=0 3100 3075 72 50 3003 2643 52 360 333 44 289 43 246 218 191 2591 2565 2542 2520 2496 2470 2438 86 2352 63 42 2325 2275 50
internal_count=3121 3100 3075 72 50 3003 2643 52 360 333 44 289 43 246 218 191 2591 2565 2542 2520 2496 2470 2438 86 2352 63 42 2325 2275 50
is_linear=0
shrinkage=0.1


Tree=7599
num_leaves=31
num_cat=0
split_feature=96 34 9 1 121 9 10 2 45 42 13 15 0 51 14 0 52 15 3 48 15 15 15 49 49 15 13 0 0 0
split_gain=1.99131e-09 3.36182e-09 3.96592e-09 3.41058e-09 7.89043e-09 2.69441e-09 7.96441e-09 8.09827e-09 2.63948e-09 2.29431e-09 2.43593e-09 2.69823e-09 3.07976e-09 1.24387e-08 1.41521e-08 9.41212e-09 8.63851e-09 1.4023e-08 1.29669e-08 9.80619e-09 1.21976e-08 2.04071e-08 1.14343e-08 3.84952e-09 6.62397e-09 6.85814e-09 1.59027e-08 4.45641e-09 4.68771e-09 1.33023e-08
threshold=0.090365000000000015 -0.097449999999999981 -0.092939999999999981 0.16540500000000002 -0.094339999999999993 0.092890000000000014 0.053330000000000009 -0.080614999999999978 0.094030000000000016 -0.23108499999999998 0.27020000000000005 -0.56020999999999987 -0.14226499999999997 -0.10316499999999999 -1.0000000180025095e-35 -0.14051499999999997 -0.080114999999999978 -0.090344999999999995 0.12178000000000001 -0.072824999999999987 -0.088749999999999982 1.0000000180025095e-35 -0.11033999999999998 0.12011500000000001 0.12595000000000003 -0.052074999999999989 -0.080759999999999985 -0.13455999999999999 -0.11173999999999999 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 9 -9 11 -11 13 -13 -15 -14 17 -16 19 -18 22 -22 -21 27 -25 26 -26 -17 -29 -30
right_child=-2 2 3 -5 5 -7 -8 8 -10 10 -12 12 15 14 16 23 18 -19 -20 20 21 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=9.8108671945088391e-07 -9.7049534295885178e-07 -1.3127492850443283e-06 -1.8904035982814094e-06 1.2753264383848417e-06 1.8056126882584069e-06 8.4705347817541557e-07 -1.9409232445847619e-06 8.7838809368652924e-07 -8.7783109045310143e-07 -1.1200013161561357e-06 -8.5488923964114538e-07 -1.9306942629990103e-06 -1.9504523531850285e-06 3.0521673375005776e-06 6.909924381530304e-07 1.304690933752513e-06 -1.3507540533312076e-06 -2.2962639343404591e-06 2.4237598352377093e-06 5.875749372886607e-07 3.8615117991867017e-06 2.8369271906182222e-07 -1.9573704533443629e-06 -2.0438173663706039e-06 1.0899728785964478e-06 8.2417683270017354e-07 -2.4754459094969335e-06 -7.5986620067013935e-07 1.3571124658885828e-06 -6.4015492069157778e-09
leaf_weight=35 21 23 22 21 25 38 21 30 34 21 33 23 25 20 33 27 31 30 33 55 25 44 26 24 22 39 29 76 74 2161
leaf_count=35 21 23 22 21 25 38 21 30 34 21 33 23 25 20 33 27 31 30 33 55 25 44 26 24 22 39 29 76 74 2161
internal_value=0 6.57412e-09 -4.55408e-09 5.33694e-09 -3.49119e-09 1.03508e-08 -3.87046e-10 1.34739e-08 -1.89604e-09 8.44127e-09 -7.12857e-10 9.28992e-09 1.77687e-08 3.09713e-07 4.83213e-07 -1.99472e-08 2.97729e-07 -7.31511e-07 6.00729e-07 2.68353e-07 6.02968e-07 1.58e-06 -2.29321e-07 -2.64213e-10 -5.67695e-07 -1.74063e-07 -9.37422e-07 2.74035e-08 1.24806e-08 3.87439e-08
internal_weight=0 3100 3065 3042 3021 2999 2961 2940 2915 2881 2851 2818 2797 320 297 2477 277 63 214 181 150 69 81 2452 114 90 51 2338 2311 2235
internal_count=3121 3100 3065 3042 3021 2999 2961 2940 2915 2881 2851 2818 2797 320 297 2477 277 63 214 181 150 69 81 2452 114 90 51 2338 2311 2235
is_linear=0
shrinkage=0.1


Tree=7600
num_leaves=31
num_cat=0
split_feature=421 10 3 0 9 9 149 45 1446 480 1 1 1447 1 1 457 1374 160 0 1 150 484 151 0 457 457 484 15 1 0
split_gain=2.03192e-09 2.99355e-09 9.86927e-09 1.11293e-08 7.7635e-09 3.79834e-09 2.88539e-09 2.52763e-09 2.23591e-09 5.85042e-09 3.73717e-09 6.51261e-08 1.57445e-08 1.56228e-08 1.09811e-08 9.12485e-09 8.12152e-09 9.5333e-09 7.26508e-09 5.98882e-09 7.27707e-09 2.94608e-08 6.79915e-09 6.39195e-09 5.83686e-09 5.84132e-09 5.49774e-09 1.92508e-08 1.20188e-08 6.86812e-09
threshold=-1.0000000180025095e-35 0.0036750000000000007 -0.014944999999999998 -0.079829999999999998 0.091600000000000015 0.085355000000000014 0.10022500000000002 0.10331000000000001 -0.09143999999999998 0.11471500000000003 0.092390000000000014 0.093100000000000002 0.050705000000000007 0.093700000000000019 0.094465000000000007 0.11612500000000002 0.089635000000000006 -0.55697499999999989 -0.26343999999999995 0.091535000000000019 0.10699000000000002 0.086135000000000017 0.084350000000000008 -0.23091999999999999 -0.14032499999999998 -0.079829999999999984 0.10126500000000001 -0.56020999999999987 0.16175000000000003 -0.14794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 7 8 -2 10 12 -12 16 -13 -15 18 17 -10 -16 20 22 -22 23 -19 -20 -26 27 -27 29 -29
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11 11 13 -14 14 15 -17 -18 19 24 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-1.0047106583144229e-06 -9.8814662160985688e-07 1.8381827741917632e-06 -1.9140952333699437e-06 1.2700030558627468e-06 -1.8811787433812491e-06 1.3443993685498191e-06 -1.1209433240636549e-06 9.0168607676611332e-07 -1.9425714050385067e-06 1.3463740142327652e-06 -5.2179790170612255e-06 2.6557354257896633e-06 2.1042020050941033e-06 -2.1701850382669362e-06 -1.7189065568311856e-06 1.6994986059797096e-06 1.6835194579580904e-06 1.6658933253233462e-06 1.4852340087874913e-06 1.5604928532866325e-06 -3.7705986395177089e-06 1.2908341773254506e-06 1.5525356510461908e-06 -1.1713119612187632e-08 -1.7851925635881118e-06 2.9069465137416215e-06 -1.6839915974742328e-06 7.9041898786956893e-07 -2.4544972055602038e-06 -1.6038702021042197e-07
leaf_weight=20 23 36 23 21 22 21 23 31 25 32 25 21 37 25 27 29 29 23 24 25 23 23 29 1813 20 22 20 89 21 519
leaf_count=20 23 36 23 21 22 21 23 31 25 32 25 21 37 25 27 29 29 23 24 25 23 23 29 1813 20 22 20 89 21 519
internal_value=0 6.48382e-09 6.10256e-07 -3.94412e-07 -9.50484e-09 4.22534e-09 -5.22518e-09 3.45892e-09 -6.06401e-09 1.72224e-09 -1.32756e-08 -1.90359e-07 6.02833e-08 -3.65146e-08 -1.07541e-07 -4.06592e-08 2.22808e-08 -2.28626e-09 -1.08671e-07 2.27691e-08 2.65233e-09 -1.23988e-06 3.32993e-08 9.30265e-09 -4.78647e-08 -1.01113e-07 -5.09166e-08 -7.45302e-10 -1.02445e-07 -2.12065e-08
internal_weight=0 3101 80 44 3021 2999 2978 2955 2924 2901 2869 842 2027 817 796 771 1990 1961 742 1936 1911 46 1865 1836 715 691 671 651 629 608
internal_count=3121 3101 80 44 3021 2999 2978 2955 2924 2901 2869 842 2027 817 796 771 1990 1961 742 1936 1911 46 1865 1836 715 691 671 651 629 608
is_linear=0
shrinkage=0.1


Tree=7601
num_leaves=31
num_cat=0
split_feature=1429 156 1425 52 475 2 1446 51 160 2 43 481 480 480 1419 1419 1420 1447 484 1446 12 480 13 475 484 1375 2 2 475 157
split_gain=2.188e-09 8.92544e-09 3.13068e-09 2.82859e-09 7.36302e-09 7.2059e-09 2.71073e-09 2.6651e-09 2.66132e-09 1.50885e-08 5.74739e-08 2.67043e-08 6.397e-09 8.37236e-09 5.32773e-09 4.24107e-09 5.42513e-09 3.90317e-09 1.20774e-08 1.14912e-08 3.60898e-08 1.09668e-08 7.48947e-09 4.23242e-09 2.01735e-08 1.21686e-08 3.0424e-08 1.13327e-08 8.85964e-09 4.87829e-09
threshold=-0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.55692499999999978 -0.086279999999999982 0.09580000000000001 0.11655500000000001 0.24916000000000002 -0.52439499999999983 0.083995000000000014 -0.077319999999999986 -0.082049999999999984 0.11303500000000001 0.10272000000000002 0.091465000000000005 0.086505000000000012 -0.084814999999999988 -0.086279999999999982 -0.081109999999999988 0.083715000000000026 0.08401500000000002 0.085285000000000014 -0.084154999999999994 -0.086279999999999982 0.085740000000000011 -0.15308499999999997 0.087675000000000017 0.08708500000000001 -0.08466499999999999 -0.083699999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 9 11 -11 -5 13 14 15 16 -10 18 -18 21 -21 23 -22 24 27 26 -25 -19 -27 -30
right_child=1 -3 -4 6 5 -7 -8 -9 12 10 -12 -13 -14 -15 -16 -17 17 19 -20 20 22 -23 -24 25 -26 28 -28 -29 29 -31
leaf_value=-9.9374444950874694e-07 2.1459201764238083e-06 2.1127443221757858e-06 -1.1442859568925693e-06 -3.3864875728216824e-06 -1.3996687336905532e-06 1.0384161559731756e-06 -9.2795849830906724e-07 -8.962331714263366e-07 -1.578373146251331e-06 -1.089560666170311e-06 4.9783983521828545e-06 1.5989563524142016e-06 -1.7931888960731614e-06 1.861343960740669e-06 -1.530121569529634e-06 1.2226402386009536e-06 -2.5003653095249475e-06 1.8273361411047519e-06 5.8270928649209158e-07 4.6456247129743715e-06 -1.6044743877804043e-06 -2.3551830452106517e-06 7.178328381658547e-07 4.1684595053936848e-06 -3.4761369407476652e-06 -1.6669662066703951e-06 -5.415483432358315e-07 -8.739860349367786e-07 7.7574297861815478e-07 -1.8691349600544305e-08
leaf_weight=22 22 20 24 22 22 27 32 33 22 37 27 21 20 24 23 28 24 25 27 22 21 20 41 24 20 32 32 41 80 2286
leaf_count=22 22 20 24 22 22 27 32 33 22 37 27 21 20 24 23 28 24 25 27 22 21 20 41 24 20 32 32 41 80 2286
internal_value=0 7.05733e-09 -6.62041e-09 2.31706e-09 6.26123e-07 -5.62342e-08 -1.25255e-08 -2.60212e-09 7.50059e-09 4.96994e-07 1.47036e-06 -9.51736e-07 -1.11252e-08 1.64027e-09 -1.44843e-08 -1.785e-09 -1.44033e-08 -1.63619e-09 -8.68149e-07 1.50779e-08 1.16596e-06 -2.26855e-08 -6.87551e-08 -4.31936e-09 -6.93869e-07 1.98458e-08 1.47703e-06 1.49242e-07 -1.41834e-08 8.17034e-09
internal_weight=0 3099 3079 3055 71 49 2984 2952 2919 107 64 43 2812 2792 2768 2745 2717 2695 51 2644 84 2560 62 2540 86 2454 56 66 2398 2366
internal_count=3121 3099 3079 3055 71 49 2984 2952 2919 107 64 43 2812 2792 2768 2745 2717 2695 51 2644 84 2560 62 2540 86 2454 56 66 2398 2366
is_linear=0
shrinkage=0.1


Tree=7602
num_leaves=31
num_cat=0
split_feature=1420 157 1428 472 1446 480 480 483 158 50 1456 1456 481 13 0 2 1456 43 1456 1447 481 1453 1455 159 1456 1456 133 2 483 482
split_gain=2.27969e-09 5.46855e-09 2.2962e-09 5.11171e-09 2.47214e-09 6.51118e-09 2.68474e-09 3.13725e-09 4.87717e-09 3.58108e-09 3.69561e-09 6.07202e-09 3.87173e-09 1.57118e-08 2.34337e-08 1.22253e-08 4.33107e-09 1.98848e-08 9.58118e-09 8.1271e-09 8.16469e-09 1.05999e-08 5.06303e-09 6.26586e-09 5.67281e-09 1.24054e-08 1.15461e-08 9.66603e-09 6.29641e-09 1.67537e-08
threshold=0.056520000000000008 0.63397500000000007 -0.020064999999999996 0.087430000000000022 -0.09143999999999998 0.11471500000000003 0.10982000000000001 -0.47356499999999996 0.13634500000000002 -0.47144999999999992 0.11510000000000002 0.10795500000000001 -0.086484999999999992 -0.085744999999999988 -0.086554999999999979 0.084055000000000005 0.085790000000000019 -0.018859999999999998 0.084415000000000004 -0.086359999999999978 -0.081614999999999979 -0.084064999999999987 0.098910000000000012 -0.46409499999999998 -0.077769999999999992 -0.011624999999999998 0.086910000000000015 0.087015000000000023 0.10143000000000001 0.098105000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 9 -9 11 12 13 14 -11 -15 18 -18 19 -14 -21 -22 24 -24 26 -26 27 -23 29 -27
right_child=-2 -3 3 -5 5 -7 -8 8 -10 10 -12 -13 16 15 -16 -17 17 -19 -20 20 21 22 23 -25 25 28 -28 -29 -30 -31
leaf_value=-7.7587572820304661e-07 -9.918989062300724e-07 1.6555825132513749e-06 -1.0859714558635115e-06 1.5250909696491859e-06 -1.1197713265573839e-06 1.3997276486213995e-06 -1.0889425257316718e-06 1.2956162088411953e-06 1.5614757052162533e-06 1.491152416595772e-06 1.1282363337678752e-06 -1.7625357719452952e-06 -1.9463649571414201e-06 3.7479324554451089e-06 -3.0830122254666916e-06 2.933385882997186e-07 3.2479462914933619e-07 -3.4648291943994994e-06 2.0631808927811852e-06 1.7136760342745455e-06 -2.1715442363015228e-06 1.1150959603664238e-06 -3.9642107907411629e-08 -2.1771298762314948e-06 -2.3354102470717489e-06 -9.0094880514938972e-09 2.3477318402529497e-06 -1.3536765879080279e-06 -1.1871900598107874e-06 2.4517178421287362e-06
leaf_weight=38 23 20 21 22 25 33 23 21 20 24 28 20 22 21 21 20 45 20 22 27 23 35 32 24 23 2336 31 29 44 28
leaf_count=38 23 20 21 22 25 33 23 21 20 24 28 20 22 21 21 20 45 20 22 27 23 35 32 24 23 2336 31 29 44 28
internal_value=0 7.36504e-09 -3.34463e-09 6.31201e-09 -4.75927e-09 2.81679e-09 -1.27359e-08 -4.31942e-09 5.24378e-09 -5.50368e-09 -1.50075e-08 -2.62512e-08 -1.39676e-08 6.46718e-07 -6.43458e-07 2.06276e-06 -3.46969e-08 -8.41243e-07 -1.51059e-08 -3.23336e-08 -1.63349e-08 -3.42659e-08 -1.52274e-08 -9.55708e-07 5.62255e-09 -2.4002e-08 7.63699e-07 -3.5666e-09 -1.9246e-09 2.01362e-08
internal_weight=0 3098 3078 3040 3018 2997 2964 2941 2916 2896 2875 2847 2827 86 45 41 2741 65 2676 2654 2632 2605 2582 56 2526 2431 95 64 2408 2364
internal_count=3121 3098 3078 3040 3018 2997 2964 2941 2916 2896 2875 2847 2827 86 45 41 2741 65 2676 2654 2632 2605 2582 56 2526 2431 95 64 2408 2364
is_linear=0
shrinkage=0.1


Tree=7603
num_leaves=31
num_cat=0
split_feature=40 130 42 132 1185 1203 39 9 12 11 9 41 11 15 34 374 1 45 49 475 2 2 4 52 12 52 16 1 3 49
split_gain=2.02211e-09 6.49617e-09 4.86055e-09 2.00975e-09 1.33566e-08 5.5227e-09 2.31082e-09 8.04414e-09 1.22904e-08 7.20088e-09 6.48004e-09 5.34723e-09 1.02869e-08 3.91633e-09 3.21594e-09 4.91585e-09 3.05186e-09 3.21896e-09 2.89195e-09 1.11707e-08 1.88659e-08 8.00445e-09 1.23376e-08 2.48119e-08 6.7687e-09 1.85376e-08 9.25202e-09 7.81182e-09 6.20298e-09 5.589e-09
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -1.0000000180025095e-35 0.092235000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088235000000000022 0.086565000000000017 0.081790000000000015 -0.069954999999999989 -0.097449999999999981 0.08987500000000001 0.15471500000000002 0.084355000000000013 0.097360000000000016 -0.085774999999999976 0.087625000000000022 0.10060500000000001 -0.011884999999999998 -1.0000000180025095e-35 0.089625000000000024 -0.42635499999999998 -0.018494999999999998 0.11654500000000001 -0.076969999999999997 0.092185000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 13 9 -9 -8 11 14 -13 -6 -11 16 17 18 29 -20 -21 22 -22 -24 26 -26 27 -23 -27 -16
right_child=1 2 -4 4 6 -7 7 8 -10 10 -12 12 -14 -15 15 -17 -18 -19 19 20 21 24 23 -25 25 28 -28 -29 -30 -31
leaf_value=1.0022830633715785e-06 -1.718731918096885e-06 -1.0541081055349315e-07 1.4233167187664245e-06 2.5298765162265877e-06 -1.2503857072942993e-07 -1.6082563109063943e-06 1.8993843468706473e-06 -3.0289011642087812e-06 2.7718090173632096e-07 1.1659025023183621e-06 -1.7984399377724004e-06 2.4150813382780494e-06 -4.2591641204126062e-07 1.7523783829176409e-06 3.0002313225045373e-10 -1.5835235950589775e-06 -1.2402082097651147e-06 9.5233385926413979e-07 -2.5899717081756535e-06 2.317414349103534e-06 2.2470723549234278e-07 1.4066182323156022e-06 -4.7086536803610876e-06 -3.9869168810301907e-07 2.9740554092920019e-06 9.4544074755731346e-07 -2.5255106947952299e-06 -1.2291491578292589e-06 -1.118791847355206e-06 1.0209607501110441e-06
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leaf_count=20 22 193 24 21 25 28 20 22 23 23 20 26 25 20 2186 20 20 35 20 28 39 22 22 34 24 24 20 23 37 55
internal_value=0 -6.46618e-09 5.76827e-09 -5.36796e-09 1.72817e-08 -2.95817e-07 -1.47567e-09 -1.3032e-08 -1.33913e-06 8.88285e-09 -5.10532e-09 8.26281e-09 1.02244e-06 7.09369e-07 -1.13887e-08 -2.17673e-08 -9.70273e-09 -1.23085e-10 -1.32786e-08 -3.08726e-07 -1.41601e-07 -4.22632e-07 -1.14087e-06 -2.09189e-06 3.22504e-08 6.19678e-07 -7.35924e-07 5.94482e-08 -3.06635e-07 2.53497e-08
internal_weight=0 3101 3079 3055 2834 221 2813 2768 45 2723 2703 2683 51 45 2632 2609 2589 2569 2534 293 273 245 95 56 150 85 65 45 61 2241
internal_count=3121 3101 3079 3055 2834 221 2813 2768 45 2723 2703 2683 51 45 2632 2609 2589 2569 2534 293 273 245 95 56 150 85 65 45 61 2241
is_linear=0
shrinkage=0.1


Tree=7604
num_leaves=31
num_cat=0
split_feature=11 142 147 147 48 15 0 33 10 0 0 2 13 42 15 0 4 402 1 15 12 16 15 51 0 2 48 3 2 52
split_gain=2.40932e-09 2.5976e-09 3.05041e-09 4.01864e-09 2.46726e-09 6.33653e-09 2.50148e-09 4.01453e-08 3.12304e-08 1.05174e-08 1.1423e-08 2.78934e-08 1.55402e-08 1.11149e-08 1.53709e-08 9.00886e-09 1.44378e-08 5.93186e-09 6.46075e-09 1.45993e-08 1.51257e-08 2.4324e-08 1.42486e-08 1.38991e-08 1.06699e-08 8.99702e-09 3.45866e-08 1.5882e-08 1.36653e-08 5.72093e-09
threshold=-0.072629999999999986 -0.057499999999999989 0.099230000000000013 0.093875000000000014 -0.089814999999999992 -0.0079099999999999986 -0.10224499999999999 -0.0066799999999999993 -0.014199999999999999 -0.097274999999999986 -0.094299999999999981 0.089725000000000013 -0.085584999999999981 -0.074124999999999983 -0.091964999999999977 -0.10836499999999999 0.053180000000000012 0.087880000000000014 0.082005000000000008 -0.07490999999999999 0.083310000000000009 -0.070454999999999976 -0.088429999999999995 0.092790000000000011 -0.11242999999999999 0.10402500000000002 0.087555000000000008 0.084940000000000015 0.11362000000000001 -0.080979999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 -6 13 11 12 -11 -9 -15 17 -17 18 24 22 21 -21 23 25 29 26 27 -20 -27 -10
right_child=1 2 -4 -5 6 -7 7 9 15 10 -12 -13 -14 14 -16 16 -18 -19 19 20 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-1.0675069991824179e-06 -1.075517492794957e-06 1.974368989914927e-06 9.05381251775931e-07 -1.2850388467692635e-06 -3.9741404293636149e-06 -3.3157231463029842e-07 3.5637120987530579e-06 8.582058734689435e-07 -5.4727076530980418e-07 1.629068608985284e-06 -6.5534817903001432e-09 3.9811328185805904e-06 -1.5124713971914617e-06 -3.4697066835492325e-06 -2.6679241977211448e-07 2.9876155537067465e-06 -6.0277788060418626e-07 -1.5064303800998813e-06 7.7082079650898034e-07 -5.2742702531460853e-06 2.7309908608881887e-07 -6.7308242840361476e-07 2.4388267162145858e-06 -2.5606831706361599e-06 -1.4151872184574251e-06 -2.2871127269339803e-06 3.6512310038202047e-06 -2.6978742673897863e-06 2.7088825120813454e-07 1.3390330715670956e-06
leaf_weight=21 22 22 38 24 21 26 32 21 20 31 2245 25 32 29 31 24 21 31 33 20 29 27 23 22 23 31 29 22 64 82
leaf_count=21 22 22 38 24 21 26 32 21 20 31 2245 25 32 29 31 24 21 31 33 20 29 27 23 22 23 31 29 22 64 82
internal_value=0 7.2334e-09 1.49724e-08 3.84224e-09 1.40986e-08 7.25317e-07 2.5964e-09 4.50069e-08 -1.96132e-07 -1.63709e-09 3.72558e-08 1.15489e-06 3.33657e-08 -1.12185e-06 -1.81487e-06 -3.7772e-08 1.3121e-06 -1.70983e-07 -7.35738e-08 -3.2525e-07 -1.52288e-06 -2.63103e-06 8.10888e-08 -1.88702e-07 5.30448e-07 1.02826e-07 8.5678e-07 -6.16657e-07 -5.63828e-07 9.6917e-07
internal_weight=0 3100 3078 3040 3016 48 2968 2446 522 2414 2333 88 63 81 60 501 45 456 425 300 76 47 224 201 125 179 84 55 95 102
internal_count=3121 3100 3078 3040 3016 48 2968 2446 522 2414 2333 88 63 81 60 501 45 456 425 300 76 47 224 201 125 179 84 55 95 102
is_linear=0
shrinkage=0.1


Tree=7605
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 48 132 399 1366 44 158 97 374 30 16 3 157 157 155 1 1 43 13 133 3 133 1 43 43 1
split_gain=2.51436e-09 5.87491e-08 3.25082e-08 1.12106e-08 2.51685e-09 3.6227e-09 4.03858e-09 2.70242e-09 2.05069e-09 2.67e-09 1.18077e-08 2.85951e-09 6.98866e-09 3.69894e-09 3.53577e-09 6.10137e-09 7.38727e-09 2.34017e-08 1.33895e-08 1.31568e-08 2.10317e-08 1.53409e-08 2.2283e-08 2.57334e-08 2.81653e-08 2.78459e-08 6.9092e-08 2.19373e-08 1.83137e-08 1.33925e-08
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.086035000000000014 -0.41127499999999995 0.085965000000000014 -0.087024999999999977 0.099360000000000018 -0.47356499999999996 -0.086464999999999986 0.08987500000000001 0.097280000000000019 0.033715000000000009 0.149315 -0.0045449999999999996 -0.04831499999999999 0.11562500000000002 0.10205500000000002 0.10538500000000002 -0.095589999999999994 -0.077944999999999987 0.090665000000000009 -0.076969999999999997 -0.006494999999999999 1.0000000180025095e-35 -0.071044999999999983 -0.11180499999999999 0.096575000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -8 -4 10 -10 -12 13 14 -13 16 17 18 -16 21 -21 28 27 25 -25 -24 -27 -23 -18 -28
right_child=2 -3 8 -5 -6 -7 7 -9 9 -11 11 12 -14 -15 15 -17 19 -19 -20 20 -22 22 23 24 -26 26 29 -29 -30 -31
leaf_value=1.4091652758452257e-06 -3.8540734555619403e-06 5.3559603586672024e-06 9.2510046414417965e-07 -2.4514696235655721e-06 1.0737075970588367e-06 -1.3144075794679384e-06 -1.1869550439769228e-06 9.0821914537168413e-08 2.1283763299624507e-06 -9.1145131424497101e-07 -1.1229867200397521e-06 5.3697849868125673e-08 1.4897007765336142e-06 -1.3752114375620295e-06 2.5877395599426414e-07 -1.8502155011323009e-06 -4.2487009228630972e-07 3.0137924353214528e-06 -2.1454932552673941e-06 3.3704600160230516e-06 -1.3683575705568806e-07 -1.6936282953303399e-06 -6.4133038053855508e-08 2.5657305242099901e-06 -1.9928564887033479e-06 -8.824859143601316e-06 -3.710762663220264e-06 2.2169744339883837e-06 3.0233526308620644e-06 -4.7951868356809932e-07
leaf_weight=20 22 21 24 20 21 21 20 96 26 32 23 2071 31 20 163 22 67 28 27 21 92 26 27 23 33 20 23 32 20 29
leaf_count=20 22 21 24 20 21 21 20 96 26 32 23 2071 31 20 163 22 67 28 27 21 92 26 27 23 33 20 23 32 20 29
internal_value=0 3.26731e-07 -2.46592e-08 -2.06672e-07 4.55529e-08 -9.1971e-08 9.67876e-08 -1.29484e-07 4.59328e-09 -3.14208e-09 7.15038e-09 -1.25608e-08 -3.35727e-09 -2.02249e-08 -1.02764e-08 -2.13172e-07 -1.56096e-07 3.14853e-07 -8.28851e-08 -4.04684e-07 5.14963e-07 -7.51084e-07 -1.2081e-06 -1.83377e-06 -1.2058e-07 -2.80285e-06 -3.82987e-06 4.63946e-07 3.67825e-07 -1.90872e-06
internal_weight=0 219 2902 198 178 157 136 116 2880 2856 2824 2798 2775 2744 2724 653 631 218 190 413 113 300 213 155 56 99 72 58 87 52
internal_count=3121 219 2902 198 178 157 136 116 2880 2856 2824 2798 2775 2744 2724 653 631 218 190 413 113 300 213 155 56 99 72 58 87 52
is_linear=0
shrinkage=0.1


Tree=7606
num_leaves=31
num_cat=0
split_feature=394 3 403 2 403 1210 1212 1212 13 43 158 13 16 133 133 1212 3 1213 1210 403 1213 1212 1213 133 402 129 402 1209 402 402
split_gain=2.09157e-09 1.36815e-08 2.31521e-09 1.98338e-08 6.90259e-09 3.57896e-09 2.39922e-09 1.46465e-08 1.21922e-08 1.95697e-08 1.82784e-08 5.27789e-09 4.20777e-09 6.94947e-09 1.15492e-08 3.90143e-09 8.83086e-09 3.27902e-09 2.64779e-08 1.99013e-08 4.83923e-09 6.87053e-09 1.24378e-08 8.73154e-09 3.86181e-09 7.55015e-09 1.23546e-08 3.65167e-09 3.38649e-09 3.91577e-09
threshold=0.013605000000000001 -0.083489999999999995 -0.54856499999999986 0.083715000000000026 -0.53960999999999981 -0.3960249999999999 0.08759500000000002 0.086920000000000011 -0.085584999999999981 -0.0017249999999999998 0.10398500000000001 -0.070304999999999992 -0.069894999999999985 -0.0023199999999999996 -0.054584999999999995 0.058525000000000008 -0.086869999999999989 -0.090764999999999985 -0.08453999999999999 0.059220000000000009 -0.067764999999999978 -0.063924999999999996 -0.0038499999999999997 -0.025314999999999994 0.10708500000000001 -0.082304999999999975 0.10052500000000002 -0.033554999999999995 -0.45454999999999995 -0.088189999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -6 7 15 9 -8 11 -10 13 14 -13 17 -17 19 -19 -7 -20 23 -23 -22 25 -24 27 -27 -29 -30
right_child=1 -3 4 -5 5 6 8 -9 10 -11 -12 12 -14 -15 -16 16 -18 18 20 -21 21 22 24 -25 -26 26 -28 28 29 -31
leaf_value=1.8171672561520392e-06 1.7555800500633123e-06 -1.294180914968024e-06 1.8520121466281124e-06 -2.0305830577018315e-06 -1.2545788550873429e-06 -3.2521482580705198e-06 3.279197502451787e-06 -2.2650577081690403e-06 1.7950004800937337e-06 -4.0330953568088636e-07 -2.7342053692297237e-06 1.5582018784243701e-06 -7.9837232744200545e-07 1.2128477033457948e-06 -1.4244153871115143e-06 -2.2453603705230309e-07 2.3780909786678836e-06 3.3791042363378917e-06 -1.3137573173951062e-06 6.992619026391367e-08 -1.5810442956728477e-07 -2.4089388830684687e-06 1.8536529772799915e-06 2.1422966869288236e-06 1.1689212201375726e-06 -1.311095825878345e-06 -2.4655472273593663e-06 1.0764348591659915e-06 -8.5586487895536084e-07 -9.0137804514077051e-09
leaf_weight=21 38 24 20 37 23 22 31 29 20 27 23 20 41 53 37 32 22 23 29 100 33 22 21 33 27 22 21 28 56 2186
leaf_count=21 38 24 20 37 23 22 31 29 20 27 23 20 41 53 37 32 22 23 29 100 33 22 21 33 27 22 21 28 56 2186
internal_value=0 5.75027e-07 -1.16478e-08 -6.37432e-07 4.46709e-10 -1.19757e-08 -2.31385e-09 -2.97974e-08 2.92807e-07 1.56493e-06 -8.75174e-08 2.6847e-07 6.62803e-08 3.8856e-07 -3.77883e-07 -5.58277e-09 8.35793e-07 -2.29043e-08 1.78998e-09 -5.29136e-07 -2.95572e-08 -1.43502e-08 -4.22249e-08 9.92096e-07 -2.01717e-08 -3.39273e-08 -5.10648e-08 -2.89426e-08 -1.65165e-08 -3.01662e-08
internal_weight=0 62 3059 58 3001 2981 2958 2706 252 58 194 171 151 110 57 2677 54 2623 2501 122 2478 2449 2383 66 2361 2334 2313 2292 2270 2242
internal_count=3121 62 3059 58 3001 2981 2958 2706 252 58 194 171 151 110 57 2677 54 2623 2501 122 2478 2449 2383 66 2361 2334 2313 2292 2270 2242
is_linear=0
shrinkage=0.1


Tree=7607
num_leaves=31
num_cat=0
split_feature=132 1211 393 1203 1208 1208 1209 1212 1213 401 401 1213 401 391 128 16 1185 128 1210 401 4 394 0 1 121 9 33 3 9 12
split_gain=2.03136e-09 5.49359e-08 2.89944e-08 6.25324e-09 2.03848e-09 3.35144e-09 3.27378e-09 2.27993e-09 2.93258e-08 4.19151e-08 2.89448e-08 1.47035e-08 6.97121e-09 1.173e-08 3.89288e-09 1.44494e-08 7.46528e-09 3.83408e-09 1.02038e-08 3.83993e-09 8.16389e-09 3.18418e-09 2.98547e-09 2.90202e-09 7.46669e-09 2.84742e-09 6.1447e-09 4.30011e-09 4.25908e-09 2.744e-09
threshold=-0.083284999999999984 0.085535000000000014 0.12679500000000002 0.089165000000000008 0.12461500000000002 0.10233500000000001 -0.097919999999999993 -0.089544999999999986 -0.090764999999999985 0.09530000000000001 0.11655000000000001 -0.16066999999999995 0.10632500000000002 -0.087114999999999984 0.10773500000000001 -0.080029999999999976 0.090595000000000009 0.10318000000000001 -0.12043 0.092045000000000016 -0.047864999999999991 1.0000000180025095e-35 -0.080869999999999984 0.16540500000000002 -0.094339999999999993 0.092410000000000006 -0.009184999999999997 -0.026224999999999995 0.085555000000000006 0.086305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 -2 8 11 -10 12 22 13 -9 16 -16 17 18 -15 21 -21 23 -8 24 -20 26 -26 -27 29 -28
right_child=2 -3 -4 -5 -6 -7 7 10 9 -11 -12 -13 -14 14 15 -17 -18 -19 19 20 -22 -23 -24 -25 25 27 28 -29 -30 -31
leaf_value=-2.1052819542798295e-08 -1.2763927202286142e-06 5.2896189549755948e-06 -3.8165414648005938e-06 -1.8854467421647313e-06 -1.0018985494752999e-06 9.3186670605623828e-07 -4.1721703102946494e-07 -2.4099679239952824e-06 -5.1350602689803098e-07 5.8831401599945828e-06 -3.2692470658393748e-06 -3.0304721454399444e-06 1.403642007997203e-06 -2.185928415851127e-06 2.8127733651734328e-06 -6.1190523682950832e-07 -1.7513756295291689e-06 1.3350296957138529e-06 -1.8061500816696459e-06 -4.969043602830512e-07 2.2029451004120424e-06 9.5771579188814428e-07 1.0616869097984387e-06 1.1965280333470218e-06 -1.5098156584119555e-06 -1.9591782130845558e-07 -1.1545434703249149e-07 1.8777531300884223e-06 1.4252104739127736e-06 1.0438904116453003e-07
leaf_weight=179 20 20 20 20 20 39 39 20 21 20 27 20 36 21 22 28 24 22 23 21 24 35 21 20 27 20 1135 20 21 1136
leaf_count=179 20 20 20 20 20 39 39 20 21 20 27 20 36 21 22 28 24 22 23 21 24 35 21 20 27 20 1135 20 21 1136
internal_value=0 2.93676e-07 -2.21661e-08 -2.08429e-07 4.16544e-09 1.11959e-08 -1.52322e-09 7.57325e-09 4.32179e-07 2.60681e-06 -1.15831e-08 -6.82319e-07 2.15457e-08 2.54779e-09 2.11127e-08 8.94953e-07 3.9719e-09 2.06564e-08 9.10377e-09 2.76758e-08 9.43015e-07 1.07737e-08 1.00399e-07 -3.02436e-09 -1.30962e-08 4.38591e-09 -1.00433e-08 8.40918e-07 7.62421e-09 -5.48425e-09
internal_weight=0 219 2902 199 2882 2862 2823 2803 121 41 2682 80 2655 2619 2599 50 2549 2525 2503 2482 45 2437 60 2402 2382 2359 2319 40 2292 2271
internal_count=3121 219 2902 199 2882 2862 2823 2803 121 41 2682 80 2655 2619 2599 50 2549 2525 2503 2482 45 2437 60 2402 2382 2359 2319 40 2292 2271
is_linear=0
shrinkage=0.1


Tree=7608
num_leaves=31
num_cat=0
split_feature=394 11 10 16 9 10 0 42 34 39 3 3 2 43 51 52 1 160 151 39 474 159 2 1 1 1 2 16 2 48
split_gain=1.99146e-09 1.9003e-09 2.36779e-09 5.32908e-08 4.22781e-08 1.30331e-08 5.62544e-09 5.15892e-09 2.70699e-09 2.05747e-08 2.46654e-09 1.32525e-08 8.94275e-09 6.29802e-09 5.64634e-09 2.59432e-08 1.07571e-08 9.05261e-09 1.02716e-08 7.11993e-09 8.73817e-09 1.33303e-08 8.23237e-09 3.84687e-08 3.36885e-08 1.67298e-08 1.52845e-08 1.07919e-08 1.07683e-08 6.34727e-09
threshold=0.264685 -0.072629999999999986 -0.012544999999999999 -0.056919999999999991 0.082870000000000013 -0.0091199999999999979 -0.057069999999999989 0.094525000000000012 -0.057544999999999992 0.089790000000000023 -0.013929999999999998 -0.022174999999999997 -1.0000000180025095e-35 -0.081374999999999989 0.093135000000000009 -0.080114999999999978 0.10781 0.096485000000000015 0.084990000000000024 -0.020804999999999994 0.091650000000000009 0.10442500000000002 0.10644500000000001 0.10781 0.102705 0.096125000000000016 0.11682500000000001 -0.49446999999999991 0.10005000000000001 0.085130000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -4 7 -3 9 -7 11 -10 -12 -14 17 -16 -17 18 19 -15 21 22 25 24 -24 29 -25 -28 -27 -21
right_child=-2 2 5 -5 -6 8 -8 -9 10 -11 12 -13 13 14 15 16 -18 -19 -20 20 -22 -23 23 26 -26 28 27 -29 -30 -31
leaf_value=-9.5521557211343733e-07 8.8892934945761233e-07 9.7932164266012479e-07 -2.4423655609304912e-06 4.3066919101032977e-06 -4.6849850973680016e-06 2.6499424970657299e-06 1.8976995818320575e-06 -1.2920029664087453e-06 -2.74818559537684e-08 -1.5052283122878925e-06 1.8564707208194402e-06 -1.9880955882659435e-06 -1.2348885487720991e-06 -1.1540190200776124e-06 -3.5304370173476359e-06 -9.4449378664762671e-07 1.5439573210666202e-06 1.946966639465586e-06 -2.010295321213107e-06 1.1936543043479842e-06 -1.1393521810253832e-06 2.7431079207350128e-06 6.5067358008263913e-07 1.9718083091323602e-06 6.4548525949703622e-06 -1.7499299793772003e-07 -2.7419204153981508e-06 6.3270242378621333e-08 -3.377410418384638e-06 -4.2003936740888422e-07
leaf_weight=21 25 20 22 27 21 26 20 20 2302 22 30 35 34 30 22 32 38 32 20 65 31 27 20 22 20 21 24 32 21 39
leaf_count=21 25 20 22 27 21 26 20 20 2302 22 30 35 34 30 22 32 38 32 20 65 31 27 20 22 20 21 24 32 21 39
internal_value=0 -7.18301e-09 -7.0864e-10 4.59226e-07 -8.23263e-07 -1.74504e-08 5.28339e-07 -1.56341e-07 6.64386e-10 7.45489e-07 -1.16765e-08 -5.68449e-08 1.76821e-07 8.17464e-08 1.72e-07 -5.35033e-07 4.0638e-07 3.33007e-07 1.94172e-07 3.19426e-07 4.56703e-07 6.2673e-07 4.10282e-07 1.03143e-06 3.55276e-06 -9.1743e-08 -2.6156e-07 -1.13895e-06 -1.7762e-06 5.88519e-07
internal_weight=0 3096 3075 108 81 2967 60 40 2945 48 2897 2337 560 530 496 92 70 404 372 352 322 291 264 118 40 146 78 56 42 104
internal_count=3121 3096 3075 108 81 2967 60 40 2945 48 2897 2337 560 530 496 92 70 404 372 352 322 291 264 118 40 146 78 56 42 104
is_linear=0
shrinkage=0.1


Tree=7609
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1426 1428 1429 475 157 1429 157 12 1 12 157 157 1 1453 481 481 1371 456 1 1 10 150 1 150 160
split_gain=1.93424e-09 1.55884e-08 7.04733e-09 1.99186e-09 7.96295e-09 2.42876e-09 2.92156e-09 4.69883e-09 1.39117e-08 3.31967e-09 1.64534e-08 1.03375e-08 9.50527e-09 1.0708e-08 1.01648e-08 7.20686e-09 1.26267e-08 5.78277e-09 3.64379e-09 6.05379e-09 1.09263e-08 3.24468e-09 4.33958e-09 3.29482e-09 6.73383e-08 6.18786e-08 1.642e-08 1.38226e-08 1.00142e-08 8.81978e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23752499999999996 0.32523500000000005 -0.085619999999999988 -0.071779999999999997 -0.012159999999999999 -0.024084999999999999 -0.087424999999999989 0.083925000000000013 -0.086394999999999986 0.084225000000000008 0.085110000000000005 0.089505000000000015 -0.085474999999999982 -0.083699999999999983 0.086720000000000005 0.088260000000000019 -0.15265499999999996 -0.091784999999999992 0.08976000000000002 -0.037984999999999991 0.092695000000000013 0.093205000000000024 -0.0082499999999999987 0.10699000000000002 0.094465000000000007 0.090480000000000019 0.11205000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -7 8 -8 10 12 -11 13 -9 -14 -13 -17 -16 19 -18 -21 22 -22 25 -25 -24 28 -26 -27 -29
right_child=1 3 -4 4 -6 6 7 9 -10 11 -12 15 14 -15 17 16 18 -19 -20 20 21 -23 23 24 27 26 -28 29 -30 -31
leaf_value=-7.0431601140518478e-08 2.7364305835709233e-06 -9.9250931043570752e-07 -1.7675377839460843e-06 -1.103172875218661e-06 1.9973076139123692e-06 -1.2016109496926221e-06 -7.3086453422632758e-07 2.8428574637473506e-06 2.0824095185955046e-06 2.0387628974276596e-06 -3.1411038446549359e-06 -1.7293390285999522e-06 -2.3940051780376356e-06 -4.2945618304202073e-07 -9.7651092119122045e-07 2.5144367609186703e-06 -1.434711540847881e-06 1.2659202377068615e-06 9.7696476611442485e-07 2.3222847204351638e-06 1.1624216485430344e-06 -1.1816174283770429e-06 -5.6401652818749431e-06 5.865244512506252e-06 -1.8454755986451161e-06 -4.0025247715912471e-08 -2.8191598798479218e-06 1.951159921377764e-08 1.8052672347342501e-06 1.8597782863488882e-06
leaf_weight=194 21 20 28 20 20 20 32 20 39 25 20 24 24 20 23 20 30 23 37 20 31 24 20 20 39 1494 21 735 30 27
leaf_count=194 21 20 28 20 20 20 32 20 39 25 20 24 24 20 23 20 30 23 37 20 31 24 20 20 39 1494 21 735 30 27
internal_value=0 2.17871e-08 -2.84481e-07 1.97909e-09 8.93842e-09 -5.07405e-09 2.71941e-09 1.13279e-08 8.14455e-07 -9.58224e-09 -5.02721e-07 1.51032e-08 -2.30153e-08 1.2067e-06 -7.2571e-07 -4.56691e-09 1.1679e-08 1.44705e-07 -8.12132e-09 -2.27533e-08 -5.54126e-09 -2.4614e-08 -1.31253e-08 -2.83986e-08 1.33845e-07 -1.13511e-07 -4.1969e-08 -9.26156e-09 -3.70059e-09 8.47179e-08
internal_weight=0 2899 222 2878 2858 2838 2818 2798 71 2727 130 2597 110 40 70 2572 2548 46 2528 2491 2461 2441 2417 2386 821 1565 1545 801 1524 762
internal_count=3121 2899 222 2878 2858 2838 2818 2798 71 2727 130 2597 110 40 70 2572 2548 46 2528 2491 2461 2441 2417 2386 821 1565 1545 801 1524 762
is_linear=0
shrinkage=0.1


Tree=7610
num_leaves=31
num_cat=0
split_feature=156 1428 132 50 1185 1203 132 1200 133 41 3 33 34 34 148 147 457 48 13 0 48 48 48 1 0 42 15 4 52 3
split_gain=2.08953e-09 4.83868e-09 2.03034e-09 5.59613e-08 2.91098e-08 8.82105e-09 2.21873e-09 2.70834e-09 2.60391e-09 2.39411e-09 8.1652e-09 6.54964e-09 3.97679e-09 4.54386e-09 2.66768e-09 7.29588e-09 9.54425e-09 5.80695e-09 5.58456e-09 4.3285e-09 3.77808e-09 5.32568e-09 1.20426e-08 3.38628e-09 3.22996e-09 1.2555e-08 1.44081e-08 1.27834e-08 4.78305e-08 1.53283e-08
threshold=0.3248100000000001 0.10668500000000002 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 -0.050879999999999988 0.092250000000000013 -0.53082999999999991 0.088520000000000015 -0.098469999999999988 -0.0066799999999999993 -0.112215 -0.085644999999999985 -0.068554999999999991 0.095485000000000014 0.091945000000000013 -0.072824999999999987 -0.080759999999999985 -0.24955499999999997 0.13765500000000006 0.12879500000000002 0.11926500000000002 0.088340000000000016 -0.11173999999999999 0.087550000000000017 -0.11033999999999998 -0.0070899999999999991 -1.0000000180025095e-35 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -6 8 -8 11 -11 -10 -13 -14 15 16 18 -16 -15 -19 21 22 24 -20 25 27 -27 28 -21 -29
right_child=-2 -3 4 -5 6 -7 7 -9 9 10 -12 12 13 14 17 -17 -18 19 23 20 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-7.0372012889896281e-09 -9.4964244186959821e-07 1.5574306744525756e-06 -3.6489847140976717e-06 5.1983985258630128e-06 9.2216281451293566e-07 -2.2226386658985576e-06 1.0860714672327793e-06 -1.1654148103446006e-06 1.4523991555301286e-06 3.5470313910288742e-07 -2.0997597897329125e-06 -1.4143563684854145e-06 1.5026556488351161e-06 1.9059171276951574e-06 -1.2599784989107907e-06 1.8612296271060458e-06 -1.6149492108315127e-06 1.2448857525534417e-06 -9.8678102631311061e-07 1.076357955142855e-07 1.1063832697141937e-06 -1.465324282657631e-06 2.4171930954253185e-06 6.6224390111253319e-07 1.3200094185195493e-09 3.4757420053210808e-08 -3.6351775060725432e-06 1.129206089548315e-06 -5.4120895634923732e-06 -5.7869156597172897e-07
leaf_weight=177 23 20 22 21 26 20 22 20 31 33 23 20 20 23 38 28 26 27 20 73 29 26 20 33 2026 20 23 112 20 99
leaf_count=177 23 20 22 21 26 20 22 20 31 33 23 20 20 23 38 28 26 27 20 73 29 26 20 33 2026 20 23 112 20 99
internal_value=0 7.03736e-09 -3.03667e-09 2.91138e-07 -2.54597e-08 -2.31971e-07 2.6296e-09 -5.87249e-09 2.43369e-09 -6.17282e-09 -6.5338e-07 7.18149e-09 -9.51689e-09 1.03391e-09 -1.03291e-08 4.31387e-07 3.88808e-08 -3.31795e-08 6.04665e-07 -1.43438e-08 -2.82324e-08 -4.18346e-08 -2.63684e-08 3.99703e-08 -4.69631e-08 -3.28869e-07 -1.92823e-06 -1.02644e-07 -1.0794e-06 3.2787e-07
internal_weight=0 3098 3078 218 2860 197 2838 2812 2792 2770 56 2714 2683 2663 2643 130 102 2513 76 2475 2448 2419 2393 53 2373 347 43 304 93 211
internal_count=3121 3098 3078 218 2860 197 2838 2812 2792 2770 56 2714 2683 2663 2643 130 102 2513 76 2475 2448 2419 2393 53 2373 347 43 304 93 211
is_linear=0
shrinkage=0.1


Tree=7611
num_leaves=31
num_cat=0
split_feature=393 1429 474 3 2 2 160 1348 151 16 1 15 48 147 1 1 160 1 1447 1184 160 481 13 403 1209 2 2 1213 128 1212
split_gain=1.99246e-09 1.95332e-09 4.77243e-09 2.52237e-09 1.09313e-08 2.58314e-08 1.33361e-08 7.06106e-09 5.06724e-09 7.95532e-09 1.03311e-08 4.4841e-09 4.22803e-09 4.19428e-09 3.71203e-09 1.2787e-08 1.07672e-08 1.06901e-08 1.09248e-08 1.00214e-08 9.10105e-09 7.74333e-09 3.34054e-08 1.11717e-08 8.26468e-09 7.32909e-09 1.70769e-08 1.92981e-08 1.41143e-08 1.87633e-08
threshold=0.12679500000000002 0.12521000000000002 -0.45463999999999999 0.10893000000000001 0.11215000000000001 0.10644500000000001 0.060610000000000004 0.090205000000000021 -0.080234999999999987 -0.08595499999999999 0.12958500000000003 -0.018314999999999994 0.13252500000000003 0.095485000000000014 0.085110000000000005 0.085760000000000017 -0.53908999999999996 0.084165000000000004 0.059120000000000013 0.088135000000000019 -0.43215499999999996 -0.087424999999999989 -0.08645499999999999 -0.55049499999999985 -0.089214999999999989 0.083995000000000014 0.084515000000000021 -1.0000000180025095e-35 0.079650000000000012 0.086920000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 11 8 13 -6 10 -10 -5 -11 14 17 -16 -17 18 21 20 -18 22 -4 -23 -25 28 27 -27 29 -26
right_child=-2 -3 3 4 6 -7 -8 -9 9 12 -12 -13 -14 -15 15 16 19 -19 -20 -21 -22 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-1.516510268456408e-06 8.2501710572802868e-07 9.7731180630944442e-07 1.9661822020247028e-06 -4.0513370756833928e-07 -9.6736539560993147e-07 4.3622502935392048e-06 -2.5941464900824944e-06 -1.8583490254102453e-06 3.1646056470435726e-06 -7.5635034409698649e-07 2.6735874207872713e-07 1.2627405255814127e-06 9.690123670225148e-07 1.3270662258907144e-06 -2.4109241435326114e-06 -2.4196175303359269e-06 1.5926754682974811e-06 2.1152686458663084e-06 1.8917111197703392e-06 2.0851854720100553e-06 -1.7613301452417255e-07 1.8867770256392192e-06 -3.1065371647333882e-06 -1.6731682014073285e-06 -5.1659110485560426e-07 4.322212907581502e-08 2.5089919606337258e-08 3.6048507919774454e-06 1.7275103032044994e-06 -3.8775804034685279e-06
leaf_weight=21 29 20 21 40 32 20 20 21 20 49 32 27 20 23 25 20 30 25 31 21 958 32 34 29 98 32 1321 29 21 20
leaf_count=21 29 20 21 40 32 20 20 21 20 49 32 27 20 23 25 20 30 25 31 21 958 32 34 29 98 32 1321 29 21 20
internal_value=0 -7.74846e-09 -1.41616e-08 -3.82097e-09 2.94083e-07 1.20843e-06 -1.65734e-07 -3.15727e-08 1.51706e-07 4.47658e-07 1.38168e-06 2.66995e-07 -2.56245e-07 -1.77235e-08 -2.89831e-08 -1.76311e-07 -1.2202e-07 6.27378e-08 3.19744e-08 -7.6478e-08 -1.22424e-07 -3.24356e-09 -1.16968e-06 3.73089e-08 -8.73634e-10 3.1011e-08 1.00628e-07 1.73646e-06 -6.6115e-07 -1.08625e-06
internal_weight=0 3092 3072 3051 260 87 173 2791 153 121 52 67 69 2770 2747 1054 1029 1693 1668 1009 988 1637 55 1582 1550 1521 1382 61 139 118
internal_count=3121 3092 3072 3051 260 87 173 2791 153 121 52 67 69 2770 2747 1054 1029 1693 1668 1009 988 1637 55 1582 1550 1521 1382 61 139 118
is_linear=0
shrinkage=0.1


Tree=7612
num_leaves=31
num_cat=0
split_feature=160 159 160 481 159 483 479 0 1447 1446 43 403 3 51 133 152 1455 160 1455 1454 483 13 12 4 483 484 1456 1456 4 43
split_gain=2.44362e-09 1.58623e-08 4.24866e-09 4.46805e-09 4.39984e-09 3.67456e-09 4.63404e-09 1.31325e-08 5.20244e-09 1.20712e-08 1.50462e-08 7.50844e-09 5.15453e-08 3.18938e-09 1.37708e-08 3.33602e-09 3.39779e-09 6.54109e-09 5.28044e-09 3.0644e-09 3.21754e-09 1.4852e-08 1.32749e-08 9.14997e-09 5.48053e-09 4.92536e-09 3.56585e-09 4.2228e-09 3.59674e-09 1.5694e-08
threshold=-0.54913999999999985 -0.025879999999999997 -0.53908999999999996 -0.24133999999999997 0.14029500000000003 -0.47181499999999993 0.086465000000000014 -0.079984999999999987 -0.086359999999999978 0.085345000000000018 -0.081374999999999989 -0.55276999999999987 -0.085784999999999986 -0.43587999999999999 0.090665000000000009 0.087525000000000006 -0.097209999999999977 -0.011159999999999998 -0.072959999999999983 0.10569000000000002 0.098395000000000024 -0.077799999999999994 0.23631000000000002 0.63113500000000011 0.095250000000000015 -0.073334999999999984 0.085275000000000004 0.081770000000000023 -0.50940999999999981 -0.014584999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 8 -8 9 10 -7 12 -10 14 -13 16 17 -15 -18 20 22 25 23 24 26 -22 27 28 29 -20
right_child=2 -3 3 4 -6 6 7 -9 11 -11 -12 13 -14 15 -16 -17 18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.3158893943120468e-07 -1.3111946063872893e-06 2.1931110076423013e-06 1.4875309494755129e-06 1.1814360750970712e-06 -1.4903677214306301e-06 6.8235394792282023e-08 -2.7414988954371273e-06 7.9905852647499396e-07 2.2102286578729036e-06 -5.5512601875307161e-07 3.9471843786031967e-06 -4.2143933569604998e-07 -4.9692771381160137e-06 -2.2068828639021377e-06 2.851271503914177e-06 -1.3017382919144894e-06 1.1948129995105135e-06 2.9187027466419254e-07 8.9941817650794426e-07 -9.3763176534724027e-07 6.8084708033211432e-07 2.3329385722688807e-06 -2.581152134553122e-06 1.9908030352503967e-06 -1.4860966675769306e-06 -1.4065071323006332e-06 7.3285274093739017e-07 -1.3375805964462492e-06 1.4753796646860198e-08 -2.4197316255642113e-06
leaf_weight=33 25 32 20 26 20 20 22 20 20 34 20 36 20 20 20 20 37 22 28 35 20 31 20 23 25 26 65 24 2328 29
leaf_count=33 25 32 20 26 20 20 22 20 20 34 20 36 20 20 20 20 37 22 28 35 20 31 20 23 25 26 65 24 2328 29
internal_value=0 6.06725e-07 -1.29028e-08 -2.19435e-09 -1.20896e-08 -2.20473e-09 -1.2584e-08 -1.05552e-06 2.40169e-09 8.30191e-07 2.00771e-06 -1.90993e-08 -1.37952e-06 2.73048e-10 7.47386e-07 -1.49243e-08 -5.50745e-09 -8.98012e-07 8.42239e-09 -8.11734e-09 4.30458e-09 6.41154e-07 -1.49863e-08 5.36395e-09 -1.29094e-08 -4.98962e-07 1.97729e-09 -1.77433e-08 -4.46192e-09 -7.89272e-07
internal_weight=0 65 3056 3031 3011 2991 2965 42 2923 74 40 2849 40 2809 56 2753 2733 42 2691 2654 2619 77 2542 2522 2499 46 2474 2409 2385 57
internal_count=3121 65 3056 3031 3011 2991 2965 42 2923 74 40 2849 40 2809 56 2753 2733 42 2691 2654 2619 77 2542 2522 2499 46 2474 2409 2385 57
is_linear=0
shrinkage=0.1


Tree=7613
num_leaves=31
num_cat=0
split_feature=40 130 40 42 39 33 12 9 10 376 15 16 15 12 402 151 3 3 2 52 148 15 0 16 1184 1366 15 15 15 2
split_gain=2.2104e-09 5.37839e-09 3.87175e-09 2.91795e-09 2.24336e-09 1.10845e-08 5.89577e-09 3.06427e-09 6.58876e-09 2.30207e-09 2.24957e-09 3.3733e-09 9.30899e-09 3.02593e-08 6.72534e-09 7.10455e-09 5.43407e-09 8.45351e-09 1.30887e-08 9.19496e-09 8.16867e-09 1.12858e-08 7.0943e-09 1.37021e-08 5.36839e-09 4.75946e-09 4.31225e-09 2.20267e-08 1.32261e-08 1.11955e-08
threshold=-0.24620999999999996 -0.22699999999999995 -0.099059999999999995 0.089905000000000013 -1.0000000180025095e-35 -0.009184999999999997 -0.029094999999999999 0.088235000000000022 0.09216000000000002 -0.083489999999999981 0.19724500000000003 -0.15241499999999997 0.050935000000000008 0.089300000000000004 0.095140000000000016 0.057610000000000008 -0.03694999999999999 -0.081459999999999991 0.10644500000000001 0.17829500000000004 -0.063899999999999985 -0.11713499999999999 -0.09515499999999999 -0.45661999999999997 0.088135000000000019 -0.083699999999999983 -0.10203999999999998 -0.10653 -0.096999999999999989 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -4 9 -9 -7 11 12 14 -14 15 16 17 18 -11 -19 -18 22 23 -22 25 -13 27 29 -28 -27
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leaf_value=1.0479169213795104e-06 -1.564758194790143e-06 1.2770472068268646e-07 -3.7363403191648108e-07 1.8359059799877288e-06 -1.9648082006197316e-06 -9.0083683497549176e-07 1.8709599482297731e-06 1.984986508318798e-06 -2.0688643562749578e-07 -1.1409419024991022e-06 9.3907001837578724e-07 -1.4193429201725395e-06 -3.2078988448048273e-06 1.124523330986449e-06 -1.5757393005818206e-06 -1.4120971760360526e-06 1.3725255139770863e-06 3.4158163214215168e-06 1.4180537710409351e-06 5.1259184203900081e-07 -5.0510187437876916e-07 -2.4880301893404067e-06 -1.5138691604003422e-06 2.5995603768554549e-06 -1.3729898682868226e-06 -1.3336121040266535e-06 -1.8356165526256519e-06 3.4755684298075226e-06 4.6513886656724998e-08 4.9834430596392492e-07
leaf_weight=20 22 20 25 20 29 29 22 24 32 41 25 22 38 28 27 29 27 20 39 24 44 24 24 21 27 41 38 22 2138 179
leaf_count=20 22 20 25 20 29 29 22 24 32 41 25 22 38 28 27 29 27 20 39 24 44 24 24 21 27 41 38 22 2138 179
internal_value=0 -6.75305e-09 4.37918e-09 9.81805e-07 -8.48593e-09 -1.92543e-08 6.77027e-07 -2.12474e-10 7.32488e-07 -1.43271e-08 -5.39423e-09 -1.36703e-08 -2.88566e-07 -1.3699e-06 -6.55402e-08 7.36249e-08 2.36829e-07 7.18903e-07 1.06568e-07 1.83224e-06 -1.90151e-07 -5.63534e-07 -4.45683e-08 4.97943e-07 2.93413e-08 4.48589e-08 5.81809e-08 4.58628e-07 1.36458e-08 1.56934e-07
internal_weight=0 3101 3079 40 3039 2992 47 2963 56 2907 2878 2853 386 66 320 293 264 124 80 44 140 113 89 65 2467 2440 2418 242 2176 220
internal_count=3121 3101 3079 40 3039 2992 47 2963 56 2907 2878 2853 386 66 320 293 264 124 80 44 140 113 89 65 2467 2440 2418 242 2176 220
is_linear=0
shrinkage=0.1


Tree=7614
num_leaves=31
num_cat=0
split_feature=132 1185 393 50 0 2 52 403 403 130 40 4 0 0 1453 0 12 0 12 2 480 16 12 12 1210 1212 1212 12 4 132
split_gain=2.31763e-09 1.54583e-08 5.01502e-09 4.20178e-09 2.49391e-09 4.19438e-09 3.91742e-09 4.44226e-09 3.7351e-09 2.19694e-09 3.93625e-09 3.40725e-09 2.40765e-09 1.21892e-08 9.18068e-09 8.96888e-09 2.24736e-08 1.60023e-08 1.55502e-08 1.19663e-08 1.05819e-08 7.10174e-09 6.90841e-09 2.14811e-08 1.70234e-08 1.50828e-08 7.87378e-08 1.98809e-08 2.3867e-08 1.2671e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.10483000000000002 0.09227500000000001 -0.10096999999999999 0.097385000000000013 0.089325000000000015 -0.020569999999999995 -0.089609999999999981 -0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.07847999999999998 -0.077429999999999985 -0.077984999999999985 -0.079829999999999998 0.093105000000000007 -0.080119999999999983 0.087765000000000024 -0.080614999999999978 0.11704500000000002 0.052820000000000013 0.085355000000000014 0.085635000000000003 -0.08126499999999999 -0.022679999999999995 -0.089544999999999986 0.090545000000000014 -0.078809999999999977 0.084605000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 -6 -3 -11 12 15 21 -15 17 18 19 -17 -12 22 -14 24 -24 -21 26 27 28 -25 -26
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leaf_value=-8.1843266899442027e-07 2.7271428604892989e-06 9.7755401584535044e-07 -1.5375344534716314e-06 -1.2840963517259366e-06 6.9216366633238233e-07 1.1114666244830063e-06 -1.3629892339395157e-06 1.3400137817143332e-06 -9.6789762637578844e-07 -1.4016903878655286e-06 2.1409454634353838e-06 1.1684226792567644e-06 -2.4612424331807275e-06 2.027671231579526e-06 -8.5737272986207332e-08 1.6729926898051418e-06 3.5881941057880345e-06 -2.6618866689370241e-06 -1.6309068773180429e-06 -2.9065633706243884e-06 -2.267690852590931e-06 -2.410079644050711e-07 2.604966048361471e-06 -6.1954043747478176e-07 -1.790902744632651e-07 2.9363579392175005e-07 -6.4336326767304508e-06 -1.9218614051212734e-06 4.0433122846835708e-06 1.6708572821663931e-06
leaf_weight=27 21 23 29 27 23 39 20 24 33 20 27 25 34 21 969 28 25 22 29 22 20 25 37 21 731 695 21 21 23 39
leaf_count=27 21 23 29 27 23 39 20 24 33 20 27 25 34 21 969 28 25 22 29 22 20 25 37 21 731 695 21 21 23 39
internal_value=0 2.38539e-08 -3.11396e-07 -1.27157e-07 6.10193e-08 2.31848e-07 -1.11203e-07 2.01743e-07 -2.86087e-07 4.12871e-09 -3.71325e-09 6.14902e-09 -4.19149e-09 -1.24124e-07 -4.09074e-08 6.72502e-08 1.08844e-06 1.73766e-08 -7.93867e-09 5.29492e-08 1.83628e-08 -1.52047e-06 4.67609e-08 2.50588e-07 -1.63758e-07 1.39049e-07 -1.11023e-06 6.09642e-07 1.81786e-06 -8.53916e-08
internal_weight=0 2899 222 193 166 139 100 80 56 2878 2855 2835 2810 1049 990 1761 82 1679 57 1657 1630 59 1610 818 792 781 86 65 44 770
internal_count=3121 2899 222 193 166 139 100 80 56 2878 2855 2835 2810 1049 990 1761 82 1679 57 1657 1630 59 1610 818 792 781 86 65 44 770
is_linear=0
shrinkage=0.1


Tree=7615
num_leaves=31
num_cat=0
split_feature=160 2 159 160 481 159 483 479 0 1447 12 480 403 2 2 403 4 13 1375 1209 2 399 1185 1453 483 1456 13 13 401 41
split_gain=2.26857e-09 1.41552e-08 4.1464e-09 3.27955e-09 3.9748e-09 3.54888e-09 2.9857e-09 3.32514e-09 1.01923e-08 4.10774e-09 1.17478e-08 2.23886e-08 9.8026e-09 3.12086e-09 9.14844e-09 4.07419e-08 5.45308e-08 5.19076e-08 1.6896e-08 1.06597e-08 8.49738e-09 8.31828e-09 8.82213e-09 7.35684e-09 7.74318e-09 1.42548e-08 8.32513e-09 1.04902e-08 8.10986e-09 6.80958e-09
threshold=-0.54913999999999985 0.083865000000000009 -0.032739999999999991 -0.53908999999999996 -0.24133999999999997 0.14029500000000003 -0.47181499999999993 0.086465000000000014 -0.079984999999999987 -0.085684999999999997 0.083985000000000018 0.08610000000000001 -0.55276999999999987 0.088125000000000023 0.087505000000000013 -0.0031149999999999997 -0.0086549999999999978 -0.082759999999999986 -0.15308499999999997 -0.090889999999999985 0.088930000000000023 0.091580000000000009 -1.0000000180025095e-35 -0.079219999999999985 -0.021199999999999997 -1.0000000180025095e-35 0.061215000000000012 0.086705000000000018 -0.46360499999999999 0.08690500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 -6 9 -9 10 -8 -12 -11 14 18 -16 17 -17 -14 -20 -15 22 -21 -24 25 -25 28 -28 -26 -30
right_child=3 2 -4 4 5 -7 7 8 -10 12 11 -13 13 20 15 16 -18 -19 19 21 -22 -23 23 24 26 -27 27 -29 29 -31
leaf_value=2.4512313248123978e-06 -1.1530874021445926e-06 -1.6002018253402638e-06 4.3606838573850842e-07 1.40206702553769e-06 1.063459156879477e-06 -1.3400095303950366e-06 2.1369830564561416e-06 -2.3815895216020263e-06 7.3754227997824278e-07 -1.851068770974962e-06 2.0600153141878347e-06 -1.7909629238804176e-06 -2.5911634528104816e-06 -1.0928449325800978e-06 -2.031831950810964e-06 8.3308834791751004e-06 -1.3822532240658842e-06 1.1261907195603271e-06 2.0529803295917023e-06 -2.0313245148004391e-06 -4.5129487936946719e-08 1.6340537754011564e-06 1.8074431323139814e-06 -3.2742768217985943e-06 -1.7579014096017172e-06 3.0752843838399715e-07 -2.7594510377391338e-06 -2.5608143232602744e-07 2.2600980956653475e-07 -1.5157572118803966e-06
leaf_weight=25 25 20 20 20 26 20 34 22 20 29 26 36 24 82 29 20 23 20 27 21 1383 32 23 20 22 25 22 70 932 23
leaf_count=25 25 20 20 20 26 20 34 22 20 29 26 36 24 82 29 20 23 20 27 21 1383 32 23 20 22 25 22 70 932 23
internal_value=0 5.84586e-07 -5.82067e-07 -1.24343e-08 -3.0261e-09 -1.23592e-08 -3.48153e-09 -1.28375e-08 -8.96289e-07 -1.43373e-10 6.43158e-07 -1.76037e-07 -2.19888e-08 -3.03118e-09 1.07687e-07 1.06985e-06 2.49761e-06 4.72854e-06 3.63574e-08 8.81738e-08 -1.03773e-07 4.35942e-08 -3.56369e-10 3.71549e-08 6.04979e-10 -1.28439e-06 5.46972e-08 -8.54713e-07 1.40333e-07 1.84061e-07
internal_weight=0 65 40 3056 3031 3011 2991 2965 42 2923 96 62 2827 2798 1333 92 63 40 1241 1217 1465 1190 1158 1137 1114 45 1069 92 977 955
internal_count=3121 65 40 3056 3031 3011 2991 2965 42 2923 96 62 2827 2798 1333 92 63 40 1241 1217 1465 1190 1158 1137 1114 45 1069 92 977 955
is_linear=0
shrinkage=0.1


Tree=7616
num_leaves=31
num_cat=0
split_feature=40 130 39 132 1185 15 1 15 0 52 124 52 52 16 1209 52 133 133 15 4 4 15 480 15 12 16 15 15 1213 42
split_gain=2.17997e-09 4.87934e-09 3.45392e-09 2.23355e-09 1.38204e-08 4.59231e-09 2.76669e-09 2.40464e-09 3.1726e-09 3.55245e-09 2.28517e-09 2.80729e-09 2.19904e-08 1.32011e-08 8.0548e-09 9.72143e-09 8.12368e-09 2.9821e-08 3.88293e-08 1.86297e-08 1.97415e-08 1.64068e-08 2.66261e-08 1.54047e-08 1.80935e-08 1.67181e-08 1.12306e-08 2.63978e-08 1.36509e-08 1.06266e-08
threshold=-0.24620999999999996 -0.22699999999999995 0.15438500000000002 -0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.089625000000000024 0.08517000000000001 -0.09515499999999999 0.088185000000000013 0.10634000000000002 0.085540000000000019 0.084505000000000011 0.15891500000000003 -0.084519999999999984 0.086450000000000013 0.085265000000000021 0.090665000000000009 -0.031204999999999997 -0.077679999999999985 -0.081224999999999978 0.12044500000000001 0.106725 -0.03241999999999999 0.097325000000000009 -0.039889999999999988 0.086195000000000008 0.085465000000000013 -0.086179999999999993 0.096450000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 8 -3 -10 11 12 -6 14 -13 -16 21 18 -18 20 -19 22 26 -21 25 -25 27 28 -17 -28
right_child=1 2 -4 4 10 -7 -8 -9 9 -11 -12 13 -14 -15 15 16 17 19 -20 23 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=1.040675213062059e-06 -1.4906738714030739e-06 8.0973868936608002e-07 1.2819797889495109e-06 2.5747732793423072e-06 -2.8753081689041962e-08 -1.4616335965911276e-06 -8.6924990625902867e-07 9.8416270191137309e-07 -6.4236788576085696e-08 -1.533614392558645e-06 1.0391196491625687e-06 -1.2508890258037094e-06 -2.6319161790841905e-06 -1.8103369484379074e-06 2.1293262891828948e-06 2.3028559928144951e-06 8.1872977477523346e-07 3.071200069371116e-08 6.2382184341913672e-06 8.4954830721660843e-07 3.5702398157319782e-06 2.4798613776511046e-06 -3.6286763870088003e-06 -4.5564669246390544e-06 8.3550482520916813e-07 -9.9814731936109421e-07 9.7906795115552242e-07 -3.5502119089869669e-06 -3.1302520842877064e-07 -1.3817383008591316e-06
leaf_weight=20 22 29 21 21 1951 30 40 24 76 21 21 35 33 33 28 22 39 40 20 43 26 25 21 23 23 31 143 24 214 22
leaf_count=20 22 29 21 21 1951 30 40 24 76 21 21 35 33 33 28 22 39 40 20 43 26 25 21 23 23 31 143 24 214 22
internal_value=0 -6.71044e-09 3.89274e-09 -4.88418e-09 1.89108e-08 -3.11839e-07 -1.30292e-07 6.67629e-08 -1.0798e-07 -3.82349e-07 -1.42527e-10 -7.94814e-09 -7.20517e-08 1.48679e-07 2.31667e-07 3.01411e-07 2.29928e-07 6.96961e-07 2.65584e-06 7.55946e-08 1.42507e-06 -1.30082e-08 -1.52743e-07 -6.66618e-07 -1.51331e-06 -2.51373e-06 1.9009e-08 -3.90499e-07 -6.91719e-08 6.64294e-07
internal_weight=0 3101 3079 3058 2838 220 190 150 126 97 2817 2796 1984 812 779 744 716 245 59 186 66 471 446 120 77 54 425 260 236 165
internal_count=3121 3101 3079 3058 2838 220 190 150 126 97 2817 2796 1984 812 779 744 716 245 59 186 66 471 446 120 77 54 425 260 236 165
is_linear=0
shrinkage=0.1


Tree=7617
num_leaves=31
num_cat=0
split_feature=130 40 15 12 142 45 3 1429 156 1429 1429 1429 1429 156 4 156 157 16 475 1371 156 3 2 43 2 155 151 150 0 15
split_gain=2.24115e-09 3.64342e-09 2.51737e-09 4.68437e-09 3.63367e-09 4.88179e-09 3.85382e-08 3.95594e-09 5.04952e-09 5.74171e-09 2.69725e-09 3.63546e-09 3.92586e-09 3.94855e-09 1.26257e-08 7.00636e-09 2.29004e-08 2.0446e-08 1.10018e-08 8.81247e-09 6.88984e-09 5.72074e-09 7.82045e-09 2.06631e-08 6.19898e-09 5.0501e-09 4.01311e-09 6.74155e-09 7.97876e-09 1.58714e-08
threshold=-0.23123999999999997 -0.24290999999999999 -0.5556049999999999 -1.0000000180025095e-35 -0.057499999999999989 0.083445000000000005 0.10299500000000002 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 -0.086994999999999989 -0.069929999999999978 -0.026244999999999997 0.092190000000000008 -0.50262499999999988 0.087515000000000009 -0.086284999999999987 -0.008069999999999999 -0.082824999999999982 0.083235000000000017 0.086340000000000014 -0.10831999999999999 0.095040000000000013 -0.069134999999999988 0.12198500000000001 0.099270000000000011 0.10561000000000002 0.12640500000000002 -0.23091999999999999 -0.092489999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 7 -7 -6 9 -9 -11 -12 -13 15 -15 19 -17 -18 -19 20 26 -16 25 -24 -25 -23 27 28 29 -14
right_child=1 2 4 -5 5 6 -8 8 -10 10 11 12 13 14 21 16 17 18 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=9.8348392241306377e-07 -1.3526405223274195e-06 -1.6866774694790366e-07 1.2425777774059616e-06 1.8846057812993423e-06 1.3647080076038622e-06 -4.3722083603370269e-06 1.3752060648844887e-06 1.5719151841277264e-06 -1.596229592450982e-06 -1.1173896733783874e-06 1.0540218450927342e-06 -1.3190169802921605e-06 -6.5581155309780077e-07 2.6405201740841299e-06 -1.4523735285365547e-06 -3.4112969947622896e-06 2.3014276109734057e-06 2.6927879763259344e-07 -2.6998200128562175e-06 1.7927093562388178e-06 -1.5834709480649118e-06 3.7331064254212485e-07 3.7699215481623588e-06 -1.1044703547633196e-06 1.0588926102172991e-06 -1.6382940996706453e-06 9.8752965421056166e-07 -1.655990551626019e-06 -3.1399066371112745e-08 2.9504297222396978e-06
leaf_weight=23 20 25 23 20 21 20 28 23 20 22 32 23 23 23 20 26 26 26 24 27 28 26 20 26 27 24 40 25 2384 26
leaf_count=23 20 25 23 20 21 20 28 23 20 22 32 23 23 23 20 26 26 26 24 27 28 26 20 26 27 24 40 25 2384 26
internal_value=0 -7.29733e-09 1.44434e-09 7.43898e-07 -9.5713e-09 -1.91392e-08 -1.01955e-06 -2.92729e-09 -1.26928e-08 -1.85036e-09 -1.43406e-08 -5.90278e-09 -1.78288e-08 -7.22003e-09 4.65927e-07 -3.68028e-08 -8.4952e-07 2.68775e-08 -1.15589e-06 -4.33235e-09 -2.35406e-08 1.16167e-07 3.71214e-07 1.03113e-06 -2.37979e-09 -5.9226e-07 -6.05542e-09 -2.22244e-08 -5.43685e-09 1.2577e-06
internal_weight=0 3098 3078 45 3033 3010 48 2962 2941 2921 2898 2876 2844 2821 166 2655 102 76 50 2553 2526 143 123 73 53 50 2498 2458 2433 49
internal_count=3121 3098 3078 45 3033 3010 48 2962 2941 2921 2898 2876 2844 2821 166 2655 102 76 50 2553 2526 143 123 73 53 50 2498 2458 2433 49
is_linear=0
shrinkage=0.1


Tree=7618
num_leaves=31
num_cat=0
split_feature=160 12 481 1 1 33 1 160 1 1 9 150 160 0 151 1456 1456 482 483 482 158 1374 132 15 393 50 13 3 1 1
split_gain=2.13956e-09 1.52902e-08 1.41673e-08 2.50871e-09 3.38066e-08 4.86882e-08 4.69337e-08 1.55715e-08 9.73649e-09 1.0823e-08 9.19134e-09 6.71435e-09 2.75873e-08 1.01335e-08 6.85602e-09 6.19813e-09 1.93499e-08 1.22832e-08 1.40397e-08 1.4771e-08 1.06106e-08 6.69012e-09 5.52925e-09 6.72405e-08 5.04401e-08 8.92506e-09 6.21902e-09 1.23899e-08 6.27321e-09 1.61897e-08
threshold=-0.54913999999999985 0.089625000000000024 -0.081539999999999987 0.091345000000000023 0.09202500000000001 -0.0066799999999999993 0.093100000000000002 -0.52800499999999995 0.093700000000000019 0.094465000000000007 0.081890000000000004 0.10699000000000002 -0.085764999999999994 -0.23001499999999997 0.095500000000000015 -0.079429999999999987 -0.0077899999999999992 0.098465000000000011 0.098395000000000024 0.089745000000000005 0.10654500000000001 -1.0000000180025095e-35 -0.083284999999999984 0.091650000000000023 0.11213000000000002 0.087730000000000016 -0.14179999999999995 -0.077774999999999983 0.085475000000000009 0.083135000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 -6 -7 -2 -8 -10 11 13 -13 -9 22 -11 -17 18 19 20 21 -18 23 25 26 -15 27 -24 29 -28
right_child=3 -3 -4 4 5 6 8 10 9 15 -12 12 -14 14 -16 16 17 -19 -20 -21 -22 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=1.3025330797621461e-06 2.2081198232737019e-06 2.7877830943691066e-06 -2.2862552234734973e-06 -3.2387405781264536e-06 4.5154437817428592e-06 -3.7354091258683704e-06 2.1219154968137101e-06 1.667520015220165e-06 -1.9241178778391563e-06 -1.4587829160258741e-06 2.1505110464659084e-06 1.8765000320508125e-06 -2.6191042718364653e-06 6.3836953853734929e-08 1.7508804642251233e-06 3.1275495740601404e-06 1.789634638100779e-06 -2.3512999250256557e-06 2.1667279988453932e-06 -2.2137560171131554e-06 2.2123092474079054e-06 -6.3735030922713261e-08 -2.5555336906433825e-06 5.6795556994095685e-06 -4.8382774562841494e-06 -2.1997095687709133e-06 -2.1006422865202128e-09 3.0444331116972072e-07 5.3946025002572386e-07 -2.2443730882294018e-06
leaf_weight=22 33 21 22 34 23 35 21 37 30 28 20 21 39 135 22 20 20 22 30 30 22 744 28 22 22 20 1329 33 203 33
leaf_count=22 33 21 22 34 23 35 21 37 30 28 20 21 39 135 22 20 20 22 30 30 22 744 28 22 22 20 1329 33 203 33
internal_value=0 5.67716e-07 -4.91861e-07 -1.20809e-08 -1.36501e-07 -3.35972e-08 -1.38016e-07 5.38984e-08 -7.8108e-09 -5.5088e-08 1.77023e-08 -4.24022e-09 -1.04564e-06 2.89255e-08 -3.89965e-09 6.12474e-09 5.23155e-08 -1.85424e-08 4.21203e-08 -3.59903e-08 4.71306e-08 -1.52175e-08 -2.50532e-08 5.06068e-07 -8.20971e-08 -2.28234e-07 -1.77454e-08 -1.00833e-06 2.08654e-08 -5.64288e-08
internal_weight=0 65 44 3056 1059 1025 1002 1997 967 946 1964 1944 60 1884 1847 916 888 868 846 816 786 764 1825 177 1648 155 1626 61 1565 1362
internal_count=3121 65 44 3056 1059 1025 1002 1997 967 946 1964 1944 60 1884 1847 916 888 868 846 816 786 764 1825 177 1648 155 1626 61 1565 1362
is_linear=0
shrinkage=0.1


Tree=7619
num_leaves=31
num_cat=0
split_feature=33 34 34 9 10 2 393 1456 2 154 157 1420 0 1420 0 0 157 12 1443 3 480 2 480 45 1 12 42 12 12 52
split_gain=2.82368e-09 2.86248e-09 3.34495e-09 3.02731e-09 6.54096e-09 2.7075e-09 2.17615e-09 2.09332e-09 4.22843e-09 2.60573e-09 8.54773e-09 4.064e-09 1.74083e-08 6.14645e-09 2.84882e-09 8.26197e-09 2.43657e-08 7.58583e-09 4.55964e-09 4.25235e-09 4.09594e-09 5.61013e-09 4.30606e-09 4.1954e-09 3.5166e-09 8.80935e-09 5.6067e-09 3.5774e-09 7.33337e-09 6.44541e-09
threshold=-0.009184999999999997 -0.112215 -0.085644999999999985 0.088235000000000022 0.09216000000000002 -0.055814999999999997 0.12679500000000002 0.11253500000000001 0.10327000000000001 0.085530000000000009 0.63604500000000008 -0.08341999999999998 -0.059114999999999994 -0.079539999999999986 0.12500000000000003 0.10455500000000001 -0.051074999999999988 0.091200000000000017 0.090755000000000016 -0.087784999999999988 0.11387000000000001 0.094215000000000007 0.106725 0.094030000000000016 0.16540500000000002 0.15120000000000003 0.15021500000000002 0.11351500000000002 0.10911500000000002 0.10263500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 9 -9 10 11 12 -7 -13 15 18 -17 -16 20 -19 22 -22 23 24 25 26 27 28 -15 -29
right_child=1 2 3 4 -6 6 -8 8 -10 -11 -12 13 -14 14 17 16 -18 19 -20 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-9.4964844837734076e-07 -1.1270819597215946e-06 1.3066892847746203e-06 -1.0617865295140898e-06 2.1283482729878808e-06 -1.5741853381253776e-07 -5.2978481094076863e-07 8.6664209636088846e-07 -1.4234653894289232e-06 4.6658504970764625e-07 1.1445850859104213e-06 -2.060938326167161e-06 -1.7071754611953067e-06 3.2091230104924761e-06 3.7799184774920042e-08 -4.9578164724593845e-07 1.3023946125527305e-06 -3.0490641757025163e-06 2.5834967726723337e-06 -1.2747432612164395e-06 5.213738427300996e-07 2.2199119416654868e-06 -1.486583162346733e-07 -1.2901417903776748e-06 -1.109186110426208e-06 1.3018401546105453e-06 -1.764545538241725e-06 1.5123192133396166e-06 -2.0594089231754419e-08 1.4961182187838468e-06 -1.8763459600542639e-06
leaf_weight=31 22 20 24 21 31 33 29 29 20 20 20 21 20 2332 33 22 31 20 27 20 20 20 25 32 22 27 26 61 35 27
leaf_count=31 22 20 24 21 31 33 29 29 20 20 20 21 20 2332 33 22 31 20 27 20 20 20 25 32 22 27 26 61 35 27
internal_value=0 9.51981e-09 1.76701e-08 9.21202e-09 7.6568e-07 -3.9176e-09 4.62509e-09 -3.86913e-09 -6.52016e-07 7.10502e-09 -8.10635e-10 1.36261e-08 8.81124e-07 -2.78849e-09 1.00864e-08 -6.53731e-09 -1.2428e-06 6.26529e-07 1.81506e-08 1.55244e-06 3.14389e-08 1.03563e-06 1.59122e-08 2.86567e-08 4.30483e-08 3.20063e-08 5.15577e-08 3.60873e-08 5.93628e-08 -5.89973e-07
internal_weight=0 3090 3068 3048 52 2996 2972 2943 49 2894 2874 2854 53 2801 2780 2707 53 73 2654 40 2627 40 2587 2562 2530 2508 2481 2455 2367 88
internal_count=3121 3090 3068 3048 52 2996 2972 2943 49 2894 2874 2854 53 2801 2780 2707 53 73 2654 40 2627 40 2587 2562 2530 2508 2481 2455 2367 88
is_linear=0
shrinkage=0.1


Tree=7620
num_leaves=31
num_cat=0
split_feature=33 47 47 9 3 47 47 131 1453 131 131 46 1209 1208 123 393 1456 1456 1454 12 1452 474 474 2 0 482 1456 482 484 2
split_gain=2.28724e-09 2.5825e-09 2.39946e-08 1.78885e-08 2.95845e-08 8.91604e-09 4.10773e-09 3.73715e-09 3.63387e-09 5.01887e-09 3.72172e-09 3.48772e-09 3.30492e-09 4.66476e-09 3.2783e-09 3.32439e-09 2.8381e-09 3.95444e-09 3.10372e-09 8.47208e-09 5.09014e-09 4.83197e-09 1.69143e-08 2.22854e-08 9.50772e-09 5.24862e-09 3.17517e-08 1.74715e-08 1.09538e-08 1.63321e-08
threshold=-0.009184999999999997 0.094160000000000008 0.096475000000000019 0.09055500000000001 -0.13309499999999996 0.091340000000000018 0.089640000000000011 0.13767000000000004 -1.0000000180025095e-35 0.095715000000000008 0.089005000000000015 0.096120000000000011 0.14268500000000003 0.11253500000000001 0.11679000000000002 0.12679500000000002 0.11585000000000002 0.10620000000000002 0.090210000000000026 0.089085000000000011 -0.073879999999999987 0.08708500000000001 0.089435000000000014 0.087470000000000006 0.030935000000000004 0.098465000000000011 -0.045159999999999999 0.090355000000000005 0.10126500000000001 0.087245000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 7 12 -4 10 11 -10 13 14 15 16 17 18 20 -20 -2 25 23 -23 -24 27 -27 28 -22 -30
right_child=1 2 8 4 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 21 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=-8.5468369624938915e-07 1.5307577360669133e-06 3.544880637275041e-06 1.3505675303804311e-06 8.8718487702976753e-07 -3.975842071311271e-06 2.1158883828320544e-06 -1.3641801252426625e-06 -1.2901115076922246e-06 -1.7240634722545238e-07 -1.1130938281966288e-06 1.0767953439686346e-06 1.2169703200015648e-06 1.2992505099873598e-06 -1.5125058234843893e-06 1.2091547383217562e-06 1.1350578566075106e-06 -8.5920644114354989e-07 1.2889937295312848e-06 -1.575591420241369e-06 9.5588473740804143e-07 -1.4625550461672335e-08 4.5358376047217808e-06 2.424262186289033e-07 3.4342667269982031e-07 -2.1098454055845649e-06 1.5708765128389741e-06 -3.4731328559937188e-06 2.6674439658573119e-06 3.3560955667866212e-07 -3.7056857416928325e-06
leaf_weight=31 22 21 20 22 29 20 22 22 187 38 35 20 20 20 23 26 38 24 39 20 2113 21 122 32 20 24 26 24 20 20
leaf_count=31 22 21 20 22 29 20 22 22 187 38 35 20 20 20 23 26 38 24 39 20 2113 21 122 32 20 24 26 24 20 20
internal_value=0 8.57898e-09 2.77083e-07 -2.25477e-08 -1.87807e-06 1.22689e-08 -3.32502e-09 7.86288e-09 4.83368e-08 -4.46797e-08 1.23088e-07 -3.81671e-08 1.86223e-08 8.89845e-09 2.05389e-08 9.98768e-09 -1.41654e-09 1.14826e-08 -7.66856e-10 -7.17464e-07 1.65348e-08 2.78045e-09 4.80109e-07 2.00457e-06 -8.88796e-08 -3.90153e-08 -1.05201e-06 -1.57495e-08 -4.56597e-08 -1.68504e-06
internal_weight=0 3090 321 2769 51 2718 2698 2676 300 280 242 207 2654 2634 2614 2591 2565 2527 2503 59 2444 2422 195 53 142 2227 50 2177 2153 40
internal_count=3121 3090 321 2769 51 2718 2698 2676 300 280 242 207 2654 2634 2614 2591 2565 2527 2503 59 2444 2422 195 53 142 2227 50 2177 2153 40
is_linear=0
shrinkage=0.1


Tree=7621
num_leaves=31
num_cat=0
split_feature=40 4 132 393 15 401 42 1213 133 133 52 52 52 43 13 13 3 13 43 2 13 2 159 4 0 1 52 1 42 52
split_gain=2.28056e-09 4.85174e-09 2.19116e-09 1.25513e-08 6.86667e-09 2.03259e-09 9.21691e-09 9.98912e-09 7.32105e-09 4.19257e-09 2.12635e-09 2.16893e-08 8.45738e-09 1.22076e-08 1.00379e-08 9.36676e-09 1.45475e-08 1.3391e-08 2.60309e-08 3.26432e-08 2.35977e-08 8.38268e-09 2.31315e-08 5.77596e-09 6.60431e-09 6.48907e-09 1.48867e-08 9.45297e-09 4.08089e-09 1.05013e-08
threshold=-0.24620999999999996 0.63556000000000001 -0.083174999999999985 0.12069000000000002 0.091475000000000015 -0.078179999999999986 0.10306000000000001 -0.060974999999999994 0.51114000000000004 0.41892500000000005 0.10347000000000002 0.096795000000000006 0.11008000000000001 -0.010739999999999998 -0.10278499999999999 -0.083499999999999977 -0.077774999999999983 -0.077944999999999987 -0.076124999999999984 0.092480000000000021 -0.076599999999999988 0.093680000000000013 -0.025879999999999997 -0.064054999999999987 -0.07384499999999998 0.099400000000000002 0.50609000000000004 0.11230000000000001 0.10705500000000003 -0.23798499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 -4 -8 9 10 11 28 13 -12 -14 16 21 18 19 -17 -19 22 -16 24 -22 26 -25 -27 -7 -30
right_child=1 -3 3 -5 -6 8 7 -9 -10 -11 12 -13 14 -15 15 17 -18 20 -20 -21 23 -23 -24 25 -26 27 -28 -29 29 -31
leaf_value=1.0644196311204725e-06 -7.8296312537944426e-08 -1.5216858211412424e-06 1.9003812171073756e-06 2.462571728756302e-06 -1.7068554545100293e-06 -3.8515032337503118e-08 -1.9934278465630735e-06 7.8050480408699202e-07 -1.4643759509253334e-06 1.4546838133355778e-06 2.9696764086111221e-06 -2.4410578067250461e-06 1.4563876246513801e-06 -3.4496067144118573e-07 -1.5775270177418234e-06 -1.9621099047008238e-06 -2.9070726239094965e-06 -3.4230226145634139e-06 3.7438734547582244e-06 2.8547633713552994e-06 2.3291570414585294e-06 -1.8026609609478328e-06 2.4165608241956164e-06 3.6096079399061133e-08 1.3850382377508401e-08 2.3555792173368674e-06 -2.9982293320720355e-06 -4.7039518312101732e-07 2.5683884164858947e-06 1.7361199013918908e-07
leaf_weight=20 189 21 30 21 30 2011 21 34 34 20 25 37 46 20 29 34 27 21 28 24 22 24 29 61 28 20 22 29 21 143
leaf_count=20 189 21 30 21 30 2011 21 34 34 20 25 37 46 20 29 34 27 21 28 24 22 24 29 61 28 20 22 29 21 143
internal_value=0 -6.85659e-09 3.47179e-09 2.68077e-08 -3.01387e-07 8.79675e-09 4.90431e-07 -2.78633e-07 -6.0631e-09 1.21591e-08 1.4777e-09 -4.02397e-08 1.90187e-07 1.4965e-06 5.779e-08 -1.03857e-07 -8.93788e-07 1.94075e-07 1.2399e-06 3.1079e-08 -2.48982e-07 -2.30877e-07 4.19517e-07 1.17254e-07 1.03259e-06 -2.29463e-07 -7.68183e-07 6.83064e-07 6.01812e-10 4.8026e-07
internal_weight=0 3101 3080 2861 219 2840 85 55 2755 2721 2701 2212 489 45 444 398 109 289 86 58 203 82 58 182 50 132 83 49 2175 164
internal_count=3121 3101 3080 2861 219 2840 85 55 2755 2721 2701 2212 489 45 444 398 109 289 86 58 203 82 58 182 50 132 83 49 2175 164
is_linear=0
shrinkage=0.1


Tree=7622
num_leaves=31
num_cat=0
split_feature=1211 50 2 132 15 132 1208 1208 1209 1209 1209 1209 403 1210 1210 1210 402 401 401 1213 1212 43 403 1212 160 2 160 481 159 2
split_gain=2.14621e-09 1.41955e-08 6.0015e-09 2.78712e-09 1.25231e-08 7.56125e-09 2.31341e-09 3.78653e-09 3.16567e-09 4.53507e-09 4.55844e-09 3.31677e-09 2.6751e-09 5.87713e-09 4.45179e-09 5.1543e-09 2.45456e-09 1.45924e-08 6.29244e-09 3.9192e-09 3.19674e-09 6.87402e-09 9.21956e-09 3.82825e-09 5.53725e-09 1.55514e-08 3.26163e-09 3.23057e-09 3.08577e-09 2.82836e-09
threshold=0.11048500000000001 0.096900000000000014 0.08919500000000001 -0.083284999999999984 0.091475000000000015 -0.050879999999999988 0.11531000000000001 0.10233500000000001 0.10656 0.094730000000000023 0.088060000000000013 0.086665000000000006 -0.55276999999999987 -0.090009999999999993 -0.079504999999999978 -0.05860499999999999 -0.45015499999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 0.14530000000000001 0.088355000000000003 -0.013024999999999998 -0.081499999999999989 0.086920000000000011 -0.54913999999999985 0.092120000000000021 -0.53908999999999996 -0.24133999999999997 0.14029500000000003 0.088125000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 7 8 9 10 11 12 -7 -14 -15 -16 17 -17 -18 20 23 -22 -23 24 25 -20 -26 -28 29 -29
right_child=1 -3 -4 5 -6 6 -8 -9 -10 -11 -12 -13 13 14 15 16 18 -19 19 -21 21 22 -24 -25 26 -27 27 28 -30 -31
leaf_value=-6.5299069578266448e-08 -1.3983518216933692e-06 2.6759610891117932e-06 6.2606156894240436e-07 1.744272376299705e-06 -2.3329494524659824e-06 -8.9054551708881366e-07 -9.8016140934002278e-07 1.0873724690441123e-06 1.2467698236662274e-06 -1.4458946297227468e-06 1.129512438637903e-06 -1.2709738766283236e-06 1.2535865771404724e-06 -1.3436988533612749e-06 1.3002909073141686e-06 -2.5914151153342987e-06 1.7616335753700697e-06 1.0110035843710015e-06 2.8426943953737313e-06 -1.3185794327712401e-06 1.98959672707133e-06 -1.4769140214809795e-06 1.1526614513475883e-06 -1.0660901671144528e-06 -1.2194107195840764e-06 -7.961605087589503e-07 1.2427776331946916e-06 1.0474077105377859e-07 -1.2703954007520225e-06 -1.2320421563450749e-07
leaf_weight=187 27 22 32 25 28 34 24 32 20 22 35 21 37 25 30 22 20 23 24 23 25 24 30 35 23 23 20 974 20 1234
leaf_count=187 27 22 32 25 28 34 24 32 20 22 35 21 37 25 30 22 20 23 24 23 25 24 30 35 23 23 20 974 20 1234
internal_value=0 5.0802e-07 -3.00365e-07 -1.35396e-08 -3.60621e-07 1.28754e-08 -2.58346e-09 5.86822e-09 -6.74408e-09 -1.59476e-08 -4.30476e-09 -1.91843e-08 -9.24941e-09 2.22228e-09 -1.57585e-08 -2.73946e-09 -1.82517e-08 -7.50179e-07 -4.94396e-09 -1.93356e-08 -7.04838e-09 6.18656e-07 -1.60388e-08 -2.80559e-08 -1.23824e-08 1.06198e-06 -3.4617e-08 -2.2495e-08 -3.3853e-08 -2.26524e-08
internal_weight=0 81 59 3040 215 2825 2800 2776 2744 2724 2702 2667 2646 2612 2575 2550 2520 45 2475 2455 2432 79 54 2353 2318 47 2271 2248 2228 2208
internal_count=3121 81 59 3040 215 2825 2800 2776 2744 2724 2702 2667 2646 2612 2575 2550 2520 45 2475 2455 2432 79 54 2353 2318 47 2271 2248 2228 2208
is_linear=0
shrinkage=0.1


Tree=7623
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1213 1201 43 43 1210 4 4 0 50 50 43 2 52 13 4 41 41 33 47 47 47 48 1375 1 47 1
split_gain=2.33166e-09 5.86161e-08 3.2085e-08 8.88862e-09 2.01169e-09 2.33067e-09 2.26565e-09 1.91037e-08 1.19728e-08 6.93542e-09 1.88018e-08 6.88583e-09 5.5276e-09 1.79407e-08 6.66849e-09 7.59803e-09 6.72581e-09 5.19232e-09 3.4476e-09 3.07466e-09 8.17308e-09 3.40114e-09 4.20215e-09 2.70591e-08 2.30641e-08 4.43029e-09 9.315e-09 3.88364e-09 1.48244e-08 1.43655e-08
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.51370000000000016 -0.072239999999999985 0.060960000000000007 0.055925000000000009 0.258635 -0.083249999999999977 -0.080744999999999997 -0.12333499999999999 0.11657000000000002 0.093975000000000017 0.097930000000000017 0.089005000000000015 -1.0000000180025095e-35 -0.055129999999999992 -0.35136499999999998 0.088520000000000015 0.082735000000000017 -0.009184999999999997 0.094160000000000008 0.098400000000000015 0.091210000000000013 0.12879500000000002 -0.42382999999999993 0.099990000000000009 0.107145 0.090275000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 7 8 19 18 -11 -12 13 14 -13 -16 -17 -18 -8 20 21 -7 24 -24 25 26 -23 29 -29 -25
right_child=2 -3 4 -5 -6 6 9 -9 -10 10 11 12 -14 -15 15 16 17 -19 -20 -21 -22 22 23 27 -26 -27 -28 28 -30 -31
leaf_value=6.4235837143815447e-09 -3.8281601663666981e-06 5.3381668459721938e-06 7.8684063221255597e-07 -2.2170127828502471e-06 1.004742005505932e-06 -1.2066881493944454e-06 -1.0009227610550755e-07 2.568568025504521e-06 -2.4497184131178077e-06 -3.4495688430524755e-06 1.3949456637216985e-06 9.0432024842664619e-07 1.0727530203829311e-06 -3.4484580669413842e-06 6.6548104200592211e-07 2.447937197302963e-07 -9.5438937582533389e-07 -3.1075261647726752e-06 1.6543925378679586e-06 -9.1081803203804957e-07 2.0333771396963128e-06 2.1650797418715227e-06 3.3311553896250449e-06 1.8726863471341416e-07 -3.3286204966099743e-06 -1.3218821013651906e-06 -3.2680075224187202e-09 2.8964646253371031e-06 -4.2470278486681982e-08 -2.8333315611916989e-06
leaf_weight=178 22 21 37 20 20 23 21 29 20 20 23 37 21 20 29 20 24 21 24 36 20 20 28 74 21 25 2106 20 121 20
leaf_count=178 22 21 37 20 20 23 21 29 20 20 23 37 21 20 29 20 24 21 24 36 20 20 28 74 21 25 2106 20 121 20
internal_value=0 3.14633e-07 -2.37499e-08 -2.18166e-07 5.31152e-09 -1.6775e-09 -1.20123e-08 1.6521e-08 -1.26855e-08 -2.93285e-07 -5.29571e-07 -2.30084e-07 -4.47384e-07 -6.58794e-07 -2.32891e-07 -6.80517e-07 -1.28104e-06 -1.95919e-06 8.35633e-07 6.7022e-09 2.00318e-08 3.64982e-09 1.50822e-08 3.92601e-07 -3.06303e-08 1.5677e-09 1.71304e-08 4.2475e-08 3.744e-07 -4.55412e-07
internal_weight=0 219 2902 198 2880 2860 2823 2563 2534 260 215 195 172 151 131 94 65 45 45 2514 2478 2458 2435 263 2172 2151 2126 235 141 94
internal_count=3121 219 2902 198 2880 2860 2823 2563 2534 260 215 195 172 151 131 94 65 45 45 2514 2478 2458 2435 263 2172 2151 2126 235 141 94
is_linear=0
shrinkage=0.1


Tree=7624
num_leaves=31
num_cat=0
split_feature=156 1425 52 157 471 1446 3 16 0 1446 3 13 1447 3 1447 4 480 160 479 1429 474 1429 3 157 2 157 157 12 45 11
split_gain=2.03232e-09 2.9945e-09 3.30795e-09 5.24994e-09 3.52405e-09 2.76488e-09 6.98137e-09 1.07329e-08 6.93111e-09 3.18883e-09 1.25711e-08 1.14666e-08 4.12794e-09 3.49842e-08 2.04686e-08 1.80188e-08 9.70033e-09 4.23931e-09 4.50557e-09 3.33453e-09 1.68482e-08 2.03903e-08 8.10569e-09 4.4371e-09 2.21177e-08 2.27243e-08 1.2315e-08 1.20649e-08 3.82179e-09 1.23217e-08
threshold=0.32523500000000005 0.10129000000000002 -0.56741999999999992 -0.082509999999999986 0.10338500000000002 0.092750000000000013 -0.082879999999999995 -0.026164999999999997 -0.091069999999999984 0.086195000000000008 -0.086224999999999982 -0.084319999999999992 -0.085709999999999995 -0.085784999999999986 -0.081699999999999981 -0.0047449999999999992 0.11387000000000001 -0.53908999999999996 0.080360000000000015 -0.012159999999999999 0.090440000000000006 -0.081234999999999988 -0.082404999999999992 -0.086284999999999987 0.087015000000000023 -0.087424999999999989 -0.083699999999999983 0.089735000000000023 0.094030000000000016 -0.014494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 -7 8 -8 12 -11 -12 13 -4 -14 -15 17 -16 19 20 21 22 -19 24 -21 27 -25 -26 29 -28
right_child=-2 -3 4 -5 -6 6 7 -9 -10 10 11 -13 14 15 16 -17 -18 18 -20 23 -22 -23 -24 26 25 -27 28 -29 -30 -31
leaf_value=-2.3441522595627854e-07 9.8044100533505633e-07 -1.0966592826662237e-06 3.7041823064170714e-06 2.0016397435202162e-06 -1.2169363356425341e-06 1.7086879376454984e-06 -1.9531224676360252e-07 -1.218667298038175e-06 2.3148694067871975e-06 -2.8026392442370707e-06 1.7270108055337613e-06 -1.3641898043204038e-06 -2.4990038169066382e-06 -2.7199239252695406e-06 -1.0902273819131854e-06 1.0401059046927231e-06 1.8925894412152252e-06 1.4019337825066898e-06 1.3384076783040656e-06 -3.2600700426428378e-06 -1.948738410533224e-06 3.6197872741468017e-06 -1.3765024261504419e-06 1.9443054442014329e-06 -2.1503848117276905e-06 2.9657511125454525e-06 2.2863561852041722e-06 8.9170220317927571e-07 -1.2134777517968799e-06 -3.9479969111873286e-08
leaf_weight=21 21 25 26 21 24 33 22 39 22 20 24 24 33 25 36 26 27 21 25 25 20 25 21 32 32 21 23 22 27 2358
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internal_value=0 -6.64025e-09 2.2217e-09 8.83612e-07 -9.98351e-09 -3.56772e-10 4.78353e-07 -1.08165e-08 1.05978e-06 -1.95515e-08 -6.96251e-07 1.81411e-07 -3.26279e-09 7.18875e-07 -2.34974e-08 -8.03046e-07 6.59166e-09 -1.23525e-08 2.27927e-09 -1.04361e-08 5.98322e-07 1.35864e-06 1.27157e-08 -3.12872e-08 -6.84158e-07 1.74479e-07 -4.5302e-09 -9.11016e-07 -3.04284e-08 -1.70128e-08
internal_weight=0 3100 3075 42 3033 3009 116 83 44 2893 68 48 2825 77 2748 51 2715 2688 2652 2627 87 67 42 2540 100 75 2440 54 2408 2381
internal_count=3121 3100 3075 42 3033 3009 116 83 44 2893 68 48 2825 77 2748 51 2715 2688 2652 2627 87 67 42 2540 100 75 2440 54 2408 2381
is_linear=0
shrinkage=0.1


Tree=7625
num_leaves=31
num_cat=0
split_feature=40 130 12 133 1212 401 132 1185 1203 401 401 1212 43 1209 394 1184 394 129 401 4 15 402 402 402 16 39 33 403 1210 3
split_gain=2.08929e-09 4.88367e-09 4.56249e-09 4.54342e-09 2.54625e-09 3.7306e-09 2.42293e-09 1.45288e-08 6.45657e-09 2.43134e-09 3.60359e-09 2.96316e-09 1.20466e-08 8.9355e-09 2.75639e-09 6.30183e-09 3.16083e-09 4.99289e-09 3.45309e-09 5.82926e-09 5.84253e-09 2.98046e-09 6.57055e-09 7.15367e-09 1.57061e-08 3.59388e-09 1.00669e-08 3.43304e-09 2.36331e-08 1.61995e-08
threshold=-0.24620999999999996 -0.22699999999999995 0.13043000000000002 1.0000000180025095e-35 -0.52517999999999987 0.13699500000000003 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11769000000000002 0.10956 -0.092474999999999988 -0.00088499999999999983 -0.089214999999999989 -0.11103499999999998 0.084515000000000021 -0.087649999999999992 -1.0000000180025095e-35 0.081905000000000019 -0.083644999999999983 0.083195000000000005 0.11174500000000002 0.096735000000000002 0.079755000000000006 -0.08231999999999999 -1.0000000180025095e-35 -0.009184999999999997 0.0033700000000000002 -0.090009999999999993 -0.078344999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_value=1.018810837649653e-06 -1.4911821562112562e-06 1.084185781846394e-06 1.65464700647576e-06 -9.4507138496906172e-08 -1.1988318494683304e-07 -1.3819950072502252e-06 2.6331297195134715e-06 2.4674114258785901e-06 -1.7547436619176033e-06 8.2096762331015533e-07 -1.0259855694373852e-06 -1.8297188455983781e-06 -5.3296062390018057e-07 8.9337219435492452e-07 8.9590516952926121e-07 -1.5928920602164e-06 -1.5850312672682775e-06 1.0503867184041838e-06 -7.4103025131495758e-07 3.7257887423141449e-07 2.1798601766123388e-06 -1.2391719428705983e-06 1.7476989128118433e-06 -3.3062667043958798e-06 1.7202933991832064e-07 -1.9361891157098367e-06 -3.2103089206034582e-06 1.572334358045807e-06 1.2815876891184085e-08 -8.4988210022155881e-07
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internal_value=0 -6.5598e-09 4.04809e-09 8.67528e-07 -1.31128e-08 -2.0799e-08 -1.16574e-08 1.28034e-08 -3.44276e-07 -7.18455e-09 -1.78488e-08 -4.69751e-09 7.2174e-07 -1.99007e-08 -1.1137e-09 -1.29612e-08 2.57707e-09 -1.13421e-08 1.33356e-09 5.59775e-07 9.82536e-07 -2.35696e-08 -1.32548e-08 -2.90852e-08 -1.15605e-06 -1.91167e-09 -1.68843e-08 6.43754e-09 -2.23344e-08 5.43428e-07
internal_weight=0 3101 3079 60 3019 2998 2978 2774 204 2753 2718 2683 55 2628 2601 2567 2542 2503 2483 106 80 2377 2357 2336 55 2281 2249 2222 2109 113
internal_count=3121 3101 3079 60 3019 2998 2978 2774 204 2753 2718 2683 55 2628 2601 2567 2542 2503 2483 106 80 2377 2357 2336 55 2281 2249 2222 2109 113
is_linear=0
shrinkage=0.1


Tree=7626
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1208 1208 1208 52 52 16 1210 52 0 0 42 133 1210 401 2 131 480 3 0 131 481 403 1456 1456 3 43
split_gain=2.35895e-09 5.47811e-08 2.97099e-08 9.51982e-09 2.21689e-09 4.55849e-09 2.85152e-09 2.33456e-09 1.61578e-08 1.13885e-08 1.1066e-08 7.97634e-09 3.06596e-08 1.48288e-08 1.87816e-08 4.47101e-08 2.56312e-08 1.26258e-08 8.92469e-09 6.93566e-09 3.47057e-08 3.13065e-08 9.46667e-09 8.89595e-09 1.87814e-08 1.81416e-08 1.35228e-08 1.11559e-08 7.86658e-09 1.60383e-08
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.11846000000000001 0.106285 0.094315000000000024 0.085540000000000019 0.084505000000000011 0.15891500000000003 -0.099939999999999987 0.10263500000000002 -0.069824999999999984 -0.078904999999999989 0.087075000000000014 -0.062749999999999986 -0.018549999999999994 -1.0000000180025095e-35 0.088665000000000008 0.089415000000000008 0.11240000000000001 -0.069009999999999974 -0.077999999999999986 0.083410000000000026 -0.085749999999999979 -0.085604999999999987 -0.15308499999999997 -0.081419999999999979 -0.097174999999999984 -0.11008499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 8 10 11 -4 12 13 14 16 -16 -9 -13 -18 20 23 22 -21 24 -19 -26 -27 -28 -29 -30
right_child=2 -3 4 -5 -6 -7 -8 9 -10 -11 -12 17 -14 -15 15 -17 18 19 -20 21 -22 -23 -24 -25 25 26 27 28 29 -31
leaf_value=4.6273702367078992e-08 -3.6847696099522929e-06 5.3053780928280507e-06 -1.9600578434423809e-06 -2.2541049690971706e-06 9.6116676028638409e-07 -1.3220260364313128e-06 1.0935357330173664e-06 -3.1366004712005883e-06 -2.1887618009129385e-06 -1.5711231056712138e-06 7.9419331948348289e-09 -1.8913339081819054e-06 3.7461438378629501e-06 -2.1757315753813021e-06 -3.4720775353754881e-07 5.8909307244903176e-06 1.5996971419468228e-07 -2.6672502835936033e-06 2.2955190146944917e-06 -6.6661431379917573e-07 4.364390808291319e-06 -3.6636398717746492e-06 1.8469748863873096e-06 2.1437026475723544e-06 2.5645650922736598e-06 -2.0687505164100153e-06 2.4412773603899044e-06 -1.5044886235808654e-06 2.8262764793734753e-06 -7.5381061515976977e-08
leaf_weight=179 22 20 29 20 24 26 24 22 35 37 1936 33 29 22 27 20 106 25 24 31 20 25 29 20 29 30 20 31 21 205
leaf_count=179 22 20 29 20 24 26 24 22 35 37 1936 33 29 22 27 20 106 25 24 31 20 25 29 20 29 30 20 31 21 205
internal_value=0 3.16477e-07 -2.38805e-08 -1.8492e-07 4.08464e-09 -3.95806e-09 8.15139e-09 -1.13201e-09 -5.90364e-08 1.42551e-07 -2.11023e-08 2.25004e-07 6.8904e-07 2.87882e-07 5.60241e-07 2.30732e-06 2.00266e-08 1.47935e-09 5.54225e-07 1.30004e-07 3.03929e-07 -6.90515e-07 5.48287e-07 9.07815e-08 -2.29537e-08 1.73795e-07 -5.20437e-08 1.66372e-07 -1.06633e-08 1.94242e-07
internal_weight=0 219 2902 199 2880 2856 2830 2806 2000 806 1965 769 250 221 199 47 152 519 130 486 401 85 60 381 361 336 307 277 257 226
internal_count=3121 219 2902 199 2880 2856 2830 2806 2000 806 1965 769 250 221 199 47 152 519 130 486 401 85 60 381 361 336 307 277 257 226
is_linear=0
shrinkage=0.1


Tree=7627
num_leaves=31
num_cat=0
split_feature=394 1210 1213 403 3 2 1212 4 16 130 16 13 16 1208 1213 1212 3 402 16 401 402 403 3 1210 131 131 480 481 4 15
split_gain=2.20612e-09 2.20347e-09 1.39007e-08 7.4509e-08 2.74293e-08 1.97858e-08 1.87438e-08 1.75908e-08 1.56336e-08 2.20414e-08 2.73951e-08 2.57056e-08 1.53463e-08 5.14163e-09 3.17338e-09 3.67461e-09 1.18699e-08 4.58783e-09 1.15696e-08 3.01769e-09 1.59571e-08 2.50536e-09 1.80958e-08 2.89058e-09 2.05791e-09 2.3857e-08 1.18018e-08 4.08943e-08 7.95384e-09 1.72341e-08
threshold=0.264685 -0.00046999999999999993 -0.087969999999999979 -0.0031149999999999997 -0.079594999999999985 0.089885000000000007 0.10083000000000002 -0.07958999999999998 -0.079109999999999986 0.08610000000000001 -0.082404999999999992 -0.072309999999999985 -0.069144999999999984 0.11531000000000001 0.51049000000000011 0.11796000000000001 -0.078084999999999988 -0.45454999999999995 -0.072359999999999994 -0.06959499999999999 -0.41103999999999991 -0.52445499999999989 -0.085709999999999995 1.0000000180025095e-35 0.091360000000000011 0.090445000000000011 0.11191000000000002 -0.0050099999999999988 -0.067104999999999984 0.083195000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 8 -6 -1 9 10 11 -4 -10 14 15 17 -17 18 -3 -19 -21 22 -22 24 25 26 -23 -28 -26 -30
right_child=-2 13 3 -5 6 -7 -8 -9 12 -11 -12 -13 -14 -15 -16 16 -18 19 -20 20 21 23 -24 -25 28 -27 27 -29 29 -31
leaf_value=-2.9612681474746854e-06 9.3561388553098373e-07 -4.4493697670431076e-07 2.7108772764942542e-06 6.4237526055421775e-06 -4.4846799845288389e-06 3.3937814908891932e-06 -1.552690565631565e-07 8.9770424917138108e-07 -3.0783838390391342e-06 -1.7879612707877809e-06 4.849329093303823e-06 -2.0798849542795023e-06 4.9773047242259354e-07 -1.5923414918818579e-06 1.1745382959237428e-06 7.5208157091261852e-07 -2.5717370874644987e-06 1.1321230312494829e-06 2.6443858867640884e-06 -2.7895813976404803e-06 -1.2116301231502724e-06 -5.2158018648867335e-08 2.8485202121720205e-06 -9.9463095759875312e-07 -9.468254244314846e-07 -3.4901992637514923e-06 4.9121447449351765e-06 -1.3356916688487467e-06 1.6896140648469607e-07 2.9910341995673663e-06
leaf_weight=27 25 27 24 20 20 22 20 21 24 22 21 21 24 21 22 21 22 22 22 21 23 2285 21 31 44 20 20 22 161 25
leaf_count=27 25 27 24 20 20 22 20 21 24 22 21 21 24 21 22 21 22 22 22 21 23 2285 21 31 44 20 20 22 161 25
internal_value=0 -7.55845e-09 2.67614e-07 6.06825e-07 1.92564e-08 6.11467e-07 -2.31997e-06 -1.27297e-06 1.61386e-07 9.5323e-07 1.86696e-06 4.75188e-07 -1.29033e-06 -3.34227e-08 -2.17683e-08 -3.12117e-08 -9.48477e-07 -1.68376e-08 9.42106e-07 -3.4273e-08 -4.38729e-08 -2.21309e-08 7.26169e-07 -3.47556e-08 -2.32088e-08 -5.11834e-08 -2.16259e-08 1.63947e-06 2.62254e-07 5.48272e-07
internal_weight=0 3096 266 218 198 158 40 48 136 88 66 45 48 2830 2809 2787 43 2744 49 2695 2673 2652 44 2608 2577 2347 2327 42 230 186
internal_count=3121 3096 266 218 198 158 40 48 136 88 66 45 48 2830 2809 2787 43 2744 49 2695 2673 2652 44 2608 2577 2347 2327 42 230 186
is_linear=0
shrinkage=0.1


Tree=7628
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 2 132 1203 393 50 1209 43 401 0 3 133 1210 1212 401 1213 401 391 128 16 1185 1185 2 3 402 42 402 4
split_gain=2.45642e-09 4.299e-09 2.87778e-09 2.54666e-08 2.2872e-09 5.64218e-08 2.65075e-08 1.1878e-08 2.54429e-09 1.21973e-08 2.62512e-09 1.3964e-08 5.9328e-09 5.73321e-09 3.78467e-09 2.39729e-09 2.45558e-08 1.68334e-08 7.10816e-09 9.90376e-09 4.3712e-09 1.25097e-08 6.46985e-09 5.57715e-09 2.88401e-09 3.98152e-09 2.84662e-09 2.0104e-08 7.00901e-09 3.06966e-09
threshold=0.11846000000000001 0.106285 -0.087199999999999986 0.084715000000000013 -0.083284999999999984 0.089165000000000008 0.12679500000000002 0.10022000000000002 -0.065739999999999979 -0.022084999999999997 -0.078179999999999986 -0.071719999999999992 -0.078084999999999988 0.51114000000000004 0.094410000000000008 -0.089544999999999986 0.11655000000000001 -0.085714999999999986 0.10632500000000002 -0.087114999999999984 0.10773500000000001 -0.080029999999999976 0.090595000000000009 0.085905000000000009 0.088125000000000023 -0.081459999999999991 -0.092414999999999983 0.087075000000000014 -0.08738499999999999 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 8 -4 9 -6 11 12 -10 14 15 17 18 24 19 -17 22 -22 23 26 25 -12 27 -21 -28 -30
right_child=-2 -3 4 -5 6 -7 -8 -9 10 -11 13 -13 -14 -15 -16 16 -18 -19 -20 20 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-1.2305183527759851e-06 9.6794070255047986e-07 -1.2885866961089332e-06 1.2842603568081349e-08 3.2252686013555876e-06 9.7993120756914976e-07 4.9858357709561695e-06 -3.6617782768644249e-06 -2.5604172866167119e-06 6.7823370443420571e-07 -2.3534532710587172e-06 -7.0501480903518454e-07 2.6465971527416159e-06 -1.3856087592172957e-06 -1.2843033322594368e-06 1.3744417697125755e-06 -2.2292511062005362e-06 -3.3509800025719665e-06 2.906431148568862e-06 1.6183917508711871e-06 -2.3428567549999005e-06 2.7700168738235899e-06 -5.4070025475994053e-07 -1.6470485704189741e-06 1.6659648281347474e-06 -1.2821792252282194e-06 1.1012113467902807e-06 1.8698641138215066e-06 1.5331446760406519e-06 -1.0175722999882868e-07 1.3714770532442529e-07
leaf_weight=29 26 26 174 23 21 23 20 20 30 23 26 23 26 35 20 20 22 22 27 32 21 25 24 20 20 23 20 23 1406 871
leaf_count=29 26 26 174 23 21 23 20 20 30 23 26 23 26 35 20 20 22 22 27 32 21 25 24 20 20 23 20 23 1406 871
internal_value=0 -8.12937e-09 2.71843e-09 7.4031e-07 -9.99446e-09 3.02767e-07 -3.42335e-08 -2.52442e-07 -8.13604e-09 -7.6252e-07 3.99586e-09 5.72062e-07 -2.79979e-07 -1.28943e-08 4.07718e-09 -6.45598e-09 -2.47287e-08 4.97751e-07 4.67164e-09 -1.30255e-08 5.12537e-09 9.70714e-07 -1.34126e-08 3.11656e-09 -2.70233e-07 1.42806e-07 -1.10233e-08 -7.21983e-07 6.00012e-09 -1.03711e-08
internal_weight=0 3095 3069 52 3017 217 2800 194 2780 44 2736 79 56 2657 2622 2602 2511 91 2489 2462 2442 46 2396 2372 69 49 2352 55 2297 2277
internal_count=3121 3095 3069 52 3017 217 2800 194 2780 44 2736 79 56 2657 2622 2602 2511 91 2489 2462 2442 46 2396 2372 69 49 2352 55 2297 2277
is_linear=0
shrinkage=0.1


Tree=7629
num_leaves=31
num_cat=0
split_feature=1206 403 403 1210 484 481 50 1 1 50 52 52 1210 3 43 1210 4 13 15 1186 52 1186 1212 394 390 131 131 131 16 1447
split_gain=2.31623e-09 2.67952e-09 1.41622e-08 9.9254e-09 8.22449e-09 2.38399e-08 8.79462e-09 1.71162e-08 1.32603e-08 9.42544e-09 8.81493e-09 4.15127e-08 1.19574e-08 2.03582e-08 2.65836e-08 9.63138e-09 1.51915e-08 7.908e-09 9.71072e-09 7.01289e-09 4.25641e-09 3.29355e-09 2.97535e-09 2.87251e-09 8.58004e-09 3.00992e-09 5.19738e-09 1.51468e-08 3.42181e-08 1.672e-08
threshold=1.0000000180025095e-35 -0.0047449999999999992 -0.0091899999999999985 -0.087109999999999979 -0.081614999999999979 -0.081614999999999979 0.090630000000000016 0.094385000000000011 0.089475000000000013 0.089280000000000012 0.10611000000000001 0.11639500000000001 -0.0061249999999999994 -0.082794999999999994 -0.0019149999999999998 -0.079504999999999978 -0.082769999999999982 -0.046499999999999993 0.08517000000000001 0.057025000000000006 0.13140000000000004 -0.086714999999999987 0.058525000000000008 -0.12099999999999998 0.089065000000000019 0.11863000000000001 0.090690000000000007 0.089415000000000008 -0.016164999999999995 0.0071200000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -6 9 8 -8 10 12 -12 13 15 -15 16 -7 18 -14 -19 -13 -5 23 -23 25 26 27 29 -29 -25
right_child=-2 3 -4 21 5 6 7 -9 -10 -11 11 20 17 14 -16 -17 -18 19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-1.4166836117911932e-06 -1.0727059748205648e-06 -1.7407810153880586e-06 2.7991727782250566e-06 1.0993915607899068e-06 3.1463888638847073e-06 4.0101220280222253e-07 3.2590631024374616e-07 -1.2446438252785205e-06 3.3057774246003647e-06 -1.9826754250971134e-06 -4.1303739088241996e-06 -1.9548255894815983e-07 -1.5623774561390746e-07 4.2969095861877806e-06 -1.0580039434178918e-07 1.2880185360992463e-06 -3.036367165805132e-06 2.9799037613957417e-07 -2.387099810796656e-06 -1.5060057800534802e-06 1.7301950390920713e-06 1.0646366687099188e-06 8.3364813270656254e-07 -7.960230404595399e-08 -2.1206247880911634e-06 -1.0895647308104715e-06 4.755985832829577e-07 -4.9469652799416509e-06 7.6816979179222305e-07 1.8293565919056493e-06
leaf_weight=34 20 34 20 26 26 36 28 24 32 25 27 22 50 32 24 35 20 211 32 24 24 23 39 1929 20 27 188 20 22 47
leaf_count=34 20 34 20 26 26 36 28 24 32 25 27 22 50 32 24 35 20 211 32 24 24 23 39 1929 20 27 188 20 22 47
internal_value=0 6.91657e-09 1.75045e-07 -4.44776e-08 1.00707e-07 1.7748e-07 5.7988e-08 1.01237e-06 1.91517e-06 -8.46593e-08 3.70272e-09 -1.01775e-06 1.64406e-07 9.09875e-07 2.41003e-06 -1.32995e-08 -8.26623e-07 -1.81285e-07 -1.02682e-06 1.13752e-07 8.09219e-07 -1.9841e-08 -3.24112e-08 -4.72514e-08 -5.86022e-08 -4.01336e-08 -2.72893e-08 -7.41391e-08 -1.95332e-06 -3.41969e-08
internal_weight=0 3101 726 2375 706 672 646 84 60 562 537 73 464 147 56 91 56 317 82 235 46 2341 2315 2276 2253 2233 2206 2018 42 1976
internal_count=3121 3101 726 2375 706 672 646 84 60 562 537 73 464 147 56 91 56 317 82 235 46 2341 2315 2276 2253 2233 2206 2018 42 1976
is_linear=0
shrinkage=0.1


Tree=7630
num_leaves=31
num_cat=0
split_feature=393 132 1447 159 483 484 52 52 52 1446 52 1 16 52 12 52 52 3 12 16 133 52 403 52 484 482 12 3 51 12
split_gain=2.36302e-09 1.31119e-08 2.27754e-09 2.23808e-09 1.26607e-08 1.11175e-08 4.79275e-09 9.13584e-09 8.34978e-09 3.72147e-09 9.00346e-09 3.168e-08 2.91147e-08 4.96069e-09 2.71563e-08 3.8246e-09 1.56605e-08 9.86817e-09 1.52161e-08 1.21665e-08 1.41215e-08 1.00558e-08 1.33294e-08 5.47142e-09 1.09582e-08 1.50394e-08 1.48947e-08 1.13293e-08 3.45421e-09 1.98097e-08
threshold=0.10856500000000001 -0.083174999999999985 0.090670000000000014 -0.46871499999999994 -0.021199999999999997 0.079595000000000013 0.55608500000000005 0.5140450000000002 0.50744500000000003 -0.09143999999999998 0.40411000000000002 0.092235000000000025 -0.039889999999999988 0.26746000000000009 0.090995000000000006 0.10160000000000001 0.096795000000000006 -0.087429999999999994 0.089085000000000011 -0.020119999999999996 1.0000000180025095e-35 0.10611000000000001 -0.44023999999999991 0.11434500000000002 0.090535000000000018 0.085875000000000021 0.096990000000000007 -0.080289999999999986 0.094075000000000006 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 8 9 -5 13 12 -12 15 -15 16 28 18 -17 21 -21 -19 -23 -24 26 -26 27 -25 -11 -30
right_child=1 -3 -4 6 5 -7 -8 -9 -10 10 11 -13 -14 14 -16 17 -18 19 -20 20 -22 22 23 24 25 -27 -28 -29 29 -31
leaf_value=-1.5388771771540633e-06 -1.3759483300646026e-06 1.8508720479397145e-06 -8.9355915196753403e-07 -1.3595652696452021e-06 3.1764647517428828e-06 8.2920178101630892e-08 -1.2952983609168235e-06 2.1265773222012286e-06 -1.624458627702552e-06 -4.4780902597786764e-08 5.0170630379634909e-06 -2.1589191169368863e-06 -1.9309507334500352e-08 -3.1169909526585708e-06 1.1402798136598889e-06 -2.3105497218107156e-06 -2.2725589540260124e-06 2.1200656782674253e-06 1.227306833726516e-06 3.9885913814768654e-06 3.2129560817598502e-07 -2.3511358027202993e-06 -1.2101034735678696e-06 2.4549235371566847e-06 1.3319616630269594e-06 -2.3470978274531264e-06 3.6059888782347119e-06 -3.2122934899281085e-07 -5.7254838265011524e-07 1.512083607397387e-06
leaf_weight=20 20 34 29 20 21 26 29 20 32 2235 24 20 22 29 31 31 31 26 20 21 21 21 20 21 20 25 20 49 97 86
leaf_count=20 20 34 29 20 21 26 29 20 32 2235 24 20 22 29 31 31 31 26 20 21 21 21 20 21 20 25 20 49 97 86
internal_value=0 6.55753e-07 -1.15547e-08 -3.13532e-09 5.6842e-07 1.46514e-06 -1.60247e-08 -3.41455e-09 -1.79935e-08 -2.05697e-10 9.26719e-09 1.16373e-06 2.60836e-06 -1.79064e-08 -9.17401e-07 1.76187e-09 -3.9213e-08 3.41923e-07 -9.23155e-07 6.06345e-07 2.15494e-06 2.84359e-07 1.3175e-08 3.33501e-07 5.62183e-07 -7.1196e-07 1.19925e-06 5.11617e-07 -1.05804e-08 4.07115e-07
internal_weight=0 54 3067 3038 67 47 2971 2942 2922 2890 2870 66 46 2804 60 2744 2449 295 51 244 42 202 176 155 135 45 90 70 2418 183
internal_count=3121 54 3067 3038 67 47 2971 2942 2922 2890 2870 66 46 2804 60 2744 2449 295 51 244 42 202 176 155 135 45 90 70 2418 183
is_linear=0
shrinkage=0.1


Tree=7631
num_leaves=31
num_cat=0
split_feature=394 1208 1208 1209 3 1429 1420 1429 153 472 1429 156 156 4 4 1371 156 2 156 16 474 475 1374 1 156 156 376 40 13 120
split_gain=2.07126e-09 2.09314e-09 3.42814e-09 2.62777e-09 2.12623e-08 1.95863e-09 4.3143e-09 4.36338e-09 3.95694e-09 2.30795e-09 7.9377e-09 3.72828e-09 3.84037e-09 5.79851e-09 8.12273e-09 5.40951e-09 4.40939e-09 9.58409e-09 9.17544e-09 1.89771e-08 2.86393e-08 2.186e-08 8.7993e-09 2.70881e-08 5.56976e-09 1.49678e-08 4.22189e-09 5.69972e-09 4.39698e-09 4.34466e-09
threshold=0.264685 0.11846000000000001 0.106285 -0.087199999999999986 -0.082334999999999978 0.12521000000000002 -0.086589999999999986 0.11475 0.082840000000000011 -0.38234499999999999 -0.23587499999999997 0.12734000000000004 0.10068000000000001 0.50996500000000011 -0.0029599999999999995 0.08976000000000002 0.091255000000000017 0.08839000000000001 0.08759500000000002 -0.0087049999999999992 1.0000000180025095e-35 -0.084374999999999992 0.088035000000000016 0.090130000000000016 0.087120000000000017 0.08618000000000002 0.087010000000000018 -0.049474999999999998 -0.071554999999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 8 9 -8 -11 12 15 14 -14 16 18 -18 22 20 -20 -21 24 -24 25 26 29 28 -28 -12
right_child=-2 -3 -4 5 -6 -7 7 -9 -10 10 11 -13 13 -15 -16 -17 17 -19 19 21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=3.1564813314486987e-06 9.0657170767372016e-07 8.8615599644561792e-07 -1.1582771758884729e-06 -1.4522587099192953e-06 -9.6464367231874344e-07 9.6892409828797099e-07 -1.0581869500605361e-06 1.3016691373195499e-06 -1.2081560464188052e-06 1.9310520753736325e-06 -2.3126111044834576e-08 -1.0611802468595083e-06 4.4029988781649524e-07 -5.7623610523194206e-07 2.7625744085213458e-06 -1.5262074403684286e-06 -6.1316792615192152e-07 2.0678891113827074e-06 2.0641476794480696e-08 2.7331689796569881e-06 -5.3309248050936735e-06 -1.4454878422134977e-06 4.0727576515564583e-06 -1.1318630340895198e-06 1.5595586546623963e-06 -2.7632316616177378e-06 2.9786584491375836e-07 -6.258788022250883e-07 2.2871587984809594e-06 -1.2546074770100326e-06
leaf_weight=21 25 26 26 21 31 20 21 25 28 21 2363 34 61 32 20 24 24 30 20 21 20 31 20 20 22 20 20 20 25 29
leaf_count=21 25 26 26 21 31 20 21 25 28 21 2363 34 61 32 20 24 24 30 20 21 20 31 20 20 22 20 20 20 25 29
internal_value=0 -7.31727e-09 -1.48841e-08 -5.11797e-09 6.99657e-07 -1.73667e-08 -2.4004e-08 -1.38402e-08 -2.508e-08 -1.36493e-08 -6.02494e-09 -2.02681e-08 -7.72704e-09 5.63453e-07 1.0137e-06 -3.15526e-08 -1.81925e-08 8.76308e-07 -3.65517e-08 -1.0176e-06 -2.65514e-06 2.42047e-07 -1.00369e-09 1.47045e-06 -2.45563e-08 -3.8626e-08 -1.64477e-08 7.78749e-07 1.40303e-06 -3.80563e-08
internal_weight=0 3096 3070 3044 52 2992 2972 2951 2926 2898 2877 2856 2822 113 81 2709 2685 54 2631 92 40 52 2539 40 2499 2477 2457 65 45 2392
internal_count=3121 3096 3070 3044 52 2992 2972 2951 2926 2898 2877 2856 2822 113 81 2709 2685 54 2631 92 40 52 2539 40 2499 2477 2457 65 45 2392
is_linear=0
shrinkage=0.1


Tree=7632
num_leaves=31
num_cat=0
split_feature=1206 1210 400 12 4 16 12 400 1185 1186 129 1184 393 13 40 13 42 130 12 394 43 42 133 43 133 448 12 12 12 13
split_gain=2.02972e-09 2.99831e-09 1.94495e-09 8.17627e-09 1.17745e-08 1.97455e-08 8.21813e-09 6.09248e-09 4.50375e-09 2.29579e-09 4.88875e-09 4.50574e-09 2.69687e-09 2.22314e-09 2.18189e-08 1.21543e-08 9.11544e-09 5.71007e-09 4.40855e-09 3.36239e-09 5.39414e-09 4.80688e-09 1.35765e-08 9.83169e-09 1.65904e-08 5.90126e-09 4.96545e-09 1.96136e-08 8.10197e-09 1.26893e-08
threshold=1.0000000180025095e-35 0.24726500000000004 -0.082714999999999983 0.087505000000000013 -0.078439999999999996 -0.08231999999999999 0.086420000000000011 -0.081749999999999975 -0.014244999999999999 0.089315000000000019 -0.077709999999999987 0.083155000000000021 0.090035000000000018 0.24813000000000004 -0.24452499999999996 0.23074000000000003 -0.12099999999999998 -0.076894999999999977 0.084795000000000023 -0.078674999999999981 -0.0098449999999999979 -0.095859999999999987 0.089595000000000022 -0.10131 -0.012979999999999998 0.053555000000000005 0.099100000000000008 0.10061500000000002 0.096525000000000014 -0.069964999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1 -4 -9 10 -10 12 13 14 -12 17 -15 18 -16 20 -19 22 23 -21 -25 26 28 -28 -23 -30
right_child=-2 -3 7 4 -6 -7 -8 8 9 -11 11 -13 -14 16 15 -17 -18 19 -20 21 -22 25 -24 24 -26 -27 27 -29 29 -31
leaf_value=6.3835757885044592e-07 -1.0041783298220253e-06 1.0971817382596782e-06 -1.7159761552777908e-06 2.3242430611860292e-07 -4.6796734181953076e-07 4.2587625048760126e-06 -2.2283703560788128e-06 1.4188092998004074e-06 -1.3197982482403139e-06 7.2562151683264461e-07 3.2910437386135525e-06 1.4808512668196273e-06 -9.3822076987493128e-07 3.719719533433897e-07 1.7864187339000638e-07 -2.4205331886237437e-06 -1.8060710817046518e-06 -1.7665670660400273e-06 2.119597873347216e-06 -1.7968908970807981e-07 2.5435771385673436e-07 -1.0904925231683029e-08 -1.0072417467199557e-06 2.6719411986656877e-07 3.8806785289159086e-06 -1.668432175640853e-06 -3.0241418165552695e-06 -1.5708115517715417e-07 -3.570013924419009e-07 1.9453591968322652e-06
leaf_weight=20 20 25 21 29 35 21 20 22 29 41 20 20 32 46 25 21 33 28 22 27 25 2018 35 24 27 22 26 290 43 54
leaf_count=20 20 25 21 29 35 21 20 22 29 41 20 20 32 46 25 21 33 28 22 27 25 2018 35 24 27 22 26 290 43 54
internal_value=0 6.46792e-09 -2.39678e-09 3.83962e-07 9.3877e-07 1.92349e-06 -7.95006e-07 -1.87624e-08 -6.59803e-09 -1.73817e-08 -2.80072e-08 -1.4807e-08 -2.54221e-08 -1.49377e-08 3.22617e-10 -2.4171e-08 -5.37843e-07 -5.29496e-09 1.08717e-06 -2.49002e-08 -8.13301e-07 -8.61599e-09 6.29079e-07 1.36333e-06 2.18022e-06 -3.79921e-08 -2.32369e-08 -3.92979e-07 3.20058e-08 9.24725e-07
internal_weight=0 3101 3076 125 85 50 40 2951 2930 2908 2867 2838 2818 2786 2707 2687 79 2666 47 2619 53 2566 113 78 51 2453 2431 316 2115 97
internal_count=3121 3101 3076 125 85 50 40 2951 2930 2908 2867 2838 2818 2786 2707 2687 79 2666 47 2619 53 2566 113 78 51 2453 2431 316 2115 97
is_linear=0
shrinkage=0.1


Tree=7633
num_leaves=31
num_cat=0
split_feature=132 1186 132 1203 1186 129 1184 394 393 43 130 130 12 12 394 394 42 129 129 129 160 484 2 0 159 52 150 15 13 160
split_gain=2.2864e-09 5.15925e-08 2.89213e-08 6.44544e-09 1.9742e-09 3.80952e-09 3.55073e-09 2.53795e-09 4.56044e-09 2.47685e-09 5.83581e-09 6.17866e-09 4.99149e-09 3.67726e-09 2.63605e-09 5.19075e-09 4.90522e-09 2.82663e-09 3.91278e-09 5.68765e-09 2.67148e-09 9.13575e-09 1.07613e-08 2.34562e-08 1.41863e-08 2.94602e-08 1.12128e-08 7.29348e-09 7.59432e-09 6.9536e-09
threshold=-0.083284999999999984 0.0044650000000000011 -0.076764999999999986 0.085960000000000023 0.089315000000000019 -0.077709999999999987 0.083155000000000021 0.013605000000000001 0.090035000000000018 -0.50775499999999985 -0.22562499999999999 -0.077029999999999987 0.091545000000000015 1.0000000180025095e-35 -0.078674999999999981 -0.0038099999999999996 -0.14148999999999998 0.10532000000000001 0.093420000000000017 0.090180000000000024 0.086325000000000013 0.073690000000000019 0.090935000000000016 -0.067094999999999988 0.084695000000000006 -0.080114999999999978 0.087675000000000017 -0.010414999999999999 -0.082759999999999986 0.066685000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 7 8 9 12 -11 13 -7 -12 16 -16 -13 18 19 20 29 22 26 24 25 -24 27 -22 -29 -17
right_child=2 -3 4 -5 -6 6 -8 -9 -10 10 11 14 -14 -15 15 17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=3.6297499152380758e-08 -3.7211353007445983e-06 4.9045314747011373e-06 -1.1884314188945508e-06 -1.578082780944332e-06 7.1008691013328364e-07 -3.8028430576314103e-08 1.3327660573736468e-06 1.0194921724604455e-06 -1.5178695309714387e-06 -1.6766643544282749e-06 2.4460564759465345e-07 -1.9090955653328344e-06 1.9227866596338572e-06 2.1392564143579443e-06 1.4882306147782125e-06 -5.3227721374342266e-09 2.411718664266768e-08 -1.1494117354066642e-06 9.8289931021356155e-07 -1.7061295838161073e-06 -7.4925515695290754e-07 1.6247746769878455e-06 -4.386604594121589e-06 1.7506360952287044e-06 -5.9082684187059284e-08 -4.4755320293522859e-07 2.3512146094617494e-06 2.2159185275107857e-06 -4.7344738537244016e-07 1.0527577600782934e-06
leaf_weight=168 21 22 27 29 39 37 20 24 20 21 20 21 20 21 23 2105 35 22 39 20 82 23 39 24 36 37 20 21 21 64
leaf_count=168 21 22 27 29 39 37 20 24 20 21 20 21 20 21 23 2105 35 22 39 20 82 23 39 24 36 37 20 21 21 64
internal_value=0 3.11567e-07 -2.35151e-08 -2.01352e-07 3.43732e-09 -6.25984e-09 5.07893e-09 -4.42152e-09 -1.32898e-08 -2.35135e-09 -1.61534e-08 -3.10785e-09 6.49977e-07 1.21504e-06 -2.20835e-08 -7.32798e-09 -7.00838e-07 -2.08015e-08 -1.09914e-08 -2.65458e-08 -1.2957e-08 -2.91095e-07 -4.4847e-07 -1.08639e-06 -1.69432e-06 -2.46891e-06 1.54009e-07 -2.00379e-07 8.71236e-07 2.58977e-08
internal_weight=0 219 2902 197 2881 2842 2815 2795 2771 2751 2694 2673 57 41 2632 2576 56 2553 2531 2492 2472 303 280 136 112 76 144 124 42 2169
internal_count=3121 219 2902 197 2881 2842 2815 2795 2771 2751 2694 2673 57 41 2632 2576 56 2553 2531 2492 2472 303 280 136 112 76 144 124 42 2169
is_linear=0
shrinkage=0.1


Tree=7634
num_leaves=31
num_cat=0
split_feature=1447 132 50 394 1203 129 1182 403 1210 42 403 1456 481 0 15 3 12 2 12 12 16 1210 4 403 1212 133 0 403 1213 2
split_gain=2.00469e-09 1.92707e-09 5.41485e-08 2.7702e-08 1.01507e-08 2.3875e-09 2.68039e-09 2.33723e-09 1.53725e-08 2.54738e-08 1.44179e-08 7.32798e-09 1.25735e-08 7.42035e-09 1.57291e-08 3.65236e-08 1.14582e-08 2.16574e-08 1.8582e-08 1.86346e-08 1.27267e-08 2.30371e-08 1.10526e-08 9.70657e-09 7.10339e-09 1.20549e-08 8.98905e-09 7.00286e-09 1.14074e-08 6.77429e-09
threshold=0.090670000000000014 -0.083284999999999984 0.10022000000000002 0.12358500000000001 0.089480000000000018 -0.08133 0.084790000000000018 -0.0047449999999999992 -0.064799999999999983 0.086665000000000006 -0.014954999999999998 0.085790000000000019 -0.081614999999999979 -0.084804999999999978 0.08517000000000001 -0.082284999999999983 0.093765000000000015 0.091055000000000011 0.095935000000000006 0.096830000000000013 -0.08231999999999999 -0.12043 -0.082249999999999976 -0.44023999999999991 0.087505000000000013 -0.0023199999999999996 -0.079984999999999987 -0.34918499999999997 -1.0000000180025095e-35 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -3 7 10 9 -9 11 12 -7 14 29 -16 17 20 -18 -20 22 -22 -15 -21 26 -26 -23 -25 -29 -14
right_child=-2 3 -4 -5 -6 6 -8 8 -10 -11 -12 -13 13 16 15 -17 18 -19 19 23 21 24 -24 27 25 -27 -28 28 -30 -31
leaf_value=3.3519263761110287e-08 -8.2755188172172741e-07 8.7092406815258987e-07 5.2532791636394905e-06 -3.7227014979634989e-06 -2.3425273226962418e-06 2.0590563032385489e-06 -1.123283327398808e-06 5.9918073702647234e-07 -4.0205445205596516e-10 -4.3875293421197491e-06 2.1556328601946007e-06 -1.7253314203587295e-06 -1.4576084795624498e-06 -5.1864156245885946e-08 -5.071309308071002e-06 3.7348421488202025e-07 -2.892767723551515e-06 3.3317019289467813e-06 2.6639690516909153e-06 -2.1549884285521923e-06 -3.2145729229731455e-06 2.2325757472020938e-06 2.9605117076120428e-06 1.5392150297212422e-06 -2.22710574126433e-06 1.0136310767923836e-06 -1.8064297325414876e-07 7.6970759312899881e-07 -2.2731991665833366e-06 5.5787797442711184e-07
leaf_weight=178 29 32 20 20 20 32 21 20 2165 21 35 22 21 21 22 28 25 28 23 26 21 33 29 23 22 24 29 28 22 81
leaf_count=178 29 32 20 20 20 32 21 20 2165 21 35 22 21 21 22 28 25 28 23 26 21 33 29 23 22 24 29 28 22 81
internal_value=0 7.76524e-09 2.9441e-07 -1.39775e-08 -2.06485e-07 1.20122e-08 2.27254e-09 1.07112e-08 -3.67294e-08 -1.95499e-06 1.866e-07 6.35355e-08 1.36686e-07 1.51133e-08 -5.69295e-07 -2.02222e-06 2.66046e-07 7.45481e-07 -4.09076e-07 9.98768e-08 3.40932e-07 -1.84022e-07 1.69531e-06 -4.95821e-07 4.05252e-07 -5.36287e-07 1.10381e-06 9.51147e-08 -5.69171e-07 1.42925e-07
internal_weight=0 3092 218 2874 198 2854 2822 2801 2206 41 595 560 538 506 152 50 354 207 147 122 179 129 50 99 108 46 62 73 50 102
internal_count=3121 3092 218 2874 198 2854 2822 2801 2206 41 595 560 538 506 152 50 354 207 147 122 179 129 50 99 108 46 62 73 50 102
is_linear=0
shrinkage=0.1


Tree=7635
num_leaves=31
num_cat=0
split_feature=394 130 40 4 156 12 0 13 1428 402 1210 43 160 3 12 52 43 3 16 4 1 1210 133 3 13 3 43 402 4 42
split_gain=2.13257e-09 2.07956e-09 4.30034e-09 3.24485e-09 1.94983e-09 3.20331e-09 2.52046e-08 7.60428e-09 5.98593e-09 5.18296e-09 1.53236e-08 8.79692e-09 4.80784e-09 6.83012e-09 1.06626e-08 6.21823e-09 5.4328e-09 4.59003e-09 3.68785e-09 1.31854e-08 3.75946e-09 3.52993e-09 2.34077e-08 2.64538e-08 4.09551e-08 2.80965e-08 2.01527e-08 1.65469e-08 1.23202e-08 1.07247e-08
threshold=0.264685 -0.23123999999999997 -0.24290999999999999 0.63113500000000011 0.32523500000000005 0.099815000000000015 0.10455500000000001 -0.089109999999999981 0.10024500000000001 0.024785000000000005 -0.061049999999999993 -0.03898999999999999 -0.063384999999999983 -0.065819999999999976 0.11734000000000001 1.0000000180025095e-35 0.057265000000000003 -0.066704999999999987 0.26435500000000006 0.055260000000000011 0.10638500000000002 -0.00046999999999999993 0.40431 -0.078724999999999976 -0.089109999999999981 -0.082974999999999979 -0.041739999999999992 -0.016959999999999999 -0.084134999999999988 -0.092459999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 7 -7 21 10 -9 -11 17 16 -15 -16 18 -12 20 -20 -14 22 23 24 -4 26 28 -27 29 -26
right_child=-2 2 3 -5 -6 6 -8 9 -10 11 12 -13 13 14 15 -17 -18 -19 19 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=9.6135228127216336e-07 9.1988564599887482e-07 -1.4759318946744318e-06 -3.7032990551229733e-06 1.0479608767096141e-06 9.4534673172304244e-07 1.311065194451138e-06 -3.5744600154430373e-06 -3.0519649607185784e-06 1.7426275700316296e-06 -6.0791897859806863e-07 -2.311205219567652e-07 2.3225200186516307e-06 7.7197524080568816e-07 2.7534825660170881e-06 1.1843902203032659e-06 -1.279383541259449e-06 -1.359141071146185e-06 -1.9459261407232758e-06 -2.6087986509537586e-06 9.7888071303757553e-07 -7.730036543984214e-07 -2.9759705420836622e-08 3.5644847221828428e-06 3.5015625064716006e-06 1.182056388415731e-06 4.6193743924050076e-06 -2.6632473683944667e-06 6.4510925106085124e-07 2.4933258362125346e-06 -1.6336467522691118e-06
leaf_weight=22 25 20 30 29 21 35 22 20 20 21 37 20 63 21 21 20 38 27 20 21 21 2358 21 20 24 20 31 22 20 31
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internal_value=0 -7.43004e-09 -1.43634e-08 -4.79191e-09 -1.48844e-08 -2.15971e-08 -2.82446e-07 -9.43304e-08 1.92829e-08 -2.3487e-07 -3.75044e-07 8.21563e-07 -1.8979e-07 2.7743e-08 9.21091e-07 -1.74506e-08 -3.12058e-07 -9.54554e-07 6.25508e-09 -7.71207e-07 3.85731e-07 5.90808e-09 3.89947e-07 5.32542e-08 -3.34196e-07 3.4873e-07 -5.18565e-07 2.53762e-06 3.67904e-07 -4.04976e-07
internal_weight=0 3096 3074 3054 3025 3004 407 385 2597 350 309 41 289 225 62 41 163 64 125 41 84 2577 219 198 178 148 106 42 75 55
internal_count=3121 3096 3074 3054 3025 3004 407 385 2597 350 309 41 289 225 62 41 163 64 125 41 84 2577 219 198 178 148 106 42 75 55
is_linear=0
shrinkage=0.1


Tree=7636
num_leaves=31
num_cat=0
split_feature=160 483 479 481 1447 15 131 160 42 2 1452 131 15 15 131 159 15 2 12 403 4 15 4 0 399 132 1211 474 130 130
split_gain=1.92114e-09 4.05724e-09 4.71683e-09 3.03736e-09 2.01936e-09 2.0433e-09 3.23552e-08 3.92253e-08 6.07447e-09 8.32852e-09 4.13312e-09 3.78627e-09 9.068e-09 8.01254e-09 7.28816e-09 6.3433e-09 6.49534e-09 1.3034e-08 2.32695e-08 1.66225e-08 2.76472e-08 7.19106e-09 1.14595e-08 6.99272e-09 5.97021e-09 1.01556e-07 7.03731e-09 5.52493e-09 6.12931e-09 2.42915e-08
threshold=0.62940000000000007 -0.47181499999999993 0.11469500000000001 0.11290000000000001 0.090670000000000014 0.11728000000000001 0.09055500000000001 -0.079009999999999983 0.096610000000000015 0.10060500000000001 -0.069739999999999983 0.083410000000000026 0.11171000000000002 0.10549000000000001 0.087205000000000019 0.12895000000000004 0.094425000000000023 0.097605000000000011 0.096990000000000007 1.0000000180025095e-35 -0.077834999999999988 0.092400000000000024 -0.078439999999999996 -0.076899999999999982 0.091580000000000009 -0.083284999999999984 0.11013500000000002 0.088290000000000021 0.08610000000000001 0.092225000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 10 7 -7 9 -9 -3 12 15 14 -13 16 21 18 19 20 -18 24 -23 -22 26 -26 -12 28 -16 -30
right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 11 13 -14 -15 27 -17 17 -19 -20 -21 23 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=1.4261520788139138e-06 -9.5324280664499388e-07 -1.0928234340618864e-06 -1.4963460882557098e-06 1.1280438542371486e-06 -8.9640623855302694e-07 5.0426564676797632e-06 -3.1767545713343928e-06 -1.5950961475634055e-06 1.2189394799596206e-06 6.2113709027937894e-07 -2.8289228347342757e-08 1.9925245751329341e-06 -1.581994690980082e-06 2.2238762593929097e-06 3.9929080922244493e-07 -1.4694897309179094e-06 -8.4256403181844543e-07 2.6737606031719435e-06 -2.1998296324454716e-06 -1.4016602809382071e-06 2.1284346691885501e-06 -3.0838168163427329e-06 1.2765391056746012e-07 4.7728105414535094e-06 5.3097262898355829e-06 -3.0641730861210209e-06 -1.597111832027089e-06 -9.137070277602664e-07 -3.4348248748626378e-06 8.4478082334903268e-07
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leaf_count=20 21 35 21 24 25 20 22 30 39 39 2037 21 38 20 300 30 24 26 30 21 20 20 25 20 28 30 29 49 21 36
internal_value=0 6.45712e-09 -2.76168e-09 7.49176e-09 -1.36928e-09 6.06458e-09 3.65831e-07 9.74713e-07 2.2139e-07 -3.42443e-07 -1.28043e-08 5.76488e-10 -4.96166e-08 2.67599e-07 1.7597e-07 -2.47319e-08 -5.96877e-09 6.51712e-07 1.94553e-07 1.03963e-06 1.84068e-06 -4.87226e-08 -1.29967e-06 3.45062e-06 -2.22195e-08 9.78399e-07 -5.03105e-08 8.20108e-08 2.18678e-07 -7.31916e-07
internal_weight=0 3100 3080 3059 3035 3010 150 128 108 69 2860 2825 2378 447 427 2340 2310 141 115 85 64 2169 45 40 2124 58 2066 406 357 57
internal_count=3121 3100 3080 3059 3035 3010 150 128 108 69 2860 2825 2378 447 427 2340 2310 141 115 85 64 2169 45 40 2124 58 2066 406 357 57
is_linear=0
shrinkage=0.1


Tree=7637
num_leaves=31
num_cat=0
split_feature=132 1185 1186 399 399 50 130 52 0 15 399 151 151 475 150 51 13 13 13 1 43 160 160 151 157 150 1429 1429 1420 52
split_gain=2.52271e-09 1.55781e-08 5.68601e-09 5.8342e-09 8.29897e-09 3.17069e-09 2.40978e-09 5.24295e-09 2.43283e-09 2.24803e-09 2.12363e-09 2.07603e-09 1.13887e-08 1.33172e-08 2.25837e-08 6.45011e-09 4.33529e-09 9.10597e-09 9.36632e-09 8.53308e-09 9.92999e-09 5.56799e-09 6.25026e-09 4.24155e-09 7.46432e-09 3.51627e-09 3.6618e-09 1.01827e-08 5.58876e-09 6.19842e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.091895000000000018 0.11091500000000001 0.09227500000000001 0.115025 0.08734500000000002 -0.082084999999999977 0.083840000000000012 0.09747500000000002 -0.085134999999999975 -0.085684999999999997 -0.085774999999999976 0.10874500000000002 -0.085164999999999977 -0.092534999999999992 -0.086134999999999975 -0.083364999999999981 0.10658000000000002 -0.11278499999999998 0.087570000000000023 -1.0000000180025095e-35 -0.08341999999999998 -0.0085999999999999983 -0.091839999999999991 0.032755000000000006 0.084485000000000018 -0.08341999999999998 -0.55061999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 8 9 -1 11 12 13 -3 15 -15 -17 -18 -19 20 -20 22 -22 24 -13 -25 28 -28 -27 -30
right_child=1 10 -4 4 -6 -7 -8 -9 -10 -11 -12 23 -14 14 -16 16 17 18 19 -21 21 -23 -24 25 -26 26 27 -29 29 -31
leaf_value=3.6915529408947954e-07 2.7386247200497782e-06 -2.0337011519628771e-06 -1.8906089194171639e-06 -2.3283063657030517e-06 3.8119562191241134e-07 -9.2447596292307337e-07 -6.0360983831702954e-07 1.7014343533056882e-06 1.0358425652969215e-06 -8.6698328252461075e-07 1.0070184598156457e-06 3.0667220822048574e-07 2.4920094433799113e-06 -1.5050787764126794e-06 3.0363195542627687e-06 1.3477252166551438e-06 -1.4558473332978599e-06 2.2418514147788801e-06 1.5045698967242062e-06 1.5905565231395697e-06 -3.9841198606893613e-07 3.9608812130609299e-07 -2.6163350835556936e-06 -1.0897028532023494e-06 -2.1623077702770391e-06 1.620877711419863e-06 -2.5556226808021167e-06 -1.716412401273781e-07 -9.2818917006406455e-07 4.8220835758026933e-08
leaf_weight=31 21 27 21 26 20 24 23 28 21 28 21 24 21 26 27 27 35 22 20 26 24 20 27 30 25 22 20 172 67 2195
leaf_count=31 21 27 21 26 20 24 23 28 21 28 21 24 21 26 27 27 35 22 20 26 24 20 27 30 25 22 20 172 67 2195
internal_value=0 2.48847e-08 -3.24884e-07 -1.613e-07 -1.15026e-06 1.32198e-07 3.25787e-07 5.23714e-07 1.11512e-07 -2.17487e-07 5.08324e-09 -2.28135e-09 2.45663e-07 7.77865e-08 3.02236e-07 -2.29634e-08 1.68753e-07 -1.4191e-08 3.48816e-07 -7.13936e-09 -4.63624e-07 -1.01804e-06 -1.57261e-06 -3.15883e-08 -9.53011e-07 -1.35716e-08 -5.32866e-10 -4.19973e-07 3.47265e-08 1.92998e-08
internal_weight=0 2899 222 201 46 155 131 108 80 59 2878 2857 302 281 254 227 201 174 139 117 91 71 51 2555 49 2506 2476 192 2284 2262
internal_count=3121 2899 222 201 46 155 131 108 80 59 2878 2857 302 281 254 227 201 174 139 117 91 71 51 2555 49 2506 2476 192 2284 2262
is_linear=0
shrinkage=0.1


Tree=7638
num_leaves=31
num_cat=0
split_feature=132 393 1203 1186 0 16 12 2 3 403 11 142 147 147 48 48 456 456 49 49 12 133 48 151 1374 1374 150 130 1 10
split_gain=2.0433e-09 1.33295e-08 4.99893e-09 2.71183e-09 2.0356e-09 2.32556e-09 3.24164e-09 3.62718e-09 4.67101e-09 2.04073e-09 1.80652e-09 2.16093e-09 2.54665e-09 4.2947e-09 2.47895e-09 4.39926e-09 2.61815e-09 3.8771e-09 2.85758e-09 7.68443e-09 6.0463e-09 1.58357e-08 5.56225e-09 5.12827e-09 6.02699e-09 5.04801e-09 2.10294e-08 3.95173e-09 3.74019e-09 3.6505e-09
threshold=-0.083174999999999985 0.12069000000000002 0.088820000000000024 -0.010834999999999999 -0.072894999999999988 -0.097644999999999996 0.11418000000000002 0.089725000000000013 -0.084964999999999985 -0.08231999999999999 -0.072629999999999986 -0.057499999999999989 0.099230000000000013 0.093875000000000014 -0.089814999999999992 -0.22597999999999999 -0.11319999999999998 -0.085409999999999986 -0.087004999999999985 -0.097394999999999995 0.088365000000000013 0.086910000000000015 0.084485000000000018 0.056735000000000001 -0.096434999999999979 0.078255000000000005 0.090480000000000019 -0.23123999999999997 0.15799000000000005 -0.013164999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 5 -5 7 8 9 -7 -2 -12 13 14 15 -13 -16 -18 19 20 21 22 -19 24 -20 27 -27 -26 29 -29
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 11 12 -14 -15 16 -17 17 18 23 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=7.9822605861019334e-07 -9.2003424253475498e-07 2.5326479436400753e-06 -1.5414561517752241e-06 4.4700206416337099e-07 4.2431423022502284e-07 6.113768293403155e-07 -1.6944724947002809e-06 7.4916525301721946e-07 -1.9177786730944553e-06 -8.0005501428916302e-07 -9.9980444853523904e-07 -3.543023026287258e-07 8.3148541510749243e-07 -1.324651875241519e-06 -1.0802065751456461e-06 1.5755280409629685e-06 1.4022834352545034e-06 -1.6056901794551476e-06 -1.4463349336730452e-06 -2.1026490813987357e-06 -1.1433684880429587e-06 2.8211678818479414e-06 3.1114397044314881e-07 1.2146597662700112e-06 1.3759183671947454e-06 -1.1603821895906073e-06 3.2637308788966125e-06 7.0179110632334173e-07 -1.2709363304615498e-06 -1.1721185843062301e-08
leaf_weight=28 21 21 28 24 34 20 23 22 22 21 21 21 38 24 22 27 20 24 28 23 39 20 41 36 21 21 22 74 23 2312
leaf_count=28 21 21 28 24 34 20 23 22 22 21 21 21 38 24 22 27 20 24 28 23 39 20 41 36 21 21 22 74 23 2312
internal_value=0 2.23889e-08 -2.92395e-07 -1.12118e-07 -2.6567e-07 -4.43393e-07 -6.41259e-07 -3.56272e-07 -7.42298e-07 -1.11552e-07 4.07226e-09 1.08648e-08 1.83486e-08 7.30526e-09 1.8829e-08 7.31227e-07 6.28498e-09 1.51248e-08 4.78828e-09 -4.23868e-07 -1.12481e-07 3.60514e-07 -3.9661e-07 2.96257e-08 1.2568e-08 2.90861e-08 1.10312e-06 1.00806e-08 -1.82581e-09 1.04079e-08
internal_weight=0 2899 222 194 166 132 108 85 63 41 2878 2857 2836 2798 2774 48 2726 2704 2684 147 124 85 65 2537 2501 2473 43 2430 2409 2386
internal_count=3121 2899 222 194 166 132 108 85 63 41 2878 2857 2836 2798 2774 48 2726 2704 2684 147 124 85 65 2537 2501 2473 43 2430 2409 2386
is_linear=0
shrinkage=0.1


Tree=7639
num_leaves=31
num_cat=0
split_feature=142 11 33 13 47 47 9 47 147 150 148 12 48 16 150 12 42 42 16 159 52 474 133 52 0 1 1452 0 156 0
split_gain=2.13182e-09 5.71689e-09 4.28498e-09 2.55041e-09 1.08515e-08 4.64684e-08 4.50801e-08 7.15825e-09 6.67212e-09 8.16658e-09 2.26126e-08 7.21462e-09 7.41845e-09 4.13193e-08 1.51892e-08 7.43658e-09 6.95323e-09 6.71118e-09 1.01218e-08 6.25752e-09 1.14068e-08 1.02572e-08 7.16863e-09 5.78527e-09 1.85399e-08 1.06778e-08 5.57622e-09 5.47892e-09 1.25747e-08 4.63764e-09
threshold=-0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 -0.0034749999999999994 0.094160000000000008 0.10280000000000002 0.081890000000000004 0.086785000000000015 0.099730000000000027 0.10980500000000001 -0.063899999999999985 0.10408500000000002 0.087555000000000008 -0.087659999999999988 0.086615000000000011 0.10193000000000001 0.15665000000000004 -0.018024999999999996 0.083160000000000026 0.10545500000000001 -0.11183499999999999 0.089265000000000011 -0.093189999999999981 -0.14715499999999998 -0.067094999999999988 0.10337500000000001 0.11396500000000002 -0.15599999999999997 0.078780000000000003 -0.14649999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 26 6 -6 7 8 9 11 -11 12 14 -14 15 19 17 18 -13 21 -21 22 -5 24 -24 -26 -4 28 -25 -29
right_child=1 2 3 4 5 -7 -8 -9 -10 10 -12 16 13 -15 -16 -17 -18 -19 -20 20 -22 -23 23 27 25 -27 -28 29 -30 -31
leaf_value=9.3884489539656593e-07 -1.4296966944422301e-06 -1.2981489744561259e-06 -6.2111971059879758e-08 1.7087497052012496e-06 5.0831394168465962e-06 6.3156088828925992e-08 -4.6641341744191327e-06 2.0099029143239022e-06 1.7727872704120313e-06 9.4567845446197853e-07 -3.64195366165361e-06 -6.7363265920266027e-08 4.9021076576883347e-06 -5.9976040806584656e-07 -2.5505430423322652e-06 1.9770174877938493e-06 -2.2631559113506226e-06 1.1688961551980216e-06 -2.6353432224368592e-06 -2.7365565097170476e-06 3.0778906712214393e-07 2.5094336461961575e-06 -2.6084808457800402e-06 3.0850512757751858e-06 1.5266132663782629e-06 -9.6371325105682266e-07 1.5383782044605969e-06 -1.1353572382141954e-06 -4.185584134575038e-07 2.7525435286040394e-07
leaf_weight=24 28 25 2071 29 23 93 20 20 23 22 21 66 21 39 20 24 20 26 20 20 32 20 31 21 36 33 22 26 20 225
leaf_count=24 28 25 2071 29 23 93 20 20 23 22 21 66 21 39 20 24 20 26 20 20 32 20 31 21 36 33 22 26 20 225
internal_value=0 -7.27419e-09 5.70327e-09 1.64116e-08 1.52205e-07 1.0585e-06 2.63005e-08 1.41403e-07 9.43969e-08 4.4393e-08 -1.29479e-06 1.23385e-07 2.7131e-07 1.32589e-06 1.5348e-07 2.58084e-07 -5.45641e-07 -2.38942e-07 -6.64568e-07 1.74404e-07 -8.63113e-07 2.96741e-07 1.91625e-07 7.9389e-08 -5.77074e-07 3.35588e-07 -4.52889e-08 3.04205e-07 1.37597e-06 1.29135e-07
internal_weight=0 3097 3069 3044 951 116 835 815 795 772 43 729 597 60 537 517 132 112 86 493 52 441 421 392 100 69 2093 292 41 251
internal_count=3121 3097 3069 3044 951 116 835 815 795 772 43 729 597 60 537 517 132 112 86 493 52 441 421 392 100 69 2093 292 41 251
is_linear=0
shrinkage=0.1


Tree=7640
num_leaves=31
num_cat=0
split_feature=47 47 47 1453 51 0 51 394 52 4 42 159 1 151 146 48 1375 1375 1373 2 150 15 457 1 150 150 1375 97 34 34
split_gain=2.30658e-09 2.03083e-08 1.87261e-08 3.43762e-09 5.0676e-09 3.02464e-09 3.02537e-09 2.76356e-09 2.60148e-09 3.59743e-09 4.43055e-09 4.52816e-09 3.33045e-09 2.57172e-09 2.49786e-09 5.51656e-09 2.93425e-09 5.91268e-09 5.4658e-09 3.39885e-08 6.0379e-09 2.48854e-08 6.94091e-09 3.06418e-08 4.61002e-09 5.07099e-09 4.38011e-09 3.34432e-09 8.26872e-09 7.75475e-09
threshold=0.092710000000000015 0.096475000000000019 0.09055500000000001 -1.0000000180025095e-35 -0.41904999999999998 -0.026509999999999995 -0.040379999999999992 0.264685 -0.0027449999999999996 0.181285 -0.011544999999999998 -0.020314999999999996 0.111945 -0.079329999999999984 0.087720000000000006 -0.11278499999999998 0.089070000000000024 0.08456000000000001 1.0000000180025095e-35 0.087015000000000023 0.12640500000000002 -0.033689999999999991 0.10613500000000002 0.090740000000000015 0.11656000000000001 0.10874500000000002 0.083715000000000026 -0.085969999999999977 -0.08786999999999999 -0.081829999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -3 -5 6 -6 14 13 10 -10 -12 -11 -8 15 -1 17 18 20 -20 22 -22 24 -24 25 26 27 -17 -29 -30
right_child=1 3 -4 4 5 -7 8 -9 9 12 11 -13 -14 -15 -16 16 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=1.583280066277191e-06 -2.6438371463655132e-06 1.2726161355658405e-06 3.0046166286757355e-06 -1.5785281510445549e-06 1.1082360068595055e-06 -9.6553294202682021e-07 1.3561449455918654e-08 1.0755481184787642e-06 -4.7580002430436249e-07 -1.0303998383657623e-06 1.3283292986443483e-07 2.0887253601264596e-06 4.15177179788503e-07 -1.2179195106146576e-06 -1.0886481066206347e-06 -1.2996637799744805e-06 -9.1634118332097267e-07 1.4507754861321182e-06 -1.8620003334035574e-06 3.8339293227677855e-06 -3.855847441798232e-06 6.6855404945442842e-07 -1.4793588520877253e-06 3.8610011755999743e-06 -1.1214923574698332e-06 1.4348954316290021e-06 -1.3168318579696112e-06 1.7072276855450192e-06 -1.9821386454310643e-06 -4.6547711863027378e-09
leaf_weight=22 32 20 21 21 29 27 43 24 20 30 20 29 34 28 21 20 35 28 20 22 20 31 21 22 38 24 26 28 20 2345
leaf_count=22 32 20 21 21 29 27 43 24 20 30 20 29 34 28 21 20 35 28 20 22 20 31 21 22 38 24 26 28 20 2345
internal_value=0 -2.48742e-07 2.97183e-08 5.88639e-09 -8.42723e-08 3.64176e-08 1.52523e-07 7.14047e-09 1.66623e-08 2.77577e-07 7.78459e-07 1.2904e-06 -2.62437e-07 -4.72093e-07 -2.20761e-09 6.17418e-09 -6.67631e-09 5.27051e-09 -1.0078e-08 1.12158e-06 -2.83939e-08 -1.10572e-06 -6.79657e-09 1.25292e-06 -2.8455e-08 -1.15913e-08 -2.58248e-08 -1.19143e-08 -1.15162e-09 -2.13777e-08
internal_weight=0 333 2788 301 281 260 233 2767 204 133 69 49 64 71 2743 2722 2700 2665 2637 42 2595 51 2544 43 2501 2463 2439 2413 2393 2365
internal_count=3121 333 2788 301 281 260 233 2767 204 133 69 49 64 71 2743 2722 2700 2665 2637 42 2595 51 2544 43 2501 2463 2439 2413 2393 2365
is_linear=0
shrinkage=0.1


Tree=7641
num_leaves=31
num_cat=0
split_feature=447 457 457 4 457 148 2 2 480 2 1212 148 160 2 2 16 43 2 2 1211 4 51 159 0 15 13 2 15 43 12
split_gain=2.141e-09 3.13151e-09 2.98222e-09 1.70348e-08 3.21381e-09 1.09833e-08 2.51554e-09 3.84629e-08 2.16719e-08 2.04873e-08 8.75991e-09 8.21205e-09 7.53449e-09 1.19944e-08 7.24245e-09 2.91426e-08 2.5875e-08 1.88943e-08 1.10843e-08 7.17954e-09 5.66709e-09 1.433e-08 2.35461e-08 1.93622e-08 9.89937e-09 1.45417e-08 1.88587e-08 1.10012e-08 1.27365e-08 8.56858e-09
threshold=0.10419500000000002 0.41022000000000008 0.098180000000000003 -0.010024999999999997 0.091495000000000007 -0.079019999999999993 0.093175000000000022 0.092635000000000009 0.11144000000000001 0.093680000000000013 0.13592000000000001 -0.085409999999999986 -0.53327999999999987 0.094400000000000026 0.096325000000000008 -0.07550999999999998 -0.067899999999999974 0.097220000000000015 0.097605000000000011 0.11301500000000002 -0.064054999999999987 -0.14283999999999999 0.083335000000000006 -0.068189999999999987 -0.015039999999999998 0.030370000000000005 0.10882500000000002 -0.052074999999999989 -0.079329999999999984 0.10149500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 8 10 -8 11 -1 -11 -14 15 -15 -17 -16 -19 -13 21 -20 23 -23 27 26 -26 -22 -29 -25
right_child=-2 -3 3 -5 5 -7 9 -9 -10 12 -12 19 13 14 17 16 -18 18 20 -21 24 22 -24 29 25 -27 -28 28 -30 -31
leaf_value=2.0920102326726919e-06 -1.0313291790708946e-06 1.0594105242083581e-06 1.4422029494198797e-06 -2.1289761896107796e-06 -7.8733743748671268e-07 2.4870763596817643e-06 -2.7439212250759868e-06 3.682644555267651e-06 -3.1818830057957151e-06 -1.5869544276186743e-06 -1.6749981662949974e-06 3.0134582946007686e-08 1.8424508713157111e-06 2.2103348003810198e-06 2.1912722927122797e-06 -2.9482970415395765e-07 -4.7862015823402947e-06 -2.4129401344907822e-06 2.6141557629426432e-06 1.7368810376865439e-06 -1.4329192264179069e-07 2.9231512978559036e-06 -2.8889744983288163e-06 5.2002470462585892e-07 -4.0735141204134813e-06 1.1689128021667253e-06 -7.6099328175453544e-07 -9.1560301977248554e-08 3.0745221244169822e-06 -1.2392216026201274e-06
leaf_weight=20 20 28 22 34 20 21 29 29 21 31 29 1744 34 20 38 29 23 20 26 25 501 28 23 102 23 24 68 27 24 38
leaf_count=20 20 28 22 34 20 21 29 29 21 31 29 1744 34 20 38 29 23 20 26 25 501 28 23 102 23 24 68 27 24 38
internal_value=0 6.65269e-09 -2.93963e-09 -7.26013e-07 1.04817e-08 8.89801e-07 -1.6326e-09 6.91751e-08 1.21927e-08 -1.21009e-07 4.9088e-08 7.70357e-08 -5.05135e-08 -5.06533e-09 -6.70136e-08 -1.03369e-06 -2.2814e-06 6.87283e-09 -8.49493e-08 5.42548e-08 -3.22798e-08 4.11622e-07 1.11801e-07 5.22621e-07 -1.76698e-07 -1.02073e-06 -1.59822e-06 -8.56613e-10 1.39836e-06 4.2515e-08
internal_weight=0 3101 3073 56 3017 41 2976 1868 1839 1108 1818 1789 1079 1048 1014 72 52 942 904 1769 884 217 191 168 667 115 91 552 51 140
internal_count=3121 3101 3073 56 3017 41 2976 1868 1839 1108 1818 1789 1079 1048 1014 72 52 942 904 1769 884 217 191 168 667 115 91 552 51 140
is_linear=0
shrinkage=0.1


Tree=7642
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1186 1429 156 1429 132 13 42 132 393 1455 15 483 482 482 482 484 482 121 33 480 106 376 48 160 46 50 43
split_gain=2.09296e-09 1.09425e-08 4.14509e-09 2.26774e-09 2.06129e-09 7.82163e-09 2.12435e-09 1.92724e-09 4.50909e-09 2.93697e-09 8.52869e-09 2.20936e-09 1.90372e-09 9.76992e-09 4.97452e-09 2.6881e-09 2.82727e-09 4.44838e-09 2.34231e-08 1.21058e-08 3.49938e-09 4.16235e-09 3.40974e-09 3.21265e-09 4.52644e-09 5.65809e-09 6.00544e-09 4.34199e-09 9.75134e-09 7.23267e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.010834999999999999 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 -0.41127499999999995 0.056795000000000005 -0.074124999999999983 -0.26056499999999994 0.086525000000000005 -0.097209999999999977 0.088495000000000018 0.13622000000000004 0.11191500000000001 0.10022500000000002 0.089605000000000018 0.090535000000000018 0.087425000000000017 -0.078059999999999977 -0.044254999999999996 0.11387000000000001 0.089100000000000026 0.049360000000000008 0.088005000000000014 0.083670000000000008 0.10253500000000002 0.13303500000000004 -0.075574999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 -6 8 -5 -9 -11 -12 13 -8 15 16 17 19 -19 20 -14 -22 23 24 27 26 -26 28 -23 -30
right_child=1 4 -4 7 5 -7 12 9 -10 10 11 -13 14 -15 -16 -17 -18 18 -20 -21 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=7.007085741861375e-07 2.2970797978078262e-06 -1.0056093339017026e-06 -1.4333233719656035e-06 -8.5508607412521091e-07 -1.0027958950331594e-06 1.9837896127228304e-06 5.9790679576026925e-07 1.8806491546285998e-07 1.0297530915674238e-06 -2.6395170425530525e-06 3.7175683667395129e-07 -9.1104991065549269e-07 -9.4371462451865814e-07 -1.9245445327799515e-06 1.5522776417734957e-06 -8.8979343687331929e-07 1.0767497622055089e-06 7.4115679295480228e-07 -3.1337411104896791e-06 2.3645627234972462e-06 1.4599970118212015e-06 -3.8067673267913052e-08 1.0897818238563246e-06 -1.152232194338391e-06 3.9322302290327511e-07 -5.2252019238287833e-07 2.08297165251927e-06 -1.4189629363220941e-06 -6.3295015890963398e-08 2.3564192645153526e-06
leaf_weight=28 21 20 28 22 21 20 34 40 30 20 29 25 38 28 21 33 25 39 26 22 20 2281 29 24 58 33 33 22 21 30
leaf_count=28 21 20 28 22 21 20 34 40 30 20 29 25 38 28 21 33 25 39 26 22 20 2281 29 24 58 33 33 22 21 30
internal_value=0 2.266e-08 -2.95926e-07 -1.31765e-07 6.06416e-09 1.31437e-08 -7.43819e-10 -2.72183e-07 2.32321e-07 -5.02307e-07 -8.75482e-07 -2.22135e-07 6.72622e-09 -5.41265e-07 1.90585e-08 7.28176e-09 1.8242e-08 8.35306e-09 -8.08802e-07 2.86959e-08 8.84687e-09 2.30363e-08 1.16815e-08 -8.1451e-10 1.03372e-08 5.99208e-07 1.00599e-06 -2.06823e-08 -7.49099e-09 1.36007e-06
internal_weight=0 2899 222 194 2878 2858 2838 166 52 114 74 54 2817 62 2755 2734 2701 2676 65 2611 2589 2551 2531 2502 2478 124 91 2354 2332 51
internal_count=3121 2899 222 194 2878 2858 2838 166 52 114 74 54 2817 62 2755 2734 2701 2676 65 2611 2589 2551 2531 2502 2478 124 91 2354 2332 51
is_linear=0
shrinkage=0.1


Tree=7643
num_leaves=31
num_cat=0
split_feature=472 1429 12 0 1428 483 158 15 401 13 43 2 402 16 16 12 3 13 3 0 132 12 393 12 1210 3 403 3 42 4
split_gain=1.90774e-09 5.34708e-09 2.25044e-09 1.58658e-08 6.36293e-09 6.31734e-09 1.14983e-08 1.41147e-08 7.23255e-09 7.85252e-09 1.16268e-08 1.30504e-08 4.84619e-09 5.44e-09 1.22585e-08 7.49655e-09 5.80224e-09 1.2128e-08 8.61499e-09 6.51507e-09 4.05706e-09 8.36777e-08 2.93116e-08 7.65557e-09 3.34111e-09 1.88375e-08 4.51543e-08 2.27588e-08 1.71516e-08 1.06396e-08
threshold=-0.38234499999999999 -0.23587499999999997 0.099815000000000015 0.10455500000000001 0.094820000000000015 0.10143000000000001 0.086290000000000019 -0.068899999999999975 -0.099524999999999988 -0.051094999999999995 -0.036954999999999995 0.11928500000000002 -0.064959999999999976 -0.105305 -0.087659999999999988 0.10388500000000002 -0.082284999999999983 0.25761500000000009 -0.065819999999999976 -0.073309999999999986 -0.083284999999999984 0.091475000000000015 0.11170000000000001 0.089210000000000025 -0.00046999999999999993 -0.078724999999999976 -0.0047449999999999992 -0.082334999999999978 0.096035000000000023 -0.081984999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 20 6 8 -8 -4 10 -10 -12 -11 -14 -15 -16 17 -17 -18 -20 21 23 24 -3 25 26 27 29 -29 -22
right_child=1 2 3 -5 -6 -7 7 -9 9 12 11 -13 13 14 15 16 18 -19 19 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-8.8813088249632226e-07 1.5259459783949397e-06 -7.380727013371415e-08 -1.8271616501882212e-06 -2.6097910082311362e-06 1.7241174338716352e-06 -1.5426457695058264e-06 3.5242924195699748e-06 -1.0808225123009439e-07 -9.8083384693836698e-07 7.8976325685222458e-07 2.8054124753193072e-06 -3.02746696496053e-07 5.9938759030452234e-07 -2.8851199792133348e-06 -2.0168747388045934e-06 2.0767246049537145e-06 -2.2637191396212153e-06 -9.9819759695848299e-07 1.4661651937331044e-06 -9.151207815757854e-07 -5.8555749750993505e-07 6.5454181824975422e-06 -3.7347353963382161e-06 -2.1977938294526213e-06 -1.8503917667850104e-08 3.2402375100424429e-06 -3.2764083829478652e-06 4.814019974305882e-06 7.2217182605527347e-07 1.4927841107237328e-06
leaf_weight=24 23 112 24 26 22 27 20 23 25 34 35 22 37 23 24 29 23 23 20 27 78 20 21 20 2228 21 33 21 20 36
leaf_count=24 23 112 24 26 22 27 20 23 25 34 35 22 37 23 24 29 23 23 20 27 78 20 21 20 2228 21 33 21 20 36
internal_value=0 6.88347e-09 -4.48232e-09 -2.13274e-07 3.05808e-08 -6.3492e-08 3.91742e-08 1.58139e-06 -1.52489e-07 -2.76687e-08 8.17173e-07 1.60577e-06 -3.16323e-07 -4.98881e-07 -7.3933e-07 -4.01295e-07 -8.34756e-08 7.16663e-07 -6.77864e-07 9.81924e-08 1.63058e-08 5.17672e-07 -1.46982e-08 -3.95623e-07 1.7358e-08 3.99656e-07 8.2357e-08 7.97449e-07 2.818e-06 7.07609e-08
internal_weight=0 3097 3074 442 2632 416 389 43 346 322 82 57 240 206 169 146 122 52 70 47 2610 152 2458 132 2437 209 188 155 41 114
internal_count=3121 3097 3074 442 2632 416 389 43 346 322 82 57 240 206 169 146 122 52 70 47 2610 152 2458 132 2437 209 188 155 41 114
is_linear=0
shrinkage=0.1


Tree=7644
num_leaves=31
num_cat=0
split_feature=400 399 1 12 43 400 393 393 394 390 394 131 131 4 131 1427 12 13 1427 1 120 130 51 474 474 52 159 12 42 1429
split_gain=2.2109e-09 8.11593e-09 6.58928e-09 1.04256e-08 1.35548e-08 6.1103e-09 3.87801e-09 2.59965e-09 3.03507e-09 7.26815e-09 2.47901e-09 2.18259e-09 3.57619e-09 4.3216e-09 2.76193e-09 4.57139e-09 9.62394e-09 4.19146e-09 3.90033e-09 3.42615e-09 1.0317e-08 5.53722e-09 3.37485e-09 2.79135e-09 1.41309e-08 1.84037e-08 1.05838e-08 1.12611e-08 2.01879e-08 1.06821e-08
threshold=-0.082714999999999983 0.090145000000000017 0.078340000000000007 0.087505000000000013 -0.041049999999999996 -0.081749999999999975 0.10585500000000002 0.088255000000000014 -0.12099999999999998 0.090205000000000007 -0.09139499999999999 0.13567500000000002 0.11767000000000001 -0.069389999999999993 0.11088500000000003 0.086555000000000007 0.088725000000000012 -0.020934999999999999 0.078535000000000008 0.16540500000000002 1.0000000180025095e-35 -0.22461999999999996 -0.040379999999999992 0.087745000000000017 0.090685000000000016 -0.085264999999999994 0.096890000000000018 0.10149500000000002 0.083935000000000023 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2 7 8 -7 10 -10 12 14 -14 15 18 -17 -16 19 20 21 -12 -18 -23 25 -25 27 28 -26 -30
right_child=5 -3 -4 4 -6 6 -8 -9 9 -11 11 -13 13 -15 17 16 22 -19 -20 -21 -22 23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-8.9400805596337063e-07 -1.7172502637832634e-06 2.2570566352442257e-06 -1.5260283078416271e-06 3.3040375891838874e-06 3.4401079318513439e-08 1.0487260596989843e-06 1.0563979131461565e-06 -8.084515861921274e-07 1.1062638418479765e-06 -1.9161560487646058e-06 1.6536807625300298e-06 -9.8116735513110109e-07 1.9289789720676797e-06 -1.6925939235079571e-08 -1.7795724995101577e-06 2.0132169678992579e-06 6.8971341014340785e-07 1.7245644337229103e-07 -1.3531240921596775e-06 1.1732713450858986e-06 -1.7323155168469386e-06 -4.5851994392691731e-08 -1.0636815733525271e-06 3.7907388332906557e-06 3.3980819372790513e-06 -1.6777406056897473e-07 -1.6857841840793994e-06 -1.7016484521480469e-06 1.6622642728439781e-06 -1.1905893156186462e-06
leaf_weight=35 21 20 21 21 32 27 34 41 20 20 20 23 21 25 22 34 21 22 22 24 35 2356 23 24 23 23 34 21 21 35
leaf_count=35 21 20 21 21 32 27 34 41 20 20 20 23 21 25 22 34 21 22 22 24 35 2356 23 24 23 23 34 21 21 35
internal_value=0 4.05348e-07 6.55848e-08 4.45402e-07 1.32992e-06 -1.74724e-08 -5.45777e-09 -1.77503e-08 -6.55595e-09 -1.64872e-08 -3.15146e-09 -1.09946e-08 -3.04239e-09 8.71422e-07 -1.76168e-08 -4.88432e-09 7.49598e-07 -8.03558e-07 -2.71928e-08 -1.6042e-08 -2.70541e-08 -3.71264e-09 -2.26834e-07 -1.67784e-08 3.6166e-07 1.85359e-06 -1.6163e-07 3.56582e-07 9.03706e-07 -1.20769e-07
internal_weight=0 129 109 88 53 2992 2971 2937 2896 2869 2849 2829 2806 46 2760 2716 78 44 2638 2616 2592 2557 44 2537 181 47 134 100 79 56
internal_count=3121 129 109 88 53 2992 2971 2937 2896 2869 2849 2829 2806 46 2760 2716 78 44 2638 2616 2592 2557 44 2537 181 47 134 100 79 56
is_linear=0
shrinkage=0.1


Tree=7645
num_leaves=31
num_cat=0
split_feature=1429 156 390 12 132 1203 1185 50 393 1213 1213 1212 1210 43 4 16 43 43 1212 1209 401 401 133 133 13 1209 1210 1210 1210 1212
split_gain=2.2639e-09 7.1288e-09 2.10358e-09 7.31e-09 2.20855e-09 6.78528e-08 3.70556e-08 8.81803e-09 2.68562e-09 2.1416e-09 2.07302e-08 1.96372e-08 1.29511e-08 1.00783e-08 2.33726e-08 1.91922e-08 7.22372e-09 9.53002e-09 4.06573e-09 6.01497e-09 4.72513e-09 7.61105e-09 6.20373e-09 4.4654e-09 3.73395e-09 3.69637e-09 4.77482e-09 6.55891e-09 5.14817e-09 3.32111e-09
threshold=-0.23752499999999996 0.32523500000000005 0.087590000000000015 0.088485000000000022 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.097510000000000013 0.10585500000000002 -0.085284999999999986 -0.087969999999999979 -0.089079999999999979 -0.091799999999999979 -0.0047449999999999992 -0.080924999999999983 -0.091744999999999979 0.0016850000000000001 0.054355000000000007 -0.063924999999999996 -0.067109999999999989 -0.46360499999999999 -0.078179999999999986 0.51114000000000004 0.41892500000000005 -0.012119999999999997 -0.084519999999999984 -0.13847499999999999 -0.081369999999999984 -0.064344999999999999 0.12799000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -6 -2 9 10 12 -11 -8 15 -15 -14 -16 -18 19 -13 -20 -22 23 25 -17 -23 -27 -28 -29 -30
right_child=1 -3 3 -5 6 -7 8 -9 -10 11 -12 18 13 14 16 24 17 -19 20 -21 21 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-1.0108411009406899e-06 -6.7013793852429603e-08 1.8890323769937822e-06 -6.2021772819775842e-07 1.7999827506925545e-06 -4.2239591363925554e-06 5.6897479420773125e-06 -2.2044202418888184e-06 -2.2875519550780158e-06 1.0457184138464489e-06 -2.6304241106933251e-06 2.5164340802673127e-06 2.1646826742956668e-06 -3.3123803888912568e-06 3.311879605608478e-06 -1.7305924507127203e-06 1.0551459164768554e-06 2.0242891051483722e-06 -9.5395387206952452e-07 -1.4894186909424952e-06 -1.5275382831229462e-07 1.6523601802705174e-06 -1.1323570299737186e-06 -1.3772050153574236e-06 1.4711173639625485e-06 -5.5053334904187066e-07 1.3879926674083739e-06 -1.6743483286063566e-06 1.2274212615397339e-06 -1.8386939580945645e-08 -1.2262085521263584e-06
leaf_weight=22 169 20 24 26 21 21 26 20 24 29 35 21 20 28 20 30 22 21 22 24 27 30 34 20 28 24 24 33 2233 23
leaf_count=22 169 20 24 26 21 21 26 20 24 29 35 21 20 28 20 30 22 21 22 24 27 30 34 20 28 24 24 33 2233 23
internal_value=0 7.17208e-09 -5.05176e-09 6.38287e-07 -1.56714e-08 2.97183e-07 -3.89773e-08 -3.01991e-07 -7.56751e-09 -1.66803e-08 2.7554e-07 -4.30996e-08 -1.26672e-07 1.92982e-07 9.07935e-07 -6.4113e-07 -1.60484e-07 5.69798e-07 -1.32656e-08 9.28717e-07 -3.04272e-08 -1.73154e-08 -3.59363e-08 -1.68315e-08 2.7999e-07 -2.9404e-08 -1.52454e-08 -2.98056e-08 -1.25627e-08 -3.07007e-08
internal_weight=0 3099 3079 50 3029 210 2819 189 2798 2774 230 2544 195 169 91 78 63 43 2515 45 2470 2448 2421 2387 58 2367 2337 2313 2289 2256
internal_count=3121 3099 3079 50 3029 210 2819 189 2798 2774 230 2544 195 169 91 78 63 43 2515 45 2470 2448 2421 2387 58 2367 2337 2313 2289 2256
is_linear=0
shrinkage=0.1


Tree=7646
num_leaves=31
num_cat=0
split_feature=156 1428 130 12 403 1212 403 1212 401 403 1210 2 1211 1212 401 1186 13 1211 394 401 133 3 133 131 482 483 484 483 16 483
split_gain=2.1642e-09 4.06135e-09 1.95889e-09 5.80491e-09 2.18814e-09 3.9567e-09 3.89724e-09 6.08593e-09 1.93812e-08 9.04662e-09 6.40913e-09 5.5719e-09 4.85021e-09 5.44262e-09 8.59918e-09 5.16318e-09 1.88266e-08 7.81557e-09 6.16777e-09 8.67043e-09 3.10183e-09 1.24843e-08 5.72741e-09 3.86127e-09 5.03279e-09 5.73431e-09 9.13796e-09 4.03335e-09 1.55071e-08 4.27253e-09
threshold=0.3248100000000001 0.10668500000000002 -0.23647499999999996 0.23631000000000002 0.072365000000000027 0.058525000000000008 0.035175000000000005 -0.089544999999999986 0.11370000000000001 0.0033700000000000002 -0.12043 0.087470000000000006 0.11716500000000001 0.11796000000000001 -0.06959499999999999 0.057025000000000006 -0.0087749999999999981 0.09993500000000001 -0.11103499999999998 0.09530000000000001 0.51114000000000004 -0.085709999999999995 0.41892500000000005 0.11863000000000001 0.12191 0.11494000000000001 -0.0087999999999999988 0.10321500000000002 -0.032969999999999992 0.10018500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4 9 10 -9 -8 13 14 -12 17 -17 18 -16 20 22 -22 23 24 25 27 -27 29 -29 -20
right_child=-2 -3 3 -5 5 -7 11 8 -10 -11 12 -13 -14 -15 15 16 -18 -19 19 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-9.8850619963286583e-07 -9.6645133591822665e-07 1.4275833495958069e-06 1.3727912856196665e-06 1.6229167861390374e-06 1.5031672953055738e-07 1.6042260790527508e-06 -2.2038636609522654e-06 -1.3362270384182257e-06 -2.6535222843904195e-06 1.6367021592514272e-06 1.7321284707756086e-06 -1.679506180220482e-09 1.3482578048331983e-06 -1.5558507821760547e-06 1.721891122770103e-06 -3.4068383456542506e-06 5.8129763005879417e-07 1.8665586739271849e-06 1.6581674544304919e-09 -1.6270352569549954e-06 8.8391469337996877e-07 -2.5248435756514651e-06 1.5672489711426392e-06 -1.0925678170127813e-06 1.5021194961015931e-06 -2.2829052939852901e-06 3.7623791797614104e-07 -8.5463573627335296e-07 2.9927342507107823e-06 -1.466846159701163e-06
leaf_weight=20 23 20 31 22 292 20 20 37 28 33 28 27 26 23 20 20 29 22 2111 34 21 22 23 33 22 28 24 22 20 20
leaf_count=20 23 20 31 22 292 20 20 37 28 33 28 27 26 23 20 20 29 22 2111 34 21 22 23 33 22 28 24 22 20 20
internal_value=0 7.17272e-09 -2.05672e-09 4.39488e-09 -7.33354e-09 2.43516e-07 -3.60652e-08 -2.02163e-08 -3.65365e-08 -8.54733e-09 -2.95505e-08 -9.38779e-07 -1.0576e-08 -2.45846e-08 -1.04913e-08 -3.02377e-08 -1.04651e-06 -9.67725e-09 -2.68761e-08 -4.15716e-08 -1.85939e-08 -8.60101e-07 -2.88183e-09 -1.87209e-08 -2.95009e-09 -1.78317e-08 -1.05561e-06 7.00238e-09 9.77445e-07 -1.21241e-08
internal_weight=0 3098 3078 3058 3036 312 2724 2677 2646 2618 2585 47 2548 2522 2499 2471 49 2422 2400 2380 2346 43 2303 2280 2247 2225 52 2173 42 2131
internal_count=3121 3098 3078 3058 3036 312 2724 2677 2646 2618 2585 47 2548 2522 2499 2471 49 2422 2400 2380 2346 43 2303 2280 2247 2225 52 2173 42 2131
is_linear=0
shrinkage=0.1


Tree=7647
num_leaves=31
num_cat=0
split_feature=1206 1429 156 12 12 43 12 42 2 2 1 42 483 484 12 42 42 1419 47 472 15 160 12 16 16 2 12 4 130 2
split_gain=2.02509e-09 1.95115e-09 6.40406e-09 2.33788e-09 1.52193e-08 2.54588e-08 7.90092e-09 1.16155e-08 2.30699e-08 1.61345e-08 1.5603e-08 1.00551e-08 6.32902e-09 1.68838e-08 5.77419e-09 5.78759e-09 9.03632e-09 5.07369e-09 8.76861e-09 6.55057e-09 5.26386e-09 4.6131e-09 5.31269e-09 1.00633e-08 1.10909e-08 1.9845e-08 7.82144e-09 5.81388e-09 6.06853e-09 5.61909e-09
threshold=1.0000000180025095e-35 -0.23752499999999996 0.32523500000000005 0.099815000000000015 0.10193000000000001 -0.05647499999999999 0.096525000000000014 0.097640000000000018 0.10981000000000002 0.092235000000000025 0.093890000000000015 -0.042239999999999993 0.10143000000000001 0.084975000000000009 0.096210000000000004 0.12074000000000001 0.11747 0.086505000000000012 0.085505000000000012 -0.019179999999999999 -0.07879499999999999 0.084770000000000026 0.12757000000000002 -0.105305 -0.076669999999999988 0.090175000000000019 0.14472000000000004 -0.074729999999999977 0.092225000000000015 0.097070000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 14 8 9 -8 -9 -11 13 21 15 16 17 19 20 -3 -19 22 23 29 25 -25 -24 -26 -29 -6
right_child=-2 2 -4 4 12 -7 7 10 -10 11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 26 24 27 -27 -28 28 -30 -31
leaf_value=-9.319303475504884e-07 -1.0030254944126682e-06 -1.3453778899632755e-06 1.7967741848678997e-06 7.6525954930482176e-07 2.5134029486521701e-06 -3.7134100534785836e-06 1.1537367681415032e-06 4.001855258841467e-06 3.145386256697691e-06 -3.2247808434249237e-07 1.4261286111150186e-07 -3.4205438510070965e-06 -1.6407928435248985e-06 2.9298328740878787e-06 -1.1798700425948127e-06 1.3123638061241603e-06 -2.066815332433353e-06 6.3851487766442014e-07 -7.3775656260078822e-07 1.4055696009586703e-08 2.9328248342608279e-06 1.1934388845070823e-06 -2.6165133894551223e-06 4.864008874223886e-07 1.7790918820992376e-06 -3.2809737008235594e-06 -2.4775185772301959e-07 -5.7479849175838874e-07 9.2463415238099268e-07 3.6043279283991006e-07
leaf_weight=22 20 36 20 22 22 30 28 22 20 20 20 22 22 20 41 34 21 20 21 2302 20 27 20 27 20 29 46 79 41 27
leaf_count=22 20 36 20 22 22 30 28 22 20 20 20 22 22 20 41 34 21 20 21 2302 20 27 20 27 20 29 46 79 41 27
internal_value=0 6.4684e-09 1.31734e-08 1.5121e-09 -2.14068e-07 -1.81859e-06 3.69635e-08 7.90939e-07 1.5012e-07 -7.0567e-07 2.16412e-06 -1.94527e-06 5.49765e-09 1.06666e-07 -2.92622e-09 1.67375e-08 -1.46554e-09 1.66138e-08 9.16949e-07 -6.87656e-09 1.78567e-06 -6.03849e-08 -1.69238e-07 4.52812e-08 -2.75167e-07 -1.46456e-06 -9.65558e-07 2.00591e-07 -6.24923e-08 1.32707e-06
internal_weight=0 3101 3079 3059 432 52 2627 132 90 70 42 42 380 358 2495 2454 2420 2399 61 2338 40 338 311 245 196 56 66 140 120 49
internal_count=3121 3101 3079 3059 432 52 2627 132 90 70 42 42 380 358 2495 2454 2420 2399 61 2338 40 338 311 245 196 56 66 140 120 49
is_linear=0
shrinkage=0.1


Tree=7648
num_leaves=31
num_cat=0
split_feature=472 1429 1209 3 1209 42 11 52 1428 471 1419 154 16 16 52 133 15 0 474 484 130 12 484 52 157 0 51 1455 1455 1447
split_gain=2.40995e-09 4.81406e-09 2.15286e-09 1.27837e-08 2.5052e-09 1.09092e-08 2.14338e-09 7.55436e-09 5.15864e-09 3.08052e-09 9.66284e-09 2.43258e-09 2.62006e-09 1.27965e-08 2.57876e-08 8.61959e-09 1.50745e-08 2.17228e-08 1.20691e-08 2.82683e-08 6.04048e-09 5.92191e-09 5.90813e-09 5.41095e-09 7.21478e-09 9.8296e-09 8.58158e-09 4.28936e-09 8.05471e-09 6.97824e-09
threshold=-0.38234499999999999 -0.23587499999999997 -0.087199999999999986 -0.082334999999999978 -0.065739999999999979 0.092145000000000019 0.092630000000000018 -0.24456499999999998 0.095640000000000017 0.10338500000000002 0.10408000000000002 0.084190000000000001 0.15891500000000003 0.22339500000000004 -0.07278999999999998 0.089595000000000022 -0.067579999999999987 -0.069824999999999984 0.091650000000000009 0.0038100000000000005 -0.22699999999999995 0.14472000000000004 -0.011244999999999998 -0.07278999999999998 -0.00078499999999999989 -0.064339999999999994 -0.20636999999999997 -0.097209999999999977 -0.089344999999999994 -0.082229999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 8 -8 9 10 11 12 20 14 -14 18 -17 -18 19 22 -6 27 -15 24 -24 26 -26 29 -29 -22
right_child=1 2 4 -5 6 -7 7 -9 -10 -11 -12 -13 13 15 -16 16 17 -19 -20 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-9.982129256513872e-07 1.4490956624636846e-06 2.4210964103649927e-06 6.3763036632735746e-07 -6.5006082512340848e-07 -1.6664167542249483e-06 -2.4957807541881042e-06 -2.0925007406317905e-06 7.3800245938097461e-08 1.5726772592946266e-06 -1.1791388508506565e-06 1.9660847774503054e-06 1.0903459440214646e-06 4.5639225680299041e-07 -1.1062986452259339e-06 -4.5050038795579892e-06 -3.2719242220818636e-06 -2.1244996202897582e-06 1.7804665237141809e-06 -1.436071137785994e-06 4.0797390252578229e-06 3.1088102232956775e-07 1.2591786414234846e-06 1.5954754678365794e-06 1.9194130732103078e-06 2.4433307582209337e-06 -9.2157126288701845e-07 -1.2775097572744818e-07 1.9840694974282954e-06 1.6670387750201756e-08 -2.3307540708117361e-06
leaf_weight=24 23 23 25 33 21 20 22 60 21 22 25 20 22 32 20 21 28 29 38 20 20 39 29 20 21 72 34 21 2296 20
leaf_count=24 23 23 25 33 21 20 22 60 21 22 25 20 22 32 20 21 28 29 38 20 20 39 29 20 21 72 34 21 2296 20
internal_value=0 7.73385e-09 -3.05058e-09 6.11307e-07 -1.44502e-08 -7.54997e-07 -3.24112e-09 -5.07402e-07 1.10589e-08 -3.67616e-10 8.73806e-09 -8.59586e-09 -1.6437e-08 -2.58366e-07 -1.90618e-06 -5.71803e-08 -9.81575e-07 -1.37762e-07 2.13883e-07 4.88875e-07 2.21996e-08 3.69997e-08 1.436e-07 3.70854e-07 1.72321e-07 -1.52651e-07 8.53935e-07 1.67769e-08 3.45018e-08 -1.00994e-06
internal_weight=0 3097 3074 56 3018 45 2973 82 2891 2870 2848 2823 2803 386 42 344 78 57 266 228 2417 2396 208 176 156 127 55 2357 2317 40
internal_count=3121 3097 3074 56 3018 45 2973 82 2891 2870 2848 2823 2803 386 42 344 78 57 266 228 2417 2396 208 176 156 127 55 2357 2317 40
is_linear=0
shrinkage=0.1


Tree=7649
num_leaves=31
num_cat=0
split_feature=1429 156 471 11 16 11 43 40 130 132 50 1185 1203 132 9 10 9 1186 129 394 15 49 16 3 49 49 49 13 15 394
split_gain=2.09555e-09 5.80232e-09 2.10612e-09 3.80863e-09 1.26865e-08 7.88041e-09 3.11243e-09 2.4242e-09 5.12649e-09 2.22529e-09 5.60557e-08 2.58346e-08 8.88049e-09 2.67598e-09 2.61732e-09 5.35532e-09 3.98417e-09 2.62204e-09 3.06572e-09 3.87047e-09 2.31633e-09 2.78508e-09 5.75333e-09 3.84674e-09 2.85864e-09 3.07495e-09 3.84966e-09 1.58468e-08 7.34195e-09 3.52244e-09
threshold=-0.23752499999999996 0.32523500000000005 0.10277000000000001 0.092630000000000018 0.41221000000000008 0.086595000000000019 -0.15582499999999996 -0.24290999999999999 -0.22229499999999999 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 -0.037359999999999997 0.092890000000000014 0.053330000000000009 0.087755000000000014 0.089315000000000019 -0.077709999999999987 -0.10421499999999999 0.19724500000000003 -0.14715999999999999 -0.12029499999999999 -0.085114999999999982 -0.10774499999999999 -0.087004999999999985 -0.079429999999999987 -0.0097949999999999982 -0.089964999999999976 -0.078674999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 7 -5 -2 -9 10 12 -11 -10 -13 15 16 17 18 -15 -20 21 22 -21 -24 -23 -26 27 -27 -29 -28
right_child=1 -3 -4 4 -6 -7 -8 8 9 11 -12 13 -14 14 -16 -17 -18 -19 19 20 -22 24 23 -25 25 26 29 28 -30 -31
leaf_value=-9.7252282102999756e-07 -1.0830677134825756e-06 1.7046816577703794e-06 8.4405985176247136e-07 1.0374102852698083e-06 -2.8034863768360605e-06 1.4368647139475033e-06 -4.8682847523810488e-07 1.4822644489057617e-06 2.3471558381648126e-09 -3.4540147660002485e-06 5.3334781136982207e-06 8.5557285006286424e-07 -2.2239841020166297e-06 -1.1004662037858335e-06 9.3700538091720128e-07 -1.2461978649803821e-06 1.3537551499861627e-06 8.8470820232501986e-07 1.1845807088880416e-06 -2.1076405187159251e-06 8.4644371891672262e-07 1.0516805104998638e-06 8.1212121495847591e-07 -9.4353411183279752e-07 -9.3748711893376339e-07 3.0658912464787138e-06 -7.9548961232669707e-07 9.9617358165189569e-07 -1.6179062744082662e-06 -3.1024959360565433e-08
leaf_weight=22 21 20 29 21 21 38 37 23 172 22 20 35 20 27 28 36 21 31 26 20 29 24 24 26 38 20 62 21 22 2165
leaf_count=22 21 20 29 21 21 38 37 23 172 22 20 35 20 27 28 36 21 31 26 20 29 24 24 26 38 20 62 21 22 2165
internal_value=0 6.90782e-09 -4.12026e-09 -1.21849e-08 -6.97472e-07 6.0371e-09 6.50511e-08 -1.25007e-08 -4.78029e-09 -1.6619e-08 2.95253e-07 -4.13171e-08 -2.29562e-07 -1.30386e-08 -2.46422e-08 -3.50304e-08 -1.79717e-08 -2.93351e-08 -4.06511e-08 -2.90989e-08 -4.19735e-08 -5.2611e-08 -6.74197e-07 -1.0082e-07 -3.41114e-08 -4.53051e-08 -3.05004e-08 7.40374e-07 -3.41263e-07 -5.23078e-08
internal_weight=0 3099 3079 3050 79 2971 58 2933 2912 2889 212 2677 192 2655 2620 2592 2556 2535 2504 2477 2451 2422 70 50 2352 2328 2290 63 43 2227
internal_count=3121 3099 3079 3050 79 2971 58 2933 2912 2889 212 2677 192 2655 2620 2592 2556 2535 2504 2477 2451 2422 70 50 2352 2328 2290 63 43 2227
is_linear=0
shrinkage=0.1


Tree=7650
num_leaves=31
num_cat=0
split_feature=472 156 1429 474 475 43 475 1370 43 15 157 157 52 390 12 129 16 47 0 1 0 47 3 1373 150 150 457 0 1374 150
split_gain=2.68297e-09 4.73503e-09 3.29466e-09 5.65246e-09 2.3443e-09 5.85504e-09 4.50691e-09 8.17644e-09 6.19728e-09 1.50769e-08 2.9235e-09 2.55764e-09 6.33391e-09 2.73739e-09 7.59546e-09 2.75678e-09 1.01261e-08 2.91096e-09 2.1114e-08 1.33749e-07 2.44819e-08 1.32801e-08 7.30215e-09 3.84329e-09 2.52565e-08 5.04743e-09 1.43698e-08 7.51547e-09 6.43479e-09 4.90476e-09
threshold=-0.38234499999999999 0.14862 0.12387000000000002 -0.23025999999999996 -0.10664 -0.076834999999999987 -0.086304999999999979 0.077860000000000026 -0.084999999999999978 -0.015744999999999999 0.11933000000000001 0.088145000000000015 -0.087284999999999988 0.087590000000000015 0.088485000000000022 0.11091000000000001 -0.080954999999999985 0.092165000000000011 -0.10224499999999999 0.10060500000000001 -0.09595999999999999 0.088915000000000008 0.10732000000000001 1.0000000180025095e-35 0.090480000000000019 0.12640500000000002 0.11577000000000001 -0.24955499999999997 -0.035729999999999991 0.098740000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 10 -6 -10 11 13 -13 15 -15 17 -17 21 19 -19 -20 23 -21 25 -25 27 -27 -8 -29 -30
right_child=1 -3 -4 4 6 -7 7 -9 9 -11 -12 12 -14 14 -16 16 -18 18 20 22 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-1.0532410987214766e-06 1.5353918551378838e-06 1.5418546195178351e-06 -1.2500807293863978e-06 3.9386416305027841e-07 -6.5876262115558532e-07 -1.8880320355533927e-06 1.8548033288177316e-06 -1.9343956120627065e-06 -2.38670285655105e-07 3.2060471550465766e-06 1.2056019011907893e-06 -1.5873401860488913e-06 6.1683659437635055e-07 -5.243655645988573e-07 1.966208469184494e-06 -2.4229127537012121e-06 7.5923799158772454e-07 -8.7661635194535848e-06 3.383309827272156e-06 2.0157331808453212e-06 -1.3213854962362408e-07 2.0331943476769473e-06 -2.2393553228687018e-07 -7.8025151911528422e-07 3.6744564567925409e-06 4.7275460458097637e-07 -2.9877183329690961e-06 1.362956127128628e-06 6.9867454265065956e-09 -7.5060952017121276e-07
leaf_weight=24 24 20 21 23 21 22 22 22 27 24 20 32 22 24 25 20 20 20 22 24 199 33 37 35 20 28 21 34 2146 89
leaf_count=24 24 20 21 23 21 22 22 22 27 24 20 32 22 24 25 20 20 20 22 24 199 33 37 35 20 28 21 34 2146 89
internal_value=0 8.15758e-09 -1.8112e-09 6.76656e-09 -5.33337e-09 -7.2173e-07 5.45934e-09 -1.38456e-08 7.87042e-07 1.38237e-06 7.59326e-10 -7.62802e-09 -6.89342e-07 5.43071e-09 7.46335e-07 -7.67555e-09 -8.31837e-07 4.40008e-09 -2.88391e-07 -1.66952e-06 2.17816e-07 4.08181e-08 6.57246e-07 1.33657e-08 8.39642e-07 -6.05533e-09 -1.01031e-06 1.54236e-08 -2.41083e-09 -2.31815e-08
internal_weight=0 3097 3077 3056 3032 45 2987 2915 72 51 2893 2873 54 2819 49 2770 40 2730 302 81 221 2428 61 2395 55 2340 49 2291 2269 2235
internal_count=3121 3097 3077 3056 3032 45 2987 2915 72 51 2893 2873 54 2819 49 2770 40 2730 302 81 221 2428 61 2395 55 2340 49 2291 2269 2235
is_linear=0
shrinkage=0.1


Tree=7651
num_leaves=31
num_cat=0
split_feature=156 472 1429 1429 153 471 156 156 1429 2 160 155 156 1429 156 157 16 1375 2 156 156 150 147 457 4 12 160 160 13 133
split_gain=2.22936e-09 3.73767e-09 2.23134e-09 4.08489e-09 3.47794e-09 2.19406e-09 2.15224e-09 1.26365e-08 9.45875e-09 1.51428e-08 1.99945e-08 9.82928e-09 5.90843e-09 4.36662e-09 3.76867e-09 2.09174e-08 1.4088e-08 7.83619e-09 2.54658e-08 6.44874e-09 5.68046e-09 3.94515e-09 7.60866e-09 4.98503e-09 3.62091e-09 8.4487e-09 3.4137e-09 2.03677e-08 1.21695e-08 1.52361e-08
threshold=0.3248100000000001 -0.097514999999999977 0.12387000000000002 0.11475 0.082840000000000011 0.093375000000000014 0.09747500000000002 0.092385000000000009 -0.012159999999999999 0.086375000000000021 -0.061914999999999991 0.085195000000000007 0.10208000000000002 -0.072014999999999982 0.087515000000000009 -0.086284999999999987 -0.008069999999999999 -0.15308499999999997 0.087675000000000017 0.086340000000000014 0.083635000000000015 0.12706500000000001 0.097985000000000017 0.10259500000000001 0.50996500000000011 0.086915000000000006 0.081905000000000019 0.062030000000000009 -0.091054999999999983 0.084760000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 -3 -11 14 -8 -14 17 -16 -17 18 -10 20 21 22 23 26 25 -15 27 -19 29 -28
right_child=-2 2 -4 -5 -6 -7 12 -9 11 10 -12 -13 13 24 15 16 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=1.3699121547006145e-06 -9.8089215389731898e-07 -9.0488490410610791e-07 -1.0050679414710183e-06 1.4301057835552911e-06 -1.1130883235312337e-06 8.8766872668851914e-07 1.9171921031730089e-06 -2.0299728321920306e-06 3.8518049921419462e-06 4.6101225501615774e-06 1.9215069966906286e-07 -2.1829286186489515e-06 -1.051231092820724e-06 2.2645276690127504e-06 -3.0391627118520914e-06 2.5250217868233448e-06 -6.7589060108730343e-07 -4.7523950377686138e-09 -9.6469027836144012e-07 -1.7165548054975944e-06 1.3483121944641279e-06 1.2117609431837853e-06 -1.5833367386573715e-06 1.5272918452475487e-06 -5.4253066225335777e-07 7.6469361154352108e-08 -4.3228450800193568e-07 3.0540069448389574e-06 -4.6868877010552983e-08 -3.8747065224242763e-06
leaf_weight=20 23 22 22 20 28 28 21 31 21 20 21 21 26 25 26 20 44 2079 23 22 31 26 31 21 31 60 36 22 280 20
leaf_count=20 23 22 22 20 28 28 21 31 21 20 21 21 26 25 26 20 44 2079 23 22 31 26 31 21 31 60 36 22 280 20
internal_value=0 7.2785e-09 -1.57552e-09 5.64857e-09 -3.7352e-09 6.59122e-09 -1.68736e-09 -2.213e-08 2.1138e-10 1.21159e-06 2.34726e-06 -2.78154e-08 3.51607e-07 1.20077e-07 -1.10658e-08 -6.473e-07 3.24395e-07 1.08565e-08 1.33409e-06 -1.18157e-08 2.91493e-09 -1.36685e-08 -2.64693e-08 -6.83426e-09 3.82611e-07 7.20016e-07 -2.00541e-08 2.72765e-08 -3.16011e-07 -1.66172e-06
internal_weight=0 3098 3078 3056 3036 3008 2980 2817 2786 63 41 2723 163 142 2702 90 64 2612 44 2568 2546 2515 2489 2458 116 85 2437 2101 336 56
internal_count=3121 3098 3078 3056 3036 3008 2980 2817 2786 63 41 2723 163 142 2702 90 64 2612 44 2568 2546 2515 2489 2458 116 85 2437 2101 336 56
is_linear=0
shrinkage=0.1


Tree=7652
num_leaves=31
num_cat=0
split_feature=1429 156 1426 1428 1429 475 1429 132 1185 1203 157 1429 2 12 151 157 157 16 1453 481 481 481 160 1447 1447 42 43 484 13 1456
split_gain=2.14683e-09 5.93902e-09 2.30235e-09 2.94147e-09 3.85684e-09 1.2621e-08 1.93711e-08 2.07658e-09 1.66061e-08 4.99365e-09 2.07083e-09 1.35805e-08 8.38407e-09 1.39308e-08 8.26309e-09 3.80528e-09 4.25414e-09 3.44904e-09 2.8417e-09 5.4711e-09 7.97592e-09 5.6372e-09 6.64486e-09 2.7872e-09 9.19502e-09 8.70998e-09 5.76748e-09 8.9786e-09 5.09659e-09 4.93884e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.085619999999999988 -0.071779999999999997 -0.012159999999999999 -0.024084999999999999 -0.07700499999999999 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.087424999999999989 0.083925000000000013 0.10402500000000002 0.084225000000000008 -0.55306499999999992 -0.08577499999999999 -0.083699999999999983 -0.040964999999999994 0.088260000000000019 -0.15265499999999996 -0.088384999999999977 -0.085784999999999986 -0.55323499999999981 -0.080289999999999986 -0.051529999999999992 0.091295000000000015 -0.0082299999999999995 1.0000000180025095e-35 -0.086134999999999975 0.11253500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 9 -9 -6 11 12 13 -10 -12 -16 -17 -15 19 -18 -21 -22 -23 25 -25 26 27 28 -24 -26
right_child=1 -3 3 4 7 6 -8 8 10 -11 14 -13 -14 17 15 16 18 -19 -20 20 21 22 23 24 29 -27 -28 -29 -30 -31
leaf_value=-9.8434863337553752e-07 -1.0736022170476645e-06 1.7246512683755101e-06 -1.2059385755591735e-06 -7.594769073193675e-07 -1.2401953952317825e-07 -2.3074389792739002e-07 4.1178060041602298e-06 2.8179697026297664e-06 2.285442592437903e-06 -1.576929797145702e-06 1.9901998614711505e-06 -2.7913815546298794e-06 -1.3522481378546922e-06 5.5953394792140901e-07 -1.1211712793131786e-06 1.2602487652623462e-06 -1.3567440619984457e-06 -1.1474650651264491e-06 8.8039525354904274e-07 1.650508922705677e-06 -1.3362618993539854e-06 1.5313141468758269e-06 8.1748057005998353e-07 1.6645679553112753e-06 -2.0921926238860458e-09 -1.9962482265954949e-06 -9.9270473583601428e-07 2.3138348046813921e-06 -1.4130446659521569e-06 -1.5079389144871544e-06
leaf_weight=22 20 20 20 32 191 21 20 21 30 27 21 20 31 20 30 27 30 29 36 29 32 28 21 33 2181 29 38 20 20 22
leaf_count=22 20 20 20 32 191 21 20 21 30 27 21 20 31 20 30 27 30 29 36 29 32 28 21 33 2181 29 38 20 20 22
internal_value=0 6.99352e-09 -4.16373e-09 2.82835e-09 1.07834e-08 7.28866e-07 1.8905e-06 -6.89027e-09 1.6677e-08 -3.03967e-07 -4.89515e-09 -3.94383e-07 4.14343e-08 5.88322e-07 1.46018e-08 -1.50365e-09 1.16896e-08 -4.50731e-07 -1.69313e-09 -1.44822e-08 1.93359e-09 -1.77895e-08 -1.51034e-10 -1.82902e-08 7.68918e-09 -4.72118e-07 -2.56554e-08 5.76769e-07 -2.70581e-07 -1.71302e-08
internal_weight=0 3099 3079 3059 3039 73 41 2966 2748 218 2727 130 110 79 2597 2576 2546 49 2519 2483 2453 2424 2392 2364 2236 128 99 61 41 2203
internal_count=3121 3099 3079 3059 3039 73 41 2966 2748 218 2727 130 110 79 2597 2576 2546 49 2519 2483 2453 2424 2392 2364 2236 128 99 61 41 2203
is_linear=0
shrinkage=0.1


Tree=7653
num_leaves=31
num_cat=0
split_feature=156 1428 157 1427 456 456 456 16 456 1445 130 40 1 13 158 13 4 4 1212 1213 16 1213 1213 3 471 12 0 12 3 12
split_gain=2.40672e-09 3.44635e-09 7.66139e-09 1.34803e-08 2.21025e-09 4.24003e-09 3.73519e-09 6.78939e-09 4.8749e-09 7.09374e-09 4.39649e-09 5.48241e-09 2.78893e-09 2.74434e-09 5.41371e-09 7.78569e-09 4.61725e-09 4.78799e-09 3.69595e-09 3.42566e-09 9.80814e-09 1.02938e-08 6.00326e-09 3.38538e-09 4.56022e-09 4.55855e-09 2.31724e-08 8.22293e-09 1.91312e-08 2.01357e-08
threshold=0.3248100000000001 0.087445000000000009 -0.0041249999999999993 0.078535000000000008 0.10512000000000001 0.091580000000000009 0.08777500000000002 -0.020119999999999996 0.087015000000000023 0.077020000000000019 -0.23123999999999997 -0.24134999999999998 0.11039500000000001 0.11217000000000001 0.086290000000000019 0.15641500000000003 -0.095774999999999985 -0.049534999999999989 -0.52517999999999987 -0.24064499999999997 -0.091114999999999988 -0.46944999999999992 -0.15413999999999997 -0.24190499999999995 0.10277000000000001 0.098150000000000015 0.10455500000000001 0.096525000000000014 -0.073309999999999986 0.097145000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 8 -8 9 10 -1 -12 -7 18 15 -15 -17 -18 -13 20 -20 -22 -21 -24 25 27 -27 -25 29 -29
right_child=-2 2 -4 -5 -6 12 7 -9 -10 -11 11 13 -14 14 -16 16 17 -19 19 22 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=1.411670007071693e-06 -1.0191572584972165e-06 3.4221140469981035e-06 -6.4522995353399901e-07 -2.4943354787865246e-07 -7.5582983188910596e-07 1.6029118176613173e-07 -2.2434280586886809e-06 1.9088750254544117e-08 1.2114370116995072e-06 -1.7229676427810148e-06 -1.6172117760842888e-06 1.3327721421774188e-06 1.7351807049754311e-06 1.6776438570786923e-06 1.7804757258469788e-06 6.9618903150317899e-07 -1.9384168371061607e-06 -1.7222107493913001e-07 1.0966942714471122e-06 1.5293403962459707e-06 2.0753178389332744e-07 -2.6996021780444701e-06 -1.0190428382957982e-06 -9.0835594482437002e-09 1.4529852889955647e-06 -1.539719081915532e-07 -3.5875236855125492e-06 1.9100316334375889e-06 3.707207499701326e-06 -2.200574376813465e-06
leaf_weight=22 23 20 25 20 39 22 21 36 33 24 21 20 23 28 24 42 20 66 21 25 21 29 34 2045 21 307 21 26 20 22
leaf_count=22 23 20 25 20 39 22 21 36 33 24 21 20 23 28 24 42 20 66 21 25 21 29 34 2045 21 307 21 26 20 22
internal_value=0 7.56997e-09 7.28044e-07 1.58634e-06 -7.87046e-09 1.8725e-09 -1.28278e-08 -8.1447e-07 2.97217e-09 -1.09765e-08 3.51651e-09 -7.49642e-09 9.65235e-07 4.61104e-09 3.8228e-07 1.67173e-07 -1.63242e-07 -5.82964e-07 -2.14152e-08 -3.18642e-08 -7.16897e-07 -1.47861e-06 -1.25713e-08 -2.80151e-08 -1.43291e-08 -2.69524e-08 -3.73803e-07 2.6889e-08 1.10871e-06 2.60039e-08
internal_weight=0 3098 65 40 3033 2994 2949 57 2892 2859 2835 2813 45 2792 180 156 128 86 2612 2592 71 50 2521 2496 2462 2441 328 2113 68 48
internal_count=3121 3098 65 40 3033 2994 2949 57 2892 2859 2835 2813 45 2792 180 156 128 86 2612 2592 71 50 2521 2496 2462 2441 328 2113 68 48
is_linear=0
shrinkage=0.1


Tree=7654
num_leaves=31
num_cat=0
split_feature=130 10 42 40 4 46 44 1429 156 1429 1429 1429 1429 156 0 156 156 156 16 1375 2 156 150 147 457 157 2 43 4 34
split_gain=2.17687e-09 4.88814e-09 6.64672e-09 4.43145e-09 3.20787e-09 2.14026e-09 3.28412e-09 3.3645e-09 5.20916e-09 4.65422e-09 2.31274e-09 3.2495e-09 4.26489e-09 3.60209e-09 1.08062e-08 7.23353e-09 5.50317e-09 7.36353e-09 3.9794e-08 5.86078e-09 2.03463e-08 7.29499e-09 4.22832e-09 8.1594e-09 4.23512e-09 3.67529e-09 8.546e-09 1.04028e-08 3.28663e-09 2.9836e-09
threshold=-0.23647499999999996 -0.38124499999999995 0.089390000000000011 -0.24134999999999998 0.63113500000000011 0.10987500000000001 0.083555000000000018 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 -0.084934999999999997 -0.069929999999999978 -0.026244999999999997 0.092190000000000008 0.041630000000000007 0.090170000000000014 0.089090000000000016 0.087515000000000009 -0.0087049999999999992 -0.15308499999999997 0.087675000000000017 0.086340000000000014 0.12706500000000001 0.097985000000000017 0.10259500000000001 -0.075754999999999989 0.095040000000000013 -0.05647499999999999 0.50996500000000011 -0.057544999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 -5 9 -9 -11 -12 -13 15 25 16 17 19 -19 20 -14 22 23 24 29 28 -27 -28 -15 -21
right_child=1 3 -4 4 -6 -7 -8 8 -10 10 11 12 13 14 -16 -17 -18 18 -20 21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-1.0399331307553438e-06 -2.1332925541628357e-07 -1.4554905776874097e-06 2.3339173583822451e-06 1.2276309431316889e-06 1.1537235347229095e-06 9.9903047070949394e-07 -1.1553950625966537e-06 1.4142819736662205e-06 -1.6220171944780758e-06 -9.7153336400879204e-07 1.029768825494178e-06 -1.3726687771138488e-06 3.4076176375276106e-06 1.5964209968331035e-06 2.1971745535007233e-06 -1.5530071909926202e-06 1.6359956907763264e-06 -3.9414478718614331e-06 1.7053433604511765e-06 5.8928049713669481e-07 -8.1460995716042816e-07 -1.7988834236387882e-06 1.3398659984021755e-06 -1.7196533329512575e-06 1.4111827394593829e-06 -1.439078051615034e-06 2.3411670326822787e-06 -4.4068039746972743e-07 -7.9460193092018017e-08 -3.559992054852095e-08
leaf_weight=20 20 21 21 22 24 21 25 23 20 25 30 23 21 25 29 31 20 26 24 79 25 23 23 28 21 38 20 41 22 2330
leaf_count=20 20 21 21 22 24 21 25 23 20 25 30 23 21 25 29 31 20 26 24 79 25 23 23 28 21 38 20 41 22 2330
internal_value=0 6.70729e-09 1.09136e-06 -7.82561e-09 2.178e-09 -6.98853e-09 -1.40448e-08 -4.43422e-09 -1.36319e-08 -2.64186e-09 -1.38641e-08 -5.54807e-09 -1.645e-08 -5.41209e-09 4.34005e-07 -3.44193e-08 -1.64513e-08 -2.91624e-08 -1.23099e-06 -5.59717e-09 1.11293e-06 -2.61452e-08 -9.71108e-09 -2.23393e-08 -2.78182e-09 8.37868e-08 -2.61914e-07 4.71401e-07 8.11966e-07 -1.51078e-08
internal_weight=0 3101 41 3060 3039 3015 2994 2969 2947 2927 2904 2879 2849 2826 175 2651 2620 2600 50 2550 46 2504 2481 2458 2430 146 99 61 47 2409
internal_count=3121 3101 41 3060 3039 3015 2994 2969 2947 2927 2904 2879 2849 2826 175 2651 2620 2600 50 2550 46 2504 2481 2458 2430 146 99 61 47 2409
is_linear=0
shrinkage=0.1


Tree=7655
num_leaves=31
num_cat=0
split_feature=1429 156 1425 1426 43 130 1 52 12 4 160 4 97 374 475 475 1371 151 475 3 12 15 42 52 50 51 16 457 43 43
split_gain=2.10206e-09 6.48696e-09 2.16099e-09 2.24424e-09 1.96525e-09 4.70001e-09 4.35666e-09 6.24474e-09 3.70616e-09 2.67716e-09 1.00085e-08 1.97609e-08 3.61969e-09 6.08298e-09 2.98011e-09 1.14665e-08 6.49371e-09 1.65224e-08 1.27107e-08 6.23994e-09 1.04361e-08 6.38536e-09 7.12631e-09 4.90054e-09 1.04922e-08 1.36333e-08 9.29394e-09 8.96345e-09 5.41555e-09 1.25738e-08
threshold=-0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 -0.50775499999999985 -0.22699999999999995 0.076935000000000017 0.048770000000000008 0.22926500000000002 -0.50690499999999983 -1.0000000180025095e-35 -0.52556499999999995 -0.085969999999999977 0.08987500000000001 -0.086304999999999979 -0.085754999999999984 0.083235000000000017 0.0014250000000000003 -0.085024999999999989 -0.085709999999999995 0.086095000000000019 -0.0092699999999999987 0.090240000000000015 -0.092399999999999982 0.041865000000000006 0.084745000000000015 -0.024819999999999998 -0.11701499999999999 -0.095589999999999994 -0.089694999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 9 10 -7 -12 -11 14 19 -16 18 -18 -17 20 -14 22 -21 24 26 -26 -20 -25 -28 -30
right_child=1 -3 -4 -5 5 8 -8 -9 -10 12 11 -13 13 -15 15 16 17 -19 23 21 -22 -23 -24 27 25 -27 28 -29 29 -31
leaf_value=-9.7403961945019542e-07 -7.048285908695107e-08 1.8020552323605445e-06 -9.4994499022504897e-07 1.0585043690980457e-06 -1.4097433831257909e-06 7.5914076522608276e-07 -5.482515125945413e-07 2.4284645349581527e-06 1.2597850479284282e-06 -1.3064749496260492e-06 4.4299308569861752e-07 -3.6185432270980055e-06 3.108149441004571e-06 1.4276543177634457e-06 -2.2992130898170551e-06 -2.420601138262348e-06 3.3207125909484604e-06 -5.7101201491605023e-07 -2.6172498735377305e-06 -1.945905855336605e-06 1.3885691071758127e-07 1.2355284065565881e-06 5.5289540882984601e-07 1.7408591030369926e-06 3.0456909667009316e-06 -2.6308409436145064e-07 3.1922969352393697e-07 2.8228018319173104e-08 -2.6230691373387218e-06 -3.7540628884074376e-07
leaf_weight=22 20 20 24 20 24 33 23 20 23 21 25 23 20 30 22 22 20 24 20 25 29 23 21 31 20 33 80 2151 28 224
leaf_count=22 20 20 24 20 24 33 23 20 23 21 25 23 20 30 22 22 20 24 20 25 29 23 21 31 20 33 80 2151 28 224
internal_value=0 6.91029e-09 -4.75028e-09 2.67514e-09 -4.28255e-09 -1.59984e-08 5.4841e-07 1.17899e-06 -4.65181e-09 -1.45944e-08 -5.81482e-07 -1.50316e-06 1.55114e-09 1.12814e-08 -3.93205e-09 -2.56271e-08 -6.77335e-09 1.19795e-06 -2.70907e-08 4.87883e-07 1.35081e-06 -1.24923e-07 -8.05149e-07 -6.73615e-09 -3.26201e-07 9.8551e-07 -5.23703e-07 5.25596e-08 -3.97586e-07 -6.25147e-07
internal_weight=0 3099 3079 3055 3035 2972 63 40 2948 2925 81 48 2844 2823 2793 2675 2653 44 2609 118 49 69 46 2587 405 53 352 2182 332 252
internal_count=3121 3099 3079 3055 3035 2972 63 40 2948 2925 81 48 2844 2823 2793 2675 2653 44 2609 118 49 69 46 2587 405 53 352 2182 332 252
is_linear=0
shrinkage=0.1


Tree=7656
num_leaves=31
num_cat=0
split_feature=472 1429 1425 52 2 3 1429 1429 151 157 123 52 472 15 16 1429 4 120 130 33 45 47 0 15 47 47 12 49 151 13
split_gain=2.06062e-09 4.18559e-09 1.92798e-09 3.05625e-09 7.91672e-09 8.4804e-09 2.53666e-09 2.34271e-08 9.73916e-09 8.53865e-09 4.13798e-09 4.06088e-09 1.49127e-08 8.66963e-09 5.97615e-09 8.62303e-09 6.72317e-09 3.8689e-09 4.16917e-09 3.22237e-09 2.98895e-09 4.17363e-09 1.92646e-08 6.84041e-08 2.77683e-08 8.02473e-09 4.30163e-09 4.73347e-09 3.91556e-09 1.20048e-08
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.55692499999999978 0.10527500000000002 -0.086274999999999977 0.083715000000000026 0.083985000000000018 -0.54526999999999981 -0.086079999999999976 0.11679000000000002 -0.023194999999999997 -0.065034999999999996 -0.0092699999999999987 0.052820000000000013 0.09011000000000001 -0.012509999999999999 1.0000000180025095e-35 -0.22461999999999996 -0.044254999999999996 0.094030000000000016 0.092165000000000011 -0.10224499999999999 -0.11345499999999999 0.09550500000000002 0.088915000000000008 0.086095000000000019 -0.0062499999999999995 -0.10737499999999998 -0.0095349999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 -5 -9 17 14 -13 -14 16 -16 -11 18 -10 -20 21 25 23 -23 -24 28 27 -26 29 -21
right_child=1 2 -4 6 -6 -7 7 9 10 11 -12 12 13 -15 15 -17 -18 -19 19 20 -22 22 24 -25 26 -27 -28 -29 -30 -31
leaf_value=-9.2302946116025941e-07 1.3511455019555718e-06 -1.4745969220474433e-06 -9.1502974417222597e-07 2.2149127619286448e-06 2.3384401015391632e-06 1.1930649544812977e-06 -3.5133048776342114e-06 1.5811852669120808e-06 1.369033586487686e-06 2.0180447060843456e-06 1.0804166738255716e-06 1.109031108370573e-06 -3.3266046562343749e-06 -4.7981306806832434e-07 -1.6822093626575117e-06 5.6998266851969544e-07 -1.6245922447597556e-07 -1.2049885711988923e-06 1.2511877650922543e-06 -2.2392901128527726e-07 -9.6866384603455309e-07 2.8034619075929478e-07 3.6413924885891905e-06 -6.5845955608286502e-06 2.3168343959282952e-07 1.5357993688017554e-06 6.0395436072385992e-08 -1.5865797306061013e-06 -1.3071155508807194e-08 2.5564253580985981e-06
leaf_weight=24 23 22 23 20 20 26 21 29 22 26 35 24 23 20 34 34 31 27 20 44 33 47 20 21 22 35 126 41 2204 24
leaf_count=24 23 22 23 20 20 26 21 29 22 26 35 24 23 20 34 34 31 27 20 44 33 47 20 21 22 35 126 41 2204 24
internal_value=0 7.15651e-09 -2.89936e-09 3.97675e-09 6.66873e-07 -2.96134e-08 -1.11345e-08 -3.21484e-07 1.62659e-08 -1.81893e-08 1.05354e-10 -2.59761e-07 -8.87932e-07 -2.00252e-06 7.69378e-08 -5.56113e-07 8.32157e-07 -1.39717e-08 -1.87786e-09 -1.33151e-08 -2.29789e-08 -1.09016e-08 -3.77673e-07 -1.83971e-06 9.80141e-08 3.31363e-08 -2.76947e-07 -9.51631e-07 9.9879e-09 7.57373e-07
internal_weight=0 3097 3074 3051 68 48 2983 242 2741 221 2721 192 67 43 125 68 57 2686 2659 2637 2617 2584 277 68 209 2307 189 63 2272 68
internal_count=3121 3097 3074 3051 68 48 2983 242 2741 221 2721 192 67 43 125 68 57 2686 2659 2637 2617 2584 277 68 209 2307 189 63 2272 68
is_linear=0
shrinkage=0.1


Tree=7657
num_leaves=31
num_cat=0
split_feature=1429 156 1429 1209 43 1209 42 1203 42 1200 1203 1186 394 390 16 1213 1446 160 1 403 1213 15 481 133 1447 481 3 12 402 43
split_gain=2.22187e-09 5.78799e-09 2.0402e-09 1.93164e-09 1.4865e-08 2.22353e-09 8.67092e-09 2.01566e-09 5.29927e-09 2.92266e-09 2.28026e-09 3.28925e-09 2.60747e-09 3.44169e-09 7.15149e-09 2.78435e-09 2.0464e-08 1.57848e-08 7.96025e-09 6.03577e-09 1.13601e-08 1.3849e-08 4.42594e-09 3.31325e-08 3.69555e-08 2.74517e-08 6.22236e-09 4.04818e-09 3.61096e-09 1.31328e-08
threshold=-0.23752499999999996 0.32523500000000005 -0.13895999999999997 -0.087199999999999986 -0.0047449999999999992 -0.065739999999999979 0.092145000000000019 0.090185000000000001 -0.031659999999999994 0.089190000000000005 0.088310000000000013 -0.107555 -0.14580499999999996 0.087590000000000015 -0.086699999999999985 0.04198000000000001 0.08376500000000002 -0.014214999999999998 0.08801500000000001 -0.036149999999999995 0.14530000000000001 0.084840000000000013 -0.086729999999999988 0.087495000000000003 0.050705000000000007 -0.08347499999999998 -0.085784999999999986 0.086305000000000007 -0.45015499999999992 0.055925000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 10 9 -9 11 -7 -13 15 -15 22 17 -17 19 20 21 27 23 24 26 -24 -14 -19 29 -27
right_child=1 -3 3 5 -6 7 -8 8 -10 -11 -12 12 13 14 -16 16 -18 18 -20 -21 -22 -23 25 -25 -26 28 -28 -29 -30 -31
leaf_value=-1.0014130173823849e-06 -9.6346011766647943e-07 1.7027818651627057e-06 -7.7527012830490674e-07 5.3606330038746824e-07 2.5364600931069343e-06 1.1403875128053186e-06 -2.2574697197796925e-06 -9.9191652452645956e-07 1.7767594044926227e-06 6.0301259105067917e-07 -9.4236850167397697e-07 -8.1336525923347838e-07 -4.1466384914201627e-07 2.2030726437974194e-06 -4.0670622313752711e-07 -2.4355204212279998e-06 3.3817545395109505e-06 1.0215364266949347e-06 -1.2691793377446933e-06 2.1439735197266902e-06 -1.2363829917679444e-06 3.3019062590256003e-06 -2.6990592836102389e-06 4.1391126257752023e-06 -3.9194837595026738e-06 -2.3842882298525253e-06 1.7852484022442798e-06 -9.2375839244596136e-07 -7.8577270946452287e-09 1.0241585823678179e-06
leaf_weight=22 22 20 33 25 23 25 20 20 23 27 26 40 20 21 21 23 20 23 24 24 30 20 39 21 21 26 36 20 2386 20
leaf_count=22 22 20 33 25 23 25 20 20 23 27 26 40 20 21 21 23 20 23 24 24 30 20 39 21 21 26 36 20 2386 20
internal_value=0 7.10543e-09 -3.90903e-09 2.99647e-09 5.84905e-07 -7.8622e-09 -7.05507e-07 2.75824e-09 5.32978e-07 -7.56806e-08 -1.01023e-08 -1.62711e-09 -1.16978e-08 -2.24908e-10 8.98183e-07 -1.39311e-08 3.61848e-07 -6.43356e-09 3.898e-07 7.30104e-07 3.65234e-07 1.12791e-06 -4.08456e-08 6.18244e-07 -3.41993e-07 -6.69851e-08 9.99565e-07 1.16748e-07 -2.47767e-08 -9.02355e-07
internal_weight=0 3099 3079 3057 56 3001 45 2956 70 47 2886 2860 2835 2795 42 2753 184 164 141 117 93 63 2569 98 77 2471 56 43 2432 46
internal_count=3121 3099 3079 3057 56 3001 45 2956 70 47 2886 2860 2835 2795 42 2753 184 164 141 117 93 63 2569 98 77 2471 56 43 2432 46
is_linear=0
shrinkage=0.1


Tree=7658
num_leaves=31
num_cat=0
split_feature=1420 155 475 0 475 133 16 1372 474 474 0 0 51 16 4 1 4 457 1 1 4 1 16 13 3 3 15 3 3 2
split_gain=2.31378e-09 4.66973e-09 2.73413e-09 4.99351e-09 3.15132e-09 1.52966e-08 1.63528e-08 7.42674e-09 2.56463e-09 6.35715e-09 1.95129e-09 9.16909e-09 8.51322e-09 1.57908e-08 3.23021e-08 9.62119e-09 8.57931e-09 1.28214e-08 1.26097e-08 2.20034e-08 1.0087e-08 4.95109e-09 3.22928e-09 2.92467e-09 2.73381e-09 1.02636e-08 1.90249e-08 1.8954e-08 1.52088e-08 1.3473e-08
threshold=0.056520000000000008 0.14547000000000002 -0.10664 -0.065229999999999996 -0.085719999999999977 0.08622500000000001 -0.008904999999999998 -0.081219999999999987 -0.090834999999999985 -0.036614999999999988 -0.14794999999999997 -0.14649999999999996 -0.10316499999999999 -0.073849999999999985 -0.0070899999999999991 0.078340000000000007 -0.00027999999999999998 0.10613500000000002 0.089875000000000024 0.10205500000000002 0.40945500000000007 0.10984500000000001 -0.50690499999999983 -0.53104499999999988 -0.082234999999999989 -0.083344999999999989 -0.084564999999999987 -0.083654999999999993 -0.082594999999999988 0.084885000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 -6 -9 -10 12 -12 -11 15 -15 -14 -17 18 -18 -20 -21 -22 -23 -13 25 27 -27 -25 -28 -30
right_child=-2 -3 4 -5 7 -7 -8 8 9 10 11 23 13 14 -16 16 17 -19 19 20 21 22 -24 24 -26 26 28 -29 29 -31
leaf_value=1.9506799149304756e-07 -9.9929199910033994e-07 1.3968923956516241e-06 3.8118096765196069e-06 -1.6166645858400694e-06 -1.7249293118766218e-06 -1.0021336333023245e-06 3.5058787645061204e-07 -9.4631996034877379e-07 1.7488925875243566e-06 -1.5976493797176735e-06 -2.0129744074359264e-06 1.1679404527361234e-06 2.0830194296195257e-06 1.757479555390791e-07 5.1187849112466213e-06 -1.8736039481626467e-06 1.9662029098115107e-06 2.3567765121394288e-06 -3.6291450886069688e-06 1.9413421398439824e-06 -1.8885317287987119e-06 5.7294122015605362e-07 -9.4391820493910929e-07 5.1082056445570278e-08 -1.1103269576899726e-07 3.2127235540104137e-06 1.1935378519413611e-06 -2.6860447491117158e-06 5.7568692955101152e-07 -2.7413883486815394e-06
leaf_weight=32 23 24 21 29 25 38 39 28 21 23 23 21 20 39 20 27 21 21 21 20 21 32 25 939 1386 28 79 26 25 24
leaf_count=32 23 24 21 29 25 38 39 28 21 23 23 21 20 39 20 27 21 21 21 20 21 32 25 939 1386 28 79 26 25 24
internal_value=0 7.4153e-09 -3.43292e-09 -6.66247e-07 9.98616e-09 5.67754e-07 1.56202e-06 -8.76554e-09 6.08016e-09 1.53978e-08 2.58426e-09 -2.53585e-08 2.48384e-07 4.07406e-07 1.85135e-06 -2.17575e-09 -2.24005e-07 5.26358e-08 -2.92985e-07 -6.91666e-07 -6.22057e-08 -5.75936e-07 -9.2348e-08 -7.27495e-09 -1.71192e-08 9.89951e-08 8.51568e-07 -2.26644e-08 3.35065e-07 -1.049e-06
internal_weight=0 3098 3074 61 3013 98 60 2915 2890 2862 2841 2551 290 267 59 208 188 161 140 119 98 78 57 2528 2507 1121 156 965 128 49
internal_count=3121 3098 3074 61 3013 98 60 2915 2890 2862 2841 2551 290 267 59 208 188 161 140 119 98 78 57 2528 2507 1121 156 965 128 49
is_linear=0
shrinkage=0.1


Tree=7659
num_leaves=31
num_cat=0
split_feature=156 472 1210 16 1212 16 1210 3 2 403 42 133 1212 1208 1203 12 403 401 1212 42 402 1213 4 1210 403 393 1212 12 1213 3
split_gain=2.25494e-09 2.87154e-09 1.90557e-09 1.40455e-08 4.74483e-08 2.38086e-08 1.83555e-08 8.09459e-09 1.5782e-08 2.07584e-08 1.17173e-08 9.11173e-09 7.11101e-09 4.61663e-09 2.15704e-09 4.87118e-09 2.87409e-09 4.49124e-09 3.23503e-09 6.56909e-09 4.62364e-09 8.89056e-09 3.95231e-09 3.27879e-09 2.84972e-09 2.88632e-09 2.14323e-09 5.03579e-09 7.49496e-09 5.64109e-09
threshold=0.3248100000000001 -0.097514999999999977 -0.00046999999999999993 -0.092484999999999984 -0.089544999999999986 -0.087484999999999993 -0.018549999999999994 -0.075634999999999994 0.090935000000000016 -0.54448499999999989 0.089905000000000013 0.057185000000000007 0.087505000000000013 0.11531000000000001 0.090185000000000001 0.090695000000000012 0.62200000000000011 0.13148500000000005 -0.070754999999999985 0.092145000000000019 -0.45454999999999995 0.0036000000000000003 -0.081224999999999978 0.087415000000000007 -0.52445499999999989 0.11333500000000001 0.088355000000000003 0.095175000000000023 0.12955000000000003 -0.082284999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 8 9 -7 11 12 -11 14 16 -16 17 18 19 22 21 -20 -4 24 -22 26 -26 28 29 -28
right_child=-2 2 13 4 5 6 -8 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19 20 -21 23 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=1.2016906168810239e-06 -9.8649548600287349e-07 -1.7453026347788359e-06 -1.1215611897147875e-06 5.0553203451608212e-06 -2.58988273830694e-06 -2.8521490072480881e-06 3.3528448307151847e-06 -1.4744682451132228e-06 2.9737767290173777e-06 1.6770966860877387e-06 2.5869855347616031e-06 -1.7600203721355813e-06 -6.7367999721764964e-07 -1.5017836632512714e-06 -2.6948134706705379e-07 1.6352986172023521e-06 -1.093167654289573e-06 1.2919641304821339e-06 1.984800770316042e-06 -2.1279245257491396e-06 9.1923367548929493e-07 -5.3204751247903909e-07 6.0880797201951449e-07 -1.1693200526678993e-06 -4.1452547229981693e-08 -1.1708314445968427e-06 -1.7377401387751559e-08 1.7978712245773448e-06 -1.5846764792318676e-06 1.8200409992156591e-06
leaf_weight=20 23 31 22 21 29 21 20 26 21 31 23 21 22 21 29 25 25 26 32 22 32 25 33 25 2352 22 55 21 21 24
leaf_count=20 23 31 22 21 29 21 20 26 21 31 23 21 22 21 29 25 25 26 32 22 32 25 33 25 2352 22 55 21 21 24
internal_value=0 7.32898e-09 -4.31651e-10 2.55394e-07 5.19316e-07 7.41943e-08 4.91806e-07 1.45014e-07 4.47939e-07 -1.57502e-09 6.1556e-07 2.81905e-09 7.01303e-07 -2.46314e-08 -1.35171e-08 6.12361e-07 -2.58654e-08 -1.60267e-08 -2.86878e-08 -6.67507e-07 -9.83421e-09 8.8092e-07 -8.33397e-08 -2.97296e-08 -1.84554e-08 -3.04819e-08 -2.03373e-08 3.90102e-07 9.44702e-08 5.40826e-07
internal_weight=0 3098 3078 266 235 214 185 165 139 118 97 74 53 2812 2791 54 2737 2712 2686 77 2609 57 55 2552 2527 2495 2473 121 100 79
internal_count=3121 3098 3078 266 235 214 185 165 139 118 97 74 53 2812 2791 54 2737 2712 2686 77 2609 57 55 2552 2527 2495 2473 121 100 79
is_linear=0
shrinkage=0.1


Tree=7660
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1208 1209 1208 1208 4 1210 132 0 1211 4 1213 1209 1456 52 52 12 1447 402 51 484 2 401 1210 42 1 2 0
split_gain=1.93047e-09 3.93138e-09 2.06082e-09 1.86464e-09 2.6036e-09 4.26026e-09 3.61796e-09 2.1146e-09 1.85465e-08 1.8409e-08 9.04684e-08 6.02597e-08 1.78107e-08 1.21727e-08 7.95591e-09 7.84174e-09 9.33839e-09 2.70599e-08 1.01045e-08 1.00774e-08 2.04028e-08 8.45517e-09 1.3623e-08 1.12041e-08 9.27891e-09 8.80853e-09 1.18092e-08 8.2994e-09 8.80146e-09 1.30825e-08
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 0.11846000000000001 0.11743500000000001 0.10233500000000001 0.089655000000000012 -0.081714999999999996 -0.094799999999999982 -0.083284999999999984 -0.082284999999999983 0.091735000000000011 -0.081224999999999978 1.0000000180025095e-35 -0.083969999999999989 -0.15308499999999997 0.10473500000000001 0.092965000000000006 0.080890000000000017 -0.086279999999999982 0.10708500000000001 -0.14283999999999999 0.085655000000000023 0.097220000000000015 0.090205000000000021 -0.079504999999999978 0.099210000000000007 0.10538500000000002 0.089320000000000024 0.048635000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 -4 10 13 15 -9 -10 -14 -11 17 19 -18 -17 21 23 24 -21 25 -23 27 28 -27 -30
right_child=1 2 3 -5 -6 -7 -8 12 9 11 -12 -13 14 -15 -16 16 18 -19 -20 20 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-8.9341357731124544e-07 1.3094533691717358e-06 -9.070550577234827e-07 2.8841442267927658e-06 8.4782620844564992e-07 -1.0865682409902631e-06 1.3052440989440583e-06 -1.3460970751566494e-06 -2.3166194008648317e-06 -2.0904584600969059e-06 -1.8886410543927923e-06 7.1220173930712571e-06 -5.3880582213207079e-06 1.6351913422081924e-06 8.1385850216241632e-07 -3.2258247294176878e-08 -1.915659595397301e-06 -6.8544052062920425e-08 -3.5330257094842854e-06 2.4106779813694501e-06 -1.9849576283882521e-07 2.847040875053608e-06 -1.6015696841210368e-06 -2.4010023681834509e-06 2.6823589749895932e-06 -2.0412686990312067e-06 -2.4713099778549665e-08 2.6654305122519877e-06 -1.2694145681280133e-06 2.477734076170769e-06 -1.8921180058409955e-08
leaf_weight=24 23 25 24 26 22 25 20 34 27 20 21 21 29 31 2152 23 31 21 35 27 28 26 24 27 20 195 20 36 41 43
leaf_count=24 23 25 24 26 22 25 20 34 27 20 21 21 29 31 2152 23 31 21 35 27 28 26 24 27 20 195 20 36 41 43
internal_value=0 6.91716e-09 -2.82856e-09 4.58556e-09 -2.66692e-09 5.27904e-09 -5.64137e-09 3.42802e-09 1.49659e-07 5.81284e-08 1.4981e-06 -1.20175e-07 -4.54918e-08 -5.38151e-07 -1.00867e-08 5.9121e-08 1.24373e-07 -1.50629e-08 1.24619e-06 1.29794e-07 2.26397e-07 6.6532e-08 -9.0188e-08 1.24193e-06 5.53751e-08 1.71533e-07 3.09147e-07 1.59541e-07 3.43923e-07 1.19968e-06
internal_weight=0 3097 3074 3049 3023 3001 2976 2956 741 717 79 638 2215 58 2181 617 597 531 66 510 487 459 405 54 381 361 335 315 279 84
internal_count=3121 3097 3074 3049 3023 3001 2976 2956 741 717 79 638 2215 58 2181 617 597 531 66 510 487 459 405 54 381 361 335 315 279 84
is_linear=0
shrinkage=0.1


Tree=7661
num_leaves=31
num_cat=0
split_feature=1429 156 132 1185 1203 1429 52 131 42 42 0 3 16 131 131 480 481 484 482 131 129 4 480 131 1210 1428 471 16 2 42
split_gain=2.29367e-09 6.00041e-09 2.04393e-09 1.26109e-08 4.3242e-09 2.13182e-09 2.12609e-09 2.88689e-09 2.4831e-09 3.91538e-09 3.84696e-09 4.06647e-09 3.16791e-09 1.81527e-09 2.29263e-08 1.01233e-08 3.22974e-08 7.10185e-09 9.4509e-09 9.58087e-09 6.83117e-09 8.91821e-09 6.25736e-09 6.00584e-09 5.5774e-09 3.34606e-09 4.86224e-09 3.17733e-09 3.99225e-09 4.18171e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.13895999999999997 0.10347000000000002 -0.076979999999999979 -0.021469999999999996 -0.054814999999999996 -0.085939999999999989 -0.084964999999999985 -0.081299999999999983 0.091360000000000011 0.090445000000000011 0.11191000000000002 -0.0050099999999999988 -0.017214999999999998 0.10243500000000001 0.092620000000000022 0.080675000000000011 -0.086849999999999997 0.10344000000000002 0.089915000000000009 -0.052634999999999994 -0.020064999999999996 0.093375000000000014 -0.40995499999999996 0.13247500000000004 -0.085499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -5 7 -2 9 12 11 -10 -9 14 15 22 -17 -15 19 -19 21 -21 23 25 -23 -7 -27 -26 29 -29
right_child=1 -3 3 5 -6 13 -8 8 10 -11 -12 -13 -14 17 -16 16 -18 18 -20 20 -22 24 -24 -25 27 26 -28 28 -30 -31
leaf_value=-1.0174571524533928e-06 9.4818793214741426e-07 1.7337391341243348e-06 2.4601511865642225e-06 -1.0032655890903526e-06 -1.4830279227411397e-06 -1.0862396093529996e-06 -9.5484679023785369e-07 -8.866094475479259e-07 5.9291937092736516e-07 -1.7994917698160862e-06 1.2526371146274566e-06 -1.1933101486647502e-06 8.1747878994065109e-07 1.5742635694745593e-06 -3.3116732451855483e-06 4.454142480199152e-06 -1.0982708907001574e-06 2.1744737612449252e-06 -2.031078681739018e-06 1.8078323342530397e-06 -1.3741109622363487e-06 -1.4124086490028278e-06 -1.5940755776568949e-06 1.6799318467790381e-06 -7.317030534273551e-07 -2.3200142327841503e-08 1.1643550799687677e-06 1.2885809363402027e-06 1.658514270545874e-06 -1.4268841081694088e-07
leaf_weight=22 27 20 21 21 27 29 27 24 26 20 24 25 20 35 21 20 22 23 20 31 30 25 25 21 31 2307 35 26 21 95
leaf_count=22 27 20 21 21 27 29 27 24 26 20 24 25 20 35 21 20 22 23 20 31 30 25 25 21 31 2307 35 26 21 95
internal_value=0 7.22817e-09 -3.98658e-09 1.86147e-08 -2.977e-07 5.48316e-10 -1.31877e-07 1.97969e-09 -1.81816e-07 -6.39358e-07 2.08619e-07 -2.82683e-07 -1.12024e-07 8.03149e-09 -2.156e-08 6.53775e-09 1.54574e-06 2.25797e-07 6.95175e-08 2.18496e-07 4.47991e-08 2.30683e-07 -2.02088e-08 -3.75948e-09 -1.6245e-08 -1.8672e-08 -5.45273e-09 1.85513e-07 3.8575e-07 1.64857e-07
internal_weight=0 3099 3079 2859 220 2838 193 166 139 64 75 51 44 2817 2480 2459 42 337 302 282 259 229 2417 2392 198 2371 2342 173 142 121
internal_count=3121 3099 3079 2859 220 2838 193 166 139 64 75 51 44 2817 2480 2459 42 337 302 282 259 229 2417 2392 198 2371 2342 173 142 121
is_linear=0
shrinkage=0.1


Tree=7662
num_leaves=31
num_cat=0
split_feature=400 2 12 130 15 400 393 1420 157 131 131 12 1203 402 43 133 132 133 1208 132 402 1209 1209 130 2 15 1210 133 11 9
split_gain=2.22152e-09 8.32679e-09 1.07326e-08 6.46493e-09 1.91047e-08 4.80128e-09 2.38291e-09 2.09512e-09 4.66185e-09 2.00873e-09 3.50015e-09 3.51131e-09 2.48625e-09 2.29767e-09 1.07936e-08 6.07995e-09 3.64723e-09 4.68875e-09 4.48446e-09 4.34481e-09 4.08057e-09 1.01911e-08 4.19913e-09 3.42238e-09 5.30056e-09 3.41753e-09 3.29437e-09 1.30025e-08 3.05093e-09 4.84551e-09
threshold=-0.082714999999999983 0.080205000000000012 0.087505000000000013 0.08610000000000001 0.084905000000000022 -0.081749999999999975 0.10585500000000002 0.056520000000000008 0.63397500000000007 0.13567500000000002 0.11767000000000001 0.094580000000000011 -0.090334999999999985 -0.45015499999999992 0.055925000000000009 0.50628500000000021 0.11297500000000001 0.41171500000000005 0.10837500000000001 0.10859000000000001 -0.10770499999999998 -0.097919999999999993 -0.087199999999999986 -0.23123999999999997 0.31358000000000003 0.19724500000000003 -0.13847499999999999 0.26430000000000003 -0.011194999999999998 0.092235000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2 7 8 9 10 12 -12 -7 14 -14 16 17 18 19 20 -15 -22 -23 -24 25 26 -25 28 -28 -30
right_child=5 2 3 -5 -6 6 -8 -9 -10 -11 11 -13 13 15 -16 -17 -18 -19 -20 -21 21 22 23 24 -26 -27 27 -29 29 -31
leaf_value=1.9678872893299132e-06 -1.5242631491895781e-06 -1.3959512551132828e-06 3.4414626727736859e-06 -6.4912304780632859e-07 -7.3033386397149855e-07 1.0094673085533309e-06 8.2549857706105879e-07 -9.6718331381294872e-07 1.5124864057725064e-06 -9.3057660137674254e-07 1.7659168923439045e-06 1.688922376767247e-08 -2.1654887952684895e-06 1.2384303877297499e-06 5.97330919053122e-07 1.4717698474197716e-06 -1.0811700760906675e-06 -1.2665925563245159e-06 1.4823756538362433e-06 1.3186365137585199e-06 -2.2939059886084579e-06 1.1687108959559457e-06 1.2298342077039189e-06 9.736642735538958e-07 -1.5009271728558815e-06 1.005871783285505e-06 1.1050734656237182e-06 -2.4301364241498802e-06 -3.3098982996163267e-08 -1.1167969456559763e-06
leaf_weight=27 21 36 23 22 21 23 34 23 20 24 22 24 26 25 31 27 33 30 20 24 20 29 21 31 25 31 23 23 2340 42
leaf_count=27 21 36 23 22 21 23 34 23 20 24 22 24 26 25 31 27 33 30 20 24 20 29 21 31 25 31 23 23 2340 42
internal_value=0 4.06315e-07 -7.04237e-09 7.50544e-07 1.45038e-06 -1.75191e-08 -6.86897e-09 -1.65048e-08 -9.00118e-09 -1.9516e-08 -1.18973e-08 8.53381e-07 -2.59918e-08 -3.44943e-08 -6.62903e-07 -2.14406e-08 -3.62793e-08 -2.34323e-08 -9.38001e-09 -2.07069e-08 -3.30227e-08 -4.53192e-08 -2.77863e-08 -4.14687e-08 -5.20839e-08 -3.75373e-08 -5.06913e-08 -6.377e-08 -4.11395e-08 -5.2207e-08
internal_weight=0 129 102 66 44 2992 2971 2937 2914 2894 2870 46 2824 2801 57 2744 2717 2684 2654 2634 2610 2585 2565 2536 2515 2490 2459 2428 2405 2382
internal_count=3121 129 102 66 44 2992 2971 2937 2914 2894 2870 46 2824 2801 57 2744 2717 2684 2654 2634 2610 2585 2565 2536 2515 2490 2459 2428 2405 2382
is_linear=0
shrinkage=0.1


Tree=7663
num_leaves=31
num_cat=0
split_feature=130 12 472 1429 400 399 1 13 403 16 400 394 12 0 13 52 12 1428 0 133 15 15 42 3 4 52 131 4 132 15
split_gain=2.09523e-09 5.0797e-09 1.93235e-09 3.64217e-09 1.97017e-09 7.17844e-09 5.06399e-09 8.31087e-09 9.75687e-09 8.02388e-09 4.27036e-09 2.68741e-09 2.20934e-09 1.53539e-08 4.57985e-09 8.64376e-09 1.16155e-08 3.92292e-09 3.17423e-09 3.38641e-09 3.075e-09 5.71973e-09 5.70629e-09 6.41038e-09 4.30962e-09 3.7767e-09 2.97651e-09 3.83081e-09 3.31477e-09 3.3391e-09
threshold=-0.23647499999999996 0.23631000000000002 -0.38234499999999999 -0.23587499999999997 -0.08262499999999999 0.090145000000000017 0.078340000000000007 -0.010094999999999998 -0.090774999999999981 -0.082404999999999992 -0.081639999999999976 0.10448000000000002 0.099815000000000015 0.10455500000000001 -0.051094999999999995 0.10263500000000002 0.11472500000000001 0.094820000000000015 -0.063634999999999983 0.085265000000000021 -0.083359999999999976 -0.07490999999999999 -0.074124999999999983 -0.13309499999999996 0.0037800000000000004 -1.0000000180025095e-35 0.11767000000000001 -0.067104999999999984 0.11603000000000001 0.12044500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -9 -10 -6 12 17 14 15 16 18 26 19 -14 22 -22 -16 -24 -23 -26 28 -28 29 -12
right_child=1 -3 3 4 10 -7 -8 8 9 -11 11 -13 13 -15 20 -17 -18 -19 -20 -21 21 24 23 -25 25 -27 27 -29 -30 -31
leaf_value=-1.0202417527693798e-06 -8.9803047131908897e-07 1.5207084268033874e-06 1.2564333315901383e-06 2.0311644707659149e-06 -1.4446925920960245e-06 2.1165313646065445e-06 -1.3001332668884722e-06 1.4862265254083942e-06 2.0835280575619951e-07 -2.5303657173481047e-06 -2.2996363795245164e-08 1.1416581537559978e-06 1.6720440877785831e-06 -2.8723660675279375e-06 1.6554942163793385e-06 -1.0828133413113016e-06 2.8996746519541458e-06 1.3429361264239892e-06 -6.9946020744282586e-07 -6.6800924495661704e-08 -2.1042496503772177e-06 -2.3183204817328958e-09 9.1464310907727142e-07 -1.320887590227044e-06 -1.7878196262166097e-07 -1.9225770984121482e-06 -9.4093494832729141e-08 1.7119343204325084e-06 -1.2647103216880038e-06 6.93127934876492e-07
leaf_weight=20 24 22 23 23 21 20 22 23 23 20 2309 20 21 21 20 29 22 22 23 24 21 111 23 29 23 27 24 23 21 67
leaf_count=20 24 22 23 23 21 20 22 23 23 20 2309 20 21 21 20 29 22 22 23 24 21 111 23 29 23 27 24 23 21 67
internal_value=0 6.5841e-09 -4.23458e-09 2.78705e-09 -6.7228e-09 3.72614e-07 5.83951e-08 3.94211e-07 -1.76242e-07 -1.06547e-06 -2.38525e-08 -1.34922e-08 -2.15702e-08 -2.41456e-07 -9.33347e-08 4.186e-07 9.02388e-07 1.35616e-08 2.56208e-07 7.4466e-07 -3.33178e-07 -5.52023e-07 2.20013e-07 -3.32095e-07 -3.49558e-07 -1.12043e-06 1.59505e-09 7.89707e-07 -1.38581e-08 -2.80262e-09
internal_weight=0 3101 3079 3055 3032 131 111 89 66 43 2901 2880 2860 394 373 119 90 2466 68 45 254 182 72 52 161 50 2444 47 2397 2376
internal_count=3121 3101 3079 3055 3032 131 111 89 66 43 2901 2880 2860 394 373 119 90 2466 68 45 254 182 72 52 161 50 2444 47 2397 2376
is_linear=0
shrinkage=0.1


Tree=7664
num_leaves=31
num_cat=0
split_feature=1429 156 132 1203 1185 50 12 133 4 403 1203 3 12 4 0 52 4 3 97 9 12 142 133 147 45 147 483 158 153 12
split_gain=2.41509e-09 5.63304e-09 1.89715e-09 5.81527e-08 2.93752e-08 8.00182e-09 2.40262e-09 3.04587e-09 6.26935e-09 3.2517e-09 2.32442e-09 2.71766e-09 1.90497e-09 4.88222e-09 1.96702e-09 1.0144e-08 3.17084e-09 1.24816e-08 3.14413e-09 8.36683e-09 3.03391e-09 7.52732e-09 6.72082e-09 4.32327e-09 4.32749e-09 3.91136e-09 3.80839e-09 4.59137e-09 3.30174e-09 4.54146e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.097510000000000013 0.11527000000000001 -0.37971999999999995 -0.00059999999999999995 -0.020569999999999995 0.084795000000000023 -0.084964999999999985 0.23631000000000002 0.63113500000000011 0.13134000000000004 0.095415000000000014 -0.50940999999999981 -0.020429999999999997 -0.085734999999999992 -0.087589999999999987 0.12757000000000002 -0.057499999999999989 0.017095000000000003 0.099230000000000013 0.084355000000000013 0.093875000000000014 -0.47181499999999993 0.13374000000000003 1.0000000180025095e-35 0.11650500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 8 -2 10 11 -9 13 14 16 -16 17 -6 -18 -20 21 -21 -22 24 25 26 -23 28 29 -28
right_child=1 -3 4 -5 12 -7 -8 9 -10 -11 -12 -13 -14 -15 15 -17 18 -19 19 20 22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.0440454140982845e-06 2.9560896064952305e-07 1.680237543268959e-06 -3.6650834276356779e-06 5.2828055957087647e-06 -2.5079112816683847e-06 -2.1496560117384435e-06 9.9305442105901428e-07 -4.0319079549330387e-08 -2.1782699957384468e-06 1.1281392320465026e-06 4.5891428596535535e-07 -1.4792757681226205e-06 -9.0325926813104314e-07 1.4307155367987435e-06 -2.4575781625752016e-07 2.3086199193626683e-06 -1.2482018675541441e-06 4.0504495742473076e-07 1.9523648986466665e-06 1.940408676404104e-06 -2.1186314115982984e-06 1.2342635222921673e-06 3.8243096944577045e-07 1.16653879885117e-06 -1.1258334286269799e-06 -1.2765146356249111e-06 3.1458687630618155e-09 -1.5152157902775799e-06 -1.1370589854777792e-06 1.2842264197843179e-06
leaf_weight=22 21 20 22 21 24 20 20 35 20 24 35 21 23 24 53 22 20 38 22 20 21 25 22 31 35 24 2363 20 25 28
leaf_count=22 21 20 22 21 24 20 20 35 20 24 35 21 23 24 53 22 20 38 22 20 21 25 22 31 35 24 2363 20 25 28
internal_value=0 7.41223e-09 -3.4538e-09 2.81616e-07 -2.50681e-08 -2.54226e-07 -3.8836e-08 -1.7113e-07 -9.11161e-07 9.27077e-08 -1.80373e-07 -5.79928e-07 3.12919e-09 1.05296e-08 -1.67393e-09 5.03526e-07 -1.56143e-08 -7.22551e-07 8.87949e-10 1.03651e-08 -5.97919e-09 7.9534e-09 -8.39018e-07 -7.19717e-09 -2.1636e-08 -6.08391e-09 6.3055e-09 -6.2967e-09 6.19435e-09 1.81481e-08
internal_weight=0 3099 3079 217 2862 196 176 156 41 115 91 56 2840 2817 2793 75 2718 62 2656 2636 2614 2571 43 2551 2520 2485 2461 2436 2416 2391
internal_count=3121 3099 3079 217 2862 196 176 156 41 115 91 56 2840 2817 2793 75 2718 62 2656 2636 2614 2571 43 2551 2520 2485 2461 2436 2416 2391
is_linear=0
shrinkage=0.1


Tree=7665
num_leaves=31
num_cat=0
split_feature=447 46 453 148 39 16 39 39 48 48 457 457 0 484 49 1375 13 1454 484 2 484 484 3 4 484 4 2 4 471 51
split_gain=2.27418e-09 2.76401e-09 2.99416e-09 3.09771e-09 2.15454e-09 6.71985e-09 6.0219e-09 4.63468e-09 2.88545e-09 3.25963e-09 9.86909e-09 4.7243e-09 1.76564e-08 2.82259e-09 3.20089e-08 1.39874e-08 9.34768e-09 1.26751e-08 5.79478e-09 6.92865e-09 4.20511e-09 1.13609e-08 7.15968e-09 4.16432e-09 4.04753e-09 3.8676e-09 1.61298e-08 6.54765e-09 1.08255e-08 3.88357e-09
threshold=0.10419500000000002 0.10987500000000001 0.10071000000000001 -0.12018999999999998 0.11365500000000002 -0.08231999999999999 0.10940500000000002 0.10508500000000001 0.14174500000000004 0.12879500000000002 0.41022000000000008 0.098180000000000003 -0.085669999999999982 0.091180000000000011 0.11236 -0.093609999999999985 -0.085669999999999982 0.081220000000000014 0.1019 0.091265000000000013 0.087410000000000002 0.086430000000000021 -0.083784999999999984 -0.58204499999999992 0.11549500000000001 -0.50690499999999983 0.095195000000000016 -0.50052499999999989 -0.071899999999999978 0.11218000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 8 9 10 11 13 -13 15 16 -5 24 18 -18 -20 21 23 -22 -17 -15 26 -25 -27 -29 -30
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 -11 -12 12 -14 14 -16 20 17 -19 19 -21 22 -23 -24 25 -26 27 -28 28 29 -31
leaf_value=1.1631947537036625e-06 -1.0629187106303561e-06 1.1502232176835173e-06 -1.220510549728715e-06 -2.3722399992038845e-06 3.7340193324803964e-07 -1.6987027696939488e-06 1.6979390000501771e-06 -1.4817652772167313e-06 1.124801799110371e-06 -1.136626890001935e-06 1.9496556914278838e-06 -2.8199808166391452e-06 1.0643720027691085e-06 1.8828648368948314e-06 4.0641162237469482e-06 1.371992886460434e-06 -1.1641374896953494e-06 -2.6530038968777934e-06 1.369041225236862e-06 -6.4549991484161565e-07 2.2616136590158932e-07 2.3377632284596724e-06 -2.3021927713021535e-06 1.0559867275463017e-06 7.0315366490996739e-08 1.3492280035936549e-06 -2.1071326943312766e-06 -2.3262965200387955e-06 4.0681552473410906e-08 -5.214472913960523e-07
leaf_weight=23 20 21 20 25 34 29 21 21 23 25 26 25 22 28 21 22 32 23 38 31 24 21 21 28 22 36 38 20 2251 130
leaf_count=23 20 21 20 25 34 29 21 21 23 25 26 25 22 28 21 22 32 23 38 31 24 21 21 28 22 36 38 20 2251 130
internal_value=0 6.85912e-09 -9.36544e-10 7.03453e-09 -1.72138e-09 -5.80424e-07 1.05376e-08 -1.46218e-09 9.14026e-09 3.19285e-10 1.01749e-08 -7.46906e-09 -1.00177e-06 9.15573e-09 3.7618e-07 -1.82028e-08 -6.89153e-08 -5.34342e-07 -5.18746e-08 4.63958e-07 4.51084e-09 2.14477e-08 -9.53737e-07 2.18326e-09 1.08534e-06 -9.85662e-09 -7.65203e-07 1.06e-08 -9.47101e-09 9.98993e-09
internal_weight=0 3101 3080 3060 3037 63 2974 2953 2932 2909 2884 2858 47 2811 195 2616 174 124 101 69 2591 2546 45 2525 50 2503 66 2437 2401 2381
internal_count=3121 3101 3080 3060 3037 63 2974 2953 2932 2909 2884 2858 47 2811 195 2616 174 124 101 69 2591 2546 45 2525 50 2503 66 2437 2401 2381
is_linear=0
shrinkage=0.1


Tree=7666
num_leaves=31
num_cat=0
split_feature=1429 156 401 1210 12 1210 1208 2 1447 480 2 1447 484 160 132 12 399 1203 401 42 1209 14 43 47 1210 1 13 1210 15 133
split_gain=2.03215e-09 5.23026e-09 1.88217e-09 2.29817e-09 1.7088e-08 2.55757e-09 2.51952e-09 2.69543e-09 1.09599e-08 1.00661e-08 1.00631e-08 1.15866e-08 9.84548e-09 9.08447e-09 7.4936e-09 9.38316e-08 3.92176e-08 7.96803e-09 7.41795e-09 1.51773e-08 6.92649e-09 5.66919e-09 6.52416e-09 2.65181e-08 2.14294e-08 1.69224e-08 3.28901e-08 1.78375e-08 1.25002e-08 1.05893e-08
threshold=-0.23752499999999996 0.32523500000000005 0.13837000000000002 -0.13847499999999999 0.092355000000000007 -0.090569999999999998 0.11846000000000001 0.088125000000000023 0.059120000000000013 0.10742500000000001 0.088930000000000023 0.0071200000000000005 0.027540000000000002 -0.53327999999999987 -0.083284999999999984 0.091840000000000019 0.091580000000000009 0.085960000000000023 -0.46360499999999999 0.11649000000000002 0.10521000000000001 0.083150000000000016 -0.0047449999999999992 0.092165000000000011 -0.079504999999999978 0.093575000000000019 -0.050064999999999991 -1.0000000180025095e-35 -0.091604999999999978 -0.14717499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 8 9 14 12 13 -9 -12 15 17 18 -7 -16 21 -15 22 24 25 -20 27 -27 -24 -29 -26
right_child=1 -3 -4 5 -6 6 -8 10 -10 -11 11 -13 -14 20 16 -17 -18 -19 19 -21 -22 -23 23 -25 29 26 -28 28 -30 -31
leaf_value=-9.5770929998583276e-07 -8.6770289967854772e-07 1.6187012170121309e-06 -9.4716094627940399e-07 -1.0834995650425713e-06 2.5983247596741424e-06 6.2586611574368047e-08 1.0648783684659561e-06 -1.6779732262216064e-06 -1.9446644868227078e-06 2.2496082589317338e-06 -1.6213518257565149e-06 2.0552703809620161e-06 7.8678080079780122e-07 -5.5306480458887597e-09 -1.7231985948869395e-06 7.083230860303048e-06 -4.2609647661742023e-06 -2.090580633144466e-06 -2.7097623993493722e-06 2.5197494416864595e-06 -1.8356904290396326e-06 -1.4772466373790889e-06 2.8329892226489999e-06 -2.1135918174357877e-06 -2.0590596981808471e-06 1.4333215823114644e-07 4.8824963027140324e-06 -2.2126481871693962e-06 3.6187869248173281e-07 1.1742546801451367e-07
leaf_weight=22 33 20 21 22 25 68 22 71 26 22 37 26 21 1354 22 20 21 23 29 26 21 23 27 35 23 32 27 21 185 796
leaf_count=22 33 20 21 22 25 68 22 71 26 22 37 26 21 1354 22 20 21 23 29 26 21 23 27 35 23 32 27 21 185 796
internal_value=0 6.79149e-09 -3.67886e-09 2.80025e-09 6.26275e-07 -9.25358e-09 -1.31758e-09 -9.25274e-09 8.96589e-08 1.27439e-07 -1.01441e-07 -3.65723e-08 -1.11537e-06 -7.50907e-08 9.35584e-08 8.81416e-07 2.45354e-08 -4.8162e-07 9.67629e-08 1.29475e-07 -3.34822e-08 7.75989e-08 1.08034e-07 4.87495e-07 -3.8291e-08 7.99269e-07 2.3121e-06 4.16192e-07 9.94269e-08 5.63032e-08
internal_weight=0 3099 3079 3058 58 3000 2978 2956 1426 1400 1530 1438 92 1412 1378 111 1267 91 1246 1224 1375 1198 1175 327 848 292 59 233 206 819
internal_count=3121 3099 3079 3058 58 3000 2978 2956 1426 1400 1530 1438 92 1412 1378 111 1267 91 1246 1224 1375 1198 1175 327 848 292 59 233 206 819
is_linear=0
shrinkage=0.1


Tree=7667
num_leaves=31
num_cat=0
split_feature=472 1429 160 483 479 481 1 1 1 1 1 1 1447 480 160 160 12 1 2 1 12 4 160 0 4 12 0 41 41 52
split_gain=2.36713e-09 3.76163e-09 2.2258e-09 3.83644e-09 2.93534e-09 2.78644e-09 2.86553e-09 5.87523e-08 5.15266e-08 5.33686e-08 2.41599e-08 1.19773e-08 1.06956e-08 1.3424e-08 1.03895e-08 1.05149e-08 7.32489e-09 1.98388e-08 1.64988e-08 1.19597e-08 1.11375e-08 1.34423e-08 8.45549e-09 8.33771e-09 1.74334e-08 7.5505e-09 6.30685e-09 6.21866e-09 1.29422e-08 5.94264e-09
threshold=-0.38234499999999999 -0.23587499999999997 0.62940000000000007 -0.47181499999999993 0.11469500000000001 0.11290000000000001 0.092845000000000025 0.093400000000000025 0.09202500000000001 0.091535000000000019 0.094090000000000021 0.094715000000000008 0.050705000000000007 0.10711000000000002 0.11205000000000002 0.10580000000000002 0.078300000000000008 0.087325000000000014 0.089885000000000007 0.081315000000000012 0.082850000000000021 -0.07712999999999999 -0.010514999999999998 0.11070500000000001 -0.17966999999999997 0.083370000000000014 -0.12333499999999999 0.08690500000000001 1.0000000180025095e-35 0.51734000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -8 9 12 -9 -12 13 16 15 29 17 19 -19 26 21 -18 -21 24 -22 -26 -5 28 -27 -13
right_child=1 2 -4 4 -6 -7 7 10 -10 -11 11 14 -14 -15 -16 -17 20 18 -20 22 23 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-9.8930844150875914e-07 1.2817662853036462e-06 1.3856401551493037e-06 -1.0278671262702638e-06 2.0324601467581052e-06 -1.1820955884494261e-06 1.0774999964269229e-06 -5.1401717695151332e-06 3.2505161522584041e-06 4.1085003753628078e-06 -5.014567741346539e-06 -2.3561678339636115e-06 -1.5551108636118979e-10 1.8385163188709569e-06 -2.3273784866736e-06 2.0075042054183239e-06 -2.3121016251284997e-06 -2.8548213542952303e-06 4.4400705648554732e-06 4.7158798466284679e-07 -1.1725290926947578e-07 -2.7971897411176046e-06 2.9864118999967108e-08 -2.669375432907102e-06 1.4971486112508023e-06 1.9680120374232501e-06 2.6443188892304384e-09 3.0247895606017043e-07 -1.6966142398121609e-06 2.563168159213092e-06 -1.5653659179406532e-06
leaf_weight=24 23 20 21 27 21 24 23 22 31 21 23 816 33 24 24 21 30 22 20 34 22 35 21 38 20 1519 96 21 20 25
leaf_count=24 23 20 21 27 21 24 23 22 31 21 23 816 33 24 24 21 30 22 20 34 22 35 21 38 20 1519 96 21 20 25
internal_value=0 7.66095e-09 -1.87205e-09 5.18524e-09 -3.91766e-09 4.29673e-09 -4.32338e-09 -1.47316e-07 6.2744e-08 1.2869e-10 -2.39695e-08 -1.0322e-07 5.32612e-08 2.30337e-08 -4.47349e-08 -1.01874e-07 5.23375e-08 5.95383e-07 2.55032e-06 1.34106e-07 -1.77328e-08 -1.30153e-06 -1.0917e-06 3.31493e-08 -1.57725e-09 3.7349e-08 6.82231e-07 1.25969e-08 3.59195e-08 -4.66838e-08
internal_weight=0 3097 3074 3053 3033 3012 2988 954 2034 2003 931 909 1982 1949 886 862 1925 220 42 178 1705 65 55 1640 1602 1580 123 1560 1539 841
internal_count=3121 3097 3074 3053 3033 3012 2988 954 2034 2003 931 909 1982 1949 886 862 1925 220 42 178 1705 65 55 1640 1602 1580 123 1560 1539 841
is_linear=0
shrinkage=0.1


Tree=7668
num_leaves=31
num_cat=0
split_feature=45 132 1185 1203 1429 1428 1420 157 156 481 2 159 403 3 403 403 1210 1210 0 42 12 1210 1205 1210 1210 1209 403 401 1213 1212
split_gain=2.22423e-09 2.2816e-09 1.4538e-08 4.94198e-09 2.16254e-09 4.70181e-09 2.13097e-09 3.92919e-09 2.51592e-09 2.13729e-09 2.59945e-08 5.19851e-08 1.08054e-08 6.56634e-09 3.24058e-09 5.0791e-09 3.97561e-09 3.59522e-09 2.23771e-08 2.65618e-08 1.60606e-08 4.94943e-09 4.31785e-09 4.77212e-09 7.16783e-09 4.22094e-09 3.52085e-09 4.99748e-09 2.98453e-09 3.4955e-09
threshold=-0.067109999999999989 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.10668500000000002 0.056520000000000008 0.63397500000000007 0.12734000000000004 -0.087424999999999989 0.092875000000000013 -0.085489999999999997 -0.55327499999999985 -0.085709999999999995 -0.54856499999999986 -0.53960999999999981 -0.3960249999999999 -0.077744999999999995 -0.086834999999999982 0.086325000000000013 0.087445000000000009 -0.064799999999999983 1.0000000180025095e-35 -0.018549999999999994 -0.00092999999999999995 1.0000000180025095e-35 0.62200000000000011 0.12828500000000001 0.51049000000000011 -0.070754999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -4 6 7 8 9 10 11 -6 -11 -13 -14 -16 -17 18 -18 20 -20 -19 23 -23 -25 26 27 28 29 -26
right_child=1 2 4 -5 5 -7 -8 -9 -10 12 -12 13 14 -15 15 16 17 21 19 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-1.0256875417066372e-06 -1.3002620547170479e-07 2.6522347893443935e-06 -1.0247447403344268e-06 -1.5977445766424125e-06 -5.5215536349351175e-06 1.4749898189785945e-06 -9.9620689703832402e-07 1.4115343901721645e-06 -8.9098248941633261e-07 1.9859854700955891e-06 2.7727134829547138e-06 1.758528042046237e-06 -1.12201377760357e-06 -4.9044036721760361e-07 1.6094227572693853e-06 -1.2992001658225806e-06 -2.1931811593005209e-06 -1.5689827793607948e-06 -1.9520047089827131e-06 4.2662830636523401e-06 1.6070427092174101e-06 -1.2552013919275851e-06 1.4383088899280883e-06 1.6652400727952439e-06 -7.4686140448245521e-07 -1.0639352710215363e-06 -1.246410211437747e-06 1.5985404853680051e-06 1.1974997429812598e-06 2.0579081485911264e-08
leaf_weight=21 195 21 20 26 21 22 21 20 31 28 20 20 25 37 20 23 22 20 21 23 32 30 21 26 61 37 22 20 21 2194
leaf_count=21 195 21 20 26 21 22 21 20 31 28 20 20 25 37 20 23 22 20 21 23 32 30 21 26 61 37 22 20 21 2194
internal_value=0 6.94571e-09 3.07149e-08 -3.02699e-07 1.14525e-08 1.87548e-08 7.37797e-09 1.49183e-08 4.85262e-09 1.49732e-08 -4.43613e-07 -1.26831e-06 3.19579e-08 2.98671e-07 1.10592e-08 2.19835e-08 9.64433e-09 2.14496e-08 6.15386e-07 1.42839e-06 1.96854e-07 -2.28847e-09 1.05955e-08 -1.83997e-09 1.39521e-08 -4.27871e-09 1.26356e-08 2.46996e-08 1.08697e-08 -1.80949e-10
internal_weight=0 3100 2879 221 2858 2838 2816 2795 2775 2744 98 78 2646 57 2618 2593 2573 2550 98 76 53 2452 2432 2411 2381 2355 2318 2296 2276 2255
internal_count=3121 3100 2879 221 2858 2838 2816 2795 2775 2744 98 78 2646 57 2618 2593 2573 2550 98 76 53 2452 2432 2411 2381 2355 2318 2296 2276 2255
is_linear=0
shrinkage=0.1


Tree=7669
num_leaves=31
num_cat=0
split_feature=157 157 475 43 475 4 12 2 151 474 474 16 12 155 155 155 52 1371 157 13 376 43 160 160 151 150 2 133 133 52
split_gain=2.04986e-09 2.78551e-09 2.73238e-09 4.24891e-09 2.55719e-09 1.23473e-08 2.72166e-08 2.70936e-08 6.84245e-09 3.56439e-09 4.54764e-09 2.8374e-09 1.35485e-08 7.80042e-09 3.4307e-09 4.48713e-09 3.64897e-09 3.51566e-09 3.21937e-09 8.84211e-09 3.64247e-09 4.12818e-09 3.50478e-09 1.39734e-08 1.26156e-08 1.04658e-08 9.21641e-09 6.77208e-09 1.09793e-08 7.33017e-09
threshold=0.63604500000000008 0.39282000000000006 -0.10664 -0.076834999999999987 -0.085719999999999977 -0.0092149999999999992 0.083715000000000026 0.087545000000000026 -0.53100499999999984 -0.090259999999999993 -0.036614999999999988 0.62925500000000012 0.098330000000000015 0.11245500000000001 0.10683000000000002 0.10022500000000002 -0.55692499999999978 0.08976000000000002 0.084490000000000023 -0.029529999999999997 0.087010000000000018 -0.077044999999999988 0.081905000000000019 0.062030000000000009 0.057610000000000008 0.088380000000000014 0.10774000000000002 0.095000000000000015 0.089405000000000012 0.008405000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 -8 -6 -10 -11 13 -13 14 15 16 -12 18 20 -20 22 -22 23 -18 25 26 27 28 29 -24
right_child=-2 -3 4 -5 8 -7 7 -9 9 10 11 12 -14 -15 -16 -17 17 -19 19 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.7044280809841438e-07 -9.846603710511339e-07 1.1544709103699938e-06 1.9638906151571563e-06 -1.6923359983896566e-06 -1.5620771202000989e-06 2.2916627196017157e-06 -4.5284225299724315e-06 6.1438491424529027e-07 -1.3216812305927307e-06 1.4501776067018826e-06 1.3499115664217244e-06 -2.0011231122163409e-06 1.3167343468012405e-06 1.8545092940336834e-06 -1.2680030197641048e-06 1.5074179896146233e-06 -9.5222871142922794e-09 -1.1861778948514259e-06 2.2876889396818775e-06 -4.6112665029340864e-07 1.9236182346560329e-06 2.0271059034247749e-07 -4.0064444568285186e-07 2.4163526688880667e-06 -2.5919670416323758e-06 1.4905482070262492e-06 -1.9368670309356246e-06 1.4392619726540564e-06 -2.5630542199905908e-06 1.1639698810368655e-06
leaf_weight=25 21 21 33 24 28 28 20 21 20 22 20 32 20 23 21 20 2232 25 22 25 20 46 157 24 23 34 33 24 20 37
leaf_count=25 21 21 33 24 28 28 20 21 20 22 20 32 20 23 21 20 2232 25 22 25 20 46 157 24 23 34 33 24 20 37
internal_value=0 6.66987e-09 -1.15859e-09 -7.41939e-07 1.0821e-08 5.03025e-07 -1.73756e-07 -1.8943e-06 -6.32544e-09 8.69561e-09 1.79343e-08 6.90938e-09 -7.25024e-07 2.04734e-08 5.31604e-09 1.49973e-08 4.11169e-09 -5.77663e-09 5.16517e-09 8.25553e-07 -9.38511e-09 7.24198e-07 -2.81221e-08 1.62849e-08 -3.33556e-07 -1.63249e-07 -3.70737e-07 -1.53584e-07 -3.32221e-07 -1.02239e-07
internal_weight=0 3100 3079 49 3030 102 74 41 2928 2900 2880 2858 52 2806 2783 2762 2742 2722 2697 47 2650 66 2584 2256 328 305 271 238 214 194
internal_count=3121 3100 3079 49 3030 102 74 41 2928 2900 2880 2858 52 2806 2783 2762 2742 2722 2697 47 2650 66 2584 2256 328 305 271 238 214 194
is_linear=0
shrinkage=0.1


Tree=7670
num_leaves=31
num_cat=0
split_feature=160 483 479 1447 2 50 475 157 52 1429 475 1371 13 1 1447 1453 3 481 481 475 474 474 483 15 484 2 1456 52 133 15
split_gain=2.02686e-09 3.26962e-09 2.40524e-09 2.27865e-09 6.4729e-09 9.78612e-09 3.64759e-09 4.12208e-08 8.01317e-09 1.16331e-08 1.20665e-08 6.87609e-09 1.512e-08 5.73142e-09 4.3876e-09 4.70555e-09 3.51031e-09 3.41951e-09 6.29833e-09 4.29851e-09 3.73381e-09 4.96656e-09 3.16772e-09 1.65944e-08 3.03539e-09 7.88096e-09 1.38305e-08 1.36845e-08 1.17336e-08 1.15507e-08
threshold=0.62940000000000007 -0.47181499999999993 0.11469500000000001 -0.086849999999999997 0.086330000000000004 0.10022000000000002 -0.085774999999999976 -0.086244999999999988 -0.53964499999999982 0.083985000000000018 -0.24039999999999997 0.083235000000000017 -0.082574999999999982 0.10234000000000001 -0.086219999999999977 -0.087504999999999986 -0.081644999999999981 -0.15265499999999996 -0.094339999999999993 -0.08466499999999999 -0.090834999999999985 -0.072334999999999983 -0.095689999999999983 -0.066844999999999988 -0.023814999999999996 0.083715000000000026 0.11510000000000002 -0.020999999999999994 0.11524500000000001 0.087575000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -5 13 10 -10 14 -13 -9 -8 -16 -11 -17 -19 -20 -21 -22 23 -23 25 27 28 -24 29 -27
right_child=-2 2 -4 6 5 -7 11 8 9 16 -12 12 -14 -15 15 17 -18 18 19 20 21 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=1.2810956559405896e-06 -9.791244467903328e-07 -6.3608748957579211e-07 -1.068202068598198e-06 -4.600948663091047e-06 -2.0737880991429267e-07 2.7427181549292667e-06 1.2672752434270848e-06 -1.9459739633020945e-06 2.7179889803803581e-07 3.7773621670567086e-07 3.7038889729501537e-06 3.029954595366808e-06 -6.8136820941401227e-07 3.2521031016585768e-07 -1.3526597368896686e-06 -1.1207787224520871e-06 -1.3079925598244051e-06 1.7782209351935307e-06 -1.0883302365982672e-06 -1.204526080073265e-06 1.5932045516819928e-06 -1.0724995290729566e-06 -3.4595740848430979e-06 2.5029475925411711e-06 3.0803617068534438e-08 -3.2610480580139915e-07 2.4811438771621396e-06 -3.1581359432190469e-07 -2.2513023789262944e-06 2.2864459606353193e-06
leaf_weight=20 21 28 21 21 22 23 27 25 21 30 20 23 21 20 26 27 21 20 36 25 20 25 20 27 2310 110 20 45 26 20
leaf_count=20 21 28 21 21 22 23 27 25 21 30 20 23 21 20 26 27 21 20 36 25 20 25 20 27 2310 110 20 45 26 20
internal_value=0 6.62995e-09 -1.6458e-09 5.6761e-09 5.57668e-07 1.30045e-06 -7.81867e-09 -4.75413e-07 1.56968e-07 6.91846e-07 1.94599e-06 1.83058e-08 1.25864e-06 -9.36559e-07 -1.29724e-09 -1.37207e-08 -3.16387e-07 -9.7356e-10 1.02079e-08 -2.96654e-09 1.17892e-08 2.3382e-08 1.13203e-08 7.83983e-07 -4.42977e-09 -3.42144e-07 5.37731e-09 -1.28312e-06 -3.12029e-07 7.58261e-08
internal_weight=0 3100 3080 3059 73 45 2986 158 137 92 41 2828 44 45 2784 2757 51 2731 2704 2684 2648 2623 2603 52 2551 241 176 65 156 130
internal_count=3121 3100 3080 3059 73 45 2986 158 137 92 41 2828 44 45 2784 2757 51 2731 2704 2684 2648 2623 2603 52 2551 241 176 65 156 130
is_linear=0
shrinkage=0.1


Tree=7671
num_leaves=31
num_cat=0
split_feature=130 40 472 1429 11 11 475 1429 474 1 1 12 1 3 1 52 1 1 1 10 42 16 1447 481 133 403 0 3 128 2
split_gain=1.99404e-09 4.94153e-09 1.96998e-09 3.62914e-09 2.33597e-09 8.43934e-09 6.89684e-09 2.55333e-09 4.19668e-09 2.28577e-09 1.72845e-08 6.28881e-09 5.87777e-09 1.3662e-08 1.03484e-08 1.44242e-08 9.6501e-09 4.04203e-08 3.65314e-08 4.87434e-08 2.27067e-08 1.64422e-08 6.57205e-09 7.64885e-09 2.16829e-08 8.25386e-09 5.80638e-09 5.58755e-09 1.09013e-08 8.81796e-09
threshold=-0.23647499999999996 -0.23755499999999996 -0.38234499999999999 -0.23587499999999997 0.095720000000000013 0.099410000000000012 0.093020000000000005 0.12387000000000002 -0.25711499999999993 0.10293500000000001 0.10374500000000002 0.11418000000000002 0.096255000000000021 0.088060000000000013 0.096860000000000016 0.024145000000000003 0.092945000000000014 0.093575000000000019 0.09202500000000001 -0.0026549999999999994 0.092395000000000019 -0.056919999999999991 0.059120000000000013 -0.087424999999999989 0.086910000000000015 -0.55327499999999985 -0.23051499999999997 -0.096544999999999978 0.081870000000000012 0.094095000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 8 -5 12 -11 -12 16 14 -14 -16 18 -18 19 -10 21 -19 23 24 -21 -25 -27 28 29 -28
right_child=1 2 3 4 5 -7 -8 -9 9 10 11 -13 13 -15 15 -17 17 20 -20 22 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-9.9530038411899112e-07 1.3533675706235551e-06 -9.0785871407206289e-07 1.2530872952995848e-06 1.4416327587696289e-06 -2.1793850366562267e-06 3.0664142190377988e-07 1.6260054381361375e-06 -1.108585986674457e-06 -4.9257603546948308e-06 -3.0729949646257638e-06 -1.0279250916203535e-08 -1.450307066264145e-06 3.1788183935618908e-06 -1.3671056426399166e-06 -3.5602470072060303e-08 3.0410595189778181e-06 -4.6441301863168244e-06 3.253898050388671e-06 3.2003356782044853e-06 2.6272842713017153e-07 -1.9657957121665961e-06 -4.1050188611298683e-07 1.3746822253955948e-06 1.7202188556000004e-06 -3.7871031122449501e-06 1.5653496722241773e-06 -1.666410743430377e-07 -6.8887541400013682e-08 2.6815750118203141e-06 1.1965949228704844e-06
leaf_weight=20 27 24 23 20 22 36 26 21 20 20 580 32 21 26 64 20 23 25 36 39 32 24 36 29 20 24 157 1586 20 68
leaf_count=20 27 24 23 20 22 36 26 21 20 20 580 32 21 26 64 20 23 25 36 39 32 24 36 29 20 24 157 1586 20 68
internal_value=0 6.42275e-09 -5.40793e-09 1.69332e-09 -7.81512e-09 -6.36334e-07 4.46312e-09 -9.86243e-09 -1.96606e-09 -1.19151e-08 -1.80113e-07 -8.55748e-08 3.49137e-08 6.85138e-07 1.19331e-06 6.96936e-07 -4.9083e-09 -9.44472e-07 4.31087e-08 -1.37498e-08 1.06049e-07 1.45909e-06 3.58915e-08 1.10863e-08 -1.1101e-06 4.61977e-08 2.0027e-08 -2.28473e-10 4.44234e-07 2.45359e-07
internal_weight=0 3101 3074 3050 3027 58 2969 2943 2922 2902 632 612 2270 131 105 84 2139 104 2035 1999 81 49 1979 1943 59 1884 1855 1831 245 225
internal_count=3121 3101 3074 3050 3027 58 2969 2943 2922 2902 632 612 2270 131 105 84 2139 104 2035 1999 81 49 1979 1943 59 1884 1855 1831 245 225
is_linear=0
shrinkage=0.1


Tree=7672
num_leaves=31
num_cat=0
split_feature=1429 156 1426 12 130 15 147 147 148 39 39 39 47 13 42 158 1456 1 158 1453 43 1447 481 1447 1446 1447 1447 50 480 160
split_gain=2.03223e-09 5.39824e-09 2.27725e-09 2.04071e-09 5.06199e-09 2.35779e-09 2.4604e-09 3.41687e-09 4.79914e-09 2.66751e-09 4.77231e-09 4.30601e-09 3.14378e-09 5.0455e-09 4.46809e-09 3.63018e-09 9.69612e-09 5.95815e-09 4.03428e-09 3.83527e-09 2.9915e-09 2.93488e-09 1.2676e-08 1.11313e-08 6.6581e-09 5.5212e-09 6.34961e-09 1.11609e-08 9.7257e-09 4.4399e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.085619999999999988 0.23631000000000002 -0.22461999999999996 0.17980000000000004 0.10361000000000002 0.095485000000000014 -0.098399999999999974 0.11365500000000002 0.10940500000000002 0.10508500000000001 0.11939500000000002 -0.083619999999999986 0.089625000000000024 0.11245500000000001 -0.063824999999999979 0.089175000000000018 0.10874500000000002 -0.085754999999999984 -0.076124999999999984 -0.086424999999999988 -0.081334999999999977 -0.085754999999999984 0.037915000000000011 -0.084334999999999979 -0.081174999999999983 0.09524500000000001 0.11387000000000001 -0.55045999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -6 10 11 12 15 -14 -15 18 -17 20 19 -10 -18 22 -21 -23 -24 -25 27 -27 29 -28
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12 -13 13 14 -16 16 17 -19 -20 21 -22 23 24 25 -26 26 28 -29 -30 -31
leaf_value=-9.5772889287879726e-07 -1.0674400130028517e-06 1.6443806646293525e-06 1.3733514164313318e-06 -9.3529155215630608e-07 -1.394262312715e-06 7.7046526904758566e-07 -1.0000226720876527e-06 1.0579959527490247e-06 -1.2599675995280299e-06 -7.1957267218571296e-07 1.5120155607984912e-06 -1.46317820867381e-06 -7.8680741353309715e-07 4.8372950849941689e-07 2.2740839747825704e-06 -2.1797781599021603e-06 -1.5002012451943649e-06 1.3845115571988551e-06 1.0362019123165642e-06 2.0834647711233308e-06 4.5607585859890547e-08 -2.302308328288356e-06 8.5141455695955543e-07 1.6645685866478746e-06 -1.4448261309268114e-06 -2.5336098910217359e-06 -1.4848612261175732e-06 6.0854585427705386e-07 2.0651163962186375e-06 1.146181191529747e-08
leaf_weight=22 20 20 27 23 25 39 25 30 24 51 21 20 20 46 20 28 21 22 38 34 31 21 23 20 28 26 20 20 23 2333
leaf_count=22 20 20 27 23 25 39 25 30 24 51 21 20 20 46 20 28 21 22 38 34 31 21 23 20 28 26 20 20 23 2333
internal_value=0 6.79048e-09 -3.84668e-09 3.10718e-09 1.02163e-08 -2.01526e-09 -1.21589e-08 -3.773e-09 -1.47003e-08 -2.76637e-09 1.01104e-08 -1.08195e-09 9.36906e-09 6.04617e-07 1.02626e-06 -9.5068e-09 -5.94754e-07 4.98464e-09 1.33649e-08 -1.74697e-09 -5.78661e-07 1.01044e-08 5.87826e-07 -9.8332e-09 -4.09267e-07 9.88095e-09 -3.78286e-09 -1.16746e-06 1.87462e-08 -1.25662e-09
internal_weight=0 3099 3079 3059 3036 3009 2970 2945 2915 2890 2839 2818 2798 86 66 2712 102 74 2610 2572 52 2548 85 2463 51 2442 2422 46 2376 2353
internal_count=3121 3099 3079 3059 3036 3009 2970 2945 2915 2890 2839 2818 2798 86 66 2712 102 74 2610 2572 52 2548 85 2463 51 2442 2422 46 2376 2353
is_linear=0
shrinkage=0.1


Tree=7673
num_leaves=31
num_cat=0
split_feature=156 472 130 10 2 40 10 10 4 34 39 9 16 2 46 46 471 474 15 42 474 1 474 2 1445 1447 52 471 159 482
split_gain=2.12984e-09 2.84713e-09 2.09831e-09 4.83953e-09 6.49343e-09 4.65968e-09 3.02685e-09 3.32062e-09 5.05767e-08 2.71497e-09 1.47866e-08 5.83064e-09 9.02594e-09 8.46296e-09 2.28396e-09 3.13069e-09 2.41949e-09 3.5188e-09 9.29057e-09 6.73816e-09 3.64388e-09 7.63661e-09 5.16223e-09 2.13641e-08 3.6708e-09 4.37643e-09 4.6774e-09 4.81065e-09 4.84423e-09 4.72383e-09
threshold=0.3248100000000001 -0.097514999999999977 -0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 -0.094984999999999986 -0.011559999999999999 0.053180000000000012 -0.057544999999999992 0.089790000000000023 0.088235000000000022 -0.087484999999999993 -1.0000000180025095e-35 0.10987500000000001 0.083550000000000013 0.10338500000000002 0.10280500000000001 -0.066844999999999988 0.088295000000000012 0.091650000000000009 0.111945 0.088435000000000014 0.086330000000000004 0.077530000000000016 -0.10333499999999998 -0.56368999999999991 0.086110000000000006 -0.47354999999999997 0.11789500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 8 -8 10 -9 13 -13 -11 15 16 17 20 -19 -20 22 -22 24 -24 25 -15 -27 28 -28 -30
right_child=-2 2 3 5 -6 6 7 9 -10 11 -12 12 -14 14 -16 -17 -18 18 19 -21 21 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=1.1963892816879708e-06 -9.587473592229958e-07 -1.0215623324683066e-06 -1.4294008624780134e-07 -1.4930033514593518e-06 2.3747619519554064e-06 1.0975395632044639e-06 -4.1387174639533731e-06 2.0532754483744667e-06 2.5679430972435181e-06 1.6264511049968179e-06 -1.0812892164132657e-06 1.5682567256665909e-07 -2.719591436886049e-06 1.391608863989611e-06 1.0556998915944861e-06 -1.204953392433791e-06 -1.0765390394832745e-06 2.0870669851351054e-06 9.0310041334381215e-07 -1.2963661429939048e-06 -1.6357442068451029e-06 7.7836762102378998e-07 -1.2340977933591705e-06 2.4870706782722766e-06 -1.2817193082958552e-06 -1.1898883425441027e-06 1.4552068157833923e-06 1.4981663655687176e-06 -2.0777212221426141e-08 -1.3760535204290556e-06
leaf_weight=20 23 20 21 21 20 25 23 34 22 32 27 24 20 22 20 22 21 29 30 26 38 20 27 36 23 34 22 21 2372 26
leaf_count=20 23 20 21 21 20 25 23 34 22 32 27 24 20 22 20 22 21 29 30 26 38 20 27 36 23 34 22 21 2372 26
internal_value=0 7.11509e-09 -6.12488e-10 6.06475e-09 1.08521e-06 -8.60043e-09 1.80427e-09 -7.41599e-09 -8.59906e-07 5.69475e-09 6.65845e-07 -8.36081e-09 -1.15064e-06 9.45562e-09 -9.09722e-09 -1.67881e-08 -7.27235e-09 9.64844e-10 6.34264e-07 -1.1808e-07 -1.94177e-08 -8.03292e-07 -1.81624e-09 8.92284e-07 -2.41687e-08 -1.25854e-08 -2.50671e-08 -8.84264e-09 -2.192e-08 -3.54716e-08
internal_weight=0 3098 3078 3058 41 3017 2996 2971 45 2926 61 2865 44 2821 2789 2769 2747 2726 85 56 2641 58 2583 63 2520 2497 2475 2441 2420 2398
internal_count=3121 3098 3078 3058 41 3017 2996 2971 45 2926 61 2865 44 2821 2789 2769 2747 2726 85 56 2641 58 2583 63 2520 2497 2475 2441 2420 2398
is_linear=0
shrinkage=0.1


Tree=7674
num_leaves=31
num_cat=0
split_feature=1429 1417 472 155 447 448 46 1456 159 1443 1 1 1 1 1 1 2 1447 457 1 3 160 1 157 48 4 1 42 155 1
split_gain=2.15154e-09 5.81409e-09 2.75826e-09 5.18554e-09 1.8717e-09 2.5986e-09 2.19552e-09 2.88207e-09 5.60752e-09 2.47575e-09 2.75738e-09 3.75745e-08 3.74912e-08 3.56315e-08 1.90805e-08 1.39371e-08 1.13179e-08 1.0558e-08 6.24848e-09 5.77111e-09 1.01853e-08 1.51736e-08 9.20608e-09 8.8506e-09 6.35768e-09 1.23204e-08 1.24606e-08 9.07395e-09 6.19594e-09 6.7967e-09
threshold=0.12521000000000002 -0.080324999999999994 -0.38234499999999999 0.14039500000000002 0.10419500000000002 1.0000000180025095e-35 0.084955000000000017 0.11253500000000001 0.096890000000000018 0.090755000000000016 0.092845000000000025 0.093400000000000025 0.09202500000000001 0.091535000000000019 0.094090000000000021 0.094715000000000008 -0.0091949999999999983 0.059120000000000013 -0.098834999999999992 0.10293500000000001 0.088060000000000013 0.085330000000000003 0.103565 0.088145000000000015 0.081275000000000014 -0.067104999999999984 0.096575000000000008 0.093175000000000022 1.0000000180025095e-35 0.10557500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 9 -9 10 12 -12 13 16 -13 -16 -4 18 -18 20 21 24 -21 28 25 26 -17 -27 29 -24
right_child=-2 2 3 -5 -6 -7 -8 8 -10 -11 11 14 -14 -15 15 19 17 -19 -20 22 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-1.6265462156959325e-06 1.0338686450950263e-06 -1.1372351136309416e-06 2.3232591006076705e-06 1.5086231937659804e-06 -9.62781167572757e-07 1.0032242314012434e-06 6.9237083708786592e-07 1.7324636819129982e-07 -2.0055390472234214e-06 -9.0241823053579153e-07 -4.1263230089142503e-06 2.8766744590443114e-06 3.5836850643515086e-06 -3.8911807984692606e-06 -2.481832328271594e-06 -2.3681598349867276e-06 -1.3948036872358401e-06 1.9358695259723331e-06 3.6660057095750491e-08 -2.231540419405151e-06 -1.4078147543727939e-06 3.3715915031962142e-06 1.4778955415496199e-06 -2.0712807244391035e-06 -1.1842948684456393e-06 7.5528903039017653e-07 1.080632318400438e-06 3.4118874805244563e-06 1.4233486360077614e-06 -1.7781954731681672e-07
leaf_weight=22 20 21 22 23 20 26 45 27 21 30 23 22 30 23 24 20 31 29 1868 21 24 20 26 22 21 36 22 20 28 534
leaf_count=22 20 21 22 23 20 26 45 27 21 30 23 22 30 23 24 20 31 29 1868 21 24 20 26 22 21 36 22 20 28 534
internal_value=0 -6.66343e-09 4.91092e-09 1.27543e-08 1.41823e-09 7.81425e-09 -8.44388e-10 -1.14404e-08 -7.79972e-07 1.29769e-09 1.07574e-08 -1.38675e-07 7.5141e-08 2.17926e-08 -2.94896e-08 -1.07651e-07 6.79456e-08 4.22107e-08 1.32923e-08 -3.58869e-08 4.94558e-07 8.23025e-07 -1.72911e-07 -1.02041e-07 3.94695e-07 7.3305e-07 -5.6165e-07 1.70407e-06 -2.83616e-08 -1.00947e-07
internal_weight=0 3101 3079 3058 3035 3015 2989 2944 48 2896 2866 863 2003 1973 840 818 1950 1928 1899 794 163 139 631 610 119 98 42 56 588 560
internal_count=3121 3101 3079 3058 3035 3015 2989 2944 48 2896 2866 863 2003 1973 840 818 1950 1928 1899 794 163 139 631 610 119 98 42 56 588 560
is_linear=0
shrinkage=0.1


Tree=7675
num_leaves=31
num_cat=0
split_feature=1447 160 4 481 2 52 403 2 399 1456 399 50 13 1456 12 1456 484 2 2 49 2 52 43 47 10 15 13 3 1210 4
split_gain=1.9623e-09 2.14704e-09 1.5391e-08 3.19748e-09 5.27261e-08 1.87651e-08 6.42439e-09 2.5699e-09 9.30729e-09 8.03709e-09 7.24571e-09 6.44675e-09 8.15378e-09 6.79334e-09 1.9159e-08 1.37324e-08 5.96709e-09 1.84312e-08 2.37832e-08 1.17445e-08 1.86245e-08 2.94342e-08 8.46123e-09 1.85165e-08 5.10509e-08 1.83578e-08 3.74488e-08 2.95131e-08 5.33374e-08 1.90444e-08
threshold=0.090670000000000014 -0.54913999999999985 -0.081609999999999988 -0.087424999999999989 0.086330000000000004 -0.026204999999999996 -0.56738999999999995 0.088125000000000023 0.091580000000000009 -0.091834999999999986 0.089300000000000004 0.11941000000000002 -0.070304999999999992 -0.079704999999999984 0.08486500000000001 -0.052299999999999992 0.085790000000000019 0.087015000000000023 0.085785000000000014 0.0043850000000000009 0.084145000000000011 -0.013374999999999998 -0.0047449999999999992 0.094160000000000008 -0.010699999999999999 0.085550000000000015 -0.087714999999999987 -0.078724999999999976 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -5 8 9 -8 11 13 -13 14 -11 -15 19 18 -18 22 -21 -22 -17 24 -24 26 -26 28 -27 -28
right_child=-2 3 -4 6 5 -7 7 -9 -10 10 -12 12 -14 15 -16 16 17 -19 -20 20 21 -23 23 -25 25 27 29 -29 -30 -31
leaf_value=-1.2314637405534786e-06 -8.1875390104210851e-07 -3.7224091684606719e-06 2.0006208939428369e-06 1.7551630765497284e-06 -4.0253519480095498e-07 3.7766237588649735e-06 1.5531287012241334e-06 -8.9102297885932172e-08 1.7324699398687592e-06 1.0609947831984426e-06 -1.871073991708272e-06 2.1827209944934693e-07 -2.5043240932311828e-06 2.6096804547974402e-06 -2.9852698753529693e-06 -1.5121981563888724e-07 -3.6957350041368712e-07 1.2346041871382655e-06 -4.2599183281957019e-06 -4.2058637198229781e-07 5.0387024288056643e-06 4.3612972769386201e-07 -4.6425926319670908e-06 2.8841461565614988e-06 4.092023731585103e-06 -5.4018082933411781e-06 -5.0818159539791374e-07 2.3008662986335872e-06 1.0322072111793289e-07 2.673866898616185e-06
leaf_weight=26 29 32 34 21 22 21 35 1542 34 22 20 22 22 22 25 653 55 37 22 41 24 33 20 29 38 22 68 36 88 26
leaf_count=26 29 32 34 21 22 21 35 1542 34 22 20 22 22 22 25 653 55 37 22 41 24 33 20 29 38 22 68 36 88 26
internal_value=0 7.68577e-09 6.00051e-07 -4.03649e-09 -6.4885e-07 1.63845e-06 1.23183e-08 -1.47583e-10 9.82514e-08 5.73959e-08 1.7886e-08 4.68356e-08 -1.14303e-06 8.83534e-08 -1.09127e-06 1.34023e-07 8.83309e-08 -5.99688e-07 -1.4811e-06 1.6109e-07 1.20487e-06 2.37406e-06 5.6712e-08 4.7194e-07 2.37195e-07 5.88259e-07 1.44289e-06 -1.84419e-07 -9.97785e-07 3.71959e-07
internal_weight=0 3092 60 3032 75 43 2957 2936 1394 1360 1325 1305 44 1261 47 1214 1192 114 77 1078 98 57 980 327 298 278 132 146 110 94
internal_count=3121 3092 60 3032 75 43 2957 2936 1394 1360 1325 1305 44 1261 47 1214 1192 114 77 1078 98 57 980 327 298 278 132 146 110 94
is_linear=0
shrinkage=0.1


Tree=7676
num_leaves=31
num_cat=0
split_feature=401 1213 16 12 12 1429 12 43 13 15 42 43 3 482 12 157 472 1212 1213 3 49 13 0 3 402 0 42 2 43 12
split_gain=1.96294e-09 2.50937e-09 9.68486e-09 6.96187e-09 2.13925e-09 9.02495e-09 8.11048e-09 9.16823e-09 6.37118e-09 1.47995e-08 1.56064e-08 9.37143e-09 8.96971e-09 9.88281e-09 1.55058e-08 1.04606e-08 1.07554e-08 7.84614e-09 8.8521e-09 1.16752e-08 1.17775e-08 1.14448e-08 8.27093e-09 1.25758e-08 9.50237e-09 1.08184e-08 1.03568e-08 1.00685e-08 9.05107e-09 8.20046e-09
threshold=0.13837000000000002 0.17417500000000002 -0.088394999999999987 0.09334000000000002 0.09334000000000002 -0.067934999999999982 0.094070000000000015 -0.077604999999999993 -0.077944999999999987 0.101845 0.095405000000000004 -1.0000000180025095e-35 -0.047929999999999993 0.098465000000000011 0.14786000000000002 -0.06482499999999998 -0.063449999999999993 -0.070754999999999985 -0.063509999999999997 -0.072894999999999988 0.12595000000000003 -0.0097949999999999982 -0.082619999999999985 -0.11171999999999999 -0.088189999999999991 -0.076579999999999995 0.094365000000000018 0.097605000000000011 -0.077824999999999991 0.11527000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 7 -7 9 10 11 -8 13 14 15 -10 -17 -18 21 20 22 -19 23 -20 -24 -26 27 28 -27 -21
right_child=-2 2 3 -5 5 6 8 -9 12 -11 -12 -13 -14 -15 -16 16 17 18 19 29 -22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=4.2714724423432518e-08 -9.6355846648878341e-07 -1.1488457874716831e-06 3.8688880216607784e-07 2.8120858344493631e-06 -1.82108246037622e-06 -2.9056382188519776e-06 -3.8317397525133853e-07 -1.1969774847018386e-07 1.6565746149995795e-06 2.8393484567459384e-06 -1.3799469073205729e-06 2.4305858805119303e-06 -1.6794880191030513e-06 -1.6569154273124047e-06 2.617543842444918e-06 -2.3717473606579701e-06 -1.9926010969584241e-06 3.0623370667810727e-06 -3.0685951236364418e-06 -1.7530592501879299e-06 2.5348279521608677e-06 -3.0133990750967099e-09 -1.0911202838752406e-06 4.3760555117104731e-08 2.2341620913667775e-06 1.6299999386952232e-08 1.8326378201363109e-06 6.380855093317857e-07 -2.8208406999009518e-06 1.5603740808143942e-07
leaf_weight=2238 21 22 29 20 31 21 20 27 34 25 40 29 35 35 23 21 20 21 20 63 20 29 39 37 34 23 31 56 22 35
leaf_count=2238 21 22 29 20 31 21 20 27 34 25 40 29 35 35 23 21 20 21 20 63 20 29 39 37 34 23 31 56 22 35
internal_value=0 6.52743e-09 5.94181e-07 1.37677e-06 -7.24722e-09 -1.48606e-07 -8.03866e-08 -1.33855e-06 4.43315e-09 6.89556e-07 8.56813e-08 1.28211e-06 -1.26175e-07 -2.96108e-08 7.82598e-08 -3.73908e-08 -1.59673e-07 -5.64426e-08 3.36113e-08 -1.30971e-07 1.95789e-07 1.28443e-06 1.72367e-08 -1.04829e-06 3.13506e-07 6.43509e-07 2.33795e-07 -2.56939e-07 -1.37075e-06 -1.07124e-06
internal_weight=0 3100 71 49 3029 791 760 48 712 114 89 49 598 563 528 505 471 450 430 380 282 50 262 57 205 166 132 101 45 98
internal_count=3121 3100 71 49 3029 791 760 48 712 114 89 49 598 563 528 505 471 450 430 380 282 50 262 57 205 166 132 101 45 98
is_linear=0
shrinkage=0.1


Tree=7677
num_leaves=31
num_cat=0
split_feature=130 40 1208 1208 402 1210 1210 1209 15 42 132 50 1185 1203 12 130 1204 130 1213 4 3 1213 1186 391 1210 1209 2 401 4 12
split_gain=2.00272e-09 4.42482e-09 1.85012e-09 2.47974e-09 1.89101e-09 4.04135e-09 2.66711e-09 2.13889e-09 4.37664e-09 6.14219e-09 2.14014e-09 5.37056e-08 2.68762e-08 6.10172e-09 3.38217e-09 3.14174e-09 2.42043e-09 2.66101e-09 2.32517e-09 1.02571e-08 1.42967e-08 7.2808e-09 3.1984e-09 4.67075e-09 2.49314e-09 3.05052e-09 1.82114e-08 3.69802e-09 1.26004e-08 2.53666e-09
threshold=-0.23647499999999996 -0.23755499999999996 0.12461500000000002 0.10837500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 0.087485000000000021 0.085465000000000013 -0.062154999999999995 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089165000000000008 0.10911500000000002 0.087380000000000013 -0.078604999999999994 0.08610000000000001 0.093235000000000026 -0.082594999999999988 -0.082039999999999988 0.14530000000000001 -0.089559999999999987 -0.086514999999999981 1.0000000180025095e-35 -0.067109999999999989 0.084715000000000013 -0.099524999999999988 -0.076229999999999978 0.12757000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 10 -9 -10 11 13 -12 14 15 -8 17 -14 22 -20 -21 -22 -18 -24 25 26 -25 28 -27 -29
right_child=1 2 -4 -5 -6 6 7 8 9 -11 12 -13 16 -15 -16 -17 18 -19 19 20 21 -23 23 24 -26 27 -28 29 -30 -31
leaf_value=-9.9746553416935058e-07 1.2810151171530984e-06 1.2432805411103452e-06 -9.6342589642972595e-07 1.0359403469929811e-06 -7.5918877069908022e-07 -1.1058764491942633e-06 4.7990976873949856e-08 -2.9554934006203416e-07 1.0154732095202235e-07 2.4743808656069177e-06 -3.5198483312177068e-06 5.2199681215370221e-06 1.2360287483303979e-06 -1.838089313889127e-06 8.7727392583198691e-07 -1.036621257272858e-06 -1.2727548729734345e-06 -1.7412219914030689e-07 2.0774054454315256e-06 -1.9681984960178462e-06 2.2722058593856111e-06 -1.3936922905779813e-07 1.4516027498584231e-06 -1.3914884541257132e-06 -1.1310599715909033e-06 5.130162046571645e-07 2.4844501972943869e-06 -1.9347236717583466e-08 -2.4721111362424608e-06 -8.2268423852838177e-07
leaf_weight=20 27 26 20 23 33 22 96 37 24 20 22 20 32 21 33 37 21 23 28 28 21 31 21 22 21 31 27 2268 26 40
leaf_count=20 27 26 20 23 33 22 96 37 24 20 22 20 32 21 33 37 21 23 28 28 21 31 21 22 21 31 27 2268 26 40
internal_value=0 6.43573e-09 -4.75934e-09 1.51876e-09 -6.33069e-09 1.95627e-09 -8.90323e-09 -7.22412e-10 5.06042e-07 1.18011e-06 -1.50298e-08 2.94694e-07 -3.91143e-08 -2.32073e-07 -2.89025e-08 -2.53743e-07 -1.01082e-08 6.46329e-07 -2.40749e-08 4.30127e-07 -1.46421e-07 8.34536e-07 -4.38786e-08 -3.33711e-08 -4.61779e-08 -3.67402e-08 7.44233e-07 -5.29211e-08 -8.48621e-07 -3.32699e-08
internal_weight=0 3101 3074 3054 3031 2998 2972 2950 81 44 2869 207 2662 187 166 133 2640 55 2585 108 80 52 2477 2456 2435 2414 49 2365 57 2308
internal_count=3121 3101 3074 3054 3031 2998 2972 2950 81 44 2869 207 2662 187 166 133 2640 55 2585 108 80 52 2477 2456 2435 2414 49 2365 57 2308
is_linear=0
shrinkage=0.1


Tree=7678
num_leaves=31
num_cat=0
split_feature=12 130 39 39 39 0 132 1185 403 132 132 133 132 13 124 50 42 133 0 157 1456 52 1453 1455 15 1455 1420 471 1420 40
split_gain=2.0594e-09 4.73886e-09 1.98797e-09 3.79709e-09 3.56573e-09 2.89941e-09 2.61461e-09 1.45723e-08 4.05192e-09 1.54202e-08 4.95852e-09 3.47633e-09 5.82582e-09 4.22159e-09 3.41735e-09 2.69127e-09 1.43471e-08 1.21877e-08 1.55607e-08 6.33915e-09 3.18924e-09 6.36456e-09 3.51341e-09 3.29384e-09 9.15261e-09 6.22443e-09 3.28431e-09 7.42105e-09 5.41361e-09 2.92444e-09
threshold=0.23631000000000002 -0.22461999999999996 0.11365500000000002 0.10940500000000002 0.10508500000000001 -0.071719999999999992 -0.083174999999999985 -0.083264999999999992 -0.074254999999999988 -0.1075 -0.084829999999999989 -0.54084999999999994 -0.41127499999999995 0.056795000000000005 0.0049200000000000008 -0.099524999999999988 0.096035000000000023 0.090665000000000009 -0.067094999999999988 0.63604500000000008 0.10959500000000001 -0.034054999999999995 0.088260000000000019 -0.097209999999999977 0.088495000000000018 -0.089344999999999994 -0.08341999999999998 0.086055000000000006 -0.079539999999999986 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -4 8 -8 10 11 -3 -10 13 -13 15 16 17 18 -9 20 22 -22 23 24 -17 -25 27 -27 -28 -30
right_child=-2 2 5 -5 -6 -7 7 14 9 -11 -12 12 -14 -15 -16 19 -18 -19 -20 -21 21 -23 -24 25 -26 26 28 -29 29 -31
leaf_value=1.3260322467195458e-06 -9.4275419739816528e-07 -2.3025962966951192e-07 2.2783109102419985e-07 1.346545052781169e-06 -1.3336048715473226e-06 -1.1998853164062563e-06 2.6563751102263008e-06 -2.337555621068077e-06 9.6810917914974043e-07 -2.9264173949741237e-06 1.5134281776833328e-06 -9.4177561777542011e-07 -1.7403136790032175e-06 9.604619013511442e-07 1.0083570828101075e-06 5.0045787065755578e-07 2.7650075175891041e-06 2.0193108605326413e-06 8.9046425638831095e-07 -1.7937012853508349e-06 4.0809853771861528e-07 -1.9997934922012855e-06 1.1877717697643677e-06 1.6497678203726854e-06 -2.2636761118717361e-06 2.2078081350346545e-06 -1.6171071116505554e-06 -4.2031621412454775e-07 -6.7126454927901591e-07 1.3996211821365822e-08
leaf_weight=27 23 73 25 21 20 33 21 32 22 25 21 20 24 28 34 25 22 20 28 20 21 23 25 23 23 21 21 22 64 2314
leaf_count=27 23 73 25 21 20 33 21 32 22 25 21 20 24 28 34 25 22 20 28 20 21 23 25 23 23 21 21 22 64 2314
internal_value=0 7.00291e-09 -4.5939e-09 6.56906e-09 -2.83585e-09 -5.8449e-07 6.11953e-09 3.21806e-08 -3.31451e-07 -7.19094e-07 1.59288e-07 -1.32039e-07 -4.68196e-07 1.67863e-07 1.20535e-08 -4.73997e-10 5.03408e-07 -1.18532e-07 -8.31146e-07 -2.02265e-08 -6.48926e-09 -8.50572e-07 8.14418e-09 -3.59108e-09 -8.24023e-07 1.23849e-08 -3.03683e-09 8.63186e-07 -1.85631e-08 -4.44647e-09
internal_weight=0 3098 3071 3013 2992 58 2972 2759 213 119 94 94 72 48 2738 2704 102 80 60 2602 2582 44 2538 2513 48 2465 2442 43 2399 2378
internal_count=3121 3098 3071 3013 2992 58 2972 2759 213 119 94 94 72 48 2738 2704 102 80 60 2602 2582 44 2538 2513 48 2465 2442 43 2399 2378
is_linear=0
shrinkage=0.1


Tree=7679
num_leaves=31
num_cat=0
split_feature=130 12 1429 156 132 1203 393 50 131 131 480 160 129 4 1456 160 159 1204 480 16 13 13 482 1420 483 1456 160 16 474 474
split_gain=2.09004e-09 4.37722e-09 1.96952e-09 6.40588e-09 2.11298e-09 5.42445e-08 2.63021e-08 9.22736e-09 1.97208e-09 1.60621e-08 7.8489e-09 2.73943e-08 5.53194e-09 5.93159e-09 6.33365e-09 6.82947e-09 5.7559e-09 5.08412e-09 4.89734e-09 3.4433e-09 5.75853e-09 8.3401e-09 3.1649e-09 4.38021e-09 2.93752e-09 5.1155e-09 4.03386e-09 5.95306e-09 7.2587e-09 8.11369e-09
threshold=-0.23647499999999996 0.23631000000000002 -0.23752499999999996 0.32523500000000005 -0.083284999999999984 0.089165000000000008 0.12679500000000002 0.097510000000000013 0.090690000000000007 0.090150000000000022 0.11191000000000002 -0.51146999999999987 0.080675000000000011 -0.086849999999999997 -0.052299999999999992 -0.4136149999999999 -0.087844999999999993 -0.082759999999999986 0.10344000000000002 -0.48836499999999994 -0.085584999999999981 -0.079969999999999986 0.11562500000000002 -0.085109999999999991 -0.47356499999999996 0.11510000000000002 0.3961050000000001 0.63636000000000015 0.11147000000000001 0.10135500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 8 -4 9 10 18 -12 13 -10 -15 -16 -17 -18 22 -19 -21 -22 23 -6 -25 26 27 28 29 -26
right_child=1 -3 3 -5 6 -7 -8 -9 12 -11 11 -13 -14 14 15 16 17 19 -20 20 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-1.0189782193492647e-06 -9.4625202729565165e-07 1.4121105912388224e-06 -1.8313296916220546e-08 1.7871281738734979e-06 -1.2772198488164578e-06 4.8840788602556925e-06 -3.6451228390887991e-06 -2.2863495047431571e-06 1.6368679124134645e-06 -2.5592879178475415e-06 3.8975290746769866e-06 -1.2102918465946764e-06 -9.9628281551431154e-07 1.7212616294273177e-06 1.8302145508641844e-06 -1.717370715823563e-06 -1.3523924785065744e-06 -9.6035678144413725e-07 -1.4276708488978329e-06 1.8416771527170013e-06 -1.5667907765267348e-06 4.6461596156510687e-07 9.8309879701314313e-07 -1.1194164324971704e-06 -2.8048590422833951e-08 1.2685366245492451e-06 9.8324084281860768e-07 -1.7183773596094572e-06 1.4230954651139883e-06 -1.8053686849620696e-06
leaf_weight=20 22 22 174 20 28 23 20 20 32 25 21 21 34 25 20 20 23 22 25 23 24 128 31 24 2123 31 39 21 34 26
leaf_count=20 22 22 174 20 28 23 20 20 32 25 21 21 34 25 20 20 23 22 25 23 24 128 31 24 2123 31 39 21 34 26
internal_value=0 6.57432e-09 -3.46848e-09 3.31635e-09 -8.43085e-09 2.92259e-07 -3.15691e-08 -2.52131e-07 -5.75798e-09 -3.75298e-08 -1.15216e-08 1.34362e-06 2.15921e-07 3.45936e-07 2.00989e-07 5.48094e-08 -9.3141e-08 5.45162e-08 -3.54157e-08 2.18775e-07 3.67008e-07 1.43868e-07 -2.06485e-08 -3.4026e-08 -1.88783e-08 -7.26315e-09 -2.48957e-08 -4.27348e-08 -2.66154e-08 -4.95518e-08
internal_weight=0 3101 3079 3057 3037 217 2820 194 2800 2449 2424 42 351 317 285 260 240 220 2382 197 175 152 2357 2326 2298 2274 2243 2204 2183 2149
internal_count=3121 3101 3079 3057 3037 217 2820 194 2800 2449 2424 42 351 317 285 260 240 220 2382 197 175 152 2357 2326 2298 2274 2243 2204 2183 2149
is_linear=0
shrinkage=0.1


Tree=7680
num_leaves=31
num_cat=0
split_feature=12 130 393 403 457 1 1373 150 45 457 48 49 45 11 3 3 13 10 2 2 2 133 2 160 403 13 402 157 4 52
split_gain=2.22133e-09 4.38278e-09 2.01191e-09 1.30168e-08 1.95518e-09 8.55878e-09 2.76754e-09 5.7975e-09 4.88339e-09 2.72723e-09 3.20628e-09 5.50892e-09 4.29654e-09 1.78381e-08 3.08744e-09 1.29856e-08 1.45889e-08 6.87879e-09 5.70813e-09 3.5744e-08 3.04424e-08 2.96751e-08 2.08754e-08 2.01514e-08 1.15357e-08 2.27891e-08 1.82477e-08 8.2291e-09 1.9001e-08 1.86049e-08
threshold=0.23631000000000002 -0.22461999999999996 0.10856500000000001 -0.074254999999999988 -0.11701499999999999 0.091535000000000019 -1.0000000180025095e-35 0.13251500000000002 -0.067109999999999989 -0.092084999999999986 0.13400000000000004 0.15021500000000002 0.094030000000000016 -0.014494999999999999 -0.080564999999999984 -0.080104999999999996 -0.072309999999999985 -0.0093599999999999985 0.094400000000000026 0.092235000000000025 0.09580000000000001 0.088035000000000016 0.093320000000000014 -0.54512499999999997 -0.0031149999999999997 -0.083499999999999977 0.12317000000000002 -0.080799999999999983 -0.072334999999999997 -0.23375999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -6 8 -8 -10 12 -12 13 -11 17 16 -16 -15 19 23 -20 22 -21 -17 25 -25 -26 -22 29 -29
right_child=-2 2 3 -5 6 -7 7 -9 9 10 11 -13 -14 14 15 18 -18 -19 20 21 27 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=1.2757757935509694e-06 -9.7911968860780303e-07 -8.6402081476337682e-07 1.839650910410869e-06 -1.3451462087860342e-06 -1.073176246791263e-06 1.6999873742899279e-06 -1.5885063874065965e-06 1.3220906563304881e-06 -1.0604372964735376e-06 2.8883233058184575e-06 1.4315484014859018e-06 -6.1886104987252119e-07 -1.3589045674204197e-06 1.7086193765862845e-06 -2.8334221412713364e-07 -3.2452244045089172e-06 -3.6504534498569479e-06 3.5209662456736623e-08 -3.0844697430193017e-06 2.9027561927108536e-06 -1.8286249281084532e-06 4.9578969566255186e-06 -1.6662014218127298e-06 -3.7850741206136221e-06 4.0946248092447943e-08 -7.4164124803015293e-08 3.1244556777210168e-06 -8.5312465414418798e-07 -2.6900136700510445e-07 2.6059367669232596e-06
leaf_weight=27 23 23 33 21 25 30 20 32 25 21 38 20 24 25 31 20 22 1410 37 20 27 26 20 23 475 59 20 23 473 48
leaf_count=27 23 23 33 21 25 30 20 32 25 21 38 20 24 25 31 20 22 1410 37 20 27 26 20 23 475 59 20 23 473 48
internal_value=0 7.27097e-09 -3.88163e-09 6.01119e-07 -1.47103e-08 5.87305e-07 -2.5475e-08 -1.6563e-08 -3.12988e-08 -2.0511e-08 -1.14271e-08 7.24511e-07 -2.66498e-08 -1.51483e-08 -3.7248e-08 -1.47378e-07 -1.68101e-06 6.43631e-08 -8.34262e-08 1.19515e-07 -3.04725e-07 2.32782e-06 6.18277e-07 -1.2462e-07 -1.64537e-08 -1.11503e-06 1.65532e-07 -1.24601e-07 -4.00267e-08 1.4854e-06
internal_weight=0 3098 3071 54 3017 53 2964 2939 2907 2887 2862 58 2804 2780 2759 1324 53 1435 1271 663 608 66 40 597 577 82 495 571 544 71
internal_count=3121 3098 3071 54 3017 53 2964 2939 2907 2887 2862 58 2804 2780 2759 1324 53 1435 1271 663 608 66 40 597 577 82 495 571 544 71
is_linear=0
shrinkage=0.1


Tree=7681
num_leaves=31
num_cat=0
split_feature=130 12 394 47 0 47 33 47 47 47 124 43 4 15 47 3 0 1452 1373 1429 1373 1375 159 484 156 4 157 1456 1455 1455
split_gain=2.14954e-09 4.11113e-09 1.83931e-09 1.70673e-09 1.98959e-08 4.6131e-08 1.71402e-08 1.35042e-08 6.17532e-09 5.48681e-09 2.57107e-09 2.3525e-09 3.44585e-09 3.39511e-09 4.3504e-09 4.40055e-09 2.59834e-09 2.34381e-09 2.40144e-09 1.54334e-08 2.57468e-08 6.38687e-09 2.65493e-09 7.69479e-09 2.91638e-09 1.47827e-08 1.1713e-08 4.17729e-09 5.69046e-09 1.01263e-08
threshold=-0.23647499999999996 0.23631000000000002 0.15288500000000002 0.094160000000000008 -0.10151999999999999 0.10305500000000002 -1.0000000180025095e-35 0.096850000000000006 0.091340000000000018 0.089640000000000011 0.10195500000000002 -0.085474999999999982 0.08184000000000001 -0.085319999999999993 0.11939500000000002 -0.077774999999999983 -0.080434999999999993 -0.073879999999999987 1.0000000180025095e-35 0.083725000000000008 0.08789000000000001 -0.42089999999999994 -0.47115499999999993 0.0069400000000000009 -0.065739999999999979 -0.0047449999999999992 -0.078064999999999982 0.11253500000000001 -0.097209999999999977 -0.076939999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 -6 9 10 17 16 13 -13 15 -15 -9 -8 21 20 -20 -19 23 -23 25 26 -24 28 -26 -30
right_child=1 -3 -4 4 7 -7 8 11 -10 -11 -12 12 -14 14 -16 -17 -18 18 19 -21 -22 22 24 -25 27 -27 -28 -29 29 -31
leaf_value=-1.0333835166420614e-06 -2.4129425969476873e-06 1.3688114956328884e-06 8.3446152729585231e-07 5.4521017576999755e-06 -2.5795427558003451e-06 1.7442702565899506e-07 9.074788804523619e-07 -1.1087816782102371e-06 1.741223136093595e-06 -1.5952409167529038e-06 9.6138484911568438e-07 1.1822928625689029e-06 -9.8167201472356495e-07 -1.4560663393362682e-06 8.9584072375023316e-07 3.0803465330292617e-07 2.9823324217388639e-07 -1.7043811503160963e-06 4.0691624473187069e-06 -1.6979078116657382e-06 -4.0392661767621197e-07 -2.1942352210165458e-06 -2.2184340065578569e-06 4.0232035371445824e-07 -1.551285240471619e-06 2.7847594847943665e-06 7.7136033382885216e-07 -1.0763078912801624e-06 1.886678666502511e-06 -2.6619074120582153e-08
leaf_weight=20 30 22 26 22 23 67 27 35 20 22 27 37 22 26 37 31 21 23 22 22 31 21 20 25 24 22 38 38 28 2292
leaf_count=20 30 22 26 22 23 67 27 35 20 22 27 37 22 26 37 31 21 23 22 22 31 21 20 25 24 22 38 38 28 2292
internal_value=0 6.66621e-09 -3.06656e-09 -1.01991e-08 2.07927e-07 1.47902e-06 -3.58281e-08 -2.79692e-07 -9.43526e-09 -2.24901e-08 -9.48242e-09 -2.65979e-08 1.76376e-07 3.70857e-07 5.14623e-08 -4.96643e-07 -5.81151e-07 -1.94381e-08 -2.90417e-08 5.28612e-07 1.45283e-06 -4.55664e-08 -3.03539e-08 -7.83064e-07 -1.62903e-08 5.77597e-07 -2.59603e-07 -3.62361e-08 -1.93749e-08 -3.52755e-09
internal_weight=0 3101 3079 3053 321 89 2732 232 2702 2682 2660 209 153 131 94 57 56 2633 2606 75 53 2531 2508 46 2462 80 58 2382 2344 2320
internal_count=3121 3101 3079 3053 321 89 2732 232 2702 2682 2660 209 153 131 94 57 56 2633 2606 75 53 2531 2508 46 2462 80 58 2382 2344 2320
is_linear=0
shrinkage=0.1


Tree=7682
num_leaves=31
num_cat=0
split_feature=12 130 45 11 14 10 4 0 51 33 142 147 447 151 49 43 42 133 48 15 2 48 0 3 16 151 457 457 48 1375
split_gain=2.35266e-09 4.0157e-09 1.89863e-09 9.91898e-09 6.59313e-09 3.26131e-09 3.12052e-08 6.31713e-08 5.15305e-08 3.99291e-09 2.3511e-09 2.20758e-09 3.48025e-09 2.21237e-09 2.0885e-09 4.80561e-09 5.14697e-09 4.78249e-09 3.93853e-09 1.1078e-08 8.7821e-09 5.77308e-09 1.1308e-08 7.48498e-09 7.11288e-09 3.63968e-09 3.61833e-09 6.95426e-09 5.37873e-09 5.13071e-09
threshold=0.23631000000000002 -0.22461999999999996 0.094030000000000016 -0.014494999999999999 -0.10708499999999999 -0.011559999999999999 0.053180000000000012 -0.10151999999999999 0.081440000000000026 -1.0000000180025095e-35 -0.057499999999999989 0.099230000000000013 0.09227500000000001 -0.5666199999999999 0.12011500000000001 -0.08287499999999999 0.09796500000000001 0.092265000000000014 0.11247500000000001 -0.07490999999999999 0.11448000000000001 0.096835000000000018 -0.14001499999999997 -0.072894999999999988 -0.011989999999999999 -0.14575499999999997 -0.098834999999999992 -0.089059999999999986 0.094195000000000015 0.084315000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 8 -8 -5 -7 -11 12 13 -12 18 -16 17 -17 21 -20 -21 25 -23 24 -24 -15 -27 -28 29 -29
right_child=-2 2 4 5 -6 9 7 -9 -10 10 11 -13 -14 14 15 16 -18 -19 19 20 -22 22 23 -25 -26 26 27 28 -30 -31
leaf_value=1.2217065318509413e-06 -1.0076445821892856e-06 2.0746281677475055e-06 5.9621216337291121e-07 -6.2715909234611904e-06 -1.9714971438133943e-06 1.2426324002052962e-06 5.5058967973309343e-06 -1.7995004592147122e-06 4.2547176614486192e-07 -1.0826493706872499e-06 1.0553922106737446e-06 8.5867683386216716e-07 -1.1130291430358089e-06 1.0601478168957651e-06 7.4875633995832e-07 -6.6914039873118582e-07 3.4443290122254669e-07 -2.4936915758644318e-06 2.2591056239795354e-06 -1.7327162684718394e-06 1.1262716193207531e-06 -2.7796697980063203e-06 -2.4035611997419438e-06 1.0375510386850805e-06 -1.9030730703340149e-07 -9.767995715985005e-07 1.7269319196581518e-06 1.8075903431132198e-08 1.3695838184691545e-06 -1.1689391646688968e-06
leaf_weight=27 23 23 20 20 20 26 20 29 27 20 20 30 28 34 29 51 32 20 29 21 22 21 20 32 53 36 24 2298 29 37
leaf_count=27 23 23 20 20 20 26 20 29 27 20 20 30 28 34 29 51 32 20 29 21 22 21 20 32 53 36 24 2298 29 37
internal_value=0 7.48483e-09 -3.19051e-09 5.84218e-09 -6.87642e-07 -9.97633e-09 -5.83455e-07 1.18229e-06 -2.42434e-06 8.92955e-09 -2.18489e-09 5.35499e-09 -3.67169e-09 7.39028e-09 -1.27667e-10 -3.88365e-07 -7.08526e-07 -1.1831e-06 1.91673e-08 7.48681e-07 -2.69978e-07 -1.15972e-09 -6.61341e-07 -2.37675e-07 -7.96678e-07 3.26819e-08 1.82703e-08 3.32713e-08 1.60768e-08 -7.33329e-10
internal_weight=0 3098 3071 3031 40 3008 96 49 47 2912 2886 2866 2836 2808 2788 132 103 71 2656 72 43 2584 126 105 73 2458 2424 2388 2364 2335
internal_count=3121 3098 3071 3031 40 3008 96 49 47 2912 2886 2866 2836 2808 2788 132 103 71 2656 72 43 2584 126 105 73 2458 2424 2388 2364 2335
is_linear=0
shrinkage=0.1


Tree=7683
num_leaves=31
num_cat=0
split_feature=11 16 16 52 2 4 130 403 133 133 52 4 0 402 42 1213 1212 401 16 42 13 160 401 16 121 34 124 9 2 3
split_gain=2.33019e-09 2.23966e-09 7.93631e-09 9.38009e-09 1.38422e-08 8.9282e-09 1.99188e-08 2.35231e-08 3.80462e-08 1.09394e-08 8.54118e-09 8.22951e-09 4.1178e-08 1.31213e-08 1.93557e-08 1.8019e-08 2.80064e-08 2.4976e-08 8.50818e-09 8.51282e-09 1.22076e-08 1.05725e-08 8.44577e-09 7.58086e-09 7.5598e-09 6.10659e-09 1.88186e-08 1.25969e-08 9.75276e-09 6.00473e-09
threshold=-0.072629999999999986 -0.083134999999999987 -0.08453999999999999 -0.080979999999999983 0.089605000000000018 -0.081839999999999982 -0.004729999999999999 -0.0059799999999999992 -0.016679999999999997 -0.015164999999999998 0.085310000000000011 0.0049200000000000008 -0.14001499999999997 -0.0060099999999999989 0.087505000000000013 -0.083944999999999978 -0.09386499999999999 0.076195000000000013 -0.088159999999999988 0.082810000000000009 -0.084319999999999992 -0.41869999999999991 0.094270000000000007 -0.08231999999999999 -0.082399999999999987 -0.057544999999999992 -0.082254999999999981 0.088235000000000022 -1.0000000180025095e-35 -0.091054999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 10 9 -9 -8 -5 12 -7 14 -14 16 -15 18 19 -17 21 -21 -13 -3 -25 26 -26 28 -27 -12
right_child=1 23 -4 5 -6 11 7 8 -10 -11 29 22 13 15 -16 17 -18 -19 -20 20 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-1.0498353437714601e-06 -2.5118995790762711e-07 1.4690950646773241e-06 -1.5677697307283881e-06 -2.2778793674574228e-06 3.2313912150866168e-06 -5.0744848985928573e-06 -1.5367096002213051e-06 6.4257765006914273e-06 6.7127168582222412e-07 1.629960813716025e-06 -1.138810160165153e-06 -1.2372551238443592e-07 1.091929984145931e-07 -7.1224901526752897e-07 -4.2376285705358898e-06 5.5463824969171611e-07 3.9754179961164481e-06 -3.3470894151234999e-06 1.6860287227397446e-06 1.4869429969621708e-06 -3.2009279874500867e-06 -1.5712538562148931e-06 1.7231076194198417e-06 -1.7592638869246003e-06 -3.7047289680458562e-07 2.2606629659094326e-06 3.539783608914604e-06 -2.2414228561492186e-06 4.0460865686127095e-08 6.8371036157088847e-07
leaf_weight=21 25 38 36 21 21 20 24 20 27 20 29 520 21 26 20 54 25 27 24 20 20 26 26 23 32 20 20 24 1843 48
leaf_count=21 25 38 36 21 21 20 24 20 27 20 29 520 21 26 20 54 25 27 24 20 20 26 26 23 32 20 20 24 1843 48
internal_value=0 7.10943e-09 -1.07502e-07 -5.80946e-08 1.33868e-06 -1.2121e-07 4.99022e-07 1.56437e-06 3.12e-06 -9.7314e-08 -4.90233e-07 -2.62614e-07 -7.0025e-07 -3.67609e-07 -2.01121e-06 -6.40612e-08 1.58563e-06 -5.56073e-07 -3.2758e-08 -3.76515e-07 -1.13837e-06 -2.41603e-07 -3.57811e-08 7.01458e-08 4.30509e-08 6.44296e-08 1.13347e-06 3.49701e-08 6.42956e-08 -2.69347e-09
internal_weight=0 3100 1100 1064 46 1018 189 91 47 44 98 829 283 263 41 222 51 171 144 120 66 46 546 2000 1962 1939 52 1887 1863 77
internal_count=3121 3100 1100 1064 46 1018 189 91 47 44 98 829 283 263 41 222 51 171 144 120 66 46 546 2000 1962 1939 52 1887 1863 77
is_linear=0
shrinkage=0.1


Tree=7684
num_leaves=31
num_cat=0
split_feature=13 133 133 51 51 49 160 2 160 151 13 12 43 133 2 4 4 1213 2 12 12 3 0 0 13 483 151 43 0 16
split_gain=1.98082e-09 1.18386e-08 1.4672e-08 8.4325e-09 1.10022e-08 1.09725e-08 8.44611e-09 1.79015e-08 1.18383e-08 8.22882e-09 1.90903e-08 1.76874e-08 1.3568e-08 2.92766e-08 4.69083e-08 1.95174e-08 4.21773e-08 1.83147e-08 1.40394e-08 1.2784e-08 1.20439e-08 1.19011e-08 4.81795e-08 2.8269e-08 2.19916e-08 1.17233e-08 9.51996e-09 8.17254e-09 8.45522e-09 8.05196e-09
threshold=-0.084034999999999985 0.11524500000000001 0.10622000000000002 -0.085734999999999992 -0.085039999999999991 0.085970000000000005 0.085045000000000023 0.10060500000000001 0.043720000000000009 -0.0093999999999999986 -0.085584999999999981 0.083985000000000018 0.0034250000000000005 -0.022174999999999997 0.098260000000000014 -0.081374999999999989 -0.082249999999999976 -0.090764999999999985 0.097070000000000004 0.087995000000000004 0.084595000000000017 -0.078724999999999976 -0.086554999999999979 -0.089269999999999988 -0.092534999999999992 0.087520000000000014 -0.082829999999999973 0.10915000000000001 -0.085254999999999984 -0.15012499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 8 -8 9 11 12 26 15 27 -15 16 18 -17 -11 -13 -12 22 23 25 -23 29 -6 28 -14 -19
right_child=-2 -3 -4 4 6 -7 7 -9 -10 10 20 19 13 14 -16 17 -18 21 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.9614954370047842e-08 5.1584901700356851e-08 -2.4701701271450953e-06 2.4824047138529501e-06 -2.2496745688071177e-06 -1.9071110529012005e-06 2.5941655010228718e-06 -3.2377514469608757e-07 -3.6130910800801802e-06 2.2489753038454103e-06 -9.3138585547471001e-07 -3.9977159794091223e-06 2.8794998515061311e-06 2.1743351906112504e-06 -6.60185844239436e-06 2.471054250463567e-07 -2.2316637146246877e-06 5.3771789794154756e-06 -1.6259872720726121e-07 2.3570953385387838e-06 1.0709212535308827e-07 -9.215090580840168e-07 -1.1851361027591059e-07 -4.3763898083852835e-06 3.7022159610635509e-06 2.9355014170562299e-06 1.5285228119496642e-06 9.0950096748088077e-07 -7.8135219343522528e-07 -4.2855132456054438e-07 -2.8314718338151579e-06
leaf_weight=49 2199 21 22 26 30 25 78 21 22 37 20 39 26 20 20 36 22 26 20 29 35 65 25 22 37 21 20 64 24 20
leaf_count=49 2199 21 22 26 30 25 78 21 22 37 20 39 26 20 20 36 22 26 20 29 35 65 25 22 37 21 20 64 24 20
internal_value=0 -1.23034e-07 -6.83284e-08 -1.32169e-07 -2.26077e-07 8.89396e-07 -1.58537e-07 -1.02151e-06 -3.28987e-08 -1.09192e-07 -2.74503e-07 6.47312e-07 -7.42769e-08 -8.49702e-07 -3.17738e-06 2.86495e-07 1.65796e-06 -1.43447e-07 2.22467e-07 1.69715e-06 -2.04013e-06 2.04589e-07 -4.97535e-07 5.92031e-07 9.89315e-07 -4.29224e-07 -7.80466e-07 -3.29742e-08 9.2495e-07 -1.32298e-06
internal_weight=0 922 901 879 805 74 779 99 680 658 540 118 485 154 40 331 79 252 57 68 55 216 114 89 102 67 50 114 50 46
internal_count=3121 922 901 879 805 74 779 99 680 658 540 118 485 154 40 331 79 252 57 68 55 216 114 89 102 67 50 114 50 46
is_linear=0
shrinkage=0.1


Tree=7685
num_leaves=31
num_cat=0
split_feature=1446 479 481 3 480 1 471 154 157 1420 483 12 1 12 39 47 45 11 34 13 34 133 9 1 9 11 12 157 12 13
split_gain=1.9881e-09 4.88758e-09 2.84069e-09 7.40924e-09 4.49923e-09 4.31743e-08 5.12118e-09 2.94653e-09 5.0406e-09 3.50388e-09 2.88411e-09 1.79902e-08 1.07599e-08 9.56104e-09 8.0084e-09 4.29764e-09 3.74396e-09 9.67769e-09 4.58288e-09 9.99003e-09 4.53422e-09 1.17465e-08 9.47674e-09 1.39186e-08 1.27662e-08 3.76922e-09 1.66914e-08 9.97742e-09 3.72026e-09 8.58384e-09
threshold=-0.09143999999999998 0.10713500000000002 -0.15689499999999998 -0.082234999999999989 0.10252000000000001 0.080585000000000004 0.094575000000000006 0.084190000000000001 0.63604500000000008 -0.086219999999999977 0.098395000000000024 0.094435000000000005 0.094715000000000008 0.089005000000000015 0.16946000000000003 0.13975500000000002 0.094030000000000016 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.086990000000000012 0.091600000000000015 0.12408500000000001 0.082870000000000013 0.088215000000000002 0.10149500000000002 -0.49695999999999996 0.096830000000000013 -0.088854999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 8 9 -4 14 12 13 -12 15 16 17 -11 19 -19 21 -20 24 -24 25 27 -27 -22 -29 -30
right_child=1 -3 4 -5 5 -7 -8 -9 -10 10 11 -13 -14 -15 -16 -17 -18 18 20 -21 22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-8.8817941377783426e-07 5.1716497182496825e-07 1.1496211582935586e-06 1.2925543430918923e-06 -2.2048277051567312e-06 3.7673416629786518e-06 -2.4661880399889924e-06 -1.2891495998701431e-06 1.2125521664074768e-06 -1.5874793746206706e-06 2.031232527908445e-06 -5.155198628496069e-07 2.3451246609814311e-06 -2.0658186585933435e-06 2.1856987973478682e-06 -2.0184086614705166e-06 1.2224834490228074e-06 -1.2170224741007238e-06 5.2086189312335172e-07 2.7209340758071492e-06 -2.4292967575926624e-06 -2.269599029887104e-06 -4.5892011520174078e-07 -3.4339985006681673e-06 1.0532055603107438e-07 2.5128061042778429e-06 2.1863448913072227e-06 -7.9755122268771206e-07 2.6695164479998968e-08 1.153859909979676e-06 -4.6952860583293754e-07
leaf_weight=25 20 37 21 20 25 20 31 20 20 23 38 36 25 20 20 28 26 22 21 24 20 26 20 25 20 37 38 2035 36 342
leaf_count=25 20 37 21 20 25 20 31 20 20 23 38 36 25 20 20 28 26 22 21 24 20 26 20 25 20 37 38 2035 36 342
internal_value=0 7.17626e-09 -6.64213e-09 -8.43831e-07 4.45014e-09 9.96884e-07 -1.05665e-08 2.9014e-09 -5.37537e-09 5.52441e-09 -3.85367e-09 4.78179e-07 -3.31581e-07 4.15935e-07 -2.46144e-08 -1.0077e-08 -2.27885e-08 -1.12415e-08 -2.88622e-08 -1.01835e-06 -1.14895e-08 9.61866e-07 -2.92694e-08 -1.46771e-06 -3.66424e-09 -2.37318e-08 6.74504e-07 -4.52557e-08 -2.68194e-08 -3.1492e-07
internal_weight=0 3096 3059 40 3019 45 2974 2943 2923 2903 2882 119 83 58 2763 2743 2715 2689 2666 46 2620 47 2573 45 2528 2508 75 2433 2413 378
internal_count=3121 3096 3059 40 3019 45 2974 2943 2923 2903 2882 119 83 58 2763 2743 2715 2689 2666 46 2620 47 2573 45 2528 2508 75 2433 2413 378
is_linear=0
shrinkage=0.1


Tree=7686
num_leaves=31
num_cat=0
split_feature=11 13 133 133 51 483 51 3 160 2 160 457 4 1212 16 1455 4 52 52 3 15 3 403 51 43 3 1 15 48 16
split_gain=2.3129e-09 2.3256e-09 9.74336e-09 1.18714e-08 6.88447e-09 1.00364e-08 8.91076e-09 8.04639e-09 6.76909e-09 1.4917e-08 9.69771e-09 7.96075e-09 8.47165e-09 2.26255e-08 2.42181e-08 1.90702e-08 2.99775e-08 1.43575e-08 8.82565e-09 7.40611e-09 1.84712e-08 1.15738e-08 1.35847e-08 2.3804e-08 1.47578e-08 1.11889e-08 1.63225e-08 1.11323e-08 6.13337e-09 5.43854e-09
threshold=-0.072629999999999986 -0.084034999999999985 0.11524500000000001 0.10622000000000002 -0.085734999999999992 0.085765000000000022 -0.085164999999999977 -0.082234999999999989 0.085045000000000023 0.094215000000000007 0.043720000000000009 -0.087404999999999997 -0.081714999999999996 0.086920000000000011 -0.087989999999999985 0.087050000000000016 -0.080924999999999983 0.087555000000000008 -0.077024999999999996 -0.083784999999999984 -0.015744999999999999 -0.081644999999999981 -0.0038999999999999994 0.092790000000000011 -0.0040649999999999983 -0.080409999999999995 0.087695000000000009 -0.09095499999999998 0.083985000000000018 -0.50690499999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -6 -2 10 -10 11 -8 13 14 -13 16 -14 -16 -18 20 28 -21 -23 25 -25 -24 27 -27 -20 -28
right_child=1 -3 -4 -5 6 -7 8 -9 9 -11 -12 12 15 -15 17 -17 18 -19 19 21 -22 22 23 24 -26 26 29 -29 -30 -31
leaf_value=-1.0459321645482436e-06 2.8016768221907397e-06 6.3089648220309046e-08 -2.2559709610244942e-06 2.2173589542262562e-06 -2.2529979928332892e-06 -9.4626997175193695e-07 1.2636999293555653e-06 2.8904517103001129e-07 -6.97708628219075e-08 -2.6737044384555535e-06 2.0126790714543449e-06 4.4207911548439717e-06 -3.7568533137480838e-06 -1.6049124502098326e-06 -9.4798375549487446e-07 2.3687334949803094e-06 -1.9850147172443639e-06 2.2875995649466559e-06 -1.5692467535188827e-06 -2.1605255306119089e-06 2.9107760567512743e-06 -2.0172052079549368e-06 1.2065062505646557e-06 3.9519098512149259e-07 4.1907713762157081e-06 -4.3139721242368981e-07 1.2064788879544924e-06 -3.194295583495789e-06 5.9189251573868743e-07 -3.7740508038165323e-07
leaf_weight=21 26 2186 21 22 21 23 39 25 66 33 22 21 27 33 32 24 30 24 24 34 25 37 38 21 20 25 27 35 29 110
leaf_count=21 26 2186 21 22 21 23 39 25 66 33 22 21 27 33 32 24 30 24 24 34 25 37 38 21 20 25 27 35 29 110
internal_value=0 7.08366e-09 -1.26865e-07 -7.67964e-08 -1.34743e-07 7.87912e-07 -2.2041e-07 1.56999e-06 -1.65404e-07 -9.37749e-07 -5.24617e-08 -1.21825e-07 -2.09545e-07 5.85831e-07 1.52472e-06 -3.82453e-07 -5.19442e-07 4.38695e-07 -3.27331e-07 -2.10318e-07 6.70158e-07 -4.08235e-07 -2.17891e-07 2.33216e-08 2.24669e-06 -3.64586e-07 -6.67639e-07 -2.04309e-06 -3.86737e-07 -6.52528e-08
internal_weight=0 3100 914 893 871 74 797 51 776 99 677 655 616 110 77 506 482 56 455 425 78 347 313 276 41 235 197 60 53 137
internal_count=3121 3100 914 893 871 74 797 51 776 99 677 655 616 110 77 506 482 56 455 425 78 347 313 276 41 235 197 60 53 137
is_linear=0
shrinkage=0.1


Tree=7687
num_leaves=31
num_cat=0
split_feature=1 1 1 482 16 1 1184 15 376 14 45 160 14 9 33 3 51 49 15 156 13 16 48 457 48 16 15 132 1 132
split_gain=2.18607e-09 1.15568e-08 6.69729e-09 5.96069e-09 7.09713e-09 5.35756e-09 4.2399e-09 4.04875e-09 3.88062e-09 4.44636e-09 1.62747e-08 6.90706e-09 5.68423e-09 4.62077e-09 8.83376e-09 3.91354e-09 9.09344e-09 1.62735e-08 1.72235e-08 8.18323e-09 6.65161e-09 4.00371e-09 4.0178e-09 1.42297e-08 1.18921e-08 3.71181e-09 3.40163e-09 3.36274e-09 6.07879e-08 2.65926e-08
threshold=0.13534000000000004 0.13756000000000004 0.13927000000000003 0.090355000000000005 -0.48836499999999994 0.13408500000000004 0.084515000000000021 -0.016799999999999995 0.088720000000000007 -0.31455999999999995 0.094030000000000016 -0.076214999999999991 -1.0000000180025095e-35 0.092235000000000011 -0.0066799999999999993 0.11658 -0.040379999999999992 -0.043469999999999995 -0.093959999999999988 0.3248100000000001 -0.16152999999999998 0.6352000000000001 -0.074214999999999989 0.091945000000000013 -0.0046349999999999994 -0.11676499999999999 -0.10469999999999999 -0.083284999999999984 0.089475000000000013 -0.069704999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 6 8 25 9 11 12 -1 -11 14 -14 19 -17 -18 -19 20 -16 22 23 -22 -24 -6 -27 28 -26 -29
right_child=1 2 3 -5 7 -7 -8 -9 -10 10 -12 -13 13 -15 15 16 17 18 -20 -21 21 -23 24 -25 27 26 -28 29 -30 -31
leaf_value=-1.3659393171447274e-07 -1.9698943411380499e-06 1.7501310298939645e-06 -2.2015289107457647e-06 1.3807162379464444e-06 1.0035948248066757e-06 1.6523616142904986e-06 -1.083948610747549e-06 -1.3894227370769841e-06 -1.1080309851270917e-06 1.6778780886419381e-06 -2.8239784846206819e-06 2.1949539179407412e-06 1.8729944818355414e-06 -1.3551113511311996e-06 -1.4680862424635659e-06 2.5313982416719228e-06 1.8454733310906908e-06 6.6615680722748043e-07 -2.8369523749915973e-06 -1.924652300741317e-06 1.3321908874686638e-08 1.1781025128243528e-06 2.1693614113561263e-06 -2.8508292106463079e-06 -3.1396852945656898e-07 -1.354579103605147e-06 4.6768303637431277e-07 -3.5566463119656488e-06 4.9087340733841789e-06 1.9008096200734707e-08
leaf_weight=27 35 20 20 20 33 20 35 20 30 21 20 24 26 24 30 20 36 32 25 22 82 30 26 22 156 20 21 21 26 2177
leaf_count=27 35 20 20 20 33 20 35 20 30 21 20 24 26 24 30 20 36 32 25 22 82 30 26 22 156 20 21 21 26 2177
internal_value=0 -3.2963e-07 4.31578e-08 -2.11614e-07 -4.90971e-07 2.12561e-08 1.00535e-08 -1.27022e-07 2.33625e-08 3.52845e-08 1.84063e-08 9.60605e-07 3.88846e-08 2.63913e-08 3.8532e-08 2.08994e-08 5.96975e-07 1.8097e-07 -8.70295e-07 -4.21499e-09 1.22245e-08 2.97085e-08 1.59827e-08 -5.92556e-07 4.2287e-08 2.14167e-07 -4.21225e-07 1.905e-08 4.32132e-07 -1.51542e-08
internal_weight=0 189 154 134 114 2932 2912 94 2877 2847 2796 51 2776 2755 2731 2705 113 93 57 2592 2570 2540 2510 104 2406 74 41 2380 182 2198
internal_count=3121 189 154 134 114 2932 2912 94 2877 2847 2796 51 2776 2755 2731 2705 113 93 57 2592 2570 2540 2510 104 2406 74 41 2380 182 2198
is_linear=0
shrinkage=0.1


Tree=7688
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1 123 142 11 33 47 47 47 2 401 148 16 1 2 2 2 48 2 13 2 16 1428 16 475 49 484 156
split_gain=2.20713e-09 1.42161e-08 6.72672e-09 2.42686e-09 2.157e-09 2.28838e-09 7.29342e-09 4.63724e-09 3.45413e-09 1.82434e-08 1.67034e-08 3.19228e-09 4.50358e-09 3.67055e-09 4.42003e-09 7.98703e-09 4.01884e-09 1.48159e-08 2.17549e-08 1.05638e-08 7.53327e-09 1.79702e-08 7.38458e-09 1.37202e-08 6.84788e-09 7.17143e-09 1.06375e-08 5.84432e-09 1.70338e-08 1.88279e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.16773500000000005 0.12630500000000003 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.090100000000000013 0.096850000000000006 0.14838000000000004 0.13699500000000003 -0.10069499999999999 -0.54656499999999986 0.10439500000000002 0.11728500000000001 0.11510000000000002 0.11411 0.10833500000000001 0.12299 -0.064619999999999983 0.11237500000000002 -0.0087049999999999992 -0.020064999999999996 0.55700000000000005 -0.24039999999999997 0.10440000000000001 0.086135000000000017 0.087610000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 -7 -8 9 11 -10 12 13 -9 15 -15 17 18 19 22 21 -18 24 -24 -16 27 -27 -26 29 -29
right_child=1 3 -4 -5 -6 6 7 8 10 -11 -12 -13 -14 14 16 -17 20 -19 -20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-9.4773198147056501e-08 2.6156639012783888e-06 1.0852146743900448e-06 -1.7528256644741954e-06 -1.0933769376286762e-06 -1.0228387805000239e-06 -1.7240549174365091e-06 -1.3291715195009603e-06 1.1843083526670213e-06 2.8942085149215777e-06 -2.2655780207969655e-06 1.3563907234712179e-07 6.2511205676039276e-07 -1.4123794474326959e-06 1.3098102899124515e-07 -1.3100347786869288e-06 -2.296555958705342e-06 8.6598533250032023e-08 2.0822538368116107e-06 -2.896026848247857e-06 2.1575455145731819e-06 7.4879106474211441e-08 -3.3839784960036927e-06 3.2498107140099818e-06 -4.099092236520803e-07 5.2423926569219802e-08 -7.4400140874786309e-07 2.092597828952701e-06 -2.7451024047432723e-06 1.4369923318414436e-06 7.1003864358469104e-07
leaf_weight=194 21 20 28 20 20 24 25 27 24 35 257 88 22 33 38 23 37 36 25 24 106 25 20 21 1773 20 39 46 26 24
leaf_count=194 21 20 28 20 20 24 25 27 24 35 257 88 22 33 38 23 37 36 25 24 106 25 20 21 1773 20 39 46 26 24
internal_value=0 2.32632e-08 -3.03897e-07 4.3471e-09 1.20289e-08 1.93218e-08 1.17569e-08 2.66673e-08 3.89085e-08 1.37353e-09 3.71246e-07 3.37189e-08 1.17136e-08 2.50854e-08 1.15711e-08 -8.66043e-07 3.33173e-08 7.11067e-08 3.58921e-08 7.19817e-08 -4.37251e-07 -1.31283e-06 4.70422e-08 1.37532e-06 1.93416e-08 4.5543e-08 1.13104e-06 1.12764e-08 -7.48666e-07 -1.56048e-06
internal_weight=0 2899 222 2878 2858 2838 2818 2794 2769 2488 281 2453 2365 2343 2316 56 2260 2092 2056 2031 168 62 2007 41 1966 1928 59 1869 96 70
internal_count=3121 2899 222 2878 2858 2838 2818 2794 2769 2488 281 2453 2365 2343 2316 56 2260 2092 2056 2031 168 62 2007 41 1966 1928 59 1869 96 70
is_linear=0
shrinkage=0.1


Tree=7689
num_leaves=31
num_cat=0
split_feature=393 132 160 159 480 0 479 481 480 153 1447 12 480 1447 51 0 2 43 52 42 43 120 483 42 13 483 13 4 33 484
split_gain=1.97563e-09 1.09006e-08 1.9224e-09 1.17334e-08 3.2075e-09 1.0473e-08 3.00314e-09 5.06911e-09 3.62868e-09 3.31658e-09 3.00749e-09 1.08192e-08 1.40162e-08 8.71666e-09 2.69029e-09 7.06387e-09 1.47104e-08 9.91649e-09 8.55222e-09 7.28271e-09 6.92477e-09 4.69382e-09 4.78236e-09 2.1573e-08 9.80804e-09 9.26693e-09 1.42042e-08 8.16189e-09 6.43806e-09 3.86297e-09
threshold=0.10856500000000001 -0.083174999999999985 -0.54913999999999985 -0.025879999999999997 0.11303500000000001 -0.079829999999999998 0.10061500000000002 -0.16223499999999996 0.10272000000000002 0.082840000000000011 -0.085709999999999995 0.083985000000000018 0.08610000000000001 -0.084549999999999986 -0.21717499999999998 -0.070889999999999995 0.10005000000000001 -0.095049999999999982 -0.43320999999999993 0.094365000000000018 -0.061959999999999994 0.093680000000000013 0.10083000000000002 0.096610000000000015 -0.077944999999999987 0.095085000000000017 -0.080759999999999985 -0.0078799999999999981 -0.0066799999999999993 -0.50340999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 -4 9 10 11 -9 -13 -12 15 16 -15 -17 -19 20 -20 22 25 24 27 28 -27 -24 -16 -30
right_child=1 -3 4 -5 5 -7 -8 8 -10 -11 13 12 -14 14 21 17 -18 18 19 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-7.9555877317544044e-07 -1.2528698874803014e-06 1.6892997841884662e-06 1.5858478419517043e-06 1.8918703894144074e-06 -2.5383457864336379e-06 6.5909714196875166e-07 -1.1014223789516108e-06 2.1116165876833294e-06 1.2678047555296376e-06 -1.1044224968210464e-06 -1.9681996688988245e-06 1.4719239317173562e-06 -1.5298066935948947e-06 -2.4457039347799045e-07 1.4314117856883969e-06 -1.8403365899644087e-06 3.3795564160668403e-06 2.2720382673924177e-06 -2.2754603287467033e-06 1.0564103611228127e-06 2.95533220651123e-07 -1.4926716945948019e-06 2.079568040273997e-06 3.5872164096417696e-06 -1.6772348640887897e-06 1.8788890744102761e-07 -3.223697287007385e-06 -6.1460980718534723e-07 1.1466976237291725e-06 -5.6235684470858561e-08
leaf_weight=33 20 34 20 32 20 21 25 30 22 28 23 28 35 24 30 24 21 20 20 33 22 22 23 20 26 26 23 22 27 2367
leaf_count=33 20 34 20 32 20 21 25 30 22 28 23 28 35 24 30 24 21 20 20 33 22 22 23 20 26 26 23 22 27 2367
internal_value=0 5.99607e-07 -1.05551e-08 5.27483e-07 -2.22048e-08 -9.00631e-07 -1.00415e-08 -7.48429e-10 -1.16304e-08 -2.13566e-08 -1.07754e-08 5.48593e-07 -1.95704e-07 -2.95353e-08 -1.3321e-08 3.79437e-07 1.44669e-06 -2.41449e-08 4.34682e-07 -5.52791e-08 -9.28749e-07 -3.82291e-08 -2.57495e-08 6.86207e-07 -1.30978e-07 -5.19477e-08 -1.41347e-06 7.62414e-07 -2.44252e-08 -4.26688e-08
internal_weight=0 54 3067 65 3002 41 2961 2936 2916 2894 2866 93 63 2773 2750 164 45 119 95 75 42 2586 2564 91 71 2473 49 45 2424 2394
internal_count=3121 54 3067 65 3002 41 2961 2936 2916 2894 2866 93 63 2773 2750 164 45 119 95 75 42 2586 2564 91 71 2473 49 45 2424 2394
is_linear=0
shrinkage=0.1


Tree=7690
num_leaves=31
num_cat=0
split_feature=400 399 130 42 400 16 393 159 159 159 1 159 1 52 15 484 484 403 1447 484 475 1452 2 1454 51 51 1 12 51 2
split_gain=1.89218e-09 8.30753e-09 4.33809e-09 9.53655e-09 4.10542e-09 2.89439e-09 2.54584e-09 1.83028e-09 2.14447e-08 1.3148e-08 1.02568e-08 5.41615e-08 3.34551e-08 1.26331e-08 8.9985e-09 3.65542e-09 2.00253e-08 1.0877e-08 1.02902e-08 1.5088e-08 5.41653e-09 8.97401e-09 5.65382e-09 9.03475e-09 4.54916e-09 8.70784e-09 8.47477e-09 1.09919e-08 6.05659e-09 4.66679e-09
threshold=-0.08262499999999999 0.090145000000000017 0.087380000000000013 -0.087819999999999981 -0.081639999999999976 -0.08453999999999999 0.10585500000000002 -0.088494999999999976 -0.092414999999999983 -0.08569499999999998 0.092945000000000014 -0.10909999999999999 0.099400000000000002 0.51734000000000002 0.11657500000000001 -0.081614999999999979 -0.084519999999999984 -0.55049499999999985 -0.086279999999999982 -0.086299999999999974 -0.084264999999999993 0.087590000000000015 0.083585000000000007 0.07931500000000001 0.11594500000000001 0.11218000000000002 0.11212500000000002 0.095110000000000014 0.10614000000000001 0.14122000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -5 7 8 10 -9 11 14 -12 -14 -6 16 18 -17 -11 20 -20 22 -22 -24 25 28 27 -26 -19 -28
right_child=4 -3 -4 5 6 -7 -8 9 -10 15 12 -13 13 -15 -16 17 -18 24 19 -21 21 -23 23 -25 26 -27 29 -29 -30 -31
leaf_value=1.9725716854806637e-06 -1.4096358933372922e-06 2.2478644331158649e-06 -1.1257091459242475e-06 2.7907234815367181e-07 1.071071780171843e-07 -1.1138359147148201e-06 8.6693613949054529e-07 2.2922592697796066e-06 -3.4143816128562322e-06 -1.9933988116918047e-06 -3.8348196281074501e-06 4.6463933822101709e-06 -5.4725269579620903e-07 2.4351465890504189e-06 -1.7870318227863892e-06 1.8869561776843896e-06 -3.1229404844642284e-06 -2.4168088426800801e-08 -1.5053953595725034e-06 2.6938520315005528e-06 -1.3941915709692054e-06 1.902366798968496e-06 -3.7267914782053898e-07 1.9739980492280057e-06 2.8863540243102242e-06 -2.0066269495476841e-06 -1.4088399460715233e-06 -1.0061088925216277e-07 1.6070180008583799e-06 6.7527904083032237e-07
leaf_weight=26 21 20 25 35 116 26 33 25 20 25 27 26 49 20 32 31 24 2205 25 21 32 23 75 21 28 22 21 22 23 22
leaf_count=26 21 20 25 35 116 26 33 25 20 25 27 26 49 20 32 31 24 2205 25 21 32 23 75 21 28 22 21 22 23 22
internal_value=0 3.70524e-07 3.52851e-08 3.68904e-07 -1.63574e-08 -3.14626e-07 -6.49926e-09 -1.63198e-08 -2.54809e-07 9.82831e-09 -2.07664e-08 4.37044e-07 -8.50548e-07 3.17211e-07 -3.02436e-07 -1.19506e-08 -3.78887e-07 2.60723e-08 -8.22326e-08 1.60301e-07 -1.41997e-07 8.37307e-08 -2.43056e-07 1.40656e-07 1.45111e-09 -2.68778e-08 6.86828e-07 1.57209e-06 -7.32909e-09 -3.42547e-07
internal_weight=0 132 112 87 2989 61 2968 2935 290 2645 270 174 96 69 148 2620 246 2374 222 197 176 151 128 96 2343 2250 93 50 2228 43
internal_count=3121 132 112 87 2989 61 2968 2935 290 2645 270 174 96 69 148 2620 246 2374 222 197 176 151 128 96 2343 2250 93 50 2228 43
is_linear=0
shrinkage=0.1


Tree=7691
num_leaves=31
num_cat=0
split_feature=1429 156 474 1429 153 132 1186 1185 52 2 132 12 132 1213 1213 1210 2 2 2 16 133 15 15 1213 1213 1213 1213 1213 3 401
split_gain=1.99432e-09 6.29887e-09 2.24688e-09 2.9417e-09 2.58459e-09 2.13574e-09 5.16212e-08 2.75842e-08 4.98974e-09 3.37861e-09 9.1114e-09 4.38941e-09 2.31647e-09 2.18487e-09 1.76863e-08 1.72855e-08 9.92955e-09 3.32995e-08 2.04523e-08 6.84646e-09 7.61567e-09 6.39413e-09 1.04302e-08 5.29145e-09 4.3174e-09 7.21811e-09 4.28209e-09 9.1752e-09 9.00784e-09 4.1743e-09
threshold=-0.23752499999999996 0.32523500000000005 0.11568500000000002 0.11475 0.082840000000000011 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 0.089320000000000024 -0.41094499999999995 0.090165000000000009 -0.037359999999999997 -0.084704999999999989 -0.082414999999999974 -0.094799999999999982 0.084715000000000013 0.083935000000000023 0.085155000000000022 -0.026164999999999997 -0.040449999999999993 0.088495000000000018 -0.09095499999999998 -0.15413999999999997 -0.077179999999999985 -0.069109999999999991 -0.020279999999999996 -0.011639999999999998 -0.077104999999999993 -0.078179999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -7 9 11 -11 -2 -9 15 -15 -14 17 19 -18 20 -17 22 -20 -24 -16 -26 28 -28 -27 -29
right_child=1 -3 -4 -5 -6 7 -8 12 -10 10 -12 -13 13 14 24 16 18 -19 21 -21 -22 -23 23 -25 25 26 27 29 -30 -31
leaf_value=-9.4874201811928127e-07 5.4657476038044432e-09 1.775668733898783e-06 -8.6595007947683679e-07 9.2868636877884626e-07 -9.8071286176777729e-07 -3.5482651769184898e-06 4.8947245225215077e-06 8.1515546298760458e-07 -1.4794789590437344e-06 1.863376233610199e-06 -5.6620999347697676e-07 -1.517198658802954e-06 2.7189646896903681e-06 -2.921623910792516e-06 1.0366118133858368e-06 -2.0724093312838382e-07 3.4309344463118964e-06 -4.2888562650963049e-06 -1.2396876144293857e-06 -1.2771427246992642e-06 2.194389296915767e-06 -9.8178869350817893e-07 2.6051319203836763e-06 3.5770493923337198e-07 -1.8698920820541044e-06 1.7646892481001199e-06 -2.1102642936706878e-06 1.0289022445644343e-06 -7.4268716863788668e-07 -2.7927383488462019e-08
leaf_weight=22 78 20 30 34 27 22 22 35 27 29 33 25 26 21 39 31 21 21 20 22 23 40 22 20 21 38 21 38 23 2270
leaf_count=22 78 20 30 34 27 22 22 35 27 29 33 25 26 21 39 31 21 21 20 22 23 40 22 20 21 38 21 38 23 2270
internal_value=0 6.73917e-09 -4.75112e-09 3.72247e-09 -6.7083e-09 2.09294e-09 3.06483e-07 -2.13892e-08 -2.19253e-07 -1.30343e-08 5.70209e-07 -3.64113e-07 6.8053e-09 -3.60775e-09 -3.19021e-08 2.80601e-07 -7.5696e-09 -7.64089e-07 5.89035e-07 2.0986e-07 8.15676e-07 3.93825e-09 6.39891e-07 1.53493e-06 -7.13303e-09 -2.40165e-08 -7.79751e-09 -2.946e-08 8.19285e-07 -1.05272e-08
internal_weight=0 3099 3079 3049 3015 2988 214 2774 192 165 62 103 2752 2717 2471 246 220 97 123 76 54 102 62 42 2450 2411 2390 2329 61 2308
internal_count=3121 3099 3079 3049 3015 2988 214 2774 192 165 62 103 2752 2717 2471 246 220 97 123 76 54 102 62 42 2450 2411 2390 2329 61 2308
is_linear=0
shrinkage=0.1


Tree=7692
num_leaves=31
num_cat=0
split_feature=104 11 33 9 1 13 13 2 159 159 12 15 484 42 13 1212 131 46 474 151 151 151 4 16 150 0 1 1 4 132
split_gain=1.82204e-09 3.07465e-09 3.82968e-09 2.34655e-09 3.31306e-09 2.12718e-09 6.74395e-09 1.1956e-08 6.05906e-09 1.02057e-08 8.30682e-09 2.11936e-08 7.51881e-09 5.26943e-09 4.82836e-09 3.59648e-09 3.54583e-09 2.88017e-09 3.40035e-09 3.44986e-09 9.26647e-09 6.2968e-09 8.6301e-09 5.77031e-09 4.4004e-09 6.31532e-09 3.43362e-09 1.80697e-08 1.77025e-08 1.50884e-08
threshold=0.088500000000000009 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 0.11507500000000002 -0.13710499999999998 -0.097224999999999992 0.092120000000000021 0.085545000000000024 0.096715000000000009 0.083310000000000009 -1.0000000180025095e-35 0.036420000000000008 0.085730000000000015 -0.094514999999999988 -1.0000000180025095e-35 0.078765000000000016 0.084955000000000017 0.11568500000000002 0.099460000000000007 0.12369500000000001 0.057610000000000008 -0.0052149999999999992 -0.0073349999999999986 0.12640500000000002 -0.26343999999999995 0.085475000000000009 0.08801500000000001 -0.082249999999999976 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 8 7 13 10 -10 11 -4 -11 -7 15 -8 -12 18 19 21 -21 24 -23 -22 25 -16 -27 28 -28 -29
right_child=-2 2 3 4 -6 6 14 -9 9 12 16 -13 -14 -15 17 -17 -18 -19 -20 20 23 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=1.1112315101797777e-06 -8.6795324563127005e-07 -1.1879830152692093e-06 -3.628144496754444e-07 1.5695130553902584e-06 4.888207112535862e-08 1.3175047586955201e-06 -1.0005602916862701e-07 2.6378978316398826e-06 2.3080521884821792e-06 -1.167207318957253e-06 4.5877147154614843e-07 -4.1067309083365176e-06 1.2633564927000407e-06 -7.5165164452606354e-07 1.6057259308581708e-06 -1.9528938764779013e-06 -1.0853346779526873e-06 9.5305273788426354e-07 -1.0782584640451361e-06 2.4020409620623638e-06 -1.0382868971966538e-06 3.1099045827431837e-07 -2.5293038419867433e-06 1.2027633789557514e-06 -1.4648660310001561e-06 -8.3385105388475871e-08 3.1604979399521416e-06 1.8016833716198261e-06 1.9816329543488769e-07 -8.2174230479344646e-08
leaf_weight=25 24 27 54 23 38 20 20 27 21 35 58 21 20 32 25 22 20 32 29 22 27 20 23 20 20 1520 38 45 43 770
leaf_count=25 24 27 54 23 38 20 20 27 21 35 58 21 20 32 25 22 20 32 29 22 27 20 23 20 20 1520 38 45 43 770
internal_value=0 6.72664e-09 -2.26185e-09 8.25194e-09 6.22235e-07 -4.29932e-09 2.00429e-08 9.30639e-07 -2.9715e-07 4.32684e-07 -6.59682e-07 -1.41111e-06 -2.83366e-07 4.41777e-08 -6.83944e-09 -1.07059e-06 6.28468e-08 1.01224e-08 -1.47396e-09 1.06624e-08 7.08209e-07 -8.55917e-09 -1.20824e-06 -8.46485e-08 1.24023e-08 2.45061e-08 8.14411e-09 1.63417e-07 1.5879e-06 2.18424e-08
internal_weight=0 3097 3072 3045 61 2984 2755 79 229 76 153 75 55 52 2676 42 78 2634 2602 2573 69 2504 43 47 2461 2441 2416 896 81 815
internal_count=3121 3097 3072 3045 61 2984 2755 79 229 76 153 75 55 52 2676 42 78 2634 2602 2573 69 2504 43 47 2461 2441 2416 896 81 815
is_linear=0
shrinkage=0.1


Tree=7693
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1456 50 42 1212 2 0 0 1446 13 3 158 154 157 1419 158 482 482 1 482 16 12 50 13 16 475 12 12
split_gain=2.25812e-09 1.37287e-08 5.84328e-09 2.02442e-09 6.64629e-09 7.51859e-09 1.51968e-08 7.40533e-09 1.91584e-08 1.75477e-08 1.42419e-08 1.35818e-08 5.10953e-09 4.53599e-09 3.66545e-09 4.34786e-09 3.57183e-09 3.35197e-09 4.50633e-09 5.79388e-09 1.07411e-08 1.55381e-08 1.19052e-08 8.49677e-09 3.69713e-09 7.12909e-09 5.3835e-09 5.69408e-09 3.99953e-09 1.28992e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.0058550000000000008 -0.13200999999999999 0.091205000000000008 0.037395000000000005 0.087470000000000006 -0.090809999999999988 -0.086409999999999987 0.085400000000000018 -0.085154999999999995 -0.082334999999999978 -0.47336999999999996 0.085530000000000009 0.63604500000000008 0.089680000000000024 -0.46413499999999996 0.11117500000000001 0.098465000000000011 0.16540500000000002 0.089745000000000005 -0.0073349999999999986 0.22926500000000002 -0.23848499999999997 -0.06977499999999999 0.6352000000000001 0.12518500000000002 0.094375000000000014 0.096075000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 13 -5 6 7 8 -6 -10 11 -9 -13 -3 15 16 17 -15 19 20 21 23 -23 24 25 -19 27 28 -26 -30
right_child=1 3 -4 4 5 -7 -8 10 9 -11 -12 12 -14 14 -16 -17 -18 18 -20 -21 -22 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-1.124698649685755e-07 2.5711091070878046e-06 1.4616625238969308e-06 -1.6578125656252496e-06 -1.8093667108587397e-06 -1.0362693978735834e-06 1.3061435457516244e-06 -2.8695939298423975e-06 -2.9038697332893088e-06 4.1558036963622378e-06 2.6926828597267493e-07 1.3856359327359382e-06 7.2965745735368382e-07 -1.3675586853337119e-06 -1.1228250890291328e-06 1.3682120855662561e-06 -1.4595039391451793e-06 1.023944086974942e-06 2.1215376065697455e-06 1.1292250540072423e-06 -1.4826303719508781e-06 2.2176921775176403e-06 -3.5138079102704405e-06 -1.4274304792394331e-07 1.9879797750118914e-06 6.1952201745777529e-08 -1.2951616484128061e-07 -1.6002577736918241e-06 1.6881145211300463e-06 -1.4406621761946344e-06 -3.1941491043924616e-08
leaf_weight=194 21 22 28 25 37 33 21 31 21 26 27 26 21 26 20 20 35 24 36 26 22 22 20 22 1772 34 21 20 78 390
leaf_count=194 21 22 28 25 37 33 21 31 21 26 27 26 21 26 20 20 35 24 36 26 22 22 20 22 1772 34 21 20 78 390
internal_value=0 2.35397e-08 -3.07378e-07 4.95081e-09 -2.56782e-07 -9.70505e-08 -3.17552e-07 -3.39923e-08 6.65844e-07 2.00581e-06 -5.93861e-07 -1.27907e-06 -2.07397e-07 3.1826e-08 1.96713e-08 9.16864e-09 2.06967e-08 6.72388e-09 1.85326e-08 2.21887e-09 1.81389e-08 -1.99849e-09 -1.90854e-06 3.19171e-08 1.35189e-08 8.01954e-07 -6.529e-09 8.27998e-09 -6.71854e-09 -2.66728e-07
internal_weight=0 2899 222 2878 268 243 210 189 84 47 105 78 47 2610 2588 2568 2548 2513 2487 2451 2425 2403 42 2361 2339 58 2281 2260 2240 468
internal_count=3121 2899 222 2878 268 243 210 189 84 47 105 78 47 2610 2588 2568 2548 2513 2487 2451 2425 2403 42 2361 2339 58 2281 2260 2240 468
is_linear=0
shrinkage=0.1


Tree=7694
num_leaves=31
num_cat=0
split_feature=1 132 1185 1203 0 52 15 132 130 1186 160 12 481 480 0 50 133 0 157 475 16 475 45 11 9 1 33 158 52 159
split_gain=2.14662e-09 1.96261e-09 1.10442e-08 4.705e-09 2.14385e-09 3.64096e-09 4.04907e-09 2.76198e-09 2.14212e-09 3.19725e-09 1.84456e-09 1.09087e-08 1.23656e-08 2.82176e-09 8.33236e-09 2.48594e-09 1.20353e-08 1.67269e-08 3.44142e-09 3.03271e-09 3.02679e-09 6.18775e-09 2.73027e-09 9.46156e-09 3.37526e-09 7.15505e-09 6.87787e-09 2.77894e-09 6.8757e-09 5.00701e-09
threshold=0.16773500000000005 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.073309999999999986 0.089575000000000016 -0.10653 -0.26625499999999996 0.08610000000000001 -0.010834999999999999 -0.54913999999999985 0.089625000000000024 -0.081539999999999987 0.11303500000000001 -0.079829999999999998 -0.099524999999999988 0.090665000000000009 -0.067094999999999988 0.63604500000000008 -0.40672499999999995 0.62682500000000008 0.12518500000000002 0.094030000000000016 -0.011194999999999998 0.092235000000000011 0.13332000000000002 -0.0066799999999999993 0.07968500000000002 -0.16675999999999999 0.11084000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -8 9 -9 11 12 -4 15 -15 16 17 -12 19 -17 21 22 23 -21 26 -26 -25 -28 -29 -30
right_child=-2 2 10 -5 -6 -7 7 8 -10 -11 13 -13 -14 14 -16 18 -18 -19 -20 20 -22 -23 -24 24 25 -27 27 28 29 -31
leaf_value=1.1650062145670985e-06 -9.625196086112144e-07 2.3139925967067639e-06 1.3203557583355262e-06 -1.492031310996416e-06 6.0333120732788563e-07 -1.2956009032600541e-06 -1.2683570315383132e-06 5.7353761052502749e-07 7.9028733328255926e-07 -9.3584387236155126e-07 -1.8406749862766875e-06 2.4141172491995568e-06 -2.0324768281005329e-06 -2.2771132580601264e-06 6.0946960218188911e-07 1.0201532161553241e-06 2.1064061645148514e-06 1.1938927554247597e-06 -1.3135534405250839e-06 2.0677886854255949e-06 -8.8249182215058213e-07 1.7146540964555851e-06 -8.9907410336523115e-07 1.5872935027464001e-06 -2.2092495241633427e-06 4.0117837443176544e-07 -5.4928626020769005e-08 1.8678210368534564e-06 3.7859331479002854e-07 -7.1160551700896499e-07
leaf_weight=23 23 21 22 28 35 28 23 23 23 36 34 21 22 20 20 29 32 39 20 22 39 21 34 27 21 21 2154 25 180 55
leaf_count=23 23 21 22 28 35 28 23 23 23 36 34 21 22 20 20 29 32 39 20 22 39 21 34 27 21 21 2154 25 180 55
internal_value=0 7.14009e-09 2.90922e-08 -2.81446e-07 -1.03978e-07 -2.62669e-07 -3.67146e-08 -2.99949e-07 -2.8322e-08 -3.47441e-07 1.23033e-08 5.3892e-07 -3.56061e-07 4.75983e-11 -8.33822e-07 1.21634e-08 4.8937e-07 -2.19468e-07 -6.75908e-09 3.18608e-09 -8.16138e-09 5.1585e-09 -8.98069e-09 3.10042e-09 -1.51932e-08 -9.04036e-07 1.00239e-10 -1.76521e-08 2.91169e-07 1.2344e-07
internal_weight=0 3098 2879 219 191 156 128 105 82 59 2858 65 44 2793 40 2753 105 73 2648 2628 2599 2560 2539 2505 2483 42 2441 2414 260 235
internal_count=3121 3098 2879 219 191 156 128 105 82 59 2858 65 44 2793 40 2753 105 73 2648 2628 2599 2560 2539 2505 2483 42 2441 2414 260 235
is_linear=0
shrinkage=0.1


Tree=7695
num_leaves=31
num_cat=0
split_feature=11 47 2 47 10 0 0 10 34 1204 132 15 1185 2 9 2 1373 133 1373 457 150 148 16 12 49 49 49 12 160 51
split_gain=2.21993e-09 2.03642e-09 2.2228e-08 8.61665e-09 3.3136e-09 8.62183e-09 5.35881e-09 5.29603e-09 3.56939e-09 3.0504e-09 3.10481e-09 5.90315e-08 4.30722e-08 8.27112e-09 3.0348e-09 9.25001e-09 2.73355e-09 1.55433e-08 2.51475e-08 4.99779e-09 4.39378e-09 4.52426e-09 6.92149e-09 9.08548e-09 8.28038e-09 5.33422e-09 5.2165e-09 7.25975e-09 1.46625e-08 1.29371e-08
threshold=-0.072629999999999986 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.0093599999999999985 -0.084804999999999978 -0.057069999999999989 -1.0000000180025095e-35 -0.057544999999999992 0.053645000000000005 -0.083284999999999984 0.091650000000000023 -1.0000000180025095e-35 0.082850000000000021 0.092890000000000014 -0.080614999999999978 1.0000000180025095e-35 0.08622500000000001 0.08789000000000001 0.31508000000000008 0.12765500000000005 -0.10069499999999999 -0.50992999999999988 0.086915000000000006 -0.045154999999999994 0.15665000000000004 0.10440000000000001 0.090165000000000009 0.08443500000000001 -0.44986999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7 -6 -9 10 11 13 -12 -10 15 -14 19 18 -18 20 21 -17 23 24 -23 26 -24 28 -28 -29
right_child=1 2 -4 -5 7 6 -8 8 9 -11 12 -13 14 -15 -16 16 17 -19 -20 -21 -22 22 25 -25 -26 -27 27 29 -30 -31
leaf_value=-1.0247006157117409e-06 1.8801088910770567e-06 -3.4583015559519484e-06 -2.1616368121185389e-08 2.0064890489638031e-06 -1.5476146891366874e-06 -1.0442218239397275e-06 6.9809683648089988e-07 1.1762873677630874e-06 -2.1788991170978989e-06 1.0764217957050558e-06 -4.4464234427075347e-06 5.3686465521639636e-06 -1.8891862518662842e-06 1.4578734795510106e-10 1.0337737294260511e-06 1.3823351957359157e-06 4.3612748697796636e-06 -1.4638102925346175e-06 -2.8145817968347082e-07 -1.3395543321946338e-06 1.1329025362690171e-06 -3.9134412493998146e-07 3.4514536797455228e-08 8.0960760597422045e-07 -2.7408659155033396e-06 1.5568821078721325e-06 -9.1240170682162046e-07 -3.2143121102209358e-06 2.4482708936091062e-06 -4.1832311627192625e-07
leaf_weight=21 34 20 319 22 22 31 41 26 20 26 22 21 26 135 28 23 20 24 28 28 34 30 1907 22 30 22 37 23 20 59
leaf_count=21 34 20 319 22 22 31 41 26 20 26 22 21 26 135 28 23 20 24 28 28 34 30 1907 22 30 22 37 23 20 59
internal_value=0 6.93474e-09 -2.24371e-07 3.53348e-08 1.95022e-08 5.67687e-07 -5.20681e-08 -2.56673e-09 1.04517e-08 -1.27433e-09 -1.2224e-08 3.93087e-07 -4.21588e-08 -2.81021e-07 -1.11947e-09 -1.354e-08 7.59866e-09 6.14073e-07 1.65301e-06 -1.19388e-08 4.90458e-09 -1.27447e-08 -2.76688e-08 -9.28719e-07 -1.56611e-06 8.05945e-09 -8.59456e-09 -6.00027e-07 2.66782e-07 -1.20256e-06
internal_weight=0 3100 339 2761 2739 106 72 2633 2611 2585 2559 176 2383 155 2361 2333 2307 72 48 2235 2207 2173 2150 82 60 2068 2046 139 57 82
internal_count=3121 3100 339 2761 2739 106 72 2633 2611 2585 2559 176 2383 155 2361 2333 2307 72 48 2235 2207 2173 2150 82 60 2068 2046 139 57 82
is_linear=0
shrinkage=0.1


Tree=7696
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1 1 1203 0 133 15 1429 156 46 453 150 2 2 51 4 160 2 157 48 48 151 483 482 159 158 4
split_gain=1.95533e-09 1.25618e-08 5.71899e-09 4.6084e-09 2.23908e-09 2.23572e-09 3.03547e-09 4.62092e-09 2.60066e-09 2.18445e-09 1.94071e-09 6.31664e-09 1.86599e-09 2.4557e-09 3.19088e-09 2.66363e-09 1.29195e-08 1.47923e-08 1.40369e-08 1.39145e-08 7.99451e-09 6.19339e-09 6.56588e-09 1.46145e-08 6.01844e-09 6.30898e-09 1.77106e-08 6.92785e-09 1.37017e-08 6.21892e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.16773500000000005 0.089625000000000024 0.085685000000000011 -0.09515499999999999 -0.41317499999999996 0.083840000000000012 -0.23752499999999996 0.32523500000000005 0.10987500000000001 0.10071000000000001 -0.11226499999999999 0.10613000000000002 0.10981000000000002 -0.087719999999999979 -0.0086549999999999978 0.11205000000000002 0.10497000000000002 0.065625000000000003 -0.075224999999999986 -0.031249999999999997 0.077805000000000013 0.10143000000000001 0.090355000000000005 0.11084000000000001 0.090905000000000014 -0.15764999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 10 6 7 -1 -9 -10 -3 12 13 14 -12 20 17 -17 -19 21 -16 22 -18 -24 25 26 27 28 29 -25
right_child=1 4 -4 -5 -6 -7 -8 8 9 -11 11 -13 -14 -15 15 16 19 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=1.234940613926483e-06 2.4588017043112943e-06 -9.7011529874180271e-07 -1.7108065007676033e-06 -1.5054189534999924e-06 -1.0502809141144099e-06 -6.1735793968415762e-07 1.2710365311363603e-06 -1.3078036457869758e-06 6.6814051089230431e-07 -4.7770200544951738e-07 9.8421693949011102e-07 1.7893093081511323e-06 9.4496680330415812e-07 -1.105319013348094e-06 2.1747744208846804e-08 -3.3073774631020573e-06 -1.9874421968779645e-06 1.2548220966992733e-06 -1.7439461525764028e-06 2.131038457201643e-06 1.5246007279756669e-06 1.2914751864470951e-06 2.3766370480354288e-06 -1.6921088319220092e-06 -1.7726629937442342e-06 -1.4507368103165521e-06 2.5218947707799092e-06 -1.7154901852650097e-06 2.4313091432759393e-06 -1.1893430579546857e-07
leaf_weight=25 21 20 25 21 20 38 24 20 28 41 33 20 21 20 2111 26 20 27 37 29 36 29 22 28 25 35 25 29 20 245
leaf_count=25 21 20 25 21 20 38 24 20 28 41 33 20 21 20 2111 26 20 27 37 29 36 29 22 28 25 35 25 29 20 245
internal_value=0 2.19013e-08 -2.86032e-07 -1.05223e-07 4.11985e-09 6.18458e-08 2.48873e-07 3.36807e-08 -3.03752e-07 -1.27224e-08 1.14984e-08 1.84161e-08 5.84764e-09 -1.2033e-09 6.74855e-09 -5.00671e-09 -1.91848e-07 -1.29597e-06 -4.78841e-07 4.15008e-09 4.6947e-08 -1.24887e-07 -2.16367e-07 -1.33799e-07 -2.69499e-07 -1.71124e-07 -4.20565e-08 -2.41121e-07 -9.51938e-08 -2.80286e-07
internal_weight=0 2899 222 197 2878 176 138 114 89 69 2858 2838 2818 2797 2777 2744 597 90 64 507 2147 478 449 429 407 382 347 322 293 273
internal_count=3121 2899 222 197 2878 176 138 114 89 69 2858 2838 2818 2797 2777 2744 597 90 64 507 2147 478 449 429 407 382 347 322 293 273
is_linear=0
shrinkage=0.1


Tree=7697
num_leaves=31
num_cat=0
split_feature=1 1 1 482 16 1 1184 15 376 39 9 10 45 47 0 15 3 9 133 10 47 0 42 3 2 40 12 0 1427 1373
split_gain=1.98425e-09 9.00429e-09 5.20775e-09 5.23001e-09 5.75716e-09 4.3379e-09 3.68022e-09 3.6581e-09 3.11775e-09 3.18505e-09 1.00465e-08 7.77542e-09 3.68432e-09 3.22067e-09 1.9485e-08 6.39272e-08 2.15554e-08 1.73838e-08 1.78732e-08 6.02714e-09 4.26317e-09 3.70809e-09 4.77341e-09 4.34106e-09 3.49363e-09 3.28441e-09 4.62984e-09 1.54358e-08 4.39148e-09 5.34561e-09
threshold=0.13534000000000004 0.13756000000000004 0.13927000000000003 0.090355000000000005 -0.48836499999999994 0.13408500000000004 0.084515000000000021 -0.016799999999999995 0.091135000000000008 -1.0000000180025095e-35 0.092235000000000011 0.0036750000000000007 0.094030000000000016 0.092165000000000011 -0.10224499999999999 -0.11713499999999999 -0.042499999999999989 -0.013509999999999999 0.086990000000000012 -0.0093599999999999985 0.089640000000000011 -0.091354999999999978 0.094165000000000013 -0.079594999999999985 0.089775000000000008 -0.083564999999999987 -1.0000000180025095e-35 -0.14649999999999996 0.089335000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 6 8 -6 9 -1 11 12 13 17 15 -15 21 18 -11 -19 25 -16 23 24 -23 -21 27 -27 29 -28
right_child=1 2 3 -5 7 -7 -8 -9 -10 10 -12 -13 -14 14 16 -17 -18 19 -20 20 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=9.5426599786323279e-07 -1.7618959169648665e-06 1.5202241343104106e-06 -2.0119765176218605e-06 1.2818802247238638e-06 1.807689001394293e-07 1.4879428454150911e-06 -1.0090819159813691e-06 -1.3434976619919326e-06 -1.0675325547446426e-06 4.1469161195501714e-06 -1.7698996436644349e-06 1.5433020902331491e-06 -1.2977501509816476e-06 5.468695660151992e-07 -9.8728227083918933e-07 -6.3280483681453563e-06 2.9796903049827962e-06 1.3953834010038691e-06 2.1128351233658451e-08 -8.9494779250511977e-07 -1.3122445049399783e-06 4.8740685845890157e-07 -9.3592017427519246e-07 1.355397271633289e-06 -1.1124171242911307e-06 2.5280337223154706e-06 -3.3452160870277059e-08 -3.6676534229875625e-08 1.1544555027767549e-06 9.4786397519847182e-07
leaf_weight=37 35 20 20 20 74 20 35 20 26 21 31 34 21 38 46 21 24 32 21 38 24 39 35 33 21 32 2125 88 33 57
leaf_count=37 35 20 20 20 74 20 35 20 26 21 31 34 21 38 46 21 24 32 21 38 24 39 35 33 21 32 2125 88 33 57
internal_value=0 -3.14057e-07 1.49968e-08 -2.09664e-07 -4.71338e-07 2.02396e-08 1.01592e-08 -1.43543e-07 2.25588e-08 3.25e-08 2.03801e-08 4.03221e-08 2.17331e-08 3.18904e-08 -3.05025e-07 -1.90014e-06 1.70286e-07 6.69317e-08 2.08402e-06 3.20541e-08 1.38536e-08 -2.17218e-07 5.95235e-08 4.34153e-07 -7.25315e-08 2.72655e-08 4.22737e-08 6.47246e-07 9.49862e-09 -7.81741e-09
internal_weight=0 189 154 134 114 2932 2912 94 2877 2851 2814 2783 2749 2728 257 59 198 2471 42 2429 2397 174 128 93 60 2373 2335 120 2215 2182
internal_count=3121 189 154 134 114 2932 2912 94 2877 2851 2814 2783 2749 2728 257 59 198 2471 42 2429 2397 174 128 93 60 2373 2335 120 2215 2182
is_linear=0
shrinkage=0.1


Tree=7698
num_leaves=31
num_cat=0
split_feature=104 11 34 12 33 124 1 44 158 482 42 482 42 13 2 39 39 132 1186 132 15 2 2 12 455 2 484 475 133 1
split_gain=2.20106e-09 2.40271e-09 3.41803e-09 2.4337e-08 6.05128e-09 4.8304e-09 3.09098e-09 2.00852e-09 6.63456e-09 2.16477e-09 1.63424e-08 1.17988e-08 9.7468e-09 3.89305e-09 4.27245e-09 3.29315e-09 5.25582e-09 2.97669e-09 5.06271e-08 2.74821e-08 5.05713e-09 3.74731e-09 3.66223e-09 3.49043e-09 3.00613e-09 5.32611e-09 2.67423e-09 1.99525e-08 1.20279e-08 1.49138e-08
threshold=0.088500000000000009 -0.072629999999999986 -0.057544999999999992 -0.040564999999999997 -1.0000000180025095e-35 -0.084284999999999985 0.10871500000000002 0.099360000000000018 -0.47356499999999996 0.089605000000000018 0.096450000000000022 0.086210000000000023 0.089625000000000024 -0.078704999999999983 0.092235000000000025 -0.020804999999999994 -0.082829999999999987 -0.083284999999999984 0.0044650000000000011 -0.069704999999999989 0.092400000000000024 0.089320000000000024 0.10136500000000002 0.090165000000000009 0.08729000000000002 0.087955000000000019 0.086135000000000017 -0.085734999999999992 0.090665000000000009 0.085475000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 -3 8 -6 11 12 15 13 14 -11 16 -10 18 20 -19 21 23 -23 -17 26 -26 -21 -28 29 -29
right_child=-2 2 4 -5 7 -7 -8 -9 9 10 -12 -13 -14 -15 -16 17 -18 19 -20 24 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-1.0851247876075831e-06 -9.5396754839309011e-07 -5.1401878295109785e-07 -1.7367769805787251e-06 3.6884908078604895e-06 1.5771520237548328e-06 -1.4294693225262259e-06 1.2441003423191434e-06 -8.0559413352906023e-07 2.282854718297737e-07 -4.3752596070589792e-08 -2.4112126725082906e-06 2.2298178506593067e-06 2.1817421497871694e-06 6.7719464852651136e-07 -1.7102129399972913e-06 6.8959745522789719e-08 -1.8645237351696172e-06 -3.7045314451233935e-06 5.1630414418468723e-06 -2.819161730501251e-08 -1.4882254722200137e-06 1.7458720546673331e-06 4.7226673890084689e-08 -1.2283016518819882e-06 1.8080494248238209e-06 -3.2535198183257888e-07 3.3502961116482766e-06 -1.0978202389287128e-06 1.8944054740391687e-06 1.1367142434437482e-06
leaf_weight=20 24 20 20 20 27 24 20 30 24 40 31 24 20 31 25 80 24 20 20 2241 24 22 30 28 25 22 20 93 28 44
leaf_count=20 24 20 20 20 27 24 20 30 24 40 31 24 20 31 25 80 24 20 20 2241 24 22 30 28 25 22 20 93 28 44
internal_value=0 7.39387e-09 1.44951e-08 6.43621e-07 -3.16167e-09 -3.07901e-07 3.65041e-07 8.50072e-09 1.67993e-08 2.35164e-09 -3.716e-07 2.22039e-08 1.73469e-07 -2.44921e-07 -6.84699e-07 2.90233e-09 -8.18119e-07 1.75145e-08 3.84773e-07 -1.2538e-08 -1.34604e-07 6.84395e-08 7.65884e-07 -2.67367e-07 1.73205e-08 8.09436e-07 1.97445e-09 3.67391e-07 5.82726e-09 -3.8016e-07
internal_weight=0 3097 3077 84 2993 64 40 2973 2943 2916 147 2769 116 96 65 2745 48 2697 204 2493 184 160 52 108 2473 47 2426 185 165 137
internal_count=3121 3097 3077 84 2993 64 40 2973 2943 2916 147 2769 116 96 65 2745 48 2697 204 2493 184 160 52 108 2473 47 2426 185 165 137
is_linear=0
shrinkage=0.1


Tree=7699
num_leaves=31
num_cat=0
split_feature=1211 50 1 3 3 1212 1186 1200 128 4 401 402 128 133 394 393 402 1209 1185 1203 394 1176 1186 128 128 128 132 131 132 0
split_gain=1.95861e-09 9.79245e-09 5.63004e-09 3.50441e-09 1.00327e-08 3.27917e-09 2.72682e-09 2.49769e-09 3.18753e-09 5.35264e-09 4.05998e-09 5.26451e-09 4.19833e-09 6.97721e-09 3.33595e-09 4.55595e-09 3.20484e-09 2.96584e-09 2.46842e-09 2.93182e-09 2.69614e-09 7.1575e-09 3.09501e-09 2.5511e-09 6.52529e-09 3.9595e-09 5.46588e-09 7.86938e-09 4.0357e-09 8.36345e-09
threshold=0.087635000000000005 0.096900000000000014 0.087325000000000014 -0.080484999999999987 -0.082974999999999979 0.10909000000000001 -0.095479999999999982 0.090100000000000013 0.10979500000000002 0.010840000000000001 -0.06959499999999999 -0.43418999999999991 0.10264000000000002 -0.0023199999999999996 -0.14580499999999996 0.10389500000000002 0.23460000000000003 0.14268500000000003 0.08790000000000002 -1.0000000180025095e-35 -0.09139499999999999 1.0000000180025095e-35 -0.086714999999999987 0.09445000000000002 0.089035000000000017 0.079650000000000012 0.11297500000000001 0.11368500000000002 0.093160000000000007 -0.047369999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -5 -1 8 10 -10 -8 -12 14 -14 -13 16 17 18 19 -16 -21 22 -22 24 25 26 28 -28 -24 -30
right_child=1 -3 -4 5 -6 -7 7 -9 9 -11 11 12 13 -15 15 -17 -18 -19 -20 20 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-9.6642394017483945e-07 -2.2012037451051784e-07 1.9686215004336798e-06 -1.4209894220111135e-06 -1.3332929478693247e-06 2.5302149513858503e-06 4.7755621267242533e-07 1.0247159759601524e-06 9.4919087595607615e-07 -1.5333347930176648e-06 4.0563151344485964e-07 -1.4322511191267041e-06 -1.1037851721645049e-06 -3.6223104473265265e-07 2.2184794850297542e-06 1.1966898841819785e-06 1.0954201779650002e-06 -1.0012597140621782e-06 1.2034827864226828e-06 -1.0078214697841759e-06 1.1097389731384327e-06 1.2259267850822654e-06 -1.9123401364140591e-06 -3.5313641331924805e-08 1.0031066513723394e-06 -1.8318695123298312e-06 1.0377666213961285e-06 -2.42979697153314e-06 -3.4803800270524603e-08 1.1610879009428853e-07 2.4545725489133473e-06
leaf_weight=30 36 30 24 20 21 20 38 27 35 24 26 28 20 22 20 37 33 20 25 21 20 20 2303 24 20 35 23 34 65 20
leaf_count=30 36 30 24 20 21 20 38 27 35 24 26 28 20 22 20 37 33 20 25 21 20 20 2303 24 20 35 23 34 65 20
internal_value=0 3.51327e-07 -4.96554e-08 2.89644e-07 7.93161e-07 -4.27868e-07 -1.78669e-08 -8.18779e-09 -1.70615e-08 -7.44603e-07 -2.02126e-09 -1.58764e-08 -2.67719e-09 9.8957e-07 -1.78425e-08 -6.66372e-09 -2.1862e-08 -9.66577e-09 -1.88912e-08 -9.40054e-09 -1.8732e-08 -2.79745e-08 -1.31603e-08 -2.29788e-08 -3.28292e-08 -1.83208e-08 -3.34386e-08 -1.0012e-06 -1.03387e-08 6.66336e-07
internal_weight=0 151 121 97 57 40 2970 2940 2913 59 2854 2816 2790 42 2748 2720 2683 2650 2630 2605 2585 2564 2544 2524 2500 2480 2445 57 2388 85
internal_count=3121 151 121 97 57 40 2970 2940 2913 59 2854 2816 2790 42 2748 2720 2683 2650 2630 2605 2585 2564 2544 2524 2500 2480 2445 57 2388 85
is_linear=0
shrinkage=0.1


Tree=7700
num_leaves=31
num_cat=0
split_feature=160 159 52 2 52 2 42 16 16 2 3 1447 42 1447 484 1447 1456 15 1452 12 1456 483 50 51 44 1428 156 2 152 4
split_gain=1.89818e-09 9.96872e-09 2.32568e-09 1.15505e-08 3.63325e-08 1.96284e-08 8.49265e-09 1.11778e-08 6.38025e-09 1.21421e-08 7.17121e-09 3.92607e-09 1.75784e-08 8.70433e-09 5.48603e-09 3.29037e-09 3.2947e-09 1.96673e-08 1.04027e-08 9.43003e-09 3.78869e-09 5.45702e-09 5.69759e-09 4.35505e-09 2.74914e-09 5.33835e-09 2.78244e-09 9.74318e-09 5.29007e-09 3.48135e-09
threshold=-0.54913999999999985 -0.025879999999999997 0.26746000000000009 0.089775000000000008 0.41173500000000007 0.094215000000000007 0.096235000000000015 -0.065229999999999996 -0.040964999999999994 0.10402500000000002 -0.071799999999999989 -0.086424999999999988 0.085225000000000009 -0.085754999999999984 -0.081614999999999979 -0.084334999999999979 -0.081594999999999987 -0.067579999999999987 0.08537500000000002 0.088045000000000012 -0.06457499999999998 -0.47181499999999993 -0.46943999999999991 -0.43587999999999999 0.084760000000000016 -0.020064999999999996 -0.065739999999999979 0.10327000000000001 0.083250000000000018 -0.51253999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 -4 -5 7 -6 9 -7 -10 12 14 -13 -2 -15 17 19 20 -17 -18 -22 -23 -24 25 -25 27 -27 29 -28
right_child=2 -3 3 5 6 8 -8 -9 10 -11 -12 13 -14 15 -16 16 18 -19 -20 -21 21 22 23 24 -26 26 28 -29 -30 -31
leaf_value=-6.8474981982503928e-07 5.603900626738323e-07 1.7923546209885901e-06 -4.6048217303715105e-06 3.1178109257520451e-06 4.5157966326314637e-07 1.780375767085014e-06 1.5104481660629341e-06 -2.1864779933695963e-06 -4.7802638236087093e-08 -1.1227395443711431e-06 -2.2557807000112007e-06 -1.98584121190751e-06 3.2673959401563482e-06 1.0707849010659315e-06 -1.5157723890979469e-06 -3.6528984646731653e-07 -1.2808260242249875e-06 -2.308769128143094e-06 1.6636845528912664e-06 2.2878499554021153e-06 1.6137531767006814e-06 -1.6072080546275009e-06 1.4099222074616012e-06 -1.4405077641080986e-06 9.3240265311666709e-07 -2.4187979294928923e-07 -8.1163949095989319e-07 2.4728657257355737e-06 -1.5969863051439116e-06 1.5923878842106255e-08
leaf_weight=33 35 32 23 21 36 34 23 29 38 25 24 22 20 29 20 37 23 39 38 21 21 22 22 26 31 39 52 20 21 2265
leaf_count=33 35 32 23 21 36 34 23 29 38 25 24 22 20 29 20 37 23 39 38 21 21 22 22 26 31 39 52 20 21 2265
internal_value=0 5.34748e-07 -1.13647e-08 -3.01733e-07 -1.06596e-06 2.95655e-07 -1.41031e-07 -7.254e-07 -1.9414e-07 5.50242e-07 -9.02504e-07 1.48441e-08 7.28615e-07 -4.77939e-09 -1.94578e-07 1.13268e-08 -1.50327e-10 -5.72298e-07 2.13606e-08 5.9533e-07 -3.19023e-09 8.47536e-09 -5.01977e-09 9.21615e-09 -3.34112e-09 -1.53131e-08 1.45858e-10 6.78373e-07 -1.69694e-08 -2.64897e-09
internal_weight=0 65 3056 253 111 142 88 65 121 59 62 2803 75 2728 55 2706 2677 97 2580 58 2542 2519 2498 2476 2454 2423 2397 59 2338 2317
internal_count=3121 65 3056 253 111 142 88 65 121 59 62 2803 75 2728 55 2706 2677 97 2580 58 2542 2519 2498 2476 2454 2423 2397 59 2338 2317
is_linear=0
shrinkage=0.1


Tree=7701
num_leaves=31
num_cat=0
split_feature=10 0 15 10 9 3 2 9 4 45 484 484 484 484 1456 1456 481 0 2 0 52 3 51 0 12 12 2 2 0 13
split_gain=1.83893e-09 2.72556e-08 2.55408e-08 1.04152e-08 2.84644e-09 1.13795e-08 2.87497e-09 2.58745e-09 3.03161e-08 1.98363e-09 1.86663e-09 3.48165e-09 2.91341e-09 3.3578e-09 3.05736e-09 1.13478e-08 7.30265e-09 2.04448e-08 1.31044e-08 7.26307e-09 3.71353e-09 1.01153e-08 3.13729e-09 3.50334e-09 2.85472e-09 1.83483e-08 7.92878e-09 1.64483e-08 1.1254e-08 1.39365e-08
threshold=-0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.090429999999999996 0.085555000000000006 -0.083784999999999984 -0.045829999999999989 -0.013509999999999999 0.053180000000000012 0.094030000000000016 -0.52850499999999989 -0.48714499999999994 -0.24386999999999998 -0.22288999999999995 0.0058550000000000008 0.083250000000000018 -0.081334999999999977 -0.087414999999999979 0.086330000000000004 -0.090644999999999989 -0.016329999999999997 -0.083489999999999995 -0.43587999999999999 -0.069824999999999984 0.096990000000000007 0.096525000000000014 0.11067500000000001 0.11293500000000002 0.10455500000000001 -0.080519999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -2 8 -8 10 -9 -12 -13 -14 22 -16 17 -17 -19 -18 -21 -22 23 -15 25 -24 28 -28 29 -26
right_child=4 2 3 -5 5 -7 7 9 -10 -11 11 12 13 14 15 16 19 18 -20 20 21 -23 24 -25 26 -27 27 -29 -30 -31
leaf_value=-3.3217115528714206e-06 -8.7377245225414643e-07 2.4883332688179712e-06 9.6155792194071862e-08 -2.6788211161352767e-06 2.5545680330196775e-06 -4.2321247623145945e-07 3.2824956008425945e-06 -9.51797262018772e-07 -1.9727092789946168e-06 -7.4660221879899578e-07 1.1272475067666425e-06 -9.4211511427744207e-07 9.5109005302985781e-07 -8.6433670389851611e-08 -2.3637891126782053e-06 2.7390797358434771e-06 -1.7402294654525701e-06 -2.5622159310501046e-06 1.0144251800305765e-06 -1.1671103149524243e-06 2.1940136005582645e-06 -6.9054412741083541e-07 3.7864992056722831e-08 1.7232232751310855e-06 -2.7419148760931094e-06 2.8194782833187067e-06 3.0597125487474844e-06 -2.2366654964654195e-08 -2.6256426637068534e-06 -1.2069078159708642e-07
leaf_weight=25 37 36 38 21 21 33 23 20 21 35 28 32 38 20 25 29 37 20 21 20 20 31 1989 23 22 24 20 129 23 260
leaf_count=25 37 36 38 21 21 33 23 20 21 35 28 32 38 20 25 29 37 20 21 20 20 31 1989 23 22 24 20 129 23 260
internal_value=0 -3.83868e-07 3.89249e-07 -8.91548e-07 1.53463e-08 7.34813e-07 2.16299e-09 1.33003e-08 7.7433e-07 1.61668e-09 1.0867e-08 1.77163e-08 6.55318e-09 1.75882e-08 4.51299e-09 -3.68769e-07 -8.85695e-08 7.07027e-07 -7.30278e-07 -6.04234e-07 -1.22367e-08 4.40655e-07 3.47027e-08 8.81522e-07 1.99426e-08 7.10288e-08 -2.0657e-07 3.91335e-07 -4.98661e-07 -3.25183e-07
internal_weight=0 120 95 59 3001 54 2947 2910 44 2866 2831 2811 2783 2751 2713 203 178 70 41 108 71 51 2510 43 2467 2013 454 149 305 282
internal_count=3121 120 95 59 3001 54 2947 2910 44 2866 2831 2811 2783 2751 2713 203 178 70 41 108 71 51 2510 43 2467 2013 454 149 305 282
is_linear=0
shrinkage=0.1


Tree=7702
num_leaves=31
num_cat=0
split_feature=132 132 1186 15 1186 391 129 1213 0 403 133 42 403 1209 4 16 401 0 42 133 1212 401 1212 43 43 1210 51 3 3 12
split_gain=1.83127e-09 1.14278e-08 5.1936e-09 4.60295e-09 1.82531e-09 4.35711e-09 4.19715e-09 3.16662e-09 9.86224e-09 1.24717e-08 4.62924e-09 6.85338e-09 3.40918e-09 3.50007e-09 1.99934e-08 3.01688e-08 3.14738e-09 1.29678e-08 1.08957e-08 4.34692e-09 3.28803e-09 2.91441e-08 1.60349e-08 3.69903e-09 2.4559e-08 2.23287e-08 7.46431e-09 7.09322e-09 8.62589e-09 5.67045e-09
threshold=-0.083174999999999985 -0.050879999999999988 0.049580000000000006 0.092400000000000024 0.089315000000000019 -0.086319999999999994 -0.04689999999999999 0.091280000000000014 -0.086729999999999988 -0.50388999999999984 -0.040449999999999993 -0.062154999999999995 -0.55276999999999987 -0.067109999999999989 -0.081984999999999988 -0.082404999999999992 -1.0000000180025095e-35 -0.072594999999999979 0.11747 0.50628500000000021 -0.089544999999999986 0.11336 -0.096539999999999973 0.0034250000000000005 0.0068900000000000012 -0.13847499999999999 0.081440000000000026 -0.071329999999999991 -0.013929999999999998 0.093105000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 -7 12 -9 -10 -11 -12 -8 14 -14 -16 17 18 -15 20 22 23 -18 25 -25 -22 27 29 -29 -26
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leaf_value=5.9896068343496203e-08 2.0689128775672912e-06 -1.4779313596591238e-06 -1.7731960464776161e-06 -1.3901765105401865e-06 6.9978674046806938e-07 1.3791156892363109e-06 -1.0570152330302563e-06 1.8818159326706842e-06 -2.0884260977808203e-06 1.6217445637199423e-06 1.2645354916328092e-06 -1.2341122279078422e-06 -1.8676652674995159e-06 -1.2116906387663305e-06 -3.3410912578801801e-07 4.5412723145752601e-06 -1.9037947680544677e-07 -2.5205354813806483e-06 1.9728105533951231e-06 1.3194366867234446e-06 3.2661834449668062e-06 -3.7634804200370998e-06 3.0535278409615787e-06 -3.7459827183283782e-06 1.4413741598075019e-07 -1.0964311663473512e-08 -1.7260199279007794e-06 -2.389380800120004e-06 -6.9635118713697672e-09 1.6179127919081618e-06
leaf_weight=176 27 20 21 25 37 22 32 36 23 27 21 23 22 22 30 22 64 25 21 24 21 21 20 20 95 2087 25 21 55 36
leaf_count=176 27 20 21 25 37 22 32 36 23 27 21 23 22 22 30 22 64 25 21 24 21 21 20 20 95 2087 25 21 55 36
internal_value=0 2.12035e-08 -2.76801e-07 -1.20461e-07 1.95271e-09 -7.15483e-09 3.29474e-09 -7.54238e-09 4.7438e-07 -6.46386e-08 5.90954e-07 -4.15758e-08 -3.10684e-08 -1.85902e-08 6.59407e-07 1.72855e-06 -3.82115e-08 -7.09435e-07 3.43531e-07 -1.98735e-08 -3.29135e-08 -5.46065e-08 5.81979e-07 -2.16038e-08 -3.83699e-07 2.16828e-08 -9.38473e-08 1.03275e-07 -6.65263e-07 5.49144e-07
internal_weight=0 2899 222 201 2872 2835 2815 2793 130 94 71 44 2663 2631 74 52 2557 68 43 2489 2465 2381 84 2360 252 2108 232 207 76 131
internal_count=3121 2899 222 201 2872 2835 2815 2793 130 94 71 44 2663 2631 74 52 2557 68 43 2489 2465 2381 84 2360 252 2108 232 207 76 131
is_linear=0
shrinkage=0.1


Tree=7703
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 403 401 1212 1210 402 401 43 391 130 129 1182 1213 0 0 1213 52 132 399 1204 132 1203 52 0 1212 130 16
split_gain=1.87423e-09 2.26411e-09 2.13825e-09 5.63907e-09 2.15846e-08 2.45356e-09 3.36075e-09 2.64412e-08 1.58088e-08 3.47396e-09 1.01606e-08 8.77123e-09 4.1264e-09 2.66267e-09 4.64606e-09 3.46546e-09 1.6835e-08 1.8528e-08 6.55032e-09 3.00425e-09 9.2922e-09 7.85922e-08 4.96814e-08 9.2807e-09 7.54857e-09 6.82357e-09 1.36069e-08 9.97647e-09 8.72769e-09 7.14431e-09
threshold=0.12461500000000002 0.10837500000000001 0.092250000000000013 -0.087199999999999986 -0.0047449999999999992 0.13699500000000003 -0.089544999999999986 -0.14310999999999999 0.13174500000000003 0.10711000000000001 -0.0090299999999999981 -0.088134999999999977 0.13302000000000003 -0.075474999999999987 0.084455000000000016 -0.087049999999999975 -0.086934999999999985 -0.084384999999999988 -0.085284999999999986 0.048520000000000008 -0.083284999999999984 0.091580000000000009 -0.08130999999999998 -0.1075 0.088155000000000011 0.08734500000000002 -0.097274999999999986 0.087490000000000012 0.085235000000000019 -0.092804999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 -5 11 -11 -9 13 -13 15 16 -15 -18 -17 20 21 23 -22 -20 -24 26 -21 28 29 -28
right_child=-2 -3 -4 5 -6 -7 7 9 -10 10 -12 12 -14 14 -16 18 17 -19 19 25 22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.1050752349983667e-06 -9.6494748177633475e-07 9.9469774172773571e-07 -7.6733623473046468e-07 -6.3459167208350898e-08 -1.1896950778381408e-06 -1.1130556367788813e-06 -3.5573547869543767e-06 -2.0976548779572111e-06 3.0078056262200771e-06 2.1590241986389088e-06 -6.3873295766825323e-07 9.4582820754018536e-07 1.3096125750659363e-06 -1.5496387491636529e-06 -1.464806493603729e-06 -1.8296177927368263e-06 3.7426658299528242e-06 2.1179152738460246e-07 3.7167732443776916e-07 -2.9028705639575494e-06 -4.8225330164628073e-06 6.1976164630550562e-06 4.6765150750725073e-08 -2.1838778500885521e-06 1.8710194212661941e-06 -3.1042550644714877e-08 7.5305049439724959e-07 -2.4158317651057361e-06 1.5022470957491948e-06 -1.1928614442024565e-06
leaf_weight=25 20 23 36 83 22 20 21 20 21 27 25 29 24 26 22 20 23 42 30 25 21 22 1644 27 23 668 29 20 29 54
leaf_count=25 20 23 36 83 22 20 21 20 21 27 25 29 24 26 22 20 23 42 30 25 21 22 1644 27 23 668 29 20 29 54
internal_value=0 6.21677e-09 -1.16954e-09 7.89752e-09 1.09476e-06 -9.15837e-09 -1.73721e-09 -2.19662e-08 5.567e-07 4.08401e-09 8.13949e-07 -1.09671e-08 4.05587e-09 -7.32153e-09 -1.74651e-08 -5.68508e-09 6.00945e-07 1.46118e-06 -2.68196e-08 -1.29091e-08 6.06538e-08 1.12067e-06 1.10439e-08 -8.38849e-07 7.19348e-08 -1.70468e-07 -7.6369e-07 -3.58542e-07 8.83136e-09 -5.12965e-07
internal_weight=0 3101 3078 3042 47 2995 2975 2871 104 2850 52 2798 2778 2754 2725 2703 91 65 2612 2592 1767 79 1688 57 1667 825 157 132 112 83
internal_count=3121 3101 3078 3042 47 2995 2975 2871 104 2850 52 2798 2778 2754 2725 2703 91 65 2612 2592 1767 79 1688 57 1667 825 157 132 112 83
is_linear=0
shrinkage=0.1


Tree=7704
num_leaves=31
num_cat=0
split_feature=132 1185 399 130 1186 12 52 12 12 132 47 10 33 47 47 44 47 49 133 4 12 160 12 15 160 1 1 479 160 0
split_gain=1.96788e-09 1.02686e-08 5.24627e-09 5.94046e-09 5.32367e-09 2.77379e-09 4.0691e-09 1.94147e-09 2.26416e-09 1.80683e-09 1.79255e-09 1.9838e-08 1.53083e-08 6.66427e-09 4.86433e-09 2.87217e-09 8.1736e-09 2.62747e-09 3.15776e-09 3.28178e-09 4.06567e-09 3.98907e-09 4.61085e-09 4.00201e-09 1.96169e-09 1.18238e-08 2.26115e-09 2.09918e-08 1.05656e-08 1.00805e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.091895000000000018 0.096010000000000012 0.049580000000000006 0.11232500000000002 0.090645000000000017 0.089410000000000003 0.087505000000000013 -0.095229999999999995 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.097970000000000015 0.091210000000000013 0.099360000000000018 0.10254000000000001 -0.013049999999999997 0.095000000000000015 -0.008819999999999998 0.087625000000000022 -0.016279999999999996 0.09474500000000001 -0.13843999999999998 -0.54913999999999985 0.076935000000000017 0.088975000000000012 0.086465000000000014 -0.52954999999999985 -0.23051499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 7 8 9 -1 12 -12 -3 -13 24 16 -15 -18 19 20 -19 -21 23 -23 25 -14 28 -28 -26 -30
right_child=1 10 3 -5 -6 -7 -8 -9 -10 -11 11 13 14 15 -16 -17 17 18 -20 21 -22 22 -24 -25 26 -27 27 -29 29 -31
leaf_value=5.1073283111285107e-07 2.2252441535134234e-06 -2.2666316378187428e-06 -2.3742212939079923e-06 -1.0142105482017266e-07 -1.5326028785368961e-06 -6.0509357461392537e-07 1.6599193562190824e-06 -7.2628108790966165e-07 1.1179159221578281e-06 -6.8545740359497913e-07 3.2801103111523846e-06 -1.5735941000608973e-06 -5.4895613534187623e-07 1.9152258750586446e-06 1.5212204122657827e-06 -8.4749997017752321e-07 1.0214505996373192e-06 7.7446588875318414e-08 1.0766529699356484e-06 1.0676860639099079e-06 -1.6962652463092811e-06 -6.6736925790874843e-07 -1.3393883498927742e-06 1.199873872792523e-06 1.9753250719694342e-06 2.2861964472061421e-06 -7.33383626117436e-08 -3.2736337462189289e-06 2.2461591854039397e-06 -1.3379213808008863e-08
leaf_weight=28 21 30 23 23 21 36 21 21 26 23 20 24 38 27 21 25 25 24 21 30 28 22 27 24 28 24 854 21 20 1545
leaf_count=28 21 30 23 23 21 36 21 21 26 23 20 24 38 27 21 25 25 24 21 30 28 22 27 24 28 24 854 21 20 1545
internal_value=0 2.198e-08 -2.8694e-07 -1.23782e-06 -3.84137e-08 1.64025e-07 3.96699e-07 1.26009e-07 3.58452e-07 -2.87255e-08 5.90339e-09 2.38555e-07 -2.08682e-08 1.89479e-08 5.5422e-09 1.70019e-07 2.81589e-07 6.21453e-08 -7.41196e-08 -2.30031e-07 -8.77629e-07 9.69121e-08 -3.02036e-07 3.06845e-07 -7.03853e-09 5.48522e-07 -2.09951e-08 -1.50145e-07 4.99444e-08 1.54967e-08
internal_weight=0 2899 222 46 176 155 119 98 77 51 2878 297 2581 277 2551 253 228 201 176 155 52 103 73 46 2530 62 2468 875 1593 1565
internal_count=3121 2899 222 46 176 155 119 98 77 51 2878 297 2581 277 2551 253 228 201 176 155 52 103 73 46 2530 62 2468 875 1593 1565
is_linear=0
shrinkage=0.1


Tree=7705
num_leaves=31
num_cat=0
split_feature=46 46 1428 97 374 120 130 1 9 1 131 10 34 10 42 10 2 16 52 52 13 49 52 52 15 457 2 2 0 12
split_gain=1.95315e-09 2.06871e-09 2.47095e-09 2.27886e-09 6.39038e-09 3.01318e-09 3.49272e-09 3.84713e-09 1.00283e-08 9.05317e-09 5.36139e-09 4.46349e-09 4.14331e-09 6.17667e-09 1.23234e-08 4.80137e-09 9.19715e-09 4.01997e-09 2.80791e-09 9.32403e-09 1.03355e-08 9.40805e-09 9.16013e-09 7.28205e-09 1.63002e-08 1.0351e-08 4.75539e-09 1.24252e-08 1.05751e-08 8.90763e-09
threshold=0.10987500000000001 0.083550000000000013 -0.070379999999999984 -0.086464999999999986 0.08987500000000001 1.0000000180025095e-35 -0.22461999999999996 0.13686500000000004 0.092890000000000014 0.13968000000000003 0.10156500000000002 -0.011559999999999999 -0.08786999999999999 -0.011239999999999998 0.086730000000000015 0.053330000000000009 -0.0050599999999999994 -0.105305 -0.092399999999999982 -0.085264999999999994 -0.083364999999999981 -0.0049799999999999992 -0.099454999999999974 -0.080114999999999978 -0.090344999999999995 0.41022000000000008 0.11018500000000002 0.10803500000000001 -0.067094999999999988 0.10149500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 12 -9 11 -11 -8 14 -14 16 -15 -13 22 20 -20 -22 26 24 -21 -25 27 -18 -28 -30
right_child=-2 -3 3 4 -6 -7 7 9 -10 10 -12 17 13 15 -16 -17 18 -19 19 23 21 -23 -24 25 -26 -27 28 -29 29 -31
leaf_value=8.6178533820202574e-07 9.3889715447982211e-07 -8.6232891192139507e-07 -1.0222900910279846e-06 1.2222999722009421e-06 1.4275433168983632e-06 -9.8081060677657202e-07 1.2718676207441605e-06 -2.0709680273967027e-06 1.8595919566999736e-06 -1.6033334025185771e-06 1.3306766267836187e-06 8.633630516793492e-07 -2.8701875827798837e-06 1.8469572102764722e-06 4.7690967325567359e-07 -1.3816392918215571e-06 -9.2431158015400283e-08 -8.8125570493957635e-07 2.932649557475419e-06 5.1657219218270721e-07 1.7108475143838103e-06 -7.1878009313931056e-07 -2.1242622996927216e-06 5.4216620224504067e-09 -3.2156241316401563e-06 2.2373328690827338e-06 -2.1683676593778838e-06 2.4095683624550261e-06 7.7621671988133456e-07 -1.389727130403586e-06
leaf_weight=33 22 28 22 23 31 32 25 30 29 24 21 28 22 27 22 25 362 25 22 25 30 34 24 1977 22 21 34 21 49 31
leaf_count=33 22 28 22 23 31 32 25 30 29 24 21 28 22 27 22 25 362 25 22 25 30 34 24 1977 22 21 34 21 49 31
internal_value=0 -6.6708e-09 1.13071e-09 -8.21808e-09 -8.20998e-10 -1.56549e-08 -5.19608e-09 -1.48317e-08 9.65922e-09 -5.50954e-07 -8.56431e-08 -4.71912e-07 -9.68736e-09 -2.13463e-08 -1.19664e-06 -2.22175e-09 1.06508e-08 4.04297e-08 -8.04468e-09 4.28336e-08 1.06285e-06 4.20108e-07 -2.16148e-07 -6.20098e-11 -1.23041e-06 2.88802e-08 -1.24005e-07 4.47542e-08 -6.90977e-07 -6.30865e-08
internal_weight=0 3099 3071 3038 3016 2985 2953 2930 2802 128 98 77 2773 2748 44 2704 2679 53 2652 2131 86 64 521 2045 47 1998 497 383 114 80
internal_count=3121 3099 3071 3038 3016 2985 2953 2930 2802 128 98 77 2773 2748 44 2704 2679 53 2652 2131 86 64 521 2045 47 1998 497 383 114 80
is_linear=0
shrinkage=0.1


Tree=7706
num_leaves=31
num_cat=0
split_feature=130 12 0 1429 3 51 1429 150 151 2 16 3 1429 52 154 97 34 34 34 120 484 9 9 1420 52 3 157 1425 16 16
split_gain=1.76025e-09 4.46974e-09 1.75873e-09 1.779e-09 8.08974e-09 2.56518e-08 3.56858e-08 1.67857e-08 9.52251e-09 9.49082e-09 1.60701e-08 8.80356e-09 7.27245e-09 6.70308e-09 3.94905e-09 4.00375e-09 5.28229e-09 4.7243e-09 4.59235e-09 5.01943e-09 3.75328e-09 3.24921e-09 7.09634e-09 2.63113e-09 4.56038e-09 5.8982e-09 7.79473e-09 4.74041e-09 3.47242e-09 1.43774e-08
threshold=-0.23647499999999996 0.23631000000000002 0.22582000000000002 0.032755000000000006 -0.087429999999999994 -0.085604999999999987 0.084180000000000019 0.10874500000000002 -0.081779999999999978 0.087470000000000006 -0.008904999999999998 -0.085709999999999995 0.091545000000000015 -0.53447999999999996 0.084190000000000001 -0.084639999999999979 -0.08786999999999999 -0.072169999999999984 -0.0011599999999999998 0.090440000000000006 0.085130000000000011 0.091600000000000015 0.037245000000000007 -0.08341999999999998 -0.56368999999999991 -0.24210499999999999 -0.41966499999999995 0.09198000000000002 0.15891500000000003 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 14 8 6 -6 9 -5 -7 -11 -12 -13 -10 15 -2 -17 -18 -19 21 -15 22 23 -20 -25 -26 -27 28 -28 -30
right_child=1 -3 -4 4 5 7 -8 -9 13 10 11 12 -14 20 -16 16 17 18 19 -21 -22 -23 -24 24 25 26 27 -29 29 -31
leaf_value=-9.351369828891621e-07 -1.1948695205150957e-06 1.4263449471550097e-06 -9.3881014038288415e-07 2.3702600210320023e-06 -5.8007636763690586e-06 1.3669940935520013e-06 -4.7734768834155095e-07 2.5728177527763249e-06 1.5323872423778087e-06 -2.7296503977443838e-06 1.8020855509348622e-06 -1.9663865984398399e-06 2.9370795423184455e-07 3.0497291509559349e-07 1.3934038030410671e-06 1.2675081614040265e-06 -1.3550609572803297e-06 1.4030864453692024e-06 1.063974573496481e-06 1.5176269889914033e-06 -1.4334065666701094e-06 -9.1714454278620632e-07 1.8450939348570372e-06 -1.2360344805036524e-06 1.5644000583847628e-06 -1.9770308205124823e-06 3.8478976344867018e-08 1.5011794121597805e-06 -2.3265644168546376e-06 -9.0281914061842385e-08
leaf_weight=20 27 22 20 22 20 26 34 23 20 30 20 24 35 23 21 34 25 24 23 22 27 38 21 30 24 20 2110 21 32 283
leaf_count=20 27 22 20 22 20 26 34 23 20 30 20 24 35 23 21 34 25 24 23 22 27 38 21 30 24 20 2110 21 32 283
internal_value=0 6.03242e-09 -4.11596e-09 1.99515e-09 -2.27579e-07 -5.67404e-07 -2.44898e-06 7.56668e-08 5.55499e-07 -3.49774e-07 -7.59278e-07 -1.10353e-08 -6.25653e-07 -1.48551e-08 2.73274e-08 1.68345e-08 2.89202e-08 1.31656e-08 2.60832e-08 1.34886e-08 -6.33752e-07 7.71103e-10 1.43752e-08 -7.42851e-10 -1.04605e-08 4.30544e-09 -1.0878e-08 5.19851e-09 -7.75637e-09 -3.1746e-07
internal_weight=0 3101 3079 3059 304 212 54 158 92 135 109 79 59 70 2755 2734 2707 2673 2648 2624 50 2602 2564 2543 2520 2490 2466 2446 2425 315
internal_count=3121 3101 3079 3059 304 212 54 158 92 135 109 79 59 70 2755 2734 2707 2673 2648 2624 50 2602 2564 2543 2520 2490 2466 2446 2425 315
is_linear=0
shrinkage=0.1


Tree=7707
num_leaves=31
num_cat=0
split_feature=12 130 44 1429 156 0 474 132 50 1185 1203 12 133 403 12 12 12 42 16 133 13 2 12 4 133 3 2 13 133 1374
split_gain=1.77711e-09 3.63755e-09 1.65563e-09 3.94935e-09 4.72697e-09 2.77188e-09 2.23152e-09 1.99203e-09 4.94359e-08 2.92662e-08 6.90858e-09 2.32687e-09 2.57586e-09 3.36854e-09 2.47188e-09 2.28938e-09 7.53113e-09 2.41679e-08 4.00347e-08 3.68116e-08 3.42539e-08 2.03304e-08 1.88553e-08 1.04736e-08 6.18634e-09 2.50228e-08 1.55506e-08 2.3648e-08 7.81905e-09 1.12922e-08
threshold=0.23631000000000002 -0.22461999999999996 0.084760000000000016 -0.23752499999999996 0.32523500000000005 -0.11991499999999998 0.11568500000000002 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.11527000000000001 -0.37971999999999995 -0.020569999999999995 0.096645000000000009 0.086305000000000007 0.08493500000000001 0.087505000000000013 -0.087989999999999985 -0.020859999999999997 -0.087184999999999985 0.087470000000000006 0.084735000000000019 -0.0082299999999999995 0.091250000000000012 -0.086274999999999977 0.083715000000000026 -0.081224999999999978 0.089405000000000012 0.088460000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -4 7 8 10 -9 11 12 14 -14 -5 16 22 18 19 -18 -20 23 24 -22 28 -26 -27 -28 29 -11
right_child=-2 2 5 4 -6 -7 -8 9 -10 15 -12 -13 13 -15 -16 -17 17 -19 20 -21 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=1.1621372904200043e-06 -8.7576712530790252e-07 -1.4132943383060594e-06 1.4025406451103416e-06 -3.2476725664309923e-08 1.5288453164430392e-06 -1.5145305383157394e-07 -8.865947385292484e-07 -3.6607234919343186e-06 5.0228438669819298e-06 -1.7365692653957664e-07 -1.9582917084903782e-06 1.0187329701238924e-06 -1.6489225241291306e-07 1.1669209555975613e-06 -1.604699432391499e-06 8.6389455579421877e-08 5.2711354741900742e-06 -3.390528883682821e-06 -4.5178982247762183e-06 -6.5662916426845196e-07 -1.6605046498212191e-07 -2.4013233725429844e-06 2.2552745242086934e-06 2.5483167465132458e-06 3.4902023221169056e-06 1.6967551898362997e-06 -3.8100500032236423e-06 5.6529059160463168e-07 -1.9753300033125531e-06 1.7994438708986615e-06
leaf_weight=27 23 20 22 20 20 24 29 22 20 875 20 20 91 24 20 1462 22 28 24 20 44 31 36 21 24 28 21 30 23 30
leaf_count=27 23 20 22 20 20 24 29 22 20 875 20 20 91 24 20 1462 22 28 24 20 44 31 36 21 24 28 21 30 23 30
internal_value=0 6.49934e-09 -3.66094e-09 -1.27153e-08 -3.39364e-09 5.91761e-07 -1.36599e-08 -5.09592e-09 2.88014e-07 -2.80871e-08 -1.97609e-07 3.61168e-09 -1.27372e-07 1.13051e-07 -8.18588e-07 1.30537e-09 -9.76548e-08 -6.77708e-07 -2.08826e-07 2.44839e-06 -1.13885e-06 -2.9409e-07 5.63493e-09 7.10899e-07 -7.2917e-08 6.62346e-07 -1.96749e-07 -1.23632e-06 -1.54525e-07 -1.0825e-07
internal_weight=0 3098 3071 3025 3005 46 2985 2956 215 2741 195 175 155 115 40 2719 1257 190 162 42 120 96 1067 65 1031 103 79 51 928 905
internal_count=3121 3098 3071 3025 3005 46 2985 2956 215 2741 195 175 155 115 40 2719 1257 190 162 42 120 96 1067 65 1031 103 79 51 928 905
is_linear=0
shrinkage=0.1


Tree=7708
num_leaves=31
num_cat=0
split_feature=156 156 1429 474 155 475 46 31 34 34 34 9 16 9 154 1456 159 1456 4 1456 1456 3 1456 1456 159 1451 1455 3 1455 158
split_gain=2.15995e-09 2.90726e-09 3.12378e-09 4.91547e-09 2.09162e-09 2.96936e-09 1.95648e-09 1.90581e-09 3.36228e-09 4.83084e-09 6.30238e-09 6.19718e-09 1.32158e-08 8.26472e-09 2.14301e-09 2.38714e-09 1.35785e-08 4.06876e-09 6.358e-09 4.17287e-09 4.50608e-09 4.2481e-08 1.19312e-08 8.5609e-09 2.88782e-09 2.40462e-09 4.34405e-09 5.40297e-09 3.03737e-09 4.84138e-09
threshold=0.3248100000000001 0.14862 0.12387000000000002 -0.23025999999999996 0.11562500000000002 0.11922500000000001 0.10123000000000001 -0.086779999999999982 -0.08786999999999999 -0.083689999999999987 -0.057544999999999992 0.091600000000000015 -0.39185999999999993 0.082870000000000013 0.084190000000000001 0.11510000000000002 0.096890000000000018 0.092265000000000014 -0.023539999999999995 0.088395000000000015 0.085755000000000012 -0.085784999999999986 0.085105000000000014 0.081770000000000023 0.14765500000000001 0.089825000000000002 -0.14432499999999995 -0.082794999999999994 -0.088874999999999982 -0.4686749999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -9 -10 -11 13 -13 14 15 17 -17 19 -19 20 22 -22 23 24 25 26 27 -12 -28 -30
right_child=-2 -3 -4 4 -6 -7 -8 8 9 10 11 12 -14 -15 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=1.4330113684716631e-06 -9.6549816668772598e-07 1.179783849433339e-06 -1.2163016873636308e-06 -9.8476444108541729e-07 -8.0796194410481805e-07 1.1623162286220827e-06 7.9974913811990227e-07 1.1268541216990204e-06 -1.3225661452866332e-06 1.3928750410840962e-06 2.0445488982916332e-06 2.3058839227313252e-07 -3.1108288959558193e-06 1.9775263960279218e-06 -1.0201589280508676e-06 2.6278126676970717e-06 -9.7237218816623923e-07 5.9692075865314115e-07 -1.6058410994303002e-06 1.1933780852218505e-06 2.2454622705936346e-06 -4.1942213632258555e-06 2.4367146886561386e-06 -1.786500542022151e-06 9.9577946006602673e-07 -1.0999927349075733e-06 -1.0003815639669073e-06 -1.739995230396051e-07 1.280082094894922e-06 -1.9830870790358273e-08
leaf_weight=24 23 21 21 20 32 22 30 26 28 32 23 29 20 21 21 20 22 20 38 29 20 21 20 27 29 20 31 21 29 2381
leaf_count=24 23 21 21 20 32 22 30 26 28 32 23 29 20 21 21 20 22 20 38 29 20 21 20 27 29 20 31 21 29 2381
internal_value=0 7.16973e-09 -8.33166e-10 7.5192e-09 -3.76438e-09 4.81373e-09 -3.73733e-09 -1.19139e-08 -5.26877e-09 -1.54118e-08 -2.67686e-09 -1.83903e-08 -1.13326e-06 1.16871e-09 -1.38037e-08 -6.12159e-09 7.42002e-07 -1.77204e-08 -8.46268e-07 4.07006e-10 -1.27876e-08 -1.05291e-06 3.73515e-09 -1.52651e-08 3.60759e-09 -7.87863e-09 9.1102e-10 9.85696e-07 -1.68401e-08 -4.18876e-09
internal_weight=0 3098 3077 3056 3032 3000 2978 2948 2928 2902 2874 2842 49 2793 2772 2751 42 2709 58 2651 2622 41 2581 2561 2534 2505 2485 44 2441 2410
internal_count=3121 3098 3077 3056 3032 3000 2978 2948 2928 2902 2874 2842 49 2793 2772 2751 42 2709 58 2651 2622 41 2581 2561 2534 2505 2485 44 2441 2410
is_linear=0
shrinkage=0.1


Tree=7709
num_leaves=31
num_cat=0
split_feature=132 1185 399 399 1186 12 52 472 1429 1425 52 3 1 1429 1429 151 49 2 16 484 13 157 1429 154 45 11 123 33 52 3
split_gain=1.87021e-09 1.16318e-08 3.9461e-09 5.72063e-09 4.08379e-09 3.40119e-09 3.47269e-09 1.81925e-09 3.82134e-09 2.1816e-09 2.61844e-09 6.41728e-09 5.133e-09 2.38341e-09 1.59921e-08 9.6876e-09 7.0168e-09 6.20711e-09 1.4249e-08 7.94686e-09 5.76059e-09 6.50479e-09 5.56331e-09 3.45566e-09 3.28155e-09 1.21736e-08 3.38892e-09 3.28429e-09 3.31163e-09 1.07484e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.091895000000000018 0.11091500000000001 0.049580000000000006 0.11232500000000002 0.090645000000000017 -0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.55692499999999978 -0.085784999999999986 0.10293500000000001 0.083715000000000026 0.083985000000000018 -0.54526999999999981 0.10247500000000002 0.087470000000000006 -0.013024999999999998 0.0038100000000000005 -0.085964999999999986 -0.08237499999999999 0.091545000000000015 0.085530000000000009 0.094030000000000016 -0.011194999999999998 0.11679000000000002 -0.009184999999999997 -0.38533999999999996 -0.094874999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 -1 -3 -9 10 11 12 -10 15 -15 -12 17 19 -19 -16 -20 -22 -23 24 25 -17 27 -27 29 -29
right_child=1 7 3 -5 -6 -7 -8 8 9 -11 13 -13 -14 14 16 23 -18 18 20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=1.2069667147271705e-07 2.3663810983028572e-06 -8.6268995952802161e-07 -2.0824820134853675e-06 1.6708632259110347e-07 -1.3728642205110408e-06 -7.3855554489909996e-07 1.5377415273914742e-06 1.3555904583232145e-06 -1.3123088319844101e-06 -9.6831546097351029e-07 2.2148036427438459e-06 1.8196657905449415e-06 9.2616976525321312e-07 -3.0153730017445925e-06 2.1881944655888219e-06 2.405621050695031e-06 1.3071953656407232e-06 -2.7609181940463783e-06 -1.5357847418143771e-06 -3.6854866882476343e-07 1.7240665193505515e-06 -1.3091561016714032e-06 6.507753937512462e-07 1.3142984732894548e-06 -9.668873709805276e-07 -1.1437999021906693e-06 1.0263086184544767e-06 1.0049788553983373e-06 1.8819483744454885e-08 -8.94767771071548e-07
leaf_weight=98 21 24 26 20 21 36 21 21 20 23 20 27 21 20 20 21 32 26 23 31 22 28 30 20 35 26 31 39 2192 126
leaf_count=98 21 24 26 20 21 36 21 21 20 23 20 27 21 20 20 21 32 26 23 31 22 28 30 20 35 26 31 39 2192 126
internal_value=0 2.14255e-08 -2.7973e-07 -1.10441e-06 -6.41892e-08 1.13115e-07 3.70763e-07 4.31501e-09 1.16059e-08 1.6434e-09 9.58257e-09 6.22564e-07 -1.65771e-07 -5.61902e-09 -3.1228e-07 2.27257e-08 -5.72709e-08 -2.99843e-07 -6.69074e-07 6.34096e-07 -1.41036e-07 2.59954e-07 -2.95398e-07 5.11866e-09 -5.48198e-09 8.33698e-09 -1.25176e-08 -2.60315e-08 -1.37014e-08 -4.45737e-07
internal_weight=0 2899 222 46 176 155 119 2878 2854 2833 2810 68 41 2742 232 2510 212 180 129 51 103 80 58 2490 2470 2435 2414 2383 2357 165
internal_count=3121 2899 222 46 176 155 119 2878 2854 2833 2810 68 41 2742 232 2510 212 180 129 51 103 80 58 2490 2470 2435 2414 2383 2357 165
is_linear=0
shrinkage=0.1


Tree=7710
num_leaves=31
num_cat=0
split_feature=11 1208 1208 130 12 33 0 34 97 9 3 10 0 123 2 46 46 1428 3 0 12 12 0 155 0 160 1 1 0 0
split_gain=2.17822e-09 1.82399e-09 3.19873e-09 1.8039e-09 4.26152e-09 1.79714e-09 5.71468e-09 5.59576e-09 2.60861e-08 6.52528e-09 1.0225e-08 7.64572e-09 2.38679e-08 5.55023e-09 5.44736e-09 1.84896e-09 2.37654e-09 1.99988e-09 2.20617e-09 5.06723e-09 1.43362e-08 1.62798e-08 9.68872e-09 4.69945e-09 3.0022e-09 1.64349e-08 1.30888e-08 1.41409e-08 5.96974e-09 5.46803e-09
threshold=-0.072629999999999986 0.11531000000000001 0.10233500000000001 -0.23647499999999996 0.23631000000000002 0.085305000000000006 -0.072594999999999979 -0.057544999999999992 -0.063039999999999985 0.091600000000000015 -0.020429999999999997 -0.0093599999999999985 -0.084144999999999984 0.085290000000000019 -0.080614999999999978 0.10987500000000001 0.083550000000000013 -0.070379999999999984 -0.24190499999999995 0.11070500000000001 0.10149500000000002 0.096075000000000008 0.051010000000000007 0.11562500000000002 -0.043914999999999989 -0.088854999999999976 0.08592000000000001 0.077565000000000009 -0.014954999999999998 -0.04917499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 8 13 11 -11 12 -9 -5 -13 16 17 -16 23 22 21 -21 24 -19 29 -26 27 -27 -28 -20
right_child=1 -3 -4 4 -6 6 -8 9 -10 10 -12 14 -14 -15 15 -17 -18 18 19 20 -22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-1.015021535435846e-06 -9.4272173612353071e-07 -7.8247657695791197e-07 1.0089090378251342e-06 5.4066515982130707e-07 1.3968294969014427e-06 -1.8673281635983588e-06 4.9458167498393042e-07 3.9125444362753112e-06 3.9424669762411219e-06 2.7638079903421646e-07 -2.8829784581319023e-06 -1.5489180515507305e-06 -5.1839934527716627e-07 -1.6247412136749518e-06 7.7155574100481434e-07 9.5444327143923155e-07 -1.0457290314165716e-06 7.2626845495607189e-09 -1.3535581356571107e-08 2.4190232836369402e-07 -1.4797952258049919e-06 3.7537682549720395e-06 -1.9799846913883813e-06 -1.7761158584438488e-06 -2.1340680329255217e-06 7.8897497672869583e-07 7.9305179835314342e-07 4.1785857979448341e-06 -1.1014747760076842e-06 -1.597381810308269e-06
leaf_weight=21 20 29 32 29 22 20 21 20 20 21 20 23 31 20 33 20 22 45 2367 33 20 22 25 22 21 32 39 20 29 22
leaf_count=21 20 29 32 29 22 20 21 20 20 21 20 23 31 20 33 20 22 45 2367 33 20 22 25 22 21 32 39 20 29 22
internal_value=0 6.87664e-09 1.43306e-08 3.85795e-09 1.01288e-08 -5.05538e-11 -6.57569e-07 9.0693e-09 8.99041e-07 -1.22012e-08 -1.26477e-06 5.8435e-09 1.21923e-06 -3.43174e-07 -1.62969e-08 -3.58037e-09 -1.05428e-08 -2.20059e-09 -1.16681e-08 2.76759e-09 8.1293e-07 1.64665e-06 -2.10141e-08 -5.78324e-07 -1.65667e-09 4.46736e-07 8.98376e-07 2.09267e-06 -1.49081e-08 -2.8121e-08
internal_weight=0 3100 3071 3039 3019 2997 41 2956 69 2887 41 2846 51 49 2795 2772 2752 2730 2697 2630 75 55 2555 67 2530 141 120 52 68 2389
internal_count=3121 3100 3071 3039 3019 2997 41 2956 69 2887 41 2846 51 49 2795 2772 2752 2730 2697 2630 75 55 2555 67 2530 141 120 52 68 2389
is_linear=0
shrinkage=0.1


Tree=7711
num_leaves=31
num_cat=0
split_feature=34 10 0 12 9 41 2 40 120 10 52 46 474 1429 153 16 2 1428 132 1203 1185 50 3 131 131 11 16 156 13 13
split_gain=1.96628e-09 2.50995e-09 1.10529e-08 1.2511e-08 2.20619e-09 2.08732e-09 5.86178e-09 2.15971e-09 4.51247e-09 2.54058e-09 5.6651e-09 2.60527e-09 2.45307e-09 2.52835e-09 2.58062e-09 2.53677e-09 7.95506e-09 5.13185e-09 2.62536e-09 6.0626e-08 2.68106e-08 9.22638e-09 3.2581e-09 3.00338e-09 3.78895e-09 2.69864e-09 4.01282e-09 3.05569e-09 2.61527e-09 1.35953e-08
threshold=-0.112215 0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.088235000000000022 0.086565000000000017 0.089125000000000024 -0.24290999999999999 0.091385000000000008 -0.086389999999999981 -1.0000000180025095e-35 0.084955000000000017 0.11568500000000002 0.11475 0.082840000000000011 0.63167000000000006 0.11237500000000002 -0.042789999999999995 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.093975000000000017 -0.06977499999999999 0.13695500000000002 0.12681500000000004 0.095360000000000014 0.55700000000000005 0.12734000000000004 -0.17933499999999997 -0.40078499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 7 -7 -2 9 10 -9 12 13 14 15 17 -17 -11 19 21 -20 22 -19 24 25 26 27 28 29 -22
right_child=1 2 3 -5 -6 6 -8 8 -10 11 -12 -13 -14 -15 -16 16 -18 18 20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.9245414341247881e-07 -1.0474186251485662e-06 2.5806044465070955e-06 1.4872134277704227e-06 -1.814256077370402e-06 -9.225555188025352e-07 1.7778989992507377e-06 -3.5981426549369648e-08 4.0252440414908126e-07 1.3904398028701153e-06 1.2657544584016024e-06 -1.7090254197506108e-06 8.0845136410108612e-07 -8.5878145441978741e-07 8.2839945048836711e-07 -1.069938394207186e-06 6.9245764664897677e-07 -1.8692322190834905e-06 -2.260659741244609e-07 -3.5109493720400766e-06 5.5523241684340974e-06 1.0531770839956544e-07 -2.2388739561544453e-06 9.9561344221136235e-07 9.7386734685114194e-07 -1.3541061748799707e-06 -1.0598441529433936e-06 1.3501612515524772e-06 -1.2075914233784196e-06 2.7147769065885024e-08 -2.7573472737328433e-06
leaf_weight=31 20 20 22 24 26 25 62 24 23 32 27 39 34 36 23 22 27 114 22 20 79 21 27 31 21 24 22 21 2181 21
leaf_count=31 20 20 22 24 26 25 62 24 23 32 27 39 34 36 23 22 27 114 22 20 79 21 27 31 21 24 22 21 2181 21
internal_value=0 7.95053e-09 6.1801e-07 -2.35292e-07 -5.36425e-09 2.59004e-09 4.85249e-07 -1.1835e-08 -4.67081e-09 -1.58589e-08 -7.15355e-07 -3.195e-09 -1.45896e-08 -4.1295e-09 -1.51971e-08 -6.16207e-09 -7.19086e-07 7.09031e-09 -8.37715e-09 3.57913e-07 -3.59018e-08 -2.83372e-07 7.87264e-09 -4.04724e-09 -1.68439e-08 -4.88375e-09 6.01085e-09 -6.83507e-09 4.21968e-09 -4.95842e-07
internal_weight=0 3090 66 46 3024 2998 87 2911 2891 2868 51 2817 2778 2744 2708 2685 49 2636 2604 182 2422 162 141 2400 2369 2348 2324 2302 2281 100
internal_count=3121 3090 66 46 3024 2998 87 2911 2891 2868 51 2817 2778 2744 2708 2685 49 2636 2604 182 2422 162 141 2400 2369 2348 2324 2302 2281 100
is_linear=0
shrinkage=0.1


Tree=7712
num_leaves=31
num_cat=0
split_feature=132 1185 1203 9 12 10 34 9 131 131 480 481 1212 131 4 480 1 4 4 12 402 0 0 48 482 482 483 3 13 10
split_gain=1.88356e-09 1.28084e-08 5.90294e-09 1.78542e-09 4.23813e-09 4.22898e-09 6.67067e-09 4.04772e-09 2.25699e-09 1.34127e-08 9.02946e-09 3.00871e-08 5.37468e-09 7.01509e-09 1.95586e-08 4.88867e-09 3.65997e-09 6.75445e-09 2.95389e-09 1.08649e-08 1.32738e-08 4.12789e-09 9.21864e-09 2.90118e-09 2.80372e-09 1.45163e-08 1.00545e-08 1.60808e-08 9.77437e-09 3.09091e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.092410000000000006 -0.010834999999999999 0.053330000000000009 -0.028109999999999996 0.085355000000000014 0.090690000000000007 0.090150000000000022 0.11191000000000002 -0.0050099999999999988 0.087505000000000013 0.10033500000000002 -0.046564999999999988 0.10344000000000002 0.11751000000000002 0.0033150000000000007 -0.067104999999999984 0.094375000000000014 -1.0000000180025095e-35 -0.083804999999999977 -0.074479999999999977 0.081805000000000017 0.089605000000000018 0.086210000000000023 0.098395000000000024 -0.078724999999999976 -0.077799999999999994 -0.086389999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 7 -7 8 9 10 15 -12 13 14 -10 24 17 -16 19 20 -15 23 -23 -20 25 29 27 -26 -28 -3
right_child=1 3 -4 4 -6 6 -8 -9 12 -11 11 -13 -14 18 16 -17 -18 -19 21 -21 -22 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-8.4832589638436334e-08 2.482195711872053e-06 -8.1171880809478705e-07 -1.6380454299889736e-06 1.6758985270014039e-06 -2.0340261527148789e-07 -2.2598423006416267e-06 2.9198887887105228e-07 1.226458804618839e-06 3.3888593704362466e-06 -2.3420210339963887e-06 4.2467618624186804e-06 -1.1122980249018095e-06 -8.6659121956099395e-07 8.0938924349119105e-08 -7.9360816326615441e-08 -1.4595507906278727e-06 -6.104454670700458e-07 1.8864011520173366e-06 -1.1886862279671582e-06 1.3829155005851135e-06 -3.3457537057302037e-06 2.5834776380406765e-06 -3.5256337513401823e-08 4.4208639565113123e-07 -5.6601450282300904e-08 2.555143797942285e-06 -7.1656359178603218e-07 -3.5686771571942127e-06 2.0042352861329834e-06 -8.4990910167580503e-09
leaf_weight=194 21 49 28 21 28 21 20 27 26 25 20 22 39 26 44 24 30 29 24 20 20 20 41 20 32 22 31 22 23 2152
leaf_count=194 21 49 28 21 28 21 20 27 26 25 20 22 39 26 44 24 30 29 24 20 20 20 41 20 32 22 31 22 23 2152
internal_value=0 2.14958e-08 -2.80733e-07 3.54077e-09 6.02012e-07 -6.82512e-09 -1.01505e-06 8.00167e-09 -3.91371e-09 -3.77392e-08 -1.37062e-08 1.43964e-06 2.37754e-07 3.81319e-07 9.38068e-07 -3.96257e-08 3.19421e-07 7.01558e-07 -3.86845e-08 -5.62914e-07 -1.40893e-06 2.90831e-07 8.23345e-07 -4.47426e-07 -2.50061e-08 -8.32704e-10 -5.22576e-07 -1.48745e-06 4.42295e-07 -2.63809e-08
internal_weight=0 2899 222 2878 49 2829 41 2788 2761 2422 2397 42 339 300 129 2355 103 73 171 66 46 105 61 44 2331 2223 108 54 54 2201
internal_count=3121 2899 222 2878 49 2829 41 2788 2761 2422 2397 42 339 300 129 2355 103 73 171 66 46 105 61 44 2331 2223 108 54 54 2201
is_linear=0
shrinkage=0.1


Tree=7713
num_leaves=31
num_cat=0
split_feature=472 472 1429 471 1446 479 481 479 481 43 481 1456 1455 1456 2 1456 3 1456 3 483 12 484 483 483 133 2 483 1447 482 1
split_gain=1.63059e-09 3.25913e-09 2.0476e-09 2.92741e-09 1.89628e-09 5.45378e-09 3.17254e-09 4.03148e-09 3.27864e-09 1.52883e-08 8.90491e-09 3.78088e-09 1.06709e-08 9.23914e-09 3.67412e-09 3.3029e-09 1.32412e-08 8.23993e-09 5.88819e-09 3.73991e-09 1.18643e-08 1.44544e-08 1.05193e-08 3.07146e-09 7.14544e-09 6.08066e-09 4.10301e-09 1.00025e-08 4.43438e-09 1.21513e-08
threshold=-0.38234499999999999 -0.095174999999999996 0.12387000000000002 0.10277000000000001 -0.09143999999999998 0.10713500000000002 -0.15689499999999998 0.080360000000000015 -0.087424999999999989 -0.025214999999999998 -0.085629999999999984 -0.15308499999999997 0.083760000000000015 -0.091834999999999986 0.09142500000000002 -0.079429999999999987 -0.078244999999999995 -0.074164999999999995 -0.095524999999999985 0.10143000000000001 0.089735000000000023 -0.062219999999999991 0.097880000000000009 0.08956500000000002 0.087495000000000003 0.088665000000000008 0.087520000000000014 -0.08477999999999998 0.086210000000000023 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 9 -8 -10 12 14 -13 -12 16 18 -17 -15 22 -21 -22 23 26 25 -25 27 -19 -29 -30
right_child=1 2 -4 -5 5 -7 7 -9 10 -11 11 13 -14 15 -16 17 -18 19 -20 20 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-8.210987668159456e-07 1.1435132137194159e-06 -9.5182457985607656e-07 -9.6418112139996413e-07 1.081700644135708e-06 -9.0927832613301579e-07 1.2083295190849813e-06 -2.5964623830532221e-06 1.1329668590252045e-06 1.6331740625625544e-06 1.053103727082833e-06 9.1441247371497926e-07 2.0410992626487064e-06 -2.3100242763710549e-06 -1.1672602537063623e-06 -8.6019961258898543e-07 1.9753078813014976e-06 -2.8758817609286782e-06 -1.7070391349454224e-06 9.2051052693672588e-07 6.2615214607978636e-07 6.0250764631421457e-08 -3.6076116798385144e-06 2.1849084997814896e-06 -1.0281216168550601e-06 -2.155509835139407e-06 1.0209143724689999e-06 1.3380306476708781e-06 -9.9705036732216694e-10 2.377677473930362e-06 -5.4291652673029978e-07
leaf_weight=24 25 21 22 25 39 37 24 31 33 22 28 22 27 22 20 21 20 34 35 37 21 22 22 30 22 28 23 2327 28 29
leaf_count=24 25 21 22 25 39 37 24 31 33 22 28 22 27 22 20 21 20 34 35 37 21 22 22 30 22 28 23 2327 28 29
internal_value=0 6.3549e-09 -2.89932e-09 4.03452e-09 -4.87181e-09 1.74803e-09 -1.32987e-08 -1.3645e-09 -1.35027e-08 -8.51018e-07 1.03801e-11 -1.91147e-08 -7.19615e-07 3.86249e-11 1.74991e-07 -1.64639e-08 -6.62071e-07 2.33784e-09 1.14704e-07 -1.3458e-08 -6.86682e-07 -1.81633e-06 7.72094e-09 -1.12787e-08 -6.20991e-07 -3.89318e-08 8.70366e-09 -3.94089e-09 2.03483e-08 8.91761e-07
internal_weight=0 3097 3072 3050 3025 3004 2967 2928 2897 46 2851 2818 75 2743 48 2721 77 2644 57 2623 80 43 2543 2521 80 58 2441 2418 2384 57
internal_count=3121 3097 3072 3050 3025 3004 2967 2928 2897 46 2851 2818 75 2743 48 2721 77 2644 57 2623 80 43 2543 2521 80 58 2441 2418 2384 57
is_linear=0
shrinkage=0.1


Tree=7714
num_leaves=31
num_cat=0
split_feature=12 15 0 142 11 147 147 1 16 9 34 34 9 10 131 1 123 147 2 4 14 158 40 376 15 48 3 2 15 0
split_gain=1.64125e-09 3.68163e-09 3.8216e-09 2.68696e-09 5.00178e-09 2.91449e-09 3.27428e-09 2.66605e-09 6.36596e-09 5.55108e-09 5.53645e-09 6.25171e-09 1.09339e-08 1.10546e-08 4.3159e-09 4.54135e-09 4.02121e-09 3.43122e-09 3.13937e-09 3.34802e-09 4.2926e-09 8.61086e-09 3.19834e-09 8.34382e-09 4.21143e-09 1.46275e-08 3.65632e-08 1.148e-08 1.11314e-08 1.78674e-08
threshold=0.23631000000000002 -0.5556049999999999 -0.091794999999999988 -0.057499999999999989 -0.014494999999999999 0.099730000000000027 0.093875000000000014 0.13820500000000002 -0.43320999999999993 -0.087824999999999986 -0.085739999999999983 -0.057544999999999992 0.091600000000000015 -0.0093599999999999985 0.13857500000000003 0.13471500000000003 0.091810000000000017 0.090425000000000019 0.14838000000000004 0.50996500000000011 -0.31455999999999995 -0.47382999999999992 -0.083564999999999987 0.049360000000000008 -0.10203999999999998 0.084170000000000009 -0.0049599999999999991 0.084145000000000011 -0.096999999999999989 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 7 9 -9 -6 -11 -12 13 -13 15 17 -10 18 19 20 -15 -22 23 -23 25 26 -24 -27 29 -26
right_child=-2 3 -4 4 5 -7 -8 8 16 10 11 12 -14 14 -16 -17 -18 -19 -20 -21 21 22 24 -25 28 27 -28 -29 -30 -31
leaf_value=-1.7506404633009385e-08 -8.4163177961193514e-07 1.0699286805319113e-06 1.8464089906315579e-06 -1.5173600463537118e-06 1.5605552636335906e-06 9.1657399988274434e-07 -1.1318415457795849e-06 -2.1066796739432906e-06 -5.5410666072833985e-07 -1.2145159779400865e-06 1.6958886303345109e-06 1.8136163725009338e-06 -2.1677837347179658e-06 1.3794463866774591e-06 -1.4643820838955436e-06 1.4748739842962961e-06 1.004711142464341e-06 1.303429130530276e-06 1.0234127502967723e-06 -1.1519056010036787e-06 -2.0902296864733218e-06 -2.3508559624474404e-06 2.0626592000746424e-07 4.7129879512588309e-07 -3.02297239247104e-06 -2.0397286806217853e-06 4.7641739683671842e-06 1.9466344805286718e-07 -2.7586006092932254e-09 6.5562940997789041e-07
leaf_weight=22 23 23 22 22 23 34 26 20 59 37 22 34 23 22 20 21 23 20 29 26 20 20 66 22 31 27 24 155 2182 23
leaf_count=22 23 23 22 22 23 34 26 20 59 37 22 34 23 22 20 21 23 20 29 26 20 20 66 22 31 27 24 155 2182 23
internal_value=0 6.23916e-09 9.14451e-07 -6.84576e-09 -1.50166e-08 -4.03236e-09 -1.45536e-08 -4.70296e-09 -5.07035e-07 1.32942e-08 6.92543e-10 1.68256e-08 3.46592e-09 2.16784e-08 -8.20033e-10 1.00696e-08 -1.16877e-07 -1.46433e-09 -1.13237e-08 -2.27857e-08 -1.14596e-08 -2.33662e-08 -7.15553e-09 -8.72584e-07 7.3373e-09 3.78875e-07 1.42171e-06 -1.36812e-07 -3.78586e-08 -1.45616e-06
internal_weight=0 3098 44 3054 3031 3009 2975 2949 102 2847 2824 2787 2765 2742 2708 2688 82 2667 2647 2618 2592 2570 2550 42 2508 272 90 182 2236 54
internal_count=3121 3098 44 3054 3031 3009 2975 2949 102 2847 2824 2787 2765 2742 2708 2688 82 2667 2647 2618 2592 2570 2550 42 2508 272 90 182 2236 54
is_linear=0
shrinkage=0.1


Tree=7715
num_leaves=31
num_cat=0
split_feature=1429 156 9 9 12 34 9 1 15 45 0 51 49 48 12 151 13 50 49 1 49 0 1374 457 150 148 150 51 403 15
split_gain=1.92648e-09 5.19934e-09 1.77666e-09 3.76343e-09 2.92128e-09 2.52959e-09 3.93046e-09 3.54437e-09 5.92496e-09 2.26511e-09 3.13823e-09 7.39024e-09 7.27929e-09 1.17544e-08 1.35478e-08 1.42215e-08 1.79796e-08 3.83173e-08 1.16451e-08 1.39075e-08 1.41709e-08 6.98869e-09 3.79071e-09 3.70634e-09 4.64044e-09 3.99352e-09 3.33699e-09 3.52824e-09 1.99231e-08 1.92702e-08
threshold=-0.23752499999999996 0.32523500000000005 0.092410000000000006 0.088235000000000022 -0.010834999999999999 -0.097449999999999981 -0.092939999999999981 0.16540500000000002 -0.56020999999999987 0.094030000000000016 -0.14226499999999997 -0.064959999999999976 -0.046979999999999987 0.12796000000000005 0.084795000000000023 -0.072119999999999976 -0.0079349999999999993 0.077545000000000017 -0.066019999999999981 0.090475000000000014 -0.084934999999999997 -0.14051499999999997 0.092505000000000018 -0.11701499999999999 0.12640500000000002 1.0000000180025095e-35 0.11656000000000001 0.090560000000000015 -0.0031149999999999997 0.089485000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -7 8 -8 10 11 -10 18 14 15 -14 -17 -18 19 -13 -21 -12 23 -23 25 26 27 -25 -29 -30
right_child=1 -3 4 -5 -6 6 7 -9 9 -11 21 12 13 -15 -16 16 17 -19 -20 20 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-9.3247139768043954e-07 1.0407941258365653e-06 1.6137551165229524e-06 1.418054695472679e-06 -1.2611353990147715e-06 -7.9904301060196308e-08 -1.3141610173019931e-06 -1.4585896656577852e-06 1.3248863240278299e-06 -8.9869809435069487e-07 -7.8523097973478197e-07 -1.6554432346101051e-06 -1.6837973279590107e-06 -1.6664849223455831e-07 -1.450395526489956e-06 -5.2578429246680641e-07 7.9599208513603483e-07 5.7088781399868587e-06 9.4695999663940714e-08 -2.3098953403989853e-06 -2.3548760691483041e-07 3.2881987949838819e-06 1.217182289963148e-06 -1.1442257657720269e-06 4.6258044573409168e-08 1.4736155484180409e-06 -1.4265467029872525e-06 -1.2336638641065954e-06 -2.5274348590503202e-06 -3.9830567984293793e-07 2.0930060858321468e-06
leaf_weight=22 23 20 23 24 30 23 28 20 44 36 26 22 34 20 39 47 31 20 21 25 21 25 29 2139 21 20 22 36 193 37
leaf_count=22 23 20 23 24 30 23 28 20 44 36 26 22 34 20 39 47 31 20 21 25 21 25 29 2139 21 20 22 36 193 37
internal_value=0 6.61697e-09 -3.82238e-09 -1.38755e-08 5.70153e-07 -3.90406e-09 -1.19699e-08 -1.8378e-09 -1.08754e-08 3.06404e-09 1.29452e-08 3.06087e-07 4.9541e-07 8.43462e-07 1.11175e-06 1.59557e-06 2.20695e-06 3.50724e-06 -2.51532e-07 3.84139e-07 1.37315e-06 -2.43303e-08 -7.5147e-09 5.70817e-09 -6.56365e-09 -1.92665e-08 -7.66958e-09 3.54534e-09 -3.39923e-07 2.47056e-09
internal_weight=0 3099 3079 3026 53 3002 2979 2956 2936 2908 2872 324 280 191 171 132 98 51 89 68 46 2548 2522 2493 2468 2447 2427 2405 266 230
internal_count=3121 3099 3079 3026 53 3002 2979 2956 2936 2908 2872 324 280 191 171 132 98 51 89 68 46 2548 2522 2493 2468 2447 2427 2405 266 230
is_linear=0
shrinkage=0.1


Tree=7716
num_leaves=31
num_cat=0
split_feature=156 475 11 11 1416 1429 156 156 1429 2 156 51 157 160 4 156 156 16 1375 2 156 45 11 33 34 9 150 147 147 1
split_gain=1.8098e-09 2.50863e-09 1.7495e-09 4.14272e-09 2.74292e-09 3.00286e-09 2.85807e-09 1.23881e-08 4.88825e-09 1.28039e-08 4.61288e-09 4.37705e-09 7.18689e-09 9.54441e-09 4.85012e-09 3.81892e-09 5.76089e-09 3.01134e-08 5.96357e-09 1.84067e-08 6.85661e-09 2.37226e-09 1.22874e-08 4.20924e-09 3.08794e-09 5.0026e-09 3.05456e-09 6.34248e-09 4.61891e-09 3.4926e-09
threshold=0.3248100000000001 0.13528000000000004 0.095360000000000014 0.088065000000000018 0.087590000000000015 0.11635000000000001 0.09747500000000002 0.092385000000000009 -0.011139999999999999 0.086375000000000021 0.090170000000000014 -0.066639999999999991 -0.0085999999999999983 -0.076214999999999991 -0.036839999999999991 0.089090000000000016 0.087515000000000009 -0.0087049999999999992 -0.15308499999999997 0.087675000000000017 0.086340000000000014 0.094030000000000016 -1.0000000180025095e-35 -0.009184999999999997 -0.112215 0.088235000000000022 0.12706500000000001 0.097985000000000017 0.092070000000000013 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 -1 15 12 13 -8 -14 16 18 -18 19 -10 21 22 -20 -24 -25 26 27 28 29 -26
right_child=-2 -3 -4 -5 -6 -7 11 -9 10 -11 -12 -13 14 -15 -16 -17 17 -19 20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-1.0648190755091492e-06 -8.8378099699975405e-07 1.0958229246344195e-06 5.2495460635091075e-07 -1.1617362243639713e-06 1.0880972448158782e-06 -9.872284989899438e-07 3.2330764368233419e-07 -2.0768629618597234e-06 3.3009387152560521e-06 2.1238805837075394e-06 -1.2308496597172287e-06 -6.1237521222778932e-07 -7.7856316854270826e-07 2.9895675606894655e-06 9.5916746133674502e-07 1.3727081886827366e-06 -3.3425851757716306e-06 1.5814254884785244e-06 2.4213572880663988e-06 -7.9394241627438622e-07 -1.8132544458434757e-06 -8.1638981051972758e-07 -1.4175495596732835e-06 -1.2332232188327908e-06 7.1582856028037989e-08 1.2565133085562509e-06 1.1447698558759327e-06 -1.5371489881646186e-06 1.5175048110904755e-06 -1.9534443942736516e-07
leaf_weight=20 23 21 62 31 23 31 29 29 21 34 31 32 36 25 29 20 27 23 21 23 21 35 21 20 1630 32 23 27 20 701
leaf_count=20 23 21 62 31 23 31 29 29 21 34 31 32 36 25 29 20 27 23 21 23 21 35 21 20 1630 32 23 27 20 701
internal_value=0 6.56333e-09 -8.70685e-10 -1.16837e-08 2.63921e-10 -8.18598e-09 2.17249e-09 -2.08497e-08 8.31901e-10 9.42881e-07 -1.8037e-08 4.25872e-07 7.05065e-07 1.55769e-06 -3.26796e-09 -3.92927e-09 -1.43386e-08 -1.07754e-06 6.14696e-09 1.16043e-06 -1.37623e-08 1.17418e-09 1.2643e-08 -7.80283e-09 4.26594e-09 1.44385e-08 -2.11563e-09 -1.32083e-08 4.29336e-09 -8.69e-09
internal_weight=0 3098 3077 3015 2984 2961 2930 2779 2750 54 2696 151 119 54 65 2665 2645 50 2595 44 2551 2530 2495 2474 2453 2433 2401 2378 2351 2331
internal_count=3121 3098 3077 3015 2984 2961 2930 2779 2750 54 2696 151 119 54 65 2665 2645 50 2595 44 2551 2530 2495 2474 2453 2433 2401 2378 2351 2331
is_linear=0
shrinkage=0.1


Tree=7717
num_leaves=31
num_cat=0
split_feature=1429 156 1429 157 1429 1428 1429 475 52 1429 157 49 157 1375 16 157 0 457 48 150 1348 16 457 151 457 40 12 2 1429 157
split_gain=1.96664e-09 4.73731e-09 2.0615e-09 7.70485e-09 2.73129e-09 2.34612e-09 4.38003e-09 2.36498e-09 2.30399e-09 3.71978e-09 1.96151e-09 1.24302e-08 1.03421e-08 8.46027e-09 4.15863e-08 4.14513e-09 3.22464e-09 2.77133e-09 1.08434e-08 3.93663e-09 5.84796e-09 4.71307e-09 3.3716e-09 4.68511e-09 2.75536e-09 2.52597e-09 3.12284e-09 2.9021e-09 2.44544e-09 1.11117e-08
threshold=-0.23752499999999996 0.32523500000000005 -0.08262499999999999 -0.049319999999999996 -0.060529999999999994 0.087445000000000009 -0.0091699999999999993 0.058495000000000012 -0.56368999999999991 0.11893000000000002 -0.087424999999999989 0.0093850000000000027 -0.086394999999999986 -0.15308499999999997 -0.071854999999999988 -0.083699999999999983 -0.08095999999999999 -0.098834999999999992 0.08832000000000001 0.12416000000000001 -0.047944999999999995 -0.44310499999999992 0.091495000000000007 -0.077959999999999988 0.087995000000000004 -0.24290999999999999 0.13597000000000004 0.14838000000000004 0.091465000000000005 -0.06482499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6 8 -8 10 11 16 -12 14 -14 -15 -10 18 -17 20 -19 -21 24 -24 25 -22 28 -28 -27 -30
right_child=1 -3 4 -5 5 -7 7 -9 9 -11 12 -13 13 15 -16 17 -18 19 -20 21 22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-9.4213870314971175e-07 3.9342814908138738e-07 1.5407576756842902e-06 8.7358749283339427e-07 -2.0060932590003294e-06 -1.4863059698200232e-06 8.9239919800783016e-07 8.0681721424097677e-07 7.9303168370864345e-07 8.6093648234690338e-07 -1.347269882027528e-06 2.0700120899164179e-06 -2.2589595051545918e-06 1.7335233306684214e-06 1.1391498531132527e-06 -4.3479141935350805e-06 -2.4279534608757046e-06 -7.0084257117741802e-07 -1.7096169744945657e-06 4.3817155639055381e-07 2.0789015525224387e-06 -1.0935522151980659e-06 -9.2059248117948296e-08 1.6324139396317605e-06 -1.2059225004958857e-07 -1.179993639084387e-06 -2.0874924255098354e-08 4.9918322752130384e-08 1.6934175638723339e-06 2.3106586610310844e-06 -9.0524936456945618e-07
leaf_weight=22 32 20 36 23 20 29 34 37 39 21 24 27 22 32 23 22 20 20 33 20 21 20 30 31 20 2357 22 21 22 21
leaf_count=22 32 20 36 23 20 29 34 37 39 21 24 27 22 32 23 22 20 20 33 20 21 20 30 31 20 2357 22 21 22 21
internal_value=0 6.68788e-09 -3.27684e-09 -6.10008e-07 7.75828e-09 -2.6734e-09 -1.14457e-08 -1.40917e-09 -1.15382e-08 -2.12397e-08 -1.14587e-08 -4.8177e-07 3.19065e-09 -1.49327e-08 -1.37477e-06 7.79852e-09 3.3152e-07 -5.81173e-09 -7.08278e-07 9.01963e-09 -6.33167e-09 9.93421e-07 7.05368e-09 7.41542e-07 -1.09833e-08 -1.49455e-09 7.89277e-09 8.52557e-07 -7.24081e-09 7.40099e-07
internal_weight=0 3099 3079 55 3024 2988 2959 2939 2902 2868 2847 86 2761 2737 45 2692 59 2660 55 2605 2565 40 2545 61 2484 2464 2443 43 2400 43
internal_count=3121 3099 3079 55 3024 2988 2959 2939 2902 2868 2847 86 2761 2737 45 2692 59 2660 55 2605 2565 40 2545 61 2484 2464 2443 43 2400 43
is_linear=0
shrinkage=0.1


Tree=7718
num_leaves=31
num_cat=0
split_feature=156 472 11 40 130 42 132 1185 1203 142 147 147 0 448 148 148 48 1 3 0 15 2 2 50 483 52 4 3 13 3
split_gain=1.95387e-09 2.73967e-09 1.91015e-09 1.80764e-09 5.60266e-09 2.8964e-09 1.9155e-09 1.04092e-08 4.80127e-09 1.91901e-09 2.36065e-09 3.56832e-09 2.274e-09 2.44177e-09 3.20961e-09 7.27153e-09 2.6491e-09 1.61413e-08 6.58241e-09 2.15292e-09 8.26267e-09 2.42393e-09 1.62437e-08 5.69222e-09 8.01167e-09 9.5967e-09 1.86483e-08 6.15818e-09 1.21279e-08 1.33572e-08
threshold=0.3248100000000001 -0.095174999999999996 -0.072629999999999986 -0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.057499999999999989 0.099730000000000027 0.093875000000000014 -0.26343999999999995 -0.087399999999999992 -0.083779999999999979 -0.098399999999999974 0.12474000000000002 0.11212500000000002 0.13524500000000003 -0.23051499999999997 -0.089024999999999979 0.11448000000000001 0.11362000000000001 0.091320000000000012 0.055770000000000007 0.10263500000000002 -0.049534999999999989 -0.095524999999999985 -0.079969999999999986 -0.078244999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 8 -8 -6 -9 11 12 -11 -14 15 -15 19 -18 -19 20 -16 22 -21 24 25 26 -23 -28 -29 -30
right_child=-2 2 3 4 5 -7 7 9 -10 10 -12 -13 13 14 16 -17 17 18 -20 21 -22 23 -24 -25 -26 -27 27 28 29 -31
leaf_value=1.0290201430507296e-06 -9.1827391572777462e-07 -9.5228472624902286e-07 9.5229270073104996e-07 -1.5915574935702766e-06 -1.0446685304536371e-07 1.1042623205170798e-06 2.2418525098882602e-06 -9.4530193802624819e-07 -1.5057203279005599e-06 9.6493778255535282e-07 8.819696037584613e-07 -1.161516208561317e-06 -1.0191582774772858e-06 -4.0611131399124314e-07 4.2943062144981269e-07 2.2581707824187446e-06 3.0253820841608106e-06 -1.2293712722155627e-06 9.1275419873244797e-07 5.1579290645607233e-09 -2.2318266838539103e-06 3.2543401994189482e-06 2.7363263408827525e-06 -1.6051452370181231e-06 -1.5098412897016386e-06 -1.5314050470336834e-06 -1.3294424669701196e-06 -7.2310922664270416e-07 3.3631806945777496e-06 3.5951944291331245e-07
leaf_weight=26 23 21 20 22 193 24 21 21 28 25 31 26 23 21 28 20 20 32 26 2143 20 20 22 29 36 31 28 64 20 57
leaf_count=26 23 21 20 22 193 24 21 21 28 25 31 26 23 21 28 20 20 32 26 2143 20 20 22 29 36 31 28 64 20 57
internal_value=0 6.82936e-09 -1.822e-09 4.72003e-09 -1.53252e-09 1.00928e-08 1.29545e-09 2.39469e-08 -2.82001e-07 6.96693e-09 1.43136e-08 4.31831e-09 1.56923e-08 6.70324e-09 1.57192e-08 8.93538e-07 1.74771e-09 5.75633e-07 -2.69108e-07 -1.61718e-08 -6.79427e-07 -3.17746e-09 3.29111e-08 -2.77324e-07 -1.26907e-07 9.93913e-08 3.66876e-07 2.51647e-08 2.94165e-07 1.13969e-06
internal_weight=0 3098 3072 3051 3031 3009 2985 2764 221 2743 2722 2691 2665 2640 2617 41 2576 78 58 2498 48 2450 2165 285 256 220 189 169 141 77
internal_count=3121 3098 3072 3051 3031 3009 2985 2764 221 2743 2722 2691 2665 2640 2617 41 2576 78 58 2498 48 2450 2165 285 256 220 189 169 141 77
is_linear=0
shrinkage=0.1


Tree=7719
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 47 10 33 47 47 44 47 0 484 0 49 1420 475 11 157 11 13 51 156 4 1429 399 1452 154 157
split_gain=1.80587e-09 4.85744e-08 2.82294e-08 8.07404e-09 2.14729e-09 2.0604e-09 1.94113e-08 1.2748e-08 5.80421e-09 4.02268e-09 2.86722e-09 6.63705e-09 3.04766e-09 3.6617e-09 3.38192e-09 4.66069e-09 2.06038e-09 3.98516e-09 3.65149e-09 1.08186e-08 6.98357e-09 5.65218e-09 1.86566e-08 4.0478e-09 1.25078e-08 4.70416e-09 3.58136e-09 3.44896e-09 3.17402e-09 3.60849e-09
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.037359999999999997 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.097970000000000015 0.091210000000000013 0.099360000000000018 0.10254000000000001 -0.04917499999999999 -0.078424999999999981 -0.070499999999999993 -0.006494999999999999 -0.083279999999999979 -0.080559999999999979 0.088215000000000002 -0.051074999999999988 0.086080000000000018 0.097995000000000013 -0.057604999999999996 -0.065739999999999979 -0.0047449999999999992 0.11181500000000001 -0.088409999999999989 -0.073879999999999987 0.084190000000000001 0.088145000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 7 -7 -6 -8 16 11 -10 13 -13 15 -15 17 -9 20 -20 23 22 -21 24 -18 26 -25 -28 29 -29
right_child=2 -3 4 -5 5 6 8 9 10 -11 -12 12 -14 14 -16 -17 18 -19 19 21 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=5.9352195128685401e-09 -3.5894063867916971e-06 4.8499363856535639e-06 7.8486129699025954e-07 -2.1131728612999721e-06 -2.0814355927238164e-06 3.2548221518879931e-06 -1.4574489886361639e-06 -1.5422056394527315e-06 1.7536498902430781e-06 1.3704514304078788e-06 -8.4637090185424317e-07 -7.4711977012773262e-07 -9.0480481907838518e-07 1.5225437664412313e-06 1.339428083059774e-06 -1.3546745992440181e-07 -4.4539322772152448e-07 2.8172945922446873e-07 2.6040327254252461e-06 3.0214194839572887e-06 -1.8046602111677534e-06 -1.0270989928547655e-06 -1.0762542947304611e-06 1.1941668741854984e-06 2.611876275098083e-06 -1.4902779494977124e-06 1.2733392219388408e-06 -3.3276824968964787e-08 1.1493673388878797e-06 -7.3021306618202651e-07
leaf_weight=178 22 21 35 20 30 20 24 25 27 21 25 31 27 21 33 88 32 23 21 20 22 30 25 24 23 22 20 2112 22 77
leaf_count=178 22 21 35 20 30 20 24 25 27 21 25 31 27 21 33 88 32 23 21 20 22 30 25 24 23 22 20 2112 22 77
internal_value=0 2.76903e-07 -2.0894e-08 -2.08116e-07 6.36548e-09 -3.21179e-09 2.4652e-07 -3.22116e-08 2.8527e-08 -7.80643e-09 1.70049e-07 2.81989e-07 8.33148e-08 2.3753e-07 4.52489e-07 1.83966e-07 -1.93931e-08 -6.68237e-07 -6.68102e-09 5.97852e-07 -3.13349e-08 3.61208e-08 7.44934e-07 -1.46054e-08 8.33101e-07 -3.50814e-08 -2.08843e-08 -3.39553e-08 -4.57806e-08 -5.77922e-08
internal_weight=0 219 2902 198 2880 2845 296 2549 276 2519 252 227 200 173 142 109 2498 48 2450 96 2354 75 45 2332 55 2277 2255 2231 2211 2189
internal_count=3121 219 2902 198 2880 2845 296 2549 276 2519 252 227 200 173 142 109 2498 48 2450 96 2354 75 45 2332 55 2277 2255 2231 2211 2189
is_linear=0
shrinkage=0.1


Tree=7720
num_leaves=31
num_cat=0
split_feature=33 34 34 11 1420 157 0 0 156 12 16 133 133 481 1454 1447 484 484 457 133 52 160 160 133 1371 1374 1 13 16 1
split_gain=2.4e-09 2.30313e-09 2.65585e-09 2.72324e-09 1.86414e-09 5.80261e-09 2.06843e-09 9.87398e-09 1.32395e-08 3.62313e-09 2.65544e-09 2.64986e-09 3.23865e-08 1.3954e-08 9.54033e-09 1.12553e-08 7.91661e-09 1.2568e-08 1.05558e-08 8.1059e-09 1.26019e-08 7.34983e-09 9.30804e-09 9.05587e-09 6.21309e-09 8.18802e-09 2.28372e-08 5.5405e-09 8.74815e-09 6.5591e-09
threshold=-0.0066799999999999993 -0.112215 -0.085644999999999985 -1.0000000180025095e-35 0.056520000000000008 0.63397500000000007 0.12500000000000003 0.10455500000000001 0.085320000000000021 0.091200000000000017 0.042200000000000008 0.09112000000000002 0.090310000000000015 -0.086219999999999977 0.10642000000000001 0.059120000000000013 -0.075319999999999984 -0.14408499999999999 0.083415000000000017 0.093255000000000018 -0.026204999999999996 -0.063384999999999983 -0.11201999999999999 0.111585 0.084775000000000017 0.086765000000000023 0.089105000000000018 -0.080759999999999985 -0.079109999999999986 0.090965000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 11 -9 10 -8 12 14 -13 15 24 17 -15 19 20 -18 22 23 -21 25 -5 -27 28 -23 -29
right_child=1 2 3 4 -6 -7 9 8 -10 -11 -12 13 -14 16 -16 -17 18 -19 -20 21 -22 27 -24 -25 -26 26 -28 29 -30 -31
leaf_value=8.3557505176406047e-07 -1.028725811961935e-06 1.146700575205273e-06 -1.1179886136212438e-06 6.2228703271216551e-08 -8.9820955904344938e-07 1.7031439438142116e-06 6.6748798303706287e-07 -3.3255198624309357e-06 -3.9336009243535439e-09 1.1550293537566622e-06 -9.2459831752090731e-07 -2.5472352371972801e-06 3.8712134462250771e-06 -2.7776126304301074e-07 -1.5553784735582094e-06 -1.7902537014694273e-06 3.0017200629117726e-07 3.0565807836069325e-06 1.9977591505050354e-06 -1.8385799762331668e-06 -3.0675760665133111e-06 2.2643013713045198e-06 -2.9346192320645059e-06 9.4326347789319699e-07 -1.3586249231896849e-06 3.5203149641856633e-06 -1.0550598454983628e-06 1.094269460692355e-07 -3.2979649561709198e-07 -9.3738584048798119e-07
leaf_weight=34 22 20 22 2100 23 20 20 21 28 41 22 24 22 26 38 33 20 20 21 22 25 26 20 25 30 24 20 247 26 79
leaf_count=34 22 20 22 2100 23 20 20 21 28 41 22 24 22 26 38 33 20 20 21 22 25 26 20 25 30 24 20 247 26 79
internal_value=0 -9.20744e-09 -1.88953e-09 -9.43363e-09 -1.36608e-09 5.50972e-09 -5.8838e-09 -1.99857e-08 -1.42747e-06 4.86323e-07 -1.66462e-07 4.23017e-09 5.30621e-08 -1.86307e-07 1.56459e-08 4.26957e-08 -8.45793e-08 1.17195e-06 -1.97692e-07 -2.91782e-07 -1.5708e-06 -1.62444e-07 -1.12775e-06 -3.58876e-07 7.05188e-08 9.05162e-08 1.4406e-06 8.65635e-09 9.67252e-07 -1.44249e-07
internal_weight=0 3087 3065 3045 3023 3000 2980 2897 49 83 42 2848 2267 581 2245 2207 557 46 511 490 45 445 67 47 2174 2144 44 378 52 326
internal_count=3121 3087 3065 3045 3023 3000 2980 2897 49 83 42 2848 2267 581 2245 2207 557 46 511 490 45 445 67 47 2174 2144 44 378 52 326
is_linear=0
shrinkage=0.1


Tree=7721
num_leaves=31
num_cat=0
split_feature=33 34 34 11 1429 156 1425 1426 1429 2 1429 52 471 1446 3 3 4 3 44 158 1452 159 159 42 50 50 475 2 3 156
split_gain=1.94399e-09 1.86555e-09 2.21071e-09 2.20116e-09 1.78719e-09 4.09533e-09 2.04929e-09 2.06989e-09 1.77358e-09 6.16462e-09 2.74458e-09 2.12487e-09 3.90395e-09 2.91193e-09 5.44861e-09 7.69249e-09 2.98231e-09 1.35499e-08 2.69984e-09 7.06966e-09 3.09402e-09 4.2007e-09 6.42634e-09 5.18202e-09 4.08591e-09 4.53816e-09 3.44674e-09 1.35921e-08 2.3533e-08 2.21352e-08
threshold=-0.0066799999999999993 -0.112215 -0.085114999999999982 -1.0000000180025095e-35 -0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 -0.07700499999999999 0.086000000000000007 -0.012159999999999999 -0.56741999999999992 0.10338500000000002 0.10324000000000001 -0.065229999999999996 -0.082284999999999983 -0.50690499999999983 -0.098469999999999988 0.099360000000000018 -0.47356499999999996 -0.073234999999999981 -0.46871499999999994 -0.45371999999999996 0.087665000000000007 0.13767000000000004 0.13159000000000001 -0.085719999999999977 0.087545000000000026 -0.087429999999999994 0.08549000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 8 9 -6 -10 -12 13 16 15 -15 17 -13 19 -18 -21 23 -23 -22 25 26 27 28 -24 -29
right_child=1 2 3 4 5 -7 -8 -9 10 -11 11 12 -14 14 -16 -17 18 -19 -20 20 21 22 24 -25 -26 -27 -28 29 -30 -31
leaf_value=7.5201777797380653e-07 -9.2585319490271185e-07 9.1648512046469059e-07 -1.0061897212794562e-06 -9.003021949121666e-07 8.1067583178909528e-07 1.4304905198514461e-06 -9.2559254530518357e-07 1.0160777225109997e-06 9.9193550551847556e-07 -1.2733719103152908e-06 8.0728844267241592e-07 6.8510552296174866e-07 -1.3705694809253882e-06 -4.894429205630028e-08 -5.8437538427824623e-07 2.4574873705205393e-06 1.6794622970337514e-06 -2.4671285541444378e-06 -1.059614116627472e-06 -1.0557364272959345e-06 -1.4672166571472189e-07 -1.5791522986756507e-06 2.1324933549493606e-06 2.1024208503409422e-06 -1.2974357389339276e-06 1.3820792659657856e-06 -2.4739312846725733e-08 9.9557806265693227e-08 -2.2146551237145821e-06 4.3156271834732253e-06
leaf_weight=34 22 26 22 22 22 20 24 20 28 40 32 30 21 24 25 25 25 25 24 28 20 26 20 21 24 24 2361 33 33 20
leaf_count=34 22 26 22 22 22 20 24 20 28 40 32 30 21 24 25 25 25 25 24 28 20 26 20 21 24 24 2361 33 33 20
internal_value=0 -8.28394e-09 -1.6978e-09 -9.55326e-09 -2.28578e-09 4.31067e-09 -5.27709e-09 2.20768e-09 -4.71057e-09 -5.33871e-07 6.72476e-09 -2.98517e-09 -1.22158e-08 -1.98427e-09 6.16934e-07 1.22985e-06 -1.88597e-08 -7.47728e-07 -3.78346e-09 5.83321e-09 -1.01977e-08 1.14042e-09 -1.50617e-08 1.00528e-06 1.1078e-09 1.36189e-08 3.05911e-10 5.58153e-07 -5.74222e-07 1.69053e-06
internal_weight=0 3087 3065 3039 3017 2995 2975 2951 2931 62 2869 2841 2809 2788 74 49 2714 55 2659 2635 2610 2582 2541 41 2515 2491 2467 106 53 53
internal_count=3121 3087 3065 3039 3017 2995 2975 2951 2931 62 2869 2841 2809 2788 74 49 2714 55 2659 2635 2610 2582 2541 41 2515 2491 2467 106 53 53
is_linear=0
shrinkage=0.1


Tree=7722
num_leaves=31
num_cat=0
split_feature=156 472 142 11 147 147 10 4 0 51 33 46 46 0 448 447 97 9 12 12 0 12 12 0 43 1210 2 403 43 43
split_gain=2.23785e-09 2.42696e-09 1.82284e-09 3.67484e-09 2.35115e-09 2.78037e-09 2.65464e-09 2.75555e-08 4.58631e-08 4.57269e-08 4.71395e-09 2.5249e-09 2.62042e-09 3.03029e-09 2.28166e-09 2.35007e-09 2.67203e-09 8.17934e-09 2.04587e-09 1.2309e-08 1.86248e-08 1.41684e-08 1.17394e-08 1.18727e-08 7.2187e-09 6.40071e-09 1.6889e-08 5.74176e-09 8.00299e-09 1.45576e-08
threshold=0.3248100000000001 -0.095174999999999996 -0.057499999999999989 -0.014494999999999999 0.099730000000000027 0.093875000000000014 -0.011559999999999999 0.053180000000000012 -0.10151999999999999 0.080335000000000018 -1.0000000180025095e-35 0.10987500000000001 0.083550000000000013 -0.23811499999999999 -0.087399999999999992 0.090460000000000013 -0.084639999999999979 -1.0000000180025095e-35 0.085355000000000014 0.08493500000000001 -0.086934999999999985 0.084795000000000023 0.085635000000000003 -0.086234999999999992 -0.081374999999999989 -0.12043 0.085625000000000021 0.088465000000000002 0.084740000000000024 0.13895500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 9 -9 -5 -8 12 13 -12 -15 16 -16 -18 19 21 24 27 23 -20 -21 26 -24 28 -19 -30
right_child=-2 2 3 4 -6 -7 10 8 -10 -11 11 -13 -14 14 15 -17 17 18 22 20 -22 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=9.6938471800128286e-07 -9.8275501801728522e-07 8.6724640482316326e-07 -1.2954408737962034e-06 -5.7341231067333692e-06 8.050045194194252e-07 -1.037589959196339e-06 1.3601409731423841e-06 4.6496898020558845e-06 -1.2100037766311503e-06 1.6837690167343618e-07 1.0251449174543738e-06 1.1270685848252527e-06 -1.0635205496634586e-06 -9.9427785273845716e-07 -1.1258789608551266e-06 1.0597037977450306e-06 1.7715954667297549e-06 -7.1974713591215708e-08 2.2908658961352471e-08 -1.2776916316232183e-06 -3.2900154534824351e-06 2.4231473906124649e-06 -3.2856307731506042e-06 3.3855507178075295e-06 1.347299914868927e-06 4.8227820237638616e-08 2.6499764243379943e-07 9.6758245377396666e-07 -3.4743354954969162e-06 -5.5237288079572888e-08
leaf_weight=26 23 24 22 21 36 26 26 22 34 35 29 20 23 23 21 21 26 716 21 22 30 23 21 21 20 1651 37 48 20 33
leaf_count=26 23 24 22 21 36 26 26 22 34 35 29 20 23 23 21 21 26 716 21 22 30 23 21 21 20 1651 37 48 20 33
internal_value=0 7.29666e-09 -8.46013e-10 -7.68139e-09 1.68104e-09 -7.99108e-09 1.04049e-09 -4.76521e-07 1.09202e-06 -2.04506e-06 1.97947e-08 7.46309e-09 -5.16993e-10 8.26816e-09 -2.43969e-09 5.91339e-09 -2.25251e-09 6.52256e-09 -1.07106e-08 -1.32161e-07 -1.387e-06 -2.46037e-08 5.25462e-08 1.70423e-06 -2.76957e-08 1.19548e-08 -1.02057e-06 -9.35122e-08 -1.59744e-07 -1.34546e-06
internal_weight=0 3098 3072 3048 3026 2990 2964 112 56 56 2852 2826 2806 2783 2754 2731 2710 2689 2663 912 72 840 1751 42 42 1709 58 817 769 53
internal_count=3121 3098 3072 3048 3026 2990 2964 112 56 56 2852 2826 2806 2783 2754 2731 2710 2689 2663 912 72 840 1751 42 42 1709 58 817 769 53
is_linear=0
shrinkage=0.1


Tree=7723
num_leaves=31
num_cat=0
split_feature=156 472 40 130 12 13 1211 50 13 4 2 399 42 401 133 133 131 482 483 15 12 12 0 4 4 1212 1212 2 1453 43
split_gain=1.81264e-09 1.96586e-09 1.73362e-09 4.43499e-09 3.12938e-09 2.85273e-09 1.81678e-09 8.85161e-09 5.09563e-09 5.80637e-09 8.9274e-09 2.89017e-09 4.95435e-09 2.19004e-09 4.40625e-09 4.66843e-09 2.32712e-09 4.81337e-09 3.95532e-09 2.43612e-09 2.34992e-09 4.28809e-09 8.52662e-09 4.01087e-09 3.6507e-09 3.09016e-09 5.84161e-09 2.37523e-08 1.12261e-08 5.66767e-09
threshold=0.3248100000000001 -0.095174999999999996 -0.24620999999999996 -0.22699999999999995 0.13043000000000002 0.097995000000000013 0.087635000000000005 0.096900000000000014 -0.087184999999999985 -0.079329999999999984 0.094095000000000012 0.091895000000000018 -0.031659999999999994 -0.13200999999999999 0.51114000000000004 0.41892500000000005 0.11863000000000001 0.12191 0.12325000000000001 0.090750000000000011 0.11586 0.10832500000000002 -0.074229999999999977 0.033845000000000007 0.024790000000000003 0.091580000000000009 0.087615000000000012 0.084755000000000011 -0.095239999999999991 -0.0098449999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 11 8 -8 -10 -11 13 -13 -5 15 16 17 18 20 -18 21 25 -23 -24 -22 26 28 -28 -15 -27
right_child=-2 2 3 4 5 -7 7 -9 9 10 -12 12 -14 14 -16 -17 19 -19 -20 -21 24 22 23 -25 -26 29 27 -29 -30 -31
leaf_value=8.7244622696184369e-07 -8.8447956801721146e-07 9.2722462795791217e-07 -1.4215448789979169e-06 7.5131001630005499e-07 9.4726763591373164e-08 1.4807397743905111e-06 9.2347075906218381e-07 1.8645545242179652e-06 4.7501246779941341e-07 -2.8186656913931075e-06 -5.2431088144138422e-08 -6.2126018024584598e-08 -1.8280337344004732e-06 2.345267221244285e-06 -1.0785249729066822e-06 1.5142123822897703e-06 4.0973508248498551e-08 1.500391715039552e-06 -1.2237153589046137e-06 -1.48394978458038e-06 -1.466118041864522e-06 -4.4999619888130841e-07 2.7413903629280869e-06 7.3867381800596387e-07 3.1642522856145662e-07 1.0099185604120528e-06 -3.7006767916820883e-06 5.7677525897842688e-07 -3.4284569765823436e-08 -9.083509996798967e-07
leaf_weight=26 23 20 22 37 33 27 37 30 36 20 28 47 24 20 39 20 20 21 27 22 27 32 20 20 20 67 21 34 2281 20
leaf_count=26 23 20 22 37 33 27 37 30 36 20 28 47 24 20 39 20 20 21 27 22 27 32 20 20 20 67 21 34 2281 20
internal_value=0 6.56321e-09 -7.6523e-10 -6.84642e-09 3.42532e-09 7.18433e-07 -1.10193e-08 3.26915e-07 -5.43183e-08 -4.85011e-07 -1.20503e-06 -2.91207e-08 -6.59053e-07 -1.28452e-08 -2.32745e-08 -7.87224e-09 -1.9351e-08 -7.46799e-09 -1.96986e-08 -7.57796e-07 -7.0099e-09 6.08243e-09 7.66686e-07 1.74003e-06 -7.07589e-07 -1.63341e-08 -3.79464e-08 -1.05643e-06 -1.36018e-08 5.68937e-07
internal_weight=0 3098 3072 3052 3030 60 2970 151 121 84 48 2819 71 2748 2711 2672 2652 2610 2589 42 2562 2515 72 40 47 2443 2356 55 2301 87
internal_count=3121 3098 3072 3052 3030 60 2970 151 121 84 48 2819 71 2748 2711 2672 2652 2610 2589 42 2562 2515 72 40 47 2443 2356 55 2301 87
is_linear=0
shrinkage=0.1


Tree=7724
num_leaves=31
num_cat=0
split_feature=130 130 15 130 15 133 52 394 42 132 43 1204 4 400 16 2 132 1 0 1185 0 3 1420 16 15 1429 1429 16 2 2
split_gain=1.82992e-09 1.62654e-08 5.92063e-09 6.8541e-09 6.64272e-09 3.42918e-09 4.21359e-09 3.13069e-09 1.19281e-08 3.18706e-09 5.4949e-08 4.2718e-08 1.16293e-08 3.9454e-09 1.19051e-08 3.5557e-09 2.82341e-09 4.10274e-09 2.82112e-09 2.89627e-09 2.39533e-09 3.3011e-09 9.67678e-09 4.32394e-09 8.31761e-09 2.85503e-09 5.59699e-09 3.17891e-09 4.60359e-09 1.01144e-08
threshold=-0.0075749999999999993 -0.004729999999999999 0.088345000000000021 -0.10152499999999999 0.087575000000000014 -0.097509999999999986 0.087765000000000024 -0.0065099999999999993 -0.021469999999999996 -0.083284999999999984 -0.011694999999999999 -0.082199999999999981 -0.069999999999999993 -0.064794999999999978 -0.076669999999999988 0.089320000000000024 -0.41127499999999995 0.089935000000000015 -0.085669999999999982 0.084795000000000009 0.22582000000000002 -0.24462999999999999 0.056520000000000008 0.63636000000000015 -0.068899999999999975 -0.23587499999999997 -0.094049999999999981 0.5136400000000001 0.10613000000000002 0.099185000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 18 8 -3 10 -9 -11 -12 14 15 -13 -14 -18 -7 -20 21 -15 23 25 -25 -23 -27 -28 29 -29
right_child=1 7 3 -5 -6 6 -8 9 -10 11 12 13 16 20 -16 -17 17 -19 19 -21 -22 22 -24 24 -26 26 27 28 -30 -31
leaf_value=1.3221888561929518e-06 -2.8652919982619097e-06 -3.5670807284765723e-07 1.8190348782809451e-10 2.5580222628915102e-06 -1.6037723447291023e-06 1.7739316895415414e-07 8.7465119792777082e-07 4.6228281545469286e-06 2.6272283900566219e-06 -3.930220501047188e-06 -2.5600669522148002e-06 6.8373714673891139e-07 5.8432708875955092e-07 1.1785151875064122e-06 2.722547333178227e-06 -1.1585644506340031e-06 1.1496193197204876e-07 -1.5777894142437228e-06 -2.2197557806672799e-07 -1.7228606702701653e-06 -1.1127330094495847e-06 -1.1854207752462354e-06 -2.2157963019253658e-06 -3.7887898346731335e-07 2.4706070942315252e-06 1.5381256330131337e-06 -6.1376202125909766e-09 -1.155254168797423e-06 -1.3445279870955512e-06 1.7891406639591879e-06
leaf_weight=25 20 37 20 22 22 76 48 26 21 28 21 22 48 23 21 20 45 21 36 20 20 21 20 21 20 23 2282 28 44 20
leaf_count=25 20 37 20 22 22 76 48 26 21 28 21 22 48 23 21 20 45 21 36 20 20 21 20 21 20 23 2282 28 44 20
internal_value=0 -2.35168e-08 2.49326e-07 1.34e-06 4.75266e-08 2.24739e-07 7.23156e-08 -3.44781e-09 7.23683e-07 -1.8651e-08 4.13165e-07 -4.52573e-08 -3.97585e-07 -3.17647e-09 7.78483e-07 -1.93549e-07 7.6675e-10 -4.23641e-07 -2.19443e-07 -7.58006e-07 -2.27025e-08 -1.39892e-08 -2.50532e-08 -7.23499e-09 1.01111e-06 -2.45023e-08 -1.43315e-08 -2.93722e-08 -6.05691e-07 7.1577e-08
internal_weight=0 2852 269 42 227 205 180 2832 58 2774 161 2613 135 2585 63 42 114 66 132 56 2522 2502 2479 2459 41 2418 2397 2374 92 48
internal_count=3121 2852 269 42 227 205 180 2832 58 2774 161 2613 135 2585 63 42 114 66 132 56 2522 2502 2479 2459 41 2418 2397 2374 92 48
is_linear=0
shrinkage=0.1


Tree=7725
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1201 47 0 15 47 47 3 9 10 47 42 4 49 131 124 123 1 159 0 15 0 12 0 43 1 48 160
split_gain=1.95203e-09 1.05359e-08 7.63465e-09 2.57696e-09 1.95643e-09 1.58154e-08 4.67573e-08 1.35497e-08 1.13167e-08 6.11372e-09 2.15291e-09 9.04716e-09 2.12257e-09 5.62581e-09 4.54844e-09 2.90129e-09 2.17253e-09 2.10564e-09 2.33445e-09 8.55412e-09 8.11954e-09 1.04457e-08 6.54092e-09 3.83904e-09 9.78731e-09 9.77056e-09 2.30063e-08 7.46629e-09 7.13499e-09 8.07636e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.08261499999999998 0.094160000000000008 -0.10151999999999999 -0.11713499999999999 0.090100000000000013 0.09717000000000002 0.097915000000000016 0.08925000000000001 0.053330000000000009 0.11939500000000002 0.094165000000000013 0.058735000000000009 0.13984500000000002 0.092225000000000015 0.10195500000000002 0.086445000000000008 0.13707500000000003 0.085035000000000013 -0.064754999999999993 -0.091184999999999988 -0.14794999999999997 -1.0000000180025095e-35 -0.14116499999999996 -0.080954999999999985 0.078340000000000007 0.087555000000000008 0.083670000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 7 6 9 10 -7 -6 17 -12 13 16 15 -14 -10 18 23 20 21 22 -20 24 -5 26 -25 -26 29 -29
right_child=1 3 -4 4 5 8 -8 -9 12 -11 11 -13 14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 25 27 -27 -28 28 -30 -31
leaf_value=-6.2996448206407425e-08 2.2536478571141959e-06 1.1093089099068448e-06 -1.8294056202857894e-06 2.0993724197343659e-06 -1.0873705777688277e-06 -2.4960231307602499e-06 5.1288414103585948e-06 -1.9570134474141316e-06 -1.6777113034082948e-07 8.7121496054511649e-07 2.2508620867527152e-06 -3.7460491398633166e-07 1.9411618798888713e-06 -1.6560631276819472e-06 -5.1617325566596642e-07 2.5824469048529861e-07 9.8467013390832324e-07 8.6117280109950427e-07 -3.8028470135031969e-06 1.2032873039515835e-06 3.8526973753505447e-07 8.1622246625556735e-08 -1.2453256817934745e-06 7.6498596359316075e-07 1.7201184988380193e-06 -1.5506013847562086e-08 -3.8082906423204061e-06 -1.0152221738607273e-07 1.0835461557689995e-06 -2.1899090504782428e-06
leaf_weight=194 21 21 28 29 30 20 24 36 74 34 21 35 21 23 29 20 21 27 20 25 34 25 20 22 26 2040 22 117 40 22
leaf_count=194 21 21 28 29 30 20 24 36 74 34 21 35 21 23 29 20 21 27 20 25 34 25 20 22 26 2040 22 117 40 22
internal_value=0 2.18862e-08 -2.85787e-07 5.60162e-09 -2.51103e-09 2.40898e-07 1.36469e-06 -3.06442e-08 -2.34551e-07 -4.6872e-08 -3.17912e-09 6.09945e-07 6.03099e-09 -2.52766e-07 4.4229e-07 1.12023e-06 8.6979e-08 -1.70855e-08 -2.6796e-08 -4.49529e-07 -8.66906e-07 -1.52189e-06 -2.52409e-06 -4.1822e-09 3.79874e-07 -4.73056e-08 -1.52165e-06 1.36628e-07 -9.33757e-08 -4.32058e-07
internal_weight=0 2899 222 2878 2857 296 88 2561 208 64 2525 56 188 118 70 41 95 2469 2442 124 99 65 40 2318 234 2084 44 205 179 139
internal_count=3121 2899 222 2878 2857 296 88 2561 208 64 2525 56 188 118 70 41 95 2469 2442 124 99 65 40 2318 234 2084 44 205 179 139
is_linear=0
shrinkage=0.1


Tree=7726
num_leaves=31
num_cat=0
split_feature=1203 132 132 1203 42 130 399 1204 1186 129 1184 14 2 51 1456 45 142 105 33 12 131 1212 401 133 16 52 1210 96 9 16
split_gain=1.81355e-09 2.27945e-09 9.38732e-09 5.61707e-09 2.32324e-09 2.8979e-09 2.39699e-09 2.0705e-09 1.85234e-09 4.52312e-09 4.68218e-09 1.95037e-09 9.45209e-09 8.69801e-09 5.14504e-09 3.98385e-09 4.54216e-09 2.69448e-09 4.46798e-09 2.61177e-09 2.38709e-09 2.83153e-09 3.58383e-09 7.00043e-09 6.7859e-09 1.5682e-08 3.08833e-09 2.3114e-09 3.45234e-09 2.76974e-08
threshold=-1.0000000180025095e-35 -0.083174999999999985 -0.050879999999999988 0.088820000000000024 -0.018024999999999996 0.08610000000000001 0.08759500000000002 -0.084344999999999989 0.089315000000000019 -0.077709999999999987 0.083155000000000021 -0.23960999999999996 0.10402500000000002 0.080335000000000018 0.12676500000000004 0.094030000000000016 -1.0000000180025095e-35 0.079510000000000011 -0.0066799999999999993 -0.069644999999999985 0.13612500000000002 0.13631000000000001 -0.078179999999999986 0.51114000000000004 -0.072359999999999994 0.10263500000000002 0.24726500000000004 0.087370000000000017 -0.013509999999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7 -6 9 -4 11 12 -11 19 15 16 -13 18 -18 -14 21 22 24 26 -20 -26 27 28 29 -24
right_child=1 2 8 -5 7 6 -8 -9 -10 10 -12 14 13 -15 -16 -17 17 -19 20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=7.737747576660089e-07 -1.1457987012717139e-06 1.9446290009454973e-06 -1.2988887285111426e-06 -1.646464992534545e-06 -2.6740465184360576e-07 4.7791555714819626e-07 -7.1103856508140482e-07 8.2433721367555058e-07 7.0138968270827256e-07 1.7883606028527599e-06 1.5262305839769398e-06 1.4305328963101519e-06 -2.2477880316602815e-07 -2.0075429864618855e-06 -1.4541009037429832e-06 -1.2212435885211798e-06 1.3012589114133824e-06 -1.1144108374206883e-06 -7.4247036950096543e-07 1.1554886004187912e-06 8.7044001096122277e-07 -8.9522658330482757e-07 3.2598896505869166e-06 -1.4380642431076143e-06 3.3213549469027473e-06 -3.7490083049836665e-07 1.1151980909100228e-06 -1.0012978890472368e-06 -3.1775257517554625e-08 -1.763216156445781e-06
leaf_weight=30 36 25 27 28 32 39 30 38 37 34 20 22 29 20 25 27 26 22 22 26 30 37 23 35 22 24 24 24 2286 21
leaf_count=30 36 25 27 28 32 39 30 38 37 34 20 22 29 20 25 27 26 22 22 26 30 37 23 35 22 24 24 24 2286 21
internal_value=0 -7.49695e-09 1.52705e-08 -3.31401e-07 -1.20991e-07 -4.18488e-07 -3.9021e-08 3.25255e-07 -1.57682e-09 -1.07806e-08 1.64493e-09 -9.32726e-09 4.05298e-07 -2.2169e-07 -2.62539e-08 -1.27582e-08 -2.94838e-10 -1.24205e-08 -3.00178e-09 4.27711e-07 -1.63106e-08 -2.68755e-08 -1.39255e-08 -3.41015e-08 7.02027e-07 1.39287e-06 -1.34376e-08 -2.49445e-08 -1.48877e-08 8.62498e-07
internal_weight=0 3091 2888 203 175 105 69 70 2863 2826 2799 2779 109 75 2670 2645 2618 2596 2574 55 2548 2518 2481 2413 68 46 2378 2354 2330 44
internal_count=3121 3091 2888 203 175 105 69 70 2863 2826 2799 2779 109 75 2670 2645 2618 2596 2574 55 2548 2518 2481 2413 68 46 2378 2354 2330 44
is_linear=0
shrinkage=0.1


Tree=7727
num_leaves=31
num_cat=0
split_feature=12 130 132 50 1185 1203 1204 1429 1417 11 12 155 11 155 50 44 4 50 401 403 133 50 3 52 52 52 1456 484 131 0
split_gain=1.79889e-09 4.21048e-09 1.81306e-09 4.97461e-08 2.71291e-08 7.95136e-09 2.04023e-09 1.82205e-09 4.91868e-09 2.22291e-09 7.59525e-09 1.76388e-08 6.29155e-09 5.58786e-09 2.25289e-09 5.13558e-09 6.88825e-09 4.86675e-09 4.61249e-09 1.34515e-08 7.69205e-09 5.74118e-09 8.66963e-09 3.8239e-09 1.73162e-08 1.65927e-08 8.65468e-09 1.14586e-08 2.35507e-08 4.14513e-08
threshold=0.23631000000000002 -0.22461999999999996 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.082884999999999986 0.12521000000000002 -0.080324999999999994 0.088215000000000002 0.10149500000000002 0.12509500000000004 0.099410000000000012 0.13657000000000002 0.12213000000000002 0.10049500000000001 0.015030000000000002 0.11941000000000002 -0.13200999999999999 -0.070544999999999983 0.51114000000000004 0.11318500000000002 -0.078244999999999995 0.10160000000000001 0.10611000000000001 0.096795000000000006 -0.16825499999999996 -0.017214999999999998 0.089415000000000008 -0.077259999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 -6 8 -8 13 11 -11 -12 14 17 16 -16 18 19 -10 21 23 -23 25 -25 -20 -26 -28 -29 -30
right_child=-2 2 4 -5 6 -7 7 -9 9 10 12 -13 -14 -15 15 -17 -18 -19 20 -21 -22 22 -24 24 26 -27 27 28 29 -31
leaf_value=1.2498614412211115e-06 -8.8111575243364433e-07 -5.5256816051624313e-09 -3.5237260032193839e-06 4.9007518262962033e-06 7.1979014513509848e-07 -2.108472080237789e-06 -1.5046904908641326e-06 9.4252313544984653e-07 2.6378407574156885e-06 -3.3187465499361646e-07 -1.7183942840607155e-06 3.5323620457867425e-06 5.8945776328511322e-07 -1.5724938580403788e-06 2.6677710954188462e-07 -9.9097244194788132e-07 2.2199597790107796e-06 -1.5439545233589127e-06 -1.7706687078179216e-08 -3.0519450253295209e-07 -1.7484750283249294e-06 2.9699345943229741e-07 -2.2177625565150107e-06 2.8393675643201276e-06 -1.8047413959720872e-06 -2.5608877509652166e-06 1.7660756145158854e-06 4.3674003751797511e-07 -4.3182497991741308e-06 1.4744903280318665e-06
leaf_weight=27 23 178 22 21 39 20 22 20 25 27 21 21 27 23 84 22 23 21 1930 41 26 26 29 25 22 26 43 236 30 21
leaf_count=27 23 178 22 21 39 20 22 20 25 27 21 21 27 23 84 22 23 21 1930 41 26 26 29 25 22 26 43 236 30 21
internal_value=0 6.54028e-09 -4.39091e-09 2.72889e-07 -2.56828e-08 -2.17945e-07 1.5105e-09 -8.52637e-09 -1.53907e-08 -3.47194e-09 4.69251e-07 1.35873e-06 -4.20228e-07 -2.05776e-08 -7.00574e-09 4.00519e-07 6.8662e-07 -2.80256e-08 -1.51891e-08 8.09592e-07 -3.7739e-08 -1.91129e-08 -1.02897e-06 4.69421e-09 2.96309e-07 -5.15118e-08 1.15694e-07 2.43723e-07 1.56357e-08 -1.933e-06
internal_weight=0 3098 3071 219 2852 198 2830 2791 2771 2749 96 48 48 2653 2630 129 107 2501 2480 66 2414 2388 55 2333 377 1956 352 330 287 51
internal_count=3121 3098 3071 219 2852 198 2830 2791 2771 2749 96 48 48 2653 2630 129 107 2501 2480 66 2414 2388 55 2333 377 1956 352 330 287 51
is_linear=0
shrinkage=0.1


Tree=7728
num_leaves=31
num_cat=0
split_feature=45 0 1429 156 1429 104 11 33 47 47 47 394 148 447 16 13 147 48 3 2 2 1 16 12 49 403 2 2 2 480
split_gain=1.93652e-09 1.71391e-08 3.54479e-09 4.00102e-09 2.20725e-09 2.06216e-09 5.06747e-09 3.36023e-09 3.03387e-09 2.15344e-08 1.41026e-08 2.38766e-09 2.15672e-09 3.97512e-09 2.98426e-09 5.49084e-09 3.5908e-09 2.50237e-09 2.40807e-09 6.85949e-09 7.42577e-09 1.48194e-08 7.01009e-09 6.11302e-09 5.94954e-09 6.17305e-09 4.42868e-09 2.58692e-08 2.5036e-08 1.27112e-08
threshold=0.084355000000000013 -0.14723999999999998 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.088500000000000009 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.096475000000000019 0.091340000000000018 0.264685 -0.10069499999999999 0.094580000000000011 -0.54656499999999986 -0.029529999999999997 0.093875000000000014 0.11714000000000001 -0.096099999999999977 0.11548000000000001 0.094095000000000012 0.080270000000000022 -0.010699999999999999 0.095780000000000018 -0.012034999999999999 0.08888500000000002 0.093175000000000022 0.093680000000000013 0.092635000000000009 0.10711000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -6 -8 10 -10 11 12 -9 14 15 -14 17 18 19 20 24 23 -21 -22 -16 -26 28 -28 29 -20
right_child=1 -3 3 -5 5 -7 7 8 9 -11 -12 -13 13 -15 16 -17 -18 -19 26 22 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-1.3370206750096259e-06 2.7930279803253407e-06 -9.5817021470511167e-07 -1.0323140605535064e-06 1.408398234161723e-06 1.4821865076658262e-06 -9.6814640022041032e-07 -1.1183873775061566e-06 7.9643306420962296e-07 3.3945523910006161e-06 6.6897435036215195e-08 -2.6120883657789645e-06 9.8252683547646805e-07 1.8566137014288501e-07 -1.2146233059086496e-06 -1.4349066880186001e-06 -1.916948350872585e-06 1.2160042731560832e-06 9.1036876695178423e-07 2.6971796119307211e-08 2.2860692528052614e-07 3.452971213135925e-06 4.3738412574859235e-08 -2.1680689176560997e-06 1.2595318184838578e-06 4.4227922083549037e-07 -1.2197956585588635e-06 -3.4265074627910507e-06 -1.5278612553158513e-07 3.4667524389641628e-06 -2.3970043226739793e-06
leaf_weight=20 21 29 21 20 23 22 27 32 21 263 21 24 27 28 25 23 24 29 1299 26 24 69 23 27 159 26 25 700 21 22
leaf_count=20 21 29 21 20 23 22 27 32 21 263 21 24 27 28 25 23 24 29 1299 26 24 69 23 27 159 26 25 700 21 22
internal_value=0 6.17333e-07 -1.00504e-08 -1.35182e-09 -1.0654e-08 -3.52617e-09 3.57612e-09 -7.89371e-09 2.31164e-09 3.12956e-07 -3.09299e-08 -1.03434e-08 -1.94767e-08 -2.96083e-08 -1.65913e-08 -7.81539e-07 -1.28622e-09 -1.30902e-08 -2.40389e-08 2.07678e-07 3.71611e-07 9.99138e-07 -8.96363e-07 2.29174e-06 1.3024e-08 2.0869e-07 -6.65258e-08 -2.65673e-07 4.10612e-08 -1.33972e-08
internal_weight=0 50 3071 3051 3031 3010 2988 2965 2938 284 2654 2633 2609 2577 2549 50 2499 2475 2446 379 330 120 49 51 210 185 2067 725 1342 1321
internal_count=3121 50 3071 3051 3031 3010 2988 2965 2938 284 2654 2633 2609 2577 2549 50 2499 2475 2446 379 330 120 49 51 210 185 2067 725 1342 1321
is_linear=0
shrinkage=0.1


Tree=7729
num_leaves=31
num_cat=0
split_feature=156 1429 1447 131 131 160 1447 4 484 15 481 133 481 1455 2 15 16 1455 1428 12 42 1210 128 4 13 132 43 4 12 132
split_gain=2.24334e-09 2.76015e-09 1.80818e-09 1.74093e-09 2.09486e-08 9.68239e-09 9.00934e-09 1.99651e-08 6.01747e-09 1.82121e-08 5.8963e-09 1.27162e-08 7.89654e-09 4.89739e-09 1.40976e-08 9.52983e-09 1.0237e-08 5.09895e-09 5.90704e-09 4.34693e-09 1.0374e-08 6.65259e-09 6.00971e-09 5.61483e-09 7.10088e-09 3.74387e-09 2.50192e-08 1.20022e-08 5.69695e-09 5.80125e-09
threshold=0.3248100000000001 -0.23166999999999996 -0.14960499999999996 0.090690000000000007 0.090175000000000019 -0.4136149999999999 0.059120000000000013 -0.0078799999999999981 -0.017214999999999998 0.093575000000000019 -0.087424999999999989 0.085355000000000014 -0.085629999999999984 0.087930000000000022 0.086675000000000016 -0.068899999999999975 0.051380000000000002 0.084965000000000027 -0.020064999999999996 0.087445000000000009 -0.088934999999999986 -0.079504999999999978 0.085955000000000018 -0.0016099999999999997 -0.070304999999999992 0.087955000000000019 -0.079734999999999986 -0.011884999999999998 0.23631000000000002 0.084605000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -5 10 -8 -7 19 11 -4 -12 17 -15 -16 -17 18 -14 20 -10 -21 23 24 -23 28 27 -27 29 -20
right_child=-2 2 3 5 -6 8 7 -9 9 -11 12 -13 13 14 15 16 -18 -19 25 21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=1.0755508744371887e-06 -9.8396171977029829e-07 7.9889809317787052e-07 7.2826786537108196e-08 2.2803438379729153e-06 -3.2607908178761139e-06 1.2573484771618688e-06 3.7198511319047617e-06 -6.948659183708947e-07 -2.2761895985984835e-06 -2.6639954930942624e-06 1.5238196572847136e-06 -3.0720726294930502e-06 -1.5443816300830806e-06 -2.9424673869016262e-06 1.1285904225292758e-06 9.2138607215019875e-08 -2.5202620813994754e-06 1.5497564055251478e-06 2.5557043329633448e-08 2.1388901132013418e-06 1.3608562070696783e-07 -2.1565107497660091e-06 1.8506605022139412e-06 7.0628724406021125e-07 4.1335657356841918e-08 1.9177973214823395e-06 -2.835588478581375e-06 -8.9100604225614956e-07 -1.6536866532135265e-06 1.6574424183669511e-06
leaf_weight=24 23 28 36 21 20 38 20 21 22 25 33 20 25 22 37 40 24 21 2221 21 94 21 20 59 49 32 33 29 20 22
leaf_count=24 23 28 36 21 20 38 20 21 22 25 33 20 25 22 37 40 24 21 2221 21 94 21 20 59 49 32 33 29 20 22
internal_value=0 7.30344e-09 -1.03682e-09 -8.39012e-09 -3.65016e-08 1.94924e-07 -1.22223e-08 1.45865e-06 6.94407e-08 -7.57056e-08 -3.52839e-08 -1.05035e-06 -1.30706e-08 -3.31487e-08 -6.48595e-07 -1.4894e-07 -8.87512e-07 -1.6465e-09 -1.53239e-08 1.50544e-07 -3.21415e-07 4.72586e-07 2.37737e-07 -1.23281e-08 -6.18018e-07 8.94405e-10 -6.1749e-07 5.82465e-07 2.65807e-08 4.15631e-08
internal_weight=0 3098 3074 3046 2676 370 2656 41 349 311 2615 56 2559 2526 123 101 64 2403 2382 286 116 170 149 129 70 2357 94 61 2263 2243
internal_count=3121 3098 3074 3046 2676 370 2656 41 349 311 2615 56 2559 2526 123 101 64 2403 2382 286 116 170 149 129 70 2357 94 61 2263 2243
is_linear=0
shrinkage=0.1


Tree=7730
num_leaves=31
num_cat=0
split_feature=156 1429 132 1185 1203 12 16 12 130 15 1201 402 43 402 401 15 15 131 2 3 147 15 3 480 1456 153 1451 1451 12 12
split_gain=1.81712e-09 2.2357e-09 1.72563e-09 1.13799e-08 3.90801e-09 1.8677e-09 3.05347e-09 2.44424e-09 2.40143e-09 2.01951e-09 1.71034e-09 1.79081e-09 8.13473e-09 4.28486e-09 2.52485e-09 2.57163e-09 1.17863e-08 1.82352e-08 2.49117e-08 1.15511e-08 4.3227e-09 4.35629e-09 3.50791e-09 3.28438e-09 2.72626e-09 3.35313e-09 2.95046e-09 3.26458e-09 2.65417e-09 6.87525e-09
threshold=0.3248100000000001 -0.23166999999999996 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11232500000000002 -0.06421499999999998 0.10061500000000002 1.0000000180025095e-35 0.084655000000000022 -0.080364999999999978 -0.45015499999999992 0.05259500000000001 -0.42072999999999994 -0.099524999999999988 0.11461000000000002 0.11773500000000002 0.090495000000000006 0.093320000000000014 -0.067429999999999976 0.10735000000000001 0.11171000000000002 -0.042499999999999989 -0.087719999999999979 0.11510000000000002 0.082840000000000011 0.091400000000000009 0.080930000000000016 0.10866500000000003 0.10645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 -7 8 -3 -10 -5 12 -12 -13 -15 20 -17 18 -18 -20 21 23 -21 -16 25 26 27 28 29 -25
right_child=-2 2 3 10 -6 6 -8 -9 9 -11 11 13 -14 14 15 16 17 -19 19 22 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=9.6799583578407099e-07 -8.8556558773194895e-07 2.4689510526767866e-07 2.339170627930712e-06 6.8755846614168256e-07 -1.3744566229791287e-06 -1.5122285007733313e-06 1.9501322498172161e-07 1.0556858823985662e-06 -9.5087773825770678e-09 -1.2558900373540804e-06 6.2532361753523333e-07 1.3968140851003144e-06 -1.503828273024211e-06 -1.0047407026831934e-06 -1.0188495861579977e-06 2.0170147893492995e-06 2.9917345194729117e-06 -2.8314941397411529e-06 -1.834296855416623e-06 1.3415798574757133e-06 -1.4858160500352825e-06 -1.2973318969390956e-06 -1.6584505446141858e-07 1.666831321174001e-08 8.8076182005952184e-07 -1.1720524900245741e-06 -1.1640811716720887e-06 1.2389595895001549e-06 5.4743122079672608e-07 -1.3400554717248415e-06
leaf_weight=24 23 77 21 36 28 22 20 21 26 26 34 22 38 25 31 35 29 20 34 26 20 26 38 2188 36 24 21 22 90 38
leaf_count=24 23 77 21 36 28 22 20 21 26 26 34 22 38 25 31 35 29 20 34 26 20 26 38 2188 36 24 21 22 90 38
internal_value=0 6.57649e-09 -9.29707e-10 1.98723e-08 -2.70789e-07 -1.09838e-07 -6.99256e-07 5.51997e-08 -1.0767e-07 -6.32699e-07 2.68023e-09 -6.13479e-09 -4.98395e-07 6.87173e-09 -4.44116e-09 4.89696e-09 3.67796e-07 -2.48756e-08 4.17112e-07 -3.44767e-07 -2.15644e-08 -9.73684e-09 4.46546e-07 3.92743e-09 1.70345e-08 3.9862e-09 1.5951e-08 2.65501e-08 1.50332e-08 -6.49229e-09
internal_weight=0 3098 3074 2854 220 192 42 150 129 52 2833 2797 72 2725 2703 2678 182 147 127 98 2496 2476 64 2450 2419 2383 2359 2338 2316 2226
internal_count=3121 3098 3074 2854 220 192 42 150 129 52 2833 2797 72 2725 2703 2678 182 147 127 98 2496 2476 64 2450 2419 2383 2359 2338 2316 2226
is_linear=0
shrinkage=0.1


Tree=7731
num_leaves=31
num_cat=0
split_feature=120 15 4 52 142 11 147 9 10 2 10 4 52 2 4 4 4 3 1348 148 376 375 3 50 16 16 15 2 1 48
split_gain=1.71254e-09 3.79909e-09 3.8189e-09 3.54718e-09 2.85043e-09 3.53494e-09 2.93118e-09 3.02672e-09 5.68949e-09 4.86004e-09 3.68789e-09 3.52463e-08 3.79115e-08 2.6504e-09 2.41192e-09 7.27273e-09 3.87552e-09 4.74135e-09 4.41442e-09 2.84943e-09 2.63617e-09 2.91324e-09 2.44506e-09 6.71401e-09 5.64852e-09 1.44654e-08 1.14284e-08 1.12666e-08 1.15198e-08 4.51767e-09
threshold=1.0000000180025095e-35 -0.5556049999999999 0.62931500000000018 -0.014264999999999998 -0.057499999999999989 -0.014494999999999999 0.099730000000000027 0.092410000000000006 0.053330000000000009 -0.090999999999999984 -0.011559999999999999 0.053180000000000012 -0.077024999999999996 -0.0050599999999999994 0.50996500000000011 0.50500500000000004 0.41379000000000005 0.11296500000000002 0.08784500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.083605000000000013 0.097915000000000016 0.13857500000000003 -0.087874999999999981 -0.073404999999999984 -0.070929999999999979 0.10882500000000002 0.096125000000000016 0.08975000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -3 -6 7 8 9 -7 11 12 -11 -12 15 16 18 -18 19 20 21 -15 23 -22 29 -26 -27 28 -28 -24
right_child=3 4 -4 -5 5 6 -8 -9 -10 10 13 -13 -14 14 -16 -17 17 -19 -20 -21 22 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=2.1788905516214899e-08 2.5139410411156863e-07 1.1569351868058134e-06 1.9070978050010691e-06 -1.4864910358779605e-06 -1.3372115671472785e-06 1.4081167904578252e-06 9.8018135872735003e-07 9.1114008455406308e-07 -1.2916678256910278e-06 3.851375378293266e-07 8.2654416135746457e-07 2.0940039686618345e-06 -5.555032108921816e-06 -1.6640216790619891e-06 -7.3238200607885e-07 1.6622886366672691e-06 -2.0325179120629314e-06 1.1886760148627219e-07 1.4407802215795789e-06 -1.0994951471351063e-06 3.72584510399997e-09 -1.3795441928906535e-08 3.4467619714093787e-07 -1.3361912710694781e-06 3.2055605163350263e-06 -1.8130026330168004e-06 1.4437730516629719e-06 2.5615124295654826e-06 -1.5626526325149825e-06 -1.5857891360776027e-06
leaf_weight=22 24 21 21 23 20 24 30 35 35 22 38 27 21 20 46 26 21 20 21 24 2353 23 27 38 20 21 26 25 25 22
leaf_count=22 24 21 21 23 20 24 30 35 35 22 38 27 21 20 46 26 21 20 21 24 2353 23 27 38 20 21 26 25 25 22
internal_value=0 9.16695e-09 9.42521e-07 -5.9906e-07 -4.0743e-09 -1.21744e-08 -3.31124e-09 -1.32791e-08 -2.43405e-08 -8.99225e-09 -2.08592e-08 -7.37779e-07 -2.51588e-06 -2.91053e-09 -1.43388e-08 -2.15964e-09 -1.82712e-08 -9.83062e-07 -3.31604e-09 -1.48732e-08 -4.86132e-09 -7.81343e-07 8.19644e-09 -1.75694e-08 3.79317e-07 7.56818e-07 2.51923e-07 8.22495e-07 -2.9965e-08 -5.22063e-07
internal_weight=0 3074 43 47 3031 3010 2990 2960 2925 2890 2866 70 43 2796 2758 2712 2686 41 2645 2624 2600 43 2557 2391 166 117 97 76 51 49
internal_count=3121 3074 43 47 3031 3010 2990 2960 2925 2890 2866 70 43 2796 2758 2712 2686 41 2645 2624 2600 43 2557 2391 166 117 97 76 51 49
is_linear=0
shrinkage=0.1


Tree=7732
num_leaves=31
num_cat=0
split_feature=40 130 42 45 47 0 47 47 47 3 3 160 13 484 43 43 48 457 124 132 1203 1185 2 2 2 16 3 2 50 2
split_gain=1.68805e-09 4.27231e-09 2.35367e-09 1.66417e-09 1.91347e-09 1.76716e-08 6.2367e-08 1.93758e-08 1.12328e-08 4.37341e-09 3.32758e-09 4.90921e-09 5.58516e-09 4.00369e-09 3.12191e-09 5.61606e-09 2.5914e-09 5.83287e-09 2.5437e-09 2.64018e-09 6.46227e-08 2.69915e-08 6.96019e-09 2.40954e-09 8.8003e-09 1.85378e-08 1.79171e-08 1.78707e-08 7.74651e-09 7.25584e-09
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.10041000000000001 0.092165000000000011 -0.10224499999999999 0.10589000000000001 0.09550500000000002 0.090100000000000013 -0.034684999999999994 -0.078084999999999988 -0.019279999999999995 -0.061684999999999997 -0.075319999999999984 -0.077604999999999993 -0.086304999999999979 0.12879500000000002 0.41022000000000008 0.10195500000000002 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.083385000000000015 0.10613000000000002 0.10912000000000001 -0.018494999999999998 -0.096099999999999977 0.11018500000000002 -0.099524999999999988 0.10497000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 6 -6 -7 16 10 13 -12 -13 -9 15 -15 17 18 19 20 22 -21 -3 28 25 -25 -27 -26 -23 -30
right_child=1 2 -4 -5 5 7 -8 9 -10 -11 11 12 -14 14 -16 -17 -18 -19 -20 21 -22 23 -24 24 27 26 -28 -29 29 -31
leaf_value=9.1575274609567723e-07 -1.3945023627312283e-06 -2.0459402190908804e-06 9.9044296272647143e-07 6.8184765837031588e-07 -6.3638510423302821e-06 3.0134573504173286e-06 1.2653267561833212e-07 -1.3309228108937534e-06 2.3761865827509608e-06 -1.163416471320378e-06 -4.8928529897314848e-07 2.4030823709608743e-06 9.412458439328476e-08 -4.1864779935470629e-07 -8.1234199893305457e-07 1.589347404590696e-06 -1.036958982088739e-06 1.4425421747026641e-06 9.7583135287165456e-07 -3.7047102796350371e-06 5.7169550468927357e-06 1.7505203336790707e-06 -5.9178651291204191e-08 7.0749852483231739e-07 2.8904875044588607e-06 -4.3541648390525256e-07 -4.260630030330504e-06 -1.7024060701900999e-07 -1.2751551155071453e-08 1.5550850427340873e-06
leaf_weight=20 22 20 24 35 20 22 57 26 20 33 24 22 20 30 26 26 24 28 26 20 20 26 149 32 20 24 25 413 1837 30
leaf_count=20 22 20 24 35 20 22 57 26 20 33 24 22 20 30 26 26 24 28 26 20 20 26 149 32 20 24 25 413 1837 30
internal_value=0 -5.91257e-09 4.00915e-09 -3.74025e-09 -1.16858e-08 -2.48742e-07 -1.55928e-06 1.91919e-07 1.5042e-08 -1.07954e-07 9.22194e-08 6.51628e-07 1.30358e-06 -2.49642e-07 9.32037e-08 5.13636e-07 -2.48689e-09 6.81174e-09 -8.40418e-09 -1.81863e-08 3.41813e-07 -4.62209e-08 -2.94298e-07 -1.58222e-08 -2.07832e-07 -1.16452e-06 -2.38706e-06 -2.88675e-08 3.63135e-08 1.24413e-08
internal_weight=0 3101 3079 3055 3020 306 77 229 2714 207 174 66 42 108 82 56 2694 2670 2642 2616 189 2427 169 2407 514 81 49 433 1893 1867
internal_count=3121 3101 3079 3055 3020 306 77 229 2714 207 174 66 42 108 82 56 2694 2670 2642 2616 189 2427 169 2407 514 81 49 433 1893 1867
is_linear=0
shrinkage=0.1


Tree=7733
num_leaves=31
num_cat=0
split_feature=130 40 130 130 15 15 52 403 402 130 15 394 2 132 403 12 1204 132 1203 42 39 33 47 9 13 47 47 133 133 43
split_gain=1.78068e-09 3.38903e-09 2.05134e-09 1.30321e-08 7.8312e-09 7.70513e-09 3.57144e-09 9.99764e-09 3.29117e-09 3.08612e-09 2.8819e-09 2.76695e-09 1.19038e-08 2.76426e-09 5.15405e-08 5.18713e-08 3.71278e-08 2.04837e-08 2.99358e-09 5.4872e-09 3.02945e-09 6.45544e-09 3.74297e-09 1.6658e-08 2.03873e-08 1.54379e-08 5.04851e-09 3.04242e-09 4.82755e-09 4.42884e-09
threshold=-0.23123999999999997 -0.24290999999999999 -0.0075749999999999993 -0.004729999999999999 0.088345000000000021 0.087575000000000014 0.085815000000000016 -1.0000000180025095e-35 0.087450000000000014 -0.077029999999999987 -0.09551999999999998 -0.088129999999999986 0.089005000000000015 -0.083284999999999984 -0.074254999999999988 0.088365000000000013 -0.082199999999999981 -0.1075 0.087075000000000014 -0.067534999999999998 -1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.09055500000000001 -0.012119999999999997 0.09717000000000002 0.09055500000000001 -0.22627999999999995 -0.16271999999999995 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 8 -8 9 10 -3 12 -5 14 15 -13 -15 -16 20 -20 -18 -22 23 26 -25 -24 27 -23 -29 -30
right_child=1 2 3 11 -6 -7 7 -9 -10 -11 -12 13 -14 16 17 -17 18 -19 19 -21 21 22 25 24 -26 -27 -28 28 29 -31
leaf_value=8.7664536601511396e-07 -1.3040335996095111e-06 -1.1752574967734594e-06 -2.5655103616628596e-06 2.1873031071296419e-06 1.7656792164739125e-06 -1.8039877531350613e-06 1.1328834294597703e-08 2.4787785910973527e-06 -1.1632264076411047e-06 1.0271537540763253e-06 2.6531159791397291e-07 -1.0377881380918553e-07 -1.0137659945117083e-06 -3.599680692802614e-06 -1.2984774811837604e-08 7.0983919030709335e-06 1.0008211410391157e-06 -3.3290255472543914e-06 -3.6299130897532453e-07 1.9256278676493823e-06 -1.5650555808490566e-06 5.8056711946637035e-07 2.6564262159266807e-06 1.8180160509473354e-07 -4.3334301722097733e-06 9.5149162493066064e-08 1.4259466439625613e-06 -1.6017500115594887e-06 -1.0671076395851743e-08 -7.6519683569887116e-07
leaf_weight=23 20 21 20 26 31 20 52 24 23 29 41 20 21 29 98 20 29 23 20 22 27 78 26 20 20 248 24 20 1965 81
leaf_count=23 20 21 20 26 31 20 52 24 23 29 41 20 21 29 98 20 29 23 20 22 27 78 26 20 20 248 24 20 1965 81
internal_value=0 -6.50639e-09 1.92458e-09 -2.18692e-08 2.8202e-07 6.30031e-08 2.59528e-07 7.90523e-07 -9.44682e-08 1.75657e-07 -2.22623e-07 -3.80995e-09 7.57038e-07 -1.67196e-08 3.85417e-07 3.49731e-06 -4.15353e-08 -6.43307e-07 -1.54064e-09 8.35809e-07 -1.53975e-08 -2.71433e-08 -1.04134e-08 -5.36731e-08 -2.07581e-06 3.3819e-07 -1.63642e-08 -3.25095e-08 -5.56557e-08 -4.05423e-08
internal_weight=0 3098 3078 2837 241 210 190 76 114 91 62 2817 47 2770 161 40 2609 121 2580 42 2538 2509 2482 2208 40 274 2168 2144 2066 2046
internal_count=3121 3098 3078 2837 241 210 190 76 114 91 62 2817 47 2770 161 40 2609 121 2580 42 2538 2509 2482 2208 40 274 2168 2144 2066 2046
is_linear=0
shrinkage=0.1


Tree=7734
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1201 33 106 34 104 33 10 159 9 45 142 2 401 1210 1210 42 42 42 1213 4 1447 15 4 1213 42 2 457
split_gain=2.12076e-09 1.20484e-08 5.17239e-09 2.42287e-09 1.72857e-09 1.89305e-09 2.73898e-09 4.81553e-09 3.47683e-09 2.09725e-09 4.68177e-09 2.34183e-09 1.79853e-09 4.47047e-09 1.7783e-09 2.08835e-09 2.89487e-09 5.87623e-09 2.7245e-09 3.73568e-08 2.68907e-08 1.05242e-08 2.71847e-08 1.98754e-08 1.57306e-08 1.0551e-08 2.64793e-08 3.29774e-08 1.95184e-08 8.10503e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.080364999999999978 -0.0066799999999999993 0.089100000000000026 -0.08786999999999999 0.083745000000000014 0.082285000000000011 -0.014199999999999999 0.078675000000000009 -0.013509999999999999 0.094030000000000016 -1.0000000180025095e-35 0.14838000000000004 0.13699500000000003 -0.40154499999999999 -0.14310999999999999 0.086950000000000013 0.087195000000000009 0.086730000000000015 0.04198000000000001 -0.082594999999999988 -0.085684999999999997 0.087575000000000014 -0.078809999999999977 -0.090764999999999985 0.088295000000000012 0.090425000000000019 0.057025000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 -6 8 9 10 -8 -11 13 -13 15 16 -15 -18 20 -20 -19 23 -23 -21 -24 26 -25 -28 -29 -27
right_child=1 3 -4 4 5 -7 7 -9 -10 11 -12 12 -14 14 -16 -17 17 18 19 21 -22 22 24 25 -26 29 27 28 -30 -31
leaf_value=-1.1449478739853749e-07 2.4094013020831405e-06 8.2063800164178249e-07 -1.5684207206894436e-06 7.0382626451165017e-07 1.1324670356857713e-06 -8.3163690598147301e-07 -1.5545467662108154e-06 -1.5599834796375945e-06 1.2791417332331484e-06 8.7826912225826472e-07 3.445844133693754e-07 1.452453682304622e-06 -7.2233460871627491e-07 1.0131523763616483e-06 5.2099862180094519e-07 -9.7394845002070159e-07 -1.7350886025724321e-06 -4.7822333776130274e-08 4.3961168933037701e-06 -2.4492699834197273e-06 -3.7389434851320406e-06 4.2089991524784679e-06 -2.2625067157377998e-06 -2.0814661047836581e-06 1.1321337442390106e-06 -6.1837389150293087e-08 4.9820428335516977e-06 -5.2633659267811246e-07 2.6656611294129109e-06 -1.669799383197449e-06
leaf_weight=194 21 36 28 34 21 28 27 20 21 30 25 21 35 27 61 23 20 1502 20 34 20 21 20 25 43 626 22 53 30 33
leaf_count=194 21 36 28 34 21 28 27 20 21 30 25 21 35 27 61 23 20 1502 20 34 20 21 20 25 43 626 22 53 30 33
internal_value=0 2.28218e-08 -2.97873e-07 5.40756e-09 -4.91907e-09 -1.35007e-08 -5.26053e-09 -1.39203e-08 -2.63103e-09 -1.25344e-08 -6.41503e-07 -2.66401e-10 -1.02649e-08 -6.8304e-10 -1.25109e-08 -2.54303e-08 -1.669e-08 -2.79519e-08 -1.40104e-08 1.2114e-07 -9.63259e-08 2.68733e-08 1.0931e-06 -8.1952e-08 5.44701e-08 2.00617e-08 8.43402e-07 1.5398e-06 6.27398e-07 -1.42357e-07
internal_weight=0 2899 222 2878 2842 2808 2780 2759 2739 2718 52 2666 2636 2601 2580 2519 2496 2469 2449 927 1522 907 84 823 63 789 130 105 83 659
internal_count=3121 2899 222 2878 2842 2808 2780 2759 2739 2718 52 2666 2636 2601 2580 2519 2496 2469 2449 927 1522 907 84 823 63 789 130 105 83 659
is_linear=0
shrinkage=0.1


Tree=7735
num_leaves=31
num_cat=0
split_feature=1203 132 399 1203 393 12 0 394 1176 1183 13 15 13 42 13 1 12 128 129 131 14 157 158 14 1456 12 12 3 4 2
split_gain=1.86711e-09 2.45838e-09 9.29106e-09 5.90582e-09 2.03569e-09 7.18784e-09 3.00844e-09 2.47783e-09 2.57457e-09 2.5489e-09 2.169e-09 9.33695e-09 1.46369e-08 7.27497e-09 3.96362e-09 8.20344e-09 3.65627e-09 3.47469e-09 7.99517e-09 2.99045e-09 3.8863e-09 1.00818e-08 6.54946e-09 5.28898e-09 4.48131e-09 3.91683e-09 9.6039e-09 2.48093e-08 9.46839e-09 3.84812e-08
threshold=-1.0000000180025095e-35 -0.083449999999999983 0.091580000000000009 0.089480000000000018 0.088255000000000014 0.089005000000000015 0.22582000000000002 -0.12099999999999998 1.0000000180025095e-35 -0.073809999999999973 0.24813000000000004 -0.56020999999999987 0.23074000000000003 -0.12099999999999998 0.11217000000000001 0.077565000000000009 0.051320000000000005 0.10773500000000001 0.10532000000000001 0.13695500000000002 -0.31455999999999995 -0.076119999999999979 -0.47382999999999992 -0.23960999999999996 0.12676500000000004 0.094580000000000011 0.09364500000000002 -0.076669999999999988 -0.078629999999999992 0.095545000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 6 -6 7 -3 9 -9 11 -11 14 16 17 -16 -12 18 19 20 21 -13 -22 -24 25 26 -25 -28 29 -27
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leaf_value=7.8510170825533508e-07 -1.6538693148552708e-07 9.7074313611368841e-07 1.683988614848369e-06 -1.9782780492505482e-06 6.7525146459956891e-07 -1.5877848003498231e-06 -1.1839888556897634e-06 8.422274486046928e-07 -9.4592941236117314e-07 1.8060070519352629e-06 -6.6263307113937728e-07 2.5081569168088953e-06 -2.4564295860803515e-06 -1.7281396844737173e-06 1.9339828479440904e-06 -5.5860304517251358e-07 1.1624038783654966e-06 1.1564524302689104e-06 -1.9969497088823121e-06 1.1454725579270695e-06 -1.7813668082886753e-06 -1.2035094274771134e-08 1.5357543821375491e-06 1.7007758306760133e-08 -1.353707980570107e-06 -4.43735261447168e-06 -3.1832440447893926e-07 3.9671542295268001e-06 -3.4408393392365344e-08 5.934879831150117e-08
leaf_weight=30 177 27 33 20 25 32 21 37 28 29 21 22 24 30 31 23 23 26 20 23 21 57 22 1775 25 26 35 22 365 71
leaf_count=30 177 27 33 20 25 32 21 37 28 29 21 22 24 30 31 23 23 26 20 23 21 57 22 1775 25 26 35 22 365 71
internal_value=0 -7.62201e-09 1.5646e-08 -3.49437e-07 -3.59742e-09 -5.95225e-07 8.42925e-09 1.7427e-08 8.08756e-09 1.78795e-08 6.54512e-09 2.1642e-08 1.64718e-09 -5.27354e-07 2.46557e-08 8.72326e-07 2.91364e-07 6.41897e-09 -5.61841e-09 1.0545e-08 -1.48714e-10 6.89791e-07 -2.32246e-08 -7.45312e-09 -2.20933e-08 -7.58137e-09 5.80376e-08 1.33572e-06 -2.67785e-07 -1.14595e-06
internal_weight=0 3091 2894 197 2861 57 2804 2783 2756 2728 2691 2617 2588 74 2564 54 44 2510 2484 2464 2441 79 2362 2341 2319 2294 1832 57 462 97
internal_count=3121 3091 2894 197 2861 57 2804 2783 2756 2728 2691 2617 2588 74 2564 54 44 2510 2484 2464 2441 79 2362 2341 2319 2294 1832 57 462 97
is_linear=0
shrinkage=0.1


Tree=7736
num_leaves=31
num_cat=0
split_feature=401 1210 403 1212 1212 1210 1209 2 1208 403 0 403 402 42 131 131 131 457 131 132 4 130 50 1185 3 4 52 16 1186 132
split_gain=1.83173e-09 2.38246e-09 2.76899e-09 2.57307e-09 8.17091e-09 1.68988e-08 3.75178e-09 2.65219e-09 2.6255e-09 3.21588e-09 2.23541e-08 2.7639e-09 7.30853e-09 1.38223e-08 2.27071e-09 2.56383e-09 2.88378e-09 4.07888e-09 2.58333e-09 2.44809e-09 2.70043e-09 2.33846e-09 6.40564e-09 5.86006e-09 9.37674e-09 9.30699e-09 9.50268e-09 5.33509e-09 3.77054e-09 5.80889e-09
threshold=0.13837000000000002 -0.38516499999999992 0.51370000000000016 -0.09386499999999999 -0.08867499999999999 -0.12043 -0.087199999999999986 0.084985000000000019 0.11846000000000001 -0.53255499999999989 -0.086234999999999992 -0.42244999999999994 -0.45015499999999992 0.091295000000000015 0.13602500000000003 0.11767000000000001 0.11088500000000003 -0.23865499999999998 0.10488000000000001 0.10434000000000002 0.11275500000000001 -0.0075749999999999993 0.08882000000000001 0.08790000000000002 -0.116045 -0.08835999999999998 0.085815000000000016 -0.090764999999999985 0.062435000000000011 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -5 -6 -7 -3 9 10 -8 12 -11 -14 15 16 17 -13 19 21 -21 22 23 24 -19 -26 -27 -28 29 -23
right_child=-2 2 -4 4 5 6 8 -9 -10 11 -12 14 13 -15 -16 -17 -18 18 -20 20 -22 28 -24 -25 25 26 27 -29 -30 -31
leaf_value=8.514452922485582e-07 -9.3080415072541836e-07 -1.3249781306967635e-06 8.4552854583594856e-07 2.0148397243247019e-06 -2.5035256991638263e-06 1.3107511596837703e-06 1.4412652877514053e-06 -5.9722385777923917e-08 1.1139772490358674e-06 -7.1167996668464187e-07 -2.3883760090776767e-06 1.357619584558217e-06 -4.5482142567720986e-07 3.1775367357444005e-06 -1.0198867140719483e-06 8.2689932143595711e-07 -8.4347770023380635e-07 2.1114936103003858e-06 7.7783121376913242e-07 2.2394495620877328e-08 -1.5812999782567551e-06 5.8955865492413177e-07 2.0040631233086971e-06 -1.4536502032483224e-06 -1.8815050432088109e-06 -2.6986184422483307e-07 2.7047397615476143e-06 5.96207976476156e-07 -1.3429672107308348e-06 -6.8723055819650358e-08
leaf_weight=33 21 30 38 20 27 22 27 37 21 25 35 22 20 22 22 37 41 25 41 21 21 143 20 21 22 93 20 30 22 2142
leaf_count=33 21 30 38 20 27 22 27 37 21 25 35 22 20 22 22 37 41 25 41 21 21 143 20 21 22 93 20 30 22 2142
internal_value=0 6.29844e-09 -2.79509e-09 -1.34376e-08 4.2419e-10 -1.327e-08 9.79583e-09 -6.26255e-07 -9.73639e-11 -8.24345e-09 -7.20629e-07 7.47466e-09 6.4205e-07 1.44784e-06 -8.02537e-09 1.55799e-10 -1.12412e-08 1.66903e-09 -9.71247e-09 -2.22277e-08 -7.79453e-07 -9.69679e-09 2.93648e-07 1.31523e-07 3.06727e-07 3.32774e-08 3.27859e-07 1.43962e-06 -4.00707e-08 -2.75264e-08
internal_weight=0 3100 3067 3029 2962 2942 2915 67 2893 2872 62 2810 67 42 2743 2721 2684 2643 2621 2580 42 2538 231 211 190 165 143 50 2307 2285
internal_count=3121 3100 3067 3029 2962 2942 2915 67 2893 2872 62 2810 67 42 2743 2721 2684 2643 2621 2580 42 2538 231 211 190 165 143 50 2307 2285
is_linear=0
shrinkage=0.1


Tree=7737
num_leaves=31
num_cat=0
split_feature=1208 1208 1210 1447 40 130 39 132 1185 15 1186 15 0 133 52 42 1201 47 10 47 47 44 47 131 1456 160 484 1 51 403
split_gain=1.88943e-09 2.16793e-09 3.884e-09 1.82343e-09 1.81055e-09 4.33257e-09 2.2786e-09 2.08121e-09 1.00093e-08 3.55354e-09 2.05419e-09 2.38899e-09 3.57399e-09 3.45698e-09 4.60595e-09 2.91882e-09 1.9241e-09 1.98003e-09 1.54189e-08 1.3847e-08 7.51e-09 3.15743e-09 6.67942e-09 2.4417e-09 5.03904e-09 5.0144e-09 4.77593e-09 3.67528e-09 2.4243e-09 1.31695e-08
threshold=0.12461500000000002 0.10233500000000001 0.10799000000000002 -0.14960499999999996 -0.24620999999999996 -0.22699999999999995 0.15438500000000002 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.084510000000000016 -0.09515499999999999 -0.37971999999999995 0.084505000000000011 -0.049004999999999993 -0.080364999999999978 0.094160000000000008 -0.0026549999999999994 0.090100000000000013 0.097970000000000015 0.099360000000000018 0.10254000000000001 0.096490000000000006 -1.0000000180025095e-35 -0.081399999999999986 -0.037689999999999994 0.12456000000000002 0.094075000000000006 -0.0031149999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 7 9 -9 10 11 12 -7 -14 -15 -13 -10 19 -19 28 -20 22 -22 24 -24 -26 -27 -28 -18 -30
right_child=-2 2 -4 4 5 6 -8 8 16 -11 -12 15 13 14 -16 -17 17 18 20 -21 21 -23 23 -25 25 26 27 -29 29 -31
leaf_value=7.9985817527423429e-07 -9.6884355514248456e-07 1.7259279024983701e-06 -2.2125579150832937e-07 9.3747113396602808e-07 -1.4153432382293182e-06 5.2623909186279079e-07 1.0311376194121772e-06 2.1842147946569768e-06 7.5159804799279137e-07 -1.4872061649508278e-06 -1.1072172583226347e-06 -2.5610599560304369e-07 -1.4847340201912072e-06 9.2268779385647022e-07 -8.99006780140813e-07 1.3203531675998193e-06 -5.2077801956674815e-08 2.9097466611460734e-06 -1.6565284643850949e-06 -2.1125429938706475e-06 1.8193904102540379e-06 -9.1712110363657657e-07 1.6579586737205692e-06 -8.3165205270555964e-07 -1.1962842382605165e-06 1.6818641229509101e-06 -2.8956987870935362e-07 1.1988380384493558e-06 -1.9368937628883034e-06 5.3347177672326032e-07
leaf_weight=28 20 20 21 20 22 38 21 21 33 23 21 23 31 23 35 24 2140 20 24 32 26 23 22 24 27 21 79 21 24 214
leaf_count=28 20 20 21 20 22 38 21 21 33 23 21 23 31 23 35 24 2140 20 24 32 26 23 22 24 27 21 79 21 24 214
internal_value=0 6.25141e-09 7.2859e-07 -3.42698e-09 -1.08452e-08 -1.71421e-08 -6.85434e-09 -1.41961e-08 9.37259e-09 -3.11616e-07 -1.72957e-07 -6.02014e-08 -2.85615e-07 -6.32249e-07 -1.76611e-07 5.48894e-07 -7.35697e-09 -1.66434e-08 2.31648e-07 -4.62118e-08 3.10419e-08 1.97715e-07 3.14267e-07 1.12549e-07 2.45848e-07 3.59395e-08 3.10899e-07 2.29958e-08 -1.84058e-08 2.84359e-07
internal_weight=0 3101 41 3060 3032 3012 2990 2969 2751 218 195 174 127 89 58 47 2730 2697 287 2410 267 243 220 194 170 148 121 100 2378 238
internal_count=3121 3101 41 3060 3032 3012 2990 2969 2751 218 195 174 127 89 58 47 2730 2697 287 2410 267 243 220 194 170 148 121 100 2378 238
is_linear=0
shrinkage=0.1


Tree=7738
num_leaves=31
num_cat=0
split_feature=120 130 121 11 33 34 9 1 15 97 9 13 15 132 1186 132 52 1 131 3 12 130 47 1186 391 129 128 393 128 12
split_gain=1.77474e-09 3.98568e-09 3.42065e-09 2.85258e-09 2.7462e-09 2.23991e-09 2.63353e-09 4.84044e-09 2.79178e-09 2.33754e-09 1.10722e-08 5.74046e-09 2.17263e-09 2.00934e-09 5.35151e-08 2.83499e-08 4.09326e-09 2.82544e-09 2.19962e-09 2.51347e-09 6.1453e-09 2.89637e-09 2.17977e-09 1.83001e-09 3.10596e-09 3.64509e-09 2.99358e-09 2.5556e-09 2.55166e-09 2.22296e-09
threshold=1.0000000180025095e-35 -0.22461999999999996 -0.082399999999999987 -0.011194999999999998 -0.009184999999999997 -0.112215 0.088235000000000022 0.11866500000000001 -0.56020999999999987 -0.079444999999999988 -1.0000000180025095e-35 -0.013304999999999999 -0.47308999999999996 -0.083284999999999984 0.0044650000000000011 -0.069704999999999989 0.10347000000000002 0.14804000000000003 -0.076979999999999979 -0.080104999999999996 0.088845000000000021 0.09364500000000002 0.13975500000000002 0.090275000000000008 -0.085594999999999991 -0.04689999999999999 0.11976500000000002 -0.081989999999999993 0.10979500000000002 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 -6 8 -8 -7 11 -11 -10 -12 14 16 -15 18 22 -14 20 -20 -21 23 24 -17 -26 27 -27 29 -29
right_child=2 3 -4 4 5 6 7 -9 9 10 12 -13 13 15 -16 17 -18 -19 19 21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=1.3207835689607476e-06 -1.5591090067075477e-06 1.0853542221411773e-06 1.5684884409403402e-07 -1.0131883755093442e-06 -1.0548854697844946e-06 -1.1277234343445096e-06 1.9322522774700704e-06 -6.3155371868384869e-08 -1.98055555188148e-06 2.0687451114353144e-06 9.2378592489694714e-07 2.5469029859929527e-07 7.7052345293669479e-07 -3.6958645723860262e-06 5.2042943133301382e-06 -1.1699607088273653e-06 -1.4281328321885669e-06 -9.8821320899207503e-07 -6.9820116225725674e-08 1.1783620819820182e-06 -2.0202640733995869e-06 -4.265738709818834e-07 1.0443166752338585e-06 7.5983210249872971e-07 1.2789576606502868e-06 -1.1223832440724178e-06 1.2044533826838234e-06 -1.2681967645689863e-07 -1.0626979029320469e-06 7.1562129715326438e-08
leaf_weight=23 21 24 26 27 20 22 20 31 20 26 25 27 27 21 20 23 25 29 70 23 21 22 20 31 22 21 20 915 23 1476
leaf_count=23 21 24 26 27 20 22 20 31 20 26 25 27 27 21 20 23 25 29 70 23 21 22 20 31 22 21 20 915 23 1476
internal_value=0 9.31993e-09 -6.09856e-07 -5.66554e-10 -9.17643e-09 -1.40324e-10 6.9385e-09 7.19357e-07 -5.4662e-09 3.02698e-09 1.45223e-08 -6.96478e-07 -4.32374e-09 -1.25839e-08 2.86497e-07 -3.65012e-08 -2.36673e-07 -6.71566e-09 -5.39332e-08 -2.17612e-07 -5.19923e-07 3.93727e-07 4.44209e-09 -3.77502e-09 -1.32437e-08 -2.50313e-09 -1.39867e-08 -2.39944e-08 -1.44393e-08 -4.35563e-09
internal_weight=0 3074 47 3051 3027 3000 2980 51 2929 2907 2860 47 2834 2809 208 2601 188 2580 163 136 91 45 2551 2531 2500 2477 2455 2435 2414 2391
internal_count=3121 3074 47 3051 3027 3000 2980 51 2929 2907 2860 47 2834 2809 208 2601 188 2580 163 136 91 45 2551 2531 2500 2477 2455 2435 2414 2391
is_linear=0
shrinkage=0.1


Tree=7739
num_leaves=31
num_cat=0
split_feature=132 1185 132 2 0 1348 448 148 46 46 120 4 33 9 12 47 9 47 47 1 15 15 43 1 484 484 2 13 12 475
split_gain=1.76937e-09 8.35813e-09 3.97871e-09 1.79741e-09 3.67182e-09 1.71108e-09 5.13815e-09 3.70724e-09 1.96018e-09 2.33161e-09 2.25241e-09 3.17774e-09 3.75761e-09 3.63459e-09 5.61425e-09 4.1949e-09 2.89615e-08 2.1322e-08 8.03336e-09 2.7138e-09 4.59853e-09 8.76118e-09 4.12067e-09 3.5987e-09 2.36764e-09 8.30083e-09 3.74081e-09 6.25993e-09 3.50501e-09 3.09358e-09
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.10497000000000002 -0.097734999999999989 0.095915000000000014 0.056825000000000007 -0.088884999999999978 0.10987500000000001 0.083550000000000013 1.0000000180025095e-35 0.63113500000000011 -0.044254999999999996 0.091600000000000015 0.10124000000000001 0.094160000000000008 0.084755000000000011 0.096850000000000006 0.091210000000000013 0.11751000000000002 -0.11713499999999999 -0.065449999999999994 -0.065269999999999981 0.092695000000000013 -0.093244999999999981 -0.14735999999999996 0.086285000000000014 -0.083499999999999977 0.09141500000000001 -0.086279999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -3 9 10 11 12 -9 15 -15 16 18 -17 24 20 23 -22 -21 -19 25 26 -14 -28 -29 -26
right_child=1 5 -4 -5 -6 -7 -8 8 -10 -11 -12 -13 13 14 -16 17 -18 19 -20 22 21 -23 -24 -25 29 -27 27 28 -30 -31
leaf_value=-1.5436276174796151e-06 2.0085994362619074e-06 -1.0523286214412095e-06 -1.5485294997316406e-06 4.9752986574337742e-07 -9.7018468179501375e-08 -8.9303984157682177e-07 1.5713806901441698e-06 1.3811871394864284e-06 9.7630997557763258e-07 -9.182230845302306e-07 -8.0560457786994068e-07 1.1960027890104951e-06 -1.1568636740445404e-06 -2.1254223986488799e-06 2.4401918402361389e-07 3.4612539109058985e-06 -3.6319947598299638e-06 3.641643712468421e-07 1.9602378372274828e-06 -1.1998673344213316e-06 1.9611807910899725e-06 -1.7236780925151452e-07 3.2757283224184089e-07 -1.0643452712648813e-06 -5.4741733123364612e-07 1.9328878506387682e-06 1.3158447558993972e-06 -1.24250229032441e-06 2.8208794686322924e-07 -3.3442883588182608e-09
leaf_weight=20 21 33 22 37 143 21 21 20 21 27 33 23 22 20 20 21 22 45 21 33 39 38 38 29 110 28 37 25 38 2093
leaf_count=20 21 33 22 37 143 21 21 20 21 27 33 23 22 20 20 21 22 45 21 33 39 38 38 29 110 28 37 25 38 2093
internal_value=0 2.08288e-08 -2.72096e-07 -1.31688e-07 -2.74517e-07 6.32454e-09 1.29352e-08 1.39523e-09 1.38008e-08 6.5353e-09 1.55983e-08 2.55541e-08 1.55799e-08 5.38499e-09 -9.40702e-07 1.97251e-08 -2.04263e-08 4.15621e-07 1.30423e-08 1.27521e-07 3.67268e-07 9.08261e-07 -3.82364e-07 -1.95657e-07 -4.336e-09 3.80086e-07 2.37052e-08 2.8343e-07 -3.22908e-07 -3.05109e-08
internal_weight=0 2899 222 200 163 2878 2857 2836 2803 2782 2755 2722 2699 2679 40 2639 2396 243 2374 222 151 77 71 74 2353 150 122 100 63 2203
internal_count=3121 2899 222 200 163 2878 2857 2836 2803 2782 2755 2722 2699 2679 40 2639 2396 243 2374 222 151 77 71 74 2353 150 122 100 63 2203
is_linear=0
shrinkage=0.1


Tree=7740
num_leaves=31
num_cat=0
split_feature=448 447 447 96 34 9 1 120 10 4 10 9 132 1203 1185 50 132 45 3 3 51 52 47 47 4 157 151 4 43 3
split_gain=1.70606e-09 3.9662e-09 2.28006e-09 1.83887e-09 2.81874e-09 4.89464e-09 3.70745e-09 7.82302e-09 3.58683e-09 8.86266e-09 7.23927e-09 4.8622e-09 1.93875e-09 4.9034e-08 2.95265e-08 6.01784e-09 2.02215e-09 1.86031e-09 2.69503e-09 1.37036e-08 6.55673e-09 2.18952e-08 9.307e-09 1.54035e-08 1.17714e-08 8.37237e-09 8.37884e-09 9.46271e-09 1.403e-08 1.86968e-08
threshold=0.068920000000000023 0.094005000000000019 0.091025000000000009 0.090365000000000015 -0.097449999999999981 -0.092939999999999981 0.16540500000000002 1.0000000180025095e-35 -0.084119999999999986 -0.0092149999999999992 -0.0091199999999999979 0.08925000000000001 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.097510000000000013 -0.037359999999999997 0.094030000000000016 -0.042499999999999989 -0.053259999999999995 0.093135000000000009 -0.080114999999999978 0.092165000000000011 0.078345000000000012 0.25615500000000008 -0.081889999999999991 -0.012764999999999997 0.098655000000000007 -0.011694999999999999 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 9 -7 -10 12 13 15 -14 -12 -16 18 19 -18 22 -22 23 25 -24 -20 -27 28 -28 -30
right_child=-2 -3 -4 -5 5 6 -8 -9 10 -11 11 -13 14 -15 16 -17 17 -19 20 -21 21 -23 24 -25 -26 26 27 -29 29 -31
leaf_value=8.9989414651167217e-07 -9.2063599367975266e-07 1.1134757635034021e-06 -1.0698499733052813e-06 -9.5435346224803653e-07 -1.4559395847003465e-06 -8.7830525103527195e-07 1.3324970065501215e-06 -1.4870728594879829e-06 -1.5986498929849396e-06 1.7471813878936853e-06 -9.5116439592315847e-09 1.1719620415659745e-06 -3.6691469404104283e-06 5.0034659540187935e-06 7.7608775788629666e-07 -1.8444848734588959e-06 -1.5963939532376434e-08 -7.9660143698894341e-07 -1.3088162088731931e-06 -2.471210059510391e-06 -3.3938603294137428e-06 2.938914423358928e-07 -2.6411859806785291e-06 3.1104665414328675e-06 4.0420848639162923e-07 -2.3883188754381886e-07 -2.2174965389846571e-07 1.6606665643284606e-07 4.5730866190751845e-06 1.2622108771778633e-06
leaf_weight=35 20 32 20 20 23 20 21 35 28 36 168 36 22 20 34 20 1954 29 27 23 21 69 22 22 30 101 36 108 23 66
leaf_count=35 20 32 20 20 23 20 21 35 28 36 168 36 22 20 34 20 1954 29 27 23 21 69 22 22 30 101 36 108 23 66
internal_value=0 5.9349e-09 -5.61326e-09 1.36763e-09 7.6781e-09 -2.75195e-09 8.49791e-09 -9.2717e-10 1.69168e-08 8.09508e-07 1.39209e-09 1.72173e-08 2.34402e-09 2.96066e-07 -2.12718e-08 -2.04722e-07 1.0016e-08 -2.74942e-10 8.95506e-09 -4.45278e-08 2.10356e-07 -5.66584e-07 3.71102e-07 5.41539e-07 -8.84228e-07 3.84984e-07 5.21907e-07 8.5167e-07 1.44403e-06 2.11783e-06
internal_weight=0 3101 3069 3049 3029 2994 2971 2950 2915 56 2859 2831 2795 208 2587 188 2565 2531 2502 1977 525 90 435 383 52 361 334 233 125 89
internal_count=3121 3101 3069 3049 3029 2994 2971 2950 2915 56 2859 2831 2795 208 2587 188 2565 2531 2502 1977 525 90 435 383 52 361 334 233 125 89
is_linear=0
shrinkage=0.1


Tree=7741
num_leaves=31
num_cat=0
split_feature=132 399 1203 390 133 394 1185 393 1185 11 16 16 16 42 52 151 12 16 16 1212 402 16 52 0 4 0 2 4 52 52
split_gain=1.81216e-09 9.5799e-09 8.85134e-09 1.80862e-09 5.57734e-09 2.36878e-09 1.86084e-09 3.07608e-09 2.54525e-09 1.95524e-09 2.11044e-09 1.12993e-08 7.17754e-09 1.30326e-08 7.95618e-09 1.34783e-08 7.87782e-09 3.03547e-08 2.83781e-08 1.20037e-08 1.40197e-08 2.52148e-08 4.34143e-08 8.39827e-09 1.22472e-08 1.19013e-08 8.44702e-09 1.57531e-08 1.40943e-08 7.74128e-09
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.087590000000000015 -0.089569999999999983 0.0047000000000000011 0.093750000000000014 0.09389500000000002 0.08777500000000002 0.10600000000000001 -0.083134999999999987 -0.08231999999999999 -0.08595499999999999 0.089245000000000005 -0.078224999999999975 -0.0038099999999999996 0.088245000000000004 -0.088704999999999992 -0.088159999999999988 -0.092474999999999988 -0.085859999999999978 -0.092804999999999985 0.086275000000000004 -0.090644999999999989 0.0012600000000000003 -0.087414999999999979 0.095040000000000013 0.19806500000000002 0.047850000000000011 0.098380000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 7 8 9 10 12 -12 14 -14 15 -2 18 23 19 -16 -21 -22 -23 24 -18 -25 28 -28 -26 -27
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 11 -13 13 -15 16 -17 17 -19 -20 20 21 22 -24 25 26 29 27 -29 -30 -31
leaf_value=-7.4950602082105199e-08 -5.3421911350900093e-07 1.5981411544025177e-06 -2.2834049241282629e-06 1.8484173102706339e-06 -5.1322263743713853e-07 -9.2478015777227757e-07 -9.1648390785146398e-07 1.2425483664912917e-06 1.1218892404940563e-06 9.28604020021918e-07 2.2968757672391473e-06 1.668665198818756e-08 -3.1895192480966393e-06 2.561016098861333e-07 1.9012645825437875e-06 2.7835002747451654e-06 2.4511384148914098e-06 3.7531077079778621e-06 -3.1769745499546207e-06 2.2186325963957642e-06 -1.7342636336624005e-07 -5.7076294860567231e-06 5.0603063008545434e-07 -2.4950270067670825e-06 3.9203471312083078e-07 -7.7438507464795565e-07 3.1492341054217832e-06 -2.7402939439326008e-07 -2.9722091730377546e-06 1.1215152057681708e-06
leaf_weight=196 24 38 20 20 20 28 22 20 20 22 22 1788 21 23 26 25 26 23 34 21 401 23 22 27 33 62 20 41 20 33
leaf_count=196 24 38 20 20 20 28 22 20 20 22 22 1788 21 23 26 25 26 23 34 21 401 23 22 27 33 62 20 41 20 33
internal_value=0 2.07865e-08 -2.79437e-07 -1.20233e-10 6.67597e-07 -9.56795e-09 -4.12561e-10 6.84476e-09 -2.11936e-09 -1.03328e-08 -1.79411e-08 4.44017e-08 -1.42627e-07 -1.3884e-06 -7.89635e-08 1.15849e-06 -1.53638e-07 2.69915e-07 -3.82694e-07 -1.89985e-07 -3.06414e-07 -4.25307e-07 -2.66984e-06 -3.58609e-08 4.92657e-07 -6.42357e-07 4.59863e-08 8.48352e-07 -8.77491e-07 -1.15809e-07
internal_weight=0 2905 216 2867 40 2827 2799 2777 2757 2737 2715 1810 905 44 861 49 812 285 527 493 467 446 45 262 140 122 114 61 53 95
internal_count=3121 2905 216 2867 40 2827 2799 2777 2757 2737 2715 1810 905 44 861 49 812 285 527 493 467 446 45 262 140 122 114 61 53 95
is_linear=0
shrinkage=0.1


Tree=7742
num_leaves=31
num_cat=0
split_feature=484 484 12 43 4 142 11 481 34 13 34 133 9 10 1 2 147 132 15 1185 1186 13 15 3 52 12 12 51 43 3
split_gain=1.81229e-09 2.49004e-09 2.1819e-09 7.18624e-09 9.68841e-09 5.92336e-09 2.80595e-09 2.51653e-09 2.04926e-09 5.22246e-09 2.98793e-09 1.04043e-08 8.39068e-09 8.94302e-09 1.84213e-08 3.22427e-09 3.05316e-09 2.1387e-09 4.66262e-08 2.57518e-08 7.97888e-09 2.37376e-09 2.72632e-09 3.88838e-09 2.7228e-09 2.31548e-09 9.09373e-09 9.29966e-09 8.58123e-09 6.74564e-09
threshold=-0.52850499999999989 -0.48714499999999994 0.12757000000000002 -0.23714499999999997 0.15285000000000001 -0.057499999999999989 -0.014494999999999999 0.11290000000000001 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.086990000000000012 0.091600000000000015 -0.0093599999999999985 0.11829500000000003 -0.055814999999999997 0.099730000000000027 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.0044650000000000011 -0.051094999999999995 -0.09551999999999998 -0.080104999999999996 0.085175000000000015 0.094580000000000011 0.095175000000000023 0.092790000000000011 -0.04652499999999999 -0.072624999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 -3 -7 8 9 -8 11 -10 13 14 -12 -15 17 18 20 -19 21 -17 -23 24 -24 -21 -27 29 -29 -28
right_child=1 2 3 4 -6 6 7 -9 10 -11 12 -13 -14 15 -16 16 -18 19 -20 25 -22 22 23 -25 -26 26 27 28 -30 -31
leaf_value=-9.488608054653014e-07 9.4488020993464627e-07 1.610883672405496e-06 9.2028673179811451e-07 -2.3290821502541805e-07 -2.8781271350908357e-06 -1.1252830140826766e-06 5.00178350648639e-07 8.1679183631871106e-07 2.4701027974688693e-06 -1.5754159415303514e-06 3.6893110885927172e-06 -4.5258831768290389e-07 -1.4615004281983473e-06 -1.1625157564291538e-06 -2.5566372434288249e-07 9.5426371214692886e-07 1.0597552381518148e-06 -3.4403056376545878e-06 4.3427201067061102e-06 4.6753761103977109e-08 -2.1577462030109018e-06 -1.0276771956796437e-06 -1.059622522446042e-06 1.1393012323424047e-06 1.7763720833223171e-07 -1.7480307613888209e-06 1.8654677291714109e-10 -2.965799354844497e-07 2.2048485037284851e-06 -9.0413901186232296e-07
leaf_weight=20 28 23 26 45 20 22 22 38 21 27 20 29 39 24 29 21 27 22 25 1927 20 30 29 25 46 35 313 24 32 112
leaf_count=20 28 23 26 45 20 22 22 38 21 27 20 29 39 24 29 21 27 22 25 1927 20 30 29 25 46 35 313 24 32 112
internal_value=0 6.1206e-09 -2.43302e-09 -4.84791e-07 -1.04682e-06 1.22868e-08 -1.3891e-10 8.28914e-09 -2.30869e-09 -6.43516e-07 8.71558e-09 7.74942e-07 -4.96703e-09 1.5607e-08 1.35453e-06 -8.58449e-09 1.71846e-09 -9.01697e-09 3.08914e-07 -3.42967e-08 -2.80824e-07 -3.22251e-08 -1.91581e-07 5.92479e-08 -3.0077e-07 -3.62445e-09 -1.91762e-07 -7.85196e-08 1.13281e-06 -2.3813e-07
internal_weight=0 3101 3073 91 65 2982 2959 2937 2899 49 2850 50 2800 2761 49 2712 2688 2661 196 2465 171 151 130 100 75 2443 516 481 56 425
internal_count=3121 3101 3073 91 65 2982 2959 2937 2899 49 2850 50 2800 2761 49 2712 2688 2661 196 2465 171 151 130 100 75 2443 516 481 56 425
is_linear=0
shrinkage=0.1


Tree=7743
num_leaves=31
num_cat=0
split_feature=421 10 39 12 9 9 149 45 9 34 132 1185 1203 131 131 1447 480 13 15 131 13 42 131 13 13 130 12 132 0 481
split_gain=1.88183e-09 3.63778e-09 9.02731e-09 1.54782e-08 7.79009e-09 5.36161e-09 2.40776e-09 2.02832e-09 2.08215e-09 4.27847e-09 1.87503e-09 9.64905e-09 5.72738e-09 2.0818e-09 1.37442e-08 7.8197e-09 1.92092e-08 5.78971e-09 1.38231e-08 5.48694e-09 4.98359e-09 8.60578e-09 4.56257e-09 4.36846e-09 4.24208e-09 4.43198e-09 5.44283e-09 4.77781e-09 3.53293e-09 3.23884e-09
threshold=-1.0000000180025095e-35 0.0036750000000000007 0.089790000000000023 -0.087484999999999993 0.091600000000000015 0.084755000000000011 0.091325000000000003 0.10041000000000001 -0.036024999999999995 -0.080814999999999984 -0.083449999999999983 -0.087384999999999977 0.089165000000000008 0.09172000000000001 0.090445000000000011 0.059120000000000013 0.081520000000000023 -0.077944999999999987 -0.013969999999999998 0.10314000000000002 -0.074044999999999986 0.094365000000000018 0.089785000000000018 -0.01163 -0.0079349999999999993 0.090945000000000012 0.087445000000000009 0.11297500000000001 -0.079119999999999982 -0.087424999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 8 9 -2 12 -12 -10 14 15 22 -17 18 19 -15 -19 23 29 28 -25 26 -26 -28 -22 -13
right_child=1 2 -4 -5 -6 -7 -8 -9 10 -11 11 13 -14 17 -16 16 -18 20 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-9.6689561132734528e-07 -2.6737622091685708e-08 -7.4656521638601028e-07 -9.0378624463482991e-07 2.7063974879837364e-06 -1.8862665861909343e-06 1.4910296082841038e-06 -7.7067434550904519e-07 7.6887788776837312e-07 -1.0876731555467095e-07 -1.784579127388497e-06 2.1133428307703899e-06 -7.1039738730283668e-07 -1.849101605936691e-06 1.0605151205709263e-06 -2.4026523950245369e-06 -8.0257987200127456e-07 3.5802531034789811e-06 -1.1580709702508515e-06 3.1314667642783953e-06 -1.1617008738085134e-06 -1.2859550911533308e-07 1.7667598444859324e-06 1.4112095383015088e-06 1.5920870316676886e-06 -1.6080846828951207e-06 1.2533010086392759e-06 1.4297248731054424e-06 -5.0779828143276982e-07 -1.7969839541881979e-06 -1.4344680891230825e-08
leaf_weight=20 45 21 25 34 22 24 41 34 190 20 22 69 21 25 24 20 20 31 22 20 30 30 22 20 24 22 20 35 22 2146
leaf_count=20 45 21 25 34 22 24 41 34 190 20 22 69 21 25 24 20 20 31 22 20 30 30 22 20 24 22 20 35 22 2146
internal_value=0 6.23582e-09 6.71812e-07 1.38799e-06 -1.13895e-08 2.36418e-09 -9.64523e-09 9.8947e-10 -8.01336e-09 -5.67612e-07 4.81694e-09 2.78784e-08 -2.81976e-07 1.02457e-08 -2.21055e-08 2.98593e-09 1.38884e-06 2.57555e-07 1.07718e-06 7.28636e-08 2.28759e-08 2.03218e-07 -2.17946e-08 -6.79169e-08 2.61503e-07 -1.97874e-09 -3.5155e-07 1.96756e-07 -8.34452e-07 -3.60276e-08
internal_weight=0 3101 80 55 3021 2999 2975 2934 2900 65 2835 2624 211 2602 2301 2277 40 301 67 45 234 203 2237 173 121 101 79 55 52 2215
internal_count=3121 3101 80 55 3021 2999 2975 2934 2900 65 2835 2624 211 2602 2301 2277 40 301 67 45 234 203 2237 173 121 101 79 55 52 2215
is_linear=0
shrinkage=0.1


Tree=7744
num_leaves=31
num_cat=0
split_feature=1429 1417 156 1428 475 156 47 2 47 3 3 52 151 131 1209 1208 132 1203 1185 2 132 2 1209 1208 1209 401 1210 14 43 14
split_gain=1.77177e-09 4.31231e-09 2.37567e-09 3.94936e-09 2.15049e-09 2.91354e-09 1.89235e-09 2.33676e-08 1.53416e-08 3.32407e-09 4.46048e-09 4.31911e-09 6.01021e-09 2.41717e-09 2.77161e-09 5.31065e-09 2.33263e-09 5.73622e-08 2.52146e-08 5.41005e-09 3.25872e-09 4.40326e-09 3.24532e-09 3.71166e-09 4.87168e-09 4.70504e-09 2.3478e-09 2.38883e-09 8.74792e-09 9.00732e-09
threshold=0.12521000000000002 -0.080324999999999994 0.3248100000000001 0.10024500000000001 -0.50059999999999982 -0.14064999999999997 0.092165000000000011 -1.0000000180025095e-35 0.089785000000000018 -0.078084999999999988 -0.075359999999999996 -0.010034999999999999 -0.091649999999999995 0.13767000000000004 0.14268500000000003 0.11253500000000001 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.083385000000000015 -0.41094499999999995 0.10097500000000002 0.10819500000000001 0.092250000000000013 -0.092099999999999987 0.13571500000000003 -0.094799999999999982 -0.23960999999999996 -0.05647499999999999 -0.44847999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 8 -8 13 11 -11 12 -9 14 15 16 17 19 -18 -7 -21 -22 23 24 -20 26 -26 28 -28 -30
right_child=-2 2 -4 -5 5 6 7 9 -10 10 -12 -13 -14 -15 -16 -17 18 -19 22 20 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-1.4011294503937032e-06 9.3818989626015543e-07 1.0348642091173589e-06 -1.0824208084159183e-06 1.3460255714066576e-06 -1.1267107904290162e-06 -1.7888436536850351e-06 -3.5364993743769445e-06 1.8520272839431039e-07 2.7897170130586349e-06 1.6484588903559988e-06 9.1731335533345902e-08 1.8641095795857156e-07 -1.7987320834866273e-06 -1.0341531275447448e-06 1.1911357859162309e-06 -1.6138327282533283e-06 -3.5402985730570439e-06 5.4225138649144361e-06 1.3149628586986716e-06 8.7483434144484913e-07 7.063990684249197e-08 -1.3711343561746099e-06 1.2937024530401687e-06 -1.24965889209188e-06 8.7463679854238308e-07 -1.5163867328737979e-06 -8.187543979149173e-07 -9.5542276374941058e-09 3.4558400844478651e-07 2.8820781233478212e-06
leaf_weight=22 20 20 20 22 23 20 20 26 20 21 149 64 37 22 20 20 20 20 29 31 87 28 20 23 32 20 33 2169 42 21
leaf_count=22 20 20 20 22 23 20 20 26 20 21 149 64 37 22 20 20 20 20 29 31 87 28 20 23 32 20 33 2169 42 21
internal_value=0 -6.05508e-09 3.91297e-09 1.10155e-08 1.34471e-09 -5.50659e-09 3.10653e-09 -2.27924e-07 3.04643e-08 -5.12427e-09 2.84033e-07 -3.92185e-07 -9.79965e-07 9.69459e-09 1.84098e-08 9.4406e-09 2.19514e-08 3.63157e-07 -4.39326e-09 -2.46404e-07 -3.51111e-08 -2.80401e-07 2.52083e-08 1.44992e-08 2.68929e-08 1.07712e-08 2.40681e-08 1.20513e-08 5.00201e-07 1.19108e-06
internal_weight=0 3101 3079 3059 3037 3017 2994 317 2677 297 170 127 63 2657 2635 2615 2595 186 2409 166 146 115 2389 2369 2346 2317 2297 2265 96 63
internal_count=3121 3101 3079 3059 3037 3017 2994 317 2677 297 170 127 63 2657 2635 2615 2595 186 2409 166 146 115 2389 2369 2346 2317 2297 2265 96 63
is_linear=0
shrinkage=0.1


Tree=7745
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1203 1213 45 11 33 47 47 47 1456 159 160 148 447 16 16 13 457 1429 12 42 52 1 16 16 13 51 51
split_gain=1.81488e-09 1.30944e-08 6.67948e-09 1.87713e-09 2.42056e-09 1.75471e-09 2.42333e-09 2.65806e-09 2.92879e-09 1.63972e-08 1.1684e-08 2.99319e-09 5.24935e-09 2.15501e-09 1.90521e-09 4.58553e-09 2.49882e-09 5.167e-09 4.82987e-09 3.74864e-09 8.65207e-09 9.89321e-09 2.16927e-08 9.7667e-09 5.65781e-09 4.653e-09 2.84655e-09 2.7039e-09 1.09558e-08 2.32633e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.084795000000000023 0.085855000000000015 -0.067109999999999989 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.090100000000000013 0.09717000000000002 -0.077604999999999993 0.085035000000000013 -0.081399999999999986 -0.10069499999999999 0.094580000000000011 -0.54656499999999986 -0.5315899999999999 -0.029529999999999997 0.084685000000000024 0.083810000000000009 0.083645000000000011 0.087195000000000009 -0.067494999999999986 0.095950000000000021 -0.50992999999999988 -0.50690499999999983 -0.13710499999999998 0.095375000000000015 0.080335000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -3 -7 -8 9 14 -10 -12 13 -13 -9 16 18 -18 -16 25 21 23 -23 24 -21 -19 -27 28 29 -28
right_child=1 5 -4 -5 -6 6 7 8 10 -11 11 12 -14 -15 15 -17 17 19 -20 20 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-6.9648100411173425e-08 2.5091219965491162e-06 -9.3046762941639824e-07 -1.7194014584934587e-06 5.6307380275125311e-07 -1.2478924259085033e-06 9.8970662656938648e-07 -9.8663678087447154e-07 7.6043800581174139e-07 2.3326936286593994e-06 -2.1740174475886372e-06 -9.5304479164800199e-07 -6.7093083423648805e-07 1.5902673912933095e-06 1.9491486590389761e-07 2.3318896575014386e-07 -1.475835025693024e-06 1.4829887097297009e-06 -1.4708798522116758e-06 -1.7165006966024522e-06 -9.6561927875882255e-08 -1.31679972629296e-06 4.4533135042001955e-06 -2.0423073820552418e-07 -1.1202058773003017e-06 2.1103083409019958e-06 1.1782688090988814e-06 -2.1782381430567311e-07 1.1140182163460356e-08 1.3757312970597014e-06 -3.8526577230056451e-06
leaf_weight=136 21 20 28 38 20 25 27 33 26 35 24 34 25 186 27 21 24 22 24 21 22 20 20 33 26 20 109 2005 28 21
leaf_count=136 21 20 28 38 20 25 27 33 26 35 24 34 25 186 27 21 24 22 24 21 22 20 20 33 26 20 109 2005 28 21
internal_value=0 2.10984e-08 -2.75569e-07 -6.71814e-08 -2.20705e-07 2.944e-09 9.47592e-09 8.25813e-10 1.03274e-08 -2.46903e-08 3.08394e-07 1.12737e-07 2.1714e-07 6.11023e-08 5.69191e-09 -4.50319e-09 8.25403e-09 2.31511e-08 -6.84312e-07 8.22302e-09 5.06236e-07 8.40459e-07 2.12454e-06 1.98418e-07 1.12426e-06 -2.38485e-08 -9.26555e-09 -2.0246e-08 -4.18532e-07 -8.04989e-07
internal_weight=0 2899 222 194 156 2878 2858 2833 2806 2511 295 269 245 220 2476 2443 2422 2371 51 2347 142 120 40 80 47 2205 2183 2163 158 130
internal_count=3121 2899 222 194 156 2878 2858 2833 2806 2511 295 269 245 220 2476 2443 2422 2371 51 2347 142 120 40 80 47 2205 2183 2163 158 130
is_linear=0
shrinkage=0.1


Tree=7746
num_leaves=31
num_cat=0
split_feature=448 0 45 47 47 47 394 104 34 1 11 295 10 3 43 43 13 1209 12 133 133 482 13 12 48 16 48 16 51 12
split_gain=1.70242e-09 2.2858e-09 1.89465e-09 1.67854e-09 1.78035e-08 8.41893e-09 2.14809e-09 1.93029e-09 3.38775e-09 1.53442e-08 4.352e-09 3.43133e-09 3.05786e-09 1.01599e-08 2.72822e-09 9.06075e-09 1.33525e-08 1.30596e-08 7.19478e-09 7.07596e-09 1.18966e-08 6.14718e-09 7.32865e-09 1.03215e-08 6.34079e-09 1.5618e-08 1.63748e-08 1.44927e-08 1.0113e-08 4.40019e-08
threshold=0.030280000000000001 -0.26609999999999995 0.10041000000000001 0.092165000000000011 0.09585500000000001 0.090100000000000013 0.264685 0.088500000000000009 -0.057544999999999992 0.10205500000000002 -1.0000000180025095e-35 0.082060000000000008 -0.0093599999999999985 -0.047929999999999993 -0.0082299999999999995 -0.0047449999999999992 -0.084034999999999985 -0.088289999999999993 0.087765000000000024 -0.14757499999999998 -0.090969999999999981 0.088100000000000012 0.10002500000000002 0.099400000000000002 0.087555000000000008 -0.087659999999999988 0.097140000000000018 -0.13941499999999998 0.024995000000000003 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 8 9 -3 -10 -11 13 -12 19 16 -16 -17 -18 -14 -21 22 24 -24 28 27 -27 -26 -19 -30
right_child=-2 2 -4 4 -6 -7 -8 -9 10 11 12 -13 14 -15 15 17 18 21 -20 20 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=1.0727541848609689e-06 -7.6261865709464728e-07 2.9589781942853564e-06 8.502416274215928e-07 -2.6326119232018235e-06 1.2052215428833994e-08 2.0124167717551158e-06 9.4431849172830578e-07 -9.8471584010439992e-07 -1.4183968697910712e-06 -1.1859129813274194e-06 2.1301240592577046e-06 4.2638015980683677e-07 -1.4280702225916334e-06 -5.2323335151619002e-07 -2.7462557730117965e-06 2.4719739110423687e-06 7.9252168023735696e-07 -1.7971261992595208e-07 -1.5262131406099958e-06 1.9756649817109617e-06 5.4563076560401387e-08 1.1537948319380884e-06 2.7769210123551605e-06 -2.7092192613054069e-07 -3.0470519436676115e-07 -2.9586512122629455e-06 5.2081878316968008e-07 2.8120242527743484e-06 -2.8340297909217859e-06 1.2089439564988425e-06
leaf_weight=20 29 21 26 28 280 21 24 20 22 22 27 33 31 31 32 20 32 641 23 33 1390 37 20 25 25 21 38 37 67 45
leaf_count=20 29 21 26 28 280 21 24 20 22 22 27 33 31 31 32 20 32 641 23 33 1390 37 20 25 25 21 38 37 67 45
internal_value=0 7.15266e-09 2.15151e-10 -7.04049e-09 -2.28372e-07 1.78573e-08 2.44108e-09 -5.95292e-09 1.37041e-09 6.59461e-07 -1.78883e-08 -2.18537e-07 -5.92279e-09 7.1195e-07 -2.2465e-08 -1.44227e-07 -1.1221e-06 -5.70608e-08 -1.77131e-07 6.6554e-08 9.91143e-08 -1.09969e-07 -1.6085e-07 1.08367e-06 -2.24927e-07 4.46998e-07 -7.17637e-07 1.55528e-06 -3.32899e-07 -1.20962e-06
internal_weight=0 3092 3072 3046 308 2738 2717 2693 2673 76 2597 55 2575 58 2517 1063 87 976 55 1454 1423 956 919 45 874 121 59 62 753 112
internal_count=3121 3092 3072 3046 308 2738 2717 2693 2673 76 2597 55 2575 58 2517 1063 87 976 55 1454 1423 956 919 45 874 121 59 62 753 112
is_linear=0
shrinkage=0.1


Tree=7747
num_leaves=31
num_cat=0
split_feature=1366 44 158 47 47 47 148 148 132 50 132 15 159 39 2 9 9 8 131 131 1447 159 129 12 400 15 481 13 481 1456
split_gain=1.87704e-09 2.1499e-09 6.04682e-09 2.01007e-09 2.40958e-08 6.67396e-09 2.01513e-09 3.12125e-09 2.25399e-09 5.32606e-08 2.40321e-08 3.6938e-09 2.16269e-09 2.05857e-09 6.33225e-09 5.60346e-09 1.2181e-08 9.16684e-09 2.22008e-09 1.34787e-08 1.52778e-08 9.21957e-09 3.97077e-09 5.79493e-09 1.35211e-08 7.66917e-09 3.53034e-09 1.81853e-08 6.77471e-09 7.07564e-09
threshold=-0.087024999999999977 0.099360000000000018 -0.47356499999999996 0.092165000000000011 0.09585500000000001 0.090100000000000013 -0.10069499999999999 -0.084449999999999983 -0.083284999999999984 0.092620000000000022 -0.076764999999999986 0.092400000000000024 -0.47115499999999993 -1.0000000180025095e-35 0.10559 0.092235000000000011 0.085555000000000006 0.097795000000000007 0.090855000000000005 0.08956500000000002 0.022105000000000003 -0.095189999999999983 0.080675000000000011 0.087445000000000009 -0.079519999999999993 0.084050000000000014 -0.087424999999999989 -0.08645499999999999 -0.085629999999999984 -0.15308499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 -8 9 11 -10 -9 -12 14 -14 16 18 -17 19 20 26 -20 23 25 -25 -23 27 -15 -28 -30
right_child=1 -3 3 4 -6 -7 7 8 10 -11 12 -13 13 15 -16 17 -18 -19 21 -21 -22 22 -24 24 -26 -27 28 -29 29 -31
leaf_value=8.8095900044512147e-07 1.4915983599537328e-06 -8.222415672776151e-07 7.9022751791058005e-07 -3.2296759229666351e-06 1.2443260260500415e-08 1.7501358610419713e-06 -1.0056520789791442e-06 -6.6140982258447167e-08 -3.3902778568517536e-06 5.2156226854904733e-06 -7.4140921406907233e-07 -1.4839680185711284e-06 2.0192111310279871e-06 1.5032318591086855e-06 -3.4756029575734061e-07 -2.6881784992838221e-06 2.424245630550104e-06 2.6988993459491954e-07 2.1068395626571146e-06 -2.3857838319448394e-06 1.9581233645409999e-06 2.7721727425910463e-07 -9.4875725551446524e-07 3.0952822618246503e-06 2.1176195823382558e-07 -1.711832670890447e-06 1.473238877830833e-06 -2.2190635718288833e-06 -1.280309494499458e-06 -1.1186127626709961e-08
leaf_weight=24 27 32 32 25 276 22 31 147 21 20 38 21 20 21 26 20 21 22 25 24 39 63 32 20 87 28 30 35 45 1847
leaf_count=24 27 32 32 25 276 22 31 147 21 20 38 21 20 21 26 20 21 22 25 24 39 63 32 20 87 28 30 35 45 1847
internal_value=0 -6.82566e-09 1.68765e-09 -1.15538e-08 -2.56836e-07 1.54209e-08 1.3643e-09 -8.04443e-09 3.6169e-09 3.37374e-07 -2.18484e-08 -2.43369e-07 7.10661e-09 1.89335e-08 6.81471e-07 6.01413e-09 2.67645e-08 -1.13871e-06 4.83631e-09 -2.99211e-08 -1.88899e-09 2.83032e-07 8.47916e-08 2.5183e-07 7.50738e-07 -3.34798e-07 -4.05343e-08 -8.23203e-07 -1.77302e-08 -4.13714e-08
internal_weight=0 3097 3065 3038 301 2737 2715 2683 2652 188 2464 168 2443 2405 46 2359 2317 42 2296 2041 2017 255 230 198 107 91 1978 56 1922 1892
internal_count=3121 3097 3065 3038 301 2737 2715 2683 2652 188 2464 168 2443 2405 46 2359 2317 42 2296 2041 2017 255 230 198 107 91 1978 56 1922 1892
is_linear=0
shrinkage=0.1


Tree=7748
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1186 13 16 15 0 12 9 9 12 41 41 34 30 3 3 3 124 3 160 2 15 1 1 2 1 156 1
split_gain=1.91153e-09 1.07591e-08 5.74862e-09 1.70513e-09 1.80818e-09 3.20437e-09 4.31137e-09 3.75908e-09 3.89301e-09 1.65037e-09 4.71101e-09 3.73266e-09 3.45276e-09 5.50365e-09 3.49406e-09 4.54202e-09 3.00209e-09 1.7818e-09 8.52884e-09 1.92103e-08 1.20402e-08 8.17819e-09 1.30366e-08 1.76174e-08 1.24727e-08 3.34583e-08 2.91731e-08 2.02392e-08 1.19927e-08 9.58744e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.010834999999999999 -0.051094999999999995 -0.095094999999999985 -0.091964999999999977 -0.073309999999999986 0.096645000000000009 0.092410000000000006 0.088235000000000022 -0.010834999999999999 0.086565000000000017 0.091290000000000024 -0.097449999999999981 0.09538000000000002 -0.098469999999999988 -0.0037349999999999996 -0.0096849999999999974 -0.076779999999999987 -0.012304999999999998 0.086325000000000013 0.090790000000000023 -0.083359999999999976 0.093890000000000015 0.10205500000000002 0.083215000000000011 0.10920500000000001 0.092385000000000009 0.085605000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 -7 8 -8 10 12 -11 14 -14 -3 17 -15 18 20 -20 -16 24 -23 -24 26 -26 -19 -27 29 -28
right_child=1 9 -4 4 5 6 7 -9 -10 11 -12 -13 13 16 15 -17 -18 21 19 -21 -22 22 23 -25 25 27 28 -29 -30 -31
leaf_value=6.323716725122252e-07 2.2769344598470655e-06 1.2174365834213227e-06 -1.6222628979838712e-06 5.7255397177868875e-07 -1.4027838701006583e-06 1.2025503770018986e-06 -3.2295711006928981e-07 6.1877041402497598e-07 -1.969116195255083e-06 1.5884051861327803e-06 -1.399855618918385e-06 -1.7527078637970459e-07 2.0594466480447627e-06 8.4584684240477746e-07 -3.6129837242836231e-08 -1.5217400641631684e-06 -8.1304426203132607e-07 4.5392928774119699e-06 -5.3216041230390402e-08 -3.7535440867486617e-06 2.3152930465771124e-06 1.1978220288710875e-06 -4.0521946539229245e-06 4.8607874057118106e-08 -2.9954954386656647e-06 2.2422747406380949e-06 3.4544914014085064e-07 -8.9619894715826555e-08 -1.2725174042708237e-06 2.5986897871429653e-06
leaf_weight=28 21 23 28 25 24 20 51 26 20 21 24 28 21 24 2135 20 20 21 47 20 22 20 20 22 34 46 58 195 29 28
leaf_count=28 21 23 28 25 24 20 51 26 20 21 24 28 21 24 2135 20 20 21 47 20 22 20 20 22 34 46 58 195 29 28
internal_value=0 2.16539e-08 -2.82811e-07 -8.94879e-08 -2.11247e-07 -3.50219e-07 -1.34309e-07 -4.0995e-07 -7.86664e-07 5.19771e-09 -4.76844e-09 5.8059e-07 7.16813e-09 7.27505e-07 -9.92015e-09 -2.031e-08 9.18054e-08 -9.17592e-09 -4.66604e-08 -1.15779e-06 -1.21469e-08 1.67073e-07 -9.03517e-07 -1.90416e-06 3.28573e-07 -5.88294e-08 1.11192e-06 3.55472e-07 4.86055e-07 1.07906e-06
internal_weight=0 2899 222 194 166 141 117 97 71 2878 2829 49 2805 65 2740 2717 44 2697 2224 67 2157 473 62 42 411 275 136 241 115 86
internal_count=3121 2899 222 194 166 141 117 97 71 2878 2829 49 2805 65 2740 2717 44 2697 2224 67 2157 473 62 42 411 275 136 241 115 86
is_linear=0
shrinkage=0.1


Tree=7749
num_leaves=31
num_cat=0
split_feature=448 447 148 132 399 1203 9 9 41 12 34 10 12 447 374 12 12 133 42 12 160 12 12 12 16 1209 49 1428 1212 402
split_gain=1.60864e-09 3.09787e-09 2.01358e-09 1.66497e-09 8.9532e-09 5.68576e-09 1.69127e-09 4.36394e-09 2.81671e-09 6.01419e-09 2.84411e-09 3.74971e-09 2.77585e-09 2.24759e-09 1.93889e-09 2.45199e-09 1.43873e-08 1.85249e-08 1.60384e-08 8.72559e-09 9.55395e-09 7.61227e-09 6.74071e-09 5.99276e-09 1.55242e-08 1.36891e-08 1.17037e-08 9.80879e-09 9.2523e-09 2.79487e-08
threshold=0.068920000000000023 0.094005000000000019 -0.095079999999999984 -0.083449999999999983 0.091580000000000009 0.089165000000000008 0.092410000000000006 0.088235000000000022 0.086565000000000017 0.08486500000000001 -0.097449999999999981 1.0000000180025095e-35 -0.010834999999999999 0.089635000000000006 0.087505000000000013 0.085355000000000014 0.08493500000000001 -0.019454999999999997 0.084755000000000011 0.085635000000000003 -1.0000000180025095e-35 0.084795000000000023 0.085955000000000018 0.090545000000000014 0.63636000000000015 -0.077874999999999986 0.10877000000000002 -0.018864999999999996 -0.089544999999999986 0.10999000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 7 8 10 -10 -5 13 -8 14 15 16 21 -18 -19 20 -17 -12 -21 25 27 -24 28 -25 -27 -30
right_child=-2 -3 3 4 -6 -7 12 -9 9 -11 11 -13 -14 -15 -16 19 17 18 -20 22 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-8.8073368785374516e-07 -8.9396056182522441e-07 9.8459002906281512e-07 -9.6028979187722892e-08 1.0956930099303502e-06 1.5480566741201218e-06 -1.828248360609342e-06 1.4878383177574507e-06 -1.3788460111347659e-06 1.6937650968884556e-06 -2.3576111630063681e-07 -9.8060077801396725e-08 -1.2654068939355057e-06 -1.0731882795766979e-07 9.3390053274333694e-07 6.8090725011853258e-07 -1.1189657158183764e-07 9.6130154815909938e-07 -8.1694021218936547e-07 -4.5514314488963979e-06 -1.3628846975929525e-06 2.9079849184654451e-06 1.7067424984418267e-06 2.2742978640880294e-06 1.8596623004458919e-06 -2.8712271921449427e-06 1.5910269725454044e-06 2.2443085087458644e-06 -1.1114330462676363e-07 1.1165087035707495e-07 -3.7091084368512383e-06
leaf_weight=26 20 32 194 23 38 21 20 23 30 35 890 24 24 25 39 20 20 23 23 35 22 24 33 26 20 37 26 880 448 20
leaf_count=26 20 32 194 23 38 21 20 23 30 35 890 24 24 25 39 20 20 23 23 35 22 24 33 26 20 37 26 880 448 20
internal_value=0 5.76672e-09 -4.43932e-09 3.04791e-09 2.34433e-08 -2.65223e-07 2.67795e-09 -7.17758e-09 4.40831e-09 6.54789e-07 -1.14964e-08 -2.11607e-08 6.17753e-07 -9.72373e-09 -1.88462e-08 -2.95609e-08 -1.53631e-07 -1.57949e-06 -2.68419e-06 4.80323e-08 1.46995e-06 -5.06692e-08 8.87139e-09 4.10939e-08 -1.15421e-07 2.98066e-07 1.75249e-07 -5.4586e-08 6.87236e-08 -5.16294e-08
internal_weight=0 3101 3069 3043 2828 215 2790 2746 2723 65 2658 2635 44 2611 2586 2547 980 66 46 1567 42 914 1525 1490 926 564 531 906 505 468
internal_count=3121 3101 3069 3043 2828 215 2790 2746 2723 65 2658 2635 44 2611 2586 2547 980 66 46 1567 42 914 1525 1490 926 564 531 906 505 468
is_linear=0
shrinkage=0.1


Tree=7750
num_leaves=31
num_cat=0
split_feature=1429 474 1420 132 1211 1185 15 15 1348 448 148 47 10 33 47 47 1456 159 160 49 40 15 15 43 1452 51 51 51 51 16
split_gain=1.69334e-09 3.82928e-09 3.79821e-09 1.68759e-09 4.7697e-08 2.58029e-08 4.36506e-09 2.12459e-09 1.77723e-09 4.4402e-09 2.88048e-09 2.19358e-09 1.70512e-08 1.24251e-08 8.54317e-09 4.34541e-09 3.16534e-09 2.81737e-09 2.79295e-09 3.60413e-09 2.22324e-09 3.48989e-09 3.3856e-09 2.91544e-09 1.82833e-09 2.57051e-09 1.16588e-08 6.37917e-09 5.53432e-09 3.74877e-09
threshold=0.12521000000000002 -0.26322499999999993 1.0000000180025095e-35 -0.083284999999999984 0.085535000000000014 -0.083264999999999992 0.092400000000000024 0.08517000000000001 0.095915000000000014 0.056825000000000007 -0.088884999999999978 0.094160000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.097970000000000015 0.090920000000000015 -0.077604999999999993 0.085035000000000013 -0.081399999999999986 -0.0072499999999999986 -0.041534999999999996 -0.13843999999999998 -0.079929999999999987 -0.065269999999999981 0.11396500000000002 0.11594500000000001 0.123935 0.11218000000000002 0.10614000000000001 -0.06421499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 7 -3 9 10 -7 13 -13 -12 -14 24 -16 18 -18 -20 -21 -22 -23 -24 25 27 -27 28 -15 -28
right_child=-2 2 -4 5 -6 8 -8 -9 -10 -11 11 12 14 15 16 -17 17 -19 19 20 21 22 23 -25 -26 26 29 -29 -30 -31
leaf_value=-1.1302335610707815e-06 9.171893771053874e-07 -1.6704596007836398e-07 1.3142956184062563e-06 -3.4364443639457359e-06 4.9182195402863733e-06 -9.3113267487779296e-07 -1.4403865557142125e-06 8.4630736694180089e-07 -9.1485159091895363e-07 1.4571554185663229e-06 -2.0436869052294547e-06 3.0155378997251539e-06 -1.8330239656320785e-06 -4.0568382238294726e-08 -8.5652352789603961e-07 1.4029847817327704e-06 -5.8630017831011879e-07 1.4546186840951642e-06 1.667234575108978e-06 1.1951016358580091e-06 -8.3047165055916139e-07 1.4608169077622404e-06 -8.3640393858293775e-07 6.2162355920492027e-07 7.6696079304383607e-07 2.5125906716671024e-06 -9.6844938980211736e-07 -1.5989804117347937e-06 1.4269319430800702e-06 4.0449465335329435e-07
leaf_weight=30 20 150 22 22 20 33 25 24 21 21 30 21 22 2216 24 22 34 21 20 20 32 22 24 32 30 22 30 26 26 59
leaf_count=30 20 150 22 22 20 33 25 24 21 21 30 21 22 2216 24 22 34 21 20 20 32 22 24 32 30 22 30 26 26 59
internal_value=0 -5.92081e-09 5.06238e-09 -4.38436e-09 2.63056e-07 -2.50803e-08 -2.048e-07 -2.72731e-08 1.64695e-09 8.55275e-09 -2.44531e-09 8.76825e-09 2.78249e-07 -2.10159e-08 4.92333e-08 3.94504e-09 2.30062e-07 3.57271e-07 2.32031e-07 4.17519e-07 2.25255e-07 4.89194e-08 4.09695e-07 -3.24537e-09 -8.83158e-09 -1.86146e-08 4.5125e-07 -4.16106e-08 -2.35501e-08 -5.82955e-08
internal_weight=0 3101 3071 3049 219 2830 199 174 2808 2787 2766 2733 272 2461 251 2431 229 205 184 150 130 110 78 56 2409 2379 111 2268 2242 89
internal_count=3121 3101 3071 3049 219 2830 199 174 2808 2787 2766 2733 272 2461 251 2431 229 205 184 150 130 110 78 56 2409 2379 111 2268 2242 89
is_linear=0
shrinkage=0.1


Tree=7751
num_leaves=31
num_cat=0
split_feature=33 34 374 39 39 0 1 15 3 3 16 39 3 39 484 1 51 52 52 52 49 48 49 48 52 51 0 1 13 16
split_gain=2.35301e-09 1.73507e-09 1.97977e-09 1.11624e-08 2.28514e-09 4.99553e-09 2.96173e-09 6.72472e-09 3.06128e-09 5.93201e-09 3.37387e-08 3.03325e-08 8.32892e-09 1.08524e-08 4.85736e-09 8.6297e-09 7.94077e-09 9.10491e-09 1.62456e-08 1.03904e-08 1.02647e-08 7.24085e-09 8.4203e-09 6.65094e-09 4.30697e-09 5.98702e-09 5.55183e-09 3.56518e-09 3.15635e-09 3.7093e-09
threshold=-0.0066799999999999993 -0.112215 0.087505000000000013 0.089790000000000023 -0.020804999999999994 -0.10474999999999998 0.16540500000000002 -0.56020999999999987 0.0051600000000000005 -0.0096849999999999974 -0.056919999999999991 0.085220000000000004 -0.013929999999999998 0.08845500000000002 -0.037689999999999994 0.10205500000000002 -0.14283999999999999 -0.094124999999999986 -0.23798499999999997 -0.078224999999999975 -0.049784999999999989 -0.072824999999999987 -1.0000000180025095e-35 0.089670000000000014 0.11434500000000002 0.012085000000000002 -0.18113999999999997 0.10871500000000002 -0.16152999999999998 -0.014754999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 -6 9 12 11 -11 28 -14 15 -10 -16 18 -18 -19 23 -22 -23 -21 26 -26 -24 -13 -9 -30
right_child=1 2 3 -5 6 -7 -8 8 14 10 -12 27 13 -15 16 -17 17 19 -20 20 21 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=8.2735309723769949e-07 -8.9401691628733146e-07 3.1659737193091463e-07 2.1397676813232166e-06 -9.7869367436942407e-07 -1.500785679127148e-06 -1.8396769248630292e-06 1.1041629676356025e-06 -1.2495652007211383e-06 -1.7793822554926138e-06 3.7413105731264385e-06 -3.1073232337465204e-06 -1.8059719921092482e-06 3.0756328862935332e-06 -1.7920439772535161e-07 1.7373800585136661e-06 8.8241086554522297e-07 6.840435324585924e-07 2.1859949543472941e-06 -2.8231267388036944e-06 -5.7401204296156452e-08 -1.0391150720786993e-06 2.7765635562104764e-06 1.620370054524756e-06 -2.3020817169791291e-06 2.5979815096174469e-06 2.6259816007476059e-07 -2.8149704972389428e-07 -3.8551618047222296e-08 8.418799449506809e-08 -1.7220111333264837e-07
leaf_weight=34 22 22 24 22 30 21 24 21 29 21 39 21 20 21 39 21 28 31 25 33 23 20 20 22 21 23 66 25 1414 939
leaf_count=34 22 22 24 22 30 21 24 21 29 21 39 21 20 21 39 21 28 31 25 33 23 20 20 22 21 23 66 25 1414 939
internal_value=0 -9.11757e-09 -2.76593e-09 6.4833e-07 -1.26866e-08 -7.36467e-07 -2.22872e-09 -1.12238e-08 4.06947e-09 -3.67528e-08 -7.68937e-07 5.92214e-07 -4.61554e-09 1.40852e-06 2.6071e-07 -6.61429e-07 3.92069e-07 2.23905e-07 -9.70282e-07 4.68276e-07 2.34726e-07 6.1305e-07 8.66382e-07 -9.55273e-07 5.72507e-07 1.37721e-06 1.60798e-07 -8.45417e-07 -2.9021e-08 -1.81279e-08
internal_weight=0 3087 3065 46 3019 43 2976 2952 2922 2521 106 67 2415 41 401 50 351 312 53 259 228 173 150 55 130 44 86 46 2374 2353
internal_count=3121 3087 3065 46 3019 43 2976 2952 2922 2521 106 67 2415 41 401 50 351 312 53 259 228 173 150 55 130 44 86 46 2374 2353
is_linear=0
shrinkage=0.1


Tree=7752
num_leaves=31
num_cat=0
split_feature=33 448 0 132 1203 393 50 12 48 132 13 1452 1452 12 15 50 158 43 43 158 1453 1447 484 133 403 1455 50 3 474 1456
split_gain=1.90594e-09 1.76921e-09 2.92905e-09 1.53828e-09 4.41194e-08 2.25428e-08 8.60116e-09 1.58838e-09 2.88372e-09 2.0962e-09 3.81842e-09 1.57014e-09 5.02432e-09 4.34448e-09 9.13454e-09 4.07812e-09 2.7884e-09 1.21283e-08 1.3282e-08 3.14086e-09 5.9805e-09 2.98454e-09 1.07601e-08 9.0693e-09 4.83738e-09 2.44048e-09 3.02233e-09 1.17121e-08 4.12277e-09 3.28709e-09
threshold=-0.0066799999999999993 0.068920000000000023 -0.26609999999999995 -0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 0.11527000000000001 0.086035000000000014 -0.41094499999999995 -0.0018299999999999998 0.088500000000000009 0.086765000000000023 0.083815000000000014 -0.013104999999999999 -0.47248999999999991 0.11245500000000001 -0.011694999999999999 -0.076834999999999987 0.10874500000000002 -0.07303999999999998 -0.086359999999999978 -0.081614999999999979 0.084415000000000018 -0.57146499999999989 0.098910000000000012 -0.099524999999999988 -0.065229999999999996 -0.45463999999999999 0.11253500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 11 7 8 9 -4 -11 12 15 -13 -15 -5 19 18 -18 20 -17 22 -22 -24 -23 26 27 -26 -28 -30
right_child=1 -3 3 5 -6 -7 -8 -9 -10 10 -12 13 -14 14 -16 16 17 -19 -20 -21 21 24 23 -25 25 -27 28 -29 29 -31
leaf_value=7.4461759241143345e-07 1.1476188071603907e-06 -9.4568970602892939e-07 9.5645836030268003e-07 1.3176190053775866e-06 4.6032071178983425e-06 -3.3755726352069359e-06 -2.1835792068713999e-06 8.2039164713673282e-07 -1.1962965231759881e-06 1.5725627459697207e-07 -1.364396164262871e-06 -6.4014632224323835e-07 -1.5256387591477962e-06 -2.2069270335422469e-07 2.0924113113646707e-06 -1.4673368395636187e-06 -1.0365193548977915e-06 -2.3685359674520725e-06 2.2903876896407383e-06 1.0326935582411509e-06 2.0593972199241116e-06 -1.5661584575354939e-06 8.3099597311278982e-07 -1.9571372035898096e-06 2.6602933033359478e-06 -8.1050605621618849e-07 -1.3713382124726857e-06 -4.2451966955070478e-07 1.5450409726907308e-08 -1.2413616527088121e-06
leaf_weight=34 22 20 22 23 21 20 20 21 21 94 20 29 22 38 31 28 30 26 20 29 31 20 28 20 20 37 22 32 2299 21
leaf_count=34 22 20 22 23 21 20 20 21 21 94 20 29 22 38 31 28 30 26 20 29 31 20 28 20 20 37 22 32 2299 21
internal_value=0 -8.20637e-09 -2.09302e-09 -1.03996e-08 2.44922e-07 -3.01857e-08 -2.1732e-07 3.60814e-09 -1.05643e-07 6.27665e-08 -1.097e-07 -6.34122e-09 -2.05715e-08 3.86879e-07 8.18528e-07 -8.24408e-09 -1.96954e-08 -6.16707e-07 2.94243e-07 -2.15658e-09 -1.38887e-08 2.19694e-09 6.0717e-07 -3.30726e-07 -1.73024e-08 -4.55986e-09 7.89628e-09 7.61947e-07 -8.84609e-09 4.07409e-09
internal_weight=0 3087 3067 3045 219 2826 198 178 157 136 114 2806 2708 98 69 2686 2663 76 50 2587 2558 2530 79 48 2451 2431 2394 52 2342 2320
internal_count=3121 3087 3067 3045 219 2826 198 178 157 136 114 2806 2708 98 69 2686 2663 76 50 2587 2558 2530 79 48 2451 2431 2394 52 2342 2320
is_linear=0
shrinkage=0.1


Tree=7753
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1348 448 148 2 2 2 11 15 3 2 484 158 160 2 150 155 1213 131 402 158 16 0 4 49 150 1 2
split_gain=1.718e-09 1.2846e-08 6.88643e-09 1.5406e-09 3.94577e-09 2.41049e-09 1.61328e-09 1.23813e-08 1.141e-08 1.45667e-08 1.51447e-08 1.69828e-08 1.26982e-08 1.58045e-08 1.3992e-08 9.33788e-09 8.97014e-09 7.87421e-09 5.94124e-09 5.83282e-09 5.93003e-09 7.12065e-09 7.50996e-09 7.02167e-09 9.64015e-09 1.15194e-08 8.56294e-09 3.98019e-09 5.77629e-09 7.64378e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.095915000000000014 0.056825000000000007 -0.088884999999999978 0.10584500000000001 0.10497000000000002 0.10912000000000001 0.085155000000000022 -0.067579999999999987 -0.0069549999999999994 0.11018500000000002 0.10126500000000001 0.10654500000000001 0.087570000000000023 0.11177500000000001 0.11235000000000002 0.11854500000000001 -0.063509999999999997 0.096290000000000014 0.020685000000000005 0.082560000000000008 0.062650000000000025 -0.0058249999999999994 -0.059649999999999988 0.093835000000000016 0.08882000000000001 0.111945 0.12595500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 7 -7 9 10 -8 -12 -10 14 15 16 -14 18 19 -18 21 22 23 24 25 -21 -25 28 -27 -30
right_child=1 3 -4 -5 -6 6 8 -9 12 -11 11 -13 13 -15 -16 -17 17 -19 -20 20 -22 -23 -24 26 -26 27 -28 -29 29 -31
leaf_value=-5.6526170224283168e-08 2.4848385053354879e-06 -8.5097569825792929e-07 -1.7341465455241895e-06 -8.5084321340002054e-07 1.3745103309420736e-06 2.4427235114568343e-08 6.402940029046375e-08 2.2628922497460735e-06 2.4549662108646384e-06 1.1726386836536613e-06 -4.6047091018408539e-06 -7.2872836369697331e-07 -1.7448465013437861e-06 -2.5598068069380517e-06 2.1992472154814657e-06 1.535560478687865e-06 1.2751890272224759e-06 1.5338417832591123e-06 1.5035666297080753e-06 2.036819054886846e-06 9.045762694906003e-07 -2.2395429802848165e-06 -2.1938479258259187e-06 -2.1968010461088332e-06 2.1498074352166445e-06 -1.198667256119279e-06 6.6487307037732532e-08 -1.7036866027679438e-06 1.6094130981198557e-06 -3.8787899476553573e-07
leaf_weight=194 21 33 28 21 21 2127 27 25 21 21 26 20 34 24 29 34 23 29 20 21 33 22 21 35 20 44 32 22 27 66
leaf_count=194 21 33 28 21 21 2127 27 25 21 21 26 20 34 24 29 34 23 29 20 21 33 22 21 35 20 44 32 22 27 66
internal_value=0 2.05233e-08 -2.68118e-07 2.54182e-09 8.81451e-09 -1.29818e-09 8.70515e-09 5.04317e-08 -1.2923e-07 -1.14833e-06 -1.816e-06 -2.9195e-06 4.27546e-08 -5.17537e-08 6.58113e-08 -6.22832e-08 -1.83278e-07 -5.53423e-08 -1.74737e-07 -2.66448e-07 -3.69823e-07 -5.05484e-07 -3.73022e-07 -2.29811e-07 6.70051e-08 -1.64417e-07 -1.11583e-06 -4.55147e-07 -2.54651e-07 1.9198e-07
internal_weight=0 2899 222 2878 2857 2836 2803 2152 651 94 73 46 557 536 512 483 449 415 386 366 343 310 288 267 200 180 67 159 137 93
internal_count=3121 2899 222 2878 2857 2836 2803 2152 651 94 73 46 557 536 512 483 449 415 386 366 343 310 288 267 200 180 67 159 137 93
is_linear=0
shrinkage=0.1


Tree=7754
num_leaves=31
num_cat=0
split_feature=448 447 1366 454 453 1375 2 1375 1453 1447 1447 4 481 1447 1446 43 51 50 43 1 1210 43 132 1186 1204 1185 1203 394 3 3
split_gain=1.87964e-09 2.71729e-09 1.60323e-09 2.63109e-09 1.59972e-09 2.38774e-09 6.09896e-09 5.34473e-09 2.41659e-09 2.33001e-09 3.12192e-08 2.71118e-08 8.5306e-09 6.40164e-09 5.57416e-09 1.86562e-09 5.17229e-09 1.34806e-08 4.52962e-09 1.16969e-08 1.11608e-08 8.24102e-09 3.77274e-09 4.77927e-08 2.53377e-08 6.75163e-09 4.39573e-09 3.71178e-09 3.56167e-09 3.96879e-09
threshold=0.068920000000000023 0.097325000000000009 -0.087024999999999977 -0.081039999999999987 0.087015000000000009 0.089070000000000024 0.090935000000000016 0.084665000000000018 -0.087504999999999986 -0.085684999999999997 -0.086279999999999982 -0.085594999999999991 -0.081334999999999977 -0.084549999999999986 0.037915000000000011 0.084740000000000024 0.035765000000000012 0.11657000000000002 0.055925000000000009 0.087865000000000013 0.258635 0.064745000000000011 -0.083284999999999984 1.0000000180025095e-35 -0.081919999999999979 -0.083264999999999992 0.085960000000000023 0.0066850000000000008 -0.080564999999999984 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 8 -5 10 11 -10 -13 -11 -14 18 28 -18 20 21 22 -20 23 26 -24 -26 -15 -27 -17 -30
right_child=-2 -3 3 4 -6 6 -8 -9 9 13 -12 12 14 15 -16 16 17 -19 19 -21 -22 -23 24 -25 25 27 -28 -29 29 -31
leaf_value=8.1264628685554874e-07 -9.6631802932733994e-07 1.1399041774157446e-06 -9.0987850119850228e-07 -8.4312299410318217e-07 7.8268377662082089e-07 5.5526410982392487e-07 -1.7360275364261761e-06 1.6353448364725411e-06 -3.5787899285821825e-06 -1.6398169274604395e-06 4.0418102608441585e-06 1.8708770946555356e-06 1.0140663073343604e-06 -2.690486557726752e-08 -1.1560036394430114e-06 4.7915871129907277e-07 -3.1522187828159077e-06 3.6306946687621657e-07 2.8609737379762619e-06 -7.7219373913590754e-07 -2.3490076512189265e-06 4.5281317473685102e-07 -2.5649468701030138e-06 4.8861654238949305e-06 1.8685314796584863e-06 3.6588987790419075e-08 -1.6820884719981861e-06 -1.2139761407089132e-06 -1.6398709158238488e-06 -1.4775972954235543e-07
leaf_weight=24 20 21 32 34 26 21 26 20 20 24 20 30 20 68 29 83 20 24 27 33 20 30 38 21 20 2141 21 24 20 164
leaf_count=24 20 21 32 34 26 21 26 20 20 24 20 30 20 68 29 83 20 24 27 33 20 30 38 21 20 2141 21 24 20 164
internal_value=0 6.24507e-09 -1.48442e-09 -7.87812e-09 1.66686e-09 -5.10647e-09 -7.12259e-07 6.15621e-09 -4.96074e-09 4.87617e-09 4.38184e-07 -2.89821e-07 5.4283e-07 -1.36853e-08 -2.70261e-07 4.8581e-10 -2.30195e-07 -1.23479e-06 2.9852e-08 7.26092e-07 3.22149e-09 1.59352e-06 2.33863e-08 5.95055e-07 -4.90137e-09 3.96212e-08 -4.17454e-07 2.27259e-08 -6.46436e-08 -3.09946e-07
internal_weight=0 3101 3080 3056 3024 2998 47 2951 2931 2897 119 99 79 2778 49 2754 311 44 2443 90 2353 57 2333 110 2223 2185 89 2165 267 184
internal_count=3121 3101 3080 3056 3024 2998 47 2951 2931 2897 119 99 79 2778 49 2754 311 44 2443 90 2353 57 2333 110 2223 2185 89 2165 267 184
is_linear=0
shrinkage=0.1


Tree=7755
num_leaves=31
num_cat=0
split_feature=401 1210 2 1210 1208 1209 15 15 132 0 1204 12 12 1452 15 1456 1447 484 159 131 52 394 159 3 3 42 133 42 42 42
split_gain=1.60883e-09 2.2977e-09 1.32455e-08 3.69564e-09 2.4037e-09 2.52034e-09 2.11726e-09 2.49148e-08 1.08108e-08 4.81949e-08 4.39784e-08 1.11003e-08 2.17576e-08 1.43098e-08 1.03139e-08 1.04532e-08 1.2949e-08 8.2398e-09 8.94649e-09 2.29451e-08 1.12116e-08 8.15588e-09 6.08598e-09 5.27751e-09 8.24507e-09 6.60848e-09 7.80567e-09 8.10968e-09 7.75835e-09 8.93419e-09
threshold=0.13837000000000002 -0.13847499999999999 0.084885000000000002 -0.090569999999999998 0.11846000000000001 0.11495000000000001 0.085465000000000013 0.085035000000000013 -0.083284999999999984 -0.081784999999999983 -0.081664999999999988 0.083715000000000026 0.081420000000000006 0.081315000000000012 0.086085000000000009 0.089630000000000015 -0.086279999999999982 -0.085934999999999984 -0.087844999999999993 0.09172000000000001 0.15116000000000002 0.013605000000000001 -0.017094999999999996 -0.12018999999999998 -0.10831999999999999 0.11839500000000001 0.51114000000000004 0.09858500000000002 0.091465000000000005 0.089905000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 -5 9 -8 -10 12 -12 14 -13 16 -16 -18 19 -19 21 22 -20 -24 -25 26 27 28 29 -26
right_child=-2 3 -4 4 -6 -7 8 -9 10 -11 11 13 -14 -15 15 -17 17 18 20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=2.4935919742821844e-06 -8.7232498777839724e-07 -1.2973667511770062e-06 -5.9563528598768515e-07 -1.0350503562518207e-08 1.0448865545888773e-06 -1.123035324326338e-06 5.3675898448091181e-06 -3.0672184732549328e-06 -4.5801672058587433e-06 -9.6979282555291021e-07 1.7540947603513567e-09 2.0974940574498242e-06 -3.6938376632904349e-06 2.7084172264342973e-06 -2.3893715500716576e-06 2.1368770339904588e-06 1.8442367305666535e-06 -2.8859163865302406e-06 -1.6866447670812097e-06 1.2549124498353037e-06 2.1339795523545038e-06 1.9064555392288717e-06 1.4667060891042639e-06 -2.0095719327173357e-06 -8.527013458631682e-08 1.3238214394636759e-06 -1.4805621094637901e-06 1.5277489543612838e-06 -1.5516456883801766e-06 2.129950892140187e-06
leaf_weight=23 21 22 35 2134 22 20 20 27 20 30 66 28 21 24 21 25 27 32 21 23 28 23 25 20 203 38 35 35 32 20
leaf_count=23 21 22 35 2134 22 20 20 27 20 30 66 28 21 24 21 25 27 32 21 23 28 23 25 20 203 38 35 35 32 20
internal_value=0 5.91031e-09 6.29403e-07 -5.97746e-09 3.43002e-09 -4.21243e-09 3.30149e-09 -4.85437e-08 1.40434e-07 1.56516e-06 4.75576e-08 1.71459e-07 -8.90285e-07 3.11416e-07 2.20964e-07 1.34544e-07 4.86811e-08 1.39783e-07 5.37636e-08 -1.1543e-06 1.92187e-07 7.18992e-08 -2.6457e-08 5.89938e-08 -3.28934e-08 7.60145e-08 -6.98829e-08 1.00371e-07 -9.55431e-08 1.13404e-07
internal_weight=0 3100 58 3042 3020 2998 2978 2161 817 50 767 747 87 660 636 608 583 562 535 55 480 452 429 408 383 363 325 290 255 223
internal_count=3121 3100 58 3042 3020 2998 2978 2161 817 50 767 747 87 660 636 608 583 562 535 55 480 452 429 408 383 363 325 290 255 223
is_linear=0
shrinkage=0.1


Tree=7756
num_leaves=31
num_cat=0
split_feature=1200 1201 132 1203 393 1212 12 1212 4 402 1212 1213 130 402 4 1213 4 16 12 2 133 1209 1210 43 52 4 1209 402 1210 131
split_gain=1.77924e-09 3.7756e-09 2.64501e-09 1.27769e-08 9.53835e-09 1.76234e-09 1.08739e-08 5.70039e-08 1.85538e-08 1.33897e-08 4.04888e-09 3.04284e-09 1.0904e-08 1.38149e-08 1.24492e-08 1.01177e-08 7.29668e-09 1.71834e-08 1.19439e-08 1.02806e-08 9.65302e-09 3.60011e-09 3.0777e-09 1.49267e-08 1.25404e-08 2.95626e-09 2.84745e-09 2.71982e-09 3.96708e-09 2.32037e-09
threshold=0.087860000000000008 -0.080909999999999996 -0.083174999999999985 0.088820000000000024 0.12069000000000002 -0.070754999999999985 0.085635000000000003 -0.089544999999999986 -0.081374999999999989 0.13685500000000003 -0.21859999999999999 -0.020279999999999996 0.08610000000000001 -0.089154999999999998 -0.077834999999999988 -0.0068949999999999992 -0.081609999999999988 -0.026164999999999997 0.087995000000000004 0.084415000000000004 -0.029034999999999995 -0.084519999999999984 -0.00046999999999999993 -0.041739999999999992 0.085815000000000016 -0.07533999999999999 0.11677000000000001 -0.45454999999999995 0.079790000000000014 0.11863000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 8 9 -4 10 25 12 13 14 -7 -13 17 19 -18 -15 -20 -17 23 -23 -25 -8 27 -24 29 -29
right_child=1 -3 4 -5 -6 11 7 -9 -10 -11 -12 15 -14 16 -16 21 18 -19 20 -21 -22 22 26 24 -26 -27 -28 28 -30 -31
leaf_value=-6.9963252082471658e-08 1.5232964027172389e-06 -2.8864380569955208e-07 3.1664313056689068e-06 -2.4719148032090744e-06 2.1398126678139395e-06 3.3540278858207129e-06 -3.8668774866579274e-07 -5.0498195246291291e-06 -1.0893927571942185e-06 2.6106996494945632e-06 -1.3392071666658013e-06 -2.2541164435097014e-06 -1.7760007841099484e-06 1.7683605037177586e-06 4.238934891496871e-07 -1.1030140638405133e-06 2.1722039299934946e-06 -2.7006027389339021e-06 -1.2659370303012882e-06 -9.1803253937918088e-07 1.4766594111798831e-06 -1.3370015792539246e-06 8.8413866576177368e-07 1.3909368265428515e-07 3.6379308528466933e-06 1.1631375798515366e-06 -1.189023393521893e-06 2.1723731274409737e-08 -1.372230666501786e-06 -7.8766939392633305e-07
leaf_weight=194 23 23 21 25 21 29 32 25 20 20 25 20 22 28 29 29 35 26 33 29 21 23 35 21 20 20 20 2195 21 36
leaf_count=194 23 23 21 25 21 29 32 25 20 20 25 20 22 28 29 29 35 26 33 29 21 23 35 21 20 20 20 2195 21 36
internal_value=0 6.17326e-07 -9.23327e-09 -3.44159e-07 1.6449e-08 7.2041e-10 -3.18501e-07 -7.91991e-07 1.09042e-06 3.05387e-07 -2.93395e-07 2.01939e-08 3.5089e-07 5.54332e-07 1.88896e-06 -1.42422e-08 1.04282e-07 -5.70175e-07 7.3327e-07 4.01599e-07 -1.99372e-07 4.42341e-09 1.79686e-08 7.02009e-07 1.84584e-06 2.09399e-07 -1.00779e-09 9.3815e-09 -4.21374e-09 8.66315e-09
internal_weight=0 46 3075 219 2856 2835 163 122 41 97 77 2672 252 230 58 2420 172 83 89 57 54 2400 2371 64 41 52 2307 2287 2252 2231
internal_count=3121 46 3075 219 2856 2835 163 122 41 97 77 2672 252 230 58 2420 172 83 89 57 54 2400 2371 64 41 52 2307 2287 2252 2231
is_linear=0
shrinkage=0.1


Tree=7757
num_leaves=31
num_cat=0
split_feature=160 4 160 481 159 1447 42 49 42 480 1447 1447 157 159 159 481 481 2 2 3 1371 399 1185 401 402 402 43 1200 133 13
split_gain=1.67291e-09 1.00622e-08 2.20606e-09 4.32258e-09 3.31148e-09 2.66944e-09 1.08944e-08 5.09824e-09 8.01748e-09 4.4749e-09 2.33265e-08 1.01595e-08 6.15052e-09 8.33662e-09 1.31309e-08 3.4121e-09 3.00964e-09 2.69941e-09 1.26058e-08 1.50698e-08 1.46039e-08 7.24764e-09 8.66151e-09 6.76946e-09 6.78077e-09 1.92446e-08 1.02802e-08 9.34932e-09 7.17869e-09 1.31019e-08
threshold=-0.54913999999999985 -0.081609999999999988 -0.53908999999999996 -0.24133999999999997 0.14029500000000003 -0.086359999999999978 0.086835000000000009 0.08610000000000001 0.083935000000000023 0.086995000000000017 -0.08477999999999998 -0.084334999999999979 -0.06482499999999998 -0.072599999999999984 -0.087844999999999993 -0.081834999999999977 -0.073474999999999985 0.087855000000000003 0.087505000000000013 -0.086224999999999982 0.083235000000000017 0.091580000000000009 -1.0000000180025095e-35 -0.46360499999999999 -0.10770499999999998 -0.092414999999999983 -0.043144999999999996 0.086110000000000006 -0.040449999999999993 -0.088589999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 7 8 -5 11 -11 -7 -12 14 -14 -13 -17 18 20 -20 21 22 -18 -24 26 -26 -25 28 -27 -30
right_child=2 -3 3 4 -6 9 -8 -9 -10 10 12 15 13 -15 -16 16 17 -19 19 -21 -22 -23 23 24 25 27 -28 -29 29 -31
leaf_value=-1.02181291044172e-06 -9.4619729270561959e-07 1.5178937388053526e-06 1.4623189943563377e-06 5.1551760467287545e-07 -1.2951630908020206e-06 2.0127967318330774e-06 2.5262478160587289e-06 1.2158772300435454e-06 -2.1115517787014445e-06 -3.7357561230066954e-06 1.5651481604805894e-06 -1.0912027136100734e-06 -1.2695532264572763e-06 -2.0634097221649096e-06 1.5527624531627869e-06 1.2214637979468536e-06 -1.9732271860155898e-06 -1.0186232911814048e-07 2.9736744796338147e-06 -4.7385016430434051e-07 -2.4639033005482619e-06 1.564819500288195e-06 -1.6598873302923907e-06 6.2138454531553808e-08 -2.2549666082990632e-06 -3.7847746843107811e-07 2.6426927259028443e-06 2.2711683551790429e-06 1.4045233977116749e-06 8.9427027788783222e-08
leaf_weight=26 25 39 20 26 20 25 21 21 21 20 20 29 32 22 34 20 21 1461 32 21 23 32 22 38 35 247 26 20 86 636
leaf_count=26 25 39 20 26 20 25 21 21 21 20 20 29 32 22 34 20 21 1461 32 21 23 32 22 38 35 247 26 20 86 636
internal_value=0 5.02011e-07 -1.06723e-08 -2.95596e-09 -1.26888e-08 -4.11322e-09 5.35343e-07 -7.94957e-08 -6.58279e-07 -2.06575e-08 -5.98742e-07 6.01688e-09 -1.78132e-08 -3.77577e-07 1.84367e-07 -1.22332e-08 -7.29495e-10 -9.78278e-09 9.87953e-08 1.60767e-06 3.13665e-08 8.0714e-08 3.87234e-08 7.67873e-08 1.11904e-07 4.94924e-08 1.11049e-06 1.31046e-07 8.68738e-08 2.46073e-07
internal_weight=0 65 3056 3031 3011 2991 89 68 47 2902 128 2774 108 88 66 2749 2720 2700 1239 53 1186 1163 1131 1110 1088 1024 64 989 969 722
internal_count=3121 65 3056 3031 3011 2991 89 68 47 2902 128 2774 108 88 66 2749 2720 2700 1239 53 1186 1163 1131 1110 1088 1024 64 989 969 722
is_linear=0
shrinkage=0.1


Tree=7758
num_leaves=31
num_cat=0
split_feature=401 1212 13 43 12 1212 481 15 1212 50 1213 1213 401 1213 4 129 43 1213 401 1210 13 1208 402 2 401 1213 15 1186 130 132
split_gain=1.62922e-09 1.82681e-09 1.0915e-08 1.6814e-08 1.23943e-08 8.01571e-09 4.52402e-09 5.53281e-09 5.8971e-09 1.281e-08 4.04305e-09 4.79272e-08 1.78312e-08 1.65635e-08 3.36634e-09 6.18682e-09 5.9961e-09 3.0297e-09 5.9364e-09 7.63328e-09 7.18891e-09 3.34461e-09 4.18509e-09 2.88719e-08 7.38489e-09 5.84388e-09 2.04867e-08 7.55846e-09 8.51027e-09 3.6057e-09
threshold=0.13837000000000002 0.08759500000000002 -0.085584999999999981 -0.0017249999999999998 0.084595000000000017 0.086920000000000011 -0.073474999999999985 0.098485000000000017 0.13592000000000001 0.08882000000000001 -0.084954999999999989 -0.087969999999999979 0.113945 -0.090954999999999994 -0.079329999999999984 0.080675000000000011 -0.12152999999999999 -0.063509999999999997 -1.0000000180025095e-35 0.0028200000000000005 -0.059629999999999996 0.10480500000000002 0.10708500000000001 0.083715000000000026 0.09530000000000001 0.10336000000000002 0.086355000000000015 -0.081969999999999987 -0.021914999999999997 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 10 -6 8 9 14 11 13 17 -1 15 16 -8 -12 -19 21 -21 22 24 -24 25 27 -27 28 -20 -29
right_child=-2 2 4 -5 6 -7 7 -9 -10 -11 12 -13 -14 -15 -16 -17 -18 18 19 20 -22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=2.4073907730974217e-07 -8.7782705772302244e-07 2.9153216213812278e-06 -2.4635293894448295e-06 -3.6236032240688882e-07 1.5391374333939029e-06 -1.6435267392012065e-06 -1.2388867498018606e-08 -1.3278735362173732e-06 -1.3465627813502578e-06 2.7478221427589325e-06 9.0366660161736144e-07 4.8297917218902018e-06 -2.8662932844657586e-06 -2.8443558900903557e-06 -9.2605016561719826e-07 -7.8167079125166682e-07 2.4069779584579012e-06 -1.3135647096922705e-06 -2.3603803474732864e-08 2.7053390789433252e-06 1.1302904370139638e-07 -1.2817358711323497e-06 3.5310850783141427e-06 -1.536121852080649e-06 -1.6183122927917922e-06 6.408383013324835e-07 -3.5496257127931586e-06 4.874699726966735e-07 2.6993080785525141e-06 -4.7051685921456662e-08
leaf_weight=134 21 34 20 29 21 30 21 27 20 21 36 22 22 20 27 27 20 35 24 20 23 21 22 23 29 28 20 134 22 2168
leaf_count=134 21 34 20 29 21 30 21 27 20 21 36 22 22 20 27 27 20 35 24 20 23 21 22 23 29 28 20 134 22 2168
internal_value=0 5.95794e-09 2.56012e-07 1.40655e-06 -9.93007e-08 -1.76087e-08 1.57681e-07 -2.02985e-08 2.39294e-07 5.12717e-07 -2.06817e-10 4.63792e-07 -3.12931e-08 -1.59923e-07 1.86413e-08 3.93739e-07 1.16779e-06 -7.35071e-09 -2.0117e-08 -2.25171e-09 1.31875e-06 -2.50551e-08 -1.43708e-08 9.41179e-07 -3.21026e-08 -1.29039e-08 -1.10519e-06 9.42556e-09 1.27866e-06 -1.5937e-08
internal_weight=0 3100 267 63 204 2833 184 163 136 116 2803 176 2627 154 95 68 41 2605 2569 2534 43 2491 2470 45 2425 2396 48 2348 46 2302
internal_count=3121 3100 267 63 204 2833 184 163 136 116 2803 176 2627 154 95 68 41 2605 2569 2534 43 2491 2470 45 2425 2396 48 2348 46 2302
is_linear=0
shrinkage=0.1


Tree=7759
num_leaves=31
num_cat=0
split_feature=16 151 3 16 52 483 484 121 0 0 0 0 401 13 457 3 4 2 457 50 0 133 15 4 151 132 43 399 2 1212
split_gain=1.65421e-09 6.38297e-09 9.59682e-09 6.07005e-09 8.90795e-09 5.53747e-09 9.39451e-09 7.91214e-09 5.74654e-09 2.50622e-08 2.30053e-08 9.56371e-09 3.58797e-08 3.1133e-08 8.65666e-09 7.79574e-09 1.44128e-08 1.91384e-08 9.74332e-09 8.18129e-09 6.89238e-09 5.72342e-09 8.72984e-09 5.77041e-09 5.60761e-09 4.70018e-09 5.42479e-08 3.37973e-08 8.45927e-09 4.25847e-09
threshold=-0.083134999999999987 0.099460000000000007 -0.083654999999999993 -0.085589999999999986 0.087765000000000024 0.098395000000000024 0.10126500000000001 -1.0000000180025095e-35 -0.086729999999999988 -0.086074999999999985 -0.087084999999999982 -0.083804999999999977 0.094955000000000025 -0.088319999999999996 -0.06290999999999998 -0.082234999999999989 -0.00027999999999999998 0.086330000000000004 0.10613500000000002 0.082725000000000007 -0.23001499999999997 -0.012979999999999998 0.086355000000000015 -0.078629999999999992 -0.077959999999999988 -0.083284999999999984 -0.011694999999999999 0.091580000000000009 0.085235000000000019 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 25 -3 5 29 6 7 -1 10 -10 14 13 21 -11 -9 19 17 -17 20 -16 24 22 -13 -23 -18 26 -2 -27 -28 -5
right_child=1 2 -4 4 -6 -7 -8 8 9 11 -12 12 -14 -15 15 16 18 -19 -20 -21 -22 23 -24 -25 -26 27 28 -29 -30 -31
leaf_value=1.9383836149700073e-06 5.000045688496397e-06 -6.3104949731496164e-07 2.1149217874543478e-06 -2.8908981481176205e-06 4.2083441645753996e-07 1.3027177364695794e-06 -2.1197235949702272e-06 1.3091516380497456e-06 2.7585412025348752e-06 -4.3901887443098537e-06 -3.4237763295343691e-06 -2.613774833683974e-06 4.2055653662622541e-06 3.5164319089946934e-07 7.1275893173650004e-08 -4.7063109905310446e-07 -3.4730057363742078e-07 -3.5676932355954708e-06 1.8638472872887427e-06 2.2121848758160922e-06 -1.1331110986419913e-07 1.3946143517093715e-06 1.0180640752643912e-08 -1.3583949118138132e-07 -2.6582697977400608e-06 2.9176639709929899e-08 -1.9007075858705019e-06 -4.1041588768919722e-06 1.7485489741552052e-07 -9.4097443555559356e-07
leaf_weight=20 23 20 35 21 28 30 22 39 36 20 22 21 21 45 166 53 21 32 22 20 238 31 32 120 21 1819 27 20 72 24
leaf_count=20 23 20 35 21 28 30 22 39 36 20 22 21 21 45 166 53 21 32 22 20 238 31 32 120 21 1819 27 20 72 24
internal_value=0 5.38998e-08 1.11639e-06 -9.83357e-08 -9.79574e-07 -3.60001e-08 -7.60814e-08 -3.02037e-08 -7.1216e-08 2.6998e-07 -2.46657e-07 -3.89453e-08 2.69714e-07 -1.10738e-06 -1.32447e-07 -2.30566e-07 -4.86279e-07 -1.63658e-06 -1.62518e-07 3.01481e-07 -3.21732e-07 -1.35447e-07 -1.0295e-06 1.7836e-07 -1.50279e-06 2.41003e-08 6.25176e-07 -1.57754e-08 -3.91208e-07 -1.85094e-06
internal_weight=0 2016 55 1105 73 1032 1002 980 960 326 634 290 225 65 612 573 387 85 302 186 280 204 53 151 42 1961 122 1839 99 45
internal_count=3121 2016 55 1105 73 1032 1002 980 960 326 634 290 225 65 612 573 387 85 302 186 280 204 53 151 42 1961 122 1839 99 45
is_linear=0
shrinkage=0.1


Tree=7760
num_leaves=31
num_cat=0
split_feature=132 132 1203 1208 1208 1208 1185 394 390 129 0 43 16 129 42 394 0 3 156 3 52 1 42 16 16 52 1 42 42 42
split_gain=1.80071e-09 1.02091e-08 5.08402e-09 1.76336e-09 3.51477e-09 3.00892e-09 1.68768e-09 1.98993e-09 4.11205e-09 2.9292e-09 7.34501e-09 9.8562e-09 6.24289e-09 3.86275e-09 3.47067e-09 2.89794e-09 2.81095e-09 2.73137e-09 7.31056e-09 3.40623e-09 6.02275e-09 9.44545e-09 4.87885e-09 2.40895e-09 8.52111e-09 9.37474e-09 1.84235e-08 7.65525e-09 4.2701e-08 1.78439e-08
threshold=-0.083174999999999985 -0.037359999999999997 0.088820000000000024 0.11846000000000001 0.106285 0.094315000000000024 0.093750000000000014 -0.12099999999999998 0.090205000000000007 0.093420000000000017 -0.075934999999999989 -0.084569999999999992 -0.085589999999999986 0.090180000000000024 -0.23037499999999997 -0.088129999999999986 0.22582000000000002 -0.24462999999999999 0.3248100000000001 -0.16726499999999997 -0.020999999999999994 0.103565 -0.14723999999999998 -0.083134999999999987 -0.08453999999999999 -0.078224999999999975 0.090130000000000016 0.087075000000000014 0.087505000000000013 0.089015000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -3 9 13 12 -12 -11 14 -9 -16 17 -17 19 20 21 -19 -21 24 25 26 -24 -27 -29 -30
right_child=1 3 -4 -5 -6 -7 -8 8 -10 10 11 -13 -14 -15 15 16 -18 18 -20 22 -22 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=-9.2687885719395547e-08 1.6945301549892773e-06 8.2463415279123414e-07 -1.5341403732398768e-06 8.72048468142131e-07 -1.1644412102039217e-06 1.1185115681655589e-06 -9.2129714779787264e-07 9.9806123129757696e-07 -1.4020553023675305e-06 6.9155311510808833e-07 1.4445370718855583e-07 3.1502564507945867e-06 -1.2272239756801659e-06 -1.128549722020653e-06 1.0746404389768335e-06 1.0893412360763416e-06 -1.2102466268970602e-06 -1.733212064181089e-06 -1.9339794698680635e-06 -1.5540897747779949e-06 1.8086606470798678e-06 9.6411109565009156e-07 3.4561548377929461e-06 5.035777002619808e-08 -2.1038160411990249e-06 -4.6873573453164736e-07 -5.9965299629520063e-07 4.6523563776190711e-06 -1.7470114063268161e-06 2.4994852682998687e-07
leaf_weight=194 36 29 28 23 26 24 20 34 21 39 24 20 30 31 24 22 20 20 20 21 28 37 21 1540 22 428 24 20 55 240
leaf_count=194 36 29 28 23 26 24 20 34 21 39 24 20 30 31 24 22 20 20 20 21 28 37 21 1540 22 428 24 20 55 240
internal_value=0 2.10144e-08 -2.74493e-07 -2.8711e-11 -7.09131e-09 3.60205e-09 -5.98857e-09 6.20153e-10 -8.09798e-09 2.66419e-09 5.01114e-07 1.51073e-06 -1.42698e-07 -1.8941e-08 -5.58782e-09 -1.90119e-08 -2.94359e-08 -1.99819e-08 -2.98386e-08 -1.43325e-08 6.07651e-07 1.76819e-08 -3.66306e-08 -2.30703e-08 -1.62674e-07 -1.0848e-07 1.29306e-06 -1.93364e-07 1.80791e-07 -1.22366e-07
internal_weight=0 2899 222 2863 2840 2814 2790 2770 2741 2720 113 44 69 2607 2576 2542 2518 2498 2476 2456 85 57 2371 2350 810 788 45 743 315 295
internal_count=3121 2899 222 2863 2840 2814 2790 2770 2741 2720 113 44 69 2607 2576 2542 2518 2498 2476 2456 85 57 2371 2350 810 788 45 743 315 295
is_linear=0
shrinkage=0.1


Tree=7761
num_leaves=31
num_cat=0
split_feature=394 394 403 1176 394 1182 1186 394 42 1429 156 16 1 1429 16 2 1429 52 1428 403 403 3 3 3 133 1210 3 3 43 13
split_gain=1.68769e-09 3.62732e-09 3.15779e-09 2.32446e-09 2.89049e-09 2.62132e-09 1.65195e-09 8.86615e-09 7.09496e-09 1.76987e-09 5.77544e-09 1.95134e-09 5.72218e-09 4.28741e-09 2.43016e-09 5.83835e-09 2.40199e-09 5.96053e-09 1.83208e-09 1.7821e-09 9.17767e-09 9.13631e-09 1.6113e-08 1.60839e-08 3.58365e-08 8.31375e-09 1.14003e-08 9.51006e-09 8.82097e-09 1.79987e-08
threshold=-0.14580499999999996 -0.096774999999999986 -0.014954999999999998 0.085730000000000015 -0.087649999999999992 0.086460000000000009 0.062435000000000011 0.12358500000000001 -0.088669999999999985 -0.23752499999999996 0.32523500000000005 0.63636000000000015 0.10752500000000002 -0.10379499999999998 0.52822500000000006 0.10613000000000002 -0.060529999999999994 -0.084699999999999984 0.088190000000000004 -0.090774999999999981 -0.088144999999999987 -0.085784999999999986 -0.084074999999999997 -0.092644999999999991 0.11524500000000001 -0.13847499999999999 -0.082334999999999978 -0.081644999999999981 0.055925000000000009 -0.073839999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 7 9 -8 -6 11 13 -13 -11 16 -16 17 -15 19 21 -21 23 -23 -18 -25 -24 -27 -28 29 -29
right_child=1 3 -4 -5 5 -7 8 -9 -10 10 -12 12 -14 14 15 -17 18 -19 -20 20 -22 22 25 24 -26 26 27 28 -30 -31
leaf_value=-1.3944944551684084e-06 1.1221044893506493e-06 1.0362295184946832e-06 2.6415150697093026e-07 -9.8184921218565572e-07 -9.1470226217487446e-07 -1.0439950428301851e-06 5.5632789883001505e-07 2.1127327028125366e-06 -1.9939103731303477e-06 1.3086740982544145e-06 1.7001021501528158e-06 5.4244790817392649e-07 -1.7946618764984703e-06 1.8650756939935137e-06 3.5846281233576664e-07 -1.7818315382100992e-06 -2.0261454158178431e-07 -3.8771965288712338e-07 9.0246839683707307e-07 -2.0336536448192656e-06 -2.6097252824936531e-08 -2.6572426691018339e-06 1.7913623159984129e-06 4.2920342356079684e-06 -3.0128129359192307e-07 -1.830266913660842e-06 2.2553478818210241e-06 -3.0661015278548641e-06 1.480992255067206e-06 2.2450475091522334e-07
leaf_weight=24 29 27 22 24 21 24 24 20 20 25 20 20 22 23 26 25 74 24 22 23 2295 24 25 33 35 33 20 22 27 68
leaf_count=24 29 27 22 24 21 24 24 20 20 25 20 20 22 23 26 25 74 24 22 23 2295 24 25 33 35 33 20 22 27 68
internal_value=0 8.99925e-09 -6.01229e-07 -1.59827e-09 6.18664e-09 -3.09922e-09 5.30923e-09 1.44517e-08 -6.02871e-07 1.56197e-11 6.67157e-09 -5.14581e-09 -6.81752e-07 4.91704e-09 -6.72781e-09 -6.90701e-07 5.96602e-09 7.14712e-07 -6.36685e-09 -1.38302e-08 -4.60169e-08 1.92842e-07 -2.1225e-07 8.17597e-07 1.92783e-06 8.86722e-08 -1.61723e-07 2.40189e-07 -1.04283e-07 -5.79866e-07
internal_weight=0 3075 46 3046 3022 2995 2971 2927 44 2907 2886 2866 42 2824 2799 51 2748 47 2701 2679 2318 361 219 142 68 195 170 137 117 90
internal_count=3121 3075 46 3046 3022 2995 2971 2927 44 2907 2886 2866 42 2824 2799 51 2748 47 2701 2679 2318 361 219 142 68 195 170 137 117 90
is_linear=0
shrinkage=0.1


Tree=7762
num_leaves=31
num_cat=0
split_feature=484 2 1454 1455 1455 2 52 482 482 482 482 12 33 39 2 132 1 13 1185 132 0 130 0 400 132 375 376 151 151 42
split_gain=1.64809e-09 7.92296e-09 1.32974e-08 4.7901e-09 5.01503e-09 4.73366e-09 8.55106e-09 3.10195e-09 3.15041e-09 3.82e-09 8.41146e-09 6.8731e-09 3.2308e-09 2.52206e-09 5.21987e-09 2.78511e-09 4.47324e-08 6.39843e-08 2.35377e-08 1.39915e-08 3.20532e-09 3.87834e-09 3.78966e-09 3.0343e-09 2.67939e-09 2.44828e-09 2.61863e-09 2.56498e-09 8.69074e-09 7.1425e-09
threshold=0.10455500000000001 0.11474000000000002 0.097395000000000023 -0.097209999999999977 -0.089344999999999994 0.083995000000000014 -0.023194999999999997 0.11191500000000001 0.098105000000000012 0.089605000000000018 0.086210000000000023 0.08493500000000001 -0.0066799999999999993 -0.020804999999999994 0.11293500000000002 -0.083284999999999984 0.089475000000000013 -0.017449999999999997 -0.083264999999999992 -0.084999999999999978 -0.073309999999999986 0.115025 -0.09515499999999999 -0.016164999999999995 -0.037359999999999997 0.087420000000000012 -1.0000000180025095e-35 -0.085134999999999975 -0.083844999999999989 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 -5 -2 -7 8 9 10 12 -11 -6 14 -14 16 19 -18 -17 20 21 22 -15 -24 -20 26 -26 29 -29 -28
right_child=1 -3 -4 4 7 6 -8 -9 -10 11 -12 -13 13 15 -16 18 17 -19 24 -21 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-1.5584253333145172e-06 1.3210416943399685e-06 -1.4186234306056247e-06 3.0014166596714635e-06 1.4340599611510167e-06 9.973844990165692e-07 8.9769862390040892e-07 -1.2266977211794483e-06 -1.029022407692537e-06 9.6457133547246623e-07 4.8752576386698026e-08 1.902418090082847e-06 -2.2654775875707857e-06 1.0128594719086928e-07 1.0701202636482778e-06 -1.9843542565922692e-06 -3.3014715194729597e-06 -5.662759176196969e-07 7.33694145139907e-06 9.0776107651524195e-07 -2.8190832424678822e-06 1.0576622713642791e-06 -1.4889766957943656e-06 1.8169004322641871e-07 -1.1482588308416751e-06 -9.3569224528522461e-07 1.0473471438185048e-06 -2.1281787912609706e-07 -1.8117106248740001e-06 -3.8288799857439169e-08 8.2649253642106556e-07
leaf_weight=20 27 22 20 24 31 36 40 30 33 33 23 21 30 25 20 22 21 20 31 21 22 21 42 29 32 21 143 28 2110 123
leaf_count=20 27 22 20 24 31 36 40 30 33 33 23 21 30 25 20 22 21 20 31 21 22 21 42 29 32 21 143 28 2110 123
internal_value=0 3.29214e-07 6.41835e-07 -1.60388e-08 -5.60318e-09 1.83664e-07 -2.20405e-07 -1.73876e-08 -6.92962e-09 -1.81041e-08 -2.12235e-09 -8.51226e-07 -1.78116e-08 -2.92101e-08 -7.3297e-07 -1.62303e-08 3.41944e-07 3.28895e-06 -4.49129e-08 -4.13226e-07 -4.97515e-08 -2.57983e-07 1.12967e-08 -3.61529e-07 -1.61169e-08 -2.77735e-08 -3.70418e-08 -2.50797e-08 -6.15142e-08 2.67766e-07
internal_weight=0 145 123 2976 2956 103 76 2932 2902 2869 2815 54 2792 2761 50 2711 201 41 2510 160 139 117 96 71 2488 2457 2436 2404 2138 266
internal_count=3121 145 123 2976 2956 103 76 2932 2902 2869 2815 54 2792 2761 50 2711 201 41 2510 160 139 117 96 71 2488 2457 2436 2404 2138 266
is_linear=0
shrinkage=0.1


Tree=7763
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 1420 1455 42 11 16 16 3 11 3 41 33 375 41 41 47 47 47 2 133 151 48 1 3 16 160 131
split_gain=1.80431e-09 1.17132e-08 4.18027e-09 1.61565e-09 4.93525e-09 2.13673e-09 2.95917e-09 2.19821e-09 9.26359e-09 8.50172e-09 2.03564e-08 6.78348e-09 2.74972e-09 2.16911e-09 8.00847e-09 2.55985e-09 2.45663e-09 2.77651e-09 2.24796e-09 2.32919e-08 7.02348e-09 2.82815e-09 2.92725e-09 2.89506e-09 2.9774e-09 8.74361e-09 2.89746e-09 2.82316e-09 3.54825e-09 2.69612e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.12521000000000002 -0.086589999999999986 -0.11962499999999998 0.087405000000000024 0.090070000000000025 0.63167000000000006 0.63167000000000006 -0.071799999999999989 0.08765000000000002 -0.14847999999999997 0.088520000000000015 -0.0066799999999999993 0.087420000000000012 0.08178500000000001 0.07831500000000001 0.092165000000000011 0.09585500000000001 0.090100000000000013 0.14445500000000003 0.095000000000000015 -0.090064999999999992 0.10288500000000002 0.099660000000000012 -0.017889999999999996 -0.072359999999999994 -0.016279999999999996 0.13695500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 -6 9 12 11 -11 13 -9 14 -7 16 17 18 20 -20 29 22 23 -21 26 -26 27 -25 -29 -16
right_child=1 3 -4 -5 5 7 -8 8 -10 10 -12 -13 -14 -15 15 -17 -18 -19 19 21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-1.0990151957150711e-07 2.3741956343179657e-06 -1.5677541430747513e-06 -1.4169706986422172e-06 8.9953642827822484e-07 2.2875075310660198e-08 1.6818221183712013e-06 1.5603084924415661e-06 -5.3009651496596344e-07 2.3813697725927344e-06 -3.740237082752174e-06 6.6783595968900051e-07 1.8374357824768596e-06 7.4640772431606635e-07 -7.612682066481189e-07 -2.5355148927263096e-08 1.0809637848026232e-06 -1.0797944345532848e-06 9.2207456624061209e-07 -3.5860342154592216e-06 -8.0702176156981814e-07 1.8687608137923915e-06 -1.1836784005936352e-06 1.1015217902847022e-06 9.1593923059463131e-07 -7.0998517466486431e-07 1.6567662076316061e-06 -1.2899786545972347e-06 6.7091065264176828e-07 -9.3278086456553576e-07 1.0403792877866636e-06
leaf_weight=194 21 20 28 20 31 28 21 45 20 20 22 20 27 38 2173 21 22 31 20 42 20 20 24 26 27 37 20 22 37 24
leaf_count=194 21 20 28 20 31 28 21 45 20 20 22 20 27 38 2173 21 22 31 20 42 20 20 24 26 27 37 20 22 37 24
internal_value=0 2.10457e-08 -2.74757e-07 3.87535e-09 -2.3924e-09 8.63904e-09 6.43762e-07 -3.21536e-09 4.77457e-07 -1.96303e-08 -1.43125e-06 2.7256e-09 -5.14074e-08 -1.1216e-08 -2.28308e-10 -1.85827e-08 -2.76556e-08 -1.84812e-08 -3.01815e-08 -2.99854e-07 3.26909e-09 -4.21146e-08 5.50398e-08 -6.39913e-08 1.20667e-07 6.58293e-07 -2.07029e-07 4.77831e-08 -3.34794e-07 -1.37131e-08
internal_weight=0 2899 222 2878 2858 2838 52 2786 92 2694 42 2652 72 2632 2594 2566 2545 2523 2492 275 2217 255 235 211 169 64 105 85 59 2197
internal_count=3121 2899 222 2878 2858 2838 52 2786 92 2694 42 2652 72 2632 2594 2566 2545 2523 2492 275 2217 255 235 211 169 64 105 85 59 2197
is_linear=0
shrinkage=0.1


Tree=7764
num_leaves=31
num_cat=0
split_feature=401 132 1185 132 1213 402 402 403 1210 2 133 12 1213 0 1210 403 12 16 133 133 2 0 2 133 50 480 42 481 1447 0
split_gain=1.5072e-09 1.85149e-09 9.41675e-09 3.73187e-09 1.73882e-09 1.25808e-08 5.90987e-09 4.70076e-09 1.02853e-08 4.09726e-09 5.30334e-09 4.37788e-09 6.0805e-09 3.84626e-09 3.5601e-09 2.55501e-09 7.06624e-09 1.36835e-08 2.35249e-09 1.67775e-08 3.89416e-08 1.01021e-08 9.77278e-09 9.74604e-09 9.14589e-09 1.5349e-08 8.43909e-09 7.91416e-09 1.5546e-08 7.12807e-09
threshold=0.13837000000000002 -0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.060985000000000004 0.11086000000000001 0.23460000000000003 -0.55276999999999987 -0.13847499999999999 0.085485000000000019 0.048950000000000007 0.086915000000000006 0.104315 -0.081459999999999991 -0.090569999999999998 -0.42244999999999994 0.096990000000000007 -0.077879999999999991 0.091935000000000003 0.090445000000000011 0.092635000000000009 -0.091069999999999984 0.093680000000000013 0.089595000000000022 -0.099524999999999988 0.089030000000000012 -0.23037499999999997 0.11290000000000001 0.059120000000000013 -0.055064999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 9 7 -4 -9 10 -6 -11 -13 -14 -10 16 17 -16 19 23 -21 22 -20 26 -23 29 -17 28 -28 -26
right_child=-2 2 4 -5 5 -7 -8 8 14 11 -12 12 13 -15 15 18 -18 -19 21 20 -22 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-1.3668261928865507e-07 -8.4432945511382844e-07 2.1367767050692455e-06 -1.361196453217417e-06 -1.5106116990182273e-06 2.2972991783634911e-08 2.2610306302794925e-06 -1.7218946243247047e-06 2.1219596320683512e-06 -1.2988125793829872e-06 1.3940350863249154e-06 -2.0406983895782107e-06 -1.3532202938222327e-06 -3.063386517153179e-07 1.3511677400807849e-06 -1.9575865906062974e-08 1.6545281183763081e-06 -6.6439166289455909e-07 3.3147634530905638e-06 2.3571260936916117e-06 -5.282232470855368e-07 5.2491933263354439e-06 1.2501341164547091e-06 -2.4519146191529046e-07 -1.6204446837577592e-06 -7.3389683094393925e-07 -3.3148491860046645e-06 3.4087323594580629e-09 1.6040823243201887e-06 -2.2186432691029268e-06 4.9554208295200122e-07
leaf_weight=195 21 21 25 22 33 28 20 23 21 28 20 25 28 28 32 31 30 20 27 28 20 28 31 37 197 20 1958 30 32 62
leaf_count=195 21 21 25 22 33 28 20 23 21 28 20 25 28 28 32 31 30 20 27 28 20 28 31 37 197 20 1958 30 32 62
internal_value=0 5.71536e-09 2.69179e-08 -2.75975e-07 1.14367e-08 3.0374e-07 -9.34836e-09 3.56677e-09 1.65546e-08 -3.45566e-08 -7.55771e-07 3.16126e-07 -5.64851e-08 5.22415e-07 -2.04151e-09 8.50135e-09 5.57769e-07 1.26286e-06 -9.50744e-09 3.05841e-08 1.87903e-06 -2.44126e-07 9.66232e-07 -1.1909e-08 -4.72792e-07 -6.45703e-07 1.7109e-08 -8.01971e-09 -3.23228e-08 -4.39591e-07
internal_weight=0 3100 2883 217 2862 190 2672 2652 2627 162 53 109 81 56 2604 2583 82 52 2501 2136 48 365 58 2088 307 279 2051 2020 1990 259
internal_count=3121 3100 2883 217 2862 190 2672 2652 2627 162 53 109 81 56 2604 2583 82 52 2501 2136 48 365 58 2088 307 279 2051 2020 1990 259
is_linear=0
shrinkage=0.1


Tree=7765
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 131 132 132 160 133 3 481 1 480 480 1456 154 157 1419 2 51 1420 4 16 1447 481 1447 42 45 11 33
split_gain=1.58697e-09 4.56858e-08 2.51613e-08 7.69978e-09 2.18711e-09 2.34764e-09 1.75006e-09 1.59523e-09 1.01407e-08 1.98525e-08 1.15589e-08 7.88868e-09 3.08319e-09 3.55707e-09 3.12239e-09 2.30562e-09 3.91703e-09 3.35083e-09 6.4375e-09 1.44361e-08 4.84328e-09 3.01294e-09 8.0015e-09 2.72673e-09 2.28608e-08 1.0902e-08 4.70193e-09 2.72516e-09 1.06468e-08 3.92455e-09
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.076979999999999979 -0.26625499999999996 -0.037359999999999997 -0.52439499999999983 0.090445000000000011 -0.06977499999999999 -0.081539999999999987 0.076935000000000017 0.11303500000000001 0.10272000000000002 0.11253500000000001 0.084190000000000001 0.63604500000000008 0.086505000000000012 0.087505000000000013 -0.019375 -0.085109999999999991 -0.50940999999999981 0.22339500000000004 -0.086279999999999982 -0.086219999999999977 -0.085539999999999991 0.084755000000000011 0.094030000000000016 -0.011194999999999998 -0.009184999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 -4 8 9 10 -8 -12 13 14 15 16 17 20 -19 -20 -9 22 -22 24 -23 -25 -26 28 -27 -30
right_child=2 -3 6 -5 5 -7 7 12 -10 -11 11 -13 -14 -15 -16 -17 -18 18 19 -21 21 23 -24 25 26 27 -28 -29 29 -31
leaf_value=7.4695944469738156e-07 -3.3886073796648732e-06 4.6945499499478116e-06 7.0895168473076155e-07 -2.071184256919878e-06 -1.007720705998778e-06 2.5127465899969069e-08 2.1309336426794844e-06 -1.5000052542291087e-06 2.2435714566634727e-06 -2.9057821120659357e-06 -1.4901381561045398e-06 1.0015844049841386e-06 -1.102303485822631e-06 1.1339323333669638e-06 -9.446577289888106e-07 1.0366231305982052e-06 -1.4094952783239025e-06 2.0956900508456953e-06 1.9285333280549822e-06 -1.783593384888346e-06 -1.6468717222852394e-06 -3.4181228977558929e-06 5.9371861514786623e-07 2.2407079411963921e-06 -3.6159632060162045e-07 2.0287250261110156e-06 1.8067971438995301e-06 -9.4274999014487541e-07 -1.2048040103022855e-06 7.960022465307397e-09
leaf_weight=32 22 21 35 20 27 119 31 22 23 20 27 24 26 27 36 21 20 22 20 22 37 20 28 22 20 26 20 30 27 2274
leaf_count=32 22 21 35 20 27 119 31 22 23 20 27 24 26 27 36 21 20 22 20 22 37 20 28 22 20 26 20 30 27 2274
internal_value=0 2.59572e-07 -1.95931e-08 -2.10804e-07 -1.77297e-09 -1.65879e-07 6.14245e-09 -2.50371e-09 3.46798e-07 -8.09059e-08 6.08088e-07 -3.17563e-07 -1.85562e-08 -8.09685e-09 -1.96584e-08 -7.00168e-09 -1.53987e-08 -4.63343e-09 7.0995e-07 -1.5914e-08 -2.27385e-08 -9.75929e-09 -6.81694e-07 8.14796e-09 -6.57641e-07 2.49396e-08 7.226e-07 4.25784e-09 1.64668e-08 -6.27059e-09
internal_weight=0 219 2902 198 178 146 2880 2845 125 102 82 51 2720 2694 2667 2631 2610 2590 64 42 2526 2504 65 2439 60 2379 40 2357 2327 2301
internal_count=3121 219 2902 198 178 146 2880 2845 125 102 82 51 2720 2694 2667 2631 2610 2590 64 42 2526 2504 65 2439 60 2379 40 2357 2327 2301
is_linear=0
shrinkage=0.1


Tree=7766
num_leaves=31
num_cat=0
split_feature=1203 132 393 1203 1185 1185 15 15 15 43 51 401 484 15 15 483 2 3 3 3 39 13 15 2 2 2 2 156 4 4
split_gain=1.49998e-09 2.00293e-09 9.02528e-09 7.58995e-09 1.50371e-09 1.88626e-09 1.65315e-09 1.16036e-08 9.98175e-09 2.58561e-08 4.46157e-09 6.41504e-09 5.49425e-09 4.67131e-09 4.4096e-09 4.26034e-09 8.318e-09 3.90612e-09 1.03086e-08 2.09909e-08 2.02729e-08 8.23096e-09 5.44696e-09 5.08143e-09 3.82985e-08 1.08124e-08 1.02836e-08 6.31706e-09 1.0233e-08 8.0632e-09
threshold=-1.0000000180025095e-35 -0.083449999999999983 0.12679500000000002 0.089480000000000018 0.093750000000000014 0.08777500000000002 -0.10203999999999998 -0.10653 -0.096999999999999989 -0.0095349999999999983 -0.10316499999999999 0.094270000000000007 -0.088124999999999981 -0.11713499999999999 -0.13578499999999996 0.098395000000000024 0.15109000000000003 -0.0037349999999999996 -0.0096849999999999974 -0.012939999999999998 0.086505000000000012 -0.15416999999999995 -0.090644999999999989 0.10644500000000001 0.11215000000000001 0.11728500000000001 0.10188000000000001 0.092385000000000009 -0.42529999999999996 0.0049200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 6 7 10 9 -8 -3 12 -12 14 15 16 -14 18 19 21 -20 -10 -19 26 -25 -26 27 28 -24 -30
right_child=1 2 -4 -5 -6 -7 8 -9 17 -11 11 -13 13 -15 -16 -17 -18 22 20 -21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=7.0369599446469996e-07 -1.0671182016624384e-07 -1.2086923219469639e-06 2.0318982923196348e-06 -2.1618962659886165e-06 -8.0660916276666183e-07 9.4946314480434281e-07 8.0117049310501902e-07 2.0366522933052753e-06 -1.9825976778520273e-06 -3.7940267513765969e-06 1.5005034820584722e-06 1.8212646658693778e-06 5.9393906234638151e-09 -1.4098828179006282e-06 1.2363974050292169e-06 1.2474832873443159e-06 -1.6917945856675943e-06 1.7361581667501015e-06 -3.5323607704640382e-06 3.1194569792043173e-06 7.7850020915093413e-07 -3.7015430997287608e-08 2.1498776793090916e-06 4.2694786590876299e-06 -1.9747916921915024e-06 4.1133684794730579e-07 -2.0848127059972891e-06 -1.1830640268328808e-06 -8.988776605415675e-07 1.1139215318093301e-06
leaf_weight=30 177 27 22 20 23 21 25 31 22 24 24 21 294 24 28 23 32 25 24 21 20 1873 28 24 25 79 24 28 48 34
leaf_count=30 177 27 22 20 23 21 25 31 22 24 24 21 294 24 28 23 32 25 24 21 20 1873 28 24 25 79 24 28 48 34
internal_value=0 -6.8286e-09 1.41737e-08 -3.1536e-07 -1.2824e-09 5.21901e-09 -1.7927e-09 1.62387e-07 -3.73979e-08 -1.44954e-06 3.95492e-08 1.15115e-07 3.08115e-08 -5.71501e-08 2.89655e-08 -6.79058e-08 -1.60709e-07 -6.98258e-09 -5.95128e-08 -2.47591e-08 -1.57288e-06 -5.96027e-08 3.19872e-07 1.97779e-07 6.68698e-07 -1.62252e-07 -1.74306e-07 1.57956e-07 4.99307e-07 -6.43024e-08
internal_weight=0 3091 2894 197 2872 2849 2828 504 2324 49 473 446 425 401 377 349 326 2275 1960 1916 44 1895 315 290 128 104 162 138 110 82
internal_count=3121 3091 2894 197 2872 2849 2828 504 2324 49 473 446 425 401 377 349 326 2275 1960 1916 44 1895 315 290 128 104 162 138 110 82
is_linear=0
shrinkage=0.1


Tree=7767
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 131 400 16 129 1182 393 129 13 129 13 40 13 0 13 16 16 1 1429 475 128 128 3 128 41 1 33
split_gain=1.52419e-09 4.18488e-08 2.26288e-08 6.81247e-09 1.78838e-09 2.17989e-09 1.86821e-09 1.55695e-09 2.12011e-09 1.58256e-09 1.73998e-09 5.52188e-09 4.36111e-09 1.71224e-09 1.60001e-08 9.87478e-09 9.75281e-09 4.19431e-09 8.27785e-09 1.06301e-08 5.81643e-09 4.99671e-09 1.45106e-08 2.99025e-09 3.9528e-09 9.21617e-09 5.26942e-09 3.1625e-09 1.33568e-08 8.46042e-09
threshold=-0.083284999999999984 0.10022000000000002 0.12358500000000001 0.089480000000000018 -0.076979999999999979 0.10782000000000001 -0.090764999999999985 -0.08133 0.084790000000000018 -1.0000000180025095e-35 0.10532000000000001 -0.0087749999999999981 0.102035 0.24813000000000004 -0.24452499999999996 0.23074000000000003 -0.059114999999999994 0.10002500000000002 0.26676500000000009 -0.016164999999999995 0.077565000000000009 -0.23587499999999997 0.10701500000000001 0.10670500000000001 0.090375000000000025 -0.089819999999999983 0.087235000000000021 0.08690500000000001 0.085475000000000009 -0.0066799999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 -1 6 -6 -2 9 -9 12 -12 13 14 -11 17 -15 21 19 20 -19 -16 23 24 26 -26 27 29 -29 -23
right_child=2 -3 -4 -5 5 -7 -8 8 -10 10 11 -13 -14 16 15 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=6.7786943347414308e-07 6.9771078869962366e-07 4.4990468276344999e-06 -3.3712737251789803e-06 -1.9457066279926496e-06 7.4088180362497863e-07 -9.2370762999884209e-07 -1.8459387301949061e-07 8.4854590030855363e-07 -1.004789911684427e-06 2.8279270554776305e-06 -1.7464680675639895e-06 2.5974676953624381e-07 1.4107285774788249e-06 2.62764841380101e-07 1.5149087679284485e-06 -2.0742110050180244e-06 -2.297803370408604e-06 1.8885626023035229e-06 2.0545258801826879e-06 -1.1385854556978396e-06 -2.2365567453810154e-07 1.6961423954916396e-06 -2.6516140478417496e-06 1.0990152740456931e-06 -2.5380239409855678e-06 4.2799183419943311e-07 1.5713048292181632e-06 -2.7697939453035017e-06 3.5834213864022905e-07 -2.2754532784779689e-08
leaf_weight=32 32 21 20 20 29 29 88 22 21 20 23 34 22 51 21 23 21 32 29 39 22 29 21 24 20 22 21 21 39 2273
leaf_count=32 32 21 20 20 29 29 88 22 21 20 23 34 22 51 21 23 21 32 29 39 22 29 21 24 20 22 21 21 39 2273
internal_value=0 2.5439e-07 -1.91967e-08 -1.95801e-07 8.18045e-10 -1.47577e-07 4.47975e-08 4.06547e-09 -3.72283e-09 3.70821e-09 -2.91325e-09 -5.49779e-07 8.42178e-09 -2.88715e-09 1.01569e-08 -1.12222e-08 -4.84068e-07 6.93649e-09 5.79426e-07 1.19449e-07 1.02803e-06 -2.11019e-08 -3.41611e-08 -1.17167e-08 -2.27095e-08 -9.84397e-07 -5.7599e-09 -1.97812e-08 -7.36505e-07 -1.10031e-09
internal_weight=0 219 2902 198 178 146 117 2882 2850 2829 2807 57 2750 2728 2656 2636 72 2613 122 93 54 2491 2470 2449 2425 42 2383 2362 60 2302
internal_count=3121 219 2902 198 178 146 117 2882 2850 2829 2807 57 2750 2728 2656 2636 72 2613 122 93 54 2491 2470 2449 2425 42 2383 2362 60 2302
is_linear=0
shrinkage=0.1


Tree=7768
num_leaves=31
num_cat=0
split_feature=472 1429 1425 52 3 1 1429 1429 151 49 13 160 157 4 13 3 3 123 120 15 484 1 1 1 33 475 1429 12 150 147
split_gain=1.67812e-09 3.53147e-09 1.9976e-09 2.34779e-09 5.46259e-09 3.69637e-09 1.88873e-09 1.3302e-08 6.84735e-09 5.24331e-09 2.22046e-08 7.04133e-09 4.17306e-09 3.92861e-09 4.99409e-09 4.14546e-09 3.28158e-09 2.36815e-09 2.77522e-09 3.8103e-09 3.8269e-09 2.99325e-09 1.39343e-08 1.01035e-08 9.49487e-09 8.3369e-09 5.10291e-09 4.36331e-09 6.48344e-09 6.99736e-09
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.55692499999999978 -0.085784999999999986 0.10293500000000001 0.083715000000000026 0.083985000000000018 -0.54526999999999981 0.08610000000000001 -0.084869999999999987 -0.086829999999999977 -0.06482499999999998 -0.012164999999999999 -0.082574999999999982 -0.082974999999999979 -0.085709999999999995 0.11679000000000002 1.0000000180025095e-35 -0.5556049999999999 0.095680000000000015 0.10293500000000001 0.10171500000000001 0.10374500000000002 -0.0066799999999999993 0.05680000000000001 -0.060529999999999994 0.12757000000000002 0.12706500000000001 0.097985000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 -5 11 -11 -9 -12 14 -13 -16 -15 18 19 20 -10 22 24 -23 -21 26 -26 28 29 -25
right_child=1 2 -4 6 -6 -7 7 9 17 10 12 13 -14 16 15 -17 -18 -19 -20 21 -22 23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-8.3296785457302274e-07 1.240968549485961e-06 -1.1150591228670238e-06 -9.3123032367815455e-07 1.8581730535061071e-06 1.6896983844895255e-06 7.8450883458052497e-07 -2.6819397392262636e-06 -1.8360770422144993e-06 3.5458607137363952e-08 3.3845323019119992e-06 2.9552103801331842e-07 -1.6598516212980028e-06 -1.6258207543273785e-06 -1.3732998286286602e-07 -7.6383381909785196e-07 9.9333736159223907e-07 1.5177850875024099e-06 8.1832646981995706e-07 -1.0183056188166288e-06 2.1831900676261282e-06 1.9467285324026308e-06 -2.4281968308059735e-06 2.6674012696048522e-06 -7.2441523212001916e-08 1.1531061512816732e-06 -1.536374668213674e-06 -2.128839020705021e-09 -1.4857040202079351e-06 1.5629698895202676e-06 -1.8978389674502567e-06
leaf_weight=24 23 20 23 20 27 21 21 27 22 21 26 25 20 25 29 25 23 35 27 20 20 20 20 462 39 35 1953 23 23 22
leaf_count=24 23 20 23 20 27 21 21 27 22 21 26 25 20 25 29 25 23 35 27 20 20 20 20 462 39 35 1953 23 23 22
internal_value=0 6.4575e-09 -2.77925e-09 4.21989e-09 5.85226e-07 -1.4211e-07 -9.02463e-09 -2.76821e-07 1.46188e-08 -4.82805e-08 6.90184e-07 -3.6956e-07 -5.39845e-07 -5.77813e-08 -4.91317e-07 4.96714e-08 6.55746e-07 1.06828e-09 -9.58102e-09 6.61763e-10 9.45587e-07 -1.45033e-08 4.06639e-08 -2.21831e-07 1.49996e-08 -6.39349e-09 2.04887e-08 -1.38572e-07 -7.74598e-08 -1.55414e-07
internal_weight=0 3097 3074 3051 68 41 2983 242 2741 221 67 154 46 127 79 54 48 2721 2686 2659 42 2617 2067 550 2047 2027 1992 530 507 484
internal_count=3121 3097 3074 3051 68 41 2983 242 2741 221 67 154 46 127 79 54 48 2721 2686 2659 42 2617 2067 550 2047 2027 1992 530 507 484
is_linear=0
shrinkage=0.1


Tree=7769
num_leaves=31
num_cat=0
split_feature=1211 132 1204 50 13 4 133 1200 1203 402 401 131 15 131 1203 1212 1212 2 1212 0 1213 402 1213 1212 1213 1213 4 12 12 13
split_gain=1.57383e-09 3.8484e-08 4.81484e-08 5.27869e-09 4.88607e-09 5.27994e-09 6.41923e-09 2.55191e-09 4.86792e-09 2.06464e-09 3.68183e-09 1.97347e-09 4.92996e-09 4.9157e-09 2.75907e-09 2.02883e-09 8.36911e-09 1.6513e-08 7.39401e-09 4.65737e-09 3.14924e-09 2.09368e-08 1.69249e-08 1.7996e-08 9.42861e-09 4.03411e-09 3.07462e-09 2.71865e-09 9.33638e-09 1.54067e-08
threshold=0.080695000000000003 -0.083284999999999984 -0.077669999999999989 0.096900000000000014 -0.089109999999999981 -0.079329999999999984 -0.007154999999999999 0.090100000000000013 0.089745000000000019 -0.45015499999999992 -0.13200999999999999 0.11863000000000001 0.093115000000000017 0.11657500000000001 -1.0000000180025095e-35 0.091580000000000009 0.087615000000000012 0.084755000000000011 0.087210000000000024 -0.080869999999999984 -0.090764999999999985 -0.0044849999999999985 -0.085284999999999986 -0.089079999999999979 -0.063509999999999997 -0.009329999999999998 -0.085409999999999986 0.09320500000000001 0.096395000000000022 -0.078704999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 -4 -6 -7 8 9 -1 -11 13 -13 14 -12 16 18 -18 20 26 21 -16 -22 -24 -25 -26 -17 -27 29 -29
right_child=1 2 3 -5 5 6 -8 -9 -10 10 11 12 -14 -15 15 19 17 -19 -20 -21 22 -23 23 24 25 27 -28 28 -30 -31
leaf_value=-7.9790675458339548e-07 4.4203057211689159e-06 -4.8202168887812044e-06 1.0889083911739104e-06 1.6582973600520746e-06 6.4168998065842095e-07 -2.2576187810521087e-06 2.1774994365841852e-07 9.5036854611828834e-07 -1.1507413021816824e-06 1.2577475939431917e-06 9.9327858236022247e-07 1.6068181722520452e-07 -1.8530932854332607e-06 1.5608071475980977e-06 -3.4839008878861931e-06 3.6697719046376578e-07 -3.5407001172416129e-06 2.2147800073923918e-07 1.9018329533082579e-06 -3.5651423602118754e-07 2.1491666706828658e-06 3.8451285263626557e-08 -2.6518800373546233e-06 1.8514029483816962e-06 -1.2915125980725861e-06 4.7450453813523953e-08 2.0405659781664285e-06 -3.1896209463866399e-06 4.5013897431775679e-08 -4.3995236818840636e-07
leaf_weight=33 20 20 35 28 31 22 20 27 38 23 27 31 20 20 20 23 20 28 20 37 36 108 26 27 25 1757 21 24 419 135
leaf_count=33 20 20 35 28 31 22 20 27 38 23 27 31 20 20 20 23 20 28 20 37 36 108 26 27 25 1757 21 24 419 135
internal_value=0 2.90487e-07 -2.38977e-07 4.34735e-07 1.17515e-07 -3.48222e-07 -1.07887e-06 -1.73545e-08 -2.63087e-08 -1.14725e-08 -2.35679e-09 -1.26197e-08 -6.29034e-07 -1.28282e-09 -1.26311e-08 -2.25942e-08 -3.76912e-08 -1.3461e-06 -1.35081e-08 4.70387e-07 -2.8373e-08 -5.11916e-07 -3.10005e-09 -3.52101e-08 -6.70848e-09 -2.79665e-08 1.16574e-06 -1.44382e-08 -2.02567e-07 -8.54997e-07
internal_weight=0 176 156 136 108 73 42 2945 2918 2880 2847 2824 51 2773 2753 2726 2645 48 2597 81 2577 128 2449 2413 2387 2360 44 2335 578 159
internal_count=3121 176 156 136 108 73 42 2945 2918 2880 2847 2824 51 2773 2753 2726 2645 48 2597 81 2577 128 2449 2413 2387 2360 44 2335 578 159
is_linear=0
shrinkage=0.1


Tree=7770
num_leaves=31
num_cat=0
split_feature=132 1185 393 50 2 399 16 403 403 1429 156 1426 52 1428 50 50 402 13 50 3 44 0 402 1452 157 15 52 52 159 52
split_gain=1.93117e-09 1.03939e-08 3.67496e-09 2.50012e-09 1.52067e-09 3e-09 2.31178e-09 5.46551e-09 4.21255e-09 1.49123e-09 4.5524e-09 1.75032e-09 4.21741e-09 2.27512e-09 1.73306e-09 6.12706e-09 4.65938e-09 9.67274e-09 6.19648e-09 7.52164e-09 4.64271e-09 6.1802e-09 4.46369e-09 4.05331e-09 3.44887e-09 7.15455e-09 3.43698e-09 4.08572e-09 5.86037e-09 3.78952e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.10483000000000002 0.09227500000000001 0.10497000000000002 0.090310000000000015 -0.073404999999999984 -0.020569999999999995 -0.088999999999999982 -0.23752499999999996 0.32523500000000005 -0.061919999999999996 -0.53964499999999982 0.087445000000000009 0.12213000000000002 0.11941000000000002 -0.45454999999999995 -0.066634999999999986 0.11318500000000002 -0.078244999999999995 0.10049500000000001 -0.086074999999999985 -0.40883999999999993 0.11396500000000002 -0.073574999999999988 -0.076244999999999993 0.55608500000000005 0.51358000000000004 -0.43709499999999996 0.40411000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 -1 -3 11 12 -11 14 15 16 17 -13 22 -20 21 -16 -18 26 -23 -26 27 28 -24 -30
right_child=1 9 -4 -5 -6 -7 -8 -9 -10 10 -12 13 -14 -15 20 -17 18 -19 19 -21 -22 24 23 -25 25 -27 -28 -29 29 -31
leaf_value=7.8610825409798833e-07 2.2384345900913368e-06 -8.5489602213328903e-07 -1.3338746227951749e-06 -1.0189762378929487e-06 6.0415891441932356e-07 -1.0158997740935168e-06 -5.9594766874456144e-07 1.5908444608542666e-06 -1.1728499573663336e-06 -1.6493813778392258e-06 1.5150307376643469e-06 2.1542805878501291e-06 3.1070684810708334e-07 8.3627311679182719e-07 1.8469117170146394e-06 -1.7602336887989625e-06 -1.1935431970297003e-06 -2.6201868533118274e-07 1.3206351395313374e-07 -2.1468643088458825e-06 -9.6665551361432089e-07 -7.8237998600081066e-07 -1.5890270886935154e-06 1.3071693165519115e-06 -5.4477824890524903e-07 1.8011764836955991e-06 -1.2430365979360598e-06 1.3108025790131707e-06 -2.8831645682685915e-09 9.1372565510747125e-07
leaf_weight=21 21 20 29 27 35 30 31 26 23 21 20 30 23 33 30 20 31 37 28 30 22 26 23 24 26 26 22 24 2316 46
leaf_count=21 21 20 29 27 35 30 31 26 23 21 20 30 23 33 30 20 31 37 28 30 22 26 23 24 26 26 22 24 2316 46
internal_value=0 2.17639e-08 -2.84261e-07 -1.26547e-07 1.86077e-08 -1.37837e-07 1.22973e-07 4.41353e-07 -2.37893e-07 5.5894e-09 1.1611e-08 1.01607e-09 -6.2479e-07 1.08713e-08 1.00592e-09 -1.66051e-08 -3.2491e-09 8.19906e-07 -2.49281e-08 -1.04669e-06 3.57426e-07 6.27147e-07 -1.08969e-09 1.39678e-08 1.58006e-07 6.28199e-07 1.20066e-09 1.25636e-08 -5.00483e-10 1.49678e-08
internal_weight=0 2899 222 193 166 131 101 70 44 2878 2858 2838 44 2794 2761 2631 2611 67 2544 58 130 108 2486 2455 78 52 2431 2409 2385 2362
internal_count=3121 2899 222 193 166 131 101 70 44 2878 2858 2838 44 2794 2761 2631 2611 67 2544 58 130 108 2486 2455 78 52 2431 2409 2385 2362
is_linear=0
shrinkage=0.1


Tree=7771
num_leaves=31
num_cat=0
split_feature=472 1429 13 3 52 484 16 0 0 130 52 403 16 51 13 3 448 1348 0 133 11 9 9 16 4 402 132 12 16 43
split_gain=1.67838e-09 3.20893e-09 1.84257e-09 8.91462e-09 8.25709e-09 6.81427e-09 7.62092e-09 3.77985e-09 5.10744e-09 5.98721e-09 5.31911e-09 2.46465e-09 2.4193e-09 3.63243e-09 2.79855e-09 2.2596e-09 2.20381e-09 2.59749e-09 2.19288e-09 1.05805e-08 2.39132e-09 4.12182e-09 3.11276e-09 2.48991e-09 8.81136e-09 8.146e-09 8.07625e-09 4.97291e-09 6.11216e-09 4.73129e-09
threshold=-0.38234499999999999 -0.23587499999999997 0.095710000000000017 -0.24124499999999996 -0.54906499999999991 0.090535000000000018 -0.43320999999999993 -0.094654999999999975 -0.080434999999999993 -0.050984999999999996 0.088785000000000017 0.62877000000000016 0.15891500000000003 -0.21316999999999997 0.14871000000000004 -0.16726499999999997 0.030280000000000001 0.090205000000000021 0.10455500000000001 0.08653000000000001 -0.011194999999999998 0.091600000000000015 0.085555000000000006 -0.15241499999999997 -0.0024449999999999997 0.090045000000000014 0.098425000000000012 0.11734000000000001 -0.052894999999999991 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 -8 10 -10 -9 15 14 -14 -11 -5 17 18 20 -20 -17 22 23 24 -22 26 -26 29 -29 -25
right_child=1 2 4 11 5 -7 7 8 9 12 -12 -13 13 -15 -16 16 -18 -19 19 -21 21 -23 -24 27 25 -27 -28 28 -30 -31
leaf_value=-8.3303851236375221e-07 1.1832376098590944e-06 -1.7135235001689815e-06 2.1004987750281795e-06 8.7740872289592574e-07 2.0313678781101112e-06 -1.3909438099091176e-06 9.6798793440309699e-07 -6.1012937356354412e-08 1.7179978091131819e-06 -5.1817623170791195e-07 -2.1388619540051549e-06 1.0978359522795245e-06 2.028919435045654e-07 -1.6591819928635232e-06 8.5141578244622149e-07 1.0263083477856196e-06 -9.4178633914382844e-07 9.41445303429386e-07 -1.8084843554788676e-06 6.5037408879626526e-07 -2.2466691775878734e-06 -1.0544669090363281e-06 1.1528617442024825e-06 -6.0922884100064606e-08 -1.2843378194141735e-07 -1.8025406101666402e-06 1.9019394531347818e-06 -2.2607386689460764e-06 1.3974264826780806e-08 2.5540798636221282e-07
leaf_weight=24 23 31 22 28 22 28 39 28 22 25 22 20 22 20 37 22 26 28 35 35 21 38 23 1370 292 27 21 21 27 722
leaf_count=24 23 31 22 28 22 28 39 28 22 25 22 20 22 20 37 22 26 28 35 35 21 38 23 1370 292 27 21 21 27 722
internal_value=0 6.45225e-09 -2.35259e-09 -2.71972e-08 2.38909e-07 8.43614e-08 2.58659e-07 7.72657e-08 -1.2011e-07 2.19237e-07 -9.75267e-07 -8.2291e-09 -9.78081e-08 -6.8381e-07 2.99161e-07 -1.63144e-08 -2.55552e-08 -1.6673e-08 -2.67813e-08 -5.79055e-07 -1.18203e-08 -2.07348e-08 -5.17146e-09 -1.58211e-08 -2.58755e-07 -1.35972e-07 7.78934e-09 2.51598e-08 -9.81213e-07 4.82506e-08
internal_weight=0 3097 3074 2787 287 265 237 215 176 126 50 2756 104 42 62 2736 2708 2682 2654 70 2584 2562 2524 2501 361 340 313 2140 48 2092
internal_count=3121 3097 3074 2787 287 265 237 215 176 126 50 2756 104 42 62 2736 2708 2682 2654 70 2584 2562 2524 2501 361 340 313 2140 48 2092
is_linear=0
shrinkage=0.1


Tree=7772
num_leaves=31
num_cat=0
split_feature=1429 156 1425 52 3 1 475 475 484 2 15 151 3 151 13 15 12 447 475 475 97 34 34 455 4 34 376 43 9 47
split_gain=1.47908e-09 4.12183e-09 1.50959e-09 1.65516e-09 4.83261e-09 4.3854e-09 1.70405e-09 1.74224e-08 1.28114e-08 6.84341e-09 6.71488e-09 5.42438e-09 2.18568e-09 1.93838e-09 5.91423e-09 7.48686e-09 9.21624e-09 3.59705e-09 2.47159e-09 3.34038e-09 2.55214e-09 3.71278e-09 3.56213e-09 2.47572e-09 2.95148e-09 2.22973e-09 2.98469e-09 4.94472e-09 3.66573e-09 2.97348e-09
threshold=-0.23752499999999996 0.32523500000000005 0.10129000000000002 -0.55692499999999978 -0.085784999999999986 0.10325000000000002 -0.086279999999999982 -0.085684999999999997 0.085790000000000019 0.08708500000000001 -0.043924999999999992 -0.52488999999999986 -0.082689999999999986 -0.10737499999999998 -0.0095349999999999983 -0.016799999999999995 0.086915000000000006 0.094580000000000011 -0.084264999999999993 -0.083449999999999983 -0.084639999999999979 -0.08786999999999999 -0.06920999999999998 0.08729000000000002 0.0052350000000000009 -0.0011599999999999998 0.087010000000000018 -0.052894999999999991 0.091600000000000015 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -8 9 10 -5 -9 -11 14 15 16 -13 18 -15 -20 -21 -22 -23 25 -25 -24 28 -28 29 -27
right_child=1 -3 -4 6 -6 -7 7 11 -10 12 -12 13 -14 17 -16 -17 -18 -19 19 20 21 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-8.1704880378972362e-07 -1.1203241530458162e-06 1.43675006711419e-06 -7.9348767674976761e-07 -1.1774085971245024e-07 1.5330845243439667e-06 8.7841964765781695e-07 2.8767203313388264e-06 -1.3298147898181454e-06 -2.5006931517292173e-06 -1.2246057057804398e-06 2.4139894338759407e-06 -1.6677726327023785e-06 1.405550753180909e-08 -9.068956965544809e-07 1.5320307696673341e-06 1.5491256390088806e-06 9.4420226782238563e-07 -1.1054745921986373e-06 1.2621037296325778e-06 -9.8997860985806413e-07 1.0002810792709195e-06 -1.1303884321023362e-06 1.0172706879529869e-06 1.6432197878657461e-06 -7.4766402349268899e-08 -5.5881862309650158e-08 1.5260727904475858e-06 -3.1148020811828989e-07 -1.0224360406679094e-06 3.2398323731878298e-07
leaf_weight=22 23 20 24 22 27 21 21 31 23 28 20 35 29 30 33 21 22 30 21 26 37 28 21 20 20 2142 32 27 37 228
leaf_count=22 23 20 24 22 27 21 21 31 23 28 20 35 29 30 33 21 22 30 21 26 37 28 21 20 20 2142 32 27 37 228
internal_value=0 5.80201e-09 -3.49288e-09 2.7133e-09 4.79896e-07 -1.66378e-07 -8.64059e-09 6.96167e-09 -3.74654e-07 1.19274e-07 1.08784e-06 -1.42509e-08 -5.9441e-07 2.62428e-10 4.09811e-07 -6.49738e-08 -6.59642e-07 -1.65808e-08 -4.34148e-09 5.91871e-09 -4.15764e-09 5.73099e-09 -8.67149e-09 3.7575e-09 7.84227e-07 -8.79528e-09 -1.75331e-08 6.85159e-07 -3.47573e-08 -1.93379e-08
internal_weight=0 3099 3079 3055 71 44 2984 2862 122 99 42 2841 57 2810 111 78 57 2699 2669 2639 2618 2592 2555 2527 40 2487 2466 59 2407 2370
internal_count=3121 3099 3079 3055 71 44 2984 2862 122 99 42 2841 57 2810 111 78 57 2699 2669 2639 2618 2592 2555 2527 40 2487 2466 59 2407 2370
is_linear=0
shrinkage=0.1


Tree=7773
num_leaves=31
num_cat=0
split_feature=472 1429 1429 33 34 9 1 34 11 40 120 39 124 376 156 160 156 156 156 156 16 156 1374 1371 156 4 3 157 0 13
split_gain=1.78638e-09 2.94237e-09 1.85131e-09 1.61945e-09 1.65607e-09 2.53571e-09 3.61059e-09 1.91337e-09 1.86515e-09 1.89355e-09 3.73679e-09 1.7235e-09 2.83291e-09 3.49553e-09 2.71559e-09 1.13813e-08 1.98621e-08 7.14955e-09 3.45772e-09 5.57147e-09 2.25712e-08 6.54705e-09 7.12282e-09 5.60499e-09 3.8841e-09 3.38094e-09 7.50923e-09 3.97201e-09 1.09085e-08 3.04979e-09
threshold=-0.38234499999999999 -0.23587499999999997 -0.092414999999999983 -0.009184999999999997 -0.112215 0.088235000000000022 0.11866500000000001 -0.085644999999999985 -1.0000000180025095e-35 -0.24290999999999999 0.091385000000000008 0.11402500000000002 0.021010000000000004 0.088235000000000008 0.091255000000000017 -0.089744999999999978 0.094765000000000016 0.090100000000000013 0.089090000000000016 0.08759500000000002 -0.0087049999999999992 0.087205000000000019 -0.094929999999999987 0.083235000000000017 0.085835000000000009 -0.50427999999999995 -0.045649999999999989 0.083595000000000017 -0.080499999999999988 -0.16152999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 -6 -9 -10 11 12 13 14 17 -16 -17 18 19 21 -21 22 -11 24 25 26 -24 29 -29 -27
right_child=1 2 3 4 5 6 -8 8 9 10 -12 -13 -14 -15 15 16 -18 -19 -20 20 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-8.594190047025072e-07 1.133510200252599e-06 -7.9698190724041618e-07 -7.1328333448153931e-07 -8.5124532050299831e-07 9.8208107260688856e-07 1.7657867310383324e-06 5.3009182110486111e-08 -9.3839613616150287e-07 -8.9630574937315125e-07 -1.5062109439661013e-06 1.2841908868396154e-06 -5.835272671048392e-07 8.839265611592006e-07 -9.6237484030638906e-07 -1.7168167092175619e-06 2.7793155166883868e-06 1.1402013071450083e-07 -1.8065218457960245e-06 1.3136911468336622e-06 -2.9209189916303202e-06 1.4160560883711004e-06 1.8166119394891214e-06 9.8300342347716352e-08 1.4520429229176241e-06 -1.3509039826246973e-06 -5.3380563027066902e-07 -2.3067221772521407e-06 -5.3713391076826162e-07 2.4475982640363256e-06 3.9485877816117883e-08
leaf_weight=24 23 29 31 22 20 20 32 21 23 31 23 49 37 37 23 35 139 22 20 28 21 20 37 27 21 97 20 25 24 2140
leaf_count=24 23 29 31 22 20 20 32 21 23 31 23 49 37 37 23 35 139 22 20 28 21 20 37 27 21 97 20 25 24 2140
internal_value=0 6.65979e-09 -1.77142e-09 5.80201e-09 1.3198e-08 1.95542e-08 7.1177e-07 7.31098e-09 6.34469e-10 7.43669e-09 1.46641e-08 4.42959e-09 1.47042e-08 3.08101e-09 1.61659e-08 3.73797e-07 6.50143e-07 -1.16483e-08 4.07744e-09 -6.43732e-09 -1.06222e-06 1.47474e-08 -1.31731e-10 1.9395e-08 3.03229e-09 1.51674e-08 -7.45567e-07 3.41359e-08 9.24776e-07 1.4627e-08
internal_weight=0 3097 3074 3045 3014 2992 52 2940 2920 2899 2876 2853 2804 2767 2730 197 174 2533 2511 2491 49 2442 2422 2391 2364 2343 57 2286 49 2237
internal_count=3121 3097 3074 3045 3014 2992 52 2940 2920 2899 2876 2853 2804 2767 2730 197 174 2533 2511 2491 49 2442 2422 2391 2364 2343 57 2286 49 2237
is_linear=0
shrinkage=0.1


Tree=7774
num_leaves=31
num_cat=0
split_feature=1429 156 47 47 47 47 1453 51 2 47 131 1209 1210 1209 400 403 3 1208 1447 159 1446 42 1453 50 132 1211 50 4 13 0
split_gain=1.56195e-09 3.74024e-09 1.53221e-09 1.80753e-08 1.74609e-08 5.66819e-09 2.67423e-09 4.28699e-09 2.25204e-09 2.35556e-09 2.22606e-09 2.57303e-09 3.70191e-09 2.08497e-09 2.07477e-09 2.62774e-09 2.47536e-08 4.00161e-09 2.49352e-09 1.18812e-08 1.4425e-08 6.1651e-09 5.14527e-09 2.32979e-09 3.36553e-08 3.91695e-08 1.16545e-08 3.77554e-08 6.79778e-09 1.64262e-08
threshold=-0.23752499999999996 0.32523500000000005 0.094460000000000002 0.096770000000000009 0.091680000000000011 0.089785000000000018 -1.0000000180025095e-35 -0.41904999999999998 0.14445500000000003 0.13252500000000003 0.13767000000000004 0.14268500000000003 0.15724500000000002 0.11155000000000002 0.12955000000000003 -0.54856499999999986 -0.085784999999999986 0.097165000000000015 -0.086279999999999982 -0.025879999999999997 0.085345000000000018 0.084635000000000016 -0.087504999999999986 0.083090000000000011 -0.083284999999999984 0.11048500000000001 0.091320000000000012 -0.083644999999999983 -0.082574999999999982 -0.081894999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 10 -5 -8 9 -9 11 12 13 14 15 16 -2 18 19 20 21 -17 -20 -24 -25 26 27 -26 29 -28
right_child=1 -3 3 6 -6 -7 7 8 -10 -11 -12 -13 -14 -15 -16 17 -18 -19 22 -21 -22 -23 23 24 25 -27 28 -29 -30 -31
leaf_value=-8.3963619514096617e-07 1.9600331461333556e-06 1.3690523013565327e-06 -2.9761608392287932e-06 1.1111925599038842e-06 2.8270517325588366e-06 -1.6001387406690398e-06 -1.4597177501703603e-06 -2.0044895627610655e-08 -9.4079407104304255e-07 8.4955847765937706e-07 -9.9034224015006415e-07 1.1496905926833279e-06 -1.1325849210866832e-06 9.3221981751412384e-07 9.4015717214309317e-07 -2.6443573220417833e-07 -2.6461965587389259e-06 1.3050565385697155e-06 -1.3356842538118583e-06 2.4315831619029879e-06 -2.1284922875490037e-06 2.1029747209734173e-06 -3.9455823536943548e-08 4.0270033516456108e-06 -1.003685627295219e-06 -3.3433737289811916e-06 1.2103194373480619e-07 3.8216302634870831e-06 4.9641621839726532e-07 -2.5469313928283555e-06
leaf_weight=22 20 20 22 20 22 22 21 197 22 37 22 20 28 25 24 22 28 24 29 24 24 22 2007 22 31 32 100 34 148 30
leaf_count=22 20 20 22 20 22 22 21 197 22 37 22 20 28 25 24 22 28 24 29 24 24 22 2007 22 31 32 100 34 148 30
internal_value=0 5.94963e-09 -2.90456e-09 -2.10403e-07 2.1078e-08 -1.46818e-09 -5.53156e-09 -8.61615e-08 2.65131e-08 1.17456e-07 1.14813e-08 1.96625e-08 1.12105e-08 2.33142e-08 1.46447e-08 6.09165e-09 -7.26934e-07 1.98952e-08 7.6798e-09 5.18718e-07 -1.56411e-07 9.19269e-07 -1.16443e-08 4.32791e-09 2.25673e-07 2.66151e-09 3.14828e-07 1.52033e-06 3.29671e-08 -4.94652e-07
internal_weight=0 3099 3079 319 2760 2738 297 277 256 234 2716 2694 2674 2646 2621 2597 48 2549 2525 92 68 44 2433 2404 397 375 343 65 278 130
internal_count=3121 3099 3079 319 2760 2738 297 277 256 234 2716 2694 2674 2646 2621 2597 48 2549 2525 92 68 44 2433 2404 397 375 343 65 278 130
is_linear=0
shrinkage=0.1


Tree=7775
num_leaves=31
num_cat=0
split_feature=1211 1212 13 1185 1186 403 3 403 1208 12 403 472 1429 1209 403 1212 1212 1212 401 402 403 16 3 401 1212 1213 1210 16 475 1
split_gain=2.18368e-09 5.64174e-09 4.36907e-09 2.42459e-09 2.58003e-09 2.08801e-09 1.16667e-08 5.6359e-09 4.41963e-09 4.98776e-09 3.27132e-09 1.78792e-09 2.81586e-09 1.75243e-09 1.30467e-08 2.30438e-09 4.0474e-09 3.10744e-08 1.91946e-08 4.09034e-09 5.94766e-09 5.89662e-09 3.79163e-09 2.49542e-09 5.14892e-09 2.70571e-09 3.52686e-09 2.20741e-09 2.89704e-09 1.41149e-08
threshold=0.11301500000000002 0.11796000000000001 -0.06977499999999999 -0.10973499999999999 -0.107555 -0.55049499999999985 -0.085784999999999986 -0.54448499999999989 0.099975000000000008 0.095780000000000018 -0.53101999999999994 -0.38234499999999999 -0.23587499999999997 -0.077594999999999983 -0.0047449999999999992 -0.45912999999999998 -0.089544999999999986 -0.073259999999999978 0.11655000000000001 -0.45454999999999995 -0.42739999999999995 -0.07550999999999998 -0.081459999999999991 -0.099524999999999988 -0.009474999999999999 -0.24064499999999997 -0.094799999999999982 0.63636000000000015 0.055635000000000011 0.10205500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 -6 -7 10 -10 -9 -12 -13 14 -14 -15 18 -18 22 21 -21 -19 -17 -22 -25 -26 -27 28 -28 -30
right_child=1 2 -4 4 5 7 -8 8 9 -11 11 12 13 15 -16 16 17 19 -20 20 23 -23 -24 24 25 26 27 -29 29 -31
leaf_value=-1.1098168306489242e-06 1.8339437464538091e-06 -1.1902961153964498e-06 8.1094898674768018e-07 1.0994222775263465e-06 2.4988194769548501e-06 -1.696664063501885e-06 -6.1923339463495119e-07 -1.3015533340876574e-06 2.1491155098374294e-06 -3.286661932510139e-08 -8.7770418618996855e-07 1.0910408011865083e-06 1.8558013300307154e-06 -9.3368565379543212e-07 -1.2285534789195178e-06 -1.1650838860077786e-06 -3.96942882247231e-06 -2.6065454014976485e-07 3.3583238820256157e-06 -1.5963339672945648e-06 -1.0752926651879205e-06 2.005886644222225e-06 4.7855110452132976e-07 1.5537101684718176e-06 -1.0537897596805124e-06 1.1735269963537575e-06 -2.6249364366923704e-08 -7.8680498232470944e-07 -3.9765995790644191e-07 2.7775721518775666e-06
leaf_weight=20 23 20 24 21 20 20 30 20 20 22 24 23 32 28 24 25 20 22 20 24 22 24 32 21 25 25 2390 37 42 21
leaf_count=20 23 20 24 21 20 20 30 20 20 22 24 23 32 28 24 25 20 22 20 24 22 24 32 21 25 25 2390 37 42 21
internal_value=0 5.6474e-07 -9.87079e-08 -1.23851e-08 -5.15093e-09 -1.28496e-08 6.27988e-07 -2.36636e-08 -1.22942e-08 1.00617e-06 -2.70393e-08 -1.81916e-08 -1.09714e-08 -1.9915e-08 5.33935e-07 -3.10797e-08 -2.18895e-08 -4.24801e-08 6.92896e-07 -1.28763e-08 -2.937e-08 9.21889e-07 -2.42341e-07 -1.48105e-08 -5.70056e-09 -1.85933e-08 -8.3031e-09 -2.01689e-08 -8.60525e-09 6.60751e-07
internal_weight=0 67 44 3054 3034 3013 50 2963 2943 42 2901 2881 2857 2834 56 2778 2750 2673 77 2653 2607 46 57 2583 2561 2540 2515 2490 2453 63
internal_count=3121 67 44 3054 3034 3013 50 2963 2943 42 2901 2881 2857 2834 56 2778 2750 2673 77 2653 2607 46 57 2583 2561 2540 2515 2490 2453 63
is_linear=0
shrinkage=0.1


Tree=7776
num_leaves=31
num_cat=0
split_feature=132 394 1203 50 1429 1426 1426 47 2 47 3 474 0 2 160 48 48 0 3 51 13 48 15 130 10 0 39 97 34 2
split_gain=1.82022e-09 7.8935e-09 4.95234e-09 1.82664e-09 1.7085e-09 3.52303e-09 2.47404e-09 2.05893e-09 1.91738e-08 8.35529e-09 2.44165e-09 6.29951e-09 1.07791e-08 7.3574e-09 5.39475e-09 1.27601e-08 4.26071e-09 1.13783e-08 8.81152e-09 5.39172e-09 4.82178e-09 4.67952e-09 3.2663e-09 5.58763e-09 4.29385e-09 6.12558e-09 5.95646e-09 5.35315e-09 7.37536e-09 5.69176e-09
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.087730000000000016 -0.23752499999999996 -0.089244999999999977 -0.061919999999999996 0.092165000000000011 -1.0000000180025095e-35 0.089785000000000018 0.048265000000000009 0.091650000000000009 0.047850000000000011 0.097070000000000004 0.086325000000000013 0.087555000000000008 -0.072824999999999987 -0.23194499999999998 0.11658 0.090230000000000019 -0.41572999999999993 0.092065000000000022 -0.56020999999999987 -0.22562499999999999 -0.0093599999999999985 -0.084804999999999978 0.087880000000000014 -0.079444999999999988 -0.05547499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -6 -7 9 -9 10 22 12 14 -14 16 -16 18 -18 -12 20 -19 -21 -8 -24 25 -25 -27 -26 -29 -30
right_child=1 -3 -4 -5 5 6 7 8 -10 -11 11 -13 13 -15 15 -17 17 19 -20 21 -22 -23 23 24 27 26 -28 28 29 -31
leaf_value=-5.0972492320359905e-09 -9.1462700538613725e-07 1.9078204213036029e-06 -1.7790388665162026e-06 -8.9088352263354842e-07 1.2734341949412324e-06 -9.3225979428877641e-07 1.2279293996254552e-06 -3.2256403790142942e-06 -2.3665281124864006e-08 2.078151873092793e-06 -2.0246045473015786e-06 -1.1587590646757106e-06 3.4804551106049077e-07 2.8785911610982485e-06 -2.5213542792935981e-06 5.4695798877274326e-07 2.8631355075958711e-06 -1.0783955718681802e-06 8.4538744332625683e-07 2.0096114405581441e-06 4.167367762875074e-07 6.8589815782615921e-09 -1.6107844919071628e-06 2.1292682634762886e-06 -1.5219507730535044e-06 -8.4782672204177102e-07 1.1620090276664996e-06 1.8911701562274177e-06 -1.1506357415985097e-06 -1.2998235794374903e-08
leaf_weight=169 20 22 20 27 22 28 21 20 288 20 20 28 20 27 23 33 20 34 23 28 59 20 22 22 24 29 30 20 45 1937
leaf_count=169 20 22 20 27 22 28 21 20 288 20 20 28 20 27 23 33 20 34 23 28 59 20 22 22 24 29 30 20 45 1937
internal_value=0 2.08166e-08 -2.80074e-07 -1.27119e-07 6.41698e-09 1.28511e-08 3.08945e-09 1.23997e-08 -2.31586e-07 4.23987e-08 2.60144e-08 2.77131e-07 4.08092e-07 1.80176e-06 1.56159e-07 -7.13242e-07 3.94818e-07 6.31e-07 -4.89493e-07 3.14385e-07 -1.29871e-07 1.17513e-06 -1.31131e-08 -2.53545e-08 -8.80038e-09 7.05151e-07 1.74124e-07 -3.73443e-08 -1.95468e-08 -3.88275e-08
internal_weight=0 2905 216 196 2883 2863 2841 2813 308 2505 2485 335 307 47 260 56 204 161 43 141 93 48 2150 2129 2107 81 59 2026 2002 1982
internal_count=3121 2905 216 196 2883 2863 2841 2813 308 2505 2485 335 307 47 260 56 204 161 43 141 93 48 2150 2129 2107 81 59 2026 2002 1982
is_linear=0
shrinkage=0.1


Tree=7777
num_leaves=31
num_cat=0
split_feature=1211 1211 3 1211 1211 1212 1186 1213 1213 43 402 133 2 133 133 403 1208 402 130 40 42 483 158 0 158 158 403 1210 1210 403
split_gain=1.75786e-09 5.07132e-09 4.15806e-09 2.3511e-09 2.07529e-09 5.69932e-09 2.52931e-09 2.10063e-09 2.66435e-09 8.89093e-09 2.49437e-09 3.60341e-09 5.99957e-09 3.09799e-09 2.82029e-09 7.76961e-09 6.30019e-09 4.88651e-09 3.09584e-09 3.40748e-09 4.94521e-09 2.23883e-09 2.64781e-09 4.5861e-09 4.53474e-09 3.82999e-09 1.9459e-09 1.17936e-08 7.72343e-09 5.67743e-09
threshold=0.11301500000000002 0.11986000000000001 -0.077354999999999993 0.10406000000000001 0.087635000000000005 0.092360000000000012 -0.095479999999999982 0.23509000000000002 0.10675500000000002 -0.025214999999999998 -0.45015499999999992 0.50628500000000021 0.087955000000000019 0.41553500000000004 0.40945500000000007 -0.54856499999999986 0.099975000000000008 0.15960500000000002 -0.23123999999999997 -0.24290999999999999 0.15021500000000002 -0.47181499999999993 0.12212000000000002 -0.070889999999999995 0.11651000000000002 0.11054500000000002 0.0033700000000000002 -0.064344999999999999 -0.087769999999999973 0.08332500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 -1 8 10 -10 -8 13 -13 14 15 -12 17 18 -17 -20 21 -21 24 -24 25 26 28 -28 -23 -29
right_child=1 2 -4 -5 5 -7 7 -9 9 -11 11 12 -14 -15 -16 16 -18 -19 19 20 -22 22 23 -25 -26 -27 27 29 -30 -31
leaf_value=-9.2660167439362339e-07 1.5656384549503047e-06 -1.2276517952614086e-06 8.1148054050572686e-07 -8.6376142451882751e-07 1.4858677053369672e-06 -6.4777956855063427e-07 -9.6528070672421676e-07 -1.0002939255909519e-06 -8.2665131230896813e-07 1.9778195632642775e-06 -1.7030285747481418e-06 -2.493763953940028e-07 2.1706897973672315e-06 -1.1951723474174453e-06 9.0136150926913581e-07 1.2393472002258931e-06 1.6147741492981521e-06 -1.463990231612748e-06 -1.3098330668981362e-06 8.4671562291305239e-07 1.4933884286123927e-06 -1.9980456886514733e-06 2.2966260289081221e-07 -1.8121956176483682e-06 1.305044841396571e-06 -1.185444088897774e-06 2.5153567489290993e-06 -1.0446180590406585e-06 -2.3878045773645157e-08 2.4376387560378481e-07
leaf_weight=30 27 20 20 32 31 21 27 21 20 26 27 21 20 22 34 20 24 23 20 30 22 20 22 22 26 28 21 40 2168 236
leaf_count=30 27 20 20 32 31 21 27 21 20 26 27 21 20 22 34 20 24 23 20 30 22 20 22 22 26 28 21 40 2168 236
internal_value=0 5.06699e-07 -2.08086e-07 -1.11071e-08 -2.07834e-09 6.24202e-07 -1.30435e-08 -3.7215e-09 3.44808e-09 7.58484e-07 -8.64091e-09 4.34734e-10 9.31144e-07 -1.31692e-08 -3.82531e-09 -1.50208e-08 1.72286e-09 -1.2626e-08 -1.4698e-10 -9.48404e-09 3.85786e-10 -1.21845e-08 -2.21601e-08 -7.91267e-07 -8.83172e-09 -2.24254e-08 -9.32091e-09 2.30862e-07 -4.19235e-08 5.70419e-08
internal_weight=0 67 40 3054 3022 52 2970 2940 2919 46 2873 2846 41 2805 2783 2749 2722 2698 2675 2655 2635 2613 2583 44 2539 2513 2485 297 2188 276
internal_count=3121 67 40 3054 3022 52 2970 2940 2919 46 2873 2846 41 2805 2783 2749 2722 2698 2675 2655 2635 2613 2583 44 2539 2513 2485 297 2188 276
is_linear=0
shrinkage=0.1


Tree=7778
num_leaves=31
num_cat=0
split_feature=142 11 147 147 34 13 34 133 9 4 2 39 147 40 15 4 124 4 472 1429 11 1425 374 1 1 160 1447 151 151 480
split_gain=1.731e-09 3.08589e-09 2.50962e-09 3.53735e-09 2.11314e-09 4.42293e-09 3.42246e-09 7.13256e-09 5.49268e-09 8.99545e-09 5.92486e-09 1.45657e-08 2.06624e-09 1.81671e-09 2.5982e-09 3.04785e-09 7.67208e-09 4.7083e-09 1.68353e-09 2.61402e-09 3.75571e-09 3.40483e-09 1.87678e-09 2.22822e-09 3.69535e-08 9.3433e-09 7.42839e-09 5.7937e-09 1.08311e-08 4.70291e-09
threshold=-0.057499999999999989 -0.014494999999999999 0.099230000000000013 0.093875000000000014 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.086990000000000012 0.091600000000000015 0.50194500000000009 -1.0000000180025095e-35 0.085530000000000009 0.090425000000000019 -0.24134999999999998 -0.5556049999999999 0.50996500000000011 -1.0000000180025095e-35 0.50500500000000004 -0.38234499999999999 -0.23587499999999997 0.097680000000000017 0.089980000000000018 0.085145000000000012 0.092390000000000014 0.093100000000000002 -0.43215499999999996 0.059120000000000013 0.056735000000000001 0.10424500000000002 0.10344000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -6 10 -10 11 -8 13 -12 -15 17 -17 18 -16 -20 21 22 23 26 -25 -26 29 -27 -29 -21
right_child=1 2 -4 -5 6 -7 8 -9 9 -11 12 -13 -14 14 15 16 -18 -19 19 20 -22 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=8.4599283975232238e-07 -1.1866889386944672e-06 3.8675596265782338e-07 8.0951571079206015e-07 -1.2174530515570345e-06 2.2359498582805567e-06 -1.5397816119170436e-06 2.9123937130624774e-06 -1.8395877115859424e-07 -2.5968013584956463e-06 3.6652032918027546e-07 -9.1643707740083542e-07 -6.867309263146705e-07 9.6163277538091116e-07 1.0107335656925898e-06 -8.4563679412970802e-07 7.8113073641361564e-07 -1.7009871440669273e-06 1.3153139068183213e-06 1.0571324839040006e-06 3.0507731998444945e-08 -1.0903473248724538e-06 1.2109618914426235e-06 9.3034764285264479e-07 -3.8764002784301532e-06 1.5880358355790285e-06 -2.2526282301704727e-07 1.4542573802363753e-06 2.6010553667566415e-06 -6.5059737210049205e-07 -9.2450792424359582e-07
leaf_weight=24 22 22 38 24 21 26 23 29 21 20 22 22 22 25 24 20 33 27 23 1903 32 23 21 26 34 464 36 21 20 53
leaf_count=24 22 22 38 24 21 26 23 29 21 20 22 22 22 25 24 20 33 27 23 1903 32 23 21 26 34 464 36 21 20 53
internal_value=0 -6.55685e-09 1.88637e-09 -8.21897e-09 1.41317e-09 -6.56785e-07 1.20687e-08 8.32403e-07 -2.00226e-09 -1.15128e-06 1.43931e-08 1.15282e-06 -3.71549e-09 -1.12815e-08 -4.13122e-09 -1.33238e-08 -7.64339e-07 1.38019e-09 -1.18572e-08 -4.32304e-09 -1.35952e-08 -3.4792e-10 -1.11548e-08 -1.88871e-08 -1.94168e-07 -1.65464e-08 3.08286e-08 -1.24578e-07 1.01488e-06 4.63052e-09
internal_weight=0 3097 3075 3037 3013 48 2965 50 2915 41 2874 45 2829 2807 2785 2760 53 2707 2680 2656 2633 2601 2578 2557 565 539 1992 505 41 1956
internal_count=3121 3097 3075 3037 3013 48 2965 50 2915 41 2874 45 2829 2807 2785 2760 53 2707 2680 2656 2633 2601 2578 2557 565 539 1992 505 41 1956
is_linear=0
shrinkage=0.1


Tree=7779
num_leaves=31
num_cat=0
split_feature=1429 156 1425 1426 1429 3 51 3 156 160 156 156 156 16 157 2 2 2 1375 3 156 4 4 0 51 157 160 160 4 2
split_gain=1.65587e-09 3.54042e-09 1.82862e-09 1.60468e-09 1.65818e-09 9.33468e-09 4.93393e-09 6.14775e-09 3.17609e-09 9.40274e-09 5.00824e-09 3.24595e-09 3.50932e-09 2.11457e-08 2.91787e-09 3.37796e-09 4.81119e-09 4.09545e-09 2.86819e-09 1.7424e-08 4.95479e-09 2.43237e-09 2.05281e-09 6.42968e-09 1.64265e-08 3.18326e-09 2.30558e-09 1.052e-08 9.63005e-09 7.8801e-09
threshold=-0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 -0.026244999999999997 -0.072624999999999981 -0.085734999999999992 -0.082154999999999992 0.092190000000000008 -0.087874999999999995 0.090170000000000014 0.089090000000000016 0.087515000000000009 -0.0087049999999999992 -0.075754999999999989 0.098035000000000011 0.08708500000000001 0.12437500000000001 -0.15308499999999997 0.090900000000000009 0.086340000000000014 0.50996500000000011 -0.50427999999999995 0.16094000000000003 0.086310000000000012 0.084490000000000023 0.08325500000000001 0.066685000000000008 -0.10429499999999998 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 10 -10 11 12 18 -14 21 16 -16 -17 19 -6 22 -11 23 24 -20 26 27 -24 -28 -30
right_child=1 -3 -4 -5 8 -7 -8 -9 9 14 -12 -13 13 -15 15 17 -18 -19 20 -21 -22 -23 25 -25 -26 -27 28 -29 29 -31
leaf_value=-8.6450026799411721e-07 2.1059216220464804e-06 1.3323308724011441e-06 -8.7195100822630902e-07 8.9715295416681338e-07 2.6237907405857187e-06 -2.1586428448719505e-06 -9.7192675698549809e-07 -3.7354395900024433e-07 2.3643527405490453e-06 1.4529758550452244e-06 -1.2575956763072328e-06 1.2391867579979243e-06 -2.88289355012239e-06 1.2727043089929188e-06 2.1659663140383146e-07 1.1595845222700519e-06 -1.9768447975820891e-06 -6.4132979117482101e-07 -3.030270555370862e-06 -1.3727028630228234e-06 -1.4371657402515817e-06 1.1250813775570185e-08 2.2610987522361664e-08 9.5233351201175405e-07 5.6532070023725587e-07 9.1762814097597965e-07 -2.3626557185707502e-06 2.172742310706425e-06 -3.0429468482048204e-07 1.0957321024154632e-06
leaf_weight=22 20 20 24 20 24 23 23 20 22 25 32 21 25 24 20 28 20 23 24 20 24 22 2140 21 27 39 20 23 278 47
leaf_count=22 20 20 24 20 24 23 23 20 22 25 32 21 25 24 20 28 20 23 24 20 24 22 2140 21 27 39 20 23 278 47
internal_value=0 6.13804e-09 -2.4764e-09 4.35417e-09 -1.52918e-09 -4.34367e-07 1.95131e-07 8.66189e-07 1.10934e-08 4.44378e-07 -1.37634e-08 6.73578e-10 -8.83255e-09 -8.47499e-07 1.38295e-07 -1.92167e-07 -8.80124e-07 3.47407e-07 6.46132e-09 8.07203e-07 -6.86922e-09 7.78126e-07 6.23773e-09 -5.20331e-07 -1.12672e-06 2.11231e-08 7.1822e-09 4.54741e-08 -2.32892e-07 -1.01829e-07
internal_weight=0 3099 3079 3055 3035 86 63 40 2949 160 2789 2757 2736 49 138 91 40 51 2687 44 2643 47 2619 72 51 2547 2508 2163 345 325
internal_count=3121 3099 3079 3055 3035 86 63 40 2949 160 2789 2757 2736 49 138 91 40 51 2687 44 2643 47 2619 72 51 2547 2508 2163 345 325
is_linear=0
shrinkage=0.1


Tree=7780
num_leaves=31
num_cat=0
split_feature=1420 157 1428 11 12 155 3 142 11 10 0 15 52 34 40 9 2 0 0 2 147 150 12 448 150 154 4 51 4 1213
split_gain=1.78824e-09 4.36909e-09 1.75213e-09 2.41227e-09 1.08879e-08 5.14102e-09 5.0872e-09 1.94166e-09 2.53519e-09 2.42346e-09 2.65702e-08 4.20063e-08 1.39196e-08 2.20047e-09 1.2005e-08 6.32226e-09 8.60341e-09 2.97134e-09 1.1293e-08 3.72167e-09 3.06903e-09 2.9834e-09 1.25785e-08 3.96814e-09 2.97526e-09 2.49345e-09 2.44958e-09 1.03132e-08 1.15335e-08 1.08782e-08
threshold=0.056520000000000008 0.63397500000000007 -0.020064999999999996 0.090070000000000025 0.10149500000000002 0.13782500000000003 -0.14847999999999997 -0.057499999999999989 -0.014494999999999999 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.049749999999999996 -0.057544999999999992 -0.076644999999999977 0.088235000000000022 -1.0000000180025095e-35 0.11070500000000001 0.056435000000000006 0.10188000000000001 0.099730000000000027 0.12640500000000002 0.087925000000000017 1.0000000180025095e-35 0.11740500000000002 0.084190000000000001 -0.086849999999999997 -0.14283999999999999 -0.08835999999999998 -0.081649999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 -6 -4 -9 10 -10 -12 -13 14 -11 16 -15 18 20 -19 21 23 -23 24 25 26 27 -18 -29 -30
right_child=-2 -3 3 4 6 -7 -8 8 9 13 11 12 -14 15 -16 -17 17 19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-6.7787734215136497e-07 -8.7850002787688379e-07 1.4797665467369826e-06 9.832885439209349e-07 2.0204682007187653e-06 -1.1291938065483011e-06 -1.607387249578096e-06 9.0387113885981304e-07 -1.0748139438667501e-06 -3.4672474536927951e-06 -4.3940763382521166e-07 3.7838159955754236e-06 5.7225825354207168e-08 -3.2674996086257125e-06 1.8327391689336554e-06 2.4820639655102768e-06 -1.4879691964405798e-06 2.2299900941789019e-06 1.4651947022655571e-06 -2.2688315167132798e-06 2.0670205729055897e-08 1.067009876536489e-06 -2.6335008604811655e-06 5.8009463828057055e-07 1.2640658860618715e-06 -1.1598841643428222e-06 -1.076767717850522e-06 -1.990141457737267e-08 -2.0572510136430579e-07 -5.4286697377392566e-08 2.8405755554356599e-06
leaf_weight=38 23 20 20 31 32 20 20 22 23 39 25 34 20 26 22 28 25 31 22 42 27 21 29 25 22 21 2139 222 25 27
leaf_count=38 23 20 20 31 32 20 20 22 23 39 25 34 20 26 22 28 25 31 22 42 27 21 29 25 22 21 2139 222 25 27
internal_value=0 6.52367e-09 -3.04906e-09 5.38629e-09 5.37081e-07 -9.53785e-09 -3.47246e-07 1.34298e-09 -5.38959e-09 2.73729e-09 -4.76035e-07 3.94824e-07 -1.17415e-06 2.0222e-08 6.14238e-07 6.95885e-09 2.24389e-08 4.86314e-09 -1.27699e-08 6.34098e-07 6.44545e-09 -4.7577e-09 -7.69615e-07 1.05028e-08 -2.1288e-09 8.22932e-09 1.75751e-08 2.85676e-07 1.08275e-07 1.44881e-06
internal_weight=0 3098 3078 3040 83 2957 52 2937 2917 2895 102 79 54 2793 61 2732 2704 2678 2605 73 2583 2556 50 2506 2481 2459 2438 299 274 52
internal_count=3121 3098 3078 3040 83 2957 52 2937 2917 2895 102 79 54 2793 61 2732 2704 2678 2605 73 2583 2556 50 2506 2481 2459 2438 299 274 52
is_linear=0
shrinkage=0.1


Tree=7781
num_leaves=31
num_cat=0
split_feature=9 9 41 41 12 34 10 40 120 15 376 12 42 159 0 12 45 3 3 47 47 1 2 2 1 1 156 160 4 151
split_gain=1.99662e-09 5.01485e-09 2.52472e-09 4.73598e-09 2.23235e-09 2.10932e-09 4.56388e-09 1.69541e-09 2.63281e-09 1.68752e-09 1.9085e-09 2.29022e-09 4.30644e-09 4.49593e-09 4.66318e-09 4.10499e-09 2.59498e-09 2.40773e-09 1.02303e-08 7.6e-09 1.52616e-08 1.0657e-08 5.58968e-09 2.67736e-08 1.08148e-08 8.2959e-09 5.90044e-09 8.02756e-09 1.00342e-08 1.94249e-08
threshold=0.092410000000000006 0.088235000000000022 0.086565000000000017 0.090905000000000014 -0.010834999999999999 -0.097449999999999981 1.0000000180025095e-35 -0.24290999999999999 0.091385000000000008 -0.56020999999999987 -0.083489999999999981 -0.094384999999999983 0.086325000000000013 0.03981500000000001 -0.094654999999999975 -0.092484999999999984 0.094030000000000016 -0.013929999999999998 -0.0096849999999999974 0.092165000000000011 0.07813500000000001 0.111945 0.10644500000000001 0.11215000000000001 0.09697500000000002 0.11249000000000002 0.092385000000000009 -0.087429999999999994 1.0000000180025095e-35 -0.0083949999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -2 -1 7 -7 9 -9 -11 12 13 14 -12 -13 17 -17 -19 20 22 -21 24 -24 26 -25 27 -20 -29 -30
right_child=4 -3 3 -5 -6 6 -8 8 -10 10 11 15 -14 -15 -16 16 -18 18 19 21 -22 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=9.3895144484280453e-07 1.349749087639991e-06 -1.450366032903124e-06 1.8805452679515611e-06 1.3287223596818508e-07 4.0283464954882218e-08 -9.2865141141373899e-07 -1.3957843862044684e-06 -8.8576288962113647e-07 1.0608780531539277e-06 -8.4330722316394713e-07 2.4293585255833844e-06 -1.4084687942088405e-06 -6.6081489762837015e-07 -1.4181311241502823e-07 4.1376401882912851e-07 -3.511523066702277e-08 -9.4575506417296038e-07 2.2774375457115442e-06 2.2173929033897367e-06 -2.8340201259879906e-06 2.7604626290627973e-06 1.8833087470479119e-07 3.6033762536173221e-06 -1.3524229266132742e-06 -1.8028413558420506e-06 4.8997828095221893e-07 -1.4658754710694667e-06 -8.3918585902976802e-07 -1.018300480382095e-06 3.336281619546017e-06
leaf_weight=23 23 24 20 69 30 20 24 22 23 27 24 21 25 28 22 2258 29 23 20 20 23 28 24 35 37 81 20 57 20 21
leaf_count=23 23 24 20 69 30 20 24 22 23 27 24 21 25 28 22 2258 29 23 20 20 23 28 24 35 37 81 20 57 20 21
internal_value=0 -1.05129e-08 8.39402e-10 5.25608e-07 6.08542e-07 -1.49658e-08 -2.24488e-08 -1.11145e-08 -4.76038e-09 -1.33152e-08 -6.56398e-09 1.45877e-09 4.73902e-07 8.57252e-07 1.46538e-06 -1.57557e-08 -4.90746e-09 5.32297e-09 2.28574e-07 1.06491e-07 2.73706e-07 -1.07098e-06 9.21333e-08 5.63103e-07 -2.84643e-07 -6.59186e-08 1.22411e-07 3.91612e-07 1.90032e-08 1.2121e-06
internal_weight=0 3068 3044 89 53 2955 2932 2908 2888 2865 2843 2816 99 74 46 2717 2696 2667 409 386 338 48 315 140 175 116 138 118 98 41
internal_count=3121 3068 3044 89 53 2955 2932 2908 2888 2865 2843 2816 99 74 46 2717 2696 2667 409 386 338 48 315 140 175 116 138 118 98 41
is_linear=0
shrinkage=0.1


Tree=7782
num_leaves=31
num_cat=0
split_feature=120 1 120 4 9 33 9 45 16 51 402 133 13 16 15 16 13 0 150 3 12 14 4 133 133 40 47 52 151 12
split_gain=1.81022e-09 3.99959e-09 9.48407e-09 4.03888e-09 3.73133e-09 4.37709e-09 3.38308e-09 1.75252e-09 2.05974e-09 6.89072e-09 6.27232e-09 5.34659e-09 4.98627e-09 6.7162e-09 9.58831e-09 7.81209e-09 4.77327e-09 4.96806e-09 4.73536e-09 5.09657e-09 5.48254e-09 1.10262e-08 7.1072e-09 5.8047e-09 4.91884e-09 4.84551e-09 4.45421e-09 6.1561e-09 3.9561e-09 7.85125e-09
threshold=0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.63113500000000011 0.092890000000000014 -0.009184999999999997 0.085555000000000006 0.10041000000000001 -0.15241499999999997 0.081440000000000026 0.095140000000000016 -0.054584999999999995 -0.097224999999999992 -0.087484999999999993 0.084510000000000016 -0.069144999999999984 -0.093219999999999983 -0.08824499999999999 0.12068000000000002 -0.16726499999999997 0.089085000000000011 0.023790000000000002 0.19806500000000002 0.091250000000000012 0.08784500000000002 -0.07632499999999999 0.099265000000000006 1.0000000180025095e-35 0.099460000000000007 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 10 11 -7 13 14 -10 -15 17 -14 19 -13 21 23 -22 24 25 -21 27 -27 -18 -30
right_child=-2 -3 -4 -5 -6 6 -8 -9 12 -11 -12 18 16 15 -16 -17 28 -19 -20 20 22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-1.2790293229211668e-06 -8.3092729316656645e-07 1.2928916556613028e-06 -2.1735905960440504e-06 1.3313071833734917e-06 9.7294581783339371e-07 1.0321703517749112e-06 1.2354558355747776e-06 7.5116036687935172e-07 2.7869101460156448e-06 -1.6584204419608973e-06 -1.6382638840468645e-06 1.1787293332913993e-06 -2.1120297333254712e-06 -1.6566034048537404e-06 -1.0192715080847848e-07 5.0661649983776627e-07 -1.9878009053418947e-08 -1.0391727706909088e-07 9.860930648838719e-07 7.3103689020273231e-07 1.652319743838094e-06 -2.855240769252175e-06 -4.1615347532055955e-07 -1.8897684491963923e-06 1.1611478439392712e-06 -2.0503490442311694e-06 3.2900279393288658e-07 -2.9836951512152151e-08 1.8338821734076305e-06 -6.9181388965944286e-07
leaf_weight=27 26 24 20 23 39 44 22 30 27 31 25 22 22 20 20 101 2231 28 33 27 26 21 46 23 23 38 25 25 32 20
leaf_count=27 26 24 20 23 39 44 22 30 27 31 25 22 22 20 20 101 2231 28 33 27 26 21 46 23 23 38 25 25 32 20
internal_value=0 6.97815e-09 -3.07132e-09 1.11569e-08 1.12937e-09 -1.15507e-08 2.91267e-12 -9.24197e-09 -1.70812e-08 -2.25125e-07 -1.0758e-07 8.25535e-10 1.69412e-08 5.4312e-07 1.55762e-06 1.49059e-07 -2.09491e-08 -9.87487e-07 -1.46033e-07 -2.81395e-07 -4.07863e-07 -7.00079e-07 3.30795e-07 -4.18971e-07 -1.73839e-07 -4.40836e-07 -8.00388e-07 -1.24856e-06 2.1906e-10 8.62461e-07
internal_weight=0 3095 3071 3051 3028 2989 2962 2940 2910 409 378 353 2501 168 47 121 2333 50 309 276 254 182 72 161 138 115 88 63 2283 52
internal_count=3121 3095 3071 3051 3028 2989 2962 2940 2910 409 378 353 2501 168 47 121 2333 50 309 276 254 182 72 161 138 115 88 63 2283 52
is_linear=0
shrinkage=0.1


Tree=7783
num_leaves=31
num_cat=0
split_feature=156 472 1429 1429 1456 159 154 1428 15 471 159 481 2 481 1455 1455 1453 0 160 1456 484 1446 480 160 2 42 0 0 50 1211
split_gain=1.65414e-09 1.68891e-09 1.74775e-09 2.64e-09 2.56921e-09 3.60043e-09 2.04034e-09 2.84048e-09 8.88218e-09 3.38105e-09 2.02474e-09 2.22892e-09 1.82133e-08 7.86781e-09 3.38776e-09 1.21552e-08 1.12142e-08 1.2801e-08 1.01657e-08 5.25466e-09 1.44201e-08 2.92982e-09 6.13425e-09 2.53912e-09 1.24775e-08 1.25267e-08 8.30242e-09 7.23266e-09 5.46363e-09 8.19602e-09
threshold=0.3248100000000001 -0.097514999999999977 0.12387000000000002 0.11475 0.11253500000000001 0.097495000000000012 0.085530000000000009 -0.020064999999999996 -0.072289999999999979 0.093375000000000014 0.14765500000000001 -0.087424999999999989 0.086330000000000004 -0.085629999999999984 0.087930000000000022 0.090900000000000022 -0.077764999999999987 -0.067624999999999977 -0.069549999999999987 -0.11085999999999999 0.10948000000000001 -0.088809999999999986 0.11191000000000002 -0.40698999999999991 0.095040000000000013 0.088200000000000014 -0.080499999999999988 -0.087084999999999982 0.096900000000000014 0.11048500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 8 -3 10 11 12 -9 -13 19 -16 -17 18 -18 20 -15 -21 23 24 25 27 -26 -23 -25 -30
right_child=-2 2 -4 -5 5 -7 -8 9 -10 -11 -12 13 -14 14 15 16 17 -19 -20 21 -22 22 -24 28 26 -27 -28 -29 29 -31
leaf_value=9.2224275874741587e-07 -8.4492249678315494e-07 5.7343525490048048e-07 -8.8779824781423413e-07 1.1518591281856062e-06 -1.6623206460311931e-06 1.6826776832853545e-07 1.0168500284635231e-06 -2.158697510269901e-06 -2.338341237191344e-06 1.1504075211213115e-06 7.960134254858531e-07 1.5941500105180886e-06 1.115899104578685e-06 2.8407906911868493e-06 -2.4872811791283313e-06 1.9743625660918375e-06 -4.9506573332385444e-08 1.5251807977537366e-06 -2.571369934905247e-06 -1.1536252734665389e-06 -3.2369517523673294e-07 1.0845522917241562e-06 1.5640924330000419e-06 -3.3302131681571581e-08 2.3598738485475226e-06 -2.8421213695158564e-06 -3.7365422804214179e-07 -1.5429761879204309e-06 2.8732933967892444e-07 2.3326509583718939e-06
leaf_weight=20 23 22 22 20 22 21 20 35 20 26 32 31 33 24 25 22 33 22 31 22 36 22 25 2216 20 30 25 20 179 22
leaf_count=20 23 22 22 20 22 21 20 35 20 26 32 31 33 24 25 22 33 22 31 22 36 22 25 2216 20 30 25 20 179 22
internal_value=0 6.27077e-09 3.1903e-10 6.71254e-09 -8.3124e-10 -7.68312e-07 1.01951e-08 3.42307e-09 -8.13125e-07 1.51239e-08 4.96297e-09 -3.84789e-09 -5.69555e-07 9.86622e-09 -7.83846e-09 -5.00288e-07 -4.03355e-08 -5.55723e-07 -1.27103e-06 1.69611e-08 9.42099e-07 -4.54537e-09 5.3334e-09 -1.0045e-08 -4.65016e-07 -1.28143e-06 8.41247e-07 -1.66652e-07 1.19788e-08 5.11195e-07
internal_weight=0 3098 3078 3056 3036 43 2993 2973 42 2931 2905 2873 68 2805 2774 133 108 86 64 2641 60 2581 2559 2534 117 72 45 42 2417 201
internal_count=3121 3098 3078 3056 3036 43 2993 2973 42 2931 2905 2873 68 2805 2774 133 108 86 64 2641 60 2581 2559 2534 117 72 45 42 2417 201
is_linear=0
shrinkage=0.1


Tree=7784
num_leaves=31
num_cat=0
split_feature=132 1185 394 50 1348 448 457 2 15 448 2 2 3 0 2 1456 483 482 12 2 51 13 3 156 43 42 52 4 15 16
split_gain=1.58997e-09 8.19042e-09 3.43701e-09 2.25626e-09 1.66718e-09 3.60286e-09 2.9101e-09 1.52971e-08 2.6185e-08 3.93725e-09 2.87116e-09 1.34208e-08 1.57644e-08 1.37227e-08 1.11885e-08 1.00211e-08 5.49652e-09 1.17863e-08 6.6702e-09 7.35628e-09 6.53722e-09 5.75491e-09 5.18131e-09 5.90866e-09 5.99432e-09 5.71498e-09 6.46127e-09 1.07154e-08 8.058e-09 5.39316e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.013605000000000001 0.09227500000000001 0.095915000000000014 0.056825000000000007 0.098180000000000003 0.087195000000000009 -0.074054999999999996 -0.087679999999999994 0.10584500000000001 0.10912000000000001 -0.0080949999999999998 -0.070889999999999995 0.10497000000000002 -1.0000000180025095e-35 0.10143000000000001 0.090355000000000005 0.15120000000000003 0.11237500000000002 -0.057604999999999996 0.10443000000000001 -0.079724999999999976 0.083635000000000015 -0.050459999999999998 0.10306000000000001 0.060015000000000006 -0.064054999999999987 -0.069954999999999989 -0.48836499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 9 -8 -9 -3 14 12 13 -12 -11 -13 17 18 19 20 -17 22 -21 24 -24 26 28 -28 29 -26
right_child=1 4 -4 -5 -6 -7 7 8 -10 10 11 15 -14 -15 -16 16 -18 -19 -20 21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=1.2334401188796285e-09 1.9874762355833638e-06 1.3828826836071955e-06 -1.4752409383401669e-06 -9.8127460559125115e-07 -8.8236010220671682e-07 1.3169212901889946e-06 1.6674961611464652e-06 1.0169086635869463e-06 -3.4678545402281696e-06 4.0293685269361115e-08 1.212642964024521e-06 2.1536432378914988e-06 -3.3774345533507025e-06 -1.6890106717955161e-06 2.2119029191950785e-06 3.8974099177060203e-07 -1.2492118480929856e-06 2.0458656708628783e-06 -1.7267162777538187e-06 -7.1179414512220033e-07 -1.738155901063822e-06 1.2562085070536947e-06 8.2357529801616436e-07 1.5224395104767961e-06 -1.2279585276205168e-06 -1.5300271801758452e-06 2.6151697901306242e-06 -3.7306362758369819e-07 -2.2890392924068691e-06 7.301774800612001e-07
leaf_weight=174 21 21 21 27 21 21 21 23 30 2072 28 21 26 39 24 22 37 27 24 76 42 42 70 31 22 30 21 28 20 39
leaf_count=174 21 21 21 27 21 21 21 23 30 2072 28 21 26 39 24 22 37 27 24 76 42 42 70 31 22 30 21 28 20 39
internal_value=0 1.97501e-08 -2.57927e-07 -1.30745e-07 5.39208e-09 1.19174e-08 2.2541e-09 -6.16612e-07 -1.52164e-06 1.88349e-08 8.38431e-09 -1.76113e-07 -1.28743e-06 -4.76379e-07 6.51594e-08 1.11194e-08 -7.36132e-08 1.44378e-08 -1.03011e-07 -1.5045e-08 -1.00669e-06 1.5241e-07 1.48444e-08 2.26433e-07 5.17534e-08 -2.85919e-07 1.18333e-09 9.07608e-07 -5.47148e-07 2.39645e-08
internal_weight=0 2899 222 201 2878 2857 2836 74 53 2762 2741 645 93 67 2096 552 531 494 467 443 64 379 337 261 230 160 130 49 81 61
internal_count=3121 2899 222 201 2878 2857 2836 74 53 2762 2741 645 93 67 2096 552 531 494 467 443 64 379 337 261 230 160 130 49 81 61
is_linear=0
shrinkage=0.1


Tree=7785
num_leaves=31
num_cat=0
split_feature=448 447 447 1429 1426 1426 448 132 1203 1185 50 2 2 2 472 131 2 12 160 40 483 482 39 16 2 401 133 2 3 16
split_gain=1.83605e-09 2.90407e-09 1.80984e-09 1.5681e-09 3.60633e-09 1.99878e-09 1.88947e-09 1.56976e-09 4.75192e-08 2.61727e-08 6.63337e-09 1.85553e-09 1.52993e-08 7.45383e-09 6.54461e-09 5.06239e-09 8.54134e-09 1.17142e-08 8.52622e-09 5.62446e-09 5.36217e-09 1.41868e-08 5.6756e-09 3.80085e-09 6.51965e-09 6.37661e-09 9.649e-09 6.74954e-09 5.62785e-09 5.40986e-09
threshold=0.068920000000000023 0.094005000000000019 0.091025000000000009 -0.23752499999999996 -0.089244999999999977 -0.061919999999999996 -0.087679999999999994 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.093975000000000017 0.10584500000000001 0.10699500000000002 0.10497000000000002 -0.080779999999999977 0.088315000000000018 0.10981000000000002 0.088725000000000012 0.11205000000000002 -0.047054999999999993 0.10143000000000001 0.090355000000000005 0.10661000000000002 0.51026500000000008 0.11237500000000002 0.021890000000000003 -0.025314999999999994 0.11411 -0.078344999999999984 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 8 10 -9 -8 13 -13 -11 -14 16 17 -16 20 -17 21 22 23 24 -18 26 -26 -28 -29 -30
right_child=-2 -3 -4 4 5 6 7 9 -10 11 -12 12 14 -15 15 19 18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-8.3871448440091132e-07 -9.5506700745318087e-07 9.5386588796486657e-07 -9.5189333194412039e-07 1.2842739786058454e-06 -8.4168341386105441e-07 9.3048735462533923e-07 -1.9058438901627326e-08 -3.4553475881115115e-06 4.9021691290818128e-06 3.2512705035988918e-08 -1.9420545018533633e-06 -2.1158827938027548e-06 1.7585504394901363e-06 1.8050114249490435e-06 -2.8081187565476286e-08 2.1363434996146682e-06 -1.5061533292402923e-06 -3.2318154613416742e-06 1.568572646064581e-06 1.4034954741356149e-07 -1.4646833320360504e-06 2.4510992393597269e-06 -1.3784318516747209e-06 9.1338575333231676e-07 -2.1926741696179618e-06 1.4519946730090921e-06 1.5867070876159534e-06 -1.3593925301085406e-06 -3.8118702794330195e-07 8.2840465281684567e-07
leaf_weight=22 20 32 20 22 28 22 174 22 20 2071 20 37 20 24 25 20 34 21 30 48 30 21 38 34 22 26 24 34 102 58
leaf_count=22 20 32 20 22 28 22 174 22 20 2071 20 37 20 24 25 20 34 21 30 48 30 21 38 34 22 26 24 34 102 58
internal_value=0 6.15525e-09 -3.72638e-09 2.49315e-09 8.60698e-09 -7.32349e-10 7.17717e-09 3.03115e-10 2.6115e-07 -2.00622e-08 -2.17305e-07 7.73344e-09 -1.43633e-07 5.28182e-08 -1.93172e-08 -8.20286e-08 -1.92332e-07 -1.49066e-06 -6.04938e-08 7.27407e-07 -1.7603e-07 -7.766e-08 -2.20413e-07 -8.86618e-08 -2.02227e-07 -3.556e-08 -1.96712e-07 4.71567e-09 -1.90995e-07 5.729e-08
internal_weight=0 3101 3069 3049 3027 3005 2977 2955 214 2741 194 2719 624 2095 587 567 499 46 453 68 423 393 372 334 300 266 240 218 194 160
internal_count=3121 3101 3069 3049 3027 3005 2977 2955 214 2741 194 2719 624 2095 587 567 499 46 453 68 423 393 372 334 300 266 240 218 194 160
is_linear=0
shrinkage=0.1


Tree=7786
num_leaves=31
num_cat=0
split_feature=156 156 15 120 483 483 483 13 1456 484 33 480 480 16 16 483 158 1444 160 52 42 133 42 42 2 0 51 51 4 52
split_gain=1.66589e-09 1.77954e-09 1.65646e-09 2.06254e-09 3.38278e-09 1.79449e-08 7.544e-09 1.1453e-08 4.7228e-09 6.00469e-09 3.4653e-09 2.90088e-09 3.21597e-09 2.50454e-09 3.05472e-09 2.11021e-09 2.31359e-09 2.4242e-09 2.50613e-09 2.39102e-09 8.56809e-09 1.24742e-08 3.19554e-08 1.27853e-08 4.16296e-09 8.29887e-09 3.56019e-09 1.00099e-08 7.20355e-09 5.18076e-09
threshold=0.3248100000000001 0.14862 0.23208000000000004 0.093680000000000013 0.10083000000000002 0.10357500000000001 0.095085000000000017 -0.080759999999999985 -0.074164999999999995 0.12441000000000001 -0.0066799999999999993 0.11191000000000002 0.096680000000000016 -0.042349999999999992 0.061255000000000011 -0.47356499999999996 0.13559000000000002 -0.081774999999999987 -0.030779999999999998 0.31299000000000005 0.097020000000000009 0.099660000000000012 0.089015000000000025 0.086665000000000006 0.10402500000000002 -0.08317999999999999 0.10614000000000001 0.123935 0.0049200000000000008 0.016565000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 10 -8 9 -7 -1 12 15 -10 -15 -12 17 18 -17 26 21 22 23 24 25 -21 -19 29 -29 -28
right_child=-2 -3 -4 -5 5 8 7 -9 13 -11 11 -13 -14 14 -16 16 -18 19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=1.0681484612481048e-06 -8.4790769812531401e-07 9.2372288723449213e-07 7.5224698179979523e-07 -9.3048989538620701e-07 3.252307889454187e-06 2.0928864149114125e-06 1.583407185989927e-07 -2.7091753395325214e-06 2.4979663047629079e-07 -2.9850472174075552e-07 -9.2751341321672965e-07 9.1965093264606734e-07 -1.1304314529507582e-06 -1.7000239505132019e-06 -1.3174042892303449e-07 1.551667476462626e-06 1.0670230136611281e-06 -2.3479676500917913e-08 -1.2449035715516879e-08 1.2333742779139506e-06 -2.2237979382308285e-06 -2.334206666112302e-06 2.7479910631360031e-06 -2.9479015518063533e-06 -1.310611372156762e-06 -1.1542599227235921e-06 2.8241452221002626e-06 5.1811373895161963e-07 -1.7967810288155306e-06 6.0034973465405988e-07
leaf_weight=30 23 21 29 24 20 21 30 26 35 21 25 33 26 23 27 20 20 2359 21 37 22 22 37 20 22 24 22 41 20 20
leaf_count=30 23 21 29 24 20 21 30 26 35 21 25 33 26 23 27 20 20 2359 21 37 22 22 37 20 22 24 22 41 20 20
internal_value=0 6.30419e-09 4.29687e-11 -7.11383e-09 2.14553e-10 4.68119e-07 -2.3693e-08 -1.17301e-06 2.96642e-08 8.97191e-07 -8.77833e-10 -1.23686e-08 -2.35204e-08 -3.98996e-07 -8.53151e-07 -1.29861e-08 -4.54017e-09 -1.25161e-08 7.50535e-07 -2.43396e-08 -3.72061e-07 -1.20591e-07 2.27263e-07 -6.78241e-07 -1.31335e-07 2.93977e-07 1.64772e-09 5.77138e-07 -2.40868e-07 1.76519e-06
internal_weight=0 3098 3077 3048 3024 147 2877 56 127 42 2821 2791 2758 85 50 2732 2707 2687 41 2646 184 162 140 103 83 61 2462 103 61 42
internal_count=3121 3098 3077 3048 3024 147 2877 56 127 42 2821 2791 2758 85 50 2732 2707 2687 41 2646 184 162 140 103 83 61 2462 103 61 42
is_linear=0
shrinkage=0.1


Tree=7787
num_leaves=31
num_cat=0
split_feature=1420 157 471 483 42 12 42 12 2 52 42 0 12 12 2 13 480 481 133 160 481 481 480 481 158 52 158 160 483 4
split_gain=1.47849e-09 4.19251e-09 1.46875e-09 2.07669e-09 1.65541e-08 6.53612e-09 5.78618e-09 4.22061e-09 4.14236e-09 3.57224e-09 3.5052e-09 2.02039e-09 8.97812e-09 6.38177e-09 4.66253e-09 4.47013e-09 2.72056e-09 2.9059e-09 2.30183e-08 2.93525e-08 1.32635e-08 8.75711e-09 3.75729e-09 3.74823e-09 4.51111e-09 4.75915e-09 2.4977e-09 1.01924e-08 4.58759e-09 4.23511e-09
threshold=0.056520000000000008 0.63397500000000007 0.10338500000000002 0.098395000000000024 0.096610000000000015 0.23631000000000002 0.094010000000000024 0.089005000000000015 0.095195000000000016 -0.013374999999999998 0.18223500000000001 0.10455500000000001 0.098810000000000023 0.091200000000000017 0.10467500000000002 0.095120000000000024 0.11471500000000003 -0.085784999999999986 0.087625000000000022 -0.44514499999999996 -0.081614999999999979 -0.079504999999999978 0.083235000000000017 -0.073474999999999985 0.12212000000000002 -0.0015799999999999998 0.107145 -0.016279999999999996 0.095085000000000017 0.62736500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 10 7 9 -9 -5 11 16 13 14 -13 -15 17 18 19 -1 -19 -22 -21 -23 26 -26 28 -28 29 -25
right_child=-2 -3 -4 4 -6 -7 -8 8 -10 -11 -12 12 -14 15 -16 -17 -18 20 -20 22 21 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-4.6845848714838217e-06 -7.9880829102678603e-07 1.4490882381323901e-06 -7.9957640972007437e-07 -1.2608949617742837e-06 2.2410353778923311e-06 -1.8183638758273447e-06 -1.7525294491349543e-06 1.916036828220058e-06 -5.1756516135672274e-08 2.7478044676792542e-07 1.2829166897582973e-06 -3.8905490263933899e-08 -2.2916122350666448e-06 2.0191172910699607e-06 -1.7520157619799193e-06 -4.6539707909687426e-08 1.0432697090436704e-06 1.9501387516689712e-06 1.967412572412286e-06 -1.0573194194582737e-06 -1.9523015453160042e-06 1.2785845087918183e-06 4.9962005970971204e-07 -7.1949140308726583e-10 -5.8063350631224842e-08 -2.1467362296334614e-06 2.4344422443045052e-06 -2.6376356864992499e-07 -1.2747447107536963e-06 1.3344541656579169e-06
leaf_weight=20 23 20 23 28 36 20 20 20 23 33 21 47 21 20 24 22 25 35 28 31 23 23 31 2345 24 20 21 42 28 24
leaf_count=20 23 20 23 28 36 20 20 20 23 33 21 47 21 20 24 22 25 35 28 31 23 23 31 2345 24 20 21 42 28 24
internal_value=0 5.92478e-09 -3.4525e-09 2.54123e-09 3.53248e-07 -1.68415e-08 -1.94819e-07 1.04741e-07 8.63496e-07 -4.3012e-07 -4.30921e-09 -1.37807e-08 -3.92853e-07 -3.99864e-08 -6.17985e-07 9.37106e-07 4.89415e-09 -4.73827e-09 -5.08117e-07 -1.35342e-06 1.66821e-08 -9.85556e-09 -2.7885e-07 7.824e-09 -3.84832e-09 -1.00746e-06 1.41025e-08 6.35638e-07 -2.23327e-09 1.2807e-08
internal_weight=0 3098 3078 3055 160 2895 124 104 43 61 2875 2854 134 113 71 42 2720 2695 110 82 2585 2550 62 2527 2504 44 2460 63 2397 2369
internal_count=3121 3098 3078 3055 160 2895 124 104 43 61 2875 2854 134 113 71 42 2720 2695 110 82 2585 2550 62 2527 2504 44 2460 63 2397 2369
is_linear=0
shrinkage=0.1


Tree=7788
num_leaves=31
num_cat=0
split_feature=40 130 42 15 147 3 1420 43 157 448 147 132 1185 1203 9 9 41 12 16 4 402 132 12 15 13 13 12 13 3 12
split_gain=1.79157e-09 4.73267e-09 3.61546e-09 1.96705e-09 2.04282e-09 1.82083e-09 7.20596e-09 3.47709e-09 3.44585e-09 1.7399e-09 3.48045e-09 1.70267e-09 9.61215e-09 5.24321e-09 1.7782e-09 4.76083e-09 2.8691e-09 5.86244e-09 2.45108e-09 1.10952e-08 7.21242e-09 7.72185e-09 4.41953e-09 6.53232e-09 6.81051e-09 1.16939e-08 9.25884e-09 7.77439e-09 6.6474e-09 6.04407e-09
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.17980000000000004 0.10479500000000001 -0.24462999999999999 0.056520000000000008 -0.0064299999999999991 0.63397500000000007 0.030280000000000001 0.093615000000000018 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.092890000000000014 0.088235000000000022 0.086565000000000017 0.08486500000000001 -0.15241499999999997 -0.064804999999999988 0.090045000000000014 0.098425000000000012 0.088365000000000013 -0.03241999999999999 -0.085584999999999981 -0.075974999999999987 -0.087484999999999993 -0.0044799999999999987 0.11296500000000002 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 8 -3 9 10 11 13 -13 -7 15 16 18 -18 19 -14 21 22 23 24 26 -26 -21 -27 -29 -24
right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 -12 12 14 -15 -16 -17 17 -19 -20 20 -22 -23 29 -25 25 27 -28 28 -30 -31
leaf_value=9.4341435385558736e-07 -1.4675809623554416e-06 -3.425810007229302e-07 1.2269305742051984e-06 7.0038958207364073e-07 -9.7447296938794769e-07 -1.0426381818278827e-07 -1.9085536973761918e-06 1.4427290139451544e-06 1.3041795708090831e-06 -8.6085081723770908e-07 1.1458968292397634e-06 2.1366906418322853e-06 -2.5011836290408004e-06 -1.6179128220546075e-06 6.9670533962705259e-07 -1.422764466951776e-06 1.802927082103714e-06 -2.1865506738549811e-07 1.4945210608355156e-08 -6.7664211731729071e-07 -1.7216155024121132e-06 1.9129506290482827e-06 1.9329285681702791e-06 -1.697558671719068e-06 -2.6253668542484895e-06 1.3919849382091343e-06 1.6600948993000087e-06 -1.8319912720067401e-06 4.8148575368269008e-07 -7.5372614287032862e-08
leaf_weight=20 22 20 24 39 22 191 20 24 20 24 26 21 21 26 35 24 26 32 2171 30 26 20 22 31 23 25 39 27 23 47
leaf_count=20 22 20 24 39 22 191 20 24 20 24 26 21 21 26 35 24 26 32 2171 30 26 20 22 31 23 25 39 27 23 47
internal_value=0 -6.09148e-09 4.35112e-09 -5.25343e-09 -1.43781e-08 -7.32332e-09 -1.68474e-08 6.31224e-07 -3.93475e-09 -1.29252e-08 -5.87387e-09 -1.63445e-08 5.76421e-09 -2.85623e-07 -1.13027e-08 -2.08815e-08 -7.7542e-09 6.87571e-07 -2.38536e-08 -2.76046e-07 -1.26755e-07 1.7727e-08 -1.24237e-07 -3.64411e-07 -1.1694e-07 -6.5279e-07 6.44122e-07 -4.78662e-08 -7.67792e-07 5.64955e-07
internal_weight=0 3101 3079 3055 3016 2994 2950 44 2930 2910 2886 2860 2643 217 2622 2587 2563 58 2505 334 313 287 267 198 167 98 69 75 50 69
internal_count=3121 3101 3079 3055 3016 2994 2950 44 2930 2910 2886 2860 2643 217 2622 2587 2563 58 2505 334 313 287 267 198 167 98 69 75 50 69
is_linear=0
shrinkage=0.1


Tree=7789
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 52 133 15 42 1348 448 160 47 33 10 47 46 47 47 47 159 131 52 12 47 48 151 159 159 481
split_gain=1.45812e-09 4.06281e-08 2.39252e-08 6.43778e-09 1.70054e-09 2.89182e-09 4.91832e-09 2.53908e-09 2.97456e-09 1.66445e-09 3.83347e-09 2.74569e-09 2.10701e-09 1.77541e-08 1.73229e-08 4.03732e-09 3.18852e-09 4.75368e-09 3.05764e-09 2.58899e-09 2.57036e-09 3.26158e-09 3.16548e-09 5.16786e-09 4.57386e-09 2.33485e-09 2.93482e-09 2.21633e-09 4.44933e-09 2.27287e-09
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.090645000000000017 -0.37971999999999995 0.084655000000000022 -0.015274999999999999 0.095915000000000014 0.056825000000000007 0.60040000000000016 0.094160000000000008 -1.0000000180025095e-35 -0.0026549999999999994 0.097970000000000015 0.10253500000000002 0.10254000000000001 0.091210000000000013 0.089360000000000009 -0.087844999999999993 0.096490000000000006 -0.046924999999999988 0.089410000000000003 0.11893500000000001 0.10322500000000003 -0.077959999999999988 0.14765500000000001 0.12895000000000004 -0.15447499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 8 -8 10 11 12 13 -4 -14 -16 17 -17 19 27 -19 22 24 25 -22 -24 -27 28 29 -15
right_child=2 -3 9 -5 -6 -7 7 -9 -10 -11 -12 -13 14 18 15 16 -18 20 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.5895537103460811e-06 -3.3039936051243949e-06 4.224894931449735e-06 -2.4361059179985507e-06 -1.9178975657041519e-06 8.1991443716149312e-07 6.608017238412296e-07 1.2257336920910071e-06 -8.1365680381199579e-07 -1.8901630435645229e-07 -8.8071047858171554e-07 1.3589561300856682e-06 -1.1363387741203908e-06 3.1065255382145555e-06 -9.7674172969203457e-07 -1.2109490581758072e-06 1.6441278311820339e-06 -1.0357226454971168e-06 -9.2032401891542365e-07 1.2127360605518335e-06 -1.0790063248061251e-06 1.2716926107714245e-07 -8.6494851943974075e-07 1.42582209935513e-06 -1.0224920019178778e-06 1.9513254545489435e-06 -7.7598147072421855e-07 7.5918839312097674e-07 8.5084257199058261e-07 -1.4493582590429947e-06 2.2134497333875282e-08
leaf_weight=26 22 23 30 20 21 35 23 29 42 21 21 21 20 23 23 23 20 21 21 22 28 23 21 30 27 20 33 31 21 2380
leaf_count=26 22 23 30 20 21 35 23 29 42 21 21 21 20 23 23 23 20 21 21 22 28 23 21 30 27 20 33 31 21 2380
internal_value=0 2.48811e-07 -1.87805e-08 -2.1777e-07 -2.45738e-08 -1.38988e-07 -3.7226e-07 -3.55623e-08 3.11588e-07 6.31493e-09 1.28303e-08 2.86957e-09 1.13621e-08 -1.78794e-08 2.67149e-07 5.60433e-08 1.74502e-07 2.81601e-07 1.11625e-08 9.75576e-10 1.27227e-07 2.48098e-07 4.09105e-07 8.46259e-08 1.02266e-06 5.33457e-07 1.79879e-07 1.06536e-08 -9.13695e-11 1.25739e-08
internal_weight=0 219 2902 196 176 155 120 94 65 2880 2859 2838 2817 2528 289 269 246 226 2498 2477 203 182 159 104 55 74 53 2455 2424 2403
internal_count=3121 219 2902 196 176 155 120 94 65 2880 2859 2838 2817 2528 289 269 246 226 2498 2477 203 182 159 104 55 74 53 2455 2424 2403
is_linear=0
shrinkage=0.1


Tree=7790
num_leaves=31
num_cat=0
split_feature=448 0 15 40 4 43 4 97 9 10 45 11 10 8 9 447 147 1 131 1 40 43 40 2 376 3 1 16 472 13
split_gain=1.51956e-09 2.40109e-09 5.26744e-09 1.49813e-09 5.00749e-09 4.75591e-09 4.29878e-09 1.95826e-09 7.51433e-09 5.12401e-09 2.89767e-09 9.04113e-09 4.94832e-09 8.55298e-09 4.38042e-09 1.84901e-09 1.92028e-09 2.38235e-09 3.68148e-09 6.26925e-09 3.19211e-09 8.92378e-09 4.36612e-09 3.12757e-09 2.67285e-09 2.56564e-09 1.18499e-08 9.73365e-09 5.98854e-09 5.62366e-09
threshold=0.068920000000000023 -0.24955499999999997 -0.10091499999999999 -0.24620999999999996 0.62931500000000018 0.054355000000000007 0.6227450000000001 -0.079444999999999988 -0.075689999999999993 -0.0087699999999999983 0.094030000000000016 -0.011194999999999998 0.053330000000000009 0.088180000000000022 0.09055500000000001 0.091515000000000013 0.090425000000000019 0.13927000000000003 0.13857500000000003 0.13471500000000003 -0.083564999999999987 -0.085474999999999982 -0.081564999999999985 -1.0000000180025095e-35 0.088470000000000007 0.11658 0.10684 -0.074929999999999983 -0.38234499999999999 -0.17933499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 7 9 -9 -5 11 -10 14 -14 15 16 17 18 19 20 21 -13 -22 -24 25 28 -27 -28 -25 -30
right_child=-2 3 -4 4 5 -7 -8 8 10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=-2.369340854784241e-07 -8.6884234406170436e-07 8.5758831204429952e-07 1.940380384439777e-06 1.3287908391898135e-07 -2.1096727889161312e-06 2.0992744893533199e-08 1.4301890901368184e-06 1.9372263614059194e-06 2.0207888667300724e-06 -1.8736130208907298e-06 -1.1020319047242802e-06 4.1943494514166217e-07 -2.5848983185028374e-06 3.0462302685832369e-07 1.4072082002123602e-06 -7.4234627484603314e-07 7.4650698364313729e-07 -6.6115595452422648e-07 -1.3478977064096397e-06 1.4761889110755435e-06 1.4486980143417549e-06 -2.35214235783046e-06 1.2162002046049262e-06 -1.6228170629208603e-06 -1.132717850504421e-06 2.6527429156431029e-06 1.1452078770162189e-06 -1.6742156656590623e-06 -1.6714419938779202e-06 1.2396540421187848e-08
leaf_weight=25 20 20 20 35 22 20 21 20 22 20 24 26 20 21 22 34 34 55 20 29 21 21 21 23 21 20 25 24 20 2395
leaf_count=25 20 20 20 35 22 20 21 20 22 20 24 26 20 21 22 34 34 55 20 29 21 21 21 23 21 20 25 24 20 2395
internal_value=0 5.61814e-09 7.30761e-07 -5.05969e-09 -1.07425e-08 -1.09507e-06 4.46853e-09 -5.60215e-09 5.5402e-09 -5.96754e-07 -7.79097e-09 1.34674e-09 -1.4231e-08 -1.1049e-06 1.677e-09 -9.41001e-09 -3.647e-10 -9.69716e-09 3.74253e-09 1.3959e-08 -2.24453e-09 -8.18929e-07 1.2691e-08 8.60373e-10 -9.23541e-09 1.75493e-10 6.01505e-07 -2.35734e-07 -1.68433e-08 -1.54829e-09
internal_weight=0 3101 45 3056 3036 42 2994 2973 2918 55 2898 2874 2852 41 2811 2789 2755 2721 2666 2646 2617 47 2570 2549 2528 2507 69 49 2438 2415
internal_count=3121 3101 45 3056 3036 42 2994 2973 2918 55 2898 2874 2852 41 2811 2789 2755 2721 2666 2646 2617 47 2570 2549 2528 2507 69 49 2438 2415
is_linear=0
shrinkage=0.1


Tree=7791
num_leaves=31
num_cat=0
split_feature=10 0 15 1 34 39 9 0 2 45 3 3 3 1213 3 4 0 2 2 160 160 2 1 1 16 0 484 12 2 2
split_gain=1.86138e-09 2.43489e-08 1.97848e-08 8.20992e-09 2.18141e-09 1.24272e-08 3.46518e-09 6.56344e-09 5.83791e-09 1.62422e-09 1.6629e-09 1.92261e-08 7.51836e-09 2.65768e-08 1.61726e-08 8.55201e-09 6.81297e-09 5.09596e-09 4.62842e-08 2.18845e-08 1.2152e-08 1.08847e-08 7.04376e-09 4.02288e-08 1.39226e-08 3.81418e-08 1.42778e-08 2.87257e-08 9.9292e-09 8.13628e-09
threshold=-0.011559999999999999 -0.10224499999999999 -0.10324499999999999 0.10022000000000002 -0.057544999999999992 0.089790000000000023 0.088235000000000022 -0.010949999999999998 -0.080614999999999978 0.094030000000000016 -0.077354999999999993 -0.077774999999999983 -0.078724999999999976 -0.018814999999999995 -0.07908999999999998 -0.0063549999999999987 0.10455500000000001 0.093175000000000022 0.092235000000000025 -0.53908999999999996 -0.43215499999999996 0.096325000000000008 0.093890000000000015 0.090475000000000014 -0.092124999999999985 -0.078244999999999995 -0.017214999999999998 0.095175000000000023 0.090675000000000019 0.089320000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 8 -8 -6 10 11 12 14 -14 -10 -15 17 18 19 -12 -21 -19 23 28 -24 -26 -27 -28 29 -22
right_child=4 2 3 -5 6 -7 7 -9 9 -11 16 -13 13 15 -16 -17 -18 21 -20 20 22 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=-3.1629740492746803e-06 1.8872302773080959e-06 2.1920083870302026e-06 -2.4299959682139163e-06 6.2005010083619425e-08 1.7190321909765772e-06 -9.5764783263975681e-07 -2.215625212897976e-06 2.3722849533669433e-07 -4.3555980496264357e-09 -6.7245786242762866e-07 -2.7619299771686201e-06 -2.3330230925624721e-06 3.8083054287989912e-06 -1.7744882357688269e-06 -2.6188726086691833e-06 8.6019743353712598e-07 -1.4253081932987959e-06 -1.2619411485220987e-06 4.6070064454397656e-06 2.6943198874851945e-06 -1.7606072630075019e-08 1.2169085730953526e-07 1.5877306198793427e-06 4.526915269865561e-06 -4.7894116323732308e-06 2.3236698850615499e-06 -3.8388212755080535e-06 6.8607996741954426e-07 -1.8399973669147585e-06 2.1253837830541175e-06
leaf_weight=25 34 36 20 39 20 28 20 24 1665 35 24 36 23 22 24 28 28 63 25 21 91 583 30 23 20 21 20 47 24 22
leaf_count=25 34 36 20 39 20 28 20 24 1665 35 24 36 23 22 24 28 28 63 25 21 91 583 30 23 20 21 20 47 24 22
internal_value=0 -3.86198e-07 3.44532e-07 -7.82741e-07 1.54452e-08 6.02447e-07 3.06208e-09 -8.77705e-07 1.64485e-08 4.60447e-09 1.29485e-08 -4.53037e-08 1.43746e-09 9.95039e-07 -4.15068e-08 -2.99064e-07 1.13464e-07 1.55955e-07 4.52976e-07 1.50204e-07 3.69298e-07 -1.32454e-08 2.05455e-07 6.56971e-07 -3.18043e-07 -8.47424e-07 4.84818e-08 -6.64637e-07 7.27266e-09 3.99613e-07
internal_weight=0 120 95 59 3001 62 2939 44 2895 2875 2840 1798 1762 73 1689 50 1042 1014 368 343 319 646 298 160 138 108 88 67 137 113
internal_count=3121 120 95 59 3001 62 2939 44 2895 2875 2840 1798 1762 73 1689 50 1042 1014 368 343 319 646 298 160 138 108 88 67 137 113
is_linear=0
shrinkage=0.1


Tree=7792
num_leaves=31
num_cat=0
split_feature=15 15 51 482 12 15 0 155 15 42 1 1 1 52 52 1456 484 15 151 4 4 131 402 10 0 132 9 43 42 14
split_gain=1.67806e-09 1.48478e-08 2.12469e-08 6.94043e-09 9.49568e-09 5.42747e-09 1.10521e-08 5.12554e-09 5.03994e-09 1.20714e-08 9.19372e-09 5.74495e-08 5.51462e-08 8.34535e-09 6.62406e-09 8.04669e-09 1.24524e-08 4.5472e-09 4.54305e-09 5.82874e-09 9.52525e-09 3.60746e-09 5.28344e-09 6.17378e-09 3.8195e-09 4.95914e-09 3.42086e-09 3.15555e-09 5.07848e-09 5.03518e-09
threshold=-0.088749999999999982 -0.090644999999999989 0.086685000000000012 0.098465000000000011 0.11527000000000001 -0.086849999999999997 -0.088544999999999985 0.090695000000000012 -0.092489999999999989 0.084835000000000008 0.092695000000000013 0.088975000000000012 0.096325000000000008 -0.160465 -0.088614999999999985 0.084020000000000011 -0.070679999999999979 -0.14147499999999996 -0.016164999999999995 -0.00059999999999999995 0.0067750000000000006 0.10216000000000001 0.088090000000000016 -0.088499999999999981 1.0000000180025095e-35 0.087210000000000024 0.088665000000000008 -0.074974999999999986 0.093775000000000011 -0.31455999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 6 -2 8 10 -10 11 13 -12 -1 -15 16 -16 -6 -18 -20 -21 22 23 -14 25 27 -7 28 -25 -29
right_child=5 2 -4 -5 17 26 -8 -9 9 -11 12 -13 21 14 15 -17 18 -19 19 20 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=1.8897451428756541e-06 2.3557382538304712e-06 -2.4202395700396237e-07 -4.3071616181578068e-06 -1.7596671207668763e-06 2.5500769598216896e-06 5.7547841317912789e-09 -2.4311972279317872e-07 -1.6206388133355177e-06 2.2106492949980351e-06 -6.0623594420356887e-07 4.5137030001386944e-06 -5.190488362908733e-06 -1.6798497513419037e-06 -1.7767601312925764e-06 2.4722910146530402e-06 -1.6985386033332781e-06 1.2921263851239929e-06 4.4319955350147211e-07 8.9082431765247395e-07 -2.4224531477064679e-06 -1.6646754983519393e-07 1.1649230708869819e-06 -1.5837021055631341e-06 8.6609943681643224e-08 1.02116290810904e-06 -1.591141153198805e-06 1.2881686199675424e-06 8.0251621462983686e-07 1.9386905754004149e-06 -5.8754447222246902e-07
leaf_weight=20 30 36 20 22 21 2192 36 20 32 29 28 24 22 25 21 26 20 20 31 24 85 21 25 57 36 20 21 35 20 102
leaf_count=20 30 36 20 22 21 2192 36 20 32 29 28 24 22 25 21 26 20 20 31 24 85 21 25 57 36 20 21 35 20 102
internal_value=0 -1.2063e-07 -1.69386e-06 -8.54222e-09 4.18828e-08 4.45748e-08 9.38179e-07 -4.20707e-08 2.83877e-09 8.71474e-07 -7.96951e-08 -5.15472e-07 2.48923e-07 -7.02323e-08 -2.39196e-07 -5.34997e-08 1.82804e-07 1.52233e-06 -1.17691e-07 -3.19093e-07 -6.63198e-07 -1.04372e-07 -1.88458e-07 -6.90019e-08 6.22524e-08 -8.52723e-08 1.79241e-08 5.54631e-08 5.6767e-07 -2.32419e-07
internal_weight=0 842 56 786 764 2279 66 723 703 61 642 276 366 252 232 207 181 41 160 140 109 338 317 292 270 234 2213 214 77 137
internal_count=3121 842 56 786 764 2279 66 723 703 61 642 276 366 252 232 207 181 41 160 140 109 338 317 292 270 234 2213 214 77 137
is_linear=0
shrinkage=0.1


Tree=7793
num_leaves=31
num_cat=0
split_feature=160 12 42 132 50 394 1203 1 480 1 160 1 52 16 1184 401 402 402 43 1 1212 1 1 15 1 12 52 16 3 3
split_gain=1.67796e-09 1.1689e-08 1.41409e-08 1.689e-09 4.1916e-08 2.04521e-08 9.22033e-09 2.21252e-09 1.59361e-08 1.60519e-08 8.7249e-09 6.39109e-09 1.11029e-08 1.33582e-08 5.60872e-09 5.18304e-09 8.41896e-09 1.345e-08 1.14042e-08 4.79387e-09 5.92011e-09 7.11098e-09 8.45626e-09 5.25746e-08 3.79609e-08 4.93063e-08 2.40693e-08 1.49257e-08 1.89009e-08 1.60987e-08
threshold=-0.54913999999999985 0.089625000000000024 0.087550000000000017 -0.083284999999999984 0.10022000000000002 0.12358500000000001 0.089480000000000018 0.085110000000000005 0.10892500000000001 0.085760000000000017 -0.52800499999999995 0.079415000000000013 -0.0092699999999999987 -0.078464999999999993 0.088135000000000019 -0.46360499999999999 -0.10770499999999998 -0.047074999999999999 -0.043144999999999996 0.087695000000000009 0.091580000000000009 0.088305000000000008 0.092695000000000013 -0.093244999999999981 0.094090000000000021 0.091200000000000017 0.0060650000000000009 -0.087659999999999988 -0.014944999999999998 -0.083654999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 -2 10 9 -9 -5 -12 -13 -14 15 -11 18 -18 -17 -19 21 -21 23 -23 25 -24 27 -25 29 -29
right_child=3 -3 -4 5 -6 -7 -8 8 -10 14 11 12 13 -15 -16 16 17 19 -20 20 -22 22 24 26 -26 -27 -28 28 -30 -31
leaf_value=1.5401561233829854e-06 3.5072522771660454e-08 2.4438695748228514e-06 -2.0601933101715986e-06 1.8216557366810905e-06 4.5049454453895854e-06 -3.2178755040490616e-06 -2.2294715262205499e-06 -2.8694434269027628e-06 -2.7735557125006175e-06 -1.5984022633390504e-06 -8.3167595342194002e-09 -3.0271140100299626e-07 2.5680154806195789e-07 3.9116887899126594e-06 1.647334007657264e-06 -4.195597512079985e-07 -2.5142299333228124e-06 -9.2012877226060087e-07 2.8136856447720979e-06 1.7342489484136701e-06 1.6523810565807005e-06 -5.3754909978514281e-06 6.599281776971111e-06 2.9735273225621014e-06 -6.4930425815646505e-08 -4.2256602455381659e-07 -3.0464509543228569e-06 -8.9452152013963677e-07 -2.6224557456901368e-06 2.0418491017206304e-06
leaf_weight=20 178 21 24 28 21 20 20 20 22 21 1422 38 20 20 20 20 22 56 24 23 22 21 20 21 838 20 22 33 21 43
leaf_count=20 178 21 24 28 21 20 20 20 22 21 1422 38 20 20 20 20 22 56 24 23 22 21 20 21 838 20 22 33 21 43
internal_value=0 5.02765e-07 -4.23671e-07 -1.06921e-08 2.56883e-07 -3.13473e-08 -1.93669e-07 -8.72377e-09 -1.05215e-07 -5.88819e-08 7.26745e-08 4.00269e-08 9.21369e-07 2.08425e-06 -1.38047e-08 -4.08811e-08 -1.37601e-08 -6.51738e-08 1.34403e-06 -1.79113e-08 2.86977e-08 -4.93793e-09 -4.34377e-08 -7.09655e-07 7.87274e-08 3.08836e-06 -9.7794e-09 5.5638e-07 3.30797e-08 7.66846e-07
internal_weight=0 65 44 3056 219 2837 198 2817 1289 1267 1528 1500 78 40 1247 1227 1206 1162 44 1140 1084 1062 1039 161 878 40 140 118 97 76
internal_count=3121 65 44 3056 219 2837 198 2817 1289 1267 1528 1500 78 40 1247 1227 1206 1162 44 1140 1084 1062 1039 161 878 40 140 118 97 76
is_linear=0
shrinkage=0.1


Tree=7794
num_leaves=31
num_cat=0
split_feature=1429 1417 475 475 155 155 155 1371 160 4 475 475 1447 481 403 475 2 475 2 1373 1373 150 52 1455 12 483 482 0 1 482
split_gain=1.50188e-09 4.03237e-09 2e-09 4.33692e-09 4.0148e-09 2.48229e-09 2.34188e-09 2.74719e-09 2.22895e-09 1.19102e-08 2.88102e-09 3.79916e-09 1.85395e-09 7.09357e-09 6.00595e-09 4.89743e-09 1.02439e-08 8.39457e-09 3.4331e-09 2.3214e-09 3.85616e-09 4.7137e-09 2.57359e-09 2.41566e-09 5.60095e-09 4.52731e-09 4.53949e-09 1.41038e-08 1.05607e-08 7.47463e-09
threshold=0.12521000000000002 -0.080324999999999994 -0.50059999999999982 -0.24482499999999999 0.11854500000000001 0.10683000000000002 0.10022500000000002 0.08976000000000002 -0.54913999999999985 -0.081609999999999988 -0.10664 -0.091889999999999986 -0.086359999999999978 -0.081334999999999977 -0.57146499999999989 -0.086279999999999982 0.086950000000000013 -0.085669999999999982 0.088300000000000003 0.08789000000000001 1.0000000180025095e-35 0.13879000000000002 -0.023194999999999997 -0.097209999999999977 0.089150000000000021 0.13622000000000004 0.098465000000000011 -0.077809999999999976 0.16540500000000002 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 9 -5 -10 -12 13 -13 -14 16 -16 -17 -15 20 21 23 -21 24 -19 26 28 -28 29 -25
right_child=-2 2 3 4 -6 -7 -8 -9 10 -11 11 12 14 18 15 17 -18 19 -20 22 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-1.3546061681650332e-06 8.6378376579432375e-07 1.0008134444206006e-06 -1.2884791299956515e-06 -1.0302174692137321e-06 1.0583284380219186e-06 -8.5362566174333503e-07 1.0841538248484995e-06 -1.0249807707815798e-06 -1.1200635576049377e-06 1.7785661227441728e-06 1.3437166725929102e-06 1.5471212228541327e-06 -1.747299320413731e-06 -1.0161739955976672e-06 5.8849586338283198e-07 2.0501220109281352e-06 -2.5059804195971875e-06 3.0193305301888054e-07 6.4042606246837092e-07 -2.4986649918901097e-08 1.1949783525037843e-06 -1.4315242730805514e-06 -1.5266370242205174e-06 3.153304021546054e-08 -1.9639443775076869e-06 1.481540819202651e-06 5.1986377798129983e-07 -2.7715473682183468e-06 2.1596722156711783e-06 -1.2420621926787832e-06
leaf_weight=22 20 20 26 26 36 34 20 26 23 36 21 35 20 29 20 20 23 24 22 25 27 23 21 2358 20 21 30 23 23 47
leaf_count=22 20 20 26 26 36 34 20 26 23 36 21 35 20 29 20 20 23 24 22 25 27 23 21 2358 20 21 30 23 23 47
internal_value=0 -5.57296e-09 4.06612e-09 -2.4507e-09 8.57362e-09 -4.03605e-09 5.71287e-09 -1.61599e-09 7.50554e-09 6.00689e-07 -5.37621e-09 3.67669e-09 -6.33428e-09 4.50809e-07 -2.07616e-08 -7.99602e-09 -1.06669e-06 9.10533e-09 -3.01562e-07 -6.34521e-09 6.13251e-09 -6.36217e-09 -7.10523e-07 6.51242e-09 -7.28011e-07 1.94297e-08 7.05392e-09 -9.08484e-07 2.70389e-08 6.64365e-09
internal_weight=0 3101 3079 3059 3033 2997 2963 2943 2917 62 2855 2832 2811 86 2725 2705 43 2662 51 2642 2596 2569 46 2546 44 2502 2481 53 2428 2405
internal_count=3121 3101 3079 3059 3033 2997 2963 2943 2917 62 2855 2832 2811 86 2725 2705 43 2662 51 2642 2596 2569 46 2546 44 2502 2481 53 2428 2405
is_linear=0
shrinkage=0.1


Tree=7795
num_leaves=31
num_cat=0
split_feature=394 47 47 10 47 1456 159 120 12 12 133 142 46 147 147 483 483 484 2 160 15 0 1 150 3 2 39 9 9 51
split_gain=1.43118e-09 1.49194e-09 1.48987e-08 1.38178e-08 2.98812e-09 2.32066e-09 5.27292e-09 2.10494e-09 3.94574e-09 3.66362e-09 9.02397e-09 6.75018e-09 7.47771e-09 2.5665e-09 3.67311e-09 3.24308e-09 4.10363e-09 2.87372e-09 9.44011e-09 3.60277e-09 6.78365e-09 3.85004e-09 5.50893e-09 8.02389e-09 6.29967e-09 4.97491e-09 3.97456e-09 4.73727e-09 1.11507e-08 3.2422e-09
threshold=0.15288500000000002 0.094160000000000008 0.090100000000000013 -0.0026549999999999994 0.096770000000000009 -0.077604999999999993 0.10333000000000002 0.09852000000000001 0.22926500000000002 0.12757000000000002 0.017095000000000003 -0.057499999999999989 1.0000000180025095e-35 0.099730000000000027 0.093875000000000014 -0.47181499999999993 -0.24840999999999999 -0.23687999999999995 0.091055000000000011 0.10908000000000002 -0.068899999999999975 -0.15599999999999997 0.082005000000000008 0.097810000000000022 0.096675000000000011 0.089605000000000018 -1.0000000180025095e-35 0.092235000000000011 0.085555000000000006 -0.44986999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 -5 -6 -7 8 9 11 -11 -1 13 14 15 -13 -17 18 -18 21 -21 22 -19 24 25 -24 -23 28 29 -28
right_child=-2 3 -4 4 5 6 -8 -9 -10 10 -12 12 -14 -15 -16 16 17 19 -20 20 -22 26 23 -25 -26 -27 27 -29 -30 -31
leaf_value=1.7961515606570868e-06 7.1171127911741554e-07 2.7428212865743266e-06 -1.9965849443643064e-06 -1.1219327247891625e-06 -8.2570564927664238e-07 7.0933996289520352e-08 1.7617760454413658e-06 -1.0001101019595029e-06 1.4043355622561651e-06 -2.3050971163763243e-06 4.141346669629142e-07 1.0833384111817527e-06 -1.9301031232998869e-06 9.8081931464885537e-07 -1.1594800349080793e-06 -1.328466230794991e-06 -5.2271336320094022e-07 1.9975403573498213e-06 2.4189587861656037e-06 -1.6755324559929769e-06 4.1274858842500958e-07 1.2970260469125567e-06 -7.9147145072511192e-07 1.9909302171158962e-06 -1.4147122450529942e-06 1.2190301415415663e-06 -1.2642831019807741e-06 -1.1621464224731428e-06 2.287628017040247e-06 -1.5734569437833848e-08
leaf_weight=21 28 20 38 21 24 237 20 21 20 23 26 28 20 27 27 23 24 22 20 35 28 23 20 21 28 32 21 36 21 2166
leaf_count=21 28 20 38 21 24 237 20 21 20 23 26 28 20 27 27 23 24 22 20 35 28 23 20 21 28 32 21 36 21 2166
internal_value=0 -6.45453e-09 -3.01298e-08 1.97285e-07 2.87065e-08 1.14697e-07 2.02517e-07 -2.78793e-09 4.9347e-09 -5.46204e-09 -8.62239e-07 1.04222e-08 -3.87996e-09 1.09257e-08 7.55992e-10 1.30505e-08 1.1584e-09 1.34056e-08 8.1441e-07 -9.62155e-10 -7.47408e-07 1.8714e-08 5.63602e-07 2.51259e-07 -2.05405e-07 4.4576e-07 -1.08498e-08 -2.42549e-08 -5.70237e-09 -2.77234e-08
internal_weight=0 3093 2771 322 302 281 257 2733 2712 2692 49 2643 2622 2602 2575 2548 2520 2497 44 2453 63 2390 123 101 80 52 2267 2244 2208 2187
internal_count=3121 3093 2771 322 302 281 257 2733 2712 2692 49 2643 2622 2602 2575 2548 2520 2497 44 2453 63 2390 123 101 80 52 2267 2244 2208 2187
is_linear=0
shrinkage=0.1


Tree=7796
num_leaves=31
num_cat=0
split_feature=10 16 1 0 0 4 1 9 10 43 1 34 2 45 401 132 1185 1203 0 0 40 43 3 3 150 150 159 47 2 1
split_gain=1.7653e-09 2.09967e-08 3.41209e-08 2.79552e-09 3.88707e-09 2.26444e-09 2.21096e-09 7.23206e-09 5.89102e-09 5.77998e-09 1.48659e-08 3.81931e-09 3.13619e-09 2.47816e-09 2.15852e-09 2.32927e-09 1.05681e-08 4.79597e-09 2.32012e-09 2.15113e-09 2.05409e-09 6.38859e-09 3.1264e-09 7.11109e-09 5.85587e-09 2.58997e-08 1.05862e-08 8.9364e-09 1.34791e-08 1.12205e-08
threshold=-0.011559999999999999 -0.056919999999999991 0.10956 -0.098289999999999975 -0.057069999999999989 0.62736500000000006 0.13686500000000004 0.092890000000000014 0.053330000000000009 -0.074974999999999986 0.13968000000000003 -0.057544999999999992 0.14838000000000004 0.094030000000000016 0.13837000000000002 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.098289999999999975 -0.091354999999999978 -0.083564999999999987 -0.08595499999999999 -0.042499999999999989 -0.055119999999999995 0.086135000000000017 0.090480000000000019 0.10545500000000001 0.092165000000000011 0.083215000000000011 0.10727500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 8 11 -8 -11 -2 -12 14 15 17 -17 18 -13 -20 21 -18 23 -22 26 -26 27 28 -24 -29
right_child=5 -3 3 4 -6 -7 9 -9 -10 10 12 13 -14 -15 -16 16 20 -19 19 -21 22 -23 24 -25 25 -27 -28 29 -30 -31
leaf_value=-4.8473917161118155e-06 1.126085104057174e-06 1.6444634550478237e-06 8.3033661818869096e-07 -1.5061721175481002e-06 3.9588923912214387e-07 7.9251103977947281e-07 1.0220136990331717e-06 1.7149432806036204e-06 -1.3216689384617811e-06 -3.126989144859527e-06 6.8800845217727635e-07 -1.0657186153521665e-06 -7.7036030787255572e-07 -9.8119603148916208e-07 -1.0161449924339651e-06 2.2867471930762156e-06 2.9166203413903228e-07 -1.5141285404394824e-06 9.7268881646749877e-07 -1.163861045981314e-07 1.4129313778836104e-08 -1.939508405528267e-06 3.4381262560145843e-06 -1.7544248190342447e-06 -3.6052234088401745e-06 3.7722782518253401e-07 -9.6030288613168189e-07 -2.3511910978868399e-06 7.3058823210440478e-07 6.8686146564247006e-07
leaf_weight=20 31 36 21 22 21 37 21 25 33 21 30 22 29 25 20 21 33 28 21 133 1975 21 20 23 20 89 44 20 228 31
leaf_count=20 31 36 21 22 21 37 21 25 33 21 30 22 29 25 20 21 33 28 21 133 1975 21 20 23 20 89 44 20 228 31
internal_value=0 -3.76102e-07 -1.24206e-06 -1.15391e-07 -5.77258e-07 1.50382e-08 5.33295e-09 2.15549e-08 6.63776e-09 -4.54502e-07 -8.42087e-07 2.22649e-08 -2.88169e-08 9.92949e-09 1.8943e-08 2.65288e-08 5.27887e-08 -2.98501e-07 -1.05106e-07 3.21241e-08 3.40534e-08 -5.76015e-07 4.74998e-08 -6.22942e-09 2.85002e-07 -3.53497e-07 4.87907e-07 7.01022e-07 9.48938e-07 -5.04532e-07
internal_weight=0 120 84 64 43 3001 2964 2863 2838 101 80 2805 59 2774 2749 2729 2525 204 176 154 2504 54 2450 1998 452 109 343 299 248 51
internal_count=3121 120 84 64 43 3001 2964 2863 2838 101 80 2805 59 2774 2749 2729 2525 204 176 154 2504 54 2450 1998 452 109 343 299 248 51
is_linear=0
shrinkage=0.1


Tree=7797
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1348 448 160 47 33 0 16 0 484 1456 47 49 160 42 0 159 159 159 159 484 16 159 13 159 159 3
split_gain=1.66899e-09 3.93105e-08 2.16054e-08 8.47045e-09 1.63865e-09 3.3297e-09 2.47531e-09 2.22356e-09 1.50188e-08 1.35507e-08 3.75895e-08 1.21448e-08 3.91927e-09 3.6672e-09 3.11881e-09 2.51619e-09 2.35056e-09 2.43359e-09 2.70286e-09 1.95409e-09 3.80093e-09 2.42391e-09 9.07081e-09 1.71714e-08 1.3577e-08 5.34595e-09 1.38096e-08 7.79562e-09 4.26998e-09 2.55898e-09
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.095915000000000014 0.056825000000000007 0.55608500000000005 0.094160000000000008 -1.0000000180025095e-35 -0.10151999999999999 -0.11676499999999999 -0.093584999999999988 -0.078424999999999981 -0.063824999999999979 0.091210000000000013 0.14705000000000004 -0.065039999999999987 0.094365000000000018 -0.026509999999999995 0.14765500000000001 0.12895000000000004 0.108225 0.11084000000000001 0.090535000000000018 0.029300000000000003 0.10519500000000001 -0.082014999999999991 0.10382000000000001 0.097885000000000014 0.10893000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 8 -4 10 -9 -11 -13 -14 19 16 -15 18 -18 20 21 25 -23 24 -24 27 -27 28 29 -10
right_child=2 -3 4 -5 -6 -7 -8 9 14 11 -12 12 13 15 -16 -17 17 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=4.910869017206178e-08 -3.1419846074889145e-06 4.3801052362098183e-06 -2.2442559369058777e-06 -2.1213962072863522e-06 -8.76376365762813e-07 1.2647763101302277e-06 -9.7031465272196414e-07 1.4327748535885639e-07 -3.1510240686210904e-08 -2.2890692411200084e-06 5.0007585675378632e-06 -9.3352205756976519e-07 1.5793090665283672e-06 8.0165896179096316e-07 1.2201531376376806e-06 1.1520275688781112e-06 4.2980221000434964e-07 -1.2830328108037748e-06 -9.7732242466008745e-07 7.9848223397978777e-07 -1.3220143551186745e-06 2.2232693630070095e-06 2.7282891874295487e-06 -2.2761831838617281e-06 -3.5979110155689604e-07 7.2581383761871628e-07 -2.9458069472336021e-06 1.9629427562506408e-06 -1.2700960654557195e-06 4.2736619962110223e-07
leaf_weight=178 22 21 30 20 21 21 26 66 2098 24 21 30 20 24 21 20 43 20 20 30 22 23 24 24 35 20 21 20 27 129
leaf_count=178 22 21 30 20 21 21 26 66 2098 24 21 30 20 24 21 20 43 20 20 30 22 23 24 24 35 20 21 20 27 129
internal_value=0 2.6619e-07 -2.0098e-08 -1.70134e-07 3.74971e-09 1.02144e-08 9.31207e-10 9.91143e-09 -2.01264e-08 2.73159e-07 1.31577e-06 -1.78121e-07 1.08109e-07 3.20687e-07 6.62741e-09 1.22478e-07 -6.99607e-08 -3.21995e-07 -1.6904e-08 -3.6775e-09 -1.3528e-08 -1.63759e-09 4.65972e-07 -2.09897e-08 8.96377e-07 -2.30487e-08 -1.15477e-06 -2.64379e-09 -2.00847e-08 -4.92961e-09
internal_weight=0 219 2902 198 2880 2859 2838 2812 2524 288 87 201 177 147 2494 127 107 83 63 2473 2443 2421 106 83 59 2315 41 2274 2254 2227
internal_count=3121 219 2902 198 2880 2859 2838 2812 2524 288 87 201 177 147 2494 127 107 83 63 2473 2443 2421 106 83 59 2315 41 2274 2254 2227
is_linear=0
shrinkage=0.1


Tree=7798
num_leaves=31
num_cat=0
split_feature=448 447 455 42 447 34 9 1 121 9 10 4 34 2 0 0 15 0 42 0 2 4 43 0 52 45 51 159 39 0
split_gain=1.64106e-09 2.09726e-09 1.6179e-09 2.53409e-09 2.20258e-09 2.13922e-09 4.5114e-09 2.38794e-09 5.78688e-09 2.75992e-09 1.80106e-09 3.01021e-08 3.16402e-09 4.83699e-09 1.82561e-09 8.32542e-09 2.87229e-08 7.04327e-09 9.08891e-09 7.89943e-09 2.03771e-08 1.0912e-08 7.14795e-09 4.50874e-09 1.23999e-08 1.10153e-08 5.85224e-09 5.72498e-09 7.25214e-09 9.19109e-09
threshold=0.068920000000000023 0.094005000000000019 0.090605000000000019 0.088200000000000014 0.08870500000000002 -0.097449999999999981 -0.092939999999999981 0.16540500000000002 -0.094339999999999993 0.092410000000000006 -0.011559999999999999 0.053180000000000012 -0.057544999999999992 -0.090999999999999984 -0.11173999999999999 -0.10224499999999999 -0.10203999999999998 -0.097274999999999986 -0.074124999999999983 -0.094299999999999981 0.089725000000000013 -0.00059999999999999995 -0.00067499999999999993 -0.14794999999999997 0.084735000000000019 0.084355000000000013 -0.10316499999999999 0.089270000000000016 0.087470000000000006 -0.14454499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 8 -8 10 11 -10 -12 -14 23 16 -16 18 -17 20 21 -19 -20 25 27 26 -15 28 29 -25
right_child=-2 -3 3 -5 -6 6 7 -9 9 -11 12 -13 13 14 15 17 -18 19 22 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=8.1056160139425515e-07 -9.0291608785264547e-07 8.1120799306777518e-07 1.4297572465693522e-06 -1.0934151349750251e-07 -8.6381342650080727e-07 -1.4381433133662955e-06 -1.624519862533899e-06 1.0141520854868641e-06 -2.2919952270608758e-06 8.5010009263086774e-07 9.6283473199571964e-07 2.2317358624235339e-06 -1.5196501408354379e-06 -1.7021794393133948e-06 3.8013096996110111e-06 7.4088775286120594e-07 -5.8641342462038133e-07 1.019700689272106e-06 -7.3996173601963466e-07 3.4546630864993303e-09 3.3826075519982626e-06 -1.9240084733951335e-06 -3.1647847163185367e-06 -2.7728019025137961e-06 -2.6371075894076058e-06 2.3345115614858972e-06 4.2371752799596651e-08 9.3158415088992405e-07 1.1293927043100536e-06 -4.1264146276659349e-07
leaf_weight=32 20 32 20 23 30 22 22 23 38 38 34 24 21 21 25 22 37 34 31 2082 25 20 20 21 25 20 228 33 21 77
leaf_count=32 20 32 20 23 30 22 22 23 38 38 34 24 21 21 25 22 37 34 31 2082 25 20 20 21 25 20 228 33 21 77
internal_value=0 5.83216e-09 -2.56537e-09 6.06518e-07 -1.12206e-08 -2.68325e-09 -1.14632e-08 -7.94637e-10 -8.79182e-09 3.47812e-09 -7.77464e-09 -5.40874e-07 4.04236e-09 -7.75603e-09 3.82303e-09 3.97857e-08 1.18283e-06 8.06288e-09 -9.58013e-07 4.06976e-08 1.02221e-06 -7.0562e-08 -1.69087e-06 -1.81312e-07 -5.73279e-07 7.65993e-08 -1.04759e-07 -2.33834e-07 -5.57017e-07 -9.1839e-07
internal_weight=0 3101 3069 43 3026 2996 2964 2942 2919 2897 2859 62 2797 2763 2742 2296 62 2234 73 2161 79 54 51 446 177 269 249 152 119 98
internal_count=3121 3101 3069 43 3026 2996 2964 2942 2919 2897 2859 62 2797 2763 2742 2296 62 2234 73 2161 79 54 51 446 177 269 249 152 119 98
is_linear=0
shrinkage=0.1


Tree=7799
num_leaves=31
num_cat=0
split_feature=96 34 9 1 120 1 33 132 1203 394 45 455 42 48 48 48 48 160 16 160 12 48 4 16 51 151 3 47 47 3
split_gain=1.91137e-09 2.18631e-09 3.29812e-09 1.9839e-09 5.16249e-09 3.69981e-09 2.20385e-09 1.71307e-09 9.43529e-09 8.90415e-09 1.64427e-09 1.6509e-09 5.21656e-09 1.97837e-09 1.01218e-08 7.08722e-09 5.55101e-09 3.75228e-09 8.89038e-09 8.14012e-09 5.12718e-09 1.07633e-08 4.16909e-09 5.70101e-09 1.03453e-08 4.4371e-09 2.86821e-09 1.59073e-08 1.91908e-08 1.20893e-08
threshold=0.090365000000000015 -0.097449999999999981 -0.092939999999999981 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 -0.0066799999999999993 -0.083449999999999983 0.089480000000000018 0.12358500000000001 0.094030000000000016 0.08729000000000002 0.083935000000000023 0.089025000000000007 0.090225000000000014 0.087555000000000008 0.086035000000000014 0.098320000000000005 -0.062804999999999986 0.088755000000000014 0.095565000000000011 0.10833500000000001 0.24564500000000003 -0.018494999999999998 0.092235000000000011 -0.077959999999999988 -0.042499999999999989 0.092165000000000011 1.0000000180025095e-35 -0.055119999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 -8 10 11 13 -13 15 -15 16 26 19 -19 20 22 -22 23 24 -16 -25 29 28 -28 -9
right_child=-2 2 3 -5 -6 -7 7 9 -10 -11 -12 12 -14 14 17 -17 -18 18 -20 -21 21 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=7.9232096238359077e-07 -9.508165086507298e-07 -1.1955143562495916e-06 1.0022490807221569e-06 9.7509020763806943e-07 -1.1433236966677914e-06 1.3067281809174926e-06 -5.9721227469506431e-08 8.1895683400388278e-09 -2.3437673291937248e-06 2.0224410974701747e-06 -7.3373509053453749e-07 1.740963877885158e-06 -2.7247251683005039e-07 -2.2978670206054052e-06 2.2975250280004339e-06 1.4885506614477476e-06 -1.2750664912649277e-06 2.3215927797082259e-06 -6.2437071825965656e-07 -1.9731141391569433e-06 -2.2403696559963309e-06 5.0835742269685263e-07 -7.8207004982097121e-07 -1.0844035225619013e-06 -1.5166627851131661e-07 3.4956481142575618e-07 2.6369769001835917e-07 -2.1662170277068072e-06 3.3760540185921531e-06 -2.251216981600616e-06
leaf_weight=35 21 23 22 21 39 22 189 1786 20 22 30 22 31 22 35 33 33 20 21 24 29 28 37 31 34 71 350 25 21 24
leaf_count=35 21 23 22 21 39 22 189 1786 20 22 30 22 31 22 35 33 33 20 21 24 29 28 37 31 34 71 350 25 21 24
internal_value=0 6.44169e-09 -2.53246e-09 6.48745e-09 -2.45636e-10 1.47041e-08 5.10119e-09 -2.36554e-09 -2.7829e-07 1.87661e-08 2.48209e-09 1.07326e-08 5.63294e-07 -4.2816e-10 -2.21028e-07 3.37492e-08 1.23073e-08 -8.25717e-08 8.12685e-07 -2.0958e-07 -4.98641e-08 -8.90118e-07 1.80398e-07 3.88651e-07 1.09068e-06 -8.62491e-08 3.15654e-08 2.75343e-07 4.39869e-07 -2.17694e-08
internal_weight=0 3100 3065 3042 3021 2982 2960 2938 209 2729 2707 2677 53 2624 352 2272 2239 330 41 289 265 57 208 171 69 102 2206 396 371 1810
internal_count=3121 3100 3065 3042 3021 2982 2960 2938 209 2729 2707 2677 53 2624 352 2272 2239 330 41 289 265 57 208 171 69 102 2206 396 371 1810
is_linear=0
shrinkage=0.1


Tree=7800
num_leaves=31
num_cat=0
split_feature=96 34 34 34 9 3 9 15 481 52 52 52 52 4 481 133 481 1456 1 481 483 15 158 15 1208 1208 403 403 1210 401
split_gain=1.54819e-09 1.77093e-09 3.21132e-09 7.83052e-09 6.38871e-09 1.68333e-08 5.79391e-09 1.51119e-09 7.00007e-09 7.05574e-09 1.25477e-08 5.131e-09 8.83298e-09 7.8002e-09 2.51731e-09 1.34338e-08 6.24078e-09 4.94435e-09 4.16048e-09 2.99759e-09 2.50954e-09 3.70737e-09 3.39168e-09 4.40241e-09 2.99442e-09 3.63873e-09 2.68338e-09 1.33089e-08 4.5326e-09 4.36988e-09
threshold=0.090365000000000015 -0.097449999999999981 -0.083689999999999987 -0.057544999999999992 0.091600000000000015 -0.13309499999999996 0.082870000000000013 0.11461000000000002 -0.0050099999999999988 0.51358000000000004 0.41423000000000004 0.17829500000000004 0.10263500000000002 -0.053309999999999989 -0.087424999999999989 0.086990000000000012 -0.085629999999999984 0.082505000000000009 0.077565000000000009 -0.08347499999999998 -0.47181499999999993 0.11171000000000002 0.11817500000000002 -0.066844999999999988 0.11846000000000001 0.106285 -0.53960999999999981 -0.55276999999999987 -0.3960249999999999 0.13522500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 7 14 -9 10 11 12 13 -10 15 17 -16 18 -5 -18 -21 22 24 -24 25 26 27 -22 -28 -30
right_child=-2 2 3 4 5 -7 -8 8 9 -11 -12 -13 -14 -15 16 -17 19 -19 -20 20 21 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=7.1308885935650328e-07 -8.5573486514823306e-07 -9.8343196021122638e-07 1.8881552715687246e-06 -1.4416778857651024e-06 1.1209292594571707e-06 -2.6244348578075006e-06 1.6687132518286707e-06 1.9958039198778958e-06 1.7995167110841847e-06 1.579544419008436e-06 -2.2479945487248188e-06 1.5570933872210014e-06 -1.56697986700896e-06 -3.6572526711574389e-07 1.3885494690502044e-06 -2.5085620163736168e-06 -1.1788275521951164e-06 1.5260152172302811e-06 4.7676429630882923e-07 9.9045684282828008e-07 -9.7314271529501723e-07 -1.2043733162359927e-06 1.9698301180735303e-07 -1.6857317088234023e-06 1.2012148788119789e-06 -1.1747378679799045e-06 -1.462011269246605e-06 2.5870699703643498e-06 8.413174850186762e-10 1.4497509926600506e-06
leaf_weight=35 21 33 22 20 20 30 21 21 28 26 25 23 29 41 32 25 22 20 26 25 21 26 23 27 21 26 21 21 2369 21
leaf_count=35 21 33 22 20 20 30 21 21 28 26 25 23 29 41 32 25 22 20 26 25 21 26 23 27 21 26 21 21 2369 21
internal_value=0 5.7927e-09 -2.2841e-09 8.39462e-09 -5.34449e-09 -1.12629e-06 1.35904e-08 1.76406e-09 2.72242e-07 6.18067e-08 -2.08475e-07 2.12913e-07 -1.02558e-07 5.12924e-07 -1.72462e-08 -5.34411e-07 4.79608e-10 2.13373e-07 -3.57341e-07 -1.64545e-08 -6.62284e-09 -1.62995e-08 -4.18578e-09 -8.19683e-07 1.21242e-08 2.05119e-09 1.45243e-08 8.06964e-07 7.19874e-10 1.35723e-08
internal_weight=0 3100 3065 3032 3010 50 2960 2939 193 172 146 121 98 69 2746 91 2655 66 46 2623 2601 2576 2550 50 2500 2479 2453 42 2411 2390
internal_count=3121 3100 3065 3032 3010 50 2960 2939 193 172 146 121 98 69 2746 91 2655 66 46 2623 2601 2576 2550 50 2500 2479 2453 42 2411 2390
is_linear=0
shrinkage=0.1


Tree=7801
num_leaves=31
num_cat=0
split_feature=421 9 9 12 147 1348 34 2 2 10 46 46 148 0 40 120 39 39 39 124 40 124 123 457 457 457 484 475 150 16
split_gain=1.4628e-09 2.95023e-09 4.65771e-09 4.22101e-09 2.26077e-09 2.92821e-09 3.03006e-09 3.1715e-09 3.36752e-09 5.44566e-09 1.81777e-09 2.927e-09 1.89732e-09 2.49262e-09 1.48126e-09 3.03534e-09 1.91063e-09 3.04147e-09 2.8383e-09 3.98315e-09 3.18228e-09 2.52931e-09 3.13585e-09 2.37195e-09 4.82034e-09 5.27974e-09 2.98901e-09 1.18566e-08 1.09871e-08 1.85687e-08
threshold=-1.0000000180025095e-35 0.092410000000000006 0.088235000000000022 -0.015429999999999998 0.097985000000000017 0.089175000000000018 -0.097449999999999981 -0.080614999999999978 -0.0091949999999999983 -0.0087699999999999983 0.10987500000000001 0.083550000000000013 1.0000000180025095e-35 -0.23811499999999999 -0.24290999999999999 0.088020000000000015 0.11402500000000002 0.10713500000000002 0.10076500000000001 0.0049200000000000008 -0.083564999999999987 -0.08645499999999999 0.092000000000000012 -0.22896499999999997 -0.098834999999999992 -0.089059999999999986 0.086135000000000017 -0.085734999999999992 0.10874500000000002 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 6 -2 -8 9 -9 11 12 13 -10 -15 16 17 18 19 20 -16 -22 23 -23 -25 -26 28 -28 -27 -30
right_child=1 3 -4 -5 -6 -7 7 8 10 -11 -12 -13 -14 14 15 -17 -18 -19 -20 -21 21 22 -24 24 25 26 27 -29 29 -31
leaf_value=-8.5247803269794533e-07 1.202624538823979e-06 -2.7992267632725997e-07 -1.3943432369008711e-06 1.6104061085805462e-06 -7.6220997627648274e-07 1.1906848174346255e-06 1.0377624315377285e-06 2.5310460690282827e-08 1.0053069654532011e-06 -2.1049597177125178e-06 9.5102112140921236e-07 -1.1053605978380196e-06 -8.8168019149274341e-07 -8.5519468939310184e-07 -1.0097165469900457e-06 1.1282150342850628e-06 -6.6263086420465625e-07 1.1299615983044002e-06 -1.0613359776243671e-06 1.2916143703023409e-06 8.9305425259311739e-07 9.9795957927047629e-07 -1.2185051563814602e-06 -1.3825614059896908e-06 1.5210553674873867e-06 -4.2664369553586529e-10 2.5504368295514725e-06 1.0811861322610321e-07 7.7634966627930924e-08 -3.6013275200235988e-06
leaf_weight=20 21 21 24 27 38 21 29 30 25 20 20 24 24 20 31 24 43 24 25 24 32 24 21 25 23 2176 22 206 34 23
leaf_count=20 21 21 24 27 38 21 29 30 25 20 20 24 24 20 31 24 43 24 25 24 32 24 21 25 23 2176 22 206 34 23
internal_value=0 5.4949e-09 -6.73531e-09 7.83387e-07 4.25927e-09 1.39971e-08 5.67708e-09 -2.84645e-09 -1.31813e-08 -8.26798e-07 9.93236e-10 -5.67363e-09 3.66554e-09 1.12488e-08 2.29977e-09 8.52026e-09 -1.3124e-09 9.25886e-09 -8.29988e-10 9.20888e-09 -2.55181e-09 9.5217e-09 -1.5484e-09 8.54086e-09 -9.23491e-10 1.29819e-08 -1.11226e-09 3.43781e-07 -3.63275e-08 -1.40686e-06
internal_weight=0 3101 3053 48 3029 2991 2970 2949 2920 50 2870 2850 2826 2802 2777 2757 2733 2690 2666 2641 2617 2586 2554 2533 2509 2484 2461 228 2233 57
internal_count=3121 3101 3053 48 3029 2991 2970 2949 2920 50 2870 2850 2826 2802 2777 2757 2733 2690 2666 2641 2617 2586 2554 2533 2509 2484 2461 228 2233 57
is_linear=0
shrinkage=0.1


Tree=7802
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 1429 156 13 13 52 484 16 3 133 15 13 3 448 447 49 3 4 52 52 52 52 1209 133 133 12 4
split_gain=1.39352e-09 3.8135e-08 1.92166e-08 8.30041e-09 1.55432e-09 4.62133e-09 1.66094e-09 9.29584e-09 6.4591e-09 5.04636e-09 7.81502e-09 1.24261e-08 5.27461e-09 4.77675e-09 4.61202e-09 7.59286e-09 2.0966e-09 2.13752e-09 5.06416e-09 2.71575e-09 2.46878e-09 8.64239e-09 2.30309e-09 1.08428e-08 1.02858e-08 5.47986e-09 6.58744e-09 1.87748e-08 2.20315e-08 1.3576e-08
threshold=-0.083284999999999984 0.10022000000000002 0.12679500000000002 0.089480000000000018 -0.23752499999999996 0.32523500000000005 0.095710000000000017 0.084330000000000016 -0.54906499999999991 0.090535000000000018 -0.094359999999999986 -0.10519499999999998 0.099660000000000012 -0.031204999999999997 0.27020000000000005 -0.10831999999999999 0.030280000000000001 0.089710000000000026 -0.049039999999999993 -0.16726499999999997 -0.51843499999999987 -0.015539999999999998 0.085540000000000019 0.084505000000000011 0.086450000000000013 -0.084519999999999984 0.085265000000000021 0.090665000000000009 0.086850000000000024 -0.080744999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 6 7 16 -8 10 11 -10 13 -12 15 -15 17 19 -19 -6 21 -21 23 -22 -24 -26 -27 28 -28 -29
right_child=2 -3 -4 -5 5 -7 8 -9 9 -11 12 -13 -14 14 -16 -17 -18 18 -20 20 22 -23 24 -25 25 26 27 29 -30 -31
leaf_value=3.0516977585137471e-08 -8.75426985089689e-07 4.2951739244147444e-06 -3.1073821901372868e-06 -2.118092194507426e-06 1.1520323943159383e-06 1.5239818299050968e-06 1.733038505318081e-06 -1.7473632283326879e-06 1.1020044578597461e-07 -1.2418214547201737e-06 -5.621019329358847e-07 3.1710653236890119e-06 -1.3723913955995418e-06 2.4839498249680976e-06 -5.2746097629136306e-07 7.9386978376501719e-08 -8.9855782859488572e-07 -2.4077220283166194e-07 1.875788975098658e-06 3.8222606235649437e-07 -3.112800288260444e-08 -2.3198713645911086e-06 1.9269668362011867e-06 -1.8099553234865849e-06 -1.2567274855731133e-06 -1.1146342805186397e-07 5.1966077745209282e-08 1.599962140988706e-06 4.0607994225281589e-06 -4.0872376836070001e-07
leaf_weight=178 20 21 20 20 20 20 26 31 36 26 56 21 28 24 23 29 26 26 20 29 1636 20 31 35 30 427 26 44 29 143
leaf_count=178 20 21 20 20 20 20 26 31 36 26 56 21 28 24 23 29 26 26 20 29 1636 20 31 35 30 427 26 44 29 143
internal_value=0 2.43237e-07 -1.83602e-08 -1.86514e-07 3.07645e-09 9.21554e-09 -1.44432e-09 -2.61627e-08 2.34989e-07 7.47036e-08 2.32444e-07 1.23789e-06 -1.25745e-07 1.38695e-07 6.55071e-07 1.16825e-06 -5.17249e-09 4.05963e-09 6.79472e-07 -8.5189e-09 -1.79928e-08 -7.20671e-07 -3.65242e-09 -6.83865e-08 1.44527e-07 6.5477e-08 1.24769e-07 5.41591e-07 2.16571e-06 6.39082e-08
internal_weight=0 219 2902 198 2882 2862 2842 2573 269 243 217 57 160 132 76 53 2542 2516 46 2470 2450 49 2401 1671 730 699 669 242 55 187
internal_count=3121 219 2902 198 2882 2862 2842 2573 269 243 217 57 160 132 76 53 2542 2516 46 2470 2450 49 2401 1671 730 699 669 242 55 187
is_linear=0
shrinkage=0.1


Tree=7803
num_leaves=31
num_cat=0
split_feature=16 12 12 2 475 376 474 474 1375 52 48 1375 1375 1375 1429 51 13 475 1373 51 51 151 160 16 15 448 0 13 13 0
split_gain=1.46775e-09 9.6322e-09 1.85092e-08 9.83164e-09 4.07846e-09 1.90569e-09 1.76618e-09 3.17962e-09 2.398e-09 6.55975e-09 9.15179e-09 4.81405e-09 4.2388e-09 5.41013e-09 2.47378e-09 1.3766e-08 2.39289e-08 1.5258e-08 8.55765e-09 6.69929e-09 3.65765e-09 3.48925e-09 1.79966e-08 1.08637e-08 9.04858e-09 3.40919e-09 4.2255e-09 2.92324e-09 1.21873e-08 1.70752e-08
threshold=0.62682500000000008 0.090695000000000012 0.098330000000000015 0.10912000000000001 0.12518500000000002 0.11430500000000002 0.11568500000000002 0.11134000000000001 0.087820000000000023 -0.080979999999999983 0.094195000000000015 0.08456000000000001 0.083715000000000026 0.060690000000000008 0.083715000000000026 -0.085604999999999987 -0.020934999999999999 -0.085684999999999997 1.0000000180025095e-35 -0.083899999999999988 -0.020454999999999997 0.057610000000000008 0.081905000000000019 -0.083134999999999987 -0.026084999999999994 0.030280000000000001 -0.24955499999999997 -0.083499999999999977 -0.085584999999999981 -0.086234999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 6 7 8 11 -10 -11 12 13 14 18 16 -16 -17 21 -19 -21 25 23 -23 -25 26 -1 28 -28 -30
right_child=1 2 -4 -5 -6 -7 -8 -9 9 10 -12 -13 -14 -15 15 17 -18 19 -20 20 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=1.2117381887340648e-06 -7.7914099089563625e-07 -3.417721567846298e-06 3.2636235265536313e-07 2.2808370103922199e-06 1.3688225568454403e-06 9.0904547663661154e-07 -8.4170004720363073e-07 1.125349445601387e-06 8.7870808329171279e-07 -2.7387495368781278e-06 1.7979487416769621e-07 1.1553023666819071e-06 -1.171335807450833e-06 1.6034997453099702e-06 -4.4166184221694501e-06 2.6475586284778855e-06 -2.1402627214210195e-07 -1.7203663124594945e-06 1.5930055463500406e-06 9.1443604127840053e-07 -5.5492804076351374e-07 -1.1383476110470813e-06 -2.9129349425147669e-06 2.7645718989788297e-06 -4.1780973097721242e-08 -1.1654360728622731e-06 5.1790473546884074e-09 8.9805499965118432e-08 -3.1383118645804174e-06 -2.479858450972946e-07
leaf_weight=30 21 23 31 21 22 23 25 25 20 22 21 36 31 21 20 22 42 24 34 36 32 37 25 20 27 24 632 1683 31 60
leaf_count=30 21 23 31 21 22 23 25 25 20 22 21 36 31 21 20 22 42 24 34 36 32 37 25 20 27 24 632 1683 31 60
internal_value=0 -3.84945e-07 -1.26834e-06 7.50848e-07 1.22234e-08 2.28492e-09 -4.71356e-09 2.36754e-09 -7.21422e-09 -6.17502e-07 -1.31341e-06 6.19636e-09 -8.41607e-09 4.45911e-09 -7.62432e-09 -3.70466e-07 -1.5697e-06 2.8175e-07 1.69089e-08 -2.83987e-07 2.22971e-07 -3.95026e-09 -5.57604e-07 1.43387e-07 1.15241e-06 2.05816e-08 3.22665e-08 1.75598e-08 -1.50614e-07 -1.2326e-06
internal_weight=0 96 54 42 3025 3003 2980 2955 2930 63 43 2867 2831 2800 2779 176 62 114 2603 92 68 2569 109 84 47 2460 2436 2406 723 91
internal_count=3121 96 54 42 3025 3003 2980 2955 2930 63 43 2867 2831 2800 2779 176 62 114 2603 92 68 2569 109 84 47 2460 2436 2406 723 91
is_linear=0
shrinkage=0.1


Tree=7804
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 12 3 3 15 0 1348 448 160 12 43 1 16 1208 1208 1208 401 0 42 133 4 133 52 4 1209 403 1209
split_gain=1.46475e-09 1.3082e-08 4.54519e-09 1.71044e-09 3.38028e-09 2.49849e-09 2.24883e-09 2.06882e-09 2.08093e-09 1.60367e-09 3.97963e-09 2.17724e-09 1.81163e-09 3.58316e-09 8.02064e-09 7.35688e-09 2.1431e-09 2.97883e-09 2.23011e-09 2.26337e-09 9.64369e-09 4.72132e-09 3.63115e-09 4.95543e-09 2.72397e-09 1.62893e-08 9.3355e-09 3.84971e-09 2.35482e-08 7.04294e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11232500000000002 0.12477500000000001 -0.073309999999999986 -0.083154999999999993 0.08517000000000001 -0.086074999999999985 0.095915000000000014 0.056825000000000007 0.55608500000000005 0.11650500000000001 -0.23714499999999997 0.13743000000000002 -0.065999999999999989 0.11846000000000001 0.10480500000000002 0.094315000000000024 -1.0000000180025095e-35 -0.072594999999999979 0.11747 0.50628500000000021 -0.03898999999999999 0.26753000000000005 0.088555000000000009 -0.081114999999999979 -0.084629999999999997 -0.0047449999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 8 -1 10 11 12 16 -14 15 -15 17 18 19 20 21 -3 24 -24 27 26 -26 28 -21 -29
right_child=1 9 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 -20 22 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=2.9413659603960699e-07 2.505797411209815e-06 -5.7565466194914893e-07 -1.4635676860861066e-06 -1.5022708928633869e-06 2.7146825773559704e-07 7.8055860273563769e-07 -1.118630565173362e-06 9.5152443407187088e-07 -7.6994612306728369e-07 -8.6986951232791491e-07 1.3787529724140768e-06 -9.1383707247525944e-07 1.2386432922539826e-06 2.1222506159715304e-06 -1.6466814074755394e-06 -2.5830915700787635e-07 9.7214976154770163e-07 -1.0268757007687438e-06 1.0185772929443851e-06 2.8419476212480664e-06 -2.074857877687464e-06 1.3670490318418162e-06 2.0585055358424146e-06 -1.6757504170072937e-07 -3.3882221930525702e-06 1.5310116339151136e-06 -3.6940944001105982e-07 -1.7969075822127875e-06 -1.6229163471897274e-06 5.8489559607903554e-10
leaf_weight=40 21 29 27 22 21 38 20 20 34 21 21 26 35 21 21 34 22 29 21 27 27 22 20 20 20 22 21 22 21 2376
leaf_count=40 21 29 27 22 21 38 20 20 34 21 21 26 35 21 21 34 22 29 21 27 27 22 20 20 20 22 21 22 21 2376
internal_value=0 1.89553e-08 -2.47563e-07 -7.91935e-08 -6.36026e-07 7.83316e-08 -1.55744e-07 4.91254e-08 -1.94766e-07 8.09455e-10 7.20927e-09 -2.94674e-09 5.48143e-09 4.01414e-07 1.58479e-08 6.50632e-07 -1.08018e-08 -1.88799e-08 -7.84065e-09 -1.60457e-08 -5.46668e-07 2.62374e-07 1.91413e-10 9.45465e-07 -1.48787e-08 -6.64124e-07 -1.842e-06 1.84345e-09 8.8857e-07 -1.59059e-08
internal_weight=0 2899 222 195 43 152 114 94 74 2878 2857 2836 2810 111 76 55 2699 2677 2648 2627 78 51 2549 40 2509 63 41 2446 48 2398
internal_count=3121 2899 222 195 43 152 114 94 74 2878 2857 2836 2810 111 76 55 2699 2677 2648 2627 78 51 2549 40 2509 63 41 2446 48 2398
is_linear=0
shrinkage=0.1


Tree=7805
num_leaves=31
num_cat=0
split_feature=1208 1208 16 1210 1213 403 484 403 50 43 52 13 3 403 130 1209 13 401 401 393 1186 1211 1200 1212 1212 1212 1212 400 1212 42
split_gain=1.68242e-09 2.40459e-09 3.25026e-09 1.66696e-09 3.19206e-08 2.15068e-09 1.0861e-08 1.02059e-08 7.30031e-09 5.83603e-09 8.29395e-09 5.38423e-09 4.2785e-09 6.13578e-09 5.90478e-09 1.17958e-08 5.157e-09 3.03248e-09 3.80777e-09 2.7965e-09 2.54165e-09 2.19147e-09 2.31263e-09 2.44383e-09 6.44774e-09 7.42882e-09 5.92151e-09 2.88309e-09 1.98661e-09 6.13418e-09
threshold=0.12461500000000002 0.10233500000000001 -0.079504999999999978 -0.099939999999999987 -0.083944999999999978 -0.085804999999999979 -0.081614999999999979 -0.5492149999999999 0.096120000000000025 0.055925000000000009 0.10611000000000001 -0.085384999999999975 -0.083489999999999995 -0.49218499999999993 0.08610000000000001 0.085415000000000005 -0.015874999999999997 -0.46360499999999999 -0.13200999999999999 0.11170000000000001 -0.086714999999999987 0.10326000000000002 0.090100000000000013 0.10083000000000002 0.091580000000000009 0.087615000000000012 0.086860000000000007 -0.083804999999999977 0.088215000000000016 -0.085874999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -5 -8 9 10 11 -9 13 -13 15 28 -14 -7 -19 20 -20 22 23 24 25 26 27 -22 29 -15
right_child=-2 2 -4 5 -6 17 7 8 -10 -11 -12 12 16 14 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.44481569792883e-06 -9.1423182425387504e-07 1.6789891617463583e-06 -1.022672785482081e-07 -1.9760137983363772e-06 -2.4162086992873815e-06 -9.6405099758853524e-07 2.4504187618648842e-06 1.2968487816856902e-06 2.0281182985724755e-06 1.7087433797141351e-06 -1.6212124060937891e-06 1.829533075944515e-06 -1.8466238452674587e-06 -1.7667249393150049e-06 -1.3029925294664021e-06 2.52301438649738e-06 9.8061144342409535e-08 1.3276225207023563e-06 9.1694781758633334e-07 -1.0562670940299331e-06 -1.1365162341310983e-06 7.5004443608071997e-07 1.0351955714682504e-06 -1.0486451980540323e-06 1.447608352809139e-06 -1.4781740532043843e-06 1.6021673962479159e-06 -3.4863746738266094e-08 5.7272941334034579e-07 2.4850808557630447e-07
leaf_weight=22 20 20 21 21 35 34 22 36 21 21 29 21 25 23 28 20 30 21 29 26 24 36 20 24 29 36 22 2334 27 44
leaf_count=22 20 20 21 21 35 34 22 36 21 21 29 21 25 23 28 20 30 21 29 26 24 36 20 24 29 36 22 2334 27 44
internal_value=0 5.89491e-09 7.66638e-07 -4.29805e-09 -5.40024e-07 5.87057e-09 2.32323e-07 3.65968e-07 2.24867e-07 1.003e-07 -1.90541e-08 1.6387e-07 -2.3228e-08 2.34111e-07 -1.83188e-09 3.17751e-07 -7.85887e-07 -2.57554e-08 -1.34901e-08 -2.44061e-08 -1.39016e-08 -2.45926e-08 -3.57967e-08 -4.44722e-08 -3.46153e-08 -5.24069e-08 -3.08406e-08 -4.60765e-08 -1.51453e-07 -4.43288e-07
internal_weight=0 3101 41 3060 57 3003 368 347 325 304 283 254 218 163 142 114 55 2635 2601 2580 2554 2525 2489 2469 2445 2416 2380 2358 94 67
internal_count=3121 3101 41 3060 57 3003 368 347 325 304 283 254 218 163 142 114 55 2635 2601 2580 2554 2525 2489 2469 2445 2416 2380 2358 94 67
is_linear=0
shrinkage=0.1


Tree=7806
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1186 391 128 13 1185 128 393 13 40 42 13 13 16 0 3 1428 157 128 3 128 41 1 33 0 11 0
split_gain=1.54358e-09 4.11848e-08 1.98367e-08 9.92369e-09 1.50476e-09 3.09077e-09 2.00463e-09 7.40975e-09 6.92855e-09 3.05085e-09 2.67997e-09 2.34429e-09 1.47393e-08 7.91767e-09 6.81256e-09 3.69028e-09 6.90148e-09 8.32601e-09 5.43422e-09 4.10346e-09 3.10768e-09 2.99981e-09 8.06712e-09 4.90241e-09 2.91793e-09 1.19863e-08 7.12317e-09 3.32545e-09 2.92489e-09 3.11127e-09
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.090275000000000008 -0.085594999999999991 0.10773500000000001 0.01128 0.088895000000000016 0.10318000000000001 0.09389500000000002 0.24813000000000004 -0.24452499999999996 -0.11466499999999999 0.19762500000000002 0.10002500000000002 0.26676500000000009 -0.08095999999999999 -0.13309499999999996 -0.071779999999999997 0.51508000000000009 0.089745000000000005 -0.091354999999999978 0.085955000000000018 0.08690500000000001 0.085475000000000009 -0.0066799999999999993 0.16094000000000003 0.095360000000000014 0.11070500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 8 -8 9 10 11 12 -7 -13 15 19 17 -17 -19 -14 21 23 -23 24 26 -26 -21 28 29 -28
right_child=2 -3 4 -5 -6 6 7 -9 -10 -11 -12 13 14 -15 -16 16 -18 18 -20 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=2.6095530362853354e-08 -3.010701211988734e-06 4.2592267974491142e-06 -1.1592506681430995e-06 -2.3245832576890281e-06 6.371402938120318e-07 2.7042208034799844e-06 1.7891643390536656e-06 -5.128861622669602e-07 -1.7748660540787982e-06 1.1797470015360226e-06 8.7964477937502503e-07 2.3226693131780018e-07 -1.1048398383601515e-06 -2.2493023919878396e-06 -1.6314934371691311e-06 1.7069545443202676e-06 1.9181757255840432e-06 4.9568462280283846e-07 -1.4448432178567366e-06 1.551066850816855e-06 1.1425848934658976e-06 -2.3499480641930858e-06 2.2606827888965553e-07 1.3566122443255434e-06 -2.7088469209957111e-06 3.0222678420754023e-07 -2.2387881740814347e-08 -1.278748218932638e-06 -1.0688919919980086e-06 6.9061761224918973e-07
leaf_weight=176 22 23 23 20 37 20 27 29 22 22 34 36 35 20 26 23 28 27 31 29 23 20 31 26 20 39 2142 21 26 63
leaf_count=176 22 23 23 20 37 20 27 29 22 22 34 36 35 20 26 23 28 27 31 29 23 20 31 26 20 39 2142 21 26 63
internal_value=0 2.55997e-07 -1.93248e-08 -2.1377e-07 3.52603e-09 -4.72009e-09 4.69629e-09 5.97031e-07 -7.3047e-09 6.87705e-09 -2.6094e-09 -1.37772e-08 -1.44888e-10 -6.54008e-07 -2.0868e-08 -4.66201e-09 5.64791e-07 9.69543e-08 -5.41494e-07 -2.9741e-08 -1.43195e-08 -2.53285e-08 -7.84134e-07 -8.97214e-09 -2.41453e-08 -7.18476e-07 -6.18584e-09 -2.62393e-08 -1.44496e-08 -2.0163e-09
internal_weight=0 219 2902 196 2880 2843 2820 56 2764 2742 2720 2686 2630 56 2610 2584 109 81 58 2475 2440 2417 51 2366 2340 59 2281 2252 2231 2205
internal_count=3121 219 2902 196 2880 2843 2820 56 2764 2742 2720 2686 2630 56 2610 2584 109 81 58 2475 2440 2417 51 2366 2340 59 2281 2252 2231 2205
is_linear=0
shrinkage=0.1


Tree=7807
num_leaves=31
num_cat=0
split_feature=1209 1212 1212 43 43 1213 1212 401 12 1212 1210 16 1208 1210 1210 1211 1203 400 1186 394 129 394 3 1213 133 1212 1213 16 12 475
split_gain=1.61542e-09 1.69173e-09 2.34398e-08 2.23893e-08 4.27747e-08 1.52799e-08 2.63487e-09 2.55389e-09 1.20096e-08 1.05156e-08 2.96831e-09 6.78483e-09 3.4082e-09 3.77023e-09 2.49582e-09 3.13337e-09 2.83776e-09 1.08466e-08 4.34539e-09 2.35291e-09 2.86442e-09 2.78761e-09 1.91654e-09 1.68732e-09 3.99206e-09 6.45038e-09 2.78676e-09 2.22463e-09 1.77267e-08 2.79991e-09
threshold=-0.14444499999999996 -0.087464999999999987 -0.089544999999999986 -0.0047449999999999992 -0.0011349999999999999 -0.09280999999999999 -0.063924999999999996 -1.0000000180025095e-35 0.097575000000000009 0.11387000000000001 0.0028200000000000005 -0.073849999999999985 0.098655000000000007 -0.13847499999999999 -0.089089999999999989 0.11048500000000001 0.088820000000000024 -0.08131999999999999 -0.11456499999999999 -0.14580499999999996 -0.075474999999999987 -0.087044999999999997 -0.078244999999999995 -0.087529999999999983 -0.012979999999999998 0.08401500000000002 -0.085284999999999986 0.63167000000000006 0.090695000000000012 0.13528000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -3 8 9 -8 12 -12 13 -9 -15 16 18 -18 -16 -20 21 -21 -6 24 25 -22 -25 29 -29 -28
right_child=1 6 -4 4 22 -7 7 10 -10 -11 11 -13 -14 14 15 -17 17 -19 19 20 23 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=8.9585495970823099e-07 -1.1094589830639551e-07 8.3843131245717626e-07 -3.5222767394316181e-06 5.1901168973245155e-06 -6.2747085624102839e-07 -3.6562153820796087e-06 -3.2753760105208584e-06 1.2088976466027536e-06 1.2683271982248038e-06 -1.0715180255002368e-07 -2.1072621620987776e-07 2.200823103066796e-06 -1.2997512385481969e-06 -1.0869820444202647e-06 1.4438736202681044e-06 9.758972999296736e-07 -2.3927717843039518e-06 3.5864440441083679e-07 -7.7128940257026464e-07 1.6857383940660499e-06 9.0384235943108043e-07 1.6126034267927026e-08 4.7912881533538271e-07 -1.1119622206973399e-06 1.5290137956943301e-06 -1.335077482425814e-06 1.229134118732964e-10 1.0446097621000077e-06 -2.184545286688851e-06 1.1883485160524289e-06
leaf_weight=20 31 38 20 20 34 20 20 26 22 22 28 20 20 21 21 33 23 38 39 20 31 20 29 23 24 22 2348 34 34 20
leaf_count=20 31 38 20 20 34 20 20 26 22 22 28 20 20 21 21 33 23 38 39 20 31 20 29 23 24 22 2348 34 34 20
internal_value=0 -5.76507e-09 -3.28871e-07 1.47757e-07 1.161e-06 -1.50125e-06 1.11193e-08 3.12212e-10 -6.24401e-07 -1.61583e-06 1.43655e-08 7.94086e-07 9.8454e-10 1.03525e-08 -9.7512e-10 7.37878e-09 -4.47184e-09 -6.78775e-07 1.11323e-08 -3.73471e-10 1.1298e-08 8.50932e-07 -1.18084e-07 -1.94544e-09 4.5901e-07 -2.55206e-08 -1.63796e-08 -6.0354e-09 -5.69968e-07 1.01586e-08
internal_weight=0 3101 154 134 83 51 2947 2909 64 42 2845 48 2797 2777 2751 2730 2697 61 2636 2615 2576 40 63 2536 77 53 2459 2436 68 2368
internal_count=3121 3101 154 134 83 51 2947 2909 64 42 2845 48 2797 2777 2751 2730 2697 61 2636 2615 2576 40 63 2536 77 53 2459 2436 68 2368
is_linear=0
shrinkage=0.1


Tree=7808
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 401 403 50 484 159 0 3 42 15 15 403 403 1210 132 1211 0 0 1212 2 0 1212 1213 2 403 2 130
split_gain=1.59208e-09 2.14464e-09 1.71685e-09 4.1471e-09 2.2959e-09 1.95601e-09 9.3855e-09 6.65789e-09 9.66008e-09 5.34144e-09 1.25748e-08 1.1486e-08 6.22206e-09 9.99157e-09 4.21853e-09 2.0071e-08 1.80177e-08 1.17434e-08 5.62688e-08 4.50025e-08 5.77567e-09 1.48596e-08 2.62824e-08 1.29808e-08 1.06893e-08 6.82781e-09 5.48257e-09 4.12192e-09 1.02293e-08 5.55062e-09
threshold=0.12461500000000002 0.10837500000000001 0.092250000000000013 -0.092099999999999987 0.13522500000000001 -0.085804999999999979 0.090630000000000016 -0.081614999999999979 -1.0000000180025095e-35 -0.069954999999999976 -0.07359499999999998 0.090990000000000015 0.087260000000000018 0.088345000000000021 -0.0038999999999999994 -0.0076149999999999994 -0.065674999999999983 -0.083284999999999984 0.11048500000000001 -0.082484999999999989 -0.085804999999999979 0.087615000000000012 0.084755000000000011 -0.082394999999999982 0.086920000000000011 -0.077179999999999985 0.085625000000000021 -0.090774999999999981 0.084515000000000021 0.086055000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -9 10 11 12 27 -14 15 17 -16 19 20 26 24 22 -22 -23 -19 -25 -7 29 -29 -10
right_child=-2 -3 -4 4 -6 14 -8 8 9 -11 -12 -13 13 -15 16 -17 -18 18 -20 -21 21 23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=1.196805842953146e-06 -8.8934142013386002e-07 9.6779114518658784e-07 -6.8797702997219151e-07 -1.7084940040490437e-06 -9.404141768352649e-07 -2.0209678734772752e-06 1.8283007331333604e-06 2.2451217687159356e-06 6.8749064284264293e-09 1.2895097198869128e-06 -2.4663119767237298e-06 1.7888480155146254e-06 -2.7607869045906147e-06 8.7026128677994819e-08 3.0056390824029223e-06 -3.3668299893395759e-06 -8.7526218362787049e-09 6.037019471502195e-07 -4.6804792946529362e-06 4.9499410926046047e-06 4.6727430719784029e-06 -2.0879337405424987e-06 -1.4906579311767787e-07 2.0633390965940638e-06 -2.2723098431913041e-06 -3.9429984438536049e-07 2.9247812508834788e-07 6.2282316778149702e-07 -2.3853282004893119e-06 1.5776793845596388e-06
leaf_weight=29 20 23 36 20 26 20 33 21 82 30 21 34 22 28 20 21 2318 28 28 20 20 27 26 20 24 26 21 26 20 31
leaf_count=29 20 23 36 20 26 20 33 21 82 30 21 34 22 28 20 21 2318 28 28 20 20 27 26 20 24 26 21 26 20 31
internal_value=0 5.74294e-09 -1.44585e-09 6.67878e-09 -4.77615e-09 3.36801e-09 2.19248e-07 6.07442e-08 1.73077e-07 2.50736e-08 -1.18612e-07 8.42753e-08 -1.93024e-07 -1.16601e-06 -2.69656e-08 -3.93051e-07 1.70334e-08 -1.52861e-07 -5.24951e-07 1.06101e-06 1.55486e-07 5.39663e-07 1.94737e-06 -3.47387e-07 -7.23688e-07 6.74239e-07 -8.36032e-07 1.12947e-07 -6.85069e-07 4.37804e-07
internal_weight=0 3101 3078 3042 3013 2987 368 335 315 294 264 243 209 50 2619 281 2338 260 199 61 171 119 46 73 52 46 41 159 46 113
internal_count=3121 3101 3078 3042 3013 2987 368 335 315 294 264 243 209 50 2619 281 2338 260 199 61 171 119 46 73 52 46 41 159 46 113
is_linear=0
shrinkage=0.1


Tree=7809
num_leaves=31
num_cat=0
split_feature=1211 1212 403 1212 1211 1211 1186 403 403 1210 403 16 16 1209 52 13 16 16 16 401 3 12 403 16 16 48 48 2 12 2
split_gain=1.89109e-09 4.09902e-09 3.42005e-09 3.23815e-09 2.32064e-09 2.31052e-09 1.97042e-09 2.89957e-09 2.93023e-09 5.71437e-09 5.02481e-09 1.84867e-09 1.32943e-08 1.11686e-08 6.31832e-09 1.07074e-08 5.50644e-09 5.08744e-09 2.24962e-08 1.76051e-08 1.38808e-08 6.91602e-09 6.6277e-09 9.80485e-09 7.11094e-09 6.42524e-09 1.45827e-08 6.14208e-09 6.38696e-09 1.05444e-08
threshold=0.11716500000000001 0.13631000000000001 0.022375000000000003 0.11534000000000001 0.10406000000000001 0.09030500000000001 -0.095479999999999982 -0.55327499999999985 -0.54856499999999986 -0.13847499999999999 -0.5341999999999999 -0.084119999999999986 -0.085589999999999986 -0.069599999999999981 -0.078224999999999975 -0.085964999999999986 -0.087484999999999993 -0.094359999999999986 -0.092484999999999984 0.099015000000000006 -0.079979999999999982 0.085440000000000016 0.08888500000000002 -0.11227499999999999 -0.095964999999999981 0.083180000000000018 0.091220000000000009 0.09358000000000001 0.095935000000000006 0.11293500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -8 -9 -10 -11 12 14 -13 15 -12 17 22 -19 20 21 -20 24 -24 25 -16 -27 -28 29 -29
right_child=2 -3 -4 -5 -6 -7 7 8 9 10 11 13 -14 -15 16 -17 -18 18 19 -21 -22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=-8.1613465264733056e-07 1.2429999738827748e-06 -1.3401920924756586e-06 -3.9936552141062708e-07 1.1110430884505498e-06 -8.7050443360039342e-07 8.5801790455955221e-07 9.6044213859708953e-07 -1.0898023247136734e-06 1.2495014137433222e-06 -1.5237803733146973e-06 2.8427481470316707e-06 2.1103275118915779e-06 -1.9515090475339858e-06 2.2925407218907462e-08 -1.8926149382859413e-08 -1.2503123431792297e-07 1.1421198121631865e-06 -3.2318377905531703e-06 -1.7955833874068394e-06 2.401288388830875e-06 -3.0234680207286147e-06 2.1980442555660479e-07 4.3720753172324514e-08 2.6497211282813545e-06 1.5941481051314718e-06 -3.2994514515394258e-06 1.0500206258257094e-06 -2.958565151738699e-06 8.1614680709662928e-07 -3.2651423326670842e-07
leaf_weight=30 32 23 21 26 31 31 31 25 36 22 20 26 38 1812 451 31 34 28 21 23 20 90 42 22 23 20 24 23 20 45
leaf_count=30 32 23 21 26 31 31 31 25 36 22 20 26 38 1812 451 31 34 28 21 23 20 90 42 22 23 20 24 23 20 45
internal_value=0 -1.02216e-08 5.92251e-07 -1.75803e-10 -9.74576e-09 -8.15529e-10 -9.81919e-09 -1.55494e-09 -1.18526e-08 -2.46603e-09 -1.8364e-08 -6.59042e-09 -1.17896e-07 5.24534e-08 -4.35335e-08 1.0388e-06 -1.05835e-07 -1.55636e-07 -6.24484e-07 -1.50419e-07 -5.98429e-07 -1.61485e-07 -2.82774e-08 9.39533e-07 -1.30488e-07 -1.98527e-07 -8.12165e-07 -3.68006e-07 -7.54741e-07 -1.21677e-06
internal_weight=0 3068 53 3045 3019 2988 2957 2927 2896 2871 2835 2813 975 1838 937 51 886 852 182 154 131 111 670 64 606 583 132 112 88 68
internal_count=3121 3068 53 3045 3019 2988 2957 2927 2896 2871 2835 2813 975 1838 937 51 886 852 182 154 131 111 670 64 606 583 132 112 88 68
is_linear=0
shrinkage=0.1


Tree=7810
num_leaves=31
num_cat=0
split_feature=1211 1212 1212 1183 13 129 1200 1203 132 1186 1213 4 16 1213 16 12 1420 1212 1213 13 1213 133 1210 52 402 52 394 2 391 1212
split_gain=1.57561e-09 4.68872e-09 4.19536e-09 1.7008e-09 2.74364e-09 1.90055e-09 1.95818e-09 3.67444e-09 4.53213e-08 2.81298e-09 1.88904e-09 4.89803e-09 6.44238e-09 4.23704e-09 2.39304e-09 2.00906e-08 3.26986e-09 2.70052e-09 1.21475e-08 4.49821e-08 1.42355e-08 3.13052e-08 1.21784e-08 9.15968e-09 3.69467e-09 1.72263e-08 6.57281e-09 7.37359e-09 6.50573e-09 2.84996e-09
threshold=0.11301500000000002 0.11796000000000001 0.13613500000000003 -0.073809999999999973 -0.0051199999999999987 0.11091000000000001 0.090100000000000013 0.088820000000000024 -0.083284999999999984 -0.107555 -0.24064499999999997 -0.049534999999999989 -0.079734999999999986 -0.15413999999999997 0.63636000000000015 0.090695000000000012 1.0000000180025095e-35 -0.092474999999999988 -0.088159999999999974 -0.088319999999999996 -0.085284999999999986 -0.010909999999999998 -0.3960249999999999 0.086275000000000004 0.10668000000000001 -0.0092699999999999987 -0.10421499999999999 0.086675000000000016 -1.0000000180025095e-35 -0.063924999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 7 9 -9 -5 11 12 -11 -12 16 -16 17 23 19 -19 21 -20 -22 -15 26 -26 27 -24 -28 -30
right_child=1 2 -4 5 -6 -7 -8 8 -10 10 13 -13 -14 14 15 -17 -18 18 20 -21 22 -23 24 -25 25 -27 28 -29 29 -31
leaf_value=-1.9092384718533139e-07 1.6367623372744952e-06 -1.1947768106779223e-06 7.6628110908435109e-07 1.1786586027184853e-06 1.4654691949544939e-06 -7.4135057233822488e-07 8.5365880736914664e-07 2.3024184656605939e-06 -3.6699802530359162e-06 -1.5244837012879113e-07 1.3256936199468328e-06 7.343862790776257e-07 -2.272920210089069e-06 2.1045217276120339e-06 1.2030988382154382e-06 -2.8542617319940094e-06 1.2179267509344011e-06 -4.7491489278665241e-06 4.7015567636776729e-06 9.7792933226870117e-07 -2.1711528121342712e-06 -7.6490956773382504e-07 -2.6431718748654023e-06 -7.2037263201061507e-07 -1.5456735059160566e-06 2.1146874529007518e-06 1.8030548501002386e-06 7.2264155903667421e-08 7.7161878367781398e-07 -2.3106075851209021e-08
leaf_weight=20 23 20 24 20 20 36 26 24 27 38 24 24 23 24 26 23 22 24 20 32 26 22 20 22 20 36 20 20 46 2369
leaf_count=20 23 20 24 20 20 36 26 24 27 38 24 24 23 24 26 23 22 24 20 32 26 22 20 22 20 36 20 20 46 2369
internal_value=0 4.79713e-07 -1.25109e-07 -1.05174e-08 6.37273e-07 -1.91145e-08 -1.03836e-08 -1.79938e-08 -8.5944e-07 -3.20101e-09 -1.14055e-08 -4.75823e-07 -9.51971e-07 2.71302e-09 -8.74135e-09 -7.01377e-07 3.72252e-09 -6.16733e-09 -1.93289e-08 -1.47653e-06 1.20691e-08 1.83817e-06 -1.79255e-08 7.53485e-07 4.19375e-09 8.07416e-07 -1.39802e-08 -1.28545e-06 6.90648e-09 -7.96846e-09
internal_weight=0 67 44 3054 40 3014 2978 2952 51 2901 2881 85 61 2796 2772 49 2723 2701 2655 56 2599 42 2557 46 2531 56 2475 40 2435 2415
internal_count=3121 67 44 3054 40 3014 2978 2952 51 2901 2881 85 61 2796 2772 49 2723 2701 2655 56 2599 42 2557 46 2531 56 2475 40 2435 2415
is_linear=0
shrinkage=0.1


Tree=7811
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 10 40 40 12 12 142 11 10 4 39 9 9 97 10 147 147 483 49 475 2 1 157 14 12 13 15
split_gain=1.85211e-09 1.18758e-08 6.50347e-09 1.52264e-09 4.83442e-09 5.7733e-09 3.81439e-09 3.3121e-09 2.76507e-09 4.92811e-09 3.49781e-09 3.27817e-09 3.78668e-08 2.11126e-09 8.87549e-09 1.01141e-08 2.69211e-09 3.10668e-09 1.96696e-09 3.24434e-09 3.05596e-09 2.21263e-09 8.27876e-09 1.40753e-08 7.29177e-09 1.0504e-08 7.20254e-09 6.75314e-09 1.14947e-08 1.06383e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23647499999999996 -0.38124499999999995 -0.077714999999999992 -0.24134999999999998 0.14786000000000002 0.12757000000000002 -0.057499999999999989 -0.014494999999999999 -0.011559999999999999 0.053180000000000012 -1.0000000180025095e-35 0.092235000000000011 1.0000000180025095e-35 -0.084639999999999979 0.069930000000000006 0.099230000000000013 0.093875000000000014 -0.47181499999999993 0.097360000000000016 -0.085774999999999976 0.087625000000000022 0.10124500000000002 -0.084764999999999993 -0.073394999999999974 0.090455000000000021 -0.010739999999999998 -0.069954999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -6 8 9 -8 -11 12 -12 -13 15 16 -15 18 19 20 -18 -22 -23 -24 25 -25 -26 29 -29 -27
right_child=1 3 -4 4 6 -7 7 -9 -10 10 11 13 -14 14 -16 -17 17 -19 -20 -21 21 22 23 24 26 27 -28 28 -30 -31
leaf_value=-7.6978383863235697e-08 2.3907430626682721e-06 -8.654720772938163e-07 -1.7329390667934302e-06 2.3041185534111722e-06 -1.3482754617316892e-06 -6.987421177958217e-08 1.4937871665924007e-06 1.1742042114330312e-06 -1.1487425722190806e-06 -1.2647383791566178e-06 -3.4152825175429567e-06 7.7844279170828179e-07 1.6203124928892977e-06 -1.1197669967562738e-06 -1.7634518948333217e-06 2.1142240306606096e-06 1.0660841816708719e-06 1.1740734429728808e-06 8.2537144956812231e-07 -1.1851589064186239e-06 3.2098653932419414e-08 -2.1725018293799232e-06 2.0131409952130398e-06 -2.7198667125880797e-06 2.1411606502397265e-06 -6.5522110105575847e-07 -1.3959202609233521e-07 -2.7184559851573598e-07 -2.7249113066738156e-06 1.9137617923829738e-06
leaf_weight=195 21 20 27 20 21 21 22 24 21 22 28 36 32 21 28 23 27 23 29 23 2136 21 28 22 20 40 45 72 26 27
leaf_count=195 21 20 27 20 21 21 22 24 21 22 28 36 32 21 28 23 27 23 29 23 2136 21 28 22 20 40 45 72 26 27
internal_value=0 2.1316e-08 -2.78379e-07 4.02691e-09 1.01116e-08 1.08817e-06 -5.57903e-09 4.5056e-09 -5.62166e-09 3.10446e-09 -8.91277e-09 1.29342e-09 -7.29632e-07 1.78614e-08 7.37467e-09 2.65706e-08 7.81436e-09 1.71406e-08 6.56446e-09 -2.98335e-09 8.05157e-09 -3.67058e-09 -2.57501e-07 -1.13876e-07 -3.50212e-07 -6.67353e-07 5.62178e-07 -3.93684e-07 -9.22659e-07 3.80041e-07
internal_weight=0 2899 222 2878 2858 41 2817 2796 2772 2751 2729 2707 60 2647 2611 2583 2560 2539 2516 2487 2464 2437 301 280 252 187 65 165 98 67
internal_count=3121 2899 222 2878 2858 41 2817 2796 2772 2751 2729 2707 60 2647 2611 2583 2560 2539 2516 2487 2464 2437 301 280 252 187 65 165 98 67
is_linear=0
shrinkage=0.1


Tree=7812
num_leaves=31
num_cat=0
split_feature=132 1185 1203 47 47 45 11 33 34 47 3 48 47 47 1 0 148 447 457 2 2 3 16 13 484 13 0 3 4 3
split_gain=1.50019e-09 9.61943e-09 5.26782e-09 1.55619e-09 1.629e-09 2.78171e-09 8.49785e-09 4.57104e-09 2.38547e-09 2.41696e-09 2.44181e-08 3.05969e-08 1.74272e-08 2.97567e-09 3.71627e-09 2.76454e-09 2.65821e-09 4.88692e-09 2.61166e-09 8.66088e-09 1.04919e-08 1.29894e-08 7.79754e-09 4.74625e-09 2.91457e-09 1.158e-08 1.36853e-08 1.04457e-08 1.10012e-08 1.20351e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.14397500000000002 0.13148500000000005 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 -0.11726499999999999 0.094160000000000008 -0.0049599999999999991 0.095930000000000015 0.090100000000000013 0.097970000000000015 0.11751000000000002 -0.070499999999999993 -0.10069499999999999 0.094580000000000011 0.084685000000000024 0.087195000000000009 0.090175000000000019 -0.080734999999999987 -0.071854999999999988 -0.0072999999999999992 0.091180000000000011 -0.085669999999999982 -0.08824499999999999 -0.094874999999999987 -0.012889999999999999 -0.07928499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 -8 -9 12 13 -12 16 -11 15 -15 -10 18 24 23 -21 -22 -23 -20 -18 26 -26 -27 -29 -30
right_child=1 3 -4 -5 -6 -7 7 8 9 10 11 -13 -14 14 -16 -17 17 -19 19 20 21 22 -24 -25 25 27 -28 28 29 -31
leaf_value=-6.9280033993634746e-08 2.151669809114494e-06 1.8095797757338846e-06 -1.5596448823392469e-06 -8.5406755130991637e-07 6.4360522941342427e-07 -1.0710636198988746e-06 -1.3015473777394856e-06 -1.0821379294156942e-06 9.373768138644782e-07 -1.3094237230927233e-06 5.328577577472516e-06 -1.9451734893347907e-08 -2.2623236005489053e-06 -1.4828799614008404e-08 -1.0176875192765664e-06 1.2233402055079007e-06 -3.9255097968241963e-08 -1.3323799637250718e-06 2.6995140615326819e-06 -1.4534314064778504e-06 2.8080122933715761e-06 8.9778494931636039e-07 -1.4336913401426554e-06 5.9772756499528028e-07 1.7751256962128539e-07 1.8754287590703392e-06 3.7193871844465325e-06 4.5203768722922606e-07 -3.424096638311658e-06 -2.3215914534670512e-07
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internal_value=0 1.91837e-08 -2.50541e-07 3.62352e-09 9.92786e-09 9.2996e-10 1.01415e-08 -6.76684e-09 5.99194e-09 1.39929e-08 3.34141e-07 2.468e-06 -1.37626e-08 -1.93193e-07 -3.9985e-08 2.08448e-07 1.72018e-08 5.50142e-09 2.04839e-08 4.14839e-07 -4.1317e-08 6.10428e-07 -1.4736e-07 1.62418e-06 -6.98445e-09 3.93709e-07 1.78746e-06 -1.00846e-07 -5.27101e-07 -1.62863e-06
internal_weight=0 2899 222 2878 2857 2817 2793 2767 2740 2720 217 43 2503 174 153 122 2469 2438 2411 157 114 78 58 43 2254 168 44 124 102 48
internal_count=3121 2899 222 2878 2857 2817 2793 2767 2740 2720 217 43 2503 174 153 122 2469 2438 2411 157 114 78 58 43 2254 168 44 124 102 48
is_linear=0
shrinkage=0.1


Tree=7813
num_leaves=31
num_cat=0
split_feature=1429 16 12 475 1213 1213 0 402 401 42 16 401 401 1 1 10 1 1 1 393 1447 1 480 3 1 4 13 15 12 142
split_gain=1.58667e-09 3.19738e-09 2.05545e-08 2.36539e-09 1.75514e-09 9.26656e-09 4.16543e-09 3.73361e-09 2.24624e-09 1.31027e-08 1.38935e-08 1.10978e-08 6.7979e-09 2.36147e-09 3.35315e-08 3.79612e-08 3.27401e-08 1.71459e-08 1.32245e-08 7.08019e-09 6.35632e-09 6.51318e-09 5.38481e-09 1.8562e-08 4.89126e-09 1.0361e-08 4.73241e-09 9.58806e-09 8.68647e-09 6.68671e-09
threshold=0.12521000000000002 0.6352000000000001 0.090695000000000012 0.13528000000000004 -0.24064499999999997 -0.41627499999999995 -0.087184999999999985 0.14135500000000004 0.09530000000000001 0.087505000000000013 -0.091114999999999988 0.10711000000000001 0.092675000000000021 0.092845000000000025 0.09202500000000001 -0.0026549999999999994 0.093400000000000025 0.094090000000000021 0.094715000000000008 0.086030000000000009 0.059120000000000013 0.091195000000000012 0.10711000000000002 -0.075634999999999994 0.096860000000000016 -0.067104999999999984 0.24813000000000004 -0.56020999999999987 0.12757000000000002 -0.057499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 8 12 10 -10 -12 13 14 15 -6 -15 -18 -19 24 21 22 -17 -24 25 -20 27 -26 29 -29
right_child=-2 2 -4 -5 7 -7 -8 -9 9 -11 11 -13 -14 16 -16 20 17 18 19 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=1.1738670039562749e-06 8.8782979560164684e-07 1.1635516671049119e-06 -2.5699779689603021e-06 1.092345740971723e-06 -4.3173955680231303e-06 -2.3350573582092692e-06 -4.1406489350707353e-07 9.9988033280408813e-07 2.4276184598193142e-06 -2.5539239533392665e-06 -2.5216598112365318e-06 4.8116956605781527e-07 1.8108363817537749e-06 -3.8529251538499883e-06 3.4425962063511996e-06 3.8200000422503202e-08 2.7256707762097163e-06 -2.5217531546414566e-06 -6.0138682476917901e-07 -1.7676101532268387e-06 1.3786784146911184e-06 1.4284924764689839e-06 9.3510999011993021e-07 -3.221364859417095e-06 1.8372449950995226e-06 2.1347943546303335e-06 -1.5005631791030863e-06 1.8007121502705561e-06 -1.5743744229070758e-06 -5.5990609716958855e-08
leaf_weight=24 20 29 30 20 20 20 53 38 20 23 20 32 21 23 29 1715 22 22 25 23 36 33 22 21 27 31 22 20 37 643
leaf_count=24 20 29 30 20 20 20 53 38 20 23 20 32 21 23 29 1715 22 22 25 23 36 33 22 21 27 31 22 20 37 643
internal_value=0 -5.7322e-09 -7.34853e-07 8.4092e-09 1.23557e-09 -4.17255e-07 8.08749e-08 1.51137e-08 2.15179e-09 -4.76038e-07 1.87731e-07 -6.73765e-07 1.84226e-08 4.83879e-09 6.86017e-08 1.56262e-08 -1.28814e-07 -3.05863e-08 -1.01925e-07 -3.76297e-08 6.30594e-08 3.66147e-08 1.04873e-08 -1.0948e-06 1.17983e-08 9.13285e-07 -5.56026e-08 -1.18761e-08 -8.31994e-08 1.85233e-11
internal_weight=0 3101 59 3042 3022 97 77 2925 2887 95 72 52 2792 2771 1876 1847 895 872 850 828 1827 1791 1758 43 805 56 749 727 700 663
internal_count=3121 3101 59 3042 3022 97 77 2925 2887 95 72 52 2792 2771 1876 1847 895 872 850 828 1827 1791 1758 43 805 56 749 727 700 663
is_linear=0
shrinkage=0.1


Tree=7814
num_leaves=31
num_cat=0
split_feature=15 15 48 482 12 9 47 2 47 51 484 481 2 16 15 15 150 133 0 376 15 1 3 1 15 0 15 16 45 10
split_gain=1.51609e-09 1.04263e-08 1.68499e-08 4.97347e-09 8.20576e-09 4.88386e-09 5.48157e-09 4.14618e-08 3.95353e-08 6.49766e-09 1.1685e-08 1.0816e-08 9.42835e-09 2.39018e-08 2.82835e-08 8.8463e-09 6.55332e-09 8.26941e-09 1.29995e-08 5.3759e-09 5.03177e-09 4.68501e-09 1.06663e-08 5.18907e-09 4.4403e-09 8.90429e-09 4.20737e-09 4.08944e-09 3.51836e-09 3.31575e-09
threshold=-0.088749999999999982 -0.090644999999999989 0.086565000000000017 0.098465000000000011 0.11527000000000001 0.091600000000000015 0.094160000000000008 -0.045829999999999989 0.098400000000000015 -0.10316499999999999 -0.081614999999999979 -0.053799999999999994 0.086285000000000014 -0.056919999999999991 -0.10324499999999999 -0.092489999999999989 0.087000000000000008 -0.085499999999999979 -0.10096999999999999 0.083890000000000006 -0.17952999999999997 0.089625000000000024 -0.076234999999999983 0.11910500000000002 -0.086849999999999997 -0.088544999999999985 -0.14147499999999996 -0.25582999999999995 0.094030000000000016 -0.0093599999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -8 20 -11 -12 13 14 -13 16 17 18 27 21 -9 22 -19 -23 25 -2 -6 -14 29 -26
right_child=24 2 -4 -5 26 -7 8 9 -10 10 11 12 15 -15 -16 -17 -18 19 -20 -21 -22 23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-4.5040686472930252e-06 2.1230097848009185e-06 1.5138060103764116e-08 -3.5107721783867379e-06 -1.5031004652014832e-06 2.3867690699608785e-06 -1.2260882937376039e-06 4.452207423097124e-06 -2.314175818582953e-06 -1.3165405951881964e-07 2.0433327347291195e-06 -1.9748115621408806e-06 1.0385479933055259e-07 -9.114082984069682e-07 -1.9430869326697575e-06 4.3268781122025817e-06 1.5588329494346848e-06 -1.5563265912987843e-06 -7.6276112383989228e-08 -2.7489978981099776e-06 1.7957079631969464e-06 -9.7879592972493008e-08 -1.0965280916934715e-06 2.6485281510701952e-06 3.172445933277804e-07 7.9723800746995218e-07 -2.0969475321584875e-07 3.6014690635965962e-07 9.160793308519525e-07 -1.2699632515293724e-06 1.0867334075812054e-08
leaf_weight=21 30 33 23 22 21 34 22 20 130 30 26 35 25 20 29 29 35 51 27 20 21 50 20 54 55 36 20 24 21 2137
leaf_count=21 30 33 23 22 21 34 22 20 130 30 26 35 25 20 29 29 35 51 27 20 21 50 20 54 55 36 20 24 21 2137
internal_value=0 -1.14667e-07 -1.433e-06 -2.07399e-08 2.19459e-08 -5.60974e-08 1.63796e-09 -1.48426e-07 5.318e-07 2.88381e-08 1.33094e-07 4.31341e-09 1.27123e-07 1.07444e-06 2.01741e-06 -1.10412e-07 -2.68609e-07 -1.02298e-07 -9.87135e-07 2.42561e-07 -1.179e-06 6.50588e-08 6.91274e-07 -3.62454e-07 4.23623e-08 8.50625e-07 1.39817e-06 -1.63123e-08 1.82568e-08 3.05984e-08
internal_weight=0 842 56 786 764 723 689 537 152 516 475 445 419 84 64 335 306 271 76 195 41 175 71 104 2279 66 41 49 2213 2192
internal_count=3121 842 56 786 764 723 689 537 152 516 475 445 419 84 64 335 306 271 76 195 41 175 71 104 2279 66 41 49 2213 2192
is_linear=0
shrinkage=0.1


Tree=7815
num_leaves=31
num_cat=0
split_feature=1211 1212 1211 1212 1211 394 1208 1208 50 50 50 49 472 2 471 3 401 133 133 50 4 157 132 51 3 3 12 2 16 42
split_gain=1.46436e-09 3.1818e-09 3.11343e-09 2.86331e-09 1.92185e-09 1.63227e-09 1.51441e-09 3.83406e-09 1.8223e-09 1.56051e-08 1.31544e-08 5.99137e-09 7.29205e-09 5.59535e-09 9.16443e-09 7.27417e-09 4.82698e-09 7.32908e-09 7.12667e-09 4.56093e-09 3.07071e-08 3.68668e-09 5.05517e-09 7.29426e-09 4.54526e-09 5.41136e-09 3.81681e-09 3.49459e-09 3.10935e-09 3.94741e-09
threshold=0.11716500000000001 0.13631000000000001 0.13003000000000001 0.11534000000000001 0.10406000000000001 0.15288500000000002 0.11531000000000001 0.10233500000000001 0.089145000000000016 0.090630000000000016 0.09227500000000001 0.08610000000000001 -0.080779999999999977 0.10402500000000002 0.060090000000000011 -0.023499999999999997 -0.13200999999999999 0.51114000000000004 0.41068500000000002 0.083090000000000011 -0.083439999999999986 -0.086079999999999976 0.085885000000000003 -0.025879999999999997 -0.082484999999999989 -0.086274999999999977 0.087285000000000015 0.087955000000000019 -0.061854999999999993 0.09796500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 8 16 -10 -11 12 -12 14 27 -15 -1 18 19 -18 -21 26 23 -23 25 -25 -14 -13 29 -26
right_child=2 -3 -4 -5 -6 -7 -8 -9 9 10 11 13 21 15 -16 -17 17 -19 -20 20 -22 22 -24 24 28 -27 -28 -29 -30 -31
leaf_value=1.3282830999677183e-06 1.2453808376936391e-06 -1.1807599222542512e-06 -2.8997273102504555e-07 1.0447755402564186e-06 -7.9246622942352381e-07 8.5715995768706234e-07 -7.6722839882957214e-07 1.1055652286755034e-06 -2.3236675492199768e-06 2.4054295184192771e-06 -2.1886393075950157e-06 -7.1920378502454701e-07 1.4278986464925461e-06 9.8982806835208428e-07 2.8382140720850658e-06 -1.3915620511711339e-06 -8.7173955263079185e-09 -1.4500957763922718e-06 1.6439774922387357e-06 -1.615370272897313e-06 3.8596600791152009e-06 -2.0134127870557513e-06 -1.948798313264888e-06 -3.3443792733104755e-07 1.5051334431869275e-07 1.5495440803284334e-06 -2.7694094851853905e-07 1.01150789220128e-06 -1.3349083356560782e-06 -1.3560959731958892e-06
leaf_weight=28 28 23 25 26 31 22 26 31 32 21 21 20 24 23 20 29 2295 34 27 21 20 22 20 30 83 31 29 28 29 22
leaf_count=28 28 23 25 26 31 22 26 31 32 21 21 20 24 23 20 29 2295 34 27 21 20 22 20 30 83 31 29 28 29 22
internal_value=0 -9.00035e-09 5.21157e-07 -1.49622e-10 -9.14865e-09 -1.02186e-09 -7.38733e-09 -6.6765e-10 -1.24563e-08 -1.89619e-07 -3.85357e-08 -1.57615e-07 -3.89213e-07 4.4261e-07 1.03974e-06 -3.38255e-07 2.29031e-08 7.65463e-09 2.86295e-08 9.95891e-09 1.05538e-06 -2.5891e-07 -4.2752e-07 -2.8731e-07 -9.25698e-08 6.22996e-07 4.95062e-07 2.90378e-07 -4.18312e-07 -1.65157e-07
internal_weight=0 3068 53 3045 3019 2988 2966 2940 2909 484 452 431 311 120 68 52 2425 2397 2363 2336 41 290 237 217 195 61 53 48 134 105
internal_count=3121 3068 53 3045 3019 2988 2966 2940 2909 484 452 431 311 120 68 52 2425 2397 2363 2336 41 290 237 217 195 61 53 48 134 105
is_linear=0
shrinkage=0.1


Tree=7816
num_leaves=31
num_cat=0
split_feature=16 133 0 133 160 52 12 4 13 4 0 0 1210 13 4 13 483 158 15 3 401 160 129 3 43 4 2 43 482 131
split_gain=1.49445e-09 4.28732e-09 1.60236e-08 5.76526e-09 5.55292e-09 5.82406e-09 5.54618e-09 5.11257e-09 1.40413e-08 7.40284e-09 2.2924e-08 1.15683e-08 3.83535e-08 1.92369e-08 6.94654e-09 7.1878e-09 6.36576e-09 1.01896e-08 6.35809e-09 1.904e-08 5.55118e-09 6.55769e-09 5.82929e-09 5.50908e-09 8.85597e-09 5.36752e-09 4.99054e-09 6.27726e-09 4.83014e-09 5.24954e-09
threshold=-0.084119999999999986 0.26753000000000005 -0.088544999999999985 0.10622000000000002 0.10648000000000001 -0.080979999999999983 0.096990000000000007 -0.081839999999999982 -0.088319999999999996 0.0049200000000000008 -0.10474999999999998 -0.083804999999999977 -0.018549999999999994 -0.087529999999999983 -0.07958999999999998 -0.091904999999999987 0.10143000000000001 0.10635000000000001 0.085315000000000016 -0.084964999999999985 0.094270000000000007 0.096485000000000015 0.090180000000000024 -0.091054999999999983 -0.013024999999999998 -0.076779999999999987 0.087995000000000004 -0.079734999999999986 0.085875000000000021 0.091585000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -5 8 -7 10 -9 12 -12 -13 15 -14 17 20 19 23 21 22 28 -10 -25 -16 27 -27 29 -11
right_child=-2 2 -4 6 -6 7 -8 9 18 16 11 13 14 -15 25 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=1.134398661552274e-06 5.0372292406424841e-08 5.2227897886799239e-07 -3.0308374200351617e-06 1.8308115272702707e-06 -1.3448144766568605e-06 2.1032489571184301e-06 -1.2960426834785755e-07 -3.8282414444828258e-06 -8.3850096222375148e-07 9.6009837514588624e-08 -4.9419954626728221e-06 3.0667669371407259e-06 -4.0981665427392255e-07 -4.6265437651740322e-07 -2.1446884851511209e-06 2.1822923918080054e-06 -1.740737825599581e-06 2.1329704993703397e-06 1.054394859758239e-06 -3.1047129441090378e-06 1.4503956832593683e-06 1.6508327610154085e-06 -1.8263776856504894e-06 -6.6059991866040956e-07 2.1383512432748829e-06 -1.0275203768959846e-06 -1.4549150465528431e-06 1.1683085741272712e-06 -1.5157874601480552e-06 -1.3568925306083622e-06
leaf_weight=39 2040 30 22 31 35 37 27 21 29 315 20 23 23 47 21 20 20 23 35 22 24 20 21 20 26 23 27 30 23 27
leaf_count=39 2040 30 22 31 35 37 27 21 29 315 20 23 23 47 21 20 20 23 35 22 24 20 21 20 26 23 27 30 23 27
internal_value=0 -9.50596e-08 -9.80963e-07 -5.0291e-08 -1.08141e-07 -6.18982e-08 9.18204e-07 -1.13911e-07 3.81591e-07 -2.28939e-07 -6.63243e-07 -3.79204e-07 -8.38565e-07 6.97013e-07 -2.68645e-07 7.95815e-07 5.20016e-09 8.22835e-08 -1.00994e-07 -5.17887e-07 -2.74044e-08 -1.14762e-07 -2.06244e-07 2.40915e-07 9.21416e-07 -7.2183e-07 -3.4833e-07 2.15402e-07 -1.1303e-07 -1.8693e-08
internal_weight=0 1081 52 1029 971 936 58 897 169 728 255 234 164 70 144 43 473 453 132 97 430 406 386 75 46 101 80 53 365 342
internal_count=3121 1081 52 1029 971 936 58 897 169 728 255 234 164 70 144 43 473 453 132 97 430 406 386 75 46 101 80 53 365 342
is_linear=0
shrinkage=0.1


Tree=7817
num_leaves=31
num_cat=0
split_feature=130 40 4 156 16 52 4 471 11 12 11 474 1429 153 147 147 1429 0 52 448 16 132 1 1204 2 16 52 0 0 2
split_gain=1.5033e-09 4.62488e-09 1.54887e-09 7.91287e-09 1.66905e-08 7.05504e-09 5.31041e-09 1.06921e-08 3.37364e-09 1.54896e-08 4.22183e-09 3.08799e-09 2.16009e-09 4.46456e-09 2.2314e-09 3.01273e-09 2.11431e-09 5.36948e-09 5.6247e-09 1.85095e-09 1.89168e-09 5.0969e-09 4.05507e-08 2.67537e-08 9.775e-09 1.15025e-08 4.9082e-09 1.07615e-08 2.18239e-08 3.82959e-08
threshold=-0.23647499999999996 -0.16692999999999997 -0.50690499999999983 0.092385000000000009 0.25084500000000004 0.08709500000000002 -0.50052499999999989 -0.085064999999999988 0.090070000000000025 0.10149500000000002 0.099410000000000012 0.11568500000000002 0.11475 1.0000000180025095e-35 0.097985000000000017 0.092070000000000013 -0.066319999999999976 -0.090314999999999993 -0.52017999999999986 -0.087399999999999992 -0.084119999999999986 -0.083284999999999984 0.089475000000000013 -0.082199999999999981 0.097385000000000013 -0.074319999999999983 -0.080114999999999978 -0.14794999999999997 -0.10224499999999999 0.10699500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -4 -8 11 -10 -11 12 13 14 15 16 17 -9 -19 -18 -21 22 24 -23 25 -22 -25 -28 29 -29
right_child=1 2 6 -5 -6 -7 7 8 9 10 -12 -13 -14 -15 -16 -17 19 18 -20 20 21 23 -24 26 -26 -27 27 28 -30 -31
leaf_value=-8.6419880062749155e-07 1.1830945123675161e-06 2.5654665815214429e-08 1.1650189792479257e-06 -2.068372841470343e-06 2.4834862150176679e-06 -2.3287545127459453e-06 -2.3138601636674141e-06 -7.9627840989360275e-07 2.8230752740870708e-06 -1.3944983276728418e-06 4.8118610627463047e-07 -1.0201101107062036e-06 9.8685305558050968e-07 -1.3954166315275159e-06 -7.7854429415917061e-07 1.0852349484698957e-06 -9.6862929694907511e-07 -7.6992735102976441e-08 2.1729469385718402e-06 -1.131873930778681e-07 -5.0070234449875086e-08 -3.0485743922424392e-06 4.0162398371584072e-06 -1.988723655057993e-07 1.1124287846797642e-06 -2.980284976469453e-06 1.7228905244854272e-06 -4.8616221076629346e-06 2.247276305716474e-07 1.1215459562663455e-06
leaf_weight=20 33 35 39 22 21 20 20 20 23 21 28 30 22 23 36 26 20 20 25 976 37 28 28 464 30 21 44 23 946 20
leaf_count=20 33 35 39 22 21 20 20 20 23 21 28 30 22 23 36 26 20 20 25 976 37 28 28 464 30 21 44 23 946 20
internal_value=0 5.57027e-09 -7.09541e-09 -3.98247e-07 8.5211e-08 -8.30494e-07 5.81126e-09 -9.6132e-09 6.21811e-09 6.82215e-07 -3.22679e-07 -1.09259e-08 -1.47834e-10 -7.93901e-09 3.60657e-09 1.39282e-08 3.61955e-09 5.6705e-07 1.17297e-06 -1.02686e-08 -2.94445e-09 6.26236e-08 7.01629e-07 1.40172e-08 -3.5302e-07 -1.11101e-06 7.13002e-08 1.92656e-07 1.24576e-07 -2.07875e-06
internal_weight=0 3101 3068 98 76 55 2970 2931 2911 72 49 2839 2809 2787 2764 2728 2702 65 45 2637 2617 1641 116 1525 88 58 1497 1033 989 43
internal_count=3121 3101 3068 98 76 55 2970 2931 2911 72 49 2839 2809 2787 2764 2728 2702 65 45 2637 2617 1641 116 1525 88 58 1497 1033 989 43
is_linear=0
shrinkage=0.1


Tree=7818
num_leaves=31
num_cat=0
split_feature=132 399 1203 393 1 0 394 401 1213 42 4 402 390 12 1212 1210 13 2 401 132 130 1210 4 133 43 3 15 43 43 130
split_gain=1.62621e-09 8.45901e-09 7.40232e-09 1.7251e-09 6.18997e-09 2.29756e-09 2.1271e-09 3.08647e-09 1.57748e-08 2.27536e-08 2.0078e-08 1.38974e-08 5.03878e-09 4.53778e-09 2.19048e-09 7.91059e-09 8.95481e-09 7.75327e-09 2.61497e-09 2.64992e-09 2.52383e-09 1.10268e-08 1.75555e-08 1.03274e-08 2.24549e-08 3.36551e-08 9.65277e-09 7.47606e-09 3.22803e-09 4.25112e-09
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.088255000000000014 0.088975000000000012 0.22582000000000002 -0.12099999999999998 0.093690000000000009 -0.083944999999999978 0.087505000000000013 -0.077999999999999986 0.113945 0.088375000000000023 0.094435000000000005 -0.089079999999999979 -0.099939999999999987 -0.048784999999999995 0.084245000000000014 0.085900000000000018 -0.015269999999999997 0.08610000000000001 -0.077744999999999995 -0.082594999999999988 0.090445000000000011 -0.095589999999999994 -0.089819999999999983 -0.067579999999999987 -0.11720999999999999 -0.50216499999999986 -0.22562499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 -2 12 9 -9 -10 -11 14 -12 17 16 -16 -8 19 -17 21 22 -21 24 27 -26 -25 -22 -23 -30
right_child=1 -3 -4 4 -6 -7 7 8 10 11 13 -13 -14 -15 15 18 -18 -19 -20 20 23 28 -24 26 25 -27 -28 -29 29 -31
leaf_value=-7.7718983415802175e-08 9.0221542339779469e-07 1.5018900551479563e-06 -2.0973299672277792e-06 3.124976796651508e-07 -1.8116182184999362e-06 -1.0309796388290644e-06 -7.468985175018177e-07 2.3813986501863838e-06 -3.0825699694428535e-06 -2.90630628001054e-06 8.9473691673447324e-07 4.747755187762074e-07 1.5803350368601276e-06 -1.1088074296594641e-06 -2.8790509031750847e-06 1.1144988909770541e-06 1.1340831292727671e-07 1.8150572507827884e-06 8.5793010025793741e-07 3.7101874005158953e-06 -3.6199605718626649e-07 1.184914098619471e-06 -8.6308392880106302e-08 -7.263132509340564e-07 -5.3939479176857615e-06 -2.798252708657856e-07 2.0169326883588164e-06 1.9962782778293335e-06 -1.3890591715566686e-06 8.0861814851335861e-09
leaf_weight=196 27 38 20 34 23 21 21 38 38 20 26 31 21 20 20 22 20 27 38 21 41 23 29 23 22 31 29 20 22 2159
leaf_count=196 27 38 20 34 23 21 21 38 38 20 26 31 21 20 20 22 20 27 38 21 41 23 29 23 22 31 29 20 22 2159
internal_value=0 1.96834e-08 -2.6472e-07 3.78291e-11 -5.44602e-07 1.10857e-08 1.8932e-08 1.02974e-08 -3.98645e-07 5.29046e-07 -1.38156e-06 -8.51139e-07 3.76234e-08 2.36307e-08 2.50078e-08 1.22613e-08 -1.38282e-06 6.94202e-07 3.47626e-08 2.19533e-08 1.2021e-08 3.9735e-08 1.50822e-06 -3.64288e-07 -8.96997e-07 -2.40267e-06 8.03574e-07 4.11209e-07 6.42096e-09 -6.00699e-09
internal_weight=0 2905 216 2867 57 2810 2789 2762 173 89 84 51 2589 46 2568 2520 40 48 2480 2442 2420 2254 50 166 114 53 52 61 2204 2181
internal_count=3121 2905 216 2867 57 2810 2789 2762 173 89 84 51 2589 46 2568 2520 40 48 2480 2442 2420 2254 50 166 114 53 52 61 2204 2181
is_linear=0
shrinkage=0.1


Tree=7819
num_leaves=31
num_cat=0
split_feature=1209 1212 1212 2 43 1212 1213 402 1213 1210 401 1212 133 42 42 484 52 12 52 0 0 42 42 42 42 12 12 42 42 42
split_gain=1.66017e-09 1.82849e-09 1.08471e-08 4.14208e-08 1.84303e-08 3.74786e-08 1.22435e-08 2.65215e-09 5.61231e-09 3.23655e-09 2.28548e-09 3.0183e-09 2.09887e-09 8.50985e-09 4.23629e-09 7.25958e-09 1.02645e-08 6.28646e-09 1.08425e-08 8.97429e-09 6.10727e-09 2.85342e-09 9.0187e-09 1.01471e-08 1.50724e-08 8.26058e-09 7.93172e-09 4.38201e-09 5.5485e-09 3.19604e-09
threshold=-0.14444499999999996 -0.070754999999999985 -0.089544999999999986 0.084885000000000002 -0.0047449999999999992 -0.121045 -0.09280999999999999 -0.45454999999999995 0.0036000000000000003 0.15724500000000002 -0.099524999999999988 -0.009474999999999999 0.41553500000000004 -0.042239999999999993 0.10705500000000003 0.090535000000000018 0.10347000000000002 0.10061500000000002 -1.0000000180025095e-35 -0.069444999999999993 -0.07929499999999999 0.099760000000000015 0.097640000000000018 0.096450000000000022 0.095885000000000012 0.087765000000000024 0.095175000000000023 0.095185000000000006 0.094365000000000018 0.091295000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 -2 8 -3 10 -9 -12 14 -14 21 16 17 19 -19 20 -16 22 23 24 27 -23 -24 28 29 -13
right_child=1 7 3 -5 5 -7 -8 9 -10 -11 11 12 13 -15 15 -17 -18 18 -20 -21 -22 25 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.081711641556468e-07 -1.3098229382260418e-07 1.4560886163016639e-06 1.2730962091402696e-06 -5.01483024549998e-06 -1.5735897192829697e-07 4.8113690412776583e-06 -3.3045099678474799e-06 -8.4648801757317249e-07 -4.0189891886507995e-07 -1.2691424660715713e-06 1.1577296301924356e-06 2.5635284595169436e-10 7.7351496706512547e-07 -2.1087117385745626e-06 1.1344417667741629e-06 -1.27616158514294e-06 2.8220309394555444e-06 1.0448267163969978e-06 -1.5233318518832156e-06 2.5730530651344456e-06 -1.0038492813567825e-06 3.6758177035042878e-07 1.4463285589789105e-07 -1.8207071313495804e-06 2.5477959693291825e-06 -1.8265053491228757e-06 2.896211251481873e-06 -1.3414114438035087e-06 1.2577512510394145e-06 -4.9758685588419681e-07
leaf_weight=20 31 37 22 20 63 20 20 31 29 20 23 2195 20 21 34 21 20 31 35 25 22 37 22 31 23 32 20 25 34 137
leaf_count=20 31 37 22 20 63 20 20 31 29 20 23 2195 20 21 34 21 20 31 35 25 22 37 22 31 23 32 20 25 34 137
internal_value=0 -5.85284e-09 -3.18894e-07 -1.72115e-06 1.2062e-07 1.03992e-06 -1.3755e-06 1.29831e-08 6.397e-07 -1.48461e-09 7.4457e-09 1.6873e-08 7.45124e-09 -7.02747e-07 1.80628e-08 4.76207e-07 6.96565e-07 4.07386e-07 -3.17076e-07 9.97687e-07 2.94399e-07 -1.56348e-08 1.96425e-09 -2.29943e-08 9.14909e-11 -6.49966e-07 1.45491e-06 -2.44159e-08 -1.05001e-08 -2.89909e-08
internal_weight=0 3101 176 42 134 83 51 2925 66 2859 2839 2808 2785 41 2744 188 167 147 66 81 56 2556 2487 2445 2414 69 42 2391 2366 2332
internal_count=3121 3101 176 42 134 83 51 2925 66 2859 2839 2808 2785 41 2744 188 167 147 66 81 56 2556 2487 2445 2414 69 42 2391 2366 2332
is_linear=0
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Tree=7820
num_leaves=31
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split_feature=46 453 148 447 457 457 457 43 16 40 484 151 475 12 12 12 12 482 484 484 367 457 124 15 15 15 34 10 132 1
split_gain=1.47577e-09 2.64446e-09 2.17009e-09 3.22448e-09 1.79277e-09 2.08113e-09 1.66881e-09 9.20586e-09 3.26353e-09 2.62443e-09 3.58329e-09 1.00578e-08 9.69902e-09 5.67979e-09 7.73971e-09 1.0688e-08 6.01307e-09 4.77549e-09 4.14962e-09 4.66954e-09 3.16257e-09 3.24916e-09 2.91185e-09 3.50202e-09 1.98212e-08 1.22668e-08 3.84274e-09 6.63002e-09 4.39519e-09 3.96908e-08
threshold=0.10987500000000001 0.10071000000000001 -0.10069499999999999 0.094580000000000011 0.41022000000000008 0.10613500000000002 0.08457000000000002 -0.084004999999999982 -0.4179199999999999 -0.24290999999999999 0.091180000000000011 -0.5225749999999999 -0.081364999999999979 0.099100000000000008 0.089885000000000007 0.086095000000000019 0.083535000000000012 0.085875000000000021 0.087495000000000017 0.085845000000000019 -0.066164999999999988 0.079590000000000008 0.091025000000000009 -0.10203999999999998 -0.098289999999999975 -0.10653 -0.057544999999999992 -0.0093599999999999985 -0.083284999999999984 0.089475000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 9 -8 -9 -4 11 -11 -12 14 15 16 17 -14 19 20 -13 22 23 25 -25 -22 -26 -28 29 -29
right_child=-2 -3 3 -5 -6 -7 7 8 -10 10 12 18 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=7.9614550459690008e-07 8.1613820684238316e-07 -1.1519545873284189e-06 -1.1246120179532141e-06 -1.0388346049694519e-06 8.2983830487557088e-07 -7.9387751735670135e-07 1.7636416325886142e-06 -1.2627049764140403e-06 1.6856654633212395e-07 -2.2675919291259559e-06 2.439058220494146e-06 1.1776766272801483e-06 1.0252122959563002e-06 1.5025958135681691e-06 -1.7610748223571297e-06 1.8140667968680192e-06 -1.4154740103577979e-06 -7.160679213516883e-07 -1.1139391925580104e-06 1.2824339161657658e-06 1.1906870982208038e-07 -9.8329560387355737e-07 -8.8163893738773797e-07 -2.6486144383068618e-06 9.9425212123900857e-07 2.2884896139885316e-06 1.5518901332274466e-06 -2.6288835314036146e-07 -9.8400393648671057e-08 4.1888628353673834e-06
leaf_weight=34 22 20 21 30 26 33 34 21 66 20 21 22 36 27 23 32 32 28 34 28 377 35 38 29 37 28 26 121 1796 24
leaf_count=34 22 20 21 30 26 33 34 21 66 20 21 22 36 27 23 32 32 28 34 28 377 35 38 29 37 28 26 121 1796 24
internal_value=0 -5.78912e-09 1.65593e-09 -7.21522e-09 3.04965e-09 -4.14222e-09 4.67418e-09 3.68367e-07 -1.76913e-07 -1.08485e-08 -2.53685e-09 -3.36662e-08 4.06524e-07 1.66731e-07 -7.21325e-08 2.31349e-07 -2.96223e-07 2.63402e-07 -1.6449e-08 -1.87865e-09 -1.60755e-08 -2.65345e-08 -1.30101e-08 5.28866e-10 -5.29647e-08 2.69053e-07 -1.54029e-08 -3.43949e-08 -5.56434e-08 4.73953e-07
internal_weight=0 3099 3079 3045 3015 2989 2956 121 87 2835 2814 2615 199 178 151 128 96 64 2595 2561 2533 2511 2476 2438 2033 405 2004 1967 1941 145
internal_count=3121 3099 3079 3045 3015 2989 2956 121 87 2835 2814 2615 199 178 151 128 96 64 2595 2561 2533 2511 2476 2438 2033 405 2004 1967 1941 145
is_linear=0
shrinkage=0.1


Tree=7821
num_leaves=31
num_cat=0
split_feature=132 393 1203 50 16 1213 2 13 1213 160 16 403 133 1210 403 13 0 4 12 133 402 43 403 12 12 12 0 52 42 1455
split_gain=1.59581e-09 7.2958e-09 6.56481e-09 2.04204e-09 2.27038e-09 2.5426e-09 2.30832e-09 4.04761e-09 1.64727e-09 1.49977e-08 9.16221e-09 3.90698e-09 1.44431e-08 4.83471e-09 4.95482e-09 3.73728e-09 5.03701e-09 1.3107e-08 5.77273e-09 7.5001e-09 3.23567e-09 1.14488e-08 6.61817e-09 1.85551e-09 1.02465e-08 8.84061e-09 1.0281e-08 1.75498e-08 8.0664e-09 7.34294e-09
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 0.087730000000000016 -0.095094999999999985 0.087385000000000004 0.097385000000000013 -0.0018299999999999998 0.04198000000000001 -0.025879999999999997 -0.010264999999999998 -0.54856499999999986 0.40945500000000007 -0.13847499999999999 -0.53255499999999989 -0.087074999999999986 -0.082844999999999988 -0.07958999999999998 0.095175000000000023 0.10397500000000001 -0.45015499999999992 0.055925000000000009 -0.43370499999999995 0.089300000000000004 0.089735000000000023 0.088725000000000012 -0.082619999999999985 0.047850000000000011 0.087745000000000004 0.11192500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 -1 6 7 -6 11 -10 15 12 -2 -13 -15 -11 17 -17 19 -18 21 -16 -22 25 28 -24 27 -27 -25 -26
right_child=1 -3 -4 -5 5 -7 -8 -9 9 10 -12 13 -14 14 20 16 18 -19 -20 -21 22 -23 23 24 29 26 -28 -29 -30 -31
leaf_value=-6.7428182841159214e-07 -2.7514097134619739e-06 1.8336594600689502e-06 -1.9880555731788266e-06 -8.9366721048825782e-07 1.6507940368152657e-07 1.2701921843927266e-06 7.3800377870558057e-07 -1.4776026529261798e-06 2.5740241635503481e-06 -6.7168999115503029e-07 -1.8586801597090625e-06 1.1848723749394326e-06 9.1502308805502255e-07 -1.4163895123147087e-06 -2.3835350090018401e-06 2.5011836505939303e-06 -1.8523627545619094e-06 -7.6215795289158458e-07 1.3825923972632381e-06 5.9714338112826228e-07 1.4650014650801641e-06 8.8788273217232932e-07 -1.5220579258152686e-08 3.0649197994847553e-06 -2.6211119365033147e-08 1.1631248973957776e-06 -2.6362725088396086e-06 -2.5348689150510901e-06 4.3546057010449402e-07 1.5664420567418347e-06
leaf_weight=35 22 22 20 27 60 20 34 20 25 35 24 34 21 25 23 32 25 20 20 25 31 20 1515 20 826 33 28 21 28 30
leaf_count=35 22 22 20 27 60 20 34 20 25 35 24 34 21 25 23 32 25 20 20 25 31 20 1515 20 826 33 28 21 28 30
internal_value=0 1.95049e-08 -2.62228e-07 -8.61234e-08 4.28924e-08 2.30214e-07 4.77618e-08 -2.45591e-07 5.6612e-09 2.78152e-07 -3.8958e-08 -1.53074e-08 -9.60826e-07 1.28152e-10 -1.53647e-08 2.39216e-07 5.00542e-07 1.24605e-06 -5.32662e-08 -6.2761e-07 -1.76247e-09 -8.61945e-07 1.28457e-08 -5.15384e-09 1.0933e-07 -6.99586e-08 -1.08128e-06 -2.74984e-07 1.53107e-06 2.96062e-08
internal_weight=0 2905 216 196 169 134 114 80 2883 206 181 2677 43 2634 2600 157 122 52 70 50 2575 43 2532 2501 904 1597 82 54 48 856
internal_count=3121 2905 216 196 169 134 114 80 2883 206 181 2677 43 2634 2600 157 122 52 70 50 2575 43 2532 2501 904 1597 82 54 48 856
is_linear=0
shrinkage=0.1


Tree=7822
num_leaves=31
num_cat=0
split_feature=128 42 50 129 1185 1182 394 1184 394 1176 132 1 1185 393 128 402 0 2 3 403 403 1208 403 2 403 130 16 12 15 157
split_gain=1.47419e-09 2.94506e-09 5.51014e-09 2.79265e-09 5.08885e-09 2.84239e-09 2.59194e-09 4.36083e-09 3.13048e-09 2.57263e-09 2.45364e-09 5.76442e-08 2.24815e-08 9.4853e-09 2.60912e-09 2.11686e-09 2.05559e-09 3.32915e-09 2.43288e-09 1.97115e-09 4.04193e-09 3.8898e-09 4.82193e-09 2.2637e-09 2.03182e-09 1.90842e-09 3.14358e-09 5.11298e-09 3.59702e-09 2.83536e-09
threshold=0.10979500000000002 -0.09693499999999998 0.09227500000000001 0.11234000000000001 0.093750000000000014 0.086460000000000009 -0.12099999999999998 0.084515000000000021 -0.09139499999999999 0.083310000000000009 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.10277000000000001 0.10378000000000003 0.31188500000000002 -0.073309999999999986 0.090675000000000019 -0.086049999999999988 -0.55049499999999985 -0.54448499999999989 0.099975000000000008 -0.52800499999999995 0.083935000000000023 -0.49218499999999993 -0.0024349999999999992 -0.082039999999999988 0.10832500000000002 0.084905000000000022 -0.080799999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 8 -8 10 11 13 -12 16 15 19 17 18 -10 23 -21 22 -22 -14 -24 26 27 28 -26 -28
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 12 -13 14 -15 -16 -17 -18 -19 -20 20 21 -23 24 -25 25 -27 29 -29 -30 -31
leaf_value=8.4241802375043119e-07 -1.3517244937588658e-06 1.0626541287213818e-06 -1.1283507102565307e-06 1.1881926414503143e-06 -1.5486421922278604e-06 -1.1190366127390337e-06 1.1842991699742688e-06 -1.3312423150798245e-06 -1.4801064048697298e-07 -1.0403752427286552e-06 -3.1850972608150524e-06 5.291299952757202e-06 -4.7077264753170311e-08 -2.2798682483057962e-06 1.1349276811805405e-06 -9.6096587185456896e-07 9.2004721772181728e-07 -9.9352415507823805e-07 1.1569862397209365e-06 -1.4032005344688514e-06 -1.4020296960737256e-06 1.015024784214219e-06 9.0157779722560998e-07 1.4044426775812596e-06 -2.4497145545865356e-07 -6.8349718530594398e-09 3.00633154265164e-07 -1.2635343347772672e-06 1.3168741506417753e-06 1.9643197560981208e-06
leaf_weight=38 24 24 22 20 21 22 23 24 50 23 22 21 21 21 21 22 21 33 20 20 24 39 26 22 30 2375 21 22 29 20
leaf_count=38 24 24 22 20 21 22 23 24 50 23 22 21 21 21 21 22 21 33 20 20 24 39 26 22 30 2375 21 22 29 20
internal_value=0 -4.53734e-07 1.47822e-08 1.04105e-08 2.63891e-09 1.34618e-08 2.18001e-08 1.12295e-08 2.22409e-08 1.30341e-08 2.14467e-08 3.94662e-07 -1.38078e-09 -3.14506e-07 2.46377e-08 1.59084e-08 1.83378e-08 -1.65506e-07 2.24846e-07 2.40213e-08 1.29407e-08 2.3893e-08 8.71668e-09 6.95561e-07 2.21364e-08 1.29792e-08 3.98706e-07 3.75611e-08 5.22715e-07 1.11219e-06
internal_weight=0 70 46 3051 3031 3010 2988 2950 2926 2903 2880 166 2714 145 2692 2671 124 103 70 2649 2606 2586 2547 43 2523 2497 122 81 59 41
internal_count=3121 70 46 3051 3031 3010 2988 2950 2926 2903 2880 166 2714 145 2692 2671 124 103 70 2649 2606 2586 2547 43 2523 2497 122 81 59 41
is_linear=0
shrinkage=0.1


Tree=7823
num_leaves=31
num_cat=0
split_feature=132 1185 1 132 15 16 12 13 133 1420 157 1429 11 157 157 12 1 475 155 156 1428 475 156 474 475 474 52 43 4 474
split_gain=1.71546e-09 1.03086e-08 3.59556e-09 3.80743e-09 3.12672e-09 2.56395e-09 2.68511e-09 1.68784e-09 1.63074e-09 1.54054e-09 3.76316e-09 4.60249e-09 2.09776e-09 6.43704e-09 5.64552e-09 4.97063e-09 6.81975e-09 2.26982e-09 4.27825e-09 2.21857e-09 2.12625e-09 1.90525e-09 3.00054e-09 2.25033e-09 1.1463e-08 9.35923e-09 1.52684e-08 7.23584e-09 5.56056e-09 4.70964e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088135000000000005 -0.1075 0.092400000000000024 -0.095094999999999985 0.088365000000000013 -0.010384999999999998 -0.015929999999999996 -0.079539999999999986 -0.090569999999999998 0.08759500000000002 0.088215000000000002 -0.051074999999999988 -0.42132499999999995 0.099400000000000002 0.10727500000000002 -0.44510499999999992 0.11854500000000001 0.11850000000000001 0.088190000000000004 0.055635000000000011 0.080810000000000007 0.091180000000000011 -0.065099999999999977 0.088710000000000011 -0.024714999999999997 -0.065269999999999981 -0.021294999999999998 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 8 -8 -7 10 -3 -12 14 -14 -11 -15 -17 -16 19 20 21 23 -23 25 27 29 -27 28 -25 -19
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leaf_value=-7.3766748666262832e-07 2.2280637919959104e-06 7.1967854182730666e-07 -2.8152674751424912e-07 -1.9904651913613882e-06 -1.1811529902383017e-06 -4.5723883055242846e-07 1.5569640419760784e-06 3.443355064784252e-07 4.9895924818091797e-07 -1.6747189346233427e-06 -1.7379138992525662e-06 1.3418949365018307e-07 1.9755509160032408e-06 -1.0043718865635409e-06 -1.0496941093762758e-06 1.9740894834605817e-06 -3.1306075882753252e-07 1.8821961389913934e-08 1.2961043099634342e-06 -8.9478879548597372e-07 1.0185352713116507e-06 -1.4539761660552874e-07 1.4881459564590347e-06 7.9994675814987206e-07 -2.0009170952155759e-06 3.3977961731493237e-06 -4.6288147302675504e-07 1.6244832258962563e-06 -1.3832146960014922e-06 -7.1081902066423392e-07
leaf_weight=28 21 20 32 22 21 42 22 24 31 20 29 24 22 29 20 22 32 2302 26 27 21 23 22 20 33 21 20 25 28 92
leaf_count=28 21 20 32 22 21 42 22 24 31 20 29 24 22 29 20 22 32 2302 26 27 21 23 22 20 33 21 20 25 28 92
internal_value=0 2.05127e-08 -2.67915e-07 -9.77761e-07 -3.97496e-08 1.23308e-07 3.2589e-07 9.24288e-07 -5.11821e-08 4.40482e-09 -4.49115e-07 -8.90169e-07 1.62076e-08 4.54737e-07 -8.46261e-10 5.16294e-08 6.18741e-07 1.16453e-08 1.96253e-08 7.0253e-09 1.63651e-08 8.22688e-09 6.53224e-07 -3.19574e-09 -4.54238e-07 1.6439e-08 1.51454e-06 2.44945e-07 -4.73564e-07 -9.21771e-09
internal_weight=0 2899 222 54 168 147 119 46 73 2878 73 53 2805 105 2700 83 54 2680 2660 2634 2607 2586 45 2541 106 2435 41 73 48 2394
internal_count=3121 2899 222 54 168 147 119 46 73 2878 73 53 2805 105 2700 83 54 2680 2660 2634 2607 2586 45 2541 106 2435 41 73 48 2394
is_linear=0
shrinkage=0.1


Tree=7824
num_leaves=31
num_cat=0
split_feature=1209 1208 1209 1210 1210 1209 2 1210 130 52 1210 1213 1201 43 43 1210 1 4 132 1186 1204 403 52 133 13 13 1211 4 3 0
split_gain=1.51699e-09 1.6227e-09 3.72379e-09 2.26576e-09 2.42533e-09 2.41245e-09 1.55024e-08 2.10825e-09 1.56474e-08 1.57504e-08 1.74344e-09 1.93548e-09 2.57287e-09 2.23496e-09 1.21663e-08 9.00851e-09 6.17768e-09 2.64709e-08 4.51787e-09 4.46997e-08 3.18786e-08 5.00581e-09 4.29858e-09 6.05146e-09 5.18874e-09 8.75394e-09 4.00441e-09 2.81845e-09 3.8362e-09 4.11716e-09
threshold=-0.14444499999999996 0.11846000000000001 0.11743500000000001 -0.13847499999999999 -0.090569999999999998 -0.084519999999999984 0.084715000000000013 -0.064344999999999999 0.08610000000000001 0.077655000000000016 -0.052634999999999994 0.51049000000000011 -0.064749999999999988 0.060960000000000007 0.055925000000000009 0.087415000000000007 0.090275000000000008 -0.069389999999999993 -0.083284999999999984 1.0000000180025095e-35 -0.064464999999999981 -0.080194999999999975 0.10347000000000002 -0.24098999999999995 0.056795000000000005 -0.008624999999999999 0.11301500000000002 -0.082769999999999982 -0.081459999999999991 -0.098289999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 9 -7 -9 12 -12 14 15 18 22 -18 19 21 -20 -14 24 -24 25 27 -22 -15 -29 -30
right_child=1 -3 -4 4 5 7 -8 10 -10 -11 11 -13 13 16 -16 -17 17 -19 20 -21 26 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=8.6812728568474988e-07 7.7513907583763922e-07 8.134860105239265e-07 -1.3083351032863986e-06 -1.0583113460814854e-06 -2.6915512232032299e-06 -4.5326798758793529e-08 1.1069579737853599e-06 -8.5633459624053416e-07 -1.7404216071719763e-06 3.3435745435757746e-06 1.0022658531170236e-06 9.3388529400974891e-07 9.4088892603271604e-08 1.4816085424518817e-06 2.0179613337253006e-06 -1.7915647746288449e-06 -4.1625031451530955e-06 -1.4843820858469253e-07 -3.9914817318731374e-06 4.7770169357720861e-06 5.6151998477634262e-09 -1.6451298544888748e-06 1.7411108795004699e-07 -1.9667184895534659e-06 1.6827924182309844e-06 -1.5612425516809271e-06 1.392902559668333e-06 -9.9546481188943815e-07 -4.6470772893262139e-07 1.0295646543707132e-06
leaf_weight=20 37 24 22 22 21 32 22 24 22 24 25 22 59 21 30 28 20 92 20 21 2262 23 31 23 23 27 21 21 28 54
leaf_count=20 37 24 22 22 21 32 22 24 22 24 25 22 59 21 30 28 20 92 20 21 2262 23 31 23 23 27 21 21 28 54
internal_value=0 -5.59378e-09 -1.19824e-08 -2.64701e-09 -1.21825e-08 -4.50063e-09 -7.48128e-07 6.32767e-09 5.19308e-07 1.40706e-06 -7.58972e-09 -4.44906e-10 -7.71082e-09 -1.67156e-08 1.64483e-08 -8.22116e-09 -2.57056e-07 -8.65236e-07 1.25326e-08 6.60491e-07 -1.64469e-08 -3.93741e-07 4.16986e-08 -7.37724e-07 2.83588e-07 7.04645e-08 1.83761e-08 4.25756e-07 2.10485e-07 5.19325e-07
internal_weight=0 3101 3077 3055 3018 2996 43 2953 78 56 2875 2851 2829 2804 2464 2434 340 112 2406 103 2303 82 228 54 174 151 2283 124 103 82
internal_count=3121 3101 3077 3055 3018 2996 43 2953 78 56 2875 2851 2829 2804 2464 2434 340 112 2406 103 2303 82 228 54 174 151 2283 124 103 82
is_linear=0
shrinkage=0.1


Tree=7825
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 0 12 3 1186 399 1209 52 2 1208 12 12 43 3 401 0 42 402 1456 15 471 156 1420 4 480 481 2
split_gain=1.62249e-09 8.59884e-09 3.59474e-09 1.61043e-09 2.14303e-09 3.3214e-09 3.20645e-09 1.80208e-09 1.69887e-09 1.44809e-09 6.18917e-09 1.08929e-08 3.2661e-09 1.75242e-09 6.1373e-09 5.13678e-09 5.45597e-09 2.35788e-09 1.0135e-08 5.34422e-09 3.04712e-09 1.58266e-09 3.96882e-09 2.52381e-09 2.12583e-09 2.45129e-09 4.15159e-09 1.85378e-09 2.44562e-09 1.87117e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.098289999999999975 -0.091069999999999984 0.11418000000000002 -0.073309999999999986 -0.0046349999999999994 0.088190000000000018 0.10272000000000002 0.090245000000000006 0.09358000000000001 0.086590000000000014 0.11650500000000001 0.12757000000000002 -0.23714499999999997 -0.049509999999999992 -1.0000000180025095e-35 -0.072594999999999979 0.11747 -0.45015499999999992 0.11510000000000002 -0.065449999999999994 0.094575000000000006 -0.093169999999999989 -0.079539999999999986 -0.50052499999999989 0.11387000000000001 -0.087424999999999989 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 -6 -9 12 11 -11 13 17 -15 -16 -17 18 19 -3 -19 23 -23 24 -22 26 -26 28 29 -27
right_child=1 9 -4 4 5 -7 -8 8 -10 10 -12 -13 -14 14 15 16 -18 20 -20 -21 21 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-8.0919535483709693e-07 2.0361500500733937e-06 -6.1702609859194452e-07 -1.3197462059062154e-06 8.6395848302345261e-07 5.6057305335763473e-07 -1.1156472827979412e-06 1.2496463574507289e-06 -9.0176736453681123e-07 1.0634480016591397e-07 -1.3917646477985333e-06 1.6544986612677383e-06 1.6016115341699334e-06 -1.2202331907412208e-06 1.5109352552693e-06 1.0346574631862147e-06 -1.7855270743420233e-06 3.0535013888328859e-07 1.0599933459700508e-06 -2.1214541378513887e-06 1.449861823940327e-06 9.3017585681328312e-07 1.6165541308055253e-06 -3.5177547894298711e-07 -8.8672800991458433e-07 4.6135643060551957e-07 -1.3910858858333352e-06 -1.3543676872399482e-06 6.8322140968564038e-07 7.4707982959595583e-09 2.1197468453593162e-06
leaf_weight=28 21 29 28 25 26 28 20 35 32 31 27 20 22 34 26 24 26 27 27 22 24 20 21 33 20 63 34 39 2289 20
leaf_count=28 21 29 28 25 26 28 20 35 32 31 27 20 22 34 26 24 26 27 27 22 24 20 21 33 20 63 34 39 2289 20
internal_value=0 1.99598e-08 -2.60543e-07 -1.07668e-07 1.06617e-08 -1.40632e-07 1.00965e-07 -1.46064e-07 -4.20281e-07 5.24823e-09 4.30243e-07 -2.17892e-07 -6.59092e-09 3.02036e-09 3.94176e-07 -1.05427e-07 -6.98271e-07 -1.31067e-08 -5.54821e-07 2.74573e-07 3.20744e-09 -7.92531e-09 6.08385e-07 -1.79446e-08 -6.42601e-09 -1.55451e-08 -6.81877e-07 -6.2098e-10 -1.18646e-08 -5.45102e-07
internal_weight=0 2899 222 194 166 141 113 93 67 2878 78 51 2800 2778 110 76 50 2668 78 51 2590 2563 41 2522 2489 2465 54 2411 2372 83
internal_count=3121 2899 222 194 166 141 113 93 67 2878 78 51 2800 2778 110 76 50 2668 78 51 2590 2563 41 2522 2489 2465 54 2411 2372 83
is_linear=0
shrinkage=0.1


Tree=7826
num_leaves=31
num_cat=0
split_feature=1209 403 51 50 4 50 42 4 16 12 403 1212 1212 1210 13 1213 403 132 50 0 403 1210 2 43 484 2 4 2 12 1212
split_gain=1.40957e-09 1.4118e-09 7.48146e-09 7.09121e-09 1.19281e-08 7.77028e-09 1.15805e-08 2.27044e-08 3.64451e-08 1.09595e-08 3.88457e-08 1.03577e-08 3.78644e-09 8.52202e-09 4.87971e-09 4.84055e-09 3.64401e-09 1.5303e-08 4.86141e-08 3.98651e-08 1.54948e-08 8.83359e-09 6.51993e-09 6.16501e-09 9.43946e-09 1.17193e-08 1.84645e-08 1.10557e-08 5.88754e-09 3.31078e-09
threshold=-0.14444499999999996 -0.085804999999999979 0.090560000000000015 0.090630000000000016 -0.079764999999999989 0.087995000000000004 0.091205000000000008 -0.072334999999999997 -0.080029999999999976 0.083985000000000018 -0.5341999999999999 0.040035000000000008 0.087440000000000004 -0.047399999999999991 0.0015850000000000003 -0.078514999999999988 -0.0038999999999999994 -0.083284999999999984 0.095395000000000021 -0.082394999999999982 -0.0076149999999999994 -0.090009999999999993 0.085045000000000023 -0.012164999999999999 0.062030000000000009 0.083715000000000026 -0.081609999999999988 0.089005000000000015 0.089150000000000021 0.058525000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 9 8 -8 11 -11 -2 13 -12 15 -14 17 19 20 22 23 -18 -3 28 25 -25 -27 -28 -19 -23
right_child=1 16 -4 4 -6 -7 7 -9 -10 10 12 -13 14 -15 -16 -17 21 18 -20 -21 -22 29 -24 24 -26 26 27 -29 -30 -31
leaf_value=8.3681681644520718e-07 -3.0291582903817559e-07 -2.0167302128015765e-06 -1.6793915782337926e-06 3.2476852294394127e-06 -2.0602096242328117e-07 -1.5476167465777737e-06 -3.1331880964422628e-07 -1.0795854966734927e-06 5.3910878240988807e-06 -4.4270662090725857e-06 2.3034134005683885e-06 2.6830398400516759e-06 -2.2687325247261472e-06 6.8314746031730997e-08 6.4499803170292588e-07 -2.4649940973302302e-07 2.0031755117212345e-06 1.8290717599711569e-06 -5.4512012602003787e-06 4.707790424731684e-06 -2.746122712600798e-06 -2.5624890597208482e-08 4.520185660362091e-07 1.9363600146723076e-06 -2.3295731158292538e-06 -2.5078609261923236e-06 2.2141210644863547e-06 -6.9998830402558579e-07 -1.3605371920690349e-07 8.9199917631788148e-07
leaf_weight=20 21 20 21 20 20 26 21 24 24 21 20 26 20 116 25 29 22 30 20 20 23 2309 23 24 21 31 23 30 31 40
leaf_count=20 21 20 21 20 20 26 21 24 24 21 20 26 20 116 25 29 22 30 20 20 23 2309 23 24 21 31 23 30 31 40
internal_value=0 -5.40127e-09 1.61863e-07 2.55486e-07 1.52083e-06 1.19792e-07 2.44727e-07 1.4043e-06 2.72903e-06 -4.30791e-08 -3.26293e-07 1.34889e-06 8.37838e-08 3.97006e-07 -4.91867e-07 -1.0719e-06 -3.26201e-08 -3.63445e-07 -7.37328e-07 1.01933e-06 -2.9471e-07 8.68071e-09 -6.96237e-07 2.03968e-09 -3.89666e-07 -1.24622e-08 -5.69268e-07 5.64625e-07 8.30401e-07 -9.99911e-09
internal_weight=0 3101 434 413 40 373 347 69 45 278 231 47 210 136 74 49 2667 296 233 63 213 2371 43 190 129 108 84 53 61 2349
internal_count=3121 3101 434 413 40 373 347 69 45 278 231 47 210 136 74 49 2667 296 233 63 213 2371 43 190 129 108 84 53 61 2349
is_linear=0
shrinkage=0.1


Tree=7827
num_leaves=31
num_cat=0
split_feature=132 393 1203 4 2 0 48 15 16 13 448 447 46 46 1426 4 4 471 3 1 12 471 153 475 3 3 3 1213 402 3
split_gain=1.6609e-09 6.78683e-09 5.00937e-09 1.94215e-09 1.90774e-09 2.45815e-09 2.42227e-09 2.6665e-09 2.64648e-09 3.1747e-09 1.36137e-09 2.59127e-09 1.5937e-09 2.25763e-09 2.04968e-09 2.27409e-09 8.05572e-09 6.12338e-09 5.14339e-09 1.5949e-08 9.63555e-09 2.81156e-09 2.17571e-09 3.18903e-09 1.91297e-09 1.99893e-08 7.72213e-09 1.90113e-08 1.23082e-08 6.37369e-09
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 0.10924000000000002 0.084245000000000014 -0.086554999999999979 0.086125000000000021 -0.067579999999999987 -0.073404999999999984 -0.0082249999999999979 0.068920000000000023 0.094005000000000019 0.10987500000000001 0.083550000000000013 -0.082379999999999995 -0.50690499999999983 -0.50052499999999989 -0.04945999999999999 -0.098469999999999988 0.085605000000000014 0.086565000000000017 0.10277000000000001 1.0000000180025095e-35 0.051590000000000004 -0.077354999999999993 -0.077774999999999983 -0.078724999999999976 -0.018814999999999995 0.23460000000000003 -0.075634999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 -1 7 -6 9 -9 11 12 13 14 -2 18 -17 -18 20 -20 -16 22 23 24 25 26 28 -28 -19 -26
right_child=1 -3 -4 -5 6 -7 -8 8 -10 -11 -12 -13 -14 -15 15 16 17 21 19 -21 -22 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=2.3268897551964112e-07 7.8809956779547399e-07 1.7696278684359808e-06 -1.7750959739259998e-06 -9.3695965358620012e-07 1.4244017567391221e-06 -1.1865373919634364e-06 -7.5884707235846214e-07 -1.025226562692946e-07 -5.8425378673139985e-07 1.5027393598901738e-06 -8.1562410741753416e-07 9.2159671442371504e-07 8.7024949759021788e-07 -9.1416448158186005e-07 -1.3807659502163008e-06 1.5655039998240352e-06 -1.7497935266419521e-06 -3.7125800580094524e-08 -2.7819612496823462e-06 7.3108736297437353e-07 1.5151790333018453e-06 1.1590917459952403e-06 -9.3104797178966702e-07 8.3148888944359225e-07 9.938375517287563e-07 -2.5508178966404674e-06 3.3550326629270074e-06 -1.7916282988355509e-07 -2.3690133305179822e-06 2.7706411236273933e-08
leaf_weight=23 33 22 20 25 21 26 21 28 30 22 20 31 21 27 20 33 20 1426 28 24 27 21 25 46 74 32 23 45 23 884
leaf_count=23 33 22 20 25 21 26 21 28 30 22 20 31 21 27 20 33 20 1426 28 24 27 21 25 46 74 32 23 45 23 884
internal_value=0 1.98962e-08 -2.67525e-07 -1.13691e-07 6.66983e-09 -5.2037e-07 2.1835e-07 4.21529e-07 1.58275e-07 6.03793e-07 6.54415e-09 1.22876e-08 2.33395e-09 -4.14994e-09 4.67563e-09 -4.72204e-09 1.28446e-08 -6.71923e-09 -4.75296e-07 -1.16055e-06 2.82862e-07 6.6942e-09 -2.69306e-09 6.39776e-09 -8.74152e-09 -7.7438e-08 -2.52639e-08 1.01623e-06 -7.41399e-08 1.02334e-07
internal_weight=0 2905 216 196 171 49 122 101 80 50 2883 2863 2832 2811 2784 2751 2652 2619 99 52 47 2599 2578 2553 2507 1549 1517 68 1449 958
internal_count=3121 2905 216 196 171 49 122 101 80 50 2883 2863 2832 2811 2784 2751 2652 2619 99 52 47 2599 2578 2553 2507 1549 1517 68 1449 958
is_linear=0
shrinkage=0.1


Tree=7828
num_leaves=31
num_cat=0
split_feature=1209 1213 43 2 1210 1209 1209 1208 1209 1212 1212 401 12 1210 42 401 391 15 130 132 1185 15 129 1182 1213 1213 4 15 12 12
split_gain=1.66325e-09 1.47243e-09 5.64702e-09 5.18912e-09 4.47881e-09 2.51479e-09 3.59631e-09 2.47807e-09 6.88208e-09 2.22884e-09 2.79991e-09 3.7809e-09 1.01273e-08 3.99145e-09 2.18156e-09 1.91088e-09 7.21997e-09 6.94398e-09 2.88143e-09 1.82879e-09 6.96519e-09 5.90268e-09 1.94331e-09 2.01425e-09 2.37697e-09 3.99716e-09 3.158e-09 1.88699e-09 2.98715e-09 2.6784e-09
threshold=-0.14444499999999996 -0.24064499999999997 0.0016850000000000001 0.091545000000000015 -0.13847499999999999 -0.084519999999999984 -0.069599999999999981 0.11846000000000001 0.11240000000000001 0.13631000000000001 0.11534000000000001 -1.0000000180025095e-35 0.097325000000000009 0.0028200000000000005 0.094935000000000005 0.10711000000000001 -0.088134999999999977 0.085730000000000015 0.13302000000000003 -0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.075474999999999987 0.083860000000000004 -0.090764999999999985 -0.086394999999999986 -0.080744999999999997 0.084510000000000016 0.11527000000000001 0.091085000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 14 -6 -7 8 9 10 11 12 -8 15 -3 16 -13 -17 19 21 -21 27 -22 24 26 -26 -24 28 29 -18
right_child=1 4 -4 -5 5 6 7 -9 -10 -11 -12 13 -14 -15 -16 17 18 -19 -20 20 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=9.0900517534464599e-07 -3.2400915896750821e-07 3.1897465760266644e-07 6.8830978445788564e-07 -2.2737102943892754e-06 -8.3849936945373176e-07 1.2215073681431932e-06 -2.1298071834703949e-06 1.0262194311023805e-06 -1.6678586957823429e-06 -9.8189072371931858e-07 8.4795952098386644e-07 -1.8579043853605982e-06 4.9086483613791651e-07 1.2449610896790266e-06 1.7959839351533446e-06 -5.3729172779052694e-07 -2.7027269157185531e-07 1.9223185507722852e-06 1.1433199298174011e-06 1.8299831779023363e-06 9.1573177122321025e-07 -1.9339305231369509e-06 1.2694081598938007e-06 -9.6031325979724484e-07 -1.0599497780421845e-06 2.0296999362389064e-09 -2.7733711983108321e-07 4.2875367349235765e-07 7.7567182302118451e-07 -1.5352156587120838e-06
leaf_weight=20 43 20 32 20 36 24 29 23 25 23 39 21 30 26 20 24 70 22 22 21 23 20 33 22 36 2287 22 46 20 22
leaf_count=20 43 20 32 20 36 24 29 23 25 23 39 21 30 26 20 24 70 22 22 21 23 20 33 22 36 2287 22 46 20 22
internal_value=0 -5.86688e-09 -3.93481e-07 -9.42962e-07 6.38307e-09 -7.7922e-09 2.41444e-09 -7.65378e-09 -1.59018e-08 -1.45152e-09 6.50266e-09 -5.2344e-09 -7.97262e-07 1.18389e-08 1.05748e-06 1.25729e-11 -1.10176e-08 6.39044e-07 3.65131e-09 -5.91112e-09 1.66274e-08 -3.15373e-07 9.11153e-10 -7.85588e-09 9.55755e-10 -1.4428e-08 6.5071e-07 -1.10492e-07 -3.31968e-07 -5.72759e-07
internal_weight=0 3101 95 63 3006 2966 2930 2906 2883 2858 2835 2796 59 2737 40 2711 2665 46 2644 2622 2444 178 2423 2400 2378 2323 55 158 112 92
internal_count=3121 3101 95 63 3006 2966 2930 2906 2883 2858 2835 2796 59 2737 40 2711 2665 46 2644 2622 2444 178 2423 2400 2378 2323 55 158 112 92
is_linear=0
shrinkage=0.1


Tree=7829
num_leaves=31
num_cat=0
split_feature=1208 1208 16 402 401 1212 1212 12 1211 1185 1186 1213 43 1212 1176 13 1177 1200 128 0 43 128 128 128 402 402 402 16 1203 1212
split_gain=1.53639e-09 2.28018e-09 3.18532e-09 1.5706e-09 2.27637e-09 1.98101e-09 1.70407e-09 4.29563e-09 4.04979e-09 1.91434e-09 1.93223e-09 3.63442e-09 2.82853e-09 1.83286e-09 3.92916e-09 2.95502e-09 2.54855e-09 2.43341e-09 2.82522e-09 6.09174e-09 5.07585e-09 3.04686e-09 5.69992e-09 5.91818e-09 2.97017e-09 6.74668e-09 1.01541e-08 1.00276e-08 5.25717e-09 3.33345e-09
threshold=0.12461500000000002 0.10233500000000001 -0.078844999999999985 0.15960500000000002 0.13571500000000003 0.13795000000000002 0.11796000000000001 0.096395000000000022 0.11301500000000002 -0.10973499999999999 -0.086714999999999987 -1.0000000180025095e-35 -0.0061399999999999988 0.10083000000000002 0.087330000000000019 -0.08459499999999999 -0.081144999999999981 0.088675000000000018 0.10614000000000001 -0.079459999999999989 -0.0040649999999999983 0.09445000000000002 0.089290000000000022 0.085955000000000018 -0.45015499999999992 -0.10770499999999998 -0.092414999999999983 -0.080344999999999986 0.088520000000000015 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 8 -8 9 -1 11 -11 -13 14 16 -15 -12 18 21 -20 -21 22 23 24 -18 27 -27 -26 29 -28
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 10 13 12 -14 15 -16 -17 17 -19 19 20 -22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-9.8722985740096194e-07 -8.7366583215953139e-07 1.6066082283132455e-06 -1.5676260773034303e-07 -6.5187699554961601e-07 1.0669469168078649e-06 9.0143268209885725e-07 3.479238460256186e-07 -1.6998429191517063e-06 1.3199262095598817e-06 -5.3190138123411437e-07 -1.0032641074968315e-06 1.8617684418131831e-06 2.1861393520339337e-07 3.3592356597722532e-07 1.2671814396014726e-06 -1.2231604772193439e-06 -9.4387240034834846e-07 1.0157480653066635e-06 -1.6120775092452826e-06 1.2841491828415505e-06 -9.4183387702173613e-07 7.979659026634249e-07 -1.6961100129719854e-06 1.6317387379868624e-06 -3.4232008965773275e-07 -1.7180940228302331e-06 -3.8005433353763725e-08 2.4130948012108484e-06 1.5021166334512916e-06 6.437598585762317e-07
leaf_weight=20 20 21 20 37 20 24 21 20 23 21 26 22 20 20 24 31 34 23 34 21 20 47 20 22 25 35 2325 28 23 74
leaf_count=20 20 21 20 37 20 24 21 20 23 21 26 22 20 20 24 31 34 23 34 21 20 47 20 22 25 35 2325 28 23 74
internal_value=0 5.6241e-09 7.46427e-07 -4.30169e-09 3.6243e-09 -3.45743e-09 -1.07476e-08 -6.50987e-07 -1.813e-09 -1.22418e-08 -5.50615e-09 5.42242e-07 1.07931e-06 -1.76912e-08 -6.79686e-09 -6.11755e-07 -1.7887e-08 -8.50588e-09 -1.72052e-08 -6.22402e-07 1.98304e-07 3.35848e-11 -1.44687e-08 -1.36156e-09 -1.54843e-08 -2.90851e-09 -2.69878e-08 1.11337e-06 -2.54984e-09 -1.69756e-08
internal_weight=0 3101 41 3060 3023 3003 2979 41 2938 2915 2895 63 42 2832 2781 51 2757 2731 2708 75 41 2633 2586 2566 2544 2510 2457 53 2422 2399
internal_count=3121 3101 41 3060 3023 3003 2979 41 2938 2915 2895 63 42 2832 2781 51 2757 2731 2708 75 41 2633 2586 2566 2544 2510 2457 53 2422 2399
is_linear=0
shrinkage=0.1


Tree=7830
num_leaves=31
num_cat=0
split_feature=1203 132 1185 15 1 1 2 2 12 403 1209 1212 1212 1212 1212 1212 12 1212 401 401 390 401 1186 393 393 1185 403 403 401 42
split_gain=1.45282e-09 1.71085e-09 5.81567e-09 3.96695e-09 2.04755e-09 2.93596e-09 1.65374e-09 4.37819e-09 2.58875e-09 1.69492e-09 1.38905e-09 1.448e-09 9.66852e-09 9.49687e-09 4.11278e-09 3.35833e-09 1.99614e-09 3.6363e-09 1.96052e-09 4.59417e-09 7.00063e-09 3.73221e-09 2.15257e-09 3.09208e-09 4.64674e-09 2.19533e-09 4.25166e-09 2.05827e-09 2.03046e-09 1.94774e-09
threshold=-1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.089625000000000024 0.11507500000000002 0.090675000000000019 0.10467500000000002 0.088435000000000014 -0.087794999999999998 -0.14444499999999996 -0.09386499999999999 -0.08867499999999999 -0.073259999999999978 -0.15673499999999999 -0.055019999999999993 0.090695000000000012 -0.41556999999999994 0.11655000000000001 0.10632500000000002 0.089065000000000019 0.094270000000000007 0.090275000000000008 0.088255000000000014 0.097165000000000015 0.085600000000000009 -0.081499999999999989 0.12089000000000001 0.088555000000000009 0.15665000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 8 -8 9 -2 -4 14 -13 -14 16 -15 -12 -18 19 20 21 22 23 25 -25 27 -27 28 29 -17
right_child=1 2 10 -5 5 -7 7 -9 -10 -11 11 12 13 15 -16 18 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=6.9254975888573728e-07 5.4418273888446627e-07 1.6710883165788326e-06 8.3133292719139715e-07 -1.5552965656049559e-06 -1.5805499725526523e-06 1.1239296213716444e-07 -1.3732360346333887e-06 6.0390754204793973e-07 1.0354019553365252e-06 -5.0363485758895742e-07 4.4523473187526665e-07 2.0970627231649404e-06 -1.7771509036871673e-06 1.3029661886321265e-06 -1.620489818032227e-06 -1.8268986082624009e-08 -1.4384932077989148e-06 3.5980172274617952e-07 -9.8407009545553588e-07 1.283878529534377e-06 -1.8676324856592431e-06 1.2517249454428263e-06 9.415255779465781e-07 -1.9655633616366683e-06 1.1858892747795836e-07 -2.972464174759311e-07 1.6472638119170292e-06 -9.7112234827405208e-07 9.5683376405924548e-07 7.9253104596925069e-07
leaf_weight=30 26 21 20 22 21 20 24 21 31 38 41 22 30 20 21 2390 22 23 20 28 20 24 24 20 23 22 23 22 22 30
leaf_count=30 26 21 20 22 21 20 24 21 31 38 41 22 30 20 21 2390 22 23 20 28 20 24 24 20 23 22 23 22 22 30
internal_value=0 -6.71625e-09 1.30082e-08 -2.87329e-07 -1.33211e-07 -7.54724e-07 4.88034e-08 -4.50569e-07 2.85348e-07 -7.7959e-08 8.63255e-10 -4.97074e-09 9.1224e-09 -7.77778e-09 -3.6586e-07 1.19697e-08 -5.94975e-08 -5.19365e-07 2.29205e-09 9.74192e-09 -3.87481e-09 1.04618e-08 -1.10278e-09 -9.96762e-09 -8.50784e-07 4.44255e-09 6.96614e-07 -8.19858e-09 4.76412e-10 -8.21775e-09
internal_weight=0 3091 2888 203 181 41 140 45 95 64 2867 2847 2740 2718 107 2688 86 45 2668 2648 2620 2600 2576 2552 43 2509 45 2464 2442 2420
internal_count=3121 3091 2888 203 181 41 140 45 95 64 2867 2847 2740 2718 107 2688 86 45 2668 2648 2620 2600 2576 2552 43 2509 45 2464 2442 2420
is_linear=0
shrinkage=0.1


Tree=7831
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 4 0 132 15 399 45 52 157 155 1 3 475 15 1426 1429 1429 0 156 156 0 133 156 16 156 1371 1374
split_gain=1.56754e-09 4.09383e-08 2.66618e-08 7.26341e-09 1.55008e-09 2.66578e-09 2.99713e-09 2.09891e-09 1.97419e-09 1.4053e-09 1.45177e-09 7.64876e-09 1.3396e-08 9.63694e-09 8.81736e-09 4.53717e-09 4.89055e-09 2.50272e-09 2.18758e-09 2.15553e-09 1.40079e-08 2.8706e-09 7.89653e-09 6.94768e-09 5.11311e-09 3.22344e-09 7.47408e-09 5.92089e-09 6.93618e-09 5.09965e-09
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.10924000000000002 -0.09515499999999999 -0.43443999999999999 0.088655000000000025 0.090145000000000017 -0.067109999999999989 -0.55061999999999989 -0.04831499999999999 0.11562500000000002 0.10293500000000001 -0.085709999999999995 0.051590000000000004 -0.052074999999999989 -0.082379999999999995 0.11635000000000001 -0.026244999999999997 -0.088099999999999984 0.091255000000000017 0.089725000000000013 0.024095000000000002 0.091935000000000003 0.087720000000000006 -0.008069999999999999 0.087400000000000019 0.084340000000000012 0.087855000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -7 8 -8 -4 11 12 14 -13 -11 17 -17 -12 19 20 -19 22 25 24 -23 27 -27 28 29 -21
right_child=2 -3 9 -5 -6 6 7 -9 -10 10 15 13 -14 -15 -16 16 -18 18 -20 21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=1.0553689877978145e-06 -3.4874943790700031e-06 4.4561959005780718e-06 -8.2831230429292192e-07 -1.9941878010598658e-06 -7.3179017855788224e-07 -1.1174486649617227e-06 2.2289952521139008e-07 1.087894268927414e-06 -8.9236321812114467e-07 1.2052880435931002e-06 1.1222150791923015e-06 -9.3890032552532987e-07 -3.1228873015585299e-06 1.8020946656398685e-06 -1.5077508789851852e-06 9.8764842339339869e-08 1.8504485392359778e-06 1.2570713382485468e-06 -1.0425313507766987e-06 9.4802749660201958e-09 -2.2154033501919911e-06 -1.6699482347286963e-07 -1.8912827108217492e-06 2.1398615802224542e-06 1.530036400832945e-06 2.061382963347569e-06 -4.9038295938688951e-07 -1.6758872198980023e-06 -1.7174279318881063e-06 1.2256904961459118e-06
leaf_weight=26 22 21 20 20 24 22 65 20 21 25 20 23 21 29 23 37 28 21 20 2305 26 92 22 21 22 24 22 21 23 35
leaf_count=26 22 21 20 20 24 22 65 20 21 25 20 23 21 29 23 37 28 21 20 2305 26 92 22 21 22 24 22 21 23 35
internal_value=0 2.57972e-07 -1.94782e-08 -1.87294e-07 1.57274e-08 1.32224e-07 -5.52902e-08 1.65158e-07 -4.94321e-08 7.01364e-09 1.28551e-08 -3.26121e-07 -1.01633e-06 5.89731e-07 -9.47098e-08 2.78299e-08 8.53336e-07 7.7634e-09 -6.3488e-10 7.27625e-09 -6.63872e-07 1.94695e-08 -5.24744e-09 4.68403e-07 1.60502e-07 1.18278e-08 8.40973e-07 -4.17084e-09 1.06857e-08 2.76715e-08
internal_weight=0 219 2902 198 178 154 128 106 86 2880 2860 121 69 52 48 2739 65 2674 2654 2634 47 2587 2452 135 114 2430 46 2384 2363 2340
internal_count=3121 219 2902 198 178 154 128 106 86 2880 2860 121 69 52 48 2739 65 2674 2654 2634 47 2587 2452 135 114 2430 46 2384 2363 2340
is_linear=0
shrinkage=0.1


Tree=7832
num_leaves=31
num_cat=0
split_feature=1429 474 157 475 43 16 155 475 47 2 47 1428 2 131 483 49 52 52 1 1 1452 471 132 1203 1185 1 16 42 16 129
split_gain=1.40916e-09 3.44649e-09 2.30322e-09 2.22308e-09 3.38754e-09 2.2817e-09 4.10865e-09 1.91674e-09 1.81963e-09 1.80179e-08 9.8557e-09 3.228e-09 2.80448e-09 2.93227e-09 5.43599e-09 3.94483e-09 3.01314e-09 4.12677e-09 2.87255e-09 2.85316e-09 2.72114e-09 2.42968e-09 2.66829e-09 4.348e-08 2.25601e-08 6.34549e-09 2.84756e-09 2.80259e-09 2.60604e-09 5.50488e-09
threshold=0.12521000000000002 -0.45463999999999999 0.32331500000000007 -0.10664 -0.076834999999999987 0.63636000000000015 0.13131500000000004 -0.091889999999999986 0.092165000000000011 -1.0000000180025095e-35 0.088915000000000008 -0.020064999999999996 0.14445500000000003 0.096490000000000006 -0.070279999999999981 0.086395000000000013 -0.015069999999999998 -0.21968999999999997 0.092695000000000013 0.107145 -0.073879999999999987 0.089900000000000022 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.088975000000000012 -0.076354999999999992 -0.058859999999999989 0.061255000000000011 0.090795000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -5 10 -10 11 -9 13 14 -11 16 17 -16 -18 -20 -13 22 23 25 -24 26 -22 -28 -26 -30
right_child=-2 2 -4 5 -6 -7 -8 8 9 12 -12 20 -14 -15 15 -17 18 -19 19 -21 21 -23 24 -25 28 -27 27 -29 29 -31
leaf_value=-1.282138568318e-06 8.3669727018786949e-07 1.6435866823287697e-07 1.0470018082742173e-06 9.3573684022306804e-07 -1.5519417718470994e-06 -7.5324247308554531e-07 1.2932175241076039e-06 -1.0452677941955323e-06 -3.1330373042237625e-06 1.7405385415258934e-06 1.7175728049653237e-06 1.0755339786783225e-06 -1.0908111255997464e-06 -1.0204543684722013e-06 -2.176224298140865e-08 6.2023081937154899e-07 7.4101550953602989e-07 -1.9815928038183084e-06 -1.0594440970734809e-06 1.9392480171951492e-07 -2.6210129417849714e-07 7.8887067426573288e-07 -3.3795873198982921e-06 4.7606076567063844e-06 3.8483337012718596e-08 -1.7611714797153995e-06 1.5562489111397599e-06 1.5935512254617169e-08 -3.6789013547977593e-07 1.2338139161171138e-06
leaf_weight=21 20 23 21 22 23 39 25 29 20 20 34 24 23 23 22 74 36 21 32 42 91 39 20 20 1944 22 21 27 320 23
leaf_count=21 20 23 21 22 23 39 25 29 20 20 34 24 23 23 22 74 36 21 32 42 91 39 20 20 1944 22 21 27 320 23
internal_value=0 -5.39641e-09 3.30865e-09 -3.85629e-09 -6.93792e-07 6.67708e-09 1.66424e-08 5.82029e-09 -1.16917e-09 -2.29026e-07 2.61143e-08 3.8238e-09 -3.07996e-08 5.94977e-08 1.6006e-07 2.08108e-08 -2.69105e-07 -9.78889e-07 8.35626e-09 -3.48073e-07 1.575e-08 5.68474e-09 -6.59189e-09 3.63131e-07 -3.55992e-08 -1.8314e-07 6.66206e-08 6.89823e-07 -6.35571e-09 -2.60487e-07
internal_weight=0 3101 3080 3059 46 3013 2974 2949 2927 313 2614 2580 293 270 247 227 153 43 110 74 2551 2527 2488 181 2307 161 139 48 2287 343
internal_count=3121 3101 3080 3059 46 3013 2974 2949 2927 313 2614 2580 293 270 247 227 153 43 110 74 2551 2527 2488 181 2307 161 139 48 2287 343
is_linear=0
shrinkage=0.1


Tree=7833
num_leaves=31
num_cat=0
split_feature=132 1203 1185 1208 1208 402 1209 1210 1209 403 0 1209 1212 133 1212 402 133 133 12 1447 43 1454 15 42 0 42 0 156 133 12
split_gain=1.4424e-09 1.06604e-08 7.55957e-09 1.35712e-09 2.88867e-09 1.41267e-09 1.81755e-09 1.69054e-09 1.73698e-09 2.37961e-09 2.24281e-08 1.58347e-09 1.73641e-09 1.09258e-08 7.85851e-09 1.61462e-09 2.56337e-09 1.45174e-08 3.1943e-08 8.43472e-09 1.54363e-08 9.79871e-09 7.41216e-09 8.72305e-09 1.85458e-08 6.71285e-09 5.68972e-09 8.39096e-09 7.3482e-09 5.27549e-09
threshold=-0.083449999999999983 0.089480000000000018 -0.087384999999999977 0.11531000000000001 0.10233500000000001 0.15960500000000002 0.10272000000000002 1.0000000180025095e-35 -0.087199999999999986 -0.52800499999999995 -0.086234999999999992 -0.064814999999999984 -0.08867499999999999 -0.040449999999999993 -0.022679999999999995 -0.46267499999999995 0.091935000000000003 0.090445000000000011 0.088435000000000014 0.050705000000000007 -0.079584999999999975 0.11390500000000002 0.090325000000000003 0.090395000000000017 -0.071924999999999989 0.11720500000000002 -0.053834999999999994 0.09148000000000002 0.095000000000000015 0.097145000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 8 -4 10 -10 -11 13 -13 -14 -16 17 19 -19 21 -21 -17 25 -24 -25 26 27 28 -18 -30
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leaf_value=-2.4900749442436717e-08 1.8651933880226519e-06 -2.4485550773079017e-06 7.1948457268851655e-07 -7.0119706484311552e-07 9.5588767798915354e-07 -6.1343085518102104e-07 8.4074576814320887e-07 -7.2189277631196094e-07 1.3799931379638179e-06 8.0536948917142583e-07 -2.8149376157671214e-06 -1.8069969374639389e-07 -1.5924355799993904e-06 2.3228597901043429e-06 6.2438403237560384e-07 5.2448436965662851e-08 -1.9707239752452714e-06 -4.2055044805319343e-07 4.812009033230425e-06 4.7405644243965415e-07 -3.4077999089277e-06 -2.0696022902070992e-06 2.9871415888447758e-07 -3.2223727748714741e-06 3.0350089314896863e-07 1.4335115418854609e-06 9.3641014834643924e-07 1.2700278244455358e-06 1.4483631720469316e-07 -1.2531884735267341e-06
leaf_weight=196 22 20 34 27 32 37 26 32 26 25 25 72 31 23 42 1994 34 28 20 21 20 22 33 35 26 30 39 26 83 40
leaf_count=196 22 20 34 27 32 37 26 32 26 25 25 72 31 23 42 1994 34 28 20 21 20 22 33 35 26 30 39 26 83 40
internal_value=0 -2.49313e-07 1.85353e-08 4.44358e-09 1.11146e-08 4.08907e-10 8.5582e-09 7.21589e-10 9.1949e-09 2.33914e-10 -6.76345e-07 1.32844e-08 5.72347e-09 4.25425e-07 -1.00735e-08 9.60284e-09 -9.31964e-10 4.05296e-08 1.75968e-06 4.13281e-10 -1.41953e-06 2.92911e-08 -2.53177e-07 -1.011e-06 -1.71954e-06 2.95053e-08 -1.60225e-07 -3.93935e-07 -6.69495e-07 -3.09806e-07
internal_weight=0 216 2905 2883 2856 2824 2787 2761 2729 2695 51 2644 2619 95 2524 2493 2451 2105 48 2057 41 2016 346 94 61 252 222 183 157 123
internal_count=3121 216 2905 2883 2856 2824 2787 2761 2729 2695 51 2644 2619 95 2524 2493 2451 2105 48 2057 41 2016 346 94 61 252 222 183 157 123
is_linear=0
shrinkage=0.1


Tree=7834
num_leaves=31
num_cat=0
split_feature=483 12 42 483 4 42 12 483 13 480 160 1 1 33 1 479 1 9 1 150 43 484 151 12 1429 2 2 4 15 484
split_gain=1.50459e-09 7.19983e-09 7.17461e-09 3.89419e-09 3.81318e-09 5.14763e-09 4.28676e-09 3.73344e-09 2.18611e-09 1.92237e-09 2.93361e-09 2.02396e-09 3.79613e-08 5.42361e-08 3.48841e-08 1.95934e-08 8.85885e-09 7.58739e-09 6.5012e-09 6.35637e-09 1.43716e-08 3.52072e-08 6.33198e-09 6.2125e-09 6.24753e-09 7.38588e-09 7.36981e-09 1.02813e-08 6.30497e-09 6.02751e-09
threshold=0.098395000000000024 0.23631000000000002 0.096610000000000015 0.096190000000000012 -0.070499999999999993 0.093655000000000002 0.089005000000000015 0.095085000000000017 -0.080759999999999985 0.11387000000000001 -0.55697499999999989 0.091535000000000019 0.09202500000000001 -0.0066799999999999993 0.093100000000000002 0.091680000000000011 0.094090000000000021 0.081890000000000004 0.094715000000000008 0.10699000000000002 -0.085739999999999997 0.086135000000000017 0.095500000000000015 0.078300000000000008 -0.026244999999999997 0.10559 0.09678500000000001 0.0049200000000000008 -0.089549999999999991 0.027540000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 -2 6 8 9 -6 10 -1 15 -13 -14 -15 17 -16 19 -18 22 -21 -22 23 24 -12 26 27 28 -26 -30
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leaf_value=-1.011959511865551e-06 1.1545025235667104e-06 -1.9072666464126089e-06 1.4789590490129111e-06 1.3871519195163274e-06 3.017516064574011e-09 -1.7646307651375536e-06 8.0646237069901733e-07 -1.3415528926651904e-06 -1.3809796514795468e-06 8.3647764347039843e-07 -1.1044674102950446e-06 -4.2258564245788547e-06 5.1280717934787394e-06 -3.1437519267554409e-06 1.7413784013748619e-06 2.8395916256158674e-06 -1.7248349175370887e-06 1.9586951862038403e-06 -2.005301674298744e-08 -3.2007107466824891e-06 -2.884400532821019e-06 3.049161863657446e-06 1.7606232206833827e-06 -5.4174797705766803e-08 1.5763349811068329e-06 -5.9243767899325976e-07 2.3155424678540897e-06 2.2002657077234379e-06 -1.2232803071224467e-06 7.5269010896870618e-07
leaf_weight=29 21 20 39 20 25 20 38 21 21 27 21 22 20 37 28 25 23 20 816 20 20 20 21 1562 21 35 34 31 38 26
leaf_count=29 21 20 39 20 25 20 38 21 21 27 21 22 20 37 28 25 23 20 816 20 20 20 21 1562 21 35 34 31 38 26
internal_value=0 -1.63498e-08 2.94828e-07 -3.47326e-09 -7.4621e-08 -3.22809e-07 2.04814e-08 -1.30079e-08 -6.28807e-07 -3.3741e-09 -1.12779e-08 -1.05967e-09 -1.2051e-07 -2.27633e-08 -1.3672e-07 5.86022e-08 -8.39201e-09 2.14033e-08 -6.67872e-08 4.48317e-10 -1.01198e-06 8.23807e-08 3.44035e-08 1.38998e-08 5.30077e-07 7.1562e-07 1.02083e-06 6.4135e-07 7.28038e-08 -4.20542e-07
internal_weight=0 2957 164 2937 125 104 84 2917 46 2896 2869 2840 946 924 904 1894 867 1869 839 1849 60 40 1789 1768 206 185 150 116 85 64
internal_count=3121 2957 164 2937 125 104 84 2917 46 2896 2869 2840 946 924 904 1894 867 1869 839 1849 60 40 1789 1768 206 185 150 116 85 64
is_linear=0
shrinkage=0.1


Tree=7835
num_leaves=31
num_cat=0
split_feature=33 47 47 47 15 2 131 1203 130 132 1186 132 15 128 1185 129 43 0 51 403 51 51 51 4 13 0 160 2 52 4
split_gain=1.42462e-09 2.04331e-09 2.21226e-08 1.25068e-08 1.99675e-08 2.29354e-09 2.26957e-09 2.20934e-09 2.55466e-09 2.73963e-09 4.48987e-08 2.28176e-08 6.35388e-09 3.73079e-09 5.04884e-09 2.54394e-09 9.27522e-09 9.97765e-09 2.70513e-09 1.08577e-08 2.23605e-08 7.5414e-09 6.43177e-09 6.97423e-09 6.11075e-09 5.51456e-09 6.25986e-09 7.37255e-09 5.83219e-09 5.43521e-09
threshold=-0.009184999999999997 0.094160000000000008 0.096475000000000019 0.089640000000000011 -0.10324499999999999 0.14445500000000003 0.13767000000000004 -1.0000000180025095e-35 0.10923000000000001 -0.083284999999999984 1.0000000180025095e-35 -0.076764999999999986 0.086195000000000008 0.10773500000000001 0.090595000000000009 0.096450000000000022 -0.084359999999999991 -0.080434999999999993 0.094075000000000006 -0.0031149999999999997 0.097935000000000008 0.090560000000000015 0.087505000000000013 -0.077999999999999986 0.10002500000000002 0.041630000000000007 -0.41706499999999996 0.11215000000000001 -0.07278999999999998 -0.51843499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 -5 -4 7 -2 9 10 12 -11 -9 14 15 18 -17 -18 21 -20 -21 22 29 -24 25 26 -22 28 -28 -13
right_child=1 2 5 4 -6 -7 -8 8 -10 11 -12 13 -14 -15 -16 16 17 -19 19 20 24 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-6.7454018087867177e-07 8.8244699950650859e-07 3.3833260204119145e-06 1.0562225988848534e-07 -3.8237146757648016e-06 4.3683628079675566e-07 -9.336036965657474e-07 -1.0055070509389969e-06 4.3096802032684456e-08 -5.6275237507297673e-07 -3.3664475715511346e-06 4.835543394392517e-06 -1.321510600704734e-06 -1.9144479345811763e-06 1.1525269985276252e-06 -1.3744769301655861e-06 -1.0965514723877623e-06 1.1678378018586954e-07 3.113429895620357e-06 -1.7413031220376464e-06 3.2956921507740426e-06 -9.6302697634038332e-07 -1.4624402101364669e-06 2.5111301830466329e-06 -9.4514022115934348e-09 1.597859896553298e-06 -1.3884274380870921e-06 2.4253126515697929e-06 -6.3421883918208016e-07 5.1609316704670509e-07 -7.6750988846963358e-09
leaf_weight=31 29 21 277 22 22 23 22 97 77 20 20 32 20 29 26 21 25 20 23 26 35 36 21 23 26 26 24 34 48 1965
leaf_count=31 29 21 277 22 22 23 22 97 77 20 20 32 20 29 26 21 25 20 23 26 35 36 21 23 26 26 24 34 48 1965
internal_value=0 6.7554e-09 2.4559e-07 -2.09318e-08 -1.69344e-06 2.59483e-08 6.07382e-09 1.43072e-08 4.89206e-09 2.17225e-08 4.56951e-07 -2.51585e-09 -2.91526e-07 2.50574e-08 1.14959e-08 2.66051e-08 6.38797e-07 1.44863e-06 9.18174e-09 3.25594e-07 5.42666e-07 -2.76848e-08 -2.37803e-09 1.19355e-06 1.71792e-07 -5.02307e-08 1.96529e-07 5.79401e-07 1.1525e-06 -2.8728e-08
internal_weight=0 3090 321 2769 44 300 2725 2703 2674 2597 137 2460 117 2440 2411 2385 66 45 2319 242 219 2077 2041 44 193 167 141 106 72 1997
internal_count=3121 3090 321 2769 44 300 2725 2703 2674 2597 137 2460 117 2440 2411 2385 66 45 2319 242 219 2077 2041 44 193 167 141 106 72 1997
is_linear=0
shrinkage=0.1


Tree=7836
num_leaves=31
num_cat=0
split_feature=394 394 403 401 1212 401 3 1204 1186 13 132 50 394 1186 12 401 1210 457 456 457 1212 1212 11 51 43 52 159 159 13 12
split_gain=1.43003e-09 2.14584e-09 2.51089e-09 3.10163e-09 2.74049e-09 3.85247e-09 2.13453e-09 1.61246e-09 2.3679e-09 1.03851e-08 4.75643e-09 6.0503e-08 3.8066e-08 4.55823e-09 2.27379e-09 2.84285e-08 2.03595e-08 1.17054e-08 7.45391e-09 5.89838e-09 5.58503e-09 1.24131e-08 4.81499e-09 1.02777e-08 4.55961e-09 6.91512e-09 4.77547e-09 1.03103e-08 6.70752e-09 1.4486e-08
threshold=-0.14580499999999996 -0.096774999999999986 0.62200000000000011 0.13729500000000003 0.15049500000000002 0.11769000000000002 -0.082594999999999988 0.053645000000000005 0.057025000000000006 -0.0087749999999999981 -0.083284999999999984 0.10022000000000002 0.09759000000000001 -0.052704999999999995 0.088245000000000004 0.10718500000000002 -0.23316499999999998 -0.085584999999999981 -0.089384999999999978 -0.076219999999999982 -0.092474999999999988 -0.040879999999999993 0.077695000000000014 0.078435000000000019 0.084740000000000024 0.084735000000000019 0.094385000000000011 0.10442500000000002 -0.088854999999999976 0.083310000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 7 -1 8 10 -10 11 13 14 -3 15 18 -16 -18 -12 -19 -20 -22 24 -24 26 -26 28 -28 29 -23
right_child=1 2 -4 -5 -6 -7 -8 -9 9 -11 12 -13 -14 -15 16 -17 17 19 20 -21 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-1.1508824125773853e-06 8.6441786316785963e-07 -1.5131168582498009e-06 -9.1020779260967788e-07 1.2202554086927974e-06 -1.1112965746013452e-06 1.037113060596716e-06 2.2325080855978286e-07 7.5156147585987909e-07 -2.437368473129893e-06 2.6550266896534098e-07 -1.8950016378009122e-06 5.6798228041898823e-06 -4.1719414613536093e-06 4.9736704288608327e-08 3.2732716050531965e-06 -3.729686333523811e-06 2.2876485092104343e-06 -1.542202799006039e-06 1.5153978059364213e-06 4.2700762493321302e-08 -2.327246822322037e-06 1.7962317884593284e-07 2.7093427896598487e-07 -2.6339195331036623e-06 -4.7153691744889718e-08 -2.0206028663184181e-06 -1.7142198579491529e-06 5.8485773377103127e-08 6.1756668393651642e-08 2.1558645264732668e-06
leaf_weight=26 29 22 30 21 22 36 20 28 21 44 21 20 22 123 20 21 23 24 24 1087 23 136 29 21 56 26 44 129 922 51
leaf_count=26 29 22 30 21 22 36 20 28 21 44 21 20 22 123 20 21 23 24 24 1087 23 136 29 21 56 26 44 129 922 51
internal_value=0 8.28367e-09 1.32693e-10 9.1878e-09 6.96178e-10 8.92485e-09 -5.53433e-07 -3.67807e-09 -1.09475e-08 -6.07733e-07 2.69213e-09 5.23791e-07 -2.94024e-08 -1.87386e-07 4.89786e-09 -7.61614e-08 1.10472e-07 5.46903e-08 -2.43908e-08 8.46342e-09 2.49682e-09 -2.27708e-08 1.47136e-08 -9.49104e-07 5.00441e-08 -6.72881e-07 9.62843e-08 -3.92376e-07 1.72514e-07 7.18598e-07
internal_weight=0 3075 3046 3016 2995 2973 46 2937 2909 65 2844 165 2679 145 2657 1503 1154 1134 1482 1111 1461 1437 1414 50 1364 82 1282 173 1109 187
internal_count=3121 3075 3046 3016 2995 2973 46 2937 2909 65 2844 165 2679 145 2657 1503 1154 1134 1482 1111 1461 1437 1414 50 1364 82 1282 173 1109 187
is_linear=0
shrinkage=0.1


Tree=7837
num_leaves=31
num_cat=0
split_feature=132 1185 1203 51 11 142 147 147 2 0 3 4 151 12 12 16 3 474 0 0 1 2 151 457 3 13 1373 150 150 13
split_gain=1.86009e-09 9.69894e-09 5.38209e-09 1.60595e-09 1.34862e-09 1.88415e-09 1.98396e-09 2.97654e-09 1.58878e-09 7.4138e-09 7.84551e-09 1.12596e-08 1.84609e-09 7.77416e-09 2.70547e-08 1.794e-08 1.79299e-08 1.37358e-08 7.18962e-09 9.3963e-09 5.47968e-09 5.20397e-09 3.46485e-09 2.83982e-09 8.31389e-09 1.12427e-08 4.55823e-09 6.611e-09 3.50599e-09 3.64497e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.096070000000000016 -0.072629999999999986 -0.057499999999999989 0.099230000000000013 0.093875000000000014 -0.080614999999999978 -0.080119999999999983 -0.012939999999999998 0.36766000000000004 -0.085134999999999975 0.083935000000000023 0.083715000000000026 -0.0094449999999999968 -0.087129999999999985 0.083855000000000013 -0.081584999999999977 -0.085134999999999975 0.10658000000000002 0.10276500000000001 -0.09693499999999998 -0.086004999999999984 -0.083924999999999986 -0.08231999999999999 1.0000000180025095e-35 0.12706500000000001 0.11614000000000001 -0.14179999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -6 7 8 9 -7 11 -11 13 14 17 16 -15 20 19 -17 21 22 -10 24 -14 -26 27 28 29 -25
right_child=1 4 -4 -5 5 6 -8 -9 12 10 -12 -13 23 15 -16 18 -18 -19 -20 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=5.6305664600784795e-09 2.1626488649503918e-06 -7.9270089589131426e-07 -1.5750195473174246e-06 -9.405560780706423e-07 -9.3211325357905083e-07 1.6851019440324427e-06 7.3630344858381593e-07 -1.1000142800791461e-06 -1.0021768275692011e-06 -2.7057567058363933e-06 1.3977348842786341e-06 6.49779836550124e-07 -1.7623550018047103e-06 4.1637948449135821e-07 -3.5672874982343019e-06 5.8186001045917082e-07 4.2818103603773732e-06 2.5791504469907522e-06 1.386467208728549e-06 -2.0088232625019895e-06 7.0363734634220033e-07 -1.9592183197465086e-06 8.5923337152848948e-07 -4.6631875539626874e-07 1.3930393205394949e-06 -1.2184767449241464e-06 1.3702128512704804e-06 -1.5422734232320831e-06 1.3219418610788125e-06 2.7631846252023062e-08
leaf_weight=174 21 21 28 20 21 31 38 24 20 20 20 20 36 24 21 28 24 22 23 28 43 23 20 161 34 32 24 28 20 2072
leaf_count=174 21 21 28 20 21 31 38 24 20 20 20 20 36 24 21 28 24 22 23 28 43 23 20 161 34 32 24 28 20 2072
internal_value=0 2.13676e-08 -2.78973e-07 -9.19144e-08 5.74322e-09 1.16121e-08 1.86002e-08 8.85295e-09 1.84466e-08 4.29377e-07 -2.19414e-07 -1.02799e-06 4.50897e-09 2.49471e-07 -2.40511e-07 8.24333e-07 2.34909e-06 3.05288e-07 -1.02104e-07 -7.13482e-07 -1.66646e-07 -7.60649e-07 -7.14717e-08 -2.35798e-08 -5.39928e-07 1.2685e-07 -7.30518e-10 -1.51552e-08 3.82366e-09 -7.98215e-09
internal_weight=0 2899 222 194 2878 2857 2836 2798 2774 91 60 40 2683 276 149 127 48 128 79 56 106 63 40 2407 102 66 2305 2281 2253 2233
internal_count=3121 2899 222 194 2878 2857 2836 2798 2774 91 60 40 2683 276 149 127 48 128 79 56 106 63 40 2407 102 66 2305 2281 2253 2233
is_linear=0
shrinkage=0.1


Tree=7838
num_leaves=31
num_cat=0
split_feature=132 399 1203 50 393 1 1185 130 12 43 42 401 1 15 133 133 0 133 42 1209 403 1209 403 3 12 12 43 42 51 52
split_gain=1.52602e-09 7.89058e-09 6.50098e-09 1.48301e-09 1.47437e-09 5.01129e-09 1.89013e-09 1.635e-09 3.25603e-09 3.19426e-09 1.70645e-09 1.73516e-09 6.7728e-09 8.13274e-09 4.9832e-09 3.5905e-09 1.04289e-08 4.43001e-09 1.41854e-08 3.60278e-09 1.97459e-08 6.3852e-09 2.7407e-09 1.96491e-09 8.05068e-09 2.58911e-08 1.48521e-08 6.77406e-09 6.82766e-09 7.801e-09
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.093975000000000017 0.088255000000000014 0.088975000000000012 0.08777500000000002 -0.22699999999999995 0.13043000000000002 -0.15582499999999996 0.12293000000000001 -0.13200999999999999 0.094385000000000011 0.093115000000000017 0.51114000000000004 0.40431 -0.069954999999999976 0.26753000000000005 0.10256000000000001 -0.084629999999999997 -0.0047449999999999992 -0.033554999999999995 -0.52445499999999989 -0.094874999999999987 0.089085000000000011 0.092200000000000018 -0.095049999999999982 -0.12995999999999999 0.078435000000000019 0.09086000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 6 -6 7 -2 10 -10 11 12 13 -9 15 17 -17 19 -19 20 -13 -21 -23 24 27 26 -26 -24 29 -29
right_child=1 -3 -4 -5 5 -7 -8 8 9 -11 -12 14 -14 -15 -16 16 -18 18 -20 21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=1.4096519878746353e-08 -8.7831431138900883e-07 1.4506060019333458e-06 -1.9738536988711529e-06 -8.7525151814458832e-07 2.6777669859257003e-07 -1.6434357566259164e-06 7.1078866537127879e-07 -3.1772515295100139e-07 1.4648546076993323e-06 3.9123392417994902e-08 -6.6590255155227712e-07 2.5893639758578504e-06 -1.0189466999171211e-06 2.2515650406213745e-06 -1.4179784245698104e-06 2.1094120131300741e-06 -6.2165531239265367e-07 4.2646469599579481e-07 -3.0117286314634842e-06 -1.5739079698890306e-06 -1.467104783885242e-06 1.0649754472069616e-06 -2.0041253227039608e-06 -5.2040027940587498e-08 7.9662618816200844e-07 8.2457528159032095e-08 4.5226854398527438e-06 5.9546713948630244e-07 -1.4037315381187909e-06 -1.4011194707563847e-06
leaf_weight=175 21 38 20 21 34 23 38 22 30 33 39 28 21 28 25 29 27 30 20 26 21 24 21 1924 20 198 23 106 32 24
leaf_count=175 21 38 20 21 34 23 38 22 30 33 39 28 21 28 25 29 27 30 20 26 21 24 21 1924 20 198 23 106 32 24
internal_value=0 1.90663e-08 -2.56437e-07 -8.11908e-08 9.23205e-11 -5.03414e-07 1.03058e-08 7.03221e-10 7.41328e-09 7.18043e-07 -9.24211e-09 4.25601e-10 4.88112e-07 1.12108e-06 -1.30057e-08 7.52406e-10 7.92647e-07 -1.70074e-08 -9.48813e-07 2.03239e-09 8.50877e-07 -1.53126e-08 1.77145e-09 -9.09605e-09 1.85772e-07 5.65481e-07 2.78963e-06 -3.14281e-07 -9.52269e-08 2.26867e-07
internal_weight=0 2905 216 196 2867 57 2810 2772 2751 63 2688 2649 71 50 2578 2553 56 2497 50 2447 49 2398 2372 2348 424 241 43 183 162 130
internal_count=3121 2905 216 196 2867 57 2810 2772 2751 63 2688 2649 71 50 2578 2553 56 2497 50 2447 49 2398 2372 2348 424 241 43 183 162 130
is_linear=0
shrinkage=0.1


Tree=7839
num_leaves=31
num_cat=0
split_feature=10 16 10 16 1429 1429 3 51 150 151 2 475 12 42 157 16 39 15 9 9 97 9 52 157 2 155 43 43 131 131
split_gain=1.38886e-09 2.1716e-08 2.83242e-08 2.38541e-09 1.6872e-09 5.72004e-09 5.44492e-09 1.5928e-08 1.34733e-08 1.27756e-08 8.10441e-09 1.21179e-08 4.32978e-09 5.62472e-09 5.83612e-09 3.62481e-09 2.23642e-09 7.69955e-09 6.75216e-09 9.82418e-09 2.57283e-09 5.75683e-09 2.19355e-09 8.66385e-09 7.57556e-09 6.66012e-09 2.22307e-09 1.40224e-08 4.69574e-09 9.81473e-09
threshold=-0.011559999999999999 -0.056919999999999991 -0.094984999999999986 -0.25582999999999995 0.032755000000000006 0.083595000000000017 -0.087429999999999994 -0.085604999999999987 0.10874500000000002 -0.081779999999999978 0.087470000000000006 -0.085669999999999982 0.084405000000000022 0.085010000000000016 -0.076119999999999979 0.26676500000000009 -1.0000000180025095e-35 -0.093959999999999988 0.092235000000000011 1.0000000180025095e-35 -0.083229999999999985 -0.013509999999999999 -0.55061999999999989 -0.04831499999999999 0.10467500000000002 0.11854500000000001 -0.077824999999999991 -0.077044999999999988 0.089915000000000009 0.10370500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 16 -6 9 -8 10 -7 -9 -12 -13 -14 -15 -11 17 -2 19 20 -18 -22 23 24 -23 26 28 -28 -24 -30
right_child=4 -3 -4 -5 5 6 7 8 -10 15 11 12 13 14 -16 -17 18 -19 -20 -21 21 22 25 -25 -26 -27 27 -29 29 -31
leaf_value=-5.0468808377144922e-07 -3.5312781649061499e-07 1.7212819762511976e-06 -3.9568917038388043e-06 8.0629610356877305e-07 -1.6924189490434099e-06 2.7930737564219042e-06 -2.211575462010124e-06 1.3521297593873291e-06 2.3658156632936054e-06 -6.6847170724766269e-07 -2.834743050005359e-06 1.0190477091189521e-06 -1.9694821133953155e-06 1.2528231236176778e-06 -1.0778168726491543e-06 8.7892583190788778e-07 -9.0932014308205466e-07 2.0616915623142393e-06 -1.3160886538030724e-06 2.2521607536418744e-06 1.5793944112404053e-06 -1.3149081041774481e-07 3.8729126965982276e-08 6.395948212735272e-07 -2.8175326877187348e-06 1.6018107721215024e-06 -2.3954854441399221e-06 -8.5926258292223003e-09 1.3246637361622303e-06 -2.5678087601353702e-07
leaf_weight=35 31 36 26 23 24 20 38 24 22 41 21 23 20 21 22 24 29 23 37 20 24 21 659 36 21 27 25 1588 91 69
leaf_count=35 31 36 26 23 24 20 38 24 22 41 21 23 20 21 22 24 29 23 37 20 24 21 659 36 21 27 25 1588 91 69
internal_value=0 -3.33603e-07 -1.21427e-06 1.5185e-08 1.33363e-08 -2.11648e-07 -8.28851e-08 -3.79187e-07 7.59165e-08 5.82922e-07 -3.08647e-07 -6.81157e-07 -1.55282e-07 -5.84005e-07 6.04027e-08 -9.71249e-08 3.83253e-08 6.75406e-07 2.53286e-08 4.43448e-08 2.72961e-08 3.7902e-08 2.33195e-08 -4.9877e-07 -1.47451e-06 3.98803e-08 2.25398e-08 -4.55872e-08 1.56714e-07 6.42666e-07
internal_weight=0 120 84 58 3001 300 276 191 153 85 131 107 86 63 43 65 2701 54 2647 2610 2590 2561 2537 78 42 2459 2432 1613 819 160
internal_count=3121 120 84 58 3001 300 276 191 153 85 131 107 86 63 43 65 2701 54 2647 2610 2590 2561 2537 78 42 2459 2432 1613 819 160
is_linear=0
shrinkage=0.1


Tree=7840
num_leaves=31
num_cat=0
split_feature=33 34 34 9 8 11 44 158 158 482 1429 482 4 1371 457 160 4 479 13 481 133 480 160 51 51 4 481 1446 1447 1456
split_gain=1.40784e-09 1.76333e-09 2.6182e-09 2.10359e-09 2.70495e-09 1.9165e-09 1.30425e-09 7.0811e-09 1.86303e-09 2.29106e-09 4.85475e-09 3.37535e-09 7.84198e-09 2.27712e-09 2.84148e-09 2.00354e-09 9.3893e-09 2.60852e-09 6.15343e-09 3.14601e-09 2.49134e-09 2.68658e-08 2.20664e-08 7.90994e-09 2.2008e-08 8.96596e-09 5.96027e-09 7.32126e-09 1.78959e-08 6.31522e-09
threshold=-0.009184999999999997 -0.11726499999999999 -0.085644999999999985 0.088235000000000022 0.091215000000000004 -1.0000000180025095e-35 0.099360000000000018 -0.47356499999999996 -0.46413499999999996 0.11117500000000001 0.087415000000000007 0.098465000000000011 0.63113500000000011 0.08976000000000002 -0.23144499999999998 -0.54913999999999985 -0.081609999999999988 0.10061500000000002 -0.076384999999999995 -0.23316499999999998 0.0033250000000000003 0.10252000000000001 -0.50351499999999982 0.020580000000000005 0.090050000000000005 -0.077519999999999992 -0.087424999999999989 0.085345000000000018 -0.086359999999999978 0.090820000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 -7 -9 11 -11 12 13 14 -10 16 -16 19 -19 -17 21 -21 -22 26 -25 -26 -24 28 -28 -30
right_child=1 2 3 4 -6 6 -8 8 9 10 -12 -13 -14 -15 15 17 -18 18 -20 20 22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=-6.7055009385659372e-07 -9.2920367272597565e-07 1.099818374231373e-06 -9.5792781307647517e-07 1.4145821494319458e-06 -3.2177720551577038e-08 1.6506515173922217e-06 -6.3422565008686151e-07 -7.5409716545795111e-07 1.1265424921641005e-06 1.6117545053125818e-06 -4.0664008131650262e-07 -1.1025479991084403e-06 1.9260451660145571e-06 -1.0045490289880748e-06 -9.365794103359804e-07 1.1491987033482671e-06 1.5860900349353971e-06 -2.0691837148945071e-06 4.1142665622828646e-07 -5.4573117917168138e-08 3.2323400815088961e-06 -3.6544010028938791e-06 -1.6315722177751013e-06 2.8560451737133819e-06 -1.89572955594572e-06 5.1033712283443851e-07 2.8988213178611964e-06 -1.7912480997062592e-06 -1.1264410253566712e-07 1.503241498312491e-06
leaf_weight=31 20 22 21 24 28 26 32 33 22 26 22 28 21 23 25 23 36 20 20 1623 22 21 24 36 21 59 21 23 743 25
leaf_count=31 20 22 21 24 28 26 32 33 22 26 22 28 21 23 25 23 36 20 20 1623 22 21 24 36 21 59 21 23 743 25
internal_value=0 6.72361e-09 1.28209e-08 4.97507e-09 6.35558e-07 -5.96962e-09 7.50087e-10 7.65434e-09 -6.99013e-09 1.5586e-09 6.86657e-07 -1.00369e-08 8.57124e-10 -1.36491e-08 -5.40359e-09 -1.44856e-08 5.52209e-07 -2.73794e-08 -8.28879e-07 -1.52401e-08 -2.54701e-08 -1.00556e-07 1.01267e-07 2.89102e-08 8.02734e-07 -1.21255e-07 -7.84626e-08 -3.25579e-08 1.87094e-08 -6.00437e-08
internal_weight=0 3090 3070 3048 52 2996 2975 2943 2917 2884 48 2836 2808 2787 2764 2742 61 2681 40 2641 2618 1644 974 952 116 80 836 812 789 768
internal_count=3121 3090 3070 3048 52 2996 2975 2943 2917 2884 48 2836 2808 2787 2764 2742 61 2681 40 2641 2618 1644 974 952 116 80 836 812 789 768
is_linear=0
shrinkage=0.1


Tree=7841
num_leaves=31
num_cat=0
split_feature=45 0 1429 156 156 51 47 0 16 3 47 394 148 447 16 457 4 49 15 13 16 16 16 16 160 4 133 480 480 51
split_gain=1.39392e-09 1.19913e-08 2.53294e-09 4.64842e-09 1.80443e-09 2.87055e-09 1.76094e-09 1.57751e-08 6.10766e-08 1.98198e-08 1.03176e-08 2.01035e-09 1.94676e-09 3.17326e-09 2.22607e-09 4.29049e-09 8.86178e-09 2.30974e-08 7.20057e-09 3.9355e-09 2.375e-09 6.48598e-09 2.38334e-09 3.29088e-09 3.19701e-09 1.26062e-08 2.88762e-09 1.7547e-08 1.71087e-08 6.95282e-09
threshold=0.084355000000000013 -0.14723999999999998 -0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.092710000000000015 -0.10224499999999999 -0.18708499999999997 -1.0000000180025095e-35 0.090100000000000013 0.15288500000000002 -0.10069499999999999 0.094580000000000011 -0.54656499999999986 0.091495000000000007 -0.010024999999999997 -0.043469999999999995 -0.083359999999999976 -0.029529999999999997 -0.5315899999999999 -0.50992999999999988 -0.50690499999999983 -0.5009849999999999 -0.54913999999999985 -0.081609999999999988 0.017095000000000003 0.11303500000000001 0.11089500000000001 0.045645000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 10 8 -8 -9 11 12 -4 14 19 20 -17 18 -18 -14 -16 -22 -23 -24 25 -25 27 -26 29 -28
right_child=1 -3 3 -5 5 -7 7 9 -10 -11 -12 -13 13 -15 15 16 17 -19 -20 -21 21 22 23 24 26 -27 28 -29 -30 -31
leaf_value=-1.1302336453411499e-06 2.343612592745731e-06 -7.940776555170127e-07 7.7237795754747655e-07 1.5183552250164213e-06 2.2917101995560753e-07 -1.3567521403956562e-06 2.2014818026962402e-07 -1.3755896901557208e-07 -6.2176177777928389e-06 2.9104786926599976e-06 2.1803989584027889e-06 8.6441770932310655e-07 1.5719327553530027e-07 -1.0712087243648837e-06 9.204607086606606e-07 2.5504167390977273e-06 3.0259428456247407e-07 -2.4980128841889385e-06 2.8717422262047876e-06 -1.622885594829511e-06 -1.5935684490824105e-06 1.0550606456642224e-06 -9.5068423274209926e-07 -8.4291876009956468e-07 -6.1831816193397436e-08 2.2734031629864956e-06 -5.0369148372970299e-08 -2.7897485646614469e-06 3.0124863377523074e-06 7.920667858992861e-07
leaf_weight=20 21 29 32 20 21 25 56 192 20 24 22 27 27 28 27 20 24 22 20 23 26 21 37 25 1347 27 782 24 20 112
leaf_count=20 21 29 32 20 21 25 56 192 20 24 22 27 27 28 27 20 24 22 20 23 26 21 37 25 1347 27 782 24 20 112
internal_value=0 5.23752e-07 -8.52807e-09 -1.17504e-09 -1.12016e-08 -6.32744e-07 -1.62343e-09 -2.34876e-07 -1.474e-06 2.01112e-07 2.3668e-08 5.90385e-09 -2.86312e-09 -1.23607e-08 -8.87132e-10 1.21507e-08 7.06386e-07 1.47588e-07 1.47039e-06 -6.61643e-07 -1.22383e-08 -2.26401e-08 -5.58623e-09 -1.49685e-08 -1.54032e-10 7.75171e-07 -1.77982e-08 -1.09585e-07 1.19882e-07 5.51709e-08
internal_weight=0 50 3071 3051 3031 46 2985 292 76 216 2693 2671 2644 2612 2584 2534 86 66 44 50 2448 2421 2395 2374 2337 52 2285 1371 914 894
internal_count=3121 50 3071 3051 3031 46 2985 292 76 216 2693 2671 2644 2612 2584 2534 86 66 44 50 2448 2421 2395 2374 2337 52 2285 1371 914 894
is_linear=0
shrinkage=0.1


Tree=7842
num_leaves=31
num_cat=0
split_feature=46 453 0 47 15 10 0 15 0 15 15 151 150 448 0 2 4 0 15 4 150 151 0 159 41 41 3 1 11 2
split_gain=1.49021e-09 2.19403e-09 1.82029e-09 1.30986e-08 3.41386e-08 3.01137e-08 1.05092e-08 9.37482e-09 5.91016e-09 3.44026e-08 9.86904e-09 6.77427e-09 5.98558e-09 6.16405e-09 5.42938e-09 1.33694e-08 1.63962e-08 5.07371e-09 9.25472e-09 1.86696e-08 8.29079e-09 1.40593e-08 8.44371e-09 4.93547e-09 4.59667e-09 5.99257e-09 4.57479e-09 4.39259e-09 5.25656e-09 7.80979e-09
threshold=0.10987500000000001 0.10071000000000001 -0.10151999999999999 0.094160000000000008 -0.11345499999999999 -1.0000000180025095e-35 -0.097024999999999986 -0.099734999999999976 -0.11173999999999999 -0.10203999999999998 -0.043924999999999992 -0.10737499999999998 0.12244500000000001 -0.076874999999999985 -0.094299999999999981 0.089725000000000013 -0.0035949999999999997 -0.14723999999999998 -0.087894999999999987 0.0049200000000000008 0.084335000000000007 -0.0096649999999999982 -0.14920999999999998 0.089270000000000016 0.088520000000000015 0.077300000000000021 0.10299500000000002 0.077565000000000009 0.083010000000000014 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 26 -1 7 -4 11 -10 -11 -7 13 -13 15 16 -8 20 23 -20 22 -22 27 -19 25 -16 -5 -15 29 -29
right_child=-2 -3 6 4 -6 8 14 -9 9 10 -12 12 -14 17 24 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.8334812591322986e-06 8.2011410737240187e-07 -1.0498250685486709e-06 -2.5777026752981831e-06 -7.4845641488390099e-07 4.7012413956922092e-06 1.3412041013793898e-06 2.174166524360728e-06 -3.937720818470791e-07 4.471536339849536e-06 -2.0250393359591807e-06 8.79016328212856e-07 1.5966424598445885e-06 -1.5963916212058395e-06 1.5157758029586563e-06 -2.5863679633475619e-08 2.8483786887781424e-06 -1.3797219838472624e-06 -3.7962670310557421e-07 -3.8517862942006271e-06 -1.9128546090254723e-07 -2.6248474819112745e-06 7.288701756351657e-07 2.2565516895056703e-06 1.4367857783695184e-06 -1.1151800971507137e-06 1.331564280973501e-06 9.9889898671069114e-07 1.7785712263783074e-06 -1.3782676267451083e-06 -2.7210433203733308e-07
leaf_weight=20 22 20 29 31 22 34 21 61 20 22 25 22 26 22 2246 23 34 52 22 38 25 25 24 21 38 33 29 26 23 65
leaf_count=20 22 20 29 31 22 34 21 61 20 22 25 22 26 22 2246 23 34 52 22 38 25 25 24 21 38 33 29 26 23 65
internal_value=0 -5.82479e-09 9.5663e-10 1.58223e-07 1.33162e-06 -2.97049e-08 -3.66354e-08 -1.09748e-06 1.2492e-07 9.9784e-07 -4.80329e-07 -1.26931e-08 -1.30423e-07 -2.59981e-08 3.22948e-09 8.23842e-07 -2.27827e-08 -1.30074e-07 -6.13355e-07 -1.53347e-06 1.76004e-07 -9.47989e-07 5.27251e-07 1.42903e-07 -2.43958e-08 -6.20808e-09 9.60987e-08 2.22081e-07 -2.75797e-08 3.13803e-07
internal_weight=0 3099 3079 594 82 512 2485 90 492 67 47 425 391 365 2395 78 55 343 133 60 210 50 160 73 2317 2279 60 136 114 91
internal_count=3121 3099 3079 594 82 512 2485 90 492 67 47 425 391 365 2395 78 55 343 133 60 210 50 160 73 2317 2279 60 136 114 91
is_linear=0
shrinkage=0.1


Tree=7843
num_leaves=31
num_cat=0
split_feature=483 12 13 1456 1456 157 0 484 4 483 480 480 1373 150 1373 1375 483 157 52 1419 42 1375 1375 3 1375 481 12 3 2 481
split_gain=1.53493e-09 6.62417e-09 6.1177e-09 5.25258e-09 1.66678e-08 3.58549e-09 3.80438e-09 7.8397e-09 3.29267e-09 1.97327e-09 1.91599e-09 3.37755e-09 1.74374e-09 7.49694e-09 3.06915e-09 4.55243e-09 2.403e-09 1.22932e-08 7.71441e-09 4.41021e-09 5.82863e-09 3.45378e-09 1.02373e-08 8.34719e-09 6.9402e-09 2.83971e-09 2.54084e-08 3.36796e-08 1.6683e-08 1.19078e-08
threshold=0.098395000000000024 0.23631000000000002 0.0045550000000000009 -0.16825499999999996 -0.045159999999999999 -0.06482499999999998 -0.080689999999999984 -0.066214999999999982 0.63113500000000011 0.095250000000000015 0.11387000000000001 0.106725 0.08789000000000001 0.090480000000000019 1.0000000180025095e-35 -0.42089999999999994 0.087520000000000014 -0.081579999999999986 -0.0087299999999999982 0.087255000000000013 0.085730000000000015 0.084665000000000018 0.083830000000000002 -0.082334999999999978 0.057835000000000004 -0.081614999999999979 0.083715000000000026 -0.086049999999999988 0.083715000000000026 -0.075999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 -5 -6 -7 -8 9 10 11 12 14 -14 15 -1 19 -18 -19 21 -21 22 24 -23 25 26 -17 -28 -29 -27
right_child=2 -3 -4 4 5 6 7 -9 -10 -11 -12 -13 13 -15 -16 16 17 18 -20 20 -22 23 -24 -25 -26 29 27 28 -30 -31
leaf_value=-1.3776179400792899e-06 -1.4336720460050855e-06 -1.8302640046385933e-06 1.9366308788448804e-06 2.956531582185562e-06 1.0076172753770152e-06 1.9076976591864403e-07 2.1104324819784132e-07 -2.5214247828097589e-06 1.1623400183680133e-06 -8.2061127462414634e-07 8.3305814518586922e-07 -1.3082761797988951e-06 -1.7039497935103202e-06 8.1529988598222635e-07 8.8699653833128441e-07 -1.9701055326814022e-06 2.6168865263441278e-06 -1.5708153398463766e-06 8.3455439247851863e-07 -2.0222109607175299e-06 9.679938557383139e-08 2.1015544698457237e-06 -2.0629143259990694e-06 -6.0283614781534811e-07 1.8676203262657508e-06 -2.4558812458508329e-06 4.5478298829948475e-06 2.4936087322657842e-06 -1.0292441259469167e-06 -5.5584087692700149e-09
leaf_weight=24 20 20 20 20 20 42 21 21 24 30 27 20 27 21 39 31 21 24 30 25 27 25 24 21 20 20 24 20 41 2372
leaf_count=24 20 20 20 20 20 42 21 21 24 30 27 20 27 21 39 31 21 24 30 25 27 25 24 21 20 20 24 20 41 2372
internal_value=0 -1.65162e-08 2.97783e-07 7.01657e-08 3.1272e-07 -1.95705e-07 -4.82211e-07 -1.15519e-06 -4.16515e-09 -1.37759e-08 -5.38011e-09 -1.33065e-08 -4.17416e-09 -6.01778e-07 6.11457e-09 -6.38248e-09 5.69446e-09 5.63889e-07 -2.34499e-07 -1.01035e-08 -9.21956e-07 8.14758e-09 -7.33225e-09 8.66941e-07 1.21828e-08 -2.61338e-09 4.80585e-07 1.37437e-06 1.2579e-07 -2.60461e-08
internal_weight=0 2957 164 144 124 104 84 42 2937 2913 2883 2856 2836 48 2788 2749 2725 75 54 2650 52 2598 2552 46 2528 2508 116 85 61 2392
internal_count=3121 2957 164 144 124 104 84 42 2937 2913 2883 2856 2836 48 2788 2749 2725 75 54 2650 52 2598 2552 46 2528 2508 116 85 61 2392
is_linear=0
shrinkage=0.1


Tree=7844
num_leaves=31
num_cat=0
split_feature=132 15 1185 1186 50 0 0 13 130 132 483 12 52 2 43 39 154 157 475 0 13 0 12 3 4 4 130 51 159 133
split_gain=1.25893e-09 3.91655e-08 2.05103e-08 7.12022e-09 1.71536e-09 1.65351e-09 2.77359e-09 2.64838e-09 2.27689e-09 1.51561e-09 1.32125e-09 6.15188e-09 1.63746e-08 1.05961e-08 6.08466e-09 5.5895e-09 2.00923e-09 4.36837e-09 2.42591e-09 2.21177e-09 1.07203e-08 2.09426e-08 1.48502e-08 7.31001e-09 2.80712e-09 1.08786e-08 8.09628e-09 5.73233e-09 9.11122e-09 9.13597e-09
threshold=-0.083284999999999984 0.091650000000000023 -0.087384999999999977 0.0044650000000000011 0.09227500000000001 -0.073309999999999986 -0.082084999999999977 -0.051094999999999995 0.087380000000000013 -0.050879999999999988 0.098395000000000024 0.094435000000000005 0.12445000000000002 0.083715000000000026 -0.074974999999999986 0.15619500000000003 0.084190000000000001 0.63604500000000008 -0.40672499999999995 0.10455500000000001 0.10002500000000002 0.12445000000000002 0.091200000000000017 -0.098469999999999988 -0.086849999999999997 -0.08835999999999998 0.084355000000000027 -0.14283999999999999 0.014475000000000003 0.085895000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 -1 -9 -4 15 13 -13 -12 -15 16 17 18 -11 24 21 -21 -23 -24 25 26 27 -20 29 -29
right_child=2 -3 9 -5 -6 -7 -8 8 -10 10 11 12 -14 14 -16 -17 -18 -19 19 20 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=1.0122044041338542e-06 -3.2087493877952513e-06 3.7973446220955033e-06 7.6475429623839709e-07 -2.0080222693000647e-06 -8.4072666339807256e-07 -7.5042496952110451e-07 1.1752505732450421e-06 6.7750720871054946e-08 -1.0903815715816259e-06 9.0688407250001623e-07 -1.9364787537877139e-06 -2.438761888533413e-07 3.1719573391218667e-06 -3.3845496658231739e-07 1.5084609609061773e-06 -1.6438230185637321e-06 9.4575148236489521e-07 -1.4861803151688947e-06 1.5149291643425503e-06 -3.0902837058801523e-06 1.07668958441315e-06 -1.6156310263079032e-06 2.3672650999155095e-06 -2.2133342639563125e-07 -3.1223532117982635e-08 1.8519678853396891e-06 -1.6119108483263306e-06 9.0606300778146651e-07 -1.0244179853751185e-06 -7.9848833342955295e-07
leaf_weight=20 20 27 26 21 24 21 24 58 24 29 26 36 23 44 30 21 22 20 31 31 37 33 24 20 2147 39 26 117 57 43
leaf_count=20 20 27 26 21 24 21 24 58 24 29 26 36 23 44 30 21 22 20 31 31 37 33 24 20 2147 39 26 117 57 43
internal_value=0 2.31205e-07 -1.74377e-08 -2.70283e-07 -5.68765e-08 7.10991e-08 2.0802e-07 -1.9564e-08 -2.71215e-07 4.70882e-09 -2.21036e-09 2.77917e-07 1.08772e-06 -1.99866e-07 4.10295e-07 -1.87251e-08 -5.9721e-09 -1.38613e-08 -2.68196e-09 -1.28076e-08 -3.92341e-07 -8.9562e-07 -1.20536e-08 1.19063e-06 9.56321e-09 2.89337e-07 6.69185e-08 2.42925e-07 6.12099e-08 4.47965e-07
internal_weight=0 219 2902 192 171 147 126 102 82 2882 2856 159 59 100 74 2697 2676 2654 2634 2605 145 108 77 44 2460 313 274 248 217 160
internal_count=3121 219 2902 192 171 147 126 102 82 2882 2856 159 59 100 74 2697 2676 2654 2634 2605 145 108 77 44 2460 313 274 248 217 160
is_linear=0
shrinkage=0.1


Tree=7845
num_leaves=31
num_cat=0
split_feature=401 1212 3 0 401 402 131 401 1210 133 1209 1208 403 0 1213 403 394 403 52 3 12 1213 403 0 160 16 131 131 480 481
split_gain=1.31656e-09 1.64397e-09 8.26564e-09 3.61706e-09 1.81846e-09 4.51977e-09 2.12635e-09 3.85933e-09 7.59367e-09 2.13633e-09 4.65957e-09 2.77268e-09 4.0324e-09 7.70289e-09 5.06392e-09 1.042e-08 5.04746e-09 2.70975e-09 5.6066e-09 6.12101e-09 5.90088e-09 5.85222e-09 5.23478e-09 8.40536e-09 4.54506e-09 4.24927e-09 2.67866e-09 1.32391e-08 1.02652e-08 2.81771e-08
threshold=0.13837000000000002 0.12472500000000002 -0.077354999999999993 -0.075934999999999989 -0.46360499999999999 -0.45454999999999995 0.13602500000000003 -0.13200999999999999 0.258635 0.41553500000000004 0.11240000000000001 0.092250000000000013 -0.5335399999999999 -0.086409999999999987 0.10336000000000002 -0.014954999999999998 0.264685 -0.090774999999999981 0.085175000000000015 -0.091354999999999978 0.090020000000000017 -0.020279999999999996 -0.085729999999999987 -0.086074999999999985 -0.57146499999999989 -0.084119999999999986 0.092000000000000012 0.09055500000000001 0.11191000000000002 -0.0050099999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 7 -7 9 10 11 12 13 -9 16 -16 17 18 20 -20 21 -14 23 -19 -24 -21 27 28 -26 -30
right_child=-2 2 -4 -5 5 6 -8 8 -10 -11 -12 -13 14 -15 15 -17 -18 22 19 25 -22 -23 24 -25 26 -27 -28 -29 29 -31
leaf_value=-8.0704710926836149e-07 -7.8911997704944093e-07 -1.2571660704452371e-06 2.1835873911868477e-06 6.4468999994460329e-07 1.166456589737319e-06 1.2344993258466276e-06 -9.4778358719812188e-07 -3.7342823426505289e-07 -1.9080213134327008e-06 -8.2529119744608154e-07 1.4590687173536439e-06 -9.5816110274427062e-07 2.1856207209127425e-07 2.335092032369955e-06 -1.9476969586124855e-06 8.0049644088314218e-07 1.5962538134317585e-06 2.9769669620896647e-07 -3.4197332219321199e-07 7.2174383538887409e-07 1.0011936592491111e-06 -1.8692342062820446e-06 1.4001351800012029e-06 -1.9634842806226519e-06 -4.2456310078068955e-08 2.6695603575414378e-06 3.496146900167174e-07 -2.0305596969840486e-06 4.2523034699115672e-06 -9.3386417202881682e-07
leaf_weight=28 21 20 20 20 33 25 24 21 21 31 22 30 29 21 37 22 20 31 20 21 30 25 23 35 2203 24 189 33 20 22
leaf_count=28 21 20 20 20 33 25 24 21 21 31 22 30 29 21 37 22 20 31 20 21 30 25 23 35 2203 24 189 33 20 22
internal_value=0 5.34843e-09 5.23704e-07 -3.06238e-07 -4.88227e-09 2.57478e-09 -1.03182e-08 -2.70424e-09 -1.32606e-08 4.17645e-10 9.31166e-09 -1.85594e-09 8.29592e-09 9.80832e-07 -6.37596e-09 -9.22947e-07 1.34691e-08 1.76641e-09 4.16308e-07 1.11364e-06 -1.23295e-07 -7.4801e-07 -2.2399e-08 -9.01414e-07 9.0025e-10 1.76058e-06 -1.21449e-08 -4.21592e-08 -1.2931e-08 1.53574e-06
internal_weight=0 3100 60 40 3040 3012 2979 2955 2930 2909 2878 2856 2826 42 2784 59 2725 2705 149 65 84 54 2556 66 2490 45 2467 2278 2245 42
internal_count=3121 3100 60 40 3040 3012 2979 2955 2930 2909 2878 2856 2826 42 2784 59 2725 2705 149 65 84 54 2556 66 2490 45 2467 2278 2245 42
is_linear=0
shrinkage=0.1


Tree=7846
num_leaves=31
num_cat=0
split_feature=124 133 51 124 34 120 4 10 4 9 48 457 457 456 150 447 150 0 150 13 51 1 3 12 39 45 40 2 40 2
split_gain=1.32665e-09 2.77891e-09 3.15881e-09 2.63323e-09 5.05993e-09 3.00521e-09 3.52154e-09 4.69599e-09 4.17474e-08 4.95769e-09 2.4611e-09 2.09738e-09 5.40348e-09 3.29053e-09 2.43008e-09 3.59044e-09 2.6068e-09 9.39895e-09 5.95991e-09 2.84638e-09 1.95108e-08 5.5261e-09 5.1136e-09 3.5977e-09 1.45515e-08 9.59605e-09 5.41283e-09 9.6345e-09 4.65921e-09 3.87254e-09
threshold=-0.083229999999999985 0.088525000000000006 0.085720000000000005 -0.080874999999999989 -0.08786999999999999 1.0000000180025095e-35 0.63113500000000011 -0.011239999999999998 0.053180000000000012 0.087755000000000014 0.087215000000000015 -0.14941999999999997 -0.098834999999999992 -0.085409999999999986 0.12640500000000002 0.094005000000000019 0.10980500000000001 -0.085669999999999982 0.10571000000000001 -0.17933499999999997 0.081440000000000026 0.10684 0.13524500000000003 -0.010834999999999999 0.087150000000000019 0.084355000000000013 -0.050459999999999998 0.13404500000000005 -0.078349999999999989 0.11728500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -2 -5 6 7 8 -6 11 -1 -9 -13 -14 15 16 18 -18 19 20 21 -15 23 24 -21 29 27 28 -26 -25
right_child=3 -3 -4 4 5 -7 -8 9 -10 -11 -12 12 13 14 -16 -17 17 -19 -20 22 -22 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=1.9587446183283212e-07 -8.6562045630166221e-07 1.3792920341515471e-06 1.201601124826677e-06 1.3574982723959559e-06 -3.2442238789647521e-06 -1.1094849528490158e-06 1.1979259236719979e-06 7.8941564858325823e-07 2.1733131200107893e-06 1.1498836356991349e-06 -7.9979739633231753e-07 -1.6227949778286056e-06 9.9553482204584051e-07 1.2331285288880169e-06 -9.5128111833478862e-07 1.1116124444551393e-06 -1.9086489656133225e-06 8.6924711509151989e-07 1.4650020628121437e-06 -2.9501698328377168e-06 -3.0922472734820753e-06 -5.9778144448581071e-07 1.247436772366939e-06 1.7538972762601262e-08 8.2763529036355991e-07 2.1305253728173956e-06 -1.1631783610728994e-06 2.2913173302185899e-06 -1.1861260051975681e-06 -5.1154805629647788e-07
leaf_weight=92 36 20 23 27 33 25 24 32 25 37 34 21 32 32 28 28 29 21 27 21 23 34 32 2119 20 21 30 20 27 148
leaf_count=92 36 20 23 27 33 25 24 32 25 37 34 21 32 32 28 28 29 21 27 21 23 34 32 2119 20 21 30 20 27 148
internal_value=0 2.72485e-07 1.23921e-07 -1.56018e-08 -5.10779e-09 -1.78424e-08 -8.31343e-09 -1.8507e-08 -9.09079e-07 5.99163e-11 -7.27989e-08 -1.54386e-08 -2.49319e-08 -1.24672e-08 -2.45935e-08 -1.47351e-08 -2.68464e-08 -7.41933e-07 -1.28471e-08 -2.86373e-08 -5.84114e-07 2.89932e-07 -8.35943e-09 -2.50616e-08 -5.63519e-07 2.70848e-09 -4.68217e-08 4.5304e-07 -3.29206e-07 -1.70022e-08
internal_weight=0 169 149 2952 2916 2889 2864 2840 58 2782 126 2745 2713 2692 2660 2632 2604 50 2554 2527 89 66 2438 2406 118 2288 97 67 47 2267
internal_count=3121 169 149 2952 2916 2889 2864 2840 58 2782 126 2745 2713 2692 2660 2632 2604 50 2554 2527 89 66 2438 2406 118 2288 97 67 47 2267
is_linear=0
shrinkage=0.1


Tree=7847
num_leaves=31
num_cat=0
split_feature=130 130 13 13 52 16 13 0 52 1186 132 50 1204 132 394 132 39 33 130 3 3 52 52 51 52 52 160 3 124 3
split_gain=1.39712e-09 5.11605e-09 2.96033e-09 5.43118e-09 2.74806e-09 3.44729e-09 6.52302e-09 2.93559e-09 3.46028e-09 2.16571e-09 3.93839e-09 5.41383e-08 3.20133e-08 4.29845e-09 4.20073e-09 3.27917e-09 2.54492e-09 7.79751e-09 2.10184e-09 1.93094e-09 7.62617e-09 4.42494e-09 9.39275e-09 7.71891e-09 6.60833e-09 5.37854e-09 5.18874e-09 4.10071e-09 1.37379e-08 6.56545e-09
threshold=-0.0089599999999999975 -0.0048749999999999991 -0.012119999999999997 -0.017449999999999997 0.10347000000000002 -0.092124999999999985 0.24394000000000002 -0.086729999999999988 0.087555000000000008 0.062435000000000011 -0.083284999999999984 0.097510000000000013 -0.082199999999999981 -0.088184999999999986 -0.088129999999999986 -0.019049999999999997 -1.0000000180025095e-35 -0.009184999999999997 -0.089704999999999993 -0.0037349999999999996 1.0000000180025095e-35 -0.23375999999999997 -0.40967499999999996 -0.14283999999999999 -0.092399999999999982 -0.078224999999999975 0.10070500000000002 -0.0096849999999999974 -0.081214999999999982 -0.012939999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 7 -7 18 10 11 13 -12 -3 -14 -16 -17 -18 -9 27 -21 22 -22 -23 -25 -26 -27 29 -29 -19
right_child=1 9 4 -5 -6 6 -8 8 -10 -11 12 -13 14 -15 15 16 17 19 -20 20 21 23 -24 24 25 26 -28 28 -30 -31
leaf_value=-1.6267659173851621e-07 -1.2214098524054861e-06 4.4810104071757452e-09 -1.1464322923344569e-06 1.6549488681708422e-06 1.128134221488608e-06 5.062257913871294e-07 1.7119263908344218e-06 -1.7465270975744068e-06 5.7789404195318639e-07 -9.9326912845754127e-07 -3.2748659786345037e-06 5.2201097441000117e-06 1.300520141285233e-06 -1.5753525156014802e-06 1.2735404564523378e-06 7.8976621153969973e-07 -1.7145513985033853e-06 -4.7572859072833263e-08 -4.9395309354843673e-07 1.8064797350908287e-06 3.8868653153699457e-07 1.7976033214089122e-06 -2.1527473052720743e-06 -1.2979223317888256e-06 1.4183504423473634e-06 1.921914406635202e-07 -1.3698489253685063e-06 1.7753877348998988e-07 -3.0067746214967885e-06 1.3749546328318212e-06
leaf_weight=31 35 124 27 35 20 39 21 21 20 22 30 21 25 20 20 39 27 1928 37 27 33 28 26 32 33 282 23 42 20 33
leaf_count=31 35 124 27 35 20 39 21 21 20 22 30 21 25 20 20 39 27 1928 37 27 33 28 26 32 33 282 23 42 20 33
internal_value=0 -1.97853e-08 2.26243e-07 8.01216e-07 2.11179e-08 -1.13066e-07 8.91145e-08 -2.02159e-07 -5.56352e-07 -4.95042e-09 2.77905e-09 4.76793e-07 -2.67573e-08 -2.1494e-07 1.04632e-08 -1.97472e-09 -1.18893e-08 -2.42274e-08 -9.47471e-07 -6.02284e-09 1.73402e-07 7.69182e-08 -7.31267e-07 1.96725e-07 7.55771e-08 2.05613e-07 7.43982e-08 -4.895e-08 -8.49659e-07 -2.36344e-08
internal_weight=0 2870 251 66 185 165 138 117 78 2835 2813 165 2648 144 2618 2593 2573 2534 58 2507 484 457 59 398 370 338 305 2023 62 1961
internal_count=3121 2870 251 66 185 165 138 117 78 2835 2813 165 2648 144 2618 2593 2573 2534 58 2507 484 457 59 398 370 338 305 2023 62 1961
is_linear=0
shrinkage=0.1


Tree=7848
num_leaves=31
num_cat=0
split_feature=132 1185 52 1186 52 130 133 403 43 0 16 1208 1208 1209 42 1209 13 401 0 3 402 402 128 0 1185 128 402 1209 1209 1209
split_gain=1.55459e-09 9.03856e-09 3.52464e-09 3.02288e-09 1.73899e-09 2.3909e-09 1.80128e-09 3.53549e-09 2.71651e-09 1.82584e-09 2.27728e-09 1.34783e-09 3.61557e-09 2.96875e-09 1.44064e-08 3.5267e-09 8.15331e-09 1.78644e-09 9.14828e-09 4.0521e-09 2.89503e-09 1.32336e-08 1.45538e-09 5.20872e-09 3.30743e-09 2.72549e-09 4.74653e-09 3.83903e-09 1.98985e-09 3.12465e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.10347000000000002 1.0000000180025095e-35 0.08734500000000002 0.10923000000000001 -0.37971999999999995 -0.020569999999999995 0.50194500000000009 -0.089269999999999988 -0.082404999999999992 0.11846000000000001 0.10480500000000002 -0.087199999999999986 0.087405000000000024 -0.065739999999999979 -0.064619999999999983 -0.078179999999999986 -0.071719999999999992 -0.078084999999999988 -0.45454999999999995 -0.40883999999999993 0.10773500000000001 -0.082394999999999982 0.090595000000000009 0.10318000000000001 0.23460000000000003 0.10272000000000002 0.091045000000000001 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 8 9 -1 -8 -11 12 13 14 -3 16 -15 18 19 -17 -19 -22 24 -24 25 26 27 28 29 -23
right_child=1 11 -4 -5 5 -7 7 -9 -10 10 -12 -13 -14 15 -16 17 -18 20 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.1731435084324664e-07 2.0866203201530013e-06 -1.2432277939989859e-06 -1.2086242336055641e-06 -1.2510936507226235e-06 1.3982165387460557e-06 -1.4803781226646608e-07 4.6462307874707145e-07 1.1910195009635492e-06 -1.5111305613046966e-06 -1.4160739590352024e-06 5.8297250404848459e-08 7.5070339636458998e-07 -1.1127285734969834e-06 5.3212328799374862e-07 2.171792170884146e-06 5.8084052416991963e-07 -2.1932114300991251e-06 1.0262178239759964e-06 2.1577196553548475e-06 -1.1247979781359163e-06 -2.5770738557540088e-06 -6.1330376819350808e-09 -6.6000882703693135e-07 1.4079505350223529e-06 -1.1274761878719521e-06 1.1689185674867986e-06 -1.5002001851999444e-06 1.1339309789567174e-06 -8.9178593680117056e-07 1.1649842866004096e-06
leaf_weight=21 21 21 33 20 20 20 23 23 20 20 22 24 29 21 30 30 23 27 23 26 20 2409 21 29 26 20 21 30 25 23
leaf_count=21 21 21 33 20 20 20 23 23 20 20 22 24 29 21 30 30 23 27 23 26 20 2409 21 29 26 20 21 30 25 23
internal_value=0 1.9521e-08 -2.5505e-07 -8.85527e-08 4.90261e-08 6.25089e-07 -1.29598e-07 1.25464e-07 -6.77049e-07 -2.51579e-07 -6.43784e-07 4.43797e-09 -1.83756e-09 9.56628e-09 7.65607e-07 -4.33354e-09 -8.92483e-07 9.98096e-09 4.78583e-07 -2.11063e-07 -3.9834e-09 -1.45838e-08 5.09739e-09 5.39408e-07 -5.36287e-09 6.17785e-09 -3.09441e-09 9.54702e-09 -4.18172e-09 4.9425e-09
internal_weight=0 2899 222 189 169 40 129 88 41 65 42 2878 2854 2825 51 2774 44 2730 79 56 2651 2624 2604 50 2554 2528 2508 2487 2457 2432
internal_count=3121 2899 222 189 169 40 129 88 41 65 42 2878 2854 2825 51 2774 44 2730 79 56 2651 2624 2604 50 2554 2528 2508 2487 2457 2432
is_linear=0
shrinkage=0.1


Tree=7849
num_leaves=31
num_cat=0
split_feature=1429 1447 157 1429 157 52 2 1429 157 157 475 457 448 150 3 48 150 447 1348 457 39 15 33 16 12 0 1 1 1 1447
split_gain=1.42011e-09 4.84455e-09 6.29256e-09 1.16899e-08 1.47379e-08 4.23777e-09 3.00954e-09 1.23141e-08 7.51569e-09 6.41108e-09 7.98164e-09 2.03214e-09 5.68752e-09 5.17828e-09 1.45743e-08 3.85518e-09 2.80363e-09 3.41937e-09 3.00308e-09 2.88957e-09 2.67672e-09 6.82507e-09 4.964e-09 2.23285e-09 5.03449e-09 5.73791e-09 2.8031e-09 4.77657e-08 3.95057e-08 1.36601e-08
threshold=0.032755000000000006 -0.086849999999999997 -0.087424999999999989 0.083925000000000013 -0.08577499999999999 -0.53447999999999996 0.091265000000000013 0.092020000000000005 -0.06482499999999998 -0.075754999999999989 -0.084374999999999992 0.11612500000000002 0.030280000000000001 0.12068000000000002 -0.07928499999999998 0.097500000000000017 0.11656000000000001 0.089635000000000006 0.085630000000000012 0.09228500000000002 -1.0000000180025095e-35 -0.093959999999999988 -0.009184999999999997 -0.50859499999999991 0.090455000000000021 -0.10224499999999999 0.09253500000000002 0.091785000000000019 0.093700000000000019 0.059120000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 -3 -4 -5 -6 9 -8 -9 10 -7 12 13 16 -15 -13 17 18 19 20 21 -1 -22 24 25 -24 27 29 -28 -25
right_child=1 2 3 4 5 6 7 8 -10 -11 -12 15 -14 14 -16 -17 -18 -19 -20 -21 22 -23 23 26 -26 -27 28 -29 -30 -31
leaf_value=-1.8966503390061007e-07 1.2601262829732496e-06 -1.5492205175999313e-06 -1.7995669161842266e-06 2.7328377609592281e-06 1.1527063429145094e-06 -3.6013696119750551e-07 -2.4292766868581698e-06 1.4212569294613786e-06 -9.8495685457927956e-07 -1.2460225111681213e-06 1.9050460784748274e-06 1.4323413016167512e-06 -1.4613085935567283e-06 -5.4863549639076853e-07 2.948535164002599e-06 -3.3661529114810538e-07 -1.0696343355339385e-06 1.2300685680004436e-06 -1.1080390455238862e-06 1.1316135523587866e-06 -1.3095590255598556e-06 2.1651954705248499e-06 -2.8659532779823604e-07 -1.2248722169009632e-08 9.025012867818591e-07 -2.0816939420834994e-06 3.2878861685066325e-06 -4.4723544930273343e-06 1.3718570733013548e-08 2.4961397953533878e-06
leaf_weight=32 21 36 36 20 23 35 28 25 27 25 28 28 26 26 22 22 24 23 24 23 29 20 69 1648 23 24 39 24 669 22
leaf_count=32 21 36 36 20 23 35 28 25 27 25 28 28 26 26 22 22 24 23 24 23 29 20 69 1648 23 24 39 24 669 22
internal_value=0 -2.05332e-07 -3.14076e-07 -1.34055e-07 1.50108e-07 -1.20335e-07 -2.9462e-07 -7.38527e-07 1.71877e-07 1.08931e-07 6.46611e-07 2.21658e-08 1.07484e-08 2.47118e-08 1.05423e-06 6.54e-07 6.36157e-09 1.60371e-08 5.48426e-09 1.56767e-08 5.80114e-09 7.16051e-07 -8.69943e-09 6.28267e-09 -4.22226e-07 -7.49847e-07 2.69767e-08 -4.28615e-08 1.94075e-07 2.07959e-08
internal_weight=0 304 283 247 211 191 168 80 52 88 63 2817 2767 2741 48 50 2693 2669 2646 2622 2599 52 2547 2518 116 93 2402 1694 708 1670
internal_count=3121 304 283 247 211 191 168 80 52 88 63 2817 2767 2741 48 50 2693 2669 2646 2622 2599 52 2547 2518 116 93 2402 1694 708 1670
is_linear=0
shrinkage=0.1


Tree=7850
num_leaves=31
num_cat=0
split_feature=159 159 1 159 1 159 52 15 159 4 484 15 1 1 10 483 484 13 481 160 480 481 42 1453 42 4 4 1 42 42
split_gain=1.433e-09 1.36067e-08 1.00133e-08 3.76779e-08 2.7892e-08 8.41155e-09 7.89459e-09 4.43029e-09 3.32707e-09 2.67429e-09 3.47924e-09 5.35177e-09 2.50509e-09 5.16593e-08 3.60709e-08 5.94533e-09 8.22347e-09 6.29802e-09 5.16644e-09 1.1468e-08 5.35867e-09 2.24396e-08 1.19954e-08 6.5293e-09 5.07201e-09 5.03192e-09 2.68107e-08 2.21507e-08 5.09828e-09 6.04745e-09
threshold=-0.088494999999999976 -0.092414999999999983 0.092945000000000014 -0.10909999999999999 0.099400000000000002 -0.08569499999999998 0.51734000000000002 0.11657500000000001 -0.41136499999999993 -0.023539999999999995 0.073690000000000019 -0.062284999999999993 0.092695000000000013 0.093205000000000024 -0.0082499999999999987 0.098395000000000024 0.10126500000000001 0.24394000000000002 -0.087424999999999989 -0.014214999999999998 0.087510000000000018 -0.081539999999999987 0.090470000000000009 -0.084064999999999987 -0.062154999999999995 0.053180000000000012 0.015030000000000002 0.097115000000000021 0.11934000000000002 0.09858500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 -2 8 9 -6 -1 11 -11 14 -14 -7 16 17 25 19 -16 21 -20 -22 -23 -19 26 28 -27 29 -15
right_child=5 -3 4 -5 6 12 -8 -9 -10 10 -12 -13 13 15 18 -17 -18 24 20 -21 22 23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=8.2106405337916456e-07 1.8479740724615113e-06 -2.6630606975058549e-06 -3.5675760307817153e-06 3.8640917092417715e-06 -1.300815816781172e-06 -4.2840557955514668e-06 1.8978203422648221e-06 -1.2385492993871596e-06 3.4754890020849419e-07 8.4193260541098883e-08 6.3451206813169855e-07 -2.0010677587833927e-06 5.0444442059588689e-06 1.0395325522933717e-08 -2.3876463258383064e-06 1.6492161912331291e-06 -2.019606856151768e-06 1.3062845937383828e-07 2.713697256606998e-06 1.2131259117435252e-07 5.0746811627069963e-07 -1.7533418843283601e-06 -2.798206430400439e-06 2.0767110629455983e-08 2.3827412650234693e-06 -3.5264954357216993e-06 3.6126330294130393e-06 -1.1047649048781015e-07 -1.3879987761811209e-06 1.6861769675751536e-06
leaf_weight=35 25 21 27 27 24 20 20 32 25 32 30 20 21 338 29 22 20 20 31 49 23 21 21 1706 20 20 22 373 24 23
leaf_count=35 25 21 27 27 24 20 20 32 25 32 30 20 21 338 29 22 20 20 31 49 23 21 21 1706 20 20 22 373 24 23
internal_value=0 -2.10515e-07 -2.11642e-08 4.26945e-07 -8.42698e-07 2.181e-08 2.23559e-07 -1.95894e-07 -4.59813e-07 8.92772e-08 -2.23071e-07 -7.1783e-07 5.52243e-09 1.42653e-07 -5.96505e-08 2.59433e-08 -1.55823e-08 3.21326e-08 -1.471e-08 -8.11505e-07 1.97794e-08 4.70609e-08 -1.07024e-06 -8.05726e-10 1.25668e-06 -2.9095e-08 2.1735e-07 -2.8432e-07 2.33343e-08 1.17163e-07
internal_weight=0 293 272 176 96 2828 69 149 49 117 82 52 2803 903 1900 882 860 840 1880 78 1802 1758 44 1727 40 800 407 393 385 361
internal_count=3121 293 272 176 96 2828 69 149 49 117 82 52 2803 903 1900 882 860 840 1880 78 1802 1758 44 1727 40 800 407 393 385 361
is_linear=0
shrinkage=0.1


Tree=7851
num_leaves=31
num_cat=0
split_feature=1420 157 1429 475 475 156 156 1429 51 0 2 47 47 47 472 156 148 10 15 0 10 34 3 4 403 3 14 49 14 401
split_gain=1.2393e-09 4.53019e-09 3.98064e-09 1.6553e-09 2.97967e-09 4.11057e-09 2.4927e-09 2.15132e-09 4.92752e-09 8.7406e-09 8.04067e-09 1.76553e-09 1.29928e-08 8.16024e-09 2.38841e-09 3.24744e-09 2.1936e-09 2.23305e-09 7.20251e-09 8.29936e-09 3.95628e-09 2.91628e-09 2.77476e-09 7.17971e-09 4.97966e-09 5.8196e-09 5.57984e-09 5.61773e-09 4.58166e-09 5.12867e-09
threshold=-0.079539999999999986 -0.090569999999999998 0.08759500000000002 -0.50059999999999982 -0.24431999999999998 0.28241000000000005 0.12734000000000004 -0.060529999999999994 -0.085604999999999987 -0.090314999999999993 0.089525000000000007 0.092710000000000015 0.09585500000000001 0.090100000000000013 -0.065034999999999996 -1.0000000180025095e-35 -0.10069499999999999 -0.0093599999999999985 -0.26481999999999994 -0.084804999999999978 -1.0000000180025095e-35 -0.057544999999999992 -0.096099999999999977 -0.50690499999999983 0.084910000000000013 -0.13927999999999999 -1.0000000180025095e-35 -0.080859999999999987 0.078320000000000015 0.082280000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 7 8 9 -6 -11 13 -13 14 -9 -16 -17 18 -18 -20 -19 -22 24 -24 26 -26 -23 -28 29 -29
right_child=3 2 -4 4 5 -7 -8 11 -10 10 -12 12 -14 -15 15 16 17 20 19 -21 21 22 23 -25 25 -27 27 28 -30 -31
leaf_value=8.5634782668161548e-07 9.1677677417578706e-07 -1.6508066835285718e-06 3.9724804423713068e-08 -1.0047505654632726e-06 -7.8042206610007279e-07 1.4426191910388299e-06 -1.0814602958253955e-06 8.9534787453734081e-07 -7.5360231359967582e-07 3.092670471522235e-06 3.8902563439726441e-07 -2.6303691897954285e-06 -5.3290917298889459e-08 2.0362344844215842e-06 -1.2713998559377161e-06 8.1784786223607e-07 -7.8943994017691072e-07 -1.3897784020584716e-06 2.4275052352934907e-06 2.1711882663093632e-07 1.0421142117313419e-06 -1.1915247796423501e-06 -1.6885003061978062e-06 -4.6437599851143131e-08 3.6767493130892864e-07 -1.9596658535733915e-06 -9.9962795525985002e-07 6.7042639714613257e-07 -2.6213001377827629e-07 2.3531183859404341e-06
leaf_weight=21 20 30 26 29 20 20 21 30 23 22 22 21 286 20 20 33 33 21 26 49 26 21 27 1929 22 21 23 192 47 20
leaf_count=21 20 30 26 29 20 20 21 30 23 22 22 21 286 20 20 33 33 21 26 49 26 21 27 1929 22 21 23 192 47 20
internal_value=0 -3.96208e-07 -8.65917e-07 1.00176e-08 4.02053e-09 1.37883e-08 4.18268e-09 1.19005e-08 5.01793e-07 9.52951e-07 1.74085e-06 -2.96543e-09 -2.29573e-07 2.42098e-08 8.36708e-09 -2.23429e-09 7.95981e-09 -2.91781e-09 4.41689e-07 9.83386e-07 -2.33595e-08 -1.10336e-08 -2.29284e-08 -6.91041e-08 2.38111e-07 -7.68933e-07 3.81025e-07 4.9813e-07 6.31136e-07 8.29171e-07
internal_weight=0 77 56 3044 3024 2995 2975 2954 87 64 44 2867 307 2560 2540 2510 2490 2457 108 75 2349 2328 2302 1956 346 43 303 282 259 212
internal_count=3121 77 56 3044 3024 2995 2975 2954 87 64 44 2867 307 2560 2540 2510 2490 2457 108 75 2349 2328 2302 1956 346 43 303 282 259 212
is_linear=0
shrinkage=0.1


Tree=7852
num_leaves=31
num_cat=0
split_feature=1429 156 1429 1429 1429 1429 45 11 49 9 33 8 0 0 16 133 4 1204 2 52 2 130 128 16 159 0 4 13 4 4
split_gain=1.2797e-09 2.99254e-09 2.66927e-09 2.07526e-09 2.66037e-09 1.8675e-09 1.29098e-09 7.22583e-09 4.68008e-09 2.77843e-09 5.82236e-09 5.51093e-09 2.06501e-09 5.65566e-09 4.38622e-09 2.42552e-09 1.92311e-09 5.4489e-09 4.69193e-09 1.65761e-08 5.60794e-09 5.50772e-09 6.43139e-09 6.31913e-09 4.31568e-09 4.31007e-09 4.25034e-09 3.90127e-09 3.7208e-09 6.05458e-09
threshold=-0.23587499999999997 0.3248100000000001 -0.10379499999999998 -0.08262499999999999 -0.060529999999999994 -0.011139999999999999 0.094030000000000016 -0.011194999999999998 0.13087000000000001 0.092235000000000011 -0.0066799999999999993 0.089885000000000007 0.12411500000000002 0.10455500000000001 0.38525000000000004 0.089755000000000015 -0.086849999999999997 -0.080654999999999991 0.090425000000000019 0.08257500000000001 0.088055000000000008 -0.054004999999999991 1.0000000180025095e-35 -0.08231999999999999 0.086110000000000006 -0.033209999999999996 -0.086394999999999986 -0.0030199999999999997 -0.085964999999999986 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7 -8 10 -9 -11 13 16 15 -14 17 -12 20 24 21 -19 23 -23 25 -20 -18 -25 -28 -30
right_child=1 -3 3 4 5 6 8 9 -10 11 12 -13 14 -15 -16 -17 26 18 19 -21 -22 22 -24 27 -26 -27 28 -29 29 -31
leaf_value=7.125905135580979e-07 1.0526601059268615e-06 -1.2250147756276421e-06 -8.6303553477051769e-07 8.5636328385084605e-07 -9.263848785291306e-07 1.6657368982683134e-06 -1.6475732175535994e-06 1.4657969653921169e-06 5.157765207286502e-07 -2.03455829147714e-06 1.8224107731157347e-06 9.4569802220048005e-08 -3.7181527356248505e-07 -1.3469268427712679e-06 1.6526869948709486e-06 8.9055457816238752e-07 -1.3113749503190776e-06 1.5036574348476446e-06 -1.50751924911674e-06 2.9578473151066949e-06 -1.5762789344080377e-06 -1.8146254941105631e-06 9.9391115021356149e-07 7.3776518867418876e-07 1.087166463983759e-06 2.9895285048756447e-07 1.2129952352779584e-06 -7.2784762513341172e-07 -1.55600175993151e-06 -2.1465137020612972e-08
leaf_weight=25 24 20 28 36 22 26 20 27 20 20 20 31 45 32 23 23 26 22 25 24 25 30 34 32 23 28 24 42 26 2318
leaf_count=25 24 20 28 36 22 26 20 27 20 20 20 31 45 32 23 23 26 22 25 24 25 30 34 32 23 28 24 42 26 2318
internal_value=0 -5.75155e-09 2.17603e-09 -6.08465e-09 1.85008e-09 -8.44526e-09 -1.63654e-09 6.07722e-09 -5.65898e-07 -8.80248e-09 4.29354e-09 -7.40382e-07 -9.68966e-09 -2.53047e-08 4.58933e-07 5.51628e-08 -9.63521e-09 2.26855e-07 1.14886e-07 6.66759e-07 -1.83424e-07 3.42098e-08 -2.0005e-07 -5.90383e-07 -5.67431e-08 -5.53157e-07 -3.97645e-08 -9.40691e-08 -2.58025e-08 -3.84864e-08
internal_weight=0 3096 3076 3052 3024 2988 2966 2926 40 2900 2849 51 2822 2731 91 68 2699 305 285 100 185 160 138 104 76 53 2394 74 2368 2344
internal_count=3121 3096 3076 3052 3024 2988 2966 2926 40 2900 2849 51 2822 2731 91 68 2699 305 285 100 185 160 138 104 76 53 2394 74 2368 2344
is_linear=0
shrinkage=0.1


Tree=7853
num_leaves=31
num_cat=0
split_feature=1429 1420 1429 1429 2 1429 474 474 2 3 2 0 3 474 52 474 156 15 1371 157 156 1429 133 1429 474 150 1 1348 457 1
split_gain=1.31763e-09 3.12444e-09 2.47523e-09 2.27349e-09 5.92508e-09 9.52594e-09 2.74085e-09 1.31093e-08 1.24475e-08 6.53968e-09 4.00409e-09 4.12593e-09 4.22467e-09 3.04471e-09 2.76803e-09 6.30322e-09 4.9014e-09 4.50536e-09 3.33922e-09 3.18886e-09 5.04645e-09 2.66298e-09 2.55272e-08 1.46506e-08 8.7072e-09 1.75458e-09 7.40757e-09 3.74285e-09 2.4577e-09 3.89401e-09
threshold=0.12521000000000002 -0.085599999999999996 0.11475 0.087700000000000014 0.09142500000000002 0.092020000000000005 0.08708500000000001 0.089435000000000014 0.087505000000000013 0.084940000000000015 0.11067500000000001 -0.085754999999999984 -0.082594999999999988 0.085860000000000006 -0.53964499999999982 -0.090834999999999985 0.10068000000000001 -0.043924999999999992 0.08976000000000002 -0.08577499999999999 0.10723500000000001 0.083715000000000026 0.08622500000000001 0.084180000000000019 0.08214500000000001 0.12416000000000001 0.10937500000000001 -0.047944999999999995 0.091495000000000007 0.090740000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 13 8 -8 10 11 -9 -13 14 15 -3 18 -18 21 -17 -21 24 23 -23 25 27 -27 -16 -29 -30
right_child=-2 2 -4 4 5 -7 7 9 -10 -11 -12 12 -14 -15 16 19 17 -19 -20 20 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-9.7306706369305517e-07 8.090653443559859e-07 -2.1055774448086595e-06 9.9616023453563679e-07 6.9766807255459929e-07 -2.7895829740979634e-06 -9.5541315009281138e-08 3.4802482803263999e-06 8.939816373535556e-07 2.5674716289358916e-07 -1.5563143506369671e-06 1.4160172874901697e-06 -1.7801799734940006e-06 1.2275108076664765e-07 -1.0689984837544789e-06 -1.364815723263746e-06 -8.2471334950342795e-07 2.1281398524093454e-07 2.0602866088252499e-06 -1.2580228545153833e-06 1.621966192146829e-06 -5.0918435272251373e-07 2.6970717470931051e-06 -3.631439767559641e-06 -7.3292364511485874e-07 2.1035852746820184e-06 1.9242891128938441e-06 -7.0144671528147404e-07 -8.7702251002938335e-09 -1.9313967324809685e-07 1.2799639935828486e-06
leaf_weight=33 20 20 25 27 21 35 23 26 25 26 22 20 28 27 20 36 33 22 21 20 25 20 20 33 20 22 21 2358 34 38
leaf_count=33 20 20 25 27 21 35 23 26 25 26 22 20 28 27 20 36 33 22 21 20 25 20 20 33 20 22 21 2358 34 38
internal_value=0 -5.22166e-09 5.18867e-09 -2.95273e-09 -5.19134e-07 -1.10581e-06 1.15213e-08 4.0135e-07 1.80134e-06 -1.49466e-07 2.31556e-07 -1.20582e-07 -6.70137e-07 -1.22317e-08 -1.90503e-09 -5.15758e-07 1.75913e-08 9.51803e-07 -2.11786e-09 -1.23209e-07 4.37994e-07 8.08091e-09 -5.87313e-07 5.61414e-07 2.53765e-08 8.70411e-09 6.41953e-07 -2.41005e-09 8.80317e-09 5.84332e-07
internal_weight=0 3101 3068 3043 83 56 2960 170 48 122 96 74 48 2790 2763 101 2662 55 2607 81 45 2586 73 53 2513 2493 43 2450 2430 72
internal_count=3121 3101 3068 3043 83 56 2960 170 48 122 96 74 48 2790 2763 101 2662 55 2607 81 45 2586 73 53 2513 2493 43 2450 2430 72
is_linear=0
shrinkage=0.1


Tree=7854
num_leaves=31
num_cat=0
split_feature=11 10 16 9 10 0 42 34 39 44 158 1 9 1 2 2 52 52 13 16 43 3 43 132 1 481 1455 43 160 402
split_gain=1.27474e-09 1.57621e-09 5.1971e-08 2.97426e-08 8.86487e-09 5.27038e-09 3.39899e-09 2.59457e-09 1.20448e-08 1.55203e-09 6.36618e-09 1.82532e-09 7.63997e-09 5.99642e-09 5.11017e-09 2.18493e-09 2.53963e-09 8.00292e-09 5.838e-09 8.41946e-09 6.27286e-09 1.02839e-08 8.66787e-09 7.46815e-09 8.79224e-09 2.97548e-08 1.81866e-08 1.64407e-08 6.4729e-09 6.33692e-09
threshold=-0.072629999999999986 -0.012544999999999999 -0.056919999999999991 0.082870000000000013 -0.0091199999999999979 -0.057069999999999989 0.094525000000000012 -0.057544999999999992 0.089790000000000023 0.099360000000000018 -0.47356499999999996 0.13686500000000004 0.092890000000000014 0.13968000000000003 -0.090999999999999984 0.14838000000000004 0.091275000000000009 0.090245000000000006 -0.097224999999999992 0.13751500000000003 -0.082689999999999986 -0.082689999999999986 -0.080554999999999974 0.038060000000000004 0.092945000000000014 -0.081539999999999987 0.068185000000000009 -0.074974999999999986 -0.072114999999999985 -0.44724499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -3 6 -2 8 -6 10 -9 12 14 -13 -12 16 17 -16 -18 20 21 -20 -22 24 25 -24 29 -26 -29 -27
right_child=1 4 -4 -5 7 -7 -8 9 -10 -11 11 13 -14 -15 15 -17 18 -19 19 -21 22 -23 23 -25 27 26 -28 28 -30 -31
leaf_value=-7.7649008993657412e-07 5.0681705332067395e-07 -2.0082539404856189e-06 4.1800975084158753e-06 -4.1249503310393182e-06 2.1929191251939092e-06 1.573161043779692e-06 -1.3368179506301203e-06 1.5303117362674568e-06 -9.8631201126409009e-07 -7.2101830104050656e-07 -1.4360164350364359e-06 -1.9351867952840014e-06 1.8581406377196883e-06 -8.5142091878408005e-09 1.8718669834241258e-08 7.5320529617783911e-07 7.72676432696946e-07 1.6916171810815536e-06 -2.6026446253423354e-07 -1.8914068791233268e-06 -2.1413221169006229e-06 1.7550295478940825e-06 3.275039956970768e-06 -1.9623424776682443e-06 -3.3977766835588144e-06 -1.4746315721367865e-06 -3.1108141956792678e-06 9.4151432550562391e-07 -1.2285358812797703e-06 2.0956776241730171e-07
leaf_weight=21 20 22 27 21 26 20 20 27 22 30 25 21 22 70 2054 38 57 29 69 31 26 40 27 24 22 25 20 27 28 210
leaf_count=21 20 22 27 21 26 20 20 27 22 30 25 21 22 70 2054 38 57 29 69 31 26 40 27 24 22 25 20 27 28 210
internal_value=0 5.25843e-09 3.80573e-07 -8.85935e-07 -8.28902e-09 2.4772e-07 -4.15e-07 6.52553e-09 7.35772e-07 -5.45387e-09 1.969e-09 -1.24342e-08 2.02265e-09 -4.53131e-07 -1.28155e-08 2.31816e-10 -1.04089e-08 4.20091e-08 -1.90585e-07 -2.90596e-07 -1.94795e-07 4.79293e-07 -3.74441e-07 -2.54497e-07 -1.40323e-07 1.18274e-07 -2.15972e-07 -1.08739e-06 -1.63239e-07 3.03976e-08
internal_weight=0 3100 108 81 2992 60 40 2970 48 2922 2892 2865 2774 91 2752 2727 2689 2083 606 549 518 109 409 383 359 282 255 77 55 235
internal_count=3121 3100 108 81 2992 60 40 2970 48 2922 2892 2865 2774 91 2752 2727 2689 2083 606 549 518 109 409 383 359 282 255 77 55 235
is_linear=0
shrinkage=0.1


Tree=7855
num_leaves=31
num_cat=0
split_feature=48 48 0 1 1 1 132 130 12 160 1447 481 13 403 2 3 16 1210 2 15 12 12 157 1375 1209 160 4 160 1204 43
split_gain=1.34501e-09 3.48145e-09 2.46409e-09 1.56147e-09 1.6088e-08 1.3575e-08 9.14973e-09 4.16843e-08 3.73032e-08 6.54421e-09 6.27267e-09 5.60603e-09 2.0611e-08 7.0774e-09 5.17668e-09 1.38078e-08 1.35247e-08 1.09551e-08 8.0521e-09 1.07173e-08 6.51666e-09 1.44926e-08 1.23623e-08 8.78608e-09 6.60952e-09 5.22642e-09 5.73944e-09 5.04948e-09 5.03757e-09 5.2054e-09
threshold=-0.14001 -0.091869999999999993 -0.26609999999999995 0.085475000000000009 0.084785000000000013 0.086105000000000015 -0.083284999999999984 0.0029050000000000005 0.091840000000000019 -0.53908999999999996 0.059120000000000013 -0.087424999999999989 -0.08645499999999999 -0.55049499999999985 0.083995000000000014 -0.087519999999999987 -0.026164999999999997 -0.14310999999999999 0.084415000000000004 0.084050000000000014 0.083715000000000026 0.083935000000000023 -0.022224999999999998 -0.097394999999999982 0.11155000000000002 -0.53327999999999987 -0.42529999999999996 -0.43215499999999996 -0.016569999999999994 0.062770000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 10 -5 8 9 -7 -8 11 12 -4 -13 15 -15 -17 -16 19 -19 22 -22 -20 -23 25 -25 -27 -11 -29 -30
right_child=1 2 3 5 -6 6 7 -9 -10 27 -12 13 -14 14 17 16 -18 18 20 -21 21 23 -24 24 -26 26 -28 28 29 -31
leaf_value=6.4498479517283165e-07 -1.3217701985013265e-06 1.0813996227842014e-06 1.4128121706779071e-06 2.4336364243519412e-06 -2.6385482149985748e-06 -1.1333466324199905e-06 -1.6529676284707504e-06 -4.3366742806421664e-06 4.1377527304575781e-06 1.3685179293550695e-06 1.3781218923771033e-06 1.3827634659589553e-06 -2.571756888702272e-06 2.0146799784015457e-07 -1.827592235059683e-06 -4.8697305926128008e-07 -3.497953798614617e-06 2.9412437201740844e-06 2.6320877823309274e-06 3.5397348862413009e-08 -2.6883717932183312e-06 1.8972654772923031e-06 2.2181853780352073e-07 -1.373844756891174e-06 1.4412428218487809e-06 -1.5173790412998441e-06 -4.1165410996050689e-08 1.5889248862506413e-06 8.7468539852332193e-08 -7.2199754470643767e-07
leaf_weight=32 20 21 21 24 24 29 22 22 25 30 31 35 34 85 32 35 26 22 25 30 21 23 143 32 28 27 1073 21 1042 86
leaf_count=32 20 21 21 24 24 29 22 22 25 30 31 35 34 85 32 35 26 22 25 30 21 23 143 32 28 27 1073 21 1042 86
internal_value=0 -6.68248e-09 1.88765e-09 -5.54993e-09 -6.73163e-08 7.73907e-08 3.31073e-08 -2.31388e-08 1.30698e-06 5.58769e-08 -3.15011e-08 -5.73275e-08 -1.05038e-06 -2.3963e-08 -5.46967e-08 -6.2237e-07 -1.77034e-06 2.22659e-09 4.33461e-08 1.26479e-06 -2.94782e-09 -8.43577e-08 5.8049e-07 -3.81326e-08 -7.65069e-08 -1.14048e-07 -7.73997e-08 8.77637e-08 5.43236e-08 2.57539e-08
internal_weight=0 3089 3069 3048 1747 1301 1277 1223 54 1201 1723 1692 55 1637 1602 146 61 1456 1424 52 1372 1204 168 1183 1160 1132 1100 1179 1149 1128
internal_count=3121 3089 3069 3048 1747 1301 1277 1223 54 1201 1723 1692 55 1637 1602 146 61 1456 1424 52 1372 1204 168 1183 1160 1132 1100 1179 1149 1128
is_linear=0
shrinkage=0.1


Tree=7856
num_leaves=31
num_cat=0
split_feature=43 132 1 1185 393 2 131 13 130 120 39 402 1212 402 9 9 41 12 3 124 2 97 39 2 12 1 45 40 48 39
split_gain=1.64577e-09 3.31881e-09 4.46281e-08 2.11275e-08 7.56011e-09 2.35372e-09 3.8636e-09 1.34164e-09 1.52548e-08 5.68123e-09 5.26076e-09 1.91847e-09 2.4557e-09 2.57271e-09 1.95318e-09 3.40158e-09 3.14064e-09 6.00649e-09 2.68684e-09 1.96723e-09 2.82716e-09 3.36335e-09 4.33776e-09 9.83059e-09 7.20137e-09 1.40909e-08 6.35595e-09 5.16761e-09 2.45225e-09 3.21959e-09
threshold=0.50194500000000009 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.10483000000000002 0.089320000000000024 -0.076979999999999979 0.24813000000000004 -0.23123999999999997 0.093680000000000013 0.096625000000000016 0.31278000000000006 0.15049500000000002 0.13597000000000001 0.092890000000000014 0.088235000000000022 0.086565000000000017 0.087075000000000014 -0.017889999999999996 -0.083229999999999985 -0.045829999999999989 -0.049229999999999996 0.087735000000000021 0.11510000000000002 -0.010834999999999999 0.10956 0.084355000000000013 -0.050459999999999998 0.08832000000000001 0.086175000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -2 -7 8 -5 11 -9 12 13 14 15 16 19 -18 -16 28 -21 -22 24 -24 25 -23 -26 -25 29 -10
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leaf_value=3.0427050718300894e-08 -1.2831789544994385e-06 -3.100270056806535e-06 4.1542097610955708e-06 2.7080632289680362e-06 -2.0100005343692829e-06 8.8500520560459839e-07 -9.8912521105438085e-07 5.2443367969266958e-08 1.2024185402914611e-06 -1.6766761285680332e-06 -1.7144508102650105e-06 9.9069710813637356e-07 -1.0694988218130588e-06 8.6785959735737258e-07 -1.002361879424522e-07 -1.1439296381118205e-06 1.6593011075372034e-06 -3.2771401261643094e-07 1.5192897640048388e-06 -9.5268116059411447e-07 -1.2239824756128973e-06 -3.282047804304966e-06 2.4059176631396896e-06 6.6066898895325388e-07 -2.7975256818860456e-08 8.1797520234624363e-08 1.4376464169648292e-06 -1.2531069257550241e-06 -3.0853815400990119e-07 1.0362529923924057e-07
leaf_weight=104 24 22 27 21 22 22 22 72 48 20 22 20 21 35 21 26 32 29 20 33 23 20 24 43 2162 33 30 21 42 60
leaf_count=104 24 22 27 21 22 22 22 72 48 20 22 20 21 35 21 26 32 29 20 33 23 20 24 43 2162 33 30 21 42 60
internal_value=0 1.08365e-08 4.64759e-07 -1.31118e-08 -3.25838e-07 -4.86573e-07 -5.206e-08 1.0487e-08 2.30329e-08 2.62553e-09 -3.61085e-07 1.48698e-08 7.70251e-09 1.60745e-08 4.89626e-09 -5.79685e-09 5.58448e-09 7.14655e-07 6.89776e-07 -1.14511e-08 -3.35074e-08 -2.06328e-08 -8.76948e-09 6.79949e-07 -3.5766e-08 -1.18758e-06 -7.91657e-09 3.27113e-08 3.39833e-07 5.91978e-07
internal_weight=0 3053 153 2900 126 68 44 2878 2784 2763 94 2743 2723 2702 2667 2626 2600 61 41 2539 2389 2356 2333 88 2245 53 2192 64 150 108
internal_count=3121 3053 153 2900 126 68 44 2878 2784 2763 94 2743 2723 2702 2667 2626 2600 61 41 2539 2389 2356 2333 88 2245 53 2192 64 150 108
is_linear=0
shrinkage=0.1


Tree=7857
num_leaves=31
num_cat=0
split_feature=130 12 132 1185 1203 52 52 133 133 403 403 15 51 0 16 42 42 51 16 51 52 52 10 16 33 1 43 15 4 4
split_gain=1.72513e-09 3.95316e-09 1.67745e-09 9.29158e-09 3.21565e-09 1.82388e-09 1.73714e-09 1.80046e-09 2.54972e-09 1.82826e-09 1.70998e-09 1.69836e-09 1.42832e-09 7.21709e-09 2.19316e-08 1.28334e-08 2.20188e-08 6.26122e-09 2.86774e-08 7.17197e-09 5.75268e-09 5.48823e-09 3.64118e-09 3.23392e-08 3.60243e-08 2.80308e-09 9.16934e-09 6.77287e-09 2.60265e-09 1.61046e-08
threshold=-0.23647499999999996 0.23631000000000002 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10347000000000002 0.090645000000000017 -0.37971999999999995 -0.45516499999999999 -0.023519999999999996 -0.08231999999999999 0.084510000000000016 0.094075000000000006 -0.083804999999999977 -0.087874999999999981 0.08733500000000001 0.091545000000000015 0.090230000000000019 -0.087659999999999988 0.089355000000000004 -0.07167999999999998 -0.013374999999999998 -0.011559999999999999 -0.056919999999999991 0.078905000000000017 0.10337500000000001 -0.010739999999999998 -0.068899999999999975 -0.0047449999999999992 -0.0057249999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 -2 10 11 -9 17 15 -15 20 -17 19 -19 22 -14 -22 23 24 -5 26 -16 -27 29 -24
right_child=1 -3 3 12 -6 -7 -8 9 -10 -11 -12 -13 13 14 25 16 -18 18 -20 -21 21 -23 28 -25 -26 27 -28 -29 -30 -31
leaf_value=-9.2575508631398412e-07 8.7593145343072887e-08 1.3416981063456165e-06 2.1127302072984767e-06 -4.8021713373950317e-06 -1.2911592747328812e-06 -8.7362864757015549e-07 8.7288065117263616e-07 -2.7900537036527697e-07 -1.4528986791143931e-06 8.7005959521491154e-07 -8.757590065174141e-07 8.2718853642691299e-07 1.6719472692254085e-06 3.5938308077344452e-06 -3.0205004807664473e-07 -4.1884394579483337e-06 2.2497334418639745e-07 1.108773511077743e-06 -3.9038944028864842e-06 1.7554838924969889e-06 -1.4804611423425655e-06 4.1064708019196888e-07 -3.4199627395530947e-08 1.997688261531235e-06 4.6194981367674564e-07 4.34137775313401e-07 1.8824230481455246e-06 -1.7068111914527024e-06 1.4637329495137408e-07 -2.759357840886878e-06
leaf_weight=20 22 22 21 26 27 28 20 35 21 24 22 23 24 22 46 20 26 25 21 23 21 57 1516 29 26 45 33 22 832 22
leaf_count=20 22 22 21 26 27 28 20 35 21 24 22 23 24 22 46 20 26 25 21 23 21 57 1516 29 26 45 33 22 832 22
internal_value=0 5.97941e-09 -3.56453e-09 1.70105e-08 -2.68352e-07 -1.26733e-07 -1.50497e-09 -1.20469e-07 -6.6474e-07 1.04566e-07 -1.25082e-07 1.59658e-07 1.49214e-09 2.01901e-07 6.50454e-07 -3.07267e-07 -1.6939e-06 -2.36385e-08 -1.17962e-06 -2.14495e-09 3.18078e-07 -9.84974e-08 -1.86384e-08 -6.77936e-07 -2.17011e-06 2.06932e-07 6.10451e-07 -2.6886e-07 3.89455e-09 -7.31811e-08
internal_weight=0 3101 3079 2857 222 195 167 147 43 104 80 58 2836 316 168 148 46 2520 46 2474 102 78 2451 81 52 146 79 67 2370 1538
internal_count=3121 3101 3079 2857 222 195 167 147 43 104 80 58 2836 316 168 148 46 2520 46 2474 102 78 2451 81 52 146 79 67 2370 1538
is_linear=0
shrinkage=0.1


Tree=7858
num_leaves=31
num_cat=0
split_feature=132 393 1203 50 4 0 132 15 130 10 2 40 40 124 123 123 45 11 9 10 43 40 151 3 16 12 1375 13 49 52
split_gain=1.40187e-09 5.90681e-09 5.03464e-09 2.1454e-09 1.72007e-09 2.65321e-09 4.10832e-09 1.59123e-09 1.41765e-09 5.23746e-09 4.60812e-09 3.66965e-09 2.81071e-09 2.42182e-09 2.3426e-09 2.73089e-09 2.33521e-09 6.35757e-09 3.14912e-09 5.48037e-09 7.49166e-09 3.07143e-09 2.34707e-09 8.64496e-09 1.30644e-08 2.78547e-08 1.25983e-08 9.85591e-09 9.15525e-09 5.85012e-09
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 0.093975000000000017 0.10924000000000002 -0.09515499999999999 -0.43443999999999999 0.085315000000000016 -0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 -0.085734999999999992 0.091025000000000009 0.11679000000000002 0.09499500000000001 0.094030000000000016 -0.011194999999999998 0.092235000000000011 0.0036750000000000007 -0.075574999999999989 -0.083564999999999987 -0.085134999999999975 -0.086424999999999988 -0.008069999999999999 0.083935000000000023 -0.15308499999999997 -0.084869999999999987 -0.012034999999999999 -0.021869999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 -1 -7 -8 -2 10 -10 -11 -13 14 15 16 17 -14 19 21 -21 -19 23 26 25 29 -23 -28 -29 -25
right_child=1 -3 -4 -5 -6 6 7 -9 9 11 -12 12 13 -15 -16 -17 -18 18 -20 20 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=1.0671334879274443e-06 -8.3317982188191311e-07 1.6506218798895135e-06 -1.7571598270649248e-06 -1.0466413132668267e-06 -7.6334968876305238e-07 -1.283611608083778e-06 -3.0163129837366225e-08 8.3493067980574173e-07 9.917651942443973e-08 -1.3216148090577918e-06 2.220121136247144e-06 7.0027735871423059e-07 1.6298902024776869e-06 -1.0541826632313382e-06 8.7803516502541859e-07 -1.0111890855181695e-06 -8.6326711722552231e-07 -1.1132954256254379e-06 -9.0883383539843827e-07 -2.3003464775683826e-07 2.4742749447103141e-06 -2.6565214670881689e-06 -3.1801539652716599e-08 1.6808377262691467e-06 -4.0936269055182251e-07 4.4534108655606515e-06 1.6320992158555251e-06 -2.3575506588713327e-06 2.8572338985548798e-07 -2.6001495781401459e-07
leaf_weight=26 20 22 20 21 24 22 73 30 21 21 20 57 24 22 30 27 31 25 38 20 21 20 2253 25 56 24 29 20 38 41
leaf_count=26 20 22 20 21 24 22 73 30 21 21 20 57 24 22 30 27 31 25 38 20 21 20 2253 25 56 24 29 20 38 41
internal_value=0 1.82675e-08 -2.45792e-07 -9.15706e-08 2.30379e-08 1.48027e-07 -4.31475e-08 2.21806e-07 5.8111e-09 1.1672e-08 1.13378e-06 -4.63081e-09 5.24304e-09 -9.19462e-09 -7.48722e-10 -1.0542e-08 -4.04117e-10 9.75107e-09 -5.14676e-09 8.20476e-09 1.1551e-06 -1.03739e-08 6.28865e-10 2.89426e-07 7.89848e-07 1.53602e-06 -3.93393e-07 1.26866e-07 -6.2575e-07 4.75157e-07
internal_weight=0 2905 216 196 175 151 125 103 2883 2863 41 2822 2801 2744 2722 2692 2665 2634 2610 2572 41 2531 2506 253 146 90 107 87 58 66
internal_count=3121 2905 216 196 175 151 125 103 2883 2863 41 2822 2801 2744 2722 2692 2665 2634 2610 2572 41 2531 2506 253 146 90 107 87 58 66
is_linear=0
shrinkage=0.1


Tree=7859
num_leaves=31
num_cat=0
split_feature=11 10 16 10 10 34 40 48 44 158 1452 159 3 159 52 52 1 16 160 479 52 482 2 2 2 1210 1210 1456 394 376
split_gain=1.57953e-09 1.43846e-09 4.35931e-08 2.71373e-08 6.63749e-09 2.05549e-09 1.09182e-08 1.64862e-09 1.50873e-09 5.17593e-09 1.85399e-09 2.85738e-09 8.40875e-09 5.21131e-09 1.91585e-09 2.41323e-09 2.47841e-08 3.83601e-08 5.04095e-09 2.89993e-09 3.04696e-09 2.32518e-09 2.53831e-09 1.52322e-08 8.71334e-09 6.33735e-09 7.26591e-09 5.49251e-09 5.28598e-09 4.5805e-09
threshold=-0.072629999999999986 -0.013164999999999998 -0.056919999999999991 -0.090429999999999996 -0.0091199999999999979 -0.057544999999999992 -0.076644999999999977 0.089350000000000013 0.099360000000000018 -0.47356499999999996 -1.0000000180025095e-35 -0.46871499999999994 -0.077564999999999981 -0.45371999999999996 0.55608500000000005 0.40411000000000002 0.092945000000000014 -0.040964999999999994 -0.55045999999999984 0.10713500000000002 0.31299000000000005 0.11562500000000002 0.089775000000000008 0.090050000000000005 0.089525000000000007 -0.14175499999999996 -0.090569999999999998 -0.081419999999999979 0.15288500000000002 0.081970000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -3 6 -6 -2 9 -7 -11 12 -12 -13 15 18 17 -17 -15 20 21 22 24 -24 25 -20 -27 -25 29 -28
right_child=1 4 -4 -5 5 8 -8 -9 -10 10 11 13 -14 14 -16 16 -18 -19 19 -21 -22 -23 23 27 -26 26 28 -29 -30 -31
leaf_value=-8.6434031616244329e-07 6.7862846202469648e-07 -1.6294935261953468e-06 4.0145989978555009e-06 -3.9594299484946303e-06 -6.188003335897261e-07 1.381504556842696e-06 2.4403543409334819e-06 -4.2036316851105467e-07 -7.0940933963944045e-07 -7.2267534297528379e-07 -2.9012725804022922e-07 -1.4232176874009804e-06 2.3398681187813964e-06 -1.5532453506325729e-06 -8.7221824742300678e-07 4.3027227287313568e-06 -1.8208740830990185e-06 -7.9769807006376452e-07 1.3642894007009294e-06 1.1726991959091852e-06 -9.0815002676134935e-07 1.079870974365349e-06 -2.6588624593940672e-06 -1.5894509537563704e-06 1.9395506617456703e-06 -1.7826151168843683e-06 6.3857478969615964e-10 -2.8375868724679752e-08 1.663226761650094e-06 1.5260840964614887e-06
leaf_weight=21 39 25 25 20 28 27 20 21 30 36 31 26 20 21 25 29 30 30 36 21 37 20 23 23 25 22 1247 1123 20 20
leaf_count=21 39 25 25 20 28 27 20 21 30 36 31 26 20 21 25 29 30 30 36 21 37 20 23 23 25 22 1247 1123 20 20
internal_value=0 5.86193e-09 3.69669e-07 -7.69371e-07 -6.89258e-09 6.76568e-09 6.55847e-07 2.93981e-07 -3.89686e-09 3.42174e-09 -9.56543e-09 -4.9086e-10 7.41243e-07 -1.4108e-08 -7.95203e-10 7.19364e-09 5.19346e-07 1.70929e-06 -1.00852e-08 2.29783e-09 -7.16998e-09 5.85709e-09 -2.60305e-09 -1.10845e-07 8.97578e-08 5.5375e-08 1.93774e-08 -5.97063e-08 5.01807e-08 2.47182e-08
internal_weight=0 3100 105 80 2995 2970 48 60 2922 2892 2865 2829 51 2778 2752 2727 89 59 2638 2617 2596 2559 2539 1169 1370 1345 1309 1146 1287 1267
internal_count=3121 3100 105 80 2995 2970 48 60 2922 2892 2865 2829 51 2778 2752 2727 89 59 2638 2617 2596 2559 2539 1169 1370 1345 1309 1146 1287 1267
is_linear=0
shrinkage=0.1


Tree=7860
num_leaves=31
num_cat=0
split_feature=11 401 1212 132 1185 15 1 0 1203 41 41 16 10 16 1 10 10 34 39 39 9 12 13 52 4 13 2 13 12 159
split_gain=1.2794e-09 1.27983e-09 1.62245e-09 1.46564e-09 6.55516e-09 3.05773e-09 2.48817e-09 4.12087e-09 1.96286e-09 1.6035e-09 5.86637e-09 5.36641e-09 1.64473e-09 4.19329e-08 2.5336e-08 6.83892e-09 2.23976e-09 1.71314e-09 1.03409e-08 1.55735e-09 6.2696e-09 4.25207e-09 1.70076e-09 9.03868e-09 8.10755e-09 5.10015e-09 8.34171e-09 6.01344e-09 3.72623e-09 2.89845e-09
threshold=-0.072629999999999986 0.13837000000000002 0.15358000000000002 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.088135000000000005 -0.082284999999999983 0.086445000000000008 0.088520000000000015 0.082735000000000017 -0.052894999999999991 -0.013164999999999998 -0.056919999999999991 0.10956 -0.0091199999999999979 -0.39840999999999999 -0.057544999999999992 0.089790000000000023 -1.0000000180025095e-35 0.092235000000000011 -0.029094999999999999 -0.13710499999999998 0.11434500000000002 -0.073104999999999989 -0.097224999999999992 0.092120000000000021 -0.094514999999999988 0.08598500000000002 0.09320500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 8 -8 -2 10 12 -11 13 14 -6 -14 -16 18 -17 21 22 -19 23 24 -21 26 28 -27 -24 -26
right_child=1 -3 -4 4 9 -7 7 -9 -10 11 -12 -13 15 -15 16 17 -18 19 -20 20 -22 -23 25 -25 29 27 -28 -29 -30 -31
leaf_value=-7.7790629012226777e-07 -6.3198092061611533e-08 -7.7274954665405129e-07 8.8654596772758382e-07 1.783929450366053e-06 -3.7622808497417284e-06 -1.3635090190498226e-06 -1.6724150627330421e-06 1.6208092438319003e-07 9.8165851665856148e-07 2.6354144564422202e-07 1.5775607468052993e-06 -1.8245687556373014e-06 -1.8049552752905757e-06 4.2506749849735573e-06 -3.050649220313062e-07 1.98592542528786e-06 9.7653300448049168e-07 -4.3147080258553284e-07 -1.0241642464220172e-06 -2.0702402523165019e-06 -1.4277972281301881e-06 1.4932253826316356e-06 8.8503521380045168e-07 1.2871521704482804e-06 -6.1983354336254641e-07 -1.2333943500263372e-06 2.424176314572991e-06 1.9071068196184951e-08 -8.9105096560074132e-07 6.0815829356372358e-07
leaf_weight=21 125 21 21 21 20 22 24 25 21 32 24 20 21 22 25 25 30 22 21 32 31 24 27 28 57 39 23 2247 21 29
leaf_count=21 125 21 21 21 20 22 24 25 21 32 24 20 21 22 25 25 30 22 21 32 31 24 27 28 57 39 23 2247 21 29
internal_value=0 5.26937e-09 1.05758e-08 4.56027e-09 2.36936e-08 -2.45936e-07 -1.19851e-07 -7.36448e-07 8.70895e-08 1.05854e-08 2.09209e-08 -5.39578e-07 7.30593e-09 4.11738e-07 -7.1435e-07 -7.5146e-09 3.93988e-07 6.85945e-09 6.11754e-07 -3.92549e-09 -1.43934e-08 5.72719e-07 3.11182e-09 -3.28091e-07 -7.1137e-07 2.36276e-08 8.58309e-07 -2.29645e-09 1.07998e-07 -2.05743e-07
internal_weight=0 3100 3079 3058 2841 217 195 49 146 2820 2768 52 2744 97 75 2647 55 2626 46 2580 2534 46 2503 146 118 2357 71 2286 48 86
internal_count=3121 3100 3079 3058 2841 217 195 49 146 2820 2768 52 2744 97 75 2647 55 2626 46 2580 2534 46 2503 146 118 2357 71 2286 48 86
is_linear=0
shrinkage=0.1


Tree=7861
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 13 15 12 130 130 394 394 390 129 34 34 97 9 10 9 159 44 158 50 50 402 15 50 3 1210
split_gain=1.38134e-09 3.79459e-08 2.36467e-08 8.702e-09 1.40064e-09 2.11467e-09 2.22965e-09 1.31522e-09 2.97045e-09 2.14513e-09 2.08439e-09 1.59184e-09 2.9837e-09 1.53399e-09 1.35479e-09 2.61515e-09 9.11472e-09 5.00133e-09 1.03883e-08 6.58983e-09 3.59401e-09 1.37056e-09 5.10984e-09 1.94289e-09 2.80083e-09 3.41916e-09 7.51638e-09 5.40184e-09 6.22438e-09 2.72653e-09
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.054800000000000008 0.090325000000000003 0.23631000000000002 -0.22461999999999996 -0.089704999999999993 1.0000000180025095e-35 -0.12099999999999998 0.089065000000000019 -0.030149999999999996 -0.10561499999999999 -0.057544999999999992 -0.071434999999999985 0.091600000000000015 0.09820000000000001 0.082870000000000013 0.078675000000000009 0.099360000000000018 -0.47356499999999996 0.12213000000000002 0.11941000000000002 -0.45454999999999995 0.095175000000000023 0.11318500000000002 -0.078244999999999995 0.26755500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 8 -4 -10 11 -11 13 -13 -15 16 20 19 -19 21 -16 22 -17 24 25 26 -24 29 -29 -27
right_child=2 -3 7 -5 -6 -7 -8 -9 9 10 -12 12 -14 14 15 17 -18 18 -20 -21 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-8.3231405880675917e-08 -3.2843163663446009e-06 4.2840535402752897e-06 1.0566586968041992e-06 -2.1642596342985601e-06 8.0270922028700763e-07 -9.3083589642143725e-07 1.0622543968707987e-06 -7.4649905617780358e-07 -7.7524087243676019e-07 6.6582557328350358e-07 1.0297407607140487e-06 8.5726555231043949e-07 -1.1633783370515714e-06 -6.475298469865721e-07 -9.1193774433459455e-07 1.4246020473365207e-06 2.3549081463767965e-06 -2.7457785802198489e-06 3.7043670565016448e-07 1.7726964696997866e-06 7.6991227449714956e-07 -6.6692008247980173e-07 -2.1373553974440138e-07 4.1506805217610979e-07 -1.1804074136854244e-06 -7.5209905197024862e-09 1.9337508587925965e-06 4.6724330900360654e-08 -2.184755076086731e-06 -1.1803779320018749e-06
leaf_weight=113 22 21 27 20 21 24 20 23 35 36 20 21 22 32 27 25 21 20 23 21 24 31 39 102 21 2212 28 25 25 20
leaf_count=113 22 21 27 20 21 24 20 23 35 36 20 21 22 32 27 25 21 20 23 21 24 31 39 102 21 2212 28 25 25 20
internal_value=0 2.42177e-07 -1.82746e-08 -1.86507e-07 3.57122e-08 -6.68798e-08 8.90221e-08 6.67429e-09 1.27376e-08 2.77797e-09 1.25206e-08 5.18928e-09 -3.49378e-09 5.898e-09 -7.33574e-10 7.03575e-09 6.01509e-07 -9.47739e-09 -1.07897e-06 8.56419e-09 -1.20479e-07 -6.09039e-09 2.11374e-09 -1.22723e-08 -3.06641e-08 -2.03854e-08 6.83721e-07 -4.10582e-08 -1.06902e-06 -1.80305e-08
internal_weight=0 219 2902 198 178 157 133 2880 2857 2830 2795 2775 2739 2717 2696 2664 72 2592 43 2549 51 2528 2497 2472 2370 2349 67 2282 50 2232
internal_count=3121 219 2902 198 178 157 133 2880 2857 2830 2795 2775 2739 2717 2696 2664 72 2592 43 2549 51 2528 2497 2472 2370 2349 67 2282 50 2232
is_linear=0
shrinkage=0.1


Tree=7862
num_leaves=31
num_cat=0
split_feature=130 10 15 40 40 97 374 34 34 9 1 9 34 48 45 3 3 43 47 2 4 3 42 43 0 52 51 16 15 4
split_gain=1.48689e-09 3.33019e-09 5.37717e-09 3.75416e-09 2.66423e-09 1.90821e-09 3.02815e-09 3.17069e-09 6.93962e-09 3.61734e-09 8.99984e-09 4.82378e-09 3.48555e-09 1.87979e-09 1.54234e-09 1.61924e-09 9.77377e-09 8.06881e-09 6.12604e-09 1.76966e-08 8.48679e-09 4.71831e-09 1.6803e-08 4.41674e-09 3.90097e-09 4.65577e-09 1.16794e-08 1.44031e-08 6.35784e-09 4.75614e-09
threshold=-0.23647499999999996 -0.38124499999999995 -0.087894999999999987 -0.24134999999999998 -0.085734999999999992 -0.085969999999999977 0.08987500000000001 -0.083689999999999987 -0.057544999999999992 0.091600000000000015 0.12205500000000001 0.082870000000000013 -0.14308499999999999 0.085485000000000019 0.094030000000000016 -0.017889999999999996 -0.011549999999999998 -0.081374999999999989 0.092165000000000011 0.081135000000000013 0.10637500000000001 -0.045649999999999989 -0.074124999999999983 -0.073404999999999984 0.051010000000000007 -0.23375999999999997 -0.14283999999999999 0.062650000000000025 1.0000000180025095e-35 -0.011559999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 13 -6 7 12 -9 11 -11 14 -7 -5 15 21 -17 -18 19 -19 -20 -10 -23 -21 25 28 -27 29 -25 -28
right_child=1 3 -4 4 5 6 -8 8 9 10 -12 -13 -14 -15 -16 16 17 18 20 23 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=-8.5946047704510416e-07 2.0184262006122957e-06 -1.3388970512009802e-06 -2.7267534107977554e-07 1.1034414820040035e-06 -9.6029164313092356e-07 7.9097500815805699e-08 1.0131643732777242e-06 1.6251704533505501e-06 -1.9156367385031059e-08 -2.4865926241091076e-06 3.5943121133641399e-07 1.5457457675438491e-06 -1.7449415228621877e-06 -6.3820750090764549e-08 -6.8223557718738454e-07 2.0852655530916308e-06 -1.5901198146143055e-06 3.1220803909228661e-06 -2.1898156396673585e-06 1.3956720587989716e-06 3.0490845233543954e-07 6.6031959957197414e-07 -3.0627234816000219e-06 -2.2597883149241431e-06 1.2476821065092735e-06 2.1152044697513564e-06 1.1652897454738601e-06 -2.3401053985375819e-06 2.3148853742327446e-07 -5.9711451031609211e-08
leaf_weight=20 21 21 20 37 21 20 29 26 2212 20 25 20 22 22 34 25 28 21 25 26 30 27 22 21 25 26 38 26 20 191
leaf_count=20 21 21 20 37 21 20 29 26 2212 20 25 20 22 22 34 25 28 21 25 26 30 27 22 21 25 26 38 26 20 191
internal_value=0 5.5489e-09 9.00816e-07 -6.44651e-09 2.76095e-09 -1.04137e-08 -3.6724e-09 -1.37367e-08 -1.1917e-09 -1.59665e-08 -9.05468e-07 -1.75719e-09 -8.76352e-07 6.68191e-07 -1.28226e-08 -4.5852e-09 1.57881e-07 5.68651e-08 1.59572e-07 2.97579e-07 -8.29057e-07 -4.06569e-08 -1.01125e-06 1.38559e-07 4.43659e-08 -4.90593e-08 9.61875e-08 -1.09673e-07 -1.04453e-06 1.43564e-07
internal_weight=0 3101 41 3060 3039 2980 2959 2930 2888 2862 45 2817 42 59 2797 2763 502 477 449 394 55 2261 49 373 347 322 281 255 41 229
internal_count=3121 3101 41 3060 3039 2980 2959 2930 2888 2862 45 2817 42 59 2797 2763 502 477 449 394 55 2261 49 373 347 322 281 255 41 229
is_linear=0
shrinkage=0.1


Tree=7863
num_leaves=31
num_cat=0
split_feature=46 453 148 447 120 130 9 10 43 2 33 34 12 10 4 447 447 2 150 132 50 393 1203 150 376 43 52 457 3 0
split_gain=1.35688e-09 1.86475e-09 1.76243e-09 2.7742e-09 1.70156e-09 2.57332e-09 2.3923e-09 3.92706e-09 6.29702e-09 4.10704e-09 2.87878e-09 4.02545e-09 2.73e-09 1.99689e-09 2.82753e-08 2.11666e-09 2.43309e-09 2.0979e-09 1.96583e-09 2.07873e-09 3.96216e-08 2.08152e-08 5.87988e-09 2.0043e-09 1.88635e-09 4.47472e-09 5.61179e-09 1.98606e-09 2.13973e-09 6.83495e-09
threshold=0.10987500000000001 0.10071000000000001 -0.10069499999999999 0.094580000000000011 1.0000000180025095e-35 -0.22461999999999996 0.092410000000000006 0.053330000000000009 -0.080419999999999978 -0.090999999999999984 0.085305000000000006 -0.084769999999999984 -0.015429999999999998 -0.011559999999999999 0.053180000000000012 0.089635000000000006 0.086195000000000008 -1.0000000180025095e-35 -0.11226499999999999 -0.083284999999999984 0.097510000000000013 0.12679500000000002 0.089165000000000008 -0.093459999999999988 0.080200000000000007 -0.052894999999999991 -0.07167999999999998 0.41022000000000008 -0.096099999999999977 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 9 -9 -7 11 -11 -8 14 -13 16 17 -15 -19 20 22 23 -20 -21 27 26 -26 28 -25 -30
right_child=-2 -3 3 -5 -6 6 12 8 -10 10 -12 13 -14 15 -16 -17 -18 18 19 21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=7.1668043413056062e-07 7.8256641054188313e-07 -9.680321039695628e-07 1.0640224697612132e-06 -9.641824971140523e-07 -6.9097395680728371e-07 1.2555774595477067e-06 -1.3811046362851205e-07 2.6142077445001635e-07 -2.2479652136553344e-06 1.4157630579347824e-06 -1.1212245646635458e-06 -3.1254498637167672e-06 1.3948607826655199e-06 8.9792012630049655e-07 1.5919321825734828e-06 9.3850978638935576e-07 -1.0289098070089772e-06 8.2880982412396927e-07 3.621381174413312e-08 -9.8525208505591207e-07 4.5199769162707071e-06 -3.2518927764613185e-06 -1.7422395899302501e-06 1.8619063691413122e-07 2.2665945052613964e-06 -7.1384568432871937e-07 1.0407438259767737e-07 9.2626484150638475e-07 -5.1712480077108342e-08 -1.8657179643423118e-06
leaf_weight=34 22 20 23 30 35 26 21 20 20 20 23 24 26 26 27 24 23 28 162 21 20 20 21 387 21 21 28 22 1905 21
leaf_count=34 22 20 23 30 35 26 21 20 20 20 23 24 26 26 27 24 23 28 162 21 20 20 21 387 21 21 28 22 1905 21
internal_value=0 -5.55855e-09 6.93311e-10 -7.30129e-09 2.21992e-09 1.03615e-08 2.16592e-09 -9.2651e-09 -9.93272e-07 4.44928e-09 -6.9886e-09 2.09592e-09 7.09916e-07 -7.9981e-09 -6.28012e-07 3.50035e-09 -4.73157e-09 3.98322e-09 -4.69902e-09 -1.35092e-08 2.93986e-07 -3.90291e-08 -1.67871e-07 -1.25421e-08 -4.04862e-09 5.07454e-07 1.03087e-06 -1.93828e-08 -2.83772e-08 -7.14914e-08
internal_weight=0 3099 3079 3045 3015 2980 2957 2910 40 2870 2844 2821 47 2801 51 2750 2726 2703 2677 2649 203 2446 183 2426 2405 70 49 2335 2313 1926
internal_count=3121 3099 3079 3045 3015 2980 2957 2910 40 2870 2844 2821 47 2801 51 2750 2726 2703 2677 2649 203 2446 183 2426 2405 70 49 2335 2313 1926
is_linear=0
shrinkage=0.1


Tree=7864
num_leaves=31
num_cat=0
split_feature=130 12 132 1185 1203 51 51 403 133 13 13 15 160 15 52 51 1209 160 10 4 0 42 50 159 159 483 50 157 1 1
split_gain=1.52144e-09 3.45172e-09 1.30275e-09 8.92823e-09 3.63491e-09 1.67068e-09 1.44999e-09 6.98321e-09 1.27531e-08 5.10559e-09 5.73279e-09 5.39349e-09 6.76943e-09 6.05066e-09 1.15495e-08 4.91714e-09 6.17888e-09 4.4665e-09 3.91898e-09 2.94079e-08 5.26089e-08 2.64354e-09 1.1186e-08 2.51642e-09 4.07784e-09 4.39264e-09 3.20386e-09 2.61311e-09 2.95461e-09 2.87488e-08
threshold=-0.23647499999999996 0.23631000000000002 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.096070000000000016 0.094075000000000006 -0.0031149999999999997 -0.038089999999999992 0.10002500000000002 0.00084500000000000016 -0.090344999999999995 -0.085024999999999989 -0.074054999999999996 -0.067494999999999986 0.090560000000000015 0.12417500000000002 0.041220000000000007 -0.011559999999999999 0.053180000000000012 -0.10096999999999999 0.11688500000000002 0.090150000000000022 -0.48366999999999993 -0.46871499999999994 0.12325000000000001 0.13060500000000003 -0.21914999999999998 0.093575000000000019 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 15 -8 -9 10 11 12 -10 14 -13 16 18 -15 19 -5 -21 23 -23 -20 -25 26 27 -26 29 -29
right_child=1 -3 3 6 -6 -7 7 8 9 -11 -12 13 -14 17 -16 -17 -18 -19 21 20 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-8.694050310964486e-07 1.6547870608906385e-08 1.2537276130718636e-06 2.0691434363990476e-06 -3.0719361779674163e-06 -1.3017740784501289e-06 -9.4851922995076164e-07 -1.3684659314514227e-06 2.3708055000578759e-06 -1.8758558900126098e-06 1.4278299250623536e-06 -1.6435375778200978e-06 3.2113481491080621e-06 1.681381334936643e-07 3.4931251256237525e-07 2.2869770231335609e-07 -1.139855400348703e-06 1.468896336729943e-06 -1.3191418269170323e-06 -9.9667770712130745e-07 4.7830125447489994e-06 -1.8382239590171899e-06 6.3231331203564095e-08 -2.3399085721393932e-06 1.2778253606554175e-06 -1.01549672232674e-06 -1.2264357789401208e-06 1.263305585195797e-06 2.555248250613762e-08 2.2287228263752822e-07 -2.9149081011409555e-06
leaf_weight=20 174 22 21 32 28 20 26 28 26 27 20 20 43 68 37 39 28 21 24 20 30 86 25 26 24 28 21 1507 596 34
leaf_count=20 174 22 21 32 28 20 26 28 26 27 20 20 43 68 37 39 28 21 24 20 30 86 25 26 24 28 21 1507 596 34
internal_value=0 5.59616e-09 -3.32196e-09 1.48101e-08 -2.3667e-07 -8.29436e-08 -4.0183e-10 2.01522e-07 3.42279e-07 1.2549e-07 -2.41405e-08 1.26501e-07 -6.02063e-07 4.70822e-07 1.27524e-06 -2.57224e-08 -8.20881e-09 -4.43677e-08 -2.50694e-08 -7.04737e-07 8.10271e-07 -1.56336e-09 -4.78016e-07 2.18376e-08 3.27698e-08 1.81221e-08 3.40926e-08 2.21475e-08 3.38009e-08 -3.93246e-08
internal_weight=0 3101 3079 2857 222 194 2836 316 290 262 235 215 69 146 57 2520 2481 89 2453 82 50 2371 111 2260 2236 2210 2182 2161 2137 1541
internal_count=3121 3101 3079 2857 222 194 2836 316 290 262 235 215 69 146 57 2520 2481 89 2453 82 50 2371 111 2260 2236 2210 2182 2161 2137 1541
is_linear=0
shrinkage=0.1


Tree=7865
num_leaves=31
num_cat=0
split_feature=1429 1417 11 12 155 12 157 475 474 1426 156 1446 2 43 1443 481 1446 481 133 1447 1446 1447 472 403 475 49 12 475 52 157
split_gain=1.31746e-09 2.98731e-09 1.61709e-09 5.45351e-09 1.45387e-08 4.93239e-09 3.90775e-09 2.17456e-09 2.9997e-09 1.8933e-09 1.60986e-09 2.55124e-09 5.97259e-09 5.09064e-09 4.72992e-09 4.48048e-09 1.84098e-09 6.39007e-09 1.07825e-08 5.86471e-09 1.07019e-08 1.06475e-08 3.44785e-09 3.09877e-09 2.81584e-09 1.35707e-08 1.48659e-08 7.94889e-09 3.38921e-09 3.08719e-09
threshold=0.12521000000000002 -0.080324999999999994 0.088215000000000002 0.10149500000000002 0.12509500000000004 0.10806000000000002 -0.48214999999999997 -0.47599999999999992 -0.23025999999999996 -0.082379999999999995 -0.092624999999999985 0.092750000000000013 0.085155000000000022 -0.065269999999999981 0.090090000000000017 -0.065999999999999989 0.085345000000000018 -0.081614999999999979 -0.0084449999999999994 -0.086424999999999988 0.083530000000000007 -0.088199999999999987 -0.082054999999999975 -0.55327499999999985 -0.086279999999999982 -0.009244999999999998 0.083715000000000026 -0.085669999999999982 -0.54906499999999991 0.10977500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -5 -3 -8 -9 -10 -11 16 -13 14 -14 -15 19 18 -18 21 22 -12 -21 -24 25 -25 -27 -26 -29 -30
right_child=-2 2 3 5 -6 -7 7 8 9 10 11 12 13 15 -16 -17 17 -19 -20 20 -22 -23 23 24 27 26 -28 28 29 -31
leaf_value=-1.1663516426613736e-06 8.0901629900154144e-07 -1.3383603288730229e-06 -3.3253641699307732e-07 -1.5444981815448957e-06 3.1482051759840469e-06 4.1415073642130869e-07 -1.0398303831493651e-06 1.1697466106852517e-06 9.6726289967818966e-07 -7.2581391497160743e-07 -1.9333870287457304e-07 1.6734310012604208e-06 -1.8742048351327867e-06 1.6931214508038769e-06 3.0063415749737034e-07 -3.3347740554745545e-07 1.8151676528077588e-06 -1.526889181004013e-06 -9.2122761480418893e-07 -1.2815751406811788e-06 -2.1269243895597852e-06 2.8508761405277032e-06 1.1867149076103736e-06 1.2840744005870874e-06 1.9972378282062666e-06 2.0041662764924695e-07 -3.6090336486776799e-06 1.1311818353804554e-06 -5.1371679171761909e-09 -1.1221575048239175e-06
leaf_weight=22 20 22 28 20 21 36 20 22 20 31 27 30 20 24 20 20 24 35 36 21 24 20 22 23 20 20 21 26 2401 25
leaf_count=22 20 22 28 20 21 36 20 22 20 31 27 30 20 24 20 20 24 35 36 21 24 20 22 23 20 20 21 26 2401 25
internal_value=0 -5.21738e-09 3.07913e-09 3.88769e-07 1.15921e-06 -2.85367e-07 -1.0538e-08 -6.42337e-10 6.44626e-09 -2.34845e-09 -9.05857e-09 -1.28682e-09 4.62253e-07 2.96899e-08 -7.86785e-07 7.7194e-07 -2.05377e-08 -4.53066e-07 1.7333e-07 -5.03193e-09 -2.50219e-08 1.10207e-06 -5.46173e-09 5.01457e-09 -5.23677e-09 -6.6012e-07 -1.75077e-06 1.17181e-08 -4.47698e-09 -1.66481e-08
internal_weight=0 3101 3079 105 49 56 2974 2952 2932 2910 2890 2859 114 84 40 44 2745 95 60 2650 2603 47 2579 2558 2536 64 41 2472 2452 2426
internal_count=3121 3101 3079 105 49 56 2974 2952 2932 2910 2890 2859 114 84 40 44 2745 95 60 2650 2603 47 2579 2558 2536 64 41 2472 2452 2426
is_linear=0
shrinkage=0.1


Tree=7866
num_leaves=31
num_cat=0
split_feature=130 10 42 40 10 4 10 45 11 97 10 15 15 132 1186 1185 52 132 130 129 394 394 1 1186 40 151 40 4 4 151
split_gain=1.23078e-09 3.16123e-09 5.79126e-09 3.83023e-09 2.23589e-09 4.70308e-08 4.95762e-09 1.51107e-09 1.24807e-08 1.30815e-09 3.95551e-09 1.86298e-09 1.62993e-09 1.45208e-09 3.90312e-08 1.97859e-08 3.82163e-09 1.78324e-09 1.9245e-09 2.00681e-09 1.88948e-09 8.32778e-09 1.66957e-09 1.63713e-09 1.58766e-09 4.47882e-09 3.42391e-09 1.65868e-09 3.56334e-09 1.61824e-09
threshold=-0.23647499999999996 -0.38124499999999995 0.089390000000000011 -0.24134999999999998 -0.013164999999999998 0.053180000000000012 -0.0091199999999999979 0.094030000000000016 -1.0000000180025095e-35 -0.079444999999999988 0.11294000000000003 -0.56020999999999987 -0.47308999999999996 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 -0.050879999999999988 -0.089704999999999993 -0.078929999999999986 -0.11103499999999998 -0.088774999999999979 0.089625000000000024 -0.087469999999999978 -0.083564999999999987 -0.08212499999999999 -0.079414999999999986 0.51303500000000013 0.50822500000000004 -0.085134999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -6 8 -8 -10 11 -11 -13 14 16 -15 22 -17 -19 -20 -21 -22 -14 -23 25 -25 -26 28 29 -28
right_child=1 3 -4 4 6 -7 7 -9 9 10 -12 12 13 15 -16 17 -18 18 19 20 21 23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-7.8195082995335954e-07 -3.4053431861025276e-07 -1.3525284906617822e-06 2.0371477825435815e-06 -2.2206060331579163e-06 -1.4119047335725554e-06 3.3335037079312669e-06 2.4996906216756542e-06 -6.4166111791842524e-07 -6.9979862368435777e-07 -9.5072217131278843e-07 1.1615044775973419e-06 7.9851772534311757e-07 1.315575032852697e-07 -3.0193157871591133e-06 4.4431670301037235e-06 8.6902852484380002e-07 -1.30176283692907e-06 -8.1166354902961758e-07 7.459615452327333e-07 8.002144923580091e-07 -1.8795509184599268e-06 7.9746874416741787e-07 -6.9318232893541188e-07 -1.5118214437279677e-06 9.3718007561667624e-07 4.2178669693147763e-07 2.2505198563461405e-07 -7.8480832234209935e-07 1.318494737461151e-06 -5.1120506685860451e-08
leaf_weight=20 20 21 21 30 25 31 20 36 27 21 29 25 135 22 20 23 27 30 35 28 24 25 30 25 38 23 237 28 20 2025
leaf_count=20 20 21 21 30 25 31 20 36 27 21 29 25 135 22 20 23 27 30 35 28 24 25 30 25 38 23 237 28 20 2025
internal_value=0 5.04271e-09 8.77303e-07 -6.64444e-09 2.65585e-09 6.01974e-07 -9.62032e-09 2.25137e-09 1.01982e-08 -6.98851e-09 -4.7078e-10 -1.23318e-08 -5.34383e-09 -1.2534e-08 2.39059e-07 -3.31835e-08 -1.98869e-07 -7.53149e-09 -1.54751e-08 -5.95131e-09 -1.6593e-08 -2.59471e-08 -1.83952e-08 -7.5718e-09 -1.59716e-08 -5.85301e-07 -4.33288e-09 -1.9821e-08 -1.04346e-08 -2.21847e-08
internal_weight=0 3101 41 3060 3039 61 2978 2953 2917 2897 2870 2841 2820 2795 212 2583 192 2561 2538 2508 2473 2445 165 2421 2396 48 2348 2310 2282 2262
internal_count=3121 3101 41 3060 3039 61 2978 2953 2917 2897 2870 2841 2820 2795 212 2583 192 2561 2538 2508 2473 2445 165 2421 2396 48 2348 2310 2282 2262
is_linear=0
shrinkage=0.1


Tree=7867
num_leaves=31
num_cat=0
split_feature=11 132 1185 1186 15 42 130 15 34 34 97 9 10 2 4 159 46 46 1429 1186 129 1184 1 0 0 484 40 2 2 2
split_gain=1.77012e-09 1.37469e-09 9.53405e-09 3.64232e-09 2.53948e-09 1.62304e-09 3.20491e-09 2.53357e-09 1.35134e-09 4.34901e-09 1.10156e-08 4.85474e-09 9.96302e-09 5.804e-09 1.48883e-08 3.09699e-09 1.44072e-09 2.3626e-09 1.55654e-09 1.3723e-09 3.55253e-09 5.37537e-09 1.75775e-09 3.91096e-09 3.60031e-09 6.44287e-09 9.82719e-09 6.17754e-09 2.83947e-09 4.01756e-09
threshold=-0.072629999999999986 -0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.049004999999999993 0.08610000000000001 0.084510000000000016 -0.10561499999999999 -0.057544999999999992 -0.082154999999999992 0.091600000000000015 0.094860000000000014 -1.0000000180025095e-35 0.053180000000000012 0.078675000000000009 0.10987500000000001 0.083550000000000013 -0.18945499999999996 0.089315000000000019 -0.077709999999999987 0.081725000000000006 0.12656000000000003 -0.036484999999999997 -0.057069999999999989 0.090535000000000018 -0.049804999999999995 0.14838000000000004 0.12299 0.11682500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 -7 -4 10 15 13 -13 14 -11 -10 17 18 -15 20 -20 22 28 24 25 26 -24 -28 29 -22
right_child=1 2 8 -5 -6 7 -8 -9 9 11 -12 12 -14 16 -16 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-9.1500540217263424e-07 -1.2090438155190406e-06 2.1476433874210799e-06 -6.1758273642788163e-07 -1.4867084468321646e-06 -1.0457457631787293e-06 9.7325653314328523e-09 1.2708074176112735e-07 1.2048221267472551e-06 -8.3874601273237206e-07 -4.1580092918728172e-07 2.7107700145192907e-06 -2.6273089425948067e-06 3.2726424046813918e-07 7.9873080783462087e-07 3.1839655127896551e-06 7.8511679658810827e-07 8.2000316513672481e-07 -1.0435416341310471e-06 -1.160171197617038e-06 5.8620978147940297e-07 1.6066004554270133e-09 1.6259192042866747e-06 1.785313586631012e-06 -1.5500201767360485e-06 7.6724847779339387e-07 -1.9045628918142347e-06 -1.8714246616582388e-06 2.9127754443335009e-07 4.4320426685818436e-07 -6.8415819287800726e-07
leaf_weight=21 26 21 34 21 25 68 58 24 24 27 21 21 25 24 20 23 21 22 27 38 2130 20 22 23 33 23 25 28 137 89
leaf_count=21 26 21 34 21 25 68 58 24 24 27 21 21 25 24 20 23 21 22 27 38 2130 20 22 23 33 23 25 28 137 89
internal_value=0 6.20298e-09 2.46979e-08 -2.33565e-07 -1.0264e-07 3.13244e-08 -2.86482e-07 3.21495e-07 9.09352e-09 1.66412e-08 8.06676e-07 -2.85879e-09 -1.02156e-06 1.44392e-08 1.11601e-06 -4.40897e-08 -5.01006e-09 -1.15702e-08 -2.90146e-09 -1.03154e-08 -1.91805e-08 -7.00388e-09 -2.00152e-08 -3.47332e-07 -1.36173e-07 -4.40387e-07 8.62738e-09 -7.28865e-07 1.37987e-09 -2.58982e-08
internal_weight=0 3100 2878 222 201 176 84 92 2857 2823 68 2755 46 2709 47 47 2662 2641 2619 2595 2557 2530 2510 154 131 98 75 53 2356 2219
internal_count=3121 3100 2878 222 201 176 84 92 2857 2823 68 2755 46 2709 47 47 2662 2641 2619 2595 2557 2530 2510 154 131 98 75 53 2356 2219
is_linear=0
shrinkage=0.1


Tree=7868
num_leaves=31
num_cat=0
split_feature=96 34 39 33 11 1373 52 48 457 1373 457 448 150 149 457 151 47 9 3 0 16 0 2 484 1375 456 52 456 130 484
split_gain=1.43621e-09 1.74978e-09 7.28526e-09 1.19096e-08 4.07884e-09 1.36088e-09 1.42419e-08 1.34287e-08 1.83583e-09 1.704e-09 5.63937e-09 5.47046e-09 5.11919e-09 2.5437e-09 3.32036e-09 2.47109e-09 2.24373e-09 1.53053e-08 2.8241e-08 1.24469e-08 3.04231e-08 5.58355e-09 3.88898e-09 3.14933e-09 2.66612e-09 2.81857e-09 8.31604e-09 5.1561e-09 2.42874e-09 3.31735e-09
threshold=0.090365000000000015 -0.057544999999999992 0.089790000000000023 0.085305000000000006 -1.0000000180025095e-35 0.081220000000000014 -0.020999999999999994 0.090885000000000007 -0.11701499999999999 -1.0000000180025095e-35 0.11612500000000002 0.030280000000000001 0.12416000000000001 0.091325000000000003 -0.08798499999999998 0.10280000000000002 0.094160000000000008 0.088235000000000022 -0.083784999999999984 -0.10151999999999999 -0.11676499999999999 -0.091354999999999978 -1.0000000180025095e-35 -0.077099999999999988 0.084665000000000018 0.08790000000000002 -0.020999999999999994 0.087485000000000021 -0.23123999999999997 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 8 7 -7 -6 -10 11 12 13 14 -11 16 17 22 -19 20 -18 -21 -16 -23 25 27 -27 28 -24 -30
right_child=-2 4 -4 -5 5 6 -8 -9 9 10 -12 -13 -14 -15 15 -17 19 18 -20 21 -22 23 24 -25 -26 26 -28 -29 29 -31
leaf_value=2.1032620656441374e-06 -8.2419384116725447e-07 -1.3640389534492154e-06 -1.0106605182045314e-06 -6.597706321652088e-07 8.6673551140847853e-07 2.4319826084335904e-06 -1.9777762790082225e-06 -1.1110326984198338e-06 -8.1590579793555663e-07 -9.9164945016706389e-07 1.2075552158071681e-06 -1.47590297365241e-06 1.3092118107730738e-06 -9.7001877742707598e-07 1.0583418049593873e-06 1.0277207181275116e-06 1.9754764530339116e-07 6.0042972027373334e-07 -4.4111074319372085e-06 -1.2325654867744992e-06 4.7106405065733274e-06 1.0785073219007504e-06 1.0832990467690706e-06 -8.6108872539537123e-08 1.0032788955308766e-06 -2.2519787946640418e-06 4.7291286856913461e-07 1.5990723250070005e-06 -5.7037813031462292e-08 4.2559188657088612e-07
leaf_weight=39 21 22 25 26 25 23 33 20 25 33 39 25 30 27 35 24 59 23 22 38 20 28 20 136 26 21 24 20 2059 153
leaf_count=39 21 22 25 26 25 23 33 20 25 33 39 25 30 27 35 24 59 23 22 38 20 28 20 136 26 21 24 20 2059 153
internal_value=0 5.59094e-09 4.40074e-07 9.98049e-07 -7.40025e-09 2.58839e-09 -4.15154e-07 7.84069e-07 1.3491e-08 6.10232e-09 1.32827e-08 -3.2163e-09 9.94209e-09 -4.13959e-09 5.37472e-09 1.75246e-08 8.49152e-09 -2.27744e-08 -1.84966e-06 2.75865e-07 1.3401e-06 -1.40347e-07 1.20898e-08 1.12728e-07 -3.67381e-09 -1.50716e-08 -7.98703e-07 5.87091e-10 -1.37363e-08 -2.36552e-08
internal_weight=0 3100 90 65 3010 2988 76 43 2912 2887 2862 2823 2798 2768 2741 2708 2684 2403 45 281 79 202 2358 164 2323 2297 45 2252 2232 2212
internal_count=3121 3100 90 65 3010 2988 76 43 2912 2887 2862 2823 2798 2768 2741 2708 2684 2403 45 281 79 202 2358 164 2323 2297 45 2252 2232 2212
is_linear=0
shrinkage=0.1


Tree=7869
num_leaves=31
num_cat=0
split_feature=394 132 15 394 50 129 0 0 0 9 41 11 151 151 0 0 0 133 2 43 1213 0 4 2 4 0 481 42 43 4
split_gain=1.34643e-09 1.94637e-09 3.56754e-08 1.9552e-08 8.20357e-09 1.96682e-09 1.78378e-09 1.92842e-08 1.65043e-08 6.64758e-09 4.61773e-09 6.60421e-09 3.66938e-09 6.3984e-09 5.47277e-09 7.38575e-09 6.81258e-09 1.95974e-08 1.71201e-08 2.65313e-08 1.39365e-08 3.72732e-08 7.82409e-08 2.59434e-08 2.35077e-08 1.97298e-08 1.30132e-08 6.19601e-09 5.22376e-09 1.13058e-08
threshold=-0.14580499999999996 -0.083284999999999984 0.091650000000000023 0.12358500000000001 0.09227500000000001 -0.078929999999999986 -0.083804999999999977 -0.084044999999999995 -0.083554999999999977 0.088235000000000022 0.082095000000000015 0.081365000000000007 0.092070000000000013 0.056735000000000001 -0.084674999999999986 -0.085134999999999975 -0.086729999999999988 -0.017654999999999997 0.087015000000000023 -0.085739999999999997 0.04198000000000001 -0.087974999999999984 -0.081374999999999989 0.084715000000000013 -0.080584999999999976 -0.087319999999999995 -0.081539999999999987 0.087885000000000019 0.064745000000000011 0.0045450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -3 7 9 -8 10 12 -12 13 14 15 16 20 -18 26 -20 21 28 -23 -24 -22 -25 -19 -16 -7 -30
right_child=1 3 -4 -5 -6 6 8 -9 -10 -11 11 -13 -14 -15 27 -17 17 18 19 -21 24 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=-5.3701988520987489e-07 6.6600947754771123e-08 7.2320421120246855e-07 3.6933452057147169e-06 -3.1290282353069191e-06 -1.8863778768718477e-06 6.4401778537992075e-08 2.9278534725563077e-06 -3.020963759519708e-06 3.5520483913861863e-08 -1.7207465732652687e-06 2.085903131046507e-06 -2.1265463942654605e-07 -8.2725559850447554e-07 1.545584028952782e-06 9.8965679029561226e-08 -1.3726488278671453e-06 2.8797299099399729e-06 5.6376940336647376e-07 -1.1657014511001762e-06 3.765870574549505e-06 4.0398427800136275e-06 -7.6844429105449315e-06 -3.5737036660066227e-06 -1.1955199151998387e-06 -2.1552660865943516e-07 2.9105698818522219e-06 -2.2654326966329716e-06 2.3426802840731401e-06 -2.4871244376684516e-06 2.0495837119573809e-07
leaf_weight=46 154 38 27 20 25 716 20 22 1455 23 25 25 57 26 32 43 30 29 20 24 21 20 20 25 34 22 37 20 26 39
leaf_count=46 154 38 27 20 25 716 20 22 1455 23 25 25 57 26 32 43 30 29 20 24 21 20 20 25 34 22 37 20 26 39
internal_value=0 8.03133e-09 3.04939e-07 -1.32872e-08 -2.06161e-07 8.58528e-09 -1.07516e-09 -8.47767e-08 7.47386e-08 -3.56168e-08 -5.59511e-09 9.36624e-07 -4.35572e-08 -5.82849e-09 -4.06616e-08 -8.77998e-08 -3.58257e-08 6.14193e-07 -3.68029e-09 1.52425e-06 -1.3442e-07 -2.32233e-07 -2.19561e-06 -5.57157e-07 1.40925e-06 7.2648e-07 -1.0223e-06 9.61933e-07 -1.35214e-08 -8.71875e-07
internal_weight=0 3075 206 2869 179 2849 2811 1336 1475 1314 1291 50 1241 1184 1158 1106 1063 140 110 44 923 868 87 67 55 47 66 52 781 65
internal_count=3121 3075 206 2869 179 2849 2811 1336 1475 1314 1291 50 1241 1184 1158 1106 1063 140 110 44 923 868 87 67 55 47 66 52 781 65
is_linear=0
shrinkage=0.1


Tree=7870
num_leaves=31
num_cat=0
split_feature=2 1210 1210 399 2 1210 15 481 2 15 130 12 1 1 16 16 481 1210 480 479 34 0 43 43 43 12 474 157 484 52
split_gain=1.29764e-09 1.8739e-08 8.92798e-09 7.77039e-09 7.54715e-09 3.65376e-08 7.1006e-09 9.32425e-09 6.20224e-09 1.24308e-08 7.9189e-09 6.19027e-09 4.88059e-08 4.86224e-08 3.23164e-08 3.16124e-08 1.84005e-08 5.94703e-09 6.02061e-09 4.87478e-09 4.6662e-09 4.4917e-09 4.27533e-09 2.03103e-08 1.74544e-08 8.74266e-09 5.33757e-09 6.2966e-09 4.17016e-09 1.23206e-08
threshold=0.084885000000000002 -0.14175499999999996 -0.14175499999999996 0.091580000000000009 0.084715000000000013 -0.08126499999999999 0.11842000000000001 -0.087974999999999984 0.084245000000000014 0.084905000000000022 0.0053350000000000003 0.083715000000000026 0.09202500000000001 0.096860000000000016 -0.0057949999999999989 -0.059624999999999991 -0.085629999999999984 -0.08453999999999999 0.11191000000000002 0.086465000000000014 -0.10561499999999999 -0.09515499999999999 -0.011694999999999999 -0.016814999999999997 -0.0087399999999999995 0.085565000000000016 0.088290000000000021 -0.08205999999999998 -0.017214999999999998 0.51307000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -3 7 -7 10 -10 11 12 14 -14 15 -9 -13 -4 19 -19 -15 -22 23 26 -24 -26 27 -18 -29 -30
right_child=2 3 17 -5 -6 6 -8 8 9 -11 -12 16 13 20 -16 -17 22 18 -20 -21 21 -23 24 -25 25 -27 -28 28 29 -31
leaf_value=2.9139130046844559e-06 -1.5850260383189921e-06 -4.0075900177844635e-06 1.698268765011335e-06 1.7685401485323382e-06 1.4047579731545234e-06 1.7864527894890935e-06 -1.3499384994335945e-06 -1.6663728539848915e-06 2.2226493937898125e-06 -9.1924245253949261e-07 -1.5650739404312238e-06 3.1805053731659428e-06 5.1814191306220896e-06 -1.499353494409661e-06 4.1628094641055217e-07 -6.7114489413795489e-06 1.9916040054113181e-06 -3.9756286856276115e-08 1.2293026766908068e-06 -1.3926489444842177e-06 1.4076563546871552e-06 -1.4220979039691883e-07 -2.452365675188437e-06 3.4042907844877844e-06 1.9397699299647884e-06 -1.5403044444421238e-07 -9.0462438866658416e-07 1.147501462323167e-06 2.3714521700769963e-07 -2.3262522750840056e-06
leaf_weight=23 37 23 20 25 36 31 36 27 34 20 33 20 20 20 25 23 20 1962 37 27 23 100 31 20 23 150 44 35 175 21
leaf_count=23 37 23 20 25 36 31 36 27 34 20 33 20 20 20 25 23 20 1962 37 27 23 100 31 20 23 150 44 35 175 21
internal_value=0 9.135e-08 -4.55112e-08 2.73905e-08 -1.6578e-08 -7.02133e-08 2.70581e-08 8.24457e-08 2.13065e-08 1.05899e-06 -4.78721e-08 1.65651e-08 -4.08201e-07 5.63168e-07 -2.51931e-06 -3.98711e-06 2.04124e-07 -1.76705e-08 -3.46097e-08 -5.81213e-08 -8.27409e-08 1.47603e-07 8.94275e-08 3.204e-07 -2.67222e-07 1.24336e-07 1.11323e-07 2.89417e-07 1.42042e-07 -3.75045e-08
internal_weight=0 1038 2083 1015 990 954 931 895 864 54 810 777 238 163 75 50 539 2046 2026 1989 143 123 519 315 204 173 295 251 231 196
internal_count=3121 1038 2083 1015 990 954 931 895 864 54 810 777 238 163 75 50 539 2046 2026 1989 143 123 519 315 204 173 295 251 231 196
is_linear=0
shrinkage=0.1


Tree=7871
num_leaves=31
num_cat=0
split_feature=1209 43 1209 4 401 15 1212 1210 2 1212 1208 1212 401 12 2 402 133 0 12 132 12 132 105 34 10 4 51 12 34 42
split_gain=1.31171e-09 1.09156e-08 2.35008e-09 5.90412e-09 1.61646e-09 4.49153e-09 2.38496e-09 1.54891e-08 1.3507e-08 3.99794e-09 2.37794e-09 2.26881e-09 2.26801e-09 8.41881e-09 9.78415e-09 4.15024e-09 9.13161e-09 4.31778e-09 4.00225e-09 2.33286e-09 3.168e-09 2.39464e-09 2.21719e-09 2.65089e-09 2.65695e-09 1.94352e-08 4.60479e-08 1.88447e-08 4.73547e-09 2.83034e-09
threshold=-0.087199999999999986 -0.0047449999999999992 -0.065739999999999979 -0.081114999999999979 0.11857000000000002 0.094425000000000023 -0.089544999999999986 -0.21410999999999997 0.08708500000000001 -0.063924999999999996 0.11846000000000001 -0.14466499999999996 -1.0000000180025095e-35 0.097575000000000009 0.084655000000000022 -0.17973499999999998 0.40945500000000007 -0.080689999999999984 0.099400000000000002 0.11297500000000001 0.089085000000000011 0.10859000000000001 0.079510000000000011 -0.08786999999999999 -0.011559999999999999 0.053180000000000012 0.081440000000000026 -0.07415999999999999 -0.057544999999999992 0.096035000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 8 -8 11 -9 12 -4 13 14 -11 17 19 -14 -19 21 -21 22 23 -17 25 26 -25 -27 -26 -30
right_child=2 -3 4 -5 5 -7 7 9 -10 10 -12 -13 15 -15 -16 16 -18 18 -20 20 -22 -23 -24 24 28 27 -28 -29 29 -31
leaf_value=-6.8595307029130659e-07 -2.0067430398285068e-06 2.1519432889165375e-06 7.166328162000469e-08 2.9840556999261028e-07 -1.4451044459444043e-06 4.1504035425532496e-07 -2.5337102764903347e-06 1.2064170836164782e-06 2.1187572325619511e-06 9.9544296290332583e-08 1.0921404660280132e-06 -1.2660178236888529e-06 -3.004571058424873e-07 9.7101700062425666e-07 -3.0284181093520604e-06 1.0903232706645529e-06 -2.0848681022774446e-06 2.4278685731360385e-06 4.7330151201921665e-07 -1.5310498660572034e-06 4.051072231692976e-08 1.0607255303925326e-06 -9.8662229364973365e-07 -5.5915384173488298e-06 1.2408674361696904e-06 -8.3126477210708582e-07 5.6298176200324367e-07 3.1963443486152497e-06 -2.0886370520867877e-08 3.3140504213403189e-07
leaf_weight=33 20 23 32 25 27 25 24 28 33 20 20 21 23 22 20 23 21 20 22 23 29 22 22 20 32 26 31 21 2158 255
leaf_count=33 20 23 32 25 27 25 24 28 33 20 20 21 23 22 20 23 21 20 22 23 29 22 22 20 32 26 31 21 2158 255
internal_value=0 4.79612e-07 -8.7672e-09 -7.26105e-07 1.92161e-09 -5.50804e-07 1.16055e-08 -3.87951e-09 5.30533e-07 1.73647e-08 5.60021e-09 -4.58361e-07 -2.13317e-09 -6.00244e-07 -1.46444e-06 1.13613e-08 -7.7669e-09 8.00915e-07 1.40405e-06 8.61895e-09 -6.54603e-07 2.18326e-08 1.30012e-08 2.15716e-08 1.19053e-08 -4.98653e-07 -1.85056e-06 9.68305e-07 3.23694e-08 1.63429e-08
internal_weight=0 56 3065 45 3020 52 2968 2882 86 2858 2830 53 2810 62 40 2748 2683 65 42 2662 52 2610 2588 2566 2543 98 51 47 2445 2413
internal_count=3121 56 3065 45 3020 52 2968 2882 86 2858 2830 53 2810 62 40 2748 2683 65 42 2662 52 2610 2588 2566 2543 98 51 47 2445 2413
is_linear=0
shrinkage=0.1


Tree=7872
num_leaves=31
num_cat=0
split_feature=1208 1208 403 4 4 4 133 1455 1446 51 2 3 3 4 4 3 1447 2 484 13 1 1 16 52 52 12 16 12 2 52
split_gain=1.47899e-09 1.85425e-09 2.51757e-09 1.40203e-09 1.47443e-08 1.17106e-08 1.43532e-08 5.38862e-09 7.35335e-09 5.36012e-09 9.19559e-09 8.56628e-09 3.55039e-08 2.08622e-08 1.02592e-08 1.05684e-08 1.31313e-08 9.12477e-09 8.78088e-09 7.29635e-09 6.50462e-09 6.8816e-09 5.65869e-09 5.839e-09 6.38544e-09 6.25079e-09 4.19071e-09 5.01219e-09 1.13778e-08 1.11564e-08
threshold=0.12461500000000002 0.10233500000000001 -0.5341999999999999 -0.081714999999999996 -0.081224999999999978 -0.082349999999999993 -0.017654999999999997 0.088555000000000009 0.088980000000000017 -0.14283999999999999 0.097220000000000015 -0.083489999999999995 -0.042499999999999989 -0.083439999999999986 -0.084369999999999987 -0.085709999999999995 -0.085754999999999984 0.084755000000000011 0.084975000000000009 -0.085384999999999975 0.096125000000000016 0.10781 -0.095564999999999983 0.08976000000000002 0.087765000000000024 0.084535000000000013 0.62925500000000012 0.087445000000000009 0.085235000000000019 0.084960000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 7 -7 8 9 10 -1 13 -13 14 15 16 -11 -16 20 -18 -14 -22 -21 24 25 -24 27 28 29 -27
right_child=-2 2 -4 4 -6 6 -8 -9 -10 11 -12 12 18 -15 17 -17 19 -19 -20 22 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.8492702069473001e-07 -8.571741659579857e-07 1.4382969798784221e-06 -1.2938525117078826e-07 -2.0508172149725902e-06 -1.0858134819292526e-08 3.2251357092368733e-06 1.5020297325918363e-08 -1.3076035860611533e-06 1.6488322931503978e-06 -2.5348455338303212e-06 2.3537049944479806e-06 -4.1980383484769846e-06 1.5980898400158594e-06 2.6107866559751501e-06 -3.0258300349877186e-06 2.1230076441725034e-06 1.6185940451358528e-06 -1.7151490302088254e-07 -1.8022279342793419e-06 1.517872805772475e-06 -1.656255856232747e-06 7.9109779099545224e-07 -1.2912281065542887e-06 -1.2544333427707367e-06 1.5485193539461763e-06 2.1228149772350269e-06 -9.5200282396145865e-07 7.1216889212605021e-07 -2.1494703647798967e-06 -8.4955913816234635e-07
leaf_weight=28 20 21 20 36 2241 26 30 30 28 20 25 25 32 31 21 24 29 24 21 22 20 27 39 41 25 23 33 107 24 28
leaf_count=28 20 21 20 36 2241 26 30 30 28 20 25 25 32 31 21 24 29 24 21 22 20 27 39 41 25 23 33 107 24 28
internal_value=0 5.53373e-09 6.73574e-07 -3.41714e-09 -4.31105e-08 1.12013e-07 1.50543e-06 4.67939e-09 6.11622e-08 -5.28741e-09 9.59711e-07 -8.83149e-08 -8.27395e-07 9.9842e-08 -6.93739e-08 8.61369e-08 -3.88884e-08 -1.50353e-06 1.52661e-08 9.56645e-08 4.98397e-07 -2.50329e-07 -3.34728e-08 -1.40128e-07 2.36232e-08 -1.26465e-07 8.48176e-08 2.72812e-07 -3.54003e-07 4.90923e-07
internal_weight=0 3101 41 3060 2277 783 56 727 697 669 53 616 125 491 460 415 391 45 100 371 79 47 342 320 279 254 215 182 75 51
internal_count=3121 3101 41 3060 2277 783 56 727 697 669 53 616 125 491 460 415 391 45 100 371 79 47 342 320 279 254 215 182 75 51
is_linear=0
shrinkage=0.1


Tree=7873
num_leaves=31
num_cat=0
split_feature=132 393 15 158 43 52 42 158 0 1447 3 1447 4 49 1447 15 0 479 481 480 1456 41 3 41 1427 16 1447 484 52 1
split_gain=1.56503e-09 8.89887e-09 3.53979e-09 1.37209e-09 4.30263e-09 8.80954e-09 4.25987e-09 1.68473e-09 1.29848e-08 4.76364e-09 2.19092e-08 2.1273e-08 8.25173e-09 3.81685e-09 1.8619e-09 8.34691e-09 6.0821e-09 5.70246e-09 3.30747e-09 4.50016e-09 3.08759e-09 2.18638e-09 6.66794e-09 6.40929e-09 2.05759e-09 4.3058e-09 3.14547e-09 2.57576e-09 5.03225e-09 3.12275e-09
threshold=-0.083174999999999985 0.12069000000000002 0.091475000000000015 0.11245500000000001 -0.011694999999999999 0.008405000000000001 0.091545000000000015 0.10874500000000002 -0.085804999999999979 -0.086279999999999982 -0.085709999999999995 -0.085644999999999985 -0.04890499999999999 0.08610000000000001 -0.08039499999999998 0.088495000000000018 -0.084674999999999986 0.10713500000000002 -0.15265499999999996 0.10272000000000002 0.11253500000000001 0.088520000000000015 -0.098469999999999988 0.082735000000000017 0.089335000000000012 0.057265000000000003 0.071705000000000005 -0.10156 -0.019749999999999993 0.07863500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 7 5 6 -5 9 -9 10 -2 -11 -12 -14 15 16 -13 18 -16 20 21 23 -23 24 26 -26 27 28 29 -20
right_child=1 -3 -4 4 -6 -7 -8 8 -10 11 12 14 13 -15 17 -17 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-9.8050357314842073e-08 -3.0374896807318563e-06 2.0706616789127674e-06 -1.2660804132262154e-06 3.3515300425316732e-07 -1.2007302437292597e-06 1.8911128614718109e-06 -1.5489619660987348e-06 -1.1392981934932323e-06 2.4641382492518462e-06 3.2828665973738679e-06 1.9927320046519982e-06 -1.0325549553835162e-06 -1.1785526300656103e-06 6.3019951852538729e-07 -1.1603816972183269e-06 -2.164837600763089e-06 1.25556824216871e-06 1.5257088855378242e-06 5.8301518395253999e-07 1.2365656046616398e-06 -1.2330720576869681e-06 2.5644782293538276e-07 -2.0099076694112317e-06 1.6900953195021353e-06 1.6974069570675388e-06 -1.4445349224937827e-07 -1.2499247532105074e-06 -1.1007472558926576e-08 1.5651863154084091e-06 -9.8634126072197207e-07
leaf_weight=192 28 21 30 24 38 20 24 20 20 20 20 21 28 20 24 21 26 25 32 30 20 34 21 23 22 30 20 2215 31 21
leaf_count=192 28 21 30 24 38 20 24 20 20 20 20 21 28 20 24 21 26 25 32 30 20 34 21 23 22 30 20 2215 31 21
internal_value=0 1.95985e-08 -2.55892e-07 4.6324e-09 -3.48461e-07 1.27807e-07 -6.06904e-07 1.81345e-08 6.6242e-07 8.70137e-09 -6.83235e-07 3.39009e-08 2.86164e-07 -4.24906e-07 9.06169e-09 -5.0736e-07 2.33215e-07 2.28437e-08 7.95209e-09 1.91726e-08 4.38044e-09 1.44862e-08 -6.08888e-07 2.88077e-08 1.26923e-08 6.34795e-07 -1.25742e-09 9.60528e-09 5.53144e-07 -3.88053e-08
internal_weight=0 2899 222 2878 106 68 48 2772 40 2732 96 2636 68 48 2616 68 47 2548 2523 2499 2469 2449 55 2394 2371 52 2319 2299 84 53
internal_count=3121 2899 222 2878 106 68 48 2772 40 2732 96 2636 68 48 2616 68 47 2548 2523 2499 2469 2449 55 2394 2371 52 2319 2299 84 53
is_linear=0
shrinkage=0.1


Tree=7874
num_leaves=31
num_cat=0
split_feature=96 34 34 33 40 133 9 3 2 158 159 12 158 482 49 482 484 482 1 44 1428 473 50 50 132 15 132 1186 2 474
split_gain=1.30329e-09 1.82813e-09 7.76843e-09 3.93483e-09 3.54101e-09 4.96282e-09 1.42395e-09 1.94569e-09 1.59367e-09 1.49605e-09 2.31774e-09 6.90803e-09 6.19134e-09 2.0289e-09 4.168e-09 3.68274e-09 1.37785e-08 9.99666e-09 7.71312e-09 1.9501e-09 1.90495e-09 2.87135e-09 2.45965e-09 2.97634e-09 2.05476e-09 3.57844e-08 1.97487e-08 6.54145e-09 1.93643e-09 1.02527e-08
threshold=0.090365000000000015 -0.057544999999999992 -0.083494999999999986 -1.0000000180025095e-35 -0.07632499999999999 0.087435000000000013 0.085555000000000006 -0.13309499999999996 -0.0091949999999999983 -0.47382999999999992 -0.46871499999999994 0.092200000000000018 -0.46413499999999996 0.11117500000000001 0.006170000000000001 0.089605000000000018 0.090535000000000018 0.086210000000000023 0.11634000000000001 0.084760000000000016 -0.071779999999999997 -0.072684999999999986 0.13767000000000004 0.13159000000000001 -0.083284999999999984 0.091650000000000023 -0.069704999999999989 0.0044650000000000011 0.10613000000000002 -0.088574999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 8 -8 -5 -10 11 -11 -12 15 -15 17 18 19 -17 20 -14 -22 23 24 25 27 -26 -23 -28 -30
right_child=-2 3 -4 6 -6 -7 7 -9 9 10 12 -13 13 14 -16 16 -18 -19 -20 -21 21 22 -24 -25 26 -27 28 -29 29 -31
leaf_value=1.6826302072558975e-06 -7.8514234257367898e-07 -1.4059444993108629e-06 2.1875344941690858e-06 -8.557183171185237e-07 -8.6845439454918967e-07 -5.4510934319296214e-07 1.2633095280651083e-06 1.6650118405161794e-08 -7.7165311813587323e-07 -2.1798120477407276e-07 -1.7605567836653793e-06 2.0761991907290522e-06 -7.6924875793424412e-07 1.7063229598707474e-06 -1.720975824860539e-07 -7.5181752859423109e-07 -2.5579432251386327e-06 2.0890792733968304e-06 1.8008786258860711e-06 7.5927896053447821e-07 1.1889111453911029e-06 4.8894272253331123e-09 -9.6336587005309947e-07 9.8630059217915299e-07 -3.170772265548294e-06 3.8300619053188716e-06 3.5909478731287603e-08 -1.9181999533657292e-06 -2.2946877865334421e-06 -9.0715239027944631e-08
leaf_weight=20 21 20 20 22 30 20 21 31 25 35 20 21 33 21 27 29 26 23 20 33 20 153 27 30 20 25 1766 20 22 520
leaf_count=20 21 20 20 22 30 20 21 31 25 35 20 21 33 21 27 29 26 23 20 33 20 153 27 30 20 25 1766 20 22 520
internal_value=0 5.3125e-09 4.49416e-07 -7.96635e-09 -4.71888e-08 5.6876e-07 1.38467e-09 5.20109e-07 -7.79629e-09 -1.39907e-09 5.26172e-09 6.42336e-07 -7.32247e-09 5.1339e-09 6.49711e-07 -6.04778e-09 -6.97222e-07 1.32086e-08 2.90099e-07 -4.68017e-09 -1.42441e-08 -4.67244e-09 -1.39143e-08 -3.88486e-09 -1.56448e-08 2.93614e-07 -4.19477e-08 -2.17433e-07 -1.48349e-08 -1.80175e-07
internal_weight=0 3100 90 3010 70 40 2990 52 2938 2916 2891 56 2835 2815 48 2767 75 2692 49 2669 2636 2603 2583 2556 2526 198 2328 173 2308 542
internal_count=3121 3100 90 3010 70 40 2990 52 2938 2916 2891 56 2835 2815 48 2767 75 2692 49 2669 2636 2603 2583 2556 2526 198 2328 173 2308 542
is_linear=0
shrinkage=0.1


Tree=7875
num_leaves=31
num_cat=0
split_feature=132 1185 15 120 52 40 9 10 2 3 11 49 2 157 151 4 43 16 3 49 1456 159 0 151 150 148 16 48 0 47
split_gain=1.564e-09 8.41409e-09 4.75156e-09 1.29342e-09 3.75019e-09 2.77028e-09 2.24472e-09 4.23163e-09 5.95054e-09 3.19632e-09 3.16163e-09 1.48699e-09 6.92544e-09 8.3647e-09 2.20905e-08 3.81918e-09 6.31823e-09 1.11754e-08 5.3089e-09 3.54672e-09 3.39229e-09 3.24216e-09 3.23562e-09 2.01313e-09 6.83337e-09 3.96331e-09 3.21837e-09 2.86281e-09 2.45889e-09 3.2239e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 1.0000000180025095e-35 -0.014264999999999998 -0.24290999999999999 0.092410000000000006 0.053330000000000009 -0.15339499999999998 -0.014944999999999998 -1.0000000180025095e-35 0.10463500000000002 0.087015000000000023 -0.087424999999999989 -0.54526999999999981 -0.031404999999999995 -0.095049999999999982 0.51222500000000004 -0.072199999999999986 0.10269000000000002 0.10880000000000002 0.15326500000000001 -0.078704999999999983 -0.10737499999999998 0.10348 -0.098399999999999974 -0.008904999999999998 0.12474000000000002 -0.10224499999999999 0.092710000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -3 7 10 -9 -8 -7 19 -13 -14 -15 -16 -17 18 -18 20 21 23 -22 24 26 -25 -12 28 29 -27
right_child=1 3 -4 4 -6 6 9 8 -10 -11 11 12 13 14 15 16 17 -19 -20 -21 22 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=-7.2940709353967281e-08 2.0139991136147729e-06 1.1861458824569128e-06 -1.4262075766661537e-06 3.9022174556697049e-07 -1.456196243184009e-06 1.20289428299326e-06 -1.0071032202967732e-07 2.1988575667819533e-07 -2.1902713115196092e-06 1.605676940081529e-06 -7.7634873252526603e-07 -1.8087263529196209e-06 -1.7955551718387144e-06 3.1412271162232425e-06 6.2412397325446862e-07 -1.8536561889539789e-06 -1.5600326724558344e-06 1.6641761439052096e-06 -6.7854686669477365e-08 1.3179296253102145e-06 2.1148372866264256e-08 1.0791545640852841e-06 -1.7560917992146382e-06 -1.4024747808605299e-06 2.0527332452502377e-06 6.5628559678249761e-08 8.7257931028261745e-07 1.0978101092481059e-06 4.9669010094001999e-08 -2.9564672885475703e-06
leaf_weight=192 21 20 30 22 22 22 23 20 21 21 29 25 25 22 44 26 38 27 64 21 20 29 21 20 21 372 20 24 1820 39
leaf_count=192 21 20 30 22 22 22 23 20 21 21 29 25 25 22 44 26 38 27 64 21 20 29 21 20 21 372 20 24 1820 39
internal_value=0 1.95855e-08 -2.55815e-07 5.03276e-09 -5.32987e-07 1.33859e-08 5.05075e-09 -6.20581e-09 -1.01458e-06 7.13702e-07 8.9439e-09 -7.59428e-10 -2.2297e-07 -6.18157e-08 1.34309e-07 -1.98115e-07 -4.31524e-07 -1.44893e-07 -6.23764e-07 2.3961e-08 1.27091e-08 2.82845e-08 -8.89145e-07 1.52887e-08 5.43498e-07 -9.63892e-10 -1.03317e-07 1.14664e-08 -2.19992e-10 -2.2114e-07
internal_weight=0 2899 222 2878 44 2834 2814 2770 41 44 2729 2707 271 246 221 199 155 129 102 2436 2415 2374 41 2345 70 2275 49 2255 2231 411
internal_count=3121 2899 222 2878 44 2834 2814 2770 41 44 2729 2707 271 246 221 199 155 129 102 2436 2415 2374 41 2345 70 2275 49 2255 2231 411
is_linear=0
shrinkage=0.1


Tree=7876
num_leaves=31
num_cat=0
split_feature=132 394 15 1186 1 1 484 40 43 1 45 0 13 376 3 3 47 0 47 10 16 159 3 2 52 1 52 457 48 52
split_gain=1.26688e-09 7.82344e-09 3.90025e-09 2.65466e-09 1.30218e-09 7.43141e-09 4.6618e-09 1.18618e-08 5.68406e-09 3.51985e-09 3.19311e-09 2.75607e-09 3.03444e-09 2.41921e-09 3.16683e-09 8.91499e-09 6.16872e-09 5.20547e-08 1.06001e-08 5.27866e-09 4.96379e-09 1.10199e-08 9.05953e-09 1.78886e-08 1.53034e-08 1.49216e-08 6.71743e-09 4.15358e-09 4.4332e-09 1.06666e-08
threshold=-0.083174999999999985 0.11233000000000001 0.092400000000000024 0.049580000000000006 0.13534000000000004 0.13756000000000004 0.090535000000000018 -0.07632499999999999 -0.063379999999999978 0.13332000000000002 0.094030000000000016 -0.09595999999999999 -0.13710499999999998 0.091135000000000008 -0.042499999999999989 -0.053259999999999995 0.092165000000000011 -0.10224499999999999 0.082095000000000015 -0.0093599999999999985 -0.0060749999999999997 0.10545500000000001 -0.014944999999999998 0.09580000000000001 -0.23375999999999997 0.088340000000000016 -0.089199999999999988 -0.052389999999999992 0.087745000000000004 -0.080114999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 9 -6 7 -7 -9 10 13 -10 -13 14 15 19 18 -18 20 -2 26 22 -22 25 -25 -24 -16 -28 -29 -30
right_child=1 -3 -4 -5 5 6 -8 8 11 -11 -12 12 -14 -15 16 -17 17 -19 -20 -21 21 -23 23 24 -26 -27 27 28 29 -31
leaf_value=4.5885117023141739e-08 1.570736561634909e-06 1.9886049323503129e-06 -1.4068439056700301e-06 -1.1436352029444866e-06 -1.5642000237546328e-06 2.1326444817353669e-06 -1.0976964749228761e-06 -1.7123915148431481e-06 -6.2953999190540345e-07 1.2023172964745754e-06 -1.1895639276686285e-06 -1.2990628073856152e-07 1.550646716385104e-06 -1.0009643048029514e-06 -1.463791663119147e-06 -1.9863793785707851e-06 -3.0463409613078416e-06 2.7605227962532393e-06 2.6109265808749174e-06 -2.2948477590874846e-08 2.840560081613544e-06 -1.0848125903469471e-06 8.5581177253768461e-07 3.0830356941756644e-07 3.2043382494369632e-06 -2.3362942270237172e-06 1.5499133314733628e-06 3.1438017113831961e-07 -2.5745573270796742e-06 1.5028968042699098e-07
leaf_weight=176 21 20 25 21 35 28 28 20 25 25 22 22 21 23 28 23 38 26 20 2016 23 30 32 37 36 27 20 182 20 51
leaf_count=176 21 20 25 21 35 28 28 20 25 25 22 22 21 23 28 23 38 26 20 2016 23 30 32 37 36 27 20 182 20 51
internal_value=0 1.76319e-08 -2.30233e-07 -8.09165e-08 3.93986e-09 -2.57258e-07 6.04018e-08 3.39943e-07 -2.30462e-07 2.12563e-08 1.02183e-08 2.05399e-07 6.90829e-07 2.01675e-08 2.90976e-08 -2.8624e-08 2.37705e-07 -6.87303e-07 3.54702e-07 -6.51873e-09 2.61854e-07 6.69502e-07 1.00905e-06 6.8992e-07 1.73649e-06 -6.04982e-07 1.13054e-08 1.62597e-07 5.29281e-08 -6.17273e-07
internal_weight=0 2899 222 197 2879 179 144 116 88 2700 2675 68 43 2653 2630 2060 570 64 506 2037 486 185 155 132 73 59 301 273 253 71
internal_count=3121 2899 222 197 2879 179 144 116 88 2700 2675 68 43 2653 2630 2060 570 64 506 2037 486 185 155 132 73 59 301 273 253 71
is_linear=0
shrinkage=0.1


Tree=7877
num_leaves=31
num_cat=0
split_feature=12 130 147 142 11 147 447 9 9 34 104 2 132 132 48 16 131 16 1213 12 12 132 12 2 2 2 1455 16 2 49
split_gain=1.35116e-09 2.38193e-09 1.25975e-09 3.67689e-09 3.05083e-09 1.60844e-09 2.9711e-09 1.50137e-09 3.70672e-09 2.79679e-09 6.47178e-09 3.00778e-09 1.51437e-09 5.86665e-09 5.05022e-09 6.69042e-09 9.07991e-09 6.46116e-09 6.91325e-09 6.40604e-09 4.99675e-09 3.26423e-09 2.04085e-09 2.05206e-09 1.66605e-08 1.18683e-08 6.82005e-09 8.30529e-09 4.41414e-09 5.34992e-09
threshold=0.23631000000000002 -0.22461999999999996 0.11204500000000002 -0.057499999999999989 -0.014494999999999999 0.095485000000000014 0.09227500000000001 0.092410000000000006 0.088235000000000022 -0.097449999999999981 0.083745000000000014 -0.080614999999999978 0.087955000000000019 0.089825000000000002 0.083685000000000009 -0.040964999999999994 0.094540000000000013 -0.077074999999999991 -0.041999999999999989 0.086655000000000024 0.094435000000000005 0.084605000000000014 -0.14757499999999998 0.11510000000000002 0.11682500000000001 0.11411 0.10861000000000001 0.63636000000000015 0.11747 0.15021500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 9 -6 11 -11 21 -14 15 17 -17 18 -15 -20 -16 22 -13 25 -25 26 27 -24 -26 -30
right_child=-2 2 -4 4 5 -7 -8 -9 -10 10 -12 12 13 14 20 16 -18 -19 19 -21 -22 -23 23 24 28 -27 -28 -29 29 -31
leaf_value=9.4082181266020171e-07 -7.6362973192337216e-07 1.3540745345608231e-06 -7.9360859299271176e-07 -1.1796014013172723e-06 1.1545560331190549e-06 6.8619987659116416e-07 -1.1907726556750104e-06 6.1925133813462871e-07 -1.2698175506487964e-06 1.1009236286554369e-06 -1.7962774549573624e-06 -8.7086523701775423e-07 -1.8379220147748821e-06 -1.9918597547530227e-06 1.462324961250618e-06 -2.9457480606998575e-06 -6.9716763994659675e-08 1.5946369612287354e-06 1.1526294128927363e-06 -7.9193820346922118e-07 -2.9643117594938914e-07 1.1822774018455108e-06 1.4291312767621326e-08 2.3844987541713528e-06 -1.231924325286225e-06 -2.1381590928425657e-06 -1.2996384078598148e-06 1.9247616766348153e-06 2.9348821768805244e-07 -1.1951673522398104e-06
leaf_weight=27 23 20 20 22 21 34 21 39 23 25 20 26 21 20 35 21 23 21 32 36 30 24 2135 33 26 26 39 23 228 27
leaf_count=27 23 20 20 22 21 34 21 39 23 25 20 26 21 20 35 21 23 21 32 36 30 24 2135 33 26 26 39 23 228 27
internal_value=0 5.66989e-09 -2.5519e-09 2.63366e-09 -6.2838e-09 2.29479e-09 -5.52126e-09 2.90469e-09 -5.34145e-09 4.71489e-09 -3.69565e-09 8.87946e-09 -7.81229e-10 -2.41622e-07 -8.78496e-08 -4.01566e-07 -1.44237e-06 1.85738e-08 -3.57532e-07 1.23152e-07 6.50591e-07 2.14688e-08 1.0599e-08 1.96325e-08 2.58931e-07 -1.41685e-08 1.09675e-08 3.46531e-08 9.30876e-09 1.35866e-07
internal_weight=0 3098 3071 3051 3031 3009 2975 2954 2915 2892 2871 2851 2826 239 218 153 44 109 88 68 65 2587 2563 2537 314 2223 2197 2158 281 255
internal_count=3121 3098 3071 3051 3031 3009 2975 2954 2915 2892 2871 2851 2826 239 218 153 44 109 88 68 65 2587 2563 2537 314 2223 2197 2158 281 255
is_linear=0
shrinkage=0.1


Tree=7878
num_leaves=31
num_cat=0
split_feature=130 10 0 40 10 4 10 9 3 2 97 4 45 43 43 1210 1 4 2 2 13 3 3 3 403 132 399 399 15 42
split_gain=1.51547e-09 2.9497e-09 4.76538e-09 3.57631e-09 2.57156e-09 3.429e-08 5.63346e-09 1.52443e-09 5.38336e-09 1.81303e-09 1.85253e-09 4.35976e-09 1.47518e-09 1.5964e-09 7.71626e-09 6.19641e-09 5.43864e-09 1.28739e-08 3.51787e-09 4.26273e-09 5.1859e-09 4.51576e-09 4.12767e-09 3.49219e-09 4.32874e-09 3.14506e-09 3.7251e-08 2.09831e-08 7.75533e-09 2.51621e-09
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 -0.013164999999999998 0.053180000000000012 -0.0091199999999999979 0.08925000000000001 -0.014944999999999998 -0.045829999999999989 -0.079444999999999988 0.59999500000000017 0.094030000000000016 0.062770000000000006 0.055925000000000009 0.258635 0.090275000000000008 -0.062539999999999984 0.090675000000000019 0.094095000000000012 -0.051094999999999995 -0.0025099999999999996 -0.080104999999999996 -0.087429999999999994 1.0000000180025095e-35 -0.083284999999999984 0.09141500000000001 0.091580000000000009 0.084905000000000022 -0.074124999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -6 9 -9 -8 -11 12 13 14 15 25 18 -18 22 -20 21 -21 23 -15 -25 26 28 -27 -12 -22
right_child=1 3 -4 4 6 -7 7 8 -10 10 11 -13 -14 16 -16 -17 17 -19 19 20 29 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-8.6767560901535047e-07 -2.0393503226452076e-07 -1.3061894822472132e-06 1.9528956215708605e-06 -1.7640852392257026e-06 -1.5046751918674774e-06 2.978412274776401e-06 -6.6652093842205389e-07 1.5227660141520642e-06 -6.5948021642725508e-07 -9.3258425110997496e-07 1.7749273892617467e-07 1.1895361458227268e-06 -6.389119600195652e-07 9.3662026096529693e-07 1.4868548194928938e-06 -1.740941541186203e-06 -3.1158604559777813e-06 -1.8625445003787416e-07 -1.1728536087036611e-06 1.8615686604275453e-06 5.0099220914034961e-07 -1.4242469913741926e-07 1.6367400822521933e-06 -1.436002077587711e-06 5.7121419802440098e-07 3.4438217734975061e-08 4.4553689798476623e-06 -2.7700371973609168e-06 -2.0484445998647514e-06 -7.9975047477656242e-07
leaf_weight=20 21 21 20 30 25 31 41 26 20 21 72 31 36 31 36 20 20 60 39 23 20 22 24 22 21 2243 20 27 20 58
leaf_count=20 21 21 20 30 25 31 41 26 20 21 72 31 36 31 36 20 20 60 39 23 20 22 24 22 21 2243 20 27 20 58
internal_value=0 5.60647e-09 8.48177e-07 -5.68288e-09 3.30384e-09 6.46036e-07 -9.8616e-09 2.79344e-09 5.73963e-07 -6.24468e-09 3.201e-09 1.01084e-08 -2.8846e-09 5.35765e-09 3.36669e-08 1.18872e-08 -1.97636e-07 -9.18656e-07 2.42162e-08 -2.61878e-07 2.69679e-08 8.81839e-07 4.97147e-07 1.2755e-07 -4.55734e-07 2.66045e-08 5.4391e-07 1.08102e-09 -3.06407e-07 -4.66227e-07
internal_weight=0 3101 41 3060 3039 61 2978 2953 46 2907 2866 2845 2814 2778 2438 2402 340 80 260 162 123 45 98 74 43 2382 112 2270 92 78
internal_count=3121 3101 41 3060 3039 61 2978 2953 46 2907 2866 2845 2814 2778 2438 2402 340 80 260 162 123 45 98 74 43 2382 112 2270 92 78
is_linear=0
shrinkage=0.1


Tree=7879
num_leaves=31
num_cat=0
split_feature=132 132 1203 130 12 1372 1366 44 1455 158 158 158 1446 479 50 12 1210 1210 156 3 52 52 3 52 130 4 52 1210 3 13
split_gain=1.33892e-09 8.58463e-09 2.99322e-09 1.23269e-09 3.23894e-09 1.12713e-09 1.64902e-09 1.70886e-09 5.91439e-09 4.51217e-09 1.69405e-09 1.811e-09 3.81036e-09 3.9712e-09 1.86903e-09 1.9899e-09 8.7727e-09 7.94907e-09 5.59078e-09 6.42562e-09 2.10242e-08 3.47064e-08 1.02858e-08 6.99154e-09 5.62801e-09 5.73973e-09 7.72032e-09 5.36225e-09 1.32293e-08 4.26707e-09
threshold=-0.083174999999999985 -0.050879999999999988 0.088820000000000024 -0.23647499999999996 0.23631000000000002 -0.097369999999999984 -0.087024999999999977 0.099360000000000018 0.11192500000000001 -0.46413499999999996 -0.46413499999999996 -1.0000000180025095e-35 -0.09143999999999998 0.11253500000000001 0.13060500000000003 0.093765000000000015 -0.064799999999999983 -0.00092999999999999995 -0.065739999999999979 -0.072624999999999981 1.0000000180025095e-35 0.11434500000000002 -0.074939999999999993 -0.28430999999999995 0.084355000000000027 -0.50052499999999989 -0.53299999999999992 -0.13847499999999999 -0.082879999999999995 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -7 8 10 -10 -8 -12 -13 14 15 27 -17 -18 -19 22 23 -22 24 -21 25 -20 -27 28 -14 -26
right_child=1 3 -4 4 -6 6 7 -9 9 -11 11 12 13 -15 -16 16 17 18 19 20 21 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-9.7198700687681373e-08 1.7929067469055925e-06 -7.8090806312047798e-07 -1.2032269060975004e-06 -7.3237416862476882e-07 1.2155900197864288e-06 8.6534838394734173e-07 -6.6771480719697329e-07 -7.3038843133588222e-07 2.2716630166996766e-06 1.7291550686119689e-07 6.9089943569968065e-07 -1.3241525116634216e-06 -4.973780311274823e-07 1.3670408650666235e-06 5.3797018731908497e-07 -1.9852755704400459e-06 1.5677056098781948e-06 1.2670799446823367e-06 1.1575262667726996e-06 -1.360407518404827e-06 -5.5715193065268633e-06 -4.8432314751304758e-09 1.562201816065161e-06 8.7916151183820974e-07 1.6724331781006188e-06 -1.9816457742294346e-06 -3.3083887838019357e-07 -4.7008765793966107e-09 2.8649244737524978e-06 -1.9432200417668355e-07
leaf_weight=194 27 20 28 21 22 22 39 32 20 21 37 22 25 21 60 26 27 25 22 20 21 24 35 46 25 32 247 1914 22 24
leaf_count=194 27 20 28 21 22 22 39 32 20 21 37 22 25 21 60 26 27 25 22 20 21 24 35 46 25 32 247 1914 22 24
internal_value=0 1.81164e-08 -2.36698e-07 1.43144e-09 6.91769e-09 -2.47834e-09 2.97833e-09 -3.82904e-09 4.61013e-09 1.19669e-06 -1.33985e-08 -3.85895e-09 -1.36035e-08 -2.58204e-09 -1.36657e-08 -2.67222e-08 -1.90483e-07 -1.05328e-07 -1.92031e-07 -2.65575e-07 -9.359e-07 -2.60263e-06 -7.2312e-08 2.00504e-07 -2.35763e-07 -3.97556e-07 -5.20179e-07 2.12118e-08 1.07647e-06 7.58104e-07
internal_weight=0 2899 222 2872 2852 2830 2809 2787 2755 41 2714 2675 2638 2616 2595 2535 574 548 521 496 111 45 385 66 350 301 279 1961 47 49
internal_count=3121 2899 222 2872 2852 2830 2809 2787 2755 41 2714 2675 2638 2616 2595 2535 574 548 521 496 111 45 385 66 350 301 279 1961 47 49
is_linear=0
shrinkage=0.1


Tree=7880
num_leaves=31
num_cat=0
split_feature=45 0 1428 473 1 1 484 40 15 2 2 12 49 147 448 150 456 52 52 131 131 481 13 1456 43 3 3 52 3 3
split_gain=1.22263e-09 1.09861e-08 1.83153e-09 2.28541e-09 1.49389e-09 7.27742e-09 4.05166e-09 1.01268e-08 4.78859e-09 2.52755e-09 2.07507e-09 2.19136e-09 1.926e-09 1.86858e-09 4.4678e-09 2.17513e-09 5.68643e-09 2.08807e-09 5.7468e-09 4.06302e-09 9.6191e-09 1.26829e-08 8.79749e-09 6.33045e-09 6.08769e-09 4.74643e-09 1.81105e-08 1.24695e-08 9.4878e-09 7.57471e-09
threshold=0.084355000000000013 -0.14723999999999998 -0.071779999999999997 -0.072684999999999986 0.13534000000000004 0.13756000000000004 0.090535000000000018 -0.07632499999999999 -0.43375999999999998 0.14838000000000004 0.15950500000000004 -0.029094999999999999 0.11428500000000001 0.097985000000000017 1.0000000180025095e-35 0.11989500000000002 -0.085409999999999986 0.091275000000000009 0.090245000000000006 0.090855000000000005 0.088315000000000018 -0.081539999999999987 -0.077944999999999987 -0.14418499999999998 -0.06984499999999999 -0.072624999999999981 -0.074479999999999977 0.10160000000000001 -0.067429999999999976 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 9 -6 7 -7 -9 13 11 -10 -11 14 15 17 -17 18 -5 20 21 -19 -21 -23 -24 26 29 -27 -29 -25
right_child=1 -3 3 4 5 6 -8 8 10 12 -12 -13 -14 -15 -16 16 -18 19 -20 22 -22 23 24 25 -26 27 -28 28 -30 -31
leaf_value=-7.3786631777666659e-07 2.2324285361091391e-06 -7.7086846723542028e-07 1.0656295421540563e-06 3.7123483748032464e-08 -1.6803141545184893e-06 1.9265656882388222e-06 -1.0689508172845309e-06 -1.5751614049414847e-06 4.9228670484069426e-07 1.2224735428389977e-06 9.0033027966285317e-07 -9.5400100535285173e-07 -9.3749902548138807e-09 -7.5036755230361121e-07 1.3945282262284309e-06 7.6525881063105319e-07 -1.3086923865138e-06 1.5945221183468868e-06 1.4796188415695206e-06 1.9819503707091605e-06 -2.3995848175673017e-06 -1.8203761538433566e-06 8.9971243379177012e-07 -9.2594716374068164e-09 -1.3545931642511278e-06 -3.0005647357711496e-06 2.7736225433727671e-06 -2.0779449566816765e-06 8.3910786835767125e-08 -1.5599596300338209e-06
leaf_weight=34 21 29 20 2026 31 28 28 21 20 30 24 22 22 33 23 20 39 38 28 27 20 26 23 252 25 20 22 25 108 36
leaf_count=34 21 29 20 2026 31 28 28 21 20 30 24 22 22 33 23 20 39 38 28 27 20 26 23 252 25 20 22 25 108 36
internal_value=0 4.90516e-07 -7.98915e-09 1.82009e-10 -6.88095e-09 -2.91318e-07 9.79347e-09 2.72444e-07 -2.59917e-07 1.05274e-08 1.5857e-07 -2.65293e-07 7.01307e-07 -2.34271e-09 6.60755e-09 -5.06418e-09 -6.05658e-07 8.17761e-09 5.67875e-08 -1.52344e-07 -2.46982e-07 -1.6529e-07 5.37883e-07 -3.02044e-07 -2.74405e-07 -2.16781e-07 8.15407e-09 -6.72533e-07 -3.22453e-07 -2.03097e-07
internal_weight=0 50 3071 3037 3017 174 143 115 87 2843 66 42 52 2791 2758 2735 59 2676 2054 622 547 527 75 489 48 463 310 153 133 288
internal_count=3121 50 3071 3037 3017 174 143 115 87 2843 66 42 52 2791 2758 2735 59 2676 2054 622 547 527 75 489 48 463 310 153 133 288
is_linear=0
shrinkage=0.1


Tree=7881
num_leaves=31
num_cat=0
split_feature=12 130 132 1203 1185 50 132 130 130 129 12 52 12 39 33 47 9 3 47 47 41 12 148 16 15 151 15 124 49 12
split_gain=1.30997e-09 2.42002e-09 1.21125e-09 3.67316e-08 1.92787e-08 5.95444e-09 1.48286e-09 1.69521e-09 1.41049e-09 1.37009e-09 1.29904e-09 1.73905e-09 3.70679e-09 1.27442e-09 6.34688e-09 2.50286e-09 1.68963e-08 2.94039e-08 1.21112e-08 3.35934e-09 2.82141e-09 6.69968e-09 2.12354e-09 3.48923e-09 3.59096e-09 6.33686e-09 5.4432e-09 2.17191e-09 3.0086e-09 2.5494e-09
threshold=0.23631000000000002 -0.22461999999999996 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.050879999999999988 -0.089704999999999993 -0.082549999999999985 -0.08133 0.11527000000000001 0.090645000000000017 0.091545000000000015 -1.0000000180025095e-35 -0.012019999999999998 0.094160000000000008 0.088235000000000022 -0.13309499999999996 0.096850000000000006 0.091210000000000013 0.086565000000000017 0.08486500000000001 -0.10069499999999999 -0.50992999999999988 -0.049819999999999996 -0.077959999999999988 0.094425000000000023 -0.086844999999999992 0.15665000000000004 -0.010834999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 10 -6 -8 -9 -10 11 12 -3 -11 -15 16 19 -18 -17 20 22 -22 -16 24 -24 -26 -27 -25 29 -29
right_child=-2 2 4 -5 6 -7 7 8 9 13 -12 -13 -14 14 15 18 17 -19 -20 -21 21 -23 23 27 25 26 -28 28 -30 -31
leaf_value=9.4817889783337674e-07 -7.5190443626722656e-07 -1.9046129383832056e-08 -2.9689181667952823e-06 4.2006112027912599e-06 7.5453701067719812e-07 -1.8338398524520018e-06 -7.9270725513601465e-07 8.402691966580278e-07 6.9339172732441061e-07 5.6536673964190324e-07 7.2463329247728419e-07 4.9734328734353368e-07 -1.4070805595641408e-06 -1.6037496970966458e-06 8.9026745217779535e-07 2.4274565224876217e-06 8.2434099741000137e-07 -4.2514287333688121e-06 7.8891182420534719e-08 1.2915330057694519e-06 1.8863676332330214e-06 -4.5273668665875749e-07 -1.6829347602609348e-06 5.4210691368562833e-07 8.7745438342043876e-07 -2.0469349664153924e-06 1.5760576735331035e-07 -4.1663681951961115e-07 1.1091872732757348e-06 -7.8805801315846126e-09
leaf_weight=27 23 97 22 21 26 20 27 20 28 38 21 36 24 25 25 24 21 25 258 20 25 24 24 69 29 24 21 166 23 1888
leaf_count=27 23 97 22 21 26 20 27 20 28 38 21 36 24 25 25 24 21 25 258 20 25 24 24 69 29 24 21 166 23 1888
internal_value=0 5.5794e-09 -2.70787e-09 2.23928e-07 -2.01109e-08 -1.97841e-07 2.81274e-09 -4.1576e-09 3.50925e-09 -2.56083e-09 -1.40211e-08 -1.12822e-07 -2.94359e-07 -9.70142e-09 -1.7822e-08 -2.95025e-09 -3.62744e-08 -1.93423e-06 2.78769e-07 1.06772e-09 -1.00666e-08 7.40684e-07 -2.62794e-08 -3.64904e-08 -6.2001e-07 -2.75278e-07 -1.01815e-06 -9.84323e-09 -2.81796e-08 -4.09154e-08
internal_weight=0 3098 3071 219 2852 198 2830 2804 2777 2757 178 157 121 2729 2691 2666 2384 46 282 2338 2318 49 2269 2244 98 74 45 2146 2077 2054
internal_count=3121 3098 3071 219 2852 198 2830 2804 2777 2757 178 157 121 2729 2691 2666 2384 46 282 2338 2318 49 2269 2244 98 74 45 2146 2077 2054
is_linear=0
shrinkage=0.1


Tree=7882
num_leaves=31
num_cat=0
split_feature=2 1210 2 2 1210 132 0 400 480 481 481 1447 0 47 33 16 160 2 12 160 160 1 403 133 130 3 13 13 13 1
split_gain=1.33356e-09 1.58805e-08 1.50576e-08 8.26041e-09 2.83329e-08 8.04221e-09 4.84136e-08 2.54072e-08 7.65147e-09 4.76436e-08 1.23471e-08 9.30709e-09 6.54618e-09 3.73053e-08 2.10769e-08 1.53055e-08 6.63686e-09 6.15759e-09 5.87091e-09 5.13567e-09 1.91817e-08 4.4048e-09 1.5072e-08 1.25638e-08 8.66503e-09 5.40045e-09 6.48754e-09 7.68783e-09 6.31995e-09 8.24548e-09
threshold=0.084855000000000014 -0.14175499999999996 0.084985000000000019 0.084715000000000013 -0.08126499999999999 -0.083284999999999984 -0.082284999999999983 -0.081749999999999975 0.086995000000000017 -0.086219999999999977 -0.086219999999999977 -0.085684999999999997 -0.10224499999999999 0.092710000000000015 -0.0066799999999999993 -0.059624999999999991 -0.43215499999999996 0.084245000000000014 0.087995000000000004 -0.55248999999999981 -0.54200499999999985 0.085605000000000014 0.087260000000000018 -0.019454999999999997 -0.0024349999999999992 -0.083784999999999984 -0.077799999999999994 -0.074044999999999986 -0.085669999999999982 0.094220000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 6 18 -7 10 -10 -9 -12 13 15 -14 -13 -16 21 -6 -4 -21 22 23 -18 -23 -26 28 -28 -27 -30
right_child=2 3 19 -5 5 7 -8 8 9 -11 11 12 14 -15 16 -17 17 -19 -20 20 -22 24 -24 -25 25 26 27 -29 29 -31
leaf_value=2.6914084218254215e-06 -2.5361722180150537e-06 -3.4803303571567564e-06 -1.4414913096061355e-06 1.8287861430508201e-06 3.1321266236419537e-07 -3.3693989347615237e-06 5.2817150537975985e-06 2.1456993943047563e-06 -4.8711489896612917e-06 9.8614141002255526e-07 -1.9985264338001366e-06 -4.9448941704336124e-07 2.7069968168827032e-06 -3.6849392963793957e-06 1.6185930787417291e-06 2.8362242909968869e-06 -3.5729126875594378e-06 1.3501941452886968e-06 -1.823669099394465e-06 3.0822430375110345e-06 -2.9922541172855283e-08 1.5755957774230309e-06 1.4426462206174052e-06 -5.3914963094553588e-07 -7.1020446580526352e-07 2.4528729124835031e-08 -1.8150786255469818e-06 2.257173050241455e-08 3.6348985253830005e-07 2.6082406763331771e-06
leaf_weight=23 24 23 25 25 36 22 20 30 21 41 21 37 33 28 28 22 20 34 20 20 2025 36 24 43 94 71 26 183 36 30
leaf_count=23 24 23 25 25 36 22 20 30 21 41 21 37 33 28 28 22 20 34 20 20 2025 36 24 43 94 71 26 183 36 30
internal_value=0 9.33413e-08 -4.57754e-08 3.38238e-08 -1.20128e-08 7.143e-08 1.05838e-06 -1.38063e-08 7.22346e-08 -9.9778e-07 1.55577e-07 7.76352e-08 1.36158e-07 -6.79051e-07 2.43944e-07 7.47472e-07 1.13895e-07 4.33227e-08 -4.49959e-07 -1.69012e-08 5.14286e-10 -3.56003e-08 -6.89864e-07 -1.50225e-06 8.39815e-08 -3.80596e-08 1.44546e-07 -2.06035e-07 6.79375e-07 1.38383e-06
internal_weight=0 1027 2094 1004 979 956 76 880 858 62 796 766 745 87 658 59 625 597 56 2070 2045 563 87 63 476 440 346 209 137 66
internal_count=3121 1027 2094 1004 979 956 76 880 858 62 796 766 745 87 658 59 625 597 56 2070 2045 563 87 63 476 440 346 209 137 66
is_linear=0
shrinkage=0.1


Tree=7883
num_leaves=31
num_cat=0
split_feature=132 399 1203 130 12 52 43 9 12 33 9 34 11 97 4 16 4 471 157 52 481 481 481 403 1210 0 1210 483 481 4
split_gain=1.61761e-09 7.46445e-09 7.34071e-09 1.74466e-09 2.48664e-09 2.17324e-09 1.57666e-09 1.56111e-09 3.7525e-09 3.42723e-09 3.34618e-09 1.82524e-09 4.38532e-09 1.56792e-09 2.14157e-09 6.44362e-09 2.12599e-09 6.30711e-09 5.43415e-09 3.06124e-09 1.77943e-09 3.57319e-09 2.73333e-09 5.41826e-09 2.67024e-09 1.00031e-08 3.06804e-09 2.61059e-09 2.9055e-09 8.61651e-09
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 -0.22699999999999995 0.13043000000000002 0.10160000000000001 -0.15582499999999996 0.092410000000000006 -0.010834999999999999 -0.009184999999999997 0.085555000000000006 -0.08786999999999999 -1.0000000180025095e-35 -0.086244999999999988 -0.50940999999999981 0.22339500000000004 -0.50052499999999989 -0.085064999999999988 -0.00078499999999999989 -0.55692499999999978 -0.15265499999999996 -0.088384999999999977 -0.086354999999999987 -0.55049499999999985 -0.21410999999999997 -0.07847999999999998 -0.089089999999999989 -0.47181499999999993 -0.079279999999999975 -0.081609999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 7 6 -6 9 -9 -5 11 -11 -13 -14 15 -15 18 -18 -16 -19 -21 -22 -23 -24 25 -25 -26 -28 29 -29
right_child=1 -3 -4 4 5 -7 -8 8 -10 10 -12 12 13 14 16 -17 17 19 -20 20 21 22 23 24 26 -27 27 28 -30 -31
leaf_value=-7.7799508002347377e-08 -8.4785850636611348e-07 1.4119776859675577e-06 -2.0889878409491302e-06 -1.136210378010421e-06 8.7839685875223955e-07 1.4907947894471364e-06 -3.3561767771101113e-07 1.5482752021831576e-06 -3.205706553382532e-07 9.3797181079935407e-07 1.253447736698512e-06 -1.4961165251747845e-06 8.3092460763303046e-07 -1.4852575773332049e-06 1.5420230696385074e-06 3.5695023009397218e-07 -1.7831035886217707e-06 9.2846723126578064e-07 -5.1625837070036062e-07 -6.8348861456494587e-07 1.0308439669009233e-06 -1.036623109703564e-06 1.2666836351909849e-06 7.7692684271823967e-07 9.1966433176691809e-07 -2.3479575052728515e-06 1.0134481253013897e-06 -2.0676050814506232e-06 -1.4586026602788478e-08 2.2212243297168416e-07
leaf_weight=196 24 38 20 27 20 20 23 21 22 20 21 20 22 37 29 39 20 35 23 39 33 26 33 20 35 21 24 27 2144 42
leaf_count=196 24 38 20 27 20 20 23 21 22 20 21 20 22 37 29 39 20 35 23 39 33 26 33 20 35 21 24 27 2144 42
internal_value=0 1.96296e-08 -2.64021e-07 1.17506e-09 8.34242e-09 6.29597e-07 2.2904e-07 -5.73637e-09 5.92122e-07 -1.51291e-08 -3.95965e-09 -1.37795e-08 -2.09114e-08 -9.77356e-09 -1.68141e-08 -5.39914e-07 -1.22973e-09 -1.43985e-08 6.31629e-07 -1.2896e-10 -1.34272e-08 -2.56133e-09 -1.69384e-08 -5.63753e-09 -2.379e-08 -8.23624e-07 -9.35635e-09 -2.38918e-08 -3.51417e-08 -6.73858e-07
internal_weight=0 2905 216 2867 2843 63 43 2780 43 2737 2710 2689 2669 2649 2627 76 2551 2499 52 2479 2444 2405 2372 2346 2313 41 2272 2237 2213 69
internal_count=3121 2905 216 2867 2843 63 43 2780 43 2737 2710 2689 2669 2649 2627 76 2551 2499 52 2479 2444 2405 2372 2346 2313 41 2272 2237 2213 69
is_linear=0
shrinkage=0.1


Tree=7884
num_leaves=31
num_cat=0
split_feature=1212 13 3 12 1212 481 15 42 1 394 42 1212 133 1213 1213 1213 1210 1213 401 1210 1208 1210 13 1210 133 1212 1213 1211 1186 403
split_gain=1.50215e-09 7.64343e-09 1.52571e-08 1.10253e-08 6.49853e-09 3.86233e-09 5.72799e-09 5.62243e-09 3.571e-09 4.56919e-09 5.25595e-09 2.05083e-09 5.0804e-09 2.1755e-09 2.16337e-08 1.9205e-08 1.4389e-08 3.00513e-09 5.1496e-09 3.50873e-09 3.36648e-09 3.16675e-09 2.99416e-09 2.33121e-09 8.30784e-09 3.23694e-09 3.06304e-09 3.43464e-09 2.99253e-09 4.10177e-09
threshold=0.08759500000000002 -0.085584999999999981 -0.082234999999999989 0.084595000000000017 0.086920000000000011 -0.073474999999999985 0.098485000000000017 0.09858500000000002 0.078340000000000007 -0.078674999999999981 -0.082179999999999989 0.058525000000000008 -0.012164999999999999 -0.090764999999999985 -0.085284999999999986 -0.067764999999999978 -0.079504999999999978 -0.051744999999999992 -1.0000000180025095e-35 0.0028200000000000005 0.106285 -0.13847499999999999 -0.051094999999999995 -0.018549999999999994 0.26753000000000005 -0.088189999999999991 -0.0043299999999999996 0.089850000000000013 -0.095479999999999982 -0.52445499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 11 -5 7 8 9 -7 -11 13 -13 16 -15 -16 -1 -17 -19 20 21 -20 -21 24 -23 -25 -27 28 -28 -30
right_child=1 3 -4 5 -6 6 -8 -9 -10 10 -12 12 -14 14 15 17 -18 18 19 22 -22 23 -24 25 -26 26 27 -29 29 -31
leaf_value=-2.8844853545706428e-06 3.1731138598445343e-06 -2.3025953095157092e-06 -1.6147625387930019e-08 1.4460552544430053e-06 -1.4852875650224935e-06 -9.8796078759733066e-07 -1.3252709821800739e-06 1.7329357712531587e-06 -9.2895804085958752e-07 1.5904926213499278e-06 -2.4206340420842654e-07 -1.6910936713457254e-07 1.8205525216379622e-06 2.6722871924296976e-06 -2.9705795402502524e-06 1.1103311877036503e-06 2.7428186376101037e-08 -1.3876257745087735e-06 1.1386586815357684e-06 1.6741916367565232e-06 -1.3070707369422508e-06 6.1257610623628853e-07 2.2646740728218687e-08 1.2642969048215492e-06 -2.1681448927102751e-06 -1.0722801949601422e-06 -1.2008951285581912e-06 1.272085988343211e-06 1.2722131443752006e-06 -1.5664107905237787e-08
leaf_weight=20 24 20 40 21 30 20 27 22 31 34 29 33 21 30 22 24 112 27 24 23 20 22 21 20 21 27 21 21 25 2289
leaf_count=20 24 20 40 21 30 20 27 22 31 34 29 33 21 30 22 24 112 27 24 23 20 22 21 20 21 27 21 21 25 2289
internal_value=0 2.26367e-07 1.17983e-06 -7.27573e-08 -2.12527e-08 1.69616e-07 5.16728e-09 2.69298e-07 -1.31579e-08 3.28888e-07 7.46935e-07 -5.69439e-09 6.04648e-07 -1.75971e-08 2.23417e-09 -2.84914e-08 -4.13771e-07 -3.45237e-09 -1.389e-08 7.47269e-10 -1.48949e-08 -4.43198e-09 8.85954e-07 -1.56479e-08 -7.4545e-07 -2.58861e-09 -1.32213e-08 -1.08438e-09 -1.25347e-08 -1.75014e-09
internal_weight=0 268 64 204 2853 184 163 136 114 83 63 2823 54 2769 2637 2607 132 2585 2561 2534 2490 2470 44 2446 43 2403 2383 2356 2335 2314
internal_count=3121 268 64 204 2853 184 163 136 114 83 63 2823 54 2769 2637 2607 132 2585 2561 2534 2490 2470 44 2446 43 2403 2383 2356 2335 2314
is_linear=0
shrinkage=0.1


Tree=7885
num_leaves=31
num_cat=0
split_feature=400 2 12 4 400 1185 156 1425 1426 16 43 16 1429 12 50 42 1456 0 1453 1455 15 1455 1456 13 1456 1456 1456 480 4 1446
split_gain=1.32549e-09 5.52934e-09 5.26928e-09 5.75298e-09 3.42536e-09 2.15594e-09 1.31931e-09 1.76338e-09 2.07633e-09 1.57358e-09 5.21713e-09 5.58129e-09 2.99349e-09 4.85887e-09 2.39947e-09 1.48308e-08 2.15399e-09 4.43836e-09 2.18556e-09 2.47036e-09 5.68594e-09 4.43813e-09 1.84861e-09 1.04629e-08 2.93192e-09 5.77912e-09 6.10048e-09 2.13553e-09 5.48399e-09 1.91951e-09
threshold=-0.082714999999999983 0.080205000000000012 0.087505000000000013 -0.078439999999999996 -0.081749999999999975 -0.014244999999999999 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 0.5136400000000001 -0.095049999999999982 0.63636000000000015 -0.0091699999999999993 0.096295000000000019 -0.099524999999999988 0.094365000000000018 0.10880000000000002 -0.075684999999999988 0.088260000000000019 -0.097209999999999977 0.088495000000000018 -0.089344999999999994 0.088395000000000015 -0.085744999999999988 0.085755000000000012 0.085105000000000014 0.081770000000000023 -0.080264999999999989 -0.020529999999999996 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6 7 8 9 14 -11 12 -12 -14 15 -7 18 -18 19 20 -16 -21 24 -24 25 26 27 28 -23 -29
right_child=4 2 3 -5 5 6 -8 -9 -10 10 11 -13 13 -15 16 -17 17 -19 -20 21 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=1.5863683638936319e-06 -1.2861875961653997e-06 -9.9616458892152564e-07 1.2846779869645477e-06 -6.1423204392688736e-07 9.8173584025832117e-07 -5.9173805766477017e-07 7.7790465573863406e-07 -8.5380963014358709e-07 8.7927814827428211e-07 -1.7227383349039806e-06 -1.4763785264387315e-06 1.1551063628140973e-06 6.7360093615726723e-07 -1.0607212814524777e-06 3.2159476450033255e-07 2.7521998693676626e-06 1.1800454150692655e-07 -1.8183968984430975e-06 9.8933241112966014e-07 1.3846030674852481e-06 -1.8570572241633666e-06 1.8068831784810094e-06 -9.6470059952480383e-07 1.7849031872819687e-06 -9.0710967743394294e-07 1.6826793353175163e-06 -1.6106027096896016e-06 -6.9215361514638955e-09 -3.7891665935300507e-07 -5.7987375195504385e-07
leaf_weight=27 21 36 39 27 22 36 21 25 26 23 22 28 35 30 25 21 29 20 22 23 23 22 25 31 37 20 24 2297 24 60
leaf_count=27 21 36 39 27 22 36 21 25 26 23 22 28 35 30 25 21 29 20 22 23 23 22 25 31 37 20 24 2297 24 60
internal_value=0 3.13862e-07 -2.29779e-08 5.07851e-07 -1.35235e-08 -4.52791e-09 -1.18856e-08 -1.75501e-08 -1.03484e-08 -1.83881e-08 -3.47869e-07 -7.28953e-08 -4.68114e-07 -1.26855e-07 -1.78775e-09 6.40239e-07 -1.54326e-08 -6.72363e-07 -3.20717e-09 -1.15702e-08 -7.22343e-07 1.74118e-09 -1.07808e-08 5.57401e-07 -2.35901e-08 -1.02307e-08 -2.41814e-08 -8.33698e-09 6.66466e-07 -2.15067e-08
internal_weight=0 129 102 66 2992 2971 2949 2928 2903 2877 138 115 87 65 2739 57 2682 49 2633 2611 48 2563 2540 56 2484 2447 2427 2403 46 2357
internal_count=3121 129 102 66 2992 2971 2949 2928 2903 2877 138 115 87 65 2739 57 2682 49 2633 2611 48 2563 2540 56 2484 2447 2427 2403 46 2357
is_linear=0
shrinkage=0.1


Tree=7886
num_leaves=31
num_cat=0
split_feature=1209 43 1209 42 1208 1208 1212 16 1212 43 1212 1212 1210 403 2 2 3 52 3 15 43 12 1 130 474 12 1 157 2 479
split_gain=1.25019e-09 9.63651e-09 1.72163e-09 6.27113e-09 1.40193e-09 1.89802e-09 1.73823e-09 1.0484e-08 1.37711e-08 1.25059e-08 5.38543e-09 3.50457e-09 2.81436e-09 2.30381e-09 1.92845e-09 1.85229e-08 1.21228e-08 8.29442e-09 2.50482e-08 9.28216e-09 1.20207e-08 1.56982e-08 1.36668e-08 7.94576e-09 7.49379e-09 6.55145e-09 6.25328e-09 6.05407e-09 5.52477e-09 5.34677e-09
threshold=-0.087199999999999986 -0.0047449999999999992 -0.065739999999999979 0.092145000000000019 0.11846000000000001 0.098655000000000007 -0.073259999999999978 -0.087989999999999985 -0.15673499999999999 -0.0024749999999999993 -0.009474999999999999 -0.41556999999999994 -0.13847499999999999 -0.53255499999999989 0.084515000000000021 0.084055000000000005 -0.085384999999999975 0.4099850000000001 -0.069009999999999974 0.091650000000000023 0.05259500000000001 0.090545000000000014 0.094090000000000021 0.0053350000000000003 0.088290000000000021 0.094375000000000014 0.090475000000000014 -0.082509999999999986 0.084715000000000013 0.093525000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 9 11 -4 -8 -9 -12 -14 15 17 -17 19 25 23 21 -21 -23 24 27 -19 -26 -15 -16 -30
right_child=2 -3 4 -5 -6 -7 10 8 -10 -11 12 -13 13 14 28 16 -18 18 -20 20 -22 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-6.269108284455301e-07 4.3334416568541203e-07 2.0395359261170678e-06 -7.5544663323617658e-07 -1.9423691810516175e-06 7.618433379263934e-07 -7.3759072620305239e-07 1.2179844283174454e-06 -9.8752591698923566e-07 -3.1492992310750598e-06 2.348452624801212e-06 1.0391361439150597e-06 6.4141853522414759e-07 -8.3668854529150853e-07 1.7537172326505559e-06 -1.4983892612008277e-06 6.1334850064061661e-07 3.9469041513484623e-06 -7.5033884381052002e-07 -3.7286274815444459e-06 -9.5461774466896497e-08 -7.3930403741785871e-07 4.6569643834779779e-06 1.0904334701644119e-06 -1.8877391022959441e-06 -2.3660723162389663e-06 1.492934418069047e-06 -1.8953131860722685e-07 9.3670081374843731e-08 -4.93186549047338e-09 -1.12026520481963e-06
leaf_weight=33 25 23 27 20 24 35 37 28 23 25 26 25 33 23 26 24 20 30 23 29 28 22 21 22 22 23 33 490 1857 44
leaf_count=33 25 23 27 20 24 35 37 28 23 25 26 25 33 23 26 24 20 30 23 29 28 22 21 22 22 23 33 490 1857 44
internal_value=0 4.68237e-07 -8.55136e-09 -6.22528e-07 5.97305e-10 -5.50079e-09 3.15275e-09 -3.57304e-07 -1.10591e-06 7.36813e-07 1.94388e-08 -2.19156e-07 3.57824e-09 -6.1418e-09 3.8721e-09 1.33341e-07 2.1286e-06 1.87308e-08 -9.72778e-07 1.2794e-07 1.01883e-06 1.70255e-06 2.91517e-06 -2.30586e-08 4.9165e-08 2.23157e-07 -1.06015e-06 1.68097e-07 -5.05492e-08 -3.07471e-08
internal_weight=0 56 3065 45 3020 2996 2961 128 76 52 2833 53 2796 2770 2737 810 44 766 76 690 100 72 43 590 568 53 55 513 1927 1901
internal_count=3121 56 3065 45 3020 2996 2961 128 76 52 2833 53 2796 2770 2737 810 44 766 76 690 100 72 43 590 568 53 55 513 1927 1901
is_linear=0
shrinkage=0.1


Tree=7887
num_leaves=31
num_cat=0
split_feature=120 121 4 33 9 3 9 10 34 51 2 49 44 158 16 52 3 4 12 16 401 16 157 2 1209 132 2 1211 3 1453
split_gain=1.24427e-09 3.30444e-09 2.26769e-09 1.76614e-09 2.34977e-09 8.61514e-09 3.60169e-09 2.17646e-09 2.43493e-09 2.27656e-09 1.39424e-09 3.33191e-09 2.58111e-09 4.38039e-09 2.21982e-09 3.08671e-09 1.79349e-09 5.15773e-09 2.01473e-08 1.89508e-08 1.38214e-08 9.05903e-09 6.95136e-09 1.13093e-08 5.14464e-09 4.55876e-09 3.72363e-08 3.19277e-08 4.29576e-09 3.59285e-09
threshold=1.0000000180025095e-35 -0.082399999999999987 0.63113500000000011 -0.044254999999999996 0.091600000000000015 -0.13309499999999996 0.085355000000000014 -0.092019999999999977 -0.086059999999999984 0.088785000000000017 0.14122000000000004 0.15021500000000002 0.099360000000000018 -0.47356499999999996 -0.15241499999999997 -1.0000000180025095e-35 -0.081734999999999988 -0.078629999999999992 0.093765000000000015 -0.092484999999999984 0.096755000000000022 -0.071359999999999993 -0.080799999999999983 0.097220000000000015 0.11743500000000001 -0.083284999999999984 0.083935000000000023 0.11048500000000001 -0.082039999999999988 -0.079219999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 9 -9 -5 12 14 13 -10 -12 -16 25 18 19 -18 21 -21 -23 -24 29 26 -15 28 -27 -19
right_child=1 -3 -4 4 5 -7 -8 8 10 -11 11 -13 -14 16 15 -17 17 24 -20 20 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=9.3634657787333715e-07 -1.4436320142186517e-06 2.4292736743912146e-07 9.2022222325475155e-07 -1.4217098871747362e-06 7.1364158290262742e-07 -2.0259966599193531e-06 1.2792491526686884e-06 1.0782010966587613e-06 1.2841669169679685e-06 5.2427450185632552e-08 -1.7156410268076035e-08 -7.3574329710688544e-07 -1.147834104813228e-06 4.5836002993837618e-06 3.5074970615564133e-07 1.9142206979169083e-06 -2.3823981082922037e-06 1.1647272995555605e-06 -3.5738301976095954e-06 -1.9089067318418529e-06 2.3273939877281708e-06 -1.3387635788050197e-06 -2.7541842178139499e-07 2.1053309708918277e-06 1.5333357645258295e-06 4.8997675987777661e-08 -1.7723942386406515e-07 -3.3944252169038477e-06 1.1432511920597913e-06 -7.171422655574888e-08
leaf_weight=20 21 26 27 22 22 24 22 21 26 20 31 22 20 20 28 23 34 24 20 25 26 23 53 32 21 1181 92 27 37 1131
leaf_count=20 21 26 27 22 22 24 22 21 26 20 31 22 20 20 28 23 34 24 20 25 26 23 53 32 21 1181 92 27 37 1131
internal_value=0 -5.10642e-07 7.80362e-09 -2.81477e-10 -6.46997e-09 -7.15735e-07 4.47474e-09 -5.00313e-09 5.2879e-09 -7.1974e-07 -2.4922e-09 3.57018e-07 -1.58837e-08 -7.71667e-09 6.50198e-07 1.05584e-06 -1.99486e-08 -9.98287e-08 -5.52614e-07 -2.39534e-07 2.18688e-07 -1.9354e-07 2.03536e-07 6.20864e-07 -1.78191e-08 6.18151e-08 6.72911e-07 6.84102e-09 8.22385e-08 -4.60219e-08
internal_weight=0 47 3074 3047 3027 46 2981 2959 2917 42 2896 104 2792 2772 82 51 2746 1389 213 193 159 133 108 85 1176 1357 112 1245 1218 1155
internal_count=3121 47 3074 3047 3027 46 2981 2959 2917 42 2896 104 2792 2772 82 51 2746 1389 213 193 159 133 108 85 1176 1357 112 1245 1218 1155
is_linear=0
shrinkage=0.1


Tree=7888
num_leaves=31
num_cat=0
split_feature=132 1185 1203 3 50 1 2 472 1429 51 48 484 159 1348 147 120 1 0 39 13 11 474 2 2 2 0 0 16 41 33
split_gain=1.60352e-09 7.8425e-09 4.19998e-09 1.27228e-09 4.4015e-09 8.43171e-09 1.0124e-08 4.13142e-09 4.01968e-09 3.50373e-09 4.11255e-09 3.13656e-09 4.43527e-09 2.86841e-09 2.83753e-09 2.49757e-09 2.95546e-09 6.20557e-09 3.6294e-09 2.60273e-09 2.88059e-09 3.27629e-09 2.67026e-09 1.17142e-08 6.00399e-09 5.32773e-09 5.1848e-09 1.29932e-08 5.33449e-09 1.04667e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11658 0.091320000000000012 0.11103500000000001 0.10644500000000001 -0.38234499999999999 -0.23587499999999997 0.095050000000000009 0.091635000000000008 0.096675000000000011 0.088800000000000004 0.090600000000000014 0.095485000000000014 1.0000000180025095e-35 0.13707500000000003 -0.026509999999999995 0.11163500000000001 -0.17933499999999997 0.097680000000000017 0.11381000000000001 0.10613000000000002 0.10699500000000002 0.10527500000000002 0.16094000000000003 0.089620000000000019 0.15891500000000003 0.088520000000000015 -0.0066799999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 5 6 -5 -3 -9 10 11 12 -7 14 15 16 18 -18 19 -10 21 22 24 -24 25 26 28 -28 29 -21
right_child=1 3 -4 4 -6 9 -8 8 13 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-9.3792273118795955e-08 1.9453018727030473e-06 -1.3485027130113654e-06 -1.4039390486735621e-06 -1.2286691154865064e-07 -7.8967243935955544e-07 1.3324164018039635e-07 2.576432473750339e-06 1.3755831040335971e-06 -1.024720965006054e-06 -1.1006855596444135e-06 1.2836205980550273e-06 1.0038950750868027e-06 -1.5556603106302726e-06 -1.2064830440294828e-06 1.1014939836375404e-06 -1.1273265914724108e-06 1.564672101207019e-06 -5.6211873796833662e-07 -1.2206092824271765e-06 2.2261597791839449e-06 -8.9978694502081331e-07 1.2575928275553105e-06 -2.5397047487612805e-06 -1.0583439525793275e-07 1.6543227047804976e-06 1.6136958920686173e-06 2.9934881066281145e-07 -2.9699000234018061e-06 -1.4426179561155551e-06 3.2178810320036436e-08
leaf_weight=194 21 23 28 24 36 48 33 21 25 24 28 20 23 20 23 20 34 23 25 22 35 21 21 339 23 21 31 20 24 1871
leaf_count=194 21 23 28 24 36 48 33 21 25 24 28 20 23 20 23 20 34 23 25 22 35 21 21 339 23 21 31 20 24 1871
internal_value=0 1.98223e-08 -2.59036e-07 5.7726e-09 2.28235e-07 4.11459e-07 1.43989e-06 -1.40991e-08 -2.38045e-09 1.52613e-09 2.23821e-07 -1.02271e-07 -4.13867e-07 -1.35187e-08 -4.26376e-09 -1.42177e-08 -5.43582e-09 7.06493e-07 -2.18119e-08 -9.59425e-09 8.58045e-10 1.40309e-08 3.02126e-09 -2.4781e-07 4.79016e-08 2.93256e-08 1.24192e-08 -9.8271e-07 3.88937e-08 5.76767e-08
internal_weight=0 2899 222 2878 236 200 57 2642 2619 143 119 91 71 2598 2578 2555 2535 57 2478 2453 2428 2393 2372 360 2012 1989 1968 51 1917 1893
internal_count=3121 2899 222 2878 236 200 57 2642 2619 143 119 91 71 2598 2578 2555 2535 57 2478 2453 2428 2393 2372 360 2012 1989 1968 51 1917 1893
is_linear=0
shrinkage=0.1


Tree=7889
num_leaves=31
num_cat=0
split_feature=1212 13 3 158 1212 4 16 43 43 403 1213 4 1209 132 43 1204 4 1210 4 4 43 1446 3 2 402 402 15 16 16 132
split_gain=1.37856e-09 6.21701e-09 1.22713e-08 1.10523e-08 5.05705e-09 2.34978e-09 6.82579e-09 4.21447e-09 1.03392e-08 3.73171e-09 4.81072e-09 2.20566e-09 1.00467e-08 1.11256e-08 4.84364e-08 3.25823e-08 8.55166e-09 6.8395e-09 9.06049e-09 1.26213e-08 9.89057e-09 8.66754e-09 3.21541e-08 5.29065e-09 1.32844e-08 8.27391e-09 5.28874e-09 5.06504e-09 8.78888e-09 4.70962e-09
threshold=0.08759500000000002 -0.085584999999999981 -0.082234999999999989 0.10398500000000001 0.086920000000000011 -0.085409999999999986 -0.081299999999999983 -0.03898999999999999 -0.0061399999999999988 -0.014954999999999998 -1.0000000180025095e-35 -0.081714999999999996 0.085875000000000021 -0.083284999999999984 -0.011694999999999999 -0.079874999999999988 -0.081224999999999978 -0.078184999999999991 -0.083439999999999986 -0.084369999999999987 0.0034250000000000005 0.083715000000000026 -0.085784999999999986 0.083995000000000014 0.079755000000000006 0.085450000000000012 0.084655000000000022 -0.097644999999999996 -0.080789999999999987 0.080640000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 11 6 -3 -7 -9 10 -10 12 13 14 -1 -15 -13 -17 19 21 -20 23 -23 24 -19 27 -16 -25 -29 -30
right_child=1 3 -4 -5 -6 7 -8 8 9 -11 -12 16 -14 15 26 17 -18 18 20 -21 -22 22 -24 25 -26 -27 -28 28 29 -31
leaf_value=5.2501159860271619e-06 2.8643894779634139e-06 5.0934763748955449e-07 4.1679978046715858e-09 -2.1177641873810383e-06 -1.3118586730342942e-06 -5.8799072598762437e-07 -1.7039957190883631e-06 2.6306891571869567e-06 6.4157352899959124e-07 1.2225028572372495e-06 -1.4056573079492615e-06 -1.7045535795175731e-06 1.8537651674870919e-06 -4.0417758773969582e-06 4.2517371290930735e-07 -1.620014474768971e-06 -3.1601454366043765e-08 -4.5982953262294582e-08 2.7683026067174629e-06 -2.2726898983503068e-06 -1.8962805370392743e-07 3.9299937782288909e-06 -1.4990536544701172e-06 1.4080444112778422e-06 -2.9637335808274656e-06 2.1463419552247843e-06 -1.7982975077757146e-06 -2.0971906553768349e-06 -4.5818554126084466e-08 1.5529540534942042e-06
leaf_weight=21 24 38 40 23 30 29 22 23 24 23 22 31 33 20 23 23 2129 71 26 23 20 24 20 25 20 20 20 20 234 20
leaf_count=21 24 38 40 23 30 29 22 23 24 23 22 31 33 20 23 23 2129 71 26 23 20 24 20 25 20 20 20 20 234 20
internal_value=0 2.1685e-07 1.07675e-06 -5.2923e-08 -2.03646e-08 2.0946e-07 -3.02212e-07 4.63182e-07 7.9453e-07 1.82476e-07 -3.37537e-07 -6.63987e-09 1.52905e-07 6.38128e-08 1.31352e-06 -7.74972e-08 -5.56114e-08 6.77145e-08 1.41936e-07 1.26816e-08 1.48225e-06 1.2846e-07 1.46224e-06 -1.46775e-08 -6.87247e-07 1.77184e-07 -6.08999e-07 4.54677e-08 -7.8855e-08 8.00691e-08
internal_weight=0 268 64 204 2853 181 60 121 92 69 46 2823 663 630 64 566 2160 546 523 477 46 454 44 410 91 319 43 299 274 254
internal_count=3121 268 64 204 2853 181 60 121 92 69 46 2823 663 630 64 566 2160 546 523 477 46 454 44 410 91 319 43 299 274 254
is_linear=0
shrinkage=0.1


Tree=7890
num_leaves=31
num_cat=0
split_feature=132 393 1203 1201 1203 132 13 2 16 52 1212 158 159 1212 13 133 43 1 402 401 402 401 1210 2 12 52 1213 1209 133 403
split_gain=1.73254e-09 6.60854e-09 3.72378e-09 1.46873e-09 1.4581e-09 1.81355e-09 3.59548e-09 3.51617e-09 1.81709e-09 2.72703e-09 1.4073e-09 7.7633e-09 9.64786e-09 6.61805e-09 3.30926e-09 4.85142e-09 2.86918e-09 4.82783e-09 2.07737e-09 9.17702e-09 3.89299e-09 3.08813e-09 4.3292e-09 1.73696e-08 1.75156e-08 1.99034e-08 4.5602e-08 2.16493e-08 5.05189e-09 3.01185e-09
threshold=-0.083174999999999985 0.12069000000000002 0.088820000000000024 -0.08261499999999998 0.084795000000000023 -0.41094499999999995 -0.0087749999999999981 0.089320000000000024 -0.090054999999999982 0.087435000000000013 0.087505000000000013 0.10874500000000002 -0.017094999999999996 0.086860000000000007 -0.084319999999999992 -0.040449999999999993 0.05259500000000001 0.086560000000000012 -0.45015499999999992 -1.0000000180025095e-35 -0.41596499999999997 -0.099524999999999988 -0.00046999999999999993 0.090935000000000016 0.092465000000000006 0.088005000000000014 -0.083944999999999978 -0.084519999999999984 0.41171500000000005 -0.52641999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 7 8 -1 -7 -10 13 12 -12 18 15 -14 17 -16 19 -5 -20 -22 23 24 25 26 -23 -28 29 -24
right_child=1 -3 -4 10 -6 6 -8 -9 9 -11 11 -13 14 -15 16 -17 -18 -19 20 -21 21 22 28 -25 -26 -27 27 -29 -30 -31
leaf_value=-8.678807196815797e-07 8.4096463221309623e-07 1.7881401184976788e-06 -1.3472861155605642e-06 -2.0326847623171791e-06 4.4182737296619299e-07 -8.111797006286018e-07 -1.5444969603208846e-06 7.778405390397254e-07 9.6387703933942244e-07 -5.599108832306545e-07 -2.0459047482290771e-06 1.9793259871616814e-06 1.9097647555263658e-06 -1.8320831372875547e-06 -7.0231992472196755e-08 5.7494504297269052e-08 -7.5696898635657351e-07 1.5859943428867238e-06 1.3958467519614715e-06 7.6262643618895757e-07 -1.2124415932356941e-06 5.5869603534119965e-06 1.1534427125587338e-06 2.9909437060382515e-06 -2.6591663862518544e-06 -1.3247513275141623e-06 2.1720959769785015e-06 -1.9208787015096667e-06 -1.2761573898067981e-06 -2.2204231404391786e-08
leaf_weight=20 21 21 28 24 38 27 25 37 24 23 20 23 26 20 88 31 37 22 20 23 21 20 22 24 20 37 24 28 32 2295
leaf_count=20 21 21 28 24 38 27 25 37 24 23 20 23 26 20 88 31 37 22 20 23 21 20 22 24 20 37 24 28 32 2295
internal_value=0 2.06195e-08 -2.6924e-07 7.72233e-09 -1.13646e-07 -2.48953e-07 -5.07668e-07 2.00394e-07 -1.57389e-07 2.18194e-07 1.5977e-09 2.29742e-07 5.0097e-08 -1.9993e-08 2.55587e-07 9.0239e-07 4.78645e-09 2.61013e-07 -5.99998e-09 -6.64767e-07 6.17542e-09 -4.84061e-09 5.29513e-09 5.20709e-07 6.11301e-08 5.60267e-07 1.52896e-06 -3.18135e-08 -2.82759e-08 -1.10414e-08
internal_weight=0 2899 222 2878 194 156 99 57 74 47 2857 247 224 2610 204 57 147 110 2590 47 2543 2523 2502 153 129 109 72 52 2349 2317
internal_count=3121 2899 222 2878 194 156 99 57 74 47 2857 247 224 2610 204 57 147 110 2590 47 2543 2523 2502 153 129 109 72 52 2349 2317
is_linear=0
shrinkage=0.1


Tree=7891
num_leaves=31
num_cat=0
split_feature=132 394 1203 33 47 47 47 1456 159 0 47 49 47 52 12 51 12 3 51 157 50 148 1420 11 12 155 1 48 48 48
split_gain=1.40342e-09 6.07313e-09 3.01626e-09 1.37869e-09 2.36312e-09 1.09428e-08 9.54651e-09 2.14066e-09 4.32477e-09 2.32735e-09 1.73196e-09 3.49631e-09 2.22001e-09 3.25813e-09 1.82546e-09 1.60217e-09 4.69972e-09 8.24034e-09 5.97945e-09 6.19169e-09 3.23124e-09 2.76263e-09 2.5554e-09 3.22935e-09 7.85282e-09 7.80928e-09 3.77643e-09 2.48976e-09 4.41318e-09 3.98415e-09
threshold=-0.083174999999999985 0.11233000000000001 0.088820000000000024 -0.009184999999999997 0.094160000000000008 0.091210000000000013 0.096850000000000006 -0.079429999999999987 0.085035000000000013 -0.026509999999999995 0.11708 0.15021500000000002 0.10843500000000002 -0.0027449999999999996 0.089625000000000024 0.11444000000000001 0.094375000000000014 -0.070099999999999982 0.12229000000000002 -0.37756999999999991 0.097115000000000021 -0.10069499999999999 -0.085599999999999996 0.090070000000000025 0.10149500000000002 0.13949000000000003 0.11181500000000001 0.10990500000000002 0.10061000000000002 0.096635000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 15 -6 -8 9 10 12 14 13 -9 -12 21 18 -18 -17 -20 -21 -5 -23 25 -25 27 -26 28 29 -24
right_child=1 -3 -4 4 6 -7 7 8 -10 -11 11 -13 -14 -15 -16 16 17 -19 19 20 -22 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=-1.0228112186483913e-07 -6.5678581185854846e-07 1.7551174357777202e-06 -1.212557569780464e-06 1.0729207118579918e-06 2.1928224702113161e-06 -2.2379688842151652e-06 -8.5744217817781047e-07 -4.7910174237762874e-07 1.4147925233268885e-06 -9.2428704975782758e-07 1.40880375667507e-06 -5.024128225928647e-07 -7.3966033108115738e-07 8.4016168496138837e-07 3.5649249362697503e-07 2.0960732415531425e-06 -1.972167265627095e-06 6.4831881963251759e-07 1.2905332281124258e-06 -1.4587066463178644e-06 3.3885782272591316e-07 -1.0772859804606212e-06 -1.4738310783123794e-08 1.6514231934874452e-06 -1.2805864354872721e-06 -2.0077011026842229e-06 5.7419793185307881e-07 -1.0814325513954578e-06 1.2583163467112443e-06 -1.3987957962464343e-06
leaf_weight=194 31 20 28 23 24 22 21 36 26 22 32 26 37 39 34 24 21 28 33 20 20 23 2165 38 21 20 23 22 27 21
leaf_count=194 31 20 28 23 24 22 21 36 26 22 32 26 37 39 34 24 21 28 33 20 20 23 2165 38 21 20 23 22 27 21
internal_value=0 1.8564e-08 -2.42316e-07 6.50037e-09 1.37201e-08 -1.73609e-08 2.80682e-07 1.12582e-07 1.93418e-07 5.29054e-08 1.58289e-07 4.7978e-07 -1.05793e-07 2.06915e-07 8.66704e-07 1.95633e-09 3.23519e-07 -4.74747e-07 7.26767e-07 2.76584e-07 -5.59924e-07 -1.7745e-08 -2.83743e-08 -1.80513e-08 5.98394e-07 -4.04675e-08 -3.1104e-07 -2.28636e-08 -1.23401e-08 -2.80344e-08
internal_weight=0 2899 222 2879 2848 2551 297 273 252 226 204 92 112 75 66 2529 146 49 97 73 40 2383 2360 2337 82 2255 44 2235 2213 2186
internal_count=3121 2899 222 2879 2848 2551 297 273 252 226 204 92 112 75 66 2529 146 49 97 73 40 2383 2360 2337 82 2255 44 2235 2213 2186
is_linear=0
shrinkage=0.1


Tree=7892
num_leaves=31
num_cat=0
split_feature=156 16 1 474 376 1213 1213 12 12 1209 1208 1208 1212 1209 4 1212 1213 42 16 1213 1210 1185 1184 1209 42 132 1186 394 130 0
split_gain=1.45494e-09 1.74617e-09 4.7252e-09 2.28107e-09 1.9692e-09 1.82626e-09 6.81664e-09 3.92782e-09 4.38093e-09 3.29418e-09 2.27061e-09 3.24864e-09 2.18309e-09 1.21197e-08 7.67142e-09 2.55322e-09 1.93993e-09 2.25979e-08 3.17211e-08 1.64979e-08 1.31246e-08 2.15521e-09 2.23957e-09 1.74732e-09 1.56732e-08 1.61625e-09 3.83798e-08 2.02033e-08 3.38954e-09 4.52658e-09
threshold=0.32523500000000005 0.63636000000000015 0.10752500000000002 0.12103000000000001 0.11357500000000002 -0.24064499999999997 -0.41627499999999995 0.090345000000000023 0.087445000000000009 0.14268500000000003 0.11253500000000001 0.10233500000000001 -0.092474999999999988 -0.089214999999999989 -0.080364999999999978 -0.22903499999999996 -0.085284999999999986 0.086950000000000013 -0.026164999999999997 -0.090324999999999989 -0.097479999999999983 0.093750000000000014 0.088760000000000019 -0.067109999999999989 0.090990000000000015 -0.083284999999999984 0.0044650000000000011 0.12358500000000001 0.08610000000000001 -0.087084999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 -1 10 11 12 14 -14 -7 -16 17 19 -19 -15 -18 22 23 24 -22 26 28 -27 29 -25
right_child=-2 2 -4 -5 -6 9 -8 -9 -10 -11 -12 -13 13 16 15 -17 20 18 -20 -21 21 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=2.8958043079304238e-07 8.2956463908582616e-07 4.6643482107810998e-07 -1.6573406073467308e-06 1.0676448266622173e-06 8.8002970329625899e-07 2.1364405667901292e-06 -2.0829480945394606e-06 1.0501536867953595e-06 -1.568278632258956e-06 1.2819492212656771e-06 -1.017919122535783e-06 1.1855836063383007e-06 -2.2584172143069739e-06 5.1341172024876869e-07 5.2323650389434586e-07 -1.0216611656232999e-06 -2.3465239867922112e-06 4.9637722313599665e-06 -2.6171399860266741e-07 -2.7556707799738852e-06 -1.1254340961386333e-06 -1.0063838512256292e-06 1.0648812462932256e-06 1.5399422993920912e-07 2.6154064298247076e-06 -3.6942905936800703e-09 4.4143897629567165e-06 -3.1955776428915788e-06 2.9009556258787822e-07 -1.2418044538374209e-06
leaf_weight=30 21 20 22 20 25 21 20 24 22 20 22 23 24 38 23 20 24 21 26 26 24 21 20 42 21 2336 20 20 73 52
leaf_count=30 21 20 22 20 25 21 20 24 22 20 22 23 24 38 23 20 24 21 26 26 24 21 20 42 21 2336 20 20 73 52
internal_value=0 -5.61202e-09 -6.46019e-07 3.18363e-09 -3.82402e-09 -1.11577e-08 -4.40312e-07 -8.03985e-09 -4.96437e-07 2.96602e-09 -5.86369e-09 1.88074e-09 -7.66525e-09 -2.0921e-08 5.69789e-07 -1.95321e-07 -1.49268e-09 4.0808e-07 2.07308e-06 -8.14653e-07 -1.8629e-08 2.62228e-09 1.07469e-08 2.60062e-09 6.20291e-07 -8.32981e-09 2.74645e-07 -3.07901e-08 -2.21132e-07 -6.1815e-07
internal_weight=0 3100 42 3058 3038 3013 96 76 52 2917 2897 2875 2852 2788 64 43 2764 111 47 64 2653 2629 2608 2588 45 2543 187 2356 167 94
internal_count=3121 3100 42 3058 3038 3013 96 76 52 2917 2897 2875 2852 2788 64 43 2764 111 47 64 2653 2629 2608 2588 45 2543 187 2356 167 94
is_linear=0
shrinkage=0.1


Tree=7893
num_leaves=31
num_cat=0
split_feature=484 484 158 43 13 484 481 160 15 1447 12 483 133 1447 1446 2 1447 1456 483 483 42 159 3 158 4 0 4 4 1210 132
split_gain=1.52849e-09 1.61268e-09 1.83873e-09 7.04718e-09 5.97826e-09 2.27488e-09 2.04983e-09 3.2215e-09 5.68796e-09 1.6803e-09 1.09925e-08 1.10183e-08 1.24165e-08 5.03939e-09 7.99675e-09 5.72315e-09 3.63676e-09 2.89432e-09 2.4665e-09 7.62575e-09 1.11276e-08 5.53796e-09 9.24134e-09 3.72119e-09 2.53264e-09 4.00162e-09 2.49235e-09 9.23035e-09 8.05525e-09 7.80132e-09
threshold=-0.52850499999999989 -0.48714499999999994 0.11245500000000001 -0.011694999999999999 -0.06884499999999999 -0.23687999999999995 -0.16223499999999996 -0.55045999999999984 0.086355000000000015 -0.085684999999999997 0.083985000000000018 0.087440000000000004 0.085265000000000021 -0.08039499999999998 0.084825000000000025 0.085155000000000022 -0.051529999999999992 0.10959500000000001 -0.096724999999999992 -0.021199999999999997 0.084755000000000011 -0.46871499999999994 -0.077564999999999981 -0.46278499999999995 -0.51843499999999987 0.11070500000000001 -0.081714999999999996 -0.081374999999999989 -0.14175499999999996 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 -3 -7 8 -8 10 -9 12 -12 14 -11 -16 -15 18 -18 20 -20 22 -21 -23 25 -25 28 -28 -26 -30
right_child=1 2 3 -5 -6 6 7 9 -10 13 11 -13 -14 16 15 -17 17 -19 19 21 -22 23 -24 24 26 -27 27 -29 29 -31
leaf_value=-8.7140366588300822e-07 7.6110573274945639e-07 9.0914585492945265e-07 9.5667914924765565e-07 -1.6960613979222217e-06 -1.1557930747585488e-06 -8.3308096605080589e-07 -2.4817601293445636e-07 1.8413096874577863e-06 2.0009258109480882e-06 -2.5439598670118359e-06 2.3695565535793626e-07 1.6755778389665467e-06 -2.8907767965723576e-06 9.7677902601844843e-07 1.0792428914404203e-06 -1.0884317767814255e-06 9.024103777240574e-07 -1.1778068992065355e-06 2.8484043517502349e-08 -1.1750302275214819e-07 -3.0598679347804134e-06 -1.3648331929516646e-06 2.7185830859366436e-06 -1.7871667513702506e-06 2.0277010010075807e-06 1.892794300385417e-07 -2.1772530817543157e-06 -1.7204467500328554e-08 1.0526651806321898e-06 -2.0211685831979261e-08
leaf_weight=20 28 28 37 30 21 29 23 35 22 20 30 20 22 38 21 29 30 21 28 27 20 20 20 20 23 21 20 1823 78 517
leaf_count=20 28 28 37 30 21 29 23 35 22 20 30 20 22 38 21 29 30 21 28 27 20 20 20 20 23 21 20 1823 78 517
internal_value=0 5.62073e-09 -1.26296e-09 -4.51777e-07 1.91819e-07 1.20185e-08 3.52357e-09 1.18096e-08 8.51385e-07 -1.2951e-09 3.87561e-07 -3.19123e-07 -1.08632e-06 -1.62834e-08 -8.53995e-07 -1.78008e-07 5.38687e-09 -8.44855e-09 8.28566e-10 -9.50672e-09 -1.25833e-06 1.38267e-08 1.08934e-06 -6.21664e-09 4.6436e-09 -7.74841e-07 1.76297e-08 -4.0645e-08 1.91417e-07 1.20434e-07
internal_weight=0 3101 3073 88 58 2985 2957 2928 45 2883 107 72 52 2776 70 50 2706 2668 2647 2617 48 2569 47 2522 2502 41 2461 1843 618 595
internal_count=3121 3101 3073 88 58 2985 2957 2928 45 2883 107 72 52 2776 70 50 2706 2668 2647 2617 48 2569 47 2522 2502 41 2461 1843 618 595
is_linear=0
shrinkage=0.1


Tree=7894
num_leaves=31
num_cat=0
split_feature=132 394 132 42 42 13 130 16 12 0 12 1212 401 15 403 130 1213 403 13 402 2 16 2 16 129 1213 1213 1212 402 403
split_gain=1.73159e-09 6.88117e-09 3.2762e-09 1.38843e-09 3.49152e-09 4.67567e-09 3.62057e-09 3.01863e-09 1.19197e-08 2.97311e-09 2.71932e-09 2.6862e-09 5.9945e-09 4.18861e-09 4.52043e-09 5.9292e-09 1.23947e-08 5.77549e-09 5.65706e-09 5.66054e-09 3.39048e-09 2.92156e-09 2.84775e-09 2.76342e-09 3.01769e-09 2.00989e-09 1.67921e-08 1.57106e-08 1.22987e-08 8.2052e-09
threshold=-0.083174999999999985 0.11233000000000001 -0.084644999999999984 -0.084624999999999992 -0.067534999999999998 0.0061450000000000003 0.016915000000000003 0.26435500000000006 0.090695000000000012 0.22582000000000002 0.095330000000000012 -0.083344999999999989 0.088555000000000009 -0.12255999999999999 -0.081499999999999989 0.08610000000000001 -0.077179999999999985 -0.021474999999999998 -0.0097949999999999982 0.079755000000000006 0.085045000000000023 -0.0060749999999999997 0.092635000000000009 -0.052894999999999991 0.088075000000000014 -0.087969999999999979 -0.085284999999999986 -0.089079999999999979 -0.086719999999999978 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 7 5 10 9 11 -9 25 -5 -2 13 -13 15 16 -15 -16 -19 21 -18 23 -23 24 -20 28 -27 -28 -6 -30
right_child=1 -3 -4 4 6 -7 -8 8 -10 -11 -12 12 -14 14 17 -17 20 18 19 -21 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=-1.4175716911779546e-07 -7.9611835469057217e-07 1.8690853374891957e-06 -1.4274440300968393e-06 2.8699662686029537e-07 -2.5995904322718117e-06 -1.9480465490622531e-06 1.1528068213280036e-06 9.9123003548129422e-07 -2.0967739119441829e-06 -1.1963538088907844e-06 -1.0839779231050867e-06 -1.1200270518233167e-06 1.6473095231006597e-06 2.3416261797137853e-06 2.149906624654683e-06 -1.449235863392146e-06 1.6163085092557594e-07 1.5553124265298883e-06 1.1450250595251638e-06 -1.3168647246276499e-06 -1.5782582752064757e-06 2.88555214270995e-07 1.8831178457341074e-06 -9.2866710846547828e-07 -3.6438245274439398e-07 2.2967726319045314e-06 -2.6695466436360056e-06 1.6517788416213572e-08 1.5593796046299826e-06 -4.0943462905414318e-07
leaf_weight=200 22 20 22 39 21 21 27 25 25 21 23 22 32 20 21 29 24 34 27 23 21 24 21 22 26 32 22 2130 27 98
leaf_count=200 22 20 22 39 21 21 27 25 25 21 23 22 32 20 21 29 24 34 27 23 21 24 21 22 26 32 22 2130 27 98
internal_value=0 2.06128e-08 -2.69168e-07 7.7717e-09 -2.08486e-08 -6.58405e-07 1.4042e-09 1.76275e-07 -5.52772e-07 -1.1819e-08 -2.21591e-07 2.75331e-07 3.43458e-07 2.10581e-07 3.10832e-07 -2.60209e-07 2.70281e-07 5.81932e-07 3.95902e-07 1.20238e-07 -6.50317e-07 3.95682e-07 1.03268e-06 1.34808e-08 4.04561e-07 -1.14299e-09 2.28707e-08 -1.0942e-08 -3.60361e-07 1.58292e-08
internal_weight=0 2899 222 2879 2461 83 2378 418 50 2351 62 368 346 314 292 94 65 198 177 143 45 120 45 75 53 2330 2184 2152 146 125
internal_count=3121 2899 222 2879 2461 83 2378 418 50 2351 62 368 346 314 292 94 65 198 177 143 45 120 45 75 53 2330 2184 2152 146 125
is_linear=0
shrinkage=0.1


Tree=7895
num_leaves=31
num_cat=0
split_feature=132 394 1203 484 448 1348 148 484 40 130 158 43 52 2 484 481 160 483 483 4 13 0 4 130 13 1 474 15 52 16
split_gain=1.42738e-09 5.03285e-09 3.58966e-09 1.27373e-09 1.25373e-09 2.98163e-09 1.52776e-09 2.14914e-09 1.47246e-09 2.42936e-09 1.43071e-09 5.21887e-09 6.91641e-09 3.95959e-09 2.20586e-09 1.75232e-09 2.26061e-09 1.69121e-09 2.69191e-09 2.08783e-09 5.49756e-09 2.86141e-09 2.17849e-09 6.53345e-09 5.91137e-09 9.17392e-09 9.51581e-09 8.28407e-09 1.16773e-08 7.78376e-09
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.52850499999999989 0.068920000000000023 0.091105000000000005 -0.098399999999999974 -0.4999599999999999 -0.24290999999999999 -0.16562999999999997 0.11245500000000001 -0.011694999999999999 0.008405000000000001 0.091545000000000015 -0.23687999999999995 -0.15689499999999998 -0.55323499999999981 -0.096724999999999992 -0.087689999999999976 -0.50940999999999981 -0.014169999999999999 0.048635000000000005 -0.086849999999999997 0.085235000000000019 -0.011914999999999999 0.085475000000000009 0.088010000000000019 0.084370000000000014 0.077655000000000016 -0.077589999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 -5 -8 -9 -10 14 12 13 -12 -11 -16 -17 -18 -19 20 -20 -22 23 24 29 27 -27 28 -26 -21
right_child=1 -3 -4 4 -6 -7 7 8 9 10 11 -13 -14 -15 15 16 17 18 19 22 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-1.1778623249717979e-07 -7.8832268513906466e-07 1.5252043213691155e-06 -1.5241909409269284e-06 -7.7059810337232199e-07 -7.7647822450899183e-07 1.0268413834167185e-06 9.9909588326144401e-07 -8.0804544392197961e-07 1.0599488885790462e-06 9.5313919018735765e-07 -1.6028526518141461e-06 -1.4641022448813602e-06 1.6696491957191029e-06 3.8702018741787473e-07 -7.1475937919317269e-07 8.4094311095020999e-07 7.420183575020694e-07 -1.1285914946971129e-06 -1.930705227124463e-06 2.0861942109531221e-06 -8.973886508556462e-07 5.5801170759650633e-07 -1.421665915669437e-08 1.6179730047305442e-06 -3.8837344220610251e-07 1.7526640586414975e-08 2.3823994624194713e-06 1.3125728291702613e-08 -3.617333556706269e-06 1.2911218946255296e-07
leaf_weight=196 20 22 20 25 20 29 22 22 22 25 20 30 20 20 33 33 31 21 20 31 22 35 2066 32 24 114 20 46 21 59
leaf_count=196 20 22 20 25 20 29 22 22 22 25 20 30 20 20 33 33 31 21 20 31 22 35 2066 32 24 114 20 46 21 59
internal_value=0 1.84419e-08 -2.48009e-07 6.94385e-09 1.24993e-08 1.80496e-08 7.65343e-09 1.46295e-08 6.80216e-09 1.33328e-08 4.87687e-09 -3.87186e-07 1.51272e-07 -6.07916e-07 1.82782e-08 9.3167e-09 1.85961e-08 7.9205e-09 -1.14244e-09 8.36617e-09 -5.04237e-07 -3.72176e-09 2.47236e-08 2.5657e-07 1.18268e-07 -1.55712e-07 3.70493e-07 -9.30562e-07 -1.89522e-06 8.03218e-07
internal_weight=0 2905 216 2883 2863 2843 2814 2789 2767 2745 2723 90 60 40 2633 2608 2575 2542 2511 2490 77 57 2413 347 315 225 134 91 45 90
internal_count=3121 2905 216 2883 2863 2843 2814 2789 2767 2745 2723 90 60 40 2633 2608 2575 2542 2511 2490 77 57 2413 347 315 225 134 91 45 90
is_linear=0
shrinkage=0.1


Tree=7896
num_leaves=31
num_cat=0
split_feature=130 12 130 132 1203 399 1186 132 9 9 12 41 12 41 41 34 10 43 43 3 43 0 2 43 52 1210 1 12 403 42
split_gain=1.17385e-09 3.29355e-09 1.38491e-09 1.22935e-09 3.75359e-08 2.14257e-08 4.12786e-09 2.7024e-09 1.42848e-09 4.10845e-09 3.33365e-09 2.16799e-09 4.3542e-09 2.18715e-09 2.72425e-09 2.32658e-09 3.84688e-09 1.93733e-09 1.87935e-09 4.91727e-09 4.16416e-09 1.72298e-08 3.97332e-09 3.04564e-09 9.17234e-09 6.26555e-09 2.75686e-09 4.08674e-09 2.35603e-09 9.65405e-09
threshold=-0.23647499999999996 0.23631000000000002 -0.14628999999999995 -0.083284999999999984 0.089480000000000018 0.091580000000000009 1.0000000180025095e-35 -0.030684999999999994 0.092410000000000006 0.088235000000000022 -0.010834999999999999 0.086565000000000017 0.08486500000000001 0.07882500000000002 0.076195000000000013 -0.097449999999999981 1.0000000180025095e-35 0.27194500000000005 0.16180500000000003 -0.077774999999999983 0.084740000000000024 -0.097274999999999986 0.11585500000000001 0.055925000000000009 0.10744000000000002 0.258635 0.094220000000000012 0.087995000000000004 -0.53960999999999981 0.091205000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 7 -4 -5 9 11 -10 13 -13 14 15 -9 17 18 20 -20 23 -22 -23 25 26 28 27 -25 29 -17
right_child=1 -3 3 5 -6 -7 -8 8 10 -11 -12 12 -14 -15 -16 16 -18 -19 19 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-7.636553230838673e-07 -6.6880556621453579e-07 1.2241225373476153e-06 -4.6246972895164094e-08 1.1411201377259636e-06 4.2486437136869343e-06 -2.9896296749617098e-06 -1.5641144227629412e-06 1.067031882939773e-06 1.4755874173845639e-06 -1.3091409763058929e-06 -2.8587323144661657e-07 1.4550653637949534e-06 -2.2186187749184684e-07 -7.5199101070794342e-07 1.0629537371187327e-06 -9.2654684677266159e-07 -1.2758408464227009e-06 -8.6266476677984926e-07 -1.5900876251718826e-07 1.6693454303625306e-06 -3.1763269240127015e-06 8.8641849887690957e-07 -8.0461179408075623e-07 5.8819289604018981e-07 2.4755273614118781e-06 -1.7690452796159663e-06 9.9557436328723259e-07 -1.3412924950582396e-06 -8.0299595490925855e-09 1.6627009953948699e-06
leaf_weight=20 31 22 172 21 21 24 20 20 21 24 22 30 32 39 24 24 24 26 38 24 21 33 24 21 20 20 20 23 2224 36
leaf_count=20 31 22 172 21 21 24 20 20 21 24 22 30 32 39 24 24 24 26 38 24 21 33 24 21 20 20 20 23 2224 36
internal_value=0 4.92279e-09 -3.78861e-09 2.97502e-09 2.3467e-07 -1.44328e-08 -2.04358e-07 1.09691e-08 2.46261e-09 -6.48978e-09 5.74375e-07 4.99153e-09 5.89555e-07 -8.6285e-09 2.42838e-09 -7.36862e-09 -1.57038e-08 -3.86223e-09 4.97039e-09 5.48741e-07 -8.70106e-09 -7.27715e-07 1.74406e-07 1.47843e-08 6.06242e-07 -6.77926e-09 2.20908e-08 -4.20402e-07 8.65214e-09 6.27002e-07
internal_weight=0 3101 3079 3048 213 2835 192 2811 2790 2747 43 2723 62 2661 2622 2598 2578 2554 2528 62 2466 78 57 2388 84 2304 64 44 2284 60
internal_count=3121 3101 3079 3048 213 2835 192 2811 2790 2747 43 2723 62 2661 2622 2598 2578 2554 2528 62 2466 78 57 2388 84 2304 64 44 2284 60
is_linear=0
shrinkage=0.1


Tree=7897
num_leaves=31
num_cat=0
split_feature=132 132 1203 1200 399 34 34 133 9 16 9 12 1210 1210 457 49 456 457 12 16 133 12 1455 12 16 16 52 3 12 475
split_gain=1.39099e-09 6.12749e-09 3.79755e-09 1.40731e-09 2.1454e-09 1.22656e-09 1.858e-09 7.57646e-09 3.9275e-09 1.16075e-08 5.74288e-09 1.24331e-09 1.73084e-08 1.58734e-08 9.04006e-09 6.1749e-09 6.07099e-09 5.0487e-09 1.20652e-08 1.70279e-08 1.14113e-08 1.3886e-08 7.32999e-09 1.21435e-08 1.4429e-08 7.09291e-09 6.27006e-09 6.36393e-09 8.20309e-09 8.37198e-09
threshold=-0.083174999999999985 -0.050879999999999988 0.088820000000000024 0.092250000000000013 -0.088409999999999989 -0.112215 -0.057544999999999992 0.086990000000000012 0.091600000000000015 -0.39185999999999993 0.082870000000000013 0.088245000000000004 -0.097479999999999983 -0.40154499999999999 -0.085584999999999981 -0.081919999999999979 -0.089384999999999978 0.0063150000000000003 0.089085000000000011 -0.090054999999999982 -0.012164999999999999 0.088485000000000022 -0.079434999999999992 0.090165000000000009 -0.039889999999999988 0.63636000000000015 0.5140450000000002 -0.092644999999999991 0.10408500000000002 -0.079274999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 7 -7 10 -10 11 12 -8 -13 -15 -16 -14 18 19 -17 -21 -22 -20 24 -24 26 27 28 29 -25
right_child=1 3 -4 -5 5 6 8 -9 9 -11 -12 13 16 14 15 17 -18 -19 22 20 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-8.4117572300086298e-08 1.5179108355627906e-06 9.5172827390873262e-07 -1.3299169653789382e-06 -8.3153526873047669e-07 -6.2331056589696789e-07 1.4919660333284332e-06 -2.9861818302379106e-06 -5.1838138780432334e-07 4.7269821703384181e-07 -2.7316979881319982e-06 1.6585978301009164e-06 2.7341171020948836e-06 -1.7111141638841739e-06 1.9871286069602599e-06 -1.1378005752701338e-06 -3.0535741658847353e-06 1.9873915759257919e-09 1.2142777222834412e-06 -1.3471329183670714e-06 1.744542416168943e-06 6.087658992170043e-07 -2.9478838996510603e-06 3.9205061098717996e-07 -6.6775903906091125e-07 3.0308439234734885e-06 -1.8327007296647936e-06 1.4239438355491703e-06 -1.3833138746500176e-07 -3.8524524451185613e-07 1.3684445638416167e-06
leaf_weight=194 27 24 28 20 31 38 20 37 26 20 21 22 21 23 47 30 1387 35 34 21 23 21 67 25 30 20 33 624 67 105
leaf_count=194 27 24 28 20 31 38 20 37 26 20 21 22 21 23 47 30 1387 35 34 21 23 21 67 25 30 20 33 624 67 105
internal_value=0 1.84764e-08 -2.41245e-07 4.38009e-09 1.02421e-08 2.25207e-09 9.18537e-09 5.00195e-07 -4.34354e-09 -9.20518e-07 1.14053e-08 -1.6233e-09 -6.50564e-08 7.2201e-08 2.36017e-08 -1.46057e-08 -2.35631e-08 3.19055e-08 -5.71543e-09 -1.0829e-06 -1.73362e-07 -1.08873e-06 9.61083e-08 1.46644e-07 1.20817e-06 2.88314e-08 7.2427e-08 1.81029e-08 5.13611e-07 9.76867e-07
internal_weight=0 2899 222 2872 2852 2828 2797 75 2722 46 2676 2655 1428 1227 1205 1182 1408 1135 1100 95 65 44 1005 971 97 874 854 821 197 130
internal_count=3121 2899 222 2872 2852 2828 2797 75 2722 46 2676 2655 1428 1227 1205 1182 1408 1135 1100 95 65 44 1005 971 97 874 854 821 197 130
is_linear=0
shrinkage=0.1


Tree=7898
num_leaves=31
num_cat=0
split_feature=1429 474 471 9 10 34 11 12 45 1429 1426 155 475 49 154 1456 1429 2 50 1429 50 1375 47 47 0 13 15 12 47 47
split_gain=1.27407e-09 2.71896e-09 1.77129e-09 1.17927e-09 3.46871e-09 5.06154e-09 2.9232e-09 2.36405e-09 1.26407e-09 2.76182e-09 2.47083e-09 2.09165e-09 2.05394e-09 2.67441e-09 1.67963e-09 1.72857e-09 2.19354e-09 7.55708e-09 3.28753e-09 2.90746e-09 2.1403e-09 1.84253e-09 2.83416e-09 2.18173e-09 1.39216e-08 4.41292e-08 1.43852e-08 3.41592e-08 9.11814e-09 8.65025e-09
threshold=0.12521000000000002 -0.45463999999999999 -0.086614999999999984 0.092410000000000006 0.053330000000000009 -0.028109999999999996 -1.0000000180025095e-35 -0.010834999999999999 0.084355000000000013 -0.23752499999999996 -0.089244999999999977 0.11562500000000002 0.0030750000000000005 0.0065400000000000015 0.084190000000000001 0.11510000000000002 0.091545000000000015 0.10774000000000002 0.14318000000000003 0.087935000000000027 0.13522500000000001 0.10380000000000002 0.13975500000000002 0.092165000000000011 -0.10224499999999999 -1.0000000180025095e-35 -0.10324499999999999 0.083535000000000012 0.088915000000000008 0.097970000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4 -5 9 -8 -11 12 14 -14 15 16 18 -18 19 20 21 22 23 28 25 -25 27 -26 -12 -28
right_child=-2 2 3 7 5 -7 8 -9 -10 10 11 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 26 -27 29 -29 -30 -31
leaf_value=-1.1391490770187201e-06 7.9557394357721026e-07 8.7687773350847677e-07 1.0995548703836752e-06 1.2263682037882973e-06 -2.0100483284512028e-06 2.1279317650169107e-07 -1.1878950851951233e-06 -1.2117181398707545e-07 5.1152166248436479e-07 1.0989278985107377e-06 -1.0973183240646456e-08 -7.6343485673262599e-07 1.3873413763576537e-06 -1.216742263117656e-07 -9.0869591747919226e-07 6.500510890051514e-07 -2.1665360901579333e-06 4.1902119129680123e-07 -1.1737471207122024e-06 1.1467434596891157e-06 7.8056349182401494e-07 -9.0909950951912757e-07 1.1757066147310979e-06 5.4673400834796368e-07 4.6361393666908649e-06 -5.0608229339163905e-06 -2.3817437436047751e-06 -2.6587651637493597e-07 1.8723762523747542e-06 -1.3013505429889697e-07
leaf_weight=21 20 23 24 23 21 20 20 30 46 20 2278 37 24 23 21 39 20 26 24 22 34 23 20 36 21 23 21 44 26 91
leaf_count=21 20 23 24 23 21 20 20 30 46 20 2278 37 24 23 21 39 20 26 24 22 34 23 20 36 21 23 21 44 26 91
internal_value=0 -5.14084e-09 2.59103e-09 -3.98686e-09 -1.22367e-08 -9.25735e-07 4.03652e-10 4.6361e-07 -8.57206e-09 -1.68418e-08 -8.68966e-09 -1.64542e-08 -6.63951e-09 6.48887e-07 -1.77662e-08 -1.09578e-08 -2.04739e-08 -7.05134e-07 -8.6473e-09 1.94853e-09 -7.67527e-09 -1.80508e-08 -1.00453e-08 -1.9382e-08 -3.08962e-07 -1.63926e-06 1.34471e-07 1.31785e-06 1.02799e-08 -5.52312e-07
internal_weight=0 3101 3080 3057 3004 41 2963 53 2939 2893 2873 2853 2816 47 2769 2748 2709 46 2663 2639 2617 2583 2560 2540 236 59 177 65 2304 112
internal_count=3121 3101 3080 3057 3004 41 2963 53 2939 2893 2873 2853 2816 47 2769 2748 2709 46 2663 2639 2617 2583 2560 2540 236 59 177 65 2304 112
is_linear=0
shrinkage=0.1


Tree=7899
num_leaves=31
num_cat=0
split_feature=3 3 9 47 3 2 3 1 2 3 40 150 475 16 52 52 48 1 16 0 160 13 42 13 2 13 2 1374 13 403
split_gain=1.24384e-09 8.77554e-09 7.5763e-09 8.22239e-09 3.12666e-08 2.39395e-08 4.45289e-09 4.80934e-09 2.18433e-08 8.66451e-09 3.15874e-08 7.18205e-09 7.53446e-09 8.04643e-09 3.81043e-09 7.24851e-09 5.51476e-09 8.53913e-09 4.83752e-09 4.74664e-09 4.8502e-09 3.47255e-09 9.49139e-09 5.05536e-09 7.01536e-09 5.16518e-09 4.04753e-09 3.61932e-09 3.47534e-09 1.7759e-08
threshold=-0.016324999999999996 -0.014944999999999998 0.091600000000000015 0.094160000000000008 0.048265000000000009 -0.045829999999999989 -0.011549999999999998 0.093890000000000015 0.083215000000000011 0.0022600000000000003 -0.07632499999999999 0.087000000000000008 -0.024084999999999999 0.22339500000000004 -0.23375999999999997 -0.087769999999999987 0.089670000000000014 0.10937500000000001 -0.44310499999999992 -0.09515499999999999 -0.061914999999999991 -0.14179999999999995 0.083795000000000022 -0.097224999999999992 0.092120000000000021 -0.092879999999999976 0.085155000000000022 0.087855000000000016 -0.087714999999999987 -0.0038999999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 -2 3 5 -5 -3 -7 8 -8 10 -9 12 -10 -14 -11 -16 17 -17 -19 20 -20 22 -1 24 -23 26 -25 28 29 -27
right_child=1 2 -4 4 -6 6 7 9 11 14 -12 -13 13 -15 15 16 -18 18 19 -21 -22 23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=-2.5673297281514353e-06 2.1815770838884418e-06 -2.928513316436255e-06 -1.5544575653590543e-06 4.4971108513891525e-06 7.0926669094879351e-08 1.3286761393491644e-06 3.4068918487471161e-06 2.3169778866917034e-07 -1.1800424471386106e-06 -8.4656508386467838e-07 -4.5286088845841738e-06 -1.4350580432025912e-06 1.7163162449553336e-07 1.9746341932351939e-06 1.8882833593636406e-06 1.8251422259633423e-06 -1.0132231852530357e-06 -9.1978554120855521e-07 -8.0906559674076568e-09 -6.8843063383669883e-07 2.1678504524624303e-06 5.7326237022327689e-08 -7.1588357553054046e-08 -2.3247025958484396e-07 1.9776288422690415e-06 -9.3126976897413755e-07 -1.7924471272824028e-06 -1.0520414589750132e-06 -3.1864581940222926e-08 1.3014375801689264e-06
leaf_weight=20 20 27 28 20 79 29 22 46 27 37 20 27 91 34 24 30 39 42 20 23 21 52 64 39 30 57 29 33 1996 95
leaf_count=20 20 27 28 20 79 29 22 46 27 37 20 27 91 34 24 30 39 42 20 23 21 52 64 39 30 57 29 33 1996 95
internal_value=0 1.1676e-07 5.6561e-08 1.25115e-07 9.65105e-07 -2.3649e-08 1.23778e-07 5.43111e-08 4.33333e-07 -1.97952e-07 -1.21082e-06 6.78677e-08 3.34835e-07 6.62048e-07 8.53076e-08 2.5857e-07 3.50669e-08 3.3568e-07 -8.58665e-08 4.61393e-07 1.10642e-06 -3.41328e-08 -6.65812e-07 -1.13695e-08 7.59876e-07 -3.94896e-08 -8.97755e-07 -1.27303e-08 3.23673e-09 4.64172e-07
internal_weight=0 706 686 658 99 559 532 503 201 302 66 179 152 125 236 199 175 136 106 64 41 2415 84 2331 82 2249 68 2181 2148 152
internal_count=3121 706 686 658 99 559 532 503 201 302 66 179 152 125 236 199 175 136 106 64 41 2415 84 2331 82 2249 68 2181 2148 152
is_linear=0
shrinkage=0.1


Tree=7900
num_leaves=31
num_cat=0
split_feature=9 9 3 34 11 2 123 12 43 2 376 1 159 3 3 47 1 2 45 474 159 160 39 159 1375 48 0 4 1 3
split_gain=1.31285e-09 2.96879e-09 2.47025e-09 1.53998e-09 4.07182e-09 2.06424e-09 1.24088e-09 3.69266e-09 2.28579e-09 2.06235e-09 3.29052e-09 2.67956e-09 2.23421e-09 1.9404e-09 8.08217e-09 6.4784e-09 2.53402e-08 1.56636e-08 6.7201e-09 3.44758e-09 5.48299e-09 8.66509e-09 3.12789e-09 4.47063e-09 5.56271e-09 5.96594e-09 8.05373e-09 1.00507e-08 1.20094e-08 6.15465e-09
threshold=0.092410000000000006 0.088235000000000022 -0.014944999999999998 -0.08786999999999999 -1.0000000180025095e-35 -0.080614999999999978 0.086120000000000016 -0.092484999999999984 -0.095049999999999982 0.13404500000000005 0.08746000000000001 0.13604000000000002 0.082105000000000025 -0.028564999999999997 -0.045649999999999989 0.092165000000000011 0.099660000000000012 -0.0050599999999999994 0.10041000000000001 0.091650000000000009 0.10442500000000002 -0.010514999999999998 0.084020000000000011 0.083335000000000006 1.0000000180025095e-35 -0.072824999999999987 -0.23194499999999998 0.033845000000000007 0.10254500000000001 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 -6 13 -8 -9 10 12 -11 -10 14 -7 17 -17 -15 -18 20 22 -22 23 24 25 -19 -27 28 29 -28
right_child=2 -3 -4 4 5 6 7 8 9 11 -12 -13 -14 15 -16 16 18 19 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=7.3840612750635575e-07 -1.2761076430345793e-07 -1.11636978772367e-06 1.2439147174821606e-06 -1.3321082060033602e-06 8.9069590475131777e-07 -8.1960535850888849e-09 -1.3417777095296683e-06 9.2663986841046162e-07 -8.1063351470592429e-07 1.0048553117295947e-06 -1.673657675382856e-06 -4.7443700395888305e-07 6.4972639393090512e-07 2.6237830571825987e-06 -1.7177252021026236e-06 -3.6327802317395078e-06 -3.2036338511302764e-07 -8.2895009356320781e-07 1.8903709531059576e-06 -9.8247475020703709e-07 2.8433615341327823e-06 7.4739178374399603e-08 7.0074762218871616e-07 -1.042600454662821e-06 -1.3920152737641315e-06 2.3137923867786663e-06 1.1087406741288369e-06 -8.5099781081912372e-07 2.4906047810286363e-06 -7.1789184968833869e-07
leaf_weight=28 29 24 24 23 26 2245 27 20 22 24 20 25 20 28 28 21 44 40 20 24 20 26 73 38 22 22 35 53 31 39
leaf_count=28 29 24 24 23 26 2245 27 20 22 24 20 25 20 28 28 21 44 40 20 24 20 26 73 38 22 22 35 53 31 39
internal_value=0 -8.5253e-09 4.93457e-07 2.09347e-10 -6.64394e-09 3.54172e-09 -4.23246e-09 -2.76912e-07 -5.74364e-08 -2.34747e-07 -6.17945e-07 2.50114e-07 -1.15224e-07 1.11052e-08 -2.92549e-08 1.82259e-07 -6.18552e-07 3.33188e-07 3.70491e-07 1.81565e-07 2.51582e-07 1.27849e-06 1.17764e-07 -3.42276e-08 1.24112e-07 2.75725e-07 5.21208e-07 2.71608e-07 8.38256e-07 1.46056e-07
internal_weight=0 3068 53 3044 3016 2993 2967 158 131 111 62 49 42 2809 2273 536 85 451 64 423 399 46 353 280 242 220 180 158 105 74
internal_count=3121 3068 53 3044 3016 2993 2967 158 131 111 62 49 42 2809 2273 536 85 451 64 423 399 46 353 280 242 220 180 158 105 74
is_linear=0
shrinkage=0.1


Tree=7901
num_leaves=31
num_cat=0
split_feature=1213 1212 42 1210 1209 15 50 1212 1213 1213 12 0 1212 42 401 402 1210 1208 16 402 403 1213 4 1186 132 43 393 393 12 12
split_gain=1.17295e-09 1.27559e-08 3.03244e-08 1.26373e-08 1.07793e-08 3.78548e-09 4.40314e-09 3.56411e-09 2.73027e-09 4.08841e-09 2.64008e-09 6.04708e-09 1.93521e-09 1.17043e-08 2.74808e-09 1.21708e-08 2.3767e-09 5.09263e-09 3.5224e-09 3.0131e-09 8.69287e-09 2.41717e-09 8.91444e-09 4.29439e-09 3.14346e-09 4.44629e-08 4.13731e-08 6.40401e-09 2.39634e-09 3.35323e-09
threshold=-0.090764999999999985 -0.089544999999999986 0.086730000000000015 -0.3960249999999999 -1.0000000180025095e-35 0.093115000000000017 0.07826000000000001 0.087210000000000024 0.17417500000000002 0.30994000000000005 0.090345000000000023 -0.086074999999999985 -0.063924999999999996 0.087075000000000014 -1.0000000180025095e-35 -0.45015499999999992 0.0028200000000000005 0.092250000000000013 -0.073849999999999985 0.11174500000000002 -0.5425549999999999 0.10336000000000002 -0.081114999999999979 -0.13028499999999998 -0.083284999999999984 -0.011694999999999999 0.11146500000000002 0.10358500000000001 0.110195 0.090165000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 7 10 12 -10 11 -6 13 -5 15 -14 17 19 -18 20 -16 23 -23 -22 25 -25 -26 28 29 -27
right_child=1 3 -4 8 5 -7 -8 -9 9 -11 -12 -13 14 -15 16 -17 18 -19 -20 -21 21 22 -24 24 26 27 -28 -29 -30 -31
leaf_value=-2.4367586684093114e-06 -4.9189734779377301e-07 -2.2498522466776192e-06 4.6063743138802247e-06 -7.6947116977995252e-07 8.7056432235957834e-07 -9.8165642230601559e-07 -9.3293087869684467e-07 1.6525978661651278e-06 1.8459982663898698e-06 6.2778306168335496e-08 1.0421907055453111e-06 -1.0891255442402325e-06 -2.5325339200727679e-06 2.1293359990382807e-06 1.6990432461246503e-06 8.3314194925647325e-07 -3.1401096935366826e-08 -1.4989607398488064e-06 1.7061838934750997e-06 -1.0362812125614646e-06 1.4587742710148178e-06 -2.2857221233607559e-06 6.6422538847767842e-07 3.9751768573798222e-06 -4.130122825550264e-09 9.1645369518458107e-08 -4.5719828290202719e-06 -1.9231117816854662e-06 5.9127456088126896e-07 -1.2372366175636021e-06
leaf_weight=20 28 25 20 30 31 31 26 22 20 36 28 32 21 26 30 22 28 23 20 28 20 20 21 29 2315 59 20 21 41 28
leaf_count=20 28 25 20 30 31 31 26 22 20 36 28 32 21 26 30 22 28 23 20 28 20 20 21 29 2315 59 20 21 41 28
internal_value=0 1.56079e-08 1.63238e-06 -1.13103e-08 -2.40783e-07 1.75672e-08 2.40416e-07 5.10389e-07 8.27104e-09 6.99643e-07 2.34251e-07 -1.24834e-07 -5.54652e-09 5.76404e-07 -1.74144e-08 -8.1056e-07 -4.79684e-09 -1.7405e-08 6.92593e-07 -4.45828e-09 6.63659e-09 -1.30884e-08 -7.74773e-07 -7.5954e-10 -1.23754e-08 3.92705e-07 -4.32552e-08 -3.04555e-07 -3.90101e-08 -3.36041e-07
internal_weight=0 2931 48 2883 190 170 139 113 2858 56 91 63 2802 56 2746 43 2703 2655 48 2632 2604 2574 41 2533 2513 178 2335 149 128 87
internal_count=3121 2931 48 2883 190 170 139 113 2858 56 91 63 2802 56 2746 43 2703 2655 48 2632 2604 2574 41 2533 2513 178 2335 149 128 87
is_linear=0
shrinkage=0.1


Tree=7902
num_leaves=31
num_cat=0
split_feature=132 399 1203 131 394 2 0 4 48 12 399 1176 9 33 9 3 131 131 480 2 480 129 1456 483 159 4 1213 42 12 131
split_gain=1.4401e-09 6.11029e-09 4.57467e-09 1.70861e-09 1.58573e-09 1.55076e-09 2.07706e-09 1.98989e-09 2.21437e-09 2.68587e-09 2.13515e-09 1.37929e-09 1.37247e-09 2.5456e-09 2.97533e-09 2.16664e-09 1.29752e-09 1.35677e-08 7.61749e-09 2.61919e-08 4.77172e-09 3.54272e-09 3.02505e-09 3.8866e-09 3.07387e-09 3.56087e-09 4.26815e-09 2.47131e-09 2.03807e-09 2.81167e-09
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.096845000000000014 0.09759000000000001 0.084245000000000014 -0.086554999999999979 0.10528000000000001 0.086125000000000021 0.10061500000000002 0.088190000000000018 0.087330000000000019 0.092410000000000006 -0.009184999999999997 0.085555000000000006 -0.014944999999999998 0.091885000000000008 0.09055500000000001 0.11191000000000002 0.095545000000000005 0.10344000000000002 0.080675000000000011 -0.052299999999999992 0.093370000000000022 -0.047664999999999992 -0.086849999999999997 -0.081109999999999988 0.094365000000000018 0.088930000000000023 0.10954500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 11 6 -1 8 9 10 -7 12 13 -2 16 -14 17 18 20 -20 -15 22 -18 24 -24 -26 -27 28 29 -28
right_child=1 -3 -4 -5 -6 7 -8 -9 -10 -11 -12 -13 15 14 -16 -17 21 -19 19 -21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=1.2926336887630897e-07 -9.7321692043839929e-07 1.2782527747390304e-06 -1.6897945704386077e-06 -9.779713057866956e-07 -8.8549955822969661e-07 -2.6646168001952398e-07 -1.2030060020151724e-06 -6.6656684250277906e-07 -5.8823789004236462e-07 1.4781742843676208e-06 9.2278427005637172e-07 8.3557797012190362e-07 -8.5648020313573602e-08 -1.4111966493177213e-08 1.1882752595565331e-06 1.2627447789141529e-06 1.4855923689083286e-06 -2.1099944458199154e-06 3.9495467204631044e-06 -1.0505856762806202e-06 -1.4615962354385019e-06 -7.949979336120978e-07 1.507882996065746e-06 -1.1300135321334894e-06 1.2064085798475654e-06 -1.331302746052643e-06 6.1413912249008724e-07 -4.9644012770574806e-07 7.3953437263413972e-07 -8.6088533635120257e-07
leaf_weight=25 27 38 20 20 20 36 22 23 20 24 26 20 26 2322 21 22 20 31 20 22 23 33 20 20 31 20 28 38 79 24
leaf_count=25 27 38 20 20 20 36 22 23 20 24 26 20 26 2322 21 22 20 31 20 22 23 33 20 20 31 20 28 38 79 24
internal_value=0 1.85161e-08 -2.49119e-07 -1.02111e-07 1.81919e-09 -2.58176e-09 -4.94352e-07 1.7659e-07 3.5954e-07 5.79953e-07 2.32254e-07 8.05254e-09 2.1981e-09 -6.95916e-09 2.52084e-09 5.32365e-07 -6.59701e-09 -3.13964e-08 -4.40161e-09 1.33043e-06 -2.8309e-08 1.84984e-07 3.00482e-07 2.0932e-07 3.20931e-07 2.13026e-07 5.00904e-08 2.13569e-07 4.19526e-07 -6.66414e-08
internal_weight=0 2905 216 196 2867 176 47 129 106 86 62 2847 2827 2779 2752 48 2731 2418 2387 42 2345 313 280 260 240 220 189 169 131 52
internal_count=3121 2905 216 196 2867 176 47 129 106 86 62 2847 2827 2779 2752 48 2731 2418 2387 42 2345 313 280 260 240 220 189 169 131 52
is_linear=0
shrinkage=0.1


Tree=7903
num_leaves=31
num_cat=0
split_feature=10 0 10 52 11 97 9 44 472 13 13 4 156 52 3 0 0 2 133 4 12 52 42 3 3 12 394 129 448 1348
split_gain=1.25066e-09 1.85742e-08 1.5774e-08 3.44525e-09 2.29185e-09 2.24996e-09 3.43184e-09 1.70523e-09 4.70172e-09 2.00269e-09 5.52168e-09 4.89038e-09 6.12117e-09 5.81211e-09 4.07558e-09 3.11843e-09 3.36206e-09 3.52197e-09 3.36961e-09 2.73465e-09 2.02739e-09 2.63199e-09 1.83486e-09 9.57204e-09 1.17515e-08 8.46586e-09 4.25767e-09 4.04768e-09 3.05186e-09 2.74619e-09
threshold=-0.011559999999999999 -0.10224499999999999 -0.086389999999999981 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.085969999999999977 -1.0000000180025095e-35 0.099360000000000018 0.087430000000000022 0.086705000000000018 0.065590000000000009 -0.50052499999999989 0.11815500000000002 -0.24456499999999998 -0.094874999999999987 -0.094654999999999975 -0.080434999999999993 0.088055000000000008 0.048520000000000008 0.19806500000000002 0.10742000000000002 0.10744000000000002 -0.095284999999999995 -0.094874999999999987 -0.091869999999999993 0.089005000000000015 -0.078674999999999981 0.090035000000000018 0.053555000000000005 0.091105000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6 -7 8 9 10 22 -11 13 -13 -12 19 17 -17 20 -15 21 -18 23 25 -25 -8 -26 -28 29 -24
right_child=4 2 -4 -5 5 6 7 -9 -10 11 14 12 -14 15 -16 16 18 -19 -20 -21 -22 -23 28 24 26 -27 27 -29 -30 -31
leaf_value=-2.7418159154777299e-06 1.0536756349210919e-06 2.5313924595593562e-07 2.4778511156000608e-06 -1.1499704243890717e-06 -1.0022313336900301e-06 9.8321912168507366e-07 2.2242051316078732e-07 -7.4919050878937323e-07 1.4994970981552754e-06 1.2994553867279617e-06 -2.2066731639824864e-06 1.5542704145759514e-06 -1.5954053628775003e-06 1.4324400471768632e-06 -1.8786594182529371e-07 1.8627901226864197e-08 3.8183985828294208e-09 -1.643716312243599e-06 1.1727460076542685e-06 -6.951144836296986e-08 5.105581011874579e-07 -1.3063394402232245e-06 -3.4647854917256267e-08 -2.3577516293471491e-06 -5.9628885712944192e-07 3.0971894449294268e-06 9.7637357043822706e-08 1.8880168995664185e-06 -1.2341120585309305e-06 9.9880698944441714e-07
leaf_weight=25 21 35 25 35 22 36 21 30 21 38 20 29 20 27 20 25 46 26 25 22 34 23 2327 20 30 20 28 23 21 26
leaf_count=25 21 35 25 35 22 36 21 30 21 38 20 29 20 27 20 25 46 26 25 22 34 23 2327 20 30 20 28 23 21 26
internal_value=0 -3.16568e-07 3.21655e-07 -4.48416e-07 1.26562e-08 5.32019e-09 1.28138e-08 8.58102e-10 8.63869e-09 -2.26623e-09 -3.15863e-08 2.35645e-07 8.97072e-08 2.20844e-07 -1.19727e-06 5.1242e-08 -1.42254e-07 -8.28842e-07 1.31308e-07 7.58094e-07 -1.21468e-07 -4.32901e-07 -1.3054e-08 3.36121e-07 -1.86985e-07 1.62475e-06 3.49007e-07 9.05063e-07 -3.39397e-08 -2.32285e-08
internal_weight=0 120 95 70 3001 2980 2958 2922 2892 2871 2556 315 277 257 40 228 179 51 128 49 103 69 2516 142 101 41 81 51 2374 2353
internal_count=3121 120 95 70 3001 2980 2958 2922 2892 2871 2556 315 277 257 40 228 179 51 128 49 103 69 2516 142 101 41 81 51 2374 2353
is_linear=0
shrinkage=0.1


Tree=7904
num_leaves=31
num_cat=0
split_feature=156 1426 1428 1429 1 1429 1428 456 456 157 157 157 2 16 157 457 448 1348 1 447 1445 1447 1446 480 481 2 481 1447 483 1453
split_gain=1.33292e-09 2.26187e-09 1.71215e-09 2.60057e-09 4.44439e-09 4.50774e-09 1.48343e-09 1.77301e-09 2.35746e-09 2.18742e-09 1.42219e-08 1.06366e-08 6.66927e-09 7.31837e-09 3.80673e-09 1.85224e-09 4.21352e-09 3.58897e-09 2.55087e-09 2.54679e-09 1.75893e-09 3.618e-09 5.42637e-09 5.42506e-09 4.18198e-09 1.29558e-08 5.09254e-09 3.38035e-09 5.39533e-09 4.53178e-09
threshold=0.32523500000000005 -0.085619999999999988 -0.071779999999999997 -0.060529999999999994 0.096125000000000016 -0.089414999999999981 0.087445000000000009 0.10512000000000001 0.091580000000000009 -0.087424999999999989 -0.086079999999999976 -0.090569999999999998 0.10402500000000002 -0.040964999999999994 -0.084764999999999993 0.11612500000000002 0.030280000000000001 0.088590000000000016 0.10508500000000001 0.088380000000000014 0.077020000000000019 0.059120000000000013 -0.088809999999999986 0.11387000000000001 -0.087424999999999989 0.083865000000000009 -0.085629999999999984 -0.085709999999999995 0.040035000000000008 -0.079219999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 9 11 -11 12 13 -5 -12 16 17 19 -17 20 21 22 -16 24 25 -24 -26 28 -28 -29
right_child=-2 2 3 6 -6 -7 -8 -9 -10 10 14 -13 -14 -15 15 18 -18 -19 -20 -21 -22 -23 23 -25 26 -27 27 29 -30 -31
leaf_value=-9.7241786202554672e-07 7.940030995779948e-07 -8.058954427689549e-07 2.7532346702786446e-07 1.7157563962105236e-06 -4.9209618430762452e-07 2.3280681831749916e-06 7.0704297976245196e-07 -6.8146096871201646e-07 7.2371895860421571e-07 2.2471231537630438e-06 -1.3927140389569106e-06 -2.3656205055134629e-06 -1.1382348055252243e-06 -3.4270651352422205e-07 -1.6522075154057348e-06 -1.2588988986615071e-07 -1.2854252479253494e-06 1.1408714490917864e-06 1.3969264884394761e-06 -9.3407193065312806e-07 -8.7791586041851636e-07 1.1741228289653149e-06 9.0117989088867039e-07 1.5649492579231347e-06 1.2786408594747042e-06 -2.5449967078354047e-06 2.6394301983145851e-07 1.1023336369546727e-06 -2.0310227244278524e-06 -1.3142927993847574e-08
leaf_weight=24 21 26 23 31 23 20 29 39 44 28 20 23 34 39 20 22 26 27 22 30 23 26 20 22 31 24 20 37 21 2326
leaf_count=24 21 26 23 31 23 20 29 39 44 28 20 23 34 39 20 22 26 27 22 30 23 26 20 22 31 24 20 37 21 2326
internal_value=0 -5.38652e-09 2.15859e-09 9.04692e-09 6.29933e-07 1.23009e-06 -4.68582e-09 -1.16706e-08 -2.71254e-09 -1.38417e-08 4.93004e-09 -4.19578e-07 1.07972e-08 5.68898e-07 -1.81768e-08 -7.98376e-09 -1.86562e-08 -6.11875e-09 6.35518e-07 -1.80298e-08 -7.3367e-09 5.24832e-10 -1.15789e-08 1.54087e-09 -1.23337e-08 -9.78553e-07 5.12573e-09 -1.12965e-08 -9.11527e-07 4.32327e-09
internal_weight=0 3100 3076 3050 66 43 2984 2955 2916 2872 2745 127 104 70 2717 2697 2653 2627 44 2600 2570 2547 2521 2501 2479 44 2435 2404 41 2363
internal_count=3121 3100 3076 3050 66 43 2984 2955 2916 2872 2745 127 104 70 2717 2697 2653 2627 44 2600 2570 2547 2521 2501 2479 44 2435 2404 41 2363
is_linear=0
shrinkage=0.1


Tree=7905
num_leaves=31
num_cat=0
split_feature=3 1348 49 49 160 150 147 49 160 2 475 16 49 49 13 15 130 133 49 3 49 3 49 51 4 3 49 1456 159 159
split_gain=1.26013e-09 3.95272e-09 3.86777e-09 9.32692e-09 6.71777e-09 2.74783e-09 2.32136e-09 1.99406e-09 5.34114e-09 1.10547e-08 7.70016e-09 6.88713e-09 5.02171e-09 4.56085e-09 9.78769e-09 1.21163e-08 4.88055e-09 5.83088e-09 9.11941e-09 3.46382e-09 2.90177e-09 6.96622e-09 5.40588e-09 6.24935e-09 4.05554e-09 9.90306e-09 2.79378e-09 3.6837e-09 2.92101e-09 3.64587e-09
threshold=0.10893000000000001 0.090205000000000021 -0.043469999999999995 -0.058769999999999996 0.055845000000000006 0.099590000000000026 0.095485000000000014 0.09567500000000001 -0.085764999999999994 0.087545000000000026 -0.06562999999999998 -0.0092699999999999987 0.092185000000000017 0.11136000000000001 0.0015850000000000003 -0.09551999999999998 0.096505000000000021 0.089980000000000018 0.12595000000000003 0.10299500000000002 0.088930000000000009 -0.081459999999999991 0.08610000000000001 -0.019375 -0.51843499999999987 -0.045649999999999989 0.084945000000000007 0.10959500000000001 0.15326500000000001 0.10519500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -4 -2 7 12 11 -10 -11 -9 19 14 15 -12 17 -15 -19 20 22 -22 24 -24 25 -1 27 28 29 -26
right_child=2 -3 4 -5 -6 -7 -8 8 9 10 13 -13 -14 16 -16 -17 -18 18 -20 -21 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=4.1104068617851929e-07 7.3408728743136935e-07 -1.3862289224995212e-06 1.8091840253697811e-07 2.6109308919330942e-06 -1.753138640196994e-06 -8.1240267377324939e-07 9.9134269831942547e-07 -1.8265882197788922e-07 -2.3203186921299286e-06 1.0659788043855e-06 -1.6062833164401776e-06 1.9149845802720241e-06 1.1117605285379598e-06 5.5028149891820876e-07 -2.6379714934312061e-06 1.1324353508967987e-06 1.1526106482926061e-06 -2.4675946862089405e-06 8.1440436616730949e-08 -1.1996646350098674e-06 -2.0308564760695016e-06 2.9957982680320253e-07 -1.0425614327402856e-08 2.0163621707854025e-06 6.6664208371885866e-08 -2.4717117668160427e-06 -1.0543506891262193e-06 -1.0892401758057751e-06 1.0988749903180387e-06 -4.6280911697345576e-07
leaf_weight=26 27 21 176 21 20 20 23 45 28 39 35 24 41 39 26 30 26 25 32 24 23 29 32 29 2020 22 24 29 26 139
leaf_count=26 27 21 176 21 20 20 23 45 28 39 35 24 41 39 26 30 26 25 32 24 23 29 32 29 2020 22 24 29 26 139
internal_value=0 -1.93302e-08 2.09018e-07 8.58851e-07 -1.64344e-08 7.60065e-08 -9.20863e-09 -1.73895e-08 -2.41103e-07 -4.35303e-07 -2.25857e-07 5.46956e-07 1.42972e-08 -4.6239e-07 -9.98177e-07 -3.42259e-07 -6.27452e-08 -3.91904e-07 -1.03656e-06 -4.27319e-09 7.6857e-09 -7.3119e-07 2.40562e-08 9.53129e-07 -7.35345e-10 -9.10221e-07 1.8771e-08 3.04038e-08 4.52641e-08 3.25758e-08
internal_weight=0 2857 264 68 196 47 2836 2813 349 280 252 69 2464 213 91 65 122 96 57 2423 2399 52 2347 61 2286 48 2238 2214 2185 2159
internal_count=3121 2857 264 68 196 47 2836 2813 349 280 252 69 2464 213 91 65 122 96 57 2423 2399 52 2347 61 2286 48 2238 2214 2185 2159
is_linear=0
shrinkage=0.1


Tree=7906
num_leaves=31
num_cat=0
split_feature=132 393 1203 1203 132 13 132 400 52 42 42 4 42 42 1213 3 403 15 1209 43 1210 481 403 42 42 13 42 0 1 0
split_gain=1.2451e-09 5.18516e-09 3.72993e-09 1.49468e-09 1.95482e-09 3.69222e-09 2.84152e-09 1.32412e-09 2.603e-09 1.2235e-09 1.75304e-08 3.70297e-08 1.4932e-08 1.17989e-08 6.01524e-09 2.09545e-08 1.96849e-08 1.21403e-08 9.26668e-09 4.55826e-09 4.14938e-09 4.0785e-09 7.23184e-09 6.5735e-09 7.72817e-09 5.87878e-09 3.97872e-09 3.71649e-09 1.17267e-08 6.82772e-09
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 0.084795000000000023 -0.41094499999999995 -0.0087749999999999981 -0.43443999999999999 0.10782000000000001 0.087435000000000013 0.087505000000000013 0.086950000000000013 -0.078629999999999992 0.086730000000000015 0.087665000000000007 0.04198000000000001 -0.083489999999999995 -0.54856499999999986 0.087575000000000014 -0.067109999999999989 0.062770000000000006 -0.064799999999999983 -0.087424999999999989 -0.5335399999999999 0.08623500000000002 0.086375000000000021 -0.085964999999999986 0.085730000000000015 -0.11173999999999999 0.094090000000000021 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 6 7 -1 8 -6 10 12 -12 21 -11 16 -16 -15 -17 -18 -19 -20 25 -23 26 -25 -2 -24 28 -22 -29
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 13 11 -13 -14 14 15 17 18 19 20 -21 27 22 23 24 -26 -27 -28 29 -30 -31
leaf_value=-2.9130569170799415e-07 3.4210574995086065e-08 1.5466155120562194e-06 -1.5325108873298632e-06 4.4646263688719048e-07 7.5395323776696206e-07 -1.558012768327899e-06 1.188132316087831e-06 -7.8226465407367314e-07 -6.8853384143287925e-07 -2.487048072907783e-06 5.2464467469803824e-06 -1.2020084909636354e-07 -2.6511090827138366e-06 -2.6308749118205316e-06 3.6001265155505284e-06 -2.152579876621985e-06 1.7012011467916942e-06 1.4867113019789714e-06 -1.442425501998266e-06 -4.3775804897450149e-07 -2.3679446586984174e-06 1.9491927389481137e-06 2.5413649700521522e-08 2.623281558217492e-06 1.5444823002752629e-07 -2.035823791857183e-06 -9.9680366280935213e-07 1.5426220833043254e-06 3.72965337115184e-07 -4.8089720197731126e-08
leaf_weight=37 34 22 20 40 29 25 20 23 22 20 20 36 21 30 20 20 30 32 22 20 27 20 1608 21 32 23 39 28 37 743
leaf_count=37 34 22 20 40 29 25 20 23 22 20 20 36 21 30 20 20 30 32 22 20 27 20 1608 21 32 23 39 28 37 743
internal_value=0 1.72227e-08 -2.31634e-07 -9.88912e-08 -2.38725e-07 -5.07328e-07 2.27795e-07 -1.52367e-07 1.31704e-07 5.55203e-09 5.40844e-08 1.79646e-06 -1.83071e-10 -8.18912e-08 -3.42171e-08 7.36636e-07 -1.11555e-07 -5.87777e-08 -2.63465e-08 7.46531e-07 -8.68208e-08 3.11447e-08 5.87238e-08 3.6483e-08 1.13267e-06 -8.01066e-07 1.20814e-09 -5.11042e-08 -7.83356e-07 9.67932e-09
internal_weight=0 2905 216 196 156 99 57 74 51 2883 1854 56 1798 1029 1009 92 917 72 887 52 857 1777 1720 1700 53 57 1647 835 64 771
internal_count=3121 2905 216 196 156 99 57 74 51 2883 1854 56 1798 1029 1009 92 917 72 887 52 857 1777 1720 1700 53 57 1647 835 64 771
is_linear=0
shrinkage=0.1


Tree=7907
num_leaves=31
num_cat=0
split_feature=15 15 2 16 9 15 12 402 15 51 132 484 2 483 482 12 3 13 49 0 1 0 121 9 45 3 13 3 15 15
split_gain=1.29759e-09 1.08307e-08 6.32702e-09 3.44435e-08 2.88404e-08 3.94066e-09 9.82727e-09 6.25264e-09 5.83279e-09 4.60727e-09 4.88537e-09 3.84973e-09 3.72332e-09 3.51349e-09 9.46421e-09 1.04612e-08 4.76661e-09 7.70433e-09 8.41109e-09 4.7663e-09 4.12896e-09 2.86537e-09 2.48412e-09 4.17159e-09 2.65131e-09 2.52999e-09 6.42726e-09 6.05925e-09 4.13791e-09 4.82923e-09
threshold=-0.10203999999999998 -0.099734999999999976 -0.0050599999999999994 -0.056919999999999991 0.09055500000000001 -0.11033999999999998 0.088245000000000004 0.095140000000000016 -0.13578499999999996 -0.10316499999999999 0.098425000000000012 -0.088124999999999981 0.095040000000000013 0.098395000000000024 0.089925000000000019 0.10911500000000002 0.097915000000000016 -0.013634999999999998 0.090235000000000024 -0.10474999999999998 0.11249000000000002 -0.091794999999999988 -0.082399999999999987 0.089995000000000006 0.094030000000000016 -0.013929999999999998 -0.15416999999999995 -0.0096849999999999974 -0.09551999999999998 -0.088749999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 8 9 -4 11 -11 -10 14 15 16 17 19 -19 -13 -18 -21 -3 24 25 26 -24 -27 -29 -30
right_child=1 22 5 -5 -6 6 -8 -9 12 10 -12 13 -14 -15 -16 -17 20 18 -20 21 -22 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=1.8901934629756205e-06 -2.1444191669199125e-06 -1.0019736878916774e-06 -1.3707124395523351e-06 4.561542355538961e-06 -2.323137096427175e-06 -2.3876778506994679e-06 6.7509541480603728e-07 -1.4175238146225849e-06 4.9795673082339172e-07 1.3266776255434144e-06 1.5634754790544943e-06 8.5315343270053754e-07 2.1822416672854333e-06 1.1080568813410892e-06 -2.216793034276201e-06 2.1290501535986549e-06 1.7394281737281858e-06 -4.5596935554688874e-07 -3.1034668341334286e-06 -1.4004538570292861e-06 -5.2613409056650408e-08 -6.2225676344951355e-08 -1.7458823642548602e-06 1.4033139285358977e-06 -1.1587759428266508e-06 1.7400596643710742e-06 -2.7610749494198833e-08 1.4901044800180465e-06 -1.0863824095796349e-06 1.7177571791888156e-07
leaf_weight=33 24 25 22 20 32 22 20 26 35 21 22 40 21 23 21 21 20 30 20 24 36 48 22 21 20 25 2075 21 34 297
leaf_count=33 24 25 22 20 32 22 20 26 35 21 22 40 21 23 21 21 20 30 20 24 36 48 22 21 20 25 2075 21 34 297
internal_value=0 -3.00503e-08 1.38345e-07 9.32551e-07 -1.84062e-07 -4.67979e-09 -9.29214e-07 8.56236e-08 1.82361e-07 2.99374e-08 1.2446e-07 2.03204e-08 1.12956e-06 -7.66177e-08 -1.81416e-07 -2.57519e-09 -2.07915e-07 -4.8284e-07 -1.51497e-06 -2.20677e-08 5.87401e-07 -5.08302e-07 -1.0072e-08 -2.12156e-10 -1.20301e-08 -2.75976e-09 -4.56374e-08 2.3574e-07 1.28899e-07 4.25389e-08
internal_weight=0 2564 557 85 65 472 42 430 404 348 326 304 56 283 260 239 218 162 50 112 56 72 2540 2515 2494 2474 2097 377 352 331
internal_count=3121 2564 557 85 65 472 42 430 404 348 326 304 56 283 260 239 218 162 50 112 56 72 2540 2515 2494 2474 2097 377 352 331
is_linear=0
shrinkage=0.1


Tree=7908
num_leaves=31
num_cat=0
split_feature=96 15 2 0 15 3 15 12 402 15 2 13 482 13 2 3 13 3 47 39 132 50 1185 43 1185 129 43 12 12 43
split_gain=1.52662e-09 1.68757e-09 1.0336e-08 3.96921e-08 8.76235e-09 5.38537e-09 3.17832e-09 7.96014e-09 5.63983e-09 4.72684e-09 4.13623e-09 3.49639e-09 3.40117e-09 7.92637e-09 3.65243e-09 1.16517e-08 6.58305e-09 1.38667e-08 2.78222e-09 2.36633e-09 2.31969e-09 3.64125e-08 2.27518e-08 3.35697e-09 2.26174e-09 4.34406e-09 2.40578e-09 2.20377e-09 3.09016e-09 5.08904e-09
threshold=0.090365000000000015 -0.10203999999999998 -0.0050599999999999994 -0.09515499999999999 -0.099734999999999976 -0.13309499999999996 -0.11033999999999998 0.088245000000000004 0.095140000000000016 -0.13578499999999996 0.084145000000000011 -0.061684999999999997 0.089925000000000019 0.061215000000000012 0.10402500000000002 -0.055119999999999995 -0.0062949999999999994 0.11658 0.10305500000000002 0.10076500000000001 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 -0.013024999999999998 0.085600000000000009 -0.077709999999999987 -0.013024999999999998 -0.095379999999999979 -0.089199999999999988 -0.081779999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -5 8 -8 9 10 18 -11 13 14 15 -12 19 -18 -4 -16 21 23 -22 -6 25 -24 -26 -27 29 -29
right_child=-2 4 6 5 20 -7 7 -9 -10 11 12 -13 -14 -15 16 -17 17 -19 -20 -21 22 -23 24 -25 26 27 -28 28 -30 -31
leaf_value=5.0688109860175246e-06 -8.4974983199767206e-07 -1.9299768373078527e-06 -1.7639751999354303e-06 1.1353405682257289e-06 -1.0973238489393197e-06 -9.442300909533901e-07 -2.1489100680066094e-06 6.075940109440126e-07 -1.4138457423484853e-06 4.0455084298888067e-07 -5.9739929011729234e-08 2.0367011432296877e-06 -8.2461581101256349e-07 1.7708787798974592e-06 4.8760814202179934e-07 2.6446689346249473e-06 -3.1189666707459333e-06 2.5517636396247764e-07 -9.5976272405096094e-08 -6.2374589606406523e-07 -3.3125118645351731e-06 4.2434561746198424e-06 -1.2831007558239199e-06 4.9123370125225928e-08 -2.033477644742917e-07 6.7795850695703219e-07 1.0990342854551569e-06 -1.8884692528207898e-06 -3.7590895390660739e-09 1.7265767019125634e-07
leaf_weight=20 21 24 20 20 33 33 22 20 24 35 66 21 32 31 82 21 21 29 20 25 21 21 27 113 23 46 37 23 2165 25
leaf_count=20 21 24 20 20 33 33 22 20 24 35 66 21 32 31 82 21 21 29 20 25 21 21 27 113 23 46 37 23 2165 25
internal_value=0 5.75395e-09 1.66042e-07 1.27292e-06 -2.82086e-08 -1.59486e-07 -6.24452e-09 -8.36289e-07 7.53992e-08 1.64089e-07 2.65065e-08 1.01661e-06 1.5113e-07 2.64671e-07 7.33084e-08 5.93048e-07 -2.147e-07 -1.16196e-06 -9.29976e-07 2.27946e-07 -1.01965e-08 3.50011e-07 -3.56104e-08 -2.10005e-07 -6.27755e-09 -2.21848e-08 5.99788e-07 -7.11407e-09 -2.13542e-08 -8.14966e-07
internal_weight=0 3100 542 73 2558 53 469 42 427 403 347 56 307 275 244 87 157 50 40 107 2534 167 2367 146 2346 2286 60 2259 2213 48
internal_count=3121 3100 542 73 2558 53 469 42 427 403 347 56 307 275 244 87 157 50 40 107 2534 167 2367 146 2346 2286 60 2259 2213 48
is_linear=0
shrinkage=0.1


Tree=7909
num_leaves=31
num_cat=0
split_feature=96 15 9 4 2 10 15 48 3 52 132 402 0 2 2 52 2 40 3 12 3 16 45 3 3 13 9 160 1375 160
split_gain=1.23655e-09 1.36701e-09 8.63136e-09 7.67413e-09 3.18836e-08 2.57936e-08 7.09746e-09 5.04434e-09 4.46548e-09 6.82029e-09 3.41464e-09 2.79677e-09 6.16324e-09 3.60821e-09 9.64785e-09 4.37768e-09 4.26431e-09 4.93029e-09 5.93079e-09 6.63767e-09 2.78257e-09 2.48002e-09 2.02003e-09 2.9752e-09 9.96446e-09 4.82331e-09 4.01611e-09 3.28875e-09 5.9132e-09 3.41065e-09
threshold=0.090365000000000015 -0.10203999999999998 -1.0000000180025095e-35 0.053180000000000012 0.084145000000000011 -1.0000000180025095e-35 -0.099734999999999976 0.086125000000000021 -0.070649999999999977 -0.0027449999999999996 0.10720500000000001 0.086855000000000016 0.024095000000000002 0.10402500000000002 0.11293500000000002 0.047850000000000011 0.11728500000000001 -0.050459999999999998 0.13524500000000003 0.088105000000000003 -0.087319999999999995 -0.095964999999999981 0.094030000000000016 -0.013929999999999998 -0.0096849999999999974 -0.15416999999999995 0.088235000000000022 0.11205000000000002 -0.092319999999999985 -0.089974999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -3 -6 9 20 11 12 13 15 -15 -7 -16 -18 19 -19 -9 -10 23 25 -25 -8 -27 28 -26 -30
right_child=-2 6 3 5 7 10 22 8 21 -11 -12 -13 -14 14 16 -17 17 18 -20 -21 -22 -23 -24 24 27 26 -28 -29 29 -31
leaf_value=1.6682705920954634e-06 -7.6477488489347578e-07 -1.7369793986254935e-06 -3.2404713311627671e-06 3.6348615213651925e-06 1.2543283240733438e-06 2.2676492234681562e-07 -1.4880384271790441e-06 3.3977513296468674e-07 -1.7833810258593986e-06 1.6062406875614844e-06 -1.1396127852947302e-06 -6.5732913266661604e-07 1.8958871319408776e-06 -1.910632312501548e-06 1.3768470807917765e-06 2.0110755616542519e-06 9.9950603092138696e-07 -2.1678861080382766e-06 5.1075282339592672e-07 2.1736623580181914e-07 -1.3083498930654971e-06 -2.0857181198152833e-07 -1.0102022815772216e-06 2.0703425535982335e-06 -1.5965885425083843e-06 -1.8456053047206374e-08 -1.4423046116007755e-06 1.1955112125423722e-06 -8.091331769619233e-07 2.514987868933767e-07
leaf_weight=35 21 24 34 22 33 44 23 21 20 26 21 35 22 25 26 20 33 28 37 20 20 20 20 28 21 2082 20 26 34 280
leaf_count=35 21 24 34 22 33 44 23 21 20 26 21 35 22 25 26 20 33 28 37 20 20 20 20 28 21 2082 20 26 34 280
internal_value=0 5.17449e-09 1.49438e-07 4.45874e-08 -4.93631e-07 3.25818e-07 -2.53926e-08 1.73459e-07 -1.59893e-07 3.39262e-07 9.17382e-08 1.80905e-07 2.95957e-07 1.4489e-07 -9.72764e-08 7.84362e-07 2.17542e-07 -3.78977e-08 -4.40654e-07 -1.17403e-06 -4.64188e-07 -9.95976e-07 -9.18187e-09 -1.21831e-09 2.53043e-07 -4.7763e-08 -3.20036e-08 1.12089e-07 2.80023e-08 1.36653e-07
internal_weight=0 3100 542 507 174 333 2558 140 107 67 311 290 255 233 169 64 144 118 85 48 41 40 2534 2514 389 2125 2102 361 335 314
internal_count=3121 3100 542 507 174 333 2558 140 107 67 311 290 255 233 169 64 144 118 85 48 41 40 2534 2514 389 2125 2102 361 335 314
is_linear=0
shrinkage=0.1


Tree=7910
num_leaves=31
num_cat=0
split_feature=10 0 1 16 10 97 34 9 16 2 46 46 15 15 16 15 12 12 2 16 160 15 15 2 15 15 51 3 15 50
split_gain=1.51572e-09 1.59738e-08 1.29734e-08 1.48819e-08 2.2619e-09 1.96291e-09 4.14636e-09 2.19321e-09 5.91777e-09 3.16627e-09 1.58028e-09 1.66831e-09 1.42284e-09 4.67127e-09 9.10049e-09 4.1235e-09 1.00527e-08 3.38504e-09 1.09249e-08 5.26466e-09 4.32474e-09 5.24941e-09 4.53674e-09 5.39944e-09 3.32841e-09 5.91387e-09 1.89144e-08 9.0996e-09 4.28857e-09 3.07129e-09
threshold=-0.011559999999999999 -0.10224499999999999 0.11353000000000001 -0.037154999999999994 -0.38124499999999995 -0.084639999999999979 -0.057544999999999992 0.088235000000000022 -0.087484999999999993 -1.0000000180025095e-35 0.10987500000000001 0.083550000000000013 -0.094549999999999981 -0.096999999999999989 -0.095564999999999983 -0.092489999999999989 0.086565000000000017 0.09364500000000002 0.095040000000000013 -0.10850999999999998 0.099315000000000014 -0.10203999999999998 -0.11345499999999999 0.095040000000000013 -0.091604999999999978 -0.088749999999999982 0.092545000000000016 -0.078344999999999984 -0.087679999999999994 0.090630000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -2 -7 9 -9 -8 11 12 13 17 -15 16 -14 20 -19 -20 21 22 -11 -24 -17 26 27 -26 -27 -30
right_child=5 2 4 -5 -6 6 7 8 -10 10 -12 -13 15 14 -16 24 -18 18 19 -21 -22 -23 23 -25 25 28 -28 -29 29 -31
leaf_value=-2.5975799610478133e-06 -8.8680697274412523e-07 3.5425196961114126e-06 -2.0953886030739001e-07 -3.1518582062517457e-07 -1.5096458711290641e-06 1.0455238689261047e-06 1.023459433033549e-06 3.6556661674088295e-07 -1.9635148896668399e-06 2.9105403490614957e-07 8.9315796998334922e-07 -8.6630252967138821e-07 -2.6680118270405732e-06 2.7194198545998916e-06 -1.6885158136877485e-07 1.0078140885383392e-06 1.574195748082061e-07 -2.0429246690885827e-06 1.3654426184600129e-06 -5.2487369276498024e-07 -1.1964629699096328e-06 1.3910883916124525e-06 3.1360491334453402e-07 -2.0100635543940374e-06 -1.3094446662383539e-06 1.0640013508571812e-06 -3.3571129706770494e-06 1.3229100686814867e-06 -6.1324201436380629e-08 2.6411539607888755e-07
leaf_weight=25 24 20 32 20 23 39 31 24 20 277 20 22 20 20 24 32 34 30 26 34 21 38 20 20 24 38 22 29 1765 347
leaf_count=25 24 20 32 20 23 39 31 24 20 277 20 22 20 20 24 32 34 30 26 34 21 38 20 20 24 38 22 29 1765 347
internal_value=0 -3.48499e-07 2.43364e-07 1.61367e-06 -7.5322e-07 1.39373e-08 2.11989e-08 7.60167e-09 -6.93107e-07 1.82551e-08 7.37099e-09 1.13964e-09 7.90452e-09 1.59083e-07 1.144e-06 -2.54582e-08 -8.89036e-07 6.60869e-08 -4.84799e-07 2.94263e-07 1.97948e-07 2.80434e-07 1.47296e-07 -8.48229e-07 -4.79656e-09 -1.93599e-08 -8.9225e-07 1.309e-07 1.10897e-08 -7.85472e-09
internal_weight=0 120 95 40 55 3001 2977 2938 44 2894 2863 2843 2821 510 44 2311 54 466 90 60 376 355 317 40 2257 2225 75 53 2150 2112
internal_count=3121 120 95 40 55 3001 2977 2938 44 2894 2863 2843 2821 510 44 2311 54 466 90 60 376 355 317 40 2257 2225 75 53 2150 2112
is_linear=0
shrinkage=0.1


Tree=7911
num_leaves=31
num_cat=0
split_feature=123 123 97 1 43 0 159 15 9 15 4 15 15 402 0 482 4 15 3 11 2 47 49 39 10 9 0 0 48 2
split_gain=1.51327e-09 3.25974e-09 4.00826e-09 5.18275e-09 4.09773e-09 2.90115e-09 5.53486e-09 1.998e-09 9.26725e-09 6.85607e-09 6.53102e-09 3.16817e-08 2.85894e-08 6.41426e-09 4.2254e-09 4.07562e-09 5.7745e-09 3.69979e-09 5.14058e-09 6.61485e-09 3.61901e-09 4.28971e-09 5.37921e-09 2.95066e-09 6.83424e-09 5.39919e-09 2.15938e-09 1.26206e-08 7.22803e-09 1.28735e-08
threshold=0.08592000000000001 0.087755000000000014 -0.049229999999999996 0.13707500000000003 -0.077044999999999988 -0.064754999999999993 0.084695000000000006 -0.10203999999999998 -1.0000000180025095e-35 -0.099734999999999976 0.053180000000000012 -0.11033999999999998 -0.11345499999999999 0.095140000000000016 0.0059850000000000016 0.089925000000000019 0.51164000000000009 -0.15914499999999995 0.10299500000000002 1.0000000180025095e-35 0.084145000000000011 0.089785000000000018 0.09567500000000001 -1.0000000180025095e-35 0.053330000000000009 0.085555000000000006 -0.14723999999999998 -0.14116499999999996 -0.072824999999999987 0.10527500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 -4 6 -6 8 -1 -9 11 20 13 14 15 16 17 18 19 -12 -10 22 -22 -11 25 26 28 -28 -25 -30
right_child=1 2 3 -5 5 -7 -8 9 10 23 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=2.0065411987430977e-06 -1.2716841825165051e-06 -1.3850756853831368e-06 5.5576167756754558e-07 1.2349300735906818e-06 -2.3697205944829747e-06 1.9579671908848636e-07 -7.379075961060673e-08 -1.6999874798528936e-06 -8.157565092452732e-07 1.1787079713377309e-06 -2.4606628996826613e-06 -3.673978102597175e-06 3.6256799112379671e-06 -1.4119079540801768e-06 1.3737891578102792e-06 -1.2727035243642606e-06 1.518945155033901e-06 5.8968203787075749e-07 5.1829314311325718e-07 -7.4430627049738314e-08 2.0086159479590074e-06 -1.5045442369891286e-07 2.7750153190726663e-08 -9.4815875336785727e-07 -1.8079503756022559e-06 1.6003339380534143e-06 -2.3180781743311248e-06 -1.2363683438677754e-08 9.6695411364387183e-08 2.2752907935025883e-06
leaf_weight=27 28 21 40 31 21 22 21 24 29 21 21 25 25 26 29 20 29 55 31 26 29 60 26 36 21 21 24 2186 110 36
leaf_count=27 28 21 40 31 21 22 21 24 29 21 21 25 25 26 29 20 29 55 31 26 29 60 26 36 21 21 24 2186 110 36
internal_value=0 -2.78188e-07 -9.98686e-08 1.00053e-07 -2.38228e-07 -7.34472e-07 -1.22176e-06 1.74389e-08 2.09328e-07 -1.80131e-08 9.6742e-08 -3.87943e-07 4.09382e-07 7.01101e-08 2.52728e-07 7.40979e-08 2.4037e-07 -3.84174e-08 -4.81308e-07 -1.14062e-06 1.8255e-07 4.34297e-07 1.07221e-06 -1.57015e-09 -1.17533e-08 3.87873e-09 -1.0137e-08 -3.74031e-08 3.20952e-07 6.33883e-07
internal_weight=0 184 156 135 104 64 42 2937 458 2479 431 169 262 237 211 182 162 133 78 47 144 115 55 2455 2434 2413 2392 2210 182 146
internal_count=3121 184 156 135 104 64 42 2937 458 2479 431 169 262 237 211 182 162 133 78 47 144 115 55 2455 2434 2413 2392 2210 182 146
is_linear=0
shrinkage=0.1


Tree=7912
num_leaves=31
num_cat=0
split_feature=10 0 15 16 11 97 374 34 123 2 4 13 12 1210 13 158 13 2 48 13 4 52 401 13 43 43 2 133 13 133
split_gain=1.59765e-09 1.3825e-08 1.23031e-08 7.8277e-09 1.78525e-09 1.5429e-09 2.49955e-09 1.92129e-09 3.03788e-09 2.20079e-09 2.03513e-08 1.4837e-09 1.34532e-08 2.96543e-08 1.48085e-08 8.15109e-09 6.45246e-09 1.80598e-08 5.49751e-09 1.22276e-08 5.66806e-09 5.43483e-09 4.66195e-09 4.15754e-09 3.80595e-09 6.23064e-09 3.72001e-09 4.8711e-09 2.79991e-09 2.46421e-09
threshold=-0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.059624999999999991 -1.0000000180025095e-35 -0.084639999999999979 0.08987500000000001 -0.010024999999999997 0.084660000000000013 -1.0000000180025095e-35 0.053180000000000012 -0.089109999999999981 0.088245000000000004 -0.077869999999999981 -0.092879999999999976 0.085620000000000016 -0.088319999999999996 0.084715000000000013 0.091635000000000008 -0.16152999999999998 -0.080924999999999983 0.086275000000000004 0.082280000000000006 -0.41572999999999993 -0.080554999999999974 0.10366000000000002 0.084715000000000013 0.085075000000000026 -0.093219999999999983 -0.12788999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6 7 8 -7 10 -9 12 13 -11 22 18 17 -13 19 -15 21 -21 24 -20 -14 -26 -22 28 -28 -27
right_child=4 2 3 -5 5 6 -8 9 -10 11 -12 16 14 15 -16 -17 -18 -19 23 20 26 -23 -24 -25 25 29 27 -29 -30 -31
leaf_value=-2.4501444868292311e-06 9.3309779621059935e-07 1.6496955604831481e-06 3.6191689405384865e-07 -1.9500749027025045e-06 -7.9072381851119646e-07 1.6005625559995205e-07 9.0754339065450686e-07 3.1177865226016454e-06 -1.4836212807784417e-06 -4.2750966576932118e-06 -7.6121872564870406e-07 3.465737128820479e-06 -5.8471117917499085e-07 -2.3746144536648661e-06 2.6798499403061067e-06 1.0523351522514975e-06 1.0571537909175945e-08 -5.3125875795628347e-07 1.5043025007344113e-06 1.6276034223803595e-06 -1.8975739910350361e-06 -4.4699978172246804e-07 -1.1526594569797612e-06 -2.7695047516604782e-07 1.8773073864416979e-06 7.9300125435111121e-07 -5.7091207897504619e-07 -1.6938220841753026e-06 1.0311450705557944e-06 -7.5797877614258187e-07
leaf_weight=25 21 36 32 27 24 23 31 21 22 20 38 20 27 38 28 39 2330 26 20 23 24 28 23 38 31 20 24 21 20 21
leaf_count=25 21 36 32 27 24 23 31 21 22 20 38 20 27 38 28 39 2330 26 20 23 24 28 23 38 31 20 24 21 20 21
internal_value=0 -3.57794e-07 1.92825e-07 -6.96113e-07 1.43099e-08 7.83524e-09 1.43188e-08 4.85215e-09 -6.43519e-07 1.4983e-08 6.19444e-07 2.34091e-09 -1.65236e-07 -5.5731e-07 6.05843e-07 -2.86925e-07 3.37263e-08 1.20657e-06 -5.08244e-07 -7.8375e-07 -3.51944e-07 4.88606e-07 1.29841e-07 3.37275e-07 4.27796e-07 8.07486e-07 -8.33607e-07 -4.40758e-07 1.57296e-07 -1.40315e-09
internal_weight=0 120 95 59 3001 2980 2956 2925 45 2880 59 2821 445 295 150 275 2376 46 236 178 140 51 122 58 99 72 89 65 44 41
internal_count=3121 120 95 59 3001 2980 2956 2925 45 2880 59 2821 445 295 150 275 2376 46 236 178 140 51 122 58 99 72 89 65 44 41
is_linear=0
shrinkage=0.1


Tree=7913
num_leaves=31
num_cat=0
split_feature=1203 132 403 133 1211 1212 52 1185 1186 391 129 0 3 128 42 42 402 160 12 2 12 16 2 1 2 43 0 13 0 43
split_gain=1.30601e-09 1.11982e-08 3.72692e-08 4.19877e-08 3.51595e-08 7.13972e-09 6.62082e-09 1.64004e-09 1.7956e-09 2.49133e-09 2.48961e-09 1.67354e-09 1.65292e-09 3.76412e-09 4.65788e-09 5.75859e-09 5.04702e-09 3.32843e-09 3.82516e-09 6.76983e-09 6.10724e-09 9.81822e-09 6.96339e-09 4.87503e-09 8.36417e-09 4.53321e-09 2.86856e-09 7.91917e-09 3.31885e-09 2.81241e-09
threshold=0.084795000000000023 -0.083284999999999984 -0.074254999999999988 -0.080849999999999991 0.10167000000000002 0.087505000000000013 0.086965000000000015 0.093750000000000014 0.089315000000000019 -0.086319999999999994 -0.04689999999999999 0.22582000000000002 -0.096544999999999978 0.085955000000000018 -0.106335 -0.095859999999999987 0.081585000000000019 0.08325500000000001 0.10149500000000002 0.090175000000000019 0.098150000000000015 0.62925500000000012 0.11585500000000001 0.10337500000000001 0.09678500000000001 -0.14169499999999999 0.10455500000000001 -0.033284999999999988 0.051010000000000007 -0.24021999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 6 -3 8 9 -1 -11 12 13 14 16 -16 -12 18 20 -20 21 22 23 24 25 -17 28 -28 29 -14
right_child=1 4 -4 -5 -6 -7 -8 -9 -10 10 11 -13 26 -15 15 17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.1286725043646586e-06 4.6634948069407511e-08 2.7630156469626858e-06 -2.2645607657523217e-06 6.3115643474986892e-06 -4.1261590916974456e-06 -7.1594106311560314e-07 2.4907898276441385e-07 -9.1698333221756927e-07 7.486910558987626e-07 1.1031188269328141e-06 -2.0665258247731798e-06 -8.8529997232068469e-07 7.0254882280096358e-07 1.1466689575930409e-06 1.8451436324085081e-06 -7.6638333361891213e-07 1.0553975520768134e-07 -8.3967516957272896e-07 5.5674864727604599e-07 -1.383333451670026e-06 1.8378138432896005e-06 -1.7380985167145138e-06 2.2138941801586045e-06 -1.1476450998254057e-06 1.77932408489154e-06 5.0905764497300476e-07 -2.3335962102777332e-06 2.3531533694646595e-07 1.0967467001312169e-06 -5.561475375646245e-08
leaf_weight=20 23 20 20 20 20 24 22 20 31 20 20 22 50 36 20 44 23 34 35 37 26 23 20 22 36 76 20 30 26 2281
leaf_count=20 23 20 20 20 20 24 22 20 31 20 20 22 50 36 20 44 23 34 35 37 26 23 20 22 36 76 20 30 26 2281
internal_value=0 2.88906e-07 1.30179e-06 2.96056e-06 -4.5309e-07 6.59962e-07 1.44619e-06 -1.44856e-08 -8.37113e-09 -1.64057e-08 -8.73752e-09 -1.64561e-08 -9.77032e-09 1.65694e-07 8.08016e-08 1.94414e-07 -9.04723e-07 1.00889e-07 2.01137e-07 -4.40238e-07 3.88096e-07 2.17541e-07 4.44711e-07 2.45927e-07 4.42456e-07 4.1396e-08 -4.27199e-08 -7.92249e-07 -2.68199e-08 -3.93521e-08
internal_weight=0 149 63 43 86 66 42 2972 2952 2921 2901 2881 2859 452 416 373 43 353 319 72 247 221 198 178 156 120 2407 50 2357 2331
internal_count=3121 149 63 43 86 66 42 2972 2952 2921 2901 2881 2859 452 416 373 43 353 319 72 247 221 198 178 156 120 2407 50 2357 2331
is_linear=0
shrinkage=0.1


Tree=7914
num_leaves=31
num_cat=0
split_feature=1203 42 12 401 1210 12 1208 1209 1209 1209 13 401 15 12 133 1210 133 133 481 484 457 155 1447 484 43 51 2 43 12 1454
split_gain=1.78862e-09 2.74945e-09 5.22096e-09 1.43336e-09 1.67349e-09 1.16048e-08 1.89064e-09 8.68906e-09 2.04e-09 2.05526e-09 7.93306e-09 1.90747e-09 6.31288e-09 3.73473e-09 3.68169e-09 4.11629e-09 1.51996e-09 1.68458e-08 8.56587e-09 7.79669e-09 7.87495e-09 8.29599e-09 7.35234e-09 6.93277e-09 6.91162e-09 1.26056e-08 1.20949e-08 1.10246e-08 6.22486e-09 6.11011e-09
threshold=0.090185000000000001 -0.067534999999999998 0.090695000000000012 0.13837000000000002 -0.13847499999999999 0.092355000000000007 0.11846000000000001 0.11240000000000001 -0.087714999999999987 -0.065739999999999979 -0.064619999999999983 -0.078179999999999986 0.097485000000000016 0.096210000000000004 0.51114000000000004 0.0028200000000000005 0.09112000000000002 0.090310000000000015 -0.086219999999999977 -0.074759999999999979 0.083415000000000017 0.10022500000000002 0.059120000000000013 -0.14408499999999999 -0.073404999999999984 -0.070119999999999974 0.093680000000000013 -0.097804999999999989 0.089735000000000023 0.10642000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 8 -6 10 -10 12 13 -11 15 16 17 22 -18 23 21 24 29 -20 25 -21 28 -28 -27 -13
right_child=1 2 -4 -5 6 -7 -8 -9 9 11 -12 14 -14 -15 -16 -17 18 -19 19 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-7.05246420831386e-07 -4.0933006793555091e-07 -1.8147878481910163e-07 1.8868637111014462e-06 -8.5542019292006453e-07 8.1208672024028295e-07 2.1510722799575889e-06 9.290400615078571e-07 -2.003103489559263e-06 5.7743189856296346e-07 9.2853676664083701e-07 -2.0515186918146355e-06 2.7668017189759721e-08 1.9179626380347062e-06 -7.0278706263909244e-07 -9.9761505455606587e-07 1.2221261019678625e-06 -2.0323817570518562e-06 2.6473192273594279e-06 9.4247712922879155e-09 -2.9372155374310889e-06 1.5645610972114811e-06 1.5678118455753066e-06 -1.3952641230736463e-06 2.4740592239357374e-06 5.4498826281726594e-08 1.1182353451033576e-06 -5.608092491134661e-08 -2.8913539358965681e-06 -7.0789356211012749e-07 -1.3230825750136265e-06
leaf_weight=33 23 23 26 20 30 25 21 22 24 23 22 2227 22 36 38 27 24 24 25 27 22 20 38 21 113 40 24 32 35 34
leaf_count=33 23 23 26 20 30 25 21 22 24 23 22 2227 22 36 38 27 24 24 25 27 22 20 38 21 113 40 24 32 35 34
internal_value=0 4.92637e-07 9.16009e-07 -1.16304e-08 -6.05903e-09 5.25925e-07 -1.64445e-08 -2.3175e-08 -8.29851e-09 -1.67911e-08 -6.79892e-07 -6.09593e-09 4.72237e-07 -6.68473e-08 -2.00782e-08 -6.48643e-09 -1.87453e-08 1.16864e-08 -2.03322e-07 -8.1045e-08 -2.597e-07 -3.97616e-07 -1.58278e-08 1.13458e-06 -5.42666e-07 -9.69753e-07 -5.64245e-07 -1.67624e-06 2.66042e-07 7.35598e-09
internal_weight=0 72 49 3049 3029 58 2971 2950 2928 2898 46 2852 81 59 2771 2733 2706 2323 383 359 313 291 2299 46 271 158 131 56 75 2261
internal_count=3121 72 49 3049 3029 58 2971 2950 2928 2898 46 2852 81 59 2771 2733 2706 2323 383 359 313 291 2299 46 271 158 131 56 75 2261
is_linear=0
shrinkage=0.1


Tree=7915
num_leaves=31
num_cat=0
split_feature=132 1185 43 12 39 484 158 457 39 34 9 10 12 12 45 3 16 51 52 124 151 3 16 42 3 150 151 456 42 151
split_gain=1.46447e-09 8.16024e-09 3.17692e-09 3.87692e-09 1.44231e-09 4.41977e-09 1.12983e-08 4.13149e-09 4.93368e-09 3.81897e-09 8.38472e-09 8.06865e-09 5.06624e-09 3.1619e-09 6.02235e-09 5.16242e-09 3.14279e-09 2.65447e-09 3.41799e-09 3.04614e-09 1.63555e-09 7.02535e-09 1.47206e-08 2.57377e-08 1.127e-08 7.52576e-09 5.80407e-09 4.66575e-09 4.21309e-09 3.97399e-09
threshold=-0.083174999999999985 -0.083264999999999992 -0.011244999999999998 0.087385000000000004 0.08512500000000002 0.090535000000000018 0.093160000000000007 0.084650000000000017 0.087150000000000019 -0.057544999999999992 0.091600000000000015 -0.0093599999999999985 -0.094384999999999983 -0.010834999999999999 0.084355000000000013 -0.0049599999999999991 -0.074319999999999983 -0.23681499999999997 -0.094124999999999986 1.0000000180025095e-35 -0.085134999999999975 -0.086424999999999988 -0.008069999999999999 0.083715000000000026 -0.087429999999999994 0.084680000000000019 -0.14326499999999998 0.087015000000000023 -0.090989999999999988 -0.083919999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 9 6 7 8 -6 -3 11 -11 16 15 20 -14 -13 -10 -19 -20 21 24 23 26 25 28 -23 -24 -15 -22
right_child=1 4 -4 -5 5 -7 -8 -9 17 10 -12 12 13 14 -16 -17 -18 18 19 -21 29 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.3392085817110416e-07 1.9830539540201981e-06 1.0981318809805971e-06 -6.2126841398516988e-08 -2.0376213785766596e-06 -1.4940319526128102e-06 -1.3741486523501628e-06 1.9518902900017564e-06 8.2859413168989699e-07 -1.3087285014989903e-06 1.6676358900250913e-06 -1.4789500056622275e-06 2.0203517568972985e-06 -1.8786605168137929e-06 7.9249900863942457e-07 1.3996976806098364e-06 2.6402082472610674e-07 2.4756084371801994e-07 1.0430851835221604e-06 -5.0313964751258297e-07 5.9789222550676868e-07 -1.3103593990611748e-06 -9.3742733042745385e-07 -1.2993545446933711e-06 4.1291681466443859e-06 -2.2021561203473542e-06 1.7127780954713973e-06 1.3345154941460983e-06 6.3115384624065229e-07 -9.9266911585497528e-07 -1.621650754641079e-08
leaf_weight=23 21 33 179 20 36 29 25 30 20 30 37 20 23 20 31 22 20 23 117 32 24 22 31 27 25 24 23 21 39 2094
leaf_count=23 21 33 179 20 36 29 25 30 20 30 37 20 23 20 31 22 20 23 117 32 24 22 31 27 25 24 23 21 39 2094
internal_value=0 1.89564e-08 -2.47537e-07 -1.01936e-06 4.62493e-09 -1.98394e-07 -7.79098e-08 -2.74596e-07 -4.19752e-07 2.93099e-08 1.53853e-08 3.75369e-08 1.7706e-08 -6.98766e-10 1.4996e-08 -8.31127e-07 1.13396e-06 -2.18325e-07 -9.15339e-08 -2.66676e-07 -3.27026e-09 2.48797e-07 7.62357e-07 1.68831e-06 -3.40846e-07 2.1979e-07 2.23788e-07 -5.19726e-07 -3.87527e-07 -3.0881e-08
internal_weight=0 2899 222 43 2878 312 283 258 228 2566 2533 2496 2466 2426 2381 45 40 192 172 149 2350 232 124 72 108 83 45 52 59 2118
internal_count=3121 2899 222 43 2878 312 283 258 228 2566 2533 2496 2466 2426 2381 45 40 192 172 149 2350 232 124 72 108 83 45 52 59 2118
is_linear=0
shrinkage=0.1


Tree=7916
num_leaves=31
num_cat=0
split_feature=10 16 13 4 45 11 1203 1 1204 1185 1185 393 1186 129 1184 1427 157 151 12 151 151 3 49 51 1 4 472 147 15 1428
split_gain=1.57043e-09 1.37961e-08 2.12824e-08 4.08564e-09 1.78298e-09 1.15644e-08 1.44107e-09 2.59597e-09 1.51158e-09 1.44345e-09 1.45217e-09 1.46702e-09 1.43376e-09 2.29568e-09 3.54121e-09 1.53517e-09 4.65563e-09 2.00336e-09 1.1052e-08 2.86467e-09 2.9744e-09 2.16263e-09 6.90741e-09 1.1926e-08 8.95865e-09 5.17509e-09 4.67241e-09 4.12499e-09 3.23298e-09 3.07833e-09
threshold=-0.011559999999999999 -0.056919999999999991 -0.013634999999999998 0.41555500000000006 0.094030000000000016 -1.0000000180025095e-35 0.090185000000000001 0.08844500000000001 -0.078604999999999994 0.093750000000000014 -0.089384999999999978 0.10856500000000001 0.089315000000000019 -0.077709999999999987 0.084515000000000021 0.089335000000000012 -0.077809999999999976 0.13340000000000005 0.087075000000000014 0.10561000000000002 0.092070000000000013 0.11658 -0.043469999999999995 0.090560000000000015 0.11690500000000002 -0.00027999999999999998 -0.38234499999999999 0.097985000000000017 -0.18895499999999996 0.087445000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 9 8 -8 10 -7 12 13 -12 15 17 -17 19 -19 20 21 26 24 25 -23 -24 -15 29 -27 -28
right_child=4 -3 -4 -5 -6 6 7 -9 -10 -11 11 -13 -14 14 -16 16 -18 18 -20 -21 -22 22 23 -25 -26 28 27 -29 -30 -31
leaf_value=5.5972673007115902e-07 2.4191690641828245e-06 1.2831196721031625e-06 -3.8136373166794547e-06 -1.0675710457151042e-06 -6.8533697496301717e-07 -6.9051759264008678e-07 7.0548902664830341e-07 1.4164919626580287e-06 -3.8581522503022826e-07 -8.1157124275870791e-07 -8.6095881967242262e-07 7.566026565742645e-07 7.1394908575582256e-07 -1.4804108807518128e-06 1.3302193815434295e-06 1.5281702644642793e-06 -3.0596969912538396e-07 9.7254503145904907e-07 -2.3120892828996732e-06 1.1057505478516839e-06 -1.2005014263360454e-06 2.9716527541268082e-06 1.6617858648260154e-06 -2.2933544750003423e-06 2.0058003359833621e-07 4.7552261056201436e-07 -1.8855567750758548e-08 -1.4464748704767772e-06 -8.7657608958124913e-07 8.8851196431661312e-07
leaf_weight=36 20 36 21 27 36 30 22 20 30 22 31 26 28 22 20 25 31 20 21 23 21 20 24 20 28 48 2327 20 28 38
leaf_count=36 20 36 21 27 36 30 22 20 30 22 31 26 28 22 20 25 31 20 21 23 21 20 24 20 28 48 2327 20 28 38
internal_value=0 -3.54736e-07 -1.05667e-06 -1.37687e-07 1.4184e-08 2.26773e-08 6.40236e-09 4.4828e-07 7.58904e-08 -4.67149e-09 1.55502e-09 8.91489e-09 1.95965e-09 -5.24516e-09 4.45043e-09 -5.31223e-09 5.12843e-07 -1.62208e-08 -7.09829e-07 -5.36244e-09 -1.52067e-08 -5.54018e-09 3.41345e-07 -6.41939e-08 1.35519e-06 3.81638e-07 -2.97516e-08 -1.63702e-08 -2.2619e-08 -4.2763e-09
internal_weight=0 120 84 63 3001 2965 2945 72 52 2873 2851 2821 2795 2767 2736 2716 56 2660 41 2619 2596 2575 168 120 48 100 2407 2385 76 2365
internal_count=3121 120 84 63 3001 2965 2945 72 52 2873 2851 2821 2795 2767 2736 2716 56 2660 41 2619 2596 2575 168 120 48 100 2407 2385 76 2365
is_linear=0
shrinkage=0.1


Tree=7917
num_leaves=31
num_cat=0
split_feature=11 156 1426 13 133 133 480 51 51 483 52 160 2 160 49 157 1456 52 12 12 12 3 403 16 1213 16 42 43 13 133
split_gain=1.40744e-09 1.35079e-09 1.78985e-09 1.34825e-09 6.0338e-09 9.88361e-09 4.26151e-09 4.0845e-09 9.63531e-09 8.39476e-09 7.69643e-09 4.74932e-09 9.57916e-09 6.77715e-09 5.04805e-09 6.31179e-09 6.42499e-09 6.28725e-09 6.13236e-09 1.35217e-08 1.33963e-08 9.67651e-09 2.28821e-08 1.77858e-08 2.93545e-08 2.77536e-08 1.43934e-08 5.33706e-09 5.22635e-09 4.69346e-09
threshold=-0.072629999999999986 0.32523500000000005 -0.085619999999999988 -0.084034999999999985 0.11524500000000001 0.10622000000000002 -0.086154999999999982 -0.085734999999999992 -0.085164999999999977 0.085765000000000022 -0.085984999999999992 0.085045000000000023 0.10060500000000001 0.043720000000000009 -0.0083799999999999986 -0.081579999999999986 0.081770000000000023 0.092965000000000006 0.084405000000000022 0.085055000000000006 0.082480000000000012 -0.078724999999999976 0.022375000000000003 -0.088159999999999988 -0.059794999999999994 -0.092484999999999984 0.087665000000000007 -0.080084999999999976 -0.41572999999999993 0.087285000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -5 9 -9 10 -4 13 29 14 15 -10 -17 18 20 -20 28 23 -23 25 -25 26 -21 -26 -16 -13
right_child=1 -3 3 6 -6 -7 -8 8 11 -11 -12 12 -14 -15 17 16 -18 -19 19 21 -22 22 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-8.1590479199110723e-07 -8.6013358272888729e-07 8.0482371318101375e-07 2.7775799097184975e-07 1.4040031967100652e-06 -1.7704930022383841e-06 2.0376541773326939e-06 3.5455787068012443e-08 -2.2874171875065216e-06 1.9181975100461084e-06 -1.0700543433423654e-06 2.7738437075814071e-06 -7.085624478632186e-07 -2.6592092288930352e-06 1.7045077418680938e-06 5.9491943451830877e-07 4.899976292280696e-07 -1.3619237091441631e-06 3.3420244951172776e-07 1.6852398556800516e-06 -3.1838349221808519e-06 -2.7896992321529982e-06 2.4077367174690779e-06 -1.7274055331338037e-06 -5.1659333383300002e-06 4.5088108632543566e-07 2.8387626186416198e-06 7.8333673283587395e-08 -1.6146220026524226e-06 -1.0081546581402091e-06 1.0679360065068977e-06
leaf_weight=21 24 21 30 23 21 22 2121 21 24 21 21 58 21 22 33 101 23 142 34 21 32 32 23 21 22 26 38 29 53 20
leaf_count=21 24 21 30 23 21 22 2121 21 24 21 21 58 21 22 33 101 23 142 34 21 32 32 23 21 22 26 38 29 53 20
internal_value=0 5.52686e-09 7.53349e-11 6.83311e-09 -9.50808e-08 -5.55486e-08 5.0137e-08 -1.08602e-07 -1.73843e-07 6.12671e-07 1.30556e-06 -1.16572e-07 -7.63447e-07 -2.18372e-08 -7.99099e-08 4.33799e-07 1.46496e-07 -2.30165e-07 -4.5033e-07 -1.66056e-07 -1.04297e-06 -4.62962e-07 6.78495e-07 -8.62836e-07 -2.0193e-06 1.16753e-07 -1.08278e-06 -7.23621e-07 -3.93022e-07 -2.5305e-07
internal_weight=0 3100 3079 3055 911 890 2144 868 796 72 51 775 99 676 654 148 124 506 364 246 118 212 55 157 72 85 59 51 86 78
internal_count=3121 3100 3079 3055 911 890 2144 868 796 72 51 775 99 676 654 148 124 506 364 246 118 212 55 157 72 85 59 51 86 78
is_linear=0
shrinkage=0.1


Tree=7918
num_leaves=31
num_cat=0
split_feature=123 123 97 1 1 43 39 9 3 33 33 34 44 158 15 4 4 15 42 52 12 2 1 43 49 12 15 42 159 160
split_gain=1.36052e-09 2.83582e-09 3.35935e-09 4.80849e-09 3.7255e-09 2.0088e-09 1.65251e-09 3.92703e-09 2.38139e-08 4.46016e-09 1.8198e-09 3.75598e-09 1.60101e-09 3.94144e-09 1.66851e-09 6.62546e-09 1.77897e-08 8.32871e-09 8.56477e-09 6.5856e-09 5.88448e-09 6.99967e-09 4.95431e-09 7.11866e-09 6.188e-09 3.7237e-09 3.52524e-09 7.56146e-09 7.6509e-09 1.21681e-08
threshold=0.08592000000000001 0.087755000000000014 -0.049229999999999996 0.13707500000000003 0.12656000000000003 -0.077044999999999988 -1.0000000180025095e-35 0.091600000000000015 -0.014944999999999998 -1.0000000180025095e-35 0.085305000000000006 -0.085114999999999982 0.099360000000000018 -0.47356499999999996 -0.094549999999999981 0.053180000000000012 0.015030000000000002 -0.10653 -0.042239999999999993 -0.19683499999999995 0.094375000000000014 0.090310000000000015 0.089370000000000019 -0.084999999999999978 -0.008624999999999999 0.10806000000000002 -0.088749999999999982 -0.0060199999999999993 -0.092414999999999983 -0.087429999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 5 -4 -1 9 -9 -8 11 -11 13 -13 15 16 19 25 -19 -15 21 22 23 -21 -25 -17 27 -16 -29 -30
right_child=1 2 3 -5 -6 -7 7 8 -10 10 -12 12 -14 14 26 17 -18 18 -20 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=7.2017553021175979e-07 -1.1904378076061612e-06 -1.2740527127096444e-06 7.4352056802506902e-07 1.1786875065368923e-06 -1.1587355178591915e-06 -3.1369359049211021e-07 1.4425714094944522e-06 1.0531201163412963e-06 -3.2556530495343319e-06 1.386272290346824e-06 -8.3620620989677264e-07 1.2438816547990848e-06 -7.5533959813111769e-07 1.9678820210953875e-06 1.1966819497304287e-06 -5.3887432291294568e-08 3.4267140968324839e-06 -5.8225639453336377e-08 -2.8816177248137094e-06 8.3887559697821476e-07 -1.3606628073148386e-06 1.4985648273355573e-06 1.3124027142501812e-06 -2.4635447274334868e-06 -3.0924743734672692e-07 1.3222923769262707e-06 5.7724085026123694e-09 8.1895168625578657e-07 -3.351388981229775e-06 -6.2986969484397735e-07
leaf_weight=33 28 21 32 31 31 41 22 29 23 20 25 26 27 21 23 185 20 22 21 31 24 38 21 20 40 22 2107 25 20 92
leaf_count=33 28 21 32 31 31 41 22 29 23 20 25 26 27 21 23 185 20 22 21 31 24 38 21 20 40 22 2107 25 20 92
internal_value=0 -2.63791e-07 -9.74703e-08 8.55536e-08 -2.40284e-07 1.49743e-07 1.65184e-08 8.52229e-09 -8.52683e-07 2.42245e-08 1.31985e-08 2.07689e-08 1.09628e-08 1.84647e-08 6.80258e-09 1.79356e-07 5.86391e-07 -1.70695e-07 -1.43709e-06 2.95076e-07 9.3186e-08 3.25802e-07 -7.20999e-08 -3.91601e-07 -1.02735e-06 9.23732e-08 -2.8591e-08 -4.81114e-07 -7.62788e-07 -1.11586e-06
internal_weight=0 184 156 135 104 73 2937 2904 52 2852 2830 2805 2785 2758 2732 465 215 250 43 195 174 150 112 91 60 207 2267 160 137 112
internal_count=3121 184 156 135 104 73 2937 2904 52 2852 2830 2805 2785 2758 2732 465 215 250 43 195 174 150 112 91 60 207 2267 160 137 112
is_linear=0
shrinkage=0.1


Tree=7919
num_leaves=31
num_cat=0
split_feature=33 9 16 13 2 1213 1211 1211 1200 128 128 128 4 128 12 12 128 400 402 12 4 3 12 13 390 1213 3 1186 402 1210
split_gain=1.2867e-09 1.96408e-09 4.47487e-08 2.11747e-08 1.99223e-09 1.27102e-09 1.52905e-09 4.12692e-09 1.36959e-09 2.02324e-09 4.84085e-09 1.46835e-09 3.54144e-09 2.15567e-09 6.33527e-09 1.2417e-08 4.73153e-09 2.26891e-09 2.57322e-09 9.33251e-09 4.38283e-08 1.91702e-08 3.69536e-09 7.87001e-09 3.16657e-09 3.02275e-09 9.97336e-09 4.56543e-09 3.87012e-09 4.91262e-09
threshold=-0.009184999999999997 0.088235000000000022 -0.056919999999999991 -0.076384999999999995 -0.045829999999999989 0.51370000000000016 0.11986000000000001 0.11301500000000002 0.090100000000000013 0.11170500000000001 0.11876500000000001 0.10318000000000001 -0.085409999999999986 0.090375000000000025 0.092655000000000015 0.087765000000000024 0.085955000000000018 -0.39724499999999996 0.10708500000000001 0.088245000000000004 -0.077999999999999986 -0.085784999999999986 0.093535000000000021 -0.020934999999999999 0.089065000000000019 0.10336000000000002 -0.083654999999999993 -0.090804999999999983 -0.45015499999999992 0.24726500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 7 8 9 11 -11 13 -13 16 15 -15 17 -6 24 21 -21 -20 -22 -24 25 27 -27 -19 -29 -30
right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 -12 12 -14 14 -16 -17 -18 18 19 20 22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-6.4105020082787377e-07 -7.0612593770391642e-07 8.1075845727078235e-07 4.4669220087456547e-06 -3.6382535165557785e-06 -1.0185569661561288e-06 7.9882912814355226e-07 -6.779406617876262e-07 1.438142680854071e-06 7.0565778497877075e-07 -1.8079392189985723e-06 8.3905389134854068e-08 -3.4493608807125661e-07 1.374462061448867e-06 3.8458790586879508e-07 8.2213896402685182e-07 -3.0969878622499895e-06 1.3232377204564761e-06 1.1727167213504084e-06 1.3411722792229572e-06 4.7038267155130599e-06 -1.0985770998182677e-06 -2.3035532564108509e-06 1.7550598655480783e-06 -9.2250758983857899e-07 -1.166377286310194e-06 1.0518649082769116e-06 -1.7332841903478563e-06 -1.2492573096096749e-06 -1.2423240771386693e-08 1.488868233743481e-06
leaf_weight=31 40 23 20 20 22 20 33 20 27 21 38 23 25 21 21 20 27 33 27 24 29 31 21 23 24 20 36 25 2354 22
leaf_count=31 40 23 20 20 22 20 33 20 27 21 38 23 25 21 21 20 27 33 27 24 29 31 21 23 24 20 36 25 2354 22
internal_value=0 6.42865e-09 5.59061e-07 -1.25855e-06 -5.07311e-09 4.31495e-09 -1.04073e-09 6.57267e-09 -3.2528e-09 -9.88272e-09 -5.89463e-07 2.20895e-09 5.50584e-07 -7.25939e-09 -5.90298e-07 -1.31374e-06 6.04024e-09 -7.17579e-09 1.16081e-09 3.96601e-07 9.96615e-07 -6.06871e-07 -2.22194e-07 3.55422e-07 -2.322e-08 -1.22016e-08 -7.38588e-07 4.51069e-09 -1.15455e-08 1.47761e-09
internal_weight=0 3090 63 43 3027 2987 2967 2934 2914 2887 59 2828 48 2780 62 41 2718 2691 2669 155 97 58 73 44 2514 2490 56 2434 2401 2376
internal_count=3121 3090 63 43 3027 2987 2967 2934 2914 2887 59 2828 48 2780 62 41 2718 2691 2669 155 97 58 73 44 2514 2490 56 2434 2401 2376
is_linear=0
shrinkage=0.1


Tree=7920
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1210 403 13 4 12 52 0 4 129 1184 1212 1210 401 401 50 43 16 402 52 13 15 121 0 9 10 11 13
split_gain=1.48077e-09 2.15736e-09 1.3022e-09 2.56245e-09 1.36089e-09 4.2782e-09 4.7143e-09 4.56995e-09 5.16667e-09 4.00614e-09 2.87001e-09 2.68662e-09 5.58612e-09 3.21315e-09 9.45047e-09 2.49555e-09 6.83449e-09 2.43174e-09 2.23335e-09 3.42292e-09 2.08413e-09 1.97806e-09 1.97235e-09 7.40552e-09 6.07142e-09 4.34411e-09 2.48922e-09 5.09338e-09 2.68548e-09 2.25147e-09
threshold=0.12461500000000002 0.10837500000000001 0.23460000000000003 -0.13847499999999999 0.088465000000000002 -0.0065549999999999992 -0.081984999999999988 0.090345000000000023 0.089575000000000016 -0.099059999999999995 0.23246000000000003 -0.077709999999999987 0.089075000000000015 -0.092474999999999988 -0.08861999999999999 0.076195000000000013 0.084055000000000019 0.093680000000000013 -0.15323999999999996 -0.08595499999999999 0.11522000000000002 0.092650000000000024 0.24813000000000004 -0.56020999999999987 -0.094339999999999993 -0.059114999999999994 0.092890000000000014 0.053330000000000009 -1.0000000180025095e-35 0.11217000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 6 -6 -7 -9 10 -8 -5 13 -13 -15 22 -17 20 -18 -20 21 -11 23 -16 -25 -24 27 28 -26 -30
right_child=-2 -3 -4 4 5 7 9 8 -10 17 -12 12 -14 14 15 16 18 -19 19 -21 -22 -23 25 24 26 -27 -28 -29 29 -31
leaf_value=9.9358718629743562e-07 -8.5770750843039426e-07 9.704175747184189e-07 -6.2649102877306486e-07 -9.6491996828262935e-07 1.6546224909082716e-06 -1.2510312619356764e-06 1.8994296743542129e-06 9.5642132691864379e-07 -1.0584045338646319e-06 -1.5733192407196838e-06 2.6504156419481329e-07 1.0591747569479697e-06 1.5736332505350053e-06 -2.0555371184341114e-06 1.7630678816734265e-06 -2.1587555033875104e-06 7.6120960970497857e-07 7.5566542410143713e-07 3.0413295833648807e-07 -1.1255481364390686e-06 2.8293689106489571e-07 -1.8372967482654142e-07 8.2301451568996115e-08 -1.6558765739592798e-06 1.172293777145228e-06 -1.5480699333308552e-06 8.3821897097398822e-07 -1.180043451319711e-06 -7.7980851910026643e-09 5.9357822230765582e-07
leaf_weight=26 20 23 33 30 30 34 21 35 20 20 22 27 22 23 24 20 22 24 34 33 26 21 44 22 20 26 36 36 2283 64
leaf_count=26 20 23 33 30 30 34 21 35 20 20 22 27 22 23 24 20 22 24 34 33 26 21 44 22 20 26 36 36 2283 64
internal_value=0 5.52051e-09 -1.68958e-09 5.08167e-09 -3.43146e-09 2.18565e-07 5.21495e-07 -3.39645e-07 2.23757e-07 2.6781e-07 1.06323e-06 -2.3737e-08 -1.3417e-08 -2.62818e-08 -3.71889e-08 -1.97632e-08 -4.88358e-07 -1.08048e-07 -1.12988e-07 -4.00038e-07 -4.17438e-07 -8.61578e-07 2.27774e-10 1.49741e-08 -2.07359e-09 -5.23265e-07 1.28439e-08 4.78689e-10 1.84334e-08 8.60076e-09
internal_weight=0 3101 3078 3045 3019 253 164 89 55 134 43 2766 2736 2714 2687 2664 109 91 89 67 67 41 2555 2485 2461 70 2439 2403 2367 2347
internal_count=3121 3101 3078 3045 3019 253 164 89 55 134 43 2766 2736 2714 2687 2664 109 91 89 67 67 41 2555 2485 2461 70 2439 2403 2367 2347
is_linear=0
shrinkage=0.1


Tree=7921
num_leaves=31
num_cat=0
split_feature=11 132 1185 43 12 1208 1208 42 42 1213 42 42 1447 403 1209 2 42 52 42 15 2 1 1 0 160 131 52 3 403 0
split_gain=1.25698e-09 1.28369e-09 6.28298e-09 2.45421e-09 3.17383e-09 1.23278e-09 1.87534e-09 1.37813e-09 1.45004e-08 3.04214e-08 1.16492e-08 9.85076e-09 4.24873e-09 8.29415e-09 6.05218e-09 5.0178e-09 4.18362e-08 5.42549e-08 1.82598e-08 2.17691e-08 1.76877e-08 9.05534e-09 2.16281e-08 1.18099e-08 9.2275e-09 7.45186e-09 1.06406e-08 6.45965e-09 9.14281e-09 7.57663e-09
threshold=-0.072629999999999986 -0.083174999999999985 -0.083264999999999992 -0.011244999999999998 0.087385000000000004 0.12461500000000002 0.10837500000000001 0.087505000000000013 0.086950000000000013 -0.020279999999999996 0.086730000000000015 0.087745000000000004 -0.086424999999999988 -0.55276999999999987 -0.087714999999999987 0.091055000000000011 0.090395000000000017 0.088785000000000017 0.093175000000000022 0.091295000000000015 0.09358000000000001 0.093890000000000015 0.092695000000000013 -0.080499999999999988 -0.072114999999999985 0.090495000000000006 0.25317500000000004 -0.082334999999999978 -0.08101499999999999 -0.088544999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 8 10 -10 -4 -9 -13 -14 -15 21 17 -17 19 -18 -20 22 23 25 -23 26 27 29 -29 -16
right_child=1 2 5 -5 -6 -7 -8 11 9 -11 -12 12 13 14 15 16 18 -19 20 -21 -22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-7.7107170758002527e-07 -1.0372071850670379e-07 1.7464708445827238e-06 3.8436139050979421e-08 -6.3521764702384557e-08 -1.8261729599089452e-06 -7.7193637480377221e-07 9.5742447001612176e-07 -1.9019014547781951e-06 4.6537138273162697e-06 -1.6066049689860458e-07 -2.3309298913296691e-06 1.3424250123638228e-06 -2.0780901058969906e-06 1.6190225861381888e-06 8.6115531741727736e-07 -1.1088522796853796e-07 -4.4510287636060335e-07 6.7838657847525099e-06 3.0435282781127173e-06 -4.3178234769974165e-06 -2.9156866662791235e-08 1.7273588082389324e-06 -3.7241213054325532e-06 -1.793890720707669e-06 -8.1731330097987867e-08 1.3337913488342679e-06 -2.3833624826930978e-06 2.3508858172741993e-06 -2.8155039940104741e-08 -1.3893915450488784e-06
leaf_weight=21 23 21 1748 179 20 20 21 29 21 35 21 22 20 22 21 25 47 21 20 21 296 35 21 49 145 32 22 21 70 52
leaf_count=21 23 21 1748 179 20 20 21 29 21 35 21 22 20 22 21 25 47 21 20 21 296 35 21 49 145 32 22 21 70 52
internal_value=0 5.2115e-09 2.30838e-08 -2.26484e-07 -9.04861e-07 1.04162e-08 1.59316e-08 8.91051e-09 6.04612e-08 1.64473e-06 1.03091e-08 -8.60239e-08 -3.12833e-08 -6.3434e-08 -1.96371e-08 -5.97824e-08 1.86826e-07 3.03672e-06 -1.54568e-07 -1.64109e-06 1.65317e-07 -2.86367e-07 -6.34119e-07 -3.91085e-07 2.70036e-07 -7.57752e-08 -3.18281e-07 -4.12582e-08 5.20854e-07 -7.41974e-07
internal_weight=0 3100 2878 222 43 2857 2837 2816 1825 56 1769 991 962 940 920 898 430 46 384 68 316 468 288 267 180 218 186 164 91 73
internal_count=3121 3100 2878 222 43 2857 2837 2816 1825 56 1769 991 962 940 920 898 430 46 384 68 316 468 288 267 180 218 186 164 91 73
is_linear=0
shrinkage=0.1


Tree=7922
num_leaves=31
num_cat=0
split_feature=1366 44 1455 1452 1455 1456 1455 1453 4 12 1456 52 51 1365 457 457 13 158 482 482 3 16 482 482 484 484 1447 3 2 403
split_gain=1.16535e-09 1.19168e-09 3.73955e-09 3.94414e-09 1.83844e-09 6.18189e-09 1.9994e-09 2.27827e-09 6.24847e-09 1.06878e-08 3.10922e-09 5.06171e-09 1.9521e-09 1.90478e-09 2.82878e-09 8.53124e-09 7.34871e-09 1.83409e-09 1.95609e-09 5.1092e-09 5.92183e-09 4.86368e-09 3.26201e-09 3.42968e-09 2.37048e-09 2.91326e-09 2.75793e-09 1.32786e-08 1.04121e-08 6.81859e-09
threshold=-0.087024999999999977 0.099360000000000018 0.11192500000000001 0.11727000000000001 0.098910000000000012 -0.077604999999999993 0.090900000000000022 -0.063399999999999984 -0.081609999999999988 0.085110000000000005 -0.11085999999999999 0.008405000000000001 -0.46007999999999993 0.085025000000000017 -0.08798499999999998 -0.11701499999999999 -0.082574999999999982 -0.46413499999999996 0.088100000000000012 0.098465000000000011 -0.049509999999999992 0.023255000000000001 0.085330000000000017 0.080200000000000007 0.11803500000000001 0.10455500000000001 -0.086279999999999982 -0.085709999999999995 0.087470000000000006 -0.56738999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 7 8 -2 -10 11 -9 -12 14 15 16 -14 -16 22 20 -20 -21 23 24 25 26 27 -19 -29 -28
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leaf_weight=24 21 32 20 22 25 30 32 38 25 32 33 21 20 34 20 26 22 20 26 22 28 20 20 23 21 20 22 25 26 2371
leaf_count=24 21 32 20 22 25 30 32 38 25 32 33 21 20 34 20 26 22 20 26 22 28 20 20 23 21 20 22 25 26 2371
internal_value=0 -5.36931e-09 9.6893e-10 9.38075e-07 -1.20507e-08 -5.8492e-07 -1.43489e-09 -1.00036e-08 -5.43226e-07 3.9178e-11 4.54902e-09 7.22955e-07 -1.05942e-08 -1.47242e-09 -1.073e-08 -6.47631e-07 2.33648e-07 5.52728e-09 1.27438e-08 4.5587e-07 1.09925e-06 -3.71334e-07 -3.95171e-09 6.11226e-09 -5.04861e-09 3.89573e-09 -5.86109e-09 -6.20066e-07 2.36334e-07 1.23623e-08
internal_weight=0 3097 3065 42 3023 55 2968 2936 78 57 2858 59 2799 2766 2732 68 42 2664 2644 96 54 42 2548 2528 2505 2484 2464 71 51 2393
internal_count=3121 3097 3065 42 3023 55 2968 2936 78 57 2858 59 2799 2766 2732 68 42 2664 2644 96 54 42 2548 2528 2505 2484 2464 71 51 2393
is_linear=0
shrinkage=0.1


Tree=7923
num_leaves=31
num_cat=0
split_feature=10 0 13 15 9 3 158 159 3 158 46 1428 473 50 132 1203 1185 50 0 0 0 13 52 0 52 12 1455 1209 157 157
split_gain=1.19677e-09 1.1688e-08 1.2514e-08 3.89391e-09 1.46761e-09 2.50511e-09 1.40303e-09 1.90796e-09 5.34721e-09 4.6267e-09 1.61712e-09 2.14606e-09 2.12007e-09 2.0397e-09 1.61197e-09 3.82724e-08 2.11041e-08 4.34622e-09 1.67902e-09 1.08602e-08 1.048e-08 5.81157e-09 1.25344e-08 8.41259e-09 2.12721e-08 2.09731e-08 7.80524e-09 7.06697e-09 4.44973e-09 1.47109e-08
threshold=-0.011559999999999999 -0.10224499999999999 -0.0062949999999999994 -0.14809499999999998 0.08925000000000001 -0.014944999999999998 -0.47382999999999992 -0.46871499999999994 -0.077564999999999981 -0.46413499999999996 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 0.13767000000000004 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.08461500000000001 -0.070889999999999995 -0.071719999999999992 -0.070154999999999981 -0.077799999999999994 0.088785000000000017 -0.067094999999999988 0.090245000000000006 0.095935000000000006 0.083760000000000015 0.11027500000000001 -0.00078499999999999989 -0.04831499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -2 8 -8 -9 11 -11 -13 14 15 17 -16 -14 19 -18 -20 22 -22 24 25 -23 27 28 29 -25
right_child=4 2 -4 -5 5 -7 7 9 -10 10 -12 12 13 -15 16 -17 18 -19 20 -21 21 23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-2.2335205794661308e-06 -7.4239890591343284e-07 -1.576410611960455e-06 1.8457011357726986e-06 2.2340224293843795e-08 1.1951373714943523e-06 -2.8147130024080977e-07 -2.5822624216687018e-07 -1.5170035135270156e-06 1.716363910020391e-06 -8.132474794031453e-07 6.9482135295536005e-07 1.0362479156356131e-06 -6.7387856494687926e-10 -8.6195680995404951e-07 -3.0941344680906535e-06 4.3261158315168641e-06 3.9388628019408314e-08 -1.4980693221518364e-06 -2.2679463427266455e-06 2.382193737275884e-06 -7.8513626366363022e-08 -4.3750236704909184e-06 2.4045318437417557e-06 -2.2960126674112633e-07 1.4884393698366695e-06 -8.8249391269744684e-08 1.8567460529084201e-06 1.7186927365742122e-06 -4.0802974485150873e-07 2.6488990752940563e-06
leaf_weight=25 25 25 31 39 27 20 32 20 24 32 34 20 163 27 22 21 1852 22 22 20 68 25 29 92 20 21 21 20 300 22
leaf_count=25 25 25 31 39 27 20 32 20 24 32 34 20 163 27 22 21 1852 22 22 20 68 25 29 92 20 21 21 20 300 22
internal_value=0 -3.09669e-07 1.96608e-07 -6.02172e-07 1.23856e-08 5.66793e-07 3.56466e-09 9.93171e-09 5.88027e-07 -1.33642e-09 9.28866e-09 1.02044e-09 1.03698e-08 2.95467e-09 1.14775e-08 2.80491e-07 -1.03917e-08 -1.78743e-07 1.66156e-08 6.44186e-08 -1.23208e-07 -4.68584e-08 6.6384e-07 -1.79177e-07 -1.23424e-06 -2.41802e-06 -2.61339e-08 -1.17241e-07 -2.05933e-07 3.25899e-07
internal_weight=0 120 95 64 3001 47 2954 2929 56 2873 2853 2819 2787 2767 2740 206 2534 185 2512 1872 640 618 97 521 66 46 455 434 414 114
internal_count=3121 120 95 64 3001 47 2954 2929 56 2873 2853 2819 2787 2767 2740 206 2534 185 2512 1872 640 618 97 521 66 46 455 434 414 114
is_linear=0
shrinkage=0.1


Tree=7924
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1210 403 3 403 1210 1209 1209 401 15 42 133 1211 1211 1211 1213 2 12 393 394 394 1212 403 4 12 12 15 4
split_gain=1.28319e-09 1.35127e-09 1.38054e-09 2.77442e-09 1.16846e-09 1.39498e-08 4.32743e-09 1.36528e-09 1.37063e-09 2.86091e-09 1.59344e-09 1.28848e-08 4.60888e-09 2.94608e-09 1.70581e-09 2.06491e-09 2.88945e-09 1.86499e-09 3.54588e-09 3.59037e-09 1.61608e-09 3.17656e-09 2.27017e-09 2.07885e-09 2.10239e-09 4.57592e-09 6.27095e-09 7.4641e-09 6.32273e-09 4.50876e-09
threshold=0.12461500000000002 0.10837500000000001 0.23460000000000003 -0.13847499999999999 -0.54631999999999992 -0.085709999999999995 -0.52800499999999995 -0.089089999999999989 -0.085894999999999985 -0.067109999999999989 -1.0000000180025095e-35 0.098485000000000017 0.11747 0.50628500000000021 0.11048500000000001 0.091735000000000011 0.088310000000000013 0.087735000000000021 0.089775000000000008 0.087765000000000024 -0.091754999999999989 -0.14580499999999996 -0.09139499999999999 -0.45912999999999998 0.088465000000000002 -0.093124999999999986 0.093105000000000007 0.087215000000000015 0.083195000000000005 -0.07712999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -8 -9 -10 11 12 -11 14 15 16 17 20 19 -19 -12 -22 -23 -24 -25 -26 27 28 -27 -29
right_child=-2 -3 -4 4 6 -7 7 8 9 10 13 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 23 24 25 26 -28 29 -30 -31
leaf_value=1.0349907912453861e-06 -7.9842955756248559e-07 7.6878916190806825e-07 -6.4387936239048333e-07 -1.2723407627120088e-06 -1.2047122439184932e-06 2.4178691296583567e-06 7.2385508229462387e-07 -7.5660255589582452e-07 1.1651845181317878e-06 -3.4501189670430534e-07 8.5269991142343897e-07 -2.454232490772088e-06 1.4398209753815775e-06 8.9311357024180817e-07 6.6018141445274649e-07 -7.8890619828170581e-07 1.1928074559364179e-06 -9.4226192913993146e-07 -1.5754286698795157e-06 9.5256573445112731e-07 -1.2045087905996546e-06 8.2631549682418786e-07 -8.8126405381040574e-07 -2.3316531968483138e-08 -9.9320320908253232e-07 4.4785133985152991e-08 1.5315033270882045e-06 -1.9261757155878252e-06 2.2980811138495483e-06 1.2235271872834181e-07
leaf_weight=26 20 23 33 21 30 20 26 24 21 39 22 23 23 37 38 34 20 20 22 20 22 33 27 2334 22 33 45 21 20 22
leaf_count=26 20 23 33 21 30 20 26 24 21 39 22 23 23 37 38 34 20 20 22 20 22 33 27 2334 22 33 45 21 20 22
internal_value=0 5.14641e-09 -5.59818e-10 6.41212e-09 -2.44613e-09 5.27762e-07 -9.74583e-09 2.41461e-09 -4.00478e-09 2.22792e-09 -6.26082e-09 -4.32787e-07 3.17104e-07 6.72441e-09 -5.17991e-09 -1.44857e-08 -4.67191e-09 -1.36654e-08 -5.55699e-07 5.1519e-09 -7.44913e-10 -8.02517e-09 2.26917e-09 -8.50481e-09 9.32317e-10 3.48152e-07 5.57441e-07 1.0085e-07 8.95086e-07 -8.78091e-07
internal_weight=0 3101 3078 3045 3019 41 2978 2948 2922 2898 2877 85 62 2792 2755 2717 2683 2663 62 40 2601 2579 2557 2524 2497 163 141 96 53 43
internal_count=3121 3101 3078 3045 3019 41 2978 2948 2922 2898 2877 85 62 2792 2755 2717 2683 2663 62 40 2601 2579 2557 2524 2497 163 141 96 53 43
is_linear=0
shrinkage=0.1


Tree=7925
num_leaves=31
num_cat=0
split_feature=132 1185 1203 394 390 0 49 0 42 2 399 12 1348 448 47 4 43 4 447 47 0 1 13 47 42 12 48 9 10 51
split_gain=1.30285e-09 7.06875e-09 2.6965e-09 1.24767e-09 2.5522e-09 1.21284e-09 2.8346e-09 1.83707e-09 3.08534e-09 1.70772e-09 2.35773e-09 2.86211e-09 1.21025e-09 3.01648e-09 1.98041e-09 4.19325e-09 3.23536e-09 2.9448e-09 2.85604e-09 2.23891e-09 1.46083e-08 6.60334e-08 1.91671e-08 8.80718e-09 3.14199e-09 3.09987e-09 4.0507e-09 1.73763e-09 5.15271e-09 1.71042e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.12099999999999998 0.090205000000000007 -0.11242999999999999 0.10084500000000002 -0.087084999999999982 -0.015274999999999999 0.097385000000000013 0.088190000000000018 0.087925000000000017 0.095915000000000014 0.056825000000000007 0.11939500000000002 0.058735000000000009 -0.041739999999999992 0.11275500000000001 0.091515000000000013 0.092710000000000015 -0.10224499999999999 0.099660000000000012 -1.0000000180025095e-35 0.090280000000000013 0.094165000000000013 0.088615000000000013 0.10227500000000002 0.08925000000000001 0.053330000000000009 0.094075000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 12 -1 7 8 -7 10 11 -9 13 14 18 16 -16 -17 19 23 21 -21 24 27 25 26 -22 29 -29 -5
right_child=1 3 -4 4 -6 6 -8 9 -10 -11 -12 -13 -14 -15 15 17 -18 -19 -20 20 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=6.3643647692401832e-07 1.8459241486891099e-06 5.7376456970365857e-07 -1.1508362372783919e-06 -3.801499007835875e-08 -1.1013986926129637e-06 1.2136892862348359e-06 -1.2752795571811606e-06 -2.0422231898464814e-07 -3.9537879543290314e-07 3.6707106687572377e-07 7.3751902017907666e-08 -1.8960001918344459e-06 -7.5119585371144901e-07 1.2048001475964807e-06 2.1253107603058656e-06 -8.1875005764294628e-07 3.4814358779537239e-07 6.0634511218550284e-07 -1.0377606857206148e-06 -6.2739129258204687e-06 -1.5533570092429727e-06 1.0508509724616033e-06 2.5375051204637851e-06 2.0138202627735652e-06 -1.3446480986308765e-06 5.9112201165290618e-07 2.029419157412937e-07 1.7852755822408047e-06 -2.4347692110202317e-07 2.3513309948124964e-07
leaf_weight=20 21 38 28 2123 21 26 21 20 22 30 35 20 21 21 20 29 21 29 27 20 24 32 28 22 26 38 29 21 31 257
leaf_count=20 21 38 28 2123 21 26 21 20 22 30 35 20 21 21 20 29 21 29 27 20 24 32 28 22 26 38 29 21 31 257
internal_value=0 1.78951e-08 -2.33464e-07 4.55643e-09 -3.05974e-09 -1.0106e-07 -1.85829e-07 -3.62968e-08 4.762e-07 -2.70581e-07 -5.25642e-07 -1.05011e-06 5.12228e-09 1.07987e-08 1.76955e-09 4.40985e-07 1.21505e-06 -1.06202e-07 -1.44673e-08 -4.04524e-09 -3.28398e-07 -1.76637e-06 1.87287e-07 2.19928e-08 -3.75158e-07 -9.81606e-08 -5.92363e-07 3.97467e-09 5.75827e-07 -8.51959e-09
internal_weight=0 2899 222 2878 2840 194 174 153 48 105 75 40 2819 2798 2777 99 41 58 2678 2651 197 52 145 2454 117 91 53 2432 52 2380
internal_count=3121 2899 222 2878 2840 194 174 153 48 105 75 40 2819 2798 2777 99 41 58 2678 2651 197 52 145 2454 117 91 53 2432 52 2380
is_linear=0
shrinkage=0.1


Tree=7926
num_leaves=31
num_cat=0
split_feature=130 10 40 40 4 30 46 1428 473 474 2 474 52 10 16 52 16 16 16 131 13 1447 132 3 4 0 43 15 43 403
split_gain=1.21654e-09 2.86188e-09 3.79065e-09 3.6992e-09 2.07949e-09 1.4902e-09 1.32519e-09 1.58785e-09 1.74446e-09 1.42262e-09 9.118e-09 3.00104e-09 1.32641e-09 1.29733e-09 3.45803e-08 1.51035e-09 4.23012e-09 4.19006e-09 4.28229e-09 4.21548e-09 2.76543e-08 2.57115e-08 3.93327e-09 3.89722e-09 7.32007e-09 1.06226e-08 9.38314e-09 6.70252e-09 8.50172e-09 6.47321e-09
threshold=-0.23647499999999996 -0.38124499999999995 -0.24134999999999998 -0.077714999999999992 0.63113500000000011 0.097280000000000019 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.090834999999999985 0.10613000000000002 -0.072334999999999983 0.14295500000000003 -0.011559999999999999 -0.056919999999999991 0.091275000000000009 0.15891500000000003 0.062650000000000025 0.054560000000000004 0.089415000000000008 -0.081029999999999977 0.022105000000000003 0.038060000000000004 -0.070649999999999977 -0.07168999999999999 -0.07384499999999998 0.0061450000000000003 0.087485000000000021 -0.013199999999999998 -0.014954999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 -4 -9 10 -10 -11 -8 14 -13 -15 17 18 19 21 -21 22 23 24 25 27 -26 -17 -29 -30
right_child=1 2 4 -5 -6 -7 12 8 9 11 -12 13 -14 15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=-7.7741544771470224e-07 1.8082675505581849e-06 -1.3450204486768296e-06 -7.0710869426449108e-07 -9.202791001631081e-08 9.3029555330303999e-07 -8.6456225517395074e-07 1.0952803796209827e-06 9.3188471751659562e-07 5.0283332825529209e-07 1.2252957617420179e-06 -2.0951824581061374e-06 -2.4302848992326344e-06 -1.5817414578123136e-08 4.5761842089612862e-08 2.8100219060434031e-06 -1.657978744447064e-06 -1.2150593834924033e-06 1.1041324381133973e-06 -1.4354281271759344e-06 -3.6088006916780496e-06 7.2346800959344477e-07 3.540766612104562e-06 -1.2700840278918286e-06 -5.2704549643765797e-07 2.4333107610790399e-07 -2.2017475517853972e-06 2.2011903577852841e-06 1.7961065095968133e-06 -1.1393201714925357e-06 7.0647322740874666e-07
leaf_weight=20 20 21 32 21 24 20 22 20 35 20 22 34 21 2134 20 20 34 29 24 23 41 20 28 122 133 26 30 29 38 38
leaf_count=20 20 21 32 21 24 20 22 20 35 20 22 34 21 2134 20 20 34 29 24 23 41 20 28 122 133 26 30 29 38 38
internal_value=0 5.01076e-09 -6.10928e-09 8.34945e-07 3.14282e-09 -4.2375e-09 1.50758e-09 -6.5206e-09 1.15708e-09 -5.26173e-09 -4.9991e-07 4.65558e-09 5.52651e-07 -3.99224e-09 -4.89431e-07 5.4746e-09 -1.29916e-07 -6.85268e-08 -1.2798e-07 -7.07193e-08 -8.33441e-07 3.01365e-08 -1.21184e-07 -4.74012e-08 1.38957e-07 -3.62689e-07 6.03673e-07 1.98346e-08 3.39418e-07 -2.16423e-07
internal_weight=0 3101 3060 41 3039 3015 2995 2952 2920 2900 57 2843 43 2823 54 2769 635 601 572 548 64 484 464 436 314 151 163 125 105 76
internal_count=3121 3101 3060 41 3039 3015 2995 2952 2920 2900 57 2843 43 2823 54 2769 635 601 572 548 64 484 464 436 314 151 163 125 105 76
is_linear=0
shrinkage=0.1


Tree=7927
num_leaves=31
num_cat=0
split_feature=132 1185 1203 401 42 1213 133 1210 403 42 133 4 3 133 1210 1209 42 42 12 42 42 42 42 42 480 2 2 160 160 2
split_gain=1.18967e-09 5.45815e-09 2.22023e-09 1.29689e-09 5.70612e-09 7.14001e-09 3.42833e-09 2.70379e-09 1.48763e-09 1.44629e-08 2.67271e-09 1.01503e-08 1.8619e-08 2.07596e-09 1.95594e-09 2.45919e-09 1.38276e-09 1.54706e-08 2.30152e-08 1.31612e-08 8.09978e-09 6.86651e-09 6.8343e-09 4.94717e-09 3.84963e-09 3.75086e-09 3.46752e-08 1.8047e-08 7.55506e-09 1.07851e-08
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.06959499999999999 0.10306000000000001 -0.060974999999999994 0.51114000000000004 0.24726500000000004 -0.5492149999999999 0.091205000000000008 0.26753000000000005 -0.081839999999999982 -0.081644999999999981 0.23074000000000003 1.0000000180025095e-35 -0.090889999999999985 0.087505000000000013 0.086950000000000013 0.085955000000000018 0.087745000000000004 0.086730000000000015 0.08623500000000002 0.086375000000000021 0.085730000000000015 -0.080264999999999989 0.092480000000000021 0.09358000000000001 -0.54200499999999985 -0.41706499999999996 0.10381000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 7 8 9 -5 13 -12 -13 14 15 -10 17 20 -19 -18 21 23 -23 -17 -21 27 -27 -26 -28 -30
right_child=1 3 -4 6 5 -7 -8 -9 10 -11 11 12 -14 -15 -16 16 19 18 -20 24 -22 22 -24 -25 25 26 28 -29 29 -31
leaf_value=-1.0296223765998989e-07 1.6234149392906666e-06 1.4473152651461874e-06 -1.0555302822012892e-06 -1.1585686348533511e-06 -1.6819265965750675e-06 6.6328218174342464e-07 -9.6267268706985823e-07 1.063130141195264e-06 1.0582183304822221e-06 2.471211908933973e-06 -2.4142184302759649e-06 1.9565115027928879e-06 -1.448237232734881e-06 9.1273314819773087e-07 -9.0147635501599183e-07 7.6897567684468447e-09 -2.3243119480517076e-06 4.4061628398139875e-06 1.071081156265846e-07 1.3319107013387567e-06 -2.0064906732386589e-06 2.5396065861319323e-06 2.1793788871349309e-07 -1.1781484785286821e-06 -3.2026992892042473e-06 4.1108989150762646e-06 -1.6527632222310525e-06 -1.267408129531299e-07 1.1198061414445763e-06 -2.8292109667401895e-07
leaf_weight=194 21 32 28 23 21 34 37 24 22 21 22 29 36 25 24 1546 26 20 33 20 20 21 32 36 20 21 28 412 73 220
leaf_count=194 21 32 28 23 21 34 37 24 22 21 22 29 36 25 24 1546 26 20 33 20 20 21 32 36 20 21 28 412 73 220
internal_value=0 1.70863e-08 -2.23106e-07 5.36533e-09 3.85577e-07 -2.32161e-07 -6.4865e-09 6.35987e-09 -2.93042e-09 5.73827e-07 -1.23784e-08 -5.57592e-07 7.08045e-08 5.8723e-09 -2.9356e-09 5.52126e-09 -3.63987e-09 4.76047e-08 1.72939e-06 -1.10379e-07 -6.2532e-09 1.82145e-08 1.13784e-06 -1.92952e-08 -3.7882e-08 -7.32771e-08 1.74137e-07 -2.69146e-07 -8.34086e-08 6.65638e-08
internal_weight=0 2899 222 2878 87 55 2791 2754 2730 44 2686 87 65 2599 2574 2550 2528 1708 53 820 1655 1635 53 1582 794 774 342 432 321 293
internal_count=3121 2899 222 2878 87 55 2791 2754 2730 44 2686 87 65 2599 2574 2550 2528 1708 53 820 1655 1635 53 1582 794 774 342 432 321 293
is_linear=0
shrinkage=0.1


Tree=7928
num_leaves=31
num_cat=0
split_feature=1366 46 44 1426 157 10 0 15 16 2 2 1371 15 1375 1419 1447 15 4 1 3 9 132 0 1203 52 12 12 159 1455 42
split_gain=1.21261e-09 1.47032e-09 4.94707e-09 1.51542e-09 7.20022e-09 1.29045e-09 1.45896e-08 1.48316e-08 9.9017e-09 1.47492e-09 9.04852e-09 1.18375e-08 6.64873e-09 5.38818e-09 5.5894e-09 5.28361e-09 5.25527e-09 4.64809e-09 1.20332e-08 2.99135e-08 9.21272e-09 6.82166e-09 4.70374e-08 2.24287e-08 6.64274e-09 8.67278e-09 2.04885e-08 1.4715e-08 9.78717e-09 8.56181e-09
threshold=-0.087024999999999977 0.10253500000000002 0.084760000000000016 -0.061919999999999996 -0.0048549999999999991 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.059624999999999991 0.087625000000000022 0.087505000000000013 0.083235000000000017 0.11842000000000001 0.08401500000000002 0.086505000000000012 0.0071200000000000005 0.11069000000000001 -1.0000000180025095e-35 0.093700000000000019 -0.066704999999999987 -1.0000000180025095e-35 -0.083284999999999984 -0.082284999999999983 0.089480000000000018 -0.19683499999999995 0.083715000000000026 0.083875000000000019 -0.025879999999999997 0.087480000000000016 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 -8 -9 10 11 12 13 14 16 -11 17 21 19 -19 -20 22 -7 24 -23 27 -27 -26 -28 -29
right_child=1 -3 -4 5 -6 9 7 8 -10 15 -12 -13 -14 -15 -16 -17 -18 18 20 -21 -22 23 -24 -25 25 26 28 29 -30 -31
leaf_value=7.08074757464298e-07 5.7849097113863284e-07 -7.2684910605858028e-07 1.5687107236317389e-06 -2.6412124911571897e-06 -1.7325305934106768e-06 -5.8811561736149549e-07 1.9598097079409626e-06 4.9739718126639063e-07 -2.1220289900830487e-06 -7.5693962744729986e-08 2.2024108318419167e-06 -2.295852009194191e-06 -1.2611445661799996e-06 1.4835137108093479e-06 1.5837270343581622e-06 1.3617573673540253e-06 1.3574696265183569e-06 2.7538464823092828e-07 -1.7025243656527373e-06 4.7915295226630412e-06 2.9320717430411001e-07 1.189637696388246e-06 4.7719421455770894e-06 -3.302915297354048e-06 -3.348454627030151e-06 3.1787593940180162e-06 2.2618754767842798e-10 -8.1132163299792094e-07 -2.2498009599303262e-06 1.3637936291388542e-06
leaf_weight=24 28 28 20 22 26 64 32 31 27 1549 20 21 35 29 25 26 31 55 28 20 133 40 22 22 20 20 579 102 20 22
leaf_count=24 28 28 20 22 26 64 32 31 27 1549 20 21 35 29 25 26 31 55 28 20 133 40 22 22 20 20 579 102 20 22
internal_value=0 -5.48569e-09 1.09566e-09 -9.18715e-09 -5.34223e-07 2.7927e-10 -3.32752e-07 2.31538e-07 -7.21991e-07 1.3217e-08 9.17041e-08 5.89291e-08 9.79586e-08 1.3657e-07 1.041e-07 -5.19646e-08 7.26983e-08 3.79747e-08 4.33486e-07 1.47969e-06 -5.38766e-08 -6.44848e-08 7.83062e-07 -1.52835e-07 -6.65315e-08 -1.32386e-07 3.02264e-08 -8.31392e-07 -7.48999e-08 -4.25414e-07
internal_weight=0 3097 3069 3049 54 2995 112 90 58 2883 1308 1288 1267 1232 1203 1575 1178 1147 236 75 161 911 86 825 803 763 619 144 599 124
internal_count=3121 3097 3069 3049 54 2995 112 90 58 2883 1308 1288 1267 1232 1203 1575 1178 1147 236 75 161 911 86 825 803 763 619 144 599 124
is_linear=0
shrinkage=0.1


Tree=7929
num_leaves=31
num_cat=0
split_feature=33 47 47 47 2 3 16 131 484 12 2 1 12 4 0 131 50 42 133 42 1428 475 1456 1452 158 3 4 0 158 1447
split_gain=1.48131e-09 1.80861e-09 1.08934e-08 8.88508e-09 1.8827e-09 1.94397e-09 3.52878e-09 4.23224e-09 2.69222e-09 2.4714e-09 3.70229e-09 4.8745e-09 2.52225e-09 1.84323e-09 3.29268e-09 1.35074e-09 1.41557e-09 9.16026e-09 6.01287e-09 1.02231e-08 3.56e-09 8.14318e-09 2.16682e-09 2.05735e-09 2.83248e-09 4.90788e-09 1.64031e-08 5.12851e-09 3.72778e-09 3.01513e-09
threshold=-0.009184999999999997 0.094160000000000008 0.096475000000000019 0.090100000000000013 0.14445500000000003 -0.078084999999999988 0.5136400000000001 0.092000000000000012 -0.075319999999999984 0.09474500000000001 0.10402500000000002 0.12165500000000001 -0.064509999999999984 -0.033174999999999989 -0.092759999999999995 0.13767000000000004 -0.099524999999999988 0.096235000000000015 0.090665000000000009 -0.018024999999999996 -0.020064999999999996 0.016915000000000003 0.10880000000000002 0.11609000000000001 0.10737500000000001 -0.082794999999999994 -0.081609999999999988 -0.082284999999999983 0.10544500000000002 -0.086424999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 15 5 8 7 9 -4 10 12 -12 -7 -10 -15 16 17 18 19 -2 21 -18 23 24 28 26 -26 -27 29 -22
right_child=1 2 4 -5 -6 6 -8 -9 13 -11 11 -13 -14 14 -16 -17 20 -19 -20 -21 22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-6.8782311885687738e-07 -2.1179588742370472e-06 2.4334116276458234e-06 -1.0301057887705543e-06 -1.5583993267590496e-06 -7.9190301070629292e-07 4.6496358550029984e-07 -7.3006345549705047e-07 1.889789739704741e-06 -5.1655890693780297e-07 -6.3523617898551629e-07 -1.0330122629890563e-06 9.8244852514047434e-07 2.0341028779230765e-06 -3.4280791472459289e-07 1.1047208541833352e-06 -7.7870869703970546e-07 4.733707810157198e-07 2.2311994089683313e-06 1.3040904529286006e-06 6.3578217930983423e-07 6.5514901871055161e-07 -2.3114822689811783e-06 -7.6127730039843302e-07 1.0302572539444555e-06 -1.4224844193222453e-06 -2.3834127174185679e-06 1.959062850486449e-06 -1.98627866357778e-07 1.3932751835454839e-06 2.4490451970154997e-09
leaf_weight=31 26 21 27 37 23 20 24 21 32 21 24 24 21 30 33 22 21 21 21 28 73 21 36 20 32 22 26 21 20 2322
leaf_count=31 26 21 27 37 23 20 24 21 32 21 24 24 21 30 33 22 21 21 21 28 73 21 36 20 32 22 26 21 20 2322
internal_value=0 6.89745e-09 2.31597e-07 -1.91512e-08 7.74701e-08 1.49656e-07 3.84684e-07 5.88912e-07 -1.48944e-07 3.40563e-07 5.70808e-07 -2.52819e-08 1.26867e-06 1.01491e-07 4.15421e-07 1.69518e-09 8.03056e-09 3.85167e-07 -1.31722e-07 -6.90093e-07 -5.81991e-09 -9.19056e-07 9.09296e-09 2.00288e-08 1.19984e-08 -5.06833e-07 9.33816e-08 -1.31642e-06 3.36969e-08 2.23434e-08
internal_weight=0 3090 321 2769 300 277 155 131 122 110 89 48 41 95 63 2732 2710 96 75 54 2614 42 2572 2536 2516 101 58 43 2415 2395
internal_count=3121 3090 321 2769 300 277 155 131 122 110 89 48 41 95 63 2732 2710 96 75 54 2614 42 2572 2536 2516 101 58 43 2415 2395
is_linear=0
shrinkage=0.1


Tree=7930
num_leaves=31
num_cat=0
split_feature=132 132 1203 390 133 33 9 3 401 42 0 133 3 133 1208 1208 402 133 403 1210 3 128 43 1452 131 0 13 49 2 2
split_gain=1.24131e-09 5.03216e-09 2.53309e-09 1.2958e-09 2.9601e-09 1.18832e-09 1.61538e-09 3.14224e-09 1.20407e-09 4.95604e-09 6.63643e-09 4.26561e-09 7.36759e-09 2.34634e-09 1.60545e-09 1.98753e-09 1.76009e-09 5.53291e-09 1.93326e-09 2.05762e-09 2.28565e-09 5.57964e-09 1.07446e-08 4.17472e-09 3.46739e-09 3.32705e-09 5.78291e-09 3.0462e-09 3.85548e-09 3.68443e-09
threshold=-0.083174999999999985 -0.050879999999999988 0.088820000000000024 0.087590000000000015 -0.089569999999999983 -0.009184999999999997 0.089995000000000006 -0.014944999999999998 -0.078179999999999986 0.10306000000000001 -0.072594999999999979 0.51114000000000004 -0.085709999999999995 0.41892500000000005 0.11531000000000001 0.10233500000000001 -0.10770499999999998 0.39371500000000009 -0.5335399999999999 -0.3960249999999999 -0.094874999999999987 0.085955000000000018 -0.10131 -0.069739999999999983 0.090445000000000011 0.10455500000000001 -0.014169999999999999 -0.011734999999999997 0.095545000000000005 0.10644500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -3 8 -8 9 -7 -11 13 -13 14 15 16 -10 18 -18 -20 21 24 -23 -22 27 -25 -27 28 -21 -29
right_child=1 3 -4 4 -6 6 7 -9 11 10 -12 12 -14 -15 -16 -17 17 -19 19 20 23 22 -24 25 -26 26 -28 29 -30 -31
leaf_value=-9.9567167171787008e-08 1.3762778215314704e-06 -6.1904078202426341e-07 -1.1170375973027344e-06 1.4301150855544621e-06 -2.9037854545777012e-07 1.3971633495657444e-06 -1.4988764936182028e-07 1.3681066538993037e-06 7.6061652250779125e-07 6.6260694804962927e-07 -1.5983873903938468e-06 3.1321681149165675e-07 -2.4011136542867464e-06 1.0755596167655314e-06 -8.8254645388154866e-07 8.185565752879045e-07 8.0303448941839599e-07 -1.5668197697184792e-06 -1.0284135748861446e-06 -1.2301721106020773e-06 -1.2679800505566165e-06 -3.1717682215770536e-07 2.9607255191876904e-06 -1.8511706049440545e-08 -1.167448925663112e-06 -2.0474161289030237e-06 2.2038115530350575e-07 5.1400657402159256e-07 3.1033611103126191e-07 -2.1282693858133871e-07
leaf_weight=194 27 31 28 20 20 30 30 25 29 34 21 20 20 20 21 29 29 23 20 33 28 20 20 1932 21 22 23 216 32 103
leaf_count=194 27 31 28 20 20 30 30 25 29 34 21 20 20 20 21 29 29 23 20 33 28 20 20 1932 21 22 23 216 32 103
internal_value=0 1.74534e-08 -2.27897e-07 4.67897e-09 5.69868e-07 -3.30393e-09 3.51072e-09 5.4011e-07 -7.23689e-09 3.63264e-07 -2.00682e-07 -1.90717e-08 -1.04395e-06 -3.43074e-09 -1.17275e-08 -4.63941e-09 -1.39976e-08 -2.29047e-08 -8.69502e-09 -1.82254e-08 -9.97901e-09 1.95042e-07 1.32177e-06 -5.54825e-08 8.37602e-08 -3.83101e-08 -8.8832e-07 1.52186e-07 -4.71768e-07 2.79324e-07
internal_weight=0 2899 222 2872 40 2832 2801 55 2746 85 55 2661 40 2621 2601 2580 2551 2522 2499 2470 2450 445 40 2005 405 1977 45 384 65 319
internal_count=3121 2899 222 2872 40 2832 2801 55 2746 85 55 2661 40 2621 2601 2580 2551 2522 2499 2470 2450 445 40 2005 405 1977 45 384 65 319
is_linear=0
shrinkage=0.1


Tree=7931
num_leaves=31
num_cat=0
split_feature=156 1426 1428 474 1429 49 1429 151 1429 481 1419 51 42 475 156 42 474 474 1 3 43 474 45 11 33 9 9 16 151 132
split_gain=1.15162e-09 1.59827e-09 1.25544e-09 2.12934e-09 1.30893e-09 9.80886e-09 7.58375e-09 6.31762e-09 4.16634e-09 2.79343e-09 4.79489e-09 2.45334e-09 3.67163e-09 4.05195e-09 4.66238e-09 2.32323e-09 1.82269e-09 7.55762e-09 5.16154e-09 1.01268e-08 5.66698e-09 2.55342e-09 2.21795e-09 4.97574e-09 2.91703e-09 1.59187e-09 2.21482e-09 1.65255e-09 5.47034e-09 5.22594e-09
threshold=0.32523500000000005 -0.085619999999999988 -0.071779999999999997 -0.42010499999999995 0.083715000000000026 0.11042000000000002 0.083985000000000018 -0.54526999999999981 0.032755000000000006 -0.081334999999999977 0.086890000000000009 -0.020969999999999996 0.088670000000000013 -0.08466499999999999 0.087645000000000015 0.075730000000000006 0.086630000000000013 0.089435000000000014 0.10022000000000002 -0.080934999999999993 -1.0000000180025095e-35 0.032465000000000008 0.094030000000000016 -1.0000000180025095e-35 -0.009184999999999997 0.088235000000000022 0.10141500000000002 -0.083134999999999987 0.099460000000000007 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 6 -6 -5 16 -8 11 12 13 14 -11 -15 21 -18 19 -19 -20 22 23 -9 -25 27 -27 -26 29 -29
right_child=-2 2 3 4 5 -7 9 8 -10 10 -12 -13 -14 15 -16 -17 17 18 20 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-8.1788627284140611e-07 7.3804005859572156e-07 -6.9059318274884599e-07 1.0107335892176448e-06 1.7911036184159458e-06 1.6576201234741462e-06 -2.2349222325084901e-06 8.4659223734785311e-07 1.5528535522250986e-06 -1.3329130794041388e-06 1.3773822349923002e-07 -1.5266236550030892e-06 6.6983765456766828e-07 -1.3821666330434605e-06 2.7968426495407683e-08 -1.7657478817444497e-06 1.4391162893900856e-06 1.5928857071746797e-06 4.0603699233088262e-07 -3.8345478866507287e-07 -2.4571575692905735e-06 1.9423540061325184e-06 -1.072386186251606e-06 -8.1781959222482219e-07 -1.0900333762720038e-06 -9.2191784786758182e-08 1.2709625882697161e-06 -8.6088952626127011e-09 7.3042362321947742e-07 1.5120210071892451e-06 -6.1282757427800679e-09
leaf_weight=24 21 26 21 20 24 22 22 21 23 31 29 31 26 28 22 20 37 30 22 21 20 22 32 24 1011 24 31 104 26 1306
leaf_count=24 21 26 21 20 24 22 22 21 23 31 29 31 26 28 22 20 37 30 22 21 20 22 32 24 1011 24 31 104 26 1306
internal_value=0 -4.99701e-09 1.34543e-09 7.24393e-09 2.86752e-10 -2.16529e-07 -2.59514e-08 2.02176e-08 7.3571e-09 -2.1928e-07 -3.44677e-07 -1.27737e-07 -3.22421e-07 -4.96151e-08 -6.52388e-07 6.15947e-07 1.86446e-08 3.84067e-07 -9.68616e-08 -7.72925e-07 7.24073e-07 3.80549e-10 9.53172e-09 1.99264e-08 7.18235e-09 1.77072e-08 5.4975e-07 5.74875e-09 7.47027e-08 4.8199e-08
internal_weight=0 3100 3076 3050 3029 255 233 2774 2754 209 187 158 127 101 53 48 2731 130 93 51 42 2601 2579 2547 2526 2502 55 2447 1436 1410
internal_count=3121 3100 3076 3050 3029 255 233 2774 2754 209 187 158 127 101 53 48 2731 130 93 51 42 2601 2579 2547 2526 2502 55 2447 1436 1410
is_linear=0
shrinkage=0.1


Tree=7932
num_leaves=31
num_cat=0
split_feature=132 399 1203 393 12 394 401 0 403 403 403 394 51 51 51 51 15 10 4 0 133 160 13 160 50 51 390 4 1446 483
split_gain=1.30841e-09 4.34715e-09 3.79447e-09 1.59504e-09 4.57185e-09 2.10519e-09 1.89799e-09 1.19194e-08 3.73743e-08 1.21814e-08 2.2623e-08 2.90391e-09 1.58646e-09 1.06937e-08 6.33149e-09 5.37276e-09 2.25747e-08 4.17238e-09 2.70936e-08 5.05064e-08 3.86806e-09 3.76767e-09 4.42644e-09 6.88169e-09 5.91174e-09 9.71691e-09 2.99535e-09 2.98707e-09 2.6021e-09 2.73628e-09
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.088255000000000014 0.091200000000000017 -0.12099999999999998 0.10022000000000002 -0.083804999999999977 -0.0047449999999999992 -0.028309999999999998 0.31327500000000003 -0.09139499999999999 0.087505000000000013 0.090050000000000005 0.092235000000000011 0.078435000000000019 -0.094549999999999981 -0.011559999999999999 0.053180000000000012 -0.10096999999999999 -0.038089999999999992 0.11055500000000001 -0.083364999999999981 0.055845000000000006 0.091320000000000012 0.11704500000000002 1.0000000180025095e-35 -0.51843499999999987 0.11483500000000001 0.12236500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 -2 11 8 -8 -9 -11 -7 15 -14 -15 17 -17 18 -13 -20 -16 22 24 -24 -22 -26 27 -19 29 -29
right_child=1 -3 -4 4 -6 6 7 9 -10 10 -12 12 13 14 20 16 -18 26 19 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-1.0355348108799596e-07 8.929586939572161e-07 1.0802197478872251e-06 -1.5495232901230338e-06 1.3832593341506969e-07 -1.7382567529011793e-06 1.1437742280715769e-06 1.8851535504505923e-06 -1.5955289489449404e-06 -3.2695981863694304e-06 3.6308089153427996e-06 -3.2353541136660335e-07 -3.5124195688259387e-06 1.896449014914063e-06 -1.5290801892812551e-06 1.4042798778499002e-06 1.2943221872774301e-06 -3.3477172998821267e-06 -8.8651743086345778e-07 4.5231438716086816e-06 -1.7763461648558275e-06 6.1688183603945547e-07 -9.4927881911754604e-07 2.55956976060278e-07 2.2299344402654241e-06 -2.7822364432950055e-06 -4.6427644182020581e-08 -1.157124133247375e-06 8.7371787575500751e-08 -9.5551110825908838e-07 -7.4796393619180894e-07
leaf_weight=196 27 38 20 37 20 23 22 22 39 23 39 24 34 24 23 20 22 34 20 35 37 33 151 20 20 37 21 1995 25 40
leaf_count=196 27 38 20 37 20 23 22 22 39 23 39 24 34 24 23 20 22 34 20 35 37 33 151 20 20 37 21 1995 25 40
internal_value=0 1.76656e-08 -2.3744e-07 3.58219e-09 -5.20124e-07 1.42054e-08 5.67996e-09 -3.46565e-07 -1.41051e-06 4.26061e-07 1.1434e-06 2.50414e-08 1.52017e-08 2.0439e-07 3.76365e-08 -1.68656e-08 -1.13722e-06 4.58153e-09 -7.08953e-07 5.14377e-07 1.54774e-07 5.83358e-08 1.83812e-07 4.86832e-07 -3.67425e-07 -1.00636e-06 3.12337e-08 4.31513e-08 5.84953e-08 7.09524e-08
internal_weight=0 2905 216 2867 57 2810 2783 145 61 84 62 2638 2615 379 345 2236 42 2194 79 55 321 298 265 171 94 57 2115 2094 2060 2035
internal_count=3121 2905 216 2867 57 2810 2783 145 61 84 62 2638 2615 379 345 2236 42 2194 79 55 321 298 265 171 94 57 2115 2094 2060 2035
is_linear=0
shrinkage=0.1


Tree=7933
num_leaves=31
num_cat=0
split_feature=448 1348 11 150 151 1371 48 457 457 1375 1375 52 52 43 1 1 33 1447 1 1 2 160 1 1456 1456 480 160 160 150 160
split_gain=1.19848e-09 1.83541e-09 1.15081e-09 1.15742e-09 1.94684e-09 1.50478e-09 1.68267e-09 1.38835e-09 8.00331e-09 4.56094e-09 5.44463e-09 6.19438e-09 1.03134e-08 2.98792e-09 1.61778e-09 3.0761e-08 1.61739e-08 7.59101e-09 7.40699e-09 1.06858e-08 6.69503e-09 6.40926e-09 1.07029e-08 5.58785e-09 5.75822e-09 4.29795e-09 3.76945e-09 5.76991e-09 5.10615e-09 4.21494e-09
threshold=0.068920000000000023 0.091105000000000005 -0.072629999999999986 -0.15178999999999995 -0.52488999999999986 0.086910000000000015 -0.09386499999999999 -0.081909999999999997 -0.067164999999999989 0.089070000000000024 0.084665000000000018 -0.094124999999999986 -0.015069999999999998 -0.084794999999999995 0.09253500000000002 0.091535000000000019 -1.0000000180025095e-35 0.059120000000000013 0.093100000000000002 0.093700000000000019 -0.0091949999999999983 -0.43215499999999996 0.094465000000000007 -0.079429999999999987 -1.0000000180025095e-35 0.11144000000000001 0.11205000000000002 0.096485000000000015 0.11819500000000001 0.08733500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 9 -9 10 11 -8 -13 -14 15 17 -16 20 -18 -20 -10 -21 -23 -24 -25 -22 27 28 29 -26
right_child=-2 -3 3 4 5 -7 7 8 14 -11 -12 12 13 -15 16 -17 18 -19 19 21 25 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=-7.4036733427159817e-07 -7.716226855336573e-07 7.8336117743068214e-07 6.2052278157883244e-07 -7.9208266103500311e-07 -6.6305561798990792e-07 7.9313051533821043e-07 -1.470443252208387e-06 1.841276007515565e-06 1.7627983008120891e-06 -1.4924340814122143e-06 1.4330078751559737e-06 1.8869401756660409e-06 -1.3768351016971372e-06 1.2510889051655895e-07 2.9317613496004925e-06 -2.8993771261534802e-06 -1.8001789283197295e-06 1.6466526529614256e-06 2.3284251228904483e-06 1.618562092062348e-06 -1.1399575853830859e-08 -2.0435657477264614e-06 -1.5097348021762194e-06 1.7397205456724069e-06 -4.6249771559795747e-08 -1.1304346428784942e-06 1.1958569937218857e-06 -1.6613846804602872e-06 1.3840745590901603e-06 1.3630522785619674e-06
leaf_weight=21 20 30 30 31 38 24 33 24 21 26 21 24 26 27 20 37 21 28 21 25 1772 25 22 21 600 35 28 20 28 22
leaf_count=21 20 30 30 31 38 24 33 24 21 26 21 24 26 27 20 37 21 28 21 25 1772 25 22 21 600 35 28 20 28 22
internal_value=0 4.97572e-09 -2.62818e-09 2.45134e-09 -3.68844e-09 4.48828e-09 -1.89534e-09 6.68823e-09 2.30846e-08 -2.82598e-07 -4.24784e-08 -3.24162e-07 1.67101e-07 -6.11694e-07 7.19365e-09 -4.43303e-08 1.21537e-07 1.25861e-08 5.40645e-08 1.02019e-07 -1.24434e-08 4.29109e-08 -8.51371e-09 6.01453e-08 1.08181e-07 -3.30743e-08 5.90941e-08 1.15876e-08 6.30637e-08 3.59692e-09
internal_weight=0 3101 3071 3050 3020 2989 2965 2927 2770 157 131 110 77 53 2746 1893 853 1856 833 812 1828 791 766 741 719 1807 698 670 650 622
internal_count=3121 3101 3071 3050 3020 2989 2965 2927 2770 157 131 110 77 53 2746 1893 853 1856 833 812 1828 791 766 741 719 1807 698 670 650 622
is_linear=0
shrinkage=0.1


Tree=7934
num_leaves=31
num_cat=0
split_feature=33 34 34 11 2 15 3 150 0 0 157 12 2 2 1455 160 1455 16 131 131 3 1455 1455 158 15 52 15 2 52 1453
split_gain=1.39949e-09 1.32135e-09 1.70563e-09 2.00721e-09 1.29582e-09 7.54621e-09 2.1946e-08 8.72064e-09 1.35266e-09 6.91464e-09 4.69292e-09 1.06377e-08 4.95309e-09 3.75384e-09 1.27106e-09 4.94723e-09 2.50422e-09 2.20245e-09 1.5469e-09 6.29355e-09 3.48554e-09 2.31154e-09 1.88521e-09 2.06426e-09 1.96884e-09 8.86315e-09 5.53896e-09 2.84724e-09 3.73583e-09 2.41296e-09
threshold=-0.009184999999999997 -0.112215 -0.085644999999999985 -1.0000000180025095e-35 -0.0050599999999999994 -0.10203999999999998 -1.0000000180025095e-35 0.085210000000000022 0.12358500000000001 0.10455500000000001 -0.04831499999999999 0.099400000000000002 0.10699500000000002 0.10060500000000001 -0.091944999999999985 -0.072114999999999985 -0.08045999999999999 0.26435500000000006 0.11767000000000001 0.12193000000000001 -0.082284999999999983 -0.018454999999999996 0.10861000000000001 -0.45009999999999994 0.12044500000000001 0.17829500000000004 0.11773500000000002 0.10060500000000001 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 -7 9 14 -10 12 13 -12 15 -6 -16 -17 21 -20 -21 -18 23 -23 26 27 29 -26 -29 -25
right_child=1 2 3 4 8 7 -8 -9 10 -11 11 -13 -14 -15 16 17 18 -19 19 20 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-6.6855884780682487e-07 -7.6552860574255728e-07 9.3270302613746026e-07 -9.45527084571619e-07 -2.2252493632028589e-07 1.2354322859050013e-06 -1.7410626227842842e-06 3.8179822774964127e-06 8.2852280797851578e-07 -9.3541835548935725e-07 -1.6691660148353551e-06 -2.6636273115281773e-07 2.576527371771094e-06 -1.1873312897395493e-06 1.5403496194187976e-06 -1.0977895845783115e-06 -1.1109367272865711e-06 -8.739318035065569e-07 3.7312708855097299e-07 1.6496002542355981e-06 7.4577377290552254e-07 -7.9124400771648761e-07 9.494460923435881e-07 -6.3958728891639513e-07 3.7192995819508227e-09 -9.7085175775646343e-07 2.1077234849897764e-06 -1.677691504937684e-06 1.2762355397725237e-06 -4.4379257023560315e-07 -1.0040987591016424e-06
leaf_weight=31 22 20 22 41 37 28 20 25 23 25 23 22 22 23 21 20 31 20 28 25 36 23 46 2343 25 24 20 23 28 24
leaf_count=31 22 20 22 41 37 28 20 25 23 25 23 22 22 23 21 20 31 20 28 25 36 23 46 2343 25 24 20 23 28 24
internal_value=0 6.70158e-09 1.22391e-08 6.19929e-09 1.31187e-08 3.43855e-07 1.10223e-06 -5.28994e-07 1.70879e-10 -1.35233e-08 3.39375e-07 6.65156e-07 4.67707e-08 6.36993e-07 1.39775e-09 4.0201e-07 -1.00398e-08 -3.68905e-07 -1.50368e-09 4.08409e-07 -1.61319e-07 -1.56058e-08 -5.19575e-09 6.43055e-09 -2.29055e-09 4.32413e-07 -2.05018e-08 -9.66325e-08 3.31906e-07 -6.49939e-09
internal_weight=0 3090 3068 3048 3026 114 61 53 2912 2799 113 90 68 46 2774 77 2697 40 2676 89 61 2587 2556 2510 2487 100 2387 76 51 2367
internal_count=3121 3090 3068 3048 3026 114 61 53 2912 2799 113 90 68 46 2774 77 2697 40 2676 89 61 2587 2556 2510 2487 100 2387 76 51 2367
is_linear=0
shrinkage=0.1


Tree=7935
num_leaves=31
num_cat=0
split_feature=9 3 9 34 11 16 151 52 151 483 484 1 1 4 3 13 13 132 43 42 1213 12 12 2 1212 133 401 0 0 132
split_gain=1.39935e-09 8.77491e-09 2.50763e-09 1.57098e-09 5.11175e-09 1.25521e-09 4.31364e-09 4.06644e-09 7.50363e-09 4.09728e-09 8.20678e-09 5.3584e-09 1.57375e-08 1.17408e-08 8.48971e-09 6.17095e-09 8.44189e-09 8.61241e-09 7.04735e-09 6.0047e-09 1.89577e-08 3.27279e-08 2.62731e-08 1.75452e-08 6.7726e-09 4.23509e-09 4.1549e-09 4.42567e-09 3.56367e-09 3.50956e-09
threshold=0.091600000000000015 -0.014944999999999998 0.086220000000000005 -0.08786999999999999 -1.0000000180025095e-35 -0.083134999999999987 0.093155000000000016 -0.078224999999999975 -0.0038099999999999996 0.098395000000000024 0.10126500000000001 0.094220000000000012 0.090405000000000013 0.00063500000000000004 0.084940000000000015 -0.097224999999999992 -0.094514999999999988 0.088890000000000011 0.0041500000000000009 0.087075000000000014 -0.090764999999999985 0.086305000000000007 0.088245000000000004 0.089320000000000024 -0.087764999999999996 -0.24098999999999995 0.081905000000000019 0.0059850000000000016 -0.061629999999999997 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 8 -6 10 11 12 14 -13 15 18 -17 19 -9 24 -21 -22 -23 -24 -18 -20 27 28 -15 -7
right_child=1 -3 -4 4 5 29 -8 9 -10 -11 -12 13 -14 26 -16 16 17 -19 25 20 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.4757998435513537e-07 6.0925908254670074e-07 -1.7812962243267195e-06 1.0985200030215006e-06 -1.5236684341537263e-06 -4.0183644500757509e-07 5.7513932752270133e-07 -1.3543667010323519e-06 1.9308870862239987e-06 2.0987685587670059e-06 1.0760707378518293e-06 -2.0394172640436636e-06 2.6166872152089128e-06 -2.703490175406387e-06 -3.460234800155725e-08 -2.1702688028568673e-06 -2.0676226669187916e-06 -1.8392515130472021e-06 -1.5761630354948444e-06 9.5107826979301547e-07 -1.5999937893925123e-06 4.853015745993616e-06 -2.4444236368973789e-06 3.8887688322120085e-06 2.6124530506876912e-07 -9.4134084021358294e-08 -1.1068545921943951e-06 1.3534886739089796e-06 -1.4130951952108177e-06 1.2841014599080551e-06 1.9041348012658782e-08
leaf_weight=28 34 28 21 22 24 121 26 31 24 29 22 20 25 188 20 23 24 37 20 31 20 24 20 40 303 20 24 21 23 1828
leaf_count=28 34 28 21 22 24 121 26 31 24 29 22 20 25 188 20 23 24 37 20 31 20 24 20 40 303 20 24 21 23 1828
internal_value=0 -4.70347e-07 9.52404e-09 1.99641e-09 -4.93925e-09 6.24283e-09 -8.25273e-08 -4.98838e-08 8.48466e-07 -9.45686e-08 -1.30838e-07 -8.48989e-08 -2.44152e-07 2.8323e-07 -1.43853e-07 -7.55085e-08 -1.9448e-07 -1.08143e-07 7.99183e-07 9.42612e-09 5.70515e-07 1.21749e-06 3.51893e-07 1.47042e-06 -2.22216e-07 -7.78882e-08 1.00929e-07 -2.86462e-08 1.09143e-07 5.35656e-08
internal_weight=0 62 3059 3038 3010 2988 1039 1013 48 965 936 914 638 276 613 593 522 499 71 462 135 104 84 60 327 40 256 232 211 1949
internal_count=3121 62 3059 3038 3010 2988 1039 1013 48 965 936 914 638 276 613 593 522 499 71 462 135 104 84 60 327 40 256 232 211 1949
is_linear=0
shrinkage=0.1


Tree=7936
num_leaves=31
num_cat=0
split_feature=1212 1212 4 1211 1212 402 1213 1211 1210 401 1212 401 1209 1186 12 132 50 1211 1186 128 4 1210 1210 403 3 1212 1209 400 130 16
split_gain=1.53474e-09 6.41005e-09 5.05527e-09 1.36154e-09 2.66887e-09 3.26886e-09 6.33589e-09 2.49356e-09 2.16245e-09 3.31105e-09 3.80854e-09 2.34959e-09 2.60153e-09 1.50682e-09 7.68461e-09 3.53421e-09 5.52763e-08 4.04145e-08 2.63285e-09 2.3024e-09 7.6358e-09 3.50708e-09 3.11357e-09 1.42551e-08 4.51459e-09 8.31078e-09 4.37167e-09 2.06583e-09 1.80095e-09 5.60488e-09
threshold=-0.092474999999999988 -0.087764999999999996 -0.080924999999999983 0.11716500000000001 0.13631000000000001 -0.45454999999999995 0.0036000000000000003 0.13003000000000001 0.26755500000000004 -0.099524999999999988 -0.063924999999999996 0.11444000000000001 -0.084519999999999984 0.057025000000000006 0.089005000000000015 -0.083284999999999984 0.097510000000000013 0.10167000000000002 -0.086839999999999987 0.10318000000000001 -0.079329999999999984 -0.12043 -0.00046999999999999993 -0.53255499999999989 -0.082404999999999992 0.087490000000000012 0.090230000000000019 -0.07520499999999998 -0.004729999999999999 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 -5 9 -7 -11 12 -12 15 -15 16 18 19 -14 21 -21 -17 23 -23 25 -25 27 -24 29 -29
right_child=1 3 -4 7 -6 8 -8 -9 -10 10 11 -13 13 14 -16 17 -18 -19 -20 20 -22 22 26 24 -26 -27 -28 28 -30 -31
leaf_value=1.4749796628166223e-06 -1.4687752551859982e-06 1.731143457845974e-06 -1.2191930901887342e-08 1.191604667383217e-06 -1.0813055348040982e-06 -1.130131742089501e-06 -5.0311469253343111e-07 -2.5494308963722936e-07 -1.0503542785045285e-06 1.2578883949269464e-06 -9.5745212688755069e-07 1.0464718785994722e-06 -1.2208460831397179e-06 2.066156416154453e-07 -1.6931204902723422e-06 -1.2592327441945435e-06 5.3946409570926343e-06 -4.4994002030307461e-06 -2.120022499461427e-08 1.7202950585826216e-06 -3.6395154479461597e-07 2.8706758983043118e-06 1.010619864700857e-06 1.8296246625008433e-06 -1.2057512800348984e-06 -6.6699034941090464e-07 -1.4177501999380514e-06 6.8154707816704893e-07 1.162941226428051e-08 -8.1949419058454373e-07
leaf_weight=30 30 30 96 26 23 26 22 22 20 24 29 21 21 68 31 22 20 20 142 32 39 21 20 24 24 30 22 35 2065 86
leaf_count=30 30 30 96 26 23 26 22 22 20 24 29 21 21 68 31 22 20 20 142 32 39 21 20 24 24 30 22 35 2065 86
internal_value=0 -1.43747e-08 3.41897e-07 3.40982e-10 -8.35172e-09 1.75558e-10 7.8588e-07 5.28604e-07 -1.42005e-08 -6.85706e-09 3.58827e-09 -7.27147e-09 -1.53153e-08 -5.27786e-09 -3.88251e-07 9.17672e-09 4.33031e-07 -2.26123e-08 -1.75756e-07 1.43859e-08 5.75427e-07 -2.5719e-09 9.30886e-09 5.58055e-07 -6.45737e-08 4.42616e-07 -1.50744e-08 -1.08577e-09 -1.0342e-08 -3.85309e-07
internal_weight=0 2995 126 2965 2917 2894 52 48 2842 2822 2796 2772 2751 2722 99 2623 183 2440 163 2420 71 2349 2327 99 78 54 2228 2206 2186 121
internal_count=3121 2995 126 2965 2917 2894 52 48 2842 2822 2796 2772 2751 2722 99 2623 183 2440 163 2420 71 2349 2327 99 78 54 2228 2206 2186 121
is_linear=0
shrinkage=0.1


Tree=7937
num_leaves=31
num_cat=0
split_feature=132 1185 50 1186 1203 1212 16 1210 402 131 1210 1210 403 1213 1208 1208 401 402 42 12 401 12 43 49 16 402 133 394 401 12
split_gain=1.70672e-09 4.69538e-09 2.30482e-09 2.18054e-09 1.82123e-09 1.49611e-09 1.44456e-08 2.77042e-08 1.10127e-08 2.66972e-09 2.204e-09 2.12636e-09 1.71396e-09 2.92808e-09 1.64403e-09 1.92527e-09 1.58886e-09 2.62629e-09 1.56288e-09 3.38006e-09 4.85522e-09 7.13277e-09 4.22504e-09 2.69239e-09 2.59026e-09 2.57555e-09 2.19865e-09 1.80124e-09 5.89035e-09 9.67232e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.09227500000000001 -0.086839999999999987 0.088520000000000015 -0.089544999999999986 -0.092484999999999984 -0.026879999999999998 0.23460000000000003 0.13695500000000002 -0.099939999999999987 -0.087769999999999973 0.62200000000000011 -0.30202499999999993 0.11846000000000001 0.10233500000000001 0.11602000000000001 0.113945 0.11326500000000002 0.096210000000000004 -0.46360499999999999 0.10806000000000002 -0.23229999999999998 0.079765000000000016 -0.078844999999999985 -0.45015499999999992 0.31382500000000008 -0.11103499999999998 0.09530000000000001 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -3 -8 9 10 -7 -12 13 -9 15 16 17 18 25 24 -21 -22 -23 -24 -20 -13 27 -27 -29 -30
right_child=1 5 -4 4 -6 8 7 12 -10 -11 11 14 -14 -15 -16 -17 -18 -19 19 20 21 22 23 -25 -26 26 -28 28 29 -31
leaf_value=-1.0987647648280906e-06 1.5103303642912838e-06 -1.6708672108377088e-06 -1.0670200444726488e-06 -1.448561554382564e-07 8.3027826611534943e-07 -8.2196732904549212e-07 4.2304530856540623e-06 1.3529480168017471e-06 -2.0953475577698557e-06 9.8451941669606772e-07 1.0401406507298816e-06 -9.0785961148753813e-07 -6.3125678764208723e-07 -1.4190532534772311e-07 8.6599251703360509e-07 -9.5573521380607589e-07 -8.8225578622314069e-07 1.1539757946366081e-06 2.0800039237656165e-07 -1.3715861151857618e-06 1.8375840167921169e-06 -1.4207476010597021e-06 1.0900314232062753e-06 -4.0915638419392052e-07 1.6521462570111641e-06 7.2860413511399715e-07 7.820241432909824e-07 -3.9847982136236738e-09 1.8192807391415045e-07 -2.7292222014130815e-06
leaf_weight=21 21 28 31 148 22 32 20 20 25 28 20 32 24 38 22 21 20 20 23 21 23 20 23 25 27 32 35 2253 25 21
leaf_count=21 21 28 31 148 22 32 20 20 25 28 20 32 24 38 22 21 20 20 23 21 23 20 23 25 27 32 35 2253 25 21
internal_value=0 2.0465e-08 -2.67226e-07 -1.37417e-07 -1.86623e-08 9.59384e-09 3.41086e-07 8.93387e-07 -6.0881e-09 1.30935e-08 3.00076e-09 1.2914e-08 7.94682e-08 3.73561e-07 5.14082e-09 -2.08495e-09 5.61761e-09 1.25004e-08 3.58258e-09 3.04197e-07 -1.00013e-09 3.15289e-07 -1.99605e-07 3.09204e-07 9.87839e-07 -1.67258e-08 -4.6733e-09 -1.64856e-08 -2.68566e-08 -1.14708e-06
internal_weight=0 2899 222 191 170 2878 130 102 2748 2723 2695 2663 82 58 2643 2621 2600 2580 2560 162 112 91 68 48 50 2398 2366 2331 2299 46
internal_count=3121 2899 222 191 170 2878 130 102 2748 2723 2695 2663 82 58 2643 2621 2600 2580 2560 162 112 91 68 48 50 2398 2366 2331 2299 46
is_linear=0
shrinkage=0.1


Tree=7938
num_leaves=31
num_cat=0
split_feature=132 1203 1203 1203 50 393 1185 1185 1177 128 394 129 3 0 1185 393 3 394 1427 157 151 12 142 11 33 47 9 1 0 16
split_gain=1.39634e-09 4.09331e-09 6.37059e-09 3.11999e-09 1.58478e-09 1.54538e-09 1.52095e-09 1.7933e-09 2.14308e-09 2.5906e-09 1.96646e-09 3.89181e-09 1.3622e-09 2.95488e-09 1.32437e-09 2.51506e-09 1.27179e-09 1.24419e-09 1.34396e-09 3.8995e-09 1.57422e-09 8.39083e-09 4.25009e-09 2.03822e-09 4.11936e-09 1.50349e-09 1.1614e-08 2.00648e-08 9.03941e-09 2.46889e-08
threshold=-0.083449999999999983 0.089165000000000008 0.10304500000000001 0.089480000000000018 0.08461500000000001 0.10389500000000002 0.093750000000000014 0.085600000000000009 -0.078779999999999989 0.12086000000000001 -0.11103499999999998 -1.0000000180025095e-35 -0.06977499999999999 -0.09515499999999999 -1.0000000180025095e-35 0.09389500000000002 -0.084854999999999986 -0.08151499999999999 0.089335000000000012 -0.076119999999999979 0.13340000000000005 0.087075000000000014 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.087755000000000014 0.12958500000000003 -0.10151999999999999 -0.12029499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 4 5 12 7 8 -2 10 -10 -12 16 -14 -13 17 -1 -16 20 -20 22 -22 -19 -24 -25 26 -26 -28 29 -27
right_child=1 2 -4 -5 -6 -7 -8 -9 9 -11 11 14 13 -15 15 -17 -18 18 19 -21 21 -23 23 24 25 28 27 -29 -30 -31
leaf_value=-8.6851732798246916e-08 9.8160743753148631e-07 2.0544803088569099e-06 -4.8359760828522188e-08 -1.4350658341300005e-06 -8.2041057599521347e-07 7.9463411539325629e-07 -8.4674179696603025e-07 7.188041919497275e-07 9.8693147883466274e-07 -1.1432779717779341e-06 -1.3981089691128545e-06 -7.8906227069334509e-07 1.1683485106252853e-06 -3.9291035262875896e-07 -5.7626301883361964e-07 1.0982579578380648e-06 -8.550498939996487e-07 1.4239965766126349e-06 1.206022391997408e-06 -5.2345553430396572e-07 8.4854972499215379e-07 -2.0134508187787841e-06 -9.0298821851320107e-07 -1.3578373827013738e-06 2.2170036027284292e-08 1.2323901693971644e-07 -3.8538516686717887e-06 4.2148472990811073e-07 -1.4073128276343239e-07 4.1719172947551892e-06
leaf_weight=66 22 25 34 20 28 21 21 35 20 20 20 21 22 27 37 21 32 21 32 22 20 21 25 22 2153 61 21 23 188 20
leaf_count=66 22 25 34 20 28 21 21 35 20 20 20 21 22 27 37 21 32 21 32 22 20 21 25 22 2153 61 21 23 188 20
internal_value=0 1.82402e-08 8.42674e-07 -2.45297e-07 -1.23892e-07 -7.80599e-09 1.14899e-09 7.45189e-09 -1.47188e-09 -9.28537e-09 -1.03215e-09 -8.27529e-09 -1.2244e-07 3.08063e-07 1.98936e-09 8.17175e-09 -3.37692e-07 -4.14821e-10 7.68955e-09 5.0142e-07 -2.66442e-09 -6.17353e-07 7.28121e-09 -4.55763e-09 4.47001e-09 1.66236e-08 -1.06985e-08 -1.61902e-06 2.39771e-07 1.12291e-06
internal_weight=0 2905 59 216 196 168 2846 2825 2790 2768 2748 2728 147 49 2708 2687 98 2666 2629 54 2575 41 2534 2513 2488 2466 2197 44 269 81
internal_count=3121 2905 59 216 196 168 2846 2825 2790 2768 2748 2728 147 49 2708 2687 98 2666 2629 54 2575 41 2534 2513 2488 2466 2197 44 269 81
is_linear=0
shrinkage=0.1


Tree=7939
num_leaves=31
num_cat=0
split_feature=48 48 0 148 148 1348 147 456 456 150 4 150 160 4 150 150 42 1374 150 150 34 34 34 9 13 10 4 2 13 52
split_gain=1.18889e-09 2.64715e-09 1.53943e-09 1.59977e-09 1.41486e-09 1.58894e-09 1.61306e-09 1.20348e-09 4.02817e-09 2.07629e-09 5.53892e-09 1.71481e-09 1.55498e-08 2.278e-08 4.54897e-09 3.39789e-09 9.36481e-09 5.24826e-09 2.78275e-09 3.15303e-09 2.35913e-09 3.21105e-09 5.1052e-09 6.4717e-09 1.18648e-08 3.96522e-09 2.97981e-08 5.25419e-09 3.10792e-09 5.19353e-09
threshold=-0.14001 -0.091869999999999993 -0.26609999999999995 -0.10665499999999999 -0.086074999999999985 0.090205000000000021 0.091170000000000015 -0.11319999999999998 -0.085409999999999986 0.11770000000000001 0.033845000000000007 0.10348 -0.085764999999999994 -0.0092149999999999992 0.099590000000000026 0.090480000000000019 0.083715000000000026 0.089635000000000006 0.087865000000000013 0.086135000000000017 -0.08786999999999999 -0.083689999999999987 -0.057544999999999992 0.091600000000000015 -1.0000000180025095e-35 -0.0093599999999999985 0.053180000000000012 -0.0091949999999999983 -0.14179999999999995 0.11434500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6 -9 11 -11 14 -13 -14 15 17 -17 18 19 20 -10 -22 -23 25 -25 26 -24 -27 29 -29
right_child=1 2 3 4 5 -7 -8 8 9 10 -12 12 13 -15 -16 16 -18 -19 -20 -21 21 22 23 24 -26 27 -28 28 -30 -31
leaf_value=6.0639237275950109e-07 -1.1530250083069405e-06 8.5444318561453011e-07 -7.3133339762184364e-07 7.8385552935445879e-07 -7.4043945336267251e-07 -7.4008624829761614e-07 7.4588298785188119e-07 1.4162728666633485e-06 9.6443287566216903e-07 2.675360089402342e-07 -1.8808973883161734e-06 2.7812917957297552e-06 -2.8950619482967259e-06 1.3124267521532367e-06 -1.475584375449606e-06 2.3626023704537149e-06 -3.944448831053446e-07 -1.6272131594519127e-06 9.5644323569861932e-07 -1.2325731619609674e-06 -1.1173893045023622e-06 1.3936936083015238e-06 -1.7814473054045266e-06 3.9920872330596811e-07 -3.004068423049233e-06 -1.5149115103233033e-06 3.6119434374389435e-06 -7.3393722270035755e-07 3.2494007737765199e-08 7.1800224205734628e-07
leaf_weight=32 20 21 30 23 22 29 29 20 25 28 21 21 22 31 21 22 28 20 30 21 26 26 20 21 20 23 21 120 2297 31
leaf_count=32 20 21 30 23 22 29 29 20 25 28 21 21 22 31 21 22 28 20 30 21 26 26 20 21 20 23 21 120 2297 31
internal_value=0 -6.28713e-09 1.18591e-09 -4.69284e-09 2.53023e-09 -3.46993e-09 3.73232e-09 -3.59569e-09 1.96539e-09 -7.8053e-09 -6.53221e-07 3.30692e-09 4.78392e-07 -4.34078e-07 -9.37572e-09 1.81671e-09 8.18656e-07 -1.33043e-08 -1.26473e-09 -1.21026e-08 -2.35742e-09 -1.16356e-08 -4.88062e-10 -1.46865e-08 -1.26093e-06 5.65416e-09 9.81021e-07 -1.05296e-08 3.60471e-09 -4.35857e-07
internal_weight=0 3089 3069 3048 3018 2995 2966 2937 2915 2895 49 2846 74 53 2772 2751 50 2701 2681 2651 2630 2605 2579 2553 41 2512 41 2471 2448 151
internal_count=3121 3089 3069 3048 3018 2995 2966 2937 2915 2895 49 2846 74 53 2772 2751 50 2701 2681 2651 2630 2605 2579 2553 41 2512 41 2471 2448 151
is_linear=0
shrinkage=0.1


Tree=7940
num_leaves=31
num_cat=0
split_feature=123 484 52 376 52 40 131 123 120 33 9 3 10 16 16 2 45 52 457 0 13 42 4 4 12 13 43 43 12 481
split_gain=1.2609e-09 2.40329e-09 3.86715e-09 3.86311e-09 3.35723e-09 4.402e-09 3.21822e-09 1.79212e-09 1.82027e-09 2.54609e-09 2.8453e-09 9.18537e-09 4.95449e-09 4.43761e-08 2.10813e-08 5.91135e-09 2.05605e-09 1.87464e-09 4.79046e-09 4.62888e-09 9.3709e-09 7.29574e-09 1.0437e-08 5.06156e-09 1.12086e-08 1.17606e-08 6.93401e-09 7.5001e-09 6.25485e-09 9.22119e-09
threshold=0.08592000000000001 0.085905000000000009 -0.090114999999999987 0.086445000000000008 -0.069804999999999992 -0.07632499999999999 0.086835000000000009 0.084995000000000015 1.0000000180025095e-35 -0.018454999999999996 0.091600000000000015 -0.13309499999999996 -0.0093599999999999985 -0.056919999999999991 -0.23935499999999996 -0.045829999999999989 0.094030000000000016 0.048520000000000008 -0.085584999999999981 -0.097024999999999986 -0.097224999999999992 0.080840000000000009 0.0045450000000000013 -0.088784999999999989 0.084290000000000018 0.021350000000000004 -0.11008499999999999 -0.14386499999999997 0.083715000000000026 -0.081539999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -4 6 -6 8 9 -1 12 -12 13 14 -11 -14 17 -17 -19 21 -21 -20 -23 24 -22 -26 27 -25 -28 -30
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 11 -13 15 -15 -16 16 -18 18 19 20 23 22 -24 26 25 -27 28 -29 29 -31
leaf_value=1.1404025349293078e-06 8.585145852890719e-07 -1.2888476654993044e-06 -1.8056251832376803e-06 4.3913074691550804e-07 -5.7261015725721937e-07 -1.4141576912835446e-06 1.1618450980677154e-06 9.1507573487929632e-07 -8.9704961551846784e-07 9.4038448196442913e-07 6.8008810826954273e-07 -2.178025154426391e-06 -1.6718719680717361e-06 3.6853876131940965e-06 -3.6510581253423882e-06 8.5973391950654816e-08 -7.9743876940043388e-07 1.446220263687792e-06 2.6440950170088701e-08 1.7049480100676344e-06 6.6684565354080409e-07 -2.8861487529801319e-06 -2.9587846419027691e-07 2.5024134619509541e-07 -3.576368032197154e-06 -4.4579636307519521e-07 -1.5261240072087884e-06 2.4528447923444221e-06 1.4837152195001625e-06 -1.4236231774996578e-07
leaf_weight=20 32 20 22 41 23 26 20 22 22 20 22 23 21 31 20 1693 31 20 72 30 30 28 35 52 21 28 30 22 37 607
leaf_count=20 32 20 22 41 23 26 20 22 22 20 22 23 21 31 20 1693 31 20 72 30 30 28 35 52 21 28 30 22 37 607
internal_value=0 -2.53941e-07 -1.27733e-07 -3.66823e-07 -7.29945e-07 -3.86974e-07 2.34113e-07 1.59113e-08 9.12517e-09 1.60162e-08 8.18897e-09 -7.80725e-07 2.07424e-08 8.45543e-07 -1.35534e-06 -4.98362e-10 1.23302e-08 2.16103e-08 -8.60643e-08 -1.16957e-07 -3.1222e-08 -6.61216e-07 -1.44711e-06 -9.42028e-08 -8.55451e-07 -1.78747e-06 -1.38035e-08 9.05069e-07 -1.14689e-07 -4.89386e-08
internal_weight=0 184 164 132 91 69 43 2937 2915 2893 2873 45 2828 71 40 2757 2736 2705 1012 992 857 135 63 827 79 49 748 74 674 644
internal_count=3121 184 164 132 91 69 43 2937 2915 2893 2873 45 2828 71 40 2757 2736 2705 1012 992 857 135 63 827 79 49 748 74 674 644
is_linear=0
shrinkage=0.1


Tree=7941
num_leaves=31
num_cat=0
split_feature=1429 1420 475 471 471 154 474 52 156 155 1 2 2 49 1371 13 480 480 1447 1447 1212 1210 42 1210 48 150 4 401 2 16
split_gain=1.18522e-09 2.73308e-09 1.90558e-09 3.46182e-09 2.27698e-09 2.03976e-09 2.34008e-09 5.3308e-09 2.43913e-09 2.66259e-09 6.01564e-09 1.8557e-09 7.3558e-09 2.05665e-08 9.58659e-09 6.69877e-09 6.29188e-09 6.21609e-09 4.624e-09 4.62349e-09 4.26961e-09 1.41296e-08 1.15355e-08 5.91476e-09 4.12193e-09 8.9285e-09 5.0121e-09 4.11206e-09 6.39771e-09 6.5201e-09
threshold=0.12521000000000002 -0.086589999999999986 -0.50059999999999982 0.10338500000000002 0.093375000000000014 0.084190000000000001 -0.090834999999999985 -0.43851499999999993 -0.092624999999999985 0.11245500000000001 0.10171500000000001 0.087625000000000022 0.087015000000000023 0.08610000000000001 0.083235000000000017 -0.084774999999999989 0.10982000000000001 0.11191000000000002 1.0000000180025095e-35 0.040965000000000008 -0.089544999999999986 -0.21410999999999997 0.092145000000000019 -0.077744999999999995 -0.032929999999999994 0.10081500000000002 -0.0094449999999999968 1.0000000180025095e-35 0.10060500000000001 -0.08595499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -8 11 -11 12 14 15 16 -14 18 19 24 20 22 -22 -13 -23 26 -26 -10 -25 -29 -30
right_child=-2 2 3 -5 -6 -7 8 -9 9 10 -12 17 13 -15 -16 -17 -18 -19 -20 -21 21 23 -24 27 25 -27 -28 28 29 -31
leaf_value=-1.1418957261152433e-06 7.6734162234970438e-07 9.7574118058219043e-07 -1.605970091281177e-06 -1.314887630883277e-06 1.0427553401573927e-06 1.0043948731208729e-06 -1.0965968181153586e-06 2.5241683266930334e-07 2.7384279272392516e-07 2.0783682179370544e-06 -1.6061305037358884e-07 2.1141164920820681e-06 -1.2494102520577145e-06 3.6174062234873752e-06 -2.0945731334688303e-06 8.8459674250435995e-07 -1.6992522660075338e-06 1.2602827402641948e-06 1.3830058715366588e-06 -1.6173969589772244e-06 -2.4749664135015338e-06 1.5891869539007619e-06 -9.633563319680217e-07 -1.4904057996075413e-07 5.5371448385357418e-08 1.8957515513412313e-06 -1.7184448126832715e-06 1.5834564793395759e-06 1.2070496011248275e-06 -9.4840039932048769e-07
leaf_weight=21 20 20 29 20 21 20 20 33 23 20 30 29 24 22 21 38 20 34 27 20 25 21 21 1278 1114 27 28 36 23 36
leaf_count=21 20 20 29 20 21 20 20 33 23 20 30 29 24 22 21 38 20 34 27 20 25 21 21 1278 1114 27 28 36 23 36
internal_value=0 -4.94706e-09 2.80486e-09 -3.5542e-09 5.073e-09 -2.14506e-09 -8.85757e-09 -6.16829e-07 3.97669e-09 1.15226e-08 7.34979e-07 -1.09435e-09 8.45483e-08 9.90616e-07 2.41437e-08 5.85295e-08 6.00542e-08 -7.66713e-08 8.89189e-08 -1.07199e-07 -8.66386e-08 -1.18641e-07 8.21578e-07 -7.63822e-08 5.96066e-08 9.89212e-08 -8.19962e-07 -1.01857e-07 5.32886e-07 -1.0814e-07
internal_weight=0 3101 3080 3060 3040 3019 2999 62 2937 2917 50 2867 1344 84 1260 62 1239 1523 1219 1489 1469 1419 50 1394 1192 1141 51 1373 95 59
internal_count=3121 3101 3080 3060 3040 3019 2999 62 2937 2917 50 2867 1344 84 1260 62 1239 1523 1219 1489 1469 1419 50 1394 1192 1141 51 1373 95 59
is_linear=0
shrinkage=0.1


Tree=7942
num_leaves=31
num_cat=0
split_feature=132 1185 3 132 133 3 2 12 133 401 42 1213 1210 123 39 9 3 33 12 15 13 34 43 376 131 131 483 482 15 482
split_gain=1.1899e-09 4.23816e-09 1.83154e-09 1.02686e-08 2.46128e-09 2.39343e-09 1.75792e-09 3.41657e-09 1.69841e-09 1.14322e-09 4.22429e-09 5.4892e-09 2.87016e-09 1.20293e-09 2.21551e-09 3.99374e-09 2.14859e-08 3.96162e-09 2.08003e-09 4.85822e-09 3.24308e-09 3.11701e-09 3.33102e-09 4.16197e-09 1.72786e-09 2.25432e-09 2.94477e-09 6.58948e-09 4.33922e-09 2.29709e-09
threshold=-0.083174999999999985 -0.083264999999999992 -0.083489999999999995 -0.1075 -0.54084999999999994 -0.086769999999999986 0.089320000000000024 0.11418000000000002 -0.017654999999999997 -0.078179999999999986 0.10306000000000001 -0.060974999999999994 0.26755500000000004 0.08592000000000001 -1.0000000180025095e-35 0.091600000000000015 -0.014944999999999998 -1.0000000180025095e-35 -0.087484999999999993 -0.093244999999999981 -0.085584999999999981 -0.028109999999999996 -0.052894999999999991 0.08573500000000002 0.13695500000000002 0.11863000000000001 0.12325000000000001 0.11524000000000002 -0.065449999999999994 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 -1 -6 -8 -7 10 -3 -12 13 14 -11 17 -17 -16 19 -15 -20 -22 23 -23 25 26 27 29 -28 -19
right_child=1 9 3 -5 6 8 7 -9 -10 12 11 -13 -14 18 15 16 -18 24 20 -21 21 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-2.9453703256746503e-07 1.4325535858006335e-06 1.3225632699231938e-06 9.1968349920534813e-07 -2.5608560494561065e-06 -1.0559704679982805e-06 1.3009071684185379e-06 7.0381938597514483e-07 -9.7101466903517395e-07 1.3284691995352207e-08 9.586580235918519e-07 -1.4237814238662224e-06 6.3251927920174803e-07 -1.1978905877185754e-06 -1.6315033394675994e-06 1.3659642924970038e-06 9.7499706515480758e-07 -3.2898778055737025e-06 3.643400840651996e-08 1.0178111646865775e-06 1.027020526375314e-07 -1.3710115676701663e-06 -2.6585671548673416e-07 -9.2174992071628974e-07 1.622900832387586e-06 8.290978364846944e-07 -7.9903450515463615e-07 1.8453872328228457e-07 1.618603593556145e-06 -1.8735930321867046e-06 -5.0544384060983403e-07
leaf_weight=68 21 30 20 20 23 21 29 21 20 25 21 34 20 30 22 27 21 2288 25 35 20 28 24 20 26 34 21 26 20 81
leaf_count=68 21 30 20 20 23 21 29 21 20 25 21 34 20 30 22 27 21 2288 25 35 20 28 24 20 26 34 21 26 20 81
internal_value=0 1.70842e-08 -2.23131e-07 -5.05233e-07 -6.31634e-08 6.93232e-08 -3.32437e-07 3.89083e-10 6.72799e-07 6.75595e-09 3.68037e-07 -1.52614e-07 -4.239e-09 4.3701e-09 2.18262e-08 1.26989e-08 -8.90886e-07 2.99237e-08 -2.4414e-07 -6.977e-07 7.83828e-09 -2.66611e-07 4.01671e-08 5.21126e-07 1.81477e-08 9.61135e-09 2.08979e-08 3.52834e-08 -8.19428e-07 1.79063e-08
internal_weight=0 2899 222 113 93 109 73 50 41 2878 85 55 2793 2773 2591 2566 48 2518 182 65 117 92 72 48 2496 2470 2436 2395 41 2369
internal_count=3121 2899 222 113 93 109 73 50 41 2878 85 55 2793 2773 2591 2566 48 2518 182 65 117 92 72 48 2496 2470 2436 2395 41 2369
is_linear=0
shrinkage=0.1


Tree=7943
num_leaves=31
num_cat=0
split_feature=9 3 9 34 30 9 132 1203 1185 50 12 52 133 133 133 158 158 483 42 52 154 157 475 474 155 474 1446 1446 3 52
split_gain=1.20863e-09 4.22209e-09 3.89664e-09 1.4469e-09 2.62919e-09 1.42087e-09 1.14634e-09 3.66157e-08 2.35387e-08 6.07e-09 1.17559e-09 2.08108e-09 3.5005e-09 1.97816e-09 1.68681e-09 1.15259e-09 2.00459e-09 1.33434e-09 5.8332e-09 4.95244e-09 2.09494e-09 3.56457e-09 2.32644e-09 2.02424e-09 3.4882e-09 2.0342e-09 1.88954e-09 1.89083e-09 3.47918e-09 4.79159e-09
threshold=0.092410000000000006 -0.014944999999999998 0.088235000000000022 -0.097449999999999981 0.09538000000000002 1.0000000180025095e-35 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.090645000000000017 -0.37971999999999995 -0.084614999999999982 -0.015164999999999998 -0.47382999999999992 -0.4686749999999999 0.10143000000000001 0.22070000000000004 0.12418000000000001 0.084190000000000001 0.63604500000000008 -0.40672499999999995 -0.090834999999999985 0.088610000000000008 -0.072334999999999983 0.11655500000000001 0.091725000000000015 -0.082689999999999986 0.008405000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 9 -8 10 11 12 -5 -14 -15 -10 -17 18 20 -19 21 22 -18 24 -24 -25 27 -27 -29 -30
right_child=1 -3 -4 4 -6 -7 8 -9 15 -11 -12 -13 13 14 -16 16 17 19 -20 -21 -22 -23 23 25 -26 26 -28 28 29 -31
leaf_value=7.9198131263934647e-07 -3.3848498401704122e-07 1.4545848164478534e-06 -1.277386707935572e-06 -1.3384717843879257e-06 -1.0933956425353905e-06 8.2348348033043479e-07 -3.2772264794609576e-06 4.1869283225402068e-06 -6.6902400794788262e-07 -1.8588014637543894e-06 6.8232380358711545e-07 5.7439962538009087e-07 6.1082738689322014e-07 -9.3086141251015021e-07 1.2440531337478151e-07 8.8694203992208024e-07 8.9915556521912644e-07 7.3556018645938511e-08 1.7208175927407864e-06 -1.3859914034242138e-06 1.001013607124367e-06 -1.3316535955709697e-06 1.5800695692909675e-07 9.6749487800645344e-07 -1.6477368646405922e-06 -5.3151772724321251e-09 -9.6641444997658259e-07 1.467250926793895e-06 -1.1372485766969477e-06 1.0255048805231041e-06
leaf_weight=23 29 24 24 26 22 21 22 21 25 20 21 34 32 28 33 26 29 85 20 32 21 20 23 22 20 2332 20 25 20 21
leaf_count=23 29 24 24 26 22 21 22 21 25 20 21 34 32 28 33 26 29 85 20 32 21 20 23 22 20 2332 20 25 20 21
internal_value=0 4.73471e-07 -8.17421e-09 1.83272e-09 -4.18298e-09 3.80724e-09 -1.97288e-09 2.20443e-07 -1.928e-08 -2.08918e-07 -1.92767e-08 -1.15575e-07 -3.1271e-07 -2.59384e-08 -3.59979e-07 6.86919e-09 1.30906e-08 4.64444e-09 1.9663e-08 -3.25636e-07 6.33633e-09 -1.91336e-09 8.67374e-09 -1.72657e-09 -6.81874e-07 1.02596e-08 1.5503e-09 9.6234e-09 5.37453e-07 -2.94968e-08
internal_weight=0 53 3068 3044 3021 2999 2978 215 2763 194 174 153 119 93 61 2741 2716 2690 2573 117 2553 2532 2512 2483 43 2440 2418 2398 66 41
internal_count=3121 53 3068 3044 3021 2999 2978 215 2763 194 174 153 119 93 61 2741 2716 2690 2573 117 2553 2532 2512 2483 43 2440 2418 2398 66 41
is_linear=0
shrinkage=0.1


Tree=7944
num_leaves=31
num_cat=0
split_feature=156 1425 52 12 1429 1429 1371 1374 49 133 156 484 1 2 3 0 1429 457 16 13 1425 48 457 3 1 10 1 1447 160 481
split_gain=1.23776e-09 1.37656e-09 1.29824e-09 3.53029e-09 2.02453e-09 8.63848e-09 5.27834e-09 8.02666e-09 4.08443e-09 1.30942e-08 6.70679e-09 5.54737e-09 4.26933e-09 9.69053e-09 7.77197e-09 4.31623e-09 2.64926e-09 1.59315e-09 5.67208e-09 1.77454e-08 3.35312e-09 2.18885e-09 1.99341e-09 6.84672e-09 1.85951e-09 3.33038e-08 2.07182e-08 7.67787e-09 6.58036e-09 6.44911e-09
threshold=0.32523500000000005 0.10129000000000002 -0.56741999999999992 0.083985000000000018 0.083715000000000026 0.083985000000000018 0.081810000000000008 0.092505000000000018 0.08610000000000001 0.085895000000000013 -0.07414999999999998 0.091040000000000024 0.10439500000000002 0.09142500000000002 -0.084144999999999984 -0.085034999999999986 0.032755000000000006 -0.086839999999999987 -0.0073349999999999986 -0.087184999999999985 0.084030000000000007 -0.09386499999999999 -0.052389999999999992 -0.081814999999999985 0.09253500000000002 -1.0000000180025095e-35 0.093100000000000002 0.059120000000000013 -0.52336499999999997 -0.16223499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_value=-3.2115699675407749e-07 7.6514676428424933e-07 -7.4422237776161642e-07 6.8484979402051576e-07 1.5145506364433459e-06 -2.1258960299272314e-06 -2.079243482739912e-06 2.3948851894997262e-06 -3.0919909260687531e-07 2.3756070631861805e-06 6.9040604856240871e-07 4.4013307653282639e-07 -1.6107274497947154e-06 9.3600523371151217e-07 -1.9438179670790608e-06 1.5077809905506003e-06 -1.3728154122081205e-06 -1.1464531261395906e-06 -8.8338100799437265e-07 6.4138275813859528e-07 -3.0522947833825732e-06 1.3121005372340734e-06 -3.7026255798520784e-07 -4.1057563817048506e-06 2.0183771182148904e-06 3.2350450017778109e-06 -1.8116336633511311e-06 1.8426166786866817e-06 1.7746715495074267e-06 5.0498973987125737e-09 -5.2332964721857242e-09
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internal_value=0 -5.18064e-09 8.2783e-10 5.52989e-07 -6.81833e-09 -2.78817e-07 1.77222e-08 1.1043e-06 -9.24892e-08 5.63616e-07 -3.65527e-07 -5.1495e-07 -1.22447e-07 -4.08515e-07 1.60116e-07 -5.51858e-07 2.60772e-10 8.6987e-09 -4.25381e-07 -1.07381e-06 2.22019e-08 1.23403e-08 2.16816e-08 6.5344e-07 9.49411e-09 -4.86284e-08 1.3545e-07 -1.39761e-09 5.21067e-08 -2.65603e-08
internal_weight=0 3100 3075 42 3033 251 2782 44 228 67 161 42 141 111 81 53 2738 2718 82 51 2636 2616 2589 49 2540 1738 802 1718 781 1694
internal_count=3121 3100 3075 42 3033 251 2782 44 228 67 161 42 141 111 81 53 2738 2718 82 51 2636 2616 2589 49 2540 1738 802 1718 781 1694
is_linear=0
shrinkage=0.1


Tree=7945
num_leaves=31
num_cat=0
split_feature=132 1203 1185 1348 448 160 160 479 481 1447 159 479 480 471 475 16 15 483 12 2 12 4 12 12 12 160 403 484 1454 1209
split_gain=1.2514e-09 4.85798e-09 4.26508e-09 1.24611e-09 2.54092e-09 1.99896e-09 1.53371e-09 2.63976e-09 1.85213e-09 1.6567e-09 2.00678e-09 2.01898e-09 3.64538e-09 2.3004e-09 2.21307e-09 2.22683e-09 2.8209e-09 2.21001e-09 1.05257e-08 8.57509e-09 6.06722e-09 4.94378e-09 2.58086e-09 2.29509e-09 1.14375e-08 7.20348e-09 7.13977e-09 5.4959e-09 4.95828e-09 4.34363e-09
threshold=-0.083449999999999983 0.089480000000000018 -0.087384999999999977 0.095915000000000014 0.056825000000000007 0.60040000000000016 0.51262000000000008 0.11469500000000001 0.11244000000000001 0.059120000000000013 0.15326500000000001 0.097110000000000016 0.10272000000000002 0.094575000000000006 0.055635000000000011 0.51222500000000004 -0.071579999999999991 0.098395000000000024 0.094435000000000005 0.083715000000000026 0.23631000000000002 -0.026489999999999996 0.14786000000000002 0.090545000000000014 0.090020000000000017 0.10455000000000002 -1.0000000180025095e-35 0.12438500000000001 0.10205000000000002 -0.065739999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 8 9 10 11 12 13 14 17 16 -16 20 19 -19 22 -21 23 24 27 29 -26 28 -4 -25
right_child=2 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 21 -22 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-8.0722378028178121e-08 1.4043520632288744e-06 -1.7168291248026436e-06 2.3539799425533336e-09 -7.6081717322397576e-07 1.1082591245645917e-06 -9.6781482847334348e-07 8.8404736402480928e-07 -1.1395252710855176e-06 8.3766388056742641e-07 -6.4175354591264834e-07 8.5688133586765106e-07 -9.7078448756552201e-07 1.1918914791609637e-06 -8.5437409031709965e-07 9.1697250705162028e-07 1.4039757419678525e-06 -6.7005703940702968e-07 -1.8882896845504796e-06 1.871944506482188e-06 1.6558621972589683e-06 -1.7576324466972437e-06 -2.6516240354426002e-07 9.8223105256833018e-07 -1.1185401065105794e-06 3.0325839111355894e-06 -1.8002861181160439e-06 4.743054158022157e-07 1.2605017579570655e-06 -1.2014763454512182e-06 -4.6172413356999738e-08
leaf_weight=196 22 20 1523 21 21 21 20 20 27 39 28 21 26 31 24 22 21 22 35 21 20 37 26 40 20 26 24 34 35 678
leaf_count=196 22 20 1523 21 21 21 20 20 27 39 28 21 26 31 24 22 21 22 35 21 20 37 26 40 20 26 24 34 35 678
internal_value=0 -2.32214e-07 1.72719e-08 6.68722e-09 1.23188e-08 4.21787e-09 1.14564e-08 5.22362e-09 1.34592e-08 5.37585e-09 1.46751e-08 5.89554e-09 1.35917e-08 1.98284e-09 1.21619e-08 5.79457e-07 1.76359e-07 -2.79626e-09 4.25546e-07 -2.07253e-07 -2.3101e-08 4.30381e-07 -8.68264e-09 -1.95077e-08 4.67149e-08 -1.65126e-07 1.63716e-06 2.75785e-09 -2.46897e-08 -1.05914e-07
internal_weight=0 216 2905 2883 2862 2841 2820 2800 2780 2753 2714 2686 2665 2639 2608 67 45 2541 115 80 2426 58 2406 2380 1636 744 44 1592 1558 718
internal_count=3121 216 2905 2883 2862 2841 2820 2800 2780 2753 2714 2686 2665 2639 2608 67 45 2541 115 80 2426 58 2406 2380 1636 744 44 1592 1558 718
is_linear=0
shrinkage=0.1


Tree=7946
num_leaves=31
num_cat=0
split_feature=448 1348 9 3 10 43 2 33 34 10 4 2 13 13 43 2 52 52 0 4 150 474 2 1 150 3 1 1 2 52
split_gain=1.26798e-09 1.913e-09 1.26885e-09 3.34822e-09 3.17246e-09 4.54371e-09 3.87328e-09 1.40639e-09 1.74608e-09 1.59969e-09 1.19542e-08 2.02979e-09 1.47297e-09 5.33103e-09 7.74549e-09 1.12409e-08 3.51389e-09 6.53225e-09 5.42683e-09 2.80069e-09 2.58108e-09 6.88392e-09 1.32815e-08 4.93594e-09 4.30624e-09 2.90428e-09 7.1734e-09 2.24466e-08 6.34432e-09 4.63859e-09
threshold=0.068920000000000023 0.091105000000000005 0.092410000000000006 -0.014944999999999998 0.053330000000000009 -0.080419999999999978 -0.090999999999999984 0.085305000000000006 -0.084564999999999987 -0.011559999999999999 0.053180000000000012 -1.0000000180025095e-35 -0.14179999999999995 -0.097224999999999992 0.097930000000000017 0.092120000000000021 0.11434500000000002 0.048770000000000008 -0.075934999999999989 -0.029144999999999997 0.10980500000000001 0.083855000000000013 0.095040000000000013 0.10638500000000002 0.10605000000000002 0.092670000000000016 0.096125000000000016 0.10205500000000002 0.11704500000000001 -0.080979999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 -1 8 -8 10 -10 -11 16 14 15 -14 17 18 19 -13 24 22 -22 -24 25 -15 29 -28 -29 -27
right_child=-2 -3 3 -5 5 -7 7 -9 9 11 -12 12 13 20 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=1.1932463756373316e-06 -7.9367985108547154e-07 7.9978634782188854e-07 -2.2836726206573338e-07 1.4201817097355988e-06 1.7023073553446011e-07 -1.9613671702245485e-06 8.6417765823685135e-07 -7.7232926021982479e-07 -1.8647795733350848e-06 8.7999580299625597e-07 8.9056034268299212e-07 1.1680341164626335e-06 3.8725444769184954e-07 -3.6305600486232275e-08 -2.9236565494965107e-07 3.4280686867305125e-06 6.3727828562930114e-07 -2.1130640835140401e-06 -1.3022422490394093e-06 -1.2159959446896264e-07 -3.1100879286069274e-06 6.8007379319112724e-07 1.0597466371109476e-06 -1.0882829260678947e-06 1.3383312894651075e-06 2.4226305146404902e-06 -3.0800149556853287e-06 1.4902395465406e-06 -3.0913050845053175e-07 5.350454000563332e-07
leaf_weight=27 20 30 28 22 20 20 23 24 32 26 31 21 31 2258 39 20 35 21 35 85 22 32 20 23 24 23 20 43 36 30
leaf_count=27 20 30 28 22 20 20 23 24 32 26 31 21 31 2258 39 20 35 21 35 85 22 32 20 23 24 23 20 43 36 30
internal_value=0 5.11813e-09 -2.64483e-09 4.96994e-07 -1.09143e-08 -8.95568e-07 9.56304e-10 -9.9414e-09 -3.69659e-09 -1.05632e-08 -5.08977e-07 4.77666e-10 -7.63712e-09 1.21839e-08 7.68489e-07 1.57973e-06 -2.71347e-07 -4.67655e-07 -2.22594e-07 1.33894e-07 -1.47096e-08 -5.20569e-07 -1.11165e-06 -8.91994e-08 5.44991e-09 -7.8236e-09 4.15284e-07 -8.73606e-08 6.70273e-07 1.35419e-06
internal_weight=0 3101 3071 50 3021 40 2981 2954 2930 2907 63 2844 2818 2621 90 51 197 162 141 106 2531 97 65 43 2434 2410 152 99 79 53
internal_count=3121 3101 3071 50 3021 40 2981 2954 2930 2907 63 2844 2818 2621 90 51 197 162 141 106 2531 97 65 43 2434 2410 152 99 79 53
is_linear=0
shrinkage=0.1


Tree=7947
num_leaves=31
num_cat=0
split_feature=130 12 1213 132 1186 1185 1203 1212 1212 52 12 13 1210 12 42 1211 1212 1211 1209 1208 1210 1209 1209 401 133 402 12 1210 42 1212
split_gain=1.11297e-09 3.29593e-09 1.11558e-09 1.12761e-09 3.2903e-08 2.07847e-08 2.69181e-09 1.25868e-09 5.2048e-09 4.93694e-09 1.29394e-08 4.22922e-09 1.93528e-09 9.67277e-09 1.74437e-09 1.69597e-09 8.08906e-09 3.33836e-09 1.47858e-09 4.97548e-09 1.48588e-09 2.24112e-09 2.551e-09 2.96993e-09 3.1531e-09 4.41774e-09 6.53263e-09 4.95946e-09 2.84525e-09 2.41444e-09
threshold=-0.23647499999999996 0.23631000000000002 0.51370000000000016 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.085960000000000023 -0.092474999999999988 -0.087764999999999996 0.086275000000000004 0.088615000000000013 -0.091054999999999983 -0.13847499999999999 0.092355000000000007 0.094165000000000013 0.11671000000000002 0.13613500000000003 0.10326000000000002 0.11386000000000002 0.080860000000000015 -0.087109999999999979 -0.084519999999999984 -0.067109999999999989 -1.0000000180025095e-35 0.50628500000000021 -0.092414999999999983 0.089085000000000011 -0.064344999999999999 -0.074124999999999983 0.10083000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 9 -9 10 -7 -11 13 -10 -12 17 -17 18 19 20 -14 -22 -23 -24 25 26 -25 -27 -26 -29
right_child=1 -3 -4 5 -6 7 -8 8 12 11 14 -13 15 -15 -16 16 -18 -19 -20 -21 21 22 23 24 28 27 -28 29 -30 -31
leaf_value=-7.4358972401711299e-07 -4.618487048886556e-08 1.2244318926687729e-06 7.4049931924946583e-07 -3.0874183274611577e-06 3.877746598975178e-06 3.0199663189023343e-06 -1.0894662774627126e-06 -1.423335166131997e-06 -7.3396578954998408e-07 -1.4834883959987825e-06 -7.5562100789738915e-07 3.6682316325216868e-07 8.2758163314013345e-07 2.10762950765758e-06 5.6512445169687451e-07 -2.0219900120212386e-06 7.8807395006208484e-07 1.0638992864250183e-06 6.7135982670797311e-07 -1.4875832725327044e-06 -9.5916754253266859e-07 1.0644366020849042e-06 -9.3176768976783422e-07 -2.3389433988540987e-06 5.2559447621682751e-08 1.46007975583574e-06 2.1695842491453732e-07 -2.57866997269121e-09 1.7191436813845942e-06 -8.169564921253233e-07
leaf_weight=20 168 22 20 22 22 20 29 26 25 21 20 30 21 23 20 21 20 29 31 23 25 22 35 20 21 23 20 2265 20 37
leaf_count=20 168 22 20 22 22 20 29 26 25 21 20 30 21 23 20 21 20 29 31 23 25 22 35 20 21 23 20 2265 20 37
internal_value=0 4.79153e-09 -3.92302e-09 -8.79011e-09 2.09849e-07 -2.56499e-08 -1.99764e-07 -1.74684e-09 -1.52802e-08 3.28296e-07 9.43157e-07 -3.9507e-07 -1.62503e-09 6.27632e-07 -9.52483e-08 -1.30965e-08 -6.51227e-07 -3.0026e-09 -1.50745e-08 -2.34787e-08 -1.00572e-08 -1.71273e-08 -7.5654e-09 -1.7227e-08 -3.92324e-09 -1.89962e-08 -1.06099e-06 -1.06935e-09 8.65527e-07 -1.56681e-08
internal_weight=0 3101 3079 3059 219 2840 197 2818 2707 111 60 51 2681 48 40 2633 41 2592 2563 2532 2509 2488 2463 2441 2406 2365 40 2325 41 2302
internal_count=3121 3101 3079 3059 219 2840 197 2818 2707 111 60 51 2681 48 40 2633 41 2592 2563 2532 2509 2488 2463 2441 2406 2365 40 2325 41 2302
is_linear=0
shrinkage=0.1


Tree=7948
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 1213 403 1348 448 160 158 1451 1455 484 1455 15 1453 483 483 158 482 42 482 16 15 482 13 160 480 1455 0
split_gain=1.17806e-09 6.63289e-09 2.53077e-09 2.45762e-09 1.49266e-09 1.58498e-09 1.20061e-09 2.33864e-09 1.6005e-09 1.5122e-09 1.91905e-09 1.83782e-09 5.22259e-09 2.35303e-09 2.33879e-09 1.9838e-09 7.65706e-09 2.98418e-09 2.71905e-09 4.98883e-09 1.24593e-08 5.60299e-09 9.98511e-09 5.26169e-09 4.50532e-09 4.48866e-09 8.86952e-09 3.14154e-09 2.87609e-09 7.20335e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 0.086260000000000017 -0.088034999999999988 0.095915000000000014 0.056825000000000007 0.55608500000000005 0.139155 0.091400000000000009 -0.092919999999999989 0.065750000000000017 -0.088559999999999986 0.088495000000000018 1.0000000180025095e-35 -0.095689999999999983 -0.088009999999999991 0.10722000000000002 0.098105000000000012 0.096235000000000015 0.089605000000000018 -0.0073349999999999986 -0.026084999999999994 0.087425000000000017 -0.085584999999999981 -0.030779999999999998 -0.080264999999999989 0.0034400000000000008 -0.067624999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 9 10 11 12 -3 -13 -14 16 -15 -18 19 21 23 24 -23 -21 27 -20 -27 -19 -29 -30
right_child=1 6 -4 -5 -6 -7 -8 -9 -10 -11 -12 13 14 15 -16 -17 17 18 25 20 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-7.6185101945690085e-07 1.7877729186736924e-06 1.879937399280607e-06 -1.2665902031152482e-06 -1.0406661551769503e-06 7.517946405262895e-07 5.9980333496354427e-08 -7.4927896491772123e-07 1.0610201722253501e-06 -7.7915274877463725e-07 8.3487788835803022e-07 -8.6966299386403991e-07 -1.0565321383908321e-06 5.9657544066264265e-07 1.7564878094162849e-06 -8.6762918385829832e-07 -8.6310710728936942e-07 -1.1616902011982431e-06 1.1716333525011737e-06 5.2663024613745321e-07 9.3706699703943735e-07 2.8279493511201343e-06 -2.6852678895276467e-06 3.9850071578668924e-07 -1.1833937483112839e-06 1.4461229341122818e-06 -2.6961365452258353e-06 2.2552501656645874e-08 -2.8318124101348702e-08 9.9816385234031582e-08 2.0643776890208103e-06
leaf_weight=29 21 20 21 25 24 123 21 21 26 22 25 21 24 25 20 26 22 23 24 25 22 21 21 22 22 21 28 2254 99 23
leaf_count=29 21 20 21 25 24 123 21 21 26 22 25 21 24 25 20 26 22 23 24 25 22 21 21 22 22 21 28 2254 99 23
internal_value=0 1.69993e-08 -2.22018e-07 -1.12884e-07 1.89033e-08 -9.68164e-08 4.07839e-09 9.61584e-09 1.83041e-09 9.05659e-09 2.54006e-09 1.04319e-08 5.40062e-07 -2.12697e-09 -6.89721e-08 6.14133e-09 1.46634e-08 -1.91281e-09 7.88186e-09 2.52293e-08 8.63868e-07 1.73513e-09 -1.14338e-06 -5.54891e-08 2.16009e-08 -5.93812e-07 -1.1426e-06 8.53732e-09 -2.72161e-09 4.70184e-07
internal_weight=0 2899 222 201 176 152 2878 2857 2836 2810 2788 2763 64 2699 44 2678 2652 2627 2605 2532 69 2463 42 47 2421 73 49 2399 2376 122
internal_count=3121 2899 222 201 176 152 2878 2857 2836 2810 2788 2763 64 2699 44 2678 2652 2627 2605 2532 69 2463 42 47 2421 73 49 2399 2376 122
is_linear=0
shrinkage=0.1


Tree=7949
num_leaves=31
num_cat=0
split_feature=448 147 150 448 448 40 130 148 150 45 11 33 9 0 0 13 51 52 0 12 12 133 12 42 12 0 1212 1455 1454 133
split_gain=1.29487e-09 1.73275e-09 6.04254e-09 4.76653e-09 1.83626e-09 1.46317e-09 2.00397e-09 1.26322e-09 1.20486e-09 1.53851e-09 7.49133e-09 3.21742e-09 1.64851e-09 2.17502e-09 1.33176e-09 4.82997e-09 6.53944e-09 1.44787e-08 4.44371e-09 1.53904e-09 1.03654e-08 1.37168e-08 8.90874e-09 7.32167e-09 7.27684e-09 6.20349e-09 4.21167e-09 5.45912e-09 5.44798e-09 5.32978e-09
threshold=0.068920000000000023 0.092070000000000013 0.12068000000000002 -0.068129999999999982 -0.087399999999999992 -0.24290999999999999 -0.22229499999999999 -0.088884999999999978 -0.15178999999999995 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 -0.047369999999999995 0.12358500000000001 0.10002500000000002 -0.057604999999999996 -0.082554999999999976 0.10455500000000001 0.085355000000000014 0.08493500000000001 -0.017654999999999997 0.084795000000000023 0.084755000000000011 0.085635000000000003 -0.086729999999999988 0.087615000000000012 0.085885000000000017 0.083100000000000021 0.11269500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 -7 -8 -9 10 -10 -12 14 -14 18 16 -16 -18 19 20 22 -22 26 -23 25 -21 27 29 -29 -13
right_child=-2 2 -4 -5 5 6 7 8 9 -11 11 12 13 -15 15 -17 17 -19 -20 24 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-9.3828849847860916e-07 -8.0205303902403109e-07 1.0983661316762059e-06 1.9676554492775726e-06 -8.4053011599749545e-07 -8.1246343974974242e-07 9.1615485497224351e-07 -7.7414785523831694e-07 6.3469744342607258e-07 1.7651933546858346e-06 -6.5197125801811739e-07 -1.0954122882577833e-06 -1.2645781282130772e-07 1.2041780511122644e-06 -1.1597375267532091e-07 1.1829506035148311e-06 1.6204689544614983e-06 -2.6519924352380094e-06 5.5638434635814824e-07 -1.1945586585682123e-06 4.535863425303433e-08 7.036197797313672e-07 -1.0794223059680993e-06 1.9242258353504281e-06 -3.6050371456688233e-06 1.5324583351781997e-08 2.4534520508970437e-06 -1.0992171347742155e-06 2.2842232226594205e-06 -4.9868283440446248e-08 1.3570727492151492e-06
leaf_weight=21 20 21 20 32 22 24 21 30 24 36 27 773 26 24 31 23 22 39 32 20 23 24 23 22 1615 23 38 20 20 25
leaf_count=21 20 21 20 32 22 24 21 30 24 36 27 773 26 24 31 23 22 39 32 20 23 24 23 22 1615 23 38 20 20 25
internal_value=0 5.16946e-09 4.866e-07 -7.22882e-08 -6.43703e-09 7.0742e-11 6.05927e-09 -1.31739e-09 4.20282e-09 -2.29712e-09 5.84076e-09 -8.97484e-09 1.41617e-09 5.70505e-07 -8.84509e-09 3.24325e-07 2.89398e-10 -6.00735e-07 -2.32599e-08 -8.98665e-09 -1.09178e-07 -1.29034e-06 -1.85217e-08 -2.28733e-06 4.95089e-08 1.33341e-06 -6.95299e-08 -2.28377e-08 1.11718e-06 -7.99813e-08
internal_weight=0 3101 73 53 3028 3007 2985 2961 2940 2910 2874 2850 2823 50 2773 115 92 61 2658 2626 968 69 899 46 1658 43 876 838 40 798
internal_count=3121 3101 73 53 3028 3007 2985 2961 2940 2910 2874 2850 2823 50 2773 115 92 61 2658 2626 968 69 899 46 1658 43 876 838 40 798
is_linear=0
shrinkage=0.1


Tree=7950
num_leaves=31
num_cat=0
split_feature=52 52 1212 52 158 1213 16 401 52 42 12 133 16 12 133 133 133 42 160 13 13 13 482 1 51 15 157 12 393 1185
split_gain=1.11873e-09 3.77483e-09 3.08564e-09 1.08271e-08 5.90593e-09 5.04594e-09 1.07729e-08 7.73597e-09 5.63017e-09 1.47513e-08 1.92105e-08 7.26772e-09 4.5956e-09 7.66772e-09 5.10608e-09 9.67766e-09 1.16123e-08 1.72795e-08 9.4994e-09 7.73863e-09 3.16678e-08 2.33089e-08 9.12172e-09 8.95933e-09 1.30501e-08 4.20399e-09 3.58494e-09 3.74234e-09 3.03551e-09 2.4191e-09
threshold=0.091275000000000009 0.090645000000000017 0.087505000000000013 0.11434500000000002 0.10874500000000002 -0.063509999999999997 -0.072804999999999981 -1.0000000180025095e-35 0.10347000000000002 -0.031659999999999994 0.091475000000000015 0.26753000000000005 0.062650000000000025 0.094225000000000017 0.099660000000000012 0.085265000000000021 0.090665000000000009 0.087405000000000024 -0.046074999999999991 -0.081029999999999977 -0.084154999999999994 -0.077944999999999987 0.089925000000000019 0.098700000000000024 0.11144500000000002 -0.03241999999999999 -1.0000000180025095e-35 0.091930000000000012 0.11333500000000001 0.093750000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 4 -4 5 6 -2 -7 9 -9 -11 12 14 -14 15 19 17 -17 -16 20 -10 -21 23 26 -25 -18 -23 -28 29 -1
right_child=2 -3 3 -5 -6 7 -8 8 11 10 -12 -13 13 -15 18 16 25 -19 -20 21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=1.986925133950465e-08 -3.9452804360605247e-07 1.4007505126301112e-06 1.9373933563808047e-06 -6.6903594515946795e-07 -1.6517094798893177e-06 -2.0345768270792838e-06 2.6442113085067832e-06 6.4114648871004142e-07 -1.5409623687009788e-07 1.0629675557538576e-07 -3.945401207602117e-06 1.5446491799715313e-06 -3.8090925811403673e-07 2.2620226283314487e-06 -2.7529604340751729e-06 2.6270262217756815e-07 6.1998906538462965e-07 4.1407899749401622e-06 1.5935971795499884e-07 3.0744881221587343e-06 -4.6263131801538297e-06 -1.8600981022132146e-06 -2.2438611401175083e-06 2.7951034943705302e-06 -6.4927823001684461e-07 -1.4303733451015432e-06 5.6416593797284469e-07 -1.0027708523401609e-06 1.1903840658078481e-06 -1.0582202261979374e-06
leaf_weight=2343 28 20 30 34 26 22 20 36 76 22 25 29 23 21 21 27 20 20 24 22 20 20 23 22 22 20 27 35 22 21
leaf_count=2343 28 20 30 34 26 22 20 36 76 22 25 29 23 21 21 27 20 20 24 22 20 20 23 22 22 20 27 35 22 21
internal_value=0 3.26411e-08 -1.09824e-07 5.52728e-07 -1.7496e-07 -1.13527e-07 8.71613e-07 -1.9548e-07 -1.22579e-07 -8.82111e-07 -2.04886e-06 1.0983e-08 -8.9415e-08 8.8049e-07 -1.96372e-07 -6.88273e-08 8.47139e-07 1.91295e-06 -1.19972e-06 -3.67288e-07 -1.08581e-06 3.60914e-08 -4.12531e-07 -7.82405e-08 1.07291e-06 -4.05192e-07 -6.95932e-07 -3.20395e-07 2.11733e-08 1.02923e-08
internal_weight=0 2406 715 64 651 625 48 577 555 83 47 472 443 44 399 354 87 47 45 267 96 171 149 126 44 40 82 62 2386 2364
internal_count=3121 2406 715 64 651 625 48 577 555 83 47 472 443 44 399 354 87 47 45 267 96 171 149 126 44 40 82 62 2386 2364
is_linear=0
shrinkage=0.1


Tree=7951
num_leaves=31
num_cat=0
split_feature=401 1210 132 1185 1203 1186 401 42 42 133 1210 133 16 1210 42 0 153 1210 1209 133 403 1212 1211 1212 394 390 128 1185 129 0
split_gain=1.31375e-09 2.0582e-09 1.17371e-09 5.2156e-09 2.43688e-09 1.39652e-09 1.34048e-09 3.41842e-09 5.09298e-09 3.21797e-09 4.23218e-09 1.43576e-09 1.20164e-08 1.8195e-08 1.9306e-09 4.70833e-09 1.91615e-09 1.87341e-09 2.69593e-09 4.37346e-09 2.22237e-09 3.30371e-09 1.92822e-09 2.17574e-09 3.15021e-09 1.99743e-09 1.70031e-09 3.54525e-09 2.67703e-09 5.20416e-09
threshold=0.13837000000000002 -0.38516499999999992 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.010834999999999999 -0.078179999999999986 0.10306000000000001 0.11839500000000001 0.51114000000000004 0.24726500000000004 0.26753000000000005 -0.080344999999999986 -0.00046999999999999993 0.11720500000000002 -0.063634999999999983 0.082840000000000011 1.0000000180025095e-35 -0.084629999999999997 0.18829500000000002 -0.34918499999999997 0.12799000000000002 0.10326000000000002 0.10083000000000002 -0.12099999999999998 0.090205000000000007 0.10773500000000001 0.08790000000000002 0.093925000000000008 -0.074229999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 -5 -9 10 11 14 -13 -14 16 -16 17 18 -8 20 -20 22 23 24 -22 26 27 28 -26 -30
right_child=-2 2 3 6 -6 -7 9 8 -10 -11 -12 12 13 -15 15 -17 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=7.9086774032034701e-07 -7.8828269622698879e-07 5.534974147077979e-07 1.5840879628047422e-06 1.252072295301332e-06 -1.0979456915955715e-06 -2.1168085042062059e-07 8.7852403333548474e-07 -8.6065983678605385e-07 1.1036008800147101e-06 -9.3609584401083597e-07 1.3535651495875873e-06 -1.7464076045770621e-06 2.5637959762434548e-06 -9.8999896502338002e-07 1.3197869545389975e-06 -1.9549188180527068e-07 -8.6423126952275618e-07 -8.9957307028745839e-07 9.4534196966833416e-07 -1.4089660525810774e-06 1.0449005109311938e-06 -1.1234922221949371e-06 7.6897640119775383e-07 -9.2870046410098442e-07 -1.2203446716916338e-08 -9.7474428728327491e-07 7.2879899946087792e-07 -1.298518646394985e-06 3.6273415124102569e-08 1.9817411651246178e-06
leaf_weight=33 21 28 21 30 28 161 35 33 22 37 23 39 25 34 37 46 26 23 25 22 29 26 33 25 2121 21 32 21 44 20
leaf_count=33 21 28 21 30 28 161 35 33 22 37 23 39 25 34 37 46 26 23 25 22 29 26 33 25 2121 21 32 21 44 20
internal_value=0 5.33702e-09 -3.11505e-09 1.39548e-08 -2.27305e-07 -9.83211e-08 2.29956e-09 3.93407e-07 -7.49556e-08 -9.81566e-09 2.84499e-09 -8.72974e-09 -3.84438e-07 5.15846e-07 5.50826e-09 4.79994e-07 -1.02258e-08 -1.26166e-09 7.15772e-09 -5.44989e-09 7.43178e-09 -2.45345e-09 9.97068e-09 -8.58196e-10 9.27994e-09 -4.01488e-09 5.09384e-09 -5.40415e-09 7.02396e-09 6.44232e-07
internal_weight=0 3100 3067 2850 217 189 2829 85 55 2744 2707 2684 98 59 2586 83 2503 2477 2454 2419 2397 2372 2346 2313 2288 2259 2238 2206 2185 64
internal_count=3121 3100 3067 2850 217 189 2829 85 55 2744 2707 2684 98 59 2586 83 2503 2477 2454 2419 2397 2372 2346 2313 2288 2259 2238 2206 2185 64
is_linear=0
shrinkage=0.1


Tree=7952
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 390 133 129 1208 1208 1209 12 42 43 401 15 12 133 12 1210 1212 401 1213 401 16 402 2 399 1211 393 1212
split_gain=1.27253e-09 3.41846e-08 2.14298e-08 4.47825e-09 1.35107e-09 2.58544e-09 1.34572e-09 1.23486e-09 2.67528e-09 1.28408e-09 7.2801e-09 9.56444e-09 2.37853e-08 2.52765e-09 7.15537e-09 2.44057e-09 2.42384e-09 7.4011e-09 1.90169e-09 1.73315e-09 1.2632e-08 9.56935e-09 2.8217e-09 5.20894e-09 2.08468e-09 7.00019e-09 2.99044e-09 1.81591e-09 2.11572e-09 2.65897e-09
threshold=-0.083284999999999984 0.089480000000000018 0.12358500000000001 0.10022000000000002 0.087590000000000015 -0.088669999999999985 0.11091000000000001 0.11531000000000001 0.10233500000000001 -0.065739999999999979 0.092255000000000018 0.090990000000000015 -0.0047449999999999992 -0.078179999999999986 0.097485000000000016 0.096210000000000004 0.51114000000000004 0.093765000000000015 0.014175000000000002 -0.089544999999999986 0.11655000000000001 -0.085714999999999986 0.094270000000000007 -0.087484999999999993 -0.092414999999999983 0.084715000000000013 -0.065739999999999979 0.10326000000000002 0.088255000000000014 0.10083000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 -6 7 8 9 10 11 12 -2 14 15 -11 18 -18 19 21 22 -15 24 -24 25 -21 -26 28 29 -28
right_child=2 -3 -4 -5 5 -7 -8 -9 -10 13 -12 -13 -14 16 -16 -17 17 -19 -20 20 -22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-1.5027229562076757e-08 -2.4933103438635436e-06 4.0687728818917479e-06 -3.279603892174521e-06 -1.5932256573591986e-06 1.3500088257279415e-06 -2.386643430440927e-07 -6.3799488653978302e-07 -6.6868717946514764e-07 9.1993584270255726e-07 7.9434813616527135e-07 -1.8249815584567842e-06 1.9467672332428352e-06 2.0219311113578443e-06 -2.0155953611341226e-07 2.1020795954159029e-06 -5.5737832453547421e-07 6.1016503082100838e-07 -2.0777491705476202e-06 9.3419460127237974e-07 5.9087713755919442e-07 -2.4568355640786607e-06 2.2365948433906109e-06 1.9869172473363504e-06 -2.4291834470411481e-07 9.5213009465376011e-07 -1.5954942170992582e-06 1.1658702905263966e-08 8.5856359911910354e-07 -7.6585216075924311e-07 -8.0120981254633717e-07
leaf_weight=178 28 21 20 20 21 20 33 27 32 22 25 21 20 60 22 34 20 21 22 27 21 22 20 22 33 32 2175 24 37 41
leaf_count=178 28 21 20 20 21 20 33 27 32 22 25 21 20 60 22 34 20 21 22 27 21 22 20 22 33 32 2175 24 37 41
internal_value=0 2.32442e-07 -1.75401e-08 -1.74441e-07 5.0974e-09 5.75046e-07 -3.12784e-09 4.3332e-09 1.08674e-08 2.85284e-10 -3.62941e-07 1.66783e-07 -6.1196e-07 1.31453e-08 5.73981e-07 -2.63429e-08 -3.82996e-09 -7.66572e-07 8.50143e-09 4.00693e-10 -1.48455e-08 4.52579e-07 6.42446e-09 8.18908e-07 -7.98006e-09 -5.94951e-07 7.01185e-09 -6.68552e-09 -1.59026e-08 -3.38083e-09
internal_weight=0 219 2902 198 2882 41 2841 2808 2781 2749 94 69 48 2655 78 56 2577 41 2536 2514 2432 82 2411 42 2369 59 2310 2277 2253 2216
internal_count=3121 219 2902 198 2882 41 2841 2808 2781 2749 94 69 48 2655 78 56 2577 41 2536 2514 2432 82 2411 42 2369 59 2310 2277 2253 2216
is_linear=0
shrinkage=0.1


Tree=7953
num_leaves=31
num_cat=0
split_feature=50 132 1211 50 15 15 2 1 456 12 49 484 50 52 1 51 393 133 484 133 1456 484 0 12 403 159 13 2 1455 0
split_gain=1.11458e-09 3.26818e-08 2.05801e-08 4.99404e-09 3.47829e-09 9.7437e-09 9.85047e-09 9.75633e-09 2.53862e-09 2.65961e-09 6.36865e-09 6.79419e-09 4.37189e-09 3.68192e-09 6.07633e-09 2.35987e-09 2.13698e-09 1.89401e-09 1.80452e-09 4.85407e-09 4.80512e-09 3.85324e-09 1.46182e-08 1.24482e-08 5.49909e-09 3.79023e-09 2.9125e-09 2.64088e-09 2.37547e-09 5.62352e-09
threshold=0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.094920000000000018 -0.089024999999999979 -0.091184999999999988 0.087470000000000006 0.099660000000000012 0.091255000000000017 0.083935000000000023 -0.0087849999999999977 -0.08323499999999999 0.11160500000000002 0.41423000000000004 0.087325000000000014 0.11548000000000001 0.12679500000000002 -1.0000000180025095e-35 -0.093244999999999981 0.087285000000000015 0.085275000000000004 -0.081614999999999979 -0.087414999999999979 0.08598500000000002 -0.55049499999999985 -0.45371999999999996 -0.084154999999999994 0.087195000000000009 0.087050000000000016 -0.085754999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 16 5 6 -3 -8 9 12 -11 -12 -6 14 15 -13 18 -16 19 20 26 22 -20 -24 -23 -26 -1 -28 -27 -30
right_child=1 2 -4 -5 8 -7 7 -9 -10 10 11 13 -14 -15 17 -17 -18 -19 21 -21 -22 24 23 -25 25 28 27 -29 29 -31
leaf_value=-1.2335792648015673e-06 3.9032273755103899e-06 1.7215422671002809e-06 -3.1032621588370347e-06 -1.3285759885955736e-06 -1.2223450632120604e-06 -2.3561240823255504e-06 -2.070317690630383e-06 4.8701626773046373e-07 -7.7253279187061716e-07 2.1478849777414997e-06 -1.0461121161954776e-06 2.7172149793841525e-06 5.0163727708327076e-07 -9.9149595539096314e-08 8.5811706622525206e-07 1.18102810262144e-06 -1.0140169484613926e-06 -4.0258790105243946e-07 8.0098058597778203e-07 1.4315457944391598e-06 1.2736847009898117e-06 1.3718459913120726e-06 -3.7472034955499111e-06 -4.5561741730866574e-07 -1.1304483840982965e-06 -1.2417493485673141e-08 9.2161834464561607e-07 -5.7359587546872926e-07 -4.2094518505564337e-07 1.9504503552525423e-06
leaf_weight=26 22 26 21 29 24 20 26 35 20 23 28 20 38 42 26 20 21 22 37 32 23 29 20 27 30 2346 21 27 20 20
leaf_count=26 22 26 21 29 24 20 26 35 20 23 28 20 38 42 26 20 21 22 37 32 23 29 20 27 30 2346 21 27 20 20
internal_value=0 1.53021e-07 -5.79882e-08 -2.33404e-08 1.14852e-07 -3.65842e-07 9.16943e-08 -6.02995e-07 3.10419e-07 3.99551e-07 5.93176e-07 3.66858e-07 -1.65711e-07 6.7119e-07 1.03885e-06 1.94912e-06 -9.21128e-09 2.80294e-07 -1.27263e-09 3.63551e-07 1.12225e-08 -1.98817e-08 -6.85827e-07 -1.85629e-06 2.99744e-09 -1.34333e-08 -3.81164e-07 8.05603e-08 6.11343e-10 7.64753e-07
internal_weight=0 413 391 2708 370 107 87 61 263 243 181 158 62 130 88 40 2679 48 2658 129 97 2529 84 47 2445 2416 74 48 2386 40
internal_count=3121 413 391 2708 370 107 87 61 263 243 181 158 62 130 88 40 2679 48 2658 129 97 2529 84 47 2445 2416 74 48 2386 40
is_linear=0
shrinkage=0.1


Tree=7954
num_leaves=31
num_cat=0
split_feature=132 1185 1203 123 484 52 4 0 0 39 9 1 10 42 4 15 482 160 13 13 49 1 16 1 1 1 160 480 160 12
split_gain=1.28515e-09 5.35957e-09 3.42094e-09 1.16897e-09 2.16954e-09 3.15838e-09 2.82292e-09 2.54563e-09 2.90335e-09 2.05368e-09 3.90373e-09 6.54563e-09 5.63406e-09 1.74206e-09 2.89368e-09 1.36386e-09 2.90931e-09 4.11629e-09 1.80267e-09 4.03497e-09 7.45561e-09 2.9433e-09 6.00502e-09 1.84969e-09 1.16964e-08 1.1278e-08 7.78896e-09 4.71647e-09 3.90791e-09 3.22398e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.08592000000000001 0.085905000000000009 -0.090114999999999987 0.40124500000000002 -0.09515499999999999 -0.040504999999999992 -1.0000000180025095e-35 0.092235000000000011 0.13075500000000004 0.046740000000000011 0.087825000000000014 -0.008819999999999998 -0.45963999999999994 0.089925000000000019 -1.0000000180025095e-35 -0.41572999999999993 -0.16152999999999998 -1.0000000180025095e-35 0.11507500000000002 -0.0034149999999999996 0.085475000000000009 0.086105000000000015 0.084785000000000013 -0.53908999999999996 0.11191000000000002 -0.55248999999999981 0.083370000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 9 5 -5 13 -8 -9 -3 12 -12 15 14 -7 16 17 -11 21 20 -20 22 -17 25 -25 27 -26 28 -21 -30
right_child=1 3 -4 4 -6 6 7 8 -10 10 11 -13 -14 -15 -16 18 -18 -19 19 23 -22 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-8.2749431887670488e-08 1.6095189207156918e-06 9.2489331245815273e-07 -1.265163208634996e-06 7.9051358317238119e-07 -1.2213905175428864e-06 -2.6242211933177629e-07 9.875888271499603e-07 -1.1480520886461169e-06 5.3546317246855324e-07 9.3109594606251757e-07 -2.1905563606932922e-06 3.0622867208356706e-07 1.440525199671226e-06 4.3417489337116428e-09 -1.8207099500955338e-06 -1.1385670697044198e-06 -1.4403540854601716e-06 -8.8502878598389475e-07 6.3091167527588939e-07 -1.0280134191768747e-06 -1.7793919091742063e-06 1.4558442839900281e-06 1.2825994099330274e-06 2.4235971336979264e-06 -1.8617839609191832e-06 -2.1855745226654714e-06 1.3479532879659365e-07 1.1817422387828244e-06 3.9765731496879274e-07 -5.7243786493672068e-08
leaf_weight=194 21 25 28 31 20 22 23 21 20 24 21 21 28 20 26 21 20 26 21 38 33 23 20 22 20 24 848 33 178 1249
leaf_count=194 21 25 28 31 20 22 23 21 20 24 21 21 28 20 26 21 20 26 21 38 33 23 20 22 20 24 848 33 178 1249
internal_value=0 1.77622e-08 -2.31883e-07 6.14762e-09 -2.38427e-07 -1.17818e-07 -3.31138e-07 1.45542e-07 -3.26825e-07 2.27551e-08 1.43081e-08 -9.42164e-07 2.95942e-08 -7.79778e-07 -1.10649e-06 1.43995e-08 -4.21022e-07 -1.32889e-08 2.64468e-08 1.28483e-08 -8.42052e-07 5.50414e-07 4.24897e-08 3.19878e-08 1.46506e-07 -3.49772e-08 8.87912e-08 -5.21698e-10 -2.71529e-08 -5.00692e-10
internal_weight=0 2899 222 2878 183 163 132 64 41 2695 2670 42 2628 68 48 2600 70 50 2530 2466 54 64 41 2412 890 1522 868 1498 1465 1427
internal_count=3121 2899 222 2878 183 163 132 64 41 2695 2670 42 2628 68 48 2600 70 50 2530 2466 54 64 41 2412 890 1522 868 1498 1465 1427
is_linear=0
shrinkage=0.1


Tree=7955
num_leaves=31
num_cat=0
split_feature=448 1348 46 46 47 47 47 9 10 376 16 376 1429 394 132 12 128 3 133 480 1447 0 0 1455 50 51 4 481 52 2
split_gain=1.08264e-09 1.6231e-09 1.09558e-09 1.72769e-09 1.70042e-09 1.26807e-08 9.69009e-09 1.54209e-09 4.55577e-09 1.77971e-09 3.35449e-09 3.02379e-09 1.72629e-09 1.45411e-09 2.74215e-08 3.23347e-08 1.49596e-09 2.15837e-09 1.65518e-09 9.79554e-09 6.68541e-09 5.76793e-09 2.46282e-08 1.11892e-08 1.56914e-08 8.08172e-09 9.79176e-09 6.35655e-09 9.21898e-09 7.16532e-09
threshold=0.068920000000000023 0.091105000000000005 0.10987500000000001 0.083550000000000013 0.092710000000000015 0.09585500000000001 0.090280000000000013 0.08925000000000001 0.053330000000000009 0.085245000000000015 -0.016164999999999995 0.084495000000000015 -0.15673999999999996 1.0000000180025095e-35 -0.083284999999999984 0.091840000000000019 0.11059000000000001 -0.080104999999999996 0.017095000000000003 0.11191000000000002 0.050705000000000007 -0.067094999999999988 -0.068944999999999992 0.10625500000000002 -0.096124999999999988 0.020580000000000005 0.056795000000000005 -0.087424999999999989 -0.012164999999999999 0.084415000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 9 -9 11 -11 12 -1 16 -15 -16 18 -18 20 21 -14 22 23 24 -20 26 -23 28 -26 -29
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 10 -12 -13 13 14 15 -17 17 -19 19 -21 -22 25 -24 -25 27 -27 -28 29 -30 -31
leaf_value=7.9593569047894425e-07 -7.3338076845175248e-07 7.3671728557656029e-07 7.1740008321187692e-07 -7.8927394367513315e-07 -2.5378753822348121e-06 -4.1847781297748808e-08 2.1147276765922449e-06 1.6896573881586803e-06 -1.8366659496811788e-07 1.9135626688791621e-07 -1.1931471237858206e-06 1.2349417002610607e-06 -5.0873973093462764e-08 3.4132440785842022e-06 1.0760042267953117e-06 -3.8615415140798505e-06 -1.2122135030949723e-06 1.815342082522875e-07 2.8604539042476064e-06 2.2831330358030756e-06 -1.8478789616524626e-06 -2.5455842299589075e-07 -3.3615131645671108e-06 -2.2992990662373814e-06 2.3954964273219627e-07 2.1498798941723052e-06 1.889562430181156e-06 7.3051178661996482e-07 -2.7269193051893129e-06 -7.5963476759843925e-08
leaf_weight=27 20 30 21 28 22 272 22 21 34 35 35 20 1463 22 36 21 25 20 20 20 21 89 22 20 22 28 28 140 20 517
leaf_count=27 20 30 21 28 22 272 22 21 34 35 35 20 1463 22 36 21 25 20 20 20 21 89 22 20 22 28 28 140 20 517
internal_value=0 4.73324e-09 -2.41737e-09 -7.37349e-09 -1.28881e-10 -2.28625e-07 2.44965e-08 7.50272e-09 5.31603e-07 -3.37072e-09 -5.00895e-07 1.01228e-08 5.57623e-10 -7.9172e-09 4.14369e-07 -7.43092e-07 -2.1506e-08 -5.9277e-07 -1.08393e-08 9.40728e-08 -7.63033e-08 4.57492e-08 -6.43889e-08 3.37664e-08 9.86639e-08 6.23784e-07 2.58565e-07 1.96427e-08 -1.17305e-06 9.58882e-08
internal_weight=0 3101 3071 3050 3022 294 2728 2706 55 2651 70 2581 2561 2534 79 57 2455 45 2410 926 1484 906 761 739 719 145 117 699 42 657
internal_count=3121 3101 3071 3050 3022 294 2728 2706 55 2651 70 2581 2561 2534 79 57 2455 45 2410 926 1484 906 761 739 719 145 117 699 42 657
is_linear=0
shrinkage=0.1


Tree=7956
num_leaves=31
num_cat=0
split_feature=132 394 1203 1348 448 160 159 2 2 1456 3 13 2 13 13 13 156 14 151 42 12 1 4 15 4 51 1 0 51 15
split_gain=1.37309e-09 5.57803e-09 3.00307e-09 1.2809e-09 2.45189e-09 1.41491e-09 1.46814e-09 1.56599e-09 9.28466e-09 9.14687e-09 6.90462e-09 1.42501e-08 6.60363e-09 4.02822e-09 7.39145e-09 7.73697e-09 4.54762e-09 3.5156e-09 3.36643e-09 1.05521e-08 3.26766e-09 4.07734e-09 3.22469e-09 6.45885e-09 5.58503e-09 5.35695e-09 5.99004e-09 7.82236e-09 5.82175e-09 5.47007e-09
threshold=-0.083174999999999985 0.11233000000000001 0.088820000000000024 0.095915000000000014 0.056825000000000007 0.60040000000000016 0.15326500000000001 0.10613000000000002 0.10912000000000001 -1.0000000180025095e-35 -0.096099999999999977 -1.0000000180025095e-35 0.10497000000000002 0.24813000000000004 0.10002500000000002 0.06370000000000002 0.11582500000000001 0.084525000000000003 0.10280000000000002 0.088200000000000014 0.10408500000000002 0.12500000000000003 0.033845000000000007 0.11171000000000002 0.057560000000000007 0.095375000000000015 0.10708500000000001 -0.063634999999999983 0.12808000000000003 -0.084564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 7 12 10 -10 -9 -12 17 14 15 16 22 18 -2 -20 -16 -22 23 25 -24 26 27 -11 -27 -28
right_child=1 -3 -4 -5 -6 -7 -8 8 9 13 11 -13 -14 -15 20 -17 -18 -19 19 -21 21 -23 24 -25 -26 28 29 -29 -30 -31
leaf_value=-9.9959553310946307e-08 2.0225624570730914e-08 1.6826217270704546e-06 -1.2078049353801494e-06 -7.7134449532374168e-07 1.0890777308044822e-06 -8.1324501046592118e-07 6.8412675702234083e-07 -1.4648524965570473e-08 2.0116882769695041e-06 2.3488341355459853e-06 -4.2512733729977457e-07 -3.8455986658023213e-06 1.5174038874950688e-06 -1.4262131658359154e-06 1.9469322261972161e-06 -2.0778662906195681e-06 1.1216796091654639e-06 -9.4293627380220392e-07 2.6336950077165967e-06 -3.1247841361032294e-07 -5.1546581376203992e-07 1.4795942354339787e-06 -1.9915110203783117e-06 -8.1888822478504153e-07 -2.4511771863038642e-07 2.6530971018430485e-06 3.8283951369066927e-07 -4.1451857555330209e-07 2.9841666397650057e-07 -1.955978086698451e-06
leaf_weight=194 2018 20 28 21 21 21 32 34 22 20 29 21 30 21 23 20 30 37 20 31 21 20 20 47 217 21 20 21 21 20
leaf_count=194 2018 20 28 21 21 21 32 34 22 20 29 21 30 21 23 20 30 37 20 31 21 20 20 47 217 21 20 21 21 20
internal_value=0 1.83577e-08 -2.39688e-07 6.79626e-09 1.25139e-08 4.54495e-09 1.06435e-08 2.90234e-09 -1.33265e-07 1.28166e-08 -1.1141e-06 -1.86173e-06 4.42115e-08 -6.83184e-08 -1.35856e-08 -1.5454e-07 -6.65156e-08 2.32259e-08 4.05038e-08 8.42884e-07 9.92915e-07 4.57734e-07 -1.54098e-07 1.78253e-07 -3.92493e-07 5.59275e-07 8.4062e-08 9.33458e-07 1.47576e-06 -7.86569e-07
internal_weight=0 2899 222 2879 2858 2837 2816 2784 648 564 84 50 2136 542 521 457 437 2106 2069 51 64 41 407 170 237 123 81 41 42 40
internal_count=3121 2899 222 2879 2858 2837 2816 2784 648 564 84 50 2136 542 521 457 437 2106 2069 51 64 41 407 170 237 123 81 41 42 40
is_linear=0
shrinkage=0.1


Tree=7957
num_leaves=31
num_cat=0
split_feature=448 1348 132 1185 1203 401 0 402 1210 2 2 2 11 15 3 2 484 160 10 48 130 0 150 150 158 2 401 133 12 50
split_gain=1.13329e-09 1.5441e-09 1.11436e-09 4.74815e-09 2.62182e-09 1.2747e-09 3.11024e-09 3.67871e-09 2.54076e-09 1.23929e-09 8.05797e-09 6.18551e-09 1.00357e-08 9.16739e-09 1.36979e-08 8.79332e-09 9.2915e-09 7.91808e-09 6.74531e-09 9.07545e-09 4.66475e-09 4.23305e-09 5.14377e-09 5.06754e-09 3.60262e-09 3.56847e-09 4.25995e-09 3.94612e-09 3.9419e-09 4.96443e-09
threshold=0.068920000000000023 0.091105000000000005 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.078179999999999986 -0.071924999999999989 -0.46267499999999995 0.26755500000000004 0.10584500000000001 0.10497000000000002 0.10912000000000001 0.085155000000000022 -0.067579999999999987 -0.0069549999999999994 0.11018500000000002 0.10126500000000001 0.11205000000000002 -0.38124499999999995 0.087310000000000013 -0.077029999999999987 -0.23001499999999997 0.11235000000000002 0.096430000000000002 0.085620000000000016 0.11177500000000001 0.021890000000000003 -0.0077049999999999992 0.11586 0.091320000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -5 9 10 -7 12 13 -11 -15 -13 17 18 19 -17 -20 -22 23 24 25 -23 27 -27 29 -29
right_child=-2 -3 3 5 -6 8 -8 -9 -10 11 -12 15 -14 14 -16 16 -18 -19 20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-8.9963592541635933e-08 -7.5034622796010816e-07 7.1878486191205113e-07 1.5127570187749891e-06 6.847341870752644e-07 -1.1417184699287949e-06 1.5471213619782317e-08 1.2039523858220491e-06 -9.5774022804562266e-07 -1.1312945846952973e-06 1.2909633438442015e-08 1.7870650251639884e-06 2.0143121933610279e-06 1.0632085940458292e-06 -3.8636461049463832e-06 -3.9926421019724032e-07 2.537799000828562e-06 -1.9946905225035986e-06 1.6852158612184416e-06 -1.682260882134301e-06 -4.0548646438764992e-07 -1.4086770306676045e-06 -1.2256516153489169e-06 1.3779696094691948e-06 -1.6808990108785338e-06 9.5014287547263105e-07 -1.4219969829276164e-06 1.1063564656410564e-06 3.130618037598002e-07 -1.326046293570471e-06 -8.9759403005289291e-07
leaf_weight=194 20 30 21 30 27 2049 30 25 20 28 26 21 21 25 21 22 24 27 20 20 24 28 24 20 33 23 29 175 22 42
leaf_count=194 20 30 21 30 27 2049 30 25 20 28 26 21 21 25 21 22 24 27 20 20 24 28 24 20 33 23 29 175 22 42
internal_value=0 4.83711e-09 -2.13731e-09 1.46371e-08 -2.18459e-07 3.51635e-09 3.84907e-07 -6.18451e-08 -8.29786e-09 -5.26558e-11 3.76695e-08 -1.20659e-07 -8.66177e-07 -1.41371e-06 -2.28208e-06 7.18269e-09 -7.18975e-08 1.87647e-08 -7.45842e-08 1.13623e-06 -1.90162e-07 -1.1911e-07 -4.09545e-08 -1.32498e-07 -4.45207e-08 -1.47417e-07 -4.36692e-08 -1.70962e-07 -5.05697e-08 7.87413e-08
internal_weight=0 3101 3071 2850 221 2829 85 55 2744 2724 2075 649 95 74 46 554 533 509 482 42 440 420 396 372 352 319 291 262 239 217
internal_count=3121 3101 3071 2850 221 2829 85 55 2744 2724 2075 649 95 74 46 554 533 509 482 42 440 420 396 372 352 319 291 262 239 217
is_linear=0
shrinkage=0.1


Tree=7958
num_leaves=31
num_cat=0
split_feature=1348 448 482 4 0 0 483 484 15 13 447 16 1374 150 1374 2 151 16 3 13 1453 13 13 159 484 51 402 3 3 3
split_gain=1.0964e-09 2.24673e-09 1.29795e-09 5.027e-09 4.9563e-09 5.48551e-09 1.22016e-08 6.44335e-09 7.34158e-09 3.7483e-09 2.27807e-09 1.34945e-09 1.11356e-08 8.19794e-09 4.89681e-09 1.32326e-08 6.98929e-09 5.09311e-09 1.40291e-08 7.74638e-09 4.57476e-09 4.74585e-09 3.15075e-08 5.79581e-09 7.81803e-09 8.55615e-09 5.21643e-09 5.94187e-09 1.32389e-08 9.55771e-09
threshold=0.095915000000000014 0.056825000000000007 0.090355000000000005 0.62931500000000018 -0.059114999999999994 -0.077809999999999976 0.11517500000000001 -0.016164999999999995 -0.026084999999999994 -0.084319999999999992 0.091515000000000013 -0.0094449999999999968 0.087855000000000016 0.10635000000000001 0.086765000000000023 0.090935000000000016 -0.53100499999999984 -0.013324999999999998 -0.085784999999999986 -0.082014999999999991 -0.079219999999999985 -0.087324999999999986 -0.085744999999999988 0.10519500000000001 -0.093244999999999981 -0.14097999999999997 0.10874500000000002 0.0051600000000000005 -0.0096849999999999974 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 7 -7 -4 9 -9 11 14 13 20 16 -16 -1 -18 -19 -20 -13 -22 -23 26 -25 -26 27 28 -24 -29
right_child=-2 -3 4 -5 -6 6 -8 8 -10 -11 -12 12 -14 -15 15 -17 17 18 19 -21 21 22 23 24 25 -27 -28 29 -30 -31
leaf_value=-1.7883735825394287e-06 -7.0345800459069678e-07 1.0358282181533424e-06 2.0272681438660541e-06 -1.3051937027815561e-06 1.5681226302604046e-06 -2.4853060697592888e-06 7.3789822039316279e-07 -1.7301417937109033e-07 -1.3877273860115244e-06 1.634073094347599e-06 -8.7087313715983328e-07 1.2486719522826207e-06 -2.4259043127017324e-06 1.9122638063674371e-06 2.8247043271379804e-06 -2.4596318723979495e-07 1.3571379061388822e-08 2.8389862298657441e-06 1.1323703688503883e-06 -1.5527434286576908e-06 4.8664874847353148e-07 -3.855872126757237e-06 -7.2941036172075672e-08 6.4102149281097805e-07 -2.7978825860783574e-06 -4.5663969318854005e-07 1.3616858089028063e-06 2.4009747079389854e-06 -2.3838412626166526e-06 8.8450687323009852e-08
leaf_weight=21 22 21 21 30 25 23 24 22 24 24 30 25 20 21 23 36 1738 24 22 21 112 23 533 25 27 37 27 24 26 70
leaf_count=21 22 21 21 30 25 23 24 22 24 24 30 25 20 21 23 36 1738 24 22 21 112 23 533 25 27 37 27 24 26 70
internal_value=0 4.99207e-09 -2.04092e-09 -1.73966e-08 2.72572e-07 3.78705e-08 -8.39415e-07 4.90974e-07 3.00855e-08 7.69814e-07 -4.00532e-09 5.10362e-09 -9.07362e-08 -4.15747e-08 5.44217e-08 9.51077e-07 2.54498e-08 4.65525e-08 9.02093e-07 -1.78964e-07 -8.57412e-08 -1.22644e-07 -2.08807e-07 -9.97269e-08 -8.58573e-07 -1.44435e-06 -4.07334e-10 -5.67267e-08 -1.80425e-07 6.78882e-07
internal_weight=0 3099 3078 2915 163 138 47 91 70 46 2885 2855 970 950 1885 59 1826 1805 67 43 929 904 792 769 89 64 680 653 559 94
internal_count=3121 3099 3078 2915 163 138 47 91 70 46 2885 2855 970 950 1885 59 1826 1805 67 43 929 904 792 769 89 64 680 653 559 94
is_linear=0
shrinkage=0.1


Tree=7959
num_leaves=31
num_cat=0
split_feature=448 147 150 448 448 120 130 130 394 43 9 3 10 2 33 10 4 10 2 45 480 13 13 43 2 52 4 13 0 1210
split_gain=1.16726e-09 1.65461e-09 4.58768e-09 3.98359e-09 1.33887e-09 1.3551e-09 2.30182e-09 1.61466e-09 1.4334e-09 4.50365e-09 1.44634e-09 4.02565e-09 3.55375e-09 4.55308e-09 1.56031e-09 1.5796e-09 1.84228e-08 5.70858e-09 1.46068e-09 1.49334e-09 1.38203e-09 1.43963e-09 4.03736e-09 6.54396e-09 9.15113e-09 3.73023e-09 5.53297e-09 3.15137e-09 2.61832e-08 2.38434e-08
threshold=0.068920000000000023 0.092070000000000013 0.12068000000000002 -0.068129999999999982 -0.087399999999999992 1.0000000180025095e-35 -0.22461999999999996 -0.14628999999999995 0.013605000000000001 -0.010344999999999998 0.092410000000000006 -0.014944999999999998 0.053330000000000009 -0.090999999999999984 0.085305000000000006 -0.013164999999999998 0.053180000000000012 -0.0091199999999999979 -1.0000000180025095e-35 0.094030000000000016 0.12769000000000003 -0.14179999999999995 -0.097224999999999992 0.097930000000000017 0.092120000000000021 0.11434500000000002 -0.073104999999999989 -0.089109999999999981 -0.083804999999999977 -0.0095099999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 -6 -8 10 -10 12 -12 13 -9 15 16 -15 -17 -19 20 21 25 23 24 -23 26 -20 28 29 -24
right_child=-2 2 -4 -5 5 -7 7 8 9 -11 11 -13 -14 14 -16 17 -18 18 19 -21 -22 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.0212375472737694e-07 -7.6150168013100486e-07 1.0585838048254595e-06 1.7658653905527901e-06 -7.1393311684708749e-07 1.0032384241383072e-06 -5.9424780051573955e-07 -8.545499006438398e-07 1.3726450864245029e-06 -4.0197469957092836e-07 1.6714136998530194e-06 -3.2533991938995168e-07 1.5705317017428961e-06 -9.6000088507690429e-07 -1.2083592187431912e-06 -8.3088570749089783e-07 -1.5491954588942038e-06 2.7739117743272973e-06 7.1844236515516968e-07 -1.5387825745724389e-06 -7.3406174146179687e-07 -7.8913579309094288e-07 3.5317415231181644e-07 -4.2010356196442446e-06 -2.9166547841295823e-07 3.0968104971407231e-06 7.7267159091271823e-07 -1.0745669555944915e-07 3.3121620878344084e-08 2.2080660824581026e-06 -4.6478446809790813e-07
leaf_weight=21 20 21 20 32 23 38 22 24 22 20 24 21 39 26 23 24 21 28 37 28 22 31 20 39 20 28 100 2179 31 117
leaf_count=21 20 21 20 32 23 38 22 24 22 20 24 21 39 26 23 24 21 28 37 28 22 31 20 39 20 28 100 2179 31 117
internal_value=0 4.91525e-09 4.75366e-07 -1.16151e-08 -6.42653e-09 -8.69614e-10 6.72499e-09 -1.05499e-09 5.36666e-09 5.85353e-07 -3.08561e-09 5.594e-07 -1.20077e-08 1.20597e-09 -1.06594e-08 -3.80182e-09 5.70953e-07 -1.3792e-08 -4.2138e-11 -7.62795e-09 1.23633e-10 6.79685e-09 2.61515e-08 6.83441e-07 1.42911e-06 -2.79066e-07 -4.94019e-07 9.46555e-10 -4.16372e-07 -1.01022e-06
internal_weight=0 3101 73 53 3028 3007 2969 2946 2924 42 2882 45 2837 2798 2774 2751 47 2704 2680 2652 2624 2602 2437 90 51 165 137 2347 168 137
internal_count=3121 3101 73 53 3028 3007 2969 2946 2924 42 2882 45 2837 2798 2774 2751 47 2704 2680 2652 2624 2602 2437 90 51 165 137 2347 168 137
is_linear=0
shrinkage=0.1


Tree=7960
num_leaves=31
num_cat=0
split_feature=401 1210 1 484 42 15 43 9 9 34 34 2 403 132 1204 132 1186 1185 1203 1212 1212 1210 1208 1209 45 447 16 399 147 48
split_gain=1.22165e-09 1.53384e-09 1.32516e-09 3.29592e-09 1.03967e-08 4.23803e-09 4.68106e-09 3.0866e-09 2.97978e-09 2.40738e-09 2.44722e-09 2.86021e-09 1.64045e-09 1.92619e-09 2.17348e-09 1.77775e-09 3.35347e-08 3.12326e-08 2.25588e-09 1.59017e-09 8.48683e-09 8.62702e-09 1.64978e-09 2.33111e-09 1.6505e-09 1.63639e-09 1.51727e-09 1.60307e-09 1.50359e-09 1.76279e-09
threshold=0.13837000000000002 -0.38516499999999992 0.13686500000000004 0.090535000000000018 0.11603500000000001 -0.43375999999999998 -0.041049999999999996 0.092410000000000006 0.088235000000000022 -0.08786999999999999 -0.084564999999999987 -0.080614999999999978 0.51370000000000016 -0.44750499999999993 0.053645000000000005 -0.083284999999999984 1.0000000180025095e-35 -0.083264999999999992 0.085960000000000023 -0.09386499999999999 -0.088629999999999987 -0.099939999999999987 0.11846000000000001 0.11027500000000001 0.094030000000000016 0.097325000000000009 -0.088159999999999988 0.086340000000000014 0.092070000000000013 -0.078084999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 -4 -7 8 9 -3 -11 -12 13 -13 15 16 18 -17 26 -19 -21 -22 23 24 25 28 -15 -28 -23 -30
right_child=-2 2 3 -5 -6 6 -8 -9 -10 10 11 12 -14 14 -16 17 -18 19 -20 20 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=6.8326777374860483e-07 -7.6015151296901651e-07 1.0538164608740111e-06 -1.4641484326697689e-06 -1.244915520617034e-06 1.9771882464391682e-06 -1.2788329064150617e-06 3.5880520954378881e-07 9.6086452798010008e-07 -1.1071518107049392e-06 -1.0018093443401692e-06 1.0992841734965473e-06 -8.1659039112529515e-07 6.7353288702381387e-07 -5.7597139116265887e-07 9.3084540935706168e-07 -3.8666467097365446e-06 4.1456941616502268e-06 -4.9830267316718198e-07 -1.1183161574261173e-06 2.0701086799590485e-06 -1.7127480697158247e-06 2.9057843663628193e-08 8.8442095395955465e-07 -1.0606009743696632e-06 -7.6874169044808358e-07 -8.4629702915403228e-07 -3.6383406988231101e-07 5.757658518613989e-07 -8.6933905549813072e-08 1.172635360944696e-06
leaf_weight=33 21 22 30 29 21 24 64 34 24 24 24 29 36 37 25 21 20 61 24 20 29 2259 22 20 26 21 30 46 20 25
leaf_count=33 21 22 30 29 21 24 64 34 24 24 24 29 36 37 25 21 20 61 24 20 29 2259 22 20 26 21 30 46 20 25
internal_value=0 5.14394e-09 -2.15246e-09 -2.75205e-07 -7.28918e-08 -4.37737e-07 -8.78234e-08 1.36712e-08 2.43054e-09 1.1804e-08 3.67194e-09 1.23058e-08 2.8913e-09 -5.93616e-09 2.75156e-09 -5.9028e-09 3.20596e-07 -2.6212e-08 -2.37813e-07 6.00903e-09 1.86065e-08 1.66594e-09 2.24424e-08 1.44443e-08 2.35897e-08 3.24502e-08 -5.0803e-08 2.04871e-07 4.04596e-08 6.12827e-07
internal_weight=0 3100 3067 168 139 118 88 2899 2865 2841 2819 2795 2771 2735 2706 2681 157 2524 137 2503 2442 2422 2393 2371 2351 2325 113 76 2304 45
internal_count=3121 3100 3067 168 139 118 88 2899 2865 2841 2819 2795 2771 2735 2706 2681 157 2524 137 2503 2442 2422 2393 2371 2351 2325 113 76 2304 45
is_linear=0
shrinkage=0.1


Tree=7961
num_leaves=31
num_cat=0
split_feature=44 46 1429 156 105 33 1426 1428 474 47 47 9 1 40 47 1 130 121 394 132 1203 132 2 390 133 480 480 160 1447 1447
split_gain=1.30565e-09 4.04548e-09 2.16585e-09 4.60332e-09 1.78228e-09 2.1145e-09 1.64068e-09 1.31356e-09 1.78997e-09 1.19262e-09 1.13594e-08 4.90084e-09 1.84868e-08 3.74934e-09 3.18173e-09 1.64061e-09 1.57946e-09 3.4262e-09 1.8952e-09 1.87799e-09 4.16209e-08 1.91769e-08 5.3979e-09 1.87091e-09 1.58996e-09 8.36082e-09 6.34668e-09 4.99661e-09 4.73247e-09 4.44869e-09
threshold=0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.079510000000000011 -0.0066799999999999993 -0.085619999999999988 -0.071779999999999997 -0.42010499999999995 0.092165000000000011 0.09585500000000001 -0.013509999999999999 0.10937500000000001 -0.07632499999999999 0.089785000000000018 0.13927000000000003 -0.22699999999999995 -0.088279999999999983 -0.14580499999999996 -0.083284999999999984 0.089165000000000008 -0.066044999999999979 0.083795000000000022 0.088375000000000023 0.017095000000000003 0.11191000000000002 0.11240000000000001 -0.53379499999999991 1.0000000180025095e-35 -0.086424999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -7 -8 -9 11 -11 12 -10 -14 16 -12 -13 -18 -19 20 22 -21 -20 24 26 27 28 -26 -23 -29
right_child=1 -3 3 -5 -6 6 7 8 9 10 15 14 13 -15 -16 -17 17 18 19 21 -22 23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-1.0453312674485461e-06 1.6037635407428753e-06 -2.5837276780293904e-07 8.934949564630957e-07 1.51085427887665e-06 -8.6959741801469672e-07 -9.1492758883759958e-07 -8.1382953055708639e-07 9.1927823643258996e-07 3.4102907591204712e-06 -2.2832485636096563e-06 6.1635422033037956e-08 -7.8975077599352528e-07 6.0015449037109654e-07 -1.1229804969211135e-06 -1.2650776974965085e-06 -8.397097489746971e-07 1.3126784233463697e-06 -6.7568833223847881e-07 -1.6746330500568135e-06 -3.0225327103986884e-06 4.6205929852760622e-06 -6.1695792269524427e-08 1.3708196951423654e-08 7.8490927764520287e-07 -1.3964796123574439e-06 2.1256898406818435e-06 -1.6150233346497072e-06 1.2013181857842679e-06 1.4519677614814663e-06 5.0659535141643165e-08
leaf_weight=20 20 28 26 20 24 20 20 21 20 24 246 25 28 23 20 22 20 41 22 21 20 1258 136 31 23 20 26 35 21 840
leaf_count=20 20 28 26 20 24 20 20 21 20 24 246 25 28 23 20 22 20 41 22 21 20 1258 136 31 23 20 26 35 21 840
internal_value=0 5.17517e-07 -8.08539e-09 -1.29046e-09 -1.12617e-08 -4.41559e-09 -1.22418e-08 -6.14878e-09 -6.59953e-10 -7.27142e-09 -1.99004e-07 1.4016e-08 8.33544e-07 -1.76946e-07 -8.72193e-09 -1.23556e-08 1.17454e-09 9.03974e-09 -1.41446e-09 9.85551e-09 3.22664e-07 -1.46192e-08 -2.21377e-07 1.34048e-08 2.64612e-09 1.0348e-07 -6.82855e-08 5.84422e-08 -3.68428e-08 9.66859e-08
internal_weight=0 48 3073 3053 3033 3009 2983 2963 2943 2922 292 2630 71 51 2559 268 2539 2514 2494 2453 178 2275 158 2254 2223 918 1305 898 1279 875
internal_count=3121 48 3073 3053 3033 3009 2983 2963 2943 2922 292 2630 71 51 2559 268 2539 2514 2494 2453 178 2275 158 2254 2223 918 1305 898 1279 875
is_linear=0
shrinkage=0.1


Tree=7962
num_leaves=31
num_cat=0
split_feature=132 1185 1203 46 46 1426 1428 1428 1 1 484 40 43 1 9 10 376 0 1185 13 1 1 10 1 1 1 1447 480 50 150
split_gain=1.24847e-09 6.22929e-09 3.70887e-09 1.2019e-09 1.31433e-09 1.33955e-09 2.26612e-09 1.42384e-09 1.3244e-09 5.62397e-09 3.91701e-09 7.38322e-09 4.05469e-09 3.89616e-09 2.24642e-09 3.80354e-09 2.43554e-09 2.19314e-09 1.78199e-09 1.95924e-09 1.94056e-09 2.6651e-08 2.26421e-08 1.43388e-08 1.46541e-08 8.63854e-09 5.24648e-09 5.78153e-09 4.62584e-09 4.2271e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10987500000000001 0.083550000000000013 -0.094284999999999994 0.10539000000000001 0.092095000000000024 0.13534000000000004 0.13756000000000004 0.090535000000000018 -0.07632499999999999 -0.063379999999999978 0.13332000000000002 0.092235000000000011 0.0036750000000000007 0.088470000000000007 -0.10474999999999998 0.085600000000000009 -0.0087749999999999981 0.09253500000000002 0.091900000000000023 -0.014199999999999999 0.093400000000000025 0.094090000000000021 0.094715000000000008 0.059120000000000013 0.11144000000000001 0.13276000000000002 0.12640500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 7 8 13 -10 11 -11 -13 14 15 16 18 -14 20 -20 21 26 -22 -24 -25 -26 27 28 -7 -27
right_child=1 3 -4 -5 -6 6 -8 -9 9 10 -12 12 17 -15 -16 -17 -18 -19 19 -21 22 -23 23 24 25 29 -28 -29 -30 -31
leaf_value=-7.3274842790884664e-08 1.7335530647718162e-06 7.8320531015792365e-07 -1.3044433204965703e-06 7.4128089253959359e-07 -6.9508994329225979e-07 -3.2995826359831683e-08 -1.0608114294541339e-06 7.9100250925124704e-07 -1.4876386232696948e-06 1.678854357883048e-06 -1.0428795726673862e-06 -1.4424405969748479e-06 -6.3122911228674641e-07 1.4086756193876227e-06 -9.3578529174465081e-07 1.0834008438712662e-06 -9.0833207293834334e-07 6.6850668637520409e-07 6.5086574510233836e-08 1.2042907424796131e-06 2.5167454586045625e-06 -3.5950315090563634e-06 -2.1311354322506307e-06 2.642444752609663e-06 -1.9786295394754105e-06 1.4672360807360861e-07 1.2006473992544541e-06 -1.3081924920957786e-06 1.1626358931001356e-06 -1.3010164452220168e-06
leaf_weight=194 21 22 28 22 27 1666 20 23 31 28 28 20 20 20 25 33 29 37 36 26 38 21 30 22 21 509 35 35 33 21
leaf_count=194 21 22 28 22 27 1666 20 23 31 28 28 20 20 20 25 33 29 37 36 26 38 21 30 22 21 509 35 35 33 21
internal_value=0 1.74994e-08 -2.28557e-07 4.9778e-09 -6.94006e-10 5.93331e-09 -1.58593e-10 7.45284e-09 9.32707e-10 -2.74684e-07 8.03494e-09 2.88279e-07 -2.17385e-07 1.83178e-08 7.53978e-09 1.677e-08 2.81326e-09 2.12459e-07 1.34122e-08 5.42817e-07 -8.9676e-11 -5.35552e-08 1.49213e-07 1.57088e-11 1.11594e-07 1.0544e-08 -1.15139e-08 -3.59809e-08 -9.77284e-09 8.93603e-08
internal_weight=0 2899 222 2878 2856 2829 2807 2787 2764 164 133 105 77 2600 2580 2555 2522 57 2493 62 2431 1790 641 603 573 551 1769 1734 1699 530
internal_count=3121 2899 222 2878 2856 2829 2807 2787 2764 164 133 105 77 2600 2580 2555 2522 57 2493 62 2431 1790 641 603 573 551 1769 1734 1699 530
is_linear=0
shrinkage=0.1


Tree=7963
num_leaves=31
num_cat=0
split_feature=10 16 1 51 97 34 9 16 2 46 46 474 473 475 1429 156 0 133 1447 479 160 0 0 51 1455 50 3 43 0 2
split_gain=1.39814e-09 1.29211e-08 1.73416e-08 2.60901e-09 1.60958e-09 3.67655e-09 1.82715e-09 5.38187e-09 3.39132e-09 1.14188e-09 1.39815e-09 1.14964e-09 1.09622e-09 1.57817e-09 2.23719e-09 3.34534e-09 2.19837e-09 1.2709e-09 6.70897e-09 5.4255e-09 1.2095e-08 4.69807e-09 2.08536e-08 8.97213e-09 8.39894e-09 7.96381e-09 6.30547e-09 4.98024e-09 1.16658e-08 8.40995e-09
threshold=-0.011559999999999999 -0.056919999999999991 0.10956 0.081440000000000026 -0.084639999999999979 -0.057544999999999992 0.088235000000000022 -0.087484999999999993 -1.0000000180025095e-35 0.10987500000000001 0.083550000000000013 0.12103000000000001 0.076475000000000001 0.051590000000000004 0.12387000000000002 -0.093169999999999989 -0.073309999999999986 0.0033250000000000003 0.059120000000000013 0.093525000000000011 -0.52954999999999985 -0.067094999999999988 -0.068944999999999992 0.020580000000000005 0.10582500000000002 -1.0000000180025095e-35 -0.086224999999999982 0.055925000000000009 -0.070499999999999993 0.093680000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6 8 -8 -7 10 11 12 13 14 15 -10 -15 18 -17 20 -19 22 24 26 25 -22 -23 28 -27 -29
right_child=4 -3 3 -5 5 6 7 -9 9 -11 -12 -13 -14 16 -16 17 -18 19 -20 -21 21 23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-3.5843041729322068e-06 -8.0227387968534467e-07 1.2503535373298292e-06 -6.7291395641264212e-07 6.7137150071258393e-07 9.8450699528467117e-07 1.0571932252347441e-06 3.7719083062863016e-07 -1.8439307643802751e-06 1.1796792781145391e-06 7.585759971107109e-07 -7.9378785978240733e-07 7.265713468934172e-07 -6.2171779214383252e-07 1.1591641552399779e-06 -1.0318449150353054e-06 -3.6639132939963053e-08 -9.3938444933883153e-08 2.4973878772644166e-06 -1.8352820548205362e-06 -1.2882741981761522e-06 2.0823075919906843e-06 1.7554733574343119e-06 -3.1358350757467891e-06 2.2344368254060238e-06 -1.9140599490475282e-06 6.0089161533206345e-08 -1.127953513807622e-07 -7.9049662686388319e-08 -2.2814791841276682e-06 2.3811572508710318e-06
leaf_weight=20 24 36 42 22 39 31 24 20 24 20 22 22 28 28 21 1662 28 21 21 28 20 22 21 27 21 647 101 33 22 24
leaf_count=20 24 36 42 22 39 31 24 20 24 20 22 22 28 28 21 1662 28 21 21 28 20 22 21 27 21 647 101 33 22 24
internal_value=0 -3.34713e-07 -1.01403e-06 -2.10816e-07 1.33827e-08 1.99584e-08 7.15463e-09 -6.3241e-07 1.68785e-08 5.61417e-09 3.17214e-10 6.51016e-09 8.50519e-10 7.14136e-09 -3.6971e-09 4.31742e-09 5.32613e-07 -6.24763e-09 -5.90821e-08 8.3844e-08 1.23906e-07 7.07681e-08 -2.68748e-08 5.83719e-07 5.82466e-08 1.13767e-07 2.21367e-07 5.95376e-08 -1.69131e-08 9.56827e-07
internal_weight=0 120 84 64 3001 2977 2938 44 2894 2863 2843 2821 2799 2771 2715 2694 56 2670 1683 987 959 938 788 150 767 746 123 726 669 57
internal_count=3121 120 84 64 3001 2977 2938 44 2894 2863 2843 2821 2799 2771 2715 2694 56 2670 1683 987 959 938 788 150 767 746 123 726 669 57
is_linear=0
shrinkage=0.1


Tree=7964
num_leaves=31
num_cat=0
split_feature=10 0 10 52 9 12 2 97 9 1446 45 480 479 481 480 153 51 0 0 42 51 0 50 1213 1210 12 1213 1210 1212 1209
split_gain=1.13257e-09 1.08932e-08 1.17864e-08 2.75405e-09 1.57622e-09 7.03083e-09 1.97313e-09 2.06587e-09 6.29805e-09 1.10935e-09 1.18259e-09 1.21176e-09 1.61173e-09 1.57783e-09 2.23564e-09 3.31471e-09 1.70281e-09 6.69441e-09 6.58815e-09 6.36778e-09 2.60067e-09 7.27045e-09 2.02774e-09 1.63752e-09 3.47686e-09 1.54183e-08 3.29048e-09 2.21715e-09 2.17659e-09 1.27072e-08
threshold=-0.011559999999999999 -0.10224499999999999 -0.086389999999999981 -1.0000000180025095e-35 0.085555000000000006 0.085565000000000016 -0.045829999999999989 -0.084639999999999979 -0.013509999999999999 -0.093534999999999993 0.094030000000000016 0.12769000000000003 0.10713500000000002 -0.15689499999999998 0.10272000000000002 1.0000000180025095e-35 -0.22411499999999998 -0.070889999999999995 -0.067094999999999988 -0.095859999999999987 -0.14596499999999998 -0.064754999999999993 -0.26936999999999994 -0.24064499999999997 -0.13847499999999999 0.092355000000000007 -0.43370499999999995 -0.090569999999999998 -0.092474999999999988 -0.085894999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -2 -8 -9 -10 11 12 13 -11 15 16 17 -15 -19 -20 21 -18 -21 26 25 -25 -22 -26 -29 -30
right_child=4 2 -4 -5 5 -7 7 8 9 10 -12 -13 -14 14 -16 -17 20 18 19 22 23 -23 -24 24 27 -27 -28 28 29 -31
leaf_value=-2.1585295596651122e-06 -7.2341460964758653e-07 1.4910551141968297e-07 2.0513574025926573e-06 -1.1053828358902656e-06 1.4576900103734124e-06 -8.8294377692797026e-07 -9.7678338529963842e-07 1.6318468145944583e-06 7.1251494621161664e-07 -6.6202504837877195e-07 -5.95481198691535e-07 -7.6895134526466791e-07 8.2816842358705385e-07 1.5289649305256286e-06 7.6538861056481754e-07 -1.143313306329219e-06 -1.8999126081481039e-06 -1.5068301602620219e-06 1.929336332153753e-06 7.1999675384404331e-07 6.6380359183328656e-08 4.0299336847800957e-07 -4.9438292735585907e-07 -5.8201641373045732e-07 -1.0154995103610937e-06 2.8569612306935973e-06 -1.1507255224153647e-06 6.1623386972376283e-07 -2.33750057075015e-06 2.5164201454056552e-08
leaf_weight=25 37 35 25 35 33 21 21 24 22 35 33 20 24 36 39 25 26 24 20 20 58 29 44 32 21 22 36 59 23 2217
leaf_count=25 37 35 25 35 33 21 21 24 22 35 33 20 24 36 39 25 26 24 20 20 58 29 44 32 21 22 36 59 23 2217
internal_value=0 -3.01242e-07 1.87518e-07 -4.78139e-07 1.20555e-08 5.47444e-07 2.24518e-09 1.14718e-08 1.86554e-08 5.14171e-09 -3.32155e-10 6.65714e-09 1.22171e-08 5.13722e-09 1.36874e-08 2.79728e-09 1.35407e-08 3.48004e-07 -4.56492e-08 3.71831e-07 -5.54876e-09 -6.85653e-07 -1.14889e-07 9.60753e-09 2.58161e-08 8.19049e-07 -3.99745e-07 7.35294e-09 1.66961e-08 9.04697e-10
internal_weight=0 120 95 70 3001 54 2947 2910 2889 2865 2843 2810 2790 2766 2731 2692 2667 144 108 84 2523 55 64 2468 2374 54 94 2320 2299 2240
internal_count=3121 120 95 70 3001 54 2947 2910 2889 2865 2843 2810 2790 2766 2731 2692 2667 144 108 84 2523 55 64 2468 2374 54 94 2320 2299 2240
is_linear=0
shrinkage=0.1


Tree=7965
num_leaves=31
num_cat=0
split_feature=45 2 1429 156 1429 51 51 50 51 52 4 50 1211 49 0 0 0 475 50 50 13 159 393 1208 1208 49 43 43 43 484
split_gain=1.21966e-09 8.60449e-09 2.05872e-09 3.79791e-09 1.79391e-09 1.3977e-09 3.25928e-09 1.20045e-08 5.23582e-09 3.01762e-09 4.69063e-09 2.85891e-09 1.05407e-08 4.92744e-09 8.44172e-09 4.97887e-09 1.02094e-08 5.23434e-09 3.36116e-09 2.98925e-09 2.02999e-09 2.14637e-09 1.94105e-09 1.74483e-09 2.71797e-09 1.59774e-09 4.86165e-09 1.82104e-08 1.32843e-08 9.23123e-09
threshold=0.084355000000000013 0.10672500000000001 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.123935 0.11444000000000001 0.115 0.11144500000000002 -0.049749999999999996 -0.046564999999999988 0.096900000000000014 0.11048500000000001 0.08610000000000001 -0.090644999999999989 -0.084509999999999988 -0.081584999999999977 -0.085684999999999997 0.094920000000000018 0.11028 -0.078279999999999975 -0.40873999999999994 0.11146500000000002 0.11531000000000001 0.10233500000000001 0.09567500000000001 -0.085739999999999997 -0.095589999999999994 -0.081944999999999976 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 8 -8 11 10 -7 18 13 14 -13 17 -17 -16 22 -18 -11 -22 23 24 25 -6 27 -27 -28 -30
right_child=1 -3 3 -5 5 9 7 -9 -10 20 -12 12 -14 -15 15 16 19 -19 -20 -21 21 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=-1.0192443119194649e-06 2.0965751648205353e-06 -5.8118689878483569e-07 -9.3146032066708053e-07 1.3721495724894341e-06 2.8418207554373968e-08 3.4964166334681241e-08 2.3728332433137215e-06 -9.4440760676661741e-07 -1.6146028767138887e-06 6.4476340408958779e-07 -2.0786265254390035e-06 -1.8726734108144152e-06 2.4317810977498254e-06 1.2606990545727116e-06 -4.1977109162871787e-07 -2.212562837723367e-06 1.182683698971232e-06 1.5700295383188253e-06 -1.1099661323653113e-06 -2.2527341192925046e-07 4.1691522293755656e-07 -7.7929357937378547e-07 -7.374645652665398e-07 -8.8463113676404896e-07 9.72319527010831e-07 8.3550512453238841e-08 2.2293597988702157e-06 -3.4971757884250111e-06 -1.4139014666780681e-08 -2.0999920233559048e-06
leaf_weight=20 20 30 21 20 2173 21 24 20 20 32 21 23 22 32 20 21 25 39 28 38 24 40 36 22 29 49 24 20 183 24
leaf_count=20 20 30 21 20 2173 21 24 20 20 32 21 23 22 32 20 21 25 39 28 38 24 40 36 22 29 49 24 20 183 24
internal_value=0 4.89918e-07 -7.98051e-09 -1.35144e-09 -1.04145e-08 -3.98856e-09 1.09487e-08 8.64996e-07 -2.33917e-09 -3.14857e-07 -1.02183e-06 9.14419e-09 3.55221e-07 1.24492e-07 -9.45354e-08 1.91459e-07 -3.03061e-07 8.95521e-07 -2.0275e-08 3.3344e-07 -5.55572e-09 -3.30715e-07 -8.35654e-09 2.04279e-09 9.83928e-09 -1.44739e-09 -2.17774e-07 -9.54341e-07 2.23977e-09 -2.55977e-07
internal_weight=0 50 3071 3051 3031 3010 2872 44 2828 138 42 2808 220 198 166 143 84 59 2588 63 96 64 2560 2524 2502 2473 300 69 231 207
internal_count=3121 50 3071 3051 3031 3010 2872 44 2828 138 42 2808 220 198 166 143 84 59 2588 63 96 64 2560 2524 2502 2473 300 69 231 207
is_linear=0
shrinkage=0.1


Tree=7966
num_leaves=31
num_cat=0
split_feature=472 1429 1426 0 1429 475 1429 156 156 4 3 3 2 475 151 16 150 0 49 151 49 1374 150 42 4 12 1375 1375 151 456
split_gain=1.28588e-09 3.53212e-09 1.3525e-09 2.89471e-09 1.68523e-09 2.98931e-09 2.24272e-09 1.71364e-09 6.47351e-09 6.34469e-09 2.94413e-09 5.19959e-09 3.53464e-09 3.14914e-09 1.32567e-09 6.24446e-09 4.1658e-09 3.51737e-09 2.4652e-09 4.65944e-09 3.36756e-09 2.6911e-09 3.78994e-09 2.09624e-08 1.70364e-08 1.15458e-08 3.33933e-09 2.22916e-09 4.26179e-09 1.98174e-09
threshold=-0.38234499999999999 -0.23587499999999997 -0.061919999999999996 -0.053834999999999994 -0.069929999999999978 -0.0056899999999999997 -0.026244999999999997 0.091255000000000017 0.089770000000000016 -0.50262499999999988 -0.10831999999999999 -0.085384999999999975 0.091185000000000002 -0.073839999999999975 0.10561000000000002 -0.083134999999999987 0.12640500000000002 -0.26609999999999995 -0.088694999999999982 0.056735000000000001 -0.10069499999999999 -0.096434999999999979 0.090480000000000019 0.083995000000000014 0.0067750000000000006 0.084795000000000023 0.093520000000000006 0.084795000000000023 -0.083804999999999977 0.087635000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -6 8 14 -9 -11 -12 -13 -14 16 -16 17 -8 20 21 -19 -20 26 24 -24 -25 27 29 -29 -23
right_child=1 2 4 -5 6 -7 7 9 -10 10 11 12 13 -15 15 -17 -18 18 19 -21 -22 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=-7.2915374479028594e-07 1.2402738933736185e-06 2.6941501360511208e-07 1.5213205804798237e-06 -1.4319709606525067e-06 -1.060408467878915e-06 -1.3403567559559332e-07 1.3203430887642754e-06 1.8497692103071881e-06 -1.8103804862334984e-06 -9.4670935339991053e-07 1.6643620540435223e-06 -8.2127892132907501e-07 1.3199067633233124e-06 -3.5452227204283795e-08 -7.553010194979751e-07 1.4960434900298684e-06 -1.1667665515438609e-06 -2.04730497143347e-07 -9.5914902603594937e-07 1.5309904051719058e-06 -1.5665358494681476e-06 -4.6051816566621761e-09 3.9632950688428538e-06 -2.3180920021122106e-06 3.3246902132942425e-07 7.5771241184789373e-07 -1.2711077899785735e-06 1.7868255417852199e-06 -9.7715202021693894e-08 -6.2322168053830161e-07
leaf_weight=24 23 20 20 20 20 24 20 23 20 24 22 37 24 60 22 28 31 104 29 20 22 2259 24 26 28 23 21 20 30 53
leaf_count=24 23 20 20 20 20 24 20 23 20 24 22 37 24 60 22 28 31 104 29 20 22 2259 24 26 28 23 21 20 30 53
internal_value=0 5.64852e-09 -3.58908e-09 -5.81278e-07 4.02712e-09 6.18399e-07 -5.0138e-09 2.09323e-09 -1.77648e-08 2.92647e-07 7.81931e-08 2.50205e-07 -6.9148e-09 3.51793e-07 -4.7748e-09 5.05452e-07 -1.41886e-08 -8.51537e-10 -1.07891e-08 1.0686e-08 -4.42506e-07 -1.41352e-09 9.76777e-09 6.09755e-07 2.00823e-06 -8.74347e-07 -1.56618e-08 -4.49992e-09 6.56101e-07 -1.87863e-08
internal_weight=0 3097 3074 40 3034 44 2990 2970 2780 190 167 143 121 84 2760 50 2710 2679 2659 2533 126 2513 2484 101 52 49 2383 2362 50 2312
internal_count=3121 3097 3074 40 3034 44 2990 2970 2780 190 167 143 121 84 2760 50 2710 2679 2659 2533 126 2513 2484 101 52 49 2383 2362 50 2312
is_linear=0
shrinkage=0.1


Tree=7967
num_leaves=31
num_cat=0
split_feature=132 393 1203 123 123 97 1 1 120 15 43 1 9 15 15 10 16 9 15 4 48 42 4 12 12 15 49 15 1 16
split_gain=1.07977e-09 5.2432e-09 2.87982e-09 1.08833e-09 1.95186e-09 2.59729e-09 3.44892e-09 3.31856e-09 1.90734e-09 3.04807e-09 1.79757e-09 1.78993e-09 7.2144e-09 6.52974e-09 3.50915e-09 3.40188e-09 2.44581e-09 1.63204e-09 1.40735e-09 5.47972e-09 1.26348e-08 2.53665e-08 9.42189e-09 6.21391e-09 6.75978e-09 4.86047e-09 7.38767e-09 6.42022e-09 3.9935e-09 4.24583e-09
threshold=-0.083174999999999985 0.12069000000000002 0.088820000000000024 0.08592000000000001 0.087755000000000014 -0.049229999999999996 0.13707500000000003 0.12656000000000003 1.0000000180025095e-35 -0.5556049999999999 -0.077044999999999988 0.13743000000000002 0.092890000000000014 -0.43375999999999998 -0.037864999999999989 0.053330000000000009 -0.11118499999999999 0.087755000000000014 -0.094549999999999981 0.053180000000000012 0.078735000000000013 0.083425000000000013 0.09173000000000002 0.093105000000000007 0.088245000000000004 -0.092489999999999989 0.085805000000000006 -0.091964999999999977 0.09253500000000002 -0.011989999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 8 -5 -6 7 10 9 -2 -7 12 15 -13 16 17 -15 18 19 20 21 -11 -21 24 28 26 -20 -27 29 -22
right_child=1 -3 -4 4 5 6 -8 -9 -10 11 -12 13 -14 14 -16 -17 -18 -19 25 22 23 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-7.5717830678471375e-08 1.0659281418920078e-06 1.5906625061948684e-06 -1.1605909609357925e-06 -9.9990097146880031e-07 -1.1257599475183746e-06 7.2720652859459285e-07 1.0145094949365329e-06 -1.0689375382951531e-06 -9.5216090358007931e-07 4.6858243581482381e-06 -2.7834559890749238e-07 -1.8334171718000411e-06 1.8354758731737261e-06 1.3403278870782743e-06 -1.0054511366774933e-06 -1.1938829511168677e-06 -1.3450398119343647e-07 8.6634585573086087e-07 1.4634117046479068e-08 -2.1970237940292595e-06 -9.2760194115232053e-07 -9.2234179646766292e-08 6.0945637233015841e-08 -1.5170500535077736e-06 2.0684754076683022e-06 1.795488847164961e-06 -2.4145748544209972e-06 -4.9336371818535581e-09 1.0466013922298096e-06 5.0079916455184797e-07
leaf_weight=194 28 21 28 28 21 32 30 31 20 20 40 24 22 22 20 23 23 23 31 21 46 25 154 20 20 20 21 2044 31 38
leaf_count=194 28 21 28 28 21 32 30 31 20 20 40 24 22 22 20 23 23 23 31 21 46 25 154 20 20 20 21 2044 31 38
internal_value=0 1.62811e-08 -2.12549e-07 4.79322e-09 -2.31886e-07 -9.22464e-08 7.09399e-08 -2.03886e-07 2.07708e-08 2.80423e-08 1.68566e-07 1.70677e-08 3.24004e-08 -4.23791e-07 9.66861e-08 1.67648e-08 5.86525e-07 2.78407e-08 2.00986e-08 1.98647e-07 5.56222e-07 2.03135e-06 -2.10011e-07 1.2796e-07 3.71665e-07 -1.15439e-08 -9.66393e-07 1.25123e-08 7.6568e-08 -2.8142e-07
internal_weight=0 2899 222 2878 182 154 133 103 2696 2676 72 2648 2559 89 65 2537 45 2514 2491 375 200 45 175 155 135 2116 52 2064 115 84
internal_count=3121 2899 222 2878 182 154 133 103 2696 2676 72 2648 2559 89 65 2537 45 2514 2491 375 200 45 175 155 135 2116 52 2064 115 84
is_linear=0
shrinkage=0.1


Tree=7968
num_leaves=31
num_cat=0
split_feature=448 1348 46 454 40 130 456 13 16 475 456 456 1445 42 1447 1446 480 1429 1373 150 1429 150 156 2 1 3 4 15 159 482
split_gain=1.06008e-09 1.65534e-09 1.21966e-09 1.19331e-09 1.06449e-09 1.91404e-09 1.29351e-09 3.46579e-09 1.02109e-08 3.83283e-09 3.29976e-09 2.71432e-09 5.09947e-09 2.53783e-09 2.32041e-09 1.94909e-09 4.27991e-09 1.85511e-09 1.14233e-08 9.75495e-09 3.70215e-09 3.40249e-09 3.08546e-09 4.69331e-09 2.9659e-09 3.14585e-09 4.31405e-09 5.07022e-09 2.42841e-09 4.12581e-09
threshold=0.068920000000000023 0.091105000000000005 0.10987500000000001 -0.083524999999999988 -0.24290999999999999 -0.22229499999999999 0.088285000000000016 -0.08459499999999999 -0.010264999999999998 -0.081774999999999973 0.087680000000000022 0.087015000000000023 0.077020000000000019 0.08623500000000002 0.059120000000000013 -0.088809999999999986 0.11471500000000003 0.083715000000000026 1.0000000180025095e-35 0.10699000000000002 0.032755000000000006 0.12820000000000001 0.094415000000000013 0.10644500000000001 0.089370000000000019 -0.065229999999999996 -0.0047449999999999992 -0.053579999999999996 -0.47354999999999997 0.11789500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 10 8 13 -9 11 12 14 -8 15 -7 17 18 20 22 21 28 23 24 25 26 27 -19 -17 -30
right_child=-2 -3 -4 4 5 6 7 9 -10 -11 -12 -13 -14 -15 -16 16 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-6.9581910247507052e-07 -7.2570228326185316e-07 7.4389556345977328e-07 7.5694307551679056e-07 -6.6542383763135155e-07 9.1196313267415554e-07 -9.5291468782802853e-07 -9.0801952069341506e-07 -1.3154262757910016e-06 2.5706780113730271e-06 3.5291526700120813e-07 -1.2974483718153352e-06 9.8941441979992257e-07 -1.5345457763322143e-06 6.8503683394283142e-07 8.8377017493320608e-07 8.9640435514108205e-07 1.2690117231911176e-06 -1.6940506947094035e-06 1.7974097473987579e-06 -2.1604730191313591e-06 -1.3440428975151183e-06 -1.0873545212736393e-06 8.2158525303425864e-07 -1.595133520285427e-06 1.0428043266715163e-06 -1.3618980784713131e-06 1.2730811574458909e-06 2.4804899611609006e-07 4.0216967244298691e-09 -1.341808519614658e-06
leaf_weight=25 20 30 21 24 23 22 20 21 22 40 20 27 22 20 29 30 26 20 35 25 21 29 33 22 22 20 21 41 2367 23
leaf_count=25 20 30 21 24 23 22 20 21 22 40 20 27 22 20 29 30 26 20 35 25 21 29 33 22 22 20 21 41 2367 23
internal_value=0 4.67941e-09 -2.54185e-09 -7.77109e-09 -2.08474e-09 3.22021e-09 -3.79829e-09 3.13723e-07 8.40246e-07 -2.21432e-07 -1.74778e-08 -8.44807e-09 -1.80429e-08 -1.11491e-07 -6.06764e-09 -1.54276e-08 -7.88653e-09 -2.01417e-08 3.47347e-09 -3.10123e-07 -2.19467e-08 -1.06098e-08 -5.16938e-08 -2.49079e-07 -1.02626e-08 -2.37395e-07 3.68744e-08 -3.88705e-07 2.29334e-09 -8.92981e-09
internal_weight=0 3101 3071 3050 3025 3001 2978 123 62 61 2855 2835 2808 40 2786 2757 2735 2709 2505 204 2470 2449 179 146 124 102 82 61 2420 2390
internal_count=3121 3101 3071 3050 3025 3001 2978 123 62 61 2855 2835 2808 40 2786 2757 2735 2709 2505 204 2470 2449 179 146 124 102 82 61 2420 2390
is_linear=0
shrinkage=0.1


Tree=7969
num_leaves=31
num_cat=0
split_feature=482 0 39 42 42 3 483 47 13 52 47 47 0 1 0 160 0 12 4 148 447 42 132 1 1185 394 0 130 43 43
split_gain=1.20296e-09 4.9599e-09 4.66801e-09 3.92913e-09 6.80145e-09 5.03663e-09 3.62768e-09 1.26636e-09 2.50589e-09 2.68307e-09 1.72865e-09 1.29305e-08 1.20548e-08 4.60897e-08 1.27882e-08 2.74129e-09 3.49842e-09 4.09358e-09 3.25112e-09 1.69454e-09 3.05006e-09 1.59339e-09 1.52178e-09 3.97774e-08 2.00574e-08 6.49367e-09 2.0262e-09 1.83504e-09 1.59465e-09 4.13564e-09
threshold=0.090355000000000005 -0.059114999999999994 0.15619500000000003 0.096450000000000022 0.089625000000000024 -0.083924999999999986 0.088610000000000008 0.11939500000000002 -0.074044999999999986 -0.034054999999999995 0.092710000000000015 0.09055500000000001 -0.10224499999999999 0.099660000000000012 -0.095504999999999993 -0.085024999999999989 -0.091354999999999978 0.096395000000000022 -0.008819999999999998 -0.10069499999999999 0.094580000000000011 0.088060000000000013 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.0057250000000000009 -0.073309999999999986 0.10923000000000001 0.18116500000000002 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 5 -2 -7 10 -9 -10 11 19 13 -12 -14 -16 -17 18 21 -1 22 -18 23 25 -24 26 27 -21 29 -26
right_child=1 -3 -4 -5 -6 6 -8 8 9 -11 12 -13 14 -15 15 16 17 -19 -20 20 -22 -23 24 -25 28 -27 -28 -29 -30 -31
leaf_value=8.233807761826029e-07 -1.1137141189720978e-06 1.5603656638631947e-06 -1.5002381963941368e-06 -1.0050687267031553e-06 1.7533104023641501e-06 1.3506355244317093e-06 -3.0667311027140649e-07 -3.7308504055033612e-07 1.4464905987665589e-06 1.4903470701627871e-07 -5.1128887987901683e-06 2.5394502261022467e-06 2.275879101650465e-06 7.9612443814215978e-07 6.269440488419302e-07 -1.6126397334963779e-06 2.8022302046792906e-07 -1.2976421343087927e-06 1.2548518322135006e-06 -4.0012477900242456e-08 -1.05880840156455e-06 -9.1729647920146819e-07 -3.1844527183011456e-06 3.8937354632323082e-06 7.5524003650455135e-09 -2.0090231305402994e-06 8.2289701588305902e-07 -1.0039796807177482e-06 3.9282615858544735e-07 -6.5999327816989914e-07
leaf_weight=24 32 25 21 29 25 25 28 32 28 37 22 20 24 33 30 21 25 24 21 94 28 20 20 26 2147 20 21 25 97 97
leaf_count=24 32 25 21 29 25 25 28 32 28 37 22 20 24 33 30 21 25 24 21 94 28 20 20 26 2147 20 21 25 97 97
internal_value=0 2.63629e-07 -1.46148e-08 3.04026e-08 3.0339e-07 -1.23057e-07 4.75076e-07 -3.98875e-09 3.51312e-07 7.07939e-07 -1.61283e-08 6.48762e-09 -2.85361e-07 -1.56748e-06 1.42013e-07 -2.21199e-07 -4.50426e-07 -1.79243e-07 2.27447e-07 -1.30042e-08 -2.07996e-08 -2.52008e-07 -9.38847e-09 2.66004e-07 -3.1084e-08 -3.23502e-07 -8.27131e-08 -2.42527e-07 -4.14362e-09 -2.13032e-08
internal_weight=0 164 2957 139 110 85 53 2936 97 65 2839 2619 220 55 165 141 111 90 66 2599 2575 45 2547 186 2361 160 140 119 2341 2244
internal_count=3121 164 2957 139 110 85 53 2936 97 65 2839 2619 220 55 165 141 111 90 66 2599 2575 45 2547 186 2361 160 140 119 2341 2244
is_linear=0
shrinkage=0.1


Tree=7970
num_leaves=31
num_cat=0
split_feature=1446 1 1 1 10 1 1 1447 1 1 16 3 0 3 1 0 51 12 12 403 480 4 160 160 1456 1456 482 483 484 158
split_gain=1.07404e-09 1.29887e-09 2.91363e-08 2.43581e-08 2.17369e-08 8.25551e-09 7.11112e-09 4.90935e-09 4.01617e-09 1.07681e-08 1.03319e-08 1.07257e-08 1.0971e-08 2.66892e-08 1.4462e-08 1.05148e-08 8.44575e-09 8.43432e-09 7.13081e-09 5.3516e-09 4.3574e-09 4.30258e-09 2.6025e-09 6.10769e-09 2.92354e-09 5.29539e-09 2.8368e-09 8.28361e-09 6.19133e-09 5.75977e-09
threshold=-0.093534999999999993 0.092845000000000025 0.093400000000000025 0.09202500000000001 -0.0026549999999999994 0.094090000000000021 0.094715000000000008 0.050705000000000007 0.085475000000000009 0.084785000000000013 -0.092484999999999984 0.084940000000000015 -0.080119999999999983 -0.082794999999999994 0.089370000000000019 -0.082394999999999982 0.081440000000000026 0.089795000000000014 0.088435000000000014 -0.087914999999999979 0.11144000000000001 -0.014149999999999998 0.11205000000000002 0.10580000000000002 -0.079429999999999987 -1.0000000180025095e-35 0.098465000000000011 0.098395000000000024 0.10126500000000001 0.10635000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -4 -7 8 9 20 16 12 14 19 17 -16 -10 18 21 -14 -6 -12 23 24 -8 -26 27 28 29 -27
right_child=1 2 5 -5 7 6 22 -9 10 -11 11 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=6.9624983764656052e-07 -3.2828812504703823e-06 -3.6169957055513488e-06 1.8561442701688382e-06 2.8219007293178187e-06 1.254085480997298e-09 -1.7606586131554043e-06 -1.0333727811097629e-06 1.1559282268679359e-06 2.0194620636478555e-07 -2.1988699808903419e-06 -7.3606077712895521e-07 2.3399005162020567e-06 1.9519475858942318e-06 -3.3816122041230304e-06 1.0722771669475841e-06 3.9780796794275379e-06 -2.5804869824241908e-06 -1.6630001456838902e-06 2.1663928036798011e-06 -1.8980008685990209e-07 -1.1952848490365444e-06 1.1336566217323707e-06 8.4153923480431234e-07 -1.7350713993177386e-06 1.5917754413272807e-06 -4.5636324795939943e-08 -1.1927476401751847e-06 1.7347539113775089e-06 -1.7407177692586541e-06 1.6744440455340738e-06
leaf_weight=22 20 23 23 31 1670 24 27 38 24 23 32 31 20 24 33 20 20 21 21 28 31 20 34 21 21 731 20 27 21 20
leaf_count=22 20 23 23 31 1670 24 27 38 24 23 32 31 20 24 33 20 20 21 21 28 31 20 34 21 21 731 20 27 21 20
internal_value=0 -4.93911e-09 -9.92906e-08 3.94827e-08 -2.06597e-09 -1.5795e-08 -6.13073e-08 2.98486e-08 8.6439e-09 -4.96134e-08 3.50262e-07 5.9896e-07 3.52525e-07 -6.58808e-07 8.47872e-07 2.16881e-06 -1.0628e-06 1.0309e-07 6.11143e-07 7.02595e-07 -2.05523e-08 -1.69387e-08 -1.70725e-08 -4.99473e-08 -9.13117e-09 2.37909e-08 -1.64138e-08 1.30313e-08 -4.71844e-08 1.71408e-10
internal_weight=0 3099 992 2107 2076 969 946 2056 2018 1724 294 250 219 72 147 53 44 94 73 48 1701 52 922 888 867 840 819 799 772 751
internal_count=3121 3099 992 2107 2076 969 946 2056 2018 1724 294 250 219 72 147 53 44 94 73 48 1701 52 922 888 867 840 819 799 772 751
is_linear=0
shrinkage=0.1


Tree=7971
num_leaves=31
num_cat=0
split_feature=401 1210 12 1208 1209 1209 1209 2 401 0 133 3 133 1213 131 482 483 15 482 52 483 52 2 13 1455 1447 1455 15 131 481
split_gain=1.15494e-09 1.63601e-09 7.38725e-09 1.58876e-09 5.78462e-09 1.5463e-09 2.64181e-09 6.47915e-09 1.74718e-09 5.8417e-09 2.62251e-09 7.33716e-09 2.98955e-09 2.52824e-09 1.33953e-09 2.70104e-09 2.00182e-09 2.59165e-09 1.53764e-09 5.69786e-09 4.6189e-09 4.32919e-09 3.94566e-09 2.31318e-09 1.56284e-09 3.58523e-09 1.99612e-09 2.37799e-09 8.54264e-09 1.3287e-08
threshold=0.13837000000000002 -0.13847499999999999 0.092355000000000007 0.11846000000000001 0.11240000000000001 -0.087199999999999986 -0.065739999999999979 0.086000000000000007 -0.078179999999999986 -0.071719999999999992 0.51114000000000004 -0.085709999999999995 0.41307000000000005 -1.0000000180025095e-35 0.11863000000000001 0.12191 0.11832500000000001 -0.074054999999999996 0.090355000000000005 0.12445000000000002 0.099040000000000003 -0.026204999999999996 0.31765000000000004 -0.078944999999999987 -0.091944999999999985 -0.082229999999999984 -0.065979999999999983 0.093575000000000019 0.08956500000000002 -0.11184999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 -7 9 13 12 -12 14 -8 15 16 18 -18 22 20 21 23 24 -20 25 -10 -26 -28 29 -29
right_child=-2 3 -4 -5 -6 6 8 -9 10 -11 11 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-4.5117322564826945e-07 -7.3909988519257501e-07 6.6223860228222168e-07 1.827743064495735e-06 8.4169881647126612e-07 -1.5260173804563238e-06 5.3188945514648367e-07 4.7995972980777772e-07 -1.9291263707481965e-06 1.579534045959008e-06 1.7718089310392316e-06 5.939398306509247e-07 -2.0525012850860299e-06 1.1924717785491557e-06 -8.6895283194129062e-07 -6.4843225526800558e-07 1.1059096449757404e-06 2.4973181685557696e-08 -1.5163504019710673e-06 -9.163292190805806e-07 1.7328973996200149e-06 -1.2992452519981836e-06 1.4748871696686669e-06 -1.3764709457237111e-06 5.6961623272400176e-07 -7.6038959735212442e-07 -2.333255286165089e-07 -3.42401914923235e-08 2.9235884466061182e-06 -1.5622169991788923e-06 2.3445933027974952e-07
leaf_weight=33 21 35 25 22 25 20 33 23 20 24 20 22 21 24 32 22 24 20 22 24 21 24 21 20 35 24 2195 20 23 226
leaf_count=33 21 35 25 22 25 20 33 23 20 24 20 22 21 24 32 22 24 20 22 24 21 24 21 20 35 24 2195 20 23 226
internal_value=0 5.00707e-09 5.31118e-07 -5.02398e-09 -1.11922e-08 1.45246e-09 -6.36089e-09 -7.84468e-07 5.10932e-09 4.63052e-07 -7.97014e-09 -7.92291e-07 3.81994e-09 -8.80035e-08 -5.18175e-09 2.32792e-09 -6.60139e-09 -6.75628e-07 4.40317e-09 3.68791e-07 -7.51467e-09 4.03491e-07 -1.13718e-08 -2.08736e-07 -9.88602e-11 5.90702e-07 -1.05011e-08 1.50717e-10 2.80775e-07 4.53088e-07
internal_weight=0 3100 58 3042 3020 2995 2960 43 2917 81 2836 42 2794 57 2773 2741 2719 44 2675 111 87 66 2564 42 2543 44 2499 2464 269 246
internal_count=3121 3100 58 3042 3020 2995 2960 43 2917 81 2836 42 2794 57 2773 2741 2719 44 2675 111 87 66 2564 42 2543 44 2499 2464 269 246
is_linear=0
shrinkage=0.1


Tree=7972
num_leaves=31
num_cat=0
split_feature=142 147 147 11 147 3 104 46 44 1456 3 483 483 483 482 482 483 13 12 39 39 39 124 123 34 9 10 12 15 2
split_gain=1.12424e-09 2.09601e-09 2.70753e-09 1.97304e-09 1.2366e-09 1.52105e-09 1.32294e-09 1.20026e-09 2.96372e-09 1.70458e-09 3.43362e-09 1.51006e-09 3.78395e-09 2.37746e-09 2.04676e-09 2.29725e-09 1.60581e-09 5.52359e-09 4.8787e-09 2.43896e-09 2.09411e-09 2.54064e-09 2.1992e-09 2.00291e-09 3.16393e-09 9.85936e-09 1.31564e-08 8.56588e-09 2.38565e-09 1.12774e-08
threshold=-0.057499999999999989 0.099730000000000027 0.093875000000000014 -0.014494999999999999 0.08845500000000002 -0.084074999999999997 0.077525000000000011 0.084955000000000017 0.10049500000000001 0.11253500000000001 -0.065229999999999996 0.13622000000000004 0.12325000000000001 0.11517500000000001 0.11191500000000001 0.10022500000000002 0.10143000000000001 -0.083364999999999981 0.22926500000000002 0.11365500000000002 0.10713500000000002 0.10076500000000001 0.0049200000000000008 0.08592000000000001 -0.057544999999999992 0.091600000000000015 -0.0093599999999999985 -0.083994999999999986 -0.10203999999999998 0.081685000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 9 -9 11 -11 12 13 14 15 16 18 -18 19 20 21 22 23 24 27 26 -26 -5 29 -28
right_child=1 -3 -4 4 5 -7 -8 8 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=6.8178523093820331e-07 -9.7127207796109457e-07 7.5330547196649095e-07 -1.0111726093479472e-06 -4.1994827123896057e-07 1.0268121137904438e-06 -1.0338059045381905e-08 -7.1767136966207963e-07 1.4186110564651246e-06 -2.1458984451783183e-07 1.1468065882322013e-07 -1.6008667239475471e-06 7.5940698852041178e-07 -1.2564801949110916e-06 9.3837500622208214e-07 -8.7097292725536175e-07 9.7803798340123657e-07 5.6364143233622607e-07 -1.7584426701876599e-06 1.4550333387235341e-06 -7.2164824620421445e-07 9.1601957319653605e-07 -1.006831033009803e-06 8.7205841486263975e-07 -4.6436591861533046e-07 2.2567870885700141e-06 -1.9020835372792795e-06 1.8001509155297065e-06 2.3822038554044412e-06 -4.3185257262245065e-08 9.295312799814874e-09
leaf_weight=24 21 36 27 24 26 31 26 20 25 28 20 26 24 27 27 24 20 21 23 47 25 25 29 91 26 27 41 20 2043 247
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internal_value=0 -5.28352e-09 -1.42052e-08 -5.33302e-09 1.39938e-09 4.62748e-07 -7.49672e-09 -1.19483e-09 5.11277e-07 -9.18833e-09 -6.00131e-07 8.0999e-10 -6.20656e-09 4.56006e-09 -4.57509e-09 3.98428e-09 -4.64521e-09 -6.25719e-07 4.89902e-09 -7.71084e-09 5.20488e-09 -3.64485e-09 6.19803e-09 -3.7702e-09 1.34927e-08 -2.01558e-09 1.97502e-08 8.53757e-07 -5.20178e-09 2.64244e-07
internal_weight=0 3097 3061 3034 3013 57 2956 2930 45 2885 48 2837 2811 2787 2760 2733 2709 41 2668 2645 2598 2573 2548 2519 2428 2384 2357 44 2331 288
internal_count=3121 3097 3061 3034 3013 57 2956 2930 45 2885 48 2837 2811 2787 2760 2733 2709 41 2668 2645 2598 2573 2548 2519 2428 2384 2357 44 2331 288
is_linear=0
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Tree=7973
num_leaves=31
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split_feature=132 1185 1186 15 132 132 133 132 399 448 447 455 43 447 447 48 12 9 9 34 34 8 2 0 0 15 15 0 3 4
split_gain=1.0895e-09 5.85864e-09 2.7899e-09 2.19634e-09 1.51234e-09 1.97105e-09 1.86036e-09 1.98505e-09 1.26661e-09 1.09869e-09 1.86043e-09 1.23309e-09 2.28824e-09 1.62353e-09 1.3831e-09 1.42227e-09 4.92418e-09 2.98699e-09 4.98812e-09 2.54693e-09 3.2195e-09 2.4473e-09 2.14905e-09 1.63826e-09 5.82476e-09 1.95899e-08 6.98517e-09 5.19246e-09 5.4775e-09 5.35792e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.094369999999999996 -0.1075 -0.45516499999999999 -0.41094499999999995 0.087805000000000008 0.068920000000000023 0.094005000000000019 0.090605000000000019 -0.080324999999999994 0.088380000000000014 0.083875000000000019 -0.032929999999999994 0.083535000000000012 0.092410000000000006 0.088235000000000022 -0.08786999999999999 -0.083689999999999987 0.092550000000000007 -0.080614999999999978 -0.11173999999999999 -0.10224499999999999 -0.10203999999999998 -0.043924999999999992 -0.11991499999999998 -0.080734999999999987 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8 -6 10 11 13 -13 14 15 16 -3 18 19 -17 -21 -19 -22 27 25 -25 -27 29 -29 -24
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leaf_value=7.6409974462876562e-07 1.6805679560353122e-06 3.7186469532163507e-07 -1.3102537119872674e-06 -9.7599911714496559e-07 6.8626377038995226e-08 -1.0281424571510136e-06 2.7044519000403522e-07 -7.6578985783726241e-07 1.0481927401687329e-06 -7.343912460555657e-07 7.798504886904407e-07 -2.2016789273493486e-07 1.274408797750463e-06 -7.2673051803459179e-07 6.5461841316505351e-07 1.0275504661668342e-06 -1.543250839404209e-06 1.6393459537766833e-06 -1.5831588996206848e-06 -1.1145402206343884e-06 1.0113260291940866e-06 1.2683225374688768e-07 -6.4613232935479511e-07 3.1616608846434246e-06 1.0174547781382876e-09 -1.727445969663677e-06 8.8384764196581231e-07 -1.0024341236203328e-07 -2.4406488853401246e-06 1.8462731476390162e-07
leaf_weight=25 21 29 21 25 33 22 38 36 22 20 31 20 21 31 32 24 25 20 20 26 21 23 112 25 2064 20 21 20 20 253
leaf_count=25 21 29 21 25 33 22 38 36 22 20 31 20 21 31 32 24 25 20 20 26 21 23 112 25 2064 20 21 20 20 253
internal_value=0 1.63512e-08 -2.13507e-07 -9.89215e-08 2.56634e-08 -1.71968e-07 1.82927e-08 -2.33669e-07 4.60453e-07 4.20781e-09 9.37646e-09 9.27677e-10 5.45347e-07 -7.08424e-09 1.01342e-09 -6.66758e-09 -5.14763e-07 3.61235e-09 -9.92486e-09 2.14907e-09 -7.38216e-09 8.30327e-07 3.88002e-09 -4.46569e-09 3.05885e-08 9.55355e-07 -3.89954e-07 -1.88825e-07 -1.27045e-06 -7.02907e-08
internal_weight=0 2899 222 201 176 121 99 74 55 2878 2858 2827 41 2786 2755 2723 54 2669 2626 2606 2582 43 2556 2535 2130 66 41 405 40 365
internal_count=3121 2899 222 201 176 121 99 74 55 2878 2858 2827 41 2786 2755 2723 54 2669 2626 2606 2582 43 2556 2535 2130 66 41 405 40 365
is_linear=0
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Tree=7974
num_leaves=31
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split_feature=128 16 3 132 15 394 50 394 390 1213 43 1213 52 1211 1212 1212 1213 42 1212 401 401 401 16 52 401 403 52 52 1213 401
split_gain=1.11678e-09 2.28112e-09 3.24487e-09 1.83747e-09 3.75779e-08 2.01243e-08 5.08163e-09 1.41894e-09 2.3733e-09 1.19236e-09 3.65919e-09 3.41486e-09 2.88704e-09 1.53247e-09 2.24668e-09 1.09312e-08 2.10747e-09 1.4545e-08 1.11277e-08 2.14061e-08 1.389e-08 2.08857e-09 6.1364e-09 7.50494e-09 3.39868e-09 2.678e-09 1.10759e-08 2.19847e-08 9.16314e-09 2.49381e-09
threshold=0.10979500000000002 -0.065229999999999996 -0.080104999999999996 -0.083284999999999984 0.091650000000000023 0.11233000000000001 0.08461500000000001 -0.12099999999999998 0.090205000000000007 -0.24064499999999997 0.0016850000000000001 -0.15413999999999997 0.048770000000000008 0.13148500000000005 0.13631000000000001 0.11930500000000001 -0.090764999999999985 0.087195000000000009 -0.089544999999999986 0.099015000000000006 0.11061500000000002 0.085900000000000018 -0.080954999999999985 0.08709500000000002 0.076195000000000013 0.0033700000000000002 0.10263500000000002 0.085815000000000016 -0.086394999999999986 -0.06959499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 7 -1 -5 9 10 12 -11 -9 14 15 16 17 -13 19 -18 21 24 23 -23 25 28 27 -27 -20 -30
right_child=1 -3 -4 5 -6 -7 -8 8 -10 11 -12 13 -14 -15 -16 -17 18 -19 20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-1.2468977787200915e-08 -8.148556555004854e-07 -1.1375317451613509e-06 9.0266551689472356e-07 7.4623757550048486e-07 4.0135345273029093e-06 -3.1723803652994322e-06 -1.706180880560737e-06 -1.463898920845043e-06 -1.0550199518666842e-06 1.2940350719266766e-06 5.8909685094477029e-07 6.7587550459489711e-07 -6.3045764469344647e-08 -8.582257569855756e-07 -1.0098264175169225e-06 2.3010337980419346e-06 -6.3521081131057152e-07 -2.7417392379902597e-06 -1.7163095906097725e-06 3.9914602018598094e-06 -2.5640632505504376e-06 2.2234764630487313e-06 -4.9010763641613399e-07 -2.0818546938078894e-07 -9.2495288733300933e-07 1.1545908826995154e-08 -1.6316516545581788e-06 3.2836724163384391e-06 1.028753995531891e-06 3.8332837784761076e-09
leaf_weight=155 22 26 22 26 24 20 20 31 21 21 28 33 28 20 21 21 20 20 31 20 21 30 37 22 39 77 21 28 24 2192
leaf_count=155 22 26 22 26 24 20 20 31 21 21 28 33 28 20 21 21 20 20 31 20 21 30 37 22 39 77 21 28 24 2192
internal_value=0 -3.94914e-07 4.39049e-08 9.0665e-09 3.02857e-07 -1.14329e-08 -2.06036e-07 1.08902e-08 4.07655e-09 1.20626e-08 -3.52315e-07 2.38123e-08 -7.99087e-07 1.38479e-08 2.04123e-08 2.86198e-08 1.0371e-08 -6.1379e-07 2.3283e-08 1.67812e-06 -2.96353e-09 1.85411e-08 4.94272e-07 1.1947e-06 9.87177e-10 1.62049e-08 4.64819e-07 8.84113e-07 -8.95102e-09 1.49335e-08
internal_weight=0 70 44 3051 199 2852 175 2832 2806 2785 87 2698 59 2677 2657 2636 2615 53 2562 40 2522 2501 89 52 2412 2373 126 105 2247 2216
internal_count=3121 70 44 3051 199 2852 175 2832 2806 2785 87 2698 59 2677 2657 2636 2615 53 2562 40 2522 2501 89 52 2412 2373 126 105 2247 2216
is_linear=0
shrinkage=0.1


Tree=7975
num_leaves=31
num_cat=0
split_feature=132 394 15 1186 132 2 2 42 1208 403 3 15 2 1209 403 42 1210 3 13 3 1209 4 130 130 402 402 2 403 3 1454
split_gain=1.11985e-09 5.93717e-09 2.96548e-09 2.78137e-09 1.24915e-09 1.71853e-09 3.30789e-09 2.33715e-09 1.06856e-09 1.7635e-09 1.48819e-08 1.55062e-08 6.08221e-09 1.6806e-09 6.21909e-09 1.2462e-08 1.7866e-09 1.17022e-08 2.60549e-08 1.80232e-08 7.44218e-09 4.57142e-09 1.44936e-09 1.69592e-09 1.17328e-09 2.25124e-09 5.74214e-09 5.50818e-09 1.07336e-09 5.60765e-09
threshold=-0.083174999999999985 0.11233000000000001 0.092400000000000024 0.049580000000000006 -0.094369999999999996 0.089725000000000013 0.10188000000000001 -0.049004999999999993 0.12461500000000002 -0.5335399999999999 -0.085784999999999986 0.087575000000000014 0.084755000000000011 -0.065739999999999979 -0.0047449999999999992 0.087405000000000024 -0.0061249999999999994 -0.078724999999999976 -0.088464999999999988 -0.086554999999999979 0.091830000000000009 -0.086849999999999997 -0.22699999999999995 -0.12279499999999997 -0.47355499999999995 -0.45015499999999992 0.093840000000000021 -0.43370499999999995 -0.094874999999999987 0.08950000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 7 -7 -1 9 10 -2 -12 -13 14 15 -11 17 18 -15 21 22 -20 -18 -24 -25 26 -26 -27 29 -29
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 13 11 12 -14 16 -16 -17 20 -19 19 -21 -22 -23 23 24 25 27 -28 28 -30 -31
leaf_value=-9.8969334872908577e-07 2.5105460163104003e-06 1.733588009074083e-06 -1.2424222703657506e-06 -1.1740404023016927e-06 4.3868696386859736e-07 1.3055987727739194e-06 -3.242278074305267e-07 1.9102278505063927e-07 -7.2374552587461956e-07 -1.4785181433364328e-06 -2.6692043593357088e-06 -4.6148894896413412e-07 1.9751889581698379e-06 -3.0830692888566376e-06 -1.5844685503907385e-06 1.890841487851424e-06 -8.4097863577881067e-07 2.1794172978063997e-06 9.048587681649144e-07 3.3350014467714575e-06 -1.7999502134720704e-06 -9.4342254488566377e-07 8.1713791037539257e-07 6.4901205243066738e-07 3.0755302623219909e-07 1.663715846689229e-06 -1.9657549410112552e-06 6.0661908436076531e-08 -3.4091199253102899e-08 1.7748091595137793e-06
leaf_weight=38 25 20 25 21 55 20 33 30 20 21 20 21 20 23 30 23 20 28 23 20 23 32 26 28 25 20 20 417 1974 20
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internal_value=0 1.65831e-08 -2.16454e-07 -8.62552e-08 4.35374e-08 -1.36076e-07 2.90801e-07 -4.68789e-07 4.65531e-09 9.75081e-09 4.55722e-07 -3.86419e-07 7.27134e-07 -4.08025e-09 -4.74238e-07 2.82738e-07 8.81032e-09 3.76471e-07 -1.38656e-07 7.64297e-07 -9.19405e-09 -1.70505e-07 6.95787e-09 1.36609e-08 5.31811e-09 -1.96114e-09 -7.02806e-07 1.10121e-08 -2.69756e-09 1.39113e-07
internal_weight=0 2899 222 197 176 121 53 68 2879 2859 86 61 41 2773 74 44 2699 126 98 75 2573 55 2550 2530 2504 2476 45 2431 2411 437
internal_count=3121 2899 222 197 176 121 53 68 2879 2859 86 61 41 2773 74 44 2699 126 98 75 2573 55 2550 2530 2504 2476 45 2431 2411 437
is_linear=0
shrinkage=0.1


Tree=7976
num_leaves=31
num_cat=0
split_feature=472 1429 1425 52 3 1 52 475 0 1429 1429 150 151 483 157 151 157 2 157 474 475 160 4 474 4 0 12 45 11 33
split_gain=1.02515e-09 2.91949e-09 1.27103e-09 1.33143e-09 3.73925e-09 2.62019e-09 1.16951e-09 1.82382e-09 1.50945e-09 1.41861e-09 8.9552e-09 5.13676e-09 4.5488e-09 2.43792e-09 7.93202e-09 2.99742e-09 3.83013e-09 8.06953e-09 2.5123e-09 1.89523e-09 8.8398e-09 6.69538e-09 3.64027e-09 3.25812e-09 1.72952e-09 6.63984e-09 2.65459e-09 1.60219e-09 6.40303e-09 2.79193e-09
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.55692499999999978 -0.085784999999999986 0.10293500000000001 -0.55061999999999989 0.055635000000000011 -0.081584999999999977 0.083715000000000026 0.083985000000000018 0.10874500000000002 -0.54526999999999981 0.087520000000000014 -0.085474999999999982 -0.083804999999999977 -0.071119999999999989 0.090790000000000023 -0.0093199999999999967 0.087035000000000015 -0.024084999999999999 -0.086829999999999977 -0.0078799999999999981 0.082665000000000002 -0.46376499999999993 0.11070500000000001 0.091200000000000017 0.094030000000000016 -1.0000000180025095e-35 -0.009184999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -5 9 -9 12 -11 13 -8 14 -12 -16 17 -17 -18 23 21 -21 -23 24 25 -14 -27 28 -26 -30
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leaf_value=-6.5105243152174808e-07 1.1274987015064614e-06 -9.8116962504946064e-07 -7.4395845069335813e-07 -7.1807693883408281e-07 1.3535498558886267e-06 6.1814310118366165e-07 1.5105915758795165e-06 4.7158931010926613e-08 1.1460492469268504e-06 -2.2188310459742278e-06 -2.0651100513809387e-06 1.4711336314121583e-06 -1.7669916670771411e-06 8.0467947490043517e-07 8.8355526760029473e-07 5.0464700771679122e-08 8.9202201967041084e-07 -2.208838168712646e-06 -5.0713221775194626e-07 -1.6314435174535903e-06 2.3046071578392004e-06 1.2409711115974314e-06 -2.7951116585711591e-07 -1.2606066196072098e-06 1.751921874009505e-06 -5.2807605780716675e-07 1.0253910834928155e-06 -6.9890651204218563e-07 -1.0750091604450064e-06 8.9703667928696085e-09
leaf_weight=24 23 20 23 23 27 21 20 25 25 21 23 20 26 21 27 43 33 25 21 20 20 31 32 21 21 22 22 32 24 2385
leaf_count=24 23 20 23 23 27 21 20 25 25 21 23 20 26 21 27 43 33 25 21 20 20 31 32 21 21 22 22 32 24 2385
internal_value=0 5.03906e-09 -3.35931e-09 2.22371e-09 4.39757e-07 -1.62009e-07 -7.75022e-09 -2.23079e-09 5.96604e-07 -1.25201e-08 -2.48633e-07 -5.43879e-08 8.12658e-09 -2.12473e-07 -3.3666e-07 -6.98525e-08 -2.80853e-07 -7.80161e-07 3.47906e-07 -3.18717e-09 4.17369e-07 -3.7387e-08 4.68663e-07 -2.01544e-08 -9.86627e-09 -5.00012e-07 2.48658e-07 4.06964e-09 1.33269e-08 -1.82893e-09
internal_weight=0 3097 3074 3051 68 41 2983 2960 50 2910 234 213 2676 193 172 149 122 68 54 2656 103 83 63 2553 2532 70 44 2462 2430 2409
internal_count=3121 3097 3074 3051 68 41 2983 2960 50 2910 234 213 2676 193 172 149 122 68 54 2656 103 83 63 2553 2532 70 44 2462 2430 2409
is_linear=0
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Tree=7977
num_leaves=31
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split_feature=12 130 147 147 147 48 15 46 1 1 1 10 1 1 1447 480 1 1 16 1 0 3 1 12 13 3 2 42 52 2
split_gain=1.02168e-09 2.26711e-09 1.31052e-09 3.48643e-09 2.1899e-09 1.36546e-09 3.50441e-09 1.21924e-09 1.48722e-09 2.11655e-08 2.10926e-08 1.86793e-08 7.6776e-09 5.98869e-09 3.76225e-09 3.58484e-09 3.26418e-09 1.18744e-08 9.59323e-09 1.29418e-08 6.42151e-09 1.56585e-08 1.54698e-08 1.13865e-08 8.52005e-09 4.68433e-09 3.04991e-09 5.31349e-09 5.23918e-09 1.1414e-08
threshold=0.23631000000000002 -0.22461999999999996 0.11204500000000002 0.099730000000000027 0.093875000000000014 -0.089814999999999992 -0.0079099999999999986 0.10987500000000001 0.092845000000000025 0.093400000000000025 0.09202500000000001 -0.0026549999999999994 0.094090000000000021 0.094715000000000008 0.059120000000000013 0.11144000000000001 0.085475000000000009 0.084785000000000013 -0.095964999999999981 0.086560000000000012 -0.080119999999999983 -0.082794999999999994 0.090475000000000014 0.090345000000000023 -0.012119999999999997 -0.088784999999999989 0.083585000000000007 -0.095284999999999995 0.083680000000000018 0.081685000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_value=9.1725817760056489e-07 -6.6403690257372903e-07 1.4531650882852114e-06 -8.0993713481802841e-07 1.2027136717070638e-06 -8.8759582358274466e-07 -3.0464665928775506e-06 -2.9414347390381106e-07 7.5171984379028896e-07 -3.0508746172941415e-06 1.7235773261366679e-06 2.6656253127536428e-06 7.8199688186941781e-07 -1.6473253438083663e-06 -4.4215588829512294e-08 1.0378763609727079e-06 -9.6873496302676457e-07 -1.3863198217160092e-06 -2.4508621828545075e-06 2.5219900000342149e-06 2.2992184349725868e-07 -2.4093310694676501e-07 -2.1552727059059864e-06 2.6513824170046242e-06 2.1931541911354461e-06 -1.9167100008417035e-06 1.7792267195721418e-06 3.7837483390952664e-08 -3.5432933703166077e-07 1.9753499050996954e-07 -3.2878914464076626e-06
leaf_weight=27 23 22 20 24 28 20 24 21 24 24 30 25 24 802 36 37 29 20 29 71 24 32 31 22 25 22 1518 36 30 21
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internal_value=0 4.9237e-09 -3.09748e-09 2.19154e-09 -7.32697e-09 8.91612e-10 5.41526e-07 -7.53005e-09 -1.29681e-08 -1.22256e-07 3.34448e-08 -5.49274e-09 -3.95657e-08 -9.0795e-08 2.47958e-08 6.30147e-09 2.49456e-08 -2.90337e-08 3.37457e-07 5.32729e-07 2.78594e-07 -4.56515e-07 6.63416e-07 1.41153e-07 -3.29097e-07 7.2523e-07 6.82021e-10 -5.02907e-07 -8.72132e-07 -1.43512e-06
internal_weight=0 3098 3071 3051 3027 2999 46 2953 2932 874 2058 2028 850 826 2008 1972 1935 1650 285 256 227 78 149 118 96 46 1630 112 87 57
internal_count=3121 3098 3071 3051 3027 2999 46 2953 2932 874 2058 2028 850 826 2008 1972 1935 1650 285 256 227 78 149 118 96 46 1630 112 87 57
is_linear=0
shrinkage=0.1


Tree=7978
num_leaves=31
num_cat=0
split_feature=1446 1447 133 128 128 51 16 15 13 403 43 50 2 132 1211 160 2 2 42 1 1 3 1 13 2 13 2 15 52 15
split_gain=1.092e-09 1.45799e-09 2.06439e-08 1.2032e-09 3.59092e-09 2.93635e-09 5.40552e-09 7.12255e-09 4.39083e-09 3.8058e-09 2.38745e-09 1.97493e-09 1.7856e-09 2.76058e-08 2.40506e-08 1.03459e-08 7.40029e-09 1.55158e-08 7.53502e-09 7.15274e-09 5.74056e-08 3.85667e-08 2.15928e-08 1.41301e-08 6.73045e-09 5.80322e-09 4.45366e-09 1.02489e-08 4.09448e-09 5.32694e-09
threshold=-0.093534999999999993 0.059120000000000013 0.084760000000000016 0.089745000000000005 0.086950000000000013 -0.20636999999999997 -0.080954999999999985 0.088060000000000013 -0.0087749999999999981 -0.014954999999999998 -0.08756499999999999 0.092705000000000023 0.080205000000000012 -0.083284999999999984 0.11048500000000001 -0.52439499999999983 0.083385000000000015 0.083715000000000026 0.075730000000000006 0.093700000000000019 0.092695000000000013 -0.014944999999999998 0.095950000000000021 -0.0095349999999999983 0.083935000000000023 -0.050064999999999991 0.084415000000000004 0.084050000000000014 -0.026204999999999996 0.090750000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 12 -5 8 10 9 -7 -8 -9 13 -2 15 -15 18 -18 -14 20 21 23 -21 25 -19 28 27 -26 -17 -30
right_child=1 2 -4 5 -6 6 7 11 -10 -11 -12 -13 16 14 -16 19 17 24 -20 22 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=7.0205700950509711e-07 3.6374851238075615e-06 -2.7239293486176891e-06 1.6594487371029183e-06 7.3411941726292825e-07 1.3216919905105552e-06 -1.1750345086056768e-06 -2.6992803327630102e-06 6.6308392177916185e-07 1.427290825363668e-06 5.3723746889191816e-07 -1.1541417413241106e-06 -7.4223868523404241e-07 -2.3702171065283268e-06 2.3534318713592215e-06 -2.7291157554524642e-06 -6.1450191224508131e-07 2.7012374554639493e-06 -1.5175243147306599e-06 -4.8789026201465565e-08 -3.3213166540506444e-06 5.3708709329343541e-06 -4.0616546736297705e-06 -2.1711689921367803e-09 2.4048765651734301e-06 2.2069923335854173e-06 -1.4713073142047506e-06 -3.5172050518069638e-08 -3.0380223279280474e-07 9.8487736449642243e-07 -5.8010467212405842e-07
leaf_weight=22 22 22 21 26 21 25 20 20 21 27 20 20 27 21 30 37 21 30 29 21 22 21 294 31 29 21 2047 37 87 29
leaf_count=22 22 22 21 26 21 25 20 20 21 27 20 20 27 21 30 37 21 30 29 21 22 21 294 31 29 21 2047 37 87 29
internal_value=0 -4.96925e-09 -5.8321e-07 3.16699e-09 1.88183e-08 -2.4839e-07 -4.15352e-07 -9.83144e-07 2.06886e-07 -2.8597e-07 -1.92671e-06 -3.95774e-08 9.2383e-09 1.56966e-07 3.22565e-08 1.74108e-07 -3.30836e-08 -3.71296e-09 -1.16805e-06 9.28186e-08 4.94528e-07 1.98394e-08 -2.23448e-07 4.37944e-07 -3.02197e-08 8.75131e-08 -9.10321e-09 7.99426e-07 3.01469e-07 5.93632e-07
internal_weight=0 3099 43 3056 2877 179 153 80 73 52 40 40 2856 636 614 584 2220 2164 56 563 248 226 315 205 2143 174 2113 66 153 116
internal_count=3121 3099 43 3056 2877 179 153 80 73 52 40 40 2856 636 614 584 2220 2164 56 563 248 226 315 205 2143 174 2113 66 153 116
is_linear=0
shrinkage=0.1


Tree=7979
num_leaves=31
num_cat=0
split_feature=132 394 1203 401 16 1212 133 133 402 43 4 1209 12 43 1212 401 403 1212 401 391 402 129 43 403 128 1185 129 160 129 402
split_gain=1.48613e-09 4.39998e-09 2.46139e-09 1.22845e-09 4.09296e-09 5.28839e-09 2.28864e-09 6.99196e-09 2.71344e-09 5.6219e-09 6.95389e-09 1.71065e-09 9.22289e-09 1.02408e-08 1.38432e-09 1.17688e-08 8.88964e-09 4.36135e-09 3.06026e-09 5.09458e-09 2.88988e-09 2.6042e-09 2.57875e-09 2.50564e-09 2.30745e-09 2.94325e-09 1.77547e-09 3.1882e-09 2.71062e-09 2.77929e-09
threshold=-0.083174999999999985 0.11233000000000001 0.088820000000000024 -0.13200999999999999 -0.072359999999999994 0.11579500000000002 0.51114000000000004 0.55672500000000014 -0.10770499999999998 -0.043144999999999996 -0.072334999999999997 -0.065739999999999979 0.090695000000000012 -0.0047449999999999992 -0.089544999999999986 0.11655000000000001 0.041145000000000008 -0.009474999999999999 0.10632500000000002 -0.085594999999999991 0.11174500000000002 -0.04689999999999999 -0.0061399999999999988 -0.54448499999999989 0.10773500000000001 0.089300000000000004 0.093925000000000008 -0.066074999999999981 0.090180000000000024 -0.088494999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 -6 8 -8 9 -5 -11 12 13 -10 16 17 -13 -16 19 -19 21 -21 -18 -23 25 26 28 -28 29 -25
right_child=1 -3 -4 6 5 -7 7 -9 11 10 -12 14 -14 -15 15 -17 22 18 -20 20 -22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-1.2286335102754777e-07 -7.2543135952005484e-07 1.4972046224670521e-06 -1.125830025167878e-06 -4.2092993169262632e-07 1.6407035699932534e-06 -3.4907638657635046e-07 -2.0935310448066959e-06 4.6302248728866485e-07 -6.6521527981889012e-07 2.6514503328404055e-06 4.6009164407223581e-08 2.2547491334989901e-06 -1.7384626059445488e-06 2.0996286344771287e-06 1.2553723893558658e-06 -2.3087330232969677e-06 -9.7411813347510665e-07 -1.4604045190935722e-06 1.1482831916470351e-06 1.1511138689002111e-06 -1.088017848379271e-06 1.0926422332669885e-06 2.9109126198447338e-07 -8.0648883922126416e-07 7.5818017688351792e-07 -1.2253223897573662e-06 -6.5288953805975329e-07 7.963054153988773e-07 -9.3769587552472453e-07 5.5722850074444717e-09
leaf_weight=194 23 20 28 30 34 22 20 23 37 21 20 20 34 21 28 22 24 24 23 20 24 21 49 43 39 20 20 63 32 2122
leaf_count=194 23 20 28 30 34 22 20 23 37 21 20 20 34 21 28 22 24 24 23 20 24 21 49 43 39 20 20 63 32 2122
internal_value=0 1.90934e-08 -2.49364e-07 8.82517e-09 3.97713e-07 8.59004e-07 -2.14702e-09 -7.26072e-07 9.14379e-09 6.19334e-07 1.3805e-06 -6.98559e-09 -4.30744e-07 3.35849e-07 8.04364e-09 -6.04335e-09 3.86878e-07 1.4392e-08 2.15125e-10 -1.06603e-08 3.81301e-09 1.48231e-08 -1.24868e-07 5.19348e-09 -4.56985e-09 -1.75034e-08 -6.90853e-09 4.47102e-07 -2.40605e-08 -1.05564e-08
internal_weight=0 2899 222 2879 79 56 2800 43 2757 71 41 2686 92 58 2594 2501 93 2479 2451 2428 2404 2380 73 2360 2339 2300 2280 83 2197 2165
internal_count=3121 2899 222 2879 79 56 2800 43 2757 71 41 2686 92 58 2594 2501 93 2479 2451 2428 2404 2380 73 2360 2339 2300 2280 83 2197 2165
is_linear=0
shrinkage=0.1


Tree=7980
num_leaves=31
num_cat=0
split_feature=1211 1213 1213 1185 393 394 394 1176 1183 128 128 51 16 128 13 400 1212 402 133 374 120 483 483 483 42 131 482 1456 1456 33
split_gain=1.27358e-09 4.04716e-09 2.91674e-09 1.43289e-09 1.39702e-09 1.36548e-09 1.76674e-09 2.34482e-09 1.22744e-09 1.37765e-09 3.01705e-09 2.86312e-09 3.16583e-09 5.0833e-09 5.52369e-09 1.50003e-09 2.29772e-09 2.64286e-09 4.37133e-09 1.39562e-09 1.97101e-09 2.9985e-09 8.59596e-09 4.19759e-09 1.00008e-08 2.39621e-09 2.96731e-09 2.3657e-09 1.00088e-08 1.9836e-09
threshold=0.11191500000000001 0.0036000000000000003 0.51049000000000011 -0.10973499999999999 0.10856500000000001 -0.14580499999999996 -0.09095499999999998 1.0000000180025095e-35 -0.073809999999999973 0.089745000000000005 0.086950000000000013 -0.20636999999999997 -0.065229999999999996 0.10378000000000003 -0.0087749999999999981 -0.39724499999999996 0.11660500000000001 -0.45015499999999992 0.50628500000000021 0.08987500000000001 0.088020000000000015 0.10083000000000002 0.10452500000000002 0.095085000000000017 0.088060000000000013 0.11832500000000001 0.11117500000000001 -0.045159999999999999 -0.16825499999999996 -0.0066799999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 -7 8 -8 10 15 -11 13 -13 -15 -10 17 -17 19 20 21 23 -23 25 -25 26 29 28 -24 -19
right_child=1 2 -4 4 -6 6 7 -9 9 11 -12 12 -14 14 -16 16 -18 18 -20 -21 -22 22 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-8.5353590520753649e-07 1.3567056614403686e-06 -8.946542573085026e-07 7.2555135176344277e-07 -5.9960931796700983e-07 6.1491553050451055e-07 6.6459887310161441e-07 6.2125227720622614e-07 -9.7725339594489932e-07 -8.2723370850730644e-07 6.3153855369189568e-07 1.1984013867948394e-06 -1.3864486240890985e-06 -1.3575035569774077e-06 -8.7303372301112576e-07 1.1335099991490151e-06 -8.7150686356705727e-07 8.4417200270081598e-07 7.935746869710178e-07 1.3757931064308492e-06 6.6914624615795525e-07 -9.8171690906058624e-07 2.3630837335986148e-06 -7.4813052754546769e-07 2.4242458232676304e-07 -2.5453792824753861e-06 -8.8819012742738614e-07 1.1527017570436081e-06 -2.4017368843142066e-07 2.2714286582673333e-06 -2.4941619940612066e-08
leaf_weight=20 28 25 20 39 36 39 31 25 22 26 21 25 33 23 34 35 32 30 23 30 21 20 23 31 22 31 22 71 21 2262
leaf_count=20 28 25 20 39 36 39 31 25 22 26 21 25 33 23 34 35 32 30 23 30 21 20 23 31 22 31 22 71 21 2262
internal_value=0 4.12773e-07 -1.74563e-07 -9.88757e-09 -4.31526e-09 -1.17659e-08 -4.0023e-09 -1.29506e-08 -4.60603e-09 -1.13946e-08 4.42165e-09 -3.16165e-07 -5.30428e-07 -1.97581e-07 3.23852e-07 -4.87864e-09 1.88719e-09 -8.3146e-09 3.2741e-09 -8.9426e-09 -1.69076e-08 -8.9088e-09 4.49647e-07 -3.47241e-08 -9.14777e-07 -1.48338e-08 -3.13365e-09 1.16875e-07 6.93023e-07 -1.42281e-08
internal_weight=0 73 45 3048 3028 2992 2953 2914 2889 2858 2717 141 115 82 57 2696 2674 2642 2607 2584 2554 2533 135 2398 53 2345 2314 115 44 2292
internal_count=3121 73 45 3048 3028 2992 2953 2914 2889 2858 2717 141 115 82 57 2696 2674 2642 2607 2584 2554 2533 135 2398 53 2345 2314 115 44 2292
is_linear=0
shrinkage=0.1


Tree=7981
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 12 132 15 1204 133 15 1211 1211 1211 402 401 402 401 1210 16 16 0 16 13 16 2 16 133 403 3 12
split_gain=1.11295e-09 3.66487e-09 2.07764e-09 1.5757e-09 1.01088e-09 1.70312e-09 1.78149e-09 1.33971e-09 1.03905e-09 1.44753e-09 9.70121e-10 2.34121e-09 3.01415e-09 1.18117e-09 1.04431e-08 2.76569e-09 2.50394e-09 1.42243e-09 9.97549e-09 1.57225e-08 1.96903e-08 2.03359e-08 1.93524e-08 1.35806e-08 1.3032e-08 6.52681e-09 2.08828e-09 1.46141e-09 1.5404e-09 4.53726e-09
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 0.11527000000000001 -0.44750499999999993 0.084510000000000016 -0.0030749999999999996 -0.14717499999999997 0.083840000000000012 0.12463 0.11671000000000002 0.10904000000000001 -0.45015499999999992 -1.0000000180025095e-35 -0.41596499999999997 -0.099524999999999988 -0.00046999999999999993 -0.092484999999999984 -0.088159999999999988 -0.083804999999999977 -0.082179999999999989 -0.087074999999999986 -0.080344999999999986 0.090935000000000016 -0.077879999999999991 0.41171500000000005 -0.52641999999999989 -0.094874999999999987 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 8 -8 -7 -10 11 12 13 14 -3 -15 -17 18 -18 -20 22 -22 -21 -23 25 -25 27 -19 29 -29
right_child=1 10 -4 -5 -6 6 7 -9 9 -11 -12 -13 -14 15 -16 16 17 26 19 20 21 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-8.4577994675782969e-07 1.3327816815046304e-06 -2.2295632129498697e-06 -1.1381784495576789e-06 -8.248296206113958e-07 6.6514046864085691e-07 2.6609111985096578e-07 1.0639743308615834e-06 1.7983899397222561e-08 -4.671444261343065e-08 -1.1146473484173343e-06 5.6331138342014334e-07 -9.826419064514388e-07 1.1023760316675181e-06 1.1796091962423817e-06 7.8528914634211506e-07 -1.0175587997688731e-06 -1.5918466509663614e-06 7.1588293662573832e-07 2.8356755010463532e-06 -3.6778682021290281e-06 3.6232056951727523e-06 -1.5859249505941381e-06 5.2088781948051685e-07 9.7336146768611803e-07 2.5092355210818505e-06 -1.3883016032940016e-06 -7.8035825798191846e-07 -2.0256057699746018e-07 -4.8605049818098755e-08 4.4064381605240104e-07
leaf_weight=25 21 20 22 27 20 27 24 25 30 22 31 24 25 20 27 24 26 28 25 23 21 30 21 25 31 22 35 196 1975 249
leaf_count=25 21 20 22 27 20 27 24 25 30 22 31 24 25 20 27 24 26 28 25 23 21 30 21 25 31 22 35 196 1975 249
internal_value=0 1.65243e-08 -2.15794e-07 -1.14332e-07 -3.44464e-09 -9.08414e-08 5.66076e-08 5.30306e-07 -2.37205e-07 -4.98532e-07 6.91989e-09 8.61532e-10 9.22288e-09 -5.44394e-10 -4.97627e-07 7.94811e-09 -6.32347e-10 8.38362e-09 2.49727e-07 4.9155e-07 1.52803e-07 7.7587e-07 -1.67392e-06 2.22222e-07 9.17663e-07 -1.32098e-07 -1.33888e-08 -2.42313e-09 -1.07341e-08 1.57345e-07
internal_weight=0 2899 222 200 173 153 128 49 79 52 2878 2847 2823 2798 47 2751 2731 2707 224 198 173 129 44 108 78 47 2483 2448 2420 445
internal_count=3121 2899 222 200 173 153 128 49 79 52 2878 2847 2823 2798 47 2751 2731 2707 224 198 173 129 44 108 78 47 2483 2448 2420 445
is_linear=0
shrinkage=0.1


Tree=7982
num_leaves=31
num_cat=0
split_feature=401 13 1213 133 12 1210 133 133 403 1208 1210 1210 401 1209 1213 4 3 1186 132 15 132 132 2 3 13 399 0 390 402 1212
split_gain=1.03023e-09 3.03769e-09 5.84542e-09 2.80065e-09 5.57286e-09 1.82686e-09 1.62352e-09 3.85446e-09 4.10133e-09 7.22072e-09 2.48094e-09 1.9496e-09 2.0078e-09 1.24189e-09 1.59679e-09 9.26309e-09 5.06004e-09 2.63497e-09 1.606e-09 5.07395e-08 3.31304e-08 6.21421e-09 1.51586e-09 2.18998e-09 1.61631e-09 1.40345e-09 1.29614e-09 1.16759e-09 1.43335e-09 2.52888e-09
threshold=-0.078179999999999986 -0.066634999999999986 -0.060974999999999994 0.51114000000000004 0.093765000000000015 0.24726500000000004 0.41553500000000004 0.40431 -0.54856499999999986 0.099975000000000008 1.0000000180025095e-35 -0.3960249999999999 0.13571500000000003 -0.087714999999999987 0.10336000000000002 -0.081114999999999979 -0.080484999999999987 -0.13028499999999998 -0.083284999999999984 0.091915000000000011 -0.050879999999999988 -0.085534999999999986 0.084415000000000004 -0.080104999999999996 -0.049279999999999997 0.085965000000000014 -0.082284999999999983 0.087590000000000015 0.12389500000000002 -0.088629999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 8 -2 10 11 -10 13 -13 17 -16 -17 -15 19 21 -20 22 23 -19 -24 -26 -27 28 29 -22
right_child=3 2 -4 4 -6 -7 -8 -9 9 -11 -12 12 -14 14 15 16 -18 18 20 -21 27 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=1.0112282026104941e-06 -1.1031892330158693e-06 -1.3464084314245669e-06 8.2302839046035475e-07 4.0972651305537516e-07 -1.8726870384062235e-06 8.7067815215391428e-07 -8.4220911943426151e-07 1.0443899091074269e-06 -9.4116583320349249e-07 1.8950660785321815e-06 -1.0695063353564779e-06 6.5935910892481587e-07 1.002260566735913e-06 1.1461645763688468e-06 -1.9022915560234262e-06 1.5489953782543171e-06 -5.5660742827967624e-07 -1.2300663632396954e-06 -3.9824617645189434e-06 5.0379318736304419e-06 7.1041011426586931e-07 -1.7439432776882315e-06 -6.3379495486515224e-07 2.157686360249045e-07 -6.5567687320603557e-08 1.3247752040764941e-06 2.2642810790785008e-07 5.4922016841210743e-07 -6.5686960493677002e-07 -8.3392732509411823e-09
leaf_weight=38 34 23 27 20 23 24 23 35 22 20 22 28 20 20 28 21 25 22 21 20 50 25 20 20 39 21 22 39 33 2336
leaf_count=38 34 23 27 20 23 24 23 35 22 20 22 28 20 20 28 21 25 22 21 20 50 25 20 20 39 21 22 39 33 2336
internal_value=0 3.37285e-07 -1.74913e-07 -9.80091e-09 -8.11099e-07 1.72278e-09 -5.30855e-09 1.23195e-09 -1.13232e-08 1.59375e-09 -1.16752e-08 -3.45754e-09 3.88395e-09 -3.27287e-09 -9.99036e-09 -4.68249e-07 4.04646e-07 2.6254e-09 -5.94686e-09 2.7504e-07 -2.73694e-08 -2.88615e-07 -3.59544e-08 -5.41574e-07 1.72242e-07 3.68836e-07 7.6283e-07 6.42101e-09 -2.33019e-09 6.72253e-09
internal_weight=0 88 50 3033 43 2990 2966 2943 2908 2874 2854 2832 2810 2790 2762 74 46 2688 2668 189 2479 169 144 42 102 82 43 2458 2419 2386
internal_count=3121 88 50 3033 43 2990 2966 2943 2908 2874 2854 2832 2810 2790 2762 74 46 2688 2668 189 2479 169 144 42 102 82 43 2458 2419 2386
is_linear=0
shrinkage=0.1


Tree=7983
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1210 1210 403 403 43 52 42 160 13 42 399 1213 1212 1212 1453 1210 1203 1211 1210 403 1212 403 52 1212 1453 42 158
split_gain=1.3312e-09 2.18137e-09 1.56952e-09 2.72101e-09 1.73723e-09 1.28778e-09 5.0049e-09 5.09641e-09 6.9938e-09 6.34951e-09 9.43455e-09 5.29849e-09 1.26634e-08 3.04638e-09 2.47725e-09 2.05095e-09 7.31138e-09 5.1371e-09 4.64526e-09 3.2948e-09 2.97433e-09 3.03331e-09 2.86366e-09 3.01585e-09 2.52013e-09 3.9422e-09 5.44671e-09 2.24367e-09 1.29566e-08 3.46781e-09
threshold=0.11531000000000001 0.10233500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 -0.090774999999999981 -0.092894999999999991 0.055925000000000009 0.12445000000000002 0.091205000000000008 -0.015149999999999999 -0.087074999999999986 -0.0098899999999999978 -0.087464999999999987 0.093235000000000026 0.087505000000000013 0.088215000000000016 -0.15270999999999998 -0.064799999999999983 0.091650000000000009 0.092635000000000009 -1.0000000180025095e-35 -0.083814999999999987 0.09198000000000002 -0.014954999999999998 0.089575000000000016 0.11796000000000001 -0.079219999999999985 0.085010000000000016 0.11245500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 9 10 -6 -12 14 -7 -13 17 -17 -15 -19 20 21 -20 -18 -24 25 26 -25 28 -23 -29
right_child=-2 -3 -4 4 5 13 -8 -9 -10 -11 11 12 -14 15 -16 16 22 18 19 -21 -22 27 23 24 -26 -27 -28 29 -30 -31
leaf_value=1.1393138739398032e-06 -6.7437508654432444e-07 8.2766820064250624e-07 -7.1020670900672426e-07 -8.8831577510394384e-07 -1.9439586114913255e-06 -1.1170649413543288e-06 1.6521882783267346e-06 1.3159197058124998e-06 -1.8570397998018963e-06 1.332321985825859e-06 -1.2359168805412917e-06 -2.7797504368658852e-07 2.6379517499836291e-06 -1.6269559120019039e-06 7.6845458560607477e-07 2.0759098095454865e-06 -9.1820717595207195e-07 -1.2760146742509498e-06 1.0701679973233415e-06 1.1168083399472661e-06 -1.146704064170911e-06 -5.4960219146680082e-07 1.3367667118690076e-06 1.2703440490994304e-06 7.2766739143454676e-07 -1.4929937489682744e-06 -9.3054467242836836e-07 -8.5125053822923769e-09 2.5148997870225934e-06 -6.8682967308538939e-07
leaf_weight=21 29 32 31 22 25 25 22 30 20 35 24 92 21 20 30 21 24 29 26 26 23 37 22 23 35 20 22 2234 22 78
leaf_count=21 29 32 31 22 25 25 22 30 20 35 24 92 21 20 30 21 24 29 26 26 23 37 22 23 35 20 22 2234 22 78
internal_value=0 6.31438e-09 -2.27494e-09 4.97032e-09 -2.94897e-09 3.57417e-09 2.00442e-07 8.51408e-08 -6.43465e-08 9.36001e-08 -1.32209e-07 1.39011e-07 3.69769e-07 -1.83326e-08 -2.06563e-08 -8.01393e-09 3.3126e-07 -3.07228e-08 -1.7824e-08 -2.90676e-09 -1.49368e-08 -4.07708e-09 8.03172e-08 2.76748e-07 4.35441e-08 -3.2483e-07 1.94354e-07 -1.58571e-08 5.93093e-07 -3.13969e-08
internal_weight=0 3092 3060 3029 3008 2986 299 277 247 227 192 167 143 2687 122 2662 167 2495 2475 2446 2420 2397 146 122 100 65 45 2371 59 2312
internal_count=3121 3092 3060 3029 3008 2986 299 277 247 227 192 167 143 2687 122 2662 167 2495 2475 2446 2420 2397 146 122 100 65 45 2371 59 2312
is_linear=0
shrinkage=0.1


Tree=7984
num_leaves=31
num_cat=0
split_feature=401 132 399 15 2 132 4 399 3 393 12 0 13 43 12 13 13 1 402 394 401 2 4 4 390 401 402 402 1212 1210
split_gain=1.19326e-09 1.42912e-09 4.70616e-09 4.65912e-09 1.76363e-09 1.83365e-09 1.81808e-09 1.5763e-09 1.37513e-09 1.33504e-09 3.54411e-09 1.44101e-09 1.30847e-09 4.79819e-09 4.53258e-09 4.40031e-09 4.71569e-09 8.60237e-09 1.78378e-09 1.49387e-09 2.6942e-09 1.18148e-08 3.07846e-08 9.86731e-09 4.21735e-09 3.02862e-09 2.97147e-09 2.92911e-09 1.85979e-09 5.72328e-09
threshold=0.13837000000000002 -0.083449999999999983 0.091580000000000009 0.092400000000000024 0.084245000000000014 -0.1075 0.10528000000000001 0.088190000000000018 -0.06977499999999999 0.088255000000000014 0.091085000000000013 0.22582000000000002 0.24813000000000004 -0.40263499999999991 0.22926500000000002 0.19762500000000002 0.11217000000000001 0.077565000000000009 0.27918000000000004 -0.12099999999999998 0.091040000000000024 0.084715000000000013 -0.081224999999999978 -0.080584999999999976 0.088375000000000023 0.081905000000000019 0.10668000000000001 0.113945 -0.089079999999999979 -0.099939999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 -1 7 8 -6 11 -11 12 14 -14 15 16 18 -18 19 -3 24 22 -22 -23 25 28 -24 -25 -21 -30
right_child=-2 2 -4 -5 6 -7 -8 -9 -10 10 -12 -13 13 -15 -16 -17 17 -19 -20 20 21 23 26 27 -26 -27 -28 -29 29 -31
leaf_value=-1.5913943131855721e-08 -7.5126139931637142e-07 8.1364847776809341e-07 1.1289594647111376e-06 -1.6234528836569305e-06 -2.9132192213758258e-07 -1.1724367470997358e-06 -6.7869863850470828e-07 8.1365209371757085e-07 6.3258926961869597e-07 1.3185377222650156e-07 -1.5028153369268607e-06 -8.0677212801154904e-07 1.5790002469822703e-07 -1.4906922886235809e-06 1.4047585561153634e-06 -1.3528648132112563e-06 2.5917707904454805e-06 -2.4395636827371761e-07 8.9590493604666101e-07 6.7978673488511278e-07 -4.664169481429781e-06 2.3616625878730704e-06 7.7453117507767881e-07 -8.2972099018220577e-07 1.440412918490048e-06 9.6842056998205178e-07 -7.5473507526642915e-07 6.4035919263994359e-07 -1.2589793625592292e-06 1.18125839583137e-08
leaf_weight=29 21 23 38 22 49 26 24 37 24 36 21 21 55 26 24 23 20 23 23 40 20 20 24 33 21 33 27 23 36 2279
leaf_count=29 21 23 38 22 49 26 24 37 24 36 21 21 55 26 24 23 20 23 23 40 20 20 24 33 21 33 27 23 36 2279
internal_value=0 5.09084e-09 2.34402e-08 -2.46147e-07 -8.58261e-08 -5.62634e-07 1.09879e-07 2.81932e-07 1.24297e-08 8.7051e-09 -4.70393e-07 1.84791e-08 2.47288e-08 -3.71278e-07 3.66443e-08 2.43374e-08 3.63131e-08 1.07499e-06 1.91482e-08 1.13291e-08 4.1095e-09 -4.11509e-07 -1.33905e-06 4.55009e-07 2.9471e-08 1.70632e-08 -3.50804e-08 -2.25938e-07 3.7321e-09 -7.94919e-09
internal_weight=0 3100 2889 211 189 55 134 110 73 2851 57 2794 2773 81 2692 2668 2645 43 2602 2579 2556 147 71 76 2409 2388 51 56 2355 2315
internal_count=3121 3100 2889 211 189 55 134 110 73 2851 57 2794 2773 81 2692 2668 2645 43 2602 2579 2556 147 71 76 2409 2388 51 56 2355 2315
is_linear=0
shrinkage=0.1


Tree=7985
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1210 1210 1211 50 2 132 15 132 1209 42 1212 16 0 1212 403 401 403 0 133 12 402 3 1213 42 481 2 160
split_gain=1.06086e-09 1.95535e-09 1.44009e-09 2.66398e-09 1.31277e-09 1.28937e-09 1.16976e-08 1.73115e-09 1.34759e-09 7.19134e-09 3.23632e-09 1.2299e-09 3.85307e-09 1.60403e-09 9.17607e-09 6.69421e-09 2.80939e-09 2.32141e-09 2.26836e-09 2.24445e-09 3.37431e-09 1.34754e-09 5.98862e-09 3.13297e-09 1.5284e-08 2.75776e-09 8.56222e-09 1.86162e-09 2.02322e-08 2.80991e-08
threshold=0.11531000000000001 0.10233500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 0.11048500000000001 0.096900000000000014 0.087470000000000006 -0.083284999999999984 0.091475000000000015 -0.044384999999999994 0.087485000000000021 0.085010000000000016 -0.088629999999999987 -0.092484999999999984 -0.086284999999999987 -0.063924999999999996 -0.0059799999999999992 -1.0000000180025095e-35 0.62200000000000011 -0.080869999999999984 0.50628500000000021 0.094835000000000017 -0.0088649999999999979 -0.083489999999999995 0.091280000000000014 0.090240000000000015 -0.085784999999999986 0.092875000000000013 -0.53908999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 8 7 -7 9 -6 -10 13 -13 14 -12 -16 17 -15 -18 20 -17 23 -23 24 -20 27 -27 28 29 -25
right_child=-2 -3 -4 4 5 6 -8 -9 10 -11 11 12 -14 16 15 19 18 -19 21 -21 -22 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=1.1268335454485082e-06 -6.020228934646404e-07 7.8327299082303634e-07 -6.806126909777373e-07 -7.7303818102336663e-07 -3.335446328118798e-08 -1.0927540209931544e-06 2.3525791153712239e-06 6.8689537484219318e-08 1.1432205694177356e-06 -1.8088909458723582e-06 -2.2083428079481975e-06 -1.4910786594674919e-07 1.5387200733130158e-06 5.5840832828835116e-08 1.6315705222171218e-06 -9.0016045181160048e-07 -9.1930063322083536e-07 1.561209680966429e-06 5.8170463748612953e-07 -1.3069793089925952e-06 9.1477003138606971e-07 -6.5327236908077877e-07 1.6308813580205122e-06 -4.0824336417205384e-06 -2.6761958411706627e-06 -3.6852576425283999e-07 2.2828389146092203e-06 1.5263211488310223e-08 2.2642071020646138e-06 -6.0666201146835805e-08
leaf_weight=21 29 32 31 22 186 21 22 33 25 26 22 38 21 20 21 21 27 21 36 20 20 22 24 23 24 29 21 2169 23 71
leaf_count=21 29 32 31 22 186 21 22 33 25 26 22 38 21 20 21 21 27 21 36 20 20 22 24 23 24 29 21 2169 23 71
internal_value=0 5.63295e-09 -2.49923e-09 4.44085e-09 -3.395e-09 2.27551e-09 4.0889e-07 -3.82983e-07 -8.34398e-09 -2.51109e-07 1.07317e-08 1.39769e-10 4.51644e-07 -1.0051e-08 -3.94886e-07 9.16515e-08 5.8943e-09 8.26883e-07 -7.73897e-09 -4.38485e-07 -1.48285e-08 2.33972e-09 5.3846e-07 -7.95308e-09 -7.21456e-07 1.03732e-08 7.45047e-07 -5.6958e-09 -3.94244e-07 -1.04472e-06
internal_weight=0 3092 3060 3029 3008 2986 76 54 2910 212 2698 2673 59 2614 104 82 2510 41 2469 61 41 2442 46 2396 60 2336 50 2286 117 94
internal_count=3121 3092 3060 3029 3008 2986 76 54 2910 212 2698 2673 59 2614 104 82 2510 41 2469 61 41 2442 46 2396 60 2336 50 2286 117 94
is_linear=0
shrinkage=0.1


Tree=7986
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 130 1 13 1 39 3 2 16 9 33 376 10 2 1184 14 45 160 12 51 51 47 47 47 159 160
split_gain=1.28019e-09 3.20086e-08 2.27563e-08 3.88154e-09 1.01762e-09 2.04127e-09 1.12033e-09 3.93216e-09 3.0641e-09 2.06387e-09 3.53691e-09 2.70241e-09 3.73366e-09 1.92439e-09 3.17422e-09 2.11111e-09 1.81058e-09 3.17412e-09 1.6185e-09 2.37438e-09 6.84553e-09 3.26532e-09 2.0936e-09 3.95179e-09 8.1493e-09 5.69356e-09 1.01988e-08 8.95657e-09 6.40001e-09 7.36972e-09
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 0.23631000000000002 -0.22461999999999996 0.13686500000000004 0.01128 0.13471500000000003 0.089790000000000023 0.149315 0.14445500000000003 -0.11676499999999999 0.092235000000000011 -0.0066799999999999993 0.088470000000000007 -0.084119999999999986 -0.045829999999999989 0.088135000000000019 -0.31455999999999995 0.094030000000000016 -0.076214999999999991 0.078300000000000008 0.093135000000000009 0.10302500000000002 0.092165000000000011 0.10648500000000001 0.080455000000000013 0.10545500000000001 0.096485000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 8 9 13 10 -8 -12 -13 14 -7 16 -16 -18 19 21 22 -19 23 25 -25 27 -27 28 29 -21
right_child=2 -3 4 -5 -6 6 7 -9 -10 -11 11 12 -14 -15 15 -17 17 18 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-3.0986806688236937e-08 -3.2215563035978534e-06 3.7623329555582012e-06 8.7759240938322795e-07 -1.5011276934728812e-06 -6.5562188761641267e-07 1.1158394736062642e-06 1.3836843146464162e-06 -1.532207762097858e-06 1.0592075073288601e-06 -6.6623283907730232e-07 -1.0710229766513771e-06 1.2765727530807323e-06 -5.4924777022809701e-07 -8.1703191483484267e-07 6.7435598998461108e-07 -8.286092077014474e-07 -1.1167467082486839e-06 -9.3368450799451755e-08 -8.8034459565733415e-07 3.3446553640268593e-07 -1.7875192256832678e-06 1.6920082919114068e-06 -2.0691371702021915e-08 -2.0796465150851872e-06 2.9617615428972637e-07 -2.3585802577621336e-06 4.604887346266134e-07 2.5216826897533906e-06 -1.1636512559002419e-06 2.1922948769276012e-06
leaf_weight=176 22 23 27 20 23 26 20 21 28 38 21 21 24 28 41 30 25 21 20 298 21 20 1940 22 42 21 33 20 26 23
leaf_count=176 22 23 27 20 23 26 20 21 28 38 21 21 24 28 41 30 25 21 20 298 21 20 1940 22 42 21 33 20 26 23
internal_value=0 2.33139e-07 -1.75949e-08 -1.81001e-07 6.87982e-09 1.22132e-08 3.95696e-09 -2.66793e-07 1.85784e-08 -5.24884e-08 2.18701e-07 -1.34324e-07 3.02802e-07 7.61208e-09 1.63949e-08 5.41313e-09 1.51374e-08 4.4629e-09 1.56437e-08 2.28491e-08 1.01988e-08 7.77547e-07 2.57666e-08 2.11599e-07 -5.20513e-07 3.22894e-07 -6.35816e-07 4.63957e-07 3.45356e-07 4.67581e-07
internal_weight=0 219 2902 196 2880 2857 2830 145 2685 124 86 66 45 2657 2629 2603 2573 2532 2507 2487 2446 41 2425 485 64 421 54 367 347 321
internal_count=3121 219 2902 196 2880 2857 2830 145 2685 124 86 66 45 2657 2629 2603 2573 2532 2507 2487 2446 41 2425 485 64 421 54 367 347 321
is_linear=0
shrinkage=0.1


Tree=7987
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 33 47 47 47 42 2 484 159 1 47 43 47 42 43 0 1446 1427 1447 160 1370 130 39 1373 1373 150 148
split_gain=1.03693e-09 3.17119e-08 1.933e-08 5.232e-09 1.04956e-09 1.55215e-09 8.6548e-09 7.84711e-09 1.08742e-08 1.6077e-09 1.97207e-09 2.45922e-09 1.6575e-09 8.17557e-09 5.49488e-09 3.3039e-09 3.21501e-09 1.84682e-09 1.83059e-09 1.50526e-09 1.73705e-09 2.14493e-09 1.92568e-09 1.46204e-09 1.46793e-09 2.62509e-09 1.43553e-09 7.91966e-09 5.03916e-09 2.59994e-09
threshold=-0.083284999999999984 0.10022000000000002 0.12358500000000001 0.089480000000000018 -0.009184999999999997 0.094160000000000008 0.09717000000000002 0.089640000000000011 0.083935000000000023 0.14445500000000003 -0.078424999999999981 0.076905000000000015 0.099990000000000009 0.107145 -1.0000000180025095e-35 0.11370000000000001 0.088060000000000013 -0.065269999999999981 -0.077259999999999981 -0.073109999999999994 0.089335000000000012 0.059120000000000013 -0.075414999999999982 1.0000000180025095e-35 -0.22699999999999995 0.12768500000000002 0.08789000000000001 1.0000000180025095e-35 0.13361500000000004 -0.10069499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 7 -7 19 -9 10 -8 12 14 -14 16 -15 -12 -17 -19 -6 21 23 -22 24 -21 26 27 28 29 -26
right_child=2 -3 -4 -5 5 6 9 8 -10 -11 11 -13 13 15 -16 17 -18 18 -20 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-9.7594190367097721e-09 -5.7306286825839762e-07 3.9048066561181694e-06 -3.1139637343358118e-06 -1.7156113892724533e-06 7.9735118608444595e-07 1.971132326599008e-06 -5.551249807290839e-07 -3.0542946063860656e-06 2.0382390392201376e-07 -8.0173602292177302e-07 1.2551340670965839e-06 1.3006197849563253e-06 2.2114546834473003e-06 -1.1178365628525389e-06 -1.6524865771572194e-06 -3.6325675572308166e-07 -3.2764914563317277e-07 1.1568994687908784e-07 1.3103208165494323e-06 -8.0277467821526285e-07 1.3166669491835951e-06 -7.4529006013061664e-07 -7.810491870654717e-09 -7.5844367142963166e-07 1.0942914927496035e-06 9.8037376200669058e-07 -7.0539636892265532e-07 1.9480673894837047e-06 -1.4441995678756333e-06 1.8535544052514633e-09
leaf_weight=178 31 21 20 20 24 26 36 20 21 20 21 20 20 21 20 28 33 29 23 22 21 39 23 25 22 28 28 21 24 2236
leaf_count=178 31 21 20 20 24 26 36 20 21 20 21 20 20 21 20 28 33 29 23 22 21 39 23 25 22 28 28 21 24 2236
internal_value=0 2.09824e-07 -1.58341e-08 -1.82068e-07 5.66577e-09 1.19585e-08 2.2833e-07 -1.32029e-08 -1.3855e-06 6.11238e-08 1.29878e-07 2.44576e-07 1.36264e-07 3.64262e-07 -2.36545e-07 -1.51851e-09 2.87878e-07 2.91515e-07 6.44084e-07 9.18635e-09 1.58653e-09 -9.62024e-09 6.24326e-07 2.30458e-09 1.02923e-08 1.78749e-08 6.31338e-09 1.49664e-08 -2.82289e-09 1.24973e-08
internal_weight=0 219 2902 198 2882 2851 297 2554 41 271 251 215 195 121 74 101 54 80 52 2513 2489 2445 44 2406 2381 2359 2331 2303 2282 2258
internal_count=3121 219 2902 198 2882 2851 297 2554 41 271 251 215 195 121 74 101 54 80 52 2513 2489 2445 44 2406 2381 2359 2331 2303 2282 2258
is_linear=0
shrinkage=0.1


Tree=7988
num_leaves=31
num_cat=0
split_feature=394 44 46 1429 156 1429 157 1429 1429 474 0 133 1455 13 474 1429 1447 474 474 157 1429 42 3 1374 16 474 483 482 42 160
split_gain=1.06455e-09 1.07554e-09 3.89227e-09 2.57741e-09 3.60231e-09 1.42658e-09 3.62431e-09 2.15643e-09 2.09021e-09 1.5383e-09 1.00028e-08 3.28745e-09 3.21098e-09 4.33437e-09 2.93474e-09 2.8001e-09 2.0034e-09 1.97337e-09 3.19253e-09 6.35693e-09 1.74552e-09 9.67147e-09 7.0648e-09 2.85036e-09 2.21936e-08 5.16276e-09 1.98093e-09 7.15511e-09 5.7323e-09 5.04185e-09
threshold=0.264685 0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 -0.08262499999999999 -0.049319999999999996 -0.069929999999999978 -0.026244999999999997 0.089130000000000015 1.0000000180025095e-35 0.091410000000000005 0.078065000000000009 -0.083764999999999992 0.088290000000000021 0.087415000000000007 -0.14960499999999996 0.08708500000000001 0.084550000000000014 -0.084764999999999993 0.083780000000000007 0.083715000000000026 -0.12018999999999998 0.087855000000000016 -0.087659999999999988 0.081755000000000008 0.098395000000000024 0.089745000000000005 0.096610000000000015 -0.072114999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5 -7 -9 14 11 12 13 15 16 -11 -10 18 20 -20 23 22 -22 25 -25 26 27 -18 29 -28
right_child=-2 2 -4 4 -6 7 -8 8 9 10 -12 -13 -14 -15 -16 -17 17 -19 19 -21 21 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-1.144124792205048e-06 6.4993040632543852e-07 1.5299092939358163e-06 -2.9662575765801844e-07 1.8225009117053737e-07 1.3324621409083194e-06 8.8484113268384168e-07 -1.4745298919340556e-06 -9.6250814910154476e-07 9.1582104002811881e-07 1.4776372872802312e-06 2.3859625179056823e-06 9.6047171894042538e-07 -1.3331335886895042e-06 -5.0066873038276476e-07 -1.0248572760341129e-06 -1.0984307095895929e-07 -2.3488073472364472e-08 9.6810467539398807e-07 -1.9725598876902948e-06 5.0615888057575105e-08 5.9942166080873005e-07 1.6951385683634208e-06 -1.9221485717935139e-06 7.5633909629782717e-07 -3.2347040409128817e-06 1.5906917190022798e-06 6.8503829804369019e-07 -1.6042346066975479e-06 1.5976069380093548e-06 -7.8969075254711007e-07
leaf_weight=20 25 20 28 31 20 27 23 23 23 25 20 30 21 66 29 20 2273 20 25 41 25 35 20 38 22 20 49 29 29 44
leaf_count=20 25 20 28 31 20 27 23 23 23 25 20 30 21 66 29 20 2273 20 25 41 25 35 20 38 22 20 49 29 29 44
internal_value=0 -5.24695e-09 4.64431e-07 -1.26434e-08 -5.16999e-09 -1.40638e-08 -5.23415e-07 -4.75272e-09 -1.29587e-08 -5.43821e-09 2.7603e-07 1.55449e-08 -1.99211e-07 1.53147e-08 -2.42579e-08 7.7209e-07 -1.34828e-08 -2.14881e-08 -2.89567e-08 -7.15739e-07 -1.1415e-08 4.48405e-07 -5.21276e-07 -2.61058e-08 -7.07043e-07 -9.38882e-09 -2.25908e-08 -4.34019e-08 3.70091e-07 -1.2683e-08
internal_weight=0 3096 48 3048 3028 3008 54 2954 2927 2904 182 162 132 111 2722 45 2693 2670 2650 66 2584 80 45 2504 60 2444 2424 2302 122 93
internal_count=3121 3096 48 3048 3028 3008 54 2954 2927 2904 182 162 132 111 2722 45 2693 2670 2650 66 2584 80 45 2504 60 2444 2424 2302 122 93
is_linear=0
shrinkage=0.1


Tree=7989
num_leaves=31
num_cat=0
split_feature=472 1429 11 52 3 3 1204 16 132 1186 1185 52 9 10 2 43 0 1455 1454 1455 482 1 13 10 4 16 16 1429 0 133
split_gain=1.17504e-09 2.51019e-09 1.52582e-09 4.8706e-09 3.43238e-09 1.18249e-08 2.6236e-09 2.12376e-09 1.55779e-09 3.21387e-08 1.7422e-08 2.91608e-09 1.51781e-09 3.39109e-09 3.27534e-09 1.48963e-09 1.42912e-09 1.06449e-08 7.06534e-09 4.47862e-09 9.26166e-09 4.80124e-09 3.37816e-09 1.17751e-08 8.72077e-09 3.90478e-09 1.299e-08 6.55338e-09 1.68949e-08 4.01812e-09
threshold=-0.38234499999999999 -0.23587499999999997 0.090920000000000015 -0.51296999999999993 -0.16726499999999997 -0.24190499999999995 -0.13353999999999996 0.0057500000000000008 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 0.092890000000000014 0.053330000000000009 -0.080614999999999978 -0.15582499999999996 -0.068189999999999987 -1.0000000180025095e-35 0.074020000000000016 0.10861000000000001 -0.29722999999999994 0.085475000000000009 0.24813000000000004 -0.38124499999999995 0.51164000000000009 0.26799500000000004 0.19444000000000003 -0.026244999999999997 -0.019414999999999998 0.41553500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 7 -6 -3 9 11 -10 -8 13 14 -12 -5 19 -18 22 20 -16 -21 23 -19 25 26 29 -27 -29 -25
right_child=1 2 3 15 6 -7 8 -9 10 -11 12 -13 -14 -15 16 -17 17 18 -20 21 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-6.9701402480859544e-07 1.0462141030688064e-06 3.376689780833981e-07 -1.7846739589799653e-06 6.9146288627139477e-07 -1.1512617720654817e-06 2.0630935248228917e-06 9.0483941368808312e-09 -8.425856503890827e-07 -2.8244718826251553e-06 4.0695223202646963e-06 1.0281168686692729e-06 -1.13699591514168e-06 7.0852484322851222e-07 -9.8455153144121661e-07 2.140295297673826e-06 -3.2499198183228127e-07 -2.4189963301068931e-06 2.2233754071705683e-06 1.7757388526362661e-06 -2.1129848306600252e-06 2.9245965429409723e-08 7.8187749750213708e-08 -1.4155511644275976e-06 7.2274861390988081e-08 -2.1412888930750674e-06 -9.2743132161861772e-07 -2.3106067078123459e-06 8.5286291694405694e-08 3.3518547093080997e-06 -1.3202991389651131e-06
leaf_weight=24 23 31 20 21 20 35 152 30 22 20 31 26 30 35 21 46 20 21 20 20 2004 20 20 209 22 30 29 76 20 23
leaf_count=24 23 31 20 21 20 35 152 30 22 20 31 26 30 35 21 46 20 21 20 20 2004 20 20 209 22 30 29 76 20 23
internal_value=0 5.40515e-09 -2.3823e-09 -4.152e-07 9.64152e-09 5.979e-07 -9.8925e-09 -2.42784e-07 -1.94148e-09 2.68707e-07 -2.19895e-08 -1.58351e-07 1.26763e-09 -6.82765e-09 6.40527e-09 -6.40165e-09 -5.99123e-09 -1.59524e-07 -6.33762e-08 3.04403e-08 5.11383e-08 -1.0174e-06 -1.45115e-07 -8.60246e-08 -2.046e-07 -9.45042e-08 -3.15207e-07 3.62666e-07 7.65821e-07 -6.5782e-08
internal_weight=0 3097 3074 87 2987 96 2891 61 2871 198 2673 178 2651 2621 2586 67 2555 490 470 2065 2025 40 450 430 409 387 261 126 96 232
internal_count=3121 3097 3074 87 2987 96 2891 61 2871 198 2673 178 2651 2621 2586 67 2555 490 470 2065 2025 40 450 430 409 387 261 126 96 232
is_linear=0
shrinkage=0.1


Tree=7990
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1186 13 15 16 12 2 1429 156 11 52 16 471 2 483 0 39 49 12 2 43 376 12 12 16 12 480 480
split_gain=1.14977e-09 7.03197e-09 2.54022e-09 1.10293e-09 1.29067e-09 2.3938e-09 2.33194e-09 1.34452e-09 3.01135e-09 1.08643e-09 3.15496e-09 1.11703e-09 4.08048e-09 3.3082e-09 2.16358e-09 1.41816e-09 1.35388e-09 8.4098e-09 4.31668e-09 2.69933e-09 2.72775e-09 1.11311e-08 3.06902e-09 1.75922e-09 1.90776e-09 7.46051e-09 3.55649e-09 3.31795e-09 2.62425e-09 3.19756e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.010834999999999999 -0.0082249999999999979 -0.10469999999999999 -0.083134999999999987 0.11418000000000002 0.089725000000000013 -0.23752499999999996 0.32523500000000005 0.090920000000000015 -0.51296999999999993 0.6352000000000001 0.10338500000000002 0.097070000000000004 0.098395000000000024 -0.064339999999999994 0.15619500000000003 0.097940000000000013 0.094435000000000005 0.083715000000000026 -0.077604999999999993 0.11357500000000002 0.12757000000000002 0.11650500000000001 0.0028900000000000006 0.11351500000000002 0.11387000000000001 0.095525000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -7 8 -6 -3 11 13 -13 14 16 -14 18 19 23 20 21 -18 -23 24 25 27 -26 28 29 -11
right_child=1 9 -4 4 7 6 -8 -9 -10 10 -12 12 15 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=4.897296737535076e-07 1.840055141482957e-06 -7.3098210108923921e-07 -1.1097325722987859e-06 3.8327281463748283e-07 -2.1405355580230079e-07 -1.5489873312617421e-06 -2.5999169828150315e-07 -4.7415734010083445e-07 1.2789911405196687e-06 2.6177010588861851e-09 1.2602011202034193e-06 -1.6062065560618068e-06 -4.7093424072386374e-07 9.9106058178389339e-07 -9.6727411722025383e-07 4.7237218121368006e-07 -1.9373503334300632e-06 2.0582133285900098e-06 -1.4383094870546693e-06 -9.2824131303796794e-07 9.9579864629430945e-07 -6.1410914753423643e-08 1.5378134198347954e-06 8.9168935863364662e-07 -1.5919038143389724e-06 1.8815888497989537e-06 2.7137615916217327e-07 -1.206747717590232e-06 1.0405027396132028e-06 -1.0363143416232864e-06
leaf_weight=28 21 20 28 23 35 25 32 29 22 2364 20 20 30 34 23 34 23 23 21 26 31 24 24 22 21 21 20 23 24 30
leaf_count=28 21 20 28 23 35 25 32 29 22 2364 20 20 30 34 23 34 23 23 21 26 31 24 24 22 21 21 20 23 24 30
internal_value=0 1.67889e-08 -2.19342e-07 -9.08317e-08 -1.88758e-07 -4.77864e-07 -8.25341e-07 8.01787e-08 3.62209e-07 3.48502e-09 8.62475e-09 -1.95383e-10 -3.59423e-07 1.07614e-08 -1.4923e-09 3.01973e-08 6.74388e-09 2.97675e-07 -1.05109e-08 -1.86712e-08 2.1318e-07 -1.28527e-07 7.38201e-07 1.36386e-09 -6.46161e-09 4.80465e-09 -6.82987e-07 -1.13414e-08 2.93138e-11 -1.04015e-08
internal_weight=0 2899 222 194 166 80 57 86 57 2878 2858 2838 84 2754 2720 64 2697 151 2546 128 102 71 48 2525 2503 2462 41 2441 2418 2394
internal_count=3121 2899 222 194 166 80 57 86 57 2878 2858 2838 84 2754 2720 64 2697 151 2546 128 102 71 48 2525 2503 2462 41 2441 2418 2394
is_linear=0
shrinkage=0.1


Tree=7991
num_leaves=31
num_cat=0
split_feature=472 475 474 474 158 45 10 0 1 11 1 3 13 1420 52 1420 4 1 1 3 1 1 0 1 1 16 49 49 51 2
split_gain=1.28249e-09 2.34153e-09 1.21923e-09 1.66731e-09 1.28601e-09 1.26688e-09 1.4902e-09 1.51149e-08 1.11596e-08 2.23484e-09 1.83949e-09 1.55141e-09 1.44164e-09 3.95187e-09 3.09894e-09 2.8851e-09 2.43213e-09 2.40646e-09 7.78872e-09 1.05607e-08 7.71531e-09 6.31535e-09 1.1774e-08 8.29472e-09 1.11117e-08 5.80735e-09 5.21219e-09 9.50289e-09 8.73092e-09 1.26364e-08
threshold=-0.38234499999999999 0.13528000000000004 0.11568500000000002 0.11147000000000001 -0.47382999999999992 0.10041000000000001 -0.011559999999999999 -0.10224499999999999 0.096860000000000016 -1.0000000180025095e-35 0.12000500000000001 -0.022174999999999997 0.086705000000000018 -0.086449999999999985 -0.54906499999999991 -0.08341999999999998 -0.51843499999999987 0.102705 0.096255000000000021 0.088060000000000013 0.10658000000000002 0.094090000000000021 -0.077084999999999987 0.093400000000000025 0.092390000000000014 -0.037154999999999994 -0.045154999999999994 -0.056454999999999991 0.09364500000000002 0.11728500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -9 -8 -10 -12 13 -11 -14 -15 -17 18 21 -20 25 23 -23 24 -18 -19 27 -22 -28 -30
right_child=1 -3 -4 -5 5 -7 9 8 10 12 11 -13 14 15 -16 16 17 20 19 -21 26 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-7.2819496305479945e-07 -7.3150364467977633e-07 1.0108729344685107e-06 -6.7091262836685121e-07 8.5224646583177996e-07 -2.6505703678357469e-06 6.6117541968900434e-07 1.0647165765931278e-06 2.2409232872719474e-06 2.6142265596718062e-07 -1.4200906616679277e-06 -1.7056466183682708e-07 -1.3451759237479723e-06 1.3046370091511031e-06 1.0600766397601548e-06 1.1721962642635761e-07 -8.1346299778990804e-07 3.5880600569170116e-08 -8.2764267498684297e-08 1.4198785688890326e-06 -1.0998460787786394e-06 5.799103921312216e-08 -2.783720119821184e-06 2.2357538152088336e-07 2.0511149068624945e-06 -1.873633826679936e-06 -2.1024112809949916e-06 -4.2909611690559542e-08 2.5418960120759951e-06 -3.3197263898424959e-06 1.9247118174803293e-07
leaf_weight=24 24 23 27 23 23 29 20 21 28 20 22 23 24 25 261 38 1797 24 80 21 67 23 30 20 31 35 277 20 21 20
leaf_count=24 24 23 27 23 23 29 20 21 28 20 22 23 24 25 261 38 1797 24 80 21 67 23 30 20 31 35 277 20 21 20
internal_value=0 5.63845e-09 -1.88282e-09 4.04557e-09 -2.40569e-09 3.42709e-09 -2.99321e-09 -3.52781e-07 2.09444e-07 1.13464e-08 -3.74954e-07 -7.70922e-07 3.91257e-09 -1.99362e-08 2.17213e-07 -8.86342e-09 -1.95357e-08 -7.30166e-09 4.02559e-08 8.95975e-07 -2.12496e-07 -5.20842e-09 -1.08148e-06 2.56586e-08 3.49824e-09 -1.28086e-06 -5.6858e-08 6.29004e-07 -2.44499e-07 -1.60646e-06
internal_weight=0 3097 3074 3047 3024 3000 2971 117 94 2854 73 45 2834 2549 285 2529 2504 2466 2002 101 464 1901 53 1848 1828 59 405 87 318 41
internal_count=3121 3097 3074 3047 3024 3000 2971 117 94 2854 73 45 2834 2549 285 2529 2504 2466 2002 101 464 1901 53 1848 1828 59 405 87 318 41
is_linear=0
shrinkage=0.1


Tree=7992
num_leaves=31
num_cat=0
split_feature=472 1429 13 16 52 484 2 42 42 42 2 0 2 474 0 16 16 11 33 12 9 9 4 160 159 52 133 3 160 4
split_gain=1.03884e-09 2.21378e-09 1.33046e-09 6.69818e-09 5.68606e-09 3.52243e-09 3.83418e-09 2.15363e-09 4.86734e-09 4.68111e-09 4.48336e-09 6.02789e-09 4.69236e-09 1.57607e-09 1.86699e-09 4.87023e-09 2.34346e-09 2.04637e-09 2.94115e-09 2.01281e-09 1.82822e-09 2.29132e-09 1.94658e-09 5.11911e-09 5.39415e-09 5.56655e-09 4.31512e-09 3.73241e-09 3.53551e-09 3.11306e-09
threshold=-0.38234499999999999 -0.23587499999999997 0.095710000000000017 0.6352000000000001 -0.54906499999999991 0.090535000000000018 0.14838000000000004 -0.09693499999999998 -0.046564999999999995 -0.12099999999999998 0.090425000000000019 -0.079634999999999997 0.10188000000000001 -0.23025999999999996 0.10455500000000001 0.19444000000000003 -0.008069999999999999 -0.011194999999999998 -0.009184999999999997 0.086095000000000019 0.088235000000000022 0.10141500000000002 -0.086849999999999997 -0.089549999999999991 0.10442500000000002 0.084735000000000019 -0.0054649999999999985 -0.090569999999999984 -0.4909099999999999 -0.086394999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 13 -4 6 7 9 -9 -6 11 -10 -12 -3 17 16 -16 -15 -19 -18 22 -22 23 28 25 -25 -27 -28 -20 -24
right_child=1 2 4 -5 5 -7 -8 8 10 -11 12 -13 -14 14 15 -17 19 18 20 -21 21 -23 29 24 -26 26 27 -29 -30 -31
leaf_value=-6.5537548531816973e-07 9.8250954638585783e-07 7.8374851000262433e-07 1.7475935643253913e-06 -1.4617962040830434e-06 2.7221121865106811e-07 -9.8617221522902446e-07 1.4267334621634925e-06 1.7214208436858566e-06 -1.8900652311127819e-06 -1.2311263028951705e-06 1.651312233320823e-06 5.0866224697188047e-07 -1.037130153655688e-07 9.407014431417338e-07 -8.7231225931884099e-07 -1.6159195671259743e-06 -1.9116626936011016e-07 -1.1580526399319008e-06 1.3497239081061708e-07 1.15476571991735e-06 1.3979502471426844e-06 -1.8959981048283227e-08 -1.1485375707707136e-06 -1.2820486873428815e-07 1.8390617900839363e-06 1.4853389493018277e-07 2.5691962599964991e-06 6.6038840742521651e-07 -1.7453232487696369e-06 -2.6442382317735365e-08
leaf_weight=24 23 25 22 32 53 28 23 21 22 34 25 20 39 23 21 26 25 22 20 20 21 25 25 136 24 37 21 20 20 2244
leaf_count=24 23 25 22 32 53 28 23 21 22 34 25 20 39 23 21 26 25 22 20 20 21 25 25 136 24 37 21 20 20 2244
internal_value=0 5.0818e-09 -2.23142e-09 -2.3343e-08 2.02779e-07 7.45305e-08 1.99846e-07 6.79839e-08 3.30548e-07 -3.153e-07 5.49982e-08 -7.47814e-07 5.81844e-07 -6.63505e-09 -1.3873e-08 -4.56699e-07 -3.63603e-11 1.57052e-09 -6.68952e-09 4.07026e-07 3.07908e-09 6.2789e-07 -8.2053e-09 2.41551e-07 4.17472e-07 2.58041e-07 9.31495e-07 1.63807e-06 -8.05175e-07 -3.88057e-08
internal_weight=0 3097 3074 2787 287 265 237 214 127 87 106 42 64 2755 2730 92 66 2638 2615 45 2593 46 2547 278 238 214 78 41 40 2269
internal_count=3121 3097 3074 2787 287 265 237 214 127 87 106 42 64 2755 2730 92 66 2638 2615 45 2593 46 2547 278 238 214 78 41 40 2269
is_linear=0
shrinkage=0.1


Tree=7993
num_leaves=31
num_cat=0
split_feature=1429 156 484 12 2 484 484 484 130 2 482 482 11 33 10 16 51 10 13 16 0 51 130 1 1 129 12 4 1370 457
split_gain=1.13025e-09 3.14824e-09 1.15272e-09 5.07284e-09 5.83526e-09 2.51654e-09 2.67061e-09 3.46974e-09 1.00745e-08 5.42263e-09 1.65994e-09 2.3456e-09 1.64755e-09 2.62733e-09 1.8386e-09 2.96332e-08 1.66342e-08 3.15622e-09 1.67359e-09 6.43003e-09 4.12041e-09 2.39411e-09 2.55533e-09 2.86865e-09 4.41993e-09 2.52714e-09 2.65392e-09 2.18631e-09 1.80473e-09 2.33604e-09
threshold=-0.23752499999999996 0.32523500000000005 0.12955000000000003 0.089735000000000023 0.089525000000000007 0.11803500000000001 0.10948000000000001 0.10126500000000001 -0.23123999999999997 0.31765000000000004 0.11191500000000001 0.098465000000000011 -0.011194999999999998 -0.012019999999999998 -0.0093599999999999985 -0.056919999999999991 0.080335000000000018 -1.0000000180025095e-35 0.095710000000000017 0.6352000000000001 0.12411500000000002 -0.21316999999999997 -0.092879999999999976 0.11669000000000002 0.10557500000000002 0.086095000000000019 0.10711000000000002 -0.093124999999999986 1.0000000180025095e-35 -0.11701499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 7 8 -2 10 11 12 -10 -14 15 16 -15 -16 19 28 21 -20 -23 24 25 26 27 -24 29 -19
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 -12 -13 13 14 17 -17 -18 18 20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.1423419269416915e-07 2.1285664016349158e-06 1.2556532919916208e-06 1.9192431864212267e-08 -7.1682442217899324e-07 2.31085777897988e-06 -1.011580480962948e-06 9.8594903234967462e-07 -1.2106161983401384e-06 8.1598044824697047e-07 -1.6603788481006632e-06 -6.925729524352522e-07 8.7988090399448996e-07 -1.08049825544383e-06 -2.623712713898385e-06 -1.2436617884943536e-06 2.6311730566918857e-06 7.9762765305228336e-07 7.5636178542901271e-07 9.3379159546531878e-07 -1.4929195328742632e-06 1.3783465878499816e-06 1.0247630598314573e-06 -1.4547213085875385e-06 -1.294903206812137e-06 1.1372358324445452e-06 7.4532712460495539e-07 4.5408895580887637e-07 -3.5060409282944886e-07 -9.0128467369911806e-07 -2.4035520290522914e-08
leaf_weight=22 22 20 25 26 20 25 27 24 24 20 35 30 23 30 21 37 27 39 29 30 28 20 29 20 27 20 23 47 23 2328
leaf_count=22 22 20 25 26 20 25 27 24 24 20 35 30 23 30 21 37 27 39 29 30 28 20 29 20 27 20 23 47 23 2328
internal_value=0 5.06844e-09 -3.05487e-09 3.95205e-07 1.03771e-06 -1.24553e-08 -4.08179e-09 -1.31247e-08 -3.32258e-09 -1.944e-08 -8.08398e-09 3.07305e-10 -9.0333e-09 -1.61023e-08 -7.28983e-09 4.27425e-07 -1.00308e-06 -2.25146e-08 -1.28848e-08 -3.80057e-08 2.3729e-07 8.86874e-08 -4.30761e-08 -1.71731e-07 -1.78723e-08 -2.79956e-07 -4.87083e-07 -7.71912e-07 -1.97432e-08 -1.11773e-08
internal_weight=0 3099 3079 71 45 3008 2983 2956 2932 2910 2890 2855 2825 2801 2778 94 57 2684 2663 2420 243 215 186 166 146 119 99 76 2390 2367
internal_count=3121 3099 3079 71 45 3008 2983 2956 2932 2910 2890 2855 2825 2801 2778 94 57 2684 2663 2420 243 215 186 166 146 119 99 76 2390 2367
is_linear=0
shrinkage=0.1


Tree=7994
num_leaves=31
num_cat=0
split_feature=130 42 1451 1455 160 483 158 42 483 43 483 4 4 4 51 4 160 12 1 52 2 1204 128 15 2 16 160 133 4 4
split_gain=1.33271e-09 1.67979e-09 1.48032e-09 1.90984e-09 3.93877e-09 1.49931e-09 2.54932e-09 2.52068e-09 1.38337e-09 8.21884e-09 3.16497e-09 1.45229e-09 4.00894e-09 1.42779e-09 5.78382e-09 7.70318e-09 5.77129e-09 4.94295e-09 6.23261e-09 6.94369e-09 1.08002e-08 4.9334e-09 4.82309e-09 5.34406e-09 5.88964e-09 4.52348e-09 4.22788e-09 3.23221e-09 2.5971e-09 3.84822e-09
threshold=-0.22699999999999995 0.15021500000000002 0.091400000000000009 -0.091944999999999985 -0.072114999999999985 -0.47181499999999993 0.11843500000000001 0.094010000000000024 -0.095689999999999983 -0.077824999999999991 -0.088009999999999991 -0.50940999999999981 -0.52556499999999995 -0.086849999999999997 -0.14283999999999999 -0.50262499999999988 0.084770000000000026 0.10149500000000002 0.10672000000000002 -0.55061999999999989 0.09678500000000001 -0.080654999999999991 1.0000000180025095e-35 0.083195000000000005 0.084305000000000005 -0.081299999999999983 -1.0000000180025095e-35 0.11830000000000002 -0.086394999999999986 -0.085964999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 8 -8 9 -7 -10 12 -12 14 -13 -16 17 18 19 -17 21 -21 23 26 -25 -26 -23 -19 -15 -30
right_child=1 -3 -4 5 -6 6 7 -9 10 -11 11 13 -14 28 15 16 -18 27 -20 20 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-7.129456281955544e-07 1.2365054209800981e-06 7.2676985780617547e-07 -7.2530482656065132e-07 7.4864778805651726e-07 -2.2262611609577917e-07 1.8022396436852736e-06 -1.1782401976990419e-07 -1.5564068765646273e-06 -1.2639711019346578e-06 -9.4256137671777652e-07 1.7316054913862902e-07 1.4571935904231481e-06 -1.2108124713626643e-06 -1.0312805843568639e-06 -1.7391079888346381e-06 -1.361724541667449e-06 -1.4479340643447359e-06 -1.5278085460191837e-06 1.737273588234115e-06 1.5764109633664704e-06 1.9881285326343796e-06 -2.9668679901632182e-07 1.0401266685033173e-06 1.5020925182150017e-06 -1.5511703363050141e-06 5.5020422678353504e-07 -2.2357526189993719e-06 1.8635993409464969e-07 1.3097217752353822e-06 -1.9112702441276635e-08
leaf_weight=26 37 32 28 26 37 24 29 21 20 20 50 33 36 25 22 23 20 22 34 20 38 23 29 22 21 20 22 22 22 2317
leaf_count=26 37 32 28 26 37 24 29 21 20 20 50 33 36 25 22 23 20 22 34 20 38 23 29 22 21 20 22 22 22 2317
internal_value=0 6.00152e-09 -1.52854e-09 5.1488e-09 5.0694e-07 -7.39173e-09 -1.40892e-08 -7.22029e-07 -1.81987e-09 5.54603e-07 -1.04375e-08 -1.55031e-09 -4.06177e-07 1.11729e-08 1.93558e-07 7.01854e-08 1.96149e-07 3.07236e-07 4.7799e-07 2.81589e-07 4.75415e-07 1.09281e-07 -1.04899e-07 -4.12359e-07 1.82151e-07 -5.2611e-07 -1.24467e-06 -6.70724e-07 -1.74502e-08 -6.61405e-09
internal_weight=0 3095 3063 3035 74 2961 2935 50 2885 44 2841 2821 86 2735 371 338 316 296 252 218 195 157 137 108 63 41 45 44 2364 2339
internal_count=3121 3095 3063 3035 74 2961 2935 50 2885 44 2841 2821 86 2735 371 338 316 296 252 218 195 157 137 108 63 41 45 44 2364 2339
is_linear=0
shrinkage=0.1


Tree=7995
num_leaves=31
num_cat=0
split_feature=120 0 4 33 9 3 9 10 51 34 45 3 3 40 43 1 1 2 1 1 48 2 1 457 159 16 0 4 156 3
split_gain=1.10796e-09 2.58329e-09 2.06643e-09 1.7803e-09 1.60547e-09 8.77975e-09 1.83472e-09 1.46126e-09 1.9317e-09 1.17026e-09 1.22921e-09 1.1183e-09 4.42398e-09 7.72093e-09 4.41684e-09 6.13586e-09 2.28541e-08 9.05319e-09 1.30555e-08 8.56353e-09 1.60978e-08 6.93024e-09 1.39631e-08 5.46219e-09 5.0593e-09 6.52434e-09 4.36623e-09 3.65994e-09 3.31177e-09 2.0985e-09
threshold=1.0000000180025095e-35 -0.073309999999999986 0.63113500000000011 -0.044254999999999996 0.091600000000000015 -0.13309499999999996 0.085355000000000014 -0.086389999999999981 0.081440000000000026 -0.086059999999999984 0.094030000000000016 -0.016324999999999996 -0.011549999999999998 -0.083564999999999987 -0.081374999999999989 0.093890000000000015 0.090475000000000014 0.10644500000000001 0.10708500000000001 0.10781 0.016865000000000002 0.11411 0.11323000000000001 0.032140000000000009 0.10545500000000001 0.25792000000000009 -0.12333499999999999 -0.51843499999999987 0.078780000000000003 -0.022174999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 8 -5 -9 11 27 13 -13 -14 16 23 19 -19 20 -17 -20 -23 24 25 26 28 -11 -16 -29
right_child=1 -3 -4 4 5 -7 -8 9 -10 10 -12 12 14 -15 15 17 -18 18 21 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=9.400253657076973e-07 2.136154751610775e-07 -1.2721637062895753e-06 8.7835720579379196e-07 -1.1398540672976546e-06 8.5013527382216127e-07 -1.9155517595237369e-06 9.1232210376223188e-07 7.6750965320115935e-07 6.7791100061893101e-08 -1.0688027298432313e-06 -6.1640910438143241e-07 -1.6793480659029942e-07 -1.0484543851669729e-06 2.4841516095973149e-06 1.5326107026147897e-06 -3.5953249585018147e-06 3.6755328372756984e-06 2.1264454629014532e-06 1.224833730446037e-06 1.407931721233682e-07 3.6553797978849223e-08 -2.7736783109007362e-06 1.6725424348130884e-08 -1.1249169018709735e-06 -1.0111742919131453e-06 2.0421460101681955e-06 -4.6726699147891557e-07 1.1141611723050402e-09 -6.1214059211455274e-08 -1.0031510820833014e-06
leaf_weight=20 25 22 27 26 22 24 22 20 27 33 32 23 34 21 32 26 21 30 29 36 23 22 97 27 21 27 43 2266 22 21
leaf_count=20 25 22 27 26 22 24 22 20 27 33 32 23 34 21 32 26 21 30 29 36 23 22 97 27 21 27 43 2266 22 21
internal_value=0 -4.81856e-07 7.36772e-09 -3.50266e-10 -6.56352e-09 -5.92832e-07 2.48323e-09 -4.28137e-09 -5.24639e-07 5.20897e-09 -7.3782e-11 6.83678e-09 1.37311e-07 1.09783e-06 5.10601e-08 1.33041e-07 5.61249e-07 -1.81195e-07 2.24241e-07 -1.03023e-06 -1.89057e-06 -1.6134e-07 -4.99148e-07 1.81017e-07 4.24191e-07 6.67277e-07 2.84581e-07 -2.31948e-08 8.83275e-07 -8.10734e-09
internal_weight=0 47 3074 3047 3027 46 2981 2959 53 2906 2886 2854 534 44 490 456 193 263 178 85 49 148 119 172 145 124 97 2320 54 2287
internal_count=3121 47 3074 3047 3027 46 2981 2959 53 2906 2886 2854 534 44 490 456 193 263 178 85 49 148 119 172 145 124 97 2320 54 2287
is_linear=0
shrinkage=0.1


Tree=7996
num_leaves=31
num_cat=0
split_feature=472 1429 1425 1426 401 402 128 42 133 42 129 13 129 448 40 13 13 133 4 43 16 13 3 1210 132 1 1204 15 403 132
split_gain=1.05694e-09 2.08104e-09 1.08413e-09 1.53243e-09 1.03993e-09 1.1726e-09 1.26393e-09 1.78353e-09 5.20987e-09 5.30721e-09 3.45895e-09 4.05221e-09 3.53596e-09 2.68116e-09 1.65132e-09 2.17261e-09 1.95306e-09 1.84812e-09 7.51814e-09 5.05453e-09 1.12712e-08 1.05342e-08 8.2391e-09 3.92536e-09 1.86605e-09 3.8427e-08 1.88058e-08 5.48028e-09 7.277e-09 3.47362e-09
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 1.0000000180025095e-35 0.13837000000000002 0.27918000000000004 0.10614000000000001 -0.095859999999999987 0.089595000000000022 -0.23037499999999997 0.080675000000000011 0.19762500000000002 0.090540000000000023 0.053555000000000005 -0.24290999999999999 0.24813000000000004 0.23074000000000003 0.40431 -0.081374999999999989 0.055925000000000009 -0.069894999999999985 -0.066634999999999986 -0.079724999999999976 -0.13847499999999999 -0.083284999999999984 0.089475000000000013 -0.082199999999999981 0.084905000000000022 -0.073254999999999987 -0.037359999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 9 -3 11 -11 -12 14 -9 16 17 23 -19 20 22 -21 -20 -16 25 27 -26 -25 -29 -28
right_child=1 2 -4 -5 -6 -7 -8 13 -10 10 12 -13 -14 -15 15 -17 -18 18 19 21 -22 -23 -24 24 26 -27 29 28 -30 -31
leaf_value=-6.6106270158646414e-07 9.52794562922661e-07 1.7865837051054959e-06 -6.8595060799017797e-07 8.7565323269700468e-07 -7.0383305986373062e-07 6.9852145732814583e-07 -3.6816834832210512e-07 -8.8674216353215996e-07 -7.2588469908378806e-07 1.7166306639028661e-06 -1.1309108904242749e-06 -5.4141846916877517e-08 3.5238103982414436e-07 -1.111931739863146e-06 -1.2429490014325825e-06 8.2251946759148709e-07 -9.9088764386578994e-07 1.7284176729228949e-06 -7.6881814140305184e-07 2.3015193306719084e-06 -2.53435859349338e-06 -6.9336523490842017e-07 1.4795422040541391e-06 1.0758175065331354e-07 -2.3661200423382124e-06 4.1162712488175128e-06 1.315646632917833e-06 -2.557065617804169e-06 4.5426502155847134e-08 -8.2407624277385782e-09
leaf_weight=24 23 29 23 20 21 24 92 21 39 28 25 24 45 22 26 32 20 31 39 24 20 23 28 109 34 23 20 21 22 2189
leaf_count=24 23 29 23 20 21 24 92 21 39 28 25 24 45 22 26 32 20 31 39 24 20 23 28 109 34 23 20 21 22 2189
internal_value=0 5.12456e-09 -1.96601e-09 3.19022e-09 -2.56671e-09 2.32584e-09 -3.26984e-09 8.33025e-09 3.04484e-07 5.70606e-07 2.81563e-07 8.99351e-07 -1.77366e-07 -1.24794e-08 -3.46078e-09 3.50988e-09 -6.45905e-09 1.08736e-09 3.25007e-07 3.37059e-10 -4.51079e-07 8.35938e-07 1.70795e-07 -2.07812e-08 -7.63959e-09 3.06867e-07 -3.21775e-08 -2.69556e-07 -1.22556e-06 3.74554e-09
internal_weight=0 3097 3074 3051 3031 3010 2986 2894 190 151 122 52 70 2704 2682 2661 2629 2609 165 134 87 47 67 2444 2418 175 2243 152 43 2209
internal_count=3121 3097 3074 3051 3031 3010 2986 2894 190 151 122 52 70 2704 2682 2661 2629 2609 165 134 87 47 67 2444 2418 175 2243 152 43 2209
is_linear=0
shrinkage=0.1


Tree=7997
num_leaves=31
num_cat=0
split_feature=132 394 1203 0 0 12 12 42 3 1429 156 131 131 480 481 160 1456 15 131 129 131 13 131 4 0 52 160 160 3 4
split_gain=1.13439e-09 4.25076e-09 3.62884e-09 1.56365e-09 1.93426e-09 1.96776e-09 1.42381e-09 1.53725e-09 1.51054e-09 1.12207e-09 2.84487e-09 1.047e-09 1.06268e-08 5.34626e-09 2.08376e-08 4.65356e-09 3.08545e-09 3.91443e-09 2.46407e-09 4.40029e-09 4.06732e-09 4.05228e-09 2.37695e-09 4.30774e-09 4.50883e-09 5.70141e-09 3.37284e-09 2.01121e-09 7.92624e-09 7.44173e-09
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.098289999999999975 -0.091069999999999984 0.11418000000000002 0.087505000000000013 -0.025789999999999997 -0.08824499999999999 -0.23752499999999996 0.32523500000000005 0.090690000000000007 0.090150000000000022 0.11191000000000002 -0.0050099999999999988 -0.42113499999999993 -0.052299999999999992 0.093575000000000019 0.13695500000000002 0.080675000000000011 0.11211500000000001 -0.0069799999999999992 0.10548500000000001 -0.086849999999999997 -0.09515499999999999 -0.065544999999999978 -0.063384999999999983 -0.41706499999999996 -0.071329999999999991 -0.081609999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 -1 -5 6 8 -8 -6 -2 11 12 13 27 -15 -13 -17 18 19 20 22 -22 23 -18 -25 -26 -27 28 29 -11
right_child=1 -3 -4 4 5 -7 7 -9 -10 10 -12 15 -14 14 -16 16 17 -19 -20 -21 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-7.8201414309221822e-07 -7.4054137272128179e-07 1.4011961128995216e-06 -1.5042163233403018e-06 8.3667612307181121e-07 2.4827693175172065e-07 -8.6849672281833335e-07 -4.4772719763243104e-08 9.3173019227573871e-07 -8.6425688917957959e-07 -1.3095674702867656e-06 1.1995810700682341e-06 1.6078315438573467e-06 -2.0713999492727454e-06 3.4554625608507196e-06 -1.0044117676567443e-06 1.1181468905236286e-06 1.4591698351296146e-06 -1.2155960000939103e-06 9.803493422769603e-07 -1.3269663178050452e-06 1.7873899974592162e-06 -5.6657661802587849e-08 -7.7365184651512216e-07 9.3567298743361496e-07 2.9849856238560397e-07 -3.3463984550508035e-07 -2.0929827280487719e-06 5.4964713326036222e-09 -1.7162139295792526e-06 4.5840541809665926e-07
leaf_weight=28 20 22 20 25 23 28 38 28 26 32 20 21 25 20 22 26 20 25 28 23 26 22 40 30 46 20 24 2266 34 93
leaf_count=28 20 22 20 25 23 28 38 28 26 32 20 21 25 20 22 26 20 25 28 23 26 22 40 30 46 20 24 2266 34 93
internal_value=0 1.64472e-08 -2.21088e-07 -9.01563e-08 2.51534e-08 -1.16721e-07 6.63198e-08 3.69501e-07 -3.42047e-07 5.88031e-09 1.10946e-08 2.73378e-09 -2.00415e-08 7.4644e-10 1.11934e-06 1.64432e-07 7.25794e-08 -1.68441e-08 9.05709e-08 -8.68721e-09 1.24297e-07 9.42201e-07 -9.38108e-08 1.0043e-07 -1.26027e-07 -4.79927e-07 -1.29374e-06 -1.86271e-08 -3.62426e-07 5.80436e-09
internal_weight=0 2905 216 196 168 143 115 66 49 2883 2863 2843 2492 2467 42 351 330 304 279 251 228 48 180 140 120 90 44 2425 159 125
internal_count=3121 2905 216 196 168 143 115 66 49 2883 2863 2843 2492 2467 42 351 330 304 279 251 228 48 180 140 120 90 44 2425 159 125
is_linear=0
shrinkage=0.1


Tree=7998
num_leaves=31
num_cat=0
split_feature=472 475 400 402 0 15 402 401 1210 133 3 403 13 403 15 2 12 2 1208 403 50 160 42 402 403 15 400 132 1204 400
split_gain=1.14126e-09 1.97639e-09 1.01788e-09 1.22962e-09 1.16849e-08 4.7892e-09 2.62617e-09 2.51217e-09 1.21589e-09 8.5535e-09 1.21318e-08 2.38555e-08 2.26722e-08 1.58523e-08 5.34293e-09 5.13491e-09 1.90307e-08 5.91584e-09 2.64166e-09 1.63896e-09 7.46289e-09 6.84313e-09 6.96985e-09 5.75804e-09 1.95244e-09 3.81083e-09 2.27733e-09 4.99189e-09 4.41926e-08 4.16095e-08
threshold=-0.38234499999999999 0.13528000000000004 -0.40134499999999995 -0.44724499999999995 -0.072594999999999979 0.095175000000000023 -0.41217999999999994 -0.099524999999999988 -0.00046999999999999993 0.40431 -0.078724999999999976 -0.0047449999999999992 -0.088589999999999988 -0.056969999999999993 0.089165000000000008 0.084145000000000011 0.086420000000000011 0.086000000000000007 0.11531000000000001 -0.085804999999999979 0.089890000000000012 -0.025879999999999997 0.08623500000000002 0.088505000000000014 -0.083814999999999987 0.085730000000000015 -0.082454999999999987 -0.083284999999999984 -0.082199999999999981 -0.064794999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -5 -8 9 10 11 12 -9 -12 15 -14 -17 -18 19 20 21 -10 23 -23 25 -21 -26 28 -28 -29
right_child=1 -3 3 6 -6 -7 7 8 18 -11 13 -13 14 -15 -16 16 17 -19 -20 24 -22 22 -24 -25 26 -27 27 29 -30 -31
leaf_value=-6.8692921596872726e-07 6.9223359424714072e-07 9.288563353987664e-07 -4.0779984414503661e-07 1.0245865919387144e-06 -2.4846092730967942e-06 1.4395209627368983e-06 -1.0028436939251151e-06 3.3720862515451704e-06 1.5579268323209466e-06 2.0531424312416083e-06 -4.3937269424532131e-07 -2.6310775372924883e-06 1.1822141812382174e-06 3.494433032019948e-06 -1.5983601533283339e-06 -2.9987239662432332e-06 1.651873889032787e-06 -5.8600839709231966e-07 -1.1604450020286095e-06 3.4536263228801543e-07 2.0943147126217811e-06 -1.08690590536753e-07 -1.4163258311482099e-06 1.6457131034092693e-06 -8.193433872552955e-07 -1.5065945408423431e-06 4.2643529837960157e-06 -4.4702461840036759e-06 -4.1618426498265163e-07 2.0814060744879141e-09
leaf_weight=24 21 23 36 25 20 23 25 20 27 23 20 36 29 21 24 20 27 21 20 20 20 125 35 22 35 25 26 21 90 2217
leaf_count=24 21 23 36 25 20 23 25 20 27 23 20 36 29 21 24 20 27 21 20 20 20 125 35 22 35 25 26 21 90 2217
internal_value=0 5.31972e-09 -1.59028e-09 -6.36273e-09 -3.95747e-07 3.12342e-07 3.98069e-09 -4.67144e-09 3.86286e-09 2.19022e-07 2.55141e-08 -3.33523e-07 2.53087e-07 1.5755e-06 -2.6245e-07 6.8084e-08 -4.0706e-07 6.728e-07 -1.54638e-08 -6.86461e-09 2.48901e-07 7.23061e-08 -1.48088e-07 1.53873e-07 -3.0928e-08 -6.83502e-07 -1.86359e-08 -6.73071e-09 6.32902e-07 -3.98841e-08
internal_weight=0 3097 3074 3053 79 59 2974 2949 2924 241 218 177 141 41 121 97 68 48 2683 2663 229 209 182 147 2434 45 2389 2354 116 2238
internal_count=3121 3097 3074 3053 79 59 2974 2949 2924 241 218 177 141 41 121 97 68 48 2683 2663 229 209 182 147 2434 45 2389 2354 116 2238
is_linear=0
shrinkage=0.1


Tree=7999
num_leaves=31
num_cat=0
split_feature=132 132 1203 0 0 13 0 3 12 1201 130 12 132 133 43 43 43 0 15 43 43 43 401 401 2 1213 1213 403 403 133
split_gain=1.1951e-09 4.23702e-09 3.09544e-09 1.32297e-09 1.47485e-09 1.97046e-09 1.29981e-09 1.49808e-09 1.26814e-09 1.09317e-09 1.06811e-09 1.68207e-09 1.06683e-09 1.19643e-09 1.42671e-09 1.96108e-09 2.86577e-09 6.65774e-09 2.68494e-09 2.63677e-09 6.61981e-09 6.09076e-09 4.37216e-09 4.12988e-09 3.82207e-09 2.53319e-09 3.12563e-09 3.09259e-09 3.07393e-09 2.11774e-09
threshold=-0.083449999999999983 -0.076764999999999986 0.089480000000000018 -0.098289999999999975 -0.091069999999999984 -0.020934999999999999 -0.072894999999999988 -0.083154999999999993 0.087505000000000013 -0.080364999999999978 -0.22699999999999995 0.23631000000000002 -0.020824999999999996 -0.51151499999999983 0.27194500000000005 0.16180500000000003 0.084740000000000024 -0.097274999999999986 0.089595000000000022 0.055925000000000009 0.060960000000000007 0.05259500000000001 -0.41128499999999996 -0.099524999999999988 0.084885000000000002 0.23509000000000002 0.10675500000000002 -0.55276999999999987 -0.53960999999999981 0.091935000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 7 8 -7 -3 -11 12 -12 -14 15 16 19 -18 -17 21 -21 22 -15 -24 -22 26 27 -25 -29 -30
right_child=1 9 -4 4 5 6 -8 -9 -10 10 11 -13 13 14 -16 18 17 -19 -20 20 24 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=-7.4240196370161423e-07 1.3400611787043696e-06 5.5344397082990331e-07 -1.4120207684520381e-06 7.0867593649381898e-07 -9.1128371720445181e-07 -2.925929993245839e-07 7.6379868308625504e-07 -7.3623934063696784e-07 5.6490857697813879e-07 -6.6538196866379922e-07 -7.2969984685755664e-07 9.1839158926632087e-07 6.9194910270198313e-07 1.3808468827886353e-06 -7.4023536603599158e-07 1.2971826469799487e-06 -1.7785574283735173e-06 -1.2504759798208101e-08 -2.1045161702204496e-07 1.7885478422189847e-06 -1.0286008098603361e-06 -1.7436174155704975e-06 -1.4006915361754919e-06 -1.0212443785035404e-06 6.098585341922964e-07 -9.3793523733763461e-07 9.7074690401655057e-07 9.3471967627717992e-07 4.3584353363828767e-08 -2.2612586914569726e-07
leaf_weight=28 24 36 20 25 26 34 21 27 35 24 20 20 25 23 26 27 30 74 21 29 24 20 21 29 35 28 34 36 1957 342
leaf_count=28 24 36 20 25 26 34 21 27 35 24 20 20 25 23 26 27 30 74 21 29 24 20 21 29 35 28 34 36 1957 342
internal_value=0 1.68677e-08 -2.26941e-07 -1.06014e-07 5.04174e-11 -1.23835e-07 5.11534e-08 -1.04738e-07 1.42372e-07 5.84496e-09 -1.08424e-09 4.56735e-09 -1.95763e-09 3.27604e-09 -2.97099e-09 4.05057e-09 -7.28799e-09 -5.21943e-07 6.37593e-07 1.34739e-08 5.51438e-07 -5.53849e-09 8.53503e-09 -4.36369e-09 -5.66334e-08 7.72323e-09 1.87651e-08 5.07333e-09 1.78199e-08 3.46217e-09
internal_weight=0 2905 216 196 168 143 117 96 69 2881 2845 2821 2801 2781 2756 2730 2682 104 48 2578 88 2490 2470 2447 59 2426 2398 2364 2335 2299
internal_count=3121 2905 216 196 168 143 117 96 69 2881 2845 2821 2801 2781 2756 2730 2682 104 48 2578 88 2490 2470 2447 59 2426 2398 2364 2335 2299
is_linear=0
shrinkage=0.1


Tree=8000
num_leaves=31
num_cat=0
split_feature=401 132 1185 1186 15 132 401 4 401 403 15 1209 1209 1213 2 12 1186 402 1213 401 52 1212 1210 42 402 402 1447 12 9 12
split_gain=1.06033e-09 1.32619e-09 4.91813e-09 2.22693e-09 2.67084e-09 1.51141e-09 1.21683e-09 3.5684e-09 1.5029e-09 1.91722e-08 1.53668e-08 1.90807e-09 1.53495e-09 1.61266e-09 5.84019e-09 6.68233e-09 1.93772e-09 1.89922e-09 7.25457e-09 4.73698e-09 1.73034e-09 1.58135e-09 7.93646e-09 4.87005e-09 2.35027e-09 2.32782e-09 1.51932e-09 1.3651e-09 3.25204e-09 3.22661e-09
threshold=0.13837000000000002 -0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.085749999999999979 0.11769000000000002 -0.07533999999999999 0.10022000000000002 -0.0031149999999999997 0.085730000000000015 -0.087199999999999986 -0.065739999999999979 0.093235000000000026 0.083865000000000009 0.086700000000000013 -0.089559999999999987 -0.45015499999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087765000000000024 -0.088629999999999987 -0.14175499999999996 0.084535000000000013 0.10668000000000001 0.099740000000000009 0.093155000000000016 0.12757000000000002 0.092890000000000014 0.22926500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 8 -8 11 -10 -11 -4 -13 16 -15 -16 -14 18 -18 -19 -17 23 -23 -21 25 26 27 28 -24 -29
right_child=-2 2 6 -5 -6 -7 7 -9 9 10 -12 12 13 14 15 20 17 19 -20 21 -22 22 24 -25 -26 -27 -28 29 -30 -31
leaf_value=-1.182127146321455e-07 -7.0818382915777402e-07 1.5475056530011078e-06 8.3646056054931255e-07 -1.2122903829744507e-06 -1.1668968870604989e-06 7.2202642741103785e-07 -3.375094886101019e-07 1.3192706712918433e-06 -2.4230846565842515e-06 -9.7850494285012246e-07 2.5277000140704331e-06 -6.9292480350580471e-07 -8.9569108544888343e-07 1.5798531023847319e-06 -1.6397184634797668e-06 1.0260815241148021e-06 4.008800715382677e-07 1.3368288322184257e-06 -2.0224947978216997e-06 -5.3606088682578918e-07 -4.0406994106234611e-08 -1.8974030051052443e-06 1.5936760643853323e-08 1.4124621663054784e-06 -9.7391333137390266e-07 1.0005177964937198e-06 -7.8092209226573086e-07 -1.1446470732145998e-06 9.4894648905090817e-07 2.8684004768541446e-07
leaf_weight=149 21 21 28 21 22 25 26 26 30 25 25 31 24 30 20 29 30 27 21 23 32 22 2211 29 24 24 24 32 38 31
leaf_count=149 21 21 28 21 22 25 26 26 30 25 25 31 24 30 20 29 30 27 21 23 32 22 2211 29 24 24 24 32 38 31
internal_value=0 4.7966e-09 2.2741e-08 -2.33608e-07 -1.28749e-07 2.5113e-09 1.1553e-08 4.90881e-07 2.68289e-09 -4.24533e-07 7.74598e-07 1.5202e-08 6.6916e-09 1.48114e-08 3.87969e-07 -5.34695e-08 -1.36844e-09 7.09518e-09 -5.9698e-07 1.94927e-08 4.66612e-07 5.02237e-09 -6.76933e-09 5.50615e-07 1.06778e-08 2.06906e-08 1.06239e-08 1.88406e-08 3.17013e-08 -4.40265e-07
internal_weight=0 3100 2883 217 196 174 2862 52 2810 80 50 2730 2702 2671 111 81 2560 2536 51 2485 61 2458 2406 52 2384 2360 2336 2312 2249 63
internal_count=3121 3100 2883 217 196 174 2862 52 2810 80 50 2730 2702 2671 111 81 2560 2536 51 2485 61 2458 2406 52 2384 2360 2336 2312 2249 63
is_linear=0
shrinkage=0.1


Tree=8001
num_leaves=31
num_cat=0
split_feature=1204 1186 133 132 50 393 52 16 1186 12 133 12 120 52 15 10 4 0 51 33 97 10 376 2 151 151 475 150 4 4
split_gain=1.09368e-09 1.54431e-09 6.7162e-09 3.62517e-09 4.3069e-08 3.10054e-08 2.50401e-09 2.50316e-09 2.01417e-09 1.43526e-09 2.84119e-09 1.70423e-09 1.35192e-09 2.30074e-09 2.17869e-09 1.69734e-09 1.11275e-08 3.7238e-08 2.10741e-08 3.20432e-09 1.33775e-09 2.56563e-09 1.51259e-09 2.30216e-09 1.53867e-09 6.17198e-09 1.1781e-08 1.16713e-08 6.36033e-09 1.32228e-08
threshold=0.053645000000000005 0.057025000000000006 -0.022174999999999997 -0.083284999999999984 0.10022000000000002 0.11333500000000001 0.085815000000000016 -0.052894999999999991 -0.086839999999999987 0.11527000000000001 -0.37971999999999995 0.091200000000000017 1.0000000180025095e-35 -1.0000000180025095e-35 -0.5556049999999999 -0.011559999999999999 0.053180000000000012 -0.10096999999999999 0.080335000000000018 -1.0000000180025095e-35 -0.079444999999999988 0.11294000000000003 -1.0000000180025095e-35 0.097385000000000013 -0.085134999999999975 -0.085684999999999997 -0.085774999999999976 0.10874500000000002 -0.0047449999999999992 -0.0086549999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 8 12 7 -3 -1 10 -10 -12 14 -14 -5 16 18 -18 -16 -17 -21 22 23 -22 25 26 -24 28 29 -28
right_child=-2 2 -4 5 -6 -7 -8 -9 9 -11 11 -13 13 -15 15 19 17 -19 -20 20 21 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.0388768822622297e-06 6.0086882096281135e-07 -9.7209285889260619e-07 -1.5618292922447315e-06 8.3597065612117662e-07 4.8180684588317036e-06 -3.9441970733378189e-06 1.115619638625276e-06 4.6006691674777434e-07 -8.3033836287196785e-07 7.961460309637742e-07 -4.5109727898036349e-08 9.7722203003575667e-07 1.8849242138685441e-07 -1.3283275029607468e-06 -3.7498928515395328e-06 1.2232281175205242e-06 3.9840613254682465e-06 -1.8050874805339844e-06 2.4575553142671142e-07 -6.417130945677738e-07 -1.3615712461501062e-06 1.1199379486692169e-06 -1.9966900718297136e-06 1.20831659635521e-07 -6.8555332488742084e-09 1.8933514579224548e-06 1.6549084214160249e-07 2.3706668951035683e-06 7.9438010664034665e-07 -2.4250525639217818e-06
leaf_weight=20 30 23 33 32 20 20 20 26 37 21 63 22 20 20 22 22 20 25 33 31 20 21 24 22 2235 21 93 25 75 25
leaf_count=20 30 23 33 32 20 20 20 26 37 21 63 22 20 20 22 22 20 25 33 31 20 21 24 22 2235 21 93 25 75 25
internal_value=0 -5.84263e-09 -3.88474e-07 7.21472e-09 4.38455e-07 -2.09097e-08 1.72696e-07 -2.12171e-07 -9.89204e-08 3.25421e-08 -9.88979e-08 2.19494e-07 7.25463e-09 -5.69918e-07 1.56621e-08 5.99006e-09 -3.98337e-07 7.67868e-07 -1.3525e-06 2.14578e-08 1.12576e-08 1.91616e-08 1.00607e-08 -5.85074e-07 2.00669e-08 2.48857e-07 1.06153e-07 3.37658e-07 7.43152e-08 -3.83353e-07
internal_weight=0 3091 102 2989 183 2806 69 49 163 143 122 85 2786 40 2746 2714 100 45 55 2614 2592 2561 2540 42 2498 263 242 218 193 118
internal_count=3121 3091 102 2989 183 2806 69 49 163 143 122 85 2786 40 2746 2714 100 45 55 2614 2592 2561 2540 42 2498 263 242 218 193 118
is_linear=0
shrinkage=0.1


Tree=8002
num_leaves=31
num_cat=0
split_feature=393 401 402 403 133 43 402 394 403 394 3 1176 3 3 2 160 483 1210 1446 43 1375 3 0 12 456 3 4 4 4 133
split_gain=1.11514e-09 1.03431e-09 1.86217e-09 4.30476e-09 2.9818e-09 1.39103e-08 1.99909e-09 9.98045e-10 1.46429e-09 1.25135e-09 3.84584e-09 1.71456e-09 1.48221e-09 7.08728e-09 7.32671e-09 3.4607e-09 4.24136e-09 3.00594e-09 2.92308e-09 2.97168e-09 3.63692e-09 5.06344e-09 1.21572e-08 1.71292e-08 3.72104e-09 3.3114e-09 3.25709e-09 1.29992e-08 8.68353e-09 4.92852e-09
threshold=0.11333500000000001 -0.47263499999999997 -0.46267499999999995 -0.43370499999999995 0.51114000000000004 0.055925000000000009 -0.26616499999999993 -0.14580499999999996 -0.014954999999999998 -0.09095499999999998 -0.085384999999999975 1.0000000180025095e-35 -0.082594999999999988 -0.082974999999999979 0.083795000000000022 0.51262000000000008 -0.096724999999999992 -0.24369999999999997 0.092750000000000013 0.0047850000000000011 0.084665000000000018 -0.084319999999999992 -0.086729999999999988 0.088245000000000004 -0.037984999999999991 -0.084854999999999986 -0.0086549999999999978 -0.011559999999999999 -0.0057249999999999992 0.090445000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -4 8 -8 10 -9 12 13 18 -15 16 -14 -18 19 20 21 24 -23 -24 -11 26 27 -26 -28 -30
right_child=-2 2 4 -5 5 -7 7 9 -10 11 -12 -13 15 14 -16 -17 17 -19 -20 -21 -22 22 23 -25 25 -27 28 -29 29 -31
leaf_value=-6.602903096582698e-07 5.6127726955829927e-07 -3.8180869154302855e-07 9.3029334864339672e-07 1.6681345641700319e-06 -2.5143119293478893e-06 1.091664503807266e-06 -1.0787793127877064e-06 -3.9534075345467757e-07 1.1680509373945824e-07 -1.3686036908211463e-06 1.5422545996557346e-06 -7.8525691467997868e-07 -1.1975538529206847e-06 -2.721734723482292e-07 2.1034994039623331e-06 1.1599464414757677e-06 -1.1406385751797643e-06 -3.5649514430211887e-08 9.9030210096789382e-07 4.3993292803532109e-07 9.8848934193540572e-07 1.0375113239054675e-06 -3.678204531828063e-06 -1.6709798962961721e-07 -3.4678515030924667e-08 1.2829069248709857e-06 -2.2227524398302825e-06 1.8745037957495171e-06 -4.2561813783223913e-07 1.0877670614785597e-06
leaf_weight=24 35 20 23 21 23 20 21 21 20 20 20 28 33 21 34 23 25 1614 31 137 32 24 24 33 580 20 23 38 106 27
leaf_count=24 35 20 23 21 23 20 21 21 20 20 20 28 33 21 34 23 25 1614 31 137 32 24 24 33 580 20 23 38 106 27
internal_value=0 -6.37068e-09 -1.24525e-09 6.68162e-07 -1.03302e-08 -8.37114e-07 1.60789e-09 -5.62046e-09 -4.95567e-07 1.2731e-09 5.49828e-07 -6.55521e-09 1.10863e-09 8.87381e-08 1.19642e-06 -5.8345e-08 -7.51038e-08 -5.25041e-08 3.31009e-08 5.21255e-09 -5.90342e-08 -9.64875e-08 -8.50505e-07 -1.64546e-06 -2.14563e-08 1.24769e-08 -2.03508e-08 8.27146e-08 -4.28648e-07 -1.1839e-07
internal_weight=0 3086 3062 41 3021 43 2978 2955 41 2914 41 2873 2845 1150 55 1695 1672 1639 1095 1064 927 895 81 57 814 794 774 618 156 133
internal_count=3121 3086 3062 41 3021 43 2978 2955 41 2914 41 2873 2845 1150 55 1695 1672 1639 1095 1064 927 895 81 57 814 794 774 618 156 133
is_linear=0
shrinkage=0.1


Tree=8003
num_leaves=31
num_cat=0
split_feature=132 393 50 393 403 1213 3 400 3 156 475 1201 402 43 1210 2 2 159 2 133 2 133 12 15 15 2 2 2 2 480
split_gain=1.10341e-09 5.47943e-09 2.27476e-09 1.56019e-09 1.0959e-09 1.56283e-09 1.25983e-09 1.85567e-09 1.41451e-09 9.84249e-10 2.20458e-09 9.23337e-10 1.28432e-09 4.20733e-09 2.31714e-09 9.87044e-10 4.06148e-09 1.54391e-08 1.46836e-08 1.05389e-08 1.413e-08 1.17865e-08 5.43238e-09 6.59165e-09 9.6315e-09 6.28202e-09 5.12241e-09 1.84061e-08 1.67498e-08 1.2539e-08
threshold=-0.083174999999999985 0.12069000000000002 0.09227500000000001 0.10483000000000002 -0.090484999999999996 0.085835000000000009 -0.092174999999999993 -0.029794999999999999 -0.067429999999999976 0.3248100000000001 0.13528000000000004 -0.080364999999999978 -0.45015499999999992 0.05259500000000001 0.24726500000000004 0.10613000000000002 0.096325000000000008 0.10545500000000001 0.095195000000000016 0.091935000000000003 0.097845000000000015 0.10209000000000001 -0.010834999999999999 1.0000000180025095e-35 -0.015744999999999999 0.10097500000000002 0.094095000000000012 0.093320000000000014 0.092755000000000018 0.11144000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 -1 6 -6 -8 -9 10 11 -2 13 -13 15 16 18 19 26 20 -18 -21 -22 24 25 -24 27 28 29 -14
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11 -12 12 14 -15 -16 -17 17 -19 -20 21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.0017804779083588e-07 5.0580588606408128e-07 1.6259235962934328e-06 -1.0094142460788605e-06 -8.2236634693799714e-07 -5.8829491441277548e-07 -8.7052359114230576e-07 9.2681780651454813e-07 -4.6594301645535256e-07 4.1518473722135244e-07 -6.4682542316681382e-07 1.056188229995314e-06 3.8738373859814605e-07 3.0777660238706554e-08 -1.1438383642084055e-06 9.6543538444393561e-07 -1.103403138395422e-07 2.7367853149192007e-06 -2.0747745289238245e-06 -2.0209349408754447e-06 -2.4148727464177812e-06 -6.8337801586437772e-07 5.1074361749670062e-07 1.7875756903151796e-06 -4.2394260201059171e-07 2.9223800480665956e-06 -3.2806556404807452e-07 9.969405569930901e-07 -2.280199587565741e-06 2.7168762706562281e-06 -2.4284309634346021e-06
leaf_weight=21 36 21 31 25 24 21 27 38 35 23 20 34 1634 38 25 639 38 23 36 21 28 40 25 29 26 32 52 35 23 21
leaf_count=21 36 21 31 25 24 21 27 38 35 23 20 34 1634 38 25 639 38 23 36 21 28 40 25 29 26 32 52 35 23 21
internal_value=0 1.64662e-08 -2.14854e-07 -8.58941e-08 2.50203e-08 -7.27611e-08 6.23438e-08 2.18497e-07 -4.34845e-08 4.72244e-09 9.97133e-09 2.59061e-09 -3.88161e-09 -4.20761e-07 7.12512e-09 -1.74156e-09 3.18962e-08 3.9977e-07 -2.16202e-08 6.37906e-07 1.02664e-06 -4.96436e-07 5.62459e-07 8.73918e-07 1.32739e-06 5.99847e-07 1.91591e-08 -1.05226e-08 3.68187e-08 -4.268e-10
internal_weight=0 2899 222 191 166 145 124 100 73 2878 2855 2835 2799 72 2727 2702 2063 262 1801 239 178 61 140 112 83 57 1765 1713 1678 1655
internal_count=3121 2899 222 191 166 145 124 100 73 2878 2855 2835 2799 72 2727 2702 2063 262 1801 239 178 61 140 112 83 57 1765 1713 1678 1655
is_linear=0
shrinkage=0.1


Tree=8004
num_leaves=31
num_cat=0
split_feature=1429 156 11 52 16 471 132 1203 1185 50 131 2 2 159 4 2 2 3 4 15 2 12 3 2 2 2 480 13 151 2
split_gain=1.04677e-09 2.89681e-09 1.06761e-09 3.23285e-09 2.84826e-09 1.5748e-09 1.24684e-09 3.11629e-08 1.79823e-08 5.71653e-09 1.46601e-09 1.52313e-09 4.97334e-09 1.50868e-08 1.26667e-08 1.56945e-08 1.2e-08 9.79106e-09 8.81529e-09 1.13288e-08 4.30971e-09 4.16919e-09 6.82733e-09 4.07201e-09 1.43335e-08 8.70531e-09 1.12496e-08 8.18796e-09 3.37584e-09 7.50306e-09
threshold=-0.23752499999999996 0.32523500000000005 0.090920000000000015 -0.51296999999999993 0.6352000000000001 0.10338500000000002 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.093975000000000017 0.13695500000000002 0.10584500000000001 0.096325000000000008 0.10545500000000001 -0.072334999999999997 0.099185000000000009 0.095195000000000016 -0.076514999999999986 -0.047864999999999991 -0.015744999999999999 0.10699500000000002 0.094225000000000017 -0.073309999999999986 0.094095000000000012 0.093320000000000014 0.092755000000000018 0.11144000000000001 -0.047864999999999991 -0.10737499999999998 0.12358500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 9 -8 -2 11 12 16 14 15 -14 23 -18 -16 21 -13 -20 -23 24 25 26 -10 -25 29 -22
right_child=1 -3 3 -5 -6 -7 8 -9 10 -11 -12 20 13 -15 18 -17 17 -19 19 -21 28 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-6.87343137299608e-07 1.4288140831497852e-09 1.204493739805912e-06 -1.4639487517342787e-06 -1.5176068099710609e-08 8.6738070128950848e-07 -8.2816765489437589e-07 -2.8629858475555511e-06 3.7108040032762805e-06 3.7620713960312838e-08 -1.7875860729077431e-06 6.9134867238341445e-07 -1.272125176399186e-06 4.2420782597218936e-06 -2.1751076940290658e-06 -1.3587277844554333e-06 7.4824917641633551e-07 -1.6145468721550148e-07 -3.2151106936561563e-06 -1.9983451065321409e-07 2.7891563588866578e-06 2.1758690104434207e-06 -3.5514667935387938e-07 2.1465303558917031e-06 -1.4412348035008906e-07 -1.9520851047808399e-06 1.8531638543296278e-06 -2.3482549818254485e-06 2.3619767825328551e-06 -1.4814862069528317e-07 -5.6330233860535378e-07
leaf_weight=22 167 20 20 67 38 23 22 23 1664 20 31 32 20 20 28 36 21 21 81 20 20 20 24 32 37 26 20 22 504 20
leaf_count=22 167 20 20 67 38 23 22 23 1664 20 31 32 20 20 28 36 21 21 81 20 20 20 24 32 37 26 20 22 504 20
internal_value=0 4.88594e-09 -2.90626e-09 -3.48227e-07 7.13483e-09 -3.9313e-09 2.53661e-09 2.37311e-07 -1.55827e-08 -1.8991e-07 7.62694e-09 -3.17355e-10 3.93293e-08 4.58805e-07 6.88841e-07 1.99605e-06 -1.73443e-08 -1.68828e-06 2.65699e-07 5.79382e-07 -1.44312e-07 2.25818e-07 1.0094e-06 2.16227e-08 -4.81346e-09 3.73205e-08 9.2849e-09 8.7688e-07 -7.79698e-08 8.06283e-07
internal_weight=0 3099 3079 87 2992 2954 2931 210 2721 187 2699 2668 2092 249 229 56 1843 42 173 145 576 125 44 1801 1747 1710 1684 54 544 40
internal_count=3121 3099 3079 87 2992 2954 2931 210 2721 187 2699 2668 2092 249 229 56 1843 42 173 145 576 125 44 1801 1747 1710 1684 54 544 40
is_linear=0
shrinkage=0.1


Tree=8005
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 15 4 15 3 13 3 1 15 124 3 9 9 49 2 457 15 4 157 3 16 49 4 43 0 49 0
split_gain=1.13063e-09 4.77668e-09 4.44934e-09 1.10589e-09 1.70377e-09 2.43333e-09 1.61461e-09 1.17458e-09 2.88318e-09 2.76144e-09 1.51939e-08 5.28764e-08 2.53484e-08 5.59636e-09 4.71474e-09 6.05042e-09 2.69798e-09 4.77929e-09 6.96951e-09 4.9995e-09 4.91997e-09 4.27519e-09 4.85846e-09 4.34461e-09 3.45735e-09 2.57657e-09 6.11939e-09 2.37951e-09 2.48541e-09 3.04905e-09
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 0.23631000000000002 -0.5556049999999999 0.62931500000000018 -0.52744999999999986 0.0041950000000000008 -0.16152999999999998 -0.0096849999999999974 0.09253500000000002 -0.10203999999999998 -0.084284999999999985 -0.012939999999999998 0.092235000000000011 0.082870000000000013 -0.049784999999999989 0.08647500000000001 0.098180000000000003 -0.088429999999999995 -0.0086549999999999978 -0.081889999999999991 0.086245000000000016 -0.018494999999999998 -0.031119999999999998 -0.50427999999999995 -0.014584999999999999 0.048635000000000005 0.005085000000000001 -0.075934999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 -6 8 -8 13 -11 -12 -13 14 15 25 17 -9 19 -19 -21 -18 23 -23 -24 26 -10 28 29 -26
right_child=1 3 -4 -5 6 -7 7 16 9 10 11 12 -14 -15 -16 -17 21 18 -20 20 -22 22 24 -25 27 -27 -28 -29 -30 -31
leaf_value=-7.5750231360996407e-08 1.484327650690499e-06 -1.2112990120272115e-07 -1.6415328184393728e-06 -6.8543036120346468e-07 -8.7200526087101382e-07 1.43878301003042e-06 -1.2154138551068172e-06 1.1542222262050928e-06 2.3039441146011086e-07 -2.2915909319249986e-06 3.5352637180115681e-06 2.38146992160182e-07 -4.5382102791791116e-06 1.2016616714833783e-06 -1.3201222448818349e-06 1.6986736487264615e-06 -8.5122563843914776e-07 -1.3175163767894819e-06 -2.0218563982155048e-06 -5.1560755278501347e-07 1.4491526650536239e-06 4.2209162207503446e-07 1.2449502680189246e-06 2.1706094473630503e-06 3.8798857014460903e-08 1.2214934208383437e-08 -1.7407295095901127e-06 8.5832856897964536e-07 3.2481418274631415e-07 -1.1449796264489326e-06
leaf_weight=196 22 20 20 23 21 20 20 20 36 33 30 25 20 39 27 21 29 22 24 25 26 30 29 27 55 2080 28 33 84 36
leaf_count=196 22 20 20 23 21 20 20 20 36 33 30 25 20 39 27 21 29 22 24 25 26 30 29 27 55 2080 28 33 84 36
internal_value=0 1.64116e-08 -2.2073e-07 5.21005e-09 1.07642e-08 6.58827e-07 1.57178e-09 8.12595e-09 -1.98512e-08 -9.62832e-09 -5.03473e-07 2.83298e-07 -1.88468e-06 1.42781e-08 -6.84777e-09 9.53025e-09 1.58121e-07 -2.53314e-07 -5.43527e-07 -5.75011e-08 4.86035e-07 3.07155e-07 4.21417e-07 1.25034e-06 2.22057e-07 -7.01454e-09 -6.31972e-07 7.94418e-08 -6.74339e-08 -4.29509e-07
internal_weight=0 2905 216 2883 2860 40 2820 2799 2359 2339 108 75 45 2231 2192 2165 440 117 97 73 51 323 294 57 237 2144 64 208 175 91
internal_count=3121 2905 216 2883 2860 40 2820 2799 2359 2339 108 75 45 2231 2192 2165 440 117 97 73 51 323 294 57 237 2144 64 208 175 91
is_linear=0
shrinkage=0.1


Tree=8006
num_leaves=31
num_cat=0
split_feature=156 472 1429 472 13 133 133 13 133 52 0 13 2 481 160 4 160 13 13 1 43 133 133 1374 151 151 12 13 12 1212
split_gain=1.10278e-09 2.1441e-09 1.20552e-09 1.60165e-09 1.07859e-09 4.79496e-09 8.47039e-09 4.20243e-09 7.34598e-09 1.25089e-08 8.78165e-09 4.78646e-09 1.89628e-08 6.24441e-09 3.92644e-09 5.93128e-09 5.62544e-09 3.80637e-09 1.20702e-08 6.60287e-09 4.88751e-09 3.40917e-09 6.22897e-09 8.39378e-09 6.54042e-09 5.60553e-09 1.62752e-08 6.2288e-09 7.56805e-09 5.34833e-09
threshold=0.3248100000000001 -0.095174999999999996 0.12387000000000002 0.087430000000000022 -0.084034999999999985 0.11524500000000001 0.10622000000000002 -0.081829999999999986 0.086910000000000015 -0.0092699999999999987 -0.087634999999999977 -0.081029999999999977 0.090175000000000019 -0.15036499999999997 0.089640000000000011 0.063160000000000008 0.066685000000000008 -0.078704999999999983 -0.077799999999999994 0.085345000000000018 -0.08287499999999999 0.091250000000000012 0.089405000000000012 0.086765000000000023 -0.16761999999999996 -0.085164999999999977 0.083985000000000018 -0.085584999999999981 0.084595000000000017 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 14 8 10 -10 -6 12 -9 -13 16 -16 21 19 -19 20 -15 22 23 24 -3 26 -26 29 -29 -27
right_child=-2 2 -4 -5 7 -7 -8 11 9 -11 -12 13 -14 17 15 -17 -18 18 -20 -21 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=9.0941083849079753e-07 -6.8987822131653646e-07 -1.7963572599663404e-06 -7.401166284766574e-07 8.341271619310251e-07 -1.811763869833764e-06 -1.5880968952669284e-06 1.9252093065482597e-06 -3.1838090568011726e-06 1.6615714658281137e-07 3.1127938688086948e-06 5.3182944487046496e-07 1.695237827706561e-06 1.0658696217953028e-06 -3.9988856656236746e-07 -2.6940700108056146e-07 -2.2139067780136384e-06 1.4082204433389752e-06 2.0189262405286474e-06 -3.5598368223569807e-09 3.4331543608512972e-07 -2.5598306993143442e-06 9.5704631386676445e-07 -1.7149675935949443e-06 1.8458251779727355e-06 -6.5474059169901015e-07 -1.6368117299726156e-07 2.7745614854666203e-06 -2.5078640864724853e-06 -2.5090161805051953e-07 8.9401217086612267e-07
leaf_weight=26 23 23 22 23 21 21 21 21 34 25 67 22 21 20 62 21 26 30 1800 34 22 30 24 22 31 488 25 24 39 53
leaf_count=26 23 23 22 23 21 21 21 21 34 25 67 22 21 20 62 21 26 30 1800 34 22 30 24 22 31 488 25 24 39 53
internal_value=0 5.126e-09 -2.52745e-09 2.79287e-09 -3.52385e-09 -9.457e-08 -5.92898e-08 3.56127e-08 5.51393e-07 1.41473e-06 -2.74371e-08 -2.87449e-09 -1.05897e-06 2.01317e-08 -1.07302e-07 -7.61389e-07 -3.81436e-08 7.96831e-10 2.95957e-08 -6.92649e-07 -1.53129e-06 -8.76897e-08 -1.30683e-07 -7.67499e-08 -1.38678e-07 -8.091e-08 8.76198e-07 -1.69648e-07 -1.1107e-06 -6.00624e-08
internal_weight=0 3098 3072 3050 3027 910 889 2117 147 59 88 1970 42 1928 868 83 785 1906 1830 76 42 759 729 705 683 660 56 604 63 541
internal_count=3121 3098 3072 3050 3027 910 889 2117 147 59 88 1970 42 1928 868 83 785 1906 1830 76 42 759 729 705 683 660 56 604 63 541
is_linear=0
shrinkage=0.1


Tree=8007
num_leaves=31
num_cat=0
split_feature=457 16 448 1348 160 160 133 1446 42 12 160 13 481 15 160 15 13 158 1447 12 403 160 474 1372 150 484 159 16 48 1
split_gain=1.02824e-09 9.45128e-09 4.43409e-09 4.32499e-09 1.2796e-09 1.17998e-08 5.7034e-09 1.52619e-08 1.93167e-08 2.26712e-08 1.37279e-08 7.87829e-09 2.98073e-08 8.61726e-09 7.41583e-09 7.19165e-09 6.07275e-09 3.00362e-09 2.94964e-09 9.53661e-09 4.2036e-09 2.94376e-09 1.31448e-08 6.64321e-09 3.32412e-09 2.71814e-09 8.37864e-09 2.91127e-09 2.54254e-09 5.40941e-09
threshold=0.11612500000000002 -0.071854999999999988 0.030280000000000001 0.091105000000000005 -0.090484999999999996 -0.088854999999999976 0.085265000000000021 0.085345000000000018 0.090395000000000017 0.089625000000000024 -0.23055499999999998 -0.081029999999999977 -0.085749999999999979 0.11461000000000002 -0.40698999999999991 0.09116500000000001 -0.085744999999999988 0.065940000000000012 -0.085709999999999995 0.083985000000000018 -0.55276999999999987 -0.085764999999999994 0.083855000000000013 -0.065504999999999994 0.12706500000000001 0.090535000000000018 0.082585000000000006 -0.11676499999999999 0.091840000000000019 0.082535000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 11 8 9 10 -8 12 -1 25 -10 16 17 -14 19 -7 -20 22 -22 -23 -25 26 28 -27 29 -13
right_child=1 -3 -4 -5 5 18 7 -9 14 -11 -12 13 15 -15 -16 -17 -18 -19 20 -21 21 23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-4.1325262719467337e-06 1.6240122434396655e-06 -7.704209887251904e-07 -1.3087800731717346e-06 1.4684097051897993e-06 -2.197097962579164e-06 2.0905927293050036e-06 -3.5697443673636068e-07 -1.9675674013797107e-06 -1.9546330874349723e-06 4.8296774431833006e-06 2.4046587374944768e-06 1.5212706836109647e-06 -3.1018050335938937e-07 1.9936252857422478e-06 4.6254968462259663e-07 1.6291080295819222e-06 -1.5442604581750174e-06 1.1192531541750905e-06 -1.2283802534354971e-06 -3.5427216673884945e-07 -1.1001481698258431e-06 -1.723506973467406e-06 2.3710751589097375e-06 -2.8036224651900014e-08 1.1312638375216011e-06 -1.5015690222242029e-06 2.054101189101361e-06 1.4809978640938505e-07 -1.0392120509056004e-06 -5.5133911620727948e-07
leaf_weight=21 32 34 26 20 25 27 36 20 22 20 36 20 49 27 30 21 32 21 29 39 20 23 24 2320 25 20 22 23 23 34
leaf_count=21 32 34 26 20 25 27 36 20 22 20 36 20 49 27 30 21 32 21 29 39 20 23 24 2320 25 20 22 23 23 34
internal_value=0 3.90516e-07 -8.43197e-09 2.72982e-09 -7.01215e-09 -3.53165e-08 1.43232e-07 6.20935e-07 9.8045e-07 1.8512e-06 1.02384e-06 -1.07066e-07 -6.50574e-07 3.56042e-07 -5.60105e-07 -5.60943e-08 -4.03048e-07 1.1865e-07 -1.3759e-08 6.459e-07 -3.1595e-08 -1.72057e-08 7.93246e-07 -3.22648e-08 -1.56769e-08 4.46701e-08 3.33012e-07 -6.19188e-07 -1.58727e-07 2.16294e-07
internal_weight=0 66 3055 3029 3009 2532 477 164 144 92 72 313 144 169 52 123 102 70 2507 66 2441 2412 44 2368 2345 142 99 43 77 54
internal_count=3121 66 3055 3029 3009 2532 477 164 144 92 72 313 144 169 52 123 102 70 2507 66 2441 2412 44 2368 2345 142 99 43 77 54
is_linear=0
shrinkage=0.1


Tree=8008
num_leaves=31
num_cat=0
split_feature=1455 160 0 1455 2 2 1371 1447 160 481 1453 49 52 16 52 51 16 13 2 403 403 402 50 1211 42 402 1186 132 1211 393
split_gain=1.14093e-09 3.54333e-09 3.51012e-09 1.39208e-09 1.21894e-09 6.92526e-09 7.93291e-09 4.99663e-09 4.75159e-09 1.20845e-08 4.57772e-09 5.10154e-09 1.51205e-08 2.25137e-08 5.80278e-09 9.02822e-09 1.17753e-08 1.88733e-08 8.3056e-09 5.41214e-09 8.65139e-09 8.20467e-09 6.07997e-09 1.45255e-08 6.73551e-09 6.64739e-09 5.45801e-09 1.12415e-08 4.08296e-08 3.97208e-08
threshold=-0.091944999999999985 -0.072114999999999985 -0.077999999999999986 -0.08045999999999999 0.087625000000000022 0.087505000000000013 0.083235000000000017 0.0071200000000000005 -0.55045999999999984 -0.13392999999999997 -0.079219999999999985 0.084075000000000025 -0.0046699999999999997 -0.0064149999999999997 -0.0092699999999999987 0.089355000000000004 -0.011734999999999997 -0.086804999999999979 0.082275000000000015 0.0050100000000000014 0.090990000000000015 0.10999000000000002 0.11941000000000002 0.11191500000000001 0.11839500000000001 0.094750000000000015 0.060550000000000007 -0.083284999999999984 0.091735000000000011 0.10159000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 8 -6 -5 -10 -11 14 13 -13 15 16 17 -12 -19 21 -21 22 23 24 25 26 27 29 -29 -16
right_child=3 2 -4 4 7 -7 -8 -9 9 10 11 12 -14 -15 19 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=1.0708328089417831e-06 -8.2111815475270446e-07 -1.172542594997053e-06 6.7854978482273507e-07 1.5276666224715221e-06 -8.4300302589414088e-08 1.8676903025715591e-06 -1.7641797375252583e-06 1.2873166955134568e-06 -2.2261790668974005e-06 1.3286048261440149e-06 5.5611905272948768e-07 4.5806816592630644e-06 -5.2505365544138736e-07 -6.8433668393877078e-09 -9.6899916002257674e-08 1.4459946192766019e-06 -1.5602127399130887e-07 -1.3224901921592477e-06 -3.9963461049935109e-06 -1.5240480075454857e-06 1.2901527690394114e-07 2.042347633505415e-06 -1.1262132302776577e-06 2.9179414661939518e-06 -1.499700879964186e-06 -1.2577216563970849e-06 -1.2592679921464792e-06 4.1439521103768206e-07 -4.2038534286348297e-06 5.3176878213889725e-06
leaf_weight=38 21 21 20 22 1626 21 24 27 23 29 26 20 43 23 42 26 241 21 26 47 97 25 33 20 23 28 21 447 20 20
leaf_count=38 21 21 20 22 1626 21 24 27 23 29 26 20 43 23 42 26 241 21 26 47 97 25 33 20 23 28 21 447 20 20
internal_value=0 3.7518e-07 -2.69571e-07 -9.75055e-09 -4.11046e-09 6.57142e-08 3.7621e-08 -6.18964e-08 7.03068e-08 4.56627e-08 8.65488e-08 5.771e-08 8.00918e-07 2.12689e-06 2.75223e-09 -3.44775e-07 -4.93055e-07 -1.60573e-06 -2.80164e-06 1.46324e-07 -4.10526e-07 2.64418e-07 1.96455e-07 2.66741e-07 1.78515e-07 2.45295e-07 3.21813e-07 3.84578e-07 2.16612e-07 1.64974e-06
internal_weight=0 79 41 3042 3021 1368 1347 1653 1323 1301 1278 1249 86 43 1163 340 314 73 47 823 144 679 654 621 601 578 550 529 467 62
internal_count=3121 79 41 3042 3021 1368 1347 1653 1323 1301 1278 1249 86 43 1163 340 314 73 47 823 144 679 654 621 601 578 550 529 467 62
is_linear=0
shrinkage=0.1


Tree=8009
num_leaves=31
num_cat=0
split_feature=132 393 1203 42 1186 40 12 52 52 1208 1208 403 15 1209 42 401 0 133 43 403 133 133 457 133 157 1447 133 484 15 42
split_gain=1.30544e-09 4.21996e-09 3.34103e-09 1.17516e-09 1.17736e-09 1.06216e-09 1.50941e-09 3.39205e-09 5.26937e-09 1.80181e-09 2.43951e-09 2.5599e-09 1.00842e-08 2.97329e-09 9.66658e-09 1.49738e-09 5.99122e-09 3.7718e-09 3.42781e-09 2.26469e-09 1.83482e-09 1.16971e-08 7.66965e-09 6.79365e-09 6.31746e-09 6.0527e-09 6.24167e-09 5.45412e-09 6.24139e-09 1.94366e-08
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 -0.015274999999999999 -0.0046349999999999994 -0.24290999999999999 0.11650500000000001 0.095415000000000014 -1.0000000180025095e-35 0.11846000000000001 0.10480500000000002 -0.5335399999999999 0.087575000000000014 -0.065739999999999979 0.087505000000000013 -0.078179999999999986 -0.071924999999999989 0.51114000000000004 0.05259500000000001 -0.42113499999999993 0.09112000000000002 0.090310000000000015 0.083415000000000017 0.089595000000000022 -0.073574999999999988 0.059120000000000013 0.088820000000000024 -0.074759999999999979 0.090325000000000003 0.090395000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 -5 -2 9 8 -8 10 11 12 -7 14 -13 16 18 19 -15 -17 21 23 24 25 -22 26 -21 -26 -29 -30
right_child=1 -3 -4 4 -6 6 7 -9 -10 -11 -12 13 -14 15 -16 17 -18 -19 -20 20 22 -23 -24 -25 27 -27 -28 28 29 -31
leaf_value=6.6918071461863346e-08 -6.2916913415952319e-07 1.3973541130822429e-06 -1.4683796825920582e-06 1.1590397104299655e-07 -7.5481186476105741e-07 -7.9583816687188259e-07 9.3778330914062744e-07 1.4346934245660728e-06 -8.9155412205576387e-07 9.0139677798685058e-07 -9.1952930461047808e-07 5.6262306660562797e-07 1.7345054037794701e-06 7.2717823951069686e-07 -1.8229887697478782e-06 1.015118424034385e-06 1.9264754976688893e-06 -1.123005455146616e-06 -8.6737590491635179e-07 2.8338763607726615e-08 -1.8613172720996283e-06 2.2238754333159252e-06 1.5229854388171985e-06 -1.5163069763040203e-06 1.0416201952997046e-06 -1.2607180408075181e-06 1.6504551543524333e-06 -1.0366626057297797e-07 6.8350864012245439e-07 -3.1526678707142055e-06
leaf_weight=128 26 22 20 24 44 28 32 24 31 22 29 33 36 26 35 22 20 30 28 2042 26 24 23 29 30 36 24 174 25 28
leaf_count=128 26 22 20 24 44 28 32 24 31 22 29 33 36 26 35 22 20 30 28 2042 26 24 23 29 30 36 24 174 25 28
internal_value=0 1.763e-08 -2.37186e-07 -1.11554e-07 -4.475e-07 7.10139e-09 1.28917e-08 4.23029e-07 3.76331e-08 1.01681e-11 -7.20617e-09 2.52438e-09 6.2748e-07 -1.25405e-08 -6.65265e-07 4.61659e-09 4.47968e-07 -8.43872e-09 -9.96276e-08 5.02765e-09 -4.00201e-09 2.8535e-08 -2.33143e-07 3.81038e-09 -3.75868e-07 2.47825e-08 4.71823e-08 -2.25589e-07 -3.93061e-07 -1.34315e-06
internal_weight=0 2905 216 196 68 2883 2857 87 63 2770 2748 2719 64 2655 68 2587 74 2513 54 2483 2461 2155 306 2131 283 2102 2066 257 227 53
internal_count=3121 2905 216 196 68 2883 2857 87 63 2770 2748 2719 64 2655 68 2587 74 2513 54 2483 2461 2155 306 2131 283 2102 2066 257 227 53
is_linear=0
shrinkage=0.1


Tree=8010
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1446 1208 1208 402 1210 1209 1209 1209 1210 42 1201 1210 1212 401 402 133 402 1213 2 2 1186 391 1213 12 2 1447 1447
split_gain=1.0776e-09 5.12319e-09 1.68419e-09 1.05886e-09 1.0009e-09 1.52279e-09 1.35627e-09 3.44593e-09 1.09487e-09 1.54381e-09 1.2551e-09 1.56076e-09 1.33924e-08 1.57326e-09 1.5216e-09 1.20319e-09 1.72951e-09 1.66035e-09 1.95976e-09 2.09714e-09 1.74416e-09 6.05477e-09 9.05244e-09 1.62802e-09 1.5146e-09 1.36218e-09 1.5146e-08 1.23429e-09 9.09726e-09 9.07758e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.093534999999999993 0.12461500000000002 0.10233500000000001 0.23460000000000003 -0.13847499999999999 0.094730000000000023 0.088060000000000013 0.086040000000000019 -0.064344999999999999 0.087505000000000013 -0.080909999999999996 -0.0084249999999999985 0.13631000000000001 -0.47144999999999992 -0.45015499999999992 0.50628500000000021 -0.024724999999999997 0.093235000000000026 0.083865000000000009 0.087855000000000003 -0.089559999999999987 -0.086514999999999981 0.027540000000000002 0.083985000000000018 0.088125000000000023 0.0071200000000000005 0.059120000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 -5 9 10 11 12 -9 -13 -15 16 -16 -18 19 -19 23 -22 -23 -21 -25 27 -27 29 -29 -26
right_child=1 3 -4 4 -6 -7 -8 8 -10 -11 -12 13 -14 14 15 -17 17 18 -20 20 21 22 -24 24 25 26 -28 28 -30 -31
leaf_value=-1.0983946855830232e-07 1.5725285157670789e-06 6.9601502445948431e-07 -9.5253985145299578e-07 1.311144459350544e-06 -7.0535141048821982e-07 6.2511775109459661e-07 -6.6185888969020227e-07 2.1774749475298447e-06 -5.8775989750792237e-07 6.5110989895502934e-07 -7.1336616747430532e-07 8.5004149788065199e-07 -1.1296564273048185e-06 -6.5568908851403385e-07 9.0094123568936401e-07 -6.8655037549748299e-07 -6.5774412988526501e-07 -1.0061219394888863e-06 7.2217405087596149e-07 -8.5383333637013412e-07 1.956223812840108e-06 -1.6511774730144592e-06 1.1918020258387212e-06 8.3706123578373257e-07 1.2703161791019811e-07 1.6367169348541211e-06 -1.8712914169327632e-06 -1.0637057058700095e-07 1.90081986785196e-06 -1.8833489993203724e-06
leaf_weight=195 21 22 27 20 20 39 31 25 32 36 25 21 24 37 21 26 39 21 37 23 20 21 24 21 957 20 32 1238 23 23
leaf_count=195 21 22 27 20 20 39 31 25 32 36 25 21 24 37 21 26 39 21 37 23 20 21 24 21 957 20 32 1238 23 23
internal_value=0 1.62697e-08 -2.1233e-07 4.91414e-09 -4.09463e-10 4.56192e-09 -4.09081e-09 3.28114e-09 -6.24445e-09 6.12035e-10 -8.13252e-09 -1.4869e-09 5.57655e-07 -1.20084e-08 -1.90169e-08 -9.76443e-09 -2.78172e-09 -1.0376e-08 -1.12873e-10 -1.11424e-08 -2.44361e-09 5.08508e-07 -1.34922e-07 -1.66549e-08 -8.33379e-09 -1.60762e-08 -5.22057e-07 -4.33542e-09 -6.97604e-08 7.98492e-08
internal_weight=0 2899 222 2878 2856 2836 2797 2766 2746 2714 2678 2653 49 2604 2583 2546 2520 2499 2460 2423 2402 65 45 2337 2314 2293 52 2241 1261 980
internal_count=3121 2899 222 2878 2856 2836 2797 2766 2746 2714 2678 2653 49 2604 2583 2546 2520 2499 2460 2423 2402 65 45 2337 2314 2293 52 2241 1261 980
is_linear=0
shrinkage=0.1


Tree=8011
num_leaves=31
num_cat=0
split_feature=33 34 34 9 15 2 1455 3 160 1455 15 15 1447 15 1456 131 160 13 43 13 15 133 1211 52 13 13 12 16 1200 1208
split_gain=1.0368e-09 1.62427e-09 1.27479e-09 1.2598e-09 2.40881e-09 1.06998e-09 9.86482e-10 3.52826e-09 7.08325e-09 1.16103e-09 1.19858e-09 6.19969e-09 6.07341e-09 5.41942e-09 5.06305e-09 1.1437e-08 2.20671e-08 4.69977e-09 1.47556e-08 1.31051e-08 4.28859e-09 4.13047e-09 3.2519e-09 3.0754e-09 1.0692e-08 9.30641e-09 2.26458e-09 2.62749e-09 2.21781e-09 2.23828e-09
threshold=-0.009184999999999997 -0.112215 -0.085644999999999985 0.088235000000000022 -0.26481999999999994 -0.055814999999999997 -0.091944999999999985 -0.086769999999999986 -0.072114999999999985 -0.08045999999999999 0.094425000000000023 0.095575000000000007 -0.082344999999999988 0.092400000000000024 -0.0083149999999999977 0.08956500000000002 -0.52439499999999983 -0.069964999999999986 0.055925000000000009 -0.080759999999999985 0.091915000000000011 -0.0042999999999999991 0.11013500000000002 0.10263500000000002 -0.0057949999999999989 -0.061684999999999997 0.097325000000000009 -0.013324999999999998 0.089190000000000005 0.10233500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 -7 -9 -8 13 -12 -13 20 -14 16 -16 18 19 -18 22 -15 28 25 -25 -19 -27 -28 29 -11
right_child=1 2 3 4 -6 6 9 8 -10 10 11 12 14 21 15 -17 17 23 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-5.7542761609393875e-07 -8.5039924216025826e-07 8.0768661518959568e-07 -6.6678935108181283e-07 -4.3376265956851516e-08 1.3556075441556459e-06 -7.583883757433796e-07 -7.4676807024670353e-07 1.9385068591654325e-06 -2.7697247150990001e-07 -2.2474388124290701e-08 1.4743731393688601e-06 -1.6515058544541717e-06 1.2803581757582705e-06 -2.068858612925727e-06 3.0549480896979734e-06 -1.7463151578376505e-06 -4.4447802015217417e-07 2.4971628369030446e-06 1.6051523776435977e-06 -3.5668090574603184e-06 1.3861784783454245e-06 -2.9991937647754311e-07 -9.7325633272963127e-07 -1.9680439559915219e-06 1.0195085833402119e-06 6.7606046117455264e-07 -9.5324510547125744e-07 5.3664611101567059e-07 1.0208399306152604e-06 8.4684674447999e-07
leaf_weight=31 22 20 24 32 20 21 21 27 31 2325 33 20 35 22 25 33 41 20 21 20 22 33 35 23 25 39 29 20 21 30
leaf_count=31 22 20 24 32 20 21 21 27 31 2325 33 20 35 22 25 33 41 20 21 20 22 33 35 23 25 39 29 20 21 30
internal_value=0 5.78407e-09 1.19236e-08 6.70204e-09 4.94694e-07 -1.76779e-09 3.60251e-09 3.52245e-07 7.54371e-07 -5.91798e-09 -5.00905e-10 1.63936e-07 4.0733e-08 -2.58803e-08 1.42983e-07 8.49613e-09 2.28682e-07 -6.81952e-08 -6.81117e-07 -1.46819e-06 -3.69008e-09 -1.0075e-06 -1.63724e-08 2.53982e-07 -4.12027e-07 5.49985e-07 1.07445e-07 -3.45126e-07 -2.2769e-09 -1.14002e-08
internal_weight=0 3090 3068 3048 52 2996 2972 79 58 2893 2872 384 351 2488 331 296 263 238 82 61 2433 55 2411 156 48 108 88 49 2376 2355
internal_count=3121 3090 3068 3048 52 2996 2972 79 58 2893 2872 384 351 2488 331 296 263 238 82 61 2433 55 2411 156 48 108 88 49 2376 2355
is_linear=0
shrinkage=0.1


Tree=8012
num_leaves=31
num_cat=0
split_feature=1446 1 1 1 1 9 1447 1 1 1210 1456 1456 482 1 482 158 1 43 480 50 15 49 51 50 4 15 1 43 1375 16
split_gain=1.03564e-09 1.16285e-09 2.18745e-08 1.7027e-08 2.10325e-08 4.66336e-09 4.26929e-09 4.07192e-09 6.07913e-09 3.78539e-09 3.38147e-09 6.87161e-09 3.88013e-09 6.37089e-09 5.40367e-09 6.16331e-09 4.14719e-09 4.90719e-09 3.22927e-09 2.52839e-09 4.47609e-09 3.26319e-09 6.38208e-09 3.0948e-09 4.7639e-09 3.49605e-09 3.38885e-09 1.50824e-08 4.24881e-09 3.28231e-09
threshold=-0.093534999999999993 0.092845000000000025 0.093400000000000025 0.09202500000000001 0.091535000000000019 0.081890000000000004 0.050705000000000007 0.094090000000000021 0.094715000000000008 -0.42132499999999995 -0.079429999999999987 -0.0077899999999999992 0.098465000000000011 0.16540500000000002 0.089605000000000018 0.10654500000000001 0.096860000000000016 -0.0051099999999999991 0.11144000000000001 0.10377500000000002 -0.090344999999999995 -0.0090649999999999984 -0.014904999999999998 0.09227500000000001 -0.015624999999999998 0.088495000000000018 0.089875000000000024 -0.041739999999999992 0.086785000000000015 -0.097644999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 9 -4 -9 -2 -10 -12 13 14 15 16 17 -13 19 23 -21 -22 -23 26 25 -25 28 -28 29 -11
right_child=1 2 7 -5 -6 -7 -8 8 10 18 11 12 -14 -15 -16 -17 -18 -19 -20 20 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=6.8368835079788619e-07 1.3369690480301091e-06 -3.1421005476402018e-06 1.2928978321724573e-06 2.3635011851939132e-06 -3.0047601226017479e-06 1.5556595622001622e-06 1.0855425463082488e-06 -1.6249567570033225e-06 -1.0949682319960631e-06 3.409275297434557e-07 1.8537883585167946e-06 -1.2089414353879505e-07 -1.3637564290461125e-06 1.5849586116019056e-06 -1.233550686623946e-06 1.5971902269503365e-06 -9.3435875051731465e-08 1.8039065994256678e-06 -1.0091393320976749e-06 -9.1232437000599025e-07 -3.1311921120772349e-07 2.3371034206899246e-06 4.575201345278795e-07 8.9972030807638524e-07 -1.724806580017247e-06 -8.5048066864601426e-07 4.8881256355880164e-07 -2.6973501225787309e-06 1.1456508013562792e-06 -6.1038399228087614e-08
leaf_weight=22 21 23 23 31 23 20 37 24 28 239 20 27 21 25 36 24 715 26 32 24 34 22 101 21 27 25 39 24 33 1354
leaf_count=22 21 23 23 31 23 20 37 24 28 239 20 27 21 25 36 24 715 26 32 24 34 22 101 21 27 25 39 24 33 1354
internal_value=0 -4.85202e-09 -9.41264e-08 3.71794e-08 2.44144e-09 3.61315e-08 2.11828e-08 -2.17802e-08 -5.37439e-08 1.45273e-09 -1.28446e-08 2.10474e-08 -2.08918e-08 1.21682e-08 -3.53194e-08 1.91456e-08 -3.01683e-08 8.23348e-07 -1.27477e-08 3.66225e-09 3.5958e-07 5.54011e-07 7.93706e-07 -3.28991e-08 -6.70379e-07 -5.14759e-08 -5.34668e-09 -7.24964e-07 2.25352e-08 -7.30893e-10
internal_weight=0 3099 992 2107 2076 2053 2033 969 946 1996 922 894 874 853 828 792 768 53 1975 1943 181 157 123 1762 73 46 1689 63 1626 1593
internal_count=3121 3099 992 2107 2076 2053 2033 969 946 1996 922 894 874 853 828 792 768 53 1975 1943 181 157 123 1762 73 46 1689 63 1626 1593
is_linear=0
shrinkage=0.1


Tree=8013
num_leaves=31
num_cat=0
split_feature=1429 471 474 474 0 474 475 475 3 475 1371 13 1445 1447 1446 480 481 2 481 1447 481 1453 1455 475 480 1456 484 52 1 482
split_gain=1.02758e-09 2.12453e-09 1.85065e-09 1.44304e-09 5.03182e-09 2.24578e-09 1.33386e-09 2.27677e-09 6.05601e-09 4.44055e-09 5.96108e-09 1.20116e-08 3.6726e-09 2.40677e-09 2.13128e-09 4.98579e-09 2.62836e-09 9.0941e-09 5.52835e-09 2.51159e-09 4.06449e-09 5.86039e-09 2.16546e-09 1.82654e-09 1.70124e-09 2.62319e-09 1.86499e-09 6.43584e-09 4.08287e-09 3.38323e-09
threshold=0.12521000000000002 -0.085064999999999988 -0.42010499999999995 -0.090834999999999985 -0.087794999999999998 -0.031869999999999989 -0.10664 -0.086304999999999979 -0.085709999999999995 -0.085774999999999976 0.083235000000000017 -0.082574999999999982 0.077020000000000019 0.059120000000000013 -0.09143999999999998 0.11471500000000003 -0.087424999999999989 0.083865000000000009 -0.085894999999999985 -0.086424999999999988 -0.081614999999999979 -0.084874999999999992 -0.24112999999999998 -0.08466499999999999 0.10252000000000001 0.11253500000000001 -0.10156 -0.019749999999999993 0.07863500000000001 0.098465000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 8 -8 -9 12 -12 13 14 -11 16 17 -16 -18 -20 -21 -22 -23 -24 25 26 27 28 -25 -28
right_child=-2 2 3 5 -6 6 7 9 -10 10 11 -13 -14 -15 15 -17 18 -19 19 20 21 22 23 24 -26 -27 29 -29 -30 -31
leaf_value=-9.0475921472086799e-07 7.1449331983330922e-07 9.1689063207344259e-07 6.1339896054353931e-07 1.0612412356181268e-06 -1.4505157907849395e-06 -6.156740861992409e-07 1.7973526819332621e-06 -1.491917059865955e-06 -2.7988240347553983e-07 -9.9443871332286195e-07 2.7370974442459081e-06 -5.7080356847499006e-07 -1.3321703845698658e-06 9.1769861140075401e-07 7.8811326147842915e-07 1.2980222899041738e-06 1.6488166654227143e-06 -2.0991443345034595e-06 -8.1659215767651915e-07 1.0051017051036746e-06 -1.7285873154548883e-06 8.9783285815223319e-07 -7.3685377267500893e-07 4.5146900734995574e-07 7.6569002688740652e-07 -9.6367542033900013e-07 -5.7992885776038191e-09 1.4354725414322226e-06 -1.273640317771938e-06 -7.9248312405054226e-07
leaf_weight=26 20 22 21 20 27 35 25 20 32 22 23 21 21 28 20 29 20 24 39 39 20 26 35 34 28 29 2298 38 23 56
leaf_count=26 20 22 21 20 27 35 25 20 32 22 23 21 21 28 20 29 20 24 39 39 20 26 35 34 28 29 2298 38 23 56
internal_value=0 -4.60618e-09 3.00487e-09 -3.58061e-09 -5.47553e-07 5.10846e-09 -1.9678e-09 5.31346e-09 6.31186e-07 -7.01793e-09 3.31899e-09 1.15833e-06 -1.46451e-08 -4.79178e-09 -1.40831e-08 -6.26296e-09 -2.01231e-08 -7.86755e-07 -7.56003e-09 -1.99906e-08 -8.15991e-09 -2.34352e-08 -1.015e-08 -1.94407e-08 -9.42095e-09 -1.81793e-08 -6.98311e-09 4.27412e-07 -2.44628e-07 -2.45139e-08
internal_weight=0 3101 3075 3053 48 3005 2985 2950 57 2893 2873 44 2829 2808 2780 2758 2729 44 2685 2665 2626 2587 2567 2541 2506 2478 2449 95 57 2354
internal_count=3121 3101 3075 3053 48 3005 2985 2950 57 2893 2873 44 2829 2808 2780 2758 2729 44 2685 2665 2626 2587 2567 2541 2506 2478 2449 95 57 2354
is_linear=0
shrinkage=0.1


Tree=8014
num_leaves=31
num_cat=0
split_feature=1446 1447 475 1447 403 1447 484 1456 1456 52 160 43 159 1 1 1 10 1447 50 1 1456 0 50 403 50 479 13 4 483 484
split_gain=1.07755e-09 1.02829e-09 3.88211e-09 2.24654e-09 6.39877e-09 4.10154e-09 2.18512e-09 1.26357e-09 3.76891e-09 3.7128e-09 4.76912e-09 3.50345e-09 2.12737e-09 1.87409e-09 2.64659e-08 1.92536e-08 1.87486e-08 1.29535e-08 3.05455e-09 4.48673e-09 4.4229e-09 3.0395e-09 3.12915e-09 1.06192e-08 6.751e-09 3.97606e-09 2.92078e-09 4.4999e-09 2.90526e-09 5.86447e-09
threshold=-0.093534999999999993 -0.086849999999999997 -0.084699999999999984 -0.086279999999999982 -0.56738999999999995 -0.085644999999999985 -0.081109999999999988 0.081770000000000023 0.084530000000000008 -0.0073049999999999999 -0.061914999999999991 -0.080554999999999974 0.15326500000000001 0.092845000000000025 0.093400000000000025 0.09202500000000001 -0.0026549999999999994 0.059120000000000013 0.11941000000000002 0.11103500000000001 -0.079429999999999987 -0.23051499999999997 0.090630000000000016 -0.074254999999999988 0.089890000000000012 0.086465000000000014 -0.17933499999999997 -0.51843499999999987 0.098395000000000024 0.10126500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 -4 12 -9 -10 11 -11 13 15 -15 16 -7 21 20 -20 -16 -18 24 -24 25 26 -23 -28 29 -22
right_child=1 3 6 4 5 7 -8 8 9 10 -12 -13 -14 14 18 -17 17 -19 19 -21 28 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=6.9738104002681212e-07 1.473970550333351e-06 -9.9825916233543386e-07 -8.952497225999695e-07 1.6930137447120204e-06 -1.4113155557316488e-06 -3.0283503429018311e-06 4.6483696110044552e-07 -1.4947729094413634e-06 3.6353598411312901e-07 -1.0248576538445032e-06 -1.8913837513829485e-06 7.2719628587947227e-07 8.5930979241374163e-07 -3.7149688228055311e-06 -1.4228031096492833e-06 2.6136915251080265e-06 1.0745296115736118e-06 2.5811724481172861e-06 -1.6534527739103006e-06 5.5941061519019168e-08 5.4554788194786423e-08 -9.7596178970131114e-07 1.9052275823973155e-06 3.5810500261344288e-08 -1.7447331471054857e-06 -1.4188548936999724e-06 -1.4686159178722847e-06 4.186507152833118e-08 1.0128312495301846e-06 -1.638618917760531e-06
leaf_weight=22 22 23 21 22 21 20 27 22 81 21 21 25 29 20 21 29 27 20 28 34 790 30 37 170 23 20 20 1424 30 21
leaf_count=22 22 23 21 22 21 20 27 22 81 21 21 25 29 20 21 29 27 20 28 34 790 30 37 170 23 20 20 1424 30 21
internal_value=0 -4.95267e-09 3.73967e-07 -1.37095e-08 -6.17633e-09 -1.87039e-08 -1.30201e-07 -8.83386e-09 -2.73528e-07 -9.19915e-08 -6.42704e-07 -7.26544e-08 7.27713e-09 -1.66243e-09 -1.15997e-07 5.76405e-08 1.62528e-08 5.06356e-08 -3.80967e-08 -7.16043e-07 1.06651e-08 2.17317e-08 5.24358e-09 3.69958e-07 -4.45229e-08 -1.83483e-08 6.54471e-10 2.09443e-08 4.64592e-08 1.07118e-08
internal_weight=0 3099 70 3029 3006 2984 48 2963 170 148 67 46 2793 2764 944 1820 1791 1771 924 62 862 1751 1724 207 1517 1494 1474 1444 841 811
internal_count=3121 3099 70 3029 3006 2984 48 2963 170 148 67 46 2793 2764 944 1820 1791 1771 924 62 862 1751 1724 207 1517 1494 1474 1444 841 811
is_linear=0
shrinkage=0.1


Tree=8015
num_leaves=31
num_cat=0
split_feature=1429 156 1429 132 1203 1185 50 400 130 402 1208 1208 402 1212 402 401 15 402 402 402 1210 403 3 1210 374 104 11 33 12 2
split_gain=9.46994e-10 2.81281e-09 9.89567e-10 9.20586e-10 3.16237e-08 1.9139e-08 4.82171e-09 1.04472e-09 2.99418e-09 6.21094e-09 1.19806e-09 1.38876e-09 1.30453e-09 1.02609e-09 3.04171e-09 1.81787e-09 4.4999e-09 4.02334e-09 1.50924e-09 2.20188e-09 1.7701e-09 1.19311e-08 2.60126e-08 2.08518e-09 1.39287e-09 1.79347e-09 2.09009e-09 2.35361e-09 1.45474e-09 2.46446e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.13895999999999997 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.093975000000000017 -0.077734999999999985 0.08610000000000001 -0.085044999999999996 0.11332500000000002 0.10233500000000001 0.15960500000000002 0.13631000000000001 0.13597000000000001 -0.078179999999999986 0.095175000000000023 -0.43418999999999991 -0.10770499999999998 -0.095444999999999988 -0.064344999999999999 -0.0047449999999999992 -0.082334999999999978 -0.0087899999999999975 0.08987500000000001 0.088500000000000009 -0.011194999999999998 -0.009184999999999997 0.23631000000000002 0.31358000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 -4 8 9 -7 11 12 13 14 15 16 -9 -17 -19 -20 21 22 -21 -22 25 26 -25 -28 29 -29
right_child=1 -3 3 5 -6 7 -8 10 -10 -11 -12 -13 -14 -15 -16 17 -18 18 19 20 23 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-6.5376966967340366e-07 -6.7130823140360012e-07 1.1867304124280055e-06 -2.3531743133896701e-08 -2.9514139441744193e-06 3.8879136389996787e-06 2.1971123113928572e-06 -1.6276398912937329e-06 -3.2430568877096065e-07 -4.6793402524209734e-07 -4.9305017402190288e-08 -6.636683106417305e-07 7.0638407570251215e-07 -6.3621087846854613e-07 -5.8545400697806245e-07 1.2411763478326066e-06 -1.3270587151450659e-06 1.3033595913774272e-06 6.3553732307330368e-07 -9.4162417008192283e-07 -5.4339816442094961e-07 -8.4199033532665162e-07 -1.4862949543922614e-06 3.9234641987336133e-06 9.0568069140317668e-07 6.6289028748747854e-07 -9.547508045670839e-07 -9.4177180387675811e-07 -5.0356951182651232e-09 -8.1168040486028823e-07 1.0586495002164818e-06
leaf_weight=22 22 20 174 22 21 20 21 33 28 32 27 28 32 29 20 23 35 37 25 32 30 22 22 25 31 20 27 2197 22 22
leaf_count=22 22 20 174 22 21 20 21 33 28 32 27 28 32 29 20 23 35 37 25 32 30 22 22 25 31 20 27 2197 22 22
internal_value=0 4.64342e-09 -3.03496e-09 1.77433e-09 2.00793e-07 -1.3357e-08 -1.96282e-07 9.57219e-09 3.65779e-07 8.14702e-07 -8.31808e-10 5.76723e-09 -1.54174e-09 6.11641e-09 1.26568e-08 3.21758e-09 5.13463e-07 -1.04695e-08 1.58527e-09 -7.89199e-09 1.63589e-09 4.76697e-07 1.27643e-06 -1.35725e-08 -2.96986e-09 -1.18941e-08 -3.67027e-09 -1.3694e-08 -2.51232e-09 5.51008e-09
internal_weight=0 3099 3079 3057 216 2841 195 2819 80 52 2739 2712 2684 2652 2623 2603 68 2535 2512 2475 2450 76 54 2374 2344 2313 2293 2268 2241 2219
internal_count=3121 3099 3079 3057 216 2841 195 2819 80 52 2739 2712 2684 2652 2623 2603 68 2535 2512 2475 2450 76 54 2374 2344 2313 2293 2268 2241 2219
is_linear=0
shrinkage=0.1


Tree=8016
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 2 1447 1456 0 475 157 475 50 13 1447 480 1447 2 16 43 403 3 403 403 482 0 484 16 121 482 123
split_gain=1.08903e-09 2.08707e-09 1.16216e-09 1.61045e-09 4.94795e-09 1.18312e-09 3.69056e-09 2.96066e-09 1.65117e-09 1.88445e-08 5.5439e-09 2.81062e-09 4.50345e-09 2.74125e-09 1.29147e-09 1.09832e-08 9.08391e-09 2.5723e-08 1.85483e-08 5.65553e-09 3.76433e-09 2.48582e-09 3.37427e-09 1.38423e-09 5.96055e-09 3.87232e-09 6.81792e-09 3.61348e-09 3.28817e-09 1.41774e-09
threshold=-0.38234499999999999 -0.23587499999999997 -0.092414999999999983 -0.060529999999999994 0.086950000000000013 -0.086849999999999997 0.085275000000000004 -0.084674999999999986 -0.085774999999999976 -0.086244999999999988 -0.085144999999999985 0.10861000000000003 -0.076599999999999988 -0.086254999999999984 0.086995000000000017 -0.082804999999999976 0.092875000000000013 -0.040964999999999994 -0.077604999999999993 -0.55327499999999985 -0.075634999999999994 -0.54856499999999986 -0.5335399999999999 0.090355000000000005 -0.059114999999999994 -0.017214999999999998 0.054560000000000004 -0.094339999999999993 0.11117500000000001 0.11679000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -5 9 -7 -10 12 -11 -12 19 -16 18 -18 -17 -15 -19 -21 -23 27 25 -25 28 -24 -27 -29
right_child=1 2 3 5 -6 8 -8 -9 10 11 13 -13 -14 14 15 16 17 20 -20 21 -22 22 23 24 -26 26 -28 29 -30 -31
leaf_value=-6.710217708890317e-07 9.5424600302699813e-07 -6.3194787571774222e-07 1.7978907237647946e-06 -8.740126086195233e-07 -1.5435324162599746e-07 -3.1912073905004948e-06 1.4092987754565911e-06 6.3621946421958633e-07 1.5816945165170184e-06 1.5481182506012676e-06 1.0519941241682319e-06 -9.1448339931264951e-07 -3.6408579542784165e-08 1.5223436728698895e-06 -2.3677610753028684e-06 9.0501233055798969e-07 3.7157323845349314e-06 4.8225692562585787e-07 -3.1148771266874641e-06 -1.0783037096602625e-06 -1.2950660378080034e-06 9.787905004459926e-07 -1.2895003030043091e-06 1.0957337736954288e-06 1.7530841007654723e-06 -3.1358450891210464e-07 -1.3113211582257908e-06 -3.8787209291451886e-08 1.2642667987847745e-06 6.5308838666548282e-07
leaf_weight=24 23 29 20 25 37 20 24 27 22 24 24 21 71 24 22 24 21 22 22 22 26 34 23 25 23 28 39 2320 25 30
leaf_count=24 23 29 20 25 37 20 24 27 22 24 24 21 71 24 22 24 21 22 22 22 26 34 23 25 23 28 39 2320 25 30
internal_value=0 5.2035e-09 -1.89733e-09 4.10315e-09 5.30645e-07 -5.94132e-09 3.83563e-07 -8.98536e-08 -1.6107e-08 -3.56312e-07 5.60169e-10 1.32463e-07 3.63893e-07 -1.20705e-08 -2.14249e-08 -3.20653e-07 7.0968e-08 7.96642e-07 -1.01754e-06 -5.61538e-09 -4.8046e-07 -1.98898e-08 -1.07476e-08 -2.41357e-08 2.81422e-07 -7.87929e-09 -3.07774e-07 -4.21627e-08 4.30685e-07 -2.99548e-08
internal_weight=0 3097 3074 3045 57 2988 76 52 2912 136 2776 116 95 2754 2730 137 115 69 46 2593 48 2569 2547 2513 140 117 92 2373 53 2350
internal_count=3121 3097 3074 3045 57 2988 76 52 2912 136 2776 116 95 2754 2730 137 115 69 46 2593 48 2569 2547 2513 140 117 92 2373 53 2350
is_linear=0
shrinkage=0.1


Tree=8017
num_leaves=31
num_cat=0
split_feature=1429 475 3 3 11 3 12 2 160 2 1371 479 480 1447 480 1447 1447 1453 0 151 483 1456 1182 1186 47 0 43 47 52 158
split_gain=1.01374e-09 2.58438e-09 1.12092e-09 3.20215e-09 7.09915e-09 2.29108e-09 2.24224e-09 1.24258e-09 5.84708e-09 5.31428e-09 7.89894e-09 4.53802e-09 1.47326e-08 4.37339e-09 4.31487e-09 1.39933e-08 6.95767e-09 7.68286e-09 1.23315e-08 4.24291e-09 3.44566e-09 9.28421e-09 3.53149e-09 4.41605e-09 3.04453e-09 2.64858e-08 1.54319e-08 7.67541e-09 7.8394e-09 5.01864e-09
threshold=-0.23752499999999996 0.13528000000000004 -0.24190499999999995 -0.16726499999999997 0.088710000000000011 -0.15713499999999997 0.090020000000000017 0.087625000000000022 -0.54512499999999997 0.087505000000000013 0.083235000000000017 0.093525000000000011 0.092600000000000016 0.0030850000000000005 0.08598500000000002 -0.085684999999999997 -0.086359999999999978 -0.079219999999999985 -0.086284999999999987 -0.5225749999999999 -0.021199999999999997 -0.06457499999999998 0.086460000000000009 -0.088589999999999988 0.092165000000000011 -0.10224499999999999 -0.0024749999999999993 0.088195000000000009 -0.21968999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -5 -2 9 -9 10 11 12 14 19 16 -16 -7 18 -18 -10 21 -19 23 -22 27 -26 -27 28 -25 -30
right_child=1 -3 3 5 -6 7 -8 8 13 -11 -12 -13 -14 -15 15 -17 17 20 -20 -21 22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-6.7642973223510952e-07 1.8262470724078849e-09 1.1103756475807e-06 1.7110767738118097e-06 -7.7088956465022659e-07 -3.0386047645455017e-07 -1.7474733007410189e-06 -1.2074411544112399e-06 1.2168812606562696e-06 -1.3129086958677497e-06 1.6487808032988617e-06 -1.7916445526482322e-06 1.3147437827902996e-06 -2.5157813276812456e-06 -1.5594683463859838e-06 2.6777441921694845e-06 -6.6809623626795666e-07 -3.0464378369288176e-07 -2.4496942171481352e-06 3.2069838820802946e-06 -4.7771969259216943e-08 1.367888208708084e-06 2.5118291335145063e-07 -1.2042529403645727e-06 1.7133222888983726e-06 -3.0002394840759435e-06 -1.9120876279149092e-07 2.8595041646894973e-06 2.0307310169950403e-06 1.5683217335598395e-06 3.0730515754253718e-09
leaf_weight=22 46 21 34 39 36 21 23 35 27 21 23 29 22 20 25 25 20 20 20 1457 27 35 21 29 30 97 20 21 21 834
leaf_count=22 46 21 34 39 36 21 23 35 27 21 23 29 22 20 25 25 20 20 20 1457 27 35 21 29 30 97 20 21 21 834
internal_value=0 4.79093e-09 -2.75204e-09 6.38629e-09 6.74823e-07 -9.53429e-09 -4.01263e-07 7.04625e-10 -6.08517e-08 7.03117e-08 4.55745e-08 7.76596e-08 4.9806e-08 -9.05862e-08 9.43896e-08 1.00482e-06 5.6954e-08 8.86636e-08 1.45117e-06 -7.079e-08 4.14772e-08 -7.30954e-07 8.00988e-08 1.05095e-07 7.26854e-08 -3.49417e-07 3.30281e-07 1.41248e-07 9.6362e-08 4.15178e-08
internal_weight=0 3099 3078 3009 70 2939 69 2900 1539 1361 1340 1317 1288 1504 1266 50 1216 1195 40 1484 1155 55 1100 1079 1052 147 117 905 884 855
internal_count=3121 3099 3078 3009 70 2939 69 2900 1539 1361 1340 1317 1288 1504 1266 50 1216 1195 40 1484 1155 55 1100 1079 1052 147 117 905 884 855
is_linear=0
shrinkage=0.1


Tree=8018
num_leaves=31
num_cat=0
split_feature=132 1185 1203 16 16 400 12 0 403 1452 45 97 374 9 15 34 9 16 10 4 2 147 447 151 2 2 2 16 51 16
split_gain=1.10019e-09 5.3093e-09 2.61732e-09 1.08508e-09 1.70778e-09 1.56802e-09 1.68393e-09 1.21789e-09 9.88313e-10 9.63355e-10 1.19534e-09 1.28848e-09 2.28797e-09 1.91751e-09 3.5035e-09 1.60336e-09 4.80335e-09 9.77449e-09 4.47028e-09 3.77983e-08 3.01768e-09 1.25715e-09 2.27108e-09 1.94953e-09 1.54888e-09 9.36646e-09 8.98378e-09 8.60139e-09 7.19175e-09 7.05178e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.097644999999999996 -0.090054999999999982 0.11517000000000001 0.11418000000000002 -0.079119999999999982 -0.085534999999999986 0.11396500000000002 0.10041000000000001 -0.086464999999999986 0.08987500000000001 -0.074254999999999988 -0.26481999999999994 -0.057544999999999992 0.091600000000000015 -0.39185999999999993 -0.0093599999999999985 0.053180000000000012 -0.0091949999999999983 0.099730000000000027 0.09227500000000001 -0.5666199999999999 0.10613000000000002 0.10912000000000001 0.11018500000000002 0.51222500000000004 -0.45454999999999995 0.63636000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 8 -6 10 11 -3 13 14 -13 -15 18 -18 19 -17 -20 22 23 -22 -25 27 -27 -26 -28 -30
right_child=1 9 -4 4 5 -7 -8 -9 -10 -11 -12 12 -14 15 -16 16 17 -19 20 -21 21 -23 -24 24 25 26 28 -29 29 -31
leaf_value=4.6642482208388478e-07 1.6006995446375751e-06 -7.5416746471012674e-07 -1.1373141368856656e-06 -8.9900730902822307e-07 2.0449562725843865e-07 7.7633290246126313e-07 -9.4876057393440021e-07 6.9822564455535038e-07 -5.2748009635158669e-07 5.1183610671122966e-07 5.9660839722806553e-07 -1.350124646368668e-06 8.5169290507051743e-07 6.3610850294282545e-07 2.652712946655811e-07 -1.0445477668794309e-06 2.5573666780823822e-07 -2.6847847144040317e-06 -1.1045686492252571e-06 4.3775044012761558e-06 9.8473627872408544e-07 6.034848140376091e-07 -9.042617888001457e-07 3.4648704789964043e-08 -4.87996483874061e-07 2.0358718291477306e-06 1.5978158223480439e-06 -2.7972354384632051e-06 -7.8041526429560549e-08 -1.8463154773940005e-06
leaf_weight=30 21 23 27 28 35 20 23 20 39 37 33 29 31 39 25 36 26 20 25 20 20 34 28 1932 54 21 24 23 374 24
leaf_count=30 21 23 27 28 35 20 23 20 39 37 33 29 31 39 25 36 26 20 25 20 20 34 28 1932 54 21 24 23 374 24
internal_value=0 1.64257e-08 -2.14557e-07 -8.67906e-08 -1.87375e-07 -4.19321e-08 -1.81806e-07 5.85251e-09 -1.81275e-07 4.86567e-09 -1.7369e-09 -8.76874e-09 -2.61284e-09 -1.22292e-08 -6.02256e-07 -4.28674e-10 -9.75785e-09 -1.02275e-06 8.06153e-09 8.91899e-07 -1.128e-08 -4.93789e-10 -8.7079e-09 1.43592e-09 -6.58448e-09 -1.59782e-07 1.71598e-08 -1.17777e-06 -8.32974e-08 -1.84671e-07
internal_weight=0 2899 222 195 165 137 117 94 74 2878 2841 2808 2785 2754 54 2700 2661 46 2615 56 2559 2534 2500 2472 2452 520 443 77 422 398
internal_count=3121 2899 222 195 165 137 117 94 74 2878 2841 2808 2785 2754 54 2700 2661 46 2615 56 2559 2534 2500 2472 2452 520 443 77 422 398
is_linear=0
shrinkage=0.1


Tree=8019
num_leaves=31
num_cat=0
split_feature=1429 1420 1429 1419 156 474 484 12 2 1455 1455 482 49 43 484 12 1 1 49 52 49 49 482 120 13 52 15 480 1 1
split_gain=9.9847e-10 2.18325e-09 2.18144e-09 1.77568e-09 1.62211e-09 2.51849e-09 1.20204e-09 4.54566e-09 7.57809e-09 1.96534e-09 4.3114e-09 1.87228e-09 1.4219e-09 7.07033e-09 1.0396e-08 7.90728e-09 5.53201e-09 1.26276e-08 5.22478e-09 5.20784e-09 4.3294e-09 3.03792e-09 2.20816e-09 5.40524e-09 5.27211e-09 5.87376e-09 2.43465e-09 2.17938e-09 2.42394e-09 3.12268e-08
threshold=0.12521000000000002 -0.086589999999999986 0.11475 0.099095000000000016 0.3248100000000001 0.11275500000000001 0.12955000000000003 0.089735000000000023 0.089525000000000007 -0.097209999999999977 -0.089344999999999994 0.11191500000000001 0.11475 -0.084569999999999992 0.073690000000000019 0.089570000000000025 0.099660000000000012 0.11507500000000002 0.10877000000000002 0.029970000000000007 0.10463500000000002 0.15266500000000002 0.090355000000000005 1.0000000180025095e-35 -0.082904999999999993 -0.015539999999999998 -0.5556049999999999 0.11387000000000001 0.091450000000000017 0.09202500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 9 8 -8 -3 -11 12 18 15 16 -14 19 -18 20 -15 22 -19 23 26 -24 -26 -12 28 -28 -30
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 10 11 -13 13 14 -16 -17 17 21 -20 -21 -22 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=-1.0207116055144502e-06 7.0429954348583132e-07 -8.4510599305888594e-07 9.3270763204600377e-07 -8.4454578541226521e-07 -8.9591040477898784e-07 9.350674778535654e-07 -1.1108721069932572e-07 -6.8718705460923968e-07 2.4571311791632413e-06 1.3314647007452627e-06 8.9280653385010792e-07 -8.5917816866535419e-07 -2.790177390871967e-06 -3.6110630534023717e-07 2.1109267629797269e-06 -1.1866000022564549e-08 2.4224661674885456e-06 2.4109449843952768e-07 1.2267325376212415e-06 -2.2409710263104896e-06 -1.1242938180758116e-06 -1.3857644851420696e-06 -5.7945566740929482e-07 -1.2959102306808745e-06 1.3106150486936922e-07 2.3249044290977233e-06 5.6944769359074148e-08 8.4795366679675988e-07 -3.9620441135585206e-06 -4.8962919533617698e-08
leaf_weight=21 20 28 25 25 20 29 27 25 20 24 31 26 21 56 21 20 21 24 35 20 34 22 27 32 26 23 1661 30 21 706
leaf_count=21 20 28 25 25 20 29 27 25 20 24 31 26 21 56 21 20 21 24 35 20 34 22 27 32 26 23 1661 30 21 706
internal_value=0 -4.54079e-09 2.38765e-09 -5.22544e-09 1.69964e-09 7.66383e-09 -1.35821e-09 4.02272e-07 9.81772e-07 -1.13484e-08 -3.24521e-09 -1.44573e-08 -6.69939e-09 -2.6035e-07 3.32886e-08 -1.4349e-06 -2.71819e-07 3.90616e-07 1.3102e-08 -8.55808e-07 -3.29212e-09 -5.36968e-07 1.16136e-08 -4.65095e-09 5.42567e-07 1.16082e-06 1.22214e-08 9.31813e-10 -9.70916e-09 -1.61996e-07
internal_weight=0 3101 3080 3055 3030 3010 2981 72 47 2909 2881 2857 2831 205 164 41 143 67 2626 76 2591 46 2557 2481 76 49 2449 2418 2388 727
internal_count=3121 3101 3080 3055 3030 3010 2981 72 47 2909 2881 2857 2831 205 164 41 143 67 2626 76 2591 46 2557 2481 76 49 2449 2418 2388 727
is_linear=0
shrinkage=0.1


Tree=8020
num_leaves=31
num_cat=0
split_feature=12 130 1 9 16 52 14 9 41 41 34 2 3 13 16 15 15 16 457 457 475 157 16 0 150 16 15 1374 2 3
split_gain=9.34358e-10 2.27835e-09 1.26275e-09 3.1225e-09 3.10568e-09 2.38466e-09 2.70155e-09 2.16535e-09 1.83213e-09 4.41226e-09 1.45056e-09 4.70308e-09 1.32402e-09 4.16266e-09 3.15338e-09 7.12584e-09 1.03524e-08 6.13729e-09 5.22872e-09 6.3442e-09 5.06968e-09 6.36807e-09 5.14846e-09 7.07161e-09 4.35206e-09 2.1406e-09 2.2195e-09 1.86163e-09 2.01926e-09 3.04657e-09
threshold=0.23631000000000002 -0.22461999999999996 0.13686500000000004 0.092890000000000014 -0.48836499999999994 -0.21968999999999997 -0.24175999999999997 0.088235000000000022 0.086565000000000017 0.090905000000000014 -0.08786999999999999 -0.080614999999999978 -0.00083499999999999991 -0.15416999999999995 -0.070454999999999976 -0.10203999999999998 -0.072289999999999979 -0.087659999999999988 -0.025284999999999998 0.10613500000000002 -0.024084999999999999 -0.071119999999999989 0.054560000000000004 0.047850000000000011 0.087380000000000013 -0.50339499999999993 -0.10469999999999999 0.093235000000000012 0.14838000000000004 -0.010424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -4 -6 -7 8 10 -10 -3 -12 13 -13 17 -16 -17 18 -14 24 21 -18 -22 -24 25 -20 -27 28 29 -15
right_child=-2 2 4 -5 5 6 -8 -9 9 -11 11 12 14 27 15 16 20 -19 19 -21 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=9.1931550330131105e-07 -6.350104147555692e-07 8.0455650390831585e-07 -1.142115155000118e-06 1.0264168467225925e-06 -1.0182260839861728e-06 9.6786906836094774e-07 -1.7527732059837339e-07 -9.0755893893401669e-07 1.767974432027586e-06 4.551622024878114e-08 -1.4044374125887771e-06 -1.2609138261049576e-06 1.6390578048230964e-06 5.7140626204197715e-09 1.8705957753203014e-06 -1.8247923063344471e-06 -1.1650130567808504e-06 -1.4328122911895965e-06 -6.1523036070606662e-07 1.5445588996954029e-06 2.2833897950793314e-06 8.6296962668560199e-07 -3.0996389103608491e-07 1.9116485739924312e-06 -1.4435502964323829e-06 -1.8655346112668499e-07 1.1841906287134494e-06 -8.5351233477782593e-07 7.8625352735173242e-07 -7.050413911873795e-07
leaf_weight=27 23 22 33 30 21 29 72 26 20 58 24 27 20 2209 30 22 32 30 35 20 23 30 38 23 29 27 21 26 32 62
leaf_count=27 23 22 33 30 21 29 72 26 20 58 24 27 20 2209 30 22 32 30 35 20 23 30 38 23 29 27 21 26 32 62
internal_value=0 4.72293e-09 -3.3181e-09 1.14659e-08 -2.81447e-07 -4.86435e-08 1.52953e-07 9.1543e-10 9.17429e-09 4.87172e-07 -4.22752e-09 -1.06744e-08 1.55164e-09 -2.63863e-08 1.74767e-07 4.50951e-07 1.97443e-07 -1.25698e-07 1.32285e-07 -9.60135e-08 5.02164e-07 -1.83731e-07 1.00842e-06 5.27693e-07 -3.88973e-07 -2.05061e-08 4.13147e-07 -1.20745e-08 -2.57494e-09 -1.36901e-08
internal_weight=0 3098 3071 2916 155 122 101 2886 2860 78 2782 2760 2736 2356 380 198 168 182 152 132 146 62 84 61 112 83 48 2329 2303 2271
internal_count=3121 3098 3071 2916 155 122 101 2886 2860 78 2782 2760 2736 2356 380 198 168 182 152 132 146 62 84 61 112 83 48 2329 2303 2271
is_linear=0
shrinkage=0.1


Tree=8021
num_leaves=31
num_cat=0
split_feature=1429 156 1429 157 1429 1429 3 474 159 160 159 1375 2 2 2 2 151 2 1 13 9 3 0 3 4 2 3 10 3 4
split_gain=1.08595e-09 3.18925e-09 9.86418e-10 2.49832e-09 2.3854e-09 1.57111e-09 1.2257e-09 5.12624e-09 3.06559e-09 4.45482e-09 4.12892e-09 3.16343e-09 3.51235e-09 8.1996e-09 7.50603e-09 5.66187e-09 3.36433e-09 7.46094e-09 2.17751e-09 3.88492e-09 3.34031e-09 3.68944e-09 2.11022e-09 2.05285e-09 1.95718e-09 5.85676e-09 4.31809e-09 1.78639e-09 3.22882e-09 2.18361e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.08262499999999999 -0.049319999999999996 -0.069929999999999978 -0.026244999999999997 0.0051600000000000005 0.089265000000000011 0.096715000000000009 -0.078564999999999982 0.085545000000000024 1.0000000180025095e-35 0.11263500000000001 0.11728500000000001 0.10644500000000001 0.099515000000000006 -0.072119999999999976 0.13622000000000004 0.13820500000000002 -0.013304999999999999 -0.087824999999999986 1.0000000180025095e-35 -0.09595999999999999 -0.0025099999999999996 1.0000000180025095e-35 0.086885000000000004 0.088060000000000013 -0.0093599999999999985 -0.047929999999999993 -0.51843499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 18 8 10 -10 11 12 14 -14 15 24 -15 -18 20 -20 -7 23 -19 27 25 -8 -26 28 -22 -29
right_child=1 -3 4 -5 5 6 7 -9 9 -11 -12 -13 13 16 -16 -17 17 22 19 -21 21 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=-7.0009120143119867e-07 1.4848954181800879e-07 1.2636770929930208e-06 9.4016139318800589e-07 -1.2178740133628669e-06 -8.2731513879994254e-07 1.2444629473542419e-06 -9.0270767640827078e-07 1.2994218178303325e-06 2.7943696396120617e-07 -1.5544999034436507e-06 1.3995403542139685e-06 -9.7057925295808276e-07 -2.04373056065032e-06 -1.0577315597970483e-06 2.0946844260905098e-06 -1.1838107666335418e-06 1.9285947538566256e-06 -9.1091304360209815e-07 -1.7575022835103482e-06 4.1784117759865091e-08 1.3832846188961412e-06 -1.2070205215763964e-06 2.6454194311110681e-07 9.521528123844871e-07 1.9843996917436677e-06 1.0743735963348533e-06 2.6190775479547082e-07 -8.0410363799564447e-07 -1.674931233953336e-07 -1.926494722752024e-08
leaf_weight=22 32 20 27 23 23 21 31 36 26 27 25 27 21 20 24 25 23 24 20 30 25 26 42 22 22 29 43 36 29 2320
leaf_count=22 32 20 27 23 23 21 31 36 26 27 25 27 21 20 24 25 23 24 20 30 25 26 42 22 22 29 43 36 29 2320
internal_value=0 4.97354e-09 -3.20251e-09 -4.22899e-07 4.43085e-09 -3.99915e-09 2.36812e-09 1.55412e-07 5.47168e-08 -6.54833e-07 1.60352e-07 6.67577e-08 1.5889e-07 -2.34357e-07 4.52695e-07 1.89976e-07 1.14238e-07 3.77601e-07 -2.45613e-08 -6.7793e-07 -1.13832e-08 -2.21126e-08 -1.62896e-07 -9.445e-09 4.64734e-07 5.28816e-08 8.44905e-07 -1.82231e-08 5.5046e-07 -3.12574e-08
internal_weight=0 3099 3079 55 3024 2997 2974 445 409 53 356 331 304 130 174 150 109 89 2529 50 2479 2458 66 2432 125 60 65 2410 54 2356
internal_count=3121 3099 3079 55 3024 2997 2974 445 409 53 356 331 304 130 174 150 109 89 2529 50 2479 2458 66 2432 125 60 65 2410 54 2356
is_linear=0
shrinkage=0.1


Tree=8022
num_leaves=31
num_cat=0
split_feature=132 1186 394 393 50 4 0 42 4 12 39 33 2 47 0 2 3 9 16 47 4 47 484 1456 0 160 49 49 484 52
split_gain=8.96658e-10 2.80941e-08 1.84439e-08 2.35881e-09 1.28312e-09 1.19695e-09 2.06659e-09 1.58292e-09 1.92536e-09 1.0178e-09 9.31359e-10 3.75639e-09 2.39396e-09 1.54808e-09 8.93284e-09 2.00972e-08 2.95822e-08 6.88228e-09 1.74793e-08 3.85647e-09 2.09163e-09 1.88369e-09 1.79388e-09 2.32101e-09 1.88318e-09 2.01271e-09 1.42549e-09 5.78697e-09 4.87183e-09 7.68929e-09
threshold=-0.083284999999999984 0.0044650000000000011 0.12358500000000001 0.10317000000000003 0.09227500000000001 0.10924000000000002 -0.09515499999999999 -0.065479999999999997 -0.085594999999999991 0.090695000000000012 -1.0000000180025095e-35 -0.009184999999999997 0.097605000000000011 0.094160000000000008 -0.10151999999999999 0.10402500000000002 -0.0049599999999999991 0.087755000000000014 -0.090764999999999985 0.091210000000000013 0.41257000000000005 0.097970000000000015 -0.078424999999999981 -0.052299999999999992 -0.088774999999999979 -0.065039999999999987 0.10347500000000003 0.10595500000000001 0.086135000000000017 -0.026204999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 5 6 -1 8 -8 -9 12 -12 -2 17 15 16 -15 19 -19 26 -17 -16 -23 -24 -25 -26 -13 -28 29 -29
right_child=2 -3 -4 -5 -6 -7 7 9 -10 -11 11 13 -14 14 21 20 -18 18 -20 -21 -22 22 23 24 25 -27 27 28 -30 -31
leaf_value=9.8147741118737041e-07 1.286604144752346e-06 3.5843966975464397e-06 -3.0410079176590446e-06 -1.1851303911823511e-06 -6.9814238983141246e-07 -6.4865742691229871e-07 2.2214277053189153e-07 -1.056694243524017e-07 -1.0889918589403656e-06 7.3214285740850131e-07 -1.1146816821868319e-06 2.0849339803268471e-08 -8.4879710513519068e-08 -7.875289043113298e-10 -9.979661334889236e-07 -1.1434073292093672e-06 5.4381658208058078e-06 3.5558122392338254e-07 -3.3809870680827428e-06 1.3920829135827264e-06 2.5488557036584576e-07 -6.9939723967848977e-07 1.1282746417862199e-06 -8.9610874575945275e-07 1.0448733587509196e-06 -6.3066536038424779e-08 -1.7873854300308846e-06 2.493514308490718e-07 9.7143046547090416e-07 -1.2463267817912945e-06
leaf_weight=25 20 22 20 21 27 21 21 29 24 29 30 2233 35 20 22 20 20 31 21 20 23 32 20 21 20 91 22 89 36 56
leaf_count=25 20 22 20 21 27 21 21 29 24 29 30 2233 35 20 22 20 20 31 21 20 23 32 20 21 20 91 22 89 36 56
internal_value=0 1.9512e-07 -1.4721e-08 -1.83378e-07 -6.38511e-08 5.10876e-08 1.6589e-07 -3.20687e-08 -4.77129e-07 3.13237e-07 6.28029e-09 -1.64892e-09 4.13842e-07 1.02892e-08 2.29451e-07 1.10532e-06 2.71869e-06 -1.49651e-08 -1.15342e-06 9.13894e-09 -3.95483e-07 -1.23448e-07 -1.88864e-08 1.24379e-07 -2.77263e-08 1.36562e-07 -2.21528e-09 -2.55926e-07 -6.97819e-08 -3.2829e-07
internal_weight=0 219 2902 197 176 149 128 103 45 58 2882 2827 55 2797 289 83 40 2508 52 2456 43 206 184 152 132 111 2436 203 181 145
internal_count=3121 219 2902 197 176 149 128 103 45 58 2882 2827 55 2797 289 83 40 2508 52 2456 43 206 184 152 132 111 2436 203 181 145
is_linear=0
shrinkage=0.1


Tree=8023
num_leaves=31
num_cat=0
split_feature=132 394 1186 15 12 133 3 133 1130 1429 155 1419 11 16 155 9 10 2 150 16 3 3 4 1 41 150 13 16 16 13
split_gain=1.0401e-09 4.98727e-09 2.5648e-09 2.12611e-09 1.00412e-09 2.23377e-09 1.49486e-09 2.76998e-09 9.72158e-10 9.50134e-10 2.57761e-09 9.14348e-10 2.20711e-09 6.57119e-09 4.62301e-09 1.16385e-09 2.57804e-09 2.68037e-09 1.09054e-09 1.3759e-09 4.14357e-09 7.07724e-09 1.08669e-08 3.92863e-09 4.01903e-09 3.57392e-09 5.11163e-09 3.4244e-09 1.1163e-08 1.64597e-08
threshold=-0.083174999999999985 0.11233000000000001 0.049580000000000006 0.092400000000000024 0.11527000000000001 -0.37971999999999995 -0.085274999999999976 -0.016679999999999997 1.0000000180025095e-35 -0.23752499999999996 0.15046000000000001 0.099095000000000016 0.088215000000000002 0.51747500000000002 0.13657000000000002 0.092410000000000006 0.053330000000000009 -0.080614999999999978 -0.15178999999999995 -0.15241499999999997 -0.092174999999999993 -0.080934999999999993 0.23246000000000003 0.078340000000000007 0.07882500000000002 0.12068000000000002 -0.0044799999999999987 -0.095094999999999985 -0.092484999999999984 -0.091559999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 -1 -7 -8 9 -2 11 12 14 -14 15 16 17 -11 -19 20 23 22 -22 -20 -25 26 -23 -21 29 -29
right_child=1 -3 -4 -5 -6 6 7 -9 -10 10 -12 -13 13 -15 -16 -17 -18 18 19 27 21 25 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-7.9144298297251232e-07 -6.7693389439682504e-07 1.5896424770289743e-06 -1.2601842610950242e-06 -9.6168815480268681e-07 5.7297593971026934e-07 -1.7671070601681317e-07 1.255503199305307e-06 -2.6911356898877288e-07 -6.8972591463989371e-07 8.6916362849681009e-07 1.1185308876195318e-06 -5.0141950558619487e-07 -2.3442992436173427e-08 1.9168520111634281e-06 -1.4811193469064339e-06 6.0787667521822186e-07 -8.7717388554885858e-07 5.8980939365204504e-07 1.4080062458430934e-06 4.2110009786566821e-07 -3.2456268627356622e-06 -2.1383553817896358e-08 1.1386425415236904e-08 6.9164559931778061e-07 -1.0878235390133672e-06 8.2682998723271341e-07 -1.128807533591823e-06 4.2004633862482228e-07 2.0605043331856655e-08 -3.3667603292523532e-06
leaf_weight=34 20 20 21 25 28 66 26 22 20 36 21 35 64 24 21 32 33 31 28 197 20 163 21 30 22 32 56 22 1927 24
leaf_count=34 20 20 21 25 28 66 26 22 20 36 21 35 64 24 21 32 33 31 28 197 20 163 21 30 22 32 56 22 1927 24
internal_value=0 1.59739e-08 -2.08613e-07 -9.87476e-08 2.38292e-08 -8.00634e-08 1.32102e-07 5.56721e-07 5.04182e-09 9.90203e-09 1.47406e-08 6.51506e-09 1.2903e-08 5.05728e-07 -3.18923e-09 8.41755e-09 1.15688e-09 1.22665e-08 2.77233e-10 -6.91218e-09 -1.84603e-07 -3.59293e-07 -1.5774e-06 4.53018e-07 -6.12067e-08 -1.60319e-07 -3.0456e-07 2.3549e-08 -1.61456e-08 -1.55568e-06
internal_weight=0 2899 222 201 176 148 114 48 2879 2859 2839 2818 2783 88 2695 2674 2642 2609 2573 2542 372 292 41 80 52 251 219 2170 1973 46
internal_count=3121 2899 222 201 176 148 114 48 2879 2859 2839 2818 2783 88 2695 2674 2642 2609 2573 2542 372 292 41 80 52 251 219 2170 1973 46
is_linear=0
shrinkage=0.1


Tree=8024
num_leaves=31
num_cat=0
split_feature=156 156 1429 474 475 475 0 1428 475 132 50 393 1203 47 2 47 47 484 2 1456 50 52 13 15 47 1452 39 9 9 12
split_gain=1.01078e-09 1.99882e-09 1.26452e-09 2.62712e-09 1.33023e-09 2.01725e-09 1.75611e-09 1.20779e-09 1.60709e-09 1.19193e-09 3.13381e-08 1.73118e-08 3.47629e-09 1.18489e-09 1.20507e-08 6.71422e-09 1.73871e-09 1.73061e-09 2.40142e-09 6.18138e-09 4.48733e-09 3.65334e-09 1.93176e-09 1.61982e-09 1.53826e-09 1.49642e-09 1.45372e-09 2.96176e-09 8.74117e-09 6.04637e-09
threshold=0.3248100000000001 0.14540500000000003 0.12387000000000002 -0.23025999999999996 -0.10664 -0.091889999999999986 -0.067094999999999988 -0.020064999999999996 0.12365000000000002 -0.083284999999999984 0.097510000000000013 0.12679500000000002 0.089480000000000018 0.092165000000000011 -1.0000000180025095e-35 0.088915000000000008 0.097970000000000015 -0.078424999999999981 0.10402500000000002 -0.074164999999999995 0.13226000000000002 -0.0027449999999999996 -0.079299999999999995 -0.099734999999999976 0.11708 0.11396500000000002 -1.0000000180025095e-35 0.092235000000000011 0.085555000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 -7 9 10 12 13 -9 15 -15 25 -16 -18 19 -19 24 22 -21 -23 -20 26 -11 28 -28 -29
right_child=-2 -3 -4 4 5 7 -8 8 -10 11 -12 -13 -14 14 16 -17 17 18 20 21 -22 23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=1.0454060562400023e-06 -6.6047554671809927e-07 9.3366955287938647e-07 -7.7536998914984871e-07 2.5900587274918508e-08 9.7971335868524402e-07 -6.1488545775034711e-07 -1.2428661823449261e-06 -2.078536582368023e-08 8.7448208779235208e-07 5.5937562478902694e-07 3.9929340226763087e-06 -2.9526983531980024e-06 -1.4124715426078183e-06 -2.5591431904103959e-06 -6.9425031548255651e-07 1.5914698649423912e-06 -5.468586384976075e-07 2.0756228127538634e-06 -4.6789578220796104e-07 -1.188960925446736e-06 -1.5338083312599337e-06 1.2806229429023525e-06 4.3034937269632277e-08 1.3398067411881955e-07 6.4353273191128135e-07 7.073023359301563e-07 -1.7816092241619965e-08 -2.053880020217288e-06 2.0320128203907406e-06 2.9305029368950515e-07
leaf_weight=24 23 23 21 24 21 32 20 175 21 45 20 20 20 20 33 27 37 20 20 20 20 28 35 22 33 30 2222 21 21 23
leaf_count=24 23 23 21 24 21 32 20 175 21 45 20 20 20 20 33 27 37 20 20 20 20 28 35 22 33 30 2222 21 21 23
internal_value=0 4.90626e-09 -2.04058e-09 3.27701e-09 -4.97748e-09 3.06562e-09 -5.50812e-07 -3.85161e-09 2.81497e-09 -3.47109e-09 2.23125e-07 -2.15349e-08 -1.63522e-07 3.63963e-10 -1.9125e-07 2.34635e-08 -1.45412e-08 8.09073e-08 1.98217e-07 4.64356e-07 -2.575e-07 1.57448e-07 -4.04964e-07 7.761e-07 2.24126e-07 5.53961e-09 -3.48821e-09 -1.45634e-08 1.37535e-09 -8.27076e-07
internal_weight=0 3098 3075 3054 3030 2986 44 2965 2933 2912 215 2697 195 2677 288 2389 268 235 198 125 73 105 55 50 53 2362 2332 2287 2243 44
internal_count=3121 3098 3075 3054 3030 2986 44 2965 2933 2912 215 2697 195 2677 288 2389 268 235 198 125 73 105 55 50 53 2362 2332 2287 2243 44
is_linear=0
shrinkage=0.1


Tree=8025
num_leaves=31
num_cat=0
split_feature=132 393 1186 15 50 1203 2 132 1213 43 1208 1208 403 403 1210 4 130 4 4 43 15 1 160 4 13 3 160 16 474 1429
split_gain=1.02903e-09 5.65756e-09 2.0016e-09 1.64008e-09 1.00859e-09 1.52295e-09 1.24494e-09 3.89174e-09 1.48608e-09 2.97812e-09 8.76394e-10 1.0673e-09 1.71881e-09 2.91791e-09 1.18008e-09 1.04664e-09 5.36258e-09 4.41521e-09 7.78127e-09 7.11965e-09 1.35433e-08 3.33125e-09 4.30767e-09 4.87431e-09 8.28578e-09 1.07533e-08 4.10436e-09 7.07737e-09 7.22779e-09 3.57887e-09
threshold=-0.083174999999999985 0.11333500000000001 0.049580000000000006 0.092400000000000024 0.09227500000000001 0.087970000000000007 0.089125000000000024 -0.41094499999999995 -0.0074849999999999995 -0.0051099999999999991 0.11531000000000001 0.10233500000000001 -0.55276999999999987 -0.53960999999999981 -0.3960249999999999 -0.086849999999999997 0.085235000000000019 -0.083439999999999986 -0.082594999999999988 -0.0087399999999999995 0.085935000000000025 0.077845000000000011 -1.0000000180025095e-35 -0.08835999999999998 -0.059629999999999996 -0.095524999999999985 -0.089549999999999991 -0.077589999999999978 0.089265000000000011 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 6 8 -8 -1 -10 11 12 -2 -14 -15 16 21 19 -19 20 -17 22 -16 24 -24 -26 -23 -28 29 -29
right_child=1 -3 -4 -5 -6 -7 7 -9 9 -11 -12 -13 13 14 15 17 -18 18 -20 -21 -22 26 23 -25 25 -27 27 28 -30 -31
leaf_value=3.0967843349977949e-07 -7.2674219069313046e-07 1.5448713530948528e-06 -1.136470328468758e-06 -8.6836217656127699e-07 -5.9111758446306348e-07 8.8477830217925657e-07 1.438930979986708e-06 -3.6193355053152728e-07 5.4126845346521204e-08 -1.4776689216556737e-06 -5.6392551094311921e-07 5.827647710177076e-07 1.2138739407419054e-06 -7.2783401802470593e-07 6.1910175159280504e-07 -3.089967157393403e-06 1.2833268746254889e-06 1.6110025202920044e-06 -1.0734884802387476e-08 5.0813721958550906e-07 -2.4868786857612077e-07 -6.6538219726215005e-07 6.4014964802639875e-07 5.673158450638137e-07 -7.1082396522746831e-07 -3.4976220160842789e-06 2.0845935653290365e-06 2.7410129906915818e-07 1.9019910506239801e-06 -7.6439758448610857e-07
leaf_weight=28 32 24 21 25 25 21 20 30 30 22 27 32 20 22 36 25 38 30 2145 37 51 41 23 26 45 20 23 135 23 44
leaf_count=28 32 24 21 25 25 21 20 30 30 22 27 32 20 22 36 25 38 30 2145 37 51 41 23 26 45 20 23 135 23 44
internal_value=0 1.5885e-08 -2.07504e-07 -1.10448e-07 -2.78919e-09 9.46162e-08 -3.30254e-08 3.58412e-07 -2.77674e-07 -5.93941e-07 3.12125e-09 8.49705e-09 1.97128e-09 1.03473e-08 1.63871e-09 7.49152e-09 1.46188e-07 -2.00295e-08 1.16339e-08 -6.29479e-07 -1.18332e-06 4.23143e-08 -3.34521e-07 -6.35665e-07 -9.91092e-07 -1.5683e-06 2.54816e-07 4.22496e-07 2.33247e-07 1.88278e-08
internal_weight=0 2899 222 201 176 151 130 50 80 52 2875 2848 2816 2784 2764 2742 454 2288 2175 113 76 416 150 114 88 65 266 225 202 179
internal_count=3121 2899 222 201 176 151 130 50 80 52 2875 2848 2816 2784 2764 2742 454 2288 2175 113 76 416 150 114 88 65 266 225 202 179
is_linear=0
shrinkage=0.1


Tree=8026
num_leaves=31
num_cat=0
split_feature=1429 471 11 16 155 3 2 132 15 1185 50 9 9 41 12 16 4 402 133 16 3 42 15 16 151 150 1 1 151 49
split_gain=9.12595e-10 2.17571e-09 1.72097e-09 7.21643e-09 3.20886e-09 1.14113e-09 1.28441e-09 1.06059e-09 2.93832e-08 1.6028e-08 4.91981e-09 1.16189e-09 2.43002e-09 1.93223e-09 3.7948e-09 1.24627e-09 5.65658e-09 3.63577e-09 4.40282e-09 2.97018e-09 2.65029e-09 4.06922e-09 2.93341e-09 2.59953e-09 4.32747e-09 5.07724e-09 2.91409e-09 2.54821e-09 2.50299e-09 2.4599e-09
threshold=0.12521000000000002 -0.085064999999999988 0.090070000000000025 0.62925500000000012 0.13782500000000003 -0.14847999999999997 0.10467500000000002 -0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.09227500000000001 0.092410000000000006 0.088235000000000022 0.086565000000000017 0.08486500000000001 -0.15241499999999997 -0.064804999999999988 0.090045000000000014 -0.054584999999999995 -0.14322499999999996 -0.081459999999999991 0.085010000000000016 -0.040439999999999997 -0.5009849999999999 0.0014250000000000003 0.12068000000000002 0.12082500000000002 0.14173500000000003 0.10561000000000002 -0.015259999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 7 6 -4 8 10 -9 -3 12 13 15 -15 16 -11 18 -18 -17 21 22 -20 24 25 -22 -25 -28 -21 -30
right_child=-2 2 3 -5 -6 -7 -8 9 -10 11 -12 -13 -14 14 -16 19 17 -19 20 28 23 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=-9.1528048073996615e-07 6.7332333799186015e-07 -2.5723670840002944e-08 1.5315700197375421e-07 2.1094189139603261e-06 -1.2720479688255183e-06 4.5005232688514043e-07 -9.5410535124074152e-07 -2.7062236375224365e-06 3.3651611199084861e-06 -1.7282662420050409e-06 -1.5574853127494255e-06 5.8472508368284337e-07 -1.0502098018863846e-06 1.3402494088647171e-06 -3.8886617917651994e-07 9.788004650346239e-07 1.2642575200061401e-06 -1.1348207436867598e-06 -7.5741100090453995e-07 -6.9626913241605131e-09 -2.7453034257545892e-07 -1.3560748363267301e-06 9.5530807598720457e-07 9.1235344741389169e-07 -1.4684988731578811e-06 1.4817611690887134e-06 -8.6702778313944386e-07 5.7555126659281091e-07 1.4694274894914682e-06 -2.7537583675785713e-08
leaf_weight=26 20 166 22 20 20 28 20 22 26 22 24 34 22 30 22 32 26 30 20 2144 93 37 20 59 23 20 24 25 23 21
leaf_count=26 20 166 22 20 20 28 20 22 26 22 24 34 22 30 22 32 26 30 20 2144 93 37 20 59 23 20 24 25 23 21
internal_value=0 -4.34962e-09 3.35256e-09 4.34191e-07 -9.63754e-09 -4.44455e-08 -3.74111e-07 -1.12213e-09 2.12243e-07 -1.78871e-08 -2.19209e-07 3.80103e-09 -3.53333e-09 5.08774e-09 6.08701e-07 -6.89693e-09 -1.69612e-07 -7.86561e-08 1.26549e-08 2.23478e-08 -8.8721e-08 -6.00219e-07 9.89485e-08 7.26942e-08 -2.18173e-07 3.63177e-08 4.38972e-07 -1.31018e-07 8.35948e-09 7.54967e-07
internal_weight=0 3101 3075 90 2985 70 42 2965 216 2749 190 2727 2693 2671 52 2619 399 377 347 2220 321 77 40 244 136 113 108 49 2188 44
internal_count=3121 3101 3075 90 2985 70 42 2965 216 2749 190 2727 2693 2671 52 2619 399 377 347 2220 321 77 40 244 136 113 108 49 2188 44
is_linear=0
shrinkage=0.1


Tree=8027
num_leaves=31
num_cat=0
split_feature=132 1185 15 16 16 49 15 132 15 403 12 130 39 15 4 124 10 12 3 9 376 41 12 43 43 457 1371 150 457 2
split_gain=1.01435e-09 6.89237e-09 2.46535e-09 1.02762e-09 2.46274e-09 2.39593e-09 1.2124e-09 1.6026e-09 2.79813e-09 1.45603e-09 9.03639e-10 2.05398e-09 1.30932e-09 2.0744e-09 2.70865e-09 1.19516e-09 1.39005e-09 3.31859e-09 5.36054e-09 3.16909e-09 1.74578e-09 1.55978e-09 4.59365e-09 1.30591e-09 1.69037e-08 6.38064e-09 8.43971e-09 5.69949e-09 3.50864e-09 8.64807e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.14158499999999996 -0.095094999999999985 0.097180000000000016 0.084510000000000016 -0.41127499999999995 -0.028889999999999996 -0.085804999999999979 0.23631000000000002 -0.22461999999999996 0.10508500000000001 -0.41396999999999995 0.11275500000000001 0.0049200000000000008 0.0036750000000000007 -0.087484999999999993 -0.086554999999999979 0.088235000000000022 -1.0000000180025095e-35 0.086565000000000017 0.08486500000000001 -0.082389999999999977 -0.08287499999999999 0.097575000000000009 0.083235000000000017 0.10699000000000002 0.10613500000000002 0.11389000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 -6 -9 -8 11 -3 15 -14 -15 16 19 -18 -19 20 -13 23 -23 24 25 26 27 -22 -25 -30
right_child=1 10 -4 4 5 -7 9 8 -10 -11 -12 12 13 14 -16 -17 17 18 -20 -21 21 22 -24 28 -26 -27 -28 -29 29 -31
leaf_value=5.6880723181248791e-07 1.8208463795114465e-06 8.7569243581874111e-07 -1.049070174114301e-06 -1.1998744508900927e-06 2.7030451134202813e-07 9.4547834589387884e-07 8.6108244119031967e-07 -1.6673239406372889e-06 -1.8457841552585057e-07 -2.4044149760982235e-07 -6.2170003344442159e-07 -9.265850268036503e-07 -1.1291925596004569e-06 -6.4370130764422759e-07 6.6770237278238454e-07 6.0087257372074158e-07 -4.6551989635190693e-07 -1.0751663620825722e-07 2.1261458620020202e-06 -1.0654530768761106e-06 8.3002526352183124e-08 1.6974409277281667e-06 -2.0596792777993757e-07 -6.7700353933680607e-08 2.7827137038773642e-06 -1.5418999810208332e-06 2.0581604022005369e-06 -1.4294194110894192e-06 1.8340011449929022e-06 -7.5841940294842722e-07
leaf_weight=22 21 27 30 20 23 22 20 20 35 30 23 20 26 36 28 34 25 22 21 28 598 21 32 1789 23 25 21 26 31 22
leaf_count=22 21 27 30 20 23 22 20 20 35 30 23 20 26 36 28 34 25 22 21 28 598 21 32 1789 23 25 21 26 31 22
internal_value=0 1.57681e-08 -2.06021e-07 -7.42944e-08 -1.57519e-07 -1.85386e-08 -1.84229e-07 -4.30637e-07 -7.23759e-07 2.00168e-07 2.59696e-09 7.62632e-09 -6.61441e-10 -3.75962e-07 -6.99622e-08 1.1675e-08 4.26641e-09 4.50672e-07 9.83342e-07 -7.24937e-09 4.11171e-09 1.13041e-08 5.48213e-07 7.8803e-11 1.17095e-07 2.55888e-08 8.63441e-08 1.99849e-08 -4.39452e-08 7.57902e-07
internal_weight=0 2899 222 192 170 150 128 78 55 50 2878 2855 2828 90 64 2738 2704 68 43 2636 2608 2588 53 2535 693 670 645 624 1842 53
internal_count=3121 2899 222 192 170 150 128 78 55 50 2878 2855 2828 90 64 2738 2704 68 43 2636 2608 2588 53 2535 693 670 645 624 1842 53
is_linear=0
shrinkage=0.1


Tree=8028
num_leaves=31
num_cat=0
split_feature=1373 457 16 448 1348 132 1203 394 50 457 457 147 160 12 12 51 159 40 1 2 133 42 40 4 160 49 33 151 3 42
split_gain=9.86754e-10 3.68612e-09 7.29392e-09 3.14521e-09 3.59421e-09 9.76598e-10 3.11625e-08 1.51872e-08 4.7626e-09 1.06572e-09 1.47386e-09 1.27446e-09 1.66891e-09 7.76112e-09 6.29946e-09 5.35703e-09 4.94344e-09 4.6407e-09 5.55129e-09 4.29551e-09 3.68726e-09 2.74485e-09 2.49128e-09 2.788e-09 2.52687e-09 5.99911e-09 2.08108e-09 2.10055e-09 6.15846e-09 5.10976e-09
threshold=-1.0000000180025095e-35 0.11612500000000002 -0.008069999999999999 0.030280000000000001 0.091105000000000005 -0.083284999999999984 0.089480000000000018 0.12358500000000001 0.10022000000000002 0.097000000000000017 0.091495000000000007 0.087070000000000022 0.086325000000000013 0.089570000000000025 0.088245000000000004 0.092545000000000016 0.089030000000000012 -0.080884999999999985 0.087135000000000004 0.098630000000000009 0.08622500000000001 0.091735000000000025 -0.24134999999999998 0.63113500000000011 0.066685000000000008 -0.081404999999999991 -0.0066799999999999993 0.015440000000000001 -0.083654999999999993 0.089165000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 8 9 -2 10 11 12 22 14 15 16 17 -14 20 21 -19 -15 -7 24 26 -26 -24 -28 -29 -30
right_child=1 2 -4 -5 -6 7 -8 -9 -10 -11 -12 -13 13 19 -16 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 27 28 29 -31
leaf_value=-6.1347948434768822e-07 -1.9491237695506295e-08 1.9980574939801538e-06 -5.4208243398079499e-07 -1.1034122350723079e-06 1.3372896242458411e-06 -1.0485092233962364e-06 3.957982220583745e-06 -2.7694191298621719e-06 -1.647024332136482e-06 -6.9705010739601842e-07 7.6604793073897776e-07 3.9308350979220053e-07 -8.218217510258194e-07 -7.9611828349025825e-07 -2.1226054434958749e-06 -1.7302137684964692e-06 -1.0604108986133166e-06 -8.0030493815489279e-07 1.7588979256254756e-06 1.4530236830309793e-06 8.0852920009106283e-07 8.0570622174036544e-07 9.1792934426848664e-07 1.1676670461773549e-06 -4.3648723414163776e-07 1.4272260684195386e-06 -3.7841959266717294e-08 -5.3103952745282699e-07 2.0803764075237396e-06 4.3828055915830857e-08
leaf_weight=26 178 26 20 26 20 22 20 20 20 22 25 78 33 23 23 25 44 28 27 34 29 20 24 21 31 39 2131 36 28 22
leaf_count=26 178 26 20 26 20 22 20 20 20 22 25 78 33 23 23 25 44 28 27 34 29 20 24 21 31 39 2131 36 28 22
internal_value=0 5.15528e-09 8.93649e-07 -8.24934e-09 1.16986e-09 -7.72871e-09 1.961e-07 -2.36837e-08 -1.83889e-07 -3.82302e-09 1.73695e-09 -5.29314e-09 -1.70634e-08 -2.45169e-07 -5.61361e-07 -3.68304e-07 -1.56827e-07 1.82982e-07 5.77727e-07 6.13068e-07 1.82247e-08 -5.10836e-08 1.06504e-08 2.06424e-08 1.02194e-08 6.01867e-07 -8.2613e-09 -1.82877e-08 4.66248e-07 1.1843e-06
internal_weight=0 3095 46 3049 3023 3003 218 2785 198 2765 2743 2718 2640 286 209 186 161 117 84 77 57 43 2354 2332 2311 70 2241 2217 86 50
internal_count=3121 3095 46 3049 3023 3003 218 2785 198 2765 2743 2718 2640 286 209 186 161 117 84 77 57 43 2354 2332 2311 70 2241 2217 86 50
is_linear=0
shrinkage=0.1


Tree=8029
num_leaves=31
num_cat=0
split_feature=394 3 130 130 43 43 1213 1210 48 48 1 4 0 0 403 0 42 52 13 13 133 483 158 13 13 2 41 0 1210 0
split_gain=1.0526e-09 8.0966e-09 1.13749e-09 2.42533e-09 1.04043e-09 5.52442e-09 1.45224e-08 5.26479e-09 2.77959e-09 4.80089e-09 3.37441e-09 1.16082e-08 3.86391e-09 3.16287e-09 1.94659e-09 3.86496e-09 4.85137e-09 3.86517e-09 2.23416e-09 3.35719e-09 1.83892e-09 1.29742e-09 2.19105e-09 1.22614e-09 9.79821e-09 1.16221e-08 5.40008e-09 5.95367e-09 2.65635e-08 1.49247e-08
threshold=0.013605000000000001 -0.083489999999999995 -0.22699999999999995 -0.098119999999999985 0.062770000000000006 0.055925000000000009 -0.017214999999999998 0.258635 0.10697000000000002 0.094075000000000006 0.090275000000000008 -0.062539999999999984 -0.11242999999999999 -0.10096999999999999 -0.014954999999999998 -0.09515499999999999 -0.067534999999999998 0.10347000000000002 -0.039649999999999998 -0.08971999999999998 -0.17773999999999998 -0.47181499999999993 0.13374000000000003 -0.088319999999999996 -0.089109999999999981 0.084715000000000013 0.082735000000000017 -0.083804999999999977 -0.018549999999999994 -0.075934999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 7 -7 20 9 10 12 -12 -6 -14 -15 -16 -17 18 19 -18 -5 -22 23 24 26 -26 27 28 -23 -29
right_child=1 -3 3 4 8 6 -8 -9 -10 -11 11 -13 13 14 15 16 17 -19 -20 -21 21 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-7.599492545296017e-07 1.3160992144708858e-06 -1.0300178241588279e-06 1.0196706378574953e-06 -9.2656275683111746e-07 1.306055455445502e-06 -7.2831197144296318e-07 3.0825092792952092e-06 -1.623317006931302e-06 9.7807201683508547e-07 -1.6999360252070584e-06 -2.7761719934460418e-06 -9.5499170391749874e-08 -1.1937360839779519e-06 -7.2312196310192057e-07 1.3780244238148499e-06 -1.0717043977148677e-06 1.210158908406811e-06 -8.17291209368162e-07 1.3585625898334306e-06 -5.280800362470473e-07 6.7811445793769718e-07 -3.8473702744568076e-06 -1.0117791749139759e-06 -1.705843568736442e-08 3.3637334945524343e-06 3.2996790237534283e-08 1.2941733144108034e-06 2.731289070941519e-06 -5.1041261091531274e-08 -1.9917359211936019e-07
leaf_weight=20 38 24 23 21 23 20 20 20 20 21 20 84 22 26 24 32 20 22 30 25 29 20 21 2102 20 22 30 24 235 63
leaf_count=20 38 24 23 21 23 20 20 20 20 21 20 84 22 26 24 32 20 22 30 25 29 20 21 2102 20 22 30 24 235 63
internal_value=0 4.07925e-07 -8.26739e-09 -3.32048e-09 -1.11218e-08 1.08076e-08 1.1771e-06 -7.0872e-09 -1.68431e-07 -2.34133e-07 -1.40286e-07 -6.11013e-07 7.82661e-08 -6.22272e-08 7.68409e-08 2.12782e-07 -4.00692e-09 3.48223e-07 6.90107e-07 2.44471e-07 5.40781e-09 1.3035e-08 5.4326e-09 1.39228e-08 1.71224e-07 1.61906e-06 7.75833e-09 -1.05085e-07 -3.48793e-07 6.0923e-07
internal_weight=0 62 3059 3039 3016 2647 40 2607 369 349 328 104 224 201 179 153 129 97 75 45 2587 2566 2537 2516 414 42 372 342 255 87
internal_count=3121 62 3059 3039 3016 2647 40 2607 369 349 328 104 224 201 179 153 129 97 75 45 2587 2566 2537 2516 414 42 372 342 255 87
is_linear=0
shrinkage=0.1


Tree=8030
num_leaves=31
num_cat=0
split_feature=401 41 41 41 402 41 105 34 34 34 9 0 2 39 3 0 49 50 4 43 43 1429 160 51 1 401 160 16 43 403
split_gain=1.1108e-09 1.49626e-09 3.87048e-09 2.64603e-09 1.76119e-09 1.29662e-09 1.22367e-09 1.5827e-09 1.82909e-09 2.59147e-09 3.11782e-09 8.40857e-09 3.95985e-09 7.69898e-09 1.15827e-09 4.90495e-09 4.42451e-09 3.55076e-09 3.25571e-09 5.70137e-09 4.53467e-09 4.82656e-09 6.9194e-09 1.0493e-08 5.17079e-09 2.72348e-09 2.47469e-09 3.20425e-09 6.47262e-09 6.6644e-09
threshold=0.13837000000000002 0.088520000000000015 0.083525000000000016 0.093890000000000015 0.27918000000000004 0.11457000000000002 1.0000000180025095e-35 -0.08786999999999999 -0.084564999999999987 -0.057544999999999992 0.091600000000000015 -0.055064999999999996 -1.0000000180025095e-35 0.085815000000000016 -0.094874999999999987 0.10455500000000001 0.10877000000000002 -0.46943999999999991 -0.086849999999999997 -0.072269999999999987 -0.013199999999999998 0.052280000000000007 -0.088854999999999976 -0.093639999999999987 0.096125000000000016 0.088220000000000007 0.10455000000000002 -0.08231999999999999 -0.08076499999999999 -0.092059999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 6 -5 7 -1 -9 -10 12 -12 13 -11 16 17 25 -16 19 -19 -21 22 -22 -24 -25 26 27 28 29 -14
right_child=-2 3 -4 5 -6 -7 -8 8 9 10 11 -13 14 -15 15 -17 -18 18 -20 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=8.7146109489735649e-07 -7.2484702589766438e-07 -1.2743202476031003e-06 1.4028660598341957e-06 4.1209838665660449e-07 8.9854366210188763e-07 -5.431179307311983e-07 -6.9616208003253642e-07 -8.8804764566890779e-07 8.2764034084149042e-07 2.3853588356814727e-06 -2.3718776225223339e-06 2.9341671945766053e-07 3.1459952090190637e-07 -3.8934558460823609e-07 -1.0005101223163768e-06 -1.281391220411552e-06 1.3856383332124638e-06 1.9174809846266395e-06 -3.4455006587090039e-08 -1.0986496852677627e-06 -1.0164051836625278e-06 -1.0116404632753985e-06 2.6137340769153148e-06 1.0780642800736323e-06 -7.3186500197119106e-07 1.1727835217676504e-06 -8.112992024594486e-07 2.788110976216153e-07 4.7492985887724147e-07 -1.9269947174728309e-06
leaf_weight=21 21 25 20 30 22 27 25 23 38 20 20 29 21 20 36 31 27 22 2100 23 20 20 29 38 27 21 34 247 48 36
leaf_count=21 21 25 20 30 22 27 25 23 38 20 20 29 21 20 36 31 27 22 2100 23 20 20 29 38 27 21 34 247 48 36
internal_value=0 4.90196e-09 1.63536e-08 -4.16576e-07 7.10407e-09 -4.03725e-08 5.14124e-10 6.41616e-09 2.16178e-10 7.24406e-09 -3.62211e-09 -7.94459e-07 1.01194e-08 9.98007e-07 -4.09483e-09 -3.18576e-08 1.45978e-07 -1.51252e-08 4.40363e-10 4.09827e-07 1.98564e-07 4.2122e-07 6.72599e-07 1.03196e-06 3.26248e-07 6.37396e-08 3.40306e-09 8.20959e-08 -3.80653e-07 -1.10114e-06
internal_weight=0 3100 3018 82 2998 57 2976 2951 2930 2907 2869 49 2820 40 2780 2346 434 2315 2279 179 157 134 114 94 65 407 386 352 105 57
internal_count=3121 3100 3018 82 2998 57 2976 2951 2930 2907 2869 49 2820 40 2780 2346 434 2315 2279 179 157 134 114 94 65 407 386 352 105 57
is_linear=0
shrinkage=0.1


Tree=8031
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 42 401 1210 1210 42 130 1210 1205 130 2 130 130 2 3 52 402 403 132 132 394 12 16 15 403 42 1452 52
split_gain=9.91946e-10 3.16725e-09 1.87226e-09 9.50292e-09 1.43113e-09 2.14864e-09 1.78256e-09 9.50371e-09 9.42722e-09 7.00353e-09 2.99717e-09 1.49221e-09 6.16323e-09 4.98253e-09 4.92089e-09 4.23013e-09 6.38453e-09 4.79868e-09 3.86777e-09 2.99749e-09 3.5907e-09 1.9876e-09 5.02397e-09 2.3908e-09 1.8329e-09 1.85319e-09 1.81508e-09 1.79865e-09 1.51322e-09 1.93274e-09
threshold=0.11846000000000001 0.10480500000000002 -0.087199999999999986 0.087405000000000024 0.13522500000000001 -0.13847499999999999 -0.064799999999999983 0.088295000000000012 0.08610000000000001 -0.081369999999999984 1.0000000180025095e-35 0.085870000000000016 0.090425000000000019 0.087380000000000013 0.081715000000000024 0.092755000000000018 -0.094874999999999987 -0.24456499999999998 0.085065000000000016 -0.014954999999999998 -0.0065149999999999991 -0.083449999999999983 0.12358500000000001 0.091930000000000012 -0.046599999999999996 -0.10469999999999999 -0.5335399999999999 -0.074124999999999983 -0.073879999999999987 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 8 9 -7 11 14 13 -13 21 -14 -17 -18 19 -15 -21 23 26 -8 25 -19 -23 -27 -28 -30
right_child=-2 -3 4 -5 -6 6 10 -9 -10 -11 -12 12 15 18 -16 16 17 24 -20 20 -22 22 -24 -25 -26 27 28 -29 29 -31
leaf_value=-1.0260135303226327e-06 6.1509991444206835e-07 -1.0453155223801551e-06 8.2950435605946572e-07 1.7475827417949099e-06 -7.0458853503529599e-07 -1.3131959597310263e-07 -1.6407731987469346e-07 -2.3718225997981789e-06 -1.5852541059994491e-06 2.1720923354254492e-06 1.2269493163330481e-06 2.1878805823405402e-06 -1.4455274308404669e-06 3.2940973729485756e-08 -1.5505922005689043e-06 1.3409019133852217e-06 -1.6475764074254007e-06 5.4409955282608283e-07 -5.6622553925249298e-07 3.1368769149204518e-07 2.0434986751638462e-06 6.7734603165167514e-07 1.5098496341827492e-06 -1.2457885212050448e-06 7.4748405770227091e-07 -7.3482595094479362e-08 7.2498210333496567e-07 -1.2977693218306828e-06 2.0973193990099433e-08 -1.9784570290025929e-07
leaf_weight=21 26 29 31 30 29 33 84 20 24 22 20 20 23 30 21 29 22 20 27 21 28 38 22 27 24 28 27 21 1804 520
leaf_count=21 26 29 31 30 29 33 84 20 24 22 20 20 23 30 21 29 22 20 27 21 28 38 22 27 24 28 27 21 1804 520
internal_value=0 -5.16026e-09 4.67813e-09 6.05514e-07 -5.48526e-09 1.30442e-09 -7.38397e-09 -4.24546e-07 6.84353e-08 7.90045e-07 7.07648e-09 -1.52629e-09 2.12172e-07 7.40184e-07 -2.61482e-08 -1.86208e-07 1.49334e-08 -3.19441e-07 4.67033e-07 8.20173e-07 1.30215e-06 -1.34546e-08 5.59363e-09 -4.27196e-07 -5.25871e-09 -2.67082e-07 -8.25888e-09 -5.98177e-07 -1.93405e-08 -2.7988e-08
internal_weight=0 3095 3066 51 3015 2986 2955 99 79 55 2856 2836 293 126 2543 167 144 115 106 79 49 2522 2411 111 93 69 2389 49 2351 2324
internal_count=3121 3095 3066 51 3015 2986 2955 99 79 55 2856 2836 293 126 2543 167 144 115 106 79 49 2522 2411 111 93 69 2389 49 2351 2324
is_linear=0
shrinkage=0.1


Tree=8032
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 12 48 2 16 12 0 1213 1212 1213 1213 43 16 16 15 43 1212 52 401 401 402 402 1209 1213 0 43 403
split_gain=1.07889e-09 2.76932e-08 1.52806e-08 4.45234e-09 1.19759e-09 1.37206e-09 1.11418e-09 1.69083e-09 1.85545e-09 1.16012e-09 9.74285e-10 1.17268e-08 9.12167e-09 7.72757e-09 4.52879e-09 1.34706e-08 6.79894e-09 4.11549e-09 4.05979e-09 1.77636e-09 2.79824e-09 1.94645e-09 2.9265e-09 1.75572e-09 7.81015e-09 1.72575e-09 1.73157e-09 1.27846e-08 9.40386e-09 2.61413e-09
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.11527000000000001 0.086035000000000014 0.085045000000000023 -0.073404999999999984 0.088435000000000014 -0.087084999999999982 -0.085284999999999986 -0.089079999999999979 -0.087969999999999979 -0.090324999999999989 -0.0047449999999999992 -0.091354999999999978 -0.08947999999999999 0.088060000000000013 -0.03898999999999999 -0.063924999999999996 0.086965000000000015 -0.46360499999999999 -0.14320999999999998 -0.45454999999999995 -0.41103999999999991 -0.084519999999999984 0.093235000000000026 -0.086729999999999988 -0.010739999999999998 -0.55327499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 9 8 -8 -1 12 -12 13 14 16 -16 -4 -17 -18 20 -13 -21 -23 -24 -25 -26 29 -28 -29 -27
right_child=2 -3 10 -5 -6 -7 7 -9 -10 -11 11 19 -14 -15 15 17 18 -19 -20 21 -22 22 23 24 25 26 27 28 -30 -31
leaf_value=2.9606385197666897e-07 -2.6416157032310199e-06 3.7611441914009445e-06 -1.8185508982545192e-06 -1.557543007493223e-06 7.2512877544622398e-07 -8.3133504090039341e-07 1.2698436973680925e-07 -2.6927005879930653e-07 1.3880908815622206e-06 -6.5867436628000836e-07 -2.0134561517462036e-06 -1.0620406882821954e-07 1.6888270407175047e-06 -1.9252328104357731e-06 2.7237078760979628e-06 6.6890793192442289e-07 -6.6101809901889891e-07 -7.9436558451106978e-07 9.708139043229289e-07 -9.3891476508774352e-07 1.4744386914701732e-06 1.1286470463228001e-06 7.8295951766449434e-07 -1.981518052645015e-06 -7.5125547785622375e-07 -1.1432101509356585e-06 2.266474874090818e-06 -1.7492702130328799e-06 6.9155111406727981e-07 4.9529362993724736e-09
leaf_weight=20 22 20 24 20 21 21 28 34 20 35 29 24 35 20 23 40 30 37 31 22 21 23 28 20 30 20 27 27 38 2331
leaf_count=20 22 20 24 20 21 21 28 34 20 35 29 24 35 20 23 40 30 37 31 22 21 23 28 20 30 20 27 27 38 2331
internal_value=0 2.14025e-07 -1.61528e-08 -1.42469e-07 1.56399e-08 -7.86593e-08 3.67144e-08 2.70271e-07 6.52445e-07 -3.11497e-07 3.9028e-09 -1.3634e-08 1.96808e-07 -5.79274e-08 1.43943e-07 6.00101e-07 -3.92712e-07 -3.42235e-08 1.68274e-07 8.57774e-09 6.31429e-07 -2.34522e-09 5.75404e-09 -4.49052e-09 -1.33347e-08 2.58265e-09 1.18398e-08 4.37429e-07 -3.22329e-07 -4.81451e-09
internal_weight=0 219 2902 199 179 158 137 82 48 55 2880 2640 240 205 185 100 85 77 61 2611 45 2566 2544 2521 2493 2473 2443 92 65 2351
internal_count=3121 219 2902 199 179 158 137 82 48 55 2880 2640 240 205 185 100 85 77 61 2611 45 2566 2544 2521 2493 2473 2443 92 65 2351
is_linear=0
shrinkage=0.1


Tree=8033
num_leaves=31
num_cat=0
split_feature=156 472 1429 1429 1456 52 483 51 49 51 484 52 2 480 1446 160 131 1447 2 42 159 2 1428 1447 1446 403 457 15 0 1375
split_gain=9.20454e-10 1.74142e-09 9.33412e-10 1.31265e-09 1.32122e-09 3.84765e-09 1.53228e-09 1.69686e-09 9.76386e-09 1.51232e-09 1.43441e-09 4.20289e-09 1.51073e-09 1.35041e-09 1.64632e-09 1.53281e-09 2.14234e-08 1.52969e-08 5.06105e-09 1.25156e-08 8.84796e-09 3.88596e-09 1.93842e-09 2.82323e-09 8.343e-09 3.84612e-09 2.03002e-09 4.91684e-09 4.40116e-09 5.06303e-09
threshold=0.3248100000000001 -0.097514999999999977 0.12387000000000002 0.11475 0.10880000000000002 -0.0041199999999999995 -0.47181499999999993 -0.44986999999999994 0.10969000000000002 -0.42247999999999991 -0.22288999999999995 -0.023194999999999997 0.089320000000000024 0.11387000000000001 -0.073109999999999994 -0.40698999999999991 0.08956500000000002 0.022105000000000003 0.095040000000000013 0.087550000000000017 -0.025879999999999997 0.098035000000000011 -0.020064999999999996 -0.086424999999999988 0.085345000000000018 -0.57146499999999989 -0.081909999999999997 -0.089024999999999979 -0.089964999999999976 0.060690000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 8 -8 -9 11 12 -11 14 -12 16 17 18 19 20 -16 -20 -17 24 -24 -25 27 -27 29 -29
right_child=-2 2 -4 -5 5 -7 7 9 -10 10 13 -13 -14 -15 15 22 -18 -19 21 -21 -22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=9.3478066446550653e-07 -6.3027517408836107e-07 8.0307890092020304e-07 -6.5039766509884922e-07 8.1079340318979132e-07 1.9811140873571277e-07 -1.4458221121079382e-06 6.2851706549812055e-07 7.1737999216262933e-07 -2.1100546647452893e-06 -6.7595880357028084e-07 8.6620746710000923e-07 1.3341715532900005e-06 4.1277537889072845e-07 6.4788243804972836e-07 -8.5803334888409798e-07 -8.4466150469695464e-07 -3.3099049893453849e-06 2.6731318445172294e-06 1.5992494715533214e-06 -2.153976626554036e-06 1.6201762873606643e-06 -1.2284360109722577e-07 2.1002273073852012e-06 -1.3891650064579154e-06 -4.62242395668808e-07 -1.526215165650401e-06 2.5633394305008612e-08 -3.4622188612350635e-07 -6.0884891464440211e-07 1.7300528922888867e-06
leaf_weight=20 23 24 22 20 35 24 30 30 23 26 21 31 25 31 34 27 21 20 20 37 25 38 24 20 27 29 2304 24 63 23
leaf_count=20 23 24 22 20 35 24 30 30 23 26 21 31 25 31 34 27 21 20 20 37 25 38 24 20 27 29 2304 24 63 23
internal_value=0 4.68041e-09 -1.36313e-09 3.30924e-09 -2.01016e-09 -4.70607e-07 7.27679e-09 8.09043e-10 -5.5992e-07 1.10568e-08 3.67368e-09 4.159e-07 -1.42266e-07 -8.45062e-09 -1.58305e-08 -2.26005e-08 -2.92791e-07 7.13431e-08 -2.66551e-07 -7.12144e-07 1.92055e-07 4.70982e-07 -1.8657e-09 7.18581e-09 7.43626e-07 -8.06325e-09 3.24335e-09 -3.67884e-07 -6.25054e-08 6.69827e-07
internal_weight=0 3098 3078 3056 3036 59 2977 2953 53 2900 2870 82 51 2788 2757 2736 195 174 154 96 59 58 2541 2514 51 2463 2443 139 110 47
internal_count=3121 3098 3078 3056 3036 59 2977 2953 53 2900 2870 82 51 2788 2757 2736 195 174 154 96 59 58 2541 2514 51 2463 2443 139 110 47
is_linear=0
shrinkage=0.1


Tree=8034
num_leaves=31
num_cat=0
split_feature=1429 1417 156 1428 475 156 43 1371 1371 13 2 51 48 456 42 482 484 484 13 13 3 475 157 475 151 156 1456 4 1447 2
split_gain=1.05472e-09 1.98708e-09 1.59572e-09 2.78145e-09 1.18488e-09 2.33652e-09 9.36796e-10 6.82712e-09 6.00541e-09 3.12797e-09 1.14148e-08 9.84476e-09 9.32102e-09 9.28172e-09 8.724e-09 4.92457e-09 5.99215e-09 9.91944e-09 3.14777e-09 4.32299e-09 6.47666e-09 2.95613e-09 5.87484e-09 4.26507e-09 2.48296e-09 2.42551e-09 3.55952e-09 2.56295e-09 2.28263e-09 2.64008e-09
threshold=0.12521000000000002 -0.080324999999999994 0.3248100000000001 0.10024500000000001 -0.50059999999999982 -0.14064999999999997 -0.081944999999999976 0.083235000000000017 0.083235000000000017 -0.085744999999999988 0.085785000000000014 -0.025879999999999997 0.078735000000000013 0.087015000000000023 0.088200000000000014 0.098465000000000011 0.087020000000000014 0.10126500000000001 -0.084774999999999989 -0.083254999999999982 -0.083784999999999984 -0.08230999999999998 -0.082509999999999986 -0.080204999999999985 -0.14960499999999996 -0.065739999999999979 0.11253500000000001 -0.51843499999999987 0.056670000000000005 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 8 21 9 10 12 -12 -7 14 -13 16 18 -18 -11 20 -20 22 -8 -23 -21 -25 27 -27 29 -29
right_child=-2 2 -4 -5 5 6 7 -9 -10 15 11 13 -14 -15 -16 -17 17 -19 19 24 -22 23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-9.5166991849799329e-07 7.2386447186545416e-07 7.6696481528415454e-07 -8.8822866928239819e-07 1.1282762530646034e-06 -1.0093434609544879e-06 2.0272731849028484e-06 1.6826964023645514e-06 -1.7103695100217919e-06 1.6173801850527526e-06 -1.0456852197896059e-06 -2.4547875627452719e-06 -2.1297358292334439e-06 -7.5975254816285091e-07 1.1421484880916718e-06 4.0732511479291135e-07 -1.1132531187740824e-06 2.1220315093878047e-06 -5.8608990825416104e-07 -1.1788266376589446e-07 1.1094447808930723e-06 2.3657129315238091e-06 -1.4270698464067458e-06 4.9879799251080642e-08 8.5060454429983497e-07 2.4097014560901345e-08 -1.1238258875458824e-06 -1.2031741177382244e-06 1.8341643718623854e-07 -1.0756151590385344e-06 -7.7942357963652121e-08
leaf_weight=22 20 20 20 22 23 30 30 24 25 23 30 33 20 28 23 30 38 21 21 22 21 22 83 31 503 21 26 546 20 1323
leaf_count=22 20 20 20 22 23 30 30 24 25 23 30 33 20 28 23 30 38 21 21 22 21 22 83 31 503 21 26 546 20 1323
internal_value=0 -4.67003e-09 2.09645e-09 7.91747e-09 -1.984e-10 -5.284e-09 2.42921e-09 -3.33125e-08 8.99716e-08 4.46748e-08 -3.47275e-07 -8.99792e-07 9.12463e-07 -3.44436e-07 -1.08773e-06 1.39343e-07 1.97244e-07 1.15812e-06 1.01156e-07 1.47677e-07 1.12392e-06 -1.41643e-08 4.83371e-07 -4.24305e-08 6.95783e-08 -2.6944e-08 -4.09956e-08 -2.51754e-08 -1.29617e-08 -1.59035e-09
internal_weight=0 3101 3079 3059 3037 3017 2994 2126 868 843 164 114 50 84 56 679 649 59 590 567 42 2102 113 1989 525 1967 1936 1910 1889 1869
internal_count=3121 3101 3079 3059 3037 3017 2994 2126 868 843 164 114 50 84 56 679 649 59 590 567 42 2102 113 1989 525 1967 1936 1910 1889 1869
is_linear=0
shrinkage=0.1


Tree=8035
num_leaves=31
num_cat=0
split_feature=1348 448 151 447 1429 1447 472 160 160 2 13 475 475 12 1420 52 0 471 52 155 367 156 156 156 2 155 157 156 457 457
split_gain=8.72808e-10 3.01354e-09 1.49259e-09 2.40658e-09 1.01102e-09 3.53682e-09 2.69081e-09 2.71841e-09 4.71069e-09 2.35956e-09 4.51068e-09 4.3777e-09 3.024e-09 2.90056e-09 1.89871e-09 2.21743e-09 1.83098e-09 1.7318e-09 1.87905e-09 6.08847e-09 1.69e-09 1.46145e-09 1.68979e-09 8.18745e-09 4.87444e-09 2.4638e-09 2.44896e-09 4.40676e-09 1.89958e-09 5.24987e-09
threshold=0.095915000000000014 0.056825000000000007 -0.5666199999999999 0.091515000000000013 0.032755000000000006 -0.086849999999999997 -0.083144999999999983 -0.089744999999999978 -0.085579999999999976 0.090790000000000023 -0.082574999999999982 -0.082014999999999991 -0.084264999999999993 0.084795000000000023 -0.08341999999999998 -0.56368999999999991 -0.066089999999999996 0.091465000000000005 -0.55061999999999989 0.11854500000000001 -0.066164999999999988 0.11850000000000001 0.09747500000000002 0.092385000000000009 0.08708500000000001 0.10022500000000002 0.088145000000000015 0.089090000000000016 -0.081909999999999997 -0.067164999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 14 -6 -7 -8 -9 12 -11 -12 13 -10 -4 -16 -13 18 -17 20 -20 22 23 26 -24 -26 27 28 -22 -30
right_child=-2 -3 3 -5 5 6 7 8 9 10 11 16 -14 -15 15 17 -18 -19 19 -21 21 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=8.5738862026119018e-07 -6.2763509318260322e-07 1.1983185556476072e-06 9.2292260611113468e-07 -8.8592538641903719e-07 1.0673314785473546e-06 -1.2906276860273162e-06 6.2071653038249983e-07 -1.7791863962202115e-06 3.6960760423556037e-07 -1.6958537173206169e-06 9.4956793486744572e-07 -1.3513123169611227e-06 1.0220979747070186e-06 -1.0577308721337887e-06 -8.3041810686638443e-07 -7.0499214580700536e-07 -2.9286222726909725e-08 8.6585776119344848e-07 9.0096967391045404e-07 1.5755428657939777e-06 -3.9736033967991654e-07 -8.3057891732182954e-07 1.8116225623998619e-06 -2.0223730689394871e-06 -5.6354928291870181e-07 7.6806144780524248e-07 -8.6001996910667346e-07 1.1682542037976184e-06 1.4105930269444665e-06 7.8862903750356959e-09
leaf_weight=20 22 21 23 31 21 24 36 20 35 24 25 22 30 24 31 36 20 24 21 25 112 21 20 20 33 24 32 33 27 2264
leaf_count=20 22 21 23 31 21 24 36 20 35 24 25 22 30 24 31 36 20 24 21 25 112 21 20 20 33 24 32 33 27 2264
internal_value=0 4.46232e-09 -3.6829e-09 -9.3145e-09 -3.36984e-10 -1.81001e-07 -2.81828e-07 -1.79238e-07 -3.2323e-07 -1.61457e-07 -5.19515e-07 -9.81403e-08 2.04648e-07 -2.11005e-07 1.81505e-08 1.05083e-08 -7.21776e-07 2.0192e-08 1.25848e-08 2.23997e-08 7.50576e-09 2.5025e-10 7.05236e-09 -7.22649e-09 4.68426e-07 -2.87108e-09 9.10371e-09 2.05208e-08 4.75914e-09 2.44175e-08
internal_weight=0 3099 3078 3058 3027 281 260 236 200 180 91 67 89 59 2746 2723 42 2692 2668 2632 2607 2586 2565 2488 77 57 2468 2436 2403 2291
internal_count=3121 3099 3078 3058 3027 281 260 236 200 180 91 67 89 59 2746 2723 42 2692 2668 2632 2607 2586 2565 2488 77 57 2468 2436 2403 2291
is_linear=0
shrinkage=0.1


Tree=8036
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 12 13 15 1208 1208 1209 2 401 1210 1210 42 402 1205 403 15 1210 1212 1212 1212 130 2 4 2 43 3 4
split_gain=8.81359e-10 2.68094e-08 1.35552e-08 5.52984e-09 1.03526e-09 1.21487e-09 1.49609e-09 9.22677e-10 2.55907e-09 1.65246e-09 9.18758e-09 2.073e-09 2.2953e-09 1.79406e-09 6.97637e-09 3.97784e-09 2.35124e-09 1.37877e-09 1.001e-08 1.8822e-09 1.60465e-09 2.23697e-09 2.09531e-09 1.24093e-09 6.05792e-09 4.72974e-09 3.85371e-09 5.35625e-09 1.13398e-08 4.84064e-09
threshold=-0.083284999999999984 0.089480000000000018 0.12358500000000001 0.10022000000000002 0.11527000000000001 0.054800000000000008 0.090325000000000003 0.11846000000000001 0.10480500000000002 -0.087714999999999987 0.084715000000000013 0.13571500000000003 -0.13847499999999999 -0.064799999999999983 0.087075000000000014 -0.092414999999999983 1.0000000180025095e-35 -0.52917499999999984 0.087575000000000014 -0.018549999999999994 0.13795000000000002 0.11796000000000001 0.10703000000000001 0.085870000000000016 0.08919500000000001 -0.085409999999999986 0.11510000000000002 -0.095049999999999982 -0.096099999999999977 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 6 -1 8 9 10 -2 12 -11 14 15 -14 17 18 -15 -19 21 22 23 -21 25 -25 27 28 -26 -29
right_child=2 -3 -4 -5 -6 -7 -8 -9 -10 11 -12 -13 13 16 -16 -17 -18 19 -20 20 -22 -23 -24 24 26 -27 -28 29 -30 -31
leaf_value=-1.0087813717971393e-07 -6.305960958478089e-07 3.5908243711717317e-06 -2.6089979576227056e-06 -1.7434774895264129e-06 6.6966748428447847e-07 -7.3278447274560678e-07 8.3744108053451788e-07 6.2085445099076724e-07 -9.3638660612684589e-07 8.7573995415368706e-07 2.1582831033399651e-06 -9.2760534660859183e-07 -9.0452244826930998e-07 -9.1164473337812529e-07 -1.9410862893457068e-06 7.8840976811989096e-07 1.0905887188528141e-06 -9.7431811724391087e-07 1.8908594571397634e-06 -2.71707993412121e-08 8.9178803648337639e-07 -8.8070268608636729e-07 9.3252293424939132e-07 2.232983204175114e-06 2.774268429438171e-07 4.4463005860961864e-07 8.8034603996439497e-07 -5.1318428859303824e-07 -2.8982272769181612e-06 1.4370369203220437e-06
leaf_weight=113 27 21 20 20 21 24 20 24 29 30 21 24 23 25 23 35 20 20 26 2284 20 29 24 21 23 50 27 35 22 20
leaf_count=113 27 21 20 20 21 24 20 24 29 30 21 24 23 25 23 35 20 20 26 2284 20 29 24 21 23 50 27 35 22 20
internal_value=0 1.93441e-07 -1.46019e-08 -1.66888e-07 1.02572e-08 -7.79442e-08 4.02225e-08 3.40223e-09 -1.78281e-09 7.79778e-09 5.89539e-07 -2.24305e-09 5.81233e-09 -3.75783e-09 -4.67341e-07 1.17075e-07 1.04335e-08 2.20689e-09 5.17083e-07 -7.99065e-09 -4.26448e-10 -7.46562e-09 2.63968e-09 -6.35194e-09 2.33801e-07 9.7358e-07 -1.79776e-07 -4.66009e-07 -1.27512e-06 1.95987e-07
internal_weight=0 219 2902 198 178 157 133 2882 2858 2829 48 2781 2757 2727 81 58 2646 2626 51 2575 2555 2535 2506 2482 198 71 127 100 45 55
internal_count=3121 219 2902 198 178 157 133 2882 2858 2829 48 2781 2757 2727 81 58 2646 2626 51 2575 2555 2535 2506 2482 198 71 127 100 45 55
is_linear=0
shrinkage=0.1


Tree=8037
num_leaves=31
num_cat=0
split_feature=394 1429 1420 1429 474 1420 471 475 474 0 474 1455 0 1429 12 156 474 4 156 4 2 156 1429 156 1371 1374 1 1373 376 151
split_gain=1.03835e-09 8.89736e-10 1.94458e-09 1.45308e-09 1.34262e-09 2.10386e-09 2.27926e-09 1.24941e-09 1.11018e-09 3.73089e-09 1.84328e-09 1.10884e-09 2.34181e-09 1.37574e-09 6.56386e-09 1.67839e-09 4.84332e-09 7.72887e-09 4.02885e-09 1.75986e-09 4.15396e-09 1.37494e-09 7.74267e-09 6.00089e-09 3.26923e-09 4.47385e-09 1.51377e-08 2.57641e-09 1.84007e-09 2.35426e-09
threshold=0.264685 0.12521000000000002 -0.086589999999999986 0.11475 -0.26322499999999993 1.0000000180025095e-35 0.094575000000000006 0.12518500000000002 -0.090834999999999985 -0.087794999999999998 -0.031869999999999989 -0.11962499999999998 -0.082184999999999994 -0.026244999999999997 0.085325000000000012 0.091255000000000017 0.088820000000000024 0.50996500000000011 0.089770000000000016 -0.052259999999999994 0.095040000000000013 0.087720000000000006 0.084770000000000012 0.087400000000000019 0.084775000000000017 0.087110000000000007 0.090130000000000016 0.075690000000000021 0.084620000000000015 -0.089309999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 9 -6 -10 12 -12 14 -13 18 19 -18 21 -17 -21 23 -23 24 25 27 -27 28 29 -15
right_child=-2 -3 3 -5 5 -7 -8 -9 10 -11 11 13 -14 15 -16 16 17 -19 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-9.6849605489253365e-07 6.4188669625764304e-07 6.5964615714619878e-07 -8.2580047774172275e-07 7.5634930468027057e-07 5.1624998661736757e-07 9.7057664085944223e-07 -1.0250231266116895e-06 7.651979403804144e-07 8.3697751427700079e-07 -1.3161804188257522e-06 -2.5432319243160845e-07 -1.6995059104374379e-06 1.11551326070342e-06 3.8035031048409516e-07 5.2979456281069106e-07 -9.2080355009536352e-07 2.1848202883465374e-06 -1.444367078257918e-07 -1.4394107566317872e-06 -8.195470484308856e-07 8.2130161141138728e-07 1.5303315764233123e-06 -9.7324048814092148e-07 -1.750322139741911e-06 -1.1269101978410408e-06 3.0147794257118221e-06 -7.8649236251751822e-07 -8.3423741862612875e-07 4.2938331556618499e-07 -4.6897243406015027e-08
leaf_weight=21 25 20 20 25 20 22 22 21 26 25 24 25 26 137 28 22 29 28 20 27 36 30 21 20 26 20 22 38 94 2201
leaf_count=21 25 20 20 25 20 22 22 21 26 25 24 25 26 137 28 22 29 28 20 27 36 30 21 20 26 20 22 38 94 2201
internal_value=0 -5.18019e-09 -9.50286e-09 -2.91076e-09 -9.17528e-09 -3.7492e-09 -1.0923e-08 -3.40097e-09 -8.88164e-09 -5.01767e-07 -1.23342e-09 -8.8164e-09 4.57992e-07 -1.70814e-08 -5.21762e-07 -7.42856e-09 3.27443e-07 1.04062e-06 -2.5516e-08 -1.50807e-07 1.18081e-07 -1.46774e-08 4.99449e-07 -2.49277e-08 -1.13313e-08 2.15337e-10 1.02364e-06 -1.7187e-08 -4.42056e-09 -2.18618e-08
internal_weight=0 3096 3076 3055 3030 3010 2988 2966 2945 45 2900 2874 50 2824 53 2771 142 57 2629 85 63 2609 51 2558 2538 2512 42 2470 2432 2338
internal_count=3121 3096 3076 3055 3030 3010 2988 2966 2945 45 2900 2874 50 2824 53 2771 142 57 2629 85 63 2609 51 2558 2538 2512 42 2470 2432 2338
is_linear=0
shrinkage=0.1


Tree=8038
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1206 1210 41 41 3 97 374 104 120 13 130 4 12 9 33 9 9 9 0 13 13 13 12 1 475 51 1429
split_gain=9.8892e-10 7.43639e-09 4.11633e-09 8.92862e-10 1.22941e-09 8.63968e-10 3.6289e-09 3.41301e-09 1.01558e-09 2.50714e-09 1.64768e-09 1.65074e-09 1.73953e-09 1.12704e-08 7.96616e-09 1.70583e-09 1.56554e-09 3.65539e-09 4.13966e-09 1.38446e-09 2.16374e-09 1.46723e-09 3.79492e-09 6.39368e-09 3.3253e-09 2.39647e-09 4.17524e-09 7.16427e-09 7.14518e-09 3.43145e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 1.0000000180025095e-35 0.24726500000000004 0.088520000000000015 0.082735000000000017 -0.098469999999999988 -0.086464999999999986 0.08987500000000001 0.088500000000000009 0.088020000000000015 0.24813000000000004 -0.23123999999999997 0.0037800000000000004 0.090995000000000006 0.092890000000000014 -0.009184999999999997 0.084755000000000011 -0.085744999999999988 -0.013509999999999999 -0.043914999999999989 -0.061684999999999997 -0.13710499999999998 -0.014169999999999999 0.098330000000000015 0.10337500000000001 -0.0070399999999999994 0.035765000000000012 -0.026244999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 8 -7 -3 10 11 12 13 -10 15 -14 17 -15 19 -19 -21 -22 23 -23 -24 26 28 -28 29 -26
right_child=1 3 -4 -5 -6 7 -8 -9 9 -11 -12 -13 14 16 -16 -17 -18 18 -20 20 21 22 24 -25 25 -27 27 -29 -30 -31
leaf_value=-3.9813967594946546e-08 1.8905504865480389e-06 -6.7909013071440238e-07 -1.3368491896211969e-06 -6.6392303324391841e-07 7.0475147265369741e-07 2.1962037844541309e-07 1.207890816658619e-06 -1.3316207752930734e-06 2.3857873719634882e-06 8.8301192207040919e-07 -9.1165456709063627e-07 -8.8372676930789787e-07 8.7946214136991326e-07 -1.3206957029459382e-06 -2.1292712815357801e-06 -2.3048722672077325e-07 6.4836789611216306e-07 -8.1701161672667483e-07 1.3111897951982125e-06 9.6377220561704324e-07 -3.9581111061885022e-08 1.0279614331112598e-07 -1.1502332871383592e-06 2.2666438781016043e-06 -1.203351462208957e-06 7.7137098338290402e-07 5.8944541854089039e-07 -1.627002680574411e-06 2.0428475426115256e-06 2.9452722156537888e-07
leaf_weight=194 21 22 28 20 25 37 25 23 20 32 20 21 20 21 21 45 37 21 24 23 2129 36 22 22 20 47 25 35 20 65
leaf_count=194 21 22 28 20 25 37 25 23 20 32 20 21 20 21 21 45 37 21 24 23 2129 36 22 22 20 47 25 35 20 65
internal_value=0 1.55873e-08 -2.03404e-07 1.90616e-09 6.56557e-09 4.04381e-10 8.52756e-09 -3.75022e-07 -2.38367e-09 3.07764e-09 -7.37444e-09 -6.10936e-10 6.37943e-09 2.12006e-08 -4.36016e-07 1.11036e-07 2.633e-09 -6.8858e-09 4.19898e-09 -8.52629e-09 -1.5794e-09 -1.07504e-08 1.99457e-07 9.23566e-07 1.99767e-08 1.41414e-07 -3.80289e-08 -7.03483e-07 3.4223e-07 -5.79148e-08
internal_weight=0 2899 222 2878 2858 2833 2773 60 2748 2726 2694 2674 2653 2567 86 65 2547 2510 2489 2465 2444 2421 292 58 234 212 165 60 105 85
internal_count=3121 2899 222 2878 2858 2833 2773 60 2748 2726 2694 2674 2653 2567 86 65 2547 2510 2489 2465 2444 2421 292 58 234 212 165 60 105 85
is_linear=0
shrinkage=0.1


Tree=8039
num_leaves=31
num_cat=0
split_feature=130 12 15 2 147 49 150 49 49 49 3 150 151 151 2 150 2 160 34 10 4 34 9 2 49 43 1375 1375 1375 1375
split_gain=9.41685e-10 1.93805e-09 9.34753e-10 1.817e-09 1.18952e-09 1.13823e-09 3.02661e-09 2.10827e-09 1.75402e-09 1.48263e-09 6.67104e-09 5.48386e-09 3.19247e-09 9.11355e-09 7.90849e-09 3.61719e-09 3.7386e-09 2.90014e-09 2.36707e-09 3.62554e-09 2.17347e-08 3.72949e-09 2.54603e-09 6.32998e-09 1.70836e-09 1.57207e-09 1.44336e-09 1.84293e-09 3.6364e-09 1.55069e-09
threshold=-0.22699999999999995 0.23631000000000002 0.17980000000000004 0.10327000000000001 0.10361000000000002 -0.14715999999999999 0.085395000000000013 -0.10774499999999999 -0.088694999999999982 -0.045154999999999994 0.11924500000000002 0.12640500000000002 -0.078349999999999989 -0.019324999999999998 0.090790000000000023 0.087865000000000013 0.089525000000000007 0.086870000000000017 -0.08786999999999999 -0.011559999999999999 0.053180000000000012 -0.057544999999999992 0.088235000000000022 -1.0000000180025095e-35 -0.016249999999999997 -0.080554999999999974 0.089070000000000024 0.08456000000000001 0.083830000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -7 -9 10 12 18 15 -14 -15 17 -17 25 -11 20 -20 -21 23 -23 -25 -10 27 28 29 -26
right_child=1 -3 3 -5 -6 7 -8 8 9 11 -12 -13 13 14 -16 16 -18 -19 19 21 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-5.9931695503770209e-07 -1.099784378077333e-06 9.8622934473269209e-07 1.1570141214178877e-06 -1.5995500565292211e-07 -6.9478399154832016e-07 9.4091381382573535e-07 2.014488048601857e-07 -6.8432810007988265e-07 8.9270682573008102e-07 1.0590130727905489e-06 1.616876915572756e-06 -1.4865183478605106e-06 -2.1351523603540122e-06 1.5450554298486925e-06 -1.1474239920516995e-06 9.9085895133299581e-08 1.6276874019283128e-06 -1.0686305770205942e-06 -3.1831591414906466e-06 1.3381668298149766e-06 7.5222585438597084e-07 1.628251360585864e-06 -8.3496263272309088e-07 7.463241475610024e-07 -1.1093587213307065e-08 -3.3228987604161377e-07 -7.1420455626515645e-07 6.7734342602913491e-07 -1.2403794848125927e-06 8.3244102959476794e-07
leaf_weight=26 33 20 20 22 25 24 39 37 22 21 31 25 23 24 20 32 32 24 23 21 36 24 36 30 2317 20 29 39 24 22
leaf_count=26 33 20 20 22 25 24 39 37 22 21 31 25 23 24 20 32 32 24 23 21 36 24 36 30 2317 20 29 39 24 22
internal_value=0 5.02493e-09 -1.35688e-09 4.67173e-07 -7.84493e-09 -2.13567e-09 -3.9495e-07 7.49738e-09 -1.95617e-10 8.60887e-09 2.53293e-07 -1.24671e-08 3.87193e-08 -5.22025e-07 3.21201e-07 3.27718e-07 8.63387e-07 -1.91718e-07 1.58755e-09 -6.94991e-09 -7.81907e-07 1.10369e-08 -1.81209e-11 1.20777e-08 -3.68349e-09 3.09375e-07 -1.2939e-08 -4.47246e-09 -1.57255e-08 -3.15953e-09
internal_weight=0 3095 3075 42 3033 3008 72 2936 2912 2875 228 2647 197 67 44 130 64 66 2622 2601 59 2542 2521 2485 2461 42 2431 2402 2363 2339
internal_count=3121 3095 3075 42 3033 3008 72 2936 2912 2875 228 2647 197 67 44 130 64 66 2622 2601 59 2542 2521 2485 2461 42 2431 2402 2363 2339
is_linear=0
shrinkage=0.1


Tree=8040
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 131 400 130 42 30 45 46 1426 1428 1428 1452 158 43 43 160 160 3 4 484 484 484 158 482 121 12 42
split_gain=9.03034e-10 2.46511e-08 1.39285e-08 4.83441e-09 9.53445e-10 1.60793e-09 1.37991e-09 1.80433e-09 8.81926e-10 8.45422e-10 1.50428e-09 1.37192e-09 1.96835e-09 1.4575e-09 9.53604e-10 1.39393e-09 4.17512e-09 5.58519e-09 1.76121e-09 1.34246e-09 4.08365e-09 2.47308e-09 1.72038e-09 1.56946e-09 2.21644e-09 2.5493e-09 1.92584e-09 3.89146e-09 3.42453e-09 2.16386e-09
threshold=-0.083284999999999984 0.097510000000000013 0.12679500000000002 0.089480000000000018 -0.076979999999999979 0.10782000000000001 0.0032450000000000001 -0.085874999999999993 0.099000000000000019 0.10331000000000001 0.083550000000000013 -0.094284999999999994 0.10539000000000001 0.092095000000000024 0.11096000000000002 0.11245500000000001 -0.011694999999999999 -0.078139999999999973 0.3961050000000001 0.11055500000000001 0.088060000000000013 -0.010655 -0.22288999999999995 -0.14735999999999996 -0.093244999999999981 -0.46695499999999995 0.090355000000000005 -0.094339999999999993 0.09320500000000001 0.089245000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 -1 6 -6 -8 9 10 11 -2 13 14 15 18 17 -17 19 22 21 -21 -13 -24 -25 -26 27 -27 29 -28
right_child=2 -3 -4 -5 5 -7 7 -9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 20 -22 -23 23 24 25 26 28 -29 -30 -31
leaf_value=5.018294050529448e-07 7.9527893087122891e-07 3.3706202860240744e-06 -2.6446504948296481e-06 -1.6324447151916388e-06 -2.0933220774065672e-07 -7.672593836042356e-07 -1.2081504050713747e-07 1.1459285032473913e-06 -6.2725342980291487e-07 5.1943907237728131e-07 -8.6164754847573027e-07 8.0568208423520219e-07 -9.8600310764140883e-07 8.023662896297755e-07 5.1427114489873322e-07 -1.0617905572871678e-06 -1.3544293210780249e-06 8.8385042131575467e-07 7.2460178561119826e-07 -6.1358400837245135e-07 -1.6374854078549105e-06 8.7238606413718255e-07 -8.3775258639723855e-07 8.7971377892331327e-07 -1.0475309597369607e-06 -1.3635616769967048e-06 4.3193121896933921e-07 3.9350025395995084e-09 1.5404458033365452e-06 -7.6914050225695976e-07
leaf_weight=32 22 22 20 20 71 29 23 22 22 32 20 27 20 23 36 25 30 36 34 24 20 21 22 29 23 21 60 2293 22 20
leaf_count=32 22 22 20 20 71 29 23 22 22 32 20 27 20 23 36 25 30 36 34 24 20 21 22 29 23 21 60 2293 22 20
internal_value=0 1.95808e-07 -1.47777e-08 -1.5874e-07 7.7803e-09 -1.01251e-07 6.52508e-08 4.98482e-07 3.47258e-09 8.32432e-09 2.54084e-09 8.69603e-09 2.48468e-09 9.6321e-09 2.98504e-09 -3.81448e-09 -3.88561e-07 8.64566e-08 9.56928e-09 1.53666e-10 -4.48548e-07 7.98687e-08 1.17411e-08 3.13212e-09 1.06278e-08 2.94311e-10 1.02695e-08 -8.4753e-09 4.35518e-07 1.31663e-07
internal_weight=0 219 2902 197 177 145 116 45 2882 2860 2828 2808 2786 2766 2743 2707 91 61 2616 2582 65 45 2517 2490 2468 2439 2416 2314 102 80
internal_count=3121 219 2902 197 177 145 116 45 2882 2860 2828 2808 2786 2766 2743 2707 91 61 2616 2582 65 45 2517 2490 2468 2439 2416 2314 102 80
is_linear=0
shrinkage=0.1


Tree=8041
num_leaves=31
num_cat=0
split_feature=393 1186 394 390 133 1182 45 0 1429 156 1429 1429 49 1429 1371 15 1429 481 16 133 157 1429 484 39 4 9 3 9 2 104
split_gain=1.14126e-09 9.1985e-10 9.11745e-10 8.74037e-10 3.36015e-09 1.08813e-09 8.43459e-10 6.92475e-09 2.07911e-09 3.06181e-09 1.35395e-09 9.26986e-10 6.96059e-09 5.19896e-09 4.2277e-09 6.07693e-09 2.95849e-09 2.52462e-09 3.61792e-09 2.73906e-09 4.45149e-09 2.91387e-09 3.04848e-09 1.65542e-09 6.06696e-09 2.90823e-09 1.61032e-08 3.73647e-09 1.54628e-09 1.20386e-09
threshold=0.11333500000000001 -0.10142499999999997 -0.14580499999999996 0.087590000000000015 -0.088234999999999994 0.084455000000000016 0.084355000000000013 -0.14723999999999998 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.083715000000000026 0.11042000000000002 0.083985000000000018 0.081810000000000008 -0.045854999999999993 0.057970000000000008 -0.081334999999999977 -0.013024999999999998 0.08653000000000001 -0.076494999999999994 0.092020000000000005 0.087235000000000021 -1.0000000180025095e-35 0.055260000000000011 0.091600000000000015 -0.014944999999999998 0.085555000000000006 0.10981000000000002 0.088500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 8 -8 -4 10 -10 14 13 -13 16 -16 23 -15 -19 21 -21 22 -20 24 -12 27 -27 29 -23 -25
right_child=-2 2 3 4 -6 -7 7 -9 9 -11 11 12 -14 17 15 -17 -18 18 19 20 -22 28 -24 25 -26 26 -28 -29 -30 -31
leaf_value=6.5312837808137601e-07 5.6780873592288117e-07 -4.8526991619723953e-07 -1.0290931973599981e-06 1.3116281934344444e-06 -4.3613735995636075e-07 -7.1190912752750934e-07 1.784167597222785e-06 -6.0022823784665573e-07 -8.1459045412928041e-07 1.2270238994460669e-06 1.863162716680173e-06 1.3644208526860288e-06 -1.8903382778293318e-06 8.8324160628872051e-07 -1.9388163846914807e-07 2.1565397826283186e-06 -1.1619550527732579e-06 -1.1722831527587114e-06 -3.2707170174870884e-07 1.3342498881495981e-06 -5.0688684325450597e-07 -2.8695388594814276e-07 -1.8594402490634821e-06 1.6286261224038957e-09 -3.8534836517913258e-07 1.0048102371911227e-06 -2.621617994276922e-06 1.3348528985564676e-06 8.642975282668886e-07 -7.7746358613239867e-07
leaf_weight=21 35 40 20 22 22 22 21 29 21 20 21 24 22 20 22 22 22 38 37 29 24 28 20 2381 28 25 24 21 20 20
leaf_count=21 35 40 20 22 22 22 21 29 21 20 21 24 22 20 22 22 22 38 37 29 24 28 20 2381 28 25 24 21 20 20
internal_value=0 -6.44969e-09 -1.09688e-08 -4.69708e-09 4.37745e-07 -1.12276e-08 -6.01807e-09 4.01218e-07 -1.30177e-08 -5.98356e-09 -1.45789e-08 -8.67998e-09 -1.87918e-07 -3.18628e-08 9.47949e-09 9.81329e-07 -7.34246e-09 -1.87005e-07 -2.96214e-07 -8.55143e-08 5.00528e-07 -3.81326e-07 -8.64745e-07 2.73749e-09 5.78299e-07 -8.67591e-09 -7.714e-07 6.75491e-09 1.92734e-07 -4.8611e-09
internal_weight=0 3086 3065 3025 44 2981 2959 50 2909 2889 2869 2848 262 240 2586 44 2542 216 196 158 53 105 57 2520 49 2471 49 2422 48 2401
internal_count=3121 3086 3065 3025 44 2981 2959 50 2909 2889 2869 2848 262 240 2586 44 2542 216 196 158 53 105 57 2520 49 2471 49 2422 48 2401
is_linear=0
shrinkage=0.1


Tree=8042
num_leaves=31
num_cat=0
split_feature=393 156 475 45 46 1456 160 1456 1443 483 482 160 12 12 142 43 14 1 157 0 1184 1446 105 33 3 48 3 150 2 150
split_gain=9.24426e-10 9.03657e-10 1.64122e-09 9.01008e-10 1.1257e-09 1.36444e-09 4.44512e-09 2.05555e-09 1.29095e-09 2.06724e-09 1.69243e-09 2.03177e-09 1.87945e-09 5.06872e-09 4.08994e-09 3.78215e-09 2.0233e-09 5.68726e-09 2.4127e-09 1.89318e-09 1.48344e-09 1.33701e-09 1.2528e-09 1.78513e-09 1.24276e-09 3.14998e-09 4.93043e-09 4.87622e-09 3.9233e-09 5.03273e-09
threshold=0.11333500000000001 0.3248100000000001 0.13528000000000004 0.10331000000000001 0.083550000000000013 0.11510000000000002 -0.046074999999999991 0.10795500000000001 0.090755000000000016 -0.47181499999999993 -0.23722499999999996 0.3961050000000001 0.12757000000000002 0.14472000000000004 -0.057499999999999989 -0.23714499999999997 -1.0000000180025095e-35 0.111945 -0.074759999999999979 -0.073309999999999986 0.089075000000000015 0.10060500000000001 0.079510000000000011 -0.0066799999999999993 0.0068900000000000012 -0.072824999999999987 0.11924500000000002 0.11648500000000002 0.08647500000000001 0.087380000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 9 -1 -11 12 14 -14 -12 -15 17 -16 -19 -20 21 22 23 -18 -25 26 -26 28 -27 -30
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 10 11 -13 13 15 16 -17 20 18 19 -21 -22 -23 -24 24 25 27 -28 -29 29 -31
leaf_value=9.8655495895356946e-07 5.110312359387795e-07 -6.3027524922053215e-07 8.7989328351665931e-07 5.2916820821689817e-07 -7.423127833644253e-07 1.6462071153000579e-06 -3.7238037530566241e-07 -1.0016766866881103e-06 -6.6138413634083312e-07 -7.9722836003552576e-07 1.3936843396593414e-06 8.1684925720063957e-07 -1.7806708249488359e-06 1.0738706607970102e-06 -1.9107052810882343e-06 -6.0637547559235217e-07 8.267759155317505e-07 7.7709603658604469e-07 3.364383880060424e-07 -8.5830005850261336e-07 8.4688215446519838e-07 7.4593150714008524e-07 -7.7314864456855595e-07 -3.3326996849805243e-08 -1.541707567980666e-06 8.1659746391388974e-07 5.3675232788377582e-07 1.6950209343398773e-06 1.9726964828775926e-07 -1.0885526843427025e-06
leaf_weight=21 35 23 21 31 21 20 24 21 30 27 21 30 22 21 21 37 26 24 21 36 21 24 21 2192 25 70 21 23 153 38
leaf_count=21 35 23 21 31 21 20 24 21 30 27 21 30 22 21 21 37 26 24 21 36 21 24 21 2192 25 70 21 23 153 38
internal_value=0 -5.80264e-09 -1.11349e-09 -7.19539e-09 -1.27176e-08 -7.59332e-09 5.45159e-07 -1.5849e-08 -8.77122e-09 -2.0084e-09 -9.23172e-09 -1.75862e-09 -1.04765e-08 -4.88242e-07 3.48816e-09 1.9895e-09 -7.26078e-09 -4.44197e-07 -6.39912e-08 -4.18133e-07 9.78876e-09 3.00937e-09 -3.93112e-09 2.40858e-09 -6.09005e-09 1.74829e-07 -5.92845e-07 2.99171e-07 1.76165e-07 -5.85484e-08
internal_weight=0 3086 3063 3042 3011 2990 44 2946 2925 2895 2874 2847 2817 80 2737 58 2716 102 81 57 2614 2593 2569 2548 2522 330 46 284 261 191
internal_count=3121 3086 3063 3042 3011 2990 44 2946 2925 2895 2874 2847 2817 80 2737 58 2716 102 81 57 2614 2593 2569 2548 2522 330 46 284 261 191
is_linear=0
shrinkage=0.1


Tree=8043
num_leaves=31
num_cat=0
split_feature=1348 448 151 447 457 4 1 52 13 52 457 130 42 1456 43 1451 1455 3 153 482 160 482 39 13 51 3 12 3 12 43
split_gain=1.03096e-09 2.14258e-09 1.40857e-09 2.24012e-09 9.66356e-10 3.41282e-09 3.90806e-09 1.12484e-08 6.50861e-09 3.68729e-09 1.70859e-09 1.34977e-09 1.73205e-09 1.22559e-09 3.19658e-09 1.62104e-09 1.63955e-09 2.22534e-09 1.52702e-09 1.35428e-09 4.68993e-09 2.25076e-09 1.32287e-09 2.45318e-09 1.59816e-09 8.45124e-09 8.01307e-09 1.02826e-08 5.28376e-09 4.58407e-09
threshold=0.095915000000000014 0.056825000000000007 -0.5666199999999999 0.091515000000000013 0.08457000000000002 0.033845000000000007 0.089770000000000016 -0.065544999999999978 -0.08231999999999999 -0.089199999999999988 0.083570000000000019 -0.22699999999999995 0.15021500000000002 0.11510000000000002 -0.064334999999999989 0.091400000000000009 -0.14432499999999995 -0.082794999999999994 0.082840000000000011 0.11191500000000001 -0.072114999999999985 0.098465000000000011 0.11365500000000002 -0.071554999999999994 -0.21316999999999997 0.0041950000000000008 0.089085000000000011 -0.094874999999999987 0.096525000000000014 -0.072269999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 6 8 -8 -6 -10 11 -4 13 15 -15 16 17 -13 19 21 -21 22 24 -24 25 26 -18 -28 -29 -30
right_child=-2 -3 3 -5 5 -7 7 -9 9 -11 -12 12 -14 14 -16 -17 18 -19 -20 20 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=8.3446197095327091e-07 -6.821394513487824e-07 1.0115025101445749e-06 -7.3665820514179361e-07 -8.5324556893752863e-07 1.4346778315980787e-06 -6.443534133333223e-07 2.1705334417118946e-06 -6.9956138834082928e-07 4.1821420492196703e-07 -1.2871104289935432e-06 -8.1948412505775765e-07 1.2785050103047979e-06 7.3289288788913613e-07 1.3348814748140919e-06 -3.5118049714293935e-07 -9.1255975803505868e-07 -1.5745980276777188e-06 -1.1256475172261993e-07 -7.6739075314822851e-07 5.0080918212881359e-07 -1.5884692231470479e-06 8.3118925262581913e-07 1.7872062287659946e-07 -1.3687844852938724e-06 -2.4047164353141882e-08 2.0763444639541102e-06 2.3100862325587844e-06 -1.303359454141173e-06 1.552107849533968e-06 -2.6172839749518209e-07
leaf_weight=20 22 21 25 31 22 35 36 22 21 32 26 23 32 23 22 20 26 23 27 21 22 32 21 20 2365 23 22 26 22 38
leaf_count=20 22 21 25 31 22 35 36 22 21 32 26 23 32 23 22 20 26 23 27 21 22 32 21 20 2365 23 22 26 22 38
internal_value=0 4.8443e-09 -2.02373e-09 -7.49454e-09 1.16694e-09 2.34252e-07 4.65464e-07 1.08188e-06 -1.12283e-08 -6.11416e-07 -1.25296e-08 -5.1237e-09 1.38925e-09 -7.04307e-09 5.10585e-07 -1.55723e-08 -8.95488e-09 5.8297e-07 -1.9172e-08 -1.15139e-08 -5.68124e-07 -2.29072e-09 -1.2697e-08 -5.7616e-07 -3.53685e-09 3.05424e-07 1.46042e-09 3.80882e-07 -1.12635e-07 4.03345e-07
internal_weight=0 3099 3078 3058 3027 168 133 58 75 53 2859 2833 2808 2776 45 2731 2711 46 2665 2638 43 2595 2563 41 2522 157 134 108 86 60
internal_count=3121 3099 3078 3058 3027 168 133 58 75 53 2859 2833 2808 2776 45 2731 2711 46 2665 2638 43 2595 2563 41 2522 157 134 108 86 60
is_linear=0
shrinkage=0.1


Tree=8044
num_leaves=31
num_cat=0
split_feature=447 46 46 1426 1426 1429 52 475 47 47 47 393 1455 2 1455 1420 472 49 1429 483 483 0 480 1 1 480 50 0 2 3
split_gain=9.15119e-10 9.12482e-10 1.07263e-09 1.098e-09 1.61377e-09 1.37233e-09 4.74853e-09 8.80447e-09 1.03011e-09 8.10106e-09 5.08985e-09 1.3921e-09 1.23231e-09 4.61803e-09 3.43666e-09 1.53028e-09 1.65905e-09 3.85508e-09 3.53727e-09 2.59369e-09 8.09688e-09 7.27499e-09 2.33734e-09 2.38692e-09 3.09348e-08 6.44538e-09 3.93583e-09 3.85408e-09 3.61198e-09 3.53914e-09
threshold=0.097325000000000009 0.10987500000000001 0.083550000000000013 -0.094284999999999994 -0.061919999999999996 -0.054654999999999988 -0.085264999999999994 0.05680000000000001 0.092710000000000015 0.09585500000000001 0.090100000000000013 0.11333500000000001 -0.097209999999999977 0.088300000000000003 -0.089344999999999994 -0.085599999999999996 -0.065034999999999996 0.08610000000000001 0.052280000000000007 0.10143000000000001 0.096720000000000014 -0.066689999999999985 0.11471500000000003 0.092235000000000025 0.093100000000000002 0.094055000000000014 0.11941000000000002 -0.23051499999999997 -0.080614999999999978 -0.011549999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 10 -10 11 12 13 -7 -14 -16 17 18 -17 20 22 -21 23 25 -25 27 29 -18 -29 -26
right_child=-2 -3 -4 4 5 8 -8 -9 9 -11 -12 -13 14 -15 15 16 19 -19 -20 21 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=7.1031528147035385e-07 -5.591408821312245e-07 6.6216824477361943e-07 -6.1536696957123902e-07 -7.2849876858072099e-07 2.3138708029364353e-06 -1.5206390429511886e-06 -6.6633043968522548e-07 -4.6360862489520863e-07 -2.0255349777574919e-06 -2.9394307930980219e-08 1.5683721364163311e-06 6.6079560339105121e-07 1.2815525822350625e-06 2.9110698403990365e-07 -8.7428618655849277e-07 8.8338177761215786e-07 1.3377395810077919e-06 1.6161781321075287e-06 -9.9738097105728238e-07 -6.3938763052447779e-08 1.9663733772696498e-06 -2.2166276275825681e-06 9.9689592122123703e-07 -3.4307710424690598e-06 2.5406437229417308e-07 1.6740228488743015e-06 -1.314049037991145e-06 1.307944653815087e-06 -1.2232382312081993e-08 -2.3931674675685454e-07
leaf_weight=22 29 21 28 30 25 24 25 21 22 268 21 32 21 34 20 20 22 21 20 73 21 20 23 28 306 24 23 21 1579 277
leaf_count=22 29 21 28 30 25 24 25 21 22 268 21 32 21 34 20 20 22 21 20 73 21 20 23 28 306 24 23 21 1579 277
internal_value=0 5.23288e-09 7.40647e-10 6.40973e-09 1.28364e-09 8.60342e-09 4.42996e-07 1.04589e-06 -1.95887e-09 -1.80826e-07 1.77641e-08 5.28315e-09 -2.85671e-09 -4.58581e-07 7.63635e-09 -3.07311e-09 3.95847e-09 5.19012e-07 -5.69996e-08 -9.04041e-09 1.16822e-08 -5.26883e-07 -6.14174e-09 -1.62601e-08 -1.81123e-07 4.7241e-08 -3.09739e-08 2.31703e-08 5.09494e-09 1.96449e-08
internal_weight=0 3092 3071 3043 3021 2991 71 46 2920 290 2630 2609 2577 58 2519 2498 2478 61 40 2417 2324 93 2303 2280 634 1646 606 1622 1600 583
internal_count=3121 3092 3071 3043 3021 2991 71 46 2920 290 2630 2609 2577 58 2519 2498 2478 61 40 2417 2324 93 2303 2280 634 1646 606 1622 1600 583
is_linear=0
shrinkage=0.1


Tree=8045
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 12 48 403 16 52 1204 1213 1212 1210 2 2 15 4 16 13 1212 15 1212 52 402 43 133 130 130 402
split_gain=8.65034e-10 2.47962e-08 1.33567e-08 5.74311e-09 9.39116e-10 9.20225e-10 1.21244e-09 9.42971e-10 3.03135e-09 1.36947e-09 1.20621e-09 8.57526e-10 9.70862e-09 8.70792e-09 6.1211e-09 1.56385e-08 9.05735e-09 1.33247e-08 4.40284e-09 4.23629e-09 3.00834e-09 2.69124e-09 1.3275e-09 2.40586e-09 1.57644e-09 6.81865e-09 2.56703e-09 1.49253e-09 7.9079e-09 7.22569e-09
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.050879999999999988 0.11527000000000001 0.086035000000000014 -0.020569999999999995 -0.073404999999999984 0.085175000000000015 -0.084344999999999989 -0.085284999999999986 -0.089079999999999979 -0.094799999999999982 0.084715000000000013 0.083935000000000023 0.088495000000000018 -0.080924999999999983 -0.026164999999999997 -0.083894999999999983 -0.040879999999999993 -0.09095499999999998 -0.063924999999999996 0.086965000000000015 -0.45015499999999992 0.05259500000000001 0.50628500000000021 0.08610000000000001 0.016915000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -4 6 7 9 -9 -1 -11 13 -13 -6 15 18 17 -16 20 -18 -15 -19 23 -14 25 -24 27 28 -26 -29
right_child=2 -3 4 -5 11 -7 -8 8 -10 10 -12 12 22 14 16 -17 19 21 -20 -21 -22 -23 24 -25 26 -27 -28 29 -30 -31
leaf_value=-7.0409657420592951e-07 -2.4690867617623143e-06 3.4589757942307012e-06 6.0256667943839111e-07 -1.761595027716112e-06 1.8371903560624298e-06 6.4733229286113262e-07 -7.6471482359574161e-07 1.0782490593994915e-06 -3.8048867350783314e-07 -3.7372297704816604e-07 6.2044306288883567e-07 -1.8372935493250133e-06 -1.4293254366748442e-07 -2.2857647497158514e-07 2.9939847954665314e-06 -3.0418651314383691e-06 -1.7765789073109774e-06 -7.3552908332885644e-07 -1.1436839899529745e-06 2.3432496799490435e-07 1.2784919506345803e-06 7.723280688275016e-07 4.0752343295480391e-07 1.3227048709398203e-06 -4.6460779510412805e-09 -1.8497893704435505e-06 8.5518023264999758e-07 -1.9387246373239381e-06 1.7837869781942572e-06 -4.6056247604835293e-08
leaf_weight=30 22 21 26 20 28 21 21 29 28 23 26 29 24 26 25 21 20 20 22 22 27 29 32 21 2238 23 35 23 25 164
leaf_count=30 22 21 26 20 28 21 21 29 28 23 26 29 24 26 25 21 20 20 22 22 27 29 32 21 2238 23 35 23 25 164
internal_value=0 1.91644e-07 -1.44628e-08 -1.54891e-07 4.28783e-09 2.56376e-08 -5.7519e-08 5.16804e-08 3.61676e-07 -1.71987e-07 1.53794e-07 -1.16251e-09 -1.77717e-08 1.7974e-07 -3.91689e-08 -6.29833e-07 4.49656e-07 1.11536e-06 4.55366e-08 -7.23248e-07 5.39175e-07 1.56876e-07 2.64069e-09 5.41032e-07 -6.89773e-09 -5.36444e-07 4.8226e-09 -7.32536e-09 1.51112e-08 -2.78844e-07
internal_weight=0 219 2902 198 2880 178 157 136 57 79 49 2854 2614 240 212 96 116 74 75 42 53 49 2585 45 2540 55 2485 2450 2263 187
internal_count=3121 219 2902 198 2880 178 157 136 57 79 49 2854 2614 240 212 96 116 74 75 42 53 49 2585 45 2540 55 2485 2450 2263 187
is_linear=0
shrinkage=0.1


Tree=8046
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1212 1213 16 402 12 1209 3 1208 12 1210 1209 42 401 0 1212 13 402 402 391 402 128 16 1185 393 15 480 160
split_gain=9.70958e-10 8.20459e-09 4.88606e-09 1.03386e-09 1.15452e-08 2.07051e-08 1.05106e-08 8.97928e-09 1.63581e-09 7.37771e-09 2.12254e-09 1.56481e-09 1.17278e-09 1.84795e-09 5.14123e-09 1.43267e-09 1.42873e-08 4.93535e-09 4.68507e-09 1.41421e-09 3.05656e-09 5.66125e-09 2.26843e-09 1.97341e-09 6.82609e-09 3.70533e-09 1.43468e-09 1.29944e-09 4.8383e-09 3.2878e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.089544999999999986 -0.090764999999999985 -0.083539999999999989 0.23460000000000003 0.086305000000000007 0.10691500000000002 -0.082334999999999978 0.080860000000000015 0.090695000000000012 1.0000000180025095e-35 -0.067109999999999989 0.090990000000000015 -0.099524999999999988 -0.072594999999999979 -0.009474999999999999 -0.066634999999999986 0.11174500000000002 0.10645 -0.087114999999999984 0.099740000000000009 0.10773500000000001 -0.080029999999999976 0.090595000000000009 0.09389500000000002 0.12044500000000001 0.11747 -0.11922499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 7 -6 8 -3 10 -10 12 -9 13 14 -5 16 18 -17 -15 20 21 -19 23 25 -25 26 27 28 -23 -29
right_child=1 3 -4 6 5 -7 -8 11 9 -11 -12 -13 -14 15 -16 17 -18 19 -20 -21 -22 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-2.3328476338309011e-08 1.9848630775716931e-06 -2.2453440996628163e-06 -1.4364385646916033e-06 -1.8933359790411708e-07 3.7609774788000488e-06 -6.2889212022994237e-07 -2.0530477477223033e-06 7.2236476069457276e-07 1.8239880587316295e-06 -4.6874347212622072e-07 -9.0367705332447758e-07 -2.5302197367469296e-07 -7.5856503428894944e-07 1.5737997066687307e-06 1.8122031660606722e-06 1.28469577703072e-06 -2.6811809135551813e-06 -1.6823923725439729e-06 -5.1439557020265583e-07 -6.1102638734442547e-07 1.1771333158156433e-06 -1.2995692386291328e-08 1.0676057792124994e-06 2.0260229752011587e-06 -4.7542571858609036e-07 -1.2505167404697205e-06 6.3382899172990756e-07 1.4506073696230445e-06 -1.5035742712786838e-06 5.4927853017393633e-08
leaf_weight=194 21 20 28 33 22 21 25 29 25 32 26 38 20 22 21 30 20 20 21 38 22 2141 20 20 24 24 35 21 22 86
leaf_count=194 21 20 28 33 22 21 25 29 25 32 26 38 20 22 21 30 20 20 21 38 22 2141 20 20 24 24 35 21 22 86
internal_value=0 1.54348e-08 -2.01559e-07 1.06443e-09 2.76628e-07 1.61709e-06 -1.19717e-08 -3.85898e-07 6.76754e-09 5.36841e-07 -4.56561e-09 1.6916e-07 4.28928e-09 1.01126e-08 5.89042e-07 -2.07064e-09 -4.73053e-07 9.78389e-09 5.53983e-07 -5.68209e-09 3.76476e-09 -6.93317e-09 7.06983e-09 -1.86852e-09 6.61596e-07 -1.44029e-08 -1.53225e-09 -1.13286e-08 -2.81565e-08 3.28846e-07
internal_weight=0 2899 222 2878 130 43 2748 87 2723 57 2666 67 2640 2620 54 2566 63 2503 43 2473 2435 2413 2393 2373 44 2329 2305 2270 2163 107
internal_count=3121 2899 222 2878 130 43 2748 87 2723 57 2666 67 2640 2620 54 2566 63 2503 43 2473 2435 2413 2393 2373 44 2329 2305 2270 2163 107
is_linear=0
shrinkage=0.1


Tree=8047
num_leaves=31
num_cat=0
split_feature=1211 1212 402 16 1211 1211 401 133 402 403 1208 402 1209 1212 1212 1212 2 401 43 390 401 1186 393 0 132 1186 1213 374 30 0
split_gain=1.00336e-09 1.3025e-09 1.77098e-09 4.51386e-09 3.57409e-09 2.24534e-09 1.19156e-09 3.39367e-09 2.0272e-09 2.96653e-09 1.38733e-09 1.15072e-08 2.91659e-09 1.58516e-09 2.11898e-09 8.21478e-09 4.97066e-09 2.09347e-09 5.18099e-09 4.55201e-09 1.45921e-09 1.48407e-09 1.6037e-09 8.35294e-09 2.615e-09 1.30396e-09 3.70609e-09 1.32737e-09 1.65189e-09 1.45823e-09
threshold=0.12463 0.13631000000000001 -0.46267499999999995 -0.07550999999999998 0.11013500000000002 0.09993500000000001 -0.13200999999999999 0.51114000000000004 -0.17973499999999998 -0.44023999999999991 0.092250000000000013 -0.088189999999999991 -0.094304999999999986 -0.47386499999999993 -0.092474999999999988 -0.087764999999999996 0.084245000000000014 0.10711000000000001 -0.0090299999999999981 0.090020000000000017 0.094270000000000007 0.090275000000000008 0.088255000000000014 -0.081784999999999983 -0.084389999999999979 -0.081969999999999987 -1.0000000180025095e-35 0.08987500000000001 0.097280000000000019 0.22582000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 8 9 -8 12 -12 -10 -14 16 -16 -15 19 -19 20 21 22 25 24 -24 26 -17 28 29 -27
right_child=-2 -3 4 -5 -6 -7 7 -9 10 -11 11 -13 13 14 15 17 -18 18 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-3.2695862029186175e-07 5.6609730949635522e-07 -6.8460882240677688e-07 6.2280171088483873e-07 1.6141995996329808e-06 -9.9948126148774467e-07 1.0589149533757337e-06 1.4936454270107128e-06 -1.2205700356745462e-06 1.2008739463453823e-06 -1.4856195078168227e-07 -2.2182410586359746e-06 9.1758773655215017e-07 -8.3779762292124362e-07 -2.7990872458379575e-07 -1.692253609407685e-06 -2.8476160300291063e-07 1.4061217856585568e-06 1.5749850514826642e-06 -3.0161927846224457e-07 -1.5162464947593435e-06 6.3952260916266827e-07 7.2689248000827966e-07 -4.0967827186040477e-07 -1.9246722569750303e-06 1.0378536328422192e-06 -8.6136515411489267e-09 1.3464288625842668e-06 6.5687770647228125e-07 -9.2876889567605769e-07 -8.4566454163558824e-07
leaf_weight=25 31 28 30 23 36 20 22 23 20 22 22 25 23 36 29 30 34 28 31 20 35 27 26 26 24 2329 26 29 20 21
leaf_count=25 31 28 30 23 36 20 22 23 20 22 22 25 23 36 29 30 34 28 31 20 35 27 26 26 24 2329 26 29 20 21
internal_value=0 -5.66558e-09 5.42918e-10 6.0318e-07 -9.05448e-09 2.91844e-09 -4.2215e-09 -1.06459e-08 -1.06648e-09 6.72542e-07 -1.14261e-08 -5.50247e-07 -2.42656e-09 -1.104e-08 -4.17773e-09 -1.82554e-08 5.3902e-07 -8.70345e-11 5.88973e-07 -1.33877e-08 -1.79599e-09 -1.05709e-08 -1.84379e-08 -4.7085e-07 2.85137e-07 -4.43249e-09 4.72577e-07 -1.55674e-08 -2.37956e-08 -1.60937e-08
internal_weight=0 3090 3062 48 3014 2978 2958 2928 2905 44 2861 47 2814 2794 2771 2701 70 2672 59 2613 2593 2558 2531 76 50 2455 56 2399 2370 2350
internal_count=3121 3090 3062 48 3014 2978 2958 2928 2905 44 2861 47 2814 2794 2771 2701 70 2672 59 2613 2593 2558 2531 76 50 2455 56 2399 2370 2350
is_linear=0
shrinkage=0.1


Tree=8048
num_leaves=31
num_cat=0
split_feature=401 1212 3 0 1212 43 43 401 1213 4 4 1 2 4 49 160 4 1 1 48 9 43 48 43 43 4 43 43 16 16
split_gain=9.32424e-10 1.18968e-09 6.09521e-09 2.35896e-09 1.03005e-09 1.21905e-08 2.50701e-08 1.1291e-08 1.03406e-08 1.1005e-09 4.62262e-09 5.55216e-09 8.41248e-09 4.42769e-09 8.34384e-09 8.77615e-09 4.13981e-09 4.66925e-09 1.617e-08 4.88262e-09 4.29634e-09 1.26794e-08 3.93662e-09 4.38746e-09 5.71059e-09 3.82321e-09 3.50696e-09 3.9987e-09 2.94066e-09 3.61576e-09
threshold=0.13837000000000002 0.12472500000000002 -0.077354999999999993 -0.075934999999999989 -0.089544999999999986 -0.0047449999999999992 -0.00088499999999999983 0.11655000000000001 -0.09280999999999999 -0.0016099999999999997 0.0016150000000000003 0.08776500000000001 0.089725000000000013 -0.0057249999999999992 0.08610000000000001 -0.087874999999999995 0.0045450000000000013 0.094220000000000012 0.090475000000000014 0.10078500000000001 -1.0000000180025095e-35 -0.074974999999999986 0.093015000000000014 -0.095049999999999982 -0.088704999999999992 -0.0063549999999999987 -0.082144999999999982 -0.080324999999999994 -0.18708499999999997 -0.096824999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 8 -7 9 -1 13 11 12 -11 25 15 -15 -12 18 19 22 21 -19 23 -18 -25 28 -26 -28 -6 -30
right_child=-2 2 -4 -5 7 6 -8 -9 -10 10 16 -13 -14 14 -16 -17 17 20 -20 -21 -22 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=2.8558930833039794e-07 -6.6408529381165178e-07 -1.0351742781722352e-06 1.870856658001685e-06 5.0071706937160353e-07 -1.2307502705155571e-06 3.8175456764925594e-06 -1.2487474200034506e-07 -2.3265951767825756e-06 -2.714439482360831e-06 -7.5458424713827439e-07 -9.9333663788806566e-07 1.7039203302177869e-06 1.7025815716144942e-06 -3.070162093763429e-06 6.7015291036906075e-07 -5.8437795262051975e-07 -9.6916772833314124e-07 1.5952346991020427e-07 3.0242771501659286e-06 1.6109929261305795e-06 -3.4883900215945886e-08 -2.9808220079985407e-06 -1.2873800983470575e-06 1.7942542479718412e-06 -9.2859186048494172e-07 1.3014034565954222e-06 1.6272413705564761e-06 1.4776041526845594e-07 6.7266356486347714e-07 -4.1877761526817547e-08
leaf_weight=27 21 20 20 20 20 23 54 21 20 38 39 37 22 20 31 49 31 36 21 22 465 20 20 23 27 22 20 211 74 1647
leaf_count=27 21 20 20 20 20 23 54 21 20 38 39 37 22 20 31 49 31 36 21 22 465 20 20 23 27 22 20 211 74 1647
internal_value=0 4.50972e-09 4.45466e-07 -2.67229e-07 -4.19338e-09 2.78084e-07 1.05273e-06 -1.61969e-08 -9.91019e-07 5.62416e-10 8.3402e-08 7.40491e-07 1.46377e-07 -4.53262e-08 -6.9263e-07 -1.3049e-06 1.52334e-08 5.91333e-08 3.28208e-07 1.68272e-07 -1.34539e-07 -9.62028e-07 7.26697e-08 1.59852e-07 2.84406e-07 -8.61015e-09 1.49807e-07 2.75854e-07 -2.5164e-08 -1.11537e-08
internal_weight=0 3100 60 40 3040 124 77 2916 47 2895 1032 97 60 1863 100 69 935 896 375 354 521 56 332 312 281 1763 258 231 1741 1721
internal_count=3121 3100 60 40 3040 124 77 2916 47 2895 1032 97 60 1863 100 69 935 896 375 354 521 56 332 312 281 1763 258 231 1741 1721
is_linear=0
shrinkage=0.1


Tree=8049
num_leaves=31
num_cat=0
split_feature=132 50 132 1203 394 130 130 129 129 1213 160 4 3 403 133 15 2 4 0 403 402 1212 43 1209 52 402 1213 1210 401 1209
split_gain=9.15837e-10 2.39713e-08 1.28016e-08 5.33526e-09 9.38911e-10 9.94965e-10 1.88906e-09 1.18999e-09 1.44674e-09 8.89616e-10 1.06119e-08 6.60623e-09 6.58159e-09 5.69659e-09 1.23094e-08 4.39264e-09 5.76397e-09 3.91295e-09 5.5977e-09 3.69071e-09 1.88943e-09 1.59659e-09 5.76743e-09 5.36608e-09 2.10369e-09 1.39598e-09 3.30838e-09 3.14315e-09 1.90565e-09 3.72435e-09
threshold=-0.083284999999999984 0.10450500000000001 -0.076764999999999986 0.089480000000000018 0.013605000000000001 -0.22699999999999995 -0.095314999999999983 -0.082304999999999975 -1.0000000180025095e-35 0.04198000000000001 -0.025879999999999997 -0.084134999999999988 -0.083654999999999993 -0.54856499999999986 0.40945500000000007 0.087485000000000021 0.08734500000000002 -0.07958999999999998 -0.077084999999999987 -0.53960999999999981 0.15960500000000002 -0.092474999999999988 -0.0040649999999999983 -0.087199999999999986 0.086275000000000004 -0.45015499999999992 -0.051744999999999992 0.0028200000000000005 -0.099524999999999988 -0.025744999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 -8 -9 13 -11 -12 -13 14 -10 16 -14 -17 -19 -15 21 22 -21 -23 -24 26 -25 28 -27 -30
right_child=2 -3 4 -5 -6 6 7 8 9 10 11 12 15 19 -16 17 -18 18 -20 20 -22 23 24 25 -26 27 -28 -29 29 -31
leaf_value=3.8593322730519393e-08 -2.4749391708870203e-06 3.4973553040984488e-06 -7.0584490067915347e-07 -1.6835248808888536e-06 5.4170591923252687e-07 9.7039504083795684e-07 6.9621118434781695e-07 -7.2616069439439873e-07 -2.8862876149560181e-06 2.3254702292823435e-06 -1.2002329768643579e-06 1.6736717369709637e-06 -2.095971094604465e-06 1.3529871514350591e-06 5.3762971322699058e-07 1.6122210396218863e-06 2.25248193986693e-07 -1.2486535448867169e-06 1.0338856244826192e-06 1.4079410379963521e-06 -9.1305615500380601e-07 -1.6487648713336968e-06 3.8286969754608436e-07 3.3814333846748926e-07 -9.1441797758307077e-07 -9.7839194268090079e-07 -1.4589678514875277e-06 1.0594146897143933e-06 1.360629375994904e-06 -9.9977551174036081e-09
leaf_weight=179 21 20 20 20 32 20 24 28 21 21 39 27 20 20 21 20 23 21 22 35 23 20 25 20 25 20 21 28 20 2265
leaf_count=179 21 20 20 20 32 20 24 28 21 21 39 27 20 20 21 20 23 21 22 35 23 20 25 20 25 20 21 28 20 2265
internal_value=0 1.97191e-07 -1.4882e-08 -1.34484e-07 3.04967e-09 -3.00052e-09 1.96833e-09 -4.92684e-09 -1.0969e-08 -3.7055e-09 2.03339e-07 -5.57586e-08 2.79839e-07 -1.92903e-08 -1.17433e-06 -7.51937e-08 -8.54389e-07 4.56638e-07 -8.08428e-08 -5.49683e-11 -1.08707e-08 -2.50023e-09 4.23403e-07 -1.76221e-08 -2.65774e-07 -3.88038e-09 -5.82328e-07 6.28523e-09 -6.50766e-09 1.99898e-09
internal_weight=0 219 2902 199 2881 2849 2829 2809 2785 2757 193 172 133 2564 42 106 43 63 43 2522 2502 2479 85 2394 50 2374 41 2333 2305 2285
internal_count=3121 219 2902 199 2881 2849 2829 2809 2785 2757 193 172 133 2564 42 106 43 63 43 2522 2502 2479 85 2394 50 2374 41 2333 2305 2285
is_linear=0
shrinkage=0.1


Tree=8050
num_leaves=31
num_cat=0
split_feature=402 1212 402 402 1208 403 3 42 16 1210 401 1209 43 401 0 42 1212 1210 42 1212 1211 1211 1211 393 394 401 15 390 401 1
split_gain=9.6628e-10 1.61754e-09 2.03798e-09 1.08048e-09 1.01837e-09 9.75057e-10 6.04416e-09 1.05019e-08 1.32419e-08 1.12579e-09 7.2589e-09 1.37629e-09 2.42543e-08 2.02676e-09 1.02195e-08 5.76781e-09 1.3379e-09 7.2817e-09 4.09612e-09 3.50946e-09 1.24129e-09 1.54443e-09 1.22393e-09 1.03071e-09 1.18277e-09 3.17758e-09 1.10474e-08 3.34966e-09 2.52124e-09 1.39866e-09
threshold=0.31278000000000006 0.15049500000000002 0.13597000000000001 0.12389500000000002 0.11531000000000001 -0.52445499999999989 -0.086274999999999977 0.091205000000000008 -0.080344999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -0.067109999999999989 -0.0047449999999999992 -0.099524999999999988 -0.072594999999999979 0.11747 -0.088629999999999987 -0.090009999999999993 0.084535000000000013 -0.009474999999999999 0.11048500000000001 0.091735000000000011 0.086285000000000014 0.11146500000000002 -0.12099999999999998 0.09530000000000001 -0.065449999999999994 0.088375000000000023 0.088555000000000009 0.16540500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9 11 -11 12 -7 14 15 -13 18 -18 -15 -19 21 22 23 24 -21 27 -27 28 29 -26
right_child=-2 -3 -4 -5 -6 9 7 8 -10 10 -12 13 -14 16 -16 -17 17 19 -20 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=1.6930871344319106e-06 6.7605006257681894e-07 -8.7923896595990907e-07 7.2918920211936658e-07 -6.7602138263585707e-07 -6.0266174313840433e-07 -1.7979849655516556e-06 -1.663286989891536e-06 -9.3145263532357561e-07 2.4263426880111184e-06 -1.7937234304099548e-06 7.7512862875747412e-07 -6.5837703792007805e-07 3.0678975758746679e-06 -4.9485056842968336e-07 -2.1652205914506341e-06 1.5698433073685875e-06 -1.8593678415105127e-06 1.2977153584783774e-06 1.1913243370412711e-06 5.4728749100482108e-07 6.3939672287460783e-07 -7.3323332528694861e-07 7.7987148756619722e-07 -6.4441225367772864e-07 -2.0845412364533984e-08 4.4191476002526607e-07 -2.6131079965807658e-06 1.2366496297938118e-06 9.9615778822226279e-07 7.6274638717143761e-07
leaf_weight=24 21 21 38 24 28 21 28 23 24 22 22 26 20 25 25 21 21 21 34 39 30 29 20 25 2370 29 20 22 25 23
leaf_count=24 21 21 38 24 28 21 28 23 24 22 22 26 20 25 25 21 21 21 34 39 30 29 20 25 2370 29 20 22 25 23
internal_value=0 -4.57476e-09 1.3908e-09 -7.70369e-09 -2.38728e-09 3.2359e-09 3.11827e-07 -1.30176e-07 7.83166e-07 -7.33521e-09 -5.09297e-07 4.25276e-10 5.75616e-07 -7.98215e-09 -5.31689e-07 3.37211e-07 5.81474e-09 -4.57819e-09 4.76843e-07 1.01035e-08 -1.69979e-10 -7.54392e-09 6.35243e-10 -5.46923e-09 8.49429e-10 -7.71268e-09 -8.05033e-07 8.29909e-09 -2.87697e-09 -1.3314e-08
internal_weight=0 3100 3079 3041 3017 2989 99 75 47 2890 44 2846 41 2805 72 47 2733 2674 59 2653 2632 2602 2573 2553 2528 2489 49 2440 2418 2393
internal_count=3121 3100 3079 3041 3017 2989 99 75 47 2890 44 2846 41 2805 72 47 2733 2674 59 2653 2632 2602 2573 2553 2528 2489 49 2440 2418 2393
is_linear=0
shrinkage=0.1


Tree=8051
num_leaves=31
num_cat=0
split_feature=401 1210 132 1185 1203 51 399 0 12 3 1208 1 12 1209 1212 1212 16 16 401 1212 402 402 1209 12 374 120 4 33 9 3
split_gain=9.04599e-10 1.32252e-09 1.03603e-09 6.82039e-09 2.98448e-09 1.31169e-09 9.4722e-10 2.23887e-09 2.08e-09 1.65532e-09 9.41754e-10 6.75625e-09 4.04458e-09 4.03236e-09 1.17622e-09 8.14197e-09 1.2352e-08 1.98024e-08 1.90071e-09 3.51419e-09 1.51819e-09 4.16054e-09 1.05294e-09 9.17265e-10 8.96035e-10 1.63287e-09 1.98701e-09 1.52725e-09 1.37987e-09 7.3197e-09
threshold=0.13837000000000002 -0.38516499999999992 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.096070000000000016 0.11011000000000001 -0.098289999999999975 0.10911500000000002 -0.083154999999999993 0.092250000000000013 0.090405000000000013 0.093965000000000007 -0.092099999999999987 -0.070754999999999985 -0.088629999999999987 -0.092484999999999984 -0.087484999999999993 -0.13200999999999999 0.11579500000000002 -0.45454999999999995 -0.40883999999999993 -0.077594999999999983 0.094070000000000015 0.08987500000000001 1.0000000180025095e-35 0.63113500000000011 -0.044254999999999996 0.091600000000000015 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3 9 -9 13 12 -12 -5 15 16 -15 -18 19 -16 -20 -22 -23 -19 25 26 27 -24 -29 -30
right_child=-2 2 3 10 -6 -7 -8 8 -10 -11 11 -13 -14 14 18 -17 17 23 20 -21 21 22 24 -25 -26 -27 -28 28 29 -31
leaf_value=6.3410205870461531e-07 -6.5412258057525223e-07 -9.9769944199579182e-07 1.8091988446637215e-06 1.4239781381775175e-06 -1.1764941368548015e-06 -8.3603842767843165e-07 6.665743097755695e-07 1.0242901440922954e-07 8.3893278080158151e-07 -8.6732034791635757e-07 1.3637469521654567e-06 -1.9051665015012986e-06 -5.4416436421433907e-07 -1.7969196221656603e-06 1.1848559360124773e-06 -1.8781334491590177e-06 3.4370642745784607e-06 1.0116993218383342e-07 7.3238135566303504e-07 -3.1558890411900027e-07 -1.444625895601348e-06 6.4917304825939942e-07 8.6104715592227875e-07 -7.1020172911899375e-07 5.3117350540971187e-07 -7.1949463249509908e-07 9.4557818887220832e-07 -6.2410157283456932e-09 8.0000774573818498e-07 -1.843282612154243e-06
leaf_weight=33 21 22 21 20 28 20 20 75 29 23 20 20 25 26 37 26 20 38 28 27 20 25 20 22 31 32 22 2328 20 22
leaf_count=33 21 22 21 20 28 20 20 75 29 23 20 20 25 26 37 26 20 38 28 27 20 25 20 22 31 32 22 2328 20 22
internal_value=0 4.42103e-09 -2.35414e-09 1.36833e-08 -2.12985e-07 -7.02424e-08 2.03844e-08 -6.63525e-08 9.49831e-08 -1.25165e-07 3.55005e-10 -3.75885e-07 3.03796e-07 9.2029e-09 -1.10887e-09 -2.92349e-07 9.66169e-08 7.12016e-07 1.36092e-08 5.51856e-07 8.96989e-11 -8.04688e-09 3.44576e-09 -1.96333e-07 -3.07674e-09 -9.85324e-09 -4.38426e-10 -9.14653e-09 -1.64899e-08 -5.84573e-07
internal_weight=0 3100 3067 2850 217 189 169 149 127 98 2829 65 45 2764 2744 132 106 80 2612 64 2548 2520 2500 60 2475 2444 2412 2390 2370 42
internal_count=3121 3100 3067 2850 217 189 169 149 127 98 2829 65 45 2764 2744 132 106 80 2612 64 2548 2520 2500 60 2475 2444 2412 2390 2370 42
is_linear=0
shrinkage=0.1


Tree=8052
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 9 9 3 41 12 2 43 104 1208 1208 403 1213 403 402 13 1210 13 16 151 12 43 133 51 0 158
split_gain=9.9255e-10 2.56937e-08 1.41012e-08 6.15917e-09 1.09051e-09 9.97221e-10 3.03154e-09 2.23042e-09 1.35319e-09 3.40861e-09 1.17519e-09 1.77321e-09 1.01504e-09 1.00309e-09 2.35187e-09 1.57383e-09 9.07618e-09 9.74613e-09 1.1834e-09 1.45289e-09 1.1863e-08 4.81419e-09 1.12565e-08 3.9775e-09 4.23879e-09 5.76009e-09 1.1418e-08 3.60967e-09 4.62469e-09 4.94107e-09
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.050879999999999988 0.092410000000000006 0.088235000000000022 -0.014944999999999998 0.086565000000000017 0.08486500000000001 -0.045829999999999989 -0.082144999999999982 1.0000000180025095e-35 0.11846000000000001 0.10480500000000002 -0.5335399999999999 0.04198000000000001 -0.55276999999999987 0.23460000000000003 -0.089109999999999981 -0.094799999999999982 -0.091559999999999989 -0.092484999999999984 -0.08483499999999998 0.097145000000000023 0.084740000000000024 -0.24098999999999995 0.095375000000000015 -0.075934999999999989 0.085620000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 8 -7 10 -10 11 -6 13 14 15 16 17 -12 19 21 -21 23 -23 -17 25 27 -27 28 29 -25
right_child=2 -3 4 -5 5 7 -8 -9 9 -11 12 -13 -14 -15 -16 18 -18 -19 -20 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=3.9483325369232764e-08 -2.5376095312491421e-06 3.5312182571293049e-06 6.4847334818169281e-07 -1.8113556828325272e-06 1.8779676284317422e-07 -1.7719378932340008e-07 -1.128912479941846e-06 1.1908994395071204e-06 1.2329063623421161e-06 -2.1970817791887903e-07 -1.9563339026262841e-06 -1.037408333104395e-06 6.7429944966658122e-07 6.3578651747775445e-07 -9.0921585442158866e-07 1.1405616973547694e-06 2.1875097283373723e-06 1.0937688629879135e-06 -7.1479784556534773e-07 2.4485411989871865e-06 1.3417229065195157e-09 -2.7979777107909534e-06 1.8007194995561804e-07 -2.3088625157736379e-07 8.8302046224144871e-07 1.2357192457949201e-07 -2.825106841678841e-06 9.2780377709544841e-07 -1.5506793649029019e-06 1.3601983451652897e-06
leaf_weight=178 22 21 26 20 21 26 24 22 30 35 20 27 22 24 29 26 21 22 24 20 2070 22 30 173 36 29 24 32 23 22
leaf_count=178 22 21 26 20 21 26 24 22 30 35 20 27 22 24 29 26 21 22 24 20 2070 22 30 173 36 29 24 32 23 22
internal_value=0 2.05281e-07 -1.54955e-08 -1.4747e-07 3.7707e-09 -2.10256e-09 -9.83373e-09 4.49849e-07 -1.79566e-10 4.50729e-07 -1.09669e-08 -5.01381e-07 -2.14712e-09 -7.76927e-09 -1.36577e-08 -3.64567e-09 4.90063e-07 -3.58661e-07 -1.59347e-08 -9.24438e-09 2.47599e-08 -1.79674e-07 -1.07987e-06 -5.1426e-08 -1.42847e-07 -2.64732e-07 -1.21168e-06 -6.39794e-08 -2.09562e-07 -5.13793e-08
internal_weight=0 219 2902 198 2880 2854 2806 48 2782 65 2717 48 2669 2647 2623 2594 63 42 2531 2507 2090 417 52 365 339 303 53 250 218 195
internal_count=3121 219 2902 198 2880 2854 2806 48 2782 65 2717 48 2669 2647 2623 2594 63 42 2531 2507 2090 417 52 365 339 303 53 250 218 195
is_linear=0
shrinkage=0.1


Tree=8053
num_leaves=31
num_cat=0
split_feature=1212 401 1212 402 16 402 394 1212 1212 1210 43 13 1209 402 3 391 129 1182 130 132 1212 1209 401 402 133 12 133 42 133 16
split_gain=9.99468e-10 1.67961e-09 1.31905e-09 2.84173e-09 4.23712e-09 1.30071e-09 9.67175e-10 8.9674e-10 5.13356e-09 7.23099e-09 2.12227e-09 1.42701e-09 1.38446e-09 1.30897e-09 9.72815e-09 5.61285e-09 2.081e-09 2.06025e-09 1.49238e-09 1.58882e-09 1.09818e-09 2.01622e-09 1.2072e-09 4.30743e-09 2.08497e-09 3.83608e-09 2.94536e-09 6.48543e-09 2.7933e-09 2.52756e-09
threshold=-0.53159999999999996 0.13729500000000003 0.15049500000000002 0.13597000000000001 -0.078464999999999993 0.120965 0.264685 -0.09386499999999999 -0.088629999999999987 -0.12043 0.066275000000000014 -0.081029999999999977 0.11386000000000002 0.10708500000000001 -0.085709999999999995 -0.087114999999999984 -0.048309999999999992 0.084455000000000016 0.13302000000000003 -0.43443999999999999 -0.063924999999999996 -0.067109999999999989 -1.0000000180025095e-35 -0.45015499999999992 0.50628500000000021 0.094835000000000017 0.26753000000000005 0.10369500000000002 0.2590050000000001 -0.079504999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 10 -9 -10 11 -2 13 15 -15 -11 -17 18 19 -18 21 -21 23 -22 26 -26 28 29 -24 -28
right_child=1 -3 -4 4 -6 -7 -8 8 9 12 -12 -13 -14 14 -16 16 17 -19 -20 20 22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=-7.0465986084400362e-07 -1.4146052755847904e-06 8.5591619687835667e-07 -7.7337193198962439e-07 1.8723416940247263e-06 -1.6143106309062292e-07 -7.7362253227358284e-07 6.1749889823659032e-07 1.5975192718542529e-06 -1.6389704510570652e-06 -1.6410377421986294e-06 4.0548144991961723e-07 -2.2002796892905962e-07 6.2146526305342479e-07 -1.0062945374329503e-06 1.6264428538192989e-06 9.4727554876103766e-07 -8.9544620188064525e-07 -1.0191492068756246e-06 7.8460033818098884e-07 1.2313034886801689e-06 -1.1887376208614556e-06 -1.7162630380577566e-07 -2.7192558865409822e-09 5.4038369762565706e-07 -2.6150203508302149e-07 1.5457676501758517e-06 6.7140856233348913e-07 -2.0720340160096384e-06 1.1045477055196661e-06 -7.5171708620776678e-07
leaf_weight=20 20 23 22 20 21 22 25 20 27 21 22 20 36 25 32 23 20 20 24 20 34 21 2416 25 23 24 26 22 23 24
leaf_count=20 20 23 22 20 21 22 25 20 27 21 22 20 36 25 32 23 20 20 24 20 34 21 2416 25 23 24 26 22 23 24
internal_value=0 4.53467e-09 -1.82718e-09 3.72713e-09 8.30653e-07 -7.51796e-09 -1.88673e-09 -7.10392e-09 9.24856e-10 -1.01396e-08 -3.83421e-07 -8.17317e-07 5.2429e-09 -2.61541e-09 4.71733e-07 -1.23905e-08 6.91017e-11 -7.93448e-09 -4.49544e-10 -7.48509e-09 -8.03669e-10 5.1273e-07 -8.84909e-09 -4.56059e-07 1.46576e-09 6.61359e-07 -1.08859e-08 -6.41241e-07 7.72238e-09 -1.16917e-08
internal_weight=0 3101 3078 3056 41 3015 2993 2968 2906 2886 62 40 2859 2823 57 2766 2745 2722 2702 2678 2658 41 2617 59 2558 47 2511 72 2439 50
internal_count=3121 3101 3078 3056 41 3015 2993 2968 2906 2886 62 40 2859 2823 57 2766 2745 2722 2702 2678 2658 41 2617 59 2558 47 2511 72 2439 50
is_linear=0
shrinkage=0.1


Tree=8054
num_leaves=31
num_cat=0
split_feature=1211 1211 4 1185 393 1213 1212 2 1210 1210 402 4 391 129 12 12 1 0 1185 1212 1212 2 160 15 43 43 1212 41 33 4
split_gain=9.12294e-10 2.54601e-09 1.47351e-09 1.2187e-09 2.07057e-09 1.08597e-09 1.02374e-08 2.17987e-08 7.59906e-09 4.08495e-09 2.36368e-09 9.88271e-09 4.98578e-09 2.09518e-09 1.4862e-09 3.93648e-09 3.09392e-09 3.01773e-09 1.20699e-09 1.31495e-09 3.3295e-09 1.0758e-08 3.57797e-09 3.0949e-09 1.59675e-09 9.91716e-09 5.6323e-09 2.22983e-09 3.80507e-09 2.17473e-09
threshold=0.11301500000000002 0.11986000000000001 -0.07533999999999999 -0.10973499999999999 0.10856500000000001 -0.090764999999999985 -0.089544999999999986 0.084550000000000014 -0.3960249999999999 -0.087769999999999973 0.10708500000000001 -0.064054999999999987 -0.088134999999999977 -0.048309999999999992 0.090345000000000023 0.096075000000000008 0.075045000000000014 -0.085034999999999986 0.091055000000000011 0.091580000000000009 0.087615000000000012 0.084755000000000011 -0.57146499999999989 0.089485000000000023 0.0034250000000000005 0.0068900000000000012 -0.082209999999999991 0.088520000000000015 -0.0066799999999999993 -0.069999999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 9 7 -7 -8 -5 12 -12 -10 -14 16 -16 17 -11 19 20 22 -22 -15 -21 26 -26 -24 28 -28 -27
right_child=1 2 -4 4 -6 6 8 -9 10 14 11 -13 13 18 15 -17 -18 -19 -20 23 21 -23 24 -25 25 29 27 -29 -30 -31
leaf_value=-7.8606555234728156e-07 1.1153222616215957e-06 -7.4838766295215464e-07 4.6549559641562154e-07 -1.2943824625351901e-06 7.5099177156485239e-07 -6.7830010753563589e-07 -1.7554351047692762e-06 3.9346877153434433e-06 -1.5910465128854415e-06 7.3308456194354221e-07 1.6721651693135049e-06 -9.1593822685354097e-07 9.6560346317563597e-07 1.2642939354505375e-06 1.2723168861856931e-06 -4.3645874053968981e-07 -1.2009830955916047e-06 -5.8008681922469159e-07 -7.6944444033632041e-07 4.1791446273956961e-08 -2.4934744880573074e-06 4.178806981750919e-07 1.6463737897051294e-06 1.3970116358760524e-06 -2.2198200391041769e-06 -4.6373214875322701e-07 1.1316953229349262e-06 -8.0276180982085584e-07 -2.8915125361844737e-09 8.93802529233767e-08
leaf_weight=20 27 20 20 31 36 21 25 20 20 35 36 25 22 22 26 28 26 35 21 72 22 30 21 22 23 101 30 34 2010 240
leaf_count=20 27 20 20 31 36 21 25 20 20 35 36 25 22 22 26 28 26 35 21 72 22 30 21 22 23 101 30 34 2010 240
internal_value=0 3.65013e-07 -1.41446e-07 -8.01592e-09 -2.88705e-09 -1.19396e-08 3.31632e-09 1.57194e-06 -1.98514e-08 -2.49376e-07 -4.07906e-09 6.11467e-07 -1.80375e-08 -6.2547e-09 -3.34083e-08 3.86285e-07 -2.69486e-07 7.64989e-08 -1.4329e-08 -8.29273e-09 -2.19219e-08 -8.13846e-07 -5.32375e-09 3.58971e-07 -1.66827e-08 -2.10004e-07 1.69064e-08 4.07434e-10 1.37936e-08 -7.44448e-08
internal_weight=0 67 40 3054 3034 2998 2817 41 2776 181 2751 61 2690 2670 150 54 96 70 2648 2627 2533 52 2481 94 2459 364 2095 2074 2040 341
internal_count=3121 67 40 3054 3034 2998 2817 41 2776 181 2751 61 2690 2670 150 54 96 70 2648 2627 2533 52 2481 94 2459 364 2095 2074 2040 341
is_linear=0
shrinkage=0.1


Tree=8055
num_leaves=31
num_cat=0
split_feature=401 1210 132 1185 1203 1186 129 1184 1 3 124 482 159 1 1 1 43 16 1 1427 150 49 447 12 42 42 42 13 0 42
split_gain=9.505e-10 1.54655e-09 1.02418e-09 6.67272e-09 3.61907e-09 9.06936e-10 2.30262e-09 2.69717e-09 1.14439e-09 2.844e-09 3.02749e-09 3.01774e-09 3.35728e-09 2.42131e-09 4.39463e-09 2.59652e-09 2.35087e-09 4.45497e-09 2.22333e-09 1.29998e-09 2.21209e-09 9.44312e-09 2.23051e-09 5.5556e-09 1.97503e-09 1.57764e-09 5.86469e-09 9.51345e-09 7.73626e-09 7.23346e-09
threshold=0.13837000000000002 -0.38516499999999992 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.090275000000000008 -0.077709999999999987 0.084515000000000021 0.12656000000000003 -0.069009999999999974 1.0000000180025095e-35 0.089605000000000018 0.10713500000000002 0.13534000000000004 0.13756000000000004 0.13265500000000002 -0.074974999999999986 -0.25582999999999995 0.12337000000000002 0.089335000000000012 0.12640500000000002 -0.045154999999999994 0.089635000000000006 1.0000000180025095e-35 0.089625000000000024 0.092860000000000012 0.091295000000000015 -0.083364999999999981 -0.080604999999999996 0.090990000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -5 8 18 -10 11 12 13 15 -15 -11 -16 -18 19 20 22 -22 25 -24 -21 26 29 -28 -29 -8
right_child=-2 2 3 5 -6 -7 7 -9 9 10 -12 -13 -14 14 16 -17 17 -19 -20 24 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=6.8546358058731789e-07 -6.7050904622841955e-07 -5.5027164121961435e-08 1.7891256599493015e-06 -8.7792174857289264e-07 -1.2732265636726329e-06 4.9181667378661591e-07 -3.6892396316294104e-08 1.159991429631191e-06 -1.0900128459390146e-06 -8.7813205254860801e-08 -1.1921900243743784e-06 -1.0304771561579954e-06 1.3136566622051761e-06 -1.5471851384063485e-06 1.017005560868256e-06 1.4017652411914903e-06 -1.2238502663400107e-06 5.0424050194968523e-07 1.0157368303060305e-06 1.1582530161054668e-06 6.3085390700952833e-07 -2.3112864857921526e-06 1.7310108515289358e-06 -3.377731578287543e-07 -1.6968565082566199e-07 1.6098652668173805e-07 -2.6135570954505493e-06 1.1568920878902567e-06 -1.5322946256901561e-06 1.6122646067523655e-06
leaf_weight=33 21 189 21 30 28 37 1779 20 32 25 22 23 23 21 20 22 26 35 22 24 24 20 25 27 21 458 23 23 20 27
leaf_count=33 21 189 21 30 28 37 1779 20 32 25 22 23 23 21 20 22 26 35 22 24 24 20 25 27 21 458 23 23 20 27
internal_value=0 4.53538e-09 -2.7912e-09 1.31543e-08 -2.12214e-07 -2.89056e-11 -6.54692e-09 2.91769e-09 -5.52194e-09 -2.09937e-07 -8.01567e-08 4.53034e-08 1.89158e-07 1.55774e-08 -2.58063e-07 6.09436e-07 7.61534e-08 -2.32323e-07 1.4895e-08 5.98424e-09 -3.89432e-09 -7.06483e-07 9.0838e-09 6.56835e-07 5.38548e-07 -5.37244e-09 -4.60735e-08 -9.71957e-07 -9.38924e-08 -1.22372e-08
internal_weight=0 3100 3067 2850 217 2829 2792 2762 2742 249 217 195 172 149 102 47 81 61 2493 2471 2426 44 2382 52 45 2330 1872 66 43 1806
internal_count=3121 3100 3067 2850 217 2829 2792 2762 2742 249 217 195 172 149 102 47 81 61 2493 2471 2426 44 2382 52 45 2330 1872 66 43 1806
is_linear=0
shrinkage=0.1


Tree=8056
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 12 2 3 399 9 9 12 41 41 3 2 43 132 40 120 4 374 13 2 12 0 4 3 45 48 13
split_gain=9.61377e-10 2.38835e-08 1.40946e-08 2.30108e-09 9.22319e-10 1.54189e-09 2.71259e-09 1.65582e-09 8.77354e-10 2.70267e-09 1.81884e-09 1.14573e-09 2.73005e-09 1.21387e-09 1.03927e-09 1.35874e-09 9.20676e-10 8.87119e-10 2.60638e-09 1.07991e-09 1.19105e-09 1.32214e-09 4.97141e-09 1.11852e-08 2.66658e-09 2.9005e-09 1.90316e-09 2.46198e-09 1.87236e-09 3.30601e-09
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.085960000000000023 0.11418000000000002 0.089725000000000013 -0.073309999999999986 0.085965000000000014 0.092410000000000006 0.088235000000000022 -0.010834999999999999 0.086565000000000017 0.091290000000000024 -0.098469999999999988 -0.045829999999999989 -0.082144999999999982 -0.050879999999999988 -0.24290999999999999 0.091385000000000008 0.62931500000000018 0.088235000000000008 -0.17933499999999997 0.11389000000000002 0.09202500000000001 -0.075934999999999989 0.0037800000000000004 0.13524500000000003 0.094030000000000016 0.12879500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 7 -7 -1 9 11 -10 14 -13 -14 15 -4 -16 -18 19 20 21 22 23 -19 25 -24 27 28 -23 -30
right_child=2 -3 8 -5 -6 6 -8 -9 10 -11 -12 12 13 -15 16 -17 17 18 -20 -21 -22 26 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-7.7673823021221467e-07 -2.5367580829796764e-06 3.3270329269767402e-06 1.3802395122703665e-07 -9.6953655084407428e-07 -4.3107805786290466e-07 -2.4957357817627437e-07 1.2920960255087267e-06 1.7664985040458499e-07 1.1270620824515868e-06 -1.0599126359996566e-06 -1.0407447490479172e-07 1.3588415142640727e-06 4.5250231153204371e-07 -6.0234910762346779e-07 6.0821022975687815e-07 -9.3447657844889259e-07 -6.6498047317509197e-07 -2.8326732474072615e-06 1.1407882715275265e-06 -6.728444953788919e-07 6.3831752352770907e-07 1.9346558830938593e-08 1.4889575125954208e-06 4.3115726675696787e-07 -6.9293134906136242e-07 -1.2030763170874556e-07 7.4113744338839242e-07 -1.1064798292181878e-06 2.3298266535491733e-07 -1.5414415451059107e-06
leaf_weight=27 22 22 21 29 39 21 25 56 21 24 28 21 24 20 25 27 20 21 20 24 29 2369 21 21 23 24 35 20 21 21
leaf_count=27 22 22 21 29 39 21 25 56 21 24 28 21 24 20 25 27 20 21 20 24 29 2369 21 21 23 24 35 20 21 21
internal_value=0 2.02045e-07 -1.52362e-08 -1.46938e-07 -4.94184e-09 1.2389e-07 5.8829e-07 -1.33488e-07 4.02538e-09 -3.236e-09 4.23555e-07 5.79864e-09 4.2075e-07 -2.69756e-08 -4.03792e-09 -4.65258e-07 4.17981e-09 -1.47803e-09 3.53143e-09 -5.1202e-09 1.03157e-09 -6.14284e-09 -3.4535e-07 -1.20076e-06 1.8299e-07 6.30683e-07 8.98807e-09 -1.55296e-09 7.61276e-09 -6.54229e-07
internal_weight=0 219 2902 197 168 129 46 83 2880 2831 49 2807 65 44 2742 48 2694 2669 2649 2629 2605 2576 110 42 68 45 2466 2431 2411 42
internal_count=3121 219 2902 197 168 129 46 83 2880 2831 49 2807 65 44 2742 48 2694 2669 2649 2629 2605 2576 110 42 68 45 2466 2431 2411 42
is_linear=0
shrinkage=0.1


Tree=8057
num_leaves=31
num_cat=0
split_feature=394 1212 403 1212 1212 1212 13 1212 1210 1210 1209 1208 403 3 403 401 402 403 132 132 128 128 1185 1185 129 402 13 16 0 42
split_gain=8.72158e-10 8.31478e-10 1.49161e-09 1.06572e-09 2.79424e-09 2.4705e-09 2.19202e-09 1.75595e-09 1.22486e-09 1.27994e-09 1.38522e-09 1.84101e-09 1.68054e-09 1.12467e-08 3.40112e-09 1.13243e-09 3.92536e-09 3.26156e-09 9.98867e-10 2.18585e-09 2.40577e-09 1.07077e-09 2.83315e-09 1.11713e-09 1.36126e-09 2.08626e-09 3.3809e-09 6.68137e-09 1.58274e-09 1.22778e-09
threshold=0.264685 -0.53159999999999996 0.51291000000000009 -0.09386499999999999 -0.089079999999999979 -0.073259999999999978 -0.070999999999999994 -0.055019999999999993 -0.40154499999999999 -0.14310999999999999 -0.084519999999999984 0.11846000000000001 -0.5335399999999999 -0.085709999999999995 -0.52336499999999997 -1.0000000180025095e-35 -0.45015499999999992 -0.44023999999999991 -0.44750499999999993 -0.41094499999999995 0.11787500000000002 0.10773500000000001 0.092945000000000014 0.085600000000000009 -0.077709999999999987 0.09277500000000001 -0.097984999999999989 -0.083134999999999987 -0.079634999999999997 -0.015274999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -3 -7 -9 -10 -11 12 13 -12 -14 16 -16 -17 -19 -20 21 22 23 24 -21 -26 -27 -28 -29 -25
right_child=-2 2 -4 4 5 7 -8 8 9 10 11 -13 14 -15 15 17 -18 18 19 20 -22 -23 -24 29 25 26 27 28 -30 -31
leaf_value=-6.4743582697701648e-07 5.8828264718613358e-07 -8.8103078553558601e-07 7.1322752089913446e-07 1.1512760325093128e-06 -8.1832617119338527e-07 8.9399261262521823e-07 2.2938035915132104e-07 7.405247618986654e-07 -7.5148105956348288e-07 -7.9292221719449367e-07 -1.070330832135369e-06 9.5969117978711445e-07 -1.1996128825112844e-06 1.7415731301270805e-06 -1.1079839761610596e-06 1.1201035070266349e-06 5.7374430703614216e-07 -6.2217972946690192e-07 9.9329416766057537e-07 -5.9768690499296152e-07 -9.2961928714885295e-07 6.0655696290331404e-07 -1.1612477678790173e-06 1.0093119988635843e-06 -1.4072881196811918e-08 -4.9564944199736219e-07 2.3587110499079246e-06 -2.1438893301447852e-07 8.6624239607455977e-07 -4.826785858621666e-08
leaf_weight=20 25 40 29 21 37 22 32 22 23 22 25 20 24 33 35 26 23 26 22 38 28 29 21 23 2330 28 20 33 23 21
leaf_count=20 25 40 29 21 37 22 32 22 23 22 25 20 24 33 35 26 23 26 22 38 28 29 21 23 2330 28 20 33 23 21
internal_value=0 -4.74369e-09 -5.6494e-10 -7.3585e-09 1.84192e-09 -6.32941e-09 -3.87515e-07 3.97017e-09 -2.79339e-09 -8.48535e-09 -2.48924e-09 3.65981e-09 -3.14953e-09 5.29546e-07 -1.43846e-08 -3.94967e-09 -4.41092e-07 5.55341e-09 -5.41491e-09 7.1502e-10 -7.70315e-09 2.35673e-09 -4.54978e-09 5.10469e-09 -3.78525e-09 5.48684e-09 4.437e-07 7.89776e-07 2.29442e-07 5.04558e-07
internal_weight=0 3096 3076 3047 2975 2954 72 2917 2895 2873 2850 2828 2808 58 2750 2726 58 2668 2642 2616 2594 2566 2537 2516 2472 2434 104 76 56 44
internal_count=3121 3096 3076 3047 2975 2954 72 2917 2895 2873 2850 2828 2808 58 2750 2726 58 2668 2642 2616 2594 2566 2537 2516 2472 2434 104 76 56 44
is_linear=0
shrinkage=0.1


Tree=8058
num_leaves=31
num_cat=0
split_feature=1208 1208 403 3 1210 3 1208 403 401 1212 1212 16 0 1209 1213 1213 1186 1209 16 401 42 403 132 15 1211 132 4 2 399 41
split_gain=9.80488e-10 1.38629e-09 1.10227e-09 8.57774e-09 3.70384e-09 1.8486e-08 2.59216e-09 1.03332e-09 2.24925e-09 1.50752e-09 1.41825e-09 8.44541e-09 5.56013e-09 1.26621e-09 2.15071e-09 4.79184e-09 3.27948e-09 2.20663e-09 2.13497e-09 1.69004e-09 7.87376e-09 3.08309e-09 1.88921e-09 4.59924e-08 3.64247e-08 6.69298e-09 1.08267e-09 1.67461e-09 2.38184e-09 1.08263e-09
threshold=0.12461500000000002 0.10737500000000001 -0.54856499999999986 -0.085784999999999986 -0.13847499999999999 -0.082284999999999983 0.086590000000000014 0.62200000000000011 0.13148500000000005 0.13795000000000002 -0.089079999999999979 -0.092484999999999984 -0.086074999999999985 -0.087199999999999986 0.10336000000000002 0.12275000000000001 -0.13028499999999998 -0.069599999999999981 -0.087989999999999985 -1.0000000180025095e-35 0.11747 -0.42244999999999994 -0.083284999999999984 0.091915000000000011 0.092860000000000012 -0.085534999999999986 0.10924000000000002 0.089885000000000007 0.085965000000000014 0.088520000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 8 9 10 11 -6 -13 -12 16 -16 -15 -18 -17 20 -19 -21 23 25 29 26 27 28 -23 -24
right_child=-2 -3 4 -5 6 -7 -8 -9 -10 -11 13 12 -14 14 15 18 17 19 -20 21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.1938342379380628e-06 -6.9792046190286779e-07 7.3163862775406701e-07 3.1392508640237794e-06 -1.4160965620516545e-06 -1.9073425225822295e-06 -1.0614357279337128e-06 -1.1414093916073398e-06 -6.1492204753011289e-07 9.325297261634311e-07 8.2292356402356077e-07 7.7756613964517056e-07 1.6104187864129928e-06 -4.6913621360999973e-07 1.289424021422292e-06 -1.8083588353571639e-06 -8.0618135787820708e-07 1.0251714619308978e-06 -1.4486527277313144e-06 3.925662899571482e-07 1.1361347119986932e-06 9.5262532640431759e-07 -6.8934467296493926e-07 2.0613103402263653e-08 4.835282285284848e-06 -4.172910216549921e-06 -1.7479672749232122e-06 -6.3636408153148045e-07 7.1311446442715962e-07 3.7535087328028858e-07 -4.3234252794798495e-07
leaf_weight=20 20 26 20 34 26 22 20 27 26 22 21 20 36 20 21 24 21 36 39 24 22 38 2312 20 21 25 21 36 47 54
leaf_count=20 20 26 20 34 26 22 20 27 26 22 21 20 36 20 21 24 21 36 39 24 22 38 2312 20 21 25 21 36 47 54
internal_value=0 4.50819e-09 -1.63991e-09 -4.49456e-07 6.36474e-09 9.38891e-07 -6.78266e-09 8.86326e-10 6.55714e-09 -1.72754e-09 -8.01822e-09 -4.17944e-07 2.73562e-07 3.97819e-09 -1.86336e-09 -5.00164e-07 1.36566e-08 4.12526e-09 -6.40995e-08 -3.94778e-09 -5.37823e-07 7.97092e-09 -2.54809e-09 3.03537e-07 -2.65271e-08 -2.39188e-07 2.64427e-08 1.41475e-07 -1.00631e-07 1.02751e-08
internal_weight=0 3101 3075 54 3021 42 2979 2959 2932 2906 2884 82 56 2802 2781 84 2697 2677 63 2656 58 2598 2574 187 2387 167 142 121 85 2366
internal_count=3121 3101 3075 54 3021 42 2979 2959 2932 2906 2884 82 56 2802 2781 84 2697 2677 63 2656 58 2598 2574 187 2387 167 142 121 85 2366
is_linear=0
shrinkage=0.1


Tree=8059
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 129 1184 401 3 3 1212 1212 43 16 16 401 1212 2 1210 1212 52 402 160 484 16 130 1210 130 12 12 42
split_gain=1.06206e-09 6.988e-09 3.70128e-09 9.18383e-10 1.71461e-09 2.03812e-09 9.58667e-10 7.50369e-09 1.21234e-08 1.12625e-08 2.06674e-08 6.60588e-09 3.07525e-09 5.08929e-09 2.53741e-09 2.15667e-09 3.32597e-09 3.11665e-09 2.26991e-09 2.13108e-09 1.73089e-09 8.06743e-09 1.46743e-08 1.52543e-08 2.08968e-09 6.17271e-09 5.35455e-09 4.11017e-09 1.07617e-08 4.43272e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.090275000000000008 -0.077709999999999987 0.084515000000000021 0.091040000000000024 -0.078724999999999976 -0.075634999999999994 -0.092474999999999988 -0.082209999999999991 -0.0040649999999999983 -0.08595499999999999 0.023255000000000001 0.085900000000000018 -0.08867499999999999 0.086375000000000021 -0.099939999999999987 -0.063924999999999996 0.083680000000000018 0.079755000000000006 -0.025879999999999997 -0.081614999999999979 -0.08231999999999999 0.08610000000000001 -1.0000000180025095e-35 0.016915000000000003 0.090545000000000014 0.09474500000000001 -0.23037499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 14 9 -9 11 -11 -8 -10 -14 15 16 -6 -17 -19 -12 24 -22 -23 -24 26 -26 -20 29 -29 -27
right_child=1 3 -4 -5 5 -7 7 8 12 10 19 -13 13 -15 -16 17 -18 18 20 -21 21 22 23 -25 25 27 -28 28 -30 -31
leaf_value=-4.9409143073238709e-08 1.8336909025016385e-06 -7.5557408062347047e-07 -1.2437862066387122e-06 4.9786708387187362e-07 1.6011768642394081e-06 1.0103370959768654e-06 1.6804045538327214e-06 2.5010231506815796e-06 7.1827202894134894e-07 -4.2851946500377386e-06 -1.0819705638906187e-06 -8.306926190471132e-07 -1.8816555268585945e-06 3.7429063979743661e-07 9.5985692780686817e-07 -9.0772137767951211e-07 -2.0070603511612718e-07 9.7261429630179931e-07 2.4126891063282791e-08 3.2638718689018531e-07 1.1004096634792405e-06 -2.9002751280131633e-06 -1.9096827646063293e-06 1.2337799558425009e-06 -1.9781929475470862e-06 1.6851880104695738e-06 1.6286284522136287e-06 -2.5859965103336435e-06 1.1008109332148086e-07 -9.420228982056264e-08
leaf_weight=192 21 30 30 37 21 20 22 22 22 20 22 20 20 20 28 38 20 24 2173 21 28 25 26 38 20 21 21 20 57 42
leaf_count=192 21 30 30 37 21 20 22 22 22 20 22 20 20 20 28 38 20 24 2173 21 28 25 26 38 20 21 21 20 57 42
internal_value=0 1.61338e-08 -2.10811e-07 2.87156e-09 -3.57506e-09 4.45055e-09 -2.75753e-09 -2.20216e-07 4.84252e-07 -7.83791e-07 -1.62941e-06 4.84644e-07 -2.31376e-07 -7.53682e-07 1.30379e-08 2.73839e-09 7.2221e-07 -8.90721e-09 4.78214e-09 -3.94168e-07 -4.61809e-09 -3.8003e-07 -8.45786e-07 -4.32518e-08 1.40409e-08 -3.34854e-07 3.94845e-08 -1.00092e-07 -5.90199e-07 4.98928e-07
internal_weight=0 2899 222 2878 2841 2811 2791 189 84 105 63 42 62 40 2602 2574 41 2533 2495 43 2471 117 89 64 2354 160 2194 140 77 63
internal_count=3121 2899 222 2878 2841 2811 2791 189 84 105 63 42 62 40 2602 2574 41 2533 2495 43 2471 117 89 64 2354 160 2194 140 77 63
is_linear=0
shrinkage=0.1


Tree=8060
num_leaves=31
num_cat=0
split_feature=1211 50 50 16 3 1186 1213 1212 42 1210 15 403 133 401 42 402 3 394 390 130 393 1213 12 4 402 1210 1208 13 1209 42
split_gain=9.64396e-10 6.80774e-09 3.1399e-09 2.60963e-09 3.1579e-09 1.32344e-09 1.25081e-09 8.5372e-09 1.58483e-08 7.48632e-09 4.58576e-09 1.0066e-08 3.14372e-09 5.23876e-09 2.3868e-09 1.98002e-09 9.80809e-09 4.21413e-09 5.99403e-09 5.24751e-09 1.80424e-09 1.56685e-09 6.10243e-09 3.45144e-09 1.61117e-09 2.65357e-09 4.42365e-09 3.32118e-09 2.6207e-09 5.47121e-09
threshold=0.087635000000000005 0.096900000000000014 0.08461500000000001 -0.081299999999999983 -0.082974999999999979 -0.095479999999999982 -0.090764999999999985 -0.089544999999999986 0.08623500000000002 -0.3960249999999999 0.085035000000000013 -0.0038999999999999994 -0.054584999999999995 0.093220000000000011 0.084535000000000013 0.10708500000000001 -0.085709999999999995 -0.10421499999999999 0.087590000000000015 0.0032450000000000001 0.10358500000000001 0.087735000000000021 0.086655000000000024 -0.080744999999999997 -0.45015499999999992 0.0028200000000000005 0.092250000000000013 -0.051094999999999995 -0.067109999999999989 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 10 8 -8 -9 14 -12 13 -13 -7 17 -17 19 20 -11 21 24 -23 -24 -19 26 28 -27 29 -26
right_child=1 -3 -4 -5 -6 6 7 9 -10 15 11 12 -14 -15 -16 16 -18 18 -20 -21 -22 22 23 -25 25 27 -28 -29 -30 -31
leaf_value=-6.7335490655295876e-07 -2.2588169201753772e-07 1.5950170713570817e-06 -1.2325504627597184e-06 -3.9524508898362386e-07 1.3248347629306754e-06 -1.4298457504732402e-07 -5.3011586032880596e-07 -1.7337298340862619e-06 3.4508773919128547e-06 -1.9812323292474806e-06 -2.6390942648071189e-06 1.5346118391335042e-06 -1.1088976932569494e-06 -4.9422284186156117e-07 1.1083920128385216e-06 -8.2266067596188071e-07 1.7047139665999782e-06 -7.6928095377634575e-07 1.6912120894998919e-06 1.3252960882156279e-07 8.2371481522176731e-07 -1.9504490819599594e-06 1.0419110695507202e-06 -7.2943560912687077e-07 -3.3684929850669902e-07 1.686695036694021e-06 -1.4182763315127226e-06 -3.5319924052146237e-08 -8.3976927268412431e-09 1.8443368290995157e-06
leaf_weight=30 24 30 20 48 29 35 20 25 20 24 21 20 25 35 27 28 34 27 21 23 26 20 22 22 23 21 22 24 2352 23
leaf_count=30 24 30 20 48 29 35 20 25 20 24 21 20 25 35 27 28 34 27 21 23 26 20 22 22 23 21 22 24 2352 23
internal_value=0 2.46535e-07 -8.77994e-08 1.38884e-07 6.22624e-07 -1.25295e-08 -5.78636e-09 1.00162e-08 1.46038e-06 -1.11802e-08 -2.75011e-07 -6.90584e-07 -1.791e-07 2.43535e-07 4.0197e-07 4.69874e-09 5.63319e-07 -8.37086e-09 8.57419e-09 -9.46838e-07 -5.11109e-09 -1.3542e-08 -5.02102e-07 1.56238e-07 -9.94746e-10 7.42056e-09 -6.72778e-09 7.68287e-07 6.2222e-09 7.53744e-07
internal_weight=0 151 121 101 53 2970 2940 2777 40 2737 163 101 80 55 62 2712 62 2650 2603 47 2582 2556 64 44 2492 2465 2420 45 2398 46
internal_count=3121 151 121 101 53 2970 2940 2777 40 2737 163 101 80 55 62 2712 62 2650 2603 47 2582 2556 64 44 2492 2465 2420 45 2398 46
is_linear=0
shrinkage=0.1


Tree=8061
num_leaves=31
num_cat=0
split_feature=1212 16 15 0 12 1213 1210 1213 12 1212 403 42 1210 0 1213 13 1212 1211 1210 1210 1447 12 1447 483 403 0 132 1203 1186 12
split_gain=8.87796e-10 4.3513e-09 6.59605e-09 1.31508e-09 1.70045e-09 1.26486e-09 1.04056e-08 9.28738e-09 3.04135e-09 4.10188e-09 5.16713e-09 4.43137e-09 1.98715e-09 2.58079e-09 2.00994e-09 1.91334e-09 1.88689e-09 2.40736e-09 1.75348e-09 2.33595e-09 1.44897e-09 7.33169e-09 9.33398e-09 3.86387e-09 3.76114e-09 2.2839e-09 1.57601e-09 3.41192e-09 2.59261e-09 2.89186e-09
threshold=-0.09083999999999999 -0.092484999999999984 0.085465000000000013 -0.080869999999999984 0.088245000000000004 -0.084619999999999987 -0.094799999999999982 -0.082704999999999987 0.09320500000000001 0.087505000000000013 -0.084339999999999984 0.083865000000000009 -0.13847499999999999 -0.071339999999999987 -0.081399999999999986 -0.0060599999999999994 0.13631000000000001 0.11541000000000001 -0.079004999999999978 -0.065674999999999983 -0.085709999999999995 0.083985000000000018 -0.086849999999999997 0.086010000000000017 -0.55157999999999985 -0.082394999999999982 -0.083174999999999985 0.088820000000000024 -0.085584999999999981 0.088435000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -2 -7 9 11 -11 15 13 -9 -14 -8 17 18 -16 -20 21 -21 23 25 -22 -23 27 -26 29 -28
right_child=5 2 3 -5 -6 7 8 12 -10 10 -12 -13 14 -15 16 -17 -18 -19 19 20 24 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-1.3129672485471627e-06 2.4188072612219002e-06 1.3669837896048063e-06 -2.3133131597647276e-07 7.8094332652213911e-08 -1.4578090610939397e-06 -2.0058606967564706e-06 6.0507682676940867e-07 -9.1605480747603005e-08 1.0206460975344575e-06 1.7060701793525368e-06 -5.122802750043948e-07 -1.4306064018898258e-06 8.9427378816253626e-07 1.5148787133512087e-06 -7.0232036364359374e-07 -6.9591062811014138e-07 -9.0839931129701898e-07 8.6340186005173798e-07 1.0264649378396741e-06 1.5711902429248929e-06 -1.2700877031572115e-06 6.4506092034122276e-07 -2.0532698377451201e-06 1.5756612339146159e-06 -1.3863199324686386e-07 -8.4809843174514844e-07 -2.2080925274084705e-08 -1.4963649840908712e-06 -4.7082327318217751e-09 1.6185156266060186e-06
leaf_weight=30 20 28 26 31 20 23 26 20 24 21 21 37 25 20 36 20 23 32 22 34 24 20 20 20 156 21 22 21 2257 21
leaf_count=30 20 28 26 31 20 23 26 20 24 21 21 37 25 20 36 20 23 32 22 34 24 20 20 20 156 21 22 21 2257 21
internal_value=0 -2.5084e-07 5.26255e-08 -4.25323e-07 -7.64583e-07 1.13356e-08 2.77057e-07 -4.60577e-09 -1.04266e-08 -2.08393e-07 5.96895e-07 -6.15887e-07 1.18684e-08 7.11637e-07 1.70475e-09 3.94301e-08 -6.47196e-09 1.19409e-09 -9.12403e-09 3.35816e-10 -8.29371e-09 3.38778e-07 -1.78531e-07 4.36137e-07 -2.42526e-08 -1.19728e-07 -1.21815e-08 -2.99719e-07 9.94633e-09 7.79141e-07
internal_weight=0 135 105 77 46 2986 169 2817 149 125 42 83 2794 40 2754 46 2729 2706 2674 2638 2616 115 81 61 2501 41 2477 177 2300 43
internal_count=3121 135 105 77 46 2986 169 2817 149 125 42 83 2794 40 2754 46 2729 2706 2674 2638 2616 115 81 61 2501 41 2477 177 2300 43
is_linear=0
shrinkage=0.1


Tree=8062
num_leaves=31
num_cat=0
split_feature=132 1203 393 50 447 455 4 41 41 33 403 403 403 1210 1212 3 4 4 394 390 1212 52 12 2 1212 1210 1212 1212 403 401
split_gain=1.0074e-09 2.53214e-08 1.44324e-08 4.7217e-09 8.38747e-10 1.01878e-09 2.28537e-09 1.02713e-09 2.84886e-09 2.8425e-09 1.12135e-09 2.12116e-09 2.77016e-09 1.6115e-09 1.07784e-09 3.69489e-09 2.46545e-09 2.26568e-09 1.39232e-09 2.57926e-09 1.33984e-09 6.03807e-09 5.64719e-09 4.57983e-09 3.47493e-09 1.68014e-09 1.45006e-09 2.40835e-09 1.25674e-09 2.03842e-09
threshold=-0.083284999999999984 0.089165000000000008 0.12679500000000002 0.10022000000000002 0.097325000000000009 0.090605000000000019 0.098655000000000007 0.088520000000000015 0.093890000000000015 -0.0066799999999999993 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 -0.3960249999999999 0.10321500000000002 -0.076514999999999986 -0.078439999999999996 -0.082249999999999976 -0.12099999999999998 0.090205000000000007 0.087615000000000012 0.086635000000000004 0.089300000000000004 0.084985000000000019 0.086995000000000017 -0.090009999999999993 0.08401500000000002 0.0025400000000000002 0.62200000000000011 0.13148500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 7 -7 9 -9 -2 -11 -12 -13 -14 18 16 17 -16 -15 20 24 22 23 -22 25 -20 27 28 29 -27
right_child=2 -3 -4 -5 -6 6 -8 8 -10 10 11 12 13 14 15 -17 -18 -19 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.9223352283295815e-09 9.6152945711618227e-07 3.3457724740678127e-06 -2.692635720791259e-06 -1.6175365169601719e-06 -5.4167861500380759e-07 1.2787732774199868e-06 -1.4308140521279712e-07 -1.3112050822883248e-06 1.4099890198135005e-07 5.9651852116222743e-07 -9.2520239149962444e-07 1.172698482037049e-06 -8.6093333183353863e-07 6.3043075673511237e-07 -1.8976591104546971e-07 1.4982094494290063e-06 -5.8520728643803693e-07 1.1565408258320532e-06 8.8050660559972686e-07 -1.1269740229278926e-06 -1.472701276962534e-06 -1.3602035520622081e-06 1.4400390848360682e-06 3.8971501629519829e-07 1.1995977941955026e-06 -2.2470434610651444e-08 -7.9126576982465251e-07 9.6621212014724724e-07 -7.5613253774582016e-07 9.6744214001124163e-07
leaf_weight=176 31 23 20 20 28 20 26 22 35 31 25 20 22 33 25 21 38 25 21 21 23 39 24 31 24 2204 24 25 23 21
leaf_count=176 31 23 20 20 28 20 26 22 35 31 25 20 22 33 25 21 38 25 21 21 23 39 24 31 24 2204 24 25 23 21
internal_value=0 2.06814e-07 -1.56075e-08 -1.61533e-07 2.97004e-09 8.31348e-09 4.75116e-07 6.66422e-10 -4.19501e-07 9.37218e-09 -1.47961e-09 -8.37361e-09 2.30269e-10 -8.63863e-09 -1.48741e-09 3.06366e-07 2.19488e-08 4.83387e-07 -1.48404e-08 -2.34267e-08 -1.40023e-08 -3.44256e-07 1.63718e-07 -4.03536e-07 2.49629e-09 -9.8982e-09 -1.80386e-08 -9.87431e-09 -2.07294e-08 -1.31274e-08
internal_weight=0 219 2902 196 2882 2854 46 2808 57 2751 2720 2689 2664 2644 2622 109 88 50 2513 2480 2459 117 78 54 2342 2318 2297 2273 2248 2225
internal_count=3121 219 2902 196 2882 2854 46 2808 57 2751 2720 2689 2664 2644 2622 109 88 50 2513 2480 2459 117 78 54 2342 2318 2297 2273 2248 2225
is_linear=0
shrinkage=0.1


Tree=8063
num_leaves=31
num_cat=0
split_feature=401 1210 1210 1208 1208 403 1209 43 3 0 2 16 12 12 402 1201 12 12 401 0 1211 1203 4 1203 403 0 1212 43 1212 1213
split_gain=9.39813e-10 1.30984e-09 9.88102e-10 1.16096e-09 1.83061e-09 1.4406e-09 4.00449e-09 4.89911e-09 5.82821e-09 9.80386e-09 7.87429e-09 1.68454e-08 4.32972e-09 4.10296e-09 2.97782e-09 2.41525e-09 1.50641e-09 1.91238e-09 1.43637e-09 5.1577e-09 2.02546e-09 2.23143e-09 7.80803e-09 1.86276e-09 1.25485e-09 4.00293e-09 2.61658e-09 1.03437e-08 4.03227e-09 3.37577e-09
threshold=0.13837000000000002 -0.38516499999999992 -0.097479999999999983 0.11846000000000001 0.10480500000000002 -0.090774999999999981 0.085415000000000005 0.055925000000000009 -0.086274999999999977 -0.086234999999999992 0.083715000000000026 -0.052894999999999991 0.087695000000000009 0.086210000000000023 -0.019914999999999995 -0.081779999999999978 0.089300000000000004 0.094580000000000011 -0.099524999999999988 -0.072594999999999979 0.11048500000000001 0.088820000000000024 -0.076229999999999978 0.086445000000000008 -0.085729999999999987 -0.086284999999999987 0.087505000000000013 -0.011694999999999999 0.08401500000000002 -0.086179999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 9 -4 -10 12 -12 -11 -14 -7 -15 -18 19 -17 21 23 -23 24 25 -20 28 -28 -26 -29
right_child=-2 2 3 -5 -6 15 -8 -9 10 13 11 -13 14 16 -16 18 17 -19 20 -21 -22 22 -24 -25 26 -27 27 29 -30 -31
leaf_value=6.3118482861076095e-07 -6.6670945237828649e-07 -5.3830701661434647e-07 2.1766465035984066e-06 7.2759325307329589e-07 -9.550256624635268e-07 -1.1133241122252002e-06 1.2691876854376007e-06 1.3398680938589029e-06 9.2172491510685475e-07 -1.2545593319503366e-06 9.6769194624357626e-07 -2.9141783799483771e-06 1.6593255301576511e-07 1.0500761878314995e-06 -1.4107209510711984e-06 3.1828980885014369e-07 -6.0929343184714373e-07 7.1060389765469683e-07 3.6121388120591295e-07 -1.5859206737331988e-06 8.317218904768856e-07 -2.1794173176203914e-06 4.7147466784736029e-07 9.4161820947019371e-07 -1.4752988458735614e-09 -1.345298819109707e-06 2.4215566867269445e-06 9.1235346483623889e-07 -1.3616462285623047e-06 -5.4017993296184845e-07
leaf_weight=33 21 34 26 22 20 20 32 28 30 21 25 30 23 21 25 33 23 21 28 25 29 20 25 21 2342 27 22 24 22 48
leaf_count=33 21 34 26 22 20 20 32 28 30 21 25 30 23 21 25 33 23 21 28 25 29 20 25 21 2342 27 22 24 22 48
internal_value=0 4.52948e-09 -2.21315e-09 3.79648e-09 -1.49197e-09 4.88404e-09 2.10836e-07 8.67803e-08 -5.64297e-08 4.75068e-07 -5.04007e-07 -9.19268e-07 -9.94421e-08 -3.93629e-08 -6.55241e-07 -1.85022e-08 3.53239e-07 2.06576e-08 -1.0289e-08 -5.02491e-07 6.57241e-10 -8.68781e-09 -7.067e-07 3.70783e-09 -4.12987e-09 -4.76529e-07 6.44049e-09 5.23852e-07 -1.41334e-08 -5.60021e-08
internal_weight=0 3100 3067 3033 3011 2991 305 273 245 112 133 103 73 86 48 2686 65 44 2666 58 2608 2579 45 2534 2513 55 2458 94 2364 72
internal_count=3121 3100 3067 3033 3011 2991 305 273 245 112 133 103 73 86 48 2686 65 44 2666 58 2608 2579 45 2534 2513 55 2458 94 2364 72
is_linear=0
shrinkage=0.1


Tree=8064
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1208 1208 1209 1208 401 401 42 1209 1209 1212 1212 2 1212 481 2 159 481 13 2 2 2 2 2 1456 474 4
split_gain=9.52232e-10 2.41885e-08 1.26535e-08 5.35095e-09 9.45703e-10 1.4102e-09 1.09327e-09 1.79892e-09 1.07705e-09 1.00141e-09 3.15045e-09 1.72823e-09 1.81007e-09 1.26712e-09 1.392e-08 8.39433e-09 1.59062e-09 1.34284e-09 1.45079e-08 2.57442e-08 5.08109e-09 2.40359e-09 1.86919e-09 6.64016e-09 1.57201e-08 9.38178e-09 8.75849e-09 5.70717e-09 5.12854e-09 4.87615e-09
threshold=-0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 0.12461500000000002 0.10737500000000001 0.10691500000000002 0.080860000000000015 0.13699500000000003 0.11769000000000002 0.089535000000000017 -0.084519999999999984 -0.069599999999999981 -0.089544999999999986 -0.064959999999999976 0.08708500000000001 -0.009474999999999999 -0.087424999999999989 0.092875000000000013 -0.085179999999999992 -0.085894999999999985 -0.084154999999999994 0.085345000000000018 0.083995000000000014 0.084415000000000004 0.083715000000000026 0.084715000000000013 -0.091834999999999986 0.088290000000000021 -0.083644999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 8 9 11 -11 -4 -13 15 -15 -14 -16 18 19 -18 -19 -21 23 25 -25 27 -26 -22 29 -29
right_child=2 -3 4 -5 -6 -7 -8 -9 -10 10 -12 12 13 14 16 -17 17 20 -20 21 22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=2.5063552320324751e-08 -2.4043093948090579e-06 3.34595952431662e-06 -6.5961016465128832e-07 -1.7005636846079141e-06 -6.8216738554838233e-07 7.7119262045973384e-07 6.3470736643433126e-07 -8.491631242577568e-07 -6.785673023209118e-07 1.3927795262702604e-06 -3.8217157907638469e-07 9.1422826177346336e-07 -3.8711692286597101e-07 -2.3108056141679232e-06 8.4263470339267429e-07 1.7514488953220909e-06 -4.0853590195411011e-06 1.6093666249616946e-06 1.9160955565150123e-06 -5.6849045732037512e-07 1.7388634640980174e-06 7.1900550918159983e-07 -5.2342693573637247e-08 2.6389396038318999e-06 -1.6731569303374272e-06 -2.1231942184840593e-06 6.5923550704136022e-07 -5.5424961329279039e-07 -8.9929533384168862e-07 2.411570549500802e-07
leaf_weight=177 22 22 39 20 20 24 27 25 23 20 20 22 50 26 23 29 20 20 22 29 20 29 1626 34 21 20 69 92 55 475
leaf_count=177 22 22 39 20 20 24 27 25 23 20 20 22 50 26 23 29 20 20 22 29 20 29 1626 34 21 20 69 92 55 475
internal_value=0 2.01078e-07 -1.51677e-08 -1.50127e-07 3.08268e-09 7.87463e-09 1.41496e-09 -4.67222e-09 2.91121e-09 8.58814e-09 5.05304e-07 1.28618e-09 1.08965e-08 3.42537e-09 -8.64963e-09 3.97926e-07 1.47774e-08 7.25737e-09 -3.51881e-07 -9.91567e-07 2.20246e-08 7.52575e-08 8.86255e-09 1.35478e-07 8.07056e-07 9.68396e-09 1.15011e-07 7.61288e-08 2.26646e-08 1.12096e-07
internal_weight=0 219 2902 197 2880 2860 2836 2809 2784 2761 40 2721 2682 2660 2581 79 2555 2532 100 78 2432 58 2412 786 124 662 90 642 622 567
internal_count=3121 219 2902 197 2880 2860 2836 2809 2784 2761 40 2721 2682 2660 2581 79 2555 2532 100 78 2432 58 2412 786 124 662 90 642 622 567
is_linear=0
shrinkage=0.1


Tree=8065
num_leaves=31
num_cat=0
split_feature=1186 12 0 1213 132 43 394 132 50 400 130 130 1177 128 394 1184 394 394 128 128 128 128 128 400 1212 401 401 401 12 1209
split_gain=1.03879e-09 4.28559e-09 4.60613e-09 2.47252e-09 1.38478e-09 4.33369e-08 2.4555e-08 5.05088e-09 1.76116e-09 1.22869e-09 2.01949e-09 2.4862e-09 1.09722e-09 1.51901e-09 1.28044e-09 2.59367e-09 1.59815e-09 2.21351e-09 1.50167e-09 2.12478e-09 1.37052e-09 2.41823e-09 1.80832e-09 2.09731e-09 1.43705e-09 2.1132e-09 2.31827e-09 1.60257e-09 1.89887e-08 1.9241e-09
threshold=-0.010834999999999999 0.093965000000000007 -0.083804999999999977 -1.0000000180025095e-35 -0.083284999999999984 -0.011694999999999999 0.090335000000000013 -0.085534999999999986 0.09227500000000001 0.10782000000000001 0.115025 0.085970000000000005 -0.078779999999999989 0.12086000000000001 -0.12099999999999998 0.083155000000000021 -0.086374999999999993 -0.076319999999999985 0.10670500000000001 0.099125000000000005 0.09445000000000002 0.089290000000000022 0.085955000000000018 -0.39724499999999996 0.15358000000000002 0.13699500000000003 0.11769000000000002 0.10022000000000002 0.088245000000000004 -0.087199999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 12 8 9 10 11 -7 -6 14 -14 16 -16 -18 19 20 21 22 23 -19 25 26 27 29 -29 -25
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leaf_value=-2.5302597418885853e-07 4.1293664999670909e-06 1.4250316885758927e-06 -8.8300787455720732e-07 1.0343197689660183e-06 6.6939213887451394e-07 1.0012262249988041e-07 -3.4361899890557524e-06 -1.787251480458335e-06 -8.5514688753055117e-07 -5.3690653406387611e-07 -5.395450312448702e-07 1.4447947620510604e-06 6.9508099220281738e-07 -8.7801893585037753e-07 7.794063069337217e-07 -1.0449976533285131e-06 -9.0925888979722071e-07 -9.7856074215873052e-07 6.3338621531771869e-07 -1.0349516612961906e-06 8.0432017468757252e-07 -1.1021352722906387e-06 8.6569851826349496e-07 8.6115466659136409e-07 8.4636958504802354e-07 -1.0035782408868683e-06 7.8940734340449134e-07 -2.0622608640626555e-06 1.2856664824312249e-06 -3.9062245492407309e-09
leaf_weight=25 25 26 38 37 24 44 21 21 27 28 25 20 26 20 26 24 27 22 37 20 21 20 24 26 20 21 37 36 32 2321
leaf_count=25 25 26 38 37 24 44 21 21 27 28 25 20 26 20 26 24 27 22 37 20 21 20 24 26 20 21 37 36 32 2321
internal_value=0 2.81275e-07 -1.61012e-08 5.15229e-07 -1.18329e-08 2.49433e-07 -2.953e-08 -3.38436e-07 -1.27151e-07 4.08486e-08 2.22614e-07 5.20333e-07 -3.83319e-09 -9.68732e-09 -3.34914e-09 -1.00401e-08 -8.06242e-10 -8.42093e-09 8.02667e-10 -8.19948e-09 -2.40164e-10 -6.84265e-09 1.7851e-09 -6.45901e-09 2.11951e-09 -4.70823e-09 3.84653e-09 -8.18898e-09 -4.86766e-07 5.6769e-09
internal_weight=0 126 100 62 2995 190 2805 165 144 117 89 64 2784 2760 2740 2714 2690 2664 2637 2600 2580 2559 2539 2515 2493 2473 2452 2415 68 2347
internal_count=3121 126 100 62 2995 190 2805 165 144 117 89 64 2784 2760 2740 2714 2690 2664 2637 2600 2580 2559 2539 2515 2493 2473 2452 2415 68 2347
is_linear=0
shrinkage=0.1


Tree=8066
num_leaves=31
num_cat=0
split_feature=394 3 33 47 47 47 1456 159 160 42 0 1 1 16 43 483 1452 158 16 15 1452 158 482 52 42 15 482 2 51 480
split_gain=1.23914e-09 6.90787e-09 8.77053e-10 1.35171e-09 1.05521e-08 6.70557e-09 1.54924e-09 3.01404e-09 1.62764e-09 1.38793e-09 1.38257e-09 2.28927e-09 1.78956e-09 1.74203e-09 1.67572e-09 1.2295e-09 1.21724e-09 1.39864e-09 3.28547e-09 3.77028e-09 1.92364e-09 2.42927e-09 1.70869e-09 6.73512e-09 3.46788e-09 2.82103e-09 2.33209e-09 2.13887e-09 1.48114e-09 1.6957e-09
threshold=0.013605000000000001 -0.083489999999999995 -0.009184999999999997 0.094160000000000008 0.096475000000000019 0.090100000000000013 -0.078314999999999982 0.10333000000000002 -0.081399999999999986 0.10410000000000001 -0.060129999999999996 0.111945 0.12577000000000002 -0.13088499999999997 -0.081674999999999984 0.086880000000000013 0.11396500000000002 0.11245500000000001 -0.022939999999999999 0.089165000000000008 -0.073879999999999987 -0.46695499999999995 0.090355000000000005 0.12445000000000002 0.089245000000000005 -0.56020999999999987 0.086210000000000023 0.088555000000000009 -0.43587999999999999 0.11387000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 16 -6 8 15 10 11 13 -13 -10 -15 -8 17 20 -19 -20 -4 -22 25 24 27 -23 28 -24 -27 -30
right_child=1 -3 3 4 6 -7 7 -9 9 -11 -12 12 -14 14 -16 -17 -18 18 19 -21 21 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-5.3816724278388596e-07 1.2814610082494638e-06 -8.855965727860849e-07 9.5090908709088188e-07 2.3576238461265306e-06 -7.4989200870929737e-07 -1.3635105492201892e-06 -5.8948243501314816e-08 1.2866339608130773e-06 -6.5332163323716941e-07 -6.4480928878245852e-07 -2.7292679097475535e-07 1.4903140389868407e-06 2.4915998708474082e-07 -1.2862812424758048e-07 8.1749607020577114e-07 -1.1205709051864687e-06 6.2539909815010714e-07 -1.1731070781660065e-06 -8.7920844581476779e-07 9.2231376155583497e-07 -8.1448666848602361e-07 -1.1700485825676716e-06 1.0234012518531958e-06 2.046706268856724e-06 -1.0732043791831944e-06 7.3485102671628956e-07 9.9615644370240499e-07 -9.8748226835640517e-08 -3.3749303956571381e-08 7.3574690324268637e-07
leaf_weight=31 38 24 21 21 23 37 24 20 24 21 45 26 21 39 36 20 30 34 21 26 37 21 29 20 22 26 23 41 2291 29
leaf_count=31 38 24 21 21 23 37 24 20 24 21 45 26 21 39 36 20 30 34 21 26 37 21 29 20 22 26 23 41 2291 29
internal_value=0 4.426e-07 -8.96666e-09 -3.54882e-09 1.90814e-07 -2.65164e-08 3.86303e-08 1.0434e-07 1.19738e-08 1.26847e-07 2.11688e-07 3.61056e-07 9.35756e-07 8.82186e-08 3.25511e-07 -5.41504e-07 -7.9957e-09 -1.51906e-08 -4.24307e-07 1.17378e-07 -2.24594e-09 -1.01295e-08 1.76551e-09 3.83514e-07 2.19507e-08 -1.6124e-08 -5.89501e-09 3.66142e-07 -1.5719e-08 -2.41306e-08
internal_weight=0 62 3059 3028 320 2708 299 276 256 212 191 146 47 99 75 44 2671 2641 81 47 2560 2539 2502 112 92 2390 2369 70 2346 2320
internal_count=3121 62 3059 3028 320 2708 299 276 256 212 191 146 47 99 75 44 2671 2641 81 47 2560 2539 2502 112 92 2390 2369 70 2346 2320
is_linear=0
shrinkage=0.1


Tree=8067
num_leaves=31
num_cat=0
split_feature=132 1185 1203 52 13 16 12 130 4 9 30 34 49 9 2 10 43 2 45 3 3 3 43 1 1 2 1 16 2 2
split_gain=1.1013e-09 7.22086e-09 3.19853e-09 1.06276e-09 1.05014e-09 1.22557e-09 2.54185e-09 8.69318e-10 1.61177e-09 1.00741e-09 9.80263e-10 1.66891e-09 4.7439e-09 3.36579e-09 7.15067e-09 4.99409e-09 9.67709e-09 3.51975e-09 1.15875e-09 1.41831e-09 6.14693e-09 3.13279e-09 4.01788e-09 4.90197e-09 1.77432e-08 8.20064e-09 1.06121e-08 5.77144e-09 9.19358e-09 5.52478e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10347000000000002 0.056795000000000005 -0.046599999999999996 0.091545000000000015 -0.23123999999999997 0.62931500000000018 -0.087824999999999986 0.088510000000000019 -0.057544999999999992 -1.0000000180025095e-35 0.091600000000000015 -0.18970999999999996 -0.0093599999999999985 -0.077944999999999987 -0.0091949999999999983 0.094030000000000016 -0.042499999999999989 -0.053259999999999995 -0.011549999999999998 -0.081374999999999989 0.093890000000000015 0.090475000000000014 0.10644500000000001 0.10708500000000001 -0.091354999999999978 0.10060500000000001 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -3 9 -9 11 12 -11 15 -15 16 -13 -17 19 20 -19 -21 -23 24 -24 27 -27 -25 -29 -28
right_child=1 7 -4 -5 -6 -7 -8 8 -10 10 -12 13 -14 14 -16 17 -18 18 -20 21 -22 22 23 25 -26 26 29 28 -30 -31
leaf_value=2.2864898237353426e-08 1.8640251883404009e-06 6.1527823173373295e-07 -1.2137919092936046e-06 -6.5255513887947294e-07 6.5110455224108283e-07 4.6921567484758955e-07 -1.1212087965759565e-06 5.644011415562034e-07 -6.6686240908590368e-07 -4.2062344711914855e-07 -5.2578374525832527e-07 -3.1633484440796169e-07 1.6560649780475697e-06 4.1345260364150385e-07 -2.1961763344452701e-06 -1.2125341749917122e-06 2.6230964750982909e-06 -7.3168507718542307e-09 -5.6743175093743046e-07 7.2051433479039168e-07 -1.5851825951358477e-06 -1.0862257687645539e-06 1.4969802330228358e-07 1.9384544161353419e-07 3.1212922522172448e-06 1.8383398698418319e-06 1.0845769009330102e-06 -3.161042904702813e-06 -2.2949088645418673e-07 -4.4516721151839603e-07
leaf_weight=87 21 23 28 27 23 32 25 32 36 22 35 24 22 21 21 24 21 1990 35 83 25 29 159 22 23 32 29 23 20 127
leaf_count=87 21 23 28 27 23 32 25 32 36 22 35 24 22 21 21 24 21 1990 35 83 25 29 159 22 23 32 29 23 20 127
internal_value=0 1.64332e-08 -2.14666e-07 -7.04621e-08 2.36487e-08 -7.65699e-08 -2.32509e-07 2.95179e-09 -1.98114e-09 6.50972e-09 1.04076e-10 6.79233e-09 6.17721e-07 -3.13413e-09 -8.91362e-07 1.0859e-08 1.0554e-06 -7.07479e-09 4.06539e-09 1.18727e-08 -2.68933e-08 1.54676e-07 5.34598e-08 1.29439e-07 5.25229e-07 -1.5528e-07 1.79486e-07 -1.12353e-06 -1.79753e-06 -1.60792e-07
internal_weight=0 2899 222 194 167 144 112 2878 2855 2819 2787 2752 44 2708 42 2666 45 2621 2597 2562 2015 547 464 435 182 253 188 65 43 156
internal_count=3121 2899 222 194 167 144 112 2878 2855 2819 2787 2752 44 2708 42 2666 45 2621 2597 2562 2015 547 464 435 182 253 188 65 43 156
is_linear=0
shrinkage=0.1


Tree=8068
num_leaves=31
num_cat=0
split_feature=394 132 130 45 2 1429 156 1429 1366 454 448 0 15 15 15 97 10 12 133 133 133 121 9 124 15 15 42 42 4 42
split_gain=9.69765e-10 6.02909e-09 7.31079e-09 8.4518e-10 6.67718e-09 1.69957e-09 2.82959e-09 1.17494e-09 9.01614e-10 1.51225e-09 1.2627e-09 3.29535e-09 1.04729e-09 1.55283e-08 7.34906e-09 2.48434e-09 2.15404e-09 2.46154e-09 2.65219e-09 4.1679e-09 5.08861e-09 1.91437e-09 3.10373e-09 2.02837e-09 1.95493e-09 2.78391e-09 1.99688e-09 1.1485e-08 1.94968e-08 7.16962e-09
threshold=0.013605000000000001 -0.083174999999999985 -0.11198999999999999 0.084355000000000013 0.10672500000000001 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 -0.083699999999999983 -0.08180999999999998 0.030280000000000001 -0.26343999999999995 -0.10203999999999998 -0.099734999999999976 -0.10653 -0.079444999999999988 0.11294000000000003 0.11527000000000001 -0.37971999999999995 -0.13941499999999998 -0.085499999999999979 -0.082399999999999987 0.089995000000000006 -0.087984999999999994 -0.096999999999999989 -0.094549999999999981 0.086950000000000013 0.087505000000000013 -0.078629999999999992 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1 7 -7 -9 -10 11 -11 14 -14 15 -13 17 18 -17 -20 -21 -15 23 -23 -25 -26 29 28 -28 -27
right_child=1 2 -4 4 -6 6 -8 8 9 10 -12 12 13 21 -16 16 -18 -19 19 20 -22 22 -24 24 25 26 27 -29 -30 -31
leaf_value=-9.334813392314345e-07 -9.8633896093198428e-07 -2.0586570112105361e-07 2.4655994647204696e-06 1.8151584060888128e-06 -5.4372243425859782e-07 -7.6189437116963315e-07 1.1769004481720913e-06 -4.951912414622041e-07 8.616413299478155e-07 1.2745085041387937e-06 -7.0466561947586556e-07 -1.0214516402646207e-06 -2.8160042666058876e-06 -9.6811153721346048e-07 1.5602857549386801e-06 -1.0009335323115079e-06 9.6892847204799193e-07 1.0424973280268289e-06 1.0805828104727934e-06 -1.424999211307155e-06 3.2207930758441418e-08 8.5811156334504904e-07 1.2011764662626471e-06 -8.9232891527812028e-07 8.2843777898975346e-07 -7.8369325045306634e-08 3.9721496227684845e-06 -4.7884262570809239e-09 -1.158233043696555e-07 -1.7552544092653149e-06
leaf_weight=20 21 21 20 20 30 21 20 38 20 20 26 22 20 21 33 27 25 22 34 26 306 26 21 26 38 1318 20 805 28 26
leaf_count=20 21 21 20 20 30 21 20 38 20 20 26 22 20 21 33 27 25 22 34 26 306 26 21 26 38 1318 20 805 28 26
internal_value=0 3.91543e-07 1.09729e-06 -7.93607e-09 3.9983e-07 -1.47118e-08 -8.56417e-09 -1.65498e-08 -1.12403e-08 -4.92071e-09 -1.09177e-08 -4.61969e-09 -1.3615e-08 -4.14716e-08 1.18578e-07 1.55984e-08 6.74509e-08 1.31451e-08 -4.44777e-08 2.60805e-08 -8.19107e-08 -1.76457e-08 -8.99759e-09 -2.01098e-08 -3.02088e-08 -2.01796e-08 -3.48576e-08 8.48127e-08 1.5875e-06 -1.10809e-07
internal_weight=0 62 41 3059 50 3009 2989 2969 2948 2910 2890 2864 2844 2349 495 462 440 415 393 366 332 2329 2308 2287 2261 2235 2197 853 48 1344
internal_count=3121 62 41 3059 50 3009 2989 2969 2948 2910 2890 2864 2844 2349 495 462 440 415 393 366 332 2329 2308 2287 2261 2235 2197 853 48 1344
is_linear=0
shrinkage=0.1


Tree=8069
num_leaves=31
num_cat=0
split_feature=156 1429 132 1203 1185 50 132 50 403 42 403 403 15 132 131 480 15 1455 1213 1213 43 42 42 3 42 16 52 1451 1455 15
split_gain=9.98777e-10 1.73074e-09 8.77362e-10 2.40602e-08 1.32945e-08 4.44961e-09 1.04406e-09 9.24584e-10 9.21825e-10 6.92553e-09 2.99972e-09 1.93817e-09 9.81262e-10 3.64251e-09 4.35365e-09 1.36628e-08 3.62953e-09 3.45874e-09 3.16208e-09 5.55446e-09 4.73273e-09 7.81301e-09 1.8134e-08 6.34119e-09 4.3941e-09 2.96482e-09 1.8507e-09 1.56592e-09 1.86463e-09 4.2754e-09
threshold=0.3248100000000001 -0.23166999999999996 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.097510000000000013 -0.050879999999999988 0.14602500000000004 -0.55049499999999985 0.091205000000000008 -0.54448499999999989 -0.5335399999999999 0.095175000000000023 0.090440000000000006 0.09055500000000001 0.10579000000000001 0.093575000000000019 -0.065979999999999983 -0.063509999999999997 -0.085714999999999986 0.055925000000000009 0.095185000000000006 0.11839500000000001 -0.076969999999999997 0.089015000000000025 -0.074319999999999983 -0.015539999999999998 0.089825000000000002 -0.041319999999999989 -0.067579999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 -6 8 9 -8 -10 -12 16 14 15 17 27 -14 19 -19 21 24 -23 -22 25 -20 -27 28 29 -13
right_child=-2 2 4 -5 6 -7 7 -9 10 -11 11 12 13 -15 -16 -17 -18 18 20 -21 23 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=8.5078394516102664e-07 -6.5653947509101435e-07 -8.0704541021950508e-09 -2.4652042322321165e-06 3.250255745411857e-06 6.3332937980493837e-07 -1.5830405942551807e-06 -5.8957067423648373e-07 5.9027922641409822e-07 -1.236656188723373e-06 1.8468538314664331e-06 8.6896538323344436e-07 -1.7874531064165924e-07 -1.0975093618981192e-06 -1.0233651323687809e-06 -8.4215120716468109e-07 2.8762006597560231e-06 -1.0647084068563454e-06 5.4722569477514928e-08 -1.008167510686452e-06 2.2713772605698068e-06 -7.3694776385006366e-08 -2.8917946313608162e-06 8.1361478714825352e-07 2.3372714306901798e-06 1.4994289672358719e-06 -2.9381745466602041e-08 1.1349839633112426e-06 -8.4490959999999655e-07 -3.3419828541139792e-08 1.2517166104052614e-06
leaf_weight=24 23 174 22 23 26 20 28 26 20 20 25 48 20 25 34 20 34 26 22 20 24 28 25 20 25 43 20 23 2196 37
leaf_count=24 23 174 22 23 26 20 28 26 20 20 25 48 20 25 34 20 34 26 22 20 24 28 25 20 25 43 20 23 2196 37
internal_value=0 4.87925e-09 -1.72508e-09 1.92124e-07 -1.64486e-08 -1.70439e-07 2.55407e-09 -3.28436e-09 -8.82969e-09 4.25606e-07 -1.64542e-08 -7.46557e-09 -1.56108e-08 1.40046e-07 2.28991e-07 3.53288e-07 -3.90459e-08 1.68459e-07 2.68536e-07 1.01849e-06 1.0188e-07 -1.4655e-07 -1.14396e-06 1.0222e-06 3.34021e-07 -8.74613e-09 3.40258e-07 -2.39102e-08 -1.56318e-08 4.43926e-07
internal_weight=0 3098 3074 217 2857 194 2835 2809 2783 48 2735 2715 2690 352 327 293 2338 273 253 46 207 163 53 44 110 85 63 2304 2281 85
internal_count=3121 3098 3074 217 2857 194 2835 2809 2783 48 2735 2715 2690 352 327 293 2338 273 253 46 207 163 53 44 110 85 63 2304 2281 85
is_linear=0
shrinkage=0.1


Tree=8070
num_leaves=31
num_cat=0
split_feature=132 1185 1203 403 403 1210 3 403 1429 1417 156 1428 4 4 4 4 403 390 13 2 52 157 2 2 50 1 12 0 16 4
split_gain=9.0063e-10 7.09072e-09 3.97644e-09 8.30455e-10 1.93294e-09 2.7493e-09 1.51791e-08 2.69376e-09 8.28343e-10 2.04055e-09 1.68513e-09 2.70062e-09 9.32499e-10 4.41596e-09 4.22934e-09 5.82587e-09 6.345e-09 4.64161e-09 4.30593e-09 3.02051e-09 8.16116e-09 6.58366e-09 6.91605e-09 2.67526e-09 5.17932e-09 2.74213e-09 1.95204e-09 4.15366e-09 4.04034e-09 1.78999e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.55327499999999985 -0.54856499999999986 -0.13847499999999999 -0.082284999999999983 -0.5341999999999999 0.12521000000000002 -0.080324999999999994 0.3248100000000001 0.10024500000000001 -0.086849999999999997 -0.08835999999999998 -0.083439999999999986 -0.084134999999999988 -0.081499999999999989 0.08975000000000001 -0.0062949999999999994 0.09678500000000001 0.096795000000000006 -0.080799999999999983 0.10188000000000001 0.10803500000000001 0.091320000000000012 0.10171500000000001 0.089300000000000004 -0.071924999999999989 -0.08231999999999999 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 -6 -7 9 -9 11 12 13 19 15 16 -14 -16 -18 20 26 -21 -23 -24 25 -25 28 -28 -11 -30
right_child=1 3 -4 4 5 7 -8 8 -10 10 -12 -13 14 -15 17 -17 18 -19 -20 21 -22 22 23 24 -26 -27 27 -29 29 -31
leaf_value=-3.3342832436407675e-08 1.8457253775393059e-06 5.0026460795296854e-07 -1.3081472258948322e-06 -8.7971826451394009e-07 2.8414066991899745e-06 -1.1113860257306772e-06 -8.2297120185942804e-07 -9.6431912055550129e-07 6.4078915720244831e-07 -1.3396465810728842e-06 -9.1185737119303664e-07 1.1390509052538229e-06 -1.087790085945856e-06 1.1820022435037536e-06 -7.5681852903760049e-09 -1.7630021005743403e-06 1.696080365339488e-06 1.4864341104774732e-06 -3.2898439517988924e-07 -1.3287268399153618e-06 -1.8367599830492475e-06 1.8748658131891827e-06 -4.9881819515056649e-07 4.5250210533254177e-07 -4.7386411198756055e-07 2.0886075063907856e-06 1.1324480845743033e-06 -5.4795765850694056e-07 -1.3729680150291108e-07 9.305032756401489e-07
leaf_weight=194 21 33 28 25 20 22 26 22 20 25 20 21 39 37 2134 32 21 21 21 20 27 33 35 20 28 21 38 24 73 20
leaf_count=194 21 33 28 25 20 22 26 22 20 25 20 21 39 37 2134 32 21 21 21 20 27 33 35 20 28 21 38 24 73 20
internal_value=0 1.48581e-08 -1.94129e-07 1.49876e-09 -4.28657e-09 3.47435e-09 7.70237e-07 -9.24053e-09 -4.2977e-10 -5.12391e-09 2.66292e-09 9.46233e-09 5.74593e-10 1.41147e-07 -2.42797e-08 -6.20627e-07 -1.69318e-07 6.99054e-09 6.83548e-07 3.53455e-08 -2.15528e-07 3.66115e-07 6.13537e-07 2.13307e-07 5.74531e-07 1.29051e-06 2.76571e-08 4.81968e-07 -2.11049e-07 9.23376e-08
internal_weight=0 2899 222 2878 2845 2820 46 2774 2752 2732 2710 2690 2669 401 2268 113 81 2155 42 364 207 157 137 104 69 41 180 62 118 93
internal_count=3121 2899 222 2878 2845 2820 46 2774 2752 2732 2710 2690 2669 401 2268 113 81 2155 42 364 207 157 137 104 69 41 180 62 118 93
is_linear=0
shrinkage=0.1


Tree=8071
num_leaves=31
num_cat=0
split_feature=129 1184 402 394 1427 157 133 480 1447 481 13 4 4 402 12 16 0 481 480 4 1447 3 52 160 43 52 1455 4 2 4
split_gain=8.36899e-10 4.57971e-09 4.11435e-09 1.16813e-09 8.57874e-10 1.86063e-09 1.03876e-09 8.37423e-09 6.36637e-09 5.00019e-09 9.96647e-09 3.97676e-09 8.35748e-09 5.95429e-09 4.82656e-09 8.10911e-09 4.94336e-09 2.88463e-09 6.82246e-09 3.32963e-09 1.14099e-08 6.52969e-09 4.28501e-09 3.30866e-09 1.01129e-08 2.8392e-09 5.35027e-09 2.75407e-09 7.37698e-09 6.65101e-09
threshold=-0.077709999999999987 0.089075000000000015 0.10607000000000001 0.264685 0.089335000000000012 -0.077809999999999976 0.0033250000000000003 0.11191000000000002 0.056670000000000005 -0.087424999999999989 -0.08645499999999999 -0.08484499999999999 -0.08835999999999998 -0.090599999999999986 0.085195000000000007 0.023255000000000001 -0.080434999999999993 -0.0066299999999999996 0.10412 -0.081609999999999988 -0.085684999999999997 -0.082879999999999995 0.008405000000000001 -0.42113499999999993 -0.072534999999999988 0.51734000000000002 -0.070999999999999994 -0.081839999999999982 0.086285000000000014 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 6 -6 8 9 17 10 -8 12 14 -14 15 -11 -16 18 19 20 -2 -21 -23 24 -19 26 -25 28 -13 -29
right_child=1 -3 -4 -5 5 -7 7 -9 -10 11 -12 27 13 -15 16 -17 -18 23 -20 21 -22 22 -24 25 -26 -27 -28 29 -30 -31
leaf_value=2.9192814350387908e-07 -2.4202769048997654e-06 1.4125952771871159e-06 -1.5257479674346542e-06 6.9108475599932726e-07 9.9879547974524043e-07 -1.4830130611141702e-07 4.1075461799285524e-07 2.0868235830562296e-06 -1.8375319773156206e-06 2.4183431636970456e-06 -2.5359229797769251e-06 3.8684910886279167e-07 6.0027084083975015e-07 2.9843091515147083e-06 -1.3745561883268004e-06 -1.8119361935002114e-07 2.9026248460879632e-07 -2.5642890039177604e-06 2.0320771584790364e-06 1.6358189890652853e-06 5.587061137685763e-07 -9.8987003790777335e-07 6.0886983120374345e-07 1.2791615936672922e-06 2.7787998038225091e-07 -1.1874039161212255e-06 -6.9274463769244248e-08 1.5406684805644284e-06 -2.1012168123103371e-06 -2.6613068200766128e-08
leaf_weight=33 20 23 20 24 26 31 24 20 20 20 22 26 22 20 31 30 42 21 21 32 36 30 38 30 31 22 1535 28 22 821
leaf_count=33 20 23 20 24 26 31 24 20 20 20 22 26 22 20 31 30 42 21 21 32 36 30 38 30 31 22 1535 28 22 821
internal_value=0 6.80343e-09 -3.93987e-07 -3.81503e-09 -9.33559e-09 3.74936e-07 -1.67254e-08 5.88014e-08 -6.31275e-08 2.21945e-08 -9.98526e-07 6.64065e-08 5.17594e-07 1.73553e-06 1.01714e-07 8.58621e-07 -4.16715e-07 -4.35856e-08 3.39936e-07 1.12148e-07 -5.05216e-07 4.57872e-07 -9.64566e-08 -8.50031e-08 -8.69919e-07 -5.92844e-08 -4.34258e-08 -1.65879e-08 -7.53514e-07 2.50758e-08
internal_weight=0 3068 53 3045 3021 57 2964 1128 1836 1108 46 1062 165 42 123 50 73 1816 177 156 56 100 68 1639 52 1587 1565 897 48 849
internal_count=3121 3068 53 3045 3021 57 2964 1128 1836 1108 46 1062 165 42 123 50 73 1816 177 156 56 100 68 1639 52 1587 1565 897 48 849
is_linear=0
shrinkage=0.1


Tree=8072
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 483 12 482 482 482 13 39 52 1453 42 1452 51 47 33 10 47 47 148 16 13 457 484 42 12 1 16
split_gain=8.02086e-10 2.3162e-08 1.31246e-08 5.03536e-09 8.73963e-10 5.31447e-09 2.75972e-09 1.7994e-09 1.29436e-09 4.09127e-09 3.50835e-09 2.54015e-09 1.17968e-09 8.50766e-09 3.78177e-09 2.19458e-09 1.45311e-09 9.45639e-09 7.46647e-09 4.3044e-09 3.59043e-09 2.05309e-09 4.05017e-09 5.4186e-09 2.10041e-09 5.90906e-09 7.65922e-09 6.84962e-09 5.24697e-09 1.32392e-08
threshold=-0.083284999999999984 0.097510000000000013 0.12679500000000002 0.089480000000000018 0.12236500000000002 0.094435000000000005 0.11524000000000002 0.10932500000000002 0.090355000000000005 -0.079299999999999995 0.15619500000000003 -0.026204999999999996 -0.079219999999999985 0.086950000000000013 0.088500000000000009 -0.46007999999999993 0.094160000000000008 -1.0000000180025095e-35 -0.0026549999999999994 0.097970000000000015 0.091210000000000013 -0.10069499999999999 -0.54165499999999989 -0.029529999999999997 0.08597500000000001 0.088605000000000003 0.087825000000000014 0.083645000000000011 0.089770000000000016 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 -6 7 8 10 11 12 -10 13 14 -2 -14 17 -17 -18 -20 21 -19 23 -23 -24 26 27 28 -26 -30
right_child=2 -3 -4 -5 5 -7 -8 -9 9 -11 -12 -13 15 -15 -16 16 18 20 19 -21 -22 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=1.0818528090698299e-08 -1.0719169586488014e-06 3.261970675406577e-06 -2.5667734581702466e-06 -1.6631486969487242e-06 -1.3665651009781805e-06 5.6491170465145344e-07 1.0576175216101546e-06 -9.4285422846951406e-07 -9.8555326517994635e-07 1.2315524322596448e-06 -1.3219080892667991e-06 5.7158811870294814e-07 -8.1401145803972745e-07 2.1045991507846687e-06 6.2022475913181551e-07 -1.782413013036906e-06 2.0870234033054659e-06 9.5418265573243848e-07 -1.1944934839173508e-06 2.1683868228807274e-07 1.3386056272679525e-06 2.8345558644105037e-07 -1.9058297571482617e-08 -1.655911162689496e-06 -5.9174447291828382e-07 -1.1379320245028103e-06 -1.0187129092625605e-06 2.5892360529565929e-06 3.0978261418113111e-06 -5.4073863509529474e-07
leaf_weight=177 28 22 20 20 28 29 25 20 22 34 20 20 33 21 25 30 20 22 24 217 20 25 2056 34 24 21 21 23 20 20
leaf_count=177 28 22 20 20 28 29 25 20 22 34 20 20 33 21 25 30 20 22 24 217 20 25 2056 34 24 21 21 23 20 20
internal_value=0 1.84545e-07 -1.39216e-08 -1.59127e-07 3.79424e-09 -3.83884e-07 1.16164e-08 2.27713e-09 9.07663e-09 4.16084e-07 -2.36292e-09 -2.44057e-07 7.46976e-09 4.01196e-07 -2.73737e-07 -3.69337e-09 6.68323e-09 -1.8525e-08 2.3037e-07 7.62911e-08 4.62312e-09 -7.15078e-09 -1.65756e-08 -8.34146e-07 5.50064e-09 3.96921e-07 6.95364e-07 1.10911e-06 5.77186e-07 1.27854e-06
internal_weight=0 219 2902 197 2882 57 2825 2800 2780 76 2704 42 2684 74 53 2610 2577 2316 261 241 2286 2266 2244 59 2185 129 108 87 64 40
internal_count=3121 219 2902 197 2882 57 2825 2800 2780 76 2704 42 2684 74 53 2610 2577 2316 261 241 2286 2266 2244 59 2185 129 108 87 64 40
is_linear=0
shrinkage=0.1


Tree=8073
num_leaves=31
num_cat=0
split_feature=393 40 4 1204 1203 1213 1213 1213 1212 1212 13 402 401 1210 401 133 1208 402 1209 402 1200 128 15 128 1210 1210 3 133 15 133
split_gain=1.07046e-09 8.57585e-10 2.6743e-09 8.14276e-10 1.10695e-09 7.73386e-10 1.06479e-09 1.38209e-09 2.21776e-09 1.60328e-09 2.59924e-09 1.82116e-09 6.39537e-09 1.66947e-09 2.15974e-09 1.19743e-09 2.86875e-09 2.3621e-09 4.56531e-09 1.3043e-09 2.6746e-09 1.32934e-09 4.06123e-09 1.7848e-09 2.57456e-09 2.56407e-09 1.46434e-08 1.0382e-09 1.71298e-09 1.17574e-09
threshold=0.11333500000000001 -0.24620999999999996 0.63556000000000001 0.057120000000000011 -0.090334999999999985 0.51370000000000016 0.30994000000000005 0.15253500000000003 0.13631000000000001 0.10703000000000001 -0.069964999999999986 -0.45015499999999992 -1.0000000180025095e-35 0.24726500000000004 -0.099524999999999988 0.41553500000000004 0.10737500000000001 -0.10770499999999998 -0.093169999999999989 -0.092414999999999983 0.086110000000000006 0.10979500000000002 0.089595000000000022 0.104145 -0.090569999999999998 -0.062539999999999984 -0.082334999999999978 0.26753000000000005 0.086495000000000002 0.12032500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 9 11 -11 12 -6 14 -13 16 17 -16 -19 -20 21 23 -23 24 -21 26 -26 29 -29 -27
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 10 -12 13 -14 -15 15 -17 -18 18 19 20 -22 22 -24 -25 25 27 -28 28 -30 -31
leaf_value=6.4645837085208767e-07 5.4992255952259128e-07 7.4355046464802409e-07 -1.1351082572933334e-06 -5.5997368891579624e-07 -1.9108639927859865e-06 6.1688298927720105e-07 -6.5692610360201802e-07 6.3234403087870522e-07 -1.0091671128975578e-06 -1.3536425929790615e-07 1.3694585419443685e-06 -9.14932521622037e-07 5.0284925138207064e-07 8.4769803142199118e-07 8.5292908948986232e-07 -6.0739528859876659e-07 1.1721806133989181e-06 -1.5165420236940009e-06 -5.8166877626544382e-07 -9.5368280394073475e-07 1.0592412778602048e-06 2.8855871958226262e-07 -1.5656461755497731e-06 8.1725921082428021e-07 -6.7324313874905788e-07 -6.9144978110459728e-09 2.678192287868859e-06 9.703289858565689e-08 -1.1683769835713065e-06 4.4510061184348041e-07
leaf_weight=20 35 20 21 26 21 20 25 34 22 24 22 26 23 23 32 32 21 20 38 28 24 27 21 27 32 2333 22 23 20 59
leaf_count=20 35 20 21 26 21 20 25 34 22 24 22 26 23 23 32 32 21 20 38 28 24 27 21 27 32 2333 22 23 20 59
internal_value=0 -6.23864e-09 -1.04963e-08 -2.74034e-09 2.05862e-09 -2.88631e-09 -7.04723e-09 -1.54724e-09 -8.92817e-09 -1.33491e-09 5.84334e-07 -1.07812e-08 -6.4915e-07 -7.78242e-10 -7.78541e-09 7.63279e-10 7.89972e-09 -1.13572e-09 -1.13564e-08 -1.36199e-11 8.4355e-09 -1.29418e-09 -5.22656e-07 8.54283e-09 -1.32316e-10 1.05946e-08 6.92156e-07 -4.52007e-09 -4.9153e-07 4.2347e-09
internal_weight=0 3086 3066 3045 3019 2999 2979 2954 2920 2898 46 2852 44 2808 2785 2759 2727 2706 2674 2654 2616 2592 48 2544 2517 2489 54 2435 43 2392
internal_count=3121 3086 3066 3045 3019 2999 2979 2954 2920 2898 46 2852 44 2808 2785 2759 2727 2706 2674 2654 2616 2592 48 2544 2517 2489 54 2435 43 2392
is_linear=0
shrinkage=0.1


Tree=8074
num_leaves=31
num_cat=0
split_feature=132 1185 1203 51 1208 1208 142 147 147 11 34 13 34 133 9 2 16 147 40 120 4 4 0 1185 13 129 150 44 158 1
split_gain=9.20964e-10 6.33466e-09 2.58514e-09 1.41259e-09 8.9954e-10 1.0492e-09 7.85038e-10 1.87457e-09 2.68586e-09 1.62182e-09 1.22286e-09 3.1943e-09 1.97753e-09 4.87954e-09 3.27856e-09 4.00964e-09 7.55241e-09 1.54697e-09 1.05362e-09 2.42631e-09 1.12208e-09 3.17247e-09 2.60311e-09 1.4218e-09 2.15337e-09 1.45881e-09 1.39387e-09 1.53708e-09 5.15111e-09 1.66654e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.096070000000000016 0.12461500000000002 0.10233500000000001 -0.057499999999999989 0.099730000000000027 0.093875000000000014 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.086990000000000012 0.091600000000000015 -1.0000000180025095e-35 -0.056919999999999991 0.090425000000000019 -0.24290999999999999 0.088020000000000015 0.50996500000000011 0.50500500000000004 -0.06563999999999999 0.085600000000000009 -0.0087749999999999981 -0.077709999999999987 -0.15178999999999995 0.099360000000000018 -0.47356499999999996 0.088975000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -3 8 9 -8 11 -11 13 -12 15 16 -14 18 -17 20 21 23 -22 25 -25 -20 -27 28 -28 -30
right_child=1 4 -4 -5 -6 -7 7 -9 -10 10 12 -13 14 -15 -16 17 -18 -19 19 -21 22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=2.4824174164548604e-08 1.7455386200925294e-06 5.8179319649831962e-07 -1.0945305405130058e-06 -8.625753639535106e-07 -6.6591022630291273e-07 5.2220788630527244e-07 -8.7979753700329601e-07 7.1211226324092226e-07 -1.0066701937224329e-06 3.8898059173675392e-07 1.7952741824869702e-06 -1.2482517436642237e-06 -3.1843741374399067e-07 -2.0627294106659599e-07 -9.3514256727880946e-07 -7.3360731221328026e-07 2.2731969670014059e-06 8.722888321699429e-07 -6.5037998478441601e-07 1.0654653007826537e-06 7.7922367762407397e-09 1.0955583257135425e-06 -1.3731243392101079e-06 -4.0763694642009796e-08 1.1743894865503536e-06 7.9354933304676662e-07 1.4726060311184722e-06 -8.0469902582080982e-07 2.5904912949139872e-08 -1.6228663821946418e-07
leaf_weight=174 21 23 28 20 20 39 21 36 27 22 21 26 23 29 37 20 22 20 37 21 43 26 20 35 25 21 23 25 1538 678
leaf_count=174 21 23 28 20 20 39 21 36 27 22 21 26 23 29 37 20 22 20 37 21 43 26 20 35 25 21 23 25 1538 678
internal_value=0 1.50315e-08 -1.96302e-07 -6.66603e-08 2.40447e-09 7.08127e-09 -4.53459e-11 -4.83157e-09 -1.4183e-08 -4.37798e-09 2.40071e-09 -4.97854e-07 1.14143e-08 6.34377e-07 -5.01584e-10 1.29178e-08 9.48584e-07 -3.71135e-09 -1.06859e-08 -4.88394e-09 -1.39804e-08 -3.08061e-09 -4.30594e-07 -1.50725e-08 4.6555e-07 -2.74917e-08 -1.74055e-08 -2.49276e-08 -1.62209e-08 -3.16735e-08
internal_weight=0 2899 222 194 2878 2858 2819 2796 2760 2733 2712 48 2664 50 2614 2577 45 2532 2512 2492 2471 2408 63 2382 60 2322 2285 2264 2239 2216
internal_count=3121 2899 222 194 2878 2858 2819 2796 2760 2733 2712 48 2664 50 2614 2577 45 2532 2512 2492 2471 2408 63 2382 60 2322 2285 2264 2239 2216
is_linear=0
shrinkage=0.1


Tree=8075
num_leaves=31
num_cat=0
split_feature=40 130 42 132 394 15 398 50 399 9 9 41 12 3 34 2 15 15 133 43 15 15 480 15 15 2 2 13 1 15
split_gain=8.31542e-10 2.52588e-09 2.11698e-09 8.56093e-10 5.42501e-09 2.05525e-09 9.39646e-10 1.02816e-09 9.42943e-10 8.79294e-10 2.7478e-09 1.93228e-09 3.11478e-09 1.76035e-09 1.22899e-09 4.16611e-09 9.21817e-10 1.39709e-09 9.91424e-09 2.2018e-08 3.26068e-09 2.01244e-09 1.9559e-09 1.68158e-09 6.28328e-09 6.75303e-09 4.91668e-09 3.7395e-09 4.95107e-09 2.70501e-09
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083174999999999985 0.10969000000000002 0.091475000000000015 0.094600000000000017 0.09227500000000001 0.088780000000000012 0.092410000000000006 0.088235000000000022 0.086565000000000017 0.08486500000000001 -0.014944999999999998 -0.08786999999999999 -0.080614999999999978 0.17980000000000004 0.11773500000000002 0.090445000000000011 -0.079734999999999986 0.11461000000000002 0.11171000000000002 -0.089354999999999976 0.095175000000000023 0.096055000000000015 0.097845000000000015 0.092755000000000018 -0.083364999999999981 0.094385000000000011 0.093575000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 9 6 7 8 -3 10 11 14 -13 -11 -5 -16 17 20 19 -19 21 22 -17 29 -25 26 27 -26 -29 -24
right_child=1 2 -4 4 -6 -7 -8 -9 -10 13 -12 12 -14 -15 15 16 -18 18 -20 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=6.4273145476079204e-07 -1.0718463768584611e-06 6.4705531852753308e-08 9.3900278936113555e-07 6.4792346147360805e-07 1.6520613701231926e-06 -9.6290432338719256e-07 4.861801392927681e-07 -7.8087273619609692e-07 -5.9197803731573615e-07 -1.616158462401591e-07 -1.0731578868217184e-06 1.3086786464492465e-06 -1.2220489562508873e-07 1.1047282257658524e-06 -1.3028939315518074e-06 -9.011013977063462e-07 4.8974918565756921e-07 1.4224060036905853e-06 8.5987976082180521e-07 -2.593856788152129e-06 9.2092224481108906e-07 -8.5546943629261874e-07 -1.5331034303514629e-10 1.9843543066144776e-06 -1.0253152368022712e-06 1.7394881854215783e-06 -1.5931325272979599e-06 1.4037706802128013e-06 -5.2322183089851637e-07 -8.5101748876887118e-07
leaf_weight=20 22 115 24 28 20 30 26 23 27 23 24 29 32 21 25 24 37 21 39 39 38 28 2231 20 21 20 22 30 24 38
leaf_count=20 22 115 24 28 20 30 26 23 27 23 24 29 32 21 25 24 37 21 39 39 38 28 2231 20 21 20 22 30 24 38
internal_value=0 -4.14773e-09 3.48116e-09 -3.86827e-09 1.09143e-08 -1.93433e-07 -7.25741e-08 -1.6062e-07 -6.01568e-08 -7.49825e-10 -7.795e-09 1.51626e-09 5.58051e-07 4.42776e-07 -1.11275e-08 -1.80728e-08 -5.86891e-09 -1.29355e-08 -3.81359e-07 -1.18816e-06 1.67744e-09 -1.25338e-08 -2.821e-09 6.13941e-09 3.46366e-07 6.63677e-08 -2.78606e-07 1.06989e-07 5.4733e-07 -1.44031e-08
internal_weight=0 3101 3079 3055 2834 221 191 165 142 2814 2770 2746 61 44 2685 2657 2632 2595 99 60 2496 2458 2430 2406 137 117 97 75 54 2269
internal_count=3121 3101 3079 3055 2834 221 191 165 142 2814 2770 2746 61 44 2685 2657 2632 2595 99 60 2496 2458 2430 2406 137 117 97 75 54 2269
is_linear=0
shrinkage=0.1


Tree=8076
num_leaves=31
num_cat=0
split_feature=130 40 15 43 132 1186 1185 52 15 142 11 147 147 9 104 10 4 34 9 41 11 13 13 48 1 4 2 3 3 3
split_gain=9.97259e-10 1.70635e-09 1.17498e-09 1.37199e-09 1.10925e-09 2.60209e-08 1.36543e-08 2.10423e-09 1.11595e-09 1.08985e-09 1.62389e-09 1.52325e-09 2.87083e-09 1.46976e-09 3.18739e-09 1.3391e-09 1.87802e-08 2.89909e-09 1.84613e-09 2.59719e-09 3.80032e-09 1.46566e-09 6.5076e-09 2.7168e-09 5.91456e-09 1.43614e-09 7.26094e-09 1.33803e-09 1.02011e-08 3.69441e-09
threshold=-0.23123999999999997 -0.24290999999999999 -0.5556049999999999 -0.050459999999999998 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 -0.52744999999999986 -0.057499999999999989 -0.014494999999999999 0.099230000000000013 0.093875000000000014 -0.087824999999999986 0.077525000000000011 -0.011239999999999998 0.053180000000000012 -0.057544999999999992 0.088235000000000022 0.086565000000000017 0.081365000000000007 -0.17933499999999997 -0.41572999999999993 0.091635000000000008 0.10684 -0.51843499999999987 0.095195000000000016 -0.084074999999999997 -0.084319999999999992 -0.082594999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -6 -4 -8 -10 -11 12 13 -12 15 16 -15 -17 19 21 -21 22 23 24 -19 26 -23 28 -27 -29
right_child=1 2 4 -5 6 -7 8 -9 9 10 11 -13 -14 14 -16 17 -18 18 -20 20 -22 25 -24 -25 -26 27 -28 29 -30 -31
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leaf_weight=23 20 20 168 25 22 20 21 27 22 22 23 32 23 36 21 34 27 23 26 23 23 25 27 24 24 835 21 142 20 1322
leaf_count=23 20 20 168 25 22 20 21 27 22 22 23 32 23 36 21 34 27 23 26 23 23 25 27 24 24 835 21 142 20 1322
internal_value=0 -4.873e-09 1.10938e-09 5.08347e-07 -6.4164e-09 2.12526e-07 -2.31207e-08 -1.39796e-07 -3.59493e-09 1.90087e-09 -3.70135e-09 3.19192e-09 -4.94011e-09 4.62132e-09 -2.27911e-09 7.51163e-09 -4.47974e-07 1.86816e-08 6.37892e-09 1.50661e-08 7.59549e-07 1.16183e-09 -3.77793e-07 1.24723e-07 -3.17312e-07 1.68648e-08 -5.36427e-07 2.784e-08 -7.15562e-08 8.5889e-08
internal_weight=0 3098 3078 45 3033 215 2818 195 2796 2775 2753 2731 2699 2676 2653 2632 63 2569 2535 2509 46 2463 98 71 47 2365 46 2319 855 1464
internal_count=3121 3098 3078 45 3033 215 2818 195 2796 2775 2753 2731 2699 2676 2653 2632 63 2569 2535 2509 46 2463 98 71 47 2365 46 2319 855 1464
is_linear=0
shrinkage=0.1


Tree=8077
num_leaves=31
num_cat=0
split_feature=40 130 42 132 1185 1186 15 42 15 2 399 480 2 481 1446 480 42 42 2 1447 2 160 483 160 12 38 39 40 124 41
split_gain=8.22899e-10 2.27396e-09 1.88527e-09 8.61038e-10 6.57777e-09 2.42819e-09 1.91165e-09 9.68714e-10 1.82317e-09 1.42821e-09 2.11551e-09 7.84689e-10 6.59345e-09 1.31837e-08 1.9012e-09 1.61046e-09 7.77785e-09 1.63719e-08 1.33213e-08 2.23736e-09 5.76905e-09 2.23085e-09 1.44133e-09 2.3602e-09 6.2364e-09 1.09829e-09 1.23125e-09 4.72813e-09 1.33998e-09 1.35957e-09
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.049004999999999993 0.084510000000000016 0.089125000000000024 0.085965000000000014 0.10344000000000002 0.092875000000000013 -0.00058999999999999992 -0.073109999999999994 0.086930000000000021 0.086135000000000003 0.091205000000000008 0.086885000000000004 -0.086359999999999978 0.087955000000000019 -0.57146499999999989 -0.47356499999999996 0.41446500000000003 0.090695000000000012 0.10657000000000001 0.10484500000000001 -0.050459999999999998 0.0049200000000000008 0.088520000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 9 -9 10 -3 14 -13 -14 -6 19 18 -18 -17 20 -16 -21 -23 25 -25 26 28 -28 29 -24
right_child=1 2 -4 4 11 -7 -8 8 -10 -11 -12 12 13 -15 15 16 17 -19 -20 21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=6.3938232756299836e-07 -1.0171843387948601e-06 -1.3512338608734353e-06 8.859522621603352e-07 1.7742554367335591e-06 9.7845605274926593e-07 -1.2168751763532609e-06 -9.0449789124136252e-07 -1.1519982860842101e-08 1.0042411427472567e-06 2.8547966153650228e-07 -2.3480712911805316e-08 -1.375046715967234e-06 1.9801282626566226e-06 -1.3066186528723609e-06 -1.7683616566917711e-06 3.2807820011271365e-06 -1.8871670197072353e-06 1.5454434304729149e-06 2.829526308419993e-08 1.0225640066675537e-06 5.3126698844607751e-07 -8.1827476389083715e-07 -1.1790639586740772e-08 1.9507735132828247e-06 -5.1659553037097792e-07 5.9397131857277319e-07 4.0380464914354289e-07 -1.3868469201054659e-06 6.288420383526728e-07 -5.5508715167235926e-07
leaf_weight=20 22 20 24 21 20 21 25 67 24 34 30 34 26 23 24 20 33 24 34 21 20 22 2304 21 20 29 30 29 32 47
leaf_count=20 22 20 24 21 20 21 25 67 24 34 30 34 26 23 24 20 33 24 34 21 20 22 2304 21 20 29 30 29 32 47
internal_value=0 -4.12619e-09 3.11229e-09 -3.82327e-09 1.1002e-08 -1.93935e-07 -8.65264e-08 3.03266e-08 2.56373e-07 -2.14557e-07 -5.54582e-07 -2.16132e-09 -3.05066e-07 4.3737e-07 7.04787e-09 -1.21194e-10 3.72899e-07 -4.41857e-07 1.23292e-06 -1.60524e-08 -7.23076e-07 -3.87668e-09 -1.23831e-08 -5.32512e-09 7.47179e-07 -1.7811e-08 -2.50763e-08 -4.76346e-07 -1.39034e-08 -2.26519e-08
internal_weight=0 3101 3079 3055 2834 221 200 175 91 84 50 2813 83 49 2730 2710 111 57 54 2599 44 2555 2534 2512 41 2471 2442 59 2383 2351
internal_count=3121 3101 3079 3055 2834 221 200 175 91 84 50 2813 83 49 2730 2710 111 57 54 2599 44 2555 2534 2512 41 2471 2442 59 2383 2351
is_linear=0
shrinkage=0.1


Tree=8078
num_leaves=31
num_cat=0
split_feature=130 40 147 142 45 2 1429 16 12 472 1429 47 0 47 47 47 0 2 49 1 4 0 148 16 1 12 42 4 4 12
split_gain=1.01957e-09 1.58533e-09 1.07054e-09 2.28826e-09 1.48583e-09 8.56162e-09 1.56076e-09 2.2043e-09 1.37109e-08 6.93506e-09 2.60838e-09 1.33249e-09 8.88664e-09 3.33246e-08 1.21243e-08 4.6311e-09 2.59358e-09 2.07912e-09 2.14155e-09 1.97766e-09 2.73087e-09 2.22054e-09 1.88295e-09 2.50031e-09 3.78608e-09 1.86103e-09 2.14864e-09 1.80743e-09 6.51505e-09 9.85023e-09
threshold=-0.23123999999999997 -0.24290999999999999 0.11204500000000002 -0.057499999999999989 0.083445000000000005 0.11389000000000002 -0.23587499999999997 0.63636000000000015 0.090695000000000012 -0.15279499999999999 0.11635000000000001 0.092165000000000011 -0.10224499999999999 0.10678000000000001 0.09550500000000002 0.089785000000000018 -0.094299999999999981 0.15950500000000004 -0.046979999999999987 0.11751000000000002 0.010840000000000001 -0.053834999999999994 -0.10069499999999999 -0.54656499999999986 0.10439500000000002 0.087625000000000022 0.089625000000000024 -1.0000000180025095e-35 0.0016150000000000003 0.084795000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5 9 -9 -8 11 15 13 -13 -14 17 -16 22 -19 20 25 -21 -11 24 -24 -18 -27 -25 29 -29
right_child=1 2 -4 4 5 -7 7 8 -10 10 -12 12 14 -15 16 -17 19 18 -20 21 -22 -23 23 27 -26 26 -28 28 -30 -31
leaf_value=6.6334739536298172e-07 -8.9235882342109115e-07 1.0717516121871997e-06 -7.2839505605770692e-07 8.6624409158546422e-07 -2.1138991127145345e-06 6.6197090671948905e-07 1.8231911218165244e-06 8.9520352814900073e-07 -2.3897640266075845e-06 9.0611523942045657e-07 -9.7893127859707524e-07 -4.6276979028903045e-06 2.4089605405140992e-06 1.6291252836815989e-07 -1.0286254037181504e-06 1.4761916387132345e-06 4.2596740347957883e-07 -1.8626925295739922e-07 1.0844249050339588e-06 -1.1717981446963678e-06 1.0672590281046725e-06 1.8969720001579213e-07 2.9671145746819564e-08 -3.9561048077223697e-08 -1.6856306868782348e-06 -1.19147659089239e-06 1.5130335144091918e-07 2.8358437640980068e-06 6.327200797806161e-08 8.2453537077396633e-09
leaf_weight=23 20 20 20 21 20 25 21 27 24 23 27 20 21 53 27 22 46 21 36 25 30 23 31 1788 22 22 26 22 587 28
leaf_count=23 20 20 20 21 20 25 21 27 24 23 27 20 21 53 27 22 46 21 36 25 30 23 31 1788 22 22 26 22 587 28
internal_value=0 -4.9202e-09 8.46137e-10 5.61554e-09 -1.40313e-09 -5.71749e-07 7.17206e-09 1.1019e-09 -6.50664e-07 1.24816e-08 -6.30452e-10 8.56346e-09 -1.93524e-07 -1.14958e-06 1.23714e-07 3.15137e-08 -1.17443e-07 1.90888e-08 6.16274e-07 2.55916e-08 2.36562e-07 -5.19415e-07 5.47842e-09 -2.881e-09 -6.82341e-07 -2.85542e-08 -4.64137e-07 1.19691e-08 1.56609e-07 1.25239e-06
internal_weight=0 3098 3078 3058 3038 45 2993 2972 51 2921 2900 2873 293 73 220 2580 199 2558 57 172 124 48 2501 2478 53 94 48 2425 637 50
internal_count=3121 3098 3078 3058 3038 45 2993 2972 51 2921 2900 2873 293 73 220 2580 199 2558 57 172 124 48 2501 2478 53 94 48 2425 637 50
is_linear=0
shrinkage=0.1


Tree=8079
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 130 4 4 1429 1420 0 16 471 0 1 97 9 471 133 33 34 9 10 133 45 3 3 3 1213 402 4
split_gain=1.01125e-09 2.47714e-08 1.28918e-08 4.88007e-09 9.45134e-10 1.52336e-09 1.05402e-09 9.33695e-10 1.8011e-09 1.12225e-09 3.81659e-09 2.90323e-09 2.06195e-09 7.00867e-09 1.88608e-09 3.13623e-09 1.84039e-09 1.55493e-09 1.43068e-09 3.19808e-09 4.17909e-09 4.90023e-09 1.38623e-09 1.36936e-09 1.6632e-09 1.08797e-08 5.99025e-09 1.37085e-08 9.7855e-09 5.45723e-09
threshold=-0.083284999999999984 0.089480000000000018 0.12358500000000001 0.10022000000000002 -0.23123999999999997 0.62931500000000018 0.6227450000000001 0.12521000000000002 -0.086589999999999986 0.12500000000000003 0.38525000000000004 0.10338500000000002 0.10455500000000001 0.10672000000000002 -0.083229999999999985 -0.079919999999999977 0.088960000000000025 0.047850000000000011 0.085305000000000006 -0.057544999999999992 0.091600000000000015 -0.0093599999999999985 0.089980000000000018 0.094030000000000016 -0.077104999999999993 -0.077774999999999983 -0.078724999999999976 -0.018814999999999995 0.23460000000000003 -0.0063549999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 6 7 8 -6 11 22 12 14 -14 -10 -16 18 -18 19 -17 21 -21 -11 24 25 26 28 -28 -23 -29
right_child=2 -3 -4 -5 5 -7 -8 -9 9 10 -12 -13 13 -15 15 16 17 -19 -20 20 -22 23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=2.7255205066140161e-08 6.8696209069685217e-07 3.4729035522083172e-06 -2.5457550236751558e-06 -1.6202266516529561e-06 -9.5024094122209139e-07 -6.4927106804033333e-07 7.2874576687809164e-07 6.8103074170267063e-07 -7.6225476204267437e-07 -3.0772254675373415e-07 1.5678290287723942e-06 -1.2097785884179757e-06 -1.4090285048951046e-06 8.026747796362623e-07 1.1602285719429043e-06 1.2357677405816503e-06 1.0561268709352589e-07 1.272839591592856e-06 -8.4223040119013604e-07 1.1237645237972862e-06 -1.1045185136909448e-06 -2.6399992204641488e-08 6.5407211619375718e-07 -7.0150465555838903e-07 1.1224030775005005e-07 -1.6111778912566231e-06 2.8880835321101388e-06 -1.3427436203983235e-06 -2.1065566097209029e-06 8.2003850282928538e-07
leaf_weight=178 20 21 20 20 20 36 20 20 31 47 20 20 38 23 24 21 25 21 20 39 34 1350 22 28 865 44 23 20 23 28
leaf_count=178 20 21 20 20 20 36 20 20 31 47 20 20 38 23 24 21 25 21 20 39 34 1350 22 28 865 44 23 20 23 28
internal_value=0 2.07205e-07 -1.56417e-08 -1.39157e-07 1.91629e-09 -2.87089e-09 5.36351e-09 2.07538e-10 -4.67992e-09 2.15711e-09 3.51497e-07 -9.4571e-09 -4.21935e-10 -5.75108e-07 1.30818e-08 2.24524e-08 1.1706e-08 6.38477e-07 1.50279e-10 6.9574e-09 -3.5581e-09 1.19099e-08 -1.06338e-09 -6.30187e-09 1.97083e-09 -6.21307e-08 -1.49298e-08 8.80734e-07 -6.1246e-08 -8.11207e-08
internal_weight=0 219 2902 198 2882 2862 2826 2806 2786 2766 89 2677 2657 61 2596 2565 2541 46 2495 2475 2454 2420 69 2381 2353 1488 1444 71 1373 48
internal_count=3121 219 2902 198 2882 2862 2826 2806 2786 2766 89 2677 2657 61 2596 2565 2541 46 2495 2475 2454 2420 69 2381 2353 1488 1444 71 1373 48
is_linear=0
shrinkage=0.1


Tree=8080
num_leaves=31
num_cat=0
split_feature=402 1212 402 402 2 3 403 9 9 12 34 11 2 3 129 0 1452 148 130 52 12 12 16 12 42 13 13 47 132 42
split_gain=1.04116e-09 1.55117e-09 1.30118e-09 1.06359e-09 7.93622e-09 2.75981e-09 2.45253e-09 1.03148e-09 2.21444e-09 1.39138e-09 9.84813e-10 3.02446e-09 1.21345e-09 1.03818e-09 3.66882e-09 1.03689e-08 3.38416e-09 3.06121e-09 4.01848e-09 4.96496e-09 4.28425e-09 7.61264e-09 4.26885e-09 5.82899e-09 8.24041e-09 4.84074e-09 3.35374e-09 3.08713e-09 3.47892e-09 2.97331e-09
threshold=0.31278000000000006 0.15049500000000002 0.13597000000000001 0.11174500000000002 0.083715000000000026 -0.07908999999999998 -0.55683499999999986 0.092410000000000006 0.088235000000000022 -0.010834999999999999 -0.08786999999999999 -1.0000000180025095e-35 -0.080614999999999978 -0.094874999999999987 0.086095000000000019 -0.069824999999999984 -1.0000000180025095e-35 -0.081784999999999983 0.084355000000000027 0.084240000000000023 0.10149500000000002 0.098150000000000015 0.62682500000000008 0.090695000000000012 0.079510000000000011 0.084330000000000016 0.15641500000000003 0.082095000000000015 0.081160000000000024 0.080840000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1 8 10 -9 -8 -12 -13 14 17 -16 -15 -14 20 -20 21 22 23 25 -25 27 -27 28 29 -19
right_child=-2 -3 -4 4 5 -7 7 9 -10 -11 11 12 13 16 15 -17 -18 18 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=1.1066705951634503e-06 7.0175765791819211e-07 -8.6128080142987625e-07 5.8263703079462999e-07 -1.8254655985856516e-06 1.1299171355005912e-06 -4.0299979500362143e-07 5.8578255988095409e-07 1.0410320869751062e-06 -9.6894733871977232e-07 -5.9803869589813994e-09 -1.1522709354247365e-06 6.791280854328691e-07 1.128660239639127e-06 -1.0901413796204906e-06 -3.6382397569566038e-07 2.5017267568688591e-06 -2.1095959736128028e-08 7.5817331814202295e-07 -1.6956514446064832e-06 2.1248137045404293e-07 -5.9631525136044022e-07 1.8983571154561877e-06 -1.087001916217829e-06 2.3409734000421981e-06 -2.5712193423861475e-08 -1.9153131995608419e-06 -1.6195514289663039e-07 -7.262992130563362e-07 1.5362653575721195e-06 -5.3155080780870225e-07
leaf_weight=20 21 21 38 25 24 23 28 22 24 30 23 26 24 30 28 23 2286 39 30 25 72 26 27 28 31 20 24 25 25 33
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internal_value=0 -4.74668e-09 1.09523e-09 -6.17166e-09 -3.85939e-07 3.79766e-07 3.03793e-09 -4.44686e-09 -1.23704e-08 4.36986e-07 -4.37952e-09 -1.01878e-08 -8.7953e-10 -7.20292e-09 1.26646e-07 9.28483e-07 -3.49437e-08 3.13231e-08 -3.37043e-08 -8.28318e-07 9.11636e-08 2.69216e-07 1.0113e-07 2.43705e-07 1.09746e-06 -5.97377e-08 -9.58936e-07 2.64563e-07 5.1994e-07 1.6705e-07
internal_weight=0 3100 3079 3041 72 47 2969 2949 2897 52 2873 2845 2822 2796 480 51 2316 429 405 55 350 278 252 225 59 166 44 122 97 72
internal_count=3121 3100 3079 3041 72 47 2969 2949 2897 52 2873 2845 2822 2796 480 51 2316 429 405 55 350 278 252 225 59 166 44 122 97 72
is_linear=0
shrinkage=0.1


Tree=8081
num_leaves=31
num_cat=0
split_feature=46 44 474 1429 153 1420 475 1420 475 157 157 47 47 47 393 155 1428 471 1452 15 15 16 15 43 15 0 133 151 1429 474
split_gain=1.0133e-09 3.36563e-09 1.30083e-09 1.20707e-09 1.67493e-09 1.41143e-09 3.63485e-09 1.90634e-09 1.27207e-09 3.60968e-09 1.49723e-09 1.21478e-09 8.63936e-09 8.31245e-09 1.52323e-09 1.4239e-09 1.48493e-09 1.47728e-09 1.62246e-09 1.37423e-09 1.42609e-08 7.46661e-09 4.25396e-09 4.66861e-09 3.68885e-09 5.64198e-09 6.38186e-09 7.25268e-09 3.02392e-09 2.96827e-09
threshold=0.084955000000000017 0.10049500000000001 0.11568500000000002 0.11475 0.082840000000000011 -0.08341999999999998 -0.080559999999999979 -0.079539999999999986 -0.24431999999999998 0.12236000000000001 0.10977500000000003 0.092165000000000011 0.09585500000000001 0.089360000000000009 0.11333500000000001 0.11854500000000001 -0.020064999999999996 0.086110000000000006 -0.073879999999999987 -0.090644999999999989 -0.088749999999999982 -0.085589999999999986 -0.086254999999999984 -0.079329999999999984 -0.096999999999999989 -0.093039999999999984 0.085075000000000026 -0.0083949999999999979 -0.047929999999999993 0.089070000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -7 -9 10 11 13 -13 14 15 16 -10 18 -18 24 21 -21 23 -22 -20 26 27 -26 -24 -30
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leaf_value=-2.1347305708526881e-07 1.4440374393132061e-06 -2.6749435127831695e-07 -6.046294131244344e-07 5.677199802399578e-07 -7.9102951194390359e-07 -9.3612132910824255e-07 1.5269408300983268e-06 -5.7651235824538931e-07 -8.6638810557815316e-07 1.2022498240185087e-06 -8.2639862532894104e-07 -1.9317640962139665e-06 -1.9254993503857122e-08 2.0543781815263176e-06 6.9313206054744123e-07 8.1871042073630858e-07 8.4623405365908355e-07 8.1454240459648153e-07 -2.2605124332662713e-08 -3.2047875676999826e-06 -6.7711455216112886e-08 -5.6860741582650833e-07 -1.0544750944847757e-06 1.6964897409366131e-06 6.829788256368375e-07 -5.468897578043292e-08 -1.5826317337541695e-07 3.3760597375476209e-06 -4.9178557540449982e-08 6.7233894761052329e-07
leaf_weight=28 20 27 36 37 27 22 21 38 20 25 22 26 258 20 32 21 22 22 386 21 30 22 29 30 20 63 20 20 1697 59
leaf_count=28 20 27 36 37 27 22 21 38 20 25 22 26 258 20 32 21 22 22 386 21 30 22 29 30 20 63 20 20 1697 59
internal_value=0 4.60817e-07 -7.04308e-09 3.82632e-11 -6.96081e-09 1.57499e-10 5.32419e-07 -8.75901e-09 -1.73112e-09 5.89251e-09 -4.63881e-09 1.77663e-09 -1.94344e-07 2.3757e-08 7.60248e-09 -1.23593e-09 -8.23263e-09 -1.20145e-09 -8.62037e-09 -1.64663e-08 -5.57809e-08 -1.85604e-06 -1.38235e-08 8.14389e-07 1.29361e-07 6.06261e-07 1.30026e-06 2.02952e-06 -4.16626e-08 -2.49362e-08
internal_weight=0 47 3074 3038 3001 2974 49 2925 2903 2865 2840 2818 284 2534 2514 2482 2461 2441 2419 2397 1888 43 1845 60 509 123 60 40 1785 1756
internal_count=3121 47 3074 3038 3001 2974 49 2925 2903 2865 2840 2818 284 2534 2514 2482 2461 2441 2419 2397 1888 43 1845 60 509 123 60 40 1785 1756
is_linear=0
shrinkage=0.1


Tree=8082
num_leaves=31
num_cat=0
split_feature=45 0 1429 156 142 147 147 1425 147 2 2 2 480 160 2 3 0 1454 2 2 2 1 4 2 1 4 2 2 3 3
split_gain=9.06492e-10 6.24297e-09 1.68458e-09 2.67097e-09 1.21663e-09 1.4065e-09 1.733e-09 1.57442e-09 1.77211e-09 1.11726e-09 1.5802e-08 1.41682e-08 7.3631e-09 3.48022e-09 4.48555e-09 2.72686e-09 5.77934e-09 6.19256e-09 5.09923e-09 1.21703e-08 7.5484e-09 5.83054e-09 4.53613e-09 3.29883e-09 3.24837e-09 3.06264e-09 2.68948e-09 1.27346e-08 7.19671e-09 4.8333e-09
threshold=0.084355000000000013 -0.14723999999999998 -0.23752499999999996 0.32523500000000005 -0.057499999999999989 0.099730000000000027 0.093875000000000014 0.097335000000000019 0.090755000000000016 0.093175000000000022 0.092755000000000018 0.093680000000000013 0.11144000000000001 -0.53327999999999987 0.094400000000000026 -0.094874999999999987 0.10455500000000001 0.093640000000000015 0.11548000000000001 0.10981000000000002 0.10699500000000002 0.11181500000000001 -0.077999999999999986 0.097385000000000013 0.098420000000000021 -0.07168999999999999 0.091055000000000011 0.091265000000000013 -0.072894999999999988 -0.082594999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 7 8 9 10 12 -11 26 -13 -15 18 17 22 19 20 23 -20 24 -16 -17 -24 -6 -28 29 -29
right_child=1 -3 3 -5 5 -7 -8 -9 -10 11 -12 13 -14 14 15 16 -18 -19 21 -21 -22 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=-9.216462406413939e-07 1.7354745639728382e-06 -5.2850246306504762e-07 -7.6698793236573695e-07 1.1509575267609763e-06 2.9093888884581219e-09 6.4607331820077511e-07 -8.0789940073844742e-07 -7.3627442369452818e-07 9.4227109229905178e-07 -2.2273481209822422e-06 2.8394751811333663e-06 -1.141509121406738e-06 -1.8483769384233927e-06 1.1209671767379144e-06 1.7082521937016371e-06 1.9069308190466929e-06 -1.5539712331213163e-06 -1.7987616948289545e-06 -1.8338230938752531e-06 2.6530571855118981e-06 -1.499104928370798e-06 2.3286802150662056e-07 -1.1237578710868682e-06 2.4209673607120556e-07 1.97097099317034e-07 -3.6063143145774972e-08 2.7960834904661174e-06 2.804801409020468e-07 1.4582116858281761e-06 -1.350736566591342e-06
leaf_weight=20 21 29 21 20 1715 33 27 29 20 30 20 27 21 35 21 20 27 20 20 25 21 43 27 57 25 628 20 39 26 34
leaf_count=20 21 29 21 20 1715 33 27 29 20 30 20 27 21 35 21 20 27 20 20 25 21 43 27 57 25 628 20 39 26 34
internal_value=0 4.22368e-07 -6.87589e-09 -8.79358e-10 -8.47973e-09 -3.18782e-09 -1.03849e-08 -3.08558e-09 4.1936e-09 -2.27367e-09 4.36331e-08 -8.61676e-08 1.34892e-08 -2.16742e-08 9.52861e-09 -3.21206e-08 -1.17611e-07 -6.37476e-08 3.09384e-07 6.81597e-07 1.83754e-07 -4.23224e-07 -1.41758e-08 6.36831e-07 9.57023e-07 -8.08994e-08 3.48083e-08 4.94528e-07 2.95675e-08 -4.79265e-07
internal_weight=0 50 3071 3051 3031 3010 2977 2950 2921 2901 1875 1026 1855 996 969 934 747 720 187 124 99 63 700 78 45 655 1834 119 99 73
internal_count=3121 50 3071 3051 3031 3010 2977 2950 2921 2901 1875 1026 1855 996 969 934 747 720 187 124 99 63 700 78 45 655 1834 119 99 73
is_linear=0
shrinkage=0.1


Tree=8083
num_leaves=31
num_cat=0
split_feature=156 475 481 480 480 480 483 480 12 1447 3 1447 1429 2 1429 151 151 52 3 2 1429 475 159 158 482 483 1 482 12 482
split_gain=9.29218e-10 2.13025e-09 1.09277e-09 1.66421e-09 1.34719e-09 1.6455e-09 1.28318e-09 1.26326e-09 5.55772e-09 1.42329e-08 5.91255e-09 1.31414e-09 1.42884e-09 8.28638e-09 1.48232e-08 8.7803e-09 4.85653e-09 2.32057e-09 4.44951e-09 6.54844e-09 9.36303e-09 5.00619e-09 1.71574e-09 3.46433e-09 3.19135e-09 2.55366e-09 5.90877e-09 3.55112e-09 8.02723e-09 6.6329e-09
threshold=0.3248100000000001 0.13528000000000004 0.15658500000000003 0.11747 0.11191000000000002 0.10344000000000002 0.13622000000000004 0.086930000000000021 0.083985000000000018 -0.086279999999999982 -0.080634999999999984 0.050705000000000007 0.083715000000000026 0.087545000000000026 0.084180000000000019 -0.14575499999999997 -0.54526999999999981 -0.53447999999999996 -0.084144999999999984 0.09142500000000002 0.092020000000000005 -0.084699999999999984 -0.47215999999999997 -0.46695499999999995 0.11117500000000001 0.10143000000000001 0.16540500000000002 0.089605000000000018 0.08493500000000001 0.086210000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 11 -9 -10 -11 12 16 14 -14 -15 -1 -17 21 -20 -21 -19 -18 -24 25 26 27 29 -29 -25
right_child=-2 -3 -4 -5 -6 -7 -8 8 9 10 -12 -13 13 15 -16 17 22 18 19 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=1.5622746889221164e-06 -6.3326912585699073e-07 1.0084590607155926e-06 7.1675046910968385e-07 -8.5451008643481736e-07 7.7902835703918589e-07 -7.311642057569286e-07 7.9948162465370855e-07 1.3318211742714356e-06 -2.131381522758602e-06 1.7297046083748336e-06 -3.2666262278532355e-07 -7.3934959891630572e-07 -3.3870584654020299e-06 2.098604084324052e-06 -1.8063771989318411e-07 6.2385338038996375e-07 6.4774469926476291e-07 -1.9913699844664735e-08 1.5167764321750325e-06 -2.0994833528491308e-06 7.9185638147312915e-07 -2.2059227350465253e-06 -1.1607086120280796e-06 -1.0780584915443499e-08 1.2577267445834652e-06 -8.586858515562719e-07 1.531074361082574e-06 1.3800700744115135e-07 -2.2409891519282117e-06 1.7743931036442346e-06
leaf_weight=20 23 21 21 23 22 31 20 37 25 29 27 25 21 20 46 31 40 20 23 21 24 22 26 2342 20 35 25 37 23 21
leaf_count=20 23 21 21 23 22 31 20 37 25 29 27 25 21 20 46 31 40 20 23 21 24 22 26 2342 20 35 25 37 23 21
internal_value=0 4.70207e-09 -2.1484e-09 -7.08847e-09 -6.62263e-10 -6.35911e-09 1.18081e-09 -4.21311e-09 3.16393e-07 -1.47444e-07 7.38242e-07 -1.75247e-08 -1.11187e-08 -2.51111e-07 -1.18564e-06 1.3779e-07 1.00162e-08 -1.40339e-07 -3.55703e-07 1.44136e-07 -5.57435e-07 -1.16497e-06 -2.06836e-09 -1.23461e-08 -4.1749e-10 -1.05516e-08 1.57455e-09 -1.42065e-08 -7.73942e-07 5.08427e-09
internal_weight=0 3098 3077 3056 3033 3011 2980 2960 118 81 56 2842 2817 228 67 161 2589 141 110 68 45 42 2569 2529 2503 2483 2448 2423 60 2363
internal_count=3121 3098 3077 3056 3033 3011 2980 2960 118 81 56 2842 2817 228 67 161 2589 141 110 68 45 42 2569 2529 2503 2483 2448 2423 60 2363
is_linear=0
shrinkage=0.1


Tree=8084
num_leaves=31
num_cat=0
split_feature=2 2 1375 481 15 480 1447 484 1447 1455 481 3 482 1447 399 1185 49 4 52 133 47 15 10 16 13 457 2 16 1 12
split_gain=9.82943e-10 4.55729e-09 7.47479e-09 4.14257e-09 7.46896e-09 5.07235e-09 8.21179e-09 1.45648e-08 5.16285e-09 3.93637e-09 5.26404e-09 1.44716e-08 4.92963e-09 3.84975e-09 3.15184e-09 4.17471e-09 3.20508e-09 9.89438e-09 3.38893e-09 7.65866e-09 7.0258e-09 1.89863e-08 1.3251e-08 6.84898e-09 6.04435e-09 7.91101e-09 5.13735e-09 5.05367e-09 1.55199e-08 2.54227e-08
threshold=0.087625000000000022 0.087505000000000013 -0.15308499999999997 0.08783500000000001 0.11842000000000001 0.08598500000000002 -0.086359999999999978 -0.081614999999999979 -0.086304999999999979 -0.097209999999999977 -0.081539999999999987 -0.084074999999999997 0.11117500000000001 -0.082344999999999988 0.091580000000000009 -1.0000000180025095e-35 0.084075000000000025 -0.0073899999999999999 -0.0092699999999999987 0.08784500000000002 0.094160000000000008 -0.10324499999999999 -0.011239999999999998 -0.007794999999999999 -0.087184999999999985 -0.010114999999999997 0.082275000000000015 -0.069144999999999984 0.094220000000000012 0.084795000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 -7 -8 -4 -10 11 -11 13 -12 15 -15 18 -18 19 23 22 -22 -20 24 -17 -26 -27 -24 29 -29
right_child=-2 -3 3 -5 -6 6 7 -9 9 10 12 -13 -14 14 -16 16 17 -19 20 -21 21 -23 27 -25 25 26 -28 28 -30 -31
leaf_value=-1.7100793210526416e-06 -5.1239750616563773e-08 1.5236622857628391e-06 -1.5571314928308768e-06 1.4987434214219776e-06 -1.4144597344892755e-06 2.6117600856423454e-06 -1.4007211307541314e-06 1.7001317859687722e-06 -1.2331523598040013e-06 3.1262360914752206e-06 -1.2599353730682038e-06 -6.3235535911926058e-07 1.6043908223650763e-06 -1.3780218612932265e-06 1.0251942184069662e-06 2.1407392140441553e-07 2.399288879557745e-06 -1.3193493309869309e-07 -2.0357421366649456e-06 1.0190038812524085e-06 2.6605908162835592e-06 -6.8712052438968394e-07 2.1112633997655545e-09 -8.4698016945487399e-08 -3.3072352312046858e-06 -1.208858111567679e-07 -2.1602005044688406e-06 4.3471034725529458e-06 -1.1162910316931664e-06 -1.1561707502494301e-08
leaf_weight=24 1702 21 20 20 34 20 28 33 23 20 23 21 20 21 32 24 23 47 30 39 36 32 516 159 20 30 21 23 27 32
leaf_count=24 1702 21 20 20 34 20 28 33 23 20 23 21 20 21 32 24 23 47 30 39 36 32 516 159 20 30 21 23 27 32
internal_value=0 6.14644e-08 3.95001e-08 7.00604e-08 4.89573e-08 8.66514e-08 8.53325e-07 2.76789e-07 3.65298e-08 6.26768e-08 8.75966e-08 1.2011e-06 4.80695e-08 2.06454e-08 4.71322e-08 1.81526e-08 4.58388e-08 6.99753e-07 -4.44329e-10 -2.85746e-07 1.19661e-07 1.0852e-06 1.51126e-08 -4.86081e-07 -1.15787e-06 -1.62163e-06 -9.60604e-07 1.17998e-07 8.47238e-07 1.81115e-06
internal_weight=0 1419 1398 1374 1354 1320 81 61 1239 1219 1196 41 1155 1135 1112 1080 1059 70 989 293 696 68 628 254 95 71 51 598 82 55
internal_count=3121 1419 1398 1374 1354 1320 81 61 1239 1219 1196 41 1155 1135 1112 1080 1059 70 989 293 696 68 628 254 95 71 51 598 82 55
is_linear=0
shrinkage=0.1


Tree=8085
num_leaves=31
num_cat=0
split_feature=1212 401 1212 402 16 402 2 403 1213 401 1212 1210 1212 13 2 42 1208 403 403 401 43 402 1211 12 403 1210 1213 4 1183 129
split_gain=8.7806e-10 1.83423e-09 9.82286e-10 1.52228e-09 3.97594e-09 1.12461e-09 5.94136e-09 1.86693e-09 1.06017e-09 9.59821e-09 6.99074e-09 6.15098e-09 1.92653e-09 2.91396e-09 1.87728e-09 2.87507e-09 1.31069e-09 2.10857e-09 1.62782e-09 1.63562e-09 4.41019e-09 1.71348e-09 1.39823e-09 4.59155e-09 3.65997e-09 2.15677e-09 1.50399e-09 1.43447e-09 1.34678e-09 2.16726e-09
threshold=-0.53159999999999996 0.13729500000000003 0.15049500000000002 0.13597000000000001 -0.078464999999999993 0.11174500000000002 0.083715000000000026 -0.55683499999999986 -0.090764999999999985 0.094540000000000013 -0.089079999999999979 -0.097479999999999983 -0.063924999999999996 -0.064619999999999983 0.087015000000000023 0.084535000000000013 0.11846000000000001 -0.53255499999999989 -0.52445499999999989 -1.0000000180025095e-35 0.05259500000000001 -0.42321999999999993 0.087635000000000005 0.091475000000000015 -0.074254999999999988 -0.08126499999999999 0.087735000000000021 -0.082109999999999975 -0.073809999999999973 -0.077709999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -7 -2 9 14 -10 -12 13 -13 15 -9 17 -14 -19 20 -20 -21 25 24 -24 -23 28 -28 -27 -30
right_child=1 -3 -4 4 -6 6 -8 8 10 -11 11 12 16 -15 -16 -17 -18 18 19 21 -22 22 23 -25 -26 26 27 -29 29 -31
leaf_value=-6.6046835286215359e-07 9.6568748858771874e-07 8.9396370165796616e-07 -6.6819958626431557e-07 1.6167084356766283e-06 -3.5338597507732286e-07 -1.6499646221745935e-06 3.9285093970014324e-07 -3.2377001951538883e-08 1.4777993655457067e-06 -2.231972476758009e-06 -1.6372783618309136e-06 1.5544878129958307e-06 -7.6195559209871737e-07 -3.8064688481056319e-08 -4.5796415165430963e-07 1.4557692531980139e-06 7.8085307596406256e-07 8.5480209008892418e-07 3.1096384724640724e-07 7.6621849161554193e-07 -1.590010373073038e-06 -8.627941019767604e-07 6.9499111197452682e-07 1.5283965162780078e-06 -9.3677931713669017e-07 6.6771409819921249e-07 1.391919408888498e-08 -1.0282401538473453e-06 -8.5109061312020153e-07 4.2887269601307963e-09
leaf_weight=20 20 23 22 20 21 24 35 37 32 21 23 20 37 27 33 20 21 22 26 29 23 30 28 25 27 30 25 28 30 2342
leaf_count=20 20 23 22 20 21 24 35 37 32 21 23 20 37 27 33 20 21 22 26 29 23 30 28 25 27 30 25 28 30 2342
internal_value=0 4.25828e-09 -2.38994e-09 2.40319e-09 6.07636e-07 -5.82717e-09 -4.38125e-07 2.80124e-09 -3.75793e-09 -3.06908e-07 8.15345e-09 -8.68459e-09 4.83802e-09 6.39617e-07 1.42274e-07 4.8978e-07 -6.1185e-09 -1.22349e-08 -1.82598e-09 -8.95645e-09 -5.8133e-07 1.85555e-09 -6.78637e-09 4.04708e-07 -1.0606e-07 -2.00337e-08 -9.73517e-09 -5.36656e-07 1.8913e-09 -6.52973e-09
internal_weight=0 3101 3078 3056 41 3015 59 2956 2936 111 2825 2793 2770 47 90 57 2723 2702 2665 2643 49 2594 2565 80 55 2485 2455 53 2402 2372
internal_count=3121 3101 3078 3056 41 3015 59 2956 2936 111 2825 2793 2770 47 90 57 2723 2702 2665 2643 49 2594 2565 80 55 2485 2455 53 2402 2372
is_linear=0
shrinkage=0.1


Tree=8086
num_leaves=31
num_cat=0
split_feature=484 484 484 484 52 1375 52 52 1375 1373 2 457 150 49 142 1447 1424 151 43 151 43 457 151 484 2 448 48 482 42 1
split_gain=8.36812e-10 1.29504e-09 1.48942e-09 2.35948e-09 2.64053e-09 1.15453e-09 3.83752e-09 8.19712e-09 2.47264e-09 1.49436e-09 1.39369e-08 2.80581e-09 1.61108e-09 8.70281e-09 1.35388e-09 1.15859e-09 1.13393e-09 1.172e-09 5.93625e-09 6.03972e-09 1.16277e-08 3.81863e-09 3.73375e-09 3.35396e-09 6.58399e-09 2.19113e-09 2.55195e-09 1.89177e-09 2.07537e-08 6.08795e-09
threshold=-0.51117999999999986 -0.48714499999999994 -0.24386999999999998 -0.22288999999999995 -0.049749999999999996 0.08517000000000001 -0.080979999999999983 -0.0027449999999999996 0.08401500000000002 1.0000000180025095e-35 0.087015000000000023 0.31508000000000008 0.12416000000000001 -0.043469999999999995 -1.0000000180025095e-35 -0.15055999999999997 1.0000000180025095e-35 -0.085684999999999997 -0.08595499999999999 -0.14575499999999997 -0.081779999999999978 0.085090000000000013 -0.10959499999999998 -0.093244999999999981 0.086330000000000004 -0.079499999999999987 -0.083209999999999992 0.098465000000000011 0.096450000000000022 0.16540500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 8 -7 -8 9 11 -11 12 14 -14 -5 -16 17 18 22 -20 -21 -22 -17 24 -19 -25 -27 29 -29 -28
right_child=1 2 3 5 -6 6 7 -9 -10 10 -12 -13 13 -15 15 16 -18 23 19 20 21 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=-5.4423045737296763e-07 8.0700129259980721e-07 -6.7897322999499474e-07 -2.2859582789654575e-08 -8.3035312115953285e-07 1.5826511912564458e-06 4.8160259042973057e-07 -2.2011995847606161e-06 3.5960109471488979e-07 1.0881359834175307e-06 -1.0862830625531691e-06 2.1267530600939441e-06 -9.8938767757576438e-07 -6.9664301804550633e-07 2.0304330271094592e-06 7.0216683327643015e-07 -1.6675580430577004e-07 -6.1191731476590639e-07 -2.6065169720368433e-07 1.3358809150170109e-07 -3.0814424718837174e-06 3.842526436562037e-07 -1.3022301236560453e-06 1.3178141436753778e-06 8.9543301134687718e-07 2.163923013161669e-06 -1.1353423952797925e-06 -1.0723266043640342e-09 5.7575221899242028e-07 -3.2357543982186598e-06 1.7093210620563089e-06
leaf_weight=28 20 32 21 20 20 32 25 25 21 27 27 29 25 22 23 36 31 24 61 23 29 25 32 27 21 20 2304 50 20 21
leaf_count=28 20 32 21 20 20 32 25 25 21 27 27 29 25 22 23 36 31 24 61 23 29 25 32 27 21 20 2304 50 20 21
internal_value=0 4.92066e-09 -2.99523e-10 6.84206e-09 7.60316e-07 -3.45542e-09 -3.7352e-07 -9.20799e-07 6.94394e-09 -8.93489e-10 5.20235e-07 -1.07918e-08 -7.06783e-10 5.79861e-07 -1.05682e-08 -4.59966e-09 -1.05672e-08 -3.64489e-09 -2.32864e-07 -6.09686e-07 -1.19851e-06 -3.96526e-07 5.31865e-07 1.53415e-08 8.70817e-07 -4.22822e-10 -1.04386e-08 -1.04483e-09 -5.1325e-07 1.43764e-08
internal_weight=0 3093 3073 3041 41 3000 82 50 2918 2897 54 2843 2814 47 2767 2747 2724 2693 206 138 77 54 68 2487 45 2442 2415 2395 70 2325
internal_count=3121 3093 3073 3041 41 3000 82 50 2918 2897 54 2843 2814 47 2767 2747 2724 2693 206 138 77 54 68 2487 45 2442 2415 2395 70 2325
is_linear=0
shrinkage=0.1


Tree=8087
num_leaves=31
num_cat=0
split_feature=2 2 1374 1456 0 481 481 1453 2 483 483 49 15 1 4 48 132 1 1211 15 132 42 4 401 4 1209 47 0 15 13
split_gain=8.79374e-10 3.57326e-09 6.23132e-09 3.97292e-09 9.37799e-09 6.69662e-09 1.83909e-08 5.6155e-09 4.10071e-09 4.72411e-09 8.96072e-09 5.37702e-09 4.93679e-09 3.18928e-09 1.19987e-08 3.1719e-09 3.27163e-09 3.11158e-08 1.72402e-08 4.41942e-09 3.66956e-09 3.98322e-09 3.84266e-09 9.98789e-09 6.28978e-09 5.3501e-09 4.03307e-09 3.3098e-08 1.73658e-08 8.08137e-09
threshold=0.087625000000000022 0.087505000000000013 0.087855000000000016 0.085275000000000004 -0.087414999999999979 -0.085784999999999986 -0.13925499999999996 -0.079219999999999985 0.08734500000000002 -0.021199999999999997 -0.14014999999999997 0.11042000000000002 0.099260000000000015 0.10312500000000001 -0.068329999999999988 -0.032929999999999994 -0.083284999999999984 0.089475000000000013 0.11048500000000001 0.084840000000000013 -0.024099999999999996 0.11839500000000001 -0.083644999999999983 0.088555000000000009 -0.082594999999999988 0.088060000000000013 0.092165000000000011 -0.10224499999999999 -0.10324499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -7 9 10 -9 12 15 14 -14 -11 17 19 20 -17 -18 22 23 -22 -24 26 29 -28 -29 -26
right_child=-2 -3 -4 4 -6 7 -8 8 -10 11 -12 -13 13 -15 -16 16 18 -19 -20 -21 21 -23 24 -25 25 -27 27 28 -30 -31
leaf_value=7.9314120590914592e-07 -4.8471066914727508e-08 1.3528776072408142e-06 -1.7137697938096608e-06 1.9915437730212624e-06 -3.0907068379919283e-07 1.2517707120470079e-06 -2.9680879379156979e-06 3.7314031169444211e-07 -1.1858964790513306e-06 -7.8499618168396102e-07 -2.3940499749580176e-06 1.6143667953742906e-06 -3.0169941965141335e-07 -1.9978726275281666e-08 3.1207281900995963e-06 5.9969611683114898e-08 1.3942878998326101e-06 3.7332970556747116e-06 -2.0606449801072394e-06 -1.6801798130927638e-06 -3.7266244101368485e-08 -1.303951023465916e-06 1.7394001164260633e-06 -2.2436750505814578e-06 6.5507106109975469e-08 1.7176161231007082e-06 -3.577599347164114e-06 2.776153368226157e-06 -3.5875736325036079e-07 1.3298052693218275e-06
leaf_weight=26 1702 21 20 34 37 39 26 25 27 47 22 23 20 23 21 54 21 24 39 20 190 21 26 23 394 21 26 24 67 58
leaf_count=26 1702 21 20 34 37 39 26 25 27 47 22 23 20 23 21 54 21 24 39 20 190 21 26 23 394 21 26 24 67 58
internal_value=0 5.81303e-08 3.86813e-08 6.4116e-08 7.92632e-07 2.45409e-08 -1.08747e-06 7.06164e-08 3.2734e-08 6.04068e-08 -9.2214e-07 1.00844e-07 6.97354e-08 9.22528e-07 1.45125e-06 1.8002e-08 5.54434e-08 6.04427e-07 -3.67801e-09 -4.10341e-07 8.8425e-08 5.61625e-08 9.06165e-08 -2.75517e-07 2.17218e-07 1.50139e-07 9.2288e-08 -4.30997e-07 4.68032e-07 2.2774e-07
internal_weight=0 1419 1398 1378 71 1307 52 1255 1216 1189 47 1142 1119 64 41 1055 1008 98 910 74 871 850 829 213 616 590 569 117 91 452
internal_count=3121 1419 1398 1378 71 1307 52 1255 1216 1189 47 1142 1119 64 41 1055 1008 98 910 74 871 850 829 213 616 590 569 117 91 452
is_linear=0
shrinkage=0.1


Tree=8088
num_leaves=31
num_cat=0
split_feature=1211 1212 3 1186 133 132 50 1211 132 1203 52 133 120 130 9 33 9 16 52 394 129 1185 393 394 130 402 15 1210 401 133
split_gain=1.2762e-09 2.40238e-09 2.52929e-09 9.49494e-10 5.69992e-09 2.59472e-09 3.6472e-08 3.40498e-08 3.02436e-09 2.33403e-09 2.05749e-09 1.43253e-09 1.23586e-09 2.09684e-09 1.75376e-09 2.48008e-09 2.5098e-09 1.73082e-09 1.60603e-09 1.38995e-09 3.99866e-09 1.34596e-09 1.59237e-09 1.93207e-09 3.56838e-09 1.03978e-09 2.80741e-09 1.61423e-09 1.87975e-09 1.26791e-09
threshold=0.11301500000000002 0.11660500000000001 -0.078084999999999988 0.057025000000000006 -0.025314999999999994 -0.083284999999999984 0.10022000000000002 0.10678000000000001 -0.044384999999999994 0.085960000000000023 0.085815000000000016 -0.087414999999999979 1.0000000180025095e-35 -0.22229499999999999 0.092890000000000014 -0.009184999999999997 0.085555000000000006 -0.4179199999999999 -1.0000000180025095e-35 -0.11103499999999998 -1.0000000180025095e-35 0.086265000000000022 0.09389500000000002 1.0000000180025095e-35 -0.015559999999999999 -0.45015499999999992 0.086495000000000002 0.24726500000000004 -0.099524999999999988 0.41553500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 10 6 9 8 -7 -1 11 -5 13 -10 15 -15 19 -16 -14 -17 -21 22 23 24 -22 26 -26 28 -27 -30
right_child=1 2 -4 4 -6 7 -8 -9 12 -11 -12 -13 18 14 17 16 -18 -19 -20 20 21 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=5.9769887078194494e-08 1.3179794905227028e-06 8.0163443798979142e-07 -6.8280128383927767e-07 -8.0245802148937172e-07 -1.3706205371189593e-06 1.2013836792015183e-06 4.4000906069641137e-06 -4.1352800019467395e-06 1.0002461641263273e-06 -9.0646672371500858e-07 1.0334621630850703e-06 2.8306922580844499e-07 7.8588087433217886e-08 -1.0043892889370909e-06 1.1907193419617778e-08 7.9729203258964491e-07 1.0363797657745359e-06 1.3117554594543891e-06 -1.1887042501257383e-06 -1.2080419101120503e-06 -1.3602486183117436e-06 6.4847579248484799e-07 8.5253121661870467e-07 9.5688951546435434e-07 3.6015724447224784e-07 -9.182747154899636e-07 -1.2598177076854527e-06 7.8914084511438887e-07 -1.923108908656726e-09 -7.0418662818820644e-07
leaf_weight=150 21 22 24 20 34 21 20 20 21 30 21 31 20 25 21 21 23 20 20 28 20 31 21 20 20 23 23 25 2299 26
leaf_count=150 21 22 24 20 34 21 20 20 21 30 21 31 20 25 21 21 23 20 20 28 20 31 21 20 20 23 23 25 2299 26
internal_value=0 4.31736e-07 2.71462e-08 -9.46251e-09 -3.03513e-07 1.11055e-09 3.48866e-07 -2.41992e-08 5.94069e-09 -1.0127e-07 2.00398e-07 -1.42628e-07 -3.33315e-09 4.94169e-09 -2.95756e-09 -1.31712e-08 -3.56633e-09 6.4598e-07 -5.55058e-07 -1.29206e-08 -1.96297e-08 -6.36197e-09 -1.45574e-08 -2.19714e-08 -3.0008e-08 -1.89961e-08 -5.06341e-07 -1.01651e-08 -1.86756e-08 -9.77638e-09
internal_weight=0 67 46 3054 106 2948 200 2748 2728 180 72 51 2707 2667 2646 2605 2580 41 40 2557 2536 2508 2477 2456 2436 2416 43 2373 2348 2325
internal_count=3121 67 46 3054 106 2948 200 2748 2728 180 72 51 2707 2667 2646 2605 2580 41 40 2557 2536 2508 2477 2456 2436 2416 43 2373 2348 2325
is_linear=0
shrinkage=0.1


Tree=8089
num_leaves=31
num_cat=0
split_feature=401 16 1 43 1210 132 1185 1203 12 2 4 2 2 52 4 2 157 155 48 150 150 150 2 160 131 159 484 159 159 43
split_gain=1.31642e-09 2.95391e-09 5.17858e-09 2.88192e-09 2.30408e-09 1.05787e-09 5.35012e-09 3.33886e-09 1.01616e-09 1.28022e-09 9.90969e-10 9.71256e-10 3.67512e-09 3.55618e-09 2.93535e-09 4.4259e-09 3.13133e-09 2.94281e-09 2.62655e-09 6.77417e-09 9.63427e-09 3.04122e-09 2.76211e-09 7.60286e-09 2.56683e-09 2.39898e-09 6.13406e-09 5.61393e-09 5.08744e-09 2.5333e-09
threshold=-0.078179999999999986 -0.072359999999999994 0.094385000000000011 0.054355000000000007 0.26755500000000004 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11418000000000002 0.10497000000000002 -0.00059999999999999995 0.10613000000000002 0.10497000000000002 -0.56176499999999996 -0.49405499999999997 0.10699500000000002 0.11933000000000001 0.104145 -0.075224999999999986 0.11235000000000002 0.13361500000000004 0.097810000000000022 0.10912000000000001 0.087570000000000023 0.10216000000000001 0.093660000000000007 0.090535000000000018 0.11410000000000002 0.03981500000000001 0.0041500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 8 9 10 -2 12 -8 -13 -15 -16 17 18 -17 21 -21 22 -20 24 25 28 27 -27 29 -24
right_child=4 2 -4 -5 -6 6 11 -9 -10 -11 -12 13 -14 14 15 16 -18 -19 19 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.1338919844895904e-07 6.9287857940025785e-08 5.5145002875178761e-07 -5.2052749283791943e-07 2.2287400839326483e-06 -1.0808411798279849e-06 1.6027685627964924e-06 1.6111123255774169e-08 -1.2353981953237639e-06 -5.3666858025895336e-07 7.0190620363064235e-07 -5.9464766166158756e-07 -1.4182444886046143e-06 1.021594294487644e-06 1.0451049997359602e-06 -1.5323096942579253e-06 -9.4189316798527267e-07 1.0888607072917259e-06 -1.0652959167600784e-06 -9.6525975152417247e-07 2.8097634671553352e-06 -2.569739557483921e-07 -1.1315229273720803e-06 -7.8484814209829256e-08 1.3211698981832541e-06 7.7413215497775437e-07 2.315566169954764e-06 -7.382508847797454e-07 2.4758251240457513e-08 -1.8239312155509696e-06 -1.0192022957102326e-06
leaf_weight=26 100 20 21 21 20 21 2074 28 37 25 29 20 37 23 21 31 23 30 30 20 21 27 216 41 30 20 32 23 21 33
leaf_count=26 100 20 21 21 20 21 2074 28 37 25 29 20 37 23 21 31 23 30 30 20 21 27 216 41 30 20 32 23 21 33
internal_value=0 3.81288e-07 7.56475e-07 1.41055e-06 -1.10556e-08 -3.95445e-09 1.26347e-08 -2.15599e-07 -6.60999e-08 4.69588e-08 -7.9969e-08 5.92618e-10 3.37345e-08 -1.05091e-07 -6.41826e-08 -1.054e-07 -5.52912e-08 -1.01057e-07 -4.79799e-08 5.93311e-09 1.239e-06 -1.0095e-07 -3.85607e-08 2.82685e-08 -1.13089e-07 -1.90238e-07 3.1009e-07 1.09025e-06 -3.29218e-07 -2.03158e-07
internal_weight=0 88 62 41 3033 3013 2794 219 191 154 129 2773 2111 662 642 619 598 575 545 514 41 473 446 416 375 345 75 43 270 249
internal_count=3121 88 62 41 3033 3013 2794 219 191 154 129 2773 2111 662 642 619 598 575 545 514 41 473 446 416 375 345 75 43 270 249
is_linear=0
shrinkage=0.1


Tree=8090
num_leaves=31
num_cat=0
split_feature=1211 50 13 2 4 1186 401 2 1210 393 16 1200 1203 1209 3 1212 1212 133 1212 0 1212 1213 1210 403 0 129 402 402 403 1213
split_gain=1.11491e-09 6.40951e-09 2.4635e-09 2.78702e-09 1.67399e-09 1.29314e-09 1.14112e-09 4.66382e-09 1.84897e-09 1.09017e-09 1.33778e-09 1.0177e-09 2.1899e-09 1.02113e-09 6.64645e-09 1.86528e-09 1.86893e-09 8.67944e-09 7.2147e-09 1.93143e-09 1.56254e-09 2.37743e-09 2.64253e-09 3.66783e-09 1.18697e-08 1.3805e-09 1.5803e-09 5.84888e-09 1.58985e-09 1.28183e-09
threshold=0.087635000000000005 0.096900000000000014 -0.087184999999999985 0.079055000000000014 -0.079329999999999984 -0.095479999999999982 -0.06959499999999999 0.093680000000000013 0.26755500000000004 0.10389500000000002 -0.08453999999999999 0.090100000000000013 0.094640000000000016 -0.087199999999999986 -0.082334999999999978 -0.47386499999999993 -0.089544999999999986 -0.062749999999999986 -0.082209999999999991 -0.086284999999999987 -0.014129999999999998 -0.24064499999999997 -0.13847499999999999 -0.52800499999999995 -0.086234999999999992 -0.082304999999999975 0.10708500000000001 0.10265000000000002 -0.49218499999999993 0.086505000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1 7 -7 9 11 -11 12 13 14 -8 -15 17 19 -18 -17 -20 -22 -23 24 -24 -25 27 28 -27 -30
right_child=1 -3 3 4 -6 6 8 -9 -10 10 -12 -13 -14 15 -16 16 18 -19 20 -21 21 22 23 25 -26 26 -28 -29 29 -31
leaf_value=-6.6669256909790425e-07 6.2052843383555315e-07 1.573518876985721e-06 -1.3257746356419956e-06 6.3815390577796436e-07 -4.2862743342945915e-07 -5.4802936801934263e-07 1.8035967221814126e-06 1.4885518408925197e-06 -9.7275272111119186e-07 -4.1321486795216818e-08 1.0382562999728345e-06 6.0699137170908782e-07 -9.9329959801292245e-07 -9.6077349491267902e-07 -4.8594249753008971e-07 2.5668795378426997e-07 -1.832208373674472e-06 2.0021415034534588e-06 8.4544272920896089e-07 -9.7689889922879635e-07 -1.0328079304639213e-06 9.3759828093331229e-07 8.9112593461602682e-07 7.6821658309278931e-07 -1.8672759974964932e-06 8.2257409268965169e-07 6.8797264001219111e-07 -1.6810205200575487e-06 -3.9851430137584793e-09 -6.2244819461324484e-07
leaf_weight=30 37 30 22 24 38 22 21 23 20 24 22 26 23 21 32 30 22 25 21 22 23 29 26 23 39 23 32 21 2336 34
leaf_count=30 37 30 22 24 38 22 21 23 20 24 22 26 23 21 32 30 22 25 21 22 23 29 26 23 39 23 32 21 2336 34
internal_value=0 2.65072e-07 -5.93359e-08 -3.588e-07 -1.56798e-08 -1.34755e-08 -6.80998e-09 4.9289e-07 -1.45773e-08 -7.91177e-09 4.74998e-07 -1.5764e-08 -2.15405e-08 -1.35008e-08 4.21233e-07 -2.19499e-08 -1.46642e-08 4.7094e-07 -2.88869e-08 -2.65214e-07 -1.3669e-08 -2.06455e-08 -1.15625e-08 -2.24251e-08 -7.63915e-07 -2.90427e-09 -1.01552e-08 -1.94096e-08 -4.82797e-09 -1.28576e-08
internal_weight=0 151 121 84 62 2970 2940 45 2895 2875 46 2829 2803 2780 53 2727 2706 77 2629 52 2607 2586 2563 2534 65 2469 2446 2414 2393 2370
internal_count=3121 151 121 84 62 2970 2940 45 2895 2875 46 2829 2803 2780 53 2727 2706 77 2629 52 2607 2586 2563 2534 65 2469 2446 2414 2393 2370
is_linear=0
shrinkage=0.1


Tree=8091
num_leaves=31
num_cat=0
split_feature=132 394 1203 51 401 42 1213 402 1208 1208 402 2 402 13 402 1209 403 402 0 1213 2 4 43 403 402 1185 393 1366 453 1365
split_gain=9.46094e-10 4.66039e-09 2.60397e-09 1.22847e-09 9.72117e-10 2.64218e-09 3.9537e-09 1.75117e-09 9.31402e-10 1.80832e-09 1.413e-09 5.18655e-09 2.10745e-09 6.04627e-09 2.51582e-09 1.24711e-09 7.81288e-09 2.50161e-09 9.46172e-09 1.32076e-09 8.88816e-09 6.69988e-09 7.20799e-09 5.24032e-09 4.45805e-09 1.01774e-09 1.01815e-09 9.8556e-10 1.18553e-09 1.20981e-09
threshold=-0.083174999999999985 0.11233000000000001 0.088820000000000024 0.096070000000000016 -0.078179999999999986 0.10306000000000001 -0.060974999999999994 -0.43418999999999991 0.11846000000000001 0.10683000000000002 -0.10770499999999998 0.084985000000000019 -0.092414999999999983 -0.051094999999999995 -0.088099999999999984 -0.087199999999999986 -0.0047449999999999992 -0.0088649999999999979 -0.086234999999999992 0.060985000000000004 0.083865000000000009 -0.081114999999999979 -0.0098449999999999979 -0.014954999999999998 0.15960500000000002 0.093750000000000014 0.09389500000000002 -0.087024999999999977 0.093145000000000019 0.085025000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 -2 -7 -6 9 10 11 -9 13 -12 -14 16 -16 18 -17 24 -21 -22 -23 -24 25 26 27 -19 29 -29
right_child=1 -3 -4 -5 7 6 -8 8 -10 -11 12 -13 14 -15 15 17 -18 19 -20 20 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=1.6475012945198382e-08 1.0927350799268728e-06 1.5364681328833286e-06 -1.1004470644187288e-06 -8.1107327105200981e-07 -7.4096707081139357e-07 -1.152760624531116e-06 5.9239428024431409e-07 1.7287662937330122e-06 6.3677096146302177e-07 -8.852203173457541e-07 4.8124484444336053e-07 -3.3478747809567725e-07 1.1241398003392078e-06 -1.8632398946878808e-06 1.718189191876718e-06 9.1587625708674151e-07 -8.6569560008601085e-07 6.5077717665743604e-07 -1.6203232632960863e-06 1.8917006242093393e-06 -1.2896577677402163e-06 1.9333666846870816e-06 -1.2797443948405393e-06 9.1197366600681564e-07 -1.4292561404131862e-06 -7.0938050043878332e-07 5.858268703680855e-07 -8.048543132567773e-09 -6.91961624056603e-07 6.3127163988004513e-07
leaf_weight=174 30 20 28 20 32 21 34 21 23 23 22 29 20 22 25 24 22 23 38 28 33 22 24 20 22 20 30 2216 25 30
leaf_count=174 30 20 28 20 32 21 34 21 23 23 22 29 20 22 25 24 22 23 38 28 33 22 24 20 22 20 30 2216 25 30
internal_value=0 1.52451e-08 -1.98952e-07 -6.88392e-08 4.67735e-09 3.37829e-07 -7.39376e-08 -5.45791e-09 3.06356e-09 -2.25782e-09 5.2194e-09 5.31905e-07 -4.65843e-09 -6.90998e-07 6.85909e-09 -1.72877e-09 5.08711e-07 -1.11185e-08 -6.38569e-07 4.48598e-09 3.1865e-07 -1.26253e-07 4.5545e-07 -2.83509e-07 -1.23774e-08 9.20908e-10 7.03366e-09 -5.35566e-10 -7.13186e-09 4.90907e-10
internal_weight=0 2899 222 194 2879 85 55 2794 2762 2739 2716 50 2666 44 2622 2602 47 2555 62 2493 127 99 66 44 2366 2344 2324 2294 2271 2246
internal_count=3121 2899 222 194 2879 85 55 2794 2762 2739 2716 50 2666 44 2622 2602 47 2555 62 2493 127 99 66 44 2366 2344 2324 2294 2271 2246
is_linear=0
shrinkage=0.1


Tree=8092
num_leaves=31
num_cat=0
split_feature=96 34 39 43 33 15 2 16 15 132 1203 393 50 1 1 13 42 1456 1 0 1447 480 158 4 43 2 11 1 15 1
split_gain=8.26143e-10 1.08753e-09 5.83052e-09 8.99075e-09 3.46145e-09 8.78219e-10 8.64563e-10 9.2306e-09 8.96562e-09 8.98718e-10 2.38782e-08 1.49064e-08 5.93518e-09 9.96029e-10 1.58747e-08 2.482e-08 1.28065e-08 4.03421e-09 7.04895e-09 9.95573e-09 3.5737e-09 4.88367e-09 3.19973e-09 2.62121e-09 4.75829e-09 4.58167e-09 2.71226e-09 3.44411e-09 2.64031e-09 4.74168e-09
threshold=0.090365000000000015 -0.057544999999999992 0.089790000000000023 -0.075574999999999989 -1.0000000180025095e-35 -0.085319999999999993 -1.0000000180025095e-35 -0.056919999999999991 -0.41942499999999994 -0.083284999999999984 0.089165000000000008 0.12679500000000002 0.10022000000000002 0.094220000000000012 0.092390000000000014 -0.081029999999999977 0.090545000000000014 -0.079429999999999987 0.096475000000000019 -0.074479999999999977 0.059120000000000013 0.11144000000000001 0.10654500000000001 -0.046564999999999988 -0.06984499999999999 0.10060500000000001 0.088710000000000011 0.10684 -0.015039999999999998 0.11103500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 7 8 -6 10 12 13 -8 14 20 -16 -17 -15 19 -19 21 -11 23 24 -20 -26 27 -27 -25 -30
right_child=-2 4 -4 -5 6 -7 9 -9 -10 11 -12 -13 -14 17 15 16 -18 18 22 -21 -22 -23 -24 28 25 26 -28 -29 29 -31
leaf_value=-3.5135947532201804e-07 -6.2509790051903803e-07 -1.3171947119872131e-06 -9.5106162279989811e-07 2.6100768229753159e-06 -5.5853652506462264e-09 5.3414833614407967e-07 1.575286320818905e-08 -1.0592125171381762e-06 2.8106396420923832e-06 1.6879031544486773e-08 3.2357787522810015e-06 -2.741445808851495e-06 -1.8043176584114919e-06 -1.1029786930049778e-06 -4.3100208229547702e-06 -1.8711984304380687e-06 1.6645662844894108e-06 2.2684373781040839e-06 1.5299895365877044e-06 -3.4437427393640974e-07 1.0002039418724155e-06 -1.1757869322082116e-06 1.0935404065191637e-06 -2.6688895437665396e-08 -1.0420032322956882e-06 1.3658147966566504e-06 -3.2402735743946528e-07 7.4862854099982164e-09 -1.9075231994685798e-06 -8.7683830945091515e-08
leaf_weight=24 21 20 25 20 26 21 172 29 20 1801 23 20 20 27 22 21 20 35 28 25 36 35 28 400 28 40 36 35 22 41
leaf_count=24 21 20 25 20 26 21 172 29 20 1801 23 20 20 27 22 21 20 35 28 25 36 35 28 400 28 40 36 35 22 41
internal_value=0 4.24018e-09 3.46772e-07 8.45939e-07 -6.00163e-09 6.18775e-08 2.76889e-09 3.38005e-07 1.21886e-06 -5.85641e-09 1.90912e-07 -2.1525e-08 -1.73838e-07 -1.22708e-09 -3.90545e-08 -1.60039e-06 -1.46435e-07 9.70225e-08 1.42148e-07 1.17977e-06 1.34903e-08 -5.85698e-09 4.75323e-08 1.04308e-09 3.40678e-07 1.01105e-07 3.89456e-07 7.31928e-07 -1.2146e-07 -7.23183e-07
internal_weight=0 3100 90 65 3010 45 2990 75 46 2915 215 2700 192 2680 1935 63 41 745 718 60 1872 1836 658 630 167 139 111 75 463 63
internal_count=3121 3100 90 65 3010 45 2990 75 46 2915 215 2700 192 2680 1935 63 41 745 718 60 1872 1836 658 630 167 139 111 75 463 63
is_linear=0
shrinkage=0.1


Tree=8093
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 12 4 12 12 42 16 43 15 2 42 1212 1453 481 1213 1447 13 481 43 12 402 41 42 3 42 1375 1
split_gain=9.04857e-10 4.63217e-09 3.50269e-09 9.0942e-10 3.40025e-09 3.39041e-09 3.364e-09 7.78968e-09 7.45368e-09 1.43959e-08 1.6854e-08 1.3384e-08 7.83641e-09 7.06925e-09 2.98712e-09 4.22995e-09 3.73466e-09 1.0774e-08 1.20239e-08 9.46012e-09 4.93279e-09 3.04469e-09 5.60208e-09 2.71245e-09 2.83963e-09 3.64802e-09 8.43699e-09 5.9836e-09 6.84651e-09 3.73926e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.086305000000000007 0.086850000000000024 -0.080094999999999986 0.08493500000000001 0.084735000000000019 0.087505000000000013 -0.087989999999999985 -0.0065949999999999993 0.084840000000000013 0.087470000000000006 0.084695000000000006 0.087615000000000012 -0.092059999999999989 -0.087424999999999989 0.04198000000000001 -0.086059999999999984 -0.08645499999999999 -0.050084999999999991 0.084740000000000024 -1.0000000180025095e-35 0.079755000000000006 0.07831500000000001 0.083995000000000014 -0.084964999999999985 0.083715000000000026 -0.096099999999999977 0.093890000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 -5 7 14 9 11 12 -8 13 -11 15 -3 19 18 -18 -17 -20 23 -23 24 25 27 -27 28 -22 -30
right_child=1 3 -4 4 -6 -7 8 -9 -10 10 -12 -13 -14 -15 -16 16 17 -19 20 -21 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-4.3674674074769505e-08 1.4947011745139858e-06 1.3954461654261e-06 -1.2401322614152833e-06 1.5406785571769888e-06 2.3860216109932425e-08 1.3435664861560781e-07 -3.6828943338816447e-07 1.4566100450647608e-06 -1.920021120778772e-06 -5.8937125812816609e-07 -3.3839162762205886e-06 3.2019548814874032e-06 -1.482016899504143e-06 1.4213174869623533e-06 -9.9031220983647468e-07 4.6915677284108491e-07 -2.4834874147927622e-06 1.867199597806272e-06 1.4407669099277289e-06 -2.5358579523526716e-06 -1.305630187776582e-06 -1.4734366590321965e-08 -1.9562575378428014e-06 -8.4164241584971935e-07 1.165971082689959e-06 -2.2354212722513527e-06 -1.2133577130236888e-07 1.522561362811569e-06 4.5624269310820988e-07 -6.4583730055632308e-08
leaf_weight=194 21 21 28 30 1484 40 21 36 29 36 20 21 33 34 32 22 20 30 23 20 35 42 23 36 22 22 133 29 223 361
leaf_count=194 21 21 28 30 1484 40 21 36 29 36 20 21 33 34 32 22 20 30 23 20 35 42 23 36 22 22 133 29 223 361
internal_value=0 1.48977e-08 -1.94579e-07 4.09999e-09 5.59866e-08 7.37066e-07 -5.68002e-08 9.24573e-09 -4.415e-07 -1.81639e-07 -7.27459e-07 1.41683e-06 -2.11642e-07 3.87249e-07 -3.83824e-08 -9.69896e-09 -3.80448e-08 7.91832e-10 -5.69917e-08 -9.61803e-07 -5.85374e-09 -4.17849e-08 -7.01735e-07 8.03708e-09 4.5114e-08 1.44056e-08 -4.214e-07 1.18649e-07 5.28762e-08 1.34293e-07
internal_weight=0 2899 222 2878 1554 70 1324 1130 194 165 123 42 103 70 1094 1062 1041 999 969 42 949 926 65 861 825 803 155 648 619 584
internal_count=3121 2899 222 2878 1554 70 1324 1130 194 165 123 42 103 70 1094 1062 1041 999 969 42 949 926 65 861 825 803 155 648 619 584
is_linear=0
shrinkage=0.1


Tree=8094
num_leaves=31
num_cat=0
split_feature=1211 50 1 16 1186 1213 1213 43 1204 400 403 402 1210 402 1210 401 1200 128 133 129 15 394 394 391 1212 12 12 43 1 4
split_gain=9.17329e-10 5.42112e-09 2.30967e-09 1.80827e-09 1.27519e-09 1.4347e-09 1.56441e-09 7.42433e-09 1.41297e-09 1.37064e-09 2.66234e-09 1.25882e-09 5.17245e-09 1.09825e-09 1.75546e-09 1.55769e-09 1.02852e-09 1.33811e-09 3.16837e-09 1.19408e-09 2.097e-09 1.56328e-09 1.44248e-09 2.74708e-09 1.58194e-09 2.2182e-09 6.52021e-09 4.02847e-09 4.19324e-09 5.02029e-09
threshold=0.087635000000000005 0.096900000000000014 0.087325000000000014 -0.087659999999999988 -0.095479999999999982 0.23509000000000002 0.10675500000000002 -0.025214999999999998 0.057120000000000011 0.12578500000000001 -0.55276999999999987 0.23460000000000003 -0.13847499999999999 -0.45015499999999992 0.24726500000000004 -0.099524999999999988 0.089190000000000005 0.10670500000000001 -0.0023199999999999996 0.102035 -0.07490999999999999 -0.14580499999999996 -0.09139499999999999 -1.0000000180025095e-35 -0.47386499999999993 0.11149500000000002 0.11586 -0.23714499999999997 0.13686500000000004 0.057560000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 8 -8 9 10 -6 12 -12 -14 15 -15 17 19 -19 21 -21 -17 -23 -24 -25 -26 -27 -28 29 -29
right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11 11 -13 13 14 -16 16 -18 18 -20 20 -22 22 23 24 25 26 27 28 -30 -31
leaf_value=-6.6089530491808547e-07 6.8594337866064354e-07 1.4437741447181906e-06 -9.3625255649006562e-07 -1.9464189781776192e-07 -1.0168472873426884e-06 -8.292068850139567e-07 -8.6963549705387788e-07 1.6931121859460502e-06 -8.4654445132059663e-07 7.3411694916103447e-07 1.5328345594670365e-06 -7.7157242663989102e-07 -7.4493937972874847e-07 -8.2771245971620703e-07 9.0957286797025261e-07 -7.7653522389744885e-07 7.1320054473744686e-07 -1.2573391862653289e-06 1.5258225833324991e-07 -2.9259068212928427e-07 1.001635836351786e-06 7.438614926076508e-07 -9.7247187266569615e-07 -8.7928116215607593e-07 -1.087404269840566e-08 1.5179961642867344e-06 9.4330921800781538e-07 -6.3929755484082312e-07 -1.6243822324213396e-06 1.214835129343081e-06
leaf_weight=30 39 30 24 58 26 21 20 26 20 25 22 21 20 23 21 26 20 28 37 21 31 26 29 20 2303 38 33 40 20 23
leaf_count=30 39 30 24 58 26 21 20 26 20 25 22 21 20 23 21 26 20 28 37 21 31 26 29 20 2303 38 33 40 20 23
internal_value=0 2.40435e-07 -5.79132e-08 1.59408e-07 -1.22284e-08 -5.60939e-09 3.15775e-10 5.78874e-07 -8.9476e-09 -3.07591e-09 -9.59282e-09 -2.46419e-10 5.57805e-09 -6.60015e-09 -1.20884e-09 -8.24579e-09 -1.25219e-09 -6.5939e-09 -4.54769e-07 4.56754e-09 4.78967e-07 -5.07624e-09 2.84553e-09 -4.84258e-09 6.48614e-09 1.36963e-08 3.81135e-07 8.71436e-09 -3.62872e-07 3.7608e-08
internal_weight=0 151 121 97 2970 2940 2919 46 2873 2853 2828 2802 2781 2759 2739 2718 2695 2675 65 2610 52 2558 2532 2506 2477 2457 154 116 83 63
internal_count=3121 151 121 97 2970 2940 2919 46 2873 2853 2828 2802 2781 2759 2739 2718 2695 2675 65 2610 52 2558 2532 2506 2477 2457 154 116 83 63
is_linear=0
shrinkage=0.1


Tree=8095
num_leaves=31
num_cat=0
split_feature=46 49 475 15 49 49 49 3 3 1 1 3 49 13 483 160 160 2 12 150 12 160 2 160 133 15 481 402 402 51
split_gain=8.91864e-10 1.12488e-09 3.93519e-09 5.63365e-09 3.37789e-09 3.27202e-09 2.50665e-09 4.19282e-09 9.63154e-09 2.80901e-09 3.1268e-09 2.88809e-09 3.33428e-09 1.95477e-09 1.52609e-09 1.8726e-09 1.66809e-09 5.74191e-09 7.1982e-09 6.49574e-09 4.75105e-09 6.6984e-09 4.69567e-09 2.33719e-09 1.85717e-09 5.43609e-09 7.4517e-09 6.11832e-09 1.1932e-08 5.0026e-09
threshold=0.096120000000000011 0.097940000000000013 -0.085774999999999976 -0.026084999999999994 0.10247500000000002 0.10440000000000001 0.10877000000000002 -0.094874999999999987 -0.081644999999999981 0.12577000000000002 0.10587000000000001 -0.072894999999999988 0.12899500000000003 -0.070999999999999994 -0.47356499999999996 0.40950000000000003 0.089640000000000011 0.08647500000000001 0.087625000000000022 0.090480000000000019 -0.069644999999999985 0.11205000000000002 0.083585000000000007 0.10493500000000001 0.082925000000000013 0.11842000000000001 -0.087424999999999989 0.11174500000000002 0.012085000000000002 0.067785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 4 -4 -6 -7 -8 -9 10 11 13 -13 -10 -1 16 24 22 19 20 -19 -22 -18 -20 -16 26 -26 28 29 -28
right_child=-2 2 3 -5 5 6 7 8 9 -11 -12 12 -14 -15 15 -17 17 18 23 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-7.783298613617263e-07 5.0196142573050965e-07 -1.4401365690545114e-06 -1.2029004715204353e-06 1.2689445928312385e-06 1.0682608195690012e-06 -9.3940730819096463e-07 1.0057725599806639e-06 -2.2629829756971004e-06 -4.7167704906314614e-08 -1.0734946934576329e-06 1.1791816341691141e-06 -1.3307939883378385e-06 2.2668239937827039e-07 1.2792167740371954e-06 -2.1182396886070053e-08 7.1966428923755496e-07 -1.4679930763091322e-07 -2.8134105754079864e-07 1.1742111253583559e-06 3.4559468578739448e-07 -3.0742543217378442e-06 -7.8905458216784465e-07 1.8449418303134736e-06 -2.262456208567388e-07 -1.4856232683411823e-06 1.5100207811993361e-06 4.4108581375364176e-08 -1.5011738101055104e-06 2.4702399316637365e-06 8.8557644161473218e-07
leaf_weight=24 35 23 31 28 22 39 31 21 25 20 26 27 28 20 1754 38 29 21 22 24 29 23 20 26 28 29 553 21 23 81
leaf_count=24 35 23 31 28 22 39 31 21 25 20 26 27 28 20 1754 38 29 21 22 24 29 23 20 26 28 29 553 21 23 81
internal_value=0 -5.68835e-09 -1.76985e-07 -8.56247e-08 -2.16411e-07 -9.83367e-08 -2.06628e-07 -6.22932e-08 -2.60557e-07 2.74633e-08 2.02219e-07 -5.17919e-08 -5.37897e-07 5.42337e-07 1.55911e-08 2.25937e-08 1.27209e-08 -2.69709e-07 -5.85967e-07 -1.0816e-06 -1.55082e-06 -2.06349e-06 6.66156e-07 4.1563e-07 3.47344e-08 1.68174e-07 1.13055e-07 1.79078e-07 2.32784e-07 1.51615e-07
internal_weight=0 3086 341 318 290 259 237 198 167 146 126 100 55 45 2745 2721 2683 194 145 97 73 52 49 48 2489 735 706 678 657 634
internal_count=3121 3086 341 318 290 259 237 198 167 146 126 100 55 45 2745 2721 2683 194 145 97 73 52 49 48 2489 735 706 678 657 634
is_linear=0
shrinkage=0.1


Tree=8096
num_leaves=31
num_cat=0
split_feature=402 401 1212 401 402 402 401 402 132 15 1211 50 1211 43 1208 1208 1210 402 402 399 1209 1210 1209 3 15 15 12 131 2 3
split_gain=1.00848e-09 1.79667e-09 9.41274e-10 1.10121e-09 2.28377e-09 3.29297e-09 1.09901e-09 4.71595e-09 1.06975e-09 2.62043e-08 2.09891e-08 4.05282e-09 3.19354e-09 3.21405e-09 1.19454e-09 1.86997e-09 1.44833e-09 1.49828e-09 1.94413e-09 2.6067e-09 1.13597e-09 1.26449e-09 1.80535e-09 4.04837e-09 1.30573e-09 5.849e-09 9.89793e-09 6.48997e-09 1.07527e-08 5.09198e-09
threshold=0.31278000000000006 0.13699500000000003 0.13795000000000002 -0.47263499999999997 -0.45454999999999995 -0.52461999999999986 -0.13200999999999999 -0.41103999999999991 -0.083284999999999984 0.091650000000000023 0.11048500000000001 0.09227500000000001 0.087635000000000005 0.0016850000000000001 0.11531000000000001 0.10233500000000001 -0.12043 -0.10145999999999998 -0.092414999999999983 -0.065739999999999979 0.086665000000000006 -0.07692499999999998 -0.065739999999999979 -0.081644999999999981 0.11069000000000001 0.11657500000000001 0.091545000000000015 0.09055500000000001 0.093320000000000014 -0.067429999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -8 9 11 12 -9 14 -14 15 16 -10 -18 -19 -20 21 -21 23 -23 -24 26 -26 28 -27 -30
right_child=-2 -3 -4 4 6 -7 7 8 10 -11 -12 -13 13 -15 -16 -17 17 18 19 20 -22 22 24 -25 25 27 -28 -29 29 -31
leaf_value=-7.0876259444089975e-07 6.9064583710444694e-07 -9.0516804427600383e-07 5.5000318019254692e-07 -2.53592532945255e-07 5.8257436307023397e-07 1.4160468312925165e-06 -1.4745952945816045e-06 -1.4708987717267801e-09 -7.6461079197542856e-07 3.3968706406006322e-06 -2.4547509412643975e-06 -1.3944551141046683e-06 1.7094743841736008e-06 1.8810303652858434e-08 -7.3801173114547553e-07 7.8691391976803974e-07 7.412244258375722e-07 -9.4362350182564121e-07 9.1184875589445476e-07 7.6939917822268663e-07 -6.1240372023378099e-07 2.49812907308448e-07 -1.9930658993552937e-08 -1.651401928592393e-06 -1.0499454058769214e-07 1.894758360852696e-06 2.9071649873912975e-06 -1.5178838411884501e-06 -1.2347896967769754e-06 2.9758757731095808e-07
leaf_weight=22 21 22 31 21 31 27 22 161 25 23 35 24 22 23 22 30 27 22 31 21 31 24 2191 21 24 30 20 25 35 57
leaf_count=22 21 22 31 21 31 27 22 161 25 23 35 24 22 23 22 30 27 22 31 21 31 24 2191 21 24 30 20 25 35 57
internal_value=0 -4.68368e-09 1.75253e-09 -3.82534e-09 1.30147e-09 6.8558e-07 -9.73156e-09 -1.59642e-08 -4.9896e-09 2.13578e-07 -2.17282e-08 -1.82182e-07 1.00345e-08 8.45357e-07 -4.22559e-09 1.95012e-09 -7.16324e-09 2.36598e-10 -7.66493e-09 5.3869e-10 -1.08573e-08 -3.23966e-09 -9.92504e-09 -6.37421e-07 1.92941e-09 2.52691e-07 1.26417e-06 -5.00646e-08 2.50718e-07 -2.85382e-07
internal_weight=0 3100 3078 3047 3025 48 2977 2946 2924 208 2716 185 2681 45 2636 2614 2584 2559 2532 2510 2479 2448 2427 45 2382 191 44 147 122 92
internal_count=3121 3100 3078 3047 3025 48 2977 2946 2924 208 2716 185 2681 45 2636 2614 2584 2559 2532 2510 2479 2448 2427 45 2382 191 44 147 122 92
is_linear=0
shrinkage=0.1


Tree=8097
num_leaves=31
num_cat=0
split_feature=1213 132 1211 1185 15 1429 156 1429 1429 1429 1429 156 157 1 156 484 16 1371 2 43 43 156 1 156 12 15 15 133 0 42
split_gain=1.15063e-09 8.53113e-10 2.3028e-08 1.51554e-08 2.89718e-09 9.19848e-10 2.10304e-09 2.00918e-09 1.04563e-09 1.83019e-09 1.6188e-09 1.47431e-09 4.49529e-09 1.06717e-08 2.98851e-09 8.04133e-09 5.48601e-09 3.70942e-09 2.62298e-09 4.1175e-09 2.76267e-09 2.22737e-09 2.17416e-09 1.22663e-09 1.2441e-09 4.42285e-09 1.31894e-08 7.85949e-09 7.93583e-09 1.25956e-08
threshold=0.51370000000000016 -0.083284999999999984 0.085535000000000014 -0.083264999999999992 0.092400000000000024 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 -0.084934999999999997 -0.069929999999999978 -0.026244999999999997 0.091255000000000017 -0.075754999999999989 0.088975000000000012 0.087515000000000009 0.085790000000000019 -0.0073349999999999986 0.083235000000000017 0.095040000000000013 -0.080084999999999976 -0.05647499999999999 0.086340000000000014 0.111945 0.083310000000000009 0.086420000000000011 0.085730000000000015 0.086195000000000008 -0.0084449999999999994 -0.087414999999999979 0.088295000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -5 7 -7 -9 -10 -11 14 13 -13 17 16 -16 21 19 -14 -20 23 -15 24 25 -12 -27 -28 -29 -30
right_child=-2 3 -4 5 -6 6 -8 8 9 10 11 12 18 22 15 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=4.9358596760254226e-09 7.5605363207387206e-07 -2.6339586632027274e-06 3.4199708949245178e-06 6.3062609715095044e-07 -1.1463135584790509e-06 9.5482808794920193e-07 -1.0261515419074386e-06 -6.4840005768473932e-07 7.7806244784521072e-07 -8.4268204456906381e-07 -8.6577363932735699e-09 2.7296567145123679e-06 -1.7727438927295225e-06 -6.9571518327479907e-07 1.250586140457699e-06 -1.7964883387749605e-06 -7.8747516880639527e-07 1.0375050209177062e-06 1.2714963700943827e-06 1.3576332793700904e-07 -1.1147748357241374e-07 -8.8545020217083979e-07 6.7232428800314039e-07 5.7555185616959336e-07 5.2708741213314679e-08 -2.9848938004306548e-06 1.1076214918554769e-06 4.9026993228897088e-07 -3.9053309600350015e-07 -3.4281371961242259e-06
leaf_weight=174 20 22 20 23 25 22 20 25 30 23 892 22 20 21 25 34 28 34 20 26 52 29 26 36 1299 20 33 37 43 20
leaf_count=174 20 22 20 23 25 22 20 25 30 23 892 22 20 21 25 34 28 34 20 26 52 29 26 36 1299 20 33 37 43 20
internal_value=0 -4.88305e-09 1.8539e-07 -1.93417e-08 -1.39693e-07 7.70746e-10 -4.33559e-09 2.91905e-09 -4.57361e-09 1.23709e-09 -7.26829e-09 -1.96334e-10 2.70754e-07 9.11926e-07 -2.02231e-08 -5.96152e-07 1.73875e-07 2.86897e-10 -1.04169e-07 -6.94022e-07 2.72682e-07 -1.43521e-08 6.10726e-08 -3.73791e-09 -1.26349e-08 -9.3861e-08 -5.90602e-07 -2.30558e-07 -6.72157e-07 -1.35485e-06
internal_weight=0 3101 219 2882 199 2860 2837 2817 2795 2770 2740 2717 187 69 2530 87 53 2443 118 46 72 2409 47 2380 2344 1045 153 133 100 63
internal_count=3121 3101 219 2882 199 2860 2837 2817 2795 2770 2740 2717 187 69 2530 87 53 2443 118 46 72 2409 47 2380 2344 1045 153 133 100 63
is_linear=0
shrinkage=0.1


Tree=8098
num_leaves=31
num_cat=0
split_feature=1211 16 1211 1185 1186 12 402 401 128 13 16 1177 1208 1208 1210 1212 402 0 12 2 402 402 402 128 128 1213 43 1213 52 1210
split_gain=9.41177e-10 3.08906e-09 3.51819e-09 9.98003e-10 1.26285e-09 1.66174e-09 8.41382e-10 1.36729e-09 1.00753e-09 1.61036e-09 2.60232e-09 1.3945e-09 1.15182e-09 1.78662e-09 1.34385e-09 1.55693e-09 1.22278e-09 1.01024e-08 4.89316e-09 3.44985e-09 2.02191e-09 1.14803e-09 1.34656e-09 1.16802e-09 2.52705e-09 1.22616e-09 3.30632e-09 2.57026e-09 8.63165e-09 7.56483e-09
threshold=0.11301500000000002 -0.069894999999999985 0.11986000000000001 -0.10973499999999999 -0.086714999999999987 0.087925000000000017 0.31278000000000006 0.13699500000000003 0.10614000000000001 -0.0087749999999999981 -0.050529999999999999 -0.084859999999999977 0.11531000000000001 0.10233500000000001 -0.14310999999999999 0.11660500000000001 -0.10770499999999998 -0.070154999999999981 0.097145000000000023 0.090175000000000019 -0.095444999999999988 -0.089154999999999998 -0.086719999999999978 0.09445000000000002 0.089035000000000017 -0.15413999999999997 0.0034250000000000005 -0.090764999999999985 0.086040000000000019 -0.076234999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 7 8 11 -10 -11 -6 13 14 -13 16 17 18 19 -16 -18 -22 -23 24 25 26 -24 28 -27 -29
right_child=1 -3 -4 4 6 -7 -8 -9 9 10 -12 12 -14 -15 15 -17 20 -19 -20 -21 21 22 23 -25 -26 27 -28 29 -30 -31
leaf_value=-7.1221647431229943e-07 1.8545340276432399e-06 -5.0934219871123791e-07 2.1975121326663198e-08 -1.3381109751106932e-08 -8.3341248085844205e-07 1.0137873625026828e-06 6.1777154336422908e-07 -8.028585067553319e-07 -9.3997818567004283e-07 6.0257762584114977e-07 -7.6429206239061807e-07 -7.5915616622771029e-07 -7.1618847980206825e-07 7.9104894275137032e-07 -3.3439388857914309e-07 8.1032614597612942e-07 -9.4540967082771796e-07 2.1361338364537612e-06 -1.4733373691652477e-06 1.2636632303300842e-06 6.1135834395524094e-07 -8.0833529442056073e-07 -4.5800810966056819e-08 5.0647890477958675e-07 -1.0566265654895925e-06 6.5858336597557363e-07 1.458610832049176e-06 1.9345563748629504e-06 -2.279384173107246e-06 -1.8544564596671788e-08
leaf_weight=20 20 25 22 36 20 28 21 22 30 30 26 23 22 29 35 24 23 24 22 22 30 21 48 44 23 20 21 20 20 2350
leaf_count=20 20 25 22 36 20 28 21 22 30 30 26 23 22 29 35 24 23 24 22 22 30 21 48 44 23 20 21 20 20 2350
internal_value=0 3.70755e-07 8.94622e-07 -8.13285e-09 -3.49156e-09 4.36005e-07 -1.29622e-08 -1.74537e-08 -1.15504e-08 -3.48763e-07 -3.20404e-08 -1.34263e-09 4.55648e-09 1.02215e-08 2.04677e-09 8.42015e-09 1.3523e-09 3.39326e-07 -2.06539e-07 2.824e-07 -1.19345e-08 -3.66725e-09 -1.08549e-08 -4.27713e-09 -1.32592e-08 -3.57895e-09 4.12064e-07 -1.54791e-08 -8.104e-07 -2.0627e-09
internal_weight=0 67 42 3054 3034 64 2970 2949 2927 86 56 2841 2821 2799 2770 2747 2723 103 79 57 2620 2597 2567 2546 2502 2479 69 2410 40 2370
internal_count=3121 67 42 3054 3034 64 2970 2949 2927 86 56 2841 2821 2799 2770 2747 2723 103 79 57 2620 2597 2567 2546 2502 2479 69 2410 40 2370
is_linear=0
shrinkage=0.1


Tree=8099
num_leaves=31
num_cat=0
split_feature=1208 1209 1208 1208 132 1185 1203 0 0 42 0 16 1213 133 43 16 43 3 43 0 2 43 1210 2 13 1 394 43 52 1213
split_gain=9.68633e-10 2.22582e-09 1.81888e-09 1.27179e-09 7.95433e-10 5.18967e-09 2.94314e-09 9.99455e-10 1.13811e-09 1.01723e-09 1.54755e-09 3.23488e-09 1.36645e-09 8.423e-10 1.42645e-09 1.24228e-09 1.24151e-09 2.59914e-09 2.45266e-09 5.74074e-09 2.17238e-09 1.9937e-09 6.45695e-09 5.61691e-09 4.5339e-09 1.73657e-09 1.47531e-09 1.71449e-09 5.29175e-09 1.14822e-08
threshold=0.11846000000000001 0.11743500000000001 0.10233500000000001 0.089655000000000012 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.098289999999999975 -0.091069999999999984 -0.021469999999999996 -0.071339999999999987 -0.072804999999999981 0.085855000000000015 -0.50375999999999987 0.27194500000000005 -0.081299999999999983 0.16180500000000003 -0.077774999999999983 0.084740000000000024 -0.097274999999999986 0.11585500000000001 0.055925000000000009 1.0000000180025095e-35 0.084885000000000002 -0.079299999999999995 0.095950000000000021 0.0066850000000000008 0.0051600000000000005 0.10263500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 -9 10 11 -10 -11 15 16 -7 18 -18 21 -20 25 22 26 -23 -25 -21 27 -15 29 -29
right_child=-2 -3 -4 -5 5 13 -8 8 9 12 -12 -13 -14 14 -16 -17 17 -19 19 20 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-6.0564802100560449e-07 6.0782427296474531e-07 -1.0073737376553089e-06 8.5156246836959334e-07 -7.9970471347223801e-07 1.5807390939569035e-06 9.0878673972838444e-07 -1.1409298434017502e-06 6.7199132354289767e-07 2.3096495228039718e-08 6.7798237895741218e-07 4.800119475589781e-07 -1.4722039840426474e-06 -3.394587534702706e-07 5.9221273314463141e-09 -8.2569889032345688e-07 -7.8489478465389067e-08 -1.7308989678591996e-07 1.370458554532661e-06 -1.6230817593513196e-06 9.2882598765855736e-07 -7.2287011031827823e-07 -4.7339460953723903e-07 -1.57167481600158e-06 2.0469931313384763e-06 1.5798589648359969e-07 -2.8365733442115019e-07 -7.2257770735059583e-07 2.7214207381368161e-06 -7.1855089345262968e-07 -3.4590026110401177e-07
leaf_weight=27 26 22 25 20 21 25 28 25 39 33 20 23 22 2355 21 26 24 20 31 27 27 36 26 27 24 21 27 23 24 26
leaf_count=27 26 22 25 20 21 25 28 25 39 33 20 23 22 2355 21 26 24 20 31 27 27 36 26 27 24 21 27 23 24 26
internal_value=0 -5.10382e-09 2.07156e-09 -4.89605e-09 3.5368e-10 1.45941e-08 -1.84116e-07 -4.23655e-08 5.15149e-08 -6.17107e-08 -2.84874e-07 -5.31612e-07 2.71006e-07 2.80593e-09 -4.69164e-09 4.05469e-07 1.65168e-09 5.28523e-07 -7.01786e-09 -4.78411e-07 -5.27994e-09 1.24399e-08 -4.05985e-09 4.82969e-07 1.15805e-06 3.98365e-07 1.25422e-08 2.07169e-08 4.98001e-07 1.09386e-06
internal_weight=0 3095 3073 3048 3028 2811 217 189 162 137 82 62 55 2790 2739 51 2718 44 2674 106 75 2568 2481 87 51 48 2455 2428 73 49
internal_count=3121 3095 3073 3048 3028 2811 217 189 162 137 82 62 55 2790 2739 51 2718 44 2674 106 75 2568 2481 87 51 48 2455 2428 73 49
is_linear=0
shrinkage=0.1


Tree=8100
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 12 133 4 403 52 399 1208 1208 1209 401 1210 1210 1212 1212 42 42 52 52 42 43 52 401 42 42 42 42
split_gain=8.87749e-10 2.24789e-08 1.38293e-08 3.81016e-09 8.18263e-10 1.25118e-09 2.36501e-09 1.24226e-09 1.09702e-09 1.67067e-09 8.13633e-10 2.26539e-09 9.88197e-10 1.59306e-09 1.33427e-09 2.33848e-09 9.39424e-10 1.24745e-09 1.6437e-09 4.75298e-09 2.53054e-09 4.29588e-09 2.10009e-09 4.00829e-09 4.6833e-09 2.81303e-09 2.93037e-09 7.22393e-09 7.75859e-09 7.50763e-09
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.11527000000000001 -0.37971999999999995 -0.00059999999999999995 -0.020569999999999995 0.086450000000000013 0.087485000000000021 0.11846000000000001 0.10683000000000002 -0.094304999999999986 0.13522500000000001 -0.13847499999999999 -0.090569999999999998 0.13795000000000002 0.11796000000000001 0.11720500000000002 0.12293000000000001 0.10347000000000002 -1.0000000180025095e-35 0.10306000000000001 0.18116500000000002 0.10263500000000002 -0.06959499999999999 0.099760000000000015 0.097640000000000018 0.096450000000000022 0.095885000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 8 9 -7 11 12 -4 14 -14 -16 17 18 22 -20 21 -21 25 24 -24 -17 27 28 29 -27
right_child=2 -3 10 -5 -6 7 -8 -9 -10 -11 -12 -13 13 -15 15 16 -18 -19 19 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=2.070877436770908e-07 -2.5123342538790895e-06 3.3899134293946532e-06 6.3350380605697863e-07 -1.436099051659312e-06 6.0567522485230477e-07 2.9103324506580138e-07 -1.3123545588200616e-06 7.492811832321423e-07 4.0542995761963097e-07 -7.7383234101342389e-07 5.842373705415109e-07 -9.8889620341710916e-07 6.6167110030472681e-07 -7.7712962186419301e-07 -1.0754465580475882e-06 1.0925683837352078e-06 6.3270516221791699e-07 -6.0677311077569999e-07 1.4399493825441178e-06 4.3731189939242014e-07 7.8076599468853868e-07 -1.2714928006727991e-06 -2.8069537075967484e-07 8.4716423154012376e-07 -1.8585235677619497e-06 -1.3816929681949691e-09 -8.5522024878861357e-07 1.3863863556121273e-06 -1.5499607705748986e-06 1.7075802947357051e-06
leaf_weight=21 22 20 25 20 21 26 20 24 33 34 24 23 31 26 20 24 24 33 31 31 28 28 76 21 25 2275 39 38 32 26
leaf_count=21 22 20 25 20 21 26 20 24 33 34 24 23 31 26 20 24 24 33 31 31 28 28 76 21 25 2275 39 38 32 26
internal_value=0 1.94136e-07 -1.46598e-08 -1.27048e-07 1.92147e-08 -5.87326e-08 -5.34104e-07 1.0785e-07 -5.76801e-08 -3.12391e-07 4.41965e-09 -4.52773e-10 7.57201e-09 1.99925e-09 9.28083e-09 1.92929e-09 9.81926e-09 4.29681e-09 1.18381e-08 3.76735e-07 -2.11128e-09 -3.73646e-07 -5.00773e-09 -4.09881e-07 -6.71247e-07 1.52858e-08 4.55771e-09 1.87e-08 -3.57694e-09 1.79286e-08
internal_weight=0 219 2902 199 179 158 41 117 93 60 2880 2856 2833 2808 2782 2751 2731 2707 2674 118 87 59 2556 122 101 2434 2410 2371 2333 2301
internal_count=3121 219 2902 199 179 158 41 117 93 60 2880 2856 2833 2808 2782 2751 2731 2707 2674 118 87 59 2556 122 101 2434 2410 2371 2333 2301
is_linear=0
shrinkage=0.1


Tree=8101
num_leaves=31
num_cat=0
split_feature=1211 403 1212 402 1213 1210 401 401 1204 132 15 1211 50 393 1213 394 1176 16 133 483 12 482 482 0 1 482 483 482 480 480
split_gain=8.76888e-10 2.33867e-09 1.37878e-09 1.31494e-09 4.23607e-09 1.53546e-09 1.27155e-09 1.19576e-09 8.42667e-10 1.36839e-09 3.12806e-08 2.51295e-08 4.32212e-09 2.96746e-09 1.18925e-09 2.08229e-09 2.35198e-09 1.07921e-09 2.19032e-09 1.01557e-09 4.44898e-09 2.19817e-09 1.41119e-09 7.60616e-09 4.80957e-09 4.23855e-09 8.82532e-09 4.26584e-09 1.82763e-09 1.71034e-09
threshold=0.11716500000000001 0.022375000000000003 0.13631000000000001 -0.45454999999999995 0.0036000000000000003 0.26755500000000004 -0.099524999999999988 0.13571500000000003 0.058775000000000008 -0.083284999999999984 0.091915000000000011 0.10326000000000002 0.09227500000000001 0.12069000000000002 0.12955000000000003 -0.12099999999999998 0.085730000000000015 -0.095094999999999985 -0.41317499999999996 0.12236500000000002 0.094435000000000005 0.11524000000000002 0.098465000000000011 -0.077809999999999976 0.16540500000000002 0.089605000000000018 0.088610000000000008 0.087425000000000017 0.11387000000000001 0.10344000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -5 8 9 10 12 13 17 14 15 -11 19 -8 -19 21 -21 22 24 -24 25 27 -27 28 29 -17
right_child=1 -3 -4 5 -6 -7 7 -9 -10 11 -12 -13 -14 -15 -16 16 -18 18 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=1.1999405561516942e-06 9.4140526414321361e-07 -4.1671302683642444e-07 -7.7831811145632966e-07 -6.4112869993902762e-07 -5.9146818797857619e-07 -8.6213631054950698e-07 -5.0957921216870031e-07 6.3079584682175974e-07 -6.3495598451048691e-07 8.0846852654747894e-07 3.9027580512430134e-06 -3.4635077197110932e-06 -1.4282782190141084e-06 1.1933681253681461e-06 -6.6034452730592522e-07 1.0389779930880489e-08 -9.8851783244905773e-07 1.1076060536652222e-06 -3.8775686221015356e-08 -1.3022152765630932e-06 4.9686515155742567e-07 9.4837173674022777e-07 5.0930267787344779e-07 -2.0256320728151422e-06 1.4885384540651683e-06 2.4491949192549457e-07 -2.4669861172047344e-06 1.4765813011763385e-06 8.2790764732062944e-07 -7.3740541027643392e-07
leaf_weight=33 32 21 23 31 22 21 31 30 21 32 21 21 24 21 27 2288 24 20 100 28 27 25 29 20 22 28 21 20 27 31
leaf_count=33 32 21 23 31 22 21 31 30 21 32 21 21 24 21 27 2288 24 20 100 28 27 25 29 20 22 28 21 20 27 31
internal_value=0 4.03283e-07 -6.97146e-09 -1.1452e-09 4.83377e-07 -1.00578e-08 -4.03099e-09 2.69128e-09 -3.78847e-09 8.02631e-10 2.55902e-07 -1.77776e-08 -1.8172e-07 9.3236e-09 -6.29339e-11 6.7363e-09 -3.16927e-09 1.64079e-08 1.52288e-07 6.04678e-09 -4.1903e-07 1.53575e-08 5.97482e-09 -5.25365e-07 1.66583e-08 3.24986e-09 -9.17326e-07 2.2315e-08 9.9172e-09 3.9338e-10
internal_weight=0 53 3068 3045 55 2990 2969 2938 2908 2887 196 2691 175 2670 2649 2622 2590 151 120 2566 55 2511 2486 49 2437 2415 49 2366 2346 2319
internal_count=3121 53 3068 3045 55 2990 2969 2938 2908 2887 196 2691 175 2670 2649 2622 2590 151 120 2566 55 2511 2486 49 2437 2415 49 2366 2346 2319
is_linear=0
shrinkage=0.1


Tree=8102
num_leaves=31
num_cat=0
split_feature=400 399 16 132 1203 132 50 43 130 12 1 9 123 3 124 1 15 13 1 10 10 16 1 479 479 42 1456 1456 481 12
split_gain=1.03116e-09 2.38616e-09 1.59975e-09 1.20497e-09 2.89564e-08 2.55633e-08 4.64416e-09 9.97293e-10 3.01181e-09 1.53613e-09 9.69627e-10 9.73319e-10 9.82159e-10 1.96822e-09 1.77052e-09 2.53004e-09 2.05952e-09 1.84889e-09 1.22094e-09 2.24908e-08 1.26538e-08 2.1286e-08 7.07555e-09 4.09619e-09 1.49821e-08 1.22031e-08 3.32937e-09 4.73403e-09 2.92203e-09 2.60253e-09
threshold=0.10782000000000001 0.093190000000000009 -0.07550999999999998 -0.083284999999999984 0.089165000000000008 -0.029554999999999994 0.10022000000000002 -0.53814999999999991 -0.22699999999999995 0.23631000000000002 0.16540500000000002 -0.092544999999999975 0.08592000000000001 -0.026224999999999995 -0.082135 0.13707500000000003 -0.11713499999999999 -0.07692499999999998 0.09253500000000002 -1.0000000180025095e-35 -0.013164999999999998 -0.090344999999999995 0.093575000000000019 0.093525000000000011 0.078750000000000014 0.089905000000000013 -0.079429999999999987 -0.0077899999999999992 -0.066814999999999986 -0.010834999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -5 -1 -7 -9 10 11 -10 18 -14 17 16 -16 -15 19 -13 21 -20 -22 24 29 -25 -24 -28 -29 -21
right_child=2 -3 -4 5 -6 7 -8 8 9 -11 -12 12 13 14 15 -17 -18 -19 20 23 22 -23 26 25 -26 -27 27 28 -30 -31
leaf_value=-4.1388360752093968e-10 -8.9809792722088525e-07 8.2844698649101437e-07 2.3231627283491565e-07 -3.5800662021756579e-06 3.8320434498473331e-06 5.811492256195076e-07 -1.6356225738434207e-06 -1.1639453391735929e-06 6.5724260643353614e-07 8.839495956181055e-07 -6.8936880452952216e-07 -3.3601636812363725e-06 5.2032048329394838e-07 6.4910033567381715e-07 -1.6822714352079297e-06 2.051575230884358e-07 -5.1427613515879033e-07 -5.2117526057789598e-07 -2.8279755793925651e-07 7.8272194841133575e-07 -1.3405170793450655e-06 4.1778994901164881e-06 -9.6961458828965475e-07 7.3688224505452177e-07 2.7581610878257835e-06 -2.4865140413036599e-06 1.6210469476889211e-06 1.2545629198527986e-06 5.4802973098300661e-08 -1.4287470042782428e-08
leaf_weight=132 31 35 21 20 20 30 20 22 23 20 20 20 29 27 26 24 36 27 23 42 36 20 28 23 20 24 21 21 609 1671
leaf_count=132 31 35 21 20 20 30 20 22 23 20 20 20 29 27 26 24 36 27 23 42 36 20 28 23 20 24 21 21 609 1671
internal_value=0 7.48079e-09 -4.41585e-07 -1.98982e-09 2.5508e-07 -1.74392e-08 -2.15573e-07 7.6321e-09 1.5135e-09 1.07035e-08 4.39847e-09 9.44405e-09 3.9804e-09 -2.29503e-07 -3.84823e-07 -6.66619e-07 -1.00408e-06 6.39625e-08 1.9406e-08 -2.54267e-08 1.25869e-07 1.79195e-06 2.56713e-08 1.20422e-08 3.70243e-08 -9.09107e-07 9.81055e-08 1.44029e-07 9.4795e-08 5.25392e-09
internal_weight=0 3069 52 3034 172 2862 152 2842 2812 2790 2770 2750 2727 169 140 86 62 54 2558 1800 758 43 715 1780 1733 47 679 651 630 1713
internal_count=3121 3069 52 3034 172 2862 152 2842 2812 2790 2770 2750 2727 169 140 86 62 54 2558 1800 758 43 715 1780 1733 47 679 651 630 1713
is_linear=0
shrinkage=0.1


Tree=8103
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 10 16 16 12 9 12 147 147 147 147 4 97 374 4 0 14 45 3 1 1456 1 1 13 3 3 1447
split_gain=1.11542e-09 5.5757e-09 3.65627e-09 1.85917e-09 1.00872e-09 1.22356e-08 1.83113e-08 2.20925e-09 1.32692e-09 4.66027e-09 1.04127e-09 2.12631e-09 1.53632e-09 1.41251e-09 1.00476e-09 1.07702e-09 2.88992e-09 1.58845e-09 4.44781e-09 2.0336e-09 4.58881e-09 1.95761e-09 2.18844e-09 3.78766e-09 8.2255e-09 3.66811e-09 1.41035e-08 1.12394e-08 3.32723e-09 3.3181e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.011559999999999999 -0.056919999999999991 -0.084119999999999986 -0.090609999999999982 0.085555000000000006 0.085565000000000016 0.11204500000000002 0.099730000000000027 0.093875000000000014 0.090425000000000019 0.62736500000000006 -0.079444999999999988 0.08987500000000001 0.50996500000000011 -0.067624999999999977 -0.31455999999999995 0.094030000000000016 0.31299000000000005 0.096255000000000021 -0.079429999999999987 0.097525000000000014 0.092390000000000014 -0.081029999999999977 -0.074939999999999993 -0.078584999999999988 0.059120000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -3 10 -10 11 12 13 14 15 -6 17 19 -19 -17 21 22 25 -24 -25 29 -27 28 -28 -21
right_child=1 4 -4 -5 8 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 16 -18 18 -20 20 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=3.4648942708931878e-08 1.6400727006493116e-06 -7.5249361520161927e-07 -1.3552531504501532e-06 -9.6081673962630932e-07 -5.5099945567706396e-07 1.2592965171778463e-06 -3.5843645500932557e-06 4.3560991889702408e-07 1.2901422237972832e-06 -6.6777747889545943e-07 -7.1141017144782391e-07 1.0400711286706609e-06 -7.4537879047258893e-07 8.4999389969198093e-07 6.0222896906785611e-07 8.126159774556367e-07 1.0564174999672104e-06 2.405118887541643e-07 -1.712026662517019e-06 -6.6729859093386558e-09 -1.2316082649022067e-06 -7.641691423643238e-07 -1.0506146726253395e-06 1.9196173399967817e-06 1.7221579436436078e-07 -2.568541673621507e-06 -1.7192313165561716e-07 1.5740107070516183e-06 -1.7595726645099191e-06 9.6286687573233911e-07
leaf_weight=176 21 29 25 21 35 36 20 34 31 20 20 20 27 20 28 31 26 28 20 1812 30 32 22 29 379 27 33 31 22 36
leaf_count=176 21 29 25 21 35 36 20 34 31 20 20 20 27 20 28 31 26 28 20 1812 30 32 22 29 379 27 33 31 22 36
internal_value=0 1.65395e-08 -2.16037e-07 -7.14667e-08 4.69306e-09 -2.80371e-07 -9.48179e-07 -1.11295e-07 1.69883e-08 5.22331e-07 7.47118e-09 1.282e-08 5.11947e-09 1.27921e-08 6.4037e-09 -3.02058e-11 7.50847e-09 -3.26232e-09 -5.73046e-07 7.74799e-09 -2.4236e-09 1.27954e-08 2.31939e-08 2.275e-07 2.96418e-07 -2.16056e-08 -5.74693e-07 5.12822e-08 -8.06983e-07 1.22142e-08
internal_weight=0 2899 222 197 2878 119 83 63 2759 51 2708 2688 2668 2641 2621 2593 2558 2532 48 2484 2453 2423 2391 430 408 1961 113 86 55 1848
internal_count=3121 2899 222 197 2878 119 83 63 2759 51 2708 2688 2668 2641 2621 2593 2558 2532 48 2484 2453 2423 2391 430 408 1961 113 86 55 1848
is_linear=0
shrinkage=0.1


Tree=8104
num_leaves=31
num_cat=0
split_feature=1213 44 10 0 0 16 13 43 43 1210 1 4 0 0 1211 132 1211 1186 403 12 1445 1 4 160 160 51 48 151 150 2
split_gain=1.0512e-09 1.0248e-09 1.04987e-09 1.25425e-08 1.08002e-08 2.5384e-09 1.48323e-09 1.29118e-09 6.05431e-09 3.8412e-09 3.02362e-09 1.27167e-08 2.66001e-09 6.0576e-09 2.50429e-09 2.12382e-09 2.70128e-08 2.47135e-08 2.16736e-09 1.69631e-09 1.60293e-09 1.47799e-09 2.01619e-09 1.45269e-09 9.30188e-09 4.60823e-09 7.92946e-09 4.60464e-09 7.55932e-09 5.27126e-09
threshold=0.51370000000000016 0.094585000000000016 -0.011559999999999999 -0.10224499999999999 -0.084804999999999978 -0.0098449999999999979 -0.084154999999999994 0.060960000000000007 0.055925000000000009 0.258635 0.089625000000000024 -0.069389999999999993 -0.10151999999999999 -0.097024999999999986 0.11301500000000002 -0.083284999999999984 0.099430000000000004 1.0000000180025095e-35 -0.077589999999999978 0.086655000000000024 0.077530000000000016 0.10312500000000001 0.51164000000000009 0.081905000000000019 0.062030000000000009 0.093135000000000009 0.094195000000000015 0.057610000000000008 0.087865000000000013 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 9 14 12 -12 19 -14 15 17 20 18 -4 -9 23 -13 -23 24 -17 27 -27 28 29 -25
right_child=-2 -3 7 4 5 -7 -8 10 -10 -11 11 21 13 -15 -16 16 -18 -19 -20 -21 -22 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-2.4556408644374724e-06 7.2264772782659753e-07 5.047076789365653e-07 3.250304662762927e-08 1.9302869481827237e-06 -7.0192506730190222e-07 -1.4125211686177864e-06 4.1862870063966883e-07 1.755210811487424e-07 1.5146234783582328e-06 -1.3711259288129442e-06 -2.76692006970982e-06 6.9022932393636436e-07 -1.7581167304299362e-06 3.4586939372430786e-08 9.606718534322617e-07 3.8946237085972709e-08 -3.6700903689279589e-06 3.5298955811499801e-06 -1.0431767338904872e-06 1.3813305662324639e-06 -7.9269818279807203e-07 -7.1693473444156555e-07 4.9308058686663231e-07 -2.1321826275803633e-07 2.1546245079662187e-06 -2.5170689576996322e-06 2.3099673095809219e-07 -1.3838287269090474e-06 1.9612434343230234e-06 1.2641117287423052e-06
leaf_weight=22 20 39 67 26 21 20 27 28 27 20 22 20 21 184 28 1995 20 21 26 20 24 40 21 229 21 21 21 23 20 27
leaf_count=22 20 39 67 26 21 20 27 28 27 20 22 20 21 184 28 1995 20 21 26 20 24 40 21 229 21 21 21 23 20 27
internal_value=0 -4.66974e-09 -1.11576e-08 -3.06246e-07 1.96804e-07 -4.65998e-07 -7.16136e-08 4.61663e-10 2.5006e-08 9.31363e-09 -1.78106e-07 -6.34858e-07 7.84485e-09 -1.49056e-07 2.01704e-08 9.69962e-09 -1.03242e-08 4.31429e-07 -2.68225e-07 6.77942e-07 2.04172e-08 -5.57791e-08 -3.00372e-07 2.86967e-08 6.09846e-08 -1.6219e-07 -1.14304e-06 -2.44119e-08 8.88728e-08 -5.74061e-08
internal_weight=0 3101 3062 116 94 68 48 2946 2590 2563 356 103 253 205 2543 2515 2401 114 93 48 2381 81 61 2357 2016 341 42 299 276 256
internal_count=3121 3101 3062 116 94 68 48 2946 2590 2563 356 103 253 205 2543 2515 2401 114 93 48 2381 81 61 2357 2016 341 42 299 276 256
is_linear=0
shrinkage=0.1


Tree=8105
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1208 1209 403 1209 401 1212 1209 1212 1211 1210 1213 394 1176 47 47 0 0 47 42 0 484 1456 52 13 13 16
split_gain=1.05716e-09 4.53061e-09 3.08289e-09 9.4787e-10 1.7765e-09 1.39721e-09 1.1918e-09 4.07582e-09 2.01648e-09 1.30895e-09 1.29488e-09 1.38446e-09 3.42929e-09 1.62811e-09 1.07663e-09 2.40639e-09 2.0538e-09 1.08671e-09 1.43714e-09 1.05277e-08 2.38078e-08 6.80662e-09 5.90265e-09 5.67216e-09 2.43243e-09 2.65772e-09 1.41844e-09 2.19918e-09 1.677e-09 1.91081e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11846000000000001 0.10480500000000002 0.10819500000000001 -0.55276999999999987 -0.094304999999999986 0.13522500000000001 0.13795000000000002 0.093955000000000011 0.11796000000000001 0.10326000000000002 -0.094799999999999982 0.12955000000000003 -0.12099999999999998 0.085730000000000015 0.14397500000000002 0.094160000000000008 -0.10151999999999999 -0.12333499999999999 0.089640000000000011 0.075730000000000006 -0.093584999999999988 -0.078424999999999981 -0.052299999999999992 -0.0027449999999999996 -0.07743499999999999 -0.079299999999999995 0.40737000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 -8 9 10 11 12 13 -9 15 -15 17 18 21 20 -20 -17 -23 -21 -25 -26 28 -28 -27 -30
right_child=1 3 -4 -5 -6 -7 7 8 -10 -11 -12 -13 -14 14 -16 16 -18 -19 19 23 -22 22 -24 24 25 26 27 -29 29 -31
leaf_value=-6.8731664113635222e-08 1.4796073433639582e-06 -6.1437559056245059e-07 -1.1912043283197299e-06 6.3125836069488628e-07 -7.7851780998544052e-07 8.4103018878067819e-07 1.3648309112051557e-06 8.2123038206797594e-07 -9.1433613202222357e-07 7.9276634594515647e-07 -6.5312323461815442e-07 -6.568679309786545e-07 9.4609270371247248e-07 8.1233577589046044e-07 -6.2294406088117944e-07 1.6478010788574798e-09 -9.1293781224521818e-07 -7.3619279191916579e-07 1.242615945267806e-07 -1.6474775283432276e-06 4.0822554987179112e-06 -2.5284403022851622e-06 -1.2800026449137174e-07 -7.5513941919513885e-07 1.2785116442159962e-06 -9.5603692784607119e-07 1.2459440881684715e-06 -1.4884246669365754e-07 7.9025213012972105e-07 -5.1591756620913052e-07
leaf_weight=194 21 31 28 24 29 20 22 24 24 21 30 31 39 36 28 2168 25 20 55 23 21 20 21 32 20 23 20 26 21 24
leaf_count=194 21 31 28 24 29 20 22 24 24 21 30 31 39 36 28 2168 25 20 55 23 21 20 21 32 20 23 20 26 21 24
internal_value=0 1.61158e-08 -2.10305e-07 5.43708e-09 1.7439e-10 8.16804e-09 2.22963e-09 9.12032e-09 -1.71748e-09 6.31142e-09 2.10365e-10 7.532e-09 1.5316e-08 1.39181e-09 -6.22574e-09 5.32818e-10 -1.1069e-08 -2.02859e-09 3.90645e-09 2.23958e-07 1.21792e-06 -2.24918e-08 -1.29895e-06 -1.75729e-07 2.81878e-08 2.15251e-07 2.8714e-08 4.57586e-07 -2.61406e-07 9.36283e-08
internal_weight=0 2899 222 2878 2854 2825 2805 2774 2752 2728 2707 2677 2646 2607 2583 2555 2519 2494 2474 265 76 2209 41 189 166 134 114 46 68 45
internal_count=3121 2899 222 2878 2854 2825 2805 2774 2752 2728 2707 2677 2646 2607 2583 2555 2519 2494 2474 265 76 2209 41 189 166 134 114 46 68 45
is_linear=0
shrinkage=0.1


Tree=8106
num_leaves=31
num_cat=0
split_feature=1213 132 394 15 1211 1211 1212 1186 1429 16 12 472 1429 131 132 402 133 12 12 12 52 4 43 13 2 12 12 42 52 4
split_gain=8.57806e-10 8.19055e-10 4.21179e-09 2.88168e-09 8.88969e-10 3.1447e-09 2.91301e-09 8.71924e-10 8.20485e-10 1.91813e-09 1.1393e-08 5.99858e-09 1.90686e-09 1.25887e-09 1.83529e-09 1.2613e-09 2.5358e-09 1.00792e-09 7.2711e-09 3.74225e-09 4.35665e-09 6.54279e-09 5.20911e-09 3.85307e-09 3.39824e-09 4.30279e-09 2.97402e-09 8.0117e-09 5.55151e-09 5.02222e-09
threshold=0.51370000000000016 -0.083174999999999985 0.11233000000000001 0.091475000000000015 0.11671000000000002 0.10809000000000001 0.13613500000000003 1.0000000180025095e-35 -0.23587499999999997 0.63636000000000015 0.090695000000000012 -0.15279499999999999 0.11635000000000001 0.13695500000000002 0.13831000000000002 -0.45015499999999992 0.50628500000000021 0.099815000000000015 0.10193000000000001 0.10408500000000002 0.10263500000000002 -0.049534999999999989 0.016310000000000002 0.016935000000000002 0.113445 0.12477500000000001 0.096525000000000014 0.09796500000000001 0.016565000000000003 -0.011884999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 5 8 -6 -1 -3 11 -11 -10 13 14 15 -13 17 26 -19 23 22 -22 24 -20 -21 -26 -17 28 29 -28
right_child=-2 2 -4 -5 6 -7 -8 -9 9 10 -12 12 -14 -15 -16 16 -18 18 19 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=2.7820265395867113e-08 6.528173204856103e-07 5.9214093490165562e-07 1.4561938785107032e-06 -1.1007312226970118e-06 -1.188827298500191e-06 1.1714403369652524e-06 4.4526559435098538e-07 -6.5496202361308474e-07 1.6869079163803864e-06 7.5824672238083551e-07 -2.3733963784945357e-06 -5.7995833851630271e-07 -7.5392359285749139e-07 6.332628408294509e-07 -9.3884181231780027e-07 -4.0992067164548596e-09 9.2209499996442906e-07 -1.5520862107490866e-06 -9.0471357203742156e-08 2.1819402136216111e-07 -2.2202927912372695e-06 5.7499427670805866e-09 1.4544653822667898e-06 1.825147271682952e-06 -1.8509805241509722e-06 4.9212376040941309e-08 3.5507095071312982e-07 2.104251954733627e-06 1.1772768055187465e-06 -1.7838793399148147e-06
leaf_weight=171 20 23 20 30 24 23 20 21 21 26 21 37 34 31 21 2160 30 34 21 91 23 31 24 21 22 26 23 25 26 21
leaf_count=171 20 23 20 30 24 23 20 21 21 26 21 37 34 31 21 2160 30 34 21 91 23 31 24 21 22 26 23 25 26 21
internal_value=0 -4.1982e-09 1.0073e-08 -1.89274e-07 -4.32424e-11 6.92821e-09 -4.46058e-07 -4.6859e-08 -2.66483e-09 -7.60544e-09 -6.40998e-07 3.33117e-09 -9.75846e-09 -2.71545e-10 -7.72206e-09 -2.4462e-10 8.07555e-09 -2.68606e-09 -1.77169e-07 3.32233e-09 -1.63907e-07 -9.42379e-07 9.39925e-08 8.67338e-07 -1.40909e-07 -8.21709e-07 1.99851e-08 5.67586e-07 1.87766e-08 -6.65792e-07
internal_weight=0 3101 2879 222 2859 2815 44 192 2792 2769 47 2722 2701 2667 2636 2615 2578 2548 293 259 217 54 163 42 139 48 2255 95 70 44
internal_count=3121 3101 2879 222 2859 2815 44 192 2792 2769 47 2722 2701 2667 2636 2615 2578 2548 293 259 217 54 163 42 139 48 2255 95 70 44
is_linear=0
shrinkage=0.1


Tree=8107
num_leaves=31
num_cat=0
split_feature=1429 471 474 46 1428 475 49 133 160 133 133 3 16 43 4 0 48 49 49 42 49 2 0 133 1420 1429 16 160 16 1
split_gain=9.37686e-10 1.75334e-09 1.40159e-09 9.14465e-10 1.43015e-09 1.42062e-09 1.04818e-09 3.80052e-09 8.10437e-09 1.37321e-08 4.75001e-09 3.63609e-09 2.40429e-09 3.93044e-09 2.13085e-09 3.50125e-09 2.33726e-09 1.48664e-09 4.0659e-09 3.2029e-09 3.95704e-09 3.0159e-09 8.68462e-09 4.42607e-09 2.51731e-09 3.4161e-09 1.66952e-09 5.8945e-09 5.71593e-09 3.26342e-09
threshold=0.12521000000000002 -0.085064999999999988 -0.42010499999999995 0.084955000000000017 -0.020064999999999996 0.12518500000000002 0.097940000000000013 0.089595000000000022 -0.085764999999999994 0.093255000000000018 0.085760000000000017 -0.076234999999999983 -0.018494999999999998 -0.073959999999999984 0.033845000000000007 -0.11242999999999999 0.10990500000000002 0.08610000000000001 0.084945000000000007 -0.088934999999999986 0.088030000000000011 0.089525000000000007 -0.09515499999999999 0.087170000000000011 -0.08341999999999998 -0.047929999999999993 0.24134000000000003 -0.063384999999999983 0.19444000000000003 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 17 10 -9 -10 12 -11 14 -14 -8 16 -16 18 24 -19 -21 -22 -23 -24 -6 -26 28 -28 -27 -29
right_child=-2 2 3 -5 5 -7 7 8 9 11 -12 -13 13 -15 15 -17 -18 19 -20 20 21 22 23 -25 25 26 27 29 -30 -31
leaf_value=-8.221387628391487e-07 6.8253265794737672e-07 7.9783761231572674e-07 -6.7493533837392763e-07 4.3928484134510106e-07 9.8291405794708004e-07 8.1675396689293159e-07 1.115752306191098e-06 1.033173855091718e-06 -3.0970781210726273e-06 3.5675897712784768e-07 1.1496591925411589e-06 -1.0359343230254881e-06 -1.6828052759427178e-06 -6.8678136733169026e-08 1.2963900770301962e-06 -9.4716116884093798e-07 -1.8172844865266994e-07 -5.5421838014682278e-07 -1.3316331206332824e-06 1.544240335690496e-06 -5.5331779616180397e-07 2.2645895927940852e-06 -9.7474638351968687e-07 7.5975738262686283e-07 -9.3465066436456605e-07 3.8384980866614365e-09 1.9215309612263811e-06 7.9457267929683442e-07 -1.4094677447732906e-06 -2.0229339541551908e-07
leaf_weight=26 20 22 32 46 26 21 20 24 24 37 35 38 22 48 20 27 23 36 23 29 34 22 28 31 39 2163 20 47 29 109
leaf_count=26 20 22 32 46 26 21 20 24 24 37 35 38 22 48 20 27 23 36 23 29 34 22 28 31 39 2163 20 47 29 109
internal_value=0 -4.39291e-09 2.52137e-09 -3.2097e-09 -9.97883e-09 -2.82635e-09 -8.65275e-09 -1.80156e-07 -6.1544e-07 -1.0151e-06 9.44079e-08 -3.48872e-07 -1.36428e-07 -5.75975e-07 2.05442e-07 -5.46472e-08 5.05769e-07 1.20369e-08 -8.29377e-09 2.89438e-07 5.00352e-07 2.37111e-07 5.68896e-07 -6.33969e-08 4.21622e-09 -6.35551e-09 8.93313e-09 3.05259e-07 -1.48594e-08 9.80445e-08
internal_weight=0 3101 3075 3053 3007 2975 2954 318 123 99 195 75 160 70 90 70 43 2636 2456 180 144 115 81 59 2433 2407 2368 176 2192 156
internal_count=3121 3101 3075 3053 3007 2975 2954 318 123 99 195 75 160 70 90 70 43 2636 2456 180 144 115 81 59 2433 2407 2368 176 2192 156
is_linear=0
shrinkage=0.1


Tree=8108
num_leaves=31
num_cat=0
split_feature=142 11 9 8 9 147 447 447 34 10 447 447 40 120 376 160 43 484 52 1375 151 1 1 159 9 15 376 43 52 160
split_gain=8.12779e-10 1.51361e-09 1.43397e-09 4.38206e-09 3.65604e-09 1.06e-09 1.23709e-09 2.67186e-09 1.35454e-09 2.50309e-09 1.12515e-09 1.15963e-09 1.08446e-09 1.31546e-09 1.23114e-09 1.11937e-09 5.09396e-09 1.30767e-08 4.41464e-09 3.82626e-09 3.90333e-09 3.25974e-09 9.72073e-09 4.7514e-09 1.50912e-09 1.71592e-08 1.81734e-09 2.97322e-09 3.00209e-09 1.87094e-09
threshold=-0.057499999999999989 -1.0000000180025095e-35 0.091600000000000015 0.089885000000000007 0.085555000000000006 0.099730000000000027 0.09227500000000001 0.089635000000000006 -0.097449999999999981 1.0000000180025095e-35 0.086195000000000008 0.083875000000000019 -0.24134999999999998 0.090440000000000006 -0.098069999999999977 0.089640000000000011 -0.095049999999999982 0.068975000000000009 -0.11592499999999999 0.083830000000000002 -1.0000000180025095e-35 0.11061500000000002 0.091615000000000016 0.0089800000000000019 -1.0000000180025095e-35 -0.10203999999999998 0.083890000000000006 -0.052894999999999991 -0.069804999999999992 0.08325500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 8 -3 10 11 12 -10 14 -14 24 18 19 -17 20 -18 22 23 -22 25 -16 29 28 -28 -26
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11 -12 -13 13 -15 15 16 17 -19 -20 -21 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=5.7970719862983824e-07 -7.3639359519412598e-07 8.1395332017564227e-07 -1.6290897460315874e-06 2.6768447216683997e-07 1.295404520491998e-06 5.6518613980711749e-07 -6.3311651003107646e-07 1.1258504753998619e-06 -7.0244596951273375e-07 -1.0744472350862368e-06 -6.5855722718529596e-07 7.6105528549419429e-07 -7.16681234003147e-07 7.9088585737606216e-07 2.8707790530546618e-06 -2.2693254209116276e-06 8.2713365678070031e-07 2.4443808169394287e-06 -2.7604330216490783e-07 -1.3935310889792162e-06 -1.4186895908240235e-06 -1.432816865913496e-06 1.7406209458979152e-06 1.0390410902042884e-08 1.2046324655434549e-08 -8.2062324099417639e-07 1.926435018049233e-06 -3.8722338693084818e-07 1.9378209572096237e-07 -5.6788849856833654e-07
leaf_weight=24 28 20 21 29 22 33 31 21 22 22 26 20 24 21 20 20 38 20 25 25 38 22 23 60 2313 34 20 22 20 57
leaf_count=24 28 20 21 29 22 33 31 21 22 22 26 20 24 21 20 20 38 20 25 25 38 22 23 60 2313 34 20 22 20 57
internal_value=0 -4.48653e-09 2.19101e-09 -5.28961e-07 1.09878e-08 1.55935e-09 -4.71585e-09 1.92596e-09 -6.17927e-09 -1.1851e-08 -3.70567e-09 2.28102e-09 -3.09273e-09 2.39826e-09 -3.5558e-09 2.65204e-09 -1.90338e-07 3.12367e-09 -1.16195e-06 -2.33892e-07 -7.37204e-08 -3.13108e-07 -1.09525e-07 -5.43743e-07 2.369e-08 5.46563e-07 1.20802e-08 5.46539e-07 1.06011e-06 -1.90147e-09
internal_weight=0 3097 3069 50 3019 2997 2964 2933 2912 2892 2870 2844 2824 2802 2781 2757 271 226 45 206 181 143 121 98 2486 54 2432 62 40 2370
internal_count=3121 3097 3069 50 3019 2997 2964 2933 2912 2892 2870 2844 2824 2802 2781 2757 271 226 45 206 181 143 121 98 2486 54 2432 62 40 2370
is_linear=0
shrinkage=0.1


Tree=8109
num_leaves=31
num_cat=0
split_feature=120 52 11 130 33 9 1 2 2 4 44 1429 156 11 11 12 132 50 1185 1203 12 12 12 160 11 43 1 160 51 132
split_gain=8.26741e-10 1.85075e-09 1.77115e-09 1.74604e-09 1.50811e-09 1.12148e-09 1.44728e-09 1.02323e-09 1.10556e-09 1.22067e-08 1.04022e-09 1.24662e-09 3.2072e-09 1.11611e-09 2.90443e-09 2.8244e-09 1.11597e-09 2.48822e-08 1.44631e-08 3.76691e-09 1.14267e-09 5.86556e-09 5.59429e-09 5.42976e-09 3.66716e-09 2.72676e-09 5.43792e-09 2.7947e-09 4.00468e-09 4.24093e-09
threshold=1.0000000180025095e-35 -0.014264999999999998 -0.011194999999999998 -0.22461999999999996 -0.009184999999999997 0.088235000000000022 0.11507500000000002 -0.045829999999999989 -0.0050599999999999994 0.053180000000000012 0.084760000000000016 -0.23752499999999996 0.32523500000000005 0.092630000000000018 0.086595000000000019 0.10742000000000002 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 0.085355000000000014 0.085635000000000003 0.085195000000000007 -1.0000000180025095e-35 0.082245000000000013 0.084740000000000024 0.090475000000000014 0.08325500000000001 -0.23823499999999997 0.095345000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 7 -7 -6 9 -9 11 -10 13 14 16 -15 17 19 -18 -13 22 23 25 -22 -23 27 -27 28 -20 -30
right_child=1 -3 3 4 5 6 -8 8 10 -11 -12 12 -14 15 -16 -17 18 -19 20 -21 21 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=8.6205939548259867e-07 1.9806428390722887e-07 -1.0572509025856246e-06 8.6762788211929198e-07 -7.5099467225030558e-07 -5.3886220751703861e-07 1.050647212685402e-06 4.0492822730922511e-08 1.7634321048101429e-06 -8.0489296109931281e-07 -1.2064743041264592e-06 5.0181599511653565e-07 -4.9741491910667563e-09 1.2492170591826836e-06 -9.8145916016054231e-07 8.7983315124360054e-07 4.705405823794233e-07 -2.5956218089297844e-06 3.5508111286475242e-06 -1.3239617384641633e-06 -1.4576882594496967e-06 3.5317913351545508e-08 1.9151563232036015e-08 -1.3653047153806097e-06 2.2833562796491109e-06 -1.3443764571263729e-06 1.1026753829104688e-07 -2.0026993951205442e-06 -3.8139067808963454e-07 6.3929237791974299e-08 1.4173691899562376e-06
leaf_weight=24 24 23 23 27 36 23 37 31 20 25 39 166 20 37 36 21 22 20 20 20 21 1431 34 22 20 29 21 170 655 24
leaf_count=24 24 23 23 27 36 23 37 31 20 25 39 166 20 37 36 21 22 20 20 20 21 1431 34 22 20 29 21 170 655 24
internal_value=0 -4.16239e-07 6.36233e-09 -3.71023e-10 -6.96632e-09 -2.70069e-10 4.27719e-07 -9.00453e-09 -2.43605e-09 4.37581e-07 -1.10881e-08 -1.82092e-08 -1.25679e-08 -2.16815e-08 -1.23952e-08 -4.55735e-07 -2.44028e-08 1.99208e-07 -4.30596e-08 -1.6118e-07 -2.01106e-08 3.44671e-08 -1.05671e-07 1.18548e-06 3.57242e-10 -5.90686e-08 -7.77179e-07 -1.77504e-08 7.06885e-08 1.11768e-07
internal_weight=0 47 3074 3050 3027 3000 60 2940 2904 56 2848 2809 2789 2769 2711 58 2675 206 2469 186 2447 1494 953 43 1451 919 50 869 699 679
internal_count=3121 47 3074 3050 3027 3000 60 2940 2904 56 2848 2809 2789 2769 2711 58 2675 206 2469 186 2447 1494 953 43 1451 919 50 869 699 679
is_linear=0
shrinkage=0.1


Tree=8110
num_leaves=31
num_cat=0
split_feature=132 1185 15 472 1429 1429 1429 49 157 12 16 15 15 12 3 12 1212 41 33 3 0 4 1420 1454 16 47 47 47 1455 12
split_gain=8.84637e-10 4.77121e-09 2.31945e-09 8.3978e-10 3.34456e-09 1.47523e-09 1.42579e-09 2.95501e-09 4.27989e-09 9.30554e-10 3.75876e-09 3.41087e-09 1.09828e-08 7.56578e-09 1.2931e-08 1.22485e-08 4.91643e-09 3.17503e-09 3.92584e-09 2.34863e-09 8.54522e-09 4.15693e-09 2.69454e-09 2.60939e-09 2.7768e-09 2.12037e-09 1.48573e-08 4.03504e-09 3.42509e-09 4.25413e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.060529999999999994 0.086815000000000017 -0.00078499999999999989 0.086305000000000007 0.55700000000000005 0.085730000000000015 0.086355000000000015 0.083715000000000026 -0.085784999999999986 0.081420000000000006 -0.082209999999999991 0.088520000000000015 -0.0066799999999999993 -0.047929999999999993 -0.04917499999999999 -0.50052499999999989 -0.083279999999999979 0.11390500000000002 0.51791000000000009 0.092165000000000011 0.10154500000000001 0.085270000000000026 0.081065000000000012 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 7 8 -7 10 11 16 -13 15 -15 -14 -8 18 -18 21 -21 -11 -23 24 -24 27 -27 28 29 -20
right_child=1 3 -4 4 5 6 9 -9 -10 19 -12 12 13 14 -16 -17 17 -19 25 20 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-6.4626629977156588e-08 1.5165754229244721e-06 -5.8529018739742851e-07 -1.0101187365307852e-06 1.2660723154481059e-06 -7.9821656981948765e-07 1.9673105016625501e-06 1.3769306817196664e-06 -5.1241547506464257e-07 -7.6701799684997245e-08 1.1063183044849499e-06 -1.4278709804216307e-06 -2.6068154890405521e-06 -7.8185472508961001e-08 2.0263664511634432e-06 -7.7309268611067883e-07 -2.9611551315511522e-06 1.1804121994275971e-06 -1.1063944015177186e-06 9.944563204253424e-08 2.9240854913927581e-07 -2.2499713492152296e-06 -1.05169936236135e-06 2.5413152198571614e-08 1.1977192730228126e-06 9.9837391616119935e-07 -2.8334394583241972e-06 4.2851085948409346e-08 1.443560247480491e-06 8.7536150098204355e-07 -4.2425998261040943e-07
leaf_weight=192 21 24 30 21 23 21 26 20 20 38 20 21 56 33 33 20 28 26 578 39 20 22 1319 20 30 21 124 20 43 212
leaf_count=192 21 24 30 21 23 21 26 20 20 38 20 21 56 33 33 20 28 26 578 39 20 22 1319 20 30 21 124 20 43 212
internal_value=0 1.47274e-08 -1.92396e-07 3.76877e-09 8.72231e-09 -5.97967e-10 5.93058e-09 4.84118e-07 9.70231e-07 -4.68033e-09 -6.78818e-08 -4.59642e-08 -4.7231e-07 -1.56644e-07 6.26637e-07 -8.36862e-07 1.85019e-08 -1.50715e-08 1.25839e-08 4.88795e-08 -5.69415e-07 7.44075e-08 4.62172e-08 6.38609e-08 4.70505e-08 -2.01808e-08 -3.73715e-07 3.99158e-08 6.21489e-09 -4.10931e-08
internal_weight=0 2899 222 2878 2854 2833 2810 61 41 2749 1261 1241 163 142 66 76 1078 1052 1026 1488 59 1429 1391 1369 1349 998 145 853 833 790
internal_count=3121 2899 222 2878 2854 2833 2810 61 41 2749 1261 1241 163 142 66 76 1078 1052 1026 1488 59 1429 1391 1369 1349 998 145 853 833 790
is_linear=0
shrinkage=0.1


Tree=8111
num_leaves=31
num_cat=0
split_feature=401 1212 402 16 43 130 42 401 1209 42 1209 12 4 16 13 2 1208 403 48 129 1184 1211 13 403 0 15 1212 43 402 16
split_gain=7.66778e-10 1.56323e-09 1.19978e-09 2.54706e-09 9.44186e-10 2.11802e-09 1.72737e-09 1.12934e-09 1.36471e-09 7.05197e-09 1.81183e-09 1.27559e-09 2.98885e-09 3.16594e-09 2.94086e-09 2.84506e-09 1.77293e-09 1.44789e-09 4.01596e-09 2.56704e-09 4.04181e-09 1.52788e-09 1.47913e-09 3.78405e-09 3.4494e-09 2.9584e-09 1.46983e-09 1.5437e-08 2.11246e-09 3.64872e-09
threshold=0.13729500000000003 0.15049500000000002 0.13597000000000001 -0.078464999999999993 -0.53814999999999991 -0.22699999999999995 0.15432000000000004 0.11602000000000001 -0.084519999999999984 0.087505000000000013 -0.069599999999999981 0.11351500000000002 0.15285000000000001 -0.046599999999999996 0.021350000000000004 0.10327000000000001 0.11846000000000001 0.088465000000000002 0.085875000000000021 -0.077709999999999987 0.089075000000000015 0.12463 -0.0065549999999999992 0.10584500000000001 -0.082394999999999982 -0.040804999999999994 -0.070754999999999985 0.0034250000000000005 -0.46267499999999995 -0.07550999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 7 8 9 -7 -10 16 13 14 -13 -15 17 19 22 -12 21 26 23 25 -24 -19 27 -21 29 -28
right_child=-2 -3 3 -5 5 6 -8 -9 10 -11 11 12 -14 15 -16 -17 -18 18 -20 20 -22 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=5.6198428700523005e-07 5.3060510557164278e-07 -8.4456922929183007e-07 1.3463694745041722e-06 -2.3046880663795968e-07 -9.4701852120238079e-07 7.8889969387319073e-07 8.9992268675316516e-07 -6.4231227371789962e-07 9.2950892632784202e-07 -1.8055990091687076e-06 -9.4860807888020147e-07 -1.9601565282834559e-06 5.6513780775091507e-07 -7.1238966403838916e-07 -4.0782476844469785e-07 6.0133253683147818e-07 9.5082075631580668e-07 2.1575658295313633e-07 1.6193835838862471e-06 1.1158140234594308e-06 1.3791625622702886e-06 8.3532477977617733e-07 -1.3503186778507371e-06 -1.8687503299234023e-07 3.5677021318845399e-07 1.8943055335642257e-06 -1.9443142887014445e-07 -2.6459066128836639e-06 -2.3588996068873502e-08 1.6287202399888928e-06
leaf_weight=29 27 22 20 21 24 20 21 28 21 22 29 23 32 34 26 32 20 21 20 24 21 21 20 59 29 21 23 20 2370 21
leaf_count=29 27 22 20 21 24 20 21 28 21 22 29 23 32 34 26 32 20 21 20 24 21 21 20 59 29 21 23 20 2370 21
internal_value=0 -4.62378e-09 1.39146e-09 5.38721e-07 -5.87694e-09 -1.13626e-08 -3.82206e-09 -1.02403e-08 -4.19793e-09 -5.70123e-07 4.03514e-09 -2.74607e-09 -2.89668e-07 -5.27527e-07 -1.13647e-06 -7.54334e-08 1.27661e-08 5.81497e-09 2.88314e-07 -1.31747e-08 -2.32363e-09 -1.40264e-08 1.10838e-07 3.29561e-07 -3.40001e-07 1.05503e-06 -2.12829e-08 -5.94059e-07 -1.08429e-08 6.75709e-07
internal_weight=0 3094 3072 41 3031 3002 2978 2957 2929 42 2887 2866 147 115 49 66 2719 2699 170 2529 2500 2479 150 101 49 42 2458 44 2414 44
internal_count=3121 3094 3072 41 3031 3002 2978 2957 2929 42 2887 2866 147 115 49 66 2719 2699 170 2529 2500 2479 150 101 49 42 2458 44 2414 44
is_linear=0
shrinkage=0.1


Tree=8112
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 401 1212 402 402 15 1210 1209 1209 1209 1210 43 1210 4 401 402 402 1447 2 159 159 1213 403 13 1186 402 394 130
split_gain=8.49394e-10 1.57102e-09 9.79064e-10 9.66692e-10 1.36945e-09 1.37677e-09 1.2128e-09 4.14073e-09 1.356e-09 1.34642e-09 1.33837e-09 1.65635e-09 1.14264e-09 8.39434e-09 1.96027e-09 8.84309e-10 8.58159e-10 9.09298e-10 1.37936e-09 1.97081e-09 1.18442e-08 1.29526e-08 2.05178e-08 3.00118e-09 8.60699e-09 6.40177e-09 2.27088e-09 2.0024e-09 2.33375e-09 4.43082e-09
threshold=0.12461500000000002 0.10737500000000001 -0.097919999999999993 0.13729500000000003 0.13631000000000001 0.13628000000000004 -0.45454999999999995 0.095175000000000023 0.087415000000000007 0.10691500000000002 0.093955000000000011 0.088060000000000013 -0.079504999999999978 -0.0047449999999999992 -0.064344999999999999 -0.080924999999999983 0.11602000000000001 0.11522000000000002 0.11174500000000002 -0.086219999999999977 0.083715000000000026 -0.025879999999999997 -0.092414999999999983 0.099360000000000018 -0.014954999999999998 -0.029529999999999997 -0.13028499999999998 0.10708500000000001 -0.10499499999999999 0.0032450000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 15 9 10 11 12 13 -8 -14 -4 17 18 19 20 -16 22 -22 26 25 -25 -21 28 29 -28
right_child=-2 -3 3 -5 -6 -7 8 -9 -10 -11 -12 -13 14 -15 16 -17 -18 -19 -20 23 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-6.5236365670621729e-07 -6.4960778701106402e-07 7.7823953837161334e-07 2.6533866218869664e-07 6.9548078613479452e-07 -5.9858443340712452e-07 7.034608188405401e-07 -1.3523561075376883e-06 1.4357211325659591e-06 -6.7945157619912306e-07 8.1399117334512995e-07 -8.0475122347577003e-07 7.1189745032285145e-07 8.7933186148347894e-07 1.0681297997349328e-06 2.4260556074295892e-06 -6.75038256190419e-07 -6.4701529091897621e-07 5.3319286859820548e-07 -8.0008567470651377e-07 1.0567223557700346e-06 6.711602239306558e-07 1.9494732539855749e-06 -3.0154186027595225e-06 -2.8364087927457153e-06 8.0849022424445146e-07 -4.1395330706942944e-07 -1.6102362967383389e-06 8.9571506848666138e-07 -7.5180580215019712e-09 2.1875445141901126e-07
leaf_weight=23 20 26 20 20 38 28 38 25 30 20 21 32 25 23 23 20 21 31 22 20 36 22 26 20 25 24 26 24 2365 27
leaf_count=23 20 26 20 20 38 28 38 25 30 20 21 32 25 23 23 20 21 31 22 20 36 22 26 20 25 24 26 24 2365 27
internal_value=0 4.17812e-09 -2.36679e-09 2.53162e-09 -2.03929e-09 5.53209e-09 -1.05658e-09 4.26139e-07 -1.06284e-08 -3.63961e-09 -9.37535e-09 -3.47327e-09 -1.16548e-08 -4.39714e-07 -2.11455e-09 -2.0485e-07 -1.024e-08 -5.27072e-09 -1.1546e-08 -4.9699e-09 4.15407e-07 -1.35127e-07 -8.74824e-07 -2.27417e-08 -6.732e-07 -1.51507e-06 -4.51193e-09 -1.32034e-08 -2.2225e-08 -6.78486e-07
internal_weight=0 3101 3075 3052 3032 2994 2966 65 2901 2871 2851 2830 2798 61 2737 40 2712 2691 2660 2638 107 84 62 2531 69 44 2462 2442 2418 53
internal_count=3121 3101 3075 3052 3032 2994 2966 65 2901 2871 2851 2830 2798 61 2737 40 2712 2691 2660 2638 107 84 62 2531 69 44 2462 2442 2418 53
is_linear=0
shrinkage=0.1


Tree=8113
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 120 130 11 33 52 47 47 47 1 1456 159 160 47 15 3 4 48 457 148 16 3 447 12 12 0 0
split_gain=7.81133e-10 2.39627e-08 1.36825e-08 5.15391e-09 8.04431e-10 1.73207e-09 1.53727e-09 1.59147e-09 1.45766e-09 1.18132e-09 9.14013e-09 6.34438e-09 9.29257e-09 1.54476e-09 2.76099e-09 1.46862e-09 1.23411e-09 1.77406e-09 1.13706e-09 2.02913e-09 1.04444e-09 2.22797e-09 1.86248e-09 2.02859e-09 5.51814e-09 2.34449e-09 1.18252e-09 6.68869e-09 4.2658e-09 5.84931e-09
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 1.0000000180025095e-35 -0.22461999999999996 -0.011194999999999998 -0.009184999999999997 -0.014264999999999998 0.094160000000000008 0.096850000000000006 0.089640000000000011 0.093575000000000019 -0.078314999999999982 0.085035000000000013 -0.081399999999999986 0.10843500000000002 -0.099734999999999976 0.11296500000000002 0.08184000000000001 0.12879500000000002 0.41022000000000008 -0.10069499999999999 -0.54165499999999989 0.088060000000000013 0.089635000000000006 0.085355000000000014 0.085195000000000007 -0.080604999999999996 -0.080119999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 -8 -6 11 -11 20 -13 -12 15 -15 17 -17 19 -18 21 22 -9 24 -24 26 27 -25 -28 -30
right_child=2 -3 4 -5 8 6 7 9 -10 10 13 12 -14 14 -16 16 18 -19 -20 -21 -22 -23 23 25 -26 -27 28 -29 29 -31
leaf_value=1.2464927099985841e-08 -2.4981364648820921e-06 3.3940566194836547e-06 8.7608367419741864e-07 -1.6806094544108417e-06 1.565021218720052e-07 8.0165615277868116e-07 -7.6613151720637157e-07 9.6114638552080585e-07 -9.946466884064813e-07 2.0654639968142873e-06 -7.7509858287653928e-07 -2.7932165637523099e-06 2.1864688430165793e-07 -6.1576286444666468e-07 1.1181120441960958e-06 9.3217224113167121e-07 1.201979428651166e-07 -1.5833580698872889e-07 3.8077163053826924e-07 -8.6854788971127813e-07 -6.2657531473702802e-07 8.9745932103012051e-07 8.5654335841121959e-08 -4.2895953975749348e-08 -1.8919642375944285e-06 8.8576926742689461e-07 2.2843804153326027e-07 -1.5395634420656279e-06 -1.4620294698195194e-06 -5.8093480085988624e-08
leaf_weight=178 22 21 23 20 22 24 27 20 22 24 22 20 21 34 24 35 51 26 37 35 26 28 43 812 21 30 696 31 31 695
leaf_count=178 22 21 23 20 22 24 27 20 22 24 22 20 21 34 24 35 51 26 37 35 26 28 43 812 21 30 696 31 31 695
internal_value=0 1.82108e-07 -1.37483e-08 -1.58553e-07 5.22968e-09 1.18126e-08 4.74609e-09 -2.11151e-09 -4.19072e-07 5.35719e-09 1.97036e-07 -1.69563e-08 -1.25055e-06 2.71794e-08 1.00114e-07 -1.19595e-08 9.96129e-08 4.67366e-07 -8.27685e-08 -2.82199e-07 3.83182e-09 1.06414e-08 2.03828e-10 -7.94321e-09 -5.63252e-07 7.54252e-09 -4.08962e-09 -9.79335e-08 5.15436e-08 -1.18041e-07
internal_weight=0 219 2902 198 2880 2836 2813 2789 44 2762 288 2474 41 264 242 218 184 61 123 86 2433 2407 2379 2359 64 2295 2265 843 1422 726
internal_count=3121 219 2902 198 2880 2836 2813 2789 44 2762 288 2474 41 264 242 218 184 61 123 86 2433 2407 2379 2359 64 2295 2265 843 1422 726
is_linear=0
shrinkage=0.1


Tree=8114
num_leaves=31
num_cat=0
split_feature=448 0 1446 479 1447 42 403 1447 474 1447 480 3 1447 1456 52 154 157 1420 1420 45 11 34 13 34 133 9 1 2 4 133
split_gain=7.99327e-10 1.88701e-09 7.92079e-10 2.95781e-09 1.00443e-09 7.03943e-09 8.11016e-09 4.48175e-09 4.04673e-09 8.68389e-09 1.03233e-08 6.16214e-09 3.4526e-09 1.73202e-09 4.0622e-09 1.74375e-09 2.41417e-09 2.10402e-09 2.36772e-09 1.42988e-09 4.90185e-09 1.76975e-09 3.90376e-09 1.55342e-09 4.32791e-09 3.6424e-09 6.5717e-09 4.68109e-09 9.87523e-09 2.12477e-09
threshold=0.068920000000000023 -0.26343999999999995 -0.09143999999999998 0.11253500000000001 -0.082229999999999984 0.091205000000000008 -0.085729999999999987 -0.072479999999999989 0.086280000000000009 -0.086279999999999982 0.084085000000000007 -0.086224999999999982 -0.051529999999999992 0.10880000000000002 -0.034054999999999995 0.084190000000000001 0.63604500000000008 -0.08341999999999998 -0.078304999999999986 0.094030000000000016 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.086990000000000012 0.091600000000000015 0.12408500000000001 -1.0000000180025095e-35 0.053180000000000012 0.0033250000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -6 9 10 -8 -11 -9 15 -15 16 17 -14 -19 20 -20 22 -22 24 -23 27 -27 28 -25 -29
right_child=-2 2 3 -5 7 -7 8 12 -10 11 -12 -13 13 14 -16 -17 -18 18 19 -21 21 23 -24 25 -26 26 -28 29 -30 -31
leaf_value=7.5621481190671955e-07 -6.3016410706495668e-07 -5.8866672346717368e-07 -1.7451410979882223e-06 1.0624152784325466e-06 -1.0881270651015466e-06 1.9407758999466839e-06 3.2619290897173416e-06 1.3004958577766957e-06 -1.03944120610322e-06 -1.1646949159122804e-06 3.4786304825634185e-07 6.9872032687120136e-07 7.6312764089639786e-07 2.775903370972984e-07 -1.6460913213580042e-06 8.7860732223403333e-07 -1.1098994718850008e-06 -1.0504167324721824e-06 1.4519715438402036e-06 -7.6134365781399537e-07 3.644562675410932e-07 1.6342933404715832e-06 -1.4454833269348036e-06 -2.8298229870835294e-07 -2.9586048231504512e-07 -2.2581393091058997e-06 1.5296468758991141e-07 -8.6992878314801434e-08 2.6726522730768922e-06 1.091728617463769e-07
leaf_weight=33 20 23 23 26 39 21 20 20 20 35 31 36 35 23 21 22 20 22 23 25 22 21 26 26 26 20 26 1533 20 863
leaf_count=33 20 23 23 26 39 21 20 20 20 35 31 36 35 23 21 22 20 22 23 25 22 21 26 26 26 20 26 1533 20 863
internal_value=0 4.0606e-09 -4.02971e-09 3.86263e-10 -8.76006e-09 2.1635e-07 -3.12196e-09 -2.35396e-08 2.79036e-07 4.9518e-07 1.49063e-06 -2.19865e-07 -8.67961e-09 -1.81185e-08 -6.4053e-07 -8.08697e-09 -1.52905e-08 -7.14613e-09 -1.7308e-08 -8.66936e-09 -1.44877e-09 -1.43906e-08 -6.15928e-07 -3.00052e-09 5.66549e-07 -1.37597e-08 -8.95341e-07 2.84668e-09 1.00208e-06 -1.63372e-08
internal_weight=0 3101 3068 3045 3019 186 165 2833 142 122 51 71 2794 2774 44 2730 2708 2688 2653 2631 2606 2583 48 2535 47 2488 46 2442 46 2396
internal_count=3121 3101 3068 3045 3019 186 165 2833 142 122 51 71 2794 2774 44 2730 2708 2688 2653 2631 2606 2583 48 2535 47 2488 46 2442 46 2396
is_linear=0
shrinkage=0.1


Tree=8115
num_leaves=31
num_cat=0
split_feature=10 16 1 0 0 33 97 9 15 4 43 159 45 1445 43 51 50 132 399 399 15 43 2 1210 13 0 49 12 13 13
split_gain=8.58897e-10 9.40229e-09 1.70868e-08 1.65479e-09 1.76324e-09 1.32956e-09 1.11373e-09 2.44225e-09 1.14128e-09 1.17437e-09 1.95067e-09 2.39939e-09 9.83357e-10 8.92979e-10 9.56959e-10 4.70086e-09 9.52133e-09 2.23453e-09 2.4282e-08 1.34996e-08 4.42032e-09 1.75908e-09 5.06988e-09 3.8409e-09 2.47804e-09 1.587e-09 1.99865e-09 2.45237e-09 1.6981e-09 2.55218e-09
threshold=-0.011559999999999999 -0.056919999999999991 0.10956 -0.098289999999999975 -0.057069999999999989 -1.0000000180025095e-35 -0.085969999999999977 -0.013509999999999999 -0.56020999999999987 0.50822500000000004 -0.05647499999999999 0.10862000000000001 0.094030000000000016 0.077530000000000016 0.084740000000000024 0.035765000000000012 0.11657000000000002 -0.083284999999999984 0.09141500000000001 0.091580000000000009 0.084905000000000022 0.055925000000000009 0.092235000000000025 0.258635 -0.084319999999999992 -0.11242999999999999 0.10000000000000002 0.11527000000000001 -0.0097949999999999982 -0.039649999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -2 -7 -8 -9 12 -11 -12 13 14 17 25 -17 18 20 21 -10 23 24 -19 -23 -16 27 28 29 -27
right_child=5 -3 3 4 -6 6 7 8 9 10 11 -13 -14 -15 15 16 -18 19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.3931547884691329e-06 6.9634765184543678e-07 1.0897679932971491e-06 6.8308222309843546e-07 -1.025523673997048e-06 2.5553477891142914e-07 -7.0484784451061637e-07 8.922253643519188e-07 -7.3461289781832987e-07 1.2541388530376602e-07 -4.9590303319746453e-07 1.2163793654200859e-06 9.9341882275894036e-09 -5.3262304892395408e-07 -5.6111647544249929e-07 6.5836770684057917e-07 -2.7231598951971138e-06 2.9156054443484952e-07 2.8282805001025727e-08 3.5279311207757148e-06 -2.1385602396690205e-06 -1.5576603345834884e-06 6.7188473925246705e-07 1.7094687351004724e-06 -1.3637313918479776e-06 -6.4864658639862687e-07 -1.9871221557523738e-07 -9.3676641790807482e-07 9.8200426918992893e-07 -6.5127826021890458e-07 8.7249822350088385e-07
leaf_weight=20 28 36 21 22 21 22 31 21 71 20 34 32 35 28 32 20 22 2226 21 29 20 27 24 20 30 86 25 23 44 30
leaf_count=20 28 36 21 22 21 22 31 21 71 20 34 32 35 28 32 20 22 2226 21 29 20 27 24 20 30 86 25 23 44 30
internal_value=0 -2.6235e-07 -8.41829e-07 -4.45401e-08 -3.9989e-07 1.04809e-08 4.02137e-09 9.30606e-09 -6.73952e-11 5.25356e-09 3.69264e-07 6.31436e-07 -5.8751e-09 7.61394e-10 6.48233e-09 -1.68031e-07 -1.14402e-06 2.64227e-08 4.62837e-07 5.67631e-09 -2.44493e-07 3.23986e-08 4.90231e-07 1.58873e-08 -2.31317e-08 2.76732e-09 -9.80943e-08 1.64784e-08 -1.22316e-07 7.8325e-08
internal_weight=0 120 84 64 43 3001 2973 2951 2920 2899 86 66 2813 2778 2750 282 42 2468 112 2356 91 2327 81 2246 57 240 208 183 160 116
internal_count=3121 120 84 64 43 3001 2973 2951 2920 2899 86 66 2813 2778 2750 282 42 2468 112 2356 91 2327 81 2246 57 240 208 183 160 116
is_linear=0
shrinkage=0.1


Tree=8116
num_leaves=31
num_cat=0
split_feature=132 132 1203 1208 1208 1209 473 1213 403 1209 0 0 4 43 401 1212 1210 16 16 3 3 3 0 13 1212 43 1212 3 484 16
split_gain=8.24211e-10 4.56199e-09 4.54964e-09 7.77535e-10 1.62777e-09 8.08085e-10 7.73928e-10 7.95728e-10 4.7483e-09 4.36321e-09 3.22264e-09 5.71589e-09 2.79766e-09 3.93593e-09 1.68183e-09 1.15308e-09 1.40581e-08 1.29003e-08 2.52057e-08 1.25386e-09 9.44932e-09 6.05768e-09 2.80058e-09 7.41829e-09 2.55027e-09 5.66078e-09 7.34142e-09 5.24415e-09 3.58276e-09 3.16718e-09
threshold=-0.083449999999999983 -0.076764999999999986 0.089480000000000018 0.11846000000000001 0.10683000000000002 0.10819500000000001 -0.23352999999999996 0.093235000000000026 -0.55276999999999987 -0.092684999999999976 -0.086554999999999979 -0.082724999999999979 -0.074729999999999977 -0.010344999999999998 0.13274500000000003 -0.089544999999999986 -0.097479999999999983 -0.092484999999999984 -0.087484999999999993 -0.082234999999999989 -0.082334999999999978 -0.082094999999999987 0.10455500000000001 -0.029529999999999997 0.086920000000000011 -0.012164999999999999 0.088030000000000011 -0.082689999999999986 0.11803500000000001 -0.081299999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 8 -8 -10 -9 -12 13 -13 15 17 -17 -11 -19 20 24 -21 -23 -24 27 -26 -27 28 -18 -28
right_child=1 3 -4 -5 -6 -7 7 10 9 14 11 12 -14 -15 -16 16 19 18 -20 21 -22 22 23 -25 25 26 29 -29 -30 -31
leaf_value=-4.1854077152822578e-08 1.3870120388522387e-06 6.1973921802405133e-07 -1.6251878702178147e-06 5.6938606434187029e-07 -8.4005841432846628e-07 6.0831942918908192e-07 -1.3880637798138196e-06 9.9784361293878209e-07 1.3387966838251942e-06 -1.6481862324724263e-06 -1.582414096219509e-06 1.7721874512300841e-06 -6.7656115056990993e-07 -9.1942653060898241e-10 -9.0702709323003158e-07 -2.6618305753345341e-06 8.850931500484575e-08 4.0271201748964815e-06 -2.1148712620588218e-07 -1.7467933021396764e-06 2.1336524474174271e-06 -8.9807362444075053e-09 -2.2601205228056642e-06 2.4331308574981701e-07 2.7616989672633982e-07 -2.5276979778771587e-06 5.94450640771053e-07 1.2985313524690616e-06 -1.0237447069509169e-06 -1.1638927367130238e-06
leaf_weight=196 24 20 20 24 23 22 25 39 24 24 20 21 20 31 21 20 836 20 47 21 22 1359 20 29 65 22 21 35 30 20
leaf_count=196 24 20 20 24 23 22 25 39 24 24 20 21 20 31 21 20 836 20 47 21 22 1359 20 29 65 22 21 35 30 20
internal_value=0 1.40135e-08 -1.88459e-07 2.57578e-09 -2.18566e-09 4.61429e-09 -1.08861e-10 -4.54903e-09 -1.63941e-08 -3.38511e-09 2.3606e-07 -8.68703e-08 3.28558e-07 7.15143e-07 -1.57176e-08 -8.49351e-09 -2.12211e-08 3.41165e-07 1.05377e-06 7.41463e-11 8.29854e-08 -6.09054e-08 -3.57608e-08 -7.78497e-07 3.91422e-08 -3.78537e-07 -1.05403e-06 9.84795e-08 4.99786e-08 -2.63278e-07
internal_weight=0 2905 216 2881 2857 2834 2812 2792 2661 2636 131 92 72 52 2612 2591 2500 91 67 2480 1051 1429 1408 49 1029 128 63 901 866 41
internal_count=3121 2905 216 2881 2857 2834 2812 2792 2661 2636 131 92 72 52 2612 2591 2500 91 67 2480 1051 1429 1408 49 1029 128 63 901 866 41
is_linear=0
shrinkage=0.1


Tree=8117
num_leaves=31
num_cat=0
split_feature=403 3 403 1208 1209 1208 132 1203 1185 50 132 0 12 3 15 133 1443 41 12 4 12 97 34 104 34 9 10 47 2 47
split_gain=8.50009e-10 8.30493e-09 2.74772e-09 3.22994e-09 3.04913e-09 1.73897e-09 7.8107e-10 2.05343e-08 1.21591e-08 4.2081e-09 9.22852e-10 8.48823e-10 1.8257e-09 1.66858e-09 8.46491e-10 9.02348e-10 7.2156e-10 8.38214e-10 4.12568e-09 8.78575e-09 5.4354e-09 1.10741e-09 2.91261e-09 3.24987e-09 2.2273e-09 2.32686e-09 6.19824e-09 2.26813e-09 1.42322e-08 1.25433e-08
threshold=-0.55049499999999985 -0.085784999999999986 -0.54448499999999989 0.11846000000000001 0.11743500000000001 0.097165000000000015 -0.083284999999999984 0.089480000000000018 -1.0000000180025095e-35 0.10022000000000002 -0.066044999999999979 -0.098289999999999975 0.10911500000000002 -0.083154999999999993 0.08517000000000001 -0.015929999999999996 0.090755000000000016 0.076195000000000013 0.085565000000000016 0.0033150000000000007 0.089085000000000011 -0.086464999999999986 -0.08786999999999999 0.086600000000000024 -0.057544999999999992 0.091600000000000015 0.094860000000000014 0.094160000000000008 -0.055814999999999997 0.096850000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 9 -8 11 -10 -4 13 14 15 -13 17 21 19 -19 -20 -12 -23 24 -24 27 -27 28 -26 -29
right_child=2 -3 3 -5 -6 -7 8 -9 10 -11 16 12 -14 -15 -16 -17 -18 18 20 -21 -22 22 23 -25 25 26 -28 29 -30 -31
leaf_value=1.9301253511609203e-06 -1.1750208591365664e-06 -6.627571062267635e-07 -5.127417908240134e-07 1.26757534474109e-06 -1.238077596212861e-06 8.8656191327242022e-07 -2.4170974873933511e-06 3.1479343823277653e-06 6.4339135380206167e-07 -1.5181372083361567e-06 -7.2003262910801489e-07 -3.4178393450689772e-07 7.6212375419841435e-07 -6.9492790730762979e-07 7.0408838710244755e-07 4.4552547251441865e-07 -4.5162094571714479e-07 2.3282414367997719e-06 -1.4076440840603432e-06 -6.004864211041254e-08 4.4801688645740594e-07 9.4052984018766499e-07 8.9394279754102435e-07 -1.2892122323648893e-06 -2.3654855204732979e-06 -2.0401234053224471e-06 3.4351173982353582e-07 2.6154426277138384e-06 -1.1599127566765039e-08 6.7636160151017262e-08
leaf_weight=21 20 30 26 20 20 22 21 21 22 20 22 37 33 32 21 24 36 24 27 43 38 32 27 20 26 20 24 21 2129 242
leaf_count=21 20 30 26 20 20 22 21 21 22 20 22 37 33 32 21 24 36 24 27 43 38 32 27 20 26 20 24 21 2129 242
internal_value=0 4.049e-07 -6.72709e-09 9.33857e-10 -7.42681e-09 7.50269e-10 -5.77177e-09 1.78306e-07 -1.99724e-08 -1.44814e-07 -1.68705e-09 1.39512e-08 1.07108e-07 -8.2502e-08 1.56493e-07 -3.20229e-08 -6.88358e-09 -9.42747e-10 2.44803e-07 7.95458e-07 -3.22796e-07 -1.35992e-08 -7.48286e-09 -1.95739e-08 -9.3719e-09 -1.92783e-08 -7.39959e-07 -6.16415e-09 -3.99987e-08 2.71073e-07
internal_weight=0 51 3070 3050 3030 3010 2988 214 2774 193 2753 173 147 114 82 61 2731 2695 132 67 65 2563 2541 2509 2489 2462 44 2418 2155 263
internal_count=3121 51 3070 3050 3030 3010 2988 214 2774 193 2753 173 147 114 82 61 2731 2695 132 67 65 2563 2541 2509 2489 2462 44 2418 2155 263
is_linear=0
shrinkage=0.1


Tree=8118
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1210 1210 1209 132 1185 1203 52 0 130 133 1204 3 4 481 1 484 484 4 159 481 484 1429 1429 151 1375 1429 151
split_gain=8.78933e-10 1.60193e-09 9.80122e-10 2.3047e-09 1.20459e-09 9.8758e-10 8.416e-10 6.99047e-09 3.98252e-09 8.56631e-10 2.2374e-09 1.7014e-09 1.8334e-09 1.47947e-09 1.57312e-09 9.79887e-10 7.85718e-10 6.55146e-09 1.06617e-08 2.82968e-08 7.18758e-09 6.08392e-09 4.2515e-09 3.16607e-09 1.03591e-09 5.92077e-09 3.84778e-09 3.08193e-09 2.88604e-09 2.48093e-09
threshold=0.12461500000000002 0.10737500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 0.10742500000000001 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.089575000000000016 -0.073309999999999986 0.096505000000000021 -0.37971999999999995 -0.084344999999999989 -0.084724999999999981 -0.084564999999999987 -0.081614999999999979 0.09202500000000001 -0.081614999999999979 0.041405000000000004 -0.085594999999999991 -0.085179999999999992 -0.079764999999999989 -0.23687999999999995 0.083715000000000026 0.083985000000000018 -0.54526999999999981 -0.085004999999999983 0.084885000000000002 -0.083804999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 -8 9 11 -11 12 -6 15 -15 -14 17 18 20 -20 -9 -22 -18 -23 26 -26 -24 -27 -29 -30
right_child=-2 -3 -4 4 5 -7 7 16 -10 10 -12 -13 13 14 -16 -17 22 -19 19 -21 21 23 24 -25 25 27 -28 28 29 -31
leaf_value=9.7960514390630729e-07 -6.6079446909839139e-07 7.8590249907178459e-07 -5.4439739704486618e-07 -7.4148702027669479e-07 -8.6394011885738067e-07 6.8454482862718931e-07 1.8286110606000183e-06 -1.866996502117434e-06 -1.3302758012051291e-06 -1.0151164557415681e-06 3.917370975159429e-07 8.6011738815727772e-07 1.6955835262607529e-07 2.756385660623656e-08 1.1976924400869396e-06 -7.7524374438282753e-07 -1.4010057812702765e-06 -1.4547528226536261e-06 4.039113385033488e-06 -3.6582874307506637e-07 1.4973219235798752e-06 5.3446698416337319e-07 1.3961830529751751e-06 -1.1128878217700082e-06 -1.8516350144182072e-06 1.1299297088385175e-06 3.1171468630743758e-09 -1.1325466928198054e-06 9.9822132169503582e-07 -1.6736967378250256e-07
leaf_weight=24 20 26 33 22 23 21 21 21 27 26 20 24 23 27 20 21 22 21 25 35 25 20 20 28 20 20 2298 27 21 140
leaf_count=24 20 26 33 22 23 21 21 21 27 26 20 24 23 27 20 21 22 21 25 35 25 20 20 28 20 20 2298 27 21 140
internal_value=0 4.26252e-09 -2.34647e-09 3.53377e-09 -4.22823e-09 1.18555e-09 -3.63816e-09 1.10572e-08 -1.96141e-07 -2.9719e-08 -4.03441e-07 9.4855e-08 -6.62529e-08 1.3536e-07 5.25491e-07 -2.8137e-07 -2.85768e-09 2.02164e-07 4.28107e-07 1.46956e-06 -2.36653e-07 2.3235e-07 -1.68291e-08 -4.2649e-07 -4.86846e-09 -2.08254e-07 1.51367e-08 -5.02369e-08 -1.75787e-07 -1.53361e-08
internal_weight=0 3101 3075 3042 3018 2996 2975 2764 211 184 46 138 114 91 47 44 2743 175 154 60 94 73 2568 48 2546 228 2318 208 188 161
internal_count=3121 3101 3075 3042 3018 2996 2975 2764 211 184 46 138 114 91 47 44 2743 175 154 60 94 73 2568 48 2546 228 2318 208 188 161
is_linear=0
shrinkage=0.1


Tree=8119
num_leaves=31
num_cat=0
split_feature=453 146 48 142 11 33 9 16 456 456 150 447 457 457 123 123 40 376 1 47 9 4 151 3 1374 457 1375 48 2 4
split_gain=8.04478e-10 9.33778e-10 2.23413e-09 2.03501e-09 1.98596e-09 1.3768e-09 1.08875e-09 4.0399e-08 8.67246e-10 1.96008e-09 2.15423e-09 2.01759e-09 1.60089e-09 1.07589e-09 9.48628e-10 1.54821e-09 2.38085e-09 1.02303e-09 1.67399e-09 1.41851e-09 1.37124e-09 1.59053e-08 1.57992e-09 5.51666e-09 2.40442e-09 2.09023e-09 1.62997e-09 1.5472e-09 2.21714e-09 5.79493e-09
threshold=0.10071000000000001 0.087720000000000006 -0.11278499999999998 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.085555000000000006 -0.056919999999999991 -0.11319999999999998 -0.085409999999999986 0.12640500000000002 0.094005000000000019 -0.14786499999999997 -0.098834999999999992 0.11679000000000002 0.089155000000000012 -0.07632499999999999 0.087010000000000018 0.15799000000000005 0.13975500000000002 -0.013509999999999999 0.053180000000000012 0.056735000000000001 -0.082094999999999987 -0.096434999999999979 0.10021000000000001 -0.084629999999999997 0.10697000000000002 0.10402500000000002 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 8 -8 -7 -10 11 12 -11 -14 15 17 -17 18 19 20 21 -15 24 -24 -22 26 -26 -28 -29 -30
right_child=-2 -3 3 4 5 6 7 -9 9 10 -12 -13 13 14 -16 16 -18 -19 -20 -21 22 -23 23 -25 25 -27 27 28 29 -31
leaf_value=9.9060143221006163e-07 -6.1685084022298857e-07 -6.6038278419000567e-07 9.8234067503913796e-07 -8.4375361097954737e-07 -7.3667251797360234e-07 -5.9870121713601068e-07 -1.4400400891426776e-06 4.0879060129839216e-06 9.9145791338628457e-07 8.7051269287166006e-07 -7.6006315585136933e-07 9.8447879043392502e-07 -7.3669353877647842e-07 2.151272956304503e-06 5.494766087981736e-07 -2.5012413033209672e-08 -1.1639380631847952e-06 6.8519660358519599e-07 -9.1096140522495259e-07 8.4634989775622668e-07 -9.1038182896833563e-07 -1.4709566895279835e-06 -2.6303132213714975e-07 1.8417366692347061e-06 8.5680020033991748e-07 -8.8477760553157877e-07 -2.5074762290325822e-08 9.5289195463976743e-07 1.2253232298462537e-06 -6.8926012799301844e-07
leaf_weight=23 21 21 21 28 25 24 39 20 20 21 37 21 20 27 31 50 29 22 20 20 30 22 33 20 22 27 2319 40 25 43
leaf_count=23 21 21 21 28 25 24 39 20 20 21 37 21 20 27 31 50 29 22 20 20 30 22 33 20 22 27 2319 40 25 43
internal_value=0 4.18031e-09 8.71289e-09 1.32302e-09 -5.46491e-09 2.34091e-09 8.53653e-09 4.3384e-07 -4.81134e-11 4.90797e-09 -1.94545e-09 7.92448e-09 6.54845e-10 -5.86909e-09 -6.11359e-10 -6.81461e-09 -4.43099e-07 6.09418e-09 4.52094e-10 7.38827e-09 9.54515e-10 5.24966e-07 -9.07931e-09 5.31221e-07 -2.05062e-08 -9.72423e-09 -7.6846e-11 -7.84417e-09 3.62135e-07 1.46308e-08
internal_weight=0 3100 3079 3056 3035 3007 2982 59 2923 2899 2879 2842 2821 2800 2780 2749 79 2670 2648 2628 2608 49 2559 53 2506 2476 2449 2427 108 68
internal_count=3121 3100 3079 3056 3035 3007 2982 59 2923 2899 2879 2842 2821 2800 2780 2749 79 2670 2648 2628 2608 49 2559 53 2506 2476 2449 2427 108 68
is_linear=0
shrinkage=0.1


Tree=8120
num_leaves=31
num_cat=0
split_feature=97 34 104 9 1 120 34 1 1 10 159 45 10 2 3 472 151 1 3 48 1429 148 48 4 48 49 12 0 1213 15
split_gain=8.88391e-10 1.66071e-09 2.46607e-09 1.66109e-09 2.25934e-09 3.89589e-09 3.44139e-09 2.02501e-09 1.35281e-09 2.84552e-09 2.73304e-09 1.68561e-09 1.44141e-09 1.48607e-09 9.29604e-10 3.06012e-09 2.92702e-09 4.62643e-09 5.47082e-09 4.38146e-09 2.43092e-09 1.77918e-09 2.75647e-09 7.10201e-09 1.91916e-09 1.69131e-09 1.62957e-09 9.35801e-09 3.27171e-09 2.99119e-09
threshold=-0.086464999999999986 -0.08786999999999999 0.086600000000000024 -0.085744999999999988 0.16540500000000002 1.0000000180025095e-35 -0.0011599999999999998 0.14754500000000001 0.13686500000000004 0.094860000000000014 0.085545000000000024 0.094030000000000016 -0.011239999999999998 -1.0000000180025095e-35 0.11658 -0.38234499999999999 -0.080454999999999985 0.11181500000000001 0.149315 0.094925000000000023 -0.23587499999999997 -0.10069499999999999 -0.074214999999999989 -0.0082299999999999995 -0.0046349999999999994 0.32042500000000002 0.10016000000000001 0.051010000000000007 -0.063509999999999997 0.11171000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 9 11 -10 12 -8 -14 15 -15 -16 18 -18 -19 -17 -22 23 -23 -24 26 -26 28 -28 -30
right_child=1 2 -4 4 -6 -7 7 -9 10 -11 -12 -13 13 14 16 20 17 19 -20 -21 21 22 24 -25 25 -27 27 -29 29 -31
leaf_value=-6.0606383911476769e-07 6.5312915784997399e-07 -8.6206449921956051e-07 -1.1103542112778086e-06 1.1611277445721359e-06 1.0197247656213388e-06 -9.9033009884299005e-07 -6.5170126039116782e-07 7.3079594283411247e-07 -9.3488205523261151e-07 1.1949577947412137e-06 4.2121497052033628e-07 -8.1953953485935939e-07 7.5139099256678792e-07 -1.1550262937391935e-06 -5.7508016539031813e-07 1.0270459473259588e-06 2.4179776780577165e-06 9.1477641707239285e-07 1.3277652954002407e-07 -1.0202064231634722e-06 8.6991849061830533e-07 2.8827013792920303e-07 8.9436773862416887e-07 -1.677519467795505e-06 3.7205564151824491e-08 -8.7709099044662837e-07 6.6789196283641905e-07 -2.1463455289489027e-06 -3.5358238222415865e-08 -8.7979360456048352e-07
leaf_weight=24 39 22 20 26 22 39 33 38 42 20 23 25 27 23 30 23 22 22 20 25 23 40 24 34 2069 22 52 23 217 52
leaf_count=24 39 22 20 26 22 39 33 38 42 20 23 25 27 23 30 23 22 22 20 25 23 40 24 34 2069 22 52 23 217 52
internal_value=0 4.69906e-09 -3.57065e-09 3.71562e-09 1.0031e-08 2.61173e-09 1.57165e-08 5.54902e-09 -3.9838e-09 6.39063e-09 -4.55032e-07 -2.08098e-09 5.26762e-09 1.3157e-08 5.83162e-09 -6.66822e-09 2.79148e-07 5.67089e-07 1.32979e-06 -1.1447e-07 3.57305e-09 -5.63661e-09 -1.35868e-08 -6.1493e-07 4.50979e-09 -4.26089e-09 3.69695e-09 -1.97842e-07 -5.82294e-08 -1.98595e-07
internal_weight=0 3097 3058 3038 3016 2994 2955 2929 2891 2826 65 2806 2781 2748 2721 2602 119 89 42 47 2579 2556 2533 74 2459 2435 2413 344 321 269
internal_count=3121 3097 3058 3038 3016 2994 2955 2929 2891 2826 65 2806 2781 2748 2721 2602 119 89 42 47 2579 2556 2533 74 2459 2435 2413 344 321 269
is_linear=0
shrinkage=0.1


Tree=8121
num_leaves=31
num_cat=0
split_feature=421 9 2 10 2 147 147 2 2 9 2 447 46 52 1 120 1 39 2 2 2 482 16 1375 3 3 12 13 150 159
split_gain=8.3626e-10 1.65546e-09 3.40903e-09 1.54412e-09 4.1133e-09 1.54729e-09 2.14373e-09 2.1816e-09 1.01334e-09 1.73842e-09 1.62767e-09 1.12743e-09 9.8169e-10 1.12991e-09 9.5562e-10 2.76495e-09 2.07829e-09 1.42093e-09 1.38015e-09 8.85533e-09 6.423e-09 5.76456e-09 7.1963e-09 2.94962e-09 2.12458e-09 1.07244e-08 5.89212e-09 1.40439e-08 4.59446e-09 5.2796e-09
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 0.053330000000000009 -0.15339499999999998 0.097985000000000017 0.092070000000000013 -0.080614999999999978 -0.0091949999999999983 -0.08477999999999998 -1.0000000180025095e-35 0.089095000000000021 0.10987500000000001 0.62951500000000016 0.16540500000000002 1.0000000180025095e-35 0.14754500000000001 0.11536 0.11510000000000002 0.11682500000000001 0.11411 -0.44221499999999997 0.63636000000000015 -0.4078199999999999 -0.065229999999999996 -0.067429999999999976 0.10016000000000001 -0.050064999999999991 0.086730000000000015 0.10545500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 7 -2 9 -9 -10 12 13 14 15 16 17 18 20 -20 21 -12 23 -23 25 -25 28 -28 29 -26
right_child=1 2 -4 4 -6 -7 -8 8 10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=-6.4455751409120414e-07 7.7675530118565605e-07 -1.7222409826445076e-07 1.5793829678045769e-06 3.8275415612415168e-07 -1.5964964177328511e-06 -6.3039382571093347e-07 8.3901241088179015e-07 5.8415874816729137e-08 9.0018703929217731e-07 -1.1451973629543014e-06 -1.6134798812572626e-06 -6.2543425832669092e-07 6.9939369723215355e-07 -6.4748240228490679e-07 6.9130585643506504e-07 -1.009411812868132e-06 9.1512165090534853e-07 -6.7398459554895808e-07 1.7280208398313551e-06 1.7992684930736243e-08 -1.6467753236308153e-06 1.1752826551292812e-06 1.8128980317752312e-06 3.0603457385117066e-09 2.1871251950309671e-07 2.2756434494416072e-06 -2.7888600716404918e-06 1.6265638877437023e-07 -1.0830076285784392e-06 -1.3627148232246882e-06
leaf_weight=20 36 25 20 21 21 38 31 28 20 21 22 29 20 27 20 27 25 31 34 277 24 21 22 1856 257 21 28 38 38 23
leaf_count=20 36 25 20 21 21 38 31 28 20 21 22 29 20 27 20 27 25 31 34 277 24 21 22 1856 257 21 28 38 38 23
internal_value=0 4.15416e-09 6.06268e-07 -4.71204e-09 -6.06871e-07 3.67903e-09 1.17754e-08 3.06763e-09 -6.50705e-09 -4.57418e-07 1.21835e-09 -5.11241e-09 1.28721e-09 -3.71535e-09 2.57326e-09 -2.44666e-09 7.55999e-09 -8.68333e-10 6.97331e-09 2.04941e-07 -1.92258e-08 -2.43255e-09 1.29507e-08 -4.40197e-09 -1.53588e-08 2.84862e-08 -2.29674e-07 -1.0895e-06 -5.12189e-08 8.88096e-08
internal_weight=0 3101 45 3056 42 3014 2976 2945 2909 49 2860 2840 2811 2791 2764 2744 2717 2692 2661 311 2350 2326 2304 2282 2261 1877 384 66 318 280
internal_count=3121 3101 45 3056 42 3014 2976 2945 2909 49 2860 2840 2811 2791 2764 2744 2717 2692 2661 311 2350 2326 2304 2282 2261 1877 384 66 318 280
is_linear=0
shrinkage=0.1


Tree=8122
num_leaves=31
num_cat=0
split_feature=47 47 47 47 1453 51 131 1209 1208 132 50 394 132 3 1209 2 1 47 4 3 456 1209 0 12 97 9 34 34 10 43
split_gain=9.17068e-10 9.21102e-09 9.05364e-09 1.57798e-09 1.22596e-09 2.51291e-09 1.05328e-09 1.33048e-09 1.54299e-09 1.16594e-09 2.47942e-08 1.16594e-08 1.63956e-09 2.57739e-09 1.07194e-09 1.03931e-09 1.62366e-09 1.78385e-09 2.60826e-09 2.52591e-09 1.12757e-09 1.0082e-09 9.46746e-10 9.50843e-10 9.28754e-10 2.00171e-09 1.65032e-09 1.60622e-09 1.52663e-09 4.28426e-09
threshold=0.094460000000000002 0.096770000000000009 0.091680000000000011 0.089640000000000011 -1.0000000180025095e-35 -0.41904999999999998 0.13767000000000004 0.14268500000000003 0.11253500000000001 -0.083284999999999984 0.092620000000000022 0.12358500000000001 -0.41094499999999995 -0.083489999999999995 0.10691500000000002 0.14445500000000003 0.111945 0.10843500000000002 0.0061450000000000003 -0.079379999999999992 0.086265000000000022 0.10032500000000001 -0.060129999999999996 0.096990000000000007 -0.086464999999999986 -0.090799999999999978 -0.083689999999999987 -0.05547499999999999 -0.0093599999999999985 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -3 -6 7 8 9 10 12 14 -1 -14 21 16 17 19 -19 20 -7 24 23 -18 -11 -26 -27 -28 29 -29
right_child=1 4 -4 -5 5 15 -8 -9 -10 11 -12 -13 13 -15 -16 -17 22 18 -20 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=4.6862780412279146e-07 -2.1349570598193749e-06 7.4160155747904357e-07 2.0389586562817967e-06 -7.7306743155356988e-07 -1.1207764312562826e-06 1.3726236791929598e-07 -6.7950579937752828e-07 8.2783256061702559e-07 -8.6589626675959146e-07 -6.4605330925427927e-07 3.584288253932755e-06 -2.4071414745208131e-06 -1.7054512945131793e-08 -9.8403967723033246e-07 6.436963938201475e-07 -6.4030661054527056e-07 9.6256518879051111e-07 -1.0460517411334687e-09 -1.3162214729618427e-06 8.1885939109898552e-07 -7.933856063177898e-07 -6.7976697577943844e-07 -6.5886197612249256e-08 1.0675781936697603e-07 1.0181356151406362e-06 -5.6691247275845559e-07 8.9605768142150964e-07 -1.5865768022292416e-07 4.7052857549105319e-09 1.6222021576533567e-06
leaf_weight=35 22 20 22 26 21 30 22 20 20 21 20 20 94 39 27 22 37 38 25 36 23 21 26 20 20 48 21 35 2268 22
leaf_count=35 22 20 22 26 21 30 22 20 20 21 20 20 94 39 27 22 37 38 25 36 23 21 26 20 20 48 21 35 2268 22
internal_value=0 -1.60373e-07 1.83234e-08 2.32702e-09 -1.45985e-08 -6.90013e-08 9.65004e-09 1.52016e-08 9.20658e-09 1.57105e-08 2.55889e-07 -2.32925e-09 -1.40349e-07 -3.00607e-07 1.7041e-08 1.69414e-08 7.8471e-08 -1.15765e-07 -5.22941e-07 1.7246e-07 -2.66604e-07 1.01518e-08 4.34181e-07 6.62282e-07 1.61019e-08 2.18621e-08 1.3539e-08 2.54153e-08 1.75514e-08 5.28692e-07
internal_weight=0 320 2801 2779 298 278 2753 2731 2711 2691 188 2503 168 133 2483 257 235 152 63 89 53 2456 83 57 2435 2414 2394 2346 2325 57
internal_count=3121 320 2801 2779 298 278 2753 2731 2711 2691 188 2503 168 133 2483 257 235 152 63 89 53 2456 83 57 2435 2414 2394 2346 2325 57
is_linear=0
shrinkage=0.1


Tree=8123
num_leaves=31
num_cat=0
split_feature=132 1185 1203 10 0 15 12 33 45 142 0 0 0 15 15 1 4 14 15 1 1 49 49 150 3 2 16 15 0 3
split_gain=9.10395e-10 6.0225e-09 3.28131e-09 7.95258e-10 8.28874e-09 1.01328e-08 5.52438e-09 1.06609e-09 9.90782e-10 1.86587e-09 1.10392e-09 3.32183e-09 3.18876e-09 1.54422e-08 6.06206e-09 2.50428e-09 5.9268e-09 7.90599e-09 2.94623e-09 2.36172e-09 3.49417e-09 2.63647e-09 8.13511e-09 5.13668e-09 6.96791e-09 3.71153e-09 7.49006e-09 6.12204e-09 3.57768e-09 2.0783e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.010834999999999999 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 -0.11173999999999999 -0.11756999999999999 -0.10151999999999999 -0.10203999999999998 -0.047714999999999987 0.076935000000000017 -0.074729999999999977 0.082295000000000021 -0.088749999999999982 0.082005000000000008 0.086255000000000012 -0.066019999999999981 -0.049784999999999989 0.090480000000000019 0.088060000000000013 0.11263500000000001 -0.018494999999999998 -0.11345499999999999 -0.23091999999999999 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 -7 -5 9 -9 11 15 13 -12 -15 18 17 -17 -11 -18 -21 23 -23 24 -22 26 27 -24 -27 -14
right_child=1 3 -4 7 5 6 -8 8 -10 10 12 -13 29 14 -16 16 19 -19 -20 20 21 22 25 -25 -26 28 -28 -29 -30 -31
leaf_value=-5.2111898583007137e-08 1.7022770818931306e-06 -1.9109304114787545e-06 -1.2283649434047458e-06 6.2745956626031334e-07 1.491147735145483e-06 3.4646460249107276e-07 -1.5891022925037155e-06 9.5314764940840623e-07 -5.13883985478161e-07 -2.1210346797013408e-07 2.5844102588558196e-06 -1.1340010734597268e-06 -1.9170066363633866e-09 -1.6808240897738697e-06 6.2384914463109453e-07 -2.5341137712609413e-06 1.049851481980113e-06 1.1107414366051672e-08 1.1925027923354039e-06 -1.0961546486972413e-06 8.6520204949293062e-07 -2.0704722162179224e-06 3.1656283261746957e-07 1.5038578715209639e-06 -1.56104606730878e-06 -1.4261301484823534e-06 -8.6004539031384173e-07 2.6121860122159327e-06 1.7992045715149092e-09 6.2643003873206375e-07
leaf_weight=195 21 24 27 28 36 29 30 21 36 28 27 31 2089 21 25 23 20 26 32 30 29 20 26 32 20 23 23 21 74 54
leaf_count=195 21 24 27 28 36 29 30 21 36 28 27 31 2089 21 25 23 20 26 32 30 29 20 26 32 20 23 23 21 74 54
internal_value=0 1.49473e-08 -1.9517e-07 2.63532e-09 -2.50476e-07 1.69008e-07 -6.37722e-07 1.35524e-08 7.25822e-09 1.42197e-08 6.84589e-09 -1.34486e-07 3.60562e-08 6.86e-07 -4.28284e-07 -6.19219e-08 -1.59842e-07 -1.18359e-06 5.3702e-07 -2.0944e-09 -7.26948e-08 4.18716e-08 -1.64555e-07 5.18437e-07 -1.25103e-07 6.36985e-08 6.1865e-07 1.34227e-06 -3.36782e-07 1.39163e-08
internal_weight=0 2899 222 2878 119 95 59 2759 2731 2695 2674 458 2216 73 46 427 367 49 60 318 298 268 187 81 49 167 70 47 97 2143
internal_count=3121 2899 222 2878 119 95 59 2759 2731 2695 2674 458 2216 73 46 427 367 49 60 318 298 268 187 81 49 167 70 47 97 2143
is_linear=0
shrinkage=0.1


Tree=8124
num_leaves=31
num_cat=0
split_feature=421 147 147 448 9 12 33 48 147 456 456 457 457 1373 1375 1375 150 0 97 374 2 133 3 130 10 13 52 4 13 13
split_gain=9.10699e-10 1.27125e-09 1.92054e-09 1.70236e-09 8.89681e-10 4.68428e-09 2.80876e-09 8.97765e-10 1.54092e-09 1.08809e-09 1.72968e-09 1.07484e-09 1.80672e-09 9.805e-10 1.88545e-09 1.9364e-09 1.84227e-09 3.57622e-09 2.13185e-09 2.92787e-09 2.25355e-09 2.09834e-09 1.83158e-09 1.60443e-09 3.15408e-09 1.64813e-09 4.27911e-09 5.50557e-09 2.6522e-09 4.64876e-09
threshold=-1.0000000180025095e-35 0.11252000000000001 0.097985000000000017 1.0000000180025095e-35 0.092235000000000011 -0.010834999999999999 -0.0066799999999999993 -0.09386499999999999 0.090755000000000016 -0.11319999999999998 -0.085409999999999986 -0.11701499999999999 -0.08798499999999998 -1.0000000180025095e-35 -0.4078199999999999 -0.090674999999999992 0.085395000000000013 -0.15350499999999997 -0.085969999999999977 0.08987500000000001 -0.0091949999999999983 0.086365000000000011 -0.012304999999999998 -0.23123999999999997 -0.089679999999999982 -0.14179999999999995 0.11434500000000002 -0.073104999999999989 -0.10278499999999999 -0.097984999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -8 9 -9 -11 -12 -13 -14 -15 -16 18 -18 -17 20 22 -19 -20 -22 -25 26 27 -26 -27 -30
right_child=1 -3 -4 -5 5 -7 7 8 -10 10 11 12 13 14 15 16 17 21 19 -21 23 -23 -24 24 25 28 -28 -29 29 -31
leaf_value=-6.7262788206790002e-07 1.0030330181669861e-06 7.9902603033588104e-07 -9.3180699229316654e-07 8.6296181309634174e-07 6.3190600149648e-07 -1.368826887301111e-06 -4.9958748604694847e-07 -7.0376692917761829e-07 8.776082154327014e-07 9.2891503882697175e-07 5.4647059771793596e-07 -7.1501415143239287e-07 -6.8276504981397357e-07 9.2519621933785285e-07 -7.7761342822668675e-07 -1.0193538168139293e-06 1.583281876449405e-06 -7.8948416269388254e-08 -1.6122302700491026e-07 9.9139363689165945e-07 8.8621116560716479e-07 7.8116754331439061e-07 -1.3966656216065792e-06 -1.0497834468565246e-06 -1.6456679256451583e-06 7.189463895832339e-07 6.7970308714748739e-07 -1.2752484440330642e-07 -1.5145603069299796e-06 1.6963821878864563e-08
leaf_weight=20 28 20 22 23 22 25 36 22 20 20 35 36 21 22 32 21 20 104 28 29 20 39 21 29 36 53 32 71 20 2194
leaf_count=20 28 20 22 23 22 25 36 22 20 20 35 36 21 22 32 21 20 104 28 29 20 39 21 29 36 53 32 71 20 2194
internal_value=0 4.34075e-09 -8.17868e-10 5.87771e-09 -6.15356e-10 -4.32314e-07 6.17281e-09 -3.25377e-09 2.85496e-09 -3.16744e-09 2.17879e-09 -4.29509e-09 -1.11115e-08 -2.03539e-09 3.12351e-09 -4.25575e-09 4.85262e-09 3.30801e-07 -1.59499e-08 -7.63108e-09 -1.92013e-08 1.55629e-07 -6.90698e-07 -5.79867e-09 -1.31252e-08 -6.30188e-10 -3.34876e-07 -6.38302e-07 1.9864e-08 3.12892e-09
internal_weight=0 3101 3081 3059 3036 47 2989 2961 2925 2905 2883 2863 2828 2792 2771 2749 2717 163 2554 2533 2504 143 49 2455 2435 2406 139 107 2267 2214
internal_count=3121 3101 3081 3059 3036 47 2989 2961 2925 2905 2883 2863 2828 2792 2771 2749 2717 163 2554 2533 2504 143 49 2455 2435 2406 139 107 2267 2214
is_linear=0
shrinkage=0.1


Tree=8125
num_leaves=31
num_cat=0
split_feature=448 0 45 47 0 47 47 47 0 394 1 4 12 484 16 13 1348 0 1447 2 4 1447 1446 1447 160 1444 1373 133 457 457
split_gain=8.88406e-10 1.48946e-09 7.69191e-10 1.04763e-09 9.23813e-09 2.95649e-08 9.40155e-09 4.21722e-09 1.86958e-09 1.37304e-09 1.13871e-09 2.73377e-09 1.89458e-09 1.04804e-09 1.82681e-09 1.12828e-09 1.01257e-09 9.84894e-10 9.42927e-10 5.25025e-09 9.2687e-09 8.22882e-09 7.54427e-09 1.87704e-09 4.0509e-09 3.93529e-09 1.20587e-09 8.64763e-09 8.85508e-09 2.34804e-09
threshold=0.068920000000000023 -0.26343999999999995 0.10041000000000001 0.092165000000000011 -0.10224499999999999 0.10678000000000001 0.09550500000000002 0.090100000000000013 -0.094299999999999981 0.264685 0.11751000000000002 0.010840000000000001 0.097575000000000009 -0.075319999999999984 -0.010264999999999998 -0.079299999999999995 0.090600000000000014 -0.14226499999999997 -0.084334999999999979 0.083715000000000026 -0.085409999999999986 -0.086359999999999978 0.085345000000000018 -0.081174999999999983 -0.088079999999999978 -0.078379999999999991 1.0000000180025095e-35 0.08622500000000001 -0.082949999999999982 0.31508000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -5 -6 9 -8 16 11 13 -12 -10 -15 -16 18 -7 19 -3 -21 22 -22 24 -20 -25 29 28 -28 -27
right_child=-2 2 -4 4 6 17 8 -9 10 -11 12 -13 -14 14 15 -17 -18 -19 23 20 21 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=6.725214861393342e-07 -6.6435305257073196e-07 1.4268746624187164e-06 5.3869518607231071e-07 -4.4403145921023682e-06 2.0846539012030589e-06 5.9882775162903903e-07 -8.6517396493103722e-07 1.4235448844601707e-06 -6.4782121971992037e-07 7.5400776988014221e-07 -9.0520668612921799e-07 1.0030875453213088e-06 3.2543452241704722e-07 8.7830494986850351e-07 -7.757509479233704e-07 1.6189634775952129e-07 -7.1461574449926964e-07 -2.9951523310081449e-07 -1.643968237823918e-06 -1.6122102059988455e-06 1.0492871417966399e-06 1.7059692871071371e-06 -1.1861705881225741e-06 1.3948192906809709e-06 1.0784827421420316e-07 -1.4850916422836825e-08 -9.5579422711786966e-08 -1.0316898318216352e-06 2.8117526130699847e-06 -9.5273402899288671e-07
leaf_weight=33 20 30 26 20 22 23 27 21 24 24 29 31 22 22 21 33 20 26 22 29 26 33 36 20 33 2353 22 26 20 27
leaf_count=33 20 30 26 20 22 23 27 21 24 24 29 31 22 22 21 33 20 26 22 29 26 33 36 20 33 2353 22 26 20 27
internal_value=0 4.27849e-09 -2.90926e-09 -7.53836e-09 -1.84956e-07 -1.2003e-06 1.18328e-07 1.18728e-08 -8.86536e-08 9.77857e-10 2.65444e-08 1.82615e-07 -3.74342e-07 -7.17319e-08 1.10191e-07 -2.02744e-07 -5.72319e-09 1.22156e-07 -4.27017e-10 2.39795e-07 -4.74015e-08 4.30277e-07 -2.48721e-07 -1.50898e-08 -5.92878e-07 -2.21364e-09 -1.36273e-08 4.01594e-07 1.28886e-06 -2.54908e-08
internal_weight=0 3101 3068 3042 300 69 231 2742 209 2721 182 131 51 100 76 54 2697 49 2677 154 124 95 62 2523 55 2468 2448 68 42 2380
internal_count=3121 3101 3068 3042 300 69 231 2742 209 2721 182 131 51 100 76 54 2697 49 2677 154 124 95 62 2523 55 2468 2448 68 42 2380
is_linear=0
shrinkage=0.1


Tree=8126
num_leaves=31
num_cat=0
split_feature=1453 1447 12 483 133 1447 132 1185 1203 403 403 403 403 13 130 2 160 13 447 45 11 34 13 447 2 9 447 133 480 481
split_gain=7.77268e-10 1.57042e-09 7.78972e-09 7.47396e-09 7.71964e-09 4.40795e-09 9.57053e-10 4.76496e-09 2.59537e-09 1.0776e-09 1.63415e-09 1.45478e-09 1.02134e-09 9.79009e-10 8.8488e-09 3.66922e-09 3.01184e-09 1.30154e-09 1.20294e-09 1.07392e-09 7.63898e-09 1.49445e-09 3.20467e-09 1.17678e-09 1.29642e-09 3.78104e-09 1.51674e-09 1.20249e-09 7.31241e-09 6.7021e-09
threshold=-0.087504999999999986 -0.085709999999999995 0.083985000000000018 0.087440000000000004 0.085265000000000021 -0.08477999999999998 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.55049499999999985 -0.5425549999999999 -0.5335399999999999 -0.52336499999999997 0.24813000000000004 -0.23123999999999997 0.31765000000000004 -0.082179999999999989 0.27020000000000005 0.097325000000000009 0.094030000000000016 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 0.089635000000000006 -0.080614999999999978 0.092235000000000011 0.086195000000000008 0.085355000000000014 0.10272000000000002 -0.13392999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3 8 -8 -7 -9 -11 -12 -13 14 -14 18 -15 -18 19 20 -16 22 -22 24 25 -23 27 29 -29 -26
right_child=1 5 3 -5 -6 6 7 9 -10 10 11 12 13 16 15 -17 17 -19 -20 -21 21 23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-4.5560718717752027e-07 1.588756680190626e-06 -1.4882674508953643e-06 1.7684313305024361e-07 1.4984256708316935e-06 -2.1259611780048243e-06 -7.0558137445576252e-08 1.517969918668747e-06 5.9201530465572679e-07 -1.1179987753680339e-06 -8.2243335744654671e-07 8.5610577272632336e-07 -5.2168751304216629e-07 2.1140256365015378e-06 -1.3990079322567796e-06 1.9744437281588033e-06 -1.3140827661234631e-06 6.5132252586863619e-07 -2.9257279754446586e-07 -6.6323519241415436e-07 -5.5492177786220509e-07 3.478528645411478e-07 1.2028880267721295e-06 -1.292034653925629e-06 5.7520725877829567e-07 -1.6971648799805433e-06 -3.3511813112894626e-07 -8.4440639944833024e-07 5.6293248740527381e-08 1.7992744424191188e-06 -1.2942405511073701e-08
leaf_weight=37 36 20 37 20 24 191 21 31 27 24 20 37 20 20 20 21 21 48 26 32 22 33 26 38 24 31 21 647 25 1521
leaf_count=37 36 20 37 20 24 191 21 31 27 24 20 37 20 20 20 21 21 48 26 32 22 33 26 38 24 31 21 647 25 1521
internal_value=0 5.4706e-09 3.6482e-07 -1.79153e-07 -7.29178e-07 -8.69989e-09 1.34129e-09 1.74479e-08 -2.00287e-07 5.81167e-09 -9.76646e-10 6.45455e-09 6.84701e-13 7.43615e-09 1.90068e-08 2.15907e-09 -3.18493e-07 -5.30031e-09 1.33679e-08 2.05776e-08 2.82255e-08 1.19255e-08 -5.4042e-07 2.32557e-08 1.41444e-08 4.57916e-07 1.45384e-09 9.46605e-09 1.21136e-07 -3.91051e-08
internal_weight=0 3084 117 81 61 2967 2947 2729 218 2708 2677 2653 2633 2596 2507 2487 89 69 2466 2440 2408 2388 48 2340 2302 64 2238 2217 672 1545
internal_count=3121 3084 117 81 61 2967 2947 2729 218 2708 2677 2653 2633 2596 2507 2487 89 69 2466 2440 2408 2388 48 2340 2302 64 2238 2217 672 1545
is_linear=0
shrinkage=0.1


Tree=8127
num_leaves=31
num_cat=0
split_feature=130 12 132 1203 1185 50 11 142 147 447 447 130 16 130 394 1213 52 391 128 128 128 128 12 128 400 1209 3 3 2 3
split_gain=9.61439e-10 2.67095e-09 8.408e-10 2.0855e-08 1.28428e-08 4.56357e-09 8.05895e-10 9.90421e-10 1.36546e-09 1.84813e-09 2.74131e-09 1.00911e-09 1.70357e-09 1.29046e-09 2.58002e-09 2.70659e-09 2.40578e-09 1.97195e-09 1.27403e-09 1.32735e-09 1.35208e-09 1.28679e-09 3.75278e-09 2.01188e-09 1.73768e-09 1.64969e-09 1.50087e-09 5.3093e-09 6.97955e-09 4.25156e-09
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.072629999999999986 -0.057499999999999989 0.099730000000000027 0.09227500000000001 0.089635000000000006 -0.089704999999999993 -0.086989999999999984 -0.0075749999999999993 -0.078674999999999981 -1.0000000180025095e-35 0.08568000000000002 -0.081179999999999988 0.11876500000000001 0.10979500000000002 0.10264000000000002 0.089745000000000005 0.092655000000000015 0.085955000000000018 -0.39724499999999996 0.14268500000000003 -0.082594999999999988 -0.082974999999999979 0.083795000000000022 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -6 -8 9 10 11 12 -9 14 15 -13 -17 -15 19 20 21 23 -23 24 -19 26 27 -26 -29 -28
right_child=1 -3 4 -5 6 -7 7 8 -10 -11 -12 13 -14 17 -16 16 -18 18 -20 -21 -22 22 -24 -25 25 -27 29 28 -30 -31
leaf_value=-6.9111306174818313e-07 1.3831274323840923e-08 1.1023913859017657e-06 -2.4246559653626971e-06 3.0341627487597065e-06 -6.1637620417189158e-07 -1.5802441646428633e-06 -6.7877635036070616e-07 -1.1183822851177996e-06 6.4999819745604661e-07 -7.6486372057432527e-07 1.1780822489981802e-06 -9.7354582912601033e-07 1.711934532977466e-07 -9.9400198735111193e-07 1.0982724408137301e-06 -5.8135377788527305e-09 1.2749308456250221e-06 -8.8769851655260102e-07 7.6055196293561331e-07 -7.771010508538336e-07 7.3478197816712065e-07 -1.1783398743192565e-06 5.1828902976260662e-07 8.8137404612955202e-07 3.9820901296439801e-08 9.0952814161937574e-07 -1.3557484621742332e-06 -3.8228828259434526e-07 1.9990733015617934e-06 -4.0625959039252883e-08
leaf_weight=20 176 22 22 23 21 20 21 21 33 31 20 20 20 20 32 55 20 22 22 22 25 32 22 26 786 20 25 20 32 1470
leaf_count=20 176 22 22 23 21 20 21 21 33 31 20 20 20 20 32 55 20 22 22 22 25 32 22 26 786 20 25 20 32 1470
internal_value=0 4.45864e-09 -3.38629e-09 1.85457e-07 -1.78467e-08 -1.48829e-07 8.10744e-10 5.41171e-09 1.05505e-08 2.91319e-09 1.16252e-08 3.02297e-09 -4.89321e-07 1.05805e-08 3.21675e-07 6.00837e-08 3.35718e-07 -4.94978e-09 2.8874e-09 -3.77471e-09 3.08544e-09 -4.36565e-09 -4.87121e-07 6.49182e-09 -3.08584e-09 5.18508e-09 -2.56754e-09 1.04563e-07 1.08316e-06 -6.2618e-08
internal_weight=0 3101 3079 219 2860 196 2838 2817 2796 2763 2732 2712 41 2671 127 95 75 2544 2524 2502 2480 2455 54 2401 2375 2353 2333 838 52 1495
internal_count=3121 3101 3079 219 2860 196 2838 2817 2796 2763 2732 2712 41 2671 127 95 75 2544 2524 2502 2480 2455 54 2401 2375 2353 2333 838 52 1495
is_linear=0
shrinkage=0.1


Tree=8128
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 403 15 1210 1213 16 16 1213 3 394 403 402 43 1210 401 1211 1204 132 128 133 42 128 130 448 150 15 394 401
split_gain=7.83137e-10 1.38645e-09 1.03169e-09 1.50251e-09 1.21606e-08 9.61979e-10 1.03906e-09 4.59486e-09 3.77054e-09 2.19083e-09 3.85925e-09 2.48606e-09 1.62495e-09 1.16662e-09 4.62406e-09 1.32091e-09 1.35295e-09 1.60328e-09 1.14083e-09 9.90645e-10 2.01639e-09 1.86803e-09 1.28858e-09 1.0236e-09 1.32429e-09 2.43935e-09 1.27789e-09 8.88403e-09 1.21819e-09 1.66415e-09
threshold=0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.5335399999999999 0.087575000000000014 -0.3960249999999999 0.18587500000000004 -0.088394999999999987 -0.077589999999999978 0.10336000000000002 -0.083489999999999995 0.264685 -0.50388999999999984 -0.45015499999999992 0.05259500000000001 0.014175000000000002 -0.099524999999999988 0.10326000000000002 0.057120000000000011 -0.41127499999999995 0.11787500000000002 -0.54084999999999994 -0.054814999999999996 0.10670500000000001 0.10464000000000001 0.030280000000000001 0.12416000000000001 -0.026084999999999994 -0.12099999999999998 0.09530000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 9 -8 -9 11 -11 12 -7 14 -14 16 -15 18 19 22 21 -21 -18 24 25 26 28 -28 -23 -30
right_child=-2 -3 -4 5 -6 6 7 8 -10 10 -12 -13 13 15 -16 -17 17 -19 -20 20 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-1.0713716013412978e-06 -6.2375166578476646e-07 7.3118858509793392e-07 -5.5825873604672693e-07 -6.9666639546994712e-07 1.9629829340926466e-06 8.4998298255165785e-07 -8.2646932469287999e-07 2.0008056094411588e-06 5.9016644513576468e-08 3.0544606603587544e-07 -1.5334230245116487e-06 1.1127152362178094e-06 6.252433649933665e-07 -7.1521419487099697e-07 -1.3377608382825202e-06 7.1936352196644296e-07 -1.0410171910280043e-07 8.4638651907715197e-07 -7.4494856830499756e-07 8.3977118685232624e-07 -8.5677444831487397e-07 5.874251128675084e-07 1.0049539510700613e-06 -5.7417266017267823e-07 5.4519347582849746e-07 -9.780761659455425e-07 1.4686282824132806e-06 -9.3098939217910556e-07 -5.2753283955922107e-09 -3.9046808522483634e-07
leaf_weight=25 20 26 33 20 28 22 20 20 20 21 25 20 21 27 28 25 20 22 21 26 28 33 22 32 43 26 36 27 2266 118
leaf_count=25 20 26 33 20 28 22 20 20 20 21 25 20 21 27 28 25 20 22 21 26 28 33 22 32 43 26 36 27 2266 118
internal_value=0 4.01731e-09 -2.13113e-09 3.90181e-09 5.31684e-07 -5.45665e-09 -8.00467e-10 4.11118e-07 1.02991e-06 -9.29654e-09 -6.93939e-07 1.70365e-09 -6.11211e-09 -1.27885e-08 -4.96473e-07 -4.23852e-09 -1.08239e-08 -3.83179e-09 -1.07646e-08 -5.00525e-09 -1.26854e-08 -3.61961e-09 4.76832e-07 -1.21156e-08 -5.05957e-09 -1.45013e-08 -4.39927e-09 4.40221e-07 -1.59885e-08 -2.43411e-08
internal_weight=0 3101 3075 3042 53 2989 2969 60 40 2909 46 2863 2843 2821 49 2772 2747 2720 2698 2677 2635 2607 42 2581 2549 2506 2480 63 2417 2384
internal_count=3121 3101 3075 3042 53 2989 2969 60 40 2909 46 2863 2843 2821 49 2772 2747 2720 2698 2677 2635 2607 42 2581 2549 2506 2480 63 2417 2384
is_linear=0
shrinkage=0.1


Tree=8129
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 10 0 40 12 12 142 11 33 47 9 8 47 47 147 16 148 3 16 1 2 9 4 1 1 3 472
split_gain=8.65569e-10 5.01326e-09 3.36651e-09 8.3323e-10 2.4565e-09 3.47668e-09 2.38127e-09 1.57433e-09 1.97662e-09 3.28675e-09 2.22135e-09 2.10549e-09 1.46572e-09 8.12081e-09 9.14282e-09 7.67618e-09 2.18288e-09 1.57782e-09 1.83884e-09 6.55411e-09 9.29433e-09 1.8821e-09 1.54492e-09 2.60766e-09 2.03161e-09 1.61917e-09 1.94966e-09 3.57528e-09 3.90227e-09 3.69771e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.14786000000000002 0.12757000000000002 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.087755000000000014 0.092550000000000007 0.096850000000000006 0.091210000000000013 0.099730000000000027 -0.50992999999999988 -0.063899999999999985 -0.0037349999999999996 -0.50690499999999983 0.13820500000000002 0.14530500000000005 -0.08619499999999998 0.51303500000000013 0.11507500000000002 0.11146500000000002 0.11658 -0.38234499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -6 8 9 -8 -11 -12 13 16 -15 -14 17 18 19 -13 -21 -20 24 -24 -23 26 27 28 29 -26
right_child=1 3 -4 4 6 -7 7 -9 -10 10 11 12 15 14 -16 -17 -18 -19 21 20 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.5400872130731167e-08 1.5540468341766556e-06 -6.3986904478952063e-07 -1.2368272429604853e-06 -1.2234547008509773e-07 -1.0642300778618802e-06 1.7199093883846216e-06 1.2224087005175864e-06 8.1106311477322872e-07 -9.688527121571021e-07 -8.9090797611593842e-07 -9.0906174864358045e-07 8.0532155967877515e-07 2.0224705175082975e-06 -2.937134680109921e-06 8.6574168562947314e-08 7.6526333830024893e-08 1.0518916036517114e-06 7.627250161695648e-07 9.777945123801147e-07 -1.6473196639541912e-07 -2.7313138697796343e-06 8.7794560280835195e-07 -1.1577176094541411e-06 3.2654034360035671e-07 -1.322700728678683e-06 -7.124054461875799e-07 5.3448368143043421e-07 -1.0042389015195243e-06 1.0936836099173174e-06 1.1455579883193733e-08
leaf_weight=195 21 20 27 21 21 20 22 24 21 28 25 29 22 20 20 258 20 27 20 43 21 27 29 20 21 31 70 35 33 1930
leaf_count=195 21 20 27 21 21 20 22 24 21 28 25 29 22 20 20 258 20 27 20 43 21 27 29 20 21 31 70 35 33 1930
internal_value=0 1.45748e-08 -1.90304e-07 3.3417e-09 7.84282e-09 7.76315e-07 -3.3419e-09 4.62614e-09 -2.356e-09 5.02184e-09 -4.7922e-09 4.39375e-09 1.29275e-08 -1.23723e-08 -1.42528e-06 2.29422e-07 1.16159e-08 2.70946e-09 -6.17769e-09 -4.41793e-07 -1.00689e-06 1.2104e-08 3.309e-09 -5.51898e-07 1.59802e-08 5.00238e-09 1.56484e-08 -2.3399e-09 1.53347e-08 -2.90489e-09
internal_weight=0 2899 222 2878 2858 41 2817 2796 2772 2751 2729 2701 2676 2396 40 280 2356 2336 2309 93 64 2216 2196 49 2147 2120 2089 2019 1984 1951
internal_count=3121 2899 222 2878 2858 41 2817 2796 2772 2751 2729 2701 2676 2396 40 280 2356 2336 2309 93 64 2216 2196 49 2147 2120 2089 2019 1984 1951
is_linear=0
shrinkage=0.1


Tree=8130
num_leaves=31
num_cat=0
split_feature=156 16 12 474 1429 1446 1213 52 4 2 3 50 4 12 2 1446 0 1447 480 480 3 1 1 1 1456 159 483 12 47 47
split_gain=8.30767e-10 1.09129e-09 2.77856e-09 1.70344e-09 1.23656e-09 9.84554e-10 7.1661e-09 5.44434e-09 1.48853e-08 1.40262e-08 8.41162e-09 6.05054e-09 3.37172e-09 3.35106e-09 3.6914e-09 3.21963e-09 1.81391e-09 1.22776e-09 3.83601e-09 3.41025e-09 2.67871e-09 1.45353e-09 3.24392e-08 2.75086e-08 2.69026e-09 4.07915e-09 3.6669e-09 3.46848e-09 2.99785e-09 1.98455e-08
threshold=0.32523500000000005 0.63636000000000015 0.089625000000000024 0.12103000000000001 0.11715000000000002 0.083715000000000026 0.04198000000000001 -0.010034999999999999 -0.081609999999999988 0.084055000000000005 -0.082879999999999995 0.093975000000000017 -0.0047449999999999992 0.085325000000000012 0.092480000000000021 0.057835000000000004 -0.081584999999999977 -0.081174999999999983 0.11387000000000001 0.094985000000000014 -0.079979999999999982 0.09253500000000002 0.093205000000000024 0.091785000000000019 -0.079429999999999987 0.13160500000000003 0.098395000000000024 0.12757000000000002 0.092165000000000011 0.097480000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 15 7 11 9 -9 -10 -7 -12 -14 -15 17 -13 20 19 21 -1 23 -23 -19 -24 26 27 28 -26 -30
right_child=-2 2 -4 -5 -6 6 -8 8 10 -11 12 16 13 14 -16 -17 -18 18 -20 -21 -22 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=2.2725780629192138e-07 6.268526638970278e-07 -1.2860287018735439e-06 3.425483396313212e-07 9.2257313838217675e-07 -6.7708007093008968e-07 2.2462156601932292e-06 1.9599867067925172e-06 -3.8162463670232681e-06 1.8782477534037194e-06 -1.9527344400795181e-07 -1.0071994909726673e-06 -3.4469392054299013e-07 -5.8787957963245076e-07 1.7991557660934634e-06 -1.2214503385621357e-07 -1.2197066340682093e-06 8.8477522938644281e-07 -2.9176598055660665e-09 1.2366965659111886e-06 -1.1944619374482103e-06 -1.2829685690872874e-06 3.5876432845655546e-06 -1.0896180149509087e-06 -3.4118003417423405e-06 1.0550311013929654e-07 1.4415826717595338e-06 1.16419569036015e-06 -9.7484732838151287e-07 -3.3273526275934278e-06 5.6335849598973747e-08
leaf_weight=24 21 22 20 20 27 20 21 20 26 23 31 28 28 20 20 22 21 1735 25 24 23 26 22 24 594 20 26 38 20 130
leaf_count=24 21 22 20 20 27 20 21 20 26 23 31 28 28 20 20 22 21 1735 25 24 23 26 22 24 594 20 26 38 20 130
internal_value=0 -4.24432e-09 -5.10516e-07 2.70905e-09 -3.34667e-09 2.69478e-09 1.89486e-07 3.26067e-08 -2.74556e-07 -1.87945e-06 2.77527e-07 7.80481e-07 -1.42865e-07 2.5117e-07 8.38505e-07 -1.48106e-08 1.82221e-07 -5.10435e-09 3.7683e-09 -7.82373e-09 -5.11789e-07 2.98436e-09 1.0823e-07 -4.94289e-08 1.80047e-09 3.07995e-08 -4.12086e-09 -4.29651e-08 4.63099e-09 -3.94823e-07
internal_weight=0 3100 42 3058 3038 3011 258 237 168 43 125 69 99 68 40 2753 49 2731 2684 2659 47 2635 876 1759 850 828 808 782 744 150
internal_count=3121 3100 42 3058 3038 3011 258 237 168 43 125 69 99 68 40 2753 49 2731 2684 2659 47 2635 876 1759 850 828 808 782 744 150
is_linear=0
shrinkage=0.1


Tree=8131
num_leaves=31
num_cat=0
split_feature=40 130 42 1212 1213 15 1213 1212 43 1213 15 15 1213 15 483 158 1212 52 1209 0 1204 401 402 1210 15 42 2 1210 1456 153
split_gain=7.86496e-10 2.58239e-09 1.53392e-09 1.08637e-09 1.11995e-09 3.23886e-09 2.60702e-09 1.34459e-09 9.32297e-09 1.76723e-09 1.17505e-08 1.29378e-08 8.44106e-09 5.88795e-09 2.05463e-09 2.37465e-09 2.00224e-09 2.05645e-09 1.78864e-09 1.67451e-09 1.40151e-09 1.40858e-09 5.07614e-09 2.04839e-09 2.81931e-09 2.57946e-09 4.08057e-09 2.04615e-09 1.81427e-09 2.81075e-09
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 -0.52517999999999987 -0.24064499999999997 0.088345000000000021 -0.15413999999999997 -0.09083999999999999 -0.0047449999999999992 -0.084619999999999987 0.089165000000000008 0.085730000000000015 -0.082704999999999987 0.084840000000000013 -0.47181499999999993 0.12212000000000002 -0.063924999999999996 0.086965000000000015 -0.084519999999999984 -0.070889999999999995 -0.098194999999999991 -1.0000000180025095e-35 -0.45015499999999992 1.0000000180025095e-35 0.089740000000000014 0.11747 0.094215000000000007 -0.091799999999999979 0.11510000000000002 0.082840000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -6 8 -8 10 11 13 -11 -9 -14 16 17 -16 -18 -17 -20 22 -22 25 -25 27 -27 -23 29 -29
right_child=1 2 -4 4 6 -7 7 9 -10 12 -12 -13 14 -15 15 19 18 -19 20 -21 21 23 -24 24 -26 26 -28 28 -30 -31
leaf_value=6.2508025393981376e-07 -1.0836105938045133e-06 7.1332952294207127e-07 7.0355950121607289e-07 2.6892088068218463e-07 9.7934618544833795e-07 -1.0542327064175314e-06 -1.9685985826072284e-06 -5.5740644619653234e-08 5.0520336994617168e-07 -1.9211606464207015e-06 2.3524645972846278e-06 -1.9647470918681832e-06 9.050266867234313e-07 2.0211605249728781e-06 7.2465509633316702e-09 -8.9537941789785698e-08 -7.7277072553746013e-07 1.3907242990149999e-06 -8.3003055706853956e-07 -1.3538154695877127e-06 -1.3952042352151506e-06 9.0732563025907296e-07 5.4923610855439628e-07 -2.2472854382726837e-07 1.3417464641760388e-06 -1.6489846596338493e-06 2.5260501572759225e-08 1.5804465012207634e-08 8.0149417536584488e-07 -1.1747560341746067e-06
leaf_weight=20 22 21 31 37 27 37 25 39 39 23 24 27 25 21 22 20 30 21 20 22 29 26 25 20 27 24 37 2331 29 20
leaf_count=20 22 21 31 37 27 37 25 39 39 23 24 27 25 21 22 20 30 21 20 22 29 26 25 20 27 24 37 2331 29 20
internal_value=0 -4.03363e-09 3.68013e-09 -3.43806e-09 -8.41068e-09 -3.92656e-07 1.21822e-09 -7.80757e-09 -4.61126e-07 2.32952e-09 3.93527e-07 -1.4687e-07 -1.34549e-08 6.71175e-07 2.62915e-09 -5.71711e-09 6.05838e-09 6.82898e-07 -5.05855e-09 -7.51779e-07 3.84074e-09 1.03351e-08 -4.95e-07 2.11895e-08 6.75161e-07 8.7304e-09 -6.33459e-07 2.5012e-08 1.53733e-08 5.67635e-09
internal_weight=0 3101 3079 3048 3027 74 2953 2926 64 2862 111 87 2751 60 2728 2703 2661 43 2618 42 2588 2568 54 2514 47 2467 61 2406 2380 2351
internal_count=3121 3101 3079 3048 3027 74 2953 2926 64 2862 111 87 2751 60 2728 2703 2661 43 2618 42 2588 2568 54 2514 47 2467 61 2406 2380 2351
is_linear=0
shrinkage=0.1


Tree=8132
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 4 4 133 4 1447 480 481 403 4 2 1211 133 133 133 160 52 52 50 42 2 133 2 159 157 4 1 475
split_gain=7.55751e-10 1.07532e-09 7.85448e-10 7.87992e-10 7.69428e-09 8.72088e-09 6.40517e-09 3.82392e-09 4.5732e-09 1.20026e-08 3.61443e-09 3.44968e-09 7.38254e-09 3.43817e-09 4.2032e-09 6.8877e-09 5.67432e-09 3.49832e-09 4.21302e-09 1.45094e-08 2.92168e-09 4.69015e-09 2.80557e-09 6.24176e-09 3.11039e-09 2.42471e-09 4.00313e-09 1.16236e-08 3.09536e-09 7.10924e-09
threshold=0.12461500000000002 0.10737500000000001 -0.097919999999999993 -0.081714999999999996 -0.082349999999999993 -0.016679999999999997 -0.081224999999999978 -0.086359999999999978 0.086995000000000017 -0.081539999999999987 -0.5335399999999999 -0.080584999999999976 0.08542000000000001 0.10167000000000002 -0.14757499999999998 -0.37971999999999995 -0.097509999999999986 -0.42113499999999993 0.10473500000000001 0.092650000000000024 0.090295000000000014 0.086950000000000013 0.082850000000000021 0.039215000000000007 0.083935000000000023 0.10545500000000001 -0.0045449999999999996 -0.50052499999999989 0.10254500000000001 -0.0048199999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -5 -4 9 -9 -8 12 -12 14 15 -11 -16 -18 19 20 21 22 23 -19 -24 26 27 -26 29 -28
right_child=-2 -3 3 6 5 -7 10 8 -10 13 11 -13 -14 -15 16 -17 17 18 -20 -21 -22 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=-5.836513201242981e-07 -6.127417066181807e-07 6.4435664801119576e-07 1.3691906889334861e-06 -1.3691366992978667e-06 2.5109985969080568e-06 -8.0971298302756627e-08 1.1663756332871765e-06 1.9809259680414472e-06 -1.1309733382505431e-06 2.0240884786606172e-07 4.4669168744349011e-07 -2.4295736835514786e-09 -2.2378494089179771e-06 -1.3561268356454548e-06 1.4907090616134157e-06 -2.3350117351128578e-06 -1.1100443503307491e-06 -1.7399352744481199e-06 1.1679532513604104e-06 -2.6058282671891948e-06 1.0189972012967481e-06 1.1082882160846138e-06 1.240326871538855e-06 2.5305896525479156e-07 2.4679022724664419e-06 -9.1711666645378813e-07 -2.0749310842305136e-06 -4.2440527706868595e-07 7.7335322004046256e-07 -8.9205666336926047e-08
leaf_weight=23 20 26 20 35 27 25 26 30 36 23 20 2172 21 20 26 20 28 30 31 21 31 36 20 33 24 29 20 33 32 183
leaf_count=23 20 26 20 35 27 25 26 30 36 23 20 2172 21 20 26 20 28 30 31 21 31 36 20 33 24 29 20 33 32 183
internal_value=0 3.95328e-09 -1.46152e-09 2.92589e-09 8.97967e-08 1.26486e-06 -2.67951e-08 5.63249e-09 -3.29952e-08 2.60006e-08 -5.81164e-09 -1.95834e-08 -9.28317e-07 -6.56365e-08 -2.40078e-08 -9.77787e-07 4.70711e-08 -2.10498e-08 3.7252e-08 -3.39913e-08 8.06766e-08 1.45676e-08 -8.28927e-08 -6.95986e-07 3.03768e-08 -4.50095e-08 4.16039e-08 7.93408e-07 -1.40749e-07 -2.84844e-07
internal_weight=0 3101 3075 3052 778 52 2274 726 706 670 2239 2213 41 640 620 43 577 551 523 492 471 440 404 63 341 321 292 57 235 203
internal_count=3121 3101 3075 3052 778 52 2274 726 706 670 2239 2213 41 640 620 43 577 551 523 492 471 440 404 63 341 321 292 57 235 203
is_linear=0
shrinkage=0.1


Tree=8133
num_leaves=31
num_cat=0
split_feature=156 1425 1426 2 1447 2 1371 480 3 3 1447 1456 0 481 160 43 151 1456 15 1456 1212 1210 12 1210 52 1182 1186 132 3 399
split_gain=7.80063e-10 9.81163e-10 1.04217e-09 7.77433e-10 3.81641e-09 4.69433e-09 7.32176e-09 3.79327e-09 6.93572e-09 8.81714e-09 4.71329e-09 4.79926e-09 1.4868e-08 3.16102e-09 3.03957e-09 1.58283e-08 4.17382e-09 3.00616e-09 4.57382e-09 3.34311e-09 2.93232e-09 9.73102e-09 7.03819e-09 3.69314e-09 2.76754e-09 2.70927e-09 3.03121e-09 2.7527e-09 3.15975e-08 2.34879e-08
threshold=0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 0.087625000000000022 0.059120000000000013 0.087505000000000013 0.083235000000000017 0.08598500000000002 -0.085784999999999986 -0.081644999999999981 -0.086359999999999978 -0.091834999999999986 -0.085804999999999979 -0.062079999999999989 -0.54512499999999997 -0.077319999999999986 -0.52488999999999986 -0.079704999999999984 -0.084564999999999987 -0.071109999999999993 -0.089544999999999986 -0.21410999999999997 0.09364500000000002 -0.077744999999999995 0.50744500000000003 0.086460000000000009 -0.088589999999999988 -0.083284999999999984 -0.083344999999999989 0.089505000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 10 -9 -10 -1 12 -12 -11 15 -5 -16 18 -13 -19 22 -22 -18 -23 25 26 -21 28 -28 -29
right_child=-2 -3 -4 14 -6 -7 -8 8 9 13 11 17 -14 -15 16 -17 20 19 -20 24 21 23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-1.4128489952272814e-06 6.0741368499639935e-07 -6.2806033156448399e-07 6.1949910382787093e-07 -1.1792794836651412e-06 -1.1500226260243206e-06 1.5937894157858068e-06 -1.6806187232987213e-06 2.3576169246553037e-06 -1.2911213426984129e-06 2.0223192009893864e-06 -6.6710408633674021e-07 2.1519358597288374e-07 3.0131659016097685e-06 2.443931327889004e-07 -1.3053778190994679e-06 2.7991996131504496e-06 2.040606005431817e-06 1.3374781964614614e-06 -1.8978414240677921e-06 1.1694515051203779e-06 -2.0328335649537625e-06 1.3062293612620125e-06 -3.4954427679930893e-07 -6.1775759865510371e-08 -9.1442613135465472e-07 -1.0656654541749266e-06 -5.1495330983296021e-07 8.0463635278340609e-08 3.869528561815307e-06 -3.3011984434103801e-06
leaf_weight=22 21 25 27 20 26 20 24 20 24 20 23 21 21 20 27 20 22 20 20 25 25 20 28 1485 30 21 65 936 22 21
leaf_count=22 21 25 27 20 26 20 24 20 24 20 23 21 21 20 27 20 22 20 20 25 25 20 28 1485 30 21 65 936 22 21
internal_value=0 -4.12122e-09 9.5146e-10 -4.5278e-09 5.02307e-08 7.29264e-08 5.04782e-08 8.16926e-08 7.32139e-07 2.24177e-07 3.78775e-08 6.39313e-08 1.08939e-06 1.13336e-06 -5.11074e-08 8.0996e-07 -7.25404e-08 2.57263e-08 -8.15555e-07 5.59829e-08 -5.14729e-08 -7.61002e-08 7.02122e-07 -4.35963e-08 3.30991e-08 5.91778e-08 8.12748e-08 5.52169e-08 5.93766e-07 6.25788e-09
internal_weight=0 3100 3075 3048 1401 1375 1355 1331 84 64 1247 1225 44 40 1647 40 1607 1181 41 1140 1580 1530 50 1505 1120 1090 1069 1044 87 957
internal_count=3121 3100 3075 3048 1401 1375 1355 1331 84 64 1247 1225 44 40 1647 40 1607 1181 41 1140 1580 1530 50 1505 1120 1090 1069 1044 87 957
is_linear=0
shrinkage=0.1


Tree=8134
num_leaves=31
num_cat=0
split_feature=132 132 1203 483 12 483 482 482 42 39 2 123 123 39 9 33 3 40 42 33 34 46 472 457 457 457 457 473 2 2
split_gain=9.76404e-10 4.79531e-09 2.93871e-09 8.882e-10 4.00795e-09 1.69562e-09 1.89928e-09 1.80922e-09 5.21377e-09 3.43389e-09 2.29705e-09 9.8219e-10 1.46506e-09 1.62052e-09 3.63732e-09 4.72057e-09 1.61765e-09 2.5273e-09 4.96538e-09 1.28672e-09 2.06867e-09 1.30946e-09 2.97255e-09 1.1205e-09 2.31691e-09 1.91928e-09 1.66587e-09 1.99108e-09 1.5462e-09 6.06571e-09
threshold=-0.083174999999999985 -0.066044999999999979 0.089005000000000015 0.12236500000000002 0.094435000000000005 0.11517500000000001 0.11191500000000001 0.090355000000000005 0.089625000000000024 0.15619500000000003 0.092235000000000025 0.11679000000000002 0.08592000000000001 -1.0000000180025095e-35 0.092235000000000011 -0.0066799999999999993 -0.012304999999999998 -0.07632499999999999 0.093775000000000011 0.085305000000000006 -0.085114999999999982 0.10253500000000002 0.094800000000000009 -0.14786499999999997 -0.098834999999999992 -0.089059999999999986 -0.087124999999999994 -0.07576999999999999 0.10613000000000002 0.10497000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 7 9 10 11 -9 12 13 -3 15 -15 -14 18 -18 20 -17 22 23 -22 -25 -26 -27 -28 29 -29
right_child=1 3 -4 4 -6 -7 -8 8 -10 -11 -12 -13 16 14 -16 19 17 -19 -20 -21 21 -23 -24 24 25 26 27 28 -30 -31
leaf_value=-6.6737407801535186e-08 1.4231392827449934e-06 8.2071706765418642e-07 -1.1798932534540437e-06 -1.2404669084682092e-06 4.3687087896685251e-07 8.8611622495384598e-07 -8.1471027805995227e-07 5.6466047908543266e-07 1.8801452768002491e-06 -1.3060770277206758e-06 -7.1465376277046741e-07 5.5982962408052119e-07 8.174344089726666e-08 1.3935362418351361e-06 -9.7251532530343559e-07 1.0322402988549585e-06 -1.0133918213655843e-06 -1.5562283246865827e-06 9.4233546852657527e-07 -7.3206829577667005e-07 6.0508107496513824e-07 -7.3993092304091163e-07 1.2322230315930938e-06 -1.0717921466607549e-06 9.1810811842724825e-07 -8.467329062904869e-07 9.7782366039956243e-07 1.8648776040218519e-08 -1.6783847689479049e-07 1.5573779553626274e-06
leaf_weight=195 24 25 27 28 29 22 28 32 20 20 25 32 57 25 37 20 34 21 21 23 31 23 20 20 23 23 21 1747 442 26
leaf_count=195 24 25 27 28 29 22 28 32 20 20 25 32 57 25 37 20 34 21 21 23 31 23 20 20 23 23 21 1747 442 26
internal_value=0 1.54798e-08 -2.02121e-07 3.72892e-09 -3.87085e-07 1.16339e-08 4.75318e-09 1.30426e-08 4.90983e-07 -6.33188e-10 3.55774e-09 9.14176e-09 2.46422e-09 1.96292e-08 1.1557e-08 2.6455e-08 -3.2096e-07 -6.22988e-07 -2.6666e-07 1.23264e-08 1.94721e-08 1.09471e-08 1.82867e-08 7.88008e-09 -1.62157e-10 9.22987e-09 -2.38726e-11 8.68557e-09 -5.02649e-10 4.12133e-08
internal_weight=0 2899 222 2875 57 2818 2796 2768 77 2691 57 2671 2639 2506 2481 2444 133 76 55 2419 2396 2376 2353 2333 2302 2282 2259 2236 2215 1773
internal_count=3121 2899 222 2875 57 2818 2796 2768 77 2691 57 2671 2639 2506 2481 2444 133 76 55 2419 2396 2376 2353 2333 2302 2282 2259 2236 2215 1773
is_linear=0
shrinkage=0.1


Tree=8135
num_leaves=31
num_cat=0
split_feature=132 1185 1203 402 1212 402 1208 1210 1210 1208 401 1209 401 391 128 129 1182 47 2 47 40 16 51 47 44 47 0 9 10 401
split_gain=7.90855e-10 3.9416e-09 2.38475e-09 7.38587e-10 1.31097e-09 1.1339e-09 8.74724e-10 7.99462e-10 1.28204e-09 1.02325e-09 8.04016e-10 1.26107e-09 1.43433e-09 3.50023e-09 2.14528e-09 1.31004e-09 1.35076e-09 1.16674e-09 8.5585e-09 3.7157e-09 1.48969e-09 1.32269e-09 1.8172e-09 2.17331e-09 2.00608e-09 3.15538e-09 1.53403e-09 1.15194e-09 3.99739e-09 1.12548e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.31278000000000006 0.15049500000000002 0.13597000000000001 0.11531000000000001 -0.13847499999999999 -0.090569999999999998 0.097165000000000015 0.11655000000000001 -0.085894999999999985 0.10632500000000002 -0.088134999999999977 0.11976500000000002 -0.075474999999999987 0.084455000000000016 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.049474999999999998 0.5136400000000001 -0.040379999999999992 0.098995000000000014 0.099360000000000018 0.10280000000000002 -0.084384999999999988 0.08925000000000001 0.053330000000000009 0.092675000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -3 -9 10 11 -10 13 -13 15 -15 17 19 -19 27 -20 22 -22 -24 25 -25 -27 29 -29 -17
right_child=1 3 -4 -5 -6 -7 -8 8 9 -11 -12 12 -14 14 -16 16 -18 18 20 -21 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-5.7394152624098203e-08 1.3789748122473526e-06 5.9091516168732401e-07 -1.0446231941939136e-06 5.9484941846763145e-07 -7.8757600909912519e-07 5.7111502152500699e-07 -5.7894472827403942e-07 -7.6143378955541929e-07 -6.7570452794522382e-07 5.9585818879452689e-07 -5.3440738107773159e-07 -1.3151739685213216e-06 6.4710745618867803e-07 6.977112560788455e-07 1.0445187149343837e-06 -5.4388666668046858e-09 -7.8271185243879297e-07 -2.1802320142683127e-06 6.8296029579729436e-07 1.3527829607829473e-06 6.2309182145067361e-07 -8.349960118582955e-07 -9.9193440666601445e-07 1.2473973497218962e-06 -9.0971403494677365e-07 1.4638639033223844e-07 -6.4973533565147163e-07 1.5529772121053177e-06 -2.0179293379803369e-07 5.1734265785593638e-07
leaf_weight=194 21 23 28 21 21 35 26 22 27 29 28 20 35 27 20 2112 22 20 26 21 35 23 27 21 22 84 34 21 34 42
leaf_count=194 21 23 28 21 21 35 26 22 27 29 28 20 35 27 20 2112 22 20 26 21 35 23 27 21 22 84 34 21 34 42
internal_value=0 1.39275e-08 -1.8191e-07 3.96712e-09 -3.76082e-10 5.45297e-09 -1.61528e-09 3.79393e-09 -1.11297e-09 5.01416e-09 -1.32959e-09 4.25446e-09 1.11928e-08 2.6685e-09 1.2841e-08 4.81546e-09 -2.53839e-09 4.26725e-09 -1.83697e-07 2.88796e-08 -3.68929e-08 -1.12975e-07 -3.85064e-08 -1.61676e-07 -2.24404e-08 1.17991e-07 -8.30046e-08 1.62938e-08 4.6821e-07 4.75464e-09
internal_weight=0 2899 222 2878 2857 2836 2801 2775 2752 2730 2701 2673 2646 2611 2591 2571 2544 2522 292 2230 272 246 223 188 161 139 118 2209 55 2154
internal_count=3121 2899 222 2878 2857 2836 2801 2775 2752 2730 2701 2673 2646 2611 2591 2571 2544 2522 292 2230 272 246 223 188 161 139 118 2209 55 2154
is_linear=0
shrinkage=0.1


Tree=8136
num_leaves=31
num_cat=0
split_feature=1204 1185 130 40 147 142 11 147 447 151 15 15 13 52 1 13 4 10 4 51 33 4 2 1 4 471 474 475 474 156
split_gain=8.30717e-10 1.10703e-09 7.36561e-10 1.44306e-09 9.31733e-10 2.29618e-09 1.645e-09 1.20834e-09 2.2397e-09 1.36067e-09 1.17728e-09 1.16932e-09 1.36914e-09 2.47273e-09 2.78028e-09 2.17598e-09 3.57548e-09 1.84163e-09 1.66904e-08 2.03805e-08 1.63374e-09 1.39627e-09 4.15695e-09 1.99778e-09 1.47412e-09 5.81803e-09 2.24728e-09 2.1431e-09 1.5073e-09 1.42633e-09
threshold=0.053645000000000005 -0.10973499999999999 -0.23123999999999997 -0.24290999999999999 0.11204500000000002 -0.057499999999999989 -0.014494999999999999 0.095485000000000014 0.09227500000000001 -0.5666199999999999 -0.5556049999999999 -0.52744999999999986 -0.41572999999999993 0.0060650000000000009 0.11507500000000002 -0.17933499999999997 0.015030000000000002 -0.011559999999999999 0.053180000000000012 0.086310000000000012 -1.0000000180025095e-35 -0.50940999999999981 0.095195000000000016 0.080000000000000016 -0.50052499999999989 -0.085064999999999988 -0.23025999999999996 -0.079274999999999984 -0.091284999999999991 0.098195000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 8 9 -8 -11 -12 13 14 -13 16 -14 18 19 -17 -19 22 23 -22 27 -26 -27 -23 -28 -30
right_child=-2 2 3 4 -6 6 7 -9 -10 10 11 12 15 -15 -16 17 -18 20 -20 -21 21 24 -24 -25 25 26 28 -29 29 -31
leaf_value=-7.4666091677499934e-07 5.2368098219327905e-07 5.6352249892508721e-07 -8.5114777220951515e-07 1.0735268847383852e-06 -6.7920393803433404e-07 -8.6306432752859443e-07 8.2738472030996499e-07 5.9756969088031092e-07 -1.0310468301863045e-06 5.3175404979017957e-07 -7.5139172936576966e-07 -5.0399330640565099e-07 -1.6135458364177877e-06 1.3664569215166012e-06 8.3291376670656202e-07 -4.0849931042430394e-06 1.8935138825781906e-07 8.8860861881455228e-07 1.3555567047010949e-06 4.2948071325099587e-07 9.4807381969985724e-07 -9.9248463505738572e-08 -1.2877778752695692e-06 -3.9282047693234295e-07 -1.6939505644586464e-06 9.0931399167207666e-07 -7.8027601896716679e-07 1.1847069371329921e-06 -1.292697853672283e-09 3.5520793874767053e-07
leaf_weight=20 30 23 20 20 20 22 20 34 21 41 21 35 22 20 28 20 22 21 28 20 20 26 32 25 20 28 24 26 2294 118
leaf_count=20 30 23 20 20 20 22 20 34 21 41 21 35 22 20 28 20 22 21 28 20 20 26 32 25 20 28 24 26 2294 118
internal_value=0 -5.08486e-09 -2.55319e-10 -4.50955e-09 1.08251e-09 5.6057e-09 -1.54237e-09 4.84788e-09 -2.02543e-09 5.39795e-09 -2.88576e-10 -7.94252e-09 -2.42381e-09 3.97722e-07 9.01876e-08 -1.45185e-08 -7.12097e-07 -3.15901e-09 -5.1698e-07 -1.82776e-06 1.01059e-08 3.04563e-09 -4.16467e-07 2.03133e-07 1.57832e-08 4.75211e-09 1.85403e-08 5.42729e-07 8.3015e-09 1.6148e-08
internal_weight=0 3091 3071 3048 3028 3008 2988 2966 2932 2911 2891 2850 2829 83 63 2746 44 2702 68 40 2634 2613 77 45 2536 2484 2464 52 2436 2412
internal_count=3121 3091 3071 3048 3028 3008 2988 2966 2932 2911 2891 2850 2829 83 63 2746 44 2702 68 40 2634 2613 77 45 2536 2484 2464 52 2436 2412
is_linear=0
shrinkage=0.1


Tree=8137
num_leaves=31
num_cat=0
split_feature=40 130 40 33 9 1 132 1203 393 50 1186 391 128 129 51 403 51 51 1209 1452 42 4 2 50 12 2 51 160 13 1374
split_gain=8.03371e-10 2.1514e-09 1.42404e-09 7.71678e-10 1.17274e-09 2.22781e-09 8.45885e-10 2.07433e-08 1.38875e-08 3.58424e-09 8.25587e-10 1.47123e-09 1.4982e-09 8.85906e-10 8.76753e-10 5.79235e-09 9.12711e-09 4.43603e-09 3.18385e-09 2.14436e-09 2.55031e-09 2.05219e-09 4.48278e-09 4.29801e-09 4.05183e-09 5.89589e-09 7.27697e-09 2.70932e-09 3.9684e-09 1.81642e-09
threshold=-0.24620999999999996 -0.22699999999999995 -0.15322999999999998 -0.009184999999999997 0.088235000000000022 0.11507500000000002 -0.083284999999999984 0.089165000000000008 0.12679500000000002 0.10022000000000002 0.090275000000000008 -0.085594999999999991 0.11976500000000002 -0.04689999999999999 0.094075000000000006 -0.0031149999999999997 0.097935000000000008 0.090560000000000015 0.12417500000000002 0.11396500000000002 0.12293000000000001 0.033845000000000007 0.11144000000000001 0.096530000000000019 0.095330000000000012 0.093175000000000022 0.16385000000000002 -0.42113499999999993 -0.082574999999999982 -0.15734499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 9 10 -5 11 -8 13 -13 17 -16 -17 18 19 20 29 22 24 -24 25 27 -27 -18 -29 -15
right_child=1 2 3 4 5 -7 8 -9 -10 -11 -12 12 -14 14 15 16 21 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=6.3175735476761484e-07 -9.8944935929394395e-07 8.2363461507113598e-07 -4.9905674899264345e-07 -7.7980694811024703e-09 1.2702637964897198e-06 -2.5767178613023134e-08 -8.0417742083227499e-07 3.0227951262294599e-06 -2.6466283443937756e-06 -1.4221910610956457e-06 5.1121418008029476e-07 6.2450075523785966e-07 8.6130806803197407e-07 6.9060166132268418e-07 -1.3413508031116332e-06 1.8948315282467511e-06 -5.4077362568901229e-07 -1.134803199281325e-06 1.0437378940813297e-06 9.5334478787249697e-07 -8.1068057240719062e-07 -6.1274417128929045e-07 1.8641012060369476e-06 1.3832350777332274e-07 1.066860022660876e-06 -2.3289335646180779e-06 1.4220953181103886e-07 1.7559748357598437e-06 -1.0251435543085353e-07 -3.5566947819259144e-08
leaf_weight=20 22 21 31 172 21 36 23 23 20 20 31 22 20 35 24 31 29 36 28 22 42 37 27 31 25 26 22 20 27 2177
leaf_count=20 22 21 31 172 21 36 23 23 20 20 31 22 20 35 24 31 29 36 28 22 42 37 27 31 25 26 22 20 27 2177
internal_value=0 -4.06994e-09 2.97077e-09 -2.66492e-09 2.41871e-09 4.51718e-07 -6.2042e-09 1.84833e-07 -2.11128e-08 -1.55131e-07 -1.91338e-09 -7.79613e-09 -9.64068e-10 -7.44488e-09 -1.27131e-08 1.48534e-07 2.7856e-07 -3.33169e-08 -1.61061e-08 -2.91446e-08 -3.87341e-08 7.32141e-08 1.95825e-07 9.41703e-07 -9.45167e-08 -3.28665e-07 -1.19633e-06 2.19331e-07 6.88332e-07 -2.40769e-08
internal_weight=0 3101 3079 3058 3027 57 2970 215 2755 192 2735 2704 2681 2661 2639 299 275 2340 2304 2276 2254 244 207 58 149 124 48 76 47 2212
internal_count=3121 3101 3079 3058 3027 57 2970 215 2755 192 2735 2704 2681 2661 2639 299 275 2340 2304 2276 2254 244 207 58 149 124 48 76 47 2212
is_linear=0
shrinkage=0.1


Tree=8138
num_leaves=31
num_cat=0
split_feature=421 9 12 33 9 34 2 149 147 147 147 151 42 130 1 149 49 52 4 2 49 150 43 13 13 15 150 42 1375 150
split_gain=8.15494e-10 1.66877e-09 3.18342e-09 2.42146e-09 1.92288e-09 1.37032e-09 1.86119e-09 1.28131e-09 9.47974e-10 1.80145e-09 9.49507e-10 9.1362e-10 3.29991e-09 9.10636e-10 1.56988e-09 8.67843e-10 1.07426e-09 3.63047e-09 3.25428e-09 1.69643e-09 1.59099e-09 6.72945e-09 5.09305e-09 1.41294e-09 2.94518e-09 3.39914e-09 2.00737e-09 6.03316e-09 2.08453e-09 1.62775e-09
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.015429999999999998 -0.009184999999999997 0.085555000000000006 -0.08786999999999999 -0.045829999999999989 0.091325000000000003 0.099230000000000013 0.093875000000000014 0.090755000000000016 0.10561000000000002 0.088200000000000014 -0.23123999999999997 0.16540500000000002 0.079625000000000015 -0.087004999999999985 -0.013374999999999998 -0.017809999999999996 0.093680000000000013 -0.072814999999999977 0.090480000000000019 -0.0073899999999999999 -0.41572999999999993 -0.17933499999999997 -0.083359999999999976 0.11156000000000001 0.083795000000000022 -0.095009999999999997 0.093625000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7 8 9 10 11 13 -13 -8 15 16 17 18 -15 -19 21 22 -18 -22 25 -25 28 -28 -26 -30
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 -12 12 -14 14 -16 -17 20 19 -20 -21 23 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=-6.364971756056548e-07 -9.3047161219114333e-07 -2.9052053518864257e-07 1.3954045619731423e-06 8.2177962212881539e-07 9.1463812044940307e-07 -9.2511591819030329e-07 6.3585007526708894e-07 -5.5707691677614608e-07 5.8492828064312818e-07 -8.6251508832901893e-07 6.9409285003985137e-07 1.2752852002269796e-06 -3.3628228316552449e-07 -2.5373588262785538e-07 -8.5144928644612343e-07 6.2221406215650694e-07 5.9797962885448603e-07 7.9339536682709879e-07 -1.8768252955071929e-06 -3.8005047170744634e-07 4.3534896503488664e-07 1.7062021056192734e-06 -1.1982926867791254e-06 4.7290627662732733e-08 8.1771865218856449e-07 -1.7963861716907558e-06 -1.7067627088636072e-06 6.2343909284834359e-07 3.9556067116300758e-10 -8.6381787644478953e-07
leaf_weight=20 28 21 24 20 23 22 22 41 28 24 20 24 27 30 22 22 38 28 21 22 69 28 27 20 31 20 25 20 2332 22
leaf_count=20 28 21 24 20 23 22 22 41 28 24 20 24 27 30 22 22 38 28 21 22 69 28 27 20 31 20 25 20 2332 22
internal_value=0 4.10949e-09 6.0864e-07 -4.7923e-09 3.76749e-09 -3.20423e-09 -8.73176e-09 -1.9277e-09 5.86187e-09 2.59293e-10 7.47413e-09 2.65575e-09 4.22102e-07 -4.9869e-09 -1.00637e-08 -3.34488e-09 -8.38048e-09 -3.2843e-07 -9.22067e-07 2.77079e-07 3.90106e-09 4.1014e-07 -1.48164e-07 -1.09789e-08 -2.34472e-08 -8.74548e-07 -9.43726e-09 -6.71117e-07 3.04727e-09 -7.6812e-09
internal_weight=0 3101 45 3056 3028 3005 2985 2963 2922 2894 2870 2850 51 2799 2777 2755 2733 101 51 50 2632 93 65 2539 2470 40 2430 45 2385 2354
internal_count=3121 3101 45 3056 3028 3005 2985 2963 2922 2894 2870 2850 51 2799 2777 2755 2733 101 51 50 2632 93 65 2539 2470 40 2430 45 2385 2354
is_linear=0
shrinkage=0.1


Tree=8139
num_leaves=31
num_cat=0
split_feature=156 1426 1429 160 3 4 1429 475 1429 1429 153 157 157 49 157 157 4 4 1445 1447 1446 480 481 43 481 1455 0 3 1455 2
split_gain=7.89291e-10 9.59918e-10 8.86165e-10 2.20563e-09 5.41726e-09 5.0295e-09 1.95223e-09 1.02725e-09 1.95416e-09 9.1096e-10 1.347e-09 8.6178e-10 5.62574e-09 5.08962e-09 4.53346e-09 3.15498e-09 2.07276e-09 1.33533e-09 1.12088e-09 2.41649e-09 3.96833e-09 4.10976e-09 2.91288e-09 7.32069e-09 4.52508e-09 1.85757e-09 6.40815e-09 1.02111e-08 3.37292e-09 2.25416e-09
threshold=0.32523500000000005 -0.085619999999999988 -0.060529999999999994 -0.090484999999999996 -0.073309999999999986 -0.016304999999999997 -0.0091699999999999993 0.058495000000000012 0.12387000000000002 0.11475 0.082840000000000011 -0.087424999999999989 -0.086394999999999986 0.0093850000000000027 -0.085474999999999982 -0.083699999999999983 -0.010655 -0.046564999999999988 0.077020000000000019 0.059120000000000013 -0.088809999999999986 0.11387000000000001 -0.087424999999999989 -0.025214999999999998 -0.085629999999999984 0.087050000000000016 -0.069824999999999984 -0.082689999999999986 0.077080000000000023 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4 8 9 10 11 13 -13 16 -14 -16 17 -8 19 20 -17 22 23 -22 -24 28 27 -27 -26 -29
right_child=-2 2 6 4 -6 -7 7 -9 -10 -11 -12 12 14 -15 15 18 -18 -19 -20 -21 21 -23 24 -25 25 26 -28 29 -30 -31
leaf_value=-6.3411077052914306e-07 6.1100619769642137e-07 1.1547062340271268e-06 -9.4712191091937048e-07 4.8195667567394755e-07 1.3571536041603223e-06 -1.5874307725501543e-06 2.8715600009832087e-07 5.219880253010874e-07 -9.4716780267845031e-07 6.7143323292384602e-07 -8.0376671955188306e-07 1.5037404969007186e-06 -1.3715425457879369e-06 -1.4607080646345385e-06 1.2602537452721664e-06 -1.4071758454292649e-06 7.8409199924559903e-07 -8.4184220367236853e-07 -7.2811146521546892e-07 9.8388522610548546e-07 -2.0437194764425564e-06 1.4001165275041268e-06 1.2102571582039263e-06 5.3871204413337094e-07 1.8203200282489559e-09 -2.6093345423839273e-06 1.0449729546261703e-06 3.078653492138983e-07 1.2456866133189496e-06 -9.0259084890931273e-07
leaf_weight=24 21 23 22 23 21 24 20 37 22 20 21 25 24 27 20 20 30 22 21 25 23 21 31 21 2399 23 24 40 22 25
leaf_count=24 21 23 22 23 21 24 20 37 22 20 21 25 24 27 20 20 30 22 21 25 23 21 31 21 2399 23 24 40 22 25
internal_value=0 -4.13527e-09 7.80016e-10 3.08188e-07 2.1866e-08 -5.74752e-07 -8.59156e-09 -1.62306e-09 -8.24425e-09 -1.13119e-09 -5.7953e-09 5.77888e-11 1.04411e-08 -2.89836e-07 -3.18886e-09 8.90708e-09 1.49241e-07 -3.04224e-07 -3.79351e-10 5.33582e-09 -3.89926e-09 6.7761e-09 -4.44328e-09 -8.11195e-07 9.40114e-09 -5.29548e-09 -4.03442e-07 -7.98464e-07 1.31235e-08 -1.57695e-07
internal_weight=0 3100 3076 91 68 47 2985 2963 2926 2904 2884 2863 2764 99 2739 2715 72 42 2695 2674 2649 2629 2608 44 2564 2533 112 88 2421 65
internal_count=3121 3100 3076 91 68 47 2985 2963 2926 2904 2884 2863 2764 99 2739 2715 72 42 2695 2674 2649 2629 2608 44 2564 2533 112 88 2421 65
is_linear=0
shrinkage=0.1


Tree=8140
num_leaves=31
num_cat=0
split_feature=1429 1417 472 52 12 16 1426 376 47 47 47 1 3 157 2 1 47 4 3 43 475 475 484 151 157 151 13 15 447 132
split_gain=8.36295e-10 2.11961e-09 1.10782e-09 2.18164e-09 4.86046e-09 1.49941e-09 1.9857e-09 1.07285e-09 1.00314e-09 5.81506e-09 3.52984e-09 1.44045e-09 1.80738e-09 3.18179e-09 2.0405e-09 1.39723e-09 2.17702e-09 3.05327e-09 2.04689e-09 1.89794e-09 1.25759e-09 1.1424e-08 8.34501e-09 3.56167e-09 2.69219e-09 1.4672e-09 5.04772e-09 6.66321e-09 2.14122e-09 1.50078e-09
threshold=0.12521000000000002 -0.080324999999999994 -0.38234499999999999 -0.56022499999999986 0.086565000000000017 0.63636000000000015 -0.078524999999999998 0.11357500000000002 0.092165000000000011 0.09585500000000001 0.089785000000000018 0.13927000000000003 0.097915000000000016 -1.0000000180025095e-35 0.11704500000000001 0.11588000000000001 0.10843500000000002 0.0049200000000000008 -0.079379999999999992 -0.077824999999999991 -0.086279999999999982 -0.085684999999999997 0.085790000000000019 -0.50825999999999982 -0.080799999999999983 -0.10737499999999998 -0.0095349999999999983 -0.016799999999999995 0.094580000000000011 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 8 10 -10 20 12 13 -11 -14 16 18 -18 -15 -17 22 -22 24 -23 -8 26 27 -25 29 -27
right_child=-2 2 3 5 -6 -7 7 -9 9 11 -12 -13 14 15 -16 19 17 -19 -20 -21 21 23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=-9.8223572112229629e-07 6.445619362693833e-07 -7.2100809125870353e-07 -2.5537008317163177e-07 9.1017541246074531e-07 1.5940408464606056e-06 -6.198545035064084e-07 1.0696864977865556e-06 6.4916108601664753e-07 -1.5804230856617694e-06 -1.3032595069262243e-06 1.3029709707877504e-06 -7.8769585845073217e-07 1.2286226652354535e-06 -1.6887635323208792e-07 -7.5377515310985171e-08 1.1739375999943811e-06 1.4337832510591397e-07 -1.2608661708046753e-06 8.3050122730021773e-07 -1.1195043114753389e-07 2.3372321769394541e-06 -1.3341246720699473e-06 -2.0123775157018196e-06 -1.0282845876119496e-06 -2.5066319843043605e-07 2.7973272471134199e-07 1.6038342080264558e-06 1.2641399334392018e-06 -8.6225798593753518e-07 -2.0834972217619376e-08
leaf_weight=22 20 21 30 24 27 39 23 25 27 20 21 24 24 57 24 22 30 32 32 24 21 20 23 32 47 180 25 21 29 2155
leaf_count=22 20 21 30 24 27 39 23 25 27 20 21 24 24 57 24 22 30 32 32 24 21 20 23 32 47 180 25 21 29 2155
internal_value=0 -4.16314e-09 2.82536e-09 7.79609e-09 6.20667e-07 -3.84457e-09 4.2663e-09 -3.13391e-09 -8.73205e-09 -1.76962e-07 1.17379e-08 -4.58425e-08 2.13443e-08 -1.01482e-07 5.76623e-07 2.05256e-08 -1.26465e-07 -5.81393e-07 1.9045e-07 5.03039e-07 1.21159e-09 1.47338e-08 -3.59818e-07 -5.07626e-09 1.83166e-07 5.80865e-09 4.32534e-07 -1.19965e-07 -8.27113e-09 2.33513e-09
internal_weight=0 3101 3079 3058 57 3001 2962 2938 2913 316 2597 289 265 217 48 197 151 62 89 46 2576 2483 93 2462 70 2442 78 53 2364 2335
internal_count=3121 3101 3079 3058 57 3001 2962 2938 2913 316 2597 289 265 217 48 197 151 62 89 46 2576 2483 93 2462 70 2442 78 53 2364 2335
is_linear=0
shrinkage=0.1


Tree=8141
num_leaves=31
num_cat=0
split_feature=132 394 1203 483 12 482 482 482 52 39 1455 1447 1455 51 473 1456 49 158 13 52 471 43 15 16 43 4 4 52 13 52
split_gain=9.92481e-10 4.19878e-09 3.12109e-09 7.9546e-10 3.19654e-09 1.78214e-09 1.25426e-09 1.10555e-09 3.7717e-09 3.41109e-09 1.04698e-09 2.75382e-09 1.19281e-09 1.31959e-09 1.82932e-09 1.24645e-09 3.14579e-09 2.39509e-09 1.15688e-09 5.55627e-09 4.30563e-09 2.05504e-09 2.91128e-09 2.78551e-09 1.83628e-09 1.50704e-09 5.36756e-09 2.92773e-09 4.53517e-09 1.58944e-09
threshold=-0.083174999999999985 0.11233000000000001 0.089005000000000015 0.12236500000000002 0.094435000000000005 0.11524000000000002 0.10932500000000002 0.090355000000000005 -0.026204999999999996 0.15619500000000003 -0.091944999999999985 -0.082229999999999984 -0.065979999999999983 -0.44986999999999994 -0.07576999999999999 0.10880000000000002 0.084945000000000007 0.12794000000000003 0.10002500000000002 -0.24456499999999998 -0.081099999999999992 -0.027014999999999997 0.090455000000000021 -0.092484999999999984 -0.43469499999999994 -0.50940999999999981 -0.52556499999999995 -0.56022499999999986 0.084330000000000016 -0.23375999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 7 9 -9 10 11 -2 -12 -14 -15 17 -17 18 20 -20 -16 22 23 -21 -25 26 -22 -27 29 -29
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 12 -13 13 14 15 16 -18 -19 19 21 25 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-6.4255681731759609e-08 1.3608194245762207e-06 1.459529316463204e-06 -1.2114331382320045e-06 -1.1263947685945045e-06 3.7156293027190511e-07 8.536071711660042e-07 -7.8354553011195106e-07 -3.0982239596779127e-07 1.1086029868803619e-06 -1.3004175957576081e-06 -5.7755916064447123e-07 -2.2799713027173616e-07 -5.7483452892663423e-07 9.7144414667127422e-07 -1.4361173613440856e-06 -1.331466810166435e-06 3.2245812979394741e-07 9.089439208764816e-07 1.4257450391098841e-06 8.6471503948359904e-07 2.5075134563256902e-07 8.345452434136511e-07 -9.75026756222519e-07 9.1344630435906166e-08 -9.2627119965982273e-07 8.8735679774368979e-07 -1.5283655747972652e-06 -2.6730650214915069e-07 -1.3371406439546263e-06 4.4232444860278575e-08
leaf_weight=195 20 20 27 28 29 25 20 38 37 20 35 24 38 20 21 23 23 30 33 34 43 26 32 61 25 38 28 179 25 1924
leaf_count=195 20 20 27 28 29 25 20 38 37 20 35 24 38 20 21 23 23 30 33 34 43 26 32 61 25 38 28 179 25 1924
internal_value=0 1.5608e-08 -2.03777e-07 5.57725e-09 -3.64276e-07 1.30477e-08 5.53466e-09 1.12176e-08 3.89934e-07 7.05512e-10 1.04081e-08 4.94192e-07 2.33896e-09 1.01363e-08 1.88025e-08 1.13161e-08 -5.04504e-07 2.0811e-08 1.00196e-08 2.33945e-07 -1.09052e-08 1.29937e-08 -1.27535e-07 9.84629e-08 -2.04474e-07 2.47406e-09 -4.50872e-07 1.73344e-08 1.79833e-09 1.77153e-08
internal_weight=0 2899 222 2879 57 2822 2797 2777 75 2702 2682 44 2638 2603 2565 2545 46 2499 2469 211 2258 178 152 120 86 2237 71 2166 2128 2103
internal_count=3121 2899 222 2879 57 2822 2797 2777 75 2702 2682 44 2638 2603 2565 2545 46 2499 2469 211 2258 178 152 120 86 2237 71 2166 2128 2103
is_linear=0
shrinkage=0.1


Tree=8142
num_leaves=31
num_cat=0
split_feature=132 1203 399 393 1 402 160 480 4 3 43 3 15 13 133 1 120 39 39 40 14 157 45 9 9 41 11 34 2 13
split_gain=8.04051e-10 4.37343e-09 3.79833e-09 1.07685e-09 3.5941e-09 1.00879e-09 4.14391e-09 1.5467e-08 4.70216e-09 1.03106e-08 1.22665e-08 9.90492e-09 9.88136e-09 5.04757e-09 3.80268e-09 1.37568e-09 2.39713e-09 1.67268e-09 1.65855e-09 2.89517e-09 1.75567e-09 5.02347e-09 4.24368e-09 1.94027e-09 1.84711e-09 2.2957e-09 3.45092e-09 2.26696e-09 3.1424e-09 1.39311e-09
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.088255000000000014 0.088975000000000012 0.088505000000000014 -0.025879999999999997 0.086995000000000017 -0.080924999999999983 -0.078724999999999976 -0.0040649999999999983 -0.075634999999999994 0.085730000000000015 -0.082014999999999991 -0.054584999999999995 0.16540500000000002 1.0000000180025095e-35 0.12768500000000002 0.10262 -0.050459999999999998 -0.31455999999999995 -1.0000000180025095e-35 0.094030000000000016 0.092890000000000014 0.088235000000000022 0.086565000000000017 0.081365000000000007 -0.08786999999999999 -0.080614999999999978 -0.089109999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 15 -7 8 12 10 14 -11 -8 -13 -10 16 17 18 20 -20 21 -2 23 24 25 27 -27 -22 -29 -30
right_child=2 -3 -4 4 -6 6 7 -9 9 11 -12 13 -14 -15 -16 -17 -18 -19 19 -21 22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-4.2404442768942117e-08 1.823403839580351e-06 -1.5947726194909253e-06 1.0070580832402094e-06 2.2346994512645325e-07 -1.3950921386466413e-06 1.2431633116489829e-06 -1.6507644886587514e-07 -2.5435535430265839e-06 6.5637868902417873e-07 2.5857991721006163e-06 -2.9088494757377793e-06 -1.093923719963641e-06 2.1964739262865111e-06 9.301940291298447e-07 -1.1122400140095579e-06 8.1599851796454471e-07 -7.945525427343315e-07 7.9344953095327437e-07 1.6646441292067493e-07 -1.1684752838515454e-06 9.5432487749273309e-07 -1.6330563511246511e-07 -1.2361651060237885e-06 8.9682563088426073e-07 -8.7968466099634195e-07 1.6890188601337286e-06 -5.8190408717214624e-08 -1.1608480673904372e-06 -2.0649829883769054e-07 2.2510699612772422e-08
leaf_weight=196 20 20 38 34 23 33 37 21 31 22 21 22 34 28 20 20 39 26 32 33 24 35 28 24 24 20 26 24 310 1856
leaf_count=196 20 20 38 34 23 33 37 21 31 22 21 22 34 28 20 20 39 26 32 33 24 35 28 24 24 20 26 24 310 1856
internal_value=0 -1.86142e-07 1.38388e-08 6.74358e-10 -4.29634e-07 9.40303e-09 1.93553e-07 4.67858e-08 2.99796e-07 -2.85848e-08 -8.74762e-07 8.17593e-07 9.65807e-07 3.95822e-08 -3.71973e-08 -1.00918e-08 -1.66455e-08 -4.42214e-09 -1.28687e-08 -5.11274e-07 6.80634e-10 5.59134e-07 -1.24679e-08 2.37766e-09 -7.02109e-09 2.24613e-09 7.01466e-07 -1.22815e-08 -2.28744e-08 -1.02653e-08
internal_weight=0 216 2905 2867 57 2810 269 236 215 144 72 72 71 50 51 2541 2521 2482 2456 65 2391 55 2336 2308 2284 2260 46 2214 2190 2166
internal_count=3121 216 2905 2867 57 2810 269 236 215 144 72 72 71 50 51 2541 2521 2482 2456 65 2391 55 2336 2308 2284 2260 46 2214 2190 2166
is_linear=0
shrinkage=0.1


Tree=8143
num_leaves=31
num_cat=0
split_feature=44 480 483 483 158 480 480 481 2 484 484 2 481 1456 1452 482 482 1 482 483 482 454 482 9 33 8 1447 3 12 483
split_gain=8.55155e-10 8.06303e-10 9.901e-10 1.76774e-09 1.61985e-09 1.05598e-09 1.6768e-09 1.39684e-09 8.04619e-09 5.12117e-09 2.06901e-08 1.31452e-08 3.03386e-09 2.94269e-09 1.64976e-09 1.44822e-09 1.62604e-09 5.22018e-09 2.82289e-09 6.34337e-09 4.70089e-09 1.24727e-09 2.29073e-09 1.31083e-09 5.08292e-09 1.76316e-09 1.2653e-09 2.84001e-09 3.24502e-09 2.41149e-09
threshold=0.094585000000000016 0.12769000000000003 0.13622000000000004 0.12325000000000001 -0.47356499999999996 0.11191000000000002 0.10344000000000002 -0.081614999999999979 0.083715000000000026 -0.081614999999999979 0.041405000000000004 0.086330000000000004 -0.079764999999999989 0.085185000000000011 -1.0000000180025095e-35 0.11524000000000002 0.098465000000000011 0.16540500000000002 0.089605000000000018 0.087775000000000006 0.087425000000000017 -0.081344999999999987 0.084620000000000015 0.092235000000000011 -0.0066799999999999993 0.097795000000000007 -0.082229999999999984 -0.078084999999999988 0.086345000000000019 -0.46939499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 11 -11 -10 -9 -13 -14 16 17 18 20 -20 21 -16 23 24 -23 -25 27 28 -26 -28
right_child=-2 -3 -4 -5 5 -7 -8 12 9 10 -12 13 14 -15 15 -17 -18 -19 19 -21 -22 22 -24 25 26 -27 29 -29 -30 -31
leaf_value=8.9731949174165501e-07 4.6533092049918569e-07 -6.0911456888458248e-07 6.9974612472378793e-07 -8.9930598221599214e-07 1.5961947951836919e-06 6.2889177456781917e-07 -7.6786725752095545e-07 -1.1892726503633226e-06 -2.5461675823142592e-06 3.0865251284240002e-06 -1.3112879129118443e-06 -5.5229195879746843e-07 -7.8816926563579027e-07 1.0751057565130396e-06 5.5863343570643722e-07 8.4518669410726951e-07 -6.4994452679766021e-07 1.4686410888013294e-06 1.3080184668723405e-07 -2.1394371596272779e-06 1.5289592204226211e-06 1.448333310290669e-06 -1.0120037916541823e-06 -1.1835668570628597e-06 -1.9324431223464801e-08 8.2478287181815676e-08 -1.093875940092576e-06 -6.1182897373631322e-07 1.4899488204805338e-06 -1.7523013561598698e-08
leaf_weight=20 39 22 20 22 36 26 29 22 24 20 23 20 27 25 38 20 39 24 32 20 20 24 23 22 28 22 21 21 29 2363
leaf_count=20 39 22 20 22 36 26 29 22 24 20 23 20 27 25 38 20 39 24 32 20 20 24 23 22 28 22 21 21 29 2363
internal_value=0 -5.88567e-09 -1.54873e-09 -6.16251e-09 3.48144e-10 -5.63565e-09 -1.11867e-08 -3.73045e-09 2.9566e-07 -1.22369e-07 7.34207e-07 -6.56177e-07 -1.95837e-08 3.51818e-07 -1.03038e-08 -2.65544e-09 -8.87585e-09 4.28831e-10 -1.28033e-08 -7.42367e-07 1.72653e-09 -1.00622e-08 -1.85269e-08 -9.49534e-09 8.0751e-11 -5.50544e-07 -1.40371e-08 3.82295e-07 7.48551e-07 -2.70043e-08
internal_weight=0 3082 3060 3040 3018 2998 2972 2943 148 112 43 69 2795 45 2773 2746 2726 2687 2663 52 2611 2591 2553 2530 2486 44 2462 78 57 2384
internal_count=3121 3082 3060 3040 3018 2998 2972 2943 148 112 43 69 2795 45 2773 2746 2726 2687 2663 52 2611 2591 2553 2530 2486 44 2462 78 57 2384
is_linear=0
shrinkage=0.1


Tree=8144
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1453 1455 1455 1455 1447 1447 4 481 4 1447 15 1444 1453 51 15 51 480 160 159 1453 2 2 2 3 2 13
split_gain=7.56977e-10 2.21063e-08 1.29526e-08 3.64866e-09 7.42053e-10 1.22787e-09 3.55291e-09 3.25453e-09 1.06411e-09 1.69336e-08 1.04977e-08 5.99994e-09 4.24653e-09 3.30804e-09 9.3774e-09 3.36183e-09 1.74453e-09 2.50205e-09 3.23968e-09 1.47369e-09 1.62626e-09 3.1951e-09 1.81406e-09 1.51288e-09 2.50161e-09 1.77979e-09 5.23546e-09 8.28765e-09 4.01414e-09 5.41513e-09
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.087504999999999986 -0.24112999999999998 -0.097209999999999977 -0.089344999999999994 -0.086279999999999982 -0.085684999999999997 -0.085594999999999991 -0.081334999999999977 -0.0043399999999999992 -0.082344999999999988 0.087575000000000014 -0.066134999999999985 -0.079499999999999987 -0.46007999999999993 -0.067579999999999987 -0.43587999999999999 0.11240000000000001 -0.53908999999999996 0.13810000000000003 -1.0000000180025095e-35 0.086885000000000004 0.08622500000000001 0.085485000000000019 -0.084524999999999975 0.086590000000000014 -0.084319999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 -7 -8 10 -10 -9 -12 -13 14 -11 -15 -17 18 -18 -19 21 -21 23 24 -23 26 -25 -28 29 -27
right_child=2 -3 4 -5 5 6 7 8 9 13 11 12 -14 15 -16 16 17 19 -20 20 -22 22 -24 25 -26 28 27 -29 -30 -31
leaf_value=-4.0322770381111836e-09 -2.4307382886945563e-06 3.2643000454733007e-06 -4.4001289884240456e-07 -1.4285706242844755e-06 6.2667233837743205e-07 -1.2921351223364279e-06 1.1729455601757385e-06 -2.3565479079934448e-06 2.9137249725863515e-06 3.5324481046927762e-07 1.3763682675614423e-06 -1.5703271304801093e-06 4.2205394552381583e-07 1.3008972689476651e-06 -2.2616520728509688e-06 9.0710434262421462e-07 1.0719644293999409e-07 8.5937405629010761e-07 -1.6927138972278045e-06 -9.8779402202870363e-07 8.1675219310758024e-07 -1.4061216404570587e-06 9.0677123193539837e-07 4.5807158165318205e-08 1.7552778842855334e-07 1.3969304291094886e-07 5.823534609459915e-08 2.2792996600985916e-06 -3.4519107094393779e-08 -2.1594798435368529e-06
leaf_weight=178 22 21 37 20 32 21 24 20 20 32 28 20 23 20 24 21 20 20 20 33 24 20 22 823 20 20 42 28 1445 21
leaf_count=178 22 21 37 20 32 21 24 20 20 32 28 20 23 20 24 21 20 20 20 33 24 20 22 823 20 20 42 28 1445 21
internal_value=0 1.79275e-07 -1.353e-08 -1.47925e-07 4.93475e-09 1.07255e-08 3.71364e-09 1.34673e-08 3.40679e-09 1.48468e-08 -3.32879e-07 2.37169e-07 -5.04635e-07 -6.99035e-09 -7.67425e-07 9.39456e-09 -6.20976e-10 -8.07298e-09 -7.92759e-07 4.39224e-09 -2.45309e-09 -1.04001e-08 2.81333e-09 -5.40787e-09 -6.15297e-07 4.84668e-09 1.16423e-07 9.46661e-07 -6.22041e-08 -1.03793e-06
internal_weight=0 219 2902 198 2880 2843 2811 2790 2766 2675 91 71 43 2655 56 2599 2579 2558 40 2518 2498 2474 2441 2419 40 2379 893 70 1486 41
internal_count=3121 219 2902 198 2880 2843 2811 2790 2766 2675 91 71 43 2655 56 2599 2579 2558 40 2518 2498 2474 2441 2419 40 2379 893 70 1486 41
is_linear=0
shrinkage=0.1


Tree=8145
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1213 42 2 1213 16 1213 40 130 12 483 158 158 484 1453 481 160 2 481 481 2 2 42 3 2 2 2
split_gain=7.48912e-10 5.05314e-09 1.87077e-09 1.55712e-09 9.32467e-10 8.48029e-10 1.60234e-09 2.17851e-09 1.06166e-09 7.31219e-10 7.24334e-10 2.19221e-09 1.34098e-09 8.82774e-10 1.75821e-09 2.00855e-09 1.641e-09 1.61928e-09 1.48364e-09 2.87889e-09 1.39502e-09 1.48949e-08 1.0954e-08 4.59436e-09 4.54641e-09 9.39183e-09 1.43348e-08 4.74246e-09 6.16122e-09 6.3091e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.086260000000000017 -0.049004999999999993 0.089125000000000024 -0.0074849999999999995 -0.084939999999999988 0.51370000000000016 -0.24620999999999996 -0.22699999999999995 0.14786000000000002 -0.47181499999999993 0.12212000000000002 0.11651000000000002 -0.065594999999999987 -0.087504999999999986 -0.15689499999999998 -0.55045999999999984 0.083585000000000007 -0.082049999999999984 -0.095944999999999989 0.082275000000000015 0.084415000000000004 0.086325000000000013 -0.086424999999999988 0.084715000000000013 0.084855000000000014 0.084985000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 -7 10 -3 -12 13 -13 15 17 -16 -15 -19 -20 21 -21 -22 -23 25 26 -24 -26 -29 -30
right_child=1 9 -4 -5 -6 8 -8 -9 -10 -11 11 12 -14 14 16 -17 -18 18 19 20 22 23 24 -25 27 -27 -28 28 29 -31
leaf_value=1.090898354050296e-07 1.5591373431518498e-06 5.9775442878162727e-07 -9.9190408081994987e-07 -8.8751436621913906e-07 6.0277155971751508e-07 -1.9010211178446741e-07 2.5461689462201409e-07 -1.2791256936522519e-06 5.6297616216246143e-07 6.0482883384338499e-07 -1.0005179983739833e-06 5.4305228959178907e-07 6.4525868339604395e-07 -6.952033178255507e-07 -5.2780312861007899e-08 8.9102799938700644e-07 -1.2484641651801873e-06 -6.8842119404625039e-07 9.2165355036232709e-07 -2.8142937424036064e-06 2.3683953929776182e-06 1.0085802358228256e-08 4.5548337045498888e-08 -1.2356561609844758e-06 -1.2435071414896109e-06 -1.0542208672502188e-06 3.220105423679343e-06 1.667195667597422e-06 -1.6995449507042147e-06 4.8152321009747149e-09
leaf_weight=20 21 20 25 21 24 39 31 26 36 20 22 29 32 34 24 25 22 31 34 20 20 658 33 31 31 21 25 22 22 1702
leaf_count=20 21 20 25 21 24 39 31 26 36 20 22 29 32 34 24 25 22 31 34 20 20 658 33 31 31 21 25 22 22 1702
internal_value=0 1.35548e-08 -1.77018e-07 -7.36065e-08 2.35076e-08 -6.79552e-08 -3.01069e-07 -6.75554e-07 1.71375e-07 2.27708e-09 -1.93952e-09 -6.16569e-09 1.60269e-09 -5.79566e-09 -1.1573e-08 -1.16304e-09 -6.24629e-07 -9.47332e-09 -6.75273e-10 7.46529e-09 -4.55885e-09 -1.24055e-07 4.06024e-08 -4.59635e-08 1.55184e-08 7.57811e-07 1.41389e-06 -1.74816e-08 4.28628e-09 -1.69341e-08
internal_weight=0 2899 222 197 176 152 77 46 75 2878 2858 2838 2816 2784 2755 2709 46 2684 2650 2619 2585 709 1876 689 1856 79 58 1777 1746 1724
internal_count=3121 2899 222 197 176 152 77 46 75 2878 2858 2838 2816 2784 2755 2709 46 2684 2650 2619 2585 709 1876 689 1856 79 58 1777 1746 1724
is_linear=0
shrinkage=0.1


Tree=8146
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 130 1 3 50 4 156 16 150 2 49 1348 147 0 12 0 16 2 9 10 13 33 10 48 10 2 2
split_gain=7.5803e-10 2.19553e-08 1.19206e-08 4.50515e-09 7.13759e-10 1.95453e-09 9.16129e-10 2.44686e-09 5.02841e-09 2.27096e-09 2.26906e-09 6.37962e-09 3.47132e-09 2.37599e-09 1.97005e-09 2.09852e-09 1.5915e-09 4.6767e-09 4.18416e-09 8.11978e-09 3.41366e-09 1.60939e-09 3.73865e-09 1.40716e-09 1.2572e-09 2.03728e-09 5.73958e-09 4.94408e-09 1.14043e-09 6.67193e-09
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.23123999999999997 0.16540500000000002 0.11658 0.091320000000000012 -0.15289999999999995 0.3248100000000001 -0.072359999999999994 0.11235000000000002 0.12043500000000001 -1.0000000180025095e-35 0.090600000000000014 0.095485000000000014 0.12358500000000001 0.096075000000000008 0.056435000000000006 0.10246000000000001 0.10467500000000002 0.092235000000000011 0.0036750000000000007 -0.17933499999999997 0.085305000000000006 -0.013164999999999998 0.084855000000000014 -0.0082499999999999987 0.10584500000000001 0.10699500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 9 8 -8 14 11 13 -12 -10 15 16 18 20 21 -20 -18 22 23 -6 25 26 -25 -27 -29 -30
right_child=2 -3 4 -5 5 -7 7 -9 10 -11 12 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=1.3212125985022937e-08 -2.3324592420563436e-06 3.2538739809578625e-06 5.5901972473293426e-07 -1.5697190906394099e-06 -7.6398582796362772e-07 -8.9892751541735076e-07 1.6666380461174413e-06 -5.6424119212091942e-07 -8.4133656378071468e-07 -1.0209297675539182e-06 -1.3991327405516955e-06 1.7928936460975821e-06 3.448669162935403e-07 3.0580375682103091e-07 -9.8927072940568899e-07 9.7954434130025975e-07 5.8073542656226595e-07 1.4597402923754999e-06 1.8541580622131108e-07 -2.3622764072942202e-06 -8.1284512774004727e-07 -7.0265987588413743e-07 1.1812896285782153e-06 1.9180284567710261e-06 -7.6452651606744086e-07 -1.5650951220891328e-06 -4.7771324119594293e-07 4.5792938519987999e-08 -1.8356330832086148e-06 -3.9189319636783078e-08
leaf_weight=178 22 21 23 20 24 24 25 35 25 22 21 25 25 65 20 22 39 29 29 22 32 32 27 20 21 20 20 1868 22 343
leaf_count=178 22 21 23 20 24 24 25 35 25 22 21 25 25 65 20 22 39 29 29 22 32 32 27 20 21 20 20 1868 22 343
internal_value=0 1.79401e-07 -1.3538e-08 -1.4668e-07 4.17593e-09 -2.90784e-10 7.32209e-09 2.02822e-07 3.47161e-07 -9.21902e-09 1.42274e-07 3.79706e-07 -4.51307e-07 -1.28463e-08 -6.25337e-10 7.0684e-09 -1.32817e-09 3.89701e-07 -1.73016e-08 -9.13589e-07 -4.73572e-08 1.76835e-09 1.12997e-08 -2.21171e-09 5.68915e-09 1.2743e-08 7.20158e-07 1.83507e-10 1.4203e-08 -1.47468e-07
internal_weight=0 219 2902 198 2880 2857 2833 221 186 2612 161 115 46 90 2590 2570 2548 100 2448 51 71 2397 2365 2338 2314 2293 40 2253 2233 365
internal_count=3121 219 2902 198 2880 2857 2833 221 186 2612 161 115 46 90 2590 2570 2548 100 2448 51 71 2397 2365 2338 2314 2293 40 2253 2233 365
is_linear=0
shrinkage=0.1


Tree=8147
num_leaves=31
num_cat=0
split_feature=156 1426 34 34 97 159 9 3 2 4 48 48 150 3 147 1348 48 3 3 4 0 0 0 0 1 0 0 1429 4 1
split_gain=9.03305e-10 9.81334e-10 7.70029e-10 1.01976e-09 6.06792e-09 2.66975e-09 2.30172e-09 7.08167e-09 2.91576e-09 9.22391e-09 9.01401e-10 1.80184e-09 2.89847e-09 8.54472e-09 2.6962e-09 3.31155e-09 1.30948e-09 1.159e-09 5.62138e-09 6.44054e-09 5.59098e-09 2.97023e-09 1.51576e-08 1.06482e-08 1.09154e-08 1.48305e-08 7.44775e-09 4.39367e-09 4.81452e-09 8.73272e-09
threshold=0.32523500000000005 -0.085619999999999988 -0.10561499999999999 -0.057544999999999992 -0.071434999999999985 0.078675000000000009 0.091600000000000015 -0.13309499999999996 -1.0000000180025095e-35 0.053180000000000012 0.13400000000000004 0.12737000000000001 0.12765500000000005 -0.07928499999999998 0.097985000000000017 0.08784500000000002 0.15068000000000001 -0.080564999999999984 -0.080104999999999996 -0.069999999999999993 0.10455500000000001 -0.083804999999999977 -0.085034999999999986 -0.080604999999999996 0.089935000000000015 -0.082619999999999985 -0.079829999999999998 -0.026244999999999997 -0.074729999999999977 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -8 9 -5 11 12 14 -14 15 17 -12 -10 19 -19 21 22 -20 24 25 -23 -25 -28 29 -29
right_child=-2 2 3 6 -6 -7 7 -9 10 -11 16 -13 13 -15 -16 -17 -18 18 20 -21 -22 23 -24 26 -26 -27 27 28 -30 -31
leaf_value=-6.4138856051461817e-07 6.5364816540143993e-07 -4.727152018216764e-07 -8.9352980177339868e-07 -3.9016989197599676e-07 1.8083333429785854e-06 5.5602025004949005e-07 7.9787297210032196e-07 -1.6156806168510229e-06 4.2073619413268518e-08 2.4216279899746952e-06 7.3642335128199247e-07 -9.5915992574191474e-07 -4.4304810671746967e-07 2.3300812455318011e-06 -9.1811067408564151e-07 1.2421596660975153e-06 -1.26696009949967e-07 -2.3570653365884879e-06 -7.396341879680067e-08 -1.1628261711687879e-07 -1.4163026781159652e-06 4.194071236156561e-06 -2.8136806303705054e-06 -1.8644937783495241e-06 -4.8955580768961233e-07 7.430782106480778e-07 -1.3244406798920947e-06 1.375812398448752e-06 -4.5130317123833881e-08 -5.6343348286905632e-07
leaf_weight=24 21 34 27 28 21 24 20 31 1450 20 39 20 25 20 33 21 32 23 526 29 29 20 21 21 25 33 22 69 378 35
leaf_count=24 21 34 27 28 21 24 20 31 1450 20 39 20 25 20 33 21 32 23 526 29 29 20 21 21 25 33 22 69 378 35
internal_value=0 -4.42427e-09 5.4554e-10 5.83511e-09 3.77697e-07 -2.11389e-07 -3.17973e-09 -6.69189e-07 8.45661e-09 7.81413e-07 -4.46637e-09 -1.3389e-08 -6.58489e-09 7.89454e-07 -1.96824e-08 -8.70975e-09 3.47412e-07 -1.85077e-08 -8.98667e-08 -1.1074e-06 -4.49883e-08 -1.04073e-08 -1.79145e-07 1.42659e-07 1.23287e-06 2.04534e-06 -1.93151e-08 5.75673e-08 1.20647e-07 7.23182e-07
internal_weight=0 3100 3076 3042 72 51 2970 51 2919 48 2871 2800 2780 45 2735 2702 71 2681 1231 52 1179 1150 547 603 78 53 525 504 482 104
internal_count=3121 3100 3076 3042 72 51 2970 51 2919 48 2871 2800 2780 45 2735 2702 71 2681 1231 52 1179 1150 547 603 78 53 525 504 482 104
is_linear=0
shrinkage=0.1


Tree=8148
num_leaves=31
num_cat=0
split_feature=16 16 52 16 15 1 4 4 2 403 12 50 401 12 52 4 16 12 16 0 133 48 43 15 49 4 1 3 1 457
split_gain=7.93736e-10 5.51931e-09 2.81958e-09 4.84858e-09 1.20633e-08 3.63817e-09 3.42953e-09 5.09445e-09 1.04861e-08 9.8351e-09 1.38412e-08 7.37148e-09 4.22125e-09 4.03568e-09 3.74438e-09 2.94453e-09 2.57212e-09 2.67807e-08 4.33459e-09 2.21729e-09 5.11798e-09 3.12611e-09 2.83158e-09 2.49259e-09 2.26828e-09 2.16692e-09 2.83501e-09 2.29406e-09 3.10076e-09 1.98641e-09
threshold=-0.088704999999999992 -0.088159999999999988 -0.078224999999999975 -0.090764999999999985 0.085730000000000015 0.086920000000000011 -0.082109999999999975 -0.00027999999999999998 0.089005000000000015 -0.0047449999999999992 0.087215000000000015 0.077805000000000013 0.094270000000000007 0.087005000000000013 0.084240000000000023 0.0033150000000000007 -0.087484999999999993 0.088245000000000004 -0.08595499999999999 -0.11242999999999999 -0.065894999999999981 -0.072824999999999987 0.18116500000000002 0.035560000000000008 0.036705000000000008 0.24564500000000003 0.13756000000000004 -0.13309499999999996 0.13146500000000003 0.086460000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 6 -5 -1 13 8 9 -8 11 -11 15 14 -4 -9 17 -3 -18 21 22 -17 -21 24 25 -22 27 -27 -29 -23
right_child=1 16 3 4 -6 -7 7 12 -10 10 -12 -13 -14 -15 -16 19 18 -19 -20 20 23 29 -24 -25 -26 26 -28 28 -30 -31
leaf_value=1.6539330304221084e-06 1.509762569639861e-06 -2.8111905875347375e-06 2.1106740828971936e-06 -2.3756290059487407e-06 3.5189669815468628e-07 -1.6658166754021534e-07 1.1535979895678099e-06 1.0567230328492967e-06 -2.5700422876676993e-06 -3.5123509951517919e-06 5.2973295986383756e-07 -8.5972811286245076e-07 1.2776912590197755e-06 -2.2097432897739151e-07 3.5317606867019329e-07 -8.2137038892445476e-07 1.119885842075045e-06 1.8890028544857078e-06 1.3231570527905242e-08 -2.1063739479489284e-06 9.2476717855681592e-07 1.6600514229962956e-07 -5.3125494264349985e-07 -9.4124702114171558e-07 -5.0040910194139378e-07 4.2997813106164059e-07 7.8408183422798823e-07 -1.1670688608271456e-07 -1.6550068318110789e-06 1.1931629420100114e-06
leaf_weight=21 25 27 22 31 34 23 34 23 24 20 37 22 25 39 27 30 36 22 2101 21 34 182 25 31 61 30 35 38 20 21
leaf_count=21 25 27 22 31 34 23 34 23 24 20 37 22 25 39 27 30 36 22 2101 21 34 182 25 31 61 30 35 38 20 21
internal_value=0 3.23453e-08 -7.86156e-08 -1.18293e-07 -9.48923e-07 7.023e-07 -5.08881e-08 -1.23582e-07 -6.71676e-07 -2.68483e-07 -8.80518e-07 -2.12288e-06 6.78058e-09 5.38098e-07 1.14226e-06 -5.08832e-08 1.54489e-08 -7.009e-07 3.18743e-08 -9.91312e-08 -2.81253e-07 1.31452e-07 -1.25033e-06 -1.02226e-07 1.70841e-08 2.18148e-07 2.28228e-08 -2.79951e-07 -6.47155e-07 2.72263e-07
internal_weight=0 2211 910 866 65 44 801 713 137 113 79 42 576 88 49 551 2186 49 2137 528 295 233 46 249 218 157 123 88 58 203
internal_count=3121 2211 910 866 65 44 801 713 137 113 79 42 576 88 49 551 2186 49 2137 528 295 233 46 249 218 157 123 88 58 203
is_linear=0
shrinkage=0.1


Tree=8149
num_leaves=31
num_cat=0
split_feature=156 11 0 11 9 33 9 16 16 1209 42 401 132 13 52 4 4 42 483 2 1212 16 49 48 1209 3 3 42 148 16
split_gain=7.28401e-10 8.1584e-10 3.52271e-09 2.3164e-09 1.03861e-09 2.359e-09 1.28505e-09 1.08623e-09 9.65965e-09 3.84204e-09 1.20323e-08 3.47045e-09 3.13362e-09 5.68952e-09 2.60997e-09 3.22934e-09 4.39634e-09 2.52992e-09 2.32529e-09 4.41923e-09 2.18564e-09 2.563e-09 2.11263e-09 2.21225e-09 2.08716e-09 1.70923e-09 5.81267e-09 4.02082e-09 2.75757e-09 3.34489e-09
threshold=0.32523500000000005 0.090920000000000015 0.12411500000000002 0.086595000000000019 0.092890000000000014 -0.009184999999999997 0.085555000000000006 -0.092484999999999984 -0.094359999999999986 -0.087199999999999986 0.087405000000000024 0.094270000000000007 0.088890000000000011 -0.083619999999999986 -0.075329999999999994 -0.081114999999999979 -0.077679999999999985 0.080840000000000009 0.098395000000000024 0.15950500000000004 0.058525000000000008 -0.097644999999999996 0.092185000000000017 0.10668000000000001 -0.065739999999999979 -0.079594999999999985 -0.070649999999999977 0.087885000000000019 -0.063899999999999985 -0.54165499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 8 11 10 -9 12 14 -14 -7 17 -17 -16 19 20 21 22 25 -24 -11 27 -27 -18 -28 -30
right_child=-2 2 -4 -5 -6 6 -8 9 -10 24 -12 -13 13 -15 15 16 18 -19 -20 -21 -22 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=-9.7841163574230451e-07 5.8696014147720967e-07 3.6348922918293378e-08 -1.4709319850680913e-06 8.0218299905886347e-07 5.4472371682082025e-07 9.7092170982740271e-07 7.9595639476792725e-07 -9.5185661274670221e-07 -1.712238931222348e-06 -7.3875992902193925e-07 2.1691145377171021e-06 1.0394238403995556e-06 2.5995305078043074e-07 -1.7065926333122017e-06 1.310611529703465e-07 -1.5836960380966047e-06 -1.8504770699835236e-07 1.583048539757215e-06 8.888891150249379e-07 -1.5745078496820497e-06 9.6680345762933928e-07 -1.0455629678660815e-06 7.1131753303335345e-07 -3.7057948247820606e-07 1.8867545817922276e-08 1.3669675703803715e-06 7.3868325779576835e-07 -1.7723014616422005e-06 -1.5469864998911882e-06 -1.8380149761411768e-07
leaf_weight=25 21 69 20 36 34 26 20 21 36 37 30 29 28 31 30 20 79 20 24 20 20 27 63 27 2108 27 26 20 21 126
leaf_count=25 21 69 20 36 34 26 20 21 36 37 30 29 28 31 30 20 79 20 24 20 20 27 63 27 2108 27 26 20 21 126
internal_value=0 -3.97734e-09 -3.02366e-07 4.84251e-09 -4.80598e-09 -1.11589e-08 -2.86629e-09 -8.38302e-09 -1.16858e-07 2.61945e-08 8.84009e-07 -3.03611e-08 -7.92174e-08 -7.73317e-07 -8.12041e-09 -5.44024e-08 -1.31028e-07 7.11856e-07 -7.05004e-08 -1.20995e-07 -5.43197e-08 -1.03412e-07 -3.80187e-08 3.86748e-07 5.79891e-09 -1.65875e-07 2.34092e-09 -5.05705e-07 -2.10635e-07 -3.78542e-07
internal_weight=0 3100 89 3011 2975 2941 2916 2896 700 2196 51 664 635 59 576 550 500 50 480 456 436 416 389 90 2145 299 200 99 173 147
internal_count=3121 3100 89 3011 2975 2941 2916 2896 700 2196 51 664 635 59 576 550 500 50 480 456 436 416 389 90 2145 299 200 99 173 147
is_linear=0
shrinkage=0.1


Tree=8150
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1208 1208 1209 401 1212 1212 1213 2 12 43 403 1186 391 1177 1185 1185 403 12 1212 43 1213 1212 402 401 2 2
split_gain=7.3229e-10 5.10172e-09 2.66503e-09 7.2358e-10 9.78469e-10 1.2788e-09 1.43708e-09 1.81204e-09 1.09912e-09 1.23559e-09 1.22638e-09 8.38406e-09 8.15291e-09 2.96161e-09 1.10659e-09 1.10574e-09 1.89891e-09 1.22008e-09 1.03903e-09 1.54946e-09 1.32602e-09 1.50367e-09 1.23721e-09 1.32179e-08 1.87551e-08 8.14244e-09 2.41961e-09 3.5338e-09 1.27264e-09 6.01377e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.094304999999999986 0.13522500000000001 0.14560000000000003 0.13183500000000004 0.093235000000000026 0.083865000000000009 0.086655000000000024 -0.0073899999999999999 -0.55276999999999987 -0.089559999999999987 -0.086514999999999981 -0.074249999999999997 0.088895000000000016 0.085600000000000009 -0.42244999999999994 0.093765000000000015 -0.089544999999999986 -0.0047449999999999992 -0.091914999999999983 -0.073259999999999978 -0.46140499999999995 -0.099524999999999988 0.11510000000000002 0.11704500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 8 9 10 14 -12 -13 -14 -8 -16 -17 -18 19 20 21 -19 23 -22 -25 -24 -27 -28 -29 -30
right_child=1 3 -4 -5 -6 -7 7 -9 -10 -11 11 12 13 -15 15 16 17 18 -20 -21 22 -23 25 24 -26 26 27 28 29 -31
leaf_value=-4.6117982638914051e-08 1.5663971983788846e-06 8.5280777739171765e-07 -1.1061734971496697e-06 -5.9732527745381959e-07 6.4208897612161317e-07 -6.1799241811744459e-07 -7.2708191410020805e-07 -8.8183071017303283e-07 7.1346928094003079e-07 -7.7931300424438632e-07 2.0335794908493447e-06 -1.8841210845721436e-06 1.2514302564061208e-06 -1.2641936097842962e-07 -6.8850877191241881e-07 9.5497673934611754e-07 -7.4133260609828124e-07 1.1608382865666673e-06 -6.7761284877318226e-07 8.6799295624067389e-07 -1.1282057856273503e-06 -3.5853100771852218e-08 -1.7129522900307038e-06 -1.4497013890124229e-07 3.7828257154615133e-06 1.0711270133036859e-06 -1.2142506233677373e-06 -2.8532883784111681e-08 1.4404613578482683e-06 4.8793473906855828e-08
leaf_weight=195 21 20 27 20 24 33 21 23 22 20 23 20 26 39 23 21 22 21 22 21 35 21 28 31 20 21 24 1885 34 358
leaf_count=195 21 20 27 20 24 33 21 23 22 20 23 20 26 39 23 21 22 21 22 21 35 21 28 31 20 21 24 1885 34 358
internal_value=0 1.34027e-08 -1.75044e-07 2.0709e-09 6.26542e-09 8.80883e-10 8.17214e-09 2.09781e-09 9.46922e-09 3.80841e-09 9.57513e-09 3.39785e-07 -1.18536e-07 4.2472e-07 -4.09919e-09 1.76963e-09 7.96168e-09 1.41263e-10 6.61188e-09 1.26355e-08 5.38667e-09 5.62493e-07 -4.2186e-09 3.68317e-07 1.39534e-06 -1.78518e-08 2.58868e-09 -7.1633e-09 5.55962e-09 1.69499e-07
internal_weight=0 2899 222 2878 2858 2834 2801 2781 2758 2736 2716 108 85 65 2608 2587 2564 2543 2521 2499 2478 42 2436 86 51 2350 2322 2301 2277 392
internal_count=3121 2899 222 2878 2858 2834 2801 2781 2758 2736 2716 108 85 65 2608 2587 2564 2543 2521 2499 2478 42 2436 86 51 2350 2322 2301 2277 392
is_linear=0
shrinkage=0.1


Tree=8151
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 12 16 1213 0 52 2 44 0 0 10 0 43 402 0 15 13 13 403 402 12 15 3 133 13 41 0
split_gain=7.60174e-10 2.066e-08 1.17001e-08 1.81121e-09 7.18894e-10 1.79701e-09 1.1126e-09 1.17424e-09 1.2717e-09 1.17696e-09 6.37636e-10 7.07456e-10 1.82152e-08 1.07087e-08 4.31514e-09 4.04475e-09 3.22691e-09 3.18927e-09 8.21075e-09 3.15562e-09 5.90054e-09 1.37684e-08 7.08343e-09 4.80869e-09 1.09875e-08 7.45037e-09 1.08661e-08 5.17287e-09 3.79606e-09 2.32912e-09
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.085960000000000023 0.11232500000000002 -0.065999999999999989 0.085775000000000004 -0.073309999999999986 0.087555000000000008 0.08734500000000002 0.094585000000000016 -0.10224499999999999 -0.10096999999999999 -1.0000000180025095e-35 -0.10836499999999999 -0.0051099999999999991 0.087880000000000014 -0.097024999999999986 -0.091964999999999977 -0.088319999999999996 -0.089109999999999981 -0.0059799999999999992 -0.0060099999999999989 0.088245000000000004 0.088060000000000013 -0.078724999999999976 -0.040449999999999993 -0.091904999999999987 0.08178500000000001 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -6 7 8 9 -1 11 13 -13 -4 16 -16 -15 18 -14 20 22 -22 -19 24 27 -25 -27 29 -21 -24
right_child=2 -3 10 -5 5 -7 -8 -9 -10 -11 -12 12 17 14 15 -17 -18 19 -20 28 21 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-2.8258141799419607e-07 -2.3109250233491449e-06 3.0861199594379623e-06 -2.3179094952752168e-06 -8.747309471087208e-07 -1.0648910791388743e-06 2.3118505479062704e-07 7.3065523270335453e-07 6.4773063996881324e-07 -8.7803765446941328e-07 6.531243160168288e-07 4.0559257563006381e-07 2.8230217317879741e-06 -2.2169242994174929e-06 -4.1687429391872053e-08 -9.5236561747924497e-08 1.8492324987006292e-06 -1.2307801622017204e-06 -1.5748093067651842e-06 1.0568295465418488e-07 -1.6460333045334275e-08 -3.554280813962881e-07 3.3107175170243863e-06 -7.8671939698032086e-07 -2.0603188914947169e-07 -2.0331971353223945e-06 3.3009436234690186e-06 1.5472151712206793e-07 1.4651865954771982e-06 -1.3376999659571579e-06 2.8406354315746756e-07
leaf_weight=41 22 22 21 29 20 23 23 20 21 20 39 23 23 465 20 23 24 22 45 1880 21 20 28 32 23 23 21 31 22 74
leaf_count=41 22 22 21 29 20 23 23 20 21 20 39 23 23 465 20 23 24 22 45 1880 21 20 28 32 23 23 21 31 22 74
internal_value=0 1.79655e-07 -1.35564e-08 -1.44925e-07 -1.89466e-08 -3.71641e-07 1.0238e-07 -3.92895e-08 -2.06855e-07 2.42073e-08 3.99292e-09 -1.52007e-09 2.30128e-08 -1.03023e-07 -1.55935e-08 9.44828e-07 -1.00048e-07 -5.41993e-09 -6.79905e-07 1.54562e-08 3.1977e-07 1.43294e-06 1.40086e-07 3.02705e-07 -1.50653e-08 9.54972e-07 1.79934e-06 3.33935e-07 -3.17428e-08 -9.87687e-09
internal_weight=0 219 2902 197 168 43 125 102 82 61 2880 2841 2288 553 532 43 489 2265 68 2197 295 41 254 232 156 76 44 133 1902 102
internal_count=3121 219 2902 197 168 43 125 102 82 61 2880 2841 2288 553 532 43 489 2265 68 2197 295 41 254 232 156 76 44 133 1902 102
is_linear=0
shrinkage=0.1


Tree=8152
num_leaves=31
num_cat=0
split_feature=132 1185 1203 40 130 12 133 394 1176 129 1185 393 1185 1186 11 33 47 47 47 0 457 42 2 48 4 43 1 50 133 0
split_gain=7.25463e-10 5.60294e-09 2.14451e-09 6.52718e-10 2.10311e-09 1.31177e-09 2.28758e-09 6.97066e-10 1.83626e-09 1.19909e-09 2.26676e-09 1.89756e-09 1.1688e-09 1.21911e-09 9.03672e-10 1.68359e-09 1.54489e-09 6.85305e-09 6.46736e-09 1.13036e-09 1.39826e-09 1.76226e-09 1.88473e-09 2.76617e-09 2.40372e-09 1.53176e-09 1.83751e-09 1.10706e-09 6.06207e-09 6.34542e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.24620999999999996 -0.22699999999999995 0.13043000000000002 1.0000000180025095e-35 -0.12099999999999998 0.085730000000000015 0.11234000000000001 0.090595000000000009 0.09389500000000002 0.085905000000000009 -1.0000000180025095e-35 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.090100000000000013 0.096850000000000006 -0.026509999999999995 -0.077859999999999985 0.088060000000000013 0.10402500000000002 0.13252500000000003 0.057560000000000007 -0.078139999999999973 0.11751000000000002 -0.099524999999999988 0.090665000000000009 -0.064754999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 7 -7 -6 9 10 11 12 13 -9 -15 -16 17 27 -18 20 -20 22 24 -24 -22 -23 -27 28 29 -17
right_child=1 3 -4 4 5 6 -8 8 -10 -11 -12 -13 -14 14 15 16 18 -19 19 -21 21 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.6128866422512286e-08 1.6408551692577368e-06 5.7077466863120208e-07 -9.9231092666026858e-07 -9.7646081093991839e-07 4.2738515922927634e-07 1.3052357970740522e-06 -9.8032364803657407e-08 -6.480077231193112e-07 -8.4597953749957582e-07 7.3369329604908926e-07 -1.042477882828323e-06 8.8572492937070519e-07 6.4713142448993124e-07 5.9145640443603055e-07 -7.9817981886494472e-07 -1.5502194252764206e-06 1.7870814796575968e-06 -1.462201481327804e-06 -4.5979639199846567e-07 -6.3280470688672113e-07 3.0050947875300461e-07 -6.129403482191265e-07 -8.3625975251033243e-07 7.2056173075907283e-07 1.5238529711276552e-06 7.3881554412984716e-07 -4.4087327909358511e-07 -2.3911295987995349e-08 1.41654768925914e-06 7.9877069973245744e-07
leaf_weight=194 21 20 28 22 37 21 26 30 26 22 21 24 27 25 27 23 24 33 34 21 36 35 21 25 29 31 23 2160 32 23
leaf_count=194 21 20 28 22 37 21 26 30 26 22 21 24 27 25 27 23 24 33 34 21 36 35 21 25 29 31 23 2160 32 23
internal_value=0 1.336e-08 -1.74206e-07 1.48465e-09 -2.49919e-09 5.05623e-09 5.2896e-07 -3.77255e-09 -9.56937e-09 -1.59187e-09 -7.57422e-09 5.26037e-10 -7.46372e-09 -1.41788e-08 -6.87101e-09 -1.26755e-08 -4.3584e-09 -3.16402e-08 2.17709e-07 7.00038e-08 1.33076e-07 2.33865e-07 4.99664e-07 9.83888e-09 8.46309e-07 -9.76373e-08 2.36355e-07 -1.05461e-08 3.59567e-07 -3.75724e-07
internal_weight=0 2899 222 2878 2858 2836 47 2789 2752 2726 2704 2683 2659 2632 2602 2577 2550 2271 279 255 234 200 111 46 65 89 54 2238 78 46
internal_count=3121 2899 222 2878 2858 2836 47 2789 2752 2726 2704 2683 2659 2632 2602 2577 2550 2271 279 255 234 200 111 46 65 89 54 2238 78 46
is_linear=0
shrinkage=0.1


Tree=8153
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 130 40 4 147 147 147 147 34 10 4 52 9 15 16 15 12 402 3 12 3 0 1 15 13 13 12
split_gain=7.53385e-10 2.07325e-08 1.09101e-08 3.26627e-09 7.2783e-10 1.58654e-09 1.0333e-09 8.26001e-10 1.87698e-09 1.86478e-09 1.1734e-09 8.21527e-10 2.31141e-09 1.01574e-08 2.17582e-08 1.84237e-09 1.02586e-09 1.09883e-09 4.57089e-09 1.08915e-08 5.53136e-09 3.5833e-09 3.85198e-09 2.18254e-09 3.31593e-09 4.19319e-09 2.86423e-09 1.48392e-09 3.65608e-09 3.59014e-09
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.23123999999999997 -0.24290999999999999 0.63113500000000011 0.11204500000000002 0.099230000000000013 0.093875000000000014 0.08845500000000002 -0.08786999999999999 -0.011559999999999999 0.053180000000000012 -0.075329999999999994 0.085555000000000006 0.19724500000000003 -0.15241499999999997 0.035560000000000008 0.089300000000000004 0.087880000000000014 -0.10519499999999998 0.091200000000000017 -0.081459999999999991 -0.11173999999999999 0.08844500000000001 -0.11033999999999998 -0.096404999999999991 -0.099939999999999987 0.096395000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 7 8 9 10 11 -7 13 14 -13 16 17 18 20 -20 21 22 -14 -23 26 -26 -25 28 29 -19
right_child=2 -3 4 -5 5 6 -8 -9 -10 -11 -12 12 15 -15 -16 -17 -18 27 19 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-1.6846915042798763e-08 -2.2319528769995405e-06 3.0191682852724311e-06 5.6373032143018588e-07 -1.3654450810918207e-06 -8.8860114374256231e-07 4.908468634374169e-07 6.4525079096711129e-07 -6.4086140554309174e-07 8.4977820663950229e-07 -8.636113625470898e-07 4.7916074284633701e-07 3.7218408629592482e-07 1.9912620859940947e-06 8.3020587098303628e-07 -3.9795632676487e-06 7.3638989941654851e-07 6.7526889686384745e-07 -7.0947182979790133e-08 -2.0136859741775856e-06 6.7383660359610083e-07 -1.5453875123160376e-06 -7.9932599309388266e-07 2.8617051270884988e-08 5.8226927854451225e-08 1.871946861911056e-06 1.2563941008378067e-07 -1.2327147631011664e-06 -9.6372792315509849e-09 1.5672337576688733e-06 1.3103738347488368e-06
leaf_weight=176 22 23 23 20 20 33 25 20 26 25 51 27 20 32 20 34 22 130 38 25 21 31 20 68 20 44 23 2040 20 22
leaf_count=176 22 23 23 20 20 33 25 20 26 25 51 27 20 32 20 34 22 130 38 25 21 31 20 68 20 44 23 2040 20 22
internal_value=0 1.78844e-07 -1.35023e-08 -1.54459e-07 3.44422e-09 -1.06631e-09 5.19054e-09 -4.99894e-10 4.08722e-09 -3.86215e-09 3.97941e-09 -5.0296e-09 -1.11884e-08 -5.43996e-07 -1.47962e-06 5.13892e-09 -4.63409e-09 -1.0565e-08 -1.86886e-07 -9.47209e-07 7.04211e-09 1.51294e-07 1.00994e-06 -3.33604e-08 1.19833e-07 6.7136e-07 -2.68055e-07 1.41454e-08 2.9622e-07 1.28981e-07
internal_weight=0 219 2902 196 2880 2857 2837 2812 2792 2766 2741 2690 2657 79 47 2578 2544 2522 310 63 247 226 40 186 155 64 91 2212 172 152
internal_count=3121 219 2902 196 2880 2857 2837 2812 2792 2766 2741 2690 2657 79 47 2578 2544 2522 310 63 247 226 40 186 155 64 91 2212 172 152
is_linear=0
shrinkage=0.1


Tree=8154
num_leaves=31
num_cat=0
split_feature=421 9 2 33 9 147 448 48 147 483 0 0 403 12 484 0 1210 1176 484 1213 402 402 484 12 483 15 43 1447 0 3
split_gain=7.29772e-10 1.25471e-09 2.63652e-09 1.52094e-09 1.44802e-09 1.0489e-09 1.88209e-09 8.63743e-10 1.16012e-09 8.5421e-10 8.03736e-10 5.32339e-09 8.48171e-09 9.30762e-09 1.54226e-08 1.04241e-08 4.60477e-09 3.11108e-09 3.06984e-09 2.69501e-09 7.07551e-09 5.03322e-09 2.42588e-09 3.02199e-09 4.91053e-09 3.6406e-09 3.51065e-09 3.33374e-09 2.42275e-09 2.39179e-09
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 -0.009184999999999997 0.086220000000000005 0.097985000000000017 1.0000000180025095e-35 -0.09386499999999999 0.090755000000000016 -0.47522499999999995 -0.086729999999999988 -0.085544999999999982 -0.085729999999999987 0.089150000000000021 0.085790000000000019 -0.086234999999999992 -0.08107499999999998 0.085730000000000015 -0.23687999999999995 0.10210000000000001 0.10874500000000002 0.099740000000000009 -0.023814999999999996 0.085355000000000014 0.11494000000000001 -0.013104999999999999 -0.067899999999999974 -0.062639999999999987 -0.085254999999999984 -0.082234999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 -5 9 -9 16 12 -12 14 15 -14 -11 19 -13 20 21 29 23 27 25 -25 -27 -20 -24 -18
right_child=1 2 -4 4 -6 -7 -8 8 -10 10 11 18 13 -15 -16 -17 17 -19 22 -21 -22 -23 28 24 -26 26 -28 -29 -30 -31
leaf_value=-6.0212097466205713e-07 -7.3746914901156362e-07 -1.5655336613917825e-07 1.3838579650382599e-06 -4.9685962581845292e-07 8.5101891897920725e-07 -5.2474505579132379e-07 9.0507797405893058e-07 -6.5362788404854665e-07 7.6188547559752351e-07 -1.5322919515321182e-06 -7.0272136502518902e-07 8.4014489245765573e-07 1.1480863496222298e-06 -7.4242725759177127e-07 -4.4009649944042472e-07 4.0706628202367661e-06 1.7940912848720097e-07 -1.2722685994503992e-06 -2.3629742088360217e-07 8.7612079351911791e-07 -1.703564478248154e-06 1.3215234499089744e-06 -1.0271766215778786e-06 -5.9542959374276079e-07 -1.4909984408652897e-06 1.5576863424939804e-06 -1.3329929515748518e-08 -2.062150108201877e-06 3.0186122392590588e-08 -1.5380051476148865e-07
leaf_weight=20 28 25 20 35 20 38 23 20 20 21 33 42 23 20 23 26 329 20 20 33 25 28 22 38 22 25 33 20 1445 624
leaf_count=20 28 25 20 35 20 38 23 20 20 21 33 42 23 20 23 26 329 20 20 33 25 28 22 38 22 25 33 20 1445 624
internal_value=0 3.88167e-09 5.28074e-07 -3.83713e-09 2.94678e-09 -2.69199e-09 3.98747e-09 -3.04513e-09 2.89014e-09 -2.35879e-09 2.17651e-09 4.32449e-08 6.72661e-07 1.166e-06 1.69612e-06 2.69884e-06 -6.59666e-08 -3.68893e-08 -3.9519e-09 -1.31091e-08 -4.22787e-08 5.78376e-11 -2.57686e-08 -3.98069e-07 -1.43441e-07 1.65374e-07 6.63832e-07 -1.14922e-06 1.43293e-08 -3.8768e-08
internal_weight=0 3101 45 3056 3028 3008 2970 2947 2912 2892 2872 1792 125 92 72 49 1080 1059 1667 1039 1006 981 1625 158 118 96 58 40 1467 953
internal_count=3121 3101 45 3056 3028 3008 2970 2947 2912 2892 2872 1792 125 92 72 49 1080 1059 1667 1039 1006 981 1625 158 118 96 58 40 1467 953
is_linear=0
shrinkage=0.1


Tree=8155
num_leaves=31
num_cat=0
split_feature=132 1185 1203 3 1348 49 160 49 16 147 150 9 33 160 1 3 16 1 34 42 131 14 0 44 3 3 2 4 13 3
split_gain=6.99195e-10 5.96437e-09 2.89777e-09 6.78708e-10 2.28064e-09 2.0717e-09 5.12184e-09 4.75555e-09 2.81473e-09 1.9027e-09 1.66694e-09 1.56303e-09 4.02234e-09 1.55635e-09 1.66366e-09 4.74046e-09 1.54505e-09 1.49665e-09 2.73329e-09 2.09703e-09 1.3596e-09 2.36435e-09 6.60258e-09 3.41821e-09 1.30152e-09 7.42994e-09 5.99638e-09 5.26959e-09 3.01391e-09 7.50522e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10893000000000001 0.090205000000000021 -0.043469999999999995 0.050340000000000003 -0.058769999999999996 -0.5335399999999999 0.095485000000000014 0.099590000000000026 0.092235000000000011 -0.0066799999999999993 -0.061914999999999991 0.10325000000000002 0.20828500000000003 -0.11118499999999999 0.13820500000000002 -0.086059999999999984 0.094525000000000012 0.13767000000000004 -0.31455999999999995 -0.064339999999999994 0.081805000000000017 -0.080484999999999987 -0.079864999999999978 0.089005000000000015 -0.51843499999999987 -0.083499999999999977 -0.07908999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 9 7 8 10 -7 11 -5 12 -3 -10 -15 -16 -17 18 -14 -19 21 22 -20 24 -23 26 -26 -27 -29 -30
right_child=1 3 -4 5 -6 6 -8 -9 13 -11 -12 -13 17 14 15 16 -18 19 20 -21 -22 23 -24 -25 25 27 -28 28 29 -31
leaf_value=-3.6593207594338454e-08 1.6922752647154821e-06 1.2319593188600756e-06 -1.1419669474603494e-06 5.8284049078725664e-07 -1.0782178077306525e-06 -8.455615982158001e-07 -1.3795409988877813e-06 1.8803548758092976e-06 -6.1874801541275622e-08 8.9924449901485311e-07 -6.2167332316676037e-07 -6.9814200576033589e-07 1.1022637126116439e-06 -1.928615861856997e-07 2.0125576117172151e-06 8.4688688327167423e-07 -3.2531508756382332e-07 -1.3209086544986262e-06 1.8864422446787775e-06 1.0313406002231724e-09 -8.185385543887e-07 5.083269909062691e-08 -5.6606193131377345e-07 -1.2940386538741136e-06 -4.2471801388425475e-07 -1.3591377224962534e-06 -2.5510017960208471e-06 -3.2091133202547747e-07 1.8868211762547501e-06 4.9841708668363388e-08
leaf_weight=195 21 26 27 27 20 23 24 21 57 23 20 33 22 20 23 22 23 21 23 28 21 1365 21 21 36 29 21 211 23 674
leaf_count=195 21 26 27 27 20 23 24 21 57 23 20 33 22 20 23 22 23 21 23 28 21 1365 21 21 36 29 21 211 23 674
internal_value=0 1.31083e-08 -1.71031e-07 8.55909e-10 -1.44478e-08 1.54953e-07 -1.3036e-08 6.29275e-07 1.82179e-07 -6.2587e-09 7.02814e-08 -1.43467e-08 -5.46973e-09 3.452e-07 6.08873e-07 8.44678e-07 2.47761e-07 -1.82572e-08 -7.38743e-09 -5.65514e-07 -1.7372e-08 -1.04312e-08 7.15929e-07 -2.38597e-08 -1.25525e-08 -9.95955e-08 -1.20809e-06 -3.21634e-08 1.0218e-08 1.10459e-07
internal_weight=0 2899 222 2878 2618 260 192 68 168 2598 47 2575 2542 145 88 68 45 2516 2467 49 2445 2424 44 2380 2359 994 57 937 908 697
internal_count=3121 2899 222 2878 2618 260 192 68 168 2598 47 2575 2542 145 88 68 45 2516 2467 49 2445 2424 44 2380 2359 994 57 937 908 697
is_linear=0
shrinkage=0.1


Tree=8156
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 1176 1176 1186 129 129 129 12 13 40 13 0 128 128 1185 393 13 16 16 1429 475 1425 12 12 2 128 482
split_gain=7.61968e-10 2.22985e-08 1.04897e-08 4.28286e-09 7.35523e-10 7.63879e-10 1.29521e-09 1.83814e-09 8.73295e-10 9.21748e-10 2.77704e-09 1.13094e-09 8.10111e-09 4.51014e-09 3.42086e-09 1.29567e-09 1.74577e-09 1.05205e-09 1.20445e-09 1.07342e-09 4.72347e-09 3.68027e-09 2.35125e-09 5.69379e-09 1.6082e-09 1.80719e-09 1.80416e-08 1.31586e-08 6.07155e-09 5.54137e-09
threshold=-0.083284999999999984 0.10022000000000002 0.12679500000000002 0.089480000000000018 0.087330000000000019 1.0000000180025095e-35 -0.086714999999999987 0.08888500000000002 0.11091000000000001 0.10061000000000002 0.095330000000000012 0.24813000000000004 -0.24452499999999996 0.23074000000000003 -0.067624999999999977 0.10670500000000001 0.098550000000000013 0.086650000000000019 0.092975000000000016 0.10002500000000002 0.26676500000000009 -0.037154999999999994 -0.23587499999999997 0.10701500000000001 0.09198000000000002 0.090165000000000009 0.089570000000000025 0.087505000000000013 0.087235000000000021 -0.23722499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 7 -2 9 11 -11 12 -8 15 -13 16 17 18 19 22 21 -21 -14 24 25 26 29 -28 -27 -24
right_child=2 -3 -4 -5 -6 -7 8 -9 -10 10 -12 14 13 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 28 27 -29 -30 -31
leaf_value=7.1439177410158586e-09 1.1606203058719353e-06 3.2782753989868941e-06 -2.2958344423429369e-06 -1.536242343149752e-06 5.7826473468222428e-07 -6.180144328027382e-07 2.0066066349500035e-06 -1.0365190772547622e-07 -5.3430373642890298e-07 1.0422751489613803e-06 -4.3690497012572788e-07 7.4360453368171884e-08 1.0385256175703989e-06 -1.4078289599756714e-06 -1.4713335157726502e-06 7.4590939554443891e-07 -9.3863940321625704e-07 -6.8925561836605001e-07 7.7822577623010151e-07 5.6010330855198932e-07 1.4003875409782958e-06 -7.7254147726080189e-07 -1.5564882509668519e-06 -1.6635983386203451e-06 7.3041058950084021e-07 -9.956195167694612e-08 4.5887362224069266e-07 3.9319174893392983e-06 -1.8248474004524595e-06 7.2871052335293226e-09
leaf_weight=178 23 21 20 20 22 20 20 23 31 30 22 45 21 23 21 23 20 22 20 43 29 40 23 21 29 711 24 20 21 1535
leaf_count=178 23 21 20 20 22 20 20 23 31 30 22 45 21 23 21 23 20 22 20 43 29 40 23 21 29 711 24 20 21 1535
internal_value=0 1.79866e-07 -1.35737e-08 -1.48754e-07 2.26436e-09 -2.16641e-09 2.17055e-09 5.28484e-07 -6.4946e-09 -5.72747e-10 4.16468e-07 -8.57206e-09 1.6306e-09 -1.36454e-08 -4.17451e-07 -1.32172e-09 -7.98567e-09 -7.12097e-10 5.25872e-09 -8.83253e-10 3.01732e-07 -8.21351e-08 -1.4976e-08 -2.4256e-08 -9.68711e-09 -1.88828e-08 4.05979e-08 2.03753e-06 -1.49058e-07 -1.57982e-08
internal_weight=0 219 2902 198 2882 2860 2840 46 2794 2763 52 2711 2645 2625 66 2602 2579 2559 2537 2517 112 83 2405 2384 2363 2334 1602 44 732 1558
internal_count=3121 219 2902 198 2882 2860 2840 46 2794 2763 52 2711 2645 2625 66 2602 2579 2559 2537 2517 112 83 2405 2384 2363 2334 1602 44 732 1558
is_linear=0
shrinkage=0.1


Tree=8157
num_leaves=31
num_cat=0
split_feature=393 44 457 1 457 457 42 157 483 0 457 448 0 43 43 3 1375 457 150 457 4 4 49 484 2 43 2 3 4 43
split_gain=8.07688e-10 7.96084e-10 7.39613e-10 2.98621e-09 1.28768e-09 4.00912e-09 3.90069e-09 6.88727e-09 3.13611e-09 6.48753e-09 1.82039e-09 1.06361e-09 2.14388e-09 1.29075e-09 6.88733e-09 1.87765e-08 4.96273e-09 3.52977e-09 4.80472e-09 3.30888e-09 3.036e-09 7.3018e-09 3.86345e-09 1.15171e-08 8.93623e-09 3.43493e-09 6.54878e-09 2.42709e-09 2.2866e-09 1.81493e-09
threshold=0.12679500000000002 0.094585000000000016 -0.11701499999999999 0.091535000000000019 -0.081909999999999997 -0.067164999999999989 0.084435000000000024 -0.081579999999999986 0.08981500000000002 -0.084804999999999978 -0.0071649999999999995 0.030280000000000001 -0.24955499999999997 -0.081944999999999976 -0.08287499999999999 -0.082234999999999989 -0.15308499999999997 0.10487 0.10874500000000002 0.085360000000000005 -0.010024999999999997 -0.0078799999999999981 0.11428500000000001 0.090535000000000018 0.11510000000000002 -0.11008499999999999 0.089775000000000008 -0.087129999999999985 -0.013514999999999998 -0.081454999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -4 9 -8 -7 12 -12 14 17 -16 -15 18 19 20 28 -22 23 24 25 27 -27 -23 -14 -18
right_child=-2 -3 4 -5 5 10 8 -9 -10 -11 11 -13 13 16 15 -17 29 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-4.8767410663933093e-07 5.2528990785315826e-07 4.4402007192846407e-07 3.0362733767219656e-07 1.038130203753475e-06 1.0313798174909582e-06 -9.4392962826835484e-07 1.4372628901114556e-06 -1.9527849367991182e-06 -8.7012550625578788e-07 -6.748738684336786e-07 9.0011950729918834e-07 -6.7226192660048883e-07 3.2025790585731996e-08 -1.3081622825900982e-06 3.536492178703893e-06 -2.0729247795758497e-07 8.3120627785149288e-07 -1.2643560900133231e-06 1.4120961936896494e-06 1.2307776262873848e-06 -2.1310915252841023e-06 1.054514410441243e-06 9.6719090757565373e-07 -2.5233618387011079e-06 1.7422875108271303e-06 -7.0995355200107999e-08 -2.3299647194465123e-06 -3.8783098779455421e-07 8.3002019881206488e-07 -4.3627951652563817e-08
leaf_weight=23 29 39 24 29 37 21 33 31 23 26 26 24 351 31 21 37 24 21 25 21 21 20 26 21 24 33 21 28 40 1991
leaf_count=23 29 39 24 29 37 21 33 31 23 26 26 24 351 31 21 37 24 21 25 21 21 20 26 21 24 33 21 28 40 1991
internal_value=0 -4.92246e-09 -1.06574e-08 3.63255e-07 -1.71364e-08 -2.80974e-09 -3.16637e-07 -9.68169e-07 1.20367e-07 5.06491e-07 -1.63453e-08 -9.40329e-09 -3.68488e-09 -1.22113e-08 1.03962e-07 1.14822e-06 -5.25256e-08 1.10681e-08 5.35148e-08 -2.53226e-09 -4.68049e-08 -3.7022e-07 -1.56473e-07 -3.55216e-07 6.14139e-09 -4.02364e-07 -9.49483e-07 2.13146e-07 1.13662e-07 -3.32081e-08
internal_weight=0 3092 3053 52 3001 2864 137 55 82 59 2827 2806 2782 2756 710 58 2046 652 631 606 585 194 173 147 126 102 54 48 391 2015
internal_count=3121 3092 3053 52 3001 2864 137 55 82 59 2827 2806 2782 2756 710 58 2046 652 631 606 585 194 173 147 126 102 54 48 391 2015
is_linear=0
shrinkage=0.1


Tree=8158
num_leaves=31
num_cat=0
split_feature=1429 156 1429 1429 133 4 151 4 151 4 52 1429 2 13 3 154 1429 123 46 471 49 49 130 484 133 15 49 13 49 0
split_gain=7.51039e-10 2.64761e-09 1.3985e-09 7.80529e-10 5.60243e-09 9.29853e-09 4.06123e-09 3.76597e-09 1.01712e-08 9.08674e-09 3.37148e-09 4.46422e-09 2.93019e-09 2.81771e-09 1.65462e-09 1.57554e-09 1.47133e-09 1.20678e-09 1.21717e-09 4.45135e-09 1.38425e-09 3.3297e-09 3.24726e-09 3.66083e-09 4.85589e-09 1.03154e-08 6.74547e-09 8.52426e-09 6.53162e-09 3.00309e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.083715000000000026 0.089980000000000018 -0.012889999999999999 -0.54526999999999981 -0.0086549999999999978 -0.085604999999999987 -0.0047449999999999992 -0.010739999999999998 0.084885000000000002 0.10644500000000001 -0.085034999999999986 -0.083654999999999993 0.085530000000000009 0.057970000000000008 0.11679000000000002 0.10253500000000002 0.091465000000000005 0.09567500000000001 0.092975000000000016 0.11417500000000001 0.073690000000000019 0.089595000000000022 -0.069954999999999989 0.10877000000000002 -0.010739999999999998 0.11843000000000002 -0.14001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 7 -6 -4 8 -5 -9 11 -10 14 -11 -13 16 17 18 19 20 21 -8 23 24 26 -26 27 -22 -28 -30
right_child=1 -3 3 4 5 -7 15 9 10 13 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-5.8221511096689942e-07 -7.977583581206007e-07 1.1509822611799337e-06 1.4378831440353679e-06 2.0104244256423235e-06 4.0034077528616765e-07 -2.5191890510238107e-06 5.7409798303869572e-09 -2.0917876095154499e-06 -1.5004691893712639e-06 1.1294245856182291e-06 1.1114750604690471e-06 9.9753969046949867e-07 -8.836894296663282e-07 -4.279770131723546e-07 -1.1030715366079955e-07 8.9210783329463092e-07 -8.5326130601970366e-07 5.90998521374786e-07 -7.4076502559447286e-07 1.3912826301273764e-06 9.0457537946046324e-08 1.1027180586812132e-06 8.929614629948901e-07 7.9888499595444263e-07 -8.6364032490999961e-08 -2.3358397197310093e-06 1.968868960353748e-06 -2.5010830025383839e-06 7.5300330511903931e-07 -5.9049624843371533e-07
leaf_weight=22 22 20 20 29 20 24 2348 25 24 21 20 28 23 26 26 20 20 35 22 23 30 28 24 26 47 36 21 22 28 41
leaf_count=22 22 20 20 29 20 24 2348 25 24 21 20 28 23 26 26 20 20 35 22 23 30 28 24 26 47 36 21 22 28 41
internal_value=0 4.1338e-09 -3.31568e-09 2.4016e-09 -1.61275e-07 -1.19213e-06 1.8001e-08 4.30389e-08 3.28392e-07 -5.51447e-07 -7.47396e-08 -3.09634e-07 6.1536e-08 2.67883e-07 4.64132e-07 7.75284e-09 1.3235e-09 7.58191e-09 7.877e-12 6.10249e-09 -5.91529e-09 1.86683e-08 -2.18318e-07 -3.24575e-07 -4.54398e-07 -1.06204e-06 -9.92261e-08 -1.00596e-06 4.24667e-07 -4.5308e-08
internal_weight=0 3099 3079 3057 266 44 2791 222 150 72 121 101 77 47 54 2771 2751 2731 2696 2674 2651 2376 275 251 225 83 142 52 90 69
internal_count=3121 3099 3079 3057 266 44 2791 222 150 72 121 101 77 47 54 2771 2751 2731 2696 2674 2651 2376 275 251 225 83 142 52 90 69
is_linear=0
shrinkage=0.1


Tree=8159
num_leaves=31
num_cat=0
split_feature=16 16 1213 394 16 52 16 16 4 13 10 12 13 401 132 43 0 0 4 0 133 1 457 12 2 0 1210 3 13 15
split_gain=7.95979e-10 4.33429e-09 3.01946e-09 3.89216e-09 3.62287e-09 3.95856e-09 3.49768e-09 6.61867e-09 6.51771e-09 3.22042e-09 5.65266e-09 6.57469e-09 5.89698e-09 2.7707e-09 2.82784e-09 4.91816e-09 3.28615e-09 1.25189e-08 3.9013e-09 5.31912e-09 4.7886e-09 2.8786e-09 5.83467e-09 4.12461e-09 3.90536e-09 4.52237e-09 2.66297e-09 6.09201e-09 2.65248e-09 3.99129e-09
threshold=-0.088704999999999992 -0.088159999999999988 0.12955000000000003 -0.12099999999999998 -0.090764999999999985 0.088185000000000013 -0.092484999999999984 -0.094359999999999986 -0.080094999999999986 0.24813000000000004 -0.38124499999999995 0.12757000000000002 0.11596500000000001 0.094955000000000025 0.088890000000000011 -0.072534999999999988 -0.095504999999999993 -0.093584999999999988 -0.00027999999999999998 -0.10151999999999999 -1.0000000180025095e-35 0.10937500000000001 0.094310000000000019 0.089625000000000024 0.11704500000000001 -0.20211999999999997 -0.12043 -0.082284999999999983 -0.097224999999999992 -0.11033999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 9 -8 10 -5 12 13 14 16 -16 18 -18 20 21 -12 22 23 28 -23 -26 27 -3 -20 -30
right_child=1 26 -4 4 5 -7 8 -9 -10 -11 11 -13 -14 -15 15 -17 17 -19 19 -21 -22 24 -24 -25 25 -27 -28 -29 29 -31
leaf_value=1.2369446425430437e-06 1.3416429928838627e-06 2.2606414100156305e-07 -1.1204159732271905e-06 1.5272172939025571e-06 -1.5122710321894115e-06 1.9955892815398164e-07 1.7767032220255153e-06 -1.4262094448115803e-06 -3.8233738271847632e-07 -1.2376218310670256e-06 5.8726285686816487e-08 -1.563400763660428e-06 1.4487740275269192e-06 9.1873212525193783e-07 -1.6307947559350092e-06 2.4829635717738854e-07 2.5534953651499979e-06 3.1615282984316308e-08 6.1205931494383086e-07 -1.2383954378602733e-06 -1.801421537141235e-06 4.4548729801062041e-07 1.935783696115409e-06 1.3352346300003458e-06 -2.0744952942308714e-06 -1.3319707070043782e-07 3.5810363056687641e-08 -1.8302844646314045e-06 1.8833097023026632e-07 -1.3638158596525804e-06
leaf_weight=23 25 34 27 24 35 22 29 35 27 21 25 27 28 29 30 26 22 187 31 33 31 37 21 23 20 30 2127 25 37 30
leaf_count=23 25 34 27 24 35 22 29 35 27 21 25 27 28 29 30 26 22 187 31 33 31 37 21 23 20 30 2127 25 37 30
internal_value=0 3.24011e-08 -7.87164e-08 -4.68638e-08 -8.11982e-08 -8.51565e-07 -2.65147e-08 -8.3658e-08 7.35737e-07 -1.76618e-08 1.94137e-08 -3.48402e-08 2.9646e-08 -3.52814e-08 -8.27366e-08 -7.5836e-07 -1.09437e-08 2.97076e-07 -2.13385e-07 -5.14518e-08 -9.70998e-07 1.19592e-07 3.97109e-07 1.30066e-07 -3.33365e-07 -9.09716e-07 1.7428e-08 -6.4527e-07 -1.5278e-07 -5.0666e-07
internal_weight=0 2211 910 883 860 57 803 747 56 712 691 667 640 612 583 56 527 209 318 262 56 229 142 121 87 50 2186 59 98 67
internal_count=3121 2211 910 883 860 57 803 747 56 712 691 667 640 612 583 56 527 209 318 262 56 229 142 121 87 50 2186 59 98 67
is_linear=0
shrinkage=0.1


Tree=8160
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 2 44 15 15 51 15 42 1 1 1 16 15 0 0 0 49 42 402 15 2 9 42 133 42 124 16
split_gain=7.83257e-10 1.76263e-09 1.22683e-09 1.17115e-09 2.74823e-09 8.08573e-10 7.7789e-10 7.3502e-09 8.34374e-09 2.83018e-09 6.65474e-09 3.50841e-09 2.47859e-08 2.2113e-08 3.64873e-09 5.21163e-09 4.10289e-09 3.50998e-09 3.28161e-09 7.74526e-09 2.88761e-09 1.91942e-09 1.80577e-09 5.2241e-09 2.15879e-09 1.76255e-09 2.0549e-09 1.83288e-09 2.66324e-09 2.27747e-09
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.060529999999999994 0.08734500000000002 0.094585000000000016 -0.088429999999999995 -0.090644999999999989 0.0038750000000000004 -0.092489999999999989 0.084835000000000008 0.09253500000000002 0.088975000000000012 0.096325000000000008 -0.10850999999999998 -0.095244999999999982 -0.097274999999999986 -0.10607499999999999 -0.11437499999999999 0.084620000000000015 -0.069529999999999995 0.088090000000000016 -0.086254999999999984 0.085515000000000022 0.087755000000000014 -0.088249999999999981 -0.054584999999999995 0.11603500000000001 1.0000000180025095e-35 0.051380000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 9 -9 11 -11 12 14 -13 18 16 17 -16 -5 -20 -18 25 23 -8 -24 -15 -27 28 29 -28
right_child=1 2 3 5 -6 -7 22 8 -10 10 -12 13 -14 21 15 -17 20 -19 19 -21 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-5.6908080760346526e-07 8.7657010755284992e-07 -6.9978986175556209e-07 1.2428228974386002e-06 -1.9949530724261425e-07 -1.2198173319827927e-07 4.5931680973980464e-07 -5.2164993746828259e-07 -3.1069827145540512e-07 -2.7618756023782358e-06 1.7136476277338868e-06 -3.2976172121834684e-07 2.6917497696250659e-06 -3.6386659159927062e-06 8.2381315095240692e-07 -1.6965266169677308e-08 -1.5203687604709207e-06 1.2550407823461931e-06 -1.8904604473490849e-06 2.5063859362717265e-06 -1.7717828145138019e-08 -3.3545312220097449e-08 -8.317692534731691e-07 -5.8986657477535269e-09 1.4435216670453003e-06 9.1103223273701318e-07 -1.0384895533309733e-06 -1.0966494941065617e-07 8.6330503150251891e-07 -1.1959020329754823e-06 8.3601117696303094e-07
leaf_weight=24 23 25 25 45 36 37 24 41 21 30 34 31 21 23 20 31 22 20 20 31 83 32 2064 31 26 21 209 22 20 29
leaf_count=24 23 25 25 45 36 37 24 41 21 30 34 31 21 23 20 31 22 20 20 31 83 32 2064 31 26 21 209 22 20 29
internal_value=0 4.40534e-09 -2.12029e-09 3.60019e-09 4.37364e-07 -5.2551e-09 -1.108e-08 -9.48369e-08 -1.14094e-06 -7.66199e-09 6.28086e-07 -6.74971e-08 -3.28546e-07 1.30145e-07 -7.29858e-08 -3.43485e-07 -9.1875e-08 -9.53713e-07 4.22929e-07 9.72127e-07 2.36444e-07 -9.29162e-08 2.03923e-08 5.85992e-07 5.50813e-09 -1.99431e-08 -8.44161e-08 -1.28606e-08 -8.75724e-08 5.56449e-09
internal_weight=0 3097 3074 3049 61 2988 2951 806 62 744 64 680 293 387 272 176 145 40 96 51 105 356 2145 55 2090 324 301 280 258 238
internal_count=3121 3097 3074 3049 61 2988 2951 806 62 744 64 680 293 387 272 176 145 40 96 51 105 356 2145 55 2090 324 301 280 258 238
is_linear=0
shrinkage=0.1


Tree=8161
num_leaves=31
num_cat=0
split_feature=1429 156 1429 34 34 97 9 3 159 2 4 1204 132 15 132 50 400 52 393 0 133 12 50 3 484 50 1212 3 403 3
split_gain=8.01252e-10 2.33806e-09 9.55309e-10 7.80777e-10 1.00103e-09 4.60747e-09 2.60953e-09 5.71201e-09 2.59116e-09 2.38613e-09 7.79326e-09 7.93015e-10 8.54624e-10 2.45259e-08 1.63332e-08 4.07604e-09 9.11919e-10 1.20347e-09 1.53462e-09 1.10542e-09 2.27952e-09 8.00223e-10 7.50205e-10 2.36726e-09 4.5277e-09 1.73957e-09 1.69221e-09 4.22271e-09 3.18473e-09 5.15735e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.13895999999999997 -0.112215 -0.057544999999999992 -0.079444999999999988 0.091600000000000015 -0.13309499999999996 0.078675000000000009 -1.0000000180025095e-35 0.053180000000000012 0.053645000000000005 -0.083284999999999984 0.091915000000000011 -0.066044999999999979 0.09227500000000001 -0.08725999999999999 0.090645000000000017 0.10317000000000003 -0.096374999999999975 -0.37971999999999995 0.088045000000000012 0.12213000000000002 0.10299500000000002 -0.063689999999999983 0.11941000000000002 0.10703000000000001 -0.077104999999999993 -0.054954999999999997 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 9 -8 -5 10 -6 12 13 15 -14 16 -11 18 19 -18 -21 -22 25 24 -24 26 -16 28 29 -28
right_child=1 -3 3 4 6 -7 7 -9 -10 11 -12 -13 14 -15 22 -17 17 -19 -20 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-6.0137228258967798e-07 -6.5934396554274092e-07 1.081982960897676e-06 -4.9732366828574156e-07 -8.7720195617398877e-07 -3.6723500816801142e-07 1.4750705081496564e-06 6.0646201347935859e-07 -1.561160722978398e-06 5.7991510946363716e-07 6.3628368678791964e-07 2.2173229433519738e-06 5.1895986902748297e-07 -2.8683900808346154e-06 3.5119125395510763e-06 -2.1167025040605361e-08 -1.3962597698480296e-06 6.0035258684365547e-07 6.2362764964518645e-07 -9.6642332110263855e-07 -1.0637628179533853e-06 -2.0638263222849674e-07 6.5008565115931564e-07 -1.0213024336280795e-06 1.0488938950662227e-06 4.4091486396761566e-07 -9.4086392323333721e-07 -5.1627226117613076e-07 1.6999778199533467e-06 -7.3469156186926441e-07 1.6034324588076743e-06
leaf_weight=22 22 20 31 26 28 25 20 31 23 20 20 29 20 20 2365 24 21 20 22 22 24 20 30 28 72 20 22 20 30 24
leaf_count=22 22 20 31 26 28 25 20 31 23 20 20 29 20 20 2365 24 21 20 22 22 24 20 30 28 72 20 22 20 30 24
internal_value=0 4.2606e-09 -2.73987e-09 1.98545e-09 7.10064e-09 3.70372e-07 -2.00576e-09 -7.11113e-07 -1.93249e-07 1.04604e-08 7.09664e-07 -1.30324e-09 -6.64589e-09 1.96467e-07 -2.15454e-08 -1.86822e-07 7.98702e-09 -8.94233e-08 -2.20258e-07 -3.1573e-08 -2.3264e-07 1.82921e-07 2.611e-10 2.34429e-07 1.0851e-08 -1.20089e-08 -4.46031e-09 4.07117e-07 6.689e-08 5.89661e-07
internal_weight=0 3099 3079 3057 3026 74 2952 51 49 2901 48 2853 2824 193 2631 173 149 129 109 87 66 44 2611 130 102 2481 2461 96 76 46
internal_count=3121 3099 3079 3057 3026 74 2952 51 49 2901 48 2853 2824 193 2631 173 149 129 109 87 66 44 2611 130 102 2481 2461 96 76 46
is_linear=0
shrinkage=0.1


Tree=8162
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 2 132 393 1203 1203 1213 52 52 2 16 1429 1428 1429 156 47 47 47 43 47 456 47 43 43 49 15 34
split_gain=8.48529e-10 1.62489e-09 8.41455e-10 1.13951e-09 3.39823e-09 8.28687e-10 5.12222e-09 3.17783e-09 6.77799e-10 8.61067e-10 1.03179e-09 1.39299e-09 9.44727e-10 7.52333e-10 6.73182e-10 7.29159e-10 1.41727e-09 1.29764e-09 7.28375e-10 8.22733e-09 4.74682e-09 1.14713e-09 1.01887e-09 1.95772e-09 1.78376e-09 1.38012e-09 2.16152e-09 1.58249e-09 1.3647e-09 9.90242e-10
threshold=-0.38234499999999999 -0.23587499999999997 -0.092414999999999983 -0.060529999999999994 0.086950000000000013 -0.083449999999999983 0.12679500000000002 0.089480000000000018 0.084795000000000023 0.085855000000000015 0.08976000000000002 0.085815000000000016 0.097385000000000013 -0.046599999999999996 0.12387000000000002 0.087445000000000009 -0.0091699999999999993 -0.093169999999999989 0.092165000000000011 0.096475000000000019 0.088915000000000008 0.0047850000000000011 0.10843500000000002 0.085800000000000015 0.11170500000000001 -0.065269999999999981 -0.077944999999999987 0.15021500000000002 -0.098289999999999975 -0.112215
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 14 8 9 10 11 13 -12 -5 15 16 -7 -18 20 -20 29 22 23 28 -24 26 -26 -27 -21 -19
right_child=1 2 3 5 -6 6 -8 -9 -10 -11 12 -13 -14 -15 -16 -17 17 18 19 21 -22 -23 24 -25 25 27 -28 -29 -30 -31
leaf_value=-5.9231217430048381e-07 8.4198344191700815e-07 -5.3778970764455914e-07 1.4965510752062983e-06 -3.5417216098081058e-07 -1.2133499190846074e-07 -8.4162528082742935e-07 1.5293475211241128e-06 -1.3951756579899667e-06 3.0151887244755929e-07 -7.7725122764604755e-07 -9.5917258650366606e-07 8.2792766230947261e-07 1.1575117753181986e-09 3.1636987500860415e-07 -5.2990784856395601e-07 5.3961083858666828e-07 6.9307375048942458e-07 -6.1356739816066981e-07 -1.7510992957513425e-06 1.2474777724525701e-06 1.4136713919773079e-06 -6.1737534520034387e-07 -9.1429648624138548e-07 -2.4789228747991851e-07 2.1269337894480602e-07 7.5541340290889168e-07 -9.7262900317218727e-07 -3.2127988987440407e-07 2.1110303644415277e-07 7.0169928398255877e-09
leaf_weight=24 23 29 20 44 37 20 22 20 39 20 21 21 20 27 24 25 27 26 29 27 24 25 21 31 40 43 25 20 24 2323
leaf_count=24 23 29 20 44 37 20 22 20 39 20 21 21 20 27 24 25 27 26 29 27 24 25 21 31 40 43 25 20 24 2323
internal_value=0 4.591e-09 -1.67446e-09 3.4314e-09 4.46344e-07 -5.01775e-09 9.53561e-09 -1.95584e-07 -7.06269e-08 -1.65488e-07 -7.34931e-08 1.12444e-07 -4.90719e-07 -9.91773e-08 -2.60522e-09 2.0304e-09 -2.93799e-09 3.30921e-09 -3.69742e-09 -1.54749e-07 1.44441e-08 2.60871e-08 9.57259e-08 3.78826e-07 -6.00741e-08 8.00718e-08 -2.432e-07 4.13606e-07 7.59772e-07 1.4803e-10
internal_weight=0 3097 3074 3045 57 2988 2776 212 192 153 133 92 41 71 2754 2730 2705 2685 2658 285 2373 256 231 82 149 128 65 63 51 2349
internal_count=3121 3097 3074 3045 57 2988 2776 212 192 153 133 92 41 71 2754 2730 2705 2685 2658 285 2373 256 231 82 149 128 65 63 51 2349
is_linear=0
shrinkage=0.1


Tree=8163
num_leaves=31
num_cat=0
split_feature=1429 156 11 0 156 1429 474 475 0 475 155 475 154 1456 1456 147 147 147 483 15 479 49 133 455 1455 15 15 160 2 160
split_gain=8.48696e-10 2.10029e-09 7.5539e-10 2.93667e-09 2.11787e-09 1.21397e-09 1.92643e-09 1.27546e-09 1.52503e-09 1.36181e-09 1.01778e-09 1.09644e-09 9.04747e-10 1.40311e-09 2.05791e-09 9.73484e-10 1.76021e-09 3.79303e-09 1.60254e-09 1.17102e-09 4.94432e-09 2.74633e-09 4.13575e-09 1.54024e-09 1.49435e-09 4.11287e-09 3.19119e-09 6.49759e-09 2.28279e-09 1.36183e-08
threshold=-0.23752499999999996 0.32523500000000005 0.097680000000000017 -0.033209999999999996 0.14540500000000003 0.12387000000000002 -0.23025999999999996 -0.10664 -0.067094999999999988 -0.091889999999999986 0.11562500000000002 0.093020000000000005 0.084190000000000001 0.11510000000000002 0.10795500000000001 0.11204500000000002 0.099230000000000013 0.093875000000000014 -0.47181499999999993 0.12044500000000001 0.11327500000000001 -0.049039999999999993 1.0000000180025095e-35 0.093680000000000013 0.10701500000000001 0.11728000000000001 0.11171000000000002 -0.072114999999999985 0.11411 0.10070500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 -8 -9 11 12 13 14 15 16 17 18 -11 20 23 -21 -23 24 25 26 28 -28 -20 -30
right_child=1 -3 3 -5 -6 -7 7 9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 19 21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-6.1891385572917814e-07 9.1422844523391262e-07 1.0258443381871984e-06 2.5116287978452705e-07 -1.3239500624706579e-06 1.0296984796909215e-06 -7.6041959925446247e-07 -1.4692507951015918e-09 8.0592530832204615e-07 -1.1838152653353973e-06 8.4219148784145745e-07 -6.7985041648005959e-07 7.4075434895348737e-07 -6.2691416063819866e-07 6.5107123101838775e-07 -1.0155653365018224e-06 -6.6012031022017427e-07 8.2664444676083806e-07 -1.2516817340231988e-06 4.3743220562253648e-08 -3.0976547822803017e-07 -1.5754169567117062e-06 1.5965522928240716e-06 -3.7768622718203919e-08 8.771458072942552e-07 -6.5277200828209714e-07 1.1498936150048628e-06 4.070711625235969e-07 -1.9721671700760153e-06 -7.3399227576903722e-08 -2.770131404759013e-06
leaf_weight=22 23 20 29 20 20 21 24 21 20 23 22 20 23 33 20 22 26 24 2120 40 20 30 32 20 35 31 22 24 294 20
leaf_count=22 23 20 29 20 20 21 24 21 20 23 22 20 23 33 20 22 26 24 2120 40 20 30 32 20 35 31 22 24 294 20
internal_value=0 4.39149e-09 -2.24348e-09 -3.9174e-07 4.05532e-09 -2.75959e-09 2.56355e-09 -4.506e-09 -5.38899e-07 3.54099e-09 -2.26738e-09 2.9104e-09 -2.25115e-09 2.81488e-09 -4.81711e-09 2.44662e-09 7.72604e-09 -5.89268e-11 1.10215e-08 3.90952e-09 -9.19898e-09 3.36249e-07 7.53032e-07 3.00849e-09 -3.85826e-09 5.18673e-09 -9.1221e-09 -8.34271e-07 6.47232e-09 -2.45166e-07
internal_weight=0 3099 3079 49 3030 3010 2989 2966 44 2922 2901 2879 2859 2836 2803 2783 2761 2735 2711 2688 2586 102 62 2566 2546 2511 2480 46 2434 314
internal_count=3121 3099 3079 49 3030 3010 2989 2966 44 2922 2901 2879 2859 2836 2803 2783 2761 2735 2711 2688 2586 102 62 2566 2546 2511 2480 46 2434 314
is_linear=0
shrinkage=0.1


Tree=8164
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 2 156 1429 1420 1428 132 1185 15 1186 156 471 132 1446 3 12 1446 15 1446 1446 15 2 481 160 2 2 16
split_gain=9.56526e-10 1.48947e-09 7.68309e-10 9.24756e-10 2.72978e-09 8.07728e-10 9.69705e-10 1.42784e-09 8.93249e-10 8.04279e-10 4.69722e-09 2.50448e-09 2.12565e-09 1.18033e-09 9.89468e-10 9.67926e-10 9.22061e-10 2.85214e-09 3.80972e-09 1.5284e-09 4.38093e-09 2.96586e-09 3.31273e-09 2.23204e-09 1.01359e-09 1.16821e-08 9.18689e-09 7.76871e-09 5.09773e-09 2.03109e-08
threshold=-0.38234499999999999 -0.23587499999999997 -0.092414999999999983 -0.054654999999999988 0.086950000000000013 -0.14064999999999997 0.12451000000000002 -0.085599999999999996 0.087445000000000009 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.085604999999999987 0.092925000000000021 -0.085749999999999979 0.091725000000000015 -0.082879999999999995 0.089570000000000025 0.086195000000000008 0.088495000000000018 0.083715000000000026 0.057835000000000004 -0.08730499999999998 0.091055000000000011 -0.00058999999999999992 -0.53908999999999996 0.09142500000000002 0.089725000000000013 -0.073849999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 -7 9 11 -11 12 15 -12 16 -9 19 -18 -19 21 23 22 24 -21 26 -26 -15 -27 -28 -30
right_child=1 2 3 5 -6 6 -8 8 -10 10 13 -13 -14 14 -16 -17 17 18 -20 20 -22 -23 -24 -25 25 27 28 -29 29 -31
leaf_value=-6.288764694772909e-07 8.066137135766321e-07 -5.1340748247388673e-07 1.3116583919744094e-06 -6.2205978787503794e-07 -1.0249760745677917e-07 -7.4229014680545688e-07 6.7744151537107476e-07 -4.7181774868192081e-08 6.3685643522407276e-07 1.5019539042831248e-06 7.472094875451842e-07 -1.1293991112779623e-06 -1.014809556040962e-06 -2.0853312429897582e-06 -6.316038691807081e-07 6.2621766517168008e-07 1.0592669079387358e-06 -7.3524870338970739e-07 7.8667690731576997e-07 -6.123383300860042e-07 -1.5973835858225675e-06 8.6625235079888317e-07 -1.2944769616751729e-06 8.8166208968232239e-07 2.4663754948051066e-06 1.9765681923900045e-06 2.6834867563657104e-08 -1.4318296200207912e-08 -2.1891545884500377e-06 8.183256719073757e-07
leaf_weight=24 23 29 21 21 39 26 21 146 22 21 21 25 21 22 25 25 33 38 29 20 23 39 20 20 20 20 1257 980 47 43
leaf_count=24 23 29 21 21 39 26 21 146 22 21 21 25 21 22 25 25 33 38 29 20 23 39 20 20 20 20 1257 980 47 43
internal_value=0 4.87506e-09 -1.12364e-09 3.75526e-09 3.92457e-07 -4.05784e-09 3.20713e-10 -4.51093e-09 2.06509e-09 -2.75889e-09 1.2245e-08 -1.87922e-07 -6.53338e-08 4.70857e-10 -5.47812e-09 5.12684e-08 5.16954e-10 2.983e-07 -7.65048e-08 -1.13422e-08 -4.97672e-07 1.17366e-09 -1.28313e-08 1.34662e-07 -2.10179e-09 7.33597e-08 -5.83259e-08 2.54994e-08 -2.52196e-08 -7.52247e-07
internal_weight=0 3097 3074 3045 60 2985 2964 2943 2917 2895 2678 217 192 2657 2636 171 2611 100 67 2511 63 2448 2409 40 2389 1020 1369 1000 1347 90
internal_count=3121 3097 3074 3045 60 2985 2964 2943 2917 2895 2678 217 192 2657 2636 171 2611 100 67 2511 63 2448 2409 40 2389 1020 1369 1000 1347 90
is_linear=0
shrinkage=0.1


Tree=8165
num_leaves=31
num_cat=0
split_feature=1429 156 132 1203 1185 50 50 12 0 483 158 158 402 13 13 402 52 4 3 3 16 1429 402 1429 15 52 480 13 147 1455
split_gain=8.82611e-10 1.91161e-09 7.76469e-10 2.14995e-08 1.17488e-08 3.16396e-09 9.10372e-10 8.14671e-10 7.10393e-09 3.01292e-09 4.19181e-09 3.63706e-09 2.61684e-09 2.47342e-09 2.39421e-09 2.51588e-09 2.75191e-09 3.6708e-09 4.55205e-09 4.33335e-09 2.25248e-09 1.93849e-09 1.48097e-09 1.40627e-09 1.44351e-09 3.97558e-09 3.28688e-09 1.41536e-09 1.35942e-09 1.35346e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.093975000000000017 0.14602500000000004 0.099815000000000015 0.10455500000000001 0.10143000000000001 0.083490000000000023 0.11245500000000001 0.024785000000000005 -0.087184999999999985 -0.06532499999999998 -0.064959999999999976 0.10263500000000002 -0.049534999999999989 -0.13309499999999996 -0.066704999999999987 -0.076354999999999992 -0.10379499999999998 -0.40883999999999993 -0.08262499999999999 0.12044500000000001 0.19022000000000003 0.11704500000000002 -0.004174999999999999 0.10271500000000001 0.10861000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 7 21 9 10 12 -12 13 -9 -15 22 17 20 -19 -20 -17 -6 -16 -23 26 27 28 -26 29 -25
right_child=1 -3 4 -5 6 -7 -8 8 -10 -11 11 -13 -14 14 15 16 -18 18 19 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-6.311589273040723e-07 -6.1083070030625612e-09 9.789701715590127e-07 -2.317700095359628e-06 3.2214249624000027e-06 9.5166454369436071e-07 -1.3051262079616641e-06 5.9116727496844901e-07 5.638470098899364e-07 -1.8444110413957272e-06 -1.1866873042739221e-06 1.9561120507205486e-06 9.285193465819414e-08 7.2640689326670543e-07 -1.3853206405656238e-06 -9.1285305468493163e-08 -1.7129072489296961e-07 -1.3325596707350738e-06 4.1249207381200831e-07 -2.3938923845889805e-06 -3.1222337460334875e-07 1.2656420619805431e-06 -6.958541267262522e-07 1.0533064730111618e-06 3.1759233656189097e-08 -7.3133345921405637e-07 1.4710342766193209e-06 -1.2414078333850263e-06 4.5835683252448686e-07 -7.6703541625730326e-07 -6.3349579535966887e-07
leaf_weight=22 175 20 22 21 22 21 26 35 23 21 20 22 34 20 26 24 28 23 20 20 20 28 20 2269 20 25 21 20 22 31
leaf_count=22 175 20 22 21 22 21 26 35 23 21 20 22 34 20 26 24 28 23 20 20 20 28 20 2269 20 25 21 20 22 31
internal_value=0 4.47846e-09 -1.85146e-09 1.80522e-07 -1.56792e-08 -1.45289e-07 2.15332e-09 -3.28888e-09 -1.44671e-07 -2.72717e-08 5.07659e-08 9.80119e-07 -9.38001e-08 -2.11966e-07 -3.47057e-07 -2.32332e-07 -4.49962e-07 -2.19001e-07 -7.08492e-07 -1.35306e-06 4.81861e-07 1.7188e-08 4.06363e-07 8.74852e-09 1.69416e-08 4.8179e-07 4.04566e-09 -1.36488e-07 1.53095e-08 2.27928e-08
internal_weight=0 3099 3079 217 2862 196 2840 2814 356 333 312 42 270 236 201 181 135 107 63 40 44 2458 46 2436 2408 65 2343 40 2322 2300
internal_count=3121 3099 3079 217 2862 196 2840 2814 356 333 312 42 270 236 201 181 135 107 63 40 44 2458 46 2436 2408 65 2343 40 2322 2300
is_linear=0
shrinkage=0.1


Tree=8166
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 475 132 393 1203 1208 1208 402 3 1185 130 3 3 16 16 16 394 130 39 33 3 47 16 2 1 4 1
split_gain=9.99966e-10 1.37457e-09 8.24986e-10 7.85365e-10 2.3251e-09 6.90625e-10 4.46001e-09 4.21372e-09 7.52619e-10 1.67451e-09 7.74774e-10 1.14382e-08 9.35801e-10 9.28804e-10 3.50529e-09 2.52313e-09 2.29994e-09 2.5109e-09 1.20753e-09 1.16003e-09 3.13852e-09 1.12211e-09 2.92863e-09 1.45612e-09 5.02098e-09 1.89768e-08 1.7258e-08 2.48716e-09 1.27765e-08 5.58727e-09
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.054654999999999988 -0.011519999999999997 -0.083449999999999983 0.12679500000000002 0.089480000000000018 0.11846000000000001 0.10683000000000002 0.13924000000000003 -0.078724999999999976 0.093750000000000014 -0.0070449999999999992 -0.116045 -0.094874999999999987 -0.08947999999999999 -0.14158499999999996 0.63636000000000015 -0.11103499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.009184999999999997 -0.0037349999999999996 0.094160000000000008 -0.056919999999999991 -0.045829999999999989 0.094220000000000012 0.052250000000000012 0.10234000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 8 -5 9 10 12 -12 13 14 -7 -16 17 -17 19 -15 -21 -22 -23 -24 26 -26 -25 28 -28 -29
right_child=1 2 3 5 -6 6 -8 -9 -10 -11 11 -13 -14 18 15 16 -18 -19 -20 20 21 22 23 24 25 -27 27 29 -30 -31
leaf_value=-6.4299260410886447e-07 7.7518581936492807e-07 -5.7288346692985213e-07 -3.3291770234557464e-07 -3.3586396971004479e-08 8.8209438741968266e-07 1.2659522056950394e-06 1.4279512831969692e-06 -1.5588159303092655e-06 5.5598935233547309e-07 -8.5611350582241925e-07 -9.7047002124587128e-07 2.0392105763834401e-06 -6.7155632558794994e-07 6.252734040033291e-07 -9.5983680446145381e-07 -1.1118335467585894e-07 -1.4216425912549647e-07 1.1933591636648089e-06 5.8255086342438584e-07 -1.2813263845146139e-06 5.1568908600673148e-07 -1.0675509551981998e-06 -5.9112077630980215e-08 -2.8668223801275874e-06 -1.5838299397196438e-07 3.2812839356705334e-06 8.4096451232703068e-08 -1.4323387867639563e-06 2.822568875444631e-06 1.3167707574903616e-07
leaf_weight=24 23 25 28 192 36 27 22 20 24 23 28 23 21 27 22 25 87 36 33 20 38 27 1845 20 53 23 115 26 20 188
leaf_count=24 23 25 28 192 36 27 22 20 24 23 28 23 21 27 22 25 87 36 33 20 38 27 1845 20 53 23 115 26 20 188
internal_value=0 4.98989e-09 -7.72798e-10 3.91817e-09 3.50527e-07 -3.5133e-09 9.78641e-09 -1.77476e-07 -1.55479e-09 -6.46167e-09 7.65403e-10 3.86837e-07 -6.65625e-09 -1.3512e-09 2.07499e-07 3.9392e-08 1.87926e-07 6.58711e-07 -1.82479e-08 -2.6502e-08 -3.39117e-08 -2.33179e-08 -3.21579e-08 -1.99502e-08 1.42417e-07 8.82569e-07 -1.00257e-08 1.53688e-07 4.89796e-07 -5.83435e-08
internal_weight=0 3097 3074 3049 64 2985 2773 212 2751 2727 2704 51 2653 2632 197 170 148 61 2435 2402 2375 2355 2317 2290 445 76 369 349 135 214
internal_count=3121 3097 3074 3049 64 2985 2773 212 2751 2727 2704 51 2653 2632 197 170 148 61 2435 2402 2375 2355 2317 2290 445 76 369 349 135 214
is_linear=0
shrinkage=0.1


Tree=8167
num_leaves=31
num_cat=0
split_feature=1429 475 3 3 11 12 1204 132 50 394 393 1176 1443 481 483 160 12 156 1446 0 0 52 11 9 33 2 43 51 43 1213
split_gain=9.05008e-10 1.7855e-09 8.65093e-10 2.09227e-09 6.90719e-09 2.06648e-09 1.5632e-09 1.1556e-09 2.12891e-08 1.03063e-08 2.27897e-09 1.1032e-09 9.25431e-10 1.01991e-09 9.79234e-10 1.70659e-09 6.44053e-09 1.21624e-09 1.51836e-09 9.31701e-10 4.89448e-09 3.03443e-09 1.52096e-09 1.34144e-09 5.15009e-09 1.50038e-09 1.29348e-09 3.84383e-09 1.76391e-09 4.48574e-09
threshold=-0.23752499999999996 0.13528000000000004 -0.24190499999999995 -0.16726499999999997 0.088710000000000011 0.09334000000000002 -0.13353999999999996 -0.083284999999999984 0.10022000000000002 0.12358500000000001 0.10483000000000002 0.087330000000000019 0.090755000000000016 0.11290000000000001 -0.47356499999999996 0.40950000000000003 0.089570000000000025 -0.092624999999999985 0.11353000000000001 0.13134000000000004 0.10455500000000001 0.091275000000000009 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 -0.045829999999999989 0.084740000000000024 0.081440000000000026 0.055925000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 -5 8 10 11 -8 12 13 14 -9 17 -17 -16 19 20 22 -21 -19 24 -24 -26 28 -28 -27 -30
right_child=1 -3 3 6 -6 -7 7 9 -10 -11 -12 -13 -14 -15 15 16 -18 18 -20 21 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=-6.3911532854697075e-07 -2.1973425056822471e-09 9.2349052162414105e-07 1.5687590402033976e-06 -8.876425604853467e-07 -4.1874938724441164e-07 -1.2084180322347039e-06 1.6861130999309327e-08 -7.0393971782323208e-07 3.3266309392843144e-06 -2.2792884990963104e-06 -1.0915408860715357e-06 7.3909669708882583e-07 -5.1720378597305437e-07 5.2902583226691992e-07 -6.8014534941051328e-07 -7.6455472367342744e-07 1.6030705410230441e-06 7.8329273568063713e-07 7.7005007779007433e-07 -2.3552171820521535e-07 -1.5421012784870636e-06 1.3317826972611546e-06 1.5517697534050969e-06 -6.0617367305320322e-07 -7.2391780728745903e-07 -9.9727662357462654e-09 -9.1488147678627957e-08 -1.513373120784226e-06 -3.1563323103611653e-07 1.139793619131524e-06
leaf_weight=22 49 21 34 20 36 20 159 20 20 20 21 20 35 36 27 20 27 24 25 30 21 21 21 38 30 2057 140 22 40 45
leaf_count=22 49 21 34 20 36 20 159 20 20 20 21 20 35 36 27 20 27 24 25 30 21 21 21 38 30 2057 140 22 40 45
internal_value=0 4.5364e-09 -1.73327e-09 6.29479e-09 5.46612e-07 -3.51827e-07 -6.57428e-09 -5.37494e-10 2.31456e-07 -1.76021e-08 -1.12452e-07 -8.42666e-10 -6.36666e-09 3.95553e-10 -6.90149e-09 -1.5148e-09 5.9557e-07 -1.25589e-08 -5.38909e-09 -1.31778e-08 -2.20267e-08 4.09839e-07 -8.81965e-09 -1.67639e-08 -7.2533e-09 -2.12805e-08 -1.21316e-08 -2.84584e-07 8.47404e-09 4.54887e-07
internal_weight=0 3099 3078 3009 70 69 2939 2919 200 2719 180 2699 2679 2644 2608 2588 47 2541 2514 2489 2438 51 2417 2393 2355 2334 2304 162 2142 85
internal_count=3121 3099 3078 3009 70 69 2939 2919 200 2719 180 2699 2679 2644 2608 2588 47 2541 2514 2489 2438 51 2417 2393 2355 2334 2304 162 2142 85
is_linear=0
shrinkage=0.1


Tree=8168
num_leaves=31
num_cat=0
split_feature=472 1429 400 12 1203 12 400 12 1185 1429 402 12 2 1210 133 1 133 1209 130 40 4 15 2 130 130 130 12 12 448 130
split_gain=8.28344e-10 1.29482e-09 7.41555e-10 5.01165e-09 5.09419e-09 3.52968e-09 1.68576e-09 1.68356e-09 1.63045e-09 8.40432e-10 7.51046e-10 3.56042e-09 4.30707e-09 1.56066e-09 9.15759e-10 3.66524e-09 2.58131e-09 2.69689e-09 1.25793e-09 1.443e-09 1.05027e-09 9.06218e-10 1.3027e-09 8.50129e-10 1.01716e-09 2.739e-09 2.23633e-09 2.93558e-09 1.46008e-09 1.67242e-09
threshold=-0.38234499999999999 -0.23587499999999997 -0.082714999999999983 0.087505000000000013 0.087520000000000014 0.086505000000000012 -0.081639999999999976 0.089300000000000004 -0.014244999999999999 -0.094049999999999981 -0.45015499999999992 0.096990000000000007 0.086000000000000007 0.24726500000000004 0.41553500000000004 0.087135000000000004 0.40431 -0.093169999999999989 -0.23123999999999997 -0.24290999999999999 0.63113500000000011 0.17980000000000004 0.10381000000000001 0.12884500000000002 0.10034000000000003 0.097445000000000018 0.11351500000000002 0.09474500000000001 0.030280000000000001 0.094540000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 7 -3 -4 -5 -8 -10 11 12 -11 14 16 -16 17 -12 -19 -20 21 23 -23 24 25 28 27 -26 29 -21
right_child=1 2 6 4 -6 -7 8 -9 9 10 13 -13 -14 -15 15 -17 -18 18 19 20 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-5.8523127866768239e-07 7.5204949174403546e-07 1.9967348678832147e-07 -8.4597311709918219e-07 -3.9636350623238423e-07 1.8458034260832461e-06 -1.616774811736832e-06 8.5318687607386061e-07 6.7338197779111314e-07 -6.1303759252332987e-07 -7.9411905140602812e-07 -1.0024614937265142e-06 -1.3831267655074375e-06 1.1004064305097928e-06 7.8850675663488804e-07 -1.3603474459584859e-06 3.4335303616168341e-07 8.8177066021616519e-07 7.7291237263109135e-07 -8.5030888726578272e-07 -7.7965341518597798e-09 6.0079859402886266e-07 1.0396698101544644e-06 -8.8021541733680704e-08 -5.3230940378148995e-07 -2.3169046190368569e-08 -1.1548799442434324e-06 -6.1449082323861147e-07 1.2558639998788376e-06 -7.6812983024865404e-07 8.8855532100394292e-07
leaf_weight=24 23 23 24 28 26 20 22 31 23 24 27 22 24 25 23 28 33 21 20 2370 29 20 21 31 38 21 20 34 25 21
leaf_count=24 23 23 24 28 26 20 22 31 23 24 27 22 24 25 23 28 33 21 20 2370 29 20 21 31 38 21 20 34 25 21
internal_value=0 4.52954e-09 -1.06348e-09 2.34567e-07 6.79618e-07 -6.45186e-07 -1.13013e-08 1.65706e-07 -4.4457e-09 -1.09519e-08 -6.13854e-09 -3.29684e-07 1.53144e-07 1.92993e-09 -5.13852e-09 -4.24982e-07 2.70185e-09 -8.05029e-09 2.00179e-09 -4.10731e-09 2.32768e-09 -4.34501e-09 4.62072e-07 -1.1815e-08 -5.43484e-09 -1.7757e-08 3.20969e-07 5.80819e-07 -7.87308e-09 7.60668e-11
internal_weight=0 3097 3074 128 85 43 2946 59 2922 2900 2877 70 48 2807 2782 51 2731 2698 2671 2650 2630 2601 41 2560 2529 2437 92 72 2416 2391
internal_count=3121 3097 3074 128 85 43 2946 59 2922 2900 2877 70 48 2807 2782 51 2731 2698 2671 2650 2630 2601 41 2560 2529 2437 92 72 2416 2391
is_linear=0
shrinkage=0.1


Tree=8169
num_leaves=31
num_cat=0
split_feature=1429 156 48 147 147 447 447 1348 132 50 393 1203 447 1374 43 49 52 52 150 49 150 16 1375 3 52 41 33 11 474 42
split_gain=9.19845e-10 1.94967e-09 7.32702e-10 1.15136e-09 3.02717e-09 1.35586e-09 1.15498e-09 1.09399e-09 8.49117e-10 2.02669e-08 1.01318e-08 2.81335e-09 9.61565e-10 8.3368e-10 6.00997e-09 4.52169e-09 1.01011e-09 1.09908e-08 5.40462e-09 3.03098e-09 8.20028e-09 4.20809e-09 3.27832e-09 2.8374e-09 5.44166e-09 3.6403e-09 6.79818e-09 2.83578e-09 3.55677e-09 2.59529e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.11278499999999998 0.11204500000000002 0.099730000000000027 0.09227500000000001 0.089635000000000006 0.086620000000000016 -0.083284999999999984 0.097510000000000013 0.12679500000000002 0.089165000000000008 0.083875000000000019 -0.035729999999999991 -0.082689999999999986 -0.049784999999999989 -0.016329999999999997 -0.014264999999999998 0.10874500000000002 -0.088694999999999982 0.090480000000000019 -0.0083599999999999976 0.08401500000000002 -0.16726499999999997 0.094465000000000007 0.088520000000000015 -0.0066799999999999993 0.097680000000000017 0.11275500000000001 0.10705500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 11 12 -4 13 14 -10 -16 18 -18 19 21 22 -15 27 24 -19 26 -25 28 29 -21
right_child=1 -3 3 -5 -6 -7 -8 -9 10 -11 -12 -13 -14 16 15 -17 17 23 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-6.4433017247334985e-07 4.4667959144817363e-07 9.8872259570725882e-07 7.4790132152750576e-09 -7.6335969311003294e-07 1.1943315263081224e-06 -6.5793601109476187e-07 7.0237319700639924e-07 -6.8141884620824085e-07 -1.0725774109232588e-06 3.2184131575263566e-06 -2.2609730422118445e-06 -1.2193803849229535e-06 5.6110842100072958e-07 -1.9288194042133e-06 -4.0020581642303508e-09 2.0711770048364999e-06 2.248301321246386e-06 1.9974576912318298e-06 -1.5536449262469886e-06 -8.3266926645003807e-08 1.5853188642722672e-06 -1.6644354237728619e-07 -1.005406318910218e-06 1.833991934745427e-06 -3.3527972174596245e-07 -9.7594550961497203e-07 -2.111444798086994e-08 -1.1453635620868724e-06 1.2306130889041727e-06 7.4724909062240384e-07
leaf_weight=22 36 20 170 20 21 32 23 24 20 20 20 21 30 20 21 21 22 20 25 634 31 42 36 20 20 39 1606 22 23 40
leaf_count=22 36 20 170 20 21 32 23 24 20 20 20 21 30 20 21 21 22 20 25 634 31 42 36 20 20 39 1606 22 23 40
internal_value=0 4.57638e-09 -1.81626e-09 -7.12216e-09 -2.11893e-09 -1.04885e-08 -3.51264e-09 -9.02176e-09 -3.50088e-09 1.89728e-07 -1.85346e-08 -1.27411e-07 -1.87456e-09 -8.21922e-09 3.54179e-07 1.03359e-06 -1.6861e-08 2.74547e-08 -1.04528e-07 -6.18065e-08 -8.70853e-09 -7.34952e-07 -7.41587e-08 -1.20134e-09 8.31089e-07 -2.11963e-08 1.70359e-09 -2.75315e-08 7.75155e-09 -3.39781e-08
internal_weight=0 3099 3079 3043 3023 3002 2970 2947 2923 211 2712 191 2692 2662 62 42 2600 1727 873 848 786 62 755 1705 40 1665 1626 719 697 674
internal_count=3121 3099 3079 3043 3023 3002 2970 2947 2923 211 2712 191 2692 2662 62 42 2600 1727 873 848 786 62 755 1705 40 1665 1626 719 697 674
is_linear=0
shrinkage=0.1


Tree=8170
num_leaves=31
num_cat=0
split_feature=156 475 12 142 2 43 15 11 34 97 34 133 9 13 10 1 2 147 147 483 158 42 158 1453 153 51 0 133 3 2
split_gain=9.0895e-10 1.3778e-09 8.66242e-10 2.79597e-09 2.7025e-09 2.97458e-09 2.61828e-09 1.67898e-09 1.18673e-09 1.89368e-09 1.49366e-09 4.27712e-09 2.08953e-09 6.21917e-09 3.64866e-09 7.88429e-09 1.80501e-09 1.41719e-09 1.42073e-09 1.1343e-09 1.54628e-09 1.9689e-09 1.5232e-09 1.35438e-09 1.33163e-09 1.86723e-09 4.97514e-09 7.5478e-09 1.02317e-08 3.8724e-09
threshold=0.3248100000000001 0.13528000000000004 0.12757000000000002 -0.057499999999999989 0.097070000000000004 -0.23714499999999997 -0.033689999999999991 -0.014494999999999999 -0.085739999999999983 -1.0000000180025095e-35 -0.057544999999999992 0.086990000000000012 0.091600000000000015 -0.0062949999999999994 -0.0093599999999999985 0.11829500000000003 -0.055814999999999997 0.099230000000000013 0.093875000000000014 -0.47181499999999993 0.12212000000000002 0.093505000000000019 0.11651000000000002 -0.087504999999999986 1.0000000180025095e-35 -0.22411499999999998 -0.069954999999999976 0.090665000000000009 -0.078084999999999988 0.10584500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7 -5 9 -9 11 -10 14 -14 15 -12 -16 18 19 -18 22 -22 23 -21 25 26 29 28 -28 -25
right_child=-2 -3 4 7 5 6 -8 8 10 -11 12 -13 13 -15 16 -17 17 -19 -20 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=1.1067596367954889e-06 -6.2632643774755392e-07 8.1189701372100638e-07 -1.2996598695194519e-06 -8.7042130419686989e-07 1.0252750018935332e-06 -1.270056965213804e-06 1.8581509024784283e-07 2.3626453902298159e-07 1.6434035625847867e-06 -1.0199457278758928e-06 2.3982088032425962e-06 -2.3052156048551894e-07 5.3443477696646371e-07 -1.9593926211314282e-06 -8.6324684313391722e-07 -1.8265695351946591e-07 6.4018622733133932e-07 7.0312576922490205e-07 -7.822689875193527e-07 -6.2456606612800792e-07 6.7281365274885451e-08 -1.3190879883495655e-06 7.8674529731870283e-07 3.2950680455858519e-07 -7.4668035060075575e-07 -2.2758493434453397e-09 -2.4054497933840532e-06 1.6294308159103822e-06 2.8745086755734944e-07 2.1852644129632443e-06
leaf_weight=23 23 21 21 22 20 21 30 21 21 28 20 29 20 20 24 29 28 29 23 34 21 20 25 23 23 2396 21 20 43 22
leaf_count=23 23 21 21 22 20 21 30 21 21 28 20 29 20 20 24 29 28 29 23 34 21 20 25 23 23 2396 21 20 43 22
internal_value=0 4.64883e-09 -8.60504e-10 8.45438e-09 -3.03088e-07 -8.32737e-09 -4.13662e-07 -7.39846e-11 6.43882e-09 -4.8157e-07 1.47102e-08 5.56527e-07 5.17448e-09 -7.12479e-07 1.5423e-08 8.70758e-07 1.93581e-10 7.78983e-09 3.18641e-10 7.04492e-09 3.50069e-10 -6.08996e-07 9.93319e-09 2.41177e-09 1.0778e-08 1.76777e-08 3.88287e-07 -6.62553e-08 -5.96157e-07 1.23677e-06
internal_weight=0 3098 3077 2985 92 71 51 2962 2940 49 2891 50 2841 40 2801 49 2752 2728 2699 2676 2648 41 2607 2582 2548 2525 129 84 64 45
internal_count=3121 3098 3077 2985 92 71 51 2962 2940 49 2891 50 2841 40 2801 49 2752 2728 2699 2676 2648 41 2607 2582 2548 2525 129 84 64 45
is_linear=0
shrinkage=0.1


Tree=8171
num_leaves=31
num_cat=0
split_feature=421 9 33 2 9 147 448 1204 1429 156 12 51 12 133 2 12 132 2 1204 160 403 1447 1447 52 1456 1456 482 12 3 402
split_gain=8.85302e-10 2.10537e-09 1.93458e-09 1.82782e-09 1.08614e-09 1.03537e-09 1.7557e-09 8.17965e-10 7.60603e-10 1.84211e-09 7.95621e-10 5.128e-09 4.85748e-09 1.15018e-08 1.61744e-08 1.61175e-08 4.68311e-09 3.3583e-08 3.05904e-08 4.13404e-09 2.90832e-09 2.80404e-09 3.73029e-09 2.65745e-09 6.8587e-09 5.86389e-09 3.90962e-09 4.05952e-09 3.38045e-09 6.56119e-09
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.009184999999999997 -0.15339499999999998 0.086220000000000005 0.097985000000000017 1.0000000180025095e-35 0.053645000000000005 -0.23752499999999996 0.32523500000000005 0.090545000000000014 -0.42247999999999991 0.091715000000000005 0.091935000000000003 0.088930000000000023 0.090995000000000006 -0.083284999999999984 0.088225000000000012 -0.077669999999999989 -0.53379499999999991 -0.5335399999999999 -0.076814999999999981 -0.051529999999999992 0.5140450000000002 -0.079429999999999987 -0.0077899999999999992 0.098465000000000011 0.22926500000000002 -0.072624999999999981 0.024785000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 8 -4 10 11 -10 13 14 15 -12 17 -14 -18 -20 -13 -21 -23 24 -24 -26 27 28 -27 -30
right_child=1 3 4 -5 -6 -7 -8 -9 9 -11 12 20 16 -15 -16 -17 18 -19 19 21 -22 22 23 -25 25 26 -28 -29 29 -31
leaf_value=-6.6318676797294537e-07 -8.3312339939871956e-07 1.1325771265546792e-07 -5.941299577730516e-07 1.395846720129157e-06 7.3642259167172609e-07 -5.2163158908582004e-07 8.7398850708901272e-07 5.25359039643106e-07 1.5464291808794689e-06 9.524828823259668e-07 9.2380502730355318e-07 8.6474812446678517e-07 4.2559605128644762e-06 -2.6936316050088626e-06 1.5383528150055902e-06 -2.5117721009672149e-06 -3.9348092667523816e-06 -5.5318718186496869e-07 1.3450409843916651e-06 -1.0571457235641902e-06 -8.2085318804433664e-09 1.3334783976201184e-06 -1.79630877090114e-06 8.5992917475282009e-07 1.6845392497089053e-06 6.906918271377241e-08 -1.3342824536760855e-06 1.360081365863239e-06 -8.0630427041104788e-07 9.811559480112919e-07
leaf_weight=20 28 25 22 20 20 38 23 29 22 20 22 39 20 23 34 36 20 53 23 25 1781 21 22 33 20 498 23 21 115 25
leaf_count=20 28 25 22 20 20 38 23 29 22 20 22 39 20 23 34 36 20 53 23 25 1781 21 22 33 20 498 23 21 115 25
internal_value=0 4.27559e-09 -5.72309e-09 6.83297e-07 1.9279e-09 -2.95571e-09 3.68055e-09 -3.11181e-09 -8.36392e-09 -3.91404e-09 -1.05649e-08 2.88421e-08 -8.07659e-08 -6.93475e-07 -1.93436e-07 -1.20862e-06 -4.09393e-09 7.64388e-07 -7.0405e-08 2.31641e-08 1.04977e-08 -1.46978e-08 1.87998e-08 -1.76708e-08 -5.76719e-08 -3.18468e-09 -5.2678e-08 -7.9483e-09 -5.29775e-08 -4.87115e-07
internal_weight=0 3101 3056 45 3028 3008 2970 2947 2918 2896 2876 1842 1034 115 92 58 919 73 846 826 1820 803 778 757 724 702 682 659 638 140
internal_count=3121 3101 3056 45 3028 3008 2970 2947 2918 2896 2876 1842 1034 115 92 58 919 73 846 826 1820 803 778 757 724 702 682 659 638 140
is_linear=0
shrinkage=0.1


Tree=8172
num_leaves=31
num_cat=0
split_feature=156 1428 132 1185 12 132 2 131 130 400 1203 10 16 9 51 45 11 12 41 12 457 13 3 482 1 13 13 14 147 147
split_gain=9.62583e-10 1.23578e-09 9.10496e-10 5.43574e-09 2.07758e-09 4.34646e-09 1.27792e-09 2.15587e-09 7.46926e-10 9.29247e-10 1.27197e-09 7.38791e-10 9.04637e-09 1.32677e-08 2.6515e-09 1.24396e-09 7.92697e-09 9.83104e-10 8.14402e-10 3.9427e-09 8.49789e-10 3.07924e-09 9.40928e-10 1.99768e-09 1.99024e-09 1.13254e-09 1.72779e-09 1.34526e-09 1.92436e-09 2.51014e-09
threshold=0.3248100000000001 0.10668500000000002 -0.083174999999999985 -0.083264999999999992 0.090165000000000009 -0.1075 0.089320000000000024 -0.076979999999999979 0.087380000000000013 -0.087079999999999977 0.084795000000000023 -0.011559999999999999 -0.056919999999999991 0.082870000000000013 0.092235000000000011 0.094030000000000016 -1.0000000180025095e-35 -0.090609999999999982 0.085095000000000018 0.085565000000000016 -0.11701499999999999 -0.082574999999999982 0.31299000000000005 0.081345000000000015 0.11866500000000001 -0.28558999999999996 -0.15416999999999995 0.078235000000000013 0.099230000000000013 0.093875000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 6 -6 -8 9 -1 -11 12 13 14 17 16 -13 -5 20 -20 21 -18 25 24 -24 -22 -27 28 29 -28
right_child=-2 -3 3 11 5 -7 7 -9 -10 10 -12 15 -14 -15 -16 -17 18 -19 19 -21 22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=7.3559130169087437e-07 -6.4453582363848514e-07 7.8830579383293301e-07 1.6177658705730992e-06 -1.0904735461281234e-06 -7.6958797853876613e-07 -1.775828304124099e-06 9.1488394900807183e-07 -4.0861293371108331e-07 -3.8378682474002647e-07 -2.8255817843945924e-07 6.1549588720547874e-07 2.0048878710099418e-06 1.0829611679715376e-06 -3.059094258102135e-06 7.5276348268190589e-07 -5.7028600334913588e-07 1.2162664593991699e-06 -9.8957743688288252e-08 1.3527714690061051e-06 -3.4277662477322227e-07 5.2869094666618823e-07 -3.8561802789457053e-07 -1.4782291043502483e-06 4.7872234290480273e-07 -1.9872264902592328e-07 -7.0530666150148137e-07 1.3373552656854273e-08 -4.8651027230758626e-07 8.2336249141886141e-07 -1.1117701332352681e-06
leaf_weight=25 23 20 21 20 25 22 20 32 27 46 24 20 36 20 23 36 24 20 24 32 40 24 20 20 31 35 2307 55 29 20
leaf_count=25 23 20 21 20 25 22 20 32 27 46 24 20 36 20 23 36 24 20 24 32 40 24 20 20 31 35 2307 55 29 20
internal_value=0 4.78813e-09 -3.02948e-10 1.48238e-08 -1.95856e-07 -5.36221e-07 -1.82047e-07 1.00424e-07 8.03423e-08 2.12253e-07 2.53461e-08 2.95435e-09 -2.40927e-07 -8.15144e-07 -1.02779e-07 1.3636e-08 2.14768e-08 -5.94716e-07 6.56949e-09 3.83887e-07 -1.54174e-09 4.15324e-07 -9.36715e-09 -3.68317e-07 -7.0049e-07 8.84447e-10 -7.74689e-09 2.37944e-09 1.37924e-08 3.70322e-09
internal_weight=0 3098 3078 2857 221 99 77 52 122 95 70 2836 119 83 63 2717 2681 40 2661 56 2605 48 2557 71 51 2486 2446 2411 2356 2327
internal_count=3121 3098 3078 2857 221 99 77 52 122 95 70 2836 119 83 63 2717 2681 40 2661 56 2605 48 2557 71 51 2486 2446 2411 2356 2327
is_linear=0
shrinkage=0.1


Tree=8173
num_leaves=31
num_cat=0
split_feature=401 402 1208 1208 402 403 484 13 0 50 50 0 3 2 402 130 3 12 12 43 0 131 131 480 481 160 160 159 131 480
split_gain=8.7902e-10 9.02453e-10 9.30845e-10 1.3373e-09 1.68207e-09 9.03856e-10 3.68551e-09 4.92496e-09 9.70816e-09 4.9218e-09 3.27176e-09 4.65694e-09 4.26279e-09 3.77553e-09 2.24587e-09 2.60528e-09 3.41139e-09 4.32585e-09 6.18876e-09 3.95715e-09 2.02502e-09 1.31073e-09 7.58485e-09 4.40832e-09 1.47703e-08 3.85557e-09 1.93763e-09 7.10439e-09 2.13421e-09 3.06987e-09
threshold=0.13837000000000002 0.27918000000000004 0.11531000000000001 0.10233500000000001 0.13775000000000001 -0.085804999999999979 -0.081614999999999979 -0.085384999999999975 -0.087084999999999982 0.091320000000000012 0.087995000000000004 -0.069954999999999976 -0.082794999999999994 0.097220000000000015 -0.45015499999999992 0.089120000000000019 -0.083489999999999995 0.087505000000000013 0.089410000000000003 -0.067199999999999996 -0.083389999999999978 0.090690000000000007 0.090150000000000022 0.11191000000000002 -0.0050099999999999988 -0.4136149999999999 -0.53908999999999996 -0.025879999999999997 0.089325000000000015 0.10252000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8 10 11 13 -13 14 -9 16 17 19 -19 -16 -21 22 23 26 -25 -23 27 -7 29 -28
right_child=-2 -3 -4 -5 -6 21 7 9 -10 -11 -12 12 -14 -15 15 -17 -18 18 -20 20 -22 25 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-1.1389799126959589e-06 -6.4479355208797121e-07 6.1520065486320163e-07 -5.9620486948775724e-07 6.5814105940284386e-07 -8.938845136678234e-07 -1.7390323936806766e-06 -4.3186194676783761e-07 9.5709703189294535e-07 2.2988871652766347e-06 1.2637553430566538e-06 -1.235156283934719e-06 -9.7455026228826252e-09 2.0051480140366384e-06 -1.4626904487613501e-06 -1.4649641868691971e-06 -1.2110925872832468e-06 -9.9025811733456856e-07 2.0419232655513044e-06 -3.0689985914691806e-08 -4.9705375658959384e-07 9.0893647151937153e-07 1.5001631167944566e-06 -1.7718261576646911e-06 2.9519687859647096e-06 -8.4521726378062304e-07 8.1981301152919429e-08 -4.4511465906608427e-08 3.7747744743553218e-07 1.0048438068110954e-06 1.1426321887856004e-06
leaf_weight=21 21 24 26 31 21 29 23 21 30 31 22 21 21 20 21 20 28 25 34 20 21 21 25 20 21 220 2206 35 20 22
leaf_count=21 21 24 26 31 21 29 23 21 30 31 22 21 21 20 21 20 28 25 34 20 21 21 25 20 21 220 2206 35 20 22
internal_value=0 4.37251e-09 -3.93381e-10 4.68567e-09 -2.02421e-09 4.22298e-09 1.48561e-07 2.24088e-07 1.11385e-06 6.94739e-08 -6.56455e-08 3.64546e-08 9.97701e-07 -1.55795e-07 -1.82267e-08 -1.39421e-07 4.42777e-09 2.34603e-07 8.47536e-07 -3.48672e-07 2.23088e-07 -1.66645e-08 -3.91857e-08 -2.07768e-08 1.00707e-06 2.05557e-07 -3.90042e-08 -5.81566e-07 -2.35576e-08 -3.27892e-08
internal_weight=0 3100 3076 3050 3019 2998 379 358 53 305 274 252 42 210 190 169 149 121 59 62 41 2619 2378 2353 41 241 2312 64 2248 2228
internal_count=3121 3100 3076 3050 3019 2998 379 358 53 305 274 252 42 210 190 169 149 121 59 62 41 2619 2378 2353 41 241 2312 64 2248 2228
is_linear=0
shrinkage=0.1


Tree=8174
num_leaves=31
num_cat=0
split_feature=394 472 1429 474 484 15 3 0 484 130 2 484 475 13 0 157 157 484 42 484 484 484 454 49 51 49 133 49 49 13
split_gain=8.49056e-10 7.76826e-10 1.37621e-09 7.97365e-10 9.45114e-10 4.41573e-09 6.49757e-09 2.90435e-09 2.82839e-09 7.56995e-09 3.29943e-09 1.14363e-09 9.05599e-09 7.55823e-09 8.12137e-09 3.16409e-09 5.70704e-09 2.9469e-09 4.42982e-09 2.79008e-09 2.23357e-09 1.71972e-09 1.48418e-09 1.257e-09 5.84986e-09 3.43682e-09 1.86275e-09 2.6022e-09 3.63015e-09 1.56424e-09
threshold=0.264685 -0.38234499999999999 -0.23587499999999997 0.11568500000000002 0.10948000000000001 -0.067579999999999987 -0.082594999999999988 -0.080689999999999984 0.10126500000000001 -0.23123999999999997 0.31765000000000004 0.085790000000000019 -0.085774999999999976 -0.084869999999999987 -0.085754999999999984 -0.081889999999999991 -0.0045449999999999996 0.073690000000000019 0.083935000000000023 0.058970000000000009 0.044540000000000003 0.085130000000000011 -0.081344999999999987 0.11475 -0.44986999999999994 0.10877000000000002 0.12599500000000005 0.12899500000000003 0.14233500000000002 -0.0079349999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 7 -7 -6 9 -4 11 17 -13 14 -14 -15 -17 19 21 20 22 -19 -11 25 -25 -24 27 -26 -29 -30
right_child=-2 2 3 -5 5 6 -8 -9 -10 10 -12 12 13 15 -16 16 -18 18 -20 -21 -22 -23 23 24 26 -27 -28 28 29 -31
leaf_value=-5.7140939588862241e-07 5.8042748423758898e-07 7.7036522607999276e-07 1.8884916609554888e-06 -5.2793836502473823e-07 2.0021619483322362e-07 2.1104339971316223e-06 -2.6850700302902347e-08 -1.2795781861725464e-06 -1.0932898855268528e-06 5.9601174427825766e-07 -1.2969939158491428e-06 -2.0586808777996642e-06 -1.3885826997641115e-07 -1.3360677250299584e-06 2.4717228691108836e-06 1.1978461776090462e-06 -8.4651172976969582e-07 6.3323947756543937e-07 1.7863044297922422e-06 -1.1574928532267915e-06 1.0525174798203807e-06 -6.108471461629961e-07 -9.940975585979272e-09 -1.8862461149637967e-06 -6.7511688484955822e-07 1.3065375078724629e-06 -9.6856897215502633e-07 1.4950774996014799e-06 4.7330042629461764e-07 -4.2263715073431739e-07
leaf_weight=24 25 23 21 29 36 25 33 21 24 40 20 24 26 30 22 22 36 25 23 21 20 20 2337 20 35 20 20 21 38 40
leaf_count=24 25 23 21 29 36 25 33 21 24 40 20 24 26 30 22 22 36 25 23 21 20 20 2337 20 35 20 20 21 38 40
internal_value=0 -4.69217e-09 -2.64689e-10 -6.0779e-09 -1.06666e-09 2.80099e-07 8.94393e-07 -3.44971e-07 -1.21972e-08 -3.19117e-09 -1.70812e-08 -8.06768e-09 -2.67779e-07 4.82629e-08 1.05766e-06 -5.02316e-07 -7.10656e-08 7.43745e-09 6.57339e-07 -9.48188e-09 -1.77277e-10 8.03121e-08 -8.36627e-09 -1.79179e-08 -2.77292e-07 1.22982e-09 -6.83371e-08 6.60259e-08 3.28046e-07 1.38453e-08
internal_weight=0 3096 3072 3049 3020 115 58 57 2905 2881 2860 2840 160 136 48 88 58 2680 68 2612 2591 45 2571 2531 174 2357 154 134 99 78
internal_count=3121 3096 3072 3049 3020 115 58 57 2905 2881 2860 2840 160 136 48 88 58 2680 68 2612 2591 45 2571 2531 174 2357 154 134 99 78
is_linear=0
shrinkage=0.1


Tree=8175
num_leaves=31
num_cat=0
split_feature=130 10 0 40 40 0 12 133 142 45 2 1426 4 156 16 160 4 471 151 4 16 3 147 147 471 132 1203 1185 2 52
split_gain=1.15285e-09 1.9657e-09 3.19344e-09 1.75043e-09 1.10286e-09 1.45517e-09 1.17705e-09 2.71043e-09 2.54108e-09 2.01473e-09 5.14379e-09 1.40024e-09 1.27962e-09 7.58991e-09 1.25698e-08 6.22397e-09 2.47547e-09 3.41948e-09 1.42874e-09 4.09808e-09 7.55069e-09 3.83776e-09 1.3712e-09 3.4457e-09 1.33664e-09 1.18778e-09 2.00003e-08 1.01078e-08 3.17369e-09 1.19171e-09
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 -0.085734999999999992 -0.092404999999999973 0.12757000000000002 0.017095000000000003 -0.057499999999999989 0.083445000000000005 0.11389000000000002 -0.094284999999999994 -0.50690499999999983 0.092385000000000009 0.25084500000000004 -1.0000000180025095e-35 -0.50052499999999989 -0.071899999999999978 0.056735000000000001 0.033845000000000007 -0.015314999999999997 -0.085384999999999975 0.097985000000000017 0.092070000000000013 0.10277000000000001 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.082850000000000021 -0.031059999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 8 -8 -6 11 -11 -10 13 14 15 -13 -14 -18 22 20 -20 -22 23 24 25 26 28 -27 -19 -29
right_child=1 3 -4 4 6 -7 7 -9 9 10 -12 12 16 -15 -16 -17 17 18 19 -21 21 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-7.5678387929656314e-07 -1.6856866490603091e-07 -9.1417486947604985e-07 1.5970496082218234e-06 -1.0729456445198705e-08 1.0490622077233402e-06 9.8959125469815045e-07 -1.2626763101764027e-06 1.5283708051121663e-07 7.9861632167938467e-07 -1.8544517553209516e-06 3.6139513458589467e-07 2.8714578389633024e-07 8.4510153897099372e-07 -2.0871542847089588e-06 2.1500267783786903e-06 -2.1249187815897133e-06 -1.3040441726275276e-06 -1.1388817781083232e-06 2.1349897872861097e-06 -6.2302025005391765e-07 1.1835022411332829e-06 -5.4419013915365774e-07 -7.5919645231200174e-07 1.2758816367187094e-06 8.0394427698138321e-07 -2.1701825393062213e-06 3.2168554901090832e-06 -1.2782626106416898e-07 5.6141997167095926e-08 3.0047452778431097e-08
leaf_weight=20 21 21 20 33 23 26 24 31 22 20 22 23 35 20 21 20 20 26 26 31 20 36 24 21 20 22 20 678 153 1622
leaf_count=20 21 21 20 33 23 26 24 31 22 20 22 23 35 20 21 20 20 26 26 31 20 36 24 21 20 22 20 678 153 1622
internal_value=0 4.88643e-09 6.92709e-07 -4.32949e-09 1.9577e-09 4.3009e-07 -6.51875e-09 -4.64841e-07 2.09929e-09 -6.19849e-09 -6.9377e-07 3.89872e-09 -2.26188e-09 -3.86745e-07 1.44633e-07 -8.34745e-07 9.46526e-09 -1.29137e-09 8.36223e-09 3.56419e-07 7.26694e-07 7.28429e-08 -6.84674e-09 2.01037e-10 -1.03418e-08 -1.68018e-08 2.17668e-07 -3.68963e-08 -1.17437e-07 -1.6491e-08
internal_weight=0 3101 41 3060 3039 59 2980 55 2925 2902 42 2860 2838 84 64 43 2754 2719 2699 113 82 56 2586 2562 2541 2521 199 2322 179 2300
internal_count=3121 3101 41 3060 3039 59 2980 55 2925 2902 42 2860 2838 84 64 43 2754 2719 2699 113 82 56 2586 2562 2541 2521 199 2322 179 2300
is_linear=0
shrinkage=0.1


Tree=8176
num_leaves=31
num_cat=0
split_feature=130 12 421 9 12 9 15 34 160 2 1 97 12 44 0 48 151 148 148 447 2 2 1447 2 13 2 2 15 160 393
split_gain=9.33804e-10 2.13104e-09 8.79292e-10 2.41767e-09 2.42201e-09 1.84338e-09 1.01136e-09 1.28665e-09 1.23886e-09 2.00951e-09 1.12735e-09 1.78065e-09 3.85053e-09 1.07577e-09 3.06701e-09 1.05369e-09 2.42772e-09 1.28229e-09 1.33016e-09 1.89932e-09 1.24976e-09 9.9436e-09 7.71555e-09 5.39105e-09 7.27389e-09 7.24126e-09 9.71544e-09 5.11673e-09 3.87273e-09 3.39737e-09
threshold=-0.23647499999999996 0.23631000000000002 -1.0000000180025095e-35 0.092890000000000014 -0.015429999999999998 0.088235000000000022 -0.42198999999999992 -0.086809999999999984 -0.24191499999999996 0.14445500000000003 0.11634000000000001 -0.049229999999999996 -0.087484999999999993 0.10049500000000001 -0.26609999999999995 -0.089814999999999992 -0.080454999999999985 -0.10665499999999999 -0.086074999999999985 0.091515000000000013 0.091055000000000011 0.091265000000000013 0.0030850000000000005 0.090425000000000019 -0.068269999999999983 0.090050000000000005 0.089725000000000013 0.11842000000000001 -0.53327999999999987 0.12679500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 8 -8 -4 10 -10 -12 -13 14 -9 16 -16 -17 -19 20 23 -22 28 25 -25 26 27 29 -23 -20
right_child=1 -3 3 4 -6 -7 7 13 9 -11 11 12 -14 -15 15 17 -18 18 19 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.8110562381207282e-07 -6.6351196252867346e-07 9.8510158956990139e-07 3.8279370710370135e-07 1.4380642488460928e-08 1.5520235508859058e-06 -8.4703372679611605e-07 8.1105313000762189e-07 1.2460083939913604e-06 -6.9814632187474007e-07 -1.2549540129343355e-06 -7.6327065357872935e-07 -5.3585047699774198e-07 1.2554540499346938e-06 -6.3412785909104761e-07 -2.258284201924913e-07 -7.4912579451768624e-07 1.0910185032488226e-06 7.7511657640240057e-07 -6.9490732562291647e-09 -9.5292591920172398e-07 2.2937394957622818e-06 -1.095286586405564e-06 1.9885523354901126e-06 -2.5545148673700171e-06 -7.5566408707439629e-08 1.571566865469062e-06 -1.83302245811016e-06 -1.3077783864900996e-06 3.9459310224859768e-08 1.2743474826493184e-06
leaf_weight=20 20 22 25 21 20 26 20 20 31 22 20 24 24 26 28 23 28 22 1420 21 20 31 20 20 29 28 30 30 1009 21
leaf_count=20 20 22 25 21 20 26 20 20 31 22 20 24 24 26 28 23 28 22 1420 21 20 31 20 20 29 28 30 30 1009 21
internal_value=0 4.39651e-09 -2.61081e-09 1.71022e-09 7.6445e-07 -8.65172e-09 -1.36632e-09 1.1802e-08 -2.58059e-07 -3.90467e-07 -1.98358e-07 2.94864e-08 3.59802e-07 6.14562e-09 1.2091e-08 3.21391e-09 4.32595e-07 -5.6133e-09 7.17976e-10 -5.6414e-09 1.84279e-09 8.47281e-08 4.30487e-08 -5.48848e-08 -1.08738e-06 -2.17963e-08 -5.15193e-08 -1.51868e-08 5.63515e-09 1.17235e-08
internal_weight=0 3101 3079 3059 41 3018 2992 2846 146 121 99 68 48 2826 2800 2780 56 2724 2701 2679 2658 1080 1060 1578 49 1529 1501 1471 1040 1441
internal_count=3121 3101 3079 3059 41 3018 2992 2846 146 121 99 68 48 2826 2800 2780 56 2724 2701 2679 2658 1080 1060 1578 49 1529 1501 1471 1040 1441
is_linear=0
shrinkage=0.1


Tree=8177
num_leaves=31
num_cat=0
split_feature=132 1185 1203 51 1429 156 133 43 3 3 52 52 43 43 3 401 2 52 401 15 131 15 159 49 15 480 43 133 1213 1210
split_gain=8.34792e-10 5.45526e-09 2.94078e-09 1.35903e-09 7.92661e-10 2.00927e-09 7.75844e-10 1.17106e-09 2.33045e-09 5.6673e-09 1.6982e-09 2.92458e-09 1.29725e-09 4.24731e-09 4.13275e-09 2.05605e-09 2.02898e-09 2.1053e-09 1.75396e-09 1.26298e-09 6.27343e-09 1.5607e-08 4.24675e-09 1.86053e-09 1.67461e-09 1.46812e-09 1.40755e-09 3.48811e-09 3.36135e-09 2.63846e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.096070000000000016 -0.23752499999999996 0.32523500000000005 -0.50375999999999987 0.084740000000000024 -0.070099999999999982 -0.081054999999999974 0.039215000000000007 -0.0046699999999999997 0.055925000000000009 0.05259500000000001 -0.074939999999999993 -0.41128499999999996 0.084885000000000002 0.091275000000000009 -0.099524999999999988 0.11461000000000002 0.08956500000000002 0.11923500000000002 -0.087844999999999993 -1.0000000180025095e-35 0.11171000000000002 -0.087719999999999979 0.0034250000000000005 -0.022174999999999997 -0.0096849999999999974 -0.13847499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 -6 12 9 -9 11 -10 13 15 16 -8 -14 -18 -17 24 21 -21 -23 -24 25 -20 29 28 -28 -27
right_child=1 4 -4 -5 5 -7 7 8 10 -11 -12 -13 14 -15 -16 18 17 -19 19 20 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=3.7790748771320593e-08 1.6202189791718931e-06 -6.2475859976984801e-07 -1.1650042195141295e-06 -8.3236725060942269e-07 3.8265943745640336e-07 1.005790282988528e-06 9.4902773911519995e-07 -5.3651372754443565e-08 6.7917210614609754e-07 -1.7657730421072711e-06 6.3343960390069601e-07 -8.7186111868724723e-07 -6.1897231905183205e-07 -1.4551849938015949e-06 1.6504710409392944e-06 -9.1085123152706292e-07 1.2050977699118449e-06 -2.4586849988850191e-07 -6.9833216874333934e-07 2.5135956750688138e-06 -8.9672538226497836e-07 -1.289069253795376e-06 -3.2319389749073496e-08 1.0037236480596991e-06 -8.2636408114922241e-07 7.0442061459371791e-07 9.2125022058059156e-07 -1.5135767160332071e-06 -6.7429457298049469e-07 2.8212492957960259e-09
leaf_weight=175 21 20 27 20 52 20 23 58 20 29 36 31 29 20 20 21 20 20 30 32 36 21 52 26 25 55 23 21 31 2107
leaf_count=175 21 20 27 20 52 20 23 58 20 29 36 31 29 20 20 21 20 20 30 32 36 21 52 26 25 55 23 21 31 2107
internal_value=0 1.43158e-08 -1.86888e-07 -5.14562e-08 2.59792e-09 6.9881e-09 -5.06735e-11 -7.19386e-09 -2.58389e-07 -6.24359e-07 1.07581e-07 -2.63613e-07 9.53963e-09 -3.69651e-09 3.84762e-07 7.90148e-09 1.78897e-08 4.79615e-07 -8.26703e-10 6.94496e-09 2.72447e-07 5.93747e-07 -2.68106e-08 3.13028e-07 -1.24001e-08 -3.42388e-09 5.8954e-09 -4.19993e-07 5.28932e-09 2.06695e-08
internal_weight=0 2899 222 195 2878 2858 2838 2786 174 87 87 51 2612 2523 89 2503 69 40 2480 2459 167 131 99 78 2292 2267 2237 75 54 2162
internal_count=3121 2899 222 195 2878 2858 2838 2786 174 87 87 51 2612 2523 89 2503 69 40 2480 2459 167 131 99 78 2292 2267 2237 75 54 2162
is_linear=0
shrinkage=0.1


Tree=8178
num_leaves=31
num_cat=0
split_feature=401 1212 401 401 16 402 402 156 475 471 1419 154 475 1429 49 1429 1429 12 12 4 155 12 2 1452 158 1 402 403 160 49
split_gain=8.46075e-10 8.41909e-10 1.21087e-09 1.52312e-09 4.65972e-09 1.44094e-09 3.51965e-09 8.13258e-10 1.20038e-09 8.94072e-10 1.58841e-09 1.16858e-09 1.36457e-09 2.98829e-09 2.58105e-09 1.50094e-09 1.62386e-09 1.3899e-09 8.28364e-09 5.88844e-09 2.6829e-09 3.55268e-09 2.79019e-09 1.99139e-09 3.3742e-09 2.58832e-09 2.04784e-09 3.629e-09 1.75179e-09 2.38807e-09
threshold=0.13837000000000002 0.13795000000000002 -0.47263499999999997 -0.13200999999999999 -0.066924999999999985 -0.45454999999999995 -0.41103999999999991 0.3248100000000001 0.13528000000000004 0.10338500000000002 0.111085 0.084190000000000001 0.016915000000000003 -0.10379499999999998 0.0065400000000000015 -0.08262499999999999 -0.066319999999999976 0.097325000000000009 0.096525000000000014 -0.35136499999999998 0.11245500000000001 0.095780000000000018 0.09358000000000001 0.088500000000000009 0.107145 0.13657000000000002 0.024785000000000005 0.022375000000000003 0.010565000000000001 0.10347500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7 8 9 10 11 12 13 -8 -14 -15 -17 18 20 -19 21 -18 -23 24 25 26 27 28 29 -21
right_child=-2 -3 3 5 -6 6 7 -9 -10 -11 -12 -13 14 15 -16 16 17 19 -20 23 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.40504797714824e-07 -6.32600633599352e-07 4.9196185922742839e-07 -2.5378039974081428e-07 7.088290954828024e-07 1.6884225996840368e-06 -1.2720673684831561e-06 1.1353467075621113e-06 -5.9480495585138795e-07 7.5549133980313773e-07 -6.242916655359612e-07 8.4812718561331413e-07 7.5685491196964004e-07 2.0088613913079223e-07 -7.9661917169460143e-07 -1.0807080768114302e-06 8.5333532627952424e-07 2.6612730337712706e-09 -1.8529239810050059e-06 1.5050359559461721e-06 -3.5310313549681473e-07 9.6933466449757229e-07 -1.6310284877955423e-06 -7.1911666116813488e-08 8.7849162909492418e-07 -1.2221326006443566e-06 7.8085453136474947e-07 5.4622167125229237e-07 -1.3947225359061123e-06 7.4346957305914705e-07 5.4652585114516635e-07
leaf_weight=22 21 35 30 28 21 22 23 23 21 23 22 20 30 24 33 22 2184 20 37 188 28 24 22 20 27 33 37 25 21 35
leaf_count=22 21 35 30 28 21 22 23 23 21 23 22 20 30 24 33 22 2184 20 37 188 28 24 22 20 27 33 37 25 21 35
internal_value=0 4.28407e-09 -1.28484e-09 4.0595e-09 5.4595e-07 -5.17727e-09 -1.19223e-08 -2.49902e-09 2.168e-09 -3.29087e-09 1.67714e-09 -4.84999e-09 -1.02274e-08 2.39227e-10 -4.70425e-07 -9.26477e-09 -2.32518e-09 -9.29464e-09 2.08772e-08 -1.79847e-07 -3.44249e-09 -1.56567e-08 -8.85364e-07 -9.31594e-08 -1.46255e-07 -6.05657e-08 -1.51307e-07 -2.4725e-07 -1.29681e-07 -2.11906e-07
internal_weight=0 3100 3065 3043 51 2992 2964 2942 2919 2898 2875 2853 2833 2770 63 2747 2723 2701 2295 406 2258 2230 46 386 366 339 306 269 244 223
internal_count=3121 3100 3065 3043 51 2992 2964 2942 2919 2898 2875 2853 2833 2770 63 2747 2723 2701 2295 406 2258 2230 46 386 366 339 306 269 244 223
is_linear=0
shrinkage=0.1


Tree=8179
num_leaves=31
num_cat=0
split_feature=421 9 2 33 9 1 1 484 40 16 13 401 33 34 44 158 9 1 1184 130 0 3 15 15 394 133 3 42 15 132
split_gain=7.36135e-10 1.67108e-09 1.76096e-09 1.55592e-09 1.2972e-09 8.0585e-10 3.97603e-09 2.39365e-09 6.57341e-09 3.10314e-09 1.66925e-09 1.18437e-09 1.18083e-09 2.2424e-09 1.66063e-09 2.35554e-09 1.30516e-09 1.07046e-09 1.32882e-09 1.4714e-09 4.16804e-09 4.14287e-09 4.86168e-09 2.68853e-09 1.57796e-09 2.76943e-09 1.62307e-09 1.25713e-09 1.12285e-09 1.07423e-09
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 -0.009184999999999997 0.086220000000000005 0.13559000000000002 0.13756000000000004 0.090535000000000018 -0.07632499999999999 -0.27167499999999994 -0.11122999999999998 0.13837000000000002 0.085305000000000006 -0.085114999999999982 0.099360000000000018 -0.47356499999999996 -0.013509999999999999 0.13265500000000002 0.081725000000000006 -1.0000000180025095e-35 -0.079634999999999997 -0.10519499999999998 0.088345000000000021 0.086885000000000004 -0.09139499999999999 -0.0077049999999999992 -0.090164999999999981 -0.085499999999999979 0.17980000000000004 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 11 -7 8 -8 -10 -11 12 13 -5 15 -15 -17 18 19 20 21 -18 23 24 -23 26 -26 -28 29 -21
right_child=1 2 -4 4 -6 6 7 -9 9 10 -12 -13 -14 14 -16 16 17 -19 -20 28 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-6.0474926883102858e-07 -7.4703935578465272e-07 4.9320003881803132e-08 1.308235346186848e-06 1.0492626840697909e-06 8.0453546502212714e-07 -1.438965720175791e-06 1.5987698152457598e-06 -9.9172568766226465e-07 -1.1560595785690219e-06 7.5447233970093159e-07 -3.1690569692204232e-07 -7.5830565833712175e-07 -6.9966816501283073e-07 9.6593741300938959e-07 -8.9591283639833815e-07 7.5974705850967447e-07 -1.2986324104247161e-06 7.321716236674548e-07 -5.7421644669375385e-07 2.3241416511566332e-07 1.2357340216971756e-06 8.8653856096243548e-07 1.5122016164923481e-06 -1.0729269739329084e-06 -1.0692299042602828e-06 8.8198869939838518e-07 6.1883439968823953e-07 -3.4821376122702691e-07 5.4568807610978962e-07 -4.2302120034801555e-08
leaf_weight=20 28 25 20 21 20 23 25 21 26 26 33 20 23 26 20 23 20 20 40 152 36 25 25 20 20 27 20 41 35 2240
leaf_count=20 28 25 20 21 20 23 25 21 26 26 33 20 23 26 20 23 20 20 40 152 36 25 25 20 20 27 20 41 35 2240
internal_value=0 3.88975e-09 6.08838e-07 -5.01819e-09 1.8433e-09 -3.49375e-09 -2.26314e-07 -1.34057e-08 1.73364e-07 -2.45872e-07 1.55227e-07 8.52949e-09 1.39412e-08 1.978e-08 1.20312e-08 1.85868e-08 9.61042e-09 3.26969e-09 -2.12759e-09 6.47202e-09 2.45952e-07 6.59916e-08 2.1932e-07 8.065e-09 1.7062e-07 4.89834e-09 -2.87465e-07 -3.11488e-08 -1.66175e-08 -2.48452e-08
internal_weight=0 3101 45 3056 3028 3008 154 131 110 85 59 2854 2834 2811 2790 2770 2744 2721 2701 2661 234 198 178 153 133 108 81 61 2427 2392
internal_count=3121 3101 45 3056 3028 3008 154 131 110 85 59 2854 2834 2811 2790 2770 2744 2721 2701 2661 234 198 178 153 133 108 81 61 2427 2392
is_linear=0
shrinkage=0.1


Tree=8180
num_leaves=31
num_cat=0
split_feature=30 132 1185 1203 51 52 52 42 1446 479 483 158 481 43 481 133 4 484 484 16 43 484 482 0 0 0 159 3 2 4
split_gain=7.4408e-10 7.43746e-10 4.55499e-09 2.48805e-09 1.16679e-09 7.49045e-10 1.06379e-09 2.94445e-09 2.27778e-09 3.07296e-09 1.15512e-09 2.08132e-09 9.58191e-10 5.8297e-09 1.79115e-09 1.20349e-08 1.62147e-08 1.11347e-09 3.19621e-09 3.65916e-09 7.92766e-09 2.91961e-09 2.63737e-09 2.37526e-09 5.62918e-09 5.49696e-09 3.37701e-09 5.8612e-09 2.23515e-09 4.10892e-09
threshold=0.099000000000000019 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.096070000000000016 0.62951500000000016 0.5140450000000002 0.089015000000000025 -0.09143999999999998 0.11253500000000001 -0.47356499999999996 0.13634500000000002 -0.15265499999999996 -0.082389999999999977 -0.086484999999999992 0.085635000000000003 -0.04890499999999999 -0.093244999999999981 -0.011854999999999999 0.033715000000000009 -0.077824999999999991 -0.0018849999999999997 0.081345000000000015 -0.091069999999999984 -0.089019999999999974 -0.093584999999999988 -0.08569499999999998 -0.084074999999999997 0.084145000000000011 -0.011884999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 8 -8 -4 10 -10 12 13 -12 15 16 -14 22 19 23 -21 -20 28 25 -25 -19 -26 -28 -16 -30
right_child=-2 2 5 -5 -6 -7 7 -9 9 -11 11 -13 14 -15 17 -17 -18 18 21 20 -22 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=3.5026506554101744e-08 -5.7950720443758739e-07 1.4851091539943204e-06 -1.0112586975000425e-06 -1.0719206190717361e-06 -7.7124280494444975e-07 -5.380349343795388e-07 -1.9145966845328715e-07 1.1416870027384599e-06 -6.7600645343190991e-07 1.1613645018888233e-06 8.4576394328905739e-07 1.0232137091747972e-06 1.5025528428157574e-06 -1.4067891467246026e-06 -9.0476545921092112e-07 2.5539352139958286e-06 -2.475972504356605e-06 -3.9066108274236441e-08 1.1136199807045464e-06 3.6583823895766515e-07 -2.167465140701097e-06 4.6889958031507625e-09 1.1240068331595656e-06 1.6483837816849702e-06 6.7832934383155984e-07 -2.012307105587752e-06 -1.9874616053730926e-06 1.2575215480735226e-07 -3.3596783049161837e-07 1.3353618538047842e-06
leaf_weight=175 22 21 22 27 20 25 37 30 25 23 20 20 21 27 20 20 20 48 24 21 30 2208 29 20 28 20 21 35 38 24
leaf_count=175 22 21 22 27 20 25 37 30 25 23 20 20 21 27 20 20 20 48 24 21 30 2208 29 20 28 20 21 35 38 24
internal_value=0 4.11889e-09 1.77273e-08 -1.72239e-07 -4.76678e-08 6.93775e-09 1.17503e-08 4.05472e-07 2.2064e-09 1.03378e-08 6.01247e-10 6.88009e-09 -7.21512e-10 -4.48256e-07 7.28538e-09 5.42834e-07 -4.38191e-07 -5.44589e-09 -1.94529e-08 -3.80436e-07 -1.12434e-06 1.6613e-08 3.0435e-07 -1.59859e-07 1.4063e-07 -6.19431e-07 -2.18359e-07 -6.66703e-07 1.44707e-08 3.10998e-07
internal_weight=0 3099 2877 222 195 2856 2831 67 2764 2742 2719 2694 2674 47 2627 61 41 2566 2455 223 51 2232 111 172 104 68 84 56 82 62
internal_count=3121 3099 2877 222 195 2856 2831 67 2764 2742 2719 2694 2674 47 2627 61 41 2566 2455 223 51 2232 111 172 104 68 84 56 82 62
is_linear=0
shrinkage=0.1


Tree=8181
num_leaves=31
num_cat=0
split_feature=130 12 45 1 1429 156 1429 142 147 147 130 394 43 1445 43 43 1213 1210 51 0 1212 42 403 400 12 52 13 42 3 10
split_gain=7.34961e-10 1.60624e-09 7.12803e-10 7.02861e-09 1.7579e-09 1.89624e-09 8.81144e-10 8.60769e-10 1.15896e-09 1.31282e-09 8.8354e-10 1.01258e-09 3.22772e-09 7.83612e-10 8.01389e-10 3.26922e-09 9.11694e-09 3.85361e-09 2.5851e-09 6.42612e-09 2.56119e-09 2.47226e-09 1.84946e-09 2.38999e-09 1.64918e-09 2.73282e-09 2.64883e-09 1.38818e-09 1.30675e-09 1.30039e-09
threshold=-0.23647499999999996 0.23631000000000002 0.084355000000000013 0.10684 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 -0.057499999999999989 0.099230000000000013 0.093875000000000014 -0.14628999999999995 0.013605000000000001 -0.010344999999999998 0.077530000000000016 0.062770000000000006 0.055925000000000009 -0.017214999999999998 0.258635 0.035765000000000012 -0.086234999999999992 0.10083000000000002 -0.074124999999999983 -1.0000000180025095e-35 0.10782000000000001 0.090695000000000012 1.0000000180025095e-35 -0.053889999999999993 0.075730000000000006 -0.079979999999999982 -0.011559999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -6 -8 9 10 -9 13 -13 14 15 17 -17 29 20 -20 21 -16 -23 24 27 26 -26 28 -24 -12
right_child=1 -3 3 -5 5 -7 7 8 -10 -11 11 12 -14 -15 18 16 -18 -19 19 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-6.0424407763548518e-07 -9.4265329607878813e-07 8.5533830336068846e-07 1.8119540970928939e-06 -6.4253620085504992e-07 -6.5399318248724051e-07 9.6845301527537237e-07 -6.4190655862040295e-07 -5.4892704654242879e-07 5.9913189858207267e-07 -7.2751524476188935e-07 -3.7058340165863342e-07 -3.4262220341671229e-07 1.4126570755834679e-06 -5.2781426335611416e-07 8.591996063537809e-07 -5.8903032197576975e-07 2.4303965415128917e-06 -1.3731645583447973e-06 -2.1864718715391973e-06 1.7850321561944065e-07 -9.5967939001992718e-07 -7.7271394176140373e-07 -8.8418707148226387e-07 -9.8455107604422661e-07 3.5399760170767644e-07 -1.7684017885077244e-07 1.8723723706060017e-06 2.8819311617221325e-07 7.4753635485817714e-08 3.4671145975908993e-08
leaf_weight=20 20 22 20 28 21 20 21 29 32 25 82 22 20 28 34 20 20 20 20 27 27 31 30 20 27 34 20 51 27 2303
leaf_count=20 20 22 20 28 21 20 21 29 32 25 82 22 20 28 34 20 20 20 20 27 27 31 30 20 27 34 20 51 27 2303
internal_value=0 3.90951e-09 -2.1741e-09 3.80168e-07 -8.229e-09 -2.02227e-09 -8.51157e-09 -3.94756e-09 5.95386e-10 -5.97066e-09 2.66754e-10 5.82967e-09 4.93225e-07 -1.42684e-09 3.85023e-09 2.40588e-08 9.20683e-07 9.14616e-09 -1.38133e-07 -8.27869e-07 -3.04329e-08 6.11352e-08 -5.1924e-08 5.49875e-08 1.64992e-07 5.06084e-07 1.00011e-06 -9.08279e-08 -4.29952e-07 2.07379e-08
internal_weight=0 3101 3079 48 3031 3011 2991 2970 2949 2917 2892 2863 42 2821 2793 2445 40 2405 348 47 301 274 240 209 189 81 47 108 57 2385
internal_count=3121 3101 3079 48 3031 3011 2991 2970 2949 2917 2892 2863 42 2821 2793 2445 40 2405 348 47 301 274 240 209 189 81 47 108 57 2385
is_linear=0
shrinkage=0.1


Tree=8182
num_leaves=31
num_cat=0
split_feature=40 130 472 1429 16 1374 1373 1374 2 1373 481 481 16 1446 43 52 52 42 2 2 42 150 13 1 12 1446 13 130 2 12
split_gain=8.60026e-10 1.29572e-09 8.50543e-10 1.72056e-09 8.33251e-10 6.38462e-09 6.62217e-09 3.66835e-09 9.11687e-09 5.2597e-09 2.84129e-09 5.16959e-09 4.61665e-09 2.834e-09 2.17843e-09 5.43346e-09 5.02751e-09 4.09934e-09 7.48825e-09 1.07736e-08 4.0203e-09 4.04338e-09 4.18191e-09 3.32725e-09 3.46004e-09 2.61597e-09 8.37157e-09 3.35133e-09 4.26457e-09 4.67586e-09
threshold=-0.24290999999999999 -0.22229499999999999 -0.38234499999999999 -0.23587499999999997 -0.0094449999999999968 0.087855000000000016 1.0000000180025095e-35 0.086765000000000023 0.090935000000000016 0.075690000000000021 -0.087424999999999989 -0.079504999999999978 -0.0087049999999999992 0.085400000000000018 -0.079734999999999986 -0.094124999999999986 -0.14765999999999999 0.087745000000000004 0.10381000000000001 0.085515000000000022 0.086375000000000021 0.083555000000000004 -0.088069999999999996 0.10708500000000001 0.083935000000000023 0.085345000000000018 -0.086804999999999979 0.085235000000000019 0.089320000000000024 0.090345000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 7 6 10 9 -9 14 13 -12 -13 -6 16 -16 -5 20 19 -19 21 22 -18 24 -24 26 -26 28 29 -28
right_child=1 2 3 4 5 -7 -8 8 -10 -11 11 12 -14 -15 15 -17 17 18 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-5.727318960697841e-07 7.3672639189226174e-07 -5.938852278101574e-07 8.6540387804273884e-07 1.6594617087004896e-06 -1.7430284179908997e-06 -1.800492435948053e-06 1.7184341686515837e-06 2.3705346929704241e-06 -1.5197093507355788e-07 -1.2212850686937567e-06 1.273835824255504e-06 -1.4508482392372458e-06 -4.6030280585867066e-08 -7.9742779321566655e-08 -1.461994056101573e-06 -2.6202861574238396e-09 -1.1240374168474157e-06 4.1616328050824653e-07 -5.0787772617392575e-07 3.3108950481164359e-06 -1.250720377754533e-06 1.1586469126356747e-06 -8.9291082872851976e-07 1.1551374120278559e-06 2.1377477808181584e-06 -9.5118560523133071e-07 -1.4211340526127884e-06 5.5792665551261207e-07 7.4263332570418631e-07 9.9470055258093339e-08
leaf_weight=26 24 24 23 23 20 21 21 23 38 34 29 24 925 21 26 1359 31 36 30 20 24 32 38 27 21 20 42 72 28 39
leaf_count=26 24 24 23 23 20 21 21 23 38 34 29 24 925 21 26 1359 31 36 30 20 24 32 38 27 21 20 42 72 28 39
internal_value=0 4.81306e-09 -9.06876e-10 3.76378e-09 -2.7897e-09 -7.41899e-08 -3.93319e-08 3.58021e-08 7.99138e-07 1.13207e-08 -7.55567e-08 -4.13672e-08 -8.15578e-08 -8.91102e-07 3.37558e-08 -3.00165e-08 2.16622e-07 1.4448e-07 7.67017e-07 1.45e-06 1.3302e-09 8.71851e-08 -2.0635e-08 9.85479e-08 -1.11749e-08 1.39753e-07 2.47767e-07 2.8487e-08 -3.21235e-07 -6.88991e-07
internal_weight=0 3095 3071 3047 3024 1061 1040 1963 61 1902 1019 978 949 41 1868 1385 483 460 86 56 374 350 318 287 260 222 202 181 109 81
internal_count=3121 3095 3071 3047 3024 1061 1040 1963 61 1902 1019 978 949 41 1868 1385 483 460 86 56 374 350 318 287 260 222 202 181 109 81
is_linear=0
shrinkage=0.1


Tree=8183
num_leaves=31
num_cat=0
split_feature=1208 1208 403 403 1210 401 128 16 0 132 15 1204 0 50 132 52 2 132 394 401 2 3 0 401 16 390 1213 1213 1210 1212
split_gain=7.42889e-10 1.62852e-09 9.29607e-10 5.2402e-09 1.28254e-09 8.76705e-10 7.95732e-10 1.5565e-09 1.98402e-09 1.24303e-09 2.5361e-08 1.01581e-08 2.14404e-08 4.11307e-09 2.74272e-09 9.45966e-10 1.50859e-09 2.43089e-09 9.03007e-10 1.98626e-09 6.67673e-09 1.16973e-08 6.5984e-09 1.19563e-09 4.20795e-09 2.01294e-09 1.52967e-09 6.188e-09 6.17225e-09 2.09256e-09
threshold=0.11846000000000001 0.10480500000000002 -0.55276999999999987 -0.53960999999999981 -0.3960249999999999 0.13729500000000003 0.10614000000000001 -0.081299999999999983 -0.078244999999999995 -0.083284999999999984 0.091915000000000011 -0.082199999999999981 -0.083264999999999992 0.08461500000000001 -0.066044999999999979 0.090645000000000017 0.10497000000000002 -0.26625499999999996 -0.11103499999999998 0.10022000000000002 0.084715000000000013 -0.079864999999999978 -0.086234999999999992 0.092675000000000021 -0.091744999999999979 0.088375000000000023 -0.088064999999999991 -0.09411499999999999 -0.081959999999999991 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 9 -8 -9 10 13 12 -11 15 -13 16 17 -6 -16 23 21 -21 -22 25 -25 26 27 29 -28 -20
right_child=-2 -3 3 4 5 -7 7 8 -10 11 -12 14 -14 -15 18 -17 -18 -19 19 20 22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-4.9562187529305891e-07 5.323078646859778e-07 -7.5032048777035839e-07 1.5123520913972323e-06 -7.6355867148239743e-07 -1.2187275974895329e-06 6.6263661551602132e-07 1.9561949652650189e-07 -1.3417682156535232e-06 -1.0728086219084314e-07 6.0115295613369122e-07 3.6244040203570199e-06 1.1810220019015106e-06 -3.9227682512077425e-06 -1.4847867805656279e-06 6.7487207388694515e-07 6.0254745540078151e-07 6.8462294380693005e-07 3.9160507031246902e-09 7.7317452231376109e-07 -3.1471851610831439e-06 1.7427215198040359e-06 1.2733605364208719e-07 -5.0129706925878585e-07 1.6136401654875954e-06 -3.1571700385659198e-07 9.012697832986305e-07 1.7638687194221348e-06 -1.8620253567550291e-06 -4.338921741727068e-10 -3.8500684124114626e-07
leaf_weight=37 26 29 23 22 20 20 38 23 30 22 20 20 20 20 20 25 22 87 26 20 20 24 38 20 26 25 20 22 2317 39
leaf_count=37 26 29 23 22 20 20 38 23 30 22 20 20 20 20 20 25 22 87 26 20 20 24 38 20 26 25 20 22 2317 39
internal_value=0 -4.46668e-09 2.58803e-09 8.67379e-09 -2.8314e-09 2.77718e-09 -1.67531e-09 -2.92808e-07 -6.43002e-07 7.54609e-09 2.51979e-07 -1.01545e-08 -1.5531e-06 -1.35656e-07 1.44202e-08 3.95554e-08 -6.95516e-08 -2.24615e-07 5.50463e-09 3.49699e-10 -4.32181e-07 -1.36108e-06 2.72502e-07 1.80323e-08 5.23134e-07 8.54492e-09 -6.62228e-10 -4.12383e-07 1.4665e-08 7.82657e-08
internal_weight=0 3095 3066 3029 3006 2984 2964 91 53 2873 194 2679 42 174 2637 154 129 107 2617 2597 102 44 58 2495 46 2449 2424 87 2337 65
internal_count=3121 3095 3066 3029 3006 2984 2964 91 53 2873 194 2679 42 174 2637 154 129 107 2617 2597 102 44 58 2495 46 2449 2424 87 2337 65
is_linear=0
shrinkage=0.1


Tree=8184
num_leaves=31
num_cat=0
split_feature=120 1 12 1212 1213 1213 12 12 1213 13 1212 13 1210 1212 42 1209 12 142 11 33 401 402 3 158 52 0 52 132 399 1204
split_gain=7.38057e-10 1.14557e-09 2.27953e-09 1.19546e-09 1.1227e-09 2.2412e-09 2.04087e-09 4.03431e-09 1.36026e-09 5.99321e-09 5.134e-09 1.47202e-08 7.34072e-09 1.42584e-09 7.74887e-09 1.76595e-09 1.47509e-09 2.96039e-09 1.37125e-09 1.35431e-09 1.37474e-09 2.03987e-09 1.27462e-09 1.83702e-09 2.38802e-09 2.0409e-09 1.35239e-09 4.43093e-09 4.20058e-08 1.91585e-08
threshold=0.086165000000000019 0.16540500000000002 0.15120000000000003 -0.52517999999999987 -0.24064499999999997 -0.15413999999999997 0.09364500000000002 0.088795000000000013 -0.090764999999999985 -0.088319999999999996 -0.089544999999999986 -0.090204999999999994 -0.3960249999999999 -0.063924999999999996 0.087075000000000014 -0.084519999999999984 0.12757000000000002 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 -0.46360499999999999 -0.45454999999999995 0.14121000000000003 0.084765000000000021 -0.075329999999999994 -0.09595999999999999 0.0031350000000000002 -0.083284999999999984 0.091580000000000009 -0.080929999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5 9 -7 11 -10 -12 14 -14 -15 17 -17 -19 -20 -21 -22 26 24 -24 -26 27 28 -23 -29
right_child=-2 -3 -4 4 5 8 -8 -9 10 -11 12 -13 13 15 -16 16 -18 18 19 20 21 22 23 -25 25 -27 -28 29 -30 -31
leaf_value=7.4362159575064827e-07 -4.3801438718410761e-07 6.935936596619286e-07 -8.1424293102493131e-07 -3.513927639908092e-08 9.2043557944836927e-07 -1.5480533165706284e-06 4.31398508091909e-07 -1.83504892675046e-06 3.1128772050692535e-06 4.0264284122157635e-07 -1.7081053633205559e-06 -4.3921025333507458e-07 -5.749399711644841e-07 -8.8961553708279774e-07 1.7422966005108686e-06 1.2014596877850723e-06 -6.0862943021340086e-07 -7.7676606906607055e-07 -7.1642270552274567e-07 -7.6395895637853594e-07 8.233282645875307e-07 -5.9959581431964388e-07 -7.908851297803008e-07 1.2089308404483746e-06 5.6519349496871512e-08 1.0990856647400246e-06 -9.4083079893485165e-08 -3.0515231821937049e-06 4.7393136830464761e-06 6.5373524222201366e-08
leaf_weight=22 38 24 34 33 27 28 22 20 20 36 25 28 31 22 27 21 38 22 25 22 32 56 21 20 57 28 891 20 20 1411
leaf_count=22 38 24 34 33 27 28 22 20 20 36 25 28 31 22 27 21 38 22 25 22 32 56 21 20 57 28 891 20 20 1411
internal_value=0 5.40345e-09 4.11348e-12 9.15598e-09 3.77528e-09 1.35611e-08 -3.78264e-07 -7.1435e-07 5.12072e-09 -4.50787e-07 1.54056e-08 1.04083e-06 -2.24241e-09 1.31869e-08 5.03774e-07 2.67172e-09 9.98555e-09 1.88697e-08 9.40894e-09 1.60535e-08 2.31567e-08 2.99315e-08 1.98726e-08 3.29889e-07 1.64032e-07 3.99953e-07 3.58318e-09 6.13275e-08 8.0538e-07 2.1811e-08
internal_weight=0 3083 3059 3025 3003 2928 75 53 2901 64 2837 48 2789 2764 58 2706 2684 2646 2625 2603 2578 2556 2524 126 106 85 2398 1507 76 1431
internal_count=3121 3083 3059 3025 3003 2928 75 53 2901 64 2837 48 2789 2764 58 2706 2684 2646 2625 2603 2578 2556 2524 126 106 85 2398 1507 76 1431
is_linear=0
shrinkage=0.1


Tree=8185
num_leaves=31
num_cat=0
split_feature=132 399 1203 400 393 1 399 130 402 2 1205 50 46 13 40 43 13 130 394 52 13 0 402 394 129 403 1212 1213 133 1213
split_gain=8.32633e-10 3.62533e-09 3.43772e-09 1.16917e-09 1.04982e-09 2.82675e-09 1.02867e-09 1.24597e-09 9.21262e-10 3.43093e-09 1.63933e-09 1.02328e-09 8.30525e-10 8.20573e-10 6.37001e-09 3.44895e-09 3.05665e-09 1.70776e-09 2.77834e-09 2.74384e-09 1.97021e-09 1.29793e-09 1.21826e-09 1.22459e-09 4.08516e-09 1.56348e-09 1.81802e-09 5.83054e-09 5.71454e-09 4.8324e-09
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.10782000000000001 0.088255000000000014 0.088975000000000012 -0.065739999999999979 0.087100000000000025 -0.45015499999999992 0.093840000000000021 1.0000000180025095e-35 0.092410000000000006 -0.052299999999999992 0.24813000000000004 -0.24452499999999996 -0.40263499999999991 0.23074000000000003 -0.0075749999999999993 -0.078674999999999981 0.086450000000000013 -0.0087749999999999981 -0.087974999999999984 0.31278000000000006 -0.11103499999999998 -1.0000000180025095e-35 0.62200000000000011 -0.092474999999999988 -0.090324999999999989 -0.097509999999999986 -0.087969999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 6 -6 7 -2 9 11 12 -8 -10 14 -14 -15 17 18 19 21 -20 -16 23 -19 -25 26 27 28 -26 -28
right_child=1 -3 -4 -5 5 -7 8 -9 10 -11 -12 -13 13 15 16 -17 -18 22 20 -21 -22 -23 -24 24 25 -27 29 -29 -30 -31
leaf_value=4.3875764183874051e-08 -8.7591353930677613e-08 9.8441627352186558e-07 -1.4383071976453722e-06 -6.2546054315985651e-07 1.5554755854071467e-07 -1.2798678203975928e-06 6.7244914459609264e-07 8.4438936935882231e-07 -6.387003966779048e-07 -1.3205368839900682e-06 9.120279446506175e-07 -3.2701099030418844e-07 1.7958997455025381e-06 1.2960687608507091e-07 3.8481752621269802e-08 -1.2564552170383302e-06 -1.1433505505920039e-06 7.3273351300816678e-07 3.6224005270923956e-07 -9.3797640631908602e-07 1.7658802943287811e-06 1.0483340710720768e-06 7.7384115684253638e-07 -1.4053409304757398e-06 3.8394499597416146e-08 -8.4339619241611468e-07 -7.6072479709160601e-07 -9.2962469977919681e-07 2.1986894289227623e-06 1.6782237495473309e-08
leaf_weight=165 26 38 20 31 34 23 21 32 20 24 20 20 20 58 35 26 23 22 20 21 20 20 20 21 25 22 83 20 24 2167
leaf_count=165 26 38 20 31 34 23 21 32 20 24 20 20 20 58 35 26 23 22 20 21 20 20 20 21 25 22 83 20 24 2167
internal_value=0 1.40789e-08 -1.89426e-07 -6.19887e-08 1.21776e-09 -4.23655e-07 9.83618e-09 4.26605e-07 1.05253e-09 -3.70949e-07 1.00514e-08 1.84908e-07 3.28747e-09 8.13815e-09 1.82178e-08 -2.99412e-07 4.23686e-09 1.47109e-08 3.89469e-07 3.44216e-08 1.06406e-06 4.05701e-07 -3.37232e-09 -9.89256e-09 -1.68095e-08 -4.35363e-09 3.60624e-09 5.09216e-07 1.0965e-06 -1.18991e-08
internal_weight=0 2905 216 196 2867 57 2810 58 2752 65 2687 41 2667 2647 2563 84 2543 2520 116 76 40 55 2404 2384 2362 2341 2319 69 49 2250
internal_count=3121 2905 216 196 2867 57 2810 58 2752 65 2687 41 2667 2647 2563 84 2543 2520 116 76 40 55 2404 2384 2362 2341 2319 69 49 2250
is_linear=0
shrinkage=0.1


Tree=8186
num_leaves=31
num_cat=0
split_feature=40 130 156 1428 50 132 1211 133 133 49 49 15 1 1 50 1452 159 43 51 49 16 42 399 399 133 481 480 2 481 12
split_gain=8.593e-10 1.0736e-09 7.34791e-10 1.10912e-09 7.12553e-10 1.697e-08 1.27128e-08 2.09694e-09 4.73451e-09 2.92778e-09 3.70432e-09 3.35378e-09 6.50256e-09 2.46992e-09 2.0455e-09 1.93072e-09 2.28751e-09 1.87941e-09 1.85313e-09 3.14779e-09 2.34527e-09 2.09738e-09 1.67521e-09 4.06436e-09 1.27493e-09 1.24652e-09 1.59258e-09 1.32544e-08 1.40758e-09 8.18774e-09
threshold=-0.24290999999999999 -0.22229499999999999 0.3248100000000001 0.10668500000000002 0.096900000000000014 -0.083284999999999984 0.11048500000000001 -0.0077049999999999992 -0.10066499999999999 0.08610000000000001 0.093350000000000002 -0.089964999999999976 0.091095000000000023 0.099660000000000012 0.094920000000000018 0.11396500000000002 -0.45371999999999996 0.18116500000000002 -0.014565 -0.0087849999999999977 -0.071359999999999993 0.083935000000000023 0.091255000000000017 0.099760000000000015 0.085195000000000007 0.11290000000000001 0.095525000000000013 0.092875000000000013 -0.081614999999999979 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 14 -6 7 8 17 11 -11 12 -9 -12 15 16 -3 -7 19 -13 -20 -22 25 -24 -23 26 28 -28 29 -18
right_child=1 2 -4 -5 5 6 -8 9 -10 10 13 18 -14 -15 -16 -17 22 -19 20 -21 21 24 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.7249589662415726e-07 6.7103538986164803e-07 -8.3321531192001106e-07 -5.6350134538819403e-07 7.4608928457564616e-07 2.8904292418831445e-06 -6.4715482144790609e-07 -2.4211570922445736e-06 -2.3182421302792026e-06 1.860000347300056e-06 1.6358743648327491e-06 -4.1234502977005881e-07 1.0711411715800676e-07 9.5892649672653835e-09 7.6314328587365958e-07 -8.5533463412691079e-07 9.6792813053525606e-07 -1.0599856092939859e-06 7.0734041514697308e-07 -3.6290901002880798e-07 -1.450014305532932e-06 -1.080306302488528e-07 4.97618028703073e-07 -1.5146145240123587e-06 3.6949748341350224e-08 1.6132252096126432e-06 6.956100823283753e-07 -2.3487432663980306e-06 8.4201107635332549e-07 -4.9275947545142954e-09 9.1503170761155308e-07
leaf_weight=26 24 34 23 20 21 21 21 20 21 21 39 37 30 33 29 20 29 20 37 20 24 20 25 52 21 26 23 30 2278 76
leaf_count=26 24 34 23 20 21 21 21 20 21 21 39 37 30 33 29 20 29 20 37 20 24 20 25 52 21 26 23 30 2278 76
internal_value=0 4.80515e-09 -4.01469e-10 3.84764e-09 -1.05488e-09 1.22223e-07 -2.87704e-08 1.09252e-07 6.38977e-07 5.0042e-10 4.67265e-07 -2.07199e-07 -9.21543e-07 1.2642e-07 -2.01436e-08 -1.08029e-08 -1.84106e-08 1.35746e-08 1.74381e-08 -4.39247e-07 2.72644e-07 6.34421e-07 -7.49945e-09 -4.66805e-07 1.06903e-06 6.8655e-09 -4.85631e-10 -5.42656e-07 1.15727e-08 3.69551e-07
internal_weight=0 3095 3071 3048 3028 406 385 364 62 302 93 209 50 72 2622 2593 2573 41 159 57 102 65 2539 77 41 2462 2436 53 2383 105
internal_count=3121 3095 3071 3048 3028 406 385 364 62 302 93 209 50 72 2622 2593 2573 41 159 57 102 65 2539 77 41 2462 2436 53 2383 105
is_linear=0
shrinkage=0.1


Tree=8187
num_leaves=31
num_cat=0
split_feature=130 12 132 132 15 1186 132 50 16 133 133 51 403 51 51 1209 13 13 4 0 15 10 16 33 4 15 401 1212 41 33
split_gain=8.8483e-10 1.48406e-09 8.2563e-10 3.70449e-09 2.92076e-09 1.37631e-09 9.96572e-10 1.33847e-09 9.50732e-10 1.98553e-09 8.5078e-10 7.99567e-10 4.73017e-09 6.67861e-09 2.61276e-09 3.05044e-09 2.45566e-09 2.50363e-09 2.15212e-09 3.21165e-09 2.30991e-09 1.8007e-09 1.42074e-08 1.76329e-08 1.68452e-09 1.62946e-09 1.48847e-09 1.7913e-09 1.45861e-09 5.52042e-09
threshold=-0.23647499999999996 0.23631000000000002 -0.083174999999999985 -0.050879999999999988 0.092400000000000024 0.049580000000000006 -0.085749999999999979 0.09227500000000001 -0.095094999999999985 -0.14717499999999997 -0.015929999999999996 0.094075000000000006 -0.0031149999999999997 0.097935000000000008 0.090560000000000015 0.12417500000000002 0.10002500000000002 0.0015850000000000003 0.033845000000000007 -0.10151999999999999 -0.089024999999999979 -0.011559999999999999 -0.056919999999999991 0.078905000000000017 -0.010655 -1.0000000180025095e-35 0.13699500000000003 0.13795000000000002 0.088520000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 -2 -10 -11 14 -13 -14 15 21 17 18 19 25 -21 22 23 -5 -22 -15 27 28 29 -23
right_child=1 -3 3 11 -6 -7 -8 -9 9 10 -12 12 13 16 -16 -17 -18 -19 -20 20 24 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.6301424073600411e-07 -4.2621183259446602e-07 8.2267521959974758e-07 1.1786467814124115e-06 -3.2407851857964557e-06 -1.2055468843072959e-06 -8.2332403345779829e-07 6.1798370759902353e-07 -7.485287426334253e-07 7.6967426867924647e-07 -5.3605928989217606e-07 2.2993325618981858e-07 -1.1404736946692888e-06 1.6301388606310141e-06 1.6735065713646692e-06 -8.5123141773053536e-07 1.0331967875539964e-06 1.0200737908515015e-06 -1.0197200026595965e-06 -5.9067913298349601e-07 -6.8404859713869628e-07 6.6865441609274646e-09 1.4864286389411065e-06 1.3022453254836429e-06 4.078598185340245e-07 9.3467047366646994e-07 3.9700420103372384e-07 -8.3871215706278151e-07 9.2638392987152795e-07 -6.3294103445817504e-07 -7.7442005722144597e-09
leaf_weight=20 30 22 27 27 25 21 25 24 39 29 29 26 32 20 37 28 26 22 37 35 71 25 29 26 27 20 21 21 36 2264
leaf_count=20 30 22 27 27 25 21 25 24 39 29 29 26 32 20 37 28 26 22 37 35 71 25 29 26 27 20 21 21 36 2264
internal_value=0 4.27016e-09 -1.57749e-09 1.28573e-08 -1.87344e-07 -5.813e-08 3.31715e-08 -6.36517e-08 6.57739e-08 2.17934e-07 -1.53063e-07 1.73489e-09 1.5166e-07 2.67506e-07 -1.71101e-08 -4.65044e-09 9.84973e-08 -4.78278e-09 1.01544e-07 2.49592e-07 1.33019e-08 -1.65164e-08 -4.77216e-07 -1.45088e-06 2.62356e-07 1.03526e-06 -5.56368e-10 6.9463e-09 -1.35829e-09 8.57486e-09
internal_weight=0 3101 3079 2857 222 197 176 151 127 97 58 2830 316 290 2514 2477 258 232 210 173 133 2449 82 53 98 40 2367 2346 2325 2289
internal_count=3121 3101 3079 2857 222 197 176 151 127 97 58 2830 316 290 2514 2477 258 232 210 173 133 2449 82 53 98 40 2367 2346 2325 2289
is_linear=0
shrinkage=0.1


Tree=8188
num_leaves=31
num_cat=0
split_feature=40 130 1208 1208 1208 1209 401 1212 1212 1211 12 399 12 132 43 1211 50 132 4 1210 3 128 128 1452 41 33 401 132 4 12
split_gain=8.34205e-10 9.33244e-10 7.54962e-10 1.13437e-09 1.10102e-09 1.59239e-09 1.46281e-09 1.25872e-09 8.00705e-10 2.88792e-09 2.42135e-09 9.23972e-10 2.97544e-09 2.46534e-09 2.78865e-08 2.39513e-08 5.30821e-09 2.48014e-09 1.79441e-09 1.12733e-09 1.10763e-09 3.42083e-09 8.57102e-09 2.82371e-09 2.36815e-09 4.44745e-09 2.25974e-09 3.23917e-09 1.78924e-09 1.68984e-09
threshold=-0.24290999999999999 -0.22229499999999999 0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.094304999999999986 0.13522500000000001 0.13795000000000002 0.11796000000000001 0.11301500000000002 0.096395000000000022 0.091895000000000018 0.09474500000000001 -0.083284999999999984 -0.011694999999999999 0.10167000000000002 0.09227500000000001 -0.030684999999999994 -0.079764999999999989 -0.094799999999999982 -0.094874999999999987 0.085955000000000018 0.097615000000000021 -1.0000000180025095e-35 0.08690500000000001 -0.0066799999999999993 0.089045000000000013 0.097095000000000015 -0.51843499999999987 0.086305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 9 11 -10 13 18 14 -7 17 -16 -15 -13 -19 21 26 -23 -22 25 -25 27 29 -27 -21
right_child=1 2 -4 -5 -6 6 -8 -9 10 -11 -12 12 -14 15 16 -17 -18 19 -20 20 23 22 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-5.6407350257359212e-07 6.2589273189435817e-07 8.9388875835538793e-07 -6.1250983605987142e-07 6.6160236236520677e-07 -5.7621564492778407e-07 3.0788136838612358e-06 -7.3411359456561818e-07 6.49748732352388e-07 3.0984376407229233e-07 1.1462718122407462e-06 -1.2275879231538058e-06 -1.5837587238820561e-06 3.9420755265675853e-07 1.1193347881999216e-06 3.7413058180391089e-08 -3.3034388562472573e-06 -1.639924345869551e-06 6.6968687133339697e-07 -2.8861925922841616e-07 -2.5566132352748483e-07 -9.9941878867563592e-07 2.4933975299745728e-06 -3.6692255310878286e-07 1.3426951014139378e-06 -1.0097210642712185e-06 -7.3543439660690125e-07 1.08658504586856e-06 -1.1048538292470767e-06 -1.4130543331145454e-08 2.0712182028707474e-07
leaf_weight=26 24 20 20 26 33 31 27 30 21 22 20 20 31 20 105 22 23 25 23 112 30 20 22 24 24 35 20 25 1973 267
leaf_count=26 24 20 20 26 33 31 27 30 21 22 20 20 31 20 105 22 23 25 23 112 30 20 22 24 24 35 20 25 1973 267
internal_value=0 4.73537e-09 -1.19004e-10 3.89536e-09 -1.75766e-09 4.57827e-09 -1.40632e-09 5.3112e-09 -1.32109e-09 4.93878e-09 -4.40123e-07 -3.86533e-09 -3.52608e-07 5.42443e-09 3.87757e-07 -1.7787e-08 -2.63984e-07 1.00467e-08 -8.9101e-07 1.4376e-09 -5.10873e-09 1.34278e-07 9.95135e-07 -3.62469e-08 -2.21928e-08 -1.05291e-08 4.90043e-08 -2.36111e-09 -2.67031e-08 7.03627e-08
internal_weight=0 3095 3071 3051 3025 2992 2972 2945 2915 2874 41 2852 74 2778 159 2619 128 2597 43 2577 2552 466 42 2086 2056 2032 424 404 2008 379
internal_count=3121 3095 3071 3051 3025 2992 2972 2945 2915 2874 41 2852 74 2778 159 2619 128 2597 43 2577 2552 466 42 2086 2056 2032 424 404 2008 379
is_linear=0
shrinkage=0.1


Tree=8189
num_leaves=31
num_cat=0
split_feature=1211 50 13 4 3 1200 1203 402 1210 393 401 394 394 1212 401 52 52 52 13 42 403 1447 158 133 133 15 42 42 42 2
split_gain=8.39283e-10 5.07666e-09 2.50436e-09 2.25566e-09 3.2451e-09 1.24423e-09 1.96455e-09 1.30177e-09 1.3289e-09 9.28143e-10 1.11705e-09 9.12273e-10 9.95085e-10 1.8116e-09 1.48726e-09 9.09386e-10 6.96586e-09 6.39227e-09 2.4741e-09 6.09139e-09 4.78912e-09 4.60697e-09 4.29584e-09 2.92292e-09 1.19682e-08 7.39123e-09 6.78441e-09 1.09117e-08 6.87604e-09 3.61254e-09
threshold=0.087635000000000005 0.096900000000000014 -0.087324999999999986 -0.079329999999999984 -0.076969999999999997 0.090100000000000013 0.089745000000000019 -0.45015499999999992 0.24726500000000004 -0.091754999999999989 -0.099524999999999988 -0.14580499999999996 -0.09095499999999998 -0.47386499999999993 0.13607500000000003 0.10160000000000001 0.10611000000000001 0.096795000000000006 0.24813000000000004 0.11649000000000002 -0.085729999999999987 -0.086279999999999982 0.10874500000000002 0.09112000000000002 0.088820000000000024 0.11842000000000001 0.096450000000000022 0.090090000000000017 0.088200000000000014 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 7 -1 9 -9 -11 -12 -13 -14 15 17 -17 -15 19 20 -18 -22 23 24 25 26 27 28 -23 -25
right_child=1 -3 3 4 -6 -7 -8 8 -10 10 11 12 13 14 -16 16 18 -19 -20 -21 21 22 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-6.3304355535365175e-07 6.4032917161209002e-07 1.3944658794192342e-06 2.3194019979348162e-07 -1.5322215415591455e-06 1.2523959090534237e-07 6.6405663498395979e-07 -7.322530321791994e-07 6.1163167496639907e-07 7.3962933946347684e-07 -6.9220211571519032e-07 -5.7499385869773191e-07 5.445300048174404e-07 -8.0813708487020056e-07 -1.8011695424863886e-08 8.010863878568039e-07 1.7075957045493011e-06 -1.4105858351444033e-06 -1.7712157863397373e-06 -1.0611857710784988e-06 1.6991991818765034e-06 1.2657016607183399e-06 2.5678367281979044e-07 -1.3775485172118352e-06 -1.5394071634427353e-06 2.3427841606249447e-06 -1.495632633036778e-06 -1.5280300019748256e-06 1.9217971009305297e-06 -1.6618544597081708e-06 -4.2858148411276622e-08
leaf_weight=33 36 30 37 27 21 27 38 24 24 24 28 33 28 2146 23 26 23 21 20 22 30 169 22 23 24 29 21 37 21 54
leaf_count=33 36 30 37 27 21 27 38 24 24 24 28 33 28 2146 23 26 23 21 20 22 30 169 22 23 24 29 21 37 21 54
internal_value=0 2.29985e-07 -5.87299e-08 -3.54802e-07 -8.07082e-07 -1.1692e-08 -1.78915e-08 -8.54701e-09 -1.37138e-09 -7.61577e-09 -1.28785e-08 -7.05572e-09 -1.31898e-09 -7.89547e-09 3.6966e-10 -6.48171e-09 1.12142e-07 -3.50017e-08 2.834e-08 7.42148e-08 -4.70279e-09 7.04956e-08 -1.91448e-08 5.99157e-08 2.00561e-07 1.49531e-08 1.91594e-07 3.50678e-07 4.47237e-08 -4.89879e-07
internal_weight=0 151 121 85 48 2970 2943 2905 2872 2848 2824 2800 2772 2739 2711 2688 521 2167 495 475 453 430 400 378 301 277 248 227 190 77
internal_count=3121 151 121 85 48 2970 2943 2905 2872 2848 2824 2800 2772 2739 2711 2688 521 2167 495 475 453 430 400 378 301 277 248 227 190 77
is_linear=0
shrinkage=0.1


Tree=8190
num_leaves=31
num_cat=0
split_feature=130 10 2 40 2 45 132 394 15 1186 42 15 130 399 401 0 42 1210 131 2 0 123 3 1 124 123 3 3 47 0
split_gain=8.47366e-10 2.07992e-09 2.58208e-09 1.96923e-09 8.73048e-10 1.64858e-09 8.43946e-10 3.06001e-09 2.33505e-09 1.06428e-09 9.19425e-10 1.44997e-09 1.44913e-09 1.11785e-09 7.58193e-10 2.28837e-09 2.02726e-09 1.83995e-09 8.60238e-10 2.43791e-09 1.53225e-09 9.70494e-10 1.70617e-09 1.55855e-09 2.50304e-09 1.49161e-09 1.4571e-09 5.19483e-09 3.28029e-09 1.90111e-08
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 -0.083174999999999985 0.10969000000000002 0.092400000000000024 0.049580000000000006 -0.049004999999999993 0.084510000000000016 0.08610000000000001 0.086815000000000017 -0.13200999999999999 -0.071924999999999989 0.11747 0.26755500000000004 0.11767000000000001 0.094565000000000024 -0.077809999999999976 0.08592000000000001 -0.026224999999999995 0.13756000000000004 -0.082254999999999981 0.087755000000000014 -0.013929999999999998 -0.0096849999999999974 0.092165000000000011 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 8 14 9 10 12 -12 -7 -14 15 16 -8 18 21 20 -20 26 -23 24 25 -24 -16 -28 -29 -30
right_child=1 3 -4 4 -6 6 7 -9 -10 -11 11 -13 13 -15 17 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 27 28 29 -31
leaf_value=-6.4882538794108771e-07 -6.2754313711636879e-08 -9.7033542130832624e-07 1.5248857900473923e-06 -9.079933364830595e-07 6.4391352961614589e-07 -8.62544621725192e-07 -6.2540168763571904e-07 1.2502667948410819e-06 -1.0958788543575793e-06 -7.4079806067640591e-07 -8.6798925079934775e-09 9.008403281995925e-07 4.7235078400357607e-07 -4.06197930504147e-07 -2.5825724663599794e-08 1.0826152972115847e-06 6.1707295723560194e-07 -9.3250102205881074e-07 4.7748681491942653e-07 1.022023305509837e-06 -6.7789973077954833e-07 4.4770509107208987e-07 -6.9450657861125372e-07 3.0520249008247903e-07 -1.0337629142430738e-06 4.4490198894840837e-07 1.3236990113796311e-06 2.0086434633635631e-07 -1.7314595728915879e-06 1.4327792075527391e-06
leaf_weight=20 21 21 20 20 21 25 29 20 25 21 65 24 30 28 1941 26 24 21 22 31 24 29 20 25 55 27 36 370 49 31
leaf_count=20 21 21 20 20 21 25 29 20 25 21 65 24 30 28 1941 26 24 21 22 31 24 29 20 25 55 27 36 370 49 31
internal_value=0 4.17967e-09 7.11704e-07 -5.30023e-09 1.36832e-09 -3.10267e-09 2.93396e-09 1.77915e-08 -1.86534e-07 -6.87431e-08 1.33101e-08 2.36584e-07 -2.26104e-07 4.82238e-08 8.86053e-09 3.14191e-07 -6.27717e-08 -1.36529e-10 7.22424e-09 3.36595e-07 -1.25324e-07 -2.59441e-09 -2.44367e-07 -4.02399e-07 -5.75831e-07 -3.99527e-08 1.2946e-08 1.67793e-07 7.5321e-08 -5.05317e-07
internal_weight=0 3101 41 3060 3039 3018 2998 2780 218 193 172 89 83 58 2760 79 53 2681 2660 77 46 2583 156 127 102 47 2427 486 450 80
internal_count=3121 3101 41 3060 3039 3018 2998 2780 218 193 172 89 83 58 2760 79 53 2681 2660 77 46 2583 156 127 102 47 2427 486 450 80
is_linear=0
shrinkage=0.1


Tree=8191
num_leaves=31
num_cat=0
split_feature=120 483 483 1455 39 2 42 12 480 480 2 1447 2 132 42 1186 132 1426 47 0 10 16 474 1456 159 16 1 12 13 3
split_gain=7.12315e-10 1.2598e-09 7.3823e-09 2.36344e-09 2.31346e-09 1.6039e-09 2.95287e-09 1.4633e-09 1.18608e-09 1.91248e-09 1.08998e-09 9.83312e-09 7.98463e-09 5.90657e-09 2.47461e-08 1.75044e-08 3.29596e-09 2.88136e-09 2.81039e-09 1.69531e-08 8.83973e-09 1.77434e-08 4.11788e-09 4.35325e-09 7.34207e-09 4.16613e-09 1.03107e-08 2.60504e-08 8.14033e-09 8.07631e-09
threshold=0.086165000000000019 0.10045000000000003 0.10357500000000001 -0.076939999999999995 0.15009500000000003 0.096540000000000015 0.092145000000000019 0.094225000000000017 0.11387000000000001 0.095525000000000013 0.083715000000000026 -0.084149999999999989 0.083865000000000009 -0.083284999999999984 -0.021469999999999996 0.049580000000000006 -0.014134999999999998 -0.089244999999999977 0.094160000000000008 -0.10151999999999999 -0.011559999999999999 -0.059624999999999991 0.088290000000000021 -0.016459999999999999 -0.025079999999999995 -0.067914999999999989 0.094090000000000021 0.085565000000000016 -0.080519999999999994 -0.014944999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 8 7 -7 -5 9 10 11 -1 -12 14 -13 16 -15 -14 20 -20 21 -18 23 -22 -25 -26 27 -27 -29 -28
right_child=-2 2 3 5 -6 6 -8 -9 -10 -11 12 13 17 15 -16 -17 18 -19 19 -21 22 -23 -24 24 25 26 29 28 -30 -31
leaf_value=2.1397473038019676e-06 -4.3030514070315015e-07 1.9801664930954839e-06 7.3929860526789077e-07 -3.3128482255051499e-07 -1.0080766920193285e-06 3.7027375146944257e-08 -1.5111356994653006e-06 8.1631015486749463e-07 6.4650794432249571e-07 -7.3179212670816523e-07 -2.0244990921014508e-06 3.4154672785847575e-06 1.1215607401027227e-06 1.3274394854079219e-06 -1.3941319446075797e-06 -2.7421568258590847e-06 2.68624605285576e-07 -2.9039933431553876e-08 2.7235039486693218e-06 -1.519420087901118e-07 -1.229153848860485e-06 -3.4703088793073469e-06 -9.4133793356233676e-07 1.9924850210951592e-06 -1.3491520312445901e-07 3.6508695834906273e-06 3.5870624991906469e-07 -1.602017564328846e-06 1.2169383779792043e-06 -1.8714694264913719e-06
leaf_weight=23 38 22 32 25 23 28 22 20 28 36 20 23 22 20 20 23 30 2033 26 97 22 22 38 22 251 30 62 21 20 22
leaf_count=23 38 22 32 25 23 28 22 20 28 36 20 23 22 20 20 23 30 2033 26 97 22 22 38 22 251 30 62 21 20 22
internal_value=0 5.31139e-09 2.88974e-07 -3.98883e-09 -9.09409e-09 -2.54359e-07 -6.44164e-07 1.78757e-07 -1.20106e-09 -7.49168e-09 1.66702e-09 1.03109e-07 -3.60741e-08 4.05683e-08 1.17844e-06 -2.87358e-08 6.26386e-08 -1.67221e-08 2.44847e-08 4.55876e-07 -7.37766e-08 -1.31323e-06 5.82965e-08 1.4271e-07 2.13226e-07 1.16813e-07 5.24451e-07 1.41158e-06 -2.26917e-07 -2.25387e-07
internal_weight=0 3083 149 127 2934 95 50 45 2911 2883 2847 772 2075 749 43 706 683 2055 663 123 540 52 488 450 428 406 155 71 41 84
internal_count=3121 3083 149 127 2934 95 50 45 2911 2883 2847 772 2075 749 43 706 683 2055 663 123 540 52 488 450 428 406 155 71 41 84
is_linear=0
shrinkage=0.1


Tree=8192
num_leaves=31
num_cat=0
split_feature=132 1185 15 50 52 15 130 52 399 403 472 1429 1429 1456 43 2 1212 156 4 133 1455 51 0 158 154 1428 1429 475 16 16
split_gain=7.96696e-10 2.96471e-09 1.99801e-09 9.06862e-10 8.26627e-10 8.79974e-10 1.1874e-09 1.43629e-09 1.06773e-09 7.65387e-10 7.53855e-10 1.48472e-09 9.51981e-10 7.13832e-10 2.39378e-09 3.29545e-09 3.46107e-09 2.37573e-09 3.20537e-09 4.27474e-09 3.40465e-09 2.10418e-09 2.08221e-09 1.42377e-09 1.34897e-09 2.53723e-09 1.61612e-09 6.98239e-09 1.09286e-09 8.485e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.10450500000000001 0.090645000000000017 0.084905000000000022 0.10923000000000001 0.086275000000000004 0.086875000000000022 -0.020569999999999995 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 0.0058550000000000008 -0.090299999999999991 0.083715000000000026 0.0025400000000000002 -0.065739999999999979 -0.078439999999999996 0.087575000000000014 0.083295000000000022 -0.025879999999999997 -0.087794999999999998 -0.47356499999999996 0.085530000000000009 -0.020064999999999996 -1.0000000180025095e-35 -0.024084999999999999 -0.0094449999999999968 -0.0087049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 -1 -10 -3 -12 -13 23 -15 -16 17 -17 -19 21 22 -20 -21 -14 25 -25 27 -27 -28 -30
right_child=1 10 -4 -5 -6 -7 -8 -9 9 -11 11 12 13 14 15 16 -18 18 19 20 -22 -23 -24 24 -26 26 28 -29 29 -31
leaf_value=3.8866629681580084e-07 1.1978465241078258e-06 -5.5276861701258893e-07 -1.0247210734348756e-06 -6.968405202877919e-07 5.3102348965694547e-07 -6.4509688778950184e-07 -6.9208649165375393e-07 9.1150247442328688e-07 -6.4675450403228754e-07 1.4039157490298664e-07 8.4777445917574192e-07 -6.3691236193889107e-07 8.6564715161330253e-07 6.9246341164822911e-07 8.0406191150709328e-07 7.4883998227700689e-07 -1.6072991646372733e-06 5.7302831434385405e-07 -7.2088011962752789e-07 -7.9827110255337175e-07 -1.084067478181485e-07 4.691920314424071e-07 -2.1245834424352608e-06 -1.0571320589488923e-06 8.3659872075259055e-07 -6.6241723241470642e-07 5.5974512839259296e-08 1.6818096161875508e-06 -1.8637164395421187e-06 -2.6449552389822729e-08
leaf_weight=36 21 24 25 21 25 24 20 20 30 21 21 23 20 30 26 21 21 29 24 20 23 39 29 22 20 24 1652 27 26 757
leaf_count=36 21 24 25 21 25 24 20 20 30 21 21 23 20 30 26 21 21 29 24 20 23 39 29 22 20 24 1652 27 26 757
internal_value=0 1.39799e-08 -1.82579e-07 -7.57081e-08 -1.5957e-09 -8.97777e-08 1.51645e-08 1.47361e-07 -2.83037e-08 -3.22636e-07 5.34156e-09 1.00348e-08 3.82499e-09 9.06946e-09 -1.48109e-07 -2.56804e-07 -3.907e-07 -2.52599e-07 -3.80832e-07 -5.85736e-07 -1.11211e-06 1.58312e-08 -1.58323e-06 2.52315e-08 1.85826e-08 1.20594e-08 2.15212e-08 5.78644e-07 9.85255e-09 -8.74571e-08
internal_weight=0 2899 222 197 176 151 127 107 87 51 2878 2854 2833 2810 262 232 206 185 164 135 72 63 49 2548 2528 2508 2486 51 2435 783
internal_count=3121 2899 222 197 176 151 127 107 87 51 2878 2854 2833 2810 262 232 206 185 164 135 72 63 49 2548 2528 2508 2486 51 2435 783
is_linear=0
shrinkage=0.1


Tree=8193
num_leaves=31
num_cat=0
split_feature=1429 156 1425 1426 158 159 12 158 482 474 482 1 482 483 482 454 2 482 12 1 9 9 34 41 2 33 43 41 12 42
split_gain=7.40958e-10 1.92436e-09 7.8583e-10 7.96361e-10 6.72902e-10 8.72481e-10 2.97128e-09 2.30094e-09 1.36244e-09 2.11109e-09 1.19248e-09 3.39263e-09 3.05055e-09 5.42047e-09 3.31868e-09 1.04276e-09 2.45384e-09 1.36427e-09 9.86039e-10 3.25148e-09 1.74555e-09 2.59839e-09 1.34891e-09 1.24922e-09 2.19393e-09 2.16039e-09 2.06574e-09 2.59517e-09 2.60551e-09 1.8775e-09
threshold=-0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 -0.47382999999999992 -0.46871499999999994 0.091930000000000012 -0.46413499999999996 0.11117500000000001 0.096295000000000019 0.098465000000000011 0.16540500000000002 0.089605000000000018 0.088610000000000008 0.087425000000000017 -0.081344999999999987 0.094835000000000017 0.084620000000000015 0.12757000000000002 0.11669000000000002 0.092890000000000014 0.088235000000000022 -0.08786999999999999 0.076195000000000013 0.080205000000000012 1.0000000180025095e-35 -0.15879999999999997 0.080510000000000012 0.089300000000000004 0.085225000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7 10 -10 11 12 14 -14 15 16 -9 18 20 -20 21 22 -17 25 -25 -24 -26 -28 29 -29
right_child=1 -3 -4 -5 5 7 -8 8 9 -11 -12 -13 13 -15 -16 17 -18 -19 19 -21 -22 -23 23 24 26 -27 27 28 -30 -31
leaf_value=-5.7829500251087173e-07 -5.2932016482524593e-07 9.818429100505455e-07 -5.7222572067416879e-07 6.311784704848833e-07 -2.1380175207886784e-07 -1.0738139235400013e-06 1.3267748147968851e-06 1.2849613955268071e-06 1.1408675635930894e-06 -1.9012481971003582e-07 -6.4436855633050135e-07 1.1599476226820117e-06 5.0556000734800102e-08 -1.9639185370320693e-06 1.2279550720574083e-06 7.3515810524327213e-07 -2.8151089750849681e-07 -7.6321483343614698e-07 6.9889757203370365e-08 -1.3538978948971541e-06 6.7721528490724991e-07 -1.0411750887821351e-06 -1.1457066252989985e-08 1.1350565821430791e-06 -7.0319399810614417e-07 -1.0551599797281596e-06 1.2988626375924166e-06 -1.1059643304633938e-06 9.7290717457369839e-07 1.3677399491121656e-07
leaf_weight=22 24 20 24 20 31 20 21 20 26 22 29 25 34 22 22 25 20 24 53 23 38 24 2369 25 25 20 21 20 21 31
leaf_count=22 24 20 24 20 31 20 21 20 26 22 29 25 34 22 22 25 20 24 53 23 38 24 2369 25 25 20 21 20 21 31
internal_value=0 4.10511e-09 -2.2459e-09 2.23184e-09 -1.91278e-09 2.29107e-09 4.08354e-07 -4.84489e-09 2.42949e-09 5.30829e-07 -6.34367e-09 1.21292e-10 -1.00992e-08 -7.40845e-07 4.61552e-09 -5.13928e-09 5.01725e-07 -1.25959e-08 -5.91136e-09 -3.60993e-07 4.39266e-09 -5.51329e-09 4.20743e-09 -3.0097e-09 2.84087e-07 -2.01946e-08 1.03797e-07 3.2073e-07 3.54411e-08 -3.50574e-07
internal_weight=0 3099 3079 3055 3035 3011 52 2959 2939 48 2891 2862 2837 56 2781 2759 40 2719 2695 76 2619 2581 2557 2532 143 2389 118 93 72 51
internal_count=3121 3099 3079 3055 3035 3011 52 2959 2939 48 2891 2862 2837 56 2781 2759 40 2719 2695 76 2619 2581 2557 2532 143 2389 118 93 72 51
is_linear=0
shrinkage=0.1


Tree=8194
num_leaves=31
num_cat=0
split_feature=156 156 1429 474 475 475 475 1375 160 475 156 3 457 448 1348 12 447 13 150 475 151 160 1453 4 1455 50 2 4 0 483
split_gain=7.94199e-10 9.97188e-10 1.24088e-09 1.85999e-09 1.06055e-09 1.46788e-09 3.99344e-09 3.23849e-09 1.25228e-08 4.19863e-09 3.19371e-09 2.93161e-09 2.00544e-09 3.05015e-09 3.33632e-09 1.37309e-09 9.14595e-10 1.53322e-09 1.02998e-09 3.11626e-09 2.97341e-09 3.25417e-09 1.40301e-09 6.42975e-09 1.24296e-08 1.67712e-09 3.89709e-09 8.22596e-09 4.57797e-09 1.51787e-09
threshold=0.3248100000000001 0.14540500000000003 0.12387000000000002 -0.23025999999999996 -0.10664 -0.086304999999999979 -0.085774999999999976 -0.15308499999999997 -0.073679999999999982 -0.085024999999999989 0.087610000000000007 -0.085709999999999995 0.11612500000000002 0.030280000000000001 0.091105000000000005 0.08815000000000002 0.088380000000000014 -0.014169999999999999 0.10348 -0.084264999999999993 -0.0060399999999999994 -0.077459999999999987 -0.079219999999999985 -0.081609999999999988 0.088555000000000009 -0.13200999999999999 0.10981000000000002 0.057560000000000007 -0.069444999999999993 0.098395000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 15 10 -7 8 -8 -9 11 -6 13 14 16 -5 18 -18 19 -11 -20 -22 23 -21 -25 26 27 -24 -28 -27
right_child=-2 -3 -4 4 5 6 7 9 -10 12 -12 -13 -14 -15 -16 -17 17 -19 20 22 21 -23 25 24 -26 29 28 -29 -30 -31
leaf_value=8.8158065031744091e-07 -5.8545541358635886e-07 6.6035152376966641e-07 -7.6662785820265839e-07 -1.0742363292322244e-06 9.2609981379609956e-07 -1.4142723127008595e-06 2.7486541290500101e-06 -1.2517308614742771e-06 -4.4114287733876267e-07 -1.1675264866663265e-06 1.4231013959369708e-06 -6.4765505620581003e-07 9.5227003023203673e-07 -1.0843013447251556e-06 1.2907846382859134e-06 4.4176356269694542e-08 2.3056228030782221e-07 -9.1581776047178214e-07 1.0308068068651563e-06 -1.0868791559914826e-06 -1.0975933567654769e-06 6.0696106961207383e-07 1.5472338535830438e-08 -1.9932014367896046e-07 2.9785757249101155e-06 -1.1206170702667222e-08 1.3497654107720251e-06 -2.5478577364473107e-06 -5.1784662218778982e-07 3.626165877665643e-07
leaf_weight=24 23 23 21 21 20 20 20 27 32 23 23 29 22 26 20 23 20 28 36 20 21 24 31 32 20 2301 21 21 35 114
leaf_count=24 23 23 21 21 20 20 20 27 32 23 23 29 22 26 20 23 20 28 36 20 21 24 31 32 20 2301 21 21 35 114
internal_value=0 4.34762e-09 -5.59075e-10 4.70859e-09 -2.23693e-09 4.94474e-09 -6.0763e-09 3.65553e-09 7.85702e-07 -1.06536e-08 4.50991e-07 -5.30613e-09 1.25021e-09 -6.24082e-09 3.88913e-09 -4.89612e-07 -5.48033e-09 -4.38159e-07 2.2146e-09 -8.65144e-09 3.53415e-07 -1.88498e-07 1.6199e-09 4.36885e-07 1.02295e-06 -1.08014e-08 -3.96342e-07 -1.01972e-06 1.82508e-07 6.44012e-09
internal_weight=0 3098 3075 3054 3030 2986 2914 2894 52 2842 72 49 2815 2793 2767 44 2747 48 2699 2618 81 45 2595 72 52 2523 108 52 56 2415
internal_count=3121 3098 3075 3054 3030 2986 2914 2894 52 2842 72 49 2815 2793 2767 44 2747 48 2699 2618 81 45 2595 72 52 2523 108 52 56 2415
is_linear=0
shrinkage=0.1


Tree=8195
num_leaves=31
num_cat=0
split_feature=472 1429 1425 52 3 1 1429 51 13 475 151 150 43 43 4 4 1 46 159 482 13 159 52 52 1446 479 481 160 1447 1447
split_gain=6.72509e-10 1.30134e-09 8.3505e-10 9.46298e-10 2.90035e-09 2.11401e-09 9.5031e-10 5.93817e-09 1.3083e-08 9.99484e-09 3.93452e-09 3.41014e-09 1.97034e-09 1.93308e-09 2.83138e-09 1.66106e-09 1.50216e-09 1.28486e-09 3.00528e-09 1.42584e-09 8.03913e-09 2.26807e-09 1.48914e-09 1.87942e-09 2.1247e-09 2.7502e-09 1.84477e-09 1.89154e-09 1.80547e-09 7.77384e-09
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.55692499999999978 -0.085784999999999986 0.10293500000000001 0.083715000000000026 -0.085604999999999987 -0.067149999999999987 -0.085734999999999992 -0.54526999999999981 0.10699000000000002 -0.084359999999999991 -0.065269999999999981 -0.012509999999999999 0.022185000000000003 0.08776500000000001 0.10253500000000002 -0.47354999999999997 0.11191500000000001 -0.07743499999999999 -0.46267499999999995 0.55608500000000005 0.5116750000000001 -0.09143999999999998 0.10713500000000002 -0.15265499999999996 -0.55323499999999981 -0.086279999999999982 -0.085644999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 10 8 -8 -9 -5 12 -11 14 -14 -15 -10 18 -12 21 -21 -20 23 24 -23 26 -26 -28 -29 -30
right_child=1 2 -4 6 -6 -7 7 9 16 11 17 -13 13 15 -16 -17 -18 -19 19 20 -22 22 -24 -25 25 -27 27 28 29 -31
leaf_value=-5.2731096123655636e-07 7.5348588394342149e-07 -8.9390709632652944e-07 -6.0181088028714489e-07 1.4088322257066466e-06 1.1766552385476341e-06 5.4264151220281974e-07 -3.1283498020684417e-06 2.0204711428088255e-06 -6.1100412198874407e-07 6.9227834928548848e-07 9.8664008360614274e-07 -1.2715703258929049e-06 1.1969614749060301e-07 8.9790467663013781e-07 -1.4846658274336734e-06 -3.3221018537440854e-07 4.5852102772414586e-07 -7.1250166172376345e-07 1.016885097468193e-06 -1.982809499438753e-06 7.233744218351406e-07 -1.00547072504144e-06 -7.7082129365635423e-07 8.6753004478623556e-07 -7.6106544213416791e-07 9.7279048630078821e-07 9.2621804180287821e-07 -6.3997702839783836e-07 1.9697387093486897e-06 -1.0052038717421121e-08
leaf_weight=24 23 20 23 20 27 21 20 24 29 33 31 24 22 21 22 23 24 25 22 21 23 21 25 25 32 29 22 44 20 2381
leaf_count=24 23 20 23 20 27 21 20 24 29 33 31 24 22 21 22 23 24 25 22 21 23 21 25 25 32 29 22 44 20 2381
internal_value=0 4.08684e-09 -1.52024e-09 3.00505e-09 3.71868e-07 -1.58114e-07 -5.40349e-09 -1.95359e-07 -9.49063e-07 1.30205e-07 1.13675e-08 -1.82667e-07 3.33142e-08 -2.13797e-07 -6.82485e-07 2.5489e-07 -1.26691e-07 1.09582e-09 7.71301e-09 -3.67414e-09 -5.68213e-07 5.80306e-09 -2.75554e-09 4.7043e-09 -3.75809e-09 4.5631e-09 -6.67284e-09 3.11256e-09 -5.1935e-09 6.43935e-09
internal_weight=0 3097 3074 3051 68 41 2983 242 73 169 2741 145 121 88 44 44 53 2721 2696 2665 44 2621 2599 2574 2549 2528 2499 2467 2445 2401
internal_count=3121 3097 3074 3051 68 41 2983 242 73 169 2741 145 121 88 44 44 53 2721 2696 2665 44 2621 2599 2574 2549 2528 2499 2467 2445 2401
is_linear=0
shrinkage=0.1


Tree=8196
num_leaves=31
num_cat=0
split_feature=1429 156 12 0 483 158 15 132 12 394 12 1429 16 12 2 2 12 16 16 1212 52 42 13 133 133 1 13 15 51 157
split_gain=7.63715e-10 1.95052e-09 6.73309e-10 4.11883e-09 2.15993e-09 3.38328e-09 3.04891e-09 1.91471e-09 2.63298e-08 1.41609e-08 2.6823e-09 1.77656e-09 1.77159e-09 2.78375e-09 7.69223e-09 5.03734e-09 1.69691e-09 2.3632e-09 3.13142e-09 4.1536e-09 2.96321e-09 6.34256e-09 5.88638e-09 5.15651e-09 3.06272e-09 4.2758e-09 2.65502e-09 2.17949e-09 1.67589e-09 2.31846e-09
threshold=-0.23752499999999996 0.32523500000000005 0.099815000000000015 0.10455500000000001 0.10143000000000001 0.086290000000000019 -0.068899999999999975 -0.083284999999999984 0.091475000000000015 0.10969000000000002 0.089210000000000025 -0.10379499999999998 0.5136400000000001 0.090545000000000014 0.10644500000000001 0.10981000000000002 0.12757000000000002 -0.105305 -0.080954999999999985 0.049115000000000006 0.10263500000000002 0.082810000000000009 -0.0097949999999999982 -0.0077049999999999992 0.048520000000000008 0.096255000000000021 -0.061684999999999997 -0.071579999999999991 -0.23823499999999997 0.088145000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 16 -7 8 10 11 -2 -9 28 15 -15 -14 17 26 19 -19 22 -22 23 -20 25 -24 -4 -18 29 -13
right_child=1 -3 3 -5 -6 6 -8 9 -10 -11 -12 12 13 14 -16 -17 27 18 20 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.8710557533975758e-07 3.9644595009999001e-08 9.8853133181364691e-07 -2.921365128556664e-07 -1.3375004484190029e-06 -9.0502877983285374e-07 1.7594628542383362e-06 7.1249263679300908e-08 9.1248969418054247e-07 3.7426818528274457e-06 -2.5899443528487612e-06 -1.2175917814261083e-06 1.0745672705070319e-06 -7.0151303396304494e-07 3.188500280113816e-07 -2.2674391627590568e-06 1.2519874344847764e-06 -1.2827169607589895e-06 -1.7379488558617595e-06 2.1713543283112812e-06 1.4604650625022425e-07 2.9215505086150581e-07 -1.8746726099875973e-06 -1.8155835386139753e-06 2.1158032062618892e-07 5.1822423573309696e-07 1.383052700513569e-07 1.130139651844989e-06 -2.7784142092411547e-08 1.3795143771993888e-08 -1.863046857124573e-07
leaf_weight=22 112 20 21 26 27 20 23 22 20 21 20 35 33 23 23 22 25 25 25 22 35 22 21 29 31 24 35 31 2281 25
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internal_value=0 4.17083e-09 -2.2232e-09 -1.16444e-07 -4.01283e-08 1.99034e-08 8.56465e-07 1.69219e-08 3.61461e-07 -4.15246e-09 -1.50846e-07 1.78855e-08 9.82605e-09 -4.00235e-07 -9.74295e-07 7.98872e-08 -8.40623e-08 1.3254e-08 -1.26395e-07 -8.56079e-07 5.70018e-08 -5.44164e-07 3.2059e-07 1.11888e-06 -2.46618e-07 -7.7351e-07 5.96786e-07 -5.88022e-07 2.75177e-08 5.49204e-07
internal_weight=0 3099 3079 442 416 389 43 2637 152 2485 132 2464 2442 101 46 55 346 290 234 47 187 57 130 54 76 45 56 56 2341 60
internal_count=3121 3099 3079 442 416 389 43 2637 152 2485 132 2464 2442 101 46 55 346 290 234 47 187 57 130 54 76 45 56 56 2341 60
is_linear=0
shrinkage=0.1


Tree=8197
num_leaves=31
num_cat=0
split_feature=132 394 12 132 130 2 46 9 12 33 150 52 484 15 4 1455 1455 159 1456 47 47 47 1456 158 49 43 483 483 12 1447
split_gain=7.69162e-10 3.11689e-09 1.9596e-09 4.55192e-09 3.73561e-09 1.47209e-09 7.52973e-10 9.17668e-10 6.12013e-09 2.41907e-09 9.97496e-10 1.34321e-09 9.00259e-10 3.25869e-09 3.1408e-09 1.51676e-09 3.09129e-09 1.19272e-09 1.4036e-09 1.31138e-09 8.34969e-09 4.72712e-09 1.63883e-09 4.02147e-09 1.37603e-09 1.30596e-09 1.24786e-09 6.59706e-09 3.5545e-09 1.32219e-09
threshold=-0.083174999999999985 0.10969000000000002 0.090165000000000009 -0.41127499999999995 0.0062100000000000011 0.097385000000000013 -0.052299999999999992 0.092235000000000011 -0.010834999999999999 -0.0066799999999999993 -0.15178999999999995 0.62951500000000016 0.12955000000000003 -0.067579999999999987 -0.0078799999999999981 -0.097209999999999977 -0.089344999999999994 -0.46871499999999994 -0.011624999999999998 0.092710000000000015 0.096475000000000019 0.090280000000000013 -0.14418499999999998 -1.0000000180025095e-35 0.15266500000000002 0.0047850000000000011 0.10143000000000001 0.096720000000000014 0.094435000000000005 -0.086279999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 5 -5 -4 -2 9 -9 -8 -11 12 15 14 -14 -12 -17 18 -18 21 -21 22 -19 -24 25 -22 27 29 -28 -25
right_child=1 -3 3 4 -6 -7 7 8 -10 10 11 -13 13 -15 -16 16 17 19 -20 20 24 -23 23 26 -26 -27 28 -29 -30 -31
leaf_value=8.958355364331481e-08 -6.0698918616708405e-07 1.1732211809747084e-06 -2.7278402251761656e-07 -2.1017314847797578e-06 -4.0780636600364536e-07 8.5914511885221143e-07 9.4107333410420328e-07 9.2546719770325576e-07 -1.3483964823598368e-06 5.8041735741198862e-07 -7.3444293369513104e-07 -7.7759024386316686e-07 7.1950592854364011e-07 1.2206575455045958e-06 -1.0119779460637802e-06 1.1351957889852807e-06 -1.0865616895278601e-06 -8.8648727039952754e-07 -1.0525987824571025e-08 -2.0723433292149905e-06 1.2548544199550959e-07 1.5219853258670246e-06 1.1357841946946223e-06 -4.2512767533610583e-07 -7.8956134540352321e-07 -6.7168102803001923e-07 1.8531308841021302e-07 1.8269640702328616e-06 -1.3858015021739334e-06 1.6753721673752703e-08
leaf_weight=122 20 23 27 23 30 20 28 20 29 30 28 22 20 27 22 24 22 20 27 22 193 21 32 70 22 23 36 20 24 2074
leaf_count=122 20 23 27 23 30 20 28 20 29 30 28 22 20 27 22 24 22 20 27 22 193 21 32 70 22 23 36 20 24 2074
internal_value=0 1.37311e-08 -1.79401e-07 -5.07563e-07 -1.14291e-06 2.08888e-07 4.45845e-09 8.7403e-09 -4.20289e-07 1.62296e-08 6.91126e-09 6.52555e-10 6.93101e-09 3.63541e-07 -1.87462e-07 -2.32637e-09 5.46802e-09 -4.93622e-09 -4.93644e-07 4.42893e-09 -2.0843e-07 2.85227e-08 1.47429e-08 2.27326e-08 -3.61358e-08 4.0602e-08 6.71745e-09 1.91902e-08 -4.43133e-07 2.32662e-09
internal_weight=0 2899 222 100 53 47 2876 2856 49 2807 2779 2749 2727 69 42 2658 2630 2606 49 2557 260 2297 2276 2256 238 216 2224 2164 60 2144
internal_count=3121 2899 222 100 53 47 2876 2856 49 2807 2779 2749 2727 69 42 2658 2630 2606 49 2557 260 2297 2276 2256 238 216 2224 2164 60 2144
is_linear=0
shrinkage=0.1


Tree=8198
num_leaves=31
num_cat=0
split_feature=156 156 1429 474 155 475 475 156 475 1371 13 475 471 1446 3 1 1446 15 1447 3 1446 1447 480 480 403 1210 1210 3 403 2
split_gain=7.33536e-10 1.01727e-09 8.09042e-10 1.43936e-09 9.57227e-10 9.76355e-10 1.42052e-09 3.48734e-09 3.21452e-09 3.13317e-09 7.9947e-09 1.983e-09 1.02386e-09 9.62962e-10 2.5803e-09 2.64289e-09 1.37211e-09 4.17189e-09 2.54531e-09 1.74359e-08 5.53449e-09 4.89697e-09 2.59628e-09 2.20291e-09 1.07944e-09 2.55193e-09 2.38265e-09 1.13491e-08 1.5627e-09 1.0776e-09
threshold=0.3248100000000001 0.14540500000000003 0.12387000000000002 -0.23025999999999996 0.11562500000000002 -0.10664 -0.086304999999999979 0.087610000000000007 -0.085774999999999976 0.083235000000000017 -0.082574999999999982 -0.085024999999999989 0.093985000000000013 0.091725000000000015 -0.082879999999999995 0.086455000000000018 0.086195000000000008 0.088495000000000018 -0.085709999999999995 -0.085784999999999986 0.037915000000000011 -0.081699999999999981 0.11387000000000001 0.095525000000000013 -0.54856499999999986 -0.051429999999999997 -0.13847499999999999 -0.082284999999999983 -0.5341999999999999 0.087815000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 -8 11 -11 -10 13 16 -15 -16 18 -18 19 -13 -21 -20 23 24 25 -23 27 -26 -28 -30
right_child=-2 -3 -4 4 -6 6 8 -9 9 10 -12 12 -14 14 15 -17 17 -19 21 20 -22 22 -24 -25 26 -27 28 -29 29 -31
leaf_value=7.7484527167825949e-07 -5.6265769118276099e-07 6.6674897375971507e-07 -6.1935211752890093e-07 -5.0068679678061973e-07 -5.6470441807713697e-07 -2.8533220676976312e-08 -1.264639496127984e-06 1.4969642816967364e-06 -8.1417889930435194e-07 2.1329193856445271e-06 -5.6577535609730631e-07 2.9883393467787846e-06 5.9428326721899798e-07 1.0600903958184685e-06 -6.0050131254777229e-07 5.636836265355855e-07 1.6971329265408494e-07 -1.5453395838488612e-06 -1.2302022913569421e-06 7.3861820396814434e-07 -1.493205885850557e-06 -1.3254696409603639e-06 9.900497651380228e-07 -9.8857764610131759e-07 2.5139529986972779e-06 2.3527769909295868e-07 -8.6939317246300832e-07 -6.2896033130999534e-07 7.0126130923096847e-08 -6.588028085119998e-08
leaf_weight=24 23 23 21 38 30 47 20 22 30 23 21 21 29 31 39 39 37 23 33 20 25 20 26 23 20 22 21 27 1085 1258
leaf_count=24 23 23 21 38 30 47 20 22 30 23 21 21 29 31 39 39 37 23 33 20 25 20 26 23 20 22 21 27 1085 1258
internal_value=0 4.17243e-09 -7.83429e-10 3.46999e-09 -2.63991e-09 2.98073e-09 9.44237e-09 4.57857e-07 -1.25263e-09 7.54227e-09 8.44906e-07 -5.48142e-09 3.18629e-09 -3.00209e-09 2.8832e-07 -1.84088e-08 -1.49352e-08 -4.87724e-07 -4.02894e-09 6.09051e-07 -5.01284e-07 -1.99908e-08 -4.02875e-09 -1.44674e-08 -5.33386e-09 -5.07935e-07 3.42154e-09 7.0845e-07 -1.05955e-08 -2.89823e-09
internal_weight=0 3098 3075 3054 3030 3000 2962 69 2893 2873 44 2829 2799 2770 109 78 2661 60 2601 66 45 2535 2502 2476 2453 42 2411 47 2364 2343
internal_count=3121 3098 3075 3054 3030 3000 2962 69 2893 2873 44 2829 2799 2770 109 78 2661 60 2601 66 45 2535 2502 2476 2453 42 2411 47 2364 2343
is_linear=0
shrinkage=0.1


Tree=8199
num_leaves=31
num_cat=0
split_feature=1429 471 11 12 11 155 33 9 9 158 1452 1456 1455 1455 159 1456 482 42 483 12 3 480 1447 43 160 403 133 52 133 1375
split_gain=8.09969e-10 1.43549e-09 1.31241e-09 5.73058e-09 3.1769e-09 2.71257e-09 8.50183e-10 1.37725e-09 1.48718e-09 7.27454e-10 9.29636e-10 1.07345e-09 4.05594e-09 3.7157e-09 2.06541e-09 1.40843e-09 2.2814e-09 1.14865e-09 1.09291e-09 3.37767e-09 3.17293e-09 1.6008e-09 1.14397e-09 5.64587e-09 3.66777e-09 2.63701e-09 1.26317e-09 7.54526e-09 7.3593e-09 9.69115e-09
threshold=0.12521000000000002 -0.085064999999999988 0.090070000000000025 0.10149500000000002 0.099410000000000012 0.13782500000000003 -0.009184999999999997 0.089995000000000006 0.10141500000000002 -0.47382999999999992 -0.073879999999999987 -0.23007499999999997 -0.097209999999999977 -0.089344999999999994 -0.47115499999999993 -0.14418499999999998 0.11117500000000001 0.08623500000000002 0.10143000000000001 0.22926500000000002 -0.065229999999999996 0.10252000000000001 -0.086359999999999978 -0.072269999999999987 -0.090764999999999985 -0.57146499999999989 0.085355000000000014 0.4099850000000001 0.08622500000000001 -0.15308499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 -3 9 -9 -8 -11 17 -13 -14 -15 -16 18 -12 19 22 21 -20 23 24 -17 -24 -27 28 -28 -30
right_child=-2 2 3 4 -6 -7 7 8 -10 10 11 12 13 14 15 16 -18 -19 20 -21 -22 -23 25 -25 -26 26 27 -29 29 -31
leaf_value=-7.4401378137386373e-07 6.3433917404154275e-07 -5.4977661209574901e-07 1.3334272700155232e-06 -1.2440311809855519e-06 3.3887473840366059e-07 -1.1698697167616957e-06 -5.7731206611193064e-07 1.1963231338540936e-06 1.7259332174074624e-08 5.6323535224284327e-07 3.5133005533387929e-08 -1.3673446005668667e-06 1.2902599197869594e-06 -9.3815170526904499e-07 -8.221561572662767e-07 -1.0263771002883006e-06 8.9792963860548165e-07 9.1261314463071575e-07 -3.867288683068182e-07 1.2352436793993218e-06 -1.2049594124815046e-06 8.0326953252551906e-07 -1.1647327107766616e-06 1.7711953348896803e-06 5.6174272017553013e-07 -5.9050658080336331e-08 1.2641551319189957e-06 1.53009981732209e-06 -2.2250954037872363e-06 9.8319201816829846e-09
leaf_weight=26 20 28 37 21 32 20 22 20 23 29 35 22 22 24 21 26 28 26 26 22 29 20 20 21 33 1719 45 35 20 649
leaf_count=26 20 28 37 21 32 20 22 20 23 29 35 22 22 24 21 26 28 26 26 22 29 20 20 21 33 1719 45 35 20 649
internal_value=0 -4.09371e-09 2.16253e-09 3.78402e-07 -2.88314e-07 -9.18137e-09 -1.3521e-09 3.87632e-09 5.65661e-07 -4.47086e-09 -8.2799e-11 -5.82892e-09 -1.49278e-08 -4.1477e-09 -1.45483e-08 -6.38088e-09 -1.94718e-11 4.09141e-07 -9.45383e-09 1.4436e-09 -3.85778e-07 1.30662e-07 -9.12634e-09 3.63085e-07 -1.38107e-07 -2.10946e-08 -1.18268e-08 9.65547e-08 2.62829e-08 -5.69821e-08
internal_weight=0 3101 3075 90 53 2985 2965 2937 43 2894 2872 2843 2782 2760 2738 2714 2693 61 2665 2590 75 46 2568 80 59 2488 2468 749 714 669
internal_count=3121 3101 3075 90 53 2985 2965 2937 43 2894 2872 2843 2782 2760 2738 2714 2693 61 2665 2590 75 46 2568 80 59 2488 2468 749 714 669
is_linear=0
shrinkage=0.1


Tree=8200
num_leaves=31
num_cat=0
split_feature=1446 0 0 12 43 1446 133 0 1446 403 133 1210 3 1208 403 403 1210 401 1209 1209 16 1210 1212 130 43 401 0 1212 133 12
split_gain=6.90071e-10 2.08156e-09 2.97853e-09 2.54539e-09 4.53212e-09 1.0562e-09 3.87665e-09 5.38029e-09 3.47677e-09 2.97342e-09 1.29169e-08 1.95637e-09 9.18977e-09 1.3849e-09 7.44557e-09 1.46958e-09 9.99872e-10 5.45938e-09 1.22414e-09 9.58252e-10 3.71102e-09 1.68749e-09 9.48623e-10 4.95029e-09 7.2051e-09 1.61475e-09 4.31953e-09 1.48154e-09 5.49531e-09 2.7899e-09
threshold=0.091725000000000015 -0.082619999999999985 -0.090644999999999989 0.089300000000000004 -0.065269999999999981 0.085345000000000018 -0.0084449999999999994 -0.085034999999999986 0.083715000000000026 -0.54856499999999986 0.40431 -0.13847499999999999 -0.082284999999999983 0.11846000000000001 -0.53255499999999989 -0.52445499999999989 1.0000000180025095e-35 1.0000000180025095e-35 -0.069599999999999981 0.088060000000000013 -0.078844999999999985 -0.081369999999999984 0.0025400000000000002 0.08610000000000001 -0.071629999999999985 -0.099524999999999988 -0.073574999999999988 0.13631000000000001 -0.0023199999999999996 0.089210000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 8 -7 -8 9 10 -1 12 -11 14 -13 -16 18 -18 -17 21 -21 -20 25 24 -24 26 -23 28 29 -26
right_child=1 3 -4 4 -6 6 7 -9 -10 11 -12 13 -14 -15 15 16 17 -19 19 20 -22 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-2.7198834863995103e-06 1.0868638175833763e-07 -8.4008627421271431e-07 1.6739602801862931e-06 -5.3126593848254249e-07 1.4438985025273205e-06 5.1351408956179514e-07 -1.769960800051725e-06 1.2393904206930985e-07 9.3881804402301975e-07 2.2657074123344501e-06 6.6042204025507092e-07 -1.8480724267274955e-06 -5.6245525212472317e-07 7.9938460463121644e-07 8.1299973854501413e-07 5.5641339305368142e-07 -1.552300563676197e-06 6.5114579683722695e-07 -8.0364126275795831e-07 1.0747682672311331e-06 -5.1230257681184484e-07 4.403008017561661e-07 1.8706464816529791e-06 -9.5344664927665692e-07 2.0588499221534877e-07 -1.595110948915265e-08 -1.5691315950235825e-06 -6.139174617018121e-07 1.3945708047913286e-06 -1.0026372723796857e-06
leaf_weight=20 31 29 20 26 21 34 30 30 39 20 26 22 27 21 22 39 23 22 27 34 26 20 28 32 72 2276 23 23 32 26
leaf_count=20 31 29 20 26 21 34 30 30 39 20 26 22 27 21 22 39 23 22 27 34 26 20 28 32 72 2276 23 23 32 26
internal_value=0 2.28307e-07 7.22519e-07 -1.03336e-07 3.51254e-07 -9.68734e-09 -3.39587e-07 -8.23011e-07 1.00596e-09 -1.17779e-08 -8.09276e-07 1.25402e-09 6.41018e-07 -9.60902e-09 -1.57935e-08 -1.00083e-09 -7.62607e-09 -4.7506e-07 2.87603e-10 -7.99377e-09 3.87038e-07 -1.72559e-08 -8.87031e-09 1.93094e-07 3.95798e-07 -2.74208e-08 -6.34512e-07 1.25891e-07 2.5678e-07 -1.14743e-07
internal_weight=0 127 51 76 47 2994 94 60 2900 2861 46 2815 47 2768 2747 2725 2703 45 2658 2619 60 2559 2532 213 181 2319 43 153 130 98
internal_count=3121 127 51 76 47 2994 94 60 2900 2861 46 2815 47 2768 2747 2725 2703 45 2658 2619 60 2559 2532 213 181 2319 43 153 130 98
is_linear=0
shrinkage=0.1


Tree=8201
num_leaves=31
num_cat=0
split_feature=12 130 1429 1420 1429 154 474 471 156 156 156 12 155 1 157 2 13 156 157 16 156 1371 1374 156 156 45 11 9 8 9
split_gain=6.62204e-10 1.33634e-09 6.64874e-10 1.42178e-09 1.28157e-09 1.27233e-09 3.87649e-09 1.29873e-09 1.2775e-09 4.01259e-09 3.35263e-09 2.91065e-09 6.14398e-09 5.13528e-09 7.18875e-09 4.20026e-09 4.06486e-09 1.55864e-09 6.6977e-09 6.99083e-09 2.9906e-09 3.0374e-09 4.76666e-09 2.03109e-09 1.59447e-09 1.13991e-09 4.57019e-09 1.56864e-09 3.28696e-09 3.04478e-09
threshold=0.23631000000000002 -0.22461999999999996 0.12521000000000002 -0.086589999999999986 0.11475 0.084190000000000001 -0.25711499999999993 0.094575000000000006 0.09747500000000002 0.092385000000000009 0.091155000000000014 0.092355000000000007 0.10022500000000002 0.10672000000000002 0.019925000000000002 0.093680000000000013 -0.069964999999999986 0.08759500000000002 -0.086284999999999987 -0.008069999999999999 0.087205000000000019 0.084775000000000017 0.087855000000000016 0.086340000000000014 0.083635000000000015 0.094030000000000016 -1.0000000180025095e-35 0.091600000000000015 0.097795000000000007 0.085555000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 9 10 17 12 15 14 -13 -10 -17 20 -19 -20 21 22 23 24 25 26 -8 29 -29 -28
right_child=-2 2 -4 4 -6 -7 7 -9 11 -11 -12 13 -14 -15 -16 16 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=7.0441315747976429e-07 -5.3459933378294606e-07 -8.2594755916770304e-07 5.7250041422207684e-07 -1.3341841281544477e-06 7.1274492415795977e-07 7.6944439743307334e-07 1.5014038797289688e-06 -7.6731569203564675e-07 1.1939942423850881e-06 -1.1440617396924463e-06 1.2295752975949819e-06 -2.1959209637619399e-06 1.9084911792156668e-06 9.7269255729770521e-07 2.164357810367316e-07 -1.4933372995074024e-06 3.7325429177924107e-07 -1.6102888513424044e-06 1.5689837008049719e-06 -6.511302759721534e-07 1.2223839235048219e-06 -1.0805641308637019e-06 1.1325684538006327e-06 -9.9008375779400625e-07 6.9884866318314928e-07 -6.2425131841810839e-07 -1.6303839702925081e-08 -1.4692781188717742e-06 2.7980436514207258e-07 1.1931359451756136e-06
leaf_weight=27 23 21 20 22 25 21 20 22 25 31 22 21 27 25 30 20 28 31 23 37 20 26 37 21 32 30 2370 22 21 21
leaf_count=27 23 21 20 22 25 21 20 22 25 31 22 21 27 25 30 20 28 31 23 37 20 26 37 21 32 30 2370 22 21 21
internal_value=0 3.96574e-09 -2.19254e-09 -5.95978e-09 -2.767e-10 -6.20866e-09 -1.16673e-08 -1.84446e-09 3.88355e-09 -1.27503e-08 8.19667e-11 2.65111e-07 6.19635e-07 -2.01368e-07 -7.76888e-07 1.42935e-07 -4.04492e-07 -9.89548e-09 -4.16749e-07 1.99913e-07 4.23569e-09 -5.13468e-09 5.72824e-09 -1.07058e-08 -2.53131e-09 -1.15668e-08 -4.07677e-09 -1.64472e-08 -6.15075e-07 -5.68141e-09
internal_weight=0 3098 3071 3051 3030 3005 2984 2962 2940 2764 2733 176 100 76 51 73 48 2711 91 60 2620 2600 2574 2537 2516 2484 2454 2434 43 2391
internal_count=3121 3098 3071 3051 3030 3005 2984 2962 2940 2764 2733 176 100 76 51 73 48 2711 91 60 2620 2600 2574 2537 2516 2484 2454 2434 43 2391
is_linear=0
shrinkage=0.1


Tree=8202
num_leaves=31
num_cat=0
split_feature=130 12 1211 50 1 16 3 1186 393 1213 1213 1211 1200 128 128 401 133 1210 133 133 403 1208 1213 402 1209 1213 1213 13 1212 12
split_gain=7.7837e-10 1.60821e-09 6.62306e-10 3.97214e-09 2.56508e-09 1.62758e-09 3.86989e-09 1.21721e-09 1.2212e-09 1.02786e-09 1.67613e-09 1.00836e-09 9.7839e-10 1.47876e-09 2.31742e-09 2.07532e-09 2.90676e-09 1.43546e-09 1.56678e-09 3.20388e-09 3.09535e-09 2.70446e-09 1.02159e-09 7.33116e-09 6.9694e-09 5.32737e-09 6.84827e-09 1.58344e-08 1.11892e-08 2.90614e-09
threshold=-0.23647499999999996 0.23631000000000002 0.087635000000000005 0.096900000000000014 0.088135000000000005 -0.087659999999999988 -0.082334999999999978 -0.095479999999999982 0.10389500000000002 0.23509000000000002 0.12439000000000001 0.11986000000000001 0.090100000000000013 0.11170500000000001 0.11976500000000002 -0.13200999999999999 0.51114000000000004 0.24726500000000004 0.41553500000000004 0.40431 -0.54856499999999986 0.098500000000000018 -0.090764999999999985 -0.0044849999999999985 -0.087714999999999987 -0.088064999999999991 -0.085284999999999986 -0.085384999999999975 -0.089079999999999979 0.095330000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 6 -4 -2 9 10 12 -7 13 15 -15 -9 17 18 19 20 -17 22 23 -22 -24 -26 27 -27 -28 -25
right_child=1 -3 3 -5 -6 11 -8 8 -10 -11 -12 -13 -14 14 -16 16 -18 -19 -20 -21 21 -23 24 29 25 26 28 -29 -30 -31
leaf_value=-6.2184190653624681e-07 -6.463078866640142e-07 8.5596457986205442e-07 -3.0204488493403742e-07 1.2322009149556835e-06 -1.0299317561064795e-06 1.2541117014115189e-07 1.6415977825090523e-06 8.4532508870844537e-07 5.0509348047062707e-07 -7.1132145378561255e-07 9.0310010818939186e-07 -7.5182096679782264e-07 5.8346089038726252e-07 -1.3608291456399629e-06 -1.7035022486225265e-08 -1.0498041144375812e-06 -1.0933331561773229e-06 8.1350025365758311e-07 -8.9828724270546445e-07 9.5460639198897887e-07 -2.0056899031606873e-06 1.1474602484895514e-06 1.8094748882157592e-06 2.2105531654216186e-07 -1.6454972330848252e-06 3.2804370766825745e-06 -2.3839513741563678e-06 -6.9880366151409143e-07 -8.4165330346523332e-09 -1.093188425045355e-06
leaf_weight=20 30 22 21 30 22 38 20 28 46 21 20 20 27 21 33 29 25 21 20 34 21 20 21 106 20 20 20 20 2305 20
leaf_count=20 30 22 21 30 22 38 20 28 46 21 20 20 27 21 33 29 25 21 20 34 21 20 21 106 20 20 20 20 2305 20
internal_value=0 4.01366e-09 -2.07368e-09 2.02157e-07 -5.32255e-08 1.6382e-07 6.46073e-07 -1.26061e-08 -6.04602e-09 -1.42902e-08 -9.11972e-09 -1.77083e-07 -1.56101e-08 -2.142e-08 -5.39622e-07 -1.11699e-08 -2.00455e-08 -1.00223e-08 -1.65335e-08 -9.84345e-09 -2.24458e-08 -1.08665e-08 -1.99408e-08 -2.7586e-07 -4.30484e-09 -2.02752e-08 -6.53128e-09 1.29082e-06 -2.88512e-08 1.24452e-08
internal_weight=0 3101 3079 151 121 99 41 2928 2898 2852 2831 58 2811 2784 54 2730 2702 2677 2656 2636 2602 2573 2553 147 2406 2385 2365 40 2325 126
internal_count=3121 3101 3079 151 121 99 41 2928 2898 2852 2831 58 2811 2784 54 2730 2702 2677 2656 2636 2602 2573 2553 147 2406 2385 2365 40 2325 126
is_linear=0
shrinkage=0.1


Tree=8203
num_leaves=31
num_cat=0
split_feature=1208 1208 16 402 1210 1210 1209 0 132 1203 1185 50 131 400 1204 1210 1213 13 0 16 133 1213 402 402 43 133 402 1209 1212 12
split_gain=7.70807e-10 1.09204e-09 1.73197e-09 8.4844e-10 1.56992e-09 1.34972e-09 7.99747e-10 2.04522e-09 8.1199e-10 2.07326e-08 1.35262e-08 3.75219e-09 1.36953e-09 1.70539e-09 9.89448e-10 1.10365e-09 1.35466e-09 4.25576e-09 8.60091e-09 5.19973e-09 1.46835e-09 1.1989e-09 1.25235e-09 8.39959e-10 5.77208e-09 1.80297e-09 1.20777e-09 1.32306e-09 1.00318e-09 5.36178e-09
threshold=0.12461500000000002 0.10233500000000001 -0.079504999999999978 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 0.087485000000000021 -0.083389999999999978 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.097510000000000013 -0.076979999999999979 0.10782000000000001 -0.078604999999999994 -0.079504999999999978 0.093235000000000026 -0.087404999999999997 -0.086729999999999988 -0.067914999999999989 -0.0054649999999999985 0.057595000000000007 0.087360000000000007 -0.45015499999999992 0.055925000000000009 0.50628500000000021 -0.025879999999999997 -0.067109999999999989 -0.064959999999999976 0.094070000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 8 -8 9 11 -10 12 -7 -14 -12 -16 21 -18 -19 20 -20 23 -23 24 -17 26 -25 -28 29 -29
right_child=-2 2 -4 -5 5 6 7 -9 10 -11 14 -13 13 -15 15 16 17 18 19 -21 -22 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=8.6406854019774718e-07 -6.1882194700046968e-07 1.1826535910586244e-06 -1.176288638557058e-07 -5.2338102485068263e-07 -7.8397038045998437e-07 7.4797252202849708e-07 1.1908565278417884e-06 -5.6615067478560385e-09 -2.489908718478711e-06 3.2452376444780388e-06 4.1957423625469593e-07 -1.4366244295160869e-06 7.2709770268998321e-08 -7.8465897653084797e-07 -6.5727594591617871e-07 -1.6635255121855153e-06 -7.6383018610980662e-07 2.5047783645959499e-06 1.6259915753380485e-07 -1.2063126280281724e-06 1.3743557747147863e-06 -9.6191802775272802e-07 8.2116253743436116e-08 -6.2107920548726272e-07 7.3899035442082099e-07 7.0215228815426499e-07 7.0683582709289813e-07 1.2381846972700794e-07 1.7676669518381796e-09 -1.7749534518429754e-06
leaf_weight=21 20 20 21 31 22 22 20 50 22 20 55 20 116 29 26 20 26 20 20 20 20 27 20 32 20 36 26 58 2241 20
leaf_count=21 20 20 21 31 22 22 20 50 22 20 55 20 116 29 26 20 26 20 20 20 20 27 20 32 20 36 26 58 2241 20
internal_value=0 3.98568e-09 5.16655e-07 -2.88342e-09 2.44356e-09 -3.57178e-09 2.17798e-09 3.36201e-07 -5.8404e-09 1.85057e-07 -2.04273e-08 -1.42235e-07 1.27821e-08 -9.8764e-08 -2.08227e-10 -8.98028e-09 -2.51225e-09 3.4763e-07 7.08855e-07 1.10214e-07 7.68477e-07 -1.73583e-08 -5.17648e-07 -7.77264e-09 -4.62268e-07 -2.38532e-10 -1.08763e-08 -2.54948e-09 -1.05029e-08 -3.63046e-07
internal_weight=0 3101 41 3060 3029 3008 2986 70 2916 207 2709 187 167 145 2687 2632 2606 106 80 60 40 2500 47 2453 40 2413 2377 2345 2319 78
internal_count=3121 3101 41 3060 3029 3008 2986 70 2916 207 2709 187 167 145 2687 2632 2606 106 80 60 40 2500 47 2453 40 2413 2377 2345 2319 78
is_linear=0
shrinkage=0.1


Tree=8204
num_leaves=31
num_cat=0
split_feature=12 130 132 394 1203 12 51 1213 42 12 1186 391 129 128 4 13 4 471 157 474 1 46 31 34 10 4 15 34 9 2
split_gain=7.27899e-10 1.27696e-09 6.56471e-10 3.36218e-09 2.55778e-09 7.19729e-10 1.08346e-09 7.50012e-10 1.34968e-09 1.04016e-09 6.75768e-10 1.74719e-09 1.33556e-09 1.16916e-09 7.35518e-10 3.01804e-09 1.5146e-09 4.63649e-09 2.09597e-09 1.88448e-09 1.34416e-09 7.7615e-10 1.26051e-09 1.67693e-09 1.52896e-09 1.45012e-08 1.43711e-08 2.94609e-09 1.61802e-09 3.81202e-09
threshold=0.23631000000000002 -0.22461999999999996 -0.083174999999999985 0.10969000000000002 0.089005000000000015 0.11418000000000002 -1.0000000180025095e-35 0.05211000000000001 -0.015274999999999999 0.10016000000000001 0.090275000000000008 -0.085594999999999991 -0.04689999999999999 0.11976500000000002 -0.50940999999999981 -0.053889999999999993 -0.50052499999999989 -0.085064999999999988 -0.00078499999999999989 -0.26322499999999993 0.084885000000000002 0.084955000000000017 -0.08539999999999999 -0.08786999999999999 -0.011559999999999999 0.053180000000000012 -0.26481999999999994 -0.057544999999999992 0.088235000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 10 5 6 -3 9 -9 -8 11 -4 -13 14 15 -14 18 -18 -16 -19 -17 22 -21 -24 25 -25 -27 -26 29 -29
right_child=-2 2 3 -5 -6 -7 7 8 -10 -11 -12 12 13 -15 16 20 17 19 -20 21 -22 -23 23 24 27 26 -28 28 -30 -31
leaf_value=6.8887063851737671e-07 -5.6048743811951014e-07 7.4210020216014529e-07 -9.1193942786222119e-07 1.3030569488137189e-06 -1.0796892662294037e-06 -4.2541922462500899e-07 -3.3803589422570272e-08 8.0256543846246595e-07 -2.3737447814544168e-07 -8.5701666421300624e-07 4.6624140456089901e-07 7.7969522723461454e-07 -1.3367472221370053e-06 7.5924235545699056e-07 1.1007131896458933e-06 5.6214703962252448e-07 -1.5264627359101722e-06 9.6892386636682193e-07 -1.7758372624390848e-07 -7.8417299093979683e-07 -3.8659391545792235e-07 4.2079542346246377e-07 8.2570163731550876e-07 -1.8956953775196361e-06 1.1264536337678336e-06 -9.0015356837956573e-07 2.7650718271843292e-06 1.119856059593379e-06 -6.4958562973060907e-07 -1.4703585819694099e-08
leaf_weight=27 23 20 21 20 27 39 66 24 26 20 31 22 21 20 29 28 20 20 23 21 32 42 24 37 23 23 20 30 39 2303
leaf_count=27 23 20 21 20 27 39 66 24 26 20 31 22 21 20 29 28 20 20 23 21 32 42 24 37 23 23 20 30 39 2303
internal_value=0 4.16064e-09 -1.85928e-09 1.10469e-08 -1.67489e-07 -4.1184e-08 5.48748e-08 -4.61878e-08 2.61797e-07 -2.25248e-07 1.91287e-09 -3.23159e-09 3.64017e-09 -2.557e-09 -8.12775e-09 -3.0497e-07 9.31871e-10 -9.74753e-09 5.35313e-07 2.00085e-09 5.61519e-08 -5.54734e-09 -1.26531e-08 -6.16969e-09 -1.42363e-08 -4.44285e-07 8.04602e-07 1.28567e-10 -1.07928e-08 -1.14306e-10
internal_weight=0 3098 3071 2849 222 195 156 136 50 86 2829 2798 2777 2755 2735 81 2654 2602 52 2582 60 2562 2520 2499 2475 80 43 2395 2372 2333
internal_count=3121 3098 3071 2849 222 195 156 136 50 86 2829 2798 2777 2755 2735 81 2654 2602 52 2582 60 2562 2520 2499 2475 80 43 2395 2372 2333
is_linear=0
shrinkage=0.1


Tree=8205
num_leaves=31
num_cat=0
split_feature=130 10 0 1 1132 10 16 1 10 97 34 3 3 3 43 1 2 3 43 1 1 150 1 475 160 2 1 15 0 3
split_gain=7.72162e-10 1.5864e-09 2.74907e-09 1.33758e-09 9.79183e-10 8.52462e-10 2.82207e-08 1.14125e-08 3.19512e-09 1.09805e-09 3.78818e-09 1.23419e-09 1.08035e-08 3.66299e-09 2.22377e-08 2.59241e-09 1.18456e-08 9.45015e-09 1.66164e-08 4.42599e-09 5.1678e-09 4.39146e-09 4.3819e-09 4.99038e-09 4.11209e-09 3.45997e-09 7.68201e-09 4.84861e-09 1.47081e-09 5.2007e-09
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 0.16540500000000002 -1.0000000180025095e-35 -0.013164999999999998 -0.056919999999999991 0.11249000000000002 -0.0091199999999999979 -0.079444999999999988 -0.057544999999999992 -0.013929999999999998 -0.011549999999999998 -0.045649999999999989 -0.029804999999999995 0.094220000000000012 0.083215000000000011 1.0000000180025095e-35 -0.077824999999999991 0.10205500000000002 0.10708500000000001 0.087000000000000008 0.085605000000000014 -0.024084999999999999 -0.046074999999999991 0.11411 0.11323000000000001 -0.089024999999999979 -0.11173999999999999 -0.088084999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 -6 -7 -10 -11 13 -13 28 -15 16 -14 18 -17 -19 -21 22 24 -24 -18 27 -27 -22 29 -12
right_child=1 3 -4 -5 5 8 -8 -9 9 10 11 12 15 14 -16 17 21 19 -20 20 25 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-6.1936050201438773e-07 -1.7720540307934807e-07 -6.9605984464260474e-07 1.460968015862818e-06 -7.8121502181974472e-07 -2.8984113637875453e-06 -1.1274519529251849e-06 3.2497157076508388e-06 4.7982599653551012e-07 -6.3910913170253445e-07 1.2919362444316233e-06 9.4546255638214501e-08 2.4201675955737302e-06 2.642950204716499e-06 1.5993879022141295e-07 -3.5982463606387685e-06 1.8374975176982389e-07 -9.9985956354409215e-07 -9.0204257937306188e-07 -3.6191995725509688e-06 1.3823031823838912e-06 -2.2661696350261426e-07 -1.0979030841335098e-06 1.2932719499758606e-08 2.195486229180946e-06 3.3905531531785035e-07 -1.9684418966275663e-06 1.0350822501850944e-07 1.5722725852502927e-06 1.9331632203584745e-08 -1.1638442457477065e-06
leaf_weight=20 21 20 20 22 20 25 22 20 26 23 104 20 20 74 20 27 32 38 20 35 29 27 20 22 81 21 121 31 2092 48
leaf_count=20 21 20 20 22 20 25 22 20 26 23 104 20 20 74 20 27 32 38 20 35 29 27 20 22 81 21 121 31 2092 48
internal_value=0 3.99435e-09 6.21904e-07 -4.28483e-09 1.3414e-09 5.96301e-09 3.72936e-07 -1.20929e-06 -1.73399e-09 7.86783e-09 1.36583e-08 3.45695e-09 1.39122e-07 -2.81092e-08 -6.39675e-07 5.20591e-08 3.32886e-07 -1.24112e-07 -1.43453e-06 9.98501e-08 2.60491e-07 7.90327e-08 2.84047e-07 1.15618e-06 -4.01064e-08 6.61177e-08 -2.02907e-07 7.02809e-07 -2.49106e-09 -3.0284e-07
internal_weight=0 3101 41 3060 3038 3018 62 40 2956 2931 2905 2882 544 2338 94 524 202 322 47 275 237 182 155 42 113 202 142 60 2244 152
internal_count=3121 3101 41 3060 3038 3018 62 40 2956 2931 2905 2882 544 2338 94 524 202 322 47 275 237 182 155 42 113 202 142 60 2244 152
is_linear=0
shrinkage=0.1


Tree=8206
num_leaves=31
num_cat=0
split_feature=132 1186 1185 52 131 3 15 2 1203 33 34 9 9 34 44 44 11 1 1 9 2 52 48 15 4 13 401 13 13 13
split_gain=7.89021e-10 1.96371e-08 1.13126e-08 1.88336e-09 9.85585e-10 9.03988e-10 2.51131e-09 1.32043e-09 8.1647e-10 7.26682e-10 1.17158e-09 1.19997e-09 1.69073e-09 1.13025e-09 8.49922e-10 2.71012e-09 7.53543e-10 7.65871e-10 1.57714e-09 1.32149e-09 1.2071e-09 1.48109e-09 1.05148e-09 1.14412e-09 1.50184e-09 9.99804e-10 9.0032e-10 8.92154e-10 1.87977e-09 2.29266e-09
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 -0.076979999999999979 -0.080104999999999996 0.084905000000000022 0.10188000000000001 0.084375000000000019 -0.009184999999999997 -0.11726499999999999 0.088235000000000022 0.10750500000000002 -0.085114999999999982 0.099360000000000018 1.0000000180025095e-35 -1.0000000180025095e-35 0.13534000000000004 0.13756000000000004 -1.0000000180025095e-35 0.14838000000000004 -1.0000000180025095e-35 0.095205000000000012 -0.047714999999999987 0.50822500000000004 -0.53104499999999988 0.13699500000000003 -0.42195999999999995 -0.40078499999999995 -0.16152999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 8 -7 -6 -4 -11 13 -13 -12 15 16 -15 19 -19 -18 25 -22 23 24 -20 -21 27 -27 -29 -30
right_child=2 -3 9 -5 5 7 -8 -9 -10 10 11 12 -14 14 -16 -17 17 18 22 20 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=5.462578209753028e-07 -2.2728166486145215e-06 3.0166289506765183e-06 -4.7810784121426671e-07 -8.9303538694756358e-07 -3.1937275845226205e-07 6.4898223565516377e-07 -1.2308220964934499e-06 -3.9999803789214641e-07 3.6619812853189161e-07 -7.5399554710031681e-07 6.3765435263413953e-07 1.0114015570447269e-06 -1.9242450633782936e-07 -6.0037775142518521e-07 -5.1327221219921169e-07 1.1367373302629772e-06 6.4157584691918498e-07 -1.0089131023960363e-06 9.1366320556692442e-07 6.9905888722132659e-07 1.0347966517656461e-06 -6.5003574907980999e-08 -7.2860710531585937e-07 -5.610402002362424e-07 -9.1749882431148035e-08 -5.6629673973621469e-07 -6.4769577544542369e-07 9.4342190095630949e-07 -1.0730165784167412e-06 2.179051700360082e-09
leaf_weight=27 22 22 31 28 38 30 22 20 32 20 28 28 20 21 32 21 33 22 24 20 25 24 20 21 39 28 22 21 20 2360
leaf_count=27 22 22 31 28 38 30 22 20 32 20 28 28 20 21 32 21 33 22 24 20 25 24 20 21 39 28 22 21 20 2360
internal_value=0 1.83029e-07 -1.3814e-08 -1.33413e-07 -7.55884e-09 -1.12862e-07 -2.98869e-07 2.2939e-07 -5.96892e-09 3.44227e-09 8.68202e-09 1.40739e-08 5.09807e-07 5.51753e-09 -9.11761e-10 5.11379e-09 -3.68772e-09 9.89579e-10 -2.39686e-07 1.28678e-08 4.63472e-09 4.96119e-07 -7.69646e-08 7.81884e-08 2.91265e-07 -5.11143e-09 -1.08574e-08 -5.08943e-09 1.45526e-09 -6.85621e-09
internal_weight=0 219 2902 197 169 142 92 50 70 2880 2849 2829 48 2781 2753 2721 2700 2679 126 2553 2520 49 104 84 63 2471 2451 2429 2401 2380
internal_count=3121 219 2902 197 169 142 92 50 70 2880 2849 2829 48 2781 2753 2721 2700 2679 126 2553 2520 49 104 84 63 2471 2451 2429 2401 2380
is_linear=0
shrinkage=0.1


Tree=8207
num_leaves=31
num_cat=0
split_feature=12 4 13 52 159 13 51 15 9 33 2 13 13 42 42 41 13 0 10 2 52 52 1210 2 2 481 2 483 42 42
split_gain=6.91362e-10 1.19564e-09 6.89517e-10 1.90071e-09 2.62899e-09 1.59153e-09 4.9807e-09 1.46483e-09 1.28038e-09 2.56873e-09 1.15472e-09 1.35816e-09 3.94114e-09 2.4746e-09 3.84143e-09 2.94485e-09 1.93099e-09 2.62002e-09 1.09452e-09 2.89063e-09 1.07919e-09 9.32683e-09 3.40292e-09 3.27278e-09 2.22523e-08 9.3389e-09 7.12309e-09 3.41517e-09 3.9855e-09 4.32663e-09
threshold=0.23631000000000002 0.63113500000000011 -0.41572999999999993 0.039215000000000007 0.085545000000000024 -0.17933499999999997 0.081440000000000026 -0.087894999999999987 0.092235000000000011 -0.0066799999999999993 0.25063000000000007 -0.097224999999999992 -0.099939999999999987 0.091465000000000005 0.10077000000000001 0.075585000000000013 -0.093839999999999993 -0.08824499999999999 -0.084119999999999986 -0.045829999999999989 0.096795000000000006 0.10160000000000001 -0.05860499999999999 0.092875000000000013 0.094400000000000026 -0.085749999999999979 0.089725000000000013 -0.021199999999999997 0.096235000000000015 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -4 -1 9 -7 11 12 13 15 -15 -11 17 -13 -18 -20 -21 -22 -23 25 -25 -24 27 -27 29 -29
right_child=-2 -3 5 -5 -6 8 -8 -9 -10 10 -12 16 -14 14 -16 -17 18 -19 19 20 21 22 23 24 -26 26 -28 28 -30 -31
leaf_value=7.2406381377732039e-08 -5.4623913644283437e-07 6.5455827318317012e-07 1.7598797577582965e-07 1.1290577970157756e-06 7.4667349868069588e-07 9.7802034259883735e-07 -1.8022458425548395e-06 -1.0604956054564918e-06 -5.7706927625651206e-07 1.1096421939815149e-06 -6.4099755953910589e-07 -1.2044008309614232e-06 1.5310018064631301e-06 -1.1647972254624415e-06 4.0947867658345668e-07 -1.5202835424428783e-07 7.1875147655408095e-07 2.0425403887281354e-07 -1.0166601746115183e-06 3.761137963266979e-08 -2.0082692699361363e-06 1.0422326401534779e-06 -1.9769500743718121e-06 3.3589243608389552e-06 -1.2631590484457406e-07 -9.1599325651259288e-07 -1.4502020679752935e-06 4.0406185416694155e-07 1.4970068100410573e-06 -1.1570066251661873e-06
leaf_weight=25 23 28 35 20 31 27 20 21 38 37 28 31 22 31 31 37 21 23 28 2045 25 28 31 20 218 25 33 92 25 22
leaf_count=25 23 28 35 20 31 27 20 21 38 37 28 31 22 31 31 37 21 23 28 2045 25 28 31 20 218 25 33 92 25 22
internal_value=0 4.05523e-09 -1.8777e-09 2.60493e-07 3.48913e-08 -1.04381e-08 -5.4337e-07 -4.44788e-07 -3.93073e-10 7.21585e-09 -1.97158e-09 4.36213e-09 2.89233e-07 8.83591e-08 -3.77659e-07 4.78807e-07 -1.25144e-08 -6.04418e-07 -2.82154e-10 -6.10766e-09 4.92802e-09 -1.23853e-07 -2.84881e-08 -9.28232e-08 1.66561e-07 -3.63584e-07 -1.09704e-07 1.6003e-07 3.53559e-07 1.02803e-07
internal_weight=0 3098 3070 97 77 2973 55 46 2918 2880 2853 2825 158 136 62 74 2667 54 2613 2592 2564 519 494 466 238 228 197 164 139 114
internal_count=3121 3098 3070 97 77 2973 55 46 2918 2880 2853 2825 158 136 62 74 2667 54 2613 2592 2564 519 494 466 238 228 197 164 139 114
is_linear=0
shrinkage=0.1


Tree=8208
num_leaves=31
num_cat=0
split_feature=33 47 47 47 1453 51 132 1203 394 2 132 399 130 39 148 447 16 13 147 457 16 150 16 16 1371 150 16 3 52 16
split_gain=7.88968e-10 9.20481e-10 9.31871e-09 6.04605e-09 1.73616e-09 1.73109e-09 9.77573e-10 2.27915e-08 1.05144e-08 2.60099e-09 1.11634e-09 1.71643e-09 9.20705e-10 1.40428e-09 1.05623e-09 2.09804e-09 1.12022e-09 2.97319e-09 2.31059e-09 1.10547e-09 3.13127e-09 5.78954e-09 1.36407e-09 7.27794e-09 5.81497e-09 4.71009e-09 2.49133e-09 2.2045e-09 2.95943e-09 5.73225e-09
threshold=-0.009184999999999997 0.094160000000000008 0.096475000000000019 0.090100000000000013 -1.0000000180025095e-35 -0.41904999999999998 -0.083284999999999984 0.089165000000000008 0.12358500000000001 0.083385000000000015 -0.41094499999999995 0.085965000000000014 -0.22699999999999995 0.12768500000000002 -0.10069499999999999 0.094580000000000011 -0.54656499999999986 -0.029529999999999997 0.091385000000000008 0.09228500000000002 -0.010264999999999998 0.10980500000000001 -0.0094449999999999968 -0.0087049999999999992 0.083235000000000017 0.10335500000000002 -0.007794999999999999 -0.16726499999999997 -0.080979999999999983 -0.087484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 -4 -6 7 9 12 -2 -11 -12 -8 14 -14 16 17 -16 19 22 21 -21 24 -24 27 26 -25 -18 29 -29
right_child=1 2 4 -5 5 -7 8 -9 -10 10 11 -13 13 -15 15 -17 18 -19 -20 20 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=-5.0197349918885121e-07 -1.2213239170932866e-06 2.2017999472587865e-06 9.229010283462458e-07 -1.2832837578694248e-06 -9.147222713289965e-07 2.9292732199030217e-08 -6.3879625145091268e-07 3.4166790811696049e-06 -2.2966532090151758e-06 4.8728954571483234e-07 -8.9139756573786142e-07 4.1947141181341774e-08 6.4967404296112359e-07 7.151709063180079e-07 2.786191343008026e-07 -8.8025849962563111e-07 8.2884280070147441e-07 -1.2648706463854372e-06 8.600279166159908e-07 1.0401021183952252e-06 1.3244355885788652e-06 -1.0717905271443822e-06 -1.8637307695588907e-06 -1.154485029401671e-06 1.4060214359614617e-06 1.2145669842311691e-06 -7.5098557474435446e-08 1.6044822469859466e-06 -3.9264382304124463e-08 -1.8080183661339789e-08
leaf_weight=31 20 21 20 37 21 259 22 20 20 35 25 93 25 28 26 27 33 24 32 25 24 27 23 22 31 28 763 33 1262 64
leaf_count=31 20 21 20 37 21 259 22 20 20 35 25 93 25 28 26 27 33 24 32 25 24 27 23 22 31 28 763 33 1262 64
internal_value=0 5.03657e-09 1.65338e-07 -1.35466e-08 2.27856e-08 -4.15084e-08 3.64972e-09 2.20613e-07 -1.28426e-08 -1.48874e-07 -8.68445e-09 -1.55795e-07 5.29008e-09 1.09648e-08 2.97871e-09 -3.63642e-09 6.15621e-09 -4.62256e-07 1.60509e-08 4.48457e-09 3.79614e-07 -5.64575e-08 -8.13599e-09 -1.09518e-07 5.14249e-08 -5.98905e-08 -1.05349e-07 2.12579e-08 1.64763e-09 5.33926e-07
internal_weight=0 3090 321 2769 300 280 2732 193 2539 173 153 118 2519 2497 2469 2444 2417 50 2367 2335 76 52 2259 836 1423 813 785 1392 1359 97
internal_count=3121 3090 321 2769 300 280 2732 193 2539 173 153 118 2519 2497 2469 2444 2417 50 2367 2335 76 52 2259 836 1423 813 785 1392 1359 97
is_linear=0
shrinkage=0.1


Tree=8209
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1429 33 47 47 47 1453 158 15 12 3 42 0 4 160 0 1213 0 15 4 0 1212 4 2 12 456
split_gain=6.80863e-10 4.70566e-09 3.84437e-09 6.60193e-10 2.23845e-09 8.81166e-10 6.49504e-10 1.13582e-09 5.74643e-09 4.83307e-09 1.27645e-09 1.72236e-09 9.72409e-10 1.42331e-09 1.45419e-09 1.13538e-09 1.00785e-09 1.7962e-09 1.54484e-09 8.04304e-10 5.80276e-09 1.94911e-08 3.6792e-08 1.05765e-08 4.31572e-09 9.89997e-09 1.2473e-08 7.86463e-09 3.60392e-09 2.19813e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.090100000000000013 -1.0000000180025095e-35 0.065940000000000012 -0.11713499999999999 0.089005000000000015 -0.042499999999999989 0.090545000000000014 -0.18113999999999997 0.08184000000000001 -0.081069999999999989 -0.086729999999999988 0.04198000000000001 -0.087974999999999984 0.08517000000000001 -0.079329999999999984 -0.085544999999999982 0.086920000000000011 -0.081984999999999988 0.087015000000000023 0.087285000000000015 0.087635000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -7 9 -9 19 -10 12 16 14 -14 -15 -12 18 -18 20 21 -8 28 -22 25 26 -21 -28 -23 -26
right_child=1 3 -4 4 -6 6 7 8 10 -11 11 -13 13 15 -16 -17 17 -19 -20 24 23 22 -24 -25 29 -27 27 -29 -30 -31
leaf_value=-1.0691299527703572e-08 1.5044189976400786e-06 -5.7049948850362856e-07 -1.2641476382262746e-06 -6.4674843759435363e-07 1.0602743395793369e-06 -4.5177613016324276e-07 1.527664622081481e-08 1.6776412448867479e-06 8.3061091402214528e-07 -1.1801477355837571e-06 3.5922923909007906e-07 -8.8962618356447369e-07 -7.1057553958036645e-07 1.1574650580215007e-06 3.160806008472227e-07 2.5912651922761357e-07 -6.3495579394969228e-07 -9.6616337909186516e-07 4.7588787457507653e-07 3.2291531350768889e-06 2.3924171645061371e-06 -8.7534190025534746e-07 -5.0021472944812881e-06 -3.4247388489274597e-07 2.6224142066695632e-08 -9.8879656564219803e-07 -4.7319664124136185e-07 1.7962600349637098e-06 7.9082922184170461e-07 -5.8718059504327204e-07
leaf_weight=194 21 20 28 21 20 31 770 24 20 35 30 20 22 24 37 34 21 28 31 22 26 34 23 31 1381 28 37 26 21 61
leaf_count=194 21 20 28 21 20 31 770 24 20 35 30 20 22 24 37 34 21 28 31 22 26 34 23 31 1381 28 37 26 21 61
internal_value=0 1.2924e-08 -1.68785e-07 2.04094e-09 6.04752e-09 -1.38185e-09 3.42919e-09 8.49429e-09 1.95456e-07 -1.33116e-08 6.22256e-08 8.15681e-12 7.839e-08 2.79075e-07 -6.67403e-08 6.30853e-07 -1.35066e-07 -3.20427e-07 2.72779e-08 3.28969e-09 -7.16623e-08 -1.37312e-07 -1.64364e-06 9.0502e-07 4.69113e-08 6.42031e-07 1.17925e-06 4.63405e-07 -2.39167e-07 2.75675e-10
internal_weight=0 2899 222 2878 2858 2838 2817 2786 291 2495 267 247 227 117 59 58 110 80 52 2460 905 848 78 57 1555 113 85 63 55 1442
internal_count=3121 2899 222 2878 2858 2838 2817 2786 291 2495 267 247 227 117 59 58 110 80 52 2460 905 848 78 57 1555 113 85 63 55 1442
is_linear=0
shrinkage=0.1


Tree=8210
num_leaves=31
num_cat=0
split_feature=1446 0 42 12 43 484 484 15 1453 1447 1447 43 2 1447 1447 480 1453 484 484 1456 52 483 133 1455 480 50 403 4 50 51
split_gain=6.31864e-10 1.97781e-09 2.53285e-09 1.93859e-09 3.47561e-09 8.52226e-10 9.81127e-10 2.4141e-09 1.18982e-09 1.15006e-09 4.8607e-09 4.56594e-09 4.01663e-09 2.45512e-09 4.43265e-09 2.45691e-09 1.65782e-09 2.54892e-09 5.10657e-09 5.58898e-09 5.08155e-09 5.20361e-09 3.54542e-09 2.49878e-09 2.00865e-09 1.5322e-09 6.05472e-09 8.26939e-09 6.01498e-09 3.88821e-09
threshold=0.091725000000000015 -0.082619999999999985 0.087075000000000014 0.089300000000000004 -0.065269999999999981 -0.51117999999999986 -0.23687999999999995 -0.011389999999999999 -0.087504999999999986 -0.086424999999999988 -0.085754999999999984 -0.072269999999999987 0.086330000000000004 -0.084334999999999979 -0.082824999999999982 0.11387000000000001 -0.079499999999999987 -0.011854999999999999 -0.084899999999999989 -0.079429999999999987 -0.0027449999999999996 -0.021199999999999997 0.087285000000000015 0.083295000000000022 0.095525000000000013 0.090630000000000016 -0.074254999999999988 -0.078629999999999992 0.089890000000000012 -0.013119999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 -1 7 -7 -8 11 -11 12 -10 -12 -15 16 -16 18 22 -20 -21 -22 23 -18 25 28 27 -27 -19 -28
right_child=1 3 -4 4 -6 6 8 -9 9 10 13 -13 -14 14 15 -17 17 24 19 20 21 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-5.7929498955043254e-07 9.1693228053093047e-09 -7.4776720586261698e-07 1.4188901750458174e-06 -4.8092114381093914e-07 1.2487691644006798e-06 9.7636425052907287e-07 -6.1914089997117119e-07 -2.6308852523489653e-07 -1.157050060772814e-06 -1.5320795287585671e-06 8.947896592796193e-07 1.5921892570118374e-06 5.9820893731910025e-07 -1.4980802268382833e-06 8.5207731114099841e-07 1.0486089861801287e-06 -8.131289830952227e-07 4.1929957485642024e-09 -2.3930571052233064e-06 -1.5727894247287691e-06 -1.002101767255681e-06 1.2034013015300331e-06 9.6830710741745527e-07 4.3834536806267963e-07 -9.6658820352569731e-07 2.3812626965634211e-06 1.2079528744379788e-06 -2.8066440022641848e-08 -1.6215434792012158e-06 -1.3731929249715682e-07
leaf_weight=26 26 29 25 26 21 33 32 30 22 21 30 22 32 20 22 22 39 2163 20 27 20 23 33 27 21 28 24 29 23 205
leaf_count=26 26 29 25 26 21 33 32 30 22 21 30 22 32 20 22 22 39 2163 20 27 20 23 33 27 21 28 24 29 23 205
internal_value=0 2.18469e-07 7.00209e-07 -1.04803e-07 2.91919e-07 -9.26618e-09 -4.27267e-09 3.86149e-07 -1.27396e-08 -5.98543e-09 -1.64147e-08 3.77839e-07 -1.16897e-07 -4.94892e-09 -1.47786e-08 -3.89593e-09 -1.24592e-08 -1.95509e-08 -3.73613e-07 -9.18781e-07 -4.97559e-07 1.77586e-07 1.21994e-07 -3.01162e-07 7.29139e-09 1.55646e-08 2.33223e-07 1.15546e-06 -1.29122e-08 3.66993e-09
internal_weight=0 127 51 76 47 2994 2968 63 2905 2873 2797 76 54 2776 2746 2726 2704 2682 189 90 70 43 99 66 2493 2472 286 57 2186 229
internal_count=3121 127 51 76 47 2994 2968 63 2905 2873 2797 76 54 2776 2746 2726 2704 2682 189 90 70 43 99 66 2493 2472 286 57 2186 229
is_linear=0
shrinkage=0.1


Tree=8211
num_leaves=31
num_cat=0
split_feature=481 481 160 4 480 480 1456 1447 3 1456 2 403 133 42 1210 16 16 12 15 1210 401 2 2 399 1211 2 484 13 2 1371
split_gain=6.77489e-10 1.70854e-09 1.42097e-09 7.29177e-09 1.44882e-09 1.33863e-09 1.73703e-09 1.18679e-09 8.89987e-09 9.27092e-09 6.49435e-09 2.48767e-09 1.00138e-08 1.87592e-09 5.66244e-09 3.89749e-09 7.42913e-09 2.03241e-09 3.03761e-09 1.56673e-09 2.94022e-09 1.27525e-09 3.30065e-09 2.89432e-09 3.45325e-09 2.41611e-09 1.12198e-08 7.01107e-09 4.80012e-09 3.3168e-09
threshold=-0.24133999999999997 -0.15265499999999996 -0.55045999999999984 -0.081609999999999988 0.11303500000000001 0.10272000000000002 0.11253500000000001 -0.085709999999999995 -0.085784999999999986 0.085755000000000012 0.087470000000000006 -0.54856499999999986 0.40431 0.11603500000000001 -0.0049999999999999984 -0.11118499999999999 -0.073404999999999984 0.096210000000000004 0.097485000000000016 -0.3960249999999999 0.13571500000000003 0.08622500000000001 0.085955000000000018 0.091580000000000009 0.11013500000000002 0.087015000000000023 0.085790000000000019 -0.082574999999999982 0.087195000000000009 0.084340000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 -4 10 -10 12 -9 19 -15 -16 -17 -18 -19 -13 21 22 23 24 -21 26 27 -23 -27 -30
right_child=1 2 4 -5 -6 -7 -8 11 9 -11 -12 13 -14 14 15 16 17 18 -20 20 -22 25 -24 -25 -26 28 -28 -29 29 -31
leaf_value=4.5070096072749677e-07 -9.0373350975001128e-07 -7.6147059323138037e-07 2.0493871063634922e-06 1.6828823108793447e-06 -6.8744900641692568e-07 6.1453067652499685e-07 -6.7929937716975913e-07 -2.2938339022650988e-06 1.910932622308792e-06 -1.9624951262033262e-06 -6.0694873939480338e-07 -8.5914911406606818e-07 6.049904167927988e-07 1.8194817600529362e-06 1.047930017010234e-06 -1.4688956241570851e-06 1.1699621067929825e-06 -6.8038480681171943e-07 6.7893922862692442e-07 3.4703627685838542e-08 1.1667689694236505e-06 1.0477605103427081e-06 1.1366539106510182e-06 1.0376903968481853e-06 -1.2619763516513991e-06 1.4188306646577655e-06 -2.6703194203037128e-06 -9.4145078805938199e-07 -5.15102652565964e-08 -1.348341776434836e-06
leaf_weight=33 21 23 23 26 31 35 38 22 20 21 21 22 26 22 34 32 21 31 35 934 21 34 28 28 21 22 20 37 1419 20
leaf_count=33 21 23 23 26 31 35 38 22 20 21 21 22 26 22 34 32 21 31 35 934 21 34 28 28 21 22 20 37 1419 20
internal_value=0 -4.81389e-09 1.34108e-09 5.35533e-07 -7.33201e-09 -2.73552e-10 -7.5629e-09 1.19688e-09 3.69367e-07 -2.53866e-07 6.21286e-07 -9.86516e-09 -7.23637e-07 2.45454e-09 3.19393e-07 1.03694e-07 -1.66088e-07 3.13105e-07 4.04688e-08 -1.88287e-08 -1.16743e-08 -2.13299e-08 6.60666e-08 3.55717e-08 6.19025e-09 -7.82615e-08 -5.782e-07 1.11293e-08 -4.71223e-08 -6.95343e-08
internal_weight=0 3088 3067 49 3018 2987 2952 2914 85 62 41 2829 48 2781 175 153 119 87 66 2606 2584 2563 1011 983 955 1552 91 71 1461 1439
internal_count=3121 3088 3067 49 3018 2987 2952 2914 85 62 41 2829 48 2781 175 153 119 87 66 2606 2584 2563 1011 983 955 1552 91 71 1461 1439
is_linear=0
shrinkage=0.1


Tree=8212
num_leaves=31
num_cat=0
split_feature=1208 1208 16 1208 132 1185 1203 1200 133 43 51 52 3 133 13 43 1210 2 13 4 1209 402 401 43 43 402 1212 43 1212 403
split_gain=7.21616e-10 9.20045e-10 1.60003e-09 8.17067e-10 6.81474e-10 3.62639e-09 3.11782e-09 7.85512e-10 1.3893e-09 7.81804e-10 2.28475e-09 1.32093e-09 1.63024e-09 2.46464e-09 2.34403e-09 1.26907e-09 4.0595e-09 3.7076e-09 4.05677e-09 1.14161e-09 9.99831e-10 9.68121e-10 1.66992e-09 1.59231e-09 2.91546e-09 4.61241e-09 1.51111e-09 1.77442e-08 8.58783e-09 1.59654e-09
threshold=0.12461500000000002 0.10233500000000001 -0.079504999999999978 0.089655000000000012 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.092250000000000013 -0.51151499999999983 0.084740000000000024 0.081440000000000026 -0.087769999999999987 -0.080484999999999987 -0.24227499999999996 -0.033284999999999988 0.055925000000000009 1.0000000180025095e-35 0.084885000000000002 -0.079299999999999995 0.16173500000000005 -0.092684999999999976 -0.46140499999999995 -0.099524999999999988 0.0068900000000000012 0.0034250000000000005 -0.094749999999999987 -0.089544999999999986 -0.0047449999999999992 -0.070754999999999985 0.10692500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 -1 8 -7 15 11 -11 14 -14 -13 16 20 -17 -19 -15 -10 -22 -23 24 25 -24 27 -27 -28 -30
right_child=-2 2 -4 -5 5 7 -8 -9 9 10 -12 12 13 19 -16 17 -18 18 -20 -21 21 22 23 -25 -26 26 28 -29 29 -31
leaf_value=-2.3899030802502593e-08 -5.9874813985061347e-07 1.1145541776613754e-06 -1.3521786123809372e-07 -6.240643886355559e-07 1.3242728787840212e-06 6.1025075171384842e-07 -1.1534543020275124e-06 -6.1920637179468945e-07 7.1977743452578126e-07 -8.3091651276845384e-07 -1.1801150390868185e-06 1.014813116029245e-06 -1.0929491452316142e-06 -3.1492250034403925e-07 -3.2607368583822707e-07 -3.8599258406830159e-07 -1.2405349034102423e-06 1.7803463334884227e-06 -6.5019302534589477e-09 5.4373293901714229e-07 5.6507561491652009e-07 -7.1491364010967124e-07 1.2694153305158674e-06 6.544501140500583e-07 -8.6686997364220009e-07 -9.7777266180634277e-07 -2.0772214384123799e-06 2.1994704813010912e-06 1.6415176204418728e-08 -6.1359326146433028e-07
leaf_weight=192 20 20 21 21 21 38 28 20 20 20 21 32 24 32 22 36 26 27 24 30 31 32 29 38 38 39 20 32 2126 41
leaf_count=192 20 20 21 21 21 38 28 20 20 20 21 32 24 32 22 36 26 27 24 30 31 32 29 38 38 39 20 32 2126 41
internal_value=0 3.85893e-09 4.74427e-07 -2.44607e-09 1.84942e-09 1.50783e-08 -1.67661e-07 5.25232e-09 9.74806e-09 1.41992e-09 -1.99429e-07 -7.0714e-08 3.78863e-08 -2.32515e-07 4.68526e-07 1.56261e-08 2.41492e-09 3.91007e-07 9.39477e-07 1.00556e-07 1.5627e-08 9.82194e-09 2.63494e-09 1.23521e-08 1.85756e-09 1.6292e-08 1.97889e-10 4.54224e-07 -1.45419e-08 4.49531e-09
internal_weight=0 3101 41 3060 3039 2819 220 2798 2778 2740 181 160 140 86 54 2559 2472 87 51 62 2446 2426 2395 2363 2325 2287 2258 71 2187 2167
internal_count=3121 3101 41 3060 3039 2819 220 2798 2778 2740 181 160 140 86 54 2559 2472 87 51 62 2446 2426 2395 2363 2325 2287 2258 71 2187 2167
is_linear=0
shrinkage=0.1


Tree=8213
num_leaves=31
num_cat=0
split_feature=1374 15 48 1375 150 3 1348 142 12 130 484 49 1371 3 15 484 482 16 483 484 484 475 0 484 13 123 1 16 16 104
split_gain=6.74351e-10 4.94228e-09 5.03532e-09 8.98233e-10 8.87289e-10 4.35451e-09 2.0481e-09 9.99946e-10 7.82911e-10 1.71105e-09 8.55241e-10 1.05466e-08 7.14773e-09 4.73837e-09 4.39268e-09 3.01618e-09 2.40848e-09 3.56574e-09 3.26096e-09 2.89012e-09 2.29726e-09 4.92806e-09 4.83224e-09 2.3529e-09 2.17918e-09 1.73011e-09 1.73657e-09 2.48762e-09 2.1377e-09 1.55515e-09
threshold=-0.035729999999999991 -0.020484999999999996 0.087555000000000008 -0.16449999999999998 0.12416000000000001 -0.07928499999999998 -0.047944999999999995 -1.0000000180025095e-35 0.23631000000000002 -0.22461999999999996 0.091180000000000011 0.11236 0.083235000000000017 -0.086869999999999989 -0.073184999999999986 0.08764000000000001 0.085875000000000021 -0.0024749999999999993 0.096720000000000014 0.12364500000000002 0.073690000000000019 -0.024084999999999999 -0.085384999999999975 0.058970000000000009 -0.013024999999999998 0.11701500000000002 0.13820500000000002 -0.25582999999999995 -0.065229999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 6 -6 -5 -8 9 -9 12 13 15 14 -12 20 17 19 -18 -15 23 22 24 25 -22 26 29 -28 -29 -11
right_child=3 -3 -4 4 5 -7 7 8 -10 10 11 -13 -14 16 -16 -17 18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.4175364488740648e-06 -6.2945147909016193e-07 1.5421812339478824e-06 7.0279796394364287e-07 -1.0172087945647945e-06 -6.3029279829152084e-07 1.3872609856761024e-06 -6.7352853566727726e-07 8.1515116308904765e-07 -6.0523989981491128e-07 2.3077347313902408e-09 -3.0435886215359052e-08 2.079033925256751e-06 -1.8097698722902519e-06 2.0251617308986168e-06 -2.0781195911467875e-06 -9.0902281107850688e-07 -1.0545293706952311e-06 -2.8272651187914263e-07 4.4600894568702646e-07 4.5123401416650016e-07 1.373162104982839e-06 1.3991231626477742e-06 -1.1372141934202772e-06 -1.0602999249645759e-06 -1.0304320866794116e-07 8.3036088807375574e-07 -1.09583165112781e-06 7.7649604766823674e-07 -4.9971722611579541e-07 7.9515832555898663e-07
leaf_weight=21 23 22 24 20 20 23 22 26 21 2373 22 26 22 20 20 36 28 30 30 28 20 37 25 21 20 25 35 21 35 25
leaf_count=21 23 22 24 20 20 23 22 26 21 2373 22 26 22 20 20 36 28 30 30 28 20 37 25 21 20 25 35 21 35 25
internal_value=0 3.13834e-07 -2.86691e-07 -6.88011e-09 -2.15588e-09 4.48864e-07 -8.64646e-09 -1.85021e-09 3.16571e-09 7.53375e-09 2.90549e-10 1.97708e-07 -1.46531e-08 -7.70929e-08 -1.00552e-06 1.21549e-10 2.09628e-07 5.72513e-07 -2.78389e-07 1.10704e-06 1.25331e-08 4.77839e-07 -4.65843e-08 -6.18929e-09 6.35059e-07 2.61593e-09 -5.6981e-09 -4.34481e-07 -2.11372e-08 1.05735e-08
internal_weight=0 67 45 3054 3031 43 2988 2968 2946 2925 2899 204 2695 178 42 2673 136 78 58 48 2637 102 65 2535 40 2514 2489 91 56 2398
internal_count=3121 67 45 3054 3031 43 2988 2968 2946 2925 2899 204 2695 178 42 2673 136 78 58 48 2637 102 65 2535 40 2514 2489 91 56 2398
is_linear=0
shrinkage=0.1


Tree=8214
num_leaves=31
num_cat=0
split_feature=120 1 120 1 9 3 9 132 394 1203 41 41 13 13 4 1 1 45 34 2 2 13 13 13 13 12 132 2 132 2
split_gain=6.71296e-10 9.28626e-10 3.60821e-09 1.80143e-09 1.05463e-09 1.9466e-09 1.86255e-09 7.44273e-10 3.20846e-09 2.42626e-09 1.14221e-09 2.5827e-09 7.08341e-10 2.77755e-09 3.97717e-09 1.93034e-09 2.5607e-09 1.15772e-09 1.00746e-09 2.47147e-09 8.69118e-10 8.61812e-10 3.93552e-09 3.61189e-09 2.08836e-09 1.79099e-09 1.27683e-09 3.33563e-09 8.4671e-09 5.03397e-09
threshold=0.093680000000000013 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 0.092890000000000014 -0.023499999999999997 0.088235000000000022 -0.083174999999999985 0.11233000000000001 0.088820000000000024 0.086565000000000017 0.091290000000000024 -0.41572999999999993 -0.17933499999999997 0.058735000000000009 0.10684 0.11507500000000002 0.094030000000000016 -0.08786999999999999 -0.080614999999999978 0.15950500000000004 -0.10278499999999999 -0.097984999999999989 -0.096404999999999991 -0.094514999999999988 0.091325000000000003 0.082150000000000015 0.096325000000000008 0.090650000000000022 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 9 10 -1 12 -12 15 14 -14 -9 -17 18 -15 -20 21 25 -23 -24 -25 -21 -26 28 -28 -29
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 11 -13 13 17 -16 16 -18 -19 19 20 -22 22 23 24 26 -27 27 29 -30 -31
leaf_value=-4.652573748100879e-08 -5.0599846653872539e-07 6.2387434939618451e-07 -1.3393756995583318e-06 8.8985043871418953e-07 -1.500022373464431e-07 1.2131247292757053e-06 -8.323054881084656e-07 1.0380615234358479e-06 1.2779336890389459e-06 -1.0457179986441847e-06 1.3330518152020519e-06 -2.5177205742465959e-08 -1.8357579648409229e-06 6.5308941401553974e-07 1.5852548642669718e-07 -9.2184312620702265e-07 5.7105904631869097e-07 -6.3829562699473697e-07 -1.0078117261021667e-06 7.8276161041161917e-08 -5.1429378286669702e-07 -1.3240280325858709e-06 1.3253012623083903e-06 -8.0735617449400088e-07 4.3163762913946319e-08 1.1584863176494765e-06 -1.912335207779589e-06 1.6663401402183811e-06 -6.5040671756833035e-08 -1.5122482235341295e-07
leaf_weight=184 26 24 20 23 22 20 27 24 20 28 21 42 20 24 20 20 27 28 24 66 31 22 21 31 2069 20 33 20 100 64
leaf_count=184 26 24 20 23 22 20 27 24 20 28 21 42 20 24 20 20 27 28 24 66 31 22 21 31 2069 20 33 20 100 64
internal_value=0 4.25599e-09 -5.86358e-10 8.18971e-09 1.49282e-09 4.99106e-07 -5.50643e-09 2.03787e-09 1.59705e-08 -1.78495e-07 6.71515e-09 4.27566e-07 -3.2374e-09 -1.177e-08 -8.38616e-07 3.08383e-07 -6.42185e-08 1.18489e-09 8.27615e-09 2.08842e-09 1.18735e-08 1.8542e-08 7.21092e-09 1.97376e-08 7.90465e-09 3.29488e-07 1.89602e-08 -2.1181e-07 -5.23392e-07 2.81529e-07
internal_weight=0 3095 3071 3051 3028 42 2986 2959 2747 212 2727 63 2664 2593 40 71 47 2553 2525 2501 2477 2446 2360 2338 2317 86 2286 217 133 84
internal_count=3121 3095 3071 3051 3028 42 2986 2959 2747 212 2727 63 2664 2593 40 71 47 2553 2525 2501 2477 2446 2360 2338 2317 86 2286 217 133 84
is_linear=0
shrinkage=0.1


Tree=8215
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1208 1208 401 0 43 133 402 133 1209 403 1209 403 1212 1212 401 403 401 390 401 52 1212 1 1 132 482 159
split_gain=7.50826e-10 1.83564e-08 1.18494e-08 3.36086e-09 6.83144e-10 1.20979e-09 6.69857e-10 2.83031e-09 2.42023e-09 1.5133e-09 1.76929e-09 2.76769e-09 2.3757e-09 9.98474e-10 1.17698e-09 4.32792e-09 8.36779e-09 8.58583e-10 8.53512e-09 6.45871e-09 2.36473e-09 3.01445e-09 2.2444e-09 1.70773e-09 1.33892e-09 1.15779e-09 1.80719e-09 1.7807e-09 1.94645e-09 3.08386e-09
threshold=-0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 0.11531000000000001 0.10233500000000001 -0.13200999999999999 -0.071924999999999989 0.05259500000000001 0.51114000000000004 -0.10770499999999998 0.39371500000000009 0.082105000000000011 -0.5335399999999999 -0.065739999999999979 -0.0047449999999999992 -0.080434999999999993 -0.089544999999999986 0.11655000000000001 0.041145000000000008 0.10632500000000002 0.089065000000000019 0.094270000000000007 0.084240000000000023 -0.009474999999999999 0.12656000000000003 0.122715 0.098425000000000012 0.089605000000000018 0.10713500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 8 -4 10 12 13 -8 -12 15 16 -15 19 20 -16 21 22 24 -21 -19 26 -26 28 29 -27
right_child=2 -3 4 -5 -6 -7 9 -9 -10 -11 11 -13 -14 14 17 -17 -18 18 -20 23 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=1.1439631889850018e-08 -2.3254577885464563e-06 2.9181846549229045e-06 5.8149586254785401e-07 -1.3561526833427708e-06 -4.96455271769702e-07 6.2033248369175455e-07 1.3650556545805807e-06 1.1672721984723468e-06 -7.8396252757994699e-07 -6.4137702274728019e-07 5.8569856672216573e-07 -1.054988649684674e-06 -1.2193927310428471e-07 1.6886385330394662e-06 1.8962448964998659e-06 -1.396289378505942e-06 -1.2040752636721664e-06 8.1884969063139587e-07 -1.9654913981784457e-06 2.6484322984816934e-07 1.0007864589785717e-06 -1.2193537763494078e-06 1.0188443222990498e-06 -7.2814299921058846e-07 9.7442954701411483e-09 -1.6498056198294532e-07 8.0464445106591831e-07 -1.0488029785016767e-06 -1.0616840009447515e-06 1.1186863080833324e-06
leaf_weight=177 22 22 25 20 27 32 22 25 27 37 29 25 21 20 20 27 20 20 22 43 24 20 22 29 2078 172 29 23 20 21
leaf_count=177 22 22 25 20 27 32 22 25 27 37 29 25 21 20 20 27 20 20 22 43 24 20 22 29 2078 172 29 23 20 21
internal_value=0 1.78547e-07 -1.34726e-08 -1.27402e-07 4.18841e-09 8.92636e-09 1.99088e-09 2.92886e-07 -1.27492e-07 -6.17199e-09 2.51016e-09 -7.76107e-09 6.38849e-07 2.15961e-09 -4.32415e-09 -4.18038e-07 2.42282e-07 6.5759e-09 -4.68156e-09 3.06489e-07 1.30779e-08 3.22139e-09 1.34736e-08 -1.3511e-07 4.11339e-09 -2.84125e-09 2.0685e-08 -2.12883e-07 -1.22619e-07 -2.5307e-08
internal_weight=0 219 2902 197 2880 2853 2821 77 52 2744 2707 2664 43 2639 2610 67 40 2543 2451 92 2429 2405 2385 72 2363 2343 2107 236 213 193
internal_count=3121 219 2902 197 2880 2853 2821 77 52 2744 2707 2664 43 2639 2610 67 40 2543 2451 92 2429 2405 2385 72 2363 2343 2107 236 213 193
is_linear=0
shrinkage=0.1


Tree=8216
num_leaves=31
num_cat=0
split_feature=402 1212 401 1208 1208 1208 403 484 481 43 52 403 132 403 1204 1210 401 13 4 42 1213 1 42 52 403 1212 12 1210 15 15
split_gain=7.57022e-10 1.44898e-09 1.08175e-09 7.96455e-10 1.07892e-09 9.61508e-10 7.46253e-10 5.98717e-09 1.5318e-08 3.01109e-09 9.51354e-09 2.74688e-09 9.65306e-09 2.37004e-08 1.99732e-08 9.32458e-09 8.28829e-09 3.48275e-09 6.44686e-09 4.86196e-09 4.81279e-09 1.91843e-09 3.54785e-09 1.66436e-09 1.65979e-09 2.07185e-09 3.41522e-09 2.5985e-09 2.3186e-09 2.00647e-09
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 0.11531000000000001 0.10233500000000001 0.089655000000000012 -0.084339999999999984 -0.081614999999999979 -0.081614999999999979 0.055925000000000009 0.10611000000000001 -0.0038999999999999994 -0.083284999999999984 -0.074254999999999988 -0.077669999999999989 -0.076234999999999983 0.10022000000000002 -0.0087749999999999981 -0.081984999999999988 0.091295000000000015 -1.0000000180025095e-35 0.085110000000000005 -0.077669999999999989 0.091275000000000009 -0.08670499999999999 0.087440000000000004 0.089300000000000004 -0.07983999999999998 0.086355000000000015 0.084510000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9 10 21 12 13 -8 -14 -13 17 18 -16 20 -20 23 -23 24 25 27 -27 -10 29 -29
right_child=-2 -3 -4 -5 -6 -7 11 8 9 -11 -12 15 14 -15 16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-1.4790090615819778e-06 5.9838949666646805e-07 -8.3188483802673774e-07 6.703430130983179e-07 -5.547632296244187e-07 5.879973174167449e-07 -6.9603974168330756e-07 2.6643273917025291e-06 2.7195713004323847e-06 1.1277160319878022e-06 1.0542531144202323e-06 -1.6106778556444196e-06 2.162993567083049e-06 -3.6759562061661203e-06 -1.4296692913153319e-06 -1.6741288437447953e-06 -5.5713786038127441e-09 -2.1367019217874178e-06 7.9905791589377859e-07 1.7728194547335837e-06 -7.4892697988894326e-07 -3.2759016164618517e-07 -2.9562343374064684e-07 1.3438171653102803e-06 8.8575256508452832e-07 7.7953579772259794e-07 -1.1785607450922097e-06 4.287053752705106e-07 -1.1297055271105213e-07 -9.1999061042871398e-07 9.929186585991157e-07
leaf_weight=22 21 21 24 26 31 20 31 23 20 28 34 20 20 26 27 2309 22 36 24 36 20 22 33 21 22 39 20 75 27 21
leaf_count=22 21 21 24 26 31 20 31 23 20 28 34 20 20 26 27 2309 22 36 24 36 20 22 33 21 22 39 20 75 27 21
internal_value=0 -4.04616e-09 1.60003e-09 -3.6536e-09 1.07695e-09 -4.99193e-09 -3.50915e-10 1.25465e-07 2.17149e-07 5.81552e-08 -2.535e-08 -2.02681e-08 -3.40929e-07 7.9689e-07 -6.915e-07 1.30509e-08 -3.29748e-07 -5.17546e-08 -3.38009e-07 1.12931e-07 8.18088e-07 1.54321e-07 6.88041e-07 3.45057e-08 -4.52987e-08 -1.35132e-07 -6.33725e-07 7.05809e-08 -1.01311e-07 1.28943e-07
internal_weight=0 3100 3079 3055 3029 2998 2978 407 385 362 334 2571 242 57 185 2329 165 143 107 80 44 300 55 245 224 202 59 143 123 96
internal_count=3121 3100 3079 3055 3029 2998 2978 407 385 362 334 2571 242 57 185 2329 165 143 107 80 44 300 55 245 224 202 59 143 123 96
is_linear=0
shrinkage=0.1


Tree=8217
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1201 1208 1208 402 3 51 131 42 42 403 0 3 142 11 33 34 2 0 123 147 147 150 124 151 0 12 123
split_gain=7.6819e-10 3.65281e-09 1.43778e-09 7.62695e-10 6.57937e-10 2.07431e-09 6.64285e-10 1.07313e-08 6.53927e-10 7.00821e-10 9.30633e-10 2.20659e-09 1.33731e-09 1.30741e-09 9.44792e-10 6.07147e-10 1.67941e-09 1.57233e-09 1.00716e-09 1.57753e-09 7.66904e-09 1.7292e-09 1.49219e-09 1.05349e-09 1.01026e-09 8.01422e-10 1.91001e-09 2.43841e-09 1.57628e-09 2.15902e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.08261499999999998 0.11846000000000001 0.10683000000000002 0.13924000000000003 -0.078724999999999976 0.096070000000000016 -0.076979999999999979 -0.021469999999999996 -0.058859999999999989 -0.020569999999999995 -0.085939999999999989 -0.084964999999999985 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 -0.112215 -0.0050599999999999994 -0.09515499999999999 0.090420000000000014 0.099230000000000013 0.093875000000000014 0.085210000000000022 -0.082254999999999981 -0.088329999999999978 -0.14832499999999996 -0.089199999999999988 0.084180000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -3 5 6 15 -8 9 -1 11 12 -11 14 -12 -5 -17 -18 -19 20 -20 24 23 25 -22 26 -21 -28 29 -27
right_child=1 3 -4 4 -6 -7 7 -9 -10 10 13 -13 -14 -15 -16 16 17 18 19 22 21 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=4.0241312602162795e-07 1.3278229549281866e-06 6.0459178201421358e-07 -8.4914981357542274e-07 5.080850418499208e-07 5.2111044025101212e-07 -9.5049361034250026e-07 -9.540301334709512e-07 1.9611719400690279e-06 -6.2412677877432547e-07 -5.3277857277449092e-07 2.3580245908253315e-07 -1.208054007665024e-06 5.6982754611825925e-07 7.3345866849668555e-07 -6.1923501482041843e-07 -7.7834547165573618e-07 -7.8927229695580086e-07 -6.6636461081192135e-07 2.0545170851381625e-06 -6.4041845490692142e-07 -1.5623467576806961e-08 -8.427847059522265e-07 6.6451500653343061e-07 -6.8601195637355608e-07 8.123454557562582e-07 -8.5738647797100118e-08 1.3585875592687041e-06 1.6130343315505042e-07 -5.9131673456365703e-09 -1.3753238840763516e-06
leaf_weight=32 21 21 28 23 24 23 28 23 20 22 28 22 22 24 24 28 25 22 22 20 56 20 33 23 20 37 22 75 2313 20
leaf_count=32 21 21 28 23 24 23 28 23 20 22 28 22 22 24 24 28 25 22 22 20 56 20 33 23 20 37 22 75 2313 20
internal_value=0 1.37321e-08 -1.79278e-07 4.14352e-09 -2.7e-10 -4.68692e-09 3.05456e-09 3.60669e-07 -8.25958e-08 -2.03509e-08 -1.15622e-07 -3.90335e-07 1.85245e-08 1.22945e-07 -1.5883e-07 -3.55593e-09 -7.857e-09 1.09645e-10 7.46505e-09 1.3036e-08 3.70472e-07 -1.54552e-08 -3.54972e-09 -1.2333e-08 2.02263e-07 -6.10279e-09 2.49387e-07 4.32852e-07 -1.87156e-08 -5.38225e-07
internal_weight=0 2899 222 2878 2857 2833 2810 51 194 174 142 66 44 76 52 2759 2736 2708 2683 2661 118 96 2543 2510 76 2487 117 97 2370 57
internal_count=3121 2899 222 2878 2857 2833 2810 51 194 174 142 66 44 76 52 2759 2736 2708 2683 2661 118 96 2543 2510 76 2487 117 97 2370 57
is_linear=0
shrinkage=0.1


Tree=8218
num_leaves=31
num_cat=0
split_feature=401 401 42 401 47 2 47 401 401 376 1 3 1456 1 16 3 1 3 12 48 132 15 1185 50 16 133 120 12 12 9
split_gain=7.54253e-10 9.88492e-10 1.9522e-09 1.08775e-09 6.35237e-10 8.92714e-09 3.6223e-09 1.03573e-09 3.28209e-09 9.94323e-10 1.19038e-09 9.84201e-10 2.72572e-09 3.29476e-09 1.50129e-09 1.07602e-09 2.184e-09 1.87578e-09 1.21335e-09 9.60664e-10 9.38511e-10 2.25288e-08 1.20184e-08 2.50182e-09 1.03348e-09 1.7148e-09 8.63187e-10 1.22392e-09 1.92283e-09 2.92329e-09
threshold=0.13837000000000002 0.11769000000000002 0.089015000000000025 0.11336 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.10711000000000001 0.10022000000000002 0.080200000000000007 0.13842500000000005 0.099930000000000005 -0.078314999999999982 0.117245 -0.082179999999999989 -0.066704999999999987 0.10312500000000001 -0.078934999999999991 0.089005000000000015 0.10445500000000001 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.087730000000000016 -0.095094999999999985 -0.40071499999999999 0.093680000000000013 0.22926500000000002 0.12757000000000002 0.08925000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 8 20 10 11 12 -7 15 -13 16 17 18 19 -14 21 23 -22 24 -1 -26 27 28 29 -24
right_child=-2 2 -4 -5 5 9 -8 -9 -10 -11 -12 14 13 -15 -16 -17 -18 -19 -20 -21 22 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-6.2944421474837684e-07 -5.9728547079257191e-07 -2.0499625584044718e-07 9.8832683565417727e-07 -7.0415673053244896e-07 -2.1770430419110198e-06 -1.1855570346597234e-06 1.2955627692111773e-06 5.3252621427959276e-07 -1.18959897750044e-06 6.8446029104052293e-07 -7.5171326133468863e-07 -8.7279721583399811e-08 -9.0145699187594421e-07 1.0252386600925468e-06 1.0858289317638993e-06 3.8099206161699414e-07 -1.0197258604719161e-06 6.9848738173907185e-07 1.8867129808443548e-07 -2.3139240283853727e-08 -2.4471820574945013e-06 3.3069693586185169e-06 7.2607287192240108e-09 -1.1710417724812447e-06 9.2046370891044456e-07 -8.414962345913604e-08 -6.3990301441663182e-07 7.9879703122287534e-07 -7.8228416043657501e-07 7.9577659050829776e-07
leaf_weight=23 21 26 29 22 20 20 22 37 23 20 22 24 33 29 20 34 29 26 35 20 20 21 2295 22 21 89 20 20 30 48
leaf_count=23 21 26 29 22 20 20 22 37 23 20 22 24 33 29 20 34 29 26 35 20 20 21 2295 22 21 89 20 20 30 48
internal_value=0 4.04725e-09 4.2421e-07 -3.5419e-09 1.55685e-09 -1.28951e-07 1.76581e-08 7.12465e-09 -2.61311e-10 2.33699e-09 -4.43838e-08 1.32505e-08 -7.09922e-08 3.7218e-08 4.45951e-07 -1.24661e-07 -2.44886e-07 -4.77781e-08 -2.68266e-07 -5.70016e-07 1.02235e-08 2.3322e-07 -5.90778e-09 -1.83224e-07 -1.98255e-08 1.0764e-07 1.43266e-08 1.97944e-08 1.32289e-08 2.34147e-08
internal_weight=0 3100 55 3045 3023 332 2691 2669 2632 312 292 270 226 206 44 177 143 114 88 53 2609 176 2433 155 133 110 2413 2393 2373 2343
internal_count=3121 3100 55 3045 3023 332 2691 2669 2632 312 292 270 226 206 44 177 143 114 88 53 2609 176 2433 155 133 110 2413 2393 2373 2343
is_linear=0
shrinkage=0.1


Tree=8219
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 130 130 394 403 42 403 403 403 403 39 33 12 47 9 3 47 47 47 1453 52 160 42 47 47 1 1
split_gain=7.87737e-10 3.467e-09 1.97597e-09 6.64274e-10 1.45578e-09 7.573e-10 1.4397e-09 7.74244e-10 5.01889e-09 1.4302e-09 1.5035e-09 8.22433e-10 6.97181e-10 7.06913e-10 2.62796e-09 2.20883e-09 9.69554e-10 5.7011e-09 1.33535e-08 5.42355e-09 2.78676e-09 1.73732e-09 1.55501e-09 1.71376e-09 2.31003e-09 4.13714e-09 1.29365e-09 1.68478e-09 1.18742e-09 1.57796e-09
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 0.23631000000000002 -0.22461999999999996 -0.093639999999999987 1.0000000180025095e-35 -0.55049499999999985 0.091205000000000008 -0.5425549999999999 -0.5335399999999999 -0.52336499999999997 -0.49218499999999993 -1.0000000180025095e-35 -0.009184999999999997 -0.029094999999999999 0.094160000000000008 0.087755000000000014 -0.13309499999999996 0.09717000000000002 0.09055500000000001 0.088195000000000009 -1.0000000180025095e-35 -0.0027449999999999996 -0.014869999999999998 0.085730000000000015 0.10843500000000002 0.10421000000000001 0.111945 0.12577000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 7 8 -7 -9 -11 -12 -13 15 -15 -14 17 20 -19 -18 21 -16 -21 24 25 -24 27 -25 -28 -30
right_child=1 3 -4 -5 5 6 -8 9 -10 10 11 12 13 14 16 -17 19 18 -20 22 -22 -23 23 26 -26 -27 28 -29 29 -31
leaf_value=-8.7619635240711741e-08 1.2642958629591953e-06 7.392806363131715e-07 -1.1310748163850804e-06 -5.3110420298174219e-07 -4.8221573099027639e-07 -5.0847186995584841e-07 8.3191056197457728e-07 -7.7460813467193168e-07 1.5986080381935608e-06 8.6458843725267801e-07 -4.8042310349198187e-07 5.160618945373367e-07 -2.3802535997674566e-07 -9.4165797747791668e-07 -8.840687837367919e-10 1.171921791751629e-06 1.5804225079705248e-06 7.129118944636627e-07 -2.6345831097037613e-06 8.8551102379597073e-07 1.0962603470409744e-06 -8.5638376816632451e-07 2.7450340439827417e-08 4.9851426376295893e-08 7.0605771806953049e-08 -1.8528075969470594e-06 -5.4787666766539386e-07 1.2739097245690284e-06 8.1989428820223188e-07 -2.4447946695242232e-07
leaf_weight=196 22 27 20 23 32 26 21 24 20 20 36 26 25 30 2173 20 25 22 26 20 23 24 25 23 64 22 28 22 26 30
leaf_count=196 22 27 20 23 32 26 21 24 20 20 36 26 25 30 2173 20 25 22 26 20 23 24 25 23 64 22 28 22 26 30
internal_value=0 1.3706e-08 -1.84236e-07 4.16284e-09 8.46743e-09 1.50239e-09 7.02863e-09 7.97505e-10 4.0765e-07 -6.04785e-09 7.58586e-10 -5.66394e-09 7.75897e-10 -4.32206e-09 -1.11677e-08 3.88618e-07 -2.33624e-10 -2.20791e-08 -1.10031e-06 1.7361e-07 1.2341e-09 -1.02295e-08 3.834e-08 -3.22576e-08 -3.20331e-07 -8.5267e-07 2.1562e-07 6.4828e-07 -1.61628e-08 2.49694e-07
internal_weight=0 2905 216 2883 2860 2833 2801 2780 46 2734 2710 2690 2654 2628 2583 45 2553 2268 48 285 2220 2197 260 240 111 47 129 45 84 56
internal_count=3121 2905 216 2883 2860 2833 2801 2780 46 2734 2710 2690 2654 2628 2583 45 2553 2268 48 285 2220 2197 260 240 111 47 129 45 84 56
is_linear=0
shrinkage=0.1


Tree=8220
num_leaves=31
num_cat=0
split_feature=47 2 47 47 42 1453 51 376 131 1209 1208 132 1203 1185 50 132 13 49 157 484 49 12 0 16 16 49 2 2 49 49
split_gain=6.67908e-10 7.25207e-09 2.75587e-09 9.28619e-10 1.52628e-09 1.1934e-09 1.73522e-09 9.92222e-10 7.95358e-10 1.19255e-09 1.58205e-09 9.37449e-10 2.61561e-08 1.08217e-08 2.33472e-09 1.30672e-09 1.74098e-09 9.54887e-10 3.51783e-09 9.51021e-09 6.05497e-09 6.87454e-09 4.63527e-09 3.36135e-09 2.12609e-09 1.79767e-09 3.38926e-09 6.8856e-09 1.87114e-09 1.93645e-09
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.097970000000000015 0.087995000000000004 -1.0000000180025095e-35 -0.41904999999999998 0.049360000000000008 0.13767000000000004 0.14268500000000003 0.11253500000000001 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.087730000000000016 -0.41094499999999995 -0.0018299999999999998 0.10440000000000001 -0.087424999999999989 0.086135000000000017 0.11560500000000001 0.089210000000000025 -0.073309999999999986 -0.021269999999999997 0.51026500000000008 0.092185000000000017 0.10327000000000001 0.097220000000000015 0.089215000000000017 0.08610000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 -3 -5 -7 -8 9 10 11 12 14 -13 15 -1 -17 25 -19 20 21 -20 23 -22 -24 28 27 -27 29 -15
right_child=1 3 -4 5 -6 6 7 -9 -10 -11 -12 13 -14 17 -16 16 -18 18 19 -21 22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=5.1776113543906619e-07 -1.9797084408423874e-06 -9.3755854515200981e-07 1.1309445465134229e-06 7.9695987935224373e-07 2.2440863347128469e-07 -8.9933711564071941e-07 8.0374919323137336e-09 7.4471540699505579e-07 -5.9160290080936572e-07 7.81441190156329e-07 -8.7970064100773025e-07 -2.3200271948553563e-06 3.6474243961492904e-06 1.0871123469830695e-08 -1.1636629624587972e-06 -1.757773766915929e-08 -1.0441011750117469e-06 -1.4534085389072972e-06 -2.3929457317815552e-06 1.6725062379321201e-06 -2.0407629648389049e-07 7.3088109786567657e-08 -1.4494600796410851e-06 1.37226957103702e-06 -8.9135707789275207e-08 7.8386451411674035e-07 1.2957862743689931e-06 -1.2442691998925371e-06 -6.8150398443609259e-07 6.0672103298234763e-07
leaf_weight=33 20 26 22 20 20 20 213 20 22 20 20 20 20 2095 21 95 20 20 26 27 24 20 20 31 27 47 32 26 38 56
leaf_count=33 20 26 22 20 20 20 213 20 22 20 20 20 20 2095 21 95 20 20 26 27 24 20 20 31 27 47 32 26 38 56
internal_value=0 -1.32518e-07 1.61527e-08 -1.67072e-08 -4.32355e-07 5.33288e-08 -5.45632e-09 7.12716e-08 7.26671e-09 1.20787e-08 6.41743e-09 1.29861e-08 2.27755e-07 -3.19218e-09 -1.76939e-07 -3.6931e-08 -1.96104e-07 1.54244e-08 -1.97019e-07 -5.34314e-08 -3.68298e-07 -1.32076e-06 6.12418e-08 6.8441e-07 -6.67997e-07 3.3483e-08 4.37674e-07 6.15155e-08 1.40951e-08 2.63837e-08
internal_weight=0 339 2782 319 46 273 253 233 2760 2738 2718 2698 189 2509 169 148 115 2489 195 175 148 46 102 55 47 2294 105 73 2189 2151
internal_count=3121 339 2782 319 46 273 253 233 2760 2738 2718 2698 189 2509 169 148 115 2489 195 175 148 46 102 55 47 2294 105 73 2189 2151
is_linear=0
shrinkage=0.1


Tree=8221
num_leaves=31
num_cat=0
split_feature=132 1185 1203 399 42 2 2 2 12 1 1429 0 3 15 4 50 159 133 49 42 52 48 15 12 12 16 12 43 12 16
split_gain=7.65376e-10 4.80316e-09 1.90267e-09 6.26417e-10 1.25614e-09 6.76152e-10 3.18933e-09 2.36421e-09 5.99067e-09 3.21918e-09 3.17256e-09 2.7791e-09 2.18472e-09 5.54126e-09 3.39515e-09 4.16833e-09 5.35769e-09 6.96157e-09 1.19426e-08 3.41541e-09 3.76487e-09 2.58469e-09 3.32356e-09 2.3488e-09 6.89496e-09 5.72055e-09 5.71274e-09 8.4196e-09 5.15979e-09 3.91123e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.065739999999999979 -0.067534999999999998 0.10613000000000002 0.10699500000000002 0.10327000000000001 0.095330000000000012 0.10171500000000001 0.11023000000000001 -0.082284999999999983 -0.063814999999999997 0.11171000000000002 0.033845000000000007 0.091320000000000012 0.087225000000000011 1.0000000180025095e-35 -0.046979999999999987 0.11603500000000001 -0.07167999999999998 -0.075224999999999986 -0.055554999999999993 0.089625000000000024 0.092995000000000008 0.057265000000000003 0.098330000000000015 -0.072269999999999987 0.10149500000000002 0.41370500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 7 -7 10 9 11 -5 -9 13 23 15 16 17 18 -14 20 -16 -22 -23 25 -25 -8 27 -26 -28 -30
right_child=1 3 -4 5 -6 6 12 8 -10 -11 -12 -13 14 -15 19 -17 -18 -19 -20 -21 21 22 -24 24 26 -27 28 -29 29 -31
leaf_value=-6.7730315827330024e-08 1.5205730181021086e-06 -1.3314706119415814e-08 -9.4954802583353231e-07 1.4547315948598778e-08 9.4598234711827994e-07 -1.1176579031096732e-06 9.2810217324768024e-08 -1.3151511086562098e-06 2.0526450578017831e-06 9.5091566003282848e-07 -1.1927714961178606e-06 3.3194600659737175e-07 3.2689789773500928e-07 -1.5987899798476845e-06 -1.5724139259310461e-06 -5.5451520112090742e-07 -1.5196416058565679e-07 -2.1716313540309783e-07 3.1727778995597574e-06 8.385168367415949e-07 -1.1617604937700065e-06 -2.0100371706228439e-07 1.1335057592987141e-06 1.5734486973647459e-06 -1.7065071443400278e-08 -2.0272654046493701e-06 1.3750469156744218e-06 -2.6487564829125178e-06 3.786376648154796e-07 -1.1819917241622921e-06
leaf_weight=194 21 39 28 2041 21 29 35 20 20 26 22 21 29 28 21 33 47 25 30 30 22 123 22 26 31 20 29 20 42 26
leaf_count=194 21 39 28 2041 21 29 35 20 20 26 22 21 29 28 21 33 47 25 30 30 22 123 22 26 31 20 29 20 42 26
internal_value=0 1.37059e-08 -1.78951e-07 2.71072e-09 3.22439e-07 -4.09684e-09 -9.19754e-08 2.32068e-08 5.33845e-07 8.04724e-08 1.67237e-09 -4.71516e-07 -4.54264e-08 -2.70857e-07 1.06238e-07 4.49957e-07 7.02992e-07 1.18136e-06 1.77396e-06 -1.52341e-07 -3.10456e-07 -1.51767e-07 1.47358e-09 -1.08489e-07 7.15683e-08 -6.78126e-07 -1.92276e-07 -1.0491e-06 2.5822e-07 -2.18074e-07
internal_weight=0 2899 222 2878 60 2818 668 2150 87 67 2063 41 639 257 382 164 131 84 59 218 188 167 145 229 174 55 148 51 97 68
internal_count=3121 2899 222 2878 60 2818 668 2150 87 67 2063 41 639 257 382 164 131 84 59 218 188 167 145 229 174 55 148 51 97 68
is_linear=0
shrinkage=0.1


Tree=8222
num_leaves=31
num_cat=0
split_feature=1211 50 12 2 3 43 43 3 49 1371 457 1371 150 1373 150 474 1455 15 49 484 42 52 42 4 482 50 52 128 15 3
split_gain=7.11894e-10 3.78924e-09 1.88303e-09 3.00046e-09 1.74609e-09 7.63652e-10 5.42418e-09 1.32914e-08 7.60089e-09 4.1379e-09 3.64886e-09 4.57581e-09 3.2093e-09 2.44312e-09 2.5645e-09 2.03943e-09 2.06869e-09 4.42779e-09 3.36883e-09 8.13184e-09 7.44127e-09 3.48889e-09 9.39919e-09 3.71941e-09 6.27088e-09 5.38303e-09 4.12655e-09 4.10973e-09 3.66475e-09 3.322e-09
threshold=0.087635000000000005 0.096900000000000014 0.090165000000000009 0.09142500000000002 -0.082974999999999979 -0.081944999999999976 -0.08287499999999999 -0.082234999999999989 0.065470000000000014 0.083235000000000017 0.10613500000000002 0.083235000000000017 0.10699000000000002 1.0000000180025095e-35 0.13361500000000004 0.10341500000000002 0.078065000000000009 -0.011859999999999997 0.11428500000000001 0.10126500000000001 0.081660000000000024 0.12445000000000002 0.087745000000000004 -0.016959999999999999 0.078475000000000017 0.090630000000000016 -0.015539999999999998 0.086435000000000012 -0.0096849999999999974 -0.085384999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 6 10 -8 -9 13 11 12 15 14 -7 16 18 -18 19 21 -20 23 -23 25 26 27 29 -1 -28 -25
right_child=1 -3 3 -5 -6 9 7 8 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 20 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=1.3153831321716929e-07 -2.240397231118198e-07 1.2178560776495337e-06 -1.4468533248646054e-06 8.856395195623788e-08 8.0655962035182582e-07 -3.2192559637113557e-08 2.8787368578427366e-06 1.1708335364346568e-06 -1.5227500819037233e-06 -1.3492909692066255e-06 -1.3367862194968438e-06 1.4873330932070011e-06 -9.3066353675415802e-07 7.5534711495259762e-07 -1.1430509419239701e-06 9.8457207865397911e-07 1.7358882830635704e-06 -1.4474650132826591e-07 2.2230171180126489e-06 -1.7957995872300807e-06 -4.4213354354641607e-07 -3.4518295713508291e-07 2.056255065748961e-06 -1.2547109957601922e-06 -2.0406510064471412e-06 1.5751936677096031e-06 5.6796754187998358e-07 -1.2977771593692855e-06 -9.2030704780519221e-07 -2.1634628400950381e-07
leaf_weight=235 31 30 20 35 35 2001 23 22 20 24 20 21 36 39 21 22 21 31 20 27 22 39 28 49 21 24 78 22 21 83
leaf_count=235 31 30 20 35 35 2001 23 22 20 24 20 21 36 39 21 22 21 31 20 27 22 39 28 49 21 24 78 22 21 83
internal_value=0 2.11806e-07 -3.76279e-08 -4.6977e-07 3.2249e-07 -1.07749e-08 6.70558e-08 9.46374e-07 -1.11825e-07 -4.38109e-08 -2.64619e-09 3.07073e-08 -8.55988e-09 -2.86089e-08 -4.37297e-08 3.61181e-08 7.17775e-09 6.14741e-07 -4.00469e-08 -9.81256e-08 8.26986e-07 -2.17303e-08 6.58403e-07 -1.07225e-07 -3.86176e-07 1.42936e-07 -2.35769e-07 9.18446e-09 2.52273e-07 -6.018e-07
internal_weight=0 151 121 55 66 2970 885 65 42 2085 820 800 779 2061 2022 743 721 52 669 627 42 600 67 533 252 281 231 257 99 132
internal_count=3121 151 121 55 66 2970 885 65 42 2085 820 800 779 2061 2022 743 721 52 669 627 42 600 67 533 252 281 231 257 99 132
is_linear=0
shrinkage=0.1


Tree=8223
num_leaves=31
num_cat=0
split_feature=401 1210 1210 1208 1208 1209 42 1213 403 1212 2 1213 1212 1213 132 1204 132 1186 1203 15 1210 1204 402 1211 402 1213 42 13 402 402
split_gain=7.0171e-10 8.43853e-10 8.4377e-10 8.76081e-10 9.51294e-10 8.03263e-10 2.01724e-09 1.06761e-09 9.11604e-10 1.42754e-09 6.54541e-09 3.41414e-09 1.60751e-09 1.20683e-09 1.15096e-09 1.284e-09 1.09203e-09 1.89809e-08 1.53541e-08 2.1079e-09 1.3679e-09 1.55793e-09 1.37307e-09 3.00098e-09 1.76756e-09 1.301e-09 7.65469e-09 4.66714e-09 1.24528e-09 1.0497e-09
threshold=0.13837000000000002 -0.38516499999999992 -0.099939999999999987 0.11846000000000001 0.098655000000000007 0.087485000000000021 0.086325000000000013 -0.065844999999999987 0.51370000000000016 -0.08867499999999999 0.084715000000000013 -0.088309999999999986 -0.063924999999999996 -0.060974999999999994 -0.43443999999999999 0.053645000000000005 -0.083284999999999984 1.0000000180025095e-35 0.089480000000000018 0.087825000000000014 -0.079504999999999978 -1.0000000180025095e-35 -0.45015499999999992 0.10809000000000001 -0.42072999999999994 0.093235000000000026 0.090990000000000015 -0.082574999999999982 0.10999000000000002 0.10323000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 7 -7 9 10 -4 -12 13 -11 -14 16 17 19 20 -16 -18 -22 23 -23 -24 28 27 -27 29 -26
right_child=-2 2 3 -5 -6 6 -8 -9 -10 12 11 -13 14 -15 15 -17 18 -19 -20 -21 21 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=5.0688043364227102e-07 -5.7611144560117591e-07 -5.205828254093508e-07 -1.4477236948705143e-06 6.3254143327640129e-07 -6.0307055447922796e-07 -3.7754421522563599e-07 1.0615865982117612e-06 5.4837221682646489e-07 4.8914947860118219e-07 1.3103120454616147e-07 1.2250134923998186e-06 -5.6145713443811475e-07 -7.4581876430914109e-07 1.1732152742638391e-06 -1.0195936891738097e-08 7.2556026893266794e-07 -6.5838631202965316e-07 3.0464753286824344e-06 -2.2739814773350039e-06 -1.0771067017210293e-06 8.1180773463529483e-07 -1.390492714328027e-06 9.2639250930287312e-07 1.7023168084051579e-07 -6.8768565608899046e-09 -1.476403422771e-06 1.8700838159209827e-06 6.1232003645272925e-07 -6.1751898704532131e-07 5.6990931192046905e-07
leaf_weight=33 21 31 35 22 26 33 25 20 37 25 23 20 21 20 117 24 31 21 30 22 24 22 21 28 2257 20 24 23 33 32
leaf_count=33 21 31 35 22 26 33 25 20 37 25 23 20 21 20 117 24 31 21 30 22 24 22 21 28 2257 20 24 23 33 32
internal_value=0 3.89829e-09 -1.51365e-09 3.78647e-09 -8.02987e-10 4.43763e-09 3.2113e-07 -2.81418e-08 -4.05104e-09 -1.04027e-08 -4.32361e-07 3.94097e-07 1.37285e-09 5.94224e-07 -8.32835e-09 -2.65327e-09 -9.11432e-09 2.44292e-07 -2.50456e-08 -1.7906e-07 1.78072e-09 1.00195e-08 2.1972e-09 -5.16487e-07 1.29583e-08 4.92893e-09 4.39363e-07 -3.59179e-07 -7.60641e-09 1.18656e-09
internal_weight=0 3100 3067 3036 3014 2988 78 53 2910 2873 78 43 2795 45 2750 2729 2705 160 2545 139 2515 2484 2460 50 2410 2389 67 43 2322 2289
internal_count=3121 3100 3067 3036 3014 2988 78 53 2910 2873 78 43 2795 45 2750 2729 2705 160 2545 139 2515 2484 2460 50 2410 2389 67 43 2322 2289
is_linear=0
shrinkage=0.1


Tree=8224
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 399 130 15 42 0 12 13 132 142 11 33 9 9 147 151 151 475 150 51 151 123 151 150 2 1373 151
split_gain=7.22705e-10 3.75537e-09 1.7603e-09 1.93843e-09 7.84963e-10 1.07719e-09 7.50579e-10 1.25591e-09 1.16869e-09 1.02556e-09 1.16654e-09 1.40102e-09 6.94602e-10 1.27338e-09 8.05834e-10 9.31959e-10 1.42023e-09 8.29956e-10 8.99217e-10 3.86027e-09 4.96104e-09 7.48634e-09 3.1826e-09 2.23292e-09 2.05954e-09 2.92245e-09 6.94376e-09 2.39969e-09 1.12983e-09 5.94781e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.065739999999999979 0.087100000000000025 0.084510000000000016 -0.049004999999999993 -0.09515499999999999 0.11418000000000002 -0.015039999999999998 -0.095229999999999995 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.089995000000000006 0.10750500000000002 0.099230000000000013 -0.085134999999999975 -0.085684999999999997 -0.085774999999999976 0.10874500000000002 -0.085164999999999977 -0.083969999999999975 0.084180000000000019 -0.16145499999999999 0.083895000000000011 0.087625000000000022 1.0000000180025095e-35 -0.0038099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -3 8 -8 -1 10 -10 -12 -6 -14 -15 17 -17 18 19 20 -16 22 -22 -20 25 -24 27 -27 -25 -30
right_child=1 4 -4 -5 12 -7 7 -9 9 -11 11 -13 13 14 15 16 -18 -19 23 -21 21 -23 24 28 -26 26 -28 -29 29 -31
leaf_value=3.7528829623349674e-07 1.3457155178219268e-06 -9.1473391908688691e-08 -1.0450787334277612e-06 -9.0686022477370899e-07 5.432608530683233e-07 7.5783791375627629e-07 -1.5176250371951029e-07 8.8232689385847609e-07 -6.2638649159415154e-07 -8.1579631774694962e-07 8.2191625394790166e-07 -3.4755588217194601e-07 -6.7952922425515029e-07 -5.6692560451665489e-07 -1.2318079779700181e-06 8.8269382617595668e-07 -2.1268319361666956e-07 4.7932262662340823e-07 -9.5273395485352157e-07 1.4614642601546145e-06 -1.0218904386341331e-06 1.9134408637949924e-06 -2.7242181040041317e-07 -3.0817299227734347e-08 -6.1872528848112026e-07 -3.6344698750261682e-07 2.0660379182118051e-06 7.4105220256889287e-07 -5.0372599936828793e-07 1.7715320700517626e-06
leaf_weight=38 21 28 21 25 23 32 23 24 24 26 21 20 28 25 27 29 20 35 26 21 26 23 58 2297 29 42 25 37 27 20
leaf_count=38 21 28 21 25 23 32 23 24 24 26 21 20 28 25 27 29 20 35 26 21 26 23 58 2297 29 42 25 37 27 20
internal_value=0 1.33048e-08 -1.73904e-07 -8.28861e-08 3.58252e-09 3.61493e-07 3.41557e-08 3.76283e-07 -9.04954e-08 -2.84998e-07 -7.26793e-08 2.51442e-07 -4.03799e-09 -8.5417e-09 -1.7518e-09 3.40113e-09 4.35601e-07 -4.46289e-09 -1.08333e-08 1.56019e-07 5.33437e-08 1.97923e-07 1.60943e-08 -3.1109e-08 1.57391e-07 2.96325e-07 6.13511e-07 1.5385e-07 -2.08862e-08 4.64469e-07
internal_weight=0 2899 222 201 2878 60 176 47 129 91 65 41 2818 2795 2767 2742 49 2693 2658 288 267 240 217 2370 191 162 104 79 2344 47
internal_count=3121 2899 222 201 2878 60 176 47 129 91 65 41 2818 2795 2767 2742 49 2693 2658 288 267 240 217 2370 191 162 104 79 2344 47
is_linear=0
shrinkage=0.1


Tree=8225
num_leaves=31
num_cat=0
split_feature=1429 1420 157 1429 1419 475 52 1425 157 155 156 160 157 484 15 51 156 484 156 15 457 150 151 447 376 40 16 123 123 40
split_gain=6.34489e-10 1.65228e-09 9.90032e-10 9.68749e-10 1.30066e-09 1.19852e-09 2.74399e-09 1.91677e-09 1.54868e-09 1.36945e-09 1.16731e-09 6.92498e-09 5.92553e-09 2.88776e-09 5.88614e-09 2.6424e-09 1.2692e-09 5.81828e-09 2.56213e-09 2.32271e-09 1.24525e-09 4.92838e-09 1.78797e-09 1.32659e-09 1.1591e-09 1.78786e-09 1.8211e-09 1.53214e-09 2.91687e-09 2.63764e-09
threshold=0.12521000000000002 -0.085599999999999996 -0.50331999999999988 0.11475 0.091465000000000005 -0.10664 -0.53964499999999982 0.09198000000000002 0.25201500000000004 0.11198500000000002 0.091255000000000017 -0.089744999999999978 -0.079969999999999986 0.088135000000000005 -0.03241999999999999 -0.10316499999999999 0.08759500000000002 0.085790000000000019 0.086945000000000008 -0.0088349999999999974 0.10613500000000002 0.12640500000000002 -0.53100499999999984 0.091515000000000013 0.086445000000000008 -0.049474999999999998 -0.13941499999999998 0.08592000000000001 0.087755000000000014 -0.07632499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 9 -8 10 16 -12 -13 14 15 -14 18 19 20 -18 22 -22 -7 24 27 26 -26 -24 -29 -30
right_child=-2 2 3 -5 -6 7 8 -9 -10 -11 11 12 13 -15 -16 -17 17 -19 -20 -21 21 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-7.0744135434848214e-07 5.6143747286796495e-07 -6.1050485337196176e-07 -1.3892350943933708e-06 6.2913303122513755e-07 -7.1423387453251059e-07 -8.8187364227728139e-07 -5.4345832108127903e-07 8.9129723346559343e-07 6.4431460676435868e-07 -6.7182931130007316e-07 -1.2421412695857727e-06 1.7823284925879629e-06 -5.977112817033361e-07 -8.7431114280889234e-07 1.9083911773859221e-06 7.4836772580511035e-07 7.1398387799909445e-07 -1.3777563651728997e-06 9.5109636391569061e-07 -6.1740469504911742e-07 1.2138107910472814e-06 -7.6449990217497542e-07 1.7273190702445816e-08 -6.0752195785036224e-07 7.2684428005231906e-08 -3.160604455326228e-07 1.3529163570638048e-06 -1.4321076361868889e-06 3.4604420093842239e-07 -8.8943569875465512e-07
leaf_weight=33 20 26 20 25 25 23 23 25 21 29 25 31 35 20 21 25 38 35 29 20 34 20 2320 35 20 22 25 21 48 27
leaf_count=33 20 26 20 25 25 23 23 25 21 29 25 31 35 20 21 25 38 35 29 20 34 20 2320 35 20 22 25 21 48 27
internal_value=0 -3.62062e-09 3.94981e-09 9.20156e-09 4.06458e-09 1.00664e-08 -4.18026e-07 1.94236e-08 2.34333e-08 1.19152e-08 1.88145e-08 2.83936e-07 5.72966e-07 2.01775e-07 4.67475e-07 -3.6845e-08 3.49466e-09 -3.5955e-07 1.63617e-08 2.54884e-07 5.91575e-09 4.81103e-07 -4.18268e-09 3.83435e-09 1.24519e-08 4.22735e-07 7.83924e-07 1.07405e-09 -3.90405e-07 -9.87286e-08
internal_weight=0 3101 3068 3042 3017 2992 64 2928 44 2903 2874 157 132 101 81 60 2717 93 2624 58 2595 54 2541 2518 2483 67 45 2416 96 75
internal_count=3121 3101 3068 3042 3017 2992 64 2928 44 2903 2874 157 132 101 81 60 2717 93 2624 58 2595 54 2541 2518 2483 67 45 2416 96 75
is_linear=0
shrinkage=0.1


Tree=8226
num_leaves=31
num_cat=0
split_feature=130 12 47 0 1 0 15 47 10 0 10 52 34 148 16 1 0 16 457 16 150 16 51 3 4 12 12 1419 474 0
split_gain=6.06209e-10 1.00612e-09 5.96914e-10 6.93397e-09 3.18201e-08 8.32492e-09 3.89324e-09 2.5463e-09 1.23054e-09 2.65002e-09 2.46214e-09 2.19755e-09 1.12693e-09 1.06426e-09 1.99761e-09 4.57611e-09 1.61677e-09 1.1294e-09 2.6438e-09 6.16559e-09 3.10061e-09 2.52122e-09 2.49933e-09 2.79427e-09 2.61904e-09 3.03703e-09 4.82561e-09 3.77611e-09 5.56267e-09 2.73193e-09
threshold=-0.22699999999999995 0.23631000000000002 0.092165000000000011 -0.10224499999999999 0.099660000000000012 -0.09595999999999999 -0.18895499999999996 0.090100000000000013 -0.0093599999999999985 -0.084804999999999978 -1.0000000180025095e-35 -0.063789999999999986 -0.057544999999999992 -0.10069499999999999 -0.54165499999999989 0.10439500000000002 -0.23194499999999998 -0.0094449999999999968 0.10259500000000001 -0.0087049999999999992 0.10335500000000002 -0.008069999999999999 0.10736500000000002 0.11658 -0.51843499999999987 0.096395000000000022 0.097325000000000009 0.086505000000000012 -0.082254999999999981 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 -5 -6 8 9 -2 -10 -11 -12 -14 15 -15 -16 -18 19 -19 21 -21 23 24 -23 27 -27 28 -26 -28
right_child=1 -3 3 5 6 -7 -8 -9 10 11 12 -13 13 14 16 -17 17 18 -20 20 -22 22 -24 -25 25 26 29 -29 -30 -31
leaf_value=-4.808516496705824e-07 1.0524153516046551e-06 7.1100869618589974e-07 -4.0865860035758623e-06 2.0021920214219336e-06 1.3569772060388157e-06 -3.5157275204452035e-08 -2.9198905319087015e-07 1.1118337224182878e-06 -1.0602958776670137e-06 3.6574532419100925e-07 6.702334903820884e-07 -8.6883161585438717e-07 6.4485117457024903e-07 2.3595080413940651e-07 7.8739937696180012e-07 -1.5145806786774433e-06 4.5522660288107048e-08 -1.741616245493313e-06 8.7855053194558688e-07 -1.2291068577496845e-06 8.8336694670232419e-07 -1.1670888975109287e-06 6.4009541114790582e-07 6.7711358752831075e-07 -1.6716776905202004e-06 1.5042275217638235e-06 7.2825323214649535e-07 9.5607686603216288e-07 -2.4267432619744276e-07 -2.5878803809004768e-07
leaf_weight=26 35 20 23 22 21 227 45 21 22 46 25 21 25 32 26 28 1572 23 27 20 32 26 44 40 29 25 38 24 449 107
leaf_count=26 35 20 23 22 21 227 45 21 22 46 25 21 25 32 26 28 1572 23 27 20 32 26 44 40 29 25 38 24 449 107
internal_value=0 4.03587e-09 -5.62328e-10 -1.25938e-07 -8.83533e-07 1.44849e-07 2.32682e-07 1.49206e-08 6.43935e-09 3.4719e-07 -6.85696e-09 -2.12116e-08 2.08427e-09 -4.42283e-09 -1.08083e-08 -5.80964e-07 2.97467e-09 -5.3295e-09 -9.57589e-08 -1.26455e-07 -8.19119e-08 -1.20427e-07 -9.20718e-08 -1.35724e-07 -1.82305e-07 -1.44203e-07 2.21112e-07 -2.67915e-07 -3.29371e-07 -1.15153e-10
internal_weight=0 3095 3075 338 89 249 66 2737 2716 102 2614 67 2592 2567 2542 60 2482 2456 884 857 834 802 782 738 698 672 170 502 478 145
internal_count=3121 3095 3075 338 89 249 66 2737 2716 102 2614 67 2592 2567 2542 60 2482 2456 884 857 834 802 782 738 698 672 170 502 478 145
is_linear=0
shrinkage=0.1


Tree=8227
num_leaves=31
num_cat=0
split_feature=12 130 147 142 45 2 1426 1426 147 52 16 16 16 481 1 4 4 403 1455 482 52 16 16 12 3 132 2 4 3 15
split_gain=6.43787e-10 1.24029e-09 6.97239e-10 1.63313e-09 1.2885e-09 4.56002e-09 1.09303e-09 1.18632e-09 1.09202e-09 8.87011e-10 2.37749e-09 2.48429e-09 2.7682e-09 2.07148e-09 9.8945e-09 3.10143e-09 5.37992e-09 4.796e-09 2.12586e-09 3.1698e-09 2.06301e-09 2.02203e-09 4.09131e-09 9.04249e-09 3.90771e-09 3.01748e-09 3.00883e-09 2.53811e-09 2.98032e-09 2.70077e-09
threshold=0.23631000000000002 -0.22461999999999996 0.11204500000000002 -0.057499999999999989 0.083445000000000005 0.11389000000000002 -0.094284999999999994 -0.068029999999999993 0.094705000000000011 0.091275000000000009 0.15891500000000003 0.062650000000000025 0.054560000000000004 -0.081539999999999987 0.077565000000000009 -0.081224999999999978 -0.07958999999999998 -0.073254999999999987 0.10861000000000001 0.088770000000000002 0.090645000000000017 -0.040964999999999994 -0.072359999999999994 0.096990000000000007 -0.065819999999999976 0.038060000000000004 0.087415000000000007 -0.076779999999999987 -0.072624999999999981 -0.11033999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 -8 9 20 11 12 13 14 -11 17 -17 -15 19 21 -9 22 25 -24 -25 27 -23 -18 -29 -30
right_child=-2 2 -4 4 5 -7 7 8 -10 10 -12 -13 -14 15 -16 16 18 -19 -20 -21 -22 26 23 24 -26 -27 -28 28 29 -31
leaf_value=6.7871561310750156e-07 -5.2711244865369498e-07 9.0250740001351917e-07 -5.9053680033116509e-07 7.0615828090839474e-07 -1.6606883724534784e-06 3.6515018177851744e-07 -6.6114503780496581e-07 1.89114585533937e-08 5.5212503179783805e-07 1.8465043513902789e-06 -9.0583743956683195e-07 8.6170419483063864e-07 -1.1542340696261514e-06 -1.8808583362783794e-06 -1.0104397329190431e-06 1.3489717578825853e-06 -1.184676253680144e-06 -1.4340149213713883e-07 -1.0875974207162169e-06 7.5613103150729774e-07 1.0391082803096197e-06 7.1198410330649057e-08 1.6869545505627278e-06 -1.4525337451232191e-06 4.587123829997322e-07 -1.3791134878457259e-06 -1.3249717947398191e-06 2.8060051630889219e-07 -2.6243090765952681e-08 -1.3561664708014668e-06
leaf_weight=27 23 20 20 22 20 25 27 2219 36 27 35 28 24 24 22 27 21 47 21 43 20 29 38 20 23 22 33 115 37 26
leaf_count=27 23 20 20 22 20 25 27 2219 36 27 35 28 24 24 22 27 21 47 21 43 20 29 38 20 23 22 33 115 37 26
internal_value=0 3.91051e-09 -2.02232e-09 1.83553e-09 -4.10754e-09 -5.35223e-07 3.89654e-09 -1.31593e-09 4.74991e-09 -2.04275e-09 -1.03735e-07 -5.89608e-08 -1.01997e-07 -5.80774e-08 5.63795e-07 -1.16008e-07 -2.00878e-08 -7.30711e-07 -1.06454e-07 -5.58296e-08 2.80244e-08 -1.51748e-07 -4.49569e-08 5.63012e-07 -4.30239e-07 -2.67787e-07 -6.71924e-07 -1.44927e-07 -2.22599e-08 -5.751e-07
internal_weight=0 3098 3071 3051 3031 45 2986 2964 2937 2901 662 627 599 575 49 526 455 71 428 407 2239 364 302 81 43 221 62 199 178 63
internal_count=3121 3098 3071 3051 3031 45 2986 2964 2937 2901 662 627 599 575 49 526 455 71 428 407 2239 364 302 81 43 221 62 199 178 63
is_linear=0
shrinkage=0.1


Tree=8228
num_leaves=31
num_cat=0
split_feature=421 9 2 10 2 11 149 97 132 1203 393 50 131 400 16 1 153 473 13 13 49 4 16 4 3 42 42 0 1210 42
split_gain=7.74689e-10 1.31668e-09 1.49044e-09 1.33387e-09 3.53825e-09 1.67374e-09 1.11186e-09 7.10642e-10 6.68753e-10 1.88092e-08 1.11622e-08 2.9059e-09 6.7659e-10 8.33542e-10 7.09908e-10 6.57906e-10 6.6623e-10 1.10239e-09 7.59434e-10 1.61602e-09 4.45618e-09 1.26337e-09 2.03309e-09 1.15518e-09 6.65537e-09 1.29267e-09 7.30267e-09 1.72841e-08 4.8093e-09 4.40261e-09
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 0.053330000000000009 -0.15339499999999998 -1.0000000180025095e-35 0.091325000000000003 -0.086244999999999988 -0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 -0.076979999999999979 0.11741500000000001 -0.090764999999999985 0.15799000000000005 1.0000000180025095e-35 -0.072684999999999986 -0.41572999999999993 -0.17933499999999997 -1.0000000180025095e-35 -0.059649999999999988 -0.087484999999999993 -0.51843499999999987 -0.045649999999999989 0.087505000000000013 0.087075000000000014 -0.085754999999999984 -0.090569999999999998 0.087745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 -7 9 11 15 12 -9 14 -14 16 17 -10 21 20 -20 -19 -23 24 -21 26 28 -28 -25 -27
right_child=1 2 -4 4 -6 6 -8 8 10 -11 -12 -13 13 -15 -16 -17 -18 18 19 23 -22 22 -24 25 -26 29 27 -29 -30 -31
leaf_value=-6.2037668556058636e-07 8.3565785165736405e-07 2.6228859994148483e-08 1.1844166674279679e-06 3.5427322667861258e-07 -1.4814189853495919e-06 5.3538316706180918e-07 -5.1367966740318005e-07 4.1572056694860751e-07 7.1931465403064401e-07 3.0900090609975451e-06 -2.3671932689239839e-06 -1.2724457747026463e-06 4.2724641630798032e-07 -6.9167016135907034e-07 -1.3293202436013575e-07 -5.0659040869049934e-07 -4.3772308860105009e-07 8.3819516751465671e-07 5.1724117795970418e-07 5.4246296106915304e-07 -1.4853979855615763e-06 4.7412843381759257e-07 -7.8336542401302729e-07 -1.2590992607134209e-06 -1.8643263791773282e-06 -1.2873081549640057e-06 3.4959071227547157e-06 -6.1172162602252641e-07 6.411273728979599e-08 -3.5243465778962719e-08
leaf_weight=20 24 25 20 21 21 25 42 32 22 20 20 20 30 20 92 25 33 29 20 27 25 36 20 28 20 29 20 21 1445 889
leaf_count=20 24 25 20 21 21 25 42 32 22 20 20 20 30 20 92 25 33 29 20 27 25 36 20 28 20 29 20 21 1445 889
internal_value=0 3.99722e-09 5.40979e-07 -3.90991e-09 -5.63573e-07 3.88898e-09 -2.78743e-09 4.49123e-09 -4.9415e-11 1.70133e-07 -1.34932e-08 -1.30885e-07 3.29317e-10 -9.328e-08 4.81677e-09 4.01296e-09 8.80466e-09 1.44054e-08 8.46131e-09 -1.43955e-09 -5.95336e-07 3.02459e-07 2.50235e-08 9.34115e-09 -4.81703e-07 1.88309e-08 7.56011e-08 1.392e-06 3.896e-08 -7.47967e-08
internal_weight=0 3101 45 3056 42 3014 2990 2948 2923 214 2709 194 174 142 122 2689 2664 2631 2609 2524 45 85 56 2479 47 2432 1514 41 1473 918
internal_count=3121 3101 45 3056 42 3014 2990 2948 2923 214 2709 194 174 142 122 2689 2664 2631 2609 2524 45 85 56 2479 47 2432 1514 41 1473 918
is_linear=0
shrinkage=0.1


Tree=8229
num_leaves=31
num_cat=0
split_feature=132 393 1203 46 150 45 11 12 33 34 9 4 124 2 12 151 42 42 1429 1429 16 0 1213 13 402 0 42 1210 51 52
split_gain=6.36651e-10 3.82659e-09 2.66384e-09 6.54197e-10 8.38717e-10 1.01391e-09 4.27856e-09 8.64724e-10 9.06557e-10 1.31616e-09 9.98079e-10 1.3953e-08 1.12131e-09 1.56773e-09 1.35104e-09 1.10293e-09 4.41822e-09 1.12688e-08 9.16261e-09 5.83691e-09 5.72917e-09 2.19543e-09 5.74887e-09 1.23574e-08 1.20531e-08 3.66953e-09 9.63205e-09 3.38279e-09 3.27348e-09 4.22281e-09
threshold=-0.083174999999999985 0.12069000000000002 0.088820000000000024 -0.052299999999999992 -0.15178999999999995 0.094030000000000016 -0.014494999999999999 -0.14757499999999998 -0.0066799999999999993 -0.085739999999999983 -1.0000000180025095e-35 0.053180000000000012 -0.082254999999999981 0.092875000000000013 -0.089199999999999988 -0.085134999999999975 0.083715000000000026 0.083995000000000014 0.083725000000000008 0.083595000000000017 -0.0073349999999999986 -0.086729999999999988 0.04198000000000001 -0.087074999999999986 0.10607000000000001 -0.086234999999999992 0.08623500000000002 -0.065104999999999982 -0.10316499999999999 -0.19683499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 6 -6 -8 -9 -10 11 -11 13 -12 -14 16 19 -18 20 -16 -19 22 24 -24 27 26 -23 -17 -29 -30
right_child=1 -3 -4 4 5 -7 7 8 9 10 12 -13 14 -15 15 21 17 18 -20 -21 -22 25 23 -25 -26 -27 -28 28 29 -31
leaf_value=-3.1610861421690929e-08 -5.6724929635265649e-07 1.3574852625013245e-06 -1.0750103119302627e-06 5.2399315393358852e-07 1.3966657511652806e-06 -5.4179061429656083e-07 -4.1551694948793741e-07 5.418385399025283e-07 -6.3954436626545439e-07 2.1279781339427036e-06 9.8863842044220983e-07 -1.0132851670160534e-06 -7.2064507321556454e-07 9.748103564030461e-08 8.8499247668510232e-08 -1.4238439393921001e-06 2.418704836928656e-06 1.5570483104251515e-06 -1.6847141213557653e-06 -1.8020790139416932e-06 -2.6557424641115335e-07 2.4826760923566501e-06 -8.6011450523825345e-07 2.2681713358809118e-06 -1.9508885176177365e-06 1.3236927505186518e-08 -5.1146757597693562e-07 -1.0171737886667945e-06 1.034526956252247e-06 -1.119615486087451e-07
leaf_weight=194 20 21 28 31 22 34 50 31 32 26 26 31 27 82 89 20 27 35 22 20 34 21 23 28 39 1432 22 37 34 583
leaf_count=194 20 21 28 31 22 34 50 31 32 26 26 31 27 82 89 20 27 35 22 20 34 21 23 28 39 1432 22 37 34 583
internal_value=0 1.24994e-08 -1.63211e-07 2.6854e-09 6.67375e-09 1.00098e-09 7.60854e-09 -3.4197e-09 4.15283e-09 -2.04354e-09 5.63141e-09 4.19572e-07 -3.43995e-09 3.12019e-07 -1.7106e-08 -9.40305e-09 2.00631e-07 6.24648e-07 9.23457e-08 -2.58396e-07 6.58944e-07 -3.06973e-08 -1.68286e-07 8.57376e-07 -2.4165e-07 4.05689e-08 9.50789e-07 -1.42748e-07 -1.0357e-07 -4.87839e-08
internal_weight=0 2899 222 2878 2858 2827 2793 2771 2721 2690 2658 57 2601 108 2493 2466 227 118 91 109 69 2239 764 51 713 1475 43 674 654 617
internal_count=3121 2899 222 2878 2858 2827 2793 2771 2721 2690 2658 57 2601 108 2493 2466 227 118 91 109 69 2239 764 51 713 1475 43 674 654 617
is_linear=0
shrinkage=0.1


Tree=8230
num_leaves=31
num_cat=0
split_feature=132 50 132 1203 1201 480 480 160 481 1 480 1 33 1 1 1 2 1210 160 160 1429 50 1 43 1 1 130 2 13 12
split_gain=6.22099e-10 1.88677e-08 1.01117e-08 3.5219e-09 6.56967e-10 6.32992e-10 8.31444e-10 1.43519e-09 1.18638e-09 9.63662e-10 1.62186e-08 1.4293e-08 1.74282e-08 1.42047e-08 5.10896e-09 6.14781e-09 2.50207e-09 2.13475e-09 1.92457e-09 2.31508e-09 1.91924e-09 2.49178e-09 2.36697e-09 6.31554e-09 1.92293e-09 6.82651e-09 3.54157e-09 4.07075e-09 4.27213e-09 1.97392e-09
threshold=-0.083284999999999984 0.10022000000000002 -0.076764999999999986 0.089480000000000018 -0.08261499999999998 0.12769000000000003 0.11387000000000001 -0.55323499999999981 -0.16223499999999996 0.091345000000000023 0.10272000000000002 0.09202500000000001 -0.0066799999999999993 0.093100000000000002 0.093700000000000019 0.094465000000000007 -0.0091949999999999983 -0.42132499999999995 0.11205000000000002 0.096860000000000016 0.098495000000000013 0.13276000000000002 0.090130000000000016 -0.041739999999999992 0.085475000000000009 0.084785000000000013 -1.0000000180025095e-35 0.087855000000000003 -0.082574999999999982 0.078300000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 7 -6 -9 10 16 -11 -13 -14 -15 -16 -10 -18 19 -17 21 22 24 -24 25 29 -26 28 -28 -19
right_child=2 -3 4 -5 5 -7 -8 8 9 11 -12 12 13 14 15 18 17 20 -20 -21 -22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=1.6090949356970505e-09 -2.1986478477250179e-06 3.0126249282061292e-06 5.6095292975333865e-07 -1.3979654079321337e-06 -6.0336481478537823e-07 -5.3475070971713163e-07 6.3061689247877533e-07 6.6715032268668309e-07 1.094012476901948e-06 -2.156619939519544e-06 2.5745604722260397e-06 2.7112786155399867e-06 -2.1129153834188016e-06 1.5406993227207706e-06 -1.6161228280964225e-06 6.292608826126593e-09 9.9778060736016864e-07 3.6214369386056159e-07 7.8008584024803808e-07 -9.9026625785351525e-07 -9.6673874438801302e-07 8.4255651499380989e-07 5.065949582103713e-07 -1.6454720624399975e-06 1.4430150818848612e-06 -1.8727526207840128e-06 4.8688464175938868e-07 1.0921863081805709e-06 -7.4405984609472669e-07 -5.0095659792738924e-08
leaf_weight=178 21 21 21 20 39 22 21 27 21 32 25 23 33 21 24 812 21 128 31 24 21 34 25 30 24 20 54 34 59 1255
leaf_count=178 21 21 21 20 39 22 21 27 21 32 25 23 33 21 24 812 21 128 31 24 21 34 25 30 24 20 54 34 59 1255
internal_value=0 1.62522e-07 -1.22641e-08 -1.39762e-07 3.67277e-09 -4.19143e-10 3.72296e-09 -9.50369e-10 7.50685e-09 1.03271e-09 4.57601e-08 -7.7285e-08 -8.54669e-09 -7.47435e-08 -9.93852e-10 -3.73301e-08 9.1321e-09 -4.23007e-09 6.37355e-09 -2.23167e-08 -1.67254e-08 -4.72889e-09 -2.24132e-08 -6.6726e-07 1.19583e-10 -3.84681e-08 3.16719e-07 1.32834e-07 -1.55821e-07 -1.19419e-08
internal_weight=0 219 2902 198 2881 2860 2838 2817 2778 2751 1751 1000 968 945 912 891 1726 1705 867 836 1684 1663 1629 55 1574 1403 171 147 113 1383
internal_count=3121 219 2902 198 2881 2860 2838 2817 2778 2751 1751 1000 968 945 912 891 1726 1705 867 836 1684 1663 1629 55 1574 1403 171 147 113 1383
is_linear=0
shrinkage=0.1


Tree=8231
num_leaves=31
num_cat=0
split_feature=130 12 46 474 97 374 16 1453 158 13 160 12 13 157 156 131 1455 133 133 133 159 2 43 13 157 1 42 2 0 52
split_gain=6.17975e-10 9.67805e-10 6.39284e-10 1.09397e-09 1.09137e-09 1.69378e-09 1.01326e-09 1.69095e-09 3.23514e-09 3.96645e-09 1.79034e-09 4.5127e-09 2.63135e-09 3.92328e-09 3.24549e-09 2.58601e-09 5.09434e-09 2.50492e-09 7.15747e-09 5.51959e-09 3.12249e-09 2.51577e-09 5.50423e-09 2.18226e-09 2.59216e-09 4.2091e-09 6.30455e-09 3.20561e-09 1.79309e-09 3.06703e-09
threshold=-0.22699999999999995 0.23631000000000002 0.084955000000000017 0.11568500000000002 -0.086464999999999986 0.08987500000000001 0.0065250000000000004 -0.079219999999999985 1.0000000180025095e-35 -0.073839999999999975 -0.072114999999999985 0.094435000000000005 -0.07692499999999998 -0.080799999999999983 0.091335000000000013 0.11863000000000001 -0.037084999999999993 0.089200000000000015 0.093255000000000018 0.086910000000000015 0.03981500000000001 0.09580000000000001 -1.0000000180025095e-35 -0.075974999999999987 -0.00078499999999999989 0.10205500000000002 -0.0072999999999999992 0.11093500000000002 -0.080499999999999988 -0.42058999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 10 -10 11 12 -9 -14 -15 16 -12 19 -19 20 21 22 -18 -23 -25 26 -26 -27 -20 -30
right_child=1 -3 -4 -5 5 -7 7 8 9 -11 15 -13 13 14 -16 -17 17 18 28 -21 -22 23 -24 24 25 27 -28 -29 29 -31
leaf_value=-4.8549007341482426e-07 -6.8559194047516625e-07 6.9746015270766296e-07 3.7371530892313686e-07 -5.5395599486295234e-07 3.1801257107478251e-08 7.535067340569413e-07 7.7969053249727863e-07 -7.684574200693208e-07 -1.8261375835493255e-06 -1.9220827224531745e-07 1.0092971332429251e-06 1.2961417688472922e-06 -8.183964971728777e-07 1.1321814001568219e-07 1.7690802712877488e-06 -1.1871407042710178e-06 -8.4674013746563857e-08 -2.0628702578470928e-06 -7.930231929671144e-07 1.5056549685931759e-06 -1.3177636462428797e-06 1.0447278918708966e-06 -1.7560633377797786e-06 7.1902988401152706e-07 3.6530992853537706e-07 1.3892495840908935e-06 -1.5739195541635509e-06 -3.3805410825358368e-07 1.1684280241297531e-06 -4.1992912487800034e-07
leaf_weight=26 23 20 45 36 2218 30 21 35 24 39 38 32 22 29 20 23 93 26 28 21 22 24 25 39 30 22 38 21 20 31
leaf_count=26 23 20 45 36 2218 30 21 35 24 39 38 32 22 29 20 23 93 26 28 21 22 24 25 39 30 22 38 21 20 31
internal_value=0 4.08049e-09 -4.29291e-10 -5.98589e-09 6.02924e-10 5.9151e-09 -1.71079e-09 -1.04518e-07 -1.30969e-07 -8.14658e-07 -6.35629e-08 2.55368e-07 -5.88283e-08 2.90989e-07 7.8908e-07 -1.51412e-07 -1.01576e-07 -1.97515e-07 -6.237e-07 -6.39342e-08 -1.68907e-07 -8.2349e-08 -4.38782e-07 1.5937e-07 1.77125e-08 -2.28696e-07 -7.18377e-07 5.45683e-07 -1.50049e-07 2.02956e-07
internal_weight=0 3095 3075 3030 2994 2971 2941 723 702 63 639 138 106 71 49 501 478 440 105 335 314 292 118 174 150 111 68 43 79 51
internal_count=3121 3095 3075 3030 2994 2971 2941 723 702 63 639 138 106 71 49 501 478 440 105 335 314 292 118 174 150 111 68 43 79 51
is_linear=0
shrinkage=0.1


Tree=8232
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 15 4 142 11 33 34 2 15 39 13 147 4 4 147 1185 403 150 15 14 1456 483 479 40 48 40 4
split_gain=6.45769e-10 3.37443e-09 1.64103e-09 6.30607e-10 1.26585e-09 2.15838e-09 8.84047e-10 1.86472e-09 2.01822e-09 1.06886e-09 1.35826e-09 5.4114e-09 1.26979e-08 4.05466e-09 1.22376e-09 1.09797e-09 2.24918e-09 1.24352e-09 1.05267e-09 1.7759e-09 9.28621e-10 1.10689e-09 1.68456e-09 2.06109e-09 1.70923e-09 1.33687e-09 9.74777e-10 1.69744e-09 1.25522e-09 2.15931e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.23631000000000002 -0.5556049999999999 0.62931500000000018 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 -0.112215 -0.0050599999999999994 -0.10203999999999998 0.089790000000000023 -0.0072999999999999992 0.099730000000000027 0.50996500000000011 0.50500500000000004 0.093875000000000014 0.085905000000000009 -0.081499999999999989 -0.15178999999999995 -0.40580499999999992 -0.23960999999999996 0.12034500000000002 -0.47181499999999993 0.11469500000000001 -0.083564999999999987 0.084485000000000018 -0.079414999999999986 0.0049200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 -6 -8 -9 -10 11 12 -11 -13 15 16 17 18 20 -20 -12 -22 -23 24 -24 26 27 -26 29 -28
right_child=1 3 -4 -5 6 -7 7 8 9 10 14 13 -14 -15 -16 -17 -18 -19 19 -21 21 22 23 -25 25 -27 28 -29 -30 -31
leaf_value=-6.3211497991944322e-08 1.275607872317085e-06 -1.6840652762084573e-07 -8.9504365034911273e-07 -5.1815484509817278e-07 6.3105812893643984e-07 1.3007350518989826e-06 -8.1731257556124813e-07 -9.7372359440279479e-07 -7.1802392710651474e-07 2.7205648236190428e-06 6.5188136773031151e-07 3.0658991350699188e-07 -4.6664577939736777e-07 -1.4446917379018488e-06 6.4727931216609633e-07 -4.797702373456521e-07 9.1083890673097051e-07 -7.3867904525879728e-07 -2.525262135103882e-07 8.5799740598228409e-07 -7.3882919118145334e-07 8.4204555743939551e-07 8.5115323095717186e-07 -7.9089033319820275e-07 2.0546688465796961e-07 -8.2921956721548897e-07 1.2917637930343062e-06 -9.4489759810546197e-07 -8.2306141725869256e-09 -1.7769370003861697e-07
leaf_weight=195 21 20 27 23 22 20 28 21 20 25 21 39 25 20 29 48 27 23 24 36 21 23 23 34 23 20 20 29 2194 20
leaf_count=195 21 20 27 23 22 20 28 21 20 25 21 39 25 20 29 48 27 23 24 36 21 23 23 34 23 20 20 29 2194 20
internal_value=0 1.25838e-08 -1.6438e-07 3.36782e-09 7.56923e-09 5.66164e-07 -3.68175e-10 -5.34182e-09 2.88067e-09 1.03547e-08 1.57025e-08 3.6157e-07 1.12696e-06 -2.87065e-07 1.28588e-09 -5.95844e-09 3.00254e-09 -6.75914e-09 7.00363e-12 4.13788e-07 -1.02182e-08 -1.59947e-08 -9.63284e-09 -1.79226e-08 -6.63835e-09 -1.5194e-08 -8.07212e-09 -4.36083e-07 1.89053e-09 5.57035e-07
internal_weight=0 2899 222 2878 2855 40 2815 2793 2765 2744 2724 109 50 59 2615 2586 2538 2511 2488 60 2428 2407 2386 2363 2329 2306 2286 52 2234 40
internal_count=3121 2899 222 2878 2855 40 2815 2793 2765 2744 2724 109 50 59 2615 2586 2538 2511 2488 60 2428 2407 2386 2363 2329 2306 2286 52 2234 40
is_linear=0
shrinkage=0.1


Tree=8233
num_leaves=31
num_cat=0
split_feature=9 12 33 34 9 147 147 150 49 147 2 15 10 132 1203 1185 50 1204 12 132 131 131 480 13 15 13 42 160 12 12
split_gain=6.08523e-10 4.30299e-09 2.53054e-09 8.8693e-10 3.1724e-09 7.15635e-10 1.25382e-09 7.8751e-10 5.35816e-09 1.70523e-09 7.45806e-10 1.13718e-08 4.29414e-09 6.83685e-10 1.90011e-08 1.09134e-08 3.6353e-09 8.34706e-10 3.38607e-09 2.69138e-09 7.90117e-10 8.3968e-09 3.60744e-09 2.80291e-09 6.16149e-09 3.63383e-09 2.38454e-09 2.14702e-09 1.79035e-09 3.44499e-09
threshold=0.092235000000000011 -0.010834999999999999 -0.018454999999999996 -0.08786999999999999 0.084755000000000011 0.11204500000000002 0.099730000000000027 0.12640500000000002 -0.045154999999999994 0.092070000000000013 -0.0050599999999999994 -0.10203999999999998 -0.0087699999999999983 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.077669999999999989 0.087505000000000013 -0.011165 0.090690000000000007 0.090150000000000022 0.11240000000000001 -0.077944999999999987 -0.0072999999999999992 -0.074519999999999989 0.094365000000000018 -0.55248999999999981 0.089085000000000011 0.095330000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 7 9 -9 10 11 -5 -13 14 16 -15 -12 18 -17 -20 21 22 27 24 -22 -25 28 -19 -27 -30
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 13 12 -14 15 -16 17 -18 20 19 -21 23 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=1.1271389524836196e-06 7.2331934340443536e-07 -1.0584778033348537e-06 6.0411814312525778e-07 2.0138744941959889e-06 -1.1513347369411045e-06 -5.7874483817819231e-07 7.9618513645129955e-07 5.6981830941335182e-07 -1.4443553204728233e-06 7.3466443737402189e-07 -6.3272851317027773e-09 3.5656996672628338e-07 -1.690843713558501e-06 -2.2391263676333688e-06 2.9479715708062445e-06 -7.1656796375340159e-07 -1.4311924880416882e-06 -7.6539023614084459e-07 2.044749297772686e-07 1.6745985882948843e-06 1.1541748786488857e-07 -2.0220853351864725e-06 9.4025188807277939e-07 -1.1801850432675565e-06 2.1191659497855566e-06 -6.3818909126212029e-07 8.600298693964119e-07 -1.664079248618326e-08 8.3579965978028023e-07 -3.7673219445500681e-07
leaf_weight=20 23 33 24 25 24 21 20 28 25 32 171 20 21 22 22 22 20 39 33 20 57 21 39 25 21 40 34 2124 42 53
leaf_count=20 23 33 24 25 24 21 20 28 25 32 171 20 21 22 22 22 20 39 33 20 57 21 39 25 21 40 34 2124 42 53
internal_value=0 -3.26668e-07 5.97294e-09 -1.39104e-09 -6.20144e-09 2.9688e-09 7.07363e-09 1.73458e-09 -3.80264e-07 8.70871e-09 6.17251e-10 3.32887e-07 -6.92105e-07 -7.20086e-09 1.65021e-07 -2.13534e-08 -1.55528e-07 -2.36856e-09 3.26335e-07 7.59239e-07 -1.22494e-08 -3.1934e-08 -1.29543e-08 1.48628e-07 6.54888e-07 -5.49196e-08 1.1154e-07 -3.01411e-08 -7.69688e-08 1.59335e-07
internal_weight=0 56 3065 3045 3021 2997 2976 2956 53 2903 2871 66 41 2805 213 2592 191 2570 75 53 2495 2223 2202 272 78 194 169 2163 135 95
internal_count=3121 56 3065 3045 3021 2997 2976 2956 53 2903 2871 66 41 2805 213 2592 191 2570 75 53 2495 2223 2202 272 78 194 169 2163 135 95
is_linear=0
shrinkage=0.1


Tree=8234
num_leaves=31
num_cat=0
split_feature=97 374 120 13 130 16 13 402 1212 402 11 9 13 33 3 128 42 402 129 2 42 4 129 11 157 13 13 132 42 3
split_gain=6.4989e-10 1.72331e-09 1.32186e-09 1.06072e-09 7.38404e-09 5.52078e-09 1.2864e-09 1.08898e-09 1.08434e-09 1.33974e-09 9.54521e-10 1.44541e-09 4.1757e-09 2.43768e-09 1.03903e-09 4.7109e-09 3.00971e-09 2.4158e-09 2.99002e-09 4.32382e-09 4.43975e-09 1.76357e-09 1.55121e-09 1.46192e-09 3.34343e-09 3.35575e-09 6.03977e-09 2.07025e-09 2.06043e-09 1.39213e-09
threshold=-0.086464999999999986 0.08987500000000001 0.090440000000000006 0.24813000000000004 -0.23123999999999997 -0.10850999999999998 0.27020000000000005 0.31278000000000006 0.15049500000000002 0.13597000000000001 -0.011194999999999998 0.092235000000000011 -0.0087749999999999981 -0.0066799999999999993 -0.094874999999999987 0.085955000000000018 -0.22961999999999996 0.087880000000000014 0.086095000000000019 0.083715000000000026 0.079510000000000011 -0.51843499999999987 0.11234000000000001 0.078340000000000007 -0.04831499999999999 0.086705000000000018 0.097995000000000013 0.081160000000000024 0.089015000000000025 -0.086424999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 8 9 10 -6 13 -13 -12 15 17 -16 18 19 20 -15 -18 29 27 -25 28 -27 -21 -26 -23
right_child=1 -3 -4 5 7 6 -8 -9 -10 -11 11 12 -14 14 16 -17 21 -19 -20 23 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-5.1836912587551369e-07 1.9274896807530695e-06 7.3406326643876702e-07 -7.9426721873417041e-07 -1.8038084257909758e-06 6.1984584102485018e-07 5.3293205362272351e-07 -2.9301208673938496e-07 7.348433609877248e-07 -7.2156107892494352e-07 5.9749505112449705e-07 9.4128098958713567e-07 2.6618346674867923e-07 -1.6557659973770456e-06 -1.678148791585597e-06 -1.1096910860704139e-06 1.277704053977273e-06 -8.3115671040340438e-07 -9.8443916685524031e-07 1.1501920889713803e-06 1.9232237169987803e-07 1.5529664688074264e-07 -2.1200819180895909e-07 7.9889769027807284e-07 -8.5313037979736136e-07 -1.0623758596141539e-06 1.9582817321802302e-06 -3.9468560771638298e-07 1.0944922312461359e-06 2.1239586516230703e-07 6.8141915020434236e-09
leaf_weight=24 20 32 21 20 24 33 44 20 21 37 27 26 20 28 26 33 27 22 25 124 25 343 23 39 21 24 20 32 32 1908
leaf_count=24 20 32 21 20 24 33 44 20 21 37 27 26 20 28 26 33 27 22 25 124 25 343 23 39 21 24 20 32 32 1908
internal_value=0 4.01589e-09 -3.60614e-09 1.84849e-09 1.25581e-08 -3.23525e-07 6.0964e-08 -5.26497e-10 -5.5858e-09 -3.76002e-10 -8.14056e-09 -1.34757e-08 -5.69447e-07 -4.27284e-09 -1.35497e-08 1.30228e-07 -3.98091e-08 3.36297e-08 9.41636e-08 1.76398e-08 -8.13316e-07 -2.77201e-08 -1.81806e-08 1.68464e-07 -7.11784e-08 2.43215e-07 8.88751e-07 3.77383e-07 -2.92702e-07 -2.65292e-08
internal_weight=0 3097 3065 3044 2947 97 77 2927 2907 2886 2849 2825 46 2779 2752 425 2327 392 370 345 53 2301 2274 292 136 97 44 156 53 2251
internal_count=3121 3097 3065 3044 2947 97 77 2927 2907 2886 2849 2825 46 2779 2752 425 2327 392 370 345 53 2301 2274 292 136 97 44 156 53 2251
is_linear=0
shrinkage=0.1


Tree=8235
num_leaves=31
num_cat=0
split_feature=130 12 456 13 1 13 1453 0 1447 12 1447 1447 480 158 158 50 132 1204 50 130 1208 50 43 403 16 157 159 43 13 1454
split_gain=8.2705e-10 1.70036e-09 6.55734e-10 2.17247e-09 5.14634e-09 3.13484e-09 1.5202e-09 1.33107e-09 9.17966e-10 4.89891e-09 5.04218e-09 2.92169e-09 2.38222e-09 8.70196e-10 1.66721e-09 8.33186e-10 7.79016e-09 1.72212e-08 3.74465e-09 2.432e-09 1.9862e-09 2.85589e-09 7.61378e-09 2.90889e-09 4.86721e-09 2.56129e-09 2.96716e-09 3.10319e-09 2.36967e-09 2.62185e-09
threshold=-0.23647499999999996 0.23631000000000002 0.088285000000000016 -0.08459499999999999 0.086920000000000011 -0.082904999999999993 -0.087504999999999986 -0.083389999999999978 -0.085709999999999995 0.083985000000000018 -0.086849999999999997 -0.08477999999999998 0.086655000000000024 -0.47356499999999996 -0.46413499999999996 0.083090000000000011 -0.083284999999999984 -0.077669999999999989 0.087525000000000006 0.0084900000000000028 0.10233500000000001 0.090630000000000016 -0.015774999999999994 -1.0000000180025095e-35 -0.077074999999999991 0.084490000000000023 0.04105000000000001 0.060960000000000007 -0.090204999999999994 0.07931500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -5 -2 -7 9 -8 12 -10 -11 -13 -15 -16 -17 -18 -19 20 21 22 -20 24 -23 26 27 28 -25 -30
right_child=1 -3 3 5 -6 7 8 -9 11 10 -12 13 -14 14 15 16 17 18 19 -21 -22 23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-6.4098476059371024e-07 -6.8679406074972409e-07 8.8016226413856207e-07 1.7553724865138067e-06 -1.2239678375181029e-06 -1.0189313831835683e-07 -2.3833734635795386e-07 1.2395194135687385e-06 7.9440585979047766e-07 -1.2199427268910769e-06 1.0237789553002586e-06 -1.4956337711932325e-06 6.1948055851892356e-07 -2.648961501261482e-07 -7.9389155703042723e-07 -2.9470737365014239e-08 1.5983779534573815e-06 -2.7891003767200303e-06 1.4469960779890591e-06 -2.1016853209361716e-06 1.1240807504280036e-06 9.6326741965770333e-07 1.8373344573774376e-06 5.6034687726683588e-07 1.0289558463938421e-06 -6.9805860714033943e-08 1.0131605722563109e-06 -1.2193740907662232e-06 -1.0276247175105318e-06 -2.0094026798806622e-07 9.5228228286467375e-07
leaf_weight=20 33 22 25 20 37 26 36 24 20 26 21 22 32 27 2258 33 21 21 22 21 21 23 21 24 32 20 24 28 138 23
leaf_count=20 33 22 25 20 37 26 36 24 20 26 21 22 32 27 2258 33 21 21 22 21 21 23 21 24 32 20 24 28 138 23
internal_value=0 4.14481e-09 -2.11449e-09 2.15938e-07 6.47004e-07 -1.65863e-07 -1.18814e-08 2.57379e-07 -4.23823e-09 2.72661e-07 -1.67933e-07 -1.56149e-08 3.12786e-07 -6.94757e-09 -1.19463e-08 -4.21275e-09 1.16619e-07 5.23383e-09 1.45619e-07 7.67805e-08 1.82876e-08 -3.76126e-08 -8.01623e-07 6.76837e-08 7.27726e-07 -7.35704e-08 -1.65278e-07 -4.65062e-08 1.01987e-07 -3.61942e-08
internal_weight=0 3101 3079 132 62 70 2947 50 2914 115 79 2799 58 2779 2757 2730 472 439 418 397 376 355 43 312 55 257 237 213 185 161
internal_count=3121 3101 3079 132 62 70 2947 50 2914 115 79 2799 58 2779 2757 2730 472 439 418 397 376 355 43 312 55 257 237 213 185 161
is_linear=0
shrinkage=0.1


Tree=8236
num_leaves=31
num_cat=0
split_feature=132 1203 399 130 130 1185 16 1 12 2 1186 1204 130 1186 133 13 394 43 43 0 43 401 1213 1213 402 16 133 1213 13 160
split_gain=7.20989e-10 3.71216e-09 3.38854e-09 8.97085e-10 9.37898e-10 2.52117e-09 4.19347e-09 1.97915e-09 1.49478e-09 1.58048e-09 1.3838e-09 1.01482e-09 1.90321e-09 9.96832e-10 8.59672e-10 5.51434e-09 3.00381e-09 1.47341e-09 4.28912e-09 3.8278e-09 2.90493e-09 1.90725e-09 2.09597e-09 1.58343e-09 6.85655e-09 4.20023e-09 1.56846e-09 1.55231e-09 1.40713e-09 1.259e-09
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 -0.22699999999999995 -0.0070449999999999992 0.088895000000000016 -0.29154999999999992 0.10672000000000002 0.087445000000000009 0.083935000000000023 0.049580000000000006 -0.077669999999999989 0.08610000000000001 -0.085584999999999981 -0.14717499999999997 -0.01163 -0.0038099999999999996 0.062770000000000006 0.055925000000000009 -0.097274999999999986 0.05259500000000001 -0.41128499999999996 0.23509000000000002 0.060985000000000004 0.095010000000000025 -0.079109999999999986 -0.10066499999999999 0.031805000000000007 -0.0097949999999999982 0.086075000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -5 8 9 -8 11 12 -6 -10 15 -13 -16 18 20 -19 21 -18 23 27 25 -25 -21 29 -28 -23
right_child=2 -3 -4 4 10 -7 7 -9 13 -11 -12 14 -14 -15 16 -17 17 19 -20 26 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-4.3839466225015675e-08 -6.0814524651675592e-07 -1.4740417668690498e-06 9.5121712155631901e-07 1.6069635732848207e-06 1.061793466533345e-06 -8.3384131869479457e-07 1.225752641956838e-07 -6.0205558014558849e-07 4.9964528372470338e-07 1.2413339821445594e-06 -8.3788426948672171e-07 2.6821248937892096e-08 -1.6020848620384572e-07 -3.3236680968921443e-07 1.1942840544742511e-06 -1.5113986055074034e-06 9.5299086686801674e-07 -1.5718384455946461e-06 1.0650852606144518e-06 -8.9170517348691201e-07 -1.2060941241998079e-06 2.9969800171717307e-08 -9.7572568723659402e-07 6.5964388430269797e-07 2.03801418592775e-06 -1.1867782951278308e-06 3.1412660990092648e-07 -8.2732652206528747e-07 -6.4335293188833024e-07 -1.9495157617905751e-07
leaf_weight=196 24 20 38 23 25 20 23 28 24 28 20 139 26 36 21 28 21 21 38 20 20 1792 22 28 20 22 66 23 20 289
leaf_count=196 24 20 38 23 25 20 23 28 24 28 20 139 26 36 21 28 21 21 38 20 20 1792 22 28 20 22 66 23 20 289
internal_value=0 -1.76266e-07 1.31045e-08 6.70453e-10 5.80995e-09 2.25432e-07 3.56207e-07 1.49247e-07 3.38765e-07 7.36796e-07 -9.21119e-09 -2.93574e-09 4.38812e-07 4.38028e-10 -1.16342e-08 -2.31084e-07 3.49084e-09 -6.91992e-09 1.15849e-08 -3.38405e-07 -6.3109e-09 4.51258e-09 -4.55756e-09 5.27027e-09 4.7316e-07 -1.52782e-07 -9.40453e-08 -1.02964e-08 9.14569e-08 -1.26628e-09
internal_weight=0 216 2905 2867 2843 182 162 139 111 51 2661 2641 51 60 2590 167 2423 2402 2275 127 2237 2217 2196 2174 70 50 106 2104 86 2081
internal_count=3121 216 2905 2867 2843 182 162 139 111 51 2661 2641 51 60 2590 167 2423 2402 2275 127 2237 2217 2196 2174 70 50 106 2104 86 2081
is_linear=0
shrinkage=0.1


Tree=8237
num_leaves=31
num_cat=0
split_feature=1208 1208 132 1185 1203 1209 1208 1209 401 1213 402 1212 15 1213 4 0 1212 12 401 391 403 1183 1211 1211 1211 1185 129 0 129 4
split_gain=6.24268e-10 8.5495e-10 6.14029e-10 3.83843e-09 1.90201e-09 9.0043e-10 2.41649e-09 1.62242e-09 1.36738e-09 7.35907e-10 7.87341e-09 7.45423e-09 3.28961e-09 1.05715e-08 7.89566e-09 1.14855e-08 5.48484e-09 3.79341e-09 1.83983e-09 2.83771e-09 1.1145e-09 1.83745e-09 1.34172e-09 4.48985e-09 1.19057e-09 9.59485e-10 9.50019e-10 2.51169e-09 1.78855e-09 1.22086e-09
threshold=0.12461500000000002 0.10837500000000001 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10819500000000001 0.092250000000000013 -0.094304999999999986 0.13522500000000001 -0.085284999999999986 0.12629000000000004 -0.089079999999999979 0.085730000000000015 -0.090764999999999985 -0.081609999999999988 -0.084674999999999986 -0.040879999999999993 0.087995000000000004 0.10632500000000002 -0.087114999999999984 0.10692500000000002 -0.073809999999999973 0.09993500000000001 0.11671000000000002 0.085965000000000014 0.088895000000000016 0.093420000000000017 -0.074229999999999977 0.090540000000000023 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -5 9 10 12 -11 13 16 15 -14 -9 -16 19 -13 21 -21 24 -24 25 26 28 -28 29 -23
right_child=-2 -3 3 5 -6 -7 -8 8 -10 11 -12 18 14 -15 17 -17 -18 -19 -20 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.1946004026515634e-08 -5.5688843303869362e-07 6.1102118781056325e-07 1.3584477377056223e-06 9.0205416867661372e-07 -9.4804658298623208e-07 6.246336193249176e-07 -1.0475532509314112e-06 -1.5803470427315571e-06 -7.6970168463404946e-07 -1.6629264766581604e-06 2.0717044071716377e-06 -1.1883652700817039e-06 -3.1856164650889702e-06 2.1697941060665471e-06 1.2463168255513106e-06 1.2549059482063803e-07 4.0701222795777114e-07 -3.7985831817799466e-07 7.7316545151285441e-07 9.2347284069402055e-07 -7.35838970911118e-07 -7.3572820184382028e-08 1.5337240264775194e-06 -2.2247834617455491e-07 -7.3873346092444663e-07 -6.7254011301407626e-07 -1.3107557883529353e-07 9.8287865552850103e-07 -8.644987123496151e-07 7.5139200684740938e-08
leaf_weight=193 20 23 21 20 27 23 22 21 23 27 20 20 20 25 26 22 41 32 31 22 20 1066 24 37 22 21 48 35 24 1145
leaf_count=193 20 23 21 20 27 23 22 21 23 27 20 20 20 25 26 22 41 32 31 22 20 1066 24 37 22 21 48 35 24 1145
internal_value=0 3.59991e-09 -9.38971e-10 1.1453e-08 -1.61922e-07 1.4823e-09 -3.61098e-09 4.61493e-09 -1.8601e-09 4.56418e-09 1.85876e-07 -1.02004e-08 -1.58166e-08 4.33851e-07 -4.07028e-07 -1.45123e-06 -2.66126e-07 3.49117e-07 7.54257e-09 -2.01231e-09 7.61718e-09 1.37011e-08 5.43729e-09 4.68487e-07 -6.52629e-09 3.60655e-10 6.45682e-09 3.38664e-07 -5.88018e-09 3.43996e-09
internal_weight=0 3101 3078 2858 220 2837 2814 2792 2772 2749 207 2542 187 87 100 42 62 58 2515 2484 2464 2444 2422 61 2361 2339 2318 83 2235 2211
internal_count=3121 3101 3078 2858 220 2837 2814 2792 2772 2749 207 2542 187 87 100 42 62 58 2515 2484 2464 2444 2422 61 2361 2339 2318 83 2235 2211
is_linear=0
shrinkage=0.1


Tree=8238
num_leaves=31
num_cat=0
split_feature=16 16 121 132 399 1204 2 400 16 130 16 52 13 0 51 402 402 130 42 13 3 43 0 39 403 4 1210 2 4 394
split_gain=6.84941e-10 2.29865e-09 2.54624e-09 1.93186e-09 1.90017e-08 1.31928e-08 3.032e-09 2.28959e-09 4.81361e-09 1.90403e-09 1.76567e-09 2.60344e-09 4.11536e-09 2.06389e-09 8.21948e-09 6.29054e-09 4.66113e-09 3.18371e-09 3.44745e-09 3.80386e-09 4.80233e-09 4.07349e-09 4.96576e-09 3.72522e-09 2.64194e-09 3.95521e-09 3.1684e-09 2.78426e-09 1.31711e-08 4.56255e-09
threshold=-0.083134999999999987 -0.08231999999999999 -0.082399999999999987 -0.083284999999999984 0.091580000000000009 -0.082199999999999981 0.084550000000000014 -0.064794999999999978 -0.077074999999999991 -0.082549999999999985 -0.08453999999999999 -0.080979999999999983 -0.085964999999999986 -0.083804999999999977 0.095375000000000015 0.11679000000000002 0.042685000000000008 -0.076894999999999977 0.09858500000000002 -0.091559999999999989 -0.13309499999999996 -0.0064299999999999991 -0.07929499999999999 0.087690000000000004 0.0033700000000000002 -0.081984999999999988 -0.086074999999999985 0.089005000000000015 -0.00099499999999999979 -0.11103499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 4 6 -5 -4 8 -7 -9 11 12 -1 15 16 24 17 -15 19 -19 -21 -22 -23 -20 26 -26 -13 29 -29 -28
right_child=1 2 3 5 -6 7 -8 9 -10 -11 -12 13 -14 14 -16 -17 -18 18 23 20 21 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=1.7743051506613484e-06 8.0507594669885112e-07 -1.0038646953110705e-06 -1.3359498904633039e-06 -2.2732922789145962e-06 2.8005811246272902e-06 -2.9765261449673144e-07 5.4316055114565728e-08 8.8749543647281828e-07 1.6850512291739507e-06 8.5657538663703978e-09 -7.5210525600037203e-07 -1.3999722861106941e-06 -1.3370619696545945e-07 1.3183959955161604e-06 1.759229546443184e-06 -1.9045292367536606e-06 -1.1474283333257064e-06 8.7653969380596666e-07 1.7370663044857793e-06 6.1754404264825613e-07 -9.0536422447939921e-08 -5.5140384218206728e-07 -2.7285684178934848e-06 -1.0510008983690411e-07 1.2895354515304434e-06 -8.011800359453605e-09 1.4539350861365495e-06 -2.7189482487053532e-06 -1.794627373803387e-07 -4.2862008741937387e-08
leaf_weight=20 38 24 21 25 26 24 62 25 25 1746 36 21 26 21 29 20 32 24 21 27 32 22 20 23 31 97 22 22 285 274
leaf_count=20 38 24 21 25 26 24 62 25 25 1746 36 21 26 21 29 20 32 24 21 27 32 22 20 23 31 97 22 22 285 274
internal_value=0 3.46832e-08 1.9883e-08 3.24571e-08 4.41539e-07 8.28916e-09 -2.97438e-07 3.96296e-08 7.13931e-07 2.0973e-08 -6.32764e-08 -4.00791e-08 6.95864e-07 -7.31714e-08 1.75931e-07 -1.54162e-07 -3.08967e-08 1.57151e-07 1.28539e-08 -2.5511e-07 -5.24017e-07 -9.40533e-07 -1.58815e-06 7.74116e-07 -1.07609e-07 3.06238e-07 -1.92501e-07 -1.5045e-07 -3.61445e-07 6.83864e-08
internal_weight=0 2016 1978 1954 109 1845 83 1820 49 1771 1105 1069 46 1023 251 772 222 190 169 125 101 74 42 44 752 128 624 603 307 296
internal_count=3121 2016 1978 1954 109 1845 83 1820 49 1771 1105 1069 46 1023 251 772 222 190 169 125 101 74 42 44 752 128 624 603 307 296
is_linear=0
shrinkage=0.1


Tree=8239
num_leaves=31
num_cat=0
split_feature=132 394 1203 1201 130 40 41 41 41 33 9 4 147 151 1348 16 4 402 49 133 12 49 49 45 0 52 15 16 0 4
split_gain=7.13884e-10 3.02497e-09 2.59945e-09 8.78586e-10 7.23994e-10 8.60011e-10 8.35156e-10 2.57401e-09 2.08712e-09 1.3784e-09 1.10123e-09 1.02349e-09 8.8559e-10 3.01252e-09 1.4235e-09 8.07088e-10 2.82842e-09 2.54275e-09 3.24749e-09 2.61086e-09 2.55613e-09 2.04899e-09 1.3817e-09 1.37972e-09 2.1381e-09 7.42827e-09 6.95711e-09 9.10241e-09 2.83999e-09 2.7341e-09
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.08261499999999998 -0.22699999999999995 -0.16692999999999997 0.088520000000000015 0.082735000000000017 0.095655000000000018 -0.009184999999999997 0.088235000000000022 0.41555500000000006 0.097985000000000017 -0.063609999999999986 0.089175000000000018 -0.15241499999999997 -0.064804999999999988 0.087880000000000014 -0.046979999999999987 -0.023589999999999996 0.088365000000000013 -0.10774499999999999 -0.013049999999999997 0.094030000000000016 -0.10096999999999999 -0.013374999999999998 -0.10203999999999998 -0.039889999999999988 -0.097024999999999986 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 -6 7 9 -8 -7 12 -12 14 -14 15 16 -11 18 20 -20 21 -18 -21 24 25 29 -27 -28 -26 -17
right_child=1 -3 -4 4 5 6 8 -9 -10 10 11 -13 13 -15 -16 23 17 -19 19 22 -22 -23 -24 -25 28 26 27 -29 -30 -31
leaf_value=-6.4575679254679536e-08 6.4858805601596986e-07 1.1811921591619136e-06 -1.2613831802354981e-06 -5.8560304948075885e-07 5.2755295479484286e-07 -7.5792247405577964e-07 -1.0880080661005801e-06 1.0367460345920657e-06 1.5412499959299361e-07 -1.2435532932448206e-06 1.0223448526858193e-06 9.881498953016413e-08 -1.2685207100172523e-06 4.2723497685415167e-07 8.218509007985545e-07 9.7969579899786508e-08 -3.9582866488022519e-07 -9.1934236863266965e-07 1.2875830611136509e-06 8.8290835947191222e-07 1.9720042473636571e-07 -1.8101157093042275e-06 9.2993135053945561e-09 -6.6801188360198569e-07 -8.4346974603022319e-07 2.2419197758694056e-06 -1.2181938422323974e-06 1.5809855859480686e-06 7.8979570730033496e-09 -1.0289876649949293e-06
leaf_weight=196 21 22 20 21 31 24 24 24 31 22 20 30 22 20 21 155 21 32 20 20 25 20 191 29 40 32 21 26 1915 25
leaf_count=196 21 22 20 21 31 24 24 24 31 22 20 30 22 20 21 155 21 32 20 20 25 20 191 29 40 32 21 26 1915 25
internal_value=0 1.30434e-08 -1.75391e-07 4.12936e-09 -5.99378e-10 3.72483e-09 -2.05406e-09 5.64879e-09 -3.87897e-07 -3.41248e-09 3.27693e-09 4.68227e-07 -5.4726e-09 -4.61018e-07 1.844e-09 -4.79445e-09 -1.458e-07 -7.23941e-08 1.88596e-08 1.9561e-07 -5.99768e-07 -1.08572e-06 9.21059e-08 1.72711e-08 2.62472e-08 2.96238e-07 1.10462e-06 3.30288e-07 -9.52133e-09 -5.85523e-08
internal_weight=0 2905 216 2883 2862 2841 2810 2755 55 2731 2707 50 2657 42 2615 2594 351 329 297 231 66 41 211 2243 2214 259 79 47 1955 180
internal_count=3121 2905 216 2883 2862 2841 2810 2755 55 2731 2707 50 2657 42 2615 2594 351 329 297 231 66 41 211 2243 2214 259 79 47 1955 180
is_linear=0
shrinkage=0.1


Tree=8240
num_leaves=31
num_cat=0
split_feature=12 42 52 1212 1212 4 132 399 1204 1203 1204 151 481 481 12 16 16 128 128 0 0 52 3 52 401 0 16 484 43 481
split_gain=7.04299e-10 1.04153e-09 6.01307e-10 2.7094e-09 9.55561e-09 8.46579e-09 2.87343e-09 2.63474e-08 1.47022e-08 3.11092e-09 2.65292e-09 2.61815e-09 2.04195e-09 4.70637e-09 3.98182e-09 1.9382e-09 7.37438e-09 2.23445e-09 3.68602e-09 2.52423e-09 6.81312e-09 4.6146e-09 7.53237e-09 6.49453e-09 2.25674e-09 3.30645e-09 3.62614e-09 9.75685e-09 6.93678e-09 4.41251e-09
threshold=0.23631000000000002 0.18223500000000001 0.0031350000000000002 -0.089544999999999986 -0.040879999999999993 -0.077834999999999988 -0.083284999999999984 0.091580000000000009 -0.082199999999999981 0.088155000000000011 -0.081919999999999979 0.015440000000000001 -0.087424999999999989 -0.085629999999999984 0.083985000000000018 0.38525000000000004 0.15891500000000003 0.10670500000000001 0.085955000000000018 -0.069954999999999976 -0.068189999999999987 0.10263500000000002 -0.065229999999999996 0.11639500000000001 -1.0000000180025095e-35 -0.072594999999999979 -0.014754999999999999 -0.017214999999999998 -0.067199999999999996 -0.081539999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 10 -8 12 -6 15 14 -14 -10 16 17 18 19 24 -21 22 -22 -23 -4 26 29 -28 -29 -26
right_child=-2 -3 11 4 6 -7 8 -9 9 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 20 21 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=2.3779237663745793e-06 -5.5132659178485959e-07 7.0595125001610938e-07 -9.684210841243158e-07 -1.9292383296942715e-06 -1.203663266256559e-06 -1.2178734756335396e-07 -2.6850297433611559e-06 3.4274371014220153e-06 -1.5405326493578287e-06 1.1495049629957067e-06 8.5832889978449281e-08 9.776494083920304e-07 1.4987152300446642e-06 2.5978122467289484e-08 1.7514570079275737e-07 6.9005761718088374e-07 -1.7975753187329249e-06 -1.0586726924928639e-06 9.1387543465934398e-07 1.9634500274280854e-06 1.9545629407326082e-06 -1.8769962728335736e-06 -4.8023758196791284e-07 7.6972721728907351e-08 8.0245948400080069e-07 1.1575812460762337e-06 6.1667125253604487e-07 -6.8726702636467966e-07 -2.8979849733187542e-06 -1.3675083305872771e-07
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internal_value=0 4.09263e-09 -6.97433e-10 3.448e-08 1.23584e-08 6.84571e-07 3.937e-08 5.90078e-07 1.03344e-08 4.22889e-08 -4.41688e-07 -5.62501e-08 2.56341e-08 4.614e-08 -5.73514e-07 -7.74764e-08 -9.90781e-08 -6.08924e-08 -4.07537e-08 -7.61777e-08 2.77864e-07 3.86928e-08 8.08774e-07 -3.66196e-07 -1.44016e-07 -1.12979e-07 -1.43595e-07 -7.18174e-07 -1.47172e-06 -6.75593e-08
internal_weight=0 3098 3077 1884 1822 62 1797 90 1707 1687 66 1193 1662 1607 55 1169 1137 1112 1090 1051 169 148 51 97 882 850 830 97 62 733
internal_count=3121 3098 3077 1884 1822 62 1797 90 1707 1687 66 1193 1662 1607 55 1169 1137 1112 1090 1051 169 148 51 97 882 850 830 97 62 733
is_linear=0
shrinkage=0.1


Tree=8241
num_leaves=31
num_cat=0
split_feature=398 1201 132 43 1204 1186 394 12 1208 1208 12 52 15 130 40 41 41 3 33 9 15 16 1209 403 16 0 16 52 52 4
split_gain=7.45534e-10 1.73548e-09 1.12024e-09 1.6057e-08 1.19424e-08 3.65687e-09 1.96348e-09 1.00982e-09 6.62065e-10 1.33425e-09 6.61659e-10 1.16972e-09 7.2957e-10 6.51205e-10 7.71953e-10 6.62444e-10 2.02484e-09 1.91062e-09 1.14473e-09 8.72851e-10 9.42125e-10 7.35834e-10 6.6481e-09 6.48405e-09 1.80856e-09 9.37485e-09 3.94673e-09 3.29263e-09 9.02765e-09 3.96387e-09
threshold=0.087820000000000023 -0.08261499999999998 -0.083284999999999984 -0.011694999999999999 -0.082199999999999981 1.0000000180025095e-35 0.10969000000000002 0.09474500000000001 0.11531000000000001 0.10233500000000001 0.11232500000000002 0.086450000000000013 0.083840000000000012 -0.22562499999999999 -0.23202499999999995 0.088520000000000015 0.082735000000000017 -0.083784999999999984 -0.009184999999999997 0.088235000000000022 -0.18895499999999996 -0.080344999999999986 -0.077594999999999983 -0.53101999999999994 -0.056919999999999991 -0.10224499999999999 -0.050529999999999999 0.077655000000000016 0.10263500000000002 -0.080094999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 10 8 -2 9 13 11 12 -5 -6 -15 16 18 -17 -16 21 -21 23 -23 -20 25 -24 -26 29 -29 -27
right_child=7 2 4 5 6 -7 -8 -9 -10 -11 -12 -13 -14 14 15 17 -18 -19 19 20 -22 22 24 -25 26 27 -28 28 -30 -31
leaf_value=9.3575892492481225e-07 -6.5979677999213243e-07 2.3521600345096282e-06 -2.1898718246120553e-06 1.5979920587618665e-07 -5.4609647893822852e-07 -1.445735713900831e-06 9.9269517860989265e-07 1.1939800284098651e-07 -4.9445230927260664e-07 6.5551954814817432e-07 -3.4972360565019603e-07 7.2217950665057851e-07 -5.7402119324478917e-07 5.5328336111415405e-07 -6.9382620703587853e-07 1.1474266209595097e-07 8.9787896331472445e-07 -1.0984215113262779e-06 -1.7749451582848121e-06 6.4383152354982863e-08 9.4470923727385526e-07 1.720853351217932e-06 1.975909991358549e-06 -3.7814759696847333e-08 -1.2847695729760745e-06 -1.1568472061569353e-06 -1.6174567656249743e-08 1.9026288878047773e-06 -1.3844561258401378e-07 4.5344662599179505e-08
leaf_weight=20 39 30 25 42 22 20 20 29 27 31 36 26 20 25 24 34 25 21 22 31 20 23 28 922 25 37 1288 31 72 106
leaf_count=20 39 30 25 42 22 20 20 29 27 31 36 26 20 25 24 34 25 21 22 31 20 23 28 922 25 37 1288 31 72 106
internal_value=0 7.28929e-09 1.16684e-09 2.47516e-07 -1.38261e-08 -1.90951e-07 5.36979e-09 -3.27493e-07 -1.64745e-09 3.12677e-09 1.14335e-08 1.5918e-07 -7.69171e-08 -4.21147e-09 1.4898e-10 -4.95562e-09 2.16309e-09 -3.48465e-07 -6.35456e-09 -2.08507e-11 4.09609e-07 -8.20062e-09 3.29004e-08 -7.82987e-08 8.4373e-09 2.42124e-07 -4.03291e-08 4.47829e-08 4.75858e-07 -2.65712e-07
internal_weight=0 3053 3033 174 2859 144 2834 68 2814 2787 124 88 62 2756 2734 2709 2654 55 2629 2605 51 2554 1610 944 1587 274 1313 246 103 143
internal_count=3121 3053 3033 174 2859 144 2834 68 2814 2787 124 88 62 2756 2734 2709 2654 55 2629 2605 51 2554 1610 944 1587 274 1313 246 103 143
is_linear=0
shrinkage=0.1


Tree=8242
num_leaves=31
num_cat=0
split_feature=132 132 1203 1203 1204 12 1203 132 12 130 13 1213 12 130 1186 129 1184 393 393 394 15 129 10 0 15 12 39 9 9 97
split_gain=8.3073e-10 2.78146e-09 2.57596e-09 2.17808e-09 7.42935e-10 2.81967e-09 7.11563e-10 1.23108e-09 1.55101e-09 2.90899e-09 1.36519e-09 8.72716e-10 6.48936e-10 1.16552e-09 6.24461e-10 1.3969e-09 1.53826e-09 1.07435e-09 8.49964e-10 9.25134e-10 1.56809e-09 1.51711e-09 7.35404e-10 8.83891e-09 1.05409e-08 6.55242e-09 1.0003e-09 2.90815e-09 5.01658e-09 9.75056e-10
threshold=-0.083449999999999983 -0.037359999999999997 0.089480000000000018 0.089480000000000018 -0.077669999999999989 0.087535000000000016 0.084795000000000023 -0.41127499999999995 0.087995000000000004 0.096010000000000012 0.056795000000000005 -1.0000000180025095e-35 0.23631000000000002 -0.22461999999999996 0.089315000000000019 -0.077709999999999987 0.083155000000000021 0.088255000000000014 0.084355000000000013 -0.078674999999999981 0.083490000000000023 0.10833500000000001 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.010834999999999999 -1.0000000180025095e-35 0.092235000000000011 1.0000000180025095e-35 -0.084639999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 -3 7 10 11 -10 -1 -9 13 -6 15 -15 17 18 19 20 -17 22 23 -21 -25 -26 -24 28 29 -28
right_child=1 4 -4 -5 12 -7 -8 8 9 -11 -12 -13 -14 14 -16 16 -18 -19 -20 21 -22 -23 26 24 25 -27 27 -29 -30 -31
leaf_value=-3.6031969396314405e-07 3.8798812814396419e-08 -6.0461627413133104e-07 1.6051001133681504e-06 -1.1832913560283489e-06 6.7898142995659333e-07 8.6230304236928054e-07 2.8850985515305185e-07 -5.5513200102552674e-07 -1.5484937666769838e-06 2.8167914287926335e-08 6.5155607766579728e-07 2.7294139446861921e-07 -5.3410445893266869e-07 -7.2785045446195271e-07 4.2549297864463203e-07 2.2188967250258431e-07 8.6876822820158854e-07 -6.2768749964042013e-07 6.1399161711247787e-07 -1.9986895932387077e-06 -9.1276185910687522e-07 6.9343560176827357e-07 6.0590631265869085e-07 1.7455701731754637e-06 3.6384852037940622e-07 -1.9423441744689547e-06 -6.8574416968117255e-07 -9.2447435035330054e-07 1.4766637278902952e-06 -1.2873284325568138e-09
leaf_weight=24 21 20 21 20 25 38 40 20 25 22 30 35 23 27 33 21 20 28 22 23 29 31 27 29 28 22 21 34 23 2339
leaf_count=24 21 20 21 20 25 38 40 20 25 22 30 35 23 27 33 21 20 28 22 23 29 31 27 29 28 22 21 34 23 2339
internal_value=0 1.40645e-08 8.21949e-07 -1.89207e-07 2.21287e-09 3.56469e-07 -8.77701e-08 -1.84252e-07 -3.8865e-07 -8.10482e-07 2.01834e-07 -2.81762e-08 -5.11221e-09 -7.38805e-10 -6.90239e-09 -1.21407e-08 -4.9756e-09 -1.15034e-08 -4.9903e-09 -1.0174e-08 -4.36208e-07 -1.90792e-09 -1.03744e-08 -2.73452e-07 2.28832e-07 -6.50876e-07 6.05123e-10 -6.15662e-09 6.94569e-09 -7.37783e-09
internal_weight=0 2905 42 216 2863 58 196 156 102 47 54 55 2805 2782 2757 2724 2697 2677 2649 2627 50 2577 2546 102 79 50 2444 2417 2383 2360
internal_count=3121 2905 42 216 2863 58 196 156 102 47 54 55 2805 2782 2757 2724 2697 2677 2649 2627 50 2577 2546 102 79 50 2444 2417 2383 2360
is_linear=0
shrinkage=0.1


Tree=8243
num_leaves=31
num_cat=0
split_feature=130 10 0 130 10 4 9 3 45 52 132 399 1203 1212 1210 402 52 52 480 50 1447 16 16 16 12 4 4 133 12 12
split_gain=7.81222e-10 1.73227e-09 2.17101e-09 1.64816e-09 7.45946e-10 1.20342e-08 7.61858e-10 5.07375e-09 7.10901e-10 8.88219e-10 2.51834e-09 2.48168e-08 1.15453e-08 3.03877e-09 9.16851e-09 7.77989e-09 3.02922e-09 4.79754e-09 4.16695e-09 1.17374e-08 5.93045e-09 3.62913e-09 3.8524e-09 6.33269e-09 5.35723e-09 4.43205e-09 7.22489e-09 3.53095e-09 2.75129e-09 5.34692e-09
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.14628999999999995 -0.011559999999999999 0.053180000000000012 0.085555000000000006 -0.083784999999999984 0.094030000000000016 0.060015000000000006 -0.083284999999999984 0.091580000000000009 0.088820000000000024 -0.089544999999999986 -0.094799999999999982 0.13294000000000003 -0.0092699999999999987 -0.0073049999999999999 0.086995000000000017 0.097510000000000013 -0.085684999999999997 -0.004174999999999999 -0.056919999999999991 -0.067914999999999989 0.084535000000000013 -0.080924999999999983 -0.083439999999999986 0.41553500000000004 0.096645000000000009 0.093105000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 8 -8 9 10 11 -6 13 15 -15 -12 18 -18 20 -20 -16 22 23 25 -24 26 -19 28 29 -27
right_child=1 3 -4 4 6 -7 7 -9 -10 -11 12 -13 -14 14 16 -17 17 21 19 -21 -22 -23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=-6.2298036510810558e-07 -6.0426510204013628e-08 -6.8691843204809251e-07 1.3953602075389427e-06 -1.7077451703375061e-06 -3.4324831490708777e-07 9.1889451156832279e-07 1.5904373185549049e-06 -4.2271113082117682e-07 -4.3750439865498777e-07 -6.6106519650350666e-08 -3.2393707204478447e-08 3.4943485326783214e-06 -2.2021133462579241e-06 -1.5977259853544264e-06 1.5952042610439571e-06 2.3639151822862918e-06 1.5936559680085339e-06 1.1116300171394229e-07 -2.8341505131379565e-06 7.7379437849837518e-08 -2.9977121644434055e-08 1.152351447331057e-06 -1.8052479815552311e-06 1.6873848698496986e-06 -2.2108504154742163e-08 5.5681427586303535e-08 2.0680184888988151e-06 -1.0361477840371166e-06 -6.3637389955503129e-07 1.5358332363904185e-06
leaf_weight=20 21 35 20 33 72 37 21 31 36 1005 42 22 23 34 23 20 25 54 20 45 945 36 23 28 63 254 29 31 46 27
leaf_count=20 21 35 20 33 72 37 21 31 36 1005 42 22 23 34 23 20 25 54 20 45 945 36 23 28 63 254 29 31 46 27
internal_value=0 4.02051e-09 6.49713e-07 -4.63093e-09 3.26331e-09 -3.19378e-07 1.09063e-08 3.90291e-07 4.11053e-09 9.65575e-09 5.05478e-08 5.54913e-07 2.37321e-08 5.30699e-08 2.77416e-08 7.40609e-07 6.12564e-08 2.36772e-07 -4.34072e-08 -8.18476e-07 8.63773e-09 1.79374e-07 1.16262e-07 2.29081e-07 -4.98995e-07 1.3649e-07 7.94884e-07 -1.61542e-08 8.05424e-08 1.97902e-07
internal_weight=0 3101 41 3060 3025 70 2955 52 2903 2867 1862 94 1768 1745 1683 62 1649 616 1033 65 968 591 555 469 86 441 83 358 327 281
internal_count=3121 3101 41 3060 3025 70 2955 52 2903 2867 1862 94 1768 1745 1683 62 1649 616 1033 65 968 591 555 469 86 441 83 358 327 281
is_linear=0
shrinkage=0.1


Tree=8244
num_leaves=31
num_cat=0
split_feature=399 3 130 400 4 132 399 1203 50 1204 400 1210 3 1208 1209 403 3 403 401 1 13 403 1212 1209 42 1210 0 160 160 133
split_gain=8.56867e-10 1.78396e-09 1.21728e-09 9.24255e-10 1.79996e-09 1.3931e-09 2.38981e-08 1.51119e-08 3.10602e-09 2.66945e-09 7.12771e-10 1.39216e-09 5.93995e-09 8.07407e-10 6.21411e-09 7.43683e-10 4.85741e-09 2.11867e-09 8.40997e-10 3.22733e-09 4.02008e-09 7.63637e-10 1.38756e-09 5.66962e-09 3.92335e-09 1.30062e-09 2.30232e-09 7.96176e-10 6.60947e-09 2.92725e-09
threshold=-0.065739999999999979 -0.080104999999999996 0.087100000000000025 0.10782000000000001 -0.068329999999999988 -0.083284999999999984 0.091580000000000009 0.089480000000000018 0.10022000000000002 -1.0000000180025095e-35 -0.39724499999999996 -0.13847499999999999 -0.082879999999999995 0.11846000000000001 0.10691500000000002 -0.52445499999999989 -0.085709999999999995 -0.44023999999999991 -0.13200999999999999 0.094385000000000011 -0.066634999999999986 0.62200000000000011 -0.092474999999999988 -0.065739999999999979 0.086835000000000009 -0.063274999999999984 -0.084674999999999986 -0.090484999999999996 -0.088854999999999976 0.085265000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 8 9 -2 -7 -11 12 -12 14 15 16 -13 -17 19 20 -19 22 24 -24 -20 26 -25 29 -29 -27
right_child=3 -3 -4 4 -6 7 -8 -9 -10 10 11 13 -14 -15 -16 17 -18 18 21 -21 -22 -23 23 25 -26 27 -28 28 -30 -31
leaf_value=-5.3328213621997831e-07 2.9420333532230087e-08 1.0916158073955143e-06 5.4465732432618099e-07 2.0676673603334383e-07 -1.0737454223762262e-06 1.0537090595619247e-06 3.5288446596837279e-06 -2.4659570212861583e-06 -1.3010740320851257e-06 -6.0030452118553514e-07 -6.6702837193588493e-07 -8.2841775730974578e-07 1.3902069987636879e-06 6.0617604460622671e-07 -1.7297681876828263e-06 -9.0893493008409752e-07 1.0479432013518226e-06 1.7160026454613826e-06 -3.0689480289376139e-07 -6.5689542804069458e-07 -1.3410354056205784e-07 -5.847238555915006e-07 -1.362150407929573e-06 -1.8984415072780049e-07 1.2013774164977482e-06 -7.9891074678646861e-08 1.2909284884071463e-06 -1.6224045535951658e-06 -1.7001697782509483e-08 4.6007664261724722e-07
leaf_weight=22 143 22 20 21 23 24 20 25 20 20 25 22 32 21 21 26 37 24 35 22 23 23 31 21 34 285 21 26 1877 155
leaf_count=22 143 22 20 21 23 24 20 25 20 20 25 22 32 21 21 26 37 24 35 22 23 23 31 21 34 285 21 26 1877 155
internal_value=0 3.62133e-07 -1.99776e-08 -7.58144e-09 -4.62592e-07 -9.36749e-10 2.66462e-07 -1.82279e-08 -1.33831e-07 3.58787e-09 -5.47466e-09 -1.16586e-09 4.87911e-07 -1.14755e-08 -1.63099e-08 -2.7928e-09 3.48283e-07 -1.07503e-08 -1.68833e-09 3.42724e-07 8.10632e-07 -1.11638e-08 -5.85519e-09 -1.84833e-08 4.36312e-07 -1.01845e-09 5.50542e-07 -1.09056e-08 -3.89357e-08 1.10325e-07
internal_weight=0 64 42 3057 44 3013 183 2830 163 2805 2781 2761 57 2704 2683 2662 59 2603 2577 69 47 2508 2485 2416 69 2385 42 2343 1903 440
internal_count=3121 64 42 3057 44 3013 183 2830 163 2805 2781 2761 57 2704 2683 2662 59 2603 2577 69 47 2508 2485 2416 69 2385 42 2343 1903 440
is_linear=0
shrinkage=0.1


Tree=8245
num_leaves=31
num_cat=0
split_feature=398 1203 42 4 132 394 43 393 13 16 130 12 132 30 34 12 33 97 1 2 4 13 3 0 0 128 1210 3 402 133
split_gain=1.1021e-09 1.53334e-09 3.46693e-09 2.12526e-09 1.32561e-09 1.902e-08 1.68998e-08 2.45256e-09 1.26849e-09 1.32499e-09 8.1655e-10 8.91095e-10 8.67537e-10 7.79333e-10 8.92366e-10 4.19848e-09 2.90082e-09 9.95203e-10 1.32196e-09 8.45656e-10 1.02236e-08 2.77901e-09 7.11537e-10 3.38193e-09 2.02842e-09 2.02375e-09 2.58964e-09 1.76939e-09 3.56695e-09 3.41914e-09
threshold=0.086250000000000007 0.090185000000000001 -0.067534999999999998 -0.052259999999999994 -0.083284999999999984 0.10448000000000002 -0.011694999999999999 0.10483000000000002 -0.039649999999999998 -0.080509999999999984 -0.22699999999999995 0.23631000000000002 -0.0061899999999999993 0.099000000000000019 -0.057544999999999992 -0.015429999999999998 -1.0000000180025095e-35 -0.071434999999999985 0.111945 -1.0000000180025095e-35 0.053180000000000012 -1.0000000180025095e-35 -0.096544999999999978 0.10455500000000001 0.048635000000000005 0.085955000000000018 -0.053799999999999994 -0.092984999999999984 0.27918000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 10 -1 -8 -2 -10 -6 12 -12 14 15 17 -16 18 -14 20 -18 -22 25 24 27 26 -21 29 -29 -24
right_child=8 2 3 -5 5 -7 7 -9 9 -11 11 -13 13 -15 16 -17 19 -19 -20 22 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=2.7248640366887385e-06 -9.6283565576982269e-07 -5.2015777999051118e-07 1.6319184744872929e-06 2.5439987975265208e-07 -6.1680877582234864e-07 -3.0904017643962337e-06 2.2962327521406482e-08 -1.1760829781337636e-06 4.3596956279164563e-07 -6.3843697313876133e-07 5.2193978348213934e-07 6.74194996577171e-07 -2.8043453565483277e-07 -6.2372265119847735e-07 -1.20743261163625e-06 1.5498019460361929e-06 2.1260876948758777e-06 -6.410762322011417e-07 8.0096597287138139e-07 -1.0607076194446564e-06 2.3546575545196904e-07 -1.3055703690993555e-06 2.2036249425547376e-07 -1.1034769892932737e-06 8.1439231048671788e-07 8.5219306978454862e-07 1.0934411618234892e-07 -2.6431087945140398e-08 1.2836877842692913e-06 -1.3863106712758761e-06
leaf_weight=24 25 23 24 21 21 20 116 20 24 22 32 20 26 20 20 21 22 21 20 20 25 22 26 29 29 34 349 1997 21 27
leaf_count=24 25 23 24 21 21 20 116 20 24 22 32 20 26 20 20 21 22 21 20 20 25 22 26 29 29 34 349 1997 21 27
internal_value=0 9.06436e-09 4.786e-07 9.89076e-07 -1.64269e-09 -1.75185e-08 2.78367e-07 -1.53368e-07 -3.89482e-07 -7.7877e-08 4.415e-09 9.10601e-09 4.28827e-09 -1.78167e-09 2.81e-09 3.16037e-07 -7.70659e-09 -7.06654e-08 1.8974e-07 1.51852e-09 3.46928e-07 -4.8587e-07 -7.89429e-09 -3.09581e-08 -1.61472e-08 1.13949e-07 4.59267e-08 -2.77771e-08 -1.27975e-08 -5.98131e-07
internal_weight=0 3050 68 45 2982 2822 160 136 71 46 2802 2781 2761 2729 2709 88 2621 67 46 2601 69 47 2532 2129 2100 403 369 2071 2018 53
internal_count=3121 3050 68 45 2982 2822 160 136 71 46 2802 2781 2761 2729 2709 88 2621 67 46 2601 69 47 2532 2129 2100 403 369 2071 2018 53
is_linear=0
shrinkage=0.1


Tree=8246
num_leaves=31
num_cat=0
split_feature=132 394 399 399 1204 2 1208 1208 402 1209 46 46 1426 1428 47 47 47 1428 47 51 1420 155 1428 156 4 152 1429 484 484 49
split_gain=1.05823e-09 3.1141e-09 2.69636e-09 2.016e-09 1.17394e-09 6.48807e-10 6.27931e-10 1.30763e-09 6.93995e-10 1.51584e-09 6.29234e-10 1.06633e-09 8.82033e-10 1.42336e-09 6.81583e-10 7.53615e-09 2.6715e-09 1.19786e-09 8.83412e-10 2.89094e-09 1.10335e-09 1.15172e-09 1.89219e-09 1.44483e-09 4.76467e-09 3.08859e-09 1.53209e-09 1.47164e-09 6.55411e-09 6.22869e-09
threshold=-0.083449999999999983 0.12358500000000001 0.091255000000000017 0.11091500000000001 -0.081919999999999979 0.083585000000000007 0.11531000000000001 0.10233500000000001 0.23460000000000003 0.10521000000000001 0.10987500000000001 0.083550000000000013 -0.094284999999999994 0.10539000000000001 0.092710000000000015 0.096175000000000024 0.090100000000000013 0.090025000000000008 1.0000000180025095e-35 0.086685000000000012 -0.085109999999999991 0.13293000000000002 -0.020064999999999996 -0.065739999999999979 -0.0047449999999999992 0.083555000000000004 -0.047929999999999993 0.086135000000000017 0.087235000000000021 0.11236
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 5 -2 7 8 9 10 11 12 -6 14 16 -16 17 18 20 -20 -14 22 -22 24 -24 26 -25 -28 -29 -30
right_child=1 -3 3 -5 6 -7 -8 -9 -10 -11 -12 -13 13 -15 15 -17 -18 -19 19 -21 21 -23 23 25 -26 -27 27 28 29 -31
leaf_value=-1.9635190685689904e-08 9.3421373662749826e-07 1.2011141312742978e-06 -1.3757724309707935e-06 -7.9622839734838638e-08 6.2736876316193957e-07 1.8274663489137312e-07 -4.8132927632751593e-07 6.4911526575058581e-07 -4.7447344015029474e-07 8.4768731767326244e-07 5.2745870417228697e-07 -6.3481218496185143e-07 -7.016000648471401e-07 -8.4886148925988887e-07 -1.8838165124674085e-06 6.8070511742881064e-09 1.1382021035561117e-06 7.5710950411467776e-07 -1.5412535454763864e-07 1.1603141753421708e-06 -8.7911700575205031e-07 5.9018339158001256e-07 -4.2407883282062174e-07 -6.9102002360210695e-07 1.6133305646093278e-06 -1.2529757815116228e-06 -2.3882407773393239e-08 1.927917027376766e-06 -1.0728831414629686e-07 1.669599928081053e-06
leaf_weight=166 20 22 30 20 22 27 27 31 31 21 22 27 23 20 23 253 21 21 44 27 25 32 24 32 22 20 1834 21 191 22
leaf_count=166 20 22 30 20 22 27 27 31 31 21 22 27 23 20 23 253 21 21 44 27 25 32 24 32 22 20 1834 21 191 22
internal_value=0 1.58808e-08 -2.13542e-07 -8.57313e-07 6.83637e-09 5.0252e-07 -1.37841e-09 3.23486e-09 -3.97259e-09 1.33703e-09 -5.18291e-09 -9.51654e-09 -3.20986e-09 -8.43499e-09 -2.05604e-09 -1.50745e-07 1.53404e-08 5.25478e-09 -1.55961e-09 3.45732e-07 -1.25381e-08 -5.40881e-09 -1.41076e-08 -4.1236e-09 5.50334e-07 -1.61543e-08 -4.37504e-09 6.25003e-09 2.42416e-07 7.624e-08
internal_weight=0 2905 216 50 2883 47 2836 2809 2778 2747 2726 2704 2677 2655 2635 276 2359 2338 2317 71 2246 2223 2191 2166 46 2120 2100 2068 234 213
internal_count=3121 2905 216 50 2883 47 2836 2809 2778 2747 2726 2704 2677 2655 2635 276 2359 2338 2317 71 2246 2223 2191 2166 46 2120 2100 2068 234 213
is_linear=0
shrinkage=0.1


Tree=8247
num_leaves=31
num_cat=0
split_feature=132 393 399 130 1186 42 1 42 1204 2 1366 52 160 160 484 1429 131 3 480 160 51 1372 2 481 42 160 484 42 159 16
split_gain=8.66359e-10 3.13709e-09 2.08525e-09 2.1385e-09 1.04275e-09 1.08623e-09 1.29299e-09 1.18331e-09 9.49495e-10 9.25597e-10 5.75598e-10 8.8297e-10 8.494e-10 5.56489e-09 3.08411e-09 3.78611e-09 3.10614e-09 1.25251e-08 9.33358e-09 2.59855e-09 1.35042e-08 3.44547e-09 2.25803e-09 5.345e-09 3.8193e-09 7.20728e-09 9.17462e-09 6.88782e-09 4.71099e-09 4.17915e-09
threshold=-0.083174999999999985 0.12069000000000002 0.091895000000000018 0.096010000000000012 0.049580000000000006 -0.021469999999999996 0.084785000000000013 -0.010544999999999997 -0.081919999999999979 0.089125000000000024 -0.087024999999999977 0.62951500000000016 -0.090484999999999996 -0.088854999999999976 -0.081614999999999979 0.083870000000000014 0.089415000000000008 -0.069009999999999974 0.11240000000000001 -0.085764999999999994 -0.085604999999999987 -0.065504999999999994 0.083715000000000026 -0.085784999999999986 0.087550000000000017 -0.41706499999999996 0.090535000000000018 0.085935000000000025 -0.016814999999999997 -0.0048099999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 -4 5 6 9 -7 -2 -1 -10 12 14 -14 -12 16 18 -18 22 20 -15 -21 -16 -24 27 28 -27 29 -26 -25
right_child=1 -3 3 -5 -6 7 -8 -9 10 -11 11 -13 13 19 15 -17 17 -19 -20 21 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-3.4927200003309623e-07 4.6143298226929299e-07 1.232376352315138e-06 -1.4717108891328163e-06 -1.0805123733719129e-07 -6.9499656593138975e-07 9.674285895367905e-07 -8.3189664740695501e-07 5.8320144195776507e-08 4.8610097280743503e-07 3.8067816335921195e-07 1.163694676304456e-06 -6.0966782010988644e-07 -1.4789132757405591e-06 2.5905201213886772e-06 7.5036590034260187e-07 -1.186140017649529e-06 5.6936943829478461e-07 -2.4883283756372251e-06 2.2954685264375305e-06 -1.1687677805674377e-06 -6.0798490101826088e-07 -1.0974460506904898e-08 -1.3923404860065602e-06 -1.1631675100186934e-07 -3.3674837811759066e-07 1.6210099323643591e-06 -1.0336403928180436e-06 2.1641461701381648e-06 -2.395848527072531e-06 1.4867864121015374e-06
leaf_weight=32 45 21 23 23 21 22 22 41 24 38 27 24 26 22 47 23 37 21 21 26 33 2251 25 87 25 30 23 21 20 20
leaf_count=32 45 21 23 23 21 22 22 41 24 38 27 24 26 22 47 23 37 21 21 26 33 2251 25 87 25 30 23 21 20 20
internal_value=0 1.45779e-08 -1.90394e-07 -7.89881e-07 -3.37104e-08 5.58832e-08 -1.63181e-07 3.75787e-07 5.692e-09 4.69867e-08 -1.54709e-09 -5.71354e-09 -5.0891e-10 -2.40099e-08 1.29269e-07 5.94455e-08 1.35436e-07 -5.37728e-07 2.5783e-07 -7.78882e-09 6.71417e-07 -2.41948e-08 1.14238e-07 -4.87802e-09 1.48602e-07 -3.21215e-07 4.68992e-07 5.08307e-07 -1.2519e-06 1.83329e-07
internal_weight=0 2899 222 46 176 155 92 63 2878 70 2833 2809 2785 2358 427 400 377 58 319 2332 55 2277 298 251 226 98 53 128 45 107
internal_count=3121 2899 222 46 176 155 92 63 2878 70 2833 2809 2785 2358 427 400 377 58 319 2332 55 2277 298 251 226 98 53 128 45 107
is_linear=0
shrinkage=0.1


Tree=8248
num_leaves=31
num_cat=0
split_feature=132 1185 15 1204 132 2 2 43 3 133 480 133 131 483 1446 160 1 4 154 157 1446 481 133 1446 1446 1420 1420 158 484 42
split_gain=7.01777e-10 2.80968e-09 1.89023e-09 9.05651e-10 7.37988e-10 1.68974e-09 1.67206e-09 9.50645e-10 9.64773e-10 9.55582e-10 6.8152e-10 5.27901e-09 1.0352e-08 1.20498e-09 1.54114e-09 2.93056e-09 2.48273e-09 2.62798e-09 1.20674e-09 2.04515e-09 1.21517e-09 4.32927e-09 7.38897e-09 3.65616e-09 2.10459e-09 1.42482e-09 1.30762e-09 1.1073e-09 2.65001e-09 5.54309e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.081919999999999979 -0.41094499999999995 0.10136500000000002 0.089725000000000013 -0.008069999999999999 -0.085709999999999995 -0.015164999999999998 0.10344000000000002 0.091935000000000003 0.088495000000000004 -0.47356499999999996 0.091725000000000015 -0.063384999999999983 0.086720000000000005 -0.064804999999999988 0.084190000000000001 0.63604500000000008 0.085345000000000018 -0.081539999999999987 -0.0084449999999999994 0.083715000000000026 0.057835000000000004 -0.08341999999999998 -0.073999999999999996 0.07968500000000002 0.090535000000000018 0.10194000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 6 7 -1 9 -9 -6 13 12 -12 -5 18 16 17 -16 19 20 23 22 -22 24 25 -15 -27 -28 29 -29
right_child=1 3 -4 10 5 -7 -8 8 -10 -11 11 -13 -14 14 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-4.147829898215605e-07 1.1656199149001624e-06 4.4486584974255616e-07 -9.0954925857052634e-07 -6.9938565161464794e-07 -6.5956553330082102e-07 -8.9896851005295724e-07 7.823790617018339e-07 -1.0507970093461457e-07 7.1888296007374367e-07 1.3298122045680743e-07 1.1724625567356459e-06 -1.5351801299819574e-06 -1.6258201645769078e-06 6.8049210114857553e-07 4.7040185099040573e-07 1.390678597624134e-06 9.5117807053730239e-07 -9.9703247400384511e-07 7.5302661376294313e-07 -1.0154096526093781e-06 1.4593975720345043e-06 -1.4481872723920858e-06 -7.9354682198782403e-07 1.0273801106969975e-06 -9.7561487525478125e-07 -8.0702864636350578e-07 -1.9622973299612886e-08 1.8151030873158373e-07 -4.9064406882880193e-07 1.9241420473647964e-06
leaf_weight=20 21 46 30 24 32 26 28 30 27 29 39 24 20 31 23 23 23 26 21 20 24 26 37 35 22 20 2118 209 47 20
leaf_count=20 21 46 30 24 32 26 28 30 27 29 39 24 20 31 23 23 23 26 21 20 24 26 37 35 22 20 2118 209 47 20
internal_value=0 1.31232e-08 -1.71355e-07 4.7137e-09 -5.60126e-08 -1.69204e-07 2.83562e-07 -8.40841e-09 2.85218e-07 -2.82781e-07 -2.43567e-09 -2.84755e-07 2.23892e-07 6.08835e-09 1.23017e-08 4.07991e-07 9.40763e-08 -3.08237e-07 -1.99124e-09 -8.06843e-09 -2.86726e-10 -3.67685e-07 9.28575e-08 1.24885e-08 -1.91004e-09 6.85131e-09 -1.79942e-09 4.92764e-09 1.93327e-07 3.33705e-07
internal_weight=0 2899 222 2878 192 144 48 118 57 61 2832 83 59 2749 2725 95 72 49 2630 2609 2589 87 61 2502 2467 2445 2414 2394 276 229
internal_count=3121 2899 222 2878 192 144 48 118 57 61 2832 83 59 2749 2725 95 72 49 2630 2609 2589 87 61 2502 2467 2445 2414 2394 276 229
is_linear=0
shrinkage=0.1


Tree=8249
num_leaves=31
num_cat=0
split_feature=142 11 33 47 47 47 1453 51 147 147 48 457 48 52 48 132 403 1204 132 1209 151 1213 1212 401 400 1447 1456 1447 49 4
split_gain=6.5426e-10 1.43811e-09 1.36395e-09 8.24222e-10 6.89683e-09 6.34292e-09 1.21119e-09 1.1645e-09 9.20175e-10 1.00922e-09 9.48908e-10 2.60706e-09 1.06471e-09 9.94246e-10 3.90293e-09 3.57742e-09 2.55101e-08 1.26633e-08 3.98023e-09 3.64033e-09 2.55465e-09 2.53565e-09 5.68031e-09 1.32785e-08 2.9714e-09 2.36179e-09 7.78466e-09 4.90353e-09 2.05808e-09 3.61902e-09
threshold=-0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.096475000000000019 0.090100000000000013 -1.0000000180025095e-35 -0.41904999999999998 0.099730000000000027 0.093875000000000014 0.12879500000000002 0.41022000000000008 0.10911000000000001 0.0031350000000000002 0.10078500000000001 -0.083284999999999984 -0.074254999999999988 -0.08130999999999998 -0.41094499999999995 -0.084519999999999984 0.015440000000000001 -0.24064499999999997 -0.089544999999999986 0.09530000000000001 -0.014055 -0.086279999999999982 0.085790000000000019 -0.084334999999999979 -0.088694999999999982 -0.010384999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 8 -6 -8 9 10 11 12 13 14 15 16 -4 -17 -18 -19 -15 -21 -23 24 -24 26 -26 -27 29 -29
right_child=1 2 3 4 6 -7 7 -9 -10 -11 -12 -13 -14 20 -16 17 18 19 -20 21 -22 22 23 -25 25 27 -28 28 -30 -31
leaf_value=5.2010833210639862e-07 -7.1744950663596029e-07 -7.3314082510478336e-07 3.3995119243475836e-06 1.912177423589258e-06 7.8880572743855734e-07 -1.3096772526345424e-06 -7.3288579404193335e-07 4.1603531200974997e-08 5.2554642760536381e-07 -6.1797349268580058e-07 -5.9299922620189488e-07 1.0515626017948422e-06 -6.5847065494987575e-07 -8.3310440398575024e-08 1.2784645968202733e-06 -2.374056842055242e-06 4.3980290226644771e-07 1.3836755658758195e-06 -1.3576144185987819e-06 -7.806825482210917e-07 1.0574897271808938e-06 1.4318680553452426e-06 9.5271299305939778e-07 -2.5398516436325736e-06 4.3919493653750881e-07 1.3224852599099298e-06 -2.0061109738810994e-06 7.8915602237688578e-08 6.5472199560364916e-08 -1.26506611608916e-06
leaf_weight=24 28 25 24 21 20 37 21 257 34 26 26 24 24 1060 26 22 22 20 28 38 20 29 36 20 30 30 23 51 1042 33
leaf_count=24 28 25 24 21 20 37 21 257 34 26 26 24 24 1060 26 22 22 20 28 38 20 29 36 20 30 30 23 51 1042 33
internal_value=0 -4.02978e-09 2.4791e-09 8.52065e-09 1.60606e-07 -9.28311e-09 3.71732e-08 -1.69011e-08 8.61666e-09 1.99435e-09 8.12797e-09 1.41346e-08 4.47664e-09 1.07064e-08 6.41135e-08 4.23089e-08 7.19605e-07 5.83154e-09 -5.66751e-07 4.45575e-08 -6.21845e-08 2.44507e-08 4.80944e-08 1.63716e-08 5.74354e-08 3.0777e-08 -6.21976e-07 6.07042e-08 2.70866e-08 -4.49077e-07
internal_weight=0 3097 3069 3044 319 2725 298 278 2688 2654 2628 2602 2578 2554 1474 1448 74 1374 50 1352 1080 1332 1294 1265 1245 1209 53 1156 1126 84
internal_count=3121 3097 3069 3044 319 2725 298 278 2688 2654 2628 2602 2578 2554 1474 1448 74 1374 50 1352 1080 1332 1294 1265 1245 1209 53 1156 1126 84
is_linear=0
shrinkage=0.1


Tree=8250
num_leaves=31
num_cat=0
split_feature=132 132 43 4 131 131 1447 4 160 1456 15 130 1210 133 480 3 483 2 47 47 47 160 376 50 42 474 475 484 133 12
split_gain=7.44759e-10 2.88123e-09 1.49858e-09 1.66508e-09 7.34097e-10 4.88942e-09 3.99817e-09 1.0263e-08 2.54857e-09 2.22739e-09 2.6897e-09 2.33678e-09 6.09078e-09 4.74244e-09 2.05901e-09 7.07557e-09 1.45402e-09 1.21454e-09 1.19504e-09 7.16533e-09 3.58213e-09 1.48054e-09 1.23673e-09 1.28291e-09 4.47979e-09 2.01978e-09 1.80058e-09 7.59364e-09 8.80315e-09 3.55112e-09
threshold=-0.083174999999999985 -0.037359999999999997 -0.010739999999999998 -0.08484499999999999 0.090690000000000007 0.090175000000000019 0.059120000000000013 -0.0078799999999999981 -0.42113499999999993 -0.065759999999999985 0.093575000000000019 0.08610000000000001 -0.079004999999999978 0.41553500000000004 0.10344000000000002 -0.075634999999999994 -0.47356499999999996 0.12844500000000003 0.092165000000000011 0.096475000000000019 0.088915000000000008 0.40950000000000003 0.088720000000000007 -0.099524999999999988 0.090835000000000013 -0.45463999999999999 -0.085719999999999977 0.086135000000000017 0.086990000000000012 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 14 -8 -6 -10 11 12 -11 -13 16 -16 -3 -14 20 -20 21 22 23 24 -18 -25 27 28 29 -27
right_child=1 4 -4 -5 8 -7 7 -9 9 10 -12 13 17 -15 15 -17 18 -19 19 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-1.2280625441007942e-07 9.0256082880083941e-07 -8.3323430295595688e-07 -4.5526129202720784e-08 -1.3421016712116052e-06 1.2070940686369018e-06 -1.5005888694862404e-06 2.5902881728256944e-06 -6.1330919606916725e-07 9.9664835223241734e-07 1.6197427252488223e-06 -1.0435753129355442e-06 -1.7207691223575238e-06 -8.9550916903050907e-08 3.8473504535273683e-07 4.3216062621809216e-07 -1.7244497567405453e-06 -2.3526321483887736e-07 5.5765740285096395e-07 -1.8890305637875789e-06 -2.668389844235306e-08 1.3251784631999423e-06 6.7730517609258345e-07 -5.9596006916335145e-07 -1.0009841446390056e-06 1.5960891472972933e-06 1.3547549388608933e-06 -1.4924539223637306e-08 1.8968539638290866e-06 -1.5971242667261595e-06 -1.1498281261473105e-07
leaf_weight=24 36 21 177 21 21 22 20 20 24 27 23 20 169 23 32 29 34 35 23 203 21 33 34 20 22 31 1869 26 26 35
leaf_count=24 36 21 177 21 21 22 20 20 24 27 23 20 169 23 32 29 34 35 23 203 21 33 34 20 22 31 1869 26 26 35
internal_value=0 1.35142e-08 -1.7653e-07 -6.91811e-07 2.33516e-09 -1.63154e-08 -3.2486e-09 9.88489e-07 1.39815e-07 6.99932e-08 -4.88805e-09 8.2301e-08 2.08299e-07 -5.94569e-07 -1.9381e-08 -5.93113e-07 -4.78646e-09 2.14897e-08 2.5326e-09 -2.16215e-07 2.55158e-08 1.27022e-08 2.24354e-09 1.21024e-08 4.84197e-07 -1.07009e-09 8.99447e-09 3.87847e-07 -3.86112e-08 5.75349e-07
internal_weight=0 2899 222 45 2863 2521 2499 40 342 321 297 274 231 43 2459 61 2398 204 2377 226 2151 2130 2097 2063 56 2007 1987 118 92 66
internal_count=3121 2899 222 45 2863 2521 2499 40 342 321 297 274 231 43 2459 61 2398 204 2377 226 2151 2130 2097 2063 56 2007 1987 118 92 66
is_linear=0
shrinkage=0.1


Tree=8251
num_leaves=31
num_cat=0
split_feature=402 1212 401 1208 1208 401 3 401 1209 1212 1209 132 394 15 1204 2 15 132 0 4 0 131 131 1447 4 129 15 15 52 42
split_gain=6.19773e-10 1.07434e-09 8.48259e-10 7.29137e-10 9.42634e-10 7.25193e-10 8.73221e-09 8.90476e-10 9.36988e-10 2.00346e-09 1.55103e-09 8.89692e-10 2.34789e-09 1.86997e-09 8.26987e-10 7.22081e-10 6.84415e-10 1.25905e-09 1.82687e-09 9.37587e-10 7.703e-10 6.62757e-10 3.99056e-09 3.28262e-09 8.31291e-09 2.20939e-09 1.84459e-09 3.53802e-09 1.70686e-09 3.01471e-09
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 0.11531000000000001 0.10233500000000001 0.11602000000000001 -0.078724999999999976 0.11061500000000002 -0.084519999999999984 -0.030914999999999995 -0.069599999999999981 -0.083449999999999983 0.12358500000000001 0.092400000000000024 -0.081919999999999979 0.084855000000000014 0.084510000000000016 -0.41094499999999995 -0.084804999999999978 0.010840000000000001 -0.097274999999999986 0.090690000000000007 0.090150000000000022 0.059120000000000013 -0.0078799999999999981 0.080675000000000011 0.11657500000000001 0.12044500000000001 0.016565000000000003 0.096450000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 9 -1 -10 13 14 16 15 -13 17 19 20 -12 -19 22 23 26 -25 28 -16 -28 -23 -30
right_child=-2 -3 -4 -5 -6 6 -8 -9 10 -11 11 12 -14 -15 21 -17 -18 18 -20 -21 -22 25 -24 24 -26 -27 27 -29 29 -31
leaf_value=2.23468310878161e-07 5.4142436142899982e-07 -7.1650020973244131e-07 5.9337832093812428e-07 -5.3076663474572479e-07 5.4966596852893662e-07 -1.9508083818209344e-06 8.7841811525398356e-07 6.0803858019653496e-07 8.3952849701580077e-07 -1.1919690140871354e-06 -2.6574124721686793e-07 8.7795459762673995e-07 1.0409040349011114e-06 -1.1226492381410936e-06 -1.7792815609420371e-09 5.6377872248919196e-08 2.112745130489202e-07 -5.9310424809020587e-07 -1.0730915379516168e-06 6.5844297187536349e-07 1.4692898319551135e-07 -1.1319099238814347e-09 -1.3045270923347139e-06 2.3312341460268728e-06 -5.5197827009578759e-07 -7.0845467392237947e-07 -1.3634868711788246e-06 -1.1036878397522508e-07 7.2976949198988448e-07 -6.1515589436567105e-07
leaf_weight=20 21 21 24 26 31 20 24 24 22 20 21 20 22 20 2107 23 50 22 30 23 39 149 24 20 20 28 29 101 100 20
leaf_count=20 21 21 24 26 31 20 24 24 22 20 21 20 22 20 2107 23 50 22 30 23 39 149 24 20 20 28 29 101 100 20
internal_value=0 -3.67112e-09 1.19065e-09 -3.46156e-09 1.06467e-09 -4.60799e-09 -4.07594e-07 1.3945e-09 -3.57459e-09 -4.8425e-07 3.07836e-09 -3.33793e-09 1.21154e-08 -2.0408e-07 3.54539e-09 4.38507e-07 -1.04775e-07 -2.21831e-07 -4.34185e-07 2.17355e-07 -1.19968e-07 -3.65373e-09 -2.17996e-08 -8.2794e-09 8.89628e-07 1.36931e-07 -2.4335e-08 -3.89911e-07 2.24926e-07 5.05615e-07
internal_weight=0 3100 3079 3055 3029 2998 44 2954 2930 40 2890 2868 2663 205 2641 43 185 135 91 44 61 2598 2301 2277 40 297 2237 130 269 120
internal_count=3121 3100 3079 3055 3029 2998 44 2954 2930 40 2890 2868 2663 205 2641 43 185 135 91 44 61 2598 2301 2277 40 297 2237 130 269 120
is_linear=0
shrinkage=0.1


Tree=8252
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 403 1212 1212 401 1210 42 403 1212 0 3 402 2 402 401 390 1213 4 16 1186 132 43 394 132 403 52 3 1212
split_gain=6.11401e-10 1.917e-09 1.08476e-09 7.1588e-09 9.61022e-10 2.04579e-09 7.1258e-09 6.27821e-09 1.7972e-09 1.62935e-09 9.85623e-10 8.20004e-09 9.76458e-09 8.77443e-10 5.25271e-09 2.17863e-09 4.07143e-09 1.69872e-09 9.56827e-10 6.3326e-09 2.6724e-09 1.42179e-09 1.45597e-09 2.86395e-08 2.2599e-08 3.29954e-09 1.81015e-09 3.23581e-09 2.36626e-09 1.19414e-09
threshold=0.11846000000000001 0.10683000000000002 -0.087714999999999987 -0.0047449999999999992 -0.41556999999999994 -0.089544999999999986 0.092675000000000021 -0.21410999999999997 0.089625000000000024 0.072365000000000027 -0.009474999999999999 -0.086729999999999988 -0.078344999999999984 0.11174500000000002 0.097220000000000015 0.10708500000000001 0.09530000000000001 0.088375000000000023 0.10336000000000002 -0.081114999999999979 -0.088909999999999989 -0.107555 -0.083284999999999984 -0.011694999999999999 0.0047000000000000011 -0.085534999999999986 -0.42244999999999994 0.090245000000000006 -0.082879999999999995 0.11796000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 9 -7 -4 -6 11 -9 -13 15 -15 16 17 18 21 -20 -21 -12 23 -23 26 -25 27 28 -24 -28
right_child=-2 -3 4 -5 5 7 -8 10 -10 -11 13 12 -14 14 -16 -17 -18 -19 19 20 -22 22 24 25 -26 -27 29 -29 -30 -31
leaf_value=1.5605592972599847e-06 4.828985350531394e-07 -9.1361355959199268e-07 1.7819686407427113e-07 -8.6954545343525584e-07 -8.7594804437598909e-07 -1.6212868539848085e-06 1.8490046552043484e-06 -1.1970943848174773e-06 -1.0588261375232834e-06 3.4236618771303811e-07 8.0695484918826638e-07 2.3742097721634748e-06 -4.2971270352648827e-07 -1.4109768230810005e-06 7.6329004428998824e-07 9.4913735703509399e-07 -1.3326792782208941e-06 7.7829973800394974e-07 -1.284429474824906e-06 -4.2277141535474922e-07 1.0388180110328057e-06 3.6465423149097249e-06 6.6935638145608855e-07 -2.4050518679693416e-08 -3.0110637653137931e-06 -1.3545560278771519e-06 3.9638167401471848e-09 1.5517682695211816e-06 -7.6574781985527803e-07 -6.7757542209479789e-07
leaf_weight=27 26 23 23 22 21 24 26 23 24 23 22 27 23 25 20 24 23 28 39 22 29 22 27 122 25 22 2292 21 20 26
leaf_count=27 26 23 23 22 21 24 26 23 24 23 22 27 23 25 20 24 23 28 39 22 29 22 27 122 25 22 2292 21 20 26
internal_value=0 -4.06112e-09 2.74868e-09 4.69492e-07 -4.81679e-09 2.26887e-09 5.3648e-07 -1.05993e-08 -4.53474e-07 -2.39102e-07 2.81381e-09 3.65577e-07 1.08441e-06 -6.61363e-09 -4.44636e-07 5.177e-10 -7.79138e-09 3.42409e-09 -4.64453e-09 -3.252e-07 4.08328e-07 6.45589e-09 -3.78018e-10 2.86082e-07 -2.01011e-08 -2.27322e-07 1.12376e-08 5.19776e-07 5.86737e-08 -3.68071e-09
internal_weight=0 3095 3072 49 3023 2976 70 2906 47 44 2882 73 50 2809 45 2764 2740 2717 2689 90 51 2599 2577 166 2411 144 2386 68 47 2318
internal_count=3121 3095 3072 49 3023 2976 70 2906 47 44 2882 73 50 2809 45 2764 2740 2717 2689 90 51 2599 2577 166 2411 144 2386 68 47 2318
is_linear=0
shrinkage=0.1


Tree=8253
num_leaves=31
num_cat=0
split_feature=132 399 43 393 1 1185 1213 1177 394 1186 394 129 4 12 12 15 41 41 33 14 142 51 0 1210 1213 3 4 133 1210 4
split_gain=6.94011e-10 2.34424e-09 2.02494e-09 7.71757e-10 2.18848e-09 8.25659e-10 1.73733e-09 9.8457e-10 1.47535e-09 1.25266e-09 1.3359e-09 8.22982e-10 5.03322e-09 3.1902e-09 5.74545e-09 2.52754e-09 1.39363e-09 2.96077e-09 2.85982e-09 1.04639e-09 2.63599e-09 1.22661e-09 9.57075e-10 5.06302e-09 3.80041e-09 9.58793e-09 7.70457e-09 1.25616e-08 3.27628e-09 7.42786e-09
threshold=-0.083449999999999983 0.091580000000000009 -0.013024999999999998 0.088255000000000014 0.088975000000000012 0.085905000000000009 -0.075109999999999982 -0.078779999999999989 -0.10421499999999999 0.084720000000000004 -1.0000000180025095e-35 0.085395000000000013 -0.078439999999999996 0.090285000000000018 0.099400000000000002 0.087260000000000018 0.088520000000000015 0.093020000000000019 -0.0066799999999999993 0.081185000000000021 -0.057499999999999989 -1.0000000180025095e-35 -0.086934999999999985 -0.018549999999999994 0.04198000000000001 -0.081334999999999977 -0.076779999999999987 -0.017654999999999997 -0.13847499999999999 -0.080744999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 7 -7 -2 -9 10 -10 16 15 -14 -15 -13 18 -18 -12 20 -20 -21 23 -22 26 -26 27 -25 29 -24
right_child=1 -3 -4 4 -6 6 -8 8 9 -11 11 12 13 14 -16 -17 17 -19 19 21 22 -23 28 24 25 -27 -28 -29 -30 -31
leaf_value=-8.463840325057882e-07 7.0139856234163744e-07 7.9313809413038504e-07 -3.3729711598312584e-08 1.4786574391056254e-07 -1.1151414392553188e-06 -3.4239729586715837e-07 8.3218578207824037e-07 -7.5249048340817987e-07 -5.4202387231170076e-07 7.5591297585023398e-07 1.0107070486193542e-06 1.8652025367125383e-06 5.4264972927090388e-07 -1.7485664242345731e-06 3.3415557486141219e-07 3.9554373324790505e-07 -1.4745935266091692e-06 3.5568876372766481e-08 1.1469882718806446e-06 3.6835518812949888e-08 -1.5218242433926814e-06 -9.5376504927457974e-07 2.1033611479500299e-06 1.0480877093057743e-07 2.492685207471368e-06 -3.33963931022178e-07 -7.1385449239080359e-09 -2.6487799592208225e-06 1.5273985236008218e-08 -3.5958106855105148e-07
leaf_weight=37 20 38 179 34 23 20 34 26 45 22 28 22 35 26 27 25 20 37 20 25 24 25 24 37 20 30 722 30 1441 25
leaf_count=37 20 38 179 34 23 20 34 26 45 22 28 22 35 26 27 25 20 37 20 25 24 25 24 37 20 30 722 30 1441 25
internal_value=0 1.2859e-08 -1.72934e-07 2.51692e-09 -3.61769e-07 9.90634e-09 3.97155e-07 2.31874e-09 -2.79149e-09 4.40119e-09 -1.74957e-09 7.44919e-09 2.47965e-07 -1.9827e-07 -6.87557e-07 1.08347e-06 -5.49723e-09 -4.94313e-07 5.87057e-09 -5.74124e-09 3.79782e-09 -4.58465e-07 -5.91906e-09 -8.97202e-08 -4.87541e-08 7.96696e-07 -1.02331e-07 -1.12814e-06 4.26181e-08 8.46758e-07
internal_weight=0 2905 216 2867 57 2810 54 2756 2736 2710 2688 2643 135 88 53 47 2508 57 2451 2423 2373 50 2353 863 839 50 789 67 1490 49
internal_count=3121 2905 216 2867 57 2810 54 2756 2736 2710 2688 2643 135 88 53 47 2508 57 2451 2423 2373 50 2353 863 839 50 789 67 1490 49
is_linear=0
shrinkage=0.1


Tree=8254
num_leaves=31
num_cat=0
split_feature=1429 1419 157 154 474 471 97 34 104 34 33 45 142 2 132 0 1211 1204 481 1209 1212 1 3 1 133 16 4 1210 474 1447
split_gain=5.91215e-10 1.41305e-09 5.67249e-09 9.35105e-10 1.37578e-09 1.29855e-09 7.45186e-10 1.37428e-09 1.71912e-09 1.92201e-09 2.12799e-09 9.88166e-10 1.39123e-09 7.05066e-10 7.44919e-09 2.45684e-08 1.3758e-08 7.31732e-09 4.1999e-09 2.67937e-09 4.04528e-09 2.67817e-09 1.32336e-08 9.41256e-09 2.98542e-09 4.84715e-09 1.16073e-08 7.78127e-09 2.35717e-09 2.23593e-09
threshold=0.12521000000000002 0.091465000000000005 -0.06482499999999998 0.084190000000000001 -0.26322499999999993 -1.0000000180025095e-35 -0.086464999999999986 -0.08786999999999999 0.086600000000000024 -0.057544999999999992 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 0.080205000000000012 -0.083284999999999984 -0.082284999999999983 0.11048500000000001 -0.064464999999999981 -0.084999999999999992 -0.084519999999999984 -0.083344999999999989 0.093700000000000019 -0.07359499999999998 0.095025000000000012 -0.14717499999999997 -0.080954999999999985 -0.080094999999999986 -0.049339999999999995 0.088290000000000021 0.059120000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7 -8 9 -9 -11 12 -12 14 15 -14 17 -16 -19 20 -15 22 24 -23 -20 26 -26 -27 -29 -21
right_child=-2 2 -4 -5 5 6 7 8 -10 10 11 -13 13 19 16 -17 -18 18 21 29 -22 23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-7.3825071297051185e-07 5.4195091106379331e-07 7.3500446709268939e-07 -1.4078947836537738e-06 6.5483256577181243e-07 7.9026420367188711e-07 -5.7870291023866893e-07 5.9514476158885654e-07 8.2845342603832255e-07 -9.2636497313947078e-07 -1.0319915350009979e-06 7.8405099805462193e-07 -5.4092122414920485e-07 -9.2266402847681934e-07 1.4275223479258287e-07 1.8303037469043677e-06 3.9200222401447604e-06 -2.010901404680965e-06 -1.3080047895383277e-06 -9.5972620820940294e-07 -2.0580517877474735e-08 -1.7976303189200171e-06 -2.2066030251721713e-06 2.8050669467916122e-06 5.6749722889865464e-08 2.8899136536676364e-06 -1.9012264009177216e-06 -5.3615428282068316e-08 4.4840820579613212e-07 -6.7871068317206507e-07 7.9685726612243516e-07
leaf_weight=25 20 21 30 22 21 22 39 28 20 20 23 33 22 22 24 20 32 22 23 2114 21 20 20 226 21 20 37 96 23 34
leaf_count=25 20 21 30 22 21 22 39 28 20 20 23 33 22 22 24 20 32 22 23 2114 21 20 20 226 21 20 37 96 23 34
internal_value=0 -3.49773e-09 -5.25525e-07 5.23124e-09 5.11547e-10 6.66175e-09 1.14342e-09 5.45309e-09 -2.42023e-09 3.9496e-09 -4.08594e-09 3.11985e-09 9.48629e-09 3.11697e-09 9.8584e-08 1.38338e-06 2.90795e-09 1.24039e-07 4.34284e-08 -2.32879e-08 -8.04876e-07 1.04604e-07 3.42268e-07 -1.27263e-07 1.18377e-07 2.44247e-07 1.01215e-06 -7.61704e-08 2.30562e-07 -7.64156e-09
internal_weight=0 3101 51 3050 3028 3003 2982 2960 2921 2901 2873 2853 2820 2797 606 42 564 532 508 2191 43 486 240 246 220 197 58 139 119 2148
internal_count=3121 3101 51 3050 3028 3003 2982 2960 2921 2901 2873 2853 2820 2797 606 42 564 532 508 2191 43 486 240 246 220 197 58 139 119 2148
is_linear=0
shrinkage=0.1


Tree=8255
num_leaves=31
num_cat=0
split_feature=132 394 43 13 401 0 42 133 2 133 1208 133 1209 1209 1209 42 42 42 42 4 42 43 51 42 401 3 390 401 15 4
split_gain=7.66633e-10 2.02771e-09 1.60638e-09 1.12609e-09 7.38232e-10 2.24373e-09 1.90749e-09 1.52009e-09 3.9801e-09 1.29309e-09 1.15505e-09 1.63931e-09 2.24599e-09 8.11072e-10 1.29159e-09 1.00906e-09 4.60436e-09 4.21023e-09 4.06639e-09 3.59264e-09 3.0403e-09 2.64497e-09 1.77893e-09 1.56424e-09 1.65204e-09 5.05192e-09 2.16683e-09 1.49511e-09 2.54918e-09 1.46628e-09
threshold=-0.083174999999999985 0.090335000000000013 -0.011244999999999998 -0.01163 -0.13200999999999999 -0.071924999999999989 0.11747 0.51114000000000004 0.088055000000000008 0.41484500000000007 0.11253500000000001 0.40431 -0.097919999999999993 -0.087714999999999987 -0.065739999999999979 0.097640000000000018 0.096450000000000022 0.099760000000000015 0.095885000000000012 -0.055319999999999994 0.10705500000000003 -0.063379999999999978 -0.069944999999999993 0.095185000000000006 0.10632500000000002 -0.078724999999999976 0.090020000000000017 0.092675000000000021 0.084905000000000022 -0.046564999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 6 -2 9 -9 10 11 12 -6 -14 -15 16 18 29 23 -19 21 -21 -22 24 26 -26 27 -16 -29 -17
right_child=1 -3 -4 -5 7 -7 -8 8 -10 -11 -12 -13 13 14 15 17 -18 19 -20 20 22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-2.2794771749348995e-07 -6.1254700948007542e-07 8.1815033953966292e-07 -4.7250127566743247e-08 -1.2517110269256937e-06 -1.0341395355204614e-06 1.0673705844510552e-06 5.9266837411087185e-07 3.0367136490815976e-07 -1.6251964468239066e-06 6.1859731137220108e-07 -7.4071727372678914e-07 7.7908939601911706e-07 5.4941338105520657e-07 -6.0489037618286345e-07 -1.9845171816586323e-08 5.3106926543478041e-07 -1.1698011839618685e-06 7.0554252343315279e-07 1.2224881490712709e-06 -2.1599753419347207e-07 8.8787394593675177e-07 -1.6413540459611996e-06 -1.0811676669543455e-07 -7.6864256089211104e-07 -3.1528417035918791e-07 1.5291580447646318e-06 -1.0280862820114376e-06 1.302761049136398e-06 -1.7050111201418379e-07 1.7419712759192407e-06
leaf_weight=22 29 31 179 21 21 26 24 23 20 34 21 27 27 35 2095 20 34 58 27 30 22 23 97 27 33 27 21 23 24 20
leaf_count=22 29 31 179 21 21 26 24 23 20 34 21 27 27 35 2095 20 34 58 27 30 22 23 97 27 33 27 21 23 24 20
internal_value=0 1.37221e-08 -1.79093e-07 -7.27925e-07 5.02708e-09 3.06479e-07 -6.67891e-08 -3.5117e-09 -5.93476e-07 5.72664e-09 -1.95684e-09 3.80829e-09 -4.04929e-09 4.13531e-09 -1.49256e-09 6.6899e-09 -1.46822e-08 1.89619e-07 2.56599e-09 2.49404e-08 -2.04565e-07 -8.34548e-07 7.6016e-08 -1.20731e-08 -2.88398e-09 5.14715e-07 -1.72418e-08 -7.33154e-09 5.50457e-07 1.13652e-06
internal_weight=0 2899 222 43 2868 79 53 2789 43 2746 2712 2691 2664 2643 2616 2581 2311 270 2277 230 172 53 119 2250 2223 60 2163 2142 47 40
internal_count=3121 2899 222 43 2868 79 53 2789 43 2746 2712 2691 2664 2643 2616 2581 2311 270 2277 230 172 53 119 2250 2223 60 2163 2142 47 40
is_linear=0
shrinkage=0.1


Tree=8256
num_leaves=31
num_cat=0
split_feature=421 9 10 43 2 12 34 149 2 132 1185 1203 1186 129 131 131 160 160 159 160 130 12 42 1456 15 160 131 131 1446 1443
split_gain=6.85263e-10 1.28607e-09 2.22318e-09 2.58915e-09 1.69373e-09 1.08276e-09 1.0244e-09 9.06834e-10 9.48323e-10 7.17407e-10 1.91513e-09 1.51731e-09 7.46005e-10 8.73973e-10 6.98818e-10 4.26601e-09 2.9224e-09 1.24018e-08 8.98771e-09 2.29387e-09 1.68685e-09 4.87766e-09 4.2591e-09 1.74154e-09 2.47593e-09 1.67909e-09 1.54346e-09 2.99239e-09 1.50649e-09 1.53688e-09
threshold=-1.0000000180025095e-35 0.092410000000000006 0.053330000000000009 -0.080419999999999978 -0.090999999999999984 -0.015429999999999998 -0.085114999999999982 0.091325000000000003 -0.023999999999999997 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.091754999999999989 -0.08133 0.090690000000000007 0.090175000000000019 -0.54512499999999997 -0.55248999999999981 -0.025879999999999997 -0.42113499999999993 0.08610000000000001 0.089085000000000011 -0.091729999999999992 -0.065759999999999985 0.093575000000000019 -0.53327999999999987 0.11767000000000001 0.11049500000000002 -0.073109999999999994 0.087645000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -3 -6 8 -8 11 -11 -10 -12 -14 15 16 17 18 -15 -16 22 -22 -21 -24 26 -18 27 -25 -27 -30
right_child=1 5 3 -5 6 -7 7 -9 9 10 12 -13 13 14 19 -17 25 -19 -20 20 21 -23 23 24 -26 28 -28 -29 29 -31
leaf_value=-5.8346998940805863e-07 7.9411354938414476e-07 -2.1179460234287988e-08 7.8574453254987028e-08 -1.5112394305019519e-06 6.6331130547634697e-07 9.3622428136296984e-07 -6.8632809586688386e-07 -4.7368140818301668e-07 -7.2695695961573014e-08 9.7000156942039251e-07 -5.8239164936984319e-07 -8.8695595737730262e-07 5.5266426215894179e-07 -1.7821566424138589e-06 1.1845145414213222e-06 -1.4637514912863026e-06 -9.2919545380709678e-07 2.4819902141833458e-06 1.0160924465670481e-06 1.3950510518812876e-06 -1.5638260265404825e-06 4.4208021984525629e-07 8.7026995545428412e-07 1.2541678042325205e-07 -1.1044884948319123e-06 8.5517253939570997e-07 6.1688932589731854e-07 -1.0570490089251577e-06 -7.2352250396453023e-09 -7.6646572808756369e-07
leaf_weight=20 27 21 20 21 23 27 20 41 191 21 21 26 30 22 20 20 20 24 24 26 22 27 23 121 20 20 40 26 2130 27
leaf_count=20 27 21 20 21 23 27 20 41 191 21 21 26 30 22 20 20 20 24 24 26 22 27 23 121 20 20 40 26 2130 27
internal_value=0 3.76192e-09 -4.313e-09 -7.3572e-07 5.64308e-09 5.1736e-07 -1.48881e-09 -6.651e-09 -9.56293e-11 4.63538e-09 1.87753e-08 -1.70257e-07 1.12741e-08 1.59929e-08 9.82895e-09 -9.66968e-09 3.15857e-09 6.39236e-07 -3.22201e-07 1.47039e-07 7.90082e-08 -4.58531e-07 1.81896e-07 4.47573e-08 -4.69664e-08 -1.71079e-08 6.61376e-08 -8.37268e-08 -8.7286e-09 -1.67388e-08
internal_weight=0 3101 3053 41 3012 48 2985 2962 2921 2901 2684 217 2663 2642 2612 2287 2267 70 46 325 305 49 256 230 207 2197 187 147 2177 2157
internal_count=3121 3101 3053 41 3012 48 2985 2962 2921 2901 2684 217 2663 2642 2612 2287 2267 70 46 325 305 49 256 230 207 2197 187 147 2177 2157
is_linear=0
shrinkage=0.1


Tree=8257
num_leaves=31
num_cat=0
split_feature=402 401 1212 15 1208 1208 1208 403 1212 1212 1210 1210 2 1212 52 401 402 402 132 132 120 482 0 120 0 483 484 43 4 33
split_gain=6.7269e-10 1.11142e-09 7.47014e-10 2.87422e-09 8.66505e-10 8.88906e-10 7.34182e-10 6.49392e-10 9.95132e-10 1.9028e-09 2.31594e-09 1.5124e-09 1.2511e-09 1.03992e-09 2.46302e-09 1.2899e-09 5.72173e-09 1.0783e-09 7.28931e-10 1.34802e-09 1.35758e-09 1.0041e-09 5.04082e-09 3.3203e-09 3.03791e-09 6.43238e-09 4.43929e-09 2.78006e-09 2.27208e-09 1.31877e-09
threshold=0.31278000000000006 0.13699500000000003 0.12472500000000002 0.096455000000000013 0.11531000000000001 0.10233500000000001 0.089655000000000012 0.51370000000000016 -0.09386499999999999 -0.089079999999999979 -0.090569999999999998 -0.08453999999999999 0.084985000000000019 -0.063924999999999996 0.087555000000000008 -1.0000000180025095e-35 -0.45015499999999992 -0.42321999999999993 -0.44750499999999993 -0.41094499999999995 0.09852000000000001 0.090960000000000013 -0.059114999999999994 1.0000000180025095e-35 -0.077809999999999976 0.11517500000000001 -0.016164999999999995 -0.071044999999999983 0.63113500000000011 -0.044254999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 12 -10 -11 -12 -1 14 -13 16 -15 -17 -19 -20 21 23 24 28 26 -26 -23 -28 29 -21
right_child=-2 -3 3 -5 -6 -7 -8 -9 9 10 11 13 -14 15 -16 17 -18 18 19 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-9.1517887986575034e-07 5.6407028577745048e-07 -7.1206040130081503e-07 -2.3496060247328969e-07 1.2212800475422032e-06 -6.1691575964410425e-07 5.3193581416346735e-07 -6.1017373184313331e-07 4.2593801124114959e-07 9.4961081372059118e-07 -9.2752650710247482e-07 8.6956330733301015e-07 -1.7340645757603677e-07 -9.1849129343505158e-09 -1.7707879379713632e-06 1.3026777332925123e-06 5.6540231085047268e-07 6.2122596887093097e-07 -5.3665293124210554e-07 7.7494124649423282e-07 7.904853464424378e-07 -7.9335391143848195e-07 1.6242668060667277e-06 1.6444822268691826e-06 -1.2721575478465075e-06 -1.8294039342020803e-06 5.3562736876183008e-07 3.829144113053496e-07 -1.029315340375092e-06 1.0521408449903903e-06 -2.4947374948764686e-08
leaf_weight=27 21 22 33 23 23 31 20 35 21 27 20 26 35 20 20 33 20 26 22 20 22 21 22 21 23 23 46 20 20 2378
leaf_count=27 21 22 33 23 23 31 20 35 21 27 20 26 35 20 20 33 20 26 22 20 22 21 22 21 23 23 46 20 20 2378
internal_value=0 -3.81944e-09 1.24271e-09 3.63138e-07 -5.4635e-09 -7.74133e-10 -6.33815e-09 -2.24157e-09 -7.3862e-09 1.23301e-09 -5.80442e-09 3.0741e-09 -4.03731e-07 -3.15292e-09 4.68369e-07 -1.10777e-08 -5.74781e-07 -2.71721e-09 -9.75473e-09 -4.56164e-09 -1.11171e-08 -4.48286e-09 2.42317e-07 -2.01671e-08 1.03797e-08 -6.46888e-07 3.57901e-07 -4.5034e-08 -9.29377e-09 -1.81464e-08
internal_weight=0 3100 3078 56 3022 2999 2968 2948 2913 2851 2830 2803 62 2783 46 2737 40 2697 2664 2638 2616 2594 155 2439 133 46 87 66 2418 2398
internal_count=3121 3100 3078 56 3022 2999 2968 2948 2913 2851 2830 2803 62 2783 46 2737 40 2697 2664 2638 2616 2594 155 2439 133 46 87 66 2418 2398
is_linear=0
shrinkage=0.1


Tree=8258
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 403 1212 1212 401 1212 1212 401 403 0 2 3 1213 1210 401 1 401 401 3 2 2 52 3 132 1204 1186 474 1
split_gain=6.93739e-10 1.77554e-09 9.26658e-10 6.19045e-09 7.15159e-10 1.24853e-09 7.10714e-09 6.15832e-09 1.23265e-09 3.76536e-09 9.13029e-10 5.33851e-09 9.76769e-09 8.60597e-10 8.28769e-10 2.33324e-09 7.9333e-10 3.98306e-09 8.84266e-10 9.23449e-10 3.62054e-09 8.43959e-10 6.56527e-09 5.423e-09 1.38258e-08 5.11812e-09 2.5727e-08 1.77381e-08 4.73478e-09 4.61744e-09
threshold=0.11846000000000001 0.10683000000000002 -0.087714999999999987 -0.0047449999999999992 -0.44605499999999992 -0.089544999999999986 0.11336 -0.083344999999999989 -0.009474999999999999 -0.099524999999999988 -0.52800499999999995 -0.086234999999999992 0.088225000000000012 -0.081459999999999991 -0.24064499999999997 -0.094799999999999982 0.09530000000000001 0.085605000000000014 0.088555000000000009 0.076195000000000013 -0.098469999999999988 0.084515000000000021 0.084055000000000005 0.4099850000000001 -0.069009999999999974 -0.083284999999999984 -0.082274999999999987 0.049580000000000006 0.088290000000000021 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 13 -7 9 -9 11 -10 -13 -6 -12 -16 18 -18 19 21 -21 22 23 25 -25 26 -17 28 29 -27
right_child=-2 -3 4 -5 5 7 -8 8 10 -11 14 12 -14 -15 15 16 17 -19 -20 20 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=1.4482196434073559e-06 5.1439544764574616e-07 -8.7966837267943103e-07 -4.5416285014912968e-07 -8.1155842379261737e-07 -6.116509457569919e-07 -1.6770981395226997e-06 1.972024132003623e-06 -5.2036908393595447e-07 7.2129359247290795e-07 1.1902319395249512e-06 -5.1154911709032142e-07 -2.4051580489015126e-06 5.8711792632948351e-07 1.5208571942556168e-07 9.5122067372917977e-07 -1.1413906033498198e-06 -1.3532692478342459e-06 4.7018556952593824e-07 5.3760651349149718e-07 2.4731650333146367e-07 -1.2590975860281038e-06 -2.7140233778638817e-08 1.4781485126811526e-06 9.3262365679764195e-08 -2.9468916950680156e-06 5.3874886784681732e-07 3.6997493737089829e-06 -2.7351959157716591e-06 -7.8273577088919199e-07 -5.1582704413579173e-08
leaf_weight=27 26 23 35 22 25 22 21 22 28 31 31 24 20 36 26 23 23 25 31 39 27 1806 33 52 21 266 21 22 49 264
leaf_count=27 26 23 35 22 25 22 21 22 28 31 31 24 20 36 26 23 23 25 31 39 27 1806 33 52 21 266 21 22 49 264
internal_value=0 -4.31839e-09 2.23533e-09 4.33625e-07 -4.7571e-09 5.07028e-10 3.85321e-07 -1.03515e-08 2.36298e-09 4.80171e-07 -6.58221e-09 -3.58128e-07 -1.04503e-06 -1.60921e-07 2.59188e-09 8.43439e-09 -6.37576e-10 -4.03553e-07 6.64952e-09 3.74388e-10 -3.68944e-07 9.90704e-09 9.89981e-08 3.5611e-08 -7.81303e-07 1.28068e-07 1.16915e-06 5.18486e-08 1.57747e-07 2.44697e-07
internal_weight=0 3095 3072 49 3023 2988 82 2906 2884 53 2831 72 44 61 2759 2728 2702 48 2654 2623 66 2557 751 718 73 645 44 601 579 530
internal_count=3121 3095 3072 49 3023 2988 82 2906 2884 53 2831 72 44 61 2759 2728 2702 48 2654 2623 66 2557 751 718 73 645 44 601 579 530
is_linear=0
shrinkage=0.1


Tree=8259
num_leaves=31
num_cat=0
split_feature=150 15 1348 151 147 147 9 12 33 123 376 34 9 2 16 376 43 12 12 45 1 1 43 16 457 3 150 457 15 4
split_gain=6.11235e-10 3.81985e-09 1.82406e-09 1.51526e-09 1.17787e-09 1.2705e-09 6.46646e-10 5.20827e-09 2.25849e-09 6.44776e-10 7.97047e-10 8.53994e-10 2.32556e-09 8.21441e-10 7.97997e-09 8.31795e-10 1.47294e-09 9.52672e-10 6.82178e-09 3.62663e-09 1.44963e-09 3.7785e-09 2.54768e-09 1.02836e-09 8.93022e-10 1.57699e-09 1.53935e-09 1.85833e-09 3.413e-09 3.67033e-09
threshold=0.12416000000000001 -0.026084999999999994 -0.047944999999999995 0.015440000000000001 0.10245000000000001 0.091385000000000008 0.092235000000000011 -0.010834999999999999 -0.0066799999999999993 0.11679000000000002 0.088235000000000008 -0.08786999999999999 0.082870000000000013 -0.0050599999999999994 -0.056919999999999991 0.080200000000000007 -0.081374999999999989 -0.010834999999999999 -0.054684999999999991 0.084355000000000013 0.10658000000000002 0.087135000000000004 -0.083134999999999987 -0.29154999999999992 -0.11701499999999999 0.31299000000000005 0.10980500000000001 0.085360000000000005 -0.0072999999999999992 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 8 -8 -4 10 11 -10 13 14 -13 17 -17 18 20 24 21 -15 -22 -24 -19 26 27 -26 29 -29
right_child=1 -3 4 -5 -6 -7 7 -9 9 -11 -12 12 -14 15 -16 16 -18 19 -20 -21 22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-9.5853120342326302e-07 3.1236525984468248e-07 -5.7952127655159443e-07 8.9935220769023421e-07 1.5433247915552785e-06 -6.0387397842198715e-07 6.5356036543562374e-07 7.813857895267905e-07 -1.2913853900634557e-06 6.4892652437364976e-07 4.3640234097934318e-07 -4.757290216477688e-07 1.853204646935906e-06 -1.0813193966896506e-06 1.0639468619760295e-07 -6.2086071057620988e-07 -1.5476357316401846e-07 9.2026902310548257e-07 5.310131971706748e-07 -1.8448268451349933e-06 1.0949323336243803e-06 1.1903286494171797e-06 -1.5153743174067815e-06 -5.7342867378906712e-07 2.2290853522122236e-07 -1.5145435885460173e-08 -7.3847639782798067e-07 -6.7701288244012073e-07 2.4326607910296617e-07 -6.1571668766191587e-07 1.9446640930623072e-06
leaf_weight=20 20 29 28 20 32 30 22 27 20 33 36 22 20 51 32 25 26 30 23 30 22 20 24 50 2292 30 34 32 20 21
leaf_count=20 20 29 28 20 32 30 22 27 20 33 36 22 20 51 32 25 26 30 23 30 22 20 24 50 2292 30 34 32 20 21
internal_value=0 2.94314e-07 -6.6633e-09 9.27845e-07 -3.84484e-10 6.05274e-09 -4.87744e-10 -3.60753e-07 5.55574e-09 -3.0949e-09 -8.16602e-09 -2.20559e-09 -6.84989e-09 8.68995e-10 3.87092e-07 -6.77058e-09 3.93292e-07 -1.43866e-08 -2.30221e-07 2.08936e-09 -7.85023e-09 -3.50442e-07 2.45525e-07 -3.5363e-08 -1.12434e-08 -1.79407e-08 -8.93024e-09 6.74329e-10 4.97372e-07 9.17405e-07
internal_weight=0 69 3052 40 3032 3000 2970 49 2921 2893 2860 2824 2804 2784 54 2730 51 2679 190 2489 167 71 96 74 2459 2429 2399 2365 73 53
internal_count=3121 69 3052 40 3032 3000 2970 49 2921 2893 2860 2824 2804 2784 54 2730 51 2679 190 2489 167 71 96 74 2459 2429 2399 2365 73 53
is_linear=0
shrinkage=0.1


Tree=8260
num_leaves=31
num_cat=0
split_feature=151 151 142 11 33 34 2 0 16 150 447 447 43 43 3 1375 1374 1373 151 133 158 13 42 12 4 4 42 1429 3 457
split_gain=6.5512e-10 7.82807e-10 2.02135e-09 1.08981e-09 1.58484e-09 1.0606e-09 1.27194e-09 6.35523e-09 1.47736e-09 8.40744e-10 3.48723e-09 9.72114e-10 8.10219e-10 4.6403e-09 1.02843e-08 4.40512e-09 3.45361e-09 3.40147e-09 4.03843e-09 5.69015e-09 2.34906e-09 2.58837e-09 3.45016e-09 5.05724e-09 5.48211e-09 6.06797e-09 5.01743e-09 4.86251e-09 3.15998e-09 3.00128e-09
threshold=0.29373000000000005 0.13340000000000005 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 -0.112215 -0.0050599999999999994 -0.09515499999999999 -0.090344999999999995 0.12640500000000002 0.094005000000000019 0.091025000000000009 -0.081944999999999976 -0.08287499999999999 -0.082234999999999989 -0.15308499999999997 0.085820000000000021 0.081220000000000014 -0.14575499999999997 0.086365000000000011 0.107145 -0.090639999999999984 0.084435000000000024 0.084595000000000017 -0.0073899999999999999 -0.012509999999999999 0.083595000000000017 0.083715000000000026 -0.098469999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7 -9 10 11 12 13 17 -15 -14 -17 18 19 -8 21 28 26 -24 25 -25 -23 -28 -20 -26
right_child=-2 -3 3 4 5 6 9 8 -10 -11 -12 -13 15 14 -16 16 -18 -19 20 -21 -22 22 23 24 29 -27 27 -29 -30 -31
leaf_value=9.3444422475386093e-07 5.3172436122147941e-07 -5.7284830982477319e-07 -6.2755379255057578e-07 -7.9370192361238873e-07 -6.8596333268157083e-07 1.7855831426771829e-06 2.1736561761610488e-06 -5.1792684917915587e-07 2.7894655791745511e-07 -4.7617476107498573e-07 1.3193948796974554e-06 -7.0045919699168734e-07 -1.4749975423997276e-06 2.5923021222178768e-06 -8.6849960953977171e-08 -3.2983940676973302e-08 1.2269435315979329e-06 -9.9305462839538462e-07 1.361233546112058e-08 -1.8317802954470608e-07 -8.4897201891327577e-07 6.4070395043941006e-08 1.7276374432252919e-06 2.9664590237354376e-07 3.5389359602788774e-07 -1.4266569350082946e-06 -2.0749935945628829e-06 5.6998917550288305e-08 -1.6202899149675433e-06 2.0655647533983157e-06
leaf_weight=23 23 24 28 25 22 24 21 38 60 37 20 20 21 23 38 1963 22 32 29 20 31 335 27 84 20 27 23 20 20 21
leaf_count=23 23 24 28 25 22 24 21 38 60 37 20 20 21 23 38 1963 22 32 29 20 31 335 27 84 20 27 23 20 20 21
internal_value=0 -3.95227e-09 4.89342e-10 -6.55129e-09 -7.99363e-10 5.81257e-09 1.09265e-08 3.27128e-07 -3.00452e-08 -2.59015e-09 3.63016e-09 -5.77824e-09 -7.75135e-10 8.63516e-08 9.23322e-07 -3.4262e-08 -1.902e-08 1.44429e-08 6.19944e-08 1.02398e-06 7.6917e-11 4.35101e-08 1.04808e-07 4.66477e-07 2.42456e-07 -1.22536e-07 -6.64584e-08 -1.08337e-06 -6.53287e-07 1.2306e-06
internal_weight=0 3098 3074 3051 3023 2998 2976 122 98 2854 2817 2797 2777 771 61 2006 1985 710 678 41 637 606 557 179 152 111 378 43 49 41
internal_count=3121 3098 3074 3051 3023 2998 2976 122 98 2854 2817 2797 2777 771 61 2006 1985 710 678 41 637 606 557 179 152 111 378 43 49 41
is_linear=0
shrinkage=0.1


Tree=8261
num_leaves=31
num_cat=0
split_feature=421 9 10 2 11 12 147 1348 1429 1420 0 16 4 3 475 4 52 157 156 1429 1429 2 43 157 1429 157 1447 2 157 49
split_gain=6.74179e-10 1.0254e-09 1.9831e-09 2.44794e-09 1.75716e-09 1.3701e-09 9.69519e-10 1.33215e-09 6.59106e-10 1.40406e-09 1.41516e-09 2.41028e-09 1.53345e-09 6.24806e-09 1.08238e-09 3.28708e-09 2.56651e-09 2.1541e-09 1.33476e-09 4.1025e-09 1.83836e-09 1.54204e-09 2.52169e-09 1.75758e-09 1.24769e-09 1.68406e-09 9.26007e-10 4.0568e-09 2.33519e-09 7.69743e-09
threshold=-1.0000000180025095e-35 0.092410000000000006 0.053330000000000009 -0.15339499999999998 -1.0000000180025095e-35 -0.015429999999999998 0.097985000000000017 0.089175000000000018 0.12521000000000002 -0.086589999999999986 0.12500000000000003 0.31475000000000003 -0.50940999999999981 -0.020429999999999997 -0.10664 -0.50052499999999989 -0.53964499999999982 -0.41966499999999995 0.09747500000000002 -0.086994999999999989 -0.089414999999999981 0.12198500000000001 -0.08076499999999999 -0.0085999999999999983 -0.066319999999999976 0.088145000000000015 -0.086849999999999997 0.086330000000000004 -0.087424999999999989 0.0093850000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -3 7 8 9 -6 12 -12 13 -11 16 -16 -14 -17 20 -20 -19 22 -21 -24 -22 26 27 -26 29 -28
right_child=1 5 3 -5 6 -7 -8 -9 -10 10 11 -13 14 -15 15 17 -18 18 19 21 24 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=-5.7872981301443366e-07 8.7664332805497524e-07 -1.434582817491251e-07 9.7513519392578024e-08 -1.4483383048562766e-06 -8.185172040005759e-07 9.3351539823692697e-07 -5.0266311637047146e-07 8.1905363600753846e-07 5.7224408465117451e-07 -1.9427012927053511e-06 9.5450963858327004e-08 1.3350101921462608e-06 -1.2503544296479327e-06 2.7296760119302888e-07 1.0175344181462266e-06 -9.8747213815964984e-07 8.1543905357998136e-08 -8.9904537874289137e-07 1.5670977066148144e-06 7.3918474510849464e-07 6.7519046153931957e-07 7.617453498507688e-07 1.0224175238962827e-07 -1.0921653418855777e-06 -6.3753025558624992e-07 -8.9999088383289441e-07 2.8077960044411063e-07 1.0721230021967389e-06 8.3931494765574011e-09 -1.6858368261008602e-06
leaf_weight=20 23 21 20 21 21 27 38 20 20 20 62 21 23 35 32 22 39 23 22 21 27 23 22 28 23 21 48 35 2309 34
leaf_count=20 23 21 20 21 21 27 38 20 20 20 62 21 23 35 32 22 39 23 22 21 27 23 22 28 23 21 48 35 2309 34
internal_value=0 3.73362e-09 -3.47669e-09 -6.94264e-07 5.92646e-09 4.62339e-07 -7.73605e-10 5.68922e-09 1.3914e-10 -3.7915e-09 2.12865e-09 4.09074e-07 -9.9043e-09 -5.3273e-07 5.44617e-10 1.00657e-08 -4.12547e-07 -2.06335e-09 6.16085e-09 3.37826e-07 -9.10629e-09 5.01246e-08 -1.804e-07 -5.66626e-07 -9.09013e-10 -8.29957e-09 -6.53385e-10 3.94157e-07 -1.02306e-08 -5.34647e-07
internal_weight=0 3101 3053 41 3012 48 2989 2951 2931 2911 2890 83 2807 55 2752 2690 62 2658 2636 116 2520 94 71 50 2497 2470 2449 58 2391 82
internal_count=3121 3101 3053 41 3012 48 2989 2951 2931 2911 2890 83 2807 55 2752 2690 62 2658 2636 116 2520 94 71 50 2497 2470 2449 58 2391 82
is_linear=0
shrinkage=0.1


Tree=8262
num_leaves=31
num_cat=0
split_feature=1211 50 12 2 1186 3 393 16 1200 1203 401 1210 1208 1210 12 42 402 390 150 15 1348 142 151 0 0 1 0 0 1 4
split_gain=6.39293e-10 3.26156e-09 1.48067e-09 2.00879e-09 1.22535e-09 1.12825e-09 7.6969e-10 1.21249e-09 7.46053e-10 1.03542e-09 8.19724e-10 8.23195e-10 1.81371e-09 1.54767e-09 1.79388e-08 1.53974e-09 1.55575e-09 7.45545e-10 6.90638e-10 3.23459e-09 1.46625e-09 1.34007e-09 1.22891e-09 8.02621e-10 6.23898e-09 3.63511e-08 6.14849e-09 1.59316e-09 2.6258e-09 3.19648e-09
threshold=0.087635000000000005 0.096900000000000014 0.090165000000000009 0.09142500000000002 -0.095479999999999982 -0.082974999999999979 0.10389500000000002 -0.08453999999999999 0.090100000000000013 0.094640000000000016 0.13837000000000002 0.0028200000000000005 0.092250000000000013 -0.094799999999999982 0.088245000000000004 0.11688500000000002 -0.17105499999999998 0.088565000000000019 0.12416000000000001 -0.026084999999999994 -0.047944999999999995 -1.0000000180025095e-35 0.015440000000000001 -0.10151999999999999 -0.10836499999999999 0.092695000000000013 -0.099059999999999995 -0.11991499999999998 0.082005000000000008 -0.065794999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 -1 -2 8 -8 9 10 11 12 13 14 -6 16 -13 18 20 22 -15 -22 -20 24 27 -26 -25 28 -23 -30
right_child=1 -3 3 -5 6 -7 7 -9 -10 -11 -12 15 -14 17 -16 -17 -18 -19 19 -21 21 23 -24 26 25 -27 -28 -29 29 -31
leaf_value=-6.4607018678941586e-07 -1.5068315428101004e-07 1.1340945233465997e-06 -1.2133711830131234e-06 4.2945975045378356e-08 -1.6551461845892847e-06 6.7775345720682314e-07 -8.9426802437249849e-08 9.3835717326452475e-07 5.130311032425434e-07 -6.8335578747713092e-07 -6.4764095213831758e-07 -5.759343749063688e-07 -7.5030630412267349e-07 -8.8089486553144521e-07 2.3629268564491213e-06 1.0769017961820282e-06 6.1331569337529466e-07 4.9907358581029778e-07 3.2128366115102838e-07 -5.1152838713325517e-07 -8.1688789494464904e-07 5.3644689991711724e-07 1.4298442777160857e-06 -1.4644574679323343e-06 -1.0437434574820753e-06 4.4601232952601325e-06 -2.2073059320734869e-08 -4.8473749488709565e-07 -1.0254852142566051e-06 2.6776193383968455e-08
leaf_weight=30 31 30 20 35 20 35 24 22 27 23 20 22 33 20 25 20 22 28 20 29 21 89 20 30 30 20 1985 63 32 295
leaf_count=30 31 30 20 35 20 35 24 22 27 23 20 22 33 20 25 20 22 28 20 29 21 89 20 30 30 20 1985 63 32 295
internal_value=0 2.0072e-07 -3.06952e-08 -4.13897e-07 -1.02061e-08 2.88639e-07 -3.71771e-09 4.02122e-07 -1.01685e-08 -1.50957e-08 -9.69139e-09 -5.17334e-09 -1.33949e-08 -4.47738e-09 5.77117e-07 3.49382e-07 1.86907e-08 -1.42357e-08 -1.96511e-08 2.92583e-07 -2.79854e-08 -2.13351e-08 8.75564e-07 -1.4768e-08 9.48562e-08 1.1578e-06 -4.35478e-08 -1.60986e-08 5.48731e-08 -7.61974e-08
internal_weight=0 151 121 55 2970 66 2940 46 2894 2867 2844 2824 2760 2727 45 64 44 2682 2654 69 2585 2565 40 2544 529 50 2015 479 416 327
internal_count=3121 151 121 55 2970 66 2940 46 2894 2867 2844 2824 2760 2727 45 64 44 2682 2654 69 2585 2565 40 2544 529 50 2015 479 416 327
is_linear=0
shrinkage=0.1


Tree=8263
num_leaves=31
num_cat=0
split_feature=1366 44 158 47 0 47 47 47 3 456 50 132 1204 50 159 128 128 15 15 2 42 402 475 49 16 52 4 50 15 401
split_gain=6.8098e-10 7.47334e-10 1.82986e-09 8.21154e-10 7.75385e-09 2.44869e-08 8.52877e-09 1.93503e-09 1.57335e-09 1.04154e-09 9.67361e-10 1.02996e-08 1.39511e-08 3.30405e-09 2.95716e-09 2.34081e-09 2.87477e-09 2.16526e-09 3.83182e-09 2.46589e-09 2.30744e-09 3.07937e-09 2.03396e-09 5.6529e-09 3.68696e-09 3.88613e-09 2.96382e-09 3.19548e-09 3.34787e-09 1.74984e-09
threshold=-0.087024999999999977 0.099360000000000018 -0.47356499999999996 0.092165000000000011 -0.10224499999999999 0.10670500000000001 0.09550500000000002 0.088915000000000008 -0.034684999999999994 -0.085409999999999986 0.083090000000000011 -0.083284999999999984 -0.077669999999999989 0.087525000000000006 -0.45371999999999996 0.10670500000000001 0.09258000000000001 -0.089024999999999979 -0.092334999999999987 0.087470000000000006 0.11688500000000002 -0.10770499999999998 -0.084264999999999993 -0.0087049999999999992 1.0000000180025095e-35 -0.0087299999999999982 -0.081224999999999978 0.096900000000000014 0.093575000000000019 -0.13200999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 -5 -6 9 -8 -4 14 -12 -13 -14 -11 16 17 18 19 -15 22 -22 23 -19 25 -24 -27 -28 -29 -16
right_child=1 -3 3 4 6 -7 8 -9 -10 10 11 12 13 15 29 -17 -18 20 -20 -21 21 -23 24 -25 -26 26 27 28 -30 -31
leaf_value=5.3062079625002909e-07 8.2051341181526113e-07 -4.8487148553988389e-07 5.2059004042797305e-07 -4.0393601512533905e-06 2.1051176742048485e-06 2.7503093354409846e-08 6.3217461174133081e-08 7.1021456374518125e-07 -6.9095748319692909e-07 -1.1394261472711756e-06 1.9822455893095786e-06 -2.5112060663039823e-06 1.3505701774972426e-06 8.4217833690540065e-07 6.1590485712161227e-07 1.1219732293454855e-06 -1.1552228332334381e-06 6.3106004992325078e-07 -1.4402077200751744e-06 -4.4612721957002163e-07 4.2581088802676059e-07 -1.2323327742554589e-06 -9.8429664205923485e-07 -1.5542842453442065e-06 1.3454381071429261e-06 1.3463845079811642e-06 -5.9945406325609571e-07 1.9372442442733108e-07 1.6787650906735508e-06 -3.5994236459806125e-08
leaf_weight=24 27 32 38 20 20 57 171 39 33 24 28 21 21 24 42 20 20 29 24 39 21 24 22 20 38 29 34 63 20 2097
leaf_count=24 27 32 38 20 20 57 171 39 33 24 28 21 21 24 42 20 20 29 24 39 21 24 22 20 38 29 34 63 20 2097
internal_value=0 -4.11308e-09 9.06254e-10 -6.37794e-09 -1.63151e-07 -1.02883e-06 1.34424e-07 1.08631e-08 -5.87814e-08 7.539e-10 -6.67233e-09 1.19134e-07 7.90376e-09 1.25987e-07 -3.55794e-08 6.57616e-08 1.38593e-08 7.4277e-08 -3.64962e-07 4.46558e-08 2.01656e-07 -4.58532e-07 3.1816e-07 -2.60917e-07 4.55902e-07 2.54697e-07 4.41395e-07 2.17081e-07 5.51566e-07 -2.3194e-08
internal_weight=0 3097 3065 3038 301 77 224 2737 204 2698 2660 497 469 448 2163 427 407 387 87 63 300 45 255 49 206 168 146 117 83 2139
internal_count=3121 3097 3065 3038 301 77 224 2737 204 2698 2660 497 469 448 2163 427 407 387 87 63 300 45 255 49 206 168 146 117 83 2139
is_linear=0
shrinkage=0.1


Tree=8264
num_leaves=31
num_cat=0
split_feature=158 159 13 158 482 42 4 121 15 11 9 13 33 1456 1456 1455 1456 43 1452 1456 50 51 1455 1455 1428 0 0 2 16 3
split_gain=6.18558e-10 8.07282e-10 2.46016e-09 1.43225e-09 9.9995e-10 2.717e-09 1.98339e-09 1.93791e-09 1.67249e-09 1.00891e-09 1.70386e-09 3.80763e-09 2.4267e-09 9.7646e-10 2.87446e-09 2.02976e-09 1.12229e-09 2.75602e-09 2.96818e-09 1.32294e-09 9.31502e-10 1.16629e-09 1.28905e-09 2.55172e-09 1.03112e-09 1.72272e-09 2.29711e-09 1.58363e-09 3.86846e-09 2.01042e-09
threshold=-0.47382999999999992 -0.46871499999999994 -0.077799999999999994 -0.46413499999999996 0.090355000000000005 0.089625000000000024 -0.014149999999999998 -0.094339999999999993 -0.07879499999999999 -0.011194999999999998 0.092235000000000011 -0.0087749999999999981 -0.0066799999999999993 -0.15824499999999997 -0.090954999999999994 -0.091604999999999978 -0.066614999999999994 -0.077944999999999987 0.08537500000000002 -0.049894999999999995 -0.46943999999999991 -0.43587999999999999 0.081065000000000012 0.088115000000000013 -0.020064999999999996 0.12358500000000001 0.10455500000000001 0.10699500000000002 0.38525000000000004 -0.24163499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 7 6 -6 -5 -8 -9 12 -12 -11 -14 -15 -16 17 18 -17 -18 -21 -22 24 -24 -23 26 -26 28 -27 -29
right_child=1 3 -4 4 5 -7 8 9 -10 10 11 -13 13 14 15 16 19 -19 -20 20 21 22 23 -25 25 27 -28 29 -30 -31
leaf_value=-4.85723944620986e-07 8.7433608307997533e-07 -8.4630762330561994e-07 -5.0894295014813914e-07 -9.2363542752655519e-07 -6.1393728974697603e-07 1.0912201923195923e-06 -1.6755168522903724e-08 6.4360324264119608e-07 1.0719939301192687e-06 9.4577554355729031e-07 2.0480626062635564e-07 -1.6463739694927427e-06 5.3384738588523426e-07 -1.080758085663547e-06 1.0001419192917638e-06 -5.956692947305643e-07 7.9087080347930862e-07 -1.0634098609998814e-06 1.002776422778663e-06 -5.7970358925883509e-07 6.9405599466184262e-07 -5.6423566556251154e-07 1.3739746594865211e-06 -1.5323418959922446e-08 -1.6481931640952531e-08 1.5860574383549679e-07 -9.1204929122631226e-07 -7.8545724645231354e-07 1.808248823581813e-06 6.1545457327838451e-07
leaf_weight=26 36 20 20 23 33 31 43 24 21 27 25 20 33 25 20 26 21 34 21 28 24 34 20 39 2312 44 29 21 21 20
leaf_count=26 36 20 20 23 33 31 43 24 21 27 25 20 33 25 20 26 21 34 21 28 24 34 20 39 2312 44 29 21 21 20
internal_value=0 4.07761e-09 3.80308e-07 -2.85523e-09 2.7324e-09 2.76244e-07 1.57883e-08 -9.37744e-09 3.40491e-07 -2.04553e-09 -7.49404e-09 -6.17941e-07 2.32021e-09 -6.86929e-09 -1.33839e-08 -3.55184e-09 -1.10032e-08 -3.77593e-07 1.1853e-07 3.607e-10 -6.0439e-09 2.20719e-10 -6.33521e-09 4.55625e-07 -1.7321e-08 -9.72182e-09 -2.75761e-08 3.84588e-07 6.91567e-07 -1.02086e-07
internal_weight=0 3095 56 3039 3019 128 97 2891 64 2868 2844 45 2799 2772 2739 2714 2694 81 47 2613 2592 2564 2540 59 2481 2447 2341 106 65 41
internal_count=3121 3095 56 3039 3019 128 97 2891 64 2868 2844 45 2799 2772 2739 2714 2694 81 47 2613 2592 2564 2540 59 2481 2447 2341 106 65 41
is_linear=0
shrinkage=0.1


Tree=8265
num_leaves=31
num_cat=0
split_feature=1426 157 156 156 156 3 4 12 13 15 4 156 1429 2 156 1374 457 156 3 1 157 2 13 52 13 33 34 40 9 10
split_gain=6.34978e-10 4.8489e-09 9.30977e-10 4.27629e-09 3.63175e-09 2.23922e-09 4.25668e-09 1.37206e-09 2.9547e-09 1.86926e-09 1.38504e-09 1.27818e-09 2.89749e-09 5.61158e-09 1.95486e-09 1.91079e-09 7.77806e-09 2.72946e-09 1.26117e-09 1.00739e-09 9.47991e-10 2.51483e-09 9.19705e-10 3.34806e-09 2.35035e-09 1.10243e-09 2.35085e-09 7.17175e-09 3.11758e-09 2.14331e-09
threshold=-0.061919999999999996 -0.0048549999999999991 0.091255000000000017 0.092385000000000009 0.090100000000000013 -0.24190499999999995 -0.49013999999999996 0.089625000000000024 -0.068269999999999983 -0.008624999999999999 0.071150000000000005 0.087720000000000006 0.084770000000000012 0.08708500000000001 0.087045000000000011 0.087855000000000016 -0.082129999999999981 0.085915000000000005 -0.08323499999999999 0.11785500000000002 0.084490000000000023 0.10060500000000001 -0.42195999999999995 -0.04127999999999999 -0.40078499999999995 0.085305000000000006 -0.057544999999999992 -0.076644999999999977 0.091600000000000015 -0.0093599999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 11 -5 -7 9 -9 10 -8 14 13 -13 15 17 -17 20 -10 -12 22 -22 23 -2 -24 26 27 -26 29 -28
right_child=2 -3 3 5 -6 6 7 8 18 -11 19 12 -14 -15 -16 16 -18 -19 -20 -21 21 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=5.5228568052025995e-07 -1.4671468824190015e-06 -1.3284047712912839e-06 1.5587404495439236e-06 1.0719218732901936e-06 -1.3200805682006808e-06 -1.1571911272767466e-06 7.0665716270139397e-07 1.3373158367357973e-06 5.901595668689198e-07 -8.1521172188121676e-07 -6.8008589307412748e-07 -1.996937965167317e-07 -4.805665071216936e-07 2.1408127321365099e-06 -7.225868823991876e-07 -2.8630839752112652e-07 2.1613862388747407e-06 -1.1218674713249626e-06 -4.7522852909764878e-07 3.1157965111106025e-07 -2.2231776009401324e-07 1.1462990869404166e-06 1.0526985902071742e-06 2.2933335230845842e-09 -2.8784308724563303e-07 -5.752106108549443e-07 6.4366239911350935e-07 2.0430676773809284e-06 -1.0472707748672762e-06 -1.8151123602369271e-08
leaf_weight=29 20 26 21 20 21 29 29 26 20 26 21 21 22 20 38 37 20 22 25 20 29 25 21 69 33 34 50 22 29 2296
leaf_count=29 20 26 21 20 21 29 29 26 20 26 21 21 22 20 38 37 20 22 25 20 29 25 21 69 33 34 50 22 29 2296
internal_value=0 -3.36768e-07 6.0463e-09 1.96428e-07 -9.90297e-09 6.39811e-08 -3.887e-08 1.5533e-07 4.88629e-07 -9.11735e-08 1.77755e-07 -1.04637e-10 4.45242e-07 9.42017e-07 -1.03257e-08 -3.27204e-10 5.72532e-07 -1.26491e-08 -1.72271e-09 -1.96347e-07 -3.36338e-09 4.11301e-07 -1.20626e-08 -3.27918e-07 -7.50316e-10 -9.72857e-09 -1.81648e-09 6.44521e-07 -1.67843e-08 -4.04598e-09
internal_weight=0 55 3066 237 2829 216 196 167 71 96 70 2808 63 41 2745 2707 57 2650 45 41 2628 54 2574 89 2485 2464 2430 55 2375 2346
internal_count=3121 55 3066 237 2829 216 196 167 71 96 70 2808 63 41 2745 2707 57 2650 45 41 2628 54 2574 89 2485 2464 2430 55 2375 2346
is_linear=0
shrinkage=0.1


Tree=8266
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 403 1212 1212 1210 402 42 1212 0 401 402 2 402 401 390 43 132 132 43 1 16 3 2 43 130 43 43 13
split_gain=6.09708e-10 1.29303e-09 8.7594e-10 4.92604e-09 7.5857e-10 1.58557e-09 7.09444e-09 5.7654e-09 1.3555e-09 8.30274e-10 6.62482e-09 8.84628e-09 8.09716e-10 5.01423e-09 1.93518e-09 3.76772e-09 1.37516e-09 7.60807e-10 6.94062e-10 2.95727e-09 1.62119e-09 1.12194e-09 1.29532e-09 1.05277e-09 1.35177e-09 7.62792e-10 2.20952e-09 1.40528e-09 4.18077e-09 2.78604e-09
threshold=0.11846000000000001 0.10683000000000002 -0.087199999999999986 -0.0047449999999999992 -0.41556999999999994 -0.089544999999999986 -0.21410999999999997 0.10913500000000002 0.089625000000000024 -0.009474999999999999 -0.086729999999999988 -0.099524999999999988 0.11174500000000002 0.097220000000000015 0.10708500000000001 0.09530000000000001 0.088375000000000023 -0.0030899999999999994 -0.083174999999999985 -0.050879999999999988 -0.011244999999999998 0.089625000000000024 -0.095094999999999985 -0.073309999999999986 0.085485000000000019 0.16180500000000003 0.096970000000000015 0.062770000000000006 0.055925000000000009 -0.06884499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 7 -7 17 -4 10 -8 -12 14 -14 15 16 18 -6 20 -20 -11 22 -22 24 -24 27 -27 28 -21 -29
right_child=-2 -3 4 -5 5 6 9 -9 -10 12 11 -13 13 -15 -16 -17 -18 -19 19 25 21 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=1.2419629369257261e-06 4.8223112335458265e-07 -7.5105502901351433e-07 1.4451102952351826e-07 -7.2809449213971024e-07 -5.80598276087585e-07 -1.7226920694686972e-06 -1.1420727392284053e-06 1.9060742778265195e-06 -9.2979926951860161e-07 -8.4887055817812189e-07 -5.0769274935191792e-07 2.1936841465975268e-06 -1.3696388866719646e-06 7.5469831926966447e-07 8.9618990148920832e-07 -1.2802057744179168e-06 7.022832507784318e-07 2.1564654768250574e-07 1.1659460474272072e-06 -6.7308134351602103e-09 -6.0264572012287812e-07 -5.5395134212281915e-07 4.9482633177349812e-07 7.7770166150251646e-07 -3.8441789216550306e-07 5.3779114422998948e-07 -5.8259455895297485e-07 -7.3435590673634707e-07 1.2017641454114146e-06 1.8689427237003951e-07
leaf_weight=30 26 23 23 22 20 24 21 20 24 31 22 27 25 20 24 23 28 30 22 2222 22 35 34 27 36 75 23 74 29 59
leaf_count=30 26 23 23 22 20 24 21 20 24 31 22 27 25 20 24 23 28 30 22 2222 22 35 34 27 36 75 23 74 29 59
internal_value=0 -4.05377e-09 1.53901e-09 4.08477e-07 -5.46787e-09 8.33656e-10 -1.05065e-08 4.71127e-07 -4.04073e-07 3.76664e-09 3.43953e-07 9.80821e-07 -4.71077e-09 -4.25489e-07 2.13982e-09 -5.69128e-09 5.09777e-09 -1.02851e-07 -2.16188e-09 1.16474e-08 -1.89073e-07 -5.62565e-08 9.01243e-08 2.47247e-07 4.26436e-08 1.41595e-09 2.74843e-07 -9.82394e-09 8.83842e-09 -3.25681e-07
internal_weight=0 3095 3072 52 3020 2973 2903 70 47 2879 70 49 2809 45 2764 2740 2717 50 2689 2504 185 154 119 97 70 2482 98 2384 2251 133
internal_count=3121 3095 3072 52 3020 2973 2903 70 47 2879 70 49 2809 45 2764 2740 2717 50 2689 2504 185 154 119 97 70 2482 98 2384 2251 133
is_linear=0
shrinkage=0.1


Tree=8267
num_leaves=31
num_cat=0
split_feature=43 130 1 133 40 4 51 4 4 156 475 49 1429 52 52 151 40 12 51 159 52 43 43 2 0 3 4 16 0 52
split_gain=5.70983e-10 1.68082e-09 1.3969e-09 2.63329e-09 1.06429e-09 8.8879e-10 4.25634e-09 6.24808e-09 2.45312e-09 2.78136e-09 1.93995e-09 1.98077e-09 1.60668e-09 1.21638e-09 2.83764e-09 2.06677e-09 1.92373e-09 2.62954e-09 4.74338e-09 3.38483e-09 3.79847e-09 2.22264e-09 4.26084e-09 3.20695e-09 1.94451e-09 2.27086e-09 1.70168e-09 4.27118e-09 1.81219e-09 1.55126e-09
threshold=-0.50775499999999985 -0.22699999999999995 0.076935000000000017 0.0068000000000000014 -0.23202499999999995 -0.50427999999999995 -0.14283999999999999 -0.52556499999999995 -0.50052499999999989 0.3248100000000001 0.051590000000000004 0.089215000000000017 0.11699500000000002 -0.092399999999999982 -0.099454999999999974 0.0045550000000000009 -0.047054999999999993 0.083310000000000009 0.045645000000000005 0.084250000000000005 -0.24456499999999998 -0.095589999999999994 -0.088909999999999989 0.094215000000000007 -0.086074999999999985 -0.085709999999999995 -0.015039999999999998 0.27776000000000006 -0.063634999999999983 -0.085264999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 -6 -8 -7 10 12 -12 13 14 15 16 -10 19 21 20 -18 23 -23 -19 -24 -26 28 -28 -27 -15
right_child=1 4 -4 -5 5 8 7 -9 9 -11 11 -13 -14 29 -16 -17 17 18 -20 -21 -22 22 24 -25 25 26 27 -29 -30 -31
leaf_value=-1.0226677132955639e-07 -8.3985688389039614e-07 6.3736156684731559e-07 -3.3803999441958064e-07 1.4666672960572669e-06 6.6008171177855963e-07 9.7198133269890045e-07 2.4006234900084295e-07 -1.6502414611510279e-06 7.0264551357013267e-07 -1.1789070651957446e-06 1.01175990562895e-06 -7.5213825046679034e-08 -8.0644974559618282e-07 4.1067829323453386e-07 -1.1108375343249873e-06 7.9391920667148953e-07 -4.5031053872435225e-07 -2.4935178338125753e-07 1.2756893388162403e-06 1.7917993864102755e-07 -2.2992620068862381e-06 -1.7256494663797642e-06 -9.0046618907990714e-07 1.3854140024704977e-06 6.1611853291255201e-07 5.6904744578137723e-07 -1.6714465916815396e-06 1.0547789807171813e-07 -5.2134241320379295e-07 1.0003396152364762e-08
leaf_weight=23 24 26 23 20 32 26 34 36 25 20 38 30 25 101 29 25 25 30 24 25 20 20 32 20 39 35 24 31 27 2232
leaf_count=23 24 26 23 20 32 26 34 36 25 20 38 30 25 101 29 25 25 30 24 25 20 20 32 20 39 35 24 31 27 2232
internal_value=0 -6.28596e-09 2.91004e-07 6.2747e-07 3.14399e-10 -5.19749e-09 -2.95333e-07 -7.32094e-07 4.99673e-09 -3.7421e-09 4.48447e-09 5.32213e-07 -8.38234e-09 -1.16393e-09 -1.55506e-07 -8.65893e-08 -1.44978e-07 -2.05179e-07 -6.90053e-08 -7.53764e-07 -1.27207e-06 -1.94093e-07 -3.37999e-07 4.04555e-07 -1.90377e-07 -4.47171e-08 -2.64996e-07 -6.69907e-07 9.42002e-08 2.73494e-08
internal_weight=0 3055 66 43 3031 3005 102 70 2903 2877 2857 68 2789 2764 431 402 377 352 282 70 45 258 208 50 188 156 117 55 62 2333
internal_count=3121 3055 66 43 3031 3005 102 70 2903 2877 2857 68 2789 2764 431 402 377 352 282 70 45 258 208 50 188 156 117 55 62 2333
is_linear=0
shrinkage=0.1


Tree=8268
num_leaves=31
num_cat=0
split_feature=1366 150 13 453 1371 484 49 151 3 15 130 484 160 43 482 12 13 123 151 52 4 447 48 448 4 402 1453 4 12 4
split_gain=5.53103e-10 6.89247e-10 1.29611e-09 7.23135e-10 7.09514e-10 8.37893e-10 8.32784e-09 5.22281e-09 3.40949e-09 3.36684e-09 2.79117e-09 4.29019e-09 2.48892e-09 2.54336e-09 1.77741e-09 4.02453e-09 1.57935e-09 1.43246e-09 1.05747e-09 3.26526e-09 2.01259e-09 1.68164e-09 1.57562e-09 2.46229e-09 1.26063e-09 3.93906e-09 2.37385e-09 2.45961e-09 4.89106e-09 7.27952e-09
threshold=-0.087024999999999977 -0.096799999999999983 -0.0095349999999999983 0.086795000000000011 0.087810000000000013 0.091180000000000011 0.11236 -0.53100499999999984 -0.086869999999999989 -0.069954999999999989 -0.23123999999999997 0.08764000000000001 -0.077609999999999985 -0.073404999999999984 0.089925000000000019 0.086095000000000019 -0.084319999999999992 0.11679000000000002 -0.10737499999999998 -0.015539999999999998 -0.0096849999999999974 0.094580000000000011 -0.11155999999999998 -0.083859999999999976 0.11275500000000001 0.095140000000000016 1.0000000180025095e-35 0.056795000000000005 0.089085000000000011 0.066685000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 8 -3 9 -7 -9 17 14 -14 15 16 -10 18 19 20 -12 22 -20 -24 26 -26 27 -25 -29 -30
right_child=1 3 -4 -5 -6 6 -8 10 12 -11 11 -13 13 -15 -16 -17 -18 -19 21 -21 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=4.7821556942532581e-07 -9.9661669906936377e-07 -1.592242706681732e-06 1.7911242079047525e-08 4.9111851126326659e-07 5.7694817910270931e-07 1.3641134382455872e-08 1.8263137330147099e-06 1.1392738077206777e-06 7.5826241030612175e-07 -1.7376724445043801e-06 4.134294909720536e-07 -1.1513211449475808e-06 -1.2459082761378819e-06 2.9266210082438834e-07 -3.0899678880776569e-07 1.7556390834746101e-06 -3.0454060116614436e-07 6.6091375297006047e-07 -9.0004976101454297e-07 1.1707055211710819e-06 -8.6469162516261186e-07 -9.1444708773668118e-07 9.5918963569811932e-07 -8.4455060393710655e-09 -1.1103861864621811e-07 -1.526101579922094e-06 -7.6461720598130196e-07 -2.1552363115325854e-07 1.892312291076337e-06 1.053113325584053e-07
leaf_weight=24 20 21 34 30 21 23 27 21 27 21 28 33 21 22 24 24 29 32 20 30 22 21 26 1982 311 21 39 74 40 53
leaf_count=24 20 21 34 30 21 23 27 21 27 21 28 33 21 22 24 24 29 32 20 30 22 21 26 1982 311 21 39 74 40 53
internal_value=0 -3.70314e-09 -3.5784e-07 2.58125e-09 -2.28305e-09 -6.34851e-09 1.82424e-07 -2.11835e-08 -4.99584e-08 -8.22213e-07 -9.19944e-09 -1.80274e-08 1.81193e-07 -4.58733e-07 4.45777e-07 6.72209e-07 2.07882e-07 -4.17088e-09 -1.21509e-08 3.45925e-07 -1.48944e-07 -2.3224e-08 -1.59303e-08 -8.98509e-09 -1.89742e-08 -2.00546e-07 8.57686e-09 2.26088e-08 3.91169e-07 8.73914e-07
internal_weight=0 3097 54 3043 3013 2992 218 2774 191 44 2753 2732 147 43 104 80 56 2699 2667 80 50 2587 2566 2546 2520 332 2188 2149 167 93
internal_count=3121 3097 54 3043 3013 2992 218 2774 191 44 2753 2732 147 43 104 80 56 2699 2667 80 50 2587 2566 2546 2520 332 2188 2149 167 93
is_linear=0
shrinkage=0.1


Tree=8269
num_leaves=31
num_cat=0
split_feature=132 1211 1185 15 1204 50 15 13 398 403 403 131 2 2 45 471 52 156 133 43 13 160 160 2 2 48 150 150 155 2
split_gain=5.6335e-10 1.81387e-08 1.24867e-08 1.24199e-09 9.82428e-10 8.36581e-10 1.49957e-09 9.05013e-10 1.17102e-09 7.94621e-10 1.41438e-09 7.55374e-10 5.6876e-10 3.06578e-09 2.8222e-09 2.13595e-09 2.11663e-09 2.9061e-09 2.16043e-09 5.74874e-09 5.8036e-09 4.29414e-09 4.15456e-09 2.63929e-09 2.59721e-09 2.52723e-09 5.57561e-09 2.13491e-09 2.03e-09 2.56804e-09
threshold=-0.083284999999999984 0.085535000000000014 -0.083264999999999992 0.092400000000000024 -0.081919999999999979 0.09227500000000001 0.08517000000000001 -0.051094999999999995 1.0000000180025095e-35 -0.020569999999999995 -0.087794999999999998 0.10014500000000001 0.10613000000000002 0.10699500000000002 0.082470000000000016 0.089900000000000022 -0.55061999999999989 0.11896500000000002 0.089595000000000022 -0.095049999999999982 -0.013634999999999998 0.11205000000000002 0.041220000000000007 0.10882500000000002 0.113445 -0.075224999999999986 0.11235000000000002 0.095565000000000011 0.12862000000000004 0.10527500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 11 6 7 -1 9 10 -9 -4 14 -14 28 16 -15 18 21 -20 24 22 23 -18 -21 -25 27 -27 29 -6
right_child=2 -3 4 -5 12 -7 -8 8 -10 -11 -12 -13 13 15 -16 -17 17 -19 19 20 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=5.2564665576851219e-07 -2.3850053488352138e-06 3.0253937916313588e-06 9.2570921310652927e-07 -7.9293511862488233e-07 1.4208355400705494e-08 -5.8733710967355066e-07 8.5465734599665667e-07 2.5791143568854893e-07 -8.4308595492385323e-07 3.5086911977674287e-07 -7.754499983371312e-07 1.1487336750961832e-07 -1.0869886570366488e-06 -8.4954853674169124e-07 1.0803338736877778e-06 9.3242587281979067e-07 1.1740863627096588e-06 1.1286677038567308e-06 -1.8599152119112778e-06 -1.4864202853459576e-06 1.3312143408938938e-06 1.338499673882628e-06 -1.113731313105084e-06 -1.0203584553358307e-06 -1.9006024140654677e-07 7.6771997743266984e-09 1.3887239426704301e-06 -1.0606520072542481e-06 1.0143702547793511e-06 -1.0053600919945894e-06
leaf_weight=21 22 20 20 25 2087 24 20 26 22 34 27 27 29 33 25 22 20 21 23 20 22 24 33 23 68 289 29 20 20 25
leaf_count=21 22 20 20 25 2087 24 20 26 22 34 27 27 29 33 25 22 20 21 23 20 22 24 33 23 68 289 29 20 20 25
internal_value=0 1.54659e-07 -1.16688e-08 -1.33857e-07 6.46081e-09 -3.91618e-08 4.85462e-08 -7.54709e-08 -1.91283e-07 -2.64587e-08 -2.68518e-07 4.5991e-07 -1.06199e-09 -8.10994e-08 2.40216e-08 -3.60132e-08 -7.01023e-08 -2.66534e-08 -6.91433e-08 -4.22134e-07 -1.21507e-07 3.80434e-08 -3.73454e-08 5.58849e-08 -4.84688e-07 -6.06532e-09 6.29546e-08 -6.14703e-08 1.16352e-08 2.1396e-09
internal_weight=0 219 2902 199 2880 174 150 130 109 87 53 47 2833 676 2157 647 625 592 571 133 110 438 414 381 88 361 338 309 2132 2112
internal_count=3121 219 2902 199 2880 174 150 130 109 87 53 47 2833 676 2157 647 625 592 571 133 110 438 414 381 88 361 338 309 2132 2112
is_linear=0
shrinkage=0.1


Tree=8270
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 49 0 42 0 16 158 1452 43 43 158 1453 2 4 1456 2 158 158 482 482 1 482 2 482 2 2 2
split_gain=5.67981e-10 2.44961e-09 1.21259e-09 6.80695e-10 1.33896e-09 7.75193e-10 8.07151e-10 7.78043e-10 6.81197e-10 5.89174e-10 1.80339e-09 3.94506e-09 4.43955e-09 8.20472e-10 1.24468e-09 4.36596e-09 6.37315e-09 7.82349e-10 1.11067e-09 9.33769e-10 9.54891e-10 1.14892e-09 1.34264e-09 5.27158e-09 3.06752e-09 3.90155e-09 2.5783e-09 1.23398e-09 2.7937e-09 8.53601e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.11242999999999999 0.10084500000000002 -0.087084999999999982 -0.015274999999999999 -0.082724999999999979 -0.073404999999999984 0.11245500000000001 0.085480000000000014 -0.011694999999999999 -0.076834999999999987 0.10883000000000001 -0.076539999999999983 0.083995000000000014 -0.012509999999999999 0.10959500000000001 0.099185000000000009 -0.47336999999999996 -0.46413499999999996 0.11117500000000001 0.098465000000000011 0.16540500000000002 0.089745000000000005 0.10097500000000002 0.087870000000000018 0.10613000000000002 0.096325000000000008 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 -7 -9 13 11 12 -11 14 15 -3 -17 19 -19 -16 -21 22 23 24 26 -26 27 28 29 -22
right_child=1 9 -4 4 -6 7 -8 8 -10 10 -12 -13 -14 -15 17 16 -18 18 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.8546622963385746e-07 1.0879171159536955e-06 -1.5813004169599893e-06 -7.8224788500881037e-07 6.8239949748352473e-07 -8.7942131839570588e-07 -5.5698150226311961e-07 -1.4060057703152946e-07 3.5503683069038063e-07 -2.7117127111272279e-07 -7.7498781365648033e-07 4.7811251335958708e-07 -1.477504280536288e-06 1.0716545657289871e-06 4.8054327705997551e-07 7.0565088549301437e-07 1.3170715883840482e-06 -8.2459546655916878e-07 -9.494100368101499e-07 8.0244075206792342e-08 -6.3628608793144601e-07 4.2359574621912845e-08 5.3791035235777542e-07 -6.9827711481724909e-07 1.6410666145816322e-06 2.5743602236616428e-08 -1.8481277737691927e-06 1.1293930526790063e-06 -1.1402540036070095e-07 3.7636040887307896e-07 -1.558987286621934e-06
leaf_weight=20 21 22 27 26 21 36 22 32 38 30 27 26 23 37 20 24 33 20 22 22 1589 43 26 20 25 20 21 557 237 34
leaf_count=20 21 22 27 26 21 36 22 32 38 30 27 26 23 37 20 24 33 20 22 22 1589 43 26 20 25 20 21 557 237 34
internal_value=0 1.17984e-08 -1.54165e-07 -6.72001e-08 -1.30362e-07 -2.82175e-08 3.05191e-07 -1.79195e-07 1.50953e-08 3.94629e-09 -2.27431e-07 -4.68566e-07 2.63853e-08 1.2794e-08 6.46617e-09 -3.8469e-07 7.71591e-08 1.81007e-08 -4.10067e-07 2.49802e-08 1.97322e-08 2.53436e-08 1.66285e-08 2.40546e-08 1.10299e-08 -8.07088e-07 2.61306e-08 1.65449e-08 5.56458e-08 8.81318e-09
internal_weight=0 2899 222 195 175 154 48 106 70 2878 106 79 53 2772 2735 79 57 2656 42 2614 2594 2572 2529 2503 2483 45 2438 2417 1860 1623
internal_count=3121 2899 222 195 175 154 48 106 70 2878 106 79 53 2772 2735 79 57 2656 42 2614 2594 2572 2529 2503 2483 45 2438 2417 1860 1623
is_linear=0
shrinkage=0.1


Tree=8271
num_leaves=31
num_cat=0
split_feature=481 481 160 4 481 2 403 403 403 1210 1213 16 16 1213 3 1209 2 132 1203 1211 50 1204 1212 2 401 1213 1210 133 1209 16
split_gain=5.80235e-10 2.19631e-09 1.81202e-09 5.59686e-09 1.13592e-09 2.3755e-08 2.69937e-09 1.64377e-09 1.97405e-09 1.71445e-09 9.04014e-10 3.2711e-09 4.21566e-09 1.10487e-09 3.52693e-09 1.12321e-09 6.15337e-09 1.07139e-09 2.78073e-08 1.26279e-08 2.44506e-09 1.79884e-09 3.97887e-09 3.18473e-09 1.36938e-09 4.80585e-09 2.18513e-09 1.35264e-09 2.05635e-09 1.06449e-08
threshold=-0.24133999999999997 -0.15265499999999996 -0.55045999999999984 -0.081609999999999988 -0.087424999999999989 0.084145000000000011 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 -0.3960249999999999 0.18587500000000004 -0.088394999999999987 -0.079504999999999978 0.10336000000000002 -0.083489999999999995 -0.067109999999999989 0.084715000000000013 -0.083284999999999984 0.089480000000000018 0.11048500000000001 0.10022000000000002 -0.016569999999999994 0.087440000000000004 0.085515000000000022 -1.0000000180025095e-35 -0.063509999999999997 0.0028200000000000005 0.41553500000000004 0.088060000000000013 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -6 -8 -9 -10 13 -12 -13 15 -15 16 -11 18 20 21 -17 22 23 -19 25 -23 27 28 -26 -30
right_child=1 2 4 -5 6 -7 7 8 9 10 11 12 -14 14 -16 17 -18 19 -20 -21 -22 24 -24 -25 26 -27 -28 -29 29 -31
leaf_value=4.1709985550806836e-07 -1.023644022422689e-06 -5.3055116026094451e-07 -2.9082754322602839e-06 1.6109563931037815e-06 9.2879440525129841e-07 1.5565062266904746e-06 -8.1667332915458253e-07 9.8774078310270858e-07 -8.6911228485721805e-07 -6.0994624467033045e-07 -6.6991039801678201e-07 1.929066650347977e-06 -9.9549810156098657e-08 4.3390462991510507e-07 -1.2049166829895294e-06 -4.4947230527307463e-08 1.3835561730957125e-06 1.8741109173919561e-06 3.7521076876601001e-06 -1.8634801391099983e-06 -1.2138596611066533e-06 4.568150922585284e-07 -5.4629724862328055e-07 2.0998106893073231e-07 -2.2243081211744835e-08 -1.6581267356654972e-06 8.5606451918351931e-07 -7.4898200318784807e-07 2.3435143430106109e-06 -8.8007014883693226e-07
leaf_weight=33 21 23 22 26 31 26 25 20 23 30 20 20 21 24 29 170 32 23 20 37 20 22 24 23 2240 21 29 25 20 21
leaf_count=33 21 23 22 26 31 26 25 20 23 30 20 20 21 24 29 170 32 23 20 37 20 22 24 23 2240 21 29 25 20 21
internal_value=0 -4.45403e-09 2.52445e-09 6.05759e-07 -7.26962e-09 -4.89852e-07 5.29695e-10 -9.26146e-09 -2.33445e-09 -9.17672e-09 -2.28765e-09 3.78567e-07 8.90019e-07 -1.05553e-08 -4.62809e-07 -1.86128e-09 4.18958e-07 -1.15425e-08 2.05352e-07 -2.98716e-08 -1.67991e-07 -2.15773e-09 4.97471e-07 1.04205e-06 -1.68651e-08 -5.76063e-07 -6.56718e-09 -1.74155e-08 -9.3975e-09 6.9241e-07
internal_weight=0 3088 3067 49 3018 48 2970 2939 2914 2894 2871 61 41 2810 53 2757 62 2695 210 2485 190 2448 70 46 2378 43 2335 2306 2281 41
internal_count=3121 3088 3067 49 3018 48 2970 2939 2914 2894 2871 61 41 2810 53 2757 62 2695 210 2485 190 2448 70 46 2378 43 2335 2306 2281 41
is_linear=0
shrinkage=0.1


Tree=8272
num_leaves=31
num_cat=0
split_feature=132 1203 1185 1 13 13 2 0 1210 133 41 51 33 1213 51 482 2 15 2 2 1213 1213 15 1213 4 9 1213 1213 1209 1210
split_gain=5.86218e-10 2.03743e-09 1.93673e-09 6.22684e-10 6.08228e-10 4.49578e-09 8.87372e-09 3.66327e-09 1.68441e-08 9.29599e-09 3.13299e-09 3.06473e-09 3.04301e-09 2.3964e-09 2.92263e-09 2.55406e-09 2.71008e-09 1.37024e-08 4.02508e-09 2.44837e-09 1.67645e-09 2.46183e-09 2.16923e-09 1.88768e-09 1.50236e-09 1.1586e-09 1.07631e-09 2.52148e-09 1.61457e-09 1.58619e-09
threshold=-0.083174999999999985 0.089005000000000015 -0.083264999999999992 0.16773500000000005 -0.088319999999999996 -0.089109999999999981 0.084715000000000013 -0.083804999999999977 -0.076234999999999983 -0.040449999999999993 0.082095000000000015 0.086310000000000012 -0.009184999999999997 -0.41627499999999995 0.090560000000000015 0.085675000000000015 0.089125000000000024 -0.03241999999999999 0.10584500000000001 0.11682500000000001 -0.0068949999999999992 -0.090764999999999985 -0.036009999999999993 0.031805000000000007 0.10924000000000002 0.086220000000000005 -0.24064499999999997 -0.43370499999999995 0.14268500000000003 0.13089000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 7 -7 8 -4 -9 13 -11 -6 -10 15 16 20 18 -18 -20 21 -15 24 -24 -22 26 27 -14 29 -28
right_child=2 -3 3 -5 12 6 -8 9 10 11 -12 -13 25 14 -16 -17 17 -19 19 -21 22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-4.3882031774681963e-08 9.6885297715570705e-07 -9.7075155883464543e-07 -2.893103756951816e-06 -5.5102245823945848e-07 -1.0691651402373317e-06 2.5674366233780737e-06 -1.9635551255375437e-07 2.0886156351350241e-06 9.0579649785784423e-07 4.4514846675925729e-07 9.055683464333066e-07 -6.9494013685953549e-07 1.3828934657333253e-07 1.5806089496805954e-07 6.5409663590433926e-07 7.8352231379800026e-07 1.1631602825962712e-06 -2.4327488553195291e-06 -1.2774199866613789e-06 1.8724365736488835e-07 -1.0038060963779572e-06 -1.4109620994418039e-06 1.0834428986717901e-06 -1.6265941439996824e-07 1.3097953005366696e-07 5.5375412592190296e-07 1.0873230800507287e-09 -1.1931292078770639e-06 8.9523598717278224e-07 -8.7226814896114646e-07
leaf_weight=195 21 27 21 20 27 21 26 28 23 65 36 37 33 20 39 21 22 33 21 25 20 20 31 20 28 37 2138 25 20 21
leaf_count=195 21 27 21 20 27 21 26 28 23 65 36 37 33 20 39 21 22 33 21 25 20 20 31 20 28 37 2138 25 20 21
internal_value=0 -1.56609e-07 1.19977e-08 5.01577e-09 8.90687e-09 1.0267e-07 1.03853e-06 1.64242e-08 -1.40334e-07 4.74639e-07 2.0692e-08 3.15869e-08 -1.37903e-08 -7.7932e-08 -1.53351e-07 -2.74004e-07 -3.66538e-07 -7.60752e-07 5.06588e-08 -4.81407e-07 -8.00948e-08 -6.26451e-07 1.40655e-07 5.94775e-07 -3.41848e-07 -1.25945e-09 -1.04394e-08 -4.35598e-07 8.77368e-10 -7.40757e-09
internal_weight=0 222 2899 2878 2858 557 47 510 380 130 359 102 2301 323 300 261 240 101 68 46 139 40 99 51 48 2274 2237 58 2179 2159
internal_count=3121 222 2899 2878 2858 557 47 510 380 130 359 102 2301 323 300 261 240 101 68 46 139 40 99 51 48 2274 2237 58 2179 2159
is_linear=0
shrinkage=0.1


Tree=8273
num_leaves=31
num_cat=0
split_feature=12 42 456 13 16 13 12 456 49 1373 12 457 457 447 456 1445 481 2 3 12 12 13 1453 159 482 158 1453 158 42 1455
split_gain=6.05376e-10 1.15472e-09 6.19045e-10 2.44841e-09 4.48927e-09 2.79972e-09 1.53045e-09 9.70864e-10 9.33029e-10 8.02951e-10 8.33192e-09 2.82112e-09 1.58257e-09 1.5105e-09 9.57545e-10 2.74224e-09 1.13436e-09 8.31525e-09 1.54587e-08 6.87835e-09 1.22835e-08 2.60726e-09 2.32116e-09 1.23203e-09 1.66405e-09 1.23658e-09 9.47202e-10 1.45662e-09 2.25594e-09 1.12966e-09
threshold=0.23631000000000002 0.18223500000000001 0.088285000000000016 -0.08459499999999999 -0.010264999999999998 -0.082904999999999993 0.083785000000000012 0.087680000000000022 -0.013049999999999997 1.0000000180025095e-35 0.083715000000000026 0.31508000000000008 0.10613500000000002 0.091515000000000013 0.087015000000000023 0.077020000000000019 -0.081614999999999979 0.092875000000000013 -0.071329999999999991 0.083715000000000026 0.08401500000000002 -0.084154999999999994 -0.084064999999999987 -0.47354999999999997 0.11839000000000001 -0.4686749999999999 0.090390000000000012 0.11905000000000002 0.091295000000000015 0.10450500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 6 -5 -4 9 -7 11 -11 12 13 14 15 16 17 18 19 -1 -21 -22 -18 -24 25 -25 27 29 -29 -27
right_child=-2 -3 3 5 -6 8 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 22 -19 -20 20 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-1.2454875384548816e-06 -5.1114874852571479e-07 7.4280089198249962e-07 -5.8356998124509117e-07 -1.1968765580050445e-06 1.8134404619083647e-06 6.9072106948004321e-07 6.5354546165963265e-07 -7.0499940449053614e-07 -2.0220408566729019e-07 1.3503121581613736e-06 -1.1472472346502566e-06 -1.0305739926429347e-06 7.8857667176635002e-07 -6.6342464411458694e-07 6.1373103403639105e-07 -1.0722170105263255e-06 -1.0369639043843068e-06 2.0647374591155975e-06 -2.5942320851868321e-06 2.9889401184846065e-06 -3.6479348887260485e-07 8.7521181505678666e-07 5.9256265203925182e-07 7.25457613270919e-07 -7.4159112986099134e-07 4.6025394961155247e-10 6.275662666093527e-07 2.9235335148314338e-07 -1.0615109985678829e-06 -7.5424380199251581e-07
leaf_weight=20 23 21 20 20 22 22 20 20 25 34 22 27 25 35 25 24 22 22 20 20 39 30 34 23 31 2380 23 20 32 20
leaf_count=20 23 21 20 20 22 22 20 20 25 34 22 27 25 35 25 24 22 22 20 20 39 30 34 23 31 2380 23 20 32 20
internal_value=0 3.78922e-09 -1.25441e-09 2.13166e-07 6.66052e-07 -2.05922e-07 3.49877e-08 -1.06371e-08 2.15761e-07 -5.89422e-09 3.69128e-07 -1.32066e-08 -3.55147e-09 -1.05739e-08 -2.3693e-09 -7.94992e-09 1.38576e-09 2.67802e-07 -3.86526e-08 4.30261e-07 8.06834e-07 1.74339e-07 -1.41766e-08 -5.39735e-09 -1.34364e-08 -4.4e-09 -1.11825e-08 -1.7174e-08 -5.40794e-07 -5.82895e-09
internal_weight=0 3098 3077 129 62 67 40 2948 47 2928 56 2872 2845 2820 2785 2760 2736 151 129 109 89 69 2585 2563 2529 2498 2475 2452 52 2400
internal_count=3121 3098 3077 129 62 67 40 2948 47 2928 56 2872 2845 2820 2785 2760 2736 151 129 109 89 69 2585 2563 2529 2498 2475 2452 52 2400
is_linear=0
shrinkage=0.1


Tree=8274
num_leaves=31
num_cat=0
split_feature=130 12 47 2 47 42 40 43 1 47 2 484 15 13 124 34 1366 9 3 150 456 150 457 1 150 3 402 16 2 3
split_gain=5.85821e-10 1.34054e-09 5.96184e-10 6.6128e-09 1.8632e-09 1.15864e-09 1.44174e-09 1.02413e-09 1.91775e-09 1.63058e-09 1.55421e-09 2.92925e-09 1.99403e-09 1.18336e-09 1.00218e-09 1.03295e-09 9.99423e-10 9.7595e-10 1.522e-09 8.97654e-10 9.30455e-10 1.12837e-09 1.43829e-09 7.79297e-09 1.7605e-09 1.17723e-09 2.84483e-09 3.93399e-09 2.54244e-09 2.99159e-09
threshold=-0.23647499999999996 0.23631000000000002 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.10571500000000002 -0.045684999999999996 -0.078139999999999973 0.092695000000000013 0.10397500000000001 0.10402500000000002 -0.066844999999999988 -0.13578499999999996 -0.075974999999999987 0.10281000000000001 -0.112215 -0.082814999999999986 0.08925000000000001 -0.014944999999999998 -0.096799999999999983 -0.085409999999999986 0.12640500000000002 0.10613500000000002 0.090740000000000015 0.11656000000000001 -0.096099999999999977 0.087880000000000014 -0.27167499999999994 0.11824000000000001 -0.098469999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 14 6 -5 8 9 -8 11 -9 -12 -13 15 -2 -17 19 -19 -18 -21 22 24 -24 25 26 27 -22 29 -29
right_child=1 -3 3 5 -6 -7 7 10 -10 -11 12 13 -14 -15 -16 16 17 18 -20 20 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-5.3947840029877624e-07 -6.8213538019728564e-07 7.8130185227368279e-07 -1.8911231745732948e-06 7.1601376073918548e-07 9.5168837084375343e-07 -7.5327243337142141e-07 -5.9413822515940908e-07 1.2783148913513287e-06 -9.9466457825769794e-07 3.8079930337040595e-07 -1.0107198297267436e-06 6.3941197728922819e-07 1.9509022348707107e-07 -1.7015589028582889e-07 6.3635586911914298e-07 6.6224448870422712e-07 -4.7811020790433641e-07 9.4361903324869243e-07 -1.914852033464632e-07 5.0410138354964022e-07 1.1080132629143444e-06 -5.5607421902212422e-07 -5.1062225207354868e-07 2.0552526856931764e-06 -7.0464894734969776e-07 -3.1390854875149113e-08 -6.5486428312420362e-07 9.2325463852533248e-08 -8.4959645869275844e-07 1.1469619590798176e-06
leaf_weight=20 22 22 20 28 21 20 29 25 28 42 24 25 32 65 25 23 40 27 21 36 46 37 29 20 36 2004 39 260 25 30
leaf_count=20 22 22 20 28 21 20 29 25 28 42 24 25 32 65 25 23 40 27 21 36 46 37 29 20 36 2004 39 260 25 30
internal_value=0 3.47616e-09 -2.08154e-09 -1.2739e-07 1.33706e-08 -1.64637e-08 3.29865e-08 -3.78459e-08 -2.93809e-07 -1.74146e-08 1.10343e-07 3.20722e-07 -3.21686e-07 5.47241e-08 6.12625e-09 2.79966e-10 5.89655e-09 1.99949e-10 4.47011e-07 -8.04253e-09 -7.03455e-10 -7.89782e-09 2.51042e-10 5.36674e-07 -1.05214e-08 -1.2679e-10 1.56506e-07 2.44161e-07 1.18011e-07 2.01426e-07
internal_weight=0 3101 3079 338 2741 318 298 270 99 71 171 115 56 90 2720 2695 2673 2650 48 2602 2562 2526 2489 49 2440 2404 400 361 315 290
internal_count=3121 3101 3079 338 2741 318 298 270 99 71 171 115 56 90 2720 2695 2673 2650 48 2602 2562 2526 2489 49 2440 2404 400 361 315 290
is_linear=0
shrinkage=0.1


Tree=8275
num_leaves=31
num_cat=0
split_feature=12 130 0 47 47 47 0 160 1 51 1 4 16 1 3 3 39 2 0 52 41 33 14 484 1 0 132 1203 1185 2
split_gain=6.56859e-10 1.06193e-09 5.88264e-10 4.79381e-09 1.70893e-08 8.44931e-09 3.2533e-09 2.26907e-09 2.92099e-09 7.11355e-09 4.74448e-09 2.33457e-09 3.69783e-09 3.45498e-09 2.23812e-09 4.78675e-09 5.79083e-09 3.18426e-09 1.76535e-09 1.81683e-09 1.42907e-09 3.22579e-09 1.41405e-09 1.37338e-09 2.30312e-09 1.35243e-09 1.2639e-09 1.85593e-08 1.19916e-08 2.06097e-09
threshold=0.23631000000000002 -0.22461999999999996 -0.10151999999999999 0.094160000000000008 0.10305500000000002 0.082095000000000015 -0.099059999999999995 0.10580000000000002 0.088975000000000012 0.087505000000000013 0.091345000000000023 -0.0035949999999999997 -0.11118499999999999 0.078340000000000007 -0.011549999999999998 0.10893000000000001 0.084020000000000011 0.10882500000000002 -0.13455999999999999 0.047850000000000011 0.088520000000000015 -1.0000000180025095e-35 0.023790000000000002 0.088135000000000005 0.11453000000000001 -0.097274999999999986 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 -4 8 9 11 -10 13 18 -3 17 16 -16 -12 -13 -20 21 -8 25 24 -17 -23 27 29 -28 -27
right_child=-2 2 6 4 -6 -7 20 -9 10 -11 14 12 -14 -15 15 23 -18 -19 19 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=6.2836809983461237e-07 -5.3242160605726028e-07 4.875104740274485e-07 -9.5368050941991954e-07 3.1827775651229537e-06 -2.946243403673193e-08 -1.9038126561840927e-06 1.1086792631851075e-06 -6.736801052963342e-07 -1.5892072862300212e-06 1.9798536748112384e-06 1.0983433198637278e-06 6.4794144446080431e-07 1.4100850727306258e-06 -1.0874499337868808e-06 -2.0099921710626545e-06 9.773509444900042e-07 -1.4487091338003556e-08 -3.7296144389150267e-07 -8.4845981361398192e-07 2.8505392890565417e-07 -6.0936357766212709e-07 -6.2112614939126491e-07 -8.4856712589953531e-07 -4.9926912041087242e-07 -9.6093208967209743e-08 -1.0049054636014757e-06 -2.4529919738824902e-06 3.1299323956091033e-06 7.1373639071766445e-09 4.1102182317896393e-08
leaf_weight=27 23 26 37 22 67 23 26 39 20 25 38 38 29 30 26 39 33 24 26 31 39 35 20 20 41 22 20 20 2124 131
leaf_count=27 23 26 37 22 67 23 26 39 20 25 38 38 29 30 26 39 33 24 26 31 39 35 20 20 41 22 20 20 2124 131
internal_value=0 3.96544e-09 -1.52426e-09 8.75719e-08 7.64574e-07 -3.10368e-08 -2.3024e-08 5.77752e-08 1.21737e-07 3.99215e-07 -1.14293e-07 1.79682e-07 4.21701e-07 -3.56218e-07 1.91836e-08 -1.79537e-07 -8.93862e-07 5.28806e-07 1.19984e-07 -2.31987e-07 -8.89423e-09 8.71534e-10 -1.12714e-08 2.41915e-07 4.27211e-07 -4.15152e-09 5.16834e-09 2.65174e-07 -1.58116e-08 -1.09304e-07
internal_weight=0 3098 3071 597 89 508 2474 485 446 205 241 180 124 56 221 159 59 62 95 57 2437 2398 2372 100 80 2352 2317 173 2144 153
internal_count=3121 3098 3071 597 89 508 2474 485 446 205 241 180 124 56 221 159 59 62 95 57 2437 2398 2372 100 80 2352 2317 173 2144 153
is_linear=0
shrinkage=0.1


Tree=8276
num_leaves=31
num_cat=0
split_feature=132 1203 1185 13 43 16 16 130 15 42 130 4 47 47 47 1453 158 483 12 1452 1456 1456 483 158 456 13 2 42 456 1365
split_gain=6.20835e-10 2.64749e-09 2.46939e-09 6.19235e-10 1.17206e-09 7.47865e-10 1.48282e-09 9.11084e-10 6.79177e-10 9.00508e-10 6.09527e-10 8.80647e-10 6.41504e-10 6.17136e-09 2.60015e-09 1.00293e-09 1.33393e-09 8.44666e-10 3.64626e-09 1.46484e-09 1.07857e-09 3.45465e-09 1.86931e-09 1.85699e-09 1.08486e-09 2.6595e-09 4.65495e-09 2.5995e-09 2.14381e-09 9.40138e-10
threshold=-0.083174999999999985 0.089005000000000015 -0.083264999999999992 0.056795000000000005 0.51084000000000007 -0.077879999999999991 -0.0013749999999999997 0.087380000000000013 0.084655000000000022 -0.010544999999999997 -0.22699999999999995 0.63113500000000011 0.092710000000000015 0.096175000000000024 0.090280000000000013 -1.0000000180025095e-35 0.065940000000000012 0.12236500000000002 0.094435000000000005 -0.073879999999999987 -0.23007499999999997 -0.14739999999999998 0.11006000000000002 -0.47248999999999991 0.087555000000000008 -0.086134999999999975 0.091055000000000011 0.085010000000000016 0.085800000000000015 0.085025000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 7 -7 8 9 -1 -4 12 14 -14 17 -15 -17 19 -19 -12 -21 -22 23 -23 28 26 -26 -27 29 -25
right_child=2 -3 10 -5 -6 6 -8 -9 -10 -11 11 -13 13 15 -16 16 -18 18 -20 20 21 22 -24 24 25 27 -28 -29 -30 -31
leaf_value=6.7537564518715953e-07 1.0928047015026788e-06 -1.0892234957669575e-06 -4.7752386102764338e-07 3.2955458424878182e-07 -8.1565141759451118e-07 9.0438111948804533e-07 -2.8533256084983805e-07 -7.5016802102687685e-07 -3.894204734170412e-07 -2.195251345876221e-07 7.8047493707344995e-07 5.9976851639476086e-07 -1.6724836228831919e-06 6.8048596972403182e-07 1.1026238677335311e-06 1.0680774080417132e-08 -8.3907573184660593e-07 -1.3175609899957162e-06 4.1094646996078573e-07 4.8545265486909364e-07 -1.3070407526782902e-06 -9.5489130217174541e-07 9.7546685708493916e-07 1.4984581367567408e-09 1.9963079726689366e-06 -8.8864791496234823e-07 -4.2370168943743168e-08 4.3133886428271626e-07 -9.4218523294387069e-07 6.5852027856553012e-07
leaf_weight=23 21 27 26 38 21 22 20 21 28 22 25 25 24 20 22 242 20 23 26 47 20 20 20 2165 21 25 24 37 24 22
leaf_count=23 21 27 26 38 21 22 20 21 28 22 25 25 24 20 22 242 20 23 26 47 20 20 20 2165 21 25 24 37 24 22
internal_value=0 -1.61163e-07 1.23512e-08 -3.2662e-08 -1.20332e-07 -1.29668e-08 3.37851e-07 -1.69715e-07 -2.73543e-09 2.37869e-07 4.46744e-09 8.86147e-09 3.63591e-09 -1.33094e-07 2.02322e-08 -2.08173e-09 -5.41861e-08 1.07033e-08 -4.00394e-07 1.89253e-08 1.10743e-08 1.69839e-09 1.27988e-08 4.56384e-09 1.28421e-08 3.23822e-07 9.09013e-07 -1.00914e-07 -2.20752e-09 8.10773e-09
internal_weight=0 222 2899 195 157 136 42 94 73 45 2878 2852 2827 306 2521 282 262 2499 49 2450 2425 2378 2358 2338 2318 107 45 62 2211 2187
internal_count=3121 222 2899 195 157 136 42 94 73 45 2878 2852 2827 306 2521 282 262 2499 49 2450 2425 2378 2358 2338 2318 107 45 62 2211 2187
is_linear=0
shrinkage=0.1


Tree=8277
num_leaves=31
num_cat=0
split_feature=156 1426 52 1209 132 399 399 1203 151 52 158 1209 1208 402 1212 401 1212 133 3 0 43 43 3 3 484 2 158 16 2 481
split_gain=5.70667e-10 8.47505e-10 6.08852e-10 2.41695e-09 2.07884e-09 2.01415e-08 1.25835e-08 2.76767e-09 2.01632e-09 1.63232e-09 2.59622e-09 1.6342e-09 1.75476e-09 1.87037e-09 2.92291e-09 7.63096e-09 2.34188e-09 2.57108e-09 2.94192e-09 2.34187e-09 2.28894e-09 4.06042e-09 3.43781e-09 5.47122e-09 2.79004e-09 5.69106e-09 1.00979e-08 5.52947e-09 1.59367e-08 5.04501e-09
threshold=0.32523500000000005 -0.085619999999999988 0.0031350000000000002 -0.084519999999999984 -0.083284999999999984 0.091580000000000009 0.089505000000000015 0.085595000000000018 0.015440000000000001 0.008405000000000001 0.11694500000000001 0.10691500000000002 1.0000000180025095e-35 0.086055000000000006 -0.092474999999999988 0.076195000000000013 -0.09386499999999999 -0.088234999999999994 -0.075634999999999994 -0.082724999999999979 -0.082389999999999977 -0.080954999999999985 -0.076669999999999988 -0.026224999999999995 -0.017214999999999998 0.10402500000000002 -0.4686749999999999 -0.014754999999999999 0.09580000000000001 -0.081539999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -6 -5 9 -4 11 12 13 14 -11 20 -15 18 -18 -19 22 -22 -16 -24 25 26 -23 29 -29 -26
right_child=-2 2 8 4 6 -7 -8 -9 -10 10 -12 -13 -14 16 15 -17 17 19 -20 -21 21 24 23 -25 27 -27 -28 28 -30 -31
leaf_value=-5.9545582473674587e-07 5.1953985251072614e-07 1.0555739802088203e-06 -8.1379779195576072e-07 3.3739235420952082e-08 2.844096773288362e-08 2.9119617793185172e-06 -2.4943047912984183e-06 -1.3299677680772055e-06 8.5303325221275377e-07 8.5366350107121972e-07 7.8167272263840461e-07 6.34747550887574e-07 -1.0296242285434687e-06 -5.4828715140128481e-07 -1.8425844467984121e-08 -1.6139199132274892e-06 1.5070832135474382e-06 -8.7512537191969399e-07 -1.3281050854629939e-08 5.1281493714697955e-07 -1.5653099900364831e-06 2.5962915060517846e-06 2.1875980303320829e-06 -1.5146534742882523e-07 1.1239956107132341e-06 -9.9664136609011291e-07 -7.1000670374132834e-08 -2.3912004076009906e-06 5.5353411128448104e-07 -1.9435882642719541e-07
leaf_weight=24 21 23 29 46 1736 25 20 22 24 29 36 31 20 28 160 35 35 20 20 31 21 22 20 20 31 22 40 40 34 456
leaf_count=24 21 23 29 46 1736 25 20 22 24 29 36 31 20 28 160 35 35 20 20 31 21 22 20 20 31 22 40 40 34 456
internal_value=0 -3.51557e-09 1.10295e-09 3.67828e-08 2.41099e-08 4.84858e-07 -2.919e-10 -4.0746e-07 -5.43727e-08 -7.28284e-08 -5.41593e-08 -8.11458e-08 -1.01619e-07 -8.41751e-08 -1.34502e-07 -1.66308e-07 2.65112e-07 4.79972e-07 9.54223e-07 -3.14754e-08 -1.07802e-07 -1.96893e-07 1.88873e-07 1.01807e-06 -1.5234e-07 3.85146e-07 8.75458e-07 -2.32819e-07 -1.03821e-06 -1.10439e-07
internal_weight=0 3100 3076 1872 1849 93 1756 68 1204 1180 1151 1115 1084 1064 930 901 134 106 55 51 866 666 200 40 645 84 62 561 74 487
internal_count=3121 3100 3076 1872 1849 93 1756 68 1204 1180 1151 1115 1084 1064 930 901 134 106 55 51 866 666 200 40 645 84 62 561 74 487
is_linear=0
shrinkage=0.1


Tree=8278
num_leaves=31
num_cat=0
split_feature=398 132 1186 399 43 12 12 4 43 42 1212 1212 1212 1212 1212 0 43 403 403 133 12 2 15 15 42 130 130 1209 12 12
split_gain=7.37413e-10 1.34418e-09 1.5895e-08 1.1526e-08 2.04677e-09 1.25478e-09 6.88798e-10 1.10031e-09 6.64398e-10 1.27871e-09 6.90731e-10 7.18191e-10 2.48294e-09 2.75845e-09 1.77559e-09 1.05707e-09 1.14112e-09 8.74551e-10 2.81305e-09 1.76062e-09 5.02889e-09 2.97041e-09 2.85425e-09 1.57516e-09 3.08067e-09 1.45188e-09 6.46567e-09 4.53697e-09 3.07176e-09 5.32499e-09
threshold=0.087820000000000023 -0.083284999999999984 0.0044650000000000011 0.091255000000000017 -0.011694999999999999 0.09474500000000001 0.23631000000000002 0.63113500000000011 -0.53814999999999991 0.15665000000000004 -0.52517999999999987 -0.09386499999999999 -0.08867499999999999 -0.073259999999999978 -0.055019999999999993 -0.079984999999999987 0.0041500000000000009 0.08332500000000001 0.022375000000000003 -0.054584999999999995 0.093535000000000021 0.088555000000000009 0.085035000000000013 -0.064294999999999977 -0.019989999999999997 0.08610000000000001 0.016915000000000003 0.083050000000000013 0.090695000000000012 0.09474500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -2 7 8 -3 10 -10 15 -13 -14 -15 16 -12 18 25 20 22 -21 23 -19 -25 26 -16 28 -27 -30
right_child=5 3 -4 -5 -6 -7 -8 -9 9 -11 11 12 13 14 17 -17 -18 19 -20 21 -22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=-8.9342170486343791e-07 -6.9613516706987448e-07 4.9097216918068757e-07 2.7896352471336948e-06 -2.4013932249999927e-06 8.0426817748800889e-08 1.7244020280658931e-07 -5.3741927641597256e-07 6.8626794800981847e-07 5.7905893169975444e-07 -7.2536582251814252e-07 -9.4948272698231098e-07 1.0706756323873957e-06 -1.0415317383376532e-06 9.5252117148447724e-07 6.77997544230308e-09 1.5200838853551043e-07 -1.9834874612333016e-08 -4.457991902133317e-08 -8.742115999273273e-07 5.5924146124652907e-07 1.8234369365797777e-06 -1.1070992879625839e-06 -8.2957317151984482e-07 -3.3711453604403442e-08 1.6215012260051047e-06 4.0544549292182789e-07 1.5930842017461638e-06 -1.6570427592774822e-06 -1.8301180965029187e-06 4.8663789013284978e-08
leaf_weight=26 39 28 22 20 127 29 23 24 21 24 31 22 25 20 2187 35 23 41 37 20 21 23 24 22 23 67 26 21 22 48
leaf_count=26 39 28 22 20 127 29 23 24 21 24 31 22 25 20 2187 35 23 41 37 20 21 23 24 22 23 67 26 21 22 48
internal_value=0 7.24087e-09 2.76327e-07 -9.12121e-09 -8.50638e-08 -3.25713e-07 7.61968e-09 1.20415e-08 6.28504e-09 1.40856e-09 7.73063e-09 3.34864e-09 1.27363e-08 3.8765e-09 1.39208e-08 -2.76066e-07 -5.53522e-07 6.65044e-09 -8.99403e-09 2.23156e-07 4.05401e-07 -3.32057e-07 1.34685e-07 4.0378e-07 8.12286e-07 4.50789e-09 2.54171e-08 -2.88353e-07 -7.85539e-08 -5.41811e-07
internal_weight=0 3053 175 2878 153 68 2858 2835 2811 2783 2759 2738 2649 2627 2602 89 54 2582 2408 174 131 43 110 86 45 2371 2213 158 137 70
internal_count=3121 3053 175 2878 153 68 2858 2835 2811 2783 2759 2738 2649 2627 2602 89 54 2582 2408 174 131 43 110 86 45 2371 2213 158 137 70
is_linear=0
shrinkage=0.1


Tree=8279
num_leaves=31
num_cat=0
split_feature=132 1203 399 1429 156 1429 1208 1208 1208 1209 401 393 12 394 1176 394 1212 1212 43 133 1212 402 402 1185 403 1186 401 1212 133 402
split_gain=7.60936e-10 3.19561e-09 2.94891e-09 5.9099e-10 2.3008e-09 9.36998e-10 5.85944e-10 9.16225e-10 8.02947e-10 1.66299e-09 9.78337e-10 5.8837e-10 2.07199e-09 9.08015e-10 1.24053e-09 1.18056e-09 7.12183e-10 7.20362e-09 9.64998e-09 1.41013e-08 1.80055e-09 9.88106e-10 2.09489e-09 1.28766e-09 2.41547e-09 9.29903e-10 7.35367e-10 3.05779e-09 1.53667e-09 9.83115e-10
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.092099999999999987 0.13571500000000003 0.088255000000000014 0.089005000000000015 -0.12099999999999998 1.0000000180025095e-35 1.0000000180025095e-35 -0.073259999999999978 -0.089544999999999986 -0.0047449999999999992 -0.093189999999999981 -0.009474999999999999 0.11522000000000002 0.10668000000000001 0.085600000000000009 -0.081224999999999992 -1.0000000180025095e-35 -0.078179999999999986 0.11579500000000002 0.51114000000000004 -0.11626999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 7 8 9 -7 11 13 -13 -11 15 16 17 18 -15 -20 -18 22 23 25 -25 -22 27 -27 29 -28
right_child=2 -3 -4 4 -6 6 -8 -9 -10 10 -12 12 -14 14 -16 -17 20 -19 19 -21 21 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-5.8218711585862703e-08 -5.3983538030877296e-07 -1.3851869512393479e-06 8.8860389433576576e-07 -6.6738459844643897e-07 1.0744571653731328e-06 7.6076708425936319e-07 -5.3625208494167966e-07 6.2215664679380711e-07 -4.8870585666890927e-07 5.8873832792280024e-07 -6.6468550957407311e-07 3.6918143200637136e-07 -8.458477296358069e-07 -1.1349292158513436e-06 -6.5620308313490188e-07 6.366715967942582e-07 6.9138393581187517e-07 -1.6358010924477641e-06 -2.0756204387832138e-07 3.0530998625435827e-06 -6.6340146964821982e-07 5.6724642813459207e-07 -8.9368097983074572e-07 -2.2211133938299098e-07 1.3134533836429391e-06 1.2600315399553934e-06 6.8788830113979731e-07 -3.4183564183037495e-07 -6.8056069446328999e-07 3.5076699651283215e-10
leaf_weight=196 20 20 38 21 20 29 20 24 33 27 22 25 32 34 28 30 39 28 36 21 21 31 26 20 21 22 21 26 33 2157
leaf_count=196 20 20 38 21 20 29 20 24 33 27 22 25 32 34 28 30 39 28 36 21 21 31 26 20 21 22 21 26 33 2157
internal_value=0 -1.81086e-07 1.34592e-08 1.85981e-09 5.66519e-09 -1.89613e-09 3.08436e-09 6.95613e-09 1.61043e-09 7.5395e-09 -5.5072e-10 4.9052e-09 -3.1294e-07 1.18175e-08 5.81257e-09 1.30364e-08 5.65904e-09 -2.33169e-07 1.9841e-07 9.93734e-07 1.74177e-08 6.36439e-09 -1.04394e-09 8.95544e-09 5.64397e-07 -1.03277e-09 5.12471e-09 3.92353e-07 -3.28188e-09 6.97992e-09
internal_weight=0 216 2905 2867 2847 2827 2806 2786 2762 2729 2700 2678 57 2621 2594 2566 2536 119 91 57 2417 2378 2347 2321 41 2280 2259 48 2211 2178
internal_count=3121 216 2905 2867 2847 2827 2806 2786 2762 2729 2700 2678 57 2621 2594 2566 2536 119 91 57 2417 2378 2347 2321 41 2280 2259 48 2211 2178
is_linear=0
shrinkage=0.1


Tree=8280
num_leaves=31
num_cat=0
split_feature=398 132 50 1185 399 130 3 133 1213 130 40 1204 130 131 151 42 42 49 133 1429 133 160 1 133 1 151 157 2 151 34
split_gain=6.26788e-10 1.25806e-09 1.55266e-08 1.07469e-08 1.32613e-09 9.6941e-10 8.57625e-10 8.15284e-10 1.2025e-09 6.37375e-10 7.40888e-10 6.72444e-10 2.8476e-09 1.85016e-09 6.15538e-10 2.08269e-09 9.12452e-09 6.54132e-09 7.28848e-09 5.72342e-09 3.42554e-09 2.64799e-09 2.81552e-09 2.5831e-09 2.20432e-09 1.16312e-09 1.96367e-09 1.08016e-09 9.55285e-10 1.38714e-09
threshold=0.087820000000000023 -0.083284999999999984 0.092095000000000024 -1.0000000180025095e-35 0.089300000000000004 0.087100000000000025 -0.088494999999999976 -0.37971999999999995 0.067955000000000002 -0.22699999999999995 -0.16692999999999997 -0.077669999999999989 0.08610000000000001 0.10488000000000001 -0.08483499999999998 0.083715000000000026 0.083995000000000014 0.11236 0.087720000000000006 0.083615000000000009 0.084760000000000016 0.088020000000000015 0.10612500000000001 0.085075000000000026 0.11453000000000001 -0.08341999999999998 -0.0085999999999999983 0.091265000000000013 -0.081519999999999981 -0.08786999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 6 -2 -1 -8 -9 -5 -11 12 13 -12 15 19 -17 18 20 21 -18 22 23 27 -24 26 -16 -13 -27 -30
right_child=5 3 -4 9 -6 -7 7 8 -10 10 11 14 -14 -15 25 16 17 -19 -20 -21 -22 -23 24 -25 -26 28 -28 -29 29 -31
leaf_value=-3.9262228178334845e-07 -7.0075636218192025e-07 -2.2630785554697685e-06 2.5742570337570217e-06 -5.057466703798734e-07 -8.347334263318503e-07 5.5696822048250605e-08 -2.3127166866032668e-07 9.0263637013357281e-07 -1.2939888449636784e-08 4.9795962851359008e-07 1.5222765046019051e-06 -4.9787728087158895e-07 -5.0545808747415324e-07 1.9334289346902138e-07 1.4394413591660505e-07 2.0313059256490569e-06 5.75069227559677e-07 -1.1440428037905591e-06 2.0596290152174004e-06 -1.649489222797586e-06 -1.0248824050608084e-06 9.0418281080005593e-07 1.1227347101794295e-06 2.7884032505198775e-07 -2.8577122549222625e-07 4.2352836885584107e-07 -1.2235943380628236e-06 -1.5121383155149357e-06 7.3811073093565942e-07 -2.6071246903116433e-08
leaf_weight=38 32 21 25 24 22 36 32 26 32 31 20 21 26 22 21 28 32 34 22 21 23 33 25 25 20 50 21 21 24 2313
leaf_count=38 32 21 25 24 22 36 32 26 32 31 20 21 26 22 21 28 32 34 22 21 23 33 25 25 20 50 21 21 24 2313
internal_value=0 6.68413e-09 2.67008e-07 -9.14516e-09 -1.17533e-07 -3.00281e-07 5.73538e-09 1.73931e-07 3.97491e-07 7.42208e-09 1.17694e-08 6.39045e-09 3.17017e-07 8.26168e-07 -1.33545e-09 1.32568e-07 4.18136e-07 1.12099e-08 5.21322e-07 -1.06552e-07 -9.40015e-08 1.16908e-07 -1.15057e-07 -5.2596e-07 4.96732e-07 -1.81492e-08 -5.39825e-07 -1.00501e-06 -8.97014e-09 -1.82234e-08
internal_weight=0 3053 175 2878 150 68 128 90 58 2857 2833 2802 68 42 2734 305 139 111 77 166 55 145 112 67 45 2429 42 42 2387 2337
internal_count=3121 3053 175 2878 150 68 128 90 58 2857 2833 2802 68 42 2734 305 139 111 77 166 55 145 112 67 45 2429 42 42 2387 2337
is_linear=0
shrinkage=0.1


Tree=8281
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 130 10 16 2 51 11 1 1 1 376 9 2 4 96 3 51 49 15 156 16 148 148 13 49 13 13
split_gain=7.4745e-10 3.25157e-09 1.51329e-09 6.38828e-10 1.13712e-09 6.42853e-10 8.86335e-09 1.07604e-08 1.56027e-09 9.74103e-10 8.35037e-10 2.40574e-09 2.39073e-09 1.73111e-09 1.28846e-09 2.37147e-09 9.78755e-09 1.22747e-08 9.96144e-10 3.53347e-09 3.09987e-09 4.64046e-09 2.34752e-09 1.93185e-09 1.63692e-09 3.75871e-09 1.78477e-09 1.67886e-09 1.35521e-09 3.28372e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.056919999999999991 -0.023999999999999997 0.087305000000000008 -1.0000000180025095e-35 0.13686500000000004 0.13968000000000003 0.13471500000000003 0.088720000000000007 0.088235000000000022 -1.0000000180025095e-35 0.053180000000000012 0.083670000000000008 0.11658 -0.079189999999999983 -0.043469999999999995 -0.093959999999999988 0.3248100000000001 0.6352000000000001 -0.081784999999999983 -0.062044999999999996 -0.16152999999999998 -0.0049799999999999992 -0.097224999999999992 -0.099939999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 7 -6 -9 -7 12 -12 13 14 15 16 17 -11 22 -20 -21 -22 23 24 27 -26 -27 -17 29 -28
right_child=1 3 -4 -5 5 9 -8 8 -10 10 11 -13 -14 -15 -16 18 -18 -19 19 20 21 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-7.7656906386262557e-08 1.253359045265478e-06 6.5461355507910344e-07 -8.6408257321376635e-07 -5.2041660278172968e-07 -2.8302598019536164e-06 6.9040481830164759e-07 1.1209870255050082e-06 -5.6512826576650821e-07 5.3601881275385084e-07 3.3265330381482274e-06 -1.0632642016616957e-06 3.3489419917844188e-08 9.715895194298916e-07 -7.7415516130940887e-07 -6.7069148136161626e-07 8.9599830987597859e-07 -1.0141164762978367e-06 -1.7698919283049011e-07 1.5012940514225194e-06 7.7553225535989682e-07 3.182439790285438e-07 -1.3701001185600709e-06 -1.0346153193164687e-06 7.7485881675443127e-07 -1.3862005897635755e-06 -8.4919794267079864e-07 9.0887836266950255e-08 -2.1302497002363366e-07 -1.9898771915243586e-08 1.4243564987995426e-06
leaf_weight=194 21 27 28 23 20 21 33 31 22 20 28 70 26 28 27 39 23 20 20 38 41 27 22 32 20 25 115 21 2037 22
leaf_count=194 21 27 28 23 20 21 33 31 22 20 28 70 26 28 27 39 23 20 20 38 41 27 22 32 20 25 115 21 2037 22
internal_value=0 1.35413e-08 -1.76846e-07 4.49466e-09 8.72336e-09 2.5568e-09 -2.39049e-07 -8.5386e-07 -1.08048e-07 1.19654e-08 6.6906e-09 -2.79869e-07 1.74792e-08 7.85298e-09 1.64431e-08 2.37994e-08 6.29622e-07 1.57477e-06 8.27814e-09 2.82154e-07 5.21276e-08 -3.52128e-07 -6.51327e-09 3.27394e-09 -7.56007e-09 -2.14961e-08 -9.08404e-09 5.0784e-07 5.76884e-10 3.05021e-07
internal_weight=0 2899 222 2878 2855 2828 106 73 53 2722 2701 98 2603 2577 2549 2522 63 40 2459 126 106 68 2333 2311 2279 2219 2199 60 2174 137
internal_count=3121 2899 222 2878 2855 2828 106 73 53 2722 2701 98 2603 2577 2549 2522 63 40 2459 126 106 68 2333 2311 2279 2219 2199 60 2174 137
is_linear=0
shrinkage=0.1


Tree=8282
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1375 1375 48 1375 1375 457 456 0 142 45 52 3 48 0 1 4 16 0 0 47 13 43 52 16 43 10 0
split_gain=6.0549e-10 2.63371e-09 1.22577e-09 5.52788e-10 2.10183e-09 2.04879e-09 1.96023e-09 1.26933e-09 1.06928e-09 9.03822e-10 9.10981e-10 4.67579e-09 3.43637e-09 2.92217e-09 4.11561e-09 3.45727e-09 5.0434e-09 2.18162e-09 2.89649e-09 1.68762e-09 1.20326e-09 1.85408e-08 1.77023e-08 9.54605e-09 1.11744e-08 4.47499e-09 2.18126e-09 2.02775e-09 2.01868e-09 4.35948e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.087820000000000023 0.08456000000000001 0.090720000000000009 0.083830000000000002 0.057835000000000004 -0.10142499999999997 -0.085409999999999986 -0.14723999999999998 -1.0000000180025095e-35 0.084355000000000013 -0.080979999999999983 0.084940000000000015 -0.072824999999999987 -0.23091999999999999 0.078340000000000007 -0.00027999999999999998 -0.44310499999999992 -0.10224499999999999 -0.10096999999999999 0.092710000000000015 -0.013024999999999998 -0.084569999999999992 0.084735000000000019 -0.27167499999999994 0.0034250000000000005 -0.011559999999999999 -0.086234999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -5 7 8 -3 -10 12 -12 13 14 -11 -15 -17 -18 -19 -20 22 -22 23 25 -25 26 -13 -28 29 -23
right_child=1 3 -4 5 -6 -7 -8 -9 9 10 11 20 -14 15 -16 16 17 18 19 -21 21 28 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-6.9890875558453636e-08 1.1280195838567343e-06 -6.2418099139028564e-07 -7.7767420683423048e-07 2.6747959444557117e-07 7.7015379610480122e-07 -8.1452653595143993e-07 -8.803749869912281e-07 6.5604450128375912e-07 5.2839885885770279e-07 1.724446879198959e-07 -1.5038411052479378e-06 -6.1808414778391358e-07 1.4355390203490969e-06 -7.2644906353044436e-07 -1.5930605108540317e-06 1.438649902758315e-06 9.8122978965875529e-07 -9.5424387819986339e-07 -1.2028432030921119e-07 7.9401346140733069e-07 2.9746071082367315e-06 -1.7781646536718654e-06 -2.2556835253971662e-06 4.7557940954521331e-08 2.9566997236716107e-06 -1.4685877182238563e-06 -4.6138104513223277e-08 1.125320905388931e-06 8.8967751619142385e-09 -9.8628440546670335e-08
leaf_weight=194 21 27 28 35 36 35 25 30 33 31 21 37 20 31 23 38 25 27 52 33 21 20 36 31 23 26 45 22 2027 68
leaf_count=194 21 27 28 35 36 35 25 30 33 31 21 37 20 31 23 38 25 27 52 33 21 20 36 31 23 26 45 22 2027 68
internal_value=0 1.21954e-08 -1.59161e-07 4.05349e-09 1.09731e-08 -2.73523e-07 1.11366e-09 9.13594e-09 1.99304e-09 8.27806e-09 1.81815e-09 -1.82785e-08 1.72424e-07 7.52615e-08 -5.7953e-07 2.46906e-07 4.19329e-07 1.36597e-07 -5.19368e-08 2.34678e-07 -5.03705e-09 1.78982e-08 -2.27717e-07 1.69059e-07 1.28664e-06 -2.95166e-07 -1.81027e-09 3.3852e-07 -1.14592e-08 -4.80341e-07
internal_weight=0 2899 222 2878 2808 70 2772 2747 2717 2690 2657 2377 280 260 54 206 175 137 112 85 2356 2136 220 184 54 130 104 67 2115 88
internal_count=3121 2899 222 2878 2808 70 2772 2747 2717 2690 2657 2377 280 260 54 206 175 137 112 85 2356 2136 220 184 54 130 104 67 2115 88
is_linear=0
shrinkage=0.1


Tree=8283
num_leaves=31
num_cat=0
split_feature=142 11 33 147 47 47 47 148 1366 150 448 147 1 47 15 1 3 160 43 3 2 47 15 1373 133 52 150 0 1375 16
split_gain=7.50142e-10 1.26765e-09 1.66643e-09 9.84561e-10 9.26532e-10 6.7747e-09 6.51812e-09 9.85664e-10 1.09732e-09 1.05464e-09 9.99073e-10 1.98353e-09 8.91823e-10 3.13829e-09 2.37252e-09 1.78629e-09 9.20211e-10 1.16198e-09 8.58701e-10 1.23409e-09 9.49368e-10 1.02286e-09 7.87206e-10 7.54195e-10 6.0258e-09 7.52605e-09 1.91419e-09 5.37642e-09 1.54993e-09 1.72788e-09
threshold=-0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.099230000000000013 0.094160000000000008 0.096475000000000019 0.090100000000000013 1.0000000180025095e-35 -0.082814999999999986 -0.096799999999999983 0.030280000000000001 0.090830000000000008 0.099990000000000009 0.107145 -0.17952999999999997 0.111945 -0.096099999999999977 -0.081399999999999986 -0.065269999999999981 -0.077644999999999978 0.11704500000000001 0.13302500000000003 -0.089549999999999991 1.0000000180025095e-35 0.08622500000000001 -0.015069999999999998 0.12706500000000001 -0.084044999999999995 -0.085004999999999983 -0.08595499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 7 8 -4 -10 11 23 14 -14 -7 -15 -16 -18 19 -17 -20 -22 -19 26 25 -25 28 -28 29 -11
right_child=1 2 3 -5 5 12 -8 -9 9 10 -12 -13 13 15 16 18 17 22 20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=5.5691387927936382e-07 -6.7412215961785003e-07 -8.1131441538673254e-07 7.4524341584947253e-07 5.1429735507506282e-07 1.8993813709823284e-06 -1.1319007842844474e-06 -1.3350954569014486e-06 -6.2353498174161365e-07 -5.9799440982754375e-07 1.2830357376891754e-06 -6.7849406973220453e-07 9.5951389456868975e-07 1.0994435958691025e-06 -7.9784328287738997e-07 -4.8182565476596351e-07 3.3084799611060589e-07 -3.9172823463836127e-07 8.1294086330358527e-07 7.652534719682081e-07 -7.5327718415489171e-07 5.1279144667081376e-07 -4.7532163591768042e-07 5.5166724713182285e-08 2.4430523228602399e-06 -1.0355519407312387e-06 -2.3723831025728775e-07 -1.8483425793647257e-06 4.7036890720164594e-07 -1.8725598093309364e-09 -3.1451866107090607e-08
leaf_weight=24 28 25 20 38 21 21 37 25 29 20 21 22 31 24 26 21 23 29 32 21 22 20 26 20 21 22 20 20 2392 20
leaf_count=24 28 25 20 38 21 21 37 25 29 20 21 22 31 24 26 21 23 29 32 21 22 20 26 20 21 22 20 20 2392 20
internal_value=0 -4.31824e-09 1.79271e-09 8.47066e-09 2.07631e-09 1.63773e-07 -1.69858e-08 1.40416e-09 7.35143e-09 1.69058e-09 8.43646e-09 1.4078e-08 4.06388e-08 1.89044e-07 -1.6238e-07 -1.2544e-08 3.33885e-08 2.05127e-07 1.49932e-07 -2.11215e-07 3.54907e-07 4.22614e-08 4.5472e-07 5.87308e-09 3.47543e-07 1.03909e-06 -2.83453e-09 -6.88987e-07 8.45087e-09 6.25792e-07
internal_weight=0 3097 3069 3044 3006 317 2689 2652 2627 2607 2578 2557 296 171 125 140 104 78 116 42 74 42 55 2535 63 42 2472 40 2432 40
internal_count=3121 3097 3069 3044 3006 317 2689 2652 2627 2607 2578 2557 296 171 125 140 104 78 116 42 74 42 55 2535 63 42 2472 40 2432 40
is_linear=0
shrinkage=0.1


Tree=8284
num_leaves=31
num_cat=0
split_feature=142 45 3 1429 16 12 472 1429 151 0 376 1 482 15 34 34 34 9 10 2 15 1446 3 12 51 403 15 4 2 3
split_gain=6.07612e-10 1.09024e-09 1.02132e-08 8.85376e-10 1.26036e-09 9.3551e-09 4.71853e-09 1.1809e-09 8.70259e-10 2.2834e-09 8.83421e-10 1.00201e-09 2.87743e-09 1.93116e-09 1.39224e-09 1.77796e-09 3.16478e-09 3.65655e-09 5.75435e-09 1.79115e-09 1.09846e-09 1.07324e-09 2.03883e-09 3.436e-09 1.01968e-09 8.5388e-09 6.57301e-09 7.53129e-09 4.27594e-09 5.76266e-09
threshold=-0.057499999999999989 0.083445000000000005 0.096675000000000011 -0.23587499999999997 0.63636000000000015 0.090695000000000012 -0.15279499999999999 0.11635000000000001 0.10561000000000002 -0.083914999999999976 0.11357500000000002 0.13820500000000002 0.088575000000000015 -0.47308999999999996 -0.08786999999999999 -0.084564999999999987 -0.057544999999999992 0.091600000000000015 -0.0093599999999999985 -0.0091949999999999983 -0.13843999999999998 0.10324000000000001 -0.082879999999999995 0.089505000000000015 0.090560000000000015 -0.0031149999999999997 0.089295000000000013 -0.079329999999999984 0.11411 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 -5 8 10 -10 11 14 13 -13 -8 -16 -17 18 -18 -20 -15 24 -23 -24 -21 -26 28 -28 29 -27
right_child=1 2 -4 4 5 -7 7 -9 9 -11 -12 12 -14 20 15 16 17 -19 19 21 -22 22 23 -25 25 26 27 -29 -30 -31
leaf_value=5.0122248467232573e-07 6.5078744008977612e-07 -2.2174686932885382e-06 6.9988643370303786e-07 1.5013482917917525e-06 7.8322898178629228e-07 -1.930221137058652e-06 6.4745302935014512e-07 -6.6125505308415699e-07 -1.0149940466456033e-07 1.1382190351127976e-06 5.9920010227661657e-07 -1.4041889631330595e-06 6.887466199763683e-07 8.0755692571139155e-08 -9.013453443174058e-07 1.1444893182499529e-06 1.3150656145350668e-06 -1.1668192727214504e-06 -7.9531464821072943e-07 6.5914665765468306e-09 -7.366730499363199e-07 1.206420826011232e-06 -8.8543292701036656e-07 8.4473575346540514e-07 -1.656251042569628e-06 -2.7994192684628396e-07 -2.1920365811178316e-07 2.4283699799938902e-06 -1.2685170545547878e-06 1.375845286247568e-06
leaf_weight=24 21 20 30 21 27 24 33 27 39 24 24 21 23 35 22 24 33 27 29 2227 31 21 22 24 35 132 21 22 33 25
leaf_count=24 21 20 30 21 27 24 33 27 39 24 24 21 23 35 22 24 33 27 29 2227 31 21 22 24 35 132 21 22 33 25
internal_value=0 -3.88491e-09 -4.67056e-07 3.71553e-09 -7.7506e-10 -4.93689e-07 7.67489e-09 -2.94364e-09 3.12893e-09 3.70774e-07 -4.95825e-09 -1.00638e-08 -3.05975e-07 -5.68947e-07 1.85934e-09 -6.04003e-09 1.32323e-09 -9.02607e-09 2.8872e-09 -1.38252e-08 -3.03188e-07 -4.97932e-09 3.89985e-07 1.72638e-08 -1.55856e-08 -1.9987e-07 1.88996e-08 1.13537e-06 -2.33775e-07 -1.62815e-08
internal_weight=0 3097 50 3047 3026 51 2975 2954 2927 63 2864 2840 110 87 2730 2697 2675 2651 2624 2591 66 2562 67 46 2495 268 233 43 190 157
internal_count=3121 3097 50 3047 3026 51 2975 2954 2927 63 2864 2840 110 87 2730 2697 2675 2651 2624 2591 66 2562 67 46 2495 268 233 43 190 157
is_linear=0
shrinkage=0.1


Tree=8285
num_leaves=31
num_cat=0
split_feature=1429 1420 475 471 1429 475 157 156 157 52 157 1446 0 42 12 474 51 51 51 43 1455 159 160 3 156 13 13 1456 1447 1446
split_gain=6.79922e-10 1.35769e-09 1.41361e-09 2.19567e-09 1.32746e-09 1.15141e-09 1.78176e-09 1.5625e-09 1.47667e-09 1.83256e-09 1.23524e-09 1.22882e-09 3.55269e-09 2.67995e-09 2.10026e-09 1.32667e-09 1.16803e-09 7.87342e-09 4.37121e-09 3.00829e-09 7.55473e-09 2.29996e-09 3.86063e-09 2.84534e-09 1.32354e-09 1.34794e-09 2.17928e-09 1.24856e-09 6.31502e-09 9.28107e-09
threshold=0.12521000000000002 -0.086589999999999986 -0.50059999999999982 0.10338500000000002 0.11181500000000001 -0.24431999999999998 0.11933000000000001 -0.092624999999999985 0.088145000000000015 -0.10925999999999998 0.0092650000000000024 0.091725000000000015 -0.082619999999999985 0.087075000000000014 0.089300000000000004 -0.090834999999999985 -0.085734999999999992 -0.088764999999999983 -0.085164999999999977 -0.095049999999999982 -0.0084449999999999994 0.10545500000000001 -0.088079999999999978 0.084940000000000015 0.089470000000000008 -0.074519999999999989 0.0027400000000000007 0.085790000000000019 -0.086279999999999982 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7 10 -10 11 15 13 -13 -14 -9 17 19 -18 -17 -21 22 -22 24 25 -24 -27 -20 -29 -30
right_child=-2 2 3 -5 -6 6 -8 8 9 -11 -12 12 14 -15 -16 16 18 -19 27 20 21 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-8.0509085992595102e-07 5.8118445629418152e-07 8.3969199444311486e-07 -6.7810976537430182e-07 -1.0481149502084008e-06 8.1511516441423732e-07 -7.9259628444106055e-07 6.8375921095390666e-07 -7.3425083155598263e-07 -1.0185412040095065e-06 1.5955679385649051e-07 6.1935217507363469e-07 2.4673121740451361e-07 -7.8988224448802885e-07 1.8076011511683729e-06 3.5804244491275214e-07 -8.7791985006191462e-07 -1.4272178222282408e-06 1.9243570539136573e-06 3.3871263768547417e-09 2.0113221877693378e-06 1.2355174967218284e-06 -8.2012616772889519e-07 6.4308059271362646e-07 -1.0350545240866128e-06 8.2303346754418855e-07 -8.0462241904959759e-07 3.9111694392162193e-07 -1.8100661476261809e-06 -6.1789579928446718e-07 1.8661943884234506e-06
leaf_weight=21 20 20 25 20 20 25 38 25 31 23 33 22 28 22 37 32 22 24 2328 20 26 31 21 26 22 35 27 23 53 21
leaf_count=21 20 20 25 20 20 25 38 25 31 23 33 22 28 22 37 32 22 24 2328 20 26 31 21 26 22 35 27 23 53 21
internal_value=0 -3.75436e-09 1.7093e-09 -3.76772e-09 3.10299e-09 -2.27457e-09 3.36679e-09 -5.37684e-09 1.33547e-09 -5.16759e-07 1.10565e-08 4.00068e-09 3.33268e-07 1.02717e-06 -1.36448e-07 -9.11705e-09 -2.43009e-09 1.97407e-07 -2.399e-08 2.47122e-08 1.63579e-07 -3.29897e-08 1.22432e-07 -9.84856e-08 1.33427e-07 -4.93607e-08 -2.83897e-07 -1.12597e-08 -3.62783e-07 8.70487e-08
internal_weight=0 3101 3080 3060 3040 3020 2995 2957 2932 54 2878 2845 109 44 65 2736 2711 264 2447 240 208 188 157 131 105 83 62 2425 97 74
internal_count=3121 3101 3080 3060 3040 3020 2995 2957 2932 54 2878 2845 109 44 65 2736 2711 264 2447 240 208 188 157 131 105 83 62 2425 97 74
is_linear=0
shrinkage=0.1


Tree=8286
num_leaves=31
num_cat=0
split_feature=9 10 34 3 2 33 34 10 4 2 45 50 12 16 376 484 1453 159 481 15 1452 484 484 3 1447 481 4 403 48 48
split_gain=6.46655e-10 1.78227e-09 2.18322e-09 1.36807e-09 1.31514e-09 7.45948e-10 1.28445e-09 7.35875e-10 1.21413e-08 1.11672e-09 8.24433e-10 6.77882e-10 3.28146e-09 4.20014e-09 1.03545e-09 1.01882e-09 8.30111e-10 3.26056e-09 9.59123e-09 3.36015e-09 9.36146e-10 9.9748e-10 2.51407e-09 2.31438e-09 1.14671e-09 3.61652e-09 2.16975e-09 2.0267e-09 1.31773e-09 4.94537e-09
threshold=0.092410000000000006 0.053330000000000009 -0.028109999999999996 -0.014944999999999998 -0.090999999999999984 0.085305000000000006 -0.084564999999999987 -0.011559999999999999 0.053180000000000012 -1.0000000180025095e-35 0.094030000000000016 -0.16990499999999997 0.089625000000000024 0.51791000000000009 0.10727000000000002 -0.075319999999999984 -0.076539999999999983 -0.025879999999999997 -0.081539999999999987 -0.08730499999999998 0.094585000000000016 -0.24259999999999995 -0.22549499999999997 -0.084074999999999997 -0.086359999999999978 -0.081334999999999977 -0.0043399999999999992 -0.57146499999999989 0.086035000000000014 0.087555000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 -1 6 -6 8 -8 -9 11 12 -11 15 16 -14 17 -13 -19 -20 21 23 -23 -18 25 -24 -27 -26 -29 -30
right_child=3 2 -4 -5 5 -7 7 9 -10 10 -12 14 13 -15 -16 -17 20 18 19 -21 -22 22 24 -25 27 26 -28 28 29 -31
leaf_value=6.9767494155544064e-07 -1.1588116067943687e-07 -1.3730253732276088e-06 8.6850584466446897e-08 9.0479451226125694e-07 7.4550895302857738e-07 -5.5864554511231294e-07 -1.7174334514535872e-06 6.5514712970910374e-07 1.0372571589201131e-06 -1.0051299226061756e-06 -4.8555139520496073e-07 -1.1899652455278037e-06 1.6845348389844211e-07 1.3416682768880015e-06 6.6637970318102666e-07 -7.6025109921020987e-07 3.1739674063323442e-07 1.6965058176054981e-06 1.4910587424310508e-07 -1.6231828770129219e-06 5.5476090088379948e-07 1.0847023635175322e-06 1.167796906161932e-06 -9.0737229925252909e-07 -1.0040170087677326e-06 -7.7315107847442533e-07 5.8214301497000209e-07 3.9528523986364196e-08 -1.3735605257865714e-06 -5.6524071849125142e-08
leaf_weight=27 29 21 20 24 23 24 32 26 32 37 35 28 21 21 24 27 27 24 20 23 32 22 34 36 20 27 21 1998 31 355
leaf_count=27 29 21 20 24 23 24 32 26 32 37 35 28 21 21 24 27 27 24 20 23 32 22 34 36 20 27 21 1998 31 355
internal_value=0 -5.99242e-09 -6.60891e-07 3.46312e-07 2.87803e-09 -3.37515e-09 1.10284e-09 -4.69511e-09 -3.40088e-07 2.73485e-09 -3.18995e-09 2.77987e-09 -2.45321e-07 1.62113e-07 1.24414e-08 -3.53943e-07 6.62431e-09 -2.83726e-07 9.50008e-08 -7.98863e-07 1.7221e-08 1.05305e-08 2.04026e-08 -3.82471e-07 1.0984e-08 3.7872e-07 -1.8021e-07 -1.55939e-09 6.85049e-09 -1.62296e-07
internal_weight=0 3068 41 53 3027 3000 2976 2953 64 2889 2863 2828 106 69 2722 48 2698 95 67 43 2603 2571 2508 63 2486 82 48 2404 2384 386
internal_count=3121 3068 41 53 3027 3000 2976 2953 64 2889 2863 2828 106 69 2722 48 2698 95 67 43 2603 2571 2508 63 2486 82 48 2404 2384 386
is_linear=0
shrinkage=0.1


Tree=8287
num_leaves=31
num_cat=0
split_feature=1375 1 1375 1375 1375 1373 2 1375 0 11 39 12 48 150 1 1 3 1 4 49 13 0 51 51 52 2 16 1 1 13
split_gain=5.85218e-10 2.03243e-09 1.79995e-09 1.72537e-09 1.77719e-09 9.9044e-10 9.54602e-09 1.78985e-09 1.20335e-09 3.99575e-09 3.48659e-09 4.99196e-09 2.18331e-09 3.51253e-09 2.11405e-09 1.83635e-09 1.80747e-09 4.60789e-09 2.17973e-09 1.36107e-09 9.56371e-10 4.14073e-09 1.85325e-09 1.92947e-09 2.08826e-09 3.49477e-09 4.47866e-09 1.72063e-09 9.05347e-09 1.07572e-08
threshold=0.087820000000000023 0.089105000000000018 0.08456000000000001 0.083715000000000026 0.060690000000000008 1.0000000180025095e-35 0.087015000000000023 -0.42089999999999994 -0.14723999999999998 -0.072629999999999986 0.08512500000000002 -1.0000000180025095e-35 -0.072824999999999987 0.083095000000000016 0.11374000000000002 0.078340000000000007 0.10299500000000002 0.097115000000000021 -0.111605 0.055245000000000009 -0.13710499999999998 -0.14051499999999997 0.095375000000000015 -0.069724999999999995 0.10160000000000001 0.09678500000000001 -0.08453999999999999 0.085475000000000009 0.08801500000000001 -0.081659999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -7 -1 10 -10 11 -9 -13 15 -12 -14 17 18 -17 -18 21 -11 23 -23 25 -25 -27 -22 29 -29
right_child=1 -3 -4 -5 -6 6 -8 8 9 20 14 12 13 -15 -16 16 19 -19 -20 -21 27 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-8.5060509718459793e-07 2.2300737840639061e-07 -8.5643372422985288e-07 7.0947950818991658e-07 -7.440173528913596e-07 9.2257678586195526e-07 -8.1467474425759667e-07 1.9915076497961144e-06 1.7090854621907665e-06 -1.4299553521368582e-06 -1.5899818116338339e-06 -1.3945167358997423e-06 -5.4675134104881556e-07 8.6117077334587794e-07 1.3149403647124322e-06 5.9460106172082305e-08 -5.7912812539375242e-07 -5.6281996984623787e-08 -1.6270359003556226e-06 6.2246887006820216e-07 1.0963947136133357e-06 -6.0660359926560931e-08 6.6027548314195886e-07 5.9134411670125996e-07 1.5410656815487636e-07 4.8238170209168903e-07 -3.7071681257809057e-07 -2.2748132540159749e-06 -2.7154725830295475e-07 2.0966138096641114e-08 2.1957156669522415e-06
leaf_weight=25 37 33 36 31 21 27 22 24 20 20 20 34 28 30 20 26 21 20 36 20 1493 20 34 34 21 30 21 30 844 43
leaf_count=25 37 33 36 31 21 27 22 24 20 20 20 34 28 30 20 26 21 20 36 20 1493 20 34 34 21 30 21 30 844 43
internal_value=0 -2.85872e-07 6.5671e-09 -1.82589e-09 5.88455e-09 -6.12429e-10 4.45244e-07 -8.10967e-09 -8.19124e-10 -2.19202e-08 1.96578e-07 3.41198e-07 1.88503e-07 3.26618e-07 -6.67528e-07 1.30262e-07 -3.61236e-08 -3.07185e-07 1.18573e-07 5.05999e-07 -1.10473e-08 -2.33397e-07 -6.38233e-08 -2.40615e-07 -4.10594e-07 -6.31211e-07 -1.15476e-06 5.55969e-09 1.13375e-07 1.18177e-06
internal_weight=0 70 3051 3015 2984 2963 49 2914 2889 2610 279 239 215 181 40 151 123 82 62 41 2590 180 160 126 106 85 51 2410 917 73
internal_count=3121 70 3051 3015 2984 2963 49 2914 2889 2610 279 239 215 181 40 151 123 82 62 41 2590 180 160 126 106 85 51 2410 917 73
is_linear=0
shrinkage=0.1


Tree=8288
num_leaves=31
num_cat=0
split_feature=11 2 1 52 2 1425 157 11 472 9 10 11 43 130 10 16 0 10 4 15 50 132 130 50 50 16 16 50 4 51
split_gain=5.87537e-10 1.6436e-09 1.65449e-09 1.26599e-09 4.70491e-09 2.54688e-09 1.88502e-09 1.33745e-09 3.1774e-09 8.17208e-10 1.81027e-09 1.43891e-09 7.53485e-10 1.87135e-09 1.49392e-09 2.21967e-08 1.25303e-08 3.17116e-09 1.06963e-09 8.20548e-10 7.73131e-10 7.88208e-09 1.05733e-08 6.38965e-09 4.42368e-09 2.18984e-09 3.06801e-09 2.01649e-09 1.0916e-08 1.99344e-09
threshold=0.096215000000000009 0.11093500000000002 0.099195000000000019 -0.56022499999999986 0.10613000000000002 0.09198000000000002 -0.08577499999999999 0.088215000000000002 -0.097514999999999977 0.092890000000000014 0.053330000000000009 -1.0000000180025095e-35 -0.50775499999999985 -0.22699999999999995 -0.013164999999999998 -0.056919999999999991 -0.091794999999999988 -0.0091199999999999979 -0.085964999999999986 0.17980000000000004 0.090630000000000016 -0.083284999999999984 0.0029050000000000005 0.089915000000000009 0.092095000000000024 -0.088704999999999992 -0.076354999999999992 0.083090000000000011 -0.083439999999999986 0.11444000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 7 -1 8 -5 10 11 -10 18 -14 15 16 -15 -16 -13 20 23 -22 24 27 -23 29 -27 -19 -29 -26
right_child=1 -3 -4 5 -6 -7 -8 -9 9 -11 -12 12 13 14 17 -17 -18 19 -20 -21 21 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-5.9546194034717939e-07 5.4395385973293742e-08 -3.2376952699035677e-07 1.3406655936876177e-06 -1.2666561650576114e-06 -1.7241769768361338e-06 1.1283118442406705e-06 6.1679977005136109e-07 6.838973205398296e-07 7.566203407805006e-07 4.7839317904926511e-07 -7.0270461463137886e-07 8.2455384266757819e-07 -9.1067537755036385e-07 -2.5151166222972927e-06 -1.1384761153294677e-06 3.2992225990824409e-06 5.4321702776092398e-07 -3.8073638432769909e-08 -9.1552490090407455e-08 4.7407630445052619e-07 1.7006711640854928e-06 1.4952674725712065e-06 -2.0884158246921606e-06 -1.8171910244291213e-06 -7.5989481578275792e-07 8.4267587446364343e-07 1.1678806937345863e-08 -1.0068328691659191e-06 1.6982256153953911e-06 1.3956342399332948e-07
leaf_weight=23 20 26 20 20 20 20 29 28 25 35 37 26 23 21 25 20 37 2080 25 35 29 22 23 20 56 56 215 26 35 44
leaf_count=23 20 26 20 20 20 20 29 28 25 35 37 26 23 21 25 20 37 2080 25 35 29 22 23 20 56 56 215 26 35 44
internal_value=0 2.952e-07 6.9753e-07 -6.36896e-09 -4.20722e-07 3.63218e-09 8.06071e-08 -3.95931e-09 -1.05215e-08 -1.90307e-09 -7.74e-09 1.30456e-09 -5.39625e-09 -1.24164e-08 -4.88728e-09 4.26488e-07 -5.64111e-07 -1.75081e-08 3.75482e-07 -6.89694e-09 -1.33567e-08 1.06672e-07 -4.44761e-09 -3.80735e-08 1.17515e-07 3.58153e-08 1.83398e-07 -2.1454e-08 5.4525e-07 -3.64133e-07
internal_weight=0 66 40 3055 72 2983 52 2963 2935 2915 2880 2843 2818 2767 2744 78 58 2666 51 2641 2606 445 416 2161 393 371 271 2141 61 100
internal_count=3121 66 40 3055 72 2983 52 2963 2935 2915 2880 2843 2818 2767 2744 78 58 2666 51 2641 2606 445 416 2161 393 371 271 2141 61 100
is_linear=0
shrinkage=0.1


Tree=8289
num_leaves=31
num_cat=0
split_feature=132 132 50 1186 1203 131 133 132 12 1185 1185 3 129 52 41 33 0 13 0 49 130 4 403 132 12 13 4 157 2 11
split_gain=6.69256e-10 2.59154e-09 1.46424e-09 1.22826e-09 7.08015e-10 8.33322e-10 1.02621e-09 1.20468e-09 6.61641e-10 5.85784e-10 8.04893e-10 6.38017e-10 2.88697e-09 5.38438e-09 1.6908e-09 3.79771e-09 1.49622e-09 3.41445e-09 1.51551e-09 1.23935e-09 1.47977e-09 4.6996e-09 1.80578e-09 2.12572e-09 2.17426e-09 2.8698e-09 2.85095e-09 4.8088e-09 3.12027e-09 2.76311e-09
threshold=-0.083174999999999985 -0.050879999999999988 0.09227500000000001 -0.086839999999999987 0.088520000000000015 -0.076979999999999979 -0.37971999999999995 -0.095229999999999995 0.096645000000000009 0.093750000000000014 0.08777500000000002 -0.096544999999999978 0.085790000000000019 -0.010739999999999998 0.08690500000000001 -0.0066799999999999993 0.10455500000000001 -0.029529999999999997 0.051010000000000007 -0.079429999999999987 0.084580000000000016 -0.052259999999999994 0.084910000000000013 0.084605000000000014 0.086305000000000007 0.038215000000000006 -0.50052499999999989 -0.04831499999999999 0.10981000000000002 0.088065000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 8 -8 -7 10 11 12 19 -14 15 -13 18 -18 -17 -3 22 -22 23 24 25 -21 -26 -28 29 -29
right_child=1 9 -4 4 -6 6 7 -9 -10 -11 -12 14 13 -15 -16 16 17 -19 -20 20 21 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-7.8539275651088423e-07 9.879422111469939e-07 -5.2885425721645632e-07 -8.0482506485813869e-07 3.9834703047247899e-07 5.5456412362466587e-07 -1.813420317375858e-07 5.0456895355210924e-07 -3.018148454068317e-07 -9.9475500640266997e-07 -5.1038933344733035e-07 6.2442052794830541e-07 1.2417809718575277e-06 -2.074047805373474e-07 2.0852314395369831e-06 -8.5330959033550848e-07 -1.9717140819436808e-08 -1.5714401317978854e-06 1.5246030479240157e-07 7.6321310802995867e-07 2.1983653501441345e-07 -1.4099607028583705e-06 4.4648067709355625e-07 -7.3668875965419537e-07 9.1239000557134903e-07 1.0940169884916768e-06 -9.7803623696614118e-07 -1.0458724820386248e-06 3.6400680657256023e-07 1.2019335246925362e-06 -9.2654695781188184e-07
leaf_weight=21 27 36 31 32 22 20 32 44 20 22 21 24 21 20 24 2236 20 27 25 45 25 30 21 39 37 36 29 79 34 21
leaf_count=21 27 36 31 32 22 20 32 44 20 22 21 24 21 20 24 2236 20 27 25 45 25 30 21 39 37 36 29 79 34 21
internal_value=0 1.2807e-08 -1.67346e-07 -6.38813e-08 2.52466e-08 -5.34357e-08 -1.78065e-07 3.77152e-08 -5.88049e-07 3.63962e-09 7.60756e-09 3.02889e-09 1.09017e-07 9.10954e-07 -1.82497e-08 -9.65559e-09 -2.26688e-08 -5.81114e-07 -1.10602e-08 3.29071e-08 8.39763e-08 -3.97356e-07 1.61611e-07 2.20561e-07 1.24543e-07 -3.12551e-07 3.01566e-07 1.21684e-07 3.74364e-07 9.29905e-08
internal_weight=0 2899 222 191 170 148 116 76 40 2872 2850 2829 473 41 2356 2332 2308 47 2261 432 396 55 341 320 281 81 200 163 134 100
internal_count=3121 2899 222 191 170 148 116 76 40 2872 2850 2829 473 41 2356 2332 2308 47 2261 432 396 55 341 320 281 81 200 163 134 100
is_linear=0
shrinkage=0.1


Tree=8290
num_leaves=31
num_cat=0
split_feature=1429 1417 475 475 474 475 475 52 475 475 13 475 0 0 0 13 13 0 52 0 1455 1209 482 474 157 156 156 52 3 43
split_gain=5.91258e-10 1.30744e-09 1.04766e-09 1.77926e-09 1.46368e-09 1.39045e-09 1.44613e-09 9.64015e-10 1.73236e-09 1.11176e-09 7.57737e-09 3.3835e-09 7.49032e-10 6.58647e-09 5.78199e-09 2.93975e-09 8.10197e-09 4.88059e-09 1.16013e-08 9.72552e-09 3.92518e-09 4.06238e-09 2.61098e-09 2.80698e-09 5.78194e-09 6.71832e-09 3.09937e-09 2.97974e-09 7.42571e-09 2.31923e-09
threshold=0.12521000000000002 -0.080324999999999994 -0.50059999999999982 -0.24431999999999998 -0.14697499999999997 -0.10664 -0.091889999999999986 -0.56368999999999991 0.13528000000000004 -0.085719999999999977 -0.085804999999999979 -0.085024999999999989 -0.070889999999999995 -0.070154999999999981 -0.071719999999999992 -0.07743499999999999 -0.082574999999999982 -0.067094999999999988 0.090245000000000006 -0.068944999999999992 0.092240000000000016 0.11155000000000002 0.090355000000000005 0.091650000000000009 -0.0045449999999999996 0.092190000000000008 0.078780000000000003 0.060015000000000006 -0.053259999999999995 -0.036954999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 9 10 -9 -11 14 -14 -13 16 29 18 19 -17 21 22 23 24 25 -19 27 -26 -29 -15
right_child=-2 2 3 4 5 6 7 8 -10 11 -12 12 13 15 -16 17 -18 20 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-7.7165484526631198e-07 5.4197622830542972e-07 7.2340418633132231e-07 -7.822861048539224e-07 7.8258114086793287e-07 -8.1232781689826482e-07 8.5171395312499955e-07 -5.087220475505436e-07 1.8570352094486779e-06 9.3243176593205143e-07 -1.2752121749924431e-06 -4.31506144265698e-07 1.0900398362587297e-08 -1.8809600123859129e-06 -7.1715532040768947e-07 1.6404054512329162e-06 -6.0300836292393299e-07 2.0440920259545691e-06 -2.3925575985591272e-07 9.9124414987272758e-07 -3.4694327951001471e-06 1.3107864707048327e-06 1.301515340230708e-06 8.7631715087888513e-07 -1.3740128196104707e-06 2.8616937287472904e-08 2.2099276888877196e-06 -1.3762464132582864e-06 -9.5027794830720697e-08 -1.9109578685228002e-06 3.0532912871760161e-07
leaf_weight=22 20 20 29 24 21 20 37 23 20 21 39 2133 20 31 22 29 24 24 22 20 21 20 23 20 184 21 25 76 32 78
leaf_count=22 20 20 29 24 21 20 37 23 20 21 39 2133 20 31 22 29 24 24 22 20 21 20 23 20 184 21 25 76 32 78
internal_value=0 -3.49214e-09 1.99651e-09 -2.72011e-09 4.74108e-09 -1.46922e-09 4.23532e-09 -1.48124e-09 4.92857e-09 -1.45041e-09 4.17469e-07 -1.05765e-08 -1.17572e-09 -9.35237e-08 2.75357e-08 -3.85256e-08 3.80767e-07 -1.4639e-07 -9.16458e-07 -1.77298e-06 -2.38009e-08 -8.97452e-08 -1.58449e-07 -2.20752e-07 -1.57036e-07 9.03697e-07 -3.07613e-07 -2.16121e-07 -6.33081e-07 1.45308e-08
internal_weight=0 3101 3079 3059 3030 3006 2985 2965 2928 2908 62 2846 2825 670 2155 650 133 517 71 49 446 425 405 382 362 45 317 292 108 109
internal_count=3121 3101 3079 3059 3030 3006 2985 2965 2928 2908 62 2846 2825 670 2155 650 133 517 71 49 446 425 405 382 362 45 317 292 108 109
is_linear=0
shrinkage=0.1


Tree=8291
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 1212 3 1212 1212 401 158 158 483 159 1 484 2 121 484 154 157 1420 13 13 3 13 49 1 1 133 4
split_gain=6.44702e-10 7.02007e-10 6.65748e-10 1.42449e-09 1.07437e-09 1.33524e-09 1.15824e-09 5.51276e-09 4.8372e-09 6.54667e-10 7.08842e-10 7.42153e-10 2.91103e-09 2.88831e-09 2.24335e-09 5.01685e-09 2.15937e-09 1.56859e-09 1.38712e-09 1.69469e-09 9.72268e-10 8.89747e-10 6.06576e-09 4.74815e-09 1.94087e-09 3.79053e-09 2.15901e-09 4.24978e-09 1.89665e-09 2.64582e-09
threshold=0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.094304999999999986 -0.41956999999999994 -0.078934999999999991 -0.092474999999999988 -0.088189999999999991 0.092675000000000021 -0.47382999999999992 -0.4686749999999999 0.10143000000000001 0.0089800000000000019 0.16540500000000002 -0.053834999999999994 0.10327000000000001 -0.094339999999999993 0.12441000000000001 0.084190000000000001 0.63604500000000008 -0.086449999999999985 -0.088854999999999976 -0.090799999999999978 -0.080104999999999996 -0.097224999999999992 -0.053364999999999996 0.084525000000000003 0.093700000000000019 -0.054584999999999995 0.0045450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 -8 -6 -9 -11 13 14 16 15 -13 -12 -16 19 20 -18 22 24 -24 26 -26 28 -28 29 -22
right_child=-2 -3 -4 4 6 -7 7 9 -10 10 11 12 -14 -15 17 -17 18 -19 -20 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=8.452914062218043e-07 -5.6593596809761958e-07 5.2108631556699527e-07 -4.4746359004889345e-07 1.2756036085193047e-08 -2.4663301871896693e-07 -1.0688750221344803e-06 -1.545331257029434e-06 -4.9053194020897397e-07 1.5491402342249217e-06 5.2349207456464444e-07 -9.3468005590106411e-07 -1.7270415358439097e-06 -1.3355865768005516e-06 1.0894671145251778e-06 8.6869019786384174e-07 3.6258023720216042e-07 6.6615819615316987e-07 -2.0077954812810127e-07 8.4779789176536736e-07 -9.0517301487125235e-07 -7.3470711947720706e-07 -1.3346975066062759e-08 2.3876975262737688e-06 3.3823780825059658e-07 -1.5665651154622972e-06 -3.7222093371229666e-08 -1.4545287277201168e-06 9.0013662412816389e-08 7.7029517133029776e-07 8.0841990325097877e-07
leaf_weight=20 20 26 33 25 40 21 23 26 24 27 24 20 20 25 32 27 23 24 20 20 25 2159 20 26 21 71 20 163 76 20
leaf_count=20 20 26 33 25 40 21 23 26 24 27 24 20 20 25 32 27 23 24 20 20 25 2159 20 26 21 71 20 163 76 20
internal_value=0 3.65151e-09 -7.23547e-10 4.12275e-09 -1.44422e-09 -4.81032e-07 5.96876e-09 -3.27988e-09 4.26782e-07 8.99675e-09 1.35332e-08 8.67812e-09 -2.31573e-07 1.95705e-08 -1.72018e-08 -5.26621e-07 9.61979e-09 4.10346e-07 1.8127e-08 1.18511e-08 1.88406e-08 1.31166e-08 1.42381e-07 1.22931e-06 1.61216e-08 -3.86311e-07 1.37911e-07 -7.87888e-08 4.65646e-07 -4.88729e-08
internal_weight=0 3101 3075 3042 3022 46 2976 2912 64 2889 2863 2836 123 2713 103 47 2688 56 2664 2644 2624 2601 442 46 396 92 304 183 121 45
internal_count=3121 3101 3075 3042 3022 46 2976 2912 64 2889 2863 2836 123 2713 103 47 2688 56 2664 2644 2624 2601 442 46 396 92 304 183 121 45
is_linear=0
shrinkage=0.1


Tree=8292
num_leaves=31
num_cat=0
split_feature=1426 157 472 1429 471 156 1428 1446 131 1447 52 52 1446 1447 1447 1446 481 133 403 403 1210 3 1210 1447 480 160 159 1208 403 403
split_gain=6.11307e-10 4.24537e-09 8.68891e-10 8.18642e-10 1.38509e-09 7.48191e-10 9.92291e-10 7.29233e-10 3.32584e-09 1.74288e-09 2.34321e-09 2.41025e-09 8.6248e-10 3.05659e-09 4.96704e-09 4.6812e-09 2.54103e-09 4.96677e-09 2.01138e-09 1.55558e-09 1.4422e-09 9.2168e-09 1.28617e-09 1.22619e-09 2.91719e-09 2.08607e-09 1.11025e-09 9.73166e-10 2.12314e-09 9.91537e-10
threshold=-0.061919999999999996 -0.0048549999999999991 -0.15279499999999999 0.12387000000000002 0.10277000000000001 -0.092624999999999985 0.087445000000000009 0.091725000000000015 0.077860000000000013 -0.082229999999999984 0.0046550000000000003 0.070205000000000017 0.085345000000000018 -0.086424999999999988 -0.088199999999999987 0.083530000000000007 -0.081539999999999987 -0.0084449999999999994 -0.55327499999999985 -0.54856499999999986 -0.13847499999999999 -0.082284999999999983 -0.090569999999999998 -0.081174999999999983 0.11387000000000001 -0.53908999999999996 0.15326500000000001 0.11846000000000001 -0.53255499999999989 -0.52445499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 7 12 9 -9 -11 -12 13 14 -7 18 17 -14 -15 -20 21 -21 -22 -24 25 -25 27 28 -27 -30
right_child=2 -3 3 -5 -6 6 -8 8 -10 10 11 -13 16 15 -16 -17 -18 -19 19 20 22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=5.0145239140812046e-07 6.6290072339825204e-07 -1.2583078543570991e-06 -4.6619355411875777e-07 -6.0618549107196244e-07 7.9661031432723653e-07 -6.8346676990976058e-08 6.5987105489531812e-07 6.3392072646635187e-07 1.24257481096252e-06 5.4172920348113016e-07 -1.5132700739394795e-06 -1.5503640456286536e-08 1.1816324738826248e-06 9.5104377635379937e-07 1.9950163004978095e-06 -1.4040499884515612e-06 -1.0476665086263247e-06 -6.7555564018877904e-07 -8.4647240534898395e-07 2.1739596623149284e-06 -7.7342465271034273e-07 -6.5835896678992062e-07 -7.8546032767690131e-07 -7.6561133152747775e-07 1.0978875336853378e-06 -1.0368495264856392e-06 7.4318293172837004e-07 6.7290599461211109e-07 6.660107518738104e-07 -8.4141835056029566e-09
leaf_weight=29 20 26 34 22 22 28 23 27 26 21 21 22 24 22 20 24 31 36 22 20 22 27 20 36 24 20 20 21 22 2389
leaf_count=29 20 26 34 22 22 28 23 27 26 21 21 22 24 22 20 24 31 36 22 20 22 27 20 36 24 20 20 21 22 2389
internal_value=0 -3.30434e-07 5.92935e-09 1.61568e-09 6.03751e-09 2.43842e-10 5.58713e-09 4.77271e-10 2.45123e-07 -3.98635e-08 -3.24116e-07 -7.46971e-07 -9.6442e-09 4.25532e-10 7.91388e-07 -1.36935e-08 -3.12511e-07 6.73196e-08 -1.17251e-09 -9.09864e-09 -2.06994e-09 5.46883e-07 -1.20936e-08 -5.53036e-09 6.30229e-10 -9.86984e-09 1.1361e-09 -4.91648e-09 -1.07718e-08 -2.26016e-09
internal_weight=0 55 3066 3046 3024 3002 2968 2945 117 91 64 43 2828 2737 48 2689 91 60 2665 2643 2621 47 2574 2552 2532 2508 2472 2452 2431 2411
internal_count=3121 55 3066 3046 3024 3002 2968 2945 117 91 64 43 2828 2737 48 2689 91 60 2665 2643 2621 47 2574 2552 2532 2508 2472 2452 2431 2411
is_linear=0
shrinkage=0.1


Tree=8293
num_leaves=31
num_cat=0
split_feature=1208 40 130 42 483 158 42 158 1453 12 4 1429 156 1447 12 483 133 403 403 16 1210 401 1212 1212 1210 1210 1209 130 1209 403
split_gain=6.07853e-10 5.84519e-10 1.74015e-09 1.00144e-09 1.01506e-09 1.18065e-09 1.28473e-09 7.93388e-10 1.411e-09 2.49998e-09 2.61621e-09 8.83662e-10 1.87581e-09 8.51135e-10 4.75965e-09 5.47662e-09 5.7706e-09 2.39922e-09 1.82169e-09 5.19275e-09 2.17419e-09 1.24046e-09 9.06786e-10 2.47071e-09 3.04769e-09 1.32345e-09 5.81041e-09 3.3844e-09 4.27638e-09 6.35455e-09
threshold=0.12461500000000002 -0.24620999999999996 -0.22699999999999995 0.15021500000000002 -0.47181499999999993 0.12212000000000002 0.094010000000000024 0.11533 -0.076539999999999983 0.083715000000000026 -0.012509999999999999 -0.23752499999999996 0.32523500000000005 -0.085684999999999997 0.083985000000000018 0.087440000000000004 0.085265000000000021 -0.55276999999999987 -0.5335399999999999 -0.078464999999999993 -0.3960249999999999 0.13571500000000003 -0.094469999999999985 -0.089079999999999979 -0.090569999999999998 -0.00092999999999999995 0.082105000000000011 0.08610000000000001 0.085415000000000005 -0.085164999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 8 9 -6 -11 -10 13 14 -13 16 -16 -15 19 -19 -20 22 -22 -24 -25 27 -27 28 -26 -30
right_child=-2 2 3 -5 5 6 -8 -9 11 10 -12 12 -14 17 15 -17 -18 18 20 -21 21 -23 23 24 25 26 -28 -29 29 -31
leaf_value=5.424157802735863e-07 -5.4951854622231622e-07 -8.8613555145787941e-07 5.7943131272016519e-07 5.7191144558219686e-07 -1.1559764814215858e-06 -4.4365970207029304e-08 -1.1104291172614467e-06 5.2315488491770118e-07 -6.5224002867125817e-07 5.2712185897184504e-07 -7.6170957693680728e-07 1.2832289485231742e-06 9.7982728163970034e-07 -9.4102357942810396e-07 2.0597094915376969e-07 1.2526843240578957e-06 -1.8845881472968715e-06 1.5980641019268661e-06 -1.0430988854182033e-06 -5.6375806366304461e-07 -3.0968123912306737e-07 7.1914771524461687e-07 1.1153534282470901e-06 -1.0379564360261742e-06 -1.1542224559558567e-07 8.2925596796003187e-09 -1.7036655327729025e-06 -5.0157638788056602e-07 2.3847114559885086e-06 2.2600755414714513e-07
leaf_weight=20 20 22 30 31 29 26 20 29 20 36 28 33 20 27 31 20 23 25 20 20 93 24 20 28 44 2270 20 37 25 30
leaf_count=20 20 22 30 31 29 26 20 29 20 36 28 33 20 27 31 20 23 25 20 20 93 24 20 28 44 2270 20 37 25 30
internal_value=0 3.55172e-09 5.37419e-11 6.42712e-09 6.37816e-10 -5.15398e-09 -5.07872e-07 2.6797e-09 -2.4841e-09 -3.85751e-07 -3.67419e-08 1.01109e-08 1.48251e-08 7.90754e-09 2.84484e-07 -1.60902e-07 -6.84452e-07 -3.12254e-09 6.41184e-09 6.37254e-07 -4.46059e-09 3.55669e-09 -3.13368e-09 8.38973e-09 -6.31977e-10 1.13404e-08 -6.65904e-09 3.1442e-07 6.19388e-07 1.20724e-06
internal_weight=0 3101 3081 3059 3028 2998 46 2952 2923 93 64 2830 2810 2790 107 74 54 2683 2656 45 2611 2591 2567 2474 2454 2426 2290 136 99 55
internal_count=3121 3101 3081 3059 3028 2998 46 2952 2923 93 64 2830 2810 2790 107 74 54 2683 2656 45 2611 2591 2567 2474 2454 2426 2290 136 99 55
is_linear=0
shrinkage=0.1


Tree=8294
num_leaves=31
num_cat=0
split_feature=156 472 1429 1429 154 474 1419 42 42 43 43 133 43 3 12 13 12 12 40 4 3 1455 43 1455 471 2 156 147 13 2
split_gain=5.99394e-10 1.16188e-09 6.58733e-10 9.83798e-10 1.01243e-09 9.43636e-10 1.02998e-09 6.50293e-10 7.44948e-10 5.97877e-09 1.40278e-09 1.7016e-09 1.29509e-09 1.29318e-09 9.411e-10 3.58335e-09 4.16163e-09 1.79061e-09 9.22667e-10 8.94409e-10 3.02049e-09 1.04957e-09 4.20548e-09 2.87059e-09 9.99564e-10 2.8523e-09 1.25181e-09 8.79863e-10 8.96601e-10 2.35773e-09
threshold=0.3248100000000001 -0.097514999999999977 0.12387000000000002 0.11475 0.085530000000000009 -0.24402999999999997 0.091465000000000005 -0.23108499999999998 -0.16797499999999996 -0.095049999999999982 -0.50775499999999985 0.039215000000000007 -0.25681499999999996 -0.11171999999999999 0.12757000000000002 0.11217000000000001 0.085885000000000017 0.14472000000000004 -0.24134999999999998 -0.50940999999999981 -0.020429999999999997 -0.097209999999999977 -0.069134999999999988 -0.089344999999999994 0.086110000000000006 0.087505000000000013 -0.0011799999999999998 0.10735000000000001 0.061215000000000012 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 9 -9 11 -10 13 -12 15 19 -17 -16 -19 20 -14 22 -21 -23 26 -26 -25 28 -28 -30
right_child=-2 2 -4 -5 -6 6 -8 8 10 -11 12 -13 14 -15 17 16 -18 18 -20 21 -22 23 -24 24 25 -27 27 -29 29 -31
leaf_value=7.6350734886432296e-07 -5.0860981831568137e-07 -6.9115006027686833e-07 -5.4639622365212668e-07 7.0182270690111186e-07 7.0730171671584688e-07 4.2664066863077707e-07 -5.5755849144368385e-07 -1.568443110500084e-06 1.6648599312332037e-08 6.2560035724311975e-07 -8.5733444068734715e-07 1.2168609958150359e-06 -1.1891104236383399e-06 -2.5004822692409333e-08 -1.076748871444421e-06 7.2993142802496785e-08 1.9761910442639422e-06 -4.9523724059823017e-07 3.7016322817099275e-07 3.6079508335216904e-07 2.5207838820223874e-07 1.1845666557790191e-06 -1.3824198067595717e-06 -7.3225306234393355e-07 1.3648939886934388e-06 -2.5208121054257994e-07 2.7204089396090346e-08 -6.5156587083947678e-07 -9.7074651750283407e-07 5.9393782315871304e-08
leaf_weight=20 23 20 22 20 20 36 33 23 27 27 35 21 26 40 23 27 20 22 28 31 33 21 25 23 20 24 2310 20 33 68
leaf_count=20 23 20 22 20 20 36 33 23 27 27 35 21 26 40 23 27 20 22 28 31 33 21 25 23 20 24 2310 20 33 68
internal_value=0 3.77766e-09 -1.15886e-09 2.76628e-09 -1.83884e-09 -6.54136e-09 -1.97121e-09 4.21657e-09 -9.78946e-10 -3.8366e-07 5.67174e-09 5.41742e-07 -3.42382e-09 -4.13425e-07 7.7418e-09 1.73878e-08 8.82865e-07 -3.46519e-07 -1.0613e-08 1.94463e-09 -3.83022e-07 1.07652e-08 -4.17426e-07 2.02844e-08 1.04965e-08 4.82908e-07 2.02626e-09 8.97337e-09 1.44528e-08 -2.77187e-07
internal_weight=0 3098 3078 3056 3036 3016 2996 2963 2927 50 2877 48 2829 75 2754 2681 47 73 50 2634 59 2575 56 2519 2498 44 2454 2431 2411 101
internal_count=3121 3098 3078 3056 3036 3016 2996 2963 2927 50 2877 48 2829 75 2754 2681 47 73 50 2634 59 2575 56 2519 2498 44 2454 2431 2411 101
is_linear=0
shrinkage=0.1


Tree=8295
num_leaves=31
num_cat=0
split_feature=1429 1420 1429 156 474 153 158 45 97 374 120 482 160 0 1455 482 42 11 33 482 1 15 9 15 474 474 159 1429 157 1447
split_gain=6.73308e-10 1.32022e-09 9.31204e-10 1.20887e-09 1.44172e-09 1.37097e-09 1.05328e-09 7.69442e-10 1.3802e-09 1.20034e-09 1.09925e-09 1.54329e-09 4.356e-09 3.52296e-09 2.98166e-09 2.39634e-09 4.47149e-09 1.40089e-09 1.50098e-09 1.44664e-09 1.08878e-09 5.4691e-09 2.52838e-09 1.20088e-09 8.66791e-10 4.17203e-09 3.28034e-09 1.64218e-09 1.52525e-09 1.45485e-09
threshold=0.12521000000000002 -0.086589999999999986 0.11475 0.3248100000000001 0.11147000000000001 1.0000000180025095e-35 -0.47382999999999992 0.10041000000000001 -0.086464999999999986 0.08987500000000001 0.090440000000000006 0.097415000000000015 -0.072114999999999985 -0.081204999999999986 -0.088874999999999982 0.089605000000000018 0.084755000000000011 -0.011194999999999998 -0.009184999999999997 0.086210000000000023 0.13686500000000004 -0.43375999999999998 0.089995000000000006 -0.13843999999999998 0.090685000000000016 0.089130000000000015 0.10333000000000002 0.087865000000000013 -0.081579999999999986 -0.12995499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -8 10 11 15 13 -13 -14 17 -17 -10 -19 20 22 -22 24 -23 25 27 28 29 -26 -20
right_child=-2 2 -4 -5 -6 -7 7 -9 9 -11 -12 12 14 -15 -16 16 -18 18 19 -21 21 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-7.9394308592045932e-07 5.7834677917867345e-07 -6.5876265864517336e-07 6.0947823931201136e-07 -7.7823211242389334e-07 6.3084959581121645e-07 -6.7839288538114795e-07 -8.2638529972811627e-07 5.3778302828875355e-07 7.993299747836732e-07 6.2611978452672882e-07 -7.3826994650971756e-07 2.5362738092837845e-07 -1.1157443495673783e-06 2.1305833317342151e-06 4.3787261650625926e-07 1.2386747940766968e-07 -1.8489098329155243e-06 -7.4375038989442318e-07 8.5299875493660706e-07 7.7849313413480563e-07 -1.8019577328232119e-06 5.3733048126503042e-07 8.428397936515669e-07 -2.9188786538014716e-07 7.6352182595940134e-07 1.3486325305284877e-06 -1.4245363701093084e-06 -8.2764798795172593e-07 -4.4309193444033474e-07 -3.4698731348894284e-09
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internal_value=0 -3.74017e-09 1.64758e-09 -3.32648e-09 1.77998e-09 -5.77137e-09 1.02507e-09 6.40195e-09 1.48513e-09 7.19852e-09 5.0631e-10 5.69617e-09 4.10876e-07 1.19211e-06 -2.01852e-07 -7.68243e-09 -7.15612e-07 4.59985e-09 -1.90706e-09 5.62293e-09 -1.41382e-09 -3.4129e-07 1.07389e-08 7.01652e-08 -1.20033e-09 8.15557e-09 -3.70457e-07 -4.56348e-09 1.31486e-07 3.66737e-09
internal_weight=0 3101 3080 3055 3035 2999 2969 2945 2918 2898 2867 2847 91 40 51 2756 47 2709 2687 2660 2636 91 2545 71 2509 2447 62 2424 42 2400
internal_count=3121 3101 3080 3055 3035 2999 2969 2945 2918 2898 2867 2847 91 40 51 2756 47 2709 2687 2660 2636 91 2545 71 2509 2447 62 2424 42 2400
is_linear=0
shrinkage=0.1


Tree=8296
num_leaves=31
num_cat=0
split_feature=130 1 9 46 45 474 1429 153 3 474 474 3 48 1375 51 160 160 3 2 1 2 2 15 1 10 39 9 3 41 12
split_gain=5.58194e-10 1.13605e-09 6.38694e-10 6.96636e-10 2.58969e-09 8.83713e-10 1.37709e-09 1.40397e-09 7.46118e-10 2.76566e-09 3.31694e-09 2.45863e-09 1.84399e-09 2.72914e-09 1.95812e-09 5.00391e-09 2.25124e-09 1.75564e-09 2.08306e-09 8.17274e-09 4.14795e-09 3.224e-09 1.21592e-09 1.03525e-09 1.92554e-09 3.14373e-09 3.02411e-09 1.98767e-09 1.5933e-09 3.6189e-09
threshold=-0.23123999999999997 0.16540500000000002 -0.092939999999999981 0.10253500000000002 0.084355000000000013 0.11454000000000002 0.11475 0.082840000000000011 0.0051600000000000005 0.091650000000000009 0.088010000000000019 1.0000000180025095e-35 0.12879500000000002 -0.043984999999999989 0.092545000000000016 0.05259500000000001 0.088405000000000011 0.083060000000000009 0.10644500000000001 0.10937500000000001 0.097605000000000011 0.14445500000000003 -0.008624999999999999 0.13743000000000002 0.0036750000000000007 0.0046100000000000004 0.088235000000000022 -0.0037349999999999996 0.086565000000000017 0.08486500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 11 10 12 23 13 -10 16 -16 17 -15 20 -20 22 -21 -19 24 26 -26 27 28 -4 -30
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 -12 -13 -14 14 15 -17 -18 18 19 21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=4.9081492376068996e-07 5.6529366020185991e-07 -6.4947572024333637e-07 -2.4424627822980443e-08 -5.073608871565806e-07 1.1369956347095922e-06 -4.776169635151862e-07 6.3427912045747643e-07 -7.5200729304469861e-07 1.1280313202632898e-06 -1.017950299910808e-06 1.441966084030355e-06 -9.5137305698196032e-07 -6.7597839816884253e-07 8.1169809602599234e-07 2.2246162197140023e-07 -1.7068956155696923e-06 1.1884209773039733e-06 -1.5710148519014803e-07 1.6668522316502923e-06 -1.1102957521253692e-06 -1.1907867598010319e-06 5.2881010733905167e-07 6.951716959345224e-07 -5.073642933816368e-07 1.4338405757522803e-06 -2.022297923323767e-07 -1.1542525569389593e-06 9.0339198788313979e-07 1.5951099484823318e-06 -6.6753999979147548e-08
leaf_weight=23 20 27 2288 27 20 39 34 25 28 20 20 28 27 32 41 20 22 47 31 28 34 21 26 41 24 23 23 24 20 38
leaf_count=23 20 27 2288 27 20 39 34 25 28 20 20 28 27 32 41 20 22 47 31 28 34 21 26 41 24 23 23 24 20 38
internal_value=0 -3.64912e-09 2.02894e-09 -1.66339e-09 2.85177e-09 -4.69912e-09 1.52138e-09 -5.81869e-09 6.00685e-10 1.27984e-07 1.88776e-07 -1.95552e-08 1.18569e-07 1.83578e-07 9.60123e-08 -4.10115e-07 2.24119e-07 1.27249e-07 1.01235e-08 3.96114e-07 -2.78468e-07 -4.07822e-07 1.46448e-07 -9.03888e-09 -6.65375e-10 6.3321e-07 -1.31151e-08 -2.04076e-09 -1.13035e-08 5.06303e-07
internal_weight=0 3098 3071 3051 3024 3004 2965 2931 2906 397 377 2509 357 330 302 61 241 219 187 80 107 49 73 2481 2440 47 2393 2370 2346 58
internal_count=3121 3098 3071 3051 3024 3004 2965 2931 2906 397 377 2509 357 330 302 61 241 219 187 80 107 49 73 2481 2440 47 2393 2370 2346 58
is_linear=0
shrinkage=0.1


Tree=8297
num_leaves=31
num_cat=0
split_feature=124 15 46 45 1426 157 47 47 47 47 1428 34 1452 1453 481 1452 158 0 13 1447 12 159 1447 1446 480 480 484 157 484 484
split_gain=5.48117e-10 1.32487e-09 7.20301e-10 2.57692e-09 7.51846e-10 2.70236e-09 7.25945e-10 8.19201e-09 5.95733e-09 9.68948e-10 9.58889e-10 8.58331e-10 8.20237e-10 1.0364e-09 3.26551e-09 5.53846e-09 1.23762e-09 2.67549e-09 4.70589e-09 9.29767e-10 4.73327e-09 5.18583e-09 2.34829e-09 4.06591e-09 2.23671e-09 1.63232e-09 1.51631e-09 4.01366e-09 3.66262e-09 2.70371e-09
threshold=-0.087984999999999994 -0.10091499999999999 0.10253500000000002 0.084355000000000013 -0.061919999999999996 -0.0048549999999999991 0.094460000000000002 0.091680000000000011 0.096770000000000009 0.089640000000000011 0.092095000000000024 -0.10561499999999999 0.11396500000000002 -0.07303999999999998 -0.081539999999999987 0.088500000000000009 0.11245500000000001 -0.082394999999999982 -0.06884499999999999 -0.085684999999999997 0.083985000000000018 -0.092414999999999983 -0.081174999999999983 0.086940000000000003 0.11471500000000003 0.10344000000000002 -0.085034999999999986 -0.071119999999999989 -0.066214999999999982 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 9 -8 10 11 -6 13 14 -13 -16 19 -18 -19 20 -15 -22 23 -21 25 26 27 -24 -28 -30
right_child=2 -3 -4 -5 6 -7 8 -9 -10 -11 -12 12 -14 16 15 -17 17 18 -20 22 21 -23 24 -25 -26 -27 28 -29 29 -31
leaf_value=-1.408194357960863e-07 3.1789680021545426e-07 7.3639012332237006e-07 -5.303966856418951e-07 1.1021016099394252e-06 -5.8624286202757499e-07 -1.1104746341481167e-06 -1.8194670064985986e-06 1.9804087740128906e-06 -2.7181461604743843e-08 -6.9588461400371674e-07 6.1916736808598214e-07 5.0409485873438429e-07 5.2237489474767551e-07 1.4439726789482342e-06 -1.9385301394928926e-06 2.3304009626757681e-07 -1.3850570795170826e-06 1.1143047921163566e-06 -8.8164573315697028e-07 -1.7757648379301828e-06 8.0420124931841254e-07 -9.841202448094865e-07 -6.5808744693640624e-07 -6.0613802121667036e-09 1.0501153819101698e-06 -7.9026634665524391e-07 -1.1115661438593791e-06 7.9145246852066174e-07 9.4696776436135659e-07 6.0737449399768317e-09
leaf_weight=36 27 33 26 21 25 26 20 21 255 20 25 27 30 27 24 23 20 21 27 20 31 34 26 37 21 25 29 72 31 2061
leaf_count=36 27 33 26 21 25 26 20 21 255 20 25 27 30 27 24 23 20 21 27 20 31 34 26 37 21 25 29 72 31 2061
internal_value=0 2.78716e-07 -6.29869e-09 -1.79553e-09 -9.50996e-09 -3.82814e-07 -2.80769e-09 1.30864e-08 -1.5753e-07 -2.46847e-09 2.79265e-09 -3.10906e-09 2.52835e-09 -3.57313e-09 -3.72355e-07 -8.75847e-07 7.42196e-09 -4.13311e-07 -8.41738e-09 1.92736e-08 3.31059e-07 -1.31228e-07 6.92036e-09 -6.2701e-07 2.28736e-08 1.32603e-08 2.23131e-08 4.06881e-07 4.54435e-09 2.00162e-08
internal_weight=0 69 3052 3026 3005 53 2952 2677 275 2656 2636 2611 2586 2556 74 47 2482 68 48 2414 92 65 2322 57 2265 2244 2219 98 2121 2092
internal_count=3121 69 3052 3026 3005 53 2952 2677 275 2656 2636 2611 2586 2556 74 47 2482 68 48 2414 92 65 2322 57 2265 2244 2219 98 2121 2092
is_linear=0
shrinkage=0.1


Tree=8298
num_leaves=31
num_cat=0
split_feature=1211 403 1212 402 1213 1210 1186 133 132 394 1211 50 132 394 42 394 394 401 12 12 12 482 484 128 4 157 480 15 13 15
split_gain=5.33753e-10 2.0601e-09 9.21474e-10 1.06465e-09 2.85529e-09 1.71745e-09 7.50402e-10 3.45814e-09 1.77181e-09 2.29215e-08 2.06464e-08 1.80647e-09 1.43623e-09 1.04713e-09 1.17355e-09 8.18276e-10 2.20739e-09 9.20353e-10 9.82995e-10 6.33694e-09 5.05807e-09 3.0607e-09 4.79046e-09 2.47798e-09 1.86447e-09 2.21171e-09 3.31746e-09 1.51389e-09 3.21593e-09 2.27883e-09
threshold=0.11716500000000001 0.022375000000000003 0.13631000000000001 -0.45454999999999995 0.0036000000000000003 0.26755500000000004 0.057025000000000006 -0.022174999999999997 -0.083284999999999984 0.0041850000000000004 0.10636500000000002 0.09227500000000001 -0.037359999999999997 -0.09095499999999998 -0.025789999999999997 -0.11103499999999998 -0.088774999999999979 -0.099524999999999988 0.096395000000000022 0.095780000000000018 0.096830000000000013 0.098465000000000011 0.073690000000000019 0.10670500000000001 -0.49405499999999997 -0.06482499999999998 0.10077000000000001 -0.052074999999999989 -0.055129999999999992 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 8 13 9 11 12 -5 -10 -8 -15 -14 -17 -18 19 23 -20 22 24 -19 -22 -26 27 -27 -29 -30
right_child=1 -3 -4 5 -6 -7 7 -9 10 -11 -12 -13 15 14 -16 16 17 18 20 -21 21 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=1.0236009894938572e-06 8.1969222893718556e-07 -4.5497577657118067e-07 -6.3602443906743055e-07 7.0330683648852474e-08 -4.4714756561668105e-07 -9.0985574085304204e-07 7.3697099566061309e-07 -1.1131168074977418e-06 8.1467376844557293e-07 3.5059324529029822e-06 -3.2150408119591137e-06 -8.1731304006822297e-07 6.1061932554325309e-07 2.5410178331026837e-07 -7.1666744432263847e-07 -1.0483466569155554e-06 -5.8567296259927679e-07 -3.7562015776050275e-09 1.6266830313456511e-06 -1.313018117343745e-06 -8.2749360019632783e-07 -1.1056307433439846e-06 1.5024206039271348e-06 1.0880375027357202e-06 1.0725498712686618e-06 -1.06583660807325e-07 -1.0039309239167388e-06 1.1346787666811089e-06 6.3703358380428696e-07 -2.6402273410515895e-07
leaf_weight=33 32 21 23 152 22 21 20 33 22 20 20 27 22 33 20 20 26 2061 22 37 23 21 24 21 22 138 28 39 46 72
leaf_count=33 32 21 23 152 22 21 20 33 22 20 20 27 22 33 20 20 26 2061 22 37 23 21 24 21 22 138 28 39 46 72
internal_value=0 3.14635e-07 -5.43961e-09 -6.76575e-10 4.35302e-07 -8.69624e-09 -2.32226e-09 -2.63598e-07 7.35125e-09 2.95183e-07 -1.41497e-08 -6.35597e-08 1.00628e-08 1.20431e-07 -1.12226e-07 3.31166e-09 -1.8271e-09 6.28546e-09 1.23117e-08 -1.57973e-08 1.49238e-07 7.0536e-08 1.33545e-07 7.25613e-09 4.42704e-08 1.02388e-07 3.63089e-08 1.35044e-07 3.47429e-07 8.72365e-08
internal_weight=0 53 3068 3045 55 2990 2969 106 2863 199 2664 179 2644 73 53 2622 2600 2580 2554 2119 435 413 392 2082 368 345 323 295 157 118
internal_count=3121 53 3068 3045 55 2990 2969 106 2863 199 2664 179 2644 73 53 2622 2600 2580 2554 2119 435 413 392 2082 368 345 323 295 157 118
is_linear=0
shrinkage=0.1


Tree=8299
num_leaves=31
num_cat=0
split_feature=132 399 1203 1212 1211 1211 1212 2 160 1 1212 0 12 16 130 2 130 12 12 16 12 2 130 43 43 2 2 43 52 43
split_gain=6.37971e-10 2.15748e-09 2.14045e-09 6.34047e-10 2.20184e-09 1.87951e-09 3.26999e-09 6.65709e-09 1.69905e-09 1.43272e-09 5.63638e-09 1.91134e-09 4.18736e-09 2.75251e-09 9.30609e-10 4.72721e-09 4.17561e-09 2.96712e-09 7.65928e-09 4.9637e-09 4.81313e-09 1.81666e-09 2.08943e-09 1.17732e-09 1.37856e-09 3.05285e-09 7.33925e-09 2.72885e-09 4.50737e-09 3.56807e-09
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.091580000000000009 0.092860000000000012 0.085535000000000014 0.087615000000000012 0.085105000000000014 -0.57146499999999989 0.084785000000000013 0.13592000000000001 -0.079634999999999997 0.095330000000000012 -0.08231999999999999 0.085235000000000019 0.084415000000000004 0.0053350000000000003 0.087535000000000016 0.090695000000000012 0.19444000000000003 0.084405000000000022 0.094095000000000012 0.097765000000000005 0.16180500000000003 0.084740000000000024 0.10060500000000001 0.086590000000000014 0.055925000000000009 0.089575000000000016 0.031595000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 8 -8 -2 11 -11 13 -13 -5 16 -16 23 20 -19 21 -17 22 -20 24 27 26 -26 29 -29 -10
right_child=1 -3 -4 9 -6 -7 7 -9 14 10 -12 12 -14 -15 15 17 -18 18 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-6.5244145005459466e-08 8.8133411395574519e-07 7.6088621229150464e-07 -1.1512614582898096e-06 1.7139505849272389e-07 -1.006245939065438e-06 9.406055348953097e-07 -2.011189281840113e-06 2.9840127808711263e-07 -4.0281880647457899e-09 1.3295928458835597e-06 -7.5404166068437915e-07 1.5071987054294699e-06 -2.4394459753946448e-07 -1.10158891631868e-06 1.6631628699315117e-06 1.4728353371059424e-07 -1.3903483053664703e-06 1.6042584161703097e-06 4.8275085787065023e-07 -1.5449653741939074e-06 -1.7113174635596808e-06 7.8287260614408973e-07 -9.4542235217431881e-07 4.0693730285843848e-07 1.2485657000145996e-07 1.7828359180420393e-07 -2.249463539990994e-06 -1.1033204651135344e-07 1.8430654087015208e-06 -1.2058080610586332e-06
leaf_weight=196 22 38 20 41 22 21 24 26 2093 37 20 22 36 29 20 38 22 34 21 20 22 33 20 67 30 51 23 27 21 25
leaf_count=196 22 38 20 41 22 21 24 26 2093 37 20 22 36 29 20 38 22 34 21 20 22 33 20 67 30 51 23 27 21 25
internal_value=0 1.2333e-08 -1.65801e-07 2.41145e-09 -9.93958e-09 -1.69946e-09 -9.1979e-09 -8.10202e-07 6.27147e-09 1.81468e-07 5.98493e-07 -4.2384e-09 4.20282e-07 -3.55984e-07 -1.22809e-09 2.01542e-07 -1.91069e-08 4.60499e-08 3.18044e-07 -1.47183e-07 -5.34203e-07 2.30596e-07 -2.13919e-07 -6.19833e-09 -1.83922e-08 -3.74034e-07 -9.05509e-07 -1.31615e-09 7.44279e-07 -1.82135e-08
internal_weight=0 2905 216 2867 2682 2660 2639 50 2589 185 57 128 58 70 2567 208 2359 188 128 94 60 74 41 2337 2270 104 53 2166 48 2118
internal_count=3121 2905 216 2867 2682 2660 2639 50 2589 185 57 128 58 70 2567 208 2359 188 128 94 60 74 41 2337 2270 104 53 2166 48 2118
is_linear=0
shrinkage=0.1


Tree=8300
num_leaves=31
num_cat=0
split_feature=1211 50 1185 2 1200 128 128 402 401 401 128 4 128 1213 1213 1212 1209 43 12 16 1212 1209 1210 1210 403 3 43 1213 1212 12
split_gain=6.11494e-10 5.51348e-09 1.35387e-09 1.25188e-09 8.76331e-10 1.29137e-09 2.39634e-09 7.4868e-10 5.35318e-09 1.75003e-09 8.87627e-10 3.06255e-09 1.42378e-09 8.01725e-10 5.91991e-09 6.13096e-09 4.40682e-09 3.98641e-09 7.6954e-09 4.54987e-09 1.20515e-09 1.30041e-09 1.3959e-09 1.58009e-09 1.6332e-09 5.68518e-09 1.15464e-09 1.1389e-09 7.87678e-09 4.36743e-09
threshold=0.11048500000000001 0.096900000000000014 -0.093764999999999987 0.088055000000000008 0.090100000000000013 0.10979500000000002 0.11876500000000001 -0.45015499999999992 -1.0000000180025095e-35 -0.13200999999999999 0.10318000000000001 -0.085409999999999986 0.099125000000000005 -0.087969999999999979 -0.085284999999999986 -0.089079999999999979 0.086665000000000006 -0.0047449999999999992 0.085495000000000015 -0.089669999999999986 -0.070754999999999985 -0.084519999999999984 -0.13847499999999999 -0.081369999999999984 -0.5335399999999999 -0.085709999999999995 0.0016850000000000001 -0.063509999999999997 0.087440000000000004 0.089300000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 7 -7 8 -4 -9 12 -12 13 16 -15 -16 17 19 -19 -11 -17 -22 -23 -24 25 -25 -20 28 -26 -30
right_child=1 -3 4 -5 -6 6 -8 9 -10 10 11 -13 -14 14 15 20 -18 18 26 -21 21 22 23 24 27 -27 -28 -29 29 -31
leaf_value=-8.2726998925863885e-07 -7.8888882200089942e-07 1.6222690626157353e-06 -1.5923087983082951e-06 1.4881975549282549e-07 5.6536606991728519e-07 -1.1680881456228506e-06 6.4043042120949019e-08 8.9739214026642675e-07 6.9367427147967875e-07 -1.7860443406226252e-06 -4.0515281824582416e-07 1.3448612216393486e-06 -8.0587102295546418e-07 1.2546421735829715e-06 -1.5304995615067059e-06 6.7743407296600508e-07 -1.3553020848584246e-06 2.1797512729904159e-06 -5.8243567687773414e-07 9.7037299869847386e-09 -6.486866656511363e-07 8.0667636242734195e-07 -7.6887503942438907e-07 -7.8588638340685673e-07 2.0878586624917261e-06 1.2643157203372444e-06 2.8713582058092452e-07 -1.0516981657806885e-08 -1.020358841273147e-06 7.3709024945856076e-07
leaf_weight=20 24 22 20 35 27 27 38 22 21 21 20 20 22 38 26 27 28 20 26 43 30 22 26 21 20 38 37 2323 31 26
leaf_count=20 24 22 20 35 27 27 38 22 21 21 20 20 22 38 26 27 28 20 26 43 30 22 26 21 20 38 37 2323 31 26
internal_value=0 2.71176e-07 -7.22025e-09 -2.32621e-07 -1.78946e-09 -6.90579e-09 -4.47765e-07 2.88105e-09 -4.21439e-07 8.90707e-09 2.0845e-09 4.69854e-07 -4.53879e-09 1.75066e-09 1.55516e-08 -2.62815e-09 -2.05499e-07 1.35106e-08 4.70792e-07 -5.79526e-07 1.28651e-08 5.79242e-09 1.36242e-08 6.60325e-09 1.48027e-08 5.34583e-07 -7.1735e-08 2.02477e-09 3.80395e-07 -2.18715e-07
internal_weight=0 81 3040 59 3020 2993 65 2928 41 2887 2865 40 2825 2803 2628 2590 175 147 83 64 2564 2537 2507 2485 2459 59 63 2400 77 57
internal_count=3121 81 3040 59 3020 2993 65 2928 41 2887 2865 40 2825 2803 2628 2590 175 147 83 64 2564 2537 2507 2485 2459 59 63 2400 77 57
is_linear=0
shrinkage=0.1


Tree=8301
num_leaves=31
num_cat=0
split_feature=1453 1452 1455 482 1447 1447 481 484 2 403 133 1210 3 403 1447 1456 42 482 12 2 51 1456 484 133 130 1 158 13 158 158
split_gain=5.98188e-10 8.24286e-10 9.4338e-10 2.09409e-09 7.98795e-10 1.15141e-08 8.48411e-09 4.99158e-09 2.11354e-09 1.82956e-09 7.5285e-09 1.44769e-09 7.7759e-09 1.18811e-09 1.02962e-09 1.37086e-09 6.05419e-09 3.81617e-09 2.17859e-09 3.82119e-09 1.78023e-09 1.98117e-09 1.29769e-09 7.82217e-09 6.40152e-09 2.65783e-09 1.02695e-09 3.25741e-09 1.12585e-09 1.41151e-09
threshold=-0.087504999999999986 -0.073879999999999987 -0.24112999999999998 0.11816500000000001 -0.086279999999999982 -0.085684999999999997 -0.086219999999999977 -0.081614999999999979 0.087625000000000022 -0.54856499999999986 0.40431 -0.13847499999999999 -0.082284999999999983 -0.53255499999999989 -0.084334999999999979 -0.079429999999999987 0.088060000000000013 0.10932500000000002 0.089300000000000004 0.089725000000000013 -0.46621499999999999 -0.066614999999999994 0.10126500000000001 0.090665000000000009 -0.23123999999999997 0.16540500000000002 0.107145 -0.082759999999999986 0.098790000000000003 0.07968500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4 -8 -9 10 -7 12 -11 -13 -15 16 18 20 19 -16 -17 -22 24 -24 -23 26 28 -28 29 -26
right_child=1 2 3 -5 5 9 7 8 -10 11 -12 13 -14 14 15 17 -18 -19 -20 -21 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-3.9970093347300147e-07 6.147094425237108e-07 5.6805346746151721e-07 -1.9100166355201509e-06 -9.7710877869613721e-07 2.4025693737428355e-06 -1.9788027367956771e-06 1.6035964995353427e-06 -8.9289152132192399e-07 3.8217715438822082e-07 2.0501188600974273e-06 5.3468455558476521e-07 -6.1965190048619159e-07 -5.5140305682420551e-07 7.1779293307372429e-07 3.747343032242415e-07 7.5498940370908396e-07 -1.4625062968153704e-06 1.3243000110337148e-06 1.0280756424663195e-06 -1.2393771696524297e-06 -8.7586322774331383e-07 1.751501237176204e-06 -1.3282515200129498e-06 9.3770297553419375e-07 -9.7183960122527256e-09 -1.049079657633456e-06 1.4654518236056902e-06 -2.851133097515736e-08 -4.587500165838857e-07 3.6385063968707057e-07
leaf_weight=37 22 29 24 22 20 22 20 26 26 20 26 31 27 20 44 31 34 22 20 22 26 21 39 25 2208 24 20 54 53 106
leaf_count=37 22 29 24 22 20 22 20 26 26 20 26 31 27 20 44 31 34 22 20 22 26 21 39 25 2208 24 20 54 53 106
internal_value=0 4.78908e-09 4.06899e-10 -5.02065e-09 2.08196e-09 1.14291e-08 -2.8174e-07 2.61019e-07 -2.55357e-07 -5.09001e-09 -6.1733e-07 5.23227e-09 5.55628e-07 -4.0065e-09 2.88588e-09 -2.31534e-09 -3.32847e-07 1.27717e-08 1.13762e-07 -1.63303e-07 1.70396e-09 -7.3612e-09 1.49412e-09 -4.43113e-07 1.29402e-08 -1.87111e-09 8.42508e-09 3.75262e-07 -3.04343e-09 7.3941e-09
internal_weight=0 3084 3062 3033 3011 2915 96 72 52 2895 48 2847 47 2800 2769 2749 120 2629 86 66 2607 2576 2550 64 2486 2465 2441 74 2367 2314
internal_count=3121 3084 3062 3033 3011 2915 96 72 52 2895 48 2847 47 2800 2769 2749 120 2629 86 66 2607 2576 2550 64 2486 2465 2441 74 2367 2314
is_linear=0
shrinkage=0.1


Tree=8302
num_leaves=31
num_cat=0
split_feature=130 12 157 1 16 3 475 475 475 49 12 151 1445 474 474 157 156 157 45 11 9 8 33 151 0 475 475 150 151 150
split_gain=5.80699e-10 1.23419e-09 5.79279e-10 1.40297e-09 2.57373e-09 3.08982e-09 1.38683e-09 1.06646e-09 2.90048e-09 2.62998e-09 3.52772e-09 2.28993e-09 1.63783e-09 9.88511e-10 1.76849e-09 9.18155e-10 1.42301e-09 1.37029e-09 1.00893e-09 3.62109e-09 1.25335e-09 3.01659e-09 2.29891e-09 8.7437e-10 1.86026e-09 3.02084e-09 2.95661e-09 2.45762e-09 1.68866e-09 2.6109e-09
threshold=-0.23647499999999996 0.23631000000000002 0.11933000000000001 0.10538500000000002 0.51222500000000004 -0.075634999999999994 -0.10664 -0.086304999999999979 -0.085774999999999976 -0.0087049999999999992 0.083935000000000023 -0.54526999999999981 0.077020000000000019 -0.090259999999999993 -0.031869999999999989 0.088145000000000015 0.092820000000000014 0.019925000000000002 0.094030000000000016 -0.011194999999999998 0.092235000000000011 0.097795000000000007 -0.0066799999999999993 -0.075199999999999989 -0.085134999999999975 -0.082274999999999987 -0.082549999999999998 0.11819500000000001 -0.0083949999999999979 0.095950000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 -2 9 -9 -8 -11 -10 13 -13 -15 17 -17 18 19 -16 22 -22 -21 24 26 -26 -24 -28 29 -25
right_child=1 -3 3 -5 -6 -7 7 8 11 10 -12 12 -14 14 15 16 -18 -19 -20 20 21 -23 23 28 25 -27 27 -29 -30 -31
leaf_value=-5.371028294121061e-07 -8.3947875509693411e-07 7.4980901707342378e-07 6.9473252786167458e-07 -4.5633504422488099e-07 1.4201737909047553e-06 -8.8971624734313082e-07 1.2579457164895796e-06 -1.2133773770983682e-06 1.0113857694126307e-06 9.595594539746343e-07 -7.9270376452903438e-07 -7.0679502044868065e-07 -8.9264587411922286e-07 8.7201477748027658e-07 1.1744323958195171e-06 -1.0861175115906009e-06 -2.3086591273996046e-08 8.0427290694864328e-07 -5.6481798234031548e-07 9.1560472254867718e-07 -1.3747247542348555e-06 2.4641368649251188e-07 1.4279116015813998e-06 -1.1144093958945532e-06 -1.0478042354563889e-06 8.6773524202730242e-08 6.8046382665800675e-08 1.2442180388916312e-06 -1.9083792118628169e-08 8.1792500153013057e-08
leaf_weight=20 20 22 32 22 20 20 23 20 22 20 27 20 21 23 26 20 34 21 32 27 22 24 22 36 29 123 159 20 2157 37
leaf_count=20 20 22 32 22 20 20 23 20 22 20 27 20 21 23 26 20 34 21 32 27 22 24 22 36 29 123 159 20 2157 37
internal_value=0 3.4729e-09 -1.8598e-09 2.42566e-07 4.56119e-07 8.53292e-08 -9.55697e-09 -3.95884e-09 -1.32846e-08 3.81728e-07 -4.70598e-08 -4.93613e-09 -1.27732e-08 -6.24869e-09 -1.26614e-09 -8.46781e-09 -4.16802e-07 -4.05643e-10 -6.63197e-09 2.79679e-11 -1.14685e-08 -5.28913e-07 -2.34874e-09 -1.19441e-08 1.34291e-07 -1.29692e-07 3.33919e-07 1.99462e-07 -3.50924e-08 -5.08115e-07
internal_weight=0 3101 3079 94 72 52 2985 2965 2895 70 47 2875 2853 2832 2812 2789 54 2735 2714 2682 2656 46 2610 2583 353 152 201 179 2230 73
internal_count=3121 3101 3079 94 72 52 2985 2965 2895 70 47 2875 2853 2832 2812 2789 54 2735 2714 2682 2656 46 2610 2583 353 152 201 179 2230 73
is_linear=0
shrinkage=0.1


Tree=8303
num_leaves=31
num_cat=0
split_feature=12 130 50 132 1211 50 42 42 12 160 157 0 1 49 46 394 1452 12 142 45 159 12 0 1 1208 1208 401 133 133 42
split_gain=6.6333e-10 1.05659e-09 6.54053e-10 1.3565e-08 1.10631e-08 1.70827e-09 1.55389e-09 4.88384e-09 2.55885e-09 2.82657e-09 4.4736e-09 3.70436e-09 2.2849e-09 8.00149e-09 2.31103e-09 1.33163e-09 1.1239e-09 1.30297e-09 2.16767e-09 3.41125e-09 1.08135e-09 9.49338e-10 3.22841e-09 1.67026e-09 9.26142e-10 1.12439e-09 9.76358e-10 2.21399e-09 1.84151e-09 1.7828e-09
threshold=0.23631000000000002 -0.22461999999999996 0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.094920000000000018 0.088060000000000013 0.089535000000000017 0.085325000000000012 -0.090764999999999985 -0.081749999999999975 -0.084269999999999984 0.099660000000000012 -0.0087849999999999977 0.096120000000000011 0.11233000000000001 0.11396500000000002 0.12757000000000002 -0.057499999999999989 0.083445000000000005 -0.45371999999999996 0.094375000000000014 -0.074824999999999989 0.087865000000000013 0.11531000000000001 0.10233500000000001 -0.13200999999999999 0.51114000000000004 0.41068500000000002 0.10024000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 15 8 -8 12 10 -10 -11 13 -5 -14 16 17 18 -3 20 -20 23 -23 -9 25 26 29 28 -28 -22
right_child=-2 2 3 4 -6 -7 7 21 9 11 -12 -13 14 -15 -16 -17 -18 -19 19 -21 24 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=6.268045017013383e-07 -5.350500289395036e-07 1.0103706304540711e-06 2.5316551226627451e-06 6.6622079450391029e-07 -2.2531341694990001e-06 -7.8297370832999533e-07 -1.4909269072197039e-06 1.0702223402280322e-06 -1.0763564963175062e-06 1.9077707995458177e-06 7.799981116316785e-07 3.5454678690966298e-07 -2.4205811748536442e-07 -1.4429744286079202e-06 1.1915604655699928e-06 -7.5272491291874155e-07 7.4232784243122295e-07 -5.8383444121400089e-07 -5.5955974389957301e-07 -1.3106426654019289e-06 -2.2969653117725516e-07 -1.1994289286576531e-06 4.407961250763038e-07 -1.4569184827450955e-08 -6.3767288835947513e-07 6.3303456284729545e-07 -3.140692133484041e-12 -7.8081925760642443e-07 8.4631203750317441e-07 9.7324818040890804e-07
leaf_weight=27 23 21 22 35 21 29 23 22 21 28 34 34 22 37 23 24 20 39 34 20 22 20 30 40 22 29 2309 36 26 28
leaf_count=27 23 21 22 35 21 29 23 22 21 28 34 34 22 37 23 24 20 39 34 20 22 20 30 40 22 29 2309 36 26 28
internal_value=0 3.9725e-09 -1.50339e-09 1.15737e-07 -2.05456e-08 -1.96692e-08 1.06512e-07 -1.63658e-07 2.6238e-07 5.93065e-07 7.12082e-08 1.056e-06 -6.83052e-08 -4.17671e-07 4.9068e-07 -1.12526e-08 -4.42398e-09 -1.01993e-08 -1.41575e-09 -9.82727e-09 5.54334e-10 1.08906e-07 -2.15294e-07 3.70357e-07 8.25817e-09 1.40584e-08 6.64395e-09 -2.57808e-09 9.4205e-09 4.43953e-07
internal_weight=0 3098 3071 412 390 2659 369 135 234 117 55 62 117 72 45 2630 2606 2586 2547 2526 2506 112 50 62 2472 2450 2421 2371 2335 50
internal_count=3121 3098 3071 412 390 2659 369 135 234 117 55 62 117 72 45 2630 2606 2586 2547 2526 2506 112 50 62 2472 2450 2421 2371 2335 50
is_linear=0
shrinkage=0.1


Tree=8304
num_leaves=31
num_cat=0
split_feature=1211 50 399 43 400 133 1211 1200 128 128 401 402 402 2 12 133 16 2 133 403 1210 401 1209 2 402 402 3 12 12 3
split_gain=7.35371e-10 5.66156e-09 1.12203e-09 2.78658e-09 1.69906e-09 1.03649e-09 8.05844e-10 7.51441e-10 1.09881e-09 2.44407e-09 8.3686e-10 1.47949e-09 7.53512e-10 4.03352e-09 1.61005e-09 1.39683e-09 7.81631e-09 9.8556e-09 1.94716e-09 9.22749e-10 1.31998e-09 1.04102e-09 9.79023e-10 3.0885e-09 7.92066e-10 2.15265e-09 9.49926e-10 3.05041e-09 1.44885e-08 4.28242e-09
threshold=0.11048500000000001 0.096900000000000014 0.091255000000000017 -0.008069999999999999 0.10782000000000001 -0.007154999999999999 0.10326000000000002 0.090100000000000013 0.11059000000000001 0.11876500000000001 -0.13200999999999999 -0.43418999999999991 -0.10770499999999998 0.084985000000000019 0.096075000000000008 0.26753000000000005 -0.073849999999999985 0.090425000000000019 0.2590050000000001 -0.5335399999999999 -0.3960249999999999 0.13571500000000003 -0.065739999999999979 0.084655000000000022 -0.092414999999999983 -0.088189999999999991 -0.094874999999999987 0.089625000000000024 0.091840000000000019 -0.096544999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 -4 -5 -2 7 8 10 -10 -1 -12 13 -13 -15 18 17 -17 19 -14 -21 22 23 -22 -24 -26 27 29 -29 -27
right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 11 12 15 14 -16 16 -18 -19 -20 20 21 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=4.9488084962778133e-07 -5.4816483030764279e-07 1.6664883617067972e-06 -1.1820783593106756e-06 6.0681324982767734e-07 -5.2578021110933227e-07 3.1123168197233974e-07 6.3474054570633606e-07 5.3304148016545352e-07 -1.2676256419168072e-06 7.7456196955998692e-08 -7.4091169334746227e-07 1.5210094011308683e-06 6.1659361184259371e-07 -7.2077581955909416e-07 4.8298609584662704e-07 -2.2194140484543824e-06 1.056044006418233e-06 4.6132743302488664e-07 9.2349425220005376e-07 -8.1559399859543188e-07 4.0309625027085922e-07 6.6971044223306386e-07 -4.7727955431502565e-07 -1.2742647676280127e-06 1.041948191868869e-06 -3.0181814696877357e-09 -2.891000214742261e-08 2.4678040661824683e-06 8.7296580305225771e-08 -1.5454585405905165e-06
leaf_weight=34 36 22 28 27 26 23 20 26 22 35 27 20 24 25 20 32 25 24 23 20 21 23 34 23 20 180 2016 29 216 20
leaf_count=34 36 22 28 27 26 23 20 26 22 35 27 20 24 25 20 32 25 24 23 20 21 23 34 23 20 180 2016 29 216 20
internal_value=0 2.97372e-07 -7.9237e-09 -3.75118e-07 5.12014e-08 -2.13146e-07 2.12791e-09 -2.17704e-09 -6.95414e-09 -4.41698e-07 1.72248e-09 -4.21919e-09 2.89734e-09 3.39393e-07 -1.85771e-07 -5.11445e-09 -4.14176e-07 -1.07052e-06 7.39367e-09 -6.30058e-10 -6.32313e-09 -5.45692e-11 -6.07434e-09 -4.73706e-07 2.10689e-09 8.67648e-09 2.79306e-10 1.32517e-07 3.69071e-07 -1.57262e-07
internal_weight=0 81 3040 81 53 59 2959 2939 2913 57 2856 2822 2795 65 45 2730 81 56 2649 2626 2602 2582 2559 44 2515 2481 2461 445 245 200
internal_count=3121 81 3040 81 53 59 2959 2939 2913 57 2856 2822 2795 65 45 2730 81 56 2649 2626 2602 2582 2559 44 2515 2481 2461 445 245 200
is_linear=0
shrinkage=0.1


Tree=8305
num_leaves=31
num_cat=0
split_feature=132 1185 50 394 1213 43 4 3 43 1213 1213 403 133 403 402 402 43 402 1212 16 1209 0 133 403 129 401 402 1212 133 133
split_gain=5.95881e-10 1.97002e-09 1.48039e-09 1.48036e-09 6.18004e-10 1.8859e-09 4.90972e-09 6.57651e-09 2.80723e-09 8.7746e-10 2.08399e-09 1.6241e-09 4.49837e-09 1.32009e-09 1.19628e-09 8.37587e-10 4.56614e-09 1.73364e-09 7.5687e-10 3.43879e-09 3.22512e-09 1.87975e-09 6.80126e-10 1.82704e-09 6.55514e-10 1.18866e-09 2.67471e-09 1.14458e-09 7.79982e-10 8.25662e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.09227500000000001 0.0041850000000000004 0.093235000000000026 -0.025214999999999998 -0.082594999999999988 -0.082334999999999978 0.062770000000000006 0.066460000000000019 0.04198000000000001 -0.54856499999999986 0.40945500000000007 -0.53960999999999981 0.15960500000000002 -0.45015499999999992 0.055925000000000009 -0.41596499999999997 -0.092474999999999988 -0.091354999999999978 -0.087199999999999986 -0.084269999999999984 0.41553500000000004 -0.42244999999999994 -0.08133 0.10632500000000002 0.10265000000000002 -0.064959999999999976 0.091935000000000003 0.090445000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 9 -6 -7 -8 -9 10 11 12 -3 -13 15 16 -15 -17 19 -19 -20 -21 23 -22 -25 26 27 -26 29 -29
right_child=1 4 -4 -5 5 6 7 8 -10 -11 -12 13 -14 14 -16 17 -18 18 20 21 22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=4.3977431327929857e-08 9.7713020479551197e-07 -1.6158062852479237e-06 -7.9888961203499601e-07 -8.4597290584805976e-07 -4.0393960449438131e-07 1.6487395760123038e-06 -1.4754814743799303e-06 1.2855450218639503e-06 -1.0586472109056999e-07 -4.5902930722940302e-07 9.1036502436736567e-07 8.1239634823759849e-07 4.3035921987125001e-07 -1.3953427182771165e-06 -7.2115105032698137e-07 9.3801445530061759e-07 6.7065515622743994e-07 1.3751061596229357e-06 -1.2719371807179413e-06 -6.5578262914793115e-07 8.5890281275169397e-07 3.9710544756533831e-07 -5.2649553244539973e-07 5.3076358535295387e-07 -6.8970345713144827e-07 5.726727723802989e-07 -1.0039596570055454e-06 -5.2237089088397756e-09 -1.4762146778760344e-07 1.3226826741430388e-06
leaf_weight=170 21 22 31 21 37 25 21 29 29 42 25 20 21 23 23 20 20 22 20 30 25 39 24 23 24 35 27 1911 293 48
leaf_count=170 21 22 31 21 37 25 21 29 29 42 25 20 21 23 23 20 20 22 20 30 25 39 24 23 24 35 27 1911 293 48
internal_value=0 1.20863e-08 -1.57905e-07 -5.38705e-08 5.04461e-09 2.09208e-07 4.27347e-07 4.08306e-08 5.8984e-07 -5.47313e-09 1.59528e-09 -6.9138e-09 -6.16516e-07 3.06447e-09 -3.14445e-09 3.24648e-09 -4.34413e-07 1.06528e-08 3.29567e-09 2.86439e-07 -7.30765e-09 -6.0672e-08 3.1872e-09 8.51511e-09 -4.89417e-10 -5.7156e-09 -1.45057e-08 -2.76789e-09 4.55292e-09 2.7313e-08
internal_weight=0 2899 222 191 2878 141 104 79 58 2737 2695 2670 43 2627 2607 2584 43 2541 2521 91 2430 69 2410 2386 2361 2338 2303 2276 2252 1959
internal_count=3121 2899 222 191 2878 141 104 79 58 2737 2695 2670 43 2627 2607 2584 43 2541 2521 91 2430 69 2410 2386 2361 2338 2303 2276 2252 1959
is_linear=0
shrinkage=0.1


Tree=8306
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 401 15 1212 1212 52 12 401 391 2 130 129 1182 401 132 394 3 3 16 130 15 393 42 401 42 3 0
split_gain=6.04329e-10 6.63852e-10 5.62363e-10 1.39616e-09 8.4756e-10 2.29773e-09 7.68985e-10 5.9754e-09 2.71144e-09 4.96473e-09 8.14901e-10 3.1001e-09 2.40274e-09 1.20474e-09 1.06816e-09 9.0277e-10 9.3254e-10 7.81505e-10 2.22e-09 2.1239e-09 4.36499e-09 1.70451e-09 1.53724e-09 1.36943e-09 7.92434e-10 7.96912e-10 2.55957e-09 2.12669e-09 2.06591e-09 1.60127e-09
threshold=0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.092099999999999987 0.12053500000000002 0.094425000000000023 -0.092474999999999988 -0.087764999999999996 0.086275000000000004 0.088930000000000023 0.10632500000000002 -0.088134999999999977 0.080205000000000012 0.13302000000000003 -0.08341999999999998 0.084455000000000016 0.094270000000000007 -0.083174999999999985 0.090335000000000013 -0.083654999999999993 -0.07793499999999999 -0.095094999999999985 0.092560000000000017 0.084510000000000016 0.092175000000000021 -0.084624999999999992 0.086810000000000012 -0.088934999999999986 -0.087129999999999985 -0.069444999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 8 -8 9 -5 11 -9 -12 14 -13 16 17 19 24 23 -21 -22 -23 -16 25 27 -27 29 -29 -19
right_child=-2 -3 -4 4 5 -7 7 10 -10 -11 12 13 -14 -15 15 -17 -18 18 -20 20 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=6.9427021846171684e-07 -5.4793361130123227e-07 5.0670803134905261e-07 -4.1131370527168517e-07 2.0104912903207151e-06 -1.1020680717936196e-06 3.3025224811786933e-07 -1.5764883509442979e-06 -1.2397465247104834e-06 -2.7643794467058753e-07 -1.2281591006413352e-07 1.2587090895976874e-06 6.8223404056148557e-07 -1.4715361591620717e-07 7.1516756937247314e-07 -1.9749234071698453e-07 -6.4011107331845618e-07 5.5751291900681588e-07 1.686649028290367e-07 9.3047340340691484e-07 -1.8129269321997572e-06 -9.3384748907965335e-07 -3.2382921665009273e-07 8.328756109676761e-07 5.9227235109765866e-07 -4.9280305347565445e-07 -3.8077574252741071e-09 -1.1404596180852877e-06 1.45429056156781e-06 8.2436325025507059e-08 -4.2687365828162987e-07
leaf_weight=29 20 26 33 20 24 21 24 20 42 24 20 23 31 24 52 22 30 233 26 21 20 27 20 38 32 2099 20 23 21 56
leaf_count=29 20 26 33 20 24 21 24 20 42 24 20 23 31 24 52 22 30 233 26 21 20 27 20 38 32 2099 20 23 21 56
internal_value=0 3.53104e-09 -7.23464e-10 3.73067e-09 -2.91574e-09 -4.33652e-07 3.61496e-09 -5.17788e-09 2.98277e-07 8.46869e-07 8.01717e-09 8.19613e-10 4.04165e-07 9.72213e-09 3.59448e-09 -2.10212e-09 3.06204e-09 -3.12603e-09 1.1233e-08 -2.05604e-07 -5.54935e-07 -1.60639e-07 1.68386e-07 1.35964e-07 1.6113e-09 8.06369e-09 -1.45359e-08 1.51873e-07 7.99542e-07 5.32664e-08
internal_weight=0 3101 3075 3042 3013 45 2968 2882 86 44 2858 2807 51 2787 2763 2740 2718 2688 2510 178 88 67 47 90 2484 2452 2119 333 44 289
internal_count=3121 3101 3075 3042 3013 45 2968 2882 86 44 2858 2807 51 2787 2763 2740 2718 2688 2510 178 88 67 47 90 2484 2452 2119 333 44 289
is_linear=0
shrinkage=0.1


Tree=8307
num_leaves=31
num_cat=0
split_feature=1211 50 1185 1211 1211 43 1210 401 403 52 1 4 1210 3 1213 16 4 12 16 15 16 47 47 0 16 47 13 1210 402 52
split_gain=6.58338e-10 4.52779e-09 1.13167e-09 1.05289e-09 7.54758e-10 7.1395e-10 5.47636e-09 3.00597e-09 2.79044e-09 3.38537e-09 2.46274e-09 4.85576e-09 2.31131e-09 8.89848e-09 2.08636e-09 1.4123e-09 1.86915e-09 1.63393e-09 1.35393e-09 1.52261e-09 4.14322e-09 1.23871e-09 6.39543e-09 6.35515e-09 1.48622e-08 4.63568e-09 1.236e-09 1.05579e-09 4.27395e-09 5.06811e-09
threshold=0.11048500000000001 0.096900000000000014 -0.089384999999999978 0.12162000000000002 0.10326000000000002 0.0034250000000000005 -0.064799999999999983 -0.06959499999999999 -0.014954999999999998 0.08734500000000002 0.090130000000000016 -0.062539999999999984 -0.13847499999999999 -0.082879999999999995 -0.15413999999999997 -0.097644999999999996 -0.077519999999999992 0.087005000000000013 -0.087484999999999993 0.09006500000000002 -0.040964999999999994 0.094160000000000008 0.091210000000000013 -0.10151999999999999 -0.12029499999999999 0.097970000000000015 -0.088464999999999988 -0.079504999999999978 -0.092414999999999983 0.086040000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 12 -7 -8 9 -9 14 -12 13 -4 -10 16 -16 -18 -17 20 -20 22 27 24 -23 -25 -22 28 -14 -30
right_child=1 -3 4 -5 -6 6 7 8 10 -11 11 -13 21 -15 15 18 17 -19 19 -21 26 23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-6.5201739466323893e-07 2.1286024090017009e-07 1.5057488161057172e-06 -6.4258362207121015e-07 -6.3507069883059932e-07 6.1055354763084333e-07 -1.5009967316675304e-06 1.0540573706900129e-06 -4.5999172972615808e-08 1.1341733571022078e-06 -1.5308412718541475e-06 -1.7535294127296331e-06 -6.6559468055797022e-08 -1.5818773471480763e-06 1.8361638958216038e-06 1.1651447451299646e-06 -6.0810172620425592e-07 -4.0604541022541218e-07 6.1364741537600469e-07 1.5770851985053013e-06 -4.2986544883660828e-07 4.8402231251592257e-07 1.6457421475971995e-07 -1.7208235231113247e-06 -1.5488321979262309e-06 3.3122963287723906e-06 5.7789434984830995e-08 -5.0330825018818359e-07 5.5840194850923435e-09 9.970052754429812e-07 -1.087244224748929e-06
leaf_weight=27 32 22 28 27 20 27 24 34 21 28 21 91 21 30 24 38 30 33 20 38 21 60 22 20 20 176 32 2086 28 20
leaf_count=27 32 22 28 27 20 27 24 34 21 28 21 91 21 30 24 38 30 33 20 38 21 60 22 20 20 176 32 2086 28 20
internal_value=0 2.81372e-07 -7.49164e-09 -1.75176e-07 -1.71593e-09 -5.80728e-09 -1.17283e-07 -3.51725e-08 -9.58257e-08 -7.16573e-07 8.47329e-09 -3.82866e-07 1.55911e-08 6.39527e-07 1.79018e-07 9.40256e-08 4.14166e-07 1.28079e-07 -9.29023e-08 8.34723e-08 3.50689e-07 8.38427e-10 -2.44639e-08 2.00415e-07 9.51505e-07 -1.06152e-07 -1.12102e-07 -7.14612e-09 -3.92002e-07 1.28568e-07
internal_weight=0 81 3040 59 3013 2993 482 455 431 62 369 112 2511 58 257 236 87 63 149 111 73 2453 2177 276 80 196 53 2155 69 48
internal_count=3121 81 3040 59 3013 2993 482 455 431 62 369 112 2511 58 257 236 87 63 149 111 73 2453 2177 276 80 196 53 2155 69 48
is_linear=0
shrinkage=0.1


Tree=8308
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 46 131 400 399 42 12 401 402 402 52 1211 13 1208 402 2 402 1204 52 157 475 2 157 130 130 130 448
split_gain=7.93146e-10 1.73132e-08 1.07762e-08 3.43816e-09 7.03738e-10 6.57543e-10 1.07396e-09 6.65627e-10 8.23402e-10 9.95513e-10 6.2625e-10 1.18103e-09 1.97279e-09 1.78887e-09 7.02784e-10 2.41026e-09 8.67199e-10 1.23349e-09 2.28585e-09 1.23509e-09 2.22712e-09 9.59733e-10 6.0339e-10 1.76932e-09 1.39468e-09 1.38322e-09 7.89515e-10 1.98334e-09 2.04209e-09 1.30599e-09
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.052299999999999992 -0.076979999999999979 0.10782000000000001 0.08845500000000002 -0.019989999999999997 0.087625000000000022 -0.47263499999999997 -0.46267499999999995 -0.43418999999999991 0.039215000000000007 0.10326000000000002 -0.084319999999999992 0.11531000000000001 -0.10770499999999998 0.084985000000000019 -0.092414999999999983 -0.082884999999999986 0.088785000000000017 0.11933000000000001 -0.24039999999999997 0.10613000000000002 0.10119000000000002 0.11890500000000002 0.10284500000000001 0.09796500000000001 0.030280000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -4 -1 7 8 -7 -10 -6 13 -13 -12 16 -16 17 18 -14 -19 -21 -20 25 24 -24 26 27 28 29 -22
right_child=2 -3 4 -5 10 6 -8 -9 9 -11 11 12 14 -15 15 -17 -18 19 21 20 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.4416049682638459e-07 -2.2186502127526225e-06 2.9136777292088874e-06 -5.8813142551628066e-07 -1.349213077901368e-06 -5.125801546613651e-07 -5.3653069258530201e-07 -6.0112648999824295e-07 4.1598548372544193e-07 -2.70129776443658e-07 6.1502868605363881e-07 1.1887731174976494e-06 -8.8081688545571521e-07 1.0494422449269791e-06 -1.3269479666178087e-07 1.2062220474853175e-06 -1.6422404114840019e-07 -6.0703043355597002e-07 -5.754932936491281e-07 -5.0731395197584315e-07 1.0082424130979978e-06 7.5530174003175071e-09 4.3986170055632107e-07 4.4118602637865934e-07 7.7141574090427105e-07 -5.8936624249138834e-07 -7.2336663747676173e-07 -5.2233150975960847e-07 7.3925451684115414e-07 -9.9034086172791615e-07 -7.4969033419066646e-07
leaf_weight=32 22 21 20 20 23 27 29 39 27 24 21 25 32 20 21 33 23 37 23 22 2333 20 24 38 29 27 29 36 21 23
leaf_count=32 22 21 20 20 23 27 29 39 27 24 21 25 32 20 21 33 23 37 23 22 2333 20 24 38 29 27 29 36 21 23
internal_value=0 1.83506e-07 -1.38515e-08 -1.06058e-07 2.9907e-09 3.36222e-08 -5.63588e-08 7.86691e-08 -8.9989e-08 1.46415e-07 7.12442e-09 1.13377e-08 3.52462e-09 5.44155e-07 1.15032e-08 3.68727e-07 4.40338e-09 9.62349e-09 4.09482e-07 -1.82721e-09 6.39341e-09 -6.67671e-08 -2.21623e-09 2.50666e-07 -1.22701e-07 -1.15367e-08 -3.66638e-09 2.56706e-09 -8.59018e-09 1.60574e-10
internal_weight=0 219 2902 198 2880 178 146 117 78 51 2860 2837 2796 41 2771 54 2717 2694 75 2619 2582 43 2560 91 53 2469 2442 2413 2377 2356
internal_count=3121 219 2902 198 2880 178 146 117 78 51 2860 2837 2796 41 2771 54 2717 2694 75 2619 2582 43 2560 91 53 2469 2442 2413 2377 2356
is_linear=0
shrinkage=0.1


Tree=8309
num_leaves=31
num_cat=0
split_feature=132 15 394 50 403 2 1204 1213 46 12 4 1213 13 13 160 1375 2 12 13 160 2 13 42 0 3 1213 0 52 43 43
split_gain=6.42492e-10 1.55243e-08 9.77277e-09 2.81661e-09 6.93464e-10 1.27155e-09 5.8542e-10 8.5662e-10 5.71904e-10 5.44247e-10 1.18065e-09 5.29061e-10 5.55589e-10 3.11488e-09 5.99652e-09 2.91198e-09 3.13313e-09 7.66365e-09 1.09357e-08 1.00815e-08 7.49959e-09 7.13706e-09 4.15661e-09 7.88488e-09 8.16076e-09 5.25385e-09 3.74679e-09 4.45102e-09 2.98668e-09 2.9319e-09
threshold=-0.083284999999999984 0.091650000000000023 0.11233000000000001 0.09227500000000001 -0.020569999999999995 0.090675000000000019 -0.0030749999999999996 0.086260000000000017 -0.052299999999999992 0.23631000000000002 0.63113500000000011 0.51370000000000016 -0.087714999999999987 -0.087074999999999986 -0.0071899999999999993 0.060690000000000008 0.084885000000000002 0.088245000000000004 -0.091559999999999989 -1.0000000180025095e-35 0.090175000000000019 -0.089109999999999981 0.087505000000000013 -0.08824499999999999 -0.081054999999999974 -0.036884999999999994 -0.11173999999999999 0.10024500000000001 -0.0019149999999999998 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 6 -6 7 -1 -2 10 11 12 15 14 -14 16 21 18 29 -20 -19 22 23 28 -25 -24 -22 -28 -10 -18
right_child=2 -3 -4 -5 5 -7 -8 -9 9 -11 -12 -13 13 -15 -16 -17 17 20 19 -21 26 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=-2.7823583557852373e-07 -5.293182876187075e-07 2.4103453466961111e-06 -2.1121133412097233e-06 -1.1404972995023854e-06 6.7605525022345858e-07 -1.7670050722371244e-07 -5.426247263547642e-07 4.6751148232715426e-07 -1.1636538159128426e-06 -4.7719233171691311e-07 7.0962976910967281e-07 5.1775560109490467e-07 6.172820751260134e-07 -2.0074000987612598e-09 -1.5533280923461594e-06 1.1923928217134231e-06 9.2850863780818828e-08 2.1969698291389829e-06 -1.7107152778805814e-07 -3.0316761014757633e-06 -8.2310704540487586e-07 1.6378241702518102e-06 -1.8826245630521042e-06 2.9687177220694141e-06 2.0673714180188454e-07 6.5309465450506343e-08 -1.89713302968939e-08 1.7571639275393821e-06 4.4942769725573521e-07 -9.0239197847212552e-07
leaf_weight=43 20 27 22 25 34 36 30 24 24 23 24 20 20 2176 35 23 148 22 22 28 28 36 20 20 23 45 43 21 22 37
leaf_count=43 20 27 22 25 34 36 30 24 24 23 24 20 20 2176 35 23 148 22 22 28 28 36 20 20 23 45 43 21 22 37
internal_value=0 1.65155e-07 -1.24724e-08 -1.50575e-07 -2.38292e-09 2.37495e-07 -1.75491e-07 -1.11025e-08 3.56653e-09 7.29299e-09 1.12208e-08 5.26209e-09 1.59225e-09 -2.07929e-08 -7.64015e-07 9.04557e-08 4.34343e-08 -1.34459e-07 -4.60839e-07 -1.77301e-06 5.38342e-07 3.70195e-07 7.38666e-08 5.17854e-07 1.49138e-06 -5.34055e-07 1.41714e-07 5.63823e-07 -3.9218e-07 -1.06198e-07
internal_weight=0 219 2902 192 167 70 97 67 2880 2860 2837 2813 2793 2231 55 562 539 349 235 50 114 190 154 89 43 65 92 64 46 185
internal_count=3121 219 2902 192 167 70 97 67 2880 2860 2837 2813 2793 2231 55 562 539 349 235 50 114 190 154 89 43 65 92 64 46 185
is_linear=0
shrinkage=0.1


Tree=8310
num_leaves=31
num_cat=0
split_feature=401 1210 3 1210 403 1212 2 0 1212 1209 1209 1208 401 0 42 1210 1211 1209 1203 1204 1186 1209 0 0 0 481 133 160 1447 133
split_gain=6.00775e-10 5.81215e-10 5.16085e-09 9.43823e-10 8.97232e-10 1.55808e-09 5.73778e-09 3.21038e-09 1.07635e-09 1.02936e-09 1.54116e-09 1.18797e-09 1.05898e-09 4.45208e-09 4.35446e-09 2.33566e-09 1.41712e-09 1.14395e-09 1.08016e-09 3.73091e-09 9.65721e-10 8.66205e-10 6.61688e-10 6.5164e-09 4.52876e-09 2.12738e-09 2.19013e-09 1.02685e-08 8.74098e-09 7.56111e-09
threshold=0.13837000000000002 -0.13847499999999999 -0.082879999999999995 -0.090569999999999998 0.51370000000000016 -0.089079999999999979 0.084715000000000013 -0.085034999999999986 -0.083344999999999989 -0.084519999999999984 -0.069599999999999981 0.11846000000000001 -1.0000000180025095e-35 -0.072594999999999979 0.11747 0.0028200000000000005 0.11048500000000001 0.10344000000000002 0.088820000000000024 -0.079179999999999987 -0.107555 0.087485000000000021 -0.082394999999999982 -0.082084999999999977 -0.082619999999999985 -0.16223499999999996 0.087285000000000015 -0.50351499999999982 0.0071200000000000005 0.087575000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -8 -7 -10 -11 12 13 14 -12 16 17 18 20 -20 -14 22 24 -24 25 -22 28 -28 -27 -29
right_child=-2 3 -4 4 -6 8 7 -9 9 10 11 -13 15 -15 -16 -17 -18 -19 19 -21 21 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-6.5921316913123271e-07 -5.3307202712122014e-07 -6.549909109956141e-07 1.2284949526512418e-06 -1.3994130360320665e-06 4.852278461884764e-07 7.0503636183358058e-07 1.2520935240445396e-06 -4.477130391933315e-07 -6.9465899871699689e-07 8.4177785827870886e-07 -5.7296639245881436e-07 7.5090397764316081e-07 6.3458198364211673e-07 -1.4045284992200189e-06 1.3319523554855551e-06 8.4246746265500529e-07 6.4736101352757422e-07 -7.301034339041673e-07 -1.4906667572523432e-06 2.1438466433210126e-07 -9.869782764365917e-07 5.5045908798742208e-07 1.5826450146926586e-06 1.0492465282650545e-08 -1.548961984099151e-06 -4.4889868622706692e-08 2.3537910015831933e-06 1.8400830039798746e-06 -2.1555642729254031e-06 -9.151600349543253e-08
leaf_weight=28 21 22 30 35 38 22 20 25 21 22 30 21 24 27 20 33 33 22 21 33 23 28 27 1120 20 1035 21 22 20 257
leaf_count=28 21 22 30 35 38 22 20 25 21 22 30 21 24 27 20 33 33 22 21 33 23 28 27 1120 20 1035 21 22 20 257
internal_value=0 3.60404e-09 3.17188e-07 -2.37488e-09 2.37928e-09 -3.77372e-09 -4.3913e-07 3.07757e-07 8.22784e-09 2.90499e-09 8.02876e-09 1.56331e-09 -4.02481e-09 -3.69769e-07 1.89001e-07 6.25715e-09 -3.94053e-09 -1.19813e-08 -6.02177e-09 -4.48691e-07 3.18274e-09 -2.70672e-09 -8.79263e-09 4.75004e-08 -5.49787e-08 -3.32953e-08 -1.71074e-08 2.21306e-07 -8.49027e-08 6.07965e-08
internal_weight=0 3100 58 3042 3020 2982 80 45 2902 2880 2859 2837 2816 77 50 2739 2706 2673 2651 54 2597 2573 2545 1147 1398 1378 1355 300 1055 279
internal_count=3121 3100 58 3042 3020 2982 80 45 2902 2880 2859 2837 2816 77 50 2739 2706 2673 2651 54 2597 2573 2545 1147 1398 1378 1355 300 1055 279
is_linear=0
shrinkage=0.1


Tree=8311
num_leaves=31
num_cat=0
split_feature=1208 401 402 403 402 402 42 1209 1210 133 1209 3 12 12 130 51 1452 51 3 16 12 0 13 15 402 16 52 0 1451 1453
split_gain=5.96882e-10 5.78794e-10 1.02609e-09 1.44551e-09 1.34542e-09 7.54218e-10 2.02559e-09 1.00592e-09 9.70698e-10 2.93438e-09 9.50612e-10 7.17017e-10 2.49738e-09 7.17293e-09 3.51337e-09 2.7103e-09 2.29906e-09 2.01369e-09 2.97495e-09 1.71074e-09 3.46136e-09 1.61036e-09 4.62707e-09 1.55421e-09 2.1321e-09 3.53752e-09 2.05946e-09 1.41507e-09 1.1267e-09 1.42869e-09
threshold=0.12461500000000002 -0.47263499999999997 -0.46267499999999995 -0.43370499999999995 -0.43418999999999991 -0.10770499999999998 0.11747 -0.097919999999999993 -0.13847499999999999 0.40945500000000007 -0.087714999999999987 -0.094874999999999987 0.089085000000000011 0.091475000000000015 0.087570000000000023 0.078435000000000019 -1.0000000180025095e-35 0.10411500000000001 -0.24190499999999995 0.24134000000000003 0.10149500000000002 0.10455500000000001 -0.055129999999999992 0.035560000000000008 0.081585000000000019 -0.0064149999999999997 -0.21968999999999997 0.051010000000000007 0.091400000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -7 -9 10 -10 12 14 -14 15 23 -13 18 -15 -20 -21 27 -23 24 25 -12 -27 28 29 -18
right_child=-2 2 4 -5 5 7 -8 8 9 -11 11 16 13 17 -16 -17 21 -19 19 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-4.9627457498069772e-07 -5.4454799965242277e-07 -1.0426821006603859e-07 -7.300391880562529e-07 1.0836246355254497e-06 -2.4906398283956851e-09 -6.9179666784943298e-07 1.0566898733941344e-06 4.9833889360611349e-07 5.9664919789341826e-07 -1.0226404847506794e-06 1.2784514364756642e-06 -8.9292551876951629e-07 1.6231225852357689e-06 -9.8951746024384261e-07 -1.3436300437516282e-06 -7.9639557810651245e-07 -5.2931522012773327e-09 9.4581479463438617e-07 -1.8695138409164785e-08 1.3854509883718233e-06 -3.3701238791650214e-07 -1.7531900628142695e-06 1.9774281627765199e-07 -3.6070114869549539e-07 -5.9643545858634194e-07 7.1106720514324958e-07 -4.5875550373399598e-07 7.3441565991043512e-07 7.0436308099240052e-07 -7.0020055353836597e-07
leaf_weight=23 20 20 25 21 65 21 25 39 27 28 39 30 36 26 22 36 2143 26 149 28 20 20 31 42 20 27 34 26 22 30
leaf_count=23 20 20 25 21 65 21 25 39 27 28 39 30 36 26 22 36 2143 26 149 28 20 20 31 42 20 27 34 26 22 30
internal_value=0 3.50833e-09 7.2429e-09 5.04165e-07 5.34374e-10 6.59823e-09 2.91726e-07 -2.18394e-09 2.80808e-09 -3.94443e-09 6.12031e-09 4.40127e-10 1.08347e-07 3.0373e-07 -1.44761e-07 -1.15539e-08 -2.3232e-08 1.12974e-07 1.58715e-08 1.48562e-07 6.67758e-07 -1.17483e-08 -5.67329e-07 1.62855e-07 3.461e-07 5.34607e-07 5.90349e-08 1.00925e-09 -7.67802e-09 -1.48869e-08
internal_weight=0 3101 3078 41 3037 3012 90 2922 2901 2862 2834 2807 505 285 220 198 2302 249 223 197 48 2272 51 162 120 100 61 2221 2195 2173
internal_count=3121 3101 3078 41 3037 3012 90 2922 2901 2862 2834 2807 505 285 220 198 2302 249 223 197 48 2272 51 162 120 100 61 2221 2195 2173
is_linear=0
shrinkage=0.1


Tree=8312
num_leaves=31
num_cat=0
split_feature=156 1428 43 1371 43 4 457 1371 150 474 484 12 151 2 2 2 52 42 16 16 128 3 15 12 2 16 133 133 52 49
split_gain=5.80996e-10 9.45599e-10 5.86768e-10 4.48237e-09 4.4176e-09 8.75233e-09 3.4023e-09 3.56771e-09 2.37917e-09 1.58137e-09 1.79226e-09 2.94613e-09 1.43282e-09 1.31966e-09 4.96213e-09 3.01986e-09 1.74218e-09 4.93804e-09 2.13006e-09 3.70118e-09 2.9463e-09 4.15301e-09 2.92818e-09 2.51888e-09 2.02928e-09 1.61435e-09 1.61279e-09 1.42991e-09 1.55082e-09 1.32622e-09
threshold=0.3248100000000001 0.10668500000000002 -0.081944999999999976 0.083235000000000017 -0.08287499999999999 -0.0065699999999999986 0.10613500000000002 0.083235000000000017 0.10699000000000002 0.10341500000000002 0.10126500000000001 0.22926500000000002 -0.50825999999999982 0.10803500000000001 0.11263500000000001 0.12358500000000001 0.10473500000000001 0.087745000000000004 -0.08231999999999999 -0.080954999999999985 0.085400000000000018 -0.095524999999999985 0.082685000000000022 0.099815000000000015 0.080205000000000012 -0.077879999999999991 0.017095000000000003 -0.0036349999999999998 0.029970000000000007 -0.0081349999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 6 -6 7 8 9 10 11 13 -4 16 -15 -16 18 -18 22 -20 23 -22 24 25 -1 -21 -17 -27 29 -29
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 14 15 26 17 -19 19 20 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=7.8743676203368356e-07 -5.0075092761032822e-07 6.8909231607960921e-07 8.290073606076475e-07 -1.3876573394355774e-06 2.076721558762162e-06 -2.4654085468047446e-07 -1.2831929387857599e-06 1.3234961529849984e-06 -7.9132437665268501e-07 8.7623484639400644e-07 -6.6234168556504944e-07 1.2183447904048774e-06 -2.1336834597256994e-08 -1.7294317621008305e-06 9.9710700011280058e-07 -1.0036165655907573e-06 -1.2601809723596839e-07 1.69707752964617e-06 1.4002818445424922e-06 7.8163397872764299e-07 1.53302396199706e-07 -1.7978331089807398e-06 -1.097324688939089e-06 1.2242154349451085e-06 -4.6835093433899951e-07 7.4153518937099723e-07 1.2651904179555069e-07 -2.2682229148807133e-07 -9.1128464063672254e-07 2.2493199461399113e-07
leaf_weight=22 23 20 20 24 31 34 20 21 36 22 37 21 2146 20 23 23 39 24 21 29 24 20 38 20 31 24 28 128 20 132
leaf_count=22 23 20 20 24 31 34 20 21 36 22 37 21 2146 20 23 23 39 24 21 29 24 20 38 20 31 24 28 128 20 132
internal_value=0 3.71138e-09 -7.42039e-10 -2.85445e-08 6.78249e-08 8.61477e-07 5.14277e-09 3.72308e-08 2.68918e-09 4.10062e-08 1.56263e-08 5.21399e-08 -1.34851e-08 1.53676e-08 -3.3187e-07 4.58488e-08 7.24313e-08 5.68495e-07 1.10325e-08 1.06481e-07 3.80434e-08 -7.33577e-07 -4.27402e-07 1.34223e-07 5.29194e-08 6.87577e-08 -3.8315e-07 7.53032e-10 -6.27426e-08 2.52988e-09
internal_weight=0 3098 3078 2190 888 65 823 803 782 746 724 687 2166 666 94 74 572 63 509 418 397 44 91 353 53 333 51 304 280 260
internal_count=3121 3098 3078 2190 888 65 823 803 782 746 724 687 2166 666 94 74 572 63 509 418 397 44 91 353 53 333 51 304 280 260
is_linear=0
shrinkage=0.1


Tree=8313
num_leaves=31
num_cat=0
split_feature=132 1186 132 15 0 12 3 2 2 482 39 0 0 483 484 42 13 124 124 123 123 3 40 42 124 123 4 33 34 9
split_gain=5.85281e-10 1.52815e-08 8.70833e-09 1.47094e-09 7.51529e-10 8.88147e-10 1.32385e-09 1.41989e-09 6.13774e-10 5.73936e-10 2.53822e-09 2.20803e-09 1.98195e-09 5.67159e-09 3.20601e-09 3.89152e-09 1.29759e-09 7.49677e-10 8.17642e-10 1.13002e-09 1.21554e-09 1.02431e-09 1.48731e-09 3.22388e-09 1.52402e-09 9.48757e-10 4.16798e-09 1.02357e-09 3.16904e-09 3.3593e-09
threshold=-0.083284999999999984 0.0044650000000000011 -0.076764999999999986 0.092400000000000024 -0.09515499999999999 0.11418000000000002 -0.080104999999999996 0.084245000000000014 0.085485000000000019 0.090355000000000005 0.15619500000000003 -0.059114999999999994 -0.077809999999999976 0.11517500000000001 -0.016164999999999995 0.089245000000000005 -0.082904999999999993 0.14970500000000003 0.096090000000000023 0.11679000000000002 0.08592000000000001 -0.022174999999999997 -0.07632499999999999 0.093775000000000011 -0.083229999999999985 0.084280000000000008 -0.0047449999999999992 0.085305000000000006 -0.057544999999999992 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 -6 -9 10 17 12 14 -14 -11 16 -16 18 19 20 25 -22 23 24 -23 27 -27 28 -4 -30
right_child=2 -3 9 -5 5 -7 -8 8 -10 11 -12 -13 13 -15 15 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=3.7519753617905406e-07 -2.0408830448187265e-06 2.6573138082529694e-06 9.389322507836875e-07 -8.3824009470845353e-07 -7.8347904680190028e-07 -6.5334785240076189e-07 6.7073321462351534e-07 4.6815981704639856e-07 -1.8872804349884424e-07 1.3880224606682965e-06 -1.1301503286631487e-06 1.1180857107071711e-06 -1.7006224327685362e-06 5.7240760191274127e-07 -3.3488570988746018e-08 -1.1194238316585886e-06 1.0287458735547262e-06 5.8192363936045284e-07 -6.4121698159169685e-07 6.5660288250604444e-07 2.0653109028704162e-07 -1.3829955435085138e-07 -1.14102314455522e-06 7.1614990430213727e-07 -1.3580275551459767e-06 -5.1614564773739767e-07 1.4762162129229528e-06 -6.004504345672299e-07 7.176470483196636e-09 -1.0405519957650481e-06
leaf_weight=38 21 22 36 25 27 26 23 25 33 21 20 22 21 23 23 22 23 22 20 26 28 20 25 23 21 21 21 28 2384 31
leaf_count=38 21 22 36 25 27 26 23 25 33 21 20 22 21 23 23 22 23 22 20 26 28 20 25 23 21 21 21 28 2384 31
internal_value=0 1.57645e-07 -1.18895e-08 -1.21506e-07 -1.73293e-08 -1.28643e-07 -2.325e-09 -1.84447e-07 9.44133e-08 2.90007e-09 -7.7429e-09 1.90079e-07 3.65742e-08 -5.12448e-07 3.08001e-07 -2.55354e-08 4.97629e-07 5.5279e-10 -4.21254e-09 5.69771e-10 -5.89606e-09 -3.2099e-07 -4.86952e-07 -2.31455e-07 -7.63038e-07 8.7275e-09 4.80035e-07 7.42454e-10 7.61043e-09 -6.27263e-09
internal_weight=0 219 2902 197 172 134 108 85 58 2881 2726 155 133 44 89 68 46 2706 2684 2664 2638 117 89 64 41 2521 42 2479 2451 2415
internal_count=3121 219 2902 197 172 134 108 85 58 2881 2726 155 133 44 89 68 46 2706 2684 2664 2638 117 89 64 41 2521 42 2479 2451 2415
is_linear=0
shrinkage=0.1


Tree=8314
num_leaves=31
num_cat=0
split_feature=48 48 0 1375 52 1375 1375 1375 457 150 16 150 2 1374 43 43 475 475 151 49 0 0 0 481 49 158 158 130 402 43
split_gain=5.27049e-10 9.98166e-10 1.01957e-09 7.14871e-10 2.80507e-09 1.10865e-09 1.28432e-09 1.25346e-09 8.1565e-10 8.14626e-10 4.05603e-09 1.08817e-09 6.47658e-09 1.58367e-09 8.53824e-10 5.91967e-09 3.37223e-09 4.03444e-09 2.75267e-09 7.07844e-09 2.20668e-09 7.53384e-09 3.3015e-09 2.51617e-09 1.9465e-09 1.92883e-09 3.45491e-09 1.7049e-09 3.28948e-09 2.96179e-09
threshold=-0.14001 -0.091869999999999993 -0.26609999999999995 0.089070000000000024 -0.080979999999999983 0.08456000000000001 0.083715000000000026 0.057835000000000004 -0.10142499999999997 0.11819500000000001 -0.071854999999999988 0.10980500000000001 0.087470000000000006 -0.08070999999999999 -0.082389999999999977 -0.083134999999999987 -0.085719999999999977 -0.08317999999999999 -0.093064999999999981 0.11560500000000001 -0.14723999999999998 -0.14116499999999996 -0.15090499999999998 -0.15447499999999997 -0.10774499999999999 0.10667500000000002 0.093160000000000007 0.085235000000000019 0.079755000000000006 -0.095589999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 7 8 -4 11 -11 13 -13 -10 15 16 -15 -18 19 -16 22 -22 -20 -23 -25 26 27 28 -19 -29
right_child=1 2 3 4 -6 -7 -8 -9 9 10 -12 12 -14 14 18 -17 17 25 20 -21 21 23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=4.0375999432740173e-07 -7.0833998051966777e-07 6.9481407243594214e-07 -5.6145583077802889e-07 5.8311120568532723e-07 -9.0147087567921908e-07 5.3889716410463072e-07 -6.4497798425397768e-07 7.2179885428624863e-07 8.6595820167054807e-07 1.0130644572206085e-06 -5.3355124900159956e-07 7.4978517933356097e-07 -1.6256035110018276e-06 1.08534828955036e-06 -2.0249957988956644e-06 1.5426371590963215e-06 -1.3803172691950751e-06 5.2965158843491809e-09 1.6109448453632399e-07 2.6251820238778766e-07 -1.6763990408159253e-06 -1.0002977614494039e-06 1.5124278777853934e-06 8.8508023878830508e-07 -2.1551599002345184e-08 -7.254471643847183e-07 1.2730284533577303e-06 5.9129589595841036e-07 -1.0498833897365501e-06 -6.0675525354816695e-07
leaf_weight=32 20 21 26 20 35 38 31 24 21 39 30 22 24 29 24 27 21 385 130 31 28 26 21 24 1779 32 23 100 32 26
leaf_count=32 20 21 26 20 35 38 31 24 21 39 30 22 24 29 24 27 21 385 130 31 28 26 21 24 1779 32 23 100 32 26
internal_value=0 -4.17255e-09 4.16358e-10 -4.36788e-09 -3.61623e-07 2.19711e-09 -4.70461e-09 2.08351e-09 -3.87275e-09 1.17149e-09 3.40623e-07 -7.17865e-09 -4.89548e-07 8.63755e-10 -5.77137e-09 9.18546e-08 3.14053e-08 -1.79717e-08 -3.77139e-08 -7.3567e-07 -1.85966e-08 -4.84897e-08 3.49028e-07 -2.35681e-08 -9.48329e-09 2.98699e-08 7.25733e-08 2.17253e-08 -7.56765e-08 3.44079e-07
internal_weight=0 3089 3069 3048 55 2993 2955 2924 2900 2874 69 2805 46 2759 2738 675 648 619 2063 55 2008 1857 151 1829 1803 598 566 543 417 126
internal_count=3121 3089 3069 3048 55 2993 2955 2924 2900 2874 69 2805 46 2759 2738 675 648 619 2063 55 2008 1857 151 1829 1803 598 566 543 417 126
is_linear=0
shrinkage=0.1


Tree=8315
num_leaves=31
num_cat=0
split_feature=12 42 1211 16 1211 1186 133 132 50 1211 132 52 399 130 16 394 129 394 1212 12 1211 1208 1208 402 1209 43 43 2 42 43
split_gain=5.35601e-10 1.12271e-09 5.2745e-10 1.92426e-09 2.94857e-09 6.50571e-10 3.19322e-09 2.00061e-09 2.43499e-08 1.78476e-08 1.73317e-09 1.25524e-09 1.22791e-09 2.1722e-09 1.19118e-09 6.95146e-10 2.19089e-09 7.09994e-10 2.25503e-09 9.91294e-10 7.55386e-10 6.95379e-10 6.99407e-10 6.97238e-10 1.33654e-09 7.10868e-10 1.06615e-09 2.77976e-09 6.11355e-09 1.99286e-09
threshold=0.23631000000000002 0.18223500000000001 0.11191500000000001 -0.069894999999999985 0.11986000000000001 0.057025000000000006 -0.025314999999999994 -0.083284999999999984 0.10022000000000002 0.10326000000000002 -0.044384999999999994 0.085815000000000016 0.091895000000000018 0.096010000000000012 -0.052894999999999991 -0.11103499999999998 -1.0000000180025095e-35 -0.0065099999999999993 0.089785000000000018 0.086420000000000011 0.088595000000000021 0.11531000000000001 0.10233500000000001 0.23460000000000003 0.10272000000000002 0.16180500000000003 0.084740000000000024 0.10060500000000001 0.081660000000000024 0.055925000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 7 11 8 12 10 -9 14 -1 -14 -7 -12 -17 18 19 -18 21 22 23 24 25 26 29 28 -28 -19
right_child=-2 -3 3 -5 -6 6 -8 9 -10 -11 15 -13 13 -15 -16 16 17 20 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=8.8979598089622416e-08 -4.8078349970598108e-07 7.322688664620121e-07 1.3890690891003033e-06 -4.2610296348427186e-07 -1.9828304696742098e-07 -6.3199463522778385e-07 -1.0663738358764683e-06 9.0607117261329445e-07 3.6162358209423929e-06 -2.9255112448958071e-06 5.5380549239006631e-07 7.9560489439245432e-07 -1.1942640600429276e-06 1.9562777321301508e-07 3.3476144621475283e-07 -8.9050958596966937e-07 -5.2704096169048604e-07 -1.6136591383496923e-08 1.2090797346786531e-06 4.0139578518589948e-07 -6.2175826087695896e-07 -5.4046998817132896e-07 4.7241913201164169e-07 -4.7680876583223334e-07 7.1359131127862319e-07 3.0677291229709783e-07 6.7069335375802645e-08 1.9140065707399747e-07 -2.1126088571773752e-06 6.2870321265071825e-07
leaf_weight=134 23 21 25 26 22 25 33 21 20 21 22 20 23 22 26 28 23 2187 20 23 20 24 31 31 26 70 31 52 22 49
leaf_count=134 23 21 25 26 22 25 33 21 20 21 22 20 23 22 26 28 23 2187 20 23 20 24 31 31 26 70 31 52 22 49
internal_value=0 3.57041e-09 -1.40283e-09 2.64189e-07 6.46053e-07 -7.85697e-09 -2.53599e-07 9.55849e-10 3.06953e-07 -2.1589e-08 1.16566e-09 1.24169e-07 -6.27989e-08 -5.14761e-07 -1.39139e-07 -5.98101e-09 -1.06512e-08 -1.2085e-09 3.22602e-07 -6.28226e-08 -9.61255e-09 -4.76003e-09 3.84842e-10 -5.54428e-09 4.50471e-10 -7.23997e-09 -1.66295e-08 -3.28052e-07 -8.37703e-07 -2.00549e-09
internal_weight=0 3098 3077 73 47 3004 104 2900 199 2701 2680 71 179 45 51 2659 2637 2609 66 46 2543 2523 2499 2468 2437 2411 2341 105 53 2236
internal_count=3121 3098 3077 73 47 3004 104 2900 199 2701 2680 71 179 45 51 2659 2637 2609 66 46 2543 2523 2499 2468 2437 2411 2341 105 53 2236
is_linear=0
shrinkage=0.1


Tree=8316
num_leaves=31
num_cat=0
split_feature=132 1185 1203 51 131 133 16 133 1208 1208 1209 3 1209 42 401 0 43 402 402 13 13 13 42 402 13 3 1213 13 3 12
split_gain=6.12181e-10 3.0949e-09 1.34098e-09 5.67328e-10 6.02489e-10 9.97584e-10 1.00614e-09 8.10014e-10 5.55013e-10 1.86241e-09 6.8461e-10 4.70336e-09 6.69748e-10 3.80893e-09 7.92763e-10 3.72295e-09 2.22937e-09 1.0898e-09 4.25252e-09 6.78601e-10 5.99767e-09 2.66757e-09 9.09918e-09 4.42951e-09 4.12799e-09 7.2429e-09 3.31168e-09 1.08889e-08 7.24616e-09 1.9592e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.096070000000000016 -0.076979999999999979 -0.37971999999999995 -0.077879999999999991 -0.5336749999999999 0.11846000000000001 0.10683000000000002 -0.087714999999999987 -0.082334999999999978 -0.065739999999999979 0.092145000000000019 -0.078179999999999986 -0.071924999999999989 0.05259500000000001 -0.45454999999999995 -0.40883999999999993 -0.087324999999999986 -0.087074999999999986 -0.088464999999999988 0.086325000000000013 -0.086719999999999978 -0.090799999999999978 -0.082154999999999992 -0.085049999999999987 -0.091904999999999987 -0.081459999999999991 0.096210000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 -6 9 10 11 -3 13 -12 15 16 -14 -16 -19 21 -21 23 -23 -20 26 -26 28 29 -25 -28
right_child=1 8 -4 -5 5 6 -8 -9 -10 -11 12 -13 14 -15 17 -17 -18 18 19 20 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=3.8129692612187684e-07 1.221826182916716e-06 1.5085042810997472e-06 -8.2055197407481936e-07 -5.7315217759423843e-07 -8.1538892767899349e-08 -9.1175885409534714e-08 6.8556754567474682e-07 -9.707678182735436e-07 4.8229931669159973e-07 -8.9683270121183698e-07 4.7034624913067095e-07 -4.7126084753910751e-07 5.1844331494521612e-07 -1.3337895604143508e-06 6.2937445119570371e-07 1.3276705949465397e-06 -7.6750187970122046e-07 -1.461811245349054e-06 -1.3682291983679368e-06 -1.6679425874082715e-06 -7.7114547998071558e-09 -2.2176717774244956e-07 2.1987669147165434e-06 -7.7511715341231697e-07 2.4110143112920923e-06 1.0757157876606619e-07 -8.5557574929014335e-08 -2.1060732006634892e-06 1.5745387544744258e-06 5.620667382738083e-07
leaf_weight=32 21 21 27 20 21 81 21 20 24 23 25 28 26 22 27 25 28 20 22 22 1989 41 25 21 20 43 310 26 35 55
leaf_count=32 21 21 27 20 21 81 21 20 24 23 25 28 26 22 27 25 28 20 22 22 1989 41 25 21 20 43 310 26 35 55
internal_value=0 1.22443e-08 -1.60056e-07 -6.86028e-08 -1.094e-08 -9.87133e-08 6.87419e-08 -5.15309e-07 3.41826e-09 -6.08767e-10 6.67246e-09 3.7721e-07 1.46098e-10 -3.74143e-07 6.57812e-09 3.1875e-07 -1.48343e-07 -2.70711e-09 -9.19863e-09 1.93677e-09 -2.58741e-08 9.54613e-08 6.95102e-07 2.10698e-08 8.10004e-08 8.38823e-07 -2.58069e-08 -1.28816e-07 6.93418e-07 1.20297e-08
internal_weight=0 2899 222 195 175 143 102 41 2878 2854 2831 49 2782 47 2735 79 54 2656 2629 2609 2011 598 66 532 510 63 447 391 56 365
internal_count=3121 2899 222 195 175 143 102 41 2878 2854 2831 49 2782 47 2735 79 54 2656 2629 2609 2011 598 66 532 510 63 447 391 56 365
is_linear=0
shrinkage=0.1


Tree=8317
num_leaves=31
num_cat=0
split_feature=1211 1 1 13 133 402 1186 393 401 52 133 133 402 1208 402 1210 124 15 97 374 34 34 33 34 4 4 2 4 4 151
split_gain=6.05644e-10 2.69984e-09 9.48145e-09 2.46118e-09 1.53195e-09 2.80722e-09 7.25796e-10 7.27621e-10 6.41177e-10 4.87136e-09 1.94094e-09 7.70561e-10 1.55171e-09 3.94852e-09 9.56592e-10 1.78827e-09 5.9993e-10 1.06778e-09 9.4576e-10 1.76087e-09 9.45828e-10 2.3409e-09 1.69193e-09 1.47161e-09 7.98423e-10 8.83262e-09 6.13628e-09 3.52951e-09 1.72302e-09 2.73448e-09
threshold=0.087635000000000005 0.094385000000000011 0.089475000000000013 -0.012549999999999997 -0.14794999999999997 -0.095444999999999988 -0.095479999999999982 0.10856500000000001 -1.0000000180025095e-35 0.10263500000000002 0.50628500000000021 0.41553500000000004 -0.12951499999999996 0.10233500000000001 0.23460000000000003 -0.094799999999999982 -0.087984999999999994 -0.10091499999999999 -0.085969999999999977 0.08987500000000001 -0.083689999999999987 -0.057544999999999992 -1.0000000180025095e-35 -0.14308499999999999 0.056795000000000005 0.053180000000000012 -1.0000000180025095e-35 0.058735000000000009 0.033845000000000007 0.056735000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 -1 8 9 -8 11 12 -10 14 15 -14 17 -17 -18 20 23 -22 -23 -20 25 26 -24 -26 29 -28
right_child=1 -3 -4 -5 5 -7 7 -9 10 -11 -12 -13 13 -15 -16 16 18 -19 19 -21 21 22 24 -25 27 -27 28 -29 -30 -31
leaf_value=-4.9931668352580045e-07 -2.6986558113690242e-07 -8.2855760684775647e-07 2.3141973672734041e-06 -7.4374671550359044e-07 -1.6948281840582655e-07 1.3793554617791415e-06 5.3827275879624587e-07 4.5497731269292404e-07 -6.5244917026563139e-07 -1.5094818016742857e-06 6.9632750293562712e-07 -5.7820751268404069e-07 7.8951665938932694e-07 1.2765433344460084e-06 -5.7330716951279707e-07 -9.419245227743684e-08 -6.5987823953274409e-07 6.9971372789190418e-07 1.0604363079768187e-07 7.8756238255866471e-07 9.2782041004004259e-07 -9.4204995079394397e-07 1.5331639057194482e-06 -1.0379606577445252e-06 1.3293756627387088e-06 -1.8446733796045685e-06 -5.547187673423921e-08 3.6190744264660455e-08 -6.1722074315853478e-07 5.1591916193739384e-07
leaf_weight=30 29 22 21 32 22 25 26 34 37 21 39 24 28 24 30 36 23 32 22 27 26 20 25 23 22 27 1736 519 51 88
leaf_count=30 29 22 21 32 22 25 26 34 37 21 39 24 28 24 30 36 23 32 22 27 26 20 25 23 22 27 1736 519 51 88
internal_value=0 1.95359e-07 3.6998e-07 -8.06234e-09 3.017e-07 6.54367e-07 -9.94145e-09 -4.94783e-09 -1.03289e-08 -3.76681e-07 -4.30634e-09 -1.3996e-08 -9.15294e-09 -5.25911e-10 -1.17324e-08 -5.50418e-09 -1.38197e-08 2.7941e-07 -2.14623e-08 -1.57842e-08 -2.42603e-08 -1.61265e-08 -2.59909e-08 -4.7867e-07 -1.85674e-08 -4.87045e-08 -2.31829e-08 8.87787e-08 -4.39342e-08 -2.79048e-08
internal_weight=0 151 129 108 76 47 2970 2940 2906 47 2859 2820 2796 2759 2735 2705 2677 68 2609 2586 2559 2514 2488 45 2468 1927 1900 541 1875 1824
internal_count=3121 151 129 108 76 47 2970 2940 2906 47 2859 2820 2796 2759 2735 2705 2677 68 2609 2586 2559 2514 2488 45 2468 1927 1900 541 1875 1824
is_linear=0
shrinkage=0.1


Tree=8318
num_leaves=31
num_cat=0
split_feature=48 160 48 43 48 16 48 124 48 97 34 15 15 15 402 15 1 15 15 39 2 50 132 1211 50 42 0 3 475 483
split_gain=5.40449e-10 3.12818e-09 1.65922e-09 5.32182e-09 2.6651e-09 1.87065e-09 1.2008e-09 1.32315e-09 1.62766e-09 1.40095e-09 3.34952e-09 1.96564e-09 1.53136e-08 1.48677e-08 1.94757e-09 1.65499e-09 2.21167e-09 1.52194e-09 2.43984e-09 1.77054e-09 3.4068e-09 1.26188e-09 9.32058e-09 1.36886e-08 4.65425e-09 2.69957e-09 4.30087e-09 3.21106e-09 2.21796e-09 3.8343e-09
threshold=0.089670000000000014 -0.41706499999999996 0.087555000000000008 -0.010739999999999998 0.086035000000000014 -0.087484999999999993 0.084670000000000009 -0.086844999999999992 0.082620000000000013 -0.049229999999999996 -0.057544999999999992 -0.10203999999999998 -0.097454999999999986 -0.11345499999999999 0.095140000000000016 -0.41396999999999995 0.13210500000000003 -0.094549999999999981 -0.092489999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090630000000000016 -0.083284999999999984 0.11048500000000001 0.089890000000000012 0.083595000000000017 -0.075934999999999989 -0.092174999999999993 -0.085774999999999976 0.087245000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 6 -6 7 -1 9 -9 -11 13 -13 14 15 -12 -17 -14 -19 -20 -21 24 -23 25 -22 26 27 -24 -27 -30
right_child=1 -3 3 -5 5 -7 -8 8 -10 10 11 12 17 -15 -16 16 -18 18 19 20 21 22 23 -25 -26 28 -28 -29 29 -31
leaf_value=4.5206628358025205e-07 -1.3246806673805622e-06 -4.4544163866339337e-08 -1.5981567149058696e-07 1.8648423719014319e-06 -1.4807517732151611e-06 -1.7126080630684253e-07 5.8397917034715251e-07 -6.4146312693634239e-07 -9.0008129511431904e-07 1.1434351811236464e-06 -8.2599684617824168e-08 -2.2728843869875466e-06 7.9425230931443967e-07 2.4384469570902312e-06 -8.1549168065191241e-07 1.1166950958427368e-07 1.3685563517572607e-06 -7.9015916131270503e-07 9.0056043656648976e-07 -1.1615223745309322e-06 -4.7375585261497921e-09 2.0877593205644492e-06 1.2101345598249163e-07 -2.0678782753691393e-06 -1.5395654850181016e-06 9.1638431760543426e-07 -4.1698145965850794e-07 1.5629976804754561e-06 1.1026782604768742e-07 -1.1862464580863835e-06
leaf_weight=66 20 419 37 20 20 24 37 33 20 26 146 30 24 28 26 42 21 39 22 25 1629 24 23 28 20 25 26 47 147 27
leaf_count=66 20 419 37 20 20 24 37 33 20 26 146 30 24 28 26 42 21 39 22 25 1629 24 23 28 20 25 26 47 147 27
internal_value=0 -1.02865e-07 1.68265e-08 5.50591e-07 5.23624e-09 -7.66484e-07 1.83923e-08 1.01663e-08 -1.60338e-09 5.70726e-09 1.45141e-08 2.27904e-09 -2.94834e-08 2.60243e-07 7.12618e-10 1.0225e-07 5.30632e-07 2.47387e-09 -6.65326e-09 8.30353e-09 -1.40931e-09 1.31212e-08 1.86451e-07 4.51778e-08 -2.33528e-08 2.45739e-07 6.81278e-07 1.0892e-06 3.56298e-08 -9.09154e-08
internal_weight=0 439 2682 57 2625 44 2581 2544 2478 2458 2425 2399 2136 263 235 209 63 2106 2082 2043 2021 1996 347 323 1649 295 96 70 199 174
internal_count=3121 439 2682 57 2625 44 2581 2544 2478 2458 2425 2399 2136 263 235 209 63 2106 2082 2043 2021 1996 347 323 1649 295 96 70 199 174
is_linear=0
shrinkage=0.1


Tree=8319
num_leaves=31
num_cat=0
split_feature=1211 50 16 3 1211 399 12 15 1208 1208 402 1209 132 1185 393 43 390 482 120 52 482 52 42 43 9 3 15 10 11 13
split_gain=7.39499e-10 2.26563e-09 1.18124e-09 1.75888e-09 1.31742e-09 6.64055e-10 1.30126e-09 1.31945e-09 6.56477e-10 6.73152e-10 7.94831e-10 1.37355e-09 6.34666e-10 6.27356e-10 7.67489e-10 1.36686e-09 7.35298e-10 6.75136e-10 2.04802e-09 3.52742e-09 1.85359e-09 7.16435e-09 6.18029e-09 3.27834e-09 1.08986e-09 1.87132e-09 1.18121e-09 1.66063e-09 1.15257e-09 1.00112e-09
threshold=0.087635000000000005 0.096900000000000014 -0.08947999999999999 -0.082334999999999978 0.11986000000000001 0.091895000000000018 0.09474500000000001 0.085730000000000015 0.11531000000000001 0.10233500000000001 0.23460000000000003 0.10819500000000001 -0.0093349999999999978 0.093750000000000014 0.09389500000000002 -0.0095349999999999983 0.087590000000000015 0.090355000000000005 1.0000000180025095e-35 -0.049749999999999996 0.098465000000000011 -0.026204999999999996 0.096450000000000022 -0.067199999999999996 0.092890000000000014 -0.022174999999999997 -0.5556049999999999 0.053330000000000009 -1.0000000180025095e-35 -0.080759999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 12 8 7 -7 9 10 11 13 -4 14 16 -16 17 18 24 -20 21 -19 23 29 26 -26 -1 28 -28 -22
right_child=1 -3 4 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 20 19 -21 22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=6.459824764813395e-07 -2.2719559865436169e-07 9.9380969080205731e-07 -3.6329249724076363e-07 1.0685390846405921e-06 -7.8785024234443539e-07 -1.4495126972336871e-07 1.966205870000219e-07 -1.2555350884113636e-06 -5.0369086466162118e-07 4.6453045836041121e-07 -5.159957398367017e-07 7.3939636502018407e-07 3.5060936986817317e-07 -5.3704461994253842e-07 7.8588591711856928e-07 -1.6404273997596064e-07 4.4008237472957663e-07 -5.153568163248937e-07 2.0184652328225638e-07 -1.6762960531480075e-06 4.1734051807672973e-07 2.0669126878861528e-06 -1.3776329432438126e-06 1.4680566816120214e-06 -1.8215173646751737e-07 1.1858090378069619e-06 6.9914693974417543e-07 -6.9644395406723219e-07 -2.8046554930156912e-08 -3.6765537458904873e-07
leaf_weight=26 20 30 20 22 26 23 30 20 26 31 30 25 33 22 33 28 36 22 20 20 33 21 26 21 20 20 22 37 2346 32
leaf_count=26 20 30 20 22 26 23 30 20 26 31 30 25 33 22 33 28 36 22 20 20 33 21 26 21 20 20 22 37 2346 32
internal_value=0 2.15883e-07 2.30091e-08 4.51523e-07 -2.04808e-07 -1.0972e-08 -3.08849e-07 -6.61502e-07 -3.46595e-09 1.06413e-09 -3.99484e-09 1.47136e-09 8.12124e-08 -5.15274e-09 -9.17623e-10 3.49853e-07 -8.83658e-09 -1.48985e-08 -2.74013e-08 -7.37225e-07 1.87647e-07 7.45752e-07 -2.6625e-08 3.81819e-07 -1.59109e-08 5.01829e-07 -2.44298e-08 -3.16775e-08 -2.12905e-08 3.0881e-08
internal_weight=0 151 121 42 79 2970 73 43 2897 2871 2840 2810 53 2785 2763 61 2702 2666 2511 40 155 43 112 86 2471 40 2431 2405 2368 65
internal_count=3121 151 121 42 79 2970 73 43 2897 2871 2840 2810 53 2785 2763 61 2702 2666 2511 40 155 43 112 86 2471 40 2431 2405 2368 65
is_linear=0
shrinkage=0.1


Tree=8320
num_leaves=31
num_cat=0
split_feature=1211 1203 43 43 12 1212 1212 484 484 12 49 1452 1455 1455 482 482 12 120 4 33 482 133 481 480 1447 1447 1447 51 51 2
split_gain=5.98962e-10 2.19432e-09 1.73012e-09 2.32685e-09 1.12656e-09 1.83147e-09 1.04445e-09 6.13793e-10 2.09762e-09 2.02578e-09 4.84557e-09 1.29294e-09 1.3656e-09 2.51804e-09 2.12991e-09 1.14127e-09 3.44737e-09 1.84917e-09 1.27414e-09 1.15505e-09 1.0098e-09 9.86195e-10 4.30599e-09 3.53302e-09 3.52632e-09 4.58875e-09 2.69579e-09 2.51467e-09 7.77487e-09 8.81645e-09
threshold=0.087635000000000005 0.089480000000000018 -0.0087399999999999995 -0.0017249999999999998 0.095175000000000023 0.10083000000000002 0.12472500000000002 0.12955000000000003 0.11803500000000001 0.090695000000000012 0.092185000000000017 -0.073879999999999987 -0.097209999999999977 -0.089344999999999994 0.11191500000000001 0.090355000000000005 0.088245000000000004 1.0000000180025095e-35 0.63113500000000011 -0.044254999999999996 0.087870000000000018 0.0033250000000000003 -0.11184999999999999 0.11240000000000001 -0.086279999999999982 -0.084549999999999986 1.0000000180025095e-35 0.020580000000000005 0.090050000000000005 0.081685000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 5 -5 -6 8 11 10 -9 -1 -13 -14 15 17 -17 18 19 -15 21 23 -23 26 -24 -26 -21 -27 29 -29
right_child=1 -3 3 4 6 -7 -8 9 -10 -11 -12 12 13 14 -16 16 -18 -19 -20 20 -22 22 24 -25 25 27 -28 28 -30 -31
leaf_value=7.2222660101317621e-07 -7.6720904318831757e-07 1.1427654228446911e-06 1.1234534164052753e-06 3.2192761712697882e-07 -1.5189503073997913e-07 -9.4484738724531778e-07 8.7008935565791036e-07 -1.4174685585288672e-07 -8.634440084606389e-07 -4.8929136037637974e-07 1.8424474817280158e-06 -8.3824681325950227e-07 1.0566558645760696e-06 7.4169108074784165e-07 -8.5545328602165679e-07 -9.159779347522057e-08 1.3099427598297972e-06 -7.029476485525103e-07 7.8583293230849447e-07 -6.0541428035013818e-08 -7.2899983294405502e-07 1.3603947291471741e-06 -9.398870236765334e-07 -1.1971160391668593e-06 1.4637589718246171e-06 -3.5702431488892706e-08 9.4714721583428665e-07 2.4472503253036849e-07 -1.6597656189295172e-07 3.0616038088737698e-06
leaf_weight=24 22 21 22 21 20 25 20 32 29 24 20 20 22 20 30 54 26 39 20 1586 20 25 36 27 23 746 27 25 75 20
leaf_count=24 22 21 22 21 20 25 20 32 29 24 20 20 22 20 30 54 26 39 20 1586 20 25 36 27 23 746 27 25 75 20
internal_value=0 1.94296e-07 4.10812e-08 2.05733e-07 -2.90328e-08 -3.66537e-07 3.59097e-07 -9.86877e-09 -1.72358e-08 2.70659e-07 6.21405e-07 -8.67031e-09 -1.48447e-08 -9.00707e-09 -1.73831e-08 -8.30328e-09 3.63903e-07 -1.93767e-08 -9.31662e-09 -1.53634e-08 -2.11646e-08 -1.56987e-08 6.53772e-08 -6.26633e-08 3.03767e-08 6.96675e-08 -4.36737e-08 3.2642e-08 4.57516e-07 1.49667e-06
internal_weight=0 151 130 108 86 46 40 2970 2894 76 52 2865 2841 2821 2799 2769 80 2689 2650 2630 2610 2590 950 1640 925 889 1613 866 120 45
internal_count=3121 151 130 108 86 46 40 2970 2894 76 52 2865 2841 2821 2799 2769 80 2689 2650 2630 2610 2590 950 1640 925 889 1613 866 120 45
is_linear=0
shrinkage=0.1


Tree=8321
num_leaves=31
num_cat=0
split_feature=46 46 47 0 15 3 47 13 13 160 42 42 13 16 34 34 39 11 10 0 148 447 147 16 0 158 3 13 16 3
split_gain=6.07225e-10 9.01608e-10 6.10689e-10 6.00333e-09 2.16246e-08 9.32882e-09 3.84679e-09 1.06245e-09 1.67152e-09 1.07488e-09 2.13107e-09 8.99009e-10 2.01804e-09 8.77423e-10 8.6129e-10 8.53856e-10 4.21801e-09 1.16633e-09 8.26956e-10 3.27448e-09 9.00066e-10 1.2585e-09 1.12283e-09 8.82641e-10 1.93656e-09 1.76639e-09 2.82732e-09 1.73589e-09 9.09599e-10 1.901e-09
threshold=0.10987500000000001 0.083550000000000013 0.092710000000000015 -0.10224499999999999 -0.11033999999999998 -1.0000000180025095e-35 0.090280000000000013 -0.085154999999999995 -0.080759999999999985 -0.016279999999999996 0.094165000000000013 0.089625000000000024 0.016935000000000002 -0.011989999999999999 -0.10561499999999999 -0.057544999999999992 0.089790000000000023 -1.0000000180025095e-35 -0.0093599999999999985 -0.086554999999999979 -0.10069499999999999 0.094580000000000011 0.092070000000000013 -0.5009849999999999 -0.23091999999999999 0.077000000000000013 -0.080734999999999987 -0.079299999999999995 -0.40995499999999996 -0.07928499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 7 14 13 -9 -10 11 12 -11 -5 -1 16 -16 -17 19 -19 -20 22 23 25 -25 26 -22 -27 29 -26
right_child=-2 -3 3 5 -6 -7 -8 8 9 10 -12 -13 -14 -15 15 17 -18 18 20 -21 21 -23 -24 24 28 27 -28 -29 -30 -31
leaf_value=-5.3644424361930861e-07 5.2352134008902915e-07 -5.6859168913498642e-07 1.1267210928853557e-07 -9.351039267357919e-07 -3.6324364270426272e-06 1.9517322657520707e-06 1.3332546155259645e-06 7.978959640553285e-07 3.3313258726545762e-07 -9.2627575679929657e-07 -1.085121910136877e-06 5.5955170637389532e-07 4.2819056667233533e-07 -8.0009765213162612e-08 1.0171688565390305e-06 -7.2229541052076298e-07 -6.6777707340056245e-07 1.3839311084969572e-06 5.7455171608361766e-07 -1.5811113335928441e-07 2.219598044916893e-07 -6.6086992470643665e-07 5.4113722254512417e-07 8.6535891844400457e-07 -1.1717986947385523e-07 6.5202107601509918e-07 -1.2936923604378593e-06 -3.4911734318349538e-07 -1.45089804769502e-08 8.433961376771263e-07
leaf_weight=29 22 28 58 24 21 25 22 24 38 22 25 20 22 24 39 22 24 21 27 40 20 29 38 26 45 29 32 43 2244 38
leaf_count=29 22 28 58 24 21 25 22 24 38 22 25 20 22 24 39 22 24 21 27 40 20 29 38 26 45 29 32 43 2244 38
internal_value=0 -3.70817e-09 1.44218e-09 -1.3334e-07 -8.82863e-07 1.31001e-07 1.61961e-08 -9.7734e-08 3.25408e-08 -1.12093e-07 -3.0219e-07 3.64312e-09 -2.49043e-07 -5.07557e-07 5.64432e-09 1.14303e-08 3.75285e-07 2.79323e-09 8.854e-09 3.72756e-07 2.20003e-10 -5.8755e-09 1.67712e-09 -6.59881e-09 7.10461e-09 -2.66632e-07 -7.10749e-07 5.4119e-08 -2.48483e-09 3.22602e-07
internal_weight=0 3099 3071 303 79 224 2768 199 151 127 89 64 44 48 2746 2717 63 2654 2632 61 2571 2544 2515 2477 2353 124 52 72 2327 83
internal_count=3121 3099 3071 303 79 224 2768 199 151 127 89 64 44 48 2746 2717 63 2654 2632 61 2571 2544 2515 2477 2353 124 52 72 2327 83
is_linear=0
shrinkage=0.1


Tree=8322
num_leaves=31
num_cat=0
split_feature=456 2 3 456 130 40 42 483 479 480 15 1453 48 48 160 150 150 160 52 13 1455 16 15 2 2 47 43 15 3 1453
split_gain=5.94563e-10 2.06759e-09 2.70666e-09 8.40953e-10 9.64646e-10 1.30524e-09 8.33876e-10 1.15066e-09 1.08856e-09 1.11817e-09 2.65525e-09 9.20541e-10 8.27741e-10 1.77333e-09 2.55344e-09 2.15971e-09 6.64089e-09 4.87415e-09 2.25625e-09 2.05277e-09 1.59006e-09 1.23868e-09 1.99641e-09 3.03441e-09 2.52613e-09 3.4492e-09 1.86371e-09 1.59462e-09 1.53264e-09 1.21031e-09
threshold=0.091580000000000009 0.087675000000000017 -0.078934999999999991 0.089235000000000023 -0.23123999999999997 -0.24134999999999998 0.15021500000000002 -0.47181499999999993 0.11198500000000002 -0.080264999999999989 -0.010414999999999999 0.10676500000000001 0.086035000000000014 0.087555000000000008 0.11205000000000002 0.099590000000000026 0.090480000000000019 0.090195000000000011 0.31299000000000005 -0.0090849999999999976 0.079300000000000009 -0.020119999999999996 -0.12255999999999999 0.11237500000000002 0.090675000000000019 0.092710000000000015 -0.078469999999999984 -0.079249999999999987 -0.084964999999999985 -0.085754999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 -7 9 10 -9 12 29 19 15 16 17 18 20 -14 21 22 24 -24 -15 -26 27 28 -23 -11
right_child=1 2 -4 -5 5 6 -8 8 -10 11 -12 -13 13 14 -16 -17 -18 -19 -20 -21 -22 26 23 -25 25 -27 -28 -29 -30 -31
leaf_value=6.579540829741084e-07 9.1296653918547125e-07 -1.0376971721726136e-06 4.1322543377692652e-07 -5.0193069799821815e-07 -7.9225696394825632e-07 6.1015310961920485e-07 5.7400852483624475e-07 -3.0704945099084093e-07 -5.8342243232628434e-07 -6.6340576377290117e-07 1.1385575623568946e-06 -6.9020681067399895e-07 -6.828465080572988e-08 6.7912867528455673e-07 8.9005839750090948e-07 -1.0139308044925927e-06 1.6142698755898395e-06 -1.4942578419462596e-06 -8.1879817063818599e-07 -1.4838756641211148e-06 7.82858299999134e-07 -3.8224467061809261e-07 1.5069178815614896e-06 -6.9909983579918844e-08 -1.5204479793629574e-06 6.2199515866723236e-08 1.1820140908668461e-07 -7.0897137902647954e-09 -1.59177968932702e-06 2.2713135790015662e-08
leaf_weight=22 31 20 36 34 21 30 25 24 33 26 27 20 21 27 26 26 22 26 36 20 25 20 23 26 21 40 63 25 22 2303
leaf_count=22 31 20 36 34 21 30 25 24 33 26 27 20 21 27 26 26 22 26 36 20 25 20 23 26 21 40 63 25 22 2303
internal_value=0 2.57749e-07 -1.04961e-07 -7.3932e-09 -1.78844e-09 -6.6623e-09 -1.08317e-09 -5.98674e-09 -1.23562e-08 -5.78766e-09 4.58272e-07 -1.41862e-08 -9.35401e-09 -1.30559e-07 -7.03758e-08 -1.32493e-07 -7.15429e-08 -1.76311e-07 -7.18396e-08 -7.58817e-07 2.02512e-08 -5.11539e-08 1.58661e-07 6.70234e-07 -1.26193e-07 -4.82646e-07 -2.72266e-07 -6.39422e-07 -1.01581e-06 1.50536e-08
internal_weight=0 87 56 3034 3000 2978 2957 2932 2902 2869 51 2818 2798 469 428 402 376 354 328 41 292 267 137 49 88 61 130 67 42 2329
internal_count=3121 87 56 3034 3000 2978 2957 2932 2902 2869 51 2818 2798 469 428 402 376 354 328 41 292 267 137 49 88 61 130 67 42 2329
is_linear=0
shrinkage=0.1


Tree=8323
num_leaves=31
num_cat=0
split_feature=130 12 456 13 1 13 1453 456 456 456 475 484 1372 4 1 52 1452 52 52 16 12 155 376 123 123 39 3 133 1 10
split_gain=6.09567e-10 7.3484e-10 6.0733e-10 1.91784e-09 3.94948e-09 2.96781e-09 8.81442e-10 8.47773e-10 1.94535e-09 1.02244e-09 1.06247e-09 7.04136e-09 3.80221e-09 1.85904e-09 2.91444e-09 3.33725e-09 1.00905e-09 8.90613e-10 1.02655e-09 1.17182e-09 5.2496e-09 2.33239e-09 9.92078e-10 1.28413e-09 1.71672e-09 3.98909e-09 1.19424e-09 1.12489e-09 9.75197e-10 3.41414e-09
threshold=-0.22699999999999995 0.23631000000000002 0.088285000000000016 -0.08459499999999999 0.086920000000000011 -0.082904999999999993 -0.087504999999999986 0.087555000000000008 0.085800000000000015 0.041000000000000002 -0.085754999999999984 0.085790000000000019 -0.082274999999999987 -0.0047449999999999992 0.08776500000000001 -0.53964499999999982 -0.073879999999999987 -0.56368999999999991 -0.55692499999999978 0.62925500000000012 0.089625000000000024 0.11245500000000001 0.087010000000000018 0.08592000000000001 0.090420000000000014 0.089790000000000023 -0.010424999999999999 0.090445000000000011 0.13743000000000002 0.09820000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -5 -2 8 9 10 11 13 -12 14 -8 -16 -14 -18 -19 21 -21 22 23 28 -25 -26 -27 -24 29 -20
right_child=1 -3 3 5 -6 -7 7 -9 -10 -11 12 -13 16 -15 15 -17 17 18 19 20 -22 -23 27 24 25 26 -28 -29 -30 -31
leaf_value=-4.8217449443764226e-07 -5.2320235431924438e-07 6.0824445654361629e-07 1.5859535396884894e-06 -1.178288807750505e-06 -4.1073900240155277e-08 2.630525307836251e-07 -8.9315175764730681e-07 5.5428321069762714e-07 -7.8403671448512575e-07 5.4511699829618012e-07 1.3812322532658072e-06 -1.8748581975041423e-06 6.8767866355842891e-07 7.8399354405379349e-07 -2.8795448746390513e-07 1.3079315829145345e-06 -5.9063799627578057e-07 7.1122479511132047e-07 -2.901689004355016e-09 -1.6978168167725018e-06 5.6594233580567338e-07 1.0500919984224311e-06 7.7468562300750557e-07 -9.608115151009275e-07 1.0179765338720741e-06 -1.1101554567479373e-07 -1.1774905217976085e-06 -5.8212608995554848e-08 -3.3035001294479117e-07 1.2780831589171137e-06
leaf_weight=26 33 20 25 20 37 50 35 27 32 34 20 23 21 26 38 20 26 20 2255 20 21 21 34 33 22 21 21 31 88 21
leaf_count=26 33 20 25 20 37 50 35 27 32 34 20 23 21 26 38 20 26 20 2255 20 21 21 34 33 22 21 21 31 88 21
internal_value=0 4.0544e-09 1.24713e-10 2.09969e-07 6.14986e-07 -1.48759e-07 -9.28728e-09 -3.45938e-09 -8.68277e-09 1.99032e-11 -6.55919e-09 -2.73112e-07 7.59051e-09 3.64696e-08 -1.72516e-07 2.62351e-07 -2.75707e-09 -8.26168e-09 -2.45578e-09 -7.97109e-09 -5.3833e-07 5.663e-10 -8.15897e-09 -1.83439e-08 -3.74948e-07 -7.28616e-08 -6.44253e-07 3.77457e-07 -3.71166e-09 8.91759e-09
internal_weight=0 3095 3075 132 62 70 2943 2910 2883 2851 2817 142 2675 119 93 58 2655 2634 2608 2588 41 2547 2526 2461 97 64 42 65 2364 2276
internal_count=3121 3095 3075 132 62 70 2943 2910 2883 2851 2817 142 2675 119 93 58 2655 2634 2608 2588 41 2547 2526 2461 97 64 42 65 2364 2276
is_linear=0
shrinkage=0.1


Tree=8324
num_leaves=31
num_cat=0
split_feature=12 42 10 4 0 51 11 46 44 1429 156 475 12 1429 157 475 43 15 1 1 123 1 376 3 51 52 47 2 457 48
split_gain=5.89877e-10 9.45826e-10 5.45753e-10 7.37856e-09 2.10512e-08 1.54213e-08 8.34695e-10 6.05207e-10 1.03313e-09 9.99038e-10 1.43925e-09 1.04919e-09 2.0453e-09 1.38472e-09 8.04988e-10 8.2911e-10 1.20382e-09 8.20618e-10 7.8089e-10 2.24752e-09 2.04419e-09 2.79431e-09 1.49613e-09 1.0871e-09 2.83313e-09 5.1344e-09 2.40165e-09 6.52649e-09 3.75863e-09 3.74198e-09
threshold=0.23631000000000002 0.18223500000000001 -0.011559999999999999 0.053180000000000012 -0.10151999999999999 0.080335000000000018 -1.0000000180025095e-35 0.10987500000000001 0.083555000000000018 -0.23587499999999997 0.3248100000000001 0.051590000000000004 0.095175000000000023 0.12387000000000002 0.32331500000000007 -0.10664 -0.076484999999999984 0.17980000000000004 0.13686500000000004 0.13471500000000003 0.090420000000000014 0.14326500000000003 0.088720000000000007 -0.0096849999999999974 -0.14283999999999999 -0.092399999999999982 0.092165000000000011 0.081135000000000013 -0.052389999999999992 0.089025000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -4 8 9 -8 11 13 -13 14 15 16 -11 18 19 22 21 -20 23 -17 -25 -26 27 -27 -29 -30
right_child=-2 -3 6 4 -6 -7 7 -9 -10 10 -12 12 -14 -15 -16 17 -18 -19 20 -21 -22 -23 -24 24 25 26 -28 28 29 -31
leaf_value=-3.0826102450925482e-06 -5.0455774607658188e-07 6.7258071599748554e-07 6.3528251801125451e-07 3.0595936864518172e-06 -9.9053285077499113e-07 4.5537293321526054e-07 6.7524182389371907e-07 5.3751276824630711e-07 -6.8394549266124409e-07 4.4063887057651151e-08 -8.4655872349515e-07 -1.9911406303808923e-08 1.1859579155332706e-06 -8.1320426402055009e-07 6.1867733025099464e-07 -1.8837679579705134e-08 -1.0064135719289878e-06 4.9979730337409742e-07 -1.4460666304690526e-06 1.038778288766534e-06 4.3712703904828591e-07 -1.0466160321439847e-07 -7.5469565278861134e-07 1.0102189545730451e-06 -9.4261579544425247e-07 1.8804693052061339e-06 -4.7706864793132441e-07 1.4449379532792473e-06 3.1146815300888066e-07 -6.6200213123837876e-07
leaf_weight=22 23 21 21 21 33 28 22 21 22 24 20 39 22 21 21 2183 20 33 24 21 28 44 26 36 43 25 41 21 140 55
leaf_count=22 23 21 21 21 33 28 22 21 22 24 20 39 22 21 21 2183 20 33 24 21 28 44 26 36 43 25 41 21 140 55
internal_value=0 3.74566e-09 -8.1902e-10 -2.25991e-07 5.84516e-07 -1.10134e-06 7.05785e-09 2.58877e-09 -1.24385e-09 3.91924e-09 -1.19648e-09 4.70071e-09 4.14992e-07 -4.21867e-09 1.8814e-09 -2.80482e-09 -4.33426e-07 4.1611e-09 -1.92598e-09 8.45081e-09 -2.81991e-07 -5.78099e-07 3.17903e-11 7.7452e-09 1.68494e-07 7.52571e-08 2.30465e-07 3.50833e-07 1.73792e-07 3.68996e-08
internal_weight=0 3098 3077 104 54 50 2973 2952 2931 2909 2887 2867 61 2806 2785 2764 44 2720 2687 2591 96 68 2570 2544 361 325 282 241 216 195
internal_count=3121 3098 3077 104 54 50 2973 2952 2931 2909 2887 2867 61 2806 2785 2764 44 2720 2687 2591 96 68 2570 2544 361 325 282 241 216 195
is_linear=0
shrinkage=0.1


Tree=8325
num_leaves=31
num_cat=0
split_feature=130 12 4 11 9 33 1 2 9 4 0 39 40 51 52 40 12 123 15 46 0 48 16 148 43 1375 1375 1375 13 2
split_gain=5.67275e-10 7.10196e-10 6.66489e-10 6.22257e-10 1.33617e-09 2.3031e-09 1.77565e-09 9.69805e-10 1.08478e-09 7.80754e-09 1.00061e-09 6.92481e-10 1.62278e-09 1.30737e-09 1.02177e-09 8.90629e-10 7.40477e-10 8.56111e-10 7.14197e-10 8.01013e-10 2.20296e-09 7.49591e-10 1.76985e-09 1.25603e-09 1.08497e-09 3.95017e-09 2.89891e-09 3.09964e-09 2.03908e-09 3.52408e-09
threshold=-0.22699999999999995 0.23631000000000002 0.62931500000000018 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 0.12958500000000003 -0.045829999999999989 -0.013509999999999999 0.053180000000000012 -0.068189999999999987 0.087470000000000006 -0.083564999999999987 -0.23823499999999997 -0.10925999999999998 -0.08267999999999999 -0.077884999999999996 0.088205000000000019 -0.46471999999999997 0.10253500000000002 -0.26609999999999995 -0.089814999999999992 -0.0068949999999999992 -0.10665499999999999 -0.081944999999999976 -0.15308499999999997 -0.15308499999999997 -0.068444999999999992 0.10002500000000002 0.11093500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6 10 9 -9 -7 12 -10 -13 -15 -16 17 -17 -14 20 -20 22 -22 -23 25 -25 -26 -28 -29 -30
right_child=1 -3 -4 4 6 7 -8 8 11 -11 -12 13 18 14 15 16 -18 -19 19 -21 21 23 -24 24 26 -27 27 28 29 -31
leaf_value=-4.6515503063696654e-07 4.9236218160331189e-07 5.9787583040815671e-07 -4.161624758206759e-07 9.4581726163876464e-07 -1.2393398915655496e-06 -9.6452821636495125e-07 9.3196201760292747e-08 1.4125090755120105e-06 -8.1624575045680112e-07 -7.3426015108069014e-07 -9.7892878190093499e-09 -5.6477790849385207e-07 -4.5548492932669308e-07 9.6134843943218593e-07 6.3238857300555487e-07 1.6767138801141199e-07 5.766240661841949e-07 -5.2197870672898724e-07 1.0244327270248461e-06 -6.0158341571278391e-07 9.9470042111230823e-07 -8.0076809496176802e-07 -2.1974448524512506e-07 1.336504240953218e-06 -1.0202561939346803e-06 5.5623848011590951e-08 1.150622227638368e-06 -6.0935650216654112e-08 -3.5189293839721359e-07 1.4454409480890719e-06
leaf_weight=26 26 20 38 26 20 21 20 36 25 32 23 20 35 20 34 45 20 30 21 22 24 20 24 25 30 652 22 1720 20 24
leaf_count=26 26 20 38 26 20 21 20 36 25 32 23 20 35 20 34 45 20 30 21 22 24 20 24 25 30 652 22 1720 20 24
internal_value=0 3.90317e-09 3.99376e-11 5.24761e-09 1.04137e-09 8.77093e-09 -5.73072e-07 4.98197e-10 7.56547e-09 4.02265e-07 -4.6546e-07 -1.90842e-09 -1.43609e-08 1.94384e-07 2.96285e-07 1.93175e-07 3.59824e-08 -1.08189e-07 -6.76445e-09 -7.33258e-10 4.3863e-09 -3.978e-09 3.87478e-07 -1.14551e-08 -5.12284e-09 1.02924e-07 -4.54023e-08 -2.90274e-08 -4.37396e-08 6.28471e-07
internal_weight=0 3095 3075 3037 3011 2971 40 2945 2901 68 44 2833 2664 169 149 129 95 75 2639 2604 2582 2561 48 2513 2493 677 1816 1786 1764 44
internal_count=3121 3095 3075 3037 3011 2971 40 2945 2901 68 44 2833 2664 169 149 129 95 75 2639 2604 2582 2561 48 2513 2493 677 1816 1786 1764 44
is_linear=0
shrinkage=0.1


Tree=8326
num_leaves=31
num_cat=0
split_feature=12 130 46 97 34 104 34 9 10 9 1426 157 15 482 4 0 484 16 482 39 3 3 3 4 12 12 133 3 12 49
split_gain=5.79309e-10 8.52101e-10 5.65979e-10 9.14955e-10 1.16299e-09 1.81898e-09 1.4564e-09 1.8146e-09 4.21493e-09 1.85975e-09 9.13271e-10 2.39456e-09 8.03094e-10 6.38158e-10 2.60048e-09 1.83372e-09 1.66836e-09 2.1628e-09 1.14805e-09 9.94994e-10 1.07416e-09 2.98096e-09 2.59723e-09 5.83789e-09 2.14323e-09 4.69601e-09 8.07533e-09 5.79376e-09 4.52163e-09 3.62383e-09
threshold=0.23631000000000002 -0.22461999999999996 0.084955000000000017 -0.086464999999999986 -0.08786999999999999 0.083745000000000014 -0.057544999999999992 0.091600000000000015 0.094860000000000014 0.082870000000000013 -0.061919999999999996 -0.0048549999999999991 -0.56020999999999987 0.080200000000000007 -0.069389999999999993 -0.082484999999999989 0.12955000000000003 0.058835000000000005 0.089605000000000018 -0.020804999999999994 -0.016324999999999996 -0.011549999999999998 -0.045649999999999989 -0.011209999999999999 0.085355000000000014 0.085055000000000006 -0.017654999999999997 -0.081054999999999974 0.085635000000000003 -0.0095499999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 9 -9 10 11 -8 -12 19 -15 18 17 -17 -16 -14 22 -22 24 -24 25 27 -27 29 -26 -21
right_child=-2 2 -4 4 5 -7 7 8 -10 -11 12 -13 13 14 15 16 -18 -19 -20 20 21 -23 23 -25 28 26 -28 -29 -30 -31
leaf_value=5.6302882327414676e-07 -5.0002398715467124e-07 -6.34764565022727e-07 3.5082506225118477e-07 5.6332615601364621e-07 7.4324622392378641e-07 -9.3587826150775573e-07 2.3250855452648403e-07 -1.7270526888069074e-06 1.7368330864948285e-07 9.3929244637062463e-07 -6.2892382288737283e-07 -1.1256882810357639e-06 -5.3565914998086686e-07 9.9064365593128727e-07 9.8795492154598236e-07 -1.4648175858830644e-07 4.6758221785125896e-07 -1.4052400056622598e-06 1.2886507993433346e-07 -5.9168016972963221e-07 1.1200113518436512e-06 7.3196754216491971e-08 -1.9290742209275027e-06 9.972443009274145e-08 1.0668796388050137e-06 5.138100786439282e-07 -2.0185334516126578e-06 -1.657695285540616e-06 1.534214728673668e-08 1.8415841062601498e-07
leaf_weight=27 23 23 45 36 26 21 27 20 28 21 20 25 35 33 21 39 20 21 60 77 29 439 23 37 42 20 34 22 1551 276
leaf_count=27 23 23 45 36 26 21 27 20 28 21 20 25 35 33 21 39 20 21 60 77 29 439 23 37 42 20 34 22 1551 276
internal_value=0 3.70554e-09 -1.21199e-09 -6.44717e-09 -1.63488e-09 -8.48982e-09 -1.87911e-09 -8.51379e-09 -6.1829e-07 1.67746e-09 -5.22886e-09 -4.20471e-07 2.48553e-09 7.02968e-09 1.81954e-07 1.61974e-08 -3.2339e-07 -5.87047e-07 3.51592e-07 -6.09808e-09 1.1704e-09 1.38063e-07 -2.96009e-08 -6.77982e-07 -1.03612e-08 -2.08753e-07 -1.08063e-06 -8.32025e-08 4.30663e-08 1.49245e-08
internal_weight=0 3098 3071 3026 3003 2967 2946 2920 48 2872 2851 52 2799 2779 194 161 80 60 81 2585 2550 468 2082 60 2022 429 54 375 1593 353
internal_count=3121 3098 3071 3026 3003 2967 2946 2920 48 2872 2851 52 2799 2779 194 161 80 60 81 2585 2550 468 2082 60 2022 429 54 375 1593 353
is_linear=0
shrinkage=0.1


Tree=8327
num_leaves=31
num_cat=0
split_feature=105 34 34 34 33 45 142 130 121 153 157 16 124 52 13 43 0 0 12 15 43 3 160 160 484 13 157 51 157 15
split_gain=5.67143e-10 9.31903e-10 1.16764e-09 1.34793e-09 1.63985e-09 6.66725e-10 1.50419e-09 5.48483e-10 1.5609e-09 1.06535e-09 9.67886e-10 5.99296e-10 2.61825e-09 2.38943e-09 2.15975e-09 4.5255e-09 2.72725e-09 1.94097e-08 4.57301e-09 2.52077e-09 2.64934e-09 3.80348e-09 1.65269e-09 4.32851e-09 1.42526e-09 1.31944e-09 1.74825e-09 3.00547e-09 2.82601e-09 1.84179e-09
threshold=0.079510000000000011 -0.08786999999999999 -0.084034999999999985 -0.057544999999999992 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 -0.22699999999999995 -0.088279999999999983 1.0000000180025095e-35 0.63397500000000007 0.10994000000000002 -1.0000000180025095e-35 -0.19683499999999995 0.10002500000000002 -0.097804999999999989 0.12445000000000002 0.10455500000000001 0.095330000000000012 -0.092489999999999989 -0.095589999999999994 -0.088784999999999989 -0.088854999999999976 -0.016279999999999996 -0.037689999999999994 -0.076599999999999988 -0.00078499999999999989 -0.093639999999999987 -0.13847499999999999 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -8 -9 10 11 13 -13 -10 16 -16 17 19 -18 -14 -21 -22 -23 -24 -25 -26 28 29 -27 -28
right_child=-2 2 3 4 5 -7 7 8 9 -11 -12 12 14 -15 15 -17 18 -19 -20 20 21 22 23 24 25 26 27 -29 -30 -31
leaf_value=6.2469197340912319e-07 -4.5632885859150624e-07 -6.681707996191423e-07 6.2183435971974183e-07 -9.0483076519376483e-07 8.1445089627461291e-07 -4.240599735854605e-07 -4.6380961657632726e-07 8.8698122283403798e-07 8.6731160921992725e-07 -6.4946741463245414e-07 6.993977956426534e-07 9.6771331382941824e-07 -1.0840597733127091e-06 1.0337897974152378e-08 -3.2845778389999302e-07 1.3470042190988353e-06 -5.1469210770197356e-07 -3.2015300462262532e-06 1.5722298225487714e-06 7.8825958692877149e-07 -1.4879670212053499e-06 -9.0876000075332923e-07 1.2096491041625592e-06 -7.276267397441296e-07 4.15195037348326e-07 -5.1646957763296085e-07 -8.1496468697293629e-07 -1.4198091179196127e-06 9.4629821951741637e-07 3.7614675941831462e-07
leaf_weight=24 27 26 35 20 23 36 25 20 33 25 20 22 26 2312 38 28 21 22 21 33 20 21 27 34 50 25 21 24 28 34
leaf_count=24 27 26 35 20 23 36 25 20 33 25 20 22 26 2312 38 28 21 22 21 33 20 21 27 34 50 25 21 24 28 34
internal_value=0 3.98183e-09 -8.7063e-10 4.82904e-09 -2.34782e-09 3.69087e-09 8.90558e-09 2.58219e-09 6.59589e-09 4.92695e-10 6.17416e-09 1.29231e-09 -9.86916e-08 2.23977e-08 -1.48292e-07 3.82344e-07 -2.34341e-07 -3.22151e-07 5.28769e-07 -1.37468e-07 -5.98292e-08 -1.58375e-07 -5.7648e-08 1.59049e-08 -1.33313e-07 -2.22875e-08 -1.88001e-07 -4.86085e-07 2.56313e-07 -7.86412e-08
internal_weight=0 3094 3070 3044 3009 2989 2953 2930 2905 2885 2860 2840 495 2345 473 66 407 365 42 343 317 284 264 243 216 182 132 79 53 55
internal_count=3121 3094 3070 3044 3009 2989 2953 2930 2905 2885 2860 2840 495 2345 473 66 407 365 42 343 317 284 264 243 216 182 132 79 53 55
is_linear=0
shrinkage=0.1


Tree=8328
num_leaves=31
num_cat=0
split_feature=12 130 46 1456 2 154 474 97 157 34 34 34 9 10 9 158 158 158 1455 15 1455 474 474 157 0 0 0 0 0 474
split_gain=5.66921e-10 7.51833e-10 5.54023e-10 8.75497e-10 1.92905e-09 1.23726e-09 1.53249e-09 1.21692e-09 9.6811e-10 8.89467e-10 1.66905e-09 1.26135e-09 1.4805e-09 3.20731e-09 1.68289e-09 8.47745e-10 1.26541e-09 1.32103e-09 9.52609e-10 5.25906e-09 1.68894e-09 8.18343e-10 1.63155e-09 1.44835e-09 7.96838e-10 7.40306e-09 5.38022e-09 4.84465e-09 1.19454e-08 3.77498e-09
threshold=0.23631000000000002 -0.22461999999999996 0.084955000000000017 0.11253500000000001 0.10327000000000001 0.084190000000000001 -0.45463999999999999 -0.086464999999999986 0.30844500000000002 -0.08786999999999999 -0.08330499999999999 -0.057544999999999992 0.091600000000000015 0.094860000000000014 0.081890000000000004 0.139155 0.12023500000000002 0.11533 -0.097209999999999977 0.088345000000000021 -0.089344999999999994 -0.090834999999999985 -0.07636999999999998 -0.00078499999999999989 -0.070499999999999993 -0.071719999999999992 -0.069824999999999984 -0.068604999999999985 -0.067094999999999988 0.091650000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 -8 9 -9 -11 -12 14 -14 15 16 17 18 19 -13 -20 23 -23 -22 25 -24 -26 -28 -29 -30
right_child=-2 2 -4 4 -6 -7 7 8 -10 10 11 12 13 -15 -16 -17 -18 -19 20 -21 21 22 24 -25 26 -27 27 28 29 -31
leaf_value=5.2906360644905606e-07 -4.9463597940263326e-07 -8.3622976128274552e-07 3.47358262055132e-07 -9.6557785289925447e-07 3.2029608632910821e-07 7.655723564087544e-07 -7.5700155886828548e-07 4.9557253080460375e-07 6.2658990191266642e-07 -9.1493608074699744e-07 7.5605573667561741e-07 3.8294837351361738e-07 -1.5218989545928708e-06 1.3614823558708419e-07 8.5729111610224058e-07 6.4699381653099418e-07 -5.87268675183844e-07 7.9158269922377911e-07 8.3870767729384485e-07 -1.6969553615808765e-06 1.327643290204876e-07 9.0272700163041005e-07 4.1518949571805077e-09 -1.0562977632844195e-06 -1.488115161986638e-06 1.8086684601415905e-06 1.378649421499374e-06 -2.2816306322207919e-06 8.4407396278291977e-08 -1.0584578431447763e-06
leaf_weight=27 23 22 45 28 20 21 21 36 25 20 22 31 20 28 23 20 37 21 24 20 21 20 1971 20 27 23 23 24 427 31
leaf_count=27 23 22 45 28 20 21 21 36 25 20 22 31 20 28 23 20 37 21 24 20 21 20 1971 20 27 23 23 24 427 31
internal_value=0 3.67836e-09 -9.40792e-10 -6.12039e-09 -4.29797e-07 7.08517e-10 -4.72339e-09 1.50937e-09 6.97565e-09 1.61381e-09 -4.61911e-09 1.80741e-09 -4.09564e-09 -5.54705e-07 5.46978e-09 -1.68055e-09 -6.45021e-09 1.55958e-09 -4.67275e-09 -4.327e-07 3.6878e-09 -4.05881e-09 3.07846e-09 -4.47266e-07 -4.04465e-09 2.49663e-08 -1.12781e-07 -3.92484e-08 -1.06907e-07 7.05189e-09
internal_weight=0 3098 3071 3026 48 2978 2957 2935 2914 2889 2853 2833 2811 48 2763 2740 2720 2683 2662 51 2611 2587 2546 41 2526 1994 532 505 482 458
internal_count=3121 3098 3071 3026 48 2978 2957 2935 2914 2889 2853 2833 2811 48 2763 2740 2720 2683 2662 51 2611 2587 2546 41 2526 1994 532 505 482 458
is_linear=0
shrinkage=0.1


Tree=8329
num_leaves=31
num_cat=0
split_feature=34 132 1185 50 393 130 40 9 9 41 1 11 3 149 49 12 0 49 1373 1 1 1 1 1 45 4 12 12 1 4
split_gain=5.97473e-10 5.54543e-10 2.29065e-09 1.44202e-09 1.15722e-09 5.49507e-10 6.33053e-10 6.20815e-10 1.41991e-09 1.0509e-09 1.71774e-09 2.24568e-09 7.07876e-10 6.57377e-10 1.0695e-09 3.10426e-09 2.85271e-09 1.46513e-09 1.10901e-09 1.224e-09 3.55603e-09 3.07909e-09 2.34224e-09 4.63236e-09 2.19913e-09 1.42772e-09 1.40514e-09 5.15378e-09 3.16722e-09 7.05337e-09
threshold=-0.10561499999999999 -0.083174999999999985 -0.083264999999999992 0.09227500000000001 0.10483000000000002 -0.22699999999999995 -0.23755499999999996 0.092890000000000014 0.088235000000000022 0.076195000000000013 0.10684 0.074925000000000005 -0.15713499999999997 0.07770500000000001 -0.10774499999999999 0.088365000000000013 -0.090314999999999993 -0.088694999999999982 -1.0000000180025095e-35 0.11039500000000001 0.10887500000000001 0.11212500000000002 0.107145 0.10638500000000002 0.081955000000000014 0.62931500000000018 0.085325000000000012 0.085195000000000007 0.094220000000000012 0.0049200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -4 -7 8 9 13 11 -11 -13 14 15 16 -8 -16 -19 20 22 -21 23 24 26 -23 27 28 29 -20
right_child=1 2 5 -5 -6 6 7 -9 -10 10 -12 12 -14 -15 17 -17 -18 18 19 21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.1689955527518211e-07 5.0540880075433403e-08 1.0569710281872954e-06 -4.580506742968282e-07 -7.8028079667180255e-07 -6.7925308485428108e-07 5.242517450672797e-07 2.2712206123748509e-07 4.1536249706975495e-07 -8.3652320199689716e-07 1.2604570093995351e-06 -2.6186963687093257e-07 -2.2004918446327794e-07 5.004431588417901e-07 -3.0436724921080796e-07 -6.5922736086697434e-07 -7.0076709221211789e-07 1.7094705663112108e-06 -7.0499444730516681e-07 -1.3217947520671684e-07 1.2507340624097198e-06 -1.3480094617079886e-06 1.5962164664733528e-07 8.0293963979524321e-07 -1.3749403009342132e-06 1.0127390650961302e-06 -6.2704080818321016e-07 4.0251085660864977e-08 -1.6455877293062507e-06 -6.2101312610921212e-07 9.9424651338608778e-07
leaf_weight=34 166 21 25 31 25 24 37 37 20 29 38 25 30 71 34 20 20 22 423 25 20 299 35 25 21 25 1360 22 93 64
leaf_count=34 166 21 25 31 25 24 37 37 20 29 38 25 30 71 34 20 20 22 423 25 20 299 35 25 21 25 1360 22 93 64
internal_value=0 4.60095e-09 1.63991e-08 -1.47659e-07 -4.49819e-08 8.71554e-09 1.2855e-08 8.46376e-09 3.00501e-09 9.13743e-09 2.96019e-07 5.48397e-07 1.72947e-07 -4.24159e-09 4.13127e-09 3.71137e-07 7.47244e-07 -7.31909e-09 1.78727e-09 8.23387e-09 -2.1066e-08 1.8143e-07 -8.07583e-09 -2.22121e-08 -5.15799e-09 9.89224e-08 -1.60529e-08 -1.43251e-07 -8.62661e-08 1.58519e-08
internal_weight=0 3087 2865 222 191 2844 2819 2795 2758 2738 122 84 55 2616 2545 77 57 2468 2434 2412 2063 349 2043 2008 1983 324 1962 602 580 487
internal_count=3121 3087 2865 222 191 2844 2819 2795 2758 2738 122 84 55 2616 2545 77 57 2468 2434 2412 2063 349 2043 2008 1983 324 1962 602 580 487
is_linear=0
shrinkage=0.1


Tree=8330
num_leaves=31
num_cat=0
split_feature=1429 156 1426 1429 0 2 1429 471 471 474 156 156 156 156 16 1375 2 156 150 147 457 457 48 0 0 0 2 156 1446 43
split_gain=6.1571e-10 1.96855e-09 8.85824e-10 7.50849e-10 1.76902e-09 3.43183e-09 1.36751e-09 6.70973e-10 2.46835e-09 9.34557e-10 9.53228e-10 1.71114e-09 1.1387e-09 1.55425e-09 1.14128e-08 1.63334e-09 7.08924e-09 2.57587e-09 1.32721e-09 1.97577e-09 1.4065e-09 1.27169e-09 1.16138e-09 1.08921e-09 1.35494e-09 1.69138e-09 1.63718e-09 8.06522e-10 9.85435e-10 2.09442e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.085619999999999988 -0.060529999999999994 -0.088099999999999984 0.10060500000000001 -0.0091699999999999993 0.093375000000000014 0.10338500000000002 0.11421000000000002 0.092820000000000014 0.090170000000000014 0.089090000000000016 0.087515000000000009 -0.0087049999999999992 -0.15308499999999997 0.087675000000000017 0.086340000000000014 0.12706500000000001 0.097985000000000017 0.10259500000000001 0.094845000000000013 -0.089814999999999992 0.0059850000000000016 -0.065229999999999996 -0.085939999999999989 0.095040000000000013 -0.092099999999999987 0.10250500000000001 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -5 9 -9 10 11 12 13 15 -15 16 -8 18 19 20 21 22 -17 24 25 26 -12 -24 -29 -30
right_child=1 -3 3 6 5 -7 7 8 -10 -11 23 -13 -14 14 -16 17 -18 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 28 29 -31
leaf_value=-5.2716022713122419e-07 -6.66034987943931e-07 9.9264079906902229e-07 1.0680077547352665e-06 -7.9164988449065281e-07 -6.4395505150471877e-07 1.0258833935949951e-06 1.9441010088544754e-06 1.1362710267803778e-06 -3.617118838147607e-07 -6.8738929854816892e-07 -7.8049394222121232e-07 -6.9980079390556215e-07 7.2770505628990842e-07 -1.9582849707452017e-06 1.0730590477321485e-06 6.0900153663800266e-07 -5.4819287720420111e-07 -1.0427355604747391e-06 7.089265356905973e-07 -8.0264364740859523e-07 8.1556625316027616e-07 -7.3067206013040699e-07 -6.3937249024093039e-07 7.940316546127774e-07 -4.7137789276045316e-07 7.2207378580398962e-07 4.2854349307693459e-07 -1.2249540992536668e-08 7.7112736624423472e-07 -4.6305828391268735e-07
leaf_weight=22 20 20 22 22 32 20 21 22 22 20 21 36 21 27 23 31 25 24 26 31 21 24 20 29 30 47 24 2354 44 20
leaf_count=22 20 20 22 22 32 20 21 22 22 20 21 36 21 27 23 31 25 24 26 31 21 24 20 29 30 47 24 2354 44 20
internal_value=0 3.73996e-09 -2.68356e-09 1.65349e-09 3.16315e-07 -1.7095e-09 -6.14716e-09 -3.14871e-10 3.8728e-07 -6.15734e-09 -1.45756e-09 -1.48993e-08 -5.80766e-09 -1.15318e-08 -5.63867e-07 -1.07491e-09 5.89593e-07 -1.15453e-08 -1.91929e-09 -9.18137e-09 6.02776e-10 -6.26214e-09 7.79513e-10 2.43164e-07 1.1222e-07 3.02523e-07 -1.35674e-07 -6.95424e-09 -1.72332e-09 3.85444e-07
internal_weight=0 3099 3079 3059 74 52 2985 2963 44 2919 2899 2748 2712 2691 50 2641 46 2595 2571 2545 2514 2493 2469 151 122 92 45 2438 2418 64
internal_count=3121 3099 3079 3059 74 52 2985 2963 44 2919 2899 2748 2712 2691 50 2641 46 2595 2571 2545 2514 2493 2469 151 122 92 45 2438 2418 64
is_linear=0
shrinkage=0.1


Tree=8331
num_leaves=31
num_cat=0
split_feature=132 1211 393 50 15 15 16 130 42 12 130 156 474 16 52 52 4 133 133 133 483 474 474 484 3 13 131 2 1426 2
split_gain=5.60911e-10 1.45853e-08 1.01589e-08 1.28905e-09 7.56011e-10 1.24773e-09 6.72998e-10 1.13425e-09 7.69168e-10 5.43003e-10 6.98641e-10 5.37736e-10 9.16309e-10 6.20033e-10 1.494e-09 4.37907e-09 1.91265e-09 1.27989e-09 5.0432e-09 4.36124e-09 3.20174e-09 3.44394e-09 6.19876e-09 2.39377e-09 2.2967e-09 3.71738e-09 1.14117e-09 1.46543e-09 1.59355e-09 1.42982e-09
threshold=-0.083284999999999984 0.085535000000000014 0.12679500000000002 0.09227500000000001 0.092400000000000024 0.08517000000000001 -0.081299999999999983 0.087380000000000013 -0.015274999999999999 0.23631000000000002 -0.22461999999999996 0.3248100000000001 0.11787500000000002 0.064860000000000015 0.11434500000000002 0.09086000000000001 -0.059649999999999988 0.089595000000000022 0.087625000000000022 0.093255000000000018 -0.096724999999999992 0.091180000000000011 0.085685000000000011 -0.085604999999999987 -0.072894999999999988 -0.069964999999999986 0.094540000000000013 0.12437500000000001 -0.061919999999999996 0.10981000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 6 7 8 -1 10 -2 12 13 -12 15 17 -16 18 20 -19 -15 22 23 -22 25 -21 27 28 -25 -30
right_child=2 -3 -4 -5 -6 -7 -8 -9 -10 -11 11 -13 -14 14 16 -17 -18 19 -20 24 21 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=4.4401202827699578e-07 5.1409723103764309e-07 2.7285373749919019e-06 -2.2576383719297158e-06 -7.467816458386181e-07 -5.5100222921696096e-07 8.1203693810039116e-07 3.0489282210055535e-07 -7.4506038393232868e-07 -2.5795698964989121e-07 -4.8001546355922273e-07 2.4652077005930504e-08 -4.7856188861378939e-07 6.0965243915234164e-07 -1.1486243908419826e-06 1.1856909134166927e-06 -1.5224497711973198e-06 -1.654976554990836e-07 -1.6048341659252008e-06 1.5517518187380118e-06 -4.0448527594281263e-07 -1.0220725646997216e-06 -1.0164688752449062e-06 1.7229474513607618e-06 -6.9562856780343598e-07 -8.3708003830906825e-07 1.2532420759233296e-06 6.2358737018541888e-07 -6.7789484853423792e-07 4.2242395029542682e-08 7.605907857006449e-07
leaf_weight=27 27 20 20 27 22 20 40 26 37 23 2245 23 25 26 20 22 22 23 20 31 22 30 22 23 25 24 32 29 133 35
leaf_count=27 27 20 20 27 22 20 40 26 37 23 2245 23 25 26 20 22 22 23 20 31 22 30 22 23 25 24 32 29 133 35
internal_value=0 1.54312e-07 -1.16552e-08 -1.04404e-07 -3.56541e-09 7.67253e-08 -3.63995e-08 -1.88085e-07 3.81862e-08 3.93109e-09 7.82433e-09 2.99758e-09 6.94057e-09 1.52829e-09 -9.47851e-08 -1.43183e-07 4.77925e-07 -7.93013e-08 7.07335e-09 -3.91257e-07 -8.06925e-08 4.48002e-09 1.07955e-07 -2.17164e-08 -4.23529e-08 3.18887e-07 6.56163e-08 -1.55431e-08 8.50233e-08 1.91898e-07
internal_weight=0 219 2902 199 172 150 130 90 64 2882 2859 2832 2809 2784 539 497 42 475 372 103 352 326 296 274 80 55 252 220 191 168
internal_count=3121 219 2902 199 172 150 130 90 64 2882 2859 2832 2809 2784 539 497 42 475 372 103 352 326 296 274 80 55 252 220 191 168
is_linear=0
shrinkage=0.1


Tree=8332
num_leaves=31
num_cat=0
split_feature=130 12 132 481 160 402 1 151 12 13 1 3 3 51 51 403 51 51 15 51 0 51 15 4 48 4 1 2 43 10
split_gain=5.55953e-10 1.19533e-09 5.1242e-10 2.97667e-09 3.60832e-09 1.69651e-09 1.82343e-09 1.5816e-09 2.42302e-09 3.16255e-09 1.95417e-09 1.33966e-09 1.22903e-09 8.43506e-10 1.02119e-09 4.08011e-09 7.1038e-09 3.22219e-09 6.65074e-09 2.1161e-09 3.27627e-09 2.59379e-09 8.78431e-09 1.89828e-09 2.1003e-09 3.36654e-09 2.31893e-09 2.6475e-09 2.1249e-09 1.72784e-09
threshold=-0.23647499999999996 0.23631000000000002 0.082150000000000015 -0.00058999999999999992 -0.24162499999999998 0.079755000000000006 0.13408500000000004 -0.04886999999999999 0.089085000000000011 -0.0097949999999999982 0.077565000000000009 -0.090164999999999981 -0.079979999999999982 0.31127000000000005 0.094075000000000006 -0.0031149999999999997 0.097935000000000008 0.090230000000000019 -0.089024999999999979 0.087505000000000013 -0.081304999999999975 0.078435000000000019 -0.094549999999999981 0.033845000000000007 0.11270000000000001 0.0033150000000000007 0.10337500000000001 0.085515000000000022 -1.0000000180025095e-35 -0.011559999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 -4 -5 6 7 -6 9 -9 -11 -10 -13 14 17 -16 -17 19 -19 21 -21 29 -23 24 25 26 27 -18 -29 -2
right_child=1 -3 3 4 5 -7 -8 8 11 10 -12 12 -14 -15 15 16 23 18 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-5.2553435722302314e-07 -5.3967912172936394e-07 7.3788964982668404e-07 8.5848802763775577e-07 -1.4522324161961562e-06 4.1740038325890148e-07 -8.5262927194129647e-07 8.841707622764261e-07 -1.4691968208779828e-06 7.2047224784910219e-07 3.9994744914414091e-07 -9.0421869742840504e-07 -6.0793239072154396e-07 2.7643616835065944e-07 -5.2476377261663058e-07 -9.1982669734773416e-07 1.8643807298122671e-06 -2.988554089500684e-07 4.2311147126383734e-07 -2.124904961641776e-06 -1.4805771981974388e-07 1.6403108031681768e-06 7.4136910695545207e-07 -2.0591897876916693e-06 -5.1894557518355412e-07 1.0723947289546589e-06 -9.308156165843684e-07 -5.2441090065258325e-07 3.71227111195256e-07 1.4404512323008089e-06 2.7508070140769004e-08
leaf_weight=20 55 22 28 22 44 28 20 30 25 27 20 30 33 29 29 27 27 20 21 21 20 21 24 36 28 25 25 41 34 2289
leaf_count=20 55 22 28 22 44 28 20 30 25 27 20 30 33 29 29 27 27 20 21 21 20 21 24 36 28 25 25 41 34 2289
internal_value=0 3.39767e-09 -1.8504e-09 -1.24435e-07 -2.23079e-07 -1.1786e-07 -2.80194e-08 -1.1531e-07 -2.57366e-07 -6.67035e-07 -1.55017e-07 1.01094e-07 -1.44692e-07 1.17259e-08 1.73978e-08 2.01302e-07 3.351e-07 -2.84579e-09 -8.8197e-07 1.19872e-08 7.24317e-07 -2.37833e-10 -7.52262e-07 1.43939e-07 2.76516e-07 1.29907e-07 3.38711e-07 5.5026e-07 8.55942e-07 1.41995e-08
internal_weight=0 3101 3079 307 279 257 229 209 165 77 47 88 63 2772 2743 272 243 2471 41 2430 41 2389 45 216 180 152 127 102 75 2344
internal_count=3121 3101 3079 307 279 257 229 209 165 77 47 88 63 2772 2743 272 243 2471 41 2430 41 2389 45 216 180 152 127 102 75 2344
is_linear=0
shrinkage=0.1


Tree=8333
num_leaves=31
num_cat=0
split_feature=12 4 12 1 9 9 15 2 480 3 15 158 482 474 1371 150 16 147 448 483 479 2 132 1211 15 42 1 3 0 1204
split_gain=5.79974e-10 6.96472e-10 6.114e-10 2.47973e-09 1.7812e-09 1.34769e-09 7.42363e-10 2.63348e-09 2.40022e-09 2.0774e-09 9.3654e-10 1.14518e-09 8.44384e-10 1.39882e-09 1.38132e-09 8.45698e-10 5.06381e-09 1.74862e-09 4.18169e-09 1.21454e-09 1.253e-09 1.02901e-09 6.43169e-09 1.15147e-08 4.78573e-09 3.79712e-09 3.84871e-09 1.01942e-08 3.43916e-09 2.91592e-09
threshold=0.23631000000000002 0.63113500000000011 0.12757000000000002 0.11669000000000002 0.092890000000000014 0.088235000000000022 0.12044500000000001 0.093320000000000014 0.11747 -0.067429999999999976 0.11728000000000001 -0.47060499999999994 0.11117500000000001 0.096295000000000019 0.08976000000000002 0.12416000000000001 -0.071854999999999988 0.093875000000000014 -0.052389999999999999 -0.47181499999999993 0.10061500000000002 0.080205000000000012 -0.083284999999999984 0.11048500000000001 0.11171000000000002 0.11839500000000001 0.094090000000000021 -0.072199999999999986 -0.10011499999999998 -0.016569999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 8 -8 10 -9 11 -1 14 -14 15 17 -17 19 -19 -13 21 22 -21 25 -23 26 27 29 -28 -24
right_child=-2 -3 3 -5 -6 -7 7 9 -10 -11 -12 12 13 -15 -16 16 -18 18 -20 20 -22 24 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-5.8086559787999952e-07 -5.0030967130347246e-07 5.0018832545057589e-07 1.0139423517093368e-07 -1.2014618716550882e-06 6.773501136573639e-07 -7.34006356651662e-07 9.9829420640052184e-07 -7.6321413568318044e-07 -1.0231263984125057e-06 4.2783429554660302e-07 5.0238206552888653e-07 6.6005406763127086e-07 9.7797274683532888e-07 -1.3738109103655915e-07 -7.932311808128196e-07 1.3965663517865325e-06 -6.8363997394788551e-07 3.6121770676800228e-07 -1.6837009280834536e-06 1.5480648013029472e-06 -7.7141170390318407e-07 -9.8179450927381199e-09 1.397817065177757e-06 -1.7959548168633432e-06 -1.2427288352157008e-06 -1.1898289642431337e-06 -1.2794780311444562e-06 2.3947319814396906e-06 3.8789925243664417e-08 1.640053012263794e-07
leaf_weight=34 23 28 48 21 39 25 33 27 23 32 37 28 23 22 22 25 22 20 20 30 21 1951 21 32 32 20 22 25 197 218
leaf_count=34 23 28 48 21 39 25 33 27 23 32 37 28 23 22 22 25 22 20 20 30 21 1951 21 32 32 20 22 25 197 218
internal_value=0 3.70884e-09 -8.1931e-10 -2.95127e-07 5.94752e-09 -2.89269e-09 3.33061e-09 2.82909e-07 -5.71024e-09 -1.17222e-07 2.58196e-09 -4.05812e-09 3.07073e-09 4.32689e-07 -4.07369e-09 2.39481e-09 4.22853e-07 -5.09913e-09 -6.61242e-07 5.00703e-09 -2.13245e-09 4.20777e-09 1.23263e-07 4.33674e-08 -2.97136e-08 1.60382e-07 2.16291e-07 4.73392e-07 -9.36388e-08 2.72416e-07
internal_weight=0 3098 3070 69 3001 2962 2937 92 2845 59 2822 2785 2751 45 2706 2684 47 2637 40 2597 2569 2548 565 535 1983 503 483 264 219 239
internal_count=3121 3098 3070 69 3001 2962 2937 92 2845 59 2822 2785 2751 45 2706 2684 47 2637 40 2597 2569 2548 565 535 1983 503 483 264 219 239
is_linear=0
shrinkage=0.1


Tree=8334
num_leaves=31
num_cat=0
split_feature=1211 403 1212 1212 403 42 403 403 1213 12 1186 12 402 403 12 132 15 399 132 50 15 3 129 401 42 42 42 484 13 133
split_gain=7.4272e-10 1.9239e-09 9.8986e-10 9.02779e-10 8.5311e-10 4.82588e-09 1.95324e-09 1.12527e-09 1.10113e-09 1.90131e-09 1.05888e-09 1.00789e-09 9.83541e-10 2.03013e-09 5.1816e-09 9.41233e-10 2.18259e-08 1.99928e-08 2.89094e-09 7.64741e-10 7.95311e-10 1.14175e-09 7.51108e-10 7.22335e-10 7.01513e-10 4.26065e-09 3.26299e-09 2.43946e-09 3.24528e-09 3.82145e-09
threshold=0.11716500000000001 0.022375000000000003 0.13631000000000001 0.11534000000000001 -0.55049499999999985 0.091205000000000008 -0.54448499999999989 -0.5335399999999999 0.10336000000000002 0.087445000000000009 -0.13028499999999998 0.091930000000000012 -0.45015499999999992 -0.42244999999999994 0.096525000000000014 -0.083284999999999984 0.091915000000000011 0.091580000000000009 -0.085534999999999986 0.09227500000000001 0.084510000000000016 -0.067429999999999976 -0.08133 -0.099524999999999988 0.097640000000000018 0.096450000000000022 0.099760000000000015 0.090535000000000018 -0.06884499999999999 0.11667000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -6 -8 10 -10 -9 -11 -12 14 -14 16 18 22 19 20 21 -15 -17 -24 25 -25 -26 28 -28 -30
right_child=1 -3 -4 -5 6 -7 7 8 9 11 12 -13 13 15 -16 17 -18 -19 -20 -21 -22 -23 23 24 26 -27 27 -29 29 -31
leaf_value=-4.5592563948402034e-07 8.5923269725896041e-07 -3.725799850989071e-07 -6.5997604777927028e-07 5.8526087951367328e-07 -9.981226906674579e-07 1.593538443103171e-06 6.615135550873674e-07 7.2249816753355843e-07 -1.1997495657770484e-06 3.007013575976695e-07 -5.6786918629504426e-07 -6.1576395779638918e-07 -3.5875052449059529e-07 -3.6036738875517523e-07 1.6191352659033189e-06 4.9406690749265181e-07 2.9563657163862448e-06 -3.0309452489001905e-06 -1.2026947624121931e-06 -5.6535123858141205e-07 5.3076407726036585e-07 3.6146272645649136e-07 -5.5526496870091551e-07 -5.8188420404580754e-09 1.0494268812115999e-06 -1.1864401504945202e-06 -2.7337616899103522e-07 -8.2791919624014561e-07 9.553811550624919e-07 -3.6675169354793982e-07
leaf_weight=27 32 21 23 26 20 20 25 20 21 30 31 20 27 56 26 30 25 22 25 23 28 36 24 2189 35 31 97 30 69 32
leaf_count=27 32 21 23 26 20 20 25 20 21 30 31 20 27 56 26 30 25 22 25 23 28 36 24 2189 35 31 97 30 69 32
internal_value=0 3.71156e-07 -6.41074e-09 -1.47412e-09 -6.52716e-09 4.16187e-07 -1.32121e-08 -6.53923e-09 -1.22452e-08 -4.01253e-07 -2.57446e-09 -6.58848e-08 -7.68781e-09 -1.49686e-09 6.11533e-07 -1.3303e-08 1.99649e-07 -2.93639e-08 -2.10577e-07 -3.71301e-08 6.41123e-08 -7.79121e-08 -3.33517e-09 -9.28733e-09 -4.01006e-09 -2.2305e-08 1.50419e-07 1.24131e-08 1.39736e-07 5.36488e-07
internal_weight=0 53 3068 3045 3019 47 2972 2952 2927 71 2856 50 2836 2805 53 2752 193 2559 168 143 120 92 2537 2507 2483 2220 263 228 198 101
internal_count=3121 53 3068 3045 3019 47 2972 2952 2927 71 2856 50 2836 2805 53 2752 193 2559 168 143 120 92 2537 2507 2483 2220 263 228 198 101
is_linear=0
shrinkage=0.1


Tree=8335
num_leaves=31
num_cat=0
split_feature=132 132 15 1186 132 0 0 12 42 399 401 401 2 402 402 482 0 39 484 12 12 482 47 10 33 47 47 48 150 49
split_gain=7.54983e-10 2.867e-09 1.52478e-09 9.49241e-10 6.49628e-10 1.02885e-09 7.24532e-10 1.9361e-09 1.02367e-09 6.55795e-10 6.35031e-10 2.0543e-09 1.99928e-09 1.21821e-09 5.50103e-10 5.29161e-10 2.42748e-09 2.4218e-09 1.50145e-09 3.6054e-09 1.01525e-09 1.03032e-09 6.85777e-10 9.64241e-09 6.13713e-09 1.87645e-09 1.74388e-09 1.39074e-09 1.51695e-09 6.45022e-09
threshold=-0.083174999999999985 -0.050879999999999988 0.092400000000000024 0.049580000000000006 -0.085749999999999979 -0.09515499999999999 -0.071339999999999987 0.11418000000000002 -0.049004999999999993 0.087520000000000014 -0.13200999999999999 -0.46360499999999999 0.088300000000000003 -0.43418999999999991 -0.26616499999999993 0.090355000000000005 -0.059114999999999994 0.15619500000000003 -0.017214999999999998 0.092855000000000007 0.088245000000000004 0.097035000000000024 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.090920000000000015 0.097970000000000015 0.12879500000000002 0.12416000000000001 -0.046979999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 9 -7 11 12 -3 -12 -15 17 18 22 -17 20 21 -20 24 -24 -16 27 -25 28 -26 -30
right_child=1 10 -4 -5 -6 6 -8 -9 -10 -11 13 -13 -14 14 15 16 -18 -19 19 -21 -22 -23 23 26 25 -27 -28 -29 29 -31
leaf_value=3.7147539006656265e-07 1.0392754729890737e-06 -8.5288255087851381e-07 -9.1340395886163608e-07 -7.1984005509356009e-07 4.6363014098460551e-07 -8.5332419644146282e-07 3.1112630466623164e-07 -1.1978618949743101e-06 3.0399033145537639e-07 -4.3512221417074669e-08 -6.173834995237826e-07 8.2687760479185843e-07 5.2856630418318672e-07 5.2573322534499306e-07 -1.4415315496781507e-06 5.9253135764733728e-07 1.178823064644045e-06 -1.1074261976773414e-06 4.5765537009856422e-07 -1.3054004315000095e-06 6.8679679401384428e-07 -4.6295269755095458e-07 2.260854690803171e-06 -8.4990568300623721e-07 -1.5705155364437193e-08 9.1724097744231994e-07 6.2987869098307672e-08 -8.2079398482159425e-07 -5.9439050170340129e-07 1.6772115436651803e-06
leaf_weight=37 27 22 25 21 25 20 20 21 33 20 32 37 20 20 30 34 21 20 20 22 24 31 20 23 2171 22 232 21 25 25
leaf_count=37 27 22 25 21 25 20 20 21 33 20 32 37 20 20 30 34 21 20 20 22 24 31 20 23 2171 22 232 21 25 25
internal_value=0 1.36232e-08 -1.77721e-07 -8.436e-08 -8.53567e-09 -8.67088e-08 -2.35418e-07 -3.51704e-07 -1.08288e-07 -4.48418e-07 3.98094e-09 2.83574e-07 -1.9505e-07 -3.92736e-09 3.18259e-09 -6.30253e-10 1.80706e-07 -1.12765e-08 2.07019e-08 -1.79733e-07 1.50463e-07 -1.0193e-07 -2.74279e-09 1.46482e-07 -2.06315e-08 -1.80333e-09 -1.93515e-08 -1.08216e-08 -3.16315e-09 5.41411e-07
internal_weight=0 2899 222 197 176 151 114 94 73 40 2872 79 42 2793 2761 2741 152 2589 131 97 75 51 2569 275 2294 2264 255 2242 2221 50
internal_count=3121 2899 222 197 176 151 114 94 73 40 2872 79 42 2793 2761 2741 152 2589 131 97 75 51 2569 275 2294 2264 255 2242 2221 50
is_linear=0
shrinkage=0.1


Tree=8336
num_leaves=31
num_cat=0
split_feature=132 393 1203 1211 13 43 3 1208 1208 1209 403 1209 2 403 403 402 401 1213 1213 1213 1210 1183 2 12 12 3 129 1184 393 482
split_gain=6.11478e-10 2.41388e-09 1.46324e-09 5.96241e-10 1.80076e-09 1.46841e-09 1.38437e-09 5.67363e-10 6.271e-10 6.05858e-10 5.83573e-10 6.61536e-10 4.6696e-09 1.55138e-09 8.99135e-10 1.10196e-09 1.14899e-09 7.76134e-10 6.61232e-09 6.47352e-09 4.69055e-09 1.17489e-09 9.65232e-10 1.34881e-09 1.26723e-09 1.17769e-09 7.59271e-10 2.84947e-09 1.1461e-09 6.27073e-10
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 0.10326000000000002 -0.084319999999999992 0.05259500000000001 -0.07793499999999999 0.11531000000000001 0.10233500000000001 0.10656 -0.55276999999999987 -0.087199999999999986 0.084715000000000013 -0.52800499999999995 -0.49218499999999993 -0.45015499999999992 -0.13200999999999999 -0.088064999999999991 -0.085284999999999986 -0.08342999999999999 -0.087769999999999973 -0.073809999999999973 0.094565000000000024 0.090285000000000018 0.087995000000000004 -0.081459999999999991 -0.077709999999999987 0.086750000000000008 0.088255000000000014 0.12191
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 7 -5 -6 -7 8 9 10 -2 12 -12 -13 -15 -16 -17 20 -19 -20 -18 -21 23 24 25 -22 -23 28 29 -28
right_child=1 -3 -4 4 5 6 -8 -9 -10 -11 11 13 -14 14 15 16 17 18 19 21 22 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-6.4417521660796128e-08 -4.5486476430032157e-07 1.0804930720301596e-06 -8.4989774643839131e-07 1.068517667725982e-06 6.2718358964275473e-07 2.6426415778197616e-07 -8.4750955409162998e-07 -4.8788003823574402e-07 4.4767521598582645e-07 5.4373490684156426e-07 -5.4323760904340959e-07 -7.945649731482263e-07 1.4362937230833433e-06 5.8207915353355366e-07 -6.5667833531244057e-07 7.0125850510047049e-07 -1.6547745644857059e-06 1.3317809807508517e-06 -1.7228649291858098e-06 6.6906433088521367e-07 -1.3086688322904261e-07 -5.3411799501435345e-07 -6.0388050394027714e-07 8.5164484801225623e-07 -6.6203168171341542e-07 7.521365684782644e-07 -9.226130445893861e-09 1.187670242384087e-06 -6.8455588325377904e-07 5.0471166517240824e-07
leaf_weight=195 29 21 27 21 25 21 24 24 31 20 26 25 22 26 26 23 20 37 22 26 44 27 23 20 25 23 2199 20 25 24
leaf_count=195 29 21 27 21 25 21 24 24 31 20 26 25 22 26 26 23 20 37 22 26 44 27 23 20 25 23 2199 20 25 24
internal_value=0 1.22525e-08 -1.59949e-07 4.45788e-09 2.56349e-07 1.26987e-08 -3.28682e-07 -3.76677e-09 4.38335e-10 -4.63646e-09 -8.6805e-09 -3.85778e-09 3.64048e-07 -1.05597e-08 -3.05004e-09 -8.93756e-09 -2.3538e-09 -8.73766e-09 5.38306e-09 -1.5563e-08 -2.25559e-07 6.19911e-10 -1.38233e-08 1.07349e-07 -5.44543e-08 1.72254e-07 -6.95288e-09 -6.77105e-10 -1.12496e-08 -3.67754e-09
internal_weight=0 2899 222 2878 91 70 45 2787 2763 2732 2712 2683 48 2635 2610 2584 2558 2535 2380 2343 155 2321 135 112 92 67 2295 2268 2248 2223
internal_count=3121 2899 222 2878 91 70 45 2787 2763 2732 2712 2683 48 2635 2610 2584 2558 2535 2380 2343 155 2321 135 112 92 67 2295 2268 2248 2223
is_linear=0
shrinkage=0.1


Tree=8337
num_leaves=31
num_cat=0
split_feature=1211 50 133 1185 1211 393 4 1200 1203 390 133 3 43 133 42 4 0 2 4 16 403 3 1213 133 12 1213 403 133 1 1212
split_gain=5.39503e-10 5.2197e-09 1.24476e-09 8.66955e-10 7.55434e-10 6.33836e-10 6.59756e-10 5.97367e-10 7.39836e-10 5.78215e-10 5.94333e-10 1.68129e-09 1.77532e-09 1.8544e-09 3.31649e-09 2.48745e-09 1.44188e-09 2.43744e-09 1.75577e-09 2.75929e-09 3.16377e-09 1.98182e-09 1.21114e-09 2.07403e-09 1.00102e-08 1.15745e-08 1.01009e-08 3.19655e-09 2.17158e-09 2.01465e-09
threshold=0.11048500000000001 0.096900000000000014 -0.007154999999999999 -0.093764999999999987 0.10326000000000002 0.10389500000000002 -0.082109999999999975 0.090100000000000013 0.094640000000000016 0.087590000000000015 -0.085499999999999979 -0.098469999999999988 -0.015774999999999994 -0.13941499999999998 0.089810000000000015 -0.080094999999999986 -0.10151999999999999 0.095195000000000016 -0.07958999999999998 -0.090054999999999982 0.10057000000000001 -0.082154999999999992 -0.24064499999999997 -0.040449999999999993 0.088245000000000004 -0.0068949999999999992 0.064330000000000012 -0.029034999999999995 0.088340000000000016 -0.088629999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 7 -7 8 9 10 11 -5 -13 16 15 -15 17 -14 21 20 -20 -18 -12 24 25 -24 -26 -25 -27 -29
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 22 12 13 14 -16 -17 18 -19 19 -21 -22 -23 23 27 26 28 -28 29 -30 -31
leaf_value=-6.6299994870178127e-07 -6.0261320391990446e-07 1.5693210095626207e-06 3.3917633325709968e-07 4.4068024329174915e-07 6.1011526611309827e-07 6.8091294620158068e-07 -6.6431245858753074e-08 4.5583496086220735e-07 -5.6963376640813595e-07 3.7539048387196476e-07 -5.9135954302291802e-07 -9.9723252959986567e-07 -1.177485407416262e-07 -1.0964069207916727e-06 -1.5934102557160011e-06 2.0441738254759209e-07 -7.7658023448149353e-08 1.3387806075115804e-06 -1.8500398950783121e-06 6.8929077359472209e-09 -1.8508804555494864e-07 1.1169520998269687e-06 -2.3326260111389277e-06 -1.1841151908119292e-06 3.2817902734905149e-06 1.2197381272966122e-06 1.7667639685793224e-07 9.756620692479873e-07 -6.2711637196439228e-08 -8.3453577065959724e-09
leaf_weight=20 36 22 23 46 20 27 21 27 24 38 34 26 27 21 22 49 41 20 21 90 25 21 20 23 20 23 22 21 31 2260
leaf_count=20 36 22 23 46 20 27 21 27 24 38 34 26 27 21 22 49 41 20 21 90 25 21 20 23 20 23 22 21 31 2260
internal_value=0 2.54717e-07 -2.35475e-07 -6.7791e-09 -2.43327e-09 -6.51692e-09 3.5395e-07 -1.23782e-08 -1.67001e-08 -1.21257e-08 -1.72691e-08 -1.28873e-07 -2.01048e-07 -1.39621e-07 -5.22425e-07 -1.8583e-07 4.12547e-09 5.02051e-07 -1.14069e-07 -3.1513e-07 -9.45175e-07 3.26968e-07 1.33154e-09 9.65861e-09 4.22242e-07 -2.77603e-07 1.6553e-06 -1.11138e-08 4.83517e-07 7.13895e-10
internal_weight=0 81 59 3040 3020 3000 48 2952 2925 2901 2863 409 363 337 92 70 245 47 198 136 46 62 2454 2420 116 74 42 2304 54 2281
internal_count=3121 81 59 3040 3020 3000 48 2952 2925 2901 2863 409 363 337 92 70 245 47 198 136 46 62 2454 2420 116 74 42 2304 54 2281
is_linear=0
shrinkage=0.1


Tree=8338
num_leaves=31
num_cat=0
split_feature=44 158 97 374 120 33 484 475 150 151 457 484 157 0 484 12 15 13 12 151 150 9 376 49 49 0 2 15 9 47
split_gain=5.48444e-10 2.1464e-09 7.47025e-10 9.78287e-10 9.9741e-10 8.96652e-10 8.86947e-10 4.90696e-09 4.24604e-09 3.37364e-09 3.07661e-09 3.52226e-09 4.63904e-09 4.17008e-09 5.81755e-09 3.6824e-09 4.6384e-09 2.46613e-09 2.74587e-09 1.22362e-09 2.33232e-09 1.34486e-09 1.79274e-09 1.38914e-09 3.27831e-09 2.71256e-09 2.83043e-09 2.59957e-09 1.59243e-09 1.60565e-09
threshold=0.099360000000000018 -0.47356499999999996 -0.086464999999999986 0.08987500000000001 0.090440000000000006 -0.044254999999999996 0.086135000000000017 -0.085684999999999997 0.10699000000000002 -0.52488999999999986 -1.0000000180025095e-35 0.090535000000000018 -0.080799999999999983 -0.067624999999999977 0.10126500000000001 0.086210000000000023 -0.067579999999999987 -0.085669999999999982 0.083535000000000012 -0.10737499999999998 0.10124000000000001 -0.074254999999999988 0.087010000000000018 0.11475 0.10877000000000002 -0.069954999999999976 0.11389000000000002 -0.053579999999999996 0.091600000000000015 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 9 -8 10 -7 -9 12 -12 15 -15 17 -17 -13 -19 20 -11 -21 23 24 28 26 -25 -27 29 -23
right_child=-2 2 3 -5 -6 6 7 8 -10 19 11 13 -14 14 -16 16 -18 18 -20 21 -22 22 -24 25 -26 27 -28 -29 -30 -31
leaf_value=8.9203659222726462e-07 -4.0550575435686788e-07 -5.7125438320573938e-07 6.508900328515752e-07 5.5969363747789759e-07 -7.0879447505944886e-07 -1.2561862198688026e-06 1.4192884981818162e-06 -1.0404149955434151e-06 -1.303042971688807e-06 6.403843144653365e-08 2.7440873964224009e-08 5.4331236534770662e-07 2.1812838076584741e-06 5.491373539712186e-07 -1.7010681500498441e-06 2.1125257903391189e-07 2.0611909803847086e-06 1.8807735436301144e-07 -1.3746055313648952e-06 -6.0053837515283702e-07 1.2740009673334066e-06 -3.9694274757631352e-08 5.9570431592371108e-07 -4.9197644408138791e-07 1.1271039747953182e-06 -1.8346270258007283e-06 8.8168794943518009e-07 -2.416189242164061e-07 -6.8407564002528593e-07 2.547762252300394e-07
leaf_weight=27 33 23 21 31 20 22 28 20 22 66 20 35 20 20 27 33 23 23 22 40 21 2108 47 40 25 20 24 21 36 203
leaf_count=27 33 23 21 31 20 22 28 20 22 66 20 35 20 20 27 33 23 23 22 40 21 2108 47 40 25 20 24 21 36 203
internal_value=0 4.337e-09 -3.49309e-09 8.05305e-10 -4.95643e-09 -2.43755e-10 -4.85394e-09 1.60315e-07 2.72916e-08 -2.29589e-08 1.47733e-07 2.54294e-07 1.10436e-06 6.84865e-08 -7.43534e-07 3.49111e-07 9.71049e-07 -8.62451e-08 -5.75901e-07 -1.27246e-08 3.56098e-07 -2.52393e-08 -1.61221e-08 -2.77312e-08 -1.19752e-08 -3.83667e-07 2.31477e-08 -1.0187e-06 -2.41085e-08 -1.38278e-08
internal_weight=0 3088 3061 3038 3007 2987 2966 293 265 2673 243 223 40 183 47 136 56 80 45 2651 87 2564 2524 2477 2372 105 64 41 2347 2311
internal_count=3121 3088 3061 3038 3007 2987 2966 293 265 2673 243 223 40 183 47 136 56 80 45 2651 87 2564 2524 2477 2372 105 64 41 2347 2311
is_linear=0
shrinkage=0.1


Tree=8339
num_leaves=31
num_cat=0
split_feature=132 132 15 1211 393 12 133 403 403 400 1208 1208 1209 403 1213 1210 1213 0 1212 1212 1210 0 1212 401 15 133 2 403 15 132
split_gain=5.43234e-10 2.20818e-09 1.34102e-09 8.98583e-10 6.34358e-10 5.75758e-10 6.85211e-10 1.17671e-09 8.29022e-10 1.31307e-09 5.12526e-10 1.6554e-09 6.39701e-10 4.21441e-09 5.9319e-10 2.67039e-09 1.73972e-09 1.54099e-09 1.06275e-09 1.11978e-09 7.8e-10 4.20848e-09 1.98303e-09 1.22025e-09 5.33757e-09 1.30203e-09 2.42293e-09 1.59857e-09 8.01663e-09 6.8966e-10
threshold=-0.083174999999999985 -0.050879999999999988 0.092400000000000024 0.088310000000000013 0.10389500000000002 0.11527000000000001 -0.37971999999999995 -0.020569999999999995 -0.089609999999999981 -0.082339999999999983 0.11846000000000001 0.10683000000000002 -0.087714999999999987 -0.0047449999999999992 -0.24064499999999997 -0.13847499999999999 -0.41627499999999995 -0.087184999999999985 0.13631000000000001 0.11930500000000001 -0.064799999999999983 -0.079829999999999998 0.087440000000000004 -0.06959499999999999 0.095175000000000023 0.51114000000000004 0.088055000000000008 -0.44023999999999991 0.087575000000000014 0.082150000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 -8 -10 11 12 13 -3 16 -16 17 -14 19 20 21 22 -17 24 -22 27 -27 28 -25 -29
right_child=1 10 -4 -5 -6 -7 7 -9 9 -11 -12 -13 14 -15 15 18 -18 -19 -20 -21 23 -23 -24 25 -26 26 -28 29 -30 -31
leaf_value=-5.4041651078719188e-07 9.1167553464359773e-07 1.2014041275236835e-06 -8.4068542696513774e-07 -6.6556005487489702e-07 5.2810452080805022e-07 3.5238645545681334e-07 2.9440959223656842e-07 6.1053034439440965e-07 -1.0154893192358053e-06 3.4212417596371294e-08 4.6327068285260497e-07 -8.4573055909973136e-07 6.6769465547622539e-07 -6.6314236267895809e-07 9.1585022303775083e-07 7.0844217134435897e-07 -1.076241906616815e-06 -3.7900228900793875e-07 -6.3933718200596221e-07 6.6922442306349704e-07 -4.6702329958255481e-07 -1.4505846531451622e-06 -4.9746808485906511e-07 -7.8043473610460537e-07 1.4527333316241961e-06 1.8709859058877297e-07 -1.3508357011460247e-06 1.0454019671180465e-08 1.5835690339471855e-06 -1.6899378368766483e-07
leaf_weight=33 27 27 25 22 21 28 22 23 22 26 24 23 22 22 32 30 20 39 26 25 30 23 25 26 28 21 20 2139 32 238
leaf_count=33 27 27 25 22 21 28 22 23 22 26 24 23 22 22 32 30 20 39 26 25 30 23 25 26 28 21 20 2139 32 238
internal_value=0 1.15502e-08 -1.50758e-07 -6.32035e-08 1.25214e-08 -5.77854e-08 -1.48935e-07 -1.00219e-08 -2.13918e-07 -4.46901e-07 3.08799e-09 -7.8995e-10 6.08921e-09 3.64261e-07 -2.3298e-10 7.78104e-09 -2.66872e-07 -1.50503e-09 -3.1308e-09 3.142e-09 -3.23322e-09 -3.14704e-07 1.60301e-07 6.35427e-09 4.59756e-07 -4.2666e-09 -5.63113e-07 5.14313e-09 5.23843e-07 -7.51341e-09
internal_weight=0 2899 222 197 175 154 126 93 70 48 2872 2848 2825 49 2776 2695 81 61 2663 2637 2612 78 55 2534 58 2476 41 2435 58 2377
internal_count=3121 2899 222 197 175 154 126 93 70 48 2872 2848 2825 49 2776 2695 81 61 2663 2637 2612 78 55 2534 58 2476 41 2435 58 2377
is_linear=0
shrinkage=0.1


Tree=8340
num_leaves=31
num_cat=0
split_feature=1204 1185 393 1185 1186 129 1184 483 12 482 482 1456 43 4 1456 483 483 3 483 1447 481 1446 1447 1456 1456 51 2 1456 1428 1420
split_gain=5.04948e-10 6.04288e-10 6.82413e-10 6.59668e-10 6.48723e-10 8.06879e-10 2.16305e-09 5.15159e-10 2.74635e-09 1.73864e-09 6.74007e-10 9.32918e-10 3.15169e-09 2.37946e-09 1.28516e-09 1.03824e-09 2.49508e-09 2.48798e-09 1.26103e-09 1.03791e-09 2.94889e-09 2.0681e-09 1.44621e-09 9.64067e-10 1.1897e-09 1.49152e-09 5.93862e-09 1.44846e-09 1.05117e-09 9.38481e-10
threshold=0.053645000000000005 -0.10973499999999999 0.10856500000000001 0.093750000000000014 0.089315000000000019 -0.077709999999999987 0.086750000000000008 0.12236500000000002 0.094435000000000005 0.11524000000000002 0.10932500000000002 -0.10108499999999998 -0.013024999999999998 -0.010655 -0.087454999999999991 0.10143000000000001 0.097880000000000009 -0.065229999999999996 0.095085000000000017 -0.086359999999999978 -0.081334999999999977 0.037915000000000011 -0.085594999999999991 -0.084149999999999989 -0.081149999999999986 -0.43587999999999999 0.11144000000000001 -0.066614999999999994 -0.020064999999999996 -0.08341999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 9 -9 10 11 12 13 -7 -13 16 18 -17 19 20 -16 -22 -21 -24 -25 26 -26 -27 -29 -30
right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 -12 14 -14 -15 15 17 -18 -19 -20 22 21 -23 23 24 25 27 -28 28 29 -31
leaf_value=-5.5185633414112094e-07 4.082879301729273e-07 -5.1382591999710364e-07 4.324312510246071e-07 -5.7794336271399517e-07 4.6895676775718664e-07 1.7246671831117057e-06 1.0354622418162763e-06 -1.0184292123278332e-06 3.4786508444261517e-07 8.2826967775417874e-07 -5.8779995697477722e-07 -7.2855257394621734e-07 -3.2712663467178401e-07 1.8211863221040405e-07 1.0793025952890193e-06 1.3361144945466709e-07 9.9520218043380738e-07 -1.1805232613824046e-06 -6.2282186084330811e-07 -7.6885455155206733e-07 5.3565417441904097e-07 -7.7827786560646933e-07 6.8702175155976878e-07 -7.7820796832384073e-07 1.8203092520252539e-06 -6.1831604920114805e-07 -6.1661883620445224e-07 -6.2435049867585977e-07 5.8934826917586054e-07 -3.6173376881780856e-09
leaf_weight=20 30 31 36 20 29 20 20 28 31 25 20 25 37 20 33 34 25 25 33 25 23 25 20 20 20 39 20 27 27 2333
leaf_count=20 30 31 36 20 29 20 20 28 31 25 20 25 37 20 33 34 25 25 33 25 23 25 20 20 20 39 20 27 27 2333
internal_value=0 -3.96134e-09 -3.93157e-10 -5.52715e-09 -1.73003e-09 -6.30134e-09 -9.77051e-10 -8.03967e-09 -3.00546e-07 -2.03902e-09 -9.31988e-09 -5.23312e-09 3.38078e-07 9.53393e-07 -1.48319e-08 -8.29358e-09 8.7532e-10 -4.23225e-07 -8.52285e-09 -7.61803e-10 3.51606e-07 -1.48685e-07 -1.20387e-08 -4.48865e-09 -1.00519e-08 -3.82191e-09 6.01845e-07 -1.38082e-08 -3.93142e-09 3.16659e-09
internal_weight=0 3091 3071 3035 3015 2986 2955 2935 59 2876 2851 2831 77 40 2754 2729 2670 59 2645 2612 81 48 2531 2506 2486 2466 40 2426 2387 2360
internal_count=3121 3091 3071 3035 3015 2986 2955 2935 59 2876 2851 2831 77 40 2754 2729 2670 59 2645 2612 81 48 2531 2506 2486 2466 40 2426 2387 2360
is_linear=0
shrinkage=0.1


Tree=8341
num_leaves=31
num_cat=0
split_feature=132 1186 393 15 0 12 3 2 2 1208 1208 1208 1209 401 1210 403 403 3 15 130 130 2 0 52 2 16 0 403 128 16
split_gain=4.89376e-10 1.47271e-08 9.51189e-09 1.14225e-09 6.08096e-10 7.4575e-10 9.16994e-10 1.23457e-09 5.50423e-10 4.90798e-10 6.50568e-10 6.60044e-10 1.19326e-09 7.66486e-10 6.82839e-10 6.46991e-09 7.1349e-09 8.75653e-09 3.93536e-09 8.09701e-10 2.8592e-09 2.55691e-09 2.12696e-09 3.75358e-09 2.42674e-09 2.07969e-09 1.46661e-09 1.24574e-09 1.13341e-09 2.90422e-09
threshold=-0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.092400000000000024 -0.09515499999999999 0.11418000000000002 -0.080104999999999996 0.084245000000000014 0.085485000000000019 0.12461500000000002 0.10837500000000001 0.092250000000000013 -0.094304999999999986 0.13522500000000001 -0.064344999999999999 -0.0031149999999999997 -0.036149999999999995 -0.082334999999999978 0.084905000000000022 0.085870000000000016 0.0053350000000000003 0.090425000000000019 -0.067094999999999988 -0.091869999999999993 0.093680000000000013 -0.081414999999999987 -0.085134999999999975 0.064330000000000012 0.10773500000000001 -0.076354999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 -1 6 7 -6 -9 10 11 12 -2 14 15 16 17 18 -14 20 28 25 23 -23 -25 -21 -26 -27 -16 -30
right_child=2 -3 -4 -5 5 -7 -8 8 -10 -11 -12 -13 13 -15 19 -17 -18 -19 -20 21 -22 22 -24 24 26 27 -28 -29 29 -31
leaf_value=3.1500016170208544e-07 7.7868072594355915e-07 2.5980572187026238e-06 -2.1841575272674163e-06 -7.6148909806761375e-07 -7.3261535299530414e-07 -6.1902226726409451e-07 5.376990587968107e-07 4.3991735856252489e-07 -1.8214711038860349e-07 -4.8944650927751358e-07 5.6220468098087752e-07 -4.2190748072496519e-07 3.339448776487456e-07 -5.7140055896129722e-07 -1.6456346912567621e-08 1.6083797635036281e-06 -1.8254799522310349e-06 1.9849556332344904e-06 -1.3385353616020742e-06 1.2436776328726292e-06 -1.0238899181201435e-06 -1.5400954631721627e-06 5.7973738378791504e-07 -9.0979661449420662e-07 -8.8103836759501072e-08 -5.1678218875911786e-08 1.0330973235284093e-06 9.0015654748754063e-07 1.3724518248636743e-06 -3.317258727975059e-07
leaf_weight=38 20 22 20 25 27 26 23 25 33 20 21 36 34 23 2350 27 20 22 24 31 28 21 32 21 28 44 20 20 20 20
leaf_count=38 20 22 20 25 27 26 23 25 33 20 21 36 34 23 2350 27 20 22 24 31 28 21 32 21 28 44 20 20 20 20
internal_value=0 1.44151e-07 -1.08727e-08 -1.2989e-07 -3.80874e-08 -1.38217e-07 -2.24672e-08 -1.74042e-07 8.59841e-08 4.20904e-09 7.65876e-09 3.55969e-09 9.02023e-09 3.49304e-09 8.28035e-09 2.34763e-07 -1.36113e-07 2.86229e-07 -3.58116e-07 -2.63553e-09 -1.92419e-08 1.82406e-07 -1.20501e-07 -3.69474e-07 -1.31984e-08 5.71403e-07 3.79063e-07 2.4577e-07 -7.47192e-09 5.20363e-07
internal_weight=0 219 2902 197 172 134 108 85 58 2882 2862 2841 2805 2785 2762 127 100 80 58 2635 2418 217 122 90 69 95 48 64 2390 40
internal_count=3121 219 2902 197 172 134 108 85 58 2882 2862 2841 2805 2785 2762 127 100 80 58 2635 2418 217 122 90 69 95 48 64 2390 40
is_linear=0
shrinkage=0.1


Tree=8342
num_leaves=31
num_cat=0
split_feature=132 393 1203 40 130 12 133 42 402 133 12 1210 133 42 1208 2 403 15 402 1210 42 3 402 1209 1210 3 484 1452 41 33
split_gain=5.29071e-10 2.57498e-09 1.28344e-09 5.15942e-10 1.72052e-09 9.57297e-10 1.18006e-09 5.46939e-10 1.12502e-09 1.4165e-09 5.05084e-09 1.80724e-09 6.31179e-10 2.54887e-09 7.76983e-10 3.55851e-09 1.40924e-09 1.06558e-08 1.00541e-09 1.04292e-09 7.58362e-09 8.6692e-09 5.17255e-09 3.09699e-09 8.05587e-10 7.51885e-10 3.32865e-09 2.08951e-09 1.96987e-09 3.99505e-09
threshold=-0.083174999999999985 0.12069000000000002 0.088820000000000024 -0.24620999999999996 -0.22699999999999995 0.13043000000000002 1.0000000180025095e-35 0.12293000000000001 -0.47355499999999995 0.51114000000000004 0.097575000000000009 0.24726500000000004 0.41553500000000004 0.11883500000000001 0.092250000000000013 0.089885000000000007 -0.5335399999999999 0.087575000000000014 0.23460000000000003 -0.065674999999999983 0.087075000000000014 -0.082404999999999992 -0.092414999999999983 -0.065739999999999979 -0.0091799999999999989 -0.094874999999999987 0.10282500000000001 -1.0000000180025095e-35 0.08690500000000001 -0.0066799999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 7 -7 8 -6 11 -11 12 13 14 16 -16 17 -10 19 20 21 22 -18 -21 -25 26 -26 -27 29 -29
right_child=1 -3 -4 4 5 6 -8 -9 9 10 -12 -13 -14 -15 15 -17 18 -19 -20 23 -22 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=-5.7437298101209058e-08 5.0948489899838028e-07 1.1147065817697564e-06 -7.816811385095793e-07 -8.8112657294914251e-07 6.0338292857317536e-07 1.0117354111657951e-06 3.8653419883653093e-09 -3.7276580425709535e-07 -1.1177274609508459e-06 -1.4264604037147625e-06 5.7351195684295031e-07 9.1012317449729556e-07 -5.333859638250777e-07 1.1290832170018915e-06 -1.3906714877975902e-06 4.7313797412449454e-07 -6.5803690226264577e-07 2.038356749677484e-06 -6.5108324894443592e-07 -9.7593352813529437e-07 1.7465719038354008e-06 -1.9879677427425692e-06 1.3500906198981378e-06 5.7597100540836743e-07 5.170953214897957e-08 -8.6116846053603998e-07 1.3730372657505542e-06 1.2724806834304067e-06 -1.007128354899578e-06 -2.6110753007057864e-08
leaf_weight=194 20 21 28 22 31 21 26 39 20 28 23 22 22 20 20 21 23 23 24 33 27 20 29 24 408 30 20 24 20 1838
leaf_count=194 20 21 28 22 31 21 26 39 20 28 23 22 22 20 20 21 23 23 24 33 27 20 29 24 408 30 20 24 20 1838
internal_value=0 1.13948e-08 -1.48783e-07 3.34423e-09 -1.97689e-10 6.63603e-09 4.5419e-07 -9.06115e-10 4.36753e-09 -2.46199e-09 -5.24512e-07 7.51723e-09 1.25655e-11 4.48466e-09 -4.15281e-09 -4.36037e-07 2.75599e-09 5.70411e-07 -6.93018e-09 -7.36398e-10 3.17332e-07 -2.18633e-07 4.6188e-07 -1.38731e-08 -4.43363e-10 -6.35531e-09 1.13454e-07 -3.31745e-08 -1.99759e-08 -9.37273e-09
internal_weight=0 2899 222 2878 2858 2836 47 2789 2750 2719 51 2668 2646 2624 2604 41 2563 43 2520 2496 99 72 52 2397 2364 2340 428 1912 1882 1862
internal_count=3121 2899 222 2878 2858 2836 47 2789 2750 2719 51 2668 2646 2624 2604 41 2563 43 2520 2496 99 72 52 2397 2364 2340 428 1912 1882 1862
is_linear=0
shrinkage=0.1


Tree=8343
num_leaves=31
num_cat=0
split_feature=1208 47 2 47 3 484 16 3 1 46 42 4 1452 158 43 43 1452 158 482 52 120 3 4 1 1 40 2 9 12 10
split_gain=5.00092e-10 4.96007e-10 5.05073e-09 2.21899e-09 1.0836e-09 1.78102e-09 1.10211e-09 2.54083e-09 1.29012e-09 2.01351e-09 9.44662e-10 1.403e-09 8.07877e-10 7.98321e-10 2.04602e-09 2.38226e-09 1.1874e-09 1.48835e-09 8.62753e-10 4.32927e-09 2.3645e-09 2.1869e-09 1.89225e-09 1.40997e-09 4.43839e-09 3.37753e-09 4.08615e-09 1.42723e-09 1.28922e-09 1.21939e-09
threshold=0.12461500000000002 0.092165000000000011 -1.0000000180025095e-35 0.088915000000000008 -0.078084999999999988 -0.075319999999999984 0.5136400000000001 -0.074939999999999993 0.099660000000000012 0.096120000000000011 0.085505000000000012 -0.033174999999999989 0.11396500000000002 0.11245500000000001 -0.011694999999999999 -0.076124999999999984 -0.073879999999999987 -0.46695499999999995 0.090355000000000005 0.12445000000000002 1.0000000180025095e-35 -0.049509999999999992 -0.014149999999999998 0.13756000000000004 0.13559000000000002 -0.07632499999999999 0.14445500000000003 0.092890000000000014 0.088045000000000012 0.053330000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 12 5 -4 7 -6 -9 -10 -7 -12 13 16 15 -15 -1 -18 20 21 23 22 -20 24 27 -25 -27 29 -24 -19
right_child=-2 2 4 -5 6 10 -8 8 9 -11 11 -13 -14 14 -16 -17 17 18 19 -21 -22 -23 28 25 -26 26 -28 -29 -30 -31
leaf_value=7.5925195991051932e-07 -4.9844908403429153e-07 -1.6525002943978963e-06 -8.9345569953762136e-07 7.6617647324931172e-07 1.294888040774822e-06 -4.2302778602914096e-07 -4.8578865137945593e-07 -4.3566955964381907e-07 3.0011248366434986e-08 1.0916750255773878e-06 -4.8125175561879247e-07 5.0520339902218241e-07 5.2255853868625003e-07 -5.1926460956271585e-07 -8.5651194458355233e-07 9.584826125319524e-07 -6.2543128073279197e-07 1.3386582349956589e-08 -4.1998773049865286e-07 1.618226294226588e-06 -8.1508421171097981e-07 -7.6158188859507293e-07 1.2731764634565934e-07 1.5488422538822987e-06 -1.3271614079712891e-06 -7.70631798317364e-07 8.0594270717223748e-07 8.33118078973138e-07 1.23664934170103e-06 -6.2840253121976287e-07
leaf_weight=21 20 20 31 39 20 39 24 35 80 23 21 46 30 24 37 20 37 2245 23 20 35 27 20 20 25 31 35 21 22 30
leaf_count=21 20 20 31 39 20 39 24 35 80 23 21 46 30 24 37 20 37 2245 23 20 35 27 20 20 25 31 35 21 22 30
internal_value=0 3.2068e-09 -1.10951e-07 1.72182e-08 -1.43019e-08 -2.26731e-07 1.45603e-07 2.41511e-07 8.88478e-08 2.67082e-07 -3.17454e-08 1.96016e-07 6.49127e-09 7.42288e-10 -3.0844e-07 1.52439e-07 1.03303e-08 4.26026e-09 1.33827e-08 2.84774e-07 9.35525e-10 -5.10642e-09 3.09122e-07 1.28012e-08 -1.93139e-09 4.1041e-07 6.54304e-08 1.24984e-08 7.08396e-07 4.92343e-09
internal_weight=0 3101 339 2762 319 137 182 158 138 103 106 67 2723 2693 81 44 2612 2591 2554 112 2442 92 65 2407 2321 86 66 2296 42 2275
internal_count=3121 3101 339 2762 319 137 182 158 138 103 106 67 2723 2693 81 44 2612 2591 2554 112 2442 92 65 2407 2321 86 66 2296 42 2275
is_linear=0
shrinkage=0.1


Tree=8344
num_leaves=31
num_cat=0
split_feature=44 158 142 45 147 147 0 3 3 13 13 3 52 16 132 2 393 399 1213 1212 16 1213 43 394 0 40 3 3 402 42
split_gain=5.80654e-10 1.93534e-09 6.1961e-10 3.56331e-09 8.43019e-10 1.28874e-09 1.29841e-09 7.1939e-10 3.11303e-09 4.08227e-09 2.09532e-09 2.03576e-09 6.0706e-09 2.82421e-09 1.8823e-09 1.31627e-08 1.24183e-08 1.83947e-09 1.63864e-09 1.07081e-08 8.57092e-09 3.89835e-09 3.33195e-09 1.68118e-09 1.60732e-09 4.07427e-09 1.62703e-09 7.69151e-09 6.45532e-09 2.58689e-09
threshold=0.099360000000000018 -0.47356499999999996 -0.057499999999999989 0.083445000000000005 0.099230000000000013 0.093875000000000014 -0.23811499999999999 -0.080564999999999984 -0.080104999999999996 -0.072309999999999985 -0.16152999999999998 -0.081459999999999991 1.0000000180025095e-35 -0.092804999999999985 -0.083284999999999984 0.083935000000000023 0.11333500000000001 -0.065739999999999979 -0.090764999999999985 -0.089079999999999979 -0.08947999999999999 -0.086394999999999986 -0.03898999999999999 -0.10198999999999998 0.10455500000000001 -1.0000000180025095e-35 -0.078724999999999976 -0.07908999999999998 0.14135500000000004 0.090690000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 10 9 -9 -8 14 -13 -14 15 -12 18 -10 20 -20 -16 -21 -22 -23 26 -26 27 29 -28 -19
right_child=-2 2 3 -5 -6 -7 7 8 17 -11 11 12 13 -15 16 -17 -18 24 19 21 22 23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=8.4739217274747916e-07 -4.1724136498156774e-07 5.2581726389565693e-07 6.3594766359642567e-07 -1.3371855312982462e-06 4.9714561607275119e-07 -7.1859312080846396e-07 -9.7466569258131132e-07 -9.0786744005361641e-08 8.8034786281034704e-07 -1.8493736345962217e-06 2.6078824802120632e-06 -1.878579831344933e-07 2.0577615060801691e-06 5.7945264972301768e-07 -2.2035973250922329e-06 -1.2378693423706249e-07 -2.4234406313759057e-06 -2.7809173667296346e-07 2.295855508583329e-06 -1.0888438632792391e-06 -8.3812477547391096e-07 -8.1813766867484947e-07 7.1739190445896392e-07 6.4537204176278663e-08 3.4182402804579703e-07 -1.4650073650885203e-06 -1.8676079146856501e-08 -2.0116832855444008e-06 1.7109087903835726e-06 1.0172332529074475e-06
leaf_weight=27 33 22 32 20 34 25 20 33 22 22 22 65 24 28 20 89 21 58 21 31 21 22 40 1125 24 26 1128 23 22 21
leaf_count=27 33 22 32 20 34 25 20 33 22 22 22 65 24 28 20 89 21 58 21 31 21 22 40 1125 24 26 1128 23 22 21
internal_value=0 4.46465e-09 -2.97052e-09 -6.79853e-09 2.0149e-09 -3.62478e-09 2.4138e-09 -4.51007e-09 -5.7044e-08 -7.94222e-07 4.22584e-08 5.55602e-08 4.56412e-07 1.26175e-06 2.23452e-08 4.17625e-07 -1.13797e-08 -2.64211e-08 2.81932e-08 5.76014e-08 -4.07122e-07 1.77005e-08 1.81886e-07 4.76071e-08 -4.17428e-08 -5.97728e-07 -1.95389e-08 -4.02315e-07 1.44116e-08 6.62352e-08
internal_weight=0 3088 3061 3039 3019 2985 2960 2928 1379 55 1549 1529 117 52 1412 111 1301 1324 1280 1199 81 1178 61 1147 1302 50 1252 102 1150 79
internal_count=3121 3088 3061 3039 3019 2985 2960 2928 1379 55 1549 1529 117 52 1412 111 1301 1324 1280 1199 81 1178 61 1147 1302 50 1252 102 1150 79
is_linear=0
shrinkage=0.1


Tree=8345
num_leaves=31
num_cat=0
split_feature=12 130 1211 43 1212 402 16 1210 401 1204 1203 15 15 2 2 13 12 160 12 3 3 13 4 13 132 43 394 15 133 133
split_gain=5.26054e-10 1.01491e-09 5.29599e-10 1.47016e-09 8.64625e-10 8.25476e-10 2.36859e-09 1.06836e-09 6.78688e-10 6.19266e-10 1.18109e-09 6.19076e-10 6.04758e-09 3.0332e-09 1.6513e-08 9.73164e-09 2.59554e-08 6.10381e-09 3.33268e-09 3.55445e-09 2.88994e-09 5.1148e-09 4.38545e-09 2.71462e-09 1.37498e-09 2.25784e-08 1.78166e-08 2.69674e-09 1.48835e-09 2.28577e-09
threshold=0.23631000000000002 -0.22461999999999996 0.11716500000000001 0.062770000000000006 0.13631000000000001 -0.45454999999999995 -0.072359999999999994 0.26755500000000004 -0.099524999999999988 0.058775000000000008 -1.0000000180025095e-35 0.093115000000000017 0.092145000000000019 0.092875000000000013 0.094835000000000017 -0.081029999999999977 0.090455000000000021 -0.52336499999999997 0.094375000000000014 -0.073884999999999992 -0.067429999999999976 -0.050064999999999991 -0.053309999999999989 -0.083364999999999981 -0.083284999999999984 -0.011694999999999999 0.10448000000000002 0.084655000000000022 0.40431 0.26753000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 8 -7 10 -10 12 24 15 -15 16 23 -17 19 -19 22 -22 -16 -13 25 -12 28 -27 29 -26
right_child=-2 2 3 -5 -6 7 -8 -9 9 -11 11 13 -14 14 20 17 -18 18 -20 -21 21 -23 -24 -25 26 27 -28 -29 -30 -31
leaf_value=6.1395936170440651e-07 -4.7648268560885256e-07 -2.1787148322497765e-07 7.2155412281614253e-07 -3.6499148563962086e-07 -6.1812017629167917e-07 -4.7012206211104146e-07 1.1000686845363817e-06 -7.2053390697744499e-07 6.5054328065424935e-07 -5.407745618413174e-07 3.0447749659288095e-06 -4.5607203306966914e-07 -1.5666440219774814e-06 3.0510361046340442e-06 1.389670124751774e-07 2.0300235581771635e-06 -4.1169382708616812e-06 -1.410451332875792e-06 7.7787946032180521e-07 4.3152757655207098e-07 1.8398094402982681e-06 -2.3187411356064202e-08 -1.590217433224759e-06 1.0479834595855666e-06 3.3207427846163162e-09 -1.7733998561920537e-08 -2.9952579697578588e-06 -1.1805662884019816e-06 5.3657657231581773e-07 -7.89224573300335e-07
leaf_weight=27 23 30 33 20 23 31 25 21 28 21 25 30 25 21 44 20 20 22 36 20 20 56 22 20 2208 118 20 24 51 37
leaf_count=27 23 30 33 20 23 31 25 21 28 21 25 30 25 21 44 20 20 22 36 20 20 56 22 20 2208 118 20 24 51 37
internal_value=0 3.5352e-09 -1.83161e-09 3.11537e-07 -7.33476e-09 -2.64426e-09 3.81192e-07 -9.82487e-09 -4.71186e-09 2.83888e-10 4.24699e-09 -2.12719e-09 -1.90916e-08 1.26413e-07 4.33738e-07 -1.71765e-07 -1.0723e-06 4.71477e-07 7.18498e-08 -5.33319e-07 4.66722e-08 4.67075e-07 -4.37428e-07 1.4555e-07 -3.51015e-09 2.73612e-07 -2.34926e-08 -2.14269e-07 2.39386e-09 -9.74125e-09
internal_weight=0 3098 3071 53 3018 2995 55 2940 2919 2888 2867 2839 2508 331 163 168 70 98 78 42 142 76 66 50 2483 167 2316 142 2296 2245
internal_count=3121 3098 3071 53 3018 2995 55 2940 2919 2888 2867 2839 2508 331 163 168 70 98 78 42 142 76 66 50 2483 167 2316 142 2296 2245
is_linear=0
shrinkage=0.1


Tree=8346
num_leaves=31
num_cat=0
split_feature=132 393 1203 0 1453 0 0 484 4 43 133 4 51 1 3 13 42 3 1 13 3 403 160 482 34 11 0 0 42 0
split_gain=6.44196e-10 3.12998e-09 1.08928e-09 5.20625e-10 1.87274e-09 2.54536e-09 8.51005e-09 6.23138e-09 6.80298e-09 3.60406e-09 3.75135e-09 5.42607e-09 3.16201e-09 7.29208e-09 6.06544e-09 3.18639e-09 2.99379e-09 2.37907e-09 1.76772e-09 2.84604e-09 4.41612e-09 2.2336e-09 1.87595e-09 2.67997e-09 1.49397e-09 1.47516e-09 1.74038e-09 1.86125e-09 1.49754e-09 1.41407e-09
threshold=-0.083174999999999985 0.12069000000000002 0.088820000000000024 -0.074479999999999977 -0.065549999999999983 -0.067094999999999988 -0.068189999999999987 0.073690000000000019 0.057560000000000007 0.055925000000000009 0.09112000000000002 -0.076229999999999978 0.067785000000000012 0.10337500000000001 -0.063814999999999997 -0.0062949999999999994 -0.098769999999999983 -0.063074999999999978 0.085475000000000009 -0.092094999999999982 -0.053259999999999995 0.03138500000000001 -0.087694999999999981 0.084620000000000015 -0.08786999999999999 0.095360000000000014 0.12445000000000002 0.056435000000000006 0.10705500000000003 -0.038659999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 24 -5 6 7 8 9 10 17 -12 16 14 -14 -15 -7 -6 19 -18 21 29 23 -20 -2 26 27 28 -24 -21
right_child=1 -3 -4 4 5 12 -8 -9 -10 -11 11 -13 13 15 -16 -17 18 -19 22 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.0021031761910403e-08 8.7137236516268565e-07 1.228989943532118e-06 -7.4723577773637222e-07 8.1220204937911464e-07 6.8556869306318028e-07 8.6332871018707784e-07 -2.2921318680974291e-06 1.4985635596076464e-06 -2.0094470383727724e-06 7.969580032136726e-07 -4.6607526120864995e-08 -1.8917615744840077e-06 2.6019239945679581e-06 3.6795189426742503e-07 3.7257226888589061e-07 -9.704977565920201e-07 5.7632981464747806e-07 -6.0956399774726306e-07 1.4611873730530079e-06 -7.4913047092341239e-07 -1.6775298426807696e-06 4.6259882215811865e-07 -3.5700956688239568e-07 -1.5626918036830485e-07 2.3403775199943778e-08 5.5232497494040631e-07 -8.9272957040975606e-07 5.8633637942356088e-07 4.350278882627428e-07 -5.2118179900461606e-09
leaf_weight=194 21 21 28 24 37 31 21 20 22 33 34 30 23 46 26 29 27 23 20 78 28 30 135 21 1956 31 30 35 29 38
leaf_count=194 21 21 28 24 37 31 21 20 22 33 34 30 23 46 26 29 27 23 20 78 28 30 135 21 1956 31 30 35 29 38
internal_value=0 1.2574e-08 -1.64174e-07 3.69818e-09 -5.93044e-08 -8.3154e-08 -3.7756e-07 -1.7552e-07 -3.62568e-07 -1.31795e-07 -3.78963e-07 -9.11523e-07 1.54293e-08 4.70262e-07 1.419e-06 -1.49582e-07 -9.03854e-08 1.89101e-07 -1.4928e-07 -3.78916e-07 -5.27144e-07 -3.06522e-07 4.06502e-09 6.32734e-07 3.2411e-08 -9.50712e-08 -1.8271e-07 -7.56719e-08 -2.16954e-07 -5.05433e-07
internal_weight=0 2899 222 2878 901 877 220 199 179 157 124 64 657 124 49 75 533 60 502 201 174 146 301 41 1977 260 229 199 164 116
internal_count=3121 2899 222 2878 901 877 220 199 179 157 124 64 657 124 49 75 533 60 502 201 174 146 301 41 1977 260 229 199 164 116
is_linear=0
shrinkage=0.1


Tree=8347
num_leaves=31
num_cat=0
split_feature=1204 132 1203 394 129 129 1429 156 1429 46 1455 2 16 16 402 133 2 133 51 1429 475 483 158 52 52 50 4 48 147 15
split_gain=5.30021e-10 5.71068e-10 1.1241e-09 9.91824e-10 6.43558e-10 6.61033e-10 5.00199e-10 1.83933e-09 8.04872e-10 5.73039e-10 1.92305e-09 9.6039e-10 5.73389e-09 5.28175e-09 2.11075e-09 2.2619e-09 2.04322e-09 1.95634e-09 1.76818e-09 1.78811e-09 5.97888e-09 1.72671e-09 5.76925e-09 1.83027e-09 4.77108e-09 2.88883e-09 2.99355e-09 2.4397e-09 2.25976e-09 1.93818e-09
threshold=0.053645000000000005 -0.083174999999999985 0.088820000000000024 0.090335000000000013 -0.08133 -1.0000000180025095e-35 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.10253500000000002 0.11922500000000001 0.11263500000000001 0.63167000000000006 0.6352000000000001 0.095140000000000016 -0.030254999999999994 0.11177500000000001 -0.086649999999999991 -0.44986999999999994 -0.066319999999999976 -0.011519999999999997 0.10143000000000001 0.10654500000000001 0.10263500000000002 0.12418000000000001 0.091320000000000012 -0.049534999999999989 -0.072824999999999987 1.0000000180025095e-35 -0.077844999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -7 8 -8 10 11 13 14 16 15 17 18 -13 -10 20 -20 22 23 25 -25 26 -17 -28 29 -29
right_child=-2 3 -4 -5 5 6 7 -9 9 -11 -12 12 -14 -15 -16 21 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-8.6252019610061173e-08 4.1829808390995523e-07 4.6215719000504887e-07 -8.5894225938838136e-07 5.8920450723478329e-07 -5.1538870263811986e-07 -4.9720280003384688e-07 -6.1895838197891686e-07 9.602306593592403e-07 -8.7036899151865767e-07 -4.559215110728272e-07 9.6028914875373201e-07 -1.1097687604433305e-08 -1.7882188797102571e-06 1.6050571589619812e-06 -1.0602321049191233e-06 9.6106697855468552e-07 9.4927638557514326e-07 1.3708421088646598e-06 -4.4260565674441187e-07 -3.8407803188681657e-09 1.6060510180945392e-06 -8.2675567325858201e-07 1.4398408316083079e-06 -1.7670645162149374e-06 5.7745929151870341e-08 -1.1465808375717081e-06 -1.1142396357399775e-06 1.2182211218628039e-07 1.0522989421701823e-06 -6.6972656410565299e-07
leaf_weight=182 30 30 21 29 25 20 21 20 23 27 21 20 20 21 20 33 23 21 29 2114 28 29 25 23 38 21 20 126 20 41
leaf_count=182 30 30 21 29 25 20 21 20 23 27 21 20 20 21 20 33 23 21 29 2114 28 29 25 23 38 21 20 126 20 41
internal_value=0 -4.06241e-09 -1.66185e-07 7.33336e-09 1.43121e-09 -3.45454e-09 1.10978e-09 4.68961e-09 -2.22458e-09 2.49704e-09 7.05422e-09 -3.73581e-10 -1.32478e-07 2.66021e-08 -5.67001e-08 -8.56908e-09 1.16506e-08 6.96725e-07 1.82132e-09 1.10615e-08 5.63752e-07 -8.54762e-08 -2.35248e-08 -1.3714e-07 -6.30297e-07 -2.18812e-08 7.653e-08 -6.44832e-08 4.77902e-08 -7.25102e-08
internal_weight=0 3091 203 2888 2859 2829 2804 2784 2764 2743 2716 2695 457 2238 437 417 2217 41 2194 2171 57 376 347 322 61 261 240 207 187 167
internal_count=3121 3091 203 2888 2859 2829 2804 2784 2764 2743 2716 2695 457 2238 437 417 2217 41 2194 2171 57 376 347 322 61 261 240 207 187 167
is_linear=0
shrinkage=0.1


Tree=8348
num_leaves=31
num_cat=0
split_feature=156 1429 157 484 157 2 49 474 1371 3 4 151 43 148 0 1446 480 2 1447 2 2 3 42 2 2 2 13 3 45 2
split_gain=5.46349e-10 7.79425e-10 5.26778e-10 4.9932e-09 4.04751e-09 3.54855e-09 6.07447e-09 4.62748e-09 2.19267e-09 4.4978e-09 2.092e-09 1.14573e-09 1.05215e-09 9.39788e-10 1.42298e-09 8.50184e-10 1.68704e-09 1.20365e-09 9.87625e-09 4.76575e-09 1.21517e-08 8.06979e-09 6.17501e-09 5.04359e-09 3.9278e-09 2.7823e-09 7.20436e-09 2.06831e-09 1.86382e-09 1.86212e-09
threshold=0.3248100000000001 -0.23166999999999996 -0.087424999999999989 0.08764000000000001 -0.086394999999999986 0.10402500000000002 0.08610000000000001 0.088710000000000011 0.083235000000000017 -0.082879999999999995 -0.046564999999999988 -0.54279999999999984 -0.079329999999999984 -0.10069499999999999 -0.26609999999999995 -0.09143999999999998 0.11471500000000003 0.091055000000000011 0.040965000000000008 0.093175000000000022 0.093680000000000013 -0.069009999999999974 0.094525000000000012 0.09167500000000002 0.094400000000000026 0.090425000000000019 -0.053889999999999993 -0.081164999999999987 0.094030000000000016 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 7 12 11 -10 -7 -6 -3 -13 -15 -16 17 18 25 21 -21 22 23 -19 -22 29 -27 -25 -26 -17
right_child=-2 2 4 -5 8 10 -8 -9 9 -11 -12 13 -14 14 15 16 -18 19 -20 20 24 -23 -24 27 28 26 -28 -29 -30 -31
leaf_value=5.7126487433833979e-07 -4.855905800745266e-07 -2.4106906672776471e-08 1.2511878786916408e-06 -1.6559782548597469e-06 7.625692660440109e-07 -5.2247178246034314e-08 1.5941494832511744e-06 -1.4345466557230679e-06 -1.7503444515417263e-06 3.4505865187384188e-07 -1.498621438997816e-06 6.0144738453205857e-07 8.3554847426133482e-07 -8.4302938546443334e-07 -6.4613297780624633e-07 -1.4558630121408157e-08 8.2595577828215028e-07 8.8519528069561844e-07 -1.9168986552488478e-06 -2.1728529382016859e-06 1.1158251073966849e-06 2.2588563064118717e-06 1.8109351111932138e-06 -2.2035246287386046e-07 4.4029776812330424e-08 -2.2116298146102056e-06 3.3472498580522372e-07 -1.4886911122857783e-06 -8.673514462711668e-07 7.945196301271797e-07
leaf_weight=24 23 35 26 20 20 20 28 20 21 20 20 26 24 20 20 1490 25 33 28 25 34 25 21 36 920 20 25 20 23 29
leaf_count=24 23 35 26 20 20 20 28 20 21 20 20 26 24 20 20 1490 25 33 28 25 34 25 21 36 920 20 25 20 23 29
internal_value=0 3.59899e-09 -8.33012e-10 -1.73546e-07 9.08895e-09 2.81449e-08 3.28548e-07 -1.20019e-07 -2.12055e-09 -7.28197e-07 -7.75434e-07 8.36154e-09 3.25583e-07 3.01254e-09 -2.55628e-09 3.50336e-09 8.22113e-09 7.29973e-10 -5.53951e-08 7.93149e-08 4.16671e-09 6.37081e-07 2.68496e-07 -9.54502e-08 5.98735e-08 -2.20689e-08 -7.96988e-07 -6.73331e-07 2.1801e-08 8.87894e-10
internal_weight=0 3098 3074 167 2907 147 107 79 2881 41 40 2840 59 2820 2794 2774 2754 2729 1592 1137 1002 135 110 89 977 1564 45 56 943 1519
internal_count=3121 3098 3074 167 2907 147 107 79 2881 41 40 2840 59 2820 2794 2774 2754 2729 1592 1137 1002 135 110 89 977 1564 45 56 943 1519
is_linear=0
shrinkage=0.1


Tree=8349
num_leaves=31
num_cat=0
split_feature=50 132 1211 50 403 4 157 50 51 1447 475 50 50 42 44 48 1452 16 50 4 12 1177 128 0 128 401 1211 133 133 12
split_gain=5.28201e-10 9.50621e-09 1.02531e-08 4.16252e-09 3.46045e-09 2.62628e-09 1.74408e-09 1.33514e-09 1.39514e-09 1.85145e-09 2.23941e-09 1.73079e-09 1.84784e-09 8.58176e-09 1.35336e-09 2.53586e-09 1.18626e-09 1.18354e-09 1.18334e-09 7.38782e-09 1.12312e-09 1.0017e-09 1.57704e-09 2.0317e-09 1.13334e-09 1.16621e-09 1.6218e-09 1.56895e-09 2.06269e-09 5.94547e-09
threshold=0.090630000000000016 -0.083284999999999984 0.11048500000000001 0.089915000000000009 -0.065924999999999997 -0.078629999999999992 0.086545000000000011 0.093680000000000013 -0.025879999999999997 -0.086849999999999997 -0.084264999999999993 0.10917 0.11610000000000001 0.087405000000000024 0.099360000000000018 0.10493500000000001 0.11396500000000002 -0.074319999999999983 0.083090000000000011 -0.083439999999999986 0.088105000000000003 -0.083709999999999993 0.10670500000000001 -0.079459999999999989 0.09445000000000002 -0.13200999999999999 0.082210000000000019 0.51114000000000004 0.40945500000000007 0.098150000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 16 5 -3 7 -6 -9 -10 -11 17 13 -13 15 -14 18 20 21 -20 -12 -1 24 -24 25 26 -23 28 -27 -30
right_child=1 2 -4 -5 6 -7 -8 8 9 10 11 12 14 -15 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 27 -28 -29 29 -31
leaf_value=6.3294865523497054e-07 1.8200443704093536e-06 1.6353130680120861e-06 -1.8717422709154823e-06 -1.4203183094910597e-06 -8.5343897495704377e-07 2.0974689018008315e-07 7.4659534114853794e-07 -6.3169230830942873e-07 7.374101087569736e-07 -1.0272115581582989e-06 -2.0466079293512964e-07 7.3820549147285423e-07 -4.6437273317436891e-08 -2.1912583190442094e-06 -6.9266905980281904e-07 1.1462223054340113e-06 7.6043405069725625e-07 1.0555128173192233e-06 -7.497977682921755e-07 1.3304261020302397e-06 6.7109435256632556e-07 1.1175554753944675e-06 -1.1301185098537989e-06 1.4427789148447285e-07 4.7868712385934494e-07 -4.0996627086602763e-08 -9.793403730485728e-08 -7.2210329053081237e-07 1.8180089512043198e-06 -4.8144241230582576e-07
leaf_weight=23 30 24 28 21 20 28 29 33 35 21 32 20 94 20 21 22 20 22 31 38 27 21 29 22 45 2264 23 33 22 23
leaf_count=23 30 24 28 21 20 28 29 33 35 21 32 20 94 20 21 22 20 22 31 38 27 21 29 22 45 2264 23 33 22 23
internal_value=0 9.35255e-08 -1.52887e-08 -1.80928e-08 1.0074e-07 8.67701e-07 2.75623e-11 -5.89655e-08 -1.31746e-08 5.18289e-08 -3.41759e-08 4.66526e-08 -1.28561e-07 -7.26526e-07 4.60273e-08 1.79757e-07 -6.74094e-09 4.29527e-07 -1.27019e-08 3.95833e-07 1.96109e-07 -2.3955e-08 -3.00423e-08 -5.80379e-07 -1.84968e-08 -2.78737e-08 4.82186e-07 -3.74563e-08 -2.76714e-08 6.42734e-07
internal_weight=0 506 476 2615 448 52 396 367 347 314 279 258 177 40 137 116 2594 81 2574 69 59 2505 2482 51 2431 2386 44 2342 2309 45
internal_count=3121 506 476 2615 448 52 396 367 347 314 279 258 177 40 137 116 2594 81 2574 69 59 2505 2482 51 2431 2386 44 2342 2309 45
is_linear=0
shrinkage=0.1


Tree=8350
num_leaves=31
num_cat=0
split_feature=132 393 393 50 1176 16 2 133 403 52 1348 448 457 2 15 448 47 10 33 47 47 43 43 457 49 1455 49 1374 1375 151
split_gain=6.27894e-10 2.55953e-09 8.89313e-10 8.16529e-10 6.28384e-10 5.45787e-10 1.03528e-09 1.25311e-09 8.88716e-10 8.33044e-10 5.166e-10 1.125e-09 1.05211e-09 3.62072e-09 6.84945e-09 1.27877e-09 7.79058e-10 8.76513e-09 5.31953e-09 1.38155e-09 1.378e-09 1.24069e-09 6.21728e-09 2.79375e-09 2.98802e-09 3.86907e-09 5.68186e-09 2.42251e-09 2.29637e-09 1.90458e-09
threshold=-0.083174999999999985 0.11333500000000001 0.10483000000000002 0.09227500000000001 0.087330000000000019 -0.071854999999999988 0.097070000000000004 -0.14717499999999997 -0.08989999999999998 -0.065544999999999978 0.095915000000000014 0.056825000000000007 0.098180000000000003 0.087245000000000003 -0.074054999999999996 -0.087679999999999994 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.091210000000000013 0.097970000000000015 -0.082389999999999977 -0.08287499999999999 0.085360000000000005 0.11236 0.091225000000000014 0.097940000000000013 0.088460000000000011 -0.064299999999999982 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 10 6 7 -1 -9 -7 11 12 15 -14 -15 -2 18 -18 -17 21 -19 22 23 24 25 26 -20 28 -23 -30
right_child=1 -3 -4 -5 -6 9 -8 8 -10 -11 -12 -13 13 14 -16 16 17 20 19 -21 -22 27 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=6.094831810252379e-07 7.8553259646425793e-07 1.0408293344532638e-06 -6.7841996485248248e-07 -5.945131516893054e-07 5.6240171801391621e-07 -7.682378666955132e-08 -7.1266228663565319e-07 3.1817055372584947e-07 -5.0172820874577041e-07 6.9747546008377031e-07 -4.9424300243572359e-07 7.3278387000235468e-07 7.0146543229363746e-07 4.5980916317366004e-07 -1.8510137406651509e-06 -1.3392230112193224e-06 2.177608449756008e-06 -7.3453383365680886e-07 -2.7169395310005976e-08 8.0819895764588652e-07 7.6807029044758167e-08 1.0286142925863829e-06 1.8432697865478076e-06 1.2187800723495457e-06 8.6816152942831725e-07 1.0935562154509956e-06 -1.6303632107125218e-06 -9.2865967213774358e-07 -6.1705827118681642e-08 8.9678528097248912e-07
leaf_weight=26 21 24 29 27 20 33 24 20 39 24 21 21 22 23 29 30 20 23 569 21 233 20 20 20 39 29 23 31 1619 21
leaf_count=26 21 24 29 27 20 33 24 20 39 24 21 21 22 23 29 30 20 23 569 21 233 20 20 20 39 29 23 31 1619 21
internal_value=0 1.24114e-08 -1.62086e-07 -8.45023e-08 3.82634e-09 -1.54877e-09 -1.32673e-07 3.10891e-08 -2.23796e-07 2.49197e-07 -8.66231e-11 3.57509e-09 -1.86871e-09 -3.7394e-07 -8.28919e-07 8.1836e-09 2.17759e-09 1.61427e-07 -1.58211e-08 6.39079e-10 3.91312e-09 -6.45367e-09 1.05507e-07 5.4396e-08 1.91117e-08 -3.42103e-08 -8.94556e-08 -5.28004e-08 -3.6444e-08 -4.94325e-08
internal_weight=0 2899 222 193 2875 166 109 85 59 57 2855 2834 2813 74 52 2739 2718 276 2442 2412 256 2391 700 680 660 621 592 1691 1660 1640
internal_count=3121 2899 222 193 2875 166 109 85 59 57 2855 2834 2813 74 52 2739 2718 276 2442 2412 256 2391 700 680 660 621 592 1691 1660 1640
is_linear=0
shrinkage=0.1


Tree=8351
num_leaves=31
num_cat=0
split_feature=1211 50 2 132 393 394 403 1210 3 1212 484 481 52 13 0 43 13 13 42 4 403 1212 2 403 0 1208 42 1210 13 1185
split_gain=6.14269e-10 5.54302e-09 1.11683e-09 8.51211e-10 2.50832e-09 1.30947e-09 6.69761e-10 3.97854e-09 5.35168e-09 3.24508e-09 2.55396e-09 6.14375e-09 1.83031e-09 6.79858e-09 2.09602e-09 1.37113e-09 3.71171e-09 4.03153e-09 2.29174e-09 2.48953e-09 2.2188e-09 2.81604e-09 4.20084e-09 2.3531e-09 2.54671e-09 2.75675e-09 2.09492e-09 3.69665e-09 8.83706e-10 8.59016e-10
threshold=0.11048500000000001 0.096900000000000014 0.087855000000000003 -0.083284999999999984 0.10483000000000002 0.090335000000000013 -0.0047449999999999992 -0.064799999999999983 -0.081644999999999981 -0.087464999999999987 -0.081614999999999979 -0.081614999999999979 0.10611000000000001 -0.080519999999999994 -0.068604999999999985 -0.0017249999999999998 -0.083894999999999983 -0.090639999999999984 0.086135000000000003 -0.079329999999999984 -0.081499999999999989 0.087440000000000004 0.085235000000000019 -0.091194999999999984 -0.067094999999999988 0.092250000000000013 -0.088934999999999986 -0.062539999999999984 -0.011289999999999998 0.086265000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 9 8 -8 -5 -11 -12 15 -14 -15 16 17 -13 -17 -20 21 23 -23 24 25 26 -18 -28 -29 -9
right_child=1 -3 -4 5 -6 -7 7 29 -10 10 11 12 13 14 -16 18 20 -19 19 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-7.7977458920158881e-08 -7.7768165243943934e-07 1.6264907292845071e-06 1.1439827510962964e-07 1.3488759583424327e-06 -1.1626247719220829e-06 6.5370923992656663e-07 1.7040265447576531e-07 2.3290889217264524e-10 -2.1152605019854793e-06 -8.1477573914412466e-07 1.6036218749622306e-06 8.5746583285602665e-08 -1.9503509736837478e-06 9.5765102920657744e-07 -3.9753053567892499e-07 4.7456004085688624e-07 -5.7794315884152074e-07 1.9186703146563862e-06 -1.5537233322149291e-06 -6.9716155446887853e-08 7.5664763640722813e-07 8.1643335610243943e-08 -1.5164960488838351e-06 1.1424409800990057e-06 9.5085998634658606e-07 -9.2926172411346356e-07 1.5544443300541389e-06 -5.223388899754479e-07 2.864701204024251e-07 -6.2779302719594525e-07
leaf_weight=191 23 22 36 20 24 31 20 2172 21 32 26 24 21 21 25 25 32 24 20 26 39 38 29 21 25 34 20 22 35 22
leaf_count=191 23 22 36 20 24 31 20 2172 21 32 26 24 21 21 25 25 32 24 20 26 39 38 29 21 25 34 20 22 35 22
internal_value=0 2.71783e-07 -2.33362e-07 -7.24407e-09 -1.99054e-07 7.35388e-09 1.82434e-10 -2.43033e-08 -1.0003e-06 9.80818e-08 5.16701e-08 1.06357e-07 2.54238e-08 -4.59477e-07 2.21139e-07 1.03898e-07 1.86696e-07 1.00221e-06 -2.961e-07 -7.14937e-07 5.4003e-08 -5.30405e-08 -6.10089e-07 1.44432e-07 1.96804e-08 -1.43113e-07 1.02107e-07 3.84726e-07 -2.57018e-08 -6.06453e-09
internal_weight=0 81 59 3040 215 2825 2794 2235 41 559 539 507 481 67 46 414 343 48 71 46 295 256 67 189 168 143 109 77 57 2194
internal_count=3121 81 59 3040 215 2825 2794 2235 41 559 539 507 481 67 46 414 343 48 71 46 295 256 67 189 168 143 109 77 57 2194
is_linear=0
shrinkage=0.1


Tree=8352
num_leaves=31
num_cat=0
split_feature=448 447 1211 403 401 402 1210 401 33 34 34 11 0 0 157 12 2 4 4 4 1213 130 157 2 1 1 4 42 52 12
split_gain=6.10997e-10 1.08734e-09 5.3986e-10 1.32332e-09 1.06831e-09 2.27334e-09 9.62447e-10 8.68173e-10 5.64087e-10 6.75877e-10 7.48046e-10 6.22025e-10 6.85981e-10 4.02391e-09 2.93753e-09 5.30324e-09 2.04224e-09 7.98208e-10 7.73939e-10 2.69513e-09 4.73064e-09 2.31102e-09 2.56011e-09 2.42272e-09 7.16601e-09 2.56164e-09 2.09108e-09 1.97624e-09 1.37067e-09 1.69848e-09
threshold=0.068920000000000023 0.094005000000000019 0.11716500000000001 0.022375000000000003 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.13729500000000003 -0.0066799999999999993 -0.112215 -0.085114999999999982 -1.0000000180025095e-35 0.12358500000000001 0.10455500000000001 -0.04831499999999999 0.099400000000000002 0.10699500000000002 -0.50427999999999995 -0.086849999999999997 -0.08835999999999998 -0.081649999999999986 0.084355000000000027 -0.081579999999999986 0.09678500000000001 0.096125000000000016 0.10254500000000001 -0.086394999999999986 -0.031659999999999994 0.091275000000000009 0.08598500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 7 8 -7 -10 -11 -12 13 18 -14 16 17 -16 19 21 -21 22 -13 27 -25 -26 -20 -24 29 -29
right_child=-2 -3 3 -5 5 6 -8 -9 9 10 11 12 14 -15 15 -17 -18 -19 26 20 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-6.3425805331428797e-07 -5.509494690159045e-07 5.8345064744003141e-07 7.1868056430446367e-07 -3.0293271200727238e-07 8.3593843456242214e-07 3.9302863583276012e-07 -7.0282607644855943e-07 5.6852300169487951e-07 -5.6883728764102099e-07 5.2150393317928181e-07 -5.4700160955111312e-07 -7.2370805155790581e-07 -7.973380231463955e-07 -1.2616959574748202e-06 -3.6342665765687343e-08 1.8256881987936554e-06 -7.4950718581848465e-07 7.3738614602802955e-07 -9.2406280242694455e-07 -2.0516656036306814e-07 1.7417744050345181e-06 -8.8715455929170393e-07 5.2176459964433282e-07 2.3042151853935876e-06 -8.069537784649583e-07 5.9123638364081007e-07 -2.2184691092347053e-08 -3.8970426972949874e-07 -8.8224148949113717e-07 5.6544739173847941e-07
leaf_weight=27 20 32 32 21 32 34 20 26 22 26 22 33 23 26 24 22 22 30 26 24 26 26 48 20 20 38 2292 52 26 29
leaf_count=27 20 32 32 21 32 34 20 26 22 26 22 33 23 26 24 22 22 30 26 24 26 26 48 20 20 38 2292 52 26 29
internal_value=0 3.54906e-09 -2.49749e-09 3.1389e-07 -8.05735e-09 -2.40081e-09 -1.14731e-08 -6.76524e-09 -1.19035e-08 -1.66889e-08 -1.24342e-08 -1.73414e-08 -1.31901e-08 -2.36825e-08 2.19724e-07 4.58422e-07 6.26342e-08 3.93507e-07 -1.15817e-08 1.28847e-07 8.07243e-07 1.26836e-08 1.00638e-07 2.1739e-07 6.71951e-07 1.09102e-07 -3.23007e-08 -1.13563e-08 -2.50513e-07 -4.77364e-08
internal_weight=0 3101 3069 53 3016 2989 2957 2937 2911 2877 2855 2829 2807 2686 121 98 76 54 2660 342 50 292 266 233 78 58 2318 155 107 81
internal_count=3121 3101 3069 53 3016 2989 2957 2937 2911 2877 2855 2829 2807 2686 121 98 76 54 2660 342 50 292 266 233 78 58 2318 155 107 81
is_linear=0
shrinkage=0.1


Tree=8353
num_leaves=31
num_cat=0
split_feature=1373 1374 456 150 1 1348 147 147 15 2 148 132 1203 1185 50 10 16 10 11 97 9 48 41 12 2 12 149 457 457 1375
split_gain=5.31622e-10 9.1664e-10 6.52713e-10 7.26658e-10 1.74263e-09 1.26728e-09 9.61521e-10 8.51463e-10 1.05534e-09 1.3827e-09 7.60255e-10 6.75478e-10 1.66373e-08 8.56037e-09 1.95163e-09 6.31134e-10 8.02738e-09 1.14359e-08 1.06876e-09 8.70611e-10 1.67065e-09 8.45909e-10 7.88047e-10 3.11107e-09 5.45361e-09 4.23289e-09 8.99525e-10 9.74104e-10 1.57771e-09 1.34007e-09
threshold=-1.0000000180025095e-35 -0.22591999999999998 -0.11319999999999998 0.12416000000000001 0.10887500000000001 -0.047944999999999995 0.10735000000000001 0.08598500000000002 -0.0079099999999999986 0.08734500000000002 -0.079549999999999996 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.093975000000000017 -0.011559999999999999 -0.056919999999999991 -0.094984999999999986 -1.0000000180025095e-35 -0.085969999999999977 -1.0000000180025095e-35 0.087745000000000004 0.076195000000000013 0.085565000000000016 0.086590000000000014 0.089085000000000011 0.075040000000000009 -0.11701499999999999 -0.08798499999999998 0.089575000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 11 9 -9 -10 12 14 -13 -7 16 17 21 -17 -20 -21 -15 26 24 -24 -25 27 -22 -29 -30
right_child=1 2 3 4 -6 6 -8 8 10 -11 -12 13 -14 15 -16 18 -18 -19 19 20 22 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=-4.502937728672735e-07 6.622178988534091e-07 -5.3143400750939144e-07 -7.9584424838685674e-07 1.0305250932354036e-06 -2.5921289193320268e-07 -1.9960697272836117e-08 -6.8821450099676446e-07 -1.2386419712129282e-08 -5.2650108435565407e-07 9.3919657723057075e-07 3.146863149213046e-07 -1.9809021570050721e-06 2.7720579359877011e-06 3.4531280820813445e-07 -1.0424660125690502e-06 7.3806114698982127e-07 1.0003206788512995e-06 -2.7441787520646442e-06 -6.5300072492391349e-07 7.1620302909044162e-07 6.7457047494133896e-07 -5.0005533353214554e-07 2.1166368117064852e-06 -1.2521105529591145e-06 -1.3894574265343124e-09 5.1683067558696489e-07 -4.4999491310788828e-07 -6.9605107188580764e-07 -7.2295308921474672e-09 7.770851811725068e-07
leaf_weight=26 21 23 20 22 20 168 20 26 21 37 22 22 22 29 21 20 35 22 20 33 21 20 20 24 31 31 46 33 2223 22
leaf_count=26 21 23 20 22 20 168 20 26 21 37 22 22 22 29 21 20 35 22 20 33 21 20 20 24 31 31 46 33 2223 22
internal_value=0 3.78509e-09 -7.12992e-10 3.28786e-09 4.16364e-07 -2.47792e-09 2.83066e-09 7.48573e-09 2.858e-07 5.4648e-07 -9.61261e-08 -2.81861e-09 1.69384e-07 -1.65195e-08 -1.33572e-07 -8.74219e-11 -2.3913e-07 -8.50126e-07 9.95159e-09 4.13602e-09 9.42698e-09 2.64587e-10 -8.89775e-11 2.66611e-07 8.29209e-07 -2.55071e-07 -1.21445e-08 -3.38368e-09 -9.63348e-09 4.56404e-10
internal_weight=0 3095 3074 3051 42 3009 2989 2969 106 63 43 2863 211 2652 189 2630 106 71 2524 2504 2484 49 2451 106 51 55 2345 2299 2278 2245
internal_count=3121 3095 3074 3051 42 3009 2989 2969 106 63 43 2863 211 2652 189 2630 106 71 2524 2504 2484 49 2451 106 51 55 2345 2299 2278 2245
is_linear=0
shrinkage=0.1


Tree=8354
num_leaves=31
num_cat=0
split_feature=12 130 142 11 147 150 160 448 150 150 150 150 10 4 51 133 33 9 10 31 13 1186 4 159 159 159 0 2 374 49
split_gain=5.79279e-10 8.05953e-10 5.14176e-10 1.17425e-09 8.32709e-10 1.22479e-09 3.78519e-09 1.41178e-09 1.11289e-09 7.75663e-10 7.24368e-10 7.60123e-10 6.69727e-10 1.13726e-08 1.72744e-08 7.92617e-09 1.11609e-09 1.14245e-09 2.30835e-09 7.60951e-10 6.05618e-10 3.07922e-09 2.74228e-09 1.82452e-09 2.70193e-09 2.07586e-09 1.6765e-09 3.59128e-09 1.59474e-09 1.52847e-09
threshold=0.23631000000000002 -0.22461999999999996 -0.057499999999999989 -0.014494999999999999 0.099730000000000027 0.12640500000000002 -0.073679999999999982 1.0000000180025095e-35 0.11857000000000002 0.11456000000000001 0.11156000000000001 0.10801000000000001 -0.011559999999999999 0.053180000000000012 0.081440000000000026 0.085265000000000021 -0.012019999999999998 0.088235000000000022 -0.0069899999999999988 -1.0000000180025095e-35 -0.0034749999999999994 -0.085584999999999981 -0.42529999999999996 0.10545500000000001 0.097495000000000012 0.11208000000000001 -0.043914999999999989 0.10882500000000002 0.087505000000000013 -0.13330999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 8 9 10 11 12 13 14 -5 -15 -14 18 -18 -20 22 -22 -21 24 -23 -25 28 -28 29 -24
right_child=-2 2 3 4 -6 6 -8 -9 -10 -11 -12 -13 16 15 -16 -17 17 -19 19 20 21 23 26 25 -26 -27 27 -29 -30 -31
leaf_value=5.4767864159859732e-07 -5.0000433218330102e-07 4.599782995976891e-07 -7.3264107411122581e-07 -3.5642830829374365e-06 5.0800590614130667e-07 3.6726426541323379e-07 -1.3391024870438393e-06 7.5194619603280455e-07 -7.1129251931655415e-07 6.2324976056515891e-07 -6.0139414813420456e-07 5.6293380019667443e-07 6.8538627976029902e-07 2.2925466683296864e-06 3.4483909176357817e-07 -4.890810239999155e-07 1.0048124171708365e-06 -6.1324288549731902e-07 -6.0089852247474923e-07 -9.6089970290611218e-07 1.1254395013161736e-06 5.20155076923921e-08 5.4083249458678695e-07 -1.2873343146273847e-06 1.230836109229472e-06 -7.4378981295477972e-08 1.5251603377402552e-06 -5.8608290184147012e-08 8.5715418776999294e-07 -5.6239156496631473e-08
leaf_weight=27 23 24 22 20 32 26 26 25 22 20 20 24 24 21 26 20 23 30 21 31 27 699 44 21 20 43 22 41 20 1677
leaf_count=27 23 24 22 20 32 26 26 25 22 20 20 24 24 21 26 20 23 30 21 31 27 699 44 21 20 43 22 41 20 1677
internal_value=0 3.71211e-09 -1.07041e-09 -4.7019e-09 5.92202e-10 -4.83287e-09 -4.85919e-07 3.67325e-09 -2.74199e-09 2.64437e-09 -1.67439e-09 2.52827e-09 -2.22429e-09 -2.75379e-07 -1.35478e-06 9.35655e-07 6.43939e-09 4.46483e-10 7.29315e-09 -1.31261e-09 3.44781e-09 7.54693e-08 -2.83437e-08 3.92634e-08 8.48061e-08 -4.7238e-07 -1.23186e-08 4.94454e-07 -3.06567e-08 -4.09741e-08
internal_weight=0 3098 3071 3047 3025 2993 52 2941 2916 2894 2874 2854 2830 87 46 41 2743 2719 2689 2666 2645 810 1835 783 719 64 1804 63 1741 1721
internal_count=3121 3098 3071 3047 3025 2993 52 2941 2916 2894 2874 2854 2830 87 46 41 2743 2719 2689 2666 2645 810 1835 783 719 64 1804 63 1741 1721
is_linear=0
shrinkage=0.1


Tree=8355
num_leaves=31
num_cat=0
split_feature=448 0 46 1456 2 154 157 471 97 9 1 120 2 2 33 0 12 13 0 484 2 3 484 482 484 16 13 13 16 160
split_gain=5.51339e-10 8.12614e-10 7.29553e-10 7.84687e-10 2.19862e-09 1.26924e-09 1.61879e-09 1.2317e-09 9.29914e-10 9.68242e-10 1.12532e-09 2.0957e-09 1.43692e-09 1.03267e-09 7.10868e-10 8.39335e-10 4.10312e-09 3.35277e-09 2.97706e-09 7.5027e-10 2.61562e-09 1.79614e-09 1.13592e-09 2.7935e-09 8.5332e-10 9.10387e-10 3.00915e-09 3.06349e-09 2.68707e-09 2.4344e-09
threshold=0.068920000000000023 -0.26343999999999995 0.084955000000000017 0.11253500000000001 0.10327000000000001 0.084190000000000001 0.63604500000000008 -0.085064999999999988 -0.086464999999999986 -0.092544999999999975 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.17760500000000004 -0.044254999999999996 0.12445000000000002 0.099400000000000002 0.090705000000000008 0.10455500000000001 -0.23687999999999995 0.09358000000000001 -0.084144999999999984 -0.14735999999999996 0.080200000000000007 -0.10156 -0.008069999999999999 -0.090639999999999984 -0.085964999999999986 -0.0068949999999999992 -0.0048599999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 -3 -9 -10 11 12 13 14 -11 18 17 -17 19 20 21 -16 23 -21 -24 -26 29 -28 -29 -27
right_child=-2 2 -4 4 -6 -7 -8 8 9 10 -12 -13 -14 -15 15 16 -18 -19 -20 22 -22 -23 24 -25 25 26 27 28 -30 -31
leaf_value=4.9695211576804332e-07 -5.2336550425025054e-07 7.4483786821521009e-07 4.3349979043153114e-07 -9.8050223381765776e-07 3.9227924474971588e-07 7.3904466843111507e-07 -9.0331772980789541e-07 -6.6926375958636145e-07 6.9197041874247134e-07 5.7696214136897309e-07 6.9044267448866188e-07 -7.4951691775176624e-07 8.4271113138356683e-07 -7.0654248464138847e-07 4.9156618965403484e-07 5.8180958944831224e-07 1.554813754296447e-06 -8.5885781156018005e-07 -9.3312776243692503e-07 -1.4002881022179282e-06 1.0985202320794255e-06 -6.6268775112478453e-07 6.4565752722955959e-07 1.3595006568470252e-07 2.8044466490214666e-08 -3.7331269216641277e-08 -1.1624634830316912e-06 -1.2119985761025667e-06 -8.6137031392591161e-08 1.1203403332996567e-06
leaf_weight=33 20 22 38 28 20 23 20 21 20 21 23 38 20 21 26 35 20 30 35 20 27 28 20 29 1776 39 30 22 582 34
leaf_count=33 20 22 38 28 20 23 20 21 20 21 23 38 20 21 26 35 20 30 35 20 27 28 20 29 1776 39 30 22 582 34
internal_value=0 3.36709e-09 -1.94201e-09 -7.40299e-09 -4.0851e-07 -9.46545e-10 -6.69842e-09 -5.96893e-10 -6.21896e-09 -1.41097e-09 -6.23281e-09 -1.18492e-08 -1.89134e-09 -7.935e-09 -2.64634e-09 -7.06762e-09 3.02281e-07 -8.31138e-08 -1.69232e-08 -4.74423e-09 2.94883e-07 -1.06936e-07 -1.42543e-08 -4.91086e-07 -4.91964e-09 -1.01599e-08 -1.0613e-07 -1.76135e-07 -1.27145e-07 5.01858e-07
internal_weight=0 3101 3068 3030 48 2982 2959 2939 2917 2896 2876 2853 2815 2795 2774 2753 85 65 2668 2633 81 54 2552 49 2503 2483 707 634 604 73
internal_count=3121 3101 3068 3030 48 2982 2959 2939 2917 2896 2876 2853 2815 2795 2774 2753 85 65 2668 2633 81 54 2552 49 2503 2483 707 634 604 73
is_linear=0
shrinkage=0.1


Tree=8356
num_leaves=31
num_cat=0
split_feature=12 130 50 132 1211 50 403 4 157 14 1455 159 475 484 483 132 12 16 1452 50 4 50 402 1209 12 142 46 52 52 52
split_gain=5.69582e-10 6.84969e-10 4.91899e-10 8.59293e-09 9.52941e-09 3.22498e-09 2.70643e-09 2.15556e-09 1.45808e-09 1.29058e-09 2.44431e-09 2.3029e-09 2.09872e-09 1.83914e-09 3.85121e-09 1.96482e-09 2.74303e-09 1.32654e-09 9.59919e-10 1.0655e-09 6.43744e-09 1.01411e-09 1.05389e-09 3.11878e-09 1.49094e-09 2.22396e-09 1.52458e-09 9.28584e-10 1.32108e-09 1.5527e-09
threshold=0.23631000000000002 -0.22461999999999996 0.090630000000000016 -0.083284999999999984 0.11048500000000001 0.089915000000000009 -0.065924999999999997 -0.078629999999999992 0.086545000000000011 -0.31455999999999995 0.10861000000000001 0.04105000000000001 -0.085754999999999984 -0.081109999999999988 0.085835000000000009 0.0087150000000000023 0.09320500000000001 -0.13941499999999998 0.11396500000000002 0.083090000000000011 -0.083439999999999986 0.020130000000000006 0.2506000000000001 -0.090519999999999975 0.12757000000000002 -0.057499999999999989 1.0000000180025095e-35 0.55608500000000005 0.51358000000000004 0.41423000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 18 7 -5 9 -8 11 12 -11 14 -14 16 17 -15 19 21 -21 22 23 -3 25 -25 27 28 29 -27
right_child=-2 2 3 4 -6 -7 8 -9 -10 10 -12 -13 13 15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=5.05163170422057e-07 -4.9579861762021726e-07 -1.2680077804816393e-06 1.7308785247867795e-06 1.4715276954291312e-06 -1.8037962102011663e-06 -1.2526336393291007e-06 6.7972635841452642e-07 1.8001916665915425e-07 6.9119577002029158e-07 1.0065447283254384e-06 -1.1137601213497625e-06 -8.0236618453668874e-07 1.7750433547310726e-07 1.0453250607968454e-06 -1.5881819211114946e-06 -7.5448070901984465e-07 -4.8993053383128424e-07 2.8152068778558907e-07 6.8176761402582998e-07 -6.9561056776482508e-07 1.2462067302683528e-06 -6.3413263199486719e-07 6.4150463003898044e-07 1.0205111666870099e-06 -6.3539852703797814e-07 2.6449756024082999e-09 -8.4173074025205672e-07 -6.1144288815739854e-07 7.1008288299568589e-07 -7.3382929031140522e-07
leaf_weight=27 23 20 30 24 28 21 23 28 29 22 22 34 30 28 21 23 42 121 20 31 38 27 24 21 38 2224 22 25 26 29
leaf_count=27 23 20 30 24 28 21 23 28 29 22 22 34 30 28 21 23 42 121 20 31 38 27 24 21 38 2224 22 25 26 29
internal_value=0 3.68414e-09 -7.24827e-10 8.94906e-08 -1.4176e-08 -1.84796e-08 9.79254e-08 7.761e-07 8.64676e-09 -4.5435e-08 -9.4061e-08 -2.4175e-08 6.80148e-08 -9.90085e-09 -5.49543e-07 1.18705e-07 2.23854e-07 4.25054e-07 -8.29602e-09 -1.37619e-08 3.73796e-07 -2.46501e-08 -1.78753e-08 -2.44554e-08 -1.40273e-08 -3.96672e-09 -1.32161e-08 -5.30492e-09 1.34424e-09 -6.83472e-09
internal_weight=0 3098 3071 505 475 2566 447 52 395 366 343 321 287 265 51 214 191 149 2545 2525 69 2456 2429 2405 2385 2347 2326 2304 2279 2253
internal_count=3121 3098 3071 505 475 2566 447 52 395 366 343 321 287 265 51 214 191 149 2545 2525 69 2456 2429 2405 2385 2347 2326 2304 2279 2253
is_linear=0
shrinkage=0.1


Tree=8357
num_leaves=31
num_cat=0
split_feature=1211 50 133 132 1203 1185 1348 448 457 147 43 3 447 484 13 1375 13 13 133 482 0 130 15 484 484 39 33 4 47 47
split_gain=6.88461e-10 5.29792e-09 1.06322e-09 9.53359e-10 3.09897e-09 1.20995e-09 6.23751e-10 1.00991e-09 8.58073e-10 2.78463e-09 3.01608e-09 4.37654e-09 1.72492e-09 6.28904e-10 5.62842e-09 5.52843e-09 4.63156e-09 2.57118e-09 3.61429e-09 2.53032e-09 4.1992e-09 1.67505e-09 3.87104e-09 1.03875e-09 1.5349e-09 1.40822e-09 2.51895e-09 2.41312e-09 1.14532e-09 8.19201e-09
threshold=0.11048500000000001 0.096900000000000014 -0.007154999999999999 -0.083284999999999984 0.089005000000000015 -0.083264999999999992 0.095915000000000014 0.056825000000000007 0.092360000000000012 0.089365000000000014 -0.082689999999999986 0.090900000000000009 0.089635000000000006 0.091180000000000011 -0.085669999999999982 -0.096099999999999977 -0.088589999999999988 -0.082199999999999981 0.090665000000000009 0.090355000000000005 -0.08095999999999999 -0.23123999999999997 -0.52744999999999986 0.08764000000000001 0.086430000000000021 -1.0000000180025095e-35 -0.009184999999999997 0.052250000000000012 0.094160000000000008 0.096850000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 7 8 12 10 -10 -12 13 15 16 -7 -15 -16 19 20 -19 -17 -23 24 25 27 -27 -24 -28 -30
right_child=1 -3 -4 5 -6 6 -8 -9 9 -11 11 -13 -14 14 17 21 -18 18 -20 -21 -22 22 23 -25 -26 26 28 -29 29 -31
leaf_value=-7.6073967756747874e-08 -5.4542380235981615e-07 1.6121551322033735e-06 3.2498215788386324e-07 7.8283308994286923e-07 -1.2816801111389019e-06 -1.6669640515942775e-06 -5.4069258253331921e-07 6.9721331566965788e-07 -9.1158770044986486e-07 -1.341688055163104e-06 1.2714382917801613e-06 -5.1293648168750761e-07 7.196692264135068e-07 3.1341094835196977e-07 -9.6098813031630934e-07 8.9172419496294651e-07 2.202254111017239e-06 3.5156042692754212e-07 9.1206053422102478e-07 4.9936619964577965e-07 -1.4549029928167372e-06 -1.1958938021984346e-06 1.281296095820163e-06 -5.2473078950596477e-07 7.5249167983721625e-07 -1.0227238924187532e-06 -1.8199568462529979e-08 -1.5210847266189377e-07 2.0993444506768268e-06 3.530580228951757e-08
leaf_weight=191 36 22 23 20 24 20 21 21 26 20 28 27 34 34 31 21 21 22 35 26 31 27 23 36 28 24 1976 24 21 228
leaf_count=191 36 22 23 20 24 20 21 21 26 20 28 27 34 34 31 21 21 22 35 26 31 27 23 36 28 24 1976 24 21 228
internal_value=0 2.87738e-07 -2.06113e-07 -7.66013e-09 -2.10653e-07 7.7889e-09 2.26274e-09 6.35831e-09 1.10751e-09 -2.84991e-07 -2.40777e-08 3.95472e-07 1.19625e-08 2.80645e-09 1.73253e-07 -1.12337e-08 1.03461e-06 -1.53467e-07 6.61226e-08 -3.0866e-07 -7.0505e-07 2.51826e-09 -5.30466e-09 8.31648e-09 1.65737e-08 7.59906e-09 -3.72244e-09 5.49345e-07 7.26904e-09 2.09381e-07
internal_weight=0 81 59 3040 215 2825 2805 2784 2763 101 81 55 2662 2628 200 2428 55 145 114 79 53 2408 2387 2360 2324 2296 2249 47 2225 249
internal_count=3121 81 59 3040 215 2825 2805 2784 2763 101 81 55 2662 2628 200 2428 55 145 114 79 53 2408 2387 2360 2324 2296 2249 47 2225 249
is_linear=0
shrinkage=0.1


Tree=8358
num_leaves=31
num_cat=0
split_feature=130 121 33 1211 43 401 402 1210 401 34 104 33 10 4 12 12 43 12 4 12 12 42 157 475 52 15 2 15 402 12
split_gain=6.85955e-10 1.06774e-09 7.60885e-10 6.03272e-10 1.14697e-09 8.30603e-10 1.92717e-09 7.46601e-10 6.91366e-10 6.1882e-10 1.85546e-09 6.95905e-10 7.36716e-10 1.216e-08 7.12515e-10 3.02954e-09 1.31658e-08 2.91565e-09 4.20839e-09 3.5874e-09 2.99947e-09 3.01204e-09 1.65059e-09 3.5184e-09 3.00627e-09 1.35299e-09 2.60008e-09 2.1419e-09 1.29083e-09 1.25919e-09
threshold=-0.23647499999999996 -0.088279999999999983 -0.044254999999999996 0.11716500000000001 0.057265000000000003 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.13729500000000003 -0.08786999999999999 0.083745000000000014 0.082285000000000011 -0.010699999999999999 0.053180000000000012 0.098810000000000023 0.10061500000000002 -0.04652499999999999 0.096525000000000014 -0.040589999999999994 0.097325000000000009 0.095780000000000018 0.094165000000000013 -0.04831499999999999 -0.06562999999999998 -0.45478499999999994 0.11171000000000002 0.11747 0.091475000000000015 0.083170000000000008 0.11527000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 -7 8 9 -8 11 12 13 -11 17 16 -16 20 19 -19 -14 -22 23 -17 -24 27 -27 28 29 -26
right_child=1 2 3 4 -6 6 7 -9 -10 10 -12 -13 14 -15 15 22 -18 18 -20 -21 21 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=-5.8377133711928767e-07 6.5464341065535339e-07 5.9834420613112484e-07 -5.6370591850012444e-07 8.6007841566055036e-07 -7.8542424451673773e-08 7.6530579669054082e-07 4.3643196685631361e-07 -6.2384605456600187e-07 5.0258997226557353e-07 -1.7880936857456369e-06 -9.3494392917715571e-07 5.0194808894642715e-07 6.1059891915474269e-09 1.190167180289756e-06 8.5401878322954873e-07 2.6170281444137803e-07 -2.7744540216190217e-06 2.1864137209044137e-06 -1.8267497962298764e-07 4.4372882131129803e-07 -1.0484571582251633e-07 -1.6152134104113035e-06 1.1943057784048421e-06 -1.5479110667608136e-06 -1.2163597800956209e-07 -1.0331852672607057e-06 2.2443873310675696e-07 9.2606035370688645e-07 -7.8079187942204865e-07 4.7282763512157541e-07
leaf_weight=20 25 21 27 23 30 32 30 20 26 29 22 26 2231 26 20 22 20 21 40 27 31 23 21 21 124 35 31 26 21 50
leaf_count=20 25 21 27 23 30 32 30 20 26 29 22 26 2231 26 20 22 20 21 40 27 31 23 21 21 124 35 31 26 21 50
internal_value=0 3.75711e-09 -1.53293e-09 -5.65647e-09 3.28784e-07 -1.1561e-08 -6.54992e-09 -1.49425e-08 -1.07762e-08 -1.53836e-08 -2.01113e-08 -1.3037e-08 -1.77868e-08 -3.80189e-07 -1.05755e-08 -1.35656e-07 -9.60218e-07 1.0034e-08 5.74868e-07 1.20615e-06 -1.17189e-08 -7.4815e-07 -4.16885e-08 -6.22062e-07 3.93377e-08 -4.51722e-08 -4.42483e-07 7.34817e-08 -4.01954e-08 4.91869e-08
internal_weight=0 3101 3076 3055 53 3002 2975 2943 2923 2897 2867 2845 2819 55 2764 391 40 2373 88 48 2285 54 351 43 308 287 66 221 195 174
internal_count=3121 3101 3076 3055 53 3002 2975 2943 2923 2897 2867 2845 2819 55 2764 391 40 2373 88 48 2285 54 351 43 308 287 66 221 195 174
is_linear=0
shrinkage=0.1


Tree=8359
num_leaves=31
num_cat=0
split_feature=12 448 1348 132 1185 1203 15 159 15 47 2 47 40 0 3 49 2 52 3 484 1 1 10 0 97 34 160 43 16 12
split_gain=6.04239e-10 5.69637e-10 7.99938e-10 5.44569e-10 2.46767e-09 1.22525e-09 6.37276e-10 1.78234e-09 7.6683e-10 5.33155e-10 5.41472e-09 2.7652e-09 9.91432e-10 1.19886e-09 1.13254e-09 2.82858e-09 2.08854e-09 1.12039e-09 1.78737e-09 2.52347e-09 1.30327e-09 1.38471e-09 9.06732e-10 3.86096e-09 1.57601e-09 2.07962e-09 1.39985e-09 9.11062e-10 8.68216e-10 2.31806e-09
threshold=0.23631000000000002 0.068920000000000023 0.091105000000000005 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.5556049999999999 0.10569000000000002 -0.52744999999999986 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.049474999999999998 -0.026509999999999995 0.099930000000000005 0.10299000000000001 0.11704500000000001 -0.0027449999999999996 -0.078084999999999988 -0.073334999999999984 0.097115000000000021 0.10871500000000002 -0.0093599999999999985 -0.084804999999999978 -0.079444999999999988 -0.05547499999999999 0.079055000000000014 -0.081454999999999986 -0.50992999999999988 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -6 -8 11 -11 22 -12 14 15 17 -16 18 19 -14 -19 -22 23 -10 -24 -26 27 -25 29 -27
right_child=-2 -3 -4 4 6 -7 8 -9 9 10 12 -13 13 -15 16 -17 -18 20 -20 -21 21 -23 24 26 25 28 -28 -29 -30 -31
leaf_value=-6.3006252042021943e-08 -5.1065993998038366e-07 -5.2816437573710567e-07 5.2110571308124544e-07 1.0939894883406288e-06 -2.6530037557037649e-07 -7.9381750923018376e-07 -6.1676472697058669e-07 1.0697428115236106e-06 1.3785677921305251e-06 -1.7106013014611677e-06 5.6829085329573667e-07 1.1912268900005074e-06 -1.3711450450996796e-06 -8.1220133779424947e-07 1.2078837794149424e-06 -1.1110807649856725e-06 -9.4783552206934027e-08 8.4044610001252177e-07 4.5759288274927744e-07 -1.1733792841065831e-08 -5.8640312684846414e-07 5.2330860136823074e-07 -8.4392500318906309e-07 4.8714701315268698e-08 9.9708416416076166e-07 -6.2767928922415116e-07 5.7063310340378273e-07 -8.6136122699930309e-07 9.3399595967469004e-09 5.8793535989328429e-07
leaf_weight=195 23 20 30 21 20 26 20 20 25 20 27 20 22 20 20 25 32 29 27 36 22 23 22 22 21 62 22 22 2206 21
leaf_count=195 23 20 30 21 20 26 20 20 25 20 27 20 22 20 20 25 32 29 27 36 22 23 22 22 21 62 22 22 2206 21
internal_value=0 3.79407e-09 7.25059e-09 2.19296e-09 1.40112e-08 -1.48984e-07 5.92867e-09 4.02221e-07 1.97754e-10 4.69129e-09 -1.20426e-07 2.02093e-08 -8.04602e-09 -6.88316e-08 -5.83411e-09 -1.22291e-07 4.06242e-07 3.31797e-08 -2.14501e-07 -5.27373e-07 3.17678e-07 -1.92171e-08 1.05435e-08 3.20219e-07 -1.54078e-09 6.48192e-09 -8.06711e-08 -4.06323e-07 -2.60617e-09 -3.20114e-07
internal_weight=0 3098 3078 3048 2827 221 2806 40 2766 2746 303 2443 283 256 236 184 52 159 85 58 74 45 2423 91 2332 2310 66 44 2289 83
internal_count=3121 3098 3078 3048 2827 221 2806 40 2766 2746 303 2443 283 256 236 184 52 159 85 58 74 45 2423 91 2332 2310 66 44 2289 83
is_linear=0
shrinkage=0.1


Tree=8360
num_leaves=31
num_cat=0
split_feature=130 42 447 47 0 1 0 47 15 483 0 1 131 1209 1208 49 49 475 2 3 484 133 2 0 49 2 51 49 12 12
split_gain=5.94813e-10 6.0728e-10 5.36917e-10 5.73944e-10 5.0733e-09 2.51031e-08 8.55468e-09 4.14703e-09 2.39114e-09 1.03374e-09 1.31974e-09 8.03147e-10 7.65035e-10 8.51633e-10 8.38497e-10 6.87871e-10 3.26946e-09 3.17128e-09 6.86286e-09 2.29559e-09 4.11912e-09 1.48917e-09 1.57217e-09 3.53019e-09 2.67076e-09 1.72562e-09 1.31201e-09 2.56217e-09 1.54153e-09 3.33878e-09
threshold=-0.22699999999999995 0.15432000000000004 0.097325000000000009 0.092710000000000015 -0.10224499999999999 0.099400000000000002 -0.095504999999999993 0.09055500000000001 -0.18895499999999996 -0.070084999999999981 -0.091354999999999978 0.11453000000000001 0.13767000000000004 0.14268500000000003 0.11253500000000001 0.10440000000000001 0.10247500000000002 -0.085774999999999976 0.087625000000000022 -0.094874999999999987 0.088860000000000008 0.12330000000000001 0.11389000000000002 -0.069824999999999984 0.12899500000000003 0.097070000000000004 -0.17083999999999996 0.097940000000000013 0.11527000000000001 0.11232500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -5 -6 12 -7 -8 -11 -10 13 14 15 16 26 -17 -19 -20 21 22 24 -24 25 -21 -2 28 29 -28
right_child=1 -3 -4 4 6 8 9 -9 11 10 -12 -13 -14 -15 -16 17 -18 18 19 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.7630403552208106e-07 3.7810046240410794e-07 4.948704713569896e-07 -4.2823935086156284e-07 -3.6952007192780915e-06 1.866703549922022e-06 1.0907411927906283e-06 5.9759596098274421e-07 1.4190136490859524e-06 -6.5332882123974357e-07 -7.92741600313158e-07 -5.1193853456950258e-08 2.0203383033019593e-07 -5.6599000167214235e-07 6.6332187259376957e-07 -6.3672825376670519e-07 -1.3573991627424676e-06 1.3017481700217105e-06 1.6724776292860389e-06 6.8939987579102786e-07 -1.7625865883598059e-07 -1.5844932159817898e-06 -9.480237667958137e-07 1.4322499712093873e-06 -3.5021195412809907e-07 6.1660862996859574e-07 -1.4596831942981226e-06 1.2688794481310378e-08 -1.0041929631370294e-06 5.226348584865891e-07 -1.2253971011556462e-06
leaf_weight=26 97 25 29 22 25 21 20 21 21 28 168 23 23 20 20 20 20 21 23 22 24 20 20 25 20 20 2192 25 58 22
leaf_count=26 97 25 29 22 25 21 20 21 21 28 168 23 23 20 20 20 20 21 23 22 24 20 20 25 20 20 2192 25 58 22
internal_value=0 4.00409e-09 6.80888e-12 4.09071e-09 -1.20853e-07 -7.75425e-07 1.15445e-07 1.91963e-08 2.12807e-07 -8.72473e-08 -1.57129e-07 -2.06207e-07 8.27651e-09 1.32252e-08 8.31698e-09 1.32241e-08 2.84896e-08 -1.58175e-07 -3.51773e-08 -2.41274e-07 -3.83032e-07 -1.55984e-07 -7.93908e-09 4.41993e-07 -3.34503e-07 -7.87413e-07 1.78525e-08 2.63957e-09 1.37183e-08 3.86225e-10
internal_weight=0 3095 3070 3041 328 87 241 2713 65 216 196 44 2692 2669 2649 2629 2414 215 195 174 151 127 107 45 62 42 2394 2297 2272 2214
internal_count=3121 3095 3070 3041 328 87 241 2713 65 216 196 44 2692 2669 2649 2629 2414 215 195 174 151 127 107 45 62 42 2394 2297 2272 2214
is_linear=0
shrinkage=0.1


Tree=8361
num_leaves=31
num_cat=0
split_feature=12 130 1 1 9 9 2 45 41 15 4 123 3 34 2 12 3 52 13 4 52 471 13 2 12 13 1374 1 1 1
split_gain=5.78085e-10 5.29594e-10 5.11242e-10 1.43393e-09 1.21982e-09 1.06237e-09 1.05428e-09 9.02261e-10 8.26748e-10 2.05703e-09 7.40827e-10 1.0738e-09 1.24039e-09 7.17493e-10 1.72666e-09 7.12779e-10 1.67249e-09 6.23472e-09 2.31405e-09 1.55001e-09 2.8359e-09 2.58277e-09 1.55727e-09 2.0482e-09 2.09935e-09 1.87979e-09 1.40218e-09 1.55241e-09 6.00554e-09 5.3633e-09
threshold=0.23631000000000002 -0.22461999999999996 0.13686500000000004 0.13842500000000005 0.092890000000000014 0.088235000000000022 0.25063000000000007 0.094030000000000016 0.086565000000000017 -0.059484999999999989 0.51164000000000009 0.091810000000000017 0.14121000000000003 -0.08786999999999999 -0.080614999999999978 0.078300000000000008 -0.045649999999999989 1.0000000180025095e-35 -0.15416999999999995 -0.50052499999999989 -0.56368999999999991 -0.04945999999999999 -0.097224999999999992 0.091545000000000015 0.084405000000000022 -0.094514999999999988 -0.094929999999999987 0.094220000000000012 0.090475000000000014 0.097115000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 10 8 13 -10 11 12 -5 -3 -15 26 18 -18 -17 20 -20 -21 23 24 -23 -24 -16 28 -28 -29
right_child=-2 2 3 6 -6 -7 -8 -9 9 -11 -12 -13 -14 14 15 16 17 -19 19 21 -22 22 25 -25 -26 -27 27 29 -30 -31
leaf_value=4.4465962497918525e-07 -4.9948716976992413e-07 5.7383989490683072e-07 -9.0579230602642109e-07 -9.2665898343759853e-07 6.4360752787706594e-07 -6.3369012574062606e-07 -6.8211630729241406e-07 -5.5644221959028077e-07 -5.7967230164083596e-08 1.0205521367672482e-06 4.4073448095418458e-07 4.7540421571118885e-07 6.9099878738472464e-08 -8.4400296126811254e-07 -6.5742546809751139e-07 -9.617310723797345e-07 4.0611549121212404e-07 -1.9423587011146995e-06 -4.296515010082658e-07 -1.139011941120316e-06 1.0555078003922822e-06 8.5257462198266394e-07 -6.9400080832338068e-07 1.0860810348371312e-06 -4.1214157249669374e-07 -1.172576259263515e-09 1.434274850930333e-07 -1.4678681914712956e-06 1.7160075868462498e-06 1.144624818676786e-07
leaf_weight=27 23 22 23 22 30 26 22 28 48 28 37 22 29 24 23 25 26 20 20 20 36 21 40 30 35 1868 183 23 28 312
leaf_count=27 23 22 23 22 30 26 22 28 48 28 37 22 29 24 23 25 26 20 20 20 36 21 40 30 35 1868 183 23 28 312
internal_value=0 3.70998e-09 -1.66815e-10 -1.77138e-07 9.24006e-09 2.64581e-09 -5.01749e-08 8.43068e-09 1.40156e-08 3.39382e-07 7.62133e-08 -1.08544e-07 -3.60443e-07 5.04321e-09 4.66208e-10 7.9449e-09 -1.84938e-08 -6.1496e-07 -5.3972e-09 6.15273e-09 5.25094e-07 -8.27661e-09 3.06476e-09 4.1932e-07 6.2127e-08 -1.56973e-08 1.07427e-07 1.39646e-07 3.52111e-07 5.82485e-09
internal_weight=0 3098 3071 155 2916 2886 132 2860 2832 76 110 73 51 2756 2734 2710 2141 46 2095 2070 56 2014 1994 86 56 1908 569 546 211 335
internal_count=3121 3098 3071 155 2916 2886 132 2860 2832 76 110 73 51 2756 2734 2710 2141 46 2095 2070 56 2014 1994 86 56 1908 569 546 211 335
is_linear=0
shrinkage=0.1


Tree=8362
num_leaves=31
num_cat=0
split_feature=130 12 1211 50 2 132 50 394 399 13 3 1203 131 2 4 1348 448 151 148 16 16 2 13 13 13 160 12 1210 401 33
split_gain=5.75183e-10 1.00242e-09 5.05697e-10 4.38882e-09 8.41423e-10 6.66844e-10 2.81506e-09 1.2462e-09 7.84261e-10 1.21378e-09 5.50224e-10 1.01983e-09 8.27527e-10 9.5387e-10 7.14485e-10 5.39834e-10 1.00081e-09 7.24484e-10 9.21102e-10 6.33114e-10 1.72824e-09 2.66058e-09 1.38504e-09 1.32299e-09 3.1162e-09 7.2763e-09 3.69038e-09 1.23362e-08 5.88202e-09 2.50716e-09
threshold=-0.23647499999999996 0.23631000000000002 0.11048500000000001 0.096900000000000014 0.087855000000000003 -0.083284999999999984 0.09227500000000001 0.10969000000000002 0.091895000000000018 -0.036034999999999991 -0.088494999999999976 0.084795000000000023 -0.076979999999999979 0.084755000000000011 -0.085719999999999977 0.095915000000000014 0.056825000000000007 -0.5666199999999999 -0.088884999999999978 -0.15241499999999997 -0.29154999999999992 0.090425000000000019 -0.023499999999999997 -0.087934999999999985 -0.089109999999999981 -0.016279999999999996 0.088245000000000004 -0.018549999999999994 0.10956 -0.009184999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 8 15 10 -10 14 12 -12 -14 -2 16 17 -7 -19 20 -20 22 -22 24 26 -26 27 -21 -28 -25
right_child=1 -3 3 -5 -6 7 -8 -9 9 -11 11 -13 13 -15 -16 -17 -18 18 19 23 21 -23 -24 29 25 -27 28 -29 -30 -31
leaf_value=-5.3454988801604486e-07 -6.4644978389575653e-07 6.7607011467109921e-07 -6.7674919176605061e-07 1.4506415500260449e-06 9.7566613830066588e-08 5.9761039835848354e-07 -1.1128148094436646e-06 7.9161974952057791e-07 1.0685742962225829e-07 -9.8166544944433547e-07 4.3246747216991417e-07 7.1239202605560033e-07 1.7892880019113972e-07 -7.3267605671389902e-07 1.6031925576459363e-07 -5.0568403366924029e-07 6.9096403898410725e-07 -5.988133916791693e-07 -1.367966417386627e-08 -2.3936398273411383e-06 3.601147465903318e-07 -1.2004854256818977e-06 -7.0726902322348918e-07 -1.075144020681116e-06 -6.6425960369542743e-07 1.7031686887684054e-06 1.8402057878134518e-07 9.4733112693388676e-08 2.1255313458823368e-06 -1.2134286013870826e-09
leaf_weight=20 21 22 23 22 36 20 28 20 21 20 28 28 24 22 23 21 21 26 358 22 31 34 20 22 20 37 71 211 20 1829
leaf_count=20 21 22 23 22 36 20 28 20 21 20 28 28 24 22 23 21 21 26 358 22 31 34 20 22 20 37 71 211 20 1829
internal_value=0 3.45211e-09 -1.35386e-09 2.45201e-07 -2.04285e-07 -8.01529e-09 -1.77696e-07 5.09339e-09 -3.76787e-08 -4.24129e-07 7.08451e-08 1.98348e-07 3.84469e-09 -2.57056e-07 -2.2473e-07 -5.99887e-10 3.26837e-09 -2.03909e-09 -6.4793e-09 -7.2203e-10 -1.09922e-07 -5.15274e-07 -5.84671e-08 2.09517e-08 1.90648e-07 8.72492e-07 7.06935e-08 -1.40221e-07 6.10726e-07 -1.39776e-08
internal_weight=0 3101 3079 81 59 2998 215 2783 187 41 146 102 74 46 44 2763 2742 2721 2701 2675 443 85 51 2232 381 57 324 233 91 1851
internal_count=3121 3101 3079 81 59 2998 215 2783 187 41 146 102 74 46 44 2763 2742 2721 2701 2675 443 85 51 2232 381 57 324 233 91 1851
is_linear=0
shrinkage=0.1


Tree=8363
num_leaves=31
num_cat=0
split_feature=132 1203 393 50 12 448 0 46 49 1429 484 133 12 4 42 483 483 483 1456 33 133 1447 133 481 1213 402 402 481 2 2
split_gain=6.16098e-10 1.46426e-08 9.68957e-09 2.03949e-09 6.14679e-10 5.75365e-10 8.01709e-10 8.10564e-10 6.64278e-10 2.65561e-09 3.84095e-09 1.96791e-09 2.8786e-09 4.16443e-09 1.90511e-09 1.22967e-09 2.77978e-09 1.9338e-09 1.52534e-09 9.7903e-10 1.09019e-09 5.96099e-09 5.36279e-09 5.44151e-09 3.26733e-09 8.20189e-09 8.14462e-09 2.17475e-09 1.88558e-09 9.4464e-09
threshold=-0.083284999999999984 0.089165000000000008 0.12679500000000002 0.10022000000000002 0.23631000000000002 0.068920000000000023 -0.26343999999999995 0.084955000000000017 0.10347500000000003 0.083715000000000026 0.073690000000000019 0.089595000000000022 0.097575000000000009 0.055260000000000011 -0.092459999999999987 0.096950000000000022 0.10357500000000001 0.095085000000000017 -0.074164999999999995 -0.0066799999999999993 0.087285000000000015 0.059120000000000013 0.087495000000000003 -0.087234999999999993 0.04198000000000001 0.090045000000000014 -0.0088649999999999979 -0.11184999999999999 0.096325000000000008 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 -2 8 15 10 11 14 13 -13 -10 17 -17 19 -18 -8 21 27 -22 -24 25 -25 -26 -21 29 -29
right_child=2 -3 -4 -5 -6 -7 7 -9 9 -11 -12 12 -14 -15 -16 16 18 -19 -20 20 22 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=-9.6322498825558843e-09 5.0094143875178294e-07 2.5487300742655786e-06 -2.2056965548244988e-06 -1.0752897838273157e-06 -5.1188190592137801e-07 -5.2732373660546724e-07 5.6588118054935791e-07 4.8338685295285749e-07 9.5548363901798446e-07 -9.7717413576206392e-07 9.5019361096734332e-07 -3.6848050079979229e-08 1.2370617275123283e-07 -1.9301964576138396e-06 -1.2461576854262052e-07 1.1759402601957594e-06 5.7849606162706458e-07 -8.5955271935325499e-07 -2.1252779087971623e-07 9.2586052389265208e-07 1.6482316381556799e-06 -1.6760115482451386e-06 1.6005030974239081e-06 -4.6074786828404814e-09 -1.3676821991836289e-07 -2.024095246205044e-06 2.2288601172381175e-06 -6.499685840198721e-08 1.2921008319808944e-07 -2.2571390962866646e-06
leaf_weight=176 33 23 20 20 23 20 31 35 20 34 34 21 34 26 89 29 38 26 68 24 22 22 22 475 43 21 22 1148 502 20
leaf_count=176 33 23 20 20 23 20 31 35 20 34 34 21 34 26 89 29 38 26 68 24 22 22 22 475 43 21 22 1148 502 20
internal_value=0 1.61734e-07 -1.22068e-08 -1.18373e-07 3.01521e-09 7.15744e-09 1.09227e-08 5.15984e-09 -8.80554e-10 -1.53688e-07 -2.8694e-08 -2.03863e-07 -5.77196e-07 -1.08423e-06 7.35676e-08 1.48075e-08 3.08394e-07 -1.85949e-09 7.10468e-08 7.62181e-09 1.65526e-10 -4.05287e-08 1.15589e-07 5.77537e-08 -2.74628e-09 -9.011e-08 6.63906e-07 -1.92887e-08 -3.28717e-08 -1.02534e-07
internal_weight=0 219 2902 196 2882 2859 2839 2806 2771 258 224 190 81 47 109 2513 135 2378 106 2352 2321 1716 605 583 561 496 65 1694 1670 1168
internal_count=3121 219 2902 196 2882 2859 2839 2806 2771 258 224 190 81 47 109 2513 135 2378 106 2352 2321 1716 605 583 561 496 65 1694 1670 1168
is_linear=0
shrinkage=0.1


Tree=8364
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 12 130 1213 1210 1210 2 2 2 43 1212 15 2 1213 402 1210 1208 1185 1185 4 4 484 4 13 42 2 2
split_gain=4.99023e-10 1.46163e-08 8.51871e-09 2.72385e-09 4.99128e-10 6.94836e-10 5.09741e-10 5.22153e-09 4.75054e-09 2.33512e-09 7.95822e-09 6.13958e-09 2.23195e-09 3.33667e-09 1.47936e-09 1.40691e-09 1.10788e-09 1.05067e-09 8.38875e-10 7.73655e-10 8.15158e-10 9.27531e-10 9.8757e-10 2.358e-09 7.4399e-09 3.18896e-09 3.11593e-09 2.17842e-09 2.10048e-09 8.89438e-09
threshold=-0.083284999999999984 0.10022000000000002 0.12358500000000001 0.089480000000000018 0.23631000000000002 -0.22461999999999996 -0.084704999999999989 -0.3960249999999999 -0.094799999999999982 0.084715000000000013 0.083715000000000026 0.085155000000000022 -0.0098449999999999979 -0.040879999999999993 0.088060000000000013 0.094565000000000024 -0.15413999999999997 0.12933500000000003 -0.094799999999999982 0.11846000000000001 0.091055000000000011 0.085905000000000009 -0.012164999999999999 -0.0086549999999999978 0.085845000000000019 -0.011209999999999999 -0.084774999999999989 0.120215 0.09580000000000001 0.097385000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -2 8 -8 -7 10 12 -11 -10 -14 15 16 -13 18 -9 20 21 22 27 24 25 -24 -27 28 -20 -30
right_child=2 -3 -4 -5 -6 6 7 17 9 11 -12 14 13 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=3.8304692012526799e-09 5.4282466693441236e-07 2.6540928767341638e-06 -2.0676800747310153e-06 -1.2270015918147693e-06 -4.6069376416515139e-07 1.3915929415546728e-06 -1.4206160454495357e-06 -6.3154129206633939e-07 -6.011905162224485e-07 1.8801453097694322e-06 -1.6715709740822149e-06 1.1442777702086459e-06 -1.2284859030842199e-07 1.6100685598985366e-06 -5.0054972437065746e-07 -4.1141726541127356e-07 1.0432465084401582e-07 7.0812159806553699e-07 -1.2847826903763565e-07 5.9353485384731779e-07 -5.9466301079085144e-07 6.8167192385004688e-07 -8.3517453217433326e-07 1.5276085028964154e-08 1.8460540282916327e-06 -3.8003122921492366e-07 1.0410891377432563e-06 -8.9317387215898286e-07 1.607235155556976e-06 -1.45984305752795e-08
leaf_weight=178 24 21 20 20 23 27 26 21 21 20 32 20 25 20 41 20 21 21 851 22 23 20 29 1106 30 27 36 31 38 307
leaf_count=178 24 21 20 20 23 27 26 21 21 20 32 20 25 20 41 20 21 21 851 22 23 20 29 1106 30 27 36 31 38 307
internal_value=0 1.4556e-07 -1.09835e-08 -1.20496e-07 3.28916e-09 7.02179e-09 2.48589e-09 -1.06139e-08 1.39742e-07 -1.38942e-08 -3.77399e-07 2.78102e-07 2.50078e-07 6.47337e-07 -3.60246e-08 2.76197e-07 6.11619e-07 3.69525e-09 -2.12645e-09 3.11867e-09 -2.08115e-09 3.42567e-09 -2.09976e-09 6.12991e-08 4.78524e-07 3.25903e-08 4.32038e-07 -6.55503e-08 -4.40985e-08 1.64038e-07
internal_weight=0 219 2902 198 2882 2859 2835 2588 247 220 98 122 66 45 102 61 41 2562 2541 2520 2498 2475 2455 1228 122 92 63 1227 1196 345
internal_count=3121 219 2902 198 2882 2859 2835 2588 247 220 98 122 66 45 102 61 41 2562 2541 2520 2498 2475 2455 1228 122 92 63 1227 1196 345
is_linear=0
shrinkage=0.1


Tree=8365
num_leaves=31
num_cat=0
split_feature=130 42 132 394 1203 16 16 12 51 13 157 52 159 484 15 13 13 2 2 1 3 2 1 4 4 133 51 45 11 9
split_gain=4.91312e-10 6.17262e-10 5.32356e-10 2.76962e-09 1.30241e-09 4.85e-10 1.6242e-09 3.49482e-09 1.75483e-09 2.58678e-09 2.10289e-09 1.47676e-09 1.35008e-09 4.67655e-09 3.08508e-09 2.01047e-09 2.0315e-09 2.59207e-09 5.38798e-09 5.22002e-09 4.78747e-09 4.64394e-09 1.42916e-09 1.57846e-09 1.05182e-09 1.81355e-09 1.51701e-09 1.12854e-09 4.5117e-09 1.49577e-09
threshold=-0.22699999999999995 0.15432000000000004 -0.083174999999999985 0.10969000000000002 0.089005000000000015 0.064860000000000015 0.26676500000000009 0.099815000000000015 -0.025879999999999997 -0.072309999999999985 -0.081579999999999986 0.095415000000000014 0.10545500000000001 0.073690000000000019 -0.065449999999999994 -0.075129999999999988 -0.070304999999999992 0.11474000000000002 0.10613000000000002 0.102705 -0.082794999999999994 0.10060500000000001 0.090740000000000015 -0.041644999999999995 -0.15289999999999995 0.061605000000000007 0.095375000000000015 0.094030000000000016 -0.011194999999999998 0.092235000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 24 7 8 9 -7 -10 -12 13 15 -14 -8 -17 18 21 -20 -19 22 -18 -24 25 26 -4 28 -26 -30
right_child=1 -3 3 -5 -6 6 12 -9 10 -11 11 -13 14 -15 -16 16 17 20 19 -21 -22 -23 23 -25 27 -27 -28 -29 29 -31
leaf_value=-4.3287886823096552e-07 -5.9334109049610361e-08 4.9852978236231136e-07 -3.9999675994156154e-07 1.18385558195655e-06 -8.0062166037254004e-07 -1.5399985693420604e-06 6.6973435505077785e-07 -1.43379108787182e-06 7.1707256348177273e-07 -9.8727088532706891e-08 -3.7272202035865121e-07 5.8340735392903303e-07 4.5066833244788994e-07 1.5662414566144262e-06 -1.2309953511646655e-06 -9.2249427133048402e-07 4.4298375909690437e-07 1.8418703044176253e-06 -1.7397560908663347e-06 5.4450735602116647e-08 -2.5300769893969271e-07 1.4310063328628952e-06 -1.0078083638139409e-06 6.5021429396239225e-08 1.4747519628599549e-06 9.6115764911530745e-07 5.3143906283741461e-07 -7.0367586989629105e-07 1.3713146268116378e-08 -5.8907511752335863e-07
leaf_weight=26 194 25 36 20 27 20 41 24 34 33 84 20 20 21 24 26 32 20 34 31 24 26 24 32 21 32 34 22 2072 42
leaf_count=26 194 25 36 20 27 20 41 24 34 33 84 20 20 21 24 26 32 20 34 31 24 26 24 32 21 32 34 22 2072 42
internal_value=0 3.64539e-09 -3.84612e-10 1.12134e-08 -1.49899e-07 2.9232e-09 -7.95048e-08 -2.96414e-07 -1.53497e-07 -6.42603e-07 3.43476e-08 -1.88851e-07 5.18626e-08 1.25215e-07 -4.66603e-07 2.08644e-08 -8.59776e-08 1.15534e-08 -1.57479e-07 -8.84057e-07 6.9921e-07 2.56798e-07 -9.01277e-08 -3.94763e-07 2.37218e-08 3.37511e-07 5.24149e-08 8.88336e-09 1.62259e-08 1.73722e-09
internal_weight=0 3095 3070 2849 221 2829 570 215 191 53 138 104 355 311 44 290 249 223 179 65 44 114 88 56 2259 102 70 2157 2135 2114
internal_count=3121 3095 3070 2849 221 2829 570 215 191 53 138 104 355 311 44 290 249 223 179 65 44 114 88 56 2259 102 70 2157 2135 2114
is_linear=0
shrinkage=0.1


Tree=8366
num_leaves=31
num_cat=0
split_feature=11 142 147 0 147 45 1429 156 1429 1429 2 1429 0 16 0 133 50 50 12 3 3 41 33 41 132 1203 1185 50 155 157
split_gain=5.82742e-10 5.41697e-10 6.61931e-10 9.71852e-10 1.41435e-09 8.01635e-10 1.46071e-09 2.06174e-09 7.51473e-10 1.01303e-09 2.06725e-09 7.39965e-10 9.39512e-10 2.07804e-09 1.56558e-09 1.25938e-09 7.6975e-10 8.34037e-10 9.0824e-10 7.83795e-10 9.64108e-10 1.06683e-09 3.31132e-09 2.29534e-09 9.36497e-10 1.59691e-08 7.98708e-09 2.4489e-09 7.12078e-10 9.3071e-10
threshold=-0.072629999999999986 -0.057499999999999989 0.099730000000000027 -0.26609999999999995 0.092070000000000013 0.084355000000000013 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 -0.060529999999999994 0.08734500000000002 -0.0091699999999999993 0.12411500000000002 0.38525000000000004 0.10455500000000001 0.089980000000000018 0.14026500000000003 0.13159000000000001 0.094375000000000014 -0.22605499999999998 -0.16726499999999997 0.088520000000000015 -0.0066799999999999993 0.095655000000000018 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.087730000000000016 0.10683000000000002 0.25201500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 -8 10 -10 -11 14 15 16 -14 17 19 -19 -13 -21 22 -22 -23 25 27 -26 -24 -28 -30
right_child=1 2 -4 4 -6 -7 7 -9 9 11 -12 12 13 -15 -16 -17 -18 18 -20 20 21 23 24 -25 26 -27 28 -29 29 -31
leaf_value=-5.2500365438304256e-07 -4.9089120976604634e-07 -6.45526206525297e-07 4.3337598880397211e-07 -8.5674421370640638e-07 7.4134820314734154e-07 4.7637310964481524e-07 -6.1703627466158658e-07 1.0126246587560673e-06 1.0366551027881802e-06 -5.6381438848044736e-07 -1.0221248910081184e-07 -5.102474612921205e-07 -2.5857935480765244e-07 1.1312810124269637e-06 -7.1215431489690679e-07 6.5815158388266521e-07 -5.397869321760246e-07 8.433648943650951e-07 -6.9078704143521465e-08 6.547546604451782e-07 1.1452850172872787e-06 -1.240498597548429e-06 2.2452406151354599e-08 2.5665759936855913e-08 -1.9247664361252897e-06 2.8717820622148339e-06 -2.5976551544599953e-09 -1.1615694012334644e-06 -8.8811948336071869e-07 6.5059338112405397e-08
leaf_weight=21 22 23 36 20 26 35 20 20 28 24 37 31 47 23 32 22 27 24 20 22 25 22 138 41 22 20 2232 20 21 20
leaf_count=21 22 23 36 20 26 35 20 20 28 24 37 31 47 23 32 22 27 24 20 22 25 22 138 41 22 20 2232 20 21 20
internal_value=0 3.55653e-09 7.09059e-09 2.0458e-09 6.97927e-09 5.99854e-10 -5.02965e-09 7.68274e-10 -6.167e-09 -1.9512e-09 3.88377e-07 -1.09068e-08 -6.18281e-09 3.08104e-07 -1.68248e-08 3.37117e-08 -8.53786e-09 -3.14142e-09 4.28618e-07 -1.0409e-08 -4.41015e-09 -1.00726e-08 1.77206e-10 -4.16487e-07 -1.13989e-08 2.09566e-07 -2.85369e-08 -1.27424e-07 -1.01836e-08 -4.23154e-07
internal_weight=0 3100 3078 3042 3019 2993 2958 2938 2918 2898 65 2833 2809 92 2717 69 2685 2658 44 2614 2583 2561 2498 63 2473 178 2295 158 2273 41
internal_count=3121 3100 3078 3042 3019 2993 2958 2938 2918 2898 65 2833 2809 92 2717 69 2685 2658 44 2614 2583 2561 2498 63 2473 178 2295 158 2273 41
is_linear=0
shrinkage=0.1


Tree=8367
num_leaves=31
num_cat=0
split_feature=448 1348 1213 1212 3 3 1211 403 403 403 402 401 1203 132 15 1186 1210 16 42 12 52 402 1209 133 133 2 133 1447 160 42
split_gain=4.92484e-10 8.02749e-10 4.91622e-10 6.5003e-10 3.71604e-09 5.22665e-09 2.57589e-09 6.13688e-10 1.6348e-09 1.23302e-09 9.72389e-10 7.84415e-10 6.83118e-10 1.42244e-08 1.28036e-08 7.5914e-10 5.70315e-10 6.22775e-09 1.14516e-08 1.27605e-08 6.26316e-09 2.90914e-09 1.42768e-09 9.04824e-10 5.70569e-09 1.28761e-08 4.54973e-09 3.26563e-09 3.12981e-09 2.75235e-09
threshold=0.068920000000000023 0.091105000000000005 0.51370000000000016 0.11796000000000001 -0.076514999999999986 -0.082284999999999983 0.11191500000000001 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 0.15960500000000002 0.13571500000000003 0.088820000000000024 -0.083284999999999984 0.087825000000000014 -0.107555 -0.00092999999999999995 -0.092484999999999984 0.087075000000000014 0.086850000000000024 0.086450000000000013 -0.092414999999999983 1.0000000180025095e-35 0.090445000000000011 0.091935000000000003 0.092635000000000009 0.089595000000000022 0.059120000000000013 -0.43215499999999996 -0.23037499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 7 -1 -9 -10 11 12 15 -14 -15 -11 17 -17 20 -20 21 -19 23 26 25 -25 27 29 -26 -18
right_child=-2 -3 -4 4 -6 -7 -8 8 9 10 -12 -13 13 14 -16 16 22 18 19 -21 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=4.1661009972545689e-07 -4.9464012931821342e-07 5.1796120274616438e-07 4.9233245874802373e-07 3.5527626209841404e-07 7.7556638948615062e-07 -1.7211494396620867e-06 1.1056585449187834e-06 -8.1589106775936672e-07 7.7870855164974283e-07 5.4775794183115073e-07 -6.4305875374278312e-07 6.0505425502859521e-07 1.494578064536584e-06 2.7919045555435676e-07 -3.2990261743748307e-06 -1.4235218883197291e-06 9.2087976040211576e-07 -6.0915588578196058e-07 3.5984179146453249e-06 2.9121988518454602e-07 -1.5190119185077764e-06 8.2899164416024486e-07 -6.8082775661615358e-07 -2.3313834743378592e-07 -9.5212839479330569e-07 3.0890082047108081e-06 -1.1347835603324664e-06 -9.4718606015086107e-07 8.0696684701655018e-08 -1.3873342345474065e-08
leaf_weight=34 20 30 20 22 22 27 21 25 20 25 24 21 26 20 20 21 32 22 20 28 27 39 32 28 32 20 37 37 353 2016
leaf_count=34 20 30 20 22 22 27 21 25 20 25 24 21 26 20 20 21 32 22 20 28 27 39 32 28 32 20 37 37 353 2016
internal_value=0 3.18516e-09 -1.84359e-09 -5.08303e-09 -3.0412e-07 -7.88877e-07 2.04167e-09 -5.79069e-09 -1.07006e-08 -3.75935e-09 -9.19316e-09 -3.86655e-09 -8.37708e-09 -3.26329e-07 -1.50992e-06 -7.98603e-10 -5.79638e-09 1.79264e-07 4.26753e-07 1.66922e-06 -2.50955e-07 3.10315e-07 -1.70274e-08 -8.71361e-09 1.23026e-07 1.15109e-06 -3.55954e-08 -1.60894e-08 -5.14852e-09 7.32175e-10
internal_weight=0 3101 3071 3051 71 49 2980 2959 2925 2900 2880 2856 2835 66 40 2769 2744 157 136 48 88 61 2587 2555 433 48 2122 2085 385 2048
internal_count=3121 3101 3071 3051 71 49 2980 2959 2925 2900 2880 2856 2835 66 40 2769 2744 157 136 48 88 61 2587 2555 433 48 2122 2085 385 2048
is_linear=0
shrinkage=0.1


Tree=8368
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1 9 34 2 0 12 45 447 1 1 2 1 1 1447 2 160 480 1456 158 158 12 1 12 16 15 2 1
split_gain=6.08407e-10 3.22817e-09 2.42916e-09 5.19938e-10 6.90686e-10 6.47155e-10 7.25877e-10 2.32716e-09 3.01898e-09 7.00853e-10 6.06267e-10 6.13643e-10 1.62128e-08 9.95628e-09 7.71726e-09 5.12449e-09 4.16729e-09 4.14977e-09 2.36275e-09 2.00604e-09 1.879e-09 2.48136e-09 1.76261e-09 2.10475e-09 3.52319e-09 1.9376e-09 1.63361e-09 1.55593e-09 4.59899e-09 7.16619e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.16773500000000005 -0.092939999999999981 -0.09225499999999999 -0.080614999999999978 -0.080119999999999983 -0.010834999999999999 0.094030000000000016 0.097325000000000009 0.09253500000000002 0.091900000000000023 -0.020134999999999997 0.093100000000000002 0.093700000000000019 0.059120000000000013 -0.0050599999999999994 -0.43215499999999996 0.11144000000000001 -0.079429999999999987 0.10654500000000001 0.082560000000000008 0.094580000000000011 0.096860000000000016 0.096075000000000008 0.51524500000000006 -0.020484999999999996 0.10527500000000002 0.10887500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 7 -7 -9 10 11 12 16 -13 -15 -16 19 -17 -19 -8 -20 22 23 24 -22 -25 -27 -26 -29 -30
right_child=1 3 -4 -5 5 6 9 8 -10 -11 -12 13 -14 14 15 17 -18 18 20 -21 21 -23 -24 25 27 26 -28 28 29 -31
leaf_value=-3.3869229920543318e-08 1.2475793645145522e-06 5.9237024345293328e-07 -1.030248496038309e-06 -5.0488100782786211e-07 -4.128387901518353e-07 1.1288875800966972e-06 3.9244550192807343e-09 7.1288185002534492e-07 -7.5652944011725884e-07 -4.3889447809419835e-07 -4.9507269703023366e-07 2.0894270582679415e-06 -2.7842362171560082e-06 -1.8695794400360099e-06 1.6142303950670924e-06 -1.3555942346210075e-06 1.0908358750124796e-06 1.0461287369404697e-06 -8.7255385262158773e-07 -7.6053093607697523e-07 1.1934643294587274e-06 9.2578094506023951e-07 -5.7284642918291509e-07 -9.5345929588379015e-07 -1.0534676515376602e-08 -2.4774106629470004e-07 4.8867228258586687e-07 -5.8736318797920318e-07 2.0269262457135954e-06 -1.4111485048336667e-07
leaf_weight=194 21 20 28 20 37 24 1785 27 29 36 24 24 21 21 21 21 35 24 22 35 33 32 46 29 261 122 40 28 31 30
leaf_count=194 21 20 28 20 37 24 1785 27 29 36 24 24 21 21 21 21 35 24 22 35 33 32 46 29 261 122 40 28 31 30
internal_value=0 1.22297e-08 -1.59539e-07 3.21573e-09 6.77134e-09 2.64449e-09 8.13285e-09 3.05022e-07 -4.80633e-08 -5.95975e-10 5.28065e-09 9.79342e-09 -2.12703e-08 8.40299e-08 2.07847e-08 7.44302e-08 1.00085e-08 2.94569e-08 7.11275e-08 -1.07766e-08 3.64094e-08 6.70799e-08 2.27598e-08 7.04913e-08 2.05718e-07 -2.00669e-07 -6.59106e-08 1.12587e-07 4.73653e-07 9.60677e-07
internal_weight=0 2899 222 2878 2858 2838 2801 80 56 2721 2685 2661 1876 785 761 740 1855 719 698 1820 674 652 620 574 383 191 162 350 89 61
internal_count=3121 2899 222 2878 2858 2838 2801 80 56 2721 2685 2661 1876 785 761 740 1855 719 698 1820 674 652 620 574 383 191 162 350 89 61
is_linear=0
shrinkage=0.1


Tree=8369
num_leaves=31
num_cat=0
split_feature=156 1429 156 156 1429 475 1428 1429 155 4 3 1456 4 1456 52 52 1447 402 52 475 51 1375 2 475 1375 1455 1455 4 16 124
split_gain=5.43624e-10 9.48338e-10 4.78515e-09 6.50805e-10 7.61196e-10 2.08316e-09 8.89745e-10 1.17043e-09 8.51615e-10 6.23005e-10 3.02743e-09 7.62739e-10 1.81535e-09 1.65626e-09 9.11481e-10 4.12649e-09 3.60123e-09 5.0707e-09 1.47627e-09 1.93553e-09 6.33461e-09 2.87719e-09 7.16147e-09 2.10402e-09 1.80803e-09 1.40317e-09 1.81197e-09 1.37058e-09 3.67515e-09 3.60758e-09
threshold=0.3248100000000001 -0.10379499999999998 0.09747500000000002 0.12734000000000004 -0.054654999999999988 -0.011519999999999997 0.087445000000000009 -0.0065149999999999991 0.11245500000000001 -0.50690499999999983 -0.098469999999999988 0.11510000000000002 0.022185000000000003 0.10795500000000001 -0.0092699999999999987 -0.0073049999999999999 -0.085804999999999979 0.10874500000000002 -0.013374999999999998 -0.086279999999999982 -0.085734999999999992 -0.15308499999999997 0.087675000000000017 -0.08466499999999999 -0.064299999999999982 -0.097209999999999977 -0.070999999999999994 -0.0057249999999999992 -0.087484999999999993 -0.0066649999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 -6 9 10 -9 13 -13 14 16 -16 -11 18 19 20 -18 22 -21 -23 -25 -17 -27 28 -26 -29
right_child=-2 3 -4 -5 6 -7 -8 8 -10 11 -12 12 -14 -15 15 25 17 -19 -20 21 -22 23 -24 24 27 26 -28 29 -30 -31
leaf_value=-4.402629796319301e-07 -4.8436215202538897e-07 -3.1912610088861238e-07 1.617166785479185e-06 -4.0906885225502686e-07 -7.7244252906893971e-07 8.6995370271752649e-07 6.0129743317816065e-07 3.915377235711383e-07 5.8839756367963976e-07 -1.1432481972318079e-06 -8.9946309584066663e-07 1.0752598780884779e-06 -2.5595110400900014e-07 -8.9332163199850636e-07 1.3144920449121857e-06 -6.4608631411770598e-07 2.0793683609443896e-07 1.4186553427031829e-06 -7.2204205041868722e-07 2.0148210375697569e-06 -2.0474760952993165e-06 -9.1982368246590349e-07 -3.6663906772815839e-07 8.5644680105836175e-07 1.3106231439120497e-06 8.9555309159550242e-07 2.0765192943118852e-08 4.699644292534351e-07 -1.993639065814411e-08 -4.2485556529892313e-07
leaf_weight=26 23 26 20 39 20 34 24 34 24 31 39 21 20 21 25 31 33 23 35 23 20 28 28 22 22 24 1765 57 368 215
leaf_count=26 23 26 20 39 20 34 24 34 24 31 39 21 20 21 25 31 33 23 35 23 20 28 28 22 22 24 1765 57 368 215
internal_value=0 3.60631e-09 4.54272e-07 -3.18615e-09 2.06756e-09 3.54686e-07 -5.09705e-09 -1.00658e-08 -4.8243e-09 -9.75925e-09 -2.98175e-07 -2.27193e-09 4.25889e-07 -8.60703e-09 -1.85103e-09 3.84702e-08 -8.40528e-08 -4.64841e-08 -8.60825e-08 -5.88048e-08 -6.43162e-07 -1.82138e-08 7.07353e-07 -7.01855e-08 -3.5405e-08 2.09424e-08 3.25007e-08 -6.50436e-08 5.51208e-08 -2.37338e-07
internal_weight=0 3098 46 3052 3013 60 2953 2929 2909 2885 73 2812 41 2771 2750 1845 905 874 851 816 53 763 51 712 684 1820 1789 662 390 272
internal_count=3121 3098 46 3052 3013 60 2953 2929 2909 2885 73 2812 41 2771 2750 1845 905 874 851 816 53 763 51 712 684 1820 1789 662 390 272
is_linear=0
shrinkage=0.1


Tree=8370
num_leaves=31
num_cat=0
split_feature=40 12 0 483 483 0 474 51 484 483 481 481 481 403 403 403 1210 2 132 1204 1 1 3 1 12 1 2 12 1 4
split_gain=5.1485e-10 5.43038e-10 8.02995e-10 7.41508e-10 1.05539e-09 4.75055e-09 1.92047e-09 1.27164e-09 8.13722e-10 1.18367e-09 1.03877e-09 1.58638e-09 1.51074e-09 3.54525e-09 1.37647e-09 1.04552e-09 1.28538e-09 9.14487e-10 4.17508e-09 9.71665e-09 2.99426e-09 2.60605e-08 2.77306e-08 6.57444e-09 4.31976e-09 3.79791e-09 2.89571e-09 2.42523e-09 1.99285e-09 3.56604e-09
threshold=-0.24290999999999999 0.13597000000000004 -0.04917499999999999 -0.47181499999999993 -0.097364999999999993 -0.073574999999999988 0.086990000000000012 -0.46621499999999999 -0.23687999999999995 -0.088849999999999985 -0.15689499999999998 -0.088384999999999977 -0.086354999999999987 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 -0.3960249999999999 0.080205000000000012 -0.083284999999999984 -0.078604999999999994 0.093700000000000019 0.092695000000000013 -0.014944999999999998 0.094465000000000007 0.085495000000000015 0.086255000000000012 0.082850000000000021 0.093105000000000007 0.10293500000000001 -0.067104999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5 -6 -9 -10 -11 -12 -13 -14 -15 -16 -17 18 -18 -20 21 22 24 -22 -21 -26 -19 -27 29 -25
right_child=1 2 -4 4 7 -7 -8 8 9 10 11 12 13 14 15 16 17 26 19 20 23 -23 -24 28 25 27 -28 -29 -30 -31
leaf_value=-4.4313905177135059e-07 5.0165437940073584e-07 8.0141827447326767e-07 -1.6605056479030672e-08 -3.2866888259407366e-07 6.7389785190893491e-07 -1.6984805915853941e-06 8.819596121156793e-07 4.6923507473669209e-07 -7.5718398550504526e-07 -5.8899336001635075e-07 6.6213801367275159e-07 -8.3135413330058907e-07 1.2369713666114126e-06 -7.4838703312707377e-07 7.1739009229077059e-07 -7.6955457292239195e-07 1.1319548578998168e-06 -9.6465921063954196e-07 -2.0255867305898145e-06 1.4817519467757643e-06 -1.8360372959591587e-06 3.3749299466133104e-06 -3.3413585253004961e-06 -3.9218324245131743e-07 -9.4010853160853011e-07 2.3347466883303872e-07 -2.0137683026674824e-08 1.4163394754973526e-06 -1.2237835211310388e-07 8.9360462126578723e-07
leaf_weight=26 29 21 28 38 28 20 20 36 21 30 36 22 23 25 20 22 37 33 22 31 20 26 22 34 25 130 1979 20 238 59
leaf_count=26 29 21 28 38 28 20 20 36 21 30 36 22 23 25 20 22 37 33 22 31 20 26 22 34 25 130 1979 20 238 59
internal_value=0 3.71974e-09 3.33976e-07 -1.59299e-09 -6.4303e-09 -3.69485e-07 8.87892e-08 3.20504e-09 -3.24615e-09 -9.16243e-09 -3.65842e-09 2.55973e-09 -5.95707e-09 6.07915e-10 -9.75897e-09 -2.96511e-09 -8.30503e-09 -2.04663e-09 9.9713e-08 3.87992e-08 1.13868e-07 3.75387e-07 3.33342e-08 -7.53799e-08 3.93738e-07 2.01004e-07 -3.56293e-08 3.9119e-07 3.10042e-08 4.23532e-07
internal_weight=0 3095 49 3046 3017 78 58 2939 2911 2875 2854 2824 2788 2766 2743 2718 2698 2676 664 627 605 254 228 351 206 175 2012 150 331 93
internal_count=3121 3095 49 3046 3017 78 58 2939 2911 2875 2854 2824 2788 2766 2743 2718 2698 2676 664 627 605 254 228 351 206 175 2012 150 331 93
is_linear=0
shrinkage=0.1


Tree=8371
num_leaves=31
num_cat=0
split_feature=132 1203 399 2 0 13 1212 1212 16 481 15 1211 42 133 0 1213 1213 1213 1210 401 129 403 129 402 2 402 133 1210 1208 1210
split_gain=6.0128e-10 3.08423e-09 2.60467e-09 6.77126e-10 8.02321e-10 6.596e-10 5.96307e-10 3.06638e-09 2.64815e-09 3.31926e-09 2.03272e-09 2.02503e-09 1.79532e-09 1.76956e-09 3.15168e-09 1.49588e-09 1.18e-08 6.46584e-09 2.21099e-09 1.24422e-09 9.98691e-10 2.72045e-09 9.2277e-10 1.26934e-09 1.13401e-08 3.69077e-09 9.0173e-10 2.01034e-09 1.41118e-09 1.45692e-09
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.084145000000000011 -0.086554999999999979 -0.049279999999999997 0.08759500000000002 0.086920000000000011 -0.014754999999999999 -0.073474999999999985 0.098485000000000017 0.092860000000000012 0.09858500000000002 -0.0023199999999999996 -0.080689999999999984 -0.085049999999999987 -0.090764999999999985 -0.074014999999999984 -0.079504999999999978 -0.13200999999999999 0.080675000000000011 -0.088034999999999988 -0.08133 0.10708500000000001 0.083715000000000026 0.10126500000000001 0.51114000000000004 0.0028200000000000005 0.092250000000000013 -0.065674999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -5 7 11 9 -8 12 15 13 14 20 16 18 -17 -2 -19 21 -11 -21 25 -25 26 27 28 29 -24
right_child=2 -3 -4 5 -6 -7 8 -9 -10 10 -12 -13 -14 -15 -16 17 -18 19 -20 22 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=6.7022923389004066e-08 -1.035807711213281e-06 -1.3439047108931847e-06 8.3444327934874939e-07 -4.0893142395267053e-07 -7.2761928490931665e-07 1.6495499099254789e-07 1.4719103749679822e-06 -1.1150547452416504e-06 -6.9735678829285776e-07 -2.9378765038501346e-07 -5.5364306874975337e-07 -9.5758013003433011e-07 1.0582425152104126e-06 6.7432178670863982e-07 -1.1449233862880316e-06 -1.7611201436856002e-06 2.1287893720658884e-06 6.3068119283299551e-07 7.9296232930095491e-08 6.5292525512799806e-07 -2.6101178980297846e-07 1.3358371293612609e-06 8.4181335751054582e-07 1.991498119195967e-06 -1.0204909458479961e-06 -1.3763236745489849e-06 -4.8858658444190112e-07 6.7357485717852697e-07 -7.2223790782897729e-07 -1.5670390670220235e-08
leaf_weight=24 21 20 38 24 27 121 21 25 32 20 34 22 26 43 22 21 29 31 116 21 25 21 20 25 25 20 39 43 28 2137
leaf_count=24 21 20 38 24 27 121 21 25 32 20 34 22 26 43 22 21 29 31 116 21 25 21 20 25 25 20 39 43 28 2137
internal_value=0 -1.60973e-07 1.19634e-08 -4.02652e-08 -3.5367e-07 6.99669e-08 1.06205e-09 -1.28476e-08 1.50591e-07 2.78583e-07 1.4738e-07 -2.24131e-09 2.99193e-07 1.48542e-07 -1.08373e-07 5.91764e-09 2.96273e-07 -1.40819e-08 -9.16321e-08 1.27504e-09 2.37144e-07 5.40898e-07 -6.99959e-09 -1.29296e-08 4.85504e-07 -2.38267e-08 -1.18947e-08 -3.5504e-09 -1.6876e-08 -7.71968e-09
internal_weight=0 216 2905 196 51 145 2867 2623 244 212 191 2598 157 131 88 2576 166 2410 137 2389 66 41 2358 2337 50 2287 2267 2228 2185 2157
internal_count=3121 216 2905 196 51 145 2867 2623 244 212 191 2598 157 131 88 2576 166 2410 137 2389 66 41 2358 2337 50 2287 2267 2228 2185 2157
is_linear=0
shrinkage=0.1


Tree=8372
num_leaves=31
num_cat=0
split_feature=1211 15 1212 1212 13 133 12 1212 133 133 16 2 1446 2 3 1446 2 157 159 159 1209 15 1210 1212 1212 154 474 157 42 42
split_gain=5.1009e-10 1.10836e-09 8.72703e-10 7.65309e-10 3.11537e-09 5.98231e-09 5.02439e-09 2.46621e-09 2.10024e-09 2.13164e-09 2.09138e-09 1.48121e-09 1.08882e-09 4.72665e-09 4.90868e-09 3.34581e-09 2.3317e-09 2.03446e-09 2.84339e-09 2.01801e-09 9.90347e-10 4.69858e-09 5.12492e-09 9.55643e-10 1.45737e-09 7.63123e-10 1.20159e-09 9.04863e-10 7.96423e-10 5.98219e-09
threshold=0.11716500000000001 0.096455000000000013 0.13631000000000001 0.087575000000000014 -0.085584999999999981 -0.023589999999999996 0.084595000000000017 0.086920000000000011 -0.012979999999999998 -0.0081349999999999981 -0.024819999999999998 0.086825000000000013 0.083715000000000026 0.084415000000000004 -0.082879999999999995 0.057835000000000004 0.086590000000000014 -0.06482499999999998 -0.071469999999999992 -0.041644999999999995 0.085095000000000018 0.085465000000000013 -0.018549999999999994 0.083355000000000026 0.0025400000000000002 0.084190000000000001 -0.45463999999999999 0.30844500000000002 0.087505000000000013 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 -5 -6 12 -8 -10 11 -11 15 14 -14 20 -15 -18 -19 -20 23 -22 -23 24 25 26 -1 28 29 -28
right_child=1 -3 -4 4 6 -7 8 -9 9 10 -12 -13 13 16 -16 -17 17 18 19 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-7.6699572818225458e-07 6.7803791665710382e-07 -2.5692162583233033e-07 -6.1898769917226435e-07 -1.5761531011548869e-07 -1.5079363248560185e-06 2.1033923745376755e-06 -5.7127271020362973e-07 -9.4808431926805633e-07 1.2916714002217522e-06 8.7749091335354026e-07 -7.2905765591713144e-07 -4.2887380820556088e-08 2.1673612288643859e-06 -1.0231729184149367e-06 2.3896865562192311e-07 -1.2796492964774925e-06 8.8136388930374435e-07 3.5280500954139815e-07 -1.4512188880644318e-06 -1.1511843572756893e-07 1.2071428809040048e-06 -1.4538811797137898e-06 4.5493727527948581e-07 -6.2760967759564107e-07 7.2656509108635592e-07 5.7410144877611035e-07 -3.7547051434617322e-08 5.9964084001599671e-07 -1.157120506606435e-07 8.0587305765373958e-07
leaf_weight=22 32 21 23 25 20 22 29 28 21 36 20 34 22 22 33 21 26 59 20 26 36 22 39 26 26 21 1526 23 751 89
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internal_value=0 3.07582e-07 -5.31707e-09 -6.81792e-10 1.84947e-07 9.00729e-07 -2.53137e-08 -1.42213e-08 1.8649e-07 3.84463e-07 1.72782e-07 4.3045e-07 -4.91593e-09 2.15248e-07 1.01033e-06 -2.25155e-08 -7.05641e-08 8.9416e-08 -1.06685e-07 -6.96032e-07 -1.2287e-08 3.01178e-07 -2.33489e-07 -2.45278e-08 -1.81486e-08 -2.61101e-08 -3.1338e-08 -2.45635e-08 -3.06314e-08 8.93245e-09
internal_weight=0 53 3068 3045 207 47 160 2838 140 111 90 70 2810 208 55 2602 153 131 105 46 2581 97 61 2484 2458 2432 2411 2389 2366 1615
internal_count=3121 53 3068 3045 207 47 160 2838 140 111 90 70 2810 208 55 2602 153 131 105 46 2581 97 61 2484 2458 2432 2411 2389 2366 1615
is_linear=0
shrinkage=0.1


Tree=8373
num_leaves=31
num_cat=0
split_feature=1210 1210 1208 1208 403 1209 16 16 52 2 4 42 1210 12 3 4 0 3 12 1 133 2 483 121 401 1374 129 16 1209 3
split_gain=5.26745e-10 5.2242e-10 5.36844e-10 5.43547e-10 5.6657e-10 1.86113e-09 5.23019e-10 1.79891e-09 1.86624e-09 3.37262e-09 1.75342e-09 5.60102e-09 3.81399e-09 2.66148e-09 3.03163e-09 1.88798e-09 9.07942e-09 2.18e-09 5.47785e-09 5.05747e-09 2.19898e-09 2.68015e-09 1.6221e-09 3.19933e-09 1.7293e-09 1.70237e-09 1.48686e-09 1.45587e-09 1.4229e-09 1.41116e-09
threshold=-0.42132499999999995 -0.14310999999999999 0.11846000000000001 0.10480500000000002 -0.55276999999999987 -0.092099999999999987 -0.083539999999999989 -0.08453999999999999 -0.080979999999999983 0.089605000000000018 -0.081984999999999988 0.086325000000000013 -0.051429999999999997 0.08493500000000001 -0.084964999999999985 0.0049200000000000008 -0.14001499999999997 -0.080484999999999987 0.095175000000000023 0.084785000000000013 -0.093189999999999981 0.084755000000000011 0.10143000000000001 -0.052794999999999988 0.094270000000000007 0.089635000000000006 0.092550000000000007 -0.11118499999999999 -0.077594999999999983 -0.091054999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 9 -7 11 13 -12 -10 29 16 -14 20 19 -19 -18 -22 23 -17 25 26 27 -25 -8 -15
right_child=1 2 -4 -5 5 6 28 -9 10 -11 12 -13 15 14 -16 22 17 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.5717119110122445e-07 -4.1215178667229224e-07 -4.1838626325674259e-07 4.7153249340681217e-07 -5.2288581571247055e-07 9.4273278331716673e-07 -2.0178950387617078e-07 8.4770696384155254e-07 -9.5344009619938417e-07 8.9375130153257501e-07 1.5172385333460712e-06 -1.3467441458487885e-06 1.4375956927705699e-06 -2.3639784160423006e-06 -4.7434344412230975e-07 -1.3316123443019024e-06 1.2886349998098012e-06 6.8167734942411095e-07 -1.8193066503864191e-06 9.2578177259383674e-07 -9.4493455632720516e-08 -1.0313123014454436e-06 1.6740048443457937e-07 -8.2817524261455146e-07 1.0938258546899213e-08 8.0907557696718874e-07 7.9464716740720027e-07 -8.2143529891272228e-07 -6.9069537289578875e-07 2.0015066926200679e-08 3.0090848428720443e-07
leaf_weight=25 31 32 24 20 21 25 21 22 25 21 25 31 20 39 21 20 45 34 20 34 26 66 22 390 25 23 26 32 1896 59
leaf_count=25 31 32 24 20 21 25 21 22 25 21 25 31 20 39 21 20 45 34 20 34 26 66 22 390 25 23 26 32 1896 59
internal_value=0 -3.69703e-09 4.34164e-10 -3.28381e-09 1.56124e-10 4.63701e-09 -2.00046e-09 -5.86944e-08 -3.95647e-08 5.82984e-07 -6.86972e-08 2.18283e-07 -1.30853e-07 -4.42074e-08 -2.41258e-07 -9.20311e-08 -3.22136e-07 -1.40639e-07 -5.29018e-07 -9.569e-07 1.08831e-07 -1.71366e-07 1.27564e-08 4.86101e-08 -1.39088e-09 -4.44093e-08 -8.74858e-08 -4.22662e-08 2.90821e-08 -7.61014e-09
internal_weight=0 3096 3065 3041 3021 2989 2968 1051 1029 46 983 175 808 144 119 783 245 225 88 68 137 92 538 516 496 471 448 422 1917 98
internal_count=3121 3096 3065 3041 3021 2989 2968 1051 1029 46 983 175 808 144 119 783 245 225 88 68 137 92 538 516 496 471 448 422 1917 98
is_linear=0
shrinkage=0.1


Tree=8374
num_leaves=31
num_cat=0
split_feature=12 15 12 15 15 133 133 133 51 2 157 160 45 131 49 12 42 48 121 9 10 2 10 0 0 50 0 16 52 4
split_gain=5.22758e-10 5.37039e-10 4.44763e-09 3.876e-09 3.76932e-09 1.30506e-09 2.0449e-09 2.14218e-09 1.9361e-09 1.61904e-09 4.89213e-09 4.66322e-09 1.24198e-09 1.17429e-09 1.67379e-09 1.34055e-09 2.57286e-09 1.00451e-09 9.61422e-10 1.61155e-09 1.13738e-09 1.94926e-09 1.39491e-09 1.18326e-09 4.37176e-09 6.62258e-09 2.45798e-09 2.20101e-09 4.63981e-09 8.02195e-09
threshold=0.23631000000000002 -0.10203999999999998 0.11527000000000001 -0.099734999999999976 -0.10653 -0.37971999999999995 -0.13941499999999998 -0.088004999999999986 -0.10316499999999999 0.10402500000000002 -0.022224999999999998 1.0000000180025095e-35 0.094030000000000016 0.09172000000000001 -0.0087049999999999992 -0.087484999999999993 0.087505000000000013 0.085845000000000019 -0.075254999999999989 0.08925000000000001 -0.0093599999999999985 -0.055814999999999997 -0.086389999999999981 -0.092404999999999973 -0.09515499999999999 0.092620000000000022 -0.091354999999999978 -0.074929999999999983 -0.080114999999999978 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -7 -8 -9 10 -10 -11 18 14 -12 -16 17 -17 -5 20 22 -22 -20 24 27 -26 -25 -23 -29 -30
right_child=-2 3 -4 12 -6 6 7 8 9 11 13 -13 -14 -15 15 16 -18 -19 19 -21 21 23 -24 26 25 -27 -28 28 29 -31
leaf_value=-6.971738402837348e-07 -4.7498784604850583e-07 -1.2806466244796866e-06 1.5570200543990609e-06 -6.1439939236151992e-07 1.0257819048496863e-06 6.9889335984148948e-07 -1.0185758917848696e-06 -9.1762943089758095e-07 1.6906957412066687e-06 2.3595032830185532e-08 -4.2192152231261093e-07 -1.4963089802716675e-06 -7.6962412333072968e-07 -6.0792946783294614e-07 -1.8051702895580534e-07 4.9575043749093635e-07 1.3327099675907134e-06 -3.9739079440437311e-07 7.7274552049507645e-08 8.420257599887603e-07 -9.6892970521453441e-07 -1.5942079539805388e-07 1.0881694655446544e-06 -1.0407509895079178e-06 2.2668709141765683e-06 -1.5998769268580047e-07 -2.2394975226667047e-08 -2.0684493339304244e-07 1.0772553702912225e-07 2.1540775867379127e-06
leaf_weight=28 23 24 20 25 36 39 22 22 21 165 36 23 21 22 33 34 29 20 39 23 21 231 21 24 23 22 1907 84 53 30
leaf_count=28 23 24 20 25 36 39 22 22 21 165 36 23 21 22 33 34 29 20 39 23 21 231 21 24 23 22 1907 84 53 30
internal_value=0 3.52378e-09 9.31387e-08 -1.58201e-08 3.78979e-08 -3.40936e-08 5.74809e-09 -5.75603e-08 -5.35694e-09 4.70451e-08 2.48924e-07 -1.62351e-07 -3.79322e-09 7.49173e-08 1.7375e-07 3.58614e-07 5.72967e-07 1.64957e-07 2.63205e-09 8.85714e-09 1.05149e-09 -9.72186e-09 4.31088e-07 -1.23687e-09 1.4616e-07 1.08041e-06 -3.50519e-08 4.05292e-08 3.17107e-07 8.47371e-07
internal_weight=0 3098 550 2548 530 494 466 427 405 383 195 188 2524 174 152 116 83 54 2503 2478 2455 2395 60 2374 443 45 1931 398 167 83
internal_count=3121 3098 550 2548 530 494 466 427 405 383 195 188 2524 174 152 116 83 54 2503 2478 2455 2395 60 2374 443 45 1931 398 167 83
is_linear=0
shrinkage=0.1


Tree=8375
num_leaves=31
num_cat=0
split_feature=130 12 45 1 1429 156 1 1 1 1 1 1447 1 2 1 4 1210 0 1 43 1 12 481 13 481 1 480 50 0 15
split_gain=5.25118e-10 1.06204e-09 5.0837e-10 4.30953e-09 1.18391e-09 1.58929e-09 7.00549e-10 1.57694e-08 1.4739e-08 1.36215e-08 5.38633e-09 3.83516e-09 3.75125e-09 2.14027e-09 1.94462e-09 3.23687e-09 1.77097e-09 1.76085e-09 2.08766e-09 6.43228e-09 2.34773e-09 2.77005e-09 1.85045e-09 6.40135e-09 2.66784e-09 1.56603e-09 1.45408e-09 1.41403e-09 3.43555e-09 3.50591e-09
threshold=-0.23647499999999996 0.23631000000000002 0.084355000000000013 0.10684 -0.23752499999999996 0.32523500000000005 0.092845000000000025 0.093400000000000025 0.09202500000000001 0.091535000000000019 0.094090000000000021 0.059120000000000013 0.094715000000000008 -0.0091949999999999983 0.096860000000000016 -0.067104999999999984 -0.42132499999999995 -0.23051499999999997 0.090405000000000013 -0.041739999999999992 0.089475000000000013 0.089570000000000025 -0.087424999999999989 -0.08645499999999999 -0.085629999999999984 0.088975000000000012 0.099385000000000015 0.091320000000000012 -0.071339999999999987 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 8 -8 9 11 -9 13 -12 -6 15 -14 -15 -18 20 -20 22 -22 23 -19 -24 -26 27 -16 29 -29
right_child=1 -3 3 -5 5 -7 7 10 -10 -11 12 -13 14 16 26 -17 17 18 19 -21 21 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-5.1076662202831365e-07 -7.7361723526792059e-07 6.9561817264746597e-07 1.4423691403919749e-06 -4.795781247172012e-07 9.8298086367197928e-07 8.8678581931844758e-07 -2.6099086219015061e-06 1.498074674521416e-06 2.225035754008786e-06 -2.376029582743892e-06 -1.2851809439477316e-06 1.0581179065078621e-06 -2.4899201011505973e-07 9.0452425151202725e-07 -3.4562785382588395e-08 1.1991208792193048e-06 7.9866394512551932e-07 7.2112104331526181e-07 4.2490978253389197e-07 -1.7383211248519122e-06 -4.7060969295257978e-08 1.5790188280107031e-06 9.0833269723589187e-07 -1.4810390280906702e-06 -1.6340421615111986e-08 -8.2978210826922813e-07 7.4159200948997758e-07 -3.0507343191337508e-07 2.453564911662984e-07 -2.0385852826620977e-06
leaf_weight=20 20 22 20 28 22 20 24 23 30 24 24 35 29 21 678 33 26 22 28 27 22 20 31 33 1707 24 22 28 38 20
leaf_count=20 20 22 20 28 22 20 24 23 30 24 24 35 29 21 678 33 26 22 28 27 22 20 31 33 1707 24 22 28 38 20
internal_value=0 3.28803e-09 -1.65879e-09 3.21233e-07 -6.77222e-09 -1.6786e-09 -7.61952e-09 -8.02883e-08 2.46115e-08 -7.716e-09 -1.24549e-08 2.04503e-08 -5.22969e-08 2.1354e-09 -1.74039e-08 5.21778e-07 -8.86847e-09 -1.87557e-08 -2.98596e-08 -6.3704e-07 -1.18957e-08 7.27263e-07 -2.89814e-08 -6.00175e-07 -1.11518e-08 -2.76186e-08 -5.99348e-08 -8.30154e-08 -4.65003e-07 -1.02737e-06
internal_weight=0 3101 3079 48 3031 3011 2991 919 2072 2042 895 2018 872 1983 848 62 1961 1940 1914 55 1859 42 1817 55 1762 1731 786 764 86 48
internal_count=3121 3101 3079 48 3031 3011 2991 919 2072 2042 895 2018 872 1983 848 62 1961 1940 1914 55 1859 42 1817 55 1762 1731 786 764 86 48
is_linear=0
shrinkage=0.1


Tree=8376
num_leaves=31
num_cat=0
split_feature=156 1429 12 130 1212 1212 16 481 15 3 1212 3 12 52 2 1211 1446 133 133 1446 481 480 51 132 50 132 43 1209 15 52
split_gain=5.7828e-10 9.33104e-10 5.57896e-10 6.18549e-10 5.21731e-10 1.96115e-09 1.9577e-09 2.70064e-09 1.51728e-09 2.1879e-09 2.41384e-09 1.7888e-09 2.09132e-09 1.6308e-09 1.43128e-09 9.83316e-10 9.04976e-10 4.23271e-09 3.08885e-09 2.84132e-09 2.01307e-09 3.48889e-09 3.27626e-09 9.2349e-10 4.82218e-09 1.487e-09 1.00495e-09 8.64401e-10 4.84794e-09 4.15261e-09
threshold=0.3248100000000001 -0.23166999999999996 0.23631000000000002 -0.22461999999999996 0.087575000000000014 0.086920000000000011 -0.014754999999999999 -0.073474999999999985 0.098485000000000017 -0.077104999999999993 0.13631000000000001 -0.082974999999999979 0.086655000000000024 0.088005000000000014 0.082850000000000021 0.11048500000000001 0.083715000000000026 0.10995500000000001 0.086990000000000012 0.057835000000000004 -0.081334999999999977 0.086655000000000024 -0.0057349999999999996 -0.083284999999999984 0.09227500000000001 -0.044384999999999994 -0.013024999999999998 0.085095000000000018 0.085465000000000013 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 15 7 -6 9 10 11 12 -9 14 -14 16 19 18 20 23 21 -18 -22 24 26 -25 -5 -27 -29 -30
right_child=-2 2 -4 4 6 -7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 22 -23 -24 25 -26 27 -28 28 29 -31
leaf_value=6.2481787826603376e-07 -4.9957721320543384e-07 4.7906771492023383e-07 -4.9180576386630574e-07 -6.1050720487569548e-07 1.3228519308194381e-06 -8.4734674479542669e-07 -5.2437903621128695e-07 -7.3167656046280177e-07 -4.7808906645861822e-07 1.2363186689867689e-06 -8.4543441441941143e-07 8.6548565763534594e-07 4.7460529527676919e-08 -4.3347031351004264e-07 1.1121033691909231e-06 6.4493920962396935e-07 1.7524756651710048e-06 1.3571939878905446e-06 -7.7266682792352921e-07 -1.186475867056981e-06 -1.0972787035627888e-06 1.2073642947173443e-07 3.2029282611542195e-07 8.1695121397470688e-07 -1.7003159976525239e-06 -2.1435062909875175e-08 5.822173478190623e-08 1.3835687243256092e-06 -8.6118270370956749e-07 8.7371741776885092e-07
leaf_weight=24 23 27 23 27 21 28 39 25 34 20 22 38 23 20 28 23 20 27 39 21 23 38 56 22 20 2189 134 28 37 22
leaf_count=24 23 27 23 27 21 28 39 25 34 20 22 38 23 20 28 23 20 27 39 21 23 38 56 22 20 2189 134 28 37 22
internal_value=0 3.70474e-09 -1.14455e-09 2.5543e-09 -1.70028e-09 -1.47059e-08 1.30957e-07 2.41599e-07 1.33473e-07 2.51616e-07 1.25372e-07 2.84758e-07 5.48871e-08 3.31846e-07 6.3197e-07 -6.15351e-09 -1.16937e-08 1.91363e-07 1.25141e-08 -2.81819e-08 2.36033e-07 6.83405e-07 -9.24179e-08 -1.83698e-08 -2.35847e-07 -1.24042e-09 -5.39254e-08 -9.14912e-09 2.99976e-07 -2.14271e-07
internal_weight=0 3098 3074 3051 3024 2754 270 231 210 176 156 134 96 71 51 2726 2703 203 176 2500 137 58 79 2479 181 2298 161 2276 87 59
internal_count=3121 3098 3074 3051 3024 2754 270 231 210 176 156 134 96 71 51 2726 2703 203 176 2500 137 58 79 2479 181 2298 161 2276 87 59
is_linear=0
shrinkage=0.1


Tree=8377
num_leaves=31
num_cat=0
split_feature=50 132 1211 403 50 4 49 160 483 12 2 15 475 157 474 159 0 2 50 50 4 1212 0 13 13 484 1446 13 133 1374
split_gain=5.77211e-10 8.27431e-09 8.56886e-09 2.69921e-09 2.50683e-09 2.28724e-09 1.32545e-09 2.90754e-09 4.73825e-09 2.52366e-09 1.83398e-09 3.56698e-09 1.82465e-09 1.70827e-09 2.12995e-09 1.4898e-09 1.26957e-09 1.8358e-09 1.79544e-09 1.03636e-09 5.83051e-09 1.00466e-09 9.42757e-10 9.19415e-10 3.01909e-09 6.57753e-09 5.0004e-09 3.38258e-09 6.06951e-09 4.80594e-09
threshold=0.090630000000000016 -0.083284999999999984 0.11048500000000001 -0.065924999999999997 0.089915000000000009 -0.078629999999999992 0.08610000000000001 -0.089744999999999978 0.085765000000000022 0.088615000000000013 0.10402500000000002 -0.090644999999999989 -0.085774999999999976 -0.090569999999999998 0.087035000000000015 -0.087039999999999992 -0.075934999999999989 0.086375000000000021 0.11235500000000001 0.083090000000000011 -0.083439999999999986 0.13592000000000001 -0.087519999999999987 -0.084419999999999981 -0.085584999999999981 0.085740000000000011 0.083715000000000026 -0.086254999999999984 0.10722500000000001 0.087110000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 19 -3 7 8 9 -5 11 -8 -9 -14 16 -12 17 -15 -18 21 -21 23 -13 24 26 -26 27 28 29 -1
right_child=1 2 -4 6 -6 -7 10 12 -10 -11 15 22 13 14 -16 -17 18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.0034487293462708e-07 1.7085296479990577e-06 1.4960342037776779e-06 -1.7009005855836029e-06 6.0500920376136082e-07 -1.1071059539347062e-06 1.6566382084550112e-07 1.7213730600252304e-06 9.1922942241732617e-07 -1.8229726545927328e-06 -7.213693642427188e-07 -8.2509995024793181e-07 -3.4711185944182775e-07 8.1530643828128557e-07 -1.5399214167911746e-09 -9.5220779511552034e-07 3.0493095692918359e-07 -1.0994448737733365e-06 1.0662846125883552e-06 2.4049722000540898e-07 -6.2510137723847956e-07 1.2069405501410744e-06 5.6455777988456499e-07 5.796167531867547e-07 9.5283007221033042e-09 -1.6848142971476982e-06 4.645891067411867e-07 1.1554802181290569e-06 -1.028031688759093e-06 1.5631331176667698e-06 1.2205279219870136e-06
leaf_weight=498 30 24 28 26 21 28 21 24 23 32 20 21 22 69 26 28 20 21 20 32 38 29 23 1820 35 24 32 39 22 25
leaf_count=498 30 24 28 26 21 28 21 24 23 32 20 21 22 69 26 28 20 21 20 32 38 29 23 1820 35 24 32 39 22 25
internal_value=0 9.77598e-08 -3.75926e-09 1.02312e-07 -1.89219e-08 7.79681e-07 1.33646e-08 -1.02241e-07 -6.08419e-07 -1.26786e-07 3.02891e-07 6.49087e-07 1.00731e-07 -9.62861e-09 -1.25966e-07 -1.65915e-07 3.92828e-08 2.47619e-07 -4.29474e-07 -1.01124e-08 3.69436e-07 -2.06387e-08 1.37314e-07 -2.74406e-08 -1.2712e-07 -8.10481e-07 -6.1668e-08 -1.28361e-07 -6.3981e-08 -1.32426e-07
internal_weight=0 506 476 448 2615 52 396 283 81 58 113 65 202 178 156 48 130 90 40 2594 70 2524 44 2495 675 59 616 584 545 523
internal_count=3121 506 476 448 2615 52 396 283 81 58 113 65 202 178 156 48 130 90 40 2594 70 2524 44 2495 675 59 616 584 545 523
is_linear=0
shrinkage=0.1


Tree=8378
num_leaves=31
num_cat=0
split_feature=1211 50 1185 393 1200 401 1213 43 1212 402 42 1203 133 402 12 16 0 480 131 1447 2 42 4 2 480 3 1212 52 1212 401
split_gain=6.18412e-10 1.5843e-09 5.65973e-10 8.06875e-10 5.55721e-10 6.67282e-10 7.2158e-10 2.48908e-09 7.21182e-10 9.89813e-10 2.62719e-09 7.89338e-10 7.01252e-10 6.26544e-10 8.48074e-09 7.44853e-09 2.14398e-09 1.33787e-09 7.63958e-09 9.29367e-09 9.58918e-09 5.52067e-09 9.66787e-09 5.27088e-09 2.17724e-09 1.8239e-09 1.16945e-09 6.26938e-09 3.86857e-09 8.5167e-10
threshold=0.11716500000000001 0.090980000000000019 -0.10973499999999999 0.10856500000000001 0.090100000000000013 0.13837000000000002 0.17417500000000002 -0.0098449999999999979 0.11796000000000001 -0.45454999999999995 -0.067534999999999998 0.088820000000000024 0.51114000000000004 0.11174500000000002 0.088245000000000004 -0.080954999999999985 -0.079634999999999997 0.086930000000000021 0.089415000000000008 0.0071200000000000005 0.083715000000000026 0.086325000000000013 -0.046564999999999988 0.088055000000000008 0.085285000000000014 -0.075634999999999994 -0.092474999999999988 0.086275000000000004 -0.087464999999999987 0.10711000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 8 -8 9 10 -4 12 13 17 -15 -16 -17 24 19 20 -19 23 -23 -22 26 -24 27 -11 -28 -30
right_child=1 -3 3 -5 -6 -7 7 -9 -10 11 -12 -13 -14 14 15 16 -18 18 -20 -21 21 22 25 -25 -26 -27 28 -29 29 -31
leaf_value=-5.3608566020102443e-07 -8.696905903586109e-08 1.0409665674160351e-06 -3.4153086403421185e-07 4.6176265062218297e-07 4.2755810252872151e-07 -5.8799480484594824e-07 1.2105173797749559e-06 -3.3089151233153563e-07 -4.8647323485084832e-07 1.7298018038564518e-06 1.2599173855743998e-06 -5.100031392757387e-07 -4.9973438757237528e-07 -1.6613126921546002e-06 1.7344807256449715e-06 -1.1534372063016192e-06 2.0507443510863456e-07 2.1431902584109513e-06 -1.4463367107183608e-06 2.5198453059260831e-06 1.8456099676692856e-06 -2.5898475581698222e-06 6.7699583882052185e-07 -1.2847679658391012e-07 -1.0295029889156078e-06 -6.1200695075144945e-07 -1.254267073591109e-06 -5.4433767297091945e-07 -9.8356022688593963e-09 5.8886755927763563e-07
leaf_weight=20 33 20 20 37 29 20 20 22 32 22 21 32 29 30 25 21 26 22 23 20 21 20 23 38 21 21 25 27 2377 24
leaf_count=20 33 20 20 37 29 20 20 22 32 22 21 32 29 30 25 21 26 22 23 20 21 20 23 38 21 21 25 27 2377 24
internal_value=0 3.38667e-07 -5.85764e-09 -2.37846e-09 -8.08195e-09 -1.23186e-08 -8.43148e-09 4.03113e-07 -1.4351e-08 -9.11968e-09 4.78723e-07 -1.61452e-08 -1.05311e-08 -5.43894e-09 -2.48702e-07 3.39886e-07 -4.0192e-07 3.80578e-09 2.61058e-07 4.99058e-07 2.20329e-07 -1.23598e-07 -7.66847e-07 5.74164e-07 -1.55706e-08 6.179e-08 -6.9675e-09 4.76705e-07 -1.67366e-08 -3.85106e-09
internal_weight=0 53 3068 3048 3011 2982 2962 42 2920 2888 41 2847 2815 2786 102 72 47 2684 188 165 145 123 64 59 2496 44 2475 49 2426 2401
internal_count=3121 53 3068 3048 3011 2982 2962 42 2920 2888 41 2847 2815 2786 102 72 47 2684 188 165 145 123 64 59 2496 44 2475 49 2426 2401
is_linear=0
shrinkage=0.1


Tree=8379
num_leaves=31
num_cat=0
split_feature=130 12 1211 1 401 402 1210 401 1204 1203 398 130 132 43 1211 50 394 1210 403 2 15 0 15 43 4 403 133 16 481 133
split_gain=5.24433e-10 9.96522e-10 5.05944e-10 1.30422e-09 6.2092e-10 1.70482e-09 8.21602e-10 6.11701e-10 6.10903e-10 1.26755e-09 6.72223e-10 1.46549e-09 1.10362e-09 1.58522e-08 1.43069e-08 2.05989e-09 1.22711e-09 7.5428e-10 6.60093e-09 6.17498e-09 1.23044e-08 7.56877e-09 6.14553e-09 7.98414e-09 1.02823e-08 1.17065e-09 7.82478e-10 5.84145e-09 5.80949e-09 3.7013e-09
threshold=-0.23647499999999996 0.23631000000000002 0.11716500000000001 0.089175000000000018 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 -0.099524999999999988 0.058775000000000008 -1.0000000180025095e-35 0.087820000000000023 0.087100000000000025 -0.083284999999999984 -0.011694999999999999 0.10326000000000002 0.092705000000000023 0.10448000000000002 -0.00046999999999999993 -0.0038999999999999994 0.091055000000000011 0.089165000000000008 -0.071339999999999987 0.087485000000000021 -0.0047449999999999992 -0.086849999999999997 -0.53255499999999989 0.090445000000000011 0.51222500000000004 -0.065834999999999991 0.089595000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 7 -7 9 -9 12 -12 13 -11 16 -15 17 18 19 20 22 -22 23 24 -14 -19 29 28 -28 -27
right_child=1 -3 3 -5 5 6 -8 8 -10 10 11 -13 14 15 -16 -17 -18 25 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-5.1042440674109457e-07 -4.8426969459359056e-07 6.7392956514760789e-07 -8.1384628587825736e-08 9.4200548943490509e-07 7.234335072325849e-07 -4.4792645234514158e-07 -6.4916737073872356e-07 6.7210253218113235e-07 -5.3877266520343951e-07 2.7463364936217908e-06 -1.0278751474857017e-06 1.0151378641391301e-07 4.846626142450207e-07 1.8337342179687833e-08 -2.5522225650382265e-06 -1.0640817004330183e-06 7.8880950638904333e-07 -5.9612896801381261e-07 1.3974682649466167e-06 1.1890782647405729e-06 -3.2157287756717779e-06 -4.6458913629976453e-07 1.6638877696095735e-06 1.1977716728292113e-06 -2.2254075112471127e-06 -1.1192605787616883e-08 1.6883959040114862e-06 1.7906398585409989e-06 -6.6821799834291136e-08 -1.0207169962823909e-06
leaf_weight=20 27 22 33 20 32 31 20 28 21 22 20 27 28 108 22 21 20 34 37 32 20 20 23 28 28 1970 20 20 330 37
leaf_count=20 27 22 33 20 32 31 20 28 21 22 20 27 28 108 22 21 20 34 37 32 20 20 23 28 28 1970 20 20 330 37
internal_value=0 3.29495e-09 -1.49686e-09 3.048e-07 -6.86161e-09 -2.56351e-09 -1.03936e-08 -6.05853e-09 -1.36103e-09 2.53729e-09 -4.00188e-09 -3.79077e-07 2.24937e-09 2.65259e-07 -1.26305e-08 -1.5787e-07 8.47677e-09 2.5359e-09 1.81559e-07 -6.97748e-08 -3.43811e-07 -1.84016e-06 2.15572e-07 -1.80991e-07 -8.70372e-07 -1.35026e-08 -5.16889e-09 1.28458e-07 3.34764e-08 -2.98037e-08
internal_weight=0 3101 3079 53 3026 2999 2967 2947 2916 2895 2867 47 2820 151 2669 129 2647 2627 216 179 147 40 107 84 56 2411 2377 370 350 2007
internal_count=3121 3101 3079 53 3026 2999 2967 2947 2916 2895 2867 47 2820 151 2669 129 2647 2627 216 179 147 40 107 84 56 2411 2377 370 350 2007
is_linear=0
shrinkage=0.1


Tree=8380
num_leaves=31
num_cat=0
split_feature=12 130 132 1185 1203 50 50 46 48 475 51 42 50 1452 159 484 481 51 12 12 4 51 3 3 51 1209 10 16 33 12
split_gain=5.93531e-10 6.14293e-10 5.72367e-10 2.2749e-09 1.89354e-09 6.09549e-10 2.63887e-09 1.45937e-09 1.49549e-09 1.04377e-09 1.28385e-09 1.19379e-09 1.46819e-09 9.9789e-10 1.07473e-09 5.74875e-09 9.29225e-10 8.79976e-10 5.41402e-09 1.12655e-08 1.03127e-08 3.27091e-09 1.72989e-09 1.69456e-09 1.59544e-09 1.82321e-09 1.48067e-09 1.18279e-08 1.33017e-08 1.36261e-09
threshold=0.23631000000000002 -0.23123999999999997 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11610000000000001 0.11318500000000002 0.10253500000000002 0.11270000000000001 -0.082274999999999987 -0.0032349999999999996 0.11747 0.11963000000000001 0.11609000000000001 -0.45371999999999996 -0.017214999999999998 0.11244000000000001 0.094075000000000006 0.088245000000000004 0.084290000000000018 -0.077999999999999986 0.123935 0.097915000000000016 -0.077354999999999993 0.090560000000000015 0.12417500000000002 -0.011559999999999999 -0.056919999999999991 0.078905000000000017 0.12757000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 13 8 9 -7 -11 12 -12 14 15 -5 17 24 19 21 -20 22 -19 -22 25 26 27 28 -16 -28
right_child=-2 2 3 5 -6 7 -8 -9 -10 10 11 -13 -14 -15 16 -17 -18 18 20 -21 23 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=5.4277252340893615e-07 -5.0611789823090916e-07 -4.3636319966792858e-08 1.0490797692563363e-06 7.397523847885168e-07 -9.2333435383855945e-07 -3.716712531205567e-07 -1.0522510265786877e-06 -6.3966235074985889e-07 9.9582042218197362e-07 1.0110003739782768e-06 -5.8768018324902494e-07 8.3615594235197934e-07 2.7402411274026455e-07 6.8770336838497323e-07 -2.8781770456336949e-06 -1.5784005188008806e-06 5.3114591110264004e-07 2.2878452379397158e-07 2.5216028770955748e-06 -2.3086591790204349e-06 -6.1787979634771002e-07 -6.484792504508619e-07 1.3678278321549444e-06 6.4070702535445897e-07 -6.5308458068522256e-07 7.9392312130214094e-07 6.7611088513412941e-09 1.1884526272830233e-06 2.9083291792630921e-07 -6.8328472284049676e-07
leaf_weight=21 23 194 21 20 28 31 24 20 24 20 30 20 58 21 27 23 33 30 25 21 23 25 24 20 39 28 2164 29 26 29
leaf_count=21 23 194 21 20 28 31 24 20 24 20 30 20 58 21 27 23 33 30 25 21 23 25 24 20 39 28 2164 29 26 29
internal_value=0 3.7573e-09 7.8618e-11 1.21053e-08 -1.54589e-07 4.42133e-09 -8.46093e-09 1.71383e-07 2.60022e-07 1.48958e-07 2.75048e-07 1.3876e-07 -1.97387e-08 1.14818e-09 -4.42709e-09 -5.0019e-07 3.95584e-09 -2.97534e-09 2.18099e-07 -2.50024e-07 9.06514e-07 2.97208e-07 7.35026e-07 -3.24906e-08 -1.88338e-08 -8.09308e-09 -1.79641e-08 -4.35171e-07 -1.32357e-06 -2.36398e-09
internal_weight=0 3098 3077 2855 222 2834 2631 203 183 159 128 108 88 2607 2586 43 2543 2510 168 100 68 79 54 43 2342 2303 2275 82 53 2193
internal_count=3121 3098 3077 2855 222 2834 2631 203 183 159 128 108 88 2607 2586 43 2543 2510 168 100 68 79 54 43 2342 2303 2275 82 53 2193
is_linear=0
shrinkage=0.1


Tree=8381
num_leaves=31
num_cat=0
split_feature=46 46 1426 156 1429 160 0 475 4 0 47 12 52 156 1454 1455 15 483 481 12 3 2 1456 1455 15 47 0 16 3 47
split_gain=5.80333e-10 6.8917e-10 5.84116e-10 8.92822e-10 8.12394e-10 1.87837e-09 3.65176e-09 1.66961e-09 6.86634e-10 2.62399e-09 3.79009e-09 3.43014e-09 8.03958e-10 1.11973e-09 7.61601e-10 6.76973e-10 2.34252e-09 1.24167e-09 1.05549e-09 6.62236e-09 2.21502e-08 1.05112e-08 2.88464e-09 8.57879e-10 1.29323e-09 9.43852e-10 4.67395e-09 2.00629e-08 6.1343e-09 4.14578e-09
threshold=0.10987500000000001 0.083550000000000013 -0.094284999999999994 0.15965000000000004 -0.054654999999999988 -0.090484999999999996 -0.080499999999999988 -0.011519999999999997 -0.50690499999999983 0.11070500000000001 1.0000000180025095e-35 0.086565000000000017 -0.56368999999999991 -0.092624999999999985 0.10906500000000001 -0.097209999999999977 0.088495000000000018 0.13622000000000004 -0.081614999999999979 0.083715000000000026 -0.085784999999999986 0.084755000000000011 -0.15024999999999997 -0.065979999999999983 -0.071579999999999991 0.092165000000000011 -0.10224499999999999 -0.13088499999999997 -0.0080949999999999998 0.086785000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8 9 10 -6 -11 -10 -14 15 16 -15 18 19 -17 -21 -22 -20 24 -24 29 27 -27 -28 -25
right_child=-2 -3 3 -5 8 6 7 -9 12 11 -12 -13 13 14 -16 17 -18 -19 22 20 21 -23 23 25 -26 26 28 -29 -30 -31
leaf_value=5.1429638419490822e-07 5.1179121462816759e-07 -4.9750213125016832e-07 1.1522669683472488e-06 -6.1035330366128924e-07 -1.7548334930304258e-06 -8.6040339426660836e-07 -5.7887225466402019e-08 1.1792374612203581e-06 5.5513340402495278e-07 -6.1861373604249994e-07 2.856015879178113e-08 1.1279592004227553e-06 -6.4438812330536166e-07 2.3541882531693167e-07 4.7309887182724626e-07 -1.1545717700300885e-06 -1.0900571234391994e-06 7.6985595894387056e-07 -1.0437297160276811e-06 3.371094025485787e-06 -1.5803422225842717e-06 8.8661858909925945e-07 1.0455107258167117e-07 8.8467580331735345e-09 -1.0326508865432516e-06 1.3411862196071362e-07 -1.133078726134329e-07 -3.5556135574665858e-06 1.7045170886763661e-06 1.2789964159491794e-06
leaf_weight=22 22 28 20 24 22 27 20 24 26 22 26 23 27 30 34 25 24 21 27 23 31 39 20 2211 20 56 160 20 21 26
leaf_count=22 22 28 20 24 22 27 20 24 26 22 26 23 27 30 34 25 24 21 27 23 31 39 20 2211 20 56 160 20 21 26
internal_value=0 -3.63135e-09 8.71539e-10 -2.83307e-09 1.98693e-09 2.96246e-07 5.51136e-08 6.16908e-07 -7.13972e-09 -2.74518e-07 -7.88829e-07 2.74079e-07 1.61291e-09 -3.49954e-09 2.70706e-09 -3.10025e-09 -3.53682e-07 3.91138e-09 -2.09267e-09 2.90325e-07 6.78738e-07 -2.05893e-07 -1.5566e-08 -4.61087e-09 -4.6405e-07 2.75784e-09 -1.78739e-07 -8.36864e-07 9.76e-08 2.36093e-08
internal_weight=0 3099 3071 3049 3025 91 71 44 2934 93 48 45 2841 2815 2788 2754 54 2700 2679 118 93 70 2561 2534 40 2494 257 76 181 2237
internal_count=3121 3099 3071 3049 3025 91 71 44 2934 93 48 45 2841 2815 2788 2754 54 2700 2679 118 93 70 2561 2534 40 2494 257 76 181 2237
is_linear=0
shrinkage=0.1


Tree=8382
num_leaves=31
num_cat=0
split_feature=1211 50 2 132 1203 1211 52 1208 1208 402 1209 131 131 480 481 1212 1209 13 15 4 4 42 13 43 1 480 4 51 4 4
split_gain=5.30702e-10 4.69159e-09 9.11496e-10 7.89407e-10 2.90281e-09 1.0363e-09 1.88977e-09 5.67979e-10 1.15714e-09 1.01841e-09 1.44773e-09 6.53058e-10 6.76819e-09 4.77751e-09 1.08395e-08 1.55726e-09 2.19923e-09 1.68597e-09 3.64684e-09 2.15656e-09 3.34678e-09 3.27674e-09 1.7329e-09 1.64128e-09 1.36453e-09 1.29163e-09 1.20805e-09 8.58136e-10 3.10748e-09 3.51168e-09
threshold=0.11048500000000001 0.096900000000000014 0.08919500000000001 -0.083284999999999984 0.089005000000000015 0.087635000000000005 0.086635000000000004 0.11531000000000001 0.10233500000000001 0.23460000000000003 0.10272000000000002 0.091360000000000011 0.090445000000000011 0.11191000000000002 -0.00058999999999999992 0.087505000000000013 0.085095000000000018 -0.077944999999999987 -1.0000000180025095e-35 -0.067104999999999984 -0.080924999999999983 0.094365000000000018 -0.071554999999999994 -0.074974999999999986 0.10254500000000001 0.10344000000000002 0.51388000000000011 0.11594500000000001 0.033845000000000007 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 7 -7 8 9 10 11 12 13 25 -15 16 17 18 23 20 -19 24 -23 -13 -21 27 -25 -5 29 -29
right_child=1 -3 -4 5 -6 6 -8 -9 -10 -11 -12 15 -14 14 -16 -17 -18 19 -20 21 -22 22 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-6.119478033137109e-08 -6.4000986033837155e-07 1.4989519813339444e-06 1.4893496302903486e-07 -3.4346942786821582e-08 -1.2280208160279454e-06 9.1576043450827739e-07 -2.8075374907323501e-07 -4.8556870027027797e-07 6.1052935708880071e-07 -5.8332225800465195e-07 7.1786589229207367e-07 6.3843376079658458e-07 -1.8102280288682476e-06 2.7227211967328915e-06 -5.6961735253935338e-07 -6.7984163081291633e-07 1.2046206789761982e-06 2.7721977069461447e-08 1.5851433498813673e-06 1.3312128169157869e-07 -1.6212943546634052e-06 1.4902680707574621e-06 2.0413566673482819e-07 2.3526991071776138e-07 -7.0581673946545575e-07 -7.5559235638659561e-07 -8.6384234151637432e-07 1.5283335869753502e-07 -8.5203547245249007e-07 1.4998176612361172e-06
leaf_weight=191 27 22 32 2114 24 33 22 24 31 30 28 33 21 20 20 22 20 32 22 47 20 22 20 20 33 24 20 100 23 24
leaf_count=191 27 22 32 2114 24 33 22 24 31 30 28 33 21 20 20 22 20 32 22 47 20 22 20 20 33 24 20 100 23 24
internal_value=0 2.52625e-07 -2.12108e-07 -6.72947e-09 -1.91445e-07 7.32854e-09 4.37155e-07 -1.20592e-09 3.02741e-09 -3.90908e-09 2.56481e-09 -4.97318e-09 -2.3024e-08 -6.88148e-09 1.07655e-06 1.31191e-07 1.92931e-07 1.17712e-07 4.56527e-07 -6.72726e-08 -6.06515e-07 1.62569e-07 8.77824e-07 1.16395e-07 -2.12941e-07 -2.58475e-08 -3.14286e-07 -1.81014e-08 2.15525e-07 4.1354e-07
internal_weight=0 81 59 3040 215 2825 55 2770 2746 2715 2685 2657 2346 2325 40 311 289 269 95 174 52 122 42 73 80 2285 40 2261 147 124
internal_count=3121 81 59 3040 215 2825 55 2770 2746 2715 2685 2657 2346 2325 40 311 289 269 95 174 52 122 42 73 80 2285 40 2261 147 124
is_linear=0
shrinkage=0.1


Tree=8383
num_leaves=31
num_cat=0
split_feature=12 15 12 15 15 133 133 133 51 484 132 50 1185 2 3 39 10 9 3 49 151 2 1 13 131 2 15 49 3 52
split_gain=5.21713e-10 6.53284e-10 3.6472e-09 3.5194e-09 3.12401e-09 1.09358e-09 1.91046e-09 1.91127e-09 1.75461e-09 1.60928e-09 9.92878e-10 1.34643e-08 9.27278e-09 1.36155e-09 2.04934e-09 1.11982e-09 1.6528e-09 1.71936e-09 9.7787e-10 8.66187e-10 1.92982e-09 1.4286e-09 2.6698e-09 2.66413e-09 2.1065e-09 1.96312e-09 3.78417e-09 1.78854e-09 1.1269e-09 1.32134e-09
threshold=0.23631000000000002 -0.10203999999999998 0.11527000000000001 -0.10653 -0.099734999999999976 -0.37971999999999995 -0.13941499999999998 -0.088004999999999986 -0.10316499999999999 -0.088124999999999981 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.097385000000000013 -0.083489999999999995 -1.0000000180025095e-35 0.053330000000000009 0.085555000000000006 -0.087044999999999983 -0.0087049999999999992 0.015440000000000001 0.10402500000000002 0.111945 -0.0062949999999999994 0.09172000000000001 -0.045829999999999989 -0.24436499999999997 0.091325000000000003 -0.034684999999999994 0.048770000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 -7 -8 -9 -10 11 13 -12 14 18 -14 17 -17 -6 20 -11 24 23 -23 25 -21 -27 -28 -24 -30
right_child=-2 4 -4 -5 10 6 7 8 9 19 12 -13 15 -15 -16 16 -18 -19 -20 21 -22 22 28 -25 -26 26 27 -29 29 -31
leaf_value=-6.2420739307559168e-07 -4.7450908062313353e-07 -1.1533335059728719e-06 1.4279901972003017e-06 1.0069112925571568e-06 -3.2133535710173695e-07 6.8921931818029709e-07 -9.4968808639350755e-07 -8.610966440094423e-07 9.0831145133138532e-07 -1.0740609540830933e-06 -2.1156620632501429e-06 2.6629323494375966e-06 6.8942038094222806e-07 4.5224011708288506e-07 -9.7787266459666476e-07 -1.1511870674527907e-08 -8.2049215097868011e-07 8.768090496728706e-07 3.6922215419840423e-07 -1.6046778941674551e-07 2.2258188838719662e-07 -1.6937270667464568e-08 6.8851464292223414e-07 -1.5069407254486578e-06 -5.8206873557972596e-07 1.8512023736796188e-06 8.5043181022029159e-07 -1.9880682118333938e-07 2.0361553453946699e-07 -6.062227524141455e-07
leaf_weight=28 23 24 20 36 46 39 22 22 21 22 21 20 23 34 30 2266 25 22 37 36 24 24 27 24 23 22 33 32 66 29
leaf_count=28 23 24 20 36 46 39 22 22 21 22 21 20 23 34 30 2266 25 22 37 36 24 24 27 24 23 22 33 32 66 29
internal_value=0 3.52404e-09 1.02363e-07 5.23394e-08 -1.78109e-08 -1.72245e-08 1.92466e-08 -4.19453e-08 7.36417e-09 5.72497e-08 -7.01356e-09 2.28613e-07 -2.37084e-08 -1.02587e-07 -2.69526e-07 -4.90228e-09 -1.18065e-08 -2.97032e-09 -1.34965e-08 7.87866e-09 -3.97552e-07 6.6897e-08 -1.30147e-07 -7.61939e-07 2.96332e-07 4.60586e-07 7.17573e-07 3.33884e-07 1.18427e-07 -4.35983e-08
internal_weight=0 3098 550 530 2548 494 466 427 405 383 2524 167 2357 147 113 2336 2313 2288 83 362 46 316 170 48 146 123 87 65 122 95
internal_count=3121 3098 550 530 2548 494 466 427 405 383 2524 167 2357 147 113 2336 2313 2288 83 362 46 316 170 48 146 123 87 65 122 95
is_linear=0
shrinkage=0.1


Tree=8384
num_leaves=31
num_cat=0
split_feature=1213 130 10 42 40 2 45 46 1428 473 10 4 16 1427 133 49 1453 13 157 157 474 0 474 13 0 43 51 51 12 3
split_gain=5.27439e-10 5.19219e-10 1.43498e-09 1.89486e-09 1.23323e-09 8.87639e-10 1.02424e-09 7.19872e-10 8.96307e-10 1.14971e-09 6.68858e-10 1.36751e-08 6.16511e-10 1.19994e-09 1.39415e-09 2.65221e-09 3.19706e-09 2.76876e-09 2.76454e-09 7.32682e-09 4.54376e-09 3.52724e-09 5.26758e-09 2.91663e-09 4.9501e-09 4.1859e-09 4.09078e-09 2.35057e-09 2.05493e-09 2.55201e-09
threshold=0.51370000000000016 -0.23647499999999996 -0.38124499999999995 0.089390000000000011 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.011559999999999999 0.053180000000000012 0.064860000000000015 0.086130000000000012 0.090665000000000009 0.10969000000000002 -0.049419999999999992 0.095710000000000017 -0.00078499999999999989 -0.04831499999999999 0.091650000000000009 -0.081584999999999977 0.085515000000000022 -0.074519999999999989 -0.014954999999999998 -0.076834999999999987 -0.093639999999999987 -0.23823499999999997 0.098330000000000015 -0.24163499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 8 -8 -10 11 -11 -12 14 15 16 -14 18 19 20 21 -18 -23 -20 25 -25 -26 -27 29 -19
right_child=-2 2 4 -5 5 -7 7 -9 9 10 12 -13 13 -15 -16 -17 17 28 23 -21 -22 22 -24 24 26 27 -28 -29 -30 -31
leaf_value=-5.1117349439522289e-07 5.1188910930477506e-07 -1.0896066740428978e-07 -7.7160241885177955e-07 1.2510910367204869e-06 -7.2038903866200597e-07 6.4526025794077125e-07 -5.3466425824488801e-07 4.0383029028663619e-07 7.5306277931730396e-07 -1.977223290440731e-06 2.2224237433077825e-08 9.8775992910304929e-07 1.0097712338788172e-06 6.268343036388367e-07 1.9254145445091596e-07 -1.0310760663243299e-06 -9.959443018271399e-07 5.9006330593547319e-07 5.8750971700444812e-08 1.7585975587053328e-06 -1.4451591493138108e-06 -3.2744769506669923e-07 1.7974213608340508e-06 -1.5973371026640442e-06 -7.97475480276316e-07 -5.8259370697905317e-07 -2.7958192964661071e-06 7.4956510747352492e-07 9.7122161226555664e-07 -9.0527760302653141e-07
leaf_weight=20 20 20 21 21 20 21 32 43 20 28 2279 35 23 22 108 36 21 25 45 20 27 28 20 21 21 27 20 26 30 21
leaf_count=20 20 20 21 21 20 21 32 43 20 28 2279 35 23 22 108 36 21 25 45 20 27 28 20 21 21 27 20 26 30 21
internal_value=0 -3.30045e-09 -3.64443e-12 5.87651e-07 -7.92925e-09 -2.61718e-09 -7.15535e-09 -2.36533e-09 -8.31641e-09 -2.51444e-09 -7.75604e-09 -3.3001e-07 -5.5674e-10 -9.65232e-08 -1.27186e-07 -2.11202e-07 -1.32494e-07 -2.0713e-07 -3.54302e-07 1.73941e-08 -3.45357e-07 8.50009e-08 5.57914e-07 -6.23781e-07 -8.90859e-07 -4.02506e-07 -1.77228e-06 7.09182e-08 3.27334e-07 -9.25923e-08
internal_weight=0 3101 3081 41 3040 3019 2998 2978 2935 2903 2883 63 2820 541 519 411 375 352 276 116 96 69 48 160 115 74 41 53 76 46
internal_count=3121 3101 3081 41 3040 3019 2998 2978 2935 2903 2883 63 2820 541 519 411 375 352 276 116 96 69 48 160 115 74 41 53 76 46
is_linear=0
shrinkage=0.1


Tree=8385
num_leaves=31
num_cat=0
split_feature=156 472 1429 1429 154 475 1 4 474 1419 50 50 45 11 9 3 9 51 160 150 3 147 448 150 0 480 132 1203 394 2
split_gain=5.12433e-10 7.77076e-10 7.42122e-10 8.93039e-10 9.13129e-10 9.85298e-10 4.257e-09 3.82776e-09 2.47856e-09 1.05557e-09 8.39294e-10 1.04813e-09 9.8315e-10 3.03327e-09 1.57562e-09 7.42078e-09 1.61587e-09 6.77999e-10 2.25665e-09 1.90868e-09 5.40093e-09 2.76027e-09 1.24764e-09 1.22367e-09 9.63663e-10 7.725e-10 8.00367e-10 1.34255e-08 8.31431e-09 1.42156e-09
threshold=0.3248100000000001 -0.086459999999999981 0.12387000000000002 0.11475 0.085530000000000009 0.016915000000000003 0.099195000000000019 0.00063500000000000004 0.11134000000000001 0.088135000000000005 0.14318000000000003 0.13522500000000001 0.094030000000000016 -0.011194999999999998 0.091600000000000015 -0.014944999999999998 0.085555000000000006 0.123935 0.032695000000000009 0.12765500000000005 -0.079379999999999992 0.097985000000000017 1.0000000180025095e-35 0.11989500000000002 -0.24955499999999997 0.11471500000000003 -0.083284999999999984 0.089480000000000018 0.12358500000000001 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 7 -7 9 10 11 12 13 -3 16 -16 17 19 -19 21 -21 22 23 24 -15 26 27 29 -28 -26
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 14 15 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=4.7201440858251388e-07 -4.702708931448718e-07 1.1009245225750419e-06 -5.8057190906104308e-07 6.6834509766522392e-07 6.713709171890514e-07 -1.8877491299917893e-07 5.5779485670370836e-07 -1.9490779414982608e-06 1.0605045102610432e-06 -6.0523002189413475e-07 -5.5377697620955321e-07 5.2124559324977624e-07 -6.8241979263239917e-07 6.8078922075593643e-07 4.6933120180190075e-07 -1.9013697903633528e-06 8.3973802381241625e-07 1.2889618381870187e-08 -1.179490818902282e-06 -4.0544904064435372e-07 1.8651086855925313e-06 -1.0712616038688338e-06 7.3940643984394194e-07 -7.2652636568502369e-07 -8.4245947443212745e-07 5.4268437757251866e-07 -3.9696199891668802e-09 2.6436189014589219e-06 -2.052056216825804e-06 1.6886340139175351e-08
leaf_weight=35 23 25 22 20 20 30 32 21 22 29 27 39 21 21 31 23 23 65 21 22 20 24 23 23 22 26 2217 20 20 154
leaf_count=35 23 25 22 20 20 30 32 21 22 29 27 39 21 21 31 23 23 65 21 22 20 24 23 23 22 26 2217 20 20 154
internal_value=0 3.49193e-09 -1.86174e-09 2.32492e-09 -2.08435e-09 -6.57256e-09 -3.46319e-07 -9.13606e-07 3.09123e-09 -4.94161e-09 1.13037e-09 6.4059e-09 -7.62524e-10 4.38669e-09 -5.56375e-09 -5.40412e-07 5.12925e-09 -2.03878e-09 -2.78273e-07 7.1264e-09 6.75769e-07 -3.88654e-09 6.25479e-09 -4.82119e-10 6.25136e-09 4.90764e-10 -5.30333e-09 1.88463e-07 -2.22806e-08 -9.05319e-08
internal_weight=0 3098 3063 3041 3021 3001 83 51 2918 2896 2867 2840 2801 2780 2755 54 2701 2678 86 2592 42 2550 2526 2503 2480 2459 2433 196 2237 176
internal_count=3121 3098 3063 3041 3021 3001 83 51 2918 2896 2867 2840 2801 2780 2755 54 2701 2678 86 2592 42 2550 2526 2503 2480 2459 2433 196 2237 176
is_linear=0
shrinkage=0.1


Tree=8386
num_leaves=31
num_cat=0
split_feature=11 45 46 1429 156 1425 1426 2 2 480 2 1429 4 16 160 4 2 2 51 0 151 15 1374 0 0 2 457 41 33 457
split_gain=6.91432e-10 6.2593e-10 2.61249e-09 1.2461e-09 1.51678e-09 7.01686e-10 7.68086e-10 6.38366e-10 1.15398e-08 7.02536e-09 5.46785e-09 2.00459e-09 2.42128e-09 7.8134e-09 4.08787e-09 3.83245e-09 2.98954e-09 2.21847e-09 3.42057e-09 1.71883e-09 1.66243e-09 3.54148e-09 2.10171e-09 2.26595e-09 4.85119e-09 2.69289e-09 1.79886e-09 1.64352e-09 1.8943e-09 1.88949e-09
threshold=-0.072629999999999986 0.084355000000000013 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 0.093175000000000022 0.092755000000000018 0.11144000000000001 0.093680000000000013 -0.026244999999999997 -0.076779999999999987 -0.07550999999999998 -0.084454999999999988 -0.07168999999999999 0.097070000000000004 0.10467500000000002 0.024995000000000003 0.12500000000000003 0.056735000000000001 -0.026084999999999994 -0.096434999999999979 -0.14832499999999996 -0.14116499999999996 0.089525000000000007 0.088350000000000026 0.08690500000000001 -0.0066799999999999993 0.084685000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 9 20 -9 -12 13 -13 -15 -14 -16 -18 19 -19 22 -22 -5 25 -25 -24 27 28 -26 -30
right_child=1 2 -4 4 -6 -7 -8 10 -10 -11 11 12 15 14 16 -17 17 18 -20 -21 21 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=-5.7187713791574336e-07 -7.8851206740893077e-07 1.2350872695066074e-06 -2.6133392047203839e-07 -8.4978873116727174e-07 8.7140230604632056e-07 -5.4089287265431565e-07 6.1962054218156484e-07 -1.3946279057108769e-06 2.4222220451974867e-06 -1.8113998591962583e-06 -8.4530964880380868e-07 1.8344298735365587e-06 -1.3756362984002573e-06 1.1555672859618358e-06 -1.0908397647544288e-06 -3.8212121023924995e-08 7.6313817700679473e-07 8.794533568691674e-07 -1.3506277593933192e-06 -3.8537117771656171e-07 1.3482589206001524e-06 -1.2766620590957394e-07 1.6880949617912067e-07 -1.4157232603414135e-06 8.5908626447560116e-07 1.3398681887708706e-06 -6.7285493007664233e-07 -8.6833122111329434e-07 1.3838884866542682e-08 8.2871351506143806e-07
leaf_weight=21 20 20 28 28 20 24 20 30 20 21 29 29 22 27 29 821 31 21 20 22 29 37 72 24 28 27 37 20 1515 29
leaf_count=21 20 20 28 28 20 24 20 30 20 21 29 29 22 27 29 821 31 21 20 22 29 37 72 24 28 27 37 20 1515 29
internal_value=0 3.86925e-09 3.62175e-07 -1.76596e-09 3.42365e-09 -2.33982e-09 1.98591e-09 -2.17605e-09 3.29258e-08 7.33075e-09 -6.345e-08 -2.54525e-08 -2.18849e-09 3.31841e-07 4.13403e-08 -7.31152e-08 -2.03246e-07 7.0586e-08 -2.70194e-07 2.32334e-07 2.80205e-08 5.20846e-07 9.74722e-09 2.34841e-08 -4.34761e-09 4.88189e-07 1.64461e-08 3.24663e-08 4.39269e-08 2.91442e-08
internal_weight=0 3100 48 3052 3032 3012 2988 2968 1887 1867 1081 1051 1022 179 150 843 123 94 63 43 1846 66 1780 1752 1653 99 1629 1592 1572 1544
internal_count=3121 3100 48 3052 3032 3012 2988 2968 1887 1867 1081 1051 1022 179 150 843 123 94 63 43 1846 66 1780 1752 1653 99 1629 1592 1572 1544
is_linear=0
shrinkage=0.1


Tree=8387
num_leaves=31
num_cat=0
split_feature=132 1185 1203 11 142 147 147 156 474 13 4 13 1 0 4 39 9 2 49 42 42 1213 42 42 0 52 159 15 0 4
split_gain=5.66203e-10 2.85286e-09 1.80067e-09 5.67634e-10 5.77139e-10 7.06743e-10 9.90983e-10 5.844e-10 9.32936e-10 5.45864e-10 1.39907e-09 3.01964e-09 2.63132e-09 1.23708e-09 1.76636e-09 1.11443e-09 4.2181e-09 3.25324e-09 9.90589e-10 9.00558e-10 5.39258e-09 1.50892e-08 3.79978e-09 3.69665e-09 4.32001e-09 2.1413e-09 2.50471e-09 3.48043e-09 4.18862e-09 3.13345e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.072629999999999986 -0.057499999999999989 0.099730000000000027 0.093875000000000014 0.3248100000000001 0.11381000000000001 -0.13710499999999998 -0.019614999999999997 -0.28558999999999996 0.10684 0.16094000000000003 -0.51843499999999987 -1.0000000180025095e-35 0.092235000000000011 -0.080614999999999978 -0.080859999999999987 0.087505000000000013 0.086950000000000013 -0.020279999999999996 0.086665000000000006 0.087665000000000007 -0.11173999999999999 0.5140450000000002 -0.10909999999999999 0.12044500000000001 -0.050064999999999991 -0.049534999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 7 8 9 10 11 12 -6 14 -11 -16 17 -17 -12 20 22 -22 -19 -21 -25 26 29 -28 -29 -26
right_child=1 3 -4 4 5 -7 -8 -9 -10 13 18 -13 -14 -15 15 16 -18 19 -20 23 21 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-4.5716316226329545e-08 1.1731096200102394e-06 -5.1468946468600873e-07 -9.0356985578767175e-07 -5.1518666527358843e-07 8.9528865181875967e-07 4.5124713435503354e-07 -6.091675441684157e-07 -4.9088622715672783e-07 5.6989255199368931e-07 -6.8112135455717434e-07 6.6871071128714125e-07 -1.2080443473843678e-06 -7.2684486951857262e-07 5.967592322712016e-07 7.0258409999487035e-07 1.0178717480247349e-06 -1.2250850344512569e-06 5.2919843916543104e-08 -6.8507712270864932e-08 -1.4044778794186642e-06 3.2272127332078074e-06 -2.3437893943042477e-07 -1.1240746780621131e-06 -1.0727571383253427e-06 -1.3614678061912856e-06 7.6106901458941237e-07 -1.8302363184650354e-08 1.9205259553429987e-06 -1.3339546948524609e-08 -2.0804202303901175e-09
leaf_weight=194 21 21 28 21 20 36 26 23 30 36 21 33 20 37 24 33 27 1345 138 20 20 34 28 38 30 37 696 21 24 39
leaf_count=194 21 21 28 21 20 36 26 23 30 36 21 33 20 37 24 33 27 1345 138 20 20 34 28 38 30 37 696 21 24 39
internal_value=0 1.17897e-08 -1.53914e-07 3.31584e-09 7.12337e-09 1.0991e-08 5.33054e-09 1.10901e-08 1.52869e-08 9.17216e-09 -1.37533e-07 -4.99953e-07 8.42219e-08 2.28466e-08 1.41864e-08 2.4547e-08 1.77439e-08 3.19327e-08 2.88608e-08 1.79807e-08 6.74691e-08 1.04769e-06 2.8917e-08 -6.00525e-08 -2.967e-08 1.71273e-08 -1.68552e-08 3.68049e-08 8.89131e-07 -5.93118e-07
internal_weight=0 2899 222 2878 2857 2836 2800 2774 2751 2721 232 73 40 2489 2452 2416 2392 2365 159 2332 1427 54 1373 905 885 847 810 741 45 69
internal_count=3121 2899 222 2878 2857 2836 2800 2774 2751 2721 232 73 40 2489 2452 2416 2392 2365 159 2332 1427 54 1373 905 885 847 810 741 45 69
is_linear=0
shrinkage=0.1


Tree=8388
num_leaves=31
num_cat=0
split_feature=33 47 47 47 0 47 3 1456 16 484 483 47 52 43 1 1211 50 4 132 50 394 52 0 13 131 131 480 481 130 133
split_gain=5.50373e-10 8.73926e-10 7.7669e-09 4.78995e-09 7.25809e-10 7.79447e-10 9.83593e-10 2.3135e-09 1.73419e-09 1.42635e-09 2.33255e-09 1.33008e-09 1.87386e-09 1.51721e-09 6.70123e-10 6.31103e-10 3.5679e-09 8.34492e-10 8.18484e-10 3.35958e-09 1.19026e-09 1.05513e-09 8.71573e-10 8.48287e-10 6.7839e-10 7.42517e-09 3.72084e-09 8.8148e-09 2.07887e-09 3.85576e-09
threshold=-0.009184999999999997 0.094160000000000008 0.096475000000000019 0.090100000000000013 -0.026509999999999995 0.13975500000000002 0.099930000000000005 -0.078314999999999982 -0.078844999999999985 -0.077099999999999988 0.087440000000000004 0.10843500000000002 -0.0027449999999999996 -0.036954999999999995 0.11588000000000001 0.11048500000000001 0.096900000000000014 -0.07533999999999999 -0.083284999999999984 0.09227500000000001 0.11233000000000001 0.10347000000000002 -0.082084999999999977 -0.0018299999999999998 0.091360000000000011 0.09031500000000002 0.11191000000000002 -0.00058999999999999992 0.08610000000000001 0.31382500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 15 5 6 7 -4 -8 10 -9 12 -11 14 -13 18 17 -17 19 21 24 22 23 -2 25 26 -20 -28 -26 -30
right_child=1 2 4 -5 -6 -7 8 9 -10 11 -12 13 -14 -15 -16 16 -18 -19 20 -21 -22 -23 -24 -25 28 -27 27 -29 29 -31
leaf_value=-4.1925706550354071e-07 1.2094803890411377e-08 2.0195847539417585e-06 -1.0925388289706461e-06 -1.1440705039862028e-06 -4.6433744476762174e-07 6.3625461438198778e-07 -6.8143542648613227e-08 1.3329108105608612e-06 1.1167063930662109e-06 -5.1616645151852942e-07 -1.5924485720378554e-07 -3.5095692877663311e-07 6.9108039981971262e-07 -1.0826490456462456e-06 3.6100346846978935e-07 -4.4065513585727396e-07 1.3624678972105773e-06 3.3474718822182461e-07 -1.6067760331549102e-08 -1.3998104737397843e-06 7.7679648658346423e-07 -7.4069790830577634e-07 3.9475854823068783e-07 -7.1340279816922703e-07 2.797083268704196e-07 -1.9337767207616705e-06 2.4419195187874723e-06 -5.2705417459719687e-07 -1.4872124530995735e-06 4.7639568123258869e-07
leaf_weight=31 83 21 20 37 27 23 30 20 21 20 22 39 36 22 20 35 22 23 2127 21 20 20 46 20 215 20 20 20 20 20
leaf_count=31 83 21 20 37 27 23 30 20 21 20 22 39 36 22 20 35 22 23 2127 21 20 20 46 20 215 20 20 20 20 20
internal_value=0 4.20577e-09 1.60401e-07 -1.39013e-08 3.02579e-08 7.91739e-08 2.79225e-08 -7.2492e-08 4.19736e-07 4.14797e-08 5.51305e-07 -1.14817e-07 2.59921e-07 -3.73895e-07 -1.09614e-07 1.40476e-09 2.78132e-07 -1.33168e-07 -6.94296e-09 -2.06922e-07 8.49006e-09 -5.86938e-08 3.28504e-08 -1.28779e-07 2.19763e-09 -1.57999e-08 1.90179e-09 9.57433e-07 1.56553e-07 -5.05408e-07
internal_weight=0 3090 321 2769 300 273 250 199 51 179 42 137 56 81 59 2732 80 58 2652 190 2462 169 149 103 2442 2187 2167 40 255 40
internal_count=3121 3090 321 2769 300 273 250 199 51 179 42 137 56 81 59 2732 80 58 2652 190 2462 169 149 103 2442 2187 2167 40 255 40
is_linear=0
shrinkage=0.1


Tree=8389
num_leaves=31
num_cat=0
split_feature=1208 1208 1209 1209 1209 0 15 15 15 1210 131 16 1447 160 160 1213 401 4 42 0 16 1210 133 2 12 1211 15 4 2 480
split_gain=4.56097e-10 7.61407e-10 5.05824e-10 7.11788e-10 8.14942e-10 3.6287e-09 5.94175e-10 4.03207e-09 2.05254e-09 2.28772e-09 1.90895e-09 7.47198e-09 5.65261e-09 2.73082e-09 3.45834e-09 1.62104e-09 2.35137e-09 2.00215e-09 4.01237e-09 2.75858e-09 3.38446e-09 1.47794e-09 2.63472e-09 1.4056e-09 1.96646e-09 1.20386e-09 1.82729e-09 4.47836e-09 3.66645e-09 1.11177e-09
threshold=0.12461500000000002 0.10737500000000001 -0.097919999999999993 -0.087714999999999987 -0.065739999999999979 -0.086234999999999992 0.094425000000000023 0.095575000000000007 0.093115000000000017 -0.13847499999999999 0.09055500000000001 0.051380000000000002 1.0000000180025095e-35 -0.53327999999999987 -0.11922499999999998 0.0036000000000000003 -0.06959499999999999 -0.072334999999999997 0.10024000000000001 -0.082284999999999983 0.023255000000000001 -0.081369999999999984 -0.007154999999999999 0.096540000000000015 0.10061500000000002 0.11048500000000001 0.09116500000000001 -0.081609999999999988 0.089125000000000024 0.11303500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 8 -8 9 -6 12 -12 13 -9 -15 16 -16 19 23 -18 -21 22 -11 -19 -25 26 29 -28 -29 -23
right_child=-2 -3 3 4 6 -7 7 10 -10 21 11 -13 -14 14 15 -17 17 18 -20 20 -22 25 -24 24 -26 -27 27 28 -30 -31
leaf_value=-4.6868646974659268e-07 -4.7600872051134506e-07 5.4195451504313041e-07 5.1320557264278726e-07 6.1748481073209415e-07 8.3640592094536006e-07 -1.1461227074960335e-06 1.2759772035662667e-06 -9.7250307253314258e-07 -8.8030197363027417e-07 2.9995187901477042e-07 -1.9566699295735035e-06 6.2623807650652452e-07 1.7436583846119904e-06 1.2459558561772611e-06 9.0317829556719023e-07 -8.7546236727575898e-07 -5.8586350731907863e-07 5.2588106662428356e-07 -1.4521143067440789e-06 1.7520496180623013e-06 1.0346715684632231e-07 8.8942214143233449e-09 -1.214372589317834e-06 -8.7596793286852058e-07 3.4773520809494588e-07 5.7013254301333902e-07 -1.6949626115092543e-06 1.0426283474984645e-06 -8.4923610811096128e-07 -6.3644341202638718e-07
leaf_weight=23 20 26 27 20 32 28 28 26 27 20 21 24 20 24 29 20 23 31 25 20 33 2368 27 29 24 36 22 20 21 27
leaf_count=23 20 26 27 20 32 28 28 26 27 20 21 24 20 24 29 20 23 31 25 20 33 2368 27 29 24 36 22 20 21 27
internal_value=0 3.07286e-09 -1.48354e-09 2.03732e-09 -2.52517e-09 -4.11286e-07 4.06553e-09 1.21389e-07 -1.29463e-08 -3.84465e-09 2.87569e-08 -5.79119e-07 1.18739e-07 4.30761e-09 1.02746e-07 -1.45064e-08 6.59568e-08 -6.52834e-08 -3.39981e-07 3.28691e-07 7.25574e-07 -1.44263e-08 -5.69979e-07 -8.98943e-09 -3.21838e-07 -3.9568e-09 -1.23649e-08 -5.43977e-07 7.36246e-08 1.61902e-09
internal_weight=0 3101 3075 3052 3025 48 2977 377 2600 2573 349 45 304 284 258 234 214 185 109 76 53 2541 47 84 53 2494 2458 63 41 2395
internal_count=3121 3101 3075 3052 3025 48 2977 377 2600 2573 349 45 304 284 258 234 214 185 109 76 53 2541 47 84 53 2494 2458 63 41 2395
is_linear=0
shrinkage=0.1


Tree=8390
num_leaves=31
num_cat=0
split_feature=132 1186 393 1203 131 131 480 160 15 4 129 42 1213 480 402 13 133 133 133 1209 1209 483 42 12 130 484 49 1447 483 15
split_gain=4.91072e-10 1.24939e-08 8.08569e-09 1.18475e-09 5.69436e-10 3.87314e-09 3.04241e-09 8.84179e-09 1.84817e-09 2.58905e-09 2.39425e-09 1.79803e-09 1.57772e-09 1.04675e-09 8.62585e-10 2.32182e-09 1.61661e-09 9.40528e-10 9.37467e-10 1.42108e-09 8.55231e-10 8.66421e-10 3.50006e-09 2.7777e-09 1.61403e-09 1.26268e-09 1.72502e-09 9.27543e-10 1.04327e-09 9.49626e-10
threshold=-0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.085960000000000023 0.090690000000000007 0.090150000000000022 0.11191000000000002 -0.51146999999999987 0.09116500000000001 -0.067104999999999984 0.080675000000000011 -0.092459999999999987 -0.081109999999999988 0.10344000000000002 -0.45015499999999992 -0.06977499999999999 0.50628500000000021 0.41171500000000005 0.40431 -0.097919999999999993 -0.087714999999999987 0.098395000000000024 0.096610000000000015 0.23631000000000002 -0.22562499999999999 -0.053834999999999994 0.006170000000000001 0.056670000000000005 -0.47356499999999996 0.094425000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 13 -8 10 -10 11 -6 -13 14 15 -2 17 18 19 -16 -21 23 25 24 -22 -23 -27 28 -26 -30
right_child=2 -3 -4 -5 8 -7 7 -9 9 -11 -12 12 -14 -15 16 -17 -18 -19 -20 20 21 22 -24 -25 27 26 -28 -29 29 -31
leaf_value=-6.1318746820878303e-09 -1.1452578153535878e-06 2.4045960375670722e-06 -2.0146457355352254e-06 -6.9827073758688138e-07 9.5648065474091241e-07 -1.2520800157744817e-06 2.2936766443070246e-06 -6.0817748812085141e-07 -1.0812942446136731e-07 1.2596408642058387e-06 -8.9396634570868211e-07 -7.9704667785205995e-07 1.0927257524586923e-07 -6.5936056660120819e-07 -8.4754942093923085e-07 2.9170296768783873e-07 7.9910330805432746e-07 -5.8540661151645122e-07 6.7933082135596125e-07 5.9286745504039126e-07 8.6284952441842294e-07 -5.1469102924872253e-07 1.4638222150509252e-06 -1.193507034713548e-06 -7.1119145451077546e-07 7.9352482888962501e-07 -4.1368040569977894e-07 -5.4419127919076838e-07 -2.5490121841864118e-08 1.9829877207702646e-07
leaf_weight=168 23 22 20 29 23 25 21 21 25 31 26 21 225 25 20 22 25 28 20 24 21 31 20 20 21 29 20 33 1871 211
leaf_count=168 23 22 20 29 23 25 21 21 25 31 26 21 225 25 20 22 25 28 20 24 21 31 20 20 21 29 20 33 1871 211
internal_value=0 1.44389e-07 -1.09033e-08 -1.0802e-07 3.00194e-09 -1.35513e-08 -1.19566e-09 8.4275e-07 1.22364e-07 6.49029e-07 2.23874e-08 1.10957e-07 3.19039e-08 -1.55811e-08 -8.98229e-09 -4.42744e-07 -8.28877e-10 -9.27054e-09 -2.37955e-09 -8.25383e-09 -9.58782e-10 -7.21782e-09 2.80596e-07 -2.04385e-08 -9.56165e-09 -1.52101e-08 3.00788e-07 -1.81387e-08 -9.88397e-09 -2.81027e-09
internal_weight=0 219 2902 197 2882 2531 2506 42 351 56 295 269 246 2464 2439 45 2394 2369 2341 2321 2301 2277 100 2177 2157 80 49 2136 2103 2082
internal_count=3121 219 2902 197 2882 2531 2506 42 351 56 295 269 246 2464 2439 45 2394 2369 2341 2321 2301 2277 100 2177 2157 80 49 2136 2103 2082
is_linear=0
shrinkage=0.1


Tree=8391
num_leaves=31
num_cat=0
split_feature=130 12 1204 1186 133 132 393 394 0 394 390 128 403 128 128 16 50 33 47 47 47 133 133 43 0 43 42 133 1210 160
split_gain=5.03739e-10 1.31339e-09 4.90503e-10 6.27008e-10 3.32123e-09 1.74875e-09 1.94612e-08 1.36877e-08 9.68824e-10 7.67189e-10 2.03833e-09 8.16727e-10 3.71648e-09 1.00831e-09 8.47907e-10 7.06275e-10 6.34727e-10 6.21916e-10 8.52529e-10 5.10854e-09 4.52687e-09 1.0415e-09 2.38259e-09 1.25902e-09 4.86226e-09 1.46154e-09 3.66838e-09 4.10664e-09 1.8017e-09 1.20133e-09
threshold=-0.23647499999999996 0.23631000000000002 0.053645000000000005 0.057025000000000006 -0.025314999999999994 -0.083284999999999984 0.10389500000000002 0.10448000000000002 -0.087974999999999984 -0.11103499999999998 0.086130000000000012 0.10318000000000001 -0.065924999999999997 0.099125000000000005 0.09445000000000002 -0.071854999999999988 0.09227500000000001 -0.009184999999999997 0.094160000000000008 0.096850000000000006 0.089785000000000018 -0.22627999999999995 -0.16271999999999995 0.084740000000000024 -0.097274999999999986 0.055925000000000009 0.10502000000000002 -0.11828999999999999 0.20852500000000002 -0.0080249999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 8 6 16 9 -5 -7 11 13 -13 14 17 -14 -2 -11 20 -20 21 -19 -23 25 -25 28 27 -27 -24 -26
right_child=1 -3 -4 4 -6 7 -8 -9 -10 10 -12 12 15 -15 -16 -17 -18 18 19 -21 -22 22 23 24 29 26 -28 -29 -30 -31
leaf_value=-5.0025515790252945e-07 2.6158565690839238e-08 7.7313507605677771e-07 4.0010347305496904e-07 -1.6850634556074232e-07 -1.0911313331973816e-06 5.7633304777482414e-07 3.2454208709964402e-06 -2.6243652742596879e-06 6.1074975348076435e-07 -4.7380209317842467e-07 -1.0094716161290764e-06 1.4938054578550465e-06 1.9675365062236475e-07 -7.1256781552619941e-07 6.1837888913694114e-07 -5.5938568103946246e-07 -5.1278149912220144e-07 3.170568449543671e-07 1.560834045714425e-06 3.2085450550776117e-08 -1.2400295751765119e-06 -1.0778574806278943e-06 2.1456420127130814e-09 -1.704494727185929e-06 6.7113205551279305e-07 8.4093929615391981e-08 -2.9409796506267112e-07 2.1105781297592328e-06 -8.5217125555914211e-07 -2.5895771451947753e-07
leaf_weight=20 137 22 30 39 32 23 20 20 27 28 20 20 30 20 22 21 26 97 24 245 30 21 1963 21 21 20 36 20 25 41
leaf_count=20 137 22 30 39 32 23 20 20 27 28 20 20 30 20 22 21 26 97 24 245 30 21 1963 21 21 20 36 20 25 41
internal_value=0 3.22685e-09 -2.27428e-09 -6.23339e-09 -2.55079e-07 2.03053e-09 3.0142e-07 -1.77629e-08 1.5028e-07 1.208e-09 -3.64627e-09 3.79052e-09 3.38474e-07 -5.23093e-09 1.80985e-10 -1.14598e-07 -5.98073e-08 -5.06607e-09 5.27371e-11 1.68479e-07 -1.96888e-08 -3.52532e-09 -1.78687e-08 -7.50086e-09 -3.89372e-07 7.85539e-09 4.38236e-07 1.09734e-06 -8.59778e-09 5.60727e-08
internal_weight=0 3101 3079 3049 98 2951 183 2768 66 2748 2725 2705 71 2634 2614 51 163 2592 2564 269 2295 2265 2168 2147 83 2064 76 40 1988 62
internal_count=3121 3101 3079 3049 98 2951 183 2768 66 2748 2725 2705 71 2634 2614 51 163 2592 2564 269 2295 2265 2168 2147 83 2064 76 40 1988 62
is_linear=0
shrinkage=0.1


Tree=8392
num_leaves=31
num_cat=0
split_feature=132 1185 1203 483 12 483 52 12 482 52 483 4 480 160 12 12 0 0 3 3 4 403 42 3 3 52 0 157 4 13
split_gain=5.64435e-10 2.72433e-09 1.3149e-09 5.27518e-10 1.9702e-09 9.28914e-10 2.98216e-09 2.63136e-09 1.62295e-09 2.05195e-09 1.21129e-09 1.29975e-09 6.52407e-10 1.1538e-09 6.6532e-10 2.92399e-09 4.55035e-09 3.59534e-09 3.53234e-09 2.60248e-09 6.7432e-09 3.87175e-09 2.41116e-09 4.95039e-09 4.18328e-09 2.99218e-09 2.632e-09 1.87446e-09 3.49808e-09 1.92978e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.12325000000000001 0.094435000000000005 0.098395000000000024 0.12445000000000002 0.23631000000000002 0.098465000000000011 0.016565000000000003 0.096190000000000012 0.62931500000000018 0.11191000000000002 -0.55323499999999981 0.094435000000000005 0.096075000000000008 -0.067624999999999977 -0.076899999999999982 -0.080484999999999987 -0.07359499999999998 -0.07168999999999999 -0.43370499999999995 0.097640000000000018 -0.068334999999999993 -0.069009999999999974 0.10263500000000002 -0.050064999999999991 -0.04831499999999999 -0.35136499999999998 0.23074000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 7 8 10 9 -7 11 12 13 -3 -15 16 17 18 -16 21 -21 -17 23 -22 -24 26 -26 -23 -29 -30
right_child=1 3 -4 4 -6 6 -8 -9 -10 -11 -12 -13 -14 14 15 19 -18 -19 -20 20 22 27 24 -25 25 -27 -28 28 29 -31
leaf_value=-6.3120038308357042e-08 1.1466241040753154e-06 -5.8612452786485052e-07 -8.0772154610207915e-07 -9.9861812803124934e-07 2.608692772580694e-07 -2.3913445200410679e-07 1.1641805983721309e-06 -1.145102922635033e-06 -7.7446085743390761e-07 9.6138622159476971e-07 7.8151504752099758e-07 -7.3222249515521775e-07 4.4886628322935644e-07 3.5655533325632054e-08 2.0299727673034341e-07 1.3077548585118035e-06 -1.8266865521107559e-06 8.1396430474619014e-07 -1.6539454117307851e-06 -1.9341731881571502e-06 -1.4358292840795677e-06 -6.4605274392448568e-07 1.4820204447894207e-06 2.7730880668280628e-07 1.2033365885599779e-06 -1.0597738245430514e-06 -4.1900590730392651e-07 1.4350175322874748e-06 1.860711517866622e-07 -6.0505197193133187e-07
leaf_weight=195 21 33 27 23 27 35 29 20 21 24 20 24 33 2026 20 28 23 23 21 22 31 32 22 37 20 22 20 20 185 37
leaf_count=195 21 33 27 23 27 35 29 20 21 24 20 24 33 2026 20 28 23 23 21 22 31 32 22 37 20 22 20 20 185 37
internal_value=0 1.17652e-08 -1.5368e-07 3.48448e-09 -3.18495e-07 9.17719e-09 2.95423e-07 -2.29792e-09 -1.95014e-08 2.49213e-07 6.17044e-09 3.82126e-10 7.00454e-09 1.44335e-09 8.93263e-09 -8.72319e-08 -6.20293e-07 -1.86746e-07 -7.4812e-07 1.01974e-08 -2.97851e-07 1.87682e-07 -6.10148e-08 -5.03681e-07 2.97334e-07 -1.23039e-07 3.92165e-07 7.32223e-08 1.68333e-07 5.42173e-08
internal_weight=0 2899 222 2878 50 2828 109 2719 80 59 2699 2679 2655 2622 2589 563 87 64 41 476 174 302 152 68 84 62 40 274 242 222
internal_count=3121 2899 222 2878 50 2828 109 2719 80 59 2699 2679 2655 2622 2589 563 87 64 41 476 174 302 152 68 84 62 40 274 242 222
is_linear=0
shrinkage=0.1


Tree=8393
num_leaves=31
num_cat=0
split_feature=40 130 42 132 393 1203 2 0 128 4 1185 393 1185 130 130 1186 3 3 1 12 403 3 3 2 2 157 2 157 456 3
split_gain=5.32456e-10 1.59429e-09 8.35327e-10 5.25105e-10 2.28422e-09 1.57938e-09 6.60727e-10 8.23355e-10 5.5886e-10 2.4163e-09 2.19311e-09 8.20467e-10 5.43003e-10 1.26656e-09 3.08503e-09 9.06842e-10 7.48909e-10 3.34057e-09 5.6607e-09 3.08315e-09 2.0906e-09 1.98771e-09 2.62213e-09 8.28344e-09 2.23177e-09 6.91074e-09 6.16415e-09 3.37072e-09 3.36434e-09 2.42497e-09
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083449999999999983 0.12679500000000002 0.089480000000000018 0.084145000000000011 -0.086554999999999979 0.10773500000000001 -0.079329999999999984 0.092170000000000016 0.09389500000000002 0.085600000000000009 -0.004729999999999999 -0.0091299999999999975 0.084720000000000004 -0.082594999999999988 -0.083344999999999989 0.090965000000000004 0.088795000000000013 -0.5341999999999999 -0.083924999999999986 -0.084854999999999986 0.08734500000000002 0.087505000000000013 -0.086284999999999987 0.087815000000000018 -0.081579999999999986 0.087635000000000005 -0.085784999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 8 6 7 -3 10 -10 11 12 13 14 15 -5 17 21 19 -19 -18 22 24 -24 25 -15 -26 -27 -28 -29
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 -12 -13 -14 16 -16 -17 20 18 -20 -21 -22 -23 23 -25 26 27 28 29 -30 -31
leaf_value=5.1431835728976699e-07 -8.5156939310205759e-07 4.3147568717927244e-08 5.9040186736562345e-07 -2.8336452776949791e-07 1.0245417585834235e-06 -9.9885560388202078e-07 4.2340963012787239e-08 -7.6909587851157725e-07 9.8644463792295169e-07 -2.6800274246638498e-07 -1.0230962023645892e-06 5.1428313948661294e-07 3.826645248573692e-07 -1.8606829435750275e-06 -1.4295869635004369e-06 4.1390579169204176e-07 -7.9993105462758011e-07 5.9985577415488934e-07 -7.8990592442096399e-07 2.0335349224372595e-06 -1.8491451908575487e-08 -6.8908563533616533e-07 1.9359963942327291e-06 -4.5555503750923285e-07 1.6793829774996994e-06 1.1582631421853358e-06 1.2745237237333615e-07 -6.190586536388432e-08 -1.2034020542728287e-06 -1.0384335959250685e-06
leaf_weight=20 22 24 24 66 22 20 145 26 28 34 21 31 36 23 21 26 35 40 20 24 1568 38 28 30 25 21 378 277 20 28
leaf_count=20 22 24 24 66 22 20 145 26 28 34 21 31 36 23 21 26 35 40 20 24 1568 38 28 30 25 21 378 277 20 28
internal_value=0 -3.31549e-09 2.74543e-09 -1.87118e-09 9.53597e-09 -1.52552e-07 -6.57513e-08 -3.79219e-07 1.61187e-09 2.98522e-07 -5.06753e-09 2.74914e-09 -3.11534e-09 -8.32076e-09 -3.35945e-07 -8.63099e-08 6.1691e-09 7.64225e-08 6.78583e-07 1.13749e-06 -3.55535e-08 1.81489e-08 5.05284e-08 6.98987e-07 1.80995e-09 -1.85376e-07 1.56249e-07 -6.71796e-08 6.05753e-08 -1.51554e-07
internal_weight=0 3101 3079 3055 2840 215 195 50 2818 62 2756 2735 2704 2668 113 92 2555 952 84 64 1603 868 830 58 772 349 423 326 398 305
internal_count=3121 3101 3079 3055 2840 215 195 50 2818 62 2756 2735 2704 2668 113 92 2555 952 84 64 1603 868 830 58 772 349 423 326 398 305
is_linear=0
shrinkage=0.1


Tree=8394
num_leaves=31
num_cat=0
split_feature=1203 12 1203 394 48 49 48 150 15 1348 147 147 2 2 480 2 2 43 43 16 2 13 2 2 16 133 2 4 133 43
split_gain=4.8082e-10 1.69491e-09 6.52093e-10 5.8939e-10 4.62591e-10 8.54106e-10 7.69024e-10 1.11787e-09 4.36909e-09 1.03956e-09 9.12125e-10 9.24723e-10 7.25442e-10 7.16569e-09 6.34558e-09 5.05071e-09 2.04843e-09 4.59266e-09 3.86151e-09 3.23266e-09 1.92439e-09 6.12749e-09 1.91886e-09 9.63578e-09 5.17206e-09 2.17996e-09 2.51848e-09 3.91374e-09 2.028e-09 4.71226e-09
threshold=0.091650000000000009 0.090695000000000012 0.088730000000000017 0.12358500000000001 0.13400000000000004 0.15266500000000002 0.12737000000000001 0.12416000000000001 -0.042209999999999991 -0.047944999999999995 0.10361000000000002 0.091385000000000008 0.093320000000000014 0.092875000000000013 0.11144000000000001 0.093840000000000021 0.091055000000000011 -0.082144999999999982 -0.0090299999999999981 -0.093244999999999981 0.090425000000000019 -0.068269999999999983 0.095195000000000016 0.09580000000000001 -0.07550999999999998 0.51114000000000004 0.097220000000000015 -0.019614999999999997 0.089595000000000022 -0.095049999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 9 -9 -1 11 12 13 14 16 -14 20 -18 -19 -20 -11 -22 24 -24 -17 26 27 -25 -28 -30
right_child=1 -3 -4 -5 5 -7 -8 8 -10 10 -12 -13 15 -15 -16 22 17 18 19 -21 21 -23 23 25 -26 -27 28 -29 29 -31
leaf_value=-7.3475342048823228e-07 -2.6653442173341093e-07 7.3370042620189858e-07 -5.3630992451674151e-07 5.3923526536436835e-07 4.4331274489712258e-07 -3.1980266594899832e-07 -6.1466719852801147e-07 1.5827262418930505e-06 -2.0635037805195913e-07 1.473853872288652e-08 -6.6785749360016261e-07 4.9721420114994742e-07 -1.4853918979724768e-06 1.9070218331762591e-06 -1.7244441394160233e-06 1.6827196967152188e-06 -6.4519671203318772e-07 1.548600266687572e-06 1.2081282602594002e-06 -4.2255241931988778e-07 -1.9765591549969486e-06 2.547151086496058e-07 -2.2534027931442325e-06 1.3947420612455078e-06 -1.9923024666468336e-07 -9.535003748624149e-07 3.5130203126161275e-08 -2.6892231429743475e-07 -1.5147436129311623e-06 -1.2298642157426931e-07
leaf_weight=20 32 36 23 20 55 20 21 21 39 1590 21 36 25 20 21 23 30 38 20 31 20 32 20 31 40 25 605 26 29 151
leaf_count=20 32 36 23 20 55 20 21 21 39 1590 21 36 25 20 21 23 30 38 20 31 20 32 20 31 40 25 605 26 29 151
internal_value=0 2.63002e-07 -5.85469e-09 -1.82813e-09 -5.42324e-09 2.39815e-07 -1.169e-08 -7.34457e-09 4.19826e-07 -1.6325e-08 -1.1255e-08 -6.35321e-09 -1.28813e-08 2.47144e-08 3.58866e-09 -8.23659e-08 2.41955e-08 4.24826e-07 7.85508e-07 2.1693e-07 -4.83923e-09 -6.03467e-07 -4.54441e-08 -8.33205e-08 4.87831e-07 -3.32609e-08 -5.93791e-09 6.35878e-07 -5.25411e-08 -3.47214e-07
internal_weight=0 68 3053 3030 3010 75 2935 2914 60 2854 2834 2813 2777 1802 1782 975 1761 119 89 51 1642 52 950 887 63 867 842 57 785 180
internal_count=3121 68 3053 3030 3010 75 2935 2914 60 2854 2834 2813 2777 1802 1782 975 1761 119 89 51 1642 52 950 887 63 867 842 57 785 180
is_linear=0
shrinkage=0.1


Tree=8395
num_leaves=31
num_cat=0
split_feature=1204 1185 393 1176 393 13 130 130 0 52 402 1212 1203 398 130 1201 402 43 1210 42 0 4 43 394 128 448 1212 12 12 12
split_gain=4.71975e-10 5.58553e-10 7.13791e-10 4.71552e-10 4.81422e-10 6.99395e-10 5.31123e-09 2.2214e-09 1.96566e-09 6.96446e-10 6.92588e-10 1.25314e-09 6.26829e-10 5.99042e-10 9.13174e-10 6.44167e-10 6.73473e-10 2.17905e-09 1.30335e-09 7.48959e-10 3.68631e-09 3.87368e-09 4.32296e-09 3.42434e-09 2.49925e-09 1.06156e-09 9.75261e-10 1.13715e-09 3.86361e-09 3.09351e-09
threshold=0.053645000000000005 -0.10973499999999999 0.10856500000000001 0.087330000000000019 0.088255000000000014 0.24813000000000004 -0.23123999999999997 -0.089704999999999993 -0.059114999999999994 0.047850000000000011 0.31278000000000006 0.15049500000000002 -1.0000000180025095e-35 0.087820000000000023 0.096010000000000012 -0.080364999999999978 -0.45015499999999992 0.055925000000000009 0.24726500000000004 -0.095859999999999987 -0.067094999999999988 -0.0083799999999999986 -0.095049999999999982 -0.078674999999999981 0.085955000000000018 0.053555000000000005 0.12472500000000002 0.094580000000000011 0.094070000000000015 0.096075000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 -7 -6 11 12 -9 15 -15 -14 17 -17 19 20 21 23 -23 -18 -25 26 27 28 -21 -29
right_child=-2 2 -4 -5 9 8 7 10 -10 -11 -12 -13 13 14 -16 16 18 -19 -20 25 -22 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-5.3059007996125731e-07 3.9472619259110315e-07 1.6293126811461889e-06 4.4225766381423968e-07 4.7830888576072535e-07 -6.6631997444548894e-07 3.9395844549682991e-08 -9.4449375887961665e-07 5.6175069857999919e-07 -9.9074321829667262e-07 5.5430964115051523e-09 5.886850772185426e-07 -7.7146234854721806e-07 4.6650007476500835e-07 -8.4117208923185586e-07 9.1399465418362532e-08 -7.9830143646083745e-07 -6.7164099945053441e-07 3.4630549344942196e-07 7.2718955152595304e-07 5.4962831033000694e-09 1.413903528786746e-06 -1.7924286529099238e-06 2.3663604108172705e-07 1.6831548934861632e-07 1.3829156456424131e-06 -7.0336217380496571e-07 6.8984399661076166e-07 -7.5832978840245422e-07 1.1685658701653351e-06 -4.3248695667827415e-08
leaf_weight=20 30 20 36 20 27 59 25 20 27 36 20 21 30 21 21 39 23 29 25 1889 22 21 21 36 32 22 20 71 29 409
leaf_count=20 30 20 36 20 27 59 25 20 27 36 20 21 30 21 21 39 23 29 25 1889 22 21 21 36 32 22 20 71 29 409
internal_value=0 -3.83623e-09 -4.05729e-10 -5.65643e-09 -8.86681e-09 -3.02925e-09 5.40243e-09 -6.00945e-09 -2.8402e-07 -2.82398e-07 2.30749e-09 -1.87942e-09 3.93398e-09 -1.08175e-10 -3.74886e-07 5.6831e-09 5.40052e-10 -3.1016e-07 8.60403e-09 1.68124e-09 2.14833e-07 1.64908e-08 -7.77896e-07 3.83131e-07 7.39892e-07 -1.18592e-08 -5.56756e-09 -1.13675e-08 2.30818e-08 -1.49021e-07
internal_weight=0 3091 3071 3035 3015 2952 2866 2846 86 63 2821 2801 2780 2760 42 2718 2688 68 2620 2595 155 133 42 91 68 2440 2418 2398 1918 480
internal_count=3121 3091 3071 3035 3015 2952 2866 2846 86 63 2821 2801 2780 2760 42 2718 2688 68 2620 2595 155 133 42 91 68 2440 2418 2398 1918 480
is_linear=0
shrinkage=0.1


Tree=8396
num_leaves=31
num_cat=0
split_feature=130 10 40 10 16 34 11 16 16 42 1210 132 399 1204 2 151 52 457 13 1213 1213 402 403 403 0 2 43 400 16 13
split_gain=5.39279e-10 1.28923e-09 1.7088e-09 1.14249e-09 1.1097e-08 1.27227e-08 7.06596e-10 4.79034e-10 1.66746e-09 9.14313e-09 1.89385e-09 1.60896e-09 1.35545e-08 1.09585e-08 2.55595e-09 1.60594e-09 1.93947e-09 1.85504e-09 1.83745e-09 1.77275e-09 1.42348e-08 7.76376e-09 5.06582e-09 7.91112e-09 1.73231e-09 2.82941e-09 1.57199e-09 1.56442e-09 1.17237e-09 1.99694e-09
threshold=-0.23647499999999996 -0.38124499999999995 -0.077714999999999992 -0.011559999999999999 -0.056919999999999991 -0.078549999999999995 -1.0000000180025095e-35 -0.083134999999999987 -0.082179999999999989 -0.088249999999999981 -0.14310999999999999 -0.083284999999999984 0.091580000000000009 -0.082199999999999981 0.085955000000000018 0.057610000000000008 -0.080979999999999983 0.10613500000000002 -0.087324999999999986 -0.084619999999999987 -0.088064999999999991 0.10913500000000002 -0.0047449999999999992 0.064330000000000012 -0.23001499999999997 0.10644500000000001 0.0016850000000000001 -0.064794999999999978 -0.36241499999999999 -0.15416999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -5 15 9 -9 -10 12 14 -13 -12 16 -8 19 -17 20 22 24 -18 -24 25 -21 -25 -15 -26 -30
right_child=1 3 -4 6 -6 -7 7 8 10 -11 11 13 -14 27 -16 18 17 -19 -20 21 -22 -23 23 26 28 -27 -28 -29 29 -31
leaf_value=-5.1760076587470398e-07 1.221903278718628e-06 1.2114423475395598e-07 -6.965179160206823e-08 5.8358128366567799e-07 1.1001594436758449e-06 -3.2627004101470904e-06 7.170399913668328e-07 -7.0105566264781307e-07 -7.2322226383856589e-07 2.1561293481551859e-06 -9.7112384016403067e-07 -2.0714269489872094e-06 2.3894399146885146e-06 6.4014935070471923e-07 2.0551241767622722e-07 1.5660869905786968e-07 8.4972952558445914e-07 8.3520073985710046e-07 -1.0652467974381352e-06 -1.5297351313035635e-06 2.7216230699877997e-06 -2.0271664419895043e-06 -2.283990844868337e-06 -5.1650479347488592e-07 1.3566204297300068e-07 3.0897350947830445e-08 5.6332852190840079e-07 2.229930592441905e-08 -1.0212948770534544e-06 -8.490066582522516e-08
leaf_weight=20 20 25 21 21 30 20 34 24 34 21 30 25 26 42 48 20 33 23 32 21 20 21 21 28 249 26 26 1690 24 446
leaf_count=20 20 25 21 21 30 20 34 24 34 21 30 25 26 42 48 20 33 23 32 21 20 21 21 28 249 26 26 1690 24 446
internal_value=0 3.33937e-09 5.60375e-07 -4.12418e-09 -3.89608e-07 -1.38279e-06 5.56135e-09 1.46607e-09 3.06735e-08 6.32297e-07 1.63869e-08 2.98994e-08 4.1208e-07 7.27742e-09 -2.4704e-07 -5.38683e-08 -2.49027e-08 -5.17961e-08 -5.95302e-07 -7.40922e-08 2.71048e-07 -1.30227e-07 -1.82762e-07 -6.37059e-07 -7.8222e-08 -6.66407e-07 3.41495e-09 3.72818e-08 -3.97732e-08 -1.32717e-07
internal_weight=0 3101 41 3060 75 45 2985 2964 1940 45 1895 1861 104 1757 78 1024 972 938 52 915 128 787 108 75 766 47 54 1732 719 470
internal_count=3121 3101 41 3060 75 45 2985 2964 1940 45 1895 1861 104 1757 78 1024 972 938 52 915 128 787 108 75 766 47 54 1732 719 470
is_linear=0
shrinkage=0.1


Tree=8397
num_leaves=31
num_cat=0
split_feature=132 399 1203 131 131 1447 4 160 1456 15 128 1212 1213 2 13 12 481 133 403 12 403 1210 403 1446 480 13 1456 1447 1446 481
split_gain=4.88086e-10 2.20004e-09 1.25903e-09 5.64747e-10 2.90628e-09 2.78901e-09 6.46621e-09 1.81602e-09 1.51248e-09 1.2798e-09 1.28671e-09 1.69785e-09 1.79089e-09 1.3483e-09 1.42796e-09 2.96751e-09 1.20023e-09 5.92364e-09 2.89855e-09 1.13513e-09 1.05695e-09 1.68796e-09 1.82089e-09 8.9441e-10 1.39896e-09 1.8717e-09 1.37935e-09 1.09083e-09 5.82937e-09 2.05538e-09
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.090690000000000007 0.090150000000000022 0.059120000000000013 -0.0078799999999999981 -0.42113499999999993 -0.065759999999999985 0.093575000000000019 0.088865000000000013 0.087505000000000013 -0.012019999999999998 0.13247500000000004 -0.085584999999999981 0.085495000000000015 -0.087424999999999989 0.086910000000000015 -0.55327499999999985 0.096075000000000008 -0.54856499999999986 -0.13847499999999999 -0.53255499999999989 -0.088809999999999986 0.10252000000000001 -0.051094999999999995 0.11253500000000001 -0.086424999999999988 0.085345000000000018 -0.081614999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 16 -7 -5 -9 10 11 12 -10 14 -14 -16 17 -2 -18 -17 -20 -22 -23 -24 26 -26 27 28 -25 -29
right_child=1 -3 -4 7 -6 6 -8 8 9 -11 -12 -13 13 -15 15 19 18 -19 20 -21 21 22 23 24 25 -27 -28 29 -30 -31
leaf_value=-6.7909286546024789e-08 1.5513706988201647e-07 7.6667811426707565e-07 -9.008252752096269e-07 1.0213813482096156e-06 -1.0886212310197152e-06 2.0946980191638434e-06 -4.4817655307838329e-07 8.2657838618160895e-07 8.3105304007347067e-07 -6.8345019781190784e-07 7.3332076821176224e-07 -7.7091132591424237e-07 5.1325352308546307e-07 5.6124019403631053e-07 -1.3647765291309389e-06 1.5597963583203231e-07 1.1106240564280913e-06 -1.8811703967003269e-06 -6.7767682973377914e-07 -4.9180700871364115e-07 6.6879466863333118e-07 -8.7007626734703091e-07 -6.7774692993793914e-07 6.8597126167717416e-07 1.0992206477147614e-06 -1.8753126333592719e-07 -6.2285767343554824e-07 7.130315946923815e-07 -1.6433205491818047e-06 -1.0632017266757617e-08
leaf_weight=196 50 38 20 21 25 20 20 24 28 25 26 26 28 33 21 76 23 20 24 42 36 25 20 21 26 20 37 40 22 2088
leaf_count=196 50 38 20 21 25 20 20 24 28 25 26 26 28 33 21 76 23 20 24 42 36 25 20 21 26 20 37 40 22 2088
internal_value=0 1.07788e-08 -1.45031e-07 7.59885e-10 -1.57904e-08 -5.02766e-09 8.23261e-07 1.1978e-07 6.22311e-08 2.08574e-09 6.32943e-08 -5.29108e-09 8.20165e-08 -2.28486e-08 -1.38267e-07 -2.69509e-07 -1.85397e-08 -4.26665e-07 -6.54609e-09 -7.45885e-08 -1.74384e-08 -1.06522e-08 -2.12917e-08 -1.19602e-08 -6.05265e-09 5.39763e-07 -1.74238e-08 -7.1055e-09 -5.05759e-07 2.97068e-09
internal_weight=0 2905 216 2867 2517 2492 40 350 329 305 280 254 228 200 167 139 2452 70 2382 118 2359 2335 2299 2274 2254 46 2208 2171 43 2128
internal_count=3121 2905 216 2867 2517 2492 40 350 329 305 280 254 228 200 167 139 2452 70 2382 118 2359 2335 2299 2274 2254 46 2208 2171 43 2128
is_linear=0
shrinkage=0.1


Tree=8398
num_leaves=31
num_cat=0
split_feature=1447 13 480 480 160 481 1446 481 1447 1456 1447 480 1456 131 131 16 1447 4 42 42 130 130 42 4 1204 1455 483 3 482 3
split_gain=5.49457e-10 6.16179e-10 5.60644e-10 6.21283e-10 9.08926e-10 4.35406e-09 2.19796e-09 1.15677e-09 9.07356e-10 6.0204e-09 4.20084e-09 8.57776e-10 1.42919e-09 5.48241e-10 3.14797e-09 3.93479e-09 2.20791e-09 1.95994e-09 2.36909e-09 1.48742e-09 1.41202e-09 4.02062e-09 2.35527e-09 1.1309e-09 1.31105e-09 1.0761e-09 1.11712e-09 2.84587e-09 2.53865e-09 4.3281e-09
threshold=-0.10333499999999998 -0.08645499999999999 0.11747 0.11191000000000002 -0.53908999999999996 -0.085749999999999979 0.087455000000000019 -0.15036499999999997 -0.086279999999999982 0.085665000000000005 -0.085644999999999985 0.10272000000000002 0.11253500000000001 0.089485000000000023 0.091440000000000007 -0.014754999999999999 0.050705000000000007 0.51388000000000011 0.096235000000000015 0.093775000000000011 0.08610000000000001 0.091285000000000019 -0.091729999999999992 -0.079329999999999984 -0.016569999999999994 0.10994000000000001 0.098395000000000024 -0.076969999999999997 0.089745000000000005 -0.082234999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7 -6 9 -9 -10 12 13 16 15 -15 25 18 19 20 22 -22 -16 24 -24 26 28 -28 -12 -30
right_child=2 -3 -4 -5 7 6 -8 8 10 -11 11 -13 -14 14 17 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=7.6081336430888769e-07 -1.6091727987088687e-06 9.2613020067725922e-09 -4.8645561948982663e-07 5.2826034210408004e-07 7.4295188813353208e-07 9.1638799277337145e-07 -4.1751726305013415e-07 4.8595612106106679e-07 1.414846907788983e-06 -1.6770536691720654e-06 1.3746089878517263e-09 6.3208412127226312e-07 -6.3546082774084634e-07 1.9384433579716641e-06 1.0622416691210044e-06 1.0195927820128808e-07 -1.0653175061747789e-06 -8.5037353301231635e-07 7.6850781981972568e-07 -7.0270567105031512e-07 -1.5331787441752456e-06 2.1849649062675637e-07 6.5899248589818766e-08 2.164110943365847e-07 -9.8653144050331324e-07 -5.9562574190955102e-07 -1.2100055520951425e-07 1.1133124481894415e-06 2.3081716007153674e-07 -1.5285712373528881e-06
leaf_weight=20 20 24 24 22 21 21 30 31 21 22 2238 21 36 20 26 28 20 25 42 30 20 38 29 107 20 31 47 31 27 29
leaf_count=20 20 24 24 22 21 21 30 31 21 22 2238 21 36 20 26 28 20 25 42 30 20 38 29 107 20 31 47 31 27 29
internal_value=0 3.50876e-07 -5.02057e-09 -1.23595e-09 -5.07921e-09 -3.5866e-07 1.31738e-07 3.40194e-09 -1.88235e-09 -4.11897e-07 5.64737e-09 -4.68184e-09 -9.3837e-09 -1.35707e-09 1.09492e-07 8.67161e-07 -1.89704e-08 1.57517e-09 6.98403e-08 -3.88413e-08 4.41417e-08 -3.85529e-07 1.8107e-07 3.42079e-08 -3.63664e-07 -1.02617e-08 -2.6115e-09 3.6956e-07 -1.5266e-08 -6.80295e-07
internal_weight=0 44 3077 3053 3031 71 51 2960 2939 53 2886 2865 2844 2808 385 48 2423 337 312 270 240 58 182 156 49 2403 2372 78 2294 56
internal_count=3121 44 3077 3053 3031 71 51 2960 2939 53 2886 2865 2844 2808 385 48 2423 337 312 270 240 58 182 156 49 2403 2372 78 2294 56
is_linear=0
shrinkage=0.1


Tree=8399
num_leaves=31
num_cat=0
split_feature=46 1429 156 52 12 471 474 474 49 160 0 474 3 16 15 1429 132 1203 1185 50 2 2 160 16 48 147 4 4 2 3
split_gain=4.80481e-10 5.61846e-10 1.36887e-09 5.56891e-10 2.08468e-09 1.51617e-09 7.66015e-10 1.16319e-09 3.69787e-09 5.12254e-09 4.63957e-09 1.73665e-09 1.4e-09 3.41336e-09 2.14424e-09 1.88262e-09 6.23819e-10 1.48362e-08 8.2573e-09 1.67208e-09 7.03861e-10 4.39088e-09 3.67143e-09 3.00297e-09 1.4976e-09 2.69294e-09 1.29703e-09 3.10287e-09 6.27328e-09 7.83927e-09
threshold=0.096120000000000011 -0.23752499999999996 0.32523500000000005 -0.56741999999999992 0.083985000000000018 0.10338500000000002 0.11568500000000002 0.087745000000000017 0.08610000000000001 -0.089549999999999991 0.024095000000000002 0.085860000000000006 -0.082594999999999988 0.051380000000000002 -0.09095499999999998 0.079510000000000011 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.08461500000000001 0.10803500000000001 0.10981000000000002 0.11205000000000002 0.62925500000000012 -0.074214999999999989 1.0000000180025095e-35 -0.011559999999999999 -0.0086549999999999978 0.087545000000000026 -0.082334999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 11 9 -9 12 16 13 -11 -14 -16 17 19 -18 -5 23 -22 24 26 -23 -26 -20 28 -28 -30
right_child=-2 2 -4 5 -6 -7 -8 8 -10 10 -12 -13 14 -15 15 -17 18 -19 20 -21 21 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-5.3247917747967226e-07 3.6843122448512342e-07 -2.8935034788446505e-07 8.2387249733528733e-07 -4.1281831133197935e-09 1.045361180858477e-06 -8.2029287410557079e-07 -5.6791897726782283e-07 -1.2954467024428597e-06 1.1056427737434532e-06 1.4285447323914014e-06 1.6686540556065665e-06 -7.0767746980967183e-07 6.0457653409623004e-07 -3.9685561764220741e-07 -1.2128583242494123e-07 -1.33751132807447e-06 -1.9511064858141422e-06 2.7467755035104351e-06 -5.5217581383010578e-08 -8.9850695251432939e-07 -1.2843164336118207e-06 -8.9509617579175897e-07 1.0338770528998492e-06 1.2405987985175671e-06 -1.2491935319300275e-07 1.0372773639725589e-06 -2.5402173113084126e-07 4.2108549434468162e-08 2.9040276980854935e-06 2.0286304747556145e-07
leaf_weight=20 35 25 20 162 22 23 24 25 39 20 20 36 22 21 35 20 22 20 1210 24 30 23 30 20 394 21 37 678 21 22
leaf_count=20 35 25 20 162 22 23 24 25 39 20 20 36 22 21 35 20 22 20 1210 24 30 23 30 20 394 21 37 678 21 22
internal_value=0 -4.17766e-09 -7.31467e-10 -6.14581e-09 3.35408e-07 -1.14986e-08 -5.24784e-09 -6.7328e-10 2.30937e-07 2.16521e-08 2.60257e-07 -1.76861e-08 2.15456e-08 4.93584e-07 -2.29799e-07 -5.6355e-07 -8.53371e-09 1.5875e-07 -2.2274e-08 -1.19532e-07 -5.20464e-09 -1.11518e-07 -3.63382e-08 2.14271e-08 -1.09641e-07 -6.61094e-08 9.03714e-09 1.11607e-07 7.0061e-07 1.52204e-06
internal_weight=0 3086 3066 3046 47 2999 2976 2952 202 163 138 2750 118 41 77 55 2714 206 2508 186 2486 498 468 1988 438 415 1968 758 80 43
internal_count=3121 3086 3066 3046 47 2999 2976 2952 202 163 138 2750 118 41 77 55 2714 206 2508 186 2486 498 468 1988 438 415 1968 758 80 43
is_linear=0
shrinkage=0.1


Tree=8400
num_leaves=31
num_cat=0
split_feature=156 1428 157 1427 142 11 34 43 34 133 9 1 2 16 147 147 147 1447 1419 52 475 1447 474 474 51 42 474 474 2 13
split_gain=5.96384e-10 9.65763e-10 1.63628e-09 3.42046e-09 5.11222e-10 1.21427e-09 8.47817e-10 1.68982e-09 8.21202e-10 2.57507e-09 1.58543e-09 3.53297e-09 2.40119e-09 5.73513e-09 9.38731e-10 8.77719e-10 9.13229e-10 5.61991e-10 1.5932e-09 1.99999e-09 1.51741e-09 1.45697e-09 1.16251e-09 2.76137e-09 2.12449e-09 2.60069e-09 2.04719e-09 1.50489e-09 3.72528e-09 3.25323e-09
threshold=0.3248100000000001 0.087445000000000009 -0.0041249999999999993 0.078535000000000008 -0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.074974999999999986 -0.057544999999999992 0.086990000000000012 0.091600000000000015 0.12408500000000001 -1.0000000180025095e-35 -0.056919999999999991 0.099730000000000027 0.093875000000000014 0.090425000000000019 -0.086849999999999997 0.087255000000000013 -0.023194999999999997 -0.083389999999999978 -0.09552999999999999 0.087745000000000017 0.089435000000000014 -0.10316499999999999 0.088295000000000012 0.10451000000000001 0.084795000000000023 0.08622500000000001 -0.081659999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 7 -7 9 -8 12 -12 13 -10 15 16 17 20 22 -20 -14 -22 27 -24 -25 26 -26 -19 -29 -30
right_child=-2 2 -4 -5 5 6 8 -9 10 -11 11 -13 14 -15 -16 -17 -18 18 19 -21 21 -23 23 24 25 -27 -28 28 29 -31
leaf_value=4.6526159404374595e-07 -5.0732881727131114e-07 1.7065432469820509e-06 -2.4948125769697073e-07 -1.429063762259375e-07 -7.4819941046784644e-07 5.5576746519598657e-08 1.2496116271774684e-06 -1.1234103249080363e-06 -3.2470795066075201e-07 -2.0441061620062851e-07 -1.5771942461384471e-06 2.4010124593834681e-07 1.0041900176815944e-06 1.9381782478722884e-06 5.4221190718943687e-07 -6.5519084801378222e-07 6.6704319465316078e-07 -1.1291283233031247e-08 -1.1357439076363801e-07 -1.3136473814343153e-06 3.8068420990025755e-07 -6.2771908013157536e-07 1.0112770799214805e-06 -8.8980156132969401e-07 2.0956342729682043e-07 -4.5731970240504369e-07 1.4053002901380839e-06 6.3652506355538217e-07 -1.9543614821770918e-06 -2.4324744254045074e-07
leaf_weight=23 23 20 25 20 22 31 21 20 24 29 20 23 20 21 31 21 20 2358 41 21 38 23 37 21 45 37 21 20 20 25
leaf_count=23 23 20 25 20 22 31 21 20 24 29 20 23 20 21 31 21 20 2358 41 21 38 23 37 21 45 37 21 20 20 25
internal_value=0 3.77055e-09 3.85165e-07 7.81818e-07 -4.40308e-09 -7.99188e-09 -2.54189e-09 -4.06771e-07 4.47741e-09 4.06279e-07 -2.48139e-09 -6.05152e-07 6.63073e-09 7.31306e-07 -5.02e-09 -1.11487e-08 -6.22517e-09 -1.1163e-08 -1.91057e-08 -5.20051e-07 2.483e-07 4.66576e-10 -7.08611e-09 2.5312e-07 2.68951e-08 2.13794e-07 5.90025e-07 -2.43759e-08 -4.99045e-07 -1.00374e-06
internal_weight=0 3098 65 40 3033 3010 2988 51 2937 50 2887 43 2844 45 2799 2768 2747 2727 2646 62 81 61 2584 161 124 103 66 2423 65 45
internal_count=3121 3098 65 40 3033 3010 2988 51 2937 50 2887 43 2844 45 2799 2768 2747 2727 2646 62 81 61 2584 161 124 103 66 2423 65 45
is_linear=0
shrinkage=0.1


Tree=8401
num_leaves=31
num_cat=0
split_feature=9 33 3 9 34 11 147 147 150 151 448 150 160 457 150 3 2 0 13 43 42 2 3 0 160 52 2 52 484 151
split_gain=5.02494e-10 1.59313e-09 1.29549e-09 8.71074e-10 5.84012e-10 1.77659e-09 5.07631e-10 1.50254e-09 9.75959e-10 3.45773e-09 1.70071e-09 5.79814e-10 5.02351e-10 2.01412e-09 3.38125e-09 3.17436e-09 3.69839e-09 3.70757e-09 2.55633e-09 2.29216e-09 2.43572e-09 1.73772e-09 1.56594e-09 2.39155e-09 1.32512e-09 3.36828e-09 4.31312e-09 2.23605e-09 1.33433e-09 1.21853e-09
threshold=0.092410000000000006 -0.009184999999999997 -0.014944999999999998 0.085555000000000006 -0.08786999999999999 -1.0000000180025095e-35 0.11204500000000002 0.099730000000000027 0.12640500000000002 0.015440000000000001 1.0000000180025095e-35 0.11857000000000002 0.086325000000000013 -0.087749999999999981 0.090480000000000019 0.088060000000000013 0.10912000000000001 -0.070889999999999995 -0.091054999999999983 -0.096754999999999994 0.091295000000000015 0.096540000000000015 -0.082154999999999992 -0.082844999999999988 0.062030000000000009 -0.19683499999999995 0.086950000000000013 -0.081934999999999994 -0.22549499999999997 0.11088000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -6 7 8 10 -10 11 12 24 -14 15 16 17 18 -15 -20 21 22 23 -21 28 -26 -27 -28 -7 -30
right_child=2 3 -4 -5 5 6 -8 -9 9 -11 -12 -13 13 14 -16 -17 -18 -19 19 20 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-7.7003852770421539e-07 -1.4448485667971596e-07 5.3563025176117668e-07 8.4874742576346309e-07 6.4332964295014492e-07 -9.4589207719764092e-07 7.3040556799242044e-07 -4.9016328624756645e-07 8.6706099466482567e-07 -1.4653997698133027e-06 2.0093131035647469e-07 8.2638062485784771e-07 -5.134027720611233e-07 -1.0401281962269981e-06 -1.0330384934708161e-06 1.0404541851672689e-06 -1.3659264971010999e-06 9.1220774511585289e-07 -1.151638736343687e-06 -7.7856702427325788e-07 1.3290266222885868e-06 -7.0105575673551361e-07 1.123025854686451e-06 -2.8315766304759192e-07 -1.2935402302425493e-07 1.5408841505859529e-06 -1.1584966952682407e-06 1.3894770273736868e-06 -8.7955355692905707e-08 -1.0406362012993497e-08 7.7339384375818553e-07
leaf_weight=27 29 20 24 21 20 25 21 20 20 33 25 22 22 22 26 20 34 35 24 23 21 30 34 22 20 20 20 21 2400 20
leaf_count=27 29 20 24 21 20 25 21 20 20 33 25 22 22 22 26 20 34 35 24 23 21 30 34 22 20 20 20 21 2400 20
internal_value=0 -5.28012e-09 3.05281e-07 1.50991e-09 -2.95308e-09 -6.54364e-09 -2.39283e-10 3.2377e-09 -2.64064e-09 -4.27873e-07 5.16854e-09 -2.00738e-09 1.95553e-09 -1.17544e-07 -4.77952e-08 -1.54567e-07 -5.56803e-08 -2.11643e-07 -2.47124e-08 1.19334e-07 2.85101e-07 4.75094e-07 2.29044e-07 6.16041e-07 1.67629e-08 4.14694e-07 4.54515e-08 6.32743e-07 3.57986e-09 -3.92867e-09
internal_weight=0 3068 53 3041 3020 3000 2980 2959 2939 53 2886 2861 2839 313 291 265 245 211 176 154 130 109 79 45 2526 81 61 41 2445 2420
internal_count=3121 3068 53 3041 3020 3000 2980 2959 2939 53 2886 2861 2839 313 291 265 245 211 176 154 130 109 79 45 2526 81 61 41 2445 2420
is_linear=0
shrinkage=0.1


Tree=8402
num_leaves=31
num_cat=0
split_feature=472 1429 1425 1429 1429 49 52 471 51 484 475 13 13 157 159 4 52 3 3 0 1372 40 2 13 1 157 1455 43 483 483
split_gain=4.89336e-10 1.25282e-09 7.01211e-10 8.59124e-10 2.75848e-09 1.52544e-09 5.97971e-10 1.07565e-09 6.60621e-10 5.21459e-09 3.11067e-09 5.18125e-09 2.29449e-09 5.90031e-09 2.32995e-09 5.54992e-09 4.06681e-09 2.85366e-09 6.39899e-09 4.99705e-09 2.06284e-09 1.68936e-09 1.94275e-09 1.2654e-09 1.13647e-09 1.13101e-09 9.13555e-10 2.50682e-09 1.19943e-09 2.41156e-09
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.060529999999999994 -0.081904999999999992 0.08610000000000001 -0.56741999999999992 0.10338500000000002 -0.085604999999999987 0.088135000000000005 -0.085734999999999992 -0.082199999999999981 -0.085804999999999979 -0.086244999999999988 0.10545500000000001 -0.50052499999999989 -0.081429999999999989 -0.095524999999999985 -0.086224999999999982 -0.069954999999999976 -0.081219999999999987 -0.047054999999999993 0.121465 -0.06884499999999999 0.085475000000000009 -0.07928499999999998 -0.097209999999999977 -0.067899999999999974 0.10083000000000002 0.10452500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -5 8 9 12 11 -10 25 -14 15 -15 -16 19 -19 -17 -12 -20 23 -23 -25 -8 27 -22 -28 -30
right_child=1 2 -4 6 -6 -7 7 -9 10 -11 20 -13 13 14 16 17 -18 18 21 -21 26 22 -24 24 -26 -27 28 -29 29 -31
leaf_value=-4.4980280620166015e-07 7.387797195257878e-07 3.5044345127386934e-07 -5.5210127045582975e-07 4.2359766965205382e-07 1.1229401878714335e-06 -7.9302564159888789e-07 1.174556474633651e-06 -7.2416049598749466e-07 2.0355385984771602e-06 -1.6249272515654991e-06 -9.2562642303543425e-07 -1.2388891582304496e-07 -1.7925298368481892e-06 1.5879929387529541e-06 -1.6375442730133149e-06 3.8170303469087234e-07 3.0799619166611508e-07 1.8165966292826852e-06 7.1026102339353454e-07 -1.7795831542136274e-06 2.0948980344154073e-07 5.995525422501184e-07 -9.8944317467494669e-07 -7.6463146876029409e-07 7.6611092394852601e-08 1.3669502626119842e-07 6.5899615077027887e-10 -1.1884887716524133e-06 1.3387593890001882e-06 1.0291030959782197e-07
leaf_weight=24 23 28 23 32 28 20 21 21 20 22 24 25 20 23 22 20 21 20 22 23 29 24 27 26 42 21 2352 23 20 75
leaf_count=24 23 28 23 32 28 20 21 21 20 22 24 25 20 23 22 20 21 20 22 23 29 24 27 26 42 21 2352 23 20 75
internal_value=0 3.48512e-09 -2.01643e-09 2.13039e-09 3.34135e-07 -1.26002e-07 -6.35106e-09 -1.1026e-08 -5.90081e-09 -1.33966e-07 1.17531e-08 8.35857e-07 -3.51677e-08 -1.35214e-07 -1.24494e-08 1.15404e-07 -6.87397e-07 -5.06232e-08 1.42666e-07 -7.74334e-07 -2.94556e-09 -9.4771e-08 -2.436e-07 -2.47119e-08 -2.4504e-07 6.55626e-07 5.91572e-09 -4.08847e-07 1.47296e-08 3.63089e-07
internal_weight=0 3097 3074 3051 76 48 2975 2943 2922 354 2568 45 332 290 270 227 43 204 161 43 2523 141 119 92 68 42 2499 52 2447 95
internal_count=3121 3097 3074 3051 76 48 2975 2943 2922 354 2568 45 332 290 270 227 43 204 161 43 2523 141 119 92 68 42 2499 52 2447 95
is_linear=0
shrinkage=0.1


Tree=8403
num_leaves=31
num_cat=0
split_feature=132 394 1203 131 131 480 481 15 1 129 4 1210 480 51 1420 11 12 155 3 42 45 11 33 51 51 51 9 2 47 47
split_gain=4.40631e-10 2.0839e-09 2.06812e-09 4.82923e-10 2.68214e-09 2.53428e-09 8.26924e-09 1.48587e-09 2.37817e-09 1.78189e-09 1.43629e-09 2.18446e-09 8.79896e-10 7.77486e-10 1.2448e-09 1.54102e-09 3.49148e-09 3.44366e-09 2.14348e-09 1.06091e-09 1.03509e-09 3.69059e-09 1.7586e-09 1.23742e-09 1.87273e-09 1.58325e-09 1.0342e-09 1.00343e-09 9.32249e-10 4.85863e-09
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.090690000000000007 0.090150000000000022 0.11191000000000002 -0.0050099999999999988 0.09116500000000001 0.094090000000000021 0.080675000000000011 -0.086849999999999997 -0.052634999999999994 0.10344000000000002 0.13831000000000002 -0.085599999999999996 0.090070000000000025 0.10149500000000002 0.13949000000000003 -0.14847999999999997 0.089810000000000015 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.123935 0.11594500000000001 0.11218000000000002 0.089995000000000006 0.11293500000000002 0.092165000000000011 0.097970000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 12 -7 9 -9 10 -5 -12 13 14 -2 17 -17 20 -18 27 21 -16 -23 24 25 26 28 -15 -24 -30
right_child=1 -3 -4 7 -6 6 -8 8 -10 -11 11 -13 -14 19 15 16 18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.8955752296516849e-08 -7.0845660756683287e-07 9.7980588084179878e-07 -1.106464197278001e-06 7.3978827358238906e-07 -1.0430560691929715e-06 2.2397883117264428e-06 -5.6972559873842821e-07 1.2366677704481585e-06 -6.6670117705923216e-08 -7.6740600259374608e-07 -9.8408414377360027e-07 1.0790223260051194e-07 -6.0548522105818855e-07 -2.3363795396982197e-07 1.2507090903197779e-06 1.1542575084572745e-06 -6.5272474051697266e-07 -1.3350354637964303e-06 6.7512399368752087e-07 8.0286924028567032e-07 -6.3231909653314624e-07 -9.1224946407402803e-07 5.8677345104924169e-09 -7.4314355369709959e-07 8.9175320444274291e-07 -7.6245308175007929e-07 5.678288278343849e-07 5.8805993430526184e-07 -1.5261976341207627e-06 -1.1933824227138522e-08
leaf_weight=196 26 22 20 31 25 20 22 28 28 26 20 218 25 42 23 36 31 20 20 27 27 22 1874 23 23 28 31 23 25 139
leaf_count=196 26 22 20 31 25 20 22 28 28 26 20 218 25 42 23 36 31 20 20 27 27 22 1874 23 23 28 31 23 25 139
internal_value=0 1.02428e-08 -1.37799e-07 2.84408e-09 -1.23943e-08 -2.11645e-09 7.68138e-07 1.12769e-07 5.84999e-07 2.3125e-08 9.95332e-08 1.61387e-08 -1.52405e-08 -9.19288e-09 -2.03666e-08 -1.26618e-08 4.00245e-07 -2.87347e-08 -1.32e-07 2.75979e-07 -1.69397e-08 -9.34587e-09 -2.27321e-08 -1.36004e-08 -5.68551e-09 -1.55287e-08 -5.42045e-09 5.71167e-08 -1.41401e-08 -2.42767e-07
internal_weight=0 2905 216 2883 2532 2507 42 351 56 295 269 238 2465 2440 2348 2322 87 2235 51 92 2215 2188 2165 2143 2120 2097 2069 65 2038 164
internal_count=3121 2905 216 2883 2532 2507 42 351 56 295 269 238 2465 2440 2348 2322 87 2235 51 92 2215 2188 2165 2143 2120 2097 2069 65 2038 164
is_linear=0
shrinkage=0.1


Tree=8404
num_leaves=31
num_cat=0
split_feature=483 12 1452 1456 1456 42 483 1456 1455 1455 483 12 1 121 9 3 9 11 16 16 133 0 133 160 1375 3 128 133 402 150
split_gain=5.08381e-10 1.46187e-09 5.77354e-10 6.66659e-10 2.28163e-09 1.21176e-09 9.0613e-10 1.4529e-09 1.42341e-09 1.70532e-09 1.25575e-09 2.76134e-09 2.38725e-09 1.98224e-09 7.06113e-10 1.91329e-09 1.51891e-09 6.80058e-10 6.99496e-10 2.89178e-09 2.1972e-09 7.54086e-09 3.71178e-09 2.63718e-09 2.58435e-09 2.26917e-09 1.88818e-09 2.58693e-09 1.81418e-09 1.61905e-09
threshold=0.12325000000000001 0.094435000000000005 -0.073879999999999987 -0.23007499999999997 -0.15024999999999997 0.08623500000000002 0.11006000000000002 -0.090954999999999994 -0.091944999999999985 -0.065979999999999983 0.10143000000000001 0.089735000000000023 0.16540500000000002 -0.11996 0.092410000000000006 -0.014944999999999998 0.088235000000000022 -1.0000000180025095e-35 -0.082404999999999992 -0.082179999999999989 0.26753000000000005 -0.087974999999999984 0.10622000000000002 0.10648000000000001 0.060690000000000008 -0.079864999999999978 0.087685000000000013 -0.0077049999999999992 0.15960500000000002 0.12068000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4 7 -6 -9 -10 12 -12 13 -11 16 -16 17 -15 20 -20 22 -22 23 24 26 -24 29 -28 -21 -19
right_child=1 -3 3 4 6 -7 -8 8 9 10 11 -13 -14 14 15 -17 -18 18 19 28 21 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=4.5731195003538368e-07 -9.0688613058971337e-07 1.5277812830542341e-07 -2.5647008133741374e-08 -1.0698402229536442e-06 -8.5315526007434531e-07 9.2146408302472662e-07 5.4864262532798118e-07 8.2240663048304719e-07 -7.5390005463304996e-07 -9.6433707962465372e-07 1.9706090788792119e-07 -1.3939213843627842e-06 9.8511484725349882e-07 -5.6958598975143111e-07 -1.6621591400350483e-07 1.1347535928507568e-06 -7.8768930459697606e-07 -1.3881561735387306e-07 1.194185840218283e-06 5.2251273591932458e-08 3.4710979190872275e-07 -2.0426957670007026e-06 1.3062000183102404e-06 -1.019638164580426e-06 9.6836297984737026e-07 1.2282558877221006e-08 2.6112378809952846e-08 1.3656085024021672e-06 -8.6193624094283398e-07 5.5722011243882918e-07
leaf_weight=28 23 30 35 20 20 22 30 21 30 21 24 20 25 20 26 20 24 740 22 1633 31 23 33 28 25 23 46 21 22 35
leaf_count=28 23 30 35 20 20 22 30 21 30 21 24 20 25 20 26 20 24 740 22 1633 31 23 33 28 25 23 46 21 22 35
internal_value=0 -3.07076e-07 5.29852e-09 1.13524e-09 -5.33807e-09 3.39905e-07 1.84723e-09 -3.74563e-09 2.08623e-09 -3.87046e-09 3.99149e-09 -5.26113e-07 1.22685e-08 3.56059e-09 1.08932e-08 3.99423e-07 4.33689e-09 1.13719e-08 1.57042e-08 5.5239e-08 -5.02659e-08 -6.7077e-07 -1.50322e-08 -6.44499e-08 -3.36019e-08 7.7477e-07 -6.33514e-08 4.45954e-07 4.00989e-08 -1.07382e-07
internal_weight=0 53 3068 3040 2983 57 2963 2933 2913 2892 2862 44 2818 2793 2772 46 2726 2702 2682 1677 1005 54 951 895 867 56 842 67 1655 775
internal_count=3121 53 3068 3040 2983 57 2963 2933 2913 2892 2862 44 2818 2793 2772 46 2726 2702 2682 1677 1005 54 951 895 867 56 842 67 1655 775
is_linear=0
shrinkage=0.1


Tree=8405
num_leaves=31
num_cat=0
split_feature=15 15 15 45 97 10 12 158 401 129 156 159 12 133 14 52 376 0 160 16 2 42 10 49 132 1 1185 393 1 1
split_gain=4.55552e-10 2.56355e-09 2.36116e-09 1.1231e-09 1.04642e-09 1.32583e-09 1.16778e-09 1.03513e-09 1.03877e-09 1.98571e-09 1.49151e-09 1.43689e-09 1.77739e-09 1.37896e-09 1.20711e-09 2.14895e-09 1.12319e-09 1.54916e-09 1.10964e-09 1.47055e-09 1.42837e-09 1.43507e-09 1.03178e-09 9.91188e-10 9.44027e-10 1.38689e-08 7.67575e-09 3.12688e-09 8.48027e-10 8.50826e-09
threshold=-0.10203999999999998 -0.099734999999999976 -0.10653 0.094030000000000016 -0.079444999999999988 0.11294000000000003 0.11527000000000001 0.10654500000000001 0.094270000000000007 0.087825000000000014 0.09747500000000002 0.094385000000000011 -0.040564999999999997 -0.37971999999999995 -0.31455999999999995 0.15116000000000002 0.084195000000000006 -0.082084999999999977 -0.081399999999999986 -0.5335399999999999 0.10699500000000002 0.087505000000000013 0.0036750000000000007 0.091860000000000011 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.10483000000000002 0.094220000000000012 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 22 -1 6 7 8 9 10 11 13 -13 -6 -15 16 17 18 -16 -20 21 23 24 -21 25 27 -26 -3 29 -28
right_child=1 3 -4 -5 5 -7 -8 -9 -10 -11 -12 12 -14 14 15 -17 -18 -19 19 20 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-6.1707374735912412e-07 -1.0464722972614027e-06 9.1713689350260978e-09 8.6522282900760837e-07 -7.3636658238943458e-07 -7.7279875005556086e-07 7.6867556401793997e-07 7.0098381144134692e-07 6.8817271142052056e-07 6.0587028013722619e-07 -1.0564954274627781e-06 5.2056608199056303e-07 1.4979858633523692e-08 -1.3022410796349419e-06 5.9112244310413458e-07 -4.5728729085275132e-07 -8.6914663179576176e-07 7.7582351622140776e-07 -6.3570090973867501e-07 -3.4580527984541154e-07 2.937689369986174e-07 1.0458646238896983e-06 9.2303697087459122e-07 5.3714645377210353e-07 -5.6686882196597417e-07 -1.9292685936177024e-06 2.2074310655970576e-06 -7.1167878007346719e-10 -1.2920623147878857e-06 1.0333161032319327e-07 -1.2121791022442115e-06
leaf_weight=24 24 115 36 21 23 25 24 20 23 20 43 20 21 34 28 28 20 33 33 32 27 20 35 23 21 29 1715 22 522 60
leaf_count=24 24 115 36 21 23 25 24 20 23 20 43 20 21 34 28 28 20 33 33 32 27 20 35 23 21 29 1715 22 522 60
internal_value=0 -1.78085e-08 8.19682e-08 -8.0888e-09 2.7847e-08 5.899e-08 2.14008e-08 -1.50055e-08 -4.78643e-08 -8.49899e-08 -3.45221e-08 -1.04314e-07 -6.59694e-07 -2.86641e-08 3.2901e-08 -4.48839e-08 6.1965e-08 -1.08778e-08 1.1562e-07 2.34445e-07 4.22174e-07 1.97645e-07 -2.01741e-09 -6.61341e-08 -9.61432e-09 2.20752e-07 -2.61117e-08 -1.99786e-07 -8.71231e-09 -4.16627e-08
internal_weight=0 2564 557 2540 521 497 472 448 428 405 385 342 41 301 278 244 216 196 163 135 102 75 2519 55 2484 166 2318 137 2297 1775
internal_count=3121 2564 557 2540 521 497 472 448 428 405 385 342 41 301 278 244 216 196 163 135 102 75 2519 55 2484 166 2318 137 2297 1775
is_linear=0
shrinkage=0.1


Tree=8406
num_leaves=31
num_cat=0
split_feature=46 1429 156 10 0 15 1 11 1 1 1 11 474 376 133 2 15 15 2 12 12 13 42 16 4 133 4 12 3 43
split_gain=5.47351e-10 6.67468e-10 1.43329e-09 5.57629e-10 8.91639e-09 7.19645e-09 3.88466e-09 6.77981e-10 7.40195e-10 1.81054e-09 1.35712e-09 8.76765e-10 1.40279e-09 8.86751e-10 1.26106e-09 1.22803e-09 7.73506e-09 2.83225e-09 5.78217e-10 7.53085e-10 2.1291e-09 1.45547e-09 2.65536e-09 2.56252e-09 2.19731e-09 1.2174e-09 2.71546e-09 1.21311e-09 4.12213e-09 1.2031e-09
threshold=0.096120000000000011 -0.23752499999999996 0.32523500000000005 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 0.10022000000000002 -1.0000000180025095e-35 0.13686500000000004 0.13471500000000003 0.13968000000000003 0.097680000000000017 0.11692000000000001 0.085245000000000015 0.089755000000000015 -1.0000000180025095e-35 -0.10203999999999998 -0.074054999999999996 0.14838000000000004 0.10408500000000002 0.10266500000000002 -0.051094999999999995 0.10306000000000001 -0.092124999999999985 -0.068329999999999988 0.0068000000000000014 -0.0016099999999999997 0.099815000000000015 -0.07359499999999998 -0.064334999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -5 9 11 -10 12 13 15 -15 16 -9 -18 19 20 27 22 -21 -23 -25 26 -26 -17 -29 -27
right_child=-2 2 -4 7 5 6 -8 8 10 -11 -12 -13 -14 14 -16 18 17 -19 -20 21 -22 23 -24 24 25 29 -28 28 -30 -31
leaf_value=-5.8028595404380214e-07 3.9322912552311859e-07 -1.9378238623820227e-06 8.4307422099527684e-07 5.6842274738127819e-07 1.3816620945389706e-06 -1.5787288981528035e-06 1.4307471765936211e-07 1.9893417154228452e-06 -8.7410494037006483e-07 9.1145757995615328e-07 -4.8752110054214146e-08 -4.701079933219705e-07 8.418286782330143e-07 -8.1977145984432529e-07 1.2459014748436368e-07 1.0654159993891189e-08 -1.1777499760512457e-06 3.0645394789709081e-07 4.2027692686019692e-07 1.1797006561664604e-06 8.3276515668682907e-07 -1.0834963635236111e-06 -2.0996411261752328e-07 5.8924020818196254e-07 -1.5084708200388181e-06 4.3154848657212389e-07 -2.8751753688993632e-09 2.6622034062660938e-07 -1.3683281352954241e-06 -5.6467059227248808e-07
leaf_weight=20 35 24 20 21 34 20 38 22 27 22 76 39 20 31 26 2235 20 36 32 20 31 36 44 32 23 27 25 36 27 22
leaf_count=20 35 24 20 21 34 20 38 22 27 22 76 39 20 31 26 2235 20 36 32 20 31 36 44 32 23 27 25 36 27 22
internal_value=0 -4.46376e-09 -7.07585e-10 -6.24785e-09 -2.21284e-07 2.26508e-07 -4.50651e-07 2.26555e-09 -1.82153e-09 7.8429e-09 -2.65107e-07 7.02267e-10 7.39137e-09 1.26706e-09 -3.8901e-07 9.60507e-09 4.00549e-07 -2.23619e-07 -2.16855e-09 -7.45325e-09 9.56069e-09 -1.8049e-07 2.24306e-07 -3.37502e-07 -1.29318e-07 -3.66368e-07 -7.24306e-07 -1.54433e-09 -4.343e-07 -1.57335e-08
internal_weight=0 3086 3066 3046 116 92 58 2930 2909 2806 103 2784 2745 2725 57 2668 78 56 2590 2558 2329 229 64 165 129 97 48 2298 63 49
internal_count=3121 3086 3066 3046 116 92 58 2930 2909 2806 103 2784 2745 2725 57 2668 78 56 2590 2558 2329 229 64 165 129 97 48 2298 63 49
is_linear=0
shrinkage=0.1


Tree=8407
num_leaves=31
num_cat=0
split_feature=156 1428 1 130 10 0 40 2 147 142 11 33 47 47 9 47 148 148 1 47 12 47 43 47 2 3 16 49 132 1
split_gain=5.26626e-10 7.65462e-10 1.55379e-09 4.96298e-10 9.67693e-10 1.63477e-09 1.14098e-09 7.90685e-10 1.10522e-09 1.22277e-09 1.62425e-09 1.11753e-09 9.51238e-10 6.21802e-09 4.93104e-09 2.31253e-09 1.12108e-09 7.6166e-10 7.48541e-10 2.59334e-09 2.07939e-09 1.93e-09 7.74324e-10 9.96849e-10 7.94224e-10 8.07169e-10 7.38943e-10 9.05186e-10 7.1155e-10 1.54989e-08
threshold=0.3248100000000001 0.088190000000000004 0.10797500000000002 -0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.17025000000000004 0.10735000000000001 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.096475000000000019 0.09055500000000001 0.09055500000000001 -0.10069499999999999 -0.084449999999999983 0.099990000000000009 0.107145 0.051320000000000005 0.11114000000000002 -0.065269999999999981 0.12171500000000002 0.11704500000000001 0.14121000000000003 -0.092124999999999985 -0.0072499999999999986 -0.083284999999999984 0.089475000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -6 8 9 -8 -11 -12 14 -14 15 16 -13 -18 20 -20 -15 -21 23 -23 -24 -26 -22 -28 29 -19
right_child=-2 2 -4 4 6 -7 7 -9 -10 10 11 12 13 18 -16 -17 17 28 19 21 26 22 24 -25 25 -27 27 -29 -30 -31
leaf_value=-4.9988614364337996e-07 -4.7673524277244097e-07 7.2778652822354416e-07 -3.5632609183267052e-07 -1.3381016915878891e-07 -7.41237353113753e-07 1.1294585270604785e-06 7.788852579437845e-07 6.2511280347621327e-07 -6.9627025289304112e-07 -8.249642737231019e-07 -6.6454236184654292e-07 6.8976564267833727e-07 1.8782925935312277e-06 -1.0660217722602282e-06 -1.1436469845337247e-06 1.0022122963796984e-06 -5.0419573520985661e-07 -1.7802051982512124e-07 1.0514176755475937e-06 -8.9752805024545531e-07 5.4814442231200584e-07 2.8922586643240967e-07 7.5853392521215333e-07 -6.8624224695668097e-07 -3.1588890677717841e-07 5.5274652652315129e-07 3.3405647457129819e-07 -3.6616417625386557e-07 -2.0697804424197867e-08 2.5516994767826875e-06
leaf_weight=20 23 39 20 21 21 20 20 20 23 24 25 23 20 20 38 23 31 156 29 20 23 22 30 20 23 20 30 48 2245 24
leaf_count=20 23 39 20 21 21 20 20 20 23 24 25 23 20 20 38 23 31 156 29 20 23 22 30 20 23 20 30 48 2245 24
internal_value=0 3.54365e-09 3.60291e-07 -3.38234e-09 -9.31427e-11 4.82418e-07 -6.73618e-09 -1.51991e-09 -5.78707e-09 -3.37135e-10 -5.72222e-09 1.12858e-09 6.97806e-09 1.73845e-07 -1.30591e-08 4.11209e-09 -5.14822e-09 -1.1656e-08 5.42347e-08 1.9344e-07 -1.3444e-07 9.13383e-09 1.66814e-07 -1.75283e-07 3.63637e-07 8.81276e-08 5.0031e-08 -9.68485e-08 -5.35958e-09 1.85942e-07
internal_weight=0 3098 59 3039 3019 41 2978 2957 2937 2914 2894 2870 2845 305 2540 2502 2479 2456 285 164 121 135 115 42 73 43 101 78 2425 180
internal_count=3121 3098 59 3039 3019 41 2978 2957 2937 2914 2894 2870 2845 305 2540 2502 2479 2456 285 164 121 135 115 42 73 43 101 78 2425 180
is_linear=0
shrinkage=0.1


Tree=8408
num_leaves=31
num_cat=0
split_feature=421 9 13 9 41 41 149 49 34 104 3 46 44 1429 156 1429 16 133 0 16 2 16 52 0 15 0 13 154 1456 474
split_gain=5.19097e-10 1.28943e-09 1.28521e-09 1.01103e-09 7.85831e-10 1.89404e-09 7.00551e-10 8.30813e-10 6.9579e-10 1.70896e-09 6.13713e-10 5.80093e-10 5.95177e-10 8.63078e-10 1.35454e-09 1.14859e-09 7.13001e-10 1.90092e-09 6.16673e-09 2.31982e-09 1.91703e-09 1.03615e-09 1.75911e-09 1.10787e-09 1.34996e-09 8.56015e-10 4.27387e-09 1.17863e-09 8.24451e-10 1.37815e-09
threshold=-1.0000000180025095e-35 0.092410000000000006 -0.0039049999999999992 0.088235000000000022 0.086565000000000017 0.091290000000000024 0.091325000000000003 -0.054984999999999992 -0.08786999999999999 0.086600000000000024 -0.098469999999999988 0.10987500000000001 0.083555000000000018 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 0.5136400000000001 0.090665000000000009 -0.067094999999999988 0.63636000000000015 0.10613000000000002 0.38525000000000004 -0.081429999999999989 -0.073309999999999986 -0.072289999999999979 0.062580000000000011 -0.055129999999999992 0.084190000000000001 0.11510000000000002 0.090025000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 8 -8 -2 11 -7 12 13 -10 15 -15 21 18 -18 20 -20 25 23 -23 -25 27 -27 28 29 -17
right_child=1 2 -4 -5 5 10 7 -9 9 -11 -12 -13 -14 14 -16 16 17 -19 19 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-5.0782616185074408e-07 5.3364558709745331e-07 8.02184187266773e-08 1.1297946169008811e-06 -6.5130229221684506e-07 1.0983174387423457e-06 3.8215766196003642e-07 7.2020166835104848e-10 -8.8054569935991367e-07 6.2366926039720227e-07 -9.2819265773869119e-07 -2.3484062933819493e-07 5.3609144288202517e-07 -5.1099391088349009e-07 7.0451322382881623e-07 -8.2514966450730762e-07 2.1849654201118751e-08 -1.8174605339519683e-06 6.0612877780880338e-07 1.8539089599774646e-07 9.0525994123492553e-07 -8.5020683107386787e-07 5.2600277697933964e-07 1.041804624037468e-06 3.3566907361021621e-07 -6.5666090430066361e-07 -1.4246088535401213e-06 9.3000743817128761e-08 -7.5956256807785393e-07 5.3224105575585178e-07 -3.3763093755721586e-07
leaf_weight=20 24 28 20 24 22 28 23 20 22 20 38 20 23 23 20 2231 24 23 39 21 33 36 25 26 29 25 72 20 30 112
leaf_count=20 24 28 20 24 22 28 23 20 22 20 38 20 23 23 20 2231 24 23 39 21 33 36 25 26 29 25 72 20 30 112
internal_value=0 3.27313e-09 5.17542e-07 -4.81233e-09 3.10072e-10 2.94767e-07 -8.50059e-09 -4.09171e-07 -2.55552e-09 -7.03319e-09 2.69162e-08 -5.77974e-10 -4.36534e-09 -2.20031e-10 -5.14135e-09 7.81424e-10 -5.11291e-09 -2.24959e-07 -3.88335e-07 -1.95282e-08 -2.89258e-07 6.69769e-09 2.9884e-07 9.47289e-08 -1.87559e-07 -6.91216e-09 -2.98136e-07 4.89256e-09 1.13355e-08 4.66578e-09
internal_weight=0 3101 48 3053 3029 88 2941 43 2898 2874 66 2854 2834 2811 2789 2769 2746 140 117 93 72 2606 116 91 55 2490 97 2393 2373 2343
internal_count=3121 3101 48 3053 3029 88 2941 43 2898 2874 66 2854 2834 2811 2789 2769 2746 140 117 93 72 2606 116 91 55 2490 97 2393 2373 2343
is_linear=0
shrinkage=0.1


Tree=8409
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1213 403 3 132 2 132 1429 156 1426 1428 1429 43 483 12 158 482 3 1 482 483 482 1456 16 1456 1447 481
split_gain=5.07829e-10 3.12922e-09 1.31022e-09 1.33932e-09 6.01806e-10 7.50522e-10 6.80003e-10 8.31317e-10 9.28563e-10 2.5161e-09 4.52397e-10 1.54595e-09 6.29849e-10 6.59481e-10 1.01395e-09 1.59904e-09 4.96152e-10 1.10175e-09 7.51736e-10 9.19727e-10 3.75236e-09 2.43053e-09 2.13148e-09 3.00323e-09 2.16305e-09 1.19754e-09 4.19148e-09 1.25124e-09 1.05209e-09 3.19278e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.086260000000000017 -0.088034999999999988 -0.092174999999999993 -0.097939999999999985 0.089125000000000024 -0.41094499999999995 -0.23752499999999996 0.32523500000000005 -0.085619999999999988 -0.071779999999999997 -0.060529999999999994 -0.072534999999999988 0.12325000000000001 0.094435000000000005 -0.47356499999999996 0.098465000000000011 -0.074479999999999977 0.16540500000000002 0.089745000000000005 0.086310000000000012 0.087870000000000018 -0.15824499999999997 -0.022939999999999999 -0.090954999999999994 -0.086359999999999978 -0.081334999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 8 -8 -10 -3 12 -12 -14 15 -15 18 -18 -16 21 -21 22 24 -24 25 26 -20 -27 29 -29
right_child=1 10 -4 -5 -6 6 7 -9 9 -11 11 -13 13 14 16 -17 17 -19 19 20 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-5.0026681307223232e-07 1.2274288611111151e-06 -4.7166234367068683e-07 -8.2772759333238353e-07 -8.1406636267967683e-07 4.9619887973288241e-07 -4.5293657748857189e-07 -3.6132063662029804e-07 6.7296974111741294e-07 1.1374015223708511e-06 -4.2982223921025511e-07 -5.597722650918513e-07 8.8171116772173266e-07 -5.6879178487179163e-07 -1.1902618727897509e-07 5.7405173206264059e-07 9.7972572064009013e-07 -8.190494114664351e-07 1.3997292967360408e-07 -4.4644983501841906e-07 1.1067901303479221e-07 -1.5147346709909471e-06 1.0560826085152672e-06 2.1237706151724628e-08 -1.5955240002085703e-06 1.0001506072140645e-06 -6.693198408973851e-07 1.5763414086222839e-06 1.193468192037346e-06 -8.688778538888318e-09 -1.463240529322162e-07
leaf_weight=29 21 20 25 21 24 21 36 25 20 21 20 20 20 26 23 27 23 25 21 49 20 22 27 20 22 28 20 29 2370 46
leaf_count=29 21 20 25 21 24 21 36 25 20 21 20 20 20 26 23 27 23 25 21 49 20 22 27 20 22 28 20 29 2370 46
internal_value=0 1.11605e-08 -1.45769e-07 -5.92262e-08 3.084e-08 -4.26378e-08 6.52585e-08 1.71946e-07 9.27559e-09 3.34677e-07 2.28573e-09 5.60237e-09 -5.71759e-10 3.39702e-09 7.487e-09 4.40715e-07 -8.77699e-10 -3.19559e-07 4.79404e-09 -1.02341e-10 -3.60455e-07 9.44252e-09 5.28046e-10 -6.66746e-07 1.28947e-08 4.25525e-09 5.40278e-07 -4.6315e-09 2.98048e-09 3.71729e-07
internal_weight=0 2899 222 197 176 152 123 102 77 41 2878 2858 2838 2818 2798 53 2745 48 2697 2674 69 2605 2583 47 2536 2514 41 2473 2445 75
internal_count=3121 2899 222 197 176 152 123 102 77 41 2878 2858 2838 2818 2798 53 2745 48 2697 2674 69 2605 2583 47 2536 2514 41 2473 2445 75
is_linear=0
shrinkage=0.1


Tree=8410
num_leaves=31
num_cat=0
split_feature=0 47 0 10 0 0 15 43 150 457 1 2 0 3 2 2 0 4 2 12 12 52 3 48 33 41 3 9 10 132
split_gain=4.64204e-10 3.98504e-09 1.33103e-08 8.6777e-09 2.81437e-09 2.13215e-09 1.20221e-08 2.85426e-09 1.88134e-09 2.1835e-09 2.07997e-09 9.11783e-09 2.75028e-09 2.40031e-09 3.82601e-09 4.16018e-09 3.38812e-09 1.3644e-09 1.80279e-09 1.41307e-09 2.10195e-09 1.08964e-09 1.02873e-09 9.94546e-10 9.03166e-10 1.26721e-09 3.00478e-09 1.44059e-09 1.90775e-09 1.20031e-09
threshold=-0.10151999999999999 0.094160000000000008 -0.11756999999999999 -1.0000000180025095e-35 -0.099059999999999995 -0.11173999999999999 -0.10203999999999998 -1.0000000180025095e-35 0.12640500000000002 0.10613500000000002 0.089875000000000024 0.091545000000000015 -0.23001499999999997 -0.011549999999999998 0.11237500000000002 0.10527500000000002 -0.14832499999999996 0.27044500000000005 0.098260000000000014 0.089085000000000011 0.085055000000000006 0.008405000000000001 0.097915000000000016 0.12230500000000001 -0.012019999999999998 0.08690500000000001 -0.098469999999999988 0.086220000000000005 0.10513000000000002 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 22 -1 -2 8 -7 -8 9 10 12 -12 -5 16 15 -15 -13 18 19 20 21 -14 -3 -24 -6 27 -27 29 -29 -26
right_child=4 2 -4 5 24 6 7 -9 -10 -11 11 13 17 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-2.0705664320530559e-06 -8.6191044061934014e-07 -4.9051622477236381e-07 2.8970149655617119e-06 1.0827245292688304e-06 5.8053244804166477e-07 2.6320992169104332e-06 4.6770671744411631e-07 -1.0912229275005383e-06 -9.2842670421139874e-07 9.6745556833332612e-07 -2.2841146002861022e-06 -3.3651880209578417e-07 -1.7401167115766643e-07 3.9903713770953529e-08 1.589271576049433e-07 -1.7902830913280247e-06 1.3151333004341522e-06 8.0931999889344309e-07 -8.070646671327538e-07 8.0192836153598717e-07 -9.790843353130186e-07 6.3698090627894995e-07 7.6707459139351677e-07 -1.8476816335134486e-07 2.3984235421418512e-07 3.0556255383306144e-07 -1.3667581268609041e-06 1.2536976528497777e-06 -6.4600064690792985e-08 -3.307087216915609e-08
leaf_weight=20 39 25 21 30 26 20 24 23 22 23 20 23 37 23 83 27 27 20 27 23 20 30 23 21 174 21 22 21 23 2183
leaf_count=20 39 25 21 30 26 20 24 23 22 23 20 23 37 23 83 27 27 20 27 23 20 30 23 21 174 21 22 21 23 2183
internal_value=0 7.80868e-08 6.92633e-07 -2.78695e-08 -1.90482e-08 5.35128e-08 5.78639e-07 -2.95174e-07 -2.73687e-08 2.06295e-08 -3.52089e-08 -2.5686e-07 2.05407e-07 -3.53018e-08 -2.5736e-07 -9.48397e-07 5.55373e-07 3.77663e-08 -7.48692e-08 1.04851e-07 -7.94332e-08 1.89119e-07 2.17345e-08 3.12786e-07 -5.7398e-09 -1.19767e-08 -5.50043e-07 -2.3404e-09 5.64587e-07 -1.29237e-08
internal_weight=0 612 90 522 2509 502 67 47 435 413 390 203 187 183 133 50 50 157 137 110 87 67 69 44 2470 2444 43 2401 44 2357
internal_count=3121 612 90 522 2509 502 67 47 435 413 390 203 187 183 133 50 50 157 137 110 87 67 69 44 2470 2444 43 2401 44 2357
is_linear=0
shrinkage=0.1


Tree=8411
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1209 1208 1208 1212 43 133 1210 16 1212 403 128 4 1185 129 43 13 129 4 4 159 3 16 52 16 3 472
split_gain=5.14625e-10 2.58002e-09 1.36268e-09 4.56092e-10 7.28618e-10 1.42849e-09 6.67643e-10 5.15001e-10 7.0062e-09 1.30022e-08 5.48681e-09 5.20984e-09 6.99716e-10 4.3895e-09 6.56841e-10 2.21502e-09 1.82066e-09 8.86974e-10 1.57463e-09 3.65462e-09 9.03795e-10 8.76973e-10 1.93638e-09 1.80785e-09 4.73992e-09 2.44836e-09 4.6136e-09 3.78106e-09 3.28584e-09 2.13695e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11846000000000001 0.11677000000000001 0.10233500000000001 1.0000000180025095e-35 -0.089544999999999986 -0.0047449999999999992 -0.073829999999999993 -0.14310999999999999 -0.080344999999999986 -0.063924999999999996 0.0033700000000000002 0.10773500000000001 -0.079329999999999984 0.092170000000000016 0.093420000000000017 -0.084359999999999991 -0.0034749999999999994 0.090540000000000023 -0.050494999999999991 -0.047864999999999991 0.10519500000000001 -0.071329999999999991 0.22339500000000004 -0.53964499999999982 0.15891500000000003 0.095270000000000007 -0.38234499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 11 -10 -9 -3 13 -12 16 -16 17 20 -19 -20 21 23 -23 25 -25 27 29 -14 -28 -27
right_child=1 3 -4 -5 -6 -7 -8 10 9 -11 12 -13 14 -15 15 -17 -18 18 19 -21 -22 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=-5.4548964701603918e-08 1.1156293120555867e-06 -1.9560359282877471e-06 -8.1255693615915984e-07 4.3729117586247912e-07 -5.7374085506787453e-07 7.8886141371076914e-07 -4.716689261385909e-07 -1.6566821625474404e-06 1.6245802105284103e-09 3.0018764408623614e-06 -5.2376823130264087e-07 1.2759789105606009e-07 -8.6155755282066185e-08 1.3516590721944037e-06 1.0577960904830282e-06 -2.4094410270177393e-07 -9.5887825821705532e-07 -2.0863925958754714e-07 -2.3508445119177576e-08 1.64041906626525e-06 -5.6739721822725251e-07 8.3502620611852758e-07 2.3652198843646122e-08 1.9282461595691659e-07 -1.7686386131158956e-06 -9.8728839535766622e-07 1.9242553437379684e-06 -1.3910478206530966e-06 2.2748805035700483e-07 1.7288394919754773e-07
leaf_weight=195 21 20 27 24 22 23 30 20 52 20 26 30 643 24 24 29 20 36 33 22 29 30 1505 28 22 20 25 23 21 77
leaf_count=195 21 20 27 24 22 23 30 20 52 20 26 30 643 24 24 29 20 36 33 22 29 30 1505 28 22 20 25 23 21 77
internal_value=0 1.12371e-08 -1.46739e-07 3.17859e-09 -4.71967e-10 3.98139e-09 -2.44518e-09 2.62021e-09 2.03518e-07 8.35028e-07 -6.60432e-09 -7.05856e-07 5.9105e-09 3.76437e-07 -1.25082e-09 3.47165e-07 -8.53812e-09 -9.77736e-10 3.05521e-07 6.42063e-07 -1.24888e-08 -5.76689e-09 3.95097e-08 -8.66744e-08 -6.70219e-07 -5.06086e-08 3.24825e-07 -1.3122e-07 1.14964e-06 -6.63268e-08
internal_weight=0 2899 222 2878 2854 2832 2809 2779 122 72 2657 50 2637 50 2587 53 2534 2514 91 55 2423 2394 1535 859 50 809 143 666 46 97
internal_count=3121 2899 222 2878 2854 2832 2809 2779 122 72 2657 50 2637 50 2587 53 2534 2514 91 55 2423 2394 1535 859 50 809 143 666 46 97
is_linear=0
shrinkage=0.1


Tree=8412
num_leaves=31
num_cat=0
split_feature=47 47 47 1366 150 448 0 1373 1429 457 150 43 9 3 483 12 483 52 4 4 154 1428 480 157 157 157 43 149 151 2
split_gain=4.97438e-10 5.16794e-09 4.99444e-09 7.11075e-10 7.58988e-10 7.48773e-10 9.20758e-10 7.10918e-10 5.24398e-09 7.88632e-09 2.21487e-09 1.42779e-09 1.4072e-09 2.44868e-09 7.53882e-10 2.12392e-09 1.45902e-09 3.27362e-09 2.23752e-09 1.53851e-09 1.06114e-09 1.56979e-09 9.95227e-10 1.04311e-09 2.27921e-09 1.36034e-09 1.40878e-09 1.07958e-09 1.36376e-09 1.48666e-09
threshold=0.092710000000000015 0.09055500000000001 0.096175000000000024 -0.082814999999999986 -0.096799999999999983 0.030280000000000001 -0.23811499999999999 1.0000000180025095e-35 0.083725000000000008 -0.083804999999999977 0.12820000000000001 -0.076124999999999984 0.089995000000000006 -0.014944999999999998 0.12236500000000002 0.094435000000000005 0.098395000000000024 0.12445000000000002 -0.0078799999999999981 0.62931500000000018 0.084190000000000001 -0.020064999999999996 0.11387000000000001 -0.087184999999999985 -0.08577499999999999 -0.090294999999999986 -0.081374999999999989 0.07770500000000001 -0.095084999999999989 0.090935000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 6 -6 10 9 -9 12 -12 14 -14 16 -16 19 18 -18 20 21 -8 23 25 -25 26 -23 28 -26 -30
right_child=2 -3 -4 4 5 -7 7 8 -10 -11 11 -13 13 -15 15 -17 17 -19 -20 -21 -22 22 -24 24 27 -27 -28 -29 29 -31
leaf_value=5.5564852642498372e-07 -1.4748491939826638e-06 1.5766151591378731e-06 -5.1780336878277636e-09 -4.245367927678347e-07 5.7938396236880054e-07 -5.4088074102764948e-07 -6.7258396045742444e-07 -3.5773643119119656e-07 -9.474928187306173e-07 2.4168904189991739e-06 -1.4600125723518433e-07 -1.3409041753220662e-06 1.1138324056503279e-06 -2.4134603406148849e-07 -1.1258910035394365e-06 1.7710640937868199e-07 7.922012400740642e-07 1.463012409821183e-06 -5.1786674006848441e-07 -7.6090004525937096e-07 7.2358931959115578e-07 -2.7370731861727414e-07 6.7157857405287693e-07 -9.8991949736652401e-07 6.1004604358711531e-07 1.0088727170417164e-06 4.5586230239234931e-07 -5.3112959455038674e-07 -8.4277741450623694e-08 8.8645487935264588e-08
leaf_weight=23 25 21 308 42 28 25 35 21 21 20 20 20 30 24 22 29 22 22 32 27 20 48 22 24 36 21 59 39 1171 864
leaf_count=23 25 21 308 42 28 25 35 21 21 20 20 20 30 24 22 29 22 22 32 27 20 48 22 24 36 21 59 39 1171 864
internal_value=0 1.3801e-08 -1.15514e-07 1.94006e-09 -2.70109e-09 3.85594e-09 8.94314e-09 2.91356e-09 3.37548e-07 9.9574e-07 -5.10629e-09 -7.43453e-07 6.48926e-09 5.11531e-07 -4.45027e-09 -3.84971e-07 3.49672e-09 4.34776e-07 1.58647e-08 -1.03567e-08 -1.69289e-09 -7.94802e-09 2.23686e-09 -4.2731e-09 -2.09044e-08 2.73002e-07 1.28579e-07 -9.88243e-09 -6.65746e-11 -1.08597e-08
internal_weight=0 2788 333 2767 2744 2702 2677 2649 62 41 2587 40 2547 54 2493 51 2442 76 54 2366 2339 2319 2284 2262 2134 128 107 2110 2071 2035
internal_count=3121 2788 333 2767 2744 2702 2677 2649 62 41 2587 40 2547 54 2493 51 2442 76 54 2366 2339 2319 2284 2262 2134 128 107 2110 2071 2035
is_linear=0
shrinkage=0.1


Tree=8413
num_leaves=31
num_cat=0
split_feature=40 4 9 33 8 158 159 3 158 52 52 1446 479 52 2 52 50 1211 50 49 474 51 51 50 16 0 50 43 480 52
split_gain=4.40387e-10 8.13794e-10 4.36241e-10 2.19321e-09 7.08999e-10 5.21354e-10 5.52568e-10 1.77914e-09 1.60689e-09 5.96463e-10 2.00568e-09 1.29454e-09 1.42138e-09 7.22557e-10 1.08412e-08 3.40228e-09 6.36882e-10 2.53491e-09 1.96856e-09 1.45079e-09 4.12075e-09 2.87086e-09 2.32681e-09 1.86006e-09 2.19454e-09 2.17001e-09 1.66883e-09 2.04817e-09 8.00857e-10 8.17959e-09
threshold=-0.24290999999999999 0.63113500000000011 0.092235000000000011 -0.0066799999999999993 0.097795000000000007 -0.47382999999999992 -0.46871499999999994 -0.077564999999999981 -0.46413499999999996 0.55608500000000005 0.5116750000000001 -0.09143999999999998 0.10713500000000002 0.40411000000000002 0.092875000000000013 0.31359500000000001 0.096900000000000014 0.11048500000000001 0.094920000000000018 0.08610000000000001 0.088585000000000011 0.12808000000000003 -0.025879999999999997 0.10987000000000001 -0.065999999999999989 -0.08317999999999999 0.10377500000000002 -0.00067499999999999993 0.086995000000000017 -0.0092699999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -5 7 -7 -8 10 11 -10 13 15 -15 16 18 19 28 20 22 -21 -18 26 25 -25 -24 -28 -13 -30
right_child=1 -3 4 5 -6 6 8 -9 9 -11 -12 12 -14 14 -16 -17 17 -19 -20 21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-4.0983413935709209e-07 9.0030561068488173e-07 5.3069535387498168e-07 -6.6562814038206855e-07 -4.5977887452863797e-07 1.3318301746778617e-07 -1.7818819291193223e-07 -9.0044779227582699e-07 9.6079878394069373e-07 -7.6930840371212313e-07 -4.6881771646035813e-07 8.167689956432394e-07 1.440588332549282e-09 6.4342550658961163e-07 -1.2257801437914642e-06 1.728676994248333e-06 -1.0913610886855795e-06 -8.2213190486513101e-07 1.1723107744191196e-06 -8.8400934731024652e-07 1.4608665026116796e-06 -1.3613636003707475e-06 -7.5855806178350912e-08 7.2947786768715808e-08 1.0605490036228037e-07 4.741615490339817e-07 -1.3493988535628889e-06 1.7492023511067599e-06 3.1806089538122253e-07 -2.0699958253089791e-06 2.7012583902126729e-07
leaf_weight=26 27 29 25 25 20 32 20 24 22 27 30 2328 34 23 27 29 24 22 26 20 22 31 33 21 35 20 20 20 20 59
leaf_count=26 27 29 25 25 20 32 20 24 22 27 30 2328 34 23 27 29 24 22 26 20 22 31 33 21 35 20 20 20 20 59
internal_value=0 3.4486e-09 -1.5384e-09 3.06531e-09 -3.10601e-07 -5.02603e-09 -1.19686e-09 3.09949e-07 -7.17838e-09 -1.00299e-09 3.40419e-09 -5.19981e-09 7.74033e-10 -7.08573e-09 3.69627e-07 -1.39852e-08 -2.4177e-09 1.43891e-07 -1.85339e-08 5.19187e-08 -7.22759e-08 5.2678e-07 9.16544e-08 2.38841e-07 -1.07436e-07 -6.03923e-07 5.9935e-07 1.03363e-06 -9.18521e-09 -3.2231e-07
internal_weight=0 3095 3066 3021 45 2994 2969 56 2913 2893 2866 2836 2814 2780 50 2730 2701 268 2433 246 195 51 173 149 76 41 73 40 2407 79
internal_count=3121 3095 3066 3021 45 2994 2969 56 2913 2893 2866 2836 2814 2780 50 2730 2701 268 2433 246 195 51 173 149 76 41 73 40 2407 79
is_linear=0
shrinkage=0.1


Tree=8414
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1348 448 160 2 2 480 2 42 12 0 2 13 15 2 133 3 2 0 133 13 52 483 2 2 156 4 12
split_gain=4.36122e-10 2.0866e-09 1.07409e-09 4.76648e-10 9.8735e-10 7.98609e-10 4.89706e-10 8.34576e-09 5.25323e-09 4.07894e-09 2.54679e-09 3.89822e-09 4.73159e-09 2.16784e-09 6.37551e-09 6.46235e-09 4.3896e-09 2.9589e-09 3.76045e-09 8.69668e-09 4.35118e-09 3.1929e-09 2.673e-09 4.377e-09 2.49765e-09 3.38182e-09 6.04972e-09 4.40851e-09 3.43513e-09 3.4704e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.095915000000000014 0.056825000000000007 0.60040000000000016 0.093175000000000022 0.092635000000000009 0.11144000000000001 0.093680000000000013 0.11720500000000002 0.11527000000000001 -0.071719999999999992 0.096325000000000008 -0.01163 -0.03241999999999999 0.097220000000000015 0.089595000000000022 -0.073309999999999986 0.10912000000000001 -0.068944999999999992 0.087720000000000006 -0.080344999999999986 0.016565000000000003 -0.067254999999999995 0.10613000000000002 0.10803500000000001 0.092385000000000009 -0.49405499999999997 0.094580000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 -3 -8 13 12 -12 14 15 -11 -15 21 19 -19 -21 24 -20 -24 -18 27 -27 28 -26 -30
right_child=1 3 -4 -5 -6 -7 9 -9 -10 10 11 -13 -14 16 -16 -17 17 18 22 20 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-5.3234251639767727e-08 1.0035343413573543e-06 3.1982828487515405e-08 -7.262080300070769e-07 -4.7157847905596323e-07 6.8975063067271209e-07 -6.1285953030338056e-07 -1.1965554336039001e-06 1.8528606058225706e-06 -1.559426975935215e-06 -1.1015928762122606e-07 2.7738883281764564e-07 -1.2205681188064504e-07 2.2912539452590867e-06 1.0383138562462447e-06 5.5773160538961213e-07 -2.0745870615152827e-06 -1.1031624256929719e-06 -1.9962355870516966e-06 8.9402227537768209e-07 8.6226966718388414e-07 -9.0180419960986539e-07 1.2499646928853554e-06 4.7609659287883449e-07 -1.4757253370589753e-06 1.9014793429050771e-06 -1.2953147359276511e-06 8.8921756923662157e-09 -6.8818855127566233e-07 8.3582580582016868e-07 -4.572658644190534e-07
leaf_weight=195 21 1692 27 21 21 21 30 25 21 34 28 54 20 38 37 33 20 39 27 27 29 21 27 20 20 39 404 28 73 29
leaf_count=195 21 1692 27 21 21 21 30 25 21 34 28 54 20 38 37 33 20 39 27 27 29 21 27 20 20 39 404 28 73 29
internal_value=0 1.03464e-08 -1.35082e-07 3.09939e-09 6.58844e-09 1.52977e-09 6.11313e-09 3.89462e-08 1.24734e-08 -4.6871e-08 -1.39287e-08 4.60793e-07 1.1165e-06 -6.51685e-08 -4.95872e-07 -1.07771e-06 -1.19067e-08 -6.16058e-08 -4.33405e-07 -8.49729e-07 -5.12686e-08 3.75017e-08 1.01064e-07 -3.54466e-07 -4.03459e-09 3.30355e-08 -1.05925e-07 4.43433e-07 7.03149e-07 4.68182e-07
internal_weight=0 2899 222 2878 2857 2836 2815 1738 1713 1077 1047 102 48 945 104 67 841 803 169 95 56 634 74 47 613 593 443 150 122 102
internal_count=3121 2899 222 2878 2857 2836 2815 1738 1713 1077 1047 102 48 945 104 67 841 803 169 95 56 634 74 47 613 593 443 150 122 102
is_linear=0
shrinkage=0.1


Tree=8415
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 131 131 131 480 12 160 1456 15 128 42 1213 2 52 43 131 132 480 471 47 0 1 15 47 47 47
split_gain=4.50631e-10 1.29459e-08 8.50545e-09 1.8952e-09 5.55129e-10 5.08236e-10 5.01716e-10 2.27051e-09 2.42652e-09 8.47317e-09 1.65966e-09 1.27138e-09 1.02231e-09 8.46558e-10 1.63966e-09 8.00497e-10 9.49001e-10 1.2111e-09 2.11929e-09 1.75793e-09 1.63097e-09 7.68801e-10 7.62495e-10 7.05963e-10 4.58642e-09 2.21062e-08 5.07776e-09 1.68467e-08 4.42185e-09 3.20767e-09
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.081919999999999979 0.10258000000000002 0.090690000000000007 0.090150000000000022 0.11191000000000002 0.094435000000000005 -0.42113499999999993 -0.052299999999999992 0.093575000000000019 0.088865000000000013 -0.091964999999999977 -0.012019999999999998 0.13247500000000004 -0.026204999999999996 -0.074974999999999986 0.10314000000000002 0.10790500000000001 0.10344000000000002 0.10277000000000001 0.092165000000000011 -0.10224499999999999 0.099660000000000012 -0.10324499999999999 0.10323000000000002 0.088915000000000008 0.10397500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 7 8 21 -10 -8 -12 13 14 -13 -16 17 19 20 -17 -19 22 23 28 25 -25 27 -26 -6 -28
right_child=2 -3 4 -5 6 -7 10 -9 9 -11 11 12 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 24 26 -27 29 -29 -30 -31
leaf_value=-2.0237280283875626e-08 -1.9692186433737585e-06 2.3827541823444022e-06 6.812912915946705e-07 -1.0475052067704383e-06 -1.5688091528385711e-08 2.3463599182112681e-08 9.7601300992556341e-07 -9.6442167841814809e-07 2.1673618854427851e-06 -6.733568192257303e-07 7.2471935674492179e-07 -7.8482243838588297e-07 -6.1658523702590171e-07 6.46503635111499e-07 6.8990653517175821e-07 -5.2357353707874507e-08 5.0029766439967503e-07 1.3168402409746705e-06 -3.5488478857814701e-07 -1.1604024458782599e-06 8.2091316778093212e-08 -5.7129523770527163e-07 6.010026588398887e-07 -3.6743993992516263e-06 3.2242857210462717e-06 1.4902954360752942e-07 -1.2784049982446259e-06 -3.1580983506789451e-07 1.4424487760931828e-06 6.9531879945052634e-08
leaf_weight=176 22 23 23 20 2155 24 21 25 21 21 26 24 25 22 20 45 34 20 40 21 23 25 20 20 20 62 26 41 21 55
leaf_count=176 22 23 23 20 2155 24 21 25 21 21 26 24 25 22 20 45 34 20 40 21 23 25 20 20 20 62 26 41 21 55
internal_value=0 1.38317e-07 -1.04429e-08 -1.25061e-07 4.52002e-09 3.45379e-07 -1.1349e-09 -1.61784e-08 -6.64638e-09 7.47003e-07 1.16589e-07 5.64288e-08 -6.98561e-09 5.42192e-08 -3.18285e-09 8.92277e-08 2.35798e-08 -8.52015e-08 1.6903e-07 -4.04917e-07 6.56393e-07 -1.95925e-08 -1.38931e-08 -1.90172e-08 -1.88058e-07 -7.83514e-07 1.55797e-07 8.44877e-07 -1.616e-09 -3.63139e-07
internal_weight=0 219 2902 196 2880 47 2833 2512 2487 42 321 300 274 249 227 203 183 149 83 66 43 2445 2420 2400 224 82 142 61 2176 81
internal_count=3121 219 2902 196 2880 47 2833 2512 2487 42 321 300 274 249 227 203 183 149 83 66 43 2445 2420 2400 224 82 142 61 2176 81
is_linear=0
shrinkage=0.1


Tree=8416
num_leaves=31
num_cat=0
split_feature=448 0 44 456 52 16 47 47 47 456 456 1445 1447 484 1374 1428 130 1 1 1447 160 1 480 1375 160 484 482 16 4 158
split_gain=4.49173e-10 1.00192e-09 4.60378e-10 5.33046e-10 1.86117e-09 2.06272e-09 6.82771e-10 6.11783e-09 4.24639e-09 8.89309e-10 9.88678e-10 1.06917e-09 9.20211e-10 7.72751e-10 7.3207e-10 7.32411e-10 6.90206e-10 7.87925e-10 7.23984e-09 6.77199e-09 4.23057e-09 3.19492e-09 2.2473e-09 2.02142e-09 1.60663e-09 1.92997e-09 6.09018e-09 1.88264e-09 3.88839e-09 1.88869e-09
threshold=0.068920000000000023 -0.26343999999999995 0.094585000000000016 0.091580000000000009 -0.0027449999999999996 -0.0092699999999999987 0.092710000000000015 0.09585500000000001 0.09055500000000001 0.089235000000000023 0.087555000000000008 0.077020000000000019 -0.10333499999999998 -0.088124999999999981 -0.096434999999999979 -0.071779999999999997 -0.23123999999999997 0.092235000000000025 0.093100000000000002 0.056670000000000005 -0.43215499999999996 0.094220000000000012 0.11144000000000001 0.087080000000000005 0.10908000000000002 -0.017214999999999998 0.098105000000000012 -0.08595499999999999 -0.00027999999999999998 0.083065000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 8 -8 9 10 11 12 -3 -9 -14 -16 -17 19 -19 22 -20 -22 23 -18 25 -23 27 28 -27 -29
right_child=-2 2 -4 4 -6 -7 7 13 -10 -11 -12 -13 14 -15 15 16 17 18 20 -21 21 24 -24 -25 -26 26 -28 29 -30 -31
leaf_value=5.5112445699368251e-07 -4.7237782382580915e-07 6.2552034666188541e-07 3.8697729091078753e-07 -8.1285882131965086e-07 7.9593213805700159e-07 5.2768897130693981e-07 -1.8484006053398615e-06 4.972435281445087e-07 1.453177871688638e-06 -5.6999373733950572e-07 5.0984579032145224e-07 -6.3674260209828159e-07 -4.6404860768234365e-07 -8.9328280663838965e-08 -4.9469484063517182e-07 5.732489636925277e-07 1.451796136650045e-08 -1.6682721318923251e-06 1.3700529688689824e-06 1.862395687339813e-06 -1.158166296241129e-06 7.4718608936674373e-07 -8.6115527163452378e-07 1.0016321228011381e-06 -8.8600878246411641e-07 1.4549854910228534e-06 -1.5982397142029943e-06 -2.0580759077809443e-07 1.0719218931825193e-07 6.4127135150838838e-07
leaf_weight=33 20 23 30 24 35 22 20 25 20 28 37 27 35 221 30 21 1711 28 21 20 26 33 29 21 21 24 24 285 198 29
leaf_count=33 20 23 30 24 35 22 20 25 20 28 37 27 35 221 30 21 1711 28 21 20 26 33 29 21 21 24 24 285 198 29
internal_value=0 3.05368e-09 -2.84148e-09 -6.69091e-09 2.46397e-07 -1.71727e-07 -1.36237e-08 -1.6646e-07 1.48396e-09 -9.38608e-09 -3.44699e-09 -1.07347e-08 -4.18094e-09 -2.97173e-08 -9.84727e-09 -3.54142e-09 2.37372e-09 -2.47988e-09 -9.32862e-08 3.26496e-08 -2.65697e-08 -7.23964e-08 1.18688e-08 2.64864e-08 -2.64192e-08 4.02158e-09 -3.9772e-08 3.00101e-08 2.529e-07 -1.27574e-07
internal_weight=0 3101 3068 3038 81 46 2957 266 2691 2671 2643 2606 2579 246 2556 2521 2491 2470 689 1781 661 640 1761 1732 614 593 560 536 222 314
internal_count=3121 3101 3068 3038 81 46 2957 266 2691 2671 2643 2606 2579 246 2556 2521 2491 2470 689 1781 661 640 1761 1732 614 593 560 536 222 314
is_linear=0
shrinkage=0.1


Tree=8417
num_leaves=31
num_cat=0
split_feature=130 12 0 160 12 482 482 51 150 15 3 49 160 160 49 376 4 484 483 457 33 0 4 3 1447 0 0 48 0 45
split_gain=5.18839e-10 9.73721e-10 4.99391e-10 4.99958e-10 1.79515e-09 3.87228e-09 2.22923e-09 1.33115e-09 2.42713e-09 2.17864e-09 2.33987e-09 1.68283e-09 2.70521e-09 1.27398e-09 3.16488e-09 3.04935e-09 1.03174e-09 9.65274e-10 1.34361e-09 8.26384e-10 8.04359e-10 9.50445e-10 1.21535e-09 3.86395e-09 7.43667e-10 7.38478e-10 2.72242e-09 2.06161e-09 1.67501e-09 2.30428e-09
threshold=-0.23647499999999996 0.23631000000000002 0.22582000000000002 0.086325000000000013 0.089570000000000025 -1.0000000180025095e-35 -0.23722499999999996 0.093135000000000009 0.088690000000000005 -0.010414999999999999 -0.086274999999999977 0.0021350000000000002 0.10648000000000001 0.062030000000000009 0.084075000000000025 0.083470000000000016 -0.0057249999999999992 -0.22549499999999997 -0.088629999999999987 -0.14249999999999999 -0.0066799999999999993 0.14486500000000005 -0.50940999999999981 0.083060000000000009 -0.10333499999999998 -0.14794999999999997 -0.14116499999999996 -0.072824999999999987 -0.26343999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 6 -6 -5 8 9 11 -11 12 16 17 15 -15 -8 -2 -19 -20 -21 22 23 -22 -24 27 -27 -26 -29 -30
right_child=1 -3 -4 4 5 -7 7 -9 -10 10 -12 -13 -14 14 -16 -17 -18 18 19 20 21 -23 24 -25 25 26 -28 28 29 -31
leaf_value=-5.0769463342703604e-07 6.1056049518107074e-07 6.6619577668544405e-07 -4.9952878322656602e-07 -1.2578836781074187e-06 1.4278869984578211e-06 -1.0119118523541704e-07 3.7019423657244152e-09 -7.4886490256563896e-07 9.0352623720204785e-07 -4.8900487204913849e-07 8.5353866966182289e-07 2.1772326365279236e-08 -1.6470683643309382e-06 -5.8232055766081566e-07 1.3424555486380997e-06 9.4192206028137229e-07 -9.0146221140230412e-07 -6.9077052233166933e-07 5.2748443872966765e-07 5.6398762762910337e-07 -1.2897632985746962e-06 5.1143480862135356e-07 4.9169730687026458e-07 4.3938662663833838e-07 -6.1518125111715886e-07 -8.7707918080038357e-07 -1.1957892277278352e-08 1.1559674857153368e-06 4.6921802090673896e-08 1.1924181453082385e-06
leaf_weight=20 26 22 20 20 22 67 34 33 23 21 34 53 22 35 25 21 20 28 30 25 28 35 30 24 29 37 2153 20 144 20
leaf_count=20 26 22 20 20 22 67 34 33 23 21 34 53 22 35 25 21 20 28 30 25 28 35 30 24 29 37 2153 20 144 20
internal_value=0 3.27775e-09 -1.45891e-09 1.79751e-09 -1.10857e-07 2.76783e-07 -2.43549e-07 -1.59022e-07 -6.49886e-08 -1.86053e-07 3.40931e-07 -4.10736e-07 -7.12354e-07 1.63054e-08 4.0692e-07 -1.07296e-08 -3.31544e-07 4.27052e-09 -1.78539e-09 5.70648e-09 -4.44142e-10 -6.04366e-09 -1.33321e-08 -4.91694e-07 -3.10816e-09 -9.28551e-09 -2.65741e-08 1.6847e-07 2.91981e-07 1.86616e-07
internal_weight=0 3101 3079 3059 349 89 260 240 207 184 55 129 76 2710 81 56 54 2629 2603 2575 2545 2520 2485 52 2433 2403 2190 213 184 164
internal_count=3121 3101 3079 3059 349 89 260 240 207 184 55 129 76 2710 81 56 54 2629 2603 2575 2545 2520 2485 52 2433 2403 2190 213 184 164
is_linear=0
shrinkage=0.1


Tree=8418
num_leaves=31
num_cat=0
split_feature=44 45 1456 1447 47 47 47 47 1452 158 1456 12 43 1456 403 403 1210 3 1210 1208 403 133 160 480 133 133 133 133 12 457
split_gain=5.06332e-10 1.72987e-09 5.90315e-10 6.20172e-10 5.94982e-10 6.17429e-09 4.67341e-09 1.2407e-09 5.9699e-10 7.26566e-10 7.93909e-10 3.28652e-09 2.87675e-09 1.7167e-09 2.64168e-09 1.26826e-09 1.2032e-09 6.52721e-09 1.33132e-09 7.25559e-10 1.13861e-09 7.17524e-10 5.07465e-09 3.569e-09 3.31748e-09 2.5882e-09 2.4299e-09 1.72668e-09 5.64574e-09 3.03265e-09
threshold=0.10049500000000001 0.084355000000000013 0.11772000000000001 0.090670000000000014 0.094460000000000002 0.091680000000000011 0.096770000000000009 0.089640000000000011 0.11396500000000002 -0.46695499999999995 0.088395000000000015 0.083715000000000026 -0.065269999999999981 0.085755000000000012 -0.55327499999999985 -0.54856499999999986 -0.13847499999999999 -0.082284999999999983 -0.090569999999999998 0.11846000000000001 -0.53101999999999994 0.085355000000000014 -0.53327999999999987 0.11303500000000001 0.085895000000000013 0.086365000000000011 0.084990000000000024 0.087495000000000003 0.083985000000000018 -0.086839999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 8 9 -1 13 -12 -13 14 -11 -16 17 -17 -18 20 -20 23 -23 26 -24 -26 -22 28 -27 -29
right_child=-2 -3 -4 -5 6 -7 -8 -9 -10 10 11 12 -14 -15 15 16 18 -19 19 -21 21 22 24 -25 25 27 -28 29 -30 -31
leaf_value=-4.1907892628282408e-07 -4.088389040172539e-07 9.0849285410989806e-07 -3.8878678400905278e-07 -5.0355697804131227e-07 -1.5309558671622821e-06 1.7291752750939589e-06 -1.3054290970597568e-08 -7.2348422527877283e-07 4.8196801150913446e-07 1.0832471532565884e-06 -6.5374204881584821e-07 7.8074822340568065e-08 1.5827705477515036e-06 -6.6074057043040653e-07 -7.6725045151501306e-07 1.8835428367935947e-06 -7.8931567513574837e-07 -4.9996089941302038e-07 -6.6609370651349308e-07 5.9559870557618095e-07 9.3925419644409097e-09 1.6702281951097575e-06 9.9788391911001138e-07 -1.2870960243948172e-06 -1.094401779138956e-06 -4.0229592260864005e-07 -1.0040860934997417e-06 -1.1761596233193154e-06 1.4200712388067e-06 2.4641174443155691e-08
leaf_weight=39 30 21 39 24 22 21 260 23 27 23 23 27 24 38 21 20 21 27 25 21 1655 20 35 22 21 34 24 22 34 478
leaf_count=39 30 21 39 24 22 21 260 23 27 23 23 27 24 38 21 20 21 27 25 21 1655 20 35 22 21 34 24 22 34 478
internal_value=0 3.97505e-09 -2.21221e-09 2.76186e-09 6.80298e-09 2.11126e-08 -1.31472e-07 7.84728e-09 1.41213e-08 9.36173e-09 1.57515e-08 3.38628e-07 7.86167e-07 6.34855e-09 1.64762e-08 6.58271e-09 1.31913e-08 5.14296e-07 3.42681e-09 1.03894e-08 5.20402e-09 1.23607e-08 1.0226e-07 -2.16752e-08 5.20045e-08 -4.20222e-09 -5.09435e-09 3.61045e-08 5.08888e-07 -2.81941e-08
internal_weight=0 3091 3070 3031 3007 2725 282 2704 2681 2654 2615 74 51 2541 2503 2480 2459 47 2412 2391 2370 2345 644 1701 624 589 1679 568 68 500
internal_count=3121 3091 3070 3031 3007 2725 282 2704 2681 2654 2615 74 51 2541 2503 2480 2459 47 2412 2391 2370 2345 644 1701 624 589 1679 568 68 500
is_linear=0
shrinkage=0.1


Tree=8419
num_leaves=31
num_cat=0
split_feature=12 4 1208 1208 1 1 0 43 123 45 45 1 9 33 376 9 4 376 474 51 12 2 156 474 3 474 474 1447 12 12
split_gain=5.37774e-10 1.06467e-09 4.90379e-10 8.00964e-10 4.61965e-10 1.82186e-09 1.28581e-09 1.71372e-09 1.29859e-09 9.47839e-10 8.77616e-10 1.13583e-09 9.10291e-10 1.88727e-09 8.25864e-10 7.87616e-10 8.93981e-09 6.72032e-10 6.83567e-10 3.22185e-09 2.37673e-09 3.92467e-09 5.50005e-09 2.61712e-09 9.66289e-10 2.54602e-09 9.62843e-10 1.16866e-09 8.99973e-10 3.72008e-09
threshold=0.23631000000000002 0.63113500000000011 0.12461500000000002 0.10737500000000001 0.13534000000000004 0.13756000000000004 -0.09515499999999999 -0.04890499999999999 0.090910000000000019 0.094030000000000016 1.0000000180025095e-35 0.13332000000000002 0.092235000000000011 -0.0066799999999999993 0.088470000000000007 -0.013509999999999999 0.053180000000000012 0.084985000000000019 0.087745000000000017 -0.14283999999999999 0.10149500000000002 0.11067500000000001 0.091555000000000011 0.088820000000000024 -0.082879999999999995 0.09550500000000002 0.085860000000000006 -0.10333499999999998 0.084535000000000013 0.084290000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -6 -7 8 -8 10 11 12 13 -1 15 16 -15 18 26 -20 21 22 23 -21 -25 -26 27 -17 29 -29
right_child=-2 -3 -4 -5 5 6 7 -9 -10 -11 -12 -13 -14 14 -16 17 -18 -19 19 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=8.544796934564567e-07 -4.8175681893988676e-07 6.1742141822053656e-07 -4.9557039190517575e-07 5.5387995799422317e-07 -8.3088354661716354e-07 5.7510531393726685e-07 -1.2082655454529837e-06 2.1315415867206868e-07 -8.2355215909046834e-08 -6.0753357740850339e-07 6.7099887587573906e-07 7.5715998150371887e-07 -5.7696210236431237e-07 1.4889454394998818e-06 -5.5185742248206094e-07 6.0393966255863542e-07 -1.2404940605392767e-06 5.1262881447655682e-07 1.3377354640570481e-06 1.233599279463046e-06 -9.2061600051475478e-07 1.0622213147527012e-06 -1.3382167030379882e-06 4.0830138890631438e-07 -1.1010231394886267e-06 2.5743062308634223e-07 -5.5220063088387067e-07 -7.3834004057868324e-08 1.4886950369475917e-08 -1.2718757606880563e-06
leaf_weight=26 23 28 20 26 33 30 21 50 20 25 20 20 27 30 27 30 20 25 21 21 23 38 28 36 22 37 34 647 1686 27
leaf_count=26 23 28 20 26 33 30 21 50 20 25 20 20 27 30 27 30 20 25 21 21 23 38 28 36 22 37 34 647 1686 27
internal_value=0 3.57866e-09 -2.01991e-09 1.21649e-09 -3.53525e-09 -1.72266e-07 7.35691e-09 -1.79813e-07 -6.59041e-07 5.5186e-09 1.09057e-08 6.23248e-09 8.78269e-10 6.49443e-09 -1.51706e-09 3.93585e-09 3.9717e-07 -3.41431e-09 -8.28264e-09 1.58051e-07 3.7205e-08 1.58248e-07 -8.03001e-08 2.23335e-07 1.34104e-11 -2.49111e-07 -2.37906e-08 -1.62735e-08 -2.41576e-08 -1.21827e-07
internal_weight=0 3098 3070 3050 3024 154 121 91 41 2870 2845 2825 2805 2778 2752 2725 50 2675 2650 226 205 182 144 116 95 59 2424 2390 2360 674
internal_count=3121 3098 3070 3050 3024 154 121 91 41 2870 2845 2825 2805 2778 2752 2725 50 2675 2650 226 205 182 144 116 95 59 2424 2390 2360 674
is_linear=0
shrinkage=0.1


Tree=8420
num_leaves=31
num_cat=0
split_feature=1429 1420 475 475 474 475 475 156 475 1371 13 1445 475 4 50 1420 1420 157 157 52 156 157 0 2 156 2 133 13 1 45
split_gain=5.11147e-10 1.40318e-09 9.16249e-10 1.45394e-09 1.29192e-09 1.04386e-09 7.02386e-10 2.53581e-09 2.50205e-09 2.37525e-09 4.66655e-09 1.76193e-09 7.84754e-10 2.98855e-09 6.74873e-10 6.4677e-10 9.9583e-10 6.74336e-10 3.41286e-09 3.10904e-09 1.85905e-09 2.44596e-09 1.41225e-09 1.84078e-09 2.62019e-09 2.25712e-09 2.7233e-09 1.90325e-09 1.86691e-09 8.91422e-10
threshold=0.12521000000000002 -0.086589999999999986 -0.50059999999999982 -0.24431999999999998 -0.14697499999999997 -0.10664 -0.086304999999999979 0.087610000000000007 -0.085774999999999976 0.083235000000000017 -0.082574999999999982 0.077020000000000019 -0.08466499999999999 -0.010024999999999997 0.14794500000000002 -0.08341999999999998 -0.078304999999999986 -0.0045449999999999996 -0.04831499999999999 -0.55061999999999989 0.08426500000000002 0.086545000000000011 0.041630000000000007 0.10402500000000002 -0.065739999999999979 0.091265000000000013 0.085355000000000014 -0.082904999999999993 0.103565 0.094030000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 -8 11 -11 12 13 -10 15 -14 -17 18 19 -18 29 -22 23 24 -21 26 27 -26 -25 -19
right_child=-2 2 3 4 5 6 8 -9 9 10 -12 -13 14 -15 -16 16 17 20 -20 22 21 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-8.1789788087657415e-07 5.0392263631238174e-07 6.7695468828787854e-07 -6.948477148209047e-07 7.3553332432159857e-07 -7.2111662547058591e-07 -1.0628446508083773e-07 -1.1182581700097672e-06 1.2037363520986136e-06 4.5528162353036803e-07 1.7172703757711611e-06 -3.4455036681958432e-07 -9.1975405428543354e-07 5.1657673157023966e-07 -1.2337140152464022e-06 -5.7274275661711731e-07 -6.6445926759942351e-07 -9.7377732917838908e-07 1.639059806703634e-08 1.2235781506812298e-06 1.3170733968168169e-06 -1.4323330645993337e-06 -1.6996353579226267e-07 9.6083841807370626e-07 -1.1504563032360694e-06 -6.9391319182334263e-07 -6.8459334100014406e-07 1.1012243598784722e-06 3.3302492483753053e-07 -2.4920267297342694e-08 -5.8398265787218413e-07
leaf_weight=21 20 20 30 24 20 45 20 22 20 23 21 21 25 22 20 22 27 2298 27 21 20 66 20 20 26 28 32 59 56 25
leaf_count=21 20 20 30 24 20 45 20 22 20 23 21 21 25 22 20 22 27 2298 27 21 20 66 20 20 26 28 32 59 56 25
internal_value=0 -3.24764e-09 2.30679e-09 -2.10267e-09 4.75619e-09 -1.07836e-09 3.7444e-09 3.23872e-07 -3.6035e-09 4.08643e-09 7.3322e-07 -7.15065e-09 -3.88242e-10 -4.2943e-07 6.06583e-09 1.02419e-08 5.63387e-09 1.10438e-08 1.48394e-07 4.79445e-08 -6.97311e-09 -4.63538e-07 1.53236e-07 8.64925e-08 2.73107e-07 1.21912e-07 3.14922e-07 1.89027e-08 -3.21114e-07 9.92941e-09
internal_weight=0 3101 3080 3060 3030 3006 2986 67 2919 2899 44 2855 2834 42 2792 2772 2747 2725 316 289 2409 86 262 242 166 145 117 85 76 2323
internal_count=3121 3101 3080 3060 3030 3006 2986 67 2919 2899 44 2855 2834 42 2792 2772 2747 2725 316 289 2409 86 262 242 166 145 117 85 76 2323
is_linear=0
shrinkage=0.1


Tree=8421
num_leaves=31
num_cat=0
split_feature=1429 156 11 52 11 12 15 15 15 133 43 133 13 15 1208 480 42 15 16 1208 1212 1210 3 49 1452 52 402 129 130 13
split_gain=5.82675e-10 1.66716e-09 5.0331e-10 2.65515e-09 1.34166e-09 6.49044e-10 5.95615e-10 2.74877e-09 1.75487e-09 1.28151e-09 4.14238e-09 1.35065e-09 8.42762e-10 8.06071e-10 1.0117e-09 9.20071e-10 7.92579e-10 7.04895e-09 1.67466e-09 9.96538e-10 8.67589e-10 9.78619e-10 9.23429e-10 3.02641e-09 2.15017e-09 1.6085e-09 2.18031e-09 2.72009e-09 1.97726e-09 2.42307e-09
threshold=-0.23752499999999996 0.32523500000000005 0.090920000000000015 -0.51296999999999993 0.086595000000000019 0.10742000000000002 0.12044500000000001 0.11773500000000002 0.11461000000000002 1.0000000180025095e-35 -0.071629999999999985 0.10397500000000001 -0.0057949999999999989 0.11171000000000002 0.11846000000000001 -0.089354999999999976 0.120215 0.090455000000000021 -0.08231999999999999 0.10233500000000001 0.13795000000000002 -0.14310999999999999 -0.094874999999999987 0.10877000000000002 -0.069739999999999983 -0.065544999999999978 0.087880000000000014 0.085790000000000019 0.084355000000000027 0.021350000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -5 7 8 13 10 -8 -11 -12 14 15 -2 19 18 -18 20 21 -17 23 25 -24 -23 27 28 29 -27
right_child=1 -3 3 5 -6 -7 9 -9 -10 11 12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.1281797310438873e-07 -6.274701407941545e-07 9.1369934182239379e-07 -1.2505001211593481e-06 -2.6304517408703987e-07 6.1141945475955915e-07 3.6006605759959192e-07 1.6687082592170556e-06 -9.8077387809976703e-07 6.7277034839949732e-07 -6.7528686341889761e-07 -3.8384338394179298e-07 3.2564138133953488e-07 4.3989932185408893e-07 -5.1850735868327088e-07 6.8572034809308434e-07 -5.4950834524016971e-07 7.462955236845911e-07 -1.8932262857366107e-06 -2.9313909246939737e-07 6.0851299121235644e-07 5.3244523838221395e-07 -2.1842519022136216e-07 -1.0095848086745139e-06 1.2837593326961185e-06 -1.5897441207641006e-08 8.6645145177877528e-07 -6.8207409158375132e-07 1.422232669294014e-06 -5.3612085954729743e-07 2.4010980692868963e-08
leaf_weight=22 24 20 20 32 36 35 21 29 38 26 27 28 23 31 21 33 31 21 31 27 30 121 22 22 2136 58 23 21 29 83
leaf_count=22 24 20 20 32 36 35 21 29 38 26 27 28 23 31 21 33 31 21 31 27 30 121 22 22 2136 58 23 21 29 83
internal_value=0 3.64342e-09 -2.26796e-09 -2.39369e-07 4.62637e-09 6.24607e-08 -2.76353e-09 -1.21958e-08 -2.17125e-09 2.10858e-07 4.90096e-07 -1.56287e-07 -4.92174e-09 -1.14505e-08 -5.69901e-09 -1.10529e-08 -5.5492e-09 -3.09758e-07 2.26578e-07 4.14344e-09 -2.18626e-09 -8.48098e-09 -1.38202e-09 1.47597e-07 -2.60277e-08 7.29831e-08 2.37751e-07 3.48516e-07 2.1588e-07 3.70547e-07
internal_weight=0 3099 3079 87 2992 67 2956 2831 2802 125 71 54 50 2764 2733 2712 2688 83 62 2605 2578 2548 2515 357 2158 335 214 191 170 141
internal_count=3121 3099 3079 87 2992 67 2956 2831 2802 125 71 54 50 2764 2733 2712 2688 83 62 2605 2578 2548 2515 357 2158 335 214 191 170 141
is_linear=0
shrinkage=0.1


Tree=8422
num_leaves=31
num_cat=0
split_feature=1208 1208 12 4 1429 156 1426 1429 3 3 1429 475 1429 156 50 50 4 45 11 33 34 2 0 3 124 0 0 52 13 1
split_gain=4.98029e-10 7.94393e-10 4.86042e-10 8.57231e-10 4.66025e-10 1.36023e-09 4.43135e-10 5.49655e-10 1.25972e-09 1.87335e-09 6.7109e-10 7.37705e-10 9.36202e-10 7.32591e-10 5.8626e-10 1.26742e-09 1.25879e-09 6.75748e-10 2.55444e-09 1.31733e-09 7.45781e-10 7.87583e-10 4.39917e-09 6.6952e-10 9.68926e-10 6.67724e-10 3.12391e-09 1.32456e-09 6.7054e-10 2.17371e-09
threshold=0.11531000000000001 0.10233500000000001 0.23631000000000002 0.63113500000000011 -0.23752499999999996 0.32523500000000005 -0.085619999999999988 -0.066319999999999976 -0.082154999999999992 -0.073309999999999986 -0.0091699999999999993 0.051590000000000004 0.12387000000000002 -0.093169999999999989 0.13767000000000004 0.13522500000000001 -0.011884999999999998 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 -0.112215 -0.0050599999999999994 -0.093584999999999988 -0.13309499999999996 -0.076779999999999987 0.11070500000000001 0.051010000000000007 0.095415000000000014 -0.17933499999999997 0.092845000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 -8 -10 -9 12 13 -12 15 17 -16 18 -15 -20 -21 22 -22 -24 -25 26 28 -27 29 -23
right_child=-2 -3 -4 -5 5 -7 7 10 9 -11 11 -13 -14 14 16 -17 -18 -19 19 20 21 25 23 24 -26 27 -28 -29 -30 -31
leaf_value=-4.6153615988425208e-07 -4.1247956272039533e-07 4.9952744234360586e-07 -4.5928316358581276e-07 5.5290783822492535e-07 -4.7425577733406497e-07 8.2232935312731563e-07 7.9490539235393958e-07 -5.2458859727266833e-07 -7.7480930144702158e-07 5.4850950253699409e-07 5.8321193055884836e-07 4.2772086156872277e-07 -6.7539709965287678e-07 9.8165138775986903e-07 1.4412473584002329e-07 7.896416602193312e-07 -8.6978617363323945e-07 -5.4908309474068006e-07 -7.2270102359303009e-07 -6.1569954482365582e-07 1.5249312200053697e-06 -1.1410485326864133e-06 4.2296918394413298e-07 9.1549775695718638e-08 -6.6941798624813801e-07 1.2246203006762532e-08 -1.092947669618567e-06 9.779568256362835e-07 5.2205250007484552e-10 -3.3385206946697812e-08
leaf_weight=22 29 32 23 28 20 20 28 25 20 23 21 39 21 26 25 20 24 23 26 20 22 22 23 44 27 49 27 20 2281 91
leaf_count=22 29 32 23 28 20 20 28 25 20 23 21 39 21 26 25 20 24 23 26 20 22 22 23 44 27 49 27 20 2281 91
internal_value=0 3.86763e-09 -1.31574e-09 2.15257e-09 -2.97244e-09 4.04999e-10 -5.13544e-09 -1.95173e-09 2.72914e-07 -6.69876e-08 -8.73735e-09 -4.21393e-09 -1.02045e-08 -5.19946e-09 -9.66034e-09 -3.48673e-09 -3.52485e-07 -9.35958e-09 -4.72416e-09 -1.43945e-08 -7.38157e-09 -2.71298e-09 2.51989e-07 -4.59341e-08 -1.97832e-07 -1.45786e-08 -2.33209e-08 2.92162e-07 -1.12574e-08 -2.49036e-07
internal_weight=0 3092 3060 3037 3009 2987 2967 2947 71 43 2876 2851 2812 2791 2770 2721 49 2701 2678 2652 2626 2606 116 94 71 2490 2421 69 2394 113
internal_count=3121 3092 3060 3037 3009 2987 2967 2947 71 43 2876 2851 2812 2791 2770 2721 49 2701 2678 2652 2626 2606 116 94 71 2490 2421 69 2394 113
is_linear=0
shrinkage=0.1


Tree=8423
num_leaves=31
num_cat=0
split_feature=11 142 147 147 39 43 12 39 132 1185 1203 15 4 0 159 9 10 147 42 14 158 9 12 12 12 42 16 479 51 4
split_gain=5.65547e-10 4.65024e-10 6.03841e-10 6.99288e-10 6.28535e-10 1.27252e-09 1.25745e-09 1.04928e-09 6.37832e-10 2.39208e-09 1.6186e-09 7.27289e-10 8.20828e-10 2.05075e-09 1.14186e-09 7.86464e-10 2.9632e-09 7.63527e-10 8.24382e-10 7.30836e-10 2.29512e-09 6.33239e-10 6.50255e-10 3.64273e-09 2.18883e-09 5.6008e-09 5.58509e-09 2.79428e-09 1.61782e-09 2.74177e-09
threshold=-0.072629999999999986 -0.057499999999999989 0.099730000000000027 0.093875000000000014 0.11365500000000002 -0.23229999999999998 -0.069644999999999985 0.10940500000000002 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.56368999999999991 0.50996500000000011 -0.064339999999999994 0.10644500000000001 0.092235000000000011 0.0036750000000000007 0.08845500000000002 0.082810000000000009 -0.31455999999999995 -0.47382999999999992 0.085355000000000014 0.094580000000000011 0.095175000000000023 0.09364500000000002 0.095185000000000006 -0.040964999999999994 0.10951000000000001 0.092790000000000011 -0.078439999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -7 8 10 -10 -3 -11 15 14 -14 16 17 19 -19 -13 -21 22 24 -24 27 26 -26 -22 -25 -30
right_child=1 2 -4 -5 5 6 -8 -9 9 11 -12 12 13 -15 -16 -17 -18 18 -20 20 21 -23 23 28 25 -27 -28 -29 29 -31
leaf_value=-5.1719891032354061e-07 -4.5461568809266536e-07 -5.5749427100269787e-08 4.139300905987082e-07 -5.1442853445083663e-07 -8.9917669791485315e-07 -4.8192116846324933e-07 6.0225545752246033e-07 7.1758413198386694e-07 1.0844367395856398e-06 5.9920320046287437e-07 -8.9755325444794113e-07 5.3304997891245878e-07 -3.7116658520938803e-07 -1.0800134210361043e-06 5.8422617092384667e-07 -5.4035942230257205e-07 1.1532075236771009e-06 8.0476043149246839e-07 -4.5130902511421789e-08 -1.0668146666148459e-06 3.4799042803451626e-08 -5.2532003358216819e-07 -1.0836147615290269e-06 -8.1313977486093367e-08 2.4704682540946773e-06 -5.4476545615719154e-07 1.3549178532912264e-07 -1.1255145324184924e-06 1.4248867424626611e-06 2.2415919061032861e-08
leaf_weight=21 22 188 36 26 23 23 20 21 21 21 26 26 29 24 22 25 23 25 21 20 1778 22 34 470 21 26 20 21 20 46
leaf_count=21 22 188 36 26 23 23 20 21 21 21 26 26 29 24 22 25 23 25 21 20 1778 22 34 470 21 26 20 21 20 46
internal_value=0 3.50483e-09 6.77925e-09 1.96089e-09 6.41253e-09 -2.9879e-07 2.2347e-08 1.32408e-08 8.19087e-09 2.12922e-08 -1.58025e-07 1.30049e-08 8.39951e-09 -3.17749e-07 4.09636e-08 1.78149e-08 2.32383e-08 1.30464e-08 4.16767e-07 5.6298e-09 9.5933e-11 8.77706e-09 1.36006e-08 -7.988e-08 4.21558e-08 6.0337e-07 1.33146e-06 2.12545e-08 -1.62103e-08 4.47407e-07
internal_weight=0 3100 3078 3042 3016 66 43 2950 2929 2715 214 2694 2673 75 51 2598 2573 2550 46 2504 2478 2458 2436 570 1866 67 41 1799 536 66
internal_count=3121 3100 3078 3042 3016 66 43 2950 2929 2715 214 2694 2673 75 51 2598 2573 2550 46 2504 2478 2458 2436 570 1866 67 41 1799 536 66
is_linear=0
shrinkage=0.1


Tree=8424
num_leaves=31
num_cat=0
split_feature=1429 1420 1429 156 474 153 97 104 9 9 33 11 9 33 1455 43 16 1455 482 483 13 1456 39 1455 132 50 1185 1203 15 131
split_gain=4.63325e-10 1.14758e-09 9.32297e-10 9.97754e-10 1.00389e-09 9.62146e-10 6.53292e-10 9.10651e-10 8.35005e-10 1.62327e-09 9.77899e-10 2.11704e-09 1.12778e-09 2.43537e-09 6.2222e-10 2.67198e-09 1.62126e-09 6.35783e-10 6.85554e-10 3.25953e-09 7.10115e-09 1.84366e-09 1.82492e-09 6.07207e-10 5.64145e-10 1.39096e-08 7.76754e-09 1.77052e-09 5.67325e-10 2.65866e-09
threshold=0.12521000000000002 -0.086589999999999986 0.11475 0.3248100000000001 0.11421000000000002 1.0000000180025095e-35 -0.086464999999999986 0.089050000000000004 -0.085744999999999988 -0.013509999999999999 0.085305000000000006 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 -0.09534999999999999 -0.013024999999999998 0.058835000000000005 -0.088874999999999982 0.090355000000000005 0.10143000000000001 -0.079299999999999995 -0.045159999999999999 0.15619500000000003 -1.0000000180025095e-35 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089165000000000008 0.094425000000000023 0.09055500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -8 -10 11 -11 13 -13 15 16 -15 -16 22 20 -20 -21 23 -19 25 27 -26 -25 -28 -30
right_child=-2 2 -4 -5 -6 -7 7 -9 9 10 -12 12 -14 14 17 -17 -18 18 19 21 -22 -23 -24 24 26 -27 28 -29 29 -31
leaf_value=-7.3982208962639746e-07 4.7976768769331101e-07 -5.535551246166073e-07 6.1011530078758374e-07 -7.070454148916384e-07 6.5974307823995808e-07 -5.6692561021994456e-07 -5.3233972215789908e-07 6.7867024597489947e-07 8.4369635062656654e-07 1.0307183680424716e-06 -6.4919497469378737e-07 1.0533975889550427e-06 -5.5789126452370708e-07 1.3896206959478669e-06 -5.2248554330465895e-07 -6.1318486738552267e-07 1.4701822367767039e-07 -4.2211689865163351e-07 -8.0652246827019166e-08 4.0554860788688527e-07 2.2216798083177092e-06 -8.259363767137984e-07 -9.6737662516943609e-07 -4.161733841798988e-09 -1.8868143312806236e-06 2.6613185497126326e-06 -1.8811761023149122e-08 -9.7972592649447109e-07 2.1466555086282154e-07 -7.8908614260979386e-07
leaf_weight=21 20 21 25 20 23 30 29 20 23 20 23 22 36 21 24 21 21 35 37 20 21 31 20 163 22 20 1989 21 293 29
leaf_count=21 20 21 25 20 23 30 29 20 23 20 23 22 36 21 24 21 21 35 37 20 21 31 20 163 22 20 1989 21 293 29
internal_value=0 -3.09526e-09 1.92788e-09 -3.04911e-09 1.59008e-09 -3.43566e-09 2.23325e-09 6.17502e-09 1.60177e-09 6.91919e-09 2.57409e-10 5.46934e-09 -1.7355e-09 5.38963e-09 -2.88016e-09 3.07818e-07 7.68319e-07 -1.00633e-08 -5.5101e-09 2.40166e-07 7.52951e-07 -3.43001e-07 -1.58414e-08 -8.4422e-09 -2.73521e-09 1.56734e-07 -1.66794e-08 -1.15503e-07 1.12372e-09 1.24266e-07
internal_weight=0 3101 3080 3055 3035 3012 2982 2961 2941 2912 2889 2866 2846 2810 2788 63 42 2725 2701 109 58 51 2592 2572 2537 204 2333 184 2311 322
internal_count=3121 3101 3080 3055 3035 3012 2982 2961 2941 2912 2889 2866 2846 2810 2788 63 42 2725 2701 109 58 51 2592 2572 2537 204 2333 184 2311 322
is_linear=0
shrinkage=0.1


Tree=8425
num_leaves=31
num_cat=0
split_feature=11 132 1185 15 1186 1213 403 3 4 2 132 142 148 147 147 2 2 2 480 402 4 403 2 13 15 2 4 2 2 4
split_gain=6.08642e-10 4.63664e-10 2.7991e-09 1.01402e-09 9.78329e-10 6.28693e-10 5.79929e-10 6.19501e-10 7.6521e-10 7.06579e-10 2.07868e-09 4.78549e-10 5.73548e-10 8.74016e-10 1.92822e-09 4.94171e-10 5.15643e-09 5.04521e-09 4.39514e-09 1.80272e-09 6.99584e-09 4.61478e-09 2.13009e-09 5.75308e-09 6.27953e-09 1.79318e-09 1.49769e-09 3.09881e-09 6.77255e-09 3.84091e-09
threshold=-0.072629999999999986 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.086260000000000017 -0.088034999999999988 -0.092174999999999993 -0.082769999999999982 0.089320000000000024 -0.41094499999999995 -0.057499999999999989 0.099425000000000013 0.097985000000000017 0.092070000000000013 0.093320000000000014 0.093680000000000013 0.092635000000000009 0.11144000000000001 -0.064959999999999976 -0.072334999999999997 -0.44023999999999991 0.096325000000000008 -0.01163 -0.03241999999999999 0.097220000000000015 -0.012164999999999999 0.090175000000000019 0.089725000000000013 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 -8 -9 -10 -11 -4 13 14 15 17 -17 18 26 20 -18 -22 23 24 -21 -24 -13 28 -28 -29
right_child=1 2 11 -5 -6 -7 7 8 9 10 -12 12 -14 -15 -16 16 19 -19 -20 22 21 -23 25 -25 -26 -27 27 29 -30 -31
leaf_value=-5.3654542217004969e-07 -4.5987571356504459e-07 1.1646699319845495e-06 -4.6969128918915112e-07 -7.355573625318358e-07 -7.0462316646821172e-07 4.931377372230372e-07 -4.5736487027711741e-07 6.7699757957078484e-07 -3.2247133538098264e-07 1.0233851016039354e-06 -3.569992691391614e-07 -4.4225365025220844e-08 4.863026430257378e-07 -5.4094585879801313e-07 8.6803408757637392e-07 -1.6423250600894333e-06 2.0513963363555376e-06 1.2237026018218397e-06 -1.4269418762697094e-06 -1.2106552207335358e-07 -1.3421870693264283e-06 5.828598837138778e-07 6.7451984116851735e-07 5.117193814956838e-07 -2.1200812930051902e-06 -3.7758605336511834e-08 1.3955216322156006e-07 1.6829571783156488e-06 -1.6911891927000918e-06 1.9121653783334601e-07
leaf_weight=21 29 21 21 25 21 24 21 21 37 20 24 1052 25 29 26 20 20 35 21 33 20 33 37 36 30 790 535 28 21 45
leaf_count=21 29 21 21 25 21 24 21 21 37 20 24 1052 25 29 26 20 20 35 21 33 20 33 37 36 30 790 535 28 21 45
internal_value=0 3.63324e-09 1.43744e-08 -1.35615e-07 -5.94803e-08 1.7497e-08 -5.76041e-08 3.72404e-08 1.39071e-07 -3.91603e-10 2.70448e-07 5.91932e-09 9.44112e-09 5.20009e-09 1.08932e-08 2.80697e-09 -5.24786e-08 3.52399e-08 1.08003e-08 -2.06499e-08 4.57789e-07 -1.43573e-07 -5.83669e-08 -4.96724e-07 -1.07298e-06 -5.89125e-09 2.87614e-08 1.50831e-07 7.04055e-08 7.63391e-07
internal_weight=0 3100 2878 222 197 176 152 123 102 81 44 2857 2836 2811 2782 2756 1019 1737 1702 999 73 53 926 99 63 827 1681 629 556 73
internal_count=3121 3100 2878 222 197 176 152 123 102 81 44 2857 2836 2811 2782 2756 1019 1737 1702 999 73 53 926 99 63 827 1681 629 556 73
is_linear=0
shrinkage=0.1


Tree=8426
num_leaves=31
num_cat=0
split_feature=11 401 2 1447 160 0 1447 1446 484 42 52 1447 399 2 132 133 1209 47 1 33 1 43 133 15 12 1210 401 4 43 1213
split_gain=4.92993e-10 4.96307e-10 5.64475e-10 4.74746e-09 3.39176e-09 7.88198e-09 4.66355e-09 3.81735e-09 3.57872e-09 2.6828e-09 3.4889e-09 2.49686e-09 2.40182e-09 2.4268e-09 2.6777e-09 2.42127e-09 2.28683e-09 2.01356e-09 1.29664e-08 6.14441e-09 2.999e-09 1.67896e-09 3.57935e-09 3.16632e-09 5.10549e-09 2.42295e-09 2.12288e-09 1.84093e-09 3.10474e-09 4.69681e-09
threshold=-0.072629999999999986 -0.47263499999999997 0.084415000000000004 1.0000000180025095e-35 -0.52439499999999983 -0.085804999999999979 -0.086279999999999982 0.083715000000000026 -0.011244999999999998 0.088060000000000013 -0.010739999999999998 0.059120000000000013 0.091580000000000009 0.084245000000000014 -0.083284999999999984 -0.016679999999999997 -0.087714999999999987 0.094160000000000008 0.093205000000000024 -1.0000000180025095e-35 0.10727500000000002 -0.013024999999999998 -0.038089999999999992 -0.10203999999999998 0.082095000000000015 -0.056299999999999996 0.091320000000000026 -0.076229999999999978 0.062770000000000006 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 8 9 10 -8 -4 13 14 15 -10 -16 19 -19 -18 -20 22 -21 -23 -25 -24 27 28 29 -26
right_child=1 2 11 -5 6 -7 7 -9 12 -11 -12 -13 -14 -15 16 -17 17 18 20 21 -22 23 25 24 26 -27 -28 -29 -30 -31
leaf_value=-4.8289087278671361e-07 -4.4971670855413023e-07 -3.4318641464482348e-07 -3.4521350072553177e-08 -1.4528368416222294e-06 -1.448495672207173e-06 2.3043916598908256e-06 -2.0036843090245137e-06 1.0627969027737915e-06 -1.5098432643867457e-06 9.640813658506887e-09 -1.7876972087549349e-07 8.8425104081579777e-07 1.1258356197916072e-06 1.1734846965794078e-06 1.1606930115704018e-06 -3.3652441743470266e-08 -1.4198170604153159e-06 2.4094329843977065e-06 -1.1008215293391763e-06 -1.2996296468579453e-06 2.4655891887153496e-07 1.2501495983012016e-06 -1.0339494322408883e-06 -1.2153201746893198e-06 3.7133981615105383e-07 1.0906942592316905e-07 -4.3777294936094052e-07 -9.8699403849877862e-08 -2.6039449859841367e-07 2.1089756168229151e-06
leaf_weight=21 24 23 2106 20 20 22 22 39 20 40 20 30 23 20 20 25 29 26 24 22 53 30 20 24 35 255 27 32 21 28
leaf_count=21 24 23 2106 20 20 22 22 39 20 40 20 30 23 20 20 25 29 26 24 22 53 30 20 24 35 255 27 32 21 28
internal_value=0 3.26636e-09 6.80069e-09 7.13759e-08 1.04511e-07 9.51185e-07 6.09677e-08 9.62768e-08 5.00828e-08 -5.76473e-07 -1.13468e-06 -2.16172e-08 1.2008e-07 8.75446e-08 5.61136e-08 -6.89737e-07 1.08069e-07 7.4439e-08 4.78574e-07 -5.15173e-09 -1.73404e-07 7.78954e-08 -7.22496e-08 3.04256e-07 1.34335e-07 2.59408e-08 3.60851e-07 5.46737e-07 7.92618e-07 1.14362e-06
internal_weight=0 3100 3076 940 920 45 875 855 816 82 42 2136 734 711 691 45 646 626 103 523 77 494 297 197 167 275 143 116 84 63
internal_count=3121 3100 3076 940 920 45 875 855 816 82 42 2136 734 711 691 45 646 626 103 523 77 494 297 197 167 275 143 116 84 63
is_linear=0
shrinkage=0.1


Tree=8427
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 50 16 2 52 403 132 1429 156 1447 157 1446 472 15 1447 1453 1455 475 51 475 2 156 1453 158 158 0 480
split_gain=5.14075e-10 1.23782e-08 7.38774e-09 9.73848e-10 4.6148e-10 4.76939e-10 1.31307e-09 6.054e-10 5.49436e-10 5.40929e-10 4.42202e-10 1.27138e-09 4.4741e-10 1.41371e-09 1.50243e-09 1.37031e-09 1.83669e-09 6.61766e-10 8.90105e-10 1.01772e-09 6.55253e-10 5.73577e-09 2.75089e-09 1.43767e-09 1.87633e-09 7.3546e-10 1.1137e-09 1.40473e-09 1.35567e-09 7.52419e-10
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.085960000000000023 0.093975000000000017 -0.071854999999999988 0.097070000000000004 -1.0000000180025095e-35 -0.020569999999999995 -0.088439999999999977 -0.23752499999999996 0.32523500000000005 -0.086849999999999997 -0.081579999999999986 0.037915000000000011 -0.082054999999999975 -0.07879499999999999 -0.086219999999999977 -0.085794999999999982 -0.24112999999999998 -0.086279999999999982 -0.085734999999999992 -0.085599999999999996 0.08708500000000001 0.094415000000000013 -0.079499999999999987 0.11245500000000001 0.12394500000000001 -0.082394999999999982 0.086995000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 8 -7 9 -1 -4 12 13 -12 -15 16 -14 -17 -19 -20 21 23 -22 -21 -25 -24 29 -28 -29 -27
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leaf_value=-3.6265729221440777e-07 -1.8366985200786574e-06 2.397447535946123e-06 -4.6578921555351375e-07 -6.3864676095277148e-07 -4.6198632681182516e-07 1.3057217333410117e-08 -8.0030689446175536e-07 7.2822055138033196e-07 4.5302824698355519e-07 3.0873979142143074e-07 9.1644572638539436e-07 8.0057478982098471e-07 -1.1312412125334959e-06 6.1928959209838117e-07 -4.0472656741329912e-07 4.8679819510003402e-07 8.0927908015837616e-08 -5.5289755092134922e-07 7.1478894085430518e-07 7.2119865026008618e-07 1.177294768126558e-06 -1.6445855285210001e-06 4.761490353777376e-07 -6.1591367057189932e-07 5.3208513056309428e-07 1.927051615945584e-08 -9.2695455820560337e-07 -7.0468998898610115e-07 3.1162148210179505e-07 -2.3768569349158497e-07
leaf_weight=30 22 22 20 29 20 29 20 20 29 20 22 20 25 23 38 28 25 29 20 28 20 23 32 35 24 2263 29 21 35 120
leaf_count=30 22 22 20 29 20 29 20 20 29 20 22 20 25 23 38 28 25 29 20 28 20 23 32 35 24 2263 29 21 35 120
internal_value=0 1.47731e-07 -1.11558e-08 -1.03506e-07 -1.11303e-08 4.97961e-08 -7.64974e-08 3.04961e-07 1.06746e-07 -9.40985e-08 2.78928e-09 6.06606e-09 4.70923e-10 2.29227e-07 -1.86221e-08 -6.41583e-09 -5.25157e-07 3.16564e-09 -1.88912e-09 4.14078e-09 -1.26338e-09 -2.40171e-07 9.16513e-09 1.31111e-07 -1.48931e-07 -1.79902e-10 -6.35597e-09 -3.6204e-07 -6.94953e-08 6.33105e-09
internal_weight=0 219 2902 197 168 148 99 49 79 50 2880 2860 2840 83 61 2757 50 2707 2679 2650 2630 110 2520 87 59 2500 2468 85 56 2383
internal_count=3121 219 2902 197 168 148 99 49 79 50 2880 2860 2840 83 61 2757 50 2707 2679 2650 2630 110 2520 87 59 2500 2468 85 56 2383
is_linear=0
shrinkage=0.1


Tree=8428
num_leaves=31
num_cat=0
split_feature=156 472 1429 471 1452 403 484 13 43 13 50 4 1 1210 13 1208 0 403 1455 482 43 400 132 50 1204 133 403 402 130 130
split_gain=4.63395e-10 7.1254e-10 5.26146e-10 7.01629e-10 4.5476e-10 4.61502e-10 2.90823e-09 4.36001e-09 7.48299e-09 3.73151e-09 2.84939e-09 4.13949e-09 2.06827e-09 3.32419e-09 1.40343e-09 2.98955e-09 2.28513e-09 1.37095e-09 1.05534e-09 1.17993e-09 1.13676e-09 9.70936e-10 2.16164e-09 1.92139e-08 1.67235e-08 2.01832e-09 1.27303e-09 9.68867e-10 2.623e-09 1.75123e-09
threshold=0.3248100000000001 -0.095174999999999996 0.12387000000000002 0.10277000000000001 -0.073879999999999987 -0.085284999999999986 -0.081614999999999979 -0.085584999999999981 -0.0090299999999999981 -0.07692499999999998 0.090630000000000016 -0.079164999999999985 0.078340000000000007 -0.052634999999999994 -0.051094999999999995 0.098500000000000018 -0.069954999999999976 -0.083814999999999987 -0.09534999999999999 0.11701000000000002 -0.079734999999999986 -0.082339999999999983 -0.083284999999999984 0.093975000000000017 -0.082199999999999981 -0.054584999999999995 -0.067394999999999983 -0.092414999999999983 0.087445000000000009 0.086055000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 -8 -9 12 -12 14 -14 -11 16 27 -7 20 21 -19 25 23 26 -24 -20 -23 28 -16 -29
right_child=-2 2 -4 -5 5 17 7 9 -10 10 11 -13 13 -15 15 -17 -18 18 19 -21 -22 22 24 -25 -26 -27 -28 29 -30 -31
leaf_value=5.246161289453365e-07 -4.4720820821206201e-07 3.9215290085253248e-07 -4.8837894220034945e-07 5.3000837897343442e-07 -1.0364112525125662e-06 -6.8350732766292261e-07 2.2556835046998459e-06 -1.3156925092516759e-06 2.8037931574126082e-08 6.9382661909652865e-07 1.8579264124560897e-06 -2.9744054385306442e-08 -1.5996727719880255e-06 -3.3285170835435046e-08 -1.2387326644613952e-06 -1.122442646527859e-06 1.118683829980953e-06 -3.7954591221023292e-08 2.6887442865180284e-08 -7.0617125766148099e-07 1.0282345289169827e-06 -8.5582684306473311e-07 -2.9074862283096085e-06 3.240353057378798e-06 -2.8943739947143232e-09 -1.2324075038350204e-06 2.89572086074614e-08 -6.2271070374227605e-08 2.9772338484690408e-07 7.8217846342368208e-07
leaf_weight=26 23 29 22 25 22 31 25 20 38 35 21 26 20 42 20 21 21 20 35 25 20 20 20 20 2233 20 87 96 25 33
leaf_count=26 23 29 22 25 22 31 25 20 38 35 21 26 20 42 20 21 21 20 35 25 20 20 20 20 2233 20 87 96 25 33
internal_value=0 3.31581e-09 -1.09624e-09 2.41859e-09 -1.94166e-09 -5.75633e-09 8.58099e-08 1.41541e-07 9.12024e-07 1.38029e-08 8.76638e-08 8.13683e-07 -2.13551e-08 -5.38571e-07 1.06404e-07 1.12193e-08 1.33306e-07 -2.2579e-08 -1.43835e-08 -2.26685e-08 4.9514e-07 -1.5651e-08 -6.05171e-09 3.95353e-07 -2.86786e-08 -4.31038e-07 -1.36423e-07 1.4381e-08 -3.85146e-07 1.53751e-07
internal_weight=0 3098 3072 3050 3025 2996 465 443 63 380 360 47 313 62 251 216 195 2531 2500 2460 40 2435 2380 127 2253 55 107 174 45 129
internal_count=3121 3098 3072 3050 3025 2996 465 443 63 380 360 47 313 62 251 216 195 2531 2500 2460 40 2435 2380 127 2253 55 107 174 45 129
is_linear=0
shrinkage=0.1


Tree=8429
num_leaves=31
num_cat=0
split_feature=132 1185 50 393 1201 402 13 16 1210 403 403 1210 3 403 401 1210 2 42 1209 12 12 133 16 12 4 12 1455 160 1447 150
split_gain=5.08527e-10 2.94385e-09 1.06198e-09 9.69929e-10 6.2851e-10 6.47481e-10 1.94582e-09 1.23104e-09 1.00201e-09 4.62788e-10 7.37579e-10 1.19988e-09 5.25763e-09 1.74616e-09 5.73118e-10 8.82802e-10 7.35568e-09 5.78093e-09 8.72629e-10 5.63806e-10 2.7365e-09 4.98475e-09 8.04293e-09 4.32967e-09 9.78596e-09 2.63554e-09 2.4898e-09 2.10989e-09 1.87791e-09 1.86077e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.09227500000000001 0.10483000000000002 -0.08261499999999998 -0.45015499999999992 -0.06977499999999999 -0.072359999999999994 0.24726500000000004 -0.55327499999999985 -0.54856499999999986 -0.13847499999999999 -0.082284999999999983 -0.53255499999999989 -0.099524999999999988 -0.064344999999999999 0.084715000000000013 0.086325000000000013 -0.033554999999999995 0.09141500000000001 0.090165000000000009 0.090445000000000011 -0.042349999999999992 0.089505000000000015 -0.074729999999999977 0.089150000000000021 0.10679000000000001 -0.53379499999999991 -0.076814999999999981 0.12820000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 -6 -8 9 -7 -11 12 -12 -13 -15 16 -16 -18 -17 20 23 22 -22 25 -25 26 29 -21 -29 -20
right_child=1 4 -4 -5 5 8 7 -9 -10 10 11 13 -14 14 15 18 17 -19 19 27 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=2.9705273635795766e-08 1.1908710685507427e-06 5.4764348403425956e-07 -6.8875862616147468e-07 -6.3842732106422776e-07 -1.0566494308784019e-06 3.979321820287592e-07 -4.2199222288165684e-07 5.7118976191835222e-07 6.3651386054175428e-07 -5.675625926493882e-07 1.7264560204921512e-06 -8.2312093004824987e-07 -4.3015734569542896e-07 -4.2701305148746604e-07 -9.0386434266065412e-07 -5.9336580989111102e-07 1.7544215308719557e-07 2.2163094762415475e-06 -1.5408755022532182e-08 9.9585420976211481e-07 -1.3954415663106745e-07 6.3687774970825714e-07 -2.4900722901103719e-06 -4.7086321252475594e-07 2.1052686825839827e-06 -8.7918889233564986e-07 -1.122421143122665e-06 -7.916382462378981e-07 7.4092090556263618e-08 7.5514765196516009e-07
leaf_weight=166 21 21 31 25 23 29 26 24 25 23 20 26 26 31 32 25 35 23 1517 24 37 24 24 29 30 36 20 26 690 32
leaf_count=166 21 21 31 25 23 29 26 24 25 23 20 26 26 31 32 25 35 23 1517 24 37 24 24 29 30 36 20 26 690 32
internal_value=0 1.11766e-08 -1.45861e-07 -5.77466e-08 2.56867e-09 -1.43783e-09 -2.95427e-07 5.47351e-08 6.27094e-09 5.60151e-10 -3.66102e-09 1.13017e-09 5.07501e-07 -7.62332e-09 4.23332e-10 5.51186e-09 3.13244e-07 9.84752e-07 -5.50479e-09 3.99797e-10 -3.05582e-08 -5.83998e-07 -1.06434e-06 -2.28759e-09 8.39034e-07 -3.32147e-08 -1.38042e-08 7.35695e-08 4.2655e-08 5.09776e-10
internal_weight=0 2899 222 191 2878 2857 73 50 2784 2759 2730 2707 46 2661 2635 2604 90 58 2514 2489 1749 85 61 1664 59 1605 1569 740 716 1549
internal_count=3121 2899 222 191 2878 2857 73 50 2784 2759 2730 2707 46 2661 2635 2604 90 58 2514 2489 1749 85 61 1664 59 1605 1569 740 716 1549
is_linear=0
shrinkage=0.1


Tree=8430
num_leaves=31
num_cat=0
split_feature=1447 13 2 1447 403 1447 1447 1447 479 483 158 1447 1447 484 160 479 50 0 47 47 10 0 15 0 2 4 2 4 15 1374
split_gain=4.69481e-10 1.53069e-09 1.58617e-09 1.15982e-09 3.31511e-09 2.05522e-09 6.14604e-10 1.19336e-09 1.55683e-09 8.82582e-10 9.28821e-10 8.85863e-10 5.88598e-10 1.62434e-09 1.29467e-09 6.77089e-10 6.5857e-10 5.89137e-10 4.06082e-09 1.28671e-08 8.25269e-09 2.64645e-09 4.03041e-09 2.23878e-09 3.6493e-09 4.57117e-09 1.65932e-09 4.60084e-09 9.50837e-09 3.83204e-09
threshold=-0.086849999999999997 -0.086919999999999983 0.086330000000000004 -0.086279999999999982 -0.56738999999999995 -0.085644999999999985 -0.084334999999999979 -0.082824999999999982 0.10713500000000002 -0.47356499999999996 0.13559000000000002 0.090670000000000014 -0.072479999999999989 -0.077099999999999988 -0.54913999999999985 0.084530000000000008 -0.47248999999999991 -0.10151999999999999 0.094160000000000008 0.10305500000000002 -1.0000000180025095e-35 -0.097274999999999986 -0.099734999999999976 -0.094299999999999981 0.089725000000000013 -0.00059999999999999995 0.08622500000000001 0.053180000000000012 -0.016799999999999995 -0.094929999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -7 -8 9 -9 11 12 13 -11 -14 16 -16 18 20 -20 -18 22 -19 24 25 -23 27 28 -22 -28
right_child=3 2 -4 4 5 6 7 8 -10 10 -12 -13 14 -15 15 -17 17 21 19 -21 26 23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-3.2496092125432871e-07 -7.1388285010945529e-07 -1.156316397468583e-07 1.0028467627876125e-06 1.2219998335570962e-06 -9.9585377245689644e-07 4.7185112224370745e-07 -5.7965930295722505e-07 -6.3865614327534623e-07 7.28674496815137e-07 3.005296353616619e-07 6.7624754905182273e-07 -6.397206282765018e-07 8.0492950758070949e-07 -8.8194231951687334e-07 5.7381950796298048e-07 -5.3138854667622586e-07 -2.0122343573802936e-06 -1.5598001443858527e-06 2.9442198120932515e-06 3.836326527562051e-08 2.7212393990794227e-06 9.939672588110683e-07 -2.5058087806748765e-08 -2.5174293518823567e-08 1.4890964951501492e-06 -9.5777727816918437e-07 -1.3734774894658131e-06 -6.6647512130657569e-07 2.7470474306985697e-08 4.9835656103078252e-08
leaf_weight=31 23 21 32 22 21 27 36 22 29 21 20 22 20 26 20 24 20 28 20 64 20 24 44 2002 26 24 20 25 38 349
leaf_count=31 23 21 32 22 21 27 36 22 29 21 20 22 20 26 20 24 20 28 20 64 20 24 44 2002 26 24 20 25 38 349
internal_value=0 2.33203e-07 5.59676e-07 -6.4562e-09 -1.05779e-09 -1.00509e-08 -3.08288e-09 -7.43859e-09 -3.54707e-10 -7.69818e-09 -2.83956e-09 -7.62692e-09 -2.68693e-09 -3.53604e-07 3.27156e-09 -2.56293e-09 2.09633e-09 -2.13239e-09 8.9613e-08 7.30234e-07 -2.43958e-08 -2.58803e-08 -6.21902e-07 -5.20899e-09 5.34933e-07 1.8095e-08 6.35617e-08 4.67552e-07 9.56356e-07 -2.73087e-08
internal_weight=0 84 53 3037 3014 2992 2971 2944 2908 2879 2857 2837 2815 47 2768 2748 2724 2704 556 84 472 2148 72 2076 74 48 452 83 58 369
internal_count=3121 84 53 3037 3014 2992 2971 2944 2908 2879 2857 2837 2815 47 2768 2748 2724 2704 556 84 472 2148 72 2076 74 48 452 83 58 369
is_linear=0
shrinkage=0.1


Tree=8431
num_leaves=31
num_cat=0
split_feature=47 2 47 2 2 2 483 47 52 484 12 15 0 394 403 9 10 124 123 1 124 39 2 34 9 1447 133 42 1447 403
split_gain=4.95215e-10 4.15979e-09 1.8329e-09 6.08332e-10 8.0829e-10 6.70791e-10 2.53894e-09 1.15181e-09 8.32219e-10 1.44376e-09 1.01213e-09 1.87276e-09 1.0884e-09 6.02342e-10 2.64877e-09 5.96918e-10 2.45411e-09 7.08707e-10 7.4543e-10 1.57817e-09 2.74994e-09 2.18054e-09 1.48803e-09 8.65386e-10 1.9764e-09 6.7667e-10 1.63676e-09 1.3174e-09 1.17974e-09 2.44428e-09
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.14445500000000003 0.13093500000000002 0.10402500000000002 -0.070279999999999981 0.11635500000000001 -0.0027449999999999996 -0.017214999999999998 0.09320500000000001 -0.095869999999999983 -0.10836499999999999 0.013605000000000001 -0.074254999999999988 0.08925000000000001 0.053330000000000009 0.10281000000000001 0.08592000000000001 0.13707500000000003 -0.0066649999999999991 0.094095000000000026 0.096540000000000015 -0.08786999999999999 0.037245000000000007 -0.086849999999999997 0.085520000000000013 0.084695000000000006 -0.086279999999999982 -0.56738999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 4 5 6 -3 -7 9 -8 11 12 -10 15 -15 17 -17 18 23 20 21 22 -20 -1 25 26 27 -25 -27 -30
right_child=1 3 -4 -5 -6 7 8 -9 10 -11 -12 -13 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 24 -26 28 -28 -29 29 -31
leaf_value=6.5465304203371485e-07 -1.5130952760955552e-06 1.1021314230674763e-06 9.2306232398248709e-07 -5.2179040237562104e-07 5.3369801957227609e-07 -9.5469717962259905e-07 -8.8739566085191016e-07 1.1852476262674827e-07 2.7931989635639497e-07 -5.4406530195738469e-08 -3.0247206081769817e-07 -3.8589424620609372e-07 1.2879896844708585e-06 1.0568740963345101e-06 -2.6980543711876156e-07 1.1520613908027662e-06 -1.7508593919719835e-07 4.9297864782106771e-07 -1.1672825257846852e-06 4.5379569673269335e-07 -1.4718037758143509e-06 7.4473701808130962e-07 -1.34085096108364e-07 9.3059722849414802e-08 -9.49382040780413e-07 -7.3529543607781473e-07 -3.867239144646508e-07 1.1417472701396037e-06 1.1011984813080746e-06 -9.0529383522979717e-09
leaf_weight=20 20 20 22 23 27 20 28 20 23 81 35 22 20 27 34 22 38 28 20 26 20 20 46 23 22 22 23 25 20 2324
leaf_count=20 20 20 22 23 27 20 28 20 23 81 35 22 20 27 34 22 38 28 20 26 20 20 46 23 22 22 23 25 20 2324
internal_value=0 -1.14101e-07 1.39157e-08 -2.63894e-08 1.21046e-08 -4.02486e-08 2.57492e-08 -4.18086e-07 -7.72538e-08 -2.68385e-07 1.3108e-07 3.6453e-07 7.48469e-07 6.66884e-09 3.17413e-07 -3.54288e-10 3.11535e-07 -7.44536e-09 -1.28118e-08 -2.44365e-07 -4.15612e-07 -1.69986e-07 -4.47175e-07 -4.8225e-10 -5.81072e-09 2.70736e-09 3.06893e-07 6.39251e-07 -6.42078e-09 4.20197e-10
internal_weight=0 339 2782 319 296 269 229 40 209 109 100 65 43 2760 61 2699 60 2639 2611 132 106 86 66 2479 2459 2437 71 48 2366 2344
internal_count=3121 339 2782 319 296 269 229 40 209 109 100 65 43 2760 61 2699 60 2639 2611 132 106 86 66 2479 2459 2437 71 48 2366 2344
is_linear=0
shrinkage=0.1


Tree=8432
num_leaves=31
num_cat=0
split_feature=1429 156 12 0 483 1 401 1213 15 15 42 13 1 12 12 49 16 4 4 13 1429 132 12 394 15 128 1185 393 9 9
split_gain=4.77841e-10 1.17027e-09 4.80899e-10 4.41538e-09 1.69564e-09 2.20076e-09 1.21167e-09 1.18502e-09 3.30702e-09 1.29911e-09 1.96564e-09 1.48516e-09 2.40207e-09 1.71489e-09 2.84478e-09 1.92287e-09 1.77387e-09 1.62138e-09 1.48376e-09 1.32377e-09 1.06215e-09 8.95643e-10 1.8009e-08 8.30917e-09 1.37934e-09 8.99724e-10 1.80341e-09 8.23188e-10 8.03584e-10 2.31039e-09
threshold=-0.23752499999999996 0.32523500000000005 0.099815000000000015 0.10455500000000001 0.10143000000000001 0.14627000000000004 -0.099524999999999988 -0.061914999999999991 0.091915000000000011 0.11171000000000002 0.10410000000000001 -0.051094999999999995 0.10060500000000001 0.10408500000000002 0.10911500000000002 0.10084500000000002 -0.072359999999999994 0.010840000000000001 0.0016150000000000003 0.065590000000000009 -0.10379499999999998 -0.083284999999999984 0.091475000000000015 0.10969000000000002 0.084905000000000022 0.10773500000000001 0.092170000000000016 0.09389500000000002 0.092890000000000014 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 20 4 5 6 -4 8 -8 11 -11 12 -9 16 18 17 -13 19 -15 -16 -2 22 24 25 -22 26 27 28 29 -23
right_child=1 -3 3 -5 -6 -7 7 9 -10 10 -12 13 -14 14 15 -17 -18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.6440077835799542e-07 6.7674380185659784e-07 7.6576636047320796e-07 -7.0839646800398748e-07 -1.3624354197033358e-06 -7.8549439574312946e-07 1.0556886553558798e-06 -2.1405970837154851e-07 1.1095376369970231e-06 1.4695651003648892e-06 -1.1391490224923474e-06 1.2784412059356025e-07 1.0362748260680141e-06 -1.7831784475674796e-07 -1.4279999913924257e-06 4.4348345176103975e-07 -7.1398191357729964e-07 -2.222210869582514e-07 9.1799355227858887e-07 -2.878000898254825e-07 -6.2010720786144129e-07 2.0395147520948556e-09 1.0019678982881668e-08 3.0392257849598535e-06 -1.9866642519770851e-06 -7.5413110556254992e-07 5.6471128965344616e-07 -9.4126336875888232e-07 5.8309664044031712e-07 5.8195278794433611e-07 -1.019604452391253e-06
leaf_weight=22 24 20 24 26 27 20 28 30 20 25 24 24 28 25 25 25 21 27 21 22 98 2322 20 21 32 29 20 25 24 22
leaf_count=22 24 20 24 26 27 20 28 30 20 25 24 24 28 25 25 25 21 27 21 22 98 2322 20 21 32 29 20 25 24 22
internal_value=0 3.29835e-09 -1.65434e-09 -9.81852e-08 -1.91696e-08 3.40201e-08 -2.13549e-08 2.64393e-08 4.87451e-07 -4.80676e-08 -5.18581e-07 4.48967e-08 4.87814e-07 -9.03097e-08 -2.57674e-07 4.42526e-08 4.48977e-07 3.00413e-07 -9.07474e-07 -5.43675e-08 1.45256e-08 8.44328e-09 2.45681e-07 -6.00484e-09 -1.84095e-07 1.10279e-08 4.37356e-09 1.22769e-08 6.25053e-09 3.55971e-10
internal_weight=0 3099 3079 442 416 389 369 345 48 297 49 248 58 190 145 99 45 74 46 47 2637 2613 150 2463 130 2442 2413 2393 2368 2344
internal_count=3121 3099 3079 442 416 389 369 345 48 297 49 248 58 190 145 99 45 74 46 47 2637 2613 150 2463 130 2442 2413 2393 2368 2344
is_linear=0
shrinkage=0.1


Tree=8433
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 132 0 12 3 2 156 156 156 133 16 131 131 1447 15 131 1212 1209 43 481 133 481 52 1429 1425 2 42
split_gain=5.53411e-10 2.37731e-09 1.01187e-09 1.16666e-09 5.4119e-10 6.07418e-10 8.74657e-10 8.21682e-10 1.03331e-09 5.0796e-10 6.59762e-10 5.02482e-10 4.76356e-10 8.04956e-10 4.9187e-10 1.91499e-09 2.79782e-09 1.76734e-09 2.22718e-09 1.34068e-09 1.55999e-09 1.19687e-09 9.77143e-10 4.83352e-09 2.43346e-09 7.91574e-10 1.19198e-09 7.83984e-10 7.41827e-10 9.65025e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.085749999999999979 -0.09515499999999999 0.11418000000000002 -0.080104999999999996 0.084415000000000004 0.3248100000000001 0.14540500000000003 0.12734000000000004 -0.50375999999999987 -0.081299999999999983 0.090690000000000007 0.090150000000000022 0.059120000000000013 0.09116500000000001 0.11793000000000002 0.087440000000000004 0.085095000000000018 -0.14169499999999999 -0.087424999999999989 0.086910000000000015 -0.085894999999999985 -0.56741999999999992 0.11635000000000001 0.086415000000000006 0.13247500000000004 -0.084624999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -7 10 11 12 13 -3 15 16 22 19 -19 20 21 -16 23 -14 -24 -26 27 -27 29 -23
right_child=1 9 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 14 -15 17 -17 -18 18 -20 -21 -22 28 24 -25 25 26 -28 -29 -30 -31
leaf_value=2.886616460048916e-07 1.0717847858575711e-06 7.0031027311537964e-07 -7.5146085481492268e-07 -7.8060706184281851e-07 4.3892067014894562e-07 -8.06928165957288e-07 -6.8724331819899257e-07 4.8660023485749468e-07 5.6947466949471474e-08 -4.6413588872541292e-07 5.4112724090215205e-07 -4.8397231710493679e-07 1.44690232084068e-07 -8.6580509052789864e-08 -6.5855452528277669e-07 -8.8512385110561825e-07 8.3470860176158246e-07 1.3048776732095856e-06 4.0361305764236027e-08 -5.9697811458647723e-07 8.5702947008788526e-07 5.8142646449255159e-07 1.0901464062840205e-06 -1.7000842103698232e-06 5.791574696187044e-07 -2.1244795863756895e-08 -6.8404012120447957e-07 6.076897864204512e-07 5.384938601177817e-07 -9.0628555242455198e-08
leaf_weight=37 21 26 25 21 25 20 26 23 45 23 23 21 49 26 24 25 39 26 30 32 24 25 20 20 22 2198 27 20 31 147
leaf_count=37 21 26 25 21 25 20 26 23 45 23 23 21 49 26 24 25 39 26 30 32 24 25 20 20 22 2198 27 20 31 147
internal_value=0 1.16671e-08 -1.52154e-07 -7.61e-08 7.96051e-09 -6.33905e-08 -1.77653e-07 -2.70923e-08 -2.0886e-07 3.93169e-09 7.70246e-09 3.37027e-09 7.01104e-09 3.06865e-07 1.35957e-09 -1.44435e-08 -5.35498e-09 1.14172e-07 6.27458e-07 1.26031e-08 9.03186e-08 9.25667e-09 -1.9261e-08 -3.90027e-07 -8.07475e-09 -1.77635e-08 -2.36131e-08 -1.55736e-08 8.82097e-08 7.05386e-09
internal_weight=0 2899 222 197 176 151 114 88 65 2878 2855 2832 2811 52 2759 2420 2395 339 56 283 251 227 2356 69 2287 2267 2245 2218 203 172
internal_count=3121 2899 222 197 176 151 114 88 65 2878 2855 2832 2811 52 2759 2420 2395 339 56 283 251 227 2356 69 2287 2267 2245 2218 203 172
is_linear=0
shrinkage=0.1


Tree=8434
num_leaves=31
num_cat=0
split_feature=1429 1420 1429 156 1456 52 474 483 479 480 483 483 482 482 484 13 13 43 482 483 157 483 160 49 480 2 43 1456 42 4
split_gain=5.40199e-10 1.05751e-09 8.96518e-10 8.76637e-10 8.40337e-10 1.25851e-09 1.08352e-09 5.41604e-10 6.59316e-10 7.66044e-10 6.54692e-10 1.24609e-09 1.23554e-09 5.96959e-10 2.71585e-09 3.57604e-09 3.35986e-09 2.6133e-09 2.05643e-09 8.03376e-10 2.78053e-09 2.32351e-09 2.31647e-09 1.39984e-09 1.39111e-09 1.20618e-08 8.14977e-09 3.20973e-09 1.34852e-09 8.6461e-10
threshold=0.12521000000000002 -0.086589999999999986 0.11475 0.3248100000000001 0.11253500000000001 -0.034054999999999995 0.11421000000000002 -0.47181499999999993 0.11469500000000001 0.11471500000000003 0.13622000000000004 0.12267000000000002 0.11524000000000002 0.089605000000000018 0.090535000000000018 -0.080519999999999994 -0.077799999999999994 -0.077319999999999986 0.086210000000000023 0.087520000000000014 -0.08427999999999998 0.085765000000000022 -0.080409999999999995 -0.0087049999999999992 0.086995000000000017 0.084755000000000011 -0.077319999999999986 0.087500000000000008 0.086835000000000009 -0.50940999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -3 9 10 11 12 13 18 16 -16 17 -15 19 21 -21 24 23 -22 27 -26 -27 29 -25 -9
right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11 -12 -13 -14 14 15 -17 -18 -19 -20 20 22 -23 -24 28 25 26 -28 -29 -30 -31
leaf_value=-7.1056575152505548e-07 5.1804180841941164e-07 4.754423523915345e-07 5.9788235076041478e-07 -6.6328671870508067e-07 1.1574577456485714e-07 -9.6653906470320105e-07 7.4083455388063162e-07 -3.662893127599231e-07 -5.5985477147368377e-07 5.9033729319873442e-07 5.6818960018745198e-07 -7.3904636539252712e-07 7.6418150727130568e-07 4.0670259281820152e-07 5.6796984608808998e-08 -1.8342446017527438e-06 1.2375871773429026e-06 -1.1021828075027687e-06 9.0613883060086667e-07 1.1613470335830175e-06 -3.2672485911556076e-07 -8.7825670642550615e-07 -8.5767289164095934e-07 6.3425720986387554e-08 -1.8666783238117977e-06 -6.0876526973792675e-07 2.1513547274309988e-06 1.0703320612037714e-06 9.9665658330157684e-07 3.3951552243224727e-09
leaf_weight=21 20 24 25 20 21 22 20 65 21 22 20 23 21 24 20 20 20 22 25 26 29 31 24 32 33 23 20 28 30 2369
leaf_count=21 20 24 25 20 21 22 20 65 21 22 20 23 21 24 20 20 20 22 25 26 29 31 24 32 33 23 20 28 30 2369
internal_value=0 -3.3426e-09 1.47938e-09 -3.40117e-09 9.47334e-10 -4.37981e-07 7.25547e-09 2.31886e-09 -1.53289e-09 2.47284e-09 -1.97915e-09 -5.93179e-09 -4.0233e-11 -5.68918e-09 -2.38532e-07 -8.88724e-07 1.55524e-07 -3.14938e-07 3.33507e-09 -4.99338e-09 2.27413e-07 -1.7749e-08 1.62622e-08 2.46751e-07 -7.23849e-09 -4.28617e-07 6.75011e-07 5.76914e-09 5.14989e-07 -6.47727e-09
internal_weight=0 3101 3080 3055 3035 43 2992 2972 2948 2927 2905 2885 2862 2841 106 40 66 46 2735 2710 141 2569 115 91 2538 76 43 2462 62 2434
internal_count=3121 3101 3080 3055 3035 43 2992 2972 2948 2927 2905 2885 2862 2841 106 40 66 46 2735 2710 141 2569 115 91 2538 76 43 2462 62 2434
is_linear=0
shrinkage=0.1


Tree=8435
num_leaves=31
num_cat=0
split_feature=132 394 130 1203 129 129 15 402 42 51 51 158 1 482 52 1 45 1 10 9 1 1 160 160 479 480 42 9 1 1
split_gain=4.4625e-10 2.12388e-09 3.50368e-09 9.18449e-10 5.78931e-10 5.99963e-10 4.62287e-10 1.60705e-09 1.60718e-09 1.33977e-09 1.66518e-09 1.27189e-09 1.71105e-09 2.16163e-09 3.39172e-09 1.81273e-09 1.09223e-09 1.12362e-09 1.49564e-08 1.13924e-08 5.08046e-09 4.66803e-09 2.44776e-09 2.28637e-09 2.28426e-09 8.87929e-09 5.54959e-09 2.22581e-09 1.96421e-09 2.36178e-09
threshold=-0.083174999999999985 0.013605000000000001 -0.11198999999999999 0.089005000000000015 -0.08133 -1.0000000180025095e-35 -0.15914499999999995 0.086535000000000015 -0.088249999999999981 -0.10316499999999999 -0.069944999999999993 0.10544500000000002 0.10205500000000002 0.085875000000000021 0.10611000000000001 0.13756000000000004 0.094030000000000016 0.09253500000000002 -0.0026549999999999994 0.088665000000000008 0.093100000000000002 0.093700000000000019 0.11205000000000002 0.089015000000000011 0.093525000000000011 0.10272000000000002 0.089905000000000013 -1.0000000180025095e-35 0.091900000000000023 0.091345000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 -1 -2 -6 7 8 -7 -10 -11 12 -12 14 15 -14 17 18 -8 20 -19 -22 23 27 25 28 -26 -23 29 -20
right_child=1 2 -4 -5 5 6 16 -9 9 10 11 -13 13 -15 -16 -17 -18 19 24 -21 21 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-6.0960857611328331e-08 4.3718873664981105e-07 -1.7705571324421772e-07 1.6723398238127631e-06 -6.8326796715020333e-07 -4.9213928605240658e-07 7.6956853857526848e-07 -2.7400439677194299e-06 -9.3861068167071107e-07 -8.8633496109954053e-07 7.97499656831254e-07 -8.1462035178734182e-07 6.0845808916166702e-07 -4.0982971452898534e-07 -1.0481453247734864e-06 1.2053771291158973e-06 3.8852183062909863e-07 -6.7157865056119788e-07 -1.4713946366249448e-06 6.3772502375776027e-09 2.4816882242362226e-06 1.5755844157995725e-06 -7.0035798228494807e-07 9.5613926138694609e-07 -8.5071439829773917e-07 4.3216250313217526e-07 2.0724500834441124e-06 -1.7415877508142331e-06 1.1271252520240494e-07 9.8870982299104084e-07 -9.7289108066433988e-07
leaf_weight=195 30 21 20 27 25 22 20 22 21 21 38 21 84 20 22 43 23 21 1657 20 21 36 29 29 23 21 24 520 20 25
leaf_count=195 30 21 20 27 25 22 20 22 21 21 38 21 84 20 22 43 23 21 1657 20 21 36 29 29 23 21 24 520 20 25
internal_value=0 1.04609e-08 7.25088e-07 -1.36647e-07 2.09064e-10 -4.42651e-09 -7.65873e-11 -1.14415e-07 -5.2318e-08 -1.19287e-07 -5.45957e-08 -1.33078e-07 -2.08306e-07 -7.19755e-08 5.9054e-08 -1.39522e-07 1.43478e-08 2.07453e-08 -2.07367e-08 1.30587e-07 5.89069e-08 1.09515e-07 5.93729e-08 1.49178e-08 9.98989e-09 2.87525e-08 -6.77838e-07 6.00677e-08 3.53644e-09 -8.17787e-09
internal_weight=0 2899 41 222 2858 2828 2803 314 292 270 249 228 207 169 149 127 2489 2466 1790 676 656 635 614 585 1770 1723 47 556 1702 1682
internal_count=3121 2899 41 222 2858 2828 2803 314 292 270 249 228 207 169 149 127 2489 2466 1790 676 656 635 614 585 1770 1723 47 556 1702 1682
is_linear=0
shrinkage=0.1


Tree=8436
num_leaves=31
num_cat=0
split_feature=1213 1211 1211 1211 401 2 133 42 402 394 2 43 1210 1210 3 1213 1212 4 4 133 4 3 47 0 12 4 0 2 52 15
split_gain=4.38257e-10 5.12451e-10 8.7042e-10 4.88022e-10 5.10065e-10 1.86203e-09 1.25912e-09 2.33001e-09 8.86438e-10 6.0182e-10 1.16318e-09 6.82075e-10 4.78845e-09 1.73621e-09 6.34835e-09 1.5185e-09 2.59458e-09 2.10994e-09 7.02249e-09 1.12179e-09 3.16672e-09 8.37301e-10 1.37253e-09 2.16439e-09 4.56153e-09 1.3627e-09 2.15808e-09 1.26074e-09 1.16425e-09 7.50186e-10
threshold=0.51370000000000016 0.12162000000000002 0.11301500000000002 0.10406000000000001 -0.13200999999999999 0.090935000000000016 0.51114000000000004 -0.042239999999999993 -0.26616499999999993 1.0000000180025095e-35 0.085345000000000018 0.0034250000000000005 -0.064799999999999983 -0.13847499999999999 -0.082879999999999995 -0.013049999999999997 -0.08867499999999999 -0.080744999999999997 -0.084134999999999988 0.40945500000000007 -0.078439999999999996 -0.071329999999999991 0.082095000000000015 -0.07929499999999999 0.090695000000000012 0.16173500000000005 -0.097274999999999986 0.097605000000000011 1.0000000180025095e-35 -0.40580499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 -6 11 -11 13 -13 14 -10 16 -14 18 -17 -15 -21 22 23 24 -19 26 -23 -25 -28 -27
right_child=-2 -3 -4 -5 6 -7 7 -9 9 10 -12 12 15 19 -16 17 -18 21 -20 20 -22 25 -24 27 -26 29 28 -29 -30 -31
leaf_value=-3.2685466692328193e-07 4.6660458338010361e-07 -4.0112008248271991e-07 6.4273613079855025e-07 -4.0462224395317514e-07 6.2227833169621907e-07 1.0377062827160443e-06 1.2926224286502476e-07 -1.3321909329988558e-06 -5.5452349325032972e-07 7.310133749882653e-07 -1.0315158296033847e-07 -1.4397869215634695e-06 -2.7442334898892273e-07 8.5385287849656531e-09 1.5590882225069436e-06 1.0193499425289095e-07 1.0220804583558205e-06 6.1159703168556242e-08 -2.1377220365690975e-06 -1.4196824247392217e-06 3.3853182674057452e-07 -1.2764340275659629e-06 -5.3096953054235836e-07 -7.1881790008971977e-07 1.8285465567596082e-06 -8.6470303662897481e-08 3.8682394767000427e-07 2.8869986052810689e-07 -4.8636159535080138e-07 6.8762728022063266e-07
leaf_weight=20 20 32 21 30 23 20 24 20 27 32 35 26 29 2322 30 42 33 40 21 20 21 22 23 23 23 31 26 27 37 21
leaf_count=20 20 32 21 30 23 20 24 20 27 32 35 26 29 2322 30 42 33 40 21 20 21 22 23 23 23 31 26 27 37 21
internal_value=0 -3.01408e-09 1.13691e-09 -3.28356e-09 7.05893e-10 3.55426e-07 -4.05865e-09 -5.35035e-07 3.90418e-09 -9.8163e-10 2.95256e-07 -7.96049e-09 -1.24958e-07 1.25382e-08 5.57904e-07 -3.90645e-08 4.15651e-07 -1.2297e-07 -6.44617e-07 -6.17019e-10 -5.19134e-07 -2.59036e-09 1.73182e-07 3.16505e-07 7.06396e-07 -1.7708e-07 -4.23759e-07 -1.74758e-07 -1.25999e-07 2.26146e-07
internal_weight=0 3101 3069 3048 3018 40 2978 44 2934 2911 67 2844 424 2420 57 398 62 336 63 2363 41 273 136 113 63 137 85 50 63 52
internal_count=3121 3101 3069 3048 3018 40 2978 44 2934 2911 67 2844 424 2420 57 398 62 336 63 2363 41 273 136 113 63 137 85 50 63 52
is_linear=0
shrinkage=0.1


Tree=8437
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 131 131 400 1429 156 1429 47 10 33 47 47 44 47 49 47 131 131 480 3 43 4 160 16 2 133
split_gain=4.49753e-10 1.28712e-08 7.98245e-09 2.34467e-09 5.32496e-10 6.29032e-10 5.31875e-10 8.3251e-10 4.3142e-10 1.19884e-09 5.90627e-10 5.0286e-10 7.05421e-09 4.01383e-09 2.18554e-09 1.00355e-09 7.56779e-10 1.95764e-09 9.67074e-10 6.99358e-10 6.33527e-10 2.58761e-09 2.73087e-09 1.48599e-09 3.871e-09 1.97308e-09 1.36288e-09 1.35639e-09 1.34088e-09 1.03402e-09
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.081919999999999979 0.10258000000000002 -0.076979999999999979 0.11741500000000001 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.097970000000000015 0.091210000000000013 0.099360000000000018 0.10254000000000001 -0.015259999999999998 0.089360000000000009 0.091360000000000011 0.090280000000000013 0.11191000000000002 -0.072894999999999988 -0.074974999999999986 0.51303500000000013 -0.069549999999999987 -0.076669999999999988 0.088745000000000004 0.13334500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 5 -4 -1 -8 -6 10 -10 13 -13 -12 -14 19 17 -16 -19 20 21 22 -15 26 -25 -26 -22 28 -28 -29
right_child=2 -3 4 -5 8 -7 7 -9 9 -11 11 12 14 15 16 -17 -18 18 -20 -21 23 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=3.6092946977817067e-07 -1.9080288909249661e-06 2.3761393592898777e-06 7.1160831730001366e-07 -1.1504493453173839e-06 -4.6427690307382365e-07 -2.0230786882772615e-08 6.7760869947344488e-09 -6.8848864941628563e-07 -5.3204084256971582e-07 7.7328273420107516e-07 -1.1639976728853678e-06 1.9370216972447452e-06 -9.2006093499463759e-07 -2.2645588716074534e-08 9.7056498543679478e-07 6.8807810591698359e-07 -4.5435312223673918e-07 6.4153147001849469e-07 -4.7971381860795696e-08 -5.9509003377478112e-07 -6.0180101177920167e-07 -1.1501124299684309e-06 8.2180296247385676e-07 1.6739787843973665e-06 5.3752799555230895e-07 -7.1421270220639609e-07 1.6013536753689552e-07 9.7369954517034789e-07 -7.4919056937498387e-07 3.0254477814023204e-08
leaf_weight=32 22 23 23 20 20 24 124 20 21 20 30 20 24 2122 25 21 24 23 176 20 32 20 39 21 34 20 50 26 24 21
leaf_count=32 22 23 23 20 20 24 124 20 21 20 30 20 24 2122 25 21 24 23 176 20 32 20 39 21 34 20 50 26 24 21
internal_value=0 1.38185e-07 -1.04306e-08 -1.24433e-07 4.06492e-09 3.37903e-07 -7.83975e-09 -8.97885e-08 -1.47352e-09 1.81694e-09 -3.70734e-09 2.9519e-10 1.24421e-07 -1.43196e-08 -8.85865e-09 -2.41913e-10 7.93222e-08 1.36502e-07 3.17199e-08 -6.19281e-09 -1.30366e-09 -1.78844e-08 -7.40566e-09 1.57304e-07 5.21937e-07 7.39203e-08 -2.14373e-08 1.32047e-07 -1.34781e-07 5.5216e-07
internal_weight=0 219 2902 196 2880 47 176 144 2833 2813 2793 2772 292 2480 272 2450 248 224 199 2429 2409 2181 2161 228 75 54 153 121 74 47
internal_count=3121 219 2902 196 2880 47 176 144 2833 2813 2793 2772 292 2480 272 2450 248 224 199 2429 2409 2181 2161 228 75 54 153 121 74 47
is_linear=0
shrinkage=0.1


Tree=8438
num_leaves=31
num_cat=0
split_feature=33 9 3 9 34 11 49 9 4 46 46 1426 156 1429 160 0 475 1447 1456 0 157 1429 157 157 12 1 49 13 49 49
split_gain=5.08397e-10 7.13554e-10 2.98931e-09 8.84449e-10 1.10702e-09 1.88399e-09 5.2188e-10 4.9801e-10 6.78964e-09 5.64962e-10 9.91501e-10 5.45229e-10 7.63304e-10 6.53746e-10 1.25725e-09 2.47544e-09 1.86394e-09 6.36359e-10 2.45596e-09 1.16925e-09 9.54721e-10 7.80163e-09 3.01673e-09 2.88966e-09 1.52493e-09 1.02234e-09 9.68723e-10 2.66093e-09 1.45429e-09 1.18494e-09
threshold=-0.044254999999999996 0.091600000000000015 -0.13309499999999996 0.085355000000000014 -0.08786999999999999 -1.0000000180025095e-35 -0.42399999999999993 -1.0000000180025095e-35 0.053180000000000012 0.10987500000000001 0.083550000000000013 -0.094284999999999994 0.15965000000000004 -0.054654999999999988 -0.089974999999999986 -0.080499999999999988 -0.010194999999999997 -0.086849999999999997 0.085275000000000004 -0.084674999999999986 -0.087424999999999989 0.083840000000000012 -0.086394999999999986 -0.085474999999999982 0.084225000000000008 0.086720000000000005 -0.13878999999999997 -0.078944999999999987 -0.10069499999999999 -0.088694999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 -7 8 -8 10 11 -9 13 14 -13 -16 -17 18 19 -15 21 24 -22 -24 -19 -26 27 -25 -28 -30
right_child=1 2 -4 -5 5 6 7 9 -10 -11 -12 12 -14 17 15 16 -18 20 -20 -21 22 -23 23 26 25 -27 28 -29 29 -31
leaf_value=4.7901959777360306e-07 7.3996516491092735e-07 5.4253995151818593e-07 -9.6232870428733287e-07 6.3480536647892389e-07 -9.7381743529467718e-07 4.7450121991974098e-07 1.2545319862868253e-06 4.8732107726126825e-07 -6.8838651313055037e-07 5.1947531488849562e-07 -6.6779804553023139e-07 9.3538798629262089e-07 -5.7399205501222174e-07 -6.2186300553435103e-07 -7.4110445552832976e-07 -1.6364136258960658e-07 1.1534900233362517e-06 6.8858033565837625e-07 1.130062783075751e-06 3.4607304935609421e-07 1.081603703539713e-06 -2.1023631950356503e-06 -1.2195651868296409e-06 1.4178119150354928e-07 -5.2533290922605004e-07 2.440338847471198e-07 7.8828880295196029e-07 -1.2508960312713854e-06 -6.6941937533287006e-07 -3.178940536148672e-09
leaf_weight=22 20 22 33 22 20 23 35 22 37 20 23 21 24 24 25 21 22 28 23 26 25 20 20 34 39 31 23 23 27 2366
leaf_count=22 20 22 33 22 20 23 35 22 37 20 23 21 24 24 25 21 22 28 23 26 25 20 20 34 39 31 23 23 27 2366
internal_value=0 -3.40136e-09 -3.60381e-07 3.04867e-09 -1.55049e-09 -6.49063e-09 -2.86025e-12 -3.69113e-09 2.56088e-07 -1.01699e-08 -1.38646e-08 -8.57613e-09 -1.24421e-08 -7.62537e-09 2.59054e-07 5.01868e-08 5.1024e-07 -1.63867e-08 2.74858e-07 -1.18536e-07 -2.44523e-08 -3.02457e-07 -1.14243e-08 -2.23852e-08 6.48706e-08 -1.84613e-07 -1.27032e-08 -4.20176e-07 -3.08984e-09 -1.06961e-08
internal_weight=0 3099 55 3044 3022 3002 2982 2959 72 2887 2867 2844 2822 2798 89 68 43 2709 73 50 2636 118 2518 2493 98 70 2473 57 2416 2393
internal_count=3121 3099 55 3044 3022 3002 2982 2959 72 2887 2867 2844 2822 2798 89 68 43 2709 73 50 2636 118 2518 2493 98 70 2473 57 2416 2393
is_linear=0
shrinkage=0.1


Tree=8439
num_leaves=31
num_cat=0
split_feature=1429 1420 475 471 471 156 2 45 2 1456 160 4 483 13 13 13 0 156 52 0 48 150 150 1213 14 151 0 147 11 49
split_gain=5.13473e-10 8.54259e-10 6.4708e-10 1.08874e-09 6.97973e-10 7.28793e-10 5.54166e-10 2.23622e-09 1.52961e-09 3.74248e-09 3.32084e-09 3.21533e-09 1.40646e-09 2.81337e-09 4.54255e-09 4.4935e-09 2.21939e-09 1.84855e-09 2.74729e-09 4.37163e-09 1.82834e-09 3.65841e-09 1.68161e-09 1.47674e-09 1.4008e-09 1.51465e-09 3.64859e-09 1.92571e-09 1.43774e-09 1.35051e-09
threshold=0.12521000000000002 -0.086589999999999986 -0.50059999999999982 0.10338500000000002 0.093375000000000014 -0.092624999999999985 0.10584500000000001 0.082470000000000016 0.10912000000000001 -1.0000000180025095e-35 0.086870000000000017 -0.0047449999999999992 0.10143000000000001 0.10002500000000002 0.24813000000000004 0.056795000000000005 -0.040504999999999992 0.11091500000000001 -0.23375999999999997 -0.061629999999999997 -0.075224999999999986 0.11235000000000002 0.097810000000000022 -0.059794999999999994 0.084525000000000003 0.09759000000000001 -0.083914999999999976 0.093615000000000018 0.077290000000000011 -0.081604999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 24 10 -10 11 -8 13 15 16 17 -15 18 19 -11 -20 22 23 -22 25 27 -27 29 -26 -7
right_child=-2 2 3 -5 -6 6 8 -9 9 12 -12 -13 -14 14 -16 -17 -18 -19 20 -21 21 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-6.388961329169736e-07 5.0506465655075782e-07 5.6803162902241415e-07 -5.752474831669216e-07 -7.3802957672342024e-07 5.767271875221187e-07 -2.8973706504465795e-07 -7.9539679211086121e-07 1.053094271053992e-06 1.3273188199036668e-06 -1.73495182411898e-06 -1.5951744111930566e-06 5.3206591385585657e-07 -6.4400717846160086e-07 1.7736061156948712e-06 -7.0544617853132965e-07 -1.4504978333699607e-06 5.052815373266788e-07 6.214217309338653e-07 -8.7018643640753325e-07 1.5453575814561306e-07 -7.8330462786522863e-07 1.1447890756244307e-06 -8.3606956468429426e-07 9.0329916556961871e-08 -1.1693814201407804e-06 -3.1116774746054863e-07 1.4513854119731681e-06 -9.6163770422208485e-07 2.1082035511261147e-09 4.3843134296992794e-08
leaf_weight=21 20 20 22 20 21 129 37 21 20 25 20 36 39 22 22 24 37 38 23 24 21 28 25 246 20 23 24 20 22 2051
leaf_count=21 20 20 22 20 21 129 37 21 20 25 20 36 39 22 22 24 37 38 23 24 21 28 25 246 20 23 24 20 22 2051
internal_value=0 -3.25837e-09 1.07553e-09 -2.63007e-09 2.20809e-09 -1.78824e-09 2.42134e-09 2.58717e-08 -7.64291e-08 -1.73872e-08 -4.53535e-07 -1.40758e-07 -6.42411e-08 -2.19777e-08 5.20925e-07 -1.18839e-07 9.78216e-07 -4.45141e-08 -1.09069e-07 -8.09489e-07 -9.00924e-09 5.28879e-08 -5.1815e-08 2.16171e-08 1.64476e-08 2.71428e-08 5.88859e-07 1.51425e-08 -5.55744e-07 2.41038e-08
internal_weight=0 3101 3080 3060 3040 3019 2997 2310 687 594 93 73 574 535 81 454 59 430 392 49 343 320 292 267 2289 2247 47 2200 42 2180
internal_count=3121 3101 3080 3060 3040 3019 2997 2310 687 594 93 73 574 535 81 454 59 430 392 49 343 320 292 267 2289 2247 47 2200 42 2180
is_linear=0
shrinkage=0.1


Tree=8440
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1210 1210 403 2 480 159 1 43 52 16 12 15 15 402 133 0 403 1 403 403 43 394 394 403 12 1210 131
split_gain=4.50789e-10 6.46405e-10 6.89423e-10 1.19047e-09 8.03301e-10 4.46095e-10 2.77248e-09 9.067e-09 4.84266e-09 3.79608e-09 2.9758e-09 4.33855e-09 2.2276e-09 2.2086e-09 2.88304e-09 2.02882e-09 2.0192e-09 3.7788e-09 2.13396e-09 1.92399e-09 2.58882e-09 1.73925e-09 1.55136e-09 1.0698e-09 8.97865e-10 1.72268e-09 6.55784e-10 5.62166e-09 4.63346e-09 7.56876e-10
threshold=0.12461500000000002 0.10737500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 -0.080194999999999975 0.083715000000000026 0.086995000000000017 -0.023324999999999995 0.078340000000000007 0.055925000000000009 0.10611000000000001 -0.082179999999999989 0.089150000000000021 0.087065000000000017 0.087485000000000021 -0.092414999999999983 -0.0047949999999999989 -0.083674999999999986 -0.069009999999999988 0.089475000000000013 -0.089609999999999981 -0.34918499999999997 -0.0082299999999999995 -0.10198999999999998 -0.088129999999999986 -0.0047449999999999992 0.085495000000000015 -0.061049999999999993 0.11863000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 9 8 -8 -6 11 13 -11 14 16 -15 -10 18 23 20 -7 -14 -17 -18 -21 -26 27 -27 -28 -30
right_child=-2 -3 -4 4 5 19 7 -9 10 12 -12 -13 21 15 -16 22 17 -19 -20 24 -22 -23 -24 -25 25 26 28 -29 29 -31
leaf_value=7.0528985851581183e-07 -4.7324015156391402e-07 4.9956623939806375e-07 -4.5576664330259189e-07 -6.0385839488348703e-07 1.5532855989611699e-06 -1.1357937500419853e-06 1.4792458907950476e-06 -2.0628142952513632e-06 -7.3499366971911219e-07 -5.5867673775419808e-07 1.1279273620413646e-06 -1.1498369427950399e-06 1.6011325815164784e-07 4.9535844887191564e-08 1.3837067311328611e-06 -2.5866566282334568e-07 2.0403949694682947e-08 1.3123634620047529e-06 8.1027940565115344e-07 -4.9706638376692226e-07 2.9802165755654643e-07 1.2703793854165096e-06 -1.474185063714339e-06 -7.6552728995105517e-07 7.8586509949677264e-07 1.5134141995951304e-06 -1.4926444122698696e-06 -1.9296517003416133e-07 6.1603179946771877e-09 -5.0800370441438327e-07
leaf_weight=24 20 26 33 22 27 34 23 21 24 27 21 35 43 57 20 21 43 27 23 36 20 21 21 29 28 26 21 75 2244 29
leaf_count=24 20 26 33 22 27 34 23 21 24 27 21 35 43 57 20 21 43 27 23 36 20 21 21 29 28 26 21 75 2244 29
internal_value=0 3.04565e-09 -1.15257e-09 3.77914e-09 -1.79947e-09 2.62152e-09 9.06383e-08 -4.55862e-08 7.75585e-08 5.12011e-07 -2.28739e-08 -1.0343e-07 2.03061e-07 3.47747e-08 2.57721e-07 -3.39054e-07 1.03476e-07 2.68421e-07 -2.82789e-08 -1.42954e-08 -6.04751e-07 5.24419e-07 -8.66425e-07 -2.96152e-07 -1.32886e-09 6.03661e-09 -3.08038e-09 2.46301e-07 -1.40601e-08 -3.99628e-10
internal_weight=0 3101 3075 3042 3018 2996 483 365 344 118 321 300 91 265 166 99 146 122 95 2513 54 64 42 72 2459 2423 2395 101 2294 2273
internal_count=3121 3101 3075 3042 3018 2996 483 365 344 118 321 300 91 265 166 99 146 122 95 2513 54 64 42 72 2459 2423 2395 101 2294 2273
is_linear=0
shrinkage=0.1


Tree=8441
num_leaves=31
num_cat=0
split_feature=33 9 3 9 34 11 43 43 3 49 1371 457 1371 457 150 151 49 151 13 12 475 158 158 402 12 39 0 42 2 484
split_gain=4.28495e-10 5.49915e-10 2.3858e-09 7.08553e-10 9.15516e-10 1.53399e-09 4.68756e-10 3.9063e-09 7.14297e-09 5.58702e-09 3.89712e-09 2.91189e-09 3.21594e-09 2.28034e-09 2.51587e-09 1.49612e-09 3.15946e-09 1.75676e-09 1.50608e-09 2.45992e-09 1.60793e-09 1.27149e-09 2.57585e-09 1.3013e-09 4.8977e-09 1.35411e-09 2.00081e-09 4.40908e-09 4.11827e-09 2.7416e-09
threshold=-0.044254999999999996 0.091600000000000015 -0.13309499999999996 0.085355000000000014 -0.08786999999999999 -1.0000000180025095e-35 -0.081944999999999976 -0.08287499999999999 -0.082234999999999989 0.065470000000000014 0.083235000000000017 0.10613500000000002 0.083235000000000017 0.085360000000000005 0.10699000000000002 -0.10737499999999998 0.13087000000000001 -0.091299999999999978 0.10002500000000002 0.099400000000000002 0.12927000000000002 0.10667500000000002 0.093160000000000007 0.079755000000000006 0.090345000000000023 0.11365500000000002 -0.067094999999999988 -0.088934999999999986 0.11411 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 11 -9 -10 15 12 13 14 21 16 -8 -17 20 -20 -19 22 23 25 -25 26 28 -28 29 -7
right_child=1 2 -4 -5 5 6 10 8 9 -11 -12 -13 -14 -15 -16 17 -18 18 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=4.3976379451102981e-07 6.7275347376494215e-07 4.9012976142328379e-07 -8.5427435014694173e-07 5.6799172356973453e-07 -8.7893532679572678e-07 -1.3022522359860264e-08 1.2157506724482423e-06 2.2242743823327426e-06 1.1617061296592944e-06 -1.1736736294665206e-06 -1.3808839469220402e-06 -1.1897585616793551e-06 1.2529451190684563e-06 8.6767751178019275e-07 -9.1802079405243291e-07 -9.3702896525168665e-07 -1.6521286492870542e-07 -2.1647076826790236e-08 1.1260682562163406e-06 -2.5877190968576939e-07 -8.4520566521935822e-07 -5.843782176790618e-07 1.1238642021756582e-06 -1.4781418426624582e-06 3.451047438615848e-07 -7.6389815205857304e-07 1.5412384791651285e-06 7.5878940399640926e-08 -1.4208903274948171e-06 1.1092643005569066e-06
leaf_weight=22 20 22 33 22 20 406 30 23 21 20 21 20 21 29 31 21 37 1942 29 23 24 35 21 26 34 20 28 77 20 23
leaf_count=22 20 22 33 22 20 406 30 23 21 20 21 20 21 29 31 21 37 1942 29 23 24 35 21 26 34 20 28 77 20 23
internal_value=0 -3.12786e-09 -3.16513e-07 2.53448e-09 -1.58201e-09 -6.07459e-09 -2.20392e-10 6.23142e-08 8.1376e-07 2.24965e-08 -2.53577e-08 1.51452e-09 3.24165e-08 -1.75826e-09 -3.67286e-08 -1.18411e-08 4.53129e-07 -2.71196e-08 -1.76508e-08 5.13543e-07 -3.17007e-08 2.86566e-09 3.42451e-08 -1.84638e-09 -4.44969e-07 4.4473e-08 7.36561e-08 4.66641e-07 -1.82447e-08 4.71467e-08
internal_weight=0 3099 55 3044 3022 3002 2982 855 64 41 2127 791 771 750 721 2106 67 2039 2018 52 1966 690 655 634 60 574 554 105 449 429
internal_count=3121 3099 55 3044 3022 3002 2982 855 64 41 2127 791 771 750 721 2106 67 2039 2018 52 1966 690 655 634 60 574 554 105 449 429
is_linear=0
shrinkage=0.1


Tree=8442
num_leaves=31
num_cat=0
split_feature=0 47 0 10 0 15 0 15 43 13 403 13 16 1213 13 43 151 13 43 12 133 50 16 43 150 447 13 1374 13 1429
split_gain=4.91136e-10 3.42023e-09 1.09062e-08 6.84314e-09 1.84167e-09 3.51597e-09 1.66672e-09 8.81701e-09 2.24162e-09 1.43865e-09 2.77015e-09 7.40126e-09 1.02292e-08 7.38281e-09 2.24697e-09 4.38119e-09 2.71685e-09 2.14843e-09 1.57193e-09 2.68221e-09 1.93907e-09 1.75916e-09 1.53127e-09 1.93311e-09 1.42152e-09 1.97205e-09 1.36603e-09 6.08875e-09 1.479e-08 5.54183e-09
threshold=-0.10151999999999999 0.094160000000000008 -0.11756999999999999 -1.0000000180025095e-35 -0.097274999999999986 -0.099734999999999976 -0.11173999999999999 -0.10203999999999998 -1.0000000180025095e-35 -0.088319999999999996 -0.0038999999999999994 -0.091559999999999989 -0.087989999999999985 -0.023164999999999995 -0.087074999999999986 -0.022084999999999997 -0.085369999999999988 -0.086804999999999979 -0.0024749999999999993 0.09141500000000001 -0.095184999999999978 0.091320000000000012 0.042200000000000008 0.0047850000000000011 0.12640500000000002 0.090460000000000013 -0.085744999999999988 0.088460000000000011 -0.085584999999999981 0.083615000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 24 -8 -9 10 13 18 -13 -6 15 16 -11 -16 20 21 -12 22 23 -20 25 -5 29 28 -28 -19
right_child=4 2 -4 6 9 -7 7 8 -10 14 11 12 -14 -15 17 -17 -18 26 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.8318073944101345e-06 -1.3706127431050689e-06 4.2357034805843513e-08 2.6450502169999318e-06 -2.9637006938504854e-08 -1.5817382630161616e-06 1.8612635786360687e-08 2.2772758245537264e-06 4.4646017277235236e-07 -9.3506975951601389e-07 -9.5602656556149576e-07 -1.1823527944443414e-06 2.6743636638080908e-06 4.053854903910785e-08 4.5560179809703407e-07 9.7023063806938641e-07 -1.5896476876757032e-06 4.6805895700295837e-07 -8.946130019893417e-07 1.0945260805152025e-06 1.0856671428098644e-06 3.4123494018738141e-08 -8.2172924491953293e-07 -4.8456145826830408e-07 -2.0259424672985913e-07 -8.0032322361231234e-07 9.0437641526719408e-07 2.6533641002537309e-06 -1.5885928715893744e-06 -1.5249941210352561e-08 8.8724224293438658e-07
leaf_weight=20 29 69 21 389 29 49 20 24 23 21 20 29 30 46 22 27 37 64 27 29 38 21 21 20 22 24 21 24 1881 24
leaf_count=20 29 69 21 389 29 49 20 24 23 21 20 29 30 46 22 27 37 64 27 29 38 21 21 20 22 24 21 24 1881 24
internal_value=0 8.03196e-08 6.49652e-07 -1.78411e-08 -1.95933e-08 -4.97894e-07 5.44285e-08 5.18716e-07 -2.29608e-07 -4.24671e-09 1.96975e-07 3.65851e-07 1.33513e-06 -3.3217e-07 -3.36567e-08 -5.37398e-07 -4.75582e-08 -1.26263e-08 4.09216e-08 2.50445e-07 -3.85351e-07 -2.17055e-08 2.25361e-07 5.4256e-07 -1.70825e-08 2.46398e-08 -2.33625e-08 -5.75842e-09 1.42143e-08 -4.08652e-07
internal_weight=0 612 90 522 2509 78 502 67 47 2431 310 235 59 75 2121 85 58 2036 176 118 58 89 68 47 435 413 2014 1926 1902 88
internal_count=3121 612 90 522 2509 78 502 67 47 2431 310 235 59 75 2121 85 58 2036 176 118 58 89 68 47 435 413 2014 1926 1902 88
is_linear=0
shrinkage=0.1


Tree=8443
num_leaves=31
num_cat=0
split_feature=1429 1420 1429 154 474 1419 471 47 0 15 0 47 0 3 10 0 10 0 0 34 160 0 13 13 47 2 2 39 9 43
split_gain=4.6145e-10 7.9227e-10 6.31006e-10 8.90803e-10 2.00119e-09 9.20155e-10 7.40928e-10 5.51743e-10 4.38106e-09 2.00784e-08 5.88653e-09 2.05935e-09 8.98622e-10 8.78413e-10 6.42723e-10 4.04535e-09 2.27864e-09 1.1803e-09 9.13203e-10 9.01788e-10 6.41612e-10 1.2811e-09 9.39324e-10 1.38498e-09 7.54051e-10 6.09323e-10 2.70055e-09 2.1538e-09 1.84723e-09 1.83456e-09
threshold=0.12521000000000002 -0.086589999999999986 0.11475 0.085530000000000009 -0.25711499999999993 0.098075000000000009 -0.071899999999999978 0.092165000000000011 -0.10224499999999999 -0.11033999999999998 -0.09595999999999999 0.088915000000000008 -0.091354999999999978 0.10299500000000002 -0.0093599999999999985 -0.084804999999999978 -1.0000000180025095e-35 -0.057069999999999989 0.0059850000000000016 -0.057544999999999992 -0.016279999999999996 -0.069824999999999984 -0.080759999999999985 -0.0030199999999999997 0.11796000000000002 0.11263500000000001 0.11067500000000001 -1.0000000180025095e-35 0.092235000000000011 -0.036954999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 11 9 13 -10 14 -12 -9 15 -8 -16 -17 -19 -18 21 -14 -22 24 -24 26 27 -21 -29 -28
right_child=-2 2 -4 -5 5 -7 7 8 10 -11 12 -13 20 -15 16 17 19 18 -20 25 22 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=-6.1522807863227743e-07 4.7879797563155087e-07 -9.5767401572547062e-07 5.014403568566195e-07 6.6218796604289318e-07 6.112191692864145e-07 -6.0461146586021647e-07 1.1117049875034959e-06 -2.3553060332557962e-07 1.6588504512976049e-06 -3.5090083703437364e-06 -5.0807926720147634e-07 8.1275583792006505e-07 -3.9166085313096318e-08 4.9545107443801475e-07 -1.0179561885789469e-06 -6.2588389958977353e-07 5.7902884438792373e-07 6.6117312826463602e-07 -2.8299853807668896e-07 9.8554769723787951e-07 3.6817104827488012e-07 9.5420866330186993e-07 -2.5094827776683815e-07 1.2665059573789352e-07 -1.1089096487705234e-06 -1.1886258055840117e-07 7.4882347110939343e-08 3.2699694250854178e-09 -7.4012834645867886e-07 1.3050689376983531e-06
leaf_weight=21 20 22 25 20 20 25 36 35 22 20 37 32 37 31 22 33 27 20 21 22 31 20 20 42 21 378 22 1978 34 27
leaf_count=21 20 22 25 20 20 25 36 35 22 20 37 32 37 31 22 33 27 20 21 22 31 20 20 42 21 378 22 1978 34 27
internal_value=0 -3.08694e-09 1.08675e-09 -3.0078e-09 -7.3913e-09 -4.52625e-10 4.60225e-09 5.14537e-10 -1.2439e-07 -7.33311e-07 1.03293e-07 1.53976e-08 -6.12372e-08 1.07809e-07 5.65891e-09 2.42252e-07 -4.7097e-09 -1.80725e-07 1.77573e-07 4.24987e-09 3.54479e-08 3.09386e-07 -1.01521e-07 -2.76949e-07 -6.90392e-07 -2.05611e-09 1.91406e-08 1.46789e-09 -9.29243e-09 7.5274e-07
internal_weight=0 3101 3080 3055 3035 3013 2988 2968 316 86 230 2652 208 66 2620 110 2510 74 41 2488 171 57 114 83 41 2461 2083 2034 2012 49
internal_count=3121 3101 3080 3055 3035 3013 2988 2968 316 86 230 2652 208 66 2620 110 2510 74 41 2488 171 57 114 83 41 2461 2083 2034 2012 49
is_linear=0
shrinkage=0.1


Tree=8444
num_leaves=31
num_cat=0
split_feature=156 475 474 1429 153 474 97 104 120 11 4 9 33 10 52 132 1186 393 1203 151 42 42 1429 42 151 1 151 160 52 2
split_gain=4.74462e-10 6.84482e-10 6.65128e-10 7.85402e-10 7.94802e-10 8.81243e-10 7.83465e-10 7.98428e-10 5.25105e-10 1.1018e-09 1.09222e-09 1.11656e-09 2.39432e-09 1.7655e-09 1.06539e-09 5.64261e-10 1.18093e-08 6.85048e-09 1.21936e-09 6.3071e-10 2.06152e-09 5.3743e-09 4.87292e-09 5.8443e-09 4.16754e-09 2.23591e-09 1.652e-09 1.62917e-09 1.56338e-09 1.32455e-09
threshold=0.3248100000000001 0.13528000000000004 0.11421000000000002 0.11475 1.0000000180025095e-35 -0.23025999999999996 -0.086464999999999986 0.089050000000000004 1.0000000180025095e-35 -0.011194999999999998 0.63113500000000011 0.092235000000000011 -0.0066799999999999993 0.09820000000000001 -0.07167999999999998 -0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.085960000000000023 -0.085134999999999975 0.083715000000000026 0.083995000000000014 0.083725000000000008 0.087195000000000009 -0.52488999999999986 0.10612500000000001 -0.083919999999999981 0.087570000000000023 -0.080979999999999983 0.091055000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 9 -8 11 12 -11 -13 -10 16 18 19 -14 20 24 -22 23 -23 -17 27 -21 29 -25 -26
right_child=-2 -3 -4 -5 -6 6 7 -9 14 10 -12 13 15 -15 -16 17 -18 -19 -20 26 21 22 -24 28 25 -27 -28 -29 -30 -31
leaf_value=6.210770182050233e-07 -4.5251944030773619e-07 5.7232933069631804e-07 -4.4706390485082396e-07 5.2223736637533255e-07 -5.1282146311374765e-07 -6.089443126083574e-07 7.1000039631805773e-07 6.3371583621574249e-07 2.0476957772075368e-07 9.5668435186815686e-07 6.8592489190391274e-07 -1.1949353034879097e-06 5.0959029505691344e-09 1.3378407629716096e-07 -7.7443883714067852e-07 -1.4636777012810855e-06 2.3990400937431595e-06 -1.8637588321723799e-06 -7.1124981185935868e-07 -8.0084340778638659e-07 1.7108208523425745e-06 1.8613053838252697e-06 -1.1817562193280776e-06 -5.2203913405435285e-07 -5.5865363999775868e-08 8.2784459543232045e-07 -1.3915587173643175e-08 4.5024196607858277e-07 4.8279076054313923e-07 -9.670211393650218e-07
leaf_weight=23 23 21 33 29 30 21 22 20 20 26 23 20 157 20 25 20 21 20 28 27 26 22 23 32 39 31 2231 31 30 27
leaf_count=23 23 21 33 29 30 21 22 20 20 26 23 20 157 20 25 20 21 20 28 27 26 22 23 32 39 31 2231 31 30 27
internal_value=0 3.35281e-09 -5.30359e-10 4.31051e-09 -6.71207e-10 4.47603e-09 -3.11889e-10 4.03401e-09 -2.77406e-10 5.02617e-09 -4.08105e-10 -5.98411e-09 1.53422e-09 -5.30576e-07 -3.39235e-07 -7.4473e-09 1.51771e-07 -2.02644e-08 -1.03324e-07 -5.74301e-09 1.35541e-07 4.21264e-07 1.07914e-07 4.61038e-07 -1.21224e-07 8.85341e-08 -2.33253e-08 -1.4774e-07 -3.58311e-08 -4.28611e-07
internal_weight=0 3098 3077 3044 3015 2985 2962 2941 2921 2876 2854 2831 2791 40 45 2765 206 2559 185 2539 281 133 107 84 148 128 2258 97 62 66
internal_count=3121 3098 3077 3044 3015 2985 2962 2941 2921 2876 2854 2831 2791 40 45 2765 206 2559 185 2539 281 133 107 84 148 128 2258 97 62 66
is_linear=0
shrinkage=0.1


Tree=8445
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 1212 402 402 43 4 1209 1208 1213 1209 1209 1209 2 1212 43 402 402 391 129 128 0 47 16 0 2 16 16
split_gain=4.83234e-10 2.79271e-09 1.35742e-09 9.74763e-10 4.97666e-10 5.38475e-09 5.24428e-09 3.14679e-09 3.47312e-09 8.52687e-10 1.19011e-09 7.6715e-10 6.85751e-10 6.70559e-10 5.83624e-10 2.18879e-09 8.72622e-10 6.01893e-09 1.27049e-09 1.20265e-09 2.13772e-09 1.39512e-09 1.06203e-09 6.59748e-10 3.9085e-09 1.07706e-08 4.86812e-09 2.34564e-09 5.71286e-09 7.99907e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.089544999999999986 0.13924000000000003 0.23460000000000003 -0.0047449999999999992 -0.080924999999999983 0.14268500000000003 0.11198500000000002 -0.43370499999999995 0.10691500000000002 -0.087714999999999987 -0.065739999999999979 0.086000000000000007 -0.009474999999999999 0.0034250000000000005 0.11174500000000002 0.10645 -0.087114999999999984 -0.04689999999999999 0.11876500000000001 -0.10151999999999999 0.094160000000000008 -0.12029499999999999 -0.10474999999999998 0.08647500000000001 -0.056919999999999991 -0.23935499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 9 -3 -9 10 12 -10 13 -6 15 -15 17 -16 19 20 -18 -22 23 24 26 -26 27 28 29 -23
right_child=1 4 -4 -5 6 -7 -8 8 11 -11 -12 -13 -14 14 16 -17 18 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=2.0733655519739554e-08 1.1599044498888406e-06 -8.3200740532816249e-07 -9.0720493273823069e-07 -6.465665494488349e-07 5.1850264753738889e-07 1.7030543499174656e-06 -1.4482816604868277e-06 1.4228988383280241e-06 3.6503415060451519e-07 6.4145176782490354e-07 -7.4811064358809312e-07 -4.1985094729611635e-07 5.6365018343223543e-07 3.166661568601822e-07 1.4926812750672981e-06 -1.1287757163103151e-06 -1.0312520188904273e-06 -7.7523662660248436e-07 -5.7763455743042877e-07 7.4106596066123782e-07 8.1838379682743658e-07 2.196059166346852e-07 7.0790014774502205e-07 -3.4429937211609054e-08 5.9385717206843711e-08 2.6797025698431843e-06 -1.3258979000622898e-06 -6.0695383344485284e-08 -5.6006126207819313e-07 2.6631677752134022e-06
leaf_weight=176 21 37 21 25 25 20 25 20 20 21 21 33 22 22 25 20 20 22 38 22 21 37 21 1878 62 21 27 345 32 21
leaf_count=176 21 37 21 25 25 20 25 20 20 21 21 33 22 22 25 20 20 22 38 22 21 37 21 1878 62 21 27 345 32 21
internal_value=0 1.08916e-08 -1.42191e-07 -6.22639e-08 2.50754e-09 1.93695e-07 -6.53701e-09 -8.07336e-08 3.00049e-07 6.69972e-09 1.76641e-09 -1.23668e-07 7.64013e-09 3.03982e-09 -1.85258e-09 -3.71639e-07 4.13934e-09 4.31103e-07 -3.74564e-09 4.95311e-09 -1.56378e-09 6.79069e-09 -1.82905e-10 -6.31982e-09 9.0544e-08 7.22357e-07 -2.29636e-08 5.79082e-08 5.12555e-07 1.10434e-06
internal_weight=0 2899 222 201 2878 130 2748 110 73 2723 2702 53 2681 2659 2634 42 2592 47 2545 2507 2485 2465 2444 2423 545 83 462 435 90 58
internal_count=3121 2899 222 201 2878 130 2748 110 73 2723 2702 53 2681 2659 2634 42 2592 47 2545 2507 2485 2465 2444 2423 545 83 462 435 90 58
is_linear=0
shrinkage=0.1


Tree=8446
num_leaves=31
num_cat=0
split_feature=47 0 16 47 47 0 393 9 0 12 43 1455 159 1455 483 483 483 2 160 484 480 2 480 480 481 2 2 13 42 50
split_gain=4.52313e-10 3.84339e-09 1.98486e-08 5.50308e-09 1.42064e-09 1.00625e-09 6.47623e-10 6.45135e-10 3.46877e-09 2.87939e-09 5.80565e-10 5.79414e-10 2.40172e-09 1.51016e-09 6.58103e-10 3.22281e-09 2.25509e-09 2.0179e-09 1.05463e-09 1.43491e-09 9.33491e-10 9.48181e-10 8.59887e-09 4.77696e-09 4.53007e-09 4.26994e-09 3.4083e-09 6.07616e-09 2.99138e-09 1.72669e-09
threshold=0.092165000000000011 -0.10224499999999999 -0.11676499999999999 0.09550500000000002 0.090100000000000013 -0.094299999999999981 0.12679500000000002 0.085555000000000006 -0.080119999999999983 -0.010834999999999999 -0.0047449999999999992 -0.097209999999999977 -0.016814999999999997 -0.089344999999999994 0.10143000000000001 0.096720000000000014 0.095085000000000017 0.11728500000000001 -0.063384999999999983 -0.0068949999999999992 0.11387000000000001 0.083935000000000023 0.086995000000000017 0.094055000000000014 -0.081539999999999987 0.083215000000000011 0.084415000000000004 -0.085584999999999981 -0.013389999999999997 0.11941000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 -3 6 -5 7 11 -9 -10 -2 12 -1 -13 15 16 20 18 19 -16 21 22 24 26 -15 29 27 -23 -29 -26
right_child=1 3 -4 5 -6 -7 -8 8 9 -11 -12 13 -14 14 17 -17 -18 -19 -20 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.0345966928709391e-06 5.741287705776896e-07 1.6034721800844469e-06 -3.3610178171611118e-06 -6.2600383077753785e-07 8.136890936715315e-07 2.4380302420468072e-08 5.0363731684928307e-07 1.2236879058491468e-06 6.6774973187680844e-07 -8.9352598959319754e-07 -4.8300193280409345e-08 8.4569305239970808e-07 2.5052355533372259e-07 1.3424401429248342e-06 -7.0304044199609459e-07 1.2379912776609782e-06 -9.916534558531409e-07 -1.1283951818898327e-06 5.2764800386739805e-07 3.1984233596441905e-07 6.2378291308580933e-07 1.9872220794544166e-06 -1.8926907558216918e-06 1.3775368240833185e-06 3.5178299045115739e-08 -1.1121350150601397e-06 -1.3874488658812658e-08 8.1737660507098469e-07 -8.9146900108971747e-07 -8.0296349660959374e-07
leaf_weight=26 22 22 21 27 22 200 26 26 21 27 47 21 33 23 32 21 23 21 24 24 24 24 26 26 450 38 1757 21 20 26
leaf_count=26 22 22 21 27 22 200 26 26 21 27 47 21 33 23 32 21 23 21 24 24 24 24 26 26 450 38 1757 21 20 26
internal_value=0 -1.09057e-07 -6.69118e-07 9.33749e-08 1.32886e-08 -5.29782e-08 6.90856e-09 2.18473e-09 2.93425e-07 -2.10468e-07 1.50155e-07 -5.91743e-09 -3.15801e-07 1.11183e-09 -5.76267e-09 4.43168e-09 -6.10728e-09 -2.55978e-07 -2.69691e-08 -2.64662e-07 3.20178e-09 -2.97571e-09 -1.16593e-07 3.16382e-08 -3.05993e-08 -9.20388e-08 1.24322e-08 7.23521e-07 -1.62066e-08 -1.06026e-08
internal_weight=0 339 90 249 2782 227 2760 2734 74 48 69 2660 59 2601 2580 2479 2458 101 80 56 2435 2411 563 1848 537 514 1822 65 41 476
internal_count=3121 339 90 249 2782 227 2760 2734 74 48 69 2660 59 2601 2580 2479 2458 101 80 56 2435 2411 563 1848 537 514 1822 65 41 476
is_linear=0
shrinkage=0.1


Tree=8447
num_leaves=31
num_cat=0
split_feature=142 11 34 13 147 34 123 9 13 2 16 148 48 448 147 16 16 1209 42 52 133 4 43 4 3 159 133 151 150 484
split_gain=5.08341e-10 9.62995e-10 8.04664e-10 1.41131e-09 8.26485e-10 7.92306e-10 2.22781e-09 1.62547e-09 3.30039e-09 2.19564e-09 5.1972e-09 8.07299e-10 8.631e-10 7.78641e-10 9.28427e-10 5.38016e-10 5.0969e-09 2.76767e-09 6.91786e-09 1.62545e-09 2.10727e-09 2.07677e-09 2.71093e-09 2.07431e-09 5.73636e-09 3.70726e-09 1.97431e-09 1.70952e-09 1.72887e-09 1.2271e-09
threshold=-0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 0.099230000000000013 -0.057544999999999992 0.084880000000000025 0.091600000000000015 -0.0039049999999999992 -1.0000000180025095e-35 -0.056919999999999991 1.0000000180025095e-35 -0.089814999999999992 0.030280000000000001 0.089810000000000015 -0.092484999999999984 -0.094359999999999986 -0.087714999999999987 0.087405000000000024 -0.075329999999999994 -0.13941499999999998 0.11275500000000001 0.10915000000000001 -0.00027999999999999998 -0.082879999999999995 -1.0000000180025095e-35 -0.082724999999999979 0.015440000000000001 0.10325000000000002 0.090535000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 9 -9 10 -7 12 -11 14 15 16 19 18 -17 -14 21 22 -21 24 -22 -26 -25 28 29 -28
right_child=1 2 4 -5 -6 7 -8 8 -10 11 -12 -13 13 -15 -16 17 -18 -19 -20 20 23 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=4.5845320369627035e-07 -6.6280717460771979e-07 2.1122769298513464e-07 1.1812058066392898e-06 -8.5092411679930783e-07 4.8409008965361667e-07 -3.5379122721687521e-07 -1.7122624387474359e-07 2.4569323446008813e-07 -1.5492478343048789e-06 5.5109844327359627e-07 1.7960965602076779e-06 -5.3166314571704977e-07 7.2616641832366577e-07 -6.1350456668324555e-07 6.4475768717577679e-07 -6.889194219183992e-07 -1.2274688461619353e-06 -1.205615796181083e-09 1.7120976519180433e-06 1.4925576052130889e-06 3.1033141547303396e-07 -3.1240663997462238e-07 2.2885141802440746e-07 -1.0049557317159952e-06 -2.4860663100670618e-07 -1.934916434720435e-06 9.5409695242008547e-08 8.6986506951027642e-07 -9.1842113024973693e-07 -5.7146810688884163e-07
leaf_weight=24 22 22 21 29 36 23 29 21 20 28 22 29 28 21 22 20 37 2078 30 24 42 36 58 20 22 32 251 22 21 31
leaf_count=24 22 22 21 29 36 23 29 21 20 28 22 29 28 21 22 20 37 2078 30 24 42 36 58 20 22 32 251 22 21 31
internal_value=0 -3.55346e-09 1.16315e-09 -3.92741e-07 7.80638e-09 2.06802e-09 3.96795e-07 -4.6496e-09 -6.29888e-07 4.19913e-09 6.97265e-07 -6.73634e-09 -1.3439e-09 -6.8782e-09 -2.28586e-09 -7.45845e-09 -8.91104e-08 1.64846e-08 7.51691e-07 -1.7357e-08 -5.45997e-08 3.20747e-07 5.98717e-07 -1.55033e-07 -5.66175e-07 -1.2479e-06 -4.06278e-08 1.87154e-08 -4.30842e-08 2.21004e-08
internal_weight=0 3097 3075 51 3024 2988 50 2938 41 2897 45 2852 2823 2795 2774 2752 624 2128 50 587 559 118 82 441 96 54 345 325 303 282
internal_count=3121 3097 3075 51 3024 2988 50 2938 41 2897 45 2852 2823 2795 2774 2752 624 2128 50 587 559 118 82 441 96 54 345 325 303 282
is_linear=0
shrinkage=0.1


Tree=8448
num_leaves=31
num_cat=0
split_feature=401 1213 13 2 1212 50 132 1204 1211 401 15 50 12 0 16 159 132 1209 1211 401 133 403 42 16 52 160 402 2 12 403
split_gain=4.51047e-10 6.46685e-10 3.33472e-09 3.07356e-09 6.25299e-10 6.27732e-10 4.73226e-09 1.18679e-08 2.75353e-09 2.98748e-09 1.80349e-09 2.82046e-09 6.1974e-09 2.63473e-09 2.58803e-09 2.01534e-09 2.13359e-09 1.64527e-09 1.25842e-09 1.97894e-09 2.20698e-09 1.94374e-09 3.73689e-09 8.70713e-09 5.53224e-09 1.05253e-08 3.92961e-09 2.70088e-09 3.79274e-09 1.7424e-09
threshold=0.13837000000000002 0.17417500000000002 -0.084319999999999992 0.085625000000000021 0.13631000000000001 0.083090000000000011 -0.083284999999999984 -0.077669999999999989 0.086285000000000014 0.10632500000000002 0.090325000000000003 0.091320000000000012 0.086210000000000023 -0.079459999999999989 -0.071854999999999988 0.04105000000000001 0.085885000000000003 -0.085894999999999985 0.10406000000000001 -0.13200999999999999 0.51114000000000004 -0.090774999999999981 0.091205000000000008 -0.077879999999999991 -0.0087299999999999982 -0.015149999999999999 0.087035000000000015 0.084985000000000019 0.089735000000000023 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 17 -7 -8 9 10 11 12 -9 -12 -15 16 -13 -1 19 -19 21 22 24 -24 25 -21 27 -26 -29 -23
right_child=-2 2 3 -5 -6 6 7 8 -10 -11 13 15 -14 14 -16 -17 -18 18 -20 20 -22 29 23 -25 26 -27 -28 28 -30 -31
leaf_value=-7.4566455036655241e-07 -4.6188370647758439e-07 1.3589430003724784e-06 -1.064041980417382e-06 5.24494512789935e-07 -5.1226691463549896e-07 1.2213760810400994e-06 -2.3088860711170803e-06 2.0670935147005696e-06 1.2381333367069861e-06 1.2655567434194383e-06 4.5564985488123395e-07 1.470917786104979e-07 -5.2334001713608967e-08 -1.6001884638683351e-06 -1.316204238340409e-07 -7.1856714265708085e-07 -8.7552433182157652e-07 8.6328572319434212e-07 -6.5610018396000669e-07 -2.589894965012718e-06 -8.3875426231116996e-07 -7.7577253833741479e-07 -1.2795112403247395e-07 2.5305210729439669e-06 -7.4474121468618387e-07 6.5437997207595802e-07 1.5342645207934898e-06 1.391842986847153e-06 -1.2525190590571988e-07 -2.0490515391077159e-08
leaf_weight=31 21 21 21 29 24 35 21 22 21 20 22 281 37 24 24 36 22 26 30 20 32 31 28 22 27 20 24 26 45 2078
leaf_count=31 21 21 21 29 24 35 21 22 21 20 22 281 37 24 24 36 22 26 30 20 32 31 28 22 27 20 24 26 45 2078
internal_value=0 3.13183e-09 3.01454e-07 -1.42691e-07 -3.86088e-09 1.99603e-10 9.51804e-08 2.0809e-08 1.16926e-07 6.86774e-08 1.75287e-08 9.98556e-08 7.37961e-07 -4.50559e-07 -8.65904e-07 -1.12011e-08 7.28424e-08 -2.17939e-08 -1.24788e-08 -4.36255e-09 -1.39498e-08 -2.57811e-09 2.86059e-07 1.04178e-06 5.28125e-08 -9.67757e-07 3.87426e-07 1.06567e-07 4.30304e-07 -3.15923e-08
internal_weight=0 3100 71 50 3029 3005 565 530 509 488 468 398 59 70 48 339 303 2440 2409 2379 2353 2321 212 50 162 40 122 98 71 2109
internal_count=3121 3100 71 50 3029 3005 565 530 509 488 468 398 59 70 48 339 303 2440 2409 2379 2353 2321 212 50 162 40 122 98 71 2109
is_linear=0
shrinkage=0.1


Tree=8449
num_leaves=31
num_cat=0
split_feature=1203 132 1185 1203 1213 160 2 42 43 16 402 3 401 403 402 1210 1186 391 0 0 133 51 2 2 1455 2 155 50 51 3
split_gain=4.8999e-10 5.98692e-10 2.37886e-09 1.1771e-09 5.25079e-10 1.55752e-09 2.53183e-09 3.89357e-09 1.37056e-09 3.1009e-09 6.50335e-10 2.41353e-09 8.98131e-10 7.5488e-10 7.94766e-10 2.06598e-09 6.15693e-10 1.1038e-09 5.43256e-10 4.43806e-09 1.1893e-08 2.40694e-09 3.78684e-09 5.80618e-09 2.26184e-09 2.05786e-09 1.59738e-09 1.37037e-09 1.46048e-09 1.36457e-09
threshold=-1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.093235000000000026 -0.016279999999999996 0.085485000000000019 0.086325000000000013 -0.0098449999999999979 -0.08453999999999999 -0.45015499999999992 -0.078084999999999988 -0.13200999999999999 -0.55276999999999987 0.23460000000000003 -0.13847499999999999 -0.089559999999999987 -0.086514999999999981 -0.069954999999999976 -0.067094999999999988 0.087575000000000014 0.020580000000000005 0.10467500000000002 0.094215000000000007 0.086165000000000005 0.11585500000000001 0.10022500000000002 0.13257000000000002 0.11794000000000002 -0.086049999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 10 -6 7 -7 -8 -10 11 -4 -12 -14 15 -15 -17 -18 26 20 -20 24 23 -23 29 -24 -19 28 -27 -21
right_child=1 2 4 -5 5 6 8 -9 9 -11 12 -13 13 14 -16 16 17 18 19 21 -22 22 25 -25 -26 27 -28 -29 -30 -31
leaf_value=4.0219142912671187e-07 -7.5588355744312963e-08 1.0682114136562589e-06 2.851059133701239e-07 -7.847023947828416e-07 9.8265523975203998e-07 3.8599444795159976e-07 9.310674292056979e-07 -1.5396638711232907e-06 9.822829454043087e-07 -6.252245744115775e-07 5.7083823055795286e-07 -1.0931325189626288e-06 -5.4502379990358702e-07 9.6648882545609526e-07 -6.0204840482666366e-07 -5.2177574786420022e-07 7.199494245382778e-07 6.7355050850427135e-09 4.2801146114308201e-07 5.3411145470763195e-08 -2.6056222935721966e-06 2.1382799192136959e-07 -9.2120201819832141e-07 2.2455600318690733e-06 8.9943510840298366e-07 -5.68750749607716e-08 6.6186738911554995e-07 -4.6641486704857022e-07 1.1516294364355418e-06 -2.9591782249054119e-07
leaf_weight=30 176 21 27 27 21 21 29 21 21 28 27 24 26 22 22 23 21 1808 28 182 24 39 22 22 21 20 38 20 20 290
leaf_count=30 176 21 27 27 21 21 29 21 21 28 27 24 26 22 22 23 21 1808 28 182 24 39 22 22 21 20 38 20 20 290
internal_value=0 -3.90598e-09 7.76216e-09 -1.69904e-07 -5.3422e-12 1.88165e-07 4.91296e-08 -5.76835e-07 3.86187e-07 6.37072e-08 -9.73831e-09 -3.63477e-07 -2.99413e-09 -8.84514e-09 -3.52834e-09 1.53606e-09 -6.69861e-09 -2.0619e-09 -8.04542e-09 -8.38893e-08 -9.72127e-07 -1.12661e-08 3.49944e-07 9.46584e-07 -1.16039e-07 -9.38982e-08 2.02214e-08 2.09446e-07 5.47377e-07 -1.61219e-07
internal_weight=0 3091 2888 203 2867 141 120 42 78 49 2726 51 2675 2648 2622 2600 2578 2555 2534 688 52 636 143 61 493 82 1846 60 40 472
internal_count=3121 3091 2888 203 2867 141 120 42 78 49 2726 51 2675 2648 2622 2600 2578 2555 2534 688 52 636 143 61 493 82 1846 60 40 472
is_linear=0
shrinkage=0.1


Tree=8450
num_leaves=31
num_cat=0
split_feature=9 3 33 9 2 97 2 0 48 1 1 2 47 47 2 160 42 484 1456 132 1203 1185 2 132 49 3 160 474 4 2
split_gain=4.73171e-10 1.06566e-09 1.01587e-09 8.93721e-10 5.24345e-10 6.42043e-10 1.51071e-09 3.09644e-09 4.8884e-10 2.50563e-09 1.91499e-09 8.77578e-10 6.25565e-10 1.44218e-09 1.06393e-09 2.06787e-09 9.78189e-10 7.21054e-10 1.23443e-09 6.86296e-10 1.45996e-08 8.20562e-09 2.10968e-09 6.73809e-10 6.0406e-10 2.96487e-09 4.23943e-09 4.17094e-09 2.54005e-09 1.68859e-09
threshold=0.092890000000000014 -0.014944999999999998 -0.009184999999999997 0.085555000000000006 -0.045829999999999989 -0.086464999999999986 -0.0050599999999999994 1.0000000180025095e-35 0.12474000000000002 0.11212500000000002 0.12337000000000002 0.14753000000000002 0.089640000000000011 0.09550500000000002 0.10402500000000002 0.05259500000000001 0.087995000000000004 -0.078424999999999981 -1.0000000180025095e-35 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.083865000000000009 -0.037359999999999997 0.10347500000000003 -0.087429999999999994 -0.081969999999999987 0.083685000000000023 0.056795000000000005 0.10699500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 7 -7 12 -10 -11 -12 19 16 15 17 -14 -15 -19 20 22 -21 -8 -23 -25 -26 -27 28 29 -28
right_child=1 -3 3 -5 5 6 8 -9 9 10 11 -13 13 14 -16 -17 -18 18 -20 21 -22 23 -24 24 25 26 27 -29 -30 -31
leaf_value=-6.0455853047512526e-07 -1.0407195410217746e-07 8.2597201992743146e-07 -4.0061501894425335e-07 6.2154065784378203e-07 -5.5079185694055585e-07 1.4973994734646113e-06 -1.029401735505334e-06 -2.4119629231444421e-07 9.9464780658246174e-07 -9.3764510850746789e-07 6.041184014996496e-07 -2.578116945663905e-07 -1.1526014315098689e-06 -5.4563718074567603e-07 -5.7485061713644907e-07 9.6916997557898514e-07 -1.9843372117953722e-07 7.3887478208689577e-07 -1.033452148189737e-07 -2.027921466378757e-06 2.741607392238166e-06 4.549260998401499e-07 2.1048464144238187e-08 1.5299238690557437e-08 6.9351929641236372e-07 -1.302843699906791e-06 -1.3118249160015696e-06 1.2142823482550047e-06 1.694027551229069e-07 -1.5839327922797319e-07
leaf_weight=28 28 22 33 23 21 20 22 21 29 20 27 21 22 28 34 21 21 20 134 20 20 33 146 2114 33 36 30 21 51 22
leaf_count=28 28 22 33 23 21 20 22 21 29 20 27 21 22 28 34 21 21 20 134 20 20 33 146 2114 33 36 30 21 51 22
internal_value=0 3.05147e-07 -4.97349e-09 5.43562e-10 -4.18589e-09 1.93813e-10 4.09493e-09 6.06899e-07 -4.35464e-09 2.16382e-07 -1.15526e-07 2.27024e-07 -1.19259e-08 -1.53805e-07 -5.71348e-08 2.95762e-08 -6.86613e-07 -7.88385e-08 6.03401e-09 3.6652e-09 1.87545e-07 -1.09828e-08 -1.1651e-07 6.25598e-09 -1.61931e-10 -1.69514e-07 -3.47514e-07 -7.01607e-08 -3.32037e-07 -8.23835e-07
internal_weight=0 50 3071 3043 3020 2987 2966 41 2925 97 68 48 2828 280 237 203 43 182 154 2548 188 2360 168 2340 2307 193 160 124 103 52
internal_count=3121 50 3071 3043 3020 2987 2966 41 2925 97 68 48 2828 280 237 203 43 182 154 2548 188 2360 168 2340 2307 193 160 124 103 52
is_linear=0
shrinkage=0.1


Tree=8451
num_leaves=31
num_cat=0
split_feature=394 132 1186 1203 398 1201 1212 1212 158 159 1212 4 4 3 3 42 1213 1447 43 159 1447 3 15 479 1447 160 160 2 13 0
split_gain=4.62425e-10 8.41901e-09 1.07396e-08 5.2727e-10 5.83979e-10 5.80442e-10 5.09147e-10 3.00413e-09 1.41964e-09 3.11291e-09 1.08885e-09 2.57062e-09 1.85724e-09 1.31819e-09 1.528e-09 3.65409e-09 1.04921e-09 8.66743e-10 2.10415e-09 1.58606e-09 9.66393e-10 4.92486e-09 1.06506e-08 1.40583e-09 7.22858e-10 1.69189e-09 7.8013e-10 7.78473e-09 1.52138e-08 7.10863e-09
threshold=1.0000000180025095e-35 -0.083284999999999984 -0.085584999999999981 -1.0000000180025095e-35 0.087820000000000023 -0.080364999999999978 0.087505000000000013 0.086860000000000007 0.10874500000000002 -0.017094999999999996 0.10083000000000002 -0.085409999999999986 -0.079164999999999985 -0.076514999999999986 -0.082284999999999983 0.09858500000000002 -0.021674999999999996 -0.086359999999999978 -0.072269999999999987 -0.092414999999999983 -0.081174999999999983 -0.085784999999999986 -0.083359999999999976 0.10713500000000002 -0.072479999999999989 -0.55248999999999981 -0.40698999999999991 0.090050000000000005 -0.081029999999999977 -0.080604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 7 17 9 -8 11 -11 -13 14 16 -16 -12 18 19 -7 21 -19 -23 24 -22 -26 27 28 -27 -29
right_child=1 2 -4 4 -6 6 8 -9 -10 10 13 12 -14 -15 15 -17 -18 20 -20 -21 23 22 -24 -25 25 26 -28 29 -30 -31
leaf_value=4.3357995520165318e-07 1.8595619614505109e-06 1.0884010286552572e-06 -1.6008457709121463e-06 4.3287042061024295e-07 -3.6003836241816511e-07 4.9977212910334858e-07 -1.13947962162797e-06 -1.2132619368847893e-06 8.7618146786237205e-07 -1.4657125171580495e-07 5.9782350524107674e-07 1.5951207298870863e-06 2.7750361709877329e-07 5.4599933733815331e-07 -1.5069176512220705e-06 2.9576961744417285e-07 -3.4462962616998993e-07 6.0820989081240713e-07 1.0120602571106474e-06 -4.6163881961547304e-07 -5.2594697836281869e-07 2.8007966761307489e-07 -2.7645869029413461e-06 6.9184795502711245e-07 9.0103236345839825e-07 -2.8400251751116282e-06 -9.5216215335004237e-09 1.4642980367169149e-06 5.16982834773848e-07 -6.1229120820183178e-07
leaf_weight=27 23 27 33 30 47 32 20 21 23 38 27 23 20 31 23 22 21 31 28 37 28 27 20 28 20 27 2294 34 27 32
leaf_count=27 23 27 33 30 47 32 20 21 23 38 27 23 20 31 23 22 21 31 28 37 28 27 20 28 20 27 2294 34 27 32
internal_value=0 2.32878e-07 -3.90685e-07 -6.36286e-09 -1.03079e-08 -4.76222e-09 -9.23699e-09 -2.1895e-08 1.27857e-07 5.13616e-08 1.67541e-07 4.52693e-07 9.82276e-07 -1.87273e-08 -2.06969e-07 -6.25604e-07 1.855e-07 -1.25071e-08 2.80925e-07 -1.57671e-08 -2.35908e-08 -3.70193e-07 -1.01552e-06 -1.27334e-08 -2.07465e-08 -1.49348e-08 -2.25236e-08 -2.71078e-07 -1.16152e-06 4.57467e-07
internal_weight=0 83 60 3038 3011 2964 2934 2686 248 225 205 81 43 124 93 45 48 2665 97 69 2568 78 47 2490 2462 2434 2414 120 54 66
internal_count=3121 83 60 3038 3011 2964 2934 2686 248 225 205 81 43 124 93 45 48 2665 97 69 2568 78 47 2490 2462 2434 2414 120 54 66
is_linear=0
shrinkage=0.1


Tree=8452
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1213 2 12 13 15 403 1210 1210 402 43 402 130 0 13 402 1186 391 1213 403 1210 1210 3 3 1447 0 133 402
split_gain=5.13443e-10 2.54913e-09 1.87863e-09 5.01852e-10 1.65726e-09 4.77702e-09 1.31022e-09 1.43626e-09 6.19934e-10 7.39712e-10 1.84049e-09 6.63364e-10 2.52775e-09 8.88373e-10 1.54304e-09 2.4477e-09 1.54968e-09 6.79248e-10 6.42072e-10 9.06348e-10 6.04868e-10 7.69158e-10 2.76539e-09 2.62652e-09 1.93186e-09 3.39481e-09 5.0741e-09 1.87054e-09 1.51808e-09 1.75722e-09
threshold=-0.083174999999999985 -0.014244999999999999 0.089005000000000015 0.093235000000000026 0.083865000000000009 0.086305000000000007 -0.082759999999999986 0.086195000000000008 -0.55276999999999987 -0.14310999999999999 -0.094799999999999982 -0.45015499999999992 0.055925000000000009 -0.089154999999999998 0.084580000000000016 -0.068189999999999987 -0.067149999999999987 -0.085044999999999996 -0.089559999999999987 -0.086514999999999981 0.052820000000000013 -0.0047449999999999992 -0.052634999999999994 -0.062079999999999989 -0.087784999999999988 -0.086224999999999982 -0.082229999999999984 -0.081304999999999975 -0.0084449999999999994 0.088505000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 8 -5 -6 -7 -8 -3 -10 -11 12 -12 14 15 16 -13 -15 -19 -20 21 22 -21 -23 27 -26 -27 -24 29 -28
right_child=1 3 -4 4 5 6 7 -9 9 10 11 13 -14 17 -16 -17 -18 18 19 20 -22 23 24 -25 25 26 28 -29 -30 -31
leaf_value=-3.8328185423662759e-08 1.0598041058074159e-06 -4.7477113506642718e-07 -9.2834369251317254e-07 7.8344193939626295e-07 -1.402254630988864e-06 1.0002520503976918e-06 6.6740210885340145e-07 -2.9211801921892637e-07 -4.3416939223998973e-07 9.6020440746968923e-07 -1.0386038979959267e-06 1.4896919472968357e-06 4.1782509793041421e-07 -5.4989386354543013e-07 -4.9426978369576149e-07 -2.636534475186636e-07 4.5641382292673217e-07 -5.2978870860937128e-07 6.5517719192376677e-07 1.2716220790512777e-06 -3.8545083981835974e-07 -1.1291185160189343e-06 9.787782707425741e-07 -5.2564379185166695e-09 -1.1515529843530169e-06 1.5398936983501701e-06 -1.2168950092927845e-06 -1.280140816871923e-07 1.9068192571580767e-07 5.2270257455688807e-08
leaf_weight=195 23 28 27 35 20 21 26 39 39 20 26 21 22 23 22 34 47 23 21 21 41 21 37 2128 27 20 24 26 44 20
leaf_count=195 23 28 27 35 20 21 26 39 39 20 26 21 22 23 22 34 47 23 21 21 41 21 37 2128 27 20 24 26 44 20
internal_value=0 1.12214e-08 -1.46573e-07 2.83568e-09 1.86812e-07 -1.01882e-08 3.13548e-07 9.169e-08 -6.64904e-09 -1.80699e-09 4.51315e-09 -2.70506e-09 -3.71074e-07 4.09559e-09 2.65297e-07 4.29125e-07 7.75514e-07 -8.98558e-09 -3.91387e-09 1.06355e-09 -4.63857e-09 1.95489e-09 1.80486e-07 -1.62388e-08 6.47591e-08 -1.48623e-07 1.02109e-07 5.22007e-07 -2.2466e-07 -6.40002e-07
internal_weight=0 2899 222 2876 141 106 86 65 2735 2707 2668 2648 48 2600 124 102 68 2476 2453 2430 2409 2368 219 2149 198 135 108 63 88 44
internal_count=3121 2899 222 2876 141 106 86 65 2735 2707 2668 2648 48 2600 124 102 68 2476 2453 2430 2409 2368 219 2149 198 135 108 63 88 44
is_linear=0
shrinkage=0.1


Tree=8453
num_leaves=31
num_cat=0
split_feature=403 403 1210 1210 1208 403 13 13 42 484 3 13 42 481 160 4 12 1375 52 52 0 0 43 1213 52 4 3 4 4 42
split_gain=4.91602e-10 5.87333e-10 1.0866e-09 6.20324e-10 7.92701e-10 1.32915e-09 5.39625e-10 2.6654e-09 8.91371e-09 7.07532e-09 1.05054e-08 7.15281e-09 4.67081e-09 4.18682e-09 3.94975e-09 3.6053e-09 3.1613e-09 2.61465e-09 1.52904e-09 2.97565e-09 2.31162e-09 5.10713e-09 2.73165e-09 4.57786e-09 2.87672e-09 2.40085e-09 2.27445e-09 2.17422e-09 5.30059e-09 1.50831e-09
threshold=-0.55327499999999985 -0.54856499999999986 -0.41266499999999995 -0.14175499999999996 0.11846000000000001 -0.53255499999999989 -0.084774999999999989 -0.087714999999999987 0.083715000000000026 0.086135000000000017 -0.086274999999999977 -0.085669999999999982 0.089810000000000015 -0.081334999999999977 -0.090969999999999981 -0.0057249999999999992 0.085325000000000012 0.060690000000000008 -0.23375999999999997 -0.13993999999999998 -0.08824499999999999 -0.086934999999999985 -0.0047449999999999992 -0.090324999999999989 0.086040000000000019 -0.15289999999999995 -0.081164999999999987 -0.07712999999999999 -0.082249999999999976 0.10194000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 17 -9 10 -10 -11 13 -12 -15 16 -16 18 -7 -20 27 -22 24 -24 -23 -25 -27 28 -21 -29
right_child=1 2 3 4 -6 6 -8 8 9 11 12 -13 -14 14 15 -17 -18 -19 19 20 21 22 23 25 -26 26 -28 29 -30 -31
leaf_value=3.6739525752535786e-07 -4.8702086337470973e-07 7.1650674834970799e-07 -5.1168573745504393e-07 -7.3166260486345903e-07 6.1097957653611868e-07 -7.9587295520310454e-07 2.7219018454498963e-08 -2.13611563322047e-06 -2.2034175929418001e-06 2.264805493723543e-06 1.2216800352386297e-06 -2.8520479263120663e-07 -1.1944555327166502e-06 9.5744463707255236e-07 -9.247227197306529e-07 -1.6800961043372808e-06 8.5328197968692626e-07 1.0683617478690622e-06 1.149726579572159e-06 2.4540519144073353e-07 1.7304646971318844e-06 4.7486643051750916e-08 1.4917491011214293e-06 8.4482260044401655e-07 -1.463953265812279e-06 -1.1521595501746908e-06 8.4384721927277756e-08 -1.5426622992400076e-07 -1.9757325303327802e-06 6.071288004446176e-07
leaf_weight=36 25 21 24 25 21 23 2134 25 28 22 30 22 30 23 20 20 20 24 23 22 21 34 27 26 20 21 51 253 21 29
leaf_count=36 25 21 24 25 21 23 2134 25 28 22 30 22 30 23 20 20 20 24 23 22 21 34 27 26 20 21 51 253 21 29
internal_value=0 -4.28971e-09 -3.45823e-10 -5.29939e-09 -1.26846e-09 -5.56278e-09 5.51226e-10 -6.76033e-08 -3.48917e-07 -1.41103e-07 -4.32096e-07 9.898e-07 -8.52642e-08 2.09211e-07 -1.56741e-07 -5.83846e-07 -3.57204e-08 4.58678e-08 2.89083e-09 3.64156e-08 -1.2358e-08 2.55131e-07 8.20467e-08 3.38807e-07 -5.12306e-07 2.11598e-08 -2.76274e-07 -1.76966e-07 -8.39336e-07 -7.59667e-08
internal_weight=0 3085 3060 3039 3015 2994 2969 835 240 215 171 44 143 113 83 60 40 595 571 548 525 200 179 125 54 98 72 325 43 282
internal_count=3121 3085 3060 3039 3015 2994 2969 835 240 215 171 44 143 113 83 60 40 595 571 548 525 200 179 125 54 98 72 325 43 282
is_linear=0
shrinkage=0.1


Tree=8454
num_leaves=31
num_cat=0
split_feature=403 3 403 403 403 403 159 158 50 401 0 2 42 403 402 42 130 400 132 50 400 2 403 1212 15 132 131 401 403 403
split_gain=4.53956e-10 3.82668e-09 7.68001e-10 7.05396e-10 7.71793e-10 4.77692e-10 2.66335e-09 3.31341e-09 3.08248e-09 3.10006e-09 1.51043e-09 3.16537e-09 1.91417e-09 1.43691e-09 1.14838e-09 2.32451e-09 2.1517e-09 1.09096e-09 2.03859e-09 1.82135e-08 1.54909e-08 1.72653e-09 1.22147e-09 9.85562e-10 2.59506e-09 8.42212e-10 6.83866e-10 6.46512e-10 1.75476e-09 2.339e-09
threshold=-0.5492149999999999 -0.085784999999999986 -0.5425549999999999 -0.5335399999999999 -0.52800499999999995 -0.084339999999999984 -0.025879999999999997 0.10254000000000001 0.090630000000000016 0.080710000000000018 -0.069954999999999976 0.097385000000000013 0.087825000000000014 -0.083444999999999991 -0.092414999999999983 -0.090684999999999988 0.086055000000000006 -0.082339999999999983 -0.083284999999999984 0.096530000000000019 -0.065244999999999984 0.085955000000000018 -0.067394999999999983 0.08759500000000002 0.084905000000000022 -0.085099999999999981 -0.076979999999999979 -0.46360499999999999 -0.062634999999999982 -0.081499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 -6 8 9 10 11 12 14 -7 15 -8 23 21 19 22 -20 -15 -19 24 25 -16 -24 -22 29 -29
right_child=2 -3 3 4 5 13 7 -9 -10 -11 -12 -13 -14 17 16 -17 -18 18 20 -21 27 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=1.3098011449259998e-06 -6.2280708334583324e-07 -3.8279814488947417e-07 5.9083286146233155e-07 -5.8208197848987606e-07 -8.3212891744161822e-07 -8.5995793256188343e-07 -1.1954457635354744e-06 1.431232173274566e-06 1.0702843994181423e-06 -9.5709204328405435e-07 8.1012838964206997e-07 -1.1384503984518665e-06 1.0795782412742483e-06 -1.1095797021979429e-06 -2.8938148917942192e-07 1.7080968298228761e-07 1.0860737115367753e-06 -8.2765854266142462e-07 -2.7920424509986219e-06 3.1614522464451513e-06 -4.3042659519735884e-07 5.0601474397588957e-08 4.5725393457440049e-07 4.1754151641812539e-07 -1.1015497961543793e-06 5.1436887389400003e-07 -1.4572572410997965e-07 -3.1439927766996339e-07 -4.7282221070336738e-09 1.0278621518126957e-06
leaf_weight=22 20 34 20 23 28 20 20 20 30 30 28 21 20 23 22 33 23 20 20 20 34 29 27 42 22 32 62 20 2319 37
leaf_count=22 20 34 20 23 28 20 20 20 30 30 28 21 20 23 22 33 23 20 20 20 34 29 27 42 22 32 62 20 2319 37
internal_value=0 2.82152e-07 -5.15426e-09 -1.09743e-09 -5.01102e-09 -5.89752e-10 1.05639e-07 1.82191e-07 1.04851e-07 6.0017e-09 1.1586e-07 3.3139e-08 1.48108e-07 -1.55692e-08 5.20802e-08 -3.44758e-07 2.01246e-07 -9.10124e-09 1.13149e-10 3.87494e-07 -2.04515e-08 -4.62556e-07 -1.21489e-07 2.87802e-08 -1.86062e-07 1.86915e-07 3.72007e-08 2.54924e-09 8.74502e-09 5.56893e-07
internal_weight=0 56 3065 3045 3025 3002 371 343 323 293 263 235 214 2631 194 53 141 2611 2559 129 2430 52 109 118 76 54 89 2410 2376 57
internal_count=3121 56 3065 3045 3025 3002 371 343 323 293 263 235 214 2631 194 53 141 2611 2559 129 2430 52 109 118 76 54 89 2410 2376 57
is_linear=0
shrinkage=0.1


Tree=8455
num_leaves=31
num_cat=0
split_feature=128 12 128 132 15 1185 50 128 1210 1213 12 130 132 0 12 403 132 400 12 1201 4 0 1455 0 1455 1452 483 482 130 130
split_gain=5.3429e-10 1.45461e-09 7.62563e-10 7.20733e-10 1.50081e-08 7.06065e-09 2.40743e-09 7.75212e-10 7.09921e-10 7.12216e-09 9.9825e-09 6.70527e-10 1.03372e-09 1.33262e-09 1.14432e-09 6.19368e-10 8.16804e-10 5.91826e-10 2.18074e-09 1.93712e-09 6.13119e-10 5.64898e-10 3.99158e-09 2.28031e-09 2.00549e-09 1.82786e-09 1.42618e-09 2.33833e-09 1.39228e-09 1.42869e-09
threshold=0.11059000000000001 0.11418000000000002 0.11876500000000001 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.08461500000000001 0.10670500000000001 -0.099939999999999987 -0.083944999999999978 0.092355000000000007 0.115025 -0.26631499999999991 -0.097274999999999986 0.088365000000000013 -0.089609999999999981 -0.095229999999999995 -0.064794999999999978 0.087535000000000016 -0.06241 -0.079329999999999984 -0.068189999999999987 -1.0000000180025095e-35 -0.069824999999999984 0.097155000000000019 -0.069739999999999983 0.10143000000000001 0.081345000000000015 0.085870000000000016 0.0053350000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -5 11 8 9 -7 -11 12 -1 -14 15 -15 -17 18 -10 -20 -21 23 -23 25 26 -19 27 -24 29 -27
right_child=1 -3 -4 5 -6 7 -8 -9 17 10 -12 -13 13 14 -16 16 -18 21 19 20 -22 22 24 -25 -26 28 -28 -29 -30 -31
leaf_value=7.227797807858721e-07 -3.9849456584306614e-07 -9.237989744455579e-07 4.3757700141829521e-07 -1.7912486999772558e-06 2.592449884399111e-06 1.2069789709996604e-06 -1.1567181585192544e-06 6.1248988891921256e-07 -6.4920666250856132e-07 -2.3076065732451616e-06 6.6403839298345708e-07 -4.7758346918650813e-07 -7.664686323494153e-07 3.7703512297022307e-07 7.4455388970739528e-07 1.2505590613424528e-07 -7.1851364589809403e-07 -7.5955642766227051e-07 1.3649698692930202e-06 5.4350816102536708e-07 -1.7901489064056281e-07 -1.4345379890116984e-06 -8.507113925190778e-08 8.6603224147552282e-07 9.0477622465682952e-07 1.4638533343536052e-08 -8.2258946865939237e-07 7.6895048500639809e-07 3.2618355806491985e-07 -6.8131444050341848e-07
leaf_weight=22 20 23 24 22 23 21 20 21 20 26 20 24 20 21 23 24 22 30 20 24 23 21 562 32 22 1759 24 34 144 30
leaf_count=22 20 23 24 22 23 21 20 21 20 26 20 24 20 21 23 24 22 30 20 24 23 21 562 32 22 1759 24 34 144 30
internal_value=0 -2.79335e-07 5.75445e-08 6.13728e-09 1.90142e-07 -6.68827e-09 -1.23796e-07 7.16994e-09 2.64942e-09 -3.18962e-07 -1.01559e-06 8.63011e-09 9.70326e-08 -2.81169e-08 1.35961e-07 -7.29585e-08 -2.7839e-07 1.04993e-08 2.67151e-07 5.4069e-07 1.89933e-07 2.09875e-09 -7.78703e-08 2.86749e-08 -3.34934e-08 1.50247e-08 -6.67868e-08 -3.63518e-08 2.70461e-08 2.968e-09
internal_weight=0 67 44 3054 199 2855 176 2833 2812 67 46 156 132 110 90 67 46 2745 87 67 47 2658 663 1995 642 1963 620 596 1933 1789
internal_count=3121 67 44 3054 199 2855 176 2833 2812 67 46 156 132 110 90 67 46 2745 87 67 47 2658 663 1995 642 1963 620 596 1933 1789
is_linear=0
shrinkage=0.1


Tree=8456
num_leaves=31
num_cat=0
split_feature=132 1203 399 50 403 42 403 2 12 3 2 1213 132 151 2 1375 49 12 151 15 42 124 151 12 483 457 2 0 0 1
split_gain=5.63603e-10 2.31556e-09 2.29517e-09 6.3823e-10 5.70757e-10 2.96102e-09 6.57939e-10 5.21127e-10 1.27945e-09 1.07784e-09 6.32712e-10 8.38554e-10 5.90179e-10 4.75431e-10 1.7822e-09 6.9929e-09 3.64003e-09 1.96943e-09 1.92449e-09 1.48342e-09 3.41924e-09 1.81492e-09 2.11478e-09 1.38189e-09 1.13407e-09 7.12461e-10 2.5114e-09 1.15435e-09 3.32753e-09 2.38204e-09
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.093975000000000017 -0.5492149999999999 0.091205000000000008 -0.53762499999999991 0.090675000000000019 0.11418000000000002 -0.073309999999999986 0.085045000000000023 0.052820000000000013 -0.095229999999999995 -0.08483499999999998 0.087015000000000023 -0.15308499999999997 -0.0049799999999999992 0.08401500000000002 -0.091649999999999995 -0.052074999999999989 0.083715000000000026 -1.0000000180025095e-35 -0.24431999999999998 0.083985000000000018 0.075345000000000009 0.098180000000000003 0.11389000000000002 -0.14723999999999998 -0.14116499999999996 0.10205500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 5 -2 -6 10 9 -9 12 -12 -1 14 16 -16 17 24 19 21 -21 -17 -23 -20 -8 27 -27 29 -29 -15
right_child=2 -3 -4 -5 6 -7 13 8 -10 -11 11 -13 -14 25 15 18 -18 -19 23 20 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=2.5683892763102752e-07 -3.8548275256289348e-07 -1.1808122158640801e-06 7.8366298698471698e-07 -5.7216517163959953e-07 -4.7045114191253871e-07 1.1410938569156315e-06 1.7477561618092937e-07 -3.916653997274959e-07 -8.536484844715428e-07 5.5607031394326145e-07 3.1145619772132703e-08 8.964253468201649e-07 -3.6534004536751157e-07 -7.0115078570022953e-08 2.0149303119459155e-06 -6.8317185309751959e-07 -1.2740271364464206e-06 9.6881307058538375e-07 1.957615630487908e-07 -1.4893985217347771e-06 2.0449905509149877e-07 -5.8901802373968947e-08 1.1922932088737072e-06 1.1824741921951832e-06 -7.4665529800974832e-07 1.2013328187502992e-07 -1.2362784998133845e-06 -1.0235032282442567e-06 -1.1762128708908341e-08 6.1833860168308519e-07
leaf_weight=30 27 20 38 21 30 24 34 24 21 24 24 21 31 119 21 20 25 20 40 22 26 35 22 22 22 39 21 33 2178 87
leaf_count=30 27 20 38 21 30 24 34 24 21 24 24 21 31 119 21 20 25 20 40 22 26 35 22 22 22 39 21 33 2178 87
internal_value=0 -1.55836e-07 1.15942e-08 -5.12465e-08 1.36097e-09 3.32906e-07 -4.64358e-09 1.12637e-08 -2.02622e-07 8.22025e-08 1.50491e-07 4.34943e-07 -5.93504e-08 3.72296e-10 1.17332e-07 2.84683e-07 -2.27312e-07 1.17003e-07 9.03773e-08 -1.35555e-07 -5.71871e-07 1.36434e-07 4.24016e-07 5.45885e-07 -1.87215e-07 -1.42182e-08 -3.54611e-07 -5.76821e-09 -2.68627e-08 2.2064e-07
internal_weight=0 216 2905 196 2867 51 2816 175 69 48 106 45 61 2786 309 208 101 76 187 125 48 77 57 62 56 2477 60 2417 2211 206
internal_count=3121 216 2905 196 2867 51 2816 175 69 48 106 45 61 2786 309 208 101 76 187 125 48 77 57 62 56 2477 60 2417 2211 206
is_linear=0
shrinkage=0.1


Tree=8457
num_leaves=31
num_cat=0
split_feature=142 45 3 1429 156 1429 51 1213 1210 376 51 0 51 150 51 52 1446 120 130 16 4 131 131 12 52 47 0 16 13 47
split_gain=4.86729e-10 9.75187e-10 6.80247e-09 7.74254e-10 1.19058e-09 7.64159e-10 5.83786e-10 2.38445e-09 5.53078e-09 2.18143e-09 2.37067e-09 6.93364e-09 2.04584e-09 1.96553e-09 7.24682e-09 4.24785e-09 1.18218e-09 1.05496e-09 1.12844e-09 1.15172e-09 2.10816e-09 1.84257e-09 1.61289e-09 2.40034e-09 2.7597e-09 1.43186e-09 5.31539e-09 1.59207e-08 6.74476e-09 3.18314e-09
threshold=-0.057499999999999989 0.083445000000000005 0.096675000000000011 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 0.078435000000000019 -0.083944999999999978 -0.062079999999999989 0.083705000000000016 0.089355000000000004 -0.14051499999999997 0.090560000000000015 0.090480000000000019 0.094785000000000022 -0.068719999999999989 0.11483500000000001 1.0000000180025095e-35 -0.21482499999999996 0.0065250000000000004 -0.15764999999999998 0.090175000000000019 0.096455000000000013 0.094375000000000014 0.016565000000000003 0.092165000000000011 -0.10224499999999999 -0.29154999999999992 -1.0000000180025095e-35 0.088555000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 16 -8 -9 10 11 -10 -12 14 -14 -15 17 18 -7 20 -20 -21 -23 -24 -25 29 27 -27 -28 -22
right_child=1 2 -4 4 -6 6 7 8 9 -11 12 -13 13 15 -16 -17 -18 -19 19 21 25 22 23 24 -26 26 28 -29 -30 -31
leaf_value=4.4860729223235767e-07 6.0882103276699559e-07 -1.8700674681326744e-06 5.1084089501311308e-07 5.7882958799382327e-07 -7.694777212918781e-07 7.8016046174411717e-07 8.6406019074540077e-07 -1.7425880947658222e-06 -2.0946656280849331e-06 7.2803655389326463e-07 7.998277838466424e-07 3.8853319754549451e-07 -1.8517974691576456e-06 1.286604365473236e-06 -5.753375492444103e-08 -6.3620624906945983e-07 -7.4705720408019262e-07 -5.5494439522824962e-07 1.0174030394508641e-06 -1.7338404097799941e-07 6.5822648990288334e-08 7.1106505501461474e-07 -9.3708703378156542e-07 -2.8223612216512116e-07 1.2124358980664902e-06 1.9367553454949939e-07 -2.7590591048902545e-07 -3.1137712064512679e-06 1.6568529754295016e-06 1.3350761716424131e-06
leaf_weight=24 21 20 30 23 20 20 24 21 22 31 26 23 25 27 226 20 20 31 23 511 1638 48 21 30 21 43 65 22 25 20
leaf_count=24 21 20 30 23 20 20 24 21 22 31 26 23 25 27 226 20 20 31 23 511 1638 48 21 30 21 43 65 22 25 20
internal_value=0 -3.47163e-09 -4.41522e-07 3.7166e-09 -4.82734e-10 4.63367e-09 2.0641e-10 -1.05443e-07 -1.60711e-07 -7.76627e-08 -1.4535e-07 -8.25475e-07 -5.08884e-08 -1.25112e-07 -2.36245e-07 4.68387e-07 1.87304e-08 2.48129e-08 3.20395e-08 2.59744e-08 6.60304e-08 -9.05751e-08 2.62053e-07 -3.72883e-08 3.33217e-07 5.39611e-08 -2.36693e-07 -9.25768e-07 2.60972e-07 8.11333e-08
internal_weight=0 3097 50 3047 3026 3006 2983 445 421 400 369 45 324 298 251 47 2538 2518 2487 2467 1836 631 120 72 51 1813 155 65 90 1658
internal_count=3121 3097 50 3047 3026 3006 2983 445 421 400 369 45 324 298 251 47 2538 2518 2487 2467 1836 631 120 72 51 1813 155 65 90 1658
is_linear=0
shrinkage=0.1


Tree=8458
num_leaves=31
num_cat=0
split_feature=0 47 15 10 0 15 0 0 2 4 130 4 158 159 403 13 4 1447 12 480 403 0 3 12 42 0 0 12 0 129
split_gain=5.5594e-10 3.82783e-09 1.16777e-08 6.71908e-09 1.92917e-09 2.11597e-09 1.76751e-09 1.43576e-09 4.26878e-09 5.11207e-09 9.67761e-10 1.12876e-09 1.1434e-09 1.74428e-09 4.03869e-09 3.99222e-09 1.34762e-09 1.16314e-09 3.50125e-09 3.87174e-09 1.82403e-09 1.03933e-09 2.99068e-09 2.59137e-09 2.58774e-09 1.11932e-09 1.30376e-09 2.24672e-09 1.74473e-09 1.77257e-09
threshold=-0.10151999999999999 0.094160000000000008 -0.11033999999999998 -1.0000000180025095e-35 -0.097024999999999986 -0.099734999999999976 -0.10607499999999999 -0.094299999999999981 0.089725000000000013 -0.0035949999999999997 -0.22562499999999999 0.62736500000000006 1.0000000180025095e-35 -0.025879999999999997 -0.084339999999999984 -0.084154999999999994 -0.083854999999999985 -0.085684999999999997 0.083985000000000018 0.08610000000000001 -0.55276999999999987 -0.090314999999999993 -0.080634999999999984 0.084735000000000019 0.088380000000000014 -0.089269999999999988 -0.08824499999999999 0.088305000000000008 -0.087794999999999998 -0.077709999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -5 8 9 -6 -9 12 17 -14 -15 -16 -17 18 -12 -20 -19 22 23 -22 -24 -23 27 -27 -28 -30
right_child=4 2 -4 6 7 -7 -8 10 -10 -11 11 -13 13 14 15 16 -18 20 19 -21 21 25 24 -25 -26 26 28 -29 29 -31
leaf_value=-1.8158429315917603e-06 -1.1604575277601726e-06 5.9344441142193449e-08 2.7525260726352354e-06 -3.4820999339973715e-09 1.1321257472021982e-06 -1.3468832361986345e-07 6.7420522403457052e-07 -7.106349853813754e-07 1.56246407280615e-06 -8.2420124422643482e-07 1.390436504304186e-06 6.8503756650621348e-07 -1.0563643933852766e-06 1.1110880608533119e-06 -1.2556805419145738e-06 5.4265073886042584e-07 -2.1634083954876971e-07 -9.1680438303724676e-07 9.223449279278821e-07 -6.5305497211435683e-07 -6.0104163533371604e-07 6.0244212827242907e-07 -1.6350170580399965e-06 7.2517404828765985e-07 -9.4857135763959384e-08 -9.1218631925621111e-07 7.528579660132096e-07 3.9724098996885007e-07 -9.0548326738826299e-07 1.888957574504794e-08
leaf_weight=20 30 69 21 460 22 61 42 20 23 34 24 23 23 23 35 29 121 22 26 39 26 32 24 34 20 38 32 20 21 1707
leaf_count=20 30 69 21 460 22 61 42 20 23 34 24 23 23 23 35 29 121 22 26 39 26 32 24 34 20 38 32 20 21 1707
internal_value=0 8.54507e-08 6.87753e-07 -1.83946e-08 -2.08497e-08 -4.72854e-07 5.32168e-08 -3.83879e-09 4.15451e-07 -5.56442e-08 -1.80003e-08 -1.20268e-08 -1.90096e-08 -2.30002e-07 -1.38626e-07 -2.93996e-07 -6.96025e-08 4.59302e-09 3.58228e-07 -2.2895e-08 -1.13349e-08 -1.14023e-09 -3.08738e-07 1.50481e-07 -9.34944e-07 1.61517e-08 5.83199e-09 -4.6066e-07 2.1205e-08 7.65588e-09
internal_weight=0 612 90 522 2509 91 502 2418 79 56 2339 2319 2296 231 208 185 150 2065 89 65 1976 1954 104 60 44 1850 1818 58 1760 1728
internal_count=3121 612 90 522 2509 91 502 2418 79 56 2339 2319 2296 231 208 185 150 2065 89 65 1976 1954 104 60 44 1850 1818 58 1760 1728
is_linear=0
shrinkage=0.1


Tree=8459
num_leaves=31
num_cat=0
split_feature=132 394 1203 403 3 1210 1213 1209 50 1429 156 1429 0 484 10 39 1455 50 16 155 402 2 43 16 3 0 160 3 4 160
split_gain=4.68478e-10 2.10652e-09 1.96805e-09 5.25592e-10 3.71542e-09 7.60247e-10 7.46463e-09 7.62896e-10 4.99035e-10 4.73947e-10 1.47117e-09 6.47461e-10 4.5191e-10 3.69946e-09 3.56988e-09 2.49096e-09 1.68605e-09 3.65282e-09 1.624e-09 1.36087e-09 1.20327e-09 3.37586e-09 2.21708e-09 2.35414e-09 1.78003e-09 1.3328e-09 1.22895e-09 2.72142e-09 4.56522e-09 2.4587e-09
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.55049499999999985 -0.085784999999999986 -0.14175499999999996 -0.083944999999999978 0.11495000000000001 0.093975000000000017 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 -0.068189999999999987 0.10126500000000001 -0.38124499999999995 0.11402500000000002 0.10994000000000001 -0.47144999999999992 0.63636000000000015 0.10022500000000002 0.020685000000000005 0.11728500000000001 -0.084004999999999982 -0.077589999999999978 -0.12711499999999995 -0.043914999999999989 -0.061914999999999991 0.084940000000000015 -0.50427999999999995 -0.089744999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 4 -2 6 -5 9 -1 -7 11 -11 16 14 -14 18 17 -13 20 -19 22 -22 23 -16 -25 -26 29 28 -28 -24
right_child=1 -3 -4 5 -6 7 -8 -9 -10 10 -12 12 13 -15 15 -17 -18 19 -20 -21 21 -23 26 24 25 -27 27 -29 -30 -31
leaf_value=9.6102936717150956e-09 1.3802765357695534e-06 9.8537219983541036e-07 -1.0870269167284618e-06 1.0783886841636558e-06 -3.7932070303744091e-07 -4.8624000669406088e-07 -1.4510891120065953e-06 5.0580767483173382e-07 -5.0628892912148633e-07 -5.570682220866816e-07 8.5685724471318281e-07 1.3473303922529297e-06 1.1992799969725045e-06 -1.219038163503262e-06 1.3230723540335107e-06 -1.0474714349584246e-06 -6.3701783493510637e-07 1.0131986599503705e-08 7.7758086926375349e-07 6.1431361226476315e-07 3.6326315125734257e-07 -1.4318438605765881e-06 -3.1058975710471889e-07 -4.5320602020115787e-07 -9.3217698577063864e-08 8.5722639821107634e-07 -1.6358680801212919e-06 3.6338911591011297e-07 -2.3002446797514006e-07 8.074077054462467e-07
leaf_weight=175 20 22 20 20 30 20 28 30 21 21 20 21 23 27 21 25 38 1969 24 38 20 22 42 32 25 36 26 61 207 37
leaf_count=175 20 22 20 20 30 20 28 30 21 21 20 21 23 27 21 25 38 1969 24 38 20 22 42 32 25 36 26 61 207 37
internal_value=0 1.05611e-08 -1.42087e-07 3.12234e-09 3.24518e-07 -2.55002e-09 -3.9714e-07 4.25081e-09 -4.56646e-08 -1.21079e-09 2.33605e-09 -3.95877e-09 3.52774e-10 -7.39342e-08 -2.24903e-08 -7.11074e-08 2.29337e-08 3.52997e-08 -2.6968e-08 2.15714e-08 -6.34693e-08 -5.77031e-07 -1.91785e-08 3.66769e-07 1.50829e-07 4.677e-07 -1.37136e-07 -2.31228e-07 -3.869e-07 2.13029e-07
internal_weight=0 2905 216 2883 50 2833 48 2785 196 2755 2735 2715 2694 628 601 578 2066 2028 553 2007 529 42 487 114 93 61 373 294 233 79
internal_count=3121 2905 216 2883 50 2833 48 2785 196 2755 2735 2715 2694 628 601 578 2066 2028 553 2007 529 42 487 114 93 61 373 294 233 79
is_linear=0
shrinkage=0.1


Tree=8460
num_leaves=31
num_cat=0
split_feature=1210 1210 128 52 132 1 1185 394 0 2 394 1176 403 1203 394 1182 394 1210 16 16 16 42 3 133 1208 403 403 1213 1211 402
split_gain=5.00095e-10 6.40961e-10 5.51201e-10 8.78736e-10 8.03051e-10 1.45294e-08 6.42932e-09 2.8038e-09 8.73773e-10 1.45274e-09 6.74975e-10 1.19808e-09 5.55535e-10 5.58123e-10 5.40649e-10 5.39634e-10 8.8128e-10 5.01248e-10 3.97906e-09 5.89021e-09 4.71349e-09 6.6577e-09 6.26707e-09 2.13989e-09 1.13473e-09 7.84857e-10 7.70688e-10 7.30893e-10 1.1219e-09 1.87202e-09
threshold=-0.42132499999999995 -0.14310999999999999 0.10551000000000001 0.08709500000000002 -0.083284999999999984 0.089475000000000013 -1.0000000180025095e-35 0.0057250000000000009 -0.073309999999999986 0.090675000000000019 -0.12099999999999998 0.085730000000000015 -0.020569999999999995 0.084545000000000009 -0.087044999999999997 0.086460000000000009 1.0000000180025095e-35 -0.00046999999999999993 -0.092484999999999984 -0.088159999999999988 -0.080344999999999986 0.090990000000000015 -0.083489999999999995 0.032270000000000007 0.11332500000000002 -0.52641999999999989 -0.44023999999999991 0.51049000000000011 0.11671000000000002 -0.43995499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 7 -6 8 9 12 -8 14 13 -3 -12 16 17 18 -16 -20 22 23 -21 -22 25 -19 -27 28 29 -28
right_child=1 2 3 -5 6 -7 10 -9 -10 -11 11 -13 -14 -15 15 -17 -18 24 19 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=4.4546266599354566e-07 -4.5602387767611357e-07 -2.8200123793837793e-07 -7.5382513620743464e-08 -8.061825981474699e-07 -1.7079303916034407e-06 2.3586631294215801e-06 5.3640414681884365e-07 -1.2507135077299837e-06 5.9193714663634151e-07 -6.0875357504348936e-07 3.84791980491771e-07 -6.7182335652222936e-07 5.1841435830641997e-07 3.1595874203402576e-07 -1.0380015136017088e-06 -4.8830108131493368e-07 5.3061905935791742e-07 4.6022750000121154e-07 1.823409307571242e-06 2.6166731491425061e-07 4.2128837394430876e-07 1.8011251492160748e-06 -2.056041340559034e-06 -7.9774276452819017e-07 -7.5954638077746507e-07 -4.9011231101045191e-07 7.5894174607071822e-07 5.9847941962232205e-07 -6.0618926139091685e-07 -1.1329776178456643e-08
leaf_weight=25 31 37 76 21 22 27 24 20 22 38 38 26 26 27 24 22 32 36 23 28 36 28 20 24 20 33 32 20 31 2252
leaf_count=25 31 37 76 21 22 27 24 20 22 38 38 26 26 27 24 22 32 36 23 28 36 28 20 24 20 33 32 20 31 2252
internal_value=0 -3.59569e-09 9.80255e-10 -2.33597e-07 8.64669e-09 2.03732e-07 -5.22261e-09 -1.38522e-07 9.77063e-09 -9.02892e-08 8.40401e-09 3.75373e-09 1.28618e-07 -2.97369e-08 1.02617e-08 4.91328e-09 9.02496e-09 2.62257e-09 1.62209e-07 3.43373e-07 9.30729e-08 5.27864e-07 -7.04045e-07 -6.63241e-08 -9.42543e-09 -3.18482e-09 -1.02299e-08 -3.44788e-09 -8.64812e-09 -5.37881e-10
internal_weight=0 3096 3065 97 2968 197 2771 170 150 128 2749 2725 90 64 2699 2661 2639 2607 183 159 136 88 48 60 2424 2404 2368 2335 2315 2284
internal_count=3121 3096 3065 97 2968 197 2771 170 150 128 2749 2725 90 64 2699 2661 2639 2607 183 159 136 88 48 60 2424 2404 2368 2335 2315 2284
is_linear=0
shrinkage=0.1


Tree=8461
num_leaves=31
num_cat=0
split_feature=394 132 12 0 47 16 10 10 10 0 9 3 151 16 1 16 13 52 42 4 15 0 2 15 160 52 15 1 15 43
split_gain=5.01308e-10 7.92533e-09 1.04744e-08 5.02436e-10 3.11353e-09 9.98391e-09 5.5019e-09 1.68278e-09 3.6067e-09 1.44351e-09 9.75727e-10 3.05852e-09 9.67116e-10 1.40154e-09 2.07995e-09 1.67583e-09 1.80042e-09 3.86974e-09 2.0042e-09 2.41145e-09 4.02642e-09 2.35061e-09 1.67556e-09 2.34153e-09 2.3026e-09 1.9972e-09 4.52465e-09 9.67233e-10 9.61112e-10 8.79114e-10
threshold=1.0000000180025095e-35 -0.083284999999999984 0.091840000000000019 -0.10151999999999999 0.094160000000000008 -0.11676499999999999 -1.0000000180025095e-35 -0.011559999999999999 -0.084119999999999986 -0.10607499999999999 0.085555000000000006 -0.083784999999999984 -0.10737499999999998 -0.54165499999999989 0.10439500000000002 -0.50690499999999983 -0.15416999999999995 0.0060650000000000009 0.087550000000000017 0.053925000000000008 -0.048699999999999993 -0.11756999999999999 0.084145000000000011 -0.090644999999999989 0.086870000000000017 -0.080114999999999978 -0.015039999999999998 0.10471500000000002 -1.0000000180025095e-35 -0.079734999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 -1 8 28 12 -9 -12 27 14 -14 -15 17 -17 19 22 -21 -20 -18 24 -24 -25 -27 -8 29 -5
right_child=1 2 -4 7 5 -7 9 10 -10 -11 11 -13 13 15 -16 16 18 -19 21 20 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-1.6459862217743648e-06 1.8207358051392437e-06 6.7918285353514244e-07 -2.0383498155218189e-06 2.0851257523469439e-09 3.6535939825889596e-08 2.5267535890060616e-06 -2.8449500177885058e-08 -1.9773531943866258e-08 -1.6338374206270601e-06 6.0661865493979613e-07 1.3434881311912337e-06 -2.529969894534848e-07 4.2481706981808054e-08 6.6007753226750143e-07 -1.3383238355402229e-06 -5.9289309817245345e-08 -7.5081050982343342e-07 -1.6797500801146728e-06 3.8886426953908863e-08 6.9343967490747929e-08 1.9136952357712288e-06 -1.3350169604109398e-06 1.3159152080822457e-06 -7.8406319973413654e-07 9.9162080489265828e-09 1.3559257985207296e-06 -6.8063856311084698e-07 9.5503030166810282e-07 4.7256071013634935e-07 -8.2446351386393379e-07
leaf_weight=20 23 37 23 31 69 21 20 2291 20 42 21 28 24 36 20 56 24 20 33 29 20 20 27 33 27 20 24 20 20 22
leaf_count=20 23 37 23 31 69 21 20 2291 20 42 21 28 24 36 20 56 24 20 33 29 20 20 27 33 27 20 24 20 20 22
internal_value=0 2.42466e-07 -3.62538e-07 -6.63024e-09 7.49227e-08 6.17587e-07 -1.99118e-08 -2.69095e-08 -4.44076e-07 4.57882e-08 -1.03298e-08 4.31211e-07 -6.20931e-09 -5.16814e-08 -5.85157e-07 1.19308e-08 -5.81391e-08 -4.85726e-07 6.8307e-08 2.10647e-07 8.2214e-07 -4.79568e-07 1.73361e-08 1.58065e-07 6.62916e-07 -1.95986e-07 2.45073e-07 4.6329e-07 -1.18114e-07 -3.41011e-07
internal_weight=0 83 60 3038 605 90 515 2433 93 495 2340 49 453 413 44 369 333 76 257 204 49 53 155 131 54 77 44 40 73 53
internal_count=3121 83 60 3038 605 90 515 2433 93 495 2340 49 453 413 44 369 333 76 257 204 49 53 155 131 54 77 44 40 73 53
is_linear=0
shrinkage=0.1


Tree=8462
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1 16 2 403 403 52 47 47 47 2 133 1 121 9 9 10 0 10 0 1 50 52 52 483 148 447
split_gain=6.00074e-10 3.44416e-09 1.19629e-09 1.14604e-09 5.5609e-10 8.01207e-10 8.73041e-10 1.01279e-09 8.25545e-10 6.81286e-10 4.96042e-10 4.10807e-09 1.60887e-09 9.81366e-10 9.6007e-10 9.0792e-10 1.7444e-09 1.07042e-09 1.55928e-09 7.98028e-10 3.51437e-09 2.05837e-09 9.05367e-10 7.87687e-10 2.17642e-09 1.91604e-09 1.57395e-09 9.77068e-10 6.67821e-10 1.0479e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.089625000000000024 -0.081299999999999983 0.090675000000000019 -0.020569999999999995 -0.089609999999999981 -0.0055649999999999996 0.092165000000000011 0.096475000000000019 0.090100000000000013 0.14445500000000003 0.095000000000000015 0.16540500000000002 -0.094339999999999993 0.089995000000000006 0.10750500000000002 -0.0093599999999999985 -0.084804999999999978 -1.0000000180025095e-35 -0.068189999999999987 0.099990000000000009 0.11941000000000002 0.084505000000000011 -0.0027449999999999996 0.087175000000000016 -0.10069499999999999 0.094580000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 -1 -7 12 -12 15 14 23 16 -3 19 -19 20 -18 -21 -22 25 -25 26 27 -13 -23 -30
right_child=1 10 -4 -5 -6 9 -8 -9 -10 -11 11 13 -14 -15 -16 -17 17 18 -20 21 22 28 -24 24 -26 -27 -28 -29 29 -31
leaf_value=3.1830186742354277e-07 1.2881406291853637e-06 -8.817769231551541e-07 -8.1009130894926782e-07 -7.7401415897579045e-07 -3.3118447556776837e-07 7.3127556839599117e-08 -6.5403735490576768e-07 6.2321154719787355e-07 -5.2289370781214275e-07 8.4354583717330653e-07 -1.171321824201779e-06 4.7155511097254492e-08 8.8899636618104221e-07 -6.3245912025939275e-07 6.2754360214967168e-07 6.8121821698241544e-07 1.2710261528398476e-06 9.8104117535479391e-07 -1.8392687223922623e-07 -9.927076537981824e-07 -6.7528514477999126e-07 5.2654324728488675e-07 1.6386581358989678e-07 -1.5108344857219543e-08 1.1213844277335739e-06 -1.0605614102403361e-06 6.3528097674255451e-07 -8.1319497708550035e-07 3.1746555170369912e-09 -6.6103342462042751e-07
leaf_weight=20 21 22 25 21 38 24 20 24 28 22 33 33 21 22 27 20 26 27 20 21 20 24 36 107 20 21 27 22 2305 24
leaf_count=20 21 22 25 21 38 24 20 24 28 22 33 33 21 22 27 20 26 27 20 21 20 24 36 107 20 21 27 22 2305 24
internal_value=0 1.21323e-08 -1.58456e-07 -7.57609e-08 7.55343e-09 1.00829e-07 -6.95506e-08 9.28068e-08 -1.72396e-07 4.41588e-07 2.8216e-09 -1.16238e-07 1.72981e-08 8.55667e-09 6.34296e-08 1.01053e-08 4.78954e-09 1.2582e-08 4.8531e-07 3.53547e-09 3.10246e-07 -7.05857e-09 -1.35831e-07 -2.79246e-09 1.63867e-07 -2.08285e-07 9.98084e-09 -2.96985e-07 1.73813e-09 -3.66991e-09
internal_weight=0 2899 222 197 176 138 92 72 48 46 2878 312 2566 279 257 2545 2525 2503 47 2456 82 2374 56 230 127 103 82 55 2353 2329
internal_count=3121 2899 222 197 176 138 92 72 48 46 2878 312 2566 279 257 2545 2525 2503 47 2456 82 2374 56 230 127 103 82 55 2353 2329
is_linear=0
shrinkage=0.1


Tree=8463
num_leaves=31
num_cat=0
split_feature=1213 1210 1210 16 2 402 12 3 1213 1213 12 2 0 133 1213 1213 3 1210 1210 403 1213 1208 132 1204 13 402 1210 403 132 1186
split_gain=4.8867e-10 3.53865e-09 3.43821e-09 5.8476e-09 1.57637e-09 4.62533e-09 4.17323e-09 1.12754e-09 9.94692e-10 8.27275e-10 3.13564e-09 5.17298e-09 2.42216e-09 2.00575e-09 1.76695e-09 9.13762e-10 2.14031e-09 1.41052e-09 8.2388e-10 2.22204e-09 1.8591e-09 1.05978e-09 8.61859e-10 1.76223e-09 7.15192e-10 6.22317e-10 1.1837e-09 9.98344e-10 6.17276e-10 1.20544e-08
threshold=-0.088064999999999991 -0.097479999999999983 -0.13847499999999999 -0.080954999999999985 0.084715000000000013 -0.0060099999999999989 0.085635000000000003 -0.078934999999999991 -0.086394999999999986 -0.077179999999999985 0.089300000000000004 0.083995000000000014 -0.084044999999999995 0.057185000000000007 -0.065844999999999987 -0.020279999999999996 -0.077104999999999993 -0.059899999999999995 -0.00046999999999999993 -0.52917499999999984 -0.0068949999999999992 0.11332500000000002 -0.44750499999999993 0.053645000000000005 -0.017449999999999997 -0.45454999999999995 0.10799000000000002 -0.52445499999999989 -0.083284999999999984 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -3 -6 -8 -4 10 11 -10 -13 -12 -11 16 -16 -17 19 -19 -20 22 -22 25 -7 -24 27 -27 29 -29
right_child=2 4 8 -5 6 24 7 -9 9 14 13 12 -14 -15 15 17 -18 18 20 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-1.3472256849344046e-06 1.9928775385403203e-06 -1.6213878330702193e-06 -5.8563143229234965e-07 -2.8756774151423258e-07 1.5035087623497627e-06 4.277901061833234e-07 2.654777715465617e-07 -4.4061842134267086e-07 -1.4506846517698641e-06 -7.463945461250177e-07 1.6402783617628476e-06 1.1658905770633758e-06 -3.1954725389347181e-07 2.5816391804428781e-07 9.1385172244041652e-07 -7.1330296041846197e-07 -3.5950832284470384e-07 1.156075803072037e-06 -9.6803476644424803e-07 -1.7667955019313577e-07 -6.4806716551402141e-07 -7.0756729961712637e-07 3.9958716207330818e-07 9.2320568520725433e-07 -2.860544650502561e-07 5.4985066009811074e-07 -7.3325474157958195e-07 -1.9004300594754841e-07 -1.6664483607942715e-08 2.4086420970499087e-06
leaf_weight=22 23 21 29 22 21 32 49 42 21 32 21 23 21 21 33 28 22 22 20 29 20 21 39 21 25 33 22 119 2246 21
leaf_count=22 23 21 29 22 21 32 49 42 21 32 21 23 21 21 33 28 22 22 20 29 20 21 39 21 25 33 22 119 2246 21
internal_value=0 -1.46576e-07 1.0683e-08 8.77993e-07 -7.55317e-09 -3.52708e-07 2.32823e-07 -6.04128e-08 -2.94447e-09 3.016e-09 2.75775e-07 -1.59375e-07 4.56932e-07 9.49221e-07 -7.68239e-09 1.08571e-09 4.04508e-07 -7.31573e-09 2.4938e-10 3.98235e-07 -7.67304e-09 -1.17087e-10 5.77599e-09 1.10046e-08 1.147e-07 3.28036e-09 -3.05145e-09 3.5895e-09 -3.96566e-09 1.9976e-07
internal_weight=0 212 2909 45 190 78 112 91 2864 2835 107 65 44 42 2728 2696 55 2641 2613 51 2562 2542 2521 2501 57 2480 2441 2419 2386 140
internal_count=3121 212 2909 45 190 78 112 91 2864 2835 107 65 44 42 2728 2696 55 2641 2613 51 2562 2542 2521 2501 57 2480 2441 2419 2386 140
is_linear=0
shrinkage=0.1


Tree=8464
num_leaves=31
num_cat=0
split_feature=132 1185 1203 44 158 97 9 1 121 33 9 13 47 9 47 47 47 133 133 43 0 43 403 42 1210 48 150 43 16 16
split_gain=5.31626e-10 2.71688e-09 1.40184e-09 4.79214e-10 1.92884e-09 5.52994e-10 1.08884e-09 9.16412e-10 1.3653e-09 8.87861e-10 6.05681e-10 1.69815e-09 1.09606e-09 1.09014e-08 8.15333e-09 9.76127e-10 7.066e-10 6.94723e-10 1.40217e-09 9.90429e-10 2.27918e-09 1.11363e-09 3.06374e-09 8.01422e-09 1.63522e-09 1.04857e-09 1.72907e-09 3.93833e-09 1.30845e-09 4.90495e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.099360000000000018 -0.47356499999999996 -0.086464999999999986 -0.092544999999999975 0.16540500000000002 -0.11996 -0.044254999999999996 0.091600000000000015 -0.0021749999999999994 0.094160000000000008 0.084755000000000011 0.096850000000000006 0.091210000000000013 0.088195000000000009 -0.22627999999999995 -0.16271999999999995 0.084740000000000024 -0.097274999999999986 0.055925000000000009 0.0071950000000000009 0.10502000000000002 0.15724500000000002 0.12879500000000002 0.12765500000000005 -0.074359999999999996 -0.092484999999999984 -0.095094999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 -7 8 -8 -10 12 -12 13 15 -14 16 17 -11 -19 21 -21 24 23 -23 25 26 28 -28 29 -20
right_child=1 3 -4 -5 5 6 7 -9 9 10 11 -13 14 -15 -16 -17 -18 18 19 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.3687004741499151e-08 1.1447169754319475e-06 8.6490455784699481e-07 -8.1060018699880807e-07 -3.7574000812541771e-07 -4.8870556408632106e-07 7.3885137830131953e-07 -8.2976946245594265e-07 6.7281506090921547e-07 6.4719548245897216e-07 2.3659677141455693e-07 2.3144108156528725e-07 -9.9746569953202368e-07 2.0854964862424131e-06 -2.2360056747898357e-06 2.7833565894997627e-08 6.6325640146141558e-07 -4.9651689629360493e-07 -8.0677851896511638e-07 -4.8632387527559108e-08 -1.1891516336341422e-06 -2.6085221872476509e-08 2.2083605709857911e-06 -4.0514568538661672e-07 -4.9362728264311177e-07 -7.6361012588677115e-07 -7.1459722335021074e-07 -2.5207515882950405e-07 1.6666448277646852e-06 4.0939567357942279e-08 -1.2425868057538251e-06
leaf_weight=194 21 26 28 33 23 20 20 20 21 118 23 22 21 22 232 22 29 22 364 23 63 23 29 21 28 20 23 20 1552 38
leaf_count=194 21 26 28 33 23 20 20 20 21 118 23 22 21 22 232 22 29 22 364 23 63 23 29 21 28 20 23 20 1552 38
internal_value=0 1.1411e-08 -1.49154e-07 3.14154e-09 7.5363e-09 -3.71321e-10 3.64573e-09 -1.65114e-09 -6.54567e-09 -5.27948e-10 -5.53796e-09 -3.69358e-07 5.93832e-10 -2.01354e-08 1.98628e-07 2.19141e-10 -5.92785e-09 1.4172e-10 -1.23927e-08 -4.46329e-09 -3.37138e-07 9.04474e-09 3.92834e-07 9.18775e-07 -4.65532e-09 5.88049e-09 1.30961e-08 6.40353e-07 -7.0741e-10 -1.61494e-07
internal_weight=0 2899 222 2878 2845 2819 2796 2776 2756 2736 2715 45 2670 2417 253 2395 2373 2344 2226 2204 86 2118 73 44 2045 2017 1997 43 1954 402
internal_count=3121 2899 222 2878 2845 2819 2796 2776 2756 2736 2715 45 2670 2417 253 2395 2373 2344 2226 2204 86 2118 73 44 2045 2017 1997 43 1954 402
is_linear=0
shrinkage=0.1


Tree=8465
num_leaves=31
num_cat=0
split_feature=47 2 47 2 40 9 0 12 42 0 131 42 43 148 16 1 34 11 447 16 457 3 13 16 2 160 43 484 4 51
split_gain=5.55318e-10 3.7523e-09 1.11546e-09 6.82492e-10 8.20291e-10 6.02202e-10 3.05306e-09 2.29841e-09 5.80274e-10 1.30614e-09 8.65452e-10 9.22373e-10 7.93137e-10 5.75666e-10 1.05796e-09 1.68995e-09 7.32923e-10 1.08766e-09 7.08322e-10 1.02468e-09 7.10646e-10 3.43352e-09 4.48152e-09 1.65026e-09 2.25288e-09 8.8151e-10 2.02168e-09 2.92146e-09 1.97764e-09 1.48574e-09
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.14753000000000002 -0.011659999999999998 0.085555000000000006 -0.080119999999999983 -0.010834999999999999 0.094365000000000018 -0.069824999999999984 0.095715000000000008 0.089625000000000024 -0.088249999999999981 -0.10069499999999999 -0.54656499999999986 0.10439500000000002 -0.08786999999999999 -1.0000000180025095e-35 0.094580000000000011 -0.5315899999999999 0.085360000000000005 -0.087044999999999983 -0.085669999999999982 -0.071854999999999988 0.090675000000000019 0.086325000000000013 -0.095049999999999982 0.065750000000000017 -0.016304999999999997 0.092545000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -3 13 -7 -8 10 -10 11 12 -6 -1 15 -15 -16 -18 19 -19 25 -22 -23 -24 -25 -21 28 29 -27 -28
right_child=1 3 -4 -5 8 6 7 -9 9 -11 -12 -13 -14 14 16 -17 17 18 -20 20 21 22 23 24 -26 26 27 -29 -30 -31
leaf_value=4.2293184883135386e-07 -1.4495374671241735e-06 4.7964780498510611e-07 7.2396969104912307e-07 -5.8852679319984647e-07 -6.1070843229149582e-07 1.1632386754347235e-06 6.0239372086947522e-07 -7.9250643438997405e-07 -2.218490230632142e-07 8.7235933705187578e-07 -7.4948596591184473e-07 3.7698692158854988e-07 -5.5370653723143353e-08 3.2168032726431765e-08 6.0845278682108983e-07 -1.0916060281705661e-06 -7.1599159755784236e-07 6.6162073742622358e-07 -5.8614964785874697e-07 1.3150863546802499e-08 1.1705550738838611e-06 -1.3085749225700222e-06 9.7794528710437589e-07 6.8153802364652927e-07 -6.6203579802521958e-07 -1.6483464936424175e-07 -6.184386613530696e-08 1.090686683369313e-06 -1.5387889138196445e-06 -8.6724386602765184e-07
leaf_weight=32 20 32 22 21 32 26 21 27 24 20 20 39 131 32 20 23 21 24 20 2147 30 22 25 24 26 22 151 20 20 27
leaf_count=32 20 32 22 21 32 26 21 27 24 20 20 39 131 32 20 23 21 24 20 2147 30 22 25 24 26 22 151 20 20 27
internal_value=0 -1.20831e-07 1.47314e-08 -3.75266e-08 1.3023e-09 9.07801e-09 2.90497e-07 -1.82238e-07 -5.6243e-08 2.75518e-07 -1.21998e-07 -5.987e-08 -1.64394e-07 1.32483e-09 -3.7586e-09 -4.37774e-07 5.42603e-09 7.49588e-10 6.6337e-09 1.1305e-08 5.0967e-09 2.35595e-07 -5.35674e-08 3.14568e-07 -1.71204e-08 -7.16695e-09 -1.88927e-07 -5.52539e-08 -8.19099e-07 -1.84011e-07
internal_weight=0 339 2782 319 298 2760 74 48 266 44 222 202 163 2686 2654 55 2599 2579 2558 2538 2514 127 97 75 50 2387 240 198 42 178
internal_count=3121 339 2782 319 298 2760 74 48 266 44 222 202 163 2686 2654 55 2599 2579 2558 2538 2514 127 97 75 50 2387 240 198 42 178
is_linear=0
shrinkage=0.1


Tree=8466
num_leaves=31
num_cat=0
split_feature=394 0 394 403 401 1212 401 52 1212 1210 132 399 1204 394 52 1209 133 133 16 1447 481 1210 1455 1456 15 133 43 1213 2 2
split_gain=4.63382e-10 5.48154e-10 5.0647e-10 7.3354e-10 9.66464e-10 9.96648e-10 8.93731e-10 5.83083e-10 3.01052e-09 7.60732e-09 2.22891e-09 1.55888e-08 1.08649e-08 2.15442e-09 2.14498e-09 1.92934e-09 2.0891e-09 5.38553e-09 6.76445e-09 3.75493e-09 3.71186e-09 3.23907e-09 3.19956e-09 2.65845e-09 7.19669e-09 2.1468e-09 7.6701e-09 4.16492e-09 2.11905e-09 4.76724e-09
threshold=-0.14580499999999996 -0.087414999999999979 -0.096774999999999986 0.62200000000000011 0.13729500000000003 0.15049500000000002 0.11769000000000002 1.0000000180025095e-35 -0.089544999999999986 -0.099939999999999987 -0.083284999999999984 0.091580000000000009 -0.081664999999999988 1.0000000180025095e-35 -1.0000000180025095e-35 -0.084519999999999984 0.085635000000000003 0.090665000000000009 -0.082404999999999992 0.050705000000000007 -0.086219999999999977 -0.049339999999999995 -0.097209999999999977 -0.077604999999999993 0.088345000000000021 -0.030254999999999994 0.0034250000000000005 -0.087049999999999975 0.096325000000000008 0.089725000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 8 -4 -10 11 14 -12 -14 -11 -9 19 18 -18 20 -17 -19 -22 24 -24 -25 27 -27 29 -29
right_child=2 -3 3 -5 -6 -7 -8 15 9 10 12 -13 13 -15 -16 16 17 21 -20 -21 22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=-7.0861843028069414e-07 4.2065457976071953e-07 -1.2267093515342473e-08 1.1030792975656842e-06 -4.9127689029167716e-07 6.8168897466118026e-07 -6.6967349994229157e-07 5.0111102357024918e-07 -8.1027676342824693e-07 -1.7877091117359509e-06 1.2280764097813278e-07 -2.2990649739540459e-06 2.6974071407911045e-06 3.2796727654276295e-08 1.0521108759489617e-06 -1.1365135979837133e-06 1.0613543673693365e-06 2.2767627956618791e-07 1.1442484665600379e-06 2.1786268375847242e-06 -1.4152076418709344e-06 -1.3492629767326781e-06 -1.504565526726656e-07 -2.878157030327632e-07 8.0736738242832997e-08 2.0299523146691392e-06 9.4756319223658163e-07 -1.928252428721559e-06 -2.6446034668212538e-07 8.4860945164456059e-08 -1.5691847572656336e-06
leaf_weight=20 29 26 26 30 21 22 36 33 23 38 20 24 1646 21 21 27 52 21 27 22 21 242 37 235 21 30 27 185 105 33
leaf_count=20 29 26 26 30 21 22 36 33 23 38 20 24 1646 21 21 27 52 21 27 22 21 242 37 235 21 30 27 185 105 33
internal_value=0 -3.15029e-07 4.72473e-09 7.6479e-10 5.6591e-09 9.18994e-10 5.88133e-09 -1.88898e-10 3.47426e-08 1.92509e-08 4.27311e-08 5.48647e-07 1.78402e-08 4.56375e-08 -3.25425e-07 -5.7023e-08 -3.41129e-08 1.70412e-07 8.94457e-07 -1.28255e-07 -8.89858e-08 -4.70771e-08 -1.3374e-07 -9.5811e-08 5.51376e-07 -1.56847e-07 -3.03773e-07 -1.79521e-07 -2.84204e-07 -4.61965e-07
internal_weight=0 46 3075 3046 3016 2995 2973 2937 1819 1793 1770 83 1687 1667 59 1118 1085 342 79 743 721 263 694 673 58 615 380 353 323 218
internal_count=3121 46 3075 3046 3016 2995 2973 2937 1819 1793 1770 83 1687 1667 59 1118 1085 342 79 743 721 263 694 673 58 615 380 353 323 218
is_linear=0
shrinkage=0.1


Tree=8467
num_leaves=31
num_cat=0
split_feature=132 1185 1186 399 130 399 1 402 52 2 1456 42 1456 133 43 3 0 3 1452 483 1 42 484 483 13 484 158 43 43 1455
split_gain=5.74693e-10 2.20604e-09 1.08236e-09 1.38597e-09 1.54415e-09 7.26283e-10 5.62292e-10 8.28336e-10 7.31834e-10 8.05137e-10 4.81011e-10 3.28128e-09 3.00642e-09 2.47126e-09 3.05708e-09 6.85791e-09 1.39001e-09 1.4408e-09 8.59078e-10 7.93421e-10 2.01515e-09 1.67291e-09 1.87237e-09 1.56445e-09 2.98842e-09 1.00363e-09 6.82824e-10 1.49677e-09 1.40122e-09 1.03965e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.091895000000000018 0.096010000000000012 0.08845500000000002 0.089625000000000024 0.087450000000000014 0.08568000000000002 0.089320000000000024 -0.079429999999999987 0.091545000000000015 -0.074164999999999995 -0.0084449999999999994 -0.095589999999999994 -0.086424999999999988 -0.084144999999999984 -0.082404999999999992 0.10204000000000001 0.10143000000000001 0.16540500000000002 0.093775000000000011 -0.063689999999999983 0.095085000000000017 -0.080759999999999985 -0.053834999999999994 0.11054500000000002 -0.011694999999999999 -0.077824999999999991 0.0034400000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 8 -1 -10 11 13 -12 -3 -15 -16 17 -17 19 20 23 25 -23 26 -25 -21 29 28 -28 -14
right_child=1 10 -4 4 -6 -7 -8 -9 9 -11 12 -13 18 14 15 16 -18 -19 -20 21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=5.6333955518945394e-07 1.0330917943758236e-06 9.8549792465726815e-07 -8.3818696873820608e-07 -1.1450998969216334e-06 1.3664788072090864e-08 5.7792855109848624e-07 -4.3801368302933112e-07 -4.880859588665555e-07 -4.1662069820019425e-07 3.9561566386905531e-07 1.2372883099942556e-06 -1.1288228947627243e-06 1.2795989539218809e-08 9.6767452885418677e-07 -1.9183619764879209e-06 9.114948024156114e-07 -5.9734142285248847e-07 -3.0468749817065414e-08 5.7860524822654747e-07 -2.4829972049802664e-07 9.6466918225634019e-07 -7.2916880071716154e-08 -1.4248746341292776e-06 1.2550811661071749e-07 -1.3336876020275669e-06 6.2158991706188069e-07 -4.6817673408510856e-07 -8.9499618525223925e-07 5.9143304416882836e-07 3.8636261826007744e-07
leaf_weight=35 21 23 21 23 23 23 27 21 26 23 20 29 2294 22 22 22 28 62 26 36 22 20 21 32 25 21 26 26 24 77
leaf_count=35 21 23 21 23 23 23 27 21 26 23 20 29 2294 22 22 22 28 62 26 36 22 20 21 32 25 21 26 26 24 77
internal_value=0 1.18747e-08 -1.55067e-07 -8.36961e-08 -5.65718e-07 5.93554e-08 -3.1002e-08 7.36581e-08 2.14094e-07 -3.53669e-08 4.42312e-09 -1.42049e-07 1.58337e-08 1.78189e-08 -1.24852e-07 -3.04222e-07 1.28416e-08 2.16236e-07 6.61519e-09 9.47601e-10 1.17785e-08 -2.78226e-07 -7.65383e-07 3.4065e-09 -5.1449e-07 7.21859e-08 1.54703e-08 -2.7958e-07 4.0436e-08 2.49278e-08
internal_weight=0 2899 222 201 46 155 132 105 84 49 2878 208 2670 179 156 134 112 84 2650 2624 2526 98 41 2504 57 57 2447 76 50 2371
internal_count=3121 2899 222 201 46 155 132 105 84 49 2878 208 2670 179 156 134 112 84 2650 2624 2526 98 41 2504 57 57 2447 76 50 2371
is_linear=0
shrinkage=0.1


Tree=8468
num_leaves=31
num_cat=0
split_feature=1203 1204 1203 132 399 15 1213 1209 1210 16 16 1213 1213 16 13 42 43 47 4 4 49 151 4 16 16 4 4 1374 3 4
split_gain=5.09237e-10 6.33203e-10 9.05093e-10 6.67859e-10 2.64472e-09 1.20946e-09 5.12527e-10 3.75167e-09 3.17526e-09 4.74803e-09 2.16101e-09 4.20658e-09 1.05259e-09 7.07862e-10 1.19913e-09 7.37436e-10 7.00611e-10 6.30858e-10 6.70971e-10 1.44227e-09 4.84535e-09 6.24067e-09 1.31066e-09 1.34429e-09 1.99691e-09 1.92732e-09 4.01799e-09 4.81813e-09 3.20261e-09 2.33154e-09
threshold=0.10970500000000001 0.057120000000000011 -0.090334999999999985 -0.083449999999999983 0.091580000000000009 0.087825000000000014 -0.088064999999999991 0.086665000000000006 -0.13847499999999999 -0.080954999999999985 -0.092484999999999984 -0.10156 -0.086394999999999986 -0.081299999999999983 -0.090639999999999984 -0.010544999999999997 1.0000000180025095e-35 0.14397500000000002 -0.0016099999999999997 -0.0057249999999999992 0.08610000000000001 -1.0000000180025095e-35 -0.0063549999999999987 -0.16927999999999996 -0.14322499999999996 -0.0083799999999999986 -0.0092149999999999992 0.087110000000000007 -0.083654999999999993 -0.010384999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 7 10 9 -8 -5 13 -10 14 -12 -15 -17 18 19 22 21 -21 23 -14 -25 26 27 29 -27 -26
right_child=-2 -3 3 4 -6 -7 8 -9 12 -11 11 -13 17 15 -16 16 -18 -19 -20 20 -22 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=6.7119937881443551e-07 5.0298821946626043e-07 -5.2598005990860304e-07 -7.7754936213639116e-08 -6.5132922075188047e-07 1.0322315451958275e-06 -7.8067168959803671e-07 1.8482122784561122e-06 -1.275584385386817e-06 -6.3672092763384246e-07 -2.0667397315967473e-07 2.030315402831465e-07 1.5025425119304038e-06 -8.1393864417935091e-07 -3.1354662578478167e-07 -8.0924802068693688e-07 7.7097122688959045e-07 -3.0419386831681554e-08 -5.5669709070116374e-07 7.5586114229419115e-08 5.7971336486772886e-08 6.7148077594733232e-07 -1.949623158831552e-06 7.7605705947852189e-07 9.8428061562572116e-07 2.0509040220897843e-08 -1.4123289396103737e-06 1.0922985376799426e-06 -1.5273784020748627e-06 6.2024249851166299e-08 -7.8420874182164567e-07
leaf_weight=20 20 23 157 38 25 29 23 26 26 22 22 21 21 21 25 24 20 20 918 32 28 30 21 20 1338 26 33 21 34 37
leaf_count=20 20 23 157 38 25 29 23 26 26 22 22 21 21 21 25 24 20 20 918 32 28 30 21 20 1338 26 33 21 34 37
internal_value=0 -3.23355e-09 6.72618e-10 -3.71278e-09 8.18013e-09 -1.87349e-07 -8.12243e-10 -1.56428e-07 1.07562e-08 8.43601e-07 1.37358e-08 2.03754e-07 -3.63076e-09 -3.97684e-08 -3.35415e-07 1.74007e-07 4.06703e-07 2.75169e-09 7.12409e-09 -3.11746e-08 -4.20357e-07 -9.13445e-07 -8.59146e-09 -1.93611e-08 -8.3034e-09 -2.16356e-08 1.67689e-09 -2.41043e-08 -5.76862e-07 -1.14518e-09
internal_weight=0 3101 3078 3058 2872 186 2847 197 2650 45 171 133 2605 112 47 65 44 2579 2559 1641 90 62 1551 1530 1509 1489 1429 1396 60 1375
internal_count=3121 3101 3078 3058 2872 186 2847 197 2650 45 171 133 2605 112 47 65 44 2579 2559 1641 90 62 1551 1530 1509 1489 1429 1396 60 1375
is_linear=0
shrinkage=0.1


Tree=8469
num_leaves=31
num_cat=0
split_feature=1373 150 15 1 147 15 147 32 447 33 457 52 160 52 457 47 47 47 130 120 132 1 1185 394 131 131 1447 131 484 482
split_gain=4.48307e-10 1.02591e-09 3.85344e-09 2.33533e-09 9.17376e-10 1.8577e-09 5.01324e-10 5.04427e-10 7.45742e-10 6.075e-10 5.49411e-10 2.19458e-09 2.84994e-09 1.68957e-09 1.63942e-09 7.18014e-10 5.94744e-09 5.29013e-09 7.39453e-10 1.25805e-09 7.10415e-10 1.2714e-08 7.94057e-09 2.70498e-09 7.03562e-10 4.97663e-09 3.47921e-09 1.91698e-09 1.86793e-09 2.03209e-09
threshold=-1.0000000180025095e-35 0.12068000000000002 -0.026084999999999994 0.10612500000000001 0.094075000000000006 1.0000000180025095e-35 0.090755000000000016 1.0000000180025095e-35 0.089095000000000021 -0.009184999999999997 0.084685000000000024 -0.020999999999999994 -0.082459999999999992 -0.077024999999999996 0.088350000000000026 0.094160000000000008 0.096475000000000019 0.090100000000000013 -0.22699999999999995 0.090440000000000006 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.0041850000000000004 0.090690000000000007 0.089415000000000008 0.059120000000000013 0.088315000000000018 -0.017214999999999998 0.096495000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 7 8 9 -2 15 13 -13 14 -12 17 -17 18 -11 20 21 23 -22 -20 25 26 27 -24 -26 -30
right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 11 12 -14 -15 -16 16 -18 -19 19 -21 22 -23 24 -25 28 -27 -28 -29 29 -31
leaf_value=-4.1350678958888939e-07 -4.6503513877788857e-07 1.9615786186477636e-07 -4.4427402878668814e-07 1.640151637261056e-06 -1.1771496022561225e-06 6.7071064980458079e-08 5.002888229910241e-07 4.4520955349014458e-07 -5.8591516459604134e-07 -5.829029140097026e-07 7.6300377208503455e-07 4.7607088333734286e-07 -1.0495270594219618e-06 1.2957687472821405e-06 -3.9991725202526142e-07 1.8058892598560308e-06 2.0916972966387806e-08 -1.2106536654858406e-06 1.2275188013767455e-08 7.8929946525363456e-07 -2.0063624242538935e-06 2.2772127074404127e-06 -3.5357847933674424e-08 -1.207143800199685e-06 1.0563774402444756e-06 -1.3991723696230672e-06 9.8156732682192743e-07 9.4896881492445588e-07 1.6637904431396548e-07 -8.6647576993181297e-07
leaf_weight=26 28 21 34 24 20 30 20 25 22 22 27 24 25 22 22 20 280 37 136 20 20 25 1842 21 21 26 35 20 205 21
leaf_count=26 28 21 34 24 20 30 20 25 22 22 27 24 25 22 22 20 280 37 136 20 20 25 1842 21 21 26 35 20 205 21
internal_value=0 3.47535e-09 3.59211e-07 9.66288e-07 -5.84264e-09 -4.30617e-07 1.31809e-09 -2.06936e-09 -5.89749e-09 -1.49584e-09 3.02492e-09 2.12478e-07 -3.02295e-07 5.67744e-07 2.40876e-07 -6.11153e-09 1.39915e-07 -2.3985e-08 -5.79667e-09 -4.88838e-10 -7.1481e-09 1.82691e-07 -2.29247e-08 -1.50832e-07 -4.64413e-09 -2.50512e-08 -6.21767e-09 -2.47851e-08 1.54233e-07 7.04058e-08
internal_weight=0 3095 79 45 3016 50 2966 2946 2921 2899 2871 120 49 71 49 2751 300 2451 2414 2392 2372 182 2190 157 2170 1923 1897 1862 247 226
internal_count=3121 3095 79 45 3016 50 2966 2946 2921 2899 2871 120 49 71 49 2751 300 2451 2414 2392 2372 182 2190 157 2170 1923 1897 1862 247 226
is_linear=0
shrinkage=0.1


Tree=8470
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1204 2 1429 156 1429 1213 1210 1213 1212 16 133 13 52 12 1213 1210 0 1212 401 401 133 1210 13 133 42 15 1210
split_gain=4.86144e-10 1.92861e-09 1.46681e-09 5.08933e-10 5.26437e-10 4.55833e-10 1.18083e-09 5.32295e-10 4.45805e-10 4.25096e-09 3.6544e-09 5.49549e-09 1.67592e-09 5.22555e-09 2.84823e-09 8.62375e-10 1.18242e-09 9.91794e-10 6.98373e-10 1.04572e-09 8.39411e-10 9.13559e-10 1.74429e-09 1.6325e-09 1.5908e-09 1.788e-09 1.23715e-09 4.02353e-09 1.77058e-09 1.29398e-09
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.081664999999999988 0.083585000000000007 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 -0.088064999999999991 -0.091799999999999979 -0.085284999999999986 -0.089079999999999979 -0.092484999999999984 -0.13941499999999998 -0.090639999999999984 0.092320000000000013 0.090345000000000023 -0.13595999999999997 -0.13847499999999999 -0.071339999999999987 -0.063924999999999996 -0.46360499999999999 -0.078179999999999986 0.51114000000000004 0.0028200000000000005 -0.051094999999999995 0.26753000000000005 0.10369500000000002 0.087685000000000013 -0.065674999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -5 7 -7 9 -9 -10 -12 13 -11 -14 16 17 -16 19 -13 -20 -22 -23 24 26 -26 29 28 -28 -24
right_child=1 3 -4 5 -6 6 -8 8 10 12 11 18 14 -15 15 -17 -18 -19 20 -21 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-6.1498127011700447e-08 9.4349812694748505e-07 7.0165115067495559e-07 -9.6052196937534965e-07 -4.7760237521288228e-07 3.9308680856363156e-08 -5.0554957029124211e-07 7.671473105119731e-07 -1.4899326678070275e-06 9.8421615237647965e-07 5.5998671519947014e-07 -1.3969600987349754e-06 -8.5018564277561389e-08 9.9474357325544647e-07 -1.6985825521942388e-06 -7.653693157294583e-07 -5.7255499781988951e-07 5.4122308862739985e-07 2.3051927541928308e-07 4.4831796894110694e-07 9.375848935633259e-07 -6.4406377656599609e-07 8.3422281318235037e-07 5.0868388370872716e-07 -7.1488289443699671e-07 1.2978112616224282e-06 2.9269479455251714e-08 6.0532490400484161e-07 -1.5411073913572761e-06 -6.2659922335228661e-07 -5.8191977191707197e-09
leaf_weight=196 22 21 20 20 28 21 20 21 38 21 28 20 33 20 20 26 33 20 42 20 22 25 50 32 20 25 28 22 20 2187
leaf_count=196 22 21 20 20 28 21 20 21 38 21 28 20 33 20 20 26 33 20 42 20 22 25 50 32 20 25 28 22 20 2187
internal_value=0 1.07586e-08 -1.44741e-07 3.64096e-09 3.2317e-07 -1.88371e-09 1.49737e-09 -3.9833e-09 -1.84926e-10 -1.46377e-07 1.0812e-08 -3.74497e-09 1.67141e-08 -5.41754e-07 1.90178e-07 -7.80108e-08 9.81282e-08 -2.67425e-07 1.17783e-08 4.26283e-07 5.07383e-09 -2.58402e-09 3.27424e-09 -5.43957e-09 4.21272e-09 5.93066e-07 -7.27336e-09 -4.21246e-07 9.20232e-08 5.68065e-09
internal_weight=0 2905 216 2883 49 2834 2814 2794 2773 194 2579 2541 173 41 132 99 73 40 2513 40 2473 2431 2409 2384 2352 45 2307 70 48 2237
internal_count=3121 2905 216 2883 49 2834 2814 2794 2773 194 2579 2541 173 41 132 99 73 40 2513 40 2473 2431 2409 2384 2352 45 2307 70 48 2237
is_linear=0
shrinkage=0.1


Tree=8471
num_leaves=31
num_cat=0
split_feature=156 1428 47 47 47 146 48 1426 1428 2 376 484 1 52 1 51 1 15 42 13 52 475 475 484 2 3 1375 15 157 157
split_gain=4.63594e-10 7.17605e-10 4.55037e-10 4.11064e-09 1.2973e-09 6.61219e-10 9.34818e-10 7.14618e-10 1.1597e-09 6.60869e-10 7.24966e-10 5.286e-10 6.40225e-10 1.86287e-09 1.63013e-09 6.93085e-10 7.44278e-10 7.12814e-10 5.73351e-10 5.67113e-10 5.12876e-10 1.0758e-09 5.3724e-09 4.64284e-09 2.85654e-09 1.98143e-09 1.41847e-09 3.47896e-09 8.11722e-10 1.03885e-09
threshold=0.3248100000000001 0.10668500000000002 0.092165000000000011 0.096175000000000024 0.090100000000000013 0.087720000000000006 -0.11278499999999998 -0.061919999999999996 0.087445000000000009 0.14753000000000002 0.049360000000000008 -0.088124999999999981 0.099990000000000009 0.016565000000000003 0.092695000000000013 -0.26677999999999996 0.10727500000000002 -0.13843999999999998 0.089535000000000017 -0.080759999999999985 -0.56741999999999992 -0.086279999999999982 -0.085684999999999997 0.085790000000000019 0.10613000000000002 -0.086869999999999989 -0.14438999999999999 -0.074054999999999996 0.11933000000000001 0.08796000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -8 20 10 11 -5 14 15 18 -14 -17 -18 19 -13 -9 23 -23 24 25 -22 27 -24 29 -28
right_child=-2 -3 3 9 -6 -7 7 8 -10 -11 -12 12 13 -15 -16 16 17 -19 -20 -21 21 22 26 -25 -26 -27 28 -29 -30 -31
leaf_value=6.6026005834435808e-07 -4.4729826799005467e-07 6.0038730072875527e-07 -1.2484286787247553e-06 4.1261789626198024e-07 7.7772284295850697e-07 -5.5224284421586028e-07 -4.8798093383413348e-07 3.9053978686270599e-07 6.8900176165698218e-07 -5.4434793539604428e-07 6.1749637428221157e-07 9.9893222010254913e-08 -5.5602805284138415e-07 8.3557069040630781e-07 -9.0636657906391828e-07 -4.7488204700130156e-07 -2.1189828513260265e-07 5.1450893084035801e-07 4.5461958251280523e-07 -5.0638477538903447e-07 1.2264988117749454e-06 1.6050368701923747e-06 2.9037295725877566e-07 -1.5680804813694956e-06 -9.6232269868323779e-07 -2.788986367865137e-08 1.2227021032656953e-08 -1.5319402018576511e-06 5.6450477534151735e-07 -4.529862961504125e-07
leaf_weight=22 23 20 29 27 22 21 29 34 25 21 20 36 25 27 27 20 22 35 20 27 20 21 22 23 20 34 2354 20 26 49
leaf_count=22 23 20 29 27 22 21 29 34 25 21 20 36 25 27 27 20 22 35 20 27 20 21 22 23 20 34 2354 20 26 49
internal_value=0 3.32255e-09 -5.57012e-10 -1.10395e-07 1.29024e-08 6.71631e-09 1.10654e-08 5.7302e-09 1.11372e-08 -2.89354e-09 3.68636e-08 -6.793e-09 -5.41742e-08 9.69621e-08 -2.31416e-07 -9.85519e-08 4.99793e-08 2.34141e-07 -1.18535e-08 -1.5994e-07 4.67638e-09 -3.90964e-10 1.23268e-08 -3.27119e-07 5.85847e-08 4.36699e-07 -1.20898e-09 -5.77395e-07 8.75389e-09 2.74077e-09
internal_weight=0 3098 3078 336 2742 2720 2699 2677 2648 307 286 266 239 129 110 102 77 57 83 63 2623 2589 2492 97 74 54 2471 42 2429 2403
internal_count=3121 3098 3078 336 2742 2720 2699 2677 2648 307 286 266 239 129 110 102 77 57 83 63 2623 2589 2492 97 74 54 2471 42 2429 2403
is_linear=0
shrinkage=0.1


Tree=8472
num_leaves=31
num_cat=0
split_feature=481 2 159 403 160 2 1209 0 481 1209 13 132 43 1203 12 457 1447 1456 1456 1 3 1 1 16 12 43 12 13 15 0
split_gain=4.5504e-10 7.95304e-09 1.3419e-08 2.09083e-09 1.4267e-09 7.18835e-10 2.93702e-09 2.29409e-09 2.21591e-09 1.8214e-09 3.12397e-09 1.77233e-09 1.56277e-08 9.62968e-09 2.73135e-09 1.70102e-09 1.61708e-09 2.40409e-09 2.32198e-09 1.63814e-09 1.96691e-08 1.65014e-08 4.34009e-09 2.72557e-09 2.01973e-09 4.41266e-09 4.14914e-09 5.30968e-09 2.56082e-09 4.9123e-09
threshold=-0.087424999999999989 0.092875000000000013 -0.085489999999999997 -0.55327499999999985 0.041220000000000007 0.08622500000000001 -0.083969999999999989 -0.16360999999999995 0.0028200000000000005 -0.077594999999999983 -0.087404999999999997 -0.083284999999999984 -0.011694999999999999 0.088820000000000024 0.090165000000000009 0.31508000000000008 -0.085709999999999995 -0.091834999999999986 -0.079704999999999984 0.09202500000000001 -0.014944999999999998 0.093205000000000024 0.091195000000000012 -0.14322499999999996 0.084405000000000022 0.0034250000000000005 0.085250000000000006 -0.085669999999999982 0.085315000000000016 -0.082394999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -4 7 -7 -5 9 10 -9 12 -11 16 -14 -8 -13 -18 -19 20 22 -21 23 -20 -25 26 27 -26 -28 -30
right_child=3 -3 4 5 -6 6 15 8 -10 11 -12 13 14 -15 -16 -17 17 18 19 21 -22 -23 -24 24 25 -27 28 -29 29 -31
leaf_value=-2.8374875444656247e-06 8.2415117375486242e-07 1.4857981530205031e-06 4.5568156475056666e-07 1.0492732735162028e-06 -5.3735618225998587e-07 -1.2160589005274926e-06 -1.5633888867839356e-08 -3.6542375704855317e-07 1.0836483110310269e-06 2.3508906612972109e-06 1.194789299943571e-06 -7.132433770420317e-07 2.3438025427056495e-08 -2.2207660698114754e-06 -1.2975330877373421e-06 -8.8112592864134693e-07 1.0087557226275598e-06 -9.0169193356359756e-07 1.0484591546569194e-06 2.9018976290119879e-06 -2.6244048022271006e-06 1.9208255759173744e-08 1.4021910591627999e-06 -5.0604371662778988e-07 2.0796542168947481e-06 -9.7595683689325741e-07 -2.6242690553029059e-07 -1.2652133300150583e-07 1.1996300843240407e-06 -2.7941276869719236e-07
leaf_weight=21 31 22 39 23 23 21 1790 21 20 29 33 31 49 20 23 23 24 28 23 21 29 365 23 84 24 37 134 20 43 47
leaf_count=21 31 22 39 23 23 21 1790 21 20 29 33 31 49 20 23 23 24 28 23 21 29 365 23 84 24 37 134 20 43 47
internal_value=0 -2.04641e-07 -6.52709e-07 7.12765e-09 8.72966e-08 -1.35735e-09 -4.02333e-08 6.05874e-08 4.0428e-08 2.15973e-08 5.8804e-07 -7.42344e-09 3.90901e-07 -4.96383e-08 -3.98539e-07 -2.66137e-08 -3.09755e-09 2.13088e-08 -5.68292e-09 2.38327e-08 -1.02787e-07 1.76039e-07 6.5321e-08 -9.31008e-09 -7.18517e-08 4.7729e-08 1.89059e-07 1.07685e-06 1.46718e-08 4.27241e-07
internal_weight=0 105 83 3016 62 2985 1834 1151 1128 1108 54 1054 101 953 72 1813 933 902 878 850 464 386 435 412 389 305 268 44 224 90
internal_count=3121 105 83 3016 62 2985 1834 1151 1128 1108 54 1054 101 953 72 1813 933 902 878 850 464 386 435 412 389 305 268 44 224 90
is_linear=0
shrinkage=0.1


Tree=8473
num_leaves=31
num_cat=0
split_feature=1203 401 1213 13 2 481 2 43 403 43 15 1210 1213 3 393 1211 42 42 52 2 133 3 1209 43 401 133 1451 1452 3 484
split_gain=5.03794e-10 5.06574e-10 6.36441e-10 2.57615e-09 2.81992e-09 6.00728e-10 6.99664e-09 1.16054e-08 2.10086e-09 5.33129e-09 1.96459e-09 1.25175e-09 7.84996e-10 2.83964e-09 1.0714e-09 8.79256e-10 8.64567e-10 2.54084e-09 2.10213e-09 2.63771e-09 8.50054e-09 2.5948e-09 1.07341e-09 4.99728e-09 1.55363e-09 1.06843e-09 8.96215e-10 8.77289e-10 8.82992e-10 3.1181e-09
threshold=0.10970500000000001 0.13837000000000002 0.17417500000000002 -0.084319999999999992 0.085625000000000021 -0.087424999999999989 0.092875000000000013 -0.077604999999999993 -0.55049499999999985 -0.040344999999999992 -0.010414999999999999 -0.14175499999999996 0.10336000000000002 -0.083489999999999995 0.12069000000000002 0.11671000000000002 0.11720500000000002 0.11883500000000001 0.10611000000000001 0.09358000000000001 0.26753000000000005 -0.063074999999999978 -0.067109999999999989 -0.0047449999999999992 -1.0000000180025095e-35 0.41553500000000004 0.089825000000000002 -0.073879999999999987 -0.094874999999999987 0.099615000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 10 9 -7 -1 -10 14 -14 15 16 22 -18 19 20 -19 -21 23 -13 -24 26 27 -26 29 -29
right_child=-2 -3 3 4 -6 8 -8 -9 11 -11 -12 12 13 -15 -16 -17 17 18 -20 21 -22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-2.1214200661166551e-07 5.0027976591593418e-07 -5.0488050295172116e-07 1.2247811301200445e-06 -9.7500413895361464e-07 5.57945853379189e-07 -3.8506315718223051e-07 1.3372184215851038e-06 -2.0811014788999754e-06 -6.0351937885830665e-07 1.7923810229479967e-06 1.0954968365695095e-06 -3.6305902903129267e-07 4.1081890606659254e-07 -1.1145642535946255e-06 7.3447428604822563e-07 -6.027232071363169e-07 1.2575943379661545e-06 5.1420694944681601e-07 8.1062230303056522e-07 1.1607715141405028e-06 -2.2517435962754464e-06 -2.1771822160429922e-07 -6.7992761281792418e-07 1.5216129929385147e-06 5.6878388057577047e-07 6.6940777821361308e-07 -5.8830442810631218e-07 5.4525111613643579e-08 -4.4034132809559745e-08 1.3321179720549027e-06
leaf_weight=27 20 20 21 21 28 23 22 34 35 22 20 34 23 26 20 24 21 25 30 22 20 36 35 24 26 23 27 426 1966 20
leaf_count=27 20 20 21 21 28 23 22 34 35 22 20 34 23 26 20 24 21 25 30 22 20 36 35 24 26 23 27 426 1966 20
internal_value=0 -3.22961e-09 2.68104e-11 2.98111e-07 -9.90327e-08 -6.90309e-09 -2.44238e-07 -6.7377e-07 1.50321e-09 6.79465e-07 3.443e-07 -9.15284e-09 -1.79682e-09 -3.98568e-07 5.19915e-09 -8.73712e-11 5.20084e-09 2.35374e-07 7.39706e-08 -1.40588e-07 -7.15104e-07 3.05157e-07 -8.53284e-09 4.16805e-07 -1.83107e-08 -9.00342e-09 -1.53334e-08 -8.98797e-09 -1.5216e-08 1.11816e-07
internal_weight=0 3101 3081 70 49 3011 103 81 2908 45 47 2863 2828 49 2779 2759 2735 154 133 103 45 58 2581 58 2523 2488 2465 2438 2412 446
internal_count=3121 3101 3081 70 49 3011 103 81 2908 45 47 2863 2828 49 2779 2759 2735 154 133 103 45 58 2581 58 2523 2488 2465 2438 2412 446
is_linear=0
shrinkage=0.1


Tree=8474
num_leaves=31
num_cat=0
split_feature=132 1185 399 3 1 1208 1208 403 3 1210 403 132 1213 16 15 1212 1212 402 401 402 401 1212 128 13 128 129 394 394 129 47
split_gain=5.01563e-10 2.01978e-09 9.10759e-10 1.48647e-09 5.05156e-10 4.88261e-10 8.45601e-10 4.98799e-10 4.54239e-09 8.11559e-10 4.70028e-10 7.17152e-10 4.65773e-10 1.58551e-09 1.44971e-09 5.26295e-10 6.51277e-10 6.92889e-10 2.75373e-09 1.09784e-09 6.95876e-10 5.07615e-10 1.13598e-09 2.23101e-09 1.36131e-09 8.6551e-10 7.86391e-10 8.58001e-10 9.10703e-10 5.85813e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.090145000000000017 -0.083344999999999989 0.089625000000000024 0.11846000000000001 0.10480500000000002 -0.53960999999999981 -0.085709999999999995 -0.3960249999999999 -0.089609999999999981 -0.087149999999999991 0.18587500000000004 -0.088394999999999987 0.090455000000000021 0.13631000000000001 0.11387000000000001 -0.45015499999999992 -1.0000000180025095e-35 -0.41217999999999994 -0.099524999999999988 0.10083000000000002 0.10773500000000001 0.021350000000000004 0.10296000000000001 0.102035 -0.10421499999999999 -0.088129999999999986 -1.0000000180025095e-35 0.092710000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 10 6 7 8 -3 -9 -1 -12 15 -14 -15 16 17 18 -11 -19 -21 22 24 -24 25 26 -22 -28 -29 -30
right_child=1 5 3 -5 -6 -7 -8 9 -10 12 11 -13 13 14 -16 -17 -18 19 -20 20 21 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=4.8929480168557016e-07 9.8825142101434598e-07 -8.7029325836088639e-07 -1.067088601899968e-06 -4.4820326607033638e-08 -3.553459629459768e-07 4.5312705694300352e-07 -5.3704807645897689e-07 -6.0527096986168713e-07 9.8033222997173661e-07 -1.2193456169164903e-06 1.0680119110542481e-07 -5.5800373843339913e-07 -4.4690394943813768e-07 4.1551829639274733e-08 1.2455903934593949e-06 -4.8873395247607158e-07 5.4422745027305945e-07 7.2457103106855701e-07 3.8158919595849227e-07 -5.7470061251695466e-07 -5.7032283251601257e-07 -4.1269247082380332e-07 1.2310658439156958e-06 -1.3720947569923353e-07 -7.5072938585662998e-07 5.2274567758914263e-07 5.2763574026651064e-07 -5.7934302206932552e-07 2.3085797469192547e-08 -1.3178618458747282e-07
leaf_weight=22 21 21 25 33 36 24 29 22 36 21 86 20 20 20 20 22 22 21 22 21 24 29 22 26 24 32 31 27 2065 277
leaf_count=22 21 21 25 33 36 24 29 22 36 21 86 20 20 20 20 22 22 21 22 21 24 29 22 26 24 32 31 27 2065 277
internal_value=0 1.10962e-08 -1.44862e-07 -4.85453e-07 -2.44094e-08 3.96611e-09 1.89007e-10 5.70401e-09 2.98523e-07 -3.2586e-10 6.86665e-08 -1.86337e-08 4.52075e-09 2.80079e-07 6.43571e-07 -1.63469e-09 2.3879e-09 -2.12401e-09 -4.00263e-07 4.46312e-09 -1.40277e-09 3.30558e-09 8.07771e-09 4.89917e-07 -1.2482e-09 6.07572e-09 -7.45009e-10 4.95077e-09 -1.88892e-09 4.76832e-09
internal_weight=0 2899 222 58 164 2878 2854 2825 57 2768 128 106 2746 60 40 2686 2664 2642 43 2599 2578 2557 2528 48 2480 2456 2424 2400 2369 2342
internal_count=3121 2899 222 58 164 2878 2854 2825 57 2768 128 106 2746 60 40 2686 2664 2642 43 2599 2578 2557 2528 48 2480 2456 2424 2400 2369 2342
is_linear=0
shrinkage=0.1


Tree=8475
num_leaves=31
num_cat=0
split_feature=402 401 132 394 15 1186 132 132 2 4 1213 402 13 12 403 16 403 1210 1210 52 402 52 52 403 52 1213 133 403 15 13
split_gain=4.48009e-10 8.49789e-10 4.80711e-10 1.74387e-09 9.56296e-10 9.99536e-10 5.84984e-10 5.65398e-10 1.25357e-09 7.45735e-10 4.96174e-10 1.47235e-09 1.79365e-09 1.80011e-09 1.96122e-09 1.45546e-09 7.30945e-10 5.58785e-10 1.62682e-09 5.21885e-10 1.44003e-09 2.71539e-09 4.84373e-09 7.68207e-09 4.48303e-09 3.66645e-09 2.40366e-09 2.16551e-09 2.89167e-09 1.99268e-09
threshold=0.31278000000000006 0.13699500000000003 -0.083174999999999985 0.11233000000000001 0.092400000000000024 0.049580000000000006 -0.085749999999999979 -0.41094499999999995 0.10136500000000002 -0.085719999999999977 0.093235000000000026 0.10491500000000002 -0.087074999999999986 0.087625000000000022 -0.014954999999999998 -0.082779999999999979 -0.55276999999999987 -0.14310999999999999 -0.094799999999999982 1.0000000180025095e-35 0.081585000000000019 0.087435000000000013 0.083680000000000018 -0.0047449999999999992 0.089325000000000015 -0.081399999999999986 -0.088004999999999986 -0.084339999999999984 0.050935000000000008 -0.08645499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 6 7 -1 9 -9 16 12 -12 -14 15 -15 -4 -18 -19 -20 21 22 27 25 -23 -24 -22 -21 29 -29
right_child=-2 -3 3 -5 -6 -7 -8 8 -10 -11 11 -13 13 14 -16 -17 17 18 19 20 26 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=2.3771445491314978e-07 4.6032474485747076e-07 -6.224170103440553e-07 -5.0290269655306479e-07 9.4269468807084424e-07 -7.6717932276825316e-07 -7.2337753527747176e-07 4.5460572681577111e-07 -4.3127561610845078e-07 -8.4547557101497819e-07 2.0269752770797244e-07 -7.3288506675216138e-07 9.8551326992435402e-07 1.0422909573487066e-06 -1.0104345672345972e-06 7.9576633289607787e-07 1.3407968748424537e-07 -4.4253803029700325e-07 9.0502730017760772e-07 3.3275562013956687e-08 8.8692528606770796e-07 6.389964951836192e-07 1.1616514857593076e-06 6.788257089531478e-07 -2.3304237135468204e-06 -5.4068559148659888e-08 -1.1468616740082574e-06 -3.907791550010884e-07 7.714590779020878e-07 -9.5930152916241413e-07 -2.1197539668859324e-07
leaf_weight=43 21 22 29 20 22 21 25 28 23 55 23 20 22 20 21 25 28 20 1679 20 68 32 22 29 582 22 34 28 39 78
leaf_count=43 21 22 29 20 22 21 25 28 23 55 23 20 22 20 21 25 28 20 1679 20 68 32 22 29 582 22 34 28 39 78
internal_value=0 -3.12169e-09 1.30472e-09 1.21885e-08 -1.4219e-07 -7.16787e-08 6.97456e-09 -6.81313e-08 -1.92201e-07 -1.11729e-08 5.63792e-09 1.95715e-07 5.34094e-08 2.58918e-07 -2.20615e-09 -3.74593e-07 -3.55032e-09 1.8511e-09 6.54123e-09 -2.83583e-10 -5.93463e-08 -1.01856e-07 -3.88599e-07 -1.06684e-06 9.29144e-09 -2.34018e-07 2.95738e-07 -8.85302e-08 -2.23076e-07 4.77997e-08
internal_weight=0 3100 3078 2861 217 195 174 149 106 83 2841 131 111 88 66 45 2710 2681 2653 2633 954 852 238 73 614 44 102 165 145 106
internal_count=3121 3100 3078 2861 217 195 174 149 106 83 2841 131 111 88 66 45 2710 2681 2653 2633 954 852 238 73 614 44 102 165 145 106
is_linear=0
shrinkage=0.1


Tree=8476
num_leaves=31
num_cat=0
split_feature=142 45 3 1429 156 147 1429 147 11 33 2 52 159 159 132 1211 160 160 1 1 1 160 133 12 12 402 13 0 12 3
split_gain=4.20392e-10 9.38822e-10 5.57857e-09 7.65444e-10 1.31893e-09 7.46445e-10 7.52564e-10 6.36859e-10 6.38136e-10 9.27282e-10 7.63573e-10 3.91744e-09 7.68154e-09 5.94776e-09 4.91868e-09 9.76827e-09 2.69006e-09 5.97491e-09 2.35473e-09 3.29442e-08 1.94128e-08 2.90854e-09 2.91494e-09 3.04518e-09 4.46836e-09 4.93768e-09 2.71354e-09 2.68876e-09 3.48842e-09 2.98808e-09
threshold=-0.057499999999999989 0.083445000000000005 0.096675000000000011 -0.23587499999999997 0.3248100000000001 0.099230000000000013 -0.10379499999999998 0.093875000000000014 -0.011194999999999998 -0.009184999999999997 0.083715000000000026 0.4099850000000001 -0.40873999999999994 -0.085604999999999987 -0.083284999999999984 0.11048500000000001 -0.55323499999999981 -0.54512499999999997 0.09253500000000002 0.093700000000000019 0.091785000000000019 0.0065900000000000012 -0.14717499999999997 0.083815000000000014 0.085495000000000015 0.08865000000000002 -0.013304999999999999 -0.07929499999999999 0.089300000000000004 -0.083784999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5 8 -8 -10 11 13 -13 -11 -15 18 -12 -18 20 -20 21 22 -16 26 -25 27 -24 28 29 -26
right_child=1 2 -4 4 -6 -7 7 -9 9 10 16 12 -14 14 15 -17 17 -19 19 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=4.1691126604348485e-07 6.0547242269205438e-07 -1.7267038938939549e-06 4.2940542208214086e-07 5.6941856759413391e-07 -8.0974194929694929e-07 4.6414537264029479e-07 5.2413358201627727e-07 -5.0740052856212972e-07 -5.8798786405397426e-07 1.5868297042840952e-06 -9.8705532638695301e-07 5.0419603834563775e-08 -2.1724060001237048e-06 1.23673638165024e-06 -6.3769513517262106e-07 -1.667483420186855e-06 1.4891645114709298e-06 -3.6394562286232334e-08 3.8797878583333535e-06 9.467712804197386e-09 -3.0003487887868342e-06 -8.4489716285331817e-07 -1.120948738646447e-06 1.8288952820337085e-06 -6.8786701863388093e-07 1.8378978916189226e-06 3.2276653636624059e-07 -5.7340102413232878e-07 1.2885186620792412e-06 6.015415043826002e-07
leaf_weight=24 21 20 30 23 20 35 23 25 27 28 29 53 22 36 33 32 26 2040 24 263 21 27 23 24 32 20 30 37 32 41
leaf_count=24 21 20 30 23 20 35 23 25 27 28 29 53 22 36 33 32 26 2040 24 263 21 27 23 24 32 20 30 37 32 41
internal_value=0 -3.23252e-09 -4.33038e-07 3.82041e-09 -3.54966e-10 5.03018e-09 -3.7845e-10 -4.82395e-09 -5.25484e-10 -4.68657e-09 7.952e-10 8.53931e-08 -6.01609e-07 1.58686e-07 9.94449e-08 3.53721e-08 -3.06211e-08 -1.71959e-08 1.25144e-07 3.33118e-07 -6.13833e-08 1.45032e-07 2.43297e-07 3.64941e-07 5.55482e-07 3.66828e-07 -3.03751e-07 1.59635e-07 4.17943e-07 3.63213e-08
internal_weight=0 3097 50 3047 3026 3006 2971 2948 2923 2900 2873 778 75 703 675 639 2095 2066 607 287 320 299 272 239 186 162 53 142 105 73
internal_count=3121 3097 50 3047 3026 3006 2971 2948 2923 2900 2873 778 75 703 675 639 2095 2066 607 287 320 299 272 239 186 162 53 142 105 73
is_linear=0
shrinkage=0.1


Tree=8477
num_leaves=31
num_cat=0
split_feature=401 0 3 133 2 1210 133 1208 1208 403 15 1210 0 47 47 10 0 16 133 0 1 4 16 2 1374 160 160 15 48 15
split_gain=4.80688e-10 1.17162e-09 1.222e-09 8.67342e-10 2.10818e-09 9.04474e-10 8.86279e-10 1.59415e-09 5.80463e-10 1.03335e-09 6.94884e-09 7.48554e-10 5.36682e-10 2.60971e-09 9.70084e-09 5.96479e-09 1.4659e-09 5.10475e-09 3.50356e-09 1.47474e-09 1.5488e-09 1.70463e-09 4.42374e-09 1.67498e-09 2.76526e-09 2.33858e-09 4.71083e-09 1.72834e-09 3.02101e-09 6.54937e-09
threshold=-0.078179999999999986 -0.071924999999999989 -0.078084999999999988 0.51114000000000004 0.088055000000000008 0.24726500000000004 0.41553500000000004 0.10837500000000001 0.092250000000000013 -0.5335399999999999 0.087575000000000014 -0.3960249999999999 -0.10151999999999999 0.094160000000000008 0.10305500000000002 -1.0000000180025095e-35 -0.11173999999999999 -0.056919999999999991 -0.089569999999999983 -0.11756999999999999 0.077565000000000009 -0.074729999999999977 -0.074929999999999983 0.08622500000000001 -0.094929999999999987 0.098320000000000005 0.088020000000000015 -0.015039999999999998 -0.072824999999999987 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 9 10 -2 -11 13 15 -15 -13 19 18 -18 20 -17 22 -22 -23 -25 26 27 28 -26 -30
right_child=3 -3 -4 4 -6 -7 -8 -9 -10 11 -12 12 -14 14 -16 16 17 -19 -20 -21 21 23 -24 24 25 -27 -28 -29 29 -31
leaf_value=3.8535588978741164e-07 -8.9765425059340498e-07 7.2518257464678521e-07 -5.4426400923218286e-07 2.0033661618126445e-07 -1.2034764193913361e-06 6.1116063037047758e-07 -6.2355549210263674e-07 8.6778097346225329e-07 -4.3018362880786756e-07 -6.1899111585717043e-07 1.6261860793065353e-06 -1.7009808209422773e-06 -2.7601155420379897e-08 2.4573561646318033e-06 -1.5133033545232461e-09 4.9453258190723657e-07 2.6301463435629557e-07 -6.4586311013433333e-07 2.1347946886862704e-06 -6.9461536013634415e-07 -1.6749163851922539e-06 7.0600122663055282e-07 3.1248675161540028e-07 -1.1699631159700629e-06 -7.5399602413502487e-07 1.0364384541555244e-06 -1.468125799961161e-06 -4.5510093823422505e-07 1.4143201463138343e-07 2.0807209352824432e-06
leaf_weight=31 20 31 26 23 20 24 23 21 32 20 24 20 2229 21 68 64 20 24 20 29 21 34 24 20 24 22 21 42 102 21
leaf_count=31 20 31 26 23 20 24 23 21 32 20 24 20 2229 21 68 64 20 24 20 29 21 34 24 20 24 22 21 42 102 21
internal_value=0 2.30407e-07 -3.86813e-08 -6.67611e-09 -4.526e-07 -2.63164e-10 -5.21063e-09 -3.78165e-10 -6.6175e-09 -1.9275e-09 4.78986e-07 -9.36256e-09 -5.04813e-09 7.91574e-08 5.78669e-07 -8.35556e-09 6.10143e-08 5.07117e-07 1.1989e-06 -6.32188e-09 4.42111e-08 -4.28602e-08 -6.14968e-07 4.71568e-08 -4.17349e-08 5.55261e-08 -4.72361e-08 1.10641e-07 2.72281e-07 4.7253e-07
internal_weight=0 88 57 3033 43 2990 2966 2943 2922 2890 44 2846 2826 597 89 508 488 64 40 424 395 331 45 286 252 232 210 189 147 123
internal_count=3121 88 57 3033 43 2990 2966 2943 2922 2890 44 2846 2826 597 89 508 488 64 40 424 395 331 45 286 252 232 210 189 147 123
is_linear=0
shrinkage=0.1


Tree=8478
num_leaves=31
num_cat=0
split_feature=1429 156 474 474 1429 1455 4 474 157 43 3 1374 0 1429 151 1375 2 484 150 3 147 1375 1447 474 2 1184 15 0 150 14
split_gain=4.51163e-10 1.29334e-09 5.18013e-10 3.55672e-09 2.83869e-09 1.26231e-09 1.74369e-09 1.39098e-09 1.21829e-09 1.64094e-09 1.19739e-09 7.81586e-10 2.45088e-09 7.59553e-10 4.61111e-09 3.67936e-09 2.12472e-09 3.68608e-09 9.21033e-10 1.91515e-09 8.71013e-10 8.30519e-10 7.39995e-10 7.5039e-10 2.30327e-09 6.78154e-10 8.58073e-10 1.47768e-09 2.16339e-09 2.31638e-09
threshold=-0.23752499999999996 0.32523500000000005 0.090440000000000006 0.089130000000000015 -0.0061799999999999989 0.078065000000000009 -0.021294999999999998 0.11085000000000002 -0.06482499999999998 -0.082144999999999982 -0.065229999999999996 -0.096434999999999979 -0.085669999999999982 0.083985000000000018 -0.087699999999999986 -0.15308499999999997 0.087470000000000006 -0.070054999999999992 0.12068000000000002 -0.079379999999999992 0.094075000000000006 -0.084629999999999997 -0.14960499999999996 0.083975000000000008 0.08647500000000001 0.089075000000000015 -0.15914499999999995 -0.14794999999999997 0.084335000000000007 0.062655000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -4 6 7 -6 9 -8 -11 12 -2 15 -15 -13 -16 -18 20 -20 21 -17 -23 25 -25 26 -24 28 29 -28
right_child=1 -3 4 -5 5 -7 8 -9 -10 10 -12 13 -14 14 16 18 17 -19 19 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-4.5125452640025867e-07 -1.0147205504803683e-06 8.0475942809243872e-07 -1.2589984055669642e-06 1.1726728671189992e-06 1.1955063628409422e-06 -6.9343703366087086e-07 -7.0703850553854862e-07 9.1530992278876517e-08 -7.7087619629878647e-07 8.9342186425789771e-07 -9.7104503883936286e-08 -1.3251161840614824e-06 3.9572157339245513e-07 1.5976155404067478e-06 5.8013272520365963e-07 6.4437936032391017e-07 -1.4960358231519422e-06 1.102813191664609e-07 -3.2559188574461068e-07 9.0341646501457269e-07 -4.7366903567299581e-07 5.3884867293163554e-07 -1.7110899696171561e-07 2.9158057591652887e-07 -1.0271072451612579e-06 5.4054809345910575e-07 1.0094911856477444e-06 -5.9341493408681866e-09 -4.1624601019594272e-07 1.0572872998379547e-07
leaf_weight=22 28 20 21 26 21 24 20 25 24 23 26 21 22 21 38 20 20 50 21 32 39 25 276 26 27 23 53 2035 31 61
leaf_count=22 28 20 21 26 21 24 20 25 24 23 26 21 22 21 38 20 20 50 21 32 39 25 276 26 27 23 53 2035 31 61
internal_value=0 3.20106e-09 -2.00555e-09 8.33515e-09 -1.64703e-07 -2.37202e-08 9.19144e-08 5.9552e-07 -1.57181e-07 5.62785e-08 3.67836e-07 -2.21653e-09 -3.94126e-07 4.73468e-09 2.4177e-07 -6.63243e-09 -2.18667e-08 -3.48666e-07 3.74155e-09 4.16451e-07 -4.61992e-09 2.47862e-09 -2.54212e-09 -7.8876e-09 -3.80204e-07 7.23631e-11 -4.9891e-09 1.60426e-08 3.24475e-07 5.25899e-07
internal_weight=0 3099 3079 2895 184 163 139 46 93 69 49 2869 50 2819 129 2690 108 70 2669 53 2616 2577 2557 2532 53 2479 2456 2180 145 114
internal_count=3121 3099 3079 2895 184 163 139 46 93 69 49 2869 50 2819 129 2690 108 70 2669 53 2616 2577 2557 2532 53 2479 2456 2180 145 114
is_linear=0
shrinkage=0.1


Tree=8479
num_leaves=31
num_cat=0
split_feature=1203 1204 1203 132 1185 1203 401 0 42 133 1210 1213 1213 1213 402 1212 52 401 1212 1213 12 1213 47 401 1209 2 1213 402 1210 403
split_gain=4.30758e-10 4.61766e-10 5.7504e-10 5.62473e-10 1.80575e-09 1.28057e-09 4.69931e-10 1.4323e-09 1.39072e-09 1.158e-09 7.30354e-10 4.88788e-10 3.50471e-09 4.95661e-09 3.39927e-09 1.69852e-09 3.78421e-09 2.89693e-09 7.78236e-10 7.65257e-10 1.97277e-09 1.32035e-09 6.53526e-10 6.35233e-10 1.01269e-09 2.48596e-09 2.05161e-09 1.30408e-09 2.68021e-09 1.21426e-09
threshold=0.10970500000000001 0.057120000000000011 -0.090334999999999985 -0.083174999999999985 -0.014244999999999999 0.089005000000000015 -0.13200999999999999 -0.071924999999999989 0.11747 0.51114000000000004 0.24726500000000004 -0.088064999999999991 -0.085284999999999986 -0.082704999999999987 -0.031734999999999992 -0.092474999999999988 0.086275000000000004 0.10022000000000002 0.08401500000000002 -0.077179999999999985 0.089085000000000011 -0.065844999999999987 0.14174500000000004 0.11769000000000002 -0.065739999999999979 0.086000000000000007 -0.020279999999999996 -0.088494999999999976 -1.0000000180025095e-35 -0.52445499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 8 -6 10 11 14 -13 -14 -8 16 -16 18 -17 20 -15 -21 23 24 25 -23 -26 28 -28 -29
right_child=-2 -3 3 4 6 -7 9 -9 -10 -11 -12 12 13 19 15 17 -18 -19 -20 21 -22 22 -24 -25 26 -27 27 29 -30 -31
leaf_value=5.3481170240843308e-07 4.6259528289738229e-07 -4.4939474744000036e-07 -8.0781898974742251e-08 9.104452870319206e-07 -5.2277759417346052e-07 -9.2620395804487991e-07 -1.2980598025636858e-06 8.4938695819731112e-07 5.0631077783691583e-07 -5.774486927683548e-07 5.5064465425876577e-07 9.6094992828529704e-07 -1.4679230725564793e-06 -2.6819448229226901e-07 1.1042033955683499e-06 4.8403689822862357e-07 -3.7708235237567033e-07 -1.2817028091789822e-06 -2.3069542968356378e-07 -7.7168072969222765e-07 1.0868427091798532e-06 1.445672713933683e-07 -5.6268988714691657e-07 5.2320941392736129e-07 8.1182563400616918e-07 -1.1610579981606863e-06 -1.2979516386819697e-06 5.8539834034908795e-07 1.2679135940446384e-07 7.6771574160032801e-09
leaf_weight=20 20 23 172 22 29 20 23 26 24 35 24 38 23 21 35 25 34 22 39 22 22 35 20 24 32 25 23 37 31 2175
leaf_count=20 20 23 172 22 29 20 23 26 24 35 24 38 23 21 35 25 34 22 39 22 22 35 20 24 32 25 23 37 31 2175
internal_value=0 -2.98807e-09 3.47655e-10 -3.14786e-09 7.95269e-09 -1.68847e-07 9.71385e-10 2.41455e-07 -5.67753e-08 -5.89958e-09 1.42797e-09 -3.44313e-09 7.83449e-09 -6.71104e-09 -1.63611e-07 4.72682e-09 3.74294e-07 -2.91787e-07 4.84969e-08 6.91193e-09 4.2508e-07 -5.06074e-10 6.55714e-09 1.13367e-08 6.12681e-09 -3.99443e-07 1.67161e-08 5.48773e-09 -4.80044e-07 1.73407e-08
internal_weight=0 3101 3078 3058 2866 192 2844 79 53 2765 2730 2706 2528 2490 178 155 69 86 64 2467 43 2424 2402 2382 2358 60 2298 2266 54 2212
internal_count=3121 3101 3078 3058 2866 192 2844 79 53 2765 2730 2706 2528 2490 178 155 69 86 64 2467 43 2424 2402 2382 2358 60 2298 2266 54 2212
is_linear=0
shrinkage=0.1


Tree=8480
num_leaves=31
num_cat=0
split_feature=402 401 401 133 402 2 1210 402 1210 1201 402 1208 133 132 1204 15 1186 394 130 12 133 399 1186 1212 1213 43 43 1209 402 43
split_gain=4.1551e-10 7.84937e-10 1.3735e-09 1.50679e-09 7.41834e-10 1.93615e-09 1.66719e-09 5.77398e-10 3.82709e-09 1.62295e-09 1.04207e-09 1.97497e-09 5.85451e-10 5.56405e-10 1.31456e-08 1.2319e-08 1.68036e-09 1.23658e-09 1.48695e-09 5.64062e-10 7.26693e-10 6.18039e-10 6.51624e-10 5.57914e-10 5.53544e-09 7.4957e-09 1.08621e-08 7.77791e-10 8.15114e-10 1.39702e-09
threshold=-0.47355499999999995 -0.46360499999999999 -0.13200999999999999 0.51114000000000004 -0.10770499999999998 0.084985000000000019 0.11446500000000001 -0.092414999999999983 -0.08126499999999999 -0.08261499999999998 -0.088189999999999991 0.10233500000000001 0.39371500000000009 -0.083284999999999984 -0.08130999999999998 0.091650000000000023 0.0044650000000000011 1.0000000180025095e-35 -0.093639999999999987 0.11527000000000001 -0.37971999999999995 0.086875000000000022 -0.0046349999999999994 -0.088629999999999987 -0.083944999999999978 -0.0047449999999999992 1.0000000180025095e-35 -0.087714999999999987 -0.0088649999999999979 -0.027014999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 8 -6 -9 -11 12 13 15 -15 16 19 23 -19 20 -12 -22 -23 24 25 -16 -27 -25 29 -29
right_child=1 2 3 -5 7 6 -8 9 -10 10 11 -13 -14 14 17 -17 -18 18 -20 -21 21 22 -24 27 -26 26 -28 28 -30 -31
leaf_value=3.5295612948712832e-07 -4.6799147462984877e-07 5.991493507831604e-07 1.1256352189818807e-06 -8.1213815579046591e-07 -1.326942464174863e-06 -5.1630544062626204e-07 6.2376473371604453e-07 8.9597709248323557e-07 4.4985979415017669e-07 -6.935710465747682e-07 -5.1683940499412612e-07 9.0062018500702842e-07 -5.4950432982536777e-07 -2.5727643387085665e-06 -9.739346579960641e-07 2.386566990511793e-06 -9.6184980380019708e-07 -1.166857641367512e-07 1.0146752495861969e-06 4.1608577987517493e-07 3.6171189277423323e-07 3.1836689800002206e-07 -3.7254006897032824e-07 6.0750933054502343e-07 -1.5374879767477976e-06 2.6707336436023373e-06 -2.9458738813067007e-07 1.3961287635311236e-07 3.8876070958558684e-09 -1.042345240875875e-06
leaf_weight=33 36 38 21 23 22 29 23 20 27 22 31 24 20 20 35 22 21 21 26 26 37 20 43 21 25 21 30 20 2344 20
leaf_count=33 36 38 21 23 22 29 23 20 27 22 31 24 20 20 35 22 21 21 26 26 37 20 43 21 25 21 30 20 2344 20
internal_value=0 -3.77598e-09 1.69969e-09 -5.83285e-09 3.67422e-10 3.15234e-07 -1.20436e-08 -7.50963e-09 -3.47888e-07 -1.69627e-09 -7.99794e-09 -2.66274e-09 -1.03969e-08 -6.52259e-09 -1.89646e-08 1.54166e-07 -1.21748e-07 9.63569e-10 5.09174e-07 -9.37794e-09 -9.38211e-08 3.73146e-08 -1.53205e-07 -8.53002e-09 -2.27722e-07 1.53024e-07 9.26427e-07 1.58653e-09 -3.75088e-09 -4.51366e-07
internal_weight=0 3088 3052 3014 2991 73 52 2918 49 2869 2849 2827 2803 2783 2583 200 178 2563 47 157 131 100 63 2516 111 86 51 2405 2384 40
internal_count=3121 3088 3052 3014 2991 73 52 2918 49 2869 2849 2827 2803 2783 2583 200 178 2563 47 157 131 100 63 2516 111 86 51 2405 2384 40
is_linear=0
shrinkage=0.1


Tree=8481
num_leaves=31
num_cat=0
split_feature=1212 401 1212 402 16 402 1208 403 1210 1210 42 49 1 42 43 376 153 42 129 1185 391 130 3 129 0 42 0 9 10 2
split_gain=4.36387e-10 6.89528e-10 7.65754e-10 8.14642e-10 9.23977e-10 6.99474e-10 5.09265e-10 5.40326e-10 2.05735e-09 5.56968e-10 5.56468e-10 1.56022e-09 1.64635e-09 2.50603e-09 2.11477e-09 5.51275e-10 6.39413e-10 6.86015e-10 6.15183e-10 8.58741e-10 1.10987e-09 1.13238e-09 7.6265e-10 2.55232e-09 4.93114e-09 2.34194e-09 1.56246e-09 1.35908e-09 2.49322e-09 1.61744e-09
threshold=-0.53159999999999996 0.13729500000000003 0.15049500000000002 0.13597000000000001 -0.078464999999999993 0.12006000000000001 0.11531000000000001 -0.55276999999999987 -0.13847499999999999 -0.090569999999999998 0.11720500000000002 0.10347500000000003 0.094385000000000011 0.12293000000000001 0.05259500000000001 -0.098069999999999977 0.08351500000000002 -0.23108499999999998 0.11234000000000001 0.092945000000000014 -0.086319999999999994 0.13302000000000003 -0.094874999999999987 0.086095000000000019 -0.069824999999999984 -0.14803999999999998 0.10455500000000001 0.092890000000000014 0.053330000000000009 -0.080614999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2 -9 -10 15 12 13 -12 -14 -11 17 -17 19 20 -19 22 23 -22 -25 -24 27 28 29 -27
right_child=1 -3 -4 4 -6 -7 -8 8 9 10 11 -13 14 -15 -16 16 -18 18 -20 -21 21 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=-4.6560882410062738e-07 -3.9697170443491121e-07 5.4850780622433854e-07 -5.8893171125295012e-07 9.3235703673144605e-07 -1.7367753322278511e-08 -5.2961181700084128e-07 -4.3909848928846123e-07 1.0207114848981291e-06 -4.9825471871207065e-07 -3.9757102513249273e-07 1.349449715917217e-06 -5.9819288989750762e-07 4.7914339329491185e-07 1.1192720034753418e-07 -7.4836477733697398e-07 4.6629293293243279e-07 -5.6148020746604751e-07 -6.9109511633027785e-07 4.5077645343856906e-07 -6.4154918336931772e-07 4.3056536737589631e-08 7.5618651123932074e-07 -9.5071618007283286e-07 -2.2458812677108483e-07 1.9425115873500112e-06 8.5533739980870791e-07 -6.4020179884676347e-07 8.1908859698387456e-07 -1.0445138423906625e-06 -6.920756184868254e-09
leaf_weight=20 33 23 22 20 21 25 26 20 22 35 30 21 32 36 25 32 20 23 30 21 440 20 27 21 21 22 39 20 23 1951
leaf_count=20 33 23 22 20 21 25 26 20 22 35 30 21 32 36 25 32 20 23 30 21 440 20 27 21 21 22 39 20 23 1951
internal_value=0 3.007e-09 -1.06919e-09 3.16281e-09 4.45913e-07 -2.858e-09 1.54629e-09 5.4116e-09 9.94201e-09 2.99753e-09 6.81461e-09 1.98433e-07 3.34442e-07 6.74437e-07 -5.92374e-08 -3.23748e-09 1.85539e-09 6.04376e-09 5.02764e-10 -4.63735e-09 4.93128e-10 6.64891e-09 8.02279e-10 1.14152e-07 8.58962e-07 -2.54391e-08 -1.32822e-08 -1.15428e-09 -9.37314e-09 2.69388e-09
internal_weight=0 3101 3078 3056 41 3015 2990 2964 2931 2911 2889 144 123 66 57 2745 2710 2690 2658 2628 2607 2584 2564 482 42 2082 2055 2016 1996 1973
internal_count=3121 3101 3078 3056 41 3015 2990 2964 2931 2911 2889 144 123 66 57 2745 2710 2690 2658 2628 2607 2584 2564 482 42 2082 2055 2016 1996 1973
is_linear=0
shrinkage=0.1


Tree=8482
num_leaves=31
num_cat=0
split_feature=132 399 15 1 1 1203 0 0 133 13 393 12 1185 2 129 394 13 40 0 13 13 1 11 9 33 52 47 47 47 133
split_gain=4.24475e-10 1.73609e-09 1.22249e-09 6.76061e-10 6.23788e-10 5.31909e-10 7.67049e-10 7.28127e-10 1.93582e-09 5.95965e-10 4.94974e-10 1.31178e-09 6.70764e-10 1.31197e-09 7.10865e-10 7.09986e-10 6.73478e-10 3.82815e-09 2.40288e-09 2.16715e-09 1.12847e-09 1.91891e-09 5.47599e-10 9.19067e-10 1.86935e-09 4.8588e-10 4.71995e-10 6.57335e-09 1.97048e-09 6.99248e-10
threshold=-0.083449999999999983 0.091580000000000009 0.092400000000000024 0.089625000000000024 0.11146500000000002 0.084795000000000023 -0.09515499999999999 -0.082724999999999979 -0.015929999999999996 -0.0079349999999999993 0.088255000000000014 0.090695000000000012 0.085905000000000009 0.083865000000000009 -0.077709999999999987 -0.11103499999999998 0.24813000000000004 -0.24452499999999996 -0.059114999999999994 0.19762500000000002 0.11217000000000001 0.077565000000000009 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 -0.049749999999999996 0.092710000000000015 0.096475000000000019 0.090280000000000013 -0.22627999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_value=4.147087511228165e-07 -4.4756966929071499e-07 6.8153498384498039e-07 -7.9282149559389842e-07 -8.0872647515661807e-07 -2.838309407187418e-08 7.4546216950466264e-07 -1.1593155725429164e-06 1.2727902450088941e-07 1.2685896737707482e-07 -9.2771320287679177e-10 1.0397809214419555e-07 -8.7385579500614381e-07 9.2835286137494186e-07 -6.8459329697596384e-08 5.9960975427486575e-07 1.3886387826289592e-06 4.5811144389062974e-07 4.9603199634227417e-07 -1.1476119951843747e-06 -9.0857052037143567e-07 9.5559357244923153e-07 -2.5762255081541626e-07 8.299702316165807e-07 -4.9310449900618006e-07 2.630391738793018e-07 -1.4812665927348253e-07 -1.7879362143379364e-06 1.7166343013741425e-08 9.7265752775196494e-07 -1.3093665766154195e-08
leaf_weight=25 35 38 25 20 21 20 22 35 25 23 34 23 23 31 20 20 20 22 23 26 32 22 27 38 96 39 22 243 21 2050
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internal_value=0 1.00516e-08 -1.35251e-07 -4.91814e-08 -4.09038e-07 4.91795e-08 -7.01961e-08 -2.18033e-07 -4.7518e-07 3.4623e-07 1.15154e-09 -2.90586e-07 7.06936e-09 3.56109e-07 2.30413e-10 5.99043e-09 1.59488e-09 1.04305e-08 -2.80607e-07 -1.75155e-10 9.00412e-09 4.6132e-07 -6.92216e-10 -5.06864e-09 2.47319e-09 5.73778e-08 -6.71366e-09 -1.32691e-07 8.692e-09 -7.41032e-10
internal_weight=0 2905 216 191 41 150 107 82 47 43 2867 57 2810 54 2756 2721 2701 2619 82 2599 2573 54 2519 2497 2459 59 2432 265 2167 2146
internal_count=3121 2905 216 191 41 150 107 82 47 43 2867 57 2810 54 2756 2721 2701 2619 82 2599 2573 54 2519 2497 2459 59 2432 265 2167 2146
is_linear=0
shrinkage=0.1


Tree=8483
num_leaves=31
num_cat=0
split_feature=40 42 0 2 0 16 42 482 51 51 4 52 16 160 1374 457 148 3 15 2 13 43 43 41 9 16 132 1203 1185 2
split_gain=4.59655e-10 7.38394e-10 4.40278e-10 2.21002e-09 1.513e-09 2.8662e-09 1.98086e-09 1.29296e-09 1.33279e-09 3.03879e-09 1.354e-09 4.21957e-09 3.05549e-09 1.75637e-09 1.68109e-09 1.27584e-09 1.3684e-09 1.61805e-09 2.08243e-09 1.79022e-09 3.41799e-09 1.86824e-09 1.12991e-09 1.10985e-09 1.67247e-09 2.94937e-09 1.10788e-09 1.46032e-08 8.12384e-09 1.67097e-09
threshold=-0.24290999999999999 0.15432000000000004 -0.10151999999999999 -0.0050599999999999994 -0.097274999999999986 -0.097644999999999996 -1.0000000180025095e-35 0.087425000000000017 0.12229000000000002 0.10302500000000002 -0.0070899999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10580000000000002 0.089635000000000006 -0.0029299999999999994 -0.063899999999999985 0.088060000000000013 -0.040439999999999997 0.084145000000000011 -0.0095349999999999983 -0.081374999999999989 -0.027014999999999997 0.088520000000000015 0.087755000000000014 -0.0064149999999999997 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 8 9 10 11 -5 13 14 15 -12 -17 19 -19 -18 21 -21 -23 24 26 -26 27 29 -28 -6
right_child=1 -3 4 7 23 -7 -8 -9 -10 -11 12 -13 -14 -15 -16 16 17 18 -20 20 -22 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-4.1871023046706589e-07 1.0589246647379531e-06 4.6022662153128687e-07 7.4145900312446012e-07 4.2627511703861638e-08 -9.2845687161359694e-07 -1.1606531446969629e-06 -6.1635539731512498e-07 7.895273181740043e-07 -7.9362961741935593e-07 1.0715662378296892e-06 -7.5083291687319403e-07 -1.2150574968296093e-06 1.2259626195352461e-06 -8.9905208724871952e-07 8.5433416188607223e-07 8.3368766549288656e-07 -4.8576732795712524e-07 -8.7376019342584531e-08 -1.2585964978484299e-06 -7.6677621233433122e-07 1.231699653470031e-06 9.2423712668932015e-07 6.9183643796828386e-08 -5.7366383622499652e-07 -8.9461015991050609e-08 1.5127399382208752e-06 -2.0358885285531872e-06 2.7740856387481474e-06 -1.0952082231201813e-08 3.2404854613723172e-08
leaf_weight=26 22 35 22 103 21 33 21 22 20 27 21 36 22 20 25 21 34 63 20 22 32 20 68 34 27 20 20 20 2113 131
leaf_count=26 22 35 22 103 21 33 21 22 20 27 21 36 22 20 25 21 34 63 20 22 32 20 68 34 27 20 20 20 2113 131
internal_value=0 3.51661e-09 -1.7072e-09 7.52583e-08 -2.04015e-08 -4.59644e-07 7.83403e-08 3.76877e-08 7.83129e-09 3.78486e-08 -1.72015e-08 -2.83104e-07 8.32344e-08 1.05754e-08 6.63808e-08 9.36159e-10 5.73188e-08 -5.62998e-09 -3.69598e-07 1.66014e-07 3.22074e-07 5.74559e-08 2.63514e-07 -6.41056e-09 1.78953e-09 5.92327e-07 -1.02518e-08 2.3389e-07 -2.99388e-08 -1.00346e-07
internal_weight=0 3095 3060 598 2462 76 43 576 554 534 507 139 368 346 326 301 280 259 83 176 142 110 88 2386 2352 47 2305 172 2133 152
internal_count=3121 3095 3060 598 2462 76 43 576 554 534 507 139 368 346 326 301 280 259 83 176 142 110 88 2386 2352 47 2305 172 2133 152
is_linear=0
shrinkage=0.1


Tree=8484
num_leaves=31
num_cat=0
split_feature=44 156 4 1429 1420 157 157 480 475 157 157 2 2 12 157 1429 157 0 1446 480 133 479 480 1447 402 2 403 51 51 4
split_gain=4.40338e-10 1.47549e-09 1.41772e-09 4.86295e-10 1.58166e-09 4.97105e-10 5.87822e-10 2.35115e-09 5.73982e-09 1.98469e-09 2.00995e-09 6.19465e-09 1.26346e-09 1.80083e-09 9.92599e-10 2.85638e-09 1.0157e-09 7.49039e-10 5.58602e-10 1.68092e-09 7.73015e-10 7.50049e-09 3.73187e-09 1.94486e-09 2.66108e-09 1.04904e-08 2.49647e-09 1.49476e-09 5.61326e-09 2.31081e-09
threshold=0.099360000000000018 -0.093169999999999989 -0.040589999999999994 0.12451000000000002 -0.085599999999999996 -0.50331999999999988 -0.087624999999999981 0.08610000000000001 -0.0056899999999999997 -0.086284999999999987 -0.083699999999999983 0.088300000000000003 0.086000000000000007 0.087830000000000005 -0.081364999999999979 0.083810000000000009 -0.080299999999999996 -0.085754999999999984 -0.088809999999999986 0.11471500000000003 0.0033250000000000003 0.084530000000000008 0.10183000000000002 -0.086279999999999982 0.10874500000000002 0.084055000000000005 -0.55276999999999987 0.045645000000000005 0.090230000000000019 -0.077519999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 7 8 -7 -8 11 -11 -10 -14 15 -12 -16 -17 -18 20 21 -20 23 -22 26 -26 -25 -28 -29 -30
right_child=-2 3 -4 -5 5 6 9 -9 12 10 14 -13 13 -15 16 17 18 -19 19 -21 22 -23 -24 24 25 -27 27 28 29 -31
leaf_value=-2.7734431352568905e-08 -3.633506475414999e-07 -8.7276638017404679e-07 1.0973511888205204e-06 4.6392833909049039e-07 -4.8670836003154931e-07 1.9090017401270289e-06 -7.5593105918869697e-07 -6.2135443276754534e-07 6.828699261924547e-07 1.8963750703516692e-06 -1.3525326229076504e-06 -5.6272109418387116e-07 -9.2099506836327481e-07 2.7881056051479265e-07 6.7724534486305034e-07 4.9876705273412707e-07 -5.1873154856842856e-07 -3.5633781919841572e-07 -2.5779002960182791e-08 8.6954532243701339e-07 -8.734558859843041e-07 -1.9738471176822259e-06 1.4152329606531568e-06 -9.8601873664468562e-07 2.5005586940096694e-06 -6.3093478759227492e-07 -4.0107660999141264e-09 1.4393559140403665e-06 -1.0108588395496554e-06 2.3295330723560982e-07
leaf_weight=21 33 21 24 22 21 21 35 26 21 21 21 20 22 29 22 21 21 20 1677 22 23 20 20 24 20 23 736 35 20 59
leaf_count=21 33 21 24 22 21 21 35 26 21 21 21 20 22 29 22 21 21 20 1677 22 23 20 20 24 20 23 736 35 20 59
internal_value=0 3.88468e-09 5.72311e-07 -4.52123e-09 -7.93265e-09 -1.87881e-09 1.53892e-09 2.19308e-07 4.54332e-07 -7.52212e-09 1.7502e-09 6.96816e-07 3.00539e-08 -2.38753e-07 -8.48604e-09 -4.04126e-07 5.25607e-10 8.16427e-08 -4.98841e-09 -9.61304e-10 -8.16911e-09 -4.8738e-08 6.35448e-08 3.47855e-08 5.75658e-08 8.25574e-07 1.97805e-08 4.81795e-08 3.85127e-07 -8.19358e-08
internal_weight=0 3088 45 3043 3021 3000 2979 119 93 2860 2825 41 72 51 2784 62 2722 41 2700 2679 2657 1697 960 940 917 43 874 850 114 79
internal_count=3121 3088 45 3043 3021 3000 2979 119 93 2860 2825 41 72 51 2784 62 2722 41 2700 2679 2657 1697 960 940 917 43 874 850 114 79
is_linear=0
shrinkage=0.1


Tree=8485
num_leaves=31
num_cat=0
split_feature=1429 156 474 474 1429 1455 52 157 3 42 1373 52 1374 1373 154 473 97 34 34 376 40 40 120 34 484 49 3 1375 158 484
split_gain=4.26788e-10 1.04686e-09 5.23254e-10 2.98109e-09 2.2167e-09 9.8203e-10 1.40785e-09 7.98274e-10 1.02199e-09 1.28816e-09 7.48089e-10 5.15738e-09 7.93799e-10 1.70154e-09 7.24745e-10 7.30533e-10 6.68969e-10 1.01763e-09 1.03994e-09 8.04167e-10 1.31445e-09 1.14584e-09 1.10845e-09 1.18488e-09 1.0194e-09 6.17402e-09 4.03804e-09 3.96279e-09 2.49077e-09 1.30824e-09
threshold=-0.23752499999999996 0.32523500000000005 0.090440000000000006 0.089130000000000015 -0.0061799999999999989 0.078065000000000009 -0.54533999999999982 -0.06482499999999998 -0.083344999999999989 0.086835000000000009 0.081220000000000014 -0.020999999999999994 -0.035729999999999991 -1.0000000180025095e-35 0.084190000000000001 -1.0000000180025095e-35 -0.086464999999999986 -0.08786999999999999 -0.080814999999999984 0.087010000000000018 -0.049474999999999998 -0.075219999999999981 1.0000000180025095e-35 -0.0011599999999999998 0.091180000000000011 0.11236 -0.086869999999999989 -0.15308499999999997 0.097560000000000022 0.087410000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -4 6 -6 8 -8 -10 12 -12 13 -2 15 -14 -17 -18 -19 22 21 -21 23 -20 27 26 -26 -25 -28 -29
right_child=1 -3 4 -5 5 -7 7 -9 9 -11 11 -13 14 -15 -16 16 17 18 19 20 -22 -23 -24 24 25 -27 28 29 -30 -31
leaf_value=-4.3888962734813086e-07 -1.9607066012493026e-07 7.2426357291988105e-07 -1.13208916960026e-06 1.0747902592811442e-06 8.3779004683037779e-07 -6.3120466222699187e-07 -4.9198674191973716e-07 -4.471187111221298e-07 -1.2959062908360084e-07 7.9762501172808706e-07 3.8040407805271426e-07 -1.4920570436061099e-06 -6.0723788635641546e-07 9.2737387607907561e-07 5.9909193325324853e-07 -5.6286093933435727e-07 5.108454886500369e-07 -6.5898745198467174e-07 7.15192360352692e-07 1.7786774409697417e-07 -3.0910079658497129e-07 1.223694658953889e-06 -6.2106487622917613e-07 -1.4222872260916121e-06 -1.1228799131948529e-06 1.836791093877212e-06 -8.0556931646272268e-09 -2.9354229368427052e-11 1.2779089848891089e-06 -6.4379089792510058e-07
leaf_weight=22 26 20 21 26 20 24 21 38 31 29 38 24 20 28 20 21 39 24 23 22 20 20 29 20 26 21 61 2335 20 32
leaf_count=22 26 20 21 26 20 24 21 38 31 29 38 24 20 28 20 21 39 24 23 22 20 20 29 20 26 21 61 2335 20 32
internal_value=0 3.11899e-09 -1.56529e-09 8.82759e-09 -1.65084e-07 -4.05002e-08 6.1492e-08 -6.89783e-08 1.08421e-07 3.18564e-07 -8.32581e-10 -3.4442e-07 6.75644e-09 3.86456e-07 -6.91352e-10 -5.08055e-09 -6.41493e-10 3.74432e-09 -3.71024e-09 2.27175e-09 3.58145e-07 6.75881e-07 -6.32354e-09 7.00688e-10 -5.83343e-09 2.69098e-07 -3.85803e-08 -2.05763e-08 3.09466e-07 -8.73251e-09
internal_weight=0 3099 3079 2895 184 163 139 119 81 60 2869 62 2807 54 2753 2733 2713 2692 2653 2629 62 42 2567 2538 2515 128 107 2387 81 2367
internal_count=3121 3099 3079 2895 184 163 139 119 81 60 2869 62 2807 54 2753 2733 2713 2692 2653 2629 62 42 2567 2538 2515 128 107 2387 81 2367
is_linear=0
shrinkage=0.1


Tree=8486
num_leaves=31
num_cat=0
split_feature=472 1429 1425 4 4 1213 1 1429 13 3 0 0 0 13 4 2 1212 4 4 43 390 402 402 3 401 4 15 4 16 3
split_gain=5.00331e-10 8.2626e-10 6.16321e-10 5.0069e-10 2.37347e-09 3.6481e-09 1.57072e-09 2.73412e-09 2.59149e-09 3.34076e-09 1.83086e-09 2.60779e-09 1.67991e-09 1.60061e-09 1.38259e-09 9.45833e-09 1.44715e-08 3.78228e-09 2.40523e-09 3.74256e-09 2.6109e-09 1.78662e-09 1.24846e-09 4.60693e-09 2.09019e-09 1.49281e-09 1.24912e-09 2.12666e-09 1.71868e-09 1.5878e-09
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.086849999999999997 -0.08835999999999998 -0.081649999999999986 0.085475000000000009 -0.012159999999999999 -0.059629999999999996 -0.045649999999999989 -0.082184999999999994 -0.087974999999999984 -0.075934999999999989 -0.13710499999999998 -0.085409999999999986 0.083715000000000026 1.0000000180025095e-35 -0.08484499999999999 -0.083644999999999983 -0.010739999999999998 0.08975000000000001 0.27918000000000004 0.090045000000000014 -0.083784999999999984 0.084905000000000022 -0.080584999999999976 0.091915000000000011 -0.07712999999999999 -0.13088499999999997 -0.06977499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 8 -8 13 10 11 -10 -9 -3 15 -5 -17 -16 19 -19 21 22 -20 24 -24 -25 27 -27 -29 -30
right_child=1 2 -4 14 5 -7 7 12 9 -11 -12 -13 -14 -15 17 16 -18 18 20 -21 -22 -23 23 25 -26 26 -28 28 29 -31
leaf_value=-4.5482219282651686e-07 6.0066928822182141e-07 1.3812352688383284e-08 -5.1665165795819357e-07 1.197331844720723e-06 -1.3491278377841811e-07 1.5415089889464293e-06 1.2832704699276707e-06 7.3842951588964931e-07 7.5518560801616081e-08 -1.2997620711618561e-06 1.0068037754220799e-07 -1.5200061386622111e-06 -7.4250561839463573e-08 1.0805652354148067e-06 1.2490081407949088e-06 4.0429793273233373e-07 -2.6528564794148228e-06 -1.428816956282238e-06 4.9499630940020268e-09 1.3796131127257408e-07 9.8106947032445345e-07 9.1050439463981011e-07 -1.9322602494753483e-06 7.604439439681053e-07 -5.0382703334218518e-07 -1.2267709917068714e-06 4.4786471714733778e-07 -6.345290786905859e-07 9.6881613016886979e-07 -2.7617265487833723e-07
leaf_weight=24 23 39 23 26 25 27 22 32 21 31 92 20 124 22 24 32 30 30 2193 31 27 21 20 22 21 20 28 30 21 20
leaf_count=24 23 39 23 26 25 27 22 32 21 31 92 20 124 22 24 32 30 30 2193 31 27 21 20 22 21 20 28 30 21 20
internal_value=0 3.52996e-09 -9.37897e-10 2.94982e-09 9.9713e-08 7.35537e-07 1.76712e-08 2.39633e-07 -1.57925e-07 -3.64904e-07 -1.47005e-07 -7.02786e-07 9.2453e-08 3.98543e-07 -1.40098e-08 -4.03608e-07 -1.07497e-06 -3.39703e-10 -1.24107e-08 -6.32585e-07 3.20245e-09 -7.81692e-09 -1.59368e-08 -2.67611e-07 -1.20062e-06 3.69058e-09 -1.36213e-07 -3.1593e-07 -5.93547e-08 3.61505e-07
internal_weight=0 3097 3074 3051 455 52 403 178 225 164 133 41 156 61 2596 88 62 2508 2484 61 2423 2396 2375 182 41 141 119 91 71 41
internal_count=3121 3097 3074 3051 455 52 403 178 225 164 133 41 156 61 2596 88 62 2508 2484 61 2423 2396 2375 182 41 141 119 91 71 41
is_linear=0
shrinkage=0.1


Tree=8487
num_leaves=31
num_cat=0
split_feature=401 1212 1212 1200 0 3 1212 133 1 128 128 128 1210 1212 1210 12 2 3 16 1208 128 2 12 1212 1203 1211 402 1211 15 480
split_gain=4.54536e-10 6.11615e-10 1.27985e-09 1.76491e-09 9.15925e-10 2.1235e-09 1.293e-09 2.1515e-09 1.96599e-09 8.72564e-10 1.60268e-09 1.47667e-09 1.0973e-09 8.93461e-10 9.6758e-10 4.05011e-09 7.56929e-09 6.23717e-09 4.46256e-09 7.71423e-10 7.40722e-10 1.13661e-09 9.63463e-10 1.62685e-09 6.70219e-10 1.09811e-09 6.89869e-10 6.91863e-10 6.89723e-10 2.40308e-09
threshold=0.13837000000000002 0.088030000000000011 0.087440000000000004 0.086110000000000006 -0.064754999999999993 -0.076514999999999986 0.11796000000000001 -0.054584999999999995 0.08801500000000001 0.10724000000000002 0.10264000000000002 0.11876500000000001 -0.15347999999999998 0.086140000000000008 -0.00046999999999999993 0.085635000000000003 0.085345000000000018 -0.082794999999999994 -0.080029999999999976 0.10837500000000001 0.087685000000000013 0.084985000000000019 0.089150000000000021 0.091580000000000009 0.090185000000000001 0.092635000000000009 -0.45454999999999995 0.080695000000000003 0.12044500000000001 0.11747
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 8 -8 20 10 12 -11 -1 14 15 -14 17 -17 -18 24 21 -3 23 -23 25 26 -16 28 29 -28
right_child=-2 4 -4 -5 -6 -7 7 -9 -10 11 -12 -13 13 -15 19 16 18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.5840181424966004e-07 -4.6366769955360119e-07 -4.7656637372545615e-07 -7.0846618707666784e-07 7.3479524198560853e-07 -4.3514686704308289e-07 1.0839553438017902e-06 4.7926118083653684e-07 -8.1553393929459959e-07 1.1816803155895173e-06 -8.4438954224948031e-07 8.8848305551891831e-07 1.0162864896301472e-07 1.2647214692063451e-06 -5.85940466198036e-07 5.092518046504543e-07 1.4622094871204657e-07 -1.521367413677884e-07 -2.3213006284095174e-06 1.797131738820336e-06 -5.6272989559147395e-07 6.755403910574388e-07 1.200709182285209e-06 -1.5909097862325847e-07 -5.9496339656020391e-08 5.2143675504841738e-07 -6.973201238387763e-07 -1.552937481855784e-08 5.0446871404994033e-07 2.2699960605734258e-07 -1.0214661518404001e-06
leaf_weight=36 21 33 26 32 24 25 21 33 20 33 20 33 31 26 26 21 24 20 23 25 20 20 35 21 24 23 2262 26 113 24
leaf_count=36 21 33 26 32 24 25 21 33 20 33 20 33 31 26 26 21 24 20 23 25 20 20 35 21 24 23 2262 26 113 24
internal_value=0 3.14295e-09 -1.00697e-08 -3.6351e-09 1.52466e-07 2.1432e-07 1.07222e-07 -3.12003e-07 2.59156e-07 -1.21046e-08 -3.39963e-09 -3.7138e-07 -9.99639e-09 -2.59662e-09 3.14408e-09 2.81796e-07 -6.44616e-08 -1.05745e-06 8.01761e-07 -9.99884e-09 1.16129e-07 1.34852e-08 2.26271e-07 5.55238e-07 -4.4671e-09 -9.56884e-09 -3.11503e-09 -8.60845e-09 -1.41691e-08 -2.60904e-08
internal_weight=0 3100 2848 2822 252 228 203 54 149 2790 2724 66 2704 2668 2642 119 88 41 47 2523 129 109 76 41 2498 2474 2451 2425 2399 2286
internal_count=3121 3100 2848 2822 252 228 203 54 149 2790 2724 66 2704 2668 2642 119 88 41 47 2523 129 109 76 41 2498 2474 2451 2425 2399 2286
is_linear=0
shrinkage=0.1


Tree=8488
num_leaves=31
num_cat=0
split_feature=1429 155 130 15 1204 1186 1186 132 50 394 1203 15 1212 1212 2 1212 0 12 1212 13 0 1453 2 1 1 160 1 1184 160 480
split_gain=4.48305e-10 1.01165e-09 4.4572e-10 9.04959e-10 6.93362e-10 6.454e-10 2.30461e-09 1.35546e-09 1.65776e-08 1.12877e-08 9.88987e-10 8.84767e-10 6.53607e-10 1.18442e-09 4.58884e-09 1.96993e-09 1.11034e-09 1.72585e-09 2.56699e-09 3.59869e-09 1.6891e-09 9.10867e-10 7.10393e-10 5.35959e-10 5.16907e-09 2.50644e-09 2.40723e-09 2.32752e-09 2.35682e-09 2.16627e-09
threshold=-0.23752499999999996 0.15046000000000001 0.12884500000000002 0.089595000000000022 0.053645000000000005 0.057025000000000006 0.084720000000000004 -0.083284999999999984 0.092855000000000007 0.10448000000000002 0.085960000000000023 0.083935000000000023 0.091580000000000009 0.087615000000000012 0.084985000000000019 0.086995000000000017 -0.072594999999999979 0.089085000000000011 0.12799000000000002 -0.0034749999999999994 -0.085939999999999989 -0.087504999999999986 0.084145000000000011 0.085110000000000005 0.085760000000000017 -0.53908999999999996 0.084165000000000004 0.086750000000000008 -0.43215499999999996 0.11191000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 8 10 12 -2 -8 13 15 -15 21 17 20 19 -19 -14 -9 -22 26 -25 -26 29 28 -27 -23
right_child=1 -3 3 -5 -6 6 11 9 -10 -11 -12 -13 16 14 -16 -17 -18 18 -20 -21 22 23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-4.498193667566077e-07 3.1692942875211496e-08 6.9491346125903964e-07 1.4248644873759984e-07 -8.088068727829524e-07 5.4981469388523069e-07 -9.6701737384082233e-07 -1.677770944812882e-07 -6.0451220542745434e-07 2.9861780862461277e-06 -2.3769326519840211e-06 -6.7969323386987334e-07 6.1296996515617752e-07 -7.4568865314809644e-07 -1.4254014910892903e-06 4.1954115285339613e-07 9.2580355316306895e-07 -3.1030145042417905e-07 1.9638034553774257e-06 -4.982018415302587e-08 1.47544877791006e-07 7.3203336417767178e-07 8.9001211035508043e-09 -8.1101719408913844e-08 -1.564940813574884e-06 -1.050980958315568e-06 8.2995708741151483e-07 1.0609222316737071e-06 1.0726922350556835e-06 -4.0897643968869745e-08 9.1447361998891415e-07
leaf_weight=22 130 21 20 20 23 31 47 25 20 20 23 21 23 26 28 23 35 24 31 20 21 1221 22 22 23 32 23 20 1077 27
leaf_count=22 130 21 20 20 23 31 47 25 20 20 23 21 23 26 28 23 35 24 31 20 21 1221 22 22 23 32 23 20 1077 27
internal_value=0 3.19444e-09 -1.52489e-09 -3.3316e-07 2.84161e-09 -1.33099e-09 -2.52431e-07 7.19402e-09 2.78675e-07 -9.92816e-09 -7.52475e-08 7.3336e-08 7.45711e-09 -5.42172e-09 -4.68765e-07 4.61459e-09 1.93834e-07 3.18974e-07 6.4717e-07 1.13823e-06 -5.39754e-08 -3.96328e-09 3.16011e-07 2.1773e-09 -4.65379e-08 -1.75407e-08 4.71747e-08 3.51259e-09 -1.57693e-08 2.84919e-08
internal_weight=0 3099 3078 40 3038 3015 99 2916 173 2743 153 68 2723 2547 54 2493 176 141 75 44 66 2470 43 2445 1174 1152 1271 1129 1109 1248
internal_count=3121 3099 3078 40 3038 3015 99 2916 173 2743 153 68 2723 2547 54 2493 176 141 75 44 66 2470 43 2445 1174 1152 1271 1129 1109 1248
is_linear=0
shrinkage=0.1


Tree=8489
num_leaves=31
num_cat=0
split_feature=132 399 1203 50 1186 13 394 129 133 129 0 129 3 43 49 1429 474 133 49 4 15 16 394 43 13 10 13 0 13 133
split_gain=5.09989e-10 1.85042e-09 1.78336e-09 5.71174e-10 5.04604e-10 1.07855e-09 6.14483e-10 5.85585e-10 1.49253e-09 1.4106e-09 6.44205e-10 5.66956e-10 1.10331e-09 1.02081e-09 5.78403e-10 2.58813e-09 3.1941e-09 2.25249e-09 2.13917e-09 2.13026e-09 1.80602e-09 9.90276e-10 8.97309e-10 1.97487e-09 8.59374e-10 2.42607e-09 2.6962e-09 1.88309e-09 1.7635e-09 8.20283e-10
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.093975000000000017 -0.086714999999999987 -0.0034749999999999994 0.0066850000000000008 0.10532000000000001 -0.0023199999999999996 0.10061000000000002 0.22582000000000002 0.090180000000000024 -0.091354999999999978 -0.052894999999999991 0.10347500000000003 0.083715000000000026 1.0000000180025095e-35 0.089595000000000022 0.12595000000000003 0.056795000000000005 -0.069954999999999989 -0.018494999999999998 -0.087044999999999997 -0.011694999999999999 0.24813000000000004 -0.38124499999999995 0.19762500000000002 -0.074824999999999989 0.11217000000000001 0.086365000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 -2 7 9 -9 10 11 14 -13 -14 22 16 17 20 -19 -20 21 -16 23 -6 25 -24 28 -26 29 -27
right_child=1 -3 -4 -5 6 -7 -8 8 -10 -11 -12 12 13 -15 15 -17 -18 18 19 -21 -22 -23 24 -25 27 26 -28 -29 -30 -31
leaf_value=2.6685652707263736e-09 -8.6974514468646052e-08 7.0425552801853701e-07 -1.0477629068361694e-06 -5.4926095905167517e-07 1.1579179272303009e-06 8.4155112176631521e-07 -5.4273485045000384e-07 -8.9594071016563258e-07 1.3528389875006042e-07 7.5455401292856557e-07 -5.6550204135419341e-07 -8.4434835007809661e-07 5.3433538923286509e-07 -4.5278436082505577e-07 1.0580277261681829e-07 -9.16133256229696e-07 1.2030395890860745e-06 -1.0921890268921719e-06 -6.4338079701948511e-07 7.0789147684990897e-07 9.0299102214430616e-07 -6.5602511390190045e-07 8.4241898166384207e-07 -8.9462576132367158e-08 4.6048562988942608e-08 -2.5840516268134312e-08 -1.0393040328201172e-06 -1.1474276914213989e-06 6.9282780973714052e-07 1.0981277614034138e-07
leaf_weight=175 29 38 20 21 22 22 21 25 32 25 20 23 20 22 91 36 20 37 28 20 25 21 36 30 39 1507 24 20 39 633
leaf_count=175 29 38 20 21 22 22 21 25 32 25 20 23 20 22 91 36 20 37 28 20 25 21 36 30 39 1507 24 20 39 633
internal_value=0 1.10141e-08 -1.48253e-07 -5.64667e-08 1.8257e-09 3.13566e-07 -3.82017e-09 2.28924e-10 -3.17008e-07 6.83319e-09 -5.69757e-11 4.14239e-09 -2.87609e-07 1.72727e-08 1.13585e-08 -1.25041e-07 -7.35841e-09 -1.16403e-07 -5.20798e-07 -8.03507e-08 1.34499e-07 -3.704e-08 2.74943e-08 4.38275e-07 1.8199e-08 2.81259e-08 1.48193e-08 -3.5852e-07 2.64296e-08 1.4285e-08
internal_weight=0 2905 216 196 2867 51 2816 2795 57 2738 2713 2693 65 42 2628 278 242 222 85 48 137 112 2350 52 2298 2239 2203 59 2179 2140
internal_count=3121 2905 216 196 2867 51 2816 2795 57 2738 2713 2693 65 42 2628 278 242 222 85 48 137 112 2350 52 2298 2239 2203 59 2179 2140
is_linear=0
shrinkage=0.1


Tree=8490
num_leaves=31
num_cat=0
split_feature=156 475 474 1429 1456 12 1420 475 1420 474 474 14 12 475 12 157 484 157 13 157 481 160 4 133 480 481 484 51 51 4
split_gain=4.40904e-10 7.62988e-10 4.90283e-10 6.6696e-10 5.94559e-10 1.11017e-09 5.0555e-10 1.41581e-09 1.00825e-09 5.08777e-10 3.70595e-09 1.56347e-09 3.47175e-09 9.69242e-10 1.38053e-09 7.40355e-10 3.74062e-09 2.71148e-09 1.40135e-09 1.12006e-09 6.98964e-10 1.51035e-09 6.53375e-09 1.12398e-09 9.89538e-09 8.1397e-09 1.99561e-09 1.88641e-09 3.48311e-09 2.1745e-09
threshold=0.3248100000000001 0.13528000000000004 0.11421000000000002 0.11475 0.11253500000000001 0.088105000000000003 -0.08341999999999998 -0.080559999999999979 -0.079539999999999986 0.089435000000000014 0.088710000000000011 -0.31455999999999995 0.085355000000000014 -0.082904999999999993 0.091545000000000015 -0.087424999999999989 0.085790000000000019 -0.086079999999999976 -0.078279999999999975 -0.084639999999999979 -0.15265499999999996 -0.55045999999999984 -0.081609999999999988 0.0033250000000000003 0.10982000000000001 -0.086484999999999992 -0.13719999999999996 0.067785000000000012 0.090230000000000019 -0.077519999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 -8 10 15 -11 -13 -14 -15 16 18 -17 -10 -19 -21 22 -22 24 -23 -25 -27 -28 -29 -30
right_child=-2 -3 -4 -5 5 -7 8 -9 9 11 -12 12 13 14 -16 17 -18 19 -20 20 21 23 -24 25 -26 26 27 28 29 -31
leaf_value=-1.336724467207738e-07 -4.3621445674153111e-07 6.0396032603464506e-07 -3.8423562939855894e-07 4.805755973644284e-07 1.4255588013156739e-07 -9.1108890870827968e-07 -7.0912179864990318e-07 9.444751791913101e-07 5.2260445646165217e-07 3.7137997295084397e-07 1.2242192012763552e-06 -1.507475351238761e-06 -5.6873999720134332e-07 7.5288931325105856e-07 -3.8311245937450166e-07 8.9882275614506989e-07 -1.4531096104249065e-06 -7.2736444659919175e-07 -3.024139678018401e-07 -4.8228932490897493e-07 -5.7213859117441839e-07 -2.0950442685427714e-08 1.8675479548760233e-06 2.0363624030107444e-06 -2.2591667181970365e-06 7.9554792227340575e-07 -4.5652905702400819e-08 1.1735514129596644e-06 -8.0994892295680278e-07 3.4197512227843904e-07
leaf_weight=29 23 21 33 29 20 20 20 21 35 35 25 22 24 23 20 34 21 21 50 29 23 1598 21 21 20 34 731 38 23 57
leaf_count=29 23 21 33 29 20 20 20 21 35 35 25 22 24 23 20 34 21 21 50 29 23 1598 21 21 20 34 731 38 23 57
internal_value=0 3.24021e-09 -8.59602e-10 3.29658e-09 -1.29417e-09 -3.84267e-07 3.85504e-09 3.1915e-07 -1.53461e-09 3.3369e-09 1.21738e-08 -1.94853e-07 -4.17528e-07 -5.96351e-08 2.24516e-07 1.17922e-09 -2.5797e-07 1.15452e-08 3.72995e-08 1.33066e-11 5.8996e-09 1.14169e-08 5.92257e-07 1.28332e-09 -4.86169e-08 9.05959e-08 4.43206e-08 1.42361e-08 3.85243e-07 1.0797e-08
internal_weight=0 3098 3077 3044 3015 40 2975 50 2925 2905 2781 124 89 67 43 2756 106 2650 85 2616 2595 2566 44 2522 1618 904 883 849 118 80
internal_count=3121 3098 3077 3044 3015 40 2975 50 2925 2905 2781 124 89 67 43 2756 106 2650 85 2616 2595 2566 44 2522 1618 904 883 849 118 80
is_linear=0
shrinkage=0.1


Tree=8491
num_leaves=31
num_cat=0
split_feature=394 403 401 1212 1211 1211 1211 1212 1213 1212 3 401 402 15 402 129 129 401 1209 15 42 2 15 1 13 13 3 15 1 52
split_gain=4.17341e-10 3.04929e-09 4.04475e-10 5.13398e-10 6.7012e-10 1.02671e-09 5.29648e-10 4.6557e-10 6.16021e-09 4.9584e-09 4.29338e-09 7.02618e-10 1.02635e-09 2.627e-09 1.03921e-09 1.57743e-09 4.22114e-09 9.28491e-10 7.6601e-10 6.77781e-10 1.5231e-09 3.90817e-09 1.26292e-09 9.11501e-09 2.95458e-08 1.40868e-08 2.121e-09 1.90229e-09 1.70772e-09 1.06698e-09
threshold=0.013605000000000001 -0.074254999999999988 0.13837000000000002 0.13713500000000003 0.11671000000000002 0.10809000000000001 0.092635000000000009 -0.089544999999999986 -0.090764999999999985 -0.087464999999999987 -0.081459999999999991 0.11444000000000001 0.11174500000000002 0.087485000000000021 0.10708500000000001 -0.08133 -1.0000000180025095e-35 0.094270000000000007 -0.084519999999999984 -0.15914499999999995 -0.018024999999999996 0.090675000000000019 -0.10203999999999998 0.092695000000000013 -1.0000000180025095e-35 -0.0044799999999999987 -0.079379999999999992 -0.098289999999999975 0.10708500000000001 -0.094124999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 10 -9 -1 12 14 -14 15 -11 -17 18 -18 20 21 -20 23 25 28 26 -21 -24 -25 -22
right_child=1 -3 -4 -5 -6 -7 -8 9 -10 11 -12 -13 13 -15 -16 16 17 -19 19 22 29 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.3880333690394763e-06 1.0553188695262686e-06 -3.5910508407661318e-07 -4.4257129973500148e-07 3.6307329645224902e-07 -4.2408280325084412e-07 6.2417583389053391e-07 -4.3224541016194242e-07 -1.5796379921084734e-06 1.2733595443453143e-06 8.0489390897516472e-07 2.1696669617199406e-07 5.7680828799025883e-07 -1.3238474797105936e-06 2.596913645902532e-07 6.4553188258287273e-07 -1.4567825667199941e-06 -6.0680693292982015e-07 5.2068641030695731e-07 2.5324706870299491e-07 -1.1550581538851849e-07 4.6887398980288708e-07 -1.5902292938849513e-06 -8.3654272747442828e-07 -8.6889584920868397e-07 4.4116006193917206e-06 -2.6913681921314493e-06 9.1548505021100654e-07 8.3142972132286293e-09 3.4096306730394386e-07 -1.2138171177982758e-07
leaf_weight=25 27 35 21 38 38 26 29 20 36 24 50 21 20 22 25 20 21 34 23 56 35 23 27 20 20 20 31 2061 28 245
leaf_count=25 27 35 21 38 38 26 29 20 36 24 50 21 20 22 25 20 21 34 23 56 35 23 27 20 20 20 31 2061 28 245
internal_value=0 2.56854e-07 -5.21003e-09 -2.1868e-09 -6.81343e-09 -1.46021e-09 -7.00058e-09 -2.75837e-09 1.98094e-07 -1.07321e-08 -3.18033e-07 5.71227e-10 -3.82114e-09 -4.94375e-07 3.77313e-09 -2.19561e-09 -9.46669e-09 1.48124e-09 -5.28235e-09 -4.03244e-10 -1.3521e-07 -6.68491e-07 1.90166e-08 2.77059e-07 1.18237e-06 -2.98277e-07 2.51859e-07 -2.61058e-09 -1.63145e-07 -4.75997e-08
internal_weight=0 62 3059 3038 3000 2962 2936 2907 111 2796 75 2776 2755 42 2713 2688 2664 2644 2610 2589 326 46 2263 175 68 107 87 2088 48 280
internal_count=3121 62 3059 3038 3000 2962 2936 2907 111 2796 75 2776 2755 42 2713 2688 2664 2644 2610 2589 326 46 2263 175 68 107 87 2088 48 280
is_linear=0
shrinkage=0.1


Tree=8492
num_leaves=31
num_cat=0
split_feature=448 447 447 1 1 1 1 1 1 9 1447 480 3 1456 1456 482 483 482 13 12 150 1 402 16 42 160 150 160 484 151
split_gain=4.19268e-10 9.18098e-10 4.16935e-10 4.09763e-10 1.27886e-08 1.00252e-08 9.6115e-09 3.40451e-09 2.9793e-09 2.068e-09 1.66883e-09 2.03505e-09 4.06432e-09 1.53726e-09 3.47722e-09 1.88443e-09 2.40277e-09 2.58269e-09 2.05487e-09 1.64088e-09 1.42309e-09 1.78712e-09 2.25401e-09 1.93938e-09 1.88593e-09 1.82304e-09 1.22876e-09 5.86334e-09 4.72779e-09 1.71944e-09
threshold=0.068920000000000023 0.094005000000000019 0.091025000000000009 0.092845000000000025 0.093400000000000025 0.09202500000000001 0.091535000000000019 0.094090000000000021 0.094715000000000008 0.081890000000000004 0.059120000000000013 0.10344000000000002 -0.075634999999999994 -0.079429999999999987 -0.0077899999999999992 0.098465000000000011 0.098395000000000024 0.089925000000000019 0.24394000000000002 0.12757000000000002 0.12083000000000001 0.096860000000000016 0.090045000000000014 -0.066924999999999985 -0.088249999999999981 -0.43215499999999996 0.10699000000000002 -0.085764999999999994 0.088375000000000009 0.10280000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 9 -6 -9 10 11 26 -13 -10 -15 16 17 18 19 20 21 23 24 -16 -23 -26 29 -28 -29 -1
right_child=-2 -3 -4 4 7 -7 -8 8 13 -11 -12 12 -14 14 15 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=2.1337580563491895e-08 -4.5638328856512093e-07 5.3581397603252871e-07 -4.5769945614893001e-07 -2.3331703408402405e-06 1.1804591480313322e-06 1.8099849331894157e-06 -1.9913028443359812e-06 -1.1255590104989702e-06 -7.3903523419479222e-07 1.0334703875969354e-06 6.9613477275457372e-07 1.6954559456919548e-07 -1.61050573633079e-06 1.3303605443582001e-06 1.2650049428812468e-06 -9.6291490933708704e-07 9.1346109019829371e-07 -9.3954518856152999e-07 7.3872445051841559e-07 -7.6632713452389511e-07 7.4033791424181597e-07 9.3188484811435041e-07 -1.0534818828360089e-06 -2.2351691313815537e-08 8.8170717503999186e-07 -9.0262356638265609e-08 7.0841875380470556e-07 -2.2655198591792215e-06 -9.1172535405803505e-08 9.5354141024017739e-07
leaf_weight=1852 20 32 20 24 24 31 24 24 27 20 35 29 23 20 22 20 29 29 38 28 26 20 22 25 20 549 28 20 20 20
leaf_count=1852 20 32 20 24 24 31 24 24 27 20 35 29 23 20 22 20 29 29 38 28 26 20 22 25 20 549 28 20 20 20
internal_value=0 2.94913e-09 -2.60697e-09 3.78222e-10 -5.42389e-08 2.49845e-08 -1.73445e-09 5.0182e-09 -2.63618e-08 2.15922e-08 1.16082e-08 -4.19129e-10 -6.17785e-07 3.78766e-09 2.74389e-08 -4.03268e-09 1.9702e-08 -1.35701e-08 2.22342e-08 -1.60054e-08 1.47095e-08 -1.39627e-08 -5.96707e-08 5.80241e-07 -2.25504e-08 -5.60982e-08 1.61288e-08 -4.01443e-07 -1.17835e-06 3.1297e-08
internal_weight=0 3101 3069 3049 947 2102 2071 923 899 2047 2027 1992 52 875 848 828 808 779 750 712 684 658 611 47 589 569 1940 68 40 1872
internal_count=3121 3101 3069 3049 947 2102 2071 923 899 2047 2027 1992 52 875 848 828 808 779 750 712 684 658 611 47 589 569 1940 68 40 1872
is_linear=0
shrinkage=0.1


Tree=8493
num_leaves=31
num_cat=0
split_feature=1447 1 1 1 10 1447 1 1 480 160 160 1456 15 3 158 158 1 16 1 1 0 3 1 12 16 13 12 150 147 448
split_gain=5.34002e-10 3.83719e-10 1.03629e-08 8.06205e-09 1.00816e-08 4.61181e-09 2.99187e-09 2.40975e-09 1.47488e-09 1.33517e-09 1.46441e-09 1.20544e-09 1.7435e-09 4.52989e-09 2.44685e-09 1.73544e-09 1.19956e-09 4.31276e-09 4.49105e-09 4.05276e-09 2.51104e-09 6.47891e-09 6.45393e-09 2.21311e-09 3.62055e-09 1.25747e-09 1.12271e-09 2.36255e-09 1.34596e-09 1.66664e-09
threshold=0.090670000000000014 0.092845000000000025 0.093400000000000025 0.09202500000000001 -0.0026549999999999994 0.0071200000000000005 0.094090000000000021 0.094715000000000008 0.11144000000000001 0.11205000000000002 0.10580000000000002 -0.079429999999999987 0.11728000000000001 -0.064674999999999983 -0.25150999999999996 0.10654500000000001 0.085475000000000009 -0.095964999999999981 0.086560000000000012 0.084785000000000013 -0.080119999999999983 -0.082794999999999994 0.090475000000000014 0.090345000000000023 -0.080344999999999986 -0.0062949999999999994 0.12757000000000002 0.12416000000000001 0.10245000000000001 -0.071684999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 8 -4 -8 16 10 11 -9 14 -14 -13 26 19 -18 -19 -6 22 25 23 24 -20 -22 27 28 29 -16
right_child=-2 2 6 -5 5 -7 7 9 -10 -11 -12 12 13 -15 15 -17 17 18 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.2300034243727394e-06 -4.2711789131411439e-07 -2.0998533306245313e-06 1.1305420964222519e-06 1.6289863758116086e-06 8.5681309157693941e-09 1.5371997102420209e-06 -1.0130036466253026e-06 -6.5935939127720547e-07 -6.143690475516599e-07 6.1696998359901264e-07 -8.4669445587202241e-07 -1.1118867119108701e-06 1.4976011588832652e-06 -2.6118392977281245e-07 8.9125824271008019e-07 7.6734014300952899e-07 -9.2747013527609102e-07 1.4484185493435221e-06 -9.0237123323596599e-07 -1.3279771668867793e-06 1.0022812884728964e-06 -1.3708558345371103e-06 1.6597531421005193e-06 9.8928392989447213e-07 3.4762394549151427e-07 -3.2452318876607937e-08 -7.4200493361872988e-07 1.0200500980772632e-06 -8.2091535990089362e-07 -3.5500322334961208e-08
leaf_weight=20 29 24 23 31 1669 20 24 27 37 34 21 20 27 32 20 29 30 32 37 23 23 32 33 22 62 24 21 22 21 652
leaf_count=20 29 24 23 31 1669 20 24 27 37 34 21 20 27 32 20 29 30 32 37 23 23 32 33 22 62 24 21 22 21 652
internal_value=0 4.00354e-09 -4.70624e-08 2.83056e-08 4.26433e-09 2.6126e-08 3.57172e-09 -2.37128e-08 1.11945e-08 1.92754e-09 -2.15158e-08 -1.62055e-09 1.94209e-08 5.43684e-07 -1.99823e-08 8.56418e-09 2.28431e-08 2.08924e-07 3.37572e-07 -9.60004e-09 1.8501e-07 -2.73339e-07 4.20137e-07 8.20595e-08 -1.19546e-07 4.73907e-07 -2.13332e-08 -1.66665e-10 -3.25545e-08 -7.91822e-09
internal_weight=0 3092 997 2095 2064 2044 973 950 2024 926 892 871 844 59 785 765 1987 295 265 1692 233 79 154 121 99 47 736 715 693 672
internal_count=3121 3092 997 2095 2064 2044 973 950 2024 926 892 871 844 59 785 765 1987 295 265 1692 233 79 154 121 99 47 736 715 693 672
is_linear=0
shrinkage=0.1


Tree=8494
num_leaves=31
num_cat=0
split_feature=1447 2 401 1212 3 0 1212 1211 1185 393 12 1210 1429 52 4 12 52 4 43 42 481 12 12 133 16 0 0 15 482 401
split_gain=5.15922e-10 1.01387e-09 3.94038e-10 4.89399e-10 2.41432e-09 1.48333e-09 5.57294e-10 1.32068e-09 5.65347e-10 9.14404e-10 4.3396e-10 2.87242e-09 1.69034e-09 1.34384e-09 1.28439e-09 1.20458e-09 3.03844e-09 2.75321e-09 3.31916e-09 2.5076e-09 1.74727e-09 1.57773e-09 1.90357e-09 1.01735e-08 8.3795e-09 6.32648e-09 7.46283e-09 2.92065e-09 2.23566e-09 1.05787e-09
threshold=0.071705000000000005 0.086675000000000016 0.13837000000000002 0.12472500000000002 -0.077354999999999993 -0.075934999999999989 0.11660500000000001 0.11301500000000002 -0.10973499999999999 0.10856500000000001 0.09334000000000002 -0.061049999999999993 -0.072014999999999982 -0.54906499999999991 -0.46376499999999993 0.091715000000000005 0.31359500000000001 -0.078809999999999977 -0.041049999999999996 0.09112000000000002 -0.16223499999999996 0.091475000000000015 0.089570000000000025 0.090445000000000011 -0.065229999999999996 -0.082724999999999979 -0.081204999999999986 -1.0000000180025095e-35 -0.23722499999999996 -0.06959499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 7 8 -1 10 15 -12 -13 -14 -15 20 17 18 -17 -19 -10 22 28 25 -25 27 -27 -24 -22 -16
right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11 11 12 13 14 29 16 -18 19 -20 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-5.2978071039433418e-07 1.5716386869257804e-07 -8.3768826362713655e-07 -4.2700147275809289e-07 -7.6706903719525608e-07 1.1875293716201441e-06 4.5085217948326322e-07 -4.9945876835589728e-07 7.9592871261844442e-07 -9.0785789850434372e-07 5.045836019235139e-07 -1.062619783657023e-06 -8.0538487273534659e-07 6.0487350050867201e-07 -8.0063326993781856e-07 5.2855826414851698e-07 -1.8126394915422379e-07 1.2996358150303422e-06 2.2132064876651775e-07 1.4495582272152555e-06 -9.4355088504705764e-07 -9.90749344593852e-07 -7.9685637596564147e-07 4.2552532783423473e-08 4.2478195937816891e-07 3.1473965623263209e-06 -2.3969598470330311e-06 -1.0470374764754895e-07 1.5298286810953553e-06 1.4857082788492429e-09 -3.7584710366036317e-08
leaf_weight=20 20 21 21 20 20 20 22 21 21 36 28 27 35 21 35 24 25 42 26 33 23 24 31 26 20 20 49 23 1788 579
leaf_count=20 20 21 21 20 20 20 22 21 21 36 28 27 35 21 35 24 25 42 26 33 23 24 31 26 20 20 49 23 1788 579
internal_value=0 -3.52395e-07 4.69036e-09 7.65392e-09 2.90438e-07 -1.58108e-07 1.99637e-09 5.70211e-09 8.81903e-11 3.69765e-09 -2.52024e-09 -6.9522e-08 -2.96272e-08 1.63473e-09 -3.16147e-08 1.98137e-08 2.93249e-07 9.19717e-08 6.66764e-07 -2.91223e-07 -4.40784e-10 9.06808e-09 1.88369e-08 3.39809e-07 1.60853e-06 -1.34671e-07 -7.69126e-07 6.76022e-07 -1.11158e-08 -5.31272e-09
internal_weight=0 41 3080 3059 60 40 2999 2977 2956 2936 2900 725 697 670 635 2175 150 125 50 75 2025 2004 1980 169 46 123 69 54 1811 614
internal_count=3121 41 3080 3059 60 40 2999 2977 2956 2936 2900 725 697 670 635 2175 150 125 50 75 2025 2004 1980 169 46 123 69 54 1811 614
is_linear=0
shrinkage=0.1


Tree=8495
num_leaves=31
num_cat=0
split_feature=1447 480 160 133 13 0 1 479 483 158 1447 1446 43 403 1429 1429 16 16 1372 1429 1420 52 12 0 155 12 2 157 2 475
split_gain=4.17978e-10 9.40509e-10 3.79335e-10 4.31303e-09 5.39177e-09 1.10598e-08 6.07172e-09 7.5399e-10 6.91099e-10 7.60446e-10 6.07848e-10 3.46386e-09 2.50655e-09 1.62747e-09 4.40849e-10 3.81308e-09 2.20348e-09 4.86178e-09 1.87919e-09 1.18507e-09 1.04843e-09 1.02865e-09 5.68222e-09 2.78496e-09 2.44653e-09 1.02231e-09 1.55679e-09 2.12126e-09 9.34322e-10 1.03832e-09
threshold=0.071705000000000005 0.085075000000000026 -0.52439499999999983 0.090445000000000011 -0.081029999999999977 -0.085669999999999982 0.083135000000000014 0.086465000000000014 -0.47356499999999996 0.13559000000000002 -0.086359999999999978 0.085345000000000018 -0.081374999999999989 -0.57146499999999989 0.083715000000000026 0.083985000000000018 -0.011989999999999999 -0.007794999999999999 -0.082274999999999987 0.032755000000000006 -0.08341999999999998 -0.55061999999999989 0.095330000000000012 -0.014954999999999998 0.11854500000000001 0.099400000000000002 0.10644500000000001 -0.071119999999999989 0.089885000000000007 -0.084264999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -6 8 -4 10 11 12 -10 -12 18 -16 -17 -18 -15 20 -20 22 23 -22 -23 26 27 28 29 -19
right_child=1 -3 7 -5 6 -7 -8 -9 9 -11 13 -13 -14 14 15 16 17 25 19 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.6140694792408112e-07 -7.8459474582901059e-07 1.7358907353326461e-07 -5.5596721912303857e-07 1.4415517455290683e-06 -4.4554110878553253e-07 -2.6362776565491686e-06 1.989033290783482e-06 -5.0147715342063752e-07 1.1807105465777569e-07 6.2112570276440248e-07 -9.0381633924607748e-07 -4.8618245545029033e-07 1.7012797320603569e-06 9.7888634059017938e-07 -1.4156787805014964e-06 -8.1104754583756062e-07 1.5582735887251365e-06 -3.6211992390159749e-07 7.3342381710972416e-07 -7.0879858590753592e-07 -2.5689638803106346e-07 6.5057501821903327e-09 9.1267206595479031e-07 -1.8854987745596321e-06 9.817440345526707e-07 5.2640257320035746e-07 -7.1193280103000836e-07 8.817237185014719e-07 -7.6428432513673465e-07 5.5469037755799607e-07
leaf_weight=32 21 20 22 22 21 20 20 30 20 20 20 32 20 20 21 29 21 30 20 23 21 2418 22 21 26 25 38 23 22 21
leaf_count=32 21 20 22 22 21 20 20 30 20 20 20 32 20 20 21 29 21 30 20 23 21 2418 22 21 26 25 38 23 22 21
internal_value=0 -3.17188e-07 4.21989e-09 1.82417e-07 -1.15443e-07 -7.91549e-07 7.42056e-07 -2.69161e-09 2.4067e-09 6.62374e-09 2.37554e-09 2.89294e-07 9.09675e-07 -4.94744e-09 1.47076e-09 -1.31169e-07 -2.10395e-09 1.28226e-07 1.33367e-08 5.7667e-09 1.22679e-08 6.51704e-09 -3.89242e-07 -1.0712e-06 1.68806e-08 -6.06484e-08 -1.70173e-07 4.42739e-08 -2.1958e-07 1.53902e-08
internal_weight=0 41 3080 115 93 52 41 2965 2935 2913 2893 72 40 2821 2801 230 209 180 2571 2551 2528 2508 64 42 2444 159 134 96 73 51
internal_count=3121 41 3080 115 93 52 41 2965 2935 2913 2893 72 40 2821 2801 230 209 180 2571 2551 2528 2508 64 42 2444 159 134 96 73 51
is_linear=0
shrinkage=0.1


Tree=8496
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 52 133 49 1429 474 133 133 484 3 42 483 13 2 1456 483 480 4 4 2 2 33 16 16 51 49
split_gain=3.8161e-10 1.15524e-08 6.47699e-09 1.99146e-09 6.00421e-10 7.41221e-10 1.5019e-09 4.70792e-10 2.11406e-09 2.78651e-09 1.63879e-09 2.55853e-09 1.70014e-09 1.06263e-09 1.37496e-09 6.73918e-10 2.84563e-09 2.60113e-09 2.51811e-09 1.70972e-09 8.69696e-10 9.12707e-10 1.97123e-09 2.01991e-09 1.69353e-09 1.55541e-09 1.49624e-09 2.30286e-09 1.39945e-09 2.92456e-09
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.090645000000000017 -0.37971999999999995 0.10347500000000003 0.083725000000000008 0.083795000000000022 0.089595000000000022 0.095000000000000015 0.0038100000000000005 -0.076969999999999997 0.10024000000000001 0.098395000000000024 -0.052719999999999996 0.096540000000000015 -0.074164999999999995 0.095085000000000017 0.11387000000000001 -0.0019149999999999998 -0.0057249999999999992 0.089885000000000007 0.086000000000000007 -0.0066799999999999993 -0.15241499999999997 -0.13941499999999998 -0.14283999999999999 -0.009329999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 15 9 10 12 -12 -9 -13 -15 19 17 18 -17 20 21 22 26 24 -24 -23 -4 -28 29 -29
right_child=2 -3 7 -5 -6 -7 -8 8 -10 -11 11 13 -14 14 -16 16 -18 -19 -20 -21 -22 25 23 -25 -26 -27 27 28 -30 -31
leaf_value=-8.6207721035582202e-07 -1.7189299052750525e-06 2.3574514483606263e-06 -7.2000450610050462e-07 -1.0553733716278657e-06 4.9923456275212718e-07 3.2823631591504133e-07 -4.3204013204438909e-09 -4.2199659149616328e-08 -8.7040395743715086e-07 1.1133086033510153e-06 -1.3097484185209397e-06 3.7575555325020108e-07 9.4767506858772782e-07 -1.0098639688207879e-06 1.3446520240125081e-07 1.0456489016113274e-06 1.0577938883926664e-06 -7.8571225204328712e-07 -1.9732889931298398e-07 -6.7867306670324178e-07 6.1456408726456859e-07 9.7213015408215149e-07 -3.0527627522758397e-07 1.0166779036118333e-07 -1.5634811239064931e-06 7.8004750011711841e-08 9.7692064488323158e-07 -6.9748559422491566e-07 -3.5509414008135768e-08 6.3023722757702104e-07
leaf_weight=26 22 21 29 20 21 36 95 131 33 20 25 26 20 21 21 28 32 31 39 36 24 20 20 29 23 715 24 21 1433 79
leaf_count=26 22 21 29 20 21 36 95 131 33 20 25 26 20 21 21 28 32 31 39 36 24 20 20 29 23 715 24 21 1433 79
internal_value=0 1.27283e-07 -9.61146e-09 -1.0925e-07 -2.94389e-09 -7.01143e-08 -1.88632e-07 3.44584e-09 -1.15789e-07 -2.14618e-08 -1.14476e-07 -4.44704e-07 8.89096e-08 -1.26672e-07 -4.37699e-07 1.71557e-08 2.39036e-07 -2.83136e-08 3.22125e-07 5.3969e-09 1.55858e-08 9.57848e-09 -3.15408e-08 -5.43295e-07 -9.7827e-07 1.02335e-07 -8.30863e-09 4.94711e-09 -1.02697e-08 3.51415e-07
internal_weight=0 219 2902 198 178 157 121 2880 297 264 244 93 151 68 42 2583 130 98 67 2453 2417 2393 1658 72 43 735 1586 1557 1533 100
internal_count=3121 219 2902 198 178 157 121 2880 297 264 244 93 151 68 42 2583 130 98 67 2453 2417 2393 1658 72 43 735 1586 1557 1533 100
is_linear=0
shrinkage=0.1


Tree=8497
num_leaves=31
num_cat=0
split_feature=132 1185 1203 47 50 44 12 475 51 50 402 13 50 3 1210 1452 159 484 12 3 155 13 43 16 1213 133 157 3 43 42
split_gain=3.95505e-10 2.01967e-09 1.96691e-09 3.96453e-10 5.30591e-10 1.29358e-09 1.39652e-09 8.54631e-10 1.4454e-09 8.16016e-10 1.06773e-09 3.10563e-09 1.28355e-09 1.95179e-09 1.16292e-09 1.07455e-09 8.65562e-10 4.35647e-09 7.59056e-10 2.15556e-09 1.7229e-09 1.59306e-09 2.76821e-09 1.42e-09 1.36062e-09 2.48239e-09 1.38559e-09 1.84664e-09 1.46035e-09 1.61776e-09
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 0.14397500000000002 0.12213000000000002 0.099360000000000018 0.087285000000000015 -0.082274999999999987 0.14330000000000001 0.11941000000000002 -0.45454999999999995 -0.066634999999999986 0.11318500000000002 -0.077774999999999983 0.26755500000000004 0.11609000000000001 -0.45371999999999996 -0.017214999999999998 0.098810000000000023 -0.047929999999999993 0.14230000000000001 0.24813000000000004 -0.15582499999999996 0.63167000000000006 -0.063509999999999997 -0.029034999999999995 -0.04831499999999999 -0.13309499999999996 -0.05647499999999999 0.089015000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 9 6 -6 -8 -9 10 11 -3 14 -14 15 16 17 -12 20 21 23 22 -20 -18 -24 -26 -27 -28 -29 -30
right_child=1 3 -4 -5 5 -7 7 8 -10 -11 12 -13 13 -15 -16 -17 18 -19 19 -21 -22 -23 24 -25 25 26 27 28 29 -31
leaf_value=-3.4156225795115638e-08 9.6421023789100051e-07 1.1497817104100251e-06 -1.0752181189843668e-06 -4.3048927950838422e-07 1.0945020505914726e-06 -5.3548102130207553e-07 -4.0582922565590713e-07 7.2628899738802488e-07 -2.009440431367756e-07 -6.2471784311972965e-07 6.3606200285448732e-07 -2.2785517362283118e-07 7.6883431271805133e-08 -1.095073285055319e-06 -7.5810597024883472e-07 7.1978471403272565e-07 3.1669050389445162e-08 -1.3819441594156832e-06 8.5870959711797931e-07 -8.5214474867174241e-07 9.3174067420217667e-07 -6.7302827831992682e-07 6.2091440824474384e-07 -6.2937174833898488e-07 -9.134278417415982e-07 -6.1105526488821251e-07 7.6168849269769068e-07 3.1396045998958887e-07 -1.1092985067245372e-06 9.0169394779778774e-08
leaf_weight=196 22 30 20 21 20 20 20 40 29 21 20 36 30 27 20 21 2128 23 36 37 21 35 24 33 37 30 35 44 22 23
leaf_count=196 22 30 20 21 20 20 20 40 29 21 20 36 30 27 20 21 2128 23 36 37 21 35 24 33 37 30 35 44 22 23
internal_value=0 9.70559e-09 -1.30551e-07 2.42182e-09 5.59832e-09 2.03783e-07 3.39428e-07 1.69748e-07 3.36582e-07 -3.75618e-09 1.05215e-09 3.98343e-07 -8.8576e-09 -4.78254e-07 1.47673e-09 7.39018e-09 1.5188e-09 -4.43337e-07 9.15504e-09 -1.33918e-07 3.03341e-08 -4.1001e-08 4.71302e-08 2.15745e-08 -8.87621e-08 -1.77936e-07 -1.22709e-09 1.46312e-07 -9.569e-08 -4.96237e-07
internal_weight=0 2905 216 2883 2862 129 109 89 69 2733 2712 66 2646 57 2589 2569 2548 43 2505 323 2182 286 251 2161 215 191 154 124 89 45
internal_count=3121 2905 216 2883 2862 129 109 89 69 2733 2712 66 2646 57 2589 2569 2548 43 2505 323 2182 286 251 2161 215 191 154 124 89 45
is_linear=0
shrinkage=0.1


Tree=8498
num_leaves=31
num_cat=0
split_feature=156 1428 156 15 0 130 2 11 33 147 147 147 3 0 10 47 16 2 160 474 150 48 151 52 2 2 13 4 3 16
split_gain=4.26756e-10 8.10885e-10 4.15304e-10 4.22137e-10 7.31731e-10 6.56275e-10 5.68142e-10 6.14572e-10 1.04123e-09 5.1929e-10 1.07698e-09 8.70831e-10 5.74203e-10 2.30222e-09 1.31796e-08 8.33086e-09 1.56473e-08 7.23049e-09 2.32761e-09 2.34808e-09 1.58974e-09 3.9974e-09 2.01342e-09 1.41795e-09 1.70128e-09 1.48852e-09 1.27376e-09 1.05822e-09 1.16025e-09 1.86451e-09
threshold=0.3248100000000001 0.10668500000000002 0.12794000000000003 0.17980000000000004 -0.097734999999999989 -0.23123999999999997 0.31358000000000003 -0.011194999999999998 -0.009184999999999997 0.10735000000000001 0.099230000000000013 0.093875000000000014 -0.0049599999999999991 -0.10224499999999999 -0.012544999999999999 0.092710000000000015 -0.13088499999999997 0.083215000000000011 -0.089744999999999978 0.088010000000000019 0.090480000000000019 0.089670000000000014 -0.0033899999999999994 -0.23375999999999997 0.10497000000000002 0.14530500000000005 -0.085584999999999981 -0.0029599999999999995 0.084940000000000015 -0.40995499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7 -9 10 11 12 -10 15 -15 17 -17 -14 -16 23 21 27 -22 -20 26 -26 -25 -19 -29 -30
right_child=-2 -3 -4 4 -6 6 -8 8 9 -11 -12 -13 13 14 18 16 -18 20 19 -21 22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=5.5512531971436105e-07 -4.2916058735341801e-07 6.3787109070290173e-07 -3.6510768730353917e-07 -3.3004934709067257e-08 7.5895360595268358e-07 4.8226642706667314e-07 -4.7128201733615835e-07 -6.2419945329060686e-07 -1.6990049402232889e-08 -5.081078456470323e-07 7.3447708473395331e-07 -6.4349134028080221e-07 1.9138942933109733e-06 2.7934203703239293e-06 -7.4876340414269705e-07 1.9154439831419784e-07 -3.251417745337387e-06 5.326712432272209e-07 -4.2955138947096015e-07 1.2251169192181588e-06 1.1335585578346279e-06 -1.4179258796916244e-06 -1.4874135558784474e-07 4.6394264391945121e-07 1.4017974644531251e-06 1.817468637455022e-07 -4.7837349295143381e-07 4.1256663121203019e-07 2.2226041191212668e-07 -9.8911914308161996e-07
leaf_weight=21 23 20 31 28 20 26 26 27 2376 20 20 21 22 20 28 33 22 33 38 21 24 22 25 26 20 20 32 25 24 27
leaf_count=21 23 20 31 28 20 26 26 27 2376 20 20 21 22 20 28 33 22 33 38 21 24 22 25 26 20 20 32 25 24 27
internal_value=0 3.1862e-09 -9.37809e-10 2.76723e-09 2.96978e-07 -1.9417e-09 -5.86998e-09 -1.77082e-09 -6.07191e-09 -3.1494e-10 3.21262e-09 -1.9029e-09 2.84458e-09 1.04851e-07 3.54795e-07 -9.45202e-08 -1.18564e-06 2.02567e-07 9.11598e-08 2.40955e-07 -6.59527e-09 -1.88351e-07 4.79324e-07 8.89889e-08 2.90056e-07 7.91772e-07 -5.59559e-08 5.98197e-08 -1.45497e-07 -4.19058e-07
internal_weight=0 3098 3078 3047 48 2999 2978 2952 2926 2899 2879 2859 2838 462 205 257 55 202 185 157 180 131 49 136 98 40 58 109 76 51
internal_count=3121 3098 3078 3047 48 2999 2978 2952 2926 2899 2879 2859 2838 462 205 257 55 202 185 157 180 131 49 136 98 40 58 109 76 51
is_linear=0
shrinkage=0.1


Tree=8499
num_leaves=31
num_cat=0
split_feature=421 9 2 9 41 41 149 34 33 43 43 3 49 1374 151 1374 1373 150 457 482 159 157 15 3 151 4 4 12 133 2
split_gain=3.90171e-10 6.58881e-10 1.95256e-09 9.41566e-10 6.17774e-10 1.3193e-09 5.64142e-10 5.38892e-10 1.41233e-09 4.45485e-10 2.61096e-09 5.76178e-09 4.06417e-09 2.7753e-09 4.65809e-09 1.58765e-09 3.11552e-09 3.07424e-09 3.13042e-09 1.27003e-09 3.35157e-09 2.61574e-09 1.47121e-09 1.25052e-09 9.72352e-10 1.18396e-09 4.34104e-09 1.57386e-09 4.48982e-09 2.04065e-09
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 0.088235000000000022 0.086565000000000017 0.090905000000000014 0.097720000000000015 -0.08786999999999999 1.0000000180025095e-35 -0.081944999999999976 -0.08287499999999999 -0.082234999999999989 0.065470000000000014 0.086765000000000023 -0.5145249999999999 0.088460000000000011 1.0000000180025095e-35 0.12640500000000002 0.10613500000000002 0.090355000000000005 0.11058000000000003 -0.073194999999999996 -0.26481999999999994 -0.010424999999999999 -0.14575499999999997 -0.0096849999999999974 -0.0073899999999999999 0.090285000000000018 0.088820000000000024 0.10327000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 7 -2 9 10 13 -12 -13 14 -9 16 17 18 -11 20 22 -21 -16 24 -24 -26 -27 28 -28 -29
right_child=1 2 -4 -5 5 -7 -8 8 -10 15 11 12 -14 -15 19 -17 -18 -19 -20 21 -22 -23 23 -25 25 26 27 29 -30 -31
leaf_value=-4.4026589478107782e-07 4.7123721363580747e-07 -2.0647025428388589e-07 1.1191638037644226e-06 -5.9067008330068221e-07 9.7752122712790895e-07 5.3580114922624494e-08 -4.164609769283991e-07 -1.5293982234965141e-06 -7.5294110865797854e-07 -2.5557613738129268e-08 1.9884364757093534e-06 9.5399742955729981e-07 -1.0378372172681338e-06 1.0080714159980912e-06 8.3330994158359319e-07 -7.4504356651535393e-07 1.1713304249124948e-06 -1.1055062644188115e-06 1.0790356415012726e-06 -2.431711141070991e-07 -1.150550933402883e-06 1.3741538123213104e-06 5.4647303901380357e-07 -7.7671648554655816e-07 8.1346313324250899e-08 -1.6182802886532956e-06 -2.771527768040955e-07 1.2948862462280886e-07 1.3485973091746929e-06 -1.1910522924939539e-06
leaf_weight=20 24 25 20 27 20 68 33 20 25 1942 22 21 20 27 22 30 22 26 26 20 25 20 34 20 417 20 53 25 25 22
leaf_count=20 24 25 20 27 20 68 33 20 25 1942 22 21 20 27 22 30 22 26 26 20 25 20 34 20 417 20 53 25 25 22
internal_value=0 2.84103e-09 3.827e-07 -2.75245e-09 2.48815e-09 2.63567e-07 -5.32379e-09 -6.58207e-10 -4.58521e-09 1.95865e-09 6.45792e-08 6.82902e-07 -1.76292e-08 1.26402e-08 -2.45336e-08 -2.29243e-08 -1.21785e-08 -2.52363e-08 -1.09644e-08 1.8279e-08 -1.47353e-08 5.65491e-07 2.97716e-08 1.0738e-09 2.71741e-08 -4.24251e-09 -2.50384e-07 -3.15208e-08 2.43921e-07 -4.88637e-07
internal_weight=0 3101 45 3056 3029 88 2941 2908 2884 2859 813 63 41 750 723 2046 2016 1994 1968 703 663 40 638 616 596 562 145 125 78 47
internal_count=3121 3101 45 3056 3029 88 2941 2908 2884 2859 813 63 41 750 723 2046 2016 1994 1968 703 663 40 638 616 596 562 145 125 78 47
is_linear=0
shrinkage=0.1


Tree=8500
num_leaves=31
num_cat=0
split_feature=132 1186 132 15 394 130 12 12 48 2 4 9 12 33 15 34 9 49 151 42 42 51 1429 42 457 1 12 13 151 3
split_gain=3.96585e-10 1.07865e-08 6.27649e-09 1.06507e-09 4.77436e-10 5.25107e-10 6.36802e-10 4.69702e-10 6.44201e-10 5.6793e-10 4.88542e-10 4.42729e-10 2.80264e-09 1.50299e-09 4.32725e-10 4.39023e-10 1.70796e-09 5.05127e-10 5.56544e-10 1.59626e-09 6.33044e-09 4.26152e-09 4.19714e-09 3.52967e-09 1.69164e-09 1.83164e-09 1.54672e-09 1.26799e-09 9.73114e-10 5.96711e-10
threshold=-0.083284999999999984 0.0044650000000000011 -0.076764999999999986 0.092400000000000024 1.0000000180025095e-35 -0.22699999999999995 0.23631000000000002 0.11527000000000001 0.086425000000000016 0.084245000000000014 -0.086254999999999984 0.092235000000000011 -0.010834999999999999 -0.0066799999999999993 0.17980000000000004 -0.08786999999999999 0.037245000000000007 -0.16230499999999995 -0.085134999999999975 0.083715000000000026 0.083995000000000014 -0.085534999999999986 0.083715000000000026 0.087195000000000009 0.08597500000000001 0.10658000000000002 0.087505000000000013 -0.010094999999999998 -0.083919999999999981 -0.0049599999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 5 -4 11 8 9 -1 -11 13 -13 -7 15 -15 17 -17 19 21 -21 -19 23 -22 25 27 -25 -23 -20 -30
right_child=2 -3 4 -5 -6 6 -8 -9 -10 10 -12 12 -14 14 -16 16 -18 18 28 20 22 24 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-3.2022515975350454e-07 -1.7323350900391062e-06 2.2298669301015005e-06 -5.1317150564500478e-07 -7.1464792733877401e-07 3.1225195103309733e-07 7.3108347139948048e-07 5.6330755114686327e-07 3.5864384244632675e-07 -5.6193112859167138e-07 -2.7973490688282256e-07 2.8755470023746797e-07 5.4100856156461916e-07 -1.0260405556437036e-06 4.3454250570365817e-07 3.1315723638786476e-07 -4.2882990791375573e-07 -8.5379283566074577e-07 -1.3151500060833618e-06 -5.9360785410811743e-07 1.7492925727074856e-06 1.5367240273178596e-06 1.517880882317968e-07 -1.0985363678628346e-06 -6.1955199329351745e-07 6.9631748660837825e-07 5.8055870479418245e-07 4.0587398521851308e-07 -7.8658637474088927e-07 -3.4588113829643908e-08 9.8305228689189217e-08
leaf_weight=37 21 22 20 25 49 28 20 28 24 20 63 21 25 22 42 28 24 24 29 27 20 24 25 24 38 27 38 36 1878 412
leaf_count=37 21 22 20 25 49 28 20 28 24 20 63 21 25 22 42 28 24 24 29 27 20 24 25 24 38 27 38 36 1878 412
internal_value=0 1.29769e-07 -9.78541e-09 -1.04759e-07 2.77049e-09 -2.58424e-09 1.04725e-09 -1.61128e-08 -8.89822e-08 5.60764e-09 1.50858e-07 -2.9804e-09 -3.10649e-07 2.17354e-09 -5.33546e-09 -1.03342e-08 -1.4022e-08 -6.35867e-09 -1.81248e-09 1.30577e-07 3.81014e-07 -9.46486e-08 3.5748e-08 3.81566e-07 1.39688e-07 -1.03438e-07 8.9349e-09 -4.11237e-07 -1.79687e-08 -1.06789e-08
internal_weight=0 219 2902 197 2881 2832 2812 172 144 120 83 2792 46 2746 2718 2676 2654 2630 2602 283 134 149 107 82 125 87 62 60 2319 2290
internal_count=3121 219 2902 197 2881 2832 2812 172 144 120 83 2792 46 2746 2718 2676 2654 2630 2602 283 134 149 107 82 125 87 62 60 2319 2290
is_linear=0
shrinkage=0.1


Tree=8501
num_leaves=31
num_cat=0
split_feature=448 0 44 40 12 133 483 158 47 47 47 47 484 51 124 34 34 97 159 11 40 151 10 1 1 1 9 1184 123 4
split_gain=4.05135e-10 9.24465e-10 4.28223e-10 4.32563e-10 5.74488e-10 9.47683e-10 7.3567e-10 6.86547e-10 4.23832e-10 4.25774e-09 3.62144e-09 1.38554e-09 7.35545e-10 9.40678e-10 6.54109e-10 8.08483e-10 7.04071e-10 3.80874e-09 1.63131e-09 1.02966e-09 8.35576e-10 1.34315e-09 1.07318e-09 9.66308e-10 2.70973e-09 1.98228e-09 1.29145e-09 1.03274e-09 9.44037e-10 1.31455e-09
threshold=0.068920000000000023 -0.26609999999999995 0.087770000000000015 -0.24290999999999999 0.13597000000000004 1.0000000180025095e-35 -0.47181499999999993 0.13374000000000003 0.094460000000000002 0.091680000000000011 0.096770000000000009 0.089640000000000011 -0.078424999999999981 -0.40274499999999996 0.10545000000000002 -0.112215 -0.057544999999999992 -0.079444999999999988 0.078675000000000009 -1.0000000180025095e-35 -0.083564999999999987 -0.08212499999999999 -0.0093599999999999985 0.13686500000000004 0.13332000000000002 0.14173500000000003 0.037245000000000007 0.084515000000000021 0.096455000000000013 0.27044500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 8 9 11 -10 14 -12 -14 15 -8 17 18 -17 -18 21 -21 -22 24 26 -25 27 28 29 -24
right_child=-2 2 -4 4 5 -7 7 -9 10 -11 12 -13 13 -15 -16 16 19 -19 -20 20 22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=6.4882851233960539e-07 -4.4862897624398107e-07 -4.2846650766629566e-07 3.5657276117889884e-07 4.9336219974363839e-07 7.862224766341797e-07 -9.3516779031688213e-08 -6.0956856099313548e-07 -5.825106432850936e-07 -1.357507072053853e-06 1.3889366905252907e-06 -4.2509954746013759e-07 -7.8078479052988856e-07 6.2879355982659039e-07 -2.3925730901013323e-08 5.297117872763001e-07 -8.5277208681656621e-07 -6.9039173033822667e-07 1.3959393091960754e-06 3.6627731550770877e-07 -1.0109607609636096e-06 5.4634883228901449e-07 1.2005055083363914e-07 -4.6017571124548985e-10 -1.1833893227373796e-06 1.0636309930589505e-06 1.6407751362024215e-08 -7.1928094629925003e-07 -6.3581701556358895e-07 -6.5689715927960831e-07 3.5874315180374135e-07
leaf_weight=22 20 24 33 29 24 25 22 21 22 22 38 23 25 189 23 21 22 22 23 21 36 21 2130 21 24 40 25 25 21 107
leaf_count=22 20 24 33 29 24 25 22 21 22 22 38 23 25 189 23 21 22 22 23 21 36 21 2130 21 24 40 25 25 21 107
internal_value=0 2.89503e-09 -1.72028e-09 -5.60199e-09 -2.2437e-09 3.37376e-07 -7.8412e-09 -1.27783e-08 -8.68514e-09 3.5615e-09 -1.27084e-07 -8.04043e-09 -1.96663e-08 5.23265e-08 -1.21511e-09 -5.94635e-09 -7.56942e-10 3.21619e-07 -2.15542e-07 -9.29155e-09 -3.22753e-09 -4.45455e-07 4.41906e-09 -3.73367e-09 6.54382e-09 -3.96637e-07 -4.44842e-09 3.37936e-09 1.04564e-08 1.67212e-08
internal_weight=0 3101 3079 3046 3022 49 2973 2944 2923 2649 274 2627 252 214 2604 2581 2559 66 44 2493 2471 42 2429 2393 2332 61 2308 2283 2258 2237
internal_count=3121 3101 3079 3046 3022 49 2973 2944 2923 2649 274 2627 252 214 2604 2581 2559 66 44 2493 2471 42 2429 2393 2332 61 2308 2283 2258 2237
is_linear=0
shrinkage=0.1


Tree=8502
num_leaves=31
num_cat=0
split_feature=1429 471 11 12 11 155 9 33 1420 475 1420 1 1 132 12 1204 160 480 1 160 1 0 1 1447 481 13 403 1212 483 1456
split_gain=3.69474e-10 7.78988e-10 8.93333e-10 3.40537e-09 1.45146e-09 1.27666e-09 5.19461e-10 1.24036e-09 4.7727e-10 1.36648e-09 8.53881e-10 5.50405e-10 4.36426e-09 3.6234e-09 1.3725e-08 1.1076e-08 2.64193e-09 2.22647e-09 1.80776e-09 1.53262e-09 1.35269e-09 3.5486e-09 3.18308e-09 1.4468e-09 1.53701e-09 6.14848e-09 2.16267e-09 1.17416e-09 1.44156e-09 2.41297e-09
threshold=0.12521000000000002 -0.085064999999999988 0.090070000000000025 0.10149500000000002 0.099410000000000012 0.13392000000000001 0.092235000000000011 -0.0066799999999999993 -0.08341999999999998 -0.080559999999999979 -0.07737999999999999 0.08801500000000001 0.087505000000000013 -0.083284999999999984 0.091840000000000019 -1.0000000180025095e-35 -0.53908999999999996 0.11191000000000002 0.08844500000000001 -0.43215499999999996 0.085605000000000014 -0.086729999999999988 0.084885000000000002 0.056670000000000005 -0.087424999999999989 -0.08645499999999999 -0.55327499999999985 0.091580000000000009 -0.096724999999999992 -0.077349999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 -3 9 -9 -10 12 17 14 -13 -15 -17 20 -18 -20 22 -22 23 24 25 -12 -26 28 -21 -30
right_child=-2 2 3 4 -6 -7 -8 8 10 -11 11 13 -14 15 -16 16 18 -19 19 27 21 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-5.4783130762049179e-07 4.2843027529215757e-07 7.0444176571982106e-07 1.0484581039420575e-06 -8.4769429642100079e-07 2.2223573203916658e-07 -7.4966789846396009e-07 -3.6429973278018228e-07 -1.4154921653494843e-07 -5.787951959763842e-07 9.1765169177701224e-07 7.3499358157797755e-07 -8.4702344172645411e-07 1.4995440346865508e-06 -2.4305461192852819e-06 2.6109238076928293e-06 -1.1626922705044676e-06 -9.0456142240337511e-07 7.9232984033536814e-07 7.2150908303163828e-07 -8.7173039478979532e-07 -5.3744234326751958e-07 1.066327447952554e-06 -1.1871787083597828e-06 -7.5749413758785523e-07 9.3057331314893275e-07 -1.5464673188708496e-06 1.0903309957337653e-08 5.2192807354581545e-07 7.05910141938321e-07 -7.1653212741716048e-08
leaf_weight=26 20 25 37 21 32 23 39 29 26 21 21 24 20 20 22 21 23 36 28 21 22 37 23 25 26 27 1545 37 42 802
leaf_count=26 20 25 37 21 32 23 39 29 26 21 21 24 20 20 22 21 23 36 28 21 22 37 23 25 26 27 1545 37 42 802
internal_value=0 -2.76369e-09 1.84502e-09 3.12255e-07 -2.01699e-07 -7.51407e-09 -1.75122e-09 3.08606e-09 -2.96428e-09 3.03315e-07 -8.34138e-09 -3.0856e-09 3.06529e-08 -6.08952e-08 8.06777e-07 -1.01049e-07 -5.32154e-08 1.39799e-08 -2.87674e-08 -7.10795e-09 -2.25453e-09 4.68312e-07 -1.89092e-08 -2.56483e-09 9.09251e-09 -5.48328e-07 2.61238e-08 -2.97258e-08 -5.33225e-08 -3.29593e-08
internal_weight=0 3101 3075 90 53 2985 2962 2923 2898 50 2848 2822 1782 1040 46 994 974 1762 953 930 1726 59 1667 1644 1619 48 1571 902 865 844
internal_count=3121 3101 3075 90 53 2985 2962 2923 2898 50 2848 2822 1782 1040 46 994 974 1762 953 930 1726 59 1667 1644 1619 48 1571 902 865 844
is_linear=0
shrinkage=0.1


Tree=8503
num_leaves=31
num_cat=0
split_feature=132 132 1203 50 16 131 3 2 33 47 47 47 2 47 48 49 42 43 43 3 474 474 3 13 42 3 51 52 51 2
split_gain=4.52113e-10 1.65312e-09 1.58437e-09 4.33015e-10 4.83004e-10 9.20047e-10 6.03543e-10 1.00683e-09 4.12758e-10 6.51654e-10 4.68781e-09 4.4712e-09 7.05919e-10 1.60841e-09 1.38542e-09 7.58643e-10 6.84054e-10 2.16684e-09 7.54096e-10 6.75311e-10 1.83871e-09 2.04988e-09 1.42339e-09 4.52615e-09 1.36902e-09 1.30295e-09 1.23734e-09 4.28304e-09 1.75502e-09 1.40795e-09
threshold=-0.083449999999999983 -0.076764999999999986 0.089480000000000018 0.087730000000000016 -0.095094999999999985 -0.076979999999999979 -0.073309999999999986 0.089725000000000013 -0.009184999999999997 0.094160000000000008 0.09717000000000002 0.090100000000000013 0.10402500000000002 0.11635500000000001 0.11247500000000001 0.15021500000000002 0.088060000000000013 -0.078139999999999973 -0.0047449999999999992 0.0051600000000000005 0.091650000000000009 0.088010000000000019 -0.0096849999999999974 -0.0072999999999999992 0.086325000000000013 -0.012304999999999998 0.093135000000000009 -0.080114999999999978 0.088785000000000017 0.10644500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -7 -3 11 -11 19 14 -14 16 -15 18 -18 -12 22 21 26 25 24 -24 -10 28 -28 29 -21
right_child=1 8 -4 -5 5 6 -8 -9 9 10 12 -13 13 15 -16 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-3.2444801687704838e-07 8.3687923459289473e-07 -3.594365565614651e-07 -9.8742394300188612e-07 -4.2493442062205192e-07 6.8396219629366073e-07 3.8819640291829761e-08 4.2111726491119345e-07 -7.6832371746604629e-07 -5.8115265685899916e-09 1.4302717357413014e-06 3.4852403936685366e-07 -1.1313569564208591e-06 -9.7471912513789165e-07 2.7925489293677077e-07 7.8073491960952071e-07 -4.6904367692945933e-07 -9.388547414783507e-07 2.3970411262279161e-07 -3.0920186514757244e-07 -5.0590572792357112e-08 -5.9555611677808437e-07 1.1794324836955641e-06 6.6684520760418309e-07 -1.7264579952325221e-06 -2.7279119108144463e-07 6.6932192065247243e-07 -1.3922835823233404e-06 2.8206610272718539e-07 1.1156291975567002e-06 4.4525808148421224e-07
leaf_weight=35 24 31 20 27 22 68 24 20 2001 26 72 35 21 42 28 20 26 39 23 134 32 20 20 20 69 29 22 50 21 100
leaf_count=35 24 31 20 27 22 68 24 20 2001 26 72 35 21 42 28 20 26 39 23 134 32 20 20 20 69 29 22 50 21 100
internal_value=0 1.03743e-08 -1.39584e-07 -5.30697e-08 6.34061e-09 9.27406e-08 -2.33922e-08 -1.44622e-07 3.4891e-09 7.43671e-09 1.47632e-07 -8.87272e-09 2.45743e-08 -2.18329e-07 1.31813e-07 3.78683e-08 1.8252e-08 -2.31719e-07 1.89285e-07 6.72972e-09 1.29759e-07 1.96647e-07 -1.50694e-08 -3.67109e-07 -6.16369e-08 3.83324e-09 1.36538e-07 -2.29541e-07 2.39902e-07 1.61311e-07
internal_weight=0 2905 216 196 169 134 112 88 2881 2850 297 2553 271 83 188 62 160 65 95 2518 379 347 2139 109 89 2030 327 72 255 234
internal_count=3121 2905 216 196 169 134 112 88 2881 2850 297 2553 271 83 188 62 160 65 95 2518 379 347 2139 109 89 2030 327 72 255 234
is_linear=0
shrinkage=0.1


Tree=8504
num_leaves=31
num_cat=0
split_feature=401 132 1185 15 1 1 16 133 2 45 52 16 2 2 1429 39 33 4 10 9 4 0 9 3 158 13 11 3 2 2
split_gain=3.93197e-10 4.6179e-10 2.14581e-09 9.87195e-10 4.97217e-10 7.74015e-10 5.51988e-10 9.90646e-10 4.57029e-10 1.77135e-09 1.59527e-09 1.47627e-09 1.76209e-09 1.15784e-09 1.38058e-09 9.91238e-10 2.12327e-09 1.10078e-09 1.18462e-08 9.21683e-09 4.06516e-09 5.34394e-09 2.68654e-09 1.899e-09 1.41199e-09 1.32538e-09 1.17772e-09 1.61255e-09 1.09296e-09 5.93438e-09
threshold=0.13837000000000002 -0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.089625000000000024 0.11507500000000002 -0.095094999999999985 -0.43349999999999994 0.10613000000000002 0.082470000000000016 -0.56176499999999996 0.55700000000000005 0.10527500000000002 0.10327000000000001 0.11181500000000001 -1.0000000180025095e-35 -0.009184999999999997 0.053180000000000012 -0.013164999999999998 0.037245000000000007 0.018150000000000003 -0.10836499999999999 -1.0000000180025095e-35 -0.078084999999999988 0.085030000000000008 -0.15416999999999995 0.085875000000000021 -0.16726499999999997 0.095195000000000016 0.096015000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 -1 -8 9 11 -10 12 13 14 15 -4 -17 19 -19 20 25 -22 -20 24 -24 -18 27 -27 -29 -30
right_child=-2 2 8 -5 5 -7 7 -9 10 -11 -12 -13 -14 -15 -16 16 17 18 22 -21 21 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-3.8163323613052518e-07 -4.3124833972623971e-07 1.0206719994563345e-06 6.6860256310356505e-07 -7.0356215381387432e-07 -7.8976331354039892e-07 7.94810515003519e-08 7.6157535886522967e-07 -8.1293178585254139e-09 -9.458821801899831e-07 8.6512937866700672e-07 -3.9120964393107665e-08 7.151626411783241e-07 -8.8157315913535565e-07 5.5092959456715111e-07 -8.190674545716093e-07 -8.2663939830733101e-07 -7.0233048445642357e-07 2.3289346765912695e-06 -8.3555234553500668e-07 -1.9978182417221631e-06 -1.1172252062475641e-07 2.1184784810115856e-06 2.3203913986112957e-08 4.0477930253265033e-07 -8.3059923343853374e-07 8.843894850737603e-07 -7.39908069763693e-07 2.8734422811911752e-08 -1.6609510248599689e-06 3.2649763165674508e-08
leaf_weight=27 21 21 23 27 21 20 20 102 20 25 649 30 22 40 20 30 27 24 33 23 22 21 86 120 25 21 21 1435 25 120
leaf_count=27 21 21 23 27 21 20 20 102 20 25 649 30 22 40 20 30 27 24 33 23 22 21 86 120 25 21 21 1435 25 120
internal_value=0 2.92306e-09 1.35119e-08 -1.37757e-07 -5.73536e-08 -3.65742e-07 2.75048e-08 1.18052e-07 6.12186e-09 2.81933e-08 -6.62289e-08 1.85423e-08 8.76744e-09 1.80243e-08 7.75637e-09 1.57994e-08 8.41402e-09 2.09211e-08 2.01824e-07 -9.45795e-09 1.75706e-08 9.77445e-07 8.45017e-09 1.29022e-07 -1.69094e-07 -7.4595e-09 4.1074e-09 1.38665e-08 2.29626e-09 -2.5935e-07
internal_weight=0 3100 2883 217 190 41 149 122 2862 2193 669 2168 2138 2116 2076 2056 2033 2003 288 1715 1692 43 264 231 111 1649 1622 1601 1580 145
internal_count=3121 3100 2883 217 190 41 149 122 2862 2193 669 2168 2138 2116 2076 2056 2033 2003 288 1715 1692 43 264 231 111 1649 1622 1601 1580 145
is_linear=0
shrinkage=0.1


Tree=8505
num_leaves=31
num_cat=0
split_feature=10 16 16 0 43 45 11 1 42 1 1 376 3 48 1 1 1 157 15 49 1375 1 49 48 159 15 150 3 9 2
split_gain=4.37236e-10 6.50557e-09 8.79264e-09 1.24758e-09 7.17148e-10 5.96267e-10 4.49297e-09 6.0358e-10 1.63024e-09 1.92538e-09 1.60999e-09 6.80108e-10 8.07526e-10 1.62392e-09 2.91535e-09 8.14543e-09 3.46973e-09 2.04531e-09 1.79785e-09 2.06756e-09 1.86485e-09 2.08985e-09 3.11869e-09 1.77506e-09 3.23432e-09 3.30994e-09 1.2214e-09 9.75709e-10 7.2139e-10 1.15935e-09
threshold=-0.011559999999999999 -0.056919999999999991 -0.084119999999999986 -0.10836499999999999 -0.080084999999999976 0.094030000000000016 -1.0000000180025095e-35 0.13686500000000004 0.093775000000000011 0.14000500000000002 0.13471500000000003 0.092115000000000016 -0.0049599999999999991 0.083985000000000018 0.094220000000000012 0.085605000000000014 0.10325000000000002 -0.028564999999999997 -0.088749999999999982 -0.043469999999999995 -1.0000000180025095e-35 0.089625000000000024 -0.00064499999999999985 -0.072824999999999987 0.083335000000000006 -0.07879499999999999 0.088985000000000009 0.084940000000000015 0.088235000000000022 -0.055814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -2 10 9 -9 11 12 28 14 15 17 -16 -14 20 26 -15 -22 -23 -18 25 -25 -20 -19 29 -8
right_child=5 -3 -4 4 -6 -7 7 8 -10 -11 -12 -13 13 18 16 -17 23 27 19 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=5.5760956456651917e-07 1.5061622286793864e-06 9.375342921656858e-07 -2.4993791112137842e-06 -9.1647235501074227e-09 -8.1743584085340135e-07 -3.9704143751527628e-07 6.9965842341013706e-07 -1.2729114508775161e-06 5.0417237438839788e-07 -1.5541058967849902e-07 8.6297433909976462e-07 -5.2588061147199978e-07 -6.9855864666124039e-07 3.9240802769719657e-07 -1.0133600751162572e-06 2.1498409864761926e-06 -4.3548545249905149e-07 8.650342558960421e-07 1.4036423806373932e-07 -5.4054115523172191e-07 8.4935288152171942e-08 -2.0114761849754361e-06 -2.454960841191678e-07 2.2300102955341572e-07 -4.7290110874850401e-07 1.9819997733794282e-06 1.2322959221256453e-06 9.9674700039366195e-08 -5.4686867929376606e-07 -1.3749393520145025e-08
leaf_weight=20 20 36 20 23 21 36 23 21 23 58 22 24 20 21 28 28 26 31 20 20 22 20 20 23 21 20 21 36 25 2372
leaf_count=20 20 36 20 23 21 36 23 21 23 58 22 24 20 21 28 28 26 31 20 20 22 20 20 23 21 20 21 36 25 2372
internal_value=0 -1.87176e-07 -6.69194e-07 -9.72617e-08 -3.9493e-07 7.48631e-09 1.23979e-08 2.25354e-09 -2.36755e-07 -4.52468e-07 1.08286e-08 4.18299e-09 8.73127e-09 1.44866e-07 3.08026e-07 6.66337e-07 -4.11746e-08 1.88887e-07 -1.19136e-07 2.93027e-07 -4.22052e-07 -6.97917e-07 -1.12849e-06 2.61283e-07 5.44345e-07 1.04114e-06 6.99646e-07 4.53796e-07 -1.24765e-08 -6.8983e-09
internal_weight=0 120 84 64 44 3001 2965 2945 102 79 2843 2821 2797 377 233 115 118 87 144 61 83 62 40 90 64 43 41 67 2420 2395
internal_count=3121 120 84 64 44 3001 2965 2945 102 79 2843 2821 2797 377 233 115 118 87 144 61 83 62 40 90 64 43 41 67 2420 2395
is_linear=0
shrinkage=0.1


Tree=8506
num_leaves=31
num_cat=0
split_feature=33 34 97 33 159 15 12 121 15 142 45 46 147 447 1426 1426 1348 2 16 0 2 160 151 3 15 0 376 43 52 1
split_gain=4.18077e-10 9.40517e-10 4.60978e-09 1.83491e-09 1.15081e-09 8.5248e-10 4.80601e-10 9.26365e-10 7.1198e-10 6.92364e-10 1.06941e-09 2.62461e-09 6.07464e-10 6.34079e-10 6.00959e-10 6.86949e-10 6.34273e-10 5.69423e-10 5.42647e-09 4.79107e-10 1.84627e-09 3.41905e-09 1.64358e-09 2.6555e-09 1.34538e-09 6.18908e-10 6.26808e-10 2.41537e-09 1.23416e-09 1.05204e-09
threshold=0.085305000000000006 -0.057544999999999992 -0.063039999999999985 -1.0000000180025095e-35 0.078675000000000009 -0.091184999999999988 0.23631000000000002 -0.085019999999999984 -0.56020999999999987 -0.057499999999999989 0.083445000000000005 0.10987500000000001 0.099730000000000027 0.09227500000000001 -0.094284999999999994 -0.061919999999999996 0.087660000000000016 -1.0000000180025095e-35 -0.056919999999999991 -0.15599999999999997 0.08647500000000001 0.10648000000000001 -0.0096649999999999982 0.092670000000000016 -0.095869999999999983 -0.15202999999999997 0.083890000000000006 -0.052894999999999991 -0.080979999999999983 0.13927000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -2 7 -5 -9 -10 12 -12 13 14 -11 -16 17 18 -17 20 -19 22 24 -24 -22 -21 29 28 -28 -27
right_child=5 3 -4 6 -6 -7 -8 8 9 10 11 -13 -14 -15 15 16 -18 19 -20 25 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-6.1301579653108671e-07 8.6710155579162847e-08 -9.5853130005707504e-07 1.566886629172421e-06 6.6762972702842189e-07 3.613134491719062e-07 -7.5187467623229835e-07 -4.8604131610563426e-07 -5.7909802300349339e-07 5.6413583164075225e-07 5.2945641755286492e-07 -1.2536333766309905e-06 3.291829568041749e-07 4.8046718314219985e-07 -4.4589642166395226e-07 -4.7118964478916806e-07 1.3333114835243867e-06 5.5741037412883e-07 8.2115916919011568e-07 -7.7534616711160282e-07 -5.1677086278327057e-07 2.5192085961232524e-07 -1.2097552274781265e-06 -2.3108816661402003e-09 1.2947364459768728e-06 -8.1061766340181679e-07 -4.991513627545522e-09 1.2589219005931797e-06 -5.3525101009199714e-07 1.9969350042649904e-07 -4.5548977784662541e-07
leaf_weight=27 27 20 22 21 22 22 20 21 22 22 22 20 27 31 30 26 21 34 23 24 26 20 38 27 22 2364 22 23 22 53
leaf_count=27 27 20 22 21 22 22 20 21 22 22 22 20 27 31 30 26 21 34 23 24 26 20 38 27 22 2364 22 23 22 53
internal_value=0 4.62189e-09 3.64352e-07 -3.88888e-09 -1.75562e-07 -2.89797e-07 2.51596e-09 5.81591e-09 1.08867e-09 5.26267e-09 1.01856e-09 -4.99911e-07 8.38775e-09 3.88063e-09 8.86564e-09 4.73844e-09 9.93984e-09 5.71925e-09 3.43533e-07 -4.68748e-10 1.63537e-07 -4.57654e-09 2.08729e-07 5.36463e-07 -2.35076e-07 -1.13894e-08 -6.50649e-09 2.95205e-07 7.29308e-07 -1.487e-08
internal_weight=0 3072 71 3001 49 49 2981 2961 2940 2919 2897 42 2855 2828 2797 2775 2745 2724 49 2675 167 133 113 65 48 2508 2484 67 44 2417
internal_count=3121 3072 71 3001 49 49 2981 2961 2940 2919 2897 42 2855 2828 2797 2775 2745 2724 49 2675 167 133 113 65 48 2508 2484 67 44 2417
is_linear=0
shrinkage=0.1


Tree=8507
num_leaves=31
num_cat=0
split_feature=1429 1417 156 1428 474 132 1203 1185 50 132 1429 1429 2 51 157 159 52 1375 3 133 3 49 4 160 1375 51 1 1 0 33
split_gain=4.07523e-10 7.01984e-10 6.15423e-10 1.26568e-09 5.72792e-10 4.10195e-10 1.07668e-08 6.49666e-09 2.014e-09 6.34848e-10 4.20938e-10 7.22389e-10 1.82693e-09 4.80232e-10 3.822e-09 2.17943e-09 2.3089e-09 2.00316e-09 5.1151e-09 1.66574e-09 5.37995e-09 2.9534e-09 1.98568e-09 2.62461e-09 1.62046e-09 8.61825e-10 7.88015e-10 4.81965e-09 2.60857e-08 7.19183e-09
threshold=0.12521000000000002 -0.080324999999999994 0.3248100000000001 0.10024500000000001 -0.42010499999999995 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.093975000000000017 -0.037359999999999997 -0.094049999999999981 -0.060529999999999994 0.08734500000000002 -0.085604999999999987 -0.086244999999999988 0.10545500000000001 -0.084699999999999984 -0.15308499999999997 -0.082594999999999988 0.090665000000000009 -0.075634999999999994 0.10969000000000002 -0.50262499999999988 0.08325500000000001 -0.090674999999999992 -0.083899999999999988 0.089175000000000018 0.09253500000000002 -0.091069999999999984 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 8 -7 -6 -9 -11 12 -12 14 -13 19 -17 18 -15 21 -21 22 -16 -24 -19 -26 -27 28 -28 -29
right_child=-2 2 -4 -5 5 7 -8 9 -10 10 11 13 -14 17 15 16 -18 24 -20 20 -22 -23 23 -25 25 26 27 29 -30 -31
leaf_value=-5.6577204749043057e-07 4.4994825884714376e-07 5.1971129442747389e-07 -5.5179551225137405e-07 7.6049219718366991e-07 8.7497512669575499e-09 -1.7263286581096921e-06 2.280233942049866e-06 4.2210497765284218e-07 -1.0273385127913484e-06 -3.7290134342114352e-07 1.0953306787087059e-06 -1.1976189142615112e-06 -2.5630732636727776e-07 1.7746173515898922e-06 9.7547685240699712e-07 -1.4589264454656358e-06 -4.1108502083867881e-09 -8.4142718201316864e-07 -2.6299556266096147e-07 1.576362686461363e-06 -4.8135991287760291e-07 -1.0730884176505621e-06 -1.770141219838349e-07 9.9792188062896132e-07 6.3984183985407332e-07 4.3173792957929809e-08 -3.9637244903190099e-06 1.8859898392520337e-06 -8.1599681932077933e-10 -3.6242475600615747e-08
leaf_weight=22 20 21 20 22 176 22 21 35 21 31 20 30 20 22 23 20 24 23 28 27 24 24 140 22 21 1378 20 20 98 726
leaf_count=22 20 21 20 22 176 22 21 35 21 31 20 30 20 22 23 20 24 23 28 27 24 24 140 22 21 1378 20 20 98 726
internal_value=0 -2.90439e-09 1.1174e-09 4.73239e-09 -7.42324e-10 -4.36617e-09 1.27756e-07 -1.46602e-08 -1.01696e-07 -1.09507e-09 -6.49893e-09 -2.30762e-09 4.19512e-07 -8.62701e-09 -1.20786e-07 -1.45194e-08 -6.65391e-07 7.4094e-09 6.33554e-07 9.56281e-08 6.08023e-07 -2.9406e-08 1.05991e-07 -1.74549e-08 -6.28581e-09 2.20215e-09 -3.77039e-09 -7.8642e-08 -6.72495e-07 1.52919e-08
internal_weight=0 3101 3079 3059 3037 3016 218 2798 197 2776 2741 2710 40 2670 334 304 44 2336 50 260 51 209 185 162 2286 2263 2242 864 118 746
internal_count=3121 3101 3079 3059 3037 3016 218 2798 197 2776 2741 2710 40 2670 334 304 44 2336 50 260 51 209 185 162 2286 2263 2242 864 118 746
is_linear=0
shrinkage=0.1


Tree=8508
num_leaves=31
num_cat=0
split_feature=33 47 47 47 1453 51 129 1184 403 3 474 0 52 3 1 1 52 52 160 1 49 4 151 3 15 123 48 3 39 15
split_gain=4.45566e-10 4.58564e-10 5.74023e-09 3.36626e-09 5.62851e-10 1.05995e-09 5.15156e-10 2.42066e-09 2.15484e-09 5.43251e-10 1.53611e-09 2.10323e-09 2.4869e-09 2.19325e-09 1.09225e-09 1.32711e-09 1.023e-09 2.08973e-09 1.05243e-09 1.17591e-09 2.46954e-09 3.17408e-09 1.55329e-09 9.74431e-10 4.61464e-09 1.22076e-09 1.17318e-09 1.079e-09 3.45403e-09 9.42297e-10
threshold=-0.009184999999999997 0.094160000000000008 0.096475000000000019 0.090100000000000013 -1.0000000180025095e-35 -0.41904999999999998 -0.077709999999999987 0.089075000000000015 0.10057000000000001 0.0051600000000000005 0.091650000000000009 -0.065229999999999996 -0.21968999999999997 0.095270000000000007 0.10254500000000001 0.084885000000000002 -0.078224999999999975 -0.089199999999999988 0.10070500000000002 0.10937500000000001 -0.046019999999999998 0.042705000000000007 -0.039414999999999999 -0.0096849999999999974 -0.040804999999999994 0.086730000000000015 0.085790000000000019 -0.013929999999999998 0.087735000000000021 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 -4 -6 8 9 -2 23 11 12 -11 -13 15 -15 17 -14 19 20 -18 -22 -21 27 25 26 -25 -8 -29 -24
right_child=1 2 4 -5 5 -7 7 -9 -10 10 -12 13 16 14 -16 -17 18 -19 -20 22 21 -23 29 24 -26 -27 -28 28 -30 -31
leaf_value=-3.7723265259339844e-07 -9.5561307773550656e-07 1.7152439676508602e-06 5.1755172535195017e-07 -9.5677321028049211e-07 -7.148527526537475e-07 2.3838331782846764e-08 -1.3594678670357254e-08 1.0538276858989611e-06 4.1845156805006157e-07 -1.0012723775270679e-06 -5.6481791958621241e-07 1.3253966142938394e-06 -1.9908216403007008e-08 5.256146105381276e-07 7.048509401515318e-07 -5.9990286290072125e-07 -4.3658996403905801e-07 1.2720735510031642e-06 -6.4976639619503249e-07 -8.3016293228865846e-07 1.3012491327420623e-07 1.7564915082246557e-06 -1.9528007852740202e-07 7.3967489864289429e-07 -1.6822788609260899e-06 -3.9696266947492573e-07 -2.2873085444271883e-07 1.3502775004781142e-06 -3.4776993129526093e-07 6.4760902800809984e-07
leaf_weight=31 25 21 20 37 21 259 2115 22 21 22 31 27 31 20 33 22 25 21 22 25 30 20 36 29 20 44 22 23 25 21
leaf_count=31 25 21 20 37 21 259 2115 22 21 22 31 27 31 20 33 22 25 21 22 25 30 20 36 29 20 44 22 23 25 21
internal_value=0 3.78283e-09 1.16926e-07 -9.33349e-09 5.04418e-09 -3.15635e-08 3.49787e-09 9.18057e-09 -3.28323e-07 5.53607e-10 1.10256e-07 1.69206e-07 1.46561e-08 5.52551e-07 2.74327e-07 -6.39422e-08 1.11411e-07 5.01854e-07 -2.0134e-09 8.87545e-08 3.74918e-07 7.80672e-07 -1.7298e-07 -1.80351e-08 -3.01682e-07 -1.10301e-08 3.21931e-07 -2.95451e-09 4.65878e-07 1.15258e-07
internal_weight=0 3090 321 2769 300 280 2732 2686 46 2664 386 355 253 102 75 42 231 52 179 157 75 50 82 2278 115 95 51 2163 48 57
internal_count=3121 3090 321 2769 300 280 2732 2686 46 2664 386 355 253 102 75 42 231 52 179 157 75 50 82 2278 115 95 51 2163 48 57
is_linear=0
shrinkage=0.1


Tree=8509
num_leaves=31
num_cat=0
split_feature=447 1348 457 457 16 157 157 456 157 13 4 42 472 157 1429 150 147 157 12 156 0 1429 1 2 123 157 4 3 4 4
split_gain=4.11488e-10 7.23829e-10 5.66384e-10 1.29865e-09 4.61582e-09 7.18696e-10 5.36801e-09 3.77236e-09 1.4615e-09 1.15173e-09 1.55097e-09 3.34324e-09 2.29409e-09 9.95924e-10 2.22295e-09 8.01513e-10 1.0121e-09 7.82322e-10 6.95309e-10 6.67648e-10 2.32905e-09 1.37936e-09 4.56747e-09 4.69307e-09 1.06979e-09 9.36948e-10 6.34723e-10 2.90078e-09 8.4609e-10 1.67026e-09
threshold=0.10419500000000002 0.091105000000000005 0.41022000000000008 0.098180000000000003 -0.010264999999999998 -0.087184999999999985 -0.086244999999999988 0.03981500000000001 -0.083699999999999983 0.10002500000000002 -0.0047449999999999992 0.084695000000000006 -0.043664999999999989 -0.081364999999999979 0.083810000000000009 0.12068000000000002 0.096265000000000003 -0.080299999999999996 0.091545000000000015 -0.065739999999999979 -0.064339999999999994 0.032755000000000006 0.10293500000000001 0.097605000000000011 0.11679000000000002 -0.060134999999999994 -0.50940999999999981 -0.098469999999999988 -0.086849999999999997 -0.08835999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -7 9 -8 10 12 -12 -1 14 -10 16 17 -15 -14 20 25 24 23 -23 26 -19 27 -21 29 -28
right_child=-2 -3 -4 4 -6 6 8 -9 13 -11 11 -13 18 15 -16 -17 -18 19 -20 21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-1.2677660135653111e-06 -4.521357564613027e-07 6.0256480935549919e-07 4.6378186788423102e-07 -1.3818916784202884e-06 4.6846501690494664e-07 -1.6412299849832835e-06 6.359565785787583e-07 1.2639860610111752e-06 -1.2692406110659251e-06 6.758918883323614e-07 -3.996154926308346e-07 1.2610747228853308e-06 -3.4637651508187687e-07 6.1139096162930537e-07 1.6705866123518763e-08 5.011840613633467e-07 -6.6277452837628355e-07 -5.9434465107361102e-07 3.1035826668000614e-07 4.8852470990823353e-07 1.1090483250579078e-06 -1.0926225526317367e-07 6.9115231067229392e-07 -2.076846658899905e-06 6.0577997687530646e-07 2.2705032470517705e-07 5.449469659943338e-08 -9.304478157566659e-07 -2.0612826306179006e-08 6.7904184021750898e-07
leaf_weight=21 20 20 26 28 26 20 36 28 20 22 27 22 38 21 41 32 23 21 28 25 24 27 24 22 29 41 267 34 2057 51
leaf_count=21 20 20 26 28 26 20 36 28 20 22 27 22 38 21 41 32 23 21 28 25 24 27 24 22 29 41 267 34 2057 51
internal_value=0 2.91454e-09 -9.78034e-10 -4.93344e-09 -4.90979e-07 3.81247e-09 -8.76685e-09 1.94193e-07 2.91447e-09 4.6094e-09 -1.0398e-07 3.46001e-07 -3.57418e-07 -5.3456e-09 -4.04916e-07 3.68842e-09 -2.28302e-09 3.46473e-09 -6.77618e-08 -1.40424e-09 2.72616e-07 -1.06967e-08 -4.39083e-07 -9.92667e-07 2.00006e-09 -5.11641e-08 -5.1937e-09 -3.29188e-07 2.855e-09 1.54658e-07
internal_weight=0 3101 3081 3055 54 3001 2815 186 2795 158 136 49 87 2759 61 2698 2666 2643 66 2622 86 2536 73 49 2463 62 2434 59 2375 318
internal_count=3121 3101 3081 3055 54 3001 2815 186 2795 158 136 49 87 2759 61 2698 2666 2643 66 2622 86 2536 73 49 2463 62 2434 59 2375 318
is_linear=0
shrinkage=0.1


Tree=8510
num_leaves=31
num_cat=0
split_feature=1348 448 482 120 43 42 4 131 43 40 148 11 33 47 47 9 12 47 403 132 1 132 394 133 133 2 15 12 1 13
split_gain=4.07482e-10 8.99064e-10 5.0446e-10 1.78147e-09 1.58615e-09 1.40633e-09 2.6335e-09 1.03645e-09 8.14262e-10 7.78804e-10 7.37976e-10 6.7599e-10 1.19586e-09 5.88634e-10 4.64084e-09 3.2398e-09 4.62561e-09 1.29975e-09 6.30831e-10 6.08534e-10 1.37285e-08 6.41431e-09 2.46454e-09 7.43301e-10 1.20173e-09 1.19659e-09 1.23482e-09 1.0621e-09 6.45014e-10 1.51655e-09
threshold=0.095915000000000014 0.056825000000000007 0.090355000000000005 1.0000000180025095e-35 -0.089499999999999982 0.096450000000000022 -0.023539999999999995 0.090495000000000006 -0.079584999999999975 -0.24290999999999999 -0.088884999999999978 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.096475000000000019 0.09055500000000001 0.095330000000000012 0.09055500000000001 -0.082179999999999989 -0.083284999999999984 0.089475000000000013 -0.069704999999999989 0.0041850000000000004 -0.22627999999999995 -0.16271999999999995 0.084145000000000011 0.089595000000000022 0.092255000000000018 0.13707500000000003 -0.085584999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -4 6 -6 8 -8 -1 -11 -12 -13 15 -15 17 -17 19 -16 20 22 -21 -14 25 -25 -23 27 -27 -26 -30
right_child=-2 -3 4 -5 5 -7 7 -9 -10 10 11 12 13 14 18 16 -18 -19 -20 21 -22 23 -24 24 28 26 -28 -29 29 -31
leaf_value=6.1997421994419712e-07 -4.2885043505045613e-07 6.5513778996059302e-07 8.6990573933050007e-07 -6.8230100691397847e-07 1.1232067777200428e-06 -5.7365419413220784e-07 -6.8064832754138097e-07 5.0163654918833345e-07 6.3309470342867448e-08 -5.7038668244232499e-07 5.3828057362923318e-07 -6.6837648007465224e-07 -2.8466788180544663e-09 1.5668136443634596e-06 5.6420591704409157e-07 -1.983466555088853e-06 1.672565718280339e-07 6.8917030438974004e-07 -1.9359355506193211e-08 -1.805548586588657e-06 2.5088204960287511e-06 8.8605189257182448e-07 -1.1662408687874132e-06 -7.5537774403177205e-07 -2.1557509501036855e-08 2.4908371308791833e-09 -5.9401332350716986e-07 8.2012021304459877e-07 9.686229875879607e-07 -1.0324693295332868e-07
leaf_weight=20 22 21 27 39 24 30 28 23 31 23 23 27 137 21 20 20 20 27 251 20 22 23 21 22 2032 47 21 24 22 33
leaf_count=20 22 21 27 39 24 30 28 23 31 23 23 27 137 21 20 20 20 27 251 20 22 23 21 22 2032 47 21 24 22 33
internal_value=0 3.04537e-09 -1.40361e-09 -1.09767e-08 1.69797e-07 3.08045e-08 2.01878e-07 -6.77795e-08 -2.89755e-07 -1.87324e-09 -6.22791e-09 -1.64773e-09 -6.06707e-09 3.58493e-10 1.34685e-07 -1.53875e-08 -9.08105e-07 -8.18491e-10 2.37082e-08 -8.50401e-09 1.68406e-07 -2.26946e-08 -1.57475e-07 -6.66176e-09 -2.01615e-08 2.40912e-07 7.96269e-08 2.78873e-07 -1.24113e-08 3.25501e-07
internal_weight=0 3099 3078 2915 163 136 106 82 59 2876 2856 2833 2810 2783 292 2491 40 2451 271 2424 180 2244 158 2224 2109 115 92 71 2087 55
internal_count=3121 3099 3078 2915 163 136 106 82 59 2876 2856 2833 2810 2783 292 2491 40 2451 271 2424 180 2244 158 2224 2109 115 92 71 2087 55
is_linear=0
shrinkage=0.1


Tree=8511
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1429 142 11 34 43 34 10 9 2 16 147 148 0 147 148 148 132 475 2 1429 0 0 12 4 4
split_gain=4.44454e-10 2.54814e-09 1.56853e-09 4.5103e-10 1.39663e-09 5.07209e-10 4.14012e-10 1.00988e-09 5.72493e-10 1.01931e-09 7.59508e-10 2.14035e-09 1.78062e-09 2.0199e-09 4.70409e-09 6.72501e-10 5.16443e-10 1.83864e-09 1.08316e-09 4.58593e-10 6.70347e-10 4.29294e-10 4.42839e-10 1.44009e-09 8.7221e-10 8.33017e-10 2.15817e-09 1.48492e-09 5.93673e-10 2.90073e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 -0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.074974999999999986 -0.057544999999999992 -0.010699999999999999 0.091600000000000015 -1.0000000180025095e-35 -0.056919999999999991 0.099730000000000027 -0.10069499999999999 -0.26609999999999995 0.091170000000000015 -0.083779999999999979 -0.078369999999999981 -0.037359999999999997 0.051590000000000004 0.10467500000000002 0.12387000000000002 0.12358500000000001 0.062580000000000011 0.096295000000000019 -0.086849999999999997 -0.08835999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -7 -8 9 -9 11 -10 13 14 -12 16 -15 -18 19 -19 -21 -22 24 -24 25 26 28 -27 29 -23
right_child=1 3 -4 4 -6 6 7 8 10 -11 12 -13 -14 15 -16 -17 17 18 -20 20 21 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-3.7451654020077724e-08 1.1079985830249261e-06 -4.7078911705966672e-07 -8.5070144248473102e-07 -4.8974768695924949e-07 8.3847772884837475e-07 4.2607039247082697e-07 -6.7479364945070721e-07 3.2556161408314024e-08 -2.1983912246853903e-07 -8.8312100217535765e-07 -2.9694369677220799e-07 1.104472704582804e-06 -6.6626927482852465e-07 4.1672012704613489e-07 1.727471924988839e-06 4.6570099481956986e-07 -9.3950160200100591e-07 4.0395357835357704e-07 7.152843108672512e-07 -5.730020499565096e-07 3.58274217759913e-07 -3.1129501748210359e-09 6.1395443242855235e-07 -4.2974084067282094e-07 -6.5880659319429383e-07 -3.8861872872438595e-08 -9.6571982055593253e-07 8.6164659194309936e-07 -3.2063056595901474e-08 9.3590134925211484e-07
leaf_weight=195 21 20 27 21 20 23 22 31 26 20 24 23 39 29 22 31 21 27 21 21 32 245 39 20 21 47 24 30 1941 38
leaf_count=195 21 20 27 21 20 23 22 31 26 20 24 23 39 29 22 31 21 27 21 21 32 245 39 20 21 47 24 30 1941 38
internal_value=0 1.04509e-08 -1.3636e-07 2.44237e-09 5.75399e-09 -1.1439e-10 3.5357e-09 5.74248e-11 5.41339e-09 -3.26533e-07 1.16351e-08 4.01777e-07 4.48055e-09 1.44157e-08 6.71255e-07 2.7363e-09 -2.87869e-09 -7.69403e-09 1.14412e-10 -5.92928e-09 -1.04317e-08 -5.5839e-09 -1.04253e-08 2.60159e-07 -1.72302e-08 -1.14354e-08 -2.25134e-08 3.11986e-07 -1.23349e-08 1.22974e-07
internal_weight=0 2899 222 2878 2858 2838 2817 2794 2772 51 2721 49 2672 2633 46 2587 2556 2527 2506 2485 2458 2437 2405 59 2346 2325 2248 77 2224 283
internal_count=3121 2899 222 2878 2858 2838 2817 2794 2772 51 2721 49 2672 2633 46 2587 2556 2527 2506 2485 2458 2437 2405 59 2346 2325 2248 77 2224 283
is_linear=0
shrinkage=0.1


Tree=8512
num_leaves=31
num_cat=0
split_feature=448 0 12 130 154 157 1429 471 11 157 156 156 156 156 156 3 43 1 156 1429 156 1371 1374 150 150 1373 1374 150 15 131
split_gain=4.34077e-10 1.06149e-09 4.18248e-10 6.48548e-10 4.64607e-10 1.24652e-09 1.07769e-09 5.92348e-10 6.37106e-10 3.24905e-09 1.57561e-09 6.81248e-10 3.14725e-09 1.49727e-09 1.39166e-09 1.19536e-09 1.85289e-09 1.28939e-09 7.04193e-10 1.90026e-09 1.52017e-09 1.97826e-09 2.53007e-09 1.08331e-09 3.35436e-09 1.24962e-09 2.29091e-09 1.77328e-09 1.82003e-09 1.62878e-09
threshold=0.068920000000000023 -0.26609999999999995 0.23631000000000002 -0.22461999999999996 0.085530000000000009 0.63604500000000008 0.11475 0.094575000000000006 0.088215000000000002 -0.027269999999999996 0.12794000000000003 0.09747500000000002 0.092385000000000009 0.091155000000000014 0.089950000000000016 -0.079594999999999985 -0.08076499999999999 0.083835000000000007 0.087720000000000006 0.084770000000000012 0.087400000000000019 0.084775000000000017 0.088035000000000016 0.11792500000000002 0.12820000000000001 0.075690000000000021 -0.035729999999999991 0.098740000000000008 -0.083359999999999976 0.088845000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 10 -10 11 12 13 14 18 16 -13 -17 20 -20 21 22 23 25 -25 26 -5 -28 -29 -27
right_child=-2 2 -4 4 -6 -7 -8 -9 9 -11 -12 15 -14 -15 -16 17 -18 -19 19 -21 -22 -23 -24 24 -26 29 27 28 -30 -31
leaf_value=6.9514602810985797e-07 -4.6437857008641005e-07 4.8918265873280865e-07 -4.2678929678854533e-07 1.0328498871915924e-06 4.6562793158955175e-07 -7.9321391524445059e-07 5.3523178342009093e-07 -5.026097015322269e-07 1.3816259183840886e-06 -6.8313174097892557e-08 -7.3285936776320198e-07 4.2781950853054697e-07 -1.0511585503389472e-06 8.178212169696053e-07 -8.2139875728227619e-07 1.0171700522627297e-06 -7.4452851164936045e-07 1.5647370623167698e-07 7.7170324776393751e-07 -4.1929144972960962e-07 -8.0401555446011723e-07 -9.2757020460656203e-07 8.739194596053109e-07 1.3230428175634386e-06 -4.0413128048881355e-07 -1.2103866237112016e-06 -3.9066466065944812e-09 -1.3473815482711871e-06 -8.8772298391227702e-08 3.6507111644823455e-08
leaf_weight=22 20 27 23 21 21 20 37 24 20 68 30 28 29 22 21 28 26 46 37 21 24 23 33 23 22 20 2316 20 27 22
leaf_count=22 20 27 23 21 21 20 37 24 20 68 30 28 29 22 21 28 26 46 37 21 24 23 33 23 22 20 2316 20 27 22
internal_value=0 2.99548e-09 -1.95006e-09 1.24736e-09 -3.10202e-09 -6.3744e-09 -1.10774e-09 -7.83243e-09 -3.77549e-09 2.61218e-07 -1.19895e-08 -4.2906e-09 -1.50511e-08 -3.72114e-09 -1.05934e-08 2.21092e-07 -1.36644e-07 4.82143e-07 -4.06713e-09 3.40481e-07 -1.19008e-08 -4.37779e-09 4.10201e-09 -7.51433e-09 4.78647e-07 -1.65322e-08 -7.00605e-09 -1.62473e-08 -6.24351e-07 -5.57252e-07
internal_weight=0 3101 3079 3056 3029 3008 2988 2951 2927 88 2839 2809 2681 2652 2630 128 54 74 2609 58 2551 2527 2504 2471 45 2426 2384 2363 47 42
internal_count=3121 3101 3079 3056 3029 3008 2988 2951 2927 88 2839 2809 2681 2652 2630 128 54 74 2609 58 2551 2527 2504 2471 45 2426 2384 2363 47 42
is_linear=0
shrinkage=0.1


Tree=8513
num_leaves=31
num_cat=0
split_feature=447 1348 47 47 47 47 16 1 9 3 124 393 2 3 51 2 2 52 156 4 51 4 13 3 124 2 13 0 0 50
split_gain=3.95936e-10 6.17794e-10 3.84852e-10 4.90668e-09 4.09275e-09 6.33834e-10 5.92385e-10 1.6836e-09 5.71887e-10 1.29178e-09 5.4493e-10 5.15152e-10 1.71025e-09 5.57544e-10 1.80687e-09 1.78796e-09 3.33672e-09 2.42256e-09 2.26939e-09 3.68732e-09 1.50988e-09 2.35595e-09 3.42767e-09 1.13565e-09 3.30195e-09 1.08493e-09 1.02121e-09 1.31278e-09 2.41909e-09 3.33512e-09
threshold=0.10419500000000002 0.091105000000000005 0.094460000000000002 0.096770000000000009 0.091680000000000011 0.089640000000000011 -0.54656499999999986 0.10439500000000002 0.089995000000000006 -0.014944999999999998 0.10545000000000002 0.10856500000000001 0.087955000000000019 0.0051600000000000005 -0.22258499999999998 0.11411 0.10672500000000001 -0.07167999999999998 0.092385000000000009 -0.50690499999999983 0.093135000000000009 -0.00027999999999999998 -0.0093149999999999986 -0.0087149999999999988 -0.0066649999999999991 0.087815000000000018 -0.15416999999999995 -0.092404999999999973 -0.095504999999999993 0.089915000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 10 -10 11 13 -13 23 -15 16 18 -17 19 -16 21 25 -23 26 -25 -21 -8 28 -28 -30
right_child=-2 -3 3 -5 -6 -7 8 -9 9 -11 -12 12 -14 14 15 17 -18 -19 -20 20 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=1.0103015372446106e-07 -4.4350659010206074e-07 5.568520873566741e-07 -1.5822687747199133e-06 6.7513084655368814e-10 1.3696247207726424e-06 -4.9116950957721451e-07 -5.9756103986540533e-07 -1.0256381436929155e-06 7.6694563288034109e-07 -2.4189819621318007e-07 4.7952247896887454e-07 8.5526381991695851e-07 -3.3251343051109545e-07 1.0133324373046413e-06 1.4789163094519608e-06 -1.185276750734572e-06 1.1024133992047306e-06 -2.6963598456642926e-08 -6.8812744372713591e-07 -8.5855246908295161e-07 -7.3759783225051996e-07 -1.4914265126332217e-07 1.6369847582522891e-06 -1.1892396461026809e-08 -1.348246245925111e-06 1.0578337139577343e-07 6.2266618751318914e-08 -3.3710137575634475e-08 1.4997655775535652e-06 -8.1797377996887613e-08
leaf_weight=36 20 20 21 290 22 26 29 21 30 22 24 27 22 21 20 23 36 84 34 20 22 22 21 71 25 28 264 1766 30 24
leaf_count=36 20 20 21 290 22 26 29 21 30 22 24 27 22 21 20 23 36 84 34 20 22 22 21 71 25 28 264 1766 30 24
internal_value=0 2.86209e-09 -7.34082e-10 -1.06212e-07 1.11084e-08 2.32316e-10 4.92609e-09 -3.14058e-07 1.17486e-08 3.40127e-07 5.21375e-09 8.1691e-10 3.21976e-07 -5.37868e-09 1.15655e-07 5.48447e-08 2.29203e-07 -2.75947e-07 4.09657e-08 2.2735e-07 5.83429e-09 1.85565e-07 7.23152e-07 -2.35146e-08 -3.59901e-07 -2.96023e-07 -8.2315e-09 -3.06552e-11 1.87007e-07 7.96849e-07
internal_weight=0 3101 3081 311 2770 2748 2722 57 2665 52 2613 2589 49 2540 331 310 203 107 167 133 113 91 43 2209 96 48 2113 2084 318 54
internal_count=3121 3101 3081 311 2770 2748 2722 57 2665 52 2613 2589 49 2540 331 310 203 107 167 133 113 91 43 2209 96 48 2113 2084 318 54
is_linear=0
shrinkage=0.1


Tree=8514
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1348 448 49 447 97 374 120 4 11 9 33 4 124 4 15 12 14 48 131 131 151 2 1375 3 150 12 0
split_gain=3.90301e-10 2.02991e-09 1.29808e-09 3.83309e-10 7.82024e-10 4.84336e-10 6.85251e-10 4.56445e-10 8.97616e-10 7.08756e-10 7.8974e-10 7.07237e-10 9.5589e-10 1.61856e-09 6.4494e-10 1.383e-09 1.28818e-09 7.54237e-10 9.35142e-10 1.51497e-09 8.96276e-10 8.64385e-10 6.89332e-10 6.40432e-10 1.89916e-09 4.99969e-09 3.52611e-09 1.83568e-09 3.86956e-09 1.83279e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.095915000000000014 0.056825000000000007 0.41663000000000006 0.091515000000000013 -0.086464999999999986 0.08987500000000001 1.0000000180025095e-35 0.63113500000000011 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 0.50996500000000011 -1.0000000180025095e-35 0.50500500000000004 -0.15914499999999995 0.086095000000000019 -0.23960999999999996 0.086565000000000017 0.13695500000000002 0.12193000000000001 -0.085134999999999975 0.087015000000000023 -0.15308499999999997 -0.086274999999999977 0.084335000000000007 0.084100000000000022 -0.082619999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -3 9 10 11 -9 13 -13 16 -16 17 18 19 -15 -21 22 23 24 26 -26 -19 29 -29 -27
right_child=1 3 -4 -5 -6 -7 -8 8 -10 -11 -12 12 -14 14 15 -17 -18 21 -20 20 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-3.7818332708857622e-08 9.8938332073538771e-07 -4.4175545151179194e-07 -7.7764150592816745e-07 -4.2303908267220843e-07 6.1375414448082762e-07 3.9436182826266895e-07 -4.9531428609433151e-07 5.5239343697868877e-07 5.4959189460153837e-07 -4.7583350971264388e-07 6.1591152072672967e-07 7.8748738095905193e-07 -5.2366718705343374e-07 1.3366074934030902e-07 1.9634028833235917e-07 -7.5270696171133643e-07 6.7686545191593597e-07 -1.0855366603360987e-06 1.6372674067229929e-07 -1.2814804607201455e-06 -3.886852719796994e-07 5.7975292800340239e-07 -5.4478611905719654e-07 -1.1682053504401331e-08 1.8405046060365749e-06 7.7687772104097892e-07 3.2704730341360716e-07 -1.1525838567018179e-06 4.8491819869365916e-07 -3.4374690358163209e-07
leaf_weight=195 21 23 27 21 21 31 28 23 30 31 21 26 35 26 28 34 28 30 34 22 23 26 23 2119 20 54 43 27 31 20
leaf_count=195 21 23 27 21 21 31 28 23 30 31 21 26 35 26 28 34 28 30 34 22 23 26 23 2119 20 54 43 27 31 20
internal_value=0 9.78035e-09 -1.27797e-07 2.63245e-09 5.76129e-09 1.25922e-09 -3.08522e-09 1.87783e-09 5.58283e-09 -4.08457e-10 5.06432e-09 2.63496e-10 -4.53038e-09 2.42057e-09 -5.4665e-09 -3.24105e-07 2.35439e-09 -5.20618e-09 -2.67528e-07 -4.74044e-07 -8.25163e-07 6.30397e-09 4.99921e-12 5.35065e-09 1.65761e-07 3.671e-07 -2.53467e-07 1.43857e-07 -2.77367e-07 4.74006e-07
internal_weight=0 2899 222 2878 2857 2836 2805 2777 2754 2724 2693 2672 2649 2614 2588 62 2526 2498 105 71 45 2393 2367 2344 225 152 73 132 58 74
internal_count=3121 2899 222 2878 2857 2836 2805 2777 2754 2724 2693 2672 2649 2614 2588 62 2526 2498 105 71 45 2393 2367 2344 225 152 73 132 58 74
is_linear=0
shrinkage=0.1


Tree=8515
num_leaves=31
num_cat=0
split_feature=448 0 46 97 34 104 34 33 12 4 2 16 8 1447 1456 1446 1447 403 1447 403 1210 3 1208 403 1447 1447 479 0 0 0
split_gain=4.1702e-10 8.62875e-10 4.34856e-10 4.40002e-10 8.84086e-10 8.37405e-10 1.04341e-09 1.65384e-09 4.56629e-10 9.04671e-10 4.34582e-10 4.5045e-09 3.36451e-09 4.92223e-10 1.43524e-09 1.0278e-09 8.83695e-10 2.11397e-09 1.67854e-09 8.13257e-10 7.78793e-10 5.08171e-09 8.68737e-10 3.3326e-09 6.83713e-10 6.45811e-10 1.04207e-09 6.60094e-10 4.19486e-09 3.90102e-09
threshold=0.068920000000000023 -0.26609999999999995 0.084955000000000017 -0.086464999999999986 -0.08786999999999999 0.083745000000000014 -0.057544999999999992 -1.0000000180025095e-35 0.23631000000000002 0.63113500000000011 -1.0000000180025095e-35 -0.056919999999999991 0.088180000000000022 -0.086849999999999997 0.085275000000000004 0.037915000000000011 -0.086279999999999982 -0.55327499999999985 -0.085644999999999985 -0.54856499999999986 -0.13847499999999999 -0.082284999999999983 0.11846000000000001 -0.53255499999999989 -0.084334999999999979 -0.082824999999999982 0.10713500000000002 -0.082394999999999982 -0.082619999999999985 -0.081784999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -8 9 10 11 12 -9 14 15 -12 -15 -18 -19 -20 21 -21 23 -22 -25 -26 27 28 -27 -29
right_child=-2 2 -4 4 5 -7 7 8 -10 -11 13 -13 -14 16 -16 -17 17 18 19 20 22 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=6.2699112442549618e-07 -4.5515411102314833e-07 -4.414419221199711e-07 3.3467580890014929e-07 4.7690227937006345e-07 6.2666101209393118e-07 -6.3775462511863512e-07 -9.1587672045534419e-07 1.8374663957843042e-06 -4.795884819941421e-07 6.3869991587301402e-07 4.4478695227686178e-07 -7.5132742593992861e-07 3.2056965437732287e-09 -6.3538942492374666e-07 8.8028982598113235e-07 -4.2687915388048553e-07 7.9504943206742951e-07 -9.131039772249833e-07 -5.9500115151915154e-07 1.6013261119951496e-06 -1.2211463725812477e-06 -5.0175877214436941e-07 6.2297171168557681e-07 5.4307928113349711e-07 -4.4338351979636825e-07 -4.2017139609656053e-08 5.9579273446226059e-07 7.6077975092760305e-07 -1.3765066533425833e-06 -9.4646916708282664e-09
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internal_value=0 2.94523e-09 -1.51369e-09 -5.71468e-09 -2.39403e-09 -8.50586e-09 -4.04008e-09 -9.63103e-09 -3.40895e-09 -1.17004e-10 -5.01215e-09 2.46681e-07 9.20336e-07 -1.10262e-08 2.35045e-07 -4.65158e-08 -1.816e-08 -1.2906e-08 -2.25894e-08 -1.55298e-08 -1.02318e-08 3.93171e-07 -1.75863e-08 -2.28471e-08 -1.19706e-08 -1.68317e-08 -1.08046e-08 -1.77399e-08 -6.6749e-08 3.72572e-08
internal_weight=0 3101 3079 3041 3018 2980 2959 2933 2913 2893 2871 67 40 2804 79 55 2725 2702 2670 2649 2625 47 2578 2557 2534 2512 2477 2449 1295 1154
internal_count=3121 3101 3079 3041 3018 2980 2959 2933 2913 2893 2871 67 40 2804 79 55 2725 2702 2670 2649 2625 47 2578 2557 2534 2512 2477 2449 1295 1154
is_linear=0
shrinkage=0.1


Tree=8516
num_leaves=31
num_cat=0
split_feature=484 2 3 481 160 4 52 133 480 160 1447 13 483 403 48 1 160 52 13 50 160 2 12 160 160 160 52 484 130 52
split_gain=4.01297e-10 9.39301e-10 1.05267e-09 4.38419e-10 9.38728e-10 3.75007e-09 6.37939e-10 3.83935e-09 9.24274e-09 5.48785e-09 1.27378e-09 3.31473e-09 1.70874e-09 1.63891e-09 1.25638e-09 1.18005e-09 1.80094e-09 1.7754e-09 1.05736e-09 1.40078e-09 5.91546e-10 2.39901e-09 2.30543e-09 1.75321e-09 8.81245e-10 7.28208e-10 5.72818e-10 8.30535e-10 3.56809e-09 3.28636e-09
threshold=-0.23687999999999995 0.09358000000000001 -0.084144999999999984 -0.16223499999999996 -0.55045999999999984 -0.081609999999999988 0.26391000000000003 0.085265000000000021 0.10344000000000002 -0.50449999999999984 -0.086359999999999978 -0.081659999999999996 0.087520000000000014 -0.57146499999999989 0.08975000000000001 0.10254500000000001 -0.072114999999999985 0.51307000000000014 -0.077799999999999994 0.10944000000000002 0.11205000000000002 0.10912000000000001 0.089005000000000015 0.10580000000000002 0.10285000000000001 0.096860000000000016 0.17829500000000004 0.10126500000000001 -0.23123999999999997 -0.023194999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 10 8 14 -9 11 12 -6 -12 15 16 17 -8 19 -11 23 22 -22 24 25 26 27 28 -15 -29
right_child=3 -3 -4 4 6 -7 7 9 -10 18 13 -13 -14 20 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=3.8907412809001993e-07 -3.7456448751527207e-07 5.877353584681164e-07 -4.6347543180521219e-07 -4.9848249002183289e-07 -4.5409372173565998e-07 1.2544584946611465e-06 8.6839127770114532e-08 1.7782383240825896e-06 -2.4615467722810539e-06 -9.9146121669946316e-07 -9.0825163276520029e-07 1.513957371628294e-06 7.2419103048559928e-07 1.273741117364063e-06 -7.2872820977565311e-07 -4.9016244222887487e-07 -5.1425317252551391e-07 1.2619416577308585e-06 3.6794720000271455e-07 1.7790925615675709e-07 6.1883544543414488e-07 1.211046591720333e-06 -7.8222154561065826e-07 -8.0880398037926941e-07 6.0439737315694704e-07 -4.6409596333272502e-07 4.3618429648025392e-07 1.7779928444660872e-07 -5.8069555793582631e-09 -1.3156549143737405e-06
leaf_weight=28 32 38 30 23 32 26 36 21 20 20 20 20 20 22 32 37 25 20 33 21 23 20 24 27 24 34 30 41 2319 23
leaf_count=28 32 38 30 23 32 26 36 21 20 20 20 20 20 22 32 37 25 20 33 21 23 20 24 27 24 34 30 41 2319 23
internal_value=0 2.01289e-07 -5.18998e-08 -6.3845e-09 -2.44806e-09 4.31649e-07 -9.67319e-09 -1.57681e-07 -4.42221e-07 3.51496e-07 4.96736e-09 4.19888e-07 -9.07279e-10 -6.49192e-09 -1.72977e-07 -2.22652e-08 1.91466e-07 5.06519e-07 -5.33902e-08 -3.92515e-07 4.79555e-10 2.93744e-07 -9.65979e-08 -7.31755e-09 1.36281e-09 -4.49901e-09 1.91836e-09 -3.49868e-09 6.21784e-09 -3.58911e-07
internal_weight=0 96 58 3025 2993 49 2944 265 170 95 2679 72 52 2607 150 118 81 56 74 41 2587 67 47 2520 2493 2469 2435 2405 2341 64
internal_count=3121 96 58 3025 2993 49 2944 265 170 95 2679 72 52 2607 150 118 81 56 74 41 2587 67 47 2520 2493 2469 2435 2405 2341 64
is_linear=0
shrinkage=0.1


Tree=8517
num_leaves=31
num_cat=0
split_feature=130 10 2 40 12 13 483 12 52 2 16 12 43 132 1203 52 12 105 34 10 4 34 9 2 129 129 1212 12 12 43
split_gain=5.59395e-10 1.07908e-09 1.69251e-09 9.31446e-10 5.35783e-10 8.79379e-10 6.19926e-10 4.86044e-10 1.44655e-09 3.18316e-09 1.19408e-09 1.14399e-09 1.36979e-09 5.78378e-10 1.87957e-09 2.13004e-09 1.55992e-09 5.49327e-10 1.24941e-09 1.34094e-09 1.48636e-08 1.1482e-09 1.2294e-09 1.77835e-09 5.83899e-10 1.18295e-09 9.33274e-10 9.28186e-10 1.83976e-09 2.0128e-09
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 0.13597000000000004 0.097995000000000013 -0.47181499999999993 0.11351500000000002 0.10263500000000002 0.10527500000000002 -0.072804999999999981 0.10911500000000002 -0.036954999999999995 -0.083449999999999983 0.089165000000000008 0.087555000000000008 0.091930000000000012 0.079510000000000011 -0.08786999999999999 -0.011559999999999999 0.053180000000000012 -0.057544999999999992 0.088235000000000022 -1.0000000180025095e-35 0.11234000000000001 0.10532000000000001 0.13713500000000003 0.09320500000000001 0.09364500000000002 -0.077824999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 -5 11 9 10 -9 13 -13 16 17 -16 -8 18 -15 20 -20 -21 23 -23 25 26 27 -25 -29 -30
right_child=1 3 -4 4 5 -7 7 8 -10 -11 -12 12 -14 14 15 -17 -18 -19 19 21 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-5.2716700508881327e-07 -1.1399734354372846e-07 -6.6713121213979323e-07 1.1713851381500718e-06 4.5617530461107705e-07 -6.0527215595129752e-08 8.3730204053722451e-07 -5.2597700008627185e-08 -9.8249808979744559e-07 -8.8310736259700204e-07 7.9440527579502104e-07 -6.0120622924486611e-08 -7.3251166678228008e-08 9.9608280402208042e-07 7.4487237627222804e-07 1.1916398347823686e-06 -6.5331707988801872e-08 -8.8628532668937832e-07 -5.1903458069903406e-07 -2.3193002512892729e-06 5.9344907814562482e-07 1.1317823808536351e-06 7.5109910631732833e-07 -6.3520942035211196e-07 1.712905098159545e-08 5.1382150212069587e-07 -6.5058055269148481e-07 5.1214434347791807e-07 -9.7351530712330727e-07 2.177223123863333e-07 -2.3225703751322911e-07
leaf_weight=20 21 21 20 29 24 20 133 25 25 31 32 23 25 22 28 26 27 21 24 32 26 31 31 1830 21 29 34 25 144 321
leaf_count=20 21 21 20 29 24 20 133 25 25 31 32 23 25 22 28 26 27 21 24 32 26 31 31 1830 21 29 34 25 144 321
internal_value=0 3.40022e-09 5.13019e-07 -3.428e-09 1.1583e-09 3.47577e-07 -3.93099e-09 -8.42966e-09 -2.11836e-07 -2.11335e-08 -4.64672e-07 -3.73275e-10 4.83694e-07 -8.65677e-09 2.51151e-09 5.86431e-07 -1.93282e-07 -9.65818e-09 -5.49596e-09 -1.19748e-08 -5.24737e-07 -1.71135e-09 -9.43443e-09 -1.46769e-09 -1.11722e-08 -1.57986e-08 -7.97847e-09 -1.5601e-08 -1.37838e-07 -9.29086e-08
internal_weight=0 3101 41 3060 3039 44 2995 2966 113 88 57 2853 48 2805 2645 54 160 2591 2570 2548 50 2498 2466 2435 2404 2383 2354 2320 490 465
internal_count=3121 3101 41 3060 3039 44 2995 2966 113 88 57 2853 48 2805 2645 54 160 2591 2570 2548 50 2498 2466 2435 2404 2383 2354 2320 490 465
is_linear=0
shrinkage=0.1


Tree=8518
num_leaves=31
num_cat=0
split_feature=130 12 132 50 1185 1203 132 52 2 16 15 403 403 15 142 11 147 447 447 9 9 41 12 2 1 2 16 43 2 401
split_gain=4.53128e-10 9.76007e-10 4.19827e-10 1.02829e-08 6.74782e-09 1.82853e-09 5.74499e-10 5.16751e-10 7.46047e-10 6.27124e-10 1.11636e-09 3.95734e-10 7.11677e-10 4.03209e-10 3.8004e-10 7.5568e-10 6.35999e-10 5.65807e-10 8.28161e-10 5.53112e-10 1.0614e-09 7.81878e-10 1.90402e-09 9.42475e-10 5.93456e-10 1.61285e-09 7.38004e-09 1.11292e-09 4.80769e-10 8.28552e-10
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.050879999999999988 0.090645000000000017 0.095040000000000013 -0.097644999999999996 -0.099734999999999976 -0.020569999999999995 -0.085804999999999979 0.084370000000000014 -0.057499999999999989 -0.014494999999999999 0.099730000000000027 0.09227500000000001 0.089635000000000006 0.092410000000000006 0.088235000000000022 0.086565000000000017 0.08486500000000001 -0.045829999999999989 0.13820500000000002 -0.0050599999999999994 -0.056919999999999991 -0.063379999999999978 0.14838000000000004 0.13699500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 7 -6 9 -9 -2 -11 12 13 -12 -8 -16 17 18 19 20 21 23 -23 -17 25 26 -25 -26 29 -27
right_child=1 -3 4 -5 6 -7 14 8 -10 10 11 -13 -14 -15 15 16 -18 -19 -20 -21 -22 22 -24 24 27 28 -28 -29 -30 -31
leaf_value=-4.7445033089843498e-07 4.365449911603037e-07 6.6676517023593498e-07 -1.756481947784943e-06 2.235828603824346e-06 4.6953971902369706e-07 -9.9798536510320459e-07 4.0213200038677945e-07 7.5882152231088193e-07 -1.049188654178579e-07 -8.3007255262773915e-07 -2.5653271855219374e-07 2.4292530300483251e-07 -6.5106298680326473e-07 3.7084999435353985e-07 -5.8979674897521117e-07 -5.0131508784873481e-07 4.3499088840028643e-07 -4.3145027260130344e-07 6.3932028780300245e-07 4.003115689653042e-07 -6.8799971042766559e-07 1.1133980913024559e-06 -1.198415662334047e-07 1.8565391485481087e-06 -7.6804639426317689e-07 -8.5020799825995375e-09 -6.7672428026130744e-07 -1.7534117825063379e-08 3.122994226971613e-07 -6.3945502038872552e-07
leaf_weight=20 20 22 22 21 26 20 23 20 20 21 20 35 21 21 22 39 33 31 20 33 23 21 31 23 29 2332 23 62 46 21
leaf_count=20 20 22 22 21 26 20 23 20 20 21 20 35 21 21 22 39 33 31 20 33 23 21 31 23 29 2332 23 62 46 21
internal_value=0 3.0694e-09 -1.67282e-09 1.31769e-07 -1.18909e-08 -9.1389e-08 1.63305e-09 1.04758e-08 3.26951e-07 -8.12563e-08 -1.69019e-07 -2.59046e-08 -1.77663e-07 6.48096e-08 -2.69325e-09 -6.03172e-09 -1.39029e-09 -6.65751e-09 -1.78567e-09 -6.5647e-09 -1.16315e-08 -5.70969e-09 3.78198e-07 -1.34624e-08 -5.95992e-09 3.37264e-09 5.89907e-07 -2.56708e-07 -7.87396e-09 -1.41332e-08
internal_weight=0 3101 3079 219 2860 198 2838 178 40 138 118 97 62 41 2812 2789 2767 2734 2703 2683 2650 2627 52 2575 2536 2445 46 91 2399 2353
internal_count=3121 3101 3079 219 2860 198 2838 178 40 138 118 97 62 41 2812 2789 2767 2734 2703 2683 2650 2627 52 2575 2536 2445 46 91 2399 2353
is_linear=0
shrinkage=0.1


Tree=8519
num_leaves=31
num_cat=0
split_feature=130 42 483 479 159 481 480 1 471 475 16 49 1447 12 471 51 1446 2 160 4 403 481 1447 132 132 151 132 15 12 12
split_gain=3.68747e-10 6.09921e-10 6.32662e-10 5.24981e-10 6.16132e-10 6.00009e-10 6.85815e-10 1.02014e-08 5.69476e-10 5.54226e-10 8.53408e-10 1.51859e-09 5.70808e-10 1.73933e-09 9.32586e-10 2.32712e-09 8.42917e-10 3.20443e-09 4.17857e-09 7.11993e-09 8.17494e-09 2.36558e-09 2.31362e-09 5.85281e-10 2.00925e-09 3.12121e-09 1.05008e-09 1.02414e-09 1.42441e-09 2.52088e-09
threshold=-0.22699999999999995 0.15021500000000002 -0.47181499999999993 0.11198500000000002 0.20712000000000003 -0.15265499999999996 0.10272000000000002 0.081670000000000006 0.094575000000000006 0.055635000000000011 0.51222500000000004 0.089215000000000017 -0.086849999999999997 0.085325000000000012 0.086855000000000016 -0.020454999999999997 0.083715000000000026 0.083715000000000026 -0.019279999999999995 -0.081609999999999988 -0.084674999999999986 -0.010159999999999999 -0.082344999999999988 0.082150000000000015 0.089075000000000015 -1.0000000180025095e-35 0.0041800000000000006 -0.26481999999999994 0.085195000000000007 0.087285000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 -8 9 12 11 -11 13 -7 16 -16 21 -18 19 20 -19 -14 -21 26 25 -25 -23 -26 -29 -30
right_child=1 -3 3 -5 -6 6 7 -9 -10 10 -12 -13 14 -15 15 -17 17 18 -20 22 -22 23 -24 24 27 -27 -28 28 29 -31
leaf_value=-3.7502250688812814e-07 4.5558666727174569e-07 4.3746886992934722e-07 -4.9329825151289699e-07 -3.9664062616312179e-07 5.1411214485597156e-07 -3.7095252633179146e-07 1.7718913450153196e-06 -1.1463240199468009e-06 -4.0845569701884553e-07 4.9291470039255132e-07 7.9033071332642903e-07 -6.3202452999178154e-07 -1.0778158214396258e-06 8.5943741168050654e-07 2.1551825264103694e-07 -1.0856394066262579e-06 1.0165886489008507e-06 -2.7062002421492555e-06 1.1234724598333892e-06 1.2229177552957152e-06 1.1874132894718059e-07 -2.8866158498143302e-09 -1.8317269768886038e-07 1.5352076161434526e-07 -5.2184279763562501e-07 -1.5379602965974e-06 6.1335916683447073e-07 5.3165257322499814e-07 -1.03324841761084e-06 8.7159652616164975e-08
leaf_weight=26 30 32 25 34 23 20 25 23 35 30 22 20 21 27 28 27 38 21 24 22 20 2220 25 20 36 24 28 48 24 123
leaf_count=26 30 32 25 34 23 20 25 23 35 30 22 20 21 27 28 27 38 21 24 22 20 2220 25 20 36 24 28 48 24 123
internal_value=0 3.15377e-09 -1.38364e-09 -5.90362e-09 -1.47379e-09 -5.45849e-09 -1.32566e-09 3.7358e-07 -7.52458e-09 -2.63176e-09 2.71309e-07 4.2939e-08 -9.68603e-09 3.35867e-07 -1.5594e-08 -4.23232e-07 -7.27176e-09 2.23088e-07 -4.61354e-08 -3.65119e-07 -1.32818e-06 -2.08543e-08 4.74997e-07 -1.20568e-08 -1.49764e-07 -7.69105e-07 4.78904e-09 -3.17937e-08 5.86769e-08 -9.57641e-08
internal_weight=0 3095 3063 3033 2999 2976 2951 48 2903 2868 72 50 2796 47 2749 55 2694 150 112 88 41 2544 47 2523 275 44 2248 231 195 147
internal_count=3121 3095 3063 3033 2999 2976 2951 48 2903 2868 72 50 2796 47 2749 55 2694 150 112 88 41 2544 47 2523 275 44 2248 231 195 147
is_linear=0
shrinkage=0.1


Tree=8520
num_leaves=31
num_cat=0
split_feature=160 483 484 43 51 15 158 43 1453 1447 480 480 1456 1456 481 42 481 403 159 1455 482 1455 158 483 2 483 483 403 403 1210
split_gain=3.73837e-10 7.13076e-10 5.45847e-10 1.06086e-09 6.52785e-10 1.21625e-09 5.84794e-10 1.07987e-09 8.46905e-10 5.67393e-10 6.07552e-10 1.07846e-09 8.91021e-10 9.90779e-10 7.09013e-10 1.47733e-09 1.28252e-09 1.82064e-09 6.21466e-10 8.31302e-10 6.57272e-10 1.10331e-09 3.69353e-09 1.14541e-09 3.20399e-09 2.19262e-09 1.33125e-09 5.99684e-10 8.68822e-10 6.34251e-10
threshold=0.62940000000000007 -0.47181499999999993 -0.23687999999999995 -0.074974999999999986 -0.46007999999999993 -0.067579999999999987 0.11651000000000002 -0.011244999999999998 -0.085754999999999984 0.087755000000000014 0.11387000000000001 0.10344000000000002 0.11510000000000002 0.10795500000000001 -0.088384999999999977 0.083865000000000009 -0.086219999999999977 -0.55327499999999985 -0.47215999999999997 0.10442000000000001 0.11839000000000001 -0.097209999999999977 -0.4686749999999999 0.10143000000000001 0.096540000000000015 0.096720000000000014 0.095085000000000017 -0.54856499999999986 -0.5335399999999999 -0.3960249999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 8 -8 -6 10 11 12 13 14 15 -10 -16 -18 19 -19 21 -20 -23 25 -25 26 27 -24 -29 -30
right_child=-2 2 4 -5 6 -7 7 -9 9 -11 -12 -13 -14 -15 16 -17 17 18 20 -21 -22 22 23 24 -26 -27 -28 28 29 -31
leaf_value=5.9802806163133947e-07 -4.2049838614708458e-07 -1.1922001874609123e-08 1.2775453634666129e-07 7.97376815341977e-07 -5.190167591706541e-07 -9.6187646363432573e-07 8.3139850531828742e-07 -1.7331279323684611e-07 -2.2226923476864613e-07 -4.6677556785932839e-07 4.501456078287447e-07 -6.6974821066878576e-07 6.2331334210403337e-07 -7.0297382251283133e-07 -7.0193074879380926e-07 9.528824865929379e-07 8.8968919562188133e-07 8.219387875926931e-07 -7.2639289363624339e-07 -7.8899070956595097e-08 -4.7523918757027179e-07 1.3550722496802337e-06 -4.892814542927226e-07 2.4373337284854504e-07 -1.416993815033558e-06 9.5121018356773366e-07 -7.5037787894416397e-07 5.0496370283112543e-07 -5.5126197339848753e-07 7.1359906505635082e-10
leaf_weight=20 21 46 21 25 32 20 23 20 20 26 30 24 23 20 26 23 23 21 21 20 30 20 25 26 21 24 24 34 21 2391
leaf_count=20 21 46 21 25 32 20 23 20 20 26 30 24 23 20 26 23 23 21 21 20 30 20 25 26 21 24 24 34 21 2391
internal_value=0 2.84941e-09 -1.01539e-09 2.73042e-07 -7.48202e-09 -4.03773e-07 -2.00765e-09 3.64091e-07 -7.38962e-09 -1.73041e-09 2.48695e-09 -2.24684e-09 3.44816e-09 -1.66184e-09 3.40178e-09 4.063e-07 -2.95122e-09 3.7772e-09 -3.83145e-09 3.82506e-07 -9.83821e-09 -4.48262e-09 1.37976e-09 -9.17123e-09 -4.98294e-07 -4.50898e-11 -9.19544e-09 -1.99658e-09 2.98384e-09 -4.09216e-09
internal_weight=0 3100 3080 71 3009 41 2968 43 2925 2893 2867 2837 2813 2790 2770 43 2727 2701 2678 41 2637 2607 2586 2566 47 2519 2495 2471 2446 2412
internal_count=3121 3100 3080 71 3009 41 2968 43 2925 2893 2867 2837 2813 2790 2770 43 2727 2701 2678 41 2637 2607 2586 2566 47 2519 2495 2471 2446 2412
is_linear=0
shrinkage=0.1


Tree=8521
num_leaves=31
num_cat=0
split_feature=481 2 42 484 484 480 1453 1455 42 133 133 12 42 50 13 157 2 43 15 13 13 50 2 2 0 15 1210 1374 150 1375
split_gain=4.02239e-10 2.78189e-09 9.06724e-09 5.06793e-09 1.15379e-08 3.06587e-09 1.71268e-09 4.99533e-10 7.22517e-10 5.41024e-10 3.07868e-09 1.01423e-08 2.20339e-09 2.13676e-09 1.9966e-09 3.56471e-09 2.95544e-09 1.59168e-09 2.75049e-09 8.16043e-09 2.46798e-09 1.83451e-09 1.63577e-09 4.23615e-09 2.62762e-09 3.89043e-09 1.84541e-09 1.26254e-09 2.36695e-09 2.01369e-09
threshold=-0.081614999999999979 0.092875000000000013 0.089905000000000013 -0.081614999999999979 0.062030000000000009 0.087170000000000011 -0.085754999999999984 -0.11962499999999998 0.08623500000000002 0.089200000000000015 0.090665000000000009 0.088105000000000003 -0.23037499999999997 -0.099524999999999988 -0.085804999999999979 -0.08266999999999998 0.093680000000000013 0.055925000000000009 0.098485000000000017 -0.06977499999999999 -0.066634999999999986 0.11859500000000002 0.092235000000000025 0.090790000000000023 -0.067094999999999988 -0.077844999999999984 -0.078184999999999991 -0.096434999999999979 0.11188000000000002 -0.15308499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -2 8 -8 12 11 -11 -9 -12 16 -16 -15 18 21 -20 -19 22 23 26 25 -24 -17 28 -14 -29
right_child=6 -3 -4 4 -6 -7 7 9 -10 10 13 -13 27 14 15 17 -18 20 19 -21 -22 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=-8.1031151669069211e-07 -9.3101727429711909e-07 1.0608910130827098e-06 -1.5466888650355634e-06 2.7163067419640662e-06 -3.8448287114078995e-07 5.2410945996102367e-07 -9.2157472950237295e-08 8.2674892382352966e-07 7.1913390661887646e-07 3.9099286973689761e-07 7.4800214056167264e-07 -2.3471987579644823e-06 -1.3268434918245477e-06 1.1806441291165963e-06 -1.3823105566695466e-06 -7.445431943960398e-07 -1.632679060195288e-07 1.1104274211380404e-06 -2.1760783406913716e-06 3.8103061246357151e-07 -1.6205085233065934e-07 8.3023015804428726e-07 -1.2713139593177982e-07 1.273867861073086e-06 2.6612845298239719e-07 -1.5513622648367184e-06 4.1470541093201157e-08 9.2496794780553651e-07 1.7627288286803378e-07 3.8520126671377474e-09
leaf_weight=36 20 28 31 24 24 33 21 33 23 31 34 24 20 30 22 37 36 27 24 26 35 22 44 25 38 34 155 24 22 2138
leaf_count=36 20 28 31 24 24 33 21 33 23 31 34 24 20 30 22 37 36 27 24 26 35 22 44 25 38 34 155 24 22 2138
internal_value=0 1.46851e-07 -2.60756e-08 3.76822e-07 1.16591e-06 -1.7211e-07 -8.7779e-09 -2.47199e-09 3.31927e-07 -7.57908e-09 -8.83447e-08 -8.03854e-07 1.56722e-08 -2.15315e-08 -6.86741e-08 -1.38355e-07 4.47601e-07 -7.97536e-08 -1.51987e-07 -8.46382e-07 3.92093e-07 -5.41848e-08 -1.12615e-07 4.9431e-08 -4.15752e-07 -7.4795e-07 -1.10001e-07 3.52812e-09 -5.39497e-07 1.40772e-08
internal_weight=0 176 148 117 48 69 2945 2925 44 2881 644 55 2237 589 555 489 66 467 405 50 62 355 333 217 116 78 192 2204 42 2162
internal_count=3121 176 148 117 48 69 2945 2925 44 2881 644 55 2237 589 555 489 66 467 405 50 62 355 333 217 116 78 192 2204 42 2162
is_linear=0
shrinkage=0.1


Tree=8522
num_leaves=31
num_cat=0
split_feature=96 34 1 13 33 34 44 158 158 482 49 482 1 482 16 482 1184 1 0 12 43 3 43 49 1 13 1 49 4 15
split_gain=4.10127e-10 5.1824e-10 2.91927e-09 1.91894e-09 1.16677e-09 1.07275e-09 4.98318e-10 1.27341e-09 5.08067e-10 6.73123e-10 1.12832e-09 7.49237e-10 2.48032e-09 2.26602e-09 3.4273e-09 2.44343e-09 5.23521e-10 5.40756e-10 1.44119e-09 1.34842e-09 1.62024e-09 3.53598e-09 1.49943e-09 1.00534e-09 1.2332e-09 9.99436e-10 2.75546e-09 1.0707e-09 1.97309e-09 1.02851e-09
threshold=0.087655000000000025 -0.057544999999999992 0.099400000000000002 -0.085584999999999981 -1.0000000180025095e-35 -0.085739999999999983 0.10049500000000001 -0.47356499999999996 -0.46695499999999995 0.11117500000000001 0.006170000000000001 0.098465000000000011 0.16540500000000002 0.089745000000000005 -0.0073349999999999986 0.086210000000000023 0.089075000000000015 0.11751000000000002 0.024095000000000002 0.12757000000000002 -0.05647499999999999 -0.034684999999999994 -0.077824999999999991 0.15665000000000004 0.11507500000000002 -0.17933499999999997 0.084785000000000013 0.12073000000000002 0.056795000000000005 0.12044500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -5 7 -6 -9 11 -11 12 13 15 -15 16 17 23 19 20 22 -22 -19 24 25 26 -10 29 -29 -27
right_child=-2 4 3 5 6 -7 -8 8 9 10 -12 -13 -14 14 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=1.267936169196695e-06 -3.6795654276981321e-07 -7.6439695476437926e-07 6.9779806764813668e-07 -1.0197404789380471e-06 6.6531812974752597e-07 1.5996913305116322e-08 -4.1793583263378358e-07 -4.1001879784137905e-07 2.6783629653348931e-07 9.0328853982090222e-07 -5.371035060518028e-08 -5.1748529971616472e-07 1.0600139120242602e-06 -1.6861925027455982e-06 5.5026285558859369e-08 9.897982813527052e-07 4.7174554488858283e-07 5.5250775791891341e-08 -8.8535010623521288e-07 -8.1160388702983261e-07 1.3265861779151086e-06 -2.7718121602948505e-08 -8.4292737934741619e-07 4.8595139087093372e-07 5.4879579380440191e-07 -2.793372226128021e-09 -1.0550173557888344e-06 -8.94929246279779e-07 3.1362179775194157e-07 3.5586438328604104e-07
leaf_weight=21 30 20 20 20 29 20 28 30 31 22 28 28 22 20 26 25 23 41 24 22 24 98 34 43 40 2180 32 35 22 83
leaf_count=21 30 20 20 20 29 20 28 30 31 22 28 28 22 20 26 25 23 41 24 22 24 98 34 43 40 2180 32 35 22 83
internal_value=0 3.57509e-09 2.53182e-07 -1.01982e-07 -3.14191e-09 -5.01872e-07 1.9501e-09 5.91931e-09 -6.00489e-10 3.6305e-09 3.67369e-07 -2.74417e-09 2.35768e-09 -5.94358e-09 -7.02025e-07 5.67041e-09 -3.33515e-09 -7.36869e-09 -1.49696e-07 -6.90769e-08 1.38449e-08 2.38702e-07 -3.51923e-07 6.65631e-09 -1.84955e-09 -1.10924e-08 -4.04089e-07 -4.2054e-10 -4.28471e-07 1.03611e-08
internal_weight=0 3091 81 60 3010 40 2990 2962 2933 2903 50 2853 2825 2803 46 2757 2732 2709 243 219 197 122 75 2466 2423 2383 63 2320 57 2263
internal_count=3121 3091 81 60 3010 40 2990 2962 2933 2903 50 2853 2825 2803 46 2757 2732 2709 243 219 197 122 75 2466 2423 2383 63 2320 57 2263
is_linear=0
shrinkage=0.1


Tree=8523
num_leaves=31
num_cat=0
split_feature=401 401 52 15 402 133 2 1208 133 1209 1209 130 1 133 133 12 480 133 1447 16 52 3 133 42 42 42 43 480 43 1374
split_gain=3.93361e-10 5.75975e-10 2.94623e-09 2.16055e-09 8.36365e-10 4.45958e-10 2.06596e-09 4.85734e-10 9.74932e-10 1.32152e-09 5.24034e-10 4.59921e-10 8.15071e-10 4.7425e-10 3.89404e-09 1.02034e-08 3.49595e-09 6.84879e-09 2.6596e-09 2.29749e-09 6.36659e-09 3.19185e-09 2.27046e-09 2.67097e-09 1.94798e-09 2.45129e-09 2.27094e-09 1.62589e-09 1.42177e-09 1.2286e-09
threshold=-0.47263499999999997 -0.078179999999999986 0.10263500000000002 0.092400000000000024 -0.43418999999999991 0.41484500000000007 0.094095000000000012 0.11253500000000001 0.40431 -0.097919999999999993 -0.087714999999999987 -0.23123999999999997 0.16540500000000002 0.091935000000000003 0.090445000000000011 0.088435000000000014 0.086995000000000017 0.11269500000000002 0.059120000000000013 -0.0087049999999999992 -1.0000000180025095e-35 -0.081459999999999991 0.089595000000000022 -0.23037499999999997 0.10306000000000001 0.090990000000000015 -0.067899999999999974 0.11144000000000001 -0.10131 0.086765000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 7 -7 8 9 -6 -11 -12 13 14 18 -16 19 -18 22 20 -15 28 23 -13 25 26 -22 29 -21 -25
right_child=1 4 -4 -5 5 6 -8 -9 -10 10 11 12 -14 16 15 -17 17 -19 -20 21 24 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-4.0328543965036564e-07 6.4332547538015207e-08 -5.1167164443199915e-07 -6.0587703165251501e-07 1.5166085564119603e-06 -7.9499884171647355e-07 -2.0572376795424675e-07 1.0898823126126445e-06 -4.6059156019233028e-07 6.2256839510155258e-07 4.3965145171872182e-07 4.6327854548167129e-07 1.0300900374187014e-06 -5.5324721091454666e-07 1.7391671758559823e-06 -3.2588722161465612e-07 2.631436691444833e-06 -2.0546227560771513e-06 2.8610988806576642e-07 -8.3327790949433133e-07 -4.143553208332715e-07 2.6419809666193584e-07 8.2110189572856293e-08 -7.7806379618689589e-07 -1.1895893599275253e-08 -7.2255455949806648e-07 1.027434923207272e-06 -8.6746502802270698e-07 7.1865477320187669e-07 -1.4721781435393193e-06 4.2597260485274202e-07
leaf_weight=24 20 32 23 21 21 32 20 23 25 27 21 26 27 25 28 20 25 25 38 27 61 88 36 2203 29 27 25 32 24 66
leaf_count=24 20 32 23 21 21 32 20 23 25 27 21 26 27 25 28 20 25 25 38 27 61 88 36 2203 29 27 25 32 24 66
internal_value=0 3.12651e-09 3.00004e-07 8.08181e-07 -3.13796e-09 2.28459e-09 2.92586e-07 -2.83433e-09 7.63899e-10 -4.59464e-09 1.16873e-09 -2.98095e-09 -6.43838e-09 -1.17498e-09 1.45022e-08 9.06331e-07 -1.09022e-07 -8.84256e-07 -3.32696e-09 1.76507e-08 2.67637e-07 -2.82692e-07 1.00197e-08 2.22118e-08 8.56422e-09 1.96196e-07 -6.47737e-08 1.08233e-08 -9.12154e-07 8.40696e-10
internal_weight=0 3097 64 41 3033 3001 52 2949 2926 2901 2880 2853 2832 2805 2449 48 356 50 2401 306 167 139 2363 2327 142 113 86 2301 51 2269
internal_count=3121 3097 64 41 3033 3001 52 2949 2926 2901 2880 2853 2832 2805 2449 48 356 50 2401 306 167 139 2363 2327 142 113 86 2301 51 2269
is_linear=0
shrinkage=0.1


Tree=8524
num_leaves=31
num_cat=0
split_feature=1209 401 1210 1210 1208 1208 1209 42 43 132 1185 1 12 12 12 15 1209 1213 1210 1210 130 42 50 0 42 42 124 47 10 33
split_gain=4.54768e-10 4.87716e-10 1.17382e-09 5.77434e-10 6.96503e-10 6.10606e-10 5.20012e-10 3.63454e-09 4.66851e-09 4.58602e-10 2.18242e-09 8.53495e-10 1.17912e-09 6.82137e-10 1.47876e-09 5.70597e-10 5.18008e-10 9.61462e-10 6.79303e-10 1.07762e-09 4.42425e-10 5.39501e-10 1.27701e-09 1.11251e-09 4.40387e-10 9.35168e-10 5.73829e-10 4.61173e-10 4.68496e-09 4.10188e-09
threshold=-0.14444499999999996 0.13767000000000004 -0.38516499999999992 -0.12043 0.11846000000000001 0.099975000000000008 -0.065739999999999979 0.087505000000000013 -0.0065949999999999993 -0.083174999999999985 -0.083264999999999992 0.088135000000000005 0.090165000000000009 0.10911500000000002 0.091930000000000012 0.085315000000000016 0.088060000000000013 -0.065844999999999987 -0.08126499999999999 -0.036169999999999994 -0.22699999999999995 0.12181500000000002 1.0000000180025095e-35 -0.053834999999999994 0.11799500000000002 0.11603500000000001 0.096090000000000023 0.094160000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -9 11 -11 13 -13 14 15 -8 18 -18 -12 -20 -21 24 23 -23 25 26 27 29 -29 -22
right_child=1 -3 3 4 -6 -7 9 8 -10 10 16 12 -14 -15 -16 -17 17 -19 19 20 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.7531827775060263e-07 6.9675226133843655e-07 -4.952899166710267e-07 -5.1581064946565846e-07 5.0293343881147688e-07 5.7227156438394954e-07 -4.9779224218582383e-07 -9.1771774784330324e-08 1.9798984727259496e-07 -1.9368054836377268e-06 1.0318557139314743e-06 -5.3951826890110887e-07 7.6261796974367013e-08 -8.8098513753808921e-07 3.8434183852759269e-07 -8.9314417631872592e-07 4.782705763711254e-07 -8.6158683064819685e-08 6.8940627600920473e-07 7.375463084713374e-07 -4.3596060317727474e-07 -1.2168615902347873e-06 1.025497874707071e-06 -3.6045792199956851e-07 8.2093733055899071e-08 -4.2083003287984865e-07 6.3566153585270513e-07 -3.8548883078230278e-07 1.5969570159768411e-06 6.8659161516709195e-09 1.5805170257282797e-09
leaf_weight=20 24 20 22 34 21 25 87 20 21 21 23 22 31 33 21 22 33 31 20 23 28 25 22 25 25 23 39 20 252 2088
leaf_count=20 24 20 22 34 21 25 87 20 21 21 23 22 31 33 21 22 33 31 20 23 28 25 22 25 25 23 39 20 252 2088
internal_value=0 -3.06517e-09 1.30061e-10 -5.339e-09 -1.63872e-09 -5.63743e-09 -1.52104e-09 -2.61512e-07 -8.95442e-07 5.17055e-09 1.63954e-08 -1.35036e-07 -4.83637e-07 -2.16867e-08 -1.24756e-07 2.32826e-08 8.42949e-09 2.89506e-07 1.54511e-09 6.34992e-09 6.59676e-10 4.60246e-09 2.7444e-07 5.53796e-07 -3.24738e-09 1.01367e-09 -5.00071e-09 1.21329e-09 1.23784e-07 -1.45425e-08
internal_weight=0 3101 3081 3057 3035 3014 2989 75 41 2914 2698 216 53 163 130 109 2677 64 2613 2590 2570 2547 72 50 2475 2450 2427 2388 272 2116
internal_count=3121 3101 3081 3057 3035 3014 2989 75 41 2914 2698 216 53 163 130 109 2677 64 2613 2590 2570 2547 72 50 2475 2450 2427 2388 272 2116
is_linear=0
shrinkage=0.1


Tree=8525
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 481 133 1447 160 0 0 481 480 52 2 16 16 0 482 0 0 483 39 42 12 96 10 9 0 12
split_gain=4.33455e-10 1.04294e-08 6.29648e-09 2.06563e-09 4.92001e-10 4.52572e-10 2.82096e-09 7.89722e-09 3.37799e-09 1.82576e-09 2.26732e-09 1.72075e-09 1.27818e-09 4.51203e-10 5.91277e-10 4.85646e-10 1.02791e-09 5.76775e-10 4.46051e-10 1.94236e-09 1.61412e-09 3.15517e-09 1.48646e-09 1.16098e-09 1.24857e-09 5.5449e-10 6.09297e-10 2.51904e-09 2.39887e-09 2.34034e-09
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.037359999999999997 -0.081614999999999979 0.087625000000000022 0.059120000000000013 -0.54200499999999985 -0.081894999999999982 -0.085754999999999984 -0.079764999999999989 0.086850000000000024 0.090645000000000017 0.095040000000000013 -0.097644999999999996 -0.090054999999999982 -0.087084999999999982 0.090355000000000005 -0.059114999999999994 -0.077809999999999976 0.11517500000000001 0.15619500000000003 0.089625000000000024 0.087075000000000014 0.087655000000000025 0.0036750000000000007 0.091600000000000015 -0.080119999999999983 -0.010834999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 13 -4 6 7 8 -6 10 12 -7 -10 15 -15 -1 -17 -18 22 20 23 -22 25 24 -20 26 27 -13 -28 -30
right_child=2 -3 4 -5 5 11 -8 -9 9 -11 -12 18 -14 14 -16 16 17 -19 19 -21 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=3.891344340445357e-07 -1.69556708132487e-06 2.254660504485444e-06 3.7528077103031266e-07 -1.0526635611540769e-06 1.2772083358378531e-06 -8.9290473836585586e-07 9.1618119612528399e-07 -1.7934674794808167e-06 -3.8670372781607083e-07 7.269126478822348e-07 -1.0656289314662597e-06 -1.8993235842948957e-09 7.3032017994023596e-07 6.9938152790882669e-07 -6.9563605862299482e-08 -7.2787363336601629e-07 4.1689501813380051e-07 -1.437303641180905e-07 4.7285021067974391e-07 1.0803235838352522e-06 -1.356228518526829e-06 3.3914074927689282e-07 -8.7348042001167423e-07 8.4877388684390111e-07 -4.4839080773430495e-07 -4.8623450874529797e-07 1.2114674058238962e-06 -1.1019816741151903e-06 5.1119111651166384e-07 -9.1603065357048772e-07
leaf_weight=20 22 21 35 20 26 22 38 22 21 24 24 2368 20 20 20 24 25 69 31 20 21 23 20 25 28 24 20 21 27 20
leaf_count=20 22 21 35 20 26 22 38 22 21 24 24 2368 20 20 20 24 25 69 31 20 21 23 20 25 28 24 20 21 27 20
internal_value=0 1.35661e-07 -1.02371e-08 -8.90819e-08 2.63698e-09 -1.94739e-09 1.53843e-07 -5.7609e-08 2.74468e-07 -1.8467e-08 -2.93684e-07 -1.21583e-08 1.58186e-07 1.91857e-08 3.14909e-07 -6.65311e-08 -1.43763e-07 5.37213e-09 -4.84097e-09 1.63842e-07 2.06422e-08 -4.70013e-07 -1.4827e-08 2.77652e-07 3.56511e-08 -7.9024e-09 -3.22814e-09 -1.15694e-08 2.94192e-07 -9.61373e-08
internal_weight=0 219 2902 198 2880 2845 175 137 115 89 65 2670 41 178 40 138 118 94 2648 148 128 44 2500 84 59 2480 2456 2389 67 47
internal_count=3121 219 2902 198 2880 2845 175 137 115 89 65 2670 41 178 40 138 118 94 2648 148 128 44 2500 84 59 2480 2456 2389 67 47
is_linear=0
shrinkage=0.1


Tree=8526
num_leaves=31
num_cat=0
split_feature=394 0 132 132 132 50 131 400 399 0 1204 49 1429 474 133 133 484 391 0 394 394 3 4 0 16 483 120 42 13 159
split_gain=3.77636e-10 5.86222e-10 5.10188e-10 9.9796e-09 6.33039e-09 7.48625e-10 4.80354e-10 4.36393e-10 4.99157e-10 6.59795e-10 6.93984e-10 4.03809e-10 1.48527e-09 3.02006e-09 1.42921e-09 1.92803e-09 1.40924e-09 1.0474e-09 9.96506e-10 7.24937e-10 7.36397e-10 7.08906e-10 6.29179e-10 1.34529e-09 7.71041e-10 5.90737e-10 1.81263e-09 1.79404e-09 2.01046e-09 2.31034e-09
threshold=-0.14580499999999996 -0.087414999999999979 -0.083284999999999984 -0.084829999999999989 -0.069704999999999989 0.09227500000000001 -0.076979999999999979 0.10782000000000001 0.08845500000000002 -0.082084999999999977 -0.0030749999999999996 0.10347500000000003 0.083725000000000008 0.083795000000000022 0.089595000000000022 0.095000000000000015 0.0038100000000000005 -0.086514999999999981 -0.073309999999999986 -0.089309999999999987 -0.086374999999999993 -0.072894999999999988 0.0045450000000000013 -0.14001499999999997 -0.018494999999999998 0.098395000000000024 1.0000000180025095e-35 0.096610000000000015 -0.077944999999999987 -0.014584999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 -2 8 9 10 -8 17 13 14 16 -16 22 -6 -17 -19 -21 -20 24 -24 -13 26 -22 28 29 -27
right_child=2 -3 4 -5 11 -7 7 -9 -10 -11 -12 12 -14 -15 15 18 -18 19 21 20 25 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-6.9143166854246378e-07 3.503345836568797e-07 2.8694219622593667e-08 -1.7795496663097767e-06 2.278845162209109e-06 7.2187682584561642e-07 -5.5881782069870202e-07 3.1462555719704495e-08 -4.2641755685833364e-07 3.780674818796927e-07 3.4745790248366791e-07 -7.2262595823679527e-07 5.8680346226251637e-07 -7.3731006605984563e-07 1.1555340634572532e-06 -1.1814068466264873e-06 3.4765366876854389e-07 8.5041021264942178e-07 -5.2310410569589303e-07 -6.7664333004279839e-08 5.6933384039818218e-07 1.1503013634690664e-08 -8.8171138557413542e-07 1.5903035754180144e-07 -6.7871232750525853e-07 -1.9219465473933421e-07 1.1604771905447047e-06 -7.5824484725679281e-07 8.4445783189119762e-07 -6.1755022796921162e-07 -1.2721040942970401e-07
leaf_weight=20 33 26 20 20 21 27 26 28 28 21 23 27 33 20 25 25 20 25 23 24 2326 20 41 36 24 22 31 34 34 38
leaf_count=20 33 26 20 20 21 27 26 28 28 21 23 27 33 20 25 25 20 25 23 24 2326 20 41 36 24 22 31 34 34 38
internal_value=0 -2.84404e-07 4.25296e-09 1.56264e-07 -6.66171e-09 -7.19709e-08 1.07012e-08 -7.82505e-08 2.12259e-08 -1.21511e-07 -3.22497e-07 5.78397e-09 -1.05201e-07 -2.5279e-08 -1.23272e-07 -4.30477e-07 6.97691e-08 1.85548e-08 -1.54399e-07 1.27262e-08 1.80653e-08 -4.46291e-07 -5.22061e-08 -2.32642e-07 2.20216e-07 1.27412e-08 1.37905e-09 2.21964e-07 -3.19367e-09 3.44942e-07
internal_weight=0 46 3075 206 2869 186 159 126 98 70 49 2849 294 261 241 93 148 2555 68 2534 2509 43 128 77 51 2485 2357 128 94 60
internal_count=3121 46 3075 206 2869 186 159 126 98 70 49 2849 294 261 241 93 148 2555 68 2534 2509 43 128 77 51 2485 2357 128 94 60
is_linear=0
shrinkage=0.1


Tree=8527
num_leaves=31
num_cat=0
split_feature=391 130 132 1185 1203 129 1182 47 2 47 9 9 1366 12 40 46 483 160 0 12 16 12 52 16 52 124 48 42 2 2
split_gain=4.04265e-10 6.71286e-10 5.18363e-10 2.61645e-09 1.55636e-09 7.20572e-10 5.24341e-10 4.40585e-10 4.47113e-09 1.87457e-09 7.10517e-10 2.69134e-09 6.63118e-10 5.91055e-10 5.8197e-10 6.5568e-10 1.97393e-09 5.88575e-10 9.51294e-10 1.25817e-09 5.77548e-10 5.74768e-10 5.13597e-10 2.40133e-09 1.50521e-09 4.40774e-09 1.28825e-09 1.23569e-09 1.54488e-09 4.86541e-09
threshold=-0.086319999999999994 0.13302000000000003 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.077709999999999987 0.084455000000000016 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.085555000000000006 0.092235000000000011 -0.082814999999999986 -1.0000000180025095e-35 -0.049474999999999998 0.10253500000000002 -0.069964999999999986 -0.085024999999999989 -0.094654999999999975 0.08401500000000002 -0.52595999999999987 0.096475000000000019 -0.085264999999999994 -0.087484999999999993 -0.080114999999999978 -0.083229999999999985 0.11714000000000001 0.10705500000000003 0.11018500000000002 0.11510000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -5 7 9 -9 10 12 -12 -7 -13 -10 16 -16 -18 20 -20 -19 -21 23 -14 25 -24 -26 28 -25 -30
right_child=1 -3 3 5 -6 6 -8 8 14 -11 11 13 22 -15 15 -17 17 18 19 21 -22 -23 24 27 26 -27 -28 -29 29 -31
leaf_value=-3.4814470743847118e-07 -5.2439850599495268e-08 5.0016464212132164e-07 1.122662686387208e-06 5.7238959101368896e-07 -8.925419522256561e-07 5.3280591699781918e-07 -4.8843437422295784e-07 -1.5570963209654567e-06 4.4077190012741922e-07 9.5641114025316442e-07 1.2071744787017056e-06 -4.9206766432002327e-07 1.0551313351925273e-06 2.2552169636943142e-07 9.4246709863909933e-07 -5.9115713890194112e-07 2.4040784431972067e-07 -2.3457418108038204e-07 -9.5410084930755651e-07 1.9764217899198954e-08 4.1050051452527572e-07 -5.0657524397479392e-07 5.6176425227536331e-07 8.6663628311023657e-08 -2.5184794562787461e-08 -1.2011004251825081e-06 7.8204027673223222e-07 6.0770240291877341e-07 -1.1392727391207953e-06 2.011395332539056e-07
leaf_weight=33 187 27 21 22 25 23 22 20 26 21 23 22 24 24 20 21 42 23 26 59 35 32 23 395 1720 37 20 35 45 68
leaf_count=33 187 27 21 22 25 23 22 20 26 21 23 22 24 24 20 21 42 23 26 59 35 32 23 395 1720 37 20 35 45 68
internal_value=0 3.72681e-09 -6.52095e-10 1.05734e-08 -1.51508e-07 2.31535e-09 -2.15422e-09 1.68851e-09 -1.11935e-07 1.56166e-08 7.58214e-09 3.23943e-07 -1.55128e-09 -1.17673e-07 -1.01633e-08 -5.56064e-08 -8.15256e-09 -9.57673e-08 -1.76449e-07 -3.40606e-07 1.54695e-07 -1.65322e-07 -6.7436e-09 7.62524e-08 -3.28873e-08 -5.25336e-07 -1.59063e-08 3.2987e-08 -6.60955e-09 -3.32653e-07
internal_weight=0 3088 3061 2849 212 2828 2806 2784 304 2480 2459 69 2390 46 284 258 237 217 175 117 58 91 2367 567 1800 60 1740 543 508 113
internal_count=3121 3088 3061 2849 212 2828 2806 2784 304 2480 2459 69 2390 46 284 258 237 217 175 117 58 91 2367 567 1800 60 1740 543 508 113
is_linear=0
shrinkage=0.1


Tree=8528
num_leaves=31
num_cat=0
split_feature=12 40 376 39 33 4 9 9 4 123 123 3 132 50 1185 1203 132 151 475 51 1375 151 1 3 13 42 49 0 151 33
split_gain=3.7398e-10 5.98115e-10 4.91568e-10 5.2144e-10 1.52427e-09 1.22739e-09 7.02847e-10 9.68683e-10 4.84245e-10 4.57178e-10 5.23841e-10 8.53803e-10 4.22226e-10 1.0015e-08 5.589e-09 1.92504e-09 6.60362e-10 5.29926e-10 1.4939e-09 3.69778e-09 3.00496e-09 1.46872e-09 1.00656e-09 1.47319e-09 1.32914e-09 1.20452e-09 1.81823e-09 1.74872e-09 9.37131e-10 7.81449e-10
threshold=0.23631000000000002 -0.099059999999999995 -0.098069999999999977 -1.0000000180025095e-35 -0.009184999999999997 0.055260000000000011 0.088235000000000022 0.10141500000000002 -0.0047449999999999992 0.11701500000000002 0.089155000000000012 -0.020429999999999997 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.050879999999999988 -0.085134999999999975 -0.086304999999999979 -0.085604999999999987 -0.15308499999999997 -0.53100499999999984 0.10612500000000001 -0.0043399999999999992 -0.088069999999999996 0.084435000000000024 -0.0090649999999999984 -0.085134999999999975 -0.083919999999999981 0.085305000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 5 -5 -4 9 -8 -1 10 12 -12 13 15 -14 -6 -16 18 -18 -20 -21 -22 23 24 -23 26 27 -26 -19 -30
right_child=-2 2 3 4 6 -7 7 -9 -10 -11 11 -13 14 -15 16 -17 17 28 19 20 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=3.921679187612881e-08 -4.0176063982901566e-07 -4.1180925218841053e-07 8.9002610122536548e-07 -7.2445484297806375e-07 1.4862200346130892e-08 -2.04583529921365e-07 8.350758321284957e-07 -1.7281117834500038e-08 7.3509385131842467e-07 4.7389524894470013e-07 1.874387883369557e-07 -6.0329470442531553e-07 -1.5976993025064573e-06 2.2069574643388653e-06 5.1437994306979825e-07 -1.0250170581116436e-06 8.8208153125416782e-07 -5.8278136050611128e-07 -1.0735318163859539e-06 1.3249116556207378e-06 -6.4909979300864508e-07 9.0897905539442221e-07 6.3404033404687065e-07 -7.0414672305477417e-07 2.7641388679393977e-08 4.9664291890548084e-07 5.1093186802182066e-07 -1.2194302950195959e-06 -5.1563332643374582e-09 -6.3301165020845929e-07
leaf_weight=20 23 29 21 29 162 20 24 30 20 20 22 36 22 21 25 20 24 29 26 21 25 21 37 22 23 37 23 22 2247 20
leaf_count=20 23 29 21 29 162 20 24 30 20 20 22 36 22 21 25 20 24 29 26 21 25 21 37 22 23 37 23 22 2247 20
internal_value=0 2.97039e-09 -2.05492e-09 1.86811e-09 -2.99209e-09 3.5607e-07 4.07868e-09 3.61544e-07 3.87155e-07 -2.56611e-09 -5.86914e-09 -3.03361e-07 2.34345e-10 1.3918e-07 -1.05148e-08 -9.94102e-08 2.90486e-09 -2.05707e-09 1.27566e-07 5.71057e-08 1.84364e-07 7.03087e-08 1.67526e-07 5.08976e-08 1.82731e-07 3.7481e-08 -2.12357e-07 -5.82038e-07 -1.79212e-08 -1.06954e-08
internal_weight=0 3098 3058 3029 2988 41 2959 54 40 2905 2885 58 2827 203 2624 182 2602 2577 281 257 231 210 185 148 126 105 68 45 2296 2267
internal_count=3121 3098 3058 3029 2988 41 2959 54 40 2905 2885 58 2827 203 2624 182 2602 2577 281 257 231 210 185 148 126 105 68 45 2296 2267
is_linear=0
shrinkage=0.1


Tree=8529
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 483 483 483 52 484 1456 52 483 12 12 480 160 481 133 1446 1456 157 157 160 155 1426 456 456 1429 475 475
split_gain=3.74096e-10 2.84929e-09 1.08119e-09 1.04191e-09 4.0882e-10 1.09495e-09 6.88051e-10 1.85347e-09 3.31069e-09 6.03174e-10 1.46049e-09 5.33893e-10 1.92753e-09 1.23267e-09 9.66918e-10 1.01254e-09 7.03667e-10 9.5658e-09 7.76419e-09 6.50399e-10 5.43665e-10 2.79626e-09 2.27653e-09 2.09906e-09 1.51239e-09 1.44004e-09 2.19168e-09 1.79455e-09 4.12573e-09 3.94231e-09
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 0.12325000000000001 0.13622000000000004 0.10321500000000002 0.024145000000000003 -0.066214999999999982 0.11253500000000001 -0.034054999999999995 0.098395000000000024 0.23631000000000002 0.14786000000000002 0.11387000000000001 -0.55323499999999981 -0.086484999999999992 0.087495000000000003 0.077045000000000016 0.075120000000000006 -0.0066899999999999989 -0.04831499999999999 -0.010514999999999998 0.11562500000000002 -0.052649999999999995 0.091255000000000017 0.088285000000000016 0.083725000000000008 -0.085734999999999992 -0.085754999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 9 -8 -9 11 -11 12 13 14 15 -3 17 18 -17 -20 21 23 -23 25 -22 26 27 28 -18 -29
right_child=1 4 -4 -5 5 -7 7 8 -10 10 -12 -13 -14 -15 -16 16 20 -19 19 -21 24 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=3.8243312362764214e-08 1.1701645890059896e-06 -5.5742999034974319e-07 -7.9051260813271671e-07 -6.2967864201473955e-07 -7.8937249900659287e-07 1.4956461145461452e-07 -2.6078915966260837e-07 -1.6255169211511941e-07 1.5928348038197659e-06 1.9968419248276146e-07 -9.9434987092195112e-07 4.30443488484939e-07 -9.7898811585395156e-07 6.4379335640296631e-07 5.94495463543707e-07 -1.9785180739972932e-06 1.6291287556668979e-06 2.036058261815608e-06 1.353978404949885e-08 7.5038552870904351e-07 -8.0458969569008334e-07 1.5030573330304402e-07 1.6410525006449462e-06 -8.4121996442937189e-07 -2.2005039324639916e-08 -6.7649440964601133e-07 1.1145820270117147e-06 -1.1061088637613163e-06 1.0244376445557789e-07 9.6836478277343265e-08
leaf_weight=173 21 33 22 27 23 27 33 21 22 21 20 29 20 30 27 20 20 23 25 23 25 21 20 27 2021 24 21 36 154 112
leaf_count=173 21 33 22 27 23 27 33 21 22 21 20 29 20 30 27 20 20 23 25 23 25 21 20 27 2021 24 21 36 154 112
internal_value=0 9.57134e-09 -1.25119e-07 -5.19262e-08 1.1028e-09 -2.82346e-07 6.11428e-09 3.02931e-07 7.35553e-07 -2.08269e-09 -3.82771e-07 3.67468e-09 -9.39892e-10 6.40833e-09 -8.56698e-10 -7.02733e-09 3.45968e-11 2.73147e-07 -3.23132e-07 3.66612e-07 -9.98281e-09 9.15392e-08 8.77499e-07 9.75152e-09 -3.15674e-08 7.23571e-08 1.24755e-07 6.02009e-08 2.77925e-07 -1.95772e-07
internal_weight=0 2899 222 200 2878 50 2828 76 43 2752 41 2711 2682 2662 2632 2605 2572 91 68 48 2481 435 41 394 2046 367 343 322 174 148
internal_count=3121 2899 222 200 2878 50 2828 76 43 2752 41 2711 2682 2662 2632 2605 2572 91 68 48 2481 435 41 394 2046 367 343 322 174 148
is_linear=0
shrinkage=0.1


Tree=8530
num_leaves=31
num_cat=0
split_feature=40 130 42 1429 1420 475 471 1429 474 47 0 1 0 47 0 475 475 475 1375 3 475 2 148 457 1420 52 471 147 448 1452
split_gain=4.13472e-10 1.40706e-09 6.89681e-10 3.9154e-10 5.76003e-10 6.23007e-10 9.12516e-10 8.15259e-10 1.47876e-09 5.29791e-10 3.82861e-09 1.69343e-08 4.82785e-09 2.22862e-09 8.80671e-10 6.48506e-10 6.06923e-10 2.3818e-09 2.17472e-09 6.2941e-09 2.61706e-09 1.85499e-09 7.10798e-10 8.87988e-10 1.0293e-09 8.66979e-10 7.5526e-10 7.64291e-10 9.26028e-10 7.79655e-10
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.12521000000000002 -0.086589999999999986 -0.50059999999999982 0.10338500000000002 0.093705000000000024 0.105645 0.092165000000000011 -0.10224499999999999 0.099660000000000012 -0.09595999999999999 0.089785000000000018 -0.14001499999999997 -0.10664 -0.086304999999999979 -0.085774999999999976 -0.15308499999999997 0.090900000000000009 -0.085024999999999989 0.086950000000000013 -0.10069499999999999 0.098180000000000003 -0.08341999999999998 -0.56368999999999991 0.086110000000000006 0.093615000000000018 -0.065209999999999976 -0.073879999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 9 -9 13 11 -11 -12 15 -13 -7 21 -18 19 -19 -20 -17 -22 24 -24 -26 27 29 -29 -27
right_child=1 2 -4 -5 5 6 -8 8 -10 10 12 14 -14 -15 -16 16 17 18 20 -21 22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=4.5322603838826584e-07 -7.9981203633394675e-07 -5.2623661845462354e-07 5.3674678307894894e-07 4.3958717185432758e-07 5.5557912560288979e-07 -4.2203224397654694e-07 -6.776155098009441e-07 8.8631019775472661e-07 -1.8339786080900922e-07 -3.2471996686922471e-06 1.485543693552865e-06 3.9127770168516481e-07 -7.0457169595144431e-08 1.0101895207852027e-06 -3.9999848398379492e-07 1.1022307904795527e-06 -1.0887602479670022e-06 1.7140063543380917e-06 -1.0038716394634462e-06 -6.456240808461189e-07 5.5806889782200846e-07 -1.0503673203337323e-07 6.8739727587605816e-07 -5.2375165910945047e-07 -6.3945897290111707e-07 5.851888103465668e-07 6.1783756322597593e-07 9.1548042689737497e-07 -3.5298181241419767e-08 -1.3059128381279033e-08
leaf_weight=20 22 21 24 20 20 36 20 28 24 20 22 39 213 22 22 20 20 26 26 20 23 35 22 32 21 22 20 20 21 2220
leaf_count=20 22 21 24 20 20 36 20 28 24 20 22 39 213 22 22 20 20 26 26 20 23 35 22 32 21 22 20 20 21 2220
internal_value=0 -2.9202e-09 2.77374e-09 -1.42114e-09 -4.32729e-09 -6.90896e-10 -4.40679e-09 1.205e-10 3.92599e-07 -6.86406e-09 -1.29144e-07 -7.22026e-07 7.5211e-08 7.96346e-09 1.05899e-07 -5.69425e-10 5.38531e-09 -1.86384e-09 6.92626e-09 6.8808e-07 -5.98395e-09 3.3397e-07 4.822e-09 -5.29001e-10 6.60788e-09 1.63231e-10 5.99565e-09 6.3567e-10 4.28496e-07 -7.18872e-09
internal_weight=0 3101 3079 3055 3035 3014 2994 2974 52 2922 316 81 235 2606 61 2584 2548 2493 2473 46 2427 55 2401 2378 2346 2324 2303 2283 41 2242
internal_count=3121 3101 3079 3055 3035 3014 2994 2974 52 2922 316 81 235 2606 61 2584 2548 2493 2473 46 2427 55 2401 2378 2346 2324 2303 2283 41 2242
is_linear=0
shrinkage=0.1


Tree=8531
num_leaves=31
num_cat=0
split_feature=448 0 46 1456 97 34 9 10 9 43 132 1203 393 50 4 0 0 3 159 484 159 158 159 13 484 1 483 159 2 2
split_gain=4.12712e-10 7.5422e-10 4.80482e-10 4.62999e-10 4.12294e-10 1.26866e-09 1.10693e-09 2.73864e-09 1.5524e-09 7.91455e-10 3.78795e-10 1.0001e-08 5.34363e-09 2.03384e-09 4.0398e-10 8.30188e-10 6.93716e-10 1.24877e-09 3.87604e-10 2.39613e-09 3.53273e-09 5.95778e-09 4.45213e-09 2.63361e-09 1.33298e-09 1.48382e-09 1.36942e-09 1.18936e-09 5.06097e-10 4.00358e-09
threshold=0.068920000000000023 -0.26609999999999995 0.084955000000000017 0.12676500000000004 -0.049229999999999996 -0.057544999999999992 0.091600000000000015 0.094860000000000014 0.082870000000000013 -0.079734999999999986 -0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 0.10924000000000002 -0.09515499999999999 -0.073309999999999986 -0.083154999999999993 0.10395500000000001 0.10126500000000001 0.11109000000000001 0.10635000000000001 0.10545500000000001 0.056795000000000005 -0.078424999999999981 0.093890000000000015 -0.14014999999999997 0.097885000000000014 0.096325000000000008 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 -6 8 -8 10 -3 11 13 18 14 15 -7 17 -17 27 20 21 22 -20 24 26 -26 -22 28 29 -12
right_child=-2 2 -4 -5 5 6 7 -9 -10 -11 12 -13 -14 -15 -16 16 -18 -19 19 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=5.8635302428394267e-07 -4.5280750782694672e-07 -2.3061789323598552e-08 3.5213693612496698e-07 -4.1792581765986583e-07 5.7016661472175654e-07 5.8062127911066115e-07 -1.3385206216298684e-06 1.7217437248616209e-07 8.607105634101096e-07 -7.7414255656549373e-07 -1.1606319296069387e-08 2.1981261504491625e-06 -1.641015731195239e-06 -1.05457263146036e-06 -4.1210708703331992e-07 6.5558747706204859e-08 4.4457644528724433e-07 -7.0862547780616929e-07 1.3512453094898819e-06 -9.2263138071757569e-07 2.5755068177291974e-07 2.2579349069218325e-06 -5.3455165324716029e-07 -1.1036701327579327e-06 -1.6990507265728204e-07 8.053729116451718e-07 -7.5925512714160574e-07 -6.4870432064206646e-07 6.2737283251498133e-08 -1.0505812862654216e-06
leaf_weight=22 20 47 38 27 39 26 21 28 21 20 1546 21 20 20 20 74 24 29 21 20 26 20 31 21 26 39 27 29 760 38
leaf_count=22 20 47 38 27 39 26 21 28 21 20 1546 21 20 20 20 74 24 29 21 20 26 20 31 21 26 39 27 29 760 38
internal_value=0 2.91921e-09 -1.24953e-09 -5.66541e-09 -1.9723e-09 3.60443e-09 -3.9939e-09 -4.75266e-07 4.08318e-09 -2.47265e-07 -2.2555e-09 1.25674e-07 -1.26888e-08 -9.98259e-08 1.05494e-08 6.57987e-08 -3.95981e-08 -1.52415e-07 -1.82435e-10 1.23474e-07 2.22631e-07 7.91163e-07 2.2702e-07 -7.18607e-08 1.11766e-07 4.15262e-07 -2.60445e-07 -1.22198e-08 -4.34519e-09 -3.65312e-08
internal_weight=0 3101 3079 3041 3014 2947 2908 49 2859 67 2838 214 2624 193 173 153 127 103 2604 231 211 72 52 139 118 65 53 2373 2344 1584
internal_count=3121 3101 3079 3041 3014 2947 2908 49 2859 67 2838 214 2624 193 173 153 127 103 2604 231 211 72 52 139 118 65 53 2373 2344 1584
is_linear=0
shrinkage=0.1


Tree=8532
num_leaves=31
num_cat=0
split_feature=481 159 483 479 133 481 481 481 480 480 51 3 1447 1447 1447 481 3 1447 1428 52 1 11 1 155 403 50 4 50 43 52
split_gain=4.22171e-10 8.95717e-10 3.89379e-10 8.08417e-10 2.37669e-09 9.02272e-10 9.14502e-10 1.49041e-09 4.49037e-10 8.47342e-10 5.83416e-10 1.42959e-09 5.21724e-10 2.19937e-09 1.37221e-09 1.22984e-09 7.59412e-10 6.01721e-10 5.34783e-10 7.59504e-10 3.11906e-09 7.6002e-10 2.76668e-09 2.05598e-09 4.9876e-10 2.04855e-09 2.83801e-09 2.52237e-09 1.35012e-09 3.4293e-09
threshold=-0.24133999999999997 0.14029500000000003 -0.47181499999999993 0.097110000000000016 0.08622500000000001 -0.095944999999999989 -0.087424999999999989 -0.085894999999999985 0.10272000000000002 0.095525000000000013 -0.43587999999999999 -0.078084999999999988 -0.086849999999999997 -0.085709999999999995 -0.084334999999999979 -0.078899999999999984 -0.081459999999999991 -0.081469999999999987 -0.020064999999999996 -0.56022499999999986 0.10293500000000001 0.098315000000000013 0.11181500000000001 0.13782500000000003 -0.085284999999999986 0.090630000000000016 -0.079164999999999985 0.089280000000000012 0.055925000000000009 0.10611000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 -8 9 10 11 -9 16 -14 -15 -16 -12 -17 -19 20 -20 23 -23 24 25 27 -27 28 29 -21
right_child=1 -3 3 4 -6 6 7 8 -10 -11 12 -13 13 14 15 17 -18 18 19 21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.5577340818029127e-07 3.8588850744557798e-07 -6.7085811963352179e-07 4.8834853690718058e-07 1.2259948375719219e-07 -1.2512174427570244e-06 -5.9250835212546576e-07 8.4260986157113671e-07 -2.2668026978018522e-07 4.1083436949170739e-07 -6.5525282170852968e-07 7.8663351445129591e-07 9.2682349087557334e-07 -8.9462792049386874e-07 6.9263212765235949e-07 -7.9229700247651633e-07 5.0407414451199106e-07 -8.480916442010767e-08 -4.5240230953688168e-07 -3.5522278990031612e-07 1.188372278983023e-07 1.1815179777840968e-06 -1.1949539458802736e-06 3.3987046303233609e-07 8.9700338565990034e-07 -3.4262794470347504e-08 1.502190918531794e-06 3.0280075082243588e-09 -1.0891529973378056e-06 8.2385942764450319e-07 -9.8628827345237373e-07
leaf_weight=33 26 20 38 34 20 26 21 21 26 20 20 22 28 28 20 23 20 27 28 298 25 23 24 25 2101 23 28 20 22 31
leaf_count=33 26 20 38 34 20 26 21 21 26 20 20 22 28 28 20 23 20 27 28 298 25 23 24 25 2101 23 28 20 22 31
internal_value=0 -3.80635e-09 5.42093e-10 -2.75147e-09 -3.86222e-07 4.17872e-09 -2.05805e-09 3.1922e-09 -2.88006e-09 -6.61888e-09 -2.07822e-09 3.63484e-07 -7.66428e-09 -1.28348e-08 -3.84348e-09 -1.10184e-08 3.50912e-07 -5.22682e-09 -9.60586e-09 -5.09094e-09 3.69655e-07 -1.27447e-08 -4.11214e-07 -5.39461e-09 -1.43363e-08 8.4871e-08 6.79121e-07 3.18168e-09 6.5423e-08 1.47069e-08
internal_weight=0 3088 3068 3042 54 2988 2950 2924 2903 2877 2857 43 2814 2774 2746 2718 40 2698 2675 2648 53 2595 47 2548 2523 422 51 371 351 329
internal_count=3121 3088 3068 3042 54 2988 2950 2924 2903 2877 2857 43 2814 2774 2746 2718 40 2698 2675 2648 53 2595 47 2548 2523 422 51 371 351 329
is_linear=0
shrinkage=0.1


Tree=8533
num_leaves=31
num_cat=0
split_feature=1209 401 1210 1210 1208 1208 132 1185 1203 9 9 3 41 15 2 2 1210 52 3 1447 481 160 1456 1447 1456 483 49 47 47 1
split_gain=3.89425e-10 4.44396e-10 9.97743e-10 4.68931e-10 5.98663e-10 5.19714e-10 4.64656e-10 2.56145e-09 1.43506e-09 4.04585e-10 8.09179e-10 5.74641e-10 4.67938e-10 1.31971e-09 3.94799e-10 6.64374e-09 5.01024e-09 2.67627e-09 7.32108e-09 2.62235e-09 2.48301e-09 1.85434e-09 1.43396e-09 4.05756e-09 2.39137e-09 1.6782e-09 1.54863e-09 1.59737e-09 4.23793e-09 3.15276e-09
threshold=-0.14444499999999996 0.13767000000000004 -0.38516499999999992 -0.12043 0.11846000000000001 0.10480500000000002 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.092410000000000006 0.088235000000000022 -0.014944999999999998 0.086565000000000017 -0.059484999999999989 0.084715000000000013 0.084515000000000021 -0.08453999999999999 0.4099850000000001 -0.070649999999999977 0.059120000000000013 -0.097394999999999995 -0.55248999999999981 0.085790000000000019 -0.086279999999999982 -0.077604999999999993 -0.041389999999999989 0.079765000000000016 0.092165000000000011 0.085770000000000027 0.096255000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 8 -8 -5 10 12 -11 14 -14 15 17 -16 20 -19 21 -9 -18 23 -22 -25 -26 27 28 -27 -29
right_child=1 -3 3 4 -6 -7 7 9 -10 11 -12 -13 13 -15 16 -17 19 18 -20 -21 22 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=4.398439543251698e-07 6.4246314626833128e-07 -4.7269514496406379e-07 -4.6484931317536396e-07 -4.5667105827385335e-08 5.3057973405300025e-07 -5.132717348033111e-07 1.1094097495905381e-06 1.1447279887732976e-06 -8.250465317292697e-07 -2.3544984312846082e-08 -5.8243258761099999e-07 6.6495375340929801e-07 -8.1959402911170641e-08 8.7311973550680233e-07 1.5197012784669411e-06 -1.7032421946320636e-06 -9.7153387251580641e-07 4.4554652291139973e-08 -2.2192381789665206e-06 9.2871254205798932e-07 1.4448267779343383e-06 -3.2124296110094366e-09 -7.2911004372144818e-07 -8.3062258252911385e-07 9.2204676483171567e-07 -1.5141297481657002e-08 7.812020824076172e-07 -1.2672123383363843e-06 1.439562972141825e-06 2.6774815372239876e-09
leaf_weight=20 24 20 22 189 21 20 21 20 27 27 24 22 39 23 22 24 20 50 20 30 20 1770 25 33 21 432 25 29 21 60
leaf_count=20 24 20 22 189 21 20 21 20 27 27 24 22 39 23 22 24 20 50 20 30 20 1770 25 33 21 432 25 29 21 60
internal_value=0 -2.83904e-09 2.10986e-10 -4.83123e-09 -1.49667e-09 -5.2039e-09 -1.80999e-09 9.17502e-09 -1.4309e-07 7.94564e-10 -4.35844e-09 2.85577e-07 8.10628e-10 2.72344e-07 -5.61007e-09 -6.52407e-08 1.96407e-08 -1.32406e-08 -6.02243e-07 1.50808e-09 4.68617e-08 -1.40317e-08 1.38927e-08 4.2871e-08 -2.28058e-09 4.4208e-08 1.16955e-08 -2.37984e-08 5.22953e-08 -4.11107e-07
internal_weight=0 3101 3081 3057 3035 3014 2994 2778 216 2757 2708 49 2684 62 2622 780 1842 756 70 1820 686 1790 666 641 621 588 567 542 453 89
internal_count=3121 3101 3081 3057 3035 3014 2994 2778 216 2757 2708 49 2684 62 2622 780 1842 756 70 1820 686 1790 666 641 621 588 567 542 453 89
is_linear=0
shrinkage=0.1


Tree=8534
num_leaves=31
num_cat=0
split_feature=1208 1208 403 403 1210 401 401 132 15 1185 1186 132 402 402 13 16 133 133 12 480 1447 1454 155 1371 1374 1 43 12 133 42
split_gain=3.78075e-10 7.44297e-10 5.90495e-10 7.39277e-10 7.53234e-10 4.31861e-10 4.39911e-10 3.57159e-10 1.19332e-08 6.03328e-09 1.81668e-09 8.98052e-10 4.13517e-10 1.86852e-09 1.55252e-09 9.96666e-10 4.41893e-10 3.32986e-09 8.44163e-09 2.11287e-09 1.94613e-09 1.88637e-09 1.48318e-09 1.43334e-09 2.16176e-09 5.65294e-09 1.32102e-09 2.52507e-09 2.67355e-09 4.37099e-09
threshold=0.12461500000000002 0.10737500000000001 -0.55276999999999987 -0.5335399999999999 -0.3960249999999999 0.13571500000000003 0.12053500000000002 -0.083284999999999984 0.091915000000000011 -1.0000000180025095e-35 0.0044650000000000011 -0.050879999999999988 -0.45015499999999992 -0.42072999999999994 -0.06977499999999999 -0.072359999999999994 0.091935000000000003 0.090445000000000011 0.088435000000000014 0.10344000000000002 0.059120000000000013 0.10642000000000001 0.10022500000000002 0.084775000000000017 0.086765000000000023 0.089105000000000018 -0.073404999999999984 0.088045000000000012 0.095000000000000015 0.090395000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 8 10 -9 -6 -11 14 -14 -13 -16 17 20 -19 22 21 23 26 24 -15 -26 27 -18 -29 -30
right_child=-2 -3 3 4 5 -7 -8 9 -10 11 -12 12 13 16 15 -17 19 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-3.9879309798453577e-07 -4.3339183662283178e-07 5.3558499666031332e-07 4.414305994702629e-07 -6.1407068027818925e-07 -1.9900801538967068e-08 3.997962787033666e-07 -4.4746284428046325e-07 -1.6967979220117698e-06 2.331225182801559e-06 6.1375773026857894e-07 -1.0060963751086439e-06 -9.1537658837968712e-07 9.6874459984519492e-07 1.6087210598668055e-08 -3.5159807837841913e-07 5.4205215368104598e-07 1.6382234385837871e-07 -2.8203904644133867e-07 2.4078835286900361e-06 -1.054566757829889e-06 -7.2232119851538003e-07 -7.5287465097773074e-07 7.9222450153793035e-07 -6.331776265858825e-07 1.759273208297903e-06 -5.1709671339494884e-07 1.2972242997991688e-07 -1.5334724028074715e-06 4.257965969893456e-07 -1.1231111141439344e-06
leaf_weight=37 20 26 38 20 169 27 22 21 22 24 21 23 20 2035 26 24 72 28 20 22 37 32 20 33 24 20 141 24 38 35
leaf_count=37 20 26 38 20 169 27 22 21 22 24 21 23 20 2035 26 24 72 28 20 22 37 32 20 33 24 20 141 24 38 35
internal_value=0 2.79241e-09 -1.7125e-09 3.12357e-09 -2.42832e-09 1.67666e-09 -1.96344e-09 1.38046e-09 1.26395e-07 -8.36689e-09 -1.28901e-07 4.77509e-09 -6.90723e-10 5.89733e-09 -2.35424e-07 7.7354e-08 -1.56371e-09 1.48793e-08 8.38762e-07 -1.05687e-07 -3.25293e-09 9.15636e-09 -4.24285e-08 2.07023e-08 3.10813e-08 7.2456e-07 -9.6277e-08 -2.84833e-07 -6.17855e-07 -3.1683e-07
internal_weight=0 3101 3075 3038 3000 2980 2953 2931 212 2719 190 2698 2674 2601 73 50 2581 2229 48 352 2181 2144 330 2112 2079 44 310 169 97 73
internal_count=3121 3101 3075 3038 3000 2980 2953 2931 212 2719 190 2698 2674 2601 73 50 2581 2229 48 352 2181 2144 330 2112 2079 44 310 169 97 73
is_linear=0
shrinkage=0.1


Tree=8535
num_leaves=31
num_cat=0
split_feature=394 132 13 129 142 11 34 43 2 0 12 147 150 160 147 150 43 133 133 1375 481 133 484 480 133 133 1447 13 475 2
split_gain=4.14323e-10 6.88515e-09 9.34997e-09 3.81688e-10 3.68041e-10 6.7896e-10 5.1752e-10 8.71328e-10 5.99625e-10 1.70791e-09 1.78446e-09 5.31899e-10 5.4909e-10 2.62856e-09 1.29671e-09 5.85104e-10 1.63131e-09 6.36083e-10 7.71895e-09 3.27235e-09 2.72116e-09 2.27825e-09 2.95697e-09 1.60881e-09 1.349e-09 2.9315e-09 1.3104e-09 2.49005e-09 1.20711e-09 1.36493e-09
threshold=1.0000000180025095e-35 -0.083284999999999984 -0.011289999999999998 0.11091000000000001 -0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.074974999999999986 -0.080614999999999978 -0.080119999999999983 -0.010834999999999999 0.099730000000000027 0.12640500000000002 -0.073679999999999982 0.092070000000000013 0.11156000000000001 -0.082064999999999985 0.09112000000000002 0.090310000000000015 -0.15308499999999997 -0.086219999999999977 0.091580000000000009 -0.085604999999999987 0.11303500000000001 0.089595000000000022 0.088820000000000024 1.0000000180025095e-35 -0.080344999999999986 -0.06562999999999998 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 -7 9 -8 -11 12 14 -14 15 17 -17 18 19 -10 -19 -22 -23 24 25 26 -21 -28 -24 -30
right_child=1 2 -4 -5 5 6 8 -9 11 10 -12 -13 13 -15 -16 16 -18 20 -20 23 21 22 28 -25 -26 -27 27 -29 29 -31
leaf_value=3.8804799705379387e-07 1.6914883190111142e-06 -1.9267850251728067e-06 6.4074797382861996e-07 -3.1684916720200235e-07 -5.8581561148685077e-07 1.5013560711497941e-08 1.0237759387233712e-06 -8.3158977417951971e-07 1.0972861134548482e-06 5.4967144496213929e-07 -6.3359465298162843e-07 4.0899945658214082e-07 3.9133475892273191e-07 -1.017398224150228e-06 6.4173793876329179e-07 -1.0459155134867615e-06 1.2804315601975949e-07 -1.1390088081005464e-06 1.93035308186717e-06 -1.4759684506278954e-08 -1.0976554960961948e-06 1.0088576421670345e-06 6.7537149900111954e-07 -7.0341497582899836e-07 -7.0165696678680409e-07 1.2145570184429744e-06 -1.2000964488834143e-07 1.3641522406260266e-06 2.1134142548618321e-08 -3.421130258259602e-07
leaf_weight=24 23 23 37 39 20 31 22 20 27 26 25 31 26 27 31 20 29 24 21 1935 20 27 21 33 27 20 26 20 311 155
leaf_count=24 23 23 37 39 20 31 22 20 27 26 25 31 26 27 31 20 29 24 21 1935 20 27 21 33 27 20 26 20 311 155
internal_value=0 2.20432e-07 -3.43473e-07 -6.02395e-09 -1.98187e-09 -5.12833e-09 -1.19813e-09 -3.16988e-07 4.34776e-09 2.87324e-07 -3.0361e-08 -2.94905e-09 -7.50991e-09 -3.26322e-07 -1.35883e-09 -8.69903e-09 -3.51124e-07 -2.40777e-09 2.27125e-08 3.52645e-09 -9.73515e-08 -5.05355e-08 -9.79152e-09 -1.08023e-08 4.68051e-10 9.942e-09 -2.21968e-09 5.25278e-07 -6.62669e-08 -9.96884e-08
internal_weight=0 83 60 3038 2999 2975 2955 51 2904 73 51 2831 2800 53 2747 2716 49 2667 2109 2088 558 534 514 2061 2028 2001 1981 46 487 466
internal_count=3121 83 60 3038 2999 2975 2955 51 2904 73 51 2831 2800 53 2747 2716 49 2667 2109 2088 558 534 514 2061 2028 2001 1981 46 487 466
is_linear=0
shrinkage=0.1


Tree=8536
num_leaves=31
num_cat=0
split_feature=132 394 1203 1212 402 402 2 3 43 1209 1208 1209 1209 1212 401 401 1210 1209 43 130 12 2 130 128 1185 130 16 394 43 0
split_gain=4.44834e-10 2.13015e-09 1.88474e-09 3.92391e-10 4.9259e-09 4.43355e-09 2.19499e-09 3.36701e-09 2.5978e-09 9.39878e-10 8.43872e-10 7.01996e-10 4.62064e-10 6.28745e-10 4.8374e-10 9.80819e-10 6.4451e-10 4.81025e-10 4.16317e-10 1.33849e-09 1.22437e-09 1.00441e-09 5.55665e-10 1.05946e-09 1.53062e-09 8.64023e-10 2.20329e-09 1.8865e-09 8.40508e-10 8.15385e-10
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.089544999999999986 0.23460000000000003 0.13924000000000003 0.084715000000000013 -0.081459999999999991 -0.0043399999999999992 0.14268500000000003 0.11198500000000002 -0.087199999999999986 -0.065739999999999979 -0.063924999999999996 -0.46360499999999999 -0.078179999999999986 0.094410000000000008 0.10272000000000002 -0.43469499999999994 -0.22562499999999999 0.094835000000000017 0.089320000000000024 0.097445000000000018 0.10773500000000001 0.091055000000000011 -0.0084099999999999991 -0.08947999999999999 -0.078674999999999981 0.16180500000000003 -0.078244999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 9 6 7 -2 -8 10 11 -5 -13 -14 -15 -16 17 18 20 -20 -17 -22 23 24 25 26 27 -21 -27 -24
right_child=1 -3 -4 4 -6 -7 8 -9 -10 -11 -12 12 13 14 15 16 -18 -19 19 22 21 -23 29 -25 -26 28 -28 -29 -30 -31
leaf_value=-4.4093293964794833e-08 -1.5337850137646975e-06 9.9055839551841598e-07 -1.0631758185297712e-06 5.0546396559119396e-07 -1.4025103660060269e-06 1.5421603217191659e-06 1.2210791270815339e-06 1.5452041671542924e-07 -1.4664039993340893e-07 6.7402152667671641e-07 -6.2901623269204905e-07 -3.3955039027543349e-07 4.7853845391695615e-07 -4.0401221286464499e-07 5.9532476715925701e-07 -1.0376531029976377e-07 -5.6522171860251551e-07 4.5025603322793971e-07 -8.0253882537189856e-07 2.7816116973629811e-07 1.2508457814419671e-07 1.1272849803845021e-06 1.2803654136916975e-08 6.8383220607252641e-07 -8.6925452173147729e-07 -1.6635302659958055e-08 -7.2832679823672415e-08 1.531988698815212e-06 3.5705700550777458e-07 -6.2189231499587548e-07
leaf_weight=196 21 22 20 28 25 20 21 27 41 21 21 39 28 29 28 54 20 24 21 30 20 20 48 23 20 2060 77 20 62 35
leaf_count=196 21 22 20 28 25 20 21 27 41 21 21 39 28 29 28 54 20 24 21 30 20 20 48 23 20 2060 77 20 62 35
internal_value=0 1.02934e-08 -1.38453e-07 2.81305e-09 -5.20383e-09 1.72586e-07 -7.64275e-08 -5.84113e-07 3.16619e-07 7.6014e-09 2.43153e-09 7.36839e-09 2.12134e-09 7.20923e-09 2.11575e-09 6.71282e-09 2.08823e-10 4.70708e-09 4.12629e-10 -7.6864e-09 2.06852e-07 6.26185e-07 -6.58232e-10 8.5464e-09 1.70128e-09 9.44656e-09 2.62807e-07 7.79692e-07 -5.71687e-09 -2.54839e-07
internal_weight=0 2905 216 2883 2753 130 110 48 62 2728 2707 2686 2658 2619 2591 2562 2534 2514 2490 2396 94 40 2375 2292 2269 2249 127 50 2122 83
internal_count=3121 2905 216 2883 2753 130 110 48 62 2728 2707 2686 2658 2619 2591 2562 2534 2514 2490 2396 94 40 2375 2292 2269 2249 127 50 2122 83
is_linear=0
shrinkage=0.1


Tree=8537
num_leaves=31
num_cat=0
split_feature=147 142 45 3 1429 16 12 472 1429 11 9 33 12 147 447 482 1 43 42 4 1184 15 0 49 12 1 0 3 13 48
split_gain=3.74118e-10 1.02227e-09 6.73902e-10 4.80701e-09 7.27723e-10 9.42755e-10 6.86776e-09 3.3808e-09 7.01575e-10 7.00202e-10 8.07862e-10 1.69627e-09 1.47519e-09 6.03331e-10 8.15414e-10 4.9586e-10 1.36469e-09 1.23921e-09 1.25402e-09 1.74963e-09 9.02633e-10 7.68538e-10 1.42827e-09 8.48515e-10 1.05255e-09 1.4102e-09 7.7386e-10 6.8863e-10 8.12539e-10 6.56272e-10
threshold=0.11204500000000002 -0.057499999999999989 0.083445000000000005 0.10299500000000002 -0.23587499999999997 0.63636000000000015 0.090695000000000012 -0.15279499999999999 0.11635000000000001 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 -1.0000000180025095e-35 0.095485000000000014 0.09227500000000001 0.090355000000000005 0.15618500000000002 -0.089499999999999982 0.096450000000000022 -0.023539999999999995 0.089075000000000015 -0.15914499999999995 -0.036484999999999997 0.09567500000000001 0.087995000000000004 0.13707500000000003 -0.23194499999999998 -0.083654999999999993 -0.082759999999999986 0.11013500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 7 -7 -6 9 -9 11 -11 -12 14 15 16 20 -17 19 -19 21 22 23 24 25 -13 -23 -21 -29 -25
right_child=-2 2 3 -5 5 6 -8 8 -10 10 12 13 -14 -15 -16 17 -18 18 -20 27 -22 26 -24 29 -26 -27 -28 28 -30 -31
leaf_value=7.1567461617405576e-07 -3.9329679519066005e-07 5.9087466229898603e-07 -1.5523869399203251e-06 4.9306633050710606e-07 1.2718102517456351e-06 6.6793759603772039e-07 -1.6569672555514598e-06 5.785157294927299e-07 -5.0893709010745596e-07 7.9418754197562268e-07 -1.0271215284687752e-06 -3.8535646621419483e-07 1.7290509219947127e-07 4.2952519958561201e-07 -6.2795233718913691e-07 8.1706446826501643e-07 -8.3547437725428617e-07 1.0055480422786126e-06 -5.1781669033819826e-07 -5.1176567325228464e-07 6.3156096220237403e-07 5.4607625022876727e-07 -1.006150171702913e-06 -9.1566870821679911e-07 5.130675541309415e-07 5.0625050818098316e-07 -2.4770877016385533e-09 -2.0733889098462696e-07 5.7589495374197849e-07 -1.1526505410247843e-07
leaf_weight=20 24 21 20 27 21 27 24 21 27 27 21 68 20 32 21 25 20 22 30 20 22 26 20 20 32 24 2365 27 26 21
leaf_count=20 24 21 20 27 21 27 24 21 27 27 21 68 20 32 21 25 20 22 30 20 22 26 20 20 32 24 2365 27 26 21
internal_value=0 3.04955e-09 -1.58239e-09 -3.77339e-07 4.24618e-09 1.52062e-10 -4.26135e-07 7.50184e-09 -1.53816e-09 3.16967e-09 -1.01249e-09 5.33229e-09 -4.41743e-07 -2.2179e-09 -7.17157e-09 -2.46189e-09 -1.2593e-08 1.7436e-07 4.58189e-08 2.23809e-07 -6.25827e-09 -1.17055e-08 -2.0807e-07 -1.11333e-07 1.9064e-08 -1.52763e-07 3.48794e-09 -1.17835e-08 1.76889e-07 -5.05706e-07
internal_weight=0 3097 3077 47 3030 3009 51 2958 2937 2910 2889 2848 41 2821 2789 2768 2618 150 125 95 2598 2576 185 165 124 92 2391 73 53 41
internal_count=3121 3097 3077 47 3030 3009 51 2958 2937 2910 2889 2848 41 2821 2789 2768 2618 150 125 95 2598 2576 185 165 124 92 2391 73 53 41
is_linear=0
shrinkage=0.1


Tree=8538
num_leaves=31
num_cat=0
split_feature=402 1212 401 132 1185 15 41 33 3 34 34 44 44 123 151 51 156 157 0 0 124 160 151 1 42 47 47 2 12 47
split_gain=3.74198e-10 8.71306e-10 4.26703e-10 4.20011e-10 2.41345e-09 1.30039e-09 4.21038e-10 1.72113e-09 1.38873e-09 4.12356e-10 5.285e-10 4.65499e-10 1.22282e-09 4.23633e-10 4.39398e-10 1.63386e-09 3.34732e-09 4.17917e-09 1.06553e-09 3.12298e-09 1.08289e-09 1.69856e-09 8.11425e-10 7.14362e-10 1.58909e-09 6.03052e-10 5.77938e-09 1.82567e-09 4.6354e-09 1.01532e-09
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.088520000000000015 -0.0066799999999999993 -0.098469999999999988 -0.112215 -0.085644999999999985 0.10049500000000001 0.081805000000000017 -0.078164999999999998 -0.085134999999999975 -0.085734999999999992 0.087515000000000009 -0.086079999999999976 -0.085754999999999984 -0.081584999999999977 -1.0000000180025095e-35 0.085755000000000012 -0.083919999999999981 0.10612500000000001 0.080840000000000009 0.092165000000000011 0.096175000000000024 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -6 -8 -9 -11 12 13 -12 15 -15 17 -17 20 -20 -19 23 -16 24 -22 27 -27 28 -24 -29
right_child=-2 -3 -4 4 6 -7 8 9 -10 10 11 -13 -14 14 22 16 -18 18 19 -21 21 -23 25 -25 -26 26 -28 29 -30 -31
leaf_value=-4.3582445389676507e-08 4.2070162505426974e-07 -6.4479859193376068e-07 4.2153592675712548e-07 1.0765437666902602e-06 7.4699703491792351e-07 -7.8524679262651864e-07 1.3747112612182878e-07 -4.4375884868941288e-07 -8.6863373333610226e-07 5.13231942704806e-07 -4.4163496549484451e-07 -4.0833745484596716e-07 7.4399040799603846e-07 8.0286706267337819e-07 -5.4056355926651787e-07 1.4399504634540158e-06 -9.9609870401552933e-07 -4.3633315865166804e-07 -1.1919608014068216e-06 2.3980613581041046e-07 -7.3976977587748975e-07 1.124370282923337e-06 -1.2269409353393711e-07 5.9904218791085777e-07 3.3899239287254409e-07 -1.7869570274342552e-06 4.9039381701100459e-09 -1.9396589661996527e-09 1.4337018497247211e-06 -5.5302542521343753e-07
leaf_weight=190 21 21 24 21 31 27 34 21 23 20 22 28 22 31 29 23 28 23 25 39 22 21 50 22 36 20 180 2002 31 34
leaf_count=190 21 21 24 21 31 27 34 21 23 20 22 28 22 31 29 23 28 23 25 39 22 21 50 22 36 20 180 2002 31 34
internal_value=0 -2.85063e-09 1.52771e-09 -1.77186e-09 8.48107e-09 -1.35863e-07 5.18945e-10 6.07479e-09 -2.68501e-07 -2.34169e-09 1.08141e-09 -2.72924e-09 1.54032e-09 -4.65145e-09 -9.76512e-10 1.1983e-07 3.12358e-08 1.67565e-07 1.19003e-08 -3.19478e-07 1.82934e-07 3.23955e-07 -1.48801e-08 1.13846e-07 -7.01933e-08 -8.30058e-09 -1.74282e-07 7.38025e-09 4.72964e-07 -1.11425e-08
internal_weight=0 3100 3079 3055 2838 217 2817 2760 57 2729 2708 2688 2660 2638 2616 270 239 211 188 64 124 101 2346 80 58 2317 200 2117 81 2036
internal_count=3121 3100 3079 3055 2838 217 2817 2760 57 2729 2708 2688 2660 2638 2616 270 239 211 188 64 124 101 2346 80 58 2317 200 2117 81 2036
is_linear=0
shrinkage=0.1


Tree=8539
num_leaves=31
num_cat=0
split_feature=421 9 2 33 9 147 448 48 147 456 456 150 4 2 150 42 150 150 1375 51 150 150 454 151 130 10 3 3 3 1
split_gain=3.88111e-10 9.52425e-10 1.36029e-09 1.04692e-09 7.83002e-10 7.05937e-10 1.16566e-09 4.36039e-10 6.44474e-10 4.81333e-10 7.85427e-10 7.80278e-10 4.61809e-09 5.05718e-09 8.52268e-10 4.93936e-09 1.37692e-09 1.0281e-09 2.57159e-09 2.45704e-09 8.55843e-10 8.95463e-10 5.50316e-10 5.79827e-10 5.60176e-10 1.0114e-09 6.01335e-10 3.17794e-09 3.08942e-09 1.70781e-09
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 -0.009184999999999997 0.085555000000000006 0.097985000000000017 1.0000000180025095e-35 -0.09386499999999999 0.090755000000000016 -0.11319999999999998 -0.085409999999999986 0.11156000000000001 -0.010024999999999997 0.097845000000000015 0.10348 0.083995000000000014 0.099590000000000026 0.090480000000000019 0.097315000000000026 0.091000000000000011 0.087865000000000013 0.086135000000000017 -0.081344999999999987 0.086470000000000005 -0.23123999999999997 -0.086389999999999981 -0.0049599999999999991 -0.0096849999999999974 -0.012304999999999998 0.093890000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 -5 9 -9 -11 14 -13 -14 16 -16 17 18 20 -19 21 22 -12 24 -24 -26 27 28 -27 -28
right_child=1 2 -4 4 -6 -7 -8 8 -10 10 11 12 13 -15 15 -17 -18 19 -20 -21 -22 -23 23 -25 25 26 29 -29 -30 -31
leaf_value=-4.3910484635034665e-07 -6.1256148902495108e-07 -3.2227043675447933e-08 1.0742372123218047e-06 -3.5362791371491251e-07 5.8298245399466566e-07 -4.309947475870277e-07 7.1191189303847399e-07 -4.6842758882286779e-07 5.6715622900327387e-07 6.2558991999139833e-07 5.0190576788819194e-07 9.7431970694117351e-07 -1.8087820846036405e-06 1.2802133032404787e-07 1.3629372339516101e-06 -6.4885442527710164e-07 -8.0877083898182414e-07 -1.6802758199422183e-07 -1.1065716204852617e-06 1.2441873182793149e-06 5.753277382434765e-07 -6.6781551161909652e-07 5.2255352898100684e-07 5.3595336737544128e-07 -5.2077925934219442e-07 -1.896556727463788e-08 3.8057807620381264e-07 -1.0430383596826687e-06 1.172318289119093e-06 -6.3834231743461112e-08
leaf_weight=20 28 25 20 35 23 38 23 22 20 20 22 20 26 28 26 23 21 28 21 22 26 20 20 20 38 2077 147 30 22 210
leaf_count=20 28 25 20 35 23 38 23 22 20 20 22 20 26 28 26 23 21 28 21 22 26 20 20 20 38 2077 147 30 22 210
internal_value=0 2.8307e-09 4.59535e-07 -3.89433e-09 1.73404e-09 -2.71479e-09 2.77043e-09 -2.76974e-09 1.45166e-09 -2.46461e-09 1.11097e-09 -3.27596e-09 -3.23748e-07 -8.04514e-07 5.27612e-09 4.18627e-07 -2.15933e-09 4.10735e-09 -4.35929e-09 4.53347e-07 4.43496e-09 -1.26082e-09 3.89428e-09 -3.78829e-10 -4.59528e-09 -8.77237e-09 -9.46035e-10 -2.10858e-08 -6.4795e-09 1.19159e-07
internal_weight=0 3101 45 3056 3028 3005 2967 2944 2909 2889 2867 2847 74 54 2773 49 2724 2703 2653 50 2632 2606 2586 2564 2544 2524 2486 2129 2099 357
internal_count=3121 3101 45 3056 3028 3005 2967 2944 2909 2889 2867 2847 74 54 2773 49 2724 2703 2653 50 2632 2606 2586 2564 2544 2524 2486 2129 2099 357
is_linear=0
shrinkage=0.1


Tree=8540
num_leaves=31
num_cat=0
split_feature=448 0 46 474 2 1429 471 471 154 474 97 374 471 50 50 474 1429 475 39 132 1203 1185 50 43 1427 156 480 2 160 2
split_gain=3.77585e-10 5.76927e-10 4.54081e-10 4.50029e-10 2.91085e-09 6.80934e-10 5.03552e-10 6.82673e-10 4.74249e-10 1.07361e-09 7.47734e-10 8.39259e-10 6.65745e-10 5.63776e-10 7.07499e-10 6.21341e-10 6.64474e-10 1.04452e-09 5.44338e-10 7.45716e-10 9.45856e-09 5.50706e-09 2.01402e-09 8.42547e-10 6.60568e-10 8.52451e-10 6.89854e-10 7.01972e-10 4.19216e-09 3.71744e-09
threshold=0.068920000000000023 -0.26343999999999995 0.084955000000000017 0.11421000000000002 0.11067500000000001 0.11475 0.094575000000000006 0.089900000000000022 1.0000000180025095e-35 -0.25711499999999993 -0.086464999999999986 0.08987500000000001 -0.085064999999999988 0.14026500000000003 0.13522500000000001 -0.090834999999999985 -0.066319999999999976 -0.0056899999999999997 -0.020804999999999994 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.087730000000000016 0.51518000000000008 0.089335000000000012 -0.084629999999999997 0.11471500000000003 0.082850000000000021 -0.52336499999999997 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 8 9 -3 -11 12 -12 14 15 -14 17 -17 -18 20 22 -21 23 -20 25 -23 27 28 -27 -29
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 10 11 -13 13 -15 -16 16 18 -19 19 21 -22 24 -24 -25 -26 26 -28 29 -30 -31
leaf_value=4.1868004831430333e-07 -4.3311337321938487e-07 -7.4075593488487361e-07 3.4184772664054052e-07 -1.2041892810543687e-06 4.627050091440569e-07 4.5739245493336969e-07 -4.8302930250346523e-07 5.3984968580469128e-07 4.5543004125130953e-07 -6.1484908144393556e-07 5.6794755892042309e-07 5.1621757264793789e-07 -4.3600833820241457e-07 -4.2194678430309012e-07 5.0323178026314125e-07 8.7185176993061353e-07 -3.8867222378102226e-07 -2.3241778102089939e-08 -1.9255227670100797e-08 -1.5976007809761293e-06 2.2408980510135735e-06 -5.1828937633520882e-07 -9.7306661224311482e-07 6.7621900186054522e-07 5.0314420025188159e-07 -1.4923416897328849e-06 4.6998168154270088e-07 1.0261018338218896e-06 -5.4935147912734314e-08 -1.1114556473616018e-09
leaf_weight=33 20 20 38 20 22 32 22 23 22 20 20 31 34 33 27 22 38 32 135 22 20 33 21 20 25 21 30 36 600 1649
leaf_count=33 20 20 38 20 22 32 22 23 22 20 20 31 34 33 27 22 38 32 135 22 20 33 21 20 25 21 30 36 600 1649
internal_value=0 2.78828e-09 -1.68513e-09 -5.99346e-09 -3.31054e-07 -1.42433e-09 -6.39123e-09 -2.81725e-09 -7.1049e-09 -1.06271e-08 -5.53737e-09 -1.26e-09 -6.95262e-09 -1.1062e-08 -6.15811e-09 -1.11813e-08 -5.83955e-09 3.41426e-07 -1.29159e-08 -7.44932e-09 1.80145e-07 -2.26681e-08 -5.40311e-08 7.04834e-08 -8.19502e-09 -1.35912e-08 -6.46145e-09 -1.26598e-08 -1.03543e-07 2.08349e-08
internal_weight=0 3101 3068 3030 42 2988 2956 2934 2911 2889 2869 2849 2818 2798 2765 2738 2704 54 2650 2612 196 2416 176 155 2394 2369 2336 2306 621 1685
internal_count=3121 3101 3068 3030 42 2988 2956 2934 2911 2889 2869 2849 2818 2798 2765 2738 2704 54 2650 2612 196 2416 176 155 2394 2369 2336 2306 621 1685
is_linear=0
shrinkage=0.1


Tree=8541
num_leaves=31
num_cat=0
split_feature=401 132 1185 1203 401 42 401 402 2 133 391 129 402 403 393 1212 401 1184 128 1209 402 39 12 33 1 1 9 16 479 1
split_gain=3.76137e-10 4.67036e-10 2.63959e-09 1.52366e-09 4.81023e-10 1.25307e-09 8.76325e-10 5.02852e-10 2.50203e-09 3.77561e-09 2.26844e-09 1.2703e-09 1.12929e-09 1.53472e-09 1.05662e-09 9.25683e-10 2.60803e-09 8.46489e-10 7.86028e-10 6.72174e-10 5.99515e-10 6.26446e-10 1.37698e-09 1.23286e-09 5.68247e-10 9.71165e-09 8.5441e-09 1.02462e-08 4.80092e-09 6.67788e-09
threshold=0.13837000000000002 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11769000000000002 0.089015000000000025 0.11336 0.10708500000000001 0.083715000000000026 -0.054584999999999995 -0.087114999999999984 -0.04689999999999999 0.094750000000000015 0.08332500000000001 0.09389500000000002 -0.092474999999999988 0.10022000000000002 1.0000000180025095e-35 0.11876500000000001 -0.087199999999999986 0.088505000000000014 -1.0000000180025095e-35 -0.029094999999999999 -0.009184999999999997 0.09253500000000002 0.091785000000000019 0.09055500000000001 -0.40995499999999996 0.093525000000000011 0.093575000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 7 10 -9 -10 -4 -12 14 -14 15 -13 17 18 19 -17 21 22 -21 -23 25 -25 28 -28 29 -26
right_child=-2 2 4 -5 5 -7 -8 8 9 -11 11 12 13 -15 -16 16 -18 -19 -20 20 -22 23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-3.8735735311721143e-08 -4.2179585315287634e-07 1.1305479341942937e-06 -1.0641806895961281e-06 -8.415499219227985e-07 -2.445399351690076e-07 7.4384475769404855e-07 -6.438396477377529e-07 9.1280949103169374e-07 4.4788510259812548e-07 -1.2744815660425957e-06 7.6153191628236529e-07 4.843615315053285e-07 -9.8933767486852479e-07 3.4387377034761359e-08 5.5407535916580341e-07 5.5315601579634825e-07 -1.1163466191581913e-06 -6.1483557684286185e-07 6.0328253423139444e-07 -1.6650497241717707e-07 4.0297590578022539e-07 -6.6327929900957131e-07 9.2877823537920981e-07 -1.2362183306107004e-08 -1.6008099472697025e-06 -2.0833351772763386e-06 2.195169225653141e-08 3.086649788812679e-06 1.5134697869712e-06 -1.5654001782771028e-10
leaf_weight=190 21 21 20 27 23 29 21 34 35 20 22 39 27 32 35 22 21 22 22 24 36 29 22 1461 27 23 24 20 20 752
leaf_count=190 21 21 20 27 23 29 21 34 35 20 22 39 27 32 35 22 21 22 22 24 36 29 22 1461 27 23 24 20 20 752
internal_value=0 2.85229e-09 1.35011e-08 -1.38625e-07 5.30476e-09 3.06675e-07 -2.72189e-10 4.5736e-09 2.38448e-07 -1.7843e-07 -3.13559e-09 4.78266e-09 -1.48088e-09 -4.34097e-07 8.33996e-09 8.9037e-10 -6.57711e-09 2.73007e-09 8.20406e-09 2.88222e-09 -2.08334e-09 -8.15417e-09 3.57326e-07 -1.529e-08 -7.21453e-09 -4.44595e-08 5.83507e-08 1.415e-06 -1.63582e-08 -5.56349e-08
internal_weight=0 3100 2883 217 2862 52 2810 2789 89 55 2700 2680 2658 59 2599 2564 2525 2504 2482 2460 2438 2402 46 2356 2327 1484 843 44 799 779
internal_count=3121 3100 2883 217 2862 52 2810 2789 89 55 2700 2680 2658 59 2599 2564 2525 2504 2482 2460 2438 2402 46 2356 2327 1484 843 44 799 779
is_linear=0
shrinkage=0.1


Tree=8542
num_leaves=31
num_cat=0
split_feature=481 133 1447 3 0 481 160 481 481 9 3 33 34 9 481 483 484 2 50 484 484 16 1447 4 49 483 52 15 4 483
split_gain=3.95852e-10 4.55514e-09 5.87958e-09 1.67944e-09 1.63836e-09 6.21427e-10 1.53737e-09 1.09557e-09 5.43131e-10 4.20116e-10 2.96878e-09 9.7521e-10 5.2617e-10 1.11384e-09 3.9913e-10 7.25105e-10 5.30175e-10 1.91178e-09 2.4498e-09 2.68763e-09 1.1105e-09 2.61371e-09 1.40819e-09 1.15683e-09 1.61792e-09 7.91052e-10 2.79384e-09 1.43848e-09 8.70011e-10 1.13814e-09
threshold=-0.086484999999999992 0.087625000000000022 0.059120000000000013 -0.085784999999999986 -0.083914999999999976 -0.08347499999999998 -0.025879999999999997 -0.081334999999999977 -0.079279999999999975 0.091600000000000015 -0.014944999999999998 -1.0000000180025095e-35 -0.08786999999999999 0.037245000000000007 -0.073474999999999985 -0.47101999999999994 -0.093244999999999981 0.083585000000000007 0.079410000000000008 -0.22808999999999999 -0.023814999999999996 0.033715000000000009 -0.051529999999999992 -0.0060199999999999993 -0.008624999999999999 0.10083000000000002 0.12445000000000002 -0.56020999999999987 0.6227450000000001 0.08956500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -2 -7 -9 11 -11 -10 -13 14 -14 -16 17 -17 19 -19 21 22 -18 24 -24 27 -27 -22 29 -29
right_child=5 -3 -4 4 -6 7 -8 8 9 10 -12 12 13 -15 15 16 20 18 -20 -21 25 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-3.9670376949011969e-07 2.567580645518319e-07 1.3196463455684624e-06 -1.5823069785173258e-06 1.140359045166406e-07 1.3283345722925333e-06 6.5763402392349242e-07 -9.4203611722506426e-07 -5.0216777005764675e-07 6.2390339098783448e-07 3.9268595557473419e-07 -1.0172857893207623e-06 4.7293289022174739e-07 3.3854316424206926e-07 -7.5092889630923318e-07 -5.7799376520506493e-07 -4.515948277954025e-07 7.1344029009878803e-07 2.4761538293363277e-07 -3.0296362969769086e-07 1.5972870446603339e-06 -7.9097366875410688e-07 -1.0452599032278693e-06 -4.2473758485944166e-07 -6.0676745767923854e-07 6.144038426837456e-07 -2.2167398009050508e-07 1.1239934216881144e-06 5.7613397111562364e-09 6.4449149509268213e-07 -6.2461889083822141e-07
leaf_weight=23 20 27 22 25 20 25 23 22 25 32 28 23 34 20 22 33 20 36 30 25 23 34 31 42 29 36 27 2314 21 29
leaf_count=23 20 27 22 25 20 25 23 22 25 32 28 23 34 20 22 33 20 36 30 25 23 34 31 42 29 36 27 2314 21 29
internal_value=0 1.80454e-07 -1.61304e-07 2.98432e-07 6.53724e-07 -7.0329e-09 -3.84457e-07 -1.5519e-09 -7.16486e-09 -3.4277e-09 -2.65301e-07 2.07769e-09 -3.41741e-09 -7.32192e-09 -1.98376e-09 -6.19085e-09 -1.58291e-09 2.00442e-07 4.36895e-07 8.0076e-07 -1.11958e-08 -2.69894e-07 -5.3808e-08 -2.04249e-07 7.75141e-08 5.27644e-09 3.55041e-07 -3.95487e-09 3.70225e-09 -2.04106e-09
internal_weight=0 117 90 68 45 3004 43 2961 2936 2914 60 2854 2829 2806 2786 2752 2730 124 91 61 2606 156 122 102 60 2450 63 2387 2364 2343
internal_count=3121 117 90 68 45 3004 43 2961 2936 2914 60 2854 2829 2806 2786 2752 2730 124 91 61 2606 156 122 102 60 2450 63 2387 2364 2343
is_linear=0
shrinkage=0.1


Tree=8543
num_leaves=31
num_cat=0
split_feature=12 130 1 1 40 43 45 3 16 2 15 16 2 16 160 3 4 160 9 10 52 474 2 1 3 3 15 13 10 16
split_gain=3.79008e-10 6.62643e-10 4.05037e-10 1.53341e-09 1.28697e-09 1.43487e-09 7.70811e-10 6.86395e-10 2.0086e-09 9.7422e-09 8.2547e-09 6.48998e-09 3.72868e-09 6.29534e-09 3.10933e-09 2.72828e-09 2.4505e-09 4.27471e-09 1.91138e-09 2.71667e-09 1.76382e-09 1.55709e-09 2.09667e-09 1.73585e-09 1.36208e-09 1.21135e-09 2.54934e-09 1.03624e-09 1.09153e-09 1.01081e-09
threshold=0.23631000000000002 -0.22461999999999996 0.13501500000000002 0.13756000000000004 -0.07632499999999999 -0.063379999999999978 0.094030000000000016 -0.013929999999999998 -0.056919999999999991 -0.020134999999999997 -0.10469999999999999 -0.013324999999999998 0.08647500000000001 -0.14158499999999996 -0.089974999999999986 -0.0096849999999999974 0.0049200000000000008 0.086325000000000013 0.092235000000000011 0.0036750000000000007 -0.0041199999999999995 0.089070000000000024 0.10855000000000002 0.085110000000000005 0.088060000000000013 0.11924500000000002 -0.040804999999999994 -0.16152999999999998 -0.0093599999999999985 -0.014754999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 7 18 9 -9 -10 -12 13 -11 -13 -16 17 -14 19 27 -18 22 23 -17 -25 26 -22 -3 -29 -30
right_child=-2 2 3 4 5 -7 -8 8 10 12 11 14 16 -15 15 21 20 -19 -20 -21 25 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=4.9623533352924256e-07 -4.0444564616415804e-07 -7.2848720037654854e-07 -7.2071544797983878e-07 6.8691179461419116e-07 -9.0268452112240994e-07 2.6751967723145974e-08 -5.5669565656539059e-07 -2.1962523840102221e-06 1.848235442667506e-06 -1.836252167826704e-07 -1.3784946642084825e-06 -8.7424747619024856e-07 4.250165208010431e-08 2.2422295342394707e-06 1.5410538372861994e-06 4.615880540639508e-07 8.7919509328917056e-07 -1.772116960247721e-06 -9.1760959484734336e-07 1.1307420317323357e-06 1.1868974633856296e-07 1.1199877926060254e-06 8.2256316128829588e-07 -1.0349232254534194e-06 -3.6182642067691027e-08 4.4051200488507011e-07 -1.0862285002986027e-06 6.5160547215725737e-07 4.1415925266033948e-08 -9.5079815166975055e-08
leaf_weight=27 23 20 37 23 20 98 24 20 31 23 26 20 34 20 20 37 26 21 23 21 59 20 36 22 36 38 25 25 1366 900
leaf_count=27 23 20 37 23 20 98 24 20 31 23 26 20 34 20 20 37 26 21 23 21 59 20 36 22 36 38 25 25 1366 900
internal_value=0 2.99683e-09 -1.33969e-09 -1.4775e-07 2.60265e-09 -1.3078e-07 7.66862e-09 1.23897e-08 1.17087e-07 -7.37884e-08 3.21816e-07 1.03757e-07 9.87696e-08 9.44679e-07 3.05529e-07 4.43514e-07 -8.04132e-08 -6.50353e-07 -1.04615e-08 -1.51445e-09 1.31389e-07 2.98145e-07 1.72673e-07 -7.36013e-08 -4.15015e-07 -2.798e-08 -2.39917e-07 -1.18032e-08 -5.54672e-09 -1.27969e-08
internal_weight=0 3098 3071 178 141 118 2893 2869 514 266 248 217 246 43 191 171 203 55 2355 2332 148 151 131 95 58 122 84 2311 2291 2266
internal_count=3121 3098 3071 178 141 118 2893 2869 514 266 248 217 246 43 191 171 203 55 2355 2332 148 151 131 95 58 122 84 2311 2291 2266
is_linear=0
shrinkage=0.1


Tree=8544
num_leaves=31
num_cat=0
split_feature=473 47 10 33 47 47 47 46 483 403 146 48 474 2 474 132 1203 1185 2 132 133 42 12 133 403 390 393 484 43 43
split_gain=3.91211e-10 4.03199e-10 4.82085e-09 3.31838e-09 1.18233e-09 6.93712e-10 6.64153e-10 6.16384e-10 1.3609e-09 6.77959e-10 5.56547e-10 1.37195e-09 6.37833e-10 2.55992e-09 5.5099e-10 5.09428e-10 1.09879e-08 5.79119e-09 1.81955e-09 5.64462e-10 4.95082e-10 9.33521e-10 7.01044e-10 5.53292e-10 3.35434e-09 1.66778e-09 8.08888e-10 7.35121e-10 9.74111e-10 2.39447e-09
threshold=-0.23352999999999996 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.091340000000000018 0.089640000000000011 0.096770000000000009 0.10253500000000002 -0.069964999999999986 -0.08231999999999999 0.087720000000000006 -0.11278499999999998 -0.090834999999999985 0.10613000000000002 -0.031869999999999989 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.083385000000000015 -0.050879999999999988 -0.24227499999999996 -0.067534999999999998 0.089410000000000003 -0.14717499999999997 0.085855000000000015 0.088375000000000023 -0.088754999999999987 -0.50340999999999991 0.062770000000000006 0.055925000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 10 -4 8 -8 -10 11 -5 13 -13 -14 16 18 -17 -16 -19 21 -21 -23 24 -22 26 -25 -28 29 -29
right_child=1 2 6 4 -6 -7 7 -9 9 -11 -12 12 14 -15 15 17 -18 19 -20 20 23 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=4.4086206855808997e-07 -1.0611045119427824e-06 1.6067186038526416e-06 -5.3908481407103994e-07 7.8583650080914094e-07 7.6241354165063056e-07 -5.5614627644010159e-07 8.777783270375039e-07 -4.9081348372226332e-07 5.7638916558744316e-07 -3.1834938992203112e-08 -5.1742853459234631e-07 2.354025031081619e-07 4.766634530047516e-07 -1.2041519534293567e-06 -1.0032199589460335e-06 -1.7117469872118821e-06 2.3702889258458983e-06 4.6970116272859748e-07 1.1805446538218595e-08 -2.5033375293552978e-07 -9.9135017268127816e-07 7.9606096104565525e-08 7.0862157860721855e-07 -6.4991371203859674e-07 2.494038893127348e-07 8.2134066641259557e-07 5.1749916543450615e-07 -1.6475581998818955e-08 -3.0045599981784347e-07 7.8506800551430813e-07
leaf_weight=20 30 20 21 22 20 23 20 20 20 219 21 30 24 21 20 20 20 25 151 31 37 34 37 20 53 24 26 1939 115 38
leaf_count=20 30 20 21 22 20 23 20 20 20 219 21 30 24 21 20 20 20 25 151 31 37 34 37 20 53 24 26 1939 115 38
internal_value=0 -2.83522e-09 1.03465e-07 -1.50668e-08 -3.65966e-09 -9.26986e-09 3.24816e-09 4.40689e-08 8.53726e-08 1.90625e-08 -4.62504e-09 -6.17275e-10 -7.10958e-09 -3.57355e-07 -2.76169e-10 -4.69569e-09 1.52482e-07 -1.72096e-08 -1.06911e-07 -2.9638e-09 -7.98361e-09 2.07503e-07 4.07403e-07 -1.77436e-08 -2.60684e-07 -7.63049e-09 -1.69361e-08 -1.09589e-08 -1.75268e-08 -1.06908e-09
internal_weight=0 3101 320 2781 2751 2731 300 279 259 239 2708 2687 2665 51 2614 2590 191 2399 171 2379 2354 102 71 2252 90 2162 2138 2118 2092 1977
internal_count=3121 3101 320 2781 2751 2731 300 279 259 239 2708 2687 2665 51 2614 2590 191 2399 171 2379 2354 102 71 2252 90 2162 2138 2118 2092 1977
is_linear=0
shrinkage=0.1


Tree=8545
num_leaves=31
num_cat=0
split_feature=129 42 1184 1 42 10 9 39 484 1 13 2 1 40 1 124 2 14 158 14 46 40 4 151 2 51 2 456 151 48
split_gain=4.05283e-10 2.5196e-09 1.55439e-09 4.34848e-10 1.11597e-09 7.37785e-10 1.74625e-09 1.205e-09 7.29078e-10 2.5364e-09 1.38837e-09 6.87697e-10 6.19879e-10 1.23946e-09 8.56912e-10 1.17453e-09 7.03845e-10 4.82886e-10 1.89469e-09 1.35737e-09 7.13424e-10 5.82705e-10 1.17236e-09 7.13148e-10 1.96717e-09 3.83558e-09 2.82912e-09 2.39167e-09 1.62961e-09 2.35224e-09
threshold=-0.077709999999999987 -0.015274999999999999 0.089075000000000015 0.12656000000000003 -0.018024999999999996 0.0036750000000000007 0.088235000000000022 0.0046100000000000004 0.090535000000000018 0.15964000000000003 -0.093219999999999983 -0.023999999999999997 0.13756000000000004 -0.07632499999999999 0.13534000000000004 -1.0000000180025095e-35 0.14753000000000002 -0.31455999999999995 -0.47382999999999992 -0.46825999999999995 0.084955000000000017 -0.083564999999999987 -0.0086549999999999978 -0.085134999999999975 0.087015000000000023 -0.085384999999999989 0.085785000000000014 0.087635000000000005 -0.16761999999999996 -0.072824999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 11 -7 9 12 -10 -2 14 -14 15 -6 -15 19 -19 -13 21 22 -20 24 26 -26 -23 28 -27 -30
right_child=2 -3 -4 4 8 7 -8 -9 10 -11 -12 17 13 16 -16 -17 -18 18 20 -21 -22 23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-1.1252916109361606e-06 5.440050048359051e-07 2.8438342973835519e-07 8.23736375079791e-07 -7.8976210565305447e-07 4.6868571403161737e-07 9.1789333717552725e-07 -8.4567908752812098e-07 -1.17306381949592e-07 9.6225633436243577e-08 1.0328515292650827e-06 -1.0429970546965706e-06 -2.1462891969089731e-07 7.3259075954658996e-07 -4.490061453519529e-07 -7.265344991935763e-07 -4.3959134198904133e-07 2.1554515617102273e-07 -9.6858146292788649e-07 1.8758969298856798e-08 9.3647829316978456e-07 6.0340976489214885e-07 1.5112085198263862e-07 -8.6575307284914275e-07 -6.0451672921252911e-09 1.501560332826557e-06 -5.3170037119798511e-08 -1.1808374260315602e-06 -5.7396277785461718e-07 -1.4617077035629999e-07 1.1155433676574628e-06
leaf_weight=21 24 32 23 23 24 23 24 22 23 22 20 21 22 34 30 35 30 20 43 20 20 52 23 2291 25 50 23 34 22 45
leaf_count=21 24 32 23 23 24 23 24 22 23 22 20 21 22 34 30 35 30 20 43 20 20 52 23 2291 25 50 23 34 22 45
internal_value=0 -2.74167e-07 4.74059e-09 -1.44558e-09 -1.24352e-07 1.01736e-08 3.57036e-09 4.11796e-07 -6.0584e-08 2.08457e-08 -4.33645e-07 1.10831e-08 -1.06378e-07 8.50831e-08 -2.91385e-07 -7.01227e-08 -1.37498e-07 6.32661e-09 1.05358e-09 3.46887e-07 8.43285e-09 3.87014e-09 -2.8948e-07 1.14866e-08 1.71508e-07 3.54258e-07 -2.57346e-07 1.64308e-07 3.78848e-07 7.01249e-07
internal_weight=0 53 3068 3045 263 2782 2737 45 240 197 43 2713 175 86 89 59 64 2689 2648 41 2628 2608 66 2542 251 176 75 151 117 67
internal_count=3121 53 3068 3045 263 2782 2737 45 240 197 43 2713 175 86 89 59 64 2689 2648 41 2628 2608 66 2542 251 176 75 151 117 67
is_linear=0
shrinkage=0.1


Tree=8546
num_leaves=31
num_cat=0
split_feature=1429 156 1426 1428 4 51 4 474 2 154 1456 1429 0 11 4 52 44 156 33 97 9 47 47 47 124 34 132 481 132 151
split_gain=3.73557e-10 1.10564e-09 3.96112e-10 4.05268e-10 4.23214e-10 1.38606e-09 3.26186e-09 8.67175e-10 7.74081e-10 5.33431e-10 7.007e-10 8.47835e-10 4.57256e-10 8.42091e-10 6.82806e-10 1.29566e-09 7.37231e-10 1.705e-09 6.12235e-10 5.83092e-10 1.04293e-09 6.19552e-10 6.05749e-09 3.8746e-09 6.41089e-10 7.27665e-10 6.59778e-10 1.89219e-09 3.75901e-09 6.11085e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.085619999999999988 0.090025000000000008 -0.50427999999999995 -0.14283999999999999 -0.52556499999999995 -0.42010499999999995 0.093680000000000013 0.084190000000000001 0.11510000000000002 0.11181500000000001 0.16094000000000003 -0.011194999999999998 -0.37944499999999992 0.029970000000000007 0.099360000000000018 -0.093169999999999989 -0.009184999999999997 -0.084639999999999979 -0.087464999999999987 0.094160000000000008 0.096770000000000009 0.090920000000000015 0.10545000000000002 -0.083689999999999987 0.082230000000000011 -0.00058999999999999992 0.090650000000000022 -0.0038099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 -6 -7 10 11 12 13 -9 15 -15 17 -16 -19 -20 -21 23 -23 24 25 -22 -27 -28 29 -29
right_child=1 -3 3 -5 7 6 -8 9 -10 -11 -12 -13 -14 14 16 -17 -18 18 19 20 21 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-4.106097600759478e-07 -4.4548438093983123e-07 7.440317597229296e-07 4.042368028121603e-07 3.2995112022533522e-07 6.6032170963126203e-07 -2.2567956115099584e-07 -1.0966915298440284e-06 5.8467256587846358e-07 6.4360228133608646e-07 -4.8009318692513025e-07 4.481216412191965e-07 -5.8184741692457472e-07 -4.2267940716556047e-07 -5.0223020810247569e-08 8.9693266350617974e-07 9.6709374777977567e-07 -5.9541379457749871e-07 -5.0020710477838297e-07 -5.0431616142285076e-07 7.2075750068734134e-07 -6.1376121450962274e-07 1.7709866245327467e-06 -3.242479793456092e-09 -1.4060221400313822e-06 5.4183496688762853e-07 1.0040586998432806e-08 6.9249032741896854e-07 4.1567420406739655e-08 -4.9532832552602558e-08 -2.3736111648808845e-06
leaf_weight=22 20 20 28 37 20 21 37 25 20 23 35 25 25 31 21 21 21 25 23 20 20 21 230 20 21 2058 23 22 166 20
leaf_count=22 20 20 28 37 20 21 37 25 20 23 35 25 25 31 21 21 21 25 23 20 20 21 230 20 21 2058 23 22 166 20
internal_value=0 2.9165e-09 -1.8975e-09 1.00271e-09 -3.02479e-09 -1.99304e-07 -4.15959e-07 4.11018e-09 1.9836e-07 -4.21671e-10 3.41837e-09 -2.06599e-09 3.08671e-09 6.90455e-09 1.67683e-09 3.60616e-07 -5.20803e-09 -6.00477e-10 -7.66237e-09 -3.00518e-09 1.39396e-09 -4.13747e-09 1.45199e-07 -2.00879e-08 -8.19145e-09 -1.31939e-08 -7.94643e-09 -1.68194e-07 -2.63366e-07 -1.10852e-06
internal_weight=0 3099 3079 3059 3022 106 78 2916 41 2896 2873 2838 2813 2788 2763 52 2711 2690 2669 2644 2621 2601 251 2350 2330 2309 2289 231 208 42
internal_count=3121 3099 3079 3059 3022 106 78 2916 41 2896 2873 2838 2813 2788 2763 52 2711 2690 2669 2644 2621 2601 251 2350 2330 2309 2289 231 208 42
is_linear=0
shrinkage=0.1


Tree=8547
num_leaves=31
num_cat=0
split_feature=33 472 1429 1425 52 3 1 157 475 157 13 133 160 157 160 157 474 15 160 133 52 2 480 480 1429 4 2 1447 12 1447
split_gain=4.04688e-10 3.96894e-10 8.20269e-10 4.66722e-10 5.81832e-10 1.47157e-09 1.10678e-09 4.14503e-10 4.80787e-09 3.27754e-09 2.57732e-09 1.26195e-09 4.88574e-09 9.24042e-10 2.35548e-09 1.34641e-09 8.00986e-10 1.03958e-09 5.33831e-10 3.81443e-09 5.36727e-09 5.51e-09 1.4624e-09 8.13573e-10 7.34515e-10 6.83096e-10 3.43536e-09 8.45274e-10 4.64506e-09 1.48435e-09
threshold=-0.0066799999999999993 -0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.55692499999999978 -0.085784999999999986 0.10293500000000001 -0.086284999999999987 -0.085774999999999976 -0.083699999999999983 -0.086254999999999984 0.085195000000000007 -0.089549999999999991 -0.081889999999999991 -0.082179999999999989 -0.080544999999999992 0.088290000000000021 -0.082809999999999981 -0.52439499999999983 0.090445000000000011 0.4099850000000001 0.083715000000000026 0.11303500000000001 0.10272000000000002 0.11181500000000001 -0.50690499999999983 0.095195000000000016 -0.085709999999999995 0.083985000000000018 -0.084549999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 -6 -9 -10 16 -13 14 -11 -15 17 -12 19 20 21 -17 23 24 25 26 -20 28 -27 -29
right_child=1 2 3 -5 7 -7 -8 9 10 13 11 12 -14 15 -16 18 -18 -19 22 -21 -22 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=3.4311688871050993e-07 -4.0885504593764683e-07 5.9434118646134706e-07 -6.2239046201284513e-07 -4.5386835283337579e-07 -1.5762614306627905e-06 8.6076404175872572e-07 4.1704779857268257e-07 9.9152142636405726e-07 9.6629371614653801e-07 -1.2383413124304016e-06 8.6666108984445615e-07 5.3907600488400937e-07 -1.6204740296126891e-06 7.1275965292618198e-07 1.8560080252864982e-07 1.7494042425751517e-06 -4.1333304920954108e-07 -2.8188204577713193e-08 2.4009747675871784e-07 1.4189094967843544e-06 -1.0991462595415435e-06 -2.2983016706872991e-07 -8.7157160237438809e-07 5.3289568018886644e-07 -5.2829164042732055e-07 1.5221254598559013e-06 -1.3083455331999848e-06 -8.3189997894805862e-07 -3.0373748424943572e-07 -6.6463256441281252e-09
leaf_weight=34 24 23 20 23 21 27 21 33 25 21 20 20 22 26 26 22 23 37 38 21 33 39 20 27 28 22 23 22 38 2342
leaf_count=34 24 23 20 23 21 27 21 33 25 21 20 20 22 26 26 22 23 37 38 21 33 39 20 27 28 22 23 22 38 2342
internal_value=0 -3.77891e-09 -6.04954e-10 -5.10619e-09 -1.68507e-09 2.87512e-07 -8.99953e-08 -8.35357e-09 -1.6089e-07 8.61124e-10 4.13063e-08 -1.4824e-07 -5.92117e-07 -1.10355e-08 -4.50629e-07 -3.38611e-09 8.4795e-08 2.85794e-07 -1.03468e-08 2.00424e-07 -7.17905e-08 4.83992e-07 -1.9815e-08 -1.31083e-08 -1.89746e-08 -1.32358e-08 -3.43742e-07 -4.91863e-09 3.65746e-07 -1.43264e-08
internal_weight=0 3087 3063 3040 3017 68 41 2949 168 2781 147 122 42 2748 47 2701 80 57 2675 115 94 61 2560 2540 2513 2485 61 2424 60 2364
internal_count=3121 3087 3063 3040 3017 68 41 2949 168 2781 147 122 42 2748 47 2701 80 57 2675 115 94 61 2560 2540 2513 2485 61 2424 60 2364
is_linear=0
shrinkage=0.1


Tree=8548
num_leaves=31
num_cat=0
split_feature=1429 471 474 474 0 474 1212 401 1212 402 3 160 0 13 50 0 12 0 12 11 402 52 2 157 4 15 0 15 0 43
split_gain=4.60032e-10 7.11848e-10 8.64957e-10 3.96671e-10 1.80599e-09 6.82634e-10 3.55797e-10 6.91596e-10 6.98034e-10 5.99867e-10 4.4479e-10 1.45521e-09 1.27388e-09 2.64495e-09 1.27253e-09 9.87195e-10 9.76622e-10 1.81306e-09 1.5774e-09 2.04589e-09 1.36873e-09 1.67567e-09 1.33484e-09 1.30317e-09 1.84851e-09 1.36818e-09 1.26239e-09 2.98047e-09 1.35047e-09 1.12713e-09
threshold=0.12521000000000002 -0.085064999999999988 -0.42010499999999995 -0.090834999999999985 -0.087794999999999998 -0.031869999999999989 -0.53159999999999996 0.13729500000000003 0.15049500000000002 0.13628000000000004 -0.094874999999999987 0.41446500000000003 0.10455500000000001 -0.055129999999999992 -0.46943999999999991 0.048635000000000005 0.10832500000000002 -0.082619999999999985 0.089005000000000015 0.077695000000000014 0.087035000000000015 -0.090114999999999987 0.089885000000000007 -0.04831499999999999 -0.026489999999999996 0.083490000000000023 0.051010000000000007 0.050935000000000008 -0.082184999999999994 -0.014584999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 8 9 10 11 16 14 -14 -12 -16 18 -18 19 20 21 -8 -21 -20 25 29 27 -23 -29 -25
right_child=-2 2 3 5 -6 6 7 -9 -10 -11 12 -13 13 -15 15 -17 17 -19 23 22 -22 26 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-5.2412599886180876e-07 4.7806696557017858e-07 6.2610842674489093e-07 4.071432618686577e-07 5.8365833496054623e-07 -8.2933531799695899e-07 -4.2288410380564305e-07 -3.6242856224003174e-07 5.4654120558354964e-07 -5.6512703203927894e-07 3.9499626766607774e-07 -6.016921109303692e-07 9.1770074050145923e-07 -1.4142606207201426e-06 5.1694047265016252e-08 -9.9053790314189502e-09 5.7724033773599238e-07 -9.8096255896962247e-07 1.0995840048403458e-07 -2.1219100136550951e-07 -1.1706328441126365e-06 -6.7773427645079212e-07 1.5668512920304541e-06 -1.6243133651297002e-07 1.6724319656142533e-06 2.9269289861017049e-08 3.5522703472875864e-07 -4.564132804094506e-08 -4.2483140134663704e-07 7.1054748270233345e-07 6.4819501181483998e-07
leaf_weight=26 20 22 21 20 27 20 38 23 22 38 36 20 20 32 2281 29 25 39 37 24 20 24 29 21 61 44 38 20 22 22
leaf_count=26 20 22 21 20 27 20 38 23 22 38 36 20 20 32 2281 29 25 39 37 24 20 24 29 21 61 44 38 20 22 22
internal_value=0 -3.07682e-09 1.3288e-09 -3.17338e-09 -2.88376e-07 1.38227e-09 -2.51908e-09 3.16439e-10 -3.95384e-09 2.74174e-10 -4.93035e-09 8.25141e-08 -2.25797e-08 -5.12135e-07 -1.17285e-08 -2.53429e-09 4.65147e-08 -3.16183e-07 1.04546e-07 -7.96614e-08 9.67809e-08 2.05868e-07 -6.18975e-07 3.18625e-07 4.5133e-07 7.47257e-07 4.13514e-07 6.77876e-07 1.69891e-07 1.1484e-06
internal_weight=0 3101 3075 3053 48 3005 2985 2965 2942 2920 2882 484 2398 52 2346 2310 464 64 400 215 162 142 53 185 148 87 104 66 42 43
internal_count=3121 3101 3075 3053 48 3005 2985 2965 2942 2920 2882 484 2398 52 2346 2310 464 64 400 215 162 142 53 185 148 87 104 66 42 43
is_linear=0
shrinkage=0.1


Tree=8549
num_leaves=31
num_cat=0
split_feature=1429 156 401 1212 0 15 1212 0 129 1212 1213 1212 159 1212 0 1212 132 393 1203 1213 1213 401 0 133 1213 1213 16 474 403 402
split_gain=3.9682e-10 1.05435e-09 3.71653e-10 4.70428e-10 1.02915e-09 2.50142e-09 1.10644e-09 1.76494e-09 1.46994e-09 1.86376e-09 9.32733e-10 9.24905e-10 4.04628e-09 3.21218e-09 2.39958e-09 1.0115e-09 5.65558e-10 1.77627e-09 1.51541e-09 6.7312e-10 6.3e-09 5.47515e-09 2.27379e-09 4.09096e-09 9.54182e-10 1.07076e-09 6.26607e-10 1.18495e-09 5.70112e-10 8.92451e-10
threshold=-0.23752499999999996 0.32523500000000005 0.13837000000000002 0.091580000000000009 -0.072594999999999979 0.095175000000000023 0.12799000000000002 -0.079634999999999997 0.080675000000000011 0.10083000000000002 -0.020279999999999996 0.087615000000000012 -0.017094999999999996 0.087295000000000011 -0.084384999999999988 0.086140000000000008 -0.083449999999999983 0.12069000000000002 0.085960000000000023 -0.085284999999999986 -0.090764999999999985 0.113945 -0.086834999999999982 -0.13941499999999998 -0.22748999999999997 -0.43370499999999995 0.63636000000000015 0.11787500000000002 0.10692500000000002 0.10645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 5 6 7 8 9 -5 -11 13 -13 15 -14 16 18 19 -2 20 22 26 23 -18 25 -24 27 28 29 -21
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 -12 12 14 -15 -16 -17 17 -19 -20 21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.2320497341692811e-07 -4.1887196864259499e-08 7.2672420742492255e-07 -4.2094824496394901e-07 9.4633446875692393e-07 -3.2091035460792375e-07 1.2237812538644548e-06 -4.6361535197547712e-07 1.0659907803959153e-06 -6.6322203066833518e-07 3.695570761746716e-07 -5.4302010852325113e-07 -1.5605961709752594e-06 -6.0956704231784905e-07 1.2619051517503978e-06 9.2093909681726216e-07 -6.4318180329792086e-07 2.5341355862822282e-07 9.0262549706081199e-07 -7.9902781335849937e-07 -1.6630187258127076e-09 1.6217441271875873e-06 -1.6604478523873924e-06 3.4482971775486801e-07 -1.6770668018074004e-06 6.7193718062223226e-07 -5.6737464071623187e-07 -4.2512528424635206e-07 7.5507482966670412e-07 -4.5632440012005408e-07 5.2216657378046498e-07
leaf_weight=22 152 20 21 26 38 23 28 21 22 21 24 20 20 20 21 25 23 22 32 2255 26 20 31 21 30 22 34 21 27 33
leaf_count=22 152 20 21 26 38 23 28 21 22 21 24 20 20 20 21 25 23 22 32 2255 26 20 31 21 30 22 34 21 27 33
internal_value=0 3.00278e-09 -1.69823e-09 1.18085e-09 1.48271e-07 2.56325e-07 9.9624e-08 2.37963e-07 5.09895e-08 2.72295e-07 -1.17151e-07 -9.27773e-09 -3.94484e-07 -8.67712e-10 1.74351e-07 -9.97206e-09 -4.21351e-09 7.93481e-09 -1.73564e-07 1.94666e-10 2.03536e-07 -1.28226e-08 -8.68055e-08 -6.67952e-07 2.21272e-07 -3.38211e-08 1.08141e-09 7.28476e-09 5.01352e-10 5.89222e-09
internal_weight=0 3099 3079 3058 203 165 142 114 93 71 45 2855 61 2794 41 2774 2749 2565 184 2543 153 2390 127 44 83 53 2370 2336 2315 2288
internal_count=3121 3099 3079 3058 203 165 142 114 93 71 45 2855 61 2794 41 2774 2749 2565 184 2543 153 2390 127 44 83 53 2370 2336 2315 2288
is_linear=0
shrinkage=0.1


Tree=8550
num_leaves=31
num_cat=0
split_feature=472 472 132 1211 393 1203 1429 157 157 0 2 157 155 155 475 2 1454 1429 0 156 51 156 156 156 1371 1374 49 49 49 376
split_gain=4.10552e-10 7.85984e-10 3.80062e-10 9.96843e-09 5.27353e-09 1.54938e-09 3.77606e-10 7.8991e-10 3.77056e-10 9.23154e-10 1.28103e-09 7.04402e-10 6.23441e-10 6.88364e-10 4.94038e-10 7.83282e-10 7.64499e-10 6.39863e-10 4.00001e-09 1.08694e-09 3.78124e-09 1.39988e-09 7.04845e-10 2.12829e-09 1.69252e-09 2.06955e-09 8.93166e-10 4.90202e-09 3.33648e-09 9.47683e-10
threshold=-0.38234499999999999 -0.095174999999999996 -0.083284999999999984 0.085535000000000014 0.12679500000000002 0.089165000000000008 0.12387000000000002 0.41580000000000006 0.088145000000000015 -0.067094999999999988 0.095040000000000013 0.0092650000000000024 0.11562500000000002 0.091145000000000018 0.016915000000000003 0.097220000000000015 0.11906000000000001 -0.026244999999999997 -0.088099999999999984 0.091255000000000017 -0.083574999999999997 0.089725000000000013 0.087720000000000006 0.087400000000000019 0.084775000000000017 0.087855000000000016 0.11475 0.10877000000000002 0.12595000000000003 0.084620000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 -3 7 8 11 10 -10 12 13 14 16 -16 17 18 -4 21 -21 22 23 24 25 26 27 29 -28 -19
right_child=1 2 4 -5 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 15 -17 -18 19 -20 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-4.1200214582204355e-07 5.6163576755352554e-07 4.9895113659585144e-09 5.1623511581055943e-07 2.2537579330617065e-06 -1.6292051884647663e-06 -9.2304429667677822e-07 -4.1235291150924662e-07 5.521948748511162e-07 -3.3371062331015485e-07 -6.1490207431468072e-07 6.0436663934145453e-07 4.6452103767295956e-07 -5.0771771521832922e-07 4.7271607217585516e-07 -7.1870712758936861e-07 1.2864659510114509e-07 5.913575571205663e-07 -1.0579572911565597e-08 -1.4174499366959026e-06 1.5576881605738891e-06 -5.6021586738955557e-08 -8.3871472781993368e-07 4.4686132810056739e-07 -1.0074384861235602e-06 -8.3168806762993579e-07 7.6471496489223997e-07 -1.0745324953770958e-06 1.5752982523054017e-06 3.0938202274206257e-08 3.4906319505978446e-07
leaf_weight=24 25 179 23 20 20 20 22 26 37 34 24 33 24 31 24 20 22 2039 20 20 53 20 35 21 24 36 36 20 113 76
leaf_count=24 25 179 23 20 20 20 22 26 37 34 24 33 24 31 24 20 22 2039 20 20 53 20 35 21 24 36 36 20 113 76
internal_value=0 3.19538e-09 -1.34922e-09 1.25605e-07 -1.10944e-08 -8.82802e-08 3.28943e-10 3.55875e-09 -1.56316e-09 -1.9736e-07 3.5369e-08 5.35158e-09 -3.51312e-10 4.27337e-09 -1.30761e-09 -3.33546e-07 4.4072e-09 -6.84636e-10 -3.83153e-07 5.9123e-09 3.86091e-07 -5.55589e-09 1.3871e-09 -5.20555e-09 3.7735e-09 1.24162e-08 5.5861e-10 1.70787e-08 -2.36155e-07 2.34376e-09
internal_weight=0 3097 3072 219 2853 199 2833 2811 2785 95 61 2690 2657 2633 2602 44 2558 2536 43 2493 73 2420 2400 2365 2344 2320 2284 2135 149 2115
internal_count=3121 3097 3072 219 2853 199 2833 2811 2785 95 61 2690 2657 2633 2602 44 2558 2536 43 2493 73 2420 2400 2365 2344 2320 2284 2135 149 2115
is_linear=0
shrinkage=0.1


Tree=8551
num_leaves=31
num_cat=0
split_feature=1429 474 157 474 0 474 11 157 155 3 2 142 11 148 147 147 9 9 34 104 2 147 148 2 46 14 156 131 1184 1
split_gain=4.10085e-10 6.99534e-10 7.11234e-10 4.44841e-10 1.79364e-09 4.30098e-10 4.28168e-10 3.03477e-09 1.80237e-09 9.25796e-10 9.2773e-10 4.1393e-10 6.96575e-10 5.62184e-10 9.10908e-10 1.53743e-09 5.60538e-10 8.37939e-10 5.83183e-10 1.72944e-09 9.19869e-10 6.01979e-10 5.76269e-10 5.33223e-10 4.43741e-10 8.32797e-10 1.62714e-09 7.91329e-10 7.07502e-10 9.02257e-10
threshold=0.12521000000000002 -0.45463999999999999 0.32331500000000007 -0.090834999999999985 -0.087794999999999998 -0.031869999999999989 0.088065000000000018 -0.051074999999999988 0.11198500000000002 -0.14847999999999997 0.11093500000000002 -0.057499999999999989 -0.014494999999999999 0.099425000000000013 0.097985000000000017 0.092070000000000013 0.092410000000000006 0.088235000000000022 -0.097449999999999981 0.083745000000000014 -0.080614999999999978 0.08789000000000001 -0.083779999999999979 0.091265000000000013 0.084955000000000017 -0.22253999999999999 0.09747500000000002 0.13695500000000002 0.089075000000000015 0.12656000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 8 -8 11 10 -9 -7 -13 14 15 16 17 18 -14 20 -20 22 -22 -23 25 26 -24 28 29 -27
right_child=-2 2 -4 5 -6 6 7 9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 19 -21 21 23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=-5.7811758140468604e-07 4.5135704695553614e-07 3.9079142766240693e-07 5.809821085936815e-07 4.3246351597388088e-07 -8.7975079941315934e-07 4.5233267059074939e-07 1.3004917150283292e-06 2.8909405963767548e-08 -8.5378837633243169e-07 3.9972009801658715e-07 -8.696833720023279e-07 -5.6471413785175177e-07 5.20049511145598e-07 4.8209350490916838e-07 -5.7147879043587382e-07 8.1595677643334694e-07 4.2486492427921507e-07 -6.3900558654408778e-07 6.5719496925945963e-07 -9.3541931704521637e-07 4.0196673580794598e-07 7.2842922804738919e-09 -7.7142617276429541e-07 -6.9184920950722999e-07 3.3724149728653642e-07 -4.4882648465754976e-10 2.6204812741070783e-07 4.9170053770808411e-07 5.8347586957552271e-07 -2.9488656694561668e-07
leaf_weight=21 20 20 21 23 25 20 20 27 25 25 20 22 21 24 28 23 30 21 21 20 35 20 39 24 37 2303 25 32 20 109
leaf_count=21 20 20 21 23 25 20 20 27 25 25 20 22 21 24 28 23 30 21 21 20 35 20 39 24 37 2303 25 32 20 109
internal_value=0 -2.91694e-09 1.00488e-09 -2.97666e-09 -3.15065e-07 1.68293e-09 -1.62966e-09 2.10758e-07 -8.36979e-09 -9.1946e-08 -3.5347e-07 -1.01577e-09 -4.1927e-09 1.61628e-10 -3.95745e-09 1.75859e-09 -5.03377e-09 -9.76313e-09 -4.87988e-09 -8.98547e-09 -2.03287e-09 -7.26879e-09 -1.06154e-09 -3.74061e-07 -6.56095e-09 -1.15929e-08 -3.67725e-07 -2.34267e-09 -8.84324e-09 -1.37547e-08
internal_weight=0 3101 3080 3059 45 3014 2991 92 2899 72 47 2874 2854 2832 2808 2780 2757 2727 2706 2685 2665 2644 2600 44 2565 2528 64 2464 2432 2412
internal_count=3121 3101 3080 3059 45 3014 2991 92 2899 72 47 2874 2854 2832 2808 2780 2757 2727 2706 2685 2665 2644 2600 44 2565 2528 64 2464 2432 2412
is_linear=0
shrinkage=0.1


Tree=8552
num_leaves=31
num_cat=0
split_feature=472 472 401 402 52 402 402 401 42 42 2 2 4 2 1210 484 52 42 12 43 49 42 42 480 42 42 160 42 42 131
split_gain=3.88004e-10 6.62293e-10 3.64229e-10 5.44551e-10 1.48423e-09 1.16001e-09 4.66599e-10 6.58724e-10 4.80915e-10 2.43924e-09 1.70949e-09 3.81487e-09 3.94596e-09 3.71079e-09 1.89324e-09 1.83959e-09 2.20133e-09 1.58971e-09 1.42789e-09 9.25596e-10 8.32443e-10 7.9439e-10 9.05471e-10 8.51676e-10 7.57965e-10 2.25552e-09 1.8766e-09 2.78197e-09 1.57678e-09 1.43726e-09
threshold=-0.38234499999999999 -0.095174999999999996 -0.47263499999999997 -0.46267499999999995 0.039215000000000007 -0.43418999999999991 -0.41217999999999994 -0.099524999999999988 0.097640000000000018 0.096450000000000022 0.094095000000000012 0.089320000000000024 -0.081224999999999978 0.10097500000000002 -0.00064999999999999986 0.090535000000000018 0.10160000000000001 0.095885000000000012 0.095330000000000012 -0.05647499999999999 0.10347500000000003 0.095185000000000006 0.094365000000000018 0.11387000000000001 0.091295000000000015 0.090990000000000015 -0.073679999999999982 0.091735000000000025 0.090395000000000017 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7 -8 9 17 11 12 -10 -12 -14 16 20 21 -16 -20 -15 22 23 24 25 28 -26 -28 -9 -29
right_child=1 2 3 5 -6 6 7 8 10 -11 13 -13 14 15 18 -17 -18 -19 19 -21 -22 -23 -24 -25 26 -27 27 29 -30 -31
leaf_value=-4.0053847574957517e-07 5.157158075235202e-07 -3.891171530767679e-07 9.5113283848712906e-07 -6.8129545479678205e-07 -2.5256766505776796e-07 4.8411971860673479e-07 -5.2228948561605652e-07 -2.491825208502557e-09 1.0942549883727606e-06 -8.6549151438413742e-07 1.3776810169880655e-06 -1.1248297094502665e-06 -1.0677280562276792e-06 2.3763163744964519e-07 4.5199083251791545e-07 -6.7657467279029035e-07 1.1217894593755774e-06 7.6304702234766525e-07 8.2678992825435678e-08 -8.7939996632258052e-07 -3.8753552280874308e-07 -5.2873303820104349e-07 5.0273184797333676e-07 5.3886035544792321e-07 3.7521126167965644e-07 8.5886526420608792e-07 -1.386866557936628e-06 1.2862232443922039e-07 -6.2095591784684854e-07 -8.7441504405205704e-07
leaf_weight=24 25 24 21 25 20 20 24 2229 31 33 28 31 20 89 39 24 25 27 20 20 28 29 35 28 35 30 25 50 42 20
leaf_count=24 25 24 21 25 20 20 24 2229 31 33 28 31 20 89 39 24 25 27 20 20 28 29 35 28 35 30 25 50 42 20
internal_value=0 3.0963e-09 -1.07541e-09 1.98004e-09 3.63962e-07 -2.95553e-09 2.73142e-09 -5.19006e-10 3.74324e-09 -1.12557e-08 1.12876e-07 -1.28007e-07 1.09697e-07 3.12785e-07 -1.98599e-07 1.33164e-07 2.70021e-07 -2.00866e-10 2.14332e-08 -3.9836e-07 8.8019e-08 -8.3688e-09 -2.31805e-09 -9.50664e-09 -1.58227e-08 -2.5504e-09 -2.50742e-07 -4.81356e-07 -1.39297e-08 -1.5796e-07
internal_weight=0 3097 3072 3048 41 3007 2982 2962 2938 2583 355 161 130 194 99 166 142 2550 79 40 117 2523 2494 2459 2431 2301 130 95 2271 70
internal_count=3121 3097 3072 3048 41 3007 2982 2962 2938 2583 355 161 130 194 99 166 142 2550 79 40 117 2523 2494 2459 2431 2301 130 95 2271 70
is_linear=0
shrinkage=0.1


Tree=8553
num_leaves=31
num_cat=0
split_feature=1429 156 1429 157 1429 1429 475 1429 155 155 2 160 133 481 1446 1447 2 483 403 45 11 9 33 1 151 2 151 1373 151 156
split_gain=3.62146e-10 9.87218e-10 3.60189e-10 1.78766e-09 9.21569e-10 4.53439e-10 5.68307e-10 7.55621e-10 6.30866e-10 4.02561e-10 1.42355e-09 4.47114e-10 4.14407e-09 5.48555e-09 2.27666e-09 9.05218e-10 6.69141e-09 2.34663e-09 1.87413e-09 5.41561e-10 2.76094e-09 6.75284e-10 1.6682e-09 1.41962e-09 4.53587e-10 2.06949e-09 6.92388e-10 6.54424e-10 1.48647e-09 4.82868e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.08262499999999999 -0.049319999999999996 -0.060529999999999994 -0.011139999999999999 0.051590000000000004 0.12387000000000002 0.12862000000000004 0.099270000000000011 0.095040000000000013 -0.52439499999999983 0.089980000000000018 -0.085749999999999979 0.087455000000000019 -0.086279999999999982 0.08622500000000001 0.087520000000000014 -0.56738999999999995 0.094030000000000016 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 0.13075500000000004 0.10561000000000002 0.091265000000000013 0.092070000000000013 -1.0000000180025095e-35 0.06617000000000002 0.087610000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 7 8 9 11 -11 12 13 -7 -15 16 -13 -18 -17 20 -20 22 -22 -23 26 -26 27 -24 29 -29
right_child=1 -3 4 -5 5 6 -8 -9 -10 10 -12 15 -14 14 -16 18 17 -19 19 -21 21 23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-4.0430144785184234e-07 2.2803558414885573e-07 7.0316191681740746e-07 5.0585880183954639e-07 -9.2777004110560139e-07 -4.5545357455590758e-07 -1.3560801614858064e-06 3.7943365476586715e-07 -6.0252774005675755e-07 5.5918373050189988e-07 -9.4193888259042077e-07 1.3353038443852939e-07 -1.8145899223624569e-06 1.5036001332191518e-06 9.2782197198302028e-07 -1.7497763939772062e-07 9.2110078627043057e-07 -3.0938840029174722e-07 1.0503389356648023e-06 1.0242883091721594e-06 -4.4317212336711778e-07 7.7770424653593832e-07 -9.5377580934204493e-07 -5.4505359354033829e-07 1.0652163943295331e-07 9.783086843147735e-07 -2.2050006565324213e-07 -5.7775786921545411e-07 -2.8109481829635726e-08 7.7395286979253797e-07 1.680461446881268e-07
leaf_weight=22 32 20 36 23 22 25 39 21 20 20 32 22 20 36 39 22 30 22 26 28 27 23 23 28 24 36 22 2224 24 133
leaf_count=22 32 20 36 23 22 25 39 21 20 20 32 22 20 36 39 22 30 22 26 28 27 23 23 28 24 36 22 2224 24 133
internal_value=0 2.85972e-09 -1.68917e-09 -2.55301e-07 2.92348e-09 -3.13598e-09 2.19041e-10 -4.8337e-09 -5.14506e-10 -4.39322e-09 -2.80112e-07 6.65835e-10 1.89562e-07 -7.32454e-08 3.54366e-07 -7.68625e-09 -3.52637e-07 2.65881e-07 1.98284e-09 -5.74084e-09 -1.01186e-09 -1.14088e-08 -4.09788e-09 -3.71652e-07 -1.25889e-08 2.59023e-07 -1.93064e-08 -1.41958e-08 -9.06782e-09 -1.70409e-08
internal_weight=0 3099 3079 55 3024 2988 2966 2927 2906 2886 52 2834 120 100 75 2714 74 52 2640 2618 2590 2564 2513 51 2486 60 2426 2404 2381 2357
internal_count=3121 3099 3079 55 3024 2988 2966 2927 2906 2886 52 2834 120 100 75 2714 74 52 2640 2618 2590 2564 2513 51 2486 60 2426 2404 2381 2357
is_linear=0
shrinkage=0.1


Tree=8554
num_leaves=31
num_cat=0
split_feature=156 475 401 1210 0 16 1208 1210 12 3 128 128 14 1454 0 13 13 403 2 1 12 0 11 2 3 3 15 402 13 0
split_gain=4.27709e-10 6.97199e-10 3.42001e-10 4.93477e-10 7.959e-10 9.33239e-10 5.62758e-10 7.57938e-10 1.16135e-08 3.9127e-10 1.27158e-09 3.5604e-09 1.37974e-09 1.15892e-09 1.15329e-09 2.16933e-09 1.14679e-09 8.2677e-10 1.00485e-09 2.44314e-09 1.75564e-09 1.82519e-09 1.77927e-09 1.46354e-09 1.24727e-09 1.61724e-09 1.0933e-09 1.06926e-09 1.32273e-09 1.40271e-09
threshold=0.3248100000000001 0.13528000000000004 0.13837000000000002 0.0028200000000000005 -0.069954999999999976 -0.08231999999999999 0.092250000000000013 -0.095909999999999981 0.088245000000000004 -0.094874999999999987 0.085955000000000018 0.097615000000000021 0.080160000000000023 0.11906000000000001 0.10455500000000001 -0.055129999999999992 -0.10278499999999999 0.096440000000000012 0.11548000000000001 0.11181500000000001 0.099400000000000002 -0.059114999999999994 0.088065000000000018 0.094095000000000012 -0.24190499999999995 -0.15327499999999997 0.087960000000000024 0.083170000000000008 -0.080759999999999985 -0.080434999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 7 8 -1 10 12 -12 17 14 -11 -16 -14 18 20 -20 22 -22 23 26 -25 -26 27 28 -9 -30
right_child=-2 -3 -4 4 -6 -7 -8 9 -10 13 11 -13 16 -15 15 -17 -18 -19 19 -21 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-1.3150073548538125e-06 -4.2962957373358385e-07 5.7743755573504867e-07 -4.028963030713212e-07 3.856458330310195e-07 7.6165712088864401e-07 -4.9051873418193282e-07 -4.0286649274483878e-07 3.1972135708976432e-07 1.7801791555198349e-06 -5.7807725785541607e-09 1.5327016886398531e-06 -2.5025234341076919e-07 -8.7971244511209082e-10 -7.4520222597129766e-07 -1.2984636208557278e-06 3.7369755083941972e-08 -1.0717615127475712e-06 -5.319872359775348e-07 -1.1032769345382059e-06 1.6931999198277482e-07 2.3210355297780757e-07 1.272100264823503e-06 -7.7682926393376687e-07 -4.0821777929522798e-08 1.4810132381084952e-06 2.7936248171063961e-07 5.7738679424801382e-07 4.7093077228364274e-07 -1.027944999615708e-06 -1.5271987946225928e-07
leaf_weight=22 23 21 21 31 22 20 35 27 27 2333 21 24 20 22 20 31 20 21 22 48 45 27 23 25 21 24 25 23 30 47
leaf_count=22 23 21 21 31 22 20 35 27 27 2333 21 24 20 22 20 31 20 21 22 48 45 27 23 25 21 24 25 23 30 47
internal_value=0 3.19965e-09 -7.1943e-10 2.04422e-09 2.58919e-07 4.20519e-08 -4.24203e-09 4.90624e-10 3.90504e-07 -6.10152e-09 7.50578e-08 5.81793e-07 2.41581e-08 -2.27314e-08 -1.60643e-08 -4.86486e-07 -5.36321e-07 7.91069e-08 1.12267e-07 -2.30639e-07 1.87988e-07 6.22102e-07 6.04111e-08 1.47152e-07 5.25506e-07 8.40133e-07 -2.70897e-08 -1.46081e-07 -2.82536e-07 -4.93717e-07
internal_weight=0 3098 3077 3056 73 51 2983 2948 49 2899 493 45 448 2406 2384 51 40 408 387 70 317 72 245 222 70 45 152 127 104 77
internal_count=3121 3098 3077 3056 73 51 2983 2948 49 2899 493 45 448 2406 2384 51 40 408 387 70 317 72 245 222 70 45 152 127 104 77
is_linear=0
shrinkage=0.1


Tree=8555
num_leaves=31
num_cat=0
split_feature=1429 471 474 1 1 10 1 1447 1 1 480 3 160 457 0 150 1453 43 158 484 39 484 159 13 1 1 2 15 155 1
split_gain=3.98933e-10 5.96828e-10 7.07524e-10 3.69229e-10 8.2839e-09 8.04102e-09 7.39906e-09 3.07377e-09 2.95083e-09 2.72582e-09 1.36389e-09 2.29312e-09 1.0852e-09 1.15819e-09 1.34888e-09 1.08288e-09 8.84246e-10 8.77985e-10 8.75459e-10 1.86022e-09 2.86888e-09 1.00449e-09 2.7919e-09 1.99725e-09 1.04034e-09 7.0037e-09 2.0471e-09 1.93814e-09 2.29835e-09 1.63792e-09
threshold=0.12521000000000002 -0.085064999999999988 -0.42010499999999995 0.092845000000000025 0.09202500000000001 -0.0026549999999999994 0.093400000000000025 0.059120000000000013 0.094090000000000021 0.094715000000000008 0.10344000000000002 -0.075634999999999994 -0.43215499999999996 0.11612500000000002 -0.26609999999999995 0.11819500000000001 -0.049419999999999992 -0.23714499999999997 0.10737500000000001 0.10126500000000001 0.12768500000000002 -0.017214999999999998 -0.24499999999999997 -0.077799999999999994 0.107145 0.10587000000000001 0.10060500000000001 -0.091604999999999978 0.090695000000000012 0.096860000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -5 10 -8 -10 -7 -12 -11 14 -14 16 -16 -18 19 20 21 23 -23 -19 25 26 29 -28 -29 -24
right_child=-2 2 3 6 -6 7 8 -9 9 12 11 -13 13 -15 15 -17 17 18 -20 -21 -22 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=-4.7996140619506357e-07 4.451932885274346e-07 5.662400734639629e-07 -1.9991570366073576e-06 -1.8262928066455377e-06 1.6431480297056155e-06 1.2893192599112038e-08 1.1079100703603256e-06 9.3160206551503847e-07 -1.0905697626147534e-06 6.1372960544758828e-07 9.7173008741484749e-08 -1.2242654737093519e-06 -8.44890926254309e-07 5.4184478711965101e-07 5.8497205156440723e-07 5.7791988723465697e-07 3.6592008864000643e-07 1.0351991843139251e-06 -6.9308959093442972e-07 -9.8339862485116484e-07 1.1014486341580432e-06 -1.2873409468738829e-06 2.6262468603969563e-07 -1.5146394672056714e-07 5.4128060824064578e-09 -1.8373799807704927e-06 -3.905035592310924e-07 1.540909020258412e-06 4.3036199315338312e-08 -6.4752531757064925e-07
leaf_weight=26 20 22 20 23 31 1957 23 36 24 27 29 24 21 34 21 28 43 23 24 22 21 20 30 37 391 25 20 21 20 58
leaf_count=26 20 22 20 23 31 1957 23 36 24 27 29 24 21 34 21 28 43 23 24 22 21 20 30 37 391 25 20 21 20 58
internal_value=0 -2.86133e-09 1.17269e-09 -2.8992e-09 2.05817e-08 -3.76469e-09 -5.44048e-08 1.57406e-08 -1.07248e-08 -3.8998e-08 -6.62874e-10 -5.01214e-07 -1.0513e-08 -3.01341e-08 -5.37066e-08 -3.30414e-08 -5.50863e-08 -7.28893e-08 -9.93904e-08 -7.868e-08 -4.87944e-08 -8.62442e-08 -1.2621e-07 3.03424e-07 -8.51081e-08 -2.8852e-07 -2.86442e-08 4.16553e-07 8.10239e-07 -3.37247e-07
internal_weight=0 3101 3075 3053 2097 2066 956 2046 933 910 2010 53 886 859 825 804 776 755 712 688 666 645 585 60 565 174 149 61 41 88
internal_count=3121 3101 3075 3053 2097 2066 956 2046 933 910 2010 53 886 859 825 804 776 755 712 688 666 645 585 60 565 174 149 61 41 88
is_linear=0
shrinkage=0.1


Tree=8556
num_leaves=31
num_cat=0
split_feature=1209 401 1210 1210 1208 1208 132 1185 1203 1209 41 33 3 1209 2 1210 1210 1429 156 13 13 52 484 158 12 12 12 16 12 3
split_gain=3.35036e-10 4.79882e-10 7.21968e-10 3.9282e-10 5.33427e-10 4.10792e-10 3.71879e-10 2.64873e-09 1.37307e-09 3.74176e-10 3.58019e-10 1.80662e-09 1.22557e-09 3.78279e-10 8.35344e-10 6.73755e-10 1.50805e-09 3.38415e-10 9.96552e-10 4.31967e-10 2.58196e-09 2.12029e-09 1.25284e-09 1.69915e-09 1.48409e-09 1.51293e-09 1.72541e-09 1.36458e-09 8.36257e-10 6.93958e-10
threshold=-0.14444499999999996 0.13767000000000004 -0.38516499999999992 -0.12043 0.11846000000000001 0.099975000000000008 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.090519999999999975 0.088520000000000015 -0.0066799999999999993 -0.098469999999999988 0.088060000000000013 0.085155000000000022 -0.079504999999999978 -0.064344999999999999 -0.23752499999999996 0.32523500000000005 0.095710000000000017 0.084330000000000016 -0.54906499999999991 0.090535000000000018 0.10046000000000001 0.10408500000000002 0.10911500000000002 0.12757000000000002 -0.092484999999999984 1.0000000180025095e-35 -0.16726499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 8 -8 -5 -9 11 -11 -12 15 -15 -13 -17 -18 19 20 29 -21 23 24 27 -26 -27 -23 -29 -19
right_child=1 -3 3 4 -6 -7 7 9 -10 10 12 13 -14 14 -16 16 17 18 -20 21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=4.0797284725613283e-07 5.4686522948562313e-07 -4.9088995012880332e-07 -4.2478783732555962e-07 -3.1912223254531458e-08 5.0154811950570942e-07 -4.0787689340504589e-07 1.1278342158437314e-06 -4.3048052056349206e-07 -7.942737908634897e-07 7.6788455258323551e-07 1.3702302092443621e-07 -4.354726386108294e-07 -8.0813109266471097e-07 6.4924026089231903e-07 -8.3567394670223749e-08 8.4410399354272246e-07 -4.1654713172079029e-07 5.3591918680981703e-07 6.9950254101058827e-07 9.7000205239685152e-07 -9.2952778363870757e-07 7.4328958612162362e-07 -6.3656130530139656e-07 9.5235805236457279e-07 -1.0723426915622745e-06 5.1698870720429121e-07 -6.9727829748506509e-07 -3.4363036763208682e-07 3.1553012372015497e-07 -1.6265856312153093e-08
leaf_weight=20 24 20 22 189 21 25 21 20 27 31 34 36 23 28 35 21 20 23 20 26 31 35 26 21 21 25 22 38 39 2177
leaf_count=20 24 20 22 189 21 25 21 20 27 31 34 36 23 28 35 21 20 23 20 26 31 35 26 21 21 25 22 38 39 2177
internal_value=0 -2.63434e-09 5.3512e-10 -3.75403e-09 -7.02052e-10 -4.20147e-09 -8.25131e-10 9.01929e-09 -1.27207e-07 4.8182e-10 3.63674e-09 8.92105e-09 -2.44355e-07 2.24621e-11 2.42125e-07 -5.88705e-09 1.89602e-10 -6.83187e-09 -3.55939e-09 -9.22011e-09 -2.32631e-08 1.14614e-07 1.66396e-08 1.01133e-07 1.82364e-09 -3.66685e-07 -5.13916e-08 2.25561e-07 -9.76986e-09 -1.0493e-08
internal_weight=0 3101 3081 3057 3035 3014 2989 2773 216 2752 2732 2675 57 2644 63 2581 2545 2524 2504 2484 2231 253 227 201 180 68 47 112 77 2200
internal_count=3121 3101 3081 3057 3035 3014 2989 2773 216 2752 2732 2675 57 2644 63 2581 2545 2524 2504 2484 2231 253 227 201 180 68 47 112 77 2200
is_linear=0
shrinkage=0.1


Tree=8557
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 132 52 2 16 16 15 42 1200 43 133 3 133 43 3 133 133 394 390 133 394 1185 129 43 129 1212 1213
split_gain=4.11783e-10 1.00528e-08 5.11928e-09 1.94418e-09 4.37534e-10 4.18894e-10 6.2198e-10 4.77204e-10 1.04197e-09 5.48475e-10 4.43402e-10 4.09992e-10 4.81434e-10 5.46692e-10 1.34296e-09 6.6901e-10 5.02944e-10 1.4808e-09 5.70076e-10 5.5646e-10 5.56847e-10 1.15522e-09 8.86881e-10 7.46286e-10 5.54279e-10 5.80409e-10 2.53166e-09 9.11584e-10 5.59224e-10 7.57439e-09
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.050879999999999988 0.090645000000000017 0.095040000000000013 -0.097644999999999996 -0.090344999999999995 0.084655000000000022 -0.012324999999999997 0.092250000000000013 0.16180500000000003 -0.27466499999999994 -0.080484999999999987 -0.50375999999999987 0.10915000000000001 -0.013929999999999998 -0.22627999999999995 -0.16271999999999995 -0.12099999999999998 0.090205000000000007 -0.14757499999999998 -0.089309999999999987 0.08790000000000002 0.093420000000000017 -0.084359999999999991 0.090540000000000023 -0.089544999999999986 -0.090764999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -4 7 -7 -1 -9 10 -10 12 16 14 -14 -16 18 -18 -6 -20 -21 22 -22 -24 25 27 -27 28 29 -25
right_child=2 -3 4 -5 11 6 -8 8 9 -11 -12 -13 13 -15 15 -17 17 -19 19 20 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=3.8571737434267559e-07 -1.5296122280067888e-06 2.212618167483188e-06 4.1000205544496397e-07 -1.0232431066015125e-06 5.3118465530133104e-07 6.9588752275251405e-07 -9.2769482762378175e-08 -7.6326896386288742e-07 4.1315400056061799e-07 -3.158289642409987e-07 -1.3202963506076826e-07 -4.5326030246428672e-07 4.9199497873571599e-07 6.5253547774091205e-07 1.333120286517442e-07 -6.4979678775500822e-07 -9.9602948580468362e-07 5.7820870367208956e-08 -4.9444929940556867e-07 4.8945736847125099e-07 4.806440989306949e-07 -7.6183537998986151e-07 -6.1450474433399913e-07 -4.44654304384461e-07 -5.1284120599705472e-07 -2.5008577735669793e-07 9.0148249153035727e-07 -6.1876508610225762e-07 -8.6425749052718853e-09 1.5306830495849985e-06
leaf_weight=20 22 21 26 20 20 20 20 22 35 35 26 20 43 22 20 24 20 40 23 23 38 20 20 55 21 42 35 24 2314 30
leaf_count=20 22 21 26 20 20 20 20 22 35 35 26 20 43 22 20 24 20 40 23 23 38 20 20 55 21 42 35 24 2314 30
internal_value=0 1.32231e-07 -9.97288e-09 -8.84165e-08 1.63548e-09 1.66202e-08 3.01559e-07 -6.59708e-08 -1.42528e-07 -2.7494e-10 1.80781e-07 -2.08475e-09 1.09927e-09 2.07181e-07 9.45621e-08 -2.93838e-07 -7.14399e-09 -2.93463e-07 -6.97788e-10 -4.71958e-09 -4.23708e-10 -4.75894e-09 1.11215e-09 -6.05913e-09 -1.23211e-09 3.0654e-09 2.73354e-07 -5.52405e-09 6.10916e-10 2.52524e-07
internal_weight=0 219 2902 198 2880 178 40 138 118 96 61 2854 2834 109 87 44 2725 60 2665 2645 2622 2599 2579 2541 2521 2500 77 2423 2399 85
internal_count=3121 219 2902 198 2880 178 40 138 118 96 61 2854 2834 109 87 44 2725 60 2665 2645 2622 2599 2579 2541 2521 2500 77 2423 2399 85
is_linear=0
shrinkage=0.1


Tree=8558
num_leaves=31
num_cat=0
split_feature=156 475 1204 1186 133 132 50 393 1203 0 2 3 15 2 47 10 33 47 47 484 1 51 47 1 47 13 49 1366 475 157
split_gain=4.01866e-10 5.89457e-10 3.76294e-10 5.29357e-10 2.20052e-09 1.22502e-09 1.36873e-08 9.29636e-09 8.00747e-10 6.88651e-10 3.98669e-10 9.97887e-10 4.86292e-10 4.56703e-10 3.91108e-10 4.30134e-09 3.64695e-09 1.03605e-09 9.86801e-10 6.77768e-10 9.05221e-10 6.13098e-10 7.46388e-10 1.70162e-09 5.95676e-10 5.94159e-10 7.91386e-10 5.70367e-10 4.91973e-10 5.70496e-10
threshold=0.3248100000000001 0.13528000000000004 0.053645000000000005 0.057025000000000006 -0.025314999999999994 -0.083284999999999984 0.10022000000000002 0.11333500000000001 0.085960000000000023 -0.087974999999999984 0.10097500000000002 -0.06977499999999999 0.084510000000000016 0.084415000000000004 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.097970000000000015 0.09055500000000001 -0.078424999999999981 0.087325000000000014 -0.40274499999999996 0.10843500000000002 0.099990000000000009 0.11370000000000001 -0.080759999999999985 0.14321000000000003 -0.082814999999999986 0.061570000000000007 0.39282000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 6 8 14 10 -5 11 12 13 -1 16 -16 -7 -17 27 20 -19 -21 23 -23 -24 -26 -27 -18 29 -29
right_child=-2 -3 -4 4 -6 7 -8 -9 -10 -11 -12 -13 -14 -15 15 17 18 19 -20 21 -22 22 24 -25 25 26 -28 28 -30 -31
leaf_value=7.4420714213374597e-08 -4.1644873461969525e-07 5.3110702592242709e-07 3.519289672719121e-07 -1.766447183333759e-07 -8.8432206300209973e-07 -1.1660084291415169e-06 2.7231555407070122e-06 -2.1609521502341525e-06 -5.7011496619452369e-07 4.7041780611568266e-07 -2.4590408421382954e-07 7.0911026810449591e-07 2.5578197751736513e-07 -5.699275356298793e-07 1.5275957719040889e-06 -6.1909457175583315e-07 5.0297191220041981e-07 1.6719553087796159e-07 6.2767352028458848e-07 6.0541425284554872e-07 -7.842353156561899e-07 -2.3065168018267565e-08 -5.3370602637931535e-07 1.093452456622063e-06 3.8932939873754525e-07 1.4915392755808302e-07 -5.3718641908062641e-07 -7.7829707204159556e-09 -3.6547913955593304e-07 4.8229067909725631e-07
leaf_weight=22 23 21 30 38 34 27 20 20 25 29 35 24 34 22 20 24 22 20 25 25 20 39 22 21 33 42 28 2314 38 24
leaf_count=22 23 21 30 38 34 27 20 20 25 29 35 24 34 22 20 24 22 20 25 25 20 39 22 21 33 42 28 2314 38 24
internal_value=0 3.10043e-09 -5.03124e-10 -3.97308e-09 -2.29083e-07 3.74452e-09 2.55042e-07 -1.28026e-08 -4.96632e-08 1.03427e-07 4.53098e-08 1.45236e-07 -2.82636e-08 -2.47753e-07 2.85449e-09 1.11839e-07 -1.02237e-08 8.49939e-09 2.65547e-09 6.87484e-08 -3.0852e-07 1.40609e-07 7.77975e-08 3.67716e-07 -6.13633e-08 3.95254e-08 -1.25382e-07 -3.86057e-09 -8.55346e-09 -2.75227e-09
internal_weight=0 3098 3077 3047 101 2946 182 2764 162 67 137 102 78 44 2744 294 2450 274 2423 250 40 210 185 60 125 103 70 2398 2376 2338
internal_count=3121 3098 3077 3047 101 2946 182 2764 162 67 137 102 78 44 2744 294 2450 274 2423 250 40 210 185 60 125 103 70 2398 2376 2338
is_linear=0
shrinkage=0.1


Tree=8559
num_leaves=31
num_cat=0
split_feature=393 33 9 3 34 11 10 16 10 10 48 0 0 13 2 2 16 13 3 52 51 4 13 13 3 13 402 3 2 48
split_gain=4.75255e-10 3.61256e-10 6.14038e-10 2.48563e-09 7.6074e-10 1.06917e-09 1.16632e-09 1.50817e-08 6.11842e-09 1.09126e-09 4.83643e-10 4.55586e-10 2.31196e-09 1.53619e-09 3.00716e-09 1.3869e-09 7.05441e-10 4.64058e-10 1.51978e-09 1.41536e-09 8.4229e-10 1.51865e-09 6.88831e-10 2.84182e-09 1.76397e-09 1.75382e-09 1.26981e-09 8.69549e-10 1.05841e-09 6.1854e-10
threshold=0.12679500000000002 -0.044254999999999996 0.091600000000000015 -0.13309499999999996 -0.08786999999999999 -1.0000000180025095e-35 -0.0093599999999999985 -0.056919999999999991 -0.092019999999999977 -1.0000000180025095e-35 0.085790000000000019 0.12358500000000001 0.10455500000000001 0.10002500000000002 0.10882500000000002 0.10559 0.15891500000000003 -0.17933499999999997 0.10893000000000001 0.08257500000000001 0.092235000000000011 -0.0039549999999999993 -0.097224999999999992 -0.099939999999999987 -0.071799999999999989 -0.093219999999999983 0.081585000000000019 -0.14989499999999997 0.089885000000000007 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 7 8 10 -8 -7 12 17 14 15 16 -13 18 -11 20 21 -20 23 24 27 26 -24 -19 -29 -27
right_child=-2 2 3 -5 5 6 9 -9 -10 11 -12 13 -14 -15 -16 -17 -18 22 19 -21 -22 -23 25 -25 -26 29 -28 28 -30 -31
leaf_value=4.000075586480472e-07 4.0294304622436581e-07 5.6013372855545646e-07 4.8555512741834472e-07 -8.8668801410993625e-07 -6.9968603239348428e-07 4.6716440300025913e-07 -7.474671100737851e-07 2.1126619947242633e-06 -1.9469119427824245e-06 -9.6925312789153403e-07 -2.12290546528493e-07 4.6330247449116979e-07 -9.9175677045574657e-07 8.8195908108446019e-07 -9.1559926519179362e-07 1.0480590151473736e-06 -2.9698516261607193e-07 -1.2244982683470247e-07 6.8680575594726177e-07 6.9744927276901983e-07 -7.688430471153835e-07 -3.5359747827251247e-07 -9.7188358836319834e-07 1.2618815375731175e-06 -8.0673950530278187e-07 2.6671759098459343e-08 -7.3869791556775927e-08 1.4028964617157018e-07 1.0475990271885395e-06 -1.1345069388367996e-07
leaf_weight=22 29 24 22 33 22 22 20 32 21 21 20 23 24 25 26 20 26 46 20 21 21 47 32 22 21 1998 31 36 20 374
leaf_count=22 29 24 22 33 22 22 20 32 21 21 20 23 24 25 26 20 26 46 20 21 21 47 32 22 21 1998 31 36 20 374
internal_value=0 -3.77314e-09 -6.66668e-09 -3.37791e-07 -6.26277e-10 -5.12586e-09 2.07676e-11 3.44756e-07 -5.53228e-07 -1.13745e-08 1.43614e-07 -6.21613e-09 -1.45866e-08 1.84491e-07 9.46759e-10 3.46312e-07 5.98845e-08 -5.93269e-09 -1.90281e-07 -4.0204e-08 -2.16235e-07 -4.30293e-08 3.35618e-09 2.15101e-07 2.78714e-08 -9.25282e-09 -5.30004e-07 1.99703e-07 4.64329e-07 4.57825e-09
internal_weight=0 3092 3070 55 3015 2991 2969 95 63 2874 42 2854 2734 120 95 69 49 2710 130 109 88 67 2580 145 123 2435 63 102 56 2372
internal_count=3121 3092 3070 55 3015 2991 2969 95 63 2874 42 2854 2734 120 95 69 49 2710 130 109 88 67 2580 145 123 2435 63 102 56 2372
is_linear=0
shrinkage=0.1


Tree=8560
num_leaves=31
num_cat=0
split_feature=132 1185 50 394 1208 1208 402 1209 403 1209 401 1212 1212 4 1209 3 12 401 0 42 133 402 402 1210 1212 1212 158 52 4 13
split_gain=3.89919e-10 3.13944e-09 1.03985e-09 9.60186e-10 3.70398e-10 7.41998e-10 6.01037e-10 1.13294e-09 5.76393e-10 1.11218e-09 4.7603e-10 5.3316e-10 4.98031e-09 2.10647e-09 7.60118e-10 2.90766e-09 4.79355e-10 4.75746e-10 3.23967e-09 2.34733e-09 9.4426e-10 7.8829e-10 1.49149e-09 1.32236e-09 4.17246e-10 2.64506e-09 1.66501e-09 2.23794e-09 4.21778e-09 2.15824e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.09227500000000001 0.0041850000000000004 0.12461500000000002 0.10737500000000001 0.23460000000000003 0.10819500000000001 -0.55276999999999987 -0.092099999999999987 0.13274500000000003 -0.092474999999999988 -0.087464999999999987 -0.080924999999999983 -0.067109999999999989 -0.082154999999999992 0.094070000000000015 -1.0000000180025095e-35 -0.072594999999999979 0.11747 0.50628500000000021 -0.092414999999999983 -0.087759999999999991 -0.08107499999999998 0.087505000000000013 0.086140000000000008 0.10874500000000002 0.086635000000000004 -0.080584999999999976 -0.084319999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 -3 -10 11 13 -13 -11 15 -14 -15 18 19 -16 21 23 -23 -19 25 -24 27 29 -29 -26
right_child=1 4 -4 -5 -6 -7 -8 -9 9 10 -12 12 14 16 17 -17 -18 20 -20 -21 -22 22 24 -25 26 -27 -28 28 -30 -31
leaf_value=3.8274267415558558e-08 1.2280437653360078e-06 -4.5273823811190341e-07 -6.6493088691884387e-07 -6.7846339614366773e-07 -4.2794965764869636e-07 5.5758816760823988e-07 -4.2506587588473909e-07 7.3595578041498635e-07 7.1143804337804226e-07 1.0656047933203493e-06 -4.7670621343275433e-07 -1.5788279449679975e-06 -3.8941917440957873e-07 1.4788521087081922e-07 -3.4444386244558704e-07 1.2953443570040691e-06 -4.2832739931048476e-07 -1.0240179705078846e-06 -1.1792026134571644e-06 1.0541650044615382e-06 5.1432029530099996e-07 8.6720457261435522e-07 -4.9269739855235396e-10 -1.9442966516324213e-08 1.0641898441576814e-06 -1.1557164461351021e-06 9.4431820440129983e-07 -1.4204420704118093e-06 3.8212586651474741e-07 -4.4863341078050158e-08
leaf_weight=170 21 28 31 21 20 24 33 21 22 23 21 20 21 42 30 20 22 20 25 20 36 20 2202 38 28 20 23 25 27 47
leaf_count=170 21 28 31 21 20 24 33 21 22 23 21 20 21 42 30 20 22 20 25 20 36 20 2202 38 28 20 23 25 27 47
internal_value=0 9.78923e-09 -1.27721e-07 -4.05294e-08 8.99956e-10 3.901e-09 -7.8795e-10 4.21068e-09 -1.31689e-09 3.27606e-09 -2.43074e-09 1.24582e-09 -6.83523e-09 2.44792e-07 5.24773e-09 4.32417e-07 -5.01879e-08 -1.59098e-09 -2.49734e-07 2.15e-07 5.89525e-09 -1.57549e-09 7.25721e-09 -3.65848e-07 6.38927e-12 -1.08908e-08 1.61429e-07 1.96463e-08 -4.84493e-07 3.69183e-07
internal_weight=0 2899 222 191 2878 2858 2834 2801 2780 2752 2730 2709 2622 87 2602 41 64 2561 75 50 2486 2450 2392 58 2372 2222 150 127 52 75
internal_count=3121 2899 222 191 2878 2858 2834 2801 2780 2752 2730 2709 2622 87 2602 41 64 2561 75 50 2486 2450 2392 58 2372 2222 150 127 52 75
is_linear=0
shrinkage=0.1


Tree=8561
num_leaves=31
num_cat=0
split_feature=393 484 15 15 1455 1455 483 1 159 483 13 160 1 33 2 1447 2 1446 0 52 131 484 2 13 13 4 402 4 129 3
split_gain=3.59264e-10 3.37864e-10 1.75953e-09 1.22881e-09 1.10463e-09 1.22861e-09 4.18791e-10 1.62117e-09 1.34363e-09 1.18706e-09 2.21181e-09 9.55485e-10 1.2856e-09 6.54589e-10 5.9405e-10 4.46501e-09 4.21308e-09 3.93724e-09 2.91135e-09 2.86288e-09 5.52394e-09 2.91482e-09 2.78277e-09 3.57656e-09 2.27278e-09 1.88328e-09 6.74014e-09 4.26335e-09 2.24501e-09 1.8885e-09
threshold=0.12679500000000002 0.12955000000000003 -0.067579999999999987 -0.08730499999999998 -0.097209999999999977 -0.089344999999999994 0.10143000000000001 0.16540500000000002 1.0000000180025095e-35 0.095085000000000017 -0.080759999999999985 -0.063384999999999983 0.096475000000000019 -0.0066799999999999993 0.083935000000000023 0.059120000000000013 0.083715000000000026 0.083830000000000002 -0.082974999999999979 0.4099850000000001 0.091440000000000007 -0.078424999999999981 0.084415000000000004 -0.085584999999999981 -0.0093149999999999986 -0.083644999999999983 0.042685000000000008 -0.082109999999999975 0.085395000000000013 -0.077104999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 7 9 11 13 -11 12 -8 -7 16 22 17 19 -19 21 -21 -15 23 -16 -25 26 28 -27 -23 -29
right_child=-2 2 -4 -5 5 6 8 -9 -10 10 -12 -13 -14 14 15 -17 -18 18 -20 20 -22 25 -24 24 -26 27 -28 29 -30 -31
leaf_value=-6.3370236469089446e-07 3.503404906072758e-07 2.7704358641263605e-07 7.6917340754434358e-07 -7.8428079081760431e-07 7.0993956740039727e-07 4.5807629732969931e-07 -6.3322910461595584e-07 8.0051286875004745e-07 -9.4204234081018977e-07 1.1025044113210925e-07 -1.1187242041320066e-06 5.36304775199493e-07 2.7586820855621647e-07 -9.4877184024384908e-07 1.622445989350278e-06 1.5111941655732153e-06 -1.306288002659265e-06 1.7834200639299526e-06 7.7150928063929326e-08 -1.9105721577853767e-06 2.13389677583109e-07 -2.5582935307043398e-07 -1.2452056504407491e-08 -6.7754164888356184e-07 8.1197691824421605e-07 1.4660843712538901e-06 -1.9184045992336574e-06 -1.3136635329343913e-07 8.3484165588743054e-07 2.8078737204333676e-07
leaf_weight=28 29 24 32 20 24 31 35 25 20 32 27 22 28 33 24 20 27 20 20 24 25 77 1907 20 21 22 22 266 25 191
leaf_count=28 29 24 32 20 24 31 35 25 20 32 27 22 28 33 24 20 27 20 20 24 25 77 1907 20 21 22 22 266 25 191
internal_value=0 -3.27778e-09 2.0496e-07 -2.05377e-07 -8.52515e-09 -2.66673e-09 -8.43682e-09 -1.23326e-09 -2.0458e-07 -8.30583e-09 -4.52162e-07 -3.10589e-08 -2.29186e-07 1.13111e-09 -4.03118e-09 2.45568e-08 -7.9759e-08 -3.40813e-08 9.30285e-07 -9.03947e-08 -8.26918e-07 -3.365e-08 9.47937e-09 6.52914e-07 8.53825e-08 1.64313e-08 -3.30909e-07 1.06348e-07 1.1492e-08 4.08905e-08
internal_weight=0 3092 76 44 3016 2988 2964 2859 105 2834 59 85 63 2775 2744 1992 752 725 40 685 49 636 1972 65 41 603 124 479 102 457
internal_count=3121 3092 76 44 3016 2988 2964 2859 105 2834 59 85 63 2775 2744 1992 752 725 40 685 49 636 1972 65 41 603 124 479 102 457
is_linear=0
shrinkage=0.1


Tree=8562
num_leaves=31
num_cat=0
split_feature=401 401 16 1210 1210 1208 15 1209 2 1209 131 42 50 42 483 13 42 16 43 13 42 12 1212 401 2 401 391 391 132 1203
split_gain=3.43369e-10 5.7388e-10 1.71429e-09 6.1405e-10 4.92942e-10 6.46612e-10 6.39167e-10 6.33595e-10 2.71049e-09 1.00526e-09 4.25192e-10 5.38264e-10 2.12948e-09 1.84248e-09 1.56236e-09 1.98627e-09 1.3424e-09 1.2758e-09 1.50124e-09 1.03341e-09 1.30884e-09 1.02234e-09 8.09779e-10 5.72264e-09 4.44003e-09 1.19421e-09 2.26941e-09 8.47894e-10 7.32167e-10 1.14245e-08
threshold=-0.47263499999999997 -0.13200999999999999 -0.066924999999999985 0.26755500000000004 0.0028200000000000005 0.092250000000000013 0.090455000000000021 -0.084629999999999997 0.084715000000000013 -0.065739999999999979 0.13857500000000003 0.097640000000000018 -1.0000000180025095e-35 0.096450000000000022 0.098395000000000024 0.23074000000000003 0.095885000000000012 0.15891500000000003 -0.15582499999999996 -0.075974999999999987 0.11747 0.094375000000000014 -0.089544999999999986 0.11336 0.08734500000000002 0.10711000000000001 -0.088134999999999977 -0.079769999999999994 -0.083284999999999984 0.089165000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -6 8 -3 -9 11 13 -13 16 15 17 22 18 -14 21 -21 -20 24 25 -11 26 -24 -28 29 -29
right_child=1 3 -4 -5 6 -7 -8 9 -10 10 -12 12 14 -15 -16 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-3.7678097820995995e-07 -1.7552518891683635e-07 -3.5410399010953163e-07 9.1766157241251612e-07 -5.4189145422307256e-07 1.0463597277521331e-08 -4.3826086586223568e-07 7.1524265685887012e-07 -5.9155849709605754e-07 1.1196211936237434e-06 -2.2942631960631841e-07 -4.5927269241019533e-07 1.1025937406354083e-06 9.386814928740768e-07 -7.5358666909626964e-07 8.0936193222669313e-07 -8.8444644565181343e-07 7.1333771770171633e-07 -5.9810394915871255e-07 4.2825272002163999e-08 8.9741483398702938e-07 2.3781685462517033e-08 -6.9011240942000561e-07 -1.0701636500698442e-06 -1.4666985586481368e-06 1.4027558900124859e-06 7.3073146176418713e-07 6.3216692129095648e-07 -1.0202821384673609e-07 -2.2069528732859848e-08 2.4394204936584173e-06
leaf_weight=24 32 26 26 21 31 34 22 29 24 50 20 21 22 33 25 24 26 25 71 27 47 26 20 27 25 22 21 153 2147 20
leaf_count=24 32 26 26 21 31 34 22 29 24 50 20 21 22 33 25 24 26 25 71 27 47 26 20 27 25 22 21 153 2147 20
internal_value=0 2.92837e-09 3.14524e-07 -3.01851e-09 7.31108e-10 -4.67225e-09 3.03013e-07 3.57435e-10 3.53284e-07 -5.76764e-09 1.88862e-10 3.43365e-09 1.33006e-07 -1.1235e-08 5.67466e-08 -2.10029e-08 -1.47884e-09 7.40551e-08 1.61122e-07 6.10854e-08 3.4254e-07 -1.53632e-07 -8.9578e-09 -1.90281e-08 3.14634e-07 -2.62562e-09 -9.45911e-09 -3.97129e-10 -6.12292e-09 1.91781e-07
internal_weight=0 3097 58 3039 3018 2965 53 2931 50 2881 2852 2832 288 2544 267 242 2511 218 193 171 74 97 2485 2410 75 2383 2361 2341 2320 173
internal_count=3121 3097 58 3039 3018 2965 53 2931 50 2881 2852 2832 288 2544 267 242 2511 218 193 171 74 97 2485 2410 75 2383 2361 2341 2320 173
is_linear=0
shrinkage=0.1


Tree=8563
num_leaves=31
num_cat=0
split_feature=132 1185 1203 51 40 130 12 0 12 42 1456 153 31 34 10 4 15 34 9 2 51 0 0 15 45 13 159 13 13 13
split_gain=3.96681e-10 2.47905e-09 1.32612e-09 4.18559e-10 3.30245e-10 1.08396e-09 6.85864e-10 7.91043e-10 4.85171e-10 7.38812e-10 6.72395e-10 7.9958e-10 5.50298e-10 8.5516e-10 8.70008e-10 8.52921e-09 7.22421e-09 1.45718e-09 9.05896e-10 1.50493e-09 7.27311e-10 1.84533e-09 2.30115e-09 1.77811e-09 7.96171e-10 5.45491e-10 1.20227e-09 1.10075e-09 1.5923e-09 1.02702e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.096070000000000016 -0.24620999999999996 -0.22699999999999995 0.13043000000000002 -0.040504999999999992 0.11586 0.10369500000000002 0.11510000000000002 1.0000000180025095e-35 -0.08539999999999999 -0.08786999999999999 -0.011559999999999999 0.053180000000000012 -0.26481999999999994 -0.057544999999999992 0.088235000000000022 -1.0000000180025095e-35 -0.24107999999999999 -0.070889999999999995 -0.067094999999999988 -0.066844999999999988 0.094030000000000016 -0.42195999999999995 0.090025000000000008 -0.40078499999999995 -0.17933499999999997 -0.52014499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -6 8 -8 10 -10 11 12 -7 -14 15 -15 -17 -16 19 -19 21 -21 -23 -24 25 26 29 -27 -29 -22
right_child=1 4 -4 -5 5 6 7 -9 9 -11 -12 -13 13 14 17 16 -18 18 -20 20 24 22 23 -25 -26 27 -28 28 -30 -31
leaf_value=1.1638645417580816e-08 1.0924287786500437e-06 4.0690082798278126e-07 -7.8565987627775437e-07 -4.7126649803885813e-07 -7.0009613514927922e-07 -4.3064116990253436e-07 8.3986731318591855e-07 1.4679635722376798e-08 2.0830027046435538e-08 -7.8106751388418172e-07 4.1588797184652859e-07 -6.0272421261619129e-07 5.8944535203409032e-07 -1.3857220163770715e-06 7.8759326166040946e-07 -5.8248079891530904e-07 2.0435113356143121e-06 6.9315326181040868e-07 -5.0051733101749313e-07 9.2233878296118145e-07 -1.4224362046107948e-07 -7.7607085437683481e-07 1.0934241586147392e-06 -3.355369467986488e-08 -5.0473884236623692e-07 7.2646011246780252e-07 2.9775145524423434e-07 -7.642105568147937e-07 8.4554507313827692e-09 -1.1220620510243862e-06
leaf_weight=175 21 20 27 20 22 29 21 26 27 20 39 22 25 39 24 22 20 32 35 30 23 26 21 42 32 21 23 27 2190 20
leaf_count=175 21 20 27 20 22 29 21 26 27 20 39 22 25 39 24 22 20 32 35 30 23 26 21 42 32 21 23 27 2190 20
internal_value=0 9.86195e-09 -1.28835e-07 -3.78901e-08 1.96275e-09 -8.70966e-10 4.55321e-09 3.83381e-07 -1.83076e-09 -3.20403e-07 3.62981e-09 -2.31842e-09 2.60845e-09 7.3461e-09 1.80651e-09 -3.20833e-07 6.67992e-07 1.20712e-08 4.69111e-09 1.1801e-08 2.91983e-09 2.44075e-07 1.54473e-08 3.42106e-07 -9.36506e-09 -2.48487e-09 -2.85827e-07 5.87105e-09 -9.54555e-10 -5.97973e-07
internal_weight=0 2899 222 195 2878 2858 2836 47 2789 47 2742 2703 2681 2652 2627 81 42 2546 2522 2487 2455 119 89 63 2336 2304 66 2238 2217 43
internal_count=3121 2899 222 195 2878 2858 2836 47 2789 47 2742 2703 2681 2652 2627 81 42 2546 2522 2487 2455 119 89 63 2336 2304 66 2238 2217 43
is_linear=0
shrinkage=0.1


Tree=8564
num_leaves=31
num_cat=0
split_feature=1429 474 157 16 475 50 132 1186 1185 52 52 131 131 393 1184 1185 2 11 33 47 47 47 1427 156 156 1371 151 457 475 1429
split_gain=3.28936e-10 7.28176e-10 5.41208e-10 4.053e-10 1.17784e-09 3.99719e-10 4.40654e-10 9.13475e-09 5.18658e-09 1.01694e-09 6.65866e-10 6.43882e-10 1.05258e-09 5.0486e-10 7.68124e-10 6.74746e-10 9.54622e-10 6.04374e-10 7.2959e-10 8.09421e-10 3.52143e-09 3.43673e-09 6.1729e-10 7.61037e-10 2.3904e-09 1.75111e-09 1.50331e-09 1.28856e-09 1.56374e-09 3.19134e-09
threshold=0.12521000000000002 -0.45463999999999999 0.32331500000000007 0.63636000000000015 0.16427000000000003 0.14794500000000002 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 0.090645000000000017 0.13695500000000002 0.12681500000000004 0.09389500000000002 0.084515000000000021 0.085600000000000009 0.083865000000000009 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.090100000000000013 0.096850000000000006 0.089335000000000012 0.08759500000000002 0.087985000000000022 0.083235000000000017 -0.085039999999999991 -0.06290999999999998 0.016915000000000003 -0.089414999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 9 -8 10 -3 12 13 14 15 17 -17 -10 -19 20 22 -21 23 25 -25 -20 -26 -28 29 -29
right_child=-2 2 -4 -5 -6 -7 8 -9 11 -11 -12 -13 -14 -15 -16 16 -18 18 19 21 -22 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=-5.8946763109209623e-07 4.0424271915640018e-07 -7.0319279248324995e-08 5.0731716485296652e-07 -3.2239088401052295e-07 7.6692235978725881e-07 -4.4860799654600212e-07 -1.5399839918989695e-06 2.0677804762023945e-06 5.1643575344232064e-07 -6.6603276838332722e-07 5.329807793584353e-07 4.5474548660569135e-07 -7.0882471732147683e-07 3.4589524753008461e-07 -5.6671023619022283e-07 9.0059271769860064e-07 8.6741654807080225e-09 -5.2702078442558165e-07 -6.0928141738539366e-09 1.303190848626438e-06 -1.1183419227061927e-06 4.6420635441635933e-08 3.9031881487373635e-07 -1.2268712900720403e-06 5.4914587428456234e-07 7.9048530438845835e-07 -9.5012370877611833e-07 1.1895736381717371e-06 -8.4328160392033169e-07 -1.5792945547857551e-07
leaf_weight=21 20 142 21 39 20 20 22 22 22 26 21 31 21 42 24 20 30 27 1916 24 29 233 38 20 32 28 20 20 25 145
leaf_count=21 20 142 21 39 20 20 22 22 22 26 21 31 21 42 24 20 30 27 1916 24 29 233 38 20 32 28 20 20 25 145
internal_value=0 -2.60973e-09 1.39158e-09 -2.0816e-09 2.05485e-09 -3.04427e-09 -5.39082e-11 1.39249e-07 -1.06689e-08 -8.52359e-08 7.4065e-09 1.57897e-09 -3.5934e-09 1.9019e-09 -3.5439e-09 1.59722e-09 3.65442e-07 -5.45677e-09 -9.94704e-09 -4.42886e-09 -2.34481e-08 1.63784e-07 -9.29844e-09 -1.61821e-08 -1.76174e-07 5.38053e-09 -8.93394e-08 -1.86632e-07 -1.06265e-07 5.40425e-09
internal_weight=0 3101 3080 3059 3020 3000 2980 211 2769 189 163 2747 2716 2695 2653 2629 50 2579 2557 2530 2273 257 2244 2206 262 1944 242 210 190 165
internal_count=3121 3101 3080 3059 3020 3000 2980 211 2769 189 163 2747 2716 2695 2653 2629 50 2579 2557 2530 2273 257 2244 2206 262 1944 242 210 190 165
is_linear=0
shrinkage=0.1


Tree=8565
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 156 51 1425 1186 52 1429 475 2 3 1429 156 475 157 157 156 474 43 1 156 457 48 457 42 0 2
split_gain=3.91436e-10 2.68861e-09 1.18501e-09 4.04587e-10 9.62474e-10 4.01362e-10 9.16294e-10 3.80354e-10 3.75553e-10 3.70527e-10 7.87869e-10 4.04721e-10 2.84604e-09 5.48436e-09 5.43329e-09 4.56305e-09 1.83664e-09 4.04419e-10 1.07128e-09 5.05438e-10 3.01982e-09 2.43589e-09 1.49501e-09 1.24331e-09 6.14831e-10 6.05951e-10 7.06751e-10 2.56621e-09 1.0043e-09 2.1114e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.084940000000000015 -0.010834999999999999 -0.56741999999999992 0.11635000000000001 -0.085719999999999977 0.087545000000000026 -0.087429999999999994 0.084485000000000018 0.085835000000000009 -0.085024999999999989 0.11933000000000001 0.099625000000000005 0.091255000000000017 0.089435000000000014 -0.073404999999999984 0.111945 0.089950000000000016 -0.232735 -0.09386499999999999 -0.087124999999999994 0.085345000000000018 -0.15599999999999997 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -3 5 7 -7 9 -1 -5 11 12 13 -11 -14 -15 -13 18 19 23 21 -21 -22 24 -18 -26 27 -27 29 -28
right_child=1 3 -4 4 -6 6 -8 -9 -10 10 -12 16 14 15 -16 -17 17 -19 -20 20 22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=2.9856417792676178e-07 1.1371871877264268e-06 -4.4663723912208299e-07 -7.3612712918296513e-07 3.287648315991272e-07 6.9598528625647308e-07 1.9381702368751316e-07 -7.0220085774508339e-07 3.4744006862652558e-07 -9.7351922152036001e-08 1.0754594981676746e-06 -5.0466609089257435e-07 -9.3720343201653129e-07 2.0225016684349838e-06 8.513582846110998e-08 -5.4677314994598741e-08 -2.0254102878425329e-06 5.5451118896598928e-07 4.10388700178288e-07 -6.1716696281775653e-07 5.8455674434298997e-09 -9.6865262293022176e-07 1.4864869958728378e-06 1.3348017446901395e-07 -7.8935837677818199e-07 -4.3448091666675739e-07 -9.4249650904506185e-07 1.1387596433975058e-06 3.0461124284232888e-07 -5.7140668567947375e-09 1.0695295834158476e-07
leaf_weight=28 21 20 28 34 20 21 25 32 166 20 31 21 20 21 34 20 20 24 28 20 20 25 32 20 32 33 23 33 2105 144
leaf_count=28 21 20 28 34 20 21 25 32 166 20 31 21 20 21 34 20 20 24 28 20 20 25 32 20 32 33 23 33 2105 144
internal_value=0 9.79411e-09 -1.27983e-07 1.56782e-09 4.70432e-09 -1.67288e-10 -2.93149e-07 4.65978e-09 -4.02094e-08 6.85514e-10 -3.40645e-09 2.35943e-09 1.85912e-07 -2.8215e-07 7.14648e-07 -9.44399e-07 -5.82216e-09 1.82106e-09 -2.04704e-09 4.82307e-09 2.28633e-07 8.28424e-07 -2.90417e-07 -4.18505e-09 2.38544e-09 -2.27385e-09 3.64173e-09 -3.18943e-07 1.30126e-08 2.49058e-07
internal_weight=0 2899 222 2878 2858 2838 46 2792 194 2760 2726 2695 115 61 54 41 2580 2559 2535 2507 97 45 52 2410 2390 2370 2338 66 2272 167
internal_count=3121 2899 222 2878 2858 2838 46 2792 194 2760 2726 2695 115 61 54 41 2580 2559 2535 2507 97 45 52 2410 2390 2370 2338 66 2272 167
is_linear=0
shrinkage=0.1


Tree=8566
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 475 157 1429 157 150 157 1371 150 16 12 1 1445 1447 1446 480 481 43 481 1447 483 1456 1456 1456 15 1456 13
split_gain=4.21647e-10 7.48693e-10 4.40339e-10 4.50847e-10 1.14913e-09 4.22567e-10 2.70613e-09 2.45156e-09 9.03721e-10 8.75686e-10 6.54569e-10 7.52159e-10 1.72043e-09 6.54355e-10 7.10194e-10 6.38815e-10 9.57289e-10 1.43349e-09 1.9276e-09 1.17483e-09 4.01547e-09 1.61629e-09 1.00497e-09 2.72864e-09 1.54136e-09 3.81482e-09 1.81615e-09 3.48693e-09 2.22959e-09 1.51366e-09
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.060529999999999994 -0.011519999999999997 -0.087424999999999989 0.083960000000000021 -0.086079999999999976 0.078525000000000011 -0.084764999999999993 0.08976000000000002 0.12416000000000001 -0.071854999999999988 0.086565000000000017 0.086720000000000005 0.077020000000000019 0.059120000000000013 -0.088809999999999986 0.11191000000000002 -0.087424999999999989 -0.025214999999999998 -0.085629999999999984 -0.085709999999999995 0.040035000000000008 -0.091834999999999986 -0.16825499999999996 -0.079704999999999984 -0.067579999999999987 -0.075669999999999987 -0.083894999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 8 -7 13 -9 11 15 -13 -5 -15 16 17 -11 19 20 -19 -21 23 -23 25 29 27 -26 -28 -24
right_child=1 2 3 5 -6 7 -8 9 -10 10 -12 12 -14 14 -16 -17 -18 18 -20 21 -22 22 24 -25 26 -27 28 -29 -30 -31
leaf_value=-4.1754548926557318e-07 5.7164492288749271e-07 -4.1900306655406896e-07 -1.9966384314784591e-07 -4.5149477821760726e-07 6.7132822915520296e-07 8.4939173515361785e-07 -1.249639965124061e-06 -6.4820675983615477e-07 6.1971500755930728e-07 -8.4770578496318209e-07 -5.2002196847903785e-07 8.7888938423930088e-07 -2.5703526818077194e-07 -2.4437828889912294e-07 4.1198747879889197e-07 -5.2765358657077985e-07 6.054556846580594e-07 -1.4322369271786044e-06 7.9911693385762808e-07 7.1942154759639269e-07 4.8034943807535804e-07 3.3782255755454575e-07 6.5144152498222955e-07 -1.2942520557078839e-06 2.6611601697368312e-07 1.5199044285104128e-06 1.0509795666280298e-06 -1.358723553274948e-06 -9.3557907943355522e-09 -4.0140450824960936e-07
leaf_weight=24 23 25 28 37 33 34 20 21 20 20 24 30 24 34 32 23 26 23 30 31 21 20 22 21 25 23 20 28 2343 36
leaf_count=24 23 25 28 37 33 34 20 21 20 20 24 30 24 34 32 23 26 23 30 31 21 20 22 21 25 23 20 28 2343 36
internal_value=0 3.22509e-09 -1.02789e-09 2.39926e-09 2.71529e-07 -3.09501e-09 -1.70833e-07 5.33609e-09 4.58318e-09 -4.87305e-09 -3.07535e-11 4.4811e-09 3.74034e-07 -1.1486e-07 7.38597e-08 -2.87725e-09 1.61135e-09 -4.28424e-09 2.09807e-09 -7.05255e-09 -5.19412e-07 1.72277e-09 -7.04345e-09 -4.98118e-07 1.01985e-09 4.30111e-07 -1.33661e-08 -5.9229e-07 -3.81306e-10 -2.04912e-09
internal_weight=0 3097 3074 3049 61 2988 143 2845 123 2811 2790 2766 54 103 66 2712 2689 2663 2643 2613 44 2569 2538 41 2497 81 2416 53 2363 58
internal_count=3121 3097 3074 3049 61 2988 143 2845 123 2811 2790 2766 54 103 66 2712 2689 2663 2643 2613 44 2569 2538 41 2497 81 2416 53 2363 58
is_linear=0
shrinkage=0.1


Tree=8567
num_leaves=31
num_cat=0
split_feature=1429 474 157 1429 1429 155 1429 156 160 483 51 484 156 13 133 13 0 50 475 4 151 40 2 16 16 52 52 16 13 14
split_gain=3.9099e-10 6.87625e-10 4.28311e-10 3.79049e-10 6.53816e-10 6.93888e-10 4.21082e-10 2.75016e-09 3.65518e-10 4.86536e-10 4.29433e-10 2.74181e-09 3.64322e-09 1.98595e-09 2.19186e-09 2.09456e-09 2.0014e-09 1.19095e-09 1.1862e-09 4.41184e-09 1.09478e-09 8.65099e-10 1.04533e-09 7.4592e-10 8.51412e-10 3.84799e-09 1.14592e-09 1.03532e-09 1.10451e-09 1.00606e-09
threshold=0.12521000000000002 -0.45463999999999999 0.32331500000000007 -0.23752499999999996 -0.10379499999999998 0.11562500000000002 -1.0000000180025095e-35 0.093155000000000002 0.62940000000000007 -0.47181499999999993 -0.085604999999999987 0.085740000000000011 0.086945000000000008 -0.080344999999999986 0.089980000000000018 0.0045550000000000009 -0.087319999999999995 -0.47060499999999994 -0.085734999999999992 -0.011559999999999999 -0.53100499999999984 -0.047054999999999993 0.12437500000000001 0.38525000000000004 0.15891500000000003 0.091275000000000009 -0.21968999999999997 0.26435500000000006 -0.078704999999999983 0.084525000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6 9 -8 11 13 -13 16 17 -16 -11 -15 19 -12 -20 -19 -23 24 26 27 -22 28 -26 -28
right_child=-2 2 -4 4 5 -7 8 -9 -10 10 18 12 -14 14 15 -17 -18 21 20 -21 23 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-5.7313312198170075e-07 4.4072161784924903e-07 -4.1564036776394043e-07 4.5111293832719859e-07 4.5784259881539561e-07 8.0175346967785948e-07 -4.2282756720186838e-07 4.9056740824227064e-07 -5.1821109463145595e-07 -4.2992426529053774e-07 5.9716116851404882e-08 -3.52393548664936e-07 2.0396427117930215e-07 -1.5767521844096606e-06 7.7017580849769726e-07 -1.2352726935205284e-06 8.5887121485939131e-08 1.316093864932641e-06 5.3110407817898289e-07 -6.2225771943401153e-07 1.4805256436526785e-06 5.9960551756045221e-07 -2.1043716227833667e-08 -7.7557781649902208e-07 5.393701373944938e-07 -2.0998878872328184e-07 -1.3914587225845784e-06 1.2640722055196687e-08 -3.8118005607091807e-07 6.5584368037300873e-07 -6.6689516725918198e-07
leaf_weight=21 20 22 21 31 38 39 20 27 20 32 29 20 27 20 30 20 21 22 28 24 33 111 22 26 26 24 2252 39 34 22
leaf_count=21 20 22 21 31 38 39 20 27 20 32 29 20 27 20 30 20 21 22 28 24 33 111 22 26 26 24 2252 39 34 22
internal_value=0 -2.84987e-09 1.03842e-09 -2.05133e-09 9.44701e-10 -3.76715e-09 1.74122e-09 2.5346e-07 -3.89687e-09 -9.40401e-10 -4.37512e-09 -1.12601e-07 -8.19001e-07 6.82622e-09 -1.22894e-07 -7.06809e-07 5.57526e-07 4.39385e-08 9.48906e-09 4.77608e-07 -4.98975e-10 -4.97695e-08 -1.45854e-07 6.58948e-09 8.88946e-10 -2.55464e-07 1.45567e-08 1.99288e-08 2.8065e-07 6.0665e-09
internal_weight=0 3101 3080 3059 3037 3006 2967 65 2902 2882 2862 325 47 278 225 50 53 175 2537 53 2484 155 133 2456 2430 123 2307 99 60 2274
internal_count=3121 3101 3080 3059 3037 3006 2967 65 2902 2882 2862 325 47 278 225 50 53 175 2537 53 2484 155 133 2456 2430 123 2307 99 60 2274
is_linear=0
shrinkage=0.1


Tree=8568
num_leaves=31
num_cat=0
split_feature=1 1 1 10 1447 1 160 480 0 1210 483 132 15 393 50 2 2 1455 50 50 50 42 2 2 133 12 13 13 12 0
split_gain=3.51068e-10 7.27906e-09 5.5702e-09 6.60223e-09 1.72807e-09 1.58439e-09 1.2869e-09 1.16266e-09 2.12934e-09 1.02422e-09 9.69348e-10 8.46472e-10 1.19335e-08 8.11993e-09 1.18885e-09 9.86633e-10 9.48736e-10 2.78494e-09 6.22827e-09 1.35025e-09 2.51649e-09 1.32835e-09 7.76357e-09 2.17173e-09 2.18887e-09 1.28462e-09 3.91109e-09 7.49085e-09 3.66531e-09 2.71889e-09
threshold=0.092945000000000014 0.093575000000000019 0.092390000000000014 -0.0026549999999999994 0.059120000000000013 0.091615000000000016 -0.52439499999999983 0.10344000000000002 -0.079829999999999998 -0.42132499999999995 -0.47356499999999996 -0.083284999999999984 0.091915000000000011 0.11213000000000002 0.08461500000000001 0.14838000000000004 0.11018500000000002 0.10994000000000001 -0.099524999999999988 0.11657000000000002 0.11219500000000002 0.089015000000000025 0.11510000000000002 0.11728500000000001 0.091580000000000009 0.096990000000000007 -0.052719999999999996 -0.080759999999999985 0.095935000000000006 -0.075934999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -3 9 -9 -5 -11 12 14 15 -12 16 17 18 -13 20 25 22 -18 -23 -25 28 27 -27 -20 -28
right_child=1 6 -4 4 -6 -7 -8 8 -10 10 11 13 -14 -15 -16 -17 21 -19 19 -21 -22 23 -24 24 -26 26 29 -29 -30 -31
leaf_value=-1.8029186631451922e-06 -1.7694011944513477e-06 7.8734629084920025e-07 1.5068404368321354e-06 6.9124461364563932e-07 7.0950586837802302e-07 7.71551390033454e-07 -2.318013914735913e-08 -1.1574951550130664e-06 1.2613464913816381e-07 -6.7065016732418117e-07 1.759209898021037e-08 1.7168738581445227e-06 2.4000729876082587e-06 -1.9176380001020085e-06 -8.0893532668824267e-07 6.9700231046270008e-07 -1.9433195348028678e-06 -1.0867324187364085e-06 2.5845281825809254e-08 5.0393761087873052e-07 -1.0832120075238415e-06 5.9603441231219399e-07 3.6397186460947396e-07 -1.0279948301988245e-06 2.8452885890336197e-07 4.0986287132227516e-07 -2.2633592841469277e-07 -2.186627528317331e-06 1.2731455470316179e-06 1.079279070898503e-06
leaf_weight=20 24 20 25 22 36 27 953 24 28 21 134 22 22 22 20 21 25 22 1284 56 21 37 35 27 24 20 58 25 24 22
leaf_count=20 24 20 25 22 36 27 953 24 28 21 134 22 22 22 20 21 25 22 1284 56 21 37 35 27 24 20 58 25 24 22
internal_value=0 -4.89562e-08 2.2975e-08 5.30155e-09 2.26966e-08 1.05943e-08 -6.51978e-09 4.0289e-10 -4.6631e-07 1.27598e-08 5.07361e-09 1.24605e-08 2.21479e-07 -8.62099e-09 -8.97491e-08 1.57542e-08 7.34862e-09 3.03895e-08 4.64317e-08 2.20941e-08 3.53618e-09 -2.3458e-07 -5.974e-07 1.27967e-08 -4.10337e-07 1.9462e-08 -2.86814e-07 -1.03263e-06 4.87315e-08 1.32708e-07
internal_weight=0 997 2124 2099 2079 2043 973 2016 52 1964 1942 1921 176 1745 154 1723 1702 1554 1532 1510 1454 148 60 88 51 1433 125 45 1308 80
internal_count=3121 997 2124 2099 2079 2043 973 2016 52 1964 1942 1921 176 1745 154 1723 1702 1554 1532 1510 1454 148 60 88 51 1433 125 45 1308 80
is_linear=0
shrinkage=0.1


Tree=8569
num_leaves=31
num_cat=0
split_feature=393 394 403 394 3 1176 394 1186 1204 1203 129 133 1209 160 1208 1208 403 403 1210 128 133 15 15 16 133 43 15 480 51 51
split_gain=3.94236e-10 4.00351e-10 5.86722e-10 4.1848e-10 7.04344e-10 6.96873e-10 4.84761e-10 9.05446e-10 4.87821e-10 5.17077e-10 4.48852e-10 1.12442e-09 7.61759e-10 5.10927e-10 5.11398e-10 5.04051e-10 5.10988e-10 7.7847e-10 8.0984e-10 5.01192e-10 5.36508e-10 6.05755e-10 1.59188e-09 1.24305e-09 1.18895e-09 1.43071e-09 7.69273e-10 6.16802e-10 5.97711e-10 1.96186e-09
threshold=0.11333500000000001 -0.14580499999999996 -0.014954999999999998 -0.09095499999999998 -0.085384999999999975 1.0000000180025095e-35 1.0000000180025095e-35 -0.085584999999999981 0.057120000000000011 -1.0000000180025095e-35 0.10532000000000001 -0.0023199999999999996 0.14268500000000003 0.62940000000000007 0.11253500000000001 0.10233500000000001 -0.55276999999999987 -0.5335399999999999 -0.3960249999999999 0.11787500000000002 -0.54084999999999994 0.12044500000000001 0.11773500000000002 -0.040964999999999994 1.0000000180025095e-35 -0.05647499999999999 0.11461000000000002 -0.087719999999999979 0.096505000000000021 0.093135000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 8 -8 9 -5 12 -12 13 14 15 16 -11 -18 -19 20 -20 22 26 -23 25 -25 27 -22 29 -29
right_child=-2 3 -4 5 -6 -7 7 -9 -10 10 11 -13 -14 -15 -16 -17 17 18 19 -21 21 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-6.84184058538254e-07 3.3372366601724936e-07 -8.6726151238281099e-08 6.3333735868452235e-08 4.7088181525583901e-07 7.4247432415575085e-07 -5.0044347657620037e-07 7.9230821577105183e-07 -2.6389093120217565e-08 -4.8509447792423005e-07 -3.9798044015881828e-07 -8.2223844302120605e-07 8.8591831416978861e-08 6.0044409554480119e-07 -5.0771749329214797e-07 -4.8068727161101134e-07 4.5034797494736264e-07 5.4852898669056365e-07 -6.3525909013151258e-07 4.9938124010137392e-07 -4.5143769871932212e-07 -4.5587243448608204e-07 7.1483451920231454e-07 -7.435010143675253e-07 9.5736686187564159e-07 -5.0398698199916817e-07 -1.2747298765794592e-07 4.4819189901389976e-07 -5.8690610048047339e-09 1.4671678896434061e-07 -8.6370762799274592e-07
leaf_weight=21 35 21 21 23 20 28 22 35 21 32 23 33 21 20 22 25 26 20 22 24 30 36 29 20 29 31 38 2116 250 27
leaf_count=21 35 21 21 23 20 28 22 35 21 32 23 33 21 20 22 25 26 20 22 24 30 36 29 20 29 31 38 2116 250 27
internal_value=0 -3.79133e-09 -3.10425e-07 4.39489e-10 3.17762e-07 -3.89292e-09 7.80499e-10 2.89599e-07 -4.86127e-09 -1.38012e-09 -5.15953e-09 -2.85499e-07 4.11454e-10 -4.09362e-09 -4.6651e-10 3.36828e-09 -7.24937e-10 3.98677e-09 -1.31192e-09 3.46898e-09 7.62338e-09 3.47193e-09 -6.93424e-09 2.26846e-07 7.25065e-09 2.97954e-07 1.74534e-09 -5.2563e-09 3.92878e-10 -1.66771e-08
internal_weight=0 3086 42 3044 41 3003 2975 57 2918 2897 2874 56 2818 2797 2777 2755 2730 2698 2672 2652 2628 2606 2490 116 80 51 2461 2423 2393 2143
internal_count=3121 3086 42 3044 41 3003 2975 57 2918 2897 2874 56 2818 2797 2777 2755 2730 2698 2672 2652 2628 2606 2490 116 80 51 2461 2423 2393 2143
is_linear=0
shrinkage=0.1


Tree=8570
num_leaves=31
num_cat=0
split_feature=132 393 15 1429 156 1429 157 1429 157 51 1372 49 1419 1 43 157 157 157 3 4 4 13 2 2 12 132 4 2 4 4
split_gain=3.71874e-10 2.5456e-09 1.2702e-09 3.76362e-10 8.99545e-10 4.4277e-10 1.26357e-09 7.69086e-10 4.28843e-10 2.5175e-09 2.15455e-09 2.1274e-09 1.48566e-09 1.56452e-09 6.68832e-10 6.54487e-10 1.92268e-09 6.4928e-10 1.80255e-09 5.53463e-10 2.38558e-09 3.4804e-09 2.64301e-09 3.47036e-09 2.05437e-09 1.71776e-09 1.70323e-09 4.11594e-09 2.64341e-09 2.57455e-09
threshold=-0.083174999999999985 0.12069000000000002 0.091475000000000015 -0.23752499999999996 0.32523500000000005 -0.08262499999999999 -0.049319999999999996 -0.060529999999999994 -0.087424999999999989 -0.085534999999999986 -0.095709999999999976 0.08610000000000001 0.08493500000000001 0.10337500000000001 -0.078139999999999973 -0.085474999999999982 -0.083699999999999983 -0.081364999999999979 -0.082594999999999988 -0.086849999999999997 -0.08835999999999998 -0.0069799999999999992 0.09678500000000001 0.10188000000000001 0.097825000000000009 0.082150000000000015 -0.085594999999999991 0.083715000000000026 -0.08484499999999999 -0.083644999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 -5 -7 9 -9 -10 12 13 14 -11 -12 -17 18 -18 20 22 -22 24 -24 25 -19 27 -21 -28 -30
right_child=1 -3 -4 4 -6 7 -8 8 10 11 15 -13 -14 -15 -16 16 17 19 -20 26 21 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-3.0182827655729955e-08 -4.3073779323776765e-07 1.1065555614073847e-06 -7.2986642123851203e-07 1.4107150543433516e-07 6.728760166652137e-07 4.6452494956778565e-07 -8.4410373875945641e-07 -1.0385134102206292e-06 1.0423182044405621e-06 2.0929921230493743e-08 -4.1155484047138954e-07 8.5012626414027184e-07 -9.2912140146273447e-07 -6.2461206816213075e-07 8.1994839547405711e-07 9.8316434105072403e-07 1.2765637373323605e-07 7.3968445220849591e-08 -1.0185885565266765e-06 5.0821347983287526e-07 -8.4461337905850091e-08 1.7811224893193868e-06 1.3447576042506563e-06 1.0767865685597127e-07 -9.1834830989296974e-07 -8.3937693110177262e-07 1.0033118104939395e-06 -1.2471921320746011e-06 -7.593840090673136e-07 5.5759846368464831e-09
leaf_weight=192 20 21 30 30 20 36 23 27 20 22 38 25 21 23 20 20 34 145 23 22 20 20 29 104 33 24 26 34 45 1974
leaf_count=192 20 21 30 30 20 36 23 27 20 22 38 25 21 23 20 20 34 145 23 22 20 20 29 104 33 24 26 34 45 1974
internal_value=0 9.55542e-09 -1.24735e-07 1.55091e-09 4.57602e-09 -1.33636e-10 -2.86457e-07 5.31525e-09 -6.98406e-10 -1.72499e-07 8.38184e-09 3.81528e-08 -1.97886e-07 3.83592e-08 4.01415e-07 4.00859e-10 6.53259e-09 -1.17867e-09 -3.34864e-07 6.50309e-09 1.18412e-07 8.48331e-07 3.1258e-08 3.77418e-07 -1.96659e-07 -5.57374e-08 -1.34712e-08 -5.57568e-07 1.42827e-09 -1.14736e-08
internal_weight=0 2899 222 2878 2858 2838 53 2785 2749 138 2611 111 86 65 42 2591 2553 2533 57 2476 375 40 335 133 202 169 2101 56 2045 2019
internal_count=3121 2899 222 2878 2858 2838 53 2785 2749 138 2611 111 86 65 42 2591 2553 2533 57 2476 375 40 335 133 202 169 2101 56 2045 2019
is_linear=0
shrinkage=0.1


Tree=8571
num_leaves=31
num_cat=0
split_feature=156 1428 12 130 1 1 1 1 9 1 1 480 150 160 484 151 0 132 2 399 394 457 0 1210 3 129 11 2 2 160
split_gain=4.17688e-10 5.88435e-10 3.59599e-10 7.15385e-10 4.01047e-10 5.59745e-09 6.74173e-09 4.97114e-09 2.99383e-09 2.51801e-09 2.23304e-09 1.61328e-09 1.12308e-09 3.96988e-09 4.13137e-09 1.75451e-09 1.11795e-09 9.49849e-10 1.08946e-08 8.23076e-09 1.15817e-09 9.32288e-10 9.75047e-10 9.25306e-10 9.20813e-10 1.58593e-09 2.21648e-09 1.49998e-09 1.87261e-09 1.09515e-09
threshold=0.3248100000000001 0.10668500000000002 0.23631000000000002 -0.22461999999999996 0.092845000000000025 0.09202500000000001 0.091535000000000019 0.093400000000000025 0.081890000000000004 0.094090000000000021 0.094715000000000008 0.11191000000000002 0.10699000000000002 -0.085764999999999994 0.088375000000000009 0.095500000000000015 -0.23001499999999997 -0.083284999999999984 0.083795000000000022 0.091580000000000009 1.0000000180025095e-35 0.11612500000000002 -0.26609999999999995 -0.42132499999999995 -0.096544999999999978 0.085790000000000019 0.081365000000000007 0.10188000000000001 0.094095000000000012 -0.55248999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 -6 11 -9 -11 12 15 -14 -15 16 -5 18 -18 20 23 22 -12 -19 25 26 27 28 -25 -26
right_child=-2 -3 -4 4 7 -7 -8 9 -10 10 21 -13 13 14 -16 -17 17 19 -20 -21 -22 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=5.1506063066931862e-07 -4.2458077241067456e-07 5.4381228487443422e-07 -3.9429295557254042e-07 5.3807490737175324e-07 -1.4768114003989771e-06 1.356244534312898e-06 -1.6637985955488451e-06 1.0141972423313113e-06 1.2395494644579232e-06 -9.9705044469544642e-07 -6.8221225013115583e-07 6.55366213583133e-07 5.1145785684119414e-07 -2.0573392413325563e-06 -2.4762974817349458e-08 8.7992018803640315e-07 2.4082645796141834e-06 6.4255713303802101e-07 -7.1691531529942905e-08 -1.764942224671931e-06 5.7291215983589024e-07 4.9404966467684921e-07 -2.200912103273168e-08 1.4057443140531919e-07 -7.2691914567712965e-07 9.2732547069355551e-07 -8.1461157321882646e-07 -5.6772572263427088e-07 1.0391845835653971e-06 -4.5318400267197441e-08
leaf_weight=27 23 20 23 38 24 31 24 23 20 24 23 38 28 20 20 23 20 21 155 27 34 34 817 135 24 24 25 23 28 1325
leaf_count=27 23 20 23 38 24 31 24 23 20 24 23 38 28 20 20 23 20 21 155 27 34 34 817 135 24 24 25 23 28 1325
internal_value=0 3.14766e-09 -3.65433e-10 2.60031e-09 -1.96919e-09 2.25435e-08 2.39499e-09 -5.60008e-08 2.21133e-08 -1.89765e-08 -4.54386e-08 9.98739e-09 -2.46154e-09 -4.01783e-07 -1.04105e-06 1.18149e-08 1.18884e-09 -9.893e-09 2.11732e-07 -3.31729e-08 -4.64471e-09 -1.93074e-08 -4.00861e-08 -1.68796e-08 -2.56221e-08 1.57053e-07 6.94395e-08 1.88264e-07 2.94937e-07 -5.74447e-08
internal_weight=0 3098 3078 3055 3028 2083 2052 945 2028 921 898 2008 1970 68 40 1902 1879 1841 175 1666 1639 874 840 1605 1584 235 211 186 163 1349
internal_count=3121 3098 3078 3055 3028 2083 2052 945 2028 921 898 2008 1970 68 40 1902 1879 1841 175 1666 1639 874 840 1605 1584 235 211 186 163 1349
is_linear=0
shrinkage=0.1


Tree=8572
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 1429 156 157 484 2 42 157 12 157 133 157 157 484 16 482 482 482 2 12 1 484 484 159 4 2 1366
split_gain=3.9672e-10 2.33407e-09 1.02273e-09 6.10115e-10 3.52607e-10 8.33458e-10 3.99581e-10 2.92176e-09 2.14515e-09 2.78888e-09 1.93228e-09 1.51858e-09 7.60138e-10 1.51984e-09 1.13781e-09 8.36736e-10 5.19874e-10 3.1471e-09 1.24783e-09 3.53718e-09 2.23426e-09 1.26215e-09 1.3086e-09 1.80064e-09 1.17618e-09 1.15232e-09 9.61913e-10 7.55133e-10 2.24469e-09 6.31798e-10
threshold=-0.083174999999999985 -0.014244999999999999 -0.084644999999999984 0.09227500000000001 -0.23752499999999996 0.32523500000000005 -0.087424999999999989 0.087495000000000017 0.087470000000000006 0.086135000000000003 -0.086079999999999976 0.086565000000000017 -0.08266999999999998 0.086990000000000012 -0.082134999999999986 -0.081364999999999979 0.073690000000000019 0.26676500000000009 0.098465000000000011 0.090355000000000005 0.085675000000000015 0.083995000000000014 0.083935000000000023 0.097525000000000014 0.11803500000000001 0.058970000000000009 0.082105000000000025 -0.50690499999999983 0.095195000000000016 -0.082814999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 7 8 9 -6 -8 -10 13 -12 -14 -16 25 18 19 20 21 -18 23 -23 26 27 -24 28 -17 -29
right_child=1 4 -4 -5 5 -7 10 -9 11 -11 12 -13 14 -15 15 16 17 -19 -20 -21 -22 22 24 -25 -26 -27 -28 29 -30 -31
leaf_value=1.1342758959190863e-08 1.0132343198205015e-06 -4.1658729600158044e-07 -7.7599834882717416e-07 -4.997691997198638e-07 1.0771840107300554e-06 6.4804648616245694e-07 7.475808199939951e-07 -1.2838812784821131e-06 -8.5288360937187421e-07 -2.7970409206545809e-07 8.4065311417210375e-08 3.2146100302705899e-08 7.2335183434998651e-07 -1.010215742718918e-06 -6.27519305106987e-07 2.1371255292430241e-07 6.482780535447198e-07 1.2319351353854795e-06 -4.9507700743178199e-07 1.3248476989247139e-06 -9.8852353100179853e-07 -1.1365452348313521e-06 1.0660758016456384e-06 9.8100488483194374e-08 -3.2370477035091549e-07 -7.4600527852908274e-07 9.7050287620060683e-08 4.2962180227082823e-07 -9.5480579593567527e-07 1.3431172011698633e-09
leaf_weight=173 23 20 22 27 33 20 35 20 33 28 30 47 22 22 21 35 34 24 38 22 21 21 20 27 23 21 21 35 31 2172
leaf_count=173 23 20 22 27 33 20 35 20 33 28 30 47 22 22 21 35 34 24 38 22 21 21 20 27 23 21 21 35 31 2172
internal_value=0 9.85944e-09 -1.28844e-07 -5.76574e-08 1.83523e-09 4.76536e-09 2.28819e-10 -1.52774e-07 7.66713e-09 4.5435e-07 9.43757e-09 -3.32929e-07 -3.48423e-10 -3.789e-07 7.25771e-09 1.11816e-09 6.30535e-09 1.42941e-07 2.78053e-08 1.32935e-07 -2.40833e-08 1.14638e-07 -4.73605e-08 -4.42057e-07 2.48662e-07 -8.64479e-09 5.69746e-07 -1.83239e-09 -3.35137e-07 8.13503e-09
internal_weight=0 2899 222 200 2876 2856 2836 161 141 61 2675 80 2640 52 2588 2566 2545 251 227 189 167 146 112 48 64 2294 41 2273 66 2207
internal_count=3121 2899 222 200 2876 2856 2836 161 141 61 2675 80 2640 52 2588 2566 2545 251 227 189 167 146 112 48 64 2294 41 2273 66 2207
is_linear=0
shrinkage=0.1


Tree=8573
num_leaves=31
num_cat=0
split_feature=156 472 43 12 130 15 159 142 147 447 1 1 1 10 1447 1 160 480 3 1374 401 393 46 151 2 12 49 456 1375 151
split_gain=4.4182e-10 5.11105e-10 3.40847e-10 8.7643e-10 8.55131e-10 5.01894e-10 9.59135e-10 4.09792e-10 5.83521e-10 7.39248e-10 6.4107e-10 5.10027e-09 4.06067e-09 5.89416e-09 1.50531e-09 1.44657e-09 1.2549e-09 1.23636e-09 2.24958e-09 1.15869e-09 9.56396e-10 1.8014e-09 1.36838e-09 8.85822e-10 3.24454e-09 5.21898e-09 3.91166e-09 1.18905e-09 2.61908e-09 2.09831e-09
threshold=0.3248100000000001 -0.097514999999999977 -0.50775499999999985 0.092355000000000007 -0.22699999999999995 -0.5556049999999999 0.10569000000000002 -0.057499999999999989 0.099730000000000027 0.093530000000000016 0.092945000000000014 0.093575000000000019 0.092390000000000014 -0.0026549999999999994 0.059120000000000013 0.091615000000000016 -0.43215499999999996 0.10344000000000002 -0.075634999999999994 -1.0000000180025095e-35 0.094270000000000007 0.085435000000000011 1.0000000180025095e-35 -0.089594999999999994 0.087545000000000026 0.083715000000000026 0.11560500000000001 0.087555000000000008 0.084315000000000015 -0.019324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -7 9 10 12 -12 13 -9 15 17 -13 23 -19 -18 21 22 -21 24 25 -15 -26 29 -29 -25
right_child=-2 2 4 -5 5 7 -8 8 -10 -11 11 16 -14 14 -16 -17 19 18 -20 20 -22 -23 -24 27 26 -27 -28 28 -30 -31
leaf_value=5.0712363986349373e-07 -4.3667495862356865e-07 -2.4202499725275671e-08 -5.9938034411288756e-07 7.7706885662109923e-07 -1.0048995164879671e-07 4.1531114436195269e-07 8.2491271877231713e-07 -1.7027003821112886e-06 3.9741304870436327e-07 -6.0452174802925313e-07 -1.519588284300729e-06 5.7337768666343436e-07 1.287813573526364e-06 9.7920903328940779e-07 6.7262949187352206e-07 7.3786308258116124e-07 6.8564792485403816e-07 1.0458468026846341e-07 -1.246695864861894e-06 -5.59795277220662e-08 4.7765073012559984e-07 -1.043872289177017e-06 -8.4017039536933145e-07 -5.2909412792368808e-07 1.4233083263477328e-06 -1.0800188966486601e-06 -2.6050741423427389e-07 1.2175216206742334e-06 -1.0742832629959495e-07 5.1312447440931488e-09
leaf_weight=20 23 43 24 20 24 23 21 20 35 21 24 32 25 20 35 27 20 28 22 684 29 20 23 77 37 32 22 25 37 1628
leaf_count=20 23 43 24 20 24 23 21 20 35 21 24 32 25 20 35 27 20 28 22 684 29 20 23 77 37 32 22 25 37 1628
internal_value=0 3.23618e-09 -3.7946e-11 2.30169e-07 -4.84825e-09 -7.76795e-11 3.31365e-07 -5.14044e-09 -8.44882e-09 -1.33675e-08 -9.03746e-09 -8.29911e-08 2.11981e-08 5.44419e-09 2.26115e-08 1.09743e-08 -4.03199e-08 7.94862e-10 -4.89979e-07 -6.5627e-08 -8.5502e-08 -1.07966e-07 -8.14907e-08 1.38613e-08 2.87881e-07 -2.88008e-07 7.95445e-07 -3.35223e-09 4.26826e-07 -1.89951e-08
internal_weight=0 3098 3078 63 3015 2991 45 2946 2923 2888 2867 832 2035 2010 1990 1955 808 1928 50 776 756 727 707 1878 111 52 59 1767 62 1705
internal_count=3121 3098 3078 63 3015 2991 45 2946 2923 2888 2867 832 2035 2010 1990 1955 808 1928 50 776 756 727 707 1878 111 52 59 1767 62 1705
is_linear=0
shrinkage=0.1


Tree=8574
num_leaves=31
num_cat=0
split_feature=1429 474 157 475 475 475 475 151 156 1445 3 474 45 11 9 33 8 47 47 47 393 2 1447 481 474 160 481 2 52 4
split_gain=3.75779e-10 6.09633e-10 3.45094e-10 4.73503e-10 4.9036e-10 4.88955e-10 1.54421e-09 1.71308e-09 1.47308e-09 1.15161e-09 1.04562e-09 7.61794e-10 5.04578e-10 2.61471e-09 6.59521e-10 1.76719e-09 1.37709e-09 6.17262e-10 4.47058e-09 3.38903e-09 5.09852e-10 6.921e-10 3.65716e-09 2.3426e-09 2.44681e-09 2.22387e-09 2.10983e-09 2.67969e-09 7.23171e-09 2.18829e-09
threshold=0.12521000000000002 -0.45463999999999999 0.32331500000000007 -0.10664 -0.21364499999999997 -0.086304999999999979 -0.085774999999999976 -0.54526999999999981 0.087610000000000007 0.077020000000000019 -0.085709999999999995 -0.090259999999999993 0.094030000000000016 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 0.097795000000000007 0.092165000000000011 0.09585500000000001 0.088915000000000008 0.11333500000000001 0.083585000000000007 0.040965000000000008 -0.087644999999999987 0.088290000000000021 -0.072114999999999985 -0.087424999999999989 0.084415000000000004 0.08257500000000001 -0.082594999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 -7 -8 10 11 -5 -9 13 -13 15 -15 -16 19 -19 20 21 23 26 -17 25 -25 -23 28 -28 -30
right_child=-2 2 -4 5 -6 6 7 9 -10 -11 -12 12 -14 14 16 17 -18 18 -20 -21 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-5.3975145365690145e-07 4.320750231556758e-07 -3.3952655743318103e-08 4.0487112637303353e-07 5.1402230877073413e-07 -6.9257221070984086e-07 -8.7908210431919554e-07 8.8171088298787996e-07 -6.1369100819774761e-07 9.2094592231284842e-07 -7.4189989205598027e-07 -4.1943794731954161e-07 1.0085745197093623e-06 -3.6638015122510604e-07 8.1274818057863747e-07 -8.451294664058441e-07 -1.1374645217594142e-06 1.9593697473396789e-07 -1.5453958057031786e-06 -2.4599386149835564e-08 1.0899781004574269e-06 3.9901517587814796e-07 -8.8341398142032494e-07 1.3080310904714763e-06 5.3024760328339447e-07 -9.0763399178683819e-07 -8.9629877430585274e-08 2.2288048990048991e-06 -5.4049828271825518e-09 4.2936290378341778e-07 -7.4768654495213391e-07
leaf_weight=21 20 26 21 20 20 20 22 20 23 21 30 26 36 27 27 21 24 21 243 29 32 26 22 67 32 425 20 1701 56 22
leaf_count=21 20 26 21 20 20 20 22 20 23 21 30 26 36 27 27 21 24 21 243 29 32 26 22 67 32 425 20 1701 56 22
internal_value=0 -2.78259e-09 8.78561e-10 -1.89484e-09 -3.20309e-07 2.96644e-09 -3.38135e-09 2.6166e-09 2.58617e-07 -4.057e-09 -4.60538e-08 1.32872e-09 5.63407e-09 1.03815e-08 1.09599e-09 7.7184e-09 -3.55216e-07 -2.81525e-10 -1.45572e-07 1.53551e-08 2.49864e-09 -2.80593e-09 2.64133e-08 -1.0183e-07 -6.03252e-08 -5.21567e-09 1.09637e-08 2.38896e-08 5.3236e-07 9.73746e-08
internal_weight=0 3101 3080 3059 46 3013 2940 2920 73 2898 50 2877 2857 2821 2795 2744 51 2717 264 2453 2424 2392 1847 545 524 492 1825 1799 98 78
internal_count=3121 3101 3080 3059 46 3013 2940 2920 73 2898 50 2877 2857 2821 2795 2744 51 2717 264 2453 2424 2392 1847 545 524 492 1825 1799 98 78
is_linear=0
shrinkage=0.1


Tree=8575
num_leaves=31
num_cat=0
split_feature=1447 480 472 1429 1429 52 3 472 475 15 157 156 49 157 13 16 1371 160 2 481 1446 1447 52 1447 474 474 475 1375 1 1456
split_gain=3.89717e-10 8.5867e-10 3.73527e-10 7.79527e-10 4.65403e-10 6.12566e-10 1.02423e-09 5.87397e-10 5.45939e-10 9.24846e-10 4.19932e-10 4.4359e-09 4.24405e-09 2.20712e-09 1.96841e-09 9.99069e-10 7.59911e-10 5.77479e-10 4.04607e-09 8.90149e-09 3.76732e-09 9.42983e-10 4.17782e-09 2.55678e-09 6.23166e-10 3.05471e-09 2.95557e-09 9.93344e-10 2.51918e-09 9.22668e-10
threshold=0.071705000000000005 0.085075000000000026 -0.38234499999999999 -0.23587499999999997 -0.092414999999999983 -0.56741999999999992 -0.086274999999999977 1.0000000180025095e-35 0.051590000000000004 -0.052074999999999989 -0.086244999999999988 0.08759500000000002 0.08610000000000001 -0.083699999999999983 -0.085384999999999975 -0.0094449999999999968 0.08976000000000002 -0.52439499999999983 0.092875000000000013 -0.085749999999999979 0.08826500000000001 -0.086279999999999982 -0.0087299999999999982 -0.085644999999999985 0.091650000000000009 0.089130000000000015 -0.065099999999999977 -0.13067499999999996 0.090740000000000015 0.11253500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6 8 10 -10 11 12 14 -12 -7 -16 17 18 19 -15 -21 22 -19 -23 25 27 -26 28 -25 -29
right_child=1 -3 3 4 5 7 -8 -9 9 -11 13 -13 -14 16 15 -17 -18 21 -20 20 -22 23 -24 24 26 -27 -28 29 -30 -31
leaf_value=-3.8888622242438944e-07 -7.5287853530339596e-07 1.626678326971387e-07 5.8714510052358619e-07 -3.9591512290826358e-07 -9.7263482178364258e-08 -1.0732430470739019e-06 9.0265669712152889e-07 -4.8136991381397821e-07 -1.6403380215024299e-07 7.4047305539820102e-07 8.9134570071536254e-07 -1.1935306311716687e-06 1.2849067982756424e-06 -1.8450479925294614e-06 6.2357093687145002e-07 -3.1204352291069885e-07 -5.6124486794336308e-07 -1.445576234004875e-06 1.187842465535669e-06 1.5458266512330906e-06 -2.6584063069397723e-07 1.1300786411538865e-06 3.1011468037563232e-07 -1.2954896226347046e-06 3.8512184631276186e-08 1.2070674434501902e-06 -1.1277897271558654e-06 1.0289247470595421e-08 2.7269368247505642e-07 -6.4036388003139368e-07
leaf_weight=24 21 20 23 29 21 20 20 25 20 26 28 32 25 22 21 25 24 23 31 22 24 20 33 20 97 21 28 2333 21 22
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internal_value=0 -3.06271e-07 4.08142e-09 7.16756e-09 2.76944e-09 6.61826e-09 3.90502e-07 1.30633e-09 5.41351e-09 3.47209e-07 -2.3071e-11 -1.80823e-07 1.75294e-07 8.00814e-09 -2.45015e-07 1.15085e-07 -1.01537e-09 3.93329e-09 2.41011e-07 -1.90633e-07 6.00609e-07 -5.03183e-09 -4.10973e-07 3.8412e-09 -5.01984e-09 6.23997e-09 -2.22739e-07 -4.28481e-09 -4.92274e-07 4.21096e-09
internal_weight=0 41 3080 3056 3033 3004 41 2963 2938 46 2892 123 91 2769 66 46 2741 2717 99 68 46 2618 56 2562 2542 2417 125 2396 41 2355
internal_count=3121 41 3080 3056 3033 3004 41 2963 2938 46 2892 123 91 2769 66 46 2741 2717 99 68 46 2618 56 2562 2542 2417 125 2396 41 2355
is_linear=0
shrinkage=0.1


Tree=8576
num_leaves=31
num_cat=0
split_feature=1429 475 15 474 474 474 16 475 46 1429 12 154 31 34 474 0 133 474 474 376 16 42 52 3 4 34 124 49 15 0
split_gain=3.70481e-10 5.28094e-10 9.40123e-10 7.48922e-10 4.97161e-10 4.20941e-10 3.41626e-10 1.11325e-09 4.19826e-10 5.86375e-10 3.21195e-09 4.13695e-10 6.29672e-10 8.12287e-10 5.42169e-10 2.61218e-09 2.61846e-09 1.48839e-09 9.71701e-10 7.75758e-10 8.14197e-10 1.15692e-09 7.63935e-10 7.23706e-10 1.12273e-09 6.73679e-10 7.12173e-10 1.24294e-09 6.27952e-10 6.2633e-10
threshold=0.12521000000000002 -0.24615999999999996 -0.0088349999999999974 -0.23025999999999996 -0.090834999999999985 -0.031869999999999989 0.63636000000000015 0.13528000000000004 0.084955000000000017 -0.050194999999999997 0.085325000000000012 0.084190000000000001 -0.08539999999999999 -0.08786999999999999 0.089070000000000024 0.0059850000000000016 0.091410000000000005 0.088290000000000021 0.08708500000000001 0.083890000000000006 -0.5009849999999999 0.08623500000000002 -0.081429999999999989 -0.086274999999999977 -0.021294999999999998 -0.06920999999999998 -0.0037749999999999993 -0.053364999999999996 -0.015039999999999998 -0.09515499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 7 8 9 10 -7 12 -11 -14 17 16 23 18 19 25 -21 22 -22 -16 -25 -15 27 -27 -26 -29
right_child=-2 3 -4 4 5 6 -8 -9 -10 11 -12 -13 13 14 15 -17 -18 -19 -20 20 21 -23 -24 24 28 26 -28 29 -30 -31
leaf_value=1.0418206426636617e-07 4.2901207308432277e-07 6.1216459187107833e-07 -8.1019091996123213e-07 -4.0685121424151782e-07 4.2842881356982025e-07 -1.3365613469318305e-06 -2.9504896486123942e-07 7.1156335598681672e-07 3.114179118516144e-07 -4.4536486941084268e-07 2.6945738076647382e-07 -3.9791475851066372e-07 5.8707982049099887e-07 -5.9644013049364742e-07 -6.4038271669157141e-07 1.2497383389131757e-06 1.0365468230330324e-06 -7.7634089768707787e-07 6.9331442830389279e-07 -3.1392901230934254e-07 4.3824513706880452e-07 8.4008055861271293e-07 -2.8402109577469943e-07 5.0841322506909955e-07 -4.1956194024805887e-08 -9.829158395291416e-07 -2.6556877007644543e-09 1.5952724121164118e-07 -6.8306699277022949e-07 -4.2771561012955319e-07
leaf_weight=23 20 20 22 30 23 20 39 22 42 31 33 26 24 20 24 20 22 25 20 21 32 34 27 28 50 20 2307 42 22 32
leaf_count=23 20 20 22 30 23 20 39 22 42 31 33 26 24 20 24 20 22 25 20 21 32 34 27 28 50 20 2307 42 22 32
internal_value=0 -2.76944e-09 -3.42845e-07 2.23821e-09 -1.77975e-09 2.26288e-09 -1.02301e-09 2.87203e-09 -2.46377e-09 -7.04121e-09 -3.36587e-07 -8.62949e-10 2.82264e-09 7.83846e-09 2.7759e-09 1.77951e-07 3.1131e-08 -8.49507e-09 -9.81899e-10 -6.45958e-09 2.48469e-07 3.75463e-07 1.07717e-07 -1.47249e-07 -2.88971e-08 -1.84637e-08 -1.36492e-08 -2.83458e-07 -2.37851e-07 -9.44156e-08
internal_weight=0 3101 45 3056 3036 3006 2983 2944 2922 2880 53 2827 2801 2770 2746 166 146 2580 2555 2535 114 93 59 124 100 2421 2401 94 72 74
internal_count=3121 3101 45 3056 3036 3006 2983 2944 2922 2880 53 2827 2801 2770 2746 166 146 2580 2555 2535 114 93 59 124 100 2421 2401 94 72 74
is_linear=0
shrinkage=0.1


Tree=8577
num_leaves=31
num_cat=0
split_feature=1374 0 1375 1375 150 457 457 146 1371 1375 16 0 2 1455 484 16 16 1213 1213 401 401 401 16 2 158 128 13 132 484 12
split_gain=3.38847e-10 3.10599e-09 5.43365e-10 8.12914e-10 4.69767e-10 8.49225e-10 7.06959e-10 5.43969e-10 4.74404e-10 4.10471e-10 2.00585e-09 2.62477e-09 1.62173e-09 1.16377e-09 9.71662e-10 4.28348e-10 3.38917e-09 2.6444e-09 1.18864e-08 4.07615e-09 2.60211e-09 2.1941e-09 1.46927e-09 2.14182e-09 1.42451e-09 1.56098e-09 1.27437e-09 2.17177e-09 1.76316e-09 2.68825e-09
threshold=-0.096434999999999979 -0.085669999999999982 -0.16449999999999998 -0.085004999999999983 0.12706500000000001 0.098180000000000003 0.094310000000000019 0.086030000000000009 0.081810000000000008 0.060690000000000008 -0.087659999999999988 -0.091069999999999984 0.087995000000000004 0.078065000000000009 -0.059599999999999993 -0.087484999999999993 -0.087989999999999985 -0.083944999999999978 -0.090764999999999985 0.10718500000000002 0.093220000000000011 0.093120000000000022 -0.085589999999999986 0.08542000000000001 0.077000000000000013 0.084155000000000021 -0.085964999999999986 0.078465000000000021 0.090535000000000018 0.089150000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 7 8 9 15 -11 -12 14 -14 -13 16 17 18 20 21 -5 24 23 -17 25 -19 27 -26 29 -28
right_child=2 -3 3 4 -6 -7 -8 -9 -10 10 11 12 13 -15 -16 22 -18 19 -20 -21 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-9.6293881709032443e-07 -4.6970567619079404e-07 6.0540824397716992e-07 5.3490397837369281e-07 3.9563906609276145e-07 3.4773060884291249e-07 -5.0606752107672619e-07 5.8219527978681508e-07 -5.1983221794671418e-07 -4.7009274394007485e-07 9.6654586682321832e-07 -9.6125899495330924e-07 1.1197539908172748e-06 -6.0230911879410056e-07 4.0412464031192035e-07 1.7892590882357104e-07 1.2365039690820369e-06 -1.0868397537471479e-06 -1.9788537504866205e-07 2.3449909972441673e-06 -1.4587615667204818e-06 -8.4209284617979084e-07 8.9475265167375062e-07 1.1028975696175633e-08 -1.2950403035202644e-07 1.196907931953563e-06 4.5869729656070985e-07 -2.2952630121469357e-07 -1.1453276566380342e-07 -8.4813045532428076e-07 1.0994563699964405e-06
leaf_weight=28 24 23 29 35 39 33 21 20 21 26 23 23 27 20 21 24 31 506 25 21 33 24 1844 22 28 39 45 23 20 23
leaf_count=28 24 23 29 35 39 33 21 20 21 26 23 23 27 20 21 24 31 506 25 21 33 24 1844 22 28 39 45 23 20 23
internal_value=0 -2.55645e-07 4.24799e-09 7.98236e-09 2.91749e-09 -1.5982e-09 4.0546e-09 -9.75726e-11 3.48187e-09 6.93142e-09 1.73951e-07 -6.816e-09 2.34417e-07 -1.74039e-07 6.70722e-07 -1.5931e-09 -6.04154e-08 -2.17059e-08 4.80463e-07 -8.57687e-08 -2.05025e-07 -4.50443e-08 2.49547e-08 5.83196e-07 -7.80196e-08 -1.50901e-07 2.07736e-07 6.05474e-07 -2.27704e-08 2.19983e-07
internal_weight=0 51 3070 3046 3017 2978 2945 2924 2904 2883 140 114 91 47 44 2743 853 822 93 729 68 708 1890 46 684 545 139 51 88 68
internal_count=3121 51 3070 3046 3017 2978 2945 2924 2904 2883 140 114 91 47 44 2743 853 822 93 729 68 708 1890 46 684 545 139 51 88 68
is_linear=0
shrinkage=0.1


Tree=8578
num_leaves=31
num_cat=0
split_feature=1447 2 472 1429 1425 52 475 475 484 2 3 151 2 151 376 40 52 123 151 40 42 1 10 1 9 2 0 484 12 0
split_gain=3.25613e-10 7.50476e-10 3.28368e-10 6.36237e-10 4.0448e-10 6.75262e-10 7.09117e-10 4.12067e-09 3.20434e-09 1.91e-09 1.40527e-09 1.25977e-09 6.38416e-10 5.92475e-10 4.57119e-10 9.64546e-10 9.64294e-10 5.11672e-10 1.37385e-09 7.96646e-10 1.17455e-09 7.43573e-10 1.71553e-09 1.30693e-09 1.27825e-09 1.15713e-09 3.15482e-09 9.2018e-10 2.51353e-09 7.79464e-10
threshold=0.071705000000000005 0.086675000000000016 -0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.56741999999999992 -0.086279999999999982 -0.085684999999999997 0.085790000000000019 0.10644500000000001 -0.087429999999999994 -0.52488999999999986 0.086885000000000004 -0.27559499999999998 0.086445000000000008 -0.049474999999999998 -0.07167999999999998 0.085290000000000019 -0.082829999999999973 -0.07632499999999999 0.093775000000000011 0.13743000000000002 0.046740000000000011 0.13968000000000003 0.088235000000000022 -0.0050599999999999994 -0.074479999999999977 0.090535000000000018 0.097825000000000009 -0.14723999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 8 -8 9 10 -7 -9 -12 -13 17 16 -16 21 -19 20 -20 22 24 -23 25 26 -15 28 -25 -27
right_child=1 -3 3 4 -6 6 7 11 -10 -11 12 13 -14 14 15 -17 -18 18 19 -21 -22 23 -24 27 -26 29 -28 -29 -30 -31
leaf_value=-3.6471399624815607e-07 1.5845322110408233e-07 -6.9747168907275367e-07 5.3059579949045543e-07 4.2472221553536754e-07 -4.1511035385116454e-07 9.3121294342035124e-07 1.4062622718873691e-06 -6.3369670956966914e-07 -1.2988690467290839e-06 -8.6388525687652874e-07 2.912841736701921e-07 4.4931367279824975e-07 -3.6746176549838443e-07 1.4612168386918258e-06 9.9520942882236345e-07 -3.228376122230905e-07 1.4253880710807859e-07 -9.4094860536469712e-07 -1.9840195594866827e-07 -4.6091788430402403e-07 6.5521309567076164e-07 -9.5634222315679619e-07 6.7461587007481941e-07 -2.8567413429039741e-07 -6.5386427552076729e-07 1.7669428157592422e-07 -1.7135242612100447e-07 -6.6883604073977733e-07 1.0070634053655731e-06 -1.5348491990167867e-08
leaf_weight=24 20 21 23 38 23 21 21 31 23 20 31 30 28 20 21 22 36 21 40 32 27 21 39 53 29 235 29 21 21 2100
leaf_count=24 20 21 23 38 23 21 21 31 23 20 31 30 28 20 21 22 36 21 40 32 27 21 39 53 29 235 29 21 21 2100
internal_value=0 -2.79947e-07 3.73391e-09 6.62748e-09 2.6541e-09 5.84632e-09 4.90573e-10 1.064e-08 -2.34596e-07 1.01865e-08 2.28704e-07 2.76455e-10 -2.1341e-08 7.30297e-09 2.51066e-09 2.396e-07 4.56681e-07 -4.45735e-09 -2.06288e-07 -5.04515e-08 1.45592e-07 4.97401e-09 1.6678e-08 -2.42424e-07 6.04408e-09 1.40715e-08 4.95002e-07 -8.461e-08 8.11838e-08 3.97915e-09
internal_weight=0 41 3080 3056 3033 3010 2972 2849 123 100 80 2828 59 2797 2767 79 57 2688 120 99 67 2568 2452 116 2413 2384 49 95 74 2335
internal_count=3121 41 3080 3056 3033 3010 2972 2849 123 100 80 2828 59 2797 2767 79 57 2688 120 99 67 2568 2452 116 2413 2384 49 95 74 2335
is_linear=0
shrinkage=0.1


Tree=8579
num_leaves=31
num_cat=0
split_feature=1429 156 475 471 157 484 2 2 151 13 2 157 157 1451 1454 157 474 157 1456 483 483 483 12 482 12 482 2 33 1456 158
split_gain=4.04737e-10 9.56096e-10 3.79719e-10 4.79613e-10 3.41498e-10 2.69307e-09 1.89002e-09 2.51092e-09 1.52828e-09 1.07682e-09 2.6611e-09 6.12802e-10 1.5479e-09 6.40294e-10 1.3908e-09 8.82567e-10 2.56337e-09 9.14215e-10 4.86345e-10 5.26397e-10 7.5267e-10 5.64178e-10 2.08494e-09 1.33526e-09 2.76881e-09 1.65632e-09 1.18603e-09 5.96993e-10 5.98893e-10 6.25941e-10
threshold=-0.23752499999999996 0.32523500000000005 0.12927000000000002 0.10277000000000001 -0.087424999999999989 0.08764000000000001 0.087470000000000006 0.085235000000000019 -0.55306499999999992 -0.080519999999999994 0.10402500000000002 -0.085474999999999982 -0.083699999999999983 0.080930000000000016 0.084535000000000013 -0.081364999999999979 0.088290000000000021 -0.080299999999999996 0.11253500000000001 0.13622000000000004 0.12325000000000001 0.098395000000000024 0.094835000000000017 0.089605000000000018 0.08493500000000001 0.085585000000000008 0.096540000000000015 -0.0066799999999999993 -0.23007499999999997 0.096590000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -6 -8 -11 -10 -13 15 -15 16 -14 -17 19 20 21 23 26 25 -25 27 -23 -19 -29 -30
right_child=1 -3 -4 -5 8 -7 9 -9 11 10 -12 12 13 14 -16 17 -18 18 -20 -21 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-4.2739971516683992e-07 -8.2124737059821677e-08 6.9221420176290857e-07 -4.3574890312925163e-07 4.5632978912101908e-07 8.5567722375604454e-07 -1.2295653223759474e-06 -9.2055042260467826e-07 1.2178907857910796e-06 -3.9943146676528997e-07 7.0513222888858653e-07 -7.7151837145969736e-07 8.6018256952445974e-07 1.0266569679865475e-07 8.0435688530620798e-07 -2.500462718496072e-07 6.5767174505925235e-07 -1.2473129822413142e-06 4.3837379962496933e-07 -3.6475323351264462e-07 4.9900261977936251e-07 -6.1477898810835546e-07 3.360364968455422e-07 1.0670579356997224e-06 4.9869506359728431e-08 -1.432952107336405e-06 8.1318265256413735e-07 -5.611813770874856e-07 5.2118854887745715e-07 -1.9287251949880311e-09 -2.1363044458206141e-07
leaf_weight=22 39 20 20 23 21 20 22 24 38 23 26 21 39 29 22 21 22 30 37 21 20 34 23 34 20 25 26 21 2229 149
leaf_count=22 39 20 20 23 21 20 22 24 38 23 26 21 39 29 22 21 22 30 37 21 20 34 23 34 20 25 26 21 2229 149
internal_value=0 3.03885e-09 -1.43777e-09 1.40179e-09 -2.04463e-09 -1.47132e-07 1.44251e-08 4.13119e-07 5.70813e-09 -3.39346e-07 -7.83967e-08 -5.30719e-10 4.83883e-09 -1.57167e-09 3.49516e-07 -8.08039e-09 -3.84212e-07 4.48984e-10 -4.72212e-09 3.39107e-10 -3.67159e-09 1.04556e-09 2.57553e-07 -7.4433e-09 -4.99324e-07 3.38047e-09 -5.27579e-08 -4.95426e-09 -1.04982e-08 -1.51935e-08
internal_weight=0 3099 3079 3059 3036 154 134 63 2882 71 49 2861 2823 2802 51 2751 61 2690 2669 2632 2611 2591 83 2508 54 2454 60 2429 2399 2378
internal_count=3121 3099 3079 3059 3036 154 134 63 2882 71 49 2861 2823 2802 51 2751 61 2690 2669 2632 2611 2591 83 2508 54 2454 60 2429 2399 2378
is_linear=0
shrinkage=0.1


Tree=8580
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 2 52 471 157 475 4 484 51 157 157 49 157 1429 1429 160 2 367 1451 1453 51 0 483 42 42 1213 42
split_gain=3.4819e-10 6.12105e-10 3.49565e-10 3.52835e-10 1.04834e-09 3.61049e-10 6.50526e-10 4.9374e-10 3.71739e-09 3.03118e-09 6.01958e-09 3.16885e-09 1.31951e-09 7.39521e-10 2.45175e-09 1.1532e-09 5.71421e-10 1.31962e-09 8.92984e-10 2.00085e-09 8.6096e-10 5.48767e-10 7.40756e-10 7.32347e-10 4.90838e-10 4.8259e-10 4.9334e-10 6.02451e-09 8.61162e-09 4.1536e-09
threshold=-0.38234499999999999 -0.23587499999999997 -0.092414999999999983 -0.060529999999999994 0.086950000000000013 -0.56741999999999992 0.10338500000000002 -0.086284999999999987 -0.085774999999999976 -0.0086549999999999978 0.085740000000000011 -0.0057349999999999996 -0.083699999999999983 -0.081889999999999991 0.006170000000000001 -0.080544999999999992 0.091545000000000015 0.087785000000000016 -0.065039999999999987 0.10699500000000002 -0.062109999999999992 0.095645000000000022 1.0000000180025095e-35 -0.46621499999999999 -0.085544999999999982 -0.47356499999999996 0.086950000000000013 0.087505000000000013 -0.020279999999999996 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 8 -7 10 24 -11 -9 14 -14 -15 17 20 -18 -20 -17 22 23 -22 -10 -25 29 28 -28 -27
right_child=1 2 3 5 -6 6 -8 12 9 11 -12 -13 13 15 -16 16 18 -19 19 -21 21 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-3.7942231756460387e-07 5.1690441651430772e-07 -3.4644882874860726e-07 8.3215695170224544e-07 3.1246174185323783e-07 -6.6454254932535618e-08 -1.4481803646049231e-06 -5.6074236075194981e-07 6.2659927045709038e-07 2.4765951216274765e-07 -1.5726337491628329e-06 1.8055202350420918e-06 4.1874529100119441e-08 -1.0710056640164113e-06 6.6940338832374934e-07 3.7645028689455149e-07 5.8290680067329967e-07 -1.1566359583436992e-07 -7.9701701546734211e-07 1.300326508406613e-06 -1.1418642884564179e-07 4.8505925434483296e-07 4.9048058744202456e-07 -5.8886192562113142e-07 -4.5824437364672124e-07 -3.4586888192297684e-07 -1.9970510924432965e-08 2.7182864417341083e-06 -4.5494950568396849e-09 -2.1627020856840321e-07 -1.271170644814548e-06
leaf_weight=24 23 29 20 36 37 20 21 34 22 20 22 31 25 26 22 25 32 21 20 20 30 22 22 24 38 1531 20 857 20 27
leaf_count=24 23 29 20 36 37 20 21 34 22 20 22 31 25 26 22 25 32 21 20 20 30 22 22 24 38 1531 20 857 20 27
internal_value=0 2.94314e-09 -9.02377e-10 2.38854e-09 2.48848e-07 -2.31299e-09 -6.15171e-09 -2.17818e-09 -1.77067e-07 1.4078e-08 3.90572e-07 -5.91266e-07 7.45392e-09 -2.1771e-10 -3.93473e-07 6.63546e-09 1.83957e-10 -7.51451e-09 2.78077e-07 5.9307e-07 -1.08334e-09 -6.80201e-09 -1.11245e-08 -6.05864e-09 -1.28242e-07 -1.2002e-08 -7.63953e-09 5.14397e-08 1.25101e-06 -4.16537e-08
internal_weight=0 3097 3074 3045 57 2988 2952 2931 153 133 82 51 2778 2744 47 2697 2671 2599 72 40 2578 2553 2531 2509 60 2479 2455 897 40 1558
internal_count=3121 3097 3074 3045 57 2988 2952 2931 153 133 82 51 2778 2744 47 2697 2671 2599 72 40 2578 2553 2531 2509 60 2479 2455 897 40 1558
is_linear=0
shrinkage=0.1


Tree=8581
num_leaves=31
num_cat=0
split_feature=1429 156 400 12 1203 12 400 12 394 15 47 10 33 47 47 10 40 10 148 16 13 2 2 481 1447 479 2 1375 3 11
split_gain=4.1401e-10 8.59377e-10 3.26128e-10 1.66691e-09 2.34265e-09 1.97727e-09 1.04362e-09 7.17049e-10 4.03017e-10 6.48131e-10 3.9294e-10 3.38948e-09 3.23849e-09 1.05833e-09 8.80628e-10 6.11479e-10 7.89987e-10 8.66952e-10 6.07174e-10 7.24739e-10 1.31605e-09 5.95725e-10 3.36139e-09 4.10841e-09 2.83038e-09 2.37648e-09 2.68172e-09 1.47139e-09 1.32135e-09 2.09674e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.082714999999999983 0.087505000000000013 0.087520000000000014 0.086505000000000012 -0.081749999999999975 0.089300000000000004 0.013605000000000001 0.084905000000000022 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.096770000000000009 0.091210000000000013 -0.38124499999999995 -0.24134999999999998 -0.084119999999999986 -0.10069499999999999 -0.54656499999999986 -0.029529999999999997 0.091055000000000011 0.09142500000000002 -0.091784999999999992 0.040965000000000008 0.078750000000000014 0.090675000000000019 0.08456000000000001 -0.094874999999999987 0.092630000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 -2 -4 -5 10 -10 12 -12 -8 -13 15 -14 -17 -18 -19 20 -20 24 -23 -24 25 26 27 -21 29 -25
right_child=1 -3 6 4 -6 -7 8 -9 9 -11 11 13 14 -15 -16 16 17 18 19 21 -22 22 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-4.3227597591959981e-07 2.8005620695536061e-07 6.5645336121633592e-07 -7.1039819485598685e-07 -3.035596606082436e-07 1.2025911908007349e-06 -1.0794738534514181e-06 -1.0533400836720829e-06 3.945773763982816e-07 -9.400532906444039e-08 6.6520540227459253e-07 1.3577813160736696e-06 -6.8990989063877353e-07 3.7928181870647209e-07 6.3703877703745681e-08 6.3665138224591612e-07 -6.305221177171916e-07 4.6583237370804142e-07 4.587440424931909e-07 1.3456472595407832e-07 -6.1964604809130333e-08 -8.6365241470178136e-07 1.1834899146379031e-06 1.4285226026089504e-06 3.7426355614769046e-07 -1.0076521725695344e-06 7.4913629907461801e-07 -1.0893688338455833e-06 5.9590538538957717e-07 -7.6563346283625323e-08 -4.6253699813682078e-07
leaf_weight=22 23 20 21 28 26 20 30 31 22 23 20 20 39 273 21 21 37 26 25 1187 28 25 20 157 31 37 25 35 791 37
leaf_count=22 23 20 21 28 26 20 30 31 22 23 20 20 39 273 21 21 37 26 25 1187 28 25 20 157 31 37 25 35 791 37
internal_value=0 3.06574e-09 -1.17842e-09 1.55089e-07 4.1176e-07 -3.52283e-07 -7.95654e-09 6.32581e-08 -2.92198e-09 2.94036e-07 -7.5539e-09 9.82383e-08 -2.04283e-08 1.22627e-08 -8.23816e-09 -1.36101e-08 -1.97837e-08 -1.45722e-08 -2.19051e-08 -2.71164e-08 -3.92795e-07 -1.88516e-08 3.80986e-08 9.60632e-09 -6.34591e-08 -4.06631e-08 -6.40974e-08 -4.31222e-08 -1.92042e-08 2.14668e-07
internal_weight=0 3099 3079 128 85 43 2951 59 2930 45 2885 313 2572 293 2542 2521 2482 2461 2424 2398 53 2345 1030 1005 1315 1284 1247 1222 985 194
internal_count=3121 3099 3079 128 85 43 2951 59 2930 45 2885 313 2572 293 2542 2521 2482 2461 2424 2398 53 2345 1030 1005 1315 1284 1247 1222 985 194
is_linear=0
shrinkage=0.1


Tree=8582
num_leaves=31
num_cat=0
split_feature=156 1428 132 50 1185 1203 132 12 133 4 403 52 15 1200 133 39 9 3 9 40 11 11 1420 13 12 15 13 13 13 13
split_gain=3.8303e-10 5.76273e-10 3.56697e-10 8.70627e-09 5.50324e-09 1.73366e-09 4.6094e-10 4.05632e-10 5.89e-10 9.85769e-10 5.97414e-10 5.7041e-10 5.48309e-10 3.61421e-10 4.91148e-10 3.93608e-10 1.08692e-09 6.83282e-09 2.17215e-09 8.25758e-10 3.82633e-10 5.92422e-10 8.43118e-10 4.51634e-10 2.03155e-09 2.01151e-09 2.18834e-09 7.52282e-10 1.43454e-09 1.07063e-09
threshold=0.3248100000000001 0.10668500000000002 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.050879999999999988 0.11527000000000001 -0.37971999999999995 -0.00059999999999999995 -0.020569999999999995 0.085175000000000015 0.084510000000000016 0.092250000000000013 -0.50375999999999987 -1.0000000180025095e-35 0.091600000000000015 -0.014944999999999998 0.085555000000000006 -0.047054999999999993 0.096215000000000009 0.087925000000000017 -0.086219999999999977 0.24813000000000004 0.10589000000000003 -0.56020999999999987 0.23074000000000003 0.11217000000000001 0.15641500000000003 0.061215000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 7 -6 8 9 -1 11 -10 -13 14 -8 19 18 -18 20 -16 21 22 -17 25 -25 -24 27 29 -29 -27
right_child=-2 -3 4 -5 6 -7 13 -9 10 -11 -12 12 -14 -15 15 16 17 -19 -20 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=1.1869514975972249e-07 -4.0658245008829834e-07 5.3806433925274172e-07 -1.5853680657071128e-06 2.1112488502694761e-06 4.214730025772986e-07 -9.6077036573660732e-07 3.2556919839088969e-07 4.3393792479730022e-07 -3.2506063527502874e-07 -8.622728233831368e-07 5.2544227931624243e-07 -1.1379684000322915e-07 5.3237191176928416e-07 -4.2510665394956963e-07 -7.3432051023349156e-08 5.6998040187750125e-07 5.3145722778290596e-07 -1.716017472593497e-06 9.8939525307948562e-07 7.1738929719962792e-07 3.1087295082910273e-07 -4.6243571411988059e-07 9.4578000212922313e-07 9.3568701901884481e-08 -1.0153905309451261e-06 3.2334532847868432e-10 -9.2724367227138874e-07 9.8749425309175768e-07 -2.2403115269461968e-08 -3.3572186034626211e-07
leaf_weight=21 23 20 22 20 26 20 46 21 39 20 24 29 24 20 31 25 31 24 22 23 37 29 22 53 24 2239 26 22 39 99
leaf_count=21 23 20 22 20 26 20 46 21 39 20 24 29 24 20 31 25 31 24 22 23 37 29 22 53 24 2239 26 22 39 99
internal_value=0 3.01628e-09 -4.60312e-10 1.22842e-07 -9.85885e-09 -7.80076e-08 2.3544e-09 2.11792e-08 -3.40305e-08 -3.59826e-07 8.11213e-08 -3.47886e-08 1.78808e-07 -1.52081e-09 1.51347e-09 -3.91499e-09 -9.27716e-09 -4.49259e-07 -1.00447e-10 2.63399e-07 -8.42508e-09 -1.30077e-08 -7.89456e-09 -1.36184e-08 -2.52081e-07 -6.11464e-09 -1.47504e-08 -4.86092e-09 3.41822e-07 -1.39061e-08
internal_weight=0 3098 3078 218 2860 198 2838 178 157 41 116 92 53 2812 2792 2746 2692 55 2637 54 2615 2578 2549 2524 77 2447 2425 2399 61 2338
internal_count=3121 3098 3078 218 2860 198 2838 178 157 41 116 92 53 2812 2792 2746 2692 55 2637 54 2615 2578 2549 2524 77 2447 2425 2399 61 2338
is_linear=0
shrinkage=0.1


Tree=8583
num_leaves=31
num_cat=0
split_feature=1429 156 40 130 40 376 13 13 52 160 49 16 43 2 13 3 0 0 11 1212 33 47 47 47 132 1203 399 1 16 1419
split_gain=3.51778e-10 7.95497e-10 3.40259e-10 8.27784e-10 6.79272e-10 5.79294e-10 4.00766e-10 1.831e-09 1.61614e-09 8.72477e-10 1.80484e-09 1.14661e-09 1.05946e-09 1.07091e-09 9.26692e-10 6.88292e-10 7.85977e-10 2.15105e-09 7.29814e-10 6.30859e-10 6.14372e-10 8.47655e-10 4.7175e-09 3.89263e-09 7.50535e-10 1.17682e-08 6.4223e-09 1.84715e-09 6.12795e-10 6.06601e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.24620999999999996 -0.22699999999999995 -0.099059999999999995 -0.098069999999999977 0.095710000000000017 0.084330000000000016 -0.54906499999999991 -0.054789999999999998 0.093835000000000016 0.25084500000000004 -0.11180499999999999 0.080205000000000012 0.24813000000000004 -0.16726499999999997 0.10455500000000001 0.13134000000000004 -0.011194999999999998 -0.52517999999999987 -0.009184999999999997 0.094160000000000008 0.096770000000000009 0.090100000000000013 -0.083284999999999984 0.089165000000000008 0.091580000000000009 0.088135000000000005 0.11346000000000002 0.086505000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 15 -8 -10 11 12 13 -11 -15 -7 18 -18 -17 -20 -21 23 -23 24 25 27 29 -22 -19 -26
right_child=1 -3 3 4 5 6 8 -9 9 10 -12 -13 -14 14 -16 16 17 28 19 20 21 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-3.9845941421519494e-07 4.0987399245295821e-07 6.3146627724108842e-07 -6.1513502839328677e-07 4.0985450979746932e-07 -4.4974964123804091e-07 5.1012084419163825e-07 8.6672967234755144e-07 -6.920554047458912e-07 -3.0013058853214643e-07 5.5282000685198138e-07 -5.985288305931102e-07 9.0822376489541056e-07 7.6804510429254784e-07 -6.0305672766316416e-07 1.4774420841539334e-07 5.7509087954796007e-07 -1.2126929793510044e-06 -3.4378517279080938e-07 5.5610373845382815e-07 -5.5979136959649622e-07 2.8031754866090362e-08 1.5671667711103511e-06 3.9991125403678989e-08 -1.1363571194388281e-06 -1.5716981746537856e-08 2.4727427273774084e-06 -1.8079840985762984e-06 -1.0037523111350312e-06 4.1143023281620118e-07 3.440505921640617e-07
leaf_weight=22 20 20 22 40 29 26 26 39 58 26 27 25 23 31 35 22 20 21 20 20 131 22 251 31 1984 20 20 20 22 48
leaf_count=22 20 20 22 40 29 26 26 39 58 26 27 25 23 31 35 22 20 21 20 20 131 22 251 31 1984 20 20 20 22 48
internal_value=0 2.83142e-09 -1.25195e-09 -3.93993e-09 4.87566e-10 -4.97612e-09 -6.30291e-10 -1.17991e-08 1.20268e-07 3.40106e-08 1.5006e-07 2.9443e-07 1.60997e-07 9.23488e-09 -2.04905e-07 -1.89242e-09 -6.91216e-09 -3.55903e-07 1.58009e-09 -3.33508e-09 -7.72801e-09 -3.35869e-09 1.6306e-07 -2.3515e-08 -7.9963e-09 1.93286e-07 -2.47699e-08 -1.08628e-07 4.26041e-08 -7.21854e-09
internal_weight=0 3099 3079 3059 3037 2997 2968 2717 251 225 167 140 115 92 66 2678 2652 63 2589 2567 2547 2527 273 2254 2223 171 2052 151 43 2032
internal_count=3121 3099 3079 3059 3037 2997 2968 2717 251 225 167 140 115 92 66 2678 2652 63 2589 2567 2547 2527 273 2254 2223 171 2052 151 43 2032
is_linear=0
shrinkage=0.1


Tree=8584
num_leaves=31
num_cat=0
split_feature=472 1429 130 40 120 33 9 3 9 15 49 49 0 2 49 151 475 1 474 1373 150 147 448 457 0 1375 150 3 1374 151
split_gain=4.42306e-10 6.35158e-10 3.90875e-10 6.62386e-10 4.87184e-10 8.34339e-10 4.62174e-10 1.97662e-09 6.44351e-10 3.90583e-10 6.82866e-10 4.17452e-10 1.12206e-09 1.5452e-09 7.18153e-10 1.90892e-09 4.8257e-10 2.98617e-09 1.2947e-09 4.49911e-10 1.19187e-09 1.22758e-09 1.19358e-09 6.62422e-10 3.14494e-09 5.84529e-10 9.93246e-10 3.37442e-09 1.3195e-09 8.36193e-10
threshold=-0.38234499999999999 -0.23587499999999997 -0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.044254999999999996 0.091600000000000015 -0.13309499999999996 0.084755000000000011 0.17980000000000004 -0.16230499999999995 -0.10774499999999999 -0.080499999999999988 0.090310000000000015 -0.087004999999999985 -0.0064299999999999991 0.05680000000000001 0.099195000000000019 -0.26322499999999993 -1.0000000180025095e-35 0.12820000000000001 0.097985000000000017 1.0000000180025095e-35 0.096470000000000014 -0.085669999999999982 -0.090674999999999992 0.090480000000000019 0.092670000000000016 0.087855000000000016 -0.080624999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 8 -8 9 10 -7 12 13 -12 15 -13 18 -18 -16 -20 21 22 23 25 -25 -21 28 29 -27 -28
right_child=1 2 3 4 -6 6 7 -9 -10 -11 11 14 -14 -15 16 -17 17 -19 19 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-4.276433161957509e-07 5.2686205259039094e-07 4.1009446140774151e-07 -5.7730561081825732e-07 6.2477292344521541e-07 4.6895456012986296e-07 -5.0261401461122138e-07 4.3787871905329845e-07 -8.2707935793753976e-07 5.0293963522562986e-07 3.0742126590701867e-07 -3.4923325962327428e-08 2.579087043841355e-07 -2.8581505421243492e-07 1.1932483071319667e-06 8.0153340498156922e-07 -1.1237269757202739e-06 -9.290461607136536e-07 5.4656064267059423e-07 -4.4643096497610638e-07 -4.8436606630275489e-07 5.4649398821428089e-07 -6.6901331621238577e-07 7.138646829527874e-07 -1.2631760211791386e-06 4.8898295972321655e-07 -2.9344362391214993e-09 2.9406846161273772e-07 1.4734001714344915e-06 -7.6401773323754157e-07 -4.3784612452563364e-07
leaf_weight=24 23 23 20 21 22 28 21 30 25 39 21 20 25 20 20 20 32 24 23 25 39 28 23 21 20 2377 37 20 23 27
leaf_count=24 23 23 20 21 22 28 21 30 25 39 21 20 25 20 20 20 32 24 23 25 39 28 23 21 20 2377 37 20 23 27
internal_value=0 3.31198e-09 -6.05276e-10 -3.70134e-09 8.35765e-11 -3.34453e-09 -7.75901e-09 -3.06214e-07 -2.57643e-09 -6.91637e-09 -1.11834e-08 -6.34682e-09 2.42215e-07 5.64185e-07 -1.22501e-08 -4.32909e-07 -6.10681e-09 -2.96643e-07 -4.26852e-11 -6.06278e-09 -2.22624e-09 -1.04539e-08 -3.28728e-09 -9.75571e-09 -4.08464e-07 -3.24034e-09 1.6019e-09 3.39603e-07 -1.02282e-08 -1.4708e-08
internal_weight=0 3097 3074 3051 3031 3009 2988 51 2937 2912 2873 2845 66 41 2779 40 2739 56 2683 2663 2640 2601 2573 2550 41 2509 2484 84 2400 64
internal_count=3121 3097 3074 3051 3031 3009 2988 51 2937 2912 2873 2845 66 41 2779 40 2739 56 2683 2663 2640 2601 2573 2550 41 2509 2484 84 2400 64
is_linear=0
shrinkage=0.1


Tree=8585
num_leaves=31
num_cat=0
split_feature=132 1185 1203 51 1429 156 448 0 1374 0 1374 1 1 1 15 1 34 3 1 15 1 3 1 4 4 0 1 1447 3 2
split_gain=3.74068e-10 2.46344e-09 1.38546e-09 4.0694e-10 3.89391e-10 7.29668e-10 3.68477e-10 8.74714e-10 3.54083e-10 2.5358e-09 4.74155e-10 3.83191e-10 3.4676e-09 3.2108e-09 5.55118e-09 1.9405e-09 2.14504e-09 1.51241e-09 9.47915e-10 1.83474e-08 7.05958e-09 6.77851e-09 1.56951e-08 6.3239e-09 4.05181e-09 3.72531e-09 2.67695e-09 1.61347e-09 1.59045e-09 1.69637e-09
threshold=-0.083174999999999985 -0.014244999999999999 0.088820000000000024 0.096070000000000016 -0.23752499999999996 0.32523500000000005 0.068920000000000023 -0.26609999999999995 -0.096434999999999979 -0.085669999999999982 -1.0000000180025095e-35 0.10684 0.10727500000000002 0.104035 -0.042209999999999991 0.102705 -0.057544999999999992 -0.072894999999999988 0.09253500000000002 -0.10203999999999998 0.091785000000000019 -0.069009999999999974 0.094465000000000007 -0.067104999999999984 -0.016959999999999999 -0.076899999999999982 0.094385000000000011 0.059120000000000013 0.092670000000000016 0.090935000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 7 -6 9 -9 -10 13 -13 15 -15 16 -12 -17 20 -20 27 23 -23 25 -25 -21 -27 28 -18 -30
right_child=1 4 -4 -5 5 -7 -8 8 10 -11 11 12 -14 14 -16 17 18 -19 19 21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=1.8903619880167502e-08 1.0403873128107871e-06 -4.3837019596537631e-07 -7.8267576219457988e-07 -4.5739205262407267e-07 6.3129365034083922e-07 6.0631151939105625e-07 -4.275435178158205e-07 -9.4479196126083215e-07 4.8814828602417047e-07 4.966745352851871e-07 8.8313546809461387e-07 -1.2763285445030109e-06 -2.2869464280152223e-08 -3.9195360841404185e-07 1.7758582253514357e-06 -8.8214127236781121e-08 -3.0455063110884667e-08 -1.3032856249139969e-06 2.4131645549374529e-06 -1.421073394729839e-06 -1.6580718978732332e-06 -3.331202948970713e-06 1.3487113421356202e-08 2.2642948852080737e-06 3.7107154735593897e-07 1.0359509371396382e-06 -3.7088840215167362e-07 6.7394466776298563e-07 9.9241734341504184e-07 -2.9428139989497806e-08
leaf_weight=174 23 20 28 20 22 20 20 26 20 23 28 23 546 21 27 21 1688 20 32 21 26 20 47 20 26 21 38 35 32 33
leaf_count=174 23 20 28 20 22 20 20 26 20 23 28 23 546 21 27 21 1688 20 32 21 26 20 47 20 26 21 38 35 32 33
internal_value=0 9.57967e-09 -1.25106e-07 -3.0199e-08 1.33608e-09 4.41525e-09 1.70567e-10 3.20831e-09 -1.73725e-09 -2.68185e-07 3.01902e-09 -5.4156e-10 -7.35365e-08 1.87229e-08 8.27441e-07 3.08058e-10 1.38208e-08 -6.80932e-07 1.88318e-09 1.95482e-07 -2.21299e-08 -1.72216e-07 -9.84928e-07 2.5994e-07 1.19421e-06 -2.77267e-07 1.29851e-07 1.65892e-09 -1.17638e-08 4.73634e-07
internal_weight=0 2899 222 194 2876 2856 2836 2816 2794 49 2745 2725 569 2156 48 2108 2067 41 2039 225 1814 193 67 126 46 80 59 1788 1753 65
internal_count=3121 2899 222 194 2876 2856 2836 2816 2794 49 2745 2725 569 2156 48 2108 2067 41 2039 225 1814 193 67 126 46 80 59 1788 1753 65
is_linear=0
shrinkage=0.1


Tree=8586
num_leaves=31
num_cat=0
split_feature=472 1429 1425 11 1203 1203 1203 1185 393 394 394 1176 130 1 10 16 1 10 42 9 15 49 4 4 2 4 3 31 2 2
split_gain=4.66086e-10 5.94205e-10 4.04617e-10 3.7966e-10 3.59471e-10 5.34885e-10 5.41049e-10 5.86108e-10 4.49916e-10 3.9475e-10 5.3309e-10 7.6128e-10 3.78331e-10 8.67345e-10 4.65793e-10 1.33571e-08 7.75874e-09 2.01596e-09 9.62255e-10 6.93203e-10 5.85473e-10 5.62869e-10 7.10806e-10 8.85501e-10 2.9519e-09 7.28239e-10 5.09538e-10 4.41214e-10 7.56919e-10 4.30875e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.072629999999999986 0.10970500000000001 0.10304500000000001 0.090185000000000001 -0.093764999999999987 0.10856500000000001 -0.14580499999999996 -0.096774999999999986 1.0000000180025095e-35 -0.23123999999999997 0.16540500000000002 -0.012544999999999999 -0.056919999999999991 0.10956 -0.0091199999999999979 0.094525000000000012 0.08925000000000001 0.17980000000000004 -0.16230499999999995 -0.52556499999999995 -0.50427999999999995 0.095195000000000016 -0.49013999999999996 -0.017889999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087015000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 9 -9 -11 12 -12 14 15 16 -14 -16 -18 20 21 -19 -23 24 -24 -25 -21 -27 -29 -30
right_child=1 2 -4 4 -6 -7 -8 8 -10 10 11 -13 13 -15 17 -17 18 19 -20 26 -22 22 23 25 -26 27 -28 28 29 -31
leaf_value=-4.3898751371784784e-07 5.0979174662549433e-07 -4.2096635888066477e-07 -4.182444367574056e-07 -5.0077075644841664e-07 4.2824957688480938e-07 -5.0003034852168299e-07 4.2202262389515279e-07 -3.1822667530808475e-07 3.8495743337402787e-07 4.6596615388239112e-07 4.2039499199766147e-07 -5.1668674550293349e-07 -2.1720864312158028e-06 -6.0748192299118014e-07 -9.5193167908291804e-07 2.111232922754038e-06 5.4894952268926185e-07 -5.0644817923222784e-07 -3.4652769099487901e-07 7.3251319896544807e-08 3.9783932133768519e-07 4.6988160395944334e-07 4.2902649374809697e-07 5.6475699253773519e-07 -1.0115539601534267e-06 -3.5307918746444299e-07 7.7852140691447866e-07 4.9548309195210276e-07 -5.3915052385263347e-08 3.3047389504601713e-08
leaf_weight=24 23 21 23 23 20 21 31 38 31 25 22 28 20 23 22 27 28 22 21 21 37 32 25 23 33 35 20 31 952 1419
leaf_count=24 23 21 23 23 20 21 31 38 31 25 22 28 20 23 22 27 28 22 21 21 37 32 25 23 33 35 20 31 952 1419
internal_value=0 3.40104e-09 -3.87832e-10 2.76218e-09 5.69892e-09 2.89127e-09 6.42468e-09 2.06919e-09 6.00967e-09 1.96443e-09 6.20981e-09 2.16409e-09 7.32862e-09 4.07263e-09 9.15419e-09 2.25574e-07 -5.12293e-07 1.37864e-09 1.65174e-07 9.29291e-09 2.88138e-09 -2.80036e-09 1.54483e-09 -4.40702e-09 -3.90614e-07 4.69867e-09 4.17286e-07 -5.87066e-10 4.54916e-09 -1.86963e-09
internal_weight=0 3097 3074 3051 3030 3010 2989 2958 2935 2904 2866 2841 2813 2791 2768 96 69 2672 49 2650 2609 2572 2550 2518 58 2460 41 2437 2402 2371
internal_count=3121 3097 3074 3051 3030 3010 2989 2958 2935 2904 2866 2841 2813 2791 2768 96 69 2672 49 2650 2609 2572 2550 2518 58 2460 41 2437 2402 2371
is_linear=0
shrinkage=0.1


Tree=8587
num_leaves=31
num_cat=0
split_feature=472 1429 156 51 156 156 156 3 156 156 156 16 1371 151 13 48 151 150 150 1374 150 150 16 1375 150 42 49 34 0 9
split_gain=3.77528e-10 4.81308e-10 3.50914e-10 8.76809e-10 5.32508e-10 1.10309e-09 2.49157e-09 2.09745e-09 1.71291e-09 7.0768e-10 1.3941e-09 5.94657e-09 9.98684e-10 1.05487e-09 6.7191e-10 5.95998e-10 8.32877e-10 1.16908e-09 2.07379e-09 1.0772e-09 6.08775e-10 1.32429e-09 3.54856e-09 2.00851e-09 1.3193e-09 1.25354e-09 6.45348e-10 1.19391e-09 2.60597e-09 1.92251e-09
threshold=-0.38234499999999999 -0.23587499999999997 0.12734000000000004 -0.093639999999999987 0.10068000000000001 0.092385000000000009 0.091255000000000017 -0.080734999999999987 0.090100000000000013 0.089090000000000016 0.08759500000000002 -0.0087049999999999992 0.083235000000000017 -0.53100499999999984 0.0076650000000000008 -0.09386499999999999 0.10561000000000002 0.12640500000000002 0.11819500000000001 -0.035729999999999991 0.099590000000000026 0.090480000000000019 -0.08231999999999999 0.096150000000000013 0.088040000000000021 0.081660000000000024 -0.053364999999999996 -0.057544999999999992 -0.084889999999999979 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 8 -7 9 10 12 -12 13 -3 -6 -15 17 18 19 -17 21 23 -23 24 26 -22 -21 28 -28 -29
right_child=1 2 3 -5 14 7 -8 -9 -10 -11 11 -13 -14 15 -16 16 -18 -19 -20 20 25 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-3.9508876028548915e-07 4.5881263230038042e-07 -5.997630880521119e-07 1.6948670994073231e-07 -7.4432753649489314e-07 3.1793355540074512e-07 1.9674145693463051e-07 1.0880054601005082e-06 -1.139625345084975e-06 -8.8421831130538288e-07 5.5402701481980281e-07 -1.5118181444506718e-06 6.1006787612427618e-07 5.4547590546944234e-07 -4.4426393593500416e-07 -2.6054522984964021e-07 7.1624477171672837e-07 4.5875911787445107e-07 -6.3816684863533221e-07 9.568024913041091e-07 -2.0875528814544538e-07 -8.5179881489239059e-07 1.5167844426855484e-06 -3.6697814920216842e-07 -9.7893742030291387e-07 7.259498624989647e-07 1.3089634868029626e-07 -2.7826027262464147e-07 1.0081897112007275e-08 1.1830162901123214e-06 -7.2674054385244196e-07
leaf_weight=24 23 29 21 21 102 23 21 24 22 23 28 25 34 29 25 21 41 28 23 145 25 20 20 21 25 27 23 2166 26 36
leaf_count=24 23 29 21 21 102 23 21 24 22 23 28 25 34 29 25 21 41 28 23 145 25 20 20 21 25 27 23 2166 26 36
internal_value=0 3.06003e-09 -3.49962e-10 -2.8742e-07 3.62661e-09 -5.13588e-09 2.76635e-09 -4.85659e-07 -5.26679e-09 1.60246e-09 -2.94832e-09 -5.10929e-07 6.88117e-09 1.11399e-10 2.0406e-07 6.61228e-09 1.1552e-08 4.51611e-09 1.14964e-08 2.98677e-09 -2.9242e-09 4.17036e-09 5.74903e-07 -5.17825e-09 3.26823e-09 -3.41553e-07 -4.27227e-09 8.89967e-09 4.97111e-07 -1.96425e-09
internal_weight=0 3097 3074 42 3032 2905 2858 47 2837 2815 2792 53 2739 2705 127 2676 2647 2606 2578 2555 2534 2482 40 2442 2421 52 2396 2251 49 2202
internal_count=3121 3097 3074 42 3032 2905 2858 47 2837 2815 2792 53 2739 2705 127 2676 2647 2606 2578 2555 2534 2482 40 2442 2421 52 2396 2251 49 2202
is_linear=0
shrinkage=0.1


Tree=8588
num_leaves=31
num_cat=0
split_feature=1429 156 11 40 130 10 16 10 10 48 9 3 2 2 2 11 4 475 1 13 1429 1 1 1447 480 3 1 457 0 160
split_gain=4.56233e-10 7.65964e-10 3.19055e-10 3.09084e-10 8.36523e-10 6.33144e-10 1.07648e-08 7.66902e-09 1.65382e-09 9.02963e-10 6.15656e-10 7.01724e-10 4.49918e-10 9.4795e-10 4.56782e-10 4.0244e-10 2.14246e-09 1.23714e-09 5.00257e-09 2.68027e-09 5.18446e-10 4.4425e-10 3.78932e-09 1.30488e-09 1.24017e-09 1.81682e-09 1.11215e-09 1.09122e-09 1.17192e-09 1.03239e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.072629999999999986 -0.24620999999999996 -0.22699999999999995 -0.012544999999999999 -0.056919999999999991 -0.090429999999999996 -0.0091199999999999979 0.087745000000000004 0.08925000000000001 -0.015584999999999998 -0.045829999999999989 -1.0000000180025095e-35 -0.22738499999999998 0.095720000000000013 -0.111605 0.051590000000000004 0.10171500000000001 -0.06977499999999999 0.11635000000000001 0.09202500000000001 0.093100000000000002 0.059120000000000013 0.10344000000000002 -0.075634999999999994 0.091450000000000017 0.10613500000000002 -0.26343999999999995 -0.52439499999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 9 -7 -6 12 -12 14 -14 -10 17 -17 20 19 -19 21 23 -23 24 26 -26 -15 28 -24 -30
right_child=1 -3 3 4 5 8 -8 -9 10 -11 11 -13 13 15 -16 16 -18 18 -20 -21 -22 22 27 -25 25 -27 -28 -29 29 -31
leaf_value=-4.5378249886596227e-07 -3.8923907138290641e-07 6.20074574158025e-07 3.9371100854168615e-07 -6.1509663386128863e-07 5.9640353008623665e-07 -8.6845301542449644e-07 2.0482597828959118e-06 -1.9693566392626443e-06 9.7827921763382638e-10 -2.5038976559699221e-07 1.5657495538334845e-08 8.1035961429165582e-07 5.3361574438867769e-07 1.2250143473328924e-08 -6.7487837327462332e-07 -1.0522789208167183e-06 4.1143494371453927e-07 6.5430404371606236e-07 1.7449159203053456e-06 -9.0827561359180011e-07 -4.0523712822811942e-07 -1.0597687057233506e-06 -6.92778902517872e-07 6.145397754330083e-07 5.1580145187974014e-08 -1.138551707174676e-06 7.6200025176831334e-07 5.5949232000051371e-07 6.6948062210160839e-07 -4.431560837221843e-08
leaf_weight=22 21 20 20 22 34 22 25 21 20 20 25 20 33 1838 20 20 20 21 20 23 33 37 27 36 29 23 20 31 21 577
leaf_count=22 21 20 20 22 34 22 25 21 20 20 25 20 33 1838 20 20 20 21 20 23 33 37 27 36 29 23 20 31 21 577
internal_value=0 3.21951e-09 -7.87348e-10 1.88024e-09 -6.9929e-10 3.78239e-09 2.51199e-07 -3.47821e-07 -4.70242e-09 2.82776e-07 1.86376e-09 3.68858e-07 -3.93293e-09 8.09217e-10 -3.3695e-07 -5.52458e-09 -3.20422e-07 -9.20815e-10 4.33568e-07 -1.62499e-07 -1.13277e-08 -6.402e-09 -7.51562e-08 1.80824e-08 6.84026e-09 -4.74824e-07 2.03207e-08 -1.96216e-08 -4.83457e-08 -1.92492e-08
internal_weight=0 3099 3079 3058 3038 3016 100 75 2916 54 2894 45 2849 2809 40 2776 40 2736 64 44 2672 2639 693 1946 1910 52 1858 656 625 598
internal_count=3121 3099 3079 3058 3038 3016 100 75 2916 54 2894 45 2849 2809 40 2776 40 2736 64 44 2672 2639 693 1946 1910 52 1858 656 625 598
is_linear=0
shrinkage=0.1


Tree=8589
num_leaves=31
num_cat=0
split_feature=1447 2 472 1429 1428 1426 1429 52 471 1446 3 16 1446 1446 133 42 1456 52 1456 159 45 11 10 13 12 9 51 4 51 51
split_gain=4.39005e-10 7.7362e-10 4.14229e-10 4.65198e-10 3.44934e-10 4.04697e-10 1.10243e-09 3.8355e-10 5.82946e-10 5.24178e-10 1.16254e-09 2.08822e-09 5.12712e-10 2.5849e-09 1.97586e-09 2.58581e-09 1.59574e-09 4.7229e-09 1.00734e-09 5.09252e-10 4.14287e-10 1.9016e-09 5.03578e-10 2.88364e-09 1.78464e-09 6.73316e-10 4.85763e-10 1.60654e-09 1.49512e-09 1.2289e-09
threshold=0.071705000000000005 0.086825000000000013 -0.38234499999999999 -0.23587499999999997 -0.071779999999999997 -0.068029999999999993 -0.060529999999999994 -0.56741999999999992 0.10338500000000002 0.091725000000000015 -0.082879999999999995 -0.029084999999999996 0.085345000000000018 0.083715000000000026 -0.0084449999999999994 0.087745000000000004 0.090155000000000013 -0.012164999999999999 0.085275000000000004 0.14765500000000001 0.094030000000000016 -0.011194999999999998 0.053330000000000009 -0.0062949999999999994 -0.087484999999999993 0.089995000000000006 0.123935 0.0061450000000000003 0.11594500000000001 0.11218000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 -7 -8 9 12 -11 -12 13 16 -14 -16 18 -18 19 20 21 -9 25 24 -24 26 28 -28 29 -23
right_child=1 -3 3 4 5 6 7 8 -10 10 11 -13 14 -15 15 -17 17 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.0949488825011331e-07 9.8849682217405643e-08 -7.7017282777092074e-07 4.5561670770874356e-07 -3.6573251213667394e-07 -3.4647016793343256e-07 5.7722307017831345e-07 3.4883564667964608e-07 8.4929405347749639e-07 -5.37293553861673e-07 7.5023361697882747e-07 6.0138611939208892e-07 -4.9501766380001895e-07 3.1751737146874586e-07 9.1143495799241783e-07 -1.5011437615915688e-06 6.8146502637692462e-08 2.4555473885357062e-07 -1.6331000176211568e-06 6.9400467358112416e-07 4.3066815717591256e-07 -3.7533844431910287e-07 -9.6304743680180798e-10 -3.8382857157925038e-07 -1.2517646691126826e-06 8.7264414405652246e-07 4.8464089681082059e-07 1.5671331312209106e-08 -9.7899829825109914e-07 7.2626731985841227e-07 -6.7957281754826441e-07
leaf_weight=24 21 20 23 25 32 34 32 26 20 30 32 38 33 31 21 21 32 23 21 27 30 2291 26 21 20 28 62 22 28 27
leaf_count=24 21 20 23 25 32 34 32 26 20 30 32 38 33 31 21 21 32 23 21 27 30 2291 26 21 20 28 62 22 28 27
internal_value=0 -3.25064e-07 4.32934e-09 7.57926e-09 4.18168e-09 7.2561e-09 1.10596e-08 4.5166e-09 7.30269e-10 4.45362e-09 2.29407e-07 6.19549e-09 -3.60923e-09 3.5157e-09 -2.61532e-07 -7.16499e-07 -6.9707e-09 -5.40065e-07 4.18189e-09 -1.37266e-09 -5.89227e-09 -1.54755e-09 -1.03087e-08 -2.80802e-07 1.62464e-07 -2.93561e-09 -8.55377e-09 -2.44837e-07 -9.3488e-11 -8.86748e-09
internal_weight=0 41 3080 3056 3033 3008 2976 2942 2910 2890 100 70 2790 2715 75 42 2684 55 2629 2608 2581 2551 2525 67 46 2458 2430 84 2346 2318
internal_count=3121 41 3080 3056 3033 3008 2976 2942 2910 2890 100 70 2790 2715 75 42 2684 55 2629 2608 2581 2551 2525 67 46 2458 2430 84 2346 2318
is_linear=0
shrinkage=0.1


Tree=8590
num_leaves=31
num_cat=0
split_feature=1429 156 11 1447 480 130 1 1132 3 16 15 9 15 2 4 13 159 1 1 160 160 1 1 2 3 151 1 1 9 9
split_gain=4.48733e-10 7.04277e-10 3.88718e-10 3.61186e-10 7.58346e-10 3.17991e-10 7.23903e-10 4.32159e-10 4.81824e-10 1.90496e-09 1.19066e-08 8.29521e-09 4.64624e-09 2.38468e-09 7.2232e-09 1.63519e-09 1.40868e-09 1.8043e-09 3.85995e-09 1.18107e-09 3.76706e-09 1.17137e-09 1.16425e-09 1.11309e-09 1.58196e-09 1.82674e-09 2.56209e-09 1.36887e-09 9.98223e-10 2.15252e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.072629999999999986 0.071705000000000005 0.085075000000000026 -0.23123999999999997 0.16540500000000002 -1.0000000180025095e-35 -0.013929999999999998 -0.056919999999999991 -0.10469999999999999 0.087755000000000014 -0.092489999999999989 0.08647500000000001 0.053180000000000012 -0.085584999999999981 0.10519500000000001 0.092235000000000025 0.085605000000000014 0.086325000000000013 0.098320000000000005 0.10022000000000002 0.10781 0.10402500000000002 0.11924500000000002 -0.080234999999999987 0.11453000000000001 0.10638500000000002 0.092235000000000011 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 7 -7 28 11 -11 13 -12 14 -10 -16 17 18 -14 23 -21 -19 -23 -15 27 -26 -27 -25 29 -9
right_child=1 -3 3 4 -6 6 -8 8 9 10 12 -13 16 19 15 -17 -18 21 -20 20 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-4.5003358579911242e-07 -4.2941298821525772e-07 5.9469102893672247e-07 3.7671422356434842e-07 -7.122191463725445e-07 1.4818194557619793e-07 -4.4424868108416422e-07 -5.5539856774707321e-07 -1.0995383502023496e-08 1.9844715549055538e-06 2.3708999819973545e-06 -1.3834019981118219e-06 -2.038768770304955e-06 2.383836503149021e-07 5.0249169147010571e-07 4.4582145540061904e-07 -6.9792271187907327e-07 -5.8657887777258114e-07 -6.2498877184680168e-07 1.7370091046833968e-06 -1.4675230048673574e-06 2.4619754432525706e-07 7.8365782312432772e-07 -6.8317840759819343e-08 7.8325021885600824e-08 -5.8589260163444126e-07 1.3825428267466579e-06 4.7097465733927765e-08 -8.4794876910584614e-07 -5.6414098670298785e-07 1.0060523720767378e-06
leaf_weight=22 21 20 23 21 20 21 23 2296 24 25 20 20 68 39 25 25 20 23 23 23 29 23 53 27 24 20 51 39 32 21
leaf_count=22 21 20 23 21 20 21 23 2296 24 25 20 20 68 39 25 25 20 23 23 23 29 23 53 27 24 20 51 39 32 21
internal_value=0 3.19638e-09 -6.45737e-10 2.29871e-09 -2.92511e-07 6.30508e-09 3.45958e-09 7.78598e-09 1.10039e-08 9.09021e-08 2.98285e-07 -6.1938e-08 7.3001e-08 5.934e-08 5.58443e-07 -1.26051e-07 2.11706e-07 2.95736e-07 6.17157e-07 -8.7222e-08 -5.11794e-07 2.88309e-10 1.89517e-07 2.31668e-08 -9.2943e-08 1.68331e-07 4.23279e-07 -4.69019e-07 -9.4384e-09 -1.77743e-09
internal_weight=0 3099 3079 3058 41 3017 2994 2971 2950 601 255 346 230 326 74 50 210 190 91 252 52 99 76 200 161 95 71 66 2349 2317
internal_count=3121 3099 3079 3058 41 3017 2994 2971 2950 601 255 346 230 326 74 50 210 190 91 252 52 99 76 200 161 95 71 66 2349 2317
is_linear=0
shrinkage=0.1


Tree=8591
num_leaves=31
num_cat=0
split_feature=9 10 43 12 9 472 1429 13 1429 13 16 4 3 16 42 12 16 13 1428 1212 13 2 1210 2 12 1184 130 1186 132 132
split_gain=4.37686e-10 9.82762e-10 1.02453e-09 9.77073e-10 5.93659e-10 4.0973e-10 4.63818e-10 3.65206e-10 1.43398e-09 1.36426e-09 1.8753e-09 1.44483e-09 1.63043e-09 1.6771e-09 1.61715e-09 1.09275e-09 9.0506e-10 6.37863e-10 6.21139e-10 5.42117e-10 4.63404e-10 3.05662e-09 1.24002e-09 9.49103e-10 1.17841e-09 6.10502e-10 4.96299e-10 1.23953e-09 1.61535e-09 1.31195e-08
threshold=0.092410000000000006 0.053330000000000009 -0.080419999999999978 -0.010834999999999999 0.087755000000000014 -0.38234499999999999 -0.23587499999999997 0.097995000000000013 -0.094049999999999981 0.15641500000000003 0.26676500000000009 -0.095774999999999985 -0.10831999999999999 -0.08231999999999999 -0.11466499999999999 0.094835000000000017 -0.052894999999999991 0.24813000000000004 0.092095000000000024 -0.52517999999999987 0.061215000000000012 0.083215000000000011 -0.42132499999999995 0.10644500000000001 0.090695000000000012 0.084515000000000021 -0.0089599999999999975 0.057025000000000006 -0.083284999999999984 -0.088184999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 5 -1 -7 8 -8 10 16 15 14 -14 -13 -11 -9 -15 19 -10 22 -22 -21 24 -23 26 -24 28 29 -28
right_child=3 2 -4 -5 -6 6 7 9 18 11 -12 12 13 17 -16 -17 -18 -19 -20 20 21 23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.1356671781992802e-07 7.7529007433480259e-07 2.1001202412662682e-08 -9.790658496166588e-07 -9.1026996074106142e-08 5.3150891511948083e-07 4.486071962678975e-07 -7.825267933488553e-07 5.9157945368379274e-07 5.0809269637852593e-07 2.2380710997064552e-08 1.2970064921091763e-06 -4.9002660164530561e-08 5.8453240491055978e-07 -7.4738763278977178e-07 -1.2393501514225136e-06 9.6291572211677195e-07 -2.0647691817051361e-07 -6.3906944420138576e-09 5.1134107128246875e-07 7.5892930042408857e-07 -1.3304760660304284e-06 -2.6686967064803037e-07 1.7587682295174189e-07 -4.9804648886658301e-07 6.7153580598500193e-07 -4.3998858473921223e-07 -8.2204391949153822e-08 -7.4844879508339588e-07 -3.1584258391754548e-08 2.6892750645401978e-06
leaf_weight=24 23 20 21 30 21 23 24 27 20 30 20 21 34 21 25 21 30 26 23 21 20 23 140 22 32 33 117 23 2186 20
leaf_count=24 23 20 21 30 21 23 24 27 20 30 20 21 34 21 25 21 30 26 23 21 20 23 140 22 32 33 117 23 2186 20
internal_value=0 -4.92106e-09 -4.91228e-07 2.84922e-07 1.66585e-09 -2.03564e-09 1.27648e-09 -2.20058e-09 -1.29891e-08 1.122e-07 4.63876e-07 -3.9929e-08 -2.20472e-07 4.95408e-08 -6.95931e-07 4.0966e-07 1.7155e-07 -3.37474e-07 -6.09775e-09 -1.05769e-08 -1.45107e-08 -2.29025e-07 -6.31861e-09 5.70665e-08 2.79112e-07 -1.26982e-08 -7.02621e-09 -1.79411e-08 -1.07084e-08 3.22391e-07
internal_weight=0 3068 41 53 3027 3006 2982 2959 2704 255 77 178 127 81 46 51 57 47 2680 2657 2637 97 2540 77 55 2519 2486 2346 2323 137
internal_count=3121 3068 41 53 3027 3006 2982 2959 2704 255 77 178 127 81 46 51 57 47 2680 2657 2637 97 2540 77 55 2519 2486 2346 2323 137
is_linear=0
shrinkage=0.1


Tree=8592
num_leaves=31
num_cat=0
split_feature=1429 156 9 3 10 34 2 33 34 133 42 42 42 52 16 3 4 403 1 4 1 13 52 133 402 132 1428 475 1429 157
split_gain=4.40663e-10 6.51965e-10 3.56086e-10 8.4347e-10 7.9399e-10 8.88539e-10 5.43752e-10 4.35653e-10 4.89052e-10 7.48675e-10 3.96139e-10 3.42431e-09 1.43556e-09 2.00969e-09 1.53664e-09 1.21804e-09 1.62412e-09 2.40243e-09 2.30156e-09 4.98902e-09 2.00236e-09 1.84383e-09 9.67906e-10 1.73918e-09 7.611e-10 6.8842e-10 6.08654e-10 5.4453e-10 6.94057e-10 5.66007e-10
threshold=-0.23752499999999996 0.32523500000000005 0.092410000000000006 -0.014944999999999998 0.053330000000000009 -0.028109999999999996 -0.090999999999999984 0.085305000000000006 -0.078549999999999995 0.087170000000000011 0.10024000000000001 0.10306000000000001 0.10705500000000003 -0.23798499999999997 -0.08453999999999999 -0.10519499999999998 -0.082349999999999993 -0.54856499999999986 0.090840000000000018 -0.077834999999999988 0.096125000000000016 -0.069964999999999986 1.0000000180025095e-35 0.11667000000000001 0.23460000000000003 0.31127000000000005 -0.020064999999999996 0.051590000000000004 0.12387000000000002 0.11933000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 -2 8 9 -8 24 -12 14 -14 -13 -15 -17 -18 19 -19 -20 -22 -21 -24 25 26 -10 28 29 -28
right_child=1 -3 3 -5 5 -7 7 -9 10 -11 11 12 13 15 -16 16 17 18 20 22 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.4597198254336947e-07 4.4770028403541401e-07 5.7226772014473688e-07 -1.0648409580300784e-07 6.9495059011141324e-07 -8.964148773451425e-07 3.4919501956665044e-08 7.8026281215670688e-07 -4.2742988940839654e-07 -4.317178016728056e-07 -8.4997096934102965e-08 1.1994503136765371e-06 1.2304912985428018e-07 9.4574722015750015e-07 -7.0499276293131434e-07 -1.0637916029547039e-06 9.1231862868534384e-07 -1.0527172230467842e-06 1.7917612976383508e-06 -9.9766878739265626e-07 5.3944543275253544e-07 -7.1613618339532497e-07 4.4609935753141937e-07 5.2048391939830585e-07 -6.2059466840229805e-07 -5.7865664378671988e-07 5.5732147426992708e-07 -2.1664377011221399e-08 3.2176521999420045e-07 -6.0502649517957258e-07 2.753017078089904e-07
leaf_weight=22 27 20 29 24 21 20 20 24 35 20 26 20 25 22 24 21 20 21 27 29 21 39 22 34 24 21 2329 48 20 66
leaf_count=22 27 20 29 24 21 20 20 24 35 20 26 20 25 22 24 21 20 21 27 29 21 39 22 34 24 21 2329 48 20 66
internal_value=0 3.16409e-09 -5.32584e-10 2.5643e-07 -5.03325e-09 -4.42105e-07 9.70091e-10 -3.10757e-09 3.63371e-10 3.47633e-07 -4.43648e-09 9.51486e-08 6.80449e-09 8.99697e-08 -5.24319e-07 6.39764e-09 7.32805e-08 -9.44157e-09 9.86699e-08 4.11522e-07 -2.82506e-07 3.93169e-08 7.05217e-08 -1.72314e-07 -1.81818e-08 -1.28418e-08 -1.7635e-08 -1.17508e-08 -1.83797e-08 -1.34808e-08
internal_weight=0 3099 3079 53 3026 41 2985 2958 2934 40 2894 351 325 281 44 256 234 213 193 106 87 60 85 56 2543 2519 2498 2463 2415 2395
internal_count=3121 3099 3079 53 3026 41 2985 2958 2934 40 2894 351 325 281 44 256 234 213 193 106 87 60 85 56 2543 2519 2498 2463 2415 2395
is_linear=0
shrinkage=0.1


Tree=8593
num_leaves=31
num_cat=0
split_feature=156 1428 142 11 147 147 33 9 11 147 132 393 1203 2 9 15 153 474 155 2 0 0 52 14 131 12 16 403 12 52
split_gain=4.33945e-10 4.99494e-10 3.36139e-10 8.18136e-10 6.11203e-10 7.15602e-10 5.30385e-10 4.82818e-10 8.29354e-10 4.51341e-10 3.76546e-10 2.02783e-09 1.30455e-09 3.71882e-10 4.56396e-10 3.79977e-09 4.30815e-10 4.81966e-10 5.06449e-10 6.909e-10 6.78873e-10 2.11746e-09 1.02801e-09 4.96666e-10 6.83247e-10 7.31645e-10 1.72626e-09 2.02071e-09 1.27289e-09 1.09889e-09
threshold=0.3248100000000001 0.10668500000000002 -0.057499999999999989 -1.0000000180025095e-35 0.099730000000000027 0.093875000000000014 -0.009184999999999997 0.088235000000000022 0.077695000000000014 0.090755000000000016 -0.083174999999999985 0.12069000000000002 0.089005000000000015 -0.045829999999999989 -0.013509999999999999 -0.10203999999999998 1.0000000180025095e-35 -0.42010499999999995 0.11562500000000002 0.10559 0.11070500000000001 0.056435000000000006 0.095415000000000014 -0.24277999999999997 0.13695500000000002 0.10408500000000002 0.26799500000000004 0.07955000000000001 0.10266500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 9 -9 10 12 13 -8 -12 15 -15 17 -16 20 -20 21 23 -22 -19 25 28 27 29 -25 -27
right_child=-2 -3 3 4 -6 -7 7 8 -10 -11 11 -13 -14 14 16 -17 -18 18 19 -21 22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=3.8083171423740287e-07 -4.3276565382098932e-07 5.0133833596532905e-07 -5.4096138677144679e-07 -4.5692488765780577e-07 4.1166471886653099e-07 -5.2518958776422901e-07 -3.8945264462053363e-08 6.1267893072729773e-07 -2.0340715678912604e-07 4.7353960994200864e-07 -3.4498832418751502e-07 9.8589965340406274e-07 -7.9468486415652696e-07 9.2704649425274676e-07 4.8963639301291559e-07 -5.0820477428357797e-07 -3.8695627922450139e-07 -2.6052371375888988e-07 -7.7178529309662738e-07 5.9418771343189296e-08 4.6869020199944947e-08 -1.03149544287362e-06 8.3808961524785761e-07 1.0308397872829226e-08 4.8398643201608141e-07 5.9327533089496387e-07 -1.0673916631276369e-06 -1.0174801437301539e-06 6.4594204283174863e-07 -9.3716094911728146e-08
leaf_weight=23 23 20 28 25 36 26 188 33 20 20 31 21 26 39 20 35 29 70 20 20 52 20 24 2036 30 30 20 20 32 104
leaf_count=23 23 20 28 25 36 26 188 33 20 20 31 21 26 39 20 35 29 70 20 20 52 20 24 2036 30 30 20 20 32 104
internal_value=0 3.20714e-09 -2.95809e-11 -2.89695e-09 2.08019e-09 -2.84961e-09 1.73077e-09 5.63091e-09 3.04722e-07 1.40145e-10 -3.16226e-09 7.13054e-09 -1.30764e-07 -6.78788e-10 3.42486e-09 2.48211e-07 -3.7434e-09 7.05426e-10 -3.24075e-09 -3.56183e-07 2.54994e-09 -6.91557e-09 2.96728e-07 1.83404e-09 9.91725e-09 3.57377e-09 -1.93366e-07 -7.9856e-08 2.01441e-08 6.0088e-08
internal_weight=0 3098 3078 3055 3027 2991 2965 2940 53 2887 2867 2653 214 2632 2601 74 2527 2498 2478 40 2438 2362 76 2342 2272 2242 174 154 2068 134
internal_count=3121 3098 3078 3055 3027 2991 2965 2940 53 2887 2867 2653 214 2632 2601 74 2527 2498 2478 40 2438 2362 76 2342 2272 2242 174 154 2068 134
is_linear=0
shrinkage=0.1


Tree=8594
num_leaves=31
num_cat=0
split_feature=1429 156 1204 1185 393 1185 4 4 4 2 1374 48 1371 42 42 42 42 42 480 2 42 481 160 403 1210 42 4 3 4 1210
split_gain=3.70691e-10 6.20973e-10 3.39247e-10 7.23296e-10 6.18963e-10 3.09767e-10 3.91938e-10 1.39521e-09 1.30015e-09 2.52425e-09 1.51179e-09 3.49705e-09 1.43768e-09 1.16489e-09 4.88485e-09 3.22856e-09 2.68453e-09 2.62608e-09 2.31543e-09 2.16844e-09 1.06634e-08 6.16433e-09 5.21601e-09 2.52897e-09 2.50963e-09 3.56745e-09 2.65115e-09 2.84425e-09 2.48016e-09 2.41752e-09
threshold=-0.23752499999999996 0.32523500000000005 0.053645000000000005 -0.10973499999999999 0.10856500000000001 0.093750000000000014 -0.012164999999999999 -0.012889999999999999 -0.010384999999999998 0.087015000000000023 -0.096434999999999979 0.087215000000000015 0.083235000000000017 0.086950000000000013 0.087505000000000013 0.086135000000000003 0.087825000000000014 0.088295000000000012 0.086930000000000021 0.091055000000000011 0.090395000000000017 -0.086219999999999977 -0.41869999999999991 -0.55049499999999985 -0.078184999999999991 0.089905000000000013 -0.080744999999999997 -0.094874999999999987 -0.080584999999999976 -0.0049999999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 13 9 -8 11 -10 -12 15 -15 18 -16 -18 -5 21 -21 -19 -22 -23 -25 28 27 -27 -26 -24
right_child=1 -3 -4 4 -6 -7 8 -9 10 -11 12 -13 -14 14 16 -17 17 19 -20 20 22 23 29 24 25 26 -28 -29 -30 -31
leaf_value=-4.0903157063419054e-07 -6.0339095171002559e-07 5.5831756014868009e-07 3.3393268343691793e-07 -8.8535530855386871e-08 4.1214102716303897e-07 -3.9722977795975112e-07 -2.3363849937528292e-07 -7.9261091746237384e-07 -1.5244026070604377e-06 1.0614811877892007e-06 1.706624827028088e-08 3.4563695038514198e-07 6.6701597928288589e-07 1.2658749004014102e-06 -1.123057611494005e-06 -1.0364900405030703e-06 1.1024187912149184e-06 -1.5654433537650091e-06 7.6452943400192572e-07 2.4024077837176656e-06 -1.42039634015005e-06 1.0432853189610926e-06 1.1245376599617885e-06 -9.7570887740810846e-07 -1.6067824781984543e-06 -8.333086640277544e-08 -6.5903544976819722e-09 1.4667984703072731e-06 -1.9552693505498941e-07 5.7548885957998314e-08
leaf_weight=22 20 20 30 888 36 20 27 24 20 34 1232 20 35 33 20 35 23 28 33 21 22 21 25 29 20 20 160 29 33 141
leaf_count=22 20 20 30 888 36 20 27 24 20 34 1232 20 35 33 20 35 23 28 33 21 22 21 25 29 20 20 160 29 33 141
internal_value=0 2.90551e-09 -7.02232e-10 -3.9948e-09 -3.7086e-11 -4.99479e-09 -2.35614e-09 -3.58771e-08 3.69722e-08 4.88231e-07 1.59111e-08 -5.89383e-07 3.50207e-08 -2.43897e-08 8.17713e-08 -9.37942e-08 1.57656e-08 5.55846e-08 -5.79697e-08 1.17281e-08 2.65214e-07 -1.44091e-07 2.64847e-08 -1.65337e-08 -9.30155e-08 4.68719e-09 1.90508e-07 8.34093e-07 -7.28076e-07 2.1824e-07
internal_weight=0 3099 3079 3049 3029 2993 2973 1605 1368 61 1307 40 1267 1581 625 956 592 572 921 549 209 340 188 312 291 262 209 49 53 166
internal_count=3121 3099 3079 3049 3029 2993 2973 1605 1368 61 1307 40 1267 1581 625 956 592 572 921 549 209 340 188 312 291 262 209 49 53 166
is_linear=0
shrinkage=0.1


Tree=8595
num_leaves=31
num_cat=0
split_feature=156 472 10 4 0 2 9 3 45 1 3 3 1210 3 3 133 133 16 3 132 12 1211 1211 15 13 0 13 13 403 133
split_gain=4.39451e-10 4.71067e-10 3.38411e-10 3.92615e-09 1.0276e-08 7.55101e-09 5.86005e-10 2.64516e-09 4.75623e-10 4.54584e-10 4.34602e-10 5.91214e-09 4.45097e-09 1.47238e-09 1.36893e-09 1.55209e-09 1.86211e-09 1.48802e-09 1.51476e-09 1.30023e-09 1.30475e-08 9.93203e-09 1.56814e-09 1.33526e-09 1.21708e-09 2.79554e-09 1.56671e-09 1.97025e-09 4.9561e-09 6.45091e-09
threshold=0.3248100000000001 -0.097514999999999977 -0.011559999999999999 0.053180000000000012 -0.10151999999999999 -0.023999999999999997 0.085555000000000006 -0.083784999999999984 0.094030000000000016 0.12408500000000001 -0.078724999999999976 -0.07908999999999998 -0.077869999999999981 -0.079379999999999992 -0.080564999999999984 0.2590050000000001 0.086365000000000011 -0.071854999999999988 -0.080104999999999996 -0.083284999999999984 0.091545000000000015 0.11048500000000001 0.089055000000000009 0.084905000000000022 -0.13710499999999998 -0.14226499999999997 -0.097224999999999992 -0.089109999999999981 -0.0047449999999999992 -0.073829999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 8 -8 10 -7 11 13 -12 14 19 16 17 18 -16 20 23 22 24 -4 25 -21 -26 28 -28 -30
right_child=-2 2 6 4 -6 9 7 -9 -10 -11 12 -13 -14 -15 15 -17 -18 -19 -20 21 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=4.8698891063736483e-07 -4.3549010859291948e-07 -2.3230310631561227e-06 6.0515386726381038e-08 2.1274178762227665e-06 -5.8829347153732676e-07 3.9384253057050957e-07 1.2105346689579511e-06 -2.2514131656366361e-07 -3.6051418458921748e-07 -2.8038624748205622e-07 1.4940606057561604e-06 -1.6200650963049196e-06 2.5363494520774539e-08 7.5597853447106901e-07 -1.1720385428996375e-06 4.1785740189463171e-07 -1.3878618673857091e-06 3.6532892223654614e-07 -3.6370593493450585e-08 8.6254737524517952e-08 2.6528429862082707e-06 -1.8504272573189718e-06 7.1159527239572648e-07 -8.0077030455427695e-07 6.6551053444564374e-07 -1.3038017987523549e-06 6.1681723064584039e-07 3.7154881335307736e-08 2.7423312815244571e-07 -2.0772242976363489e-06
leaf_weight=20 23 20 72 22 38 20 21 33 36 20 21 23 1185 25 24 21 20 23 23 39 20 29 32 24 37 23 26 1153 20 28
leaf_count=20 23 20 72 22 38 20 21 33 36 20 21 23 1185 25 24 21 20 23 23 39 20 29 32 24 37 23 26 1153 20 28
internal_value=0 3.23982e-09 9.65544e-11 -1.64529e-07 4.07467e-07 -7.36525e-07 6.77507e-09 3.33177e-07 7.05607e-10 5.67281e-08 5.23975e-09 -2.79202e-08 5.09378e-08 -5.57774e-09 -1.73738e-08 -3.56262e-07 -5.3689e-07 -2.93755e-07 -6.16286e-07 7.65385e-09 3.29271e-07 -1.92442e-08 1.98606e-08 -1.54806e-07 3.16711e-09 -4.29411e-07 2.43854e-08 5.05233e-09 -4.9514e-07 -1.09745e-06
internal_weight=0 3098 3078 120 60 60 2958 54 2904 40 2868 1662 1206 1639 1614 111 90 70 47 1503 116 1387 1358 96 1326 62 1264 1227 74 48
internal_count=3121 3098 3078 120 60 60 2958 54 2904 40 2868 1662 1206 1639 1614 111 90 70 47 1503 116 1387 1358 96 1326 62 1264 1227 74 48
is_linear=0
shrinkage=0.1


Tree=8596
num_leaves=31
num_cat=0
split_feature=1211 43 401 401 1185 393 16 133 133 394 15 394 1176 1208 133 403 403 403 52 472 1429 12 12 483 484 12 160 4 52 13
split_gain=4.82887e-10 8.52143e-10 6.09688e-10 1.36678e-09 5.76987e-10 5.56931e-10 7.14617e-10 6.92547e-10 7.27148e-10 3.91781e-10 2.90715e-09 5.60891e-10 8.31823e-10 3.89285e-10 8.32404e-10 1.55541e-09 8.80383e-10 5.53317e-10 7.88805e-10 3.77314e-10 5.01962e-10 5.68273e-10 3.92152e-09 1.07871e-09 1.73798e-09 1.02341e-09 1.01161e-09 1.27993e-09 1.51195e-09 1.31478e-09
threshold=0.11716500000000001 0.057265000000000003 -0.46360499999999999 -0.13200999999999999 -0.10973499999999999 0.10389500000000002 -0.08453999999999999 0.51114000000000004 0.41892500000000005 -0.10499499999999999 0.085730000000000015 -0.09095499999999998 1.0000000180025095e-35 0.11332500000000002 0.40431 -0.54856499999999986 -0.52641999999999989 -0.21666999999999997 0.086275000000000004 -0.38234499999999999 -0.23587499999999997 0.099815000000000015 0.10193000000000001 0.10143000000000001 0.081425000000000011 0.10408500000000002 0.084770000000000026 -0.068329999999999988 0.10263500000000002 -0.051094999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 7 -7 8 9 10 -6 -11 13 14 15 -13 -17 18 -18 -19 -21 -22 -23 24 25 -24 27 -27 29 -29
right_child=1 -3 3 4 5 6 -8 -9 -10 11 -12 12 -14 -15 -16 16 17 19 -20 20 21 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-4.7826867844209861e-07 7.5721934498905412e-07 -5.1820155372676415e-08 6.3909433954518837e-07 -5.4331766591531044e-07 -1.0336277873648216e-06 -1.155093533119119e-08 7.2054402882789272e-07 -4.5242952272214355e-07 5.4322563064109388e-07 4.7663158880458431e-07 5.4253477431002881e-07 -6.7911605859361615e-07 -6.2134553011426101e-07 -4.3294232314327109e-07 4.8381982423961741e-07 5.5932023477518148e-07 -6.1853209851225234e-07 -3.9228687143122443e-07 1.3972906680978866e-07 4.7113503266809459e-07 2.0219236427353688e-08 -1.1211656802905575e-06 4.8206769731353108e-07 -7.1267764216287339e-07 9.458602636414072e-07 3.3946802204809504e-07 5.4553612126281596e-07 3.0459844815311502e-07 -9.0818379341328645e-07 -3.6364041522582218e-07
leaf_weight=27 23 30 33 20 25 30 24 35 24 24 22 34 22 21 35 28 34 24 23 23 2223 35 35 20 20 40 22 44 32 89
leaf_count=27 23 30 33 20 25 30 24 35 24 24 22 34 22 21 35 28 34 24 23 23 2223 35 35 20 20 40 22 44 32 89
internal_value=0 2.99272e-07 -5.16903e-09 -9.68538e-10 -7.9905e-09 -4.40732e-09 3.13825e-07 -1.02644e-08 -4.92604e-09 -9.50191e-09 -2.9585e-07 -4.74295e-09 -8.86313e-09 -4.01963e-09 -7.57274e-10 -6.97892e-09 1.51019e-09 -4.35268e-09 -3.12567e-07 2.38618e-09 6.05329e-09 1.87483e-09 -1.19133e-07 -3.00334e-09 4.73282e-08 -2.12621e-08 -9.8868e-08 -1.68024e-07 -2.91052e-07 -1.42569e-07
internal_weight=0 53 3068 3041 3008 2988 54 2934 2899 2875 47 2828 2804 2782 2761 2726 2692 2664 57 2607 2583 2560 337 302 282 262 227 205 165 133
internal_count=3121 53 3068 3041 3008 2988 54 2934 2899 2875 47 2828 2804 2782 2761 2726 2692 2664 57 2607 2583 2560 337 302 282 262 227 205 165 133
is_linear=0
shrinkage=0.1


Tree=8597
num_leaves=31
num_cat=0
split_feature=1211 16 403 1185 1186 52 1429 156 4 2 481 480 160 4 159 160 16 16 2 402 2 2 402 12 2 16 2 51 4 43
split_gain=3.95059e-10 1.26343e-09 1.50907e-09 4.70586e-10 5.38787e-10 9.51647e-10 3.53268e-10 6.92614e-10 3.61703e-10 1.15785e-09 6.36548e-09 3.5612e-09 1.81759e-09 1.79332e-09 1.7626e-09 2.81348e-09 3.00968e-09 1.63594e-09 3.47044e-09 2.7593e-09 2.73718e-09 1.74715e-09 2.40746e-09 3.95215e-09 6.89191e-09 1.62942e-09 1.54911e-09 1.59171e-09 1.11074e-09 2.36749e-09
threshold=0.11191500000000001 -0.069894999999999985 0.0033700000000000002 -0.10973499999999999 -0.086714999999999987 0.086635000000000004 -0.23752499999999996 0.32523500000000005 -0.012164999999999999 0.092635000000000009 -0.00058999999999999992 0.106725 -0.43215499999999996 -0.013125 0.10545500000000001 -0.080719999999999986 0.029300000000000003 -0.082179999999999989 0.093680000000000013 -0.064959999999999976 0.09580000000000001 0.10699500000000002 0.024785000000000005 0.098810000000000023 0.11824000000000001 -0.14322499999999996 0.11144000000000001 -0.025069999999999999 -0.010384999999999998 -0.081674999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 -6 8 9 11 -11 13 -12 25 15 16 -14 -17 -19 -20 -21 -22 23 26 -25 -8 -23 -28 29 -10
right_child=1 -3 -4 4 6 -7 7 -9 28 10 12 -13 14 -15 -16 17 -18 18 19 20 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-4.8898492252646977e-07 1.0269982650901999e-06 -3.2944718668659335e-07 -1.1905849532922731e-07 7.0837543850349662e-07 -4.0774388003357709e-07 -6.6255790654525176e-08 -8.6874495828226375e-07 5.8094634198369026e-07 9.1591502542798538e-07 1.6082702037815231e-06 -8.4766632498419402e-07 -1.4223935449564353e-06 1.4752289957239588e-07 -8.9548898588331074e-07 -7.5119752283880054e-07 8.3578371381711564e-07 1.7536756405434063e-06 -1.2682576280812184e-06 8.9586638599333439e-07 -1.0921183526117299e-06 3.271084528398452e-07 6.7525757577650101e-07 7.5789358892176435e-07 -2.5066913838145414e-06 3.1503495649857266e-08 -3.4935846653721195e-08 3.7596072275582837e-07 -7.4389498763594028e-07 8.2343816963075687e-09 -3.6329914544931736e-07
leaf_weight=20 27 26 20 29 22 35 24 20 39 26 24 20 28 26 26 22 20 22 33 24 109 26 22 20 23 999 22 30 1314 23
leaf_count=20 27 26 20 29 22 35 24 20 39 26 24 20 28 26 26 22 20 22 33 24 109 26 22 20 23 999 22 30 1314 23
internal_value=0 2.29893e-07 5.39315e-07 -5.50892e-09 -2.31556e-09 2.84749e-07 -8.51398e-09 -5.52858e-09 -9.54278e-09 -4.27353e-08 8.68189e-08 -1.00544e-07 -8.92313e-10 -7.53418e-08 4.67015e-08 9.84356e-08 8.16753e-07 7.60738e-10 -5.47393e-08 3.16601e-08 -7.16689e-08 2.55167e-08 -2.04368e-07 -3.79324e-07 -1.14905e-06 -5.44974e-08 4.50126e-08 -2.7011e-07 2.77506e-08 4.41368e-07
internal_weight=0 73 47 3048 3028 64 2964 2942 2922 1546 477 1069 451 1049 427 401 48 353 331 309 276 252 143 121 43 1023 78 52 1376 62
internal_count=3121 73 47 3048 3028 64 2964 2942 2922 1546 477 1069 451 1049 427 401 48 353 331 309 276 252 143 121 43 1023 78 52 1376 62
is_linear=0
shrinkage=0.1


Tree=8598
num_leaves=31
num_cat=0
split_feature=472 1429 46 1211 15 401 402 1210 131 133 1209 42 132 1211 1186 132 15 0 12 3 403 399 132 12 1208 133 131 131 480 160
split_gain=3.98481e-10 4.74773e-10 3.56737e-10 3.53384e-10 6.99751e-10 5.73627e-10 1.10911e-09 5.76628e-10 4.55687e-10 4.43075e-10 1.81699e-09 1.05678e-09 4.81625e-10 1.27102e-08 9.12762e-09 1.31553e-09 1.10238e-09 4.87628e-10 5.40371e-10 7.03019e-10 6.01456e-10 1.08011e-09 4.70015e-10 1.09352e-09 7.14201e-10 9.1472e-10 5.56997e-10 2.00612e-09 2.24547e-09 1.32823e-09
threshold=-0.38234499999999999 -0.23587499999999997 0.10987500000000001 0.11716500000000001 0.096455000000000013 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.13767000000000004 0.41553500000000004 0.11743500000000001 -0.031659999999999994 -0.083284999999999984 0.10636500000000002 0.0044650000000000011 -0.037359999999999997 0.092400000000000024 -0.09515499999999999 0.11418000000000002 -0.080104999999999996 -0.089609999999999981 0.087805000000000008 0.11297500000000001 0.089300000000000004 0.10233500000000001 0.39371500000000009 0.090690000000000007 0.090150000000000022 0.11191000000000002 -0.4136149999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -7 8 9 10 12 -11 14 15 16 -14 17 -8 19 20 -19 -22 24 -24 25 26 27 28 -17 -28
right_child=1 2 -4 4 -6 6 7 -9 -10 11 -12 -13 13 -15 -16 22 -18 18 -20 -21 21 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-4.0590746029541456e-07 4.5578861756128034e-07 -4.6651042356205397e-07 4.0099253109104896e-07 5.471798203871004e-07 -1.9571088744539468e-07 5.8205245712095177e-07 3.3324862101835607e-07 -5.4498589520335371e-07 -4.8189356558481224e-07 1.0110891273435691e-07 9.5200471420753271e-07 -8.3731928866438384e-07 6.8496801282386904e-07 -2.5273710008377749e-06 2.0677830486254773e-06 -1.5384919628522987e-08 -7.516457008643391e-07 2.9997682181222749e-07 -5.2694634909446745e-07 5.2557457127564016e-07 -7.7581704829299278e-07 8.6004507068943869e-08 -8.3809879640739388e-07 8.374878269302328e-08 5.6928111162464612e-07 -5.930378898929471e-07 9.3011801254760935e-07 -9.0276361788710344e-07 7.5015537864449779e-07 7.7262232438323789e-08
leaf_weight=24 23 27 22 32 21 32 35 20 20 28 20 21 28 20 22 2182 22 24 23 21 26 33 22 31 22 26 20 25 39 210
leaf_count=24 23 27 22 32 21 32 35 20 20 28 20 21 28 20 22 2182 22 24 23 21 26 33 22 31 22 26 20 25 39 210
internal_value=0 3.14057e-09 -2.46192e-10 -3.13848e-09 2.52827e-07 -7.66204e-09 -3.4935e-09 -9.86679e-09 -6.20159e-09 -2.92095e-09 2.2034e-09 -3.01075e-07 -4.50661e-09 -1.60612e-08 1.4273e-07 3.21952e-09 -8.74394e-08 2.76143e-09 -8.83177e-08 8.68668e-09 -1.22092e-07 -2.93781e-07 -4.18792e-09 -2.98905e-07 2.00067e-09 -2.9874e-09 3.2086e-09 -1.19692e-08 -1.94229e-09 1.51424e-07
internal_weight=0 3097 3074 3052 53 2999 2972 2940 2920 2900 2851 49 2831 2625 206 2605 184 162 127 104 83 59 2577 53 2524 2502 2476 2246 2221 230
internal_count=3121 3097 3074 3052 53 2999 2972 2940 2920 2900 2851 49 2831 2625 206 2605 184 162 127 104 83 59 2577 53 2524 2502 2476 2246 2221 230
is_linear=0
shrinkage=0.1


Tree=8599
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1429 474 42 2 399 15 0 0 10 0 43 402 39 9 10 4 52 4 52 15 457 151 2 0 15 13
split_gain=3.86513e-10 1.7105e-09 9.29086e-10 9.41737e-10 3.8374e-10 7.48508e-10 3.81811e-10 8.10783e-10 9.05864e-10 5.43244e-10 3.45091e-10 8.21914e-09 5.73038e-09 1.40179e-09 1.91921e-09 1.15067e-09 9.42661e-10 1.11726e-09 3.46351e-09 9.33124e-10 2.49729e-09 1.60011e-09 2.98598e-09 2.95105e-09 1.55101e-09 1.43386e-09 1.84486e-09 1.37383e-09 1.56994e-09 2.87291e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.23752499999999996 0.11787500000000002 -0.049004999999999993 0.089125000000000024 0.085965000000000014 0.084510000000000016 -0.10224499999999999 -0.10096999999999999 -0.014199999999999999 -0.10836499999999999 -0.0051099999999999991 0.086855000000000016 -1.0000000180025095e-35 0.088235000000000022 0.058500000000000003 -0.0070899999999999991 -1.0000000180025095e-35 0.0033150000000000007 -0.080114999999999978 -0.096999999999999989 0.11612500000000002 -0.072119999999999976 0.11704500000000001 -0.13455999999999999 -0.087894999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -3 10 7 8 -1 -8 12 -12 -6 15 -15 19 -13 -18 -19 20 -14 23 -23 -21 25 26 -24 28 -27 -30
right_child=1 4 -4 -5 5 -7 9 -9 -10 -11 11 16 13 14 -16 -17 17 18 -20 21 -22 22 24 -25 -26 27 -28 -29 29 -31
leaf_value=-9.1040831250666089e-07 9.0897515509000411e-07 -4.3332698112408258e-07 -7.0143639050002096e-07 -6.872547996091986e-07 -1.650689902487169e-06 5.6234366946720613e-07 1.7608522420556817e-08 2.4384415095740305e-07 -4.1566345885257768e-08 5.7099832631024581e-07 1.94233354074475e-06 6.835290474782597e-07 2.0448061090376938e-08 -1.5442293122954913e-07 1.1678293518620512e-06 -7.1332199161133762e-07 5.0650821560438761e-09 -1.3508010416292867e-06 2.6091649213337102e-07 -1.8440709717217694e-07 -9.5214715416760666e-07 -1.1610730179459747e-06 6.8281878863477427e-08 1.453509751379236e-06 8.8160913985678819e-07 8.132760060194447e-08 -1.0318918298863807e-06 -2.4368420355824397e-07 4.4589337216455704e-08 1.7005865603891835e-06
leaf_weight=20 21 20 25 21 22 24 68 34 30 24 22 20 99 21 23 25 2178 24 30 22 36 21 35 22 22 82 27 61 22 20
leaf_count=20 21 20 25 21 22 24 68 34 30 24 22 20 99 21 23 25 2178 24 30 22 36 21 35 22 22 82 27 61 22 20
internal_value=0 9.73953e-09 -1.27168e-07 -5.42917e-08 3.17804e-09 6.23266e-09 2.12323e-08 -1.3291e-07 -3.89103e-07 1.61971e-07 1.52318e-09 1.88399e-08 -6.87951e-08 -4.10792e-09 5.36754e-07 -5.22819e-08 4.91117e-11 -6.07526e-09 -4.55402e-07 -1.70452e-08 -2.38911e-07 7.26309e-08 -1.26259e-08 6.34551e-07 7.70298e-08 5.36684e-09 -4.10826e-07 1.44848e-07 3.3598e-07 8.33159e-07
internal_weight=0 2899 222 197 2878 2858 176 84 50 92 2834 2274 560 538 44 494 2252 2232 54 469 135 334 290 44 269 247 62 185 124 42
internal_count=3121 2899 222 197 2878 2858 176 84 50 92 2834 2274 560 538 44 494 2252 2232 54 469 135 334 290 44 269 247 62 185 124 42
is_linear=0
shrinkage=0.1


Tree=8600
num_leaves=31
num_cat=0
split_feature=33 1211 16 1211 1185 1186 52 402 401 402 401 42 42 4 3 51 4 42 2 12 2 403 42 42 42 482 1456 1456 1456 1455
split_gain=3.64195e-10 3.52729e-10 1.00592e-09 1.57583e-09 5.14672e-10 3.74123e-10 7.44009e-10 3.43971e-10 2.28012e-09 1.1118e-09 5.28981e-10 4.7811e-10 2.61446e-09 9.53341e-10 1.5346e-09 1.52194e-09 2.64311e-09 1.12108e-09 1.16244e-09 1.40724e-09 1.29693e-09 1.11864e-09 9.00781e-10 7.85585e-10 2.12885e-09 1.25949e-09 8.79516e-10 7.82014e-10 7.04972e-10 7.46491e-10
threshold=-0.0066799999999999993 0.11191500000000001 -0.069894999999999985 0.11817500000000002 -0.10973499999999999 -0.086714999999999987 0.086635000000000004 -0.45015499999999992 -1.0000000180025095e-35 -0.41906499999999997 -0.099524999999999988 0.10024000000000001 0.10306000000000001 -0.082594999999999988 -0.082879999999999995 0.090560000000000015 -0.077999999999999986 0.10705500000000003 0.10327000000000001 0.11527000000000001 0.092480000000000021 -1.0000000180025095e-35 0.09858500000000002 0.097640000000000018 0.096450000000000022 0.11562500000000002 -0.24236499999999997 -0.15824499999999997 -0.090954999999999994 -0.082599999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 -6 8 -7 -9 -11 22 -13 -14 21 16 -16 -18 20 -20 -19 -15 23 24 25 26 -12 -28 -29 -30
right_child=1 2 -4 -5 5 7 -8 9 -10 10 11 12 13 14 15 -17 17 18 19 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=3.2549521820863662e-07 -5.144460055817036e-07 1.1624867016735153e-06 -2.8548040714982703e-07 -8.6477771051081455e-09 6.0827944355031798e-07 -9.7733082782269776e-07 -7.6650353020925524e-08 7.3685586457372673e-07 3.6227380380498491e-07 -4.8897477130515703e-07 -6.0985829099990956e-07 9.9778036403819221e-07 5.0753375847655076e-07 -1.1517675147842966e-06 1.1720709632912906e-06 -5.9632620642939107e-07 -6.5841985141495184e-07 1.7210116451141488e-07 8.7618924591438522e-07 -5.4508200153513543e-08 -8.4842423348163725e-07 -9.410936499421041e-08 -6.3121305193073844e-07 5.4211390124692121e-07 -8.3163986985823612e-07 5.5304708177153282e-07 4.3639311873128488e-07 -5.0255682898144485e-07 4.4365574386314876e-07 -2.1682869640085839e-08
leaf_weight=34 20 20 26 27 29 24 35 20 27 23 25 30 34 20 23 30 21 33 33 32 20 20 24 25 32 39 38 30 35 2292
leaf_count=34 20 20 26 27 29 24 35 20 27 23 25 30 34 20 23 30 21 33 33 32 20 20 24 25 32 39 38 30 35 2292
internal_value=0 -3.58831e-09 2.13613e-07 4.89707e-07 -8.84899e-09 -5.47159e-09 2.33708e-07 -1.0696e-08 -2.68128e-07 -6.13572e-09 -1.13333e-08 -7.4596e-09 1.12817e-07 1.30093e-08 -5.94641e-08 5.79264e-08 1.79084e-07 1.47771e-08 1.34583e-07 4.18e-07 -2.13003e-07 -6.22938e-07 -2.14761e-08 -1.56599e-08 -2.12577e-08 -1.07119e-08 -1.97973e-08 -1.3638e-08 -2.08935e-08 -1.46838e-08
internal_weight=0 3087 73 47 3014 2994 64 2930 51 2879 2859 2836 296 266 232 192 162 139 118 65 53 40 2540 2516 2491 2459 2420 2395 2357 2327
internal_count=3121 3087 73 47 3014 2994 64 2930 51 2879 2859 2836 296 266 232 192 162 139 118 65 53 40 2540 2516 2491 2459 2420 2395 2357 2327
is_linear=0
shrinkage=0.1


Tree=8601
num_leaves=31
num_cat=0
split_feature=1209 402 1210 1208 1209 472 1429 2 132 0 1204 15 481 480 481 160 480 1453 483 4 4 133 1 1 15 1 1 12 3 481
split_gain=3.42108e-10 3.44335e-10 8.90312e-10 6.31524e-10 1.78256e-09 3.22367e-10 4.60158e-10 4.10571e-10 2.85952e-09 1.3937e-08 8.74592e-09 2.95531e-09 3.44473e-09 1.81472e-09 1.54684e-09 4.57139e-09 2.91547e-09 1.26221e-09 1.65806e-09 1.74746e-09 3.22151e-09 2.3929e-09 1.72012e-09 2.21401e-08 9.16739e-09 2.33639e-09 2.52175e-09 1.97865e-09 2.38538e-09 1.23812e-09
threshold=-0.14444499999999996 0.23460000000000003 -0.13847499999999999 0.11846000000000001 0.11240000000000001 -0.38234499999999999 -0.23587499999999997 0.083715000000000026 -0.083284999999999984 -0.082284999999999983 -0.081079999999999985 0.11842000000000001 -0.085894999999999985 0.11191000000000002 -0.085784999999999986 -0.015149999999999999 0.086930000000000021 -0.078199999999999978 -0.021199999999999997 -0.083439999999999986 -0.081839999999999982 -0.081654999999999991 0.093700000000000019 0.092695000000000013 -0.092919999999999989 0.094715000000000008 0.096860000000000016 0.085565000000000016 -0.083654999999999993 -0.083994999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 9 -8 -10 12 -12 14 15 -9 -17 -14 -19 21 -21 -20 23 24 -22 -24 -27 -26 -29 -16
right_child=1 -3 3 -5 -6 6 7 13 10 -11 11 -13 17 -15 29 16 -18 18 19 20 22 -23 25 -25 27 26 -28 28 -30 -31
leaf_value=4.1225476934414477e-07 6.0684264511223775e-07 -3.9687868103044366e-07 -3.6647225272190558e-07 5.1741075214087455e-07 -8.3302502914123656e-07 4.4705822187759865e-07 -8.2651935061483574e-07 -1.3520638218852476e-06 -1.9507575044289379e-06 2.7829252863398327e-06 1.1481606328112733e-06 -8.1143309930019491e-07 8.5270606675180727e-07 6.6948581664635984e-07 7.4431083183818762e-07 -4.9893196124775513e-07 1.0482109562728747e-06 -6.4450597719631779e-07 -1.2784994510184335e-06 1.4007402376137179e-06 -2.0425609085350519e-06 -5.5567393273392444e-08 -1.0154771904131337e-06 3.4056784860088862e-06 8.685310659357865e-07 8.9903830731448886e-07 -7.252470649387802e-08 -7.9667618685427311e-07 2.6145885944919709e-07 -2.7532871868077889e-08
leaf_weight=20 24 22 24 23 26 23 23 34 22 20 31 36 20 37 21 29 21 33 20 20 20 80 23 21 37 30 244 27 101 2009
leaf_count=20 24 22 24 23 26 23 23 34 22 20 31 36 20 37 21 29 21 33 20 20 20 80 23 21 37 30 244 27 101 2009
internal_value=0 -2.66336e-09 1.53383e-10 -4.61275e-09 -8.57269e-09 -1.4417e-09 1.49617e-09 -1.96714e-09 5.88095e-08 8.52292e-07 1.42085e-08 7.23905e-08 1.17394e-07 -2.47972e-08 -3.69488e-08 -4.57462e-07 1.50868e-07 7.01254e-08 4.62662e-08 8.28561e-08 1.56089e-07 -3.00154e-07 1.066e-07 3.28645e-07 -2.06404e-08 -4.74103e-08 3.38508e-08 2.24441e-07 3.82585e-08 -1.95483e-08
internal_weight=0 3101 3079 3055 3032 3006 2982 2959 808 43 765 743 707 2151 2114 84 50 676 656 623 523 100 503 206 185 297 274 165 128 2030
internal_count=3121 3101 3079 3055 3032 3006 2982 2959 808 43 765 743 707 2151 2114 84 50 676 656 623 523 100 503 206 185 297 274 165 128 2030
is_linear=0
shrinkage=0.1


Tree=8602
num_leaves=31
num_cat=0
split_feature=132 399 1203 393 12 394 1176 13 40 13 43 128 129 131 13 16 16 475 16 131 130 130 130 130 403 400 13 0 1210 4
split_gain=3.83463e-10 1.90061e-09 1.56106e-09 5.37439e-10 1.24733e-09 5.61885e-10 1.15487e-09 5.23982e-10 2.81588e-09 1.63814e-09 1.49073e-09 8.15331e-10 1.23045e-09 6.72679e-10 6.68005e-10 2.04035e-09 1.64033e-09 1.03158e-09 1.26987e-09 7.43921e-10 8.86233e-10 2.1803e-09 8.57028e-10 1.06489e-09 4.28288e-09 3.58121e-09 7.79738e-10 2.49131e-09 1.26722e-09 7.62627e-10
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.088255000000000014 0.089005000000000015 -0.12099999999999998 1.0000000180025095e-35 0.24813000000000004 -0.24452499999999996 0.23074000000000003 -0.34140499999999996 0.10773500000000001 0.10532000000000001 0.13695500000000002 0.10002500000000002 0.26676500000000009 -0.037154999999999994 0.12927000000000002 0.63636000000000015 0.12193000000000001 0.10269000000000002 0.096625000000000003 0.091705000000000023 0.08610000000000001 -0.087914999999999979 -0.088514999999999996 0.061215000000000012 -0.078904999999999989 -0.42132499999999995 -0.51843499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 -2 7 8 -7 11 -9 12 13 14 17 16 -16 18 19 20 21 22 23 25 -25 -10 28 -28 -27 -30
right_child=1 -3 -4 4 -6 6 -8 10 9 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-4.26656821219945e-08 4.604067271429813e-07 7.1214260966830752e-07 -9.7012262955331608e-07 2.2550363212303637e-07 -7.1721831176319037e-07 1.1983109953916937e-06 -6.3697277019920363e-07 1.5574916429785413e-08 1.3410312233119726e-06 -8.9432637594200071e-07 -9.4462722398961061e-07 5.414351324494921e-07 -6.8992183119576122e-07 5.5341210465643522e-07 4.403227731721754e-07 9.8826989431342695e-07 -4.4885504111356925e-07 -6.8239196906461083e-07 6.4139260195181512e-07 -5.953384784009229e-07 5.6174050741779936e-07 -1.0185670086164984e-06 5.758774754838214e-07 -1.4291292814050395e-06 3.9134714039538013e-07 7.9993554663815308e-07 -1.2750907916370126e-06 4.1780253519172949e-08 -3.9387048656654617e-07 9.2920125249985765e-09
leaf_weight=196 27 38 20 25 32 20 28 61 20 20 22 29 25 23 42 28 41 22 31 21 28 21 26 24 28 20 20 51 48 2084
leaf_count=196 27 38 20 25 32 20 28 61 20 20 22 29 25 23 42 28 41 22 31 21 28 21 26 24 28 20 20 51 48 2084
internal_value=0 9.56338e-09 -1.28541e-07 2.51204e-10 -3.03744e-07 6.41765e-09 2.01316e-09 8.50739e-09 1.61937e-08 7.27879e-09 -2.38936e-07 1.41299e-08 8.25519e-09 1.50257e-08 1.01792e-08 2.50109e-07 1.09036e-09 -7.17766e-10 5.47416e-09 -2.77071e-09 2.47989e-09 -4.2064e-09 4.97135e-09 -1.49643e-09 -4.48873e-07 8.8752e-09 -3.11001e-09 -3.29169e-07 7.64753e-09 2.15183e-10
internal_weight=0 2905 216 2867 57 2810 2783 2755 2672 2652 83 2632 2603 2578 2555 111 83 2444 2422 2391 2370 2342 2321 2295 52 2243 2223 71 2152 2132
internal_count=3121 2905 216 2867 57 2810 2783 2755 2672 2652 83 2632 2603 2578 2555 111 83 2444 2422 2391 2370 2342 2321 2295 52 2243 2223 71 2152 2132
is_linear=0
shrinkage=0.1


Tree=8603
num_leaves=31
num_cat=0
split_feature=1420 157 50 474 52 1429 51 51 47 10 47 47 131 44 1456 457 47 3 0 0 1366 16 132 1203 1185 2 132 2 2 484
split_gain=3.61319e-10 9.73806e-10 4.39428e-10 4.35876e-10 1.19011e-09 3.23356e-10 1.83339e-09 1.12853e-09 3.61827e-10 3.23656e-09 2.85394e-09 1.17171e-09 5.82588e-10 5.77921e-10 1.33138e-09 5.79593e-10 7.23264e-10 6.12096e-10 5.81766e-10 6.4454e-10 5.44018e-10 4.97807e-10 4.82628e-10 1.10293e-08 6.09365e-09 1.54749e-09 6.92197e-10 6.77344e-10 4.5711e-10 1.60192e-09
threshold=0.056520000000000008 0.63397500000000007 0.14794500000000002 -0.090834999999999985 -0.53060999999999992 -0.060529999999999994 -0.085604999999999987 -0.093639999999999987 0.094160000000000008 -1.0000000180025095e-35 0.090100000000000013 0.096850000000000006 0.13767000000000004 0.099360000000000018 -0.077349999999999988 -0.077859999999999985 0.10670500000000001 -0.080564999999999984 -0.14226499999999997 -0.088774999999999979 -0.082814999999999986 0.5136400000000001 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.083385000000000015 -0.41094499999999995 0.10097500000000002 0.11448000000000001 0.098800000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5 10 -10 12 -11 20 14 -13 -16 17 -17 -18 -20 -7 -21 23 25 -24 -22 -27 -28 -26 -30
right_child=-2 -3 -4 5 -6 8 -8 -9 9 11 -12 13 -14 -15 15 16 18 -19 19 21 22 -23 24 -25 28 26 27 -29 29 -31
leaf_value=-8.9396981707068345e-07 -3.9488345266917072e-07 6.984657554198748e-07 -4.6879309323344387e-07 1.8110414948020144e-07 6.3478616102902624e-08 4.8975718040305369e-07 -4.0563227211502336e-07 1.1646237493323498e-06 1.3343764609885512e-06 -7.0085109363000296e-07 -9.3465887850856455e-07 9.0118581695719525e-07 -5.1120221629926994e-07 -4.2687229920158557e-07 -3.5180356983419774e-07 7.9151314615782702e-08 4.3300443271968674e-07 8.2587930962844161e-07 -4.4174810622305613e-07 2.2622481682563639e-07 -9.3591609356735722e-07 -3.2493063710974283e-07 -1.7491042035544525e-06 2.3747946565322308e-06 2.207804833247451e-08 4.1300277358047311e-07 2.5751524447720611e-08 -5.405254297232075e-07 -4.9075916748186904e-08 -9.7158436545896636e-07
leaf_weight=20 23 20 20 28 37 23 30 20 20 21 33 20 22 21 31 21 26 23 36 57 20 23 20 20 2000 32 86 28 320 20
leaf_count=20 23 20 20 28 37 23 30 20 20 21 33 20 22 21 31 21 26 23 36 57 20 23 20 20 2000 32 86 28 320 20
internal_value=0 2.93743e-09 -1.58192e-09 1.47374e-09 -2.72468e-07 6.67691e-09 2.07621e-07 5.90904e-07 1.31474e-09 1.05542e-07 -1.05618e-08 1.74538e-08 1.20786e-09 7.59205e-08 1.20472e-07 4.85165e-08 1.15237e-07 4.69486e-07 5.46897e-09 -9.03579e-08 5.59596e-09 6.77676e-08 1.22216e-09 1.5631e-07 -1.10008e-08 -1.10978e-07 2.02745e-09 -1.13334e-07 3.85475e-09 -1.03341e-07
internal_weight=0 3098 3078 3058 57 3001 78 48 2923 299 2624 279 2591 258 237 217 186 44 142 116 2569 80 2546 186 2360 166 146 114 2340 340
internal_count=3121 3098 3078 3058 57 3001 78 48 2923 299 2624 279 2591 258 237 217 186 44 142 116 2569 80 2546 186 2360 166 146 114 2340 340
is_linear=0
shrinkage=0.1


Tree=8604
num_leaves=31
num_cat=0
split_feature=132 1203 399 393 12 394 1176 394 0 3 156 3 52 2 41 41 33 43 13 15 42 42 13 128 129 131 15 15 49 15
split_gain=3.852e-10 1.9593e-09 1.65401e-09 4.08538e-10 1.01801e-09 4.55816e-10 9.48086e-10 4.90585e-10 4.24553e-10 5.6371e-10 1.7068e-09 6.05521e-10 1.01674e-09 1.25558e-09 6.54235e-10 2.3309e-09 1.655e-09 4.55383e-10 8.22697e-10 1.65867e-09 2.11534e-09 1.52431e-09 1.03876e-09 7.50958e-10 1.78556e-09 6.90114e-10 6.7151e-10 1.74159e-09 1.92352e-09 1.89075e-09
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.088255000000000014 0.089005000000000015 -0.12099999999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.22582000000000002 -0.24462999999999999 0.3248100000000001 -0.16726499999999997 -0.010034999999999999 0.10559 0.088520000000000015 0.095655000000000018 -0.0066799999999999993 -0.50775499999999985 0.24813000000000004 -0.56020999999999987 0.15665000000000004 -0.12099999999999998 0.11217000000000001 0.10773500000000001 0.10532000000000001 0.13695500000000002 -0.094549999999999981 -0.092489999999999989 0.085805000000000006 -0.091964999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 7 8 9 -7 11 12 13 -11 16 -16 -13 -18 19 -19 22 -20 23 24 25 26 -21 28 -28 -29
right_child=2 -3 -4 4 -6 6 -8 -9 -10 10 -12 14 -14 -15 15 -17 17 18 21 20 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-3.2636337643272475e-08 4.1516136367068544e-07 -1.0716815544142832e-06 6.6499012492583555e-07 2.1397015947854923e-07 -6.3769595968210526e-07 4.7053271255383436e-07 -5.7666540718465901e-07 4.103580327807777e-07 -4.5528939466521475e-07 -4.0705577852636012e-07 -9.1769305186062413e-07 7.4624678518375738e-07 7.781878469746449e-07 4.9297312788469088e-07 -1.1021929600968615e-06 2.4583898770178449e-07 3.1426240688069309e-07 8.1189035608986159e-07 1.4391259026069749e-07 1.0446380185740327e-07 -9.2192205738683707e-07 -9.603720983477614e-07 6.4397783330605307e-07 5.3032099502231102e-07 -9.5088761156603138e-07 5.4312136487920806e-07 -8.8319169161219052e-08 9.4913908185390031e-07 -1.3450006666257002e-06 -2.8718391245881305e-08
leaf_weight=196 27 20 38 25 32 26 28 30 20 31 20 30 27 31 23 29 45 25 25 433 25 25 25 26 20 23 29 20 21 1746
leaf_count=196 27 20 38 25 32 26 28 30 20 31 20 30 27 31 23 29 45 25 25 433 25 25 25 26 20 23 29 20 21 1746
internal_value=0 -1.28844e-07 9.57297e-09 8.85889e-10 -2.64158e-07 6.26223e-09 2.29519e-09 8.17936e-09 3.7517e-09 7.14572e-09 2.6485e-09 9.57096e-09 2.66006e-07 4.29587e-08 6.90538e-10 -3.50406e-07 7.94114e-09 -9.6126e-10 -6.76767e-09 1.62059e-09 -6.93378e-09 -4.0823e-07 2.82922e-09 -4.08567e-09 -1.01479e-08 -1.86672e-09 -7.44018e-09 -3.41221e-08 -6.16125e-07 -1.76441e-08
internal_weight=0 216 2905 2867 57 2810 2783 2755 2725 2705 2679 2659 89 62 2570 52 2518 2488 2443 2393 2368 50 2343 2318 2292 2272 2249 1816 50 1766
internal_count=3121 216 2905 2867 57 2810 2783 2755 2725 2705 2679 2659 89 62 2570 52 2518 2488 2443 2393 2368 50 2343 2318 2292 2272 2249 1816 50 1766
is_linear=0
shrinkage=0.1


Tree=8605
num_leaves=31
num_cat=0
split_feature=1429 156 1212 1212 1212 1212 0 3 3 42 128 15 3 3 1447 160 43 1447 159 1213 52 52 3 1213 132 15 1203 1204 1211 403
split_gain=3.39604e-10 7.68753e-10 3.38218e-10 1.64538e-09 2.68865e-09 7.15932e-10 6.14421e-10 8.07848e-10 1.33764e-09 1.37218e-09 9.36998e-10 1.05653e-09 1.13344e-09 9.50027e-10 5.09275e-10 1.51155e-09 2.46295e-09 1.06999e-09 8.6788e-10 5.35434e-10 1.92622e-09 1.28353e-09 1.1061e-09 9.08044e-10 9.86647e-10 1.27568e-08 6.67002e-09 2.01518e-09 9.80298e-10 7.96233e-10
threshold=-0.23752499999999996 0.32523500000000005 0.089125000000000024 0.087615000000000012 0.087295000000000011 0.086140000000000008 -0.064754999999999993 -0.076514999999999986 -0.078084999999999988 0.091735000000000025 0.088865000000000013 0.084840000000000013 -0.082689999999999986 -0.085709999999999995 -0.086359999999999978 -0.090764999999999985 -0.081374999999999989 -0.084894999999999984 -0.096634999999999985 0.066460000000000019 0.10611000000000001 0.090245000000000006 -0.083654999999999993 0.0036000000000000003 -0.083284999999999984 0.091915000000000011 0.089165000000000008 -0.016569999999999994 1.0000000180025095e-35 -0.087794999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 14 7 8 9 10 11 -4 13 -13 15 18 -17 -16 -2 23 21 22 29 24 25 27 28 -19 -26 -21
right_child=1 -3 6 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 17 16 -18 19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-3.9150778451099459e-07 1.8716595218393197e-07 6.2075555206320133e-07 -6.0495508296298799e-07 -7.4742639796454572e-07 1.1524140444407749e-06 -5.4391818162002895e-07 -3.8906418056554197e-07 7.1254171416512693e-07 -6.1807790554825188e-07 9.7246333325529137e-07 6.4657863003958488e-07 9.7993050610730626e-08 -4.7026042606646005e-07 9.0898679584228158e-07 -6.0839172772849304e-07 4.1854614174496876e-08 1.4564745174538986e-06 -1.0093699067681428e-06 -6.9662829261574198e-07 3.8658953583191572e-07 -1.0319225004389696e-06 6.9738342020286839e-07 -5.3169954076203833e-07 4.8871009814894553e-07 -1.0152033235329499e-08 2.3979326479785296e-06 -1.8370284294633167e-06 3.6931529991704072e-08 5.8518404435809711e-07 -3.0531015315302979e-07
leaf_weight=22 25 20 25 30 20 25 22 24 23 20 25 52 24 20 30 32 20 24 20 39 23 20 49 38 2270 23 20 79 28 29
leaf_count=22 25 20 25 30 20 25 22 24 23 20 25 52 24 20 30 32 20 24 20 39 23 20 49 38 2270 23 20 79 28 29
internal_value=0 2.77828e-09 -1.23587e-09 -1.0763e-08 -2.90946e-09 -1.11795e-08 1.14063e-07 1.66029e-07 9.66306e-08 1.95657e-07 8.92446e-08 -2.5907e-08 1.24887e-07 3.23269e-07 -6.36964e-09 2.18716e-07 5.85939e-07 -1.45408e-08 -2.05631e-07 -7.79758e-09 -1.85105e-07 -4.29388e-08 -1.6949e-07 3.6324e-09 -3.90972e-09 2.68612e-07 -1.87233e-08 -2.06867e-07 -2.89816e-09 9.15147e-08
internal_weight=0 3099 3079 2844 2814 2794 235 213 189 166 146 121 96 72 2769 97 52 2672 45 2642 160 137 117 2482 2444 126 2318 103 2298 68
internal_count=3121 3099 3079 2844 2814 2794 235 213 189 166 146 121 96 72 2769 97 52 2672 45 2642 160 137 117 2482 2444 126 2318 103 2298 68
is_linear=0
shrinkage=0.1


Tree=8606
num_leaves=31
num_cat=0
split_feature=1203 1204 128 15 132 15 399 50 394 1176 394 401 42 42 402 128 128 1185 129 0 129 1186 128 43 132 132 402 2 133 402
split_gain=4.09204e-10 4.80017e-10 4.27978e-10 8.07521e-10 6.08655e-10 1.15931e-08 5.67156e-09 1.28376e-09 4.65374e-10 8.23533e-10 8.83585e-10 4.31965e-10 1.94943e-09 1.23902e-09 9.1059e-10 4.08474e-10 9.88866e-10 5.84254e-10 5.51743e-10 1.8442e-09 9.9708e-10 5.94543e-10 5.56676e-10 2.9445e-09 7.80324e-10 7.80298e-10 6.68839e-10 1.70823e-09 1.06831e-09 3.22767e-09
threshold=0.10970500000000001 0.057120000000000011 0.10979500000000002 0.089595000000000022 -0.083284999999999984 0.091915000000000011 0.091580000000000009 0.08461500000000001 -0.12099999999999998 1.0000000180025095e-35 0.0047000000000000011 -0.078179999999999986 0.10306000000000001 0.11747 -0.43418999999999991 0.10318000000000001 0.099125000000000005 0.086650000000000019 0.093420000000000017 -0.075934999999999989 0.090540000000000023 -0.010834999999999999 0.085955000000000018 -0.095049999999999982 0.11297500000000001 0.10859000000000001 -0.10770499999999998 0.090545000000000014 0.26753000000000005 -0.0065149999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 8 -1 -6 10 11 12 -10 -14 -13 16 17 18 20 -20 21 -16 24 -24 25 26 27 -23 -28 -30
right_child=-2 -3 3 -5 6 -7 -8 -9 9 -11 -12 14 13 -15 15 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 28 -29 29 -31
leaf_value=8.9912643285661803e-09 4.5087816303635013e-07 -4.5805032831812363e-07 7.730326340530761e-08 -6.131035940271091e-07 4.4622152903054752e-07 2.4550780329946068e-06 -1.5360580337168511e-06 -8.4637739092841004e-07 1.0579905160549667e-06 -5.0039456926942456e-07 5.4071089716635177e-07 -5.5072491887149986e-07 -5.9339297013139008e-07 3.6725995775261008e-07 5.3739825680682298e-07 3.4269318770644271e-07 -7.0166786997560853e-07 -4.974977104132489e-07 -2.3098245750595519e-07 8.1056610049338766e-07 -6.1495177786897473e-07 9.9338601941049682e-07 -4.4888328251214595e-07 1.2065776532819787e-06 -4.4706840557095212e-07 5.9669660495067305e-07 2.2423254412464997e-10 -1.7938246891183689e-07 -1.3243185203068805e-06 3.5099403802356078e-07
leaf_weight=143 20 23 36 32 24 20 24 20 21 32 31 30 25 29 21 35 20 23 34 34 26 23 22 21 39 22 2218 27 23 23
leaf_count=143 20 23 36 32 24 20 24 20 21 32 31 30 25 29 21 35 20 23 34 34 26 23 22 21 39 22 2218 27 23 23
internal_value=0 -2.90744e-09 4.93561e-10 -2.47594e-07 6.0982e-09 1.8284e-07 -5.34283e-09 -9.59619e-08 7.76354e-09 3.97693e-09 9.85239e-09 3.79325e-09 2.40447e-07 -7.74868e-08 -2.92731e-09 3.3668e-09 -1.24361e-09 4.23701e-09 8.79284e-09 2.89792e-07 1.04114e-09 7.60769e-09 3.00653e-09 3.59598e-07 -3.44964e-09 3.95666e-09 -1.67872e-09 3.60091e-07 -9.66834e-09 -4.86662e-07
internal_weight=0 3101 3078 68 3010 183 2827 163 2803 2779 2747 2716 75 54 2641 2611 2576 2556 2533 68 2465 2439 2418 43 2375 2336 2314 50 2264 46
internal_count=3121 3101 3078 68 3010 183 2827 163 2803 2779 2747 2716 75 54 2641 2611 2576 2556 2533 68 2465 2439 2418 43 2375 2336 2314 50 2264 46
is_linear=0
shrinkage=0.1


Tree=8607
num_leaves=31
num_cat=0
split_feature=132 15 399 16 16 49 132 1 130 399 393 1 483 12 158 1451 15 1456 16 481 1455 159 482 13 39 2 12 4 142 45
split_gain=4.5288e-10 2.32309e-09 1.90121e-09 5.06684e-10 8.07732e-10 9.05455e-10 3.95395e-10 1.15475e-09 4.77031e-10 7.44277e-10 3.81107e-10 9.35177e-10 3.60332e-10 1.18085e-09 6.28479e-10 4.98118e-10 1.31191e-09 5.00715e-10 2.09782e-09 2.21737e-09 5.36759e-10 6.12411e-10 9.63848e-10 1.4714e-09 1.20497e-09 9.92424e-10 6.57249e-10 1.31211e-09 1.31201e-09 8.53777e-10
threshold=-0.083449999999999983 0.092400000000000024 0.091580000000000009 -0.14158499999999996 -0.095094999999999985 0.097180000000000016 -0.41127499999999995 0.086455000000000018 0.087380000000000013 0.088190000000000018 0.088255000000000014 0.088975000000000012 0.12325000000000001 0.094435000000000005 -0.47356499999999996 0.080930000000000016 -0.010414999999999999 -0.089834999999999984 -0.014754999999999999 -0.073474999999999985 -0.091604999999999978 -0.47115499999999993 0.090355000000000005 -0.079299999999999995 0.15619500000000003 0.092235000000000025 0.12757000000000002 -0.0070899999999999991 -0.057499999999999989 0.083445000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 -5 6 -6 8 9 -8 12 -12 14 -14 -2 17 -17 18 19 -16 -19 -22 24 25 26 -24 28 -28 -23 -30
right_child=2 -3 -4 4 5 -7 7 -9 -10 -11 11 -13 13 -15 15 16 -18 20 -20 -21 21 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=4.3036955617026256e-07 5.3163510389338078e-07 -1.0461691849741328e-06 7.1307516272530563e-07 -6.765359979610253e-07 2.7287992835404706e-07 5.9256271033415375e-07 -1.6252345161751111e-07 -8.6819343835031771e-07 -4.4900059606334256e-07 5.364407898014179e-07 7.8224550580831849e-08 -7.4739681839792362e-07 -7.8632738445380914e-07 1.8874286482699704e-07 9.4170081969092618e-07 -1.0015135295992468e-07 9.2352650783920715e-07 5.246836431638258e-07 -7.9171718635064428e-07 -4.2238577730831125e-07 -5.4658342691027423e-07 7.9860609915948822e-07 3.8884338899716285e-07 9.0434838890966304e-07 -7.7508253525593319e-07 -5.2681349256289427e-07 7.142644086609929e-08 -9.8142885576635306e-07 1.2213418168585605e-08 -4.7191350533752659e-07
leaf_weight=22 23 25 38 20 23 22 39 20 20 25 34 23 23 27 22 31 21 20 38 26 20 21 29 30 20 20 29 20 2353 37
leaf_count=22 23 25 38 20 23 22 39 20 20 25 34 23 23 27 22 31 21 20 38 26 20 21 29 30 20 20 29 20 2353 37
internal_value=0 -1.39701e-07 1.03841e-08 -2.10537e-08 -7.98188e-08 2.77466e-10 -1.02323e-07 -1.85301e-07 -2.27072e-08 1.10509e-07 1.07047e-09 -2.54921e-07 6.26317e-09 -2.59789e-07 1.1083e-08 6.70858e-09 3.13257e-07 7.71702e-10 -2.36626e-07 2.02821e-07 8.62712e-09 4.62513e-09 8.93313e-09 3.52793e-07 -2.02047e-09 1.51059e-08 4.26459e-09 -3.5831e-07 1.16334e-08 4.71857e-09
internal_weight=0 216 2905 191 169 149 127 104 84 64 2867 57 2810 50 2760 2737 52 2685 86 48 2599 2579 2559 79 2480 49 2460 49 2411 2390
internal_count=3121 216 2905 191 169 149 127 104 84 64 2867 57 2810 50 2760 2737 52 2685 86 48 2599 2579 2559 79 2480 49 2460 49 2411 2390
is_linear=0
shrinkage=0.1


Tree=8608
num_leaves=31
num_cat=0
split_feature=46 46 1426 156 132 1185 15 1186 42 52 15 15 4 1428 4 51 4 471 2 1419 471 43 157 49 157 157 51 49 133 157
split_gain=3.91203e-10 5.69688e-10 4.84334e-10 5.52437e-10 3.97462e-10 1.99119e-09 1.86764e-09 6.83686e-10 3.84062e-10 8.41414e-10 1.36234e-09 5.39566e-10 4.87578e-10 3.73024e-10 3.51745e-10 1.44261e-09 2.78317e-09 6.67795e-10 5.10341e-10 4.50727e-10 6.11398e-10 5.75987e-10 5.5643e-10 2.41885e-09 1.44103e-09 1.25431e-09 1.16302e-09 1.94681e-09 1.16138e-09 6.1156e-10
threshold=0.10987500000000001 0.083550000000000013 -0.094284999999999994 0.15965000000000004 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.049004999999999993 0.089325000000000015 -0.066844999999999988 0.084510000000000016 -0.085594999999999991 0.090025000000000008 -0.50427999999999995 -0.14283999999999999 -0.52556499999999995 0.10277000000000001 0.093680000000000013 0.087610000000000007 0.086110000000000006 -0.078469999999999984 -0.087424999999999989 0.088340000000000016 -0.086079999999999976 -0.082819999999999991 -0.085604999999999987 -0.0069299999999999995 0.086990000000000012 -0.081579999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 8 9 10 -4 -10 -12 14 15 -7 18 19 -17 20 22 -21 23 26 -24 28 -16 -28 -26 -27
right_child=-2 -3 3 -5 5 13 -8 -9 11 -11 12 -13 -14 -15 17 16 -18 -19 -20 21 -22 -23 24 -25 25 29 27 -29 -30 -31
leaf_value=4.6863564839647805e-07 4.2020273838261346e-07 -4.5200085645140986e-07 6.5930432005719313e-07 -4.8013825354094777e-07 9.8180452628834523e-07 4.389923483521281e-07 -9.4155224780934073e-07 -5.6290827582675518e-07 3.7534093792570658e-08 -6.7941404608973248e-07 5.5427756109338586e-08 5.9012029680616256e-07 -6.4284036227491015e-07 3.0756635702289261e-07 6.3933955170400822e-07 -1.6925226128976302e-07 -1.0129017326969343e-06 5.688462820108682e-07 5.3657327441669628e-07 6.6122681658953302e-08 4.4235762151068061e-07 -6.7536637428392261e-07 6.5882641037847754e-07 -1.1049735415250931e-06 -5.3429787527647936e-08 4.0098870186966455e-07 4.1818441372600186e-07 -7.1549535436354226e-07 -1.0621852503672494e-06 6.6105517942932477e-09
leaf_weight=22 22 28 24 24 21 28 25 21 67 20 20 24 20 40 23 21 38 21 20 20 32 22 34 24 25 40 28 33 21 2313
leaf_count=22 22 28 24 24 21 28 25 21 67 20 20 24 20 40 23 21 38 21 20 20 32 22 34 24 25 40 28 33 21 2313
internal_value=0 -2.97789e-09 1.1161e-09 -2.25727e-09 1.53418e-09 1.17105e-08 -1.27581e-07 -2.37583e-08 4.09397e-08 -1.13253e-07 6.36727e-08 1.83271e-07 -2.93706e-07 4.39038e-09 -3.0705e-11 -1.77769e-07 -3.96368e-07 7.18402e-09 1.75053e-07 2.67354e-09 7.97782e-09 -3.22276e-07 2.50747e-09 -2.19599e-07 1.23667e-08 3.20472e-09 3.33646e-08 -1.95118e-07 -5.13949e-07 1.33148e-08
internal_weight=0 3099 3071 3049 3025 2804 221 196 175 84 64 91 40 2783 2743 107 79 2636 41 2615 2573 42 2541 108 2433 2399 84 61 46 2353
internal_count=3121 3099 3071 3049 3025 2804 221 196 175 84 64 91 40 2783 2743 107 79 2636 41 2615 2573 42 2541 108 2433 2399 84 61 46 2353
is_linear=0
shrinkage=0.1


Tree=8609
num_leaves=31
num_cat=0
split_feature=421 9 2 10 34 11 45 1429 475 1 51 0 0 15 1 1184 1185 13 43 15 15 1 1 3 2 2 42 10 49 1
split_gain=3.29889e-10 7.09774e-10 8.13637e-10 6.93703e-10 8.47155e-10 7.45297e-10 3.60625e-10 8.25406e-10 7.76995e-10 4.52202e-10 7.27559e-10 1.43225e-09 1.70703e-09 1.18393e-09 5.31879e-10 5.29876e-10 5.07397e-10 1.25927e-09 1.0943e-09 5.3109e-10 2.36816e-09 2.35073e-09 2.20819e-08 1.00834e-08 9.47187e-10 1.41535e-09 2.05366e-09 9.16821e-10 9.48876e-10 8.47356e-10
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 0.053330000000000009 -0.028109999999999996 -1.0000000180025095e-35 0.084355000000000013 -0.23752499999999996 0.13528000000000004 0.13559000000000002 -0.21717499999999998 -0.057069999999999989 -0.099059999999999995 -0.40580499999999992 0.13210500000000003 0.084515000000000021 0.085905000000000009 -0.0087749999999999981 -0.011919999999999998 -0.10203999999999998 -0.099734999999999976 0.092695000000000013 0.097290000000000015 -0.0043399999999999992 0.10005000000000001 0.092755000000000018 0.088200000000000014 -0.0093599999999999985 -0.049784999999999989 0.10708500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 -7 9 14 -11 12 -12 -13 15 16 19 18 -18 21 -21 23 -23 24 25 26 -9 28 -22 -24
right_child=1 2 -4 4 -6 6 -8 8 -10 10 11 13 -14 -15 -16 -17 17 -19 -20 20 27 22 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.0483185841821984e-07 5.5746646931235471e-07 1.654214452173619e-08 8.7227206194029347e-07 -8.5591578638178318e-07 4.2312554103860056e-08 -6.4664892434507243e-07 2.727868460251944e-07 -3.1375473506111732e-08 6.1912421394083601e-07 3.6041330162106535e-07 -2.3858971058661365e-07 6.5048902661921852e-07 -1.3749047676014927e-06 -3.6511712581492143e-07 4.6122742071474934e-07 -3.944403686810293e-07 -5.41786031741746e-07 9.3905490160750561e-07 4.4667578767606151e-07 -1.030633774605675e-06 2.6520982641743885e-08 3.501067226636678e-06 -5.9006086632962255e-07 -2.2460719704042733e-06 6.3005810828129941e-07 -6.3011362122459235e-07 1.0936253931959074e-06 -2.0283258304762497e-08 9.0412651736280412e-07 5.7149893062799342e-08
leaf_weight=20 24 25 20 21 21 20 47 86 20 20 39 22 20 24 25 34 21 20 24 23 28 20 25 20 31 27 20 2246 22 106
leaf_count=20 24 25 20 21 21 20 47 86 20 20 39 22 20 24 25 34 21 20 24 23 28 20 25 20 31 27 20 2246 22 106
internal_value=0 2.60931e-09 3.96867e-07 -3.19618e-09 -4.06802e-07 2.42805e-09 -2.02711e-09 -6.41591e-09 -2.03526e-09 -6.31469e-09 -1.92375e-07 -2.97668e-07 -6.23781e-07 1.20608e-07 2.05736e-09 -2.11237e-09 2.79354e-09 2.78828e-07 -1.46064e-08 -3.96691e-09 -2.09691e-08 1.13729e-07 4.06144e-07 -1.26242e-07 1.32274e-07 1.62492e-08 1.80889e-07 -1.08549e-08 4.12667e-07 -6.63636e-08
internal_weight=0 3101 45 3056 42 3014 2990 2943 2923 2903 125 105 59 46 2778 2753 2719 65 45 2654 2319 335 151 184 164 133 106 2296 50 131
internal_count=3121 3101 45 3056 42 3014 2990 2943 2923 2903 125 105 59 46 2778 2753 2719 65 45 2654 2319 335 151 184 164 133 106 2296 50 131
is_linear=0
shrinkage=0.1


Tree=8610
num_leaves=31
num_cat=0
split_feature=1211 50 42 15 15 1186 390 12 393 394 393 1186 13 394 0 1212 0 12 1212 2 160 1372 1366 1200 128 128 402 133 133 1209
split_gain=3.21162e-10 2.13e-09 7.10774e-10 8.386e-10 5.76066e-10 5.13953e-10 4.65074e-10 1.05071e-09 5.61576e-10 5.29883e-10 7.87713e-10 4.05176e-10 4.22878e-10 3.92668e-10 1.72168e-09 4.49126e-10 2.17961e-09 2.62688e-09 1.17302e-09 2.3737e-09 1.00835e-09 6.56617e-10 5.95921e-10 5.92599e-10 7.01951e-10 1.05709e-09 5.20906e-10 1.10475e-09 6.43236e-10 6.64723e-10
threshold=0.087635000000000005 0.096900000000000014 0.097020000000000009 0.088850000000000012 0.085550000000000015 -0.095479999999999982 0.087590000000000015 0.088485000000000022 -0.088754999999999987 -0.15150999999999998 0.10389500000000002 -1.0000000180025095e-35 -0.012549999999999997 -0.078674999999999981 -0.086074999999999985 0.091580000000000009 -0.078704999999999983 0.089150000000000021 0.087615000000000012 0.085485000000000019 -0.57146499999999989 -0.097369999999999984 -0.087024999999999977 0.088675000000000018 0.10724000000000002 0.11876500000000001 -0.45015499999999992 0.50628500000000021 0.41553500000000004 0.11386000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 8 -8 -7 -10 11 12 -11 14 -13 18 17 -17 20 -20 -15 -22 -23 24 26 -26 -24 28 29 -28
right_child=1 -3 -4 -5 -6 6 7 -9 9 10 -12 13 -14 15 -16 16 -18 -19 19 -21 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-4.1903798395045066e-07 1.2741266283726528e-07 8.9655316363253716e-07 -4.8644795173556436e-07 5.7029165750813833e-07 -4.7887501204968438e-07 -4.7069600762702415e-07 -2.0901786237053396e-07 7.5047174357223422e-07 -4.8190081252602363e-07 -4.0037041189448659e-08 5.0972660853669069e-07 2.2109190121516971e-07 5.5566638890853101e-07 6.7077218814533393e-07 -8.5565211783752465e-07 -5.6779820127943557e-08 -4.0252619249807093e-07 1.3657788896068725e-06 -1.2947680044730771e-06 1.6103833019679809e-07 -5.7987927220892749e-07 5.2585011169575021e-07 -3.884411604206304e-07 5.0765207200759674e-07 -7.6989040186011468e-07 8.4448287651639478e-08 -7.3205782331051994e-09 6.4845374466288453e-07 -5.5794797834182868e-07 5.3292488360057184e-07
leaf_weight=30 42 30 28 26 25 26 21 25 23 22 30 33 26 22 27 27 34 25 21 24 20 21 35 22 30 28 2328 26 21 23
leaf_count=30 42 30 28 26 25 26 21 25 23 22 30 33 26 22 27 27 34 25 21 24 20 21 35 22 30 28 2328 26 21 23
internal_value=0 1.42272e-07 -4.47397e-08 8.82477e-08 -9.88141e-08 -7.22816e-09 -3.02602e-09 3.12444e-07 -8.0404e-09 -3.84617e-09 1.85973e-11 -5.41346e-09 2.82636e-07 -1.04103e-08 -2.63443e-07 -4.80193e-09 2.20064e-07 6.27143e-07 -1.21802e-08 -5.18338e-07 -3.33818e-09 -9.14492e-09 -4.64031e-09 -9.07338e-09 -1.3637e-08 -3.57451e-07 -5.44085e-09 1.49231e-10 -6.95697e-09 -2.03532e-09
internal_weight=0 151 121 93 67 2970 2940 46 2894 2868 2845 2815 48 2767 60 2707 86 52 2621 45 2576 2554 2534 2513 2491 58 2433 2398 2372 2351
internal_count=3121 151 121 93 67 2970 2940 46 2894 2868 2845 2815 48 2767 60 2707 86 52 2621 45 2576 2554 2534 2513 2491 58 2433 2398 2372 2351
is_linear=0
shrinkage=0.1


Tree=8611
num_leaves=31
num_cat=0
split_feature=1185 130 3 3 15 391 133 1211 12 1212 399 15 0 133 1213 393 1429 156 1 1447 160 1 1447 1 1208 403 481 13 403 1453
split_gain=3.1692e-10 4.54573e-10 1.43288e-09 2.24615e-09 1.05234e-09 7.97587e-10 6.95246e-10 4.96675e-10 1.47925e-09 2.929e-09 5.27783e-10 1.30268e-09 4.332e-10 7.91679e-10 4.1066e-10 3.73467e-10 3.60708e-10 6.75935e-10 3.758e-10 2.3757e-09 2.13554e-09 1.71078e-09 1.65197e-09 1.50539e-09 1.11084e-09 1.63481e-09 1.10778e-09 4.83089e-09 1.56184e-09 1.06058e-09
threshold=0.093750000000000014 -0.0070449999999999992 -0.116045 -0.10519499999999998 0.089165000000000008 -0.081179999999999988 -0.097509999999999986 0.09993500000000001 0.091475000000000015 0.11579500000000002 0.091895000000000018 0.090750000000000011 -0.085669999999999982 -0.0077049999999999992 0.085835000000000009 0.087465000000000015 -0.23752499999999996 0.32523500000000005 0.085110000000000005 0.022105000000000003 -0.54200499999999985 0.086255000000000012 0.059120000000000013 0.084165000000000004 0.10233500000000001 -0.43370499999999995 -0.087424999999999989 -0.08645499999999999 -0.55327499999999985 -0.076894999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -3 -5 10 -9 -10 16 -12 14 -14 15 -8 -7 18 22 20 -20 -22 23 26 25 -23 27 -18 -28 -27
right_child=-2 5 3 4 -6 7 12 8 9 -11 11 -13 13 -15 -16 -17 17 -19 19 -21 21 24 -24 -25 -26 29 28 -29 -30 -31
leaf_value=7.7963096560533062e-07 -3.5461873437725444e-07 -6.2268978984732147e-07 -9.4097171830483051e-07 4.8402774481814965e-07 7.527908272777495e-07 -4.1879046357334595e-07 8.0635457097939611e-08 -3.2294124966111587e-07 1.3727271114779191e-06 -3.1354273361126292e-08 8.286432830573177e-08 -9.5904175566374773e-07 -5.3658114727757797e-07 1.7239948582365679e-07 -2.7976620302183621e-07 5.9824727202340003e-07 6.9063899315681608e-07 5.7644673006507225e-07 9.9407434163367734e-07 -1.1295497927221732e-06 -7.9343660672748231e-07 -8.949963835582573e-07 7.6139896217834276e-07 7.8063428367158844e-07 7.1036638644272903e-07 6.795009571056826e-07 8.7055433290910989e-07 -1.3009048920029554e-06 1.3270833462338129e-09 -3.8230077155024639e-08
leaf_weight=30 25 21 21 32 25 21 46 33 24 39 30 20 36 28 20 20 21 20 20 20 30 22 30 25 20 21 21 29 1321 1050
leaf_count=30 25 21 21 32 25 21 46 33 24 39 30 20 36 28 20 20 21 20 20 20 30 22 30 25 20 21 21 29 1321 1050
internal_value=0 2.86088e-09 1.29947e-07 4.44621e-08 1.44434e-07 -8.6924e-09 6.08682e-08 -4.11521e-09 2.19433e-07 5.03534e-07 -1.20022e-08 -3.33898e-07 -2.94059e-08 -2.26402e-07 1.17196e-07 2.37488e-07 -5.97649e-09 -2.70513e-09 -7.10933e-09 -4.89157e-08 -3.03321e-08 -4.8257e-08 2.70696e-08 1.15228e-08 -2.81713e-08 -4.16853e-08 -2.29031e-09 -4.64456e-07 1.4929e-08 -2.41569e-08
internal_weight=0 3096 258 228 207 2838 182 2817 96 63 2721 50 150 64 86 66 2671 2650 2630 1183 1163 1143 1447 1417 1113 1093 1392 50 1342 1071
internal_count=3121 3096 258 228 207 2838 182 2817 96 63 2721 50 150 64 86 66 2671 2650 2630 1183 1163 1143 1447 1417 1113 1093 1392 50 1342 1071
is_linear=0
shrinkage=0.1


Tree=8612
num_leaves=31
num_cat=0
split_feature=472 1429 1425 132 1203 394 50 130 132 4 403 2 1186 1443 481 45 11 34 13 34 133 9 2 2 4 43 43 2 1455 12
split_gain=3.68217e-10 6.82936e-10 3.65278e-10 3.32085e-10 8.74069e-09 6.12183e-09 1.53968e-09 3.5418e-10 6.12521e-10 5.2084e-10 4.35911e-10 3.52011e-10 5.76572e-10 3.35935e-10 3.55077e-10 4.06466e-10 1.79163e-09 5.63258e-10 9.4635e-10 4.85062e-10 2.13384e-09 1.54337e-09 2.76275e-09 1.39414e-09 4.28084e-09 4.12955e-10 2.48113e-09 1.60127e-08 1.35668e-09 2.01038e-09
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.083284999999999984 0.089480000000000018 0.12358500000000001 0.093975000000000017 0.115025 -0.41127499999999995 0.098655000000000007 -0.020569999999999995 0.085045000000000023 -0.0046349999999999994 0.090755000000000016 0.12913000000000005 0.094030000000000016 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.086990000000000012 0.091600000000000015 -0.18970999999999996 -1.0000000180025095e-35 0.053180000000000012 -0.077824999999999991 -0.076124999999999984 0.092875000000000013 0.090900000000000022 0.090020000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 13 7 8 -3 10 11 12 -10 14 15 16 -5 18 -18 20 -19 23 -23 24 -21 28 27 -27 -25 -30
right_child=1 2 -4 5 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 17 19 -20 21 -22 22 -24 25 -26 26 -28 -29 29 -31
leaf_value=-3.9017850828789353e-07 5.4591408492090363e-07 5.415216045949005e-07 -3.9805617986318165e-07 8.8915973952166309e-07 2.0601140542047299e-06 -1.7505311313925631e-06 -8.956451340834196e-07 -2.7399069373197046e-07 1.4867974381819036e-07 -4.3956374660727147e-07 4.9278216595536969e-07 2.2926571194059967e-07 -6.0154951739832543e-07 -2.9829291783300963e-07 4.0043945743847242e-07 -3.2792534451826018e-07 1.5371593840220821e-07 1.0827304448145555e-06 -7.2983315828036281e-07 -2.6852307605117356e-07 -2.5076246998878562e-07 1.3929173003172461e-07 -1.452097914125261e-06 2.8000880337808692e-08 1.6617406797081458e-06 -2.0552348276476766e-06 -4.2618670613476253e-09 1.3611489946371245e-06 -3.5091173344881103e-08 1.3046794067793686e-06
leaf_weight=24 23 24 23 23 21 20 21 35 21 23 21 31 20 36 23 36 22 21 27 27 28 24 20 935 20 34 1470 23 24 21
leaf_count=24 23 24 23 23 21 20 21 35 21 23 21 31 20 36 23 36 22 21 27 27 28 24 20 935 20 34 1470 23 24 21
internal_value=0 3.02973e-09 -1.03219e-09 1.96078e-09 1.21187e-07 -7.16843e-09 -8.65547e-08 1.05361e-08 8.16679e-08 -1.34743e-08 9.19027e-08 -2.50205e-08 -2.17286e-07 5.22221e-09 9.15545e-09 5.88884e-09 1.03086e-08 2.81097e-09 -3.33138e-07 9.02989e-09 3.20734e-07 3.15094e-09 -5.84067e-07 1.32675e-08 5.52866e-07 3.15134e-09 -2.93625e-08 -6.76694e-07 5.38132e-08 5.90135e-07
internal_weight=0 3097 3074 3051 217 2834 196 175 140 116 93 72 41 2814 2778 2755 2719 2696 49 2647 49 2598 44 2554 47 2507 1527 57 980 45
internal_count=3121 3097 3074 3051 217 2834 196 175 140 116 93 72 41 2814 2778 2755 2719 2696 49 2647 49 2598 44 2554 47 2507 1527 57 980 45
is_linear=0
shrinkage=0.1


Tree=8613
num_leaves=31
num_cat=0
split_feature=11 142 147 147 45 1429 1426 2 1210 2 52 15 132 42 1203 133 2 1210 47 0 15 47 52 159 47 12 481 2 484 12
split_gain=3.56547e-10 3.59853e-10 5.96145e-10 6.31133e-10 3.52526e-10 7.10243e-10 8.07484e-10 4.36904e-10 2.99326e-09 2.73064e-09 2.25039e-09 4.87578e-09 1.78089e-09 1.16454e-08 7.72205e-09 1.8638e-09 1.82983e-09 9.14962e-09 1.62355e-09 1.08074e-08 7.66952e-09 2.54394e-09 2.75878e-09 2.54045e-09 2.32887e-09 1.67012e-09 6.47262e-09 6.20151e-09 2.99202e-09 2.42148e-09
threshold=-0.072629999999999986 -0.057499999999999989 0.099730000000000027 0.093875000000000014 0.084355000000000013 -0.23752499999999996 -0.089244999999999977 0.084885000000000002 -0.14175499999999996 0.085045000000000023 0.4099850000000001 0.11657500000000001 -0.083284999999999984 -0.021469999999999996 0.088310000000000013 -0.015929999999999996 0.084715000000000013 -0.08126499999999999 0.092165000000000011 -0.10224499999999999 -0.10324499999999999 0.086380000000000012 -0.19683499999999995 -0.08569499999999998 0.10350500000000001 0.083715000000000026 -0.086484999999999992 0.081685000000000021 -0.0095549999999999993 0.085440000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 8 -8 -9 12 -12 13 -10 16 -15 17 -14 21 -20 -21 22 -19 -24 -22 27 -27 -25 -28 -30
right_child=1 2 -4 -5 -6 6 7 9 10 -11 11 -13 14 15 -16 -17 -18 18 19 20 24 -23 23 25 -26 26 28 -29 29 -31
leaf_value=-4.1066262740839328e-07 -4.0021986109841442e-07 -5.9292306392677579e-07 4.1020789546387786e-07 -4.8970744746139437e-07 2.8937956385046292e-07 6.2289706571997773e-07 1.181899060413897e-06 -1.1612441717207253e-06 2.4051916694667817e-06 -1.4693448632217123e-08 -1.612092108059317e-08 -1.8350666078958967e-06 -1.9606316114236096e-06 -1.0056525177049025e-06 -1.8627228679893701e-06 2.3429911653625759e-07 8.3306153799772036e-07 1.1269242716278111e-06 -1.9945788223038917e-06 1.8623747620168893e-06 -1.1122774742218444e-06 1.2854919629035066e-06 1.1721700827495495e-06 7.8858997150939862e-08 1.0869336392249994e-07 1.9227688579803725e-06 -1.0044173014496968e-06 -1.4371446573505004e-06 7.0951476638063991e-07 1.97764606790564e-08
leaf_weight=21 22 20 36 26 43 21 23 21 23 1913 56 20 22 22 21 27 31 27 27 23 21 20 21 148 61 20 24 33 63 265
leaf_count=21 22 20 36 26 43 21 23 21 23 1913 56 20 22 22 21 27 31 27 27 23 21 20 21 148 61 20 24 33 63 265
internal_value=0 2.77953e-09 5.65996e-09 8.72414e-10 5.10155e-09 9.89894e-10 5.01233e-09 5.86828e-10 5.43239e-08 -2.71431e-08 2.77247e-08 -4.94791e-07 7.18973e-08 5.48905e-07 3.03683e-08 -3.22414e-07 7.9692e-08 4.95572e-08 1.08288e-07 -2.10201e-07 2.48639e-07 1.75986e-07 1.39064e-07 9.25967e-08 -2.03994e-07 5.16002e-08 1.72821e-07 -1.97539e-07 7.33925e-08 1.52257e-07
internal_weight=0 3100 3078 3042 3016 2973 2953 2932 998 1934 975 76 899 72 827 49 806 775 753 132 105 621 601 574 82 553 372 181 352 328
internal_count=3121 3100 3078 3042 3016 2973 2953 2932 998 1934 975 76 899 72 827 49 806 775 753 132 105 621 601 574 82 553 372 181 352 328
is_linear=0
shrinkage=0.1


Tree=8614
num_leaves=31
num_cat=0
split_feature=132 1185 1203 472 1429 1429 448 1348 47 0 48 47 33 47 484 15 16 51 43 42 10 10 34 15 131 2 52 133 2 3
split_gain=3.75093e-10 1.71587e-09 1.38414e-09 3.34119e-10 7.20528e-10 3.40118e-10 3.28788e-10 7.90617e-10 3.73067e-10 2.7304e-09 7.01414e-09 2.86211e-09 2.69507e-09 9.12058e-10 6.06943e-10 7.59307e-10 7.82109e-10 1.16648e-09 4.94968e-10 7.21571e-10 5.01911e-10 7.34294e-10 5.46274e-10 5.23112e-10 2.72943e-09 5.62761e-09 1.34363e-09 1.70399e-09 1.33769e-09 8.86411e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 0.068920000000000023 0.093335000000000015 0.094160000000000008 -0.10151999999999999 0.082620000000000013 0.097970000000000015 -1.0000000180025095e-35 0.09055500000000001 -0.078424999999999981 -0.14147499999999996 0.5136400000000001 -0.040379999999999992 0.26450500000000005 -0.058859999999999989 -0.38124499999999995 -0.086389999999999981 -0.08786999999999999 0.11461000000000002 0.08956500000000002 0.093320000000000014 0.10263500000000002 0.017095000000000003 0.11982500000000001 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 7 8 12 10 -10 -11 -7 18 -13 -16 17 -17 20 -20 -14 -22 -23 29 25 -25 28 -28 -27 -24
right_child=1 3 -4 4 5 6 -8 -9 9 11 -12 14 13 -15 15 16 -18 -19 19 -21 21 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-3.2362497199901792e-08 9.1023994443839052e-07 -3.6853504414106435e-07 -7.9631564857520601e-07 5.897431067174759e-07 -3.8116302937890831e-07 -9.5153617129047538e-07 -3.9905403589557407e-07 5.9172963417291448e-07 1.9173393110560467e-06 -1.140888030417757e-06 -2.8596572118951405e-08 -3.4192130683688005e-07 3.439477819273844e-07 5.8005765226796403e-07 -3.4446361396518386e-07 1.0333698784374215e-06 -2.5212231116711338e-07 1.8498180197503056e-07 -2.104514345817387e-07 5.0467971383367577e-07 -4.6590961046730531e-07 4.9694624205729033e-07 1.6817672088952012e-08 1.4678896255471796e-06 -6.2050918144007955e-07 9.6580212181668852e-07 -1.0471433862827931e-06 6.5252328127485281e-08 -6.8274241800344472e-08 -1.2127008762777624e-07
leaf_weight=195 21 24 27 21 23 30 20 23 27 23 59 33 39 27 27 21 25 71 21 43 36 21 1380 34 37 22 21 40 29 701
leaf_count=195 21 24 27 21 23 30 20 23 27 23 59 33 39 27 27 21 25 71 21 43 36 21 1380 34 37 22 21 40 29 701
internal_value=0 9.59446e-09 -1.25276e-07 3.02269e-09 6.14721e-09 1.82123e-09 4.95597e-09 7.8521e-09 2.99877e-09 1.11147e-07 5.82337e-07 -9.14646e-08 -9.46814e-09 2.06268e-09 4.49011e-08 1.33548e-07 2.43858e-07 3.78636e-07 -4.37538e-09 2.70027e-07 -1.18168e-08 -1.77948e-08 -1.07347e-08 -1.54438e-08 1.46651e-07 3.41069e-07 -1.002e-09 -3.17704e-07 3.77798e-07 -2.96982e-08
internal_weight=0 2899 222 2878 2854 2833 2810 2790 2767 286 86 200 2481 2451 177 144 117 92 2424 64 2360 2321 2285 2264 183 146 112 61 51 2081
internal_count=3121 2899 222 2878 2854 2833 2810 2790 2767 286 86 200 2481 2451 177 144 117 92 2424 64 2360 2321 2285 2264 183 146 112 61 51 2081
is_linear=0
shrinkage=0.1


Tree=8615
num_leaves=31
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split_feature=33 9 3 9 34 11 132 132 15 1186 42 42 1 2 2 1185 1185 393 394 390 130 1 133 16 4 43 12 42 43 52
split_gain=3.61929e-10 3.58134e-10 1.78893e-09 4.57402e-10 6.55868e-10 1.15117e-09 3.18477e-10 1.51519e-09 1.34042e-09 4.86293e-10 5.32597e-10 8.49049e-10 7.167e-10 5.36374e-10 7.70593e-10 2.90266e-10 5.4482e-10 4.86742e-10 3.55455e-10 4.33456e-10 3.39963e-10 6.27332e-10 3.08202e-10 6.94362e-10 7.12215e-10 6.20358e-10 2.26997e-09 1.68649e-09 8.67161e-10 2.3471e-09
threshold=-0.044254999999999996 0.091600000000000015 -0.13309499999999996 0.085355000000000014 -0.08786999999999999 -1.0000000180025095e-35 -0.083174999999999985 -0.050879999999999988 0.092400000000000024 0.049580000000000006 -0.021469999999999996 -0.010544999999999997 0.088135000000000005 0.089125000000000024 0.10136500000000002 0.093750000000000014 0.08777500000000002 0.09389500000000002 -0.10499499999999999 0.088565000000000019 -0.23123999999999997 0.15799000000000005 -0.22627999999999995 -0.081299999999999983 0.0049200000000000008 0.084740000000000024 0.084100000000000022 0.091465000000000005 0.055925000000000009 0.10473500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 8 -8 9 10 12 -12 13 -7 -15 16 17 18 -9 20 -20 22 23 24 -22 28 -27 -28 -24 -30
right_child=1 2 -4 -5 5 6 7 15 -10 -11 11 -13 -14 14 -16 -17 -18 -19 19 -21 21 -23 25 -25 -26 26 27 -29 29 -31
leaf_value=4.041666525980955e-07 5.6914680413910911e-07 4.4271636945516299e-07 -7.2143607798297484e-07 4.5601784754787584e-07 -7.6155475582595499e-07 -2.6669999282898357e-07 7.6862911667555747e-07 -3.5210199690748693e-07 -8.0567949277110524e-07 -4.9431364573138132e-07 7.5377545272203861e-07 3.5646029535503965e-09 -6.3938882379131562e-07 6.7038030900205703e-07 -1.5745404914963255e-07 -3.6015069998608272e-07 5.1192930911946906e-07 4.0114925127454625e-07 4.0690753678518381e-07 4.4193912251764485e-07 7.6245463235734083e-07 -4.9570314611348574e-07 -1.0829095091012793e-08 -1.124864663933541e-07 4.9205118709697415e-08 -1.2063611410439991e-06 4.7510757781310533e-07 -5.2263801579854891e-07 1.386153090452279e-08 1.2621885090879916e-06
leaf_weight=22 20 22 33 22 20 37 26 29 25 20 22 48 21 22 23 22 21 30 20 22 28 26 2295 48 28 20 36 32 61 20
leaf_count=22 20 22 33 22 20 37 26 29 25 20 22 48 21 22 23 22 21 30 20 22 28 26 2295 48 28 20 36 32 61 20
internal_value=0 -2.87258e-09 -2.55775e-07 1.69695e-09 -1.61049e-09 -5.413e-09 -3.41626e-10 8.83629e-09 -1.16708e-07 -2.74625e-08 2.65088e-08 2.39345e-07 -1.18137e-07 1.5354e-08 2.47265e-07 1.62131e-09 4.55172e-09 5.98128e-10 -3.91089e-09 -8.02595e-11 -3.80039e-09 -6.96699e-09 -2.01873e-09 1.66607e-07 4.0583e-07 -9.13605e-09 -2.69861e-07 5.58024e-09 5.20434e-10 3.2209e-07
internal_weight=0 3099 55 3044 3022 3002 2982 2764 218 193 173 70 103 82 45 2738 2716 2695 2665 2636 2614 2594 2568 104 56 2464 88 68 2376 81
internal_count=3121 3099 55 3044 3022 3002 2982 2764 218 193 173 70 103 82 45 2738 2716 2695 2665 2636 2614 2594 2568 104 56 2464 88 68 2376 81
is_linear=0
shrinkage=0.1


Tree=8616
num_leaves=31
num_cat=0
split_feature=132 1186 1185 15 0 12 0 1204 96 97 104 9 34 9 16 10 48 2 45 3 3 0 3 3 42 3 3 3 1213 402
split_gain=3.17104e-10 9.23128e-09 5.54407e-09 1.17289e-09 3.40473e-10 5.42548e-10 4.06024e-10 7.27015e-10 3.10243e-10 3.89053e-10 1.07011e-09 6.45292e-10 7.10666e-10 1.08986e-09 2.83746e-09 1.5315e-09 4.49503e-09 1.34277e-09 4.75492e-10 3.80634e-10 2.37344e-09 1.15565e-09 1.11314e-09 2.36722e-09 3.71505e-09 2.06222e-09 2.02122e-09 2.86498e-09 6.93826e-09 5.63757e-09
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.087685000000000013 -0.09515499999999999 0.11418000000000002 -0.082084999999999977 -0.0030749999999999996 0.090365000000000015 -0.086464999999999986 0.083745000000000014 -0.085744999999999988 -0.057544999999999992 0.091600000000000015 -0.39185999999999993 -0.0093599999999999985 0.085790000000000019 -0.0091949999999999983 0.094030000000000016 -0.073309999999999986 -0.072624999999999981 0.10455500000000001 -0.075634999999999994 -0.074939999999999993 0.096450000000000022 -0.076669999999999988 -0.077774999999999983 -0.078724999999999976 -0.018814999999999995 0.23460000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 -6 9 -4 11 -11 -13 15 -15 16 -14 -17 19 22 -21 -22 25 -24 -25 26 27 29 -29 -19
right_child=2 -3 8 -5 5 -7 -8 -9 -10 10 -12 12 13 14 -16 17 -18 18 -20 20 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=2.811631806534215e-07 -1.5901840490848622e-06 2.0588483308033162e-06 -4.0348357679892186e-07 -5.9205198112977095e-07 1.6132823759562598e-07 -4.6660749498746903e-07 3.4580179795471529e-07 -5.4425481548407892e-07 -3.7963054536151375e-07 -5.0163327250629667e-07 7.2066062205608653e-07 4.5646261109969344e-07 1.4852223758820261e-06 2.0916408483519544e-07 -1.3751530036287818e-06 -7.2894409680657198e-07 -3.4076370647133967e-07 4.6877829543155285e-09 -3.5871635455058437e-07 1.09423967738952e-06 6.3267790828071043e-08 -6.2792668273914389e-07 -1.2901756712207795e-06 6.6539453333902545e-07 -9.6155714982160134e-07 7.1330075968489847e-07 -5.3158403877281066e-07 2.0593352444294676e-06 -4.6040446245477107e-08 -1.5727398971174136e-06
leaf_weight=38 22 22 23 39 40 26 31 23 21 25 21 35 26 26 20 25 28 1517 35 22 746 25 21 32 25 40 72 23 49 23
leaf_count=38 22 22 23 39 40 26 31 23 21 25 21 35 26 26 20 25 28 1517 35 22 746 25 21 32 25 40 72 23 49 23
internal_value=0 1.16037e-07 -8.752e-09 -1.00926e-07 2.03008e-08 -6.23056e-08 4.95226e-08 -9.62656e-08 3.32838e-09 6.1413e-09 9.46337e-09 4.15781e-09 8.68999e-09 3.00141e-09 -4.79669e-07 1.11974e-08 5.38415e-07 4.743e-10 7.40794e-09 1.2346e-08 7.00793e-08 4.08555e-08 -1.30605e-08 -3.82564e-07 -4.81808e-08 3.65723e-09 -1.31989e-08 9.95476e-09 6.2651e-07 -1.88712e-08
internal_weight=0 219 2902 197 158 120 94 63 2880 2859 2836 2815 2790 2755 46 2709 54 2655 2630 2595 793 771 1802 78 57 1724 1684 1612 72 1540
internal_count=3121 219 2902 197 158 120 94 63 2880 2859 2836 2815 2790 2755 46 2709 54 2655 2630 2595 793 771 1802 78 57 1724 1684 1612 72 1540
is_linear=0
shrinkage=0.1


Tree=8617
num_leaves=31
num_cat=0
split_feature=1209 1212 1213 1213 12 2 1212 401 12 1212 1210 16 1208 1210 1209 1211 1213 1200 1203 3 1186 1212 1210 1209 1213 4 1213 12 403 3
split_gain=3.2817e-10 3.30236e-10 3.31807e-09 6.01044e-09 2.36108e-09 7.01781e-10 5.84098e-10 5.92479e-10 2.3569e-09 2.24715e-09 1.22006e-09 1.39978e-09 9.68226e-10 6.32069e-10 7.51946e-10 5.31996e-10 5.05994e-10 4.99341e-10 8.5562e-10 1.32139e-09 5.83031e-10 4.80439e-10 7.74851e-10 4.68506e-10 3.94224e-10 1.42089e-09 7.09734e-10 3.46355e-09 3.54113e-09 6.09959e-10
threshold=-0.14444499999999996 -0.087764999999999996 -0.083944999999999978 -0.090764999999999985 0.086655000000000024 0.090790000000000023 -0.063924999999999996 -1.0000000180025095e-35 0.097575000000000009 0.11387000000000001 0.0028200000000000005 -0.073849999999999985 0.098655000000000007 -0.13847499999999999 0.10183000000000002 0.11301500000000002 -0.060974999999999994 0.089190000000000005 0.088820000000000024 -0.083784999999999984 -0.11456499999999999 0.11006000000000002 -0.08453999999999999 -1.0000000180025095e-35 0.093235000000000026 -0.079329999999999984 0.0065300000000000002 0.083985000000000018 -0.09798999999999998 -0.084964999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 16 8 9 -8 12 -12 13 -9 15 17 -3 18 20 -20 -15 22 -22 -24 26 -26 -25 -28 -29 -30
right_child=1 6 -4 -5 5 -7 7 10 -10 -11 11 -13 -14 14 -16 -17 -18 -19 19 -21 21 -23 23 24 25 -27 27 28 29 -31
leaf_value=4.0377449749939843e-07 -1.2271972684629873e-06 3.6753766337261326e-08 -9.5519698804181236e-07 1.4590876335117943e-06 2.4491486224126844e-07 -4.3671400548013795e-07 -1.5077671486096734e-06 4.9342155786182327e-07 5.3708393827698526e-07 -4.3183667034182611e-08 4.9756432827864821e-08 1.1451165138964827e-06 -6.9560375649757587e-07 5.1450983252462637e-07 -5.4789324516946179e-07 4.4473171038185282e-07 7.3956735828772941e-07 4.7310120885929958e-07 8.1736107821422432e-08 -1.0413503589745688e-06 5.4475758102075117e-07 -4.574727945794166e-07 -3.8415295520177752e-07 5.9974364623184341e-09 7.7841666202752658e-07 -3.4271906514504734e-07 7.8570270345509303e-07 -1.752606768370413e-06 1.3194582016191299e-07 -5.8100497128743021e-07
leaf_weight=20 20 21 38 26 44 23 20 26 22 22 28 20 20 22 25 27 20 22 22 20 26 23 32 2394 26 20 23 20 28 21
leaf_count=20 20 21 38 26 44 23 20 26 22 22 28 20 20 22 25 27 20 22 22 20 26 23 32 2394 26 20 23 20 28 21
internal_value=0 -2.60386e-09 -1.46843e-07 1.24993e-07 -2.73702e-07 1.09229e-08 4.77923e-09 -5.03416e-10 -3.01399e-07 -7.40604e-07 6.26541e-09 5.06156e-07 -2.31334e-09 2.67975e-09 -1.9583e-09 3.04844e-09 3.7959e-07 -1.37003e-09 -5.26931e-09 -4.53067e-07 1.86826e-09 -2.4479e-09 1.59287e-09 -3.91504e-09 8.9049e-10 2.90966e-07 -4.47696e-09 -2.77039e-07 -6.31286e-07 -1.73605e-07
internal_weight=0 3101 151 113 87 67 2950 2909 64 42 2845 48 2797 2777 2751 2726 41 2699 2677 42 2635 2613 2590 2564 2532 46 2486 92 69 49
internal_count=3121 3101 151 113 87 67 2950 2909 64 42 2845 48 2797 2777 2751 2726 41 2699 2677 42 2635 2613 2590 2564 2532 46 2486 92 69 49
is_linear=0
shrinkage=0.1


Tree=8618
num_leaves=31
num_cat=0
split_feature=10 0 15 16 33 46 46 1429 42 52 48 160 133 133 1210 43 0 42 4 403 52 15 16 133 43 42 43 42 42 12
split_gain=3.13985e-10 3.84542e-09 4.48106e-09 2.19992e-09 6.4592e-10 3.70995e-10 6.14377e-10 4.04357e-10 3.18048e-10 1.33636e-09 1.17012e-09 1.37358e-09 9.34446e-10 3.39128e-09 4.49804e-09 3.28594e-09 2.41943e-09 1.77027e-09 1.43237e-09 1.73894e-09 1.49185e-09 1.70211e-09 2.66834e-09 1.32486e-09 9.68646e-10 7.3952e-10 1.36477e-09 8.40077e-10 1.04857e-09 2.09516e-09
threshold=-0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.059624999999999991 -0.012019999999999998 0.10987500000000001 0.083550000000000013 -0.18945499999999996 0.096235000000000015 0.51358000000000004 0.11247500000000001 -0.26568499999999995 0.26753000000000005 0.40431 -0.00046999999999999993 0.055925000000000009 -0.071339999999999987 0.11883500000000001 -0.070499999999999993 0.0071950000000000009 0.10263500000000002 -0.052074999999999989 -0.067914999999999989 0.099660000000000012 -0.052894999999999991 0.095185000000000006 -0.072269999999999987 0.094365000000000018 0.091295000000000015 0.09364500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 6 7 -6 25 10 11 -10 18 -14 -15 16 -16 -17 19 -13 21 23 -23 24 -20 27 -27 28 -9 -30
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leaf_value=-1.2621158825822932e-06 5.0261002181391978e-07 1.0110126615990742e-06 1.5620012892014758e-07 -1.0694676060165035e-06 3.8126911618974194e-07 4.2083679511777175e-07 -5.1578984228043461e-07 2.4450113479332194e-09 -8.1554912327419522e-07 8.7667324550011477e-07 6.2070484609932927e-07 9.8934040513660495e-07 -1.3123245917189377e-06 1.4020501191680525e-06 -1.5748254597946514e-07 1.0008263397291255e-06 -1.6943059924301453e-06 -2.8278452930408092e-07 5.6747924876899884e-07 -3.8887701873983164e-08 -6.0523640117168908e-07 -1.413904540538083e-07 1.4345273776619004e-06 -7.3581384588313386e-07 -1.8768369579347787e-07 1.6736233135361545e-07 -9.7401381925589136e-07 4.9383440970166592e-07 -5.2667205856238302e-07 3.1497233895346918e-07
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internal_value=0 -1.58614e-07 1.31781e-07 -4.04699e-07 6.34572e-09 2.00862e-09 -9.68833e-10 3.07105e-09 -5.76749e-10 7.82641e-08 3.97865e-08 -8.74975e-09 3.5702e-08 -1.84344e-07 5.42677e-08 -2.66633e-07 -9.07153e-07 3.44095e-07 1.52688e-07 5.44286e-07 -1.64744e-09 1.43743e-07 6.64893e-07 -9.4656e-08 1.2517e-07 -1.44729e-08 -4.30501e-07 -7.27045e-09 -1.41808e-08 -2.77735e-07
internal_weight=0 120 95 59 3001 2975 2954 2931 2903 435 415 383 363 126 104 84 41 43 237 67 170 137 43 94 70 2468 42 2426 2393 142
internal_count=3121 120 95 59 3001 2975 2954 2931 2903 435 415 383 363 126 104 84 41 43 237 67 170 137 43 94 70 2468 42 2426 2393 142
is_linear=0
shrinkage=0.1


Tree=8619
num_leaves=31
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split_feature=1208 1208 1209 15 3 1209 1212 1212 402 1212 403 481 2 43 52 403 2 399 2 2 130 3 1454 481 1456 2 1456 43 1186 0
split_gain=3.52486e-10 5.94867e-10 4.55758e-10 3.15218e-09 2.27061e-09 6.82929e-10 6.62045e-10 7.5916e-09 3.00868e-09 9.59426e-10 6.51529e-10 4.20722e-10 5.60121e-09 9.64769e-09 1.22424e-09 9.90801e-10 5.31751e-10 2.07191e-09 1.69375e-09 3.23585e-09 2.09164e-09 2.08819e-09 2.03991e-09 2.18369e-09 2.18885e-09 2.00479e-09 1.89411e-09 1.36317e-09 1.33447e-09 1.19036e-09
threshold=0.11846000000000001 0.10480500000000002 -0.077594999999999983 0.087575000000000014 -0.083489999999999995 -0.033554999999999995 -0.089544999999999986 -0.070754999999999985 0.13628000000000004 -0.009474999999999999 0.072365000000000027 -0.087424999999999989 0.092875000000000013 -0.077604999999999993 -0.0064899999999999992 -0.55049499999999985 0.085345000000000018 0.091580000000000009 0.084055000000000005 0.084515000000000021 0.0053350000000000003 -0.085384999999999975 0.094595000000000012 -0.081539999999999987 -0.079704999999999984 0.084855000000000014 -0.052299999999999992 -0.0087399999999999995 -0.089559999999999987 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 8 -8 10 -9 -7 12 13 14 -11 -13 17 18 20 21 22 -20 23 -17 -25 -21 -26 -27 -18 -28
right_child=-2 -3 5 -5 -6 6 7 9 -10 11 -12 15 -14 -15 -16 16 28 -19 19 25 -22 -23 -24 24 26 27 29 -29 -30 -31
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internal_value=0 -3.08415e-09 1.17961e-09 2.35231e-07 -3.51205e-07 -5.17153e-09 -5.17072e-10 -9.8617e-09 2.39076e-07 4.55375e-09 -1.24106e-08 -1.48603e-09 -2.02897e-07 -6.00368e-07 3.02858e-07 5.99025e-09 -3.35978e-10 6.29066e-08 3.74193e-08 3.51772e-07 -2.50146e-08 1.11511e-06 6.63577e-09 3.60828e-08 4.70051e-09 5.53314e-08 4.67411e-08 4.14098e-07 -3.18861e-08 1.26024e-08
internal_weight=0 3095 3066 81 43 2985 2957 2846 111 2824 90 2794 100 78 47 2694 2665 887 863 143 720 40 696 676 656 103 623 62 1778 600
internal_count=3121 3095 3066 81 43 2985 2957 2846 111 2824 90 2794 100 78 47 2694 2665 887 863 143 720 40 696 676 656 103 623 62 1778 600
is_linear=0
shrinkage=0.1


Tree=8620
num_leaves=31
num_cat=0
split_feature=1210 2 13 1208 1209 402 132 131 1212 1212 4 2 16 132 15 1204 1185 1186 16 16 4 2 2 401 390 3 401 403 403 402
split_gain=3.10512e-10 1.00653e-09 1.37366e-09 6.22278e-10 6.40104e-10 4.52666e-10 3.61221e-10 3.82559e-10 3.77846e-10 3.26577e-09 2.05135e-09 5.01774e-10 4.60778e-10 4.04532e-10 1.00097e-08 6.13096e-09 1.53236e-09 1.3564e-09 4.46645e-10 4.5519e-10 6.01847e-10 8.02088e-10 4.4958e-10 4.40975e-10 1.64886e-09 1.46775e-09 8.02058e-10 5.62663e-10 1.17385e-09 8.80843e-10
threshold=0.0028200000000000005 0.097070000000000004 -0.067149999999999987 0.092250000000000013 -0.092684999999999976 0.23460000000000003 0.31127000000000005 0.13567500000000002 -0.092474999999999988 -0.087764999999999996 -0.080924999999999983 0.090790000000000023 -0.087484999999999993 -0.083284999999999984 0.091915000000000011 -0.082199999999999981 -0.014244999999999999 0.0044650000000000011 -0.097644999999999996 -0.088159999999999988 0.010840000000000001 0.084245000000000014 0.085485000000000019 0.10632500000000002 0.089065000000000019 -0.077774999999999983 0.094270000000000007 0.10692500000000002 0.099885000000000015 0.094750000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 7 8 10 -10 -6 12 -12 14 17 -15 -17 18 -11 -20 21 -21 -23 24 26 -25 27 28 29 -18
right_child=1 -3 -4 -5 5 -7 -8 -9 9 13 11 -13 -14 15 -16 16 23 -19 19 20 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=5.3723793950087959e-07 1.0177518424083959e-06 -3.6122264448393889e-07 1.1021000613130706e-08 -4.2429180309357303e-07 9.9457320388296479e-07 -4.5608000685991681e-07 4.2275203490760307e-07 -4.0991171871333476e-07 -1.1937700768928905e-06 3.9421717292498222e-07 4.5580252687960597e-07 -4.7224100127736658e-07 -1.6875843100563175e-07 -1.3419924108232555e-06 2.2631657930105575e-06 8.6043974620441173e-07 4.0511409950006358e-09 -8.4850399397445083e-07 -4.1734342816872758e-07 -5.6158500504247624e-07 4.593205160858816e-07 4.6306695160389863e-07 -1.0777698766123895e-07 9.4404628967481587e-07 -9.070424241031106e-07 -2.3960502747141537e-07 5.4664826636654752e-07 -4.8319219014085017e-07 6.1480330217481451e-07 -4.3316562933806052e-07
leaf_weight=22 23 23 33 35 24 22 20 23 23 25 21 22 27 34 20 21 2352 21 29 26 25 22 37 20 20 22 27 24 31 47
leaf_count=22 23 23 33 35 24 22 20 23 23 25 21 22 27 34 20 21 2352 21 29 26 25 22 37 20 20 22 27 24 31 47
internal_value=0 1.95745e-07 4.245e-07 -5.06846e-09 -1.88911e-10 -4.14985e-09 -7.94306e-10 -3.67264e-09 -4.72809e-10 -7.03342e-09 1.96764e-07 -7.67704e-08 1.04487e-07 2.70435e-09 1.37945e-07 -7.96707e-09 9.72281e-09 -9.18086e-08 5.08535e-09 -6.49024e-08 2.80139e-08 -9.8841e-08 1.0508e-07 2.69762e-09 -2.69874e-09 3.24038e-07 4.59141e-09 -1.37254e-09 3.38617e-09 -4.51459e-09
internal_weight=0 79 56 3042 3007 2985 2963 2943 2920 2826 94 70 48 2803 205 2598 2564 185 164 139 110 85 59 2543 2501 42 2481 2454 2430 2399
internal_count=3121 79 56 3042 3007 2985 2963 2943 2920 2826 94 70 48 2803 205 2598 2564 185 164 139 110 85 59 2543 2501 42 2481 2454 2430 2399
is_linear=0
shrinkage=0.1


Tree=8621
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 42 2 399 15 130 12 1208 1208 1209 403 403 1210 1210 1186 391 133 16 129 1183 9 12 9 41 12 2 43
split_gain=3.30508e-10 1.56485e-09 1.3581e-09 5.50034e-10 3.71093e-10 8.00521e-10 8.67699e-10 4.32122e-10 3.23172e-10 8.66773e-10 3.21099e-10 4.40171e-10 4.0095e-10 5.22723e-10 1.52311e-09 8.12689e-10 3.86688e-10 3.12706e-10 1.06644e-09 5.68967e-10 9.65846e-10 3.45578e-10 4.75305e-10 3.3395e-10 9.18899e-10 6.72979e-10 6.75092e-10 1.47978e-09 4.14908e-10 5.87575e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.049004999999999993 0.089125000000000024 0.085965000000000014 0.084510000000000016 -0.23647499999999996 0.23631000000000002 0.11846000000000001 0.10480500000000002 0.10819500000000001 -0.55276999999999987 -0.5335399999999999 -0.3960249999999999 -0.095909999999999981 0.090275000000000008 -0.086319999999999994 -0.49970500000000001 -0.081299999999999983 -0.04689999999999999 -1.0000000180025095e-35 0.092890000000000014 -0.010834999999999999 0.088235000000000022 0.086565000000000017 0.08486500000000001 -0.045829999999999989 -0.081289999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -6 -3 10 11 12 13 -10 -15 -16 -17 18 -18 20 -20 -21 -23 25 -25 26 28 -28 29 -24
right_child=1 8 -4 -5 7 -7 -8 -9 9 -11 -12 -13 -14 14 15 16 17 -19 19 21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-8.8849252051659271e-07 8.6911225458780323e-07 -3.9783894095535294e-07 -8.1189367529077576e-07 -5.1321155007415317e-07 3.8238441307465323e-08 2.506416987265137e-07 -3.8150151908666889e-08 5.317948321703625e-07 -4.0993075403563245e-07 6.3080660701395825e-07 3.6491595096777023e-07 -3.8999589735104912e-07 4.4775490927406735e-07 7.7998700976422694e-07 -6.3924160897954607e-07 4.3864739197374552e-07 -7.3398223406684341e-07 3.0321279814760413e-07 7.743836890767853e-07 3.6235542575013825e-07 -8.8204728643648671e-08 -4.9683751779383556e-07 5.2519339740921048e-08 7.5852454244795814e-07 -2.0006754027690477e-07 -5.181211590227647e-07 8.6486942547236573e-07 -1.9211403028407404e-07 -8.5895052115265027e-09 -6.5479255340801974e-07
leaf_weight=20 21 20 25 21 68 34 30 24 31 22 24 29 20 25 20 20 20 33 25 25 27 20 23 20 20 26 27 26 2351 24
leaf_count=20 21 20 25 21 68 34 30 24 31 22 24 29 20 25 20 20 20 33 25 25 27 20 23 20 20 26 27 26 2351 24
internal_value=0 9.01536e-09 -1.17586e-07 -2.94756e-08 2.82429e-08 -1.23721e-07 -3.78287e-07 1.66992e-07 2.73946e-09 5.54267e-09 6.92247e-10 -2.41635e-09 1.62239e-09 -1.60694e-09 3.0263e-09 -4.14917e-09 5.77976e-10 -2.70713e-09 -6.53984e-09 -9.74102e-10 3.26501e-07 -7.62075e-09 -1.12666e-08 -7.40823e-09 2.79229e-07 -1.2037e-08 -6.6685e-09 3.46349e-07 -1.44708e-08 -3.08661e-07
internal_weight=0 2899 222 197 176 84 50 92 2878 2858 2836 2812 2783 2763 2732 2707 2687 2667 2634 2614 52 2562 2537 2517 40 2477 2451 53 2398 47
internal_count=3121 2899 222 197 176 84 50 92 2878 2858 2836 2812 2783 2763 2732 2707 2687 2667 2634 2614 52 2562 2537 2517 40 2477 2451 53 2398 47
is_linear=0
shrinkage=0.1


Tree=8622
num_leaves=31
num_cat=0
split_feature=1445 52 155 42 4 156 15 43 475 1371 475 475 484 2 475 1374 3 457 457 49 133 13 12 159 475 482 158 482 1 52
split_gain=3.03534e-10 3.40997e-10 1.11648e-09 1.60209e-09 1.02916e-09 1.75178e-09 2.15404e-09 1.37689e-09 1.31748e-09 7.58549e-10 5.72659e-10 3.60871e-09 2.72815e-09 2.36281e-09 1.12512e-09 5.7257e-10 1.66831e-09 5.75297e-10 2.62521e-09 1.16989e-09 1.44588e-09 1.16522e-09 1.47352e-09 6.32078e-10 7.56613e-10 6.35024e-10 9.65925e-10 6.91518e-10 1.75355e-09 1.47704e-09
threshold=0.077530000000000016 -0.53964499999999982 0.10022500000000002 0.090395000000000017 -0.50052499999999989 -0.078989999999999991 -0.011859999999999997 -0.08076499999999999 -0.011519999999999997 0.08976000000000002 -0.086279999999999982 -0.085684999999999997 0.085740000000000011 0.086950000000000013 -0.08466499999999999 -0.035729999999999991 0.090900000000000009 -0.081909999999999997 -0.067164999999999989 -0.009244999999999998 0.086910000000000015 -0.088069999999999996 0.084100000000000022 -0.47354999999999997 0.051590000000000004 0.11839000000000001 -0.4686749999999999 0.098465000000000011 0.16540500000000002 -0.063789999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 -4 8 -6 7 -7 -1 10 12 -12 13 -3 -13 16 -16 19 -19 21 -21 -17 -23 -20 25 26 -25 28 -28 -29
right_child=-2 2 3 -5 5 6 -8 -9 -10 -11 11 14 -14 -15 15 17 -18 18 23 20 -22 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=-1.8888421612744778e-07 -3.1654506841505283e-07 8.5196531153997049e-07 1.089746736041612e-06 -9.0560272185583654e-08 5.2699490765917284e-07 5.3380183706914454e-07 -1.089340497167762e-06 -5.2942615372463983e-07 8.3696274210914056e-07 -5.3467603737982042e-07 1.3218889740701776e-06 -5.9303967440604134e-07 -1.1800291541357697e-06 -3.7591916691461679e-07 8.428974726469059e-07 9.8404146532023656e-08 -3.119206879050167e-07 1.0367561267798921e-06 4.4852409191165067e-07 -4.0398701386834548e-07 7.4726885112378731e-07 -1.2483559195288764e-06 -2.3054866425919693e-07 6.1802122036169752e-07 4.2205042549068958e-07 -4.6326823858559396e-07 -8.3968428541240059e-09 1.8856688427604243e-07 8.6908724063544904e-07 -1.0267682640119346e-06
leaf_weight=31 30 25 23 23 20 21 37 29 21 26 21 31 23 42 29 30 22 25 32 20 24 25 33 25 42 30 2318 20 23 20
leaf_count=31 30 25 23 23 20 21 37 29 21 26 21 31 23 42 29 30 22 25 32 20 24 25 33 25 42 30 2318 20 23 20
internal_value=0 3.07977e-09 1.08145e-08 4.99593e-07 -1.3955e-07 -3.16909e-07 -5.10909e-07 -8.28704e-08 2.254e-07 3.0238e-09 7.91198e-09 1.59778e-08 -2.40335e-07 8.22467e-08 6.00173e-09 1.28341e-08 3.44741e-07 6.48714e-09 1.70854e-08 -1.97047e-07 2.23971e-07 -4.07555e-07 -6.69259e-07 6.92927e-09 1.22667e-09 -6.02891e-09 -3.27669e-10 -6.8202e-09 2.24316e-10 -4.19101e-07
internal_weight=0 3091 2932 46 159 107 87 50 52 2886 2860 2770 90 67 2749 2718 51 2667 2535 132 44 88 58 2510 2478 2436 2406 2381 2341 40
internal_count=3121 3091 2932 46 159 107 87 50 52 2886 2860 2770 90 67 2749 2718 51 2667 2535 132 44 88 58 2510 2478 2436 2406 2381 2341 40
is_linear=0
shrinkage=0.1


Tree=8623
num_leaves=31
num_cat=0
split_feature=10 16 1 0 0 33 45 142 9 10 97 374 2 39 1 1 131 1 0 1184 132 50 1185 1203 0 130 15 1213 1185 1
split_gain=2.82756e-10 3.67248e-09 5.99632e-09 6.75814e-10 1.12668e-09 5.78661e-10 4.2499e-10 9.25653e-10 3.84512e-10 1.25731e-09 4.74583e-10 7.31419e-10 5.47616e-10 5.50049e-10 7.2705e-10 6.86858e-10 6.79263e-10 8.85337e-10 6.10522e-10 5.64093e-10 4.75767e-10 8.57635e-09 5.57685e-09 1.30836e-09 6.29416e-10 1.41057e-09 9.51486e-10 4.90862e-10 4.64146e-10 4.79725e-10
threshold=-0.011559999999999999 -0.056919999999999991 0.10956 -0.098289999999999975 -0.057069999999999989 -0.012019999999999998 0.094030000000000016 -1.0000000180025095e-35 0.088235000000000022 -0.0079749999999999977 -0.049229999999999996 0.08987500000000001 -0.0091949999999999983 -0.020804999999999994 0.14754500000000001 0.13927000000000003 0.13857500000000003 0.13436000000000001 -0.10474999999999998 0.084515000000000021 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089165000000000008 -0.073309999999999986 0.115025 -0.10653 1.0000000180025095e-35 0.08777500000000002 0.10658000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -2 7 -7 9 -9 -11 12 -12 18 15 16 17 19 -14 20 21 23 -22 24 25 26 -15 -28 29 -24
right_child=5 -3 3 4 -6 6 -8 8 -10 10 11 -13 13 14 -16 -17 -18 -19 -20 -21 22 -23 28 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.0240767880608249e-06 4.7573578405910252e-07 6.9451876017170539e-07 4.246235248285216e-07 -7.6757172151205448e-07 2.5646227240507698e-07 6.5231866957757043e-07 -3.3958884289278206e-07 7.9534595442964928e-07 -3.282342448025182e-07 -4.7393565464084356e-07 -4.7758068137208442e-07 5.0284303448467566e-07 3.3988078484981087e-08 6.8740450626050701e-07 5.0562869515539242e-07 -5.5423182332829552e-07 -5.7381402712053392e-07 6.2889340350248739e-07 -7.3801323445704406e-07 -4.1829164201185306e-07 -1.5860387541331215e-06 2.0197945361970099e-06 -8.9961872939115802e-09 -8.1827014639657138e-07 5.1878390507908987e-07 -8.3096007770677709e-07 -2.6946876777846951e-07 2.2086013164620713e-07 3.6481146492873008e-07 1.2767587518131787e-07
leaf_weight=20 26 36 21 22 21 22 36 20 35 21 24 29 20 21 29 22 20 23 21 31 22 22 2080 21 22 20 49 35 37 293
leaf_count=20 26 36 21 22 21 22 36 20 35 21 24 29 20 21 29 22 20 23 21 31 22 22 2080 21 22 20 49 35 37 293
internal_value=0 -1.50522e-07 -5.12682e-07 -4.03715e-08 -2.67462e-07 6.01932e-09 1.91424e-09 6.09733e-09 1.22353e-09 5.22458e-09 -2.96883e-10 3.20414e-09 -1.94861e-09 2.14579e-09 7.57225e-09 2.25818e-09 6.79927e-09 1.11387e-08 -3.61427e-07 5.7831e-09 1.0797e-08 1.63197e-07 -1.10932e-09 -7.99286e-08 2.55488e-08 -6.12606e-08 8.53489e-08 -6.51651e-08 1.33589e-08 7.87904e-09
internal_weight=0 120 84 64 43 3001 2975 2939 2917 2882 2862 2841 2812 2788 2747 2718 2696 2676 41 2653 2622 190 2432 168 147 125 105 84 2410 2373
internal_count=3121 120 84 64 43 3001 2975 2939 2917 2882 2862 2841 2812 2788 2747 2718 2696 2676 41 2653 2622 190 2432 168 147 125 105 84 2410 2373
is_linear=0
shrinkage=0.1


Tree=8624
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 42 42 12 4 2 96 105 34 34 34 9 16 9 46 45 1426 1426 49 157 484 49 16 49 49 1 49
split_gain=3.29979e-10 1.83998e-09 1.02861e-09 4.16823e-10 3.35904e-10 6.10323e-10 5.58262e-10 8.07414e-10 4.00943e-10 2.93687e-10 3.65524e-10 1.5814e-09 6.6583e-10 1.46758e-09 9.15461e-10 2.34241e-09 1.38371e-09 3.97262e-10 5.88072e-10 3.94606e-10 5.74513e-10 3.8201e-10 1.74353e-09 2.90095e-09 2.42508e-09 2.99046e-09 1.43358e-09 9.7426e-10 7.76042e-10 1.41569e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.021469999999999996 -0.010544999999999997 0.11527000000000001 -0.00059999999999999995 0.085955000000000018 0.090365000000000015 0.079510000000000011 -0.08786999999999999 -0.084564999999999987 -0.057544999999999992 0.091600000000000015 -0.39185999999999993 0.082870000000000013 0.10987500000000001 0.083445000000000005 -0.094284999999999994 -0.061919999999999996 0.10440000000000001 -0.087424999999999989 0.086135000000000017 0.11560500000000001 -0.054549999999999994 0.12215500000000001 0.10247500000000002 0.11507500000000002 0.15665000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 8 -1 10 11 -3 -13 -14 16 -16 17 18 19 -15 -21 27 -23 24 25 -24 -26 -22 29 -28
right_child=1 9 -4 -5 5 -7 -8 -9 -10 -11 -12 12 13 14 15 -17 -18 -19 -20 20 21 22 23 -25 26 -27 28 -29 -30 -31
leaf_value=-2.3771603760991413e-07 9.4164295638793641e-07 8.5288784842677235e-07 -7.2174957449533402e-07 -4.6192770233639229e-07 6.1437944871365542e-07 -1.7668268583292959e-08 2.857341552566208e-07 -7.0974040033888748e-07 3.3304319799754014e-07 -3.704101337357694e-07 -3.6830979253793954e-07 -5.340946759331375e-07 7.8477037976180481e-07 4.2348869855727989e-07 1.8288678589328812e-07 -1.2566032043537237e-06 8.1547975155228326e-07 4.4461559156161457e-07 -4.9550739760206859e-07 -4.4442767328052529e-07 9.6274187853412133e-09 -9.8665405990535277e-07 5.7077880254697584e-08 8.0302883968589158e-07 8.0329925497478282e-07 -1.3971708078257038e-06 -2.9671941932621042e-07 7.1056085516829624e-07 -4.9603492254344505e-07 5.5126688088031578e-07
leaf_weight=32 21 22 25 21 22 50 27 25 20 21 26 23 24 22 26 20 21 20 24 29 2332 21 26 35 21 31 45 20 34 35
leaf_count=32 21 22 25 21 22 50 27 25 20 21 26 23 24 22 26 20 21 20 24 29 2332 21 26 35 21 31 45 20 34 35
internal_value=0 8.99505e-09 -1.17505e-07 -4.08238e-08 9.42158e-09 1.75457e-07 -1.05526e-07 -2.42722e-07 -1.81933e-08 2.18977e-09 4.92851e-09 8.35635e-09 1.742e-09 6.16564e-09 -5.99936e-10 -4.42978e-07 6.89248e-09 5.91803e-10 -2.728e-09 1.73322e-09 -1.79611e-09 3.14093e-09 -1.14903e-07 -3.42564e-08 -1.86886e-07 -7.33829e-07 4.40449e-08 1.55877e-08 -9.58177e-08 7.42746e-08
internal_weight=0 2899 222 197 176 72 104 77 52 2878 2857 2831 2809 2786 2762 46 2716 2695 2675 2651 2629 2600 248 227 192 57 135 2352 114 80
internal_count=3121 2899 222 197 176 72 104 77 52 2878 2857 2831 2809 2786 2762 46 2716 2695 2675 2651 2629 2600 248 227 192 57 135 2352 114 80
is_linear=0
shrinkage=0.1


Tree=8625
num_leaves=31
num_cat=0
split_feature=1208 1209 1208 1210 1213 16 16 403 1209 1213 4 1186 402 43 403 52 132 1203 1211 50 12 52 1213 1213 402 1212 402 129 1185 1213
split_gain=2.83849e-10 4.81416e-10 6.90816e-10 4.60111e-10 4.00478e-10 1.03033e-09 1.25649e-09 8.14794e-10 9.183e-10 6.5692e-10 2.13123e-09 8.7905e-10 5.58162e-10 2.09995e-09 9.54896e-10 3.41961e-09 6.07125e-10 1.37314e-08 9.01066e-09 1.77354e-09 5.7444e-10 4.68399e-10 4.0198e-10 3.36292e-09 1.81193e-09 2.66054e-09 4.26933e-09 6.18559e-10 7.04762e-10 7.25727e-10
threshold=0.11846000000000001 0.11743500000000001 0.10233500000000001 -0.3960249999999999 0.17417500000000002 -0.088394999999999987 -0.077074999999999991 -0.55276999999999987 -0.092099999999999987 0.10336000000000002 -0.081114999999999979 -0.13028499999999998 -0.45015499999999992 0.055925000000000009 -0.42244999999999994 0.088555000000000009 -0.083284999999999984 0.089480000000000018 0.10904000000000001 0.10022000000000002 0.110195 0.087555000000000008 -0.088064999999999991 -0.090954999999999994 -0.089154999999999998 0.087490000000000012 -0.15673499999999999 -0.082304999999999975 0.084795000000000009 -0.086394999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 -5 -9 11 -11 -10 13 -13 15 -14 17 19 22 20 21 -16 23 -18 25 26 -24 -26 29 -29
right_child=-2 -3 -4 4 5 6 -8 8 9 10 -12 12 14 -15 16 -17 18 -19 -20 -21 -22 -23 24 -25 27 -27 -28 28 -30 -31
leaf_value=-4.1469455751481564e-07 3.2903722626542734e-07 -4.6888318262393691e-07 5.2410115051770847e-07 -5.0726521929611577e-07 -3.4768563921261376e-07 1.0772051777643184e-06 7.3315763354062457e-09 6.4372708369443325e-07 6.6214807816322717e-07 -1.100665677582087e-06 2.1458997626463576e-07 -9.286588265324639e-07 -2.6845642701849625e-07 3.8750159877632875e-07 1.585461969016669e-08 1.443588231211379e-06 2.4858340313610801e-08 2.647516747771306e-06 -2.1323113537619065e-06 -1.0041666639892811e-06 3.5285747579954272e-07 -4.2187043392767222e-07 8.2972373860457083e-08 -1.3032113562355171e-06 5.3423105204804719e-07 -3.0966670408361099e-07 2.061243024513715e-06 -5.7583984016673648e-07 -4.7697392684398216e-07 1.3587262871177125e-09
leaf_weight=27 26 22 25 32 20 21 23 22 20 22 28 27 28 22 87 20 143 20 20 20 35 34 24 22 21 25 20 22 32 2211
leaf_count=27 26 22 25 32 20 21 23 22 20 22 28 27 28 22 87 20 143 20 20 20 35 34 24 22 21 25 20 22 32 2211
internal_value=0 -2.76069e-09 5.7634e-10 -3.71766e-09 -4.45818e-11 2.47441e-07 5.17953e-07 -5.40105e-09 8.94302e-11 -4.78829e-09 -3.64123e-07 1.50919e-09 -3.15469e-09 -3.3773e-07 2.73402e-09 4.44896e-07 -5.0232e-09 1.64555e-07 -1.81088e-08 -1.176e-07 -3.93738e-09 -1.07143e-07 -1.32937e-09 -1.52218e-07 9.24241e-09 5.14124e-07 9.82186e-07 -5.99678e-09 -1.10055e-08 -4.32796e-09
internal_weight=0 3095 3073 3048 3021 64 44 2957 2925 2903 50 2853 2833 49 2784 48 2736 196 2540 176 156 121 2520 165 2355 69 44 2286 2265 2233
internal_count=3121 3095 3073 3048 3021 64 44 2957 2925 2903 50 2853 2833 49 2784 48 2736 196 2540 176 156 121 2520 165 2355 69 44 2286 2265 2233
is_linear=0
shrinkage=0.1


Tree=8626
num_leaves=31
num_cat=0
split_feature=132 1203 399 1213 16 16 2 3 52 393 120 121 33 4 10 4 51 15 376 15 1 1 9 45 16 131 1212 3 3 131
split_gain=3.38173e-10 2.03669e-09 1.42814e-09 3.46606e-10 3.18984e-10 6.03784e-10 4.66559e-10 7.13856e-10 3.88569e-10 3.01947e-10 2.9806e-10 7.83039e-10 6.27133e-10 6.87421e-10 4.31344e-10 3.22516e-09 6.1908e-09 5.50839e-09 4.49345e-10 7.03852e-10 4.8059e-10 9.78745e-10 1.42488e-09 7.45091e-10 5.64718e-10 5.22097e-10 5.64686e-10 5.65381e-10 1.93444e-09 1.36173e-09
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 -0.081599999999999992 -0.097644999999999996 -0.090344999999999995 0.097385000000000013 -0.083154999999999993 0.085815000000000016 0.094880000000000006 1.0000000180025095e-35 -0.082399999999999987 -0.044254999999999996 0.63113500000000011 -0.010699999999999999 0.053180000000000012 0.080335000000000018 -0.18895499999999996 -1.0000000180025095e-35 -0.09551999999999998 0.14754500000000001 0.13686500000000004 0.09055500000000001 0.094030000000000016 -0.25582999999999995 0.13695500000000002 0.14862 -0.073309999999999986 -0.072624999999999981 0.09172000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 -1 -5 -6 7 8 -7 10 12 -12 -2 14 15 16 -14 -17 19 -16 21 22 23 25 -23 26 27 -20 -29 -30
right_child=2 -3 -4 4 5 6 -8 -9 -10 -11 11 -13 13 -15 18 17 -18 -19 20 -21 -22 24 -24 -25 -26 -27 -28 28 29 -31
leaf_value=3.5135454419849508e-07 5.5289068811925105e-07 -1.0819965842756574e-06 6.1799737575316429e-07 2.3284286440088934e-07 -6.0043931358924735e-07 -1.7852993927647276e-07 2.4888603673906872e-07 -5.6450752974039155e-07 3.6740943611138478e-07 -2.9984057481201352e-07 -6.9532748909750812e-07 1.492596454780774e-07 -1.8424663831130883e-06 5.611074114271602e-07 4.3471030559365843e-08 -5.7087140777412061e-07 2.073873748914219e-07 1.6260345717000748e-06 -1.5572187297254572e-08 -7.1237841710440497e-07 3.7638309125201081e-07 -7.8615241463353422e-07 8.5733072253901808e-07 -5.4460556408268228e-07 -6.6667535065789717e-08 4.6102952506561664e-07 -5.0578350203928885e-07 1.0605519082673709e-06 2.5796883716021327e-08 6.1387454127812129e-07
leaf_weight=22 21 20 38 29 23 32 38 30 22 33 21 23 26 22 28 25 34 21 1728 22 36 24 20 24 20 26 21 20 630 42
leaf_count=22 21 20 38 29 23 32 38 30 22 33 21 23 26 22 28 25 34 21 1728 22 36 24 20 24 20 26 21 20 630 42
internal_value=0 -1.20719e-07 8.97398e-09 -2.26294e-08 -6.99148e-08 -1.30466e-07 -4.18648e-08 -1.73395e-07 4.38898e-08 9.01819e-10 4.40376e-09 -2.53839e-07 8.4764e-09 4.34758e-09 -1.1136e-10 -1.97906e-07 -6.80883e-07 4.32064e-07 7.82738e-09 -2.89103e-07 1.35574e-08 8.44519e-09 1.66382e-08 9.88834e-09 -4.59114e-07 1.52827e-08 1.05349e-08 1.50153e-08 9.13957e-08 6.25517e-08
internal_weight=0 216 2905 196 174 145 122 84 54 2867 2834 44 2790 2769 2747 106 60 46 2641 50 2591 2555 2511 2491 44 2467 2441 2420 692 672
internal_count=3121 216 2905 196 174 145 122 84 54 2867 2834 44 2790 2769 2747 106 60 46 2641 50 2591 2555 2511 2491 44 2467 2441 2420 692 672
is_linear=0
shrinkage=0.1


Tree=8627
num_leaves=31
num_cat=0
split_feature=46 44 1428 473 1 1 10 1 1 1 1447 480 457 0 1456 1456 1 43 1 150 1 0 1 3 403 15 13 3 0 0
split_gain=3.45888e-10 1.20842e-09 5.94405e-10 6.24576e-10 4.39766e-10 5.10699e-09 5.89263e-09 4.93449e-09 1.5319e-09 1.92345e-09 1.32263e-09 9.10373e-10 7.93776e-10 9.11594e-10 7.93717e-10 1.50216e-09 7.89311e-10 2.95099e-09 2.0225e-09 1.5316e-09 2.28187e-09 2.24143e-09 4.41839e-09 3.98252e-09 1.60024e-09 2.70942e-09 3.68787e-09 8.40022e-10 8.37125e-10 1.8259e-09
threshold=0.084955000000000017 0.10049500000000001 -0.071779999999999997 -0.072684999999999986 0.092845000000000025 0.09202500000000001 -1.0000000180025095e-35 0.093400000000000025 0.094090000000000021 0.094715000000000008 0.059120000000000013 0.11144000000000001 0.11612500000000002 -0.26343999999999995 -0.079429999999999987 -1.0000000180025095e-35 0.085475000000000009 0.042785000000000004 0.084785000000000013 0.10801000000000001 0.086105000000000015 -0.080119999999999983 0.090475000000000014 -0.082794999999999994 -0.074254999999999988 -0.089549999999999991 -0.023499999999999997 -0.088784999999999989 -0.091069999999999984 -0.086934999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -5 -6 -9 -10 11 16 13 -11 -15 -16 18 19 28 20 -18 22 24 27 -22 -26 -27 -23 -8 -30
right_child=1 -3 3 4 7 -7 10 8 9 12 -12 -13 -14 14 15 -17 17 -19 -20 -21 21 23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-4.3285491635458584e-07 8.5838236373092525e-07 -1.6717652263343586e-07 5.573823776217068e-07 -1.7046197228864913e-06 -1.4754085311115737e-06 1.3177173909184604e-06 1.3743285866828636e-07 7.6549444602373269e-07 -9.2722619034664921e-07 -6.2156360802244026e-07 6.2103740271860878e-07 -4.8195204586849094e-07 4.6131412380583985e-07 -6.1253302990590705e-07 8.3087534908562106e-07 -2.6326761501883301e-08 1.3619960734700953e-06 -8.4644307732490314e-07 -9.8304017499339409e-07 -5.7178478527930567e-07 8.8880156673204286e-07 3.3415049790400745e-08 1.6100305769230417e-06 -1.0198792926037945e-06 8.9872598221063527e-07 2.7897509511376486e-07 -1.2508536969973579e-06 8.8376540334355104e-07 -3.0022891100065756e-07 2.0027839824809738e-08
leaf_weight=32 20 27 20 20 24 30 368 24 24 26 36 37 33 22 21 771 20 26 21 20 27 26 28 33 25 40 26 21 214 1059
leaf_count=32 20 27 20 20 24 30 368 24 24 26 36 37 33 22 21 771 20 26 21 20 27 26 28 33 25 40 26 21 214 1059
internal_value=0 2.69232e-07 -4.11498e-09 3.95108e-10 -3.29111e-09 2.24402e-08 3.4571e-09 -5.98454e-08 -2.29578e-08 -4.40535e-08 2.03103e-08 9.44838e-09 -1.97738e-08 -3.86737e-08 -2.00556e-08 -3.59792e-09 1.87533e-08 1.70384e-07 -7.88692e-09 2.69773e-07 3.38192e-07 2.4759e-07 4.80709e-07 -1.77852e-07 2.12734e-07 1.21424e-08 -3.23685e-07 4.13359e-07 4.59219e-09 -3.38095e-08
internal_weight=0 47 3074 3042 3022 2077 2047 945 921 897 2027 1991 873 840 814 792 1954 292 1662 266 246 226 146 80 118 91 66 47 1641 1273
internal_count=3121 47 3074 3042 3022 2077 2047 945 921 897 2027 1991 873 840 814 792 1954 292 1662 266 246 226 146 80 118 91 66 47 1641 1273
is_linear=0
shrinkage=0.1


Tree=8628
num_leaves=31
num_cat=0
split_feature=44 47 0 47 47 47 0 1 4 43 1 146 1365 1375 1 1373 0 1375 3 1374 457 150 457 13 51 13 43 4 13 13
split_gain=3.15921e-10 4.23442e-10 3.17806e-09 1.22839e-08 4.10924e-09 1.32791e-09 7.73002e-10 7.00871e-10 1.05713e-09 7.29442e-10 6.59822e-10 4.59567e-10 8.78212e-10 4.06791e-10 1.11762e-09 4.59915e-10 1.93322e-09 1.18795e-09 1.18033e-09 4.57149e-10 4.46305e-10 6.99761e-10 8.87276e-10 5.61222e-10 1.40905e-09 9.4514e-10 8.99523e-10 1.0624e-09 8.70388e-10 7.99125e-10
threshold=0.087770000000000015 0.092165000000000011 -0.10224499999999999 0.10670500000000001 0.09550500000000002 0.090100000000000013 -0.094299999999999981 0.11751000000000002 0.010840000000000001 -0.065269999999999981 0.092695000000000013 0.087720000000000006 0.085025000000000017 0.08517000000000001 0.089105000000000018 1.0000000180025095e-35 -0.085544999999999982 -0.14438999999999999 0.088060000000000013 -0.067869999999999986 -0.10142499999999997 0.12765500000000005 0.098180000000000003 -0.14179999999999995 0.081440000000000026 -0.117405 -0.043144999999999996 -0.072334999999999997 -0.49353499999999995 -0.097984999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 11 -6 8 10 -9 -8 12 13 15 -15 17 -17 18 -1 -19 -21 22 23 24 26 -25 -22 -28 -29 -27
right_child=-2 2 4 -5 6 -7 7 9 -10 -11 -12 -13 -14 14 -16 16 -18 19 -20 20 21 -23 -24 25 -26 29 27 28 -30 -31
leaf_value=-9.3660294927152193e-09 2.7239675316217299e-07 -2.8036222522587198e-06 1.3704743865487631e-06 7.6835585535387481e-08 -5.6565531236456249e-07 8.2052183472569593e-07 1.1635592516624552e-07 -6.4954454899179841e-07 6.4037907166845885e-07 1.1049717257897693e-07 -4.8509626348428962e-07 -4.7487954617508877e-07 6.2154756654348129e-07 1.6467953594966589e-07 -7.9228309249648867e-07 1.0422268718457418e-06 -3.3152534472589782e-07 4.6345253860057376e-07 -1.0827861433426734e-06 -4.6488862096794034e-07 -6.4830627252376874e-07 5.4676876238464918e-07 -5.3635371718504154e-07 6.7674942789091641e-07 -7.1763449395313557e-07 -3.7323476240268135e-07 7.2380548095636535e-07 -4.3303639817902595e-07 1.5074140727727577e-07 2.7132712930044369e-08
leaf_weight=21 42 20 22 57 27 20 76 28 31 23 24 20 23 26 23 20 21 22 20 20 20 24 30 22 36 51 21 39 74 2218
leaf_count=21 42 20 22 57 27 20 76 28 31 23 24 20 23 26 23 20 21 22 20 20 20 24 30 22 36 51 21 39 74 2218
internal_value=0 -3.72894e-09 -1.14962e-07 -6.71335e-07 7.04953e-08 8.63478e-09 -6.63446e-08 7.729e-09 1.30172e-07 -3.06781e-07 -2.79926e-08 2.73229e-09 6.23e-09 1.00389e-09 -2.84507e-07 6.26528e-09 3.38598e-07 1.06069e-09 -5.32986e-07 9.55735e-09 5.64905e-09 9.36138e-09 4.22487e-09 1.07615e-08 -1.54393e-07 2.44583e-08 -2.27258e-08 7.06445e-08 -5.07394e-08 1.81337e-08
internal_weight=0 3079 308 77 231 2771 209 182 131 51 100 2751 2731 2708 49 2659 41 2618 41 2577 2555 2535 2511 2481 190 2291 154 134 113 2269
internal_count=3121 3079 308 77 231 2771 209 182 131 51 100 2751 2731 2708 49 2659 41 2618 41 2577 2555 2535 2511 2481 190 2291 154 134 113 2269
is_linear=0
shrinkage=0.1


Tree=8629
num_leaves=31
num_cat=0
split_feature=1447 2 132 1185 1203 0 0 12 13 1204 43 1 46 47 0 4 3 9 97 47 30 12 10 0 0 148 16 13 148 4
split_gain=3.21383e-10 7.98191e-10 2.93651e-10 1.40489e-09 1.06111e-09 2.91561e-10 5.78965e-10 6.35501e-10 7.40721e-10 3.05722e-10 3.77322e-10 2.85068e-10 3.24924e-10 3.97046e-10 2.87052e-09 1.05531e-08 3.71087e-09 1.31014e-09 6.73846e-09 9.78487e-10 7.97587e-10 5.65558e-10 5.35078e-10 1.64554e-09 1.43428e-09 5.59884e-10 6.90736e-10 9.805e-10 5.48201e-10 1.08655e-09
threshold=0.071705000000000005 0.086675000000000016 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.098289999999999975 -0.092089999999999991 0.11418000000000002 -0.00051499999999999994 -0.0030749999999999996 -0.008069999999999999 0.16773500000000005 0.096120000000000011 0.092165000000000011 -0.10224499999999999 0.10637500000000001 -0.0080949999999999998 -0.013509999999999999 -0.049229999999999996 0.089640000000000011 0.09222000000000001 0.089410000000000003 -0.0093599999999999985 -0.084804999999999978 -0.057069999999999989 -0.10069499999999999 -0.54656499999999986 -0.029529999999999997 -0.068554999999999991 -0.015039999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 -7 8 9 10 -8 12 13 17 15 -15 -16 18 20 22 -5 -17 23 -19 -25 -24 27 -27 29 -28
right_child=1 -3 3 11 -6 6 7 -9 -10 -11 -12 -13 -14 14 16 21 -18 19 -20 -21 -22 -23 25 24 -26 26 28 -29 -30 -31
leaf_value=-3.2410882947634231e-07 1.7398992667949643e-07 -7.0872519329224733e-07 8.2719659639267424e-07 1.4519325206821223e-07 -6.9471584138396053e-07 5.2932023940854834e-07 -1.5720898582404676e-07 -4.8238416733662845e-07 5.3877270386237802e-07 -3.1324356688641917e-07 3.488550480422139e-07 -3.6994934461631605e-07 3.1619162345129877e-07 -2.6034724189116788e-06 -5.3931363324559065e-08 2.8473295192031257e-07 1.3511997040149299e-06 9.7438519135365542e-07 2.0022470158664877e-06 -6.1740424655454268e-07 -6.4242665303027031e-07 -3.6190809685384316e-07 4.4807384966816246e-07 -6.9077174202902825e-07 4.7930701935105054e-07 1.4945468620908287e-07 -1.6825089468166597e-07 -7.7434062227944709e-07 -2.4440893562580016e-09 6.4926529409751463e-07
leaf_weight=28 20 21 21 36 27 20 34 27 25 34 26 20 34 20 179 38 21 23 20 25 20 21 28 20 22 20 29 27 2198 37
leaf_count=28 20 21 21 36 27 20 34 27 25 34 26 20 34 20 179 38 21 23 20 25 20 21 28 20 22 20 29 27 2198 37
internal_value=0 -2.78132e-07 3.70004e-09 1.22848e-08 -1.07358e-07 -2.56126e-08 2.47361e-08 -4.4385e-08 5.4993e-08 -7.36719e-08 6.20854e-08 6.25482e-09 8.92483e-09 5.17229e-09 -1.07986e-07 -6.1835e-07 9.36074e-08 1.77756e-08 4.26623e-07 4.98331e-09 -1.361e-07 5.45726e-08 1.14557e-08 2.94464e-07 -7.78733e-08 3.59102e-09 -1.79432e-09 -3.81236e-07 6.08279e-09 2.90054e-07
internal_weight=0 41 3080 2859 221 194 166 146 119 94 60 2838 2818 2784 279 79 200 2505 76 2429 56 59 2404 65 42 2339 2311 47 2264 66
internal_count=3121 41 3080 2859 221 194 166 146 119 94 60 2838 2818 2784 279 79 200 2505 76 2429 56 59 2404 65 42 2339 2311 47 2264 66
is_linear=0
shrinkage=0.1


Tree=8630
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 12 12 130 1 1 484 40 43 1 13 376 3 156 1 48 3 3 158 9 10 1371 1453 158 12 12 3
split_gain=3.11233e-10 8.99458e-09 5.66777e-09 1.01732e-09 2.85726e-10 5.46006e-10 5.2094e-10 2.84391e-10 1.20791e-09 1.05147e-09 2.59018e-09 1.21995e-09 1.00716e-09 6.26893e-10 5.96694e-10 6.29602e-10 1.67061e-09 2.65854e-09 1.30647e-09 1.22516e-09 1.05974e-09 1.61053e-09 5.576e-10 1.37324e-09 5.41646e-10 5.17197e-10 5.19597e-10 4.82763e-10 1.57878e-09 2.26594e-09
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.085960000000000023 0.11418000000000002 0.10061500000000002 0.087380000000000013 0.13501500000000002 0.13756000000000004 0.090535000000000018 -0.07632499999999999 -0.063379999999999978 0.13332000000000002 -0.13710499999999998 0.092115000000000016 0.11658 0.083635000000000015 0.10727500000000002 0.016865000000000002 0.10732000000000001 0.099930000000000005 -0.47382999999999992 0.092235000000000011 0.0036750000000000007 0.08976000000000002 0.091090000000000018 -0.4686749999999999 0.094435000000000005 0.096075000000000008 -0.053259999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 12 -9 10 -10 -12 14 -13 15 19 17 -17 -19 20 21 -4 23 24 25 26 -23 -28 -29 -30
right_child=2 -3 7 -5 -6 -7 -8 8 9 -11 11 13 -14 -15 -16 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=1.1035518525659428e-07 -1.6076574369931635e-06 2.0326905194358667e-06 -8.5123852396794646e-07 -6.4616929066609193e-07 -2.4198266126372568e-07 5.0857093420429175e-07 -3.8177441183506747e-07 -6.0288754344384188e-07 9.8876638006117905e-07 -5.3171834295540072e-07 -8.0204345985990245e-07 -1.6760786635927616e-07 7.1873967726787675e-07 4.4933093517686627e-07 -5.1218657094151157e-07 -6.0886412322696225e-07 9.9926033262027376e-07 1.0494425818864249e-06 1.15706661269309e-07 -6.0547867915926021e-07 5.8888525150142683e-07 4.6659970678319954e-07 -4.8183766288591707e-07 6.6361230079969866e-07 -5.1407318665042116e-07 4.6095844811588909e-07 2.4246859885672479e-08 -4.7931668002079546e-07 4.5008499008283743e-08 -8.9915579106100611e-07
leaf_weight=76 22 22 22 29 39 23 30 40 28 28 20 40 20 28 22 38 23 23 43 33 31 24 23 32 20 25 1771 85 434 27
leaf_count=76 22 22 22 29 39 23 30 40 28 28 20 40 20 28 22 38 23 23 43 33 31 24 23 32 20 25 1771 85 434 27
internal_value=0 1.14949e-07 -8.67945e-09 -9.92149e-08 -4.80018e-09 6.69061e-08 -2.89268e-08 3.53497e-09 -1.1675e-07 1.82877e-08 1.51048e-07 -1.15499e-07 1.17444e-08 8.64258e-08 6.46038e-09 1.07596e-08 2.28021e-07 5.74589e-08 4.41099e-07 -1.59331e-10 7.85011e-09 5.37038e-10 8.21383e-09 1.28752e-08 4.1478e-09 8.52836e-09 3.69677e-09 -1.09808e-09 -8.33067e-08 -1.02896e-08
internal_weight=0 219 2902 197 168 129 106 2880 184 144 116 88 2696 68 2676 2654 127 104 66 2527 2494 2463 2441 2418 2386 2366 2341 2317 546 461
internal_count=3121 219 2902 197 168 129 106 2880 184 144 116 88 2696 68 2676 2654 127 104 66 2527 2494 2463 2441 2418 2386 2366 2341 2317 546 461
is_linear=0
shrinkage=0.1


Tree=8631
num_leaves=31
num_cat=0
split_feature=34 2 0 12 10 16 40 49 9 15 44 1429 156 13 156 52 1420 474 42 42 42 2 0 42 42 133 480 480 1447 480
split_gain=2.94503e-10 3.50024e-10 1.83774e-09 1.67339e-09 3.34574e-10 5.18725e-09 6.26992e-09 4.15753e-10 4.0245e-10 5.12925e-09 3.97882e-10 6.35201e-10 7.51779e-10 3.51994e-10 1.58821e-09 1.01303e-09 6.91993e-10 1.0852e-09 6.81115e-10 1.25728e-09 1.25458e-09 1.25976e-09 1.47809e-09 6.87266e-10 6.44014e-10 5.06112e-10 3.94493e-09 2.16485e-09 1.56695e-09 1.43018e-09
threshold=-0.112215 -0.080614999999999978 -0.080119999999999983 -0.010834999999999999 -0.010699999999999999 -0.056919999999999991 -1.0000000180025095e-35 -0.046979999999999987 -0.013509999999999999 -0.10203999999999998 0.084760000000000016 -0.23752499999999996 0.32523500000000005 0.095710000000000017 0.12794000000000003 -0.54906499999999991 -0.085599999999999996 -0.14697499999999997 -0.09693499999999998 -0.12099999999999998 -0.046564999999999995 0.090425000000000019 -0.073309999999999986 -0.16797499999999996 0.08426500000000002 1.0000000180025095e-35 0.11191000000000002 0.11303500000000001 0.056670000000000005 0.086995000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -3 9 -6 11 -10 13 14 16 -15 -13 -18 19 23 -20 -22 -23 -17 -24 27 28 -19 29 -27
right_child=1 4 3 -5 8 -7 -8 -9 10 -11 -12 12 -14 15 -16 18 17 25 20 -21 21 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.0669115139678453e-07 9.0533508796397659e-07 -2.2685009253921507e-07 4.2323950708578197e-07 -6.1580220066418652e-07 1.4605501496589568e-06 9.2739428029729206e-07 -1.9253689733886859e-06 4.1021644847205608e-07 -5.6698770237062498e-07 -7.7711009105368719e-07 3.2032598249698869e-07 -5.2189014354553365e-07 6.0948723159981463e-07 6.9705004189192834e-07 -7.530056236969908e-07 -1.8987111364169557e-07 6.522229846268601e-07 -2.9796025211271873e-08 8.9365041676934376e-07 -6.0288506678792446e-07 -4.6930323550799529e-07 8.2267788978166818e-07 -3.391190039891967e-07 5.0023147156042359e-07 3.6372379177216563e-07 7.1425101860682422e-08 1.4373967400160837e-06 -9.5020144242469614e-07 -7.9730385215765165e-07 -4.5511286151105945e-07
leaf_weight=31 26 21 31 31 20 29 25 20 20 21 38 26 20 26 29 31 25 1492 21 39 33 30 32 27 22 831 20 26 23 55
leaf_count=31 26 21 31 31 20 29 25 20 20 21 38 26 20 26 29 31 25 1492 21 39 33 30 32 27 22 831 20 26 23 55
internal_value=0 3.07331e-09 1.99651e-07 -9.62813e-08 -2.68912e-09 -1.87361e-07 -6.77178e-07 8.39141e-08 3.34591e-09 3.14431e-07 -1.10437e-09 -5.42345e-09 -1.4237e-09 -5.80614e-09 -1.72254e-08 1.04755e-07 -8.68354e-09 -3.28573e-09 3.92248e-08 -1.63838e-07 1.81957e-07 5.42175e-08 2.59886e-07 1.31384e-07 -5.27756e-08 -9.9828e-09 4.81518e-08 -4.55605e-08 1.75853e-08 3.87393e-08
internal_weight=0 3090 88 62 3002 95 66 41 2907 41 2866 2828 2808 2788 2527 261 2498 2472 235 97 138 117 84 58 54 2447 929 1518 909 886
internal_count=3121 3090 88 62 3002 95 66 41 2907 41 2866 2828 2808 2788 2527 261 2498 2472 235 97 138 117 84 58 54 2447 929 1518 909 886
is_linear=0
shrinkage=0.1


Tree=8632
num_leaves=31
num_cat=0
split_feature=30 142 11 147 447 447 9 10 2 2 2 447 447 448 150 150 457 457 457 13 12 1210 402 13 2 4 13 158 43 52
split_gain=3.15644e-10 3.30334e-10 6.31163e-10 4.33173e-10 5.81692e-10 6.50185e-10 3.82469e-10 8.03663e-10 1.03953e-09 5.52026e-10 5.85182e-10 4.62443e-10 5.58737e-10 4.09646e-10 3.75617e-10 5.45154e-10 4.67592e-10 7.66894e-10 1.05997e-09 5.37034e-10 3.0124e-09 1.00993e-08 5.36519e-09 2.38679e-09 4.68425e-09 1.55065e-09 2.51875e-09 1.44511e-09 2.06085e-09 1.5782e-09
threshold=0.09538000000000002 -0.057499999999999989 -0.014494999999999999 0.099730000000000027 0.09227500000000001 0.089635000000000006 0.092410000000000006 0.053330000000000009 -0.090999999999999984 -0.020134999999999997 -0.0050599999999999994 0.086195000000000008 0.083875000000000019 -0.049344999999999993 -0.15178999999999995 -0.093459999999999988 -0.22896499999999997 -0.10142499999999997 -0.089059999999999986 -0.089109999999999981 0.088245000000000004 -0.077869999999999981 0.11462500000000002 -0.088319999999999996 0.084715000000000013 0.0033150000000000007 -0.10278499999999999 0.085620000000000016 0.084740000000000024 -0.075329999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 -4 -10 -11 12 13 -12 -15 -16 -17 -18 -19 20 21 -20 25 24 -21 -22 -27 28 29 -23
right_child=-2 2 3 -5 -6 -7 -8 -9 9 10 11 -13 -14 14 15 16 17 18 19 23 22 27 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.8074306748176636e-07 -3.1751086856773682e-07 -5.5958370978714813e-07 7.1987198751344301e-07 3.5379734583784741e-07 -4.3098348728122924e-07 5.4606528062157109e-07 3.1150231704621035e-07 -5.3691180720453045e-07 -4.4543138183631271e-07 4.8244671444308545e-07 -4.3319226237640998e-07 -4.2329266694178635e-07 5.2706074235686631e-07 4.2134923860647266e-07 -4.5891524065994494e-07 4.0771450073862073e-07 -6.1998307387511887e-07 6.0283808949179735e-07 -2.4653839176380646e-06 1.8658981309727098e-06 3.7906445368254234e-07 -8.3933426731164222e-07 1.7823298895791598e-06 4.3920236542109721e-10 -2.7249495598793841e-07 1.1284847502348957e-07 -1.2232499248706777e-06 4.1158281788273421e-07 -9.3857950625014004e-07 1.5748009447254191e-08
leaf_weight=23 31 20 20 35 31 22 39 28 28 25 22 26 20 21 26 28 20 29 20 20 61 25 20 2162 21 43 21 41 35 158
leaf_count=23 31 20 20 35 31 22 39 28 28 25 22 26 20 21 26 28 20 29 20 20 61 25 20 2162 21 43 21 41 35 158
internal_value=0 3.17931e-09 3.47892e-10 4.02319e-09 -4.12509e-11 4.4402e-09 4.13249e-10 -3.74171e-09 1.42038e-09 -3.58276e-09 7.67364e-10 -3.50436e-09 4.03446e-10 -3.39502e-09 4.21082e-11 -3.19872e-09 1.18317e-09 -3.07052e-09 1.57491e-09 -5.06256e-09 -1.08124e-07 -3.0028e-07 2.61612e-07 1.47731e-08 7.70624e-07 1.82973e-08 -3.25559e-07 -1.33091e-07 -2.3553e-07 -1.01067e-07
internal_weight=0 3090 3067 3047 3012 2981 2959 2920 2892 2872 2844 2819 2793 2773 2751 2730 2704 2676 2656 2627 424 279 145 2203 41 125 64 259 218 183
internal_count=3121 3090 3067 3047 3012 2981 2959 2920 2892 2872 2844 2819 2793 2773 2751 2730 2704 2676 2656 2627 424 279 145 2203 41 125 64 259 218 183
is_linear=0
shrinkage=0.1


Tree=8633
num_leaves=31
num_cat=0
split_feature=472 1429 1 1 1 15 471 1 1 471 34 2 150 147 457 15 1 15 2 133 133 16 401 130 1 1 124 155 49 1
split_gain=3.05576e-10 6.6225e-10 3.33293e-10 2.93722e-09 1.45875e-09 3.89132e-09 1.16868e-09 1.42354e-09 2.41772e-09 1.76899e-09 1.6203e-09 1.42131e-09 1.00063e-09 1.75576e-09 2.18147e-09 9.35716e-10 1.31092e-08 1.21946e-08 4.27023e-09 1.14711e-09 1.67629e-09 8.48003e-10 9.81949e-10 1.46518e-09 1.07611e-09 9.32212e-10 8.41329e-10 8.01478e-10 7.20714e-10 6.25663e-09
threshold=-0.38234499999999999 -0.23587499999999997 0.10684 0.10727500000000002 0.10439500000000002 -0.015744999999999999 0.10277000000000001 0.10293500000000001 0.10205500000000002 0.092925000000000021 -0.057544999999999992 0.10327000000000001 0.12706500000000001 0.097430000000000003 0.085090000000000013 -0.10203999999999998 0.092695000000000013 -0.10653 -1.0000000180025095e-35 -0.13941499999999998 -0.085499999999999979 0.63636000000000015 0.092860000000000012 -0.070634999999999989 0.10920500000000001 0.11181500000000001 -0.083769999999999983 0.10683000000000002 -0.08130999999999998 0.089875000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -6 7 8 9 10 -3 -9 13 14 21 16 17 19 -17 -12 -21 22 23 -5 -25 -26 -20 28 29 -28
right_child=1 2 3 12 5 -7 -8 11 -10 -11 15 -13 -14 -15 -16 18 -18 -19 26 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-3.554593694351146e-07 5.3734394334672127e-07 7.7637683386068672e-07 -1.1515084802719382e-06 -6.4591916257265778e-07 -1.7461088357428879e-07 1.5530515443370778e-06 7.1310316254470236e-07 -1.0639121323947621e-06 1.0759599119648469e-06 -9.3828574051713079e-07 6.3951864634676699e-07 3.8164414594244927e-08 6.094290910141354e-07 -7.6934305246467718e-07 9.6830150104148572e-07 -1.2288041571552861e-06 2.0306238495191851e-06 -2.4647021922419302e-06 5.1029146644146571e-07 -7.4622547370969039e-07 1.7929847781745612e-07 -6.5597032778570838e-07 6.6491794953549293e-07 5.5974506487643792e-07 -5.2108870849027685e-07 5.6175976220489535e-09 1.0455631515751323e-07 -4.6955580196002925e-07 9.2614717899390759e-09 -1.808403608211371e-06
leaf_weight=24 23 27 24 38 32 22 23 25 21 20 37 22 24 32 22 29 33 20 31 24 106 22 20 32 37 366 92 38 1834 21
leaf_count=24 23 27 24 38 32 22 23 25 21 20 37 22 24 32 22 29 33 20 31 24 106 22 20 32 37 366 92 38 1834 21
internal_value=0 2.74476e-09 -1.25516e-09 -6.69636e-08 1.52455e-08 5.29252e-07 3.6948e-09 -3.16083e-09 7.8163e-09 -1.8857e-09 6.28533e-09 -5.48047e-07 -2.30698e-08 -4.97481e-08 -6.86719e-09 -2.89457e-09 1.93068e-07 -1.31207e-07 -2.39761e-08 1.48254e-07 8.43252e-09 -4.85249e-08 -2.14178e-08 -5.04383e-08 1.58069e-09 -4.27401e-08 -6.64476e-09 -1.47178e-08 -5.84066e-09 -2.5095e-07
internal_weight=0 3097 3074 617 2457 54 2403 2380 2333 2312 2292 47 593 569 537 2265 220 187 2045 167 130 515 493 473 435 403 2016 1985 1947 113
internal_count=3121 3097 3074 617 2457 54 2403 2380 2333 2312 2292 47 593 569 537 2265 220 187 2045 167 130 515 493 473 435 403 2016 1985 1947 113
is_linear=0
shrinkage=0.1


Tree=8634
num_leaves=31
num_cat=0
split_feature=142 11 34 43 147 150 49 448 150 2 0 12 2 2 151 2 43 1374 150 42 52 4 1374 150 130 39 39 48 39 39
split_gain=2.97699e-10 5.02036e-10 4.9901e-10 1.07425e-09 5.20049e-10 6.24224e-10 2.51687e-09 1.09235e-09 6.39362e-10 5.78652e-10 1.86699e-09 1.98134e-09 4.07814e-10 5.56997e-10 3.55055e-10 1.52666e-09 1.46117e-09 1.23553e-09 4.82399e-10 4.16256e-09 5.76089e-09 3.31452e-09 2.28217e-09 6.61065e-10 4.24471e-10 7.3284e-10 9.15485e-10 6.13557e-10 8.182e-10 8.98003e-10
threshold=-0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.074974999999999986 0.099730000000000027 0.12640500000000002 -0.045154999999999994 1.0000000180025095e-35 0.11857000000000002 -0.080614999999999978 -0.080119999999999983 -0.010834999999999999 -0.020134999999999997 -0.0050599999999999994 0.056735000000000001 0.089005000000000015 -0.082144999999999982 -0.096434999999999979 0.090480000000000019 0.083995000000000014 -0.015069999999999998 -0.0083799999999999986 0.089635000000000006 0.088040000000000021 -0.23123999999999997 0.11365500000000002 0.10713500000000002 0.13400000000000004 0.097600000000000006 0.087470000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 8 9 10 -4 -12 -11 -14 17 -16 -17 -15 22 20 -20 -21 23 24 -19 26 27 28 29 -26
right_child=1 2 4 -5 -6 6 -8 -9 -10 12 11 -13 13 14 15 16 -18 18 19 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.5083858532421651e-07 -4.787193905609787e-07 5.9128704180928313e-08 1.0789624119362478e-06 -8.8089955681880386e-07 3.9480925994105158e-07 3.125170664475263e-07 -1.0679278029783745e-06 6.6583061288838512e-07 -5.3506667269816297e-07 -3.6770900995482711e-07 5.5007107660615545e-07 -7.2409732517233194e-07 5.2880004488997664e-07 -6.6785244367143355e-07 9.3928007517872309e-07 -6.7729881201874218e-07 3.3768900789408621e-07 4.5431596390699269e-07 1.8065720495944301e-06 -1.379237333562092e-06 -4.1556685914656555e-07 2.8271819810957563e-07 -1.0724140980755693e-06 5.7264708686943787e-07 -1.6717292755172278e-08 -3.9518406354706787e-07 6.5678496346506459e-07 3.5543126508084404e-07 -5.9422348073212563e-07 3.9959829427113261e-07
leaf_weight=24 22 31 21 20 34 28 25 25 22 30 26 23 20 28 21 23 37 20 28 21 20 28 20 20 2312 48 21 46 24 53
leaf_count=24 22 31 21 20 34 28 25 25 22 30 26 23 20 28 21 23 37 20 28 21 20 28 20 20 2312 48 21 46 24 53
internal_value=0 -2.71821e-09 6.87323e-10 -3.0951e-07 5.91882e-09 1.49666e-09 -3.38636e-07 7.63457e-09 1.98384e-09 6.07212e-09 2.90083e-07 -4.8008e-08 -9.77801e-10 2.96555e-09 -8.31093e-10 2.05451e-07 -5.13897e-08 -7.04486e-09 -9.16056e-11 2.18812e-07 8.80681e-07 -4.29548e-07 -8.37308e-09 -7.97421e-12 -4.54565e-09 -8.21068e-09 -6.47684e-10 -6.31753e-09 -1.3283e-08 -7.3876e-09
internal_weight=0 3097 3075 51 3024 2990 53 2937 2912 2890 70 49 2820 2790 2770 81 60 2689 2661 97 48 49 2564 2544 2524 2504 2456 2435 2389 2365
internal_count=3121 3097 3075 51 3024 2990 53 2937 2912 2890 70 49 2820 2790 2770 81 60 2689 2661 97 48 49 2564 2544 2524 2504 2456 2435 2389 2365
is_linear=0
shrinkage=0.1


Tree=8635
num_leaves=31
num_cat=0
split_feature=448 0 148 148 1348 147 132 1203 393 50 131 400 16 16 151 12 133 3 15 33 34 34 45 1366 457 13 13 3 0 0
split_gain=3.73842e-10 9.39743e-10 3.53766e-10 6.64533e-10 4.03156e-10 2.90419e-10 3.00052e-10 8.37166e-09 5.00158e-09 1.2105e-09 3.57824e-10 3.52284e-10 5.03118e-10 3.04108e-10 8.95877e-10 1.11059e-09 1.33419e-09 9.87457e-10 6.93445e-10 4.61978e-10 3.63102e-10 4.80321e-10 4.29219e-10 5.46648e-10 6.13396e-10 2.29546e-09 6.29689e-10 1.18124e-09 2.29671e-09 9.0669e-10
threshold=0.068920000000000023 -0.26609999999999995 -0.098399999999999974 -0.085409999999999986 0.090600000000000014 0.091170000000000015 -0.083284999999999984 0.089165000000000008 0.12679500000000002 0.10022000000000002 -0.076979999999999979 0.10782000000000001 -0.090764999999999985 -0.5009849999999999 0.0014250000000000003 0.086915000000000006 0.085075000000000026 -0.081924999999999984 -0.15914499999999995 -0.0066799999999999993 -0.086059999999999984 -0.083494999999999986 0.094030000000000016 -0.083699999999999983 -0.090804999999999983 -0.082574999999999982 -0.13710499999999998 -0.080884999999999985 -0.14226499999999997 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 9 13 10 -5 12 -12 14 15 16 18 -17 -8 -15 -21 -22 23 -23 25 -25 27 28 -26 -28
right_child=-2 2 3 4 -6 -7 8 -9 -10 -11 11 -13 -14 19 -16 17 -18 -19 -20 20 21 22 -24 24 26 -27 29 -29 -30 -31
leaf_value=6.5402400650782511e-07 -4.3096057368074985e-07 -3.6226085024248243e-07 5.7584344318684085e-07 2.9335336355342733e-07 -3.9456481886190887e-07 2.6856499530936161e-07 -3.7784782066272318e-07 1.9592952756139231e-06 -1.5872200310695918e-06 -8.3616886456638908e-07 3.5726155143210832e-07 -3.9256357387455808e-07 -1.2583669286263848e-07 3.9254859104638006e-07 -7.5637231475411684e-07 -1.0669362549009521e-08 -8.2299179846907181e-07 8.8504772492115077e-07 2.1515662148064567e-07 4.0862236107906052e-07 -4.4463052208953971e-07 -4.2995252158561925e-07 -3.8440302971208345e-07 8.4807626845102077e-07 8.2418020091219146e-08 -3.5916569873149587e-07 2.326650968254501e-07 -2.6919096173809869e-08 -1.4149230031534899e-06 7.2427127328700906e-10
leaf_weight=22 20 27 20 31 26 40 33 22 20 20 29 29 84 31 20 32 28 20 49 22 24 28 28 36 21 28 184 121 20 2006
leaf_count=22 20 27 20 31 26 40 33 22 20 20 29 29 84 31 20 32 28 20 49 22 24 28 28 36 21 28 184 121 20 2006
internal_value=0 2.77491e-09 -1.87838e-09 1.3098e-09 -2.48e-09 9.11289e-10 -2.69834e-09 1.11075e-07 -1.15901e-08 -9.96034e-08 -1.44514e-08 -8.16482e-08 -1.85573e-09 -5.12249e-11 -1.24934e-07 -4.69786e-08 -2.27001e-07 3.33837e-07 -2.34915e-08 8.86547e-09 4.14181e-09 5.76679e-10 4.89908e-09 9.35917e-09 1.44505e-08 3.19908e-07 6.13876e-09 -1.84104e-07 -6.47992e-07 2.02115e-08
internal_weight=0 3101 3079 3052 3032 3006 2966 215 2751 193 173 142 113 2731 182 162 110 52 82 2549 2518 2496 2472 2444 2416 64 2352 162 41 2190
internal_count=3121 3101 3079 3052 3032 3006 2966 215 2751 193 173 142 113 2731 182 162 110 52 82 2549 2518 2496 2472 2444 2416 64 2352 162 41 2190
is_linear=0
shrinkage=0.1


Tree=8636
num_leaves=31
num_cat=0
split_feature=1366 46 44 1428 475 156 43 1420 1429 1429 0 1446 1455 42 1447 2 156 1447 1447 15 479 158 1213 1213 1213 1213 403 2 1210 16
split_gain=3.15656e-10 4.22861e-10 1.39369e-09 4.52582e-10 1.46698e-09 5.80148e-10 4.41583e-10 3.56821e-10 7.22566e-10 4.19079e-10 6.99299e-10 5.31604e-10 6.96701e-10 1.37935e-09 4.35014e-10 1.4445e-09 9.32269e-10 6.3151e-10 1.22003e-09 3.49741e-09 1.33944e-09 7.80786e-10 5.52888e-10 5.28031e-09 4.01071e-09 3.75606e-09 1.5488e-09 2.96039e-09 2.41224e-09 7.43948e-10
threshold=-0.087024999999999977 0.10253500000000002 0.084760000000000016 -0.020064999999999996 0.05680000000000001 -0.093169999999999989 -0.077604999999999993 -0.079539999999999986 0.08759500000000002 0.11475 -0.066089999999999996 0.111445 -0.11962499999999998 0.08733500000000001 -0.086849999999999997 0.086330000000000004 -0.07414999999999998 -0.085709999999999995 -0.082344999999999988 0.086885000000000004 0.10713500000000002 0.13634500000000002 -0.084619999999999987 -0.087969999999999979 -0.082254999999999981 -0.090324999999999989 -0.0047449999999999992 0.084755000000000011 -0.079504999999999978 -0.091114999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 8 -7 11 -11 12 13 -9 15 -14 -16 -18 19 -19 21 22 23 25 -24 26 27 -20 -28 -30
right_child=1 -3 -4 5 -6 7 -8 9 -10 10 -12 -13 14 -15 16 -17 17 18 20 -21 -22 -23 24 -25 -26 -27 28 -29 29 -31
leaf_value=3.612604762300483e-07 1.9116648763883857e-07 -3.8965832247177857e-07 8.327727886126014e-07 4.6017980679380347e-08 -9.5787059080976181e-07 -5.0297345771865277e-07 7.1053513522656436e-07 -1.1582759693595791e-07 2.1376383562648533e-07 -9.6769022093212692e-08 7.394720864795091e-07 -3.7125994892378983e-07 -2.7543237702222823e-07 1.008629871961375e-06 -6.4540509297132862e-07 7.4293904920826518e-07 4.4270664551321158e-07 3.2303552883503371e-07 1.3638389440018273e-06 -1.2865227029545135e-06 6.9915077039729143e-07 5.9843127536125745e-07 -1.4387842543328589e-06 1.305581489050107e-06 -1.6550669001901596e-08 -1.3239894430160435e-06 -9.7552826449032202e-07 -1.7632688608360837e-07 5.1822302324922023e-07 -5.1276129048110982e-08
leaf_weight=24 25 28 20 20 20 39 20 24 22 20 20 39 26 20 23 30 31 27 24 27 27 21 20 33 2306 21 25 26 32 81
leaf_count=24 25 28 20 20 20 39 20 24 22 20 20 39 26 20 23 30 31 27 24 27 27 21 20 33 2306 21 25 26 32 81
internal_value=0 -2.80371e-09 7.25755e-10 -4.73208e-09 -3.19517e-07 -1.65995e-11 3.78277e-07 -5.12177e-09 -2.44478e-07 -9.2238e-11 3.21352e-07 -4.58324e-09 4.80634e-10 3.95289e-07 -5.76814e-09 2.70124e-07 -1.14399e-08 -6.04148e-09 -1.12517e-08 -4.81744e-07 -1.53968e-09 -8.84699e-09 -1.38131e-08 1.3004e-07 -2.87797e-08 -5.55721e-08 8.61128e-08 5.62953e-07 -8.66553e-08 1.09998e-07
internal_weight=0 3097 3069 3049 45 3004 40 2964 61 2903 40 2863 2824 44 2780 56 2724 2701 2670 54 2616 2589 2568 242 2326 209 188 50 138 113
internal_count=3121 3097 3069 3049 45 3004 40 2964 61 2903 40 2863 2824 44 2780 56 2724 2701 2670 54 2616 2589 2568 242 2326 209 188 50 138 113
is_linear=0
shrinkage=0.1


Tree=8637
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 0 12 12 1204 43 448 0 45 49 157 484 49 12 151 4 133 49 3 1456 133 0 0 10 0 15 160
split_gain=3.23731e-10 2.0106e-09 1.26263e-09 3.01355e-10 4.02359e-10 4.22246e-10 6.22622e-10 3.39957e-10 4.645e-10 3.00308e-10 7.3841e-10 3.66514e-10 3.869e-10 1.51053e-09 2.41117e-09 2.06323e-09 3.22999e-09 1.36423e-09 8.8401e-10 1.97269e-09 8.0179e-10 7.43519e-10 6.27884e-10 6.00054e-10 5.95074e-10 8.2164e-09 5.39408e-09 1.74975e-09 2.23331e-09 9.53609e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.098289999999999975 -0.092089999999999991 0.11418000000000002 0.097145000000000023 -0.0030749999999999996 -0.0065949999999999993 0.068920000000000023 -0.26609999999999995 0.10041000000000001 0.10440000000000001 -0.087424999999999989 0.086135000000000017 0.11560500000000001 0.084795000000000023 -0.27559499999999998 0.056795000000000005 0.099660000000000012 0.10247500000000002 -0.042499999999999989 0.10959500000000001 0.097125000000000003 -0.10224499999999999 -0.10096999999999999 -1.0000000180025095e-35 -0.10836499999999999 -0.091184999999999988 0.098320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 8 -6 10 -3 12 20 -14 15 16 -15 -17 23 21 22 -20 24 -19 26 -26 -12 29 -29 -28
right_child=1 9 -4 4 5 -7 -8 -9 -10 -11 11 -13 13 14 -16 17 -18 18 19 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-3.3123638577389362e-07 9.8385133003917196e-07 5.8161817626321204e-07 -7.5728677839176982e-07 4.4408231246961805e-07 -1.3496065776053001e-07 -3.8338427350887677e-07 5.2852421700580723e-07 -3.2142180991672144e-07 4.2151648926846974e-07 -3.8434387334973512e-07 -1.6996131635949041e-06 3.7376049857147549e-07 -9.3321529277545783e-07 -1.7146273523849233e-06 7.1768828440050522e-07 5.251499500830575e-07 -1.3729867896779831e-07 -1.5643532373403668e-07 -7.4041860216311765e-07 8.8732099328581166e-07 6.2367792917852748e-07 9.1458513328358429e-08 -4.0570668187609886e-07 -9.2178974711032433e-07 2.049378281014924e-06 1.2479952625113698e-08 -1.4016846398179507e-07 1.3219158458490537e-06 -1.5461212882428301e-07 3.4389847369422828e-07
leaf_weight=28 21 22 27 20 40 28 22 33 24 20 20 26 21 20 35 39 37 21 21 20 21 22 37 20 20 2016 353 21 20 46
leaf_count=28 21 22 27 20 40 28 22 33 24 20 20 26 21 20 35 39 37 21 21 20 21 22 37 20 20 2016 353 21 20 46
internal_value=0 8.91852e-09 -1.16378e-07 -2.76367e-08 2.32663e-08 -3.39876e-08 4.82234e-08 -6.07108e-08 7.37183e-08 1.8047e-09 4.50693e-09 3.00422e-11 -3.42796e-09 -1.2063e-07 -4.80165e-08 -1.82015e-07 -6.90747e-07 2.07666e-08 -1.68377e-07 6.68209e-08 8.31982e-09 -3.14807e-07 3.21816e-09 -5.29779e-07 9.27994e-09 3.24888e-08 -9.34444e-08 -2.04367e-08 6.01658e-07 -8.43612e-08
internal_weight=0 2899 222 195 167 147 119 97 64 2878 2858 2836 2810 256 235 200 57 143 104 63 2554 43 2533 41 2496 2036 460 440 41 399
internal_count=3121 2899 222 195 167 147 119 97 64 2878 2858 2836 2810 256 235 200 57 143 104 63 2554 43 2533 41 2496 2036 460 440 41 399
is_linear=0
shrinkage=0.1


Tree=8638
num_leaves=31
num_cat=0
split_feature=146 142 45 3 1429 156 1429 47 0 15 47 47 3 1365 1429 1429 1429 13 0 401 1210 401 391 475 51 1373 150 150 1186 132
split_gain=2.93917e-10 8.85072e-10 5.03456e-10 4.24219e-09 4.94013e-10 9.13091e-10 8.44932e-10 3.92842e-10 2.7847e-09 9.64623e-09 2.98485e-09 1.47418e-09 8.3744e-10 8.14913e-10 7.92085e-10 7.44786e-10 7.73617e-10 5.69024e-10 5.25985e-10 4.14026e-09 3.32785e-09 1.3933e-09 1.8307e-09 1.23708e-09 3.32506e-09 2.58024e-09 8.93992e-09 2.10386e-09 1.13277e-09 1.72757e-09
threshold=0.087720000000000006 -0.057499999999999989 0.083445000000000005 0.096675000000000011 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 0.092165000000000011 -0.10224499999999999 -0.11033999999999998 0.09550500000000002 0.089785000000000018 -0.034684999999999994 0.085025000000000017 -0.08262499999999999 -0.069929999999999978 -0.026244999999999997 -0.020934999999999999 -0.083804999999999977 0.11602000000000001 -0.41266499999999995 0.10711000000000001 -0.084829999999999975 -0.086279999999999982 -0.085734999999999992 1.0000000180025095e-35 0.090480000000000019 0.12965000000000002 -0.089559999999999987 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6 11 9 17 -10 13 -12 14 -8 -16 -17 -9 19 21 -20 22 -18 24 -24 27 -27 -25 -22 -30
right_child=-2 2 3 -5 5 -7 7 8 10 -11 12 -13 -14 -15 15 16 18 -19 20 -21 28 -23 23 25 -26 26 -28 -29 29 -31
leaf_value=6.4958776095279196e-07 -3.6421693568978632e-07 4.8665485887037609e-07 -1.4402233267674092e-06 4.5290004831501616e-07 6.0821886608130668e-07 -6.7348656443755325e-07 -5.6015648647189663e-07 3.3029300749926587e-07 1.173138245100993e-06 -2.5172827849928584e-06 3.7557660830608835e-08 8.27222991165141e-07 -5.0583800552150188e-07 5.9787804922922556e-07 5.9854747697889779e-07 -5.8986661315429962e-07 -9.188267334845636e-07 -3.1828176538795105e-07 1.2971220588128963e-06 -1.4696641355271822e-06 -6.6727946150619936e-07 6.7831242220555466e-07 1.7531177443994116e-07 -6.4846688087156242e-09 -1.5007268195788016e-06 -7.4069455319080264e-07 2.023282816480787e-06 -9.7388581747034788e-07 4.514130052999271e-07 8.7613510202837632e-09
leaf_weight=21 22 21 20 29 23 20 25 31 22 20 171 22 34 23 21 22 23 24 21 20 23 28 29 995 20 22 25 23 95 1226
leaf_count=21 22 21 20 29 23 20 25 31 22 20 171 22 34 23 21 22 23 24 21 20 23 28 29 995 20 22 25 23 95 1226
internal_value=0 2.58959e-09 -1.82463e-09 -3.19803e-07 3.3193e-09 -5.50495e-11 4.45252e-09 -2.30992e-10 -1.08319e-07 -6.36604e-07 6.62243e-08 1.20269e-08 -5.25665e-08 5.23613e-09 2.95772e-11 5.43052e-09 5.8781e-10 4.72786e-08 5.68193e-09 -4.30623e-08 4.79984e-08 -1.85713e-08 -3.57329e-08 -1.75003e-08 -5.08786e-07 5.10345e-09 7.29506e-07 -2.83415e-08 2.84808e-08 4.05947e-08
internal_weight=0 3099 3078 49 3029 3008 2988 2965 302 75 227 2663 205 2641 2618 2593 2572 55 2550 1185 1365 1165 1137 1114 49 1065 47 1018 1344 1321
internal_count=3121 3099 3078 49 3029 3008 2988 2965 302 75 227 2663 205 2641 2618 2593 2572 55 2550 1185 1365 1165 1137 1114 49 1065 47 1018 1344 1321
is_linear=0
shrinkage=0.1


Tree=8639
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1375 1429 12 51 457 448 1348 457 1375 120 11 2 33 52 47 47 47 1 1 39 0 2 52 4 2 2 2
split_gain=3.55135e-10 1.69398e-09 1.0422e-09 3.23881e-10 2.53595e-09 3.15392e-09 1.53075e-09 5.2592e-10 1.27799e-09 8.56815e-10 4.52925e-10 3.79315e-10 2.84572e-10 6.99039e-10 8.7202e-10 6.85181e-10 6.53163e-10 6.36314e-10 3.04191e-09 2.72475e-09 4.77706e-10 2.14349e-09 8.96048e-10 7.26229e-10 5.3257e-10 1.28267e-09 1.2456e-09 1.09914e-09 2.17747e-09 1.41781e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.090674999999999992 0.083715000000000026 0.083645000000000011 0.089355000000000004 0.11612500000000002 0.030280000000000001 0.089175000000000018 0.096470000000000014 -0.068444999999999992 1.0000000180025095e-35 -0.011194999999999998 0.31358000000000003 -0.009184999999999997 -0.057699999999999994 0.094160000000000008 0.091210000000000013 0.09717000000000002 0.13501500000000002 0.13756000000000004 0.089790000000000023 -0.10224499999999999 0.13404500000000005 1.0000000180025095e-35 0.15285000000000001 0.11728500000000001 0.11510000000000002 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 8 9 10 11 -5 13 -13 15 -15 -14 18 20 -19 24 -22 23 -23 27 26 -26 28 29 -17
right_child=1 3 -4 7 -6 -7 -8 -9 -10 -11 -12 12 16 14 -16 17 -18 19 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.1277367145289061e-08 9.0421468333564323e-07 -9.5111376819680859e-07 -7.0418388102350754e-07 3.3182613839875965e-07 -1.0374349208177593e-06 1.1522103634542008e-06 2.7130399317343294e-07 5.0727665444312498e-07 -6.9285199253079975e-07 5.6190493304646746e-07 -4.6824192054373273e-07 5.5810015762448451e-07 1.6782198088094448e-07 -5.0245925220022202e-07 5.9210969101286549e-07 1.0225996216622585e-08 -6.1356485573419972e-07 1.1668582861131446e-06 -1.2110537102758136e-06 4.9341423101386308e-08 -1.0366231613545551e-06 -6.3347090843990365e-08 -4.0042360426184587e-07 7.8884343366780742e-07 1.2266610689909176e-07 -2.192845340320468e-07 1.2017232941730072e-06 -3.1724252346791783e-07 7.9651491217548808e-07 -7.6314279529772961e-07
leaf_weight=195 21 21 27 36 25 21 20 21 26 28 20 23 20 27 25 1930 23 24 21 240 24 20 25 20 23 31 20 105 35 24
leaf_count=195 21 21 27 36 25 21 20 21 26 28 20 23 20 27 25 1930 23 24 21 240 24 20 25 20 23 31 20 105 35 24
internal_value=0 9.33177e-09 -1.21901e-07 2.80205e-09 -1.87204e-07 1.55631e-07 -3.54812e-07 8.72485e-09 4.94521e-09 1.1557e-08 5.88331e-09 9.40056e-09 5.0369e-09 9.22954e-09 4.36292e-09 -1.35669e-09 -2.50129e-07 3.9658e-09 -1.30665e-08 1.50934e-07 -1.91996e-09 -2.28984e-07 6.92206e-08 3.62748e-07 7.40142e-09 2.71054e-07 6.24553e-07 -1.91581e-09 1.47304e-08 7.27096e-10
internal_weight=0 2899 222 2878 87 62 41 2791 2770 2744 2716 2696 2660 2617 2594 2569 43 2542 2278 264 2257 89 65 40 2168 74 43 2094 1989 1954
internal_count=3121 2899 222 2878 87 62 41 2791 2770 2744 2716 2696 2660 2617 2594 2569 43 2542 2278 264 2257 89 65 40 2168 74 43 2094 1989 1954
is_linear=0
shrinkage=0.1


Tree=8640
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 42 2 399 15 1212 402 1212 402 1212 403 133 133 402 42 1209 403 12 2 403 401 402 1210 129 129 1185 393
split_gain=2.87667e-10 1.37211e-09 8.84503e-10 5.80256e-10 3.21533e-10 6.64276e-10 7.01714e-10 3.6285e-10 2.85011e-10 4.94458e-09 3.72185e-09 6.50568e-10 6.14744e-10 3.11597e-09 5.17609e-10 5.49986e-10 5.00641e-10 4.91066e-10 4.58191e-10 5.78555e-10 2.78752e-09 1.21391e-09 6.85687e-10 5.80349e-10 1.87294e-09 1.33795e-09 4.20408e-10 5.23249e-10 3.71756e-10 5.46713e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.049004999999999993 0.089125000000000024 0.085965000000000014 0.084510000000000016 -0.089544999999999986 0.23460000000000003 -0.094469999999999985 0.11522000000000002 -0.063924999999999996 0.0033700000000000002 -0.093189999999999981 -0.15387499999999996 0.10999000000000002 0.086375000000000021 -0.084519999999999984 -0.5335399999999999 0.09141500000000001 0.090935000000000016 -0.52336499999999997 -1.0000000180025095e-35 -0.45015499999999992 0.014175000000000002 -0.08133 -1.0000000180025095e-35 0.090595000000000009 0.09389500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -6 10 11 14 12 13 -10 15 -3 18 -16 -14 20 -20 -22 -21 24 -24 26 -25 -28 29 -29
right_child=1 8 -4 -5 7 -7 -8 -9 9 -11 -12 -13 16 -15 17 -17 -18 -19 19 22 21 -23 23 25 -26 -27 27 28 -30 -31
leaf_value=-8.1148572974143471e-07 8.1379034782003152e-07 9.9270481128273385e-09 -6.7003120739173035e-07 -5.3545225338915596e-07 3.1847563770484427e-08 2.2024638184348079e-07 -4.6788787434100717e-08 4.8411697453805873e-07 -4.5997390868042961e-07 -1.4042639377294108e-06 1.3662290625472366e-06 4.3688617876926267e-07 -4.3431552683159684e-07 1.1352414703651449e-06 -2.291859535337911e-07 -6.8944264725083179e-07 -4.5820839034149685e-07 3.3170333142069273e-07 1.2804484242678883e-06 -5.1377446740074312e-07 -6.2286443309744759e-07 4.3200372601859276e-07 -7.7701938827041374e-07 4.1970680015879229e-07 3.5625237342173935e-07 8.2453386625047646e-07 -5.1027021186200727e-07 1.8117610994150109e-09 -4.0579593587608545e-07 4.3870103386344952e-07
leaf_weight=20 21 22 25 21 68 34 30 24 24 25 21 35 24 25 27 23 24 37 20 26 24 20 35 24 25 20 20 2326 22 29
leaf_count=20 21 22 25 21 68 34 30 24 24 25 21 35 24 25 27 23 24 37 20 26 24 20 35 24 25 20 20 2326 22 29
internal_value=0 8.40018e-09 -1.09711e-07 -3.86043e-08 2.06786e-08 -1.20774e-07 -3.52668e-07 1.49831e-07 2.52347e-09 -4.32114e-09 1.47208e-07 8.53181e-09 2.95428e-09 3.53911e-07 -8.76494e-08 -3.47529e-07 -3.56217e-09 9.50782e-08 6.1049e-10 4.63914e-09 3.01567e-07 -1.43379e-07 -2.881e-09 2.43017e-09 -3.04823e-07 9.98247e-09 3.25342e-09 -9.16324e-10 3.36936e-09 7.19171e-09
internal_weight=0 2899 222 197 176 84 50 92 2878 2748 130 2723 2688 49 109 45 2639 64 2615 2591 64 44 2527 2501 60 2441 2421 2397 2377 2355
internal_count=3121 2899 222 197 176 84 50 92 2878 2748 130 2723 2688 49 109 45 2639 64 2615 2591 64 44 2527 2501 60 2441 2421 2397 2377 2355
is_linear=0
shrinkage=0.1


Tree=8641
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 131 133 16 399 47 2 47 47 484 1 49 47 4 48 146 1366 148 147 447 147 10 2 2 2 484 16
split_gain=3.03951e-10 9.07081e-09 5.5818e-09 1.3545e-09 3.01089e-10 3.57873e-10 4.46604e-10 3.25271e-10 2.99121e-10 3.49767e-09 1.30203e-09 5.93759e-10 5.15451e-10 6.02537e-10 1.49628e-09 1.32497e-09 6.98345e-10 5.97354e-10 4.95349e-10 7.17039e-10 6.83155e-10 4.7479e-10 1.07083e-09 5.05983e-10 5.87742e-10 7.63038e-10 2.43271e-09 2.33692e-09 1.3678e-09 2.56629e-09
threshold=-0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.089480000000000018 -0.076979999999999979 -0.37971999999999995 -0.076354999999999992 0.10432500000000001 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.097970000000000015 -0.078424999999999981 0.099990000000000009 0.11560500000000001 0.10843500000000002 0.058735000000000009 0.11765000000000002 0.087720000000000006 -0.081399999999999986 0.069020000000000012 0.097985000000000017 0.092655000000000015 0.090335000000000013 -0.38124499999999995 0.10613000000000002 0.10527500000000002 0.10699500000000002 0.095930000000000015 -0.44310499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 7 -7 -6 10 -10 18 -11 -13 14 -14 -15 -17 -18 19 -4 21 22 23 24 -21 26 -26 -27 29 -29
right_child=2 -3 8 -5 5 6 -8 -9 9 11 -12 12 13 15 -16 16 17 -19 -20 20 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=2.6430681501210532e-07 -1.5953753177200271e-06 2.0394532937602476e-06 5.5633059729368983e-07 -8.8152783973782788e-07 -5.8595723544385698e-07 -7.6491830991855464e-08 4.4992026346335481e-07 -2.8744966584781653e-08 -1.3682564973294121e-06 -3.6995310255717507e-07 7.9896801247784983e-07 -2.8060206078022864e-07 1.5509280073394035e-07 9.3473834211814075e-07 -8.2782201231912914e-07 4.56960081670651e-07 -3.5242001335913495e-07 2.1206683260134997e-07 -4.7535142092177312e-07 4.0662039128373339e-07 5.8922612279133101e-07 -3.8026995810014344e-07 7.0195800028407327e-07 -4.6567158906525394e-07 1.5244021310282142e-08 -1.0740243880628479e-06 1.0083192328238512e-06 -8.7708309798983934e-07 4.9693862660404873e-07 -3.5520037486079464e-08
leaf_weight=32 22 22 24 20 22 83 20 20 20 38 21 39 59 23 21 37 38 37 21 36 20 32 22 23 1855 24 25 40 40 385
leaf_count=32 22 22 24 20 22 83 20 20 20 38 21 39 59 23 21 37 38 37 21 36 20 32 22 23 1855 24 25 40 40 385
internal_value=0 1.13602e-07 -8.5717e-09 -1.01468e-07 -1.33252e-08 -7.45957e-08 2.57241e-08 -3.20618e-07 3.54972e-09 -8.8909e-08 1.4783e-08 -1.28242e-09 5.3873e-08 1.14545e-07 -1.02922e-07 2.43415e-07 1.01447e-07 -7.39398e-08 8.31742e-09 1.23384e-08 7.12027e-09 2.42965e-09 7.42817e-09 1.13507e-09 5.59933e-09 -4.94697e-10 2.84498e-08 -1.11774e-07 -6.21097e-08 -1.14726e-07
internal_weight=0 219 2902 197 177 145 103 42 2880 312 2568 292 254 215 80 135 112 75 2547 2526 2502 2482 2450 2428 2405 2369 1880 489 465 425
internal_count=3121 219 2902 197 177 145 103 42 2880 312 2568 292 254 215 80 135 112 75 2547 2526 2502 2482 2450 2428 2405 2369 1880 489 465 425
is_linear=0
shrinkage=0.1


Tree=8642
num_leaves=31
num_cat=0
split_feature=1211 132 1204 50 13 133 1213 393 1177 390 1200 1203 1185 1185 402 1210 16 1208 1209 401 1212 402 1213 1212 0 402 402 1213 1447 1447
split_gain=2.98197e-10 8.46953e-09 1.10275e-08 9.66024e-10 9.00117e-10 8.61827e-10 5.27838e-10 3.81941e-10 6.52242e-10 4.95004e-10 3.48771e-10 6.61056e-10 5.90221e-10 4.85781e-10 4.682e-10 6.40861e-10 2.00479e-09 7.45182e-10 6.64016e-10 6.43901e-10 5.73273e-10 3.93552e-09 3.57484e-09 9.73308e-10 4.07257e-09 9.19825e-10 1.25066e-09 1.17776e-09 9.38925e-10 4.05748e-09
threshold=0.080695000000000003 -0.083284999999999984 -0.077669999999999989 0.096900000000000014 -0.087184999999999985 -0.012979999999999998 -0.011639999999999998 -0.091754999999999989 -0.081144999999999981 0.088375000000000023 0.090100000000000013 0.089745000000000019 0.090595000000000009 0.085600000000000009 -0.45015499999999992 0.0028200000000000005 -0.073404999999999984 0.092250000000000013 -0.087714999999999987 -0.099524999999999988 -0.089544999999999986 0.13775000000000001 -0.085714999999999986 -1.0000000180025095e-35 -0.086409999999999987 0.11462500000000002 0.10874500000000002 0.10336000000000002 -0.086279999999999982 -0.086924999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 6 -6 -4 -1 -9 10 11 12 13 14 -10 17 -17 18 -16 -20 22 23 -21 24 -22 26 27 28 29 -25
right_child=1 2 3 -5 5 -7 -8 8 9 -11 -12 -13 -14 -15 15 16 -18 -19 19 20 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=3.8973539583745763e-07 2.0638420660645807e-06 -2.3144077249526163e-06 7.9847589745440933e-07 7.2390026712046818e-07 -5.1609909546524547e-07 2.0694976470281291e-07 8.865519137399051e-08 -5.2999332709191551e-07 -3.8327766388289153e-07 4.1965101731707197e-07 3.4717963057186418e-07 -4.5222712376404591e-07 -5.0241216816478606e-07 3.8300752365216799e-07 4.0935771204131972e-07 -9.5786942120540541e-08 1.1356532428408174e-06 -4.8380124043791453e-07 -5.3847308426275448e-07 -1.4187306456342573e-07 -5.2191577339044669e-07 -1.2160554097851708e-06 1.4120194087752226e-06 -2.2492926092714305e-08 1.4961442955296889e-06 6.6514120248939441e-07 -7.4970983179226727e-07 -7.2087665469419577e-07 -1.5018405175913138e-08 1.57198027125105e-06
leaf_weight=24 20 20 20 28 34 32 22 24 33 27 27 34 24 32 38 39 20 33 23 57 20 27 20 79 20 20 23 23 2258 20
leaf_count=24 20 20 20 28 34 32 22 24 33 27 27 34 24 32 38 39 20 33 23 57 20 27 20 79 20 20 23 23 2258 20
internal_value=0 1.26437e-07 -1.21949e-07 2.00472e-07 6.47681e-08 -1.6553e-07 4.26665e-07 -7.56181e-09 -1.08261e-08 -6.52514e-09 -1.05345e-08 -1.39317e-08 -8.62657e-09 -4.37132e-09 -8.87409e-09 -4.3317e-09 3.2165e-07 -1.15594e-08 -5.62943e-09 -1.1718e-08 -6.99839e-09 -1.53086e-08 2.61735e-07 -2.14575e-09 4.87114e-07 -1.02227e-08 -1.58437e-08 -8.7517e-09 -1.80267e-09 2.99623e-07
internal_weight=0 176 156 136 108 66 42 2945 2921 2897 2870 2843 2809 2785 2753 2720 59 2661 2628 2590 2567 2490 77 2463 40 2423 2403 2380 2357 99
internal_count=3121 176 156 136 108 66 42 2945 2921 2897 2870 2843 2809 2785 2753 2720 59 2661 2628 2590 2567 2490 77 2463 40 2423 2403 2380 2357 99
is_linear=0
shrinkage=0.1


Tree=8643
num_leaves=31
num_cat=0
split_feature=402 401 132 393 1203 1213 402 16 3 16 403 1208 403 12 2 1212 401 402 43 16 401 394 401 390 393 1212 401 42 12 43
split_gain=3.66638e-10 6.18217e-10 4.51562e-10 1.48132e-09 9.44391e-10 5.61276e-10 1.34887e-09 1.45627e-09 1.46527e-09 1.45124e-09 7.1653e-10 6.19372e-10 5.93451e-10 1.8168e-09 2.41156e-09 3.94862e-10 5.77318e-09 5.15578e-09 3.08899e-09 2.99673e-09 9.94892e-10 1.28509e-09 7.24405e-10 5.73191e-10 4.377e-10 4.23623e-10 5.81728e-10 5.28829e-10 1.47289e-09 1.09035e-09
threshold=0.31278000000000006 0.13699500000000003 -0.083449999999999983 0.12679500000000002 0.089480000000000018 0.093235000000000026 0.10491500000000002 -0.079504999999999978 -0.081459999999999991 -0.088909999999999989 -0.55276999999999987 0.11531000000000001 -0.42244999999999994 0.093765000000000015 0.086825000000000013 -0.089544999999999986 0.11336 0.13116000000000003 -0.0047449999999999992 -0.091744999999999979 0.10632500000000002 -0.10499499999999999 0.094270000000000007 0.087590000000000015 0.088255000000000014 -0.063924999999999996 -0.46360499999999999 0.11603500000000001 0.10388500000000002 -0.23229999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 10 7 9 -9 -7 -4 12 13 14 -12 17 20 18 -14 -20 21 -17 23 24 25 -23 -27 -28 -29 -30
right_child=-2 -3 3 -5 -6 6 -8 8 -10 -11 11 -13 15 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-7.1776538079480172e-08 4.16428459478387e-07 -5.3104071081510156e-07 -5.1731952589656669e-07 8.2875353345199003e-07 -7.9402295170893934e-07 -9.3999462707723293e-08 9.6314553751142288e-07 -1.0081327445732314e-06 1.508169095387757e-07 8.3691616606357106e-07 1.4417035205579768e-06 -5.4054243795083794e-07 -1.1041923518462226e-06 -2.674364143980971e-07 -2.276508711395803e-08 -6.9037921085274085e-07 -1.7037597069702314e-06 1.5466053649891944e-06 1.2152627874684186e-06 -3.0404284268877601e-07 6.297511250181743e-07 3.8431170261381864e-07 5.0015049394319096e-07 5.3041411121057534e-07 -3.8672897431979444e-07 -5.4398182214754342e-07 -1.2553613984068925e-08 7.570639620979592e-07 -6.4806578382645286e-07 2.2773321885241869e-07
leaf_weight=191 21 22 27 22 20 34 20 20 24 33 22 21 25 35 23 27 20 22 20 37 25 28 29 20 30 20 2184 34 21 44
leaf_count=191 21 22 27 22 20 34 20 20 24 33 22 21 25 35 23 27 20 22 20 37 25 28 29 20 30 20 2184 34 21 44
internal_value=0 -2.82356e-09 9.5187e-10 1.13427e-08 -1.40236e-07 5.02181e-09 2.07192e-07 7.09838e-08 -3.75978e-07 3.64511e-07 -4.73657e-09 4.14057e-10 4.67515e-09 2.7292e-07 6.93197e-07 -3.62322e-09 -1.1622e-08 1.87271e-07 -1.77429e-07 2.29047e-07 2.12403e-09 -4.31449e-09 3.37171e-09 -2.67893e-09 -7.19475e-09 -2.31014e-09 -7.01071e-09 -2.30663e-09 2.23748e-07 -5.52172e-08
internal_weight=0 3100 3078 2867 211 2845 131 111 44 67 2714 2687 2666 80 45 2586 2482 104 82 57 2462 2437 2410 2381 2361 2331 2303 2283 99 65
internal_count=3121 3100 3078 2867 211 2845 131 111 44 67 2714 2687 2666 80 45 2586 2482 104 82 57 2462 2437 2410 2381 2361 2331 2303 2283 99 65
is_linear=0
shrinkage=0.1


Tree=8644
num_leaves=31
num_cat=0
split_feature=1203 16 12 1185 402 1212 1212 1212 1211 1212 1176 1186 52 1177 402 131 402 401 1210 403 1210 2 42 1210 403 133 16 3 3 402
split_gain=3.55757e-10 8.3984e-10 7.63461e-10 4.11574e-10 3.00196e-10 7.6991e-10 6.39466e-10 5.036e-10 6.77675e-10 4.80574e-10 7.91207e-10 4.2339e-10 1.10889e-09 4.14184e-10 3.85262e-10 6.91426e-10 5.84681e-10 4.55189e-10 4.75184e-10 6.7055e-09 5.3637e-09 4.76352e-09 6.36743e-09 6.06203e-09 6.92336e-10 5.88061e-10 1.49203e-09 6.30861e-10 2.09917e-09 1.10082e-09
threshold=0.090185000000000001 -0.074319999999999983 0.090020000000000017 -0.093764999999999987 0.31278000000000006 0.15049500000000002 0.12472500000000002 0.11579500000000002 0.10809000000000001 0.10083000000000002 0.087330000000000019 -0.086714999999999987 0.086635000000000004 -0.080424999999999983 -0.45015499999999992 0.11368500000000002 -0.41906499999999997 -0.099524999999999988 -0.00046999999999999993 -0.0031149999999999997 -0.21410999999999997 0.084715000000000013 0.086325000000000013 -0.080859999999999974 -0.090774999999999981 0.41171500000000005 -0.078844999999999985 -0.094874999999999987 -0.092174999999999993 0.087880000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 7 8 9 10 11 12 -5 -13 15 -15 -16 -18 19 20 -19 23 24 -22 -23 27 -27 29 -29 -20
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 13 -14 14 16 -17 17 18 25 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-4.2661197510270825e-07 3.4202019797383538e-07 7.1820415996626259e-07 -4.515734405882458e-07 7.7773677110333978e-07 3.7478565943837614e-07 -6.2300064925580049e-07 4.2444803422573124e-07 -5.0561252237457669e-07 5.6392348737755952e-07 -3.6929089759496496e-07 5.9575686980844531e-07 -4.013765600642795e-07 -1.3422163675613776e-07 -7.3166625099929664e-07 5.354078825803299e-07 9.9854306796487448e-08 -4.5024604103021021e-07 -1.5728739521407643e-06 1.3865220142415723e-07 1.709359209911554e-06 -1.978660876744698e-06 3.2342686620741766e-07 1.712530927200362e-06 2.8438325937807758e-07 -4.026653211385251e-07 -1.0108666955943591e-06 1.8253699016151423e-07 -9.0804743111734586e-07 -2.0346733117501758e-08 -5.2002642689785718e-07
leaf_weight=23 27 23 22 24 21 20 35 20 21 36 22 27 30 20 20 20 23 21 421 24 20 24 32 29 29 20 22 27 1991 27
leaf_count=23 27 23 22 24 21 20 35 20 21 36 22 27 30 20 20 20 23 21 421 24 20 24 32 29 29 20 22 27 1991 27
internal_value=0 2.19703e-07 -1.42871e-08 -5.19142e-09 -1.98829e-09 -4.62132e-09 -4.78073e-10 -5.51957e-09 -2.10597e-09 -6.19212e-09 -1.64233e-09 -6.25221e-09 2.71093e-07 -1.16068e-08 -7.80755e-09 -3.15906e-07 -3.29329e-09 -7.26894e-09 -3.47718e-09 1.53934e-07 -8.69066e-08 1.45969e-07 5.98658e-07 -6.39308e-07 -7.38689e-08 -1.47118e-08 -3.8575e-07 -8.39244e-09 -3.22238e-08 9.89551e-08
internal_weight=0 72 49 3049 3026 3005 2985 2950 2930 2909 2873 2851 54 2797 2770 40 2730 2710 2687 179 155 134 85 49 53 2508 42 2466 2018 448
internal_count=3121 72 49 3049 3026 3005 2985 2950 2930 2909 2873 2851 54 2797 2770 40 2730 2710 2687 179 155 134 85 49 53 2508 42 2466 2018 448
is_linear=0
shrinkage=0.1


Tree=8645
num_leaves=31
num_cat=0
split_feature=13 13 484 13 1374 13 160 52 133 483 483 1 1375 2 1212 1210 2 13 16 16 0 12 52 16 2 12 43 133 1447 159
split_gain=3.14353e-10 1.28814e-09 2.57468e-09 1.95563e-09 2.06736e-09 3.80075e-09 4.91045e-09 6.96829e-09 2.1335e-09 1.43389e-09 4.14706e-09 2.24469e-09 1.36637e-09 1.33847e-09 3.39188e-09 7.37149e-09 2.77965e-09 2.7317e-09 1.91243e-09 4.35151e-09 1.62497e-09 3.86699e-09 1.59391e-09 2.67325e-09 1.50805e-09 1.05631e-09 9.4895e-10 8.85116e-10 7.16653e-10 2.15655e-09
threshold=-0.084774999999999989 -0.085584999999999981 0.085790000000000019 -0.085744999999999988 0.088460000000000011 -0.08645499999999999 -0.082459999999999992 -0.020999999999999994 0.10722500000000001 0.087520000000000014 0.085765000000000022 0.07863500000000001 0.060690000000000008 0.084885000000000002 -0.089544999999999986 -1.0000000180025095e-35 0.084305000000000005 -0.088319999999999996 -0.18708499999999997 -0.40995499999999996 -0.08824499999999999 0.08598500000000002 -1.0000000180025095e-35 -0.071854999999999988 0.10912000000000001 0.089085000000000011 -0.0019149999999999998 -0.059434999999999995 -0.086279999999999982 -0.086294999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 8 -7 -8 9 10 12 -11 13 16 -15 -16 17 20 19 24 26 -22 23 -20 -17 27 -1 -24 29 -2
right_child=28 2 -4 -5 -6 6 7 -9 -10 11 -12 -13 -14 14 15 18 -18 -19 22 -21 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.4464968874709839e-07 2.8901292468034352e-07 -1.0402687550075435e-06 3.60323364626917e-07 9.1080000598512096e-07 8.687750496486994e-07 3.4190905040532016e-07 -1.0024538852348997e-07 -2.6793058514778584e-06 9.639064245448027e-07 9.7689371580813983e-07 -1.4704112870623206e-06 -9.4637506998157295e-08 6.4163469448073693e-07 7.7532859201958432e-07 -2.0559802942960399e-06 -8.6249223520760343e-07 9.5795128562686471e-07 -1.1007700728831489e-06 -1.0896398602458899e-06 -1.8446105819691639e-06 1.3999153076135238e-06 -2.6311342778704975e-07 -3.3060555024475337e-07 3.2193799464669777e-08 1.3412295908094575e-07 8.7348645956808466e-07 1.4083600524249169e-07 4.1040696470595609e-07 2.7629425628705247e-08 -1.1126135732519332e-06
leaf_weight=36 23 35 21 22 24 24 20 22 22 34 21 46 28 33 22 22 34 21 28 20 27 29 27 88 49 25 46 40 2211 21
leaf_count=36 23 35 21 22 24 24 20 22 22 34 21 46 28 33 22 22 34 21 28 20 27 29 27 88 49 25 46 40 2211 21
internal_value=0 -5.12032e-08 -5.15047e-07 -1.9135e-08 -4.50976e-08 -7.38057e-08 -7.99149e-07 -1.45118e-06 -5.22021e-09 -3.67598e-08 -9.01186e-08 3.60763e-07 -3.9708e-08 -7.45847e-08 -1.90086e-07 -2.89334e-07 1.37268e-07 -3.82244e-08 -1.59347e-07 -5.41703e-07 1.23467e-07 5.38704e-07 7.93379e-09 -2.38594e-07 -1.74687e-07 3.18773e-07 -1.60109e-07 1.1179e-07 1.96768e-08 -3.79945e-07
internal_weight=0 866 56 810 788 764 66 42 698 676 596 80 575 547 354 321 193 159 299 91 138 56 208 116 71 92 82 67 2255 44
internal_count=3121 866 56 810 788 764 66 42 698 676 596 80 575 547 354 321 193 159 299 91 138 56 208 116 71 92 82 67 2255 44
is_linear=0
shrinkage=0.1


Tree=8646
num_leaves=31
num_cat=0
split_feature=1212 1212 13 3 481 394 128 43 13 4 1212 133 52 1212 403 1213 15 1203 12 1211 1186 402 1210 401 1210 1213 12 0 4 1209
split_gain=3.32792e-10 1.98905e-09 1.23481e-09 3.04988e-09 2.58193e-09 7.72307e-10 1.29452e-09 1.11539e-09 1.31958e-09 1.17805e-09 7.16862e-10 1.03852e-09 5.93656e-10 4.70554e-10 7.92428e-10 5.754e-10 1.91699e-09 9.87561e-10 1.58153e-09 1.26022e-09 6.52625e-10 6.17637e-10 6.92881e-10 4.32274e-10 4.82932e-10 4.76647e-09 8.34749e-09 1.3597e-08 8.21583e-09 7.34898e-10
threshold=0.087575000000000014 0.086920000000000011 -0.085584999999999981 -0.082234999999999989 -0.081834999999999977 -0.078674999999999981 0.086435000000000012 -0.03898999999999999 -0.0034749999999999994 -0.078629999999999992 0.058525000000000008 -0.012164999999999999 0.008405000000000001 0.030370000000000005 -0.55327499999999985 0.10336000000000002 0.086355000000000015 0.089165000000000008 0.090455000000000021 0.090815000000000021 -0.086714999999999987 -0.45015499999999992 0.24726500000000004 -0.099524999999999988 -0.00046999999999999993 -0.090764999999999985 0.085635000000000003 -0.083804999999999977 -0.079164999999999985 0.091830000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -2 -4 -6 7 8 -7 -9 13 -12 -11 14 -1 17 -17 19 -19 20 -16 -22 23 -23 25 -25 -27 -28 -29 -26
right_child=2 -3 4 -5 5 6 -8 9 -10 12 11 -13 -14 -15 15 16 -18 18 -20 -21 21 22 -24 24 29 26 27 28 -30 -31
leaf_value=6.2191687305812598e-07 1.380992741199331e-06 -8.4873031081908082e-07 -1.0927264270321758e-06 -4.4929806577442832e-08 -3.71113210623411e-07 -9.0601544444201048e-07 9.4212019604356104e-07 8.8276092284900194e-07 1.7943171108925072e-07 -2.0261465893655882e-07 9.2919078276805306e-09 9.088671314808986e-07 3.9063862400307557e-07 -4.9205951881958752e-07 4.1268954575841505e-07 2.3097111490201452e-07 -8.5529173849963063e-07 -1.3523997671156742e-07 1.092039777344802e-06 -8.0113637011436369e-07 -5.2618883095736076e-07 -4.5185224925732693e-07 5.5312316052632837e-07 -1.2299506541069151e-06 -1.1467607050498381e-08 2.1862970340306861e-06 -1.9541145773018799e-06 -6.0938248993438356e-08 2.4155101711931779e-06 -6.056697450113851e-07
leaf_weight=20 24 28 20 40 29 21 20 24 24 37 33 21 31 20 37 33 32 21 21 20 23 22 22 20 2352 22 25 37 21 21
leaf_count=20 24 28 20 40 29 21 20 24 24 37 33 21 31 20 37 33 32 21 21 20 23 22 22 20 2352 22 25 37 21 21
internal_value=0 -1.0042e-08 1.06117e-07 4.89791e-07 -1.30828e-08 1.03008e-07 1.90584e-07 8.08712e-08 -3.2711e-07 2.80427e-07 -1.72346e-09 3.59127e-07 6.7839e-08 -8.76062e-09 -5.24444e-09 -9.84071e-09 -3.03804e-07 -2.66818e-09 4.784e-07 -1.03741e-08 -4.29596e-09 -1.0311e-08 -5.6433e-09 -1.05214e-08 -6.6346e-09 1.84941e-07 4.54444e-07 -4.6008e-09 8.35707e-07 -1.6726e-08
internal_weight=0 2851 270 64 206 186 157 137 45 92 2823 54 68 2769 2749 2729 65 2664 42 2622 2602 2565 2542 2520 2498 125 105 83 58 2373
internal_count=3121 2851 270 64 206 186 157 137 45 92 2823 54 68 2769 2749 2729 65 2664 42 2622 2602 2565 2542 2520 2498 125 105 83 58 2373
is_linear=0
shrinkage=0.1


Tree=8647
num_leaves=31
num_cat=0
split_feature=1208 1208 44 158 158 482 49 482 1 482 483 482 453 13 482 33 1429 1429 1419 159 131 481 159 133 160 2 16 42 12 13
split_gain=4.08918e-10 6.61377e-10 2.8982e-10 9.95939e-10 3.8732e-10 5.19531e-10 9.76178e-10 6.85138e-10 2.05801e-09 1.3098e-09 2.47848e-09 1.54093e-09 4.91957e-10 9.75563e-10 8.29444e-10 5.12246e-10 4.9285e-10 9.83634e-10 6.12729e-10 5.55267e-10 1.80418e-09 4.46556e-09 1.70549e-09 3.91642e-09 2.51429e-09 1.35843e-09 3.98586e-09 3.78805e-09 4.33849e-09 1.6521e-09
threshold=0.12461500000000002 0.10737500000000001 0.099360000000000018 -0.47356499999999996 -0.46695499999999995 0.11117500000000001 0.006170000000000001 0.098465000000000011 0.16540500000000002 0.089605000000000018 0.088610000000000008 0.087425000000000017 0.086430000000000021 -0.082904999999999993 0.084620000000000015 -0.0066799999999999993 0.12387000000000002 0.11475 0.099095000000000016 -0.015149999999999999 0.09055500000000001 -0.088384999999999977 -0.025879999999999997 -0.0081349999999999981 -0.55248999999999981 0.083715000000000026 -0.039889999999999988 0.090545000000000014 0.09364500000000002 -0.085744999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 8 9 11 -11 12 14 -14 15 -6 17 18 19 20 21 -17 24 -24 -23 26 -26 29 -29 -27
right_child=-2 -3 -4 4 5 6 -8 -9 -10 10 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 22 23 -25 25 27 -28 28 -30 -31
leaf_value=6.0650059165507428e-07 -4.507199793124528e-07 5.0514517511146553e-07 -2.9609607453852678e-07 -3.610784439918765e-07 4.0504699162132358e-07 8.1815012358468024e-07 -7.1991728337447318e-08 -4.8906130862452961e-07 9.216009699978637e-07 3.5988719768992644e-08 -1.345747230359285e-06 8.3479089312277217e-07 8.4645805120686646e-07 -5.519015852920954e-08 -5.9635106216167821e-07 1.4639912183156413e-06 -4.9302075835623241e-07 6.9199711276723981e-07 -5.3748755652288149e-07 -2.5962165402022941e-08 -5.7601843942783099e-07 -1.099239298412158e-06 1.5902419486286075e-06 -3.1898611366289387e-07 -1.4938286148983882e-07 -2.9996572701496375e-07 1.6297306046908488e-06 -1.9110697256305038e-06 7.6956770865011928e-08 4.2120871076555926e-07
leaf_weight=27 20 26 33 30 30 22 28 29 24 34 21 22 20 30 24 25 21 20 22 2272 35 20 22 21 34 47 20 21 23 98
leaf_count=27 20 26 33 30 30 22 28 29 24 34 21 22 20 30 24 25 21 20 22 2272 35 20 22 21 34 47 20 21 23 98
internal_value=0 2.90733e-09 -1.33924e-09 1.85832e-09 -3.55639e-09 3.68004e-11 3.19671e-07 -5.40841e-09 -5.81868e-10 -8.26139e-09 -4.91583e-07 1.14176e-09 -5.39667e-09 3.05469e-07 -1.10385e-08 -5.8948e-09 -1.04591e-08 -6.67786e-09 -1.19311e-08 -7.5481e-09 1.0676e-07 1.78957e-07 7.39707e-08 6.57828e-07 -2.14889e-08 6.72148e-08 5.09548e-07 -5.91661e-08 -8.71874e-07 1.87449e-07
internal_weight=0 3101 3075 3042 3015 2985 50 2935 2906 2882 55 2827 2805 50 2755 2731 2701 2680 2660 2638 366 331 306 43 263 243 54 189 44 145
internal_count=3121 3101 3075 3042 3015 2985 50 2935 2906 2882 55 2827 2805 50 2755 2731 2701 2680 2660 2638 366 331 306 43 263 243 54 189 44 145
is_linear=0
shrinkage=0.1


Tree=8648
num_leaves=31
num_cat=0
split_feature=1208 1208 421 9 12 33 9 34 2 146 147 147 147 447 43 43 3 1373 1375 457 151 484 15 482 49 402 12 0 2 43
split_gain=3.31226e-10 5.3571e-10 3.09898e-10 7.39947e-10 1.09462e-09 6.20301e-10 6.99154e-10 4.46609e-10 8.72349e-10 3.47556e-10 7.32063e-10 8.00775e-10 4.26721e-10 3.51775e-10 3.34396e-10 1.84398e-09 4.01897e-09 1.66654e-09 2.20841e-09 1.56469e-09 1.3079e-09 1.11113e-09 3.20066e-09 2.30755e-09 1.03572e-09 1.07241e-09 3.74989e-09 1.3754e-09 3.0843e-09 2.87374e-09
threshold=0.12461500000000002 0.10737500000000001 -1.0000000180025095e-35 0.092890000000000014 -0.015429999999999998 -0.009184999999999997 0.085555000000000006 -0.08786999999999999 -0.045829999999999989 0.086030000000000009 0.099730000000000027 0.093875000000000014 0.090425000000000019 0.089095000000000021 -0.081944999999999976 -0.08287499999999999 -0.082234999999999989 0.081220000000000014 -0.15308499999999997 0.085360000000000005 -0.23213499999999995 0.090535000000000018 -0.067579999999999987 0.086210000000000023 -0.011279999999999997 0.073745000000000019 0.090345000000000023 -0.067094999999999988 0.10882500000000002 -0.15879999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 -7 -9 10 11 12 13 14 15 17 -17 18 -10 21 -16 23 -23 24 -20 27 -27 28 -26 -29
right_child=-2 -3 3 4 -6 6 -8 8 9 -11 -12 -13 -14 -15 20 16 -18 -19 19 -21 -22 22 -24 -25 25 26 -28 29 -30 -31
leaf_value=-3.9355661584750124e-07 -4.0564758478467412e-07 4.5463066380936937e-07 -4.7313413265978203e-07 -1.2338533049874708e-07 8.6521953027348301e-07 4.6642929135032324e-07 5.4896009843382079e-07 -6.3506604949349246e-07 1.0805363751842379e-06 -3.9896123666949283e-07 5.7466735887084563e-07 -6.0538729940162739e-07 4.3896162804848224e-07 -4.0147534001923967e-07 -6.0301880324686871e-07 1.6257346417254983e-06 -5.7590480113307229e-08 -6.6221056986900562e-07 -2.6599223851926098e-07 8.0791669603286216e-07 -1.0696299846118555e-08 -1.1906566412684633e-06 3.5015992020467263e-07 8.7969050431032279e-07 1.1431821416968012e-07 -1.4162103252060443e-06 2.5685398815914747e-07 -1.9549956946874366e-07 -9.6979476442639075e-07 9.581875230537662e-07
leaf_weight=20 20 26 28 21 24 20 23 22 20 22 22 22 22 22 38 23 37 35 132 24 1963 28 26 30 276 21 37 38 29 50
leaf_count=20 20 26 28 21 24 20 23 22 20 22 22 22 22 22 38 23 37 35 132 24 1963 28 26 30 276 21 37 38 29 50
internal_value=0 2.61862e-09 -1.20327e-09 1.36533e-09 4.03871e-07 -4.6522e-09 -2.53304e-10 -4.52228e-09 -7.72713e-09 -2.99574e-09 1.33263e-11 -4.38709e-09 2.50585e-10 -3.16109e-09 -3.92875e-11 5.4344e-08 5.87684e-07 1.1448e-08 4.46098e-08 1.46264e-08 -2.19448e-08 -1.39177e-08 -4.48782e-07 2.439e-08 -1.9622e-08 5.24864e-08 -3.48911e-07 1.11726e-07 1.12386e-08 4.60004e-07
internal_weight=0 3101 3075 3055 45 3010 2982 2959 2939 2917 2895 2873 2851 2829 2807 806 60 746 711 691 2001 667 54 613 583 451 58 393 305 88
internal_count=3121 3101 3075 3055 45 3010 2982 2959 2939 2917 2895 2873 2851 2829 2807 806 60 746 711 691 2001 667 54 613 583 451 58 393 305 88
is_linear=0
shrinkage=0.1


Tree=8649
num_leaves=31
num_cat=0
split_feature=402 401 1208 403 403 15 3 52 12 402 399 50 50 403 43 42 52 403 1210 402 43 1454 1186 132 1211 2 43 42 52 1213
split_gain=3.9315e-10 5.02784e-10 3.81171e-10 5.13085e-10 1.61367e-09 1.20354e-09 1.7073e-09 2.36032e-09 2.25972e-09 4.1788e-09 1.15447e-09 9.23208e-10 7.42643e-10 1.62693e-09 8.47483e-10 6.68294e-10 8.06451e-10 4.80398e-10 4.32617e-09 4.05242e-09 1.55384e-09 2.90598e-09 2.4777e-09 3.92436e-09 1.47915e-08 1.32698e-08 3.01329e-09 2.90105e-09 4.74371e-09 3.01185e-09
threshold=0.31278000000000006 0.13699500000000003 0.11531000000000001 -0.090774999999999981 -0.092894999999999991 0.101845 -0.07359499999999998 0.10347000000000002 0.083985000000000018 0.094750000000000015 -0.087464999999999987 0.090805000000000011 0.087995000000000004 -0.5341999999999999 -0.0065949999999999993 -0.074124999999999983 0.085540000000000019 -0.0031149999999999997 -0.079504999999999978 0.10803500000000001 -0.013199999999999998 0.074020000000000016 0.057025000000000006 -0.083284999999999984 0.11048500000000001 0.084550000000000014 -0.0082299999999999995 0.087505000000000013 0.086450000000000013 -0.08342999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 11 -5 12 13 -10 15 16 -15 19 -19 20 -12 22 23 25 26 -22 -25 28 -28 -29
right_child=-2 -3 -4 10 -6 -7 -8 -9 9 -11 17 -13 -14 14 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=8.2939007229313199e-07 4.3122415393424626e-07 -4.7927887862897484e-07 -3.8078551588464157e-07 -6.6160086375972513e-07 9.4694719905419338e-07 7.943378520957639e-07 -7.0465872264927996e-07 1.0372483818817578e-06 7.7817078692987714e-07 -1.4514890567949937e-06 3.6956364444525512e-07 6.5845874923113686e-07 -5.4795839059806892e-07 -5.1804906527178562e-07 -6.3928039892857671e-07 3.2875297447295304e-07 1.9329359076891709e-07 1.4762766437570463e-06 -8.1155626136299825e-10 -1.4961868271257117e-06 2.8393054422437559e-06 -1.3056274855216545e-06 -9.8831007187527571e-07 1.1742881623730581e-06 -2.4701331083972395e-06 -4.2505395698251027e-07 1.0993327439853088e-06 -1.5406123964112341e-06 -7.7343449252761539e-07 1.7407048798780862e-07
leaf_weight=29 21 22 26 27 22 21 30 24 25 21 75 21 25 34 24 42 30 20 2313 20 20 20 25 27 24 33 38 20 21 21
leaf_count=29 21 22 26 27 22 21 30 24 25 21 75 21 25 34 24 42 30 20 2313 20 20 20 25 27 24 33 38 20 21 21
internal_value=0 -2.92139e-09 4.83369e-10 3.7314e-09 1.18023e-07 6.20838e-08 1.16663e-08 8.98108e-08 -7.80795e-10 -1.09227e-07 -1.09778e-08 3.10098e-08 -4.21925e-08 3.93826e-08 -1.02692e-07 1.87997e-08 -1.84607e-07 -4.41565e-09 1.1851e-08 -1.14736e-07 -2.9461e-08 -1.49649e-07 -4.86903e-08 6.64591e-08 -1.93388e-07 8.0678e-07 2.36862e-07 -1.62425e-08 4.32755e-07 -6.6236e-07
internal_weight=0 3100 3078 3052 348 326 305 275 251 222 2704 201 180 155 130 106 64 2677 2333 344 324 249 229 204 151 53 127 100 59 41
internal_count=3121 3100 3078 3052 348 326 305 275 251 222 2704 201 180 155 130 106 64 2677 2333 344 324 249 229 204 151 53 127 100 59 41
is_linear=0
shrinkage=0.1


Tree=8650
num_leaves=31
num_cat=0
split_feature=1211 43 1213 1185 401 15 402 1210 403 3 403 401 1213 1176 1209 1209 1213 1212 1212 402 1212 0 1213 1210 402 402 402 2 2 2
split_gain=4.58397e-10 1.2982e-09 9.76319e-10 4.67222e-10 3.60628e-10 1.80777e-09 5.56681e-10 1.85914e-09 4.39904e-10 1.08631e-09 5.59567e-10 3.91583e-10 5.02131e-10 6.76285e-10 5.7745e-10 1.60454e-09 4.9961e-10 4.43643e-10 7.63731e-09 4.01612e-09 5.61626e-10 4.86101e-10 3.76165e-10 7.54078e-10 6.44309e-10 6.46579e-10 3.70069e-10 4.1399e-10 3.26235e-09 2.80461e-09
threshold=0.11301500000000002 0.05259500000000001 0.41946500000000003 -0.10973499999999999 -0.13200999999999999 0.095175000000000023 -0.45454999999999995 0.258635 -0.55049499999999985 -0.085709999999999995 -0.5341999999999999 0.13729500000000003 0.12955000000000003 0.087330000000000019 -0.085894999999999985 -0.077594999999999983 0.09796500000000001 -0.089544999999999986 -0.064959999999999976 0.13116000000000003 -1.0000000180025095e-35 -0.086284999999999987 -0.24064499999999997 -0.094799999999999982 0.10668000000000001 0.099740000000000009 0.095140000000000016 0.11510000000000002 0.11704500000000001 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 -6 8 9 -8 -10 12 13 14 -12 -16 17 19 -19 21 -20 -17 -22 -24 25 26 27 29 -29 -25
right_child=1 2 -4 4 6 -7 7 -9 10 -11 11 -13 -14 -15 15 16 -18 18 20 -21 22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-4.8743127734951496e-07 7.9451153346275939e-07 -5.9695423942685016e-07 3.9113446149485758e-07 -2.0795287937427487e-07 4.366380748267927e-07 9.7891330109892554e-07 -1.8755080294464612e-07 -9.271990300228275e-07 -4.066790344430566e-07 8.0620828658662844e-07 -4.1724672896367229e-07 3.8192289191731389e-07 -3.7391198467552438e-07 5.2545940552780244e-07 8.8983478804038899e-07 1.0383826359048404e-07 -4.9502612190129485e-07 -1.912001105319221e-06 5.3063929271957023e-07 1.418465763928604e-06 -4.0393629008220793e-07 -4.5178130878564817e-07 6.1391645203912056e-07 -3.8678877965658225e-09 -4.5563428837765732e-07 4.8979149535507877e-07 -3.9300313829926382e-07 9.6347130529932488e-07 8.6005895198817586e-10 -1.0913027088813957e-06
leaf_weight=20 27 20 20 33 28 21 22 22 35 22 34 26 37 24 20 31 21 21 20 21 23 32 20 2014 31 27 24 39 362 24
leaf_count=20 27 20 20 33 28 21 22 22 35 22 34 26 37 24 20 31 21 21 20 21 23 32 20 2014 31 27 24 39 362 24
internal_value=0 2.58738e-07 -1.0291e-07 -5.68343e-09 -2.50776e-09 2.53606e-07 -7.14876e-09 -1.13581e-08 -4.48149e-09 3.09329e-07 -9.26585e-09 -4.38705e-09 -7.94247e-09 -3.08563e-09 -7.67502e-09 -2.57413e-09 -9.16017e-09 -5.36575e-09 -1.26596e-08 2.20831e-07 2.77622e-09 -1.78381e-07 -1.34128e-09 2.30283e-09 -2.54932e-09 3.0915e-09 -2.24383e-09 1.60128e-09 9.44806e-08 -1.66738e-08
internal_weight=0 67 40 3054 3034 54 2980 2952 2930 44 2886 2851 2825 2788 2764 2730 2710 2689 2605 84 2584 63 2564 2541 2521 2490 2463 2439 401 2038
internal_count=3121 67 40 3054 3034 54 2980 2952 2930 44 2886 2851 2825 2788 2764 2730 2710 2689 2605 84 2584 63 2564 2541 2521 2490 2463 2439 401 2038
is_linear=0
shrinkage=0.1


Tree=8651
num_leaves=31
num_cat=0
split_feature=1211 43 1213 1185 1212 16 16 16 0 401 1213 1213 1212 52 1209 401 391 1213 0 402 403 402 1209 401 133 1210 4 1208 1185 3
split_gain=3.7129e-10 1.05154e-09 7.90819e-10 3.78462e-10 3.239e-10 1.61653e-09 2.35587e-09 7.52114e-10 1.26753e-09 6.86985e-10 4.68854e-10 3.12034e-09 2.26078e-09 1.1622e-09 9.61512e-10 6.26722e-10 1.47514e-09 9.14658e-10 3.46789e-09 1.54174e-09 1.36048e-09 6.67066e-10 5.88055e-10 8.90149e-10 6.11615e-10 1.509e-09 6.65718e-10 5.48293e-10 5.34277e-10 3.82689e-10
threshold=0.11301500000000002 0.05259500000000001 0.41946500000000003 -0.10973499999999999 -0.09083999999999999 -0.092484999999999984 -0.087874999999999981 -0.052894999999999991 -0.080869999999999984 0.11444000000000001 -0.088064999999999991 -0.09280999999999999 -0.083344999999999989 0.048770000000000008 -0.084519999999999984 0.10632500000000002 -0.088134999999999977 0.093235000000000026 -0.086729999999999988 0.10668000000000001 -0.41175999999999996 0.099740000000000009 -0.065739999999999979 -0.06959499999999999 0.51114000000000004 0.0028200000000000005 -0.077519999999999992 0.097165000000000015 0.092945000000000014 -0.082234999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 -7 8 -8 10 11 13 -12 -6 -14 16 -16 19 -19 21 -20 22 -18 -24 25 27 -27 28 29 -25
right_child=1 2 -4 4 9 6 7 -9 -10 -11 12 -13 14 -15 15 -17 17 18 20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-4.3869166518106798e-07 7.15060374684779e-07 -5.3725883788047211e-07 3.5202097237174712e-07 -8.2942923224241639e-07 -3.2635544067417009e-07 9.1791148110053706e-07 -9.4630021677106096e-07 2.121178852121375e-07 5.095726646686671e-08 4.2145359785559452e-07 1.0161988990892661e-06 -1.3303985795687369e-06 -5.553455865435442e-07 4.4590957713808172e-07 -8.5541131056743324e-07 5.1349832113819119e-07 -5.4226976722304696e-07 1.0971670626247489e-06 -7.016174893036665e-07 -8.7882810312578391e-07 3.0294472972108067e-07 5.5086046076140027e-07 5.1033065213178978e-07 4.6045751410703351e-08 -4.6955770837290147e-07 2.0169796215441239e-07 1.0176133315553671e-06 -5.3102749347999628e-07 -4.957976035381183e-07 -3.5132290035079657e-08
leaf_weight=20 27 20 20 28 38 23 26 25 25 39 22 20 31 40 20 24 20 35 26 20 28 22 34 1008 28 20 20 20 22 1370
leaf_count=20 27 20 20 28 38 23 26 25 25 39 22 20 31 40 20 24 20 35 26 20 28 22 34 1008 28 20 20 20 22 1370
internal_value=0 2.32864e-07 -9.26189e-08 -5.11132e-09 -2.25318e-09 -1.58575e-07 3.1162e-08 -2.37196e-07 -4.57449e-07 4.57614e-09 -1.09269e-09 -2.16052e-07 6.51236e-09 6.96779e-08 -1.57101e-09 4.74736e-09 2.13378e-10 6.61536e-09 3.21812e-07 -4.24086e-09 -1.80733e-07 2.58119e-09 -2.16395e-09 2.11921e-09 -4.82581e-09 4.63825e-10 6.09656e-07 -9.60546e-09 -5.26028e-09 -7.22086e-10
internal_weight=0 67 40 3054 3034 127 99 76 51 2907 2868 98 2770 78 2748 2717 2693 2673 89 2584 54 2564 2542 2522 2488 2460 40 2420 2400 2378
internal_count=3121 67 40 3054 3034 127 99 76 51 2907 2868 98 2770 78 2748 2717 2693 2673 89 2584 54 2564 2542 2522 2488 2460 40 2420 2400 2378
is_linear=0
shrinkage=0.1


Tree=8652
num_leaves=31
num_cat=0
split_feature=1209 1212 1212 2 12 1213 402 42 52 42 402 401 1212 481 2 159 481 481 481 2 2 484 13 2 2 475 4 14 0 481
split_gain=3.43825e-10 4.56191e-10 2.83983e-09 3.64993e-09 7.65978e-09 3.11393e-09 7.2042e-10 1.18785e-09 1.20398e-09 6.01182e-10 5.80358e-10 4.14159e-10 5.97465e-10 4.84104e-10 5.51695e-09 8.4063e-09 1.00561e-09 7.36523e-10 9.52789e-10 6.2579e-10 2.23597e-09 3.83075e-09 3.07462e-09 1.54683e-09 2.41526e-09 1.5346e-09 3.53411e-09 1.49085e-09 2.01038e-09 1.3438e-09
threshold=-0.14444499999999996 -0.073259999999999978 -0.089544999999999986 0.084715000000000013 0.088365000000000013 -0.090954999999999994 -0.45454999999999995 0.11747 0.086040000000000019 0.089535000000000017 -0.42321999999999993 -0.099524999999999988 -0.009474999999999999 -0.087424999999999989 0.092875000000000013 -0.085179999999999992 -0.085629999999999984 -0.08347499999999998 -0.081334999999999977 0.08622500000000001 0.087015000000000023 0.085790000000000019 -0.082574999999999982 0.08734500000000002 0.087545000000000026 -0.085734999999999992 -0.020529999999999996 0.08104500000000002 -0.15350499999999997 0.0028200000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 8 -3 -6 -8 -12 -13 14 15 -14 -15 -18 -19 27 21 22 -21 -22 -25 26 -26 28 -20 -30
right_child=1 6 -4 4 9 -7 10 -9 -10 -11 11 12 13 16 -16 -17 17 18 19 20 23 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=4.1329735410045034e-07 5.4678178327906477e-08 -3.7947502573000816e-07 -9.114586420403215e-07 1.8664909189451635e-06 8.501099712900752e-08 -1.4431794297657373e-06 -5.1256357209503929e-07 9.7627064860716943e-07 6.4419938297533016e-07 -6.1920794368316738e-07 -4.3941084814356324e-07 5.0314707209508926e-07 -2.3763390032627286e-06 5.5871873504050504e-07 1.1845894830871245e-06 1.162005137322514e-09 -5.729257860697214e-07 6.2250002702057831e-07 1.052839224614997e-06 6.0776161084114787e-07 6.3901936676479133e-07 -1.7508223220730203e-06 -8.4927371896507484e-07 -8.8380871794413456e-07 5.9575858174936844e-09 -3.1132681729849862e-08 1.4050129208271755e-06 -7.8708759630785619e-07 4.4836974836011703e-08 8.7373282667613247e-07
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internal_value=0 -2.6606e-09 -1.60453e-07 5.81238e-08 5.14052e-07 -5.393e-07 6.6625e-09 3.308e-07 5.61311e-08 -2.31169e-07 -9.28273e-10 3.0365e-09 6.33365e-09 2.06611e-09 -2.13984e-07 -6.08454e-07 1.00858e-08 3.282e-09 8.08555e-09 2.20936e-09 -3.46688e-08 -5.57402e-07 -1.45877e-07 -9.00911e-09 -2.4031e-08 -5.94234e-09 3.94584e-07 6.71258e-08 8.55554e-08 6.31349e-08
internal_weight=0 3101 173 134 76 58 2928 67 47 49 2861 2839 2818 2794 100 78 2694 2661 2639 2614 1667 78 58 1589 1553 1521 90 947 927 906
internal_count=3121 3101 173 134 76 58 2928 67 47 49 2861 2839 2818 2794 100 78 2694 2661 2639 2614 1667 78 58 1589 1553 1521 90 947 927 906
is_linear=0
shrinkage=0.1


Tree=8653
num_leaves=31
num_cat=0
split_feature=43 130 12 130 42 1186 129 1184 4 3 52 4 471 475 474 474 1428 154 1455 15 1455 1456 158 1456 158 1456 1447 484 1456 159
split_gain=3.41078e-10 5.91317e-10 5.84794e-10 6.64792e-10 5.54063e-10 4.85449e-10 7.59651e-10 1.06689e-09 5.34086e-10 1.80316e-09 1.61067e-09 5.61939e-10 1.46208e-09 1.05729e-09 5.94954e-10 4.64214e-10 4.32232e-10 4.33446e-10 4.01457e-10 1.5796e-09 1.04718e-09 4.2275e-10 5.809e-10 4.7721e-10 4.70279e-10 4.41721e-10 2.5832e-09 1.24701e-09 9.37615e-10 3.87747e-09
threshold=-0.50775499999999985 -0.22699999999999995 0.092355000000000007 0.087100000000000025 0.15432000000000004 0.090275000000000008 -0.077709999999999987 0.088135000000000019 -0.50940999999999981 -0.017889999999999996 -0.016329999999999997 -0.50052499999999989 -0.071899999999999978 -0.079274999999999984 -0.25711499999999993 -0.091284999999999991 0.10024500000000001 0.085530000000000009 -0.097209999999999977 0.088495000000000018 -0.089344999999999994 0.11510000000000002 0.13634500000000002 0.10795500000000001 0.11843500000000001 0.086175000000000015 -0.085684999999999997 -0.084519999999999984 0.081770000000000023 -0.08569499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -3 8 9 10 -8 13 -13 -10 -14 -16 17 18 19 -17 -20 22 23 24 25 28 -27 -28 -22 -30
right_child=1 4 -4 -5 -6 -7 7 -9 11 -11 -12 12 14 -15 15 16 -18 -19 20 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-3.4040216281283623e-07 -4.9927279555106452e-07 -4.6577444058707825e-07 6.4587778054332876e-07 4.402337191322659e-07 4.6788297640887326e-07 3.6540808139307047e-07 -1.0360512234797171e-07 7.2427868104796287e-07 -1.2661780077066326e-07 2.1135020077167611e-07 -1.37272685023504e-06 -8.3874079748403304e-07 5.4226394581746721e-07 7.7521185543306425e-07 -4.0310716564586702e-07 2.1404720372987813e-07 4.3078199817737981e-07 -4.6837415425216021e-07 6.6233566773377108e-07 -8.0713223269412995e-07 5.8000517036211066e-10 3.4901545392325025e-07 5.3087454944034117e-07 -4.8490284197690749e-07 -3.7020743113609048e-07 1.0272455458309398e-06 3.8718255194433606e-07 -5.8463866616142294e-07 5.5210155887439414e-07 -1.1736863602370326e-06
leaf_weight=24 24 36 22 20 25 35 20 20 26 40 20 21 20 26 29 33 23 20 24 28 2341 34 20 21 35 27 23 31 23 30
leaf_count=24 24 36 22 20 25 35 20 20 26 40 20 21 20 26 29 33 23 20 24 28 2341 34 20 21 35 27 23 31 23 30
internal_value=0 -4.85738e-09 2.24914e-07 1.44323e-08 -9.42508e-10 -4.84159e-09 -9.20333e-09 -3.60314e-09 -8.59718e-09 -2.63408e-07 -7.38166e-07 -1.40676e-09 -7.49249e-09 3.24297e-07 -1.17236e-09 -5.13615e-09 -8.82131e-10 -4.57294e-09 -1.09877e-09 -2.54691e-07 4.83036e-09 -1.27413e-09 -5.94283e-09 -1.01848e-08 -6.21303e-09 -1.06563e-09 2.28605e-07 -1.70715e-07 -8.83645e-09 -4.2476e-07
internal_weight=0 3055 66 44 3031 3006 2971 2935 2915 80 40 2835 2783 52 2762 2742 2713 2690 2670 61 2609 2585 2551 2531 2510 2475 81 54 2394 53
internal_count=3121 3055 66 44 3031 3006 2971 2935 2915 80 40 2835 2783 52 2762 2742 2713 2690 2670 61 2609 2585 2551 2531 2510 2475 81 54 2394 53
is_linear=0
shrinkage=0.1


Tree=8654
num_leaves=31
num_cat=0
split_feature=1212 401 1210 1210 132 1185 15 1208 1208 16 16 2 399 132 1210 1212 16 15 1212 52 1213 42 42 130 1213 12 13 402 403 133
split_gain=3.5002e-10 6.15462e-10 4.87483e-10 9.20627e-10 3.72411e-10 1.29632e-09 7.62728e-10 3.50212e-10 5.60098e-10 3.34335e-10 4.0706e-10 7.40391e-10 5.3575e-10 4.71125e-10 3.23855e-10 3.32685e-10 2.13234e-09 2.70767e-09 6.93819e-10 8.89714e-10 4.08287e-10 1.98977e-09 2.87826e-09 9.31796e-10 5.7262e-10 3.48804e-09 5.72099e-09 6.60952e-10 1.4491e-09 6.42648e-10
threshold=-0.53159999999999996 0.13729500000000003 -0.40154499999999999 -0.14310999999999999 -0.083449999999999983 -0.087384999999999977 0.092400000000000024 0.11846000000000001 0.092250000000000013 -0.14158499999999996 -0.086699999999999985 0.087545000000000026 0.088190000000000018 -0.1075 -0.091799999999999979 -0.089079999999999979 -0.092484999999999984 0.085550000000000015 -0.063924999999999996 0.087555000000000008 0.093235000000000026 0.090990000000000015 0.086325000000000013 0.096625000000000003 1.0000000180025095e-35 0.083985000000000018 -0.067149999999999987 -0.45454999999999995 -0.44023999999999991 0.51114000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 9 8 14 -5 11 -11 13 -12 -7 16 -16 -18 19 -17 24 22 23 -22 27 -26 -27 -20 -29 -30
right_child=1 -3 3 4 5 7 -8 -9 -10 10 12 -13 -14 -15 15 18 17 -19 20 -21 21 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-4.1699753069224247e-07 4.2188363901611113e-07 5.180627360222507e-07 -6.6473384067865572e-07 3.027077458351745e-07 7.7385464216852357e-07 3.8728324576388992e-07 -6.8591349295326675e-07 4.0063606945104563e-07 -3.9743009332531597e-07 -4.1260889174150036e-08 8.0020585540133219e-08 -8.2166541588435398e-07 2.9343273564126532e-07 -4.1810835959089718e-07 -9.7185689355683287e-07 7.7649057918558991e-09 1.0830028450214969e-06 -3.1540398696152908e-07 4.6023041206001752e-07 8.9492584038453075e-07 5.8039036150919148e-07 8.0165675379914892e-07 -1.0979216405021794e-06 -2.5778893825103991e-07 8.3756905496557014e-07 -1.7652927572096535e-06 3.3250682918151142e-07 -6.9511840810794947e-07 -5.3705481589432355e-10 5.6875976042647388e-07
leaf_weight=20 27 23 21 22 22 22 22 22 35 31 39 20 39 37 25 26 20 45 31 20 36 36 21 21 20 26 26 30 2316 20
leaf_count=20 27 23 21 22 22 22 22 22 35 31 39 20 39 37 25 26 20 45 31 20 36 36 21 21 20 26 26 30 2316 20
internal_value=0 2.69144e-09 -1.15961e-09 -4.90336e-09 -3.30274e-10 9.23671e-09 -1.28801e-07 3.2247e-09 7.51893e-11 -6.36072e-08 -1.12155e-07 -3.47302e-07 -7.87243e-09 -1.6249e-07 5.15096e-09 2.05905e-09 -1.86995e-07 1.14875e-07 8.53104e-09 3.93487e-07 1.67545e-09 1.867e-07 -9.71265e-08 2.71587e-07 -6.86759e-09 -2.84737e-07 -7.16393e-07 1.47892e-09 -4.53177e-09 4.33706e-09
internal_weight=0 3101 3078 3051 3030 2820 210 2798 2776 188 166 51 115 76 2741 2719 90 65 2629 46 2583 114 78 57 2469 72 52 2397 2366 2336
internal_count=3121 3101 3078 3051 3030 2820 210 2798 2776 188 166 51 115 76 2741 2719 90 65 2629 46 2583 114 78 57 2469 72 52 2397 2366 2336
is_linear=0
shrinkage=0.1


Tree=8655
num_leaves=31
num_cat=0
split_feature=132 1186 394 393 50 394 390 129 1185 393 1185 43 130 120 33 9 3 47 9 47 1366 12 12 133 12 12 1212 12 16 0
split_gain=2.85925e-10 9.20729e-09 5.01376e-09 1.14257e-09 5.11523e-10 3.24261e-10 1.07951e-09 3.28847e-10 8.32821e-10 5.17551e-10 4.4895e-10 4.10713e-10 4.40994e-10 4.21878e-10 5.80343e-10 4.98266e-10 8.39964e-10 4.96506e-10 5.91465e-09 3.67945e-09 6.1625e-10 4.24411e-10 4.92863e-09 3.7163e-09 3.02547e-09 1.60677e-09 1.23298e-09 7.62536e-09 4.63152e-09 1.29132e-09
threshold=-0.083284999999999984 0.0044650000000000011 0.12358500000000001 0.10317000000000003 0.09227500000000001 -0.12099999999999998 0.090205000000000007 0.11234000000000001 0.090595000000000009 0.09389500000000002 0.085905000000000009 -0.53814999999999991 -0.22699999999999995 0.093680000000000013 -0.044254999999999996 0.091600000000000015 -0.012304999999999998 0.094160000000000008 0.084755000000000011 0.09717000000000002 -0.082814999999999986 0.085355000000000014 0.08493500000000001 -0.015929999999999996 0.085635000000000003 0.084795000000000023 -0.073259999999999978 0.088245000000000004 -0.087874999999999981 -0.070499999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 -2 7 8 9 10 11 -7 -13 14 -14 17 -17 18 20 -19 -16 22 25 -24 -23 -22 27 -26 -29 -28
right_child=2 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 12 13 -15 15 16 -18 19 -20 -21 21 24 23 -25 26 -27 29 28 -30 -31
leaf_value=4.9259544280725128e-08 2.9281979661127959e-07 2.0504672218893656e-06 -1.586160679778459e-06 -8.036947907693762e-07 -4.2379790220029125e-07 3.9299710797772259e-07 -7.1556237134559744e-07 3.8918377724557596e-07 -6.11799847599121e-07 4.3365740555348769e-07 3.9992632220478955e-07 -4.7419123177405715e-07 5.1721207390593399e-07 4.4358141224503948e-07 4.7983093622860904e-07 3.0590349440360491e-08 -8.2444179502871875e-07 1.3050276929919373e-06 -1.6517653534720013e-06 9.8834799941601784e-09 -2.5065977639332975e-08 8.9436888236112599e-07 1.3581443937482619e-07 -1.5560940098751146e-06 -1.8506826013435784e-06 8.2188313152310809e-07 9.6622802240317727e-08 1.4687038903460349e-06 -2.9999880164149022e-07 -1.3270296416676739e-07
leaf_weight=149 38 22 20 21 27 26 21 22 22 28 28 20 21 21 26 27 20 24 22 255 858 39 20 37 25 23 834 20 57 348
leaf_count=149 38 22 20 21 27 26 21 22 22 28 28 20 21 21 26 27 20 24 22 255 858 39 20 37 25 23 834 20 57 348
internal_value=0 1.10182e-07 -8.31383e-09 -1.065e-07 -2.33118e-08 2.63584e-09 -1.24144e-09 4.07231e-09 1.04752e-09 5.89914e-09 1.54536e-09 -2.5511e-09 -6.36432e-09 -2.86916e-09 -6.39908e-09 -1.05721e-08 -3.33253e-07 -4.71195e-09 -1.99374e-08 1.21294e-07 -4.23989e-09 -9.80638e-09 -6.12606e-08 -9.62442e-07 2.66744e-08 -2.95493e-09 3.19211e-10 -3.33264e-07 1.59404e-07 2.91056e-08
internal_weight=0 219 2902 197 176 2882 2844 2823 2801 2779 2751 2723 2697 2677 2656 2635 47 2588 2309 279 2287 2261 938 57 1323 881 1284 102 77 1182
internal_count=3121 219 2902 197 176 2882 2844 2823 2801 2779 2751 2723 2697 2677 2656 2635 47 2588 2309 279 2287 2261 938 57 1323 881 1284 102 77 1182
is_linear=0
shrinkage=0.1


Tree=8656
num_leaves=31
num_cat=0
split_feature=130 40 42 376 16 123 123 0 47 15 10 0 15 1 1 4 52 2 51 4 133 12 2 2 15 41 9 16 132 1203
split_gain=3.25056e-10 5.64787e-10 3.58207e-10 4.05031e-10 4.83654e-10 4.2456e-10 5.08292e-10 4.21755e-10 2.3894e-09 9.15714e-09 4.52261e-09 1.97868e-09 1.31016e-09 2.23193e-09 6.21859e-09 1.79671e-09 7.0386e-09 2.07967e-09 1.23396e-09 1.32815e-09 1.12874e-09 1.47077e-09 1.64034e-09 1.49797e-09 9.52398e-10 7.2377e-10 1.80296e-09 2.16931e-09 7.39728e-10 9.17999e-09
threshold=-0.23123999999999997 -0.24290999999999999 0.15432000000000004 -1.0000000180025095e-35 -0.13941499999999998 0.11679000000000002 0.09499500000000001 -0.10151999999999999 0.094160000000000008 -0.11345499999999999 -1.0000000180025095e-35 -0.099059999999999995 -0.015039999999999998 0.090475000000000014 0.10723500000000001 0.053180000000000012 -1.0000000180025095e-35 0.090545000000000014 0.093135000000000009 -0.0047449999999999992 -0.13941499999999998 0.087995000000000004 0.10803500000000001 0.12299 -0.094329999999999983 0.088520000000000015 0.087755000000000014 -0.0064149999999999997 -0.083284999999999984 0.089165000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 10 -10 -5 -9 15 -14 -15 16 18 -17 19 24 -19 22 -22 -24 -12 26 28 -28 29 -13
right_child=1 2 -4 5 -6 -7 -8 11 9 -11 12 25 13 14 -16 17 -18 20 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=3.7455533374767307e-07 -5.3246319453137403e-07 1.1365887024277818e-07 4.0273406666942304e-07 -1.4755480286510192e-06 -4.7551017327183034e-07 3.7107961022244247e-07 -3.9119814611391731e-07 -7.721949667511045e-07 -4.511074819172715e-08 2.3811487696299258e-06 -4.4656864151175587e-07 -8.1687636379145169e-08 1.0252180644992948e-07 -2.0387012541721651e-06 1.7591811323214302e-07 -9.7772440745930435e-07 2.1297610442973438e-06 7.1387734206969835e-07 -5.1213962286095445e-07 7.650358731917837e-07 7.9823295463045598e-07 -6.4055430963586934e-07 -6.8974881158440516e-07 3.7370911290626859e-07 3.5244370435196161e-07 -4.8380897088727883e-07 -4.3564071461332791e-09 1.4057965935609929e-06 -2.6065533885848325e-08 2.1488666066358876e-06
leaf_weight=23 20 22 22 20 38 31 33 34 60 21 26 152 99 21 32 21 21 24 23 38 28 30 26 27 35 31 24 20 2098 21
leaf_count=23 20 22 22 20 38 31 33 34 60 21 26 152 99 21 32 21 21 24 23 38 28 30 26 27 35 31 24 20 2098 21
internal_value=0 -2.7744e-09 6.67372e-10 -2.22709e-09 -2.59482e-07 2.92487e-09 -9.24302e-10 3.46828e-09 8.22212e-08 5.83919e-07 -4.05808e-09 -1.47971e-08 6.11965e-08 -1.77853e-07 -7.01573e-07 1.8272e-07 4.38754e-07 -5.19781e-08 1.47679e-07 3.00971e-07 9.20269e-08 -4.24273e-08 1.79101e-07 -1.47987e-07 1.18811e-08 -3.82034e-09 2.60716e-09 6.36622e-07 -9.67671e-09 1.89073e-07
internal_weight=0 3098 3078 3056 60 2996 2965 2932 552 81 471 2380 451 152 53 299 143 156 122 99 135 111 81 53 61 2346 2315 44 2271 173
internal_count=3121 3098 3078 3056 60 2996 2965 2932 552 81 471 2380 451 152 53 299 143 156 122 99 135 111 81 53 61 2346 2315 44 2271 173
is_linear=0
shrinkage=0.1


Tree=8657
num_leaves=31
num_cat=0
split_feature=132 394 1203 47 47 47 2 50 10 40 130 49 12 133 49 456 475 158 148 447 151 4 43 1374 43 43 151 150 43 150
split_gain=3.66555e-10 1.53555e-09 9.7768e-10 3.52432e-10 3.05957e-09 1.12537e-09 5.12297e-10 5.36078e-10 4.7758e-10 6.03703e-10 5.86016e-10 4.18671e-10 1.20467e-09 1.76288e-09 7.75152e-10 5.03242e-10 1.40086e-09 9.37059e-10 5.93295e-10 9.6103e-10 5.97383e-10 2.58288e-09 3.18863e-09 1.68011e-09 6.59451e-10 3.32844e-09 3.27143e-09 2.00269e-09 1.54378e-09 1.40424e-09
threshold=-0.083174999999999985 0.11233000000000001 0.089005000000000015 0.092165000000000011 0.096475000000000019 0.090100000000000013 0.14445500000000003 0.13005000000000003 -0.38124499999999995 -0.24134999999999998 -0.16562999999999997 -0.10774499999999999 0.088365000000000013 0.086085000000000009 -0.087004999999999985 0.091255000000000017 -0.081774999999999973 -0.47356499999999996 -0.10069499999999999 0.094580000000000011 0.056735000000000001 0.033845000000000007 -0.073959999999999984 -0.096434999999999979 -0.082389999999999977 -0.083134999999999987 -0.12570499999999998 0.10874500000000002 -0.082064999999999985 0.089910000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 8 7 -6 -2 -10 -11 12 13 -12 -13 17 -17 -16 -19 20 23 22 -22 -20 25 26 -25 28 -26 -30
right_child=1 -3 -4 4 6 -7 -8 -9 9 10 11 14 -14 -15 15 16 -18 18 19 -21 21 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=-4.5747514980995712e-08 3.5689285671954475e-07 8.8268955437342808e-07 -6.8780762721534874e-07 -1.00745565444785e-06 3.7729437601586708e-09 7.447085259909295e-07 -4.5288593730157862e-07 4.9993577088495538e-07 -5.4297081589993464e-07 5.3466577989118898e-07 1.2203922779008282e-07 -4.4669651296876857e-07 -3.5074244021037936e-07 1.2132386547136777e-06 6.9103116885571579e-07 -9.5535789725431661e-07 1.4884532370097581e-07 5.4573617831010784e-07 -8.9390790703548975e-07 -6.3073562823016502e-07 -3.2159122700091838e-08 -4.9172478454168488e-07 1.6943029345384274e-06 1.1843589651524176e-06 -7.7568121853871094e-07 1.180796834387576e-06 -1.0000528775803611e-08 -7.8778828367376268e-07 -9.748922563309716e-09 8.3385522856360702e-07
leaf_weight=195 39 20 27 33 235 21 22 24 20 21 57 39 29 20 20 20 27 20 21 24 23 26 20 24 26 27 516 34 1471 20
leaf_count=195 39 20 27 33 235 21 22 24 20 21 57 39 29 20 20 20 27 20 21 24 23 26 20 24 26 27 516 34 1471 20
internal_value=0 9.49037e-09 -1.23836e-07 3.42438e-09 -9.65746e-08 1.5666e-08 1.03972e-08 4.97494e-08 9.64793e-09 4.24172e-09 8.64584e-09 4.16272e-09 1.9858e-07 4.05468e-07 -4.57699e-09 2.8584e-09 -3.21028e-07 9.55852e-09 3.50637e-09 -1.35232e-09 5.4888e-09 2.95095e-07 7.70846e-07 -3.85333e-09 4.97157e-09 9.7259e-08 4.30821e-08 -2.8766e-08 -1.17543e-08 1.56703e-09
internal_weight=0 2899 222 2879 314 2565 281 259 2544 2505 2485 2464 106 77 2358 2319 47 2272 2252 2232 2208 69 43 2139 2118 567 540 1551 1517 1491
internal_count=3121 2899 222 2879 314 2565 281 259 2544 2505 2485 2464 106 77 2358 2319 47 2272 2252 2232 2208 69 43 2139 2118 567 540 1551 1517 1491
is_linear=0
shrinkage=0.1


Tree=8658
num_leaves=31
num_cat=0
split_feature=1429 156 40 130 12 15 139 147 447 447 156 15 160 43 484 2 13 1 150 3 0 49 42 160 11 2 2 2 43 484
split_gain=3.16744e-10 9.64727e-10 3.18631e-10 7.20282e-10 4.88374e-10 8.83677e-10 4.68732e-10 4.65554e-10 5.27774e-10 6.75867e-10 3.9821e-10 4.66707e-10 5.09238e-10 1.26616e-09 2.49199e-09 1.43874e-09 1.28808e-09 1.2672e-09 3.14714e-09 1.2851e-09 1.43504e-09 3.26639e-09 8.41553e-10 6.88572e-10 5.5287e-10 5.71725e-10 2.47386e-09 2.39842e-09 2.47953e-09 1.14803e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.24620999999999996 -0.22699999999999995 0.12477500000000001 -0.083359999999999976 -0.060214999999999998 0.099730000000000027 0.09227500000000001 0.089635000000000006 0.12734000000000004 0.17980000000000004 0.089015000000000011 -0.095049999999999982 0.065750000000000017 0.092235000000000025 -0.086804999999999979 0.11061500000000002 0.08882000000000001 -0.084144999999999984 -0.082284999999999983 0.055245000000000009 0.083595000000000017 0.087570000000000023 0.099410000000000012 0.10613000000000002 0.10497000000000002 0.11067500000000001 -0.073959999999999984 -0.18210999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5 8 9 10 11 12 23 15 16 -14 22 18 19 -18 21 -21 -15 24 25 26 29 28 -27 -8
right_child=1 -3 3 4 5 -7 7 -9 -10 -11 -12 -13 13 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-3.7810219969907685e-07 3.9602976642072463e-07 6.9496107244049201e-07 -5.7454423525045559e-07 -4.8914379959796859e-07 8.2094556972833745e-07 4.4732467885792592e-08 7.6233701150840717e-07 3.8209466274272404e-07 -4.1790259538468112e-07 5.6216383519486479e-07 -3.0235074253444814e-07 4.1125135836679235e-07 -1.8264463299353589e-08 -1.754651827923226e-07 9.9997768941085229e-07 -1.1270789755144506e-06 4.2292189347977801e-07 -7.1069854357119766e-07 1.2478425395286087e-06 -1.3457837258812334e-06 2.5222694089523303e-07 3.2746649452519711e-07 -9.3774615684034358e-07 5.2990507992944915e-07 4.7034876988050203e-07 7.233517210854994e-08 1.0299607775247448e-06 -1.1775752819094445e-08 -1.2019515946189427e-06 8.3587269167135464e-10
leaf_weight=22 20 20 22 20 20 55 20 31 31 21 45 27 22 30 21 25 34 21 21 28 28 20 28 25 25 26 24 396 37 1956
leaf_count=22 20 20 22 20 20 55 20 31 31 21 45 27 22 30 21 25 34 21 21 28 28 20 28 25 25 26 24 396 37 1956
internal_value=0 2.68183e-09 -1.81495e-09 -4.4161e-09 -2.86092e-10 2.51723e-07 -6.66714e-09 -3.38721e-09 -7.49231e-09 -3.0747e-09 -7.22651e-09 -2.50703e-09 -6.51546e-09 -1.34932e-07 -3.86676e-08 -6.08059e-07 -1.42532e-07 1.04547e-08 1.26059e-07 -8.80992e-08 -3.16714e-07 -6.48596e-07 -5.43463e-07 7.7132e-09 2.45765e-09 -2.29928e-09 2.08004e-08 -1.02951e-07 -6.76055e-07 8.54337e-09
internal_weight=0 3099 3079 3059 3037 75 2962 2942 2911 2880 2859 2814 2787 278 231 47 210 152 131 110 76 48 58 2509 2484 2459 2000 459 63 1976
internal_count=3121 3099 3079 3059 3037 75 2962 2942 2911 2880 2859 2814 2787 278 231 47 210 152 131 110 76 48 58 2509 2484 2459 2000 459 63 1976
is_linear=0
shrinkage=0.1


Tree=8659
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1213 1213 1213 1213 403 3 1210 1210 3 1210 12 1213 1213 1212 401 15 1213 42 403 133 1210 402 1209 1210 133 13 133
split_gain=3.0684e-10 1.39232e-09 7.66878e-10 3.16502e-10 3.83633e-09 3.369e-09 3.19096e-09 1.26556e-09 2.62232e-09 2.31232e-09 4.80336e-10 1.43288e-09 6.24735e-10 1.31126e-09 1.01476e-09 9.25371e-10 5.67842e-10 1.05933e-09 1.62676e-09 7.34721e-10 2.96996e-09 2.57706e-09 8.62678e-10 9.30228e-10 7.79236e-10 8.22698e-10 8.41173e-10 1.22914e-09 6.75485e-10 6.31377e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.085284999999999986 -0.082704999999999987 -0.087969999999999979 -0.090324999999999989 -0.0047449999999999992 -0.082284999999999983 -0.076234999999999983 -0.13847499999999999 -0.082879999999999995 -0.079504999999999978 0.087625000000000022 -0.077179999999999985 -0.065844999999999987 0.13631000000000001 -0.13200999999999999 0.094425000000000023 0.093235000000000026 0.090990000000000015 -0.50275999999999987 0.51114000000000004 0.0028200000000000005 0.10999000000000002 -0.065739999999999979 -0.00046999999999999993 0.31868000000000002 -0.051094999999999995 -0.012979999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 7 8 -3 -9 11 -6 13 -12 -14 -16 17 18 -17 22 21 -21 23 24 25 -19 -27 -28 -25 -23
right_child=1 3 -4 4 10 -7 -8 9 -10 -11 12 -13 14 -15 15 16 -18 19 -20 20 -22 29 -24 28 -26 26 27 -29 -30 -31
leaf_value=-4.4150323740647464e-08 8.1997430762774973e-07 -8.4170837202816928e-08 -6.1279428457004947e-07 -1.2401271921760327e-06 -2.6163973757320493e-07 1.0194499171640409e-06 -1.2420384894440419e-06 -8.9787240982433213e-07 1.4042525128843409e-06 1.3583737768124869e-07 1.4936867490756745e-07 9.2105537825253639e-07 6.9773420263919392e-07 -9.6940436890236024e-07 -5.9379419251006147e-07 -1.0877400085192953e-07 -4.8866678600026479e-07 -4.8078097805159812e-07 1.0805831320597108e-06 -9.8805940299804391e-07 1.2111275824508994e-06 5.0834676414979183e-08 -6.065384927940916e-07 8.642908282819831e-07 -6.0469941077072204e-07 5.1838642279687607e-07 1.2308762600649114e-09 -7.6757030175231414e-07 5.2254951548036386e-08 7.4441178791554807e-07
leaf_weight=195 21 29 27 25 20 35 20 27 20 109 22 21 21 20 26 23 23 36 23 21 25 35 24 21 22 31 2137 21 20 21
leaf_count=195 21 29 27 25 20 35 20 27 20 109 22 21 21 20 26 23 23 36 23 21 25 35 24 21 22 31 2137 21 20 21
internal_value=0 8.67419e-09 -1.1331e-07 2.75435e-09 -7.24821e-09 1.12699e-07 -4.2112e-08 8.76098e-08 5.23349e-07 -6.93844e-08 4.54742e-09 3.44131e-07 -8.65849e-10 -3.8338e-07 5.48419e-09 -3.09847e-10 5.90465e-09 1.05287e-08 4.85905e-07 1.47016e-09 2.64126e-07 -4.33427e-08 -1.01176e-08 -3.86141e-09 -1.24745e-08 -6.61875e-09 1.17925e-09 -6.25051e-09 4.68176e-07 3.10926e-07
internal_weight=0 2899 222 2878 2638 240 205 185 49 136 2613 41 2572 42 2530 2509 2483 2460 46 2414 102 77 2312 2288 2247 2225 2189 2158 41 56
internal_count=3121 2899 222 2878 2638 240 205 185 49 136 2613 41 2572 42 2530 2509 2483 2460 46 2414 102 77 2312 2288 2247 2225 2189 2158 41 56
is_linear=0
shrinkage=0.1


Tree=8660
num_leaves=31
num_cat=0
split_feature=130 40 4 132 1203 1185 50 12 52 133 133 1186 129 1184 403 42 403 1209 133 4 16 15 132 1 49 157 45 13 3 3
split_gain=2.8893e-10 4.51001e-10 3.79354e-10 2.8821e-10 8.24459e-09 5.27645e-09 1.20776e-09 4.24836e-10 7.10837e-10 7.71825e-10 4.32784e-10 3.54726e-10 6.93535e-10 1.03899e-09 3.49727e-10 2.43029e-09 4.2551e-10 4.56252e-10 3.47956e-10 3.31075e-10 1.87544e-09 3.4888e-10 8.8759e-10 1.4069e-09 2.39384e-09 1.76004e-09 7.93073e-10 7.52775e-10 2.19957e-09 1.69159e-09
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.090645000000000017 -0.37971999999999995 -0.084614999999999982 0.090275000000000008 -0.077709999999999987 0.084515000000000021 -0.55049499999999985 0.091205000000000008 -0.53762499999999991 0.10742500000000001 -0.015164999999999998 -0.51843499999999987 0.22339500000000004 -0.15914499999999995 0.088940000000000005 0.10205500000000002 0.089215000000000017 -0.076119999999999979 0.094030000000000016 -0.0090849999999999976 -0.13309499999999996 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 7 8 9 -3 -11 12 -7 14 15 -14 -16 19 -12 20 -18 22 23 24 -21 -25 -23 -27 -29 -30
right_child=1 2 -4 5 -6 11 -8 -9 -10 10 18 -13 13 -15 16 -17 17 -19 -20 21 -22 26 -24 25 -26 27 -28 28 29 -31
leaf_value=3.5312173056552086e-07 -4.7595710654491087e-07 -6.6686359507282482e-07 3.6042369182378654e-07 -1.5540891840001597e-06 1.9908127028213041e-06 -4.8144879329470312e-07 -8.310383205412108e-07 4.1127188924725667e-07 3.2738914959346792e-07 2.5443236124132336e-07 -4.637153357935274e-07 3.2656066418274519e-07 -3.5175211686927705e-07 7.2011081563516655e-07 -3.5954023214866111e-07 1.1026388074242279e-06 -6.697175730383415e-07 3.7179691485533796e-07 1.5566724507400728e-08 2.5416087652274654e-07 4.7437488863421171e-07 1.6021313520691183e-08 -6.5359679368797254e-07 9.1965612176119815e-07 -1.0761169104829414e-06 1.3261288491982137e-07 -5.8730137107493814e-07 5.3717509553323561e-07 -1.2962772139555614e-06 -3.8791853143038682e-08
leaf_weight=23 20 26 29 22 21 30 20 21 35 31 28 33 27 20 34 20 38 32 33 24 23 2259 27 22 31 106 22 21 23 20
leaf_count=23 20 26 29 22 21 30 20 21 35 31 28 33 27 20 34 20 38 32 33 24 23 2259 27 22 31 106 22 21 23 20
internal_value=0 -2.62326e-09 4.52337e-10 -2.97146e-09 1.08652e-07 -1.14397e-08 -9.50867e-08 -1.04945e-08 -6.8384e-08 -1.85774e-07 -4.98144e-08 6.29344e-10 -3.24102e-09 1.97769e-09 -3.28528e-09 2.67138e-07 -8.02424e-09 -3.51082e-09 -2.04432e-07 -8.10174e-09 -2.38338e-07 -2.60489e-09 -1.09223e-07 -4.97162e-08 -4.95632e-07 7.80201e-08 1.02023e-08 -3.08975e-08 -3.01711e-07 -7.114e-07
internal_weight=0 3098 3078 3049 215 2834 194 174 153 118 92 2812 2779 2749 2729 47 2682 2648 61 2616 61 2555 274 247 55 192 2281 170 64 43
internal_count=3121 3098 3078 3049 215 2834 194 174 153 118 92 2812 2779 2749 2729 47 2682 2648 61 2616 61 2555 274 247 55 192 2281 170 64 43
is_linear=0
shrinkage=0.1


Tree=8661
num_leaves=31
num_cat=0
split_feature=132 1185 1203 40 39 42 1375 160 49 150 147 448 457 457 150 52 150 151 2 150 1374 13 13 133 133 12 403 12 12 43
split_gain=3.04486e-10 1.65579e-09 1.06401e-09 2.98727e-10 6.75144e-10 3.85102e-10 3.25293e-10 1.81078e-09 2.18703e-09 4.87544e-10 9.19916e-10 9.60747e-10 7.53753e-10 6.79032e-10 4.04965e-10 1.36093e-09 7.00119e-10 5.38224e-10 4.72037e-10 4.55103e-10 1.20645e-09 4.80513e-10 1.60991e-09 1.98657e-09 3.2977e-09 1.31644e-09 4.41709e-09 4.12703e-09 1.8532e-09 1.99812e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.24620999999999996 0.15619500000000003 -0.23802999999999999 -0.090674999999999992 -0.081969999999999987 -0.046979999999999987 0.12706500000000001 0.097985000000000017 1.0000000180025095e-35 0.096470000000000014 0.091495000000000007 0.10314000000000002 -0.014264999999999998 0.095275000000000012 0.095500000000000015 0.090425000000000019 0.090480000000000019 0.088460000000000011 -0.083364999999999981 -0.083894999999999983 0.11524500000000001 0.10466000000000002 0.088245000000000004 -1.0000000180025095e-35 0.087925000000000017 0.087285000000000015 0.0034250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 7 -7 -9 10 11 12 13 14 16 -16 17 19 -17 20 21 22 23 24 25 27 -27 28 29 -8
right_child=1 3 -4 4 -6 6 9 8 -10 -11 -12 -13 -14 -15 15 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.1408681892140192e-08 8.9338136928875296e-07 3.873178297908453e-07 -7.0121725920452509e-07 4.0244882780389921e-07 -5.7948080595338075e-07 -7.32096771748224e-07 -8.5397163633871295e-09 -6.1196731621748772e-07 7.3804263138299582e-07 3.6189532803937737e-07 -4.809542980264945e-07 6.5177535994418744e-07 -5.2299808378056356e-07 5.7443759686748314e-07 8.7004661271867403e-07 2.1414321048496279e-07 -4.753178285088119e-07 4.7413812941006959e-07 -4.3764902699194866e-07 4.618038815351611e-07 -7.7920711305523582e-07 3.1528986057402158e-08 -6.9866920060384911e-07 -9.6746365805054006e-07 1.2319336500847083e-06 1.2204547285885866e-06 -4.7626697856380214e-08 -1.4929698013908083e-06 8.8113821647084481e-07 -5.4769652386282244e-07
leaf_weight=195 21 20 27 24 20 36 400 20 30 38 39 23 27 21 23 25 31 24 20 21 20 1634 38 22 21 34 143 21 20 83
leaf_count=195 21 20 27 24 20 36 400 20 30 38 39 23 27 21 23 25 31 24 20 21 20 1634 38 22 21 34 143 21 20 83
internal_value=0 8.64319e-09 -1.12872e-07 2.18749e-09 -5.07613e-10 3.57254e-09 1.70606e-10 -1.9132e-07 1.98039e-07 6.20734e-09 1.18276e-09 8.27568e-09 2.64383e-09 8.10033e-09 3.4906e-09 2.44289e-07 -3.02783e-09 2.87341e-09 -7.55422e-08 -1.72991e-09 -5.72589e-09 6.77104e-10 -6.37883e-08 -3.13616e-08 -2.83774e-09 -3.9828e-08 1.9596e-07 -1.19474e-07 -6.21311e-08 -1.0119e-07
internal_weight=0 2899 222 2878 2858 2838 2814 86 50 2728 2690 2651 2628 2601 2580 68 2512 2481 45 2457 2436 2416 782 744 722 701 177 524 503 483
internal_count=3121 2899 222 2878 2858 2838 2814 86 50 2728 2690 2651 2628 2601 2580 68 2512 2481 45 2457 2436 2416 782 744 722 701 177 524 503 483
is_linear=0
shrinkage=0.1


Tree=8662
num_leaves=31
num_cat=0
split_feature=158 131 13 4 2 483 42 483 483 2 484 484 483 480 160 481 1447 12 480 403 50 132 130 1209 50 1210 13 4 159 403
split_gain=2.94516e-10 3.68352e-10 8.05218e-10 1.05033e-09 4.2854e-10 3.39016e-10 1.55914e-09 1.44276e-09 8.68034e-10 6.87834e-10 6.38587e-10 5.61557e-10 5.13661e-10 4.6973e-10 8.38539e-10 5.02786e-10 4.96834e-10 2.96531e-09 3.89103e-09 1.10389e-09 5.33384e-10 3.65579e-09 6.75198e-09 1.79265e-09 2.22159e-09 2.86037e-09 1.36214e-09 2.28621e-09 3.4947e-09 2.48697e-09
threshold=-0.47382999999999992 0.11767000000000001 -0.010094999999999998 -0.064054999999999987 0.09358000000000001 0.10143000000000001 0.093775000000000011 0.096950000000000022 0.095085000000000017 0.096325000000000008 -0.053834999999999994 0.12441000000000001 0.093265000000000015 0.11191000000000002 -0.55323499999999981 -0.23316499999999998 -0.085684999999999997 0.083985000000000018 0.08610000000000001 -0.55276999999999987 0.083090000000000011 -0.083284999999999984 0.0029050000000000005 -0.064814999999999984 0.087525000000000006 -0.00064999999999999986 -0.083364999999999981 -0.016304999999999997 -1.0000000180025095e-35 0.022375000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -4 7 10 8 12 -8 -7 -12 13 14 -2 -16 17 -17 -19 -18 -21 -22 23 -23 -25 -26 27 29 -29 -27
right_child=1 2 4 -5 -6 6 9 -9 -10 -11 11 -13 -14 -15 15 16 19 18 -20 20 21 22 -24 24 25 26 -28 28 -30 -31
leaf_value=-3.3516445413922088e-07 -5.0723144726582565e-07 9.5506640604980943e-07 1.6284869441905955e-07 -1.3331501709975178e-08 -4.3885057095849337e-07 -2.4117927137701897e-07 -1.8761516855647643e-07 6.823163733227581e-07 -5.2986881729016349e-07 -9.6765916649788932e-07 6.33468184955914e-07 -4.7147052452022436e-08 4.7284299507341727e-07 3.7336247309192253e-07 4.8731777761461334e-07 1.0862783930016512e-06 -6.4825486760953399e-07 6.280245791438521e-07 -8.7402088874049312e-07 -2.6145349555844711e-08 1.1603637475824752e-06 1.042025725723761e-06 -1.5757267166236491e-06 1.0943487342274239e-06 -1.1504328358569185e-06 7.4687398104527185e-07 2.4567793866710896e-07 2.0286992969248231e-07 -1.2456023461658739e-06 -6.0292427135555916e-07
leaf_weight=26 33 24 29 21 20 33 20 31 31 26 27 22 23 33 21 28 27 34 35 2137 30 20 25 20 20 39 198 31 36 21
leaf_count=26 33 24 29 21 20 33 20 31 31 26 27 22 23 33 21 28 27 34 35 2137 30 20 25 20 20 39 198 31 36 21
internal_value=0 2.81025e-09 1.97737e-07 5.03147e-07 -8.27428e-08 -3.29541e-09 -1.62531e-07 3.79897e-09 -3.60217e-09 -6.2851e-07 9.88718e-08 3.27886e-07 2.20155e-09 -1.68107e-09 -6.17343e-09 -9.88805e-11 -3.8885e-09 2.18329e-07 -1.33883e-07 -1.21662e-08 -5.50169e-09 9.47608e-08 1.67899e-08 1.202e-07 6.96891e-08 1.02885e-08 8.17175e-08 -1.73906e-07 -5.75414e-07 2.74445e-07
internal_weight=0 3095 94 45 49 3001 128 2873 2842 46 82 49 2811 2788 2755 2722 2701 97 69 2604 2577 440 410 385 365 345 325 127 67 60
internal_count=3121 3095 94 45 49 3001 128 2873 2842 46 82 49 2811 2788 2755 2722 2701 97 69 2604 2577 440 410 385 365 345 325 127 67 60
is_linear=0
shrinkage=0.1


Tree=8663
num_leaves=31
num_cat=0
split_feature=132 1203 394 129 402 12 16 3 402 0 4 1212 43 1212 4 4 12 15 4 4 16 4 4 1 1 1 3 43 13 3
split_gain=3.13301e-10 1.46169e-09 1.19735e-09 3.11819e-10 3.67904e-10 2.19339e-09 8.70215e-09 6.31156e-09 2.12021e-09 1.17661e-09 2.33361e-09 5.40067e-10 2.39114e-09 2.13126e-09 3.44656e-10 1.16243e-09 2.48435e-09 1.74042e-09 1.24292e-09 1.00753e-09 2.20593e-09 1.24056e-09 2.47413e-09 1.00218e-09 4.47823e-09 2.8741e-09 1.71457e-09 1.31324e-09 1.9948e-09 1.01188e-09
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 -0.082304999999999975 0.10708500000000001 0.088245000000000004 -0.08595499999999999 -0.085784999999999986 0.10265000000000002 -0.079984999999999987 -0.074729999999999977 -0.092474999999999988 -0.0017249999999999998 -0.087764999999999996 -0.0016099999999999997 0.0016150000000000003 0.085110000000000005 -0.089024999999999979 0.0045450000000000013 -0.0039549999999999993 -0.088159999999999988 -0.0047449999999999992 -0.0057249999999999992 0.094220000000000012 0.090475000000000014 0.098700000000000024 0.084940000000000015 -0.095049999999999982 -1.0000000180025095e-35 -0.083344999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 8 7 -7 -6 11 -8 -11 12 -5 -13 19 16 -16 -18 -17 21 -21 22 -15 24 26 -25 27 -20 29 -29
right_child=2 -3 -4 4 5 6 9 -9 -10 10 -12 13 -14 14 15 18 17 -19 23 20 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-3.309095347668629e-08 3.2929041214535167e-07 -9.305435426654185e-07 7.4357755011078561e-07 1.1847847656554222e-06 9.6723697749569386e-07 2.2920980998719645e-06 -6.3000702740604693e-07 -1.2780888700871726e-06 -9.8640383780238228e-07 9.4335316636791817e-07 -3.8969992640980724e-07 -9.8742164027498798e-07 -1.7235211321794726e-07 -7.9025186065400986e-09 9.9068499304021075e-07 -5.4496568612636886e-07 5.989447515730717e-07 -6.148810664251835e-07 -4.5428831683125284e-07 -1.2146038133406281e-06 1.4595883350501448e-07 7.6994828262400001e-07 -1.0757068793054714e-06 -9.6689570791008714e-07 1.5885434125366484e-06 1.407802071267434e-08 -7.3262392229859578e-07 -3.8372443381216297e-07 9.6312053123881478e-07 2.1110947602586015e-07
leaf_weight=196 29 20 22 20 21 20 24 31 22 24 29 22 37 1586 39 38 21 27 32 22 26 20 22 32 21 448 24 34 32 180
leaf_count=196 29 20 22 20 21 20 24 31 22 24 29 22 37 1586 39 38 21 27 32 22 26 20 22 32 21 448 24 34 32 180
internal_value=0 -1.16188e-07 8.64406e-09 3.03583e-09 -2.79303e-10 1.52699e-07 4.33618e-07 -3.71323e-07 -8.70585e-09 -4.91038e-08 2.13947e-07 -6.88945e-10 3.03836e-07 -7.29897e-09 9.81632e-10 4.98734e-08 3.97848e-07 -8.38323e-08 1.3876e-08 -2.60897e-08 -4.77632e-07 -1.27764e-08 -2.25118e-08 4.03218e-08 1.76508e-07 -5.13202e-08 7.83203e-08 1.4833e-07 2.26719e-07 1.16603e-07
internal_weight=0 216 2905 2883 2854 149 97 52 2705 77 53 2683 57 2626 2604 928 87 48 841 1676 48 1628 1608 803 323 480 302 278 246 214
internal_count=3121 216 2905 2883 2854 149 97 52 2705 77 53 2683 57 2626 2604 928 87 48 841 1676 48 1628 1608 803 323 480 302 278 246 214
is_linear=0
shrinkage=0.1


Tree=8664
num_leaves=31
num_cat=0
split_feature=49 142 14 4 13 2 16 2 15 1 15 15 15 43 402 1 43 15 0 2 16 2 12 15 52 15 15 48 2 9
split_gain=2.9043e-10 2.93869e-10 6.55583e-10 1.7563e-09 8.90321e-10 1.3103e-09 1.73465e-09 7.23417e-10 5.39955e-10 1.76558e-09 2.02868e-08 9.15054e-09 1.37317e-09 4.63814e-09 1.09592e-09 1.27571e-09 1.58815e-09 1.07746e-09 2.11677e-09 8.50866e-10 1.15304e-09 1.13188e-09 1.39503e-09 7.89041e-10 2.69044e-09 1.19424e-09 8.73162e-10 4.55514e-09 1.14029e-09 8.75586e-10
threshold=-0.42399999999999993 -0.057499999999999989 -0.087574999999999986 0.018150000000000003 -0.117405 0.10402500000000002 -0.076669999999999988 0.13404500000000005 -0.10203999999999998 0.092695000000000013 -0.11033999999999998 -0.10653 -0.096999999999999989 -0.0011349999999999999 0.095140000000000016 0.102705 -0.084154999999999994 -0.094549999999999981 -0.094654999999999975 0.095195000000000016 -0.27167499999999994 0.090675000000000019 0.088245000000000004 -0.092489999999999989 -0.0041199999999999995 -0.091964999999999977 -0.088749999999999982 0.089670000000000014 0.086825000000000013 0.087755000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 -8 9 11 14 19 13 -10 15 -11 -17 18 -14 21 -21 22 -4 24 -19 -25 27 28 -27 -28
right_child=1 2 8 4 5 6 7 -9 12 10 -12 -13 17 -15 -16 16 -18 23 -20 20 -22 -23 -24 25 -26 26 29 -29 -30 -31
leaf_value=3.4652120272464042e-07 3.4587130007442589e-07 -1.037600000683173e-06 -1.1401525717525558e-07 4.7935396286410044e-07 4.3068141325856388e-07 -1.2112173965306284e-06 -5.6208769990462318e-07 2.2535860060608165e-07 4.0059098100284934e-07 -6.0221365944338842e-07 3.3382838083184653e-06 -2.1396400209994228e-06 1.1221888859639744e-06 -1.3879050498609292e-06 -6.994293642037519e-07 7.5512531239112562e-07 1.1280739978247746e-08 -8.8307336433309825e-07 -2.7078310580463951e-07 2.5916431389344759e-08 1.0641057782834197e-06 -5.7951672197810294e-07 7.1665607682310413e-07 7.318952133966212e-07 5.5649922202860581e-07 -4.6890496304941873e-07 -1.8813118132718823e-09 -1.4995510753124108e-06 3.3962471693828193e-07 5.932549877343263e-07
leaf_weight=24 24 22 62 24 24 20 20 28 29 24 20 20 24 29 20 37 128 37 20 23 20 27 30 22 20 26 2215 24 53 25
leaf_count=24 24 22 62 24 24 20 20 28 29 24 20 20 24 29 20 37 128 37 20 23 20 27 30 22 20 26 2215 24 53 25
internal_value=0 -2.69242e-09 -5.41469e-09 -2.18423e-07 -6.30622e-08 -2.04562e-07 -4.28766e-07 -1.02744e-07 4.6007e-09 1.10892e-07 2.95666e-07 -1.21598e-07 -1.27075e-08 -4.93657e-07 4.50649e-09 7.89971e-08 1.78082e-07 -1.3956e-09 4.8902e-07 1.27543e-07 5.08795e-07 -1.02203e-08 1.56856e-07 -1.03049e-08 -3.7796e-07 -1.44384e-09 -8.32965e-09 -2.93016e-07 7.35263e-08 4.76083e-09
internal_weight=0 3097 3073 138 116 92 68 48 2935 411 229 182 2524 58 209 189 165 2466 44 162 43 119 92 2422 57 2365 2343 103 79 2240
internal_count=3121 3097 3073 138 116 92 68 48 2935 411 229 182 2524 58 209 189 165 2466 44 162 43 119 92 2422 57 2365 2343 103 79 2240
is_linear=0
shrinkage=0.1


Tree=8665
num_leaves=31
num_cat=0
split_feature=40 2 11 9 3 9 13 1186 457 151 159 159 159 3 1 16 472 150 472 49 4 1 2 15 52 4 2 12 12 12
split_gain=3.14607e-10 6.63478e-10 3.30454e-10 6.48462e-10 3.13002e-09 1.23348e-09 3.15783e-10 1.32092e-09 7.49665e-10 7.02996e-10 7.78361e-10 1.39226e-09 1.04335e-09 1.02117e-09 2.04174e-09 1.72697e-09 1.18541e-09 1.01223e-09 8.54861e-10 7.17528e-10 1.98831e-09 8.48211e-09 1.76298e-09 1.16136e-09 1.0993e-09 1.88642e-09 1.1138e-09 1.0693e-09 2.82017e-09 1.10443e-09
threshold=-0.24620999999999996 0.31358000000000003 -0.011194999999999998 0.091600000000000015 -0.014944999999999998 0.085555000000000006 -0.0034749999999999994 -0.085584999999999981 -0.081454999999999986 0.08357500000000001 0.10545500000000001 0.097495000000000012 0.11208000000000001 0.11658 0.11212500000000002 -0.54165499999999989 -0.38234499999999999 0.090480000000000019 -0.081069999999999989 0.10969000000000002 0.052250000000000012 0.094220000000000012 0.092235000000000025 -0.068899999999999975 0.10473500000000001 0.0033150000000000007 0.10731 0.097575000000000009 0.10911500000000002 0.095330000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 -8 -9 10 11 13 -12 15 -15 -10 -17 18 -18 20 24 -22 -23 -21 25 27 -26 29 -29 -20
right_child=1 -3 3 4 -6 -7 7 8 9 -11 12 -13 -14 14 -16 16 17 -19 19 23 21 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=3.9533030076199794e-07 3.5715592857216578e-07 -4.5554905201417031e-07 -2.2286352978623372e-08 3.2528234171991245e-07 -1.2252720292439256e-06 7.3477312634681962e-07 7.3733678989271911e-07 -5.2393112774199823e-07 -8.4288862138040792e-07 -4.5968409318043599e-07 -7.7862069196044117e-07 8.3730542144166975e-07 2.7106008373165322e-08 1.0634561615319172e-06 -9.5030107338800462e-08 -7.0064522219581713e-07 6.7858145532303149e-07 6.1213897403015793e-07 -7.8732614796929075e-10 -7.6732120837570115e-07 2.2446471386198635e-06 -6.3508240865909708e-07 5.7700297361407139e-07 1.3558559053425881e-07 5.2951667006695402e-07 -1.0314065292504893e-06 -2.2666786309498223e-07 -8.4801461287224333e-07 3.8071144525665366e-07 7.2322012951901899e-07
leaf_weight=20 26 32 2045 30 23 23 27 24 22 27 25 24 45 29 32 20 21 34 251 28 21 30 20 29 64 20 28 47 31 23
leaf_count=20 26 32 2045 30 23 23 27 24 22 27 25 24 45 29 32 20 21 34 251 28 21 30 20 29 64 20 28 47 31 23
internal_value=0 -2.56185e-09 2.16138e-09 -8.71764e-10 -3.476e-07 5.27425e-09 -3.80779e-10 4.82059e-08 2.74165e-08 4.26086e-08 5.86772e-08 8.75572e-08 -2.60654e-07 6.35653e-08 4.55726e-07 2.88457e-08 5.75986e-08 8.10373e-08 5.15798e-08 2.93382e-08 6.52733e-08 5.58101e-07 -1.50248e-07 -3.07948e-07 -1.01378e-08 -8.66837e-08 2.99374e-07 -3.30062e-08 -3.59675e-07 5.9987e-08
internal_weight=0 3101 3069 3043 53 2990 2967 922 895 871 844 774 70 750 61 689 667 647 613 592 535 71 50 57 464 372 92 352 78 274
internal_count=3121 3101 3069 3043 53 2990 2967 922 895 871 844 774 70 750 61 689 667 647 613 592 535 71 50 57 464 372 92 352 78 274
is_linear=0
shrinkage=0.1


Tree=8666
num_leaves=31
num_cat=0
split_feature=1455 15 1455 47 2 47 3 3 4 3 2 47 48 1456 16 1456 4 1456 1456 156 49 12 483 42 483 483 1447 1456 1447 1447
split_gain=2.87867e-10 1.48549e-09 9.68595e-10 2.83702e-10 2.3024e-09 9.29236e-10 5.19379e-10 1.21581e-09 6.42577e-10 5.45996e-10 7.70892e-10 1.36562e-09 1.09891e-09 5.1861e-10 1.35151e-09 8.6792e-10 3.33659e-09 8.75317e-10 6.9902e-10 6.36185e-10 1.94817e-09 1.04338e-09 1.02546e-09 2.39758e-09 2.33165e-09 8.94465e-10 8.41087e-10 4.06417e-09 3.22148e-09 9.00253e-10
threshold=-0.097209999999999977 0.088495000000000018 -0.089344999999999994 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.078084999999999988 -0.075359999999999996 0.04735000000000001 -0.069009999999999974 0.10402500000000002 0.11893500000000001 0.092065000000000022 -0.14739999999999998 -0.026164999999999997 -0.080829999999999985 -0.012509999999999999 -0.066614999999999994 -0.033364999999999992 -0.065739999999999979 0.08610000000000001 0.088305000000000008 0.10143000000000001 0.093655000000000002 0.096720000000000014 0.095085000000000017 -0.086279999999999982 0.085755000000000012 -0.085024999999999989 -0.082824999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 13 8 -8 -6 -9 12 -12 -11 14 -4 16 -15 -17 -19 20 21 -20 24 -24 25 26 27 -21 -28 -30
right_child=2 -3 3 4 6 -7 7 9 -10 10 11 -13 -14 15 -16 17 -18 18 19 22 -22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=2.2274336994801811e-07 6.2426921675751155e-07 -7.5447708850008766e-07 1.1011622243965272e-07 -1.1281377376803903e-06 -2.8518764609756271e-08 6.5722480774804193e-07 8.0414179408416251e-07 -4.2455882097468795e-07 -5.1288279314722115e-07 3.6892224750053448e-08 -8.2796532946563928e-07 1.3888348385412049e-07 9.1941750159072575e-07 1.274643019087307e-06 -9.5113751314102051e-07 -5.3527275762614099e-07 -2.1286623959177201e-07 5.6930295409591221e-07 -6.6624681707594399e-07 3.0560173225988847e-07 9.1160525244049501e-07 3.3172820766677351e-07 9.4683368020691598e-08 -1.0275315638352822e-06 1.0310543052389159e-06 -5.9820550188760539e-07 1.2168321657926838e-06 -1.4387313136410285e-06 -6.5085327897967165e-07 6.9848327835787764e-09
leaf_weight=35 25 28 30 20 92 22 21 26 39 43 21 48 21 25 20 30 38 22 20 34 30 22 47 32 22 25 22 22 21 2218
leaf_count=35 25 28 30 20 92 22 21 26 39 43 21 48 21 25 20 30 38 22 20 34 30 22 47 32 22 25 22 22 21 2218
internal_value=0 -2.11577e-07 4.37357e-09 -7.36019e-10 -8.81184e-08 9.96849e-09 -2.12361e-08 8.90095e-08 -1.72719e-07 -5.44189e-09 7.64907e-08 -1.55375e-07 3.26471e-07 4.65519e-09 -3.14385e-07 1.07206e-08 3.77415e-07 1.72108e-09 8.07102e-09 3.16164e-09 2.96128e-07 -1.43498e-07 -5.47266e-09 -3.59885e-07 6.37106e-09 -3.25449e-09 3.16492e-09 -3.79672e-07 1.26469e-08 8.14846e-10
internal_weight=0 63 3058 3033 331 2702 311 180 131 159 133 69 64 2680 50 2630 63 2567 2537 2515 72 42 2443 79 2364 2342 2317 56 2261 2239
internal_count=3121 63 3058 3033 331 2702 311 180 131 159 133 69 64 2680 50 2630 63 2567 2537 2515 72 42 2443 79 2364 2342 2317 56 2261 2239
is_linear=0
shrinkage=0.1


Tree=8667
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1213 1213 402 15 1213 0 13 15 15 13 482 1186 129 1184 393 13 40 43 12 1 142 11 9 9 1 15 480
split_gain=2.68886e-10 1.29268e-09 7.02182e-10 3.02109e-10 3.91947e-09 3.12439e-09 1.17009e-09 4.85238e-09 3.30131e-09 1.95699e-09 1.27752e-09 1.81614e-09 9.56644e-10 4.93944e-10 3.84806e-10 6.26677e-10 8.19905e-10 4.87609e-10 3.79011e-10 2.77062e-09 1.24914e-09 1.02119e-09 1.634e-09 1.28917e-09 6.23718e-10 6.10674e-10 1.46959e-09 1.20218e-09 6.11998e-10 1.42863e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.084704999999999989 -0.082414999999999974 0.14135500000000004 0.085730000000000015 -0.090764999999999985 -0.085804999999999979 -0.088319999999999996 0.090615000000000015 0.088495000000000018 -0.010739999999999998 -0.29722999999999994 0.090275000000000008 -0.077709999999999987 0.083155000000000021 0.090035000000000018 0.24813000000000004 -0.24452499999999996 -0.34140499999999996 0.12757000000000002 0.11181500000000001 -0.057499999999999989 -1.0000000180025095e-35 0.091600000000000015 0.085555000000000006 0.13075500000000004 0.12044500000000001 0.11747
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 7 9 -8 -3 11 -10 -11 -6 15 -15 17 18 19 -17 -20 23 -23 -21 -25 26 28 -27 29 -26
right_child=1 3 -4 4 13 -7 8 -9 10 12 -12 -13 -14 14 -16 16 -18 -19 20 21 -22 22 -24 24 25 27 -28 -29 -30 -31
leaf_value=-3.9886066229673121e-08 7.8985647286615505e-07 -8.1820144184045308e-07 -5.8401535530568556e-07 -1.3682300180205079e-06 4.2117592390208559e-07 1.2749025613413237e-06 -1.0631904236409659e-06 1.2951278212232219e-06 2.5722556638019258e-07 7.1604579099065245e-07 5.3707786232501889e-07 -9.3959105432380367e-07 -2.5032196361962631e-07 -5.0336270248863005e-07 3.675937099347136e-07 1.1784133886294512e-06 6.375147680159899e-07 -4.202805095181768e-07 3.8278825692722657e-08 7.6735835922260205e-07 -8.5565244438095602e-07 7.5504815081709845e-08 -1.1483556136937523e-06 -5.3168377989591559e-07 2.3728869702737956e-10 -9.322141221446145e-07 8.2349774078626192e-07 1.6422647547642557e-07 2.7030510114222923e-07 -8.0975252103598905e-07
leaf_weight=195 21 30 27 21 28 21 33 31 32 21 39 21 20 25 28 20 20 28 54 22 22 24 20 22 2130 20 22 20 82 22
leaf_count=195 21 30 27 21 28 21 33 31 32 21 39 21 20 25 28 20 20 28 54 22 22 24 20 22 2130 20 22 20 82 22
internal_value=0 8.12657e-09 -1.06064e-07 2.4225e-09 -7.52662e-09 1.07931e-07 -2.64309e-11 2.51308e-07 -2.05116e-07 -2.04444e-07 1.02672e-07 -2.16985e-07 2.44647e-07 3.42577e-09 -1.1062e-09 -5.14991e-09 -2.22966e-10 -5.30859e-09 -6.23428e-10 6.32745e-09 -2.20491e-07 -3.50548e-09 -4.80795e-07 5.4692e-09 -1.76185e-09 3.3158e-09 1.0183e-08 -3.83994e-07 2.17363e-09 -8.04328e-09
internal_weight=0 2899 222 2878 2630 248 227 102 125 71 92 53 41 2609 2581 2553 2528 2508 2480 2404 76 2384 44 2340 2318 2296 2256 40 2234 2152
internal_count=3121 2899 222 2878 2630 248 227 102 125 71 92 53 41 2609 2581 2553 2528 2508 2480 2404 76 2384 44 2340 2318 2296 2256 40 2234 2152
is_linear=0
shrinkage=0.1


Tree=8668
num_leaves=31
num_cat=0
split_feature=401 401 16 1209 2 1209 1212 1212 401 403 16 16 1447 402 481 43 43 132 1211 401 52 457 1 1 1 16 50 457 402 42
split_gain=3.53761e-10 3.78762e-10 1.03226e-09 4.61026e-10 3.80211e-09 7.38619e-10 6.81938e-10 4.78154e-09 3.64389e-09 4.57319e-10 4.16818e-10 2.33142e-09 1.52257e-09 4.94433e-09 1.1652e-09 9.18317e-10 6.94066e-09 6.42462e-09 1.13344e-08 3.8977e-09 1.94019e-09 2.70638e-09 1.5404e-09 1.45713e-08 1.30349e-08 2.24477e-09 3.55359e-09 2.00412e-09 1.54273e-09 1.63075e-09
threshold=0.13837000000000002 0.11769000000000002 -0.082039999999999988 -0.084519999999999984 0.080205000000000012 -0.069599999999999981 -0.089544999999999986 -0.064959999999999976 0.097145000000000023 0.068400000000000002 -0.014754999999999999 -0.016164999999999995 -0.086279999999999982 0.10874500000000002 -0.08706499999999999 -0.011694999999999999 -0.010344999999999998 -0.083284999999999984 0.083115000000000008 0.086285000000000014 -0.092399999999999982 -0.079829999999999984 0.092695000000000013 0.094220000000000012 0.089875000000000024 -0.073404999999999984 0.11644500000000001 0.10378500000000002 -0.44724499999999995 0.093505000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 8 -8 9 -7 11 15 -12 14 -14 17 -17 -9 19 -19 -18 -22 24 -24 28 27 -27 -25 -23 -30
right_child=-2 2 -4 5 -6 6 7 10 -10 -11 12 -13 13 -15 -16 16 20 18 -20 -21 21 22 23 25 -26 26 -28 -29 29 -31
leaf_value=7.4179432760144803e-07 -4.0904868520945978e-07 7.5522599350582218e-07 -1.1832698250615184e-07 5.8050016853237394e-07 -1.0009101031062439e-06 -3.9681318239841118e-07 -1.2652820866302743e-06 1.4034849553941818e-06 1.4593014907404722e-06 1.3582866799310979e-07 -6.8177823323701941e-07 9.9456246130102965e-07 -7.2599727559463648e-07 1.4301310982219826e-06 -3.5630224795752759e-08 -1.846881296514658e-06 -8.5553098832983439e-07 6.1611482581091558e-08 -2.3127459627403368e-06 1.4766958493339644e-06 1.170858874388614e-06 -8.4825774820274087e-07 2.776229321170831e-06 2.8720040950575437e-08 -2.2545852506486545e-06 -1.6523431645509847e-06 1.0156551234609249e-08 1.0537530616126052e-06 -2.8012068397208085e-08 5.4776752768591173e-07
leaf_weight=21 21 24 31 22 31 27 30 36 20 40 36 25 25 23 1107 21 26 727 20 20 20 20 20 208 27 20 36 21 359 57
leaf_count=21 21 24 31 22 31 27 30 36 20 40 36 25 25 23 1107 21 26 727 20 20 20 20 20 208 27 20 36 21 359 57
internal_value=0 2.77524e-09 2.6286e-07 -1.92251e-09 -2.97126e-07 3.20632e-09 -1.0685e-09 -9.38964e-09 2.74773e-07 -7.8818e-08 3.81175e-09 3.61529e-08 -4.13464e-08 -2.13849e-08 -5.08768e-08 2.15252e-08 -5.19015e-08 9.7878e-08 3.65978e-08 9.94986e-08 -5.59364e-09 2.245e-08 -7.45651e-09 1.67036e-07 -1.22403e-07 -1.60654e-08 -5.83593e-07 1.22719e-07 9.63592e-09 5.08808e-08
internal_weight=0 3100 55 3045 52 2993 2971 2884 87 67 2854 1663 1191 1155 1132 1638 835 803 767 747 814 788 768 305 463 285 56 229 436 416
internal_count=3121 3100 55 3045 52 2993 2971 2884 87 67 2854 1663 1191 1155 1132 1638 835 803 767 747 814 788 768 305 463 285 56 229 436 416
is_linear=0
shrinkage=0.1


Tree=8669
num_leaves=31
num_cat=0
split_feature=1446 1213 42 4 1446 474 1447 158 42 1446 16 160 160 133 13 13 42 12 13 160 160 160 51 1372 457 0 1456 481 484 16
split_gain=3.24771e-10 2.54082e-09 2.28782e-09 4.45099e-09 2.737e-09 2.03295e-09 1.65782e-09 2.10942e-09 1.63077e-09 1.50098e-09 5.07055e-10 4.87806e-10 3.27821e-09 2.26004e-09 4.6515e-09 1.51142e-08 4.04973e-09 9.49126e-09 3.12499e-09 2.61478e-09 2.39133e-09 1.0981e-09 3.62371e-09 2.15622e-09 8.46088e-10 7.37386e-10 6.99163e-10 6.58491e-10 5.82691e-10 2.8486e-09
threshold=0.083715000000000026 0.04198000000000001 0.090690000000000007 -0.073104999999999989 0.085345000000000018 0.086280000000000009 -0.086279999999999982 0.10398500000000001 0.088200000000000014 0.057835000000000004 -0.013324999999999998 -0.090484999999999996 -0.088854999999999976 0.085355000000000014 -0.081029999999999977 -0.086134999999999975 0.090395000000000017 0.089625000000000024 -0.075974999999999987 -0.23055499999999998 -0.40698999999999991 -0.085764999999999994 -0.085384999999999989 -0.065504999999999994 -0.15747999999999998 -0.097024999999999986 -0.14739999999999998 0.091060000000000016 0.090535000000000018 -0.13941499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -4 -2 6 -6 8 10 11 -8 13 -13 14 15 25 17 19 -16 -15 -18 22 -14 -23 -25 -1 -26 28 29 -20
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12 12 21 16 18 -17 20 -19 27 -21 -22 23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-1.93619758298861e-07 1.1624273497545802e-06 1.1616107918771811e-06 -1.7389501900311189e-06 9.5926255374351035e-08 8.4752722259430627e-07 -8.7995729218380893e-07 -2.6020606396625038e-07 -9.3062825840206647e-07 1.0004469011448691e-06 -8.3253568293044242e-07 3.0991275720063748e-07 -1.2635142318068966e-06 1.4723749720246816e-06 -3.1762454126591267e-07 1.3236931487841978e-06 -3.0045889326672859e-06 -1.1083273167720282e-06 2.7458617140041497e-06 1.0536695986667672e-06 9.1472601229036101e-07 2.8301825087358643e-07 -9.2332813105363475e-07 -3.8746209053318703e-07 6.3998120225505772e-07 -4.7024827302155964e-07 4.9750911949458375e-07 -6.7038907345991898e-09 5.6368364550421358e-07 -3.892487905646062e-07 -3.2983167893139926e-07
leaf_weight=38 25 21 20 39 29 21 39 20 20 22 26 21 20 36 23 21 21 20 22 33 30 26 22 20 33 26 2326 21 34 46
leaf_count=38 25 21 20 39 29 21 39 20 20 22 26 21 20 36 23 21 21 20 22 33 30 26 22 20 33 26 2326 21 34 46
internal_value=0 1.07007e-07 1.43433e-08 -5.26066e-07 1.91477e-07 3.48726e-08 1.78241e-07 -6.60888e-09 2.10807e-07 -9.72478e-09 -3.21585e-08 -3.34864e-09 -1.94201e-08 1.03563e-07 -8.85817e-08 -6.7669e-07 4.20603e-07 8.27738e-07 2.5381e-07 2.71761e-07 -2.89889e-07 -8.74337e-09 4.98175e-07 -1.7596e-08 -7.69728e-09 8.71513e-08 -1.31884e-08 5.3751e-08 -5.12351e-08 1.17772e-07
internal_weight=0 260 239 59 180 155 134 105 85 2861 65 2839 2468 371 231 85 140 89 146 69 51 2447 42 2405 2379 64 2359 123 102 68
internal_count=3121 260 239 59 180 155 134 105 85 2861 65 2839 2468 371 231 85 140 89 146 69 51 2447 42 2405 2379 64 2359 123 102 68
is_linear=0
shrinkage=0.1


Tree=8670
num_leaves=31
num_cat=0
split_feature=481 131 15 2 52 0 403 1212 160 51 1447 160 133 479 2 484 49 160 160 1429 482 483 160 43 1372 39 16 151 160 13
split_gain=3.12949e-10 3.81749e-09 1.17159e-08 1.71358e-09 4.53853e-09 6.08919e-09 3.32571e-09 1.7864e-09 2.10753e-09 1.05595e-09 1.87816e-09 1.37194e-09 1.38832e-09 6.33192e-10 1.1853e-09 5.89328e-10 5.61343e-10 3.86457e-10 2.65253e-09 1.06593e-09 1.12345e-09 2.26795e-09 8.91751e-10 3.25333e-09 1.74402e-09 7.89112e-10 1.18227e-09 1.15535e-09 1.52331e-09 1.1455e-09
threshold=-0.00058999999999999992 0.089415000000000008 0.11295500000000001 0.083715000000000026 -0.0092699999999999987 -0.086234999999999992 -0.085729999999999987 0.087505000000000013 -0.53379499999999991 -0.025879999999999997 -0.086849999999999997 -0.063384999999999983 0.084415000000000018 0.086465000000000014 0.094215000000000007 -0.065594999999999987 0.087520000000000014 -0.090484999999999996 -0.088854999999999976 -0.026244999999999997 0.090355000000000005 0.10143000000000001 -0.085764999999999994 -0.082064999999999985 -0.065504999999999994 0.087470000000000006 -0.4714549999999999 -0.0064299999999999991 -0.40698999999999991 -0.083364999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 8 -8 16 -11 12 -12 17 -15 -13 -10 19 -19 -2 25 -22 23 -20 -24 26 -21 -28 29 -29
right_child=13 -3 -4 6 5 -7 7 -9 9 10 11 15 -14 14 -16 -17 -18 18 22 20 21 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=-6.3687429538415181e-07 7.7194649089113398e-07 -1.0511921682673684e-06 2.5301109938880019e-06 -1.2116261486561087e-06 2.3669548025750944e-06 -7.1120607240497214e-08 -9.3398415123147057e-07 7.903743677515093e-07 -7.6266017835280318e-07 8.8906825832661224e-07 1.2586863159020307e-07 7.4846017891364434e-07 -1.0108614633606651e-06 1.602801078607027e-07 -8.4614549950856601e-07 7.8463957916855263e-09 -1.343221462946076e-08 -1.137162801764394e-06 -4.3175804518926141e-07 7.166243787795876e-07 1.2950229876196319e-06 -1.9291301376662366e-07 -8.309946797278546e-07 1.3284718249906291e-06 -7.446698005805712e-09 -6.3489692934126653e-07 -5.2164655357617426e-07 -8.0491534133572084e-07 4.3897600081576316e-07 1.1478993692836572e-08
leaf_weight=23 22 27 20 24 20 21 25 27 20 30 22 21 21 22 25 22 20 21 21 22 20 21 26 21 2339 20 42 23 65 68
leaf_count=23 22 27 20 24 20 21 25 27 20 30 22 21 21 22 25 22 20 21 21 22 20 21 26 21 2339 20 42 23 65 68
internal_value=0 9.0118e-08 1.87635e-07 2.93596e-08 4.8746e-07 1.11818e-06 -9.7013e-08 3.15962e-08 -8.15917e-08 5.50096e-08 2.07788e-07 -2.98686e-08 -4.29279e-07 -1.11263e-08 -3.75053e-07 3.69541e-07 -3.88046e-07 -4.8632e-09 -1.8152e-08 1.01623e-07 4.91419e-08 5.32909e-07 -8.38916e-09 4.48357e-07 -1.65005e-08 -3.35017e-08 2.11706e-08 -5.6102e-08 6.92369e-08 -1.94862e-07
internal_weight=0 343 316 296 64 41 232 208 181 156 116 86 43 2778 47 43 40 2731 2428 303 281 41 2407 42 2365 240 220 198 156 91
internal_count=3121 343 316 296 64 41 232 208 181 156 116 86 43 2778 47 43 40 2731 2428 303 281 41 2407 42 2365 240 220 198 156 91
is_linear=0
shrinkage=0.1


Tree=8671
num_leaves=31
num_cat=0
split_feature=132 399 1203 393 1 394 390 13 40 0 2 128 128 11 33 394 9 3 3 128 42 3 16 43 41 3 12 4 13 4
split_gain=2.9346e-10 1.11242e-09 1.01364e-09 5.06925e-10 1.25688e-09 4.46226e-10 5.12275e-10 3.53948e-10 2.18508e-09 1.10407e-09 9.13556e-10 7.20073e-10 8.25347e-10 5.95973e-10 6.24317e-10 5.48946e-10 4.25793e-10 8.70708e-10 4.55662e-10 2.81583e-09 1.28089e-09 9.07237e-10 8.9525e-10 1.96023e-09 1.36779e-09 1.0703e-09 1.61278e-09 4.37657e-09 2.76496e-09 1.19199e-09
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.088255000000000014 0.088975000000000012 -0.12099999999999998 0.089065000000000019 0.24813000000000004 -0.24452499999999996 -0.059114999999999994 0.31358000000000003 0.10773500000000001 0.10091000000000001 -0.011194999999999998 -0.009184999999999997 -0.088129999999999986 0.088235000000000022 -0.014944999999999998 -0.094874999999999987 0.085955000000000018 -0.14609499999999997 -0.092174999999999993 -0.08231999999999999 -0.14169499999999999 0.07882500000000002 -0.24163499999999996 0.098330000000000015 -0.049534999999999989 0.084330000000000016 -0.50052499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 -2 7 8 -7 -9 11 12 13 -10 -15 -16 18 -18 19 22 -20 -22 23 -17 -25 29 28 -28 -27 -24
right_child=1 -3 -4 4 -6 6 -8 9 10 -11 -12 -13 -14 14 15 16 17 -19 20 -21 21 -23 25 24 -26 26 27 -29 -30 -31
leaf_value=-4.324684021144709e-08 4.1180844681952699e-07 5.4587538426774606e-07 -7.905995911983154e-07 9.2224287500892617e-08 -8.649262907590089e-07 1.0548652657860203e-06 -4.6667811795447531e-07 2.9661096713577233e-08 5.4325977479103521e-07 -7.8522699121640971e-07 -5.5250215946843717e-07 4.9095685679481731e-07 -4.7619002832074594e-07 -4.6996329156509431e-07 5.2261028361586105e-07 -8.4396201962342521e-07 -8.6506752694504041e-08 7.343234057562616e-07 -8.1162019682778919e-07 1.2022829749143553e-06 5.3843237971307197e-07 -1.5562559146350254e-08 1.760981445620542e-07 3.291480069833597e-07 -5.8218043858212942e-07 3.0732235396593391e-07 1.747013343620181e-06 -2.4971849113409831e-07 -8.763845928960734e-07 -7.2925732341061048e-07
leaf_weight=196 27 38 20 34 23 20 23 60 21 23 29 31 35 27 21 33 28 24 20 22 30 2017 33 58 23 111 23 21 24 26
leaf_count=196 27 38 20 34 23 20 23 60 21 23 29 31 35 27 21 33 28 24 20 22 30 2017 33 58 23 111 23 21 24 26
internal_value=0 8.36901e-09 -1.12446e-07 1.24475e-09 -2.93994e-07 7.23359e-09 3.3085e-09 7.22505e-09 1.35307e-08 -1.96151e-07 5.69228e-09 1.1852e-08 6.13296e-09 1.27221e-08 8.33746e-09 1.34743e-08 9.1856e-09 2.92338e-07 3.15367e-09 1.04725e-07 -1.52245e-08 -7.44343e-09 3.61279e-08 -1.94301e-07 7.03757e-08 1.46501e-07 2.6825e-07 7.94028e-07 9.68856e-08 -2.22872e-07
internal_weight=0 2905 216 2867 57 2810 2783 2760 2677 83 2657 2628 2597 2562 2541 2514 2493 52 2441 374 2067 2047 352 114 81 238 179 44 135 59
internal_count=3121 2905 216 2867 57 2810 2783 2760 2677 83 2657 2628 2597 2562 2541 2514 2493 52 2441 374 2067 2047 352 114 81 238 179 44 135 59
is_linear=0
shrinkage=0.1


Tree=8672
num_leaves=31
num_cat=0
split_feature=130 10 2 40 2 45 376 1132 47 45 11 33 9 9 1 1 374 131 132 1186 1185 0 52 130 1213 1210 1212 1213 1213 1210
split_gain=3.09877e-10 8.39027e-10 9.47891e-10 7.96916e-10 6.10382e-10 4.59599e-10 3.17784e-10 4.81481e-10 4.30253e-10 4.35872e-10 2.16277e-09 6.01142e-10 5.03719e-10 5.71025e-10 4.28259e-10 1.30575e-09 5.9646e-10 5.2823e-10 4.20406e-10 9.28669e-09 5.39141e-09 1.11114e-09 1.44189e-09 7.51982e-10 4.40276e-10 3.90737e-09 3.76331e-09 1.30741e-09 1.27362e-09 1.36593e-09
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 -1.0000000180025095e-35 1.0000000180025095e-35 0.13975500000000002 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 0.10141500000000002 0.13820500000000002 0.14516000000000004 0.087505000000000013 0.13767000000000004 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 -0.073309999999999986 0.089575000000000016 0.096010000000000012 -0.085284999999999986 -0.099939999999999987 -0.089079999999999979 -0.087049999999999975 -0.090764999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 -7 9 10 -8 -12 14 -14 16 -16 17 18 19 21 -20 22 23 -13 25 -22 -26 28 29 -27
right_child=1 3 -4 4 -6 6 8 -9 -10 -11 11 12 13 -15 15 -17 -18 -19 20 -21 24 -23 -24 -25 26 27 -28 -29 -30 -31
leaf_value=-3.9236093002159583e-07 -1.7336628843622748e-08 -6.1739744288453432e-07 9.4459983415617896e-07 -4.8077121789447114e-07 5.3801138728019965e-07 -5.3926266753444874e-07 1.041459709085757e-06 5.2585008880612351e-08 4.0964342728190013e-07 -3.6033007111682585e-07 -4.8071543075751001e-07 -1.4642277953251271e-07 6.8311344272803151e-07 -7.3079769435935301e-09 -8.7724907438448771e-07 1.1147240704357341e-07 4.5350781692440216e-07 -4.7962374975193835e-07 -1.5679669765879888e-06 2.1846074384157533e-06 1.4715865313519318e-06 5.4295603651629179e-07 -8.1032114043940366e-07 5.2418501383044714e-07 -1.1612892340703443e-06 -7.9797677869919432e-07 5.3891894820944071e-09 -7.392333340508881e-07 6.5735582140722262e-07 8.5109828734860967e-08
leaf_weight=20 21 21 20 20 21 27 20 28 26 33 26 102 23 25 22 34 29 23 22 20 20 24 30 20 28 20 2201 21 33 141
leaf_count=20 21 21 20 20 21 27 20 28 26 33 26 102 23 25 22 34 29 23 22 20 20 24 30 20 28 20 2201 21 33 141
internal_value=0 2.52879e-09 4.51901e-07 -3.49221e-09 7.49983e-10 -2.98842e-09 1.98927e-10 -2.37958e-07 4.64971e-09 1.03989e-09 5.17485e-09 -2.06178e-09 2.32335e-09 3.23519e-07 -3.2026e-09 -2.76954e-07 2.4046e-09 -2.43163e-09 1.66062e-09 1.42663e-07 -9.45625e-09 -8.93756e-08 -1.89217e-07 -3.64871e-08 4.45902e-09 1.34645e-07 -9.26626e-09 1.02781e-08 9.14108e-08 -2.45904e-08
internal_weight=0 3101 41 3060 3039 3018 2998 55 2943 2917 2884 2864 2838 48 2790 56 2734 2705 2682 196 2486 176 152 122 2464 235 2229 215 194 161
internal_count=3121 3101 41 3060 3039 3018 2998 55 2943 2917 2884 2864 2838 48 2790 56 2734 2705 2682 196 2486 176 152 122 2464 235 2229 215 194 161
is_linear=0
shrinkage=0.1


Tree=8673
num_leaves=31
num_cat=0
split_feature=401 132 1185 132 401 1212 401 401 391 1212 1212 43 401 1211 15 128 16 129 131 133 1210 13 403 129 13 13 12 142 133 11
split_gain=3.27102e-10 3.97685e-10 1.49865e-09 8.0761e-10 4.18564e-10 8.92256e-10 6.10134e-10 3.75323e-10 1.15287e-09 6.69393e-10 1.9207e-09 1.76974e-09 6.00846e-10 1.31975e-09 1.80884e-09 5.73453e-10 1.79136e-09 1.04657e-09 6.23465e-10 7.3271e-10 7.67152e-10 1.29733e-09 8.06274e-10 5.99231e-10 6.6714e-10 1.13233e-09 5.56926e-10 1.38256e-09 1.03926e-09 7.30152e-10
threshold=0.13837000000000002 -0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.11769000000000002 -0.41103999999999991 0.11336 0.10632500000000002 -0.088134999999999977 -0.092474999999999988 -0.073259999999999978 -0.0037449999999999996 -0.13200999999999999 0.11671000000000002 0.095175000000000023 0.10773500000000001 -0.080029999999999976 0.10532000000000001 0.13695500000000002 0.51114000000000004 0.0028200000000000005 -0.050064999999999991 0.10692500000000002 -0.04689999999999999 0.24394000000000002 0.27020000000000005 0.12757000000000002 -0.057499999999999989 0.076280000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 7 8 -4 11 -11 -10 13 14 -12 17 -17 18 19 20 22 -22 23 -14 26 -26 27 -25 -28 -29
right_child=-2 2 4 -5 5 -7 -8 -9 9 10 12 -13 15 -15 -16 16 -18 -19 -20 -21 21 -23 -24 24 25 -27 28 29 -30 -31
leaf_value=-6.3083693282223049e-08 -3.9333367026085313e-07 8.5418717530739659e-07 -7.5544575025787711e-07 -7.0223254211172885e-07 -1.1115109280715977e-07 7.1792528660807878e-07 -5.3588219657285667e-07 3.305672034871675e-07 1.0770076542598873e-06 -7.834121476897113e-07 1.2192109134839088e-08 -6.1638306137778138e-08 4.7977409280974823e-07 -3.0989362965991189e-07 1.2958611088314294e-06 1.0620626625268414e-06 -1.9677274024205033e-07 -5.6519406246627921e-07 5.1991028340496637e-07 -5.028467157820881e-07 1.0113842843395562e-06 -7.9129679519951434e-08 -4.7449403450312077e-07 7.8423615599893477e-07 8.0807770843791706e-07 -3.8896235004789275e-08 -8.1657217911867983e-07 -5.610098329592954e-07 9.5975885345139369e-08 -6.4085626624816385e-09
leaf_weight=195 21 21 20 22 27 25 21 35 21 31 23 39 26 23 21 20 26 33 23 29 20 24 36 22 27 38 24 24 26 2178
leaf_count=195 21 21 20 22 27 25 21 35 21 31 23 39 26 23 21 20 26 33 23 29 20 24 36 22 27 38 24 24 26 2178
internal_value=0 2.66911e-09 1.24956e-08 -1.27882e-07 6.31962e-09 2.87443e-07 1.11733e-09 5.16071e-09 1.02519e-09 6.55899e-09 -8.53022e-10 3.36888e-07 8.32569e-09 3.03969e-07 6.24852e-07 6.36198e-10 3.50547e-07 -5.72582e-09 1.66804e-09 -3.1499e-09 2.77698e-09 4.16558e-07 -4.80586e-09 2.34373e-09 -2.96332e-09 3.12924e-07 -1.19926e-08 -4.57234e-09 -3.42047e-07 -1.24533e-08
internal_weight=0 3100 2883 217 2862 52 2810 2789 2754 2734 2674 60 2643 67 44 2576 46 2530 2497 2474 2445 44 2401 2365 2339 65 2274 2224 50 2202
internal_count=3121 3100 2883 217 2862 52 2810 2789 2754 2734 2674 60 2643 67 44 2576 46 2530 2497 2474 2445 44 2401 2365 2339 65 2274 2224 50 2202
is_linear=0
shrinkage=0.1


Tree=8674
num_leaves=31
num_cat=0
split_feature=1211 43 1185 1212 133 0 15 401 133 1208 133 1209 402 401 1212 0 1176 1186 394 3 4 1186 1186 1212 1212 403 43 42 1212 1213
split_gain=3.12958e-10 8.11089e-10 4.96735e-10 4.8048e-10 4.0858e-10 1.21819e-09 1.50378e-09 6.91646e-10 6.36011e-10 3.43585e-10 4.24335e-10 1.22131e-09 4.37276e-10 5.21416e-10 3.84092e-10 7.91876e-10 6.90223e-10 4.5287e-10 4.09842e-10 7.51591e-10 8.72834e-10 1.00847e-09 9.55358e-10 6.27246e-10 2.51277e-09 1.78007e-09 2.91259e-09 9.45557e-10 6.91613e-10 7.16141e-10
threshold=0.11716500000000001 0.062770000000000006 -0.10973499999999999 0.13631000000000001 0.51314000000000015 -0.072594999999999979 0.088850000000000012 -1.0000000180025095e-35 0.41892500000000005 0.11332500000000002 0.40431 -0.097919999999999993 0.14722000000000005 0.13148500000000005 0.10083000000000002 -0.085939999999999989 0.087330000000000019 -0.10142499999999997 -0.078674999999999981 -0.084319999999999992 -0.086849999999999997 -0.0046349999999999994 0.068350000000000008 0.087575000000000014 0.086920000000000011 -0.085729999999999987 -0.0082299999999999995 -0.087299999999999975 0.058525000000000008 -0.081399999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 7 6 -6 -4 9 10 11 -9 13 14 16 -16 17 -13 19 20 -19 -22 -23 24 28 27 -27 -25 -20 -30
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12 12 -14 -15 15 -17 -18 18 23 -21 21 22 -24 25 -26 26 -28 -29 29 -31
leaf_value=-5.0089916385331886e-07 5.4547491090213016e-07 -2.6157488562716936e-07 -4.7311898561753378e-07 -4.5623491115273521e-07 -8.4013969359963585e-09 -4.3204443329614155e-07 1.049926758781794e-06 -7.6362686600294273e-07 5.1439459764305681e-07 -4.0554051836460575e-07 3.4649101093821497e-07 4.6470753540277315e-07 -4.4226519426098836e-07 4.6941559238196837e-07 -7.4418201368838969e-07 4.9783047183324064e-09 5.3002713207206394e-07 1.1908712262235593e-07 4.4085768374907512e-10 1.2833815163341906e-07 6.681045761069982e-09 -1.3208688625354625e-06 -3.8505640702624079e-07 2.1315589435744189e-07 -1.091116012914773e-06 1.4237705372579512e-06 1.0546435435441839e-08 -7.4759574744120991e-07 8.2259004687200238e-07 -1.3526139355235501e-08
leaf_weight=20 33 20 31 23 29 20 25 21 24 21 35 21 22 24 21 43 25 30 2346 57 23 20 24 21 21 25 35 20 21 20
leaf_count=20 33 20 31 23 29 20 25 21 24 21 35 21 22 24 21 43 25 30 2346 57 23 20 24 21 21 25 35 20 21 20
internal_value=0 2.40928e-07 -4.16138e-09 -9.01948e-10 2.56009e-09 2.34644e-07 4.81565e-07 -3.2597e-09 1.72853e-09 -2.52008e-09 4.2372e-10 -3.84119e-09 1.81879e-09 5.31177e-09 1.295e-09 -2.4084e-07 7.01543e-09 2.14386e-09 -1.50385e-09 -1.59852e-07 -3.29201e-07 -5.29926e-07 -8.10426e-07 8.2154e-09 -2.02463e-09 2.52354e-07 5.9939e-07 -2.55503e-07 7.55682e-09 4.14728e-07
internal_weight=0 53 3068 3048 3025 74 54 2951 2920 2896 2875 2840 2819 2797 2773 64 2709 2684 2663 154 97 67 44 2509 2408 101 60 41 2387 41
internal_count=3121 53 3068 3048 3025 74 54 2951 2920 2896 2875 2840 2819 2797 2773 64 2709 2684 2663 154 97 67 44 2509 2408 101 60 41 2387 41
is_linear=0
shrinkage=0.1


Tree=8675
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 52 16 130 12 2 448 0 45 1209 401 402 1210 1210 1209 1208 1208 16 1374 151 1374 2 151 475 49 160 150
split_gain=3.00744e-10 8.51659e-09 4.81597e-09 1.05093e-09 3.5643e-10 3.00247e-10 7.93228e-10 4.50765e-10 3.62416e-10 2.90905e-10 7.06595e-10 3.83358e-10 2.74032e-10 3.99948e-10 3.64463e-10 7.37231e-10 7.40387e-10 5.09629e-10 4.1465e-10 5.5051e-10 3.81205e-10 2.72902e-09 2.86512e-09 9.96185e-10 3.78976e-09 2.15566e-09 9.97875e-10 2.26221e-09 1.54679e-09 1.09663e-09
threshold=-0.083284999999999984 0.089165000000000008 0.12358500000000001 0.10022000000000002 0.090645000000000017 -0.046599999999999996 0.087380000000000013 0.086305000000000007 0.084755000000000011 0.068920000000000023 -0.26609999999999995 0.10041000000000001 -0.14444499999999996 0.13699500000000003 0.22872000000000001 -0.13847499999999999 -0.090569999999999998 -0.089214999999999989 0.11846000000000001 0.10480500000000002 -0.0094449999999999968 0.087855000000000016 -0.37203999999999993 0.086765000000000023 0.090935000000000016 -0.52488999999999986 -0.082274999999999987 -0.009244999999999998 -0.084454999999999988 0.12820000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 6 7 -1 -9 10 -2 12 -12 14 15 -14 -17 -18 19 20 23 22 -22 25 -25 -19 27 -27 -29 -28
right_child=2 -3 -4 -5 -6 -7 -8 8 -10 -11 11 -13 13 -15 -16 16 17 18 -20 -21 21 -23 -24 24 -26 26 29 28 -30 -31
leaf_value=3.3139194882729187e-07 5.6940228164008164e-07 1.9334314157257053e-06 -1.5549415107329877e-06 -7.8753518451435411e-07 2.4415537434553982e-07 1.5422844561336596e-07 -7.328999856781593e-07 1.0862978732412947e-08 -5.0013535502804866e-07 -3.7785502257747796e-07 3.6579187394636393e-07 3.8270891593583657e-07 6.0562283692888747e-07 -4.4045188230614127e-07 -4.2773877424906463e-07 -5.8151240590508346e-07 -5.0196936996371732e-07 -9.6269358752207092e-07 4.4731378054729292e-07 -5.2146544021525193e-07 1.1662626353370342e-06 -1.1704874439255082e-06 -4.2579692973861304e-08 1.4434215994123921e-06 -1.9119704224661945e-07 1.143262697995012e-06 2.6549997412946355e-08 -5.7891862148551354e-07 5.8193450129806485e-07 -7.190658280364915e-07
leaf_weight=23 22 23 20 20 39 35 21 35 23 20 20 26 20 21 20 22 20 22 21 20 20 21 997 23 37 26 1438 24 22 20
leaf_count=23 22 23 20 20 39 35 21 35 23 20 20 26 20 21 20 22 20 22 21 20 20 21 997 23 37 26 1438 24 22 20
internal_value=0 1.12998e-07 -8.52993e-09 -1.00625e-07 -2.25667e-08 -9.84949e-08 -1.85214e-07 -4.32209e-08 -1.91774e-07 2.20158e-09 4.85746e-09 4.8423e-10 -3.04734e-09 -5.68756e-09 -2.39508e-09 6.94954e-10 -3.73189e-09 9.56852e-10 4.69469e-09 1.21342e-09 5.15816e-09 -4.21069e-08 -1.8807e-08 3.55931e-08 4.35407e-07 2.01364e-08 3.42686e-08 3.97685e-07 -2.3728e-08 1.63221e-08
internal_weight=0 219 2902 196 176 137 102 81 58 2882 2862 2840 2814 2794 2773 2753 2733 2711 2691 2670 2650 1038 1017 1612 60 1552 1530 72 46 1458
internal_count=3121 219 2902 196 176 137 102 81 58 2882 2862 2840 2814 2794 2773 2753 2733 2711 2691 2670 2650 1038 1017 1612 60 1552 1530 72 46 1458
is_linear=0
shrinkage=0.1


Tree=8676
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1210 1210 402 1212 1212 16 1212 1210 1209 403 3 1209 403 403 43 52 399 0 1213 15 132 43 1203 403 132 1186 130
split_gain=2.99433e-10 4.57974e-10 4.82481e-10 7.42442e-10 6.03938e-10 3.95759e-10 3.02994e-10 1.65176e-09 1.50262e-09 5.75709e-10 5.64667e-10 5.34262e-10 5.88708e-10 3.13675e-09 3.83316e-10 3.66505e-10 1.66487e-09 1.7567e-09 2.09059e-09 1.16175e-09 8.12606e-10 6.03459e-10 1.46037e-09 1.21304e-09 1.10831e-08 7.35077e-09 1.33614e-09 9.15598e-10 8.24403e-10 7.9825e-10
threshold=0.12461500000000002 0.10737500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 0.13775000000000001 -0.092474999999999988 -0.087764999999999996 -0.091354999999999978 -0.21859999999999999 -0.083289999999999989 -0.084519999999999984 -0.5335399999999999 -0.085709999999999995 -0.033554999999999995 -0.090774999999999981 -0.092894999999999991 0.055925000000000009 0.12418000000000001 -0.086229999999999987 -0.077084999999999987 0.0036000000000000003 0.089595000000000022 -0.083284999999999984 -0.011694999999999999 0.089480000000000018 -0.065924999999999997 -0.084389999999999979 -0.086329999999999976 0.0029050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 -8 -6 -10 -9 -12 13 -13 -14 16 17 18 20 -17 -16 23 27 24 -21 28 -26 -23 -25 -29
right_child=-2 -3 -4 4 5 -7 7 10 9 -11 11 12 14 -15 15 19 -18 -19 -20 21 -22 22 -24 25 26 -27 -28 29 -30 -31
leaf_value=5.5706986212082181e-07 -3.8569472380345362e-07 4.2041497924681328e-07 -3.8136272924778802e-07 -5.2336117271067908e-07 8.306360860807707e-07 -4.3008922039873487e-07 -8.6356005795096286e-07 5.1092645001269625e-07 1.1664998822353753e-07 -5.1141617149141897e-07 -4.7766195917653889e-07 -5.1183248878625984e-07 -3.9779568196488909e-07 1.077369584913236e-06 -6.285659167723715e-08 -7.6657381555378388e-07 9.7327691448645925e-07 8.0791153978820011e-07 -1.0354084918873243e-06 2.2945357581806015e-06 4.9968023063673428e-07 -3.3310228981046445e-07 -8.2359295168051484e-07 5.4017484054493879e-07 -8.7246010309627315e-07 -1.9152598544991404e-06 4.2527509088968954e-08 -7.5093277229354031e-08 3.4768944569266878e-09 7.4695718099281388e-07
leaf_weight=24 20 26 33 22 26 21 22 22 54 20 23 23 24 27 130 20 21 26 20 23 32 48 30 29 20 20 79 27 2188 21
leaf_count=24 20 26 33 22 26 21 22 22 54 20 23 23 24 27 130 20 21 26 20 23 32 48 30 29 20 20 79 27 2188 21
internal_value=0 2.48302e-09 -1.05072e-09 3.07496e-09 -1.33057e-09 2.50277e-09 5.55636e-09 -3.95532e-10 1.76673e-07 -5.30976e-08 6.26049e-09 2.33867e-09 6.2703e-09 3.46337e-07 1.05214e-10 3.59813e-09 1.24693e-07 3.90189e-08 -7.08229e-08 -7.47205e-09 4.82618e-08 -1.36258e-09 -2.14588e-07 1.00263e-08 3.17088e-07 -6.72002e-09 -1.42318e-07 -2.42742e-08 1.04973e-08 2.84554e-07
internal_weight=0 3101 3075 3042 3018 2996 2975 2875 100 74 2853 2831 2808 50 2758 2734 229 208 182 2505 162 2485 126 2359 122 2237 99 96 2217 48
internal_count=3121 3101 3075 3042 3018 2996 2975 2875 100 74 2853 2831 2808 50 2758 2734 229 208 182 2505 162 2485 126 2359 122 2237 99 96 2217 48
is_linear=0
shrinkage=0.1


Tree=8677
num_leaves=31
num_cat=0
split_feature=1211 43 401 401 1210 1185 403 403 1209 403 403 1209 1209 1212 1210 1213 3 2 1210 130 403 403 400 1203 401 13 401 390 401 16
split_gain=3.28595e-10 6.83156e-10 5.1855e-10 9.01877e-10 4.92489e-10 3.30155e-10 3.83051e-10 7.42803e-10 6.04177e-10 3.36325e-09 7.38107e-10 6.74039e-10 7.75632e-10 4.10434e-10 3.53372e-09 2.35325e-09 6.09595e-10 1.28745e-09 2.77487e-10 4.03168e-09 3.00909e-09 9.201e-10 3.4129e-10 3.46859e-10 2.9254e-10 1.46691e-09 1.19851e-09 6.77452e-10 4.69311e-10 1.33763e-09
threshold=0.11716500000000001 0.057265000000000003 -0.46360499999999999 -0.13200999999999999 0.26755500000000004 -0.10973499999999999 -0.55327499999999985 -0.54856499999999986 -0.087714999999999987 -0.0047449999999999992 -0.5341999999999999 -0.079679999999999987 -1.0000000180025095e-35 -0.089544999999999986 -0.12043 -0.085714999999999986 -0.081459999999999991 0.088125000000000023 -0.0061249999999999994 0.08610000000000001 -0.085284999999999986 -0.50388999999999984 -0.095334999999999989 0.087520000000000014 0.10711000000000001 -0.0095349999999999983 0.09530000000000001 0.088375000000000023 0.085900000000000018 -0.079734999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 -7 -8 9 -9 -10 -12 -13 15 -15 16 -14 -18 19 20 -16 -20 -23 24 26 -26 27 28 -24 -30
right_child=1 -3 3 4 -6 6 7 8 10 -11 11 12 13 14 18 -17 17 -19 21 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-4.4057870288346139e-07 6.5690070933353292e-07 -6.7490949788862052e-08 5.1953715337111303e-07 -4.0764187360764479e-07 -4.8867803971439747e-07 3.3374524700992855e-07 -5.6990738466597779e-07 1.1788301511235963e-06 -6.1051990286387091e-07 -5.329256765662649e-07 5.382673108393331e-07 -6.2582270402344883e-07 -4.2262273112214645e-07 -1.2704938109080063e-06 1.1530216089575346e-06 9.9659385897312976e-07 6.8840202903753722e-07 -4.0625630368768251e-07 -6.3405297578108972e-07 -8.6356312424738597e-07 -1.0587928798215857e-07 -3.0883486147104121e-07 -9.3549489337175844e-09 3.0150247574476036e-07 -3.3905112931361975e-07 7.9143218674933768e-07 -7.5597935408820515e-07 5.2061581823181771e-07 7.4860265475888753e-07 -2.6065270445722416e-07
leaf_weight=27 23 30 33 20 21 34 23 24 20 22 23 20 32 22 39 27 22 21 23 28 37 35 2331 39 22 24 21 25 29 24
leaf_count=27 23 30 33 20 21 34 23 24 20 22 23 20 32 22 39 27 22 21 23 28 37 35 2331 39 22 24 21 25 29 24
internal_value=0 2.46868e-07 -4.2698e-09 -3.95962e-10 -6.10002e-09 -2.70727e-09 2.23225e-11 -3.84627e-09 6.27753e-10 3.60164e-07 -5.14693e-09 -8.89732e-10 -5.28555e-09 -8.54728e-10 -8.29628e-09 1.96055e-07 -9.21395e-08 1.53801e-07 2.07665e-09 1.62217e-07 5.40136e-07 -4.39617e-09 1.28309e-09 5.59885e-09 9.38006e-10 2.50766e-07 -3.79125e-09 2.7658e-09 -2.66467e-09 2.91581e-07
internal_weight=0 53 3068 3041 3008 2987 2967 2933 2910 46 2864 2844 2821 2801 2699 102 75 43 2677 104 76 2573 2550 2515 2476 46 2430 2409 2384 53
internal_count=3121 53 3068 3041 3008 2987 2967 2933 2910 46 2864 2844 2821 2801 2699 102 75 43 2677 104 76 2573 2550 2515 2476 46 2430 2409 2384 53
is_linear=0
shrinkage=0.1


Tree=8678
num_leaves=31
num_cat=0
split_feature=132 394 1203 132 132 1 16 130 399 50 3 484 45 11 104 33 47 47 9 123 47 51 51 2 51 148 447 50 3 50
split_gain=2.90965e-10 1.37441e-09 1.31566e-09 2.90079e-10 8.13823e-10 5.35936e-10 3.98367e-10 3.3589e-10 3.62718e-10 2.66233e-10 8.09518e-10 1.79115e-09 7.20975e-10 1.47497e-09 3.99742e-10 5.25255e-10 4.00633e-10 2.94537e-09 1.63114e-09 3.60949e-09 8.62352e-10 4.3203e-10 1.04873e-09 1.96378e-09 2.05273e-09 6.36621e-10 7.57988e-10 6.21382e-10 2.18279e-09 6.62533e-10
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.41127499999999995 -0.44750499999999993 0.086455000000000018 -0.076354999999999992 0.087380000000000013 0.088190000000000018 0.13060500000000003 0.10299500000000002 -0.063689999999999983 0.094030000000000016 -0.014494999999999999 0.077525000000000011 -0.0066799999999999993 0.092165000000000011 0.096475000000000019 -0.013509999999999999 0.083805000000000004 0.088195000000000009 0.11444000000000001 0.123935 0.11585500000000001 0.161415 -0.10069499999999999 0.094580000000000011 0.10954500000000002 -0.078084999999999988 0.10377500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 -1 6 7 8 -5 12 11 -11 13 -2 15 -15 18 -18 19 -17 21 25 -23 24 -24 -20 27 29 -29 -27
right_child=1 -3 -4 5 -6 -7 -8 -9 -10 10 -12 -13 -14 14 -16 16 17 -19 20 -21 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-1.3359593839033871e-07 7.9829471716315638e-07 7.9573607210518693e-07 -8.8457304514122381e-07 -2.039252248514937e-07 6.7031380183379948e-07 -5.0908999300931846e-07 2.6169533890020427e-07 -4.9381384030766646e-07 3.1393090945844702e-07 -6.882742270590825e-07 7.3091842907047071e-07 3.1675859168129767e-07 -5.8732840494983637e-07 4.1425713523797945e-07 -3.68896365330329e-07 1.5344910056311083e-06 -1.1341137468871939e-06 -1.2669148788438247e-08 5.3979210536324124e-07 -1.4033192168162421e-07 -4.9876058613205843e-07 6.2830564317934929e-07 -1.1600926677601821e-06 7.5656905251393751e-07 1.5679840947474736e-07 -4.0320287369125628e-09 -5.4000506511160725e-07 5.4998787096996367e-08 -1.0789502989716483e-06 4.1204316374158879e-07
leaf_weight=34 23 22 20 38 20 27 36 20 21 25 20 61 21 30 30 22 26 236 21 31 35 37 20 22 29 2046 27 58 24 39
leaf_count=34 23 22 20 38 20 27 36 20 21 25 20 61 21 30 30 22 26 236 21 31 35 37 20 22 29 2046 27 58 24 39
internal_value=0 8.33411e-09 -1.11966e-07 -3.31289e-08 1.64148e-07 -1.0815e-07 -1.40161e-08 -1.39657e-07 -1.96035e-08 2.3255e-09 1.57866e-07 2.45979e-08 -3.61159e-09 8.36182e-10 -5.87496e-09 -1.84586e-09 -6.51593e-09 -1.23958e-07 6.24628e-09 5.54878e-07 -6.08512e-09 1.33788e-09 1.9664e-07 -2.83124e-08 -3.80708e-07 -8.18475e-09 -1.34297e-08 -6.86882e-09 -2.76889e-07 3.75067e-09
internal_weight=0 2905 216 196 54 142 115 79 59 2883 106 86 2777 2756 2733 2703 2673 262 2411 53 2358 2323 108 71 49 2215 2194 2167 82 2085
internal_count=3121 2905 216 196 54 142 115 79 59 2883 106 86 2777 2756 2733 2703 2673 262 2411 53 2358 2323 108 71 49 2215 2194 2167 82 2085
is_linear=0
shrinkage=0.1


Tree=8679
num_leaves=31
num_cat=0
split_feature=11 1211 403 401 402 1210 1200 128 15 128 4 128 132 1211 1 393 1186 12 1177 394 1184 394 128 128 128 12 130 132 42 52
split_gain=3.18429e-10 2.8985e-10 5.80717e-10 3.72285e-10 8.32969e-10 6.50083e-10 3.84751e-10 6.42122e-10 1.02706e-09 5.57029e-10 1.21562e-09 8.86712e-10 3.90962e-10 1.03048e-08 9.60581e-09 1.73759e-09 8.03417e-10 7.71445e-10 6.01092e-10 5.9305e-10 7.30665e-10 7.43841e-10 5.43016e-10 9.1037e-10 4.62966e-10 6.08107e-10 9.39684e-10 4.95696e-10 1.98982e-09 1.04152e-09
threshold=-0.072629999999999986 0.11716500000000001 0.022375000000000003 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.090100000000000013 0.10979500000000002 0.089595000000000022 0.10318000000000001 -0.085409999999999986 0.099125000000000005 -0.083284999999999984 0.10406000000000001 0.089475000000000013 0.10483000000000002 -0.085584999999999981 0.088930000000000023 -0.080424999999999983 -0.12099999999999998 0.084515000000000021 -0.088129999999999986 0.09445000000000002 0.089035000000000017 0.079650000000000012 0.23631000000000002 -0.22461999999999996 0.096135000000000012 -0.088934999999999986 0.060015000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 9 -9 11 -11 12 14 16 15 -6 17 -14 -18 -20 21 -21 23 24 25 26 -23 -28 -29 -30
right_child=1 2 -4 4 5 -7 -8 8 -10 10 -12 -13 13 -15 -16 -17 18 -19 19 20 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-3.880798276765875e-07 -3.7107302062024787e-07 5.0263657214166813e-07 -1.7412475667047798e-07 5.093982725412616e-07 -1.2924222893428219e-08 -5.7173804975718671e-07 4.1694564665497391e-07 5.4263986475475318e-08 -7.5581857102186971e-07 -1.6133298247820806e-07 9.2801507506123931e-07 -6.3358672832691818e-07 3.886522824595537e-08 -2.2676250813447042e-06 1.8911031719215788e-06 -9.4850192414489123e-07 -5.4280069264223138e-07 8.3392528969615458e-07 5.2451995806925627e-07 6.1540305523521971e-07 -5.8433854235318003e-07 6.2636785595297328e-07 5.2204249925580379e-07 -6.7305989205124216e-07 3.708014232602984e-07 -5.4991886571542642e-07 8.5045199044789314e-09 -9.9416982880029534e-07 -2.7693576074760411e-07 3.6179654671286699e-07
leaf_weight=21 27 32 21 32 145 20 22 34 29 21 20 22 26 20 27 23 20 23 22 20 21 24 20 20 34 20 2226 25 59 45
leaf_count=21 27 32 21 32 145 20 22 34 29 21 20 22 26 20 27 23 20 23 22 20 21 24 20 20 34 20 2226 25 59 45
internal_value=0 2.63738e-09 2.34486e-07 -1.39543e-09 1.90964e-09 -3.52531e-09 3.03614e-10 -2.80777e-09 -3.18631e-07 4.09368e-09 3.70056e-07 -1.18586e-09 3.74776e-09 -6.40059e-09 1.4036e-07 -1.41009e-07 1.09601e-08 4.12057e-07 3.27081e-09 7.57736e-09 3.0536e-09 8.00155e-09 3.08929e-09 -1.14189e-09 4.38148e-09 -8.11629e-10 3.80466e-09 -2.53994e-09 -1.93121e-07 -5.61205e-10
internal_weight=0 3100 53 3047 3020 2988 2968 2946 63 2883 41 2842 2820 2625 195 168 2605 49 2556 2536 2514 2493 2473 2453 2433 2399 2379 2355 129 104
internal_count=3121 3100 53 3047 3020 2988 2968 2946 63 2883 41 2842 2820 2625 195 168 2605 49 2556 2536 2514 2493 2473 2453 2433 2399 2379 2355 129 104
is_linear=0
shrinkage=0.1


Tree=8680
num_leaves=31
num_cat=0
split_feature=132 1203 1203 2 3 42 16 0 12 4 12 1213 402 403 0 2 1213 12 402 43 133 0 393 12 394 1176 394 13 40 13
split_gain=2.97851e-10 1.1235e-09 1.07423e-09 1.67701e-09 3.3022e-10 3.69582e-10 5.95259e-10 8.83038e-10 1.06004e-09 4.63979e-10 3.06438e-10 3.02202e-10 1.83584e-09 1.27315e-09 1.8374e-09 1.14096e-09 9.69689e-10 9.37926e-10 5.04769e-10 2.39686e-09 6.04067e-10 8.40177e-10 3.58614e-10 1.27353e-09 4.06658e-10 8.20389e-10 4.00839e-10 3.9755e-10 2.13985e-09 1.07045e-09
threshold=-0.083449999999999983 0.089480000000000018 0.089165000000000008 0.086000000000000007 -0.092644999999999991 -0.015274999999999999 -0.095094999999999985 -0.085939999999999989 0.11418000000000002 -0.069999999999999993 0.087385000000000004 0.060985000000000004 0.11086000000000001 -0.014954999999999998 -0.086934999999999985 0.086000000000000007 0.031805000000000007 0.088435000000000014 -0.45015499999999992 0.055925000000000009 0.50628500000000021 -0.071339999999999987 0.088255000000000014 0.089735000000000023 -0.12099999999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.24813000000000004 -0.24452499999999996 0.26746000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 -4 -1 6 -6 -8 9 -9 -7 16 13 14 -13 -16 18 -17 19 -2 22 -22 24 -24 -20 26 27 28 -26 -29
right_child=2 -3 3 -5 5 10 7 8 -10 -11 -12 12 -14 -15 15 17 -18 -19 20 -21 21 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=-3.7233740988868318e-07 -9.8743935336642623e-07 -8.2724506569320519e-07 1.1752648304863556e-06 4.8983758605986739e-08 -3.3629186771596174e-07 4.4053539360494806e-09 8.112538745308485e-07 -4.3224935729489924e-10 -5.5955311694333433e-07 5.8581704062513991e-07 -4.8437049342638885e-07 -7.743781703298096e-07 8.6888904137692544e-07 6.4278974439465253e-07 5.3138230725835457e-07 -7.4031602707691497e-07 -6.283221400735784e-07 1.7845132572347212e-07 4.4043275043545038e-07 4.8129393519502634e-07 -5.7033937718064077e-08 8.2726386347346865e-07 1.8727633242272241e-07 -8.1698680748124153e-07 1.0374650258171415e-06 -5.6025799083797142e-07 3.8062506743890324e-07 -8.5280566736400947e-07 -1.3145074406333561e-09 -6.2485318343248255e-09
leaf_weight=26 25 20 20 39 24 29 20 27 20 27 23 34 28 24 35 20 25 25 21 20 22 21 28 23 20 26 28 20 2342 59
leaf_count=26 25 20 20 39 24 29 20 27 20 27 23 34 28 24 35 20 25 25 21 20 22 21 28 23 20 26 28 20 2342 59
internal_value=0 -1.13287e-07 8.4284e-09 4.30774e-07 -4.04344e-08 1.03273e-08 1.08207e-07 2.21696e-07 6.23558e-08 2.92692e-07 -2.11784e-07 -3.27183e-10 1.30604e-07 -1.91925e-08 -1.58557e-07 1.03167e-07 -8.43712e-09 -2.2989e-07 -2.60017e-09 -3.34669e-07 3.12516e-09 3.74832e-07 -3.10134e-09 -2.65627e-07 2.22012e-09 -1.46824e-09 4.41614e-09 1.00757e-10 7.48125e-09 -2.20567e-07
internal_weight=0 216 2905 59 196 170 118 94 74 54 52 2846 166 138 114 80 2680 45 2655 45 2610 43 2567 51 2516 2495 2469 2441 2362 79
internal_count=3121 216 2905 59 196 170 118 94 74 54 52 2846 166 138 114 80 2680 45 2655 45 2610 43 2567 51 2516 2495 2469 2441 2362 79
is_linear=0
shrinkage=0.1


Tree=8681
num_leaves=31
num_cat=0
split_feature=130 39 42 42 133 129 1185 1201 1182 1177 128 4 128 128 0 129 1184 132 15 1204 1 394 1213 1212 1213 1210 16 15 1212 1213
split_gain=3.38494e-10 7.97727e-10 3.20082e-10 5.33078e-10 2.19066e-09 5.67557e-10 6.17241e-10 5.15775e-10 3.97728e-10 3.58246e-10 5.23896e-10 5.89285e-10 5.07815e-10 8.64796e-10 8.13092e-10 5.0611e-10 6.71141e-10 5.51734e-10 1.00104e-08 7.43993e-09 2.06429e-09 1.24117e-09 5.38587e-10 4.42462e-09 3.20713e-09 2.24533e-09 1.24618e-09 2.15692e-09 7.83912e-10 6.21754e-10
threshold=-0.23647499999999996 0.15438500000000002 -0.23802999999999999 -0.16797499999999996 0.089595000000000022 0.11234000000000001 0.093750000000000014 -0.08261499999999998 0.086460000000000009 -0.083384999999999973 0.10979500000000002 0.0082450000000000006 0.10318000000000001 0.089745000000000005 -0.079459999999999989 -0.077709999999999987 0.086750000000000008 -0.083284999999999984 0.091650000000000023 -0.082199999999999981 0.088135000000000005 0.013605000000000001 -0.085284999999999986 -0.089079999999999979 -0.087969999999999979 -0.091799999999999979 -0.092484999999999984 0.085550000000000015 -0.063924999999999996 -0.4908249999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -5 9 -9 12 -12 13 15 -15 -11 17 18 20 -19 -17 22 24 -24 25 -21 -27 -28 -25 -29
right_child=1 -3 3 5 -6 -7 -8 8 -10 10 11 -13 -14 14 -16 16 -18 19 -20 21 -22 -23 23 28 -26 26 27 29 -30 -31
leaf_value=-4.1007393207337374e-07 3.4096318365249723e-07 5.7694145816356013e-07 1.9337080464273037e-07 4.6266548512363672e-07 -1.0400345246353027e-06 4.9589479869298525e-07 -5.5644118560849162e-07 3.9349425635563143e-07 -4.2639923197963407e-07 -4.3376588759149227e-07 -6.6603863365344306e-07 4.3588387784025562e-08 4.426632575980595e-07 -9.1382609937795686e-07 -1.2110198213122204e-08 3.5927030228588567e-08 5.8668906611103476e-07 -1.7967968406280663e-06 2.1703427216059687e-06 -9.8844550840177764e-07 -1.0337771187994892e-06 7.1102562742453307e-07 -1.3076694416396935e-06 4.6721003003192945e-07 1.0449123545400012e-06 -3.9404088074742766e-07 1.104947053363503e-06 4.8801647251779776e-07 -3.1569279550611728e-09 -1.3939336521876353e-07
leaf_weight=20 27 24 36 24 24 23 20 23 22 26 25 22 26 20 20 128 20 23 22 21 21 25 26 36 34 35 25 22 2245 56
leaf_count=20 27 24 36 24 24 23 20 23 22 26 25 22 26 20 20 128 20 23 22 21 21 25 26 36 34 35 25 22 2245 56
internal_value=0 2.64724e-09 -1.83214e-09 -4.86672e-09 -2.99991e-07 1.05551e-09 -2.78046e-09 9.76998e-10 -2.81381e-09 3.98491e-10 -2.743e-09 -3.33873e-07 2.75439e-09 -1.3232e-09 -4.62968e-07 5.35521e-09 9.52357e-09 5.27815e-09 1.79163e-07 -6.39152e-09 -1.14837e-07 9.91712e-09 2.90604e-09 -1.05189e-08 1.6338e-07 -2.51244e-08 1.21468e-07 2.96641e-07 4.26666e-09 3.75684e-08
internal_weight=0 3101 3077 3050 60 2990 2967 2947 2923 2901 2878 47 2831 2805 40 2765 2739 2719 171 2548 149 2525 2500 2307 193 159 138 103 2281 78
internal_count=3121 3101 3077 3050 60 2990 2967 2947 2923 2901 2878 47 2831 2805 40 2765 2739 2719 171 2548 149 2525 2500 2307 193 159 138 103 2281 78
is_linear=0
shrinkage=0.1


Tree=8682
num_leaves=31
num_cat=0
split_feature=132 1185 15 12 47 2 0 3 2 40 130 1204 131 402 402 13 1210 1186 129 1184 393 1185 4 16 3 4 471 474 1429 474
split_gain=3.25622e-10 9.80839e-10 9.53878e-10 3.73216e-10 4.86859e-10 3.28291e-10 4.88747e-10 3.80343e-10 5.25271e-10 3.06935e-10 4.40217e-10 2.92998e-10 3.13538e-10 2.96107e-10 6.6375e-10 1.0753e-09 5.07117e-10 2.95885e-10 5.918e-10 5.59673e-10 5.08003e-10 3.06185e-10 2.9332e-10 1.20377e-09 2.03561e-09 4.19749e-10 1.55584e-09 9.12402e-10 8.68909e-10 6.67352e-10
threshold=-0.083449999999999983 -0.087384999999999977 0.092400000000000024 0.11527000000000001 0.085770000000000027 0.084985000000000019 -0.086074999999999985 -0.088494999999999976 0.091895000000000018 -0.24290999999999999 -0.22229499999999999 -0.081664999999999988 0.10014500000000001 -0.47355499999999995 -0.45015499999999992 -0.06977499999999999 0.24726500000000004 0.090275000000000008 -0.077709999999999987 0.084515000000000021 0.090035000000000018 0.08777500000000002 -0.50940999999999981 0.22339500000000004 -0.017889999999999996 -0.50052499999999989 -0.085064999999999988 -0.23025999999999996 -0.03528499999999999 -0.091284999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -7 -9 -3 -11 12 -12 -13 15 -15 17 18 -16 20 21 22 23 24 -20 28 -27 -28 -24 -29
right_child=1 9 -4 -5 -6 7 -8 8 -10 10 11 13 -14 14 16 -17 -18 -19 19 -21 -22 -23 25 -25 -26 26 27 29 -30 -31
leaf_value=2.9824595237926133e-08 6.7398425161710211e-07 -3.3830179010972363e-07 -6.9930861195643966e-07 2.9484272110786539e-07 -5.3789202793681892e-07 -1.9739507592930752e-07 -5.7451986894262595e-07 5.1888693354656776e-07 -9.7190049700657254e-08 4.3332200473737244e-07 5.3822288431807209e-07 3.4166218472364564e-07 1.8708478294753991e-08 -9.3149052304397639e-07 -4.4722954858874197e-07 5.2260400480008689e-08 4.5057107763568635e-07 2.9569343468844608e-07 -1.2922216588151514e-06 5.2642455401041848e-07 -4.2079958124586801e-07 3.4834660516480655e-07 -1.9342740270903135e-07 2.0947874595287013e-07 1.0172411528876845e-07 -8.8157618108652976e-07 5.7158848676408525e-07 -5.3865079792103647e-07 6.3397505821664406e-07 2.6373765439181645e-09
leaf_weight=32 22 26 25 28 22 30 23 31 25 24 21 25 26 20 30 25 25 33 20 20 29 25 22 39 22 20 28 23 30 2350
leaf_count=32 22 26 25 28 22 30 23 31 25 24 21 25 26 20 30 25 25 33 20 20 29 25 22 39 22 20 28 23 30 2350
internal_value=0 8.80791e-09 -1.18456e-07 -4.24278e-08 -1.00364e-07 -3.2097e-08 -2.22901e-07 8.9929e-08 2.43853e-07 3.73199e-09 6.84465e-09 3.23171e-09 2.50832e-07 -9.45322e-10 -4.04753e-09 -3.84962e-07 2.26365e-09 -1.90123e-09 -5.59597e-09 -5.54488e-10 -4.59574e-09 8.43362e-11 -3.32465e-09 -1.90578e-07 -5.6206e-07 2.8086e-09 -3.22932e-09 4.08719e-09 2.8392e-07 -2.60899e-09
internal_weight=0 2905 216 191 163 141 55 86 56 2883 2857 2833 47 2786 2761 45 2716 2691 2658 2628 2608 2579 2554 81 42 2473 2421 2401 52 2373
internal_count=3121 2905 216 191 163 141 55 86 56 2883 2857 2833 47 2786 2761 45 2716 2691 2658 2628 2608 2579 2554 81 42 2473 2421 2401 52 2373
is_linear=0
shrinkage=0.1


Tree=8683
num_leaves=31
num_cat=0
split_feature=130 39 132 394 1203 129 124 124 123 123 39 33 47 9 3 2 48 47 47 48 150 43 147 147 447 131 131 39 47 131
split_gain=3.1106e-10 6.59817e-10 3.2163e-10 9.31637e-10 7.81669e-10 3.43828e-10 3.36943e-10 3.53027e-10 5.26429e-10 3.96161e-10 4.32975e-10 1.25623e-09 4.93242e-10 2.52076e-09 2.5088e-09 8.82974e-09 1.51404e-09 1.3514e-09 6.90523e-10 5.57791e-10 9.80677e-10 2.58803e-09 7.08633e-10 7.61261e-10 5.2535e-10 4.98615e-10 8.24152e-10 5.17396e-10 5.02069e-10 6.49162e-10
threshold=-0.23647499999999996 0.15438500000000002 -0.083449999999999983 0.11233000000000001 0.089480000000000018 -0.080434999999999993 0.14970500000000003 0.091025000000000009 0.11679000000000002 0.09499500000000001 -1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.09055500000000001 -0.0049599999999999991 0.10402500000000002 0.13400000000000004 0.097970000000000015 0.09055500000000001 0.12879500000000002 0.12820000000000001 -0.074359999999999996 0.097985000000000017 0.092070000000000013 0.088380000000000014 0.13695500000000002 0.12193000000000001 0.10484500000000001 0.088195000000000009 0.091360000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 7 8 9 10 -7 -12 13 18 17 -16 -17 -14 19 20 22 -22 23 24 25 26 27 28 29 -13
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 11 12 14 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.9310812269377496e-07 -5.8429309548308682e-08 5.2483340766684712e-07 3.0117939008720751e-07 6.7091320483130063e-07 -7.150316153570202e-07 4.6185892189853915e-07 3.9740540495629486e-07 -3.8653590763715332e-07 4.2247288503411826e-07 -3.5562880089656802e-07 -6.597513847423373e-07 -8.4787875446311101e-09 -8.1534903117807569e-07 -8.097326637714385e-07 1.9851218790587029e-06 -9.0502078023746443e-07 2.7305982162791529e-07 3.46827952816115e-08 5.2362985934450995e-07 -5.3057437924053382e-07 -3.1372510143512501e-07 1.2950119605648071e-06 -5.088125726209521e-07 5.1554604121000532e-07 -4.2478737033964843e-07 4.7021521874574486e-07 -6.3167947855293148e-07 -4.1449513418001519e-07 -4.7146014672059461e-07 1.8972707829208847e-07
leaf_weight=20 194 24 38 21 20 20 21 24 29 32 29 1898 21 39 29 20 24 171 25 20 20 20 28 28 30 22 21 30 22 181
leaf_count=20 194 24 38 21 20 20 21 24 29 32 29 1898 21 39 29 20 24 171 25 20 20 20 28 28 30 22 21 30 22 181
internal_value=0 2.53447e-09 -1.53936e-09 7.29979e-09 -1.19794e-07 2.39624e-09 -1.65289e-09 -4.66411e-09 -1.34228e-09 -5.84434e-09 -1.69568e-09 -5.15762e-09 2.00856e-09 -1.23781e-08 1.31434e-07 6.30432e-07 -2.62431e-07 -5.82894e-08 8.82841e-10 -4.75021e-09 -1.77824e-10 4.90643e-07 -8.86493e-09 -2.59318e-09 -9.17571e-09 -3.4405e-09 -8.28271e-09 -2.13943e-09 3.74857e-09 8.77723e-09
internal_weight=0 3101 3077 2863 214 2842 2804 2783 2759 2730 2698 2678 2649 2384 265 73 44 192 2345 2320 2300 40 2260 2232 2204 2174 2152 2131 2101 2079
internal_count=3121 3101 3077 2863 214 2842 2804 2783 2759 2730 2698 2678 2649 2384 265 73 44 192 2345 2320 2300 40 2260 2232 2204 2174 2152 2131 2101 2079
is_linear=0
shrinkage=0.1


Tree=8684
num_leaves=31
num_cat=0
split_feature=120 52 130 33 34 11 376 43 39 1 0 147 9 2 39 150 160 448 16 150 4 4 4 42 42 402 43 3 3 4
split_gain=3.64433e-10 6.91371e-10 5.16777e-10 4.98537e-10 3.67626e-10 1.22876e-09 4.00421e-10 7.05267e-10 7.21336e-10 5.63964e-10 1.59626e-09 1.35201e-09 1.19335e-09 1.05175e-09 2.66748e-09 6.91203e-10 2.59102e-09 7.61188e-10 5.95364e-10 5.43436e-10 4.32868e-10 1.75262e-09 1.1153e-09 8.80071e-10 1.51164e-09 1.38679e-09 1.56576e-09 1.71392e-09 1.28895e-09 1.18377e-09
threshold=1.0000000180025095e-35 -0.014264999999999998 -0.22461999999999996 -0.044254999999999996 -0.08786999999999999 -1.0000000180025095e-35 0.086445000000000008 -0.052894999999999991 0.095070000000000016 0.13743000000000002 -0.026509999999999995 0.099730000000000027 0.091600000000000015 -0.0050599999999999994 0.086040000000000019 0.12640500000000002 -0.075414999999999982 1.0000000180025095e-35 -0.25582999999999995 0.11770000000000001 0.056795000000000005 0.053925000000000008 0.058735000000000009 0.091465000000000005 0.095885000000000012 0.087880000000000014 -0.084359999999999991 -0.087909999999999988 -0.086224999999999982 0.08184000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 9 8 -8 11 18 12 13 14 -7 17 -17 19 -11 20 21 -15 -22 25 -25 26 28 -28 -24 -29
right_child=1 -3 3 4 5 6 7 -9 -10 10 -12 -13 -14 15 -16 16 -18 -19 -20 -21 22 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=4.7645404634977243e-07 9.9102551779732087e-08 -6.6814378496731122e-07 4.8621627792315502e-07 3.4561798230470235e-07 -7.6844122694248145e-07 1.0929748378885052e-06 8.682954251071351e-08 -2.4273086404762238e-07 8.7195041477240351e-07 -2.9083637998795432e-07 -1.0143358909295957e-06 6.5871844372527601e-07 -6.9314251618379794e-07 -1.1411361587823072e-08 -1.7592325865376932e-07 3.5181863609068389e-07 -1.2011000998362372e-06 5.4677166872352245e-07 2.5242367589845872e-07 -4.8131178473909133e-07 7.5211400722234134e-07 -8.5353976101032458e-07 -7.2765455182956504e-07 -7.4214147770469622e-07 5.2352354304623731e-08 -4.8312008393549472e-07 1.0932341462829445e-06 7.197350527303862e-07 1.9781325741351953e-07 8.2883734438218164e-08
leaf_weight=23 24 23 21 30 21 30 25 21 22 43 21 31 25 2155 37 22 21 25 38 24 24 25 27 34 81 31 28 39 34 116
leaf_count=23 24 23 21 30 21 30 25 21 22 43 21 31 25 2155 37 22 21 25 38 24 24 25 27 34 81 31 28 39 34 116
internal_value=0 -2.76358e-07 4.22044e-09 6.605e-10 -2.70474e-09 -6.18796e-09 -8.14578e-10 2.39063e-07 4.54333e-07 -6.41804e-09 -2.37401e-07 1.96938e-09 -5.35935e-09 8.86408e-10 3.9224e-07 -8.87558e-09 -4.06584e-07 -2.40511e-09 -3.59736e-08 -7.64935e-09 -3.26697e-09 -2.10688e-08 9.04721e-08 4.97557e-08 -1.82541e-07 1.46898e-07 2.26941e-07 3.73195e-07 -2.1182e-07 2.43124e-07
internal_weight=0 47 3074 3051 3030 3000 2979 68 47 2911 102 2809 2778 2753 67 2686 43 2643 81 2618 2594 2180 414 390 115 275 244 183 61 155
internal_count=3121 47 3074 3051 3030 3000 2979 68 47 2911 102 2809 2778 2753 67 2686 43 2643 81 2618 2594 2180 414 390 115 275 244 183 61 155
is_linear=0
shrinkage=0.1


Tree=8685
num_leaves=31
num_cat=0
split_feature=448 0 148 148 120 121 9 3 9 4 1348 147 34 11 2 45 1429 156 1 1 1 1447 160 1 0 1 402 11 0 2
split_gain=3.32652e-10 5.20171e-10 3.13426e-10 4.62136e-10 3.51303e-10 5.93503e-10 5.39355e-10 1.33442e-09 6.60231e-10 5.59127e-10 5.42266e-10 5.1452e-10 5.79297e-10 1.0542e-09 9.20362e-10 4.39037e-10 6.15569e-10 1.0093e-09 4.6384e-10 3.66514e-09 2.54397e-09 1.8833e-09 1.26828e-09 1.69257e-09 2.3826e-09 1.56978e-09 9.65788e-10 8.16101e-10 8.13203e-10 2.45053e-09
threshold=0.068920000000000023 -0.26609999999999995 -0.098399999999999974 -0.085409999999999986 1.0000000180025095e-35 -0.080284999999999981 0.092890000000000014 -0.014944999999999998 0.088235000000000022 0.63113500000000011 0.090600000000000014 0.091170000000000015 -0.08786999999999999 -1.0000000180025095e-35 -0.080614999999999978 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.09202500000000001 0.093100000000000002 0.093700000000000019 0.059120000000000013 -0.43215499999999996 0.096255000000000021 -0.077084999999999987 0.096860000000000016 0.090075000000000002 0.097680000000000017 0.024095000000000002 0.10981000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 8 -8 9 10 11 12 -5 -14 -15 16 -16 18 21 -20 -21 -18 -22 24 -24 -25 27 28 -27 -30
right_child=-2 2 3 4 5 -7 7 -9 -10 -11 -12 -13 13 14 15 -17 17 -19 19 20 22 -23 23 25 -26 26 -28 -29 29 -31
leaf_value=4.871501749386715e-07 -4.065179655299289e-07 -3.4004953794690379e-07 4.8128235476951884e-07 4.9737417248746609e-07 -6.6302755282690452e-07 9.8137338433446078e-08 -1.3979908239583403e-07 9.3196601910893247e-07 -4.9460302607131886e-07 5.2910191698174455e-07 -5.0776784140301367e-07 3.8331247213514128e-07 -7.1240997927123407e-07 6.0279659396655925e-07 -5.6360180721526377e-07 3.7379340464364459e-07 -3.2588823500750366e-10 7.0098913226956941e-07 -1.0942442467948615e-06 1.080706229004136e-06 6.6567604483719589e-07 7.2961300708761374e-07 -1.3955314693208969e-06 8.1043838303598715e-07 -9.2554254847875154e-08 -7.1496659970193829e-08 -7.355238667947734e-07 -6.7119796597125981e-07 -1.3198159591615413e-07 1.0691104948206816e-06
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internal_value=0 2.62579e-09 -8.36219e-10 2.16469e-09 -9.95721e-10 -2.91728e-07 2.98957e-09 3.39075e-07 -2.37592e-09 2.18018e-09 -1.45753e-09 2.23945e-09 -2.45522e-09 -6.53473e-09 -1.23499e-09 -6.68261e-09 -1.08454e-08 -6.78396e-09 -1.20228e-08 -8.08307e-08 -3.05299e-08 1.29256e-08 -6.39506e-08 -9.00898e-08 -6.00495e-07 -3.84365e-08 -7.0156e-08 -4.43285e-08 -2.02644e-08 2.84397e-07
internal_weight=0 3101 3079 3052 3032 41 2991 47 2944 2917 2897 2876 2841 2818 2797 2772 2742 2722 2702 719 685 1983 665 642 59 583 562 541 521 75
internal_count=3121 3101 3079 3052 3032 41 2991 47 2944 2917 2897 2876 2841 2818 2797 2772 2742 2722 2702 719 685 1983 665 642 59 583 562 541 521 75
is_linear=0
shrinkage=0.1


Tree=8686
num_leaves=31
num_cat=0
split_feature=1211 132 1204 52 1212 0 403 1186 130 10 40 40 2 45 11 147 147 147 33 47 47 10 47 484 2 131 3 3 1 133
split_gain=3.2156e-10 6.86493e-09 8.28032e-09 7.22162e-10 1.84766e-09 1.40581e-09 7.08564e-10 5.18647e-10 3.00152e-10 6.64544e-10 8.8253e-10 6.50914e-10 5.24975e-10 4.35583e-10 1.58672e-09 4.64782e-10 5.45574e-10 5.48536e-10 4.58962e-10 4.18231e-10 3.99553e-09 3.19314e-09 6.44256e-10 4.77234e-10 7.48034e-10 5.51135e-10 4.53677e-10 2.592e-09 2.10994e-09 1.79211e-09
threshold=0.080695000000000003 -0.083284999999999984 -0.077669999999999989 0.084240000000000023 0.13592000000000001 -0.084674999999999986 -0.014954999999999998 -0.095479999999999982 -0.23647499999999996 -0.38124499999999995 -0.077714999999999992 -0.24134999999999998 0.17025000000000004 0.094030000000000016 -0.011194999999999998 0.10735000000000001 0.099230000000000013 0.093875000000000014 -0.009184999999999997 0.094160000000000008 0.096475000000000019 -0.014199999999999999 0.091340000000000018 -0.4999599999999999 0.15109000000000003 0.13767000000000004 -0.082594999999999988 -0.084074999999999997 0.090840000000000018 0.086910000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 5 -4 -5 -1 -9 10 -10 -11 13 14 -13 16 17 18 -16 21 -21 -20 23 -23 25 26 27 -25 29 -29
right_child=1 2 3 6 -6 -7 -8 8 9 11 -12 12 -14 -15 15 -17 -18 -19 19 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-4.2151624266277089e-07 1.8755517790580713e-06 -1.9921553152357775e-06 2.1673605925360999e-07 -3.3300189332557672e-07 -3.6485389707443327e-07 1.2669835487031379e-06 3.5248298979695396e-07 -3.8965612390029494e-07 8.7422076603616002e-07 -5.6135411206187631e-07 -5.3959025167603705e-08 8.4421466123206885e-07 4.9557682175526725e-07 -3.425453702582696e-07 -4.1472459357734166e-07 -4.7708386622010339e-07 5.0291308644730075e-07 -4.8471560951668382e-07 -9.1110950487897446e-07 1.4776945192807035e-06 8.8226287232373594e-09 3.7394879103830494e-07 5.6636073338722784e-07 -9.2421486978142451e-09 -5.6441753137903561e-07 -5.0128129383996232e-07 -3.8464020333527812e-08 2.5016867474042324e-07 -4.661703735564516e-07 1.0726694292054837e-06
leaf_weight=30 20 20 26 38 22 25 25 20 20 21 21 22 21 38 27 21 21 24 39 20 250 33 20 874 24 22 1251 54 20 52
leaf_count=30 20 20 26 38 22 25 25 20 20 21 21 22 21 38 27 21 21 24 39 20 250 33 20 874 24 22 1251 54 20 52
internal_value=0 1.313e-07 -9.23216e-08 1.87066e-07 4.01136e-07 7.31563e-07 -6.09841e-08 -7.84822e-09 -3.59092e-09 -9.23799e-10 3.98812e-07 -6.66632e-09 -2.55462e-09 -6.27466e-09 -1.66821e-09 -8.43036e-09 -4.82665e-09 -8.76117e-09 -4.50841e-09 -3.42995e-10 1.17628e-07 -1.36758e-08 1.21774e-09 -3.63327e-09 -9.05783e-09 -3.19393e-09 1.67409e-09 5.18869e-08 4.75909e-07 6.5366e-07
internal_weight=0 176 156 136 73 51 63 2945 2915 2895 41 2854 2833 2812 2774 2752 2731 2710 2686 2659 270 2389 2350 2330 2297 2273 2251 1000 126 106
internal_count=3121 176 156 136 73 51 63 2945 2915 2895 41 2854 2833 2812 2774 2752 2731 2710 2686 2659 270 2389 2350 2330 2297 2273 2251 1000 126 106
is_linear=0
shrinkage=0.1


Tree=8687
num_leaves=31
num_cat=0
split_feature=1211 1212 13 1185 393 1200 128 128 401 15 133 1210 133 1208 1208 403 15 1209 403 12 4 15 12 133 12 2 42 14 3 160
split_gain=3.42707e-10 9.85289e-10 7.86848e-10 4.73359e-10 3.64122e-10 2.9167e-10 3.92383e-10 8.52529e-10 3.34676e-10 8.59174e-10 7.00209e-10 5.62644e-10 4.63663e-10 9.42492e-10 4.8334e-10 5.02221e-10 4.71643e-09 4.84723e-10 2.22126e-09 4.72596e-10 1.83559e-09 1.10381e-09 1.5774e-09 9.23839e-10 8.52556e-10 8.39084e-10 6.78135e-10 6.08557e-10 8.448e-10 2.88546e-09
threshold=0.11301500000000002 0.11796000000000001 -0.06977499999999999 -0.10973499999999999 0.10856500000000001 0.089190000000000005 0.10979500000000002 0.11876500000000001 -0.13200999999999999 0.095175000000000023 0.51114000000000004 0.24726500000000004 0.41553500000000004 0.10737500000000001 0.092250000000000013 -0.5335399999999999 0.087575000000000014 -0.065739999999999979 -0.0047449999999999992 0.10911500000000002 -0.064054999999999987 -0.09095499999999998 0.12757000000000002 0.032270000000000007 0.10806000000000002 0.113445 0.11603500000000001 -0.31058999999999998 0.10299500000000002 -0.061914999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 8 -8 9 -5 11 12 13 14 15 16 -10 18 -17 24 -21 22 -22 25 26 -23 27 28 29 -19
right_child=1 2 -4 4 -6 -7 7 -9 10 -11 -12 -13 -14 -15 -16 17 -18 19 -20 20 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.8982016664922412e-07 7.5411729402899061e-07 -5.1678716303626973e-07 3.3249314294418281e-07 -1.0656658670566483e-07 3.1441825096104976e-07 2.9962782158756984e-07 -6.8133963521985506e-07 5.3576335826290381e-08 -8.032259194123981e-07 7.5818749934342132e-07 -4.9649616530273465e-07 4.8997758807198137e-07 -4.8641435171248312e-07 6.6419879983316481e-07 -4.3740003176341046e-07 2.0596684833349544e-07 1.2760511263347022e-06 1.3238208974159376e-07 -1.0142167080857691e-06 9.1449198186060815e-07 8.3458599698543923e-07 -3.3292678836005507e-08 -2.7259132816032601e-07 1.6051762124847395e-07 -6.4867225059320593e-07 -8.6526229234062129e-07 4.1036796865886286e-07 -6.367817150247298e-09 1.2692186166124633e-07 -1.4652798819270176e-06
leaf_weight=20 23 20 24 27 36 31 27 38 20 20 29 23 20 21 26 37 24 26 25 27 31 22 22 39 21 27 38 2328 29 20
leaf_count=20 23 20 24 27 36 31 27 38 20 20 29 23 20 21 26 37 24 26 25 27 31 22 22 39 21 27 38 2328 29 20
internal_value=0 2.23713e-07 -5.35434e-08 -4.91856e-09 -1.72211e-09 -5.51833e-09 -8.70657e-09 -2.51696e-07 -3.264e-09 2.61414e-07 -7.62122e-09 -2.60446e-09 -6.64634e-09 -3.19849e-09 -8.27284e-09 -4.19487e-09 3.30925e-07 -9.67232e-09 -2.86043e-07 -3.15712e-09 1.5912e-07 1.44739e-08 3.75003e-07 -2.02663e-07 -1.42304e-08 -4.91725e-07 -8.77232e-09 -1.54004e-08 -2.95772e-07 -5.62254e-07
internal_weight=0 67 44 3054 3034 2998 2967 65 2902 47 2855 2826 2803 2783 2762 2736 44 2692 62 2630 168 141 53 88 2462 49 2441 2403 75 46
internal_count=3121 67 44 3054 3034 2998 2967 65 2902 47 2855 2826 2803 2783 2762 2736 44 2692 62 2630 168 141 53 88 2462 49 2441 2403 75 46
is_linear=0
shrinkage=0.1


Tree=8688
num_leaves=31
num_cat=0
split_feature=47 0 1 47 15 47 0 1 131 1456 51 12 12 51 3 52 480 52 2 12 3 160 131 133 51 1447 2 1419 2 50
split_gain=3.01349e-10 2.34384e-09 1.2151e-08 2.92395e-09 1.37745e-09 9.2308e-10 6.52382e-10 4.66188e-10 3.70098e-10 8.63505e-10 3.4986e-10 9.65051e-10 1.6328e-09 1.51142e-09 1.43532e-09 1.28025e-09 6.28578e-10 4.81575e-10 4.26183e-09 7.84573e-09 1.06508e-08 6.12606e-09 1.72854e-09 1.63909e-09 1.10272e-09 6.45456e-10 1.92369e-09 8.96983e-10 2.01272e-09 6.88369e-10
threshold=0.092165000000000011 -0.10224499999999999 0.099400000000000002 0.09550500000000002 -0.18895499999999996 0.088915000000000008 -0.094299999999999981 0.12165500000000001 0.096490000000000006 -0.071109999999999993 0.11444000000000001 0.094375000000000014 0.090285000000000018 0.12229000000000002 -0.070099999999999982 -0.016329999999999997 0.11471500000000003 0.26746000000000009 0.092875000000000013 0.091715000000000005 -0.077774999999999983 -0.54512499999999997 0.09901500000000002 0.10722500000000001 -1.0000000180025095e-35 -0.086849999999999997 0.086330000000000004 0.087255000000000013 0.10327000000000001 0.096900000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -4 10 -5 -6 9 -8 16 12 13 -12 -13 -15 17 25 19 20 -19 -20 -21 24 -23 26 -1 29 -29 -27
right_child=1 3 4 6 7 -7 8 -9 -10 -11 11 14 -14 15 -16 -17 -18 18 21 22 -22 23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-4.020798138526516e-07 -2.5691931261400732e-06 1.1698051528180094e-06 8.0784250041601592e-07 -4.9901343404430748e-07 -4.3738408016401485e-07 4.9392227956865597e-07 7.0076544403718807e-07 1.9960605072810721e-07 -2.8702217425013998e-07 6.9574660027210246e-10 8.5723946429403619e-07 -8.0913919992491923e-07 1.1478781971163699e-06 -5.826795821898638e-07 2.1609996265523378e-07 3.7604662566081971e-07 5.1567841410360413e-07 -6.2602885305314734e-08 1.820825974889539e-06 1.0219212337858608e-06 -3.0740139416830853e-06 -8.1877456636902935e-09 -2.7707410589798769e-07 5.7550431591835155e-07 -1.0582935465919265e-06 -1.0673757059182649e-08 8.6404575692237512e-07 -1.1953879516113376e-06 1.5051102343477399e-07 2.196830571110481e-07
leaf_weight=20 22 22 21 27 27 39 20 20 32 148 21 22 20 30 36 26 23 24 21 20 23 20 21 20 20 2163 30 20 25 138
leaf_count=20 22 22 21 27 27 39 20 20 32 148 21 22 20 30 36 26 23 24 21 20 23 20 21 20 20 2163 30 20 25 138
internal_value=0 -8.90233e-08 -5.26387e-07 6.90599e-08 1.34521e-07 1.08394e-08 -3.76202e-08 -1.66324e-07 2.46678e-08 8.40374e-08 3.97089e-09 1.49903e-07 3.4285e-07 1.33751e-07 -1.72784e-07 -1.37557e-07 -4.76924e-09 -9.43602e-09 -1.72586e-07 -6.54374e-07 -1.53627e-06 3.50837e-07 3.56582e-07 -1.63659e-07 -5.33241e-07 2.07167e-09 3.57596e-07 -5.50557e-09 -4.47666e-07 3.14165e-09
internal_weight=0 339 90 249 68 2782 227 47 200 168 2743 155 97 77 58 56 2588 2565 169 88 47 81 41 60 40 2396 50 2346 45 2301
internal_count=3121 339 90 249 68 2782 227 47 200 168 2743 155 97 77 58 56 2588 2565 169 88 47 81 41 60 40 2396 50 2346 45 2301
is_linear=0
shrinkage=0.1


Tree=8689
num_leaves=31
num_cat=0
split_feature=130 12 402 401 1212 1208 1208 1210 403 1209 43 52 13 52 1213 1212 42 399 3 401 0 1211 1185 16 16 133 15 15 15 133
split_gain=3.0005e-10 7.49741e-10 2.88741e-10 5.872e-10 3.84986e-10 3.56871e-10 4.45528e-10 3.79925e-10 4.38846e-10 1.30053e-09 1.33228e-09 2.381e-09 2.68699e-09 1.64578e-09 3.21345e-09 4.45084e-09 2.4945e-09 7.0099e-10 6.39498e-10 4.25921e-10 2.59771e-09 4.59819e-10 7.37205e-10 4.07353e-10 1.76471e-09 1.17239e-09 4.75828e-09 4.36625e-09 2.91852e-09 2.40505e-09
threshold=-0.23647499999999996 0.23631000000000002 0.31278000000000006 0.13699500000000003 0.13795000000000002 0.11531000000000001 0.10233500000000001 -0.099939999999999987 -0.090774999999999981 0.085415000000000005 0.055925000000000009 0.10611000000000001 -0.085964999999999986 -0.0092699999999999987 0.04198000000000001 0.037395000000000005 -0.031659999999999994 -0.090259999999999993 -0.096544999999999978 -0.099524999999999988 -0.072594999999999979 0.11048500000000001 -1.0000000180025095e-35 -0.014754999999999999 -0.016164999999999995 0.057185000000000007 0.11728000000000001 0.11842000000000001 0.11171000000000002 0.084655000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 10 11 12 -9 -14 16 -16 18 -10 -15 20 -19 22 -21 24 25 27 29 28 -24 -27
right_child=1 -3 -4 -5 -6 -7 -8 8 17 -11 -12 -13 13 14 15 -17 -18 19 -20 21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.8609061888905669e-07 -3.5313731970173621e-07 5.8418594903741907e-07 3.6786790198155881e-07 -5.1897772343843167e-07 3.5012416969123246e-07 -3.8033939233628192e-07 3.7618814049221419e-07 9.5149029763683026e-07 -6.0397237007236986e-07 7.6281066141754251e-07 7.2652850064969247e-07 -8.6051696314370928e-07 -7.0679017443175957e-07 4.8168384523705756e-07 3.4418772397424245e-08 1.8692650468210558e-06 -1.2191850249688617e-06 2.7743106204891981e-07 -1.9345485903139636e-07 -5.8477241189145641e-07 -1.1843562120361641e-06 3.9905483382491572e-07 -2.525110706285221e-08 -4.8182276831200607e-08 8.6549780689892949e-07 1.0441571144307696e-06 1.6804969430950223e-06 -1.2427795707418259e-06 1.0687193398553063e-06 -1.2428727571651112e-09
leaf_weight=20 31 22 21 22 31 25 31 31 20 28 26 30 32 20 39 20 22 31 47 22 20 28 994 1120 25 24 20 29 25 265
leaf_count=20 31 22 21 22 31 25 31 31 20 28 26 30 32 20 39 20 22 31 47 22 20 28 994 1120 25 24 20 29 25 265
internal_value=0 2.48701e-09 -1.66934e-09 -4.20703e-09 -4.76812e-10 -4.09366e-09 -9.37237e-10 -4.90159e-09 -1.20204e-09 1.14436e-07 4.6442e-08 -2.69284e-08 9.15913e-08 -5.65024e-08 8.41004e-08 6.56401e-07 -2.9529e-07 -1.42075e-08 8.07908e-09 -9.67607e-09 -2.95819e-07 -3.9577e-09 -8.42852e-09 -3.36074e-09 3.29635e-08 1.76257e-08 1.88804e-07 -3.28456e-08 1.58821e-09 8.55724e-08
internal_weight=0 3101 3079 3058 3036 3005 2980 2949 2918 295 267 241 211 180 148 59 89 2623 67 2603 51 2552 2524 2502 1382 1357 309 1048 1019 289
internal_count=3121 3101 3079 3058 3036 3005 2980 2949 2918 295 267 241 211 180 148 59 89 2623 67 2603 51 2552 2524 2502 1382 1357 309 1048 1019 289
is_linear=0
shrinkage=0.1


Tree=8690
num_leaves=31
num_cat=0
split_feature=1203 16 12 132 399 1186 43 1203 156 156 156 132 456 11 475 1429 1429 0 16 156 0 0 474 376 40 52 456 456 1375 456
split_gain=2.72629e-10 6.88052e-10 6.54092e-10 3.30785e-10 9.20747e-09 7.82794e-09 5.98415e-10 3.22804e-10 2.99946e-10 2.04965e-09 9.22495e-10 8.48968e-10 1.00928e-09 6.74972e-10 1.66693e-09 1.79787e-09 1.37918e-09 1.88736e-09 8.06192e-10 1.52019e-09 1.00385e-09 1.10967e-09 2.17377e-09 5.7108e-10 8.75463e-10 8.54086e-10 5.6e-10 8.22942e-10 2.03591e-09 1.2856e-09
threshold=0.090185000000000001 -0.074319999999999983 0.090020000000000017 -0.083284999999999984 0.091580000000000009 0.0044650000000000011 -0.011244999999999998 0.084795000000000023 0.08759500000000002 0.087985000000000022 0.086945000000000008 0.090145000000000017 0.060100000000000008 0.088215000000000002 0.016915000000000003 -0.089414999999999981 -0.026244999999999997 0.047850000000000011 -0.014754999999999999 0.091255000000000017 -0.065229999999999996 -0.083914999999999976 0.089265000000000011 0.086445000000000008 -0.049804999999999995 -0.054584999999999995 0.091580000000000009 0.087635000000000005 0.08456000000000001 0.087015000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 7 6 -1 8 10 -10 23 12 13 14 15 -11 -17 18 -18 -20 21 -21 -23 26 25 -25 27 29 -29 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 9 11 -12 -13 -14 -15 -16 16 17 -19 19 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-4.7932402358341619e-07 3.1033372499257021e-07 6.435355800249454e-07 -4.2422113208121204e-07 -9.3140828254623363e-09 -2.0060550624471627e-06 1.9971730276324704e-06 -3.2622701973201968e-09 3.6063080403891944e-07 -1.0693789628746231e-06 8.871430089757702e-07 5.6336012126697224e-07 -6.5962224539362067e-07 6.5011998913178108e-07 3.682522374346162e-07 -7.3574919416127417e-07 -8.7324576810488001e-07 4.2169445291422205e-07 8.0883095279205017e-07 -7.9754159401090882e-07 -3.0140060371448071e-07 -4.6909181210791674e-07 1.270336985044196e-06 -1.8637567050307422e-07 1.0028387924605687e-06 -2.4959209370189499e-07 1.5252347593643748e-07 2.7980350481016103e-07 -9.513441768641922e-07 2.5765484220021161e-07 7.7684722630995881e-07
leaf_weight=32 27 23 22 2195 23 20 151 25 20 21 30 20 23 36 35 20 23 25 34 27 34 20 21 21 21 27 68 30 26 21
leaf_count=32 27 23 22 2195 23 20 151 25 20 21 30 20 23 36 35 20 23 25 34 27 34 20 21 21 21 27 68 30 26 21
internal_value=0 1.92326e-07 -1.94664e-08 -4.5478e-09 -1.33446e-08 1.18781e-07 -8.6508e-08 2.89073e-09 -3.0566e-10 -8.56464e-08 1.22558e-08 -2.76091e-08 1.20155e-08 -3.75669e-08 -9.37573e-08 6.10814e-09 -8.45866e-08 1.1372e-09 -1.25859e-07 -2.1846e-07 -2.54322e-08 1.96398e-07 5.24216e-07 5.39271e-09 2.88932e-07 5.24536e-07 -2.96807e-09 -1.14313e-08 -3.90023e-07 -1.864e-09
internal_weight=0 72 49 3049 2846 203 183 2823 2798 359 2439 339 319 296 260 225 204 184 159 136 102 68 41 2409 69 48 2340 2272 56 2216
internal_count=3121 72 49 3049 2846 203 183 2823 2798 359 2439 339 319 296 260 225 204 184 159 136 102 68 41 2409 69 48 2340 2272 56 2216
is_linear=0
shrinkage=0.1


Tree=8691
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 1212 43 1212 402 1213 1212 15 402 129 401 1209 401 1 121 9 10 34 2 402 1446 3 402 402 45 1 1
split_gain=2.97035e-10 1.19346e-09 7.35269e-10 7.87859e-10 3.29422e-10 3.57335e-09 8.07151e-09 3.39392e-09 3.27012e-09 6.83291e-10 2.49365e-09 6.05793e-10 4.4887e-10 5.68412e-10 6.57142e-10 5.0896e-10 5.04799e-10 8.49054e-10 5.43022e-10 5.89481e-10 8.0505e-10 6.81047e-10 4.37439e-10 2.41346e-09 2.67202e-09 7.37028e-10 1.02348e-09 4.21469e-10 4.44388e-10 6.42173e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 -0.089544999999999986 -0.0047449999999999992 -0.121045 0.23460000000000003 -0.090954999999999994 -0.063924999999999996 0.085730000000000015 0.11522000000000002 -0.078929999999999986 0.09530000000000001 -0.084519999999999984 0.089045000000000013 0.16540500000000002 -0.094339999999999993 0.092890000000000014 0.053330000000000009 -0.028109999999999996 -0.080614999999999978 0.089460000000000026 0.083715000000000026 -0.082234999999999989 0.085720000000000018 0.079755000000000006 0.094030000000000016 0.09253500000000002 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 8 -7 9 -3 10 -6 12 -11 14 -14 16 17 -16 19 21 -21 -19 25 24 -24 26 27 28 29 -23
right_child=1 4 -4 -5 7 6 -8 -9 -10 11 -12 -13 13 -15 15 -17 -18 18 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.1964919350025982e-08 7.5967355712691646e-07 1.3347484343405405e-07 -6.7451153589510279e-07 -5.7795869497567766e-07 1.2413102948016785e-06 -1.5330323905564975e-08 2.3249894240251479e-06 -1.1641325695563866e-06 -1.4780035041894735e-06 3.6636895526243054e-07 -1.820964763865618e-07 4.3184578188970593e-07 -5.6203398831452686e-07 -4.0505519933731198e-07 -6.0122389437348533e-07 4.023830938298408e-07 4.9510112347661568e-07 4.1172840912377771e-07 3.8198628821027744e-07 -8.1845796882719573e-07 5.7164041728745879e-08 -1.6885114902137834e-09 -1.4702905709575797e-06 5.9177554202382121e-07 8.8268881819947798e-08 4.466148244514696e-07 -6.590003139628209e-07 -3.4185889958848752e-07 6.6648957255939879e-08 -1.6510358123926021e-06
leaf_weight=176 21 34 21 25 20 56 20 25 20 32 32 32 21 36 24 31 20 39 36 21 21 1439 22 22 22 36 24 36 733 24
leaf_count=176 21 34 21 25 20 56 20 25 20 32 32 32 21 36 24 31 20 39 36 21 21 1439 22 22 22 36 24 36 733 24
internal_value=0 8.54212e-09 -1.11477e-07 -5.26524e-08 3.06131e-09 1.5861e-07 6.00543e-07 -4.29727e-09 -4.63369e-07 6.35123e-09 3.65368e-07 -6.38231e-10 -5.88245e-09 -1.04517e-08 -4.92633e-09 -3.38386e-10 -5.29447e-09 -9.29923e-09 -3.55936e-09 -9.25007e-09 -3.80647e-07 -2.74249e-09 -9.5976e-09 -2.63415e-07 -6.91011e-07 -2.28872e-09 -9.45207e-09 -2.46768e-09 3.09611e-09 -2.87455e-08
internal_weight=0 2899 222 201 2878 130 76 2748 54 2723 52 2671 2639 2607 2571 2550 2519 2499 2475 2439 42 2397 2358 66 44 2292 2256 2232 2196 1463
internal_count=3121 2899 222 201 2878 130 76 2748 54 2723 52 2671 2639 2607 2571 2550 2519 2499 2475 2439 42 2397 2358 66 44 2292 2256 2232 2196 1463
is_linear=0
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Tree=8692
num_leaves=31
num_cat=0
split_feature=402 401 403 132 132 123 1212 1212 1210 402 1212 1209 12 16 132 1 1185 132 403 403 13 15 3 1177 52 43 52 16 4 12
split_gain=3.72481e-10 4.63068e-10 3.28467e-10 4.36947e-10 5.96972e-10 5.31004e-10 3.61671e-10 1.12812e-09 1.22644e-09 4.84714e-10 5.03934e-10 4.90414e-10 4.4931e-10 4.9822e-10 3.66689e-10 7.39435e-09 4.9182e-09 1.55939e-09 3.835e-10 4.16359e-10 1.26182e-09 1.55089e-09 8.89646e-10 5.7265e-10 5.64783e-10 1.78527e-09 2.29917e-09 2.84796e-09 2.8415e-09 2.1028e-09
threshold=0.31278000000000006 0.13699500000000003 0.51370000000000016 -0.44750499999999993 -0.41127499999999995 -0.078164999999999998 -0.09386499999999999 -0.088629999999999987 -0.12043 0.113945 -0.063924999999999996 -0.067109999999999989 0.087535000000000016 -0.080789999999999987 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 -0.084999999999999978 0.12089000000000001 0.088465000000000002 -0.0065549999999999992 0.083195000000000005 -0.091354999999999978 -0.074249999999999997 0.048770000000000008 -0.012164999999999999 0.13796000000000003 -0.026164999999999997 -0.085594999999999991 0.097575000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 12 -8 -9 10 11 -10 -7 -14 15 17 -16 -12 19 23 21 -21 -22 -18 -25 -26 27 28 -27 -30
right_child=-2 -3 -4 4 5 6 7 8 9 -11 14 -13 13 -15 16 -17 18 -19 -20 20 22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-3.8288507729096947e-07 4.1973362169214632e-07 -4.6000158032587602e-07 3.0071134820749048e-07 5.3196060189212153e-07 -4.5303191740231343e-07 -6.1384958458109492e-07 6.4939077396451871e-07 -5.6437173344049462e-07 7.0483257957221218e-07 3.8283445512795021e-07 -3.3081620049592107e-08 2.7757935976810785e-08 2.8105191373387326e-07 -4.0856627141039327e-07 -1.5353573990935166e-06 1.5563940989219797e-06 5.2947439144190867e-07 -9.7857820156561859e-07 -4.0531125153704483e-07 1.2820141303596495e-07 1.8566003441147304e-07 1.2320840819413092e-06 -6.8128720300819631e-07 2.4242361918299737e-08 4.50611210567331e-08 6.0941774750387729e-07 1.3516960470682489e-07 -1.4172866664702505e-06 -6.4839899139315103e-07 4.1181077287627038e-07
leaf_weight=30 21 22 36 21 26 21 27 38 20 34 103 23 22 20 21 30 20 21 23 35 29 20 20 1689 452 28 95 27 125 22
leaf_count=30 21 22 36 21 26 21 27 38 20 34 103 23 22 20 21 30 20 21 23 35 29 20 20 1689 452 28 95 27 125 22
internal_value=0 -2.84566e-09 4.21861e-10 -3.13186e-09 6.50542e-10 -3.07982e-09 8.65798e-10 6.01176e-09 -3.04126e-11 7.52862e-09 2.97621e-09 3.42676e-07 -2.36175e-07 -4.73377e-08 -2.31622e-09 1.47625e-07 -1.11769e-08 -1.93206e-07 1.20521e-09 4.85465e-09 2.00838e-07 5.29613e-07 -1.68196e-07 -3.43755e-09 -7.80927e-09 -8.00859e-08 -2.70545e-07 -4.61352e-07 -3.13865e-07 -4.89728e-07
internal_weight=0 3100 3078 3042 3012 2991 2965 2902 2875 2837 2803 43 63 42 2760 154 2606 124 2585 2562 104 55 49 2458 2438 749 297 202 175 147
internal_count=3121 3100 3078 3042 3012 2991 2965 2902 2875 2837 2803 43 63 42 2760 154 2606 124 2585 2562 104 55 49 2458 2438 749 297 202 175 147
is_linear=0
shrinkage=0.1


Tree=8693
num_leaves=31
num_cat=0
split_feature=402 401 132 399 1203 393 1 130 403 130 52 2 129 402 3 4 43 130 1212 52 1213 0 1210 13 403 0 1452 1213 1212 52
split_gain=3.01708e-10 3.75086e-10 3.75957e-10 1.33054e-09 6.83184e-10 3.69433e-10 9.49226e-10 3.62247e-10 5.76072e-10 1.2892e-09 6.20361e-10 1.00857e-09 7.09478e-10 5.46339e-10 3.00424e-09 7.71054e-09 3.45633e-09 2.12434e-09 4.62675e-10 1.84652e-09 1.83496e-09 6.13344e-09 2.7588e-09 8.52938e-10 4.17391e-10 1.0578e-09 3.71992e-10 5.41599e-10 5.84781e-10 6.5987e-10
threshold=0.31278000000000006 0.13699500000000003 -0.083449999999999983 0.091580000000000009 0.089480000000000018 0.088255000000000014 0.088975000000000012 -0.0075749999999999993 -0.081499999999999989 -0.011824999999999999 -0.088204999999999992 0.090310000000000015 0.085550000000000015 0.10708500000000001 -0.078724999999999976 -0.078439999999999996 -0.014584999999999999 -0.0034949999999999994 -0.092474999999999988 0.086275000000000004 -0.088064999999999991 -0.085754999999999984 -0.13847499999999999 -0.070304999999999992 -0.53762499999999991 -0.07403499999999999 -0.073879999999999987 -0.084619999999999987 -0.063924999999999996 0.086965000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 7 -7 8 -4 10 -10 12 -12 17 15 16 -15 -9 19 -19 21 -20 -22 -23 25 -24 -26 -28 29 -29
right_child=-2 -3 3 -5 -6 6 -8 13 9 -11 11 -13 -14 14 -16 -17 -18 18 20 -21 22 23 24 -25 26 -27 27 28 -30 -31
leaf_value=-7.0219904289840446e-08 3.7776021599711385e-07 -4.1400142808098198e-07 -2.0043249341889741e-07 5.9765433236766275e-07 -6.8451673914893266e-07 8.5598582820560246e-08 -7.4620115007608388e-07 -1.0130048895548715e-06 5.9552120006856063e-07 9.335345255393527e-07 -7.7296392308177198e-07 3.6385632337701932e-07 5.9253215454191382e-08 -2.8995102473844225e-07 9.5415840433275117e-07 -1.8345739235314796e-06 1.242808017869785e-06 9.6129787226820316e-07 -1.8046248609238093e-06 -2.3852239008129831e-07 1.1747267686246233e-06 6.7199598646539022e-07 1.7467905528806546e-07 -2.3031661116461196e-07 3.5676788025613924e-07 -8.4149529243404698e-07 -4.1878462444665576e-07 -6.2207003669424353e-09 -4.9787269636296246e-09 7.8742641335338708e-07
leaf_weight=191 21 22 35 38 20 34 23 21 20 23 21 35 20 31 37 20 28 23 24 29 20 20 21 22 29 20 31 22 2200 20
leaf_count=191 21 22 35 38 20 34 23 21 20 23 21 35 20 31 37 20 28 23 24 29 20 20 21 22 29 20 31 22 2200 20
internal_value=0 -2.56065e-09 3.80123e-10 9.8613e-09 -1.28447e-07 1.96589e-09 -2.5004e-07 7.14782e-09 1.56197e-07 2.61088e-07 9.99814e-08 -3.04238e-08 -3.67004e-07 -1.61979e-09 2.10539e-07 -1.37738e-07 4.3746e-07 -1.14561e-08 -2.97865e-09 2.92167e-07 -9.29713e-09 -5.29364e-07 5.22865e-09 1.99356e-07 -4.75426e-09 -3.21016e-07 8.78549e-10 -3.66205e-09 2.07782e-09 3.71706e-07
internal_weight=0 3100 3078 2867 211 2829 57 2772 154 119 96 76 41 2618 116 79 59 2502 2481 52 2429 66 2363 42 2343 41 2302 2273 2242 42
internal_count=3121 3100 3078 2867 211 2829 57 2772 154 119 96 76 41 2618 116 79 59 2502 2481 52 2429 66 2363 42 2343 41 2302 2273 2242 42
is_linear=0
shrinkage=0.1


Tree=8694
num_leaves=31
num_cat=0
split_feature=401 401 401 1213 401 1210 2 2 2 1212 3 15 1212 132 1185 43 402 2 129 401 1 1185 393 12 1203 52 1 1212 1209 401
split_gain=2.89892e-10 4.09285e-10 4.74713e-10 3.32825e-10 5.52235e-09 4.63499e-09 1.65181e-09 3.39475e-09 2.26517e-09 1.22595e-09 1.65741e-09 5.96466e-10 6.39813e-10 4.29773e-10 1.23962e-09 7.68234e-10 5.67417e-10 5.02447e-09 1.01675e-09 1.58699e-09 5.57575e-10 4.88356e-10 5.46673e-10 4.48204e-10 5.50112e-10 7.34819e-10 3.94473e-10 3.59158e-10 5.10702e-10 4.82251e-10
threshold=0.13729500000000003 0.12213000000000002 0.11683 -0.084954999999999989 0.10977000000000002 -0.094799999999999982 0.084715000000000013 0.083935000000000023 0.085235000000000019 0.086995000000000017 -0.086224999999999982 0.088495000000000018 -0.04353499999999999 -0.083449999999999983 -0.087384999999999977 -0.013024999999999998 0.10708500000000001 0.083715000000000026 -0.08133 0.09530000000000001 0.089625000000000024 0.093750000000000014 0.09389500000000002 0.10911500000000002 0.084545000000000009 0.088185000000000013 0.11507500000000002 -0.063924999999999996 -0.084519999999999984 -0.46360499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 13 -1 7 9 -8 10 -7 12 -10 15 -15 -5 18 -18 -16 21 23 22 27 24 25 -17 -22 -20 -29 -30
right_child=-2 -3 -4 4 -6 6 8 -9 11 -11 -12 -13 -14 14 16 20 17 -19 19 -21 26 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=1.4927468728584161e-06 3.2624163008289612e-07 -3.7042185965674437e-07 4.6359320074109496e-07 -6.6219147447554862e-07 -1.6675775250973855e-06 -8.9097461370882866e-07 1.1360163977191076e-06 -1.3988236508280154e-06 -2.4556838710054765e-07 6.2011824091066301e-07 2.9696587375838137e-07 -3.6180771076033128e-07 4.7543675163463917e-07 7.7572851859301967e-07 7.0830851257142063e-07 1.470441280356941e-08 1.5377145098227628e-06 -5.8879121567656522e-07 3.1228934918519573e-07 -8.0030216369664235e-07 -6.886031978107592e-07 -4.9176167390641015e-07 3.9678509953741276e-07 3.6875886256244748e-07 2.3949470190132161e-07 -7.3353489526761275e-07 -6.8054321218369297e-08 -4.9690957174182886e-07 -4.6764256363861599e-07 2.7179633306834999e-09
leaf_weight=22 27 30 22 25 20 23 22 23 20 22 24 30 32 21 20 35 20 25 36 25 21 20 35 31 35 21 20 21 22 2371
leaf_count=22 27 30 22 25 20 23 22 23 20 22 24 30 32 21 20 35 20 25 36 25 21 20 35 31 35 21 20 21 22 2371
internal_value=0 -2.85478e-09 7.4411e-10 -2.60325e-09 -1.17934e-08 1.16448e-07 -3.80349e-08 -3.46691e-07 2.35007e-07 4.0198e-09 -2.84367e-07 -6.72711e-09 1.98127e-07 1.67121e-11 1.05119e-08 -1.46023e-07 4.3194e-09 3.56322e-07 -1.89242e-09 -7.50666e-09 -6.68558e-08 4.05475e-10 4.36658e-09 4.03628e-08 -7.15084e-08 -2.65885e-07 -3.85896e-07 -1.2394e-09 -5.91506e-09 -1.60629e-09
internal_weight=0 3094 3064 3042 2824 218 196 92 104 69 47 82 52 2804 2616 188 2595 45 2550 2530 163 2505 2485 122 91 56 41 2450 2414 2393
internal_count=3121 3094 3064 3042 2824 218 196 92 104 69 47 82 52 2804 2616 188 2595 45 2550 2530 163 2505 2485 122 91 56 41 2450 2414 2393
is_linear=0
shrinkage=0.1


Tree=8695
num_leaves=31
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split_feature=132 1203 394 50 52 475 1 2 3 2 51 1429 51 13 475 1429 4 2 160 3 2 1 52 155 12 1371 456 367 156 51
split_gain=3.20306e-10 8.64779e-09 4.8279e-09 9.88716e-10 2.99705e-10 1.23067e-09 1.14192e-09 3.32405e-09 1.12176e-09 1.04836e-09 1.29623e-09 5.16123e-10 1.9979e-09 5.2585e-09 4.705e-09 1.38452e-09 1.27522e-09 2.38747e-09 2.5147e-09 2.35564e-09 1.31308e-09 7.11577e-10 5.57159e-10 7.48695e-10 1.62995e-09 7.42308e-10 5.69689e-10 4.65592e-10 7.58375e-10 2.80172e-09
threshold=-0.083284999999999984 0.089480000000000018 0.12358500000000001 0.10022000000000002 -0.55061999999999989 0.051590000000000004 0.10672000000000002 0.10613000000000002 -0.082689999999999986 0.10060500000000001 -0.025879999999999997 0.083725000000000008 -0.085604999999999987 -0.067149999999999987 -0.085734999999999992 0.079510000000000011 -0.013125 0.10327000000000001 -0.087874999999999995 -0.084074999999999997 0.09142500000000002 0.08776500000000001 -0.5425549999999999 0.10022500000000002 0.092755000000000018 0.08976000000000002 -0.037984999999999991 -0.066164999999999988 0.093155000000000002 -0.10316499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 11 7 9 -7 10 -2 15 13 -13 -14 22 20 18 -18 -20 -16 -15 -6 25 -25 26 -24 -28 -29 -30
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leaf_weight=178 21 21 20 20 29 20 24 30 45 22 24 20 22 25 22 21 23 22 20 22 22 23 26 20 24 24 23 2245 28 35
leaf_count=178 21 21 20 20 29 20 24 30 45 22 24 20 22 25 22 21 23 22 20 22 22 23 26 20 24 24 23 2245 28 35
internal_value=0 1.16605e-07 -8.81295e-09 -8.80434e-08 1.93185e-09 8.68272e-09 -1.52111e-07 -3.04918e-07 4.38656e-07 8.67977e-08 -1.89784e-07 -1.68384e-09 -1.48106e-07 -5.99112e-07 5.23406e-08 1.13907e-08 -1.74912e-07 -3.96796e-07 -7.0156e-07 -1.16184e-06 2.63811e-07 -3.14753e-08 4.4718e-09 9.68249e-09 4.18425e-07 2.12908e-09 7.76336e-09 2.57112e-09 -1.89035e-09 -3.44076e-07
internal_weight=0 219 2902 198 2882 2761 121 97 65 67 45 2696 221 68 153 2475 131 87 65 42 44 48 2454 2425 44 2381 2357 2331 2308 63
internal_count=3121 219 2902 198 2882 2761 121 97 65 67 45 2696 221 68 153 2475 131 87 65 42 44 48 2454 2425 44 2381 2357 2331 2308 63
is_linear=0
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Tree=8696
num_leaves=31
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split_feature=1445 52 157 155 1 475 15 474 475 474 159 482 482 13 42 120 483 1 0 482 33 454 52 12 147 150 474 157 0 1372
split_gain=3.15378e-10 3.28302e-10 1.33215e-09 2.32652e-09 1.55367e-09 9.10827e-10 1.034e-09 5.0506e-10 1.46151e-09 1.29586e-09 7.06078e-10 7.2478e-10 7.9182e-10 1.73855e-09 1.54129e-09 1.24045e-09 7.17454e-10 1.78988e-09 8.9869e-10 7.18922e-10 6.74226e-10 6.42218e-10 7.72538e-10 7.02961e-10 8.81436e-10 9.53849e-10 1.03409e-09 1.15039e-09 2.85747e-09 1.67754e-09
threshold=0.077530000000000016 -0.55061999999999989 -0.04831499999999999 0.11562500000000002 0.10293500000000001 0.051590000000000004 -0.052074999999999989 0.091650000000000009 -0.065099999999999977 0.089130000000000015 -0.47354999999999997 0.11789500000000001 0.090355000000000005 -0.077799999999999994 0.089245000000000005 1.0000000180025095e-35 0.096720000000000014 0.086560000000000012 -0.086074999999999985 0.08673500000000002 -0.044254999999999996 -0.082469999999999974 0.55608500000000005 0.12757000000000002 0.099730000000000027 0.12640500000000002 0.087745000000000017 -0.087424999999999989 -0.085669999999999982 -0.082994999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=35 30 26 23 21 29 40 28 102 34 31 20 27 33 20 20 37 24 30 24 20 21 25 25 65 30 23 21 20 27 2210
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internal_value=0 3.1294e-09 -1.68149e-07 -5.06581e-07 1.96317e-07 9.33055e-09 3.7112e-07 8.90862e-10 -1.87269e-07 1.00991e-08 2.8463e-09 -2.10775e-09 3.05715e-09 3.27912e-07 2.81271e-08 -5.98724e-09 2.24172e-09 3.00915e-07 -7.77924e-08 -7.05088e-09 -2.24867e-09 -6.93675e-09 -1.16643e-08 -5.95343e-09 2.99687e-09 -3.94959e-09 2.44999e-09 -3.97811e-09 -4.68938e-07 6.864e-09
internal_weight=0 3091 108 56 52 2983 68 2915 136 2779 2748 2722 2695 73 53 2622 2585 78 48 2507 2487 2467 2446 2421 2356 2326 2303 2282 52 2230
internal_count=3121 3091 108 56 52 2983 68 2915 136 2779 2748 2722 2695 73 53 2622 2585 78 48 2507 2487 2467 2446 2421 2356 2326 2303 2282 52 2230
is_linear=0
shrinkage=0.1


Tree=8697
num_leaves=31
num_cat=0
split_feature=47 47 47 1453 51 131 47 13 13 133 2 16 15 132 1203 1185 1 51 13 52 0 12 49 480 157 4 157 157 1429 157
split_gain=2.94588e-10 2.28858e-09 7.86308e-10 3.90502e-10 8.59253e-10 4.15473e-10 3.90873e-10 4.1541e-10 8.61597e-10 5.96914e-10 5.17002e-10 7.21376e-10 4.46926e-10 3.81081e-10 9.33854e-09 4.8168e-09 1.18336e-09 3.80119e-10 1.01173e-09 1.62631e-09 7.96933e-10 5.54743e-10 5.52297e-10 4.6508e-10 4.94876e-10 1.56289e-09 2.37e-09 1.30184e-09 1.11813e-09 6.45141e-10
threshold=0.092165000000000011 0.09585500000000001 0.090100000000000013 -1.0000000180025095e-35 -0.41904999999999998 0.089005000000000015 0.097970000000000015 -0.016469999999999995 -0.080759999999999985 0.087035000000000015 0.11704500000000001 -0.046599999999999996 -0.14755499999999996 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.088135000000000005 0.11444000000000001 0.10002500000000002 -0.080114999999999978 -0.10151999999999999 0.094375000000000014 0.005085000000000001 0.11471500000000003 -0.087424999999999989 -0.0047449999999999992 -0.090759999999999993 -0.086079999999999976 -0.0091699999999999993 -0.084489999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 -3 -5 6 -6 8 9 12 11 -9 -8 14 16 -15 -1 23 19 -19 -21 22 -22 24 25 26 28 -26 -17 -29
right_child=1 3 -4 4 5 -7 7 10 -10 -11 -12 -13 -14 15 -16 17 -18 18 -20 20 21 -23 -24 -25 27 -27 -28 29 -30 -31
leaf_value=1.9907036041668736e-08 -9.5394784064442964e-07 4.0635624920409581e-07 6.0619247196055688e-07 -6.5627430049495345e-07 -4.5680553972198885e-07 2.4235262250823266e-07 1.1687619451095088e-07 6.2715425371200612e-07 -6.7243381209891604e-07 4.0373361619353656e-07 -2.0501547207832768e-07 -7.7154897308691247e-08 -4.7529345442635186e-07 -1.5500589825023781e-06 2.1873168145702946e-06 -6.5169466022429003e-07 -6.9019151120690896e-07 -6.1739670693989574e-07 7.8936045162110577e-07 8.1016711362735815e-07 5.4542945036040182e-07 -2.8543520897983398e-07 -1.2445225877399935e-07 4.3636517356541545e-07 6.0877429859829139e-07 3.5739776897969478e-07 -1.406223937010509e-06 -5.0108232410541229e-07 3.0097056595528626e-07 -3.7051353379677533e-11
leaf_weight=145 28 21 22 21 22 59 25 33 24 26 28 26 26 20 20 22 28 28 22 20 32 25 20 24 35 32 20 26 28 2213
leaf_count=145 28 21 22 21 22 59 25 33 24 26 28 26 26 20 20 22 28 28 22 20 32 25 20 24 35 32 20 26 28 2213
internal_value=0 -8.80152e-08 1.07208e-08 -1.00535e-08 -4.02073e-08 7.88718e-09 -5.79864e-08 -1.13161e-08 -1.49278e-07 1.37838e-08 1.48846e-07 3.16781e-07 -1.85014e-07 5.97434e-09 1.4149e-07 -4.21438e-09 -9.50222e-08 7.92417e-09 1.6402e-07 5.39604e-08 2.47754e-07 1.01673e-07 2.87783e-07 -1.63672e-09 -6.06098e-09 -2.21548e-07 -4.86208e-07 3.60465e-09 -1.18202e-07 -5.85535e-09
internal_weight=0 339 2782 311 290 269 210 188 101 77 87 59 51 2760 193 2567 173 2547 147 125 97 77 52 2400 2376 102 70 2274 50 2239
internal_count=3121 339 2782 311 290 269 210 188 101 77 87 59 51 2760 193 2567 173 2547 147 125 97 77 52 2400 2376 102 70 2274 50 2239
is_linear=0
shrinkage=0.1


Tree=8698
num_leaves=31
num_cat=0
split_feature=448 1348 43 1456 43 4 43 457 130 130 43 42 0 15 15 3 12 133 13 15 52 403 129 1184 1186 132 50 393 1185 1203
split_gain=2.67732e-10 5.4837e-10 2.88608e-10 1.72463e-09 1.53878e-09 3.04787e-09 8.48932e-10 7.18361e-10 6.19378e-10 1.72812e-09 1.24281e-09 1.21143e-09 1.74128e-09 8.85012e-10 7.76916e-10 1.20467e-09 1.76589e-09 1.57827e-09 1.33274e-09 7.0095e-10 5.27846e-10 4.74334e-10 9.13347e-10 1.24363e-09 1.25903e-09 1.14424e-09 1.28642e-08 1.00748e-08 1.01383e-09 9.45391e-10
threshold=0.068920000000000023 0.093335000000000015 -0.095589999999999994 -0.080549999999999983 -0.09225499999999999 -0.013125 -0.090869999999999992 0.083925000000000013 0.085235000000000019 0.089120000000000019 -0.14169499999999999 -0.092814999999999981 -0.080119999999999983 0.11171000000000002 0.090455000000000021 -0.091054999999999983 0.090345000000000023 0.039215000000000007 0.05868000000000001 -0.10324499999999999 0.08734500000000002 0.072365000000000027 -0.077709999999999987 0.089075000000000015 0.057025000000000006 -0.083284999999999984 0.10022000000000002 0.089155000000000026 0.085600000000000009 0.085960000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -6 8 11 -10 20 12 -5 14 15 16 17 -13 -18 -17 -11 22 -8 24 25 26 29 28 -27 -24
right_child=-2 -3 4 7 6 -7 21 -9 9 10 -12 13 -14 -15 -16 19 18 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=9.8173842843607428e-07 -3.6470650627506989e-07 4.7849863022975119e-07 2.1561188170628821e-07 -1.0499917599255632e-06 5.1636946248054891e-07 -1.4686558906922594e-06 -6.0255844350312718e-07 5.8597543463954282e-07 1.0197799470222977e-06 -5.1448784833238195e-07 6.2528877836340066e-07 -7.7234657554902745e-07 -4.7635755376287877e-09 6.2334169516885674e-07 -5.1016247633422855e-07 1.2457612560074662e-07 1.5608397700361821e-07 3.0022011133844313e-07 1.1786719354107006e-06 -5.7842230211312617e-07 1.3656994383381973e-07 1.1884022089447055e-07 3.0092432128442416e-08 7.4848917453859291e-07 -6.9102657813045566e-07 -2.2979087442360764e-08 2.6152928262490609e-06 -2.1652619910706893e-06 5.2765546765907429e-07 -6.3358908361211572e-07
leaf_weight=20 20 24 22 28 31 21 27 22 21 33 22 23 37 23 29 23 25 34 26 37 20 257 123 21 28 2022 20 22 34 26
leaf_count=20 20 24 22 28 31 21 27 22 21 33 22 23 37 23 29 23 25 34 26 37 20 257 123 21 28 2022 20 22 34 26
internal_value=0 2.34837e-09 -1.36551e-09 7.53477e-08 -1.35922e-08 -6.06937e-07 -3.82054e-09 3.03656e-08 -1.71689e-09 2.17969e-07 -6.53796e-09 -7.57164e-08 -4.55016e-07 3.63493e-08 -3.21828e-08 5.03256e-08 2.49917e-07 -1.3257e-07 6.77403e-07 -3.0894e-07 -2.68806e-07 -1.00709e-08 -2.43327e-08 -1.7533e-08 -2.4604e-08 -1.62996e-08 2.33928e-07 -3.66502e-08 -1.38733e-08 -8.57178e-08
internal_weight=0 3101 3077 423 2654 43 2611 403 381 96 75 285 65 220 197 168 108 57 51 60 53 2580 2323 2296 2275 2247 169 2078 2056 149
internal_count=3121 3101 3077 423 2654 43 2611 403 381 96 75 285 65 220 197 168 108 57 51 60 53 2580 2323 2296 2275 2247 169 2078 2056 149
is_linear=0
shrinkage=0.1


Tree=8699
num_leaves=31
num_cat=0
split_feature=132 394 1203 12 16 12 130 130 1213 1445 1213 402 2 2 402 403 1210 2 16 3 42 402 3 1213 403 1210 2 401 1210 16
split_gain=3.04206e-10 1.45932e-09 1.45344e-09 2.88369e-10 7.63219e-10 5.27759e-10 3.6027e-10 3.63221e-10 3.31965e-10 2.55557e-10 2.81698e-10 1.50122e-09 1.29833e-09 1.06251e-09 8.68521e-10 1.14347e-09 1.58196e-09 8.58163e-10 6.72873e-10 5.66189e-10 4.4324e-10 4.26926e-10 1.63739e-09 1.01359e-09 6.28846e-10 9.30747e-10 1.15687e-09 3.41456e-10 6.34975e-10 3.19157e-09
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.11232500000000002 -0.065999999999999989 0.10061500000000002 0.087380000000000013 0.0032450000000000001 0.085855000000000015 0.077530000000000016 0.060985000000000004 0.11086000000000001 0.084985000000000019 0.08622500000000001 0.23460000000000003 -0.55276999999999987 -0.13847499999999999 0.087995000000000004 -0.085589999999999986 -0.080484999999999987 -0.058859999999999989 -0.45015499999999992 -0.078084999999999988 0.0036000000000000003 -0.53762499999999991 0.0028200000000000005 0.088930000000000023 -0.099524999999999988 -0.00092999999999999995 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 5 -5 6 7 8 -1 10 14 12 18 -14 15 -2 -17 -15 -12 -19 -21 22 -18 24 -23 27 -27 -26 29 -29
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 11 -13 13 17 -16 16 21 19 -20 20 -22 23 -24 -25 25 26 -28 28 -30 -31
leaf_value=8.772333376530892e-08 -6.4487324335813261e-07 8.1987273083748069e-07 -9.2654591639984577e-07 -7.1222351692767928e-07 1.3243231914766116e-07 4.9831243348394534e-07 -3.2188453686518085e-07 4.3609728010096657e-07 -3.707227276353561e-07 -2.8801987753013239e-07 -9.7643870311042968e-08 7.8533983367316111e-07 7.8527316501742419e-07 -4.1432701626339014e-07 -5.896349030081183e-07 8.3494055616029081e-07 3.3150253589805552e-07 6.3097417866045997e-07 -8.9073258529026595e-07 -3.097889681330777e-07 3.4800012656432959e-07 -4.7837181535181088e-07 -8.8981742504509629e-07 7.1635392231428349e-07 -3.8445111519412545e-07 -5.2459169914698132e-08 1.0231209640210181e-06 -9.1114958926769295e-07 -9.4592443460174346e-09 4.3517866285052407e-07
leaf_weight=56 27 22 20 20 23 21 34 20 22 30 23 29 23 30 25 23 21 23 20 21 20 27 23 20 23 20 20 21 2305 109
leaf_count=56 27 22 20 20 23 21 34 20 22 30 23 29 23 30 25 23 21 23 20 21 20 27 23 20 23 20 20 21 2305 109
internal_value=0 8.5146e-09 -1.14493e-07 -3.163e-08 -2.60431e-07 3.26735e-08 -4.14055e-08 5.59036e-08 -4.1582e-08 2.32318e-09 5.37621e-09 1.23348e-07 3.36157e-09 1.76054e-07 -2.99339e-09 2.56403e-09 9.25653e-09 2.69897e-08 -4.66522e-07 2.33857e-07 1.10838e-08 1.92137e-09 -3.06915e-07 7.26078e-09 1.6442e-09 6.83252e-09 4.85331e-07 -9.54272e-10 2.66808e-09 2.17695e-07
internal_weight=0 2905 216 196 43 153 132 98 78 2883 2853 189 160 117 2664 2639 2612 94 43 64 41 2589 44 2545 2525 2498 40 2458 2435 130
internal_count=3121 2905 216 196 43 153 132 98 78 2883 2853 189 160 117 2664 2639 2612 94 43 64 41 2589 44 2545 2525 2498 40 2458 2435 130
is_linear=0
shrinkage=0.1


Tree=8700
num_leaves=31
num_cat=0
split_feature=1211 1212 13 1186 133 132 393 1211 132 50 394 390 128 12 1210 402 1210 3 3 3 43 1210 0 3 9 4 4 4 2 150
split_gain=2.71403e-10 8.12294e-10 6.78926e-10 2.83517e-10 1.54752e-09 8.15267e-10 1.06869e-08 8.72277e-09 1.12748e-09 4.93986e-10 3.9838e-10 1.29858e-09 4.55926e-10 1.4135e-09 4.67339e-10 4.23519e-10 5.42416e-10 4.41338e-10 2.22716e-09 1.97994e-09 6.16557e-09 1.19988e-09 1.11732e-09 9.68959e-10 1.66749e-09 1.32493e-09 4.18479e-09 1.44469e-09 5.70386e-09 1.3554e-09
threshold=0.11301500000000002 0.11660500000000001 -0.06977499999999999 0.057025000000000006 -0.025314999999999994 -0.083284999999999984 0.10389500000000002 0.10678000000000001 -0.044384999999999994 0.09227500000000001 -0.11103499999999998 0.086130000000000012 0.10670500000000001 0.09334000000000002 -0.3960249999999999 0.14135500000000004 -0.12043 -0.082594999999999988 -0.083344999999999989 -0.082284999999999983 -0.078139999999999973 -0.064344999999999999 -0.082619999999999985 -0.083784999999999984 0.087755000000000014 -0.0086549999999999978 -0.0065699999999999986 -0.012164999999999999 0.087545000000000026 0.081835000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 9 8 -7 -1 -10 12 14 -14 -12 16 -16 18 23 20 -19 -21 -20 24 25 27 -27 29 -29 -18
right_child=1 2 -4 4 -6 7 -8 -9 10 -11 11 -13 13 -15 15 -17 17 19 22 21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=2.2267134643629866e-08 7.1442559669235159e-07 -4.741994988322063e-07 3.0077707632559539e-07 9.7515136114149469e-08 -7.2107387070980836e-07 7.3238208714986374e-07 2.3893045770506662e-06 -2.0935581369485591e-06 4.2061808110040807e-07 -4.4167753348692374e-07 -3.7453294896833464e-07 -7.8994454186375248e-07 9.4982821362776805e-07 -1.3549037762553933e-07 -5.1132913928394632e-07 4.2584455882725396e-07 5.6702232716972238e-08 4.2040215350880322e-07 1.0086831058983722e-06 5.6442651806979234e-07 -1.8482774632141865e-06 -2.8066636215312019e-08 1.9797609591959747e-07 -5.3924714452037859e-07 7.623685975962265e-07 -1.3761800739831432e-06 -4.3465806819263844e-08 -3.8376443987598421e-07 1.4763590352906421e-06 -6.9581260072482106e-07
leaf_weight=153 21 20 26 72 34 21 20 20 22 27 34 21 20 30 21 23 562 25 34 35 23 1459 34 31 30 27 185 34 32 25
leaf_count=153 21 20 26 72 34 21 20 20 22 27 34 21 20 30 21 23 562 25 34 35 23 1459 34 31 30 27 185 34 32 25
internal_value=0 1.99092e-07 -3.61693e-08 -4.36964e-09 -1.65051e-07 1.40791e-09 1.96338e-07 -1.27792e-08 2.47581e-09 -4.73246e-08 -3.18655e-09 -6.65907e-09 -4.84522e-10 2.98637e-07 -6.20605e-09 -1.35213e-09 -5.19473e-09 -1.00355e-09 5.09553e-08 -3.44972e-08 -6.66673e-07 -1.41863e-08 6.0333e-07 1.03922e-08 2.943e-08 4.01018e-09 -2.13198e-07 7.45281e-08 5.18114e-07 2.4653e-08
internal_weight=0 67 46 3054 106 2948 200 2748 2728 180 2707 2685 2664 50 2614 2580 2557 2536 994 1542 48 1494 68 926 895 865 212 653 66 587
internal_count=3121 67 46 3054 106 2948 200 2748 2728 180 2707 2685 2664 50 2614 2580 2557 2536 994 1542 48 1494 68 926 895 865 212 653 66 587
is_linear=0
shrinkage=0.1


Tree=8701
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1211 1213 1211 1211 1211 393 1177 129 1184 1447 0 0 0 483 13 13 483 0 16 3 1210 0 39 1210 51 52 42
split_gain=3.1994e-10 1.53609e-09 8.60308e-10 3.03146e-10 1.0448e-09 7.19311e-10 3.11982e-10 3.11998e-10 2.89148e-10 4.2892e-10 3.45819e-10 1.01921e-09 2.56146e-10 2.68363e-10 2.31599e-09 1.46976e-09 1.3187e-09 1.21473e-09 3.93336e-09 2.39576e-09 2.29979e-09 1.83003e-09 4.29218e-09 2.7991e-09 5.93769e-09 2.43238e-09 1.11449e-09 1.102e-09 8.79503e-10 1.4209e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.10809000000000001 -0.020279999999999996 0.13003000000000001 0.092860000000000012 0.087635000000000005 -0.091754999999999989 -0.081144999999999981 -0.077709999999999987 0.088135000000000019 0.093155000000000016 -0.070889999999999995 -0.070154999999999981 -0.071719999999999992 -0.096724999999999992 -0.063184999999999977 -0.052719999999999996 0.098395000000000024 -0.067624999999999977 -0.080344999999999986 -0.13309499999999996 -0.00046999999999999993 -0.067094999999999988 0.087015000000000009 -0.3960249999999999 -0.40274499999999996 -0.53060999999999992 0.10306000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -6 7 8 -3 -10 -11 12 13 15 -15 26 -16 20 -19 21 -18 22 -20 -23 -25 -24 -12 -26 -22 -30
right_child=1 3 -4 4 5 -7 -8 -9 9 10 11 -13 -14 14 16 -17 17 18 19 -21 28 23 25 24 27 -27 -28 -29 29 -31
leaf_value=-4.2443486613854896e-08 8.6102398489358521e-07 3.5031883039269106e-07 -6.447314841874753e-07 7.6402901406115992e-07 2.3476859750740246e-07 -4.8373789321684313e-07 -3.6972543408291645e-07 3.9363784082979691e-07 -4.6713575414969459e-07 -3.7253515313295793e-07 -6.6763142262023694e-07 7.1231991078946071e-07 -3.2280757909575191e-07 -1.0873662046963415e-06 -8.0285971838141763e-07 8.5070476448631135e-07 1.1647678456809404e-06 -1.2846079436703062e-06 3.1596607432421106e-07 9.5247280664049563e-07 -3.84135170627291e-07 8.5727786193324902e-07 -1.9210378065343487e-06 -1.6980466047774218e-06 7.5897157898907612e-07 -3.9728714227749153e-07 1.8219646396619197e-08 -9.8392599687196554e-09 3.0781065366242184e-07 -4.840434619971482e-07
leaf_weight=195 21 23 27 23 38 22 23 20 20 25 24 20 25 21 21 21 22 26 34 24 33 36 22 21 20 20 1851 275 141 27
leaf_count=195 21 23 27 23 38 22 23 20 20 25 24 20 25 21 21 21 22 26 34 24 33 36 22 21 20 20 1851 275 141 27
internal_value=0 8.86587e-09 -1.15695e-07 2.6479e-09 1.90984e-07 -2.86838e-08 -2.94489e-09 9.83783e-11 -2.76165e-09 -5.73741e-09 -2.331e-09 1.11725e-09 -4.22211e-09 -1.20405e-09 -5.2145e-08 1.87586e-08 -2.20347e-08 1.35668e-09 -8.85555e-08 -1.9756e-08 1.94083e-07 -7.42735e-08 -5.19286e-07 2.18087e-08 -7.33713e-08 -1.19544e-06 9.44075e-09 4.22835e-08 8.78391e-08 1.80548e-07
internal_weight=0 2899 222 2878 83 60 2795 2772 2752 2729 2709 2684 2664 2639 743 1896 722 701 478 452 223 428 76 352 316 42 1875 295 201 168
internal_count=3121 2899 222 2878 83 60 2795 2772 2752 2729 2709 2684 2664 2639 743 1896 722 701 478 452 223 428 76 352 316 42 1875 295 201 168
is_linear=0
shrinkage=0.1


Tree=8702
num_leaves=31
num_cat=0
split_feature=1211 132 1204 52 1212 1211 403 1186 403 403 403 1210 1210 393 1177 390 158 43 13 4 3 1453 158 1456 1456 158 43 159 133 16
split_gain=2.71915e-10 5.36604e-09 7.44584e-09 5.67026e-10 1.63531e-09 1.38929e-09 6.48312e-10 3.7512e-10 3.35522e-10 5.1742e-10 6.3568e-10 6.49382e-10 5.94244e-10 2.60004e-10 5.50863e-10 4.45453e-10 2.87193e-10 1.2508e-09 1.52245e-09 1.77299e-09 3.30679e-09 2.04879e-09 1.7005e-09 1.29446e-09 8.32913e-10 1.10206e-09 7.56796e-10 5.38657e-10 8.13425e-10 5.07755e-10
threshold=0.080695000000000003 -0.083284999999999984 -0.077669999999999989 0.084240000000000023 0.13027000000000002 0.10167000000000002 -0.014954999999999998 -0.095479999999999982 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 -0.3960249999999999 -0.094799999999999982 -0.091754999999999989 -0.081144999999999981 0.088375000000000023 0.07968500000000002 -0.24021999999999996 -0.0057949999999999989 -0.081609999999999988 -0.086274999999999977 -0.07303999999999998 0.086925000000000016 -0.06457499999999998 0.0058550000000000008 0.11651000000000002 -0.081779999999999978 0.10779000000000001 0.087495000000000003 -0.08947999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 5 -4 -5 -1 -9 -10 -11 -12 -13 -14 -15 16 29 -18 19 20 -19 -21 -23 -24 25 27 -20 28 -25 -16
right_child=1 2 3 6 -6 -7 -8 8 9 10 11 12 13 14 15 -17 17 18 26 21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-3.5901900806341778e-07 1.6628612767988219e-06 -1.8785263750942252e-06 1.8124305472729437e-07 -2.9202294208038154e-07 -2.781690409392468e-07 1.257228606021954e-06 3.6367019583849469e-07 3.0415974427861721e-07 -4.6029264467506441e-07 5.5842708292175301e-07 -5.4851758012442919e-07 4.9237019175881374e-07 3.2036123635374264e-07 -5.0860395969142373e-07 -1.0010139519273001e-07 4.0574231711878803e-07 8.2286116534782025e-07 -1.2007517411802839e-06 -8.9567767910618086e-07 1.2201885556351045e-06 5.2439028991102538e-07 9.850013653207994e-07 -6.1393598753056731e-07 5.3049303993737758e-07 -3.1573501093005472e-07 7.8342530329678084e-07 -1.7117790388246467e-07 -2.9492418389054363e-07 -2.2997338827611783e-07 5.0489657442772643e-09
leaf_weight=30 20 20 24 38 25 24 25 35 25 20 22 24 24 22 623 26 21 25 21 20 20 22 25 39 29 32 46 25 22 1747
leaf_count=30 20 20 24 38 25 24 25 35 25 20 22 24 24 22 623 26 21 25 21 20 20 22 25 39 29 32 46 25 22 1747
internal_value=0 1.20742e-07 -7.69651e-08 1.8797e-07 3.77659e-07 7.19236e-07 -3.18273e-08 -7.21464e-09 -3.59401e-09 -7.33407e-09 -3.36771e-09 -7.33099e-09 -3.09846e-09 -7.36209e-09 -1.02067e-08 -6.20935e-09 -1.01515e-08 7.48158e-08 2.66288e-08 1.36542e-07 -4.34022e-07 2.56521e-07 1.57173e-07 5.12884e-08 1.64422e-07 2.82426e-07 -3.9826e-07 9.60082e-08 2.56226e-07 -2.25918e-08
internal_weight=0 176 156 136 73 48 63 2945 2915 2880 2855 2835 2813 2789 2765 2743 2717 347 326 259 45 214 194 172 147 118 67 86 61 2370
internal_count=3121 176 156 136 73 48 63 2945 2915 2880 2855 2835 2813 2789 2765 2743 2717 347 326 259 45 214 194 172 147 118 67 86 61 2370
is_linear=0
shrinkage=0.1


Tree=8703
num_leaves=31
num_cat=0
split_feature=132 394 1203 1209 1213 1212 1212 1213 1213 401 1211 15 1213 1212 402 402 12 129 401 1184 1212 15 128 43 1185 15 15 480 480 15
split_gain=3.20154e-10 1.1209e-09 9.98429e-10 2.95214e-10 3.08151e-10 3.02332e-10 2.70898e-09 3.69126e-09 2.0675e-09 8.98005e-10 1.54828e-09 1.38204e-09 5.80485e-10 5.64053e-10 5.68188e-10 1.66948e-09 4.31934e-10 3.88798e-10 5.4635e-10 1.02719e-09 3.38104e-10 1.05447e-09 9.00927e-10 1.48233e-09 9.88976e-10 3.33979e-10 1.3261e-09 1.25216e-09 4.16005e-10 7.15284e-10
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.14444499999999996 0.51049000000000011 -0.073259999999999978 -0.089544999999999986 -0.090764999999999985 -0.15413999999999997 -0.13200999999999999 0.11671000000000002 0.095175000000000023 0.23509000000000002 0.13592000000000001 -0.45454999999999995 -0.41103999999999991 0.092255000000000018 -0.078929999999999986 0.10632500000000002 0.084515000000000021 0.10083000000000002 0.087685000000000013 0.10773500000000001 -0.043144999999999996 0.087545000000000026 0.12044500000000001 0.12961500000000001 0.11747 0.11191000000000002 0.11657500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 7 8 16 10 11 -7 13 14 -11 -16 -5 -17 19 20 22 -22 24 -24 25 27 -27 28 29 -19
right_child=1 -3 -4 4 -6 9 -8 -9 -10 12 -12 -13 -14 -15 15 17 -18 18 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-4.878251402103894e-08 3.8616508017952357e-07 7.1981517493213695e-07 -7.9050656907497798e-07 2.3141463228021645e-07 3.5017722018437785e-07 1.5774972304089239e-07 -9.1151681041472847e-07 9.8738775332921334e-07 -1.1482914420923863e-06 4.5291551976510565e-07 -3.0418271718831011e-07 1.3050208909113454e-06 -4.8328184433898967e-07 5.0509546205355291e-07 -9.182953903064118e-07 3.3483208546706867e-07 -2.9754195961773945e-07 1.1701855755909861e-09 3.8668769686215194e-07 -6.6222334525652591e-07 2.1859820549252619e-07 -7.4978733210954211e-07 -9.3591037482284555e-08 1.0835478258286458e-06 -5.6906997184202539e-07 9.0641184101514239e-07 1.392413517297588e-09 -7.5942179940113878e-07 4.5277395088305639e-07 -5.0755306477055594e-07
leaf_weight=196 20 22 20 38 25 21 35 33 20 27 22 21 25 22 20 34 26 2141 35 24 22 23 23 20 31 20 85 22 20 28
leaf_count=196 20 22 20 38 25 21 35 33 20 27 22 21 25 22 20 34 26 2141 35 24 22 23 23 20 31 20 85 22 20 28
internal_value=0 8.72983e-09 -1.17461e-07 3.30358e-09 6.29033e-10 -2.45014e-09 -1.39654e-07 9.12447e-08 -2.60811e-07 5.3142e-09 3.75409e-07 7.31385e-07 -3.71938e-09 8.97123e-10 -3.41059e-09 -8.24607e-09 1.6526e-08 -1.04631e-09 -5.62525e-09 -1.12092e-08 -4.79264e-09 -2.76354e-07 3.20446e-10 4.53915e-07 -7.98999e-09 -4.79848e-10 1.73777e-07 -8.75528e-09 -1.21089e-09 -5.39701e-09
internal_weight=0 2905 216 2883 2863 2838 152 117 84 2686 64 42 2622 2597 2575 2548 64 2528 2494 2459 2435 45 2390 43 2347 2316 105 2211 2189 2169
internal_count=3121 2905 216 2883 2863 2838 152 117 84 2686 64 42 2622 2597 2575 2548 64 2528 2494 2459 2435 45 2390 43 2347 2316 105 2211 2189 2169
is_linear=0
shrinkage=0.1


Tree=8704
num_leaves=31
num_cat=0
split_feature=132 399 1203 1213 2 2 0 2 403 0 1213 1211 403 1210 42 1212 130 400 158 159 12 3 2 15 133 16 15 3 1186 401
split_gain=2.5933e-10 9.58014e-10 8.08727e-10 2.9277e-10 1.43948e-09 2.59227e-09 2.38516e-09 1.2408e-09 1.06385e-09 1.44273e-09 7.67167e-10 5.89782e-10 4.62797e-10 2.00622e-09 2.72389e-09 1.73848e-09 1.58751e-09 2.3758e-09 8.28519e-10 1.18416e-09 1.92291e-09 1.34583e-09 2.60655e-09 1.4874e-09 1.35327e-09 1.54162e-09 2.11429e-09 1.42406e-09 1.89704e-09 3.57321e-10
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.060985000000000004 0.083865000000000009 0.085345000000000018 -0.082009999999999986 0.086285000000000014 -0.028309999999999998 -0.080434999999999993 0.031805000000000007 0.11013500000000002 -0.0047449999999999992 -0.064799999999999983 0.086730000000000015 -0.082209999999999991 0.08610000000000001 -0.077959999999999988 0.11174500000000002 -0.025879999999999997 0.083875000000000019 -0.07359499999999998 0.093680000000000013 0.092715000000000006 0.40431 -0.081414999999999987 0.085730000000000015 -0.082484999999999989 -0.0046349999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 10 6 -6 -5 -7 9 -9 11 12 15 14 -14 -2 17 -17 19 -19 -21 22 23 24 25 27 -27 28 -22 -15
right_child=1 -3 -4 4 5 7 -8 8 -10 -11 -12 -13 13 29 -16 16 -18 18 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-4.3904399049665703e-08 9.0913799886038758e-07 5.0666752171112331e-07 -7.1145595597954531e-07 1.4270814930128494e-06 -9.5127873578348954e-07 8.8793230808903448e-07 -9.8817750291519119e-08 2.7411490326344255e-07 5.2809904091112728e-07 -6.5406635602518213e-07 -5.5844378994152069e-07 -4.4277284189320198e-07 8.7618375725166209e-08 3.6673402705061498e-07 -1.5430358206458552e-06 9.6722207615584926e-07 -5.5616195504480627e-07 -6.8499569808958926e-07 5.8764762707141935e-07 8.6515353901771814e-07 -1.4179432241689938e-07 -7.3471618907205995e-07 1.000045212549594e-06 -8.2214723870303414e-07 6.4043372119691607e-07 2.7996903457148749e-07 -9.8923718626662902e-07 -4.4771766715712143e-07 1.0549670893969622e-06 -6.2107962379286305e-09
leaf_weight=196 25 38 20 20 25 20 21 33 29 34 25 30 21 26 20 30 39 24 25 26 26 25 25 24 29 21 35 25 27 2157
leaf_count=196 25 38 20 20 25 20 21 33 29 34 25 30 21 26 20 30 39 24 25 26 26 25 25 24 29 21 35 25 27 2157
internal_value=0 7.8579e-09 -1.05715e-07 1.24655e-09 1.23986e-07 -2.76661e-08 6.45523e-07 1.71388e-07 2.21084e-08 -1.96902e-07 -7.07326e-09 -1.8912e-09 3.13786e-09 -1.47852e-08 -7.07823e-07 1.01318e-07 4.83109e-08 1.17242e-07 3.55132e-08 -1.25821e-08 4.87788e-08 -4.07813e-08 4.10507e-08 -8.71572e-08 2.10622e-08 -1.12981e-07 -5.13285e-07 1.74417e-07 4.67877e-07 -1.76894e-09
internal_weight=0 2905 216 2867 182 141 41 116 96 67 2685 2660 2630 2224 41 406 381 342 312 287 263 237 212 187 163 134 56 78 53 2183
internal_count=3121 2905 216 2867 182 141 41 116 96 67 2685 2660 2630 2224 41 406 381 342 312 287 263 237 212 187 163 134 56 78 53 2183
is_linear=0
shrinkage=0.1


Tree=8705
num_leaves=31
num_cat=0
split_feature=402 1212 401 401 1213 401 401 4 1209 1209 1213 401 1 15 1211 133 2 133 1210 1211 133 131 482 482 1203 399 12 131 1420 1429
split_gain=3.5515e-10 4.80308e-10 4.30382e-10 3.59314e-10 4.69691e-09 5.94047e-10 3.6557e-10 1.65071e-09 3.47313e-10 5.12689e-10 4.07521e-10 3.95053e-10 2.02028e-09 1.62049e-09 5.47524e-10 5.00558e-10 1.57609e-09 1.03261e-09 4.10052e-10 5.98582e-10 2.49888e-09 3.33988e-10 1.15292e-09 5.61101e-10 3.98852e-10 5.41221e-10 3.97821e-10 3.65324e-10 3.53558e-10 7.02853e-10
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 0.11602000000000001 -0.084954999999999989 0.10947000000000001 0.10022000000000002 -0.080094999999999986 -0.087199999999999986 -0.065739999999999979 0.51049000000000011 -0.06959499999999999 0.094385000000000011 0.095175000000000023 0.11013500000000002 0.51114000000000004 0.087470000000000006 0.41892500000000005 -0.099939999999999987 0.09030500000000001 -0.14794999999999997 0.11863000000000001 0.12191 0.11701000000000002 -1.0000000180025095e-35 0.091895000000000018 0.090840000000000018 0.11211500000000001 1.0000000180025095e-35 0.12387000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 8 -8 -1 -10 11 12 13 -11 15 17 -17 18 -13 21 -21 22 23 24 -20 27 -27 28 29 -26
right_child=-2 -3 -4 4 -6 -7 7 -9 9 10 -12 14 -14 -15 -16 16 -18 -19 19 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=3.5760590182892179e-07 4.0984396036947147e-07 -4.7940964393655168e-07 4.222785548790853e-07 6.5661719652609926e-07 -1.4183528907096845e-06 4.0507789115117198e-07 -9.5404324724768234e-07 3.0121498798249296e-07 -4.0721163882593713e-07 1.4237830592672505e-09 4.5147448844318207e-07 -4.2440524586471961e-07 -6.4280435779551232e-07 1.0679776234415581e-06 -4.9357926370604503e-07 3.0708756526109938e-07 -9.0671066737474144e-07 6.6892769056088905e-07 3.7139850022072097e-07 -4.0681712675905147e-07 1.1739687689527046e-06 -3.1758340451032759e-07 7.1872095914345255e-07 -5.1113997582387011e-07 -5.2108672361970118e-09 -4.8526360496041548e-08 -6.570214540343759e-07 3.5715474666631053e-07 3.5375179171145043e-07 -6.0048603145901335e-07
leaf_weight=27 21 21 24 24 20 36 20 22 31 29 20 23 20 28 23 20 23 23 28 20 20 34 22 22 2402 21 22 28 27 20
leaf_count=27 21 21 24 24 20 36 20 22 31 29 20 23 20 28 23 20 23 23 28 20 20 34 22 22 2402 21 22 28 27 20
internal_value=0 -2.78726e-09 4.63492e-10 -2.85028e-09 -2.86551e-07 1.29547e-09 -3.59064e-09 -2.96527e-07 6.04153e-10 -2.71279e-09 1.64876e-09 -1.50238e-09 2.2193e-07 5.25345e-07 -7.69542e-09 -3.63904e-09 -3.42153e-07 1.72826e-09 -3.97854e-09 -3.51456e-10 3.83576e-07 -6.19955e-09 -2.11504e-09 -8.28562e-09 -3.94386e-09 -8.11433e-09 -3.59849e-07 -2.00831e-09 -6.11471e-09 -1.01264e-08
internal_weight=0 3100 3079 3055 44 3011 2975 42 2933 2906 2875 2855 77 57 2778 2755 43 2712 2689 2666 40 2626 2592 2570 2548 2520 43 2477 2449 2422
internal_count=3121 3100 3079 3055 44 3011 2975 42 2933 2906 2875 2855 77 57 2778 2755 43 2712 2689 2666 40 2626 2592 2570 2548 2520 43 2477 2449 2422
is_linear=0
shrinkage=0.1


Tree=8706
num_leaves=31
num_cat=0
split_feature=402 401 1212 401 401 1213 133 15 133 1208 133 403 42 4 2 0 42 0 43 1 42 1451 1452 131 15 480 130 400 131 160
split_gain=2.87656e-10 4.24753e-10 3.16379e-10 3.99077e-10 5.04081e-10 1.14452e-09 3.44612e-10 1.42001e-09 8.42134e-10 3.59608e-10 4.4939e-10 1.01254e-09 7.25123e-10 2.36471e-09 1.99857e-09 1.14407e-09 8.34717e-10 2.74333e-09 2.19522e-09 1.04487e-09 9.06822e-10 5.37511e-10 6.45034e-10 5.03468e-10 4.79469e-09 3.2345e-09 2.15007e-09 1.58987e-09 1.15615e-09 9.65012e-10
threshold=0.31278000000000006 0.13699500000000003 0.13795000000000002 -0.47263499999999997 -0.13200999999999999 -0.060974999999999994 0.51114000000000004 0.086195000000000008 0.41892500000000005 0.11332500000000002 0.40431 -0.54856499999999986 0.11603500000000001 -0.079164999999999985 0.10327000000000001 -0.062764999999999974 0.10306000000000001 -0.078904999999999989 -0.063379999999999978 0.090275000000000008 0.10024000000000001 0.091400000000000009 -0.073879999999999987 0.09055500000000001 0.11657500000000001 0.11191000000000002 0.08610000000000001 -0.084549999999999986 0.089785000000000018 -0.55248999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 -8 9 10 11 -6 16 -14 -15 -16 20 19 -19 -18 21 22 -13 25 26 28 27 -25 29 -24
right_child=-2 -3 -4 4 6 -7 7 -9 -10 -11 -12 12 13 14 15 -17 17 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.2697210153748567e-07 3.6885958252241837e-07 -4.4033342512441528e-07 3.1848266791983762e-07 -2.3168408011480841e-07 -5.848604268976488e-07 7.2481802430369009e-07 2.359513641655061e-07 -9.0495682286473317e-07 6.0202888147139921e-07 -4.2803139791658392e-07 3.4857161558142659e-07 4.6672315471400435e-07 1.1528326358925172e-06 -6.3009929369909958e-07 9.5427831995818583e-07 1.0094368826340735e-08 6.5238925981248035e-07 -1.268415823574287e-07 -1.5593393385415766e-06 -2.447955454145914e-07 5.3727312042207316e-07 -4.5920261177146726e-07 -5.3660879400143001e-07 9.0320069256492953e-07 -1.6263557108686654e-06 9.4823444227485095e-07 -9.4026043679145527e-07 -9.3727693864377137e-09 6.0929564862514475e-07 -7.2776455705464784e-09
leaf_weight=22 21 22 31 22 30 29 24 20 23 20 36 29 23 31 21 33 25 20 23 27 31 26 35 21 20 36 23 210 30 2157
leaf_count=22 21 22 31 22 30 29 24 20 23 20 36 29 23 31 21 33 25 20 23 27 31 26 35 21 20 36 23 210 30 2157
internal_value=0 -2.49865e-09 6.30771e-10 -2.60304e-09 4.83285e-10 3.12209e-07 -4.86239e-09 -2.82643e-07 -6.90933e-10 -5.45961e-09 -2.5322e-09 -6.96564e-09 -8.20005e-10 2.53287e-07 9.88095e-09 3.77277e-07 -1.09356e-08 -3.0212e-07 -8.93061e-07 1.86543e-07 -3.6932e-10 -6.81189e-09 -2.21909e-09 -7.59007e-09 -1.35599e-07 7.94337e-09 -1.82168e-08 7.35885e-08 -7.29087e-09 -1.57296e-08
internal_weight=0 3100 3078 3047 3025 51 2974 44 2930 2907 2887 2851 2821 108 85 54 2713 95 43 52 2618 2587 2561 2532 274 2258 254 231 2222 2192
internal_count=3121 3100 3078 3047 3025 51 2974 44 2930 2907 2887 2851 2821 108 85 54 2713 95 43 52 2618 2587 2561 2532 274 2258 254 231 2222 2192
is_linear=0
shrinkage=0.1


Tree=8707
num_leaves=31
num_cat=0
split_feature=401 1212 403 403 50 50 43 52 13 133 15 0 403 15 399 2 42 13 132 393 132 1204 131 131 1447 4 160 2 4 15
split_gain=2.6606e-10 4.49698e-10 3.30034e-10 1.25611e-09 1.13357e-09 2.04082e-09 1.16509e-09 1.86384e-09 2.51412e-09 2.04833e-09 2.22198e-09 1.75849e-09 4.35974e-09 9.98721e-10 7.59109e-10 5.16294e-10 1.40769e-09 6.31376e-10 3.77846e-10 1.06259e-09 6.21566e-10 5.61191e-10 4.20508e-10 1.74443e-09 1.51864e-09 3.74432e-09 1.16344e-09 8.35873e-10 1.34423e-09 7.54894e-10
threshold=0.13729500000000003 0.15049500000000002 -0.090774999999999981 -0.092894999999999991 0.090630000000000016 0.089280000000000012 0.055925000000000009 0.10611000000000001 -0.085964999999999986 0.40945500000000007 0.088345000000000021 -0.087414999999999979 -0.5425549999999999 0.090750000000000011 -0.090259999999999993 0.08622500000000001 -0.087819999999999981 0.0045550000000000009 -0.083174999999999985 0.10483000000000002 -0.087149999999999991 -0.083434999999999981 0.090690000000000007 0.090150000000000022 0.059120000000000013 -0.0078799999999999981 -0.4136149999999999 0.082850000000000021 -0.067104999999999984 -0.013969999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 11 -11 -10 -13 -6 -4 16 -14 -17 20 22 -16 -22 23 24 -20 -26 -24 28 -28 -30
right_child=-2 -3 14 -5 13 -7 -8 -9 9 10 -12 12 15 -15 18 17 -18 -19 19 -21 21 -23 26 -25 25 -27 27 -29 29 -31
leaf_value=8.8014098965312083e-07 3.1255916147293414e-07 -4.5322402813367681e-07 -6.2559484220514611e-07 8.2116587288344991e-07 9.3283920250542e-07 -1.0036316953687675e-06 7.5812927937996787e-07 -7.0735781780981334e-07 4.1426994082864138e-07 1.8650378738024048e-08 1.2944740706188897e-06 -1.7844337361339057e-06 -4.2326916798174353e-07 9.0144042856495202e-09 -4.8781180526559279e-08 -7.5500656829094827e-07 7.1268157512349713e-07 -5.6731162151829105e-09 -1.8942315196087005e-08 6.3920576401152675e-07 -1.084188966160582e-07 -8.4857349994157032e-07 8.3342632164896627e-07 -8.4766236841460338e-07 1.5704429144136613e-06 -3.6458168409581051e-07 -8.4907729576144679e-07 3.2173451282795598e-07 -7.8028182413883844e-08 5.8092213364380724e-07
leaf_weight=34 27 22 20 22 25 20 21 34 30 43 20 20 24 22 152 23 20 22 2149 26 20 21 21 25 20 20 20 76 101 21
leaf_count=34 27 22 20 22 25 20 21 34 30 43 20 20 24 22 152 23 20 22 2149 26 20 21 21 25 20 20 20 76 101 21
internal_value=0 -2.7193e-09 5.06969e-10 8.77467e-08 4.26762e-08 -2.64991e-08 4.06578e-08 -1.51455e-08 8.458e-08 -4.93263e-08 4.23674e-07 -2.63708e-07 -4.50307e-07 5.00411e-07 -1.18077e-08 -1.50503e-07 9.30721e-08 -3.88666e-07 -7.21349e-09 3.27904e-09 -1.41985e-07 -4.87522e-07 -3.46132e-09 -1.70648e-08 -7.57872e-09 6.02931e-07 1.22555e-07 5.4077e-08 -8.91763e-08 3.53977e-08
internal_weight=0 3094 3072 380 358 311 291 270 236 202 63 139 109 47 2692 89 44 45 2672 2479 193 41 2453 2214 2189 40 239 218 142 122
internal_count=3121 3094 3072 380 358 311 291 270 236 202 63 139 109 47 2692 89 44 45 2672 2479 193 41 2453 2214 2189 40 239 218 142 122
is_linear=0
shrinkage=0.1


Tree=8708
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 52 133 403 12 403 42 403 1209 15 3 1209 1211 1211 1211 402 15 1210 142 11 9 9 13 147 447 447
split_gain=2.8546e-10 8.07348e-09 4.43622e-09 1.2409e-09 3.29011e-10 5.76732e-10 6.44807e-10 3.77993e-10 3.21844e-10 3.0796e-10 2.20967e-09 5.19536e-10 4.73006e-10 2.73154e-09 1.43022e-09 9.82933e-10 3.5488e-10 5.93386e-10 7.86785e-10 3.90001e-10 9.19702e-10 6.6333e-10 2.55763e-10 5.58178e-10 5.41595e-10 1.11197e-09 1.02847e-09 5.19647e-10 5.35836e-10 4.34814e-10
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.090645000000000017 -0.37971999999999995 -0.023519999999999996 0.088245000000000004 -0.55049499999999985 0.091205000000000008 -0.54448499999999989 -0.077594999999999983 0.087575000000000014 -0.083489999999999995 -0.025744999999999997 0.12463 0.11671000000000002 0.10809000000000001 -0.45015499999999992 0.088850000000000012 0.12347000000000001 -0.057499999999999989 -1.0000000180025095e-35 0.091600000000000015 0.085555000000000006 -0.0062949999999999994 0.099730000000000027 0.09227500000000001 0.089595000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 8 -8 10 -4 -11 13 14 -13 -14 17 18 19 20 -17 22 -21 -24 25 27 -26 28 29 -25
right_child=2 -3 9 -5 -6 -7 7 -9 -10 11 -12 12 15 -15 -16 16 -18 -19 -20 21 -22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-5.9924921312306026e-07 -1.4229286870721064e-06 1.9744661271726638e-06 -3.1974603607360611e-07 -8.3448222703452752e-07 3.6801619110010943e-07 2.9793803282274215e-07 -1.1043408307984835e-08 3.4905461745893265e-07 -4.7241062360182608e-07 -5.0962152037925539e-07 1.0564816375335795e-06 3.2671332633071876e-07 -6.7065699909107941e-07 9.3045611718576817e-07 -8.417100575157252e-07 1.392656188996129e-07 3.4841195746719615e-07 -5.2050449955810445e-07 5.2827802993046391e-07 3.2779296312266684e-07 -7.976961865097109e-07 5.7395443178620561e-07 -4.5120347148700351e-07 -6.3050007774884148e-09 7.247500239606972e-08 7.1184731237653156e-07 -8.8135736149297377e-07 3.9187091433081095e-07 -4.2072990635783612e-07 4.5073891687000671e-07
leaf_weight=26 22 21 28 20 21 36 54 20 21 20 20 20 22 33 22 22 29 22 28 23 20 20 28 2370 26 22 20 33 31 21
leaf_count=26 22 21 28 20 21 36 54 20 21 20 20 20 22 33 22 22 29 22 28 23 20 20 28 2370 26 22 20 33 31 21
internal_value=0 1.101e-07 -8.29913e-09 -8.76358e-08 -3.72048e-09 -5.34432e-08 -1.57986e-07 -3.72197e-08 -1.40226e-07 2.50707e-09 2.53682e-07 -1.75014e-09 1.86204e-09 2.49623e-07 -2.85318e-07 -4.92716e-09 4.67331e-10 -3.28933e-09 9.81966e-10 -4.61905e-09 -3.06907e-07 2.75348e-10 -4.18214e-09 -7.17525e-09 -2.24747e-09 4.06638e-09 -3.42235e-07 -2.27626e-09 -7.64656e-09 -2.29081e-09
internal_weight=0 219 2902 198 178 157 121 95 75 2880 48 2832 2812 75 42 2737 2715 2686 2664 2636 42 2594 2574 2551 2523 2477 46 2455 2422 2391
internal_count=3121 219 2902 198 178 157 121 95 75 2880 48 2832 2812 75 42 2737 2715 2686 2664 2636 42 2594 2574 2551 2523 2477 46 2455 2422 2391
is_linear=0
shrinkage=0.1


Tree=8709
num_leaves=31
num_cat=0
split_feature=1211 43 401 402 1210 401 401 401 401 401 1204 1203 132 399 15 1211 1212 401 52 1209 1213 3 1213 1455 1456 131 131 1209 13 130
split_gain=2.64785e-10 5.26682e-10 3.36981e-10 7.1307e-10 5.25573e-10 3.29873e-10 4.04364e-10 3.80127e-10 5.73456e-10 3.87496e-10 5.89383e-10 4.37171e-10 3.20951e-10 7.27316e-10 5.97866e-10 4.97002e-10 3.81483e-10 1.95463e-09 1.64364e-09 5.30954e-10 4.53479e-10 2.89866e-09 1.98584e-09 6.99118e-10 2.29919e-09 8.9265e-10 1.26127e-09 6.73588e-10 6.54548e-10 5.66544e-10
threshold=0.11716500000000001 0.057265000000000003 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.13729500000000003 0.12828500000000001 0.11769000000000002 0.11336 0.10910000000000002 0.058775000000000008 -1.0000000180025095e-35 -0.083449999999999983 0.091580000000000009 0.084905000000000022 0.092860000000000012 -0.092474999999999988 0.10022000000000002 0.086275000000000004 -0.087199999999999986 -0.088064999999999991 -0.082404999999999992 -0.086554999999999979 -0.097209999999999977 -0.23007499999999997 0.11767000000000001 0.13052000000000002 -0.065739999999999979 -0.0090849999999999976 0.08610000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 7 8 9 10 11 -5 14 15 -13 16 18 19 -14 -18 21 28 -22 24 -24 27 -27 -25 -21 -29
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 -12 12 13 -15 -16 -17 17 -19 -20 20 22 -23 23 25 -26 26 -28 29 -30 -31
leaf_value=-3.5553948836553465e-07 5.8164777966418983e-07 -5.4396853196673576e-08 4.6887001303730358e-07 3.918434205425163e-07 -5.1660744460946272e-07 3.5237377547813454e-07 -4.1418364844503235e-07 3.8623324280706585e-07 -5.2605136927143448e-07 3.7547140984181034e-07 -5.4610316105652153e-07 -4.3172382495104039e-08 7.6876580947257409e-07 5.513240994699705e-07 -5.0661565377855105e-07 -3.655964588508473e-07 4.5722946380849939e-07 -8.0431974074220616e-07 -3.7748145664615798e-07 5.7842310502564954e-07 1.0026692700648709e-06 -1.0882927588576982e-06 2.0882137107491872e-07 -5.3773253611048542e-07 -1.1370908843198115e-06 9.3210454889458572e-07 -4.5116269729663021e-08 1.9824608520438174e-08 -1.7888049499214548e-07 -1.7768708688346528e-07
leaf_weight=27 23 30 32 28 20 26 24 25 21 27 20 136 29 24 35 37 26 30 22 25 20 26 30 23 22 25 28 2103 21 156
leaf_count=27 23 30 32 28 20 26 24 25 21 27 20 136 29 24 35 37 26 30 22 25 20 26 30 23 22 25 28 2103 21 156
internal_value=0 2.21623e-07 -3.81579e-09 -6.92956e-10 -5.68665e-09 -2.26797e-09 -5.37992e-09 -2.04161e-09 -5.37272e-09 -1.59317e-09 -5.14542e-09 -1.34389e-09 -5.25064e-09 3.32704e-09 -1.38029e-07 -1.68704e-09 3.51971e-09 -1.92807e-09 2.74306e-07 7.68142e-09 2.96651e-09 -2.44327e-07 1.03637e-08 2.04948e-09 -3.60603e-07 1.01257e-08 4.15837e-07 7.02944e-10 2.32698e-07 6.18502e-09
internal_weight=0 53 3068 3041 3009 2989 2963 2939 2914 2893 2866 2846 2818 2647 171 2623 2586 2535 51 2505 2479 72 2407 2387 52 2335 53 2282 46 2259
internal_count=3121 53 3068 3041 3009 2989 2963 2939 2914 2893 2866 2846 2818 2647 171 2623 2586 2535 51 2505 2479 72 2407 2387 52 2335 53 2282 46 2259
is_linear=0
shrinkage=0.1


Tree=8710
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 131 13 13 1213 4 42 403 403 1210 3 403 1209 2 1209 1213 1211 1211 1211 394 390 133 132 133 4 1212 133
split_gain=2.81552e-10 7.01806e-09 4.04369e-09 1.1118e-09 2.76522e-10 3.34717e-10 3.34105e-10 3.04481e-10 3.30435e-10 3.17322e-10 2.50973e-10 3.25005e-10 6.08995e-10 3.24306e-09 5.68842e-10 3.11926e-10 2.22884e-09 4.38326e-10 3.81734e-10 3.43954e-10 7.76623e-10 3.51467e-10 2.83251e-10 5.84658e-10 4.11364e-10 1.87155e-09 1.04993e-09 1.50154e-09 7.63821e-10 1.29133e-09
threshold=-0.083284999999999984 0.10022000000000002 0.12358500000000001 0.089480000000000018 -0.076979999999999979 -0.049279999999999997 -0.023499999999999997 1.0000000180025095e-35 -0.069389999999999993 -0.015274999999999999 -0.55327499999999985 -0.54856499999999986 -0.13847499999999999 -0.082284999999999983 -0.5341999999999999 -0.077874999999999986 0.084715000000000013 -1.0000000180025095e-35 0.51049000000000011 0.11671000000000002 0.10809000000000001 0.092860000000000012 -0.12099999999999998 0.090205000000000007 -0.14757499999999998 0.082230000000000011 -0.10298999999999998 -0.077834999999999988 -0.09386499999999999 -0.27466499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 -1 -6 -7 8 -8 -9 -2 -12 13 -13 -14 16 -16 -17 19 20 21 22 -19 24 25 28 27 -26 -24 -30
right_child=2 -3 -4 -5 5 6 7 9 -10 -11 11 12 14 -15 15 17 -18 18 -20 -21 -22 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=2.7063833059060015e-07 2.6773453912807914e-07 1.8475759884630689e-06 -1.4252571211059718e-06 -7.8195020833504727e-07 -3.9532175174864887e-07 3.8693399488920478e-07 -3.9747167161547425e-07 3.8278470763467953e-07 1.0166512294875117e-07 -1.4949639399847434e-07 -3.6065849542410436e-07 1.3197187118407785e-06 -5.1096022663056255e-07 -3.7405187596889914e-07 -4.6542840331872308e-07 -4.605033893767541e-07 7.7257608709122438e-07 2.881999326594572e-07 4.0379351251273046e-07 -3.0812501763279759e-07 5.7744450714380952e-07 -4.1365790582945234e-07 -2.0918115550020131e-07 -5.3212895714355437e-07 8.7412106011099787e-08 -5.0764214989004255e-07 -2.5649488151326232e-09 -9.5776284310440079e-07 1.1470121083733462e-07 8.1476184329185535e-07
leaf_weight=32 35 21 20 20 24 20 36 24 21 21 25 20 22 26 26 21 33 33 23 37 23 21 22 21 27 34 2299 28 57 49
leaf_count=32 35 21 20 20 24 20 36 24 21 21 25 20 22 26 26 21 33 33 23 37 23 21 22 21 27 34 2299 28 57 49
internal_value=0 1.09337e-07 -8.24857e-09 -7.50213e-08 4.40888e-09 -5.39428e-08 1.32137e-08 -6.00647e-08 -2.13579e-07 1.34387e-07 1.58494e-09 -1.68701e-09 1.49311e-09 3.6237e-07 -4.48684e-09 -4.40939e-10 2.27015e-07 -5.42049e-09 -1.84654e-09 -5.36586e-09 -1.08044e-09 -6.21594e-09 -2.88665e-09 -6.67295e-09 -2.28719e-09 1.51849e-07 -1.28947e-08 -4.44677e-07 3.27026e-07 4.38314e-07
internal_weight=0 219 2902 198 178 146 122 102 57 45 2882 2847 2822 46 2776 2754 59 2695 2674 2651 2614 2591 2570 2537 2516 162 2354 55 128 106
internal_count=3121 219 2902 198 178 146 122 102 57 45 2882 2847 2822 46 2776 2754 59 2695 2674 2651 2614 2591 2570 2537 2516 162 2354 55 128 106
is_linear=0
shrinkage=0.1


Tree=8711
num_leaves=31
num_cat=0
split_feature=1208 1209 1208 1208 1447 479 12 1447 483 158 403 401 47 0 4 0 47 47 43 47 47 52 15 0 1447 1447 403 1453 12 480
split_gain=2.63766e-10 5.12913e-10 7.05285e-10 3.49611e-10 2.61621e-10 2.63053e-10 1.87694e-09 7.92731e-10 3.76819e-10 6.56324e-10 3.30344e-10 5.54362e-10 3.49006e-10 2.40267e-09 9.87281e-09 2.93633e-09 6.91637e-10 5.3401e-10 5.7491e-10 7.53788e-10 7.74152e-10 1.16819e-09 5.82677e-10 4.06482e-10 3.84392e-10 1.05392e-09 2.10432e-09 1.19632e-09 9.93588e-10 4.99503e-10
threshold=0.11846000000000001 0.11743500000000001 0.10233500000000001 0.089655000000000012 0.090670000000000014 0.10061500000000002 0.093965000000000007 0.0071200000000000005 -0.47356499999999996 0.13559000000000002 0.62200000000000011 0.13607500000000003 0.092165000000000011 -0.10224499999999999 0.08184000000000001 -0.095504999999999993 0.090100000000000013 0.096850000000000006 -0.085474999999999982 0.10621500000000002 0.11939500000000002 -0.0027449999999999996 -0.092489999999999989 -0.060129999999999996 -0.086849999999999997 -0.086279999999999982 -0.56738999999999995 -0.087504999999999986 0.085325000000000012 0.10272000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 -1 10 11 12 16 14 -14 -15 24 -17 22 -20 21 -21 -19 -22 28 -26 -27 -28 -10 -29
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 -11 -12 -13 13 15 -16 17 -18 18 19 20 23 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=-4.2081748980698261e-07 3.1718052075400641e-07 -4.8379317780183395e-07 5.2975937455812537e-07 -4.2028196276078236e-07 -2.9972060443030609e-07 -7.0080553795648379e-07 5.1588134889849857e-07 5.6677241218494604e-07 -1.4169665423797861e-07 5.7518987631510762e-07 -3.3545435018885627e-07 4.9272630200863685e-07 -2.435105735813858e-06 1.1143645354631342e-06 6.8581724601275473e-08 -4.8762263349999555e-07 5.8369371500822086e-07 -5.8545327998871252e-07 5.8738043612215227e-07 -6.3863191230390816e-07 5.6636421618350142e-07 3.0210687188256008e-07 9.3838163751491315e-08 -1.6151361338223107e-08 -6.8782746693459149e-07 9.8100063093459706e-07 -6.5131303484479632e-07 1.7391114528515416e-09 6.6558776453007344e-07 4.8046987537666357e-07
leaf_weight=21 26 22 25 20 29 32 21 25 31 20 29 23 21 24 63 25 21 28 27 33 25 22 23 23 22 22 28 2338 30 22
leaf_count=21 26 22 25 20 29 32 21 25 31 20 29 23 21 24 63 25 21 28 27 33 25 22 23 23 22 22 28 2338 30 22
internal_value=0 -2.66403e-09 7.80432e-10 -3.55831e-09 -8.05838e-10 2.08464e-09 -2.18722e-07 6.05706e-09 1.25806e-09 4.31446e-09 3.50052e-10 3.76581e-09 -2.10884e-10 -9.96128e-08 -5.5734e-07 6.75572e-08 1.22045e-08 -5.44009e-08 5.43635e-09 1.17065e-07 -6.22211e-09 -2.62336e-07 -2.79106e-07 2.87242e-07 7.39048e-09 1.17164e-09 7.46126e-09 -1.5077e-09 2.55328e-07 6.20186e-09
internal_weight=0 3095 3073 3048 3028 2999 53 2946 2921 2900 2880 2851 2828 314 84 230 2514 206 181 130 103 55 51 48 2493 2432 2410 2388 61 2360
internal_count=3121 3095 3073 3048 3028 2999 53 2946 2921 2900 2880 2851 2828 314 84 230 2514 206 181 130 103 55 51 48 2493 2432 2410 2388 61 2360
is_linear=0
shrinkage=0.1


Tree=8712
num_leaves=31
num_cat=0
split_feature=45 0 1429 156 11 3 156 1428 475 50 50 1429 12 12 12 1456 12 12 1208 132 1203 393 2 42 15 1208 128 4 1185 393
split_gain=2.57343e-10 2.28997e-09 5.9795e-10 8.43345e-10 3.94231e-10 1.64703e-09 8.24632e-10 3.27982e-10 5.4286e-10 4.43188e-10 4.32233e-10 3.84392e-10 3.65487e-10 1.13668e-09 9.61288e-10 4.46081e-10 1.13291e-09 2.07003e-09 7.00289e-10 5.38552e-10 6.93655e-09 4.08171e-09 9.74746e-10 6.03815e-10 3.29994e-09 7.33154e-10 5.4364e-10 1.08907e-09 8.60918e-10 7.22483e-10
threshold=0.084355000000000013 -0.14723999999999998 -0.23752499999999996 0.32523500000000005 0.097680000000000017 -0.14847999999999997 0.14540500000000003 -0.020064999999999996 0.05680000000000001 0.14026500000000003 0.13612500000000002 0.11809000000000001 0.12757000000000002 0.12069000000000002 0.14786000000000002 0.11510000000000002 0.11351500000000002 0.11527000000000001 0.11846000000000001 -0.083284999999999984 0.089480000000000018 0.11213000000000002 0.082850000000000021 0.120215 0.090455000000000021 0.10233500000000001 0.10773500000000001 -0.079329999999999984 0.090595000000000009 0.09389500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 -4 9 10 11 12 13 15 -14 16 18 -18 19 20 22 23 -9 25 -25 26 28 -28 29 -21
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12 -13 14 -15 -16 -17 17 -19 -20 21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-5.4866765481165197e-07 1.020319287125035e-06 -3.5084990298775335e-07 -3.2256998245827621e-07 6.471386319617523e-07 -8.9643251274589668e-07 2.8778099607033408e-07 6.4012569396254553e-07 -6.6656576742072668e-07 3.7482790650014262e-07 -3.8796915418970462e-07 4.2099095717655173e-07 -4.0368667555412688e-07 -7.2518796818599185e-07 7.5518575613386931e-07 4.2304337697221351e-08 3.3431127220841848e-07 -1.2668629071299621e-06 2.2438832195692873e-08 5.5225572079047707e-07 -5.6840902739134685e-09 1.87209845231943e-06 -1.3399291179214485e-06 4.0091524408669012e-08 3.9375644360398872e-07 -1.1740090534431149e-06 5.2423907256390388e-07 8.4217749541825138e-07 -1.7741357908107602e-07 -6.1513170175717477e-07 5.8360029724792096e-07
leaf_weight=20 21 29 32 20 23 24 20 23 38 30 24 24 25 20 47 39 20 33 23 2246 21 23 129 29 25 27 22 20 23 21
leaf_count=20 21 29 32 20 23 24 20 23 38 30 24 24 25 20 47 39 20 33 23 2246 21 23 129 29 25 27 22 20 23 21
internal_value=0 2.25041e-07 -3.66521e-09 -9.25936e-11 -4.36334e-09 -2.91728e-07 1.62845e-10 -4.15539e-09 -6.802e-10 -5.61085e-09 -1.6057e-09 -5.17694e-09 -1.78055e-09 4.05516e-09 -2.24186e-07 -1.45975e-09 -6.33687e-09 -4.6409e-07 2.88081e-09 -1.96228e-09 1.68525e-07 -1.407e-08 -6.68369e-08 -1.43228e-09 -3.32061e-07 6.13616e-09 1.3754e-10 3.56658e-07 -6.40126e-09 -2.25346e-10
internal_weight=0 50 3071 3051 3031 47 2984 2964 2932 2894 2864 2840 2816 2744 72 2724 2685 53 2632 2609 173 2436 152 2413 54 2359 2332 42 2290 2267
internal_count=3121 50 3071 3051 3031 47 2984 2964 2932 2894 2864 2840 2816 2744 72 2724 2685 53 2632 2609 173 2436 152 2413 54 2359 2332 42 2290 2267
is_linear=0
shrinkage=0.1


Tree=8713
num_leaves=31
num_cat=0
split_feature=132 394 1203 12 15 3 3 402 1203 142 11 34 43 34 133 9 10 4 2 147 150 49 448 48 147 150 3 159 150 457
split_gain=2.75094e-10 1.43966e-09 1.36208e-09 2.61266e-10 4.58836e-10 2.57566e-10 3.34606e-10 2.7224e-10 3.33621e-10 2.50821e-10 4.83541e-10 3.82522e-10 8.87038e-10 5.31528e-10 1.50177e-09 1.16205e-09 1.29761e-09 8.98145e-09 7.92461e-10 5.18875e-10 4.08986e-10 1.91522e-09 8.01606e-10 4.08772e-10 5.01516e-10 4.21924e-10 7.41685e-10 8.38389e-10 6.23015e-10 6.7004e-10
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.11418000000000002 0.090325000000000003 -0.06977499999999999 -0.084854999999999986 0.087450000000000014 0.084030000000000007 -0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.074974999999999986 -0.057544999999999992 0.086990000000000012 0.091600000000000015 -0.0093599999999999985 0.053180000000000012 -0.055814999999999997 0.099730000000000027 0.12640500000000002 -0.045154999999999994 1.0000000180025095e-35 -0.09386499999999999 0.089025000000000007 0.11156000000000001 0.31299000000000005 0.090025000000000008 0.10801000000000001 0.09228500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 5 6 7 8 -1 -2 -11 12 -12 14 -13 16 17 -15 -18 20 22 -22 23 -20 25 26 28 -28 29 -25
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 10 11 13 -14 15 -16 -17 18 -19 19 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-7.819018764741807e-08 3.3084909763720529e-07 8.1396228094635341e-07 -8.9500205888271025e-07 -2.6031896822313432e-07 4.3131167236272936e-07 2.197867590423592e-07 -4.1274611827394182e-07 -3.0487886006498729e-07 4.3652743443090007e-07 -4.6771955494891283e-07 6.6496940599064711e-08 9.7501669393923743e-07 -7.877047210058663e-07 -4.9450525388668837e-07 -1.3537934011827897e-07 -5.3997912943533524e-07 -5.7282637667318188e-07 1.9764881443506964e-06 -3.6731438086690109e-07 4.1791829024380913e-07 3.3531311510159866e-07 -9.0249830839184151e-07 5.686701078957413e-07 1.583687994314386e-09 4.9065782182619192e-07 -3.4483600610915997e-07 -7.1401094658085641e-07 7.8953119183230088e-08 5.4290318060943514e-07 4.363527823316973e-07
leaf_weight=34 23 22 20 39 24 29 28 22 20 22 31 21 20 38 29 39 24 24 30 30 25 25 25 2309 21 35 30 24 22 36
leaf_count=34 23 22 20 39 24 29 28 22 20 22 31 21 20 38 29 39 24 24 30 30 25 25 25 2309 21 35 30 24 22 36
internal_value=0 8.08767e-09 -1.08886e-07 -2.86698e-08 2.88736e-08 -4.37468e-08 -1.17232e-07 -8.35859e-09 1.12446e-07 1.93809e-09 -7.07002e-10 2.91325e-09 -2.68484e-07 7.87962e-09 3.30987e-07 1.97703e-09 9.81109e-09 4.62008e-07 -8.24805e-10 4.43095e-09 -3.73316e-10 -2.83593e-07 5.21948e-09 -3.99292e-10 4.04457e-09 -1.16208e-10 4.86735e-09 -3.61582e-07 1.32274e-08 8.25818e-09
internal_weight=0 2905 216 196 157 133 104 76 54 2883 2860 2838 51 2787 50 2737 2698 62 2636 2612 2582 50 2532 2507 2477 2456 2421 54 2367 2345
internal_count=3121 2905 216 196 157 133 104 76 54 2883 2860 2838 51 2787 50 2737 2698 62 2636 2612 2582 50 2532 2507 2477 2456 2421 54 2367 2345
is_linear=0
shrinkage=0.1


Tree=8714
num_leaves=31
num_cat=0
split_feature=1211 1211 1211 402 401 1210 1211 399 12 394 16 1200 128 13 128 1185 128 128 1186 15 15 15 4 15 15 49 15 15 48 2
split_gain=2.52536e-10 4.62646e-10 3.94774e-10 2.98969e-10 1.75572e-09 4.8851e-10 3.84654e-10 2.89283e-10 9.97995e-10 8.50186e-10 5.68647e-10 2.87618e-10 5.38309e-10 8.19045e-10 3.47306e-10 9.17394e-10 6.89497e-10 6.81593e-10 3.94546e-10 3.77557e-10 1.72819e-09 8.30602e-10 3.21192e-09 8.67612e-10 9.37063e-10 1.74131e-09 1.02103e-09 2.43006e-09 4.51551e-09 1.80827e-09
threshold=0.11716500000000001 0.13003000000000001 0.11013500000000002 -0.45015499999999992 -1.0000000180025095e-35 0.24726500000000004 0.09993500000000001 0.091895000000000018 0.093965000000000007 0.15288500000000002 -0.083134999999999987 0.089190000000000005 0.11170500000000001 0.043850000000000007 0.10692000000000002 0.092170000000000016 0.10318000000000001 0.098550000000000013 -0.086714999999999987 -0.10203999999999998 -0.10653 -0.096999999999999989 0.052250000000000012 -0.094549999999999981 -0.092489999999999989 0.085970000000000005 -0.090644999999999989 -0.088749999999999982 0.085845000000000019 0.087415000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 9 10 11 -9 12 14 -14 15 16 17 18 -5 20 -20 22 -21 -23 25 -25 29 28 -28 -26
right_child=1 -3 -4 5 -6 -7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 19 21 -22 23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-9.3348294989309144e-07 4.9559240081923209e-07 -9.6259623887817741e-08 -3.587941510233812e-07 2.9295285195945805e-07 2.8566726992149025e-07 4.4404750389048791e-07 4.3721110785099884e-07 -1.7074943173774364e-07 2.3447137594655124e-07 6.5192220588983229e-07 -8.9983214166977634e-07 3.4984312966171075e-07 -8.0563557254381965e-07 2.705350704938307e-08 4.0565125421683962e-07 -6.6099688651666801e-07 5.7328381087375293e-07 -5.5628113386774209e-07 2.5711581017808594e-08 4.3138075046623606e-07 7.6327342300681492e-07 4.554369208784547e-07 -1.2414196240762011e-06 -1.4105503062275013e-08 -3.684984503396746e-07 -1.1722420538262668e-06 2.5026743125741075e-07 -3.6775966371171123e-09 -1.5961187946905504e-06 7.3774685006355877e-07
leaf_weight=21 28 25 31 46 27 25 20 23 31 20 20 23 21 27 21 21 21 22 484 22 34 39 24 37 22 20 26 1868 27 45
leaf_count=21 28 25 31 46 27 25 20 23 31 20 20 23 21 27 21 21 21 22 484 22 34 39 24 37 22 20 26 1868 27 45
internal_value=0 2.16417e-07 -3.74523e-09 -1.21094e-10 -2.47711e-07 3.85492e-09 1.42097e-10 -2.82712e-09 -1.98044e-07 2.20635e-09 -5.09858e-07 -2.35306e-09 -5.21847e-09 -3.37248e-07 5.16476e-10 -2.56831e-09 2.48358e-09 -1.92983e-09 2.59717e-09 -2.44677e-09 7.4123e-08 -2.1068e-08 -4.41385e-07 -1.17903e-08 -2.07008e-08 -4.20469e-07 -9.23861e-09 -2.26226e-08 -6.90344e-07 3.74502e-07
internal_weight=0 53 3068 3037 48 2989 2964 2944 74 2870 43 2850 2827 48 2779 2758 2737 2716 2694 2648 518 2130 46 2084 2045 57 1988 1921 53 67
internal_count=3121 53 3068 3037 48 2989 2964 2944 74 2870 43 2850 2827 48 2779 2758 2737 2716 2694 2648 518 2130 46 2084 2045 57 1988 1921 53 67
is_linear=0
shrinkage=0.1


Tree=8715
num_leaves=31
num_cat=0
split_feature=401 401 401 42 402 133 132 1186 1211 403 1203 393 1208 1208 133 16 1209 2 1209 3 12 12 43 1429 51 51 12 50 12 0
split_gain=2.6646e-10 4.23396e-10 5.41097e-10 1.22667e-09 6.07422e-10 2.868e-10 2.92121e-10 6.82034e-09 4.08771e-09 7.837e-09 8.55487e-10 8.42314e-10 3.3829e-10 3.71049e-10 3.76756e-10 3.41597e-09 6.91049e-10 3.66766e-09 6.51848e-10 3.15314e-10 1.42046e-09 3.69311e-09 7.00374e-09 1.34934e-09 1.34788e-09 1.32805e-09 1.28771e-09 1.16339e-09 1.10039e-09 7.86127e-10
threshold=-0.47313999999999995 -0.46360499999999999 -0.078179999999999986 0.10024000000000001 -0.43418999999999991 0.42433500000000007 -0.083284999999999984 0.0044650000000000011 0.11048500000000001 -0.037174999999999993 0.085960000000000023 0.10938000000000002 0.11332500000000002 0.10233500000000001 0.26753000000000005 -0.080344999999999986 -0.084629999999999997 0.084715000000000013 -1.0000000180025095e-35 -0.094874999999999987 0.089085000000000011 0.092200000000000018 -0.096754999999999994 -0.054654999999999988 0.10411500000000001 0.078435000000000019 0.087995000000000004 -0.46943999999999991 0.086305000000000007 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 10 11 -10 -6 12 13 14 16 -16 17 -8 -18 20 25 22 -22 -23 -25 26 28 -21 -20 -29
right_child=1 2 4 -5 5 -7 8 -9 9 -11 -12 -13 -14 -15 15 -17 18 -19 19 27 21 23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=3.6382528250555885e-07 -4.2981408450546241e-07 -1.4332966919994307e-07 -4.3764766815002077e-07 9.0320938527708813e-07 7.3101287573931396e-09 2.9812579418475596e-07 -4.7128351889114131e-07 1.7771244968530071e-06 -2.4266613566226171e-06 2.7997670828298123e-07 -5.8271637260139841e-07 6.5034134397734535e-07 -3.7479149052425478e-07 3.644462414647316e-07 -1.043783119363415e-06 4.2383752104667244e-07 -5.5758502932284118e-07 1.2593974849058517e-06 -8.8518083037117419e-09 -6.0387182095451646e-07 -2.8047286810934089e-07 -7.2441088605046389e-07 2.2201941240732974e-06 4.7866751896495785e-08 8.94961921274341e-07 -6.7601292804574259e-07 -7.3364498418760337e-07 4.6861983652675258e-09 7.9281324104840679e-07 -3.9684352850599682e-07
leaf_weight=20 23 24 32 21 161 32 25 22 20 23 29 20 24 28 29 35 21 24 119 33 21 20 24 178 21 36 21 1965 20 50
leaf_count=20 23 24 32 21 161 32 25 22 20 23 29 20 24 28 29 35 21 24 119 33 21 20 24 178 21 36 21 1965 20 50
internal_value=0 -2.35646e-09 8.37663e-10 3.45055e-07 -4.26942e-09 3.51739e-10 -2.85768e-09 1.10259e-07 -1.15558e-08 -9.78925e-07 -8.27465e-08 3.77097e-09 -1.02911e-09 2.33055e-09 -1.50716e-09 -2.41178e-07 4.44278e-09 3.76397e-07 -2.76393e-09 1.8817e-09 7.66976e-08 2.2811e-07 1.05322e-06 5.85674e-08 1.37259e-07 -1.27245e-07 -3.77278e-09 -1.49226e-08 1.06496e-07 -5.27732e-09
internal_weight=0 3101 3078 45 3033 3001 2969 212 2757 43 190 2714 2694 2670 2642 64 2578 49 2529 2508 460 264 45 219 199 196 160 2048 139 2015
internal_count=3121 3101 3078 45 3033 3001 2969 212 2757 43 190 2714 2694 2670 2642 64 2578 49 2529 2508 460 264 45 219 199 196 160 2048 139 2015
is_linear=0
shrinkage=0.1


Tree=8716
num_leaves=31
num_cat=0
split_feature=1211 43 1185 393 1212 1211 1211 42 42 42 52 4 16 4 52 4 4 42 2 1209 401 133 403 403 4 0 4 13 13 131
split_gain=2.92473e-10 6.65202e-10 3.76014e-10 4.25358e-10 2.513e-10 4.60418e-10 4.01913e-10 2.56704e-10 1.21264e-09 8.88673e-10 1.99982e-09 8.9934e-10 3.01464e-09 1.78827e-09 6.27887e-09 3.64714e-09 1.74173e-09 4.89828e-09 1.47842e-09 9.67424e-10 1.16017e-09 1.35569e-09 1.02224e-09 3.43481e-09 2.76104e-09 1.30516e-09 7.60007e-10 2.29614e-09 1.6684e-09 9.259e-10
threshold=0.11716500000000001 0.057265000000000003 -0.10973499999999999 0.10856500000000001 0.13631000000000001 0.10809000000000001 0.092635000000000009 0.084895000000000012 0.084755000000000011 0.085465000000000013 -0.014264999999999998 -0.082594999999999988 -0.026164999999999997 -0.081609999999999988 0.088005000000000014 -0.080744999999999997 -0.085594999999999991 0.091205000000000008 0.097070000000000004 -0.065739999999999979 -0.06959499999999999 0.41553500000000004 -0.082384999999999986 -0.0038999999999999994 -0.077834999999999988 -0.082394999999999982 -0.067104999999999984 -0.077944999999999987 -0.083364999999999981 0.091360000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 -4 10 -9 12 -11 14 -13 -15 17 -14 -19 -17 -21 22 25 -24 -25 -22 27 28 -26 -28
right_child=1 -3 3 -5 -6 -7 -8 9 -10 11 -12 13 16 15 -16 19 -18 18 -20 20 21 -23 23 24 26 -27 29 -29 -30 -31
leaf_value=-4.3621014356176602e-07 6.3751328912323277e-07 -7.7295716588802574e-08 -1.753954268106958e-08 3.3580383327827463e-07 -3.3461427520982716e-07 4.0827834624224124e-07 -3.5902446082758388e-07 1.0551667602297899e-06 -7.3337432103433762e-07 1.1229231154450116e-06 -1.9746767679862387e-07 6.2636353376888114e-07 -1.2739568060639834e-06 1.0959533123392854e-06 -1.8217920569441049e-06 -5.3984478719420236e-07 6.3441089179624065e-07 1.0091124804846784e-06 -1.7748909369532027e-07 7.1325987753632289e-07 -1.2871637673177766e-07 -7.6323786520523162e-07 -1.1625941499897427e-06 1.1101366479496476e-06 -5.9299898850895267e-07 7.8159944330025164e-07 -5.0705152574188433e-08 -1.21263080738269e-06 6.6897106385319853e-07 2.4687070473983219e-07
leaf_weight=20 23 30 1695 37 23 27 32 26 24 31 25 20 29 30 22 35 30 21 21 22 28 24 26 22 20 36 571 21 22 128
leaf_count=20 23 30 1695 37 23 27 32 26 24 31 25 20 29 30 22 35 30 21 21 22 28 24 26 22 20 36 571 21 22 128
internal_value=0 2.32904e-07 -4.02788e-09 -1.19203e-09 -5.33313e-09 -2.79851e-09 -6.54693e-09 -2.69603e-09 -2.75337e-08 3.259e-08 4.4113e-07 1.46128e-08 2.6032e-07 -1.6968e-08 -6.56004e-07 1.02803e-08 -4.43891e-09 -2.74375e-07 4.15812e-07 -2.38246e-08 -4.19344e-09 -2.17702e-08 -1.40958e-09 -3.18093e-08 5.69126e-09 3.83336e-07 -2.61956e-08 -3.58855e-07 6.80329e-08 3.78656e-09
internal_weight=0 53 3068 3048 3011 2988 2961 2929 1719 1210 51 1159 132 1027 42 985 101 71 42 955 920 898 874 810 784 64 762 63 42 699
internal_count=3121 53 3068 3048 3011 2988 2961 2929 1719 1210 51 1159 132 1027 42 985 101 71 42 955 920 898 874 810 784 64 762 63 42 699
is_linear=0
shrinkage=0.1


Tree=8717
num_leaves=31
num_cat=0
split_feature=130 121 33 34 104 97 9 153 45 142 473 15 2 10 2 12 2 453 15 0 124 402 151 48 48 14 0 15 0 0
split_gain=2.55404e-10 6.69622e-10 4.93117e-10 3.05963e-10 8.88608e-10 3.05318e-10 5.01295e-10 4.25762e-10 4.42273e-10 6.7176e-10 4.03038e-10 4.03185e-10 2.27367e-09 4.49208e-09 1.63255e-09 8.13654e-10 7.80546e-10 9.81223e-10 9.46344e-10 9.19303e-10 7.39213e-10 9.24715e-10 8.54307e-10 9.9399e-10 1.6158e-09 1.11111e-09 1.71112e-09 5.71416e-10 6.79605e-10 1.92245e-09
threshold=-0.23647499999999996 -0.088279999999999983 -0.044254999999999996 -0.08786999999999999 0.086600000000000024 -0.086244999999999988 -0.084244999999999987 1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 -0.072684999999999986 -0.10203999999999998 -1.0000000180025095e-35 0.083760000000000015 -1.0000000180025095e-35 -0.095379999999999979 0.084145000000000011 0.084790000000000018 -0.13578499999999996 -0.21861499999999998 -0.086724999999999983 0.087880000000000014 -0.088054999999999981 0.097690000000000013 0.11270000000000001 -0.40349999999999991 -0.066689999999999985 -0.099734999999999976 -0.086729999999999988 -0.086409999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7 8 9 -8 -11 12 13 -12 -13 -16 18 19 -14 -18 -21 22 -22 25 -25 -24 -27 -17 -29 -30
right_child=1 2 3 4 -6 6 7 -9 -10 10 11 14 16 -15 15 27 17 -19 -20 20 21 -23 23 24 -26 26 -28 28 29 -31
leaf_value=-3.5620247299306132e-07 5.1775325252378938e-07 4.8103592386420739e-07 3.1257695700522464e-07 3.7602870374290175e-07 -6.7271201203311654e-07 -4.5252268250806086e-07 5.5548917249449341e-07 -3.9093932814791649e-07 -3.6315887421027807e-07 4.2717613307662429e-07 1.8790674209867577e-06 -7.0707805698876823e-07 -7.5043952319577203e-07 -8.3165140907226492e-08 4.7649307711009553e-07 5.1593611203770708e-07 7.282424355023213e-07 -5.7181057721446335e-07 8.738988948555114e-08 -4.7379836125571729e-07 6.9098168974538317e-07 -3.7157021053088913e-07 -1.5560796913721081e-07 -8.1694173432980387e-07 2.6727159459584628e-07 2.184488084231132e-07 1.2105360677120796e-06 -1.0134248623664406e-07 9.040020204409416e-07 2.124061325139776e-09
leaf_weight=20 25 21 30 21 20 25 22 28 33 22 20 34 28 28 34 20 22 23 26 24 28 36 54 27 28 101 21 721 24 1555
leaf_count=20 25 21 30 21 20 25 22 28 33 22 20 34 28 28 34 20 22 23 26 24 28 36 54 27 28 101 21 721 24 1555
internal_value=0 2.30252e-09 -1.88677e-09 -5.20637e-09 -8.35794e-09 -3.93628e-09 -6.6103e-09 -2.84287e-09 8.64632e-10 5.00983e-09 7.98928e-10 -2.48779e-09 8.25965e-08 7.34432e-07 -1.90913e-08 -9.15441e-09 7.74463e-09 6.03775e-08 -3.4704e-07 1.03018e-07 5.98989e-08 1.03318e-07 1.69326e-07 1.06095e-07 -2.64979e-07 2.22055e-07 3.89218e-07 -1.62717e-08 -2.08996e-08 1.58321e-08
internal_weight=0 3101 3076 3055 3025 3005 2984 2959 2931 2898 2876 2854 466 48 2388 2354 418 364 54 341 319 295 259 231 55 176 122 2320 2300 1579
internal_count=3121 3101 3076 3055 3025 3005 2984 2959 2931 2898 2876 2854 466 48 2388 2354 418 364 54 341 319 295 259 231 55 176 122 2320 2300 1579
is_linear=0
shrinkage=0.1


Tree=8718
num_leaves=31
num_cat=0
split_feature=45 46 474 47 0 15 47 47 3 131 1 3 151 16 3 1447 1446 133 133 1447 1447 52 43 15 1447 13 480 480 2 2
split_gain=2.91851e-10 4.72115e-10 3.77334e-10 3.01236e-10 2.34755e-09 8.33822e-09 3.00166e-09 1.00565e-09 6.27427e-10 4.11014e-10 1.09039e-09 3.91651e-10 5.57925e-10 7.73688e-10 6.02378e-10 3.71713e-10 3.89122e-10 2.51423e-09 2.05207e-09 1.09211e-09 2.00709e-09 1.63651e-09 1.49125e-09 1.11749e-09 7.25572e-10 2.53712e-09 1.17884e-09 1.12599e-09 4.0695e-10 2.7777e-09
threshold=0.10331000000000001 0.083550000000000013 0.12103000000000001 0.092165000000000011 -0.10224499999999999 -0.11345499999999999 0.09550500000000002 0.088915000000000008 -0.034684999999999994 0.096490000000000006 0.117245 -0.096099999999999977 -0.064619999999999983 -0.065229999999999996 -0.079864999999999978 0.071705000000000005 0.083715000000000026 0.10995500000000001 0.086990000000000012 -0.086849999999999997 -0.085684999999999997 0.008405000000000001 -0.063379999999999978 0.088495000000000018 -0.081174999999999983 -0.085964999999999986 0.11471500000000003 0.095525000000000013 0.084755000000000011 0.084985000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 -6 15 9 10 11 -8 -13 -14 -15 16 24 18 19 -18 -21 23 -23 -22 25 -1 27 28 -26 -30
right_child=-2 -3 -4 4 6 -7 8 -9 -10 -11 -12 12 13 14 -16 -17 17 -19 -20 20 21 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=4.3043285338419741e-07 3.0044842578291766e-07 -4.7564459680957264e-07 4.1278027460769162e-07 8.985501120117045e-08 1.1732415391530926e-06 -2.2197367904006817e-06 -3.6261788140406615e-07 5.4022979189280057e-07 -4.4805177084834427e-07 -3.0804258094283273e-07 7.7826800122693378e-07 4.8117858523255562e-07 3.4094058974127554e-07 4.8572875736378288e-08 -7.0019575624449071e-07 -3.1403982993160266e-07 6.7804777224012016e-07 1.000186508180973e-06 -6.905949418621406e-07 -7.962343299065348e-07 2.8962851274627608e-07 1.1486155442427212e-07 1.2804054473950342e-06 -6.7622007592312325e-07 6.6528961377012317e-08 -9.9368176032338195e-07 7.6634340643977346e-07 -7.0090855996093766e-07 -9.6234493023603739e-07 -6.8394431139352866e-09
leaf_weight=22 32 21 22 54 22 22 26 35 34 31 20 25 28 21 22 37 32 29 35 24 25 23 21 23 694 29 20 23 31 1638
leaf_count=22 32 21 22 54 22 22 26 35 34 31 20 25 28 21 22 37 32 29 35 24 25 23 21 23 694 29 20 23 31 1638
internal_value=0 -3.11078e-09 1.23645e-10 -2.8568e-09 -9.71311e-08 -5.78711e-07 6.26946e-08 7.6334e-09 -5.53346e-08 2.18468e-08 9.38649e-08 -1.83323e-08 7.49117e-08 -6.814e-08 -3.34518e-07 7.44686e-10 5.1085e-09 1.35097e-07 -1.99419e-09 1.60851e-07 1.81755e-08 2.3063e-07 6.71144e-07 -1.73174e-07 -6.1074e-09 -3.79358e-07 1.80439e-09 -4.60415e-09 2.17325e-09 -2.4587e-08
internal_weight=0 3089 3068 3046 305 76 229 2741 207 173 142 122 96 71 43 2706 2669 212 183 148 116 92 44 48 2457 51 2406 2386 2363 1669
internal_count=3121 3089 3068 3046 305 76 229 2741 207 173 142 122 96 71 43 2706 2669 212 183 148 116 92 44 48 2457 51 2406 2386 2363 1669
is_linear=0
shrinkage=0.1


Tree=8719
num_leaves=31
num_cat=0
split_feature=421 9 2 33 9 147 147 147 34 150 45 39 16 123 13 52 52 0 16 13 15 4 12 13 402 15 48 16 4 160
split_gain=2.79667e-10 5.40574e-10 6.19155e-10 5.06535e-10 7.42186e-10 3.82525e-10 6.13334e-10 4.85911e-10 3.52081e-10 3.29257e-10 4.3906e-10 3.49542e-10 7.45473e-10 5.98732e-10 3.60371e-10 1.11133e-09 2.25714e-09 1.67309e-09 8.68179e-10 7.65747e-10 1.70617e-09 1.54141e-09 1.84153e-09 1.14565e-09 8.65614e-10 7.34432e-10 6.54476e-10 2.22702e-09 2.35815e-09 1.56649e-09
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 -0.009184999999999997 0.085555000000000006 0.097985000000000017 0.092070000000000013 0.089995000000000019 -0.086059999999999984 -0.15178999999999995 0.094030000000000016 0.11365500000000002 -0.08231999999999999 0.11679000000000002 -0.14179999999999995 0.11434500000000002 0.048770000000000008 -0.075934999999999989 -0.054549999999999994 -0.097224999999999992 0.084840000000000013 0.25615500000000008 0.085635000000000003 -0.094514999999999988 0.083170000000000008 -0.087894999999999987 0.086035000000000014 -0.095964999999999981 -0.00027999999999999998 0.11205000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 -5 -10 11 13 -13 14 15 16 17 18 25 20 21 22 -16 24 -21 -11 -25 28 -28 -29
right_child=1 2 -4 4 -6 -7 -8 -9 9 10 -12 12 -14 -15 19 -17 -18 -19 -20 23 -22 -23 -24 26 -26 -27 27 29 -30 -31
leaf_value=-3.7273374665858232e-07 -4.2602963260053784e-07 1.4713090536133676e-08 7.6119759341963798e-07 3.9859799236616959e-07 5.6715849253756145e-07 -3.183334716763248e-07 4.434416800611343e-07 -4.4268993838159082e-07 3.5836692427437812e-07 3.3426974228283489e-07 -3.6333697295276579e-07 1.5293891150437189e-07 -5.6795011751376021e-07 5.1134568514538368e-07 2.936795474281243e-07 4.2175698002834314e-07 -1.1413743474501341e-06 -6.4399410566709202e-07 7.1147544130925866e-07 -9.9611237743602036e-07 -4.1032993954104313e-07 -7.9589494432023388e-08 1.6195088869608299e-06 2.8362370918724656e-08 -8.7119794691468341e-08 -3.7146606103988232e-07 -1.5323820213097862e-06 -6.1062394813243328e-08 -2.643795755313311e-07 7.8276234110793066e-07
leaf_weight=20 28 25 20 22 23 38 31 25 25 29 34 26 32 23 22 29 24 36 22 20 25 24 20 2083 22 30 20 264 55 24
leaf_count=20 28 25 20 22 23 38 31 25 25 29 34 26 32 23 22 29 24 36 22 20 25 24 20 2083 22 30 20 264 55 24
internal_value=0 2.41363e-09 3.46484e-07 -2.65286e-09 1.26212e-09 -3.0692e-09 9.68564e-10 -3.70333e-09 6.67417e-11 -2.96811e-09 -6.12222e-09 -1.8306e-09 -2.44793e-07 3.25303e-09 -9.98016e-10 -1.42021e-07 -2.57975e-07 -7.67648e-08 1.75337e-07 8.29778e-09 2.93217e-07 5.59712e-07 9.25027e-07 -2.12329e-09 -5.19973e-07 -2.4579e-08 6.76865e-09 -1.17142e-07 -6.02514e-07 9.25633e-09
internal_weight=0 3101 45 3056 3028 3005 2967 2936 2911 2889 2864 2830 58 2772 2749 170 141 117 81 2579 91 66 42 2488 42 59 2446 363 75 288
internal_count=3121 3101 45 3056 3028 3005 2967 2936 2911 2889 2864 2830 58 2772 2749 170 141 117 81 2579 91 66 42 2488 42 59 2446 363 75 288
is_linear=0
shrinkage=0.1


Tree=8720
num_leaves=31
num_cat=0
split_feature=46 46 1426 1426 1429 2 475 1429 475 1429 1429 1456 52 50 50 1456 1456 2 0 13 157 2 157 0 157 1371 456 1447 52 1456
split_gain=3.0284e-10 3.36602e-10 3.21702e-10 5.87191e-10 3.51655e-10 1.20199e-09 3.67345e-09 7.39081e-10 4.77722e-10 5.81883e-10 6.69791e-10 4.20562e-10 5.28906e-10 4.06809e-10 5.98563e-10 5.17821e-10 1.63398e-09 1.59986e-09 3.5528e-09 1.36323e-09 3.94596e-10 2.99832e-09 4.42148e-09 3.434e-09 2.00857e-09 6.19174e-10 8.96852e-10 6.0787e-10 3.87561e-09 8.80155e-10
threshold=0.10987500000000001 0.083550000000000013 -0.094284999999999994 -0.068029999999999993 -0.060529999999999994 0.086375000000000021 0.05680000000000001 -0.0091699999999999993 0.051590000000000004 0.12387000000000002 0.11475 0.11253500000000001 -0.023194999999999997 0.13767000000000004 0.13488500000000003 0.085275000000000004 0.081770000000000023 0.087505000000000013 -0.087414999999999979 -0.08459499999999999 -0.086284999999999987 0.087505000000000013 -0.089089999999999989 -0.085034999999999986 -0.083699999999999983 0.08976000000000002 -0.037984999999999991 -0.086279999999999982 0.11639500000000001 -0.15308499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -6 9 10 11 13 -13 14 15 16 20 18 -17 -19 21 22 -9 -23 -22 26 -26 28 -28 -29
right_child=-2 -3 3 4 7 6 -8 8 -10 -11 -12 12 -14 -15 -16 17 -18 19 -20 -21 24 23 -24 -25 25 -27 27 29 -30 -31
leaf_value=3.8154672562417212e-07 3.6970695434361422e-07 -3.4777630225793899e-07 -4.6650431331558878e-07 -4.2457768984149879e-07 -5.6791304418963955e-07 1.3028551157171584e-06 -4.5288305288564026e-07 9.8030853643229841e-08 3.7383648432028975e-07 -5.0418168021214238e-07 5.6349868838792424e-07 3.8325822373508348e-08 -6.889334724746732e-07 -3.0043207627531134e-07 5.5112794527190091e-07 1.5147474300647446e-06 -7.6699390252343855e-07 -6.7671724292705669e-07 -9.4780953174833379e-08 2.6326902212837748e-07 7.7213379203091306e-07 1.3157571813627285e-06 -1.8528760002871942e-06 -3.4043762178909324e-07 5.9909388437517922e-07 -5.0719895909878694e-07 1.3816703534530461e-06 -3.6153628027181107e-07 -5.4172449792262838e-07 9.1444735296810402e-10
leaf_weight=22 22 28 27 20 23 26 22 26 34 23 21 20 20 44 20 24 28 27 32 36 34 21 21 31 25 24 20 69 22 2309
leaf_count=22 22 28 27 20 23 26 22 26 34 23 21 20 20 44 20 24 28 27 32 36 34 21 21 31 25 24 20 69 22 2309
internal_value=0 -2.62592e-09 5.21008e-10 -2.22828e-09 1.91979e-09 2.26754e-07 4.98142e-07 -3.2558e-09 1.17515e-09 -3.19851e-09 8.10748e-10 -3.33101e-09 -3.25304e-07 1.24734e-09 6.04109e-09 2.07538e-09 -7.15667e-09 2.06111e-07 5.95017e-07 -1.39582e-07 1.0199e-09 -1.9479e-07 -7.73651e-07 3.2841e-07 8.7647e-09 -1.74747e-09 3.21402e-09 -2.94177e-09 3.74178e-07 -9.60242e-09
internal_weight=0 3099 3071 3049 3022 68 48 2954 2931 2897 2874 2853 40 2813 2769 2749 2630 119 56 63 2602 99 47 52 2503 2469 2445 2420 42 2378
internal_count=3121 3099 3071 3049 3022 68 48 2954 2931 2897 2874 2853 40 2813 2769 2749 2630 119 56 63 2602 99 47 52 2503 2469 2445 2420 42 2378
is_linear=0
shrinkage=0.1


Tree=8721
num_leaves=31
num_cat=0
split_feature=45 2 1429 156 11 0 156 156 97 10 0 12 9 33 2 9 0 0 12 4 13 159 4 16 1 3 1371 160 4 160
split_gain=2.90578e-10 1.96513e-09 4.34873e-10 6.29383e-10 3.82228e-10 1.33364e-09 6.65227e-10 3.24329e-10 3.23877e-10 5.9931e-10 3.02707e-09 1.42183e-09 1.07014e-09 4.59091e-10 1.855e-09 4.89187e-10 4.47399e-10 1.44681e-09 1.13774e-09 5.99336e-10 4.30054e-10 1.80404e-09 2.19835e-09 8.44628e-10 8.01041e-10 5.60156e-10 4.91403e-10 4.76159e-10 2.14548e-09 1.02091e-09
threshold=0.084355000000000013 0.10672500000000001 -0.23752499999999996 0.32523500000000005 0.097680000000000017 -0.033209999999999996 0.14540500000000003 0.12734000000000004 -0.086464999999999986 0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.088235000000000022 0.085305000000000006 -0.023999999999999997 -0.036024999999999995 0.12411500000000002 0.062580000000000011 0.091200000000000017 -0.50052499999999989 -0.17933499999999997 0.085240000000000024 -0.010384999999999998 0.013515000000000001 0.13288500000000003 0.13524500000000003 0.08976000000000002 -0.54913999999999985 -0.081609999999999988 -0.53908999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 8 -4 12 -11 -12 13 14 -10 -16 17 20 -18 -20 21 22 -17 -23 -24 26 27 28 -22 -29
right_child=1 -3 3 -5 5 -7 -8 -9 9 10 11 -13 -14 -15 15 16 18 -19 19 -21 25 23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=-4.6867454265964172e-07 1.0069451254679507e-06 -2.7274434425332101e-07 -3.8341625954982111e-07 5.5828402082624958e-07 1.7096861492299704e-07 -9.0641656797174624e-07 5.747100459529975e-07 -3.9555598659392539e-07 9.638427331992718e-07 1.2659690856832062e-06 3.1444782706557821e-07 -7.4396264050268324e-07 -6.3215732455790677e-07 -4.2621404719511702e-07 -4.4304401728823e-07 -1.4027944106942415e-06 -2.491572203666692e-07 -7.0810637116037793e-07 9.5392319565235095e-07 2.4235038894019077e-07 -4.0562995900472747e-07 5.6790942760575158e-07 1.9147349092918378e-07 -2.4335582387331147e-07 -6.2555427819331404e-07 4.5578608965765203e-07 -4.876857224189734e-07 -7.0829926585247454e-07 8.2251340262645866e-07 9.1398718785519214e-09
leaf_weight=20 20 30 22 20 27 20 20 21 20 22 30 22 27 25 25 20 30 29 20 29 25 33 28 21 21 28 20 20 33 2393
leaf_count=20 20 30 22 20 27 20 20 21 20 22 30 22 27 25 25 20 30 29 20 29 25 33 28 21 21 28 20 20 33 2393
internal_value=0 2.39131e-07 -3.89469e-09 -8.47948e-10 -4.53737e-09 -2.87493e-07 -8.0627e-11 -3.95911e-09 -1.16484e-09 1.71415e-09 2.8267e-07 -1.33341e-07 -5.58853e-09 4.10536e-10 4.2265e-09 -2.68965e-09 1.31357e-09 -5.62321e-09 2.35847e-07 5.32788e-07 2.08762e-09 -1.80494e-07 -5.19294e-07 2.52417e-07 -1.58681e-07 1.10029e-08 6.00329e-09 9.99916e-09 2.93141e-07 3.19342e-09
internal_weight=0 50 3071 3051 3031 47 2984 2964 2943 2921 74 52 2847 2820 2795 2775 2750 2671 79 49 2642 123 69 54 49 2519 2491 2471 58 2413
internal_count=3121 50 3071 3051 3031 47 2984 2964 2943 2921 74 52 2847 2820 2795 2775 2750 2671 79 49 2642 123 69 54 49 2519 2491 2471 58 2413
is_linear=0
shrinkage=0.1


Tree=8722
num_leaves=31
num_cat=0
split_feature=156 1429 1455 160 1455 482 160 482 484 43 482 0 1455 4 11 9 33 13 2 49 9 4 39 39 124 2 48 1366 0 1213
split_gain=3.18783e-10 5.17594e-10 3.0024e-10 8.12345e-10 4.26916e-10 3.92805e-10 1.74042e-09 6.3902e-10 3.4966e-09 1.22295e-09 1.21603e-09 5.54992e-10 4.43867e-10 4.46425e-10 4.91457e-10 5.72584e-10 1.47726e-09 8.55339e-10 3.88462e-10 7.292e-10 5.30043e-10 3.37469e-09 4.27275e-10 8.00399e-10 5.35342e-10 1.1497e-09 1.03065e-09 4.91212e-10 5.40751e-10 1.76857e-09
threshold=0.3248100000000001 -0.23166999999999996 -0.09534999999999999 -0.072114999999999985 -0.088874999999999982 0.10022500000000002 -0.065039999999999987 0.089745000000000005 0.090535000000000018 -0.077604999999999993 0.087870000000000018 -0.078904999999999989 -1.0000000180025095e-35 0.62931500000000018 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 -0.0062949999999999994 -0.045829999999999989 -1.0000000180025095e-35 -0.013509999999999999 0.053180000000000012 -0.020804999999999994 -0.082829999999999987 -0.085409999999999986 0.11215000000000001 0.086125000000000021 -0.082814999999999986 -0.086729999999999988 0.04198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 7 11 10 9 -9 12 -7 -6 14 -14 16 -16 -17 19 -18 21 -20 23 -22 25 26 -24 -26 29 -29
right_child=-2 2 4 -5 5 6 -8 8 -10 -11 -12 -13 13 -15 15 17 18 -19 20 -21 22 -23 24 -25 27 -27 -28 28 -30 -31
leaf_value=4.6535214070312735e-07 -3.7091322551334641e-07 5.5155952857015056e-07 -4.2559248664512481e-07 -1.4492446143087749e-07 -3.6526608937492711e-07 1.971681921899983e-07 8.9672858439371336e-07 7.9325262840072916e-07 -1.2219486049065591e-06 -2.8596755108250839e-07 7.4022446225089056e-07 -5.3888738392515735e-07 4.6221402558528457e-07 -4.4050549908423938e-07 7.537965529991198e-07 7.2867426260088345e-08 7.3317971072128795e-08 -8.4090165728412105e-07 9.3821181546819137e-07 -7.4425998271010489e-07 1.3157454744664985e-07 -5.4976693964666386e-07 3.5004049754616989e-07 -6.7826827499463716e-07 3.6372691121349429e-07 9.1170788792283013e-07 -5.2707887876056797e-07 -1.2091025827050299e-07 2.3245246148120793e-08 3.4378604200580644e-07
leaf_weight=24 23 34 24 33 34 21 25 21 26 21 22 20 23 23 26 21 24 20 35 20 23 27 37 26 35 20 21 819 1502 91
leaf_count=24 23 34 24 33 34 21 25 21 26 21 22 20 23 23 26 21 24 20 35 20 23 27 37 26 35 20 21 819 1502 91
internal_value=0 2.75802e-09 -8.53641e-10 2.08515e-07 -5.51866e-09 -2.13892e-09 2.39106e-07 -7.59732e-09 -3.10554e-07 2.53643e-07 -3.66344e-10 -1.61883e-07 -6.1297e-09 -1.75782e-09 1.88521e-09 -1.96902e-09 3.65075e-09 -3.72874e-07 -3.62679e-09 -2.98308e-07 1.29202e-09 2.90221e-07 -5.66742e-09 -2.98138e-07 8.24935e-12 2.5791e-07 3.24628e-08 -8.21257e-09 -1.36097e-08 -7.44406e-08
internal_weight=0 3098 3074 67 3007 2983 66 2917 68 42 2849 41 2827 2793 2770 2747 2706 41 2680 44 2636 62 2574 49 2525 78 58 2447 2412 910
internal_count=3121 3098 3074 67 3007 2983 66 2917 68 42 2849 41 2827 2793 2770 2747 2706 41 2680 44 2636 62 2574 49 2525 78 58 2447 2412 910
is_linear=0
shrinkage=0.1


Tree=8723
num_leaves=31
num_cat=0
split_feature=156 475 45 46 49 475 2 0 4 4 133 4 50 52 49 49 3 49 43 472 1429 1429 49 0 4 49 16 16 474 12
split_gain=2.58199e-10 4.46405e-10 3.48187e-10 2.7407e-10 2.85532e-10 1.03041e-09 2.15538e-09 1.03431e-09 1.26445e-09 1.47575e-09 1.76848e-09 1.39534e-09 1.91521e-09 2.53682e-09 1.00608e-09 7.29749e-10 1.13238e-09 1.01581e-09 1.58323e-09 8.63236e-10 9.41716e-10 1.05714e-09 6.61109e-10 5.88947e-10 5.82677e-10 5.80306e-10 5.79585e-10 2.10529e-09 2.06556e-09 1.16927e-09
threshold=0.3248100000000001 0.13528000000000004 0.10526500000000001 0.083550000000000013 0.09567500000000001 -0.085774999999999976 0.087625000000000022 -0.11242999999999999 0.10924000000000002 0.056795000000000005 0.089595000000000022 -0.011884999999999998 -0.099524999999999988 0.090645000000000017 0.092185000000000017 0.088930000000000009 -0.081459999999999991 0.08610000000000001 -0.08231999999999999 -0.085369999999999988 -0.080244999999999997 -0.026244999999999997 0.084945000000000007 -0.080689999999999984 0.00063500000000000004 0.11308500000000002 0.24134000000000003 0.19444000000000003 0.089265000000000011 0.099400000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 14 -6 -7 -8 9 11 -11 23 -13 -14 15 17 -17 19 -19 -1 -21 -22 26 -9 -16 -25 27 -23 29 -28
right_child=-2 -3 -4 -5 5 6 7 8 -10 10 -12 12 13 -15 24 16 -18 18 -20 20 21 22 -24 25 -26 -27 28 -29 -30 -31
leaf_value=-5.6230929180434972e-07 -3.3382191502270241e-07 4.6196412150883202e-07 3.5686451069607387e-07 -3.3357026308067363e-07 -7.1710263824797951e-07 7.2909568009918357e-07 2.3418264684839695e-07 4.4492640466595062e-07 -8.5999643538848945e-07 1.0294301251265314e-06 -1.1404040101955329e-07 2.6365395978614072e-07 -1.361419124709516e-06 -9.3686628693595362e-08 8.1575898815226347e-07 -9.3533244147519799e-07 2.887844708499776e-08 -2.9678344276362623e-07 8.0242365820475623e-07 5.2885896789187905e-07 -6.0124624124470981e-07 7.4880992622165527e-09 -5.6641464169615579e-07 1.9803488739237687e-07 9.4477324063561925e-08 -4.7207429345925383e-07 -8.7164080098123272e-08 -8.6519674482588024e-07 1.1394219421845266e-06 5.1040891012700162e-07
leaf_weight=27 23 21 27 25 24 33 65 23 27 21 38 21 38 27 24 21 29 20 38 34 29 2173 20 24 21 28 128 28 20 44
leaf_count=27 23 21 27 25 24 33 65 23 27 21 38 21 38 27 24 21 29 20 38 34 29 2173 20 24 21 28 128 28 20 44
internal_value=0 2.47223e-09 -6.63724e-10 -3.82873e-09 -1.10359e-09 -8.35298e-08 -3.94552e-08 -1.20744e-07 -2.14146e-07 -1.34883e-07 2.92958e-07 -2.91669e-07 -5.6659e-07 -8.34823e-07 1.03479e-08 2.26806e-09 -3.7609e-07 9.65498e-09 4.23387e-07 6.79104e-11 6.20046e-09 -1.07653e-09 6.13646e-09 2.35742e-08 4.79161e-07 -1.62793e-07 1.09217e-08 -3.61375e-09 1.77549e-07 6.57034e-08
internal_weight=0 3098 3077 3050 3025 369 345 312 247 220 59 161 86 65 2656 2611 50 2561 58 2503 2476 2442 2413 75 45 52 2393 2201 192 172
internal_count=3121 3098 3077 3050 3025 369 345 312 247 220 59 161 86 65 2656 2611 50 2561 58 2503 2476 2442 2413 75 45 52 2393 2201 192 172
is_linear=0
shrinkage=0.1


Tree=8724
num_leaves=31
num_cat=0
split_feature=34 97 10 9 9 9 1 15 9 45 0 51 14 2 1 1 15 3 0 52 151 16 1 457 1374 150 0 394 402 1213
split_gain=2.62397e-10 2.95041e-10 1.28645e-09 2.91386e-10 1.14297e-09 2.83616e-10 6.58877e-10 1.06535e-09 5.84937e-10 3.94349e-10 4.44895e-10 1.07465e-09 1.95963e-09 1.04303e-09 2.3106e-09 1.88445e-09 1.7474e-09 1.58659e-09 8.98866e-10 8.52798e-10 8.24128e-10 2.19593e-09 1.44047e-09 5.682e-10 6.05927e-10 7.25786e-10 4.18991e-10 1.61004e-09 1.7258e-09 1.74813e-09
threshold=-0.112215 -0.086464999999999986 0.11294000000000003 0.092235000000000011 0.085555000000000006 -0.085744999999999988 0.16540500000000002 -0.56020999999999987 -0.013509999999999999 0.094030000000000016 -0.14226499999999997 -0.10316499999999999 -1.0000000180025095e-35 0.10644500000000001 0.09697500000000002 0.10752500000000002 -0.07490999999999999 0.11924500000000002 -0.14051499999999997 -0.089199999999999988 -0.0096649999999999982 -0.095964999999999981 0.078340000000000007 -0.14249999999999999 0.093235000000000012 0.12558000000000002 -0.086729999999999988 -0.10421499999999999 -0.095989999999999978 0.04198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 -9 10 11 -10 -13 14 19 -15 17 -17 -12 -14 -21 22 -22 -20 25 26 27 -25 -29 -30
right_child=1 2 -4 -5 -6 6 -8 8 9 -11 18 12 13 15 -16 16 -18 -19 23 20 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-2.8948469031503568e-07 -3.6199549880483971e-07 -3.1364676339041487e-07 7.1993756063193355e-07 -2.7926281409873822e-07 6.9042858588848803e-07 -7.1299115125796005e-07 5.7263291694198418e-07 5.1551489160705051e-07 -4.9412412758337512e-07 -3.3570651859398434e-07 -5.972734221324152e-07 1.1209686344670901e-06 -4.3252761553379635e-07 1.0490029085628652e-06 -7.3127941592569347e-07 -5.2773413338238779e-09 -5.4048106424683543e-07 1.1371313698305131e-06 4.5001300632234404e-07 -1.4538283208649604e-07 6.0413549812081293e-07 1.0685519285402733e-06 -4.8594017088092824e-07 -7.3771391855968563e-07 -5.4609757420448226e-07 5.7871865697918457e-07 1.4958060834247428e-08 -9.343410319218038e-07 -7.4120258431189283e-08 4.2766721118731526e-07
leaf_weight=31 22 29 25 37 24 21 20 22 27 35 26 20 22 28 39 31 28 20 27 37 22 32 27 35 21 21 1719 21 573 79
leaf_count=31 22 29 25 37 24 21 20 22 27 35 26 20 22 28 39 31 28 20 27 37 22 32 27 35 21 21 1719 21 573 79
internal_value=0 2.90805e-09 5.5247e-09 -3.44612e-10 3.08851e-09 -2.4434e-09 6.1278e-10 -3.2878e-09 1.83025e-09 -2.08015e-09 2.00984e-09 1.10646e-07 1.64009e-07 9.70882e-08 -5.0561e-08 3.4409e-07 9.42476e-08 4.42726e-07 -1.23343e-08 1.39068e-07 2.45636e-07 4.2425e-07 3.48156e-09 -6.2412e-09 -1.12306e-08 -6.6423e-09 -1.17072e-08 -7.64496e-08 -4.206e-08 -1.33209e-08
internal_weight=0 3090 3068 3043 3006 2982 2953 2933 2912 2890 2855 333 306 286 179 107 79 51 2522 140 118 81 49 2496 2469 2448 2427 708 673 652
internal_count=3121 3090 3068 3043 3006 2982 2953 2933 2912 2890 2855 333 306 286 179 107 79 51 2522 140 118 81 49 2496 2469 2448 2427 708 673 652
is_linear=0
shrinkage=0.1


Tree=8725
num_leaves=31
num_cat=0
split_feature=45 46 474 160 483 49 49 0 13 15 151 1456 474 474 0 159 1445 1455 1447 1455 52 2 2 160 483 159 1455 16 3 1
split_gain=2.61843e-10 3.87602e-10 2.80361e-10 2.67135e-10 6.50109e-10 3.79723e-10 1.12638e-09 7.30097e-10 1.15739e-09 1.5123e-09 8.69211e-10 4.16241e-10 4.28379e-10 1.26669e-09 1.16071e-09 1.05387e-09 8.18406e-10 7.30311e-10 7.21119e-10 6.89157e-10 1.08906e-09 6.59775e-10 4.50602e-09 2.97207e-09 1.63405e-09 1.72144e-09 1.58751e-09 1.71842e-09 1.27089e-09 1.51588e-09
threshold=0.10331000000000001 0.083550000000000013 0.12103000000000001 0.62940000000000007 -0.47181499999999993 0.12011500000000001 0.12899500000000003 -0.050684999999999994 -0.069964999999999986 -0.13578499999999996 -0.37203999999999993 0.11510000000000002 0.090025000000000008 0.089070000000000024 -0.064754999999999993 0.11728000000000001 0.077530000000000016 -0.14432499999999995 -0.11565499999999999 0.078065000000000009 -0.53299999999999992 0.11510000000000002 0.113445 0.088405000000000011 0.10143000000000001 0.10713500000000002 0.10994000000000001 0.63636000000000015 0.10893000000000001 0.10727500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 11 -7 8 10 -10 -8 12 13 16 19 -16 17 -6 -19 20 -14 22 26 24 25 -23 27 28 -20 -30
right_child=-2 -3 -4 -5 5 6 7 -9 9 -11 -12 -13 14 -15 15 -17 -18 18 21 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=5.6807351995757931e-07 2.8458617653548405e-07 -4.3110023839398356e-07 3.556875937378705e-07 -3.6684965664335324e-07 5.0836087964477169e-07 -6.8482295034755225e-07 1.7262547498830827e-07 -4.6866577094105216e-07 -1.2630172991718965e-07 9.9728318764391578e-07 -6.7919748143753091e-07 3.8802232132135425e-07 7.4901551150625379e-07 8.0293980261103574e-07 -1.1381715032143803e-06 -1.1158756858975494e-07 -5.89808515596617e-07 6.0187435622083287e-07 -1.7001038923148115e-08 -5.0865321729144277e-07 -6.3409672936341413e-08 3.3219524309032761e-08 -1.1795942837676249e-06 1.2049674168679304e-06 -8.2540275741393993e-07 9.3869259523632107e-07 -7.9483814533887203e-07 9.068190095041202e-07 -5.7236633502282376e-08 8.1363297268163631e-07
leaf_weight=20 32 21 22 20 29 32 25 28 23 25 23 28 21 20 20 20 23 20 2103 22 77 241 33 24 20 23 25 21 39 41
leaf_count=20 32 21 22 20 29 32 25 28 23 25 23 28 21 20 20 20 23 20 2103 22 77 241 33 24 20 23 25 21 39 41
internal_value=0 -2.94402e-09 -1.33507e-11 -2.58243e-09 -1.74849e-10 -3.95561e-09 -1.5587e-07 -1.93662e-08 1.1168e-07 4.58899e-07 -2.3554e-07 4.35971e-09 5.52995e-10 1.01049e-08 -1.58367e-07 -6.2488e-07 4.10315e-09 9.31887e-09 3.73114e-09 -2.86325e-09 1.10681e-07 -9.23669e-10 -1.96202e-08 1.36386e-07 4.60837e-08 1.12105e-07 -2.44693e-09 6.54117e-09 -2.11931e-09 3.89084e-07
internal_weight=0 3089 3068 3046 3026 3006 156 124 96 48 48 2850 2822 2662 160 40 2642 2619 2590 120 98 2570 2262 308 284 264 2229 2204 2183 80
internal_count=3121 3089 3068 3046 3026 3006 156 124 96 48 48 2850 2822 2662 160 40 2642 2619 2590 120 98 2570 2262 308 284 264 2229 2204 2183 80
is_linear=0
shrinkage=0.1


Tree=8726
num_leaves=31
num_cat=0
split_feature=484 1452 484 484 484 158 12 2 46 1455 1456 43 1455 16 43 1456 1419 1428 48 52 48 48 47 15 47 3 48 457 50 50
split_gain=2.4223e-10 3.71666e-10 2.5249e-10 4.9449e-10 5.93685e-10 3.34881e-10 1.29527e-09 1.10896e-09 4.20739e-10 3.73806e-10 1.44158e-09 1.26561e-09 5.26303e-10 1.22008e-09 1.67406e-09 6.16081e-10 5.11555e-10 5.1358e-10 5.40274e-10 1.15752e-09 1.0076e-09 1.11003e-09 6.59774e-10 7.52813e-09 3.81838e-09 1.15394e-09 7.15178e-10 8.58896e-10 6.82239e-10 2.40716e-09
threshold=-0.52850499999999989 -0.073879999999999987 -0.48714499999999994 -0.24259999999999995 -0.22288999999999995 -0.073714999999999989 0.094375000000000014 0.085045000000000023 0.10123000000000001 0.090900000000000022 -0.081419999999999979 -0.077604999999999993 1.0000000180025095e-35 -0.026164999999999997 -0.084359999999999991 0.11510000000000002 0.099095000000000016 -0.071779999999999997 0.086035000000000014 0.31359500000000001 0.087555000000000008 0.088735000000000022 0.094160000000000008 -0.10469999999999999 0.087235000000000021 -0.055119999999999995 0.083685000000000009 0.083570000000000019 0.090630000000000016 0.089915000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6 9 12 -11 -12 15 -14 -15 16 17 -7 22 20 -20 -22 24 -24 26 -25 28 -28 29 -19
right_child=1 2 3 4 5 8 -8 -9 -10 10 11 -13 13 14 -16 -17 -18 18 19 -21 21 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-3.4690302015860656e-07 4.0272709710457692e-07 3.0954904472169943e-07 -3.7182922836523052e-07 3.9909915401310447e-07 -1.0478663010747947e-06 -4.2628287256921542e-07 2.5638133270178563e-07 -1.4182095550755287e-07 3.8114459269324693e-07 -3.0761160275922583e-07 1.1715289886637948e-06 1.042650109184251e-07 3.6724510165826856e-07 1.1968968962605687e-07 -9.8515073050364781e-07 5.2675448106821361e-07 -4.4600855281155073e-07 8.3395057119594321e-09 -5.5158140466310697e-07 -8.2017036653442567e-07 6.0644412656074567e-07 -5.7974058296193114e-08 1.686057393105297e-06 6.1395188227459808e-09 -1.1479739165614385e-06 -8.4191316832835767e-07 8.8898575649225328e-07 4.4343704283401963e-09 1.6486626238252014e-07 -1.0952218963211635e-06
leaf_weight=20 23 26 36 37 22 28 39 35 29 31 20 25 22 24 32 22 26 1687 38 21 27 366 28 68 28 21 21 23 276 20
leaf_count=20 23 26 36 37 22 28 39 35 29 31 20 25 22 24 32 22 26 1687 38 21 27 366 28 68 28 21 21 23 276 20
internal_value=0 2.2333e-09 -7.59344e-10 -3.40286e-09 9.948e-10 -3.94977e-09 -1.87687e-07 -4.91523e-07 2.16842e-09 -1.68242e-09 2.17122e-07 5.78605e-07 -7.66842e-09 -2.63755e-07 -5.11648e-07 -2.70368e-10 -4.59992e-09 -2.72387e-10 4.27346e-09 -9.51951e-08 -5.98715e-08 -1.2327e-08 2.49732e-08 2.55957e-07 1.18223e-08 -1.93963e-07 2.78432e-08 4.26607e-07 1.89952e-08 -4.59033e-09
internal_weight=0 3101 3078 3052 3016 2979 96 57 2883 2854 76 45 2778 78 56 2700 2678 2652 2624 452 431 393 2172 117 2055 89 2027 44 1983 1707
internal_count=3121 3101 3078 3052 3016 2979 96 57 2883 2854 76 45 2778 78 56 2700 2678 2652 2624 452 431 393 2172 117 2055 89 2027 44 1983 1707
is_linear=0
shrinkage=0.1


Tree=8727
num_leaves=31
num_cat=0
split_feature=448 1348 120 121 40 39 39 9 9 41 41 2 39 124 150 133 150 4 484 49 1371 3 160 42 13 12 15 150 151 46
split_gain=2.49132e-10 3.93269e-10 2.60047e-10 6.60558e-10 5.51196e-10 3.95867e-10 5.16786e-10 4.19169e-10 6.80754e-10 4.06899e-10 1.63511e-09 4.7319e-10 4.64438e-10 5.56912e-10 4.14171e-10 1.35355e-09 1.80616e-09 1.0689e-09 6.18346e-10 5.39044e-09 1.54159e-09 1.11404e-09 9.48771e-10 1.19514e-09 6.73973e-10 2.13423e-09 2.30993e-09 7.91871e-10 6.27524e-10 5.14532e-10
threshold=0.030280000000000001 0.093335000000000015 1.0000000180025095e-35 -0.082399999999999987 -0.24290999999999999 0.11365500000000002 0.10940500000000002 0.092890000000000014 0.088235000000000022 0.086565000000000017 0.090905000000000014 0.10497000000000002 0.10076500000000001 0.0049200000000000008 0.10921500000000002 0.09112000000000002 0.11259000000000001 0.033845000000000007 0.091180000000000011 0.11236 0.083235000000000017 -0.086869999999999989 -0.077609999999999985 0.086835000000000009 -0.15416999999999995 0.092655000000000015 -1.0000000180025095e-35 0.10545000000000002 0.10932500000000002 0.084955000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 8 9 12 -11 -12 13 14 18 16 -16 -18 20 21 24 -20 23 -23 25 26 -6 28 29 -26
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 10 11 -13 -14 -15 15 -17 17 -19 19 -21 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=5.2647661050286845e-07 -2.9173251148457551e-07 4.147026950941717e-07 -6.497879445262134e-07 1.1098427671640822e-07 -1.4343848165324368e-07 -2.6605761573509052e-07 4.9901932362401914e-07 3.2681875341157324e-07 -5.3359579676263518e-07 1.0066211488890531e-06 -2.9146432407253197e-07 2.7302320583439048e-07 -3.8394522334783691e-07 4.6906255806788975e-07 -1.1392499456777924e-06 5.6138619584089613e-07 2.7467871366735763e-07 -4.7563371386634874e-07 -5.2040649198456131e-07 1.6485149532482784e-06 -7.7584464634674957e-07 5.8807293003480615e-10 -3.5692956696346951e-07 7.5220644663097439e-07 -5.5968321984718598e-09 5.6416905999867601e-07 -1.2933232053455869e-06 6.3628627785305983e-07 5.6197423987214284e-07 4.5990553208715332e-07
leaf_weight=20 29 23 21 25 58 55 21 39 24 20 33 27 32 25 22 20 37 39 35 22 26 56 31 34 2233 25 25 20 20 24
leaf_count=20 29 23 21 25 58 55 21 39 24 20 33 27 32 25 22 20 37 39 35 22 26 56 31 34 2233 25 25 20 20 24
internal_value=0 2.73852e-09 -3.48865e-10 -2.36325e-07 3.2419e-09 -2.42843e-10 4.71639e-09 1.16997e-09 -3.22764e-09 1.21679e-09 2.23572e-07 -3.74449e-08 -5.17272e-09 -7.68389e-10 -5.0756e-09 -1.88325e-07 -3.41328e-07 -1.1035e-07 3.21242e-09 1.83125e-07 -9.96093e-09 -2.35326e-08 1.20191e-07 2.84533e-07 -1.68111e-09 -2.45817e-07 -4.89789e-07 9.79766e-09 4.2949e-09 -6.46874e-10
internal_weight=0 3092 3069 46 3023 3003 2948 2927 2888 2864 80 60 2784 2752 2727 118 98 76 2609 178 2431 156 121 90 2405 108 83 2297 2277 2257
internal_count=3121 3092 3069 46 3023 3003 2948 2927 2888 2864 80 60 2784 2752 2727 118 98 76 2609 178 2431 156 121 90 2405 108 83 2297 2277 2257
is_linear=0
shrinkage=0.1


Tree=8728
num_leaves=31
num_cat=0
split_feature=156 1428 1204 1185 393 142 11 34 13 147 150 49 448 150 150 34 10 9 10 4 2 4 160 4 49 13 12 2 49 151
split_gain=2.30072e-10 4.40601e-10 2.29484e-10 3.12701e-10 4.01833e-10 2.33832e-10 5.43241e-10 4.0125e-10 8.30533e-10 4.88849e-10 4.87318e-10 1.78897e-09 6.62311e-10 4.38821e-10 6.54418e-10 4.62917e-10 1.2316e-09 1.03206e-09 1.11051e-09 8.85143e-09 7.17212e-10 4.00452e-10 8.602e-10 5.59482e-10 3.58509e-10 9.93183e-10 1.34356e-09 1.18453e-09 8.20969e-10 9.63266e-10
threshold=0.3248100000000001 0.10668500000000002 0.053645000000000005 -0.10973499999999999 0.10856500000000001 -0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 0.099730000000000027 0.12640500000000002 -0.045154999999999994 1.0000000180025095e-35 0.11857000000000002 0.11259000000000001 -0.057544999999999992 -0.010699999999999999 0.091600000000000015 -0.0093599999999999985 0.053180000000000012 -0.055814999999999997 0.51303500000000013 -0.077609999999999985 0.50822500000000004 -0.10774499999999999 -0.078944999999999987 0.086915000000000006 0.09580000000000001 -0.088694999999999982 0.056735000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 8 -8 10 12 -12 13 14 15 16 -9 18 19 -17 -20 23 -23 24 25 26 -22 -27 -26 -30
right_child=-2 -3 -4 4 -6 6 7 9 -10 -11 11 -13 -14 -15 -16 17 -18 -19 20 -21 21 22 -24 -25 28 27 -28 -29 29 -31
leaf_value=-3.9751522649567052e-07 -3.1510256457809394e-07 4.7019053582175731e-07 2.7453184581342314e-07 3.1282801724886589e-07 3.3130497910526128e-07 -5.0232965675563306e-07 1.8170445292236599e-07 -2.1011158266178016e-07 -6.3309971782755707e-07 3.7828637489918255e-07 2.4542885636183853e-07 -9.1840198624026934e-07 5.1493914963884894e-07 -4.4692049812056216e-07 5.5757827456524132e-07 -4.9702861129535201e-07 8.48016732778557e-07 -5.1873005173337549e-07 -5.9207288028942237e-07 2.1267937449920283e-06 6.6346415692083503e-08 2.0491390928426605e-07 -5.8691927703795744e-07 5.1463158028820456e-07 -6.0595038437737543e-07 -7.158536515730486e-07 1.0692785611933108e-06 3.3413704985915419e-07 -1.2176572194536085e-08 6.1183878074189125e-07
leaf_weight=20 23 20 30 23 36 22 22 22 29 34 28 25 25 22 21 36 22 39 21 20 34 23 34 21 23 21 22 22 2356 25
leaf_count=20 23 20 30 23 36 22 22 22 29 34 28 25 25 22 21 36 22 39 21 20 34 23 34 21 23 21 22 22 2356 25
internal_value=0 2.34628e-09 -6.93639e-10 -3.40255e-09 -7.99429e-10 -4.79534e-09 -7.25588e-09 -3.56004e-09 -2.81616e-07 1.33665e-09 -3.14143e-09 -3.03548e-07 2.52661e-09 -2.07479e-09 1.46851e-09 -2.79209e-09 3.18953e-07 -8.04117e-09 -5.4799e-10 4.40051e-07 -1.00305e-08 -5.2948e-09 -2.67408e-07 6.2455e-10 -3.68793e-09 1.82808e-07 4.60355e-07 -1.78649e-07 -1.13681e-08 -5.62454e-09
internal_weight=0 3098 3078 3048 3028 2992 2969 2947 51 2896 2862 53 2809 2784 2762 2741 44 2697 2658 56 2602 2581 57 2524 2503 99 56 43 2404 2381
internal_count=3121 3098 3078 3048 3028 2992 2969 2947 51 2896 2862 53 2809 2784 2762 2741 44 2697 2658 56 2602 2581 57 2524 2503 99 56 43 2404 2381
is_linear=0
shrinkage=0.1


Tree=8729
num_leaves=31
num_cat=0
split_feature=12 42 448 0 44 1456 2 483 479 16 480 15 484 481 480 13 483 1419 0 12 16 16 12 475 475 475 156 3 151 160
split_gain=2.8206e-10 6.27912e-10 2.72616e-10 3.3773e-10 2.62334e-10 4.36761e-10 3.40206e-10 3.14534e-10 3.97047e-10 2.42277e-09 4.36019e-10 1.47019e-09 3.09043e-10 8.31127e-10 9.58717e-10 8.27413e-10 4.90374e-10 3.79117e-10 6.14844e-10 2.77709e-09 9.27255e-10 9.11926e-10 6.05177e-09 1.88092e-09 7.04532e-10 3.08581e-09 2.05589e-09 2.97625e-09 1.01336e-09 8.30067e-10
threshold=0.23631000000000002 0.18223500000000001 0.030280000000000001 -0.26343999999999995 0.084760000000000016 0.11772000000000001 0.31358000000000003 -0.47181499999999993 0.10061500000000002 -0.040964999999999994 -0.080264999999999989 -0.010414999999999999 -0.23687999999999995 -0.15265499999999996 0.10272000000000002 -0.080519999999999994 0.13622000000000004 0.099095000000000016 0.12445000000000002 0.091200000000000017 0.023255000000000001 0.63636000000000015 0.090695000000000012 0.10701500000000001 -0.086279999999999982 -0.085684999999999997 0.087610000000000007 -0.084964999999999985 -0.53100499999999984 0.10908000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 10 -10 11 -9 15 -14 16 -12 17 18 21 20 -20 23 -23 24 26 -26 27 -15 -27 -30
right_child=-2 -3 -4 4 -6 -7 -8 8 9 -11 12 -13 13 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 25 28 -28 -29 29 -31
leaf_value=3.3016041866616316e-07 -3.4889920727990737e-07 5.4754833843703857e-07 -3.0628383162115042e-07 3.8802509423129823e-07 2.6303513081031912e-07 -3.3733741658509714e-07 -4.0153301510837903e-07 -2.3122938917670885e-07 4.1741326413102801e-07 -9.3504970243008789e-07 -1.2552906926209611e-07 9.0051746481508014e-07 -5.9136144917223037e-07 -1.5066962355092528e-06 5.4382915770645468e-07 5.8879856088688336e-07 4.8652514422542487e-07 -3.7652027913281931e-07 1.9607578849445417e-07 8.8294662284683091e-07 -6.7412994616233855e-07 5.2463027507790813e-07 -1.7704262981510509e-06 9.1318092688394172e-07 1.2031153265265208e-06 -7.2328218777784062e-07 2.3873284791933454e-07 -1.2230973328283571e-07 -2.6556485692213378e-10 -4.4891373929902198e-07
leaf_weight=31 23 21 29 21 37 39 21 24 26 27 34 22 24 24 32 31 20 28 24 39 25 27 20 22 21 20 49 44 2274 42
leaf_count=31 23 21 29 21 37 39 21 24 26 27 34 22 24 24 32 31 20 28 24 39 25 27 20 22 21 20 49 44 2274 42
internal_value=0 2.59058e-09 -1.12867e-09 1.77471e-09 -1.59948e-09 -4.88522e-09 -4.76636e-10 2.40767e-09 -3.85691e-10 -2.71577e-07 4.66461e-09 3.10041e-07 -3.52286e-10 -5.47392e-09 -2.87161e-10 2.1515e-07 -6.7865e-09 -1.0497e-08 -6.60166e-09 2.53267e-07 -2.47907e-07 -1.55944e-08 -4.5199e-07 -7.37698e-09 -1.5563e-08 -3.67352e-09 -2.55081e-07 -6.10917e-07 -1.45222e-08 -8.40167e-09
internal_weight=0 3098 3077 3048 3017 2980 2941 2920 2899 53 2846 46 2800 2735 2711 65 2679 2659 2631 88 49 2543 47 2496 2474 2357 117 68 2336 2316
internal_count=3121 3098 3077 3048 3017 2980 2941 2920 2899 53 2846 46 2800 2735 2711 65 2679 2659 2631 88 49 2543 47 2496 2474 2357 117 68 2336 2316
is_linear=0
shrinkage=0.1


Tree=8730
num_leaves=31
num_cat=0
split_feature=130 39 12 142 52 4 45 3 1456 160 153 97 34 10 4 15 9 1 1451 1455 3 1 1 131 1 376 1184 13 16 13
split_gain=2.89016e-10 5.87607e-10 2.74346e-10 9.4922e-10 7.84305e-10 1.47424e-09 5.80557e-10 3.66432e-09 4.23459e-10 7.51254e-10 6.26617e-10 4.96525e-10 5.55525e-10 8.16912e-10 5.95992e-09 4.84374e-09 5.0214e-10 6.28312e-10 4.55994e-10 5.59731e-10 1.0941e-09 4.52653e-10 4.64515e-10 6.30531e-10 6.62207e-10 6.18852e-10 5.77436e-10 4.71788e-10 2.10473e-09 8.99294e-10
threshold=-0.23647499999999996 0.15438500000000002 0.12757000000000002 -0.057499999999999989 -1.0000000180025095e-35 0.022185000000000003 0.083445000000000005 0.10299500000000002 0.11510000000000002 -0.046074999999999991 1.0000000180025095e-35 -0.085969999999999977 -0.08786999999999999 -0.011559999999999999 0.053180000000000012 -0.26481999999999994 0.085555000000000006 0.11551000000000002 0.089825000000000002 -0.14432499999999995 -0.082794999999999994 0.14754500000000001 0.13927000000000003 0.13767000000000004 0.13471500000000003 0.088720000000000007 0.084515000000000021 -0.41572999999999993 1.0000000180025095e-35 -0.17933499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 8 -8 10 -10 11 -5 -13 14 -14 -16 18 -18 19 20 -15 22 23 24 25 26 27 28 -21 -29
right_child=1 -3 4 6 5 -7 7 -9 9 -11 -12 12 13 16 15 -17 17 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-3.7892276697704121e-07 6.4311355347597234e-07 4.9533399391066271e-07 2.9732070303949019e-07 -4.4023030159223712e-07 4.4661114121221805e-08 -1.0794521261914271e-06 -1.3763800718002984e-06 4.0948511523479453e-07 7.6262319154807306e-07 -8.4197735878371382e-08 -5.0961974385662263e-07 4.0332077950162271e-07 -1.3318014048240224e-06 8.4222969131469263e-07 -5.3487573150890894e-07 1.5929984435558709e-06 7.5989933009168457e-07 -2.3268435305518716e-08 -4.0274389037251614e-07 -2.0101422659735135e-07 -1.4418308615724776e-07 4.0420730376768333e-07 -3.9800740419901432e-07 -5.0568901102110429e-07 4.8441123573380101e-07 -4.9124857150673054e-07 -4.067416932770991e-07 -5.6601581761655057e-07 1.0873894976406346e-06 1.4380441235447575e-08
leaf_weight=20 23 24 22 25 28 20 20 27 20 22 24 35 33 23 23 20 20 21 27 32 22 28 29 24 29 25 33 27 21 2374
leaf_count=20 23 24 22 25 28 20 20 27 20 22 24 35 33 23 23 20 20 21 27 32 22 28 29 24 29 25 33 27 21 2374
internal_value=0 2.44309e-09 -1.40137e-09 3.15446e-09 -1.97107e-07 -4.23719e-07 -1.7782e-09 -3.50458e-07 3.80162e-09 3.1905e-07 -7.71934e-10 3.48176e-09 7.37944e-09 2.44954e-09 -3.20942e-07 4.54833e-07 1.14359e-08 3.58765e-07 6.14993e-09 1.02895e-08 3.59983e-07 4.28785e-09 -2.89324e-11 4.47063e-09 9.28914e-09 3.80405e-09 8.78045e-09 1.43682e-08 3.09485e-07 7.8537e-09
internal_weight=0 3101 3077 3007 70 48 2984 47 2937 42 2895 2871 2846 2811 76 43 2735 41 2694 2667 45 2622 2594 2565 2541 2512 2487 2454 53 2401
internal_count=3121 3101 3077 3007 70 48 2984 47 2937 42 2895 2871 2846 2811 76 43 2735 41 2694 2667 45 2622 2594 2565 2541 2512 2487 2454 53 2401
is_linear=0
shrinkage=0.1


Tree=8731
num_leaves=31
num_cat=0
split_feature=421 9 12 33 9 1 1 484 42 16 16 45 0 0 16 3 3 15 0 1213 15 4 43 15 15 0 403 4 43 1213
split_gain=2.94362e-10 5.76535e-10 7.00968e-10 5.88701e-10 7.10814e-10 4.02511e-10 1.69737e-09 1.39619e-09 2.60336e-09 1.07032e-09 9.29722e-10 6.08823e-10 3.63495e-10 1.59691e-09 3.51366e-09 1.0205e-09 1.66738e-09 2.47848e-09 7.73491e-10 2.74824e-09 1.1105e-08 1.10172e-08 4.22372e-09 1.76249e-09 2.44748e-09 1.47989e-09 3.28764e-09 2.88067e-09 3.01911e-09 2.84152e-09
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.015429999999999998 -0.009184999999999997 0.085555000000000006 0.13534000000000004 0.13707500000000003 0.090535000000000018 0.089390000000000011 -0.25582999999999995 -0.065999999999999989 0.094030000000000016 -0.093039999999999984 -0.095504999999999993 -0.101115 -0.079594999999999985 -0.085709999999999995 -0.043924999999999992 -0.086729999999999988 0.04198000000000001 0.08517000000000001 -0.081224999999999978 -0.0095349999999999983 0.083195000000000005 -0.0079099999999999986 -0.085544999999999982 -0.085729999999999987 -0.011884999999999998 -0.011694999999999999 -0.087529999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 11 -7 8 9 -8 -11 12 13 15 -15 16 -5 -18 19 20 23 -22 -21 24 -14 26 -20 28 -28 -30
right_child=1 2 -4 4 -6 6 7 -9 -10 10 -12 -13 18 14 -16 -17 17 -19 25 22 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-3.8240427116420508e-07 -4.5918507355833886e-07 -6.412568134061574e-08 7.269903387433867e-07 4.9898642678790996e-08 5.5526765179266759e-07 -1.0190989257807816e-06 -6.8868496789775695e-07 -7.8414442468567279e-07 9.4238801864321439e-07 5.5293247408864474e-07 -2.4208194993865331e-07 -4.8547132996645816e-07 4.8367321367458464e-09 1.6473519517745673e-06 -1.4194433544746842e-08 1.2085343558604809e-07 -1.6973259176756561e-07 -1.4500477326302124e-06 -5.0429629355920891e-07 1.5873924840935739e-06 -3.4602859420829192e-06 -2.1738053006133257e-07 -2.9525931932557096e-07 7.808314753674495e-07 -9.9980681574783776e-07 -7.6744405648982694e-09 1.8787468452501344e-06 -2.287664184581655e-07 1.3207235295453757e-06 -3.64956679277384e-07
leaf_weight=20 28 21 24 149 23 20 27 21 28 24 38 25 238 20 35 418 54 21 33 22 20 22 26 25 27 1621 25 26 20 20
leaf_count=20 28 21 24 149 23 20 27 21 28 24 38 25 238 20 35 418 54 21 33 22 20 22 26 25 27 1621 25 26 20 20
internal_value=0 2.4725e-09 3.57803e-07 -2.75978e-09 1.46079e-09 -2.77799e-09 -1.58135e-07 -3.3358e-08 1.01399e-07 -1.63182e-07 6.56656e-08 5.84387e-09 1.01964e-08 7.28627e-08 5.90004e-07 2.85593e-08 -1.43668e-07 -5.28221e-07 -1.03581e-08 -1.39645e-07 -2.419e-07 -1.76162e-06 5.67623e-07 -2.18029e-08 -9.75232e-08 1.7796e-08 3.50761e-07 6.60836e-07 1.01668e-06 4.77883e-07
internal_weight=0 3101 45 3056 3028 3005 158 138 117 89 62 2847 2822 697 55 642 224 75 2125 380 332 42 48 290 265 1745 124 91 65 40
internal_count=3121 3101 45 3056 3028 3005 158 138 117 89 62 2847 2822 697 55 642 224 75 2125 380 332 42 48 290 265 1745 124 91 65 40
is_linear=0
shrinkage=0.1


Tree=8732
num_leaves=31
num_cat=0
split_feature=12 130 376 43 34 34 97 9 2 2 16 159 49 49 160 2 49 151 2 3 49 49 48 3 16 1375 150 147 151 156
split_gain=2.68784e-10 5.56216e-10 2.96973e-10 4.92742e-10 3.87714e-10 4.37232e-10 2.38756e-09 9.59174e-10 2.35957e-09 1.08618e-09 2.91313e-09 4.978e-10 3.8812e-10 9.96861e-10 1.07717e-09 1.15364e-09 1.79255e-09 1.14595e-09 1.29853e-09 1.12899e-09 5.40519e-10 1.61983e-09 9.68679e-10 1.50355e-09 1.55803e-09 7.44034e-10 7.80928e-10 1.61689e-09 3.86122e-10 1.85397e-09
threshold=0.23631000000000002 -0.22461999999999996 -1.0000000180025095e-35 -0.083134999999999987 -0.112215 -0.057544999999999992 -0.079444999999999988 0.091600000000000015 -0.18970999999999996 -1.0000000180025095e-35 -0.056919999999999991 0.078675000000000009 -0.079429999999999987 -0.081604999999999997 0.098320000000000005 0.095040000000000013 -0.10069499999999999 0.08357500000000001 0.11870500000000002 -0.082094999999999987 -0.050619999999999991 -0.045154999999999994 0.091475000000000015 0.095270000000000007 -0.0094449999999999968 -0.22860499999999997 0.12820000000000001 0.093875000000000014 -0.085134999999999975 0.087610000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 11 9 -9 10 -7 -6 13 14 15 16 19 18 -17 -11 22 -22 23 24 -14 -23 27 28 29 -27
right_child=-2 2 4 -5 5 7 -8 8 -10 12 -12 -13 20 -15 -16 17 -18 -19 -20 -21 21 25 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.54420787445155e-07 -3.4059437463996721e-07 -5.7282988166207369e-07 -3.7418669949547455e-07 3.063482267862128e-09 -4.6617497955026009e-07 -3.0614408032029729e-07 1.0642799495030886e-06 1.9001800484375055e-07 -1.2672427675219922e-06 -2.819448607915831e-07 1.2854455324328309e-06 1.7846069887948192e-07 7.1269925645841193e-07 7.5195960255808571e-07 7.2865164362329304e-07 9.7006099763504994e-07 -8.0638053678260776e-07 -2.8946037295440875e-07 -7.7333386574451887e-08 6.4863805536416212e-07 7.6873254952429482e-07 -5.7614762837325233e-07 -7.9257143757634682e-07 -6.806307249226289e-07 -4.2675632698774281e-07 1.8245209914970802e-08 5.8839061125581801e-07 -8.6349701511132728e-07 -1.3588642376866354e-08 9.9883512182879559e-07
leaf_weight=27 23 24 27 39 25 23 24 25 20 32 23 23 30 23 21 29 37 25 20 22 27 23 24 26 20 156 22 22 2237 22
leaf_count=27 23 24 27 39 25 23 24 25 20 32 23 23 30 23 21 29 37 25 20 22 27 23 24 26 20 156 22 22 2237 22
internal_value=0 2.52422e-09 -1.44882e-09 -2.16324e-07 3.05157e-09 6.46835e-09 2.49902e-07 4.4318e-10 -4.57653e-07 7.64093e-09 4.89651e-07 -1.57287e-07 -2.27224e-10 1.30895e-07 5.40968e-08 -3.17557e-08 -2.70201e-07 2.61467e-07 5.42553e-07 9.71815e-08 -1.07311e-08 -1.64413e-09 -2.38723e-07 -6.3823e-08 2.56917e-07 -1.00245e-08 -4.72936e-09 -1.00838e-08 -2.30939e-09 1.39442e-07
internal_weight=0 3098 3071 63 3008 2981 72 2909 45 2864 46 48 2818 209 186 165 91 74 49 54 2609 2509 100 76 50 2482 2459 2437 2415 178
internal_count=3121 3098 3071 63 3008 2981 72 2909 45 2864 46 48 2818 209 186 165 91 74 49 54 2609 2509 100 76 50 2482 2459 2437 2415 178
is_linear=0
shrinkage=0.1


Tree=8733
num_leaves=31
num_cat=0
split_feature=130 12 1429 1420 11 12 155 157 11 475 155 475 475 156 156 156 156 156 2 13 157 16 16 15 16 13 43 3 1 160
split_gain=2.94739e-10 5.88891e-10 2.6191e-10 5.7748e-10 3.95947e-10 1.64487e-09 3.73027e-09 1.45011e-09 1.20427e-09 7.72999e-10 5.80573e-10 4.35488e-10 6.82894e-10 3.68296e-10 6.16754e-10 2.16869e-09 1.65912e-09 1.46053e-09 1.42007e-09 5.16771e-10 4.58269e-10 5.11505e-10 2.08977e-09 8.10336e-10 1.48888e-09 6.74497e-10 9.02971e-10 1.98136e-09 1.50445e-09 6.28509e-10
threshold=-0.23647499999999996 0.23631000000000002 0.12521000000000002 -0.086589999999999986 0.088215000000000002 0.10149500000000002 0.12509500000000004 -0.49695999999999996 0.099410000000000012 -0.47599999999999992 0.13131500000000004 -0.10664 -0.091889999999999986 0.11850000000000001 0.09747500000000002 0.093155000000000002 0.091255000000000017 0.089950000000000016 0.093680000000000013 -0.086134999999999975 0.083595000000000017 0.15891500000000003 0.22339500000000004 -0.0040799999999999994 0.38525000000000004 -0.074519999999999989 -0.095589999999999994 -0.078084999999999988 0.11588000000000001 0.081905000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 -5 -7 -9 11 -11 -13 14 15 16 17 20 -16 -20 21 29 -23 25 -25 -24 -27 -28 -29 -14
right_child=1 -3 -4 4 5 8 -8 9 -10 10 -12 12 13 -15 18 -17 -18 -19 19 -21 -22 22 23 24 -26 26 27 28 -30 -31
leaf_value=-3.8265808427695447e-07 -5.2616872521650203e-07 5.1800259583956174e-07 3.5948166100752137e-07 -7.6505109154823014e-07 -1.4960213192694028e-07 -7.4400732936065541e-07 1.5772098470731326e-06 -6.1973167788664804e-07 2.3256512804437079e-07 -3.6099443079251614e-07 5.1585630764996249e-07 5.8665471343033464e-07 3.3386782810905751e-08 -3.542801787967494e-07 7.6133072635034944e-07 -1.0173824561223097e-06 8.8817876888112685e-07 -8.1558385263943751e-07 -4.0976123181696063e-07 1.7991994538880093e-07 3.6203816404979859e-07 -8.0953499934530087e-07 1.9594274669123897e-07 -1.5188596717052862e-07 1.0056943894554139e-06 2.267509614739538e-07 -1.0578308635444955e-06 -4.65940232439332e-07 4.6607359261793917e-07 -1.1981283465564932e-07
leaf_weight=20 21 22 20 25 29 23 22 20 28 33 22 20 2008 29 35 21 21 22 23 42 35 39 52 25 20 33 30 43 29 309
leaf_count=20 21 22 20 25 29 23 22 20 28 33 22 20 2008 29 35 21 21 22 23 42 35 39 52 25 20 33 30 43 29 309
internal_value=0 2.4653e-09 -1.2183e-09 -3.57659e-09 3.57997e-11 1.93724e-07 5.95297e-07 -6.69314e-09 -2.0785e-07 -1.80272e-10 4.1058e-09 1.81604e-10 4.38429e-09 2.48844e-10 3.93788e-09 -5.13727e-09 2.83616e-09 -4.19303e-09 2.47787e-07 -2.87365e-08 2.61239e-09 -2.24847e-09 -1.32242e-07 -1.83865e-08 3.62594e-07 -1.10066e-07 -2.27937e-07 -3.75041e-07 -9.05458e-08 1.29558e-08
internal_weight=0 3101 3079 3059 3038 102 51 2936 51 2911 2891 2869 2836 2816 2787 2687 2666 2645 100 65 2623 2588 271 232 45 187 135 102 72 2317
internal_count=3121 3101 3079 3059 3038 102 51 2936 51 2911 2891 2869 2836 2816 2787 2687 2666 2645 100 65 2623 2588 271 232 45 187 135 102 72 2317
is_linear=0
shrinkage=0.1


Tree=8734
num_leaves=31
num_cat=0
split_feature=12 130 156 472 1429 156 12 47 47 47 34 34 97 11 159 10 43 3 41 402 12 129 52 4 3 128 1210 43 132 43
split_gain=2.91066e-10 5.10499e-10 2.75786e-10 3.78864e-10 3.12733e-10 3.5952e-10 6.02319e-10 3.15173e-10 2.55036e-09 1.22355e-09 3.56567e-10 4.53552e-10 2.50942e-09 6.33236e-10 6.09906e-10 6.06667e-10 1.49455e-09 5.01098e-10 1.077e-09 9.85756e-10 1.2843e-09 1.06827e-09 2.47635e-09 9.51475e-10 8.85712e-10 2.55587e-09 1.7634e-09 1.28521e-09 7.14213e-10 7.06272e-09
threshold=0.23631000000000002 -0.22461999999999996 0.3248100000000001 -0.097514999999999977 0.12387000000000002 -0.093169999999999989 0.087995000000000004 0.092165000000000011 0.09585500000000001 0.088915000000000008 -0.10561499999999999 -0.057544999999999992 -0.079444999999999988 -1.0000000180025095e-35 0.078675000000000009 -0.0093599999999999985 -1.0000000180025095e-35 -0.096099999999999977 0.088520000000000015 0.086535000000000015 0.085565000000000016 0.085885000000000017 -1.0000000180025095e-35 -0.50940999999999981 -0.092174999999999993 0.089035000000000017 -0.40154499999999999 -0.095049999999999982 -0.083284999999999984 -0.011694999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 9 -9 10 -7 12 14 -13 -12 16 -15 19 23 21 -21 -17 -23 -19 25 27 -26 -25 29 -28
right_child=-2 2 -4 4 -6 7 -8 8 -10 -11 11 13 -14 15 -16 17 -18 18 -20 20 -22 22 -24 24 26 -27 28 -29 -30 -31
leaf_value=4.3556505581229304e-07 -3.5441930776869415e-07 4.3524232715697055e-07 -3.4614478453398121e-07 -8.6851453521116391e-08 -3.7708766946955378e-07 -3.6050325509980518e-07 6.7053693398190178e-07 -1.0662956053693052e-06 -1.4347069527136644e-08 6.2314608468838632e-07 -5.4411765837531205e-07 -5.3603708636273952e-07 1.1964555223187291e-06 -1.7762985617782061e-07 2.0127358692187285e-07 9.5388507671950939e-08 9.1670011765169566e-07 -6.6962672866049457e-07 -6.6324107130810725e-07 -9.3449166740811049e-07 1.0714680950607952e-07 -1.5597930826061203e-07 1.3988156132156637e-06 -4.4366845212674958e-07 8.7457234757414923e-07 -1.3133115089658533e-06 1.5731615667391455e-06 5.7357704848903317e-07 -2.3574237580516028e-08 -1.5130293165879139e-07
leaf_weight=27 23 20 23 21 22 27 21 25 295 32 21 22 20 26 23 293 24 22 26 20 29 20 21 27 23 20 30 23 1781 114
leaf_count=27 23 20 23 21 22 27 21 25 295 32 21 22 20 26 23 293 24 22 26 20 29 20 21 27 23 20 30 23 1781 114
internal_value=0 2.63802e-09 -1.16824e-09 1.43493e-09 -1.43038e-09 1.31894e-09 2.91843e-07 -2.79779e-09 -9.65305e-08 8.54657e-09 1.01702e-09 4.79305e-09 2.67686e-07 -1.88096e-09 -1.54481e-07 2.8215e-09 3.47649e-07 -4.21866e-09 -2.36947e-08 1.0084e-07 -3.18012e-07 1.62289e-07 6.40379e-07 -1.55436e-08 -8.41291e-09 -3.579e-07 4.14567e-09 2.42645e-08 -6.25424e-09 2.07961e-07
internal_weight=0 3098 3071 3048 3028 3006 42 2964 320 2644 2612 2585 64 2521 44 2499 50 2449 2066 383 49 334 41 2040 2018 70 1948 50 1925 144
internal_count=3121 3098 3071 3048 3028 3006 42 2964 320 2644 2612 2585 64 2521 44 2499 50 2449 2066 383 49 334 41 2040 2018 70 1948 50 1925 144
is_linear=0
shrinkage=0.1


Tree=8735
num_leaves=31
num_cat=0
split_feature=130 12 132 1185 1203 1177 130 129 1184 2 2 4 16 133 3 1 124 3 97 42 15 4 39 10 2 4 3 2 51 13
split_gain=3.00422e-10 3.95961e-10 2.64557e-10 1.5933e-09 8.74179e-10 3.3036e-10 4.60649e-10 4.14044e-10 9.30436e-10 2.97076e-10 6.06338e-10 4.65574e-10 3.77101e-10 5.10051e-10 3.67988e-10 2.96758e-10 6.40382e-10 6.07227e-10 6.11254e-10 1.27879e-09 7.99272e-10 4.91591e-10 4.62294e-10 1.5571e-09 5.10648e-10 4.92894e-10 6.05746e-10 1.98877e-09 2.71108e-09 7.11424e-10
threshold=-0.22699999999999995 0.23631000000000002 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.083384999999999973 0.12884500000000002 -0.077709999999999987 0.088135000000000019 0.11585500000000001 0.10188000000000001 0.010840000000000001 -0.073404999999999984 -0.14717499999999997 -0.087129999999999985 0.12656000000000003 0.0049200000000000008 -0.068334999999999993 -0.049229999999999996 0.093775000000000011 -0.43375999999999998 0.50822500000000004 -1.0000000180025095e-35 0.053330000000000009 -0.080614999999999978 0.41816000000000003 0.10893000000000001 0.10644500000000001 0.012085000000000002 -0.16152999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 9 -5 7 -7 15 10 11 12 13 -2 -15 21 17 -17 -19 20 -20 22 -9 24 -24 26 29 -28 -29 -26
right_child=1 -3 3 5 -6 6 -8 8 -10 -11 -12 -13 -14 14 -16 16 -18 18 19 -21 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-3.3850218234586186e-07 4.2618157774244463e-07 4.4635463453346347e-07 8.7597141947255655e-07 3.711434971502096e-07 -6.3847529669184653e-07 -3.6718645191058386e-07 -4.3768045507874833e-07 4.1674166769001678e-07 6.8592267076894587e-07 2.9811346090961404e-07 -5.8085526182778618e-07 3.9653698138408803e-07 -3.8052989710379852e-07 -3.896432435246017e-07 7.3507501207630078e-08 -4.7968040701499408e-07 -6.3317955793639248e-07 -4.4700253317842002e-07 -4.4869239127288481e-07 6.4989717447616617e-07 1.0341959205659477e-07 3.2837894868483395e-07 3.7762429635400576e-07 -7.6905914036401027e-07 -5.8107497950675769e-07 -3.7477260155369281e-07 -3.8593341540327235e-07 1.2076069059262272e-06 -1.0587320389277011e-07 3.7237061864762651e-09
leaf_weight=26 23 20 21 24 27 30 24 27 20 24 21 24 32 29 42 29 21 25 37 32 90 48 37 26 21 34 32 33 30 2212
leaf_count=26 23 20 21 24 27 30 24 27 20 24 21 24 32 29 42 29 21 25 37 32 90 48 37 26 21 34 32 33 30 2212
internal_value=0 2.84465e-09 -3.997e-11 8.14209e-09 -1.05191e-07 1.70692e-09 -1.45066e-09 2.30994e-09 6.33496e-09 -3.13511e-08 -7.75918e-08 -7.13488e-09 -8.40248e-08 1.69132e-08 -1.15667e-07 1.36358e-09 -1.06324e-07 -5.438e-08 1.2651e-08 8.49236e-08 -5.74319e-08 1.14431e-08 5.2388e-09 6.57121e-10 8.99919e-09 3.22479e-09 8.74537e-09 2.56052e-07 5.8214e-07 -1.77597e-09
internal_weight=0 3095 3075 2853 222 2832 2808 2784 2754 195 171 150 126 94 71 2734 234 213 184 159 127 2500 2452 2425 2399 2362 2328 95 63 2233
internal_count=3121 3095 3075 2853 222 2832 2808 2784 2754 195 171 150 126 94 71 2734 234 213 184 159 127 2500 2452 2425 2399 2362 2328 95 63 2233
is_linear=0
shrinkage=0.1


Tree=8736
num_leaves=31
num_cat=0
split_feature=12 130 10 51 10 10 0 45 11 1 1 1 376 9 1184 3 16 1 15 156 16 1 1 1 1446 12 49 0 1 1
split_gain=2.89345e-10 4.56644e-10 2.68308e-10 1.14134e-09 1.09798e-09 1.22662e-09 5.63761e-10 4.96142e-10 2.69354e-09 4.97684e-10 9.61161e-10 9.60494e-10 5.02397e-10 6.21537e-10 4.85357e-10 4.44391e-10 1.239e-09 2.64823e-09 1.39935e-09 1.16542e-09 6.29211e-10 5.47817e-10 2.34853e-09 1.46157e-09 1.03791e-09 7.59289e-10 6.96244e-10 6.87812e-10 1.26426e-09 6.55728e-10
threshold=0.23631000000000002 -0.22461999999999996 -0.086389999999999981 0.087305000000000008 -0.013164999999999998 -0.0091199999999999979 -0.098289999999999975 0.094030000000000016 -1.0000000180025095e-35 0.13686500000000004 0.13968000000000003 0.13471500000000003 0.092115000000000016 -0.013509999999999999 0.084515000000000021 0.11658 1.0000000180025095e-35 0.10727500000000002 -0.083359999999999976 0.3248100000000001 0.6352000000000001 0.10293500000000001 0.10171500000000001 0.10612500000000001 -0.088809999999999986 0.086565000000000017 1.0000000180025095e-35 -0.098289999999999975 0.10920500000000001 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -4 -6 -3 8 -7 11 -11 12 13 -10 15 19 17 -17 -19 20 21 22 24 25 -15 -23 27 28 -25 -26
right_child=-2 2 4 -5 5 7 -8 -9 9 10 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 23 -24 26 29 -27 -28 -29 -30 -31
leaf_value=4.1207933560582649e-07 -3.5337553976719593e-07 -1.5267812631947209e-08 7.2430811618081252e-07 4.0463245860021e-07 -6.9883534456494088e-07 1.1656627683809261e-06 -6.8436625167912692e-07 -3.6437346453668499e-07 4.94000666260665e-07 -7.4211155816072964e-07 -2.868595543905327e-08 6.6694335084155851e-07 -4.7239317847346352e-07 -7.1114807479233385e-07 -3.8441622063345449e-07 -8.3448787348869594e-07 6.8645937590064127e-07 2.0514101896859449e-08 1.0407987781491103e-06 -7.2628315269763668e-07 4.3198928096899185e-07 -9.7627263519174139e-07 1.0685119902865109e-06 8.943149967540384e-07 2.9955984736386729e-08 -2.5839058974032897e-07 -4.6756372313438987e-07 -7.3474340557390232e-08 -2.3749138193807088e-08 -1.6048547899070277e-07
leaf_weight=27 23 20 21 23 25 20 34 36 26 26 69 22 22 20 32 27 36 41 20 22 34 26 21 24 1977 34 30 144 40 199
leaf_count=27 23 20 21 23 25 20 34 36 26 26 69 22 22 20 32 27 36 41 20 22 34 26 21 24 1977 34 30 144 40 199
internal_value=0 2.62455e-09 -9.7535e-10 -1.85289e-07 3.76485e-09 -1.32476e-09 -4.36552e-07 4.59036e-09 9.15172e-09 1.15372e-09 -2.23939e-07 8.799e-09 3.58128e-09 7.38492e-09 2.74539e-09 7.34248e-09 1.92245e-07 -9.93317e-09 3.55034e-07 -1.57543e-09 4.67941e-09 -1.09735e-09 1.60136e-08 -1.28396e-07 5.94873e-09 -5.69473e-07 -1.72001e-08 4.77562e-08 3.20525e-07 1.25397e-08
internal_weight=0 3098 3071 77 2994 2973 54 2948 2912 2892 95 2797 2775 2753 2727 2695 124 88 61 2571 2549 2515 2217 298 2196 60 238 208 64 2176
internal_count=3121 3098 3071 77 2994 2973 54 2948 2912 2892 95 2797 2775 2753 2727 2695 124 88 61 2571 2549 2515 2217 298 2196 60 238 208 64 2176
is_linear=0
shrinkage=0.1


Tree=8737
num_leaves=31
num_cat=0
split_feature=130 12 1429 474 1420 11 1348 448 148 151 52 43 151 151 151 151 13 124 0 151 151 43 43 97 34 151 47 47 0 47
split_gain=3.02311e-10 5.47241e-10 2.5957e-10 6.59852e-10 7.95306e-10 2.45298e-10 2.4507e-10 5.32385e-10 5.34406e-10 4.44948e-10 1.85277e-09 2.64213e-09 4.92353e-10 4.50678e-10 1.00324e-09 6.67807e-10 1.75127e-09 4.04142e-10 7.25721e-10 7.14604e-10 1.2782e-09 8.19831e-10 1.25643e-09 5.02833e-10 1.15434e-09 5.22709e-10 3.86546e-10 4.37075e-09 2.61967e-09 7.68605e-09
threshold=-0.23647499999999996 0.23631000000000002 0.12521000000000002 -0.26322499999999993 1.0000000180025095e-35 -0.072629999999999986 0.095915000000000014 0.056825000000000007 -0.095079999999999984 -0.27559499999999998 -0.026204999999999996 -0.081944999999999976 -0.16239999999999996 -0.14575499999999997 -0.10142999999999999 -0.089309999999999987 -0.0044799999999999987 -0.087984999999999994 -0.09595999999999999 -0.085684999999999997 -0.085134999999999975 -0.086304999999999979 -0.081779999999999978 -0.084639999999999979 -0.08786999999999999 -0.083919999999999981 0.094160000000000008 0.090100000000000013 -0.10151999999999999 0.10670500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 -7 10 -10 -12 -11 -14 -15 16 -16 18 -17 21 -21 -19 -23 -22 -25 -26 27 -27 29 -28
right_child=1 -3 -4 4 -6 6 -8 -9 9 12 11 -13 13 14 15 17 -18 19 -20 20 23 22 -24 24 25 26 28 -29 -30 -31
leaf_value=-3.8752926116103478e-07 -4.7007284062298522e-07 4.9948149710003655e-07 3.5804316453891263e-07 -3.4372691559491661e-07 6.0029664103405431e-07 -4.9288171651537289e-07 -3.3328261601830247e-07 5.0343120446563087e-07 8.785249380797009e-07 -4.7543794827540551e-07 6.3064638391452385e-07 -9.9481752954488904e-07 3.8499906407215203e-07 -6.7729638288938085e-07 1.0782487284188845e-06 6.7600400726064442e-07 -1.8876625299905453e-07 1.841328342033237e-07 -5.1437660952835533e-08 7.741887670709686e-07 -4.8518351673268716e-07 -1.165820430628628e-06 -1.1156367087586171e-07 6.335077417572523e-07 -4.4974900674787933e-07 -4.1070059914549391e-09 2.2842828394686875e-06 -1.2396311133941175e-06 -8.3515726865912455e-08 -1.2690093113540057e-07
leaf_weight=20 30 22 20 21 22 22 22 21 28 22 20 20 30 22 20 24 24 21 32 21 22 20 26 28 27 2257 20 29 169 39
leaf_count=20 30 22 20 21 22 22 22 21 28 22 20 20 30 22 20 24 24 21 32 21 22 20 26 28 27 2257 20 29 169 39
internal_value=0 2.50949e-09 -1.04146e-09 -3.38919e-09 1.23297e-09 -3.14994e-09 -7.54722e-10 1.71343e-09 -1.86661e-09 1.83155e-09 2.54636e-07 -1.82086e-07 -4.19394e-09 -5.31854e-10 -4.66107e-09 6.63861e-10 3.8715e-07 -5.55383e-09 2.60323e-07 -1.11115e-08 -2.83979e-09 -3.33586e-07 -5.69936e-07 -9.13759e-09 -5.0609e-09 -1.20975e-08 -7.39716e-09 -1.97808e-08 1.16765e-07 6.90449e-07
internal_weight=0 3101 3079 3059 3029 3007 2986 2964 2943 2921 68 40 2853 2831 2801 2779 44 2735 56 2679 2612 67 46 2591 2569 2541 2514 2286 228 59
internal_count=3121 3101 3079 3059 3029 3007 2986 2964 2943 2921 68 40 2853 2831 2801 2779 44 2735 56 2679 2612 67 46 2591 2569 2541 2514 2286 228 59
is_linear=0
shrinkage=0.1


Tree=8738
num_leaves=31
num_cat=0
split_feature=12 15 159 142 11 33 34 2 0 15 4 124 4 147 147 150 44 0 1 1 43 15 50 2 0 51 12 2 1428 0
split_gain=3.0723e-10 4.42156e-10 8.86353e-10 3.80258e-10 6.55905e-10 6.53981e-10 5.40727e-10 5.39668e-10 3.56003e-09 7.96791e-10 4.46701e-10 8.38129e-10 5.64226e-10 4.01357e-10 5.46865e-10 3.56604e-10 4.02061e-10 9.60015e-10 3.98981e-10 1.0111e-09 8.55223e-10 1.02494e-09 3.66876e-10 1.91323e-09 2.26834e-09 4.26293e-10 8.64982e-10 1.50191e-09 5.61625e-10 5.36211e-10
threshold=0.23631000000000002 -0.5556049999999999 0.10569000000000002 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 -0.112215 -0.0050599999999999994 -0.09515499999999999 -0.094549999999999981 0.50996500000000011 -1.0000000180025095e-35 0.50500500000000004 0.099230000000000013 0.093875000000000014 -0.15178999999999995 0.099360000000000018 -0.23811499999999999 0.11751000000000002 0.11588000000000001 -0.065269999999999981 -0.067579999999999987 -0.16990499999999997 0.10981000000000002 -0.068189999999999987 -0.17083999999999996 0.10463500000000002 0.10060500000000001 -0.020064999999999996 0.12411500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -7 8 -8 -10 12 -12 13 14 15 -9 17 -17 19 22 21 -20 23 -19 -25 26 27 -24 -27 -30
right_child=-2 3 -4 4 5 6 7 10 9 -11 11 -13 -14 -15 -16 16 -18 18 20 -21 -22 -23 25 24 -26 28 -28 -29 29 -31
leaf_value=-9.2268919379042335e-08 -3.6412966264636095e-07 4.0324654165764831e-07 8.0911360782920378e-07 -4.8665517279492375e-07 -5.5650370346224269e-07 -5.1471051916607284e-07 1.395950947521588e-06 4.0078684070915023e-07 -3.979699185495035e-07 2.0204657378286586e-07 2.1834407155958097e-07 -5.8076430337093501e-07 4.5907110406746885e-07 3.6977645487517183e-07 -5.0077465736173761e-07 5.8295965337557784e-07 -3.8042375517680482e-07 -9.4851633676285023e-07 -9.3623527628578276e-08 5.7100752419427738e-07 4.7126375526737813e-08 -9.2768464270420743e-07 -1.1441018656910274e-07 9.4149920471409132e-07 -5.2997303534787286e-07 -4.4289782689455438e-07 -3.45711530480046e-07 8.2114828900729836e-07 -9.4495924591191304e-09 2.494711729211183e-07
leaf_weight=24 23 23 20 28 21 20 21 22 38 53 21 35 27 29 22 28 28 24 34 31 78 26 32 20 22 29 21 37 2201 83
leaf_count=24 23 23 20 28 21 20 21 22 38 53 21 35 27 29 22 28 28 24 34 31 78 26 32 20 22 29 21 37 2201 83
internal_value=0 2.70798e-09 3.1745e-07 -1.82662e-09 -4.90041e-09 -4.08528e-10 3.50763e-09 7.00674e-09 2.22327e-07 -4.85098e-08 -1.45495e-09 -2.81099e-07 4.14994e-09 -2.89121e-10 -4.20873e-09 -1.86478e-10 -3.46094e-09 4.98155e-10 -5.68415e-09 3.45294e-09 -1.71211e-07 -4.5505e-07 -3.6731e-09 -2.3627e-07 1.70728e-07 2.71533e-09 2.16238e-07 3.87266e-07 -5.59295e-09 -4.04753e-11
internal_weight=0 3098 44 3054 3031 3003 2982 2962 112 91 2850 56 2794 2767 2738 2716 2694 2666 2638 2500 138 60 2469 66 42 2403 90 69 2313 2284
internal_count=3121 3098 44 3054 3031 3003 2982 2962 112 91 2850 56 2794 2767 2738 2716 2694 2666 2638 2500 138 60 2469 66 42 2403 90 69 2313 2284
is_linear=0
shrinkage=0.1


Tree=8739
num_leaves=31
num_cat=0
split_feature=448 1348 120 121 33 40 148 376 43 151 42 42 1429 133 150 456 49 457 1 4 1426 475 52 52 13 2 51 3 0 16
split_gain=2.61659e-10 3.77493e-10 3.0383e-10 6.00302e-10 5.04706e-10 4.38413e-10 3.88006e-10 3.67813e-10 6.05646e-10 4.20171e-10 1.48762e-09 3.06004e-09 2.68976e-09 2.40021e-09 2.01156e-09 1.24226e-09 1.13646e-09 6.56728e-10 5.81725e-10 4.89636e-10 4.41253e-10 1.77973e-09 5.04449e-10 2.74568e-09 1.88558e-09 8.99854e-10 2.58962e-09 1.9429e-09 1.82168e-09 1.00285e-09
threshold=0.068920000000000023 0.093335000000000015 1.0000000180025095e-35 -0.082399999999999987 -0.044254999999999996 -0.24290999999999999 -0.098399999999999974 -1.0000000180025095e-35 -0.083134999999999987 -0.085134999999999975 0.083715000000000026 0.083995000000000014 0.083715000000000026 0.08784500000000002 0.08926000000000002 0.086080000000000004 -0.054319999999999993 0.08597500000000001 0.10658000000000002 -0.0083799999999999986 -0.068029999999999993 -0.079449999999999979 -0.19683499999999995 -0.23375999999999997 0.10002500000000002 0.10613000000000002 -0.11063499999999998 -0.094874999999999987 -0.061629999999999997 0.55700000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -7 8 -8 10 14 -12 13 16 15 17 -13 18 19 -9 21 -11 23 24 25 29 27 -27 -29 -22
right_child=-2 -3 3 -5 5 6 7 9 -10 20 11 12 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=4.916565639437717e-07 -3.6054110850614053e-07 3.9738576305126119e-07 -6.4998221949692723e-07 7.5261633583068041e-08 4.6634534953682307e-07 -4.423953394905311e-07 -6.6300952477666386e-07 1.5851038658151346e-07 -6.8177622726859855e-09 -9.7475810527860389e-07 1.3158315099375344e-06 6.3752707168356955e-07 -7.824091767361097e-07 1.3537071262703649e-06 -1.0302553755536793e-06 -5.5743070565593093e-07 -2.8487529202520285e-07 7.0185620043875221e-07 5.0373378299313616e-07 -4.8026190922558137e-07 -1.0724552126362143e-08 2.2715243496967173e-07 -1.8204596910735926e-08 1.1941936921030819e-06 6.8356377774319137e-07 8.1088035130960634e-07 -1.091877232221154e-06 -1.0029617452677156e-06 1.8686091992446652e-07 7.3405136306735675e-07
leaf_weight=21 20 24 21 25 20 20 22 28 39 22 27 22 25 20 20 26 34 22 22 21 130 28 2276 22 39 22 29 22 31 21
leaf_count=21 20 24 21 25 20 20 22 28 39 22 27 22 25 20 20 26 34 22 22 21 130 28 2276 22 39 22 29 22 31 21
internal_value=0 2.32701e-09 -7.54376e-10 -2.55828e-07 3.11675e-09 -2.91667e-10 -3.41298e-09 -4.56875e-10 -2.43477e-07 4.63911e-09 1.2419e-07 3.70166e-07 1.17364e-07 4.13342e-07 -1.0232e-07 5.36351e-08 7.74971e-08 2.24471e-07 7.65484e-08 -1.15249e-07 -7.44265e-09 -3.01688e-07 -1.76662e-09 1.16628e-07 3.59943e-08 -6.30457e-08 -2.89399e-07 2.0892e-08 -3.07028e-07 9.28536e-08
internal_weight=0 3101 3077 46 3031 3010 2990 2970 61 2909 267 128 101 76 139 119 56 93 71 49 2642 50 2592 316 294 255 104 75 53 151
internal_count=3121 3101 3077 46 3031 3010 2990 2970 61 2909 267 128 101 76 139 119 56 93 71 49 2642 50 2592 316 294 255 104 75 53 151
is_linear=0
shrinkage=0.1


Tree=8740
num_leaves=31
num_cat=0
split_feature=1348 448 447 448 2 2 2 480 1209 2 2 3 3 2 13 2 2 2 3 2 13 2 13 2 2 16 130 130 130 1209
split_gain=2.60023e-10 4.89686e-10 4.45341e-10 3.69762e-10 3.16047e-10 5.75769e-09 2.71954e-09 2.6171e-09 1.10114e-09 9.23113e-10 3.0252e-09 2.1416e-09 1.49798e-09 1.20297e-09 3.27068e-09 1.70565e-09 3.05388e-09 8.83955e-10 3.2068e-09 2.08244e-09 2.57194e-09 9.75469e-10 8.81433e-10 1.21275e-09 8.75524e-10 8.69818e-10 8.28544e-10 1.18968e-09 8.38734e-10 1.08073e-09
threshold=0.095915000000000014 0.056825000000000007 0.09227500000000001 -0.087679999999999994 0.093175000000000022 0.092755000000000018 0.093680000000000013 0.11144000000000001 0.11386000000000002 0.091055000000000011 0.091265000000000013 -0.072894999999999988 -0.082594999999999988 0.090425000000000019 -0.068269999999999983 0.090050000000000005 0.089725000000000013 0.096325000000000008 -0.068334999999999993 0.097220000000000015 -0.064619999999999983 0.097605000000000011 -0.084319999999999992 0.094400000000000026 0.089320000000000024 -0.050529999999999999 0.10797500000000002 0.091705000000000023 0.089120000000000019 -0.090889999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -6 9 17 13 -11 12 -12 15 -15 16 24 18 22 20 -19 -21 -8 -24 26 -25 27 28 29 -5
right_child=-2 -3 -4 4 6 -7 8 -9 -10 10 11 -13 -14 14 -16 -17 -18 19 -20 21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=4.3121699832227024e-07 -3.4258604841852502e-07 4.8367526527418454e-07 -4.1297463308882681e-07 6.2249134800665697e-07 -9.8143195591167873e-07 1.7124927268241664e-06 -5.8339907468507593e-07 -1.1033198856715725e-06 7.0074458313857106e-07 1.4102939735494147e-06 2.1633104389488714e-07 8.239672898416419e-07 -6.9042086157164058e-07 -1.4760996833729223e-06 1.5406214604052337e-07 7.6269914615068048e-07 -9.6554350079713926e-07 1.5106370375406188e-06 -1.2233225749217323e-06 -7.2088062381681088e-07 -5.6217857100839621e-08 -1.4783472303116066e-08 8.2747644594149969e-07 -4.7885268254314428e-07 5.654618223224102e-07 3.5800862712636923e-07 -5.6012810409811207e-07 6.7818789525454637e-07 -5.7793259114665334e-07 6.123344837200617e-09
leaf_weight=20 22 21 26 29 30 20 20 21 21 20 38 27 35 20 32 30 32 20 28 20 22 900 20 27 29 23 25 27 24 1492
leaf_count=20 22 21 26 29 30 20 20 21 21 20 38 27 35 20 32 30 32 20 28 20 22 900 20 27 29 23 25 27 24 1492
internal_value=0 2.42287e-09 -8.60526e-10 2.65028e-09 -1.76682e-10 2.47263e-08 -4.2034e-08 6.7809e-09 -1.64373e-08 1.93143e-08 2.87574e-07 6.30297e-08 -2.18413e-07 8.13643e-10 -4.72923e-07 1.54074e-08 1.88587e-09 -3.03825e-08 -2.88698e-07 1.30271e-09 6.89904e-07 -3.01334e-08 2.0747e-09 1.69353e-07 2.09251e-08 -9.38965e-08 1.10368e-08 2.01202e-08 8.62e-09 1.78753e-08
internal_weight=0 3099 3078 3052 3032 1901 1131 1881 1101 1860 120 100 73 1740 52 1688 1658 1080 118 962 42 920 90 70 1626 50 1597 1572 1545 1521
internal_count=3121 3099 3078 3052 3032 1901 1131 1881 1101 1860 120 100 73 1740 52 1688 1658 1080 118 962 42 920 90 70 1626 50 1597 1572 1545 1521
is_linear=0
shrinkage=0.1


Tree=8741
num_leaves=31
num_cat=0
split_feature=448 1348 12 130 39 124 40 40 40 40 10 16 10 9 45 31 2 12 40 1 1 1447 160 1 151 151 480 0 401 12
split_gain=2.67566e-10 3.59563e-10 2.65944e-10 4.46976e-10 3.05481e-10 5.849e-10 4.59473e-10 4.09885e-10 5.123e-10 4.79293e-10 3.66062e-10 5.14765e-09 5.21368e-09 7.55329e-10 4.67787e-10 4.72792e-10 5.54163e-10 4.43355e-10 1.10213e-09 4.35715e-10 4.88817e-09 1.77262e-09 1.37536e-09 1.66704e-09 1.13913e-09 1.65735e-09 8.47579e-10 1.34536e-09 7.97277e-10 8.71946e-10
threshold=0.068920000000000023 0.093335000000000015 0.23631000000000002 -0.22461999999999996 0.11365500000000002 0.10634000000000002 -0.09083999999999999 -0.085734999999999992 -0.083564999999999987 -0.082239999999999994 -0.011239999999999998 -0.056919999999999991 -0.094984999999999986 0.087755000000000014 0.094030000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092390000000000014 0.093100000000000002 0.059120000000000013 -0.43215499999999996 0.094220000000000012 0.084990000000000024 1.0000000180025095e-35 0.10344000000000002 -0.079829999999999998 0.091040000000000024 0.086345000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 -9 -10 11 12 -11 14 15 -12 -17 18 -18 21 -21 26 -22 -24 25 28 -19 -28 29 -25
right_child=-2 -3 -4 4 -6 -7 7 8 9 10 13 -13 -14 -15 -16 16 17 19 -20 20 22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=4.0696487925768251e-07 -3.6459190894788662e-07 3.8791149267562259e-07 -3.3942546257717171e-07 -3.9709449585392707e-07 -2.3310904192655866e-07 5.4160489298737963e-07 4.4312516712081905e-07 -4.1136361285036102e-07 4.4904130955814028e-07 1.7486100508297871e-08 -4.5692761031804453e-07 9.928773566798554e-07 -1.9365088932814118e-06 4.4345973297146347e-07 -3.7985061247525213e-07 4.6797440805225789e-07 1.7454112821724266e-08 1.403828256043751e-08 6.2753700284737049e-07 -1.5455811339134845e-06 6.9979859563318311e-07 7.2102691319742016e-07 -8.3986245617604899e-07 -2.4989804688156668e-07 -7.0385399766337295e-07 9.0752143989902832e-07 -9.2392617796122066e-07 9.4122555293762609e-08 5.9279660852951115e-07 5.465170146468416e-08
leaf_weight=27 20 24 23 29 56 20 21 30 24 36 22 25 22 39 32 26 123 1850 39 22 25 35 26 146 23 20 25 27 20 264
leaf_count=27 20 24 23 29 56 20 21 30 24 36 22 25 22 39 32 26 123 1850 39 22 25 35 26 146 23 20 25 27 20 264
internal_value=0 2.34928e-09 -6.58033e-10 1.89326e-09 -1.71987e-09 2.64156e-09 -1.01119e-09 2.91982e-09 -2.66775e-10 4.02891e-09 2.77486e-10 -2.06648e-07 -7.23684e-07 6.49123e-09 2.37371e-10 4.75383e-09 8.55652e-09 4.0405e-09 1.64326e-07 -6.4171e-09 -8.53179e-08 1.58234e-08 -2.40092e-08 -6.02721e-08 -1.74193e-08 1.76651e-08 2.84647e-09 -3.95324e-07 -2.37236e-08 -5.37977e-08
internal_weight=0 3101 3077 3054 3027 2971 2951 2922 2901 2871 2847 83 58 2764 2725 2693 2671 2645 162 2483 546 1937 524 499 473 450 1902 52 430 410
internal_count=3121 3101 3077 3054 3027 2971 2951 2922 2901 2871 2847 83 58 2764 2725 2693 2671 2645 162 2483 546 1937 524 499 473 450 1902 52 430 410
is_linear=0
shrinkage=0.1


Tree=8742
num_leaves=31
num_cat=0
split_feature=130 12 1348 448 483 158 16 43 1447 1455 15 1455 160 12 4 1 484 160 160 43 43 43 51 160 12 12 43 2 1429 151
split_gain=3.06931e-10 5.58614e-10 2.54958e-10 4.59664e-10 3.80636e-10 3.6284e-10 8.32994e-10 1.44139e-09 5.86254e-10 4.87516e-10 2.63869e-09 1.16228e-09 4.30706e-10 1.47694e-09 2.50881e-09 7.87561e-10 4.43826e-10 4.3989e-10 4.82377e-10 4.70453e-10 3.73895e-09 2.12852e-09 1.11751e-09 1.96837e-09 1.32709e-09 3.37143e-09 1.49842e-09 1.33333e-09 4.20327e-09 3.75881e-09
threshold=-0.23647499999999996 0.23631000000000002 0.095915000000000014 0.056825000000000007 -0.47522499999999995 0.11651000000000002 -0.013024999999999998 -0.011694999999999999 0.090670000000000014 -0.097209999999999977 0.088495000000000018 -0.089344999999999994 0.10908000000000002 0.089625000000000024 0.033845000000000007 0.092945000000000014 -0.22288999999999995 0.10455000000000002 0.096860000000000016 -0.077824999999999991 -0.077044999999999988 -0.078469999999999984 0.045645000000000005 0.050340000000000003 0.085325000000000012 0.08493500000000001 -0.079734999999999986 0.087545000000000026 0.083715000000000026 -0.14326499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 7 -7 9 10 -6 -11 16 14 15 -14 -13 18 19 21 -21 22 24 -24 25 27 -26 28 -18 -29
right_child=1 -3 -4 -5 5 6 -8 -9 -10 11 -12 12 13 -15 -16 -17 17 -19 -20 20 -22 -23 23 -25 26 -27 -28 29 -30 -31
leaf_value=-3.9049149663128452e-07 -4.0712053681130308e-07 5.0462616369176518e-07 -3.4027905558337519e-07 4.6761482298593588e-07 2.8031624913527403e-07 1.1048659134852793e-06 -1.2276758350428562e-07 -6.6780873588695188e-08 -5.0741425144698715e-07 6.9815472869549922e-07 -1.1149820647050468e-06 3.9633982165186946e-07 -3.6111347940394086e-07 3.689841736719369e-07 -1.3954802247440056e-06 4.1071504256251509e-07 -5.8098955953822969e-08 4.04631270645984e-07 -3.6461429857581608e-07 -1.3528934097112575e-06 -1.0345212710103451e-08 9.9154623759053132e-07 1.4308569048429196e-07 1.2140009948780061e-06 1.4962539772102134e-07 -1.3917470444842671e-06 -6.6394363974116761e-07 1.3409915605742321e-06 -1.5011272044063163e-06 -7.9991796063027821e-08
leaf_weight=20 23 22 22 21 33 21 39 21 23 24 23 29 39 33 20 20 127 27 36 21 1701 24 121 20 399 21 24 22 24 121
leaf_count=20 23 22 22 21 33 21 39 21 23 24 23 29 39 33 20 20 127 27 36 21 1701 24 121 20 399 21 24 22 24 121
internal_value=0 2.51664e-09 -1.07102e-09 1.37012e-09 -1.85489e-09 1.23874e-09 2.10023e-07 5.19043e-07 -4.52917e-09 -5.53108e-10 -2.92753e-07 5.18232e-09 -6.96554e-10 -1.92877e-07 -4.27579e-07 -9.94767e-08 7.22551e-09 3.02747e-09 -1.04743e-09 3.93863e-09 -2.67178e-08 6.23996e-08 3.70305e-08 2.94989e-07 -1.22542e-08 -1.67649e-07 1.03465e-07 -8.02137e-08 -2.87454e-07 1.38621e-07
internal_weight=0 3101 3079 3057 3036 3013 81 42 2932 2909 56 2853 2829 112 79 59 2717 2688 2661 2625 1722 903 879 141 738 315 423 294 151 143
internal_count=3121 3101 3079 3057 3036 3013 81 42 2932 2909 56 2853 2829 112 79 59 2717 2688 2661 2625 1722 903 879 141 738 315 423 294 151 143
is_linear=0
shrinkage=0.1


Tree=8743
num_leaves=31
num_cat=0
split_feature=12 15 4 12 142 1 11 33 13 34 9 483 160 2 150 1375 13 2 51 0 15 160 160 159 376 48 151 15 48 3
split_gain=2.87179e-10 4.12157e-10 7.5873e-10 3.03406e-10 1.19935e-09 1.13951e-09 7.01199e-10 6.42555e-10 3.5422e-10 3.16388e-10 4.19965e-10 3.10045e-10 5.49825e-10 1.51003e-09 2.25625e-09 3.08288e-09 1.67404e-09 1.70503e-09 6.70427e-10 1.07429e-09 1.04274e-09 5.09152e-10 2.30647e-09 1.41421e-09 2.11305e-09 2.33796e-09 5.76701e-10 1.86348e-09 2.68949e-09 1.28077e-09
threshold=0.23631000000000002 -0.5556049999999999 0.62931500000000018 0.12757000000000002 -0.057499999999999989 0.11669000000000002 -1.0000000180025095e-35 -0.009184999999999997 0.066795000000000007 -0.10561499999999999 0.088235000000000022 -0.47181499999999993 0.089640000000000011 0.11411 0.090480000000000019 0.083830000000000002 0.0015850000000000003 0.10381000000000001 -0.014565 -0.092759999999999995 -0.011389999999999999 0.062030000000000009 0.081905000000000019 0.083870000000000014 0.082945000000000019 0.085485000000000019 0.015440000000000001 -0.026084999999999994 0.094925000000000023 -0.085384999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 8 -6 -8 -5 -9 11 -11 21 14 15 16 17 18 -14 -20 -21 26 -23 24 25 -24 -13 28 -28 -29
right_child=-2 3 -4 5 6 -7 7 9 -10 10 -12 12 13 -15 -16 -17 -18 -19 19 20 -22 22 23 -25 -26 -27 27 29 -30 -31
leaf_value=-1.0876795086418993e-07 -3.520537138411862e-07 7.3864880686290817e-07 7.2174670474499758e-07 -2.0084336256331882e-07 -5.0049398266440089e-07 -8.2347135427577687e-07 -5.488553602801749e-07 -3.8046237347901173e-07 3.4293663910157985e-07 3.3012840841083433e-07 3.4851381592994181e-07 -4.4715618748570144e-09 3.9175474640273935e-07 -8.6077463302777132e-07 8.0197291567771944e-07 -1.3182601176844227e-06 5.7207143002971054e-07 -8.6119099061458364e-07 3.7743103100332031e-07 -9.3055170479735761e-08 -9.8116365137457257e-07 1.0711106879170986e-06 -1.4419565366097231e-06 7.3873884190334146e-07 4.6084757510188551e-07 -3.8328784932253681e-09 1.4396643777558895e-06 4.6566255662128242e-07 -7.3599084979160462e-08 -5.4848430579568237e-07
leaf_weight=22 23 22 22 25 28 21 21 21 23 29 36 2353 30 26 27 21 36 30 26 39 20 25 20 20 29 26 24 20 23 33
leaf_count=22 23 22 22 25 28 21 21 21 23 29 36 2353 30 26 27 21 36 30 26 39 20 25 20 20 29 26 24 20 23 33
internal_value=0 2.61175e-09 3.06489e-07 -1.76632e-09 3.02583e-09 -2.09079e-07 -2.4361e-09 2.31539e-09 5.97179e-08 6.28745e-09 9.09483e-09 4.81794e-09 1.48201e-09 -1.38581e-07 -5.65848e-08 -1.71343e-07 -3.82748e-08 -1.89809e-07 -1.46659e-08 -1.58108e-07 -3.94109e-07 1.53631e-08 2.16486e-07 -8.41504e-09 -2.07656e-07 -6.29104e-07 5.52419e-09 2.40724e-07 6.99131e-07 -1.65787e-07
internal_weight=0 3098 44 3054 2985 69 2963 2935 48 2914 2893 2857 2828 255 229 202 181 145 115 85 59 2573 120 95 75 46 2453 100 47 53
internal_count=3121 3098 44 3054 2985 69 2963 2935 48 2914 2893 2857 2828 255 229 202 181 145 115 85 59 2573 120 95 75 46 2453 100 47 53
is_linear=0
shrinkage=0.1


Tree=8744
num_leaves=31
num_cat=0
split_feature=421 9 2 9 147 147 34 11 2 40 120 447 132 1203 393 50 131 394 1186 1176 1 9 15 47 13 2 1 1 13 483
split_gain=2.84361e-10 4.86098e-10 8.63552e-10 6.53341e-10 3.76683e-10 5.82975e-10 4.51493e-10 9.7313e-10 7.39865e-10 3.89759e-10 7.06253e-10 4.27601e-10 2.59821e-10 7.39383e-09 4.19655e-09 1.1271e-09 3.83033e-10 3.63675e-10 3.85397e-10 1.51012e-09 3.25275e-10 4.19819e-10 3.46259e-09 3.44546e-10 7.30253e-10 8.46851e-10 3.9373e-10 5.01641e-09 9.49032e-09 1.28999e-09
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 0.088235000000000022 0.097985000000000017 0.092070000000000013 -0.08786999999999999 -1.0000000180025095e-35 -0.080614999999999978 -0.24290999999999999 0.088020000000000015 0.089095000000000021 -0.083284999999999984 0.089480000000000018 0.12679500000000002 0.097510000000000013 -0.076979999999999979 -0.12099999999999998 0.090275000000000008 1.0000000180025095e-35 0.14627000000000004 -1.0000000180025095e-35 -0.10203999999999998 0.11939500000000002 -0.074044999999999986 0.11704500000000001 0.092390000000000014 0.094220000000000012 -0.081029999999999977 -0.021199999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 -8 -9 -10 11 12 13 15 17 16 -11 -14 19 20 21 22 -19 26 -25 -26 -23 28 -28 -29
right_child=1 2 -4 -5 -6 -7 7 8 9 10 -12 -13 14 -15 -16 -17 -18 18 -20 -21 -22 23 -24 24 25 -27 27 29 -30 -31
leaf_value=-3.7586110195775297e-07 4.1631975143183392e-07 -6.3122191704678703e-08 8.1846544730979076e-07 -4.9211811112096866e-07 -3.1088113054148668e-07 4.3735896005889503e-07 -6.8052829051555911e-07 5.4432213505606348e-07 -4.4195685688919184e-07 3.1582061465527542e-07 5.3021810253994776e-07 -3.7916110822303993e-07 3.2309711221906975e-07 1.9360849540817072e-06 -1.4511960188201557e-06 -7.956949310994333e-07 -7.3171568303315745e-08 1.1332950337488842e-06 3.8924557054542674e-07 -8.3020985305831183e-07 -2.7073445800050823e-07 1.6972089245216329e-08 -4.097652816278352e-07 -2.2099943572584381e-07 8.8154265861940883e-07 3.2395569130964462e-08 -2.7227814422303707e-06 -6.0307134559010479e-07 -4.3495475519870153e-08 6.2512391174607279e-08
leaf_weight=20 26 25 20 27 38 31 21 25 20 31 25 30 35 20 20 20 138 26 25 22 43 1758 33 25 23 24 20 31 39 480
leaf_count=20 26 25 20 27 38 31 21 25 20 31 25 30 35 20 20 20 138 26 25 22 43 1758 33 25 23 24 20 31 39 480
internal_value=0 2.42134e-09 3.28695e-07 -2.38308e-09 1.98234e-09 5.9572e-09 1.43914e-09 -2.23737e-09 2.65247e-09 -2.0365e-09 1.03128e-09 -3.62213e-09 3.82902e-10 1.07658e-07 -8.22713e-09 -8.58261e-08 -1.81797e-09 2.94136e-09 -1.45466e-09 -5.32452e-09 1.92867e-09 6.69667e-09 2.70227e-07 2.18211e-10 2.15667e-07 4.47936e-07 -6.44514e-09 -7.86688e-08 -9.51728e-07 2.21345e-08
internal_weight=0 3101 45 3056 3029 2991 2960 2934 2913 2888 2868 2843 2813 209 2604 189 169 2584 2549 2524 2502 2459 59 2400 72 47 2328 570 59 511
internal_count=3121 3101 45 3056 3029 2991 2960 2934 2913 2888 2868 2843 2813 209 2604 189 169 2584 2549 2524 2502 2459 59 2400 72 47 2328 570 59 511
is_linear=0
shrinkage=0.1


Tree=8745
num_leaves=31
num_cat=0
split_feature=475 1420 2 155 12 156 475 475 156 475 160 133 42 15 4 480 157 51 51 157 156 1429 4 12 2 50 51 15 51 51
split_gain=2.74957e-10 1.0074e-09 6.38597e-10 5.67715e-10 1.58993e-09 7.98684e-10 4.23384e-10 6.28685e-10 3.2208e-10 4.92741e-10 3.36598e-10 2.70977e-09 3.81328e-09 5.82335e-09 1.28829e-09 6.95104e-10 4.49984e-10 5.40576e-10 2.85877e-09 1.94677e-09 9.58417e-10 1.99945e-09 1.71927e-09 9.42769e-10 1.37137e-09 1.34868e-09 7.34067e-10 5.70485e-10 5.53629e-10 5.99343e-10
threshold=-0.24482499999999999 1.0000000180025095e-35 0.10613000000000002 0.11562500000000002 0.096395000000000022 -0.14734999999999998 -0.10664 -0.089569999999999997 0.11850000000000001 0.055635000000000011 -0.52439499999999983 0.090445000000000011 0.090545000000000014 0.098485000000000017 -0.081609999999999988 0.11303500000000001 0.10977500000000003 -0.085734999999999992 -0.085164999999999977 -0.085154999999999995 0.09747500000000002 -0.026244999999999997 -0.15764999999999998 0.089625000000000024 0.10882500000000002 -0.47248999999999991 -0.23823499999999997 -0.065449999999999994 -0.083574999999999997 -0.079189999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 -2 -7 -8 9 10 11 12 13 14 -9 16 17 19 -19 -12 21 -21 -23 24 26 -25 -24 -27 -20 -30
right_child=1 -3 -4 4 -6 6 7 8 -10 -11 15 -13 -14 -15 -16 -17 -18 18 28 20 -22 22 23 25 -26 27 -28 -29 29 -31
leaf_value=1.6013718975401666e-07 6.3412189007294731e-07 6.7808113819658258e-07 -5.5100349243275566e-07 -9.1257164500646584e-07 2.643577080231229e-07 -4.0972575197884e-07 5.2431907661180645e-07 -3.7221985630472216e-07 -3.5794606878880587e-07 3.3462859182587967e-07 1.0110570886097222e-06 1.1643056429281016e-06 1.1306713174365412e-06 -1.8096736973965173e-06 5.8950960199884626e-07 -5.146316897042669e-07 -4.2702762164026355e-07 -1.1779881552748911e-06 4.2076832016846312e-07 -9.4248115743090199e-07 6.2880191936078351e-07 8.5951241078419115e-07 5.3070990409494137e-07 9.2089268318453658e-07 -7.231255884852948e-07 3.3288588491390769e-07 -1.7382453721381809e-07 -2.5948574035909761e-07 -5.5663727934529564e-07 -6.873183611130364e-09
leaf_weight=23 20 22 28 24 22 25 23 26 25 44 23 22 21 21 30 27 25 21 30 21 26 25 21 21 36 29 50 37 20 2333
leaf_count=23 20 22 28 24 22 25 23 26 25 44 23 22 21 21 30 27 25 21 30 21 26 25 21 21 36 29 50 37 20 2333
internal_value=0 3.81986e-09 -2.30293e-07 -1.04685e-09 -3.49692e-07 4.29549e-09 7.12978e-11 3.53593e-09 -5.46552e-10 2.52495e-09 -2.57542e-09 1.6136e-07 -6.37906e-08 -3.89553e-07 1.42992e-07 -9.74202e-09 -4.72656e-09 -8.06198e-10 -1.63405e-08 1.28413e-07 5.20947e-08 -1.0382e-08 7.89974e-08 -2.15844e-08 -2.20363e-07 2.2289e-07 3.45589e-08 7.98762e-10 -6.10358e-09 -1.15461e-08
internal_weight=0 3070 51 3048 46 3002 2982 2957 2934 2909 2865 120 98 77 56 2745 2718 2693 2404 289 266 240 219 194 107 87 71 66 2383 2353
internal_count=3121 3070 51 3048 46 3002 2982 2957 2934 2909 2865 120 98 77 56 2745 2718 2693 2404 289 266 240 219 194 107 87 71 66 2383 2353
is_linear=0
shrinkage=0.1


Tree=8746
num_leaves=31
num_cat=0
split_feature=132 1203 393 1177 129 1184 16 16 1209 403 52 43 2 51 51 129 15 16 4 1209 9 10 41 41 43 147 151 15 16 43
split_gain=2.62415e-10 1.39924e-09 1.12662e-09 2.83181e-10 5.36083e-10 7.41128e-10 3.58054e-10 2.71162e-09 1.2836e-09 3.81385e-09 1.20923e-09 1.17793e-09 1.05656e-09 7.8322e-10 1.66131e-09 1.40562e-09 1.20018e-09 1.24603e-09 1.18541e-09 6.6884e-10 6.43022e-10 1.85828e-09 7.26556e-10 1.56902e-09 6.22809e-10 7.67528e-10 1.02476e-09 1.15694e-09 9.45122e-10 1.17324e-09
threshold=-0.083449999999999983 0.089480000000000018 0.12679500000000002 -0.078779999999999989 -0.077709999999999987 0.088760000000000019 -0.092484999999999984 -0.094359999999999986 -0.087714999999999987 -0.0059799999999999992 -0.075329999999999994 -0.24021999999999996 0.25063000000000007 0.035765000000000012 0.090050000000000005 1.0000000180025095e-35 -0.089024999999999979 -0.14771999999999999 -0.080364999999999978 -0.065739999999999979 0.092235000000000011 0.0036750000000000007 0.08690500000000001 0.076195000000000013 -0.081154999999999991 0.097985000000000017 -0.0093999999999999986 -0.043924999999999992 -0.5009849999999999 0.0041500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 7 10 9 -8 -6 -12 13 15 -15 18 17 -16 -13 -10 21 22 23 -21 -20 26 27 -26 -28 -30
right_child=2 -3 -4 4 5 -7 8 -9 19 -11 11 12 -14 14 16 -17 -18 -19 24 20 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-2.5038746279976492e-08 2.9372075721656796e-07 -9.0311055849667805e-07 7.20800799120463e-07 -5.0429308684908308e-07 6.0214737800379232e-07 6.0941246928791779e-07 -2.5437942678000322e-07 -9.2126586967619279e-07 -4.1434641803863162e-07 1.50506958763427e-06 6.3982489439950996e-07 6.9887511434293022e-07 -7.1103345396750238e-07 -1.1149511976782379e-06 1.5287471808278498e-07 -5.69400135420076e-07 4.2018174287383361e-07 -7.959957482827826e-07 -2.2821578159523815e-07 6.8713536044809227e-09 -5.495014949019605e-07 9.5608003261661778e-07 -4.5487917310021493e-07 7.240441835077242e-07 1.3708782513745202e-07 -4.4550695205403967e-07 -2.2946113196198328e-07 1.073287754396998e-06 3.6560871828845105e-07 -1.9667744476846239e-07
leaf_weight=196 33 20 22 21 30 20 28 35 37 22 24 27 25 20 25 39 29 31 84 1913 20 21 33 31 33 26 88 22 110 56
leaf_count=196 33 20 22 21 30 20 28 35 37 22 24 27 25 20 25 39 29 31 84 1913 20 21 33 31 33 26 88 22 110 56
internal_value=0 -1.06342e-07 7.90437e-09 2.4643e-09 -9.0814e-10 2.82855e-09 -1.49031e-09 -6.32263e-08 1.91568e-08 5.19778e-07 -1.83363e-08 -4.7467e-08 -7.42881e-08 -4.73074e-08 -2.94931e-07 6.30183e-09 -1.01985e-07 -3.72393e-07 5.66435e-08 6.9762e-09 1.47011e-08 2.03488e-08 1.04093e-08 1.83078e-08 1.52586e-08 7.63089e-08 1.20216e-07 5.11568e-07 3.54742e-08 1.75922e-07
internal_weight=0 216 2905 2883 2850 2829 2809 704 2105 50 669 639 615 590 105 485 85 56 446 2055 2018 1998 1977 1944 419 335 309 55 254 166
internal_count=3121 216 2905 2883 2850 2829 2809 704 2105 50 669 639 615 590 105 485 85 56 446 2055 2018 1998 1977 1944 419 335 309 55 254 166
is_linear=0
shrinkage=0.1


Tree=8747
num_leaves=31
num_cat=0
split_feature=1212 401 1212 401 13 401 1212 1212 1210 1212 401 391 391 1209 401 4 1210 132 15 1211 132 393 401 12 399 52 132 1213 52 1183
split_gain=2.96409e-10 4.72591e-10 4.27362e-10 4.86765e-10 7.23183e-10 4.3954e-10 2.65697e-10 1.18739e-09 1.37868e-09 5.83559e-10 4.47674e-10 1.06095e-09 5.11377e-10 4.39569e-10 3.97844e-10 1.31723e-09 6.70311e-10 3.87471e-10 8.1006e-09 6.18121e-09 1.00015e-09 9.98375e-10 3.82871e-10 3.50908e-10 3.65135e-10 5.90248e-10 5.58922e-10 3.23467e-10 1.13844e-09 5.62781e-10
threshold=-0.53159999999999996 0.13729500000000003 0.15049500000000002 0.11769000000000002 -0.074044999999999986 0.11336 -0.09386499999999999 -0.088629999999999987 -0.12043 -0.063924999999999996 0.10711000000000001 -0.088134999999999977 -0.079769999999999994 -0.065739999999999979 -1.0000000180025095e-35 -0.076229999999999978 0.12347000000000001 -0.083284999999999984 0.091915000000000011 0.11048500000000001 -0.050879999999999988 0.10483000000000002 0.076195000000000013 0.11527000000000001 0.088190000000000018 0.08709500000000002 -0.1075 -0.087529999999999983 0.086275000000000004 -0.073809999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 22 -8 -9 13 11 -11 -13 -10 15 -14 17 18 21 20 -19 23 -2 24 25 26 -16 28 -22 -29
right_child=1 -3 -4 4 -6 -7 7 8 9 10 -12 12 14 -15 16 -17 -18 19 -20 -21 27 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-3.8374185038492217e-07 -1.76209473815666e-08 4.5407969833293108e-07 -4.4006992309613743e-07 7.7401104363161728e-07 -7.6390404615267469e-08 -4.6957750093667988e-07 7.3697330885186776e-07 -5.9102444665972473e-07 6.2587215714821866e-08 -7.2727318762844111e-07 4.3219858791114051e-07 4.9527869507636802e-07 1.4124112510671693e-07 7.1764679148600414e-07 4.0148441703043622e-07 -8.0915166620343373e-07 5.4313699715921953e-07 6.9430444249346264e-07 2.0408230142265892e-06 -1.5141645889116263e-06 -1.3142230041072061e-07 -7.0220515513226376e-07 -5.3935275187458587e-07 3.6577846161811108e-07 2.0890724158562083e-07 -6.1997987634237521e-07 -2.384112430939776e-07 4.4921459587183362e-07 7.178333930824011e-07 -9.9369931476075474e-09
leaf_weight=20 39 23 22 20 20 20 22 39 21 20 24 21 35 20 21 25 23 21 20 27 38 23 22 23 35 22 39 27 27 2362
leaf_count=20 39 23 22 20 20 20 22 39 21 20 24 21 35 20 21 25 23 21 20 27 38 23 22 23 35 22 39 27 27 2362
internal_value=0 2.47109e-09 -9.03501e-10 2.25804e-09 3.4881e-07 -2.33815e-09 7.80941e-10 5.07417e-09 -4.53394e-10 7.56062e-09 2.13976e-09 -1.53464e-09 3.66965e-09 3.82128e-07 -6.0045e-11 -2.54756e-07 5.58314e-09 9.78397e-10 1.41442e-07 -9.29536e-09 7.1214e-09 -9.16103e-08 -2.05787e-07 8.70168e-09 -6.14929e-08 -1.76908e-07 -1.44478e-08 1.24086e-09 2.21345e-07 -4.74775e-09
internal_weight=0 3101 3078 3056 40 3016 2996 2935 2913 2874 2833 2809 2789 41 2768 60 2708 2685 183 2502 2475 163 61 140 117 82 60 2454 65 2389
internal_count=3121 3101 3078 3056 40 3016 2996 2935 2913 2874 2833 2809 2789 41 2768 60 2708 2685 183 2502 2475 163 61 140 117 82 60 2454 65 2389
is_linear=0
shrinkage=0.1


Tree=8748
num_leaves=31
num_cat=0
split_feature=1211 43 1185 393 1176 12 12 12 484 4 403 12 1420 51 43 3 472 483 12 12 155 403 1212 1212 401 12 12 12 3 482
split_gain=3.83108e-10 5.43242e-10 3.08144e-10 3.23369e-10 3.72483e-10 2.88438e-10 1.23484e-09 2.02504e-09 1.32919e-09 1.10857e-09 1.10115e-09 1.23644e-09 8.26837e-10 8.19467e-10 1.45001e-09 1.66477e-09 7.27411e-10 9.25338e-10 1.53007e-09 7.10567e-10 8.38201e-10 6.74622e-10 1.08079e-09 1.19309e-09 9.44046e-10 9.55296e-10 1.02519e-09 3.18203e-09 2.17493e-09 1.75716e-09
threshold=0.11716500000000001 0.057265000000000003 -0.10973499999999999 0.10856500000000001 0.087330000000000019 0.094580000000000011 0.096395000000000022 0.096830000000000013 -0.017214999999999998 -0.49405499999999997 -0.44023999999999991 0.097825000000000009 1.0000000180025095e-35 -0.088764999999999983 0.05259500000000001 -0.080564999999999984 -0.065034999999999996 0.10143000000000001 0.22926500000000002 0.094070000000000015 0.11198500000000002 0.31372000000000005 -0.092474999999999988 -0.087764999999999996 0.11061500000000002 0.093535000000000021 0.089570000000000025 0.089735000000000023 -0.072894999999999988 -0.23722499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 12 8 -8 -7 -9 -11 -12 19 -10 15 -15 -13 18 -18 20 21 22 -4 -24 25 26 29 -28 -29 -25
right_child=1 -3 3 -5 -6 6 7 9 13 10 11 16 -14 14 -16 -17 17 -19 -20 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-3.9584685623594856e-07 6.3220276905316619e-07 -1.3763538362354666e-08 5.8881721010095589e-07 2.9178885554486175e-07 4.0431551595206243e-07 2.9509794264489154e-07 7.0978157230831282e-07 -7.3437479979633207e-07 2.2051439145798214e-08 -5.8329173091833857e-07 5.6921085222318256e-07 4.5136442203141183e-07 6.3286821451973604e-07 -5.2047225873745143e-07 1.586603666225983e-08 -1.6983130853986953e-06 -8.1721626726356126e-08 -6.6936494900933972e-07 7.2716459487764948e-07 4.2569481250573011e-07 -5.0510864425770263e-07 -3.2258643843321016e-07 -6.572100465289337e-07 -8.8568283123767398e-07 6.6342422542220449e-07 -5.6502347498390639e-07 1.3675678647338091e-06 -1.839279430443543e-09 8.5923681415972002e-07 -5.7244277963700696e-09
leaf_weight=20 23 30 32 37 22 24 37 23 20 33 37 29 21 30 20 20 362 24 25 39 33 62 27 23 22 29 21 264 33 1699
leaf_count=20 23 30 32 37 22 24 37 23 20 33 37 29 21 30 20 20 362 24 25 39 33 62 27 23 22 29 21 264 33 1699
internal_value=0 2.66561e-07 -4.6086e-09 -2.04142e-09 -5.65209e-09 -8.66958e-09 -6.56953e-08 -5.60672e-09 -3.66138e-07 -5.52678e-08 -2.46414e-08 1.40073e-08 8.25257e-09 -5.42468e-07 -7.03759e-07 -9.91609e-07 -3.26802e-08 -6.68342e-08 -2.9468e-08 2.50961e-09 -4.84194e-09 2.62135e-09 1.19994e-08 3.28453e-09 1.18132e-08 4.88448e-09 1.29861e-08 1.7795e-07 9.38358e-08 -1.74776e-08
internal_weight=0 53 3068 3048 3011 2989 684 570 114 533 510 477 2305 90 70 50 440 411 387 2284 2245 2212 2150 2118 2091 2069 2040 318 297 1722
internal_count=3121 53 3068 3048 3011 2989 684 570 114 533 510 477 2305 90 70 50 440 411 387 2284 2245 2212 2150 2118 2091 2069 2040 318 297 1722
is_linear=0
shrinkage=0.1


Tree=8749
num_leaves=31
num_cat=0
split_feature=1211 43 401 401 402 402 0 1208 402 403 15 1213 133 1186 403 132 399 1203 15 390 12 403 1212 43 13 1210 1212 402 400 130
split_gain=3.10304e-10 4.40026e-10 2.74494e-10 6.95261e-10 3.31112e-10 2.92985e-10 3.39495e-10 2.76163e-10 2.21335e-09 4.74008e-10 4.62431e-09 6.41446e-10 3.066e-09 7.78465e-10 5.1741e-10 4.47044e-10 1.02558e-08 1.01808e-08 1.14449e-09 4.80295e-10 3.84194e-10 3.76396e-10 4.13601e-10 5.29346e-09 8.31607e-09 3.28603e-09 4.86483e-10 4.94797e-10 1.24499e-09 3.54997e-10
threshold=0.11716500000000001 0.057265000000000003 -0.46360499999999999 -0.13200999999999999 -0.43418999999999991 -0.17973499999999998 -0.075934999999999989 0.092250000000000013 -0.088189999999999991 -0.5335399999999999 0.087575000000000014 0.10336000000000002 -0.040449999999999993 -0.13028499999999998 -0.42244999999999994 -0.083284999999999984 0.091580000000000009 0.089480000000000018 0.091475000000000015 0.087590000000000015 0.11527000000000001 0.62200000000000011 -0.089544999999999986 -0.0047449999999999992 -0.092534999999999992 -0.097479999999999983 -0.082209999999999991 -0.092414999999999983 -0.064794999999999978 -0.22699999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6 9 -9 10 -7 13 -13 -11 -15 17 19 18 20 21 -16 22 23 -17 -25 -24 -27 -28 -29 -30
right_child=1 -3 3 4 5 7 -8 8 -10 11 -12 12 -14 14 15 16 -18 -19 -20 -21 -22 -23 25 24 -26 26 27 28 29 -31
leaf_value=-3.2158504794737114e-07 5.6898251020490294e-07 -1.2387210498824669e-08 4.5518318780991792e-07 -3.2135007800069152e-07 -8.1949816959081546e-08 -7.7081517120673615e-07 4.4994517499693151e-07 -9.527892747546899e-07 4.0649812930837472e-07 6.2049821679011076e-07 1.1823023147304344e-06 4.3153509401581061e-07 -9.6810911036768356e-07 4.4720105813667036e-07 -8.8775538297636385e-08 -7.4539121673103983e-07 -2.1707101526854705e-06 2.2729672049592865e-06 -8.214686963015083e-07 3.4604634810747466e-07 3.3314658005259357e-07 -4.2920529494949735e-07 -1.227997499726867e-06 -2.6487923037166184e-07 2.4474112666439399e-06 4.6790524224475542e-07 -3.8901813924798208e-07 6.7601369935304058e-07 -4.0681608271985292e-07 -3.1492814653707613e-09
leaf_weight=27 23 30 33 33 20 22 30 23 25 20 27 29 34 25 127 33 22 20 20 39 26 21 22 26 20 22 33 27 22 2240
leaf_count=27 23 30 33 33 20 22 30 23 25 20 27 29 34 25 127 33 22 20 20 39 26 21 22 26 20 22 33 27 22 2240
internal_value=0 2.39905e-07 -4.14263e-09 -1.32417e-09 -6.3324e-09 -2.83808e-09 2.37187e-07 -6.94108e-09 -2.44827e-07 -2.97218e-09 3.05392e-07 -8.31513e-09 -3.23828e-07 -1.12622e-09 -5.65536e-09 -9.81764e-09 -2.10215e-08 1.36877e-07 -1.1007e-07 -2.14198e-09 -1.70764e-08 -7.6486e-09 -4.02787e-09 2.21056e-07 9.14378e-07 -1.15434e-08 -1.26134e-10 -4.56054e-09 9.82099e-10 -7.07531e-09
internal_weight=0 53 3068 3041 3008 2975 50 2925 48 2877 49 2828 63 2765 2745 2720 2527 193 173 2505 153 2466 2445 79 46 2366 2344 2322 2289 2262
internal_count=3121 53 3068 3041 3008 2975 50 2925 48 2877 49 2828 63 2765 2745 2720 2527 193 173 2505 153 2466 2445 79 46 2366 2344 2322 2289 2262
is_linear=0
shrinkage=0.1


Tree=8750
num_leaves=31
num_cat=0
split_feature=132 1203 1185 46 156 474 123 39 33 13 376 1 15 1 1 9 1 1 1447 2 40 133 1456 1456 480 158 401 132 133 159
split_gain=3.42638e-10 1.30771e-09 1.18451e-09 2.54866e-10 2.50823e-10 3.49276e-10 2.44683e-10 2.7826e-10 1.01472e-09 7.67916e-10 3.6094e-10 6.12963e-10 6.75632e-10 5.3651e-10 7.69998e-09 6.68985e-09 2.15728e-09 1.66926e-09 1.26117e-09 1.02362e-09 3.26346e-09 9.8369e-10 8.80219e-10 1.76478e-09 8.73681e-10 7.50734e-10 6.95418e-10 7.57693e-10 1.54332e-09 7.08528e-10
threshold=-0.083174999999999985 0.089005000000000015 -0.083264999999999992 -0.052299999999999992 0.3248100000000001 0.11902500000000001 -0.078164999999999998 -1.0000000180025095e-35 -0.009184999999999997 -0.015039999999999998 -0.083489999999999981 0.16540500000000002 -0.56020999999999987 0.09253500000000002 0.091900000000000023 0.089995000000000006 0.093100000000000002 0.093700000000000019 0.059120000000000013 -1.0000000180025095e-35 -0.07632499999999999 0.086990000000000012 -0.079429999999999987 -0.0077899999999999992 0.11144000000000001 0.10667500000000002 0.094270000000000007 0.087955000000000019 0.0068000000000000014 0.11058000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 -5 9 -9 -8 -10 12 -12 14 18 16 -15 -18 24 20 21 -19 -21 -24 -14 26 27 29 -29 -25
right_child=2 -3 3 4 -6 -7 7 8 10 -11 11 -13 13 15 -16 -17 17 19 -20 22 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=-2.9421468351296055e-08 7.5747814532535687e-07 -7.7198407245338816e-07 -3.520253578059851e-07 -3.0554534077964493e-07 -3.2270171162884294e-07 4.2528819449216831e-07 -7.7499101867791376e-08 -5.8395445617422642e-07 -3.2853725204999351e-07 7.2245738408582843e-07 -5.1777629680079451e-07 5.527972669754144e-07 5.7340653832401309e-09 -1.0050318746834818e-06 -1.9181956512663119e-06 1.3969914890425745e-06 9.2632173748695236e-07 5.9083546607945956e-07 6.0213371844903519e-07 -4.9741867213823659e-07 -1.420988456146688e-06 -3.0272462621105949e-07 1.0098963255700254e-06 1.9173033565245136e-08 -5.0606444119694065e-07 6.5708164779465502e-07 6.1309497397132877e-07 -9.0422968750658592e-07 2.7432211567202104e-07 5.3667348761824283e-07
leaf_weight=195 21 27 20 25 23 20 30 29 31 20 24 21 1757 20 21 37 21 22 35 27 20 28 20 480 34 20 20 25 20 28
leaf_count=195 21 27 20 25 23 20 30 29 31 20 24 21 1757 20 21 37 21 22 35 27 20 28 20 480 34 20 20 25 20 28
internal_value=0 -1.19733e-07 9.17023e-09 3.71003e-09 6.19943e-09 8.86776e-09 5.90918e-09 8.69999e-09 4.43387e-09 2.42483e-07 1.0728e-08 1.46523e-08 1.04022e-08 1.52129e-08 -1.42604e-08 8.42956e-08 1.96221e-08 4.76564e-08 7.63595e-09 2.16677e-08 -3.41395e-07 9.04418e-08 6.13778e-08 8.59903e-08 -3.98182e-09 5.48299e-08 3.38089e-08 1.28583e-08 -3.80429e-07 4.76967e-08
internal_weight=0 222 2899 2878 2858 2835 2815 2790 2740 50 2711 2680 2659 2635 1847 788 751 731 1826 710 70 50 640 613 1791 593 573 553 45 508
internal_count=3121 222 2899 2878 2858 2835 2815 2790 2740 50 2711 2680 2659 2635 1847 788 751 731 1826 710 70 50 640 613 1791 593 573 553 45 508
is_linear=0
shrinkage=0.1


Tree=8751
num_leaves=31
num_cat=0
split_feature=9 12 33 2 0 97 2 0 1447 480 45 132 1203 132 481 1 484 484 3 3 481 1212 16 0 1213 42 2 401 0 0
split_gain=2.82327e-10 1.46093e-09 1.13518e-09 4.08449e-10 1.27642e-09 3.09719e-10 9.59904e-10 1.62703e-09 2.73005e-10 4.66801e-10 2.80166e-10 2.88768e-10 1.0736e-09 1.0109e-09 2.72761e-10 2.6934e-09 5.86942e-09 1.00228e-08 3.06441e-09 1.574e-09 1.15705e-09 3.21515e-10 1.68016e-09 1.93474e-09 9.30875e-10 4.06404e-09 7.6973e-09 3.10465e-09 1.77036e-09 6.13076e-10
threshold=0.092235000000000011 -0.010834999999999999 -0.0066799999999999993 -0.045829999999999989 -0.084889999999999979 -0.086464999999999986 -0.0050599999999999994 1.0000000180025095e-35 0.071705000000000005 0.085075000000000026 0.094030000000000016 -0.083174999999999985 0.089005000000000015 -0.050879999999999988 -0.081614999999999979 0.087865000000000013 -0.081614999999999979 0.041405000000000004 -0.085709999999999995 -0.082094999999999987 -0.079764999999999989 -0.09083999999999999 -0.092484999999999984 -0.086284999999999987 -0.085284999999999986 0.087075000000000014 0.087855000000000003 0.113945 -0.085754999999999984 -0.080869999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -5 7 -7 10 -10 11 12 -8 -13 15 16 18 -18 -15 -20 -16 22 -22 -24 25 28 -27 -26 -23 -25
right_child=1 -3 3 5 -6 6 8 -9 9 -11 -12 13 -14 14 20 -17 17 -19 19 -21 21 24 23 29 27 26 -28 -29 -30 -31
leaf_value=6.378754365852859e-07 3.8929413045830979e-07 -6.4892323121746431e-07 -9.0404289849743695e-07 -3.7972139439140004e-07 1.2730886624012784e-07 1.1316878278222476e-06 -2.0890414327524063e-08 -1.2858797489235215e-07 -5.8658044340951345e-07 8.8465147882743627e-08 -2.7082136897264891e-07 6.3573604751791915e-07 -6.9478578215812039e-07 -9.2151138313270443e-07 -7.3787143936074467e-07 -8.5025038434038013e-07 2.7623876676521132e-06 -1.6419750227214535e-07 9.9740992311581087e-07 -2.4215564762709531e-07 -8.4685972768001935e-07 -8.2966803252778247e-07 8.9444787992728646e-07 -4.9714400355631888e-07 1.3678041553591679e-08 2.4323249763689264e-06 -1.4175347692239134e-07 -1.1542734380599461e-06 2.1315655381042193e-07 7.594709085623209e-08
leaf_weight=28 23 33 20 21 30 20 190 21 21 20 37 26 27 34 21 23 22 25 20 21 27 27 21 35 2177 21 26 23 41 40
leaf_count=28 23 33 20 21 30 20 190 21 21 20 37 26 27 34 21 23 22 25 20 21 27 27 21 35 2177 21 26 23 41 40
internal_value=0 -2.22513e-07 4.06335e-09 -1.78016e-09 -2.85232e-07 2.9646e-09 5.67411e-09 4.86181e-07 -1.0612e-09 -2.5729e-07 2.58144e-09 6.13462e-09 -1.04739e-07 1.52828e-08 9.08776e-09 1.42368e-07 3.29501e-07 1.20569e-06 -2.19579e-07 3.6251e-07 1.22861e-09 7.59494e-09 -1.49951e-07 4.60547e-08 1.59656e-08 2.93318e-07 1.00837e-06 1.46764e-09 -2.00906e-07 -1.91495e-07
internal_weight=0 56 3065 3037 50 2987 2966 41 2925 41 2884 2847 217 2630 2604 145 122 47 75 41 2459 2438 123 96 2315 115 47 2200 68 75
internal_count=3121 56 3065 3037 50 2987 2966 41 2925 41 2884 2847 217 2630 2604 145 122 47 75 41 2459 2438 123 96 2315 115 47 2200 68 75
is_linear=0
shrinkage=0.1


Tree=8752
num_leaves=31
num_cat=0
split_feature=46 47 0 16 3 47 148 447 120 33 484 475 150 1429 4 3 15 1372 43 457 1366 455 484 132 1 1185 393 9 41 12
split_gain=2.80088e-10 3.93991e-10 2.63158e-09 9.60299e-09 3.81649e-09 1.84602e-09 4.01934e-10 6.43385e-10 3.60032e-10 5.65385e-10 4.76767e-10 1.93049e-09 1.98736e-09 1.39987e-09 2.1865e-09 1.11388e-09 1.13934e-09 1.10519e-09 9.69736e-10 6.61692e-10 6.03306e-10 6.0826e-10 6.39433e-10 5.746e-10 9.52907e-09 4.46794e-09 1.50133e-09 5.46194e-10 5.71673e-10 1.59694e-09
threshold=0.096120000000000011 0.092710000000000015 -0.10224499999999999 -0.12029499999999999 -1.0000000180025095e-35 0.09055500000000001 -0.10069499999999999 0.094580000000000011 1.0000000180025095e-35 -0.012019999999999998 0.086135000000000017 -0.085684999999999997 0.10699000000000002 -0.026244999999999997 -0.084134999999999988 -0.086224999999999982 -0.059484999999999989 -0.082274999999999987 -0.083684999999999996 -0.14786499999999997 -1.0000000180025095e-35 0.090015000000000026 0.085130000000000011 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.10483000000000002 0.088235000000000022 0.086565000000000017 0.08486500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 8 9 -8 17 -12 13 -13 -15 16 -16 -11 -17 -19 -21 22 23 24 26 -25 -22 28 -27 -30
right_child=-2 2 4 -5 -6 -7 7 -9 -10 10 11 12 -14 14 15 18 -18 19 -20 20 21 -23 -24 25 -26 27 -28 -29 29 -31
leaf_value=3.5390541501811868e-07 2.8130113926343774e-07 1.9057919216940661e-08 -7.9754225937883712e-08 -2.5009353700511382e-06 1.2311147574450845e-06 9.4270082378161978e-07 4.8963628387355127e-07 -4.7108068995698732e-07 -3.3096913851782264e-07 -7.5234304176774457e-07 9.1454674010346298e-07 -6.3172964918191039e-07 -9.1731859214405636e-07 1.0450283497220882e-06 1.3940122895209327e-07 8.1308873234320345e-07 -8.9036756911636546e-07 4.6889438455513431e-07 9.4272877615866516e-08 5.2182764474786205e-07 8.5039086494820288e-09 4.0323775289821513e-07 -4.9780663525313331e-07 -1.5189914013546968e-06 2.1024992359806241e-06 -1.8622139630027746e-08 -8.6901667422669417e-07 -4.3364662364212805e-07 1.0057649257078084e-06 -2.0413612216903709e-07
leaf_weight=32 35 62 199 20 25 21 24 29 32 20 28 22 20 27 22 23 21 29 102 21 128 34 28 20 22 1977 23 31 20 24
leaf_count=32 35 62 199 20 25 21 24 29 32 20 28 22 20 27 22 23 21 29 102 21 128 34 28 20 22 1977 23 31 20 24
internal_value=0 -3.18563e-09 -1.10883e-07 -5.95575e-07 6.65481e-08 8.66888e-09 1.55954e-09 -2.57507e-09 2.46076e-09 6.46292e-09 2.07376e-09 1.293e-07 3.65288e-08 1.24441e-07 2.09753e-07 7.55118e-08 -3.63509e-07 -1.21101e-08 2.26535e-07 -5.82898e-09 -1.17426e-08 -1.65996e-08 -2.28796e-08 -1.69562e-08 1.58128e-07 -3.15747e-08 -1.25158e-07 -1.70775e-08 -1.06877e-08 3.45819e-07
internal_weight=0 3086 306 82 224 2780 2759 2727 2698 2666 2642 265 237 217 195 168 43 2377 125 2357 2328 2307 2273 2245 173 2072 151 2052 2021 44
internal_count=3121 3086 306 82 224 2780 2759 2727 2698 2666 2642 265 237 217 195 168 43 2377 125 2357 2328 2307 2273 2245 173 2072 151 2052 2021 44
is_linear=0
shrinkage=0.1


Tree=8753
num_leaves=31
num_cat=0
split_feature=132 1203 399 393 1 394 1186 391 1185 403 13 40 0 13 13 1 13 130 448 147 147 130 49 130 130 130 15 42 130 39
split_gain=2.8996e-10 1.45441e-09 1.2043e-09 4.17705e-10 7.90666e-10 3.59861e-10 3.79389e-10 1.3523e-09 3.73005e-10 1.22635e-09 3.08439e-10 1.97237e-09 1.12967e-09 1.11767e-09 4.90619e-10 9.45114e-10 3.44449e-10 3.63692e-10 6.77336e-10 4.22478e-10 1.06611e-09 3.72689e-10 7.5854e-10 6.1208e-10 5.83322e-10 6.00382e-10 9.34523e-10 5.96471e-10 2.05592e-09 4.21879e-10
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.088255000000000014 0.088975000000000012 -0.12099999999999998 0.087140000000000009 -1.0000000180025095e-35 0.085600000000000009 -0.081499999999999989 0.24813000000000004 -0.24452499999999996 -0.059114999999999994 0.19762500000000002 0.11217000000000001 0.077565000000000009 0.10591500000000001 0.10490500000000001 0.030280000000000001 0.10361000000000002 0.096620000000000011 0.096625000000000003 0.092560000000000017 0.091705000000000023 0.089120000000000019 0.085235000000000019 -0.068899999999999975 -0.10071499999999999 0.0029050000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 7 -7 10 -10 11 -9 -12 14 16 -16 17 18 19 20 21 23 -23 24 25 27 -27 -13 29 -29
right_child=2 -3 -4 4 -6 6 -8 8 9 -11 12 13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-2.8892874853634297e-08 3.6965304549017613e-07 -9.2410690445632325e-07 5.6757314603984059e-07 3.9221525081329142e-08 -7.1993356204094872e-07 -7.9974271492184415e-07 4.3677964129074098e-07 9.9622575444158212e-07 -2.5113915491849851e-07 7.8249908342561043e-07 4.1742055723801266e-08 4.6756543110017519e-07 -7.8447142507921745e-07 -6.6606567361304778e-07 6.5092960150892058e-07 -2.0050768809328063e-07 -3.2658511441852059e-07 3.619726890795911e-07 -5.1833578407922688e-07 -4.3138166409500463e-07 7.3590213887086977e-07 9.3431010691110349e-08 -7.404325328508322e-07 4.4955711858517222e-07 -4.8819620180514296e-07 -8.9721221402647826e-08 8.5368834561450064e-07 3.8321573587664125e-07 -9.6719725271234647e-07 -7.3826794091521558e-10
leaf_weight=196 27 20 38 34 23 21 20 20 22 24 59 27 23 25 32 22 32 28 25 22 20 24 20 31 24 21 21 29 22 2169
leaf_count=196 27 20 38 34 23 21 20 20 22 24 59 27 23 25 32 22 32 28 25 22 20 24 20 31 24 21 21 29 22 2169
internal_value=0 -1.11783e-07 8.30946e-09 8.96827e-10 -2.67104e-07 6.33315e-09 2.8083e-09 -3.33001e-10 5.78939e-09 2.8815e-07 9.71661e-10 6.96238e-09 -1.90001e-07 -6.6494e-10 5.81035e-09 3.04048e-07 -5.93158e-10 3.60811e-09 -4.79146e-10 4.8486e-09 8.83409e-09 2.74474e-09 -2.85598e-07 8.15732e-09 2.24145e-09 7.38366e-09 3.81984e-07 3.81789e-10 -5.30017e-09 4.32755e-09
internal_weight=0 216 2905 2867 57 2810 2783 2763 2742 46 2696 2614 82 2594 2569 54 2515 2483 2455 2430 2408 2388 44 2344 2313 2289 42 2247 2220 2198
internal_count=3121 216 2905 2867 57 2810 2783 2763 2742 46 2696 2614 82 2594 2569 54 2515 2483 2455 2430 2408 2388 44 2344 2313 2289 42 2247 2220 2198
is_linear=0
shrinkage=0.1


Tree=8754
num_leaves=31
num_cat=0
split_feature=40 130 401 1213 13 2 1213 1186 12 12 52 43 13 1210 1210 1429 2 2 0 0 2 12 160 12 4 52 483 47 3 12
split_gain=3.19147e-10 3.85187e-10 2.74899e-10 4.22735e-10 1.57052e-09 1.72817e-09 4.80233e-10 6.40454e-10 3.30201e-10 1.34314e-09 2.04126e-09 1.73528e-09 2.80693e-09 1.20388e-09 1.63541e-09 1.01767e-09 8.4627e-10 2.48048e-09 6.88427e-09 1.68939e-09 1.52549e-09 1.50863e-09 1.35904e-09 1.39628e-09 1.25151e-09 1.72714e-09 1.21993e-09 1.13929e-09 1.04382e-09 9.84882e-10
threshold=-0.24290999999999999 -0.22229499999999999 0.13837000000000002 0.15253500000000003 -0.084319999999999992 0.085155000000000022 0.11076500000000002 -0.11456499999999999 0.09334000000000002 0.091715000000000005 0.31359500000000001 -0.043144999999999996 -0.051094999999999995 -0.064799999999999983 -0.00092999999999999995 -0.072014999999999982 0.097605000000000011 0.092120000000000021 -0.072594999999999979 -0.080119999999999983 0.089125000000000024 0.096210000000000004 -0.016279999999999996 0.10124000000000001 -0.059649999999999988 0.10160000000000001 -0.021199999999999997 0.085770000000000027 -0.076514999999999986 0.10345000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -6 7 -3 9 -9 11 -11 -13 -10 -15 -16 17 20 19 -19 22 -21 23 -17 25 -18 -24 28 29 -28
right_child=1 2 -4 4 5 -7 -8 8 13 10 -12 12 -14 14 15 16 24 18 -20 21 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-3.4889798624905014e-07 4.0198693887679342e-07 5.5104088308629187e-07 -3.6076072479404721e-07 9.7136303852927266e-07 -7.3477657031937522e-07 3.9628337666337245e-07 -3.6175976361305774e-07 -4.913732591740897e-09 -6.71046080741132e-07 -2.4511731248449147e-07 1.0929290830837865e-06 -2.520499225300699e-07 1.1136634516533914e-06 7.6001615184395638e-07 -6.651479679931072e-07 7.5877405649293904e-07 1.4041643282780571e-07 -7.1400271784141571e-07 -2.2208781808785716e-06 7.3757272601299592e-07 7.5253767678217497e-07 -3.5040480591419512e-07 -9.1672107988047398e-07 -2.1971817022858888e-07 -4.0847222678383671e-08 1.1762344684029814e-06 -3.9556974154122001e-07 -5.9723620495333305e-07 6.5692392851083836e-07 2.879363868536579e-07
leaf_weight=26 24 21 21 21 22 35 37 2030 31 61 27 27 34 25 27 35 60 33 20 26 26 25 21 25 215 22 49 35 23 37
leaf_count=26 24 21 21 21 22 35 37 2030 31 61 27 27 34 25 27 35 60 33 20 26 26 25 21 25 215 22 49 35 23 37
internal_value=0 2.92567e-09 -1.9301e-10 2.28959e-09 2.32096e-07 -4.02661e-08 -3.74166e-09 7.71685e-10 -3.19388e-09 1.63567e-08 3.06149e-07 1.32025e-07 5.09167e-07 -6.1154e-08 -3.4298e-08 -6.35437e-08 -3.86307e-08 -1.42837e-07 -5.53489e-07 -1.56492e-07 2.73135e-08 2.0425e-07 -5.64902e-08 3.51069e-07 8.59259e-08 4.18319e-07 -2.04694e-07 -1.00856e-07 5.85319e-08 -1.01503e-07
internal_weight=0 3095 3071 3050 78 57 2972 2935 2914 2179 149 122 61 735 704 679 652 355 104 84 251 51 225 60 297 82 165 144 109 86
internal_count=3121 3095 3071 3050 78 57 2972 2935 2914 2179 149 122 61 735 704 679 652 355 104 84 251 51 225 60 297 82 165 144 109 86
is_linear=0
shrinkage=0.1


Tree=8755
num_leaves=31
num_cat=0
split_feature=12 42 9 12 33 2 0 16 1374 151 481 1447 16 481 1374 2 151 16 51 156 43 52 43 0 151 157 1456 1447 1456 160
split_gain=2.68958e-10 4.28978e-10 2.74686e-10 1.40953e-09 8.08071e-10 3.39011e-10 1.04661e-09 3.06633e-10 1.9965e-09 2.34926e-09 1.0548e-09 1.57566e-09 1.13512e-09 9.91893e-10 8.12065e-10 3.36754e-09 1.62939e-09 7.87003e-10 6.73303e-10 9.34678e-10 7.33062e-10 1.79012e-09 1.80786e-09 1.40083e-09 1.33092e-09 1.27063e-09 2.4787e-09 2.60784e-09 2.14133e-09 1.69411e-09
threshold=0.23631000000000002 0.18223500000000001 0.092235000000000011 -0.010834999999999999 -0.0066799999999999993 -0.045829999999999989 -0.084889999999999979 -0.0094449999999999968 0.087855000000000016 -0.40381499999999992 -0.087424999999999989 -0.085324999999999984 -0.0087049999999999992 -0.15265499999999996 0.086765000000000023 0.090935000000000016 -0.53100499999999984 -0.011734999999999997 -0.10316499999999999 0.09148000000000002 -0.077824999999999991 -0.089199999999999988 -0.076124999999999984 -0.062764999999999974 0.08357500000000001 -0.06482499999999998 0.085665000000000005 -0.086279999999999982 -0.15308499999999997 -0.41869999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6 14 9 -9 13 -12 -13 -11 16 -16 -7 18 -18 20 23 -22 -23 -20 25 -24 27 -27 -29 -30
right_child=-2 -3 3 -5 5 7 -8 8 -10 10 11 12 -14 -15 15 -17 17 -19 19 -21 21 22 24 -25 -26 26 -28 28 29 -31
leaf_value=5.3804077180887227e-07 -3.4071409602446418e-07 4.5294861086815565e-07 3.4934774949197561e-07 -7.0717712630547736e-07 -8.202246348787412e-07 -8.2136836342249855e-07 1.1367955094006752e-07 1.0521927342210802e-06 -1.0059706944448841e-06 -5.9098773536312538e-08 8.3550434136928483e-07 -7.672691984745533e-07 -2.3743949805708252e-08 -1.0431091236995372e-06 1.4453827319016455e-06 -1.5772903122081659e-07 -4.7036446067595857e-07 4.8210102532549001e-07 7.7591660369888722e-08 6.1902261056555012e-07 -8.6299332451744699e-07 -6.9659035091262926e-07 7.6364477417487449e-07 8.0658063070464837e-07 -7.5735478911295475e-07 1.1173633395018937e-06 -8.036742041244654e-07 -9.5889538607578238e-07 7.6622737237225779e-07 1.5969845461613534e-08
leaf_weight=28 23 21 23 28 20 23 30 20 21 21 21 21 923 20 20 38 28 37 450 26 25 37 23 28 22 22 36 22 31 1033
leaf_count=28 23 21 23 28 20 23 30 20 21 21 21 21 923 20 20 38 28 37 450 26 25 37 23 28 22 22 36 22 31 1033
internal_value=0 2.51512e-09 -5.59007e-10 -2.30705e-07 3.31986e-09 -1.6742e-09 -2.59882e-07 2.70518e-09 -4.07522e-08 -2.09962e-08 -4.2332e-08 -2.12256e-08 -4.02842e-08 -5.39104e-07 2.66399e-08 3.95068e-07 1.50453e-08 2.56153e-08 1.61425e-08 2.39045e-08 1.49553e-08 -2.52939e-08 -8.21199e-09 1.20294e-07 1.32094e-08 2.77359e-08 1.29405e-08 3.94731e-08 1.76374e-08 3.78289e-08
internal_weight=0 3098 3077 51 3026 2998 50 2948 1047 1026 1006 965 944 41 1901 58 1843 1820 1783 1755 1729 1251 1226 478 1189 1167 1144 1108 1086 1064
internal_count=3121 3098 3077 51 3026 2998 50 2948 1047 1026 1006 965 944 41 1901 58 1843 1820 1783 1755 1729 1251 1226 478 1189 1167 1144 1108 1086 1064
is_linear=0
shrinkage=0.1


Tree=8756
num_leaves=31
num_cat=0
split_feature=130 12 132 1203 399 393 12 394 390 0 0 12 12 3 1203 39 33 40 47 47 47 1453 16 4 52 15 13 2 42 51
split_gain=3.05004e-10 5.17271e-10 2.32375e-10 1.1795e-09 9.0456e-10 3.80628e-10 7.6174e-10 3.62802e-10 3.30898e-10 3.01237e-10 4.65118e-10 4.63347e-10 4.12315e-10 3.13455e-10 4.19251e-10 2.61729e-10 1.19689e-09 4.92569e-10 3.59053e-10 2.45782e-09 2.33937e-09 3.90276e-10 1.10836e-09 4.24586e-10 7.47473e-10 7.36153e-10 6.96491e-10 5.00666e-10 4.98267e-10 3.77225e-10
threshold=-0.23647499999999996 0.23631000000000002 -0.083449999999999983 0.089480000000000018 0.091580000000000009 0.088255000000000014 0.091085000000000013 -0.12099999999999998 0.089065000000000019 -0.098289999999999975 -0.091354999999999978 0.11418000000000002 0.087505000000000013 -0.080484999999999987 0.084545000000000009 -1.0000000180025095e-35 -0.009184999999999997 -0.045684999999999996 0.094160000000000008 0.091210000000000013 0.09717000000000002 -1.0000000180025095e-35 0.51222500000000004 0.19806500000000002 -0.0027449999999999996 -0.099734999999999976 -0.079299999999999995 0.085235000000000019 0.088060000000000013 0.094075000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 7 -7 -4 15 -2 -11 12 -12 14 -14 17 -17 -9 19 29 -20 -22 23 24 26 -26 28 -28 -23 -18
right_child=1 -3 4 -5 -6 6 -8 8 -10 10 11 -13 13 -15 -16 16 18 -19 20 -21 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-3.8926273653316913e-07 -3.2998325331894717e-07 4.8568116116340125e-07 3.7731563954624705e-07 -8.3249521921402457e-07 5.0470637447119771e-07 2.3671802138222927e-08 -7.3417233120868076e-07 -9.1812837901272815e-08 -3.7570686463763907e-07 4.5293757802963602e-07 -1.6776493030683213e-07 -4.0600282399542013e-07 -2.256126092466578e-07 5.297004244247157e-07 3.7875174996315764e-07 -6.2668659438713804e-07 -8.2165969774575935e-09 6.1001964795082137e-07 1.019145608438521e-06 -1.0811324736031176e-06 4.4670988984307776e-07 -1.1122222076664912e-08 -6.5714307121803972e-07 -1.6648425920724766e-07 8.4937332687218261e-07 1.4194506863942168e-07 -7.0588454517321775e-08 6.135272087703925e-07 -6.8695150361008934e-07 1.2218116556344546e-07
leaf_weight=20 28 22 26 20 36 36 21 20 23 22 51 28 24 21 22 30 2104 20 26 21 20 24 24 59 24 38 23 20 20 248
leaf_count=20 28 22 26 20 36 36 21 20 23 22 51 28 24 21 22 30 2104 20 26 21 20 24 24 59 24 38 23 20 20 248
internal_value=0 2.50933e-09 -9.43016e-10 -1.0096e-07 6.6028e-09 2.59773e-10 -2.55534e-07 5.5234e-09 2.00058e-09 -2.63135e-08 2.42981e-08 -4.02914e-08 4.64876e-08 2.09575e-07 6.34312e-08 5.19326e-09 1.40497e-09 2.59103e-07 8.51276e-09 -4.08368e-09 1.16036e-07 2.28576e-08 -1.36814e-08 6.05642e-08 1.50469e-07 4.15788e-07 -3.86087e-08 2.47605e-07 -3.18317e-07 5.53283e-09
internal_weight=0 3101 3079 216 2863 2827 57 2770 2744 196 168 146 118 67 46 2721 2681 40 2651 2373 278 252 232 208 149 62 87 43 44 2352
internal_count=3121 3101 3079 216 2863 2827 57 2770 2744 196 168 146 118 67 46 2721 2681 40 2651 2373 278 252 232 208 149 62 87 43 44 2352
is_linear=0
shrinkage=0.1


Tree=8757
num_leaves=31
num_cat=0
split_feature=12 130 10 0 15 12 45 11 1 123 1 1 3 156 148 2 2 52 1428 157 9 10 4 13 4 15 4 3 13 4
split_gain=2.8614e-10 3.92107e-10 2.57173e-10 3.49468e-09 3.87811e-09 1.49549e-09 3.44318e-10 2.58976e-09 3.83132e-10 9.65457e-10 1.37974e-09 7.54765e-10 4.24346e-10 9.81855e-10 8.63752e-10 1.29236e-09 2.65545e-09 6.03594e-10 5.55406e-10 8.62653e-10 5.15396e-10 9.13947e-10 4.99284e-10 1.27569e-09 9.68924e-10 1.03406e-09 4.60202e-10 1.96783e-09 4.94785e-10 4.81256e-10
threshold=0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.010834999999999999 0.094030000000000016 -1.0000000180025095e-35 0.13686500000000004 0.090420000000000014 0.14326500000000003 0.13471500000000003 0.11658 0.3248100000000001 -0.077789999999999984 0.11215000000000001 0.11548000000000001 -0.012859999999999998 0.087445000000000009 -0.0041249999999999993 0.088235000000000022 -0.0069899999999999988 0.41379000000000005 -0.0062949999999999994 0.27044500000000005 -0.11345499999999999 -0.51843499999999987 -0.045649999999999989 -0.15416999999999995 0.11275500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -4 11 10 -10 12 13 18 -14 -16 -17 -18 20 -20 21 -9 24 -24 26 -26 27 -23 -28 -30
right_child=-2 2 6 4 5 -7 -8 8 9 -11 -12 -13 14 -15 15 16 17 -19 19 -21 -22 22 23 -25 25 -27 28 -29 29 -31
leaf_value=3.8203610565098516e-07 -3.5140671630158427e-07 -1.2158105253827026e-06 1.1425936394715564e-06 1.0870425149754472e-06 1.4197278781874299e-07 -9.1343233725638131e-07 -3.0260059299772974e-07 6.2523339181552731e-07 -1.0079252103167847e-06 3.0061198086985188e-07 -6.9044219609774393e-08 5.9093111314144733e-07 -4.0679088328943183e-07 -6.7097749326773166e-07 7.9371058680927877e-07 -8.9447086273659302e-07 2.3937661266938364e-08 7.1829611933541432e-07 6.6017600699392322e-07 -1.5859747577451346e-07 -4.5855813004891392e-07 2.6455906129285721e-07 5.8987724426571023e-08 -7.6900750779410989e-07 1.9657798442635263e-08 8.4029220030400002e-07 -3.946046587266494e-07 -1.0662476682909983e-06 1.157911467776758e-08 -2.0090588636532758e-07
leaf_weight=27 23 24 20 29 29 25 36 23 24 28 45 22 21 22 35 21 21 31 31 22 25 25 49 30 34 28 32 20 2207 112
leaf_count=27 23 24 20 29 29 25 36 23 24 28 45 22 21 22 35 21 21 31 31 22 25 25 49 30 34 28 32 20 2207 112
internal_value=0 2.61664e-09 -7.1919e-10 -1.53026e-07 1.54285e-07 -3.46641e-07 4.77908e-09 8.55833e-09 7.58917e-10 -1.9464e-07 -3.95612e-07 7.5016e-09 2.89943e-09 -5.6905e-09 1.80025e-07 2.94128e-07 5.46025e-08 4.37882e-07 -1.42241e-10 3.20308e-07 -6.7124e-09 -2.29984e-09 -7.98895e-09 -2.55441e-07 -3.58553e-11 3.90267e-07 -1.01355e-08 -3.26911e-07 -4.07218e-09 1.31679e-09
internal_weight=0 3098 3071 107 83 54 2964 2928 2908 97 69 2811 2789 2660 129 108 73 52 2638 53 2585 2560 2537 79 2458 62 2396 45 2351 2319
internal_count=3121 3098 3071 107 83 54 2964 2928 2908 97 69 2811 2789 2660 129 108 73 52 2638 53 2585 2560 2537 79 2458 62 2396 45 2351 2319
is_linear=0
shrinkage=0.1


Tree=8758
num_leaves=31
num_cat=0
split_feature=130 10 0 40 2 146 142 11 48 9 10 16 2 0 4 97 15 376 13 52 4 14 158 3 129 0 3 3 3 49
split_gain=2.9816e-10 5.63313e-10 9.76585e-10 6.12597e-10 3.63536e-10 3.96214e-10 6.78435e-10 9.07182e-10 5.8421e-10 4.92319e-10 1.24008e-09 1.37002e-08 1.05561e-09 1.09607e-09 8.87656e-10 6.98653e-10 6.72007e-10 3.67149e-10 4.36822e-10 4.75638e-10 3.19181e-10 4.23109e-10 1.43186e-09 4.38388e-10 1.97208e-09 9.46295e-10 7.94116e-10 2.31429e-09 1.54784e-09 1.44839e-09
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.17025000000000004 0.087720000000000006 -0.057499999999999989 -1.0000000180025095e-35 -0.14001 0.091600000000000015 -0.0093599999999999985 -0.056919999999999991 -0.045829999999999989 -0.053834999999999994 0.50194500000000009 -0.079444999999999988 -0.49307999999999996 0.11690000000000002 0.27020000000000005 -0.012164999999999999 0.51303500000000013 -0.31455999999999995 -0.47382999999999992 -0.096544999999999978 0.085790000000000019 0.10455500000000001 -0.086424999999999988 -0.086049999999999988 -0.085709999999999995 0.10969000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -8 -9 10 11 -10 13 -12 -11 -14 -17 18 20 -20 21 -18 -23 24 -24 26 29 -28 -29 -25
right_child=1 3 -4 4 -6 -7 7 8 9 14 12 -13 15 -15 -16 16 17 -19 19 -21 -22 22 23 25 -26 -27 27 28 -30 -31
leaf_value=-3.8487282608912207e-07 -1.0559959242701076e-07 -5.4070205129348674e-07 8.7078804718032647e-07 5.6780569217434753e-07 4.1589300908959736e-07 -4.3447170074138006e-07 -6.1491056915959535e-07 5.4102825089330517e-07 -1.0149962743558458e-06 -7.4494579157165697e-07 -1.0384328166423986e-06 2.240972751425356e-06 -5.4642925234653059e-07 -1.5568137583117771e-08 1.4530705324692204e-07 4.6260580432999632e-07 3.4763151543554872e-07 4.2856390450651823e-07 -6.7330076802818439e-07 -2.9887344720902077e-08 -3.5918619332164783e-07 -8.404311677168153e-07 4.3780572130491351e-08 -7.9577832702908861e-08 9.1631144414350276e-07 -6.1969840021447456e-07 8.3304144159309817e-07 -6.3714098925200039e-07 2.5432244721790322e-08 -8.802150945304751e-07
leaf_weight=20 21 21 20 21 21 21 24 20 28 24 20 24 23 22 21 32 36 20 20 27 24 20 346 386 28 25 35 36 1711 24
leaf_count=20 21 21 20 21 21 21 24 20 28 24 20 24 23 22 21 32 36 20 20 27 24 20 346 386 28 25 35 36 1711 24
internal_value=0 2.47936e-09 3.70687e-07 -2.45414e-09 1.26524e-09 -1.61985e-09 1.41315e-09 -2.58357e-09 2.3947e-09 -1.27947e-09 3.83645e-09 4.87759e-07 -5.03972e-09 -5.02647e-07 -3.29494e-07 2.44309e-09 7.00051e-09 1.67568e-09 -1.46551e-09 -3.0368e-07 3.85239e-09 7.14401e-09 2.44943e-09 8.95565e-09 1.09104e-07 -7.93898e-09 -9.61798e-10 2.79091e-08 1.17788e-08 -1.26444e-07
internal_weight=0 3101 41 3060 3039 3018 2997 2976 2952 2932 2887 52 2835 42 45 2793 2770 2738 2718 47 2671 2647 2611 2591 374 2217 2192 1782 1747 410
internal_count=3121 3101 41 3060 3039 3018 2997 2976 2952 2932 2887 52 2835 42 45 2793 2770 2738 2718 47 2671 2647 2611 2591 374 2217 2192 1782 1747 410
is_linear=0
shrinkage=0.1


Tree=8759
num_leaves=31
num_cat=0
split_feature=130 12 132 1186 393 15 132 1 16 130 403 403 1212 401 43 401 401 390 401 1213 16 393 393 1213 1213 1210 43 1210 402 1209
split_gain=2.41506e-10 5.56844e-10 2.38119e-10 6.92099e-09 4.11941e-09 8.21946e-10 2.76357e-10 7.49164e-10 3.26195e-10 3.07548e-10 2.90669e-10 3.70133e-10 2.23169e-10 3.29967e-10 8.00813e-10 3.40759e-10 5.78661e-10 9.03568e-10 3.40375e-10 2.3959e-09 3.29832e-09 4.04107e-10 7.27442e-10 2.81953e-10 1.74566e-09 1.68768e-09 6.07988e-10 6.01102e-10 1.11245e-09 6.39302e-10
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.092400000000000024 -0.41127499999999995 0.089625000000000024 -0.081299999999999983 0.10797500000000002 -0.089609999999999981 -0.020569999999999995 -0.53159999999999996 0.11769000000000002 -0.0098449999999999979 0.10977000000000002 0.10632500000000002 0.089065000000000019 0.092675000000000021 -0.090764999999999985 -0.088394999999999987 0.088255000000000014 0.096070000000000003 -0.088064999999999991 -0.092319999999999985 -0.13847499999999999 -0.03898999999999999 -0.079504999999999978 -0.092414999999999983 -0.077594999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 12 6 9 8 10 -2 -8 -12 -4 15 -15 16 17 18 21 -20 -21 23 -23 24 26 -25 -14 28 -27 -29
right_child=1 -3 4 -5 -6 -7 7 -9 -10 -11 11 -13 13 14 -16 -17 -18 -19 19 20 -22 22 -24 25 -26 27 -28 29 -30 -31
leaf_value=-3.4638553898957984e-07 4.5809146552963526e-07 5.035423793163897e-07 -3.3184150538545509e-07 1.7813674024515856e-06 -1.4391895030030356e-06 -6.2449409529108381e-07 2.1476560386252626e-07 -5.8808791578712773e-07 2.9153385713870554e-07 -7.8089566954986377e-08 -4.5294631888247029e-07 9.8312491607949992e-08 -4.3999047463216815e-07 5.2147109171085976e-07 -2.4039645619599142e-07 -3.2103211004031246e-07 5.251542229565248e-07 -6.7147075057505388e-07 -6.5451691582330532e-07 1.4398909376230527e-06 -2.761883403460767e-07 -6.9149824738538576e-07 1.2255351185515229e-07 7.9572607863501277e-07 -9.9826991800000548e-07 -7.9064186287233988e-07 1.9166799228864664e-07 5.3238402267158133e-07 1.8792816479704233e-07 2.6215521184471779e-09
leaf_weight=20 23 22 20 22 20 25 22 24 33 20 29 21 20 37 22 33 21 20 21 24 21 23 21 27 20 26 64 23 21 2376
leaf_count=20 23 22 20 22 20 25 22 24 33 20 29 21 20 37 22 33 21 20 21 24 21 23 21 27 20 26 64 23 21 2376
internal_value=0 2.22884e-09 -1.35314e-09 9.91439e-08 -9.04854e-09 -8.87186e-08 -1.08443e-08 -8.40274e-08 3.11865e-08 2.08705e-07 -8.81394e-08 -2.21418e-07 1.02288e-09 3.38362e-09 2.37385e-07 -1.61677e-09 2.24712e-09 -1.80942e-09 3.17504e-09 2.27463e-07 6.39054e-07 -2.47281e-09 -3.02974e-07 2.65797e-09 -1.58639e-07 9.44118e-09 4.12731e-08 7.61833e-10 -3.53408e-07 7.70056e-09
internal_weight=0 3101 3079 219 2860 197 172 129 105 43 72 50 2840 2820 59 2761 2728 2707 2687 66 45 2621 44 2577 104 2473 84 2446 47 2399
internal_count=3121 3101 3079 219 2860 197 172 129 105 43 72 50 2840 2820 59 2761 2728 2707 2687 66 45 2621 44 2577 104 2473 84 2446 47 2399
is_linear=0
shrinkage=0.1


Tree=8760
num_leaves=31
num_cat=0
split_feature=12 130 10 1 0 51 16 34 39 45 142 40 123 40 150 16 16 151 42 51 0 16 1447 1447 16 42 16 43 16 16
split_gain=2.54338e-10 4.21782e-10 2.58447e-10 7.63446e-09 1.09189e-08 1.52805e-09 7.53045e-10 3.43531e-10 2.47295e-09 3.29204e-10 7.02245e-10 3.09183e-10 8.03542e-10 5.50255e-10 7.25376e-10 3.33244e-10 2.0257e-09 9.68635e-10 1.51492e-09 1.35551e-09 1.12204e-09 1.17284e-09 9.20427e-10 2.33488e-09 1.0821e-09 2.52153e-09 1.03743e-09 2.83981e-09 2.25681e-09 1.47358e-09
threshold=0.23631000000000002 -0.22461999999999996 -0.0091199999999999979 0.092695000000000013 -0.10151999999999999 0.080335000000000018 -0.11118499999999999 -0.057544999999999992 0.089790000000000023 0.094030000000000016 -1.0000000180025095e-35 -0.083564999999999987 0.087505000000000013 -0.079414999999999986 0.084925000000000014 -0.014754999999999999 -0.016164999999999995 -0.085224999999999981 0.084435000000000024 -0.10316499999999999 -0.0058249999999999994 -0.4179199999999999 -0.086279999999999982 -0.084334999999999979 -0.011989999999999999 0.083595000000000017 -0.0094449999999999968 -0.085154999999999995 -0.0087049999999999992 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 8 -4 10 -9 12 -12 14 -13 16 17 18 -15 -19 -21 -22 -17 -24 25 -25 27 -26 -28 -30
right_child=-2 2 7 4 5 -7 -8 9 -10 -11 11 13 -14 15 -16 22 -18 19 -20 20 21 -23 23 24 26 -27 28 -29 29 -31
leaf_value=3.9596253108276902e-07 -3.3132327579867552e-07 -1.9309226544805826e-06 8.974018890563053e-07 2.1797442008293773e-06 -2.6664920153260265e-07 2.0500422692748543e-07 -1.0521702531736291e-06 5.6709792528990161e-07 -5.6969779524962407e-07 -3.0426523965486145e-07 -5.9522364710636759e-07 6.6988299494141759e-07 1.7840418740888708e-07 9.5594491398287567e-08 -1.0760035091076741e-07 -5.2785214937725145e-07 1.0027850889638926e-06 -8.2121723977479642e-07 1.0824461277198204e-06 -8.8159146301326861e-09 3.1535657187524868e-08 9.7658172890646723e-07 9.0897289077509838e-07 2.2713907453310513e-07 1.3224273097023344e-06 -1.3225248590317952e-06 -1.0086010474215832e-06 -3.0686983311921806e-07 7.4697235241671933e-07 -4.707417544120513e-08
leaf_weight=27 23 20 27 22 23 32 26 22 20 35 29 28 25 60 21 38 21 20 21 1477 29 24 26 21 20 21 24 23 24 892
leaf_count=27 23 20 27 22 23 32 26 22 20 35 29 28 25 60 21 38 21 20 21 1477 29 24 26 21 20 21 24 23 24 892
internal_value=0 2.44734e-09 -1.01242e-09 -1.43035e-07 2.04128e-07 -3.3246e-07 -6.83456e-07 4.91322e-09 2.73104e-07 5.68175e-10 4.29084e-09 -6.27974e-11 -2.37063e-07 4.5243e-09 3.36676e-07 -1.41347e-09 2.68962e-08 1.43311e-08 3.51445e-07 -3.28578e-09 7.40614e-09 4.59481e-07 -4.4359e-08 -2.68778e-08 -5.06164e-08 -5.47693e-07 -2.93781e-08 4.50943e-07 -5.13503e-08 -2.62695e-08
internal_weight=0 3098 3071 123 103 81 49 2948 47 2901 2866 2844 54 2790 49 2741 1652 1631 81 1550 1530 53 1089 1051 1025 42 983 43 940 916
internal_count=3121 3098 3071 123 103 81 49 2948 47 2901 2866 2844 54 2790 49 2741 1652 1631 81 1550 1530 53 1089 1051 1025 42 983 43 940 916
is_linear=0
shrinkage=0.1


Tree=8761
num_leaves=31
num_cat=0
split_feature=1 1 484 40 15 1 45 45 9 33 1184 376 3 51 49 15 156 16 1348 147 0 0 156 52 13 47 47 9 1452 133
split_gain=2.53238e-10 6.98571e-10 7.88953e-10 1.82982e-09 1.32588e-09 4.65957e-10 3.84033e-10 6.92679e-10 4.02104e-10 1.17881e-09 3.75643e-10 3.69799e-10 4.1773e-10 1.15638e-09 1.4576e-09 1.7826e-09 8.0848e-10 6.94981e-10 4.76858e-10 4.8043e-10 4.5873e-10 1.39351e-09 1.35691e-09 6.88238e-10 5.33637e-10 5.72103e-10 2.52316e-09 2.0325e-09 5.22686e-10 5.39384e-10
threshold=0.13534000000000004 0.13756000000000004 0.090535000000000018 -0.07632499999999999 -0.43375999999999998 0.13408500000000004 0.094030000000000016 1.0000000180025095e-35 0.092235000000000011 -0.0066799999999999993 0.081725000000000006 0.092115000000000016 0.11658 -0.066639999999999991 -0.043469999999999995 -0.093959999999999988 0.3248100000000001 0.6352000000000001 0.090205000000000021 0.092070000000000013 0.12500000000000003 0.089620000000000019 0.083840000000000012 0.095415000000000014 -0.17933499999999997 0.092710000000000015 0.096175000000000024 -0.013509999999999999 0.11396500000000002 0.090665000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 7 8 9 -1 11 12 16 -14 -15 -16 17 18 19 20 21 24 -23 -22 -11 27 -27 -26 29 -29
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 -12 -13 13 14 15 -17 -18 -19 -20 -21 23 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=6.7717751335294456e-07 -5.1546906645074032e-07 7.990980005700977e-07 -5.0068513992584938e-07 -8.2186848551319137e-07 7.4549616124164918e-08 4.8826066802121203e-07 -4.0307621504879255e-07 5.9363315301652625e-07 -3.6110894673887136e-07 -4.7740669947910177e-07 -2.997414941596506e-07 -3.9413268258731881e-07 8.8511316732819977e-07 5.5033299150710335e-07 2.0547090064217237e-07 -8.7499159688010121e-07 -6.034789201046145e-07 4.6844224215192299e-07 -4.8686369780170935e-07 4.3955970249953681e-07 5.7441770437898807e-08 -1.0508243435651822e-06 5.4263500146589654e-08 7.4590037172583831e-07 7.887100833038536e-07 -1.2201447134430055e-06 -3.7788034200355325e-08 3.1543416947054866e-08 4.8360410919881165e-07 -8.8834102145200809e-08
leaf_weight=26 35 28 28 21 77 20 23 20 30 23 41 23 20 37 37 26 22 32 20 25 53 25 20 20 34 20 185 1646 23 481
leaf_count=26 35 28 28 21 77 20 23 20 30 23 41 23 20 37 37 26 22 32 20 25 53 25 20 20 34 20 185 1646 23 481
internal_value=0 -1.12195e-07 -2.05413e-08 8.61574e-08 -1.1754e-07 7.23122e-09 3.92744e-09 7.16769e-09 3.0794e-09 6.92782e-09 7.32831e-10 5.17708e-09 8.51797e-09 1.90977e-07 5.21496e-08 -2.40434e-07 1.89685e-10 5.28393e-09 -4.71819e-10 3.33555e-09 -9.74962e-10 -8.31464e-09 -5.59674e-07 2.46061e-07 1.97192e-09 6.58712e-09 -1.5314e-07 2.15798e-08 9.44844e-09 4.32123e-09
internal_weight=0 189 154 126 98 2932 2912 2889 2869 2839 2813 2772 2749 120 100 63 2629 2607 2575 2555 2530 2457 45 73 2412 2389 205 2184 2150 2127
internal_count=3121 189 154 126 98 2932 2912 2889 2869 2839 2813 2772 2749 120 100 63 2629 2607 2575 2555 2530 2457 45 73 2412 2389 205 2184 2150 2127
is_linear=0
shrinkage=0.1


Tree=8762
num_leaves=31
num_cat=0
split_feature=156 156 51 52 1429 156 156 156 160 15 2 4 156 156 156 16 156 1371 1374 156 156 13 151 150 0 0 0 52 0 0
split_gain=2.83745e-10 3.72353e-10 7.51755e-10 3.05235e-10 4.60705e-10 3.47442e-10 1.52903e-09 9.57205e-10 5.69639e-10 1.04366e-09 5.72887e-10 6.79643e-10 5.64547e-10 5.67435e-10 8.57049e-10 3.84559e-09 8.77703e-10 8.84901e-10 1.26943e-09 8.30568e-10 4.59733e-10 9.04248e-10 4.44133e-10 5.54675e-10 8.3331e-10 3.93344e-10 1.56147e-09 7.58383e-10 3.99151e-10 4.56816e-09
threshold=0.32523500000000005 0.12734000000000004 -0.093639999999999987 -0.56741999999999992 0.11635000000000001 0.09747500000000002 0.092385000000000009 0.091155000000000014 -0.054789999999999998 -0.076244999999999993 0.095040000000000013 0.50996500000000011 0.089950000000000016 0.089090000000000016 0.08759500000000002 -0.0087049999999999992 0.087205000000000019 0.087810000000000013 0.088460000000000011 0.086340000000000014 0.083310000000000009 -0.0018299999999999998 0.10561000000000002 0.12640500000000002 -0.26609999999999995 0.10455500000000001 0.12500000000000003 0.095415000000000014 -0.067094999999999988 -0.068189999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 12 10 -10 -7 -12 13 14 16 -16 17 18 19 20 22 -22 23 24 -5 28 -27 -28 29 -26
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leaf_value=2.7974173228346611e-07 3.6634582903345638e-07 1.5621149241864953e-07 -6.5537977548046918e-07 6.3961411115087693e-07 -3.7923627891345293e-07 -4.3920075602668281e-07 -7.034545883204975e-07 6.4518118625014527e-07 8.6526658002675015e-07 1.8115185591313727e-08 6.0880489201053938e-07 -1.7329425654111219e-07 -5.1912179839876312e-07 5.3205506361564409e-07 -1.2056586523304501e-06 5.0070015993242125e-07 6.6528005916666187e-07 -6.4623683383182484e-07 6.0372986987593844e-07 -6.1436509471687639e-07 8.1869371697962374e-07 -1.0069464421314439e-07 3.3655559622945334e-07 -4.8633327054403708e-07 -2.8116262384969561e-09 -9.6911981613413366e-07 -2.0997465629212959e-07 4.3161560328102227e-07 9.3295086212030753e-08 -1.521761915910247e-06
leaf_weight=39 21 21 25 20 32 23 31 23 26 33 20 25 21 20 28 25 20 21 35 22 20 23 38 24 1975 21 58 27 384 20
leaf_count=39 21 21 25 20 32 23 31 23 26 33 20 25 21 20 28 25 20 21 35 22 20 23 38 24 1975 21 58 27 384 20
internal_value=0 -2.47904e-09 -2.84871e-07 1.7744e-09 -1.82119e-09 2.22751e-09 -4.96926e-09 2.69554e-09 1.6407e-07 3.91436e-07 -3.32041e-08 1.74305e-07 -2.57826e-09 1.32229e-09 -2.52221e-09 -4.00772e-07 5.2722e-09 3.61429e-10 5.45275e-09 -2.50306e-09 2.6544e-09 3.26928e-07 -2.77753e-09 -7.87625e-09 -3.29223e-09 -8.46652e-09 -1.96947e-07 -6.1754e-09 -6.84687e-11 -1.80392e-08
internal_weight=0 3100 46 3054 3015 2983 2856 2825 127 59 68 45 2802 2781 2761 53 2708 2688 2667 2632 2610 43 2567 2529 2505 2485 106 85 2379 1995
internal_count=3121 3100 46 3054 3015 2983 2856 2825 127 59 68 45 2802 2781 2761 53 2708 2688 2667 2632 2610 43 2567 2529 2505 2485 106 85 2379 1995
is_linear=0
shrinkage=0.1


Tree=8763
num_leaves=31
num_cat=0
split_feature=1429 474 157 475 43 475 31 123 34 10 4 51 12 9 3 50 2 15 0 51 3 51 1456 13 2 158 481 1455 159 1455
split_gain=2.80541e-10 4.86218e-10 3.34081e-10 2.90299e-10 4.12248e-10 3.40321e-10 2.7585e-10 7.70045e-10 5.66381e-10 4.66133e-10 4.5775e-09 7.57918e-09 4.3329e-09 3.5555e-10 1.9308e-09 2.8964e-10 1.07802e-09 2.11549e-09 1.84321e-09 4.34563e-10 2.22912e-09 7.37175e-10 1.46009e-09 7.15591e-10 8.97263e-10 6.57019e-10 1.0959e-09 8.12835e-10 1.22741e-09 1.15032e-09
threshold=0.12521000000000002 -0.45463999999999999 0.30844500000000002 -0.10664 -0.076834999999999987 -0.091889999999999986 -0.082169999999999979 0.083855000000000013 -0.08786999999999999 -0.011239999999999998 0.053180000000000012 0.087305000000000008 -0.081419999999999979 0.085555000000000006 -0.083784999999999984 -0.13200999999999999 0.10981000000000002 -0.067579999999999987 -0.069444999999999993 -0.14283999999999999 -0.05647499999999999 -0.10316499999999999 0.11510000000000002 0.021350000000000004 0.098260000000000014 0.11651000000000002 -0.073474999999999985 -0.097209999999999977 -0.016814999999999997 -0.089344999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 7 -7 -8 10 11 -10 -12 15 -15 16 17 -11 -18 20 23 -21 25 24 -17 27 -27 28 -23 -29
right_child=-2 2 -4 5 -6 6 8 -9 9 13 12 -13 -14 14 -16 19 18 -19 -20 21 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-4.8195414101942764e-07 3.7332490666841526e-07 5.6865170570236365e-08 3.7250080187808033e-07 3.9349451412817872e-07 -5.6256488340460986e-07 1.8608336649350576e-07 4.7672854429947619e-07 -5.8584140154900007e-07 -2.325181925146223e-06 2.6555260603799983e-07 -3.6982627074166887e-07 1.879796201365025e-07 1.604916345741003e-06 1.0234681252541121e-06 -2.7287607885547782e-07 5.3618187697187149e-08 8.5460857028672097e-07 -1.0523456015319206e-06 -3.1348896787416643e-07 -5.5215290295507202e-07 8.1046058977125758e-07 -9.6511969028318338e-07 7.2280264864182139e-07 3.47024098862841e-07 -7.963432153701433e-07 9.2896611107562428e-07 1.0288190261625071e-09 7.3364343236226843e-07 9.1208361719840142e-08 -9.725566303451902e-09
leaf_weight=21 20 21 24 22 22 24 25 28 21 21 25 28 20 20 27 27 22 29 35 24 39 22 28 22 23 20 35 21 22 2383
leaf_count=21 20 21 24 22 22 24 25 28 21 21 25 28 20 20 27 27 22 29 35 24 39 22 28 22 23 20 35 21 22 2383
internal_value=0 -2.40827e-09 8.61365e-10 -2.05727e-09 -2.60053e-07 1.62471e-09 -1.25765e-09 -2.29568e-07 2.78187e-09 -1.28425e-09 -2.20348e-07 -8.8909e-07 5.07837e-07 6.01788e-09 2.7876e-07 1.39514e-09 -1.59927e-07 -4.98828e-07 1.37356e-07 7.86979e-09 2.0157e-07 -5.45372e-10 4.6852e-09 -1.28245e-07 -3.37364e-07 -3.34807e-09 3.38461e-07 -1.10276e-08 -4.36956e-07 -3.23191e-09
internal_weight=0 3101 3080 3056 43 3013 2991 52 2939 2914 94 49 45 2820 47 2773 107 50 57 2666 111 2555 2531 72 50 2503 55 2448 44 2404
internal_count=3121 3101 3080 3056 43 3013 2991 52 2939 2914 94 49 45 2820 47 2773 107 50 57 2666 111 2555 2531 72 50 2503 55 2448 44 2404
is_linear=0
shrinkage=0.1


Tree=8764
num_leaves=31
num_cat=0
split_feature=120 121 11 33 2 2 45 4 14 11 147 148 150 49 147 147 148 151 96 376 1 9 4 9 2 4 4 480 0 16
split_gain=2.77905e-10 5.48581e-10 4.82478e-10 5.48094e-10 4.70893e-10 3.9567e-10 4.48581e-10 4.43777e-10 3.99564e-10 7.38059e-10 6.4597e-10 4.92099e-10 3.71369e-10 1.53232e-09 1.11524e-09 4.27159e-10 5.99883e-10 5.10359e-10 4.77426e-10 5.33943e-10 6.85685e-10 1.38141e-09 7.05292e-10 5.62335e-09 4.64965e-09 9.88271e-10 1.13274e-09 5.9454e-10 5.6921e-10 1.97902e-09
threshold=1.0000000180025095e-35 -0.082399999999999987 -0.011194999999999998 -0.009184999999999997 0.31765000000000004 0.15109000000000003 0.084355000000000013 -0.033174999999999989 0.083150000000000016 0.076560000000000003 0.099730000000000027 1.0000000180025095e-35 0.12640500000000002 -0.045154999999999994 0.092070000000000013 0.088145000000000015 -0.083779999999999979 -0.08422499999999998 0.087370000000000017 0.11357500000000002 0.13820500000000002 -1.0000000180025095e-35 0.053180000000000012 0.09055500000000001 -1.0000000180025095e-35 0.056795000000000005 0.058735000000000009 0.11191000000000002 -0.097024999999999986 -0.13941499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 8 -7 10 -10 11 12 14 -14 15 16 -5 -17 19 20 21 -18 24 25 -23 -24 -27 28 29 -26
right_child=1 -3 3 4 -6 7 -8 -9 9 -11 -12 -13 13 -15 -16 17 18 -19 -20 -21 -22 22 23 -25 27 26 -28 -29 -30 -31
leaf_value=4.5030309744712822e-07 -6.2146961608635014e-07 6.5714164503123569e-08 -4.4837784200892741e-07 4.8919308644949182e-07 4.8780317314367498e-07 1.5898016434740776e-07 3.5751122153568662e-07 -3.8568879845093725e-07 -6.3767759844200487e-07 9.508964780025054e-08 4.8544042852784388e-07 -3.7539480861342407e-07 2.7750282400190304e-07 -8.1898248026845978e-07 6.6417317091586137e-07 -6.7601731473132537e-07 6.1992101355931362e-07 7.9630259423405895e-09 -4.284323309775573e-07 5.1286527529387493e-07 -3.8480752971959869e-07 -1.403950294331935e-06 -5.3320381680507507e-07 1.5457642265258846e-06 -8.3972908816084186e-07 7.6889830066565157e-07 3.0037457742900162e-08 3.8795492759833768e-07 8.1892051201622733e-09 -3.4323811458847336e-08
leaf_weight=24 21 26 27 26 20 21 36 52 27 28 28 34 26 25 26 20 37 24 25 21 44 24 29 26 36 22 365 38 1763 200
leaf_count=24 21 26 27 26 20 21 36 52 27 28 28 34 26 25 26 20 37 24 25 21 44 24 29 26 36 22 365 38 1763 200
internal_value=0 -2.41325e-07 3.69049e-09 1.76163e-10 4.18243e-09 9.61517e-10 6.69101e-09 -2.29003e-07 2.32698e-09 -2.64632e-07 7.49879e-09 2.73807e-09 7.36771e-09 -2.5999e-07 1.23696e-08 6.09301e-09 1.12125e-08 -3.02937e-07 6.4872e-09 1.06611e-08 6.57971e-09 1.33596e-08 4.3933e-09 1.19019e-07 -2.01892e-08 2.98474e-08 7.20399e-08 -3.88569e-09 -1.13344e-08 -1.57182e-07
internal_weight=0 47 3074 3050 3023 3003 2930 73 2894 55 2839 2811 2777 51 2726 2700 2656 44 2630 2605 2584 2540 2503 442 2061 416 387 2037 1999 236
internal_count=3121 47 3074 3050 3023 3003 2930 73 2894 55 2839 2811 2777 51 2726 2700 2656 44 2630 2605 2584 2540 2503 442 2061 416 387 2037 1999 236
is_linear=0
shrinkage=0.1


Tree=8765
num_leaves=31
num_cat=0
split_feature=9 12 33 40 120 104 34 34 39 124 376 45 47 47 2 12 47 1 1 480 479 1 2 15 150 151 1 0 51 151
split_gain=2.79722e-10 1.09671e-09 7.48206e-10 2.70146e-10 5.13094e-10 2.97037e-10 4.85511e-10 4.37409e-10 2.71675e-10 4.40302e-10 3.30893e-10 3.36297e-10 3.60801e-10 2.30445e-09 1.84799e-09 3.23634e-09 5.84735e-10 3.93697e-10 5.22988e-09 2.63231e-09 1.07914e-09 9.01904e-10 2.05251e-09 1.11381e-09 1.41066e-09 1.1087e-09 1.40185e-09 2.07612e-09 2.05002e-09 1.24935e-09
threshold=0.092235000000000011 -0.010834999999999999 -0.0066799999999999993 -0.24290999999999999 0.093680000000000013 0.088500000000000009 -0.086059999999999984 -0.083689999999999987 0.11365500000000002 0.021010000000000004 -1.0000000180025095e-35 0.094030000000000016 0.092165000000000011 0.09585500000000001 -0.0050599999999999994 -0.07415999999999999 0.089640000000000011 0.094220000000000012 0.092945000000000014 0.11191000000000002 0.093525000000000011 0.10920500000000001 0.11474000000000002 -0.07490999999999999 0.11656000000000001 0.084990000000000024 0.10658000000000002 -0.066689999999999985 0.091630000000000003 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -5 -8 9 10 -9 12 14 -14 15 -12 17 18 19 20 -16 22 25 -23 -25 26 28 -28 29 -19
right_child=1 -3 3 4 -6 -7 7 8 -10 -11 11 -13 13 -15 16 -17 -18 21 -20 -21 -22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=5.1861138997212819e-07 3.08605086667799e-07 -5.9093316139930704e-07 -3.4211251814845725e-07 4.6927842809261415e-07 5.0673081489094337e-07 -3.6755683787894423e-07 -4.3663377630803989e-07 -3.0028432165510014e-07 -2.2317622335669582e-07 3.5782500203497748e-07 -2.0487948688696635e-07 -3.1749406534942184e-07 -1.0822794282913409e-06 -1.4030566115976157e-08 8.635743940762577e-09 1.5941032711452863e-06 -4.7175529357446072e-07 -2.725758291396629e-07 -1.2174338618413979e-06 8.5138271724399356e-07 -6.4015470946707446e-07 1.0464182902664482e-07 1.1916483822460579e-06 -1.0995219427041905e-07 -1.0838864488960097e-06 -5.3902706750622287e-07 1.4625466560325151e-06 2.1671283150226376e-08 -7.3419899531647677e-07 3.7572608168829904e-07
leaf_weight=28 23 33 23 22 20 22 23 36 53 35 20 32 22 246 1837 20 25 39 35 37 26 153 20 58 20 22 20 20 26 125
leaf_count=28 23 33 23 22 20 22 23 36 53 35 20 32 22 246 1837 20 25 39 35 37 26 153 20 58 20 22 20 20 26 125
internal_value=0 -2.2148e-07 4.04822e-09 -6.95864e-10 1.90951e-09 -1.46271e-09 1.24727e-09 -2.24313e-09 1.17025e-09 5.30747e-09 9.61535e-10 4.83055e-09 8.55281e-09 -1.01723e-07 2.03602e-08 6.94612e-07 9.41008e-09 1.43441e-08 -6.14428e-09 1.61689e-08 -4.18766e-10 9.31612e-08 2.16562e-07 -5.21418e-08 -3.59679e-07 1.39174e-07 2.04046e-07 7.42109e-07 9.07691e-08 2.21557e-07
internal_weight=0 56 3065 3037 3014 2994 2972 2950 2927 2874 2839 2803 2771 268 2503 40 2463 2438 1935 1900 1863 503 272 231 78 252 230 40 190 164
internal_count=3121 56 3065 3037 3014 2994 2972 2950 2927 2874 2839 2803 2771 268 2503 40 2463 2438 1935 1900 1863 503 272 231 78 252 230 40 190 164
is_linear=0
shrinkage=0.1


Tree=8766
num_leaves=31
num_cat=0
split_feature=130 12 9 12 11 9 41 41 0 97 104 10 2 132 1203 132 50 12 52 2 0 390 133 131 131 1447 13 15 13 1212
split_gain=2.53176e-10 5.78952e-10 3.08967e-10 1.14671e-09 6.72895e-10 9.74437e-10 4.05049e-10 1.22054e-09 3.16615e-10 3.10211e-10 4.97283e-10 3.12931e-10 2.74131e-10 2.86009e-10 7.19158e-09 4.02836e-09 9.91814e-10 3.78085e-10 3.773e-10 7.64645e-10 4.10502e-10 3.22206e-10 5.91473e-10 2.62167e-10 1.76917e-09 1.29277e-09 1.16768e-09 2.56659e-09 1.14683e-09 7.1075e-10
threshold=-0.23647499999999996 0.23631000000000002 0.092235000000000011 -0.010834999999999999 -1.0000000180025095e-35 0.088235000000000022 0.086565000000000017 0.090905000000000014 -0.11756999999999999 -0.086464999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -0.0050599999999999994 -0.083284999999999984 0.089165000000000008 -0.076764999999999986 0.093975000000000017 0.11527000000000001 0.090645000000000017 0.088555000000000009 -0.087084999999999982 0.087590000000000015 -0.089569999999999983 0.090690000000000007 0.090175000000000019 0.059120000000000013 -0.077944999999999987 -0.0072999999999999992 -0.074519999999999989 0.087440000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 9 -8 -9 -6 11 12 -11 14 16 -15 17 18 19 20 -14 23 -23 24 25 -17 27 -25 -28 -30
right_child=1 -3 3 -5 5 -7 7 8 -10 10 -12 -13 13 15 -16 21 -18 -19 -20 -21 -22 22 -24 26 -26 -27 28 -29 29 -31
leaf_value=-3.5464069242152618e-07 5.1941383503617546e-07 5.1346513743055764e-07 2.7774454977084729e-07 -6.7520282535887038e-07 -3.6871515822381098e-07 -6.9722759121759736e-07 9.0163853315061717e-07 2.8392907438501428e-07 -1.9369036449136599e-07 2.9071647844602921e-07 4.4405817982351437e-07 -3.1004329533364705e-07 3.1915990785609423e-07 -1.4260675811783587e-06 1.8603293783923747e-06 -1.9721135241968942e-08 -7.4458921869249718e-07 3.9403835231155434e-07 2.3083250643975912e-07 -6.2239433560236013e-07 -1.7994717110367575e-07 6.6593363172273719e-07 -9.39281075521389e-08 5.8198172500293338e-08 -9.5422711936521405e-07 5.6118237217525845e-07 -6.5835511428793745e-07 1.3297771509066728e-06 1.3356375331318437e-07 -3.3951950123368178e-07
leaf_weight=20 25 22 23 28 23 20 20 23 35 32 25 33 26 20 21 2166 21 20 31 27 45 20 21 57 20 39 26 22 171 39
leaf_count=20 25 22 23 28 23 20 20 23 35 32 25 33 26 20 21 2166 21 20 31 27 45 20 21 57 20 39 26 22 171 39
internal_value=0 2.2969e-09 -1.35549e-09 -2.45442e-07 2.75562e-09 -1.54557e-09 3.11874e-09 2.28e-07 -4.28955e-09 -2.91937e-09 -1.10202e-13 -3.88581e-09 -3.08195e-10 -3.64372e-09 1.14466e-07 -1.23169e-08 -1.01199e-07 -1.05204e-08 -7.32427e-08 -1.6943e-07 2.82444e-09 -1.36185e-09 2.76736e-07 -5.85083e-09 -1.79391e-08 -9.44665e-09 7.95343e-08 4.12309e-07 -3.18606e-08 4.57054e-08
internal_weight=0 3101 3079 51 3028 3003 2983 78 58 2905 2882 2857 2824 2792 191 2601 170 149 129 98 71 2581 41 2540 2225 2205 315 79 236 210
internal_count=3121 3101 3079 51 3028 3003 2983 78 58 2905 2882 2857 2824 2792 191 2601 170 149 129 98 71 2581 41 2540 2225 2205 315 79 236 210
is_linear=0
shrinkage=0.1


Tree=8767
num_leaves=31
num_cat=0
split_feature=1447 2 1447 1456 1 1 3 10 1 480 1 16 3 2 1 3 16 12 1 151 1 3 16 4 43 16 474 151 42 1428
split_gain=3.13127e-10 4.73696e-10 2.80967e-10 3.62704e-10 3.22912e-10 9.69324e-09 1.15587e-08 5.87672e-09 1.8221e-09 6.74654e-10 6.45153e-10 3.27964e-09 2.2124e-09 2.1544e-09 2.11769e-09 1.66743e-09 2.20096e-09 1.96273e-09 1.8264e-09 1.64864e-09 1.5143e-09 1.43961e-09 1.36087e-09 7.14425e-10 1.78517e-09 3.91093e-09 1.04849e-09 1.18133e-09 1.55565e-09 1.30753e-09
threshold=0.071705000000000005 0.086825000000000013 1.0000000180025095e-35 0.11772000000000001 0.093700000000000019 0.09253500000000002 -0.070099999999999982 -0.0082499999999999987 0.094465000000000007 0.11144000000000001 0.085475000000000009 -0.092484999999999984 -0.079594999999999985 0.08647500000000001 0.084785000000000013 -0.082794999999999994 -0.080954999999999985 0.089885000000000007 0.089475000000000013 -0.0038099999999999996 0.087865000000000013 -0.012939999999999998 -0.07550999999999998 0.056795000000000005 -0.095049999999999982 -0.071854999999999988 -0.091284999999999991 0.0045550000000000009 0.086555000000000007 0.087445000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -7 -1 -6 10 14 13 15 -12 23 16 -13 -17 20 -14 -18 -21 -20 26 -25 -26 -9 29 -29 -28
right_child=1 -3 -4 -5 8 6 -8 9 -10 -11 11 12 19 -15 -16 17 18 -19 22 21 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-1.7115594732786123e-06 5.7180044639911409e-08 -6.2283307443067317e-07 3.3753357729437999e-07 -3.2386993345479663e-07 -8.3838344449662015e-07 7.1859479406227299e-08 3.2695223207213073e-06 -6.341504348273265e-07 -1.954781716382479e-08 -4.3727456138433561e-07 -7.5181487702025152e-09 1.1244549223529586e-06 7.5578178382329501e-09 -1.4128190645124051e-06 -9.5873675292068579e-07 8.016369912928151e-08 3.5203141751913963e-07 -1.094871889844875e-06 -3.3388917215589849e-09 6.1553946295589412e-07 -7.4777734809113985e-07 1.7108371691522606e-06 1.062507311871741e-06 -5.3838172131636064e-07 6.8191581601992306e-08 1.2690805867103283e-06 -3.345560130311978e-08 1.0249771269741359e-06 -1.5827306299343035e-07 7.8105114312165822e-07
leaf_weight=20 21 20 25 34 28 26 20 27 923 33 24 27 20 20 23 44 21 21 23 28 31 21 25 29 134 34 1354 25 20 20
leaf_count=20 21 20 25 34 28 26 20 27 923 33 24 27 20 20 23 44 21 21 23 28 31 21 25 29 134 34 1354 25 20 20
internal_value=0 -2.74534e-07 3.6552e-09 9.22974e-10 4.57837e-09 2.67385e-08 1.46215e-06 -5.88447e-09 -4.36565e-08 1.11382e-08 1.86459e-08 1.5236e-07 2.86998e-07 -6.46291e-07 -5.83347e-09 1.12462e-07 3.23289e-07 -2.99463e-07 1.06975e-07 7.72664e-07 -3.03624e-07 1.08495e-06 5.51789e-07 7.50602e-09 1.86159e-07 3.11229e-07 -1.68333e-08 -5.08731e-09 4.99088e-07 -2.15996e-08
internal_weight=0 41 3080 3055 3021 2070 46 2024 951 2004 1971 305 261 44 1666 192 127 65 100 69 52 49 48 1643 197 168 1446 1419 45 1374
internal_count=3121 41 3080 3055 3021 2070 46 2024 951 2004 1971 305 261 44 1666 192 127 65 100 69 52 49 48 1643 197 168 1446 1419 45 1374
is_linear=0
shrinkage=0.1


Tree=8768
num_leaves=31
num_cat=0
split_feature=120 52 130 33 9 3 9 16 16 457 156 16 156 1374 150 1373 52 13 13 52 2 1447 2 3 2 2 4 42 15 52
split_gain=2.87711e-10 5.48465e-10 4.23398e-10 3.20722e-10 5.01195e-10 2.09409e-09 6.35142e-10 2.91386e-10 7.21802e-10 7.46354e-10 6.4039e-10 2.1564e-09 9.83168e-10 1.06737e-09 1.81932e-09 1.3418e-09 8.1333e-10 8.01645e-10 7.79073e-10 7.508e-10 7.03161e-10 5.74846e-09 3.67067e-09 4.66424e-09 2.01573e-09 1.91124e-09 2.21404e-09 2.91874e-09 1.80571e-09 1.69735e-09
threshold=1.0000000180025095e-35 -0.014264999999999998 -0.23123999999999997 -0.044254999999999996 0.091600000000000015 -0.13309499999999996 0.084755000000000011 -0.008069999999999999 -0.0073349999999999986 -0.089059999999999986 0.087720000000000006 -0.013024999999999998 0.087045000000000011 0.087110000000000007 0.088040000000000021 0.075690000000000021 -0.016949999999999996 -0.42195999999999995 -0.50061499999999992 -0.14765999999999999 0.091055000000000011 0.040965000000000008 0.093175000000000022 -0.075944999999999985 0.090425000000000019 0.094095000000000012 -0.072334999999999997 0.088795000000000013 0.11069000000000001 -0.069804999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 7 10 -9 -10 12 16 13 15 -15 17 -12 18 -5 -19 21 24 23 -22 28 -24 27 -27 -21 -28
right_child=1 -3 3 4 5 -7 -8 8 9 -11 11 -13 -14 14 -16 -17 -18 19 -20 20 22 -23 25 -25 -26 26 29 -29 -30 -31
leaf_value=4.6237080148614495e-07 8.8874484778974274e-08 -5.9449200119596084e-07 3.9021319718726554e-07 2.5906674636644313e-08 4.3940124647499283e-07 -8.3628222220736895e-07 5.0540537381493778e-07 -6.3962705773690234e-07 4.4219888337693194e-07 -4.8905908902444663e-08 -3.8033795905698021e-07 1.1176199524490347e-06 -5.9011513150258669e-07 -8.2658578056301251e-08 1.2087415115047407e-06 -7.0734590768604626e-07 3.1405645509531079e-07 5.0649904643762515e-07 -8.4617356578963246e-07 6.0110696165441837e-09 1.9323098415537844e-07 -1.5959088331200015e-06 -7.5629840917797762e-07 1.7693306460841997e-06 -8.1966088105963508e-07 5.7189296250836577e-08 5.6501420262280686e-07 1.5441875844275772e-06 9.2198051168617732e-07 -8.105906824246246e-08
leaf_weight=20 24 23 21 20 22 31 25 20 32 939 31 23 27 24 20 26 37 32 21 991 57 23 31 28 29 33 45 22 22 422
leaf_count=20 24 23 21 20 22 31 25 20 32 939 31 23 27 24 20 26 37 32 21 991 57 23 31 28 29 33 45 22 22 422
internal_value=0 -2.45539e-07 3.76228e-09 7.58955e-10 -1.93756e-09 -3.06753e-07 3.48366e-09 -7.62722e-10 -4.49696e-08 -3.27212e-08 2.15433e-08 2.80603e-07 8.95681e-09 1.7719e-08 5.04341e-07 5.83696e-09 -2.5057e-09 1.62777e-08 -4.20769e-07 2.66056e-08 1.75882e-08 -3.2146e-08 1.00609e-07 7.12417e-07 2.3708e-09 6.56932e-09 5.18737e-08 6.51989e-07 2.59038e-08 -1.88036e-08
internal_weight=0 47 3074 3054 3033 53 2980 2955 991 971 1964 91 1873 1846 44 1802 68 1776 41 1735 1703 1065 638 85 1042 553 522 55 1013 467
internal_count=3121 47 3074 3054 3033 53 2980 2955 991 971 1964 91 1873 1846 44 1802 68 1776 41 1735 1703 1065 638 85 1042 553 522 55 1013 467
is_linear=0
shrinkage=0.1


Tree=8769
num_leaves=31
num_cat=0
split_feature=46 1429 156 11 3 1428 47 47 47 4 4 0 31 34 97 11 148 447 10 16 151 4 4 4 48 147 12 12 1 1
split_gain=2.65481e-10 3.53622e-10 9.44205e-10 3.82791e-10 1.08314e-09 5.80324e-10 3.21118e-10 2.19641e-09 2.19368e-09 3.43142e-10 5.27534e-10 4.37501e-10 4.23975e-10 6.15571e-10 1.6418e-09 6.95625e-10 3.75846e-10 5.6142e-10 3.71932e-10 1.28548e-09 3.69294e-10 1.74844e-09 2.68345e-09 1.57529e-09 6.79288e-10 1.00614e-09 4.27604e-10 2.06421e-09 1.32461e-09 2.8219e-09
threshold=0.096120000000000011 -0.23752499999999996 0.32523500000000005 0.097680000000000017 -0.14847999999999997 0.10024500000000001 0.094460000000000002 0.091340000000000018 0.096770000000000009 -0.52556499999999995 -0.50940999999999981 0.048635000000000005 -0.082169999999999979 -0.057544999999999992 -0.049229999999999996 -1.0000000180025095e-35 -0.10069499999999999 0.094580000000000011 -0.0093599999999999985 -0.090344999999999995 0.056735000000000001 0.033845000000000007 -0.0092149999999999992 -0.013125 -0.11155999999999998 0.090830000000000008 0.085355000000000014 0.085250000000000006 0.088975000000000012 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 9 -8 11 -11 -3 -12 14 -14 -15 -17 18 19 -18 24 22 23 -22 -20 26 27 28 -26 -30
right_child=-2 2 -4 4 -6 -7 8 -9 -10 10 12 -13 13 15 -16 16 17 -19 20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-4.2222424525562022e-07 2.7386901657726929e-07 -3.3272293703270233e-08 6.8448629519934912e-07 -7.8028038031966976e-07 1.70608130929395e-07 5.2346338531519684e-07 -1.0641495052254867e-06 1.0017438817364813e-06 -2.496270110870408e-08 -4.2296759318105619e-07 -3.2426378005823152e-07 6.2024425034223902e-07 -2.6764383433559987e-07 -5.6271533488618595e-07 9.1683750252968818e-07 3.5388757803881772e-07 -2.1104539284890594e-07 -4.5570379362053007e-07 -5.6444539599066387e-07 7.8408995545942169e-07 5.0129661504937628e-07 -4.2457258042773135e-07 1.243923695400158e-06 -6.7918153092705333e-07 5.4334020724365763e-08 7.0004753482066918e-07 1.869403647845239e-08 -1.0762931525221121e-06 -1.0912335571075263e-06 -1.0184629198630647e-07
leaf_weight=20 35 21 20 23 25 21 22 22 265 30 40 20 22 22 25 30 27 27 22 25 26 33 27 20 467 20 1483 20 33 228
leaf_count=20 35 21 20 23 25 21 22 22 265 30 40 20 22 22 25 30 27 27 22 25 26 33 27 20 467 20 1483 20 33 228
internal_value=0 -3.10014e-09 -3.66132e-10 -4.86286e-09 -2.85026e-07 -3.77265e-10 -4.07248e-09 6.65525e-09 -1.04622e-07 -1.55012e-09 -6.03041e-09 2.85516e-07 -1.21404e-09 3.83953e-09 3.62399e-07 -2.87454e-09 2.07582e-09 -2.21806e-09 2.8186e-09 2.67385e-07 -2.96427e-09 1.79482e-07 4.52548e-07 -1.19548e-08 -1.14726e-08 -6.06812e-09 -1.23982e-08 -7.40422e-08 -4.65078e-08 -2.26941e-07
internal_weight=0 3086 3066 3046 48 2998 2977 2690 287 2668 2627 41 2597 2557 47 2510 2488 2458 2431 52 2379 106 73 46 2273 2251 2231 748 728 261
internal_count=3121 3086 3066 3046 48 2998 2977 2690 287 2668 2627 41 2597 2557 47 2510 2488 2458 2431 52 2379 106 73 46 2273 2251 2231 748 728 261
is_linear=0
shrinkage=0.1


Tree=8770
num_leaves=31
num_cat=0
split_feature=448 1348 1 1 1 1 9 1 1447 1 480 456 13 52 456 456 457 456 150 0 151 132 15 393 2 457 457 390 0 3
split_gain=2.76587e-10 3.62525e-10 2.71514e-10 5.61611e-09 5.08791e-09 4.79009e-09 1.80355e-09 1.35984e-09 1.28161e-09 1.16003e-09 8.72452e-10 7.55158e-10 2.48415e-09 1.57277e-09 9.88999e-10 7.46359e-10 1.16466e-09 7.85779e-10 1.99225e-09 1.60259e-09 7.29002e-10 6.30384e-10 7.31255e-09 5.91333e-09 7.1388e-10 6.40403e-10 7.14071e-10 6.15114e-10 6.03179e-10 1.1616e-09
threshold=0.030280000000000001 0.093335000000000015 0.092845000000000025 0.09202500000000001 0.091535000000000019 0.093400000000000025 0.081890000000000004 0.094090000000000021 0.059120000000000013 0.094715000000000008 0.11144000000000001 0.087555000000000008 -0.086804999999999979 -0.015069999999999998 0.085800000000000015 0.041000000000000002 -0.10142499999999997 -0.085409999999999986 0.10699000000000002 -0.23001499999999997 0.084350000000000008 -0.083284999999999984 0.091650000000000023 0.11213000000000002 0.083865000000000009 0.085360000000000005 0.064110000000000014 0.088375000000000023 -0.23051499999999997 0.11924500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -4 8 -7 10 -9 11 14 -13 -14 15 16 -1 -18 19 -19 21 22 24 25 -21 26 27 -23 29 -11
right_child=-2 -3 5 -5 -6 7 -8 9 -10 28 -12 12 13 -15 -16 -17 17 18 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.6508796723828706e-07 -3.0738884715156961e-07 3.9841787487721777e-07 -1.4389556577990939e-06 1.3561689878735428e-06 -1.447393800901864e-06 7.3469874068976542e-07 9.621045862218125e-07 -7.1388551342958337e-07 6.0765951567581012e-07 -7.901348154788409e-07 -4.9057843511945973e-07 1.1857533422698908e-06 -5.0923921383566098e-07 4.6707659623907056e-07 -6.3210357143361764e-07 5.5513286791134921e-07 5.7061406408820405e-07 7.3350594381812097e-07 -7.8731525814390586e-07 -6.100251731311346e-07 5.1170676232248765e-07 -1.8948588430296235e-08 1.8294837957455457e-06 -1.6993301052198584e-06 5.5930680070407167e-09 4.6427573719500156e-07 -5.83939777760117e-07 4.6292074418690594e-07 1.0166470795521794e-08 1.8875259089864729e-07
leaf_weight=20 29 23 24 31 24 24 20 24 35 27 36 23 33 33 25 24 24 30 32 22 27 1405 23 21 131 28 22 27 852 22
leaf_count=20 29 23 24 31 24 24 20 24 35 27 36 23 33 33 25 24 24 30 32 22 27 1405 23 21 131 28 22 27 852 22
internal_value=0 2.88398e-09 -8.02694e-11 2.01853e-08 1.29338e-10 -4.37355e-08 1.71507e-08 -8.45072e-09 7.79933e-09 -2.77324e-08 -2.77223e-09 6.23343e-09 2.90797e-07 -2.10813e-08 -7.37548e-09 1.13116e-09 -6.20661e-09 2.26305e-09 -5.45212e-09 8.9601e-09 -3.78103e-09 -1.20706e-08 1.6699e-07 -3.30385e-08 -8.29272e-08 -9.42703e-09 -1.85492e-08 -9.86306e-09 -9.45533e-09 -3.50634e-07
internal_weight=0 3092 3069 2096 2065 973 2041 949 2021 925 1986 1950 89 66 1861 1836 1812 1792 1768 1736 1706 1679 176 1503 153 1482 1454 1432 901 49
internal_count=3121 3092 3069 2096 2065 973 2041 949 2021 925 1986 1950 89 66 1861 1836 1812 1792 1768 1736 1706 1679 176 1503 153 1482 1454 1432 901 49
is_linear=0
shrinkage=0.1


Tree=8771
num_leaves=31
num_cat=0
split_feature=132 393 1203 130 12 1209 3 1208 1209 401 1212 42 42 4 42 42 1213 403 4 403 481 481 13 42 42 42 2 42 15 2
split_gain=3.12377e-10 1.46857e-09 1.38387e-09 2.69254e-10 5.03308e-10 2.56102e-10 1.05235e-09 7.59504e-10 3.29802e-10 6.30153e-10 3.70369e-10 3.15509e-10 3.69642e-09 7.47378e-09 3.09077e-09 2.03927e-09 1.20129e-09 4.46184e-09 3.55521e-09 1.45349e-09 8.61769e-10 1.73786e-09 1.58382e-09 1.43526e-09 1.311e-09 8.3242e-10 8.31068e-10 6.93748e-09 9.86501e-09 2.99385e-09
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 -0.23647499999999996 0.23631000000000002 0.10691500000000002 -0.082334999999999978 0.092250000000000013 -0.094304999999999986 0.13522500000000001 0.13795000000000002 0.087505000000000013 0.086950000000000013 -0.078439999999999996 0.087745000000000004 0.086730000000000015 0.04198000000000001 -0.44023999999999991 -0.082594999999999988 -0.084339999999999984 -0.087424999999999989 -0.081334999999999977 -0.085964999999999986 0.08623500000000002 0.086375000000000021 0.085730000000000015 0.090050000000000005 0.090395000000000017 -0.013104999999999999 0.088745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 7 -7 8 -5 10 11 12 15 -14 -13 20 17 -16 -18 -19 22 -22 -10 25 -25 -23 29 28 -28 -21
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12 14 13 -15 16 -17 18 19 -20 26 21 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-3.5162482239271338e-08 -3.6322120195109169e-07 8.2255705329068649e-07 -9.0839915252161067e-07 4.063834114731435e-07 4.8143850260761281e-07 6.8707843949001617e-07 -1.4782653907887935e-07 -5.5189742579386801e-07 6.1371958997155808e-08 -5.2240344283073567e-07 4.1187902478544525e-07 -1.102390108455977e-06 2.3732361205475176e-06 -5.0038107052127346e-08 -1.3661119878634054e-06 -1.0054358551769838e-06 1.5082555268008947e-06 6.3062007658696559e-07 -6.0598136450642838e-08 -7.0412733221974203e-08 7.5307528355494926e-07 3.6818985565827102e-09 -1.0130802837940553e-06 1.1382174372036909e-06 1.0074366543747226e-07 -4.7006421981988847e-07 -4.0794256183186343e-08 -1.1412395872767434e-07 2.6237536681369041e-06 -1.2281762399387239e-06
leaf_weight=196 20 22 20 20 22 26 36 25 34 23 22 27 20 35 25 20 20 34 52 322 32 1548 23 21 29 38 33 328 24 24
leaf_count=196 20 22 20 20 22 26 36 25 34 23 22 27 20 35 25 20 20 34 52 322 32 1548 23 21 29 38 33 328 24 24
internal_value=0 8.63065e-09 -1.16018e-07 2.41963e-09 4.97388e-09 1.28426e-09 2.02295e-07 -3.20033e-09 1.78058e-09 -1.1792e-09 3.24284e-09 -1.0041e-10 2.39723e-08 8.31153e-07 -4.88416e-08 -1.4689e-09 -1.58418e-08 -5.14805e-08 3.75195e-07 -8.51873e-09 1.01713e-08 2.32372e-08 -3.72179e-07 8.96166e-09 5.36483e-07 -7.66889e-09 -3.82461e-08 6.28343e-08 1.08112e-06 -1.5072e-07
internal_weight=0 2905 216 2883 2863 2841 62 2779 2754 2734 2711 2689 1800 55 889 1745 862 790 72 765 1725 1668 57 1636 50 1586 731 385 57 346
internal_count=3121 2905 216 2883 2863 2841 62 2779 2754 2734 2711 2689 1800 55 889 1745 862 790 72 765 1725 1668 57 1636 50 1586 731 385 57 346
is_linear=0
shrinkage=0.1


Tree=8772
num_leaves=31
num_cat=0
split_feature=12 130 10 16 9 51 97 34 9 2 0 132 1185 15 12 47 3 12 1213 1204 45 4 4 4 0 403 4 4 0 4
split_gain=2.73028e-10 3.66942e-10 2.81305e-10 3.6303e-09 4.46602e-09 6.51467e-10 2.97586e-10 7.45198e-10 7.42867e-10 1.11875e-09 9.15979e-10 2.59332e-10 1.51859e-09 1.1679e-09 2.67953e-10 4.36605e-10 3.27406e-10 4.13597e-10 3.15085e-10 4.47522e-10 2.54611e-10 3.30695e-10 1.72765e-09 1.18683e-09 1.88108e-09 1.15342e-09 1.7659e-09 1.00425e-09 8.85686e-10 5.26045e-09
threshold=0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.056919999999999991 0.082870000000000013 0.091630000000000003 -0.085969999999999977 -0.057544999999999992 0.088235000000000022 -1.0000000180025095e-35 -0.010949999999999998 -0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.11527000000000001 0.085770000000000027 -0.080104999999999996 0.089210000000000025 -1.0000000180025095e-35 -0.084344999999999989 0.094030000000000016 -0.07533999999999999 -0.076229999999999978 -0.072334999999999997 -0.077999999999999986 -0.44023999999999991 -0.070499999999999993 -0.07712999999999999 -0.086934999999999985 -0.081714999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4 -8 9 -9 -10 13 -13 14 15 16 17 18 -11 -20 21 22 27 24 -23 -25 -27 28 29 -14
right_child=-2 2 6 -5 -6 -7 7 8 10 11 -12 12 20 -15 -16 -17 -18 -19 19 -21 -22 23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=3.6959468261514943e-07 -3.4326414752582506e-07 -3.4255215256246845e-07 -3.6134250247308521e-07 7.1227730646400591e-07 -1.8254571700992983e-06 3.7671243092063383e-07 4.4203151481689513e-07 6.0573102843825896e-07 -9.0559797030209674e-07 -2.4797748141799244e-07 1.0724978919777566e-08 8.5740747679318754e-07 1.0306860060461038e-07 -6.8249235795292408e-07 2.7477370798984727e-07 -4.7427962231500429e-07 2.6963632661493521e-07 -4.803603889600016e-07 -9.2409915737334823e-08 4.9389072430635082e-07 -2.6429514215513859e-07 1.2630227263343841e-06 -8.9619572003871526e-07 -5.559174884611446e-07 -5.0112289014710622e-08 9.664525853736449e-07 2.0661252700222569e-08 6.488009091754066e-07 1.1461903700041226e-08 -1.1933849351159321e-06
leaf_weight=27 23 34 22 33 20 20 39 31 20 29 24 21 115 30 28 22 35 21 30 23 35 20 23 34 24 20 1526 22 727 43
leaf_count=27 23 34 22 33 20 20 39 31 20 29 24 21 115 30 28 22 35 21 30 23 35 20 23 34 24 20 1526 22 727 43
internal_value=0 2.55223e-09 -6.74783e-10 -1.59967e-07 -5.48941e-07 -7.61579e-08 5.07566e-09 7.8157e-09 1.98228e-09 8.25783e-09 -4.05785e-07 1.70844e-09 1.04602e-08 -1.03072e-07 -1.06114e-08 -6.05538e-08 5.4025e-09 -8.43857e-08 1.70225e-08 1.62022e-07 3.59043e-09 7.26153e-09 -4.0289e-08 3.44918e-08 5.46767e-07 2.02259e-08 3.28966e-08 -1.85846e-08 -3.5175e-08 -2.49764e-07
internal_weight=0 3098 3071 107 74 54 2964 2942 2903 2859 44 2828 2610 218 188 160 138 103 82 53 2589 2554 930 1624 44 1580 1546 907 885 158
internal_count=3121 3098 3071 107 74 54 2964 2942 2903 2859 44 2828 2610 218 188 160 138 103 82 53 2589 2554 930 1624 44 1580 1546 907 885 158
is_linear=0
shrinkage=0.1


Tree=8773
num_leaves=31
num_cat=0
split_feature=46 12 4 97 34 10 4 51 34 9 2 52 52 13 16 16 2 2 481 1212 2 12 42 4 160 484 16 4 401 4
split_gain=2.72241e-10 3.09597e-10 4.17331e-10 3.16245e-10 5.40223e-10 7.60409e-10 4.4066e-09 6.92951e-09 7.09785e-10 7.26207e-10 9.17121e-10 3.29246e-10 1.0532e-09 7.85972e-10 1.38587e-09 1.19973e-09 9.56136e-10 8.46624e-09 4.14294e-09 2.50188e-09 2.16539e-09 2.715e-09 1.79766e-09 1.72837e-09 1.14436e-09 1.63672e-09 1.36361e-09 1.2793e-09 1.07487e-09 2.29893e-09
threshold=0.096120000000000011 0.23631000000000002 0.63113500000000011 -0.086464999999999986 -0.08786999999999999 -0.011559999999999999 0.053180000000000012 0.08955500000000001 -0.057544999999999992 0.088235000000000022 -1.0000000180025095e-35 0.091275000000000009 0.090245000000000006 -0.097224999999999992 0.15891500000000003 -0.5009849999999999 0.092875000000000013 0.093840000000000021 -0.085749999999999979 0.086995000000000017 0.089725000000000013 0.086655000000000024 0.088200000000000014 -0.080744999999999997 -0.43215499999999996 -0.017214999999999998 -0.080789999999999987 -0.015039999999999998 1.0000000180025095e-35 -0.07168999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -7 10 -10 12 -12 -13 15 -15 18 -18 -17 20 21 -20 -22 -23 27 -26 -27 -25 29 -19
right_child=-2 -3 -4 4 5 8 -8 -9 9 -11 11 13 -14 14 -16 16 17 28 19 -21 22 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-3.8176810580704449e-07 2.773303486134994e-07 -3.7693781426252251e-07 3.8383841250829879e-07 3.8933955498318284e-07 -2.2977504643438896e-06 5.8182006828896448e-07 4.9012210329668028e-07 2.4184515930094432e-07 5.4515794270246845e-07 -4.3025220055443909e-07 8.8261799967343094e-09 2.8031887144545446e-07 6.1554757411974194e-07 -7.0251603249614296e-07 -7.7366260088324611e-07 -1.3080575710335194e-06 2.0874937104764511e-06 -9.0475202555215657e-07 -7.5314693946084951e-07 8.4749178949417417e-07 -1.0623720957990093e-07 8.929044821096947e-07 -1.2712284026755934e-06 1.0390528996140346e-06 4.2991499682372068e-07 3.6113731092448443e-08 -1.0335983246862339e-06 -5.4503228936838525e-08 5.3931275035578301e-07 1.3949085610803628e-08
leaf_weight=22 35 22 28 35 21 21 37 22 31 39 2133 60 29 28 29 28 20 33 36 29 26 30 27 20 27 22 26 23 26 156
leaf_count=22 35 22 28 35 21 21 37 22 31 39 2133 60 29 28 29 28 20 33 36 29 26 30 27 20 27 22 26 23 26 156
internal_value=0 -3.14304e-09 -4.5913e-10 -4.00338e-09 -1.24597e-09 -5.83492e-09 -3.09971e-07 -9.98422e-07 2.55792e-09 -1.6688e-09 4.21875e-09 -1.75316e-09 1.69644e-08 -6.43963e-08 -9.96913e-08 -6.46013e-08 -3.08364e-08 1.19537e-07 -1.51033e-07 -2.9241e-08 -1.3652e-07 2.57064e-08 -6.99723e-07 2.15157e-07 4.28486e-08 -1.92951e-07 -5.43314e-07 4.54128e-07 -6.35285e-08 -1.46459e-07
internal_weight=0 3086 3064 3036 3014 2979 80 43 2899 2878 2839 2808 2162 646 586 557 529 235 294 266 237 184 53 148 118 75 48 43 215 189
internal_count=3121 3086 3064 3036 3014 2979 80 43 2899 2878 2839 2808 2162 646 586 557 529 235 294 266 237 184 53 148 118 75 48 43 215 189
is_linear=0
shrinkage=0.1


Tree=8774
num_leaves=31
num_cat=0
split_feature=33 47 47 47 151 2 150 15 4 151 124 48 31 1453 51 151 151 151 151 484 484 2 52 484 484 4 403 16 1447 1447
split_gain=2.57439e-10 3.31229e-10 3.09307e-09 1.77408e-09 3.84944e-10 1.59416e-09 3.74164e-09 1.03414e-09 2.45372e-09 6.87532e-10 3.63915e-10 5.78117e-10 5.01278e-10 3.63255e-10 7.22357e-10 3.40662e-10 6.98955e-10 9.53587e-10 4.74023e-10 4.69169e-10 9.10339e-10 1.42001e-09 1.10795e-09 7.67709e-10 7.34719e-10 3.06264e-09 1.38785e-09 1.30303e-09 6.67847e-10 1.36764e-09
threshold=-0.009184999999999997 0.094160000000000008 0.096475000000000019 0.091340000000000018 -0.10737499999999998 0.087015000000000023 0.10874500000000002 -0.016799999999999995 -0.0047449999999999992 -0.091299999999999978 -0.086844999999999992 0.083985000000000018 -0.082169999999999979 -1.0000000180025095e-35 -0.41904999999999998 -0.088484999999999994 -0.085684999999999997 -0.085134999999999975 -0.083919999999999981 -0.093244999999999981 -0.24386999999999998 0.09580000000000001 -0.034054999999999995 -0.48714499999999994 -0.081684999999999994 -0.085594999999999991 -0.55327499999999985 -0.010264999999999998 -0.086849999999999997 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 8 -7 -6 11 -11 -12 -4 -15 -14 -17 -18 -19 20 23 22 -22 -20 25 -21 -26 -27 -28 -30
right_child=1 2 13 -5 9 6 -8 -9 -10 10 12 -13 15 14 -16 16 17 18 19 24 21 -23 -24 -25 26 27 28 -29 29 -31
leaf_value=-2.8673526729459898e-07 -4.9935511994034545e-07 1.2722991977214061e-06 4.286404904974006e-07 -9.2390401526981368e-07 -5.2088113285173262e-07 -1.1169521781084768e-06 1.4175040901136528e-06 5.4079090845830668e-07 3.8279455489842466e-07 1.9085833843969248e-08 -4.3901290327826076e-07 6.1813940016956323e-07 3.6912774324567485e-07 -5.7657092503134107e-07 3.3240148581642073e-08 -4.5315876052752308e-07 6.678692281119377e-07 -4.2556840743078217e-07 2.2705082471929928e-07 -1.2877848241998892e-06 -3.4472208643938244e-07 1.148541895759081e-06 6.7296742940925473e-07 -4.7546399213972886e-07 7.6914823091061888e-07 4.2401216599106006e-07 4.0376609770251705e-07 -5.4304038392481088e-07 -7.4000952981105708e-07 -1.0266374167247067e-08
leaf_weight=31 27 21 20 21 26 20 25 22 24 49 27 24 24 21 259 35 21 27 35 23 23 20 20 28 23 38 38 22 26 2101
leaf_count=31 27 21 20 21 26 20 25 22 24 49 27 24 24 21 259 35 21 27 35 23 23 20 20 28 23 38 38 22 26 2101
internal_value=0 2.88155e-09 9.90414e-08 -8.26592e-09 -1.26868e-09 1.75427e-07 3.75638e-07 -1.90087e-08 -2.98909e-07 -9.19649e-09 -4.08751e-09 2.16035e-07 -1.04364e-08 1.69134e-08 -1.24957e-08 -5.81513e-09 -9.4436e-09 -3.09185e-09 -8.90464e-09 -4.2113e-09 1.83614e-07 4.52406e-07 1.28622e-07 -8.5178e-08 -1.46323e-08 -3.06668e-07 -3.5541e-09 6.94262e-08 -1.1763e-08 -1.91866e-08
internal_weight=0 3090 321 2769 2748 118 91 66 44 2630 2604 73 2531 300 280 2504 2480 2445 2424 2397 126 63 43 63 2271 83 2188 60 2165 2127
internal_count=3121 3090 321 2769 2748 118 91 66 44 2630 2604 73 2531 300 280 2504 2480 2445 2424 2397 126 63 43 63 2271 83 2188 60 2165 2127
is_linear=0
shrinkage=0.1


Tree=8775
num_leaves=31
num_cat=0
split_feature=1429 1420 11 12 52 157 11 475 155 40 130 1455 3 4 401 130 4 133 1212 43 42 480 159 2 4 52 52 157 157 133
split_gain=2.34816e-10 4.96268e-10 4.03468e-10 1.5438e-09 3.12232e-09 1.15486e-09 9.63878e-10 5.21639e-10 5.972e-10 2.91512e-10 2.90704e-10 2.88161e-10 5.16179e-10 3.38035e-10 1.86783e-09 3.07824e-09 1.79581e-09 3.02911e-09 3.05381e-09 3.09807e-09 1.75433e-09 3.08142e-09 2.83829e-09 2.43061e-09 1.55507e-09 1.53141e-09 7.03469e-09 1.47227e-09 1.05166e-09 7.73331e-10
threshold=0.12521000000000002 -0.086589999999999986 0.088215000000000002 0.10149500000000002 -0.54663499999999987 -0.49695999999999996 0.099410000000000012 -0.47599999999999992 0.13131500000000004 -0.24290999999999999 -0.22229499999999999 -0.11962499999999998 -0.082794999999999994 -0.083644999999999983 0.087895000000000015 0.086260000000000017 -0.081714999999999996 0.048950000000000007 0.086310000000000012 0.0034250000000000005 0.091205000000000008 0.086995000000000017 -0.047664999999999992 0.10188000000000001 -0.081374999999999989 0.11434500000000002 0.092965000000000006 -0.080799999999999983 -0.0045449999999999996 0.0033250000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -5 -7 9 -9 -11 12 -12 14 20 -16 17 18 19 -15 21 22 -13 -22 -18 26 27 -24 -29 -30
right_child=-2 2 3 6 -6 7 -8 8 -10 10 11 13 -14 16 15 -17 24 -19 -20 -21 23 -23 25 -25 -26 -27 -28 28 29 -31
leaf_value=-4.8667544579724817e-07 3.4155354825315956e-07 -6.8256142003519926e-07 1.3276082444025196e-06 -6.675504397682507e-07 -2.3999425380338835e-07 -5.0899144241611796e-07 1.7575339680578594e-07 -3.7170547491611963e-07 5.2250654763693924e-07 3.5632554885444773e-07 5.3662984437660612e-07 1.1211302784258372e-06 -8.7635677695848602e-08 1.6441691045836133e-06 -1.5702570121469589e-06 1.6322053056683216e-07 -8.270132453795352e-07 -4.1637028837559389e-07 -1.6734041829684949e-07 1.5303055869770271e-07 1.32265894256472e-06 -1.0776389507523634e-06 -8.1035543876789067e-07 -1.8141967237690033e-07 -2.9328322001599893e-10 6.4354265482283586e-07 -1.8588331504981232e-06 7.023897495628262e-07 -1.1339141584206421e-07 2.2686374195832048e-07
leaf_weight=21 20 25 27 23 24 20 33 21 22 23 27 21 26 38 21 20 23 34 28 22 22 29 22 21 2116 28 22 22 225 95
leaf_count=21 20 25 27 23 24 20 33 21 22 23 27 21 26 38 21 20 23 34 28 22 22 29 22 21 2116 28 22 22 225 95
internal_value=0 -2.19845e-09 1.1048e-09 1.91886e-07 5.89913e-07 -5.76151e-09 -1.70604e-07 -2.20282e-11 3.45454e-09 -4.74967e-10 2.22723e-09 -6.18423e-10 2.30386e-07 -4.977e-09 -7.54407e-08 -7.24658e-07 1.21013e-08 3.8527e-07 6.94995e-07 1.09742e-06 -2.29398e-08 -7.95672e-08 -1.30291e-08 5.88109e-07 -9.18275e-09 -7.05589e-08 -1.22359e-07 -1.74073e-08 3.36011e-08 -1.23782e-08
internal_weight=0 3101 3080 107 51 2973 56 2948 2928 2906 2885 2862 53 2809 548 41 2261 122 88 60 507 464 435 43 2139 414 386 364 342 320
internal_count=3121 3101 3080 107 51 2973 56 2948 2928 2906 2885 2862 53 2809 548 41 2261 122 88 60 507 464 435 43 2139 414 386 364 342 320
is_linear=0
shrinkage=0.1


Tree=8776
num_leaves=31
num_cat=0
split_feature=130 12 48 448 1348 1 1 10 1 1 1447 1 151 151 42 150 42 49 1456 133 1375 151 0 132 1203 1185 15 160 160 12
split_gain=2.45101e-10 5.65251e-10 2.49189e-10 4.83904e-10 3.70926e-10 3.09487e-10 4.63295e-09 3.9588e-09 3.86608e-09 1.29023e-09 1.12071e-09 9.00166e-10 8.18896e-10 2.02502e-09 1.26832e-09 2.63033e-09 2.3035e-09 2.12077e-09 1.61772e-09 2.51423e-09 9.28996e-10 7.68729e-10 7.24316e-10 6.68612e-10 7.80853e-09 5.22949e-09 7.30168e-10 6.57616e-10 1.53384e-09 6.73188e-10
threshold=-0.23647499999999996 0.23631000000000002 -0.14001 0.030280000000000001 0.093335000000000015 0.092845000000000025 0.09202500000000001 -0.0026549999999999994 0.093400000000000025 0.094090000000000021 0.059120000000000013 0.094715000000000008 -0.0033899999999999994 -0.0088999999999999982 0.083715000000000026 0.088135000000000005 0.083995000000000014 0.11236 0.056325000000000007 0.088385000000000005 -0.066804999999999989 -0.083694999999999978 -0.26343999999999995 -0.083284999999999984 0.089165000000000008 -1.0000000180025095e-35 0.091475000000000015 0.11205000000000002 0.10580000000000002 0.12757000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 -7 -10 12 -11 13 14 15 -9 -16 18 19 21 -14 -18 -13 24 26 -25 -22 28 29 -24
right_child=1 -3 3 -5 -6 8 -8 10 9 11 -12 22 20 -15 16 -17 17 -19 -20 -21 23 -23 27 25 -26 -27 -28 -29 -30 -31
leaf_value=-3.4895193010697769e-07 2.8543735652419855e-07 5.0733063184018399e-07 -1.4002339150920308e-06 -4.1798983900775967e-07 3.9970722109155362e-07 -1.3038884236019992e-06 1.2315280433804514e-06 6.4632249583076791e-08 7.0538388534657776e-07 -6.4175940129492421e-07 5.6659237783504879e-07 -5.625981354266212e-07 -7.0028518109666046e-07 1.1310365900030207e-06 1.1011990257732882e-06 -1.2208203028762909e-06 -1.467478006301302e-07 -8.6099608836320835e-07 -3.4163479077078869e-07 1.4637824986607485e-06 1.7545593194011086e-08 5.4178245474737024e-07 1.5207332780451841e-08 -1.5664555583973858e-06 2.0294437715051574e-06 -1.3250707299900219e-08 -6.0574960191285187e-07 4.3916664544951804e-07 -8.8788901564385014e-07 -5.2264323926465293e-07
leaf_weight=20 30 22 20 28 23 24 31 78 24 24 36 24 20 20 27 20 34 20 33 20 129 31 766 22 20 1477 22 32 20 24
leaf_count=20 30 22 20 28 23 24 31 78 24 24 36 24 20 20 27 20 34 20 33 20 129 31 766 22 20 1477 22 32 20 24
internal_value=0 2.2472e-09 -1.36171e-09 -4.18361e-09 -3.48264e-10 -3.4174e-09 1.82633e-08 -2.73525e-10 -5.10317e-08 -1.8134e-08 1.36634e-08 -3.76445e-08 3.57444e-09 1.61009e-07 8.72429e-08 -1.97705e-07 2.56485e-07 9.12146e-08 2.52606e-07 4.83312e-07 -2.27889e-08 1.81628e-07 -2.09023e-08 -1.46752e-08 1.72665e-07 -3.60462e-08 -7.32656e-08 -5.46208e-09 -2.30277e-08 -1.13243e-09
internal_weight=0 3101 3079 3049 3021 2998 2060 2029 938 914 2009 890 1973 283 263 98 165 138 118 85 1690 65 866 1670 171 1499 151 842 810 790
internal_count=3121 3101 3079 3049 3021 2998 2060 2029 938 914 2009 890 1973 283 263 98 165 138 118 85 1690 65 866 1670 171 1499 151 842 810 790
is_linear=0
shrinkage=0.1


Tree=8777
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1447 2 1420 157 156 12 1425 1428 2 2 480 2 1209 4 2 2 42 4 12 12 12 1447 484 484 484 484 1429
split_gain=3.02242e-10 1.47676e-09 1.40302e-09 2.68607e-10 5.80032e-10 2.82024e-10 5.00106e-10 2.79172e-10 4.44194e-10 2.68824e-10 2.5859e-10 2.56752e-10 3.72806e-09 2.58221e-09 2.10681e-09 1.12713e-09 9.96463e-10 1.50167e-09 3.53707e-09 1.60145e-09 1.35111e-09 1.21966e-09 3.59229e-09 1.99914e-09 1.9836e-09 1.52187e-09 3.62643e-09 2.05271e-09 1.1723e-09 1.10622e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.071705000000000005 0.086825000000000013 0.056520000000000008 0.63397500000000007 0.12734000000000004 0.096395000000000022 0.08789000000000001 0.095640000000000017 0.093175000000000022 0.092635000000000009 0.10982000000000001 0.093680000000000013 0.11155000000000002 -0.012164999999999999 0.090175000000000019 0.089725000000000013 0.086135000000000003 -0.013125 0.083715000000000026 0.082480000000000012 0.083985000000000018 -0.086279999999999982 -0.084519999999999984 -0.11153499999999998 -0.0095549999999999993 0.110365 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 7 9 -9 10 11 12 13 16 -13 -16 20 18 29 -19 21 22 -3 -23 -25 26 -26 -27 -29 -18
right_child=1 3 -4 4 -6 -7 -8 8 -10 -11 -12 14 -14 -15 15 -17 17 19 -20 -21 -22 23 -24 24 25 27 -28 28 -30 -31
leaf_value=-1.6942070893965699e-08 8.4415776687559893e-07 -1.5129759200013162e-08 -7.741734893532534e-07 1.2599096280041522e-07 -6.3560767337378366e-07 -3.5050154513721115e-07 5.0720813618454494e-07 -5.2549942626001214e-07 8.3438375559521582e-08 3.4998987431485463e-07 3.6492697461198989e-07 -8.6145899255522336e-07 1.2398562089401822e-06 -1.092291108761856e-06 -2.6600511259517214e-08 7.1403665223052874e-07 1.7112776813680847e-07 1.839878382496481e-07 -1.2380792998101244e-06 1.1623010466253079e-06 -7.7852659832918418e-07 8.0527501431504336e-07 -1.1204219800363621e-06 -9.15996499474125e-07 -2.0988272372132349e-07 -8.6630837577777812e-07 1.4847733224166366e-06 -1.5509454171936961e-09 7.2436895033720447e-07 -2.6051577394149626e-07
leaf_weight=194 21 130 28 20 20 22 20 25 23 23 20 30 25 21 954 21 468 44 20 27 24 32 38 23 28 27 23 679 23 68
leaf_count=194 21 130 28 20 20 22 20 25 23 23 20 30 25 21 954 21 468 44 20 27 24 32 38 23 28 27 23 679 23 68
internal_value=0 8.61767e-09 -1.12449e-07 2.52096e-09 -2.54808e-07 6.14787e-09 8.93419e-09 5.37e-09 -2.33717e-07 9.54619e-09 6.67272e-09 4.02389e-09 2.77121e-08 9.62035e-09 -3.60457e-08 -1.06483e-08 2.36108e-08 1.22949e-07 6.76459e-08 5.56022e-07 -3.70365e-08 -1.9294e-08 -2.65136e-07 3.01689e-08 -7.19529e-10 2.62694e-08 5.54374e-07 -1.06762e-08 2.22328e-08 1.16367e-07
internal_weight=0 2899 222 2878 40 2838 2816 2796 48 2748 2725 2705 1700 1675 1005 975 1654 627 556 71 1027 1003 168 835 803 780 51 729 702 536
internal_count=3121 2899 222 2878 40 2838 2816 2796 48 2748 2725 2705 1700 1675 1005 975 1654 627 556 71 1027 1003 168 835 803 780 51 729 702 536
is_linear=0
shrinkage=0.1


Tree=8778
num_leaves=31
num_cat=0
split_feature=132 393 1203 402 16 2 1210 1213 1212 1210 2 402 42 12 43 43 15 1212 129 401 394 1186 402 1447 2 42 2 402 3 132
split_gain=2.44817e-10 1.23246e-09 1.14078e-09 2.54199e-10 5.99509e-10 5.549e-10 4.90758e-10 2.78642e-10 3.23029e-09 3.19686e-09 1.16656e-09 2.34089e-09 1.96644e-09 1.4326e-09 4.74299e-10 7.05898e-10 4.28047e-10 3.82591e-10 3.5473e-10 5.83095e-10 9.58214e-10 5.11846e-10 3.97749e-10 6.12753e-10 2.55356e-09 3.18557e-09 3.0069e-09 1.31012e-09 2.5437e-09 4.95788e-10
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 -0.45454999999999995 -0.069144999999999984 0.086000000000000007 0.15724500000000002 -0.085284999999999986 -0.089079999999999979 -0.12043 0.084715000000000013 -0.0021499999999999996 0.087505000000000013 0.085250000000000006 0.0016850000000000001 -0.0047449999999999992 0.085730000000000015 -0.070754999999999985 -0.078929999999999986 0.10632500000000002 -0.089309999999999987 -0.087469999999999978 0.11174500000000002 -0.085684999999999997 0.083715000000000026 0.086325000000000013 0.087470000000000006 0.094750000000000015 -0.082234999999999989 0.090650000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 7 9 -9 -5 12 -12 13 -11 15 16 -13 -10 -19 20 -20 -22 23 24 -23 26 -26 29 -29 -25
right_child=1 -3 -4 6 -6 -7 -8 8 17 10 11 14 -14 -15 -16 -17 -18 18 19 -21 21 22 -24 27 25 -27 -28 28 -30 -31
leaf_value=-1.6852823268191759e-08 -4.0593648312399937e-07 7.7106063695201299e-07 -7.1040287539648051e-07 1.3153479420680015e-06 5.8349925384959537e-07 2.7945156333502115e-07 -3.9198186649880287e-07 -1.0955057113114386e-06 4.1012559108821734e-07 4.3369997607408409e-07 1.1865975273650522e-06 -2.4623608841584824e-07 -9.7322974263696386e-07 -5.3490110258390082e-07 3.6650813535743512e-07 -6.42013277953879e-07 3.5153178941982336e-07 3.3120757017002237e-07 -5.0732972334500163e-07 4.4985414707606909e-07 4.1635796782398321e-07 1.0941825785529056e-06 -4.2015274274213565e-07 -1.5886070362061791e-08 1.2799698424714735e-06 -1.0135937555351878e-06 -1.8906346923586171e-07 -1.3558344660071141e-06 1.1161001447819505e-07 1.6387784692635404e-07
leaf_weight=195 21 21 27 20 25 27 32 27 23 37 20 23 28 26 25 20 25 32 38 28 29 26 23 2025 22 24 38 21 27 166
leaf_count=195 21 21 27 20 25 27 32 27 23 37 20 23 28 26 25 20 25 32 38 28 29 26 23 2025 22 24 38 21 27 166
internal_value=0 7.75648e-09 -1.01204e-07 2.18685e-09 1.86411e-07 -2.04057e-08 -2.60757e-09 1.88575e-09 -7.51121e-09 1.08818e-07 -9.46916e-09 2.05126e-07 -2.75945e-07 3.39598e-08 -5.94298e-09 -1.42874e-07 6.51013e-08 4.13663e-09 4.00038e-10 -3.89094e-09 -9.09998e-09 -1.21463e-09 -6.31986e-09 -2.26786e-09 2.28158e-07 -3.98967e-08 3.49582e-07 -1.35885e-08 -5.30397e-07 -2.26635e-09
internal_weight=0 2899 222 2878 73 48 2805 2773 2549 224 204 113 91 63 93 68 48 2522 2499 2467 2439 2401 2372 2349 110 84 60 2239 48 2191
internal_count=3121 2899 222 2878 73 48 2805 2773 2549 224 204 113 91 63 93 68 48 2522 2499 2467 2439 2401 2372 2349 110 84 60 2239 48 2191
is_linear=0
shrinkage=0.1


Tree=8779
num_leaves=31
num_cat=0
split_feature=401 1210 403 132 1185 15 1210 1208 43 1210 1212 34 9 2 51 4 3 156 51 156 52 51 156 16 52 129 133 401 16 45
split_gain=2.61832e-10 2.85579e-10 2.77676e-10 2.82927e-10 1.07081e-09 8.87712e-10 2.49789e-10 3.53609e-10 3.00823e-10 2.328e-09 2.08785e-09 1.12879e-09 1.16091e-09 2.2145e-09 8.71869e-10 1.74836e-09 4.40681e-09 1.51747e-09 1.60778e-09 8.0493e-10 1.08857e-09 1.90187e-09 2.34926e-09 3.15626e-09 1.16424e-09 7.59062e-10 1.59577e-09 1.13231e-09 1.85448e-09 7.4606e-10
threshold=0.13837000000000002 -0.38516499999999992 0.51370000000000016 -0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.099939999999999987 0.11846000000000001 -0.0047449999999999992 -0.077744999999999995 -0.08867499999999999 -0.057544999999999992 0.091600000000000015 -1.0000000180025095e-35 -0.14283999999999999 -0.50427999999999995 0.086245000000000016 0.094765000000000016 -0.24351499999999995 -0.079979999999999982 -0.089199999999999988 0.096505000000000021 0.09747500000000002 -0.0083599999999999976 -0.078224999999999975 -0.08133 -0.14757499999999998 0.092860000000000012 -0.081414999999999987 0.094030000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -6 8 10 -10 -8 -11 13 -13 17 16 -16 18 -15 -17 21 22 23 -21 -22 -12 -27 -28 -29 -26
right_child=-2 2 -4 4 6 -7 7 -9 9 11 25 12 -14 14 15 19 -18 -19 -20 20 24 -23 -24 -25 29 26 27 28 -30 -31
leaf_value=2.9498689639929201e-07 -3.5191556427045205e-07 -3.7806249786978011e-08 2.6787285132980434e-07 7.1574172146765274e-07 -2.8801766063679682e-07 -6.5079156883556337e-07 -8.6804911994665331e-07 4.0141165026274062e-07 9.9485485088735014e-07 7.2629748331110029e-07 6.0011567981632652e-07 9.924661794536366e-07 -5.5534059926445586e-07 1.0215280975051594e-07 -1.5626755477171629e-06 6.3005532723536818e-07 4.2092074289983087e-07 -1.8285118389873306e-07 1.3111282217178914e-06 -1.9120033132935534e-06 6.9156727343729818e-07 5.5206707137196124e-07 1.475270161091992e-07 -3.3722848582686183e-07 2.9290894373491849e-08 -7.9691944749199069e-07 -2.1588805982129597e-08 1.1753817715776634e-06 -8.8086126372497978e-08 -5.6328947499134132e-07
leaf_weight=33 21 189 38 21 30 27 29 22 25 22 20 23 36 22 24 20 21 34 22 20 26 21 34 35 620 26 1591 21 26 22
leaf_count=33 21 189 38 21 30 27 29 22 25 22 20 23 36 22 24 20 21 34 22 20 26 21 34 35 620 26 1591 21 26 22
internal_value=0 2.38158e-09 -7.66764e-10 -4.13695e-09 4.332e-09 -1.14429e-07 -1.01886e-09 2.09843e-09 -1.10773e-09 4.16853e-08 -2.67636e-08 1.79037e-08 2.00095e-09 2.32555e-08 -9.48458e-10 -3.05442e-08 -6.36997e-07 3.18913e-07 7.06641e-07 3.65427e-09 -1.24486e-08 -3.03943e-07 -5.05923e-07 -9.09874e-07 3.5552e-08 -1.22759e-08 -1.96364e-08 -7.29854e-09 4.76442e-07 8.9844e-09
internal_weight=0 3100 3067 3029 2813 216 2792 2762 2740 1027 1713 1002 980 944 921 843 45 78 44 798 778 110 89 55 668 1684 1664 1638 47 642
internal_count=3121 3100 3067 3029 2813 216 2792 2762 2740 1027 1713 1002 980 944 921 843 45 78 44 798 778 110 89 55 668 1684 1664 1638 47 642
is_linear=0
shrinkage=0.1


Tree=8780
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 12 13 52 1208 1208 1209 1212 401 42 401 52 401 390 401 1 0 97 131 0 42 16 1 10 10 3 9
split_gain=2.65932e-10 6.517e-09 4.55462e-09 1.2044e-09 2.60601e-10 4.13831e-10 3.50509e-10 2.55437e-10 5.16949e-10 3.16091e-10 3.01696e-10 3.55553e-09 3.13739e-09 6.65614e-09 2.56748e-09 5.95415e-10 8.76171e-10 3.29089e-10 4.51826e-10 6.30696e-10 7.38303e-10 1.07586e-09 6.58553e-10 1.53316e-09 1.44435e-09 4.591e-10 4.09453e-10 6.17689e-10 6.11134e-10 4.99914e-10
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.11527000000000001 0.054800000000000008 0.092320000000000013 0.12461500000000002 0.10737500000000001 -0.097919999999999993 -0.089544999999999986 0.11655000000000001 0.087505000000000013 0.099015000000000006 0.086040000000000019 0.10632500000000002 0.089065000000000019 0.094270000000000007 0.12656000000000003 0.024095000000000002 -0.049229999999999996 0.091360000000000011 -0.057069999999999989 0.091735000000000025 -0.08231999999999999 0.12337000000000002 -0.084119999999999986 -0.010699999999999999 -0.010424999999999999 0.08925000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 8 9 -4 12 15 13 -11 -14 16 17 18 25 20 -20 22 23 -22 -24 26 28 -28 -12 -29
right_child=2 -3 7 -5 -6 -7 -8 -9 -10 10 11 -13 14 -15 -16 -17 -18 -19 19 -21 21 -23 24 -25 -26 -27 27 29 -30 -31
leaf_value=-3.4309730053852913e-08 -1.4414068836934099e-06 1.7812921987299324e-06 -3.6770476917215847e-07 -8.0717973276023265e-07 3.4211051877534941e-07 -4.1517427717963074e-07 4.1089182751702108e-07 -3.5320802851401826e-07 4.6757203951604729e-07 -1.1563554637849025e-07 -5.8510057615854926e-08 -1.1442239349856175e-06 1.6880207437332181e-07 2.0006755223873724e-06 -1.1992027232874693e-06 4.1305137648982457e-07 -6.5576674131762051e-07 3.2243297884847244e-07 -6.2608717834271895e-07 -5.4678007573681589e-07 -3.4585708822610621e-08 5.2739347786712189e-07 8.4903459243612642e-07 -9.1586244748826254e-07 -2.5560512995070894e-07 4.5319976228104981e-07 -5.1946337087181085e-07 8.4170548811772697e-09 7.0440049442021567e-07 4.9862235463089223e-07
leaf_weight=112 22 21 23 20 21 24 21 20 24 42 21 27 34 23 23 36 20 33 21 31 82 32 20 26 29 24 22 2225 21 21
leaf_count=112 22 21 23 20 21 24 21 20 24 42 21 27 34 23 23 36 20 33 21 31 82 32 20 26 29 24 22 2225 21 21
internal_value=0 1.06254e-07 -8.02336e-09 -7.14011e-08 1.12707e-08 -3.29818e-08 3.59853e-08 2.92609e-09 5.41654e-09 1.5055e-09 4.52428e-09 -2.44878e-09 1.58332e-07 6.33213e-07 -3.832e-07 9.12327e-09 3.59001e-09 8.64642e-09 4.62508e-09 -1.25733e-07 -6.35788e-08 -1.07787e-09 -1.08792e-07 -2.46745e-07 1.95268e-07 1.80854e-08 1.35647e-08 7.83546e-09 3.22945e-07 1.30005e-08
internal_weight=0 219 2902 198 178 157 133 2880 2860 2836 2813 2691 122 65 57 2664 2628 2608 2575 241 210 189 157 108 49 2334 2310 2268 42 2246
internal_count=3121 219 2902 198 178 157 133 2880 2860 2836 2813 2691 122 65 57 2664 2628 2608 2575 241 210 189 157 108 49 2334 2310 2268 42 2246
is_linear=0
shrinkage=0.1


Tree=8781
num_leaves=31
num_cat=0
split_feature=46 44 1456 1447 159 1451 1455 3 1453 483 484 483 47 0 47 0 47 484 52 2 1456 16 484 481 0 475 16 1371 52 156
split_gain=2.45457e-10 8.54943e-10 3.00573e-10 2.90055e-10 3.06216e-10 3.94499e-10 5.68146e-10 6.83441e-10 3.62355e-10 7.69008e-10 1.45214e-09 5.32428e-10 4.21315e-10 2.01473e-09 7.59105e-09 2.69937e-09 1.17738e-09 6.54075e-10 9.21963e-10 2.25071e-09 6.38647e-10 2.2244e-09 6.11599e-10 2.59856e-09 2.403e-09 7.18768e-10 6.06946e-09 1.70046e-09 1.15598e-09 7.70733e-10
threshold=0.084955000000000017 0.10049500000000001 0.11772000000000001 0.071705000000000005 0.14765500000000001 0.089825000000000002 -0.14432499999999995 -0.082794999999999994 1.0000000180025095e-35 -0.095689999999999983 -0.14735999999999996 -0.088009999999999991 0.092165000000000011 -0.10224499999999999 0.10589000000000001 -0.09595999999999999 0.089785000000000018 -0.085934999999999984 -0.0092699999999999987 0.086590000000000014 -0.089834999999999984 -0.014754999999999999 -0.081684999999999994 -0.081334999999999977 -0.087414999999999979 -0.085774999999999976 -0.0087049999999999992 0.083235000000000017 -0.53964499999999982 -0.065739999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 9 10 -8 -11 16 14 -14 -15 17 18 19 -13 21 -19 24 -24 -22 26 -25 29 -28 -27
right_child=1 -3 -4 -5 -6 -7 8 -9 -10 11 -12 12 13 15 -16 -17 -18 20 -20 -21 22 -23 23 25 -26 27 28 -29 -30 -31
leaf_value=7.3728085418476607e-07 7.2234288097661201e-07 -1.4027918195606785e-07 -2.7932221874275106e-07 -2.8209106896307881e-07 3.2134302787293719e-07 -4.0354369067093407e-07 -1.7002039669478111e-08 -4.233675254412943e-08 -4.1581964480775201e-07 -4.9615660486779238e-07 1.0511578898331209e-06 -7.2973880279554893e-07 -2.2307082768691092e-06 1.1182630785134236e-06 3.8889100397097665e-08 -7.7466052742081545e-08 7.7495005086802842e-07 2.1990176714654872e-07 7.3379757374180472e-07 5.2997009820163276e-07 2.2271649578625888e-07 -1.1135624039194556e-06 9.193896346459951e-07 -1.6491934350900314e-06 -1.162724555299411e-06 4.5754881278349388e-07 -2.2519714567200333e-07 7.3313257900053949e-07 5.6556936690891525e-07 -9.0847616480434259e-09
leaf_weight=23 20 27 39 36 30 24 35 22 21 22 20 23 20 21 56 187 20 29 29 37 31 22 31 24 21 36 36 32 38 2109
leaf_count=23 20 27 39 36 30 24 35 22 21 22 20 23 20 21 56 187 20 29 29 37 31 22 31 24 21 36 36 32 38 2109
internal_value=0 2.26794e-07 -3.47401e-09 7.06618e-11 3.45773e-09 2.45688e-10 3.53633e-09 3.56134e-07 -1.93502e-09 1.08394e-09 3.7142e-07 -6.12869e-09 -2.28122e-09 -1.17743e-07 -5.58373e-07 4.32566e-08 1.07415e-08 4.62291e-09 2.70843e-07 4.70817e-08 -5.21254e-09 -3.55318e-07 2.35972e-09 1.00075e-08 -3.36789e-07 -2.38412e-09 -2.67307e-07 9.54168e-09 1.80872e-07 -1.25315e-09
internal_weight=0 47 3074 3035 2999 2969 2945 45 2900 2879 55 2824 2802 284 76 208 2518 2498 89 60 2409 51 2358 2306 52 2275 98 2177 74 2145
internal_count=3121 47 3074 3035 2999 2969 2945 45 2900 2879 55 2824 2802 284 76 208 2518 2498 89 60 2409 51 2358 2306 52 2275 98 2177 74 2145
is_linear=0
shrinkage=0.1


Tree=8782
num_leaves=31
num_cat=0
split_feature=1429 474 157 475 475 474 471 44 105 34 10 4 52 0 34 9 0 2 154 1428 0 13 2 0 48 147 150 148 52 402
split_gain=2.44239e-10 5.19266e-10 5.55357e-10 2.61526e-10 3.08286e-10 3.09425e-10 2.86215e-10 2.62545e-10 3.25052e-10 3.52313e-10 3.65347e-10 3.29675e-09 6.68438e-09 3.04633e-09 7.58025e-10 4.52188e-10 9.00293e-10 7.89353e-10 3.27772e-10 3.15171e-10 5.67165e-10 1.12247e-09 1.38065e-09 8.44736e-10 3.98018e-10 5.96783e-10 1.25214e-09 7.63659e-10 4.31808e-10 9.31953e-10
threshold=0.12521000000000002 -0.26322499999999993 0.23903500000000003 -0.10664 -0.091889999999999986 -0.090834999999999985 -0.081099999999999992 0.084760000000000016 0.080965000000000023 -0.08786999999999999 -0.011559999999999999 0.053180000000000012 -0.077024999999999996 -0.094299999999999981 -0.057544999999999992 0.088235000000000022 -0.010949999999999998 -1.0000000180025095e-35 0.084190000000000001 -0.020064999999999996 0.12445000000000002 0.090705000000000008 0.10060500000000001 0.062580000000000011 -0.09386499999999999 0.095485000000000014 0.11614000000000001 -0.098399999999999974 0.11125500000000001 -0.45454999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 8 9 -8 11 12 -11 -13 -12 17 -17 -16 19 -19 23 22 -22 24 -21 27 -27 -26 -29 -30
right_child=-2 2 -4 4 5 6 7 -9 -10 10 14 13 -14 -15 15 16 -18 18 -20 20 21 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-4.1626297786478972e-07 3.4833961393587747e-07 -2.9138998031392539e-07 4.299510601413204e-07 3.9185962464216578e-07 -3.4553620453108966e-07 3.7796800768319376e-07 3.5697770583822237e-07 2.328443643550406e-07 -3.9741464174117681e-07 2.3230455781231285e-07 5.0925431993969849e-07 1.3267629014990235e-06 -2.1797245352672692e-06 -2.8913926633273539e-07 5.1057059643255801e-07 -8.182133655054713e-07 9.022975883491805e-08 -3.419559246990671e-07 -3.8965757321369153e-07 -3.5606054780146226e-07 2.721770600976964e-08 -2.4696172811371317e-07 1.1229210278305918e-06 -5.2520925882779395e-07 -5.4085442334676029e-07 -1.7187625765302529e-07 9.4711249246870462e-07 2.3655966706232165e-08 5.7877856193044867e-07 -1.2053864262724411e-07
leaf_weight=30 20 31 30 20 26 20 27 47 21 27 29 20 20 28 30 20 24 27 22 31 23 26 23 31 26 20 20 1978 20 404
leaf_count=30 20 31 30 20 26 20 27 47 21 27 29 20 20 28 30 20 24 27 22 31 23 26 23 31 26 20 20 1978 20 404
internal_value=0 -2.24125e-09 1.80325e-09 -2.4205e-09 5.55593e-10 -2.06183e-09 9.51108e-10 -1.61015e-09 -5.41386e-09 -2.55155e-09 -5.95881e-09 -1.98767e-07 -7.94091e-07 3.84153e-07 6.92178e-10 -4.72004e-09 -3.22699e-07 4.98558e-10 -5.27366e-09 -2.05706e-09 1.46994e-09 2.78225e-07 5.75069e-07 -6.40608e-09 2.96496e-11 4.50242e-09 3.87618e-07 -1.80921e-09 4.02559e-09 -8.7552e-08
internal_weight=0 3101 3071 3041 3010 2990 2964 2944 2897 2876 2849 95 47 48 2754 2725 44 2681 2651 2629 2602 72 46 2530 2499 2468 40 2428 2402 424
internal_count=3121 3101 3071 3041 3010 2990 2964 2944 2897 2876 2849 95 47 48 2754 2725 44 2681 2651 2629 2602 72 46 2530 2499 2468 40 2428 2402 424
is_linear=0
shrinkage=0.1


Tree=8783
num_leaves=31
num_cat=0
split_feature=12 42 34 34 97 9 2 9 10 48 45 48 148 447 151 12 49 13 0 16 13 1186 1452 159 159 157 16 4 15 16
split_gain=2.36989e-10 4.51462e-10 2.34793e-10 2.65252e-10 2.49882e-09 8.33583e-10 1.9343e-09 1.08839e-09 4.39237e-10 2.5117e-10 6.60431e-10 3.8552e-10 2.75018e-10 8.09482e-10 5.38717e-10 1.77502e-09 3.67543e-10 1.42226e-09 2.118e-09 4.95976e-10 3.38728e-10 7.34926e-10 6.4607e-10 6.34912e-10 1.21008e-09 1.18156e-09 6.3145e-10 8.72955e-10 2.48738e-09 2.2048e-09
threshold=0.23631000000000002 0.18223500000000001 -0.10561499999999999 -0.057544999999999992 -0.071434999999999985 0.091600000000000015 -0.18970999999999996 0.082870000000000013 -0.0093599999999999985 0.13400000000000004 0.094030000000000016 0.15068000000000001 -0.10069499999999999 0.093530000000000016 -0.40381499999999992 0.083935000000000023 0.12073000000000002 -0.069964999999999986 -0.073309999999999986 0.51026500000000008 -0.0034749999999999994 -0.085584999999999981 0.11096000000000002 0.10545500000000001 0.097495000000000012 -0.071119999999999989 -0.5335399999999999 -0.0070899999999999991 -0.015744999999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 7 -7 9 -4 10 12 -11 -5 14 15 -14 20 -18 -19 -20 22 -22 -16 24 26 -25 -23 -28 29 -29
right_child=-2 -3 3 5 -6 6 -8 -9 -10 11 -12 -13 13 -15 16 -17 17 18 19 -21 21 23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-2.7024409234854832e-07 -3.1981403135037202e-07 4.6445900298273223e-07 4.9397513176670827e-08 3.5952878945300613e-07 1.1097767028900308e-06 1.2061411744923589e-07 -1.1670068023050817e-06 7.2156954805298792e-07 -5.5169111895736472e-07 3.9146563528319323e-07 -5.3904621075201688e-07 -1.1158442157466198e-07 -2.4595237055504896e-07 -5.1187427134796195e-07 -2.6393045424901063e-08 1.0421708518038031e-06 -7.9415452718072693e-07 9.1259425971657038e-07 -6.9722481100598098e-07 -1.6321419222905484e-08 5.7085111182931102e-07 -4.3905250602340229e-07 5.4507772773604301e-07 -8.9908486614831414e-07 8.1498560196754032e-07 3.1270678086224678e-08 -1.3607810744591304e-08 3.9139336113203812e-07 1.1924059776902141e-06 -3.3358400360717446e-07
leaf_weight=32 23 21 31 21 21 28 20 21 20 39 23 25 23 31 1823 20 28 20 20 23 27 26 20 20 21 43 451 107 24 69
leaf_count=32 23 21 31 21 21 28 20 21 20 39 23 25 23 31 1823 20 28 20 20 23 27 26 20 20 21 43 451 107 24 69
internal_value=0 2.37154e-09 -7.82128e-10 2.04966e-09 1.91706e-07 -2.54343e-09 -4.15895e-07 4.23977e-09 -1.86324e-07 -9.4753e-10 -5.36239e-09 1.94962e-07 -1.00501e-09 -3.71288e-09 1.98441e-09 3.53175e-07 -3.56342e-09 -2.01146e-07 6.24126e-08 -3.33021e-07 3.27051e-09 5.81442e-08 -2.01915e-08 3.99536e-08 6.73951e-08 -2.6408e-07 4.42054e-08 6.3506e-08 2.37398e-07 1.07169e-07
internal_weight=0 3098 3077 3045 72 2973 48 2925 51 2904 2840 64 2817 2796 2765 43 2722 91 63 43 2631 788 1843 761 698 63 677 651 200 176
internal_count=3121 3098 3077 3045 72 2973 48 2925 51 2904 2840 64 2817 2796 2765 43 2722 91 63 43 2631 788 1843 761 698 63 677 651 200 176
is_linear=0
shrinkage=0.1


Tree=8784
num_leaves=31
num_cat=0
split_feature=9 10 11 34 12 45 1429 156 11 4 475 11 1420 15 156 11 52 41 0 2 132 1203 1185 50 16 16 52 483 12 43
split_gain=2.47935e-10 8.84614e-10 7.77118e-10 7.55535e-10 4.00265e-10 2.71895e-10 5.62215e-10 6.29516e-10 3.86551e-10 1.47435e-09 8.29424e-10 3.40859e-10 6.35643e-10 1.09671e-09 3.99711e-10 4.24723e-10 3.74598e-10 3.13063e-10 7.52524e-10 5.26938e-10 3.2381e-10 6.83874e-09 3.83801e-09 1.24109e-09 3.33822e-10 1.10373e-09 8.61675e-10 8.51397e-10 1.41286e-09 1.57911e-09
threshold=0.092410000000000006 0.053330000000000009 -1.0000000180025095e-35 -0.028109999999999996 -0.015429999999999998 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.095720000000000013 -0.16363499999999997 0.093020000000000005 0.088065000000000018 -0.08341999999999998 -0.082809999999999981 -0.092624999999999985 0.08326500000000002 -0.56368999999999991 0.088520000000000015 -0.096374999999999975 -0.080614999999999978 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.087730000000000016 -0.083539999999999989 -0.08231999999999999 -0.080979999999999983 0.098395000000000024 0.10832500000000002 -0.036954999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -2 6 -4 8 10 -10 11 12 13 -8 -14 16 -16 19 -19 -18 21 23 -22 -21 26 -26 -24 28 -28 -30
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leaf_value=5.6931915608515744e-07 -1.1177182831803832e-07 -8.8401745328848759e-07 -5.3413630098475549e-07 -2.5212604271018791e-08 4.459522139379788e-07 2.3926780000771902e-07 -1.9077916121545971e-07 5.569812708472455e-07 -9.4119214516297239e-07 1.916057440380596e-07 5.8409543690629562e-07 -3.4733644724838089e-07 -4.4348101693815678e-07 7.941921045183055e-07 -3.5536681180807987e-07 3.6251288443347749e-07 4.4671942633228282e-07 1.0631234124502953e-07 -7.0569388602355803e-07 1.4771066741848262e-08 -1.3301246407980795e-06 1.8200209278044593e-06 4.0515809674756247e-07 -7.7907775646409674e-07 5.9623137007513307e-07 1.1715953949892283e-08 -6.2385508750016165e-08 4.8683705781918176e-07 -1.2171579078807081e-06 -2.1994981125317283e-09
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internal_value=0 -3.70328e-09 2.54607e-09 -4.65088e-07 2.14444e-07 -1.98358e-09 -5.73656e-09 -2.13834e-09 -5.97186e-09 -2.90436e-07 -1.31339e-09 -6.25008e-09 -2.73872e-09 3.65944e-07 -8.85903e-09 -5.5401e-09 -9.73636e-09 -5.7503e-09 -2.64386e-07 -1.24718e-09 -5.69944e-09 1.23344e-07 -1.52916e-08 -9.93447e-08 -3.30389e-09 2.40255e-08 -5.39246e-08 -7.61107e-08 -9.48516e-08 -6.52061e-07
internal_weight=0 3068 3027 41 53 3003 2957 2937 2917 47 2870 2846 2817 46 2771 2750 2719 2688 46 2642 2616 181 2435 160 2413 1567 846 807 781 43
internal_count=3121 3068 3027 41 53 3003 2957 2937 2917 47 2870 2846 2817 46 2771 2750 2719 2688 46 2642 2616 181 2435 160 2413 1567 846 807 781 43
is_linear=0
shrinkage=0.1


Tree=8785
num_leaves=31
num_cat=0
split_feature=156 475 44 3 474 151 0 16 150 150 147 1374 147 12 150 0 15 15 15 4 402 12 52 4 4 160 12 12 52 0
split_gain=2.71024e-10 4.39264e-10 2.49722e-10 4.53753e-10 4.37561e-10 2.98875e-10 1.81558e-09 1.15955e-09 4.09461e-10 8.94769e-10 5.94351e-10 3.85022e-10 3.31902e-10 3.20344e-10 9.91163e-10 8.17277e-10 6.20279e-10 3.29665e-09 3.2813e-09 8.53891e-09 1.87531e-09 7.05701e-10 8.7019e-10 8.38728e-10 3.0438e-09 9.42749e-10 7.17461e-10 7.32884e-10 8.73835e-10 7.17272e-10
threshold=0.3248100000000001 0.13528000000000004 0.084760000000000016 0.10299500000000002 0.11568500000000002 0.10561000000000002 -0.08317999999999999 -0.013024999999999998 0.12640500000000002 0.12068000000000002 0.094075000000000006 -0.23782999999999996 0.090755000000000016 -0.092484999999999984 0.084335000000000007 -0.14794999999999997 -0.10203999999999998 -0.099734999999999976 -0.11345499999999999 0.053180000000000012 0.095140000000000016 -0.082514999999999991 -0.21968999999999997 0.50822500000000004 0.51303500000000013 -0.077609999999999985 0.08401500000000002 0.089210000000000025 -0.0027449999999999996 -0.14001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 8 7 -7 9 10 11 -1 13 14 15 -13 18 -18 20 -20 21 -15 -23 26 -25 -26 29 28 -28 -24
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 -11 -12 12 -14 16 -16 -17 17 -19 19 -21 -22 22 23 24 25 -27 27 -29 -30 -31
leaf_value=3.9796973171727744e-07 -3.420025366366368e-07 4.5834465687394622e-07 -1.3284753322295728e-07 4.9558954881629492e-07 -4.207455881442002e-07 -5.8831566014725053e-07 9.8236918634462376e-07 3.7559673791894474e-07 -3.3611524111472899e-07 6.3398062350601822e-07 -3.9392006990569009e-07 5.2794424415684005e-07 4.0165157713545344e-07 5.0169250768891183e-07 -7.6908370994550017e-07 -1.533478646507286e-07 -1.2976576203982405e-06 -8.0161880944985152e-09 -3.6843227550302043e-07 2.392732193086323e-06 -9.269685904200742e-07 -5.7006563211011185e-07 5.1145141013399195e-08 1.3764086380282001e-06 3.2380317510092874e-07 -5.6955810710708952e-07 -2.4153130727778596e-08 -6.6865305900352578e-08 8.3998345689906271e-07 -5.2707454657586879e-07
leaf_weight=24 23 21 20 27 25 26 21 24 37 22 39 21 20 34 22 109 20 2220 24 21 20 23 41 21 27 21 22 76 25 45
leaf_count=24 23 21 20 27 25 26 21 24 37 22 39 21 20 34 22 109 20 2220 24 21 20 23 41 21 27 21 22 76 25 45
internal_value=0 2.54274e-09 -5.68031e-10 2.2817e-07 -4.1161e-09 -6.49969e-10 2.02083e-07 -1.25638e-07 -5.5559e-09 -1.33406e-09 -6.19559e-09 -8.637e-10 -4.26768e-09 -7.17541e-09 -1.48342e-07 -4.3293e-08 9.52338e-10 -1.95308e-08 1.15658e-07 9.20111e-07 1.36852e-08 6.98437e-08 2.10634e-08 6.99698e-08 3.72269e-07 -6.70424e-08 -2.98323e-08 1.25093e-07 4.35494e-07 -2.51412e-07
internal_weight=0 3098 3077 47 3030 3005 71 50 2934 2897 2875 2836 2812 2792 152 130 2640 2240 400 45 355 335 301 278 69 48 209 123 47 86
internal_count=3121 3098 3077 47 3030 3005 71 50 2934 2897 2875 2836 2812 2792 152 130 2640 2240 400 45 355 335 301 278 69 48 209 123 47 86
is_linear=0
shrinkage=0.1


Tree=8786
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 51 4 4 13 12 9 9 41 42 0 2 39 1213 1210 13 402 402 403 403 1210 1210 403 1211 402 133 4
split_gain=2.43308e-10 1.63881e-09 1.10606e-09 2.63032e-10 2.98189e-10 2.37443e-10 3.30964e-10 3.1857e-10 3.24881e-10 2.33743e-10 7.10954e-10 5.54246e-10 8.65312e-10 4.12358e-10 3.04659e-10 4.52202e-10 2.54565e-10 1.33584e-09 1.03318e-09 1.15027e-09 9.43155e-10 8.3135e-10 7.20688e-10 1.85088e-09 6.96477e-10 3.73472e-10 3.2854e-10 6.35972e-10 4.88304e-10 2.47663e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11418000000000002 -1.0000000180025095e-35 -0.00059999999999999995 -0.069999999999999993 -0.0087749999999999981 0.087505000000000013 0.092410000000000006 0.088235000000000022 0.086565000000000017 0.094525000000000012 -0.047369999999999995 -0.045829999999999989 0.086175000000000015 0.060985000000000004 -0.062539999999999984 -0.082574999999999982 0.087360000000000007 0.23460000000000003 -0.09798999999999998 -0.55276999999999987 -0.13847499999999999 -0.090569999999999998 -0.5425549999999999 0.11671000000000002 -0.45454999999999995 0.41553500000000004 -0.07168999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 -6 10 11 14 -13 -11 15 -3 20 -18 21 -20 22 -19 -16 -24 -25 -26 27 -27 -29 -30
right_child=1 9 -4 -5 5 -7 -8 -9 -10 13 -12 12 -14 -15 16 -17 17 18 19 -21 -22 -23 23 24 25 26 -28 28 29 -31
leaf_value=4.0077269940042017e-07 8.8793070095302301e-07 1.6332177842236382e-08 -7.0074104796289154e-07 -2.5010792906134441e-07 -1.2753606251467516e-07 -2.289092083788706e-07 3.6658240695167618e-07 -3.0009807844556957e-07 4.2354711695224976e-07 5.6718038379699473e-07 -5.4438923958362768e-07 8.0090676833192862e-07 2.9830346457581685e-08 -2.3049488631919491e-08 -5.3705890957189698e-07 -6.0238963355697618e-07 8.636724955868842e-07 -8.4045507657308569e-07 3.0565161487653601e-08 8.330192177264838e-07 -6.6051210671441209e-07 -2.0090832132761235e-08 8.9543720862465028e-07 -5.7926612704423392e-07 4.2946525582010507e-07 4.3503422375579248e-07 -3.8912604933019881e-07 -5.7471557247934109e-10 -1.1302348725837961e-06 3.428583435152177e-07
leaf_weight=20 21 27 27 39 23 37 27 29 20 20 24 22 43 29 25 21 21 21 95 22 22 30 23 21 20 33 22 2291 21 25
leaf_count=20 21 27 27 39 23 37 27 29 20 20 24 22 43 29 25 21 21 21 95 22 22 30 23 21 20 33 22 2291 21 25
internal_value=0 7.74129e-09 -1.00882e-07 -1.78251e-08 4.02456e-08 -1.27731e-08 6.8005e-08 -4.39615e-08 1.28782e-07 1.31879e-09 -2.43185e-09 2.20522e-09 2.9081e-07 2.17861e-07 -4.64125e-09 -2.54359e-07 -1.88634e-10 1.11719e-07 1.77252e-08 1.81454e-07 -8.63874e-09 -3.57888e-07 -2.85832e-09 2.57939e-09 -5.86111e-09 -8.68775e-10 -4.46689e-09 -8.9621e-10 -7.05184e-09 -3.29641e-07
internal_weight=0 2899 222 195 156 136 99 72 43 2878 2829 2805 65 49 2740 48 2692 189 168 117 2503 51 2481 2456 2433 2412 2392 2370 2337 46
internal_count=3121 2899 222 195 156 136 99 72 43 2878 2829 2805 65 49 2740 48 2692 189 168 117 2503 51 2481 2456 2433 2412 2392 2370 2337 46
is_linear=0
shrinkage=0.1


Tree=8787
num_leaves=31
num_cat=0
split_feature=96 105 34 10 16 3 34 9 9 2 1 45 1 1 13 15 480 4 1456 158 1 12 402 482 160 12 472 3 16 4
split_gain=2.22774e-10 2.42013e-10 1.00057e-09 3.36364e-10 3.38872e-09 4.2925e-09 9.61591e-10 3.95812e-10 8.35768e-10 7.05113e-10 3.7328e-10 3.53212e-10 2.40468e-10 3.10555e-09 8.57032e-09 2.95878e-09 1.18851e-09 6.8169e-10 6.19389e-10 1.04108e-09 1.04698e-09 1.53584e-09 6.48167e-10 8.65876e-10 7.29707e-10 7.14496e-10 1.2953e-09 1.07371e-09 8.16889e-10 7.61892e-10
threshold=0.090365000000000015 0.079510000000000011 -0.08786999999999999 -0.011239999999999998 -0.056919999999999991 -0.0025099999999999996 -0.057544999999999992 0.088235000000000022 0.099965000000000012 -1.0000000180025095e-35 0.13559000000000002 0.094030000000000016 0.094220000000000012 0.092390000000000014 -0.081029999999999977 0.092715000000000006 0.11191000000000002 0.27044500000000005 -0.079429999999999987 0.10667500000000002 0.096475000000000019 0.096295000000000019 0.094750000000000015 0.085875000000000021 0.10830500000000001 0.10149500000000002 -0.15279499999999999 -0.14847999999999997 -0.056919999999999991 0.50822500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 10 -5 9 -9 -8 -4 12 13 16 -15 -16 17 -11 -14 20 21 -20 23 24 25 26 -22 -27 -29 -28
right_child=-2 -3 3 6 -6 -7 7 8 -10 11 -12 -13 18 14 15 -17 -18 -19 19 -21 22 -23 -24 -25 -26 27 29 28 -30 -31
leaf_value=6.7674982346943584e-07 -3.2459957573055795e-07 -3.0160537107803979e-07 3.3514161827952195e-07 6.3616006613642644e-07 7.2591457751514103e-07 -1.6848188376728935e-06 4.7943678964657017e-07 -7.5181029080524585e-07 1.3016443008692395e-07 -8.7449227801465801e-09 -2.7582515656376931e-07 -3.1578926950714959e-07 -4.6732923341220494e-07 -2.3539406058825124e-06 -7.6003728452178623e-07 9.2052550257903933e-07 5.550485599752182e-07 5.166859694867299e-07 8.3118349837494225e-07 6.8026266454260757e-07 9.0670574628521074e-07 -2.041552198020129e-07 -5.5397524647560201e-07 -4.061263448579138e-07 -4.4563521610312083e-07 -7.440990524780016e-07 5.3932528311992813e-08 -3.1136363152957833e-07 4.3966408225872197e-07 5.143619374337049e-07
leaf_weight=22 21 26 20 24 28 23 31 21 22 2004 20 35 22 21 20 22 39 25 38 27 21 23 20 43 27 24 354 30 28 40
leaf_count=22 21 26 20 24 28 23 31 21 22 2004 20 35 22 21 20 22 39 25 38 27 21 23 20 43 27 24 354 30 28 40
internal_value=0 2.20561e-09 4.77525e-09 -6.86016e-11 -1.89438e-07 -5.96262e-07 5.75127e-09 5.99824e-10 -3.00567e-07 5.07467e-09 2.96582e-08 -6.16345e-11 3.84589e-09 -1.28309e-08 -7.04475e-07 1.20258e-07 8.23947e-09 -2.27091e-09 5.48334e-08 7.1852e-08 4.65016e-08 4.4081e-07 5.52578e-09 2.52613e-08 6.06614e-08 8.81664e-08 1.41464e-07 -1.81569e-07 5.12015e-08 1.00677e-07
internal_weight=0 3100 3074 3052 91 63 2961 2937 43 2894 40 2863 2828 2131 63 42 2068 2029 697 675 648 61 587 567 524 497 415 82 58 394
internal_count=3121 3100 3074 3052 91 63 2961 2937 43 2894 40 2863 2828 2131 63 42 2068 2029 697 675 648 61 587 567 524 497 415 82 58 394
is_linear=0
shrinkage=0.1


Tree=8788
num_leaves=31
num_cat=0
split_feature=156 475 44 3 474 104 11 33 9 1 1429 153 157 2 157 50 50 160 42 13 2 0 16 401 52 1213 133 43 1209 3
split_gain=2.87979e-10 3.47378e-10 2.60676e-10 3.9364e-10 3.51942e-10 2.5325e-10 5.45722e-10 5.66978e-10 3.46249e-10 6.11181e-10 2.59243e-10 4.7296e-10 3.34051e-10 6.97923e-10 5.86294e-10 3.35259e-10 3.86279e-10 2.88125e-10 4.01276e-10 1.26464e-09 3.10483e-09 1.46371e-09 1.15381e-09 4.13437e-10 2.84649e-09 3.13124e-09 6.39479e-10 1.79241e-09 1.46966e-09 8.62078e-10
threshold=0.3248100000000001 0.13528000000000004 0.084760000000000016 0.10299500000000002 0.11568500000000002 0.088500000000000009 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 0.11507500000000002 0.11475 1.0000000180025095e-35 0.11933000000000001 0.095040000000000013 0.099625000000000005 0.14026500000000003 0.13522500000000001 0.60040000000000016 0.11839500000000001 -0.066634999999999986 0.090425000000000019 -0.047369999999999995 -0.079734999999999986 -1.0000000180025095e-35 0.10263500000000002 -0.018814999999999995 0.40431 -0.043144999999999996 -0.097919999999999993 -0.086049999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -8 10 -10 11 12 14 -14 15 16 17 18 23 -20 -21 22 -22 24 25 -9 28 29 -25 -28
right_child=-2 -3 3 -5 -6 -7 7 8 9 -11 -12 -13 13 -15 -16 -17 -18 -19 19 20 21 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=4.7675757492982034e-07 -3.5253753996817467e-07 4.079570038313596e-07 -1.0269854499256326e-07 4.8263241086277525e-07 -3.7742140216323606e-07 -3.3870107927214124e-07 -4.5817372564569173e-07 1.1552560351901776e-06 6.9162138572664854e-07 5.4914671728830725e-09 2.760112783715668e-07 -4.1485651201306998e-07 -1.3662890483506235e-07 5.0274618881997555e-07 -4.4694153956470477e-07 -3.1447238680805324e-07 3.8510055750096994e-07 -3.7116921000850723e-07 7.4149170236144832e-07 -8.4895515177170936e-07 1.210801046192461e-06 -2.2269486138909019e-07 1.7226067257070101e-07 -8.6424257574435623e-07 -1.0980439494687745e-06 -5.7359158450832519e-07 2.6533735818036674e-07 9.02904435833832e-07 -3.3662034481224817e-09 -5.9426974331699965e-07
leaf_weight=24 23 21 20 27 25 22 27 20 20 37 33 28 31 38 30 34 26 21 30 30 23 26 20 20 25 22 28 29 2341 20
leaf_count=24 23 21 20 27 25 22 27 20 20 37 33 28 31 38 30 34 26 21 30 30 23 26 20 20 25 22 28 29 2341 20
internal_value=0 2.62142e-09 -1.44923e-10 2.33555e-07 -3.76998e-09 -6.61397e-10 1.83169e-09 -2.02036e-09 2.18023e-09 2.46239e-07 -2.6585e-09 -5.89428e-09 -1.82501e-09 2.15491e-07 -7.28759e-09 -2.42953e-09 1.52774e-09 -2.22852e-09 7.12916e-10 1.72711e-07 3.52693e-10 3.69617e-07 7.27759e-07 -8.14445e-09 -2.53209e-07 2.49669e-07 -1.4097e-09 2.82185e-07 -1.06587e-08 -9.28323e-08
internal_weight=0 3098 3077 47 3030 3005 2983 2959 2932 57 2875 2842 2814 69 2745 2715 2681 2655 2634 129 99 69 43 2505 67 42 2438 77 2361 48
internal_count=3121 3098 3077 47 3030 3005 2983 2959 2932 57 2875 2842 2814 69 2745 2715 2681 2655 2634 129 99 69 43 2505 67 42 2438 77 2361 48
is_linear=0
shrinkage=0.1


Tree=8789
num_leaves=31
num_cat=0
split_feature=1211 16 1211 1185 393 1176 130 130 130 42 49 129 129 131 400 130 133 12 12 16 130 391 402 133 130 448 1185 42 42 42
split_gain=2.3786e-10 8.36056e-10 1.03043e-09 3.14426e-10 3.58939e-10 2.56733e-10 2.28534e-10 2.85322e-10 7.52019e-10 6.62205e-10 1.44851e-09 4.88215e-10 7.81558e-10 6.38219e-10 6.34248e-10 5.04514e-10 1.77994e-09 1.87822e-09 2.98423e-09 1.43773e-09 6.72909e-10 4.33625e-10 4.37852e-10 6.6636e-10 5.40883e-10 4.20994e-10 4.14863e-10 4.06173e-10 1.52889e-09 1.09542e-09
threshold=0.11301500000000002 -0.069894999999999985 0.11986000000000001 -0.10973499999999999 0.10856500000000001 0.087330000000000019 0.12884500000000002 0.10269000000000002 0.097445000000000018 -0.067534999999999998 0.09567500000000001 0.11234000000000001 0.10532000000000001 0.13695500000000002 -0.096814999999999984 0.085970000000000005 -0.090969999999999981 0.087535000000000016 0.090545000000000014 -0.081414999999999987 0.084355000000000027 -1.0000000180025095e-35 -0.45015499999999992 0.50628500000000021 0.0032450000000000001 0.053555000000000005 0.08790000000000002 -0.084624999999999992 -0.089234999999999995 -0.077669999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 7 8 11 10 -9 12 13 14 -5 20 -17 19 -19 -18 21 -16 -23 24 25 26 27 28 -24 -29
right_child=1 -3 -4 4 -6 -7 -8 9 -10 -11 -12 -13 -14 -15 15 16 17 18 -20 -21 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-3.992948813902331e-07 9.7840993333875299e-07 -2.7148326432779865e-07 -1.3350679689045303e-08 -4.5041500467135621e-07 3.123927915756516e-07 3.3509454004326308e-07 -2.694706943779665e-07 3.8780180000813775e-07 -4.7818822721142969e-07 5.3632439094286617e-07 -5.3645457702108016e-07 4.6418073070113186e-07 -5.6536790168593146e-07 5.5913290665898783e-07 -4.309699463078687e-07 9.8686427918437403e-07 2.0725675653920919e-07 1.1538100984864742e-06 -2.1452736789158096e-07 -8.9484679996342579e-07 -5.7630578215226021e-07 -3.6576467781549477e-07 -3.7790308945896749e-09 5.2527676267140793e-07 4.8942357166610733e-07 -4.5445592279845321e-07 -3.7434586905267985e-07 -7.4738084958170255e-07 7.9782996541174131e-07 -3.9986725710761714e-09
leaf_weight=20 20 25 22 32 36 22 33 39 34 32 30 22 25 20 24 23 20 28 37 29 21 33 115 24 22 21 30 20 30 2232
leaf_count=20 20 25 22 32 36 22 33 39 34 32 30 22 25 20 24 23 20 28 37 29 21 33 115 24 22 21 30 20 30 2232
internal_value=0 1.86379e-07 4.58916e-07 -4.09466e-09 -1.48951e-09 -5.25861e-09 -7.77467e-09 -4.84026e-09 -1.071e-08 1.60327e-07 -1.40488e-08 -5.04967e-09 -8.75501e-09 -3.71505e-09 -7.82193e-09 -2.59381e-09 1.84391e-07 2.2489e-08 3.7491e-07 -4.45009e-07 -1.25538e-08 -7.91292e-09 -3.89496e-09 8.9321e-10 -4.20201e-09 -8.63819e-09 -4.78068e-09 -1.55337e-10 1.62071e-07 -1.06006e-08
internal_weight=0 67 42 3054 3034 2998 2976 2943 2842 101 69 2808 2786 2761 2741 2709 137 114 65 49 2572 2551 2527 2494 2470 2448 2427 2397 145 2252
internal_count=3121 67 42 3054 3034 2998 2976 2943 2842 101 69 2808 2786 2761 2741 2709 137 114 65 49 2572 2551 2527 2494 2470 2448 2427 2397 145 2252
is_linear=0
shrinkage=0.1


Tree=8790
num_leaves=31
num_cat=0
split_feature=156 474 1429 471 11 10 16 1 10 0 0 9 10 2 97 15 4 1184 44 156 123 4 402 1447 1447 402 403 1210 51 403
split_gain=2.32661e-10 3.46706e-10 2.50361e-10 4.04903e-10 2.21308e-10 2.3055e-10 7.96017e-09 4.05978e-09 1.44369e-09 6.05615e-10 6.6291e-10 3.07722e-10 6.25992e-10 2.8826e-10 5.06211e-10 5.98696e-10 3.20851e-10 4.19042e-10 2.89787e-10 8.68369e-10 3.26292e-10 6.2529e-10 2.8643e-10 1.68763e-09 1.93474e-09 7.56327e-10 7.42093e-10 2.72083e-09 2.08642e-09 1.30635e-09
threshold=0.3248100000000001 0.11986500000000001 0.12387000000000002 0.10277000000000001 -0.072629999999999986 -0.012544999999999999 -0.056919999999999991 0.10956 -0.0091199999999999979 -0.057069999999999989 -0.098289999999999975 0.08925000000000001 0.10513000000000002 -0.045829999999999989 -0.079444999999999988 -0.47308999999999996 0.51303500000000013 0.089075000000000015 0.099360000000000018 -0.14734999999999998 0.11679000000000002 0.50644500000000015 0.084450000000000011 -0.085684999999999997 -0.065079999999999985 0.020685000000000005 -0.0031149999999999997 -0.3960249999999999 0.089005000000000015 -0.028309999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -7 10 -9 13 -13 -10 -15 -16 17 18 19 -17 21 22 25 -24 -25 -21 27 -26 -28 -29
right_child=-2 -3 -4 -5 5 8 -8 9 11 -11 -12 12 -14 14 15 16 -18 -19 -20 20 -22 -23 23 24 26 -27 28 29 -30 -31
leaf_value=-3.245859908301576e-07 -3.1688394995932833e-07 4.0728952458699675e-07 -3.4451937592296291e-07 4.3953822558337599e-07 -1.5874257246650816e-06 -8.1116266337424112e-07 1.6316345284782006e-06 2.2669241830152759e-07 -2.6866622405918865e-07 5.0548861963761747e-07 -5.7774898102991308e-07 6.2622521914304156e-07 -1.1990609865816541e-07 -4.8743174017675167e-07 3.9443770794069009e-07 6.2894259258428073e-07 -3.3692401412313951e-07 4.4830043870141322e-07 -3.1454620092329704e-07 -5.7660648962525725e-09 3.5762317929766145e-07 -4.6713445066149596e-07 9.7676421532355558e-07 -9.2236950877122581e-07 -1.0203570886915259e-06 -4.7428464589367132e-07 1.0335847910373071e-07 -2.6432691429063497e-08 1.1952551648164447e-06 8.6616335295275357e-07
leaf_weight=21 23 21 21 21 20 22 27 21 40 20 20 23 22 21 39 22 28 21 29 2214 25 29 20 20 25 35 140 91 20 20
leaf_count=21 23 21 21 21 20 22 27 21 40 20 20 23 22 21 39 22 28 21 29 2214 25 29 20 20 25 35 140 91 20 20
internal_value=0 2.34612e-09 -4.1755e-10 1.94702e-09 -1.08079e-09 1.17323e-09 1.44638e-07 -3.51027e-07 -4.15858e-09 5.43497e-08 -1.65718e-07 1.99748e-09 2.6145e-07 -2.11501e-09 1.69423e-09 5.39172e-09 -1.47815e-10 3.33051e-09 -1.43235e-10 3.28318e-09 -1.93263e-09 -5.37138e-09 -1.91056e-10 8.5929e-08 2.9547e-08 -1.30574e-08 9.38657e-08 -7.78753e-08 2.39846e-07 1.34395e-07
internal_weight=0 3098 3077 3056 3035 3014 108 81 2906 61 41 2884 45 2839 2799 2778 2739 2711 2690 2661 2639 2614 2585 336 316 2249 296 136 160 111
internal_count=3121 3098 3077 3056 3035 3014 108 81 2906 61 41 2884 45 2839 2799 2778 2739 2711 2690 2661 2639 2614 2585 336 316 2249 296 136 160 111
is_linear=0
shrinkage=0.1


Tree=8791
num_leaves=31
num_cat=0
split_feature=12 130 1210 1210 1208 1208 403 403 399 160 403 42 52 52 403 3 3 16 132 399 15 393 12 400 132 13 1 16 130 129
split_gain=2.39724e-10 4.42927e-10 2.36835e-10 3.58846e-10 3.48919e-10 3.7795e-10 2.68272e-10 1.16009e-09 1.05964e-09 1.01639e-09 1.76175e-09 1.2395e-09 1.72228e-09 7.93407e-10 3.67978e-10 5.92977e-10 6.15299e-10 3.3542e-10 2.81719e-10 1.30225e-09 8.15046e-10 4.29911e-10 9.20551e-10 4.161e-10 3.62572e-10 4.45199e-10 3.89197e-10 3.79708e-10 3.52602e-10 2.9455e-10
threshold=0.23631000000000002 -0.22461999999999996 -0.40154499999999999 -0.14310999999999999 0.11846000000000001 0.10480500000000002 -0.090774999999999981 -0.092894999999999991 -0.087854999999999989 -0.025879999999999997 -0.55276999999999987 0.090990000000000015 0.088555000000000009 0.08976000000000002 -0.49218499999999993 -0.082974999999999979 -0.087129999999999985 -0.085254999999999984 -0.083449999999999983 0.091580000000000009 0.092400000000000024 0.088255000000000014 0.089005000000000015 -0.064794999999999978 -0.41127499999999995 0.056795000000000005 0.091615000000000016 -0.081299999999999983 0.084685000000000024 -0.082304999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 9 -8 -5 -11 13 -13 14 -12 16 17 -16 20 21 24 23 -23 -20 25 -10 27 28 -26 -25
right_child=-2 2 3 4 -6 -7 8 -9 18 10 11 12 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 29 26 -27 -28 -29 -30 -31
leaf_value=4.0564075947431608e-07 -3.2165744167524166e-07 2.6946536717531445e-07 -3.8916012551718879e-07 5.0890644213807673e-07 3.7882347167321013e-07 -4.3725080558942866e-07 -6.8723978608392399e-07 7.8652554252171694e-07 -1.3051001024862109e-07 -7.7296975678697485e-07 3.599135508872783e-07 -5.3379552724663879e-08 1.0586046777496869e-06 -5.4633920692973945e-07 2.5080100494565361e-07 2.8464153775839153e-07 -6.8907634030779275e-07 -2.4079775369857871e-07 4.5577534923069153e-07 6.9419165348100011e-07 -7.269496460793335e-07 1.6479869554500294e-07 -7.5095106684903336e-07 3.4625374899140602e-07 -1.5562020972869175e-08 5.1319996998699933e-07 -5.1960842752536831e-07 2.233818584975531e-07 -4.8005394454811235e-07 -5.8730042822298563e-09
leaf_weight=27 23 32 24 39 24 20 23 22 21 29 26 30 26 30 23 35 20 35 20 27 20 21 23 24 44 22 22 33 26 2330
leaf_count=27 23 32 24 39 24 20 23 22 21 29 26 30 26 30 23 35 20 35 20 27 20 21 23 24 44 22 22 33 26 2330
internal_value=0 2.3822e-09 -1.16322e-09 -4.01288e-09 -9.47027e-10 -3.99433e-09 -1.07776e-09 8.61782e-08 -1.14263e-08 3.35924e-08 -3.93889e-08 5.51615e-08 4.62899e-07 -7.99467e-08 2.07135e-08 -5.73325e-08 -2.10782e-07 -4.58534e-08 -5.52284e-09 3.54747e-09 -1.23485e-07 -4.16444e-09 -3.13889e-07 1.57603e-09 -5.16442e-08 1.9883e-07 -1.37807e-07 -5.62576e-08 -1.88088e-07 -2.28293e-09
internal_weight=0 3098 3071 3039 3015 2991 2971 315 2656 293 254 225 56 169 139 113 78 58 2633 2445 188 2418 44 2374 168 43 125 103 70 2354
internal_count=3121 3098 3071 3039 3015 2991 2971 315 2656 293 254 225 56 169 139 113 78 58 2633 2445 188 2418 44 2374 168 43 125 103 70 2354
is_linear=0
shrinkage=0.1


Tree=8792
num_leaves=31
num_cat=0
split_feature=120 33 1 120 2 2 10 4 10 151 43 13 133 43 457 457 15 457 457 97 10 376 457 457 1 45 16 16 0 1
split_gain=2.30111e-10 4.6617e-10 3.98207e-10 1.14982e-09 6.04561e-10 3.76948e-10 3.25863e-10 8.01584e-09 1.37853e-09 3.01721e-10 1.3557e-09 2.23745e-09 2.42122e-09 1.93553e-09 1.17459e-09 5.43452e-10 1.6804e-09 5.60669e-10 6.53675e-10 4.61539e-10 5.23302e-10 5.31931e-10 6.38798e-10 7.82154e-10 4.67858e-10 4.47759e-10 3.15218e-10 1.51614e-09 3.30652e-09 1.22401e-09
threshold=0.09852000000000001 -0.044254999999999996 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.17760500000000004 -0.013164999999999998 0.053180000000000012 -0.0091199999999999979 -0.10737499999999998 -0.085739999999999997 -0.085804999999999979 0.088525000000000006 -0.09002499999999998 0.060310000000000009 0.098180000000000003 -0.074054999999999996 0.093100000000000002 0.088350000000000026 -0.079444999999999988 0.11294000000000003 0.080200000000000007 0.085360000000000005 0.083415000000000017 0.10752500000000002 0.094030000000000016 -0.071854999999999988 -0.056919999999999991 -0.095504999999999993 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -8 10 13 -12 14 -10 -13 17 -17 18 19 -11 21 22 23 25 -23 26 -21 28 -28 -30
right_child=-2 2 -4 -5 -6 -7 8 -9 9 15 11 12 -14 -15 -16 16 -18 -19 -20 20 -22 24 -24 -25 -26 -27 27 -29 29 -31
leaf_value=4.7188739366837193e-07 -3.1514301287208344e-07 -8.7441081954390634e-07 4.048689637177934e-07 -7.0844484560478556e-07 5.2359357874045349e-07 -4.2472607143887827e-07 -7.7527164359767286e-07 1.5245398821242326e-06 1.8450700597871194e-07 -4.539834544010029e-07 1.2836696006009639e-06 1.0251941609291343e-07 -7.0954796349553817e-07 -1.0365104097331823e-06 1.1059086314446632e-06 3.350845272507286e-07 -7.2619715417751055e-07 5.2868572964825954e-07 -5.0172487577198733e-07 -3.7479716738425262e-08 4.8086026773173376e-07 5.2510182110646992e-07 5.436711814711869e-07 -6.1789786297508508e-07 -4.8815362304359896e-09 -4.1006740174351664e-07 1.5359691870742157e-06 -4.0366629360131998e-09 3.0394685995217611e-07 -5.0908678254611172e-07
leaf_weight=21 23 30 24 23 22 21 23 26 37 22 21 28 24 20 20 25 37 20 26 1196 23 36 21 21 31 27 20 1135 95 23
leaf_count=21 23 30 24 23 22 21 23 26 37 22 21 28 24 20 20 25 37 20 26 1196 23 36 21 21 31 27 20 1135 95 23
internal_value=0 2.33321e-09 -8.71415e-10 -4.06099e-09 1.28582e-09 -2.53425e-09 4.33955e-10 2.39388e-07 -4.13152e-09 1.96759e-09 1.40088e-07 3.75448e-07 1.1055e-07 -2.4392e-07 5.20598e-07 -5.54439e-09 -2.98261e-07 1.18723e-09 -2.75521e-09 2.14034e-09 5.95873e-09 1.76574e-09 -5.57628e-09 -1.01588e-08 2.79886e-07 -5.04561e-09 -6.1645e-10 3.40171e-08 3.46995e-07 1.45474e-07
internal_weight=0 3098 3077 3053 3030 3008 2987 56 2931 2908 150 93 72 57 48 2758 62 2696 2676 2650 2628 2605 2538 2517 67 2496 2469 1273 138 118
internal_count=3121 3098 3077 3053 3030 3008 2987 56 2931 2908 150 93 72 57 48 2758 62 2696 2676 2650 2628 2605 2538 2517 67 2496 2469 1273 138 118
is_linear=0
shrinkage=0.1


Tree=8793
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 12 0 130 0 1213 42 42 42 1213 133 1213 1213 481 133 1447 1213 52 42 2 1210 2 0 13 1 13 43
split_gain=2.30764e-10 5.93762e-09 3.65512e-09 7.27748e-10 2.92525e-10 3.20719e-10 6.27363e-10 3.54402e-10 2.45437e-10 1.12576e-09 3.01361e-09 2.24949e-09 5.44366e-10 4.76918e-10 3.04636e-10 7.15068e-10 6.57565e-10 5.6795e-09 4.70474e-09 3.37605e-09 5.72482e-10 1.11022e-09 4.68447e-10 2.14817e-09 1.40752e-09 3.87195e-09 5.46783e-09 1.36568e-09 3.08656e-09 3.92669e-09
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.085960000000000023 0.11418000000000002 -0.073309999999999986 0.087380000000000013 -0.084509999999999988 0.093235000000000026 0.090990000000000015 0.095185000000000006 0.086325000000000013 0.12955000000000003 -0.010909999999999998 0.066460000000000019 0.04198000000000001 -0.086729999999999988 0.087495000000000003 0.050705000000000007 1.0000000180025095e-35 -0.026204999999999996 0.086835000000000009 0.084755000000000011 -0.14175499999999996 0.083995000000000014 -0.085669999999999982 -0.089109999999999981 0.085475000000000009 -0.08971999999999998 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 -1 14 11 -11 12 -10 -14 15 16 17 18 20 22 -4 -22 24 -24 27 26 -26 28 -18 -30
right_child=2 -3 8 -5 -6 -7 -8 -9 9 10 -12 -13 13 -15 -16 -17 19 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=3.0817036944923032e-08 -1.2915335885695226e-06 1.6571217915125919e-06 -1.1679076635573437e-07 -5.3762896768681644e-07 -2.3515438009816044e-07 4.349653344044262e-07 -3.6357277473086928e-07 5.1372422113954173e-07 5.1741758435734177e-07 1.4625239872145812e-06 -1.3308890416396936e-07 -9.8442771242649273e-07 -3.7598234333321068e-07 3.0633928076895251e-07 -2.71529604845e-07 5.3220824136701599e-07 7.6346003355786749e-07 1.7105605498575945e-06 -1.3839758397890281e-06 -1.2778191414023846e-06 2.7968527438999791e-08 1.069017369559333e-06 -9.3609908162761719e-07 -2.0252100303329388e-08 -2.7005225934404043e-07 -5.5167802099731485e-07 1.8338342439487103e-06 7.7805200565369384e-08 1.1788520491506915e-07 -1.1175191717346985e-06
leaf_weight=55 22 22 20 29 39 21 32 21 30 20 29 21 21 20 42 25 23 21 22 21 21 20 26 1711 21 25 30 608 50 53
leaf_count=55 22 22 20 29 39 21 32 21 30 20 29 21 21 20 42 25 23 21 22 21 21 20 26 1711 21 25 30 608 50 53
internal_value=0 9.89841e-08 -7.46942e-09 -7.50212e-08 4.83374e-09 7.73883e-08 7.85942e-09 1.64252e-07 2.3394e-09 1.31004e-07 5.18182e-07 -7.52098e-08 1.93714e-07 -4.31425e-08 -4.28409e-09 -1.22312e-10 -5.10295e-09 2.41406e-07 -1.30308e-07 -1.50862e-08 3.21834e-07 5.35797e-07 -4.67493e-09 -3.39608e-08 5.8127e-08 4.67789e-07 9.67528e-07 1.57097e-08 -2.83926e-07 -5.17808e-07
internal_weight=0 219 2902 197 168 129 108 76 2880 141 49 92 71 41 2739 2697 2672 104 83 2568 61 41 2547 1737 810 76 51 734 126 103
internal_count=3121 219 2902 197 168 129 108 76 2880 141 49 92 71 41 2739 2697 2672 104 83 2568 61 41 2547 1737 810 76 51 734 126 103
is_linear=0
shrinkage=0.1


Tree=8794
num_leaves=31
num_cat=0
split_feature=403 403 1210 3 1210 1208 403 403 1211 50 2 1203 4 1186 401 52 403 402 12 402 2 131 482 483 1453 42 0 1455 484 52
split_gain=2.51424e-10 4.10487e-10 7.80769e-10 2.82892e-09 5.58476e-10 3.9228e-10 8.59884e-10 4.53857e-10 2.80509e-10 2.08726e-09 6.33043e-10 4.17208e-10 1.72541e-09 6.13098e-10 2.83207e-10 3.00464e-09 4.98765e-10 4.04467e-10 1.56142e-09 1.23716e-09 3.80565e-10 3.07634e-10 6.38256e-10 6.09602e-10 3.40383e-10 1.51574e-09 1.35098e-09 6.0204e-10 1.25289e-09 4.00077e-10
threshold=-0.55327499999999985 -0.54856499999999986 -0.13847499999999999 -0.082284999999999983 -0.090569999999999998 0.11846000000000001 -0.53255499999999989 -0.52445499999999989 0.11048500000000001 0.096900000000000014 0.087855000000000003 0.088820000000000024 -0.076229999999999978 -0.11456499999999999 -1.0000000180025095e-35 0.10263500000000002 -0.44023999999999991 -0.092414999999999983 0.089085000000000011 -0.088099999999999984 0.088125000000000023 0.11863000000000001 0.12191 0.12325000000000001 -0.079499999999999987 0.086950000000000013 -0.085754999999999984 0.10655000000000002 -0.070054999999999992 0.5116750000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 -8 11 10 -10 13 -13 -9 15 -15 -16 18 -18 -19 -20 22 23 24 25 26 -21 29 -29 -26
right_child=1 2 4 -5 5 -7 7 8 9 -11 -12 12 -14 14 16 -17 17 19 20 21 -22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=2.6274719154962948e-07 -4.0662729588802909e-07 1.3060943076226294e-06 -5.0806992733369458e-07 -2.6304932947911965e-07 -6.4305852528637595e-07 4.2830167515040513e-07 4.5161661565177011e-07 5.3469435250636232e-07 -5.621175266025024e-07 1.0063627454118516e-06 1.3471310644774803e-07 -8.4892301929682756e-07 2.0425760486172555e-07 4.5451275302152029e-07 4.4130697278887969e-07 -1.0880329610877791e-06 -7.6309314819278393e-07 7.8253930347216282e-07 4.6631169498466214e-07 3.1686995749383001e-07 -1.4319932283513027e-07 -3.1512320344262438e-07 5.3317168945713176e-07 -4.7180095289637139e-07 -8.594345309807672e-09 9.523478667006203e-07 -7.1890873918789568e-07 -9.2066731831798947e-07 5.3580536683567162e-08 2.3405896078949292e-07
leaf_weight=36 25 20 22 27 21 21 22 21 22 22 32 28 35 28 25 23 32 20 21 34 20 32 22 28 2317 20 20 22 33 70
leaf_count=36 25 20 22 27 21 21 22 21 22 22 32 28 35 28 25 23 32 20 21 34 20 32 22 28 2317 20 20 22 33 70
internal_value=0 -3.06292e-09 2.34172e-10 4.04671e-07 -6.07467e-09 -2.3823e-09 -5.42754e-09 -8.86929e-10 -4.28805e-09 1.85319e-07 -1.49181e-07 -9.34245e-09 -2.63823e-07 -3.592e-09 -7.6773e-09 -2.41145e-07 -3.29333e-09 -7.42377e-09 -2.39595e-07 -9.49938e-10 1.68989e-07 -6.98142e-09 -3.13865e-09 -7.77656e-09 -2.61253e-09 2.08681e-07 -6.67518e-08 -9.01535e-09 -3.36119e-07 -1.47841e-09
internal_weight=0 3085 3060 47 3013 2991 2970 2949 2927 76 54 2851 63 2788 2767 51 2716 2691 73 2618 41 2598 2566 2544 2516 74 54 2442 55 2387
internal_count=3121 3085 3060 47 3013 2991 2970 2949 2927 76 54 2851 63 2788 2767 51 2716 2691 73 2618 41 2598 2566 2544 2516 74 54 2442 55 2387
is_linear=0
shrinkage=0.1


Tree=8795
num_leaves=31
num_cat=0
split_feature=142 11 147 147 147 34 97 34 133 9 13 10 4 2 447 447 44 1429 156 475 132 50 132 1203 131 130 403 475 1429 3
split_gain=2.17947e-10 4.88592e-10 3.70399e-10 4.87038e-10 2.75656e-10 2.48831e-10 7.77545e-10 4.55787e-10 1.0071e-09 9.78133e-10 1.53309e-09 1.06171e-09 6.13143e-09 7.27263e-10 3.39242e-10 2.70939e-10 2.65523e-10 4.8357e-10 6.34403e-10 3.08057e-10 2.86171e-10 6.79051e-09 3.40665e-09 7.68761e-10 4.27893e-10 3.86452e-10 3.92486e-10 2.82879e-10 3.95856e-10 5.68218e-10
threshold=-0.057499999999999989 -0.014494999999999999 0.099730000000000027 0.093875000000000014 0.090755000000000016 -0.085739999999999983 -1.0000000180025095e-35 -0.057544999999999992 0.087035000000000015 0.091600000000000015 -0.0062949999999999994 -0.0093599999999999985 0.053180000000000012 -0.055814999999999997 0.089095000000000021 0.083875000000000019 0.084760000000000016 -0.23752499999999996 0.32523500000000005 0.10142500000000002 -0.083284999999999984 0.097510000000000013 -0.076764999999999986 0.089165000000000008 -0.076979999999999979 0.09364500000000002 -0.020569999999999995 0.051590000000000004 0.12387000000000002 -0.16726499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 -7 11 -11 12 -9 -13 15 16 17 -15 19 20 21 23 -22 24 -19 26 -26 28 29 -24
right_child=1 2 -4 -5 -6 7 -8 9 -10 10 -12 13 -14 14 -16 -17 -18 18 -20 -21 22 -23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=3.0018661825910918e-07 -4.7191236570204806e-07 2.2273573664831149e-07 3.1991124289889843e-07 -4.3369786285351301e-07 3.6201281356322094e-07 8.2709260839562512e-07 -5.9538116440412875e-07 -3.7682502081095766e-07 -9.6255179260896072e-08 1.3864551270614811e-07 -1.0847045304206491e-06 -5.6495146005229051e-07 1.7023538530758704e-06 -4.940539460562832e-07 -4.0070666879425218e-07 2.8756162998544109e-07 2.812227147718328e-07 3.4376448285974194e-07 5.6059335179270425e-07 -3.5410649957157152e-07 -1.310708194068866e-06 1.862299666299805e-06 2.6644435898596353e-07 -6.4735213527455932e-07 -1.0792460041702473e-07 -3.7698603438402092e-07 3.277953317333884e-07 2.6695921416484083e-07 -4.3681001351441888e-07 -9.796147600479498e-09
leaf_weight=24 22 21 36 26 21 21 26 37 27 20 21 23 23 20 21 33 33 29 20 25 20 20 77 21 72 33 29 39 21 2260
leaf_count=24 22 21 36 26 21 21 26 37 27 20 21 23 23 20 21 33 33 29 20 25 20 20 77 21 72 33 29 39 21 2260
internal_value=0 -2.32795e-09 1.03168e-09 -2.74577e-09 9.73036e-10 -1.561e-09 -2.2984e-07 2.08216e-09 3.07709e-07 -2.98174e-09 -4.87948e-07 3.98031e-09 4.20194e-07 -4.9513e-09 -3.0651e-10 2.74887e-09 -7.0785e-10 -4.17163e-09 -4.96592e-10 -4.73764e-09 -1.40523e-09 1.12332e-07 -1.10049e-08 -7.78819e-08 -4.51458e-09 -7.98884e-08 1.71831e-08 -1.60483e-10 -4.57849e-09 -6.94513e-10
internal_weight=0 3097 3075 3039 3013 2992 47 2945 48 2897 41 2856 60 2796 2773 2752 2719 2686 2666 2646 2621 204 2417 184 163 134 101 2397 2358 2337
internal_count=3121 3097 3075 3039 3013 2992 47 2945 48 2897 41 2856 60 2796 2773 2752 2719 2686 2666 2646 2621 204 2417 184 163 134 101 2397 2358 2337
is_linear=0
shrinkage=0.1


Tree=8796
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 2 1204 132 1185 15 403 403 1210 1213 1210 130 130 16 16 12 159 1429 15 133 15 1 15 3 4 483 158
split_gain=2.51665e-10 5.5406e-10 4.3971e-10 3.44429e-10 9.67249e-10 2.42336e-10 2.89483e-10 8.19043e-10 7.89877e-10 2.52616e-10 3.26787e-10 6.55549e-10 2.36948e-09 4.45243e-10 2.75986e-10 4.16583e-10 3.08325e-10 1.33336e-09 3.14317e-09 1.07386e-09 1.72685e-09 1.30443e-09 7.93508e-10 1.21445e-09 7.46617e-10 2.51461e-09 1.28805e-09 6.52823e-10 4.91765e-10 1.08608e-09
threshold=-0.38234499999999999 -0.23587499999999997 -0.092414999999999983 -0.060529999999999994 0.086950000000000013 1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.55327499999999985 -0.54856499999999986 -0.13847499999999999 -0.083944999999999978 -0.090569999999999998 -0.22699999999999995 -0.14628999999999995 0.15891500000000003 0.22339500000000004 0.088930000000000023 0.10545500000000001 -1.0000000180025095e-35 -0.065449999999999994 0.089595000000000022 -0.066844999999999988 0.081315000000000012 -0.069954999999999989 -0.079594999999999985 -0.015039999999999998 -0.47356499999999996 0.11651000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 8 -8 -5 -9 -11 12 -12 -13 -15 -16 28 18 -18 20 -19 -21 24 -24 25 27 -27 -22 -17 -30
right_child=1 2 3 5 -6 -7 7 9 -10 10 11 13 -14 14 15 16 17 19 -20 21 22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-3.2257496010619967e-07 4.9148438007329742e-07 -3.8870799277572528e-07 8.063331048902e-07 -4.7547630178149165e-08 -5.6825630826699276e-08 2.4552789003069057e-07 6.4051466779346817e-07 2.7324490061304959e-07 -6.6061681565088297e-07 -3.6498496501735643e-07 1.190806310660264e-06 -4.5628331070640176e-07 -2.5697859320836454e-07 -3.4206657015071569e-07 4.5323280176035044e-07 -4.4060168526982583e-07 1.6592594077972461e-07 9.4559204313782172e-07 -1.5314961282797411e-06 1.1529363593609787e-07 1.4022788453379083e-07 -9.7819833205411068e-07 -9.4535556532567479e-07 -3.0641339716121949e-08 -7.7127046286936191e-08 1.4515799222181159e-06 3.1665485394682946e-07 -6.3334892388411399e-07 3.6514162986745612e-09 4.7520598877781599e-07
leaf_weight=24 23 29 20 169 37 39 20 33 24 25 20 22 26 24 20 24 24 20 20 20 24 24 21 47 122 20 20 20 2110 50
leaf_count=24 23 29 20 169 37 39 20 33 24 25 20 22 26 24 20 24 24 20 20 20 24 24 21 47 122 20 20 20 2110 50
internal_value=0 2.49916e-09 -1.15948e-09 2.53146e-09 2.46037e-07 -2.11373e-09 -5.38875e-09 2.90237e-09 -1.23784e-07 -1.75854e-09 -5.11596e-09 -1.75647e-09 3.72493e-07 -8.2973e-09 -4.52117e-09 -1.3885e-09 -4.93193e-09 -8.78159e-08 -6.0563e-07 -2.04082e-08 4.85473e-08 -4.81157e-07 -1.69304e-08 -3.13127e-07 8.08431e-08 3.10276e-07 8.84117e-07 -2.11398e-07 9.56518e-09 1.4567e-08
internal_weight=0 3097 3074 3045 57 2988 2949 2756 193 2736 2703 2678 46 2632 2610 2586 2566 382 44 338 294 44 274 68 206 84 40 44 2184 2160
internal_count=3121 3097 3074 3045 57 2988 2949 2756 193 2736 2703 2678 46 2632 2610 2586 2566 382 44 338 294 44 274 68 206 84 40 44 2184 2160
is_linear=0
shrinkage=0.1


Tree=8797
num_leaves=31
num_cat=0
split_feature=1429 1420 1429 154 474 1420 471 156 1420 1427 1427 120 11 130 33 1420 1429 1452 482 1455 158 159 1446 47 47 47 16 16 159 157
split_gain=2.48578e-10 4.72027e-10 4.30477e-10 4.85983e-10 1.15326e-09 4.42775e-10 3.35529e-10 3.87145e-10 5.13838e-10 3.11008e-10 6.39067e-10 6.08316e-10 4.61654e-10 4.61758e-10 3.55699e-10 3.41724e-10 3.18903e-10 3.21965e-10 4.08493e-10 6.90536e-10 1.29152e-09 6.73512e-10 4.41303e-10 4.15047e-10 2.73023e-09 1.98306e-09 4.93868e-10 1.664e-09 1.48899e-09 2.04779e-09
threshold=0.12521000000000002 -0.086589999999999986 0.11475 0.085530000000000009 -0.25711499999999993 1.0000000180025095e-35 0.092925000000000021 -0.092624999999999985 -0.08341999999999998 0.087520000000000001 0.090535000000000018 1.0000000180025095e-35 -0.011194999999999998 -0.23123999999999997 -0.009184999999999997 -0.078304999999999986 0.093705000000000024 -0.073879999999999987 0.11789500000000001 -0.097209999999999977 -0.4686749999999999 -0.45371999999999996 -0.073109999999999994 0.094160000000000008 0.09717000000000002 0.090280000000000013 0.15891500000000003 0.22339500000000004 0.10545500000000001 -0.0045449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 -9 11 -11 12 -10 -14 -15 -16 17 -17 19 -19 -21 -22 -23 25 -25 26 -24 -28 29 -29
right_child=-2 2 -4 -5 5 -7 -8 8 9 10 -12 -13 13 14 15 16 -18 18 -20 20 21 22 23 24 -26 -27 27 28 -30 -31
leaf_value=-4.7476663152814406e-07 3.5141113389869362e-07 -7.2706208594685122e-07 4.1422228457577148e-07 4.8889448400757374e-07 -4.2858478812896854e-07 4.4657932262866367e-07 -3.8416315594927059e-07 4.44898741792398e-07 4.5564494412660264e-07 6.8516971964527327e-07 -1.3192143330947579e-08 -3.8404886053978683e-07 4.7454128377921738e-07 -3.688767804987947e-07 -3.7983048620423198e-07 3.6863425558077207e-07 3.7835795836180998e-07 -4.970870321585608e-07 -3.8706872779974741e-07 6.2381557682149864e-07 -4.5463295341988038e-07 4.3609592613397985e-07 8.8967543689235735e-09 1.0879846238017658e-06 7.5847505397954653e-09 -9.2174623427254694e-07 -8.2534894288748495e-07 6.4673584936435377e-07 -7.1349133916904634e-07 -1.2066747214273871e-07
leaf_weight=21 20 22 25 20 21 22 23 26 22 20 38 42 20 27 24 23 22 28 28 33 33 23 1997 26 233 24 31 45 29 153
leaf_count=21 20 22 25 20 21 22 23 26 22 20 38 42 20 27 24 23 22 28 28 33 33 23 1997 26 233 24 31 45 29 153
internal_value=0 -2.27071e-09 9.50852e-10 -2.43107e-09 -5.6688e-09 -4.01412e-10 -3.68913e-09 -7.40717e-10 2.30805e-09 -1.63147e-09 2.27622e-07 -6.2758e-09 -6.51392e-10 -4.23786e-09 -7.68355e-09 -4.13987e-09 -8.34672e-10 -3.91754e-09 -7.11124e-09 -3.10415e-09 2.16099e-09 -5.74749e-09 3.666e-11 -3.91502e-09 1.16042e-07 -1.75477e-08 -7.92428e-09 -1.38124e-07 -4.42743e-08 5.37424e-08
internal_weight=0 3101 3080 3055 3035 3013 2991 2968 2947 2921 58 2863 2821 2799 2779 2752 2728 2706 2683 2655 2627 2594 2561 2538 259 2279 2255 258 227 198
internal_count=3121 3101 3080 3055 3035 3013 2991 2968 2947 2921 58 2863 2821 2799 2779 2752 2728 2706 2683 2655 2627 2594 2561 2538 259 2279 2255 258 227 198
is_linear=0
shrinkage=0.1


Tree=8798
num_leaves=31
num_cat=0
split_feature=156 472 47 2 47 9 9 3 484 1 484 131 132 1203 394 50 50 42 12 1428 15 1456 156 1429 1429 1455 484 1455 1456 482
split_gain=2.47719e-10 3.42583e-10 2.40027e-10 2.32482e-09 1.15366e-09 3.72878e-10 1.76837e-09 1.20805e-09 3.19402e-10 6.56236e-10 5.41537e-10 3.15975e-10 3.47055e-10 8.21321e-09 3.29265e-09 1.18807e-09 4.04989e-10 1.91523e-09 1.57964e-09 5.81467e-10 9.51799e-10 4.49553e-10 3.65015e-10 3.64314e-10 7.41544e-10 3.66712e-10 1.00056e-09 7.29982e-10 4.6223e-10 7.71667e-10
threshold=0.3248100000000001 -0.097514999999999977 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.085555000000000006 0.092235000000000011 -0.13309499999999996 -0.078424999999999981 0.090275000000000008 -0.051889999999999999 0.13767000000000004 -0.083284999999999984 0.089165000000000008 0.12358500000000001 0.087730000000000016 -0.099524999999999988 0.095885000000000012 0.089625000000000024 -0.020064999999999996 -0.077219999999999983 0.10880000000000002 -0.093169999999999989 -0.081904999999999992 -0.054654999999999988 -0.097209999999999977 0.18587500000000004 -0.089344999999999994 -0.14739999999999998 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 11 -7 -8 9 -5 -10 12 13 15 16 -3 17 18 -14 20 -18 22 -21 -24 -25 26 -26 -27 -29 -30
right_child=-2 2 3 8 -6 6 7 -9 10 -11 -12 -13 14 -15 -16 -17 19 -19 -20 21 -22 -23 23 24 25 27 -28 28 29 -31
leaf_value=4.1496346341318714e-07 -3.2697088284828131e-07 3.8861032504577806e-09 -1.1256326478203961e-06 1.251086843012672e-07 7.4785238092815808e-07 9.5314544872809643e-07 5.0285862201349124e-07 -4.9399404183018751e-07 4.8251814159054151e-07 -6.0696113212088675e-07 -1.5496122459042506e-08 -3.7977910678095714e-07 -5.8191236631031524e-07 2.0471206750016792e-06 -1.2871015159987565e-06 -8.0055198222474981e-07 1.031492998038175e-07 9.9613402169226281e-07 4.0508347317026005e-07 3.5201592595512921e-07 -8.7245253709511418e-07 -3.5065814485177626e-07 -3.5757633846904879e-07 6.1155838579907142e-07 -7.6981697641930289e-07 5.9268964951981967e-07 1.46495189968531e-07 -3.4089336858974443e-07 -6.343501963802299e-09 2.9465721991200963e-07
leaf_weight=20 23 146 20 24 21 23 20 31 24 25 242 22 31 20 20 21 20 23 34 30 20 36 28 20 22 21 26 39 1980 89
leaf_count=20 23 146 20 24 21 23 20 31 24 25 242 22 31 20 20 21 20 23 34 30 20 36 28 20 22 21 26 39 1980 89
internal_value=0 2.42753e-09 -2.53017e-10 -8.01603e-08 9.50598e-09 3.8097e-09 2.25212e-07 -1.03071e-07 -1.37811e-08 -2.48396e-07 2.94375e-08 -2.37753e-09 7.84254e-10 1.32076e-07 -9.28198e-09 -9.72708e-08 1.28288e-09 2.11871e-07 -6.56376e-08 -6.66725e-09 -3.84652e-07 -6.77799e-11 5.52923e-09 8.57497e-10 5.42561e-09 -1.42902e-10 -2.73481e-07 6.01973e-09 1.75293e-10 6.60433e-09
internal_weight=0 3098 3078 335 2743 2722 74 51 315 49 266 2648 2626 187 2439 167 2419 88 65 2331 40 2291 2255 2225 2197 2177 48 2129 2108 2069
internal_count=3121 3098 3078 335 2743 2722 74 51 315 49 266 2648 2626 187 2439 167 2419 88 65 2331 40 2291 2255 2225 2197 2177 48 2129 2108 2069
is_linear=0
shrinkage=0.1


Tree=8799
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1 1 484 40 43 39 9 33 1 13 45 3 3 48 47 47 159 4 52 160 48 43 2 457 156 1373 2
split_gain=2.52106e-10 1.62942e-09 9.77339e-10 2.61142e-10 5.71175e-10 8.04058e-10 1.56132e-09 1.10234e-09 4.30248e-10 1.22852e-09 1.10836e-09 7.03592e-10 3.76883e-10 3.65787e-10 3.45442e-10 1.94518e-09 8.04452e-10 1.71036e-09 2.90003e-09 1.09783e-09 1.44437e-09 1.08159e-09 1.45301e-09 7.82e-10 1.23048e-09 2.67572e-09 1.14064e-09 7.25495e-10 5.65076e-10 9.63383e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.13534000000000004 0.13756000000000004 0.090535000000000018 -0.07632499999999999 -0.063379999999999978 -1.0000000180025095e-35 0.092235000000000011 -0.0066799999999999993 0.088485000000000022 -0.13710499999999998 0.094030000000000016 -0.042499999999999989 -0.053259999999999995 0.086260000000000017 0.092165000000000011 0.07813500000000001 0.10545500000000001 -0.50690499999999983 -0.23375999999999997 0.085330000000000003 -0.072824999999999987 -0.043144999999999996 0.10136500000000002 0.087350000000000011 0.094415000000000013 1.0000000180025095e-35 0.11510000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 8 -5 6 -6 -8 11 10 -10 -3 -9 14 15 -12 17 18 19 20 -16 -22 23 26 -25 -26 -23 -21 29 -18
right_child=1 3 -4 4 5 -7 7 12 9 -11 13 -13 -14 -15 16 -17 28 -19 -20 27 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-2.2995166381354739e-08 8.8552642951288457e-07 -7.3583618233539844e-08 -6.5499833980758079e-07 -4.7784027304130311e-07 7.3905016831434167e-07 -5.0840676407862673e-07 -7.709053215876339e-07 -1.2331766708228997e-07 6.6119441726186785e-07 -6.3204797314142528e-07 3.3131682581904981e-10 7.5517411119108152e-07 3.5503578398480125e-07 -3.7563979230981202e-07 1.022156036882615e-06 -9.245395475595022e-07 -3.0163395815882825e-07 -7.2825999609449364e-07 1.3912173608332523e-06 -6.8344705634141676e-07 -3.4011849918811465e-07 2.5438090880885759e-07 9.4592421526420787e-07 -8.3033316508748364e-08 5.2850428270782382e-08 1.2447294944840613e-06 -7.7821482136641861e-07 1.2139056598433248e-07 3.9006405901628489e-07 2.2908380585088631e-07
leaf_weight=194 21 21 28 35 28 28 20 40 26 30 2015 20 28 25 21 23 119 20 20 24 37 23 26 59 48 31 20 21 22 48
leaf_count=194 21 21 28 35 28 28 20 40 26 30 2015 20 28 25 21 23 119 20 20 24 37 23 26 59 48 31 20 21 22 48
internal_value=0 7.86283e-09 -1.02707e-07 1.45876e-09 -1.1551e-07 -2.7443e-08 8.86517e-08 -1.18293e-07 9.21619e-09 4.25744e-09 1.15212e-08 3.30688e-07 7.36514e-08 5.02946e-09 8.72241e-09 -1.01064e-08 7.99155e-08 1.6969e-07 2.24111e-07 1.48814e-07 2.26362e-07 1.57871e-07 2.46884e-07 1.46469e-07 2.62496e-07 5.2055e-07 -2.25896e-07 -3.07856e-07 -8.63334e-08 -1.49092e-07
internal_weight=0 2899 222 2878 179 144 116 88 2699 2658 2628 41 68 2602 2577 2038 539 350 330 310 265 244 207 181 138 79 43 45 189 167
internal_count=3121 2899 222 2878 179 144 116 88 2699 2658 2628 41 68 2602 2577 2038 539 350 330 310 265 244 207 181 138 79 43 45 189 167
is_linear=0
shrinkage=0.1


Tree=8800
num_leaves=31
num_cat=0
split_feature=9 10 34 2 3 10 16 0 0 13 157 11 13 13 0 0 2 42 1428 157 155 3 11 3 13 2 1210 43 1210 1184
split_gain=2.29739e-10 6.10498e-10 5.725e-10 5.71707e-10 3.43354e-10 2.99872e-10 3.6663e-09 5.07401e-09 6.47166e-10 2.22752e-10 9.94868e-10 1.22441e-09 1.09945e-09 1.01378e-09 7.00788e-10 1.25667e-09 9.39307e-10 7.92796e-10 6.64361e-10 5.60975e-10 3.68584e-10 7.04639e-10 4.32454e-10 6.18034e-10 4.87299e-10 1.20084e-09 9.94289e-10 5.81013e-10 3.47627e-10 3.0786e-10
threshold=0.092410000000000006 0.053330000000000009 -0.028109999999999996 -0.080614999999999978 -0.014944999999999998 -0.010699999999999999 -0.056919999999999991 -0.091794999999999988 -0.057069999999999989 0.10002500000000002 -0.051074999999999988 0.084110000000000004 0.15641500000000003 0.11217000000000001 -0.080434999999999993 -0.094654999999999975 0.10467500000000002 -0.088934999999999986 -0.071779999999999997 0.41580000000000006 0.11562500000000002 -0.079724999999999976 0.08326500000000002 -0.15327499999999997 0.061215000000000012 0.084305000000000005 -0.40154499999999999 -0.08076499999999999 -0.14310999999999999 0.081725000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 7 -5 -9 18 -11 12 13 -12 15 -14 17 -16 -7 20 22 -22 24 -24 26 -26 -20 -27 -28 -30
right_child=4 2 -4 5 -6 9 -8 8 -10 10 11 -13 14 -15 16 -17 -18 -19 19 -21 21 -23 23 -25 25 27 28 -29 29 -31
leaf_value=3.9229887735660742e-07 -2.5124837395259391e-08 -7.5152925633336142e-07 -3.9540745433441772e-09 -1.9232910995015116e-06 4.8620892076911561e-07 -4.3874244019954337e-07 7.5278350860132607e-07 -3.6876532226291724e-07 3.9905672725212975e-07 6.6634616894555596e-07 3.7827788048616639e-08 -5.9447128504887455e-07 2.5643410077285422e-07 1.0113063254997858e-06 1.160136291757765e-07 -6.2165175593192473e-07 -2.3292061008817201e-07 9.4669162912452972e-07 5.8350450366372669e-07 4.1596779318808787e-07 -6.6056959582283534e-07 1.2294149343006211e-07 5.6131969401462815e-07 -1.1827312045684464e-07 -8.989701774182669e-07 3.2092462300136471e-07 -3.8425347931673557e-07 -3.2922512462261822e-07 2.7033859099407915e-09 -2.961051268357551e-07
leaf_weight=37 29 21 20 20 24 35 29 23 21 27 20 28 28 23 27 39 32 20 29 32 24 22 32 23 21 27 24 28 2321 35
leaf_count=37 29 21 20 20 24 35 29 23 21 27 20 28 28 23 27 39 32 20 29 32 24 22 32 23 21 27 24 28 2321 35
internal_value=0 -3.56738e-09 -3.86858e-07 1.6242e-09 2.06423e-07 -3.21023e-09 -1.79962e-07 -6.02613e-07 -2.3048e-09 2.4639e-09 9.38985e-08 2.26723e-08 1.14101e-07 5.58526e-07 -1.67913e-08 -2.54691e-07 1.84971e-07 4.69494e-07 -5.94546e-09 -1.59406e-10 -5.3087e-09 -2.85847e-07 -2.28086e-10 2.77126e-07 -6.36671e-09 -2.5568e-07 1.49872e-09 -1.00607e-08 -5.59294e-09 -1.73562e-09
internal_weight=0 3068 41 3027 53 2990 93 64 44 2897 244 217 189 43 146 67 79 47 2653 2618 2586 46 2540 55 2485 76 2409 55 2380 2356
internal_count=3121 3068 41 3027 53 2990 93 64 44 2897 244 217 189 43 146 67 79 47 2653 2618 2586 46 2540 55 2485 76 2409 55 2380 2356
is_linear=0
shrinkage=0.1


Tree=8801
num_leaves=31
num_cat=0
split_feature=44 46 1429 156 1 1 150 147 457 1 15 1 34 3 16 4 1 1 1 15 42 1 4 1 3 403 1447 4 16 480
split_gain=2.52145e-10 1.04379e-09 4.50922e-10 6.08137e-10 3.43454e-10 1.88468e-09 8.82944e-10 1.19624e-09 1.32319e-09 8.54293e-10 2.33655e-09 9.40786e-10 1.25086e-09 8.00705e-10 6.61443e-10 7.3193e-10 1.12283e-09 8.0151e-10 6.50273e-10 8.20716e-09 3.95039e-09 6.99884e-09 4.67256e-09 3.90006e-09 8.51242e-09 2.05235e-09 1.21551e-09 1.11201e-09 1.36525e-09 8.47321e-10
threshold=0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.10684 0.10727500000000002 0.12706500000000001 0.097430000000000003 0.085090000000000013 0.104035 -0.049819999999999996 0.10293500000000001 -0.057544999999999992 -0.072894999999999988 0.63636000000000015 -0.047864999999999991 0.11282000000000002 0.11181500000000001 0.09253500000000002 -0.10203999999999998 0.090545000000000014 0.094465000000000007 -0.067104999999999984 0.091535000000000019 -0.081054999999999974 -1.0000000180025095e-35 0.059120000000000013 0.00063500000000000004 0.26799500000000004 0.10344000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 9 -6 7 8 14 11 -11 12 -4 -13 15 16 -7 -17 23 -20 21 -21 25 26 -25 -22 29 28 -23 -14
right_child=1 -3 3 -5 5 6 -8 -9 -10 10 -12 13 18 -15 -16 17 -18 -19 19 20 22 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.7684119294899577e-07 7.7917649463188367e-07 -1.6669869208182523e-07 6.7577367234759686e-07 5.4915346026973576e-07 -9.2218415005618225e-07 8.5881988822352064e-07 5.7190997349311076e-07 -6.5378529976456436e-07 7.3513224256254785e-07 -3.0476118463748546e-07 9.4960515925225949e-07 -1.8963481807077189e-08 5.3556969467800476e-09 -9.0306776585402123e-07 -5.9349704464104691e-07 -4.207014190645471e-07 -1.7645476987127041e-07 -1.7717494382729628e-08 1.5989880250298057e-06 -1.7447106575130627e-06 4.1937178220255849e-07 5.8711103649172335e-07 1.3076987769977678e-06 3.8877670208008079e-07 -2.4617481156496978e-06 -8.2719349256876738e-07 5.8914819549370037e-07 -5.9876347519172628e-07 -3.379345680851084e-07 -4.0368197438475856e-07
leaf_weight=20 20 28 28 20 25 22 23 32 22 27 33 20 1941 21 22 57 20 368 34 31 28 39 36 22 20 25 35 23 27 52
leaf_count=20 20 28 28 20 25 22 23 32 22 27 33 20 1941 21 22 57 20 368 34 31 28 39 36 22 20 25 35 23 27 52
internal_value=0 2.27416e-07 -3.56173e-09 -4.61305e-10 -4.08554e-09 -7.24888e-08 -3.49581e-08 -6.06634e-08 -2.35207e-08 1.24691e-08 3.8514e-07 3.08189e-09 1.13989e-08 -4.71797e-07 -5.76524e-08 -3.24092e-08 3.65832e-07 -7.17648e-08 3.35628e-09 1.5811e-07 -7.62907e-08 -4.50704e-07 4.28536e-07 -1.48105e-08 -9.68616e-07 -1.68631e-07 4.94287e-09 1.72714e-11 2.08683e-07 -5.31664e-09
internal_weight=0 48 3073 3053 3033 591 566 543 511 2442 60 2382 2341 41 489 467 42 425 2313 243 209 120 89 2070 42 53 2028 89 66 1993
internal_count=3121 48 3073 3053 3033 591 566 543 511 2442 60 2382 2341 41 489 467 42 425 2313 243 209 120 89 2070 42 53 2028 89 66 1993
is_linear=0
shrinkage=0.1


Tree=8802
num_leaves=31
num_cat=0
split_feature=472 1429 1425 1426 12 130 132 50 1185 1203 132 1200 133 42 41 33 12 43 43 43 42 1213 1210 4 42 13 147 147 483 160
split_gain=2.5399e-10 5.14036e-10 4.3553e-10 3.29073e-10 2.35149e-10 3.80858e-10 2.36581e-10 5.80055e-09 3.3424e-09 1.09627e-09 3.18205e-10 3.07894e-10 3.8758e-10 3.9147e-10 3.4525e-10 1.12966e-09 9.05766e-10 3.20099e-10 7.3084e-10 7.15763e-10 1.6191e-09 2.59729e-09 1.08354e-09 4.3607e-10 6.50282e-10 9.9913e-10 4.07964e-10 1.01785e-09 4.51218e-10 5.74232e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 1.0000000180025095e-35 0.23631000000000002 -0.22461999999999996 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.044384999999999994 0.092250000000000013 -0.50375999999999987 -0.050249999999999996 0.088520000000000015 -0.0066799999999999993 0.085565000000000016 0.07827000000000002 0.08845500000000002 0.055925000000000009 0.10892 -1.0000000180025095e-35 0.15724500000000002 -0.079329999999999984 0.10705500000000003 -0.10278499999999999 0.099730000000000027 0.093875000000000014 -0.47181499999999993 0.089640000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 9 -8 -7 -10 12 13 -12 15 -14 -16 19 -19 22 21 -21 26 -20 25 -25 27 28 -17 -30
right_child=1 2 -4 -5 -6 6 8 -9 10 -11 11 -13 14 -15 16 17 -18 18 23 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-3.2405885761477295e-07 4.7350581454615485e-07 3.7591325457874017e-07 -4.3453562949233186e-07 4.0655655482169099e-07 -3.1894292424508225e-07 1.3619101410259047e-08 -1.2369093388480741e-06 1.7216925323282339e-06 3.3010471450575884e-07 -7.6767817553502497e-07 6.0631963527785486e-07 -3.9382185335057329e-07 6.0010748829001628e-07 1.5111518939884641e-08 1.275973686545142e-07 4.0753368919181584e-07 -7.2638143597427904e-07 -7.0880232215131402e-07 2.2184718547216623e-07 -1.4113127008386073e-07 -2.1828775683228313e-07 1.4018699206808095e-06 -6.2627757171997345e-07 1.5192109779706341e-08 2.5323830125553622e-07 -7.027382403003281e-07 3.2451223075730995e-07 -6.4042520489238086e-07 1.3334519111913152e-08 -1.5590846197723308e-07
leaf_weight=24 23 27 23 20 23 176 22 20 29 20 21 20 31 24 27 27 23 20 39 20 34 24 28 42 27 36 38 25 1985 223
leaf_count=24 23 27 23 20 23 176 22 20 29 20 21 20 31 24 27 27 23 20 39 20 34 24 28 42 27 36 38 25 1985 223
internal_value=0 2.51328e-09 -1.01074e-09 2.2574e-09 -4.10365e-10 2.02522e-09 -1.36122e-09 9.94317e-08 -9.23509e-09 -6.61051e-08 6.11364e-10 -2.90938e-09 -7.28605e-12 2.91009e-07 -4.95093e-09 5.64166e-11 -2.65233e-07 -7.18719e-09 -1.4236e-07 2.03427e-09 3.00006e-07 7.00506e-07 -7.95791e-09 -6.36877e-08 -1.69744e-07 -3.1616e-07 -4.23987e-10 -5.88752e-09 1.21022e-09 -3.75841e-09
internal_weight=0 3097 3074 3051 3031 3008 2981 216 2765 196 2743 2714 2694 45 2649 2599 50 2568 164 2404 78 44 2326 144 105 78 2298 2260 2235 2208
internal_count=3121 3097 3074 3051 3031 3008 2981 216 2765 196 2743 2714 2694 45 2649 2599 50 2568 164 2404 78 44 2326 144 105 78 2298 2260 2235 2208
is_linear=0
shrinkage=0.1


Tree=8803
num_leaves=31
num_cat=0
split_feature=130 130 130 52 15 130 52 394 4 1204 132 1203 42 133 0 3 156 0 12 0 51 16 11 45 46 97 374 0 160 474
split_gain=2.30137e-10 3.48163e-10 1.07481e-09 7.6344e-10 7.22921e-10 6.06718e-10 4.71785e-10 4.71346e-10 1.55889e-09 4.48186e-10 7.62499e-09 4.4995e-10 1.60402e-09 3.07971e-10 2.99325e-10 3.12864e-10 1.05031e-09 4.30925e-10 1.19215e-09 1.05229e-09 1.01218e-09 1.31345e-09 4.97843e-10 2.77693e-10 1.02321e-09 3.6282e-10 5.42331e-10 4.19707e-10 1.49666e-09 1.81763e-09
threshold=-0.22699999999999995 -0.0089599999999999975 -0.0048749999999999991 0.095415000000000014 0.088345000000000021 -0.015559999999999999 0.085815000000000016 -0.088129999999999986 -0.079329999999999984 -0.08130999999999998 -0.083284999999999984 0.088155000000000011 -0.067534999999999998 -0.085499999999999979 0.22582000000000002 -0.24462999999999999 0.3248100000000001 0.12113000000000002 0.086565000000000017 0.089620000000000019 -0.079189999999999983 0.23311500000000004 -0.011194999999999998 0.084355000000000013 0.10253500000000002 -0.084639999999999979 0.08987500000000001 -0.043914999999999989 -0.088854999999999976 0.088585000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 13 -7 8 -4 10 -9 14 -13 -2 15 -11 17 19 -19 22 -20 -22 -17 25 -25 -24 27 -27 -29 -30
right_child=1 2 7 -5 -6 6 -8 9 -10 11 -12 12 -14 -15 -16 16 -18 18 20 -21 21 -23 23 24 -26 26 -28 28 29 -31
leaf_value=-2.9627554470633954e-07 -4.7876603645136132e-07 -5.5767271208294134e-07 7.9582338149261242e-07 7.1200870095822215e-07 5.2735844064955022e-07 6.1640961397959312e-09 6.702549714532325e-07 8.0937065727185014e-07 -3.4394449190109475e-07 3.6537528928973822e-07 -1.2932973998301479e-06 -2.9973095649893366e-07 8.2384665321173832e-07 -5.3043348809454687e-08 -3.9015971424305464e-07 4.9597022709235718e-07 -7.2696547476880373e-07 -4.1043947352709839e-07 -1.0356605433988383e-07 -6.6628491429317673e-07 2.173726834371337e-07 1.3046209507194818e-06 -4.3380252193969678e-07 7.779027956189567e-07 -1.6579899887911208e-07 -2.362249686476733e-08 4.3954045483789943e-07 -5.5893275509156922e-07 1.2047768117461209e-07 1.1378471532452749e-06
leaf_weight=26 20 35 28 20 29 23 20 34 21 23 35 24 27 113 20 20 20 23 24 24 25 20 20 20 27 2182 27 27 144 20
leaf_count=26 20 35 28 20 29 23 20 34 21 23 35 24 27 113 20 20 20 23 24 24 25 20 20 20 27 2182 27 27 144 20
internal_value=0 2.48479e-09 -6.9062e-09 1.22272e-07 6.47368e-08 -1.14906e-08 3.15044e-07 -1.06614e-10 3.07351e-07 -5.51417e-09 -2.572e-07 8.77562e-10 2.95104e-07 -1.17062e-07 -4.75093e-09 -1.83779e-09 -5.05773e-09 4.89009e-10 2.13055e-07 -7.29914e-09 4.20886e-07 7.00594e-07 -9.39813e-10 -4.96827e-09 2.35776e-07 -9.64388e-09 -6.10923e-09 -1.11798e-08 1.30966e-07 2.44547e-07
internal_weight=0 3095 2870 225 205 176 43 2835 49 2786 69 2717 51 133 2666 2646 2623 2603 92 2511 69 45 2487 2467 47 2420 2400 2373 191 164
internal_count=3121 3095 2870 225 205 176 43 2835 49 2786 69 2717 51 133 2666 2646 2623 2603 92 2511 69 45 2487 2467 47 2420 2400 2373 191 164
is_linear=0
shrinkage=0.1


Tree=8804
num_leaves=31
num_cat=0
split_feature=132 1185 1186 15 50 11 16 133 142 147 150 151 448 150 1374 447 1 34 124 9 10 2 106 43 44 0 48 160 48 16
split_gain=2.83978e-10 1.78899e-09 7.18076e-10 5.87416e-10 3.17547e-10 2.69216e-10 2.55957e-10 7.69079e-10 2.31199e-10 2.36165e-10 3.91267e-10 1.51666e-09 5.76923e-10 3.83052e-10 3.50654e-10 3.10668e-10 2.98524e-10 6.98087e-10 2.38941e-09 1.30292e-09 2.08083e-09 8.93404e-10 7.20968e-10 6.49227e-10 3.71563e-10 8.5923e-10 4.52524e-10 1.24822e-09 1.35277e-09 2.33664e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.049580000000000006 0.092400000000000024 0.09227500000000001 -0.072629999999999986 -0.095094999999999985 -0.43349999999999994 -0.057499999999999989 0.099730000000000027 0.12640500000000002 0.015440000000000001 1.0000000180025095e-35 0.11857000000000002 -0.23782999999999996 0.089595000000000022 0.13820500000000002 -0.057544999999999992 -0.080874999999999989 0.091600000000000015 -0.0093599999999999985 -0.055814999999999997 0.08759500000000002 -0.063379999999999978 0.099360000000000018 -0.24955499999999997 0.10061000000000002 -0.081399999999999986 0.10891500000000001 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -3 -1 -8 -7 10 12 -12 13 14 -10 16 17 18 22 20 -19 -22 -16 -18 25 -23 -27 -28 29 -29
right_child=1 5 -4 -5 -6 8 7 -9 9 -11 11 -13 -14 -15 15 -17 23 19 -20 -21 21 24 -24 -25 -26 26 27 28 -30 -31
leaf_value=-1.8793811687689207e-07 9.2798814616149428e-07 -3.5509717179815243e-07 -6.6541241846520972e-07 -5.0445467218196428e-07 -3.1655244583816969e-07 -3.2632010125155377e-07 7.004745324223905e-07 2.1175179938381917e-08 3.9641879588405413e-07 2.6120825170986941e-07 -9.5282617280645358e-07 1.5076839879453253e-07 4.8682522356102715e-07 -4.1134057265811531e-07 -4.7737246004712862e-07 3.8740026247247835e-07 -4.9447577698389843e-07 8.3434826099922565e-07 1.0020163978907703e-06 -6.9184931703603072e-07 -6.6922990228590605e-07 6.4235271029896723e-07 3.1478208200041992e-07 1.5214560059306464e-08 -4.2729986532208392e-07 -1.2014037504421505e-08 -3.964230280928405e-07 1.5485170494144996e-06 5.8361827786772732e-08 1.1080232127369527e-07
leaf_weight=31 21 21 21 25 25 21 20 100 23 36 20 33 25 22 27 21 38 30 30 27 20 21 20 73 20 2190 32 20 82 26
leaf_count=31 21 21 21 25 25 21 20 100 23 36 20 33 25 22 27 21 38 30 30 27 20 21 20 73 20 2190 32 20 82 26
internal_value=0 8.35187e-09 -1.09e-07 -5.08669e-08 1.35632e-08 1.64153e-09 6.82181e-08 1.34392e-07 4.26369e-09 6.7116e-09 3.4395e-09 -2.65682e-07 8.63187e-09 4.23994e-09 7.62615e-09 4.28576e-09 1.25662e-09 8.25815e-09 3.04767e-07 -9.92739e-10 6.64885e-09 -3.65019e-09 -1.40285e-07 -1.59274e-07 1.91719e-09 5.53775e-09 -1.52939e-10 1.62196e-07 3.01851e-07 7.35896e-07
internal_weight=0 2899 222 201 176 2878 151 120 2857 2836 2800 53 2747 2722 2700 2677 2656 2545 77 2468 2441 2411 47 111 2391 2371 2350 160 128 46
internal_count=3121 2899 222 201 176 2878 151 120 2857 2836 2800 53 2747 2722 2700 2677 2656 2545 77 2468 2441 2411 47 111 2391 2371 2350 160 128 46
is_linear=0
shrinkage=0.1


Tree=8805
num_leaves=31
num_cat=0
split_feature=10 0 0 16 9 3 13 46 46 132 1185 1203 2 9 13 0 471 0 0 12 13 2 1210 2 4 13 160 49 13 401
split_gain=2.47032e-10 2.66986e-09 3.09473e-09 8.78706e-10 4.09714e-10 1.65526e-09 4.08452e-10 2.72664e-10 5.16731e-10 2.4694e-10 1.44072e-09 6.65243e-10 2.46295e-10 3.48775e-10 2.46165e-10 8.78102e-10 5.45107e-10 1.01821e-09 3.64745e-09 1.26639e-09 5.32349e-10 1.89273e-09 8.48625e-10 5.02312e-10 1.47635e-09 6.09909e-10 4.40713e-10 1.31122e-09 8.58087e-10 3.61442e-10
threshold=-0.011239999999999998 -0.10224499999999999 -0.084804999999999978 -0.0098449999999999979 0.085555000000000006 -0.083784999999999984 -0.084034999999999985 0.10987500000000001 0.083550000000000013 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.045829999999999989 -0.013509999999999999 0.10002500000000002 0.12358500000000001 -0.083284999999999984 0.12445000000000002 0.10455500000000001 0.095330000000000012 0.061215000000000012 0.087015000000000023 -0.40154499999999999 0.080205000000000012 -0.093124999999999986 0.24813000000000004 -1.0000000180025095e-35 0.096415000000000015 0.19762500000000002 0.076195000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 7 -6 -4 8 9 11 -11 -2 -12 -14 16 23 -15 18 20 -19 22 -22 -18 -16 25 -25 -26 28 -28 -24
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leaf_value=-1.0613293953838365e-06 -3.3357957115201493e-08 1.0315596294565065e-06 -3.0889865258912957e-07 -7.5117815012874969e-07 9.7269520079548567e-07 -1.6300319854832251e-07 2.6962055939678138e-07 3.5973759116543423e-07 -4.7400781360683262e-07 8.3519272276957743e-07 -2.5255768344175372e-07 -5.5564618942785929e-07 3.0407655614430372e-07 -5.2654847735311707e-07 3.595347837553594e-07 6.6166349779450684e-07 5.4412432981390058e-07 -1.1035415681177526e-07 -1.324866074507251e-06 8.0697982946944922e-07 -1.0829779199639234e-06 1.4301003863479043e-07 1.1920498191126744e-08 -8.4247791960478939e-07 -1.2462166103852304e-07 -1.0794736851948982e-07 9.4399261212986727e-07 -3.3887802196066178e-07 1.2913332613588107e-07 -1.3492187861718484e-07
leaf_weight=25 189 26 23 23 21 33 26 21 23 21 37 28 39 20 38 25 29 27 21 34 20 34 1995 26 39 20 28 23 24 183
leaf_count=25 189 26 23 23 21 33 26 21 23 21 37 28 39 20 38 25 29 27 21 34 20 34 1995 26 39 20 28 23 24 183
internal_value=0 -1.38897e-07 9.64175e-08 -2.41273e-07 5.69887e-09 2.78657e-07 -1.92927e-09 6.92162e-10 -1.88736e-09 1.85704e-09 1.01559e-08 -1.0075e-07 3.6473e-09 7.25857e-09 2.7822e-09 1.03216e-07 -6.69586e-09 -2.25837e-09 -1.30364e-08 4.00947e-07 -8.52243e-10 -3.1106e-07 6.73779e-09 3.27046e-08 -4.49176e-08 -5.23117e-07 1.4804e-07 2.89824e-07 5.67904e-07 -4.17498e-10
internal_weight=0 123 98 72 2998 54 49 2944 2923 2900 2683 217 2662 2625 2586 223 2363 2343 2282 61 2261 54 2207 198 160 46 114 75 52 2178
internal_count=3121 123 98 72 2998 54 49 2944 2923 2900 2683 217 2662 2625 2586 223 2363 2343 2282 61 2261 54 2207 198 160 46 114 75 52 2178
is_linear=0
shrinkage=0.1


Tree=8806
num_leaves=31
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split_feature=1429 1420 11 12 155 157 11 475 156 156 1429 3 43 156 156 13 156 1453 474 474 474 2 13 475 13 52 475 474 475 475
split_gain=2.45879e-10 4.2959e-10 3.91775e-10 1.33599e-09 2.50108e-09 1.05599e-09 7.84256e-10 4.0175e-10 5.67578e-10 1.05012e-09 9.75508e-10 9.0951e-10 1.55764e-09 7.83101e-10 6.45e-10 5.96272e-10 5.90964e-10 4.14297e-10 5.56163e-10 1.97887e-09 7.70231e-10 7.3697e-10 1.2081e-09 6.59585e-10 3.63696e-09 3.21133e-09 1.23956e-09 1.18865e-09 1.20238e-09 5.37518e-10
threshold=0.12521000000000002 -0.086589999999999986 0.088215000000000002 0.10149500000000002 0.12509500000000004 -0.49695999999999996 0.099410000000000012 -0.47599999999999992 0.09747500000000002 0.092385000000000009 -0.090064999999999992 -0.079594999999999985 -0.08076499999999999 0.12260000000000001 0.091155000000000014 -0.078279999999999975 0.089950000000000016 0.088260000000000019 0.088985000000000022 0.08708500000000001 0.092115000000000016 0.10402500000000002 -0.052719999999999996 -0.085719999999999977 -0.085804999999999979 -0.026204999999999996 -0.08466499999999999 0.084550000000000014 -0.016104999999999998 0.05680000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -5 -7 9 14 -10 12 -12 15 16 -13 17 18 19 23 -20 22 -22 24 -9 -26 -25 28 -28 -30
right_child=-2 2 3 6 -6 7 -8 8 10 -11 11 13 -14 -15 -16 -17 -18 -19 20 -21 21 -23 -24 26 25 -27 27 -29 29 -31
leaf_value=-4.5301190452630093e-07 3.4950040831205345e-07 -6.5313071218042751e-07 -5.0862162824755777e-08 -5.9665429716915244e-07 1.3631037882594848e-06 -4.4712775036259702e-07 1.6402557183468934e-07 1.1162349356056673e-06 8.4124522492956543e-07 -6.1705814329928086e-07 3.4924747794825041e-07 4.3614716362079042e-07 -7.804988964739305e-07 8.3809616114649553e-07 5.2580281224278298e-07 -1.7461834242264258e-07 -5.3442272338716496e-07 3.3044059729202158e-07 -7.2880427476699581e-07 9.2623255588240796e-07 -2.3953499827200631e-07 -5.975897389968547e-07 6.8304772650084156e-07 -6.3275891761804823e-07 4.8197054146233618e-07 -1.2337570052523006e-06 7.550231294945185e-07 -6.2154546721756324e-07 -6.092647535212545e-10 -5.2122364792239749e-07
leaf_weight=21 20 25 29 23 22 20 33 31 20 28 23 31 26 20 23 33 21 37 24 23 40 21 22 32 24 20 21 31 2357 20
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internal_value=0 -2.25556e-09 8.17775e-10 1.88814e-07 5.59084e-07 -5.94831e-09 -1.48397e-07 -4.59993e-10 2.59102e-09 -7.7471e-09 1.90096e-07 9.2179e-08 -2.5021e-07 2.91906e-07 -1.53643e-09 1.21221e-07 -5.989e-09 -1.88353e-09 -6.49568e-09 2.84391e-09 -2.2986e-07 -8.55872e-08 8.78331e-08 -5.53067e-09 2.86606e-07 -2.97906e-07 -1.44337e-08 -6.28775e-09 1.66596e-09 -4.9897e-09
internal_weight=0 3101 3080 107 51 2973 56 2948 2928 2775 153 133 49 84 2747 64 2724 2703 2666 2559 107 83 62 2536 75 44 2461 2429 2398 2377
internal_count=3121 3101 3080 107 51 2973 56 2948 2928 2775 153 133 49 84 2747 64 2724 2703 2666 2559 107 83 62 2536 75 44 2461 2429 2398 2377
is_linear=0
shrinkage=0.1


Tree=8807
num_leaves=31
num_cat=0
split_feature=9 9 0 10 51 10 123 97 9 43 45 2 1447 480 159 3 482 1456 158 1455 482 482 1371 150 49 1348 149 12 51 12
split_gain=2.51585e-10 6.43954e-10 4.15676e-10 2.77222e-10 6.01368e-10 5.31033e-10 1.04973e-09 4.7255e-10 9.55339e-10 2.673e-10 2.59513e-10 2.26638e-10 2.28947e-10 5.39947e-10 2.71181e-10 6.94139e-10 5.85789e-10 7.29009e-10 7.26161e-10 4.788e-10 4.73318e-10 7.13845e-10 4.31782e-10 5.17718e-10 1.44264e-09 6.93962e-10 4.98544e-10 4.38926e-10 1.14351e-09 1.00605e-09
threshold=0.092410000000000006 0.088235000000000022 -0.047369999999999995 -0.086389999999999981 0.081440000000000026 -0.0087699999999999983 0.083855000000000013 -0.083229999999999985 -0.013509999999999999 -0.081944999999999976 0.094030000000000016 -0.0091949999999999983 0.071705000000000005 0.085075000000000026 -0.47354999999999997 -0.079379999999999992 0.11789500000000001 -0.079429999999999987 -0.4686749999999999 0.10994000000000001 0.11117500000000001 0.099315000000000014 0.08976000000000002 0.12416000000000001 -0.049039999999999993 -0.047944999999999995 0.091325000000000003 0.094375000000000014 0.14330000000000001 0.09364500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 9 6 -5 -7 -9 -1 11 -10 14 -14 15 -13 18 -18 -16 20 21 22 23 25 -25 -20 27 29 -29 -27
right_child=2 -3 -4 5 -6 7 -8 8 10 -11 -12 12 13 -15 16 -17 17 -19 19 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-1.9265214291408483e-07 5.484471025531755e-07 -5.1969733879294233e-07 -1.9912463477383781e-08 8.5619586459848689e-07 1.3564070088485155e-07 -4.8442372303725277e-07 -1.5609823037721073e-07 6.5980302498370635e-07 -2.9225098088567432e-07 -7.096625415670133e-07 -2.7231805924137527e-07 -1.3846962257871168e-07 -5.8439378417487903e-07 1.4161666967993371e-07 5.2560823641451189e-07 6.8470227816419542e-07 5.1007379617828981e-08 -8.0281267258897057e-07 -5.799614632451267e-07 -4.6019642445054906e-07 4.5991992381103679e-07 -5.764010490154414e-07 -4.3218132326217076e-07 -2.8409216286107152e-07 8.5537168342852962e-07 2.8491819426759266e-08 -4.3293192413784714e-07 -2.9798582902867986e-08 -7.3377777075241588e-07 5.0708268348545158e-07
leaf_weight=20 22 24 31 21 31 20 20 22 26 20 35 21 21 20 27 20 20 20 20 22 23 21 22 20 25 1835 25 598 24 45
leaf_count=20 22 24 31 21 31 20 20 22 26 20 35 21 21 20 27 20 20 20 20 22 23 21 22 20 25 1835 25 598 24 45
internal_value=0 -3.73683e-09 2.1601e-07 3.31193e-10 -1.9495e-07 4.99481e-09 3.62394e-07 -2.92087e-12 3.32415e-09 -4.51157e-07 -1.67327e-09 1.64462e-09 4.34567e-09 -2.30242e-07 7.79549e-09 2.63078e-07 3.98531e-09 -3.75903e-07 9.59873e-09 4.40013e-09 8.24555e-09 4.30304e-09 8.96822e-09 1.27125e-08 3.48943e-07 6.77207e-09 1.14158e-08 1.58557e-08 -5.69618e-08 3.99475e-08
internal_weight=0 3068 53 3044 71 2973 41 2932 2912 40 2890 2855 2829 41 2788 41 2747 40 2707 2680 2658 2635 2614 2592 45 2547 2527 2502 622 1880
internal_count=3121 3068 53 3044 71 2973 41 2932 2912 40 2890 2855 2829 41 2788 41 2747 40 2707 2680 2658 2635 2614 2592 45 2547 2527 2502 622 1880
is_linear=0
shrinkage=0.1


Tree=8808
num_leaves=31
num_cat=0
split_feature=46 12 4 12 1 142 45 132 1203 1185 1186 0 0 47 1 0 52 1 48 52 0 15 0 16 41 9 0 1213 15 15
split_gain=2.55226e-10 2.90029e-10 3.82675e-10 3.34812e-10 1.07888e-09 9.23996e-10 1.3893e-09 2.95007e-10 6.51429e-09 3.65425e-09 6.86394e-10 3.00137e-10 5.25544e-09 2.26624e-09 6.87672e-09 4.07101e-09 8.11473e-10 1.68871e-09 8.10109e-10 1.43192e-09 7.75149e-10 2.18027e-09 8.99235e-10 2.1947e-09 6.75628e-10 1.40953e-09 5.71591e-10 1.99784e-09 6.73073e-09 1.78094e-09
threshold=0.096120000000000011 0.23631000000000002 0.63113500000000011 0.12757000000000002 0.11669000000000002 -0.057499999999999989 1.0000000180025095e-35 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 1.0000000180025095e-35 -0.10224499999999999 -0.10096999999999999 0.092710000000000015 0.10587000000000001 -0.10607499999999999 0.084735000000000019 0.082005000000000008 0.097500000000000017 -0.069804999999999992 -0.097024999999999986 -0.092489999999999989 -0.093584999999999988 -0.11118499999999999 0.088520000000000015 0.087755000000000014 -0.086934999999999985 0.04198000000000001 0.085550000000000015 0.083195000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 10 -9 -7 13 -13 15 -15 16 18 -18 -11 -20 21 -14 23 -22 25 26 27 28 29 -24
right_child=-2 -3 -4 4 -6 6 -8 9 -10 11 -12 12 20 14 -16 -17 17 -19 19 -21 22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.3258855671778216e-07 2.6852173813754886e-07 -3.6483484316043117e-07 3.6754798843828342e-07 3.994288900373751e-08 -8.1942740247801079e-07 -2.7482041349166582e-09 -7.7787113132612642e-07 -1.2897312039037637e-06 1.8310815417521553e-06 7.256461860040053e-08 -6.2499924240455591e-07 1.5579541328944206e-06 -1.1461288677723629e-06 -2.16044677699756e-06 3.356904198881239e-08 1.2587584055836488e-06 5.1304075751349136e-08 -9.0343052150387848e-07 1.7367521130446612e-07 -1.0086203835157902e-06 8.8478530132437976e-07 6.8587697354713686e-08 -1.1085175836700323e-07 -2.2113271744969739e-07 -5.4820174090702327e-07 6.1226813773816368e-07 2.1671323226989831e-08 7.5804286439051802e-07 -1.5628266169187555e-06 7.7342340020436496e-07
leaf_weight=23 35 22 28 48 21 156 23 22 20 283 20 22 22 20 50 25 44 32 21 20 38 45 256 34 22 38 1650 24 32 25
leaf_count=23 35 22 28 48 21 156 23 22 20 283 20 22 22 20 50 25 44 32 21 20 38 45 256 34 22 38 1650 24 32 25
internal_value=0 -3.04546e-09 -4.47754e-10 -3.84165e-09 -2.21605e-07 1.2226e-09 -3.70995e-09 2.38581e-09 1.20882e-07 -6.13724e-09 -7.34585e-08 4.31007e-09 2.00876e-08 -6.60674e-08 -5.93293e-07 2.07697e-08 -5.66046e-08 -3.50689e-07 1.23783e-08 -4.03054e-07 4.61047e-09 -3.30274e-07 1.51991e-08 3.62546e-07 2.9817e-09 8.96987e-09 -2.56779e-09 -1.21246e-07 -1.88667e-07 -3.21796e-08
internal_weight=0 3086 3064 3036 69 2967 2944 2921 196 2725 176 2703 2208 495 70 425 400 76 324 41 2186 67 2119 72 2047 2025 1987 337 313 281
internal_count=3121 3086 3064 3036 69 2967 2944 2921 196 2725 176 2703 2208 495 70 425 400 76 324 41 2186 67 2119 72 2047 2025 1987 337 313 281
is_linear=0
shrinkage=0.1


Tree=8809
num_leaves=31
num_cat=0
split_feature=132 394 1203 50 1212 402 402 16 0 131 1212 402 1213 1213 13 1213 402 402 129 402 402 1185 129 129 3 52 43 129 12 42
split_gain=2.30718e-10 1.22964e-09 1.20935e-09 2.78781e-10 2.45583e-10 2.89233e-09 2.78214e-09 1.45292e-09 1.74491e-09 5.15949e-10 5.86873e-10 4.00919e-10 4.42771e-10 4.99776e-10 3.03674e-09 6.59402e-10 4.54788e-10 1.14443e-09 3.77959e-10 6.15668e-10 1.15724e-09 4.72437e-10 4.63689e-10 1.21864e-09 1.07967e-09 1.99096e-09 1.61511e-09 1.09816e-09 9.5075e-10 8.82952e-10
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.093975000000000017 -0.089544999999999986 0.13924000000000003 0.23460000000000003 -0.092484999999999984 -0.086284999999999987 0.13695500000000002 0.13631000000000001 0.11522000000000002 -0.21306999999999995 -0.087529999999999983 -0.088464999999999988 -0.085049999999999987 -0.46267499999999995 -0.43418999999999991 -0.082304999999999975 0.10708500000000001 0.10126500000000001 0.093750000000000014 0.085395000000000013 0.080675000000000011 -0.096099999999999977 -0.010739999999999998 -0.095049999999999982 0.089245000000000005 0.092995000000000008 -0.092459999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 7 9 -2 -9 10 11 12 -6 14 -14 -15 -17 -18 -19 20 21 22 23 29 25 -24 -26 -28 -29 -20
right_child=1 -3 -4 -5 6 -7 -8 8 -10 -11 -12 -13 13 15 -16 16 17 18 19 -21 -22 -23 24 -25 26 -27 27 28 -30 -31
leaf_value=1.7185844654932227e-08 -7.1833701429550976e-07 7.5218944873127353e-07 -8.4044811245576065e-07 -3.6840885136208664e-07 -4.0864284132934565e-07 1.2422370684816997e-06 -1.0547342214977108e-06 9.2652539635872973e-07 -1.2603320862855606e-07 4.320643341770847e-07 -4.2512393960691952e-07 4.1256050105076274e-07 -6.7125439919718271e-07 -5.0160151658928959e-07 8.2714889001291989e-07 3.4342618933946004e-07 -7.5412938997487806e-07 4.278082263638117e-07 2.74000095536076e-07 5.4088906763029492e-07 -7.6043692445182395e-07 -4.806225135212117e-07 -6.3695809278859392e-08 -7.8236536126041768e-07 -5.2654792783029659e-07 1.238302641829013e-06 7.6359057966815918e-07 -2.7120549067693751e-07 4.7756548348892079e-07 -1.3044468295373696e-08
leaf_weight=175 26 22 20 21 26 20 25 21 63 28 32 24 21 26 38 39 20 21 113 21 20 20 24 20 39 23 28 43 28 2074
leaf_count=175 26 22 20 21 26 20 25 21 63 28 32 24 21 26 38 39 20 21 113 21 20 20 24 20 39 23 28 43 28 2074
internal_value=0 7.41114e-09 -9.97131e-08 -2.41279e-08 1.72779e-09 1.36038e-07 -4.6145e-09 -6.50893e-08 1.37106e-07 5.00903e-09 5.8031e-10 5.68621e-09 1.99295e-09 6.07107e-09 2.93819e-07 -5.63208e-10 4.5797e-09 -7.19018e-10 5.37161e-09 1.75515e-09 -2.9002e-09 3.3812e-09 7.42805e-09 -5.31922e-09 1.595e-07 5.73452e-07 1.85157e-08 2.33238e-07 2.40845e-08 1.78682e-09
internal_weight=0 2905 216 196 2883 130 2753 110 84 2728 2700 2668 2644 2618 59 2559 2533 2494 2474 2453 2432 2412 2392 2207 185 47 138 99 71 2187
internal_count=3121 2905 216 196 2883 130 2753 110 84 2728 2700 2668 2644 2618 59 2559 2533 2494 2474 2453 2432 2412 2392 2207 185 47 138 99 71 2187
is_linear=0
shrinkage=0.1


Tree=8810
num_leaves=31
num_cat=0
split_feature=1212 401 1212 401 13 401 1212 1212 4 16 1212 401 391 130 402 403 129 1182 1209 403 0 403 42 42 399 133 160 448 1213 128
split_gain=2.25733e-10 4.34951e-10 4.12291e-10 4.98492e-10 8.34722e-10 3.75589e-10 2.6485e-10 1.25494e-09 6.24863e-09 1.2517e-09 3.49865e-10 3.65047e-10 1.10282e-09 4.42115e-10 3.009e-10 8.64076e-10 4.32705e-10 4.8e-10 3.80538e-10 3.13898e-10 1.02858e-09 4.5458e-10 3.01464e-10 1.02122e-09 9.51283e-10 7.48136e-10 1.3319e-09 6.14157e-10 4.91686e-10 7.2923e-10
threshold=-0.53159999999999996 0.13729500000000003 0.15049500000000002 0.11769000000000002 -0.074044999999999986 0.11336 -0.092474999999999988 -0.073259999999999978 -0.081714999999999996 -0.091354999999999978 -0.030914999999999995 0.10711000000000001 -0.088134999999999977 0.13302000000000003 0.11174500000000002 -0.55683499999999986 -0.075474999999999987 0.084455000000000016 -0.084519999999999984 -0.5335399999999999 -0.07384499999999998 -0.52336499999999997 -0.092459999999999987 -0.094469999999999985 -0.090259999999999993 0.089595000000000022 0.10396000000000001 0.053555000000000005 -0.077179999999999985 0.10670500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 9 8 -8 -2 -9 12 -12 14 15 -14 -17 18 -18 20 -20 -21 23 25 -24 26 28 -26 -23 -30
right_child=1 -3 -4 4 -6 -7 7 10 -10 -11 11 -13 13 -15 -16 16 17 -19 19 21 -22 22 24 -25 27 -27 -28 -29 29 -31
leaf_value=-3.3487836702761343e-07 7.9381769192759365e-07 4.3541042857767655e-07 -4.3243126128800214e-07 8.0954489153128865e-07 -1.0408618891233346e-07 -4.3453709380969485e-07 6.3730580457388442e-07 3.6206876938262278e-07 -1.7742959819261594e-06 -1.2013691743536477e-07 -7.4289858048359753e-07 3.8085215999217328e-07 6.5668067250612694e-07 4.3894236277399454e-07 -3.5385157654369929e-07 4.0301495490579192e-07 -4.2711760102065459e-07 -4.7208893699296994e-07 7.8005293622546959e-07 -3.981689095827937e-07 -1.4577151838628717e-07 4.2895188062175292e-07 -6.3739001087507567e-07 6.9805538695041277e-07 4.2712275098211233e-10 -3.6820349428604747e-07 8.6863333633248526e-07 -5.3044103780890019e-07 4.5904469515247468e-08 -5.9535992731763974e-07
leaf_weight=20 23 23 22 20 20 20 22 27 21 43 20 25 20 23 24 26 21 22 21 29 28 25 24 26 2310 38 21 22 114 21
leaf_count=20 23 23 22 20 20 20 22 27 21 43 20 25 20 23 24 26 21 22 21 29 28 25 24 26 2310 38 21 22 114 21
internal_value=0 2.15942e-09 -1.07799e-09 2.0273e-09 3.52729e-07 -2.62392e-09 2.59342e-10 -4.20305e-09 -5.40453e-07 1.98362e-07 3.78405e-09 4.01644e-10 -2.9533e-09 2.30386e-09 -1.29309e-09 1.76378e-09 -3.00272e-09 -6.88092e-09 -3.09034e-09 2.33504e-10 2.5101e-07 -4.43877e-09 -4.88482e-11 1.05524e-07 -1.10273e-08 3.51777e-08 1.19865e-07 -4.58107e-09 2.15897e-08 -5.38478e-08
internal_weight=0 3101 3078 3056 40 3016 2996 2930 43 66 2887 2860 2835 2815 2792 2768 2748 2722 2700 2679 49 2630 2601 245 2356 219 181 2332 160 135
internal_count=3121 3101 3078 3056 40 3016 2996 2930 43 66 2887 2860 2835 2815 2792 2768 2748 2722 2700 2679 49 2630 2601 245 2356 219 181 2332 160 135
is_linear=0
shrinkage=0.1


Tree=8811
num_leaves=31
num_cat=0
split_feature=401 1210 1209 1210 1208 1208 403 484 481 50 43 52 403 15 42 402 12 1203 400 0 1209 1210 1212 15 15 1213 1211 1211 1212 1212
split_gain=2.36839e-10 3.10763e-10 2.76198e-10 4.8698e-10 4.08972e-10 2.70004e-10 2.85637e-10 2.34603e-09 5.19146e-09 1.30705e-09 1.28761e-09 2.699e-09 8.17003e-10 7.62432e-10 1.53499e-09 6.91134e-10 2.18475e-09 8.61524e-10 4.48982e-10 7.42093e-10 4.8408e-10 5.54535e-10 3.92926e-10 1.19674e-09 5.09013e-10 3.87382e-10 8.21909e-10 5.19682e-10 5.24123e-10 3.98115e-10
threshold=0.13837000000000002 -0.38516499999999992 -0.092684999999999976 -0.12043 0.11846000000000001 0.10480500000000002 -0.084339999999999984 -0.081614999999999979 -0.081614999999999979 0.091320000000000012 0.055925000000000009 0.10611000000000001 -0.083444999999999991 0.089295000000000013 0.08733500000000001 -0.092414999999999983 0.089300000000000004 0.084795000000000023 -0.081749999999999975 -0.082184999999999994 -0.065739999999999979 -0.064344999999999999 0.087490000000000012 0.085035000000000013 0.08517000000000001 0.51049000000000011 0.11671000000000002 0.09993500000000001 0.096720000000000014 0.0025400000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 -9 10 11 13 -8 14 15 16 -10 22 19 -14 -20 -22 23 -17 -24 26 27 28 29 -23
right_child=-2 2 3 4 -6 -7 12 8 9 -11 -12 -13 18 -15 -16 17 -18 -19 20 -21 21 25 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.0750357754269234e-07 -3.3469459594925869e-07 3.5203431361904597e-07 -4.9539016579558391e-07 -9.049931374805885e-07 4.3945443743658485e-07 -3.6959004816594644e-07 -6.4996877711109848e-07 1.5916843989069333e-06 -8.958408567612727e-07 6.4311746894652594e-07 7.6123170693165327e-07 -9.682900290878632e-07 -1.7025682098727028e-08 -4.5653768375845617e-07 7.6943149013259399e-07 7.9022213057555753e-08 3.213749013850937e-07 6.6896475420000334e-07 -3.9474772741472874e-07 -7.7675181874070643e-07 3.9249326877981933e-07 -6.6959296293988327e-09 -8.1520556705072525e-08 -7.6919165129159721e-07 6.1473662559105186e-07 4.3540712454159806e-07 -5.5515293953308004e-07 4.3592517402902123e-07 -4.7023107544082636e-07 2.7580696770629026e-07
leaf_weight=33 21 22 20 23 21 20 20 23 30 33 20 30 36 29 29 80 29 23 31 20 36 2280 21 21 21 20 27 27 24 51
leaf_count=33 21 22 20 23 21 20 20 23 30 33 20 30 36 29 29 80 29 23 31 20 36 2280 21 21 21 20 27 27 24 51
internal_value=0 2.26877e-09 -1.01546e-09 -3.56623e-09 -3.14505e-10 -3.38879e-09 -9.34357e-10 7.63683e-08 1.34392e-07 4.28138e-08 -1.66757e-08 -6.63823e-08 -1.33172e-08 2.92263e-08 8.46876e-08 -3.56833e-09 -2.97548e-07 1.00919e-07 -8.32778e-09 -2.88356e-07 -2.04509e-09 2.89357e-09 9.55447e-09 -9.73391e-08 2.66608e-07 -2.88066e-09 -6.51941e-09 -3.00642e-10 -5.30196e-09 -5.15043e-10
internal_weight=0 3100 3067 3045 3025 3004 2984 412 389 366 333 313 2572 283 254 225 59 166 2552 56 2496 2465 143 101 42 2429 2409 2382 2355 2331
internal_count=3121 3100 3067 3045 3025 3004 2984 412 389 366 333 313 2572 283 254 225 59 166 2552 56 2496 2465 143 101 42 2429 2409 2382 2355 2331
is_linear=0
shrinkage=0.1


Tree=8812
num_leaves=31
num_cat=0
split_feature=1211 403 1211 1211 43 4 1200 1203 1185 401 1210 4 12 1208 403 15 1209 1212 1212 15 1210 1210 1212 402 1210 12 15 1213 131 482
split_gain=2.49466e-10 4.88327e-10 3.69834e-10 3.34973e-10 9.73239e-10 3.04208e-10 2.26877e-10 6.72487e-10 2.98892e-10 2.5076e-10 3.20827e-10 7.27944e-10 1.38453e-09 3.75231e-10 5.10127e-10 3.13123e-09 4.05838e-10 6.46949e-10 2.66105e-09 2.59826e-09 7.99593e-10 5.59265e-10 4.2761e-10 3.56716e-10 1.89846e-09 1.57959e-09 5.47641e-10 5.44532e-10 3.69663e-10 6.37182e-10
threshold=0.11716500000000001 0.022375000000000003 0.11013500000000002 0.087635000000000005 -0.0017249999999999998 -0.078629999999999992 0.089190000000000005 0.089745000000000019 -0.087384999999999977 0.13837000000000002 0.0028200000000000005 -0.072334999999999997 0.090345000000000023 0.092250000000000013 -0.5335399999999999 0.087575000000000014 -0.089214999999999989 -0.089544999999999986 -0.073259999999999978 0.089295000000000013 -0.094799999999999982 -0.081959999999999991 -0.055019999999999993 -0.092414999999999983 -0.065674999999999983 0.089085000000000011 -0.049819999999999996 0.10050000000000002 0.11863000000000001 0.12191
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 7 8 -1 10 13 12 -12 14 15 -10 -16 19 -19 -18 -20 -22 -23 25 -25 -24 -27 28 29 -26
right_child=1 -3 -4 4 5 -7 -8 -9 9 -11 11 -13 -14 -15 16 -17 17 18 20 -21 21 22 23 24 27 26 -28 -29 -30 -31
leaf_value=3.4873114174160946e-07 4.6100133932469589e-07 -1.5959403984176051e-07 -3.4736556208078965e-07 6.8480644838726027e-07 -3.6799449873115012e-07 1.8355632676048119e-07 2.6391844227741638e-07 -4.3758418650538842e-07 -5.2313628647544143e-07 -3.5849488199346525e-07 -1.6890693046889283e-07 -2.8202341908922793e-07 9.5766158760094791e-07 -3.4344420726890323e-07 -4.0313473994921463e-07 1.0936182625300717e-06 -1.5356336954634271e-07 -9.6757502671474365e-07 6.1025643438889744e-07 9.9504850624960514e-07 -5.2326418729838529e-07 4.4430190882172568e-07 -8.9059832042437392e-07 9.4434987707765173e-07 -6.7456706241066715e-09 -2.966587166852719e-07 3.8847350925915895e-07 -5.0581400537132799e-07 -3.5485096312015684e-07 5.2217314604426377e-07
leaf_weight=24 32 21 31 27 20 20 31 36 23 20 20 20 24 33 26 25 54 29 21 31 21 21 24 21 2343 20 28 22 30 23
leaf_count=24 32 21 31 27 20 20 31 36 23 20 20 20 24 33 26 25 54 29 21 31 21 21 24 21 2343 20 28 22 30 23
internal_value=0 2.15105e-07 -3.7147e-09 -2.06906e-10 2.20911e-07 -9.22191e-08 -5.19508e-09 -8.03364e-09 -2.70679e-09 -5.63646e-09 -3.16806e-09 2.18207e-07 4.45585e-07 -8.23712e-09 -4.23211e-09 3.18923e-07 -9.94746e-09 -6.14431e-09 -1.50096e-08 2.65342e-07 -4.27751e-09 -9.33243e-09 -5.06996e-09 -8.82815e-09 -2.35228e-09 -2.28198e-07 1.03002e-07 -1.05743e-08 -6.02698e-09 -1.60403e-09
internal_weight=0 53 3068 3037 67 40 2970 2939 2903 2879 2859 64 44 2795 2762 48 2714 2688 2603 85 2574 2553 2532 2511 2439 72 48 2418 2396 2366
internal_count=3121 53 3068 3037 67 40 2970 2939 2903 2879 2859 64 44 2795 2762 48 2714 2688 2603 85 2574 2553 2532 2511 2439 72 48 2418 2396 2366
is_linear=0
shrinkage=0.1


Tree=8813
num_leaves=31
num_cat=0
split_feature=130 12 1208 1208 1211 16 403 1211 394 44 1429 156 1426 1429 52 474 1429 156 1429 1420 50 157 2 160 151 157 1445 1447 1371 157
split_gain=2.31027e-10 5.14037e-10 2.25789e-10 4.05678e-10 2.22378e-10 7.68739e-10 1.07202e-09 2.55249e-10 2.56719e-10 2.18483e-10 4.25532e-10 6.06018e-10 3.03158e-10 2.78506e-10 6.54686e-10 1.32976e-09 4.04257e-10 3.73237e-10 2.87403e-10 7.66253e-10 2.83172e-10 4.46437e-10 1.58543e-09 3.28402e-09 2.67828e-09 5.88491e-10 5.73718e-10 4.52334e-10 4.24955e-10 7.15316e-10
threshold=-0.23647499999999996 0.23631000000000002 0.12461500000000002 0.10737500000000001 0.11191500000000001 -0.069894999999999985 0.0033700000000000002 0.10406000000000001 0.15288500000000002 0.084760000000000016 -0.23752499999999996 0.32523500000000005 -0.085619999999999988 -0.060529999999999994 -0.085264999999999994 -0.082254999999999981 -0.0091699999999999993 -0.093169999999999989 0.12451000000000002 -0.085599999999999996 0.13767000000000004 -0.086079999999999976 0.087545000000000026 -0.085764999999999994 -0.0056149999999999993 -0.084764999999999993 0.077020000000000019 0.059120000000000013 0.08976000000000002 -0.082509999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -6 8 9 10 -2 12 -12 14 15 -14 -15 -18 19 -19 21 22 23 -21 -24 -23 27 28 29 -27
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 11 -13 13 16 -16 -17 17 18 -20 20 -22 25 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.387815484501289e-07 -4.6940671154516168e-07 4.8384489239403849e-07 -3.3616095322486218e-07 3.9425789664776932e-07 8.3649820961266657e-07 -2.8506025605186855e-07 -1.3732184370951474e-07 -3.1854728228189256e-07 3.5321235429819354e-07 2.0992489580081659e-07 -3.9835489296535802e-07 5.4200231488721332e-07 -1.3696671980293712e-07 -4.397193605272647e-07 -2.427750001328851e-07 9.0513223767629818e-07 3.5389214921061857e-07 -6.3258492048134937e-07 3.645608400404399e-07 3.6386887750773494e-07 -2.7204171659854543e-07 -5.5679537126707145e-07 1.4393773350699727e-06 -1.2096766609948602e-06 8.9578467020485237e-08 4.9453591149780806e-07 -5.3259964707714457e-07 4.0720394036515457e-07 -4.3083265334568451e-07 -1.3892699252851919e-08
leaf_weight=20 20 22 20 26 26 24 20 26 20 46 20 20 24 22 24 25 28 20 20 36 41 20 21 21 49 28 21 26 24 2361
leaf_count=20 20 22 20 26 26 24 20 26 20 46 20 20 24 22 24 25 28 20 20 36 41 20 21 21 49 28 21 26 24 2361
internal_value=0 2.18558e-09 -1.25596e-09 9.33678e-10 -2.43804e-09 1.7373e-07 4.13098e-07 -6.59995e-09 -3.83842e-09 -6.28648e-09 -9.75069e-09 -6.52616e-09 -1.04013e-08 -7.64106e-09 1.8513e-07 3.94716e-07 -1.27807e-08 -9.32243e-09 -1.31059e-08 -1.5937e-08 -1.12795e-08 -7.17856e-09 1.75688e-07 -2.15858e-07 4.94518e-07 -1.65431e-08 -1.21508e-08 -7.66968e-09 -1.21399e-08 -7.93372e-09
internal_weight=0 3101 3079 3059 3033 70 46 2963 2937 2917 2871 2851 2831 2811 73 49 2738 2716 2688 2668 2648 2607 127 57 70 2480 2460 2439 2413 2389
internal_count=3121 3101 3079 3059 3033 70 46 2963 2937 2917 2871 2851 2831 2811 73 49 2738 2716 2688 2668 2648 2607 127 57 70 2480 2460 2439 2413 2389
is_linear=0
shrinkage=0.1


Tree=8814
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 475 12 130 12 4 1213 16 3 1208 132 1 1185 393 1212 128 15 1185 128 402 1210 1209 393 12 12 2 12
split_gain=2.35473e-10 4.9645e-10 3.42533e-10 2.98286e-10 8.37019e-10 2.24395e-10 3.35339e-10 2.27909e-10 5.48457e-10 5.56982e-10 1.1954e-09 5.38846e-10 4.93464e-10 3.93091e-10 5.86939e-09 3.48712e-09 1.40161e-09 4.22828e-10 3.70036e-10 6.85886e-10 6.63616e-10 6.34025e-10 5.87926e-10 5.37817e-10 1.35659e-09 4.37912e-10 3.27607e-10 4.77985e-09 3.25617e-09 1.43783e-09
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.060529999999999994 -0.011519999999999997 0.23631000000000002 -0.22461999999999996 0.11351500000000002 0.16173500000000005 -0.063509999999999997 -0.066924999999999985 -0.063814999999999997 0.11846000000000001 -0.083284999999999984 0.089475000000000013 -1.0000000180025095e-35 0.10483000000000002 0.055770000000000007 0.10773500000000001 0.089595000000000022 0.090595000000000009 0.10318000000000001 0.23460000000000003 -0.13847499999999999 0.11240000000000001 0.09389500000000002 0.089570000000000025 0.090165000000000009 0.088225000000000012 0.088725000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -5 12 9 -9 -11 -12 13 14 16 -15 17 -8 20 -20 21 22 23 -17 25 26 29 28 -28 -25
right_child=1 2 3 5 -6 -7 7 8 -10 10 11 -13 -14 15 -16 18 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-3.1202814009626916e-07 4.652805668940899e-07 -3.6969344250792348e-07 -1.8126026840751106e-07 3.5073000309129959e-07 5.6209513266394699e-07 -3.1364142130215721e-07 -1.0128506660736196e-07 2.4644245997442549e-07 2.7860234825181709e-07 -7.5419595459629526e-07 -3.7288412117724308e-07 2.0282674895297901e-07 4.6452296621045327e-07 -1.2639802269570119e-06 1.3450633215336095e-06 4.4539550137932967e-07 -8.5108813881679848e-07 3.4991742352388058e-07 6.8271685106873807e-07 -1.0692383008083859e-07 -5.1727566187764749e-07 5.6129143246153033e-07 -4.2987192632182315e-07 -2.1083898342613126e-09 -8.2357238596841852e-07 3.545712449083892e-07 3.2218904542397856e-07 -1.3166673312890126e-08 1.9928187884943328e-06 -3.8314097678331338e-07
leaf_weight=24 23 25 28 27 33 23 90 22 28 38 29 37 23 22 33 27 23 27 22 22 25 20 32 1507 20 35 28 702 20 106
leaf_count=24 23 25 28 27 33 23 90 22 28 38 29 37 23 22 33 27 23 27 22 22 25 20 32 1507 20 35 28 702 20 106
internal_value=0 2.41452e-09 -1.0487e-09 1.97397e-09 2.20883e-07 -2.49505e-09 -8.14376e-11 -3.30537e-09 -1.21727e-07 -2.10689e-07 -3.07389e-07 -5.01371e-08 3.24523e-09 -5.97358e-10 1.45342e-07 -1.0353e-08 -1.37449e-07 2.83858e-09 3.952e-10 2.87897e-07 -4.62068e-09 5.12026e-10 -4.01587e-09 1.55771e-09 -3.39829e-09 3.44219e-09 -1.75862e-09 5.28462e-08 1.01828e-06 -2.71483e-08
internal_weight=0 3097 3074 3049 61 2988 2965 2938 154 126 104 66 2784 2761 173 2588 140 117 2566 44 2522 2497 2477 2445 2418 2398 2363 750 48 1613
internal_count=3121 3097 3074 3049 61 2988 2965 2938 154 126 104 66 2784 2761 173 2588 140 117 2566 44 2522 2497 2477 2445 2418 2398 2363 750 48 1613
is_linear=0
shrinkage=0.1


Tree=8815
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 130 394 1184 394 1176 129 1185 42 12 4 475 49 475 4 49 16 4 42 4 15 16 52 4 1 2 52
split_gain=2.55751e-10 1.71964e-09 6.59886e-10 2.3514e-10 3.04344e-10 2.41624e-10 4.20862e-10 4.18954e-10 5.57553e-10 3.01472e-10 5.43626e-10 2.84845e-10 1.41105e-09 2.4786e-10 9.14519e-10 2.93381e-09 1.47818e-09 1.01938e-09 1.9125e-09 1.42536e-09 1.63159e-09 1.38218e-09 6.70849e-10 1.41074e-09 2.67364e-09 1.06404e-09 7.49621e-10 1.6948e-09 9.32334e-10 7.77135e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.22699999999999995 -0.14779999999999996 -0.12099999999999998 0.088135000000000019 -0.09095499999999998 1.0000000180025095e-35 0.11234000000000001 0.088380000000000014 -0.23037499999999997 0.089410000000000003 -0.012164999999999999 -0.085719999999999977 0.08610000000000001 -0.08466499999999999 -0.0078799999999999981 0.055245000000000009 -0.008069999999999999 -0.010655 0.084050000000000014 -0.0019149999999999998 -0.09551999999999998 -0.090344999999999995 -0.013374999999999998 0.0016150000000000003 0.08776500000000001 0.087955000000000019 -0.080114999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 7 -7 9 10 11 12 -9 -13 15 -15 -16 18 19 20 -18 -22 23 -19 -25 -26 27 28 -24 -28
right_child=1 3 -4 4 5 6 -8 8 -10 -11 -12 13 -14 14 16 -17 17 22 -20 -21 21 -23 26 24 25 -27 29 -29 -30 -31
leaf_value=-3.9280564462201143e-08 9.0956666229301075e-07 -2.9801484646878425e-07 -5.6676751377701161e-07 3.9280473025371525e-07 2.5875637202293293e-07 3.9339089215462556e-07 -4.4796536339423001e-07 -2.3772735724786139e-07 -5.2852169915240668e-07 3.5426012345851632e-07 -5.2115371161676195e-07 -3.0417005283275457e-08 7.9885813875080203e-07 -2.2593110372781668e-07 -7.8137312757660209e-07 1.2574298873246903e-06 -3.4892508864459161e-07 4.6691324963414146e-07 1.173278066549496e-06 -6.0828549142873574e-07 4.418283667394549e-08 1.1174117399751336e-06 -3.7959038624277044e-07 -1.2370532431305037e-06 2.2878620983293431e-07 -5.5636721002981306e-07 -2.3105209189760519e-07 8.5739135153731059e-07 4.3955444049004202e-07 3.9137280061286352e-08
leaf_weight=195 21 26 27 20 36 27 21 29 20 24 20 1439 24 30 23 24 24 24 21 21 21 28 33 27 45 28 127 34 24 658
leaf_count=195 21 26 27 20 36 27 21 29 20 24 20 1439 24 30 23 24 24 24 21 21 21 28 33 27 45 28 127 34 24 658
internal_value=0 7.93223e-09 -1.03434e-07 1.35324e-09 4.0824e-09 1.33719e-09 -1.97722e-09 1.39782e-09 -2.45364e-09 1.40317e-09 -1.7287e-09 2.14183e-09 2.3167e-07 -2.48188e-09 3.12418e-08 4.3334e-07 1.21616e-08 2.85304e-08 3.10487e-07 1.17736e-07 3.26591e-07 6.57456e-07 -3.89458e-09 -2.21592e-07 -3.86833e-07 -7.23685e-08 2.69211e-08 2.98617e-07 -3.46873e-08 -4.57489e-09
internal_weight=0 2899 222 2878 2852 2832 2796 2775 2748 2728 2704 2684 53 2631 1192 54 1138 1115 115 94 73 49 1000 124 100 73 876 91 57 785
internal_count=3121 2899 222 2878 2852 2832 2796 2775 2748 2728 2704 2684 53 2631 1192 54 1138 1115 115 94 73 49 1000 124 100 73 876 91 57 785
is_linear=0
shrinkage=0.1


Tree=8816
num_leaves=31
num_cat=0
split_feature=12 130 1366 44 1455 158 158 158 1453 12 142 46 43 1451 1447 1447 4 481 1446 1447 1446 0 479 481 1447 153 480 38 1 480
split_gain=2.24034e-10 3.14855e-10 2.21671e-10 2.70289e-10 7.0787e-10 9.95803e-10 5.08072e-10 3.87412e-10 3.75864e-10 5.10667e-10 9.56864e-10 1.28351e-09 7.96031e-10 4.08387e-10 5.63621e-10 5.11925e-09 2.49752e-09 2.38765e-09 1.19836e-09 1.02034e-09 2.07086e-09 1.20347e-09 8.73893e-10 4.1843e-10 6.79038e-10 7.2279e-10 6.5084e-10 4.52766e-10 4.06561e-10 4.53484e-09
threshold=0.23631000000000002 -0.23123999999999997 -0.087024999999999977 0.099360000000000018 0.11192500000000001 -0.46413499999999996 -0.46695499999999995 -0.40433999999999992 0.088260000000000019 0.12757000000000002 -0.057499999999999989 1.0000000180025095e-35 -1.0000000180025095e-35 0.078040000000000012 -0.085684999999999997 -0.086279999999999982 -0.085594999999999991 -0.081334999999999977 0.037915000000000011 -0.081174999999999983 0.084285000000000013 -0.082394999999999982 0.10713500000000002 -0.15265499999999996 -0.051529999999999992 0.08351500000000002 0.092295000000000002 0.10657000000000001 0.088975000000000012 0.10077000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4 -8 9 10 -9 13 -11 14 15 16 -12 -18 -19 20 -16 -22 23 -21 26 27 -25 28 29 -26
right_child=-2 2 3 -5 5 -7 7 8 -10 12 11 -13 -14 -15 19 -17 17 18 -20 22 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=3.8819640364874346e-07 -3.1095417783865783e-07 3.0239345403989168e-07 -3.7879446573975253e-07 -2.9181363461194823e-07 8.9494895378482485e-07 -7.8901269822446409e-08 4.0797813322451078e-07 6.709551426707452e-07 3.6732865114404211e-07 7.644924855705021e-08 -1.0812432978468679e-06 -8.0482268487003246e-07 -6.7107346068425999e-07 -3.4030618061413925e-07 -1.2378647792843368e-06 1.6727962058382674e-06 9.9539552683343881e-07 3.5617499847262481e-07 -6.6510802264895543e-07 -3.921899291646645e-07 -4.5459689587801224e-07 4.3398509332716999e-07 5.820912274036626e-07 -1.0457858934387332e-09 9.69165122943412e-09 -6.0183152374548852e-07 7.96038495666705e-07 4.3398716531584114e-07 -5.3852374647369552e-08 1.5257232189469504e-06
leaf_weight=21 23 24 36 32 21 21 23 21 27 28 20 20 29 35 20 20 24 20 27 27 35 27 26 20 1466 20 21 24 943 20
leaf_count=21 23 24 36 32 21 21 23 21 27 28 20 20 29 35 20 20 24 20 27 27 35 27 26 20 1466 20 21 24 943 20
internal_value=0 2.30181e-09 -3.31851e-10 -2.71161e-09 3.50707e-10 4.08024e-07 -5.39695e-09 -8.29397e-10 -4.04946e-09 -7.51548e-09 -1.55914e-09 -6.57612e-09 -3.03869e-07 -8.64164e-10 3.44035e-09 2.24199e-07 -9.41735e-08 1.83874e-07 -2.3052e-07 -5.81002e-09 -3.53056e-07 -6.76338e-08 5.28237e-09 -6.19653e-10 3.58576e-09 -3.10607e-09 4.07217e-07 1.77551e-09 -2.495e-09 3.00958e-08
internal_weight=0 3098 3077 3053 3021 42 2979 2943 2920 2893 2836 2815 57 2795 2760 111 91 71 47 2649 82 62 2567 2541 2514 2473 41 2453 2429 1486
internal_count=3121 3098 3077 3053 3021 42 2979 2943 2920 2893 2836 2815 57 2795 2760 111 91 71 47 2649 82 62 2567 2541 2514 2473 41 2453 2429 1486
is_linear=0
shrinkage=0.1


Tree=8817
num_leaves=31
num_cat=0
split_feature=421 9 12 9 41 41 3 1 1 482 4 4 34 2 45 3 3 0 3 159 49 49 15 1429 160 156 52 1 4 2
split_gain=2.68671e-10 5.62732e-10 7.1845e-10 6.00729e-10 3.34933e-10 9.27444e-10 5.71225e-10 2.98413e-10 8.06625e-10 7.01345e-10 1.09787e-09 4.44048e-10 3.91664e-10 8.1253e-10 3.38423e-10 3.479e-10 7.92438e-10 7.02602e-10 1.39292e-09 3.35899e-09 6.59205e-10 1.45213e-09 1.03371e-09 1.61872e-09 1.84152e-09 1.50979e-09 2.40496e-09 2.9691e-09 5.9373e-09 1.74485e-09
threshold=-1.0000000180025095e-35 0.092410000000000006 -0.015429999999999998 0.088235000000000022 0.086565000000000017 0.090905000000000014 -0.098469999999999988 0.13534000000000004 0.13756000000000004 0.089605000000000018 0.51164000000000009 0.2623950000000001 -0.08786999999999999 -0.080614999999999978 0.094030000000000016 -0.03694999999999999 -0.047929999999999993 -0.11173999999999999 -0.088084999999999983 0.084250000000000005 -0.046979999999999987 -0.066019999999999981 -0.10469999999999999 0.052280000000000007 -0.088854999999999976 0.091255000000000017 -0.080114999999999978 0.079415000000000013 0.053180000000000012 0.10613000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 -6 -7 12 -9 10 11 -10 -2 -14 15 16 17 18 -15 -20 21 -17 -22 24 -24 26 29 -28 -29 -26
right_child=1 2 -4 -5 5 6 -8 8 9 -11 -12 -13 13 14 -16 20 -18 -19 19 -21 22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-3.6534198748938712e-07 4.328572472223598e-07 -9.6589125692367996e-08 6.8328989839385579e-07 -5.0131861669318789e-07 7.918064403611425e-07 3.4333563251702043e-07 -2.4038565552144212e-07 -6.370206750506003e-07 1.0302963636106489e-07 -5.6056263451593969e-07 6.3536717209882017e-07 -3.7925284865585652e-07 -5.7996845323297448e-07 2.1447205148278149e-08 -3.7755480065633807e-07 5.6513070616613397e-08 -5.4823801073561542e-07 1.0942331785379188e-08 -1.4539285614318942e-06 2.6162165110712351e-07 -7.4519937531825072e-08 -7.1589383158728507e-07 -2.9957795149901804e-07 -3.6092310220764754e-07 3.7334244770972289e-07 1.1738584901352092e-06 6.9122550172551198e-08 2.5000016169060692e-06 2.39279668571376e-07 -7.49509232946366e-07
leaf_weight=20 21 21 27 24 20 30 38 27 42 21 26 35 24 79 23 129 27 2045 25 21 128 30 33 34 31 29 39 21 26 25
leaf_count=20 21 21 27 24 20 30 38 27 42 21 26 35 24 79 23 129 27 2045 25 21 128 30 33 34 31 29 39 21 26 25
internal_value=0 2.356e-09 3.42093e-07 -2.98542e-09 9.63073e-10 1.93199e-07 1.71384e-08 -4.78898e-09 -1.41711e-07 -3.38619e-08 7.35237e-08 -1.1619e-07 2.62152e-09 -6.41374e-10 4.42378e-09 7.65137e-09 -9.82485e-09 -3.1257e-09 -2.33279e-07 -6.70743e-07 8.07852e-08 -8.92241e-08 1.54642e-07 2.77888e-07 3.84357e-07 5.16344e-07 3.82063e-07 7.14152e-07 1.24939e-06 -1.27931e-07
internal_weight=0 3101 48 3053 3029 88 68 2941 151 124 103 77 2790 2769 2745 2722 2197 2170 125 46 525 159 366 238 204 171 142 86 47 56
internal_count=3121 3101 48 3053 3029 88 68 2941 151 124 103 77 2790 2769 2745 2722 2197 2170 125 46 525 159 366 238 204 171 142 86 47 56
is_linear=0
shrinkage=0.1


Tree=8818
num_leaves=31
num_cat=0
split_feature=46 1446 1444 1447 13 1447 403 1447 1453 42 1453 50 51 474 1420 473 1 1 1 1 1 480 1456 2 1213 158 457 484 52 2
split_gain=2.63968e-10 2.5668e-10 4.94012e-10 2.98805e-10 9.01903e-10 6.25725e-10 1.52208e-09 1.29068e-09 2.92889e-10 1.28139e-09 4.39356e-10 4.99606e-10 3.56829e-10 3.98773e-10 5.64893e-10 3.60611e-10 3.35969e-10 4.9095e-09 3.51418e-09 5.00528e-09 1.91882e-09 1.72913e-09 1.21176e-09 1.04607e-09 9.56952e-10 6.49643e-10 5.72497e-10 5.66597e-10 1.23094e-09 1.3489e-09
threshold=0.096120000000000011 -0.09143999999999998 -0.086359999999999992 -0.086849999999999997 -0.08645499999999999 -0.086279999999999982 -0.56738999999999995 -0.085644999999999985 -0.079219999999999985 0.085010000000000016 -0.076539999999999983 -0.46943999999999991 -0.43587999999999999 -0.26322499999999993 1.0000000180025095e-35 0.076475000000000001 0.092845000000000025 0.093575000000000019 0.09202500000000001 0.091535000000000019 0.094385000000000011 0.10272000000000002 0.10959500000000001 -0.0091949999999999983 -0.012019999999999998 0.10654500000000001 0.11612500000000002 -0.085034999999999986 -0.019749999999999993 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -8 9 -9 -10 -12 -13 -14 15 16 18 -18 19 21 -19 22 23 -15 -22 26 -26 28 -25 -30
right_child=-2 2 3 5 -6 6 7 8 10 -11 11 12 13 14 -16 -17 17 20 -20 -21 24 -23 -24 27 25 -27 -28 -29 29 -31
leaf_value=-3.288493950037719e-07 2.730876679533724e-07 4.8281551265799436e-07 5.4270167929777979e-07 -5.520292158204636e-07 -3.0359459458395576e-07 8.2444924978310825e-07 -8.1102968465529565e-07 -2.4741708120633058e-07 -4.7627808566375054e-07 7.4613585456972948e-07 -3.6140003283563628e-07 3.6077675320956152e-07 -3.8695987553991372e-07 7.2395096058893879e-07 4.9274134302441277e-07 -4.0815559791760534e-07 -1.4632446818059938e-06 8.5019165135236107e-07 1.1146495714048547e-06 -1.5298129975841829e-06 -6.2459718085013569e-07 8.0273180823756514e-07 -5.7185731910586975e-07 -2.5604121162440439e-08 -5.3183494972090108e-08 4.8244801405417096e-07 3.8547740637058739e-07 -2.1174069129148341e-09 6.4211544332176192e-08 1.1482674281637629e-06
leaf_weight=24 35 21 34 21 20 22 20 27 20 25 39 27 27 21 23 22 24 25 29 21 27 28 35 76 739 25 31 1587 22 24
leaf_count=24 35 21 34 21 20 22 20 27 20 25 39 27 27 21 23 22 24 25 29 21 27 28 35 76 739 25 31 1587 22 24
internal_value=0 -3.09129e-09 -5.37992e-10 -3.87585e-09 2.29259e-07 -8.09053e-09 -4.23932e-09 -1.0432e-08 -4.95592e-09 2.30253e-07 -9.21457e-09 -5.93923e-09 -1.01105e-09 -4.51724e-09 -7.74602e-10 -4.92331e-09 -1.65466e-09 -5.28345e-08 2.25329e-08 5.07344e-09 -1.28701e-08 2.30504e-08 1.06815e-08 2.24669e-08 -3.91189e-08 -1.92347e-08 -3.55231e-08 1.38472e-08 2.21518e-07 6.29806e-07
internal_weight=0 3086 3062 3041 54 2987 2966 2944 2924 52 2872 2852 2813 2786 2759 2736 2714 871 1843 1814 847 1793 1765 1730 822 795 770 1709 122 46
internal_count=3121 3086 3062 3041 54 2987 2966 2944 2924 52 2872 2852 2813 2786 2759 2736 2714 871 1843 1814 847 1793 1765 1730 822 795 770 1709 122 46
is_linear=0
shrinkage=0.1


Tree=8819
num_leaves=31
num_cat=0
split_feature=130 12 44 1429 156 1429 157 1429 13 13 2 0 1210 15 0 0 33 4 4 43 43 3 159 13 15 0 48 1 16 2
split_gain=2.39943e-10 4.4467e-10 2.41167e-10 3.76541e-10 5.07306e-10 3.20941e-10 9.97087e-10 6.56958e-10 2.61464e-10 1.67122e-09 3.14641e-09 1.82655e-09 8.30097e-09 3.73663e-09 1.07962e-09 2.12352e-09 9.9459e-10 8.2024e-10 2.37219e-09 7.77069e-10 1.55381e-09 6.98577e-10 5.41222e-10 5.86056e-10 5.34047e-10 5.27661e-10 8.43804e-10 1.20047e-09 5.75893e-10 5.87604e-10
threshold=-0.23647499999999996 0.23631000000000002 0.084760000000000016 -0.23752499999999996 0.32523500000000005 -0.081904999999999992 -0.049319999999999996 -0.060529999999999994 -0.088319999999999996 -0.089109999999999981 0.084715000000000013 -0.083804999999999977 -0.076234999999999983 0.089295000000000013 -0.08824499999999999 -0.086284999999999987 -0.009184999999999997 -0.07712999999999999 -0.082249999999999976 -0.081374999999999989 -0.088249999999999981 -0.080734999999999987 0.083335000000000006 -0.11122999999999998 -1.0000000180025095e-35 -0.10151999999999999 0.091635000000000008 0.11453000000000001 -0.5048999999999999 0.092755000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -7 9 11 -11 12 -9 22 17 -16 -10 18 -14 20 -19 -21 23 24 -13 26 28 -28 -23 -30
right_child=1 -3 -4 4 -6 7 -8 8 16 10 -12 13 14 -15 15 -17 -18 19 -20 21 -22 25 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-3.452595760222721e-07 -4.3689134599844697e-07 4.5020809590245006e-07 2.2627790294247619e-07 1.431083955109656e-07 5.0041356473684569e-07 4.4332360926780513e-07 -6.9661516153456225e-07 -2.0379922609609348e-06 -6.234692583112284e-07 1.5371611138583658e-06 -1.0857475624211825e-07 1.0110566571947183e-07 1.3180852501789326e-07 1.428179896720394e-06 1.0625555808893785e-06 -2.56539153668981e-07 -1.3011055594628358e-08 1.695526554120382e-07 -1.2447219821372833e-06 4.597429085883849e-07 -1.0239001716172424e-06 4.0038631566187094e-07 -2.7669216979830934e-07 -2.3775509163215245e-07 7.5684141373368108e-07 -3.590176672477438e-07 1.0227008147012384e-06 -5.9838340521742966e-08 1.5009800913290405e-07 -3.9656685567971793e-07
leaf_weight=20 20 22 46 31 20 33 26 21 27 21 26 27 31 25 26 23 2317 24 21 41 20 21 32 20 23 33 20 21 32 51
leaf_count=20 20 22 46 31 20 33 26 21 27 21 26 27 31 25 26 23 2317 24 21 41 20 21 32 20 23 33 20 21 32 51
internal_value=0 2.22491e-09 -9.76007e-10 -4.42265e-09 -1.55197e-09 -4.90623e-09 -2.39923e-07 -3.43569e-10 -5.38698e-09 5.60678e-08 6.26754e-07 3.68056e-09 -1.048e-07 3.32539e-07 6.73031e-09 4.43389e-07 -2.00428e-08 -6.11943e-08 -4.24098e-07 1.05585e-08 -3.72926e-07 8.76056e-08 6.39996e-08 2.19744e-07 4.02744e-07 1.88858e-09 8.40259e-08 4.6823e-07 -6.7439e-08 -1.85804e-07
internal_weight=0 3101 3079 3033 3013 2993 57 2936 2903 559 47 512 385 127 364 49 2344 315 52 263 44 219 102 70 50 178 145 41 104 83
internal_count=3121 3101 3079 3033 3013 2993 57 2936 2903 559 47 512 385 127 364 49 2344 315 52 263 44 219 102 70 50 178 145 41 104 83
is_linear=0
shrinkage=0.1


Tree=8820
num_leaves=31
num_cat=0
split_feature=156 474 12 130 1366 44 156 474 474 475 0 13 160 0 1373 1373 2 1375 150 3 1348 1375 1447 51 474 484 474 156 123 1
split_gain=2.66392e-10 2.82451e-10 2.62811e-10 2.97978e-10 2.47232e-10 2.54264e-10 7.34081e-10 2.79063e-10 9.34868e-10 6.63079e-10 1.95655e-09 1.02967e-09 6.61482e-10 5.76432e-10 4.22114e-10 9.98172e-10 7.32535e-10 6.07708e-10 5.05716e-10 1.55234e-09 4.93335e-10 4.90458e-10 4.4358e-10 1.39242e-09 1.05328e-09 2.18723e-09 9.85482e-10 1.20301e-09 4.63729e-10 5.6922e-10
threshold=0.3248100000000001 0.11986500000000001 0.23631000000000002 -0.22461999999999996 -0.087024999999999977 0.099360000000000018 -0.14734999999999998 0.090685000000000016 0.089130000000000015 -0.065099999999999977 -0.080604999999999996 -0.052719999999999996 -0.077609999999999985 -0.075684999999999988 0.085550000000000015 1.0000000180025095e-35 0.090935000000000016 -0.42089999999999994 0.12416000000000001 -0.07928499999999998 -0.047944999999999995 0.084795000000000023 -0.086849999999999997 -0.0046749999999999995 0.084550000000000014 -0.023814999999999996 0.086080000000000018 0.086635000000000004 0.11679000000000002 0.10557500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 14 11 -11 12 -9 -14 15 17 -16 -8 20 -20 -19 22 23 -22 28 -26 27 -27 29 -24
right_child=-2 -3 -4 4 5 -7 7 9 -10 10 -12 -13 13 -15 16 -17 -18 18 19 -21 21 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=3.3329273057979161e-07 -3.3907319186215795e-07 3.6801262965690558e-07 -3.3674624398333005e-07 3.1928832105639539e-07 5.396654776177457e-07 -2.8332484802717772e-07 -5.0462491643088467e-07 2.2791479068473566e-07 5.7771152565270059e-07 1.1853094467649219e-07 -1.1970642268011034e-06 4.2879542529536484e-07 -1.4803832177603323e-07 -8.3663229418107214e-07 9.5630107241702156e-08 6.441040215558285e-07 -7.0248447430102434e-07 -4.9943327368850992e-07 -2.3456597811585569e-07 9.8271585486031659e-07 9.2394581223570207e-07 3.6061389692263593e-07 1.9218355866804779e-08 -4.3567759693623173e-08 -1.1875804070225218e-06 1.364707517836905e-07 3.1465495676944299e-07 -9.6034618490392642e-07 4.3735442313656377e-07 -1.0581965647039668e-07
leaf_weight=27 23 21 23 24 25 32 24 23 28 26 20 37 31 20 23 24 23 20 22 20 21 37 1925 51 23 20 35 20 24 449
leaf_count=27 23 21 23 24 25 32 24 23 28 26 20 37 31 20 23 24 23 20 22 20 21 37 1925 51 23 20 35 20 24 449
internal_value=0 2.51478e-09 2.03221e-11 2.55655e-09 -3.93528e-10 -2.94843e-09 7.14461e-11 -4.50759e-09 2.79472e-09 -1.34228e-07 -4.53467e-07 -1.9312e-09 -2.17295e-07 -4.18075e-07 -3.03566e-09 2.05385e-09 -3.03427e-07 -3.67235e-09 8.35659e-10 3.45092e-07 -4.67244e-09 -8.73896e-10 -6.08225e-09 2.38624e-07 -1.31411e-08 -3.34479e-07 -7.28611e-08 -4.11938e-07 -8.83426e-12 -4.43037e-09
internal_weight=0 3098 3077 3054 3027 3003 2971 2946 2789 157 46 111 74 51 2761 2715 46 2691 2667 42 2625 2605 2568 72 2496 98 75 40 2398 2374
internal_count=3121 3098 3077 3054 3027 3003 2971 2946 2789 157 46 111 74 51 2761 2715 46 2691 2667 42 2625 2605 2568 72 2496 98 75 40 2398 2374
is_linear=0
shrinkage=0.1


Tree=8821
num_leaves=31
num_cat=0
split_feature=130 10 0 40 46 1428 473 2 45 1204 132 15 394 50 15 3 2 3 2 16 52 42 15 12 2 2 2 49 0 1
split_gain=2.33666e-10 4.34697e-10 7.95159e-10 6.18617e-10 2.88715e-10 3.18212e-10 3.42305e-10 2.53678e-10 4.96935e-10 2.21545e-10 2.49688e-10 7.36678e-09 5.31776e-09 1.17134e-09 2.88546e-10 3.78809e-10 7.1539e-10 6.41627e-10 3.49563e-10 2.66596e-10 9.12779e-10 5.73329e-10 9.08757e-10 1.35922e-09 1.78181e-09 3.49999e-09 2.59619e-09 1.57082e-09 1.04271e-09 1.63301e-09
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 0.17025000000000004 -0.067109999999999989 0.053645000000000005 -0.083284999999999984 0.091915000000000011 0.10969000000000002 0.09227500000000001 0.08517000000000001 -0.06977499999999999 0.10188000000000001 -0.084964999999999985 0.085345000000000018 0.15891500000000003 0.094465000000000007 0.10705500000000003 -0.092489999999999989 0.10149500000000002 0.10912000000000001 0.11237500000000002 0.10613000000000002 0.10969000000000002 0.047850000000000011 0.085475000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -7 8 -8 10 11 13 19 14 15 17 -17 18 -10 -12 21 22 -21 24 26 -26 28 -27 -24 -30
right_child=1 3 -4 4 -6 6 7 -9 9 -11 12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 23 -25 25 27 -28 -29 29 -31
leaf_value=-3.4071268430579947e-07 -1.0412488721826885e-07 -5.4302394931125621e-07 7.7691240903732254e-07 -3.1574707282100434e-07 2.5888025041287918e-07 4.1360163777426351e-07 -5.0075227061796571e-07 3.4481217359901474e-07 2.1610288844054925e-07 2.6976949802322754e-07 1.4630970885875146e-08 1.9239859650355131e-06 -1.6358576423414207e-06 -7.3565369598327381e-07 3.2959891907170381e-07 5.8386185195693296e-07 -2.4249896306116627e-07 -6.1475489490092636e-07 -2.642847354294986e-07 -6.2159612744599814e-07 -6.3455449216470939e-07 4.6249767664944976e-07 -8.9423267766905704e-08 -5.753219603285778e-07 1.5723298712968937e-06 4.7722277436434983e-07 -9.3551744472983222e-07 -6.5250763825019931e-07 -2.6587244243663532e-07 8.6216702845314845e-07
leaf_weight=20 21 21 20 32 43 20 20 21 33 30 2236 20 20 25 23 22 20 24 28 27 27 22 149 39 21 32 31 20 21 33
leaf_count=20 21 21 20 32 43 20 20 21 33 30 2236 20 20 25 23 22 20 24 28 27 27 22 149 39 21 32 31 20 21 33
internal_value=0 2.19627e-09 3.25649e-07 -2.13758e-09 1.60004e-09 -2.09257e-09 1.29372e-09 -1.50729e-09 -3.99539e-09 -5.73016e-10 -3.39595e-09 1.05854e-07 -1.1351e-08 -1.01933e-07 3.68708e-09 -5.53363e-08 1.90357e-07 -1.76738e-07 -4.40291e-09 8.72522e-10 -7.20277e-08 -3.35765e-08 -6.28356e-08 -1.92329e-08 5.14104e-08 4.82738e-07 -8.31492e-08 4.27111e-08 4.70154e-08 4.23485e-07
internal_weight=0 3101 41 3060 3039 2996 2964 2944 2923 2903 2873 195 2678 175 150 127 42 85 61 2658 422 395 373 346 307 73 234 52 203 54
internal_count=3121 3101 41 3060 3039 2996 2964 2944 2923 2903 2873 195 2678 175 150 127 42 85 61 2658 422 395 373 346 307 73 234 52 203 54
is_linear=0
shrinkage=0.1


Tree=8822
num_leaves=31
num_cat=0
split_feature=156 472 132 394 1203 131 2 131 131 402 402 401 132 132 104 11 9 33 1 1455 12 2 50 50 48 150 401 132 51 49
split_gain=2.6749e-10 2.96667e-10 2.36688e-10 1.2736e-09 8.13554e-10 2.43045e-10 5.46644e-10 5.21725e-10 4.71081e-10 2.59541e-10 7.89927e-10 5.44934e-10 2.49502e-10 4.52074e-10 3.12487e-10 5.86189e-10 3.69754e-10 1.00899e-09 8.09259e-10 3.41202e-10 1.2545e-09 5.39737e-10 3.22951e-09 2.35791e-09 8.79055e-10 2.54437e-09 7.19067e-10 1.10911e-09 1.05223e-09 9.64627e-10
threshold=0.3248100000000001 -0.097514999999999977 -0.083449999999999983 0.12358500000000001 0.089480000000000018 0.11767000000000001 0.094565000000000024 0.13052000000000002 0.11495000000000001 -0.47056499999999996 -0.45015499999999992 -0.13200999999999999 0.11297500000000001 0.10948500000000001 0.088500000000000009 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 0.13332000000000002 0.10861000000000001 0.090020000000000017 0.11448000000000001 -0.23965499999999998 -0.47313999999999995 -0.075224999999999986 0.11235000000000002 0.091505000000000017 0.088940000000000005 -0.066639999999999991 0.089215000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 8 7 -7 9 -4 -11 -12 13 14 15 -13 17 -17 -18 21 -21 23 -23 -19 -24 26 27 28 29 -26
right_child=-2 2 3 -5 -6 6 -8 -9 -10 10 11 12 -14 -15 -16 16 18 19 -20 20 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.8641735159217213e-07 -3.3977016187236588e-07 -3.8918066001615774e-08 3.4249961955042223e-07 7.6557652429249349e-07 -7.084589616113136e-07 2.6331386091614747e-07 4.7258210382697793e-07 -3.4753505141688277e-07 -4.3565827581915081e-07 -5.1264803763236468e-07 5.2338729574330499e-07 5.1628384896544466e-07 -2.6578798207412193e-07 4.6509635216991577e-07 -3.9450286926978611e-07 6.226354247911122e-07 -6.8099750289244796e-07 1.102407728126309e-06 1.8029254093221427e-07 -8.6448872337996374e-07 2.0787234487803139e-07 -1.2833483235784694e-06 -6.4899497105712234e-07 1.1274732787370008e-08 7.2871677744011513e-07 9.3501445019438946e-07 5.0452493461250469e-07 -7.8199576412761533e-07 -1.5662329557460505e-07 -1.1011593873997929e-07
leaf_weight=20 23 196 22 22 20 29 35 27 25 30 20 22 35 21 20 26 24 20 20 20 24 22 22 2030 29 27 20 23 221 26
leaf_count=20 23 196 22 22 20 29 35 27 25 30 20 22 35 21 20 26 24 20 20 20 24 22 22 2030 29 27 20 23 221 26
internal_value=0 2.52141e-09 2.6958e-11 7.64504e-09 -1.00913e-07 1.77374e-09 1.62561e-07 -3.12026e-08 -3.54879e-09 4.16975e-10 -2.3683e-09 3.36089e-09 -5.60881e-10 2.98629e-09 -7.51887e-10 2.30519e-09 -2.1222e-09 2.91554e-09 -2.89502e-07 -3.57106e-09 -2.79565e-07 1.40587e-09 -1.06424e-07 2.19199e-08 -3.60649e-08 2.90754e-09 -7.59855e-08 -1.14816e-07 -5.92173e-08 3.32178e-07
internal_weight=0 3098 3078 2862 216 2840 91 56 2749 2724 2702 2672 2652 2617 2596 2576 2554 2510 44 2484 44 2440 390 2050 368 346 319 299 276 55
internal_count=3121 3098 3078 2862 216 2840 91 56 2749 2724 2702 2672 2652 2617 2596 2576 2554 2510 44 2484 44 2440 390 2050 368 346 319 299 276 55
is_linear=0
shrinkage=0.1


Tree=8823
num_leaves=31
num_cat=0
split_feature=11 45 46 1429 156 475 475 1429 156 51 474 157 474 157 157 1 1419 1451 1451 1455 15 1447 1455 4 158 159 484 40 2 12
split_gain=2.64095e-10 2.62807e-10 1.00386e-09 4.72016e-10 4.82156e-10 2.80031e-10 2.71636e-10 3.8355e-10 3.49676e-10 2.74896e-10 2.526e-10 1.33102e-09 7.77283e-10 4.07782e-10 1.01044e-09 7.9916e-10 6.51018e-10 3.34427e-10 6.19212e-10 6.57243e-10 6.64136e-10 5.97425e-10 5.15608e-10 2.17073e-09 6.99188e-10 9.0607e-10 7.84185e-10 2.076e-09 1.52152e-09 9.82638e-10
threshold=-0.072629999999999986 0.084355000000000013 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.10142500000000002 0.051590000000000004 0.12387000000000002 -0.093169999999999989 -0.095579999999999984 0.090685000000000016 -0.078254999999999977 0.089130000000000015 -0.06482499999999998 -0.073574999999999988 0.111945 0.089400000000000021 0.095645000000000022 0.081365000000000007 -0.09534999999999999 0.09116500000000001 -0.12995499999999996 -1.0000000180025095e-35 -0.067104999999999984 -0.4686749999999999 -0.45371999999999996 0.10126500000000001 -0.24452499999999996 0.091265000000000013 0.12757000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 -5 -8 12 -12 17 14 15 -13 -15 18 19 20 -10 -21 23 -23 -24 -26 27 -27 -28 -29
right_child=1 2 -4 4 -6 -7 9 -9 10 -11 11 13 -14 16 -16 -17 -18 -19 -20 21 -22 22 24 -25 25 26 28 29 -30 -31
leaf_value=-3.5343389313203221e-07 -4.8547274957400076e-07 7.7566481536450749e-07 -1.5193886989197024e-07 3.7336424603040541e-07 4.9130836657695916e-07 -3.3460657630257634e-07 4.401545083965175e-09 -4.2792555930082886e-07 7.7174046075676663e-07 5.2242727200280114e-07 -8.6745579053404939e-07 -5.0716368207304183e-07 5.1917911370200553e-07 1.1667693353700771e-07 7.1190325347071279e-07 3.4873523148348799e-07 -6.5582975878442089e-07 4.0615415016986842e-07 -5.4517654840916905e-07 4.8020515345115201e-07 -1.4475472198682838e-08 -1.1149195155927114e-06 5.569061644647181e-07 1.7111821291239592e-07 -5.5559416011874419e-07 1.0190176567448361e-06 1.7473176058047103e-07 5.6122266724646517e-09 -1.0587667059525076e-06 -4.2187129162646835e-07
leaf_weight=21 20 20 28 25 20 25 21 21 22 20 21 24 29 24 22 20 20 20 21 25 21 21 22 35 30 20 20 2408 20 55
leaf_count=21 20 20 28 25 20 25 21 21 22 20 21 24 29 24 22 20 20 20 21 25 21 21 22 35 30 20 20 2408 20 55
internal_value=0 2.39092e-09 2.34563e-07 -1.26054e-09 1.93347e-09 -1.31603e-09 1.47348e-09 -2.08408e-09 9.73248e-10 2.57097e-07 -2.23702e-09 -1.37926e-07 4.18235e-09 1.34817e-09 1.58555e-07 -1.18119e-07 -2.34462e-07 -1.26835e-09 -4.2641e-09 -5.54474e-11 3.87775e-07 -6.33432e-09 -1.09575e-08 -3.11146e-07 -4.42909e-09 -9.26629e-09 -2.77012e-09 4.30595e-09 -4.42017e-07 -3.93369e-09
internal_weight=0 3100 48 3052 3032 3012 2987 2946 2925 41 2900 131 2769 110 66 44 44 2740 2720 2699 43 2656 2631 56 2575 2553 2523 2483 40 2463
internal_count=3121 3100 48 3052 3032 3012 2987 2946 2925 41 2900 131 2769 110 66 44 44 2740 2720 2699 43 2656 2631 56 2575 2553 2523 2483 40 2463
is_linear=0
shrinkage=0.1


Tree=8824
num_leaves=31
num_cat=0
split_feature=156 1429 1204 1186 1186 132 50 393 15 52 16 0 133 3 0 43 130 1 130 12 52 16 131 132 16 52 2 50 42 483
split_gain=2.73391e-10 2.79155e-10 2.28832e-10 2.56612e-10 1.40623e-09 7.46068e-10 9.86289e-09 6.53188e-09 5.98629e-10 3.62747e-10 4.16912e-10 3.03738e-10 3.71587e-10 3.6952e-10 3.02783e-10 2.87386e-10 8.77737e-10 6.8041e-10 3.7259e-10 1.039e-09 5.1815e-10 2.60277e-10 3.42053e-10 5.2798e-10 3.70575e-10 6.73102e-10 7.3722e-10 6.02038e-10 1.75329e-09 4.33978e-10
threshold=0.3248100000000001 -0.23166999999999996 1.0000000180025095e-35 0.057025000000000006 0.084720000000000004 -0.083284999999999984 0.097510000000000013 0.11333500000000001 0.091475000000000015 0.085815000000000016 -0.052894999999999991 -0.09515499999999999 -0.37971999999999995 -0.087044999999999983 0.22582000000000002 -0.50775499999999985 -0.22699999999999995 0.076935000000000017 -0.0075749999999999993 0.085700000000000012 0.086635000000000004 0.63636000000000015 0.13612500000000002 0.13831000000000002 0.5136400000000001 -0.56741999999999992 0.10613000000000002 -0.099524999999999988 0.094365000000000018 -0.47356499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 8 14 11 10 -6 -3 -13 -14 15 17 -17 -7 19 -18 -21 22 23 24 27 -26 -27 28 -20 -29
right_child=-2 2 -4 4 9 7 -8 -9 -10 -11 -12 12 13 -15 -16 16 18 -19 21 20 -22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=3.4227659024092342e-07 -3.4349521515848567e-07 2.6689710244240548e-07 2.4058597098348567e-07 -7.2018704173615338e-07 -3.1915847631896416e-07 4.9534445357342822e-07 2.2923394990925772e-06 -1.8111538167886466e-06 -5.7785188314340993e-07 4.495182024299993e-07 2.6728629872640013e-07 -3.9620096277691049e-07 -1.9868237749116298e-07 2.4889548422507713e-07 -3.6687015455460041e-07 -6.5920743310243777e-07 -3.3832400865614026e-07 -2.009552243874702e-07 -1.3059835959339239e-07 1.6392861967091802e-07 6.812936145905724e-07 2.6877708843845281e-07 3.298004302602446e-07 -5.0918959546141282e-07 2.8189520833166172e-07 4.5753985489227495e-09 -6.4304503130421305e-07 -4.3776432230688642e-07 1.0453295999468537e-06 -1.1939362496560126e-09
leaf_weight=24 23 34 39 31 27 36 20 20 20 20 22 27 35 39 22 20 28 23 32 49 32 35 30 21 22 32 39 23 21 2275
leaf_count=24 23 34 39 31 27 36 20 20 20 20 22 27 35 39 22 20 28 23 32 49 32 35 30 21 22 32 39 23 21 2275
internal_value=0 2.55113e-09 -1.01248e-10 -3.1941e-09 -1.60724e-07 2.17319e-09 2.02399e-07 -1.05223e-08 -6.72705e-08 9.06288e-08 -5.58567e-08 8.37123e-09 -7.86573e-08 3.72033e-08 2.621e-09 5.61173e-09 7.68051e-10 2.23906e-07 5.76976e-09 1.86797e-07 3.6832e-07 -2.02942e-09 -5.82831e-09 -9.91304e-09 -5.62302e-09 -2.01405e-07 -3.5116e-07 2.12165e-09 3.35335e-07 -5.56344e-09
internal_weight=0 3098 3074 3035 100 2935 175 2760 155 69 49 135 101 74 2740 2718 2659 59 2639 109 81 2530 2495 2465 2444 93 71 2351 53 2298
internal_count=3121 3098 3074 3035 100 2935 175 2760 155 69 49 135 101 74 2740 2718 2659 59 2639 109 81 2530 2495 2465 2444 93 71 2351 53 2298
is_linear=0
shrinkage=0.1


Tree=8825
num_leaves=31
num_cat=0
split_feature=132 393 1203 50 12 13 52 1420 157 11 11 155 4 9 33 47 9 47 1366 1426 1428 47 1 1 13 484 484 3 13 484
split_gain=2.50816e-10 1.22798e-09 6.20644e-10 3.15225e-10 2.38116e-10 4.63499e-10 2.93994e-10 2.32196e-10 4.59788e-10 2.65751e-10 1.59575e-09 8.19177e-10 5.62977e-10 2.99331e-10 5.87595e-10 4.38959e-10 4.1052e-09 1.60321e-09 6.13818e-10 3.05154e-10 4.42807e-10 4.84631e-10 1.17451e-09 3.51729e-09 4.52217e-10 3.98288e-10 1.05942e-09 1.01231e-09 1.77441e-09 9.96025e-10
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 0.093975000000000017 0.11527000000000001 0.054800000000000008 0.092320000000000013 0.056520000000000008 0.63397500000000007 0.090070000000000025 0.095165000000000013 0.13392000000000001 -0.17966999999999997 0.092890000000000014 -0.009184999999999997 0.094160000000000008 0.084755000000000011 0.09717000000000002 -0.082814999999999986 -0.052649999999999995 0.090025000000000008 1.0000000180025095e-35 0.094220000000000012 0.086560000000000012 -0.010094999999999998 0.089115000000000014 0.093095000000000025 -0.094874999999999987 -1.0000000180025095e-35 0.08764000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 5 6 -1 8 9 11 -11 13 -12 14 -2 16 18 -17 -16 -20 21 25 23 24 -23 29 -27 -28 -29 -21
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 10 12 -13 -14 -15 15 17 -18 -19 19 20 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-3.922409066800273e-08 -4.851613484788687e-07 7.5200336043094884e-07 -6.3461201875725244e-07 -4.159081475747717e-07 3.1884840979046208e-07 -4.5179184458750874e-07 3.6909401574445968e-07 -3.1441406423729622e-07 4.8238845934633895e-07 9.5613113668235885e-07 -4.7699936580804865e-07 -5.8578979027501538e-07 1.4745282788637617e-07 3.0504780177409432e-07 4.8368005690891685e-07 8.6868447991806679e-07 -1.403863656976444e-06 4.3611050890035588e-08 -3.0683201914323006e-07 -1.9364145204672767e-08 4.6791619979558168e-07 -3.8406967057369456e-07 -2.365555208389442e-07 1.5688821028447822e-06 2.6610338280711998e-07 7.9526584591300381e-07 6.5430384443456919e-07 8.5346842328631789e-08 -9.3326994772269249e-07 -6.5450991141347013e-07
leaf_weight=110 25 22 20 21 20 24 21 23 20 20 22 24 42 32 26 26 21 250 33 1992 20 20 37 20 23 21 23 118 20 25
leaf_count=110 25 22 20 21 20 24 21 23 20 20 22 24 42 32 26 26 21 250 33 1992 20 20 37 20 23 21 23 118 20 25
internal_value=0 7.72962e-09 -1.03963e-07 -4.98152e-08 -5.88407e-09 -4.7785e-08 2.62315e-08 2.05011e-09 4.5951e-09 1.23036e-09 1.76448e-07 -4.1101e-09 -6.72026e-08 9.99822e-10 -2.60371e-09 1.90617e-09 -1.18339e-08 1.21335e-07 4.59039e-10 -4.88269e-09 -5.85869e-10 -4.66157e-09 2.10641e-07 4.7328e-07 -3.63027e-08 -1.44525e-08 1.27226e-07 4.00902e-08 -6.22788e-08 -2.72366e-08
internal_weight=0 2905 216 196 175 155 131 2883 2860 2840 84 2756 64 2732 2700 2675 2399 276 2378 2352 2319 2299 100 63 43 2199 182 161 138 2017
internal_count=3121 2905 216 196 175 155 131 2883 2860 2840 84 2756 64 2732 2700 2675 2399 276 2378 2352 2319 2299 100 63 43 2199 182 161 138 2017
is_linear=0
shrinkage=0.1


Tree=8826
num_leaves=31
num_cat=0
split_feature=1429 474 157 475 43 475 474 1429 474 1429 49 157 157 156 52 2 159 481 160 15 1456 1455 160 12 1447 484 475 1429 1371 50
split_gain=2.35563e-10 4.62383e-10 3.01255e-10 2.59045e-10 3.56869e-10 2.49912e-10 3.08392e-10 2.73838e-10 1.46541e-09 2.44561e-09 8.79144e-10 2.45049e-10 4.11444e-10 3.7677e-10 3.27902e-10 1.45518e-09 7.43599e-09 4.36537e-09 1.73848e-09 1.67688e-09 1.31332e-09 7.11484e-10 7.30632e-10 1.29083e-09 5.71946e-10 1.63108e-09 1.30678e-09 6.3827e-09 8.54364e-10 5.56188e-10
threshold=0.12521000000000002 -0.45463999999999999 0.30844500000000002 -0.10664 -0.076484999999999984 -0.091889999999999986 -0.090834999999999985 -0.012159999999999999 0.091180000000000011 -0.081234999999999988 0.08610000000000001 0.11933000000000001 0.099625000000000005 -0.092624999999999985 0.26746000000000009 0.090050000000000005 -0.10296999999999999 -0.00058999999999999992 -0.43215499999999996 0.11923500000000002 -0.077769999999999992 0.087050000000000016 -0.40698999999999991 0.09334000000000002 -0.086849999999999997 -0.081684999999999994 -0.085774999999999976 0.083715000000000026 0.083235000000000017 0.096900000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7 8 9 10 -8 12 13 -9 24 16 18 -17 -16 21 -20 22 23 -19 25 -15 27 -26 29 -28
right_child=-2 2 -4 5 -6 6 7 11 -10 -11 -12 -13 -14 14 15 17 -18 19 20 -21 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-4.6985153105760267e-07 3.4209074826208055e-07 3.5959454727028307e-08 3.5389046940300283e-07 3.3749587528704567e-07 -5.4036601712579934e-07 -3.4368366707090341e-07 3.5546633072162e-07 -3.9636355306053401e-07 -4.3813829183269763e-07 1.2833958221976487e-06 -4.9492605654677394e-07 3.4529876984379372e-07 -3.5701077076978575e-07 -1.6872553447098785e-07 9.3842456010406756e-07 1.4380923801127212e-06 -1.6098893442601286e-06 5.7652570106370149e-07 4.8525670773745908e-07 -9.146864757977627e-07 -4.9544538316897358e-07 -3.8976198065271851e-07 6.6910965017541464e-07 -5.1125253553626255e-07 8.8323025636327669e-07 9.6780019367028939e-07 -5.8506836412118518e-09 -1.4230480065672661e-06 4.9278052988545432e-07 1.6953428126260933e-07
leaf_weight=21 20 22 24 22 21 26 31 24 29 22 20 20 33 28 21 21 34 20 22 22 36 26 24 24 20 23 2201 30 37 197
leaf_count=21 20 22 24 22 21 26 31 24 29 22 20 20 33 28 21 21 34 20 22 22 36 26 24 24 20 23 2201 30 37 197
internal_value=0 -2.20735e-09 9.81133e-10 -1.79041e-09 -2.45502e-07 1.68772e-09 -7.82284e-10 2.22461e-09 1.63232e-07 4.02132e-07 2.19791e-08 -3.51159e-09 -5.9654e-09 -1.84281e-09 1.55579e-09 -1.0771e-07 -3.7336e-07 1.11402e-07 1.58817e-07 -1.28774e-07 -1.23455e-07 5.51625e-08 2.25281e-07 -1.68079e-08 1.23273e-08 3.43825e-07 5.52392e-09 -5.00537e-07 1.59153e-08 8.55751e-09
internal_weight=0 3101 3080 3056 43 3013 2991 2965 102 73 51 2863 2843 2810 2786 250 113 137 79 116 58 94 68 44 2536 51 2485 50 2435 2398
internal_count=3121 3101 3080 3056 43 3013 2991 2965 102 73 51 2863 2843 2810 2786 250 113 137 79 116 58 94 68 44 2536 51 2485 50 2435 2398
is_linear=0
shrinkage=0.1


Tree=8827
num_leaves=31
num_cat=0
split_feature=1208 1208 1210 1210 1210 1210 403 484 481 50 43 52 42 403 42 403 1203 0 1204 132 400 1186 403 403 403 403 1210 403 52 1212
split_gain=2.20671e-10 3.69336e-10 5.21237e-10 2.38657e-10 3.07195e-10 3.48382e-10 2.35498e-10 2.06136e-09 4.08873e-09 1.2677e-09 8.29994e-10 2.6942e-09 6.61363e-10 7.00793e-10 1.38404e-09 7.82375e-10 1.26333e-09 6.39025e-10 3.70657e-10 7.81549e-09 6.05504e-09 3.7027e-10 3.52436e-10 9.0369e-10 3.28326e-10 2.66287e-10 2.27194e-09 1.69373e-09 8.27791e-10 3.78153e-10
threshold=0.12461500000000002 0.10233500000000001 0.10799000000000002 -0.3960249999999999 -0.13847499999999999 -0.090569999999999998 -0.084339999999999984 -0.081614999999999979 -0.081614999999999979 0.091320000000000012 0.055925000000000009 0.11125500000000001 0.090990000000000015 -0.08670499999999999 0.085465000000000013 -0.090774999999999981 0.085685000000000011 -0.084889999999999979 -0.08130999999999998 -0.083284999999999984 -0.082199999999999981 -0.086714999999999987 -0.081499999999999989 -0.078754999999999978 -0.069569999999999979 -0.0047449999999999992 -0.062079999999999989 -0.014954999999999998 0.084960000000000022 0.058525000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 7 -7 -9 10 11 12 13 14 15 16 -10 -17 19 20 -8 -20 -23 -24 -25 27 -27 28 -26 -28
right_child=-2 2 -4 4 5 6 18 8 9 -11 -12 -13 -14 -15 -16 17 -18 -19 21 -21 -22 22 23 24 25 26 29 -29 -30 -31
leaf_value=-2.9784596409643672e-07 -3.3109576772716311e-07 6.6564641794997218e-07 -4.7674517540079778e-08 3.5713136838921858e-07 -3.9854237095162467e-07 -8.4733109479597979e-07 1.7481398040334025e-06 1.4199277697828266e-06 -3.7945695712343082e-09 6.4488057898159929e-07 5.7828122437668265e-07 -1.150567743479769e-06 4.9415725066460768e-07 4.7651835939177541e-07 -8.548434076753134e-07 -4.5057784400678768e-08 8.4510666653159216e-07 -7.9083829341186628e-07 3.6441658837534136e-07 -1.6117777544895246e-06 -5.9804493988932255e-07 -3.0615508184913177e-07 6.662858561412578e-07 -3.6212105855453891e-07 1.943542012109115e-07 -1.0728613830224277e-06 -7.606352233004189e-09 7.8193391933230796e-07 -5.125103517874171e-07 3.1470648449738764e-07
leaf_weight=27 20 20 21 24 22 23 22 23 142 32 22 21 27 25 21 27 20 20 27 26 22 39 20 26 37 20 2248 30 30 37
leaf_count=27 20 20 21 24 22 23 22 23 142 32 22 21 27 25 21 27 20 20 27 26 22 39 20 26 37 20 2248 30 30 37
internal_value=0 2.14126e-09 3.00287e-07 -1.8535e-09 7.8145e-10 -2.06082e-09 8.59363e-10 7.19594e-08 1.27601e-07 4.43415e-08 -1.47885e-08 -5.78497e-08 2.35229e-08 -2.63089e-08 -8.09641e-08 -3.20584e-09 1.01008e-07 -3.62411e-07 -1.02294e-08 -2.37202e-07 5.75047e-07 -3.90954e-09 -7.90826e-09 -3.15678e-09 -8.67113e-09 -4.84528e-09 -1.16756e-08 1.57462e-07 -1.22152e-07 -2.38728e-09
internal_weight=0 3101 41 3060 3033 3009 2987 403 380 357 325 303 282 255 230 209 162 47 2584 70 44 2514 2487 2448 2428 2402 2305 97 67 2285
internal_count=3121 3101 41 3060 3033 3009 2987 403 380 357 325 303 282 255 230 209 162 47 2584 70 44 2514 2487 2448 2428 2402 2305 97 67 2285
is_linear=0
shrinkage=0.1


Tree=8828
num_leaves=31
num_cat=0
split_feature=132 1185 15 1212 43 43 402 16 1212 403 131 1210 12 402 401 42 133 131 131 158 160 4 52 3 1446 52 2 52 43 1447
split_gain=2.35028e-10 1.40615e-09 6.34827e-10 2.4499e-10 2.67452e-09 6.68022e-09 2.35912e-09 2.29508e-09 4.32873e-10 2.05389e-09 4.43492e-10 6.37635e-10 3.95342e-10 3.29238e-10 9.47405e-10 2.33525e-09 4.01405e-10 3.49595e-10 3.19852e-10 2.77806e-10 6.86338e-10 5.83474e-10 4.28269e-10 1.11709e-09 7.32417e-10 7.06807e-10 4.7431e-09 9.41088e-10 3.15272e-09 3.75792e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.089544999999999986 -0.0047449999999999992 -0.0011349999999999999 0.23460000000000003 -0.081414999999999987 -0.063924999999999996 0.0033700000000000002 0.13695500000000002 -0.12043 0.090695000000000012 -0.44724499999999995 -1.0000000180025095e-35 0.11747 0.50628500000000021 0.11767000000000001 0.11088500000000003 -0.073714999999999989 -0.063384999999999983 -0.021294999999999998 0.51307000000000014 -0.07928499999999998 -0.09143999999999998 0.40411000000000002 0.092875000000000013 0.26746000000000009 -0.076124999999999984 -0.086849999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 7 -6 8 -3 9 -5 11 -10 -7 14 15 -13 17 18 19 20 -15 -22 24 -24 -21 27 -27 29 -29 -26
right_child=1 3 -4 6 5 12 -8 -9 10 -11 -12 13 -14 16 -16 -17 -18 -19 -20 22 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-3.2325081877893073e-08 8.2290851726914606e-07 -1.2523289944965654e-06 -5.2696944938664579e-07 -3.1482137585583221e-07 2.0869166348091997e-06 1.8793393530280866e-07 -9.7169058557255996e-07 9.769438470223525e-08 -4.9836321566614899e-07 9.4305508901015852e-07 3.9450092665609713e-07 -1.2772940829108848e-06 -3.4897438752068414e-07 -5.152892516337358e-07 3.2972514429019385e-07 2.5085736524488314e-07 3.9566309217010394e-07 3.0175667294498148e-07 -2.9568675726037529e-07 -5.7379401916725992e-07 4.7840579213698226e-07 -2.4003018534830725e-07 -1.4784539627780928e-07 7.8980851796472968e-07 2.7801754413303572e-07 -6.5263213390774308e-07 1.1657429300981904e-06 -1.0389952669775937e-06 5.614999194847314e-07 6.8593970176054787e-10
leaf_weight=192 21 20 30 27 20 32 25 34 26 25 28 20 24 35 20 20 26 38 37 22 20 26 27 24 50 26 32 32 20 2142
leaf_count=192 21 20 30 27 20 32 25 34 26 25 28 20 24 35 20 20 26 38 37 22 20 26 27 24 50 26 32 32 20 2142
internal_value=0 7.59047e-09 -9.91689e-08 1.64131e-09 1.35784e-07 5.18116e-07 -4.70457e-09 -4.02314e-07 4.17338e-09 2.89927e-07 -1.38978e-09 -5.58385e-09 -4.21696e-08 -6.88071e-10 -2.32237e-07 -5.13218e-07 4.74523e-09 7.29478e-10 -3.85898e-09 5.37445e-10 -1.81578e-07 7.23333e-08 6.74853e-09 2.93404e-07 4.57909e-10 5.94598e-09 3.50609e-07 -2.96243e-09 -4.2342e-07 7.01193e-09
internal_weight=0 2899 222 2878 130 76 2748 54 2723 52 2671 2643 56 2617 60 40 2557 2531 2493 2456 81 46 2375 51 2324 2302 58 2244 52 2192
internal_count=3121 2899 222 2878 130 76 2748 54 2723 52 2671 2643 56 2617 60 40 2557 2531 2493 2456 81 46 2375 51 2324 2302 58 2244 52 2192
is_linear=0
shrinkage=0.1


Tree=8829
num_leaves=31
num_cat=0
split_feature=367 120 33 4 9 3 9 132 1203 1185 50 132 3 0 130 403 10 52 124 16 42 129 1185 393 1182 390 1453 1453 42 50
split_gain=2.21925e-10 2.35117e-10 4.72704e-10 3.86834e-10 3.46489e-10 1.74525e-09 3.21731e-10 2.56176e-10 6.78576e-09 3.48906e-09 1.48796e-09 3.11739e-10 2.51965e-10 2.68607e-10 6.64196e-10 3.80985e-10 2.51574e-10 4.30353e-10 2.63722e-10 3.41837e-10 3.11688e-10 3.49963e-10 6.03664e-10 8.42525e-10 3.87077e-10 3.46057e-10 2.55498e-10 2.64584e-10 1.05403e-09 6.78789e-10
threshold=-0.069339999999999999 1.0000000180025095e-35 -0.044254999999999996 0.63113500000000011 0.091600000000000015 -0.13309499999999996 0.085355000000000014 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.037359999999999997 -0.092644999999999991 -0.073309999999999986 0.10923000000000001 -0.023519999999999996 -0.086389999999999981 -1.0000000180025095e-35 0.091025000000000009 0.67964000000000013 -0.23108499999999998 0.11234000000000001 0.090595000000000009 0.09389500000000002 0.086460000000000009 0.088565000000000019 -0.087504999999999986 -0.079499999999999987 0.084635000000000016 -0.46943999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 8 10 -9 12 -11 -4 14 15 -14 17 -13 19 20 -18 22 23 24 25 26 -22 28 -28 -29
right_child=1 -3 3 -5 5 -7 -8 9 -10 11 -12 16 13 -15 -16 -17 18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=3.2398473261234053e-07 4.7356171481147793e-07 -2.5991354050347583e-07 -2.9860142524779332e-07 3.8155618266973064e-07 3.6516795063334941e-07 -8.6790948022515604e-07 3.7938798724016207e-07 -1.2668833981231067e-06 1.8073328473768753e-06 2.9844378789455143e-07 -9.0311739086246235e-07 5.7651613905852204e-08 -1.7902321546253957e-08 3.7116767265882554e-07 -4.6123943036491261e-07 4.0608093188567304e-07 3.9173917798507318e-07 -5.1235718245834505e-07 -2.7862321846829647e-07 4.135278050654279e-07 -2.732788579527955e-07 3.6774029945263467e-07 -5.0739010172643863e-07 6.1265040562313351e-07 -4.4708099999013485e-07 3.9883953247356525e-07 -2.2074180980493822e-07 -4.5971929900836338e-07 7.7187404883716222e-07 -2.9882111452510919e-09
leaf_weight=21 21 35 23 26 22 24 22 22 21 34 20 27 67 23 25 31 20 26 34 20 36 25 24 22 20 21 23 33 20 2333
leaf_count=21 21 35 23 26 22 24 22 22 21 34 20 27 67 23 25 31 20 26 34 20 36 25 24 22 20 21 23 33 20 2333
internal_value=0 -2.19705e-09 7.45878e-10 -2.51599e-09 -5.82477e-09 -2.78177e-07 -1.60936e-09 -4.45069e-09 1.01994e-07 -1.26089e-08 -8.74881e-08 -2.45653e-09 9.03604e-09 5.74995e-08 -1.15392e-09 1.16215e-07 -6.26823e-09 -2.21975e-07 -1.92293e-09 1.69963e-09 -1.49655e-09 -4.57231e-09 -8.24838e-09 -3.4719e-09 -8.92431e-09 -5.37073e-09 -8.84248e-09 -4.89075e-09 2.4094e-07 -9.35851e-09
internal_weight=0 3100 3065 3044 3018 46 2972 2950 210 2740 189 2718 169 146 123 98 2684 53 2631 2597 2577 2557 2532 2508 2486 2466 2445 2409 43 2366
internal_count=3121 3100 3065 3044 3018 46 2972 2950 210 2740 189 2718 169 146 123 98 2684 53 2631 2597 2577 2557 2532 2508 2486 2466 2445 2409 43 2366
is_linear=0
shrinkage=0.1


Tree=8830
num_leaves=31
num_cat=0
split_feature=132 1185 1203 402 1212 402 1208 1209 403 1209 401 1212 1212 43 401 391 1209 128 401 401 133 402 52 1204 401 401 159 50 16 402
split_gain=2.35458e-10 1.56345e-09 7.23674e-10 2.12738e-10 3.11341e-10 2.97867e-10 2.46529e-10 2.8013e-10 2.1885e-10 8.34029e-10 3.39078e-10 4.60372e-10 2.08043e-09 1.25113e-09 5.42001e-10 8.70825e-10 3.868e-10 3.83799e-10 3.32388e-10 1.02269e-09 3.85372e-10 5.70714e-10 9.99405e-10 9.89388e-10 2.78293e-10 1.03928e-09 6.75179e-10 1.03583e-09 1.33715e-09 5.78273e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.31278000000000006 0.15049500000000002 0.13685500000000003 0.11531000000000001 0.10691500000000002 -0.55276999999999987 -0.092099999999999987 0.11602000000000001 -0.092474999999999988 -0.073259999999999978 -0.0040649999999999983 0.10632500000000002 -0.087114999999999984 -0.067109999999999989 0.11876500000000001 -0.46778499999999995 -1.0000000180025095e-35 0.42433500000000007 -0.092414999999999983 0.084505000000000011 -0.081664999999999988 0.083100000000000021 0.076195000000000013 0.10461500000000003 0.087525000000000006 -0.0083599999999999976 0.094750000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 -3 -10 11 13 -13 -11 15 -14 -17 18 -18 -20 21 22 -21 -23 25 29 27 28 -26 -25
right_child=1 3 -4 -5 -6 -7 -8 -9 9 10 -12 12 14 -15 -16 16 17 -19 19 20 -22 23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-3.0671247516566682e-08 8.6730697798235011e-07 -2.8543337630590367e-07 -5.7450755360629765e-07 3.1844021491235165e-07 -3.8463496193365982e-07 3.152608292111836e-07 -3.080175187182459e-07 2.9096675213870852e-07 6.1389790072429275e-07 8.9788095844293521e-07 -3.3314237958664663e-07 -8.084999841173613e-07 -6.5890463286422128e-07 -3.3657592824886746e-08 4.7581044118061303e-07 3.6666964492410603e-07 3.2647758198815309e-07 4.1517326375190517e-07 -5.3016303432876755e-07 1.6282933756883723e-08 3.1139131221581153e-07 6.8524007777644633e-07 -8.6618909314157001e-07 1.2510482760130835e-09 1.0172935954447634e-06 -7.2887585389480591e-07 -3.425210250540545e-07 -2.8910042658480962e-07 -3.8306289492798642e-08 -4.4829206008647948e-07
leaf_weight=194 21 27 28 21 21 30 26 33 22 21 31 32 20 46 24 29 30 22 37 33 39 21 21 2154 28 20 20 20 21 29
leaf_count=194 21 27 28 21 21 30 26 33 22 21 31 32 20 46 24 29 30 22 37 33 39 21 21 2154 28 20 20 20 21 29
internal_value=0 7.59372e-09 -9.92632e-08 1.32062e-09 -1.01032e-09 1.83034e-09 -1.52066e-09 1.34586e-09 -2.13339e-09 6.78778e-10 -4.32153e-09 -4.99462e-10 -7.16897e-09 2.58317e-07 2.81647e-09 -1.64574e-09 3.56233e-09 -6.58154e-10 -4.35742e-09 -8.42007e-09 -3.96592e-10 -5.53378e-09 -3.26901e-07 1.96895e-09 -4.29139e-09 -1.12952e-08 1.69071e-07 3.17359e-07 5.64894e-07 -4.72089e-09
internal_weight=0 2899 222 2878 2857 2836 2806 2780 2747 2720 2698 2667 2600 67 2568 2544 2524 2495 2473 2443 2406 2367 54 2313 2292 2203 89 69 49 2183
internal_count=3121 2899 222 2878 2857 2836 2806 2780 2747 2720 2698 2667 2600 67 2568 2544 2524 2495 2473 2443 2406 2367 54 2313 2292 2203 89 69 49 2183
is_linear=0
shrinkage=0.1


Tree=8831
num_leaves=31
num_cat=0
split_feature=43 130 12 130 12 12 15 0 132 15 1185 2 1186 129 1184 4 3 132 13 43 1213 4 1456 1443 15 12 1208 42 4 1208
split_gain=2.22012e-10 6.1996e-10 4.97944e-10 5.02336e-10 3.67586e-10 8.53791e-10 5.89651e-10 3.37713e-10 3.01974e-10 7.39731e-09 3.30476e-09 1.00185e-09 3.70058e-10 6.04979e-10 6.3403e-10 3.57964e-10 1.54234e-09 2.78425e-10 5.09751e-10 2.86024e-10 3.11505e-10 2.99025e-10 2.60921e-10 5.51946e-10 4.75969e-10 3.97916e-10 3.69796e-10 4.29197e-10 8.99333e-10 5.26773e-10
threshold=-0.50775499999999985 -0.22699999999999995 0.092355000000000007 0.087100000000000025 0.12477500000000001 0.11734000000000001 -0.090644999999999989 -0.068604999999999985 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.082850000000000021 0.089315000000000019 -0.077709999999999987 0.084515000000000021 -0.51843499999999987 -0.020429999999999997 -0.41094499999999995 -0.0018299999999999998 -0.0095349999999999983 0.085835000000000009 -0.020529999999999996 0.11510000000000002 0.090755000000000016 -0.065449999999999994 0.11351500000000002 0.11846000000000001 0.120215 -0.00059999999999999995 0.10233500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 8 -6 -8 9 11 -10 -3 13 -12 15 16 -15 -13 19 -19 21 -21 23 25 -24 26 27 29 -29 -17
right_child=1 4 -4 -5 6 -7 7 -9 10 -11 12 17 -14 14 -16 22 -18 18 -20 20 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.2122047327239524e-07 -5.1017562524198936e-07 -6.3386656416571048e-07 5.6989862132054862e-07 3.5736206044134633e-07 6.7801647006149325e-07 -5.1179879564546302e-07 3.664241463733712e-07 -9.6317465554964507e-08 -1.2894807719021628e-06 1.8914564017385212e-06 -4.7434974316868447e-07 3.2211476863608368e-07 3.3354098167309893e-07 -9.2601645936459453e-07 5.6232531633781954e-07 4.6053478888698553e-09 1.7690145064364061e-07 3.1725427191986459e-07 -4.8521939003297696e-07 3.6910058810235568e-07 -3.934209303224634e-07 -1.4966960259243936e-07 6.0183060099916477e-07 -4.8924928312712647e-07 -7.981165351468787e-08 -3.4749765934760648e-07 4.155668950612711e-07 -7.423733351337749e-07 1.3269043733406723e-07 4.4881262205628316e-07
leaf_weight=24 24 29 22 20 20 33 24 46 20 21 27 24 33 21 20 2374 32 28 22 20 20 25 20 23 21 32 22 23 24 27
leaf_count=24 24 29 22 20 20 33 24 46 20 21 27 24 33 21 20 2374 32 28 22 20 20 25 20 23 21 32 22 23 24 27
internal_value=0 -3.92737e-09 1.8145e-07 -1.27739e-08 8.11949e-11 -6.01081e-09 1.99155e-07 6.23368e-08 -2.71129e-10 1.21954e-07 -8.76712e-09 -9.92335e-08 7.23163e-10 -3.39649e-09 1.42191e-09 -2.86144e-09 -2.60104e-07 1.23086e-08 -5.23466e-08 5.00535e-08 -6.50484e-08 8.08949e-08 2.45183e-09 -1.61155e-09 2.52697e-07 2.87113e-09 7.41032e-09 3.74225e-09 -2.95532e-07 9.6006e-09
internal_weight=0 3055 66 44 3031 2941 90 70 2908 189 2719 168 2699 2666 2639 2619 53 139 115 93 65 45 2566 2525 41 2502 2470 2448 47 2401
internal_count=3121 3055 66 44 3031 2941 90 70 2908 189 2719 168 2699 2666 2639 2619 53 139 115 93 65 45 2566 2525 41 2502 2470 2448 47 2401
is_linear=0
shrinkage=0.1


Tree=8832
num_leaves=31
num_cat=0
split_feature=132 1185 15 12 4 133 43 0 43 52 1210 12 133 133 3 12 0 41 33 160 4 133 43 52 1213 43 1210 16 133 1210
split_gain=2.40229e-10 1.69232e-09 8.54604e-10 2.09227e-10 4.0543e-10 2.16331e-10 5.32269e-10 1.25618e-09 4.6929e-10 1.49829e-09 1.10562e-09 5.46981e-10 4.61725e-10 4.53044e-10 6.70837e-10 6.3696e-10 4.79174e-10 4.2814e-10 1.09628e-09 3.96085e-10 4.46971e-10 3.90433e-10 4.01556e-10 1.44136e-09 2.62607e-09 8.35966e-10 1.02758e-09 3.28731e-09 4.71593e-10 4.13542e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.23631000000000002 0.63113500000000011 -0.22627999999999995 0.084740000000000024 -0.097274999999999986 0.055925000000000009 0.10473500000000001 0.258635 0.087995000000000004 -0.15129499999999999 -0.27466499999999994 -0.080484999999999987 0.091715000000000005 -0.090644999999999989 0.088520000000000015 -0.0066799999999999993 -0.0094199999999999978 -0.03898999999999999 -0.14794999999999997 0.0061450000000000003 0.10263500000000002 -1.0000000180025095e-35 0.0034250000000000005 -0.13847499999999999 -0.082179999999999989 -0.13941499999999998 -0.090569999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 13 8 -8 10 11 12 -10 -7 14 15 -3 -16 18 -14 -9 -21 -20 25 24 -24 26 27 -23 -28 -30
right_child=1 3 -4 -5 -6 6 7 19 9 -11 -12 -13 17 -15 16 -17 -18 -19 21 20 -22 22 23 -25 -26 -27 28 -29 29 -31
leaf_value=-2.2705846292048194e-08 9.0211637619913312e-07 2.2075254454042203e-08 -5.9662096769367664e-07 -2.9925586056339424e-07 4.1284456090788057e-07 -4.1823789794866918e-07 -8.3040290016574895e-07 3.2249949820988668e-07 3.6910937287378452e-07 9.9075698329897936e-07 -7.4550347108015556e-07 -2.4068633682585836e-07 6.1106907272308799e-07 5.1859025263685983e-07 -5.2732191878026071e-07 7.2593156971834108e-07 9.9283274672099816e-08 -3.470311911508575e-07 4.4281008797497635e-07 1.7242726168357574e-07 -4.3335445122322812e-07 1.3734139480964752e-06 1.2537498819256143e-06 -4.135573412920325e-07 -2.4427990116361217e-07 -4.8611701338864411e-07 -3.6502084658668786e-07 -2.0468235726928636e-07 -4.4664184897447696e-07 -7.3968884203749273e-10
leaf_weight=192 21 36 30 23 24 26 26 23 24 20 20 38 30 24 26 20 23 34 20 21 29 22 25 23 22 36 37 33 21 2172
leaf_count=192 21 36 30 23 24 26 26 23 24 20 20 38 30 24 26 20 23 34 20 21 29 22 25 23 22 36 37 33 21 2172
internal_value=0 7.67234e-09 -1.00262e-07 1.14582e-09 3.56587e-09 9.61828e-11 -5.94388e-09 -2.33528e-07 2.71185e-09 2.38142e-07 -4.94595e-09 -4.63638e-09 9.76138e-10 1.2661e-07 3.70142e-08 2.73453e-07 -2.33201e-07 5.38e-09 1.02886e-08 -2.09427e-08 -1.78926e-07 2.81315e-09 -8.67297e-10 2.35111e-07 5.52544e-07 -7.98426e-09 -4.5132e-10 4.26556e-07 -1.09829e-08 -5.00961e-09
internal_weight=0 2899 222 2878 2855 2831 2702 99 2603 82 2521 62 2501 129 105 56 49 2475 2441 73 50 2411 2391 70 47 2321 2285 55 2230 2193
internal_count=3121 2899 222 2878 2855 2831 2702 99 2603 82 2521 62 2501 129 105 56 49 2475 2441 73 50 2411 2391 70 47 2321 2285 55 2230 2193
is_linear=0
shrinkage=0.1


Tree=8833
num_leaves=31
num_cat=0
split_feature=1211 1212 3 402 401 1210 401 1210 403 403 133 1210 130 42 42 4 403 402 402 1211 1211 131 482 483 131 482 483 0 2 40
split_gain=2.19109e-10 6.75569e-10 5.03554e-10 2.30914e-10 1.23601e-09 4.35626e-10 3.23197e-10 3.54223e-10 2.59197e-09 5.32676e-09 3.73164e-09 1.77848e-09 1.70676e-09 3.70205e-09 1.70726e-09 1.68486e-09 3.57268e-09 6.75526e-10 1.42423e-09 3.38343e-10 4.89266e-10 2.92234e-10 5.28121e-10 5.34239e-10 3.84791e-10 4.86645e-10 3.39569e-10 6.73049e-10 9.28297e-10 5.00219e-10
threshold=0.11191500000000001 0.11796000000000001 -0.078084999999999988 -0.45015499999999992 -1.0000000180025095e-35 0.24726500000000004 -0.099524999999999988 -0.00046999999999999993 -0.0038999999999999994 0.23383500000000004 -0.023589999999999996 -0.015189999999999997 0.08610000000000001 -0.084624999999999992 0.086325000000000013 -0.080744999999999997 -0.5425549999999999 -0.024724999999999997 -0.21830999999999998 0.092635000000000009 0.087635000000000005 0.11863000000000001 0.12191 0.12325000000000001 0.11266000000000001 0.11191500000000001 0.10083000000000002 -0.086074999999999985 0.10097500000000002 -0.24452499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 -5 8 10 -10 -8 12 13 -12 -15 16 -16 18 -9 20 21 22 23 24 25 26 29 -28 -29 -19
right_child=1 2 -4 5 -6 -7 7 17 9 -11 11 -13 -14 14 15 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-7.3725845458246419e-07 5.5686316510364773e-07 2.8885491176532971e-07 -3.8166839519959696e-07 -3.4215239713221638e-07 2.4903973138845216e-07 4.1517473982821687e-07 -1.2311903427199349e-06 1.3849712310332054e-09 2.0079987314147732e-06 -2.7233665261541146e-07 1.2024067315350193e-06 9.6338541507892917e-07 -6.900608170702793e-07 -7.3341792585779339e-07 -3.5153424332314726e-07 -3.7617974264492209e-07 1.4930653703361583e-06 -4.7977874105113603e-07 -1.0321375337696282e-06 -3.1719737475053563e-07 4.4973568738744989e-07 -3.0905178816958082e-07 4.7685954190574591e-07 -4.3887984345149433e-07 3.9072169010978546e-07 -4.0388615332176417e-07 -1.3633334252781718e-07 9.6871808352716471e-07 1.6775663338887085e-08 -7.1268520428721297e-10
leaf_weight=24 28 21 24 28 27 25 23 40 20 21 27 22 29 31 21 34 21 22 20 34 24 31 23 28 25 30 31 20 21 2346
leaf_count=24 28 21 24 28 27 25 23 40 20 21 27 22 29 31 21 34 21 22 20 34 24 31 23 28 25 30 31 20 21 2346
internal_value=0 1.71207e-07 -6.87575e-08 -4.10397e-09 -2.15101e-07 -5.13441e-10 -4.01015e-09 -7.94118e-10 1.13323e-07 8.40022e-07 -2.99211e-08 1.19426e-07 5.51721e-09 1.56053e-07 -1.0798e-07 1.47132e-07 5.70766e-07 -1.13377e-08 -3.43123e-07 -3.78286e-09 3.14059e-10 -3.87147e-09 -1.5561e-10 -4.50414e-09 3.70614e-10 -3.58031e-09 1.34149e-09 2.15282e-07 4.81138e-07 -5.16347e-09
internal_weight=0 73 45 3048 51 2997 2972 2944 249 41 208 185 163 134 107 76 42 2695 60 2635 2601 2577 2546 2523 2495 2470 2440 72 41 2368
internal_count=3121 73 45 3048 51 2997 2972 2944 249 41 208 185 163 134 107 76 42 2695 60 2635 2601 2577 2546 2523 2495 2470 2440 72 41 2368
is_linear=0
shrinkage=0.1


Tree=8834
num_leaves=31
num_cat=0
split_feature=130 40 12 16 139 12 130 42 1 1208 132 1203 1185 1 1213 52 42 13 42 402 401 133 16 52 132 132 43 147 13 2
split_gain=2.14708e-10 4.28974e-10 2.82751e-10 6.5591e-10 4.3165e-10 4.08459e-10 7.3608e-10 8.13233e-10 1.45151e-09 4.45813e-10 3.65612e-10 6.00558e-09 3.13017e-09 6.46685e-10 3.86974e-10 4.16433e-10 3.48305e-10 7.4073e-10 4.95048e-10 4.72696e-10 1.68325e-09 4.0479e-10 9.59486e-10 3.36174e-10 4.15595e-10 3.00717e-10 3.13805e-10 6.57533e-10 6.33401e-10 1.61394e-09
threshold=-0.23123999999999997 -0.24290999999999999 0.12477500000000001 -0.082179999999999989 -0.060214999999999998 0.11351500000000002 0.09364500000000002 0.10306000000000001 0.10471500000000002 0.11846000000000001 -0.083284999999999984 0.089480000000000018 -1.0000000180025095e-35 0.088135000000000005 0.087385000000000004 0.087435000000000013 0.120215 -0.061684999999999997 0.11747 -0.45015499999999992 -1.0000000180025095e-35 0.40431 -0.076669999999999988 0.085310000000000011 -0.095229999999999995 -0.037359999999999997 0.07827000000000002 0.099730000000000027 -0.088319999999999996 -0.080614999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 9 7 8 -7 10 11 13 -12 14 15 23 18 -18 19 20 -14 25 -23 24 -6 -21 27 28 29 -27
right_child=1 2 3 -5 5 6 -8 -9 -10 -11 12 -13 16 -15 -16 -17 17 -19 -20 21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.0440603446233739e-07 -4.6389071826524743e-07 -4.6703855609564472e-07 5.7544569652837459e-07 -3.8429374418900925e-08 2.4111236288345855e-07 7.4657589562854767e-07 -7.4679481357975416e-07 -5.2182551731524052e-07 -4.1826246160781016e-07 4.4400901268328081e-07 -1.1950370053041711e-06 1.7728908903791309e-06 -9.5422636134530476e-07 -4.9413285630595871e-07 4.3307508121870344e-07 -3.0629303124348953e-07 1.4527572961034585e-07 -6.4107569627935848e-07 3.98463482298439e-07 3.2344398578316194e-07 2.2413575809170853e-07 -1.8773526611377229e-07 7.3783708677647543e-07 4.0454896250707866e-07 -3.8082767906373537e-07 9.68230139755005e-07 -1.2429007486142085e-07 5.0980713061003027e-07 -2.1642597226353774e-08 6.9340904616341136e-08
leaf_weight=23 20 20 28 46 22 23 20 24 20 23 22 20 22 29 20 39 23 25 32 29 27 21 24 24 21 21 189 26 1829 409
leaf_count=23 20 20 28 46 22 23 20 24 20 23 22 20 22 29 20 39 23 25 32 29 27 21 24 24 21 21 189 26 1829 409
internal_value=0 -2.26058e-09 7.38969e-10 1.93848e-07 -4.01804e-09 -9.14682e-10 -2.1441e-07 -5.54898e-08 2.04791e-07 5.49683e-09 1.98751e-09 1.42059e-07 -7.09456e-09 -6.83711e-08 2.96217e-08 -4.65015e-08 2.66814e-09 -2.64282e-07 7.54209e-09 2.72519e-09 -3.04925e-07 8.64154e-09 3.05903e-07 1.0472e-07 -6.26258e-08 3.29724e-09 -4.55492e-10 9.78728e-09 4.03229e-09 1.1324e-07
internal_weight=0 3098 3078 74 3004 2984 87 67 43 2897 2874 175 2699 155 126 106 2677 48 2629 2597 49 2548 45 67 43 2503 2474 2285 2259 430
internal_count=3121 3098 3078 74 3004 2984 87 67 43 2897 2874 175 2699 155 126 106 2677 48 2629 2597 49 2548 45 67 43 2503 2474 2285 2259 430
is_linear=0
shrinkage=0.1


Tree=8835
num_leaves=31
num_cat=0
split_feature=40 4 132 1185 1203 52 0 130 133 1204 3 4 448 0 1365 1375 2 1375 133 1375 1375 457 456 1375 484 151 150 150 150 34
split_gain=2.42404e-10 6.6966e-10 2.26123e-10 1.70182e-09 8.53471e-10 2.10655e-10 6.35779e-10 3.88547e-10 5.14249e-10 3.715e-10 3.5538e-10 3.42056e-10 1.98017e-10 4.30613e-10 2.308e-10 2.40806e-10 8.36432e-10 4.77979e-10 7.73307e-10 5.67675e-10 7.8901e-10 4.38692e-10 4.065e-10 4.12045e-10 1.35352e-09 2.27767e-09 2.85417e-10 5.22789e-10 3.78641e-10 4.36228e-10
threshold=-0.24620999999999996 0.63556000000000001 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.089575000000000016 -0.073309999999999986 0.096010000000000012 -0.37971999999999995 -0.084344999999999989 -0.087129999999999985 -0.084564999999999987 0.068920000000000023 -0.26343999999999995 0.087370000000000017 0.089070000000000024 0.089775000000000008 0.08456000000000001 0.088035000000000016 0.083715000000000026 0.057835000000000004 -0.10142499999999997 -0.085409999999999986 -0.090674999999999992 0.085790000000000019 -0.0077149999999999988 0.087865000000000013 0.092390000000000014 0.086615000000000011 -0.08786999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 8 -2 11 -11 -10 13 -5 15 17 -17 19 -19 20 21 -15 -23 24 25 -24 28 -28 29 -25
right_child=1 -3 3 12 -6 6 -8 -9 9 10 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 22 23 26 -26 -27 27 -29 -30 -31
leaf_value=3.4702597758951018e-07 -4.8863555196562854e-07 -5.6502010086963608e-07 9.0600408925855024e-07 3.6380219116284883e-07 -6.1192929047747064e-07 -5.2298107212428235e-07 2.1065771623593071e-07 3.7415610241810431e-07 1.1321044044250257e-07 8.8849694585795595e-09 5.4596758383757506e-07 -4.4500411574079275e-07 -3.1108017310543802e-07 -4.2930290788945058e-07 2.8107604987718365e-07 2.662504269459359e-07 -5.5661757528469032e-07 -9.5030534978945983e-08 7.8434850294684119e-07 -4.2903589991099932e-07 5.8454157147519692e-07 3.8619788203622765e-07 6.9636085981983346e-07 4.4096808577168391e-07 -8.9333611286561294e-07 -6.5458561830193207e-07 4.7862498696397735e-07 4.0536696143503935e-08 -4.0995542635953275e-07 -6.4734163916507597e-09
leaf_weight=20 21 21 21 33 28 27 21 28 23 28 22 21 20 24 29 21 30 20 20 31 23 27 26 22 22 24 34 137 23 2274
leaf_count=20 21 21 21 33 28 27 21 28 23 28 22 21 20 24 29 21 30 20 20 31 23 27 26 22 22 24 34 137 23 2274
internal_value=0 -2.23577e-09 1.6014e-09 9.09792e-09 -9.63327e-08 -2.07478e-08 -2.02014e-07 4.00968e-08 -4.12394e-08 5.87108e-08 2.45201e-07 -1.5321e-07 2.46587e-09 4.6896e-09 4.37459e-10 -2.51342e-09 -2.1779e-07 1.54239e-09 3.44659e-07 -3.60371e-09 1.39947e-09 -3.73343e-09 2.11598e-10 -3.85617e-09 -2.39695e-07 4.79066e-08 2.96327e-09 1.27642e-07 -6.23037e-09 -2.18608e-09
internal_weight=0 3101 3080 2861 219 191 48 143 115 94 50 44 2840 2820 2787 2758 51 2707 40 2667 2636 2613 2589 2562 72 50 2490 171 2319 2296
internal_count=3121 3101 3080 2861 219 191 48 143 115 94 50 44 2840 2820 2787 2758 51 2707 40 2667 2636 2613 2589 2562 72 50 2490 171 2319 2296
is_linear=0
shrinkage=0.1


Tree=8836
num_leaves=31
num_cat=0
split_feature=131 1209 1208 376 47 2 1 47 3 484 484 42 2 4 43 43 132 1203 1185 50 50 12 15 474 157 471 16 475 475 13
split_gain=2.07958e-10 3.31503e-10 4.29156e-10 2.98886e-10 3.11608e-10 1.82145e-09 6.66894e-10 6.53083e-10 3.65325e-10 6.2116e-10 4.81902e-10 6.08384e-10 7.07412e-10 7.9885e-10 4.16349e-10 4.98103e-10 3.06159e-10 6.87495e-09 2.98157e-09 9.53373e-10 3.22795e-10 1.67029e-09 1.81062e-09 5.94027e-10 4.09584e-10 7.1012e-10 4.0923e-10 1.20981e-09 4.86672e-10 9.47406e-10
threshold=0.13767000000000004 0.14268500000000003 0.11253500000000001 0.14680500000000005 0.092165000000000011 -1.0000000180025095e-35 0.13869000000000004 0.090100000000000013 -0.078084999999999988 -0.075319999999999984 -0.073334999999999984 0.094165000000000013 0.10402500000000002 0.057560000000000007 -0.011244999999999998 -0.085254999999999984 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.087730000000000016 -0.099524999999999988 0.089625000000000024 -0.066844999999999988 -0.45463999999999999 0.23903500000000003 0.094575000000000006 0.62925500000000012 0.10701500000000001 0.016915000000000003 -0.069964999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 8 16 9 -7 -10 12 13 -12 15 -11 17 19 -18 -1 21 -20 -23 -22 25 26 27 28 -25 -30
right_child=-2 -3 -4 -5 5 6 -8 -9 10 14 11 -13 -14 -15 -16 -17 18 -19 20 -21 23 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=1.1250295477560168e-08 -2.7632806660133411e-07 4.082155805917865e-07 -4.6194925857889761e-07 3.8810151295365361e-07 -1.0166307248482554e-06 -5.0222438550272568e-07 -5.496276308438452e-07 5.6688857676639211e-07 5.3860783232859992e-07 -1.2721587864223515e-07 9.2085125114702843e-08 -3.3596830011362045e-07 -1.5881605101788831e-07 8.6543479627917732e-07 -3.666207127796794e-07 3.7199054077063924e-07 -1.2182710179331481e-06 1.8825593014071273e-06 -3.6366738320545913e-07 -7.0936513880258733e-07 -5.4196611671386568e-07 1.1184123077664818e-06 -3.969107806538146e-08 1.0154202920085811e-08 4.0794107178498964e-07 -5.5189414317045828e-07 -4.1322099031790653e-07 7.8506490936547395e-07 1.3160333592411786e-07 -8.3008706184273253e-07
leaf_weight=146 27 20 20 20 20 31 23 21 23 41 34 32 39 22 23 39 20 20 33 21 20 27 27 2240 25 23 23 20 21 20
leaf_count=146 27 20 20 20 20 31 23 21 23 41 34 32 39 22 23 39 20 20 33 21 20 27 27 2240 25 23 23 20 21 20
internal_value=0 2.40738e-09 -2.32882e-10 2.7908e-09 2.50849e-10 -9.19568e-08 -3.17175e-08 1.13893e-08 1.0226e-08 -1.09772e-07 1.17424e-07 4.11468e-08 1.68175e-07 3.95901e-07 8.3447e-09 1.16147e-07 7.04627e-09 1.30466e-07 -2.18918e-09 -7.9366e-08 7.62188e-09 1.96833e-07 5.39361e-07 7.40049e-10 5.31599e-09 1.02727e-09 6.49938e-09 1.06948e-08 3.90502e-09 -3.37514e-07
internal_weight=0 3094 3074 3054 3034 327 307 2707 284 134 150 127 95 56 103 80 2686 187 2499 167 2479 87 54 2392 2372 2347 2324 2301 2281 41
internal_count=3121 3094 3074 3054 3034 327 307 2707 284 134 150 127 95 56 103 80 2686 187 2499 167 2479 87 54 2392 2372 2347 2324 2301 2281 41
is_linear=0
shrinkage=0.1


Tree=8837
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 1420 11 12 52 157 11 156 157 475 133 157 157 15 157 1453 1445 1451 1456 3 13 1456 15 1455 1447 11 11
split_gain=2.28342e-10 1.78789e-09 1.06588e-09 1.98348e-10 4.61584e-10 3.57511e-10 1.08231e-09 2.08441e-09 9.88308e-10 8.39655e-10 3.77832e-10 4.17766e-10 1.54251e-09 1.13466e-09 9.24156e-10 1.28706e-09 6.07173e-10 4.5617e-10 6.04604e-10 1.0495e-09 6.39363e-10 6.0925e-10 1.43068e-09 9.8837e-10 9.731e-10 2.18626e-09 1.15247e-09 5.86102e-10 5.26391e-10 6.04934e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.12521000000000002 -0.086589999999999986 0.088215000000000002 0.10149500000000002 -0.54663499999999987 -0.49695999999999996 0.099410000000000012 -0.092624999999999985 -0.087624999999999981 -0.0056899999999999997 0.084990000000000024 -0.086989999999999984 -0.086079999999999976 -0.076244999999999993 -0.084764999999999993 0.088260000000000019 0.077020000000000019 0.078040000000000012 -0.091834999999999986 -0.082794999999999994 -0.077799999999999994 -0.079429999999999987 -0.067579999999999987 -0.072959999999999983 0.059120000000000013 0.086595000000000019 0.081365000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 8 7 -7 -6 -8 -10 12 -12 16 -13 -16 -14 -17 19 20 21 22 -19 -24 25 -23 -26 28 29 -28
right_child=1 3 -4 -5 5 6 9 -9 10 -11 11 14 13 -15 15 17 -18 18 -20 -21 -22 24 23 -25 26 -27 27 -29 -30 -31
leaf_value=-1.4502760211540197e-08 9.2683529016669912e-07 -4.8014606704782644e-07 -6.7451298527540106e-07 3.1459697822810996e-07 -6.3083640088734692e-07 1.1155321455244459e-06 -6.2385603422669761e-07 -1.6528998140567336e-07 -3.5820998260172428e-07 1.8991803401036124e-07 8.5166689837445095e-07 -6.8040077479736286e-07 4.9892760900505095e-07 -6.3380371664514064e-07 7.8166471526163247e-07 -4.685805518669267e-07 -1.664522199481174e-07 9.8606731821096859e-07 4.0630094682272656e-07 -7.1041322899288527e-07 -4.8439900031856575e-07 1.876969531622308e-07 -3.5072075184695182e-07 5.3780706320507997e-07 7.447461917936813e-07 -9.3001895265842912e-07 -4.0107948627449295e-09 4.9206385025849885e-07 5.0598101097421023e-07 -5.1953663397279857e-07
leaf_weight=194 21 20 28 20 25 27 21 24 29 32 27 20 32 22 21 21 24 21 36 21 27 35 31 21 21 35 2198 24 20 23
leaf_count=194 21 20 28 20 25 27 21 24 29 32 27 20 32 22 21 21 24 21 36 21 27 35 31 21 21 35 2198 24 20 23
internal_value=0 7.48264e-09 -9.77473e-08 7.74364e-10 -1.42174e-09 1.95194e-09 1.83931e-07 5.12792e-07 -4.97045e-09 -1.32521e-07 8.05353e-10 4.69022e-09 2.00211e-07 -2.5293e-08 -3.28247e-09 2.01787e-09 2.13765e-07 -4.44329e-09 -5.6471e-10 -6.47798e-09 -4.58987e-10 4.92034e-09 2.89439e-07 8.10779e-09 -3.89538e-09 -3.71161e-07 7.35072e-09 5.13944e-10 -4.75031e-09 -9.34942e-09
internal_weight=0 2899 222 2878 2858 2838 104 51 2734 53 2709 2680 105 78 2575 2555 56 2534 2513 2477 2456 2429 73 52 2356 70 2286 2265 2241 2221
internal_count=3121 2899 222 2878 2858 2838 104 51 2734 53 2709 2680 105 78 2575 2555 56 2534 2513 2477 2456 2429 73 52 2356 70 2286 2265 2241 2221
is_linear=0
shrinkage=0.1


Tree=8838
num_leaves=31
num_cat=0
split_feature=1455 12 12 1455 483 1 159 121 42 42 154 157 1420 15 52 1 155 3 155 483 159 3 0 48 1426 483 483 33 480 2
split_gain=2.14227e-10 1.0135e-09 8.20532e-10 6.4161e-10 2.34638e-10 8.96237e-10 7.31285e-10 6.9143e-10 5.8223e-10 9.46686e-10 3.40947e-10 7.88526e-10 3.83676e-10 7.09104e-10 3.85598e-10 2.03225e-09 2.53765e-09 8.34872e-10 6.71563e-10 3.51005e-10 9.91236e-10 9.5546e-10 1.13812e-09 1.04994e-09 9.07923e-10 1.18543e-09 5.10824e-10 3.78018e-10 3.38338e-10 3.97161e-09
threshold=-0.097209999999999977 0.089150000000000021 0.08598500000000002 -0.089344999999999994 0.10143000000000001 0.16540500000000002 1.0000000180025095e-35 -0.11996 0.096610000000000015 0.089245000000000005 0.084190000000000001 0.63604500000000008 -0.08341999999999998 -0.085834999999999981 -0.55061999999999989 0.10672000000000002 0.11562500000000002 -0.085709999999999995 0.11854500000000001 0.087175000000000016 -0.092414999999999983 -0.079379999999999992 -0.090644999999999989 1.0000000180025095e-35 -0.021179999999999997 0.085510000000000017 0.09549500000000001 -0.018454999999999996 0.086995000000000017 0.092875000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 7 8 -5 9 -6 11 12 13 -9 15 16 17 -14 19 24 -21 22 -22 -24 -16 27 -23 -26 -29 -30
right_child=3 -3 -4 4 6 -7 -8 10 -10 -11 -12 -13 14 -15 18 -17 -18 -19 -20 20 21 26 23 -25 25 -27 -28 28 29 -31
leaf_value=-3.2530428727893326e-07 5.0828473712272171e-07 -7.3007994232780639e-07 5.6967905894822477e-07 -5.7162970839336987e-07 8.4899107167636465e-08 6.0141575283978461e-07 -6.7343264076736803e-07 -1.4848613318463323e-07 3.6242937621214619e-07 -6.8703039299104302e-07 3.9642930431682545e-07 -6.2445218190987367e-07 4.1901213575101796e-07 6.5038423781516042e-07 -5.9996990436535693e-07 6.5479924209264282e-07 -1.1535609917245894e-06 -4.2563909801174306e-07 5.3474340132216489e-07 4.7125124470167892e-07 -1.0923847856826218e-06 -1.884365469740876e-07 1.4487769552336735e-07 -7.9051120650319727e-07 4.4422073756322785e-07 7.1745292740862017e-07 4.503370112458816e-07 1.5178504345585681e-08 -6.1658312546342129e-07 7.7441863595595344e-07
leaf_weight=21 25 22 20 21 47 25 21 20 28 24 22 20 25 25 24 22 30 22 24 22 22 31 30 20 20 24 21 2348 65 30
leaf_count=21 25 22 20 21 47 25 21 20 28 24 22 20 25 25 24 22 30 22 24 22 22 31 30 20 20 24 21 2348 65 30
internal_value=0 -1.82533e-07 1.11273e-07 3.75944e-09 -3.99188e-10 5.24607e-09 -1.37438e-07 8.53198e-11 -2.37419e-08 -1.76035e-07 4.27298e-09 1.24049e-09 5.67017e-09 2.95331e-07 9.81418e-10 -1.92828e-07 -4.35008e-07 2.36435e-08 8.13814e-09 3.38145e-09 -1.47351e-07 -2.57103e-07 -4.93005e-07 -2.29278e-07 1.21457e-08 1.80527e-08 6.95297e-08 1.12376e-08 7.69291e-09 -1.77319e-07
internal_weight=0 63 41 3058 3033 2913 120 2888 99 71 2867 2845 2825 45 2780 99 77 47 2681 2657 146 124 72 50 2511 2487 52 2463 2443 95
internal_count=3121 63 41 3058 3033 2913 120 2888 99 71 2867 2845 2825 45 2780 99 77 47 2681 2657 146 124 72 50 2511 2487 52 2463 2443 95
is_linear=0
shrinkage=0.1


Tree=8839
num_leaves=31
num_cat=0
split_feature=1211 1212 1212 132 1211 50 1203 394 130 1 402 13 1210 16 1210 1208 403 15 1210 1213 401 12 12 52 43 4 2 2 2 3
split_gain=1.95811e-10 5.52284e-10 4.94217e-10 2.06276e-10 7.07519e-09 5.66255e-09 1.36424e-09 7.75923e-10 2.52402e-10 4.78175e-10 2.44569e-10 3.79711e-10 3.76827e-10 1.0418e-09 4.09555e-10 3.42692e-10 3.68001e-10 2.43124e-09 4.13351e-10 4.03834e-10 4.93376e-10 3.41884e-10 1.20975e-09 1.56028e-09 6.52342e-10 1.85432e-09 7.23629e-10 1.57627e-09 8.97276e-10 5.8045e-10
threshold=0.11191500000000001 0.11796000000000001 0.13613500000000003 -0.083284999999999984 0.10326000000000002 0.10450500000000001 0.089480000000000018 0.11233000000000001 -0.23123999999999997 0.16540500000000002 -0.45015499999999992 -0.0030199999999999997 0.0028200000000000005 -0.073849999999999985 0.15724500000000002 0.092250000000000013 -0.5335399999999999 0.087575000000000014 -0.3960249999999999 0.15253500000000003 -0.099524999999999988 0.10193000000000001 0.099815000000000015 -1.0000000180025095e-35 -0.03898999999999999 -0.064054999999999987 0.10327000000000001 0.09358000000000001 0.12437500000000001 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 7 6 -1 8 -5 10 11 -10 15 14 -14 16 17 -12 -18 20 -20 22 -22 -24 26 -26 27 -23 -28 -27
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 12 -13 13 -15 -16 -17 18 -19 19 -21 21 24 23 -25 25 29 28 -29 -30 -31
leaf_value=1.5863247945686313e-08 5.1054949058279168e-07 -4.0939436790462679e-07 2.548833741400358e-07 3.5209766764410237e-07 -1.8397936839521989e-06 1.6934530358980736e-06 -8.5520651680326412e-07 6.232204921730045e-07 -5.1511292069691363e-07 -4.4885506866876312e-07 -5.214206008339434e-07 7.3025543927195991e-08 2.440622346284727e-07 8.4164451720880615e-07 -3.6306160495769295e-07 -3.1342561653348512e-07 -4.5635326841875215e-07 9.2524024943521426e-07 -4.982049864565852e-07 4.4762822216881658e-07 -2.019005104750761e-09 6.8823407370170273e-08 5.1766134371670584e-08 -1.1823841180103047e-06 1.0742932971652408e-06 4.1704473703182055e-07 6.8489414629241837e-07 -8.633620465249036e-07 -6.6074653382313006e-08 -1.4147334816382737e-07
leaf_weight=178 28 21 24 20 21 20 20 20 23 24 21 21 25 20 20 35 20 26 20 20 2197 60 21 20 24 30 26 26 41 49
leaf_count=178 28 21 24 20 21 20 20 20 23 24 21 21 25 20 20 35 20 26 20 20 2197 60 21 20 24 30 26 26 41 49
internal_value=0 1.61853e-07 -5.51129e-08 -3.87472e-09 -1.1095e-08 8.98559e-08 -7.21236e-08 2.57634e-09 -1.87432e-09 -4.431e-09 -5.45323e-10 -2.3441e-07 3.2644e-09 2.41126e-07 -2.57706e-08 -2.60094e-09 1.58163e-09 2.7886e-07 -3.52098e-09 5.30712e-11 -3.50759e-09 4.5951e-10 -1.20627e-08 -5.50258e-07 1.09931e-07 3.04487e-07 -2.10446e-08 -2.13e-07 2.25346e-07 7.06221e-08
internal_weight=0 73 45 3048 2830 218 198 2809 2789 2769 2745 44 2701 65 45 2636 2601 47 2554 2534 2514 2494 2238 41 256 103 153 86 67 79
internal_count=3121 73 45 3048 2830 218 198 2809 2789 2769 2745 44 2701 65 45 2636 2601 47 2554 2534 2514 2494 2238 41 256 103 153 86 67 79
is_linear=0
shrinkage=0.1


Tree=8840
num_leaves=31
num_cat=0
split_feature=132 1185 1203 401 0 3 133 133 12 51 3 1212 4 43 402 1212 1208 1208 402 133 130 1 1213 1212 402 15 1213 1213 42 401
split_gain=2.31633e-10 1.33905e-09 6.62933e-10 2.27678e-10 8.19485e-10 1.18534e-09 5.38899e-10 5.16592e-10 2.14386e-10 2.49044e-10 2.72581e-10 2.12666e-10 4.136e-10 5.07031e-10 1.9627e-10 3.32837e-10 3.18925e-10 3.88416e-10 3.34215e-10 1.13538e-09 3.15555e-10 3.905e-10 2.69057e-10 3.31575e-09 2.95884e-09 1.39089e-09 3.8871e-09 2.76932e-09 1.51288e-09 8.28968e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.13200999999999999 -0.071924999999999989 -0.078084999999999988 0.51114000000000004 0.41892500000000005 0.11418000000000002 -1.0000000180025095e-35 -0.068334999999999993 0.055770000000000007 -0.068329999999999988 -0.008069999999999999 0.31278000000000006 0.14862 0.11332500000000002 0.10233500000000001 -0.10770499999999998 0.39371500000000009 -0.23123999999999997 0.16540500000000002 -0.085284999999999986 -0.089079999999999979 0.13294000000000003 0.085730000000000015 -0.090764999999999985 -0.088309999999999986 0.087195000000000009 0.10632500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 5 -3 7 14 9 -1 11 12 13 -11 15 16 17 18 -5 20 -20 22 24 -24 25 26 28 -27 -22 -25
right_child=1 3 -4 6 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 23 29 -26 27 -28 -29 -30 -31
leaf_value=3.4926625943398907e-07 8.031743185537857e-07 3.7379585783735917e-07 -5.5330207889677949e-07 3.2467772871680813e-07 6.2900011812416787e-07 -5.7627278711909946e-07 -3.770039766032004e-07 5.0854702294600439e-07 -2.4236025451384007e-07 -1.4101474635829028e-07 -3.5992051991906054e-07 2.9663156825658158e-07 -3.4155982594559952e-07 4.4561848649384329e-07 3.0301011325458867e-07 -4.1032474598523552e-07 -3.890577965020861e-07 3.7267020859742062e-07 3.9626957956784284e-07 -7.0511060046200051e-07 2.1630434411513812e-07 -4.0396958548664474e-07 -1.1536886092926581e-06 -2.5717847355467594e-09 1.2665402721268038e-06 4.8634076443386849e-08 1.3285477912177157e-06 -1.1532316117032119e-06 -8.684471194442267e-07 5.354399774134812e-07
leaf_weight=20 21 29 28 31 26 24 38 20 39 34 21 24 30 26 21 20 21 28 20 23 36 24 25 2299 20 73 25 26 20 29
leaf_count=20 21 29 28 31 26 24 38 20 39 34 21 24 30 26 21 20 21 28 20 23 36 24 25 2299 20 73 25 26 20 29
internal_value=0 7.54592e-09 -9.84395e-08 1.74044e-09 1.69159e-07 -5.64239e-08 -2.98484e-09 2.16284e-09 -3.27892e-08 1.99415e-08 -2.88473e-08 3.21398e-08 -3.83913e-08 1.13193e-07 -1.53205e-09 -3.8833e-09 -8.72618e-10 2.17027e-09 -1.74297e-09 -5.6052e-09 5.89878e-10 -2.48098e-09 1.2933e-09 -8.17127e-09 1.12644e-07 -1.55668e-08 2.91749e-07 -2.67007e-07 -1.71107e-07 4.13025e-09
internal_weight=0 2899 222 2878 79 53 2799 2761 194 155 135 114 90 60 2741 2720 2700 2679 2651 2620 2597 2577 2553 2353 200 180 81 99 56 2328
internal_count=3121 2899 222 2878 79 53 2799 2761 194 155 135 114 90 60 2741 2720 2700 2679 2651 2620 2597 2577 2553 2353 200 180 81 99 56 2328
is_linear=0
shrinkage=0.1


Tree=8841
num_leaves=31
num_cat=0
split_feature=401 1210 1209 1210 1208 1208 132 1185 15 1186 132 50 16 133 133 1209 1213 1210 15 1210 130 130 43 130 0 3 16 2 3 43
split_gain=2.47031e-10 2.77184e-10 2.40921e-10 3.96546e-10 2.44758e-10 3.03238e-10 2.21428e-10 1.08258e-09 6.43276e-10 3.72451e-10 2.77203e-10 2.96379e-10 2.62256e-10 7.05888e-10 2.4658e-10 2.19365e-10 8.42561e-10 4.14328e-10 7.01829e-10 4.24419e-10 2.80541e-10 1.1841e-09 1.17191e-09 1.48774e-09 1.48517e-09 8.24051e-10 4.78043e-10 5.04897e-10 6.6637e-10 3.40962e-10
threshold=0.13837000000000002 -0.38516499999999992 -0.092684999999999976 -0.12043 0.11846000000000001 0.10480500000000002 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.085749999999999979 0.09227500000000001 -0.095094999999999985 -0.14717499999999997 -0.015929999999999996 0.088060000000000013 -0.041999999999999989 -0.079504999999999978 0.084905000000000022 -0.064344999999999999 0.085870000000000016 0.0053350000000000003 -0.095589999999999994 0.09796500000000001 -0.069954999999999976 -0.095524999999999985 -0.008904999999999998 0.089005000000000015 -0.079979999999999982 0.16180500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 8 -8 9 10 11 12 -5 -14 -15 17 -17 18 -9 -19 21 29 23 25 26 -22 27 -24 -29 -21
right_child=-2 2 3 4 -6 -7 7 15 -10 -11 -12 -13 13 14 -16 16 -18 19 -20 20 22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=2.9058837994990897e-07 -3.4182130196400283e-07 3.2894752269963979e-07 -4.469816101959623e-07 -2.4412304159780214e-07 3.3997537067469763e-07 -3.9069604866881492e-07 7.2286314510468705e-07 8.4396925165657943e-08 -6.0998784819203555e-07 -4.3710430583403307e-07 3.1685309932072416e-07 -3.6482334924888473e-07 4.3329529352089786e-07 -3.2749409047616205e-07 8.8549100090468929e-08 -6.089677044426336e-08 6.8893700131411608e-07 4.3031016542480085e-07 -7.2382165723995835e-07 -1.0499488971404339e-08 4.137568512782485e-07 -6.6941069850077768e-07 2.7395507702694717e-07 -3.904159730320582e-08 -8.9224614317373609e-07 1.2370721801602259e-06 4.6470880696667587e-07 -6.3299640231662133e-07 1.3834885832931747e-07 1.9951924050687354e-07
leaf_weight=33 21 22 20 29 21 20 21 22 22 21 25 24 38 29 28 47 22 23 21 2292 31 27 27 48 20 20 22 24 21 80
leaf_count=33 21 22 20 29 21 20 21 22 22 21 25 24 38 29 28 47 22 23 21 2292 31 27 27 48 20 20 22 24 21 80
internal_value=0 2.31617e-09 -7.85548e-10 -3.16786e-09 -2.33551e-10 -2.61184e-09 -1.07414e-11 7.59885e-09 -9.75262e-08 -3.9412e-08 8.86281e-09 -4.31626e-08 1.90943e-08 9.94449e-08 -1.23122e-07 2.13086e-09 1.78181e-07 -2.40515e-09 -3.10314e-07 2.61956e-09 -1.14648e-09 -1.09118e-08 1.08839e-07 3.60545e-07 -1.09747e-07 7.36626e-07 5.67425e-08 -6.79139e-08 -2.73035e-07 -3.41623e-09
internal_weight=0 3100 3067 3045 3025 3004 2984 2768 216 194 173 148 124 95 57 2747 69 2678 43 2635 2612 2399 213 99 114 51 94 72 45 2372
internal_count=3121 3100 3067 3045 3025 3004 2984 2768 216 194 173 148 124 95 57 2747 69 2678 43 2635 2612 2399 213 99 114 51 94 72 45 2372
is_linear=0
shrinkage=0.1


Tree=8842
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 1212 1212 2 42 1212 3 131 1210 132 15 393 50 16 52 0 130 402 42 402 401 390 401 367 1 158 13
split_gain=2.33477e-10 3.40505e-10 2.51687e-10 3.89041e-10 3.10339e-10 6.06268e-10 3.77635e-09 5.47601e-09 2.72894e-09 1.7238e-09 2.45462e-10 4.15398e-10 3.08063e-10 7.01592e-09 3.59326e-09 1.1112e-09 2.99591e-10 2.73999e-10 3.13598e-10 3.44865e-10 2.67475e-10 1.81311e-09 1.21023e-09 7.61173e-10 8.51452e-10 5.21867e-10 2.60948e-10 3.25327e-10 5.1104e-10 5.40506e-10
threshold=0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.092684999999999976 -0.45912999999999998 -0.089544999999999986 0.084715000000000013 0.086375000000000021 -0.087464999999999987 -0.081459999999999991 0.13767000000000004 -0.094799999999999982 -0.083284999999999984 0.091915000000000011 0.12679500000000002 0.09227500000000001 0.67964000000000013 0.090645000000000017 -0.082084999999999977 0.087380000000000013 0.11174500000000002 0.088380000000000014 0.10686000000000002 0.09530000000000001 0.088375000000000023 0.089045000000000013 -1.0000000180025095e-35 0.12656000000000003 0.10490000000000001 0.061215000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 9 -8 -7 -6 11 -10 13 15 16 17 20 18 19 -13 22 -22 23 24 25 26 -14 -28 29 -29
right_child=-2 -3 -4 4 5 8 7 -9 10 -11 -12 12 14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=3.8728745590350839e-07 -3.4058069019238248e-07 3.6255825845133729e-07 -2.7553941587636171e-07 -3.1095897412569684e-07 -1.0863827611728995e-06 -1.1697077178496331e-06 -2.0439350291470957e-07 2.0267934489352643e-06 3.5786238659814749e-07 1.9636506129410753e-07 -3.1602158957847828e-07 -2.9649430018031083e-08 2.6791907743853804e-07 1.8982949646328963e-06 -1.3435014798801603e-06 -7.0807551158698816e-07 3.7821255633372987e-07 3.3300748623806462e-07 2.3530792394453646e-07 -4.9169706688445564e-07 4.1572948506737619e-07 -8.4109396757033525e-07 7.5930129160691912e-07 -4.8760909938661005e-07 6.5308456200341423e-07 4.1248120827693434e-07 3.6108358824590894e-10 -1.1044850164550391e-07 3.5086002213802204e-07 -5.862662240880517e-07
leaf_weight=26 20 26 33 32 20 20 22 22 33 22 24 84 34 20 20 24 21 24 33 20 22 24 21 32 20 30 2182 162 20 28
leaf_count=26 20 26 33 32 20 20 22 22 33 22 24 84 34 20 20 24 21 24 33 20 22 24 21 32 20 30 2182 162 20 28
internal_value=0 2.18955e-09 -8.57465e-10 2.12232e-09 -1.19807e-09 2.12376e-09 2.63781e-07 9.112e-07 -5.64109e-09 -4.14467e-07 2.44833e-09 5.12642e-09 1.00012e-09 1.19048e-07 -8.25061e-09 -7.33025e-08 2.03638e-09 2.1322e-08 -3.32798e-08 -1.18505e-07 -1.03146e-09 -2.40004e-07 3.31522e-09 -3.01481e-09 3.24812e-09 -2.04371e-09 -7.16974e-09 -1.10799e-08 -1.29957e-07 -1.80569e-07
internal_weight=0 3101 3075 3042 3016 2984 86 44 2898 42 2878 2854 2821 205 2616 185 2596 161 137 104 2575 46 2529 2508 2476 2456 2426 2392 210 190
internal_count=3121 3101 3075 3042 3016 2984 86 44 2898 42 2878 2854 2821 205 2616 185 2596 161 137 104 2575 46 2529 2508 2476 2456 2426 2392 210 190
is_linear=0
shrinkage=0.1


Tree=8843
num_leaves=31
num_cat=0
split_feature=401 1212 3 0 142 11 33 9 16 13 45 1429 156 12 0 12 1210 156 157 471 484 158 0 52 16 52 2 13 1 16
split_gain=2.41935e-10 2.62976e-10 1.73683e-09 1.02144e-09 2.22521e-10 4.68825e-10 6.32846e-10 2.86931e-10 9.68467e-09 3.28346e-09 2.34894e-10 4.49629e-10 5.32968e-10 2.79869e-10 1.16853e-09 6.04542e-10 6.78007e-10 5.40861e-10 8.26664e-10 4.74373e-10 4.35294e-10 1.47253e-09 6.06505e-10 7.04127e-10 6.49851e-10 8.59375e-10 1.38344e-09 1.02053e-09 8.13372e-10 6.3934e-10
threshold=0.13837000000000002 0.12472500000000002 -0.077354999999999993 -0.075934999999999989 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.085555000000000006 -0.056919999999999991 -0.099939999999999987 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.098150000000000015 0.10455500000000001 0.098810000000000023 -0.061049999999999993 -0.14064999999999997 0.39282000000000006 0.09074500000000002 0.090535000000000018 0.083490000000000023 -0.071339999999999987 0.10160000000000001 -0.105305 0.089575000000000016 0.093320000000000014 0.056795000000000005 0.098220000000000016 -0.074929999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 -7 10 9 -9 11 -8 13 17 15 -15 -17 -13 19 -19 21 22 24 -24 28 27 -27 29 -18 -26
right_child=-2 2 -4 -5 5 6 7 8 -10 -11 -12 12 -14 14 -16 16 20 18 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=3.0148352531493098e-07 -3.3828420208963163e-07 -6.7616855631058576e-07 9.7048661586995885e-07 3.344929322679491e-07 -4.1150757153575664e-07 -5.0142295322075374e-07 -4.7666201680840458e-07 2.1175669779776876e-07 2.0225360088943489e-06 -1.5785724306738305e-06 2.3129691537977039e-07 -5.0886315776210718e-07 5.1355047844481308e-07 -5.6649135160569131e-07 -6.4108520259718289e-07 -5.0593301421031363e-07 6.6952096460681793e-07 3.3788767899320874e-09 6.3798321265483625e-07 4.6992866848747578e-07 -3.8802672861493195e-07 6.3922134158608462e-07 -9.5324889183824853e-09 5.0764698981672558e-07 -7.6901630937494966e-07 -1.2207005002551343e-06 -8.3502600930436849e-08 3.6165583418992628e-07 -1.8606950447974668e-07 -5.8916630019112404e-08
leaf_weight=24 21 20 20 20 28 25 20 21 20 20 43 20 20 20 34 25 20 2320 21 22 23 39 81 39 21 20 23 34 25 32
leaf_count=24 21 20 20 20 28 25 20 21 20 20 43 20 20 20 34 25 20 2320 21 22 23 39 81 39 21 20 23 34 25 32
internal_value=0 2.28495e-09 2.09604e-07 -1.70838e-07 -1.80686e-09 -4.22032e-09 -4.03702e-10 3.8236e-09 2.18462e-07 -6.61575e-07 -6.88094e-10 -4.1772e-09 -8.48671e-10 -4.49819e-09 -7.8161e-08 -3.05505e-08 -2.49076e-09 8.97936e-09 1.33623e-08 7.7615e-09 3.27643e-08 6.17409e-08 -1.46039e-08 1.58551e-07 -1.33339e-07 -2.46715e-07 -6.12432e-07 -6.59583e-08 1.94193e-07 -3.40277e-07
internal_weight=0 3100 60 40 3040 3016 2988 2963 61 41 2902 2859 2839 2819 436 402 382 2383 2363 2342 357 334 295 120 175 130 43 87 45 53
internal_count=3121 3100 60 40 3040 3016 2988 2963 61 41 2902 2859 2839 2819 436 402 382 2383 2363 2342 357 334 295 120 175 130 43 87 45 53
is_linear=0
shrinkage=0.1


Tree=8844
num_leaves=31
num_cat=0
split_feature=156 1429 156 1429 1429 132 1186 1185 15 0 12 3 2 403 403 403 1210 1212 15 1211 1212 1212 394 390 2 481 0 1447 1210 403
split_gain=2.22176e-10 2.74228e-10 1.24222e-09 2.99353e-10 3.8059e-10 2.15558e-10 6.1032e-09 3.35626e-09 8.39243e-10 3.40252e-10 3.12084e-10 3.71231e-10 3.3828e-10 2.15997e-10 5.47679e-10 5.80038e-10 3.45624e-10 3.19724e-10 7.9194e-10 1.56498e-09 3.66152e-10 3.12147e-10 6.30645e-10 3.93281e-10 2.90872e-10 1.4898e-09 1.80034e-09 1.44258e-09 1.24658e-09 2.51804e-09
threshold=0.3248100000000001 -0.10379499999999998 0.09747500000000002 -0.08262499999999999 -0.060529999999999994 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.092400000000000024 -0.09515499999999999 0.11418000000000002 -0.080104999999999996 0.084245000000000014 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 -0.3960249999999999 0.10761500000000002 0.091475000000000015 0.11671000000000002 0.11930500000000001 0.10083000000000002 -0.12099999999999998 0.090205000000000007 0.084885000000000002 -0.085749999999999979 -0.085754999999999984 0.059120000000000013 -0.079004999999999978 -0.090774999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 8 -7 9 -6 11 12 -11 -9 -15 -16 -17 21 20 -20 -19 22 -18 24 25 26 -24 28 29 -26
right_child=-2 3 -4 4 5 7 -8 13 -10 10 -12 -13 -14 14 15 16 17 18 19 -21 -22 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-2.1113923972612052e-07 -3.0966190499147282e-07 -3.2683098376245267e-07 8.3713871219970308e-07 3.248570332440674e-07 2.6728590880351376e-07 -1.2399510369091745e-06 1.6722906803000694e-06 2.5441845747998359e-07 -6.2623232298619768e-07 -4.0241378240597651e-07 -3.9764901794114852e-07 3.5074358286163696e-07 3.1673789096501053e-08 -4.6886250174793528e-07 5.3788666150467183e-07 -3.8863548406484566e-07 4.1882603109602961e-07 1.4344473345859331e-07 1.0121850850737247e-06 -7.6351804117231436e-08 -4.5441285237757264e-07 -3.810211446555265e-07 1.3652243836759227e-07 -4.3954982718982394e-07 2.1761157256605659e-07 7.6370745600450318e-08 -1.1891755710686476e-06 6.705516041400753e-07 -2.7034375096313181e-08 -1.3502165961383417e-06
leaf_weight=26 23 28 20 36 36 22 22 33 25 26 25 23 58 25 20 23 35 21 25 28 20 22 20 21 20 759 21 29 1608 21
leaf_count=26 23 28 20 36 36 22 22 33 25 26 25 23 58 25 20 23 35 21 25 28 20 22 20 21 20 759 21 29 1608 21
internal_value=0 2.29199e-09 2.44634e-07 -1.36061e-09 1.65301e-09 -2.24102e-09 9.4219e-08 -9.71988e-09 -8.56649e-08 -5.22327e-09 -7.9544e-08 -5.22034e-09 -1.02687e-07 1.18388e-10 -2.96914e-09 1.3559e-09 -2.65855e-09 6.91442e-10 1.81818e-07 4.37109e-07 -1.48193e-07 -5.96969e-09 -2.71353e-09 -8.61744e-09 -4.96547e-09 4.46539e-08 -5.42494e-07 -2.86219e-08 -4.09179e-08 -5.85422e-07
internal_weight=0 3098 46 3052 3024 2988 215 2773 193 168 132 107 84 2751 2718 2693 2673 2650 94 53 41 2556 2534 2499 2478 800 41 1678 1649 41
internal_count=3121 3098 46 3052 3024 2988 215 2773 193 168 132 107 84 2751 2718 2693 2673 2650 94 53 41 2556 2534 2499 2478 800 41 1678 1649 41
is_linear=0
shrinkage=0.1


Tree=8845
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 403 401 1212 1212 402 403 401 391 3 391 1209 1212 42 0 401 0 133 15 132 1203 1211 132 50 12 130 3
split_gain=2.11081e-10 2.7723e-10 2.11309e-10 3.72736e-10 2.31754e-09 2.91232e-10 3.22286e-10 3.06042e-10 3.34713e-09 2.67003e-09 3.45186e-10 8.81805e-10 8.21775e-10 4.49855e-10 3.53307e-10 4.08576e-10 3.02065e-10 3.57508e-10 2.83083e-10 1.04333e-09 3.04525e-10 7.34468e-10 2.80589e-10 6.46711e-09 5.86568e-09 8.91448e-10 6.83347e-10 3.01913e-10 4.99119e-10 2.42669e-10
threshold=0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.087714999999999987 -0.0047449999999999992 0.13522500000000001 0.14560000000000003 -0.089544999999999986 0.12006000000000001 1.0000000180025095e-35 0.10711000000000001 -0.088134999999999977 -0.079379999999999992 -0.077824999999999991 -0.065739999999999979 -0.063924999999999996 -0.010544999999999997 -0.086284999999999987 -1.0000000180025095e-35 -0.073574999999999988 0.50628500000000021 -0.049819999999999996 -0.083284999999999984 0.089165000000000008 0.11048500000000001 -0.037359999999999997 0.097510000000000013 0.10911500000000002 0.11417500000000001 -0.082234999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 10 -5 11 -9 -12 -13 -15 -16 -11 -18 19 -17 22 -22 23 26 25 -24 27 28 -20 -27
right_child=-2 -3 -4 5 -6 -7 -8 8 -10 16 12 13 -14 14 15 18 17 -19 20 -21 21 -23 24 -25 -26 29 -28 -29 -30 -31
leaf_value=1.0167717546623448e-06 -3.2381749548449079e-07 3.2726466765954969e-07 -2.5233692404278618e-07 1.2044501062291602e-06 -4.3472857850123212e-07 -3.3538884626803059e-07 3.8207972465897913e-07 -6.6450488944269637e-07 -1.2369013230862824e-06 -3.9080180158634903e-07 7.4815086080093353e-07 4.5228865236491737e-07 -1.4751041189377986e-07 -3.2206751424222173e-07 3.9681352002564665e-07 1.1720487780816517e-07 3.0529646284936397e-07 -1.8536271079138907e-07 8.9536245294893691e-09 -7.6161948889819089e-07 -1.8433609841936448e-07 6.1079568179313639e-07 6.123070079411264e-07 1.8151240412578318e-06 -1.5042832383362392e-06 3.6309252953342033e-08 -6.3770836050025543e-07 2.683608821977638e-07 -5.4170771917938515e-07 -2.8557902393379543e-08
leaf_weight=22 20 26 33 20 22 26 22 20 22 23 20 22 21 34 26 35 27 33 93 22 21 26 24 20 26 1023 20 30 20 1322
leaf_count=22 20 26 33 20 22 26 22 20 22 23 20 22 21 34 26 35 27 33 93 22 21 26 24 20 26 1023 20 30 20 1322
internal_value=0 2.09874e-09 -6.50629e-10 2.0797e-09 2.91022e-07 -2.16095e-09 7.54238e-10 -2.08955e-09 -8.21593e-09 1.67249e-07 1.35259e-09 -2.88945e-09 2.89398e-07 1.89793e-09 -1.71571e-09 2.30643e-09 -8.26796e-08 3.54339e-08 -1.51802e-09 -2.2199e-07 3.26938e-09 2.55524e-07 -1.32952e-09 1.1802e-07 -1.04489e-08 5.94605e-09 -9.02135e-08 -1.36408e-08 -8.85086e-08 -2.59779e-10
internal_weight=0 3101 3075 3042 44 2998 2972 2950 2847 103 2825 2784 41 2764 2742 2708 83 60 2682 57 2625 47 2578 183 2395 2369 163 143 113 2345
internal_count=3121 3101 3075 3042 44 2998 2972 2950 2847 103 2825 2784 41 2764 2742 2708 83 60 2682 57 2625 47 2578 183 2395 2369 163 143 113 2345
is_linear=0
shrinkage=0.1


Tree=8846
num_leaves=31
num_cat=0
split_feature=1211 16 1211 1203 132 4 1186 401 401 3 16 1213 16 12 472 52 3 157 2 13 3 4 475 129 1185 157 160 49 474 151
split_gain=2.42769e-10 7.07909e-10 9.93999e-10 2.45907e-10 4.95442e-09 6.67885e-09 3.75711e-10 2.01586e-10 3.20382e-10 4.10831e-09 3.88259e-09 4.27522e-10 2.48198e-10 2.69085e-09 7.12344e-10 2.73603e-10 5.33418e-10 5.67707e-10 4.57624e-10 6.44004e-10 1.50268e-09 4.25119e-10 3.34877e-10 3.08936e-10 6.65793e-10 2.94485e-10 1.47544e-09 2.14774e-09 1.53106e-09 1.30926e-09
threshold=0.11191500000000001 -0.069894999999999985 0.11817500000000002 0.088820000000000024 -0.083284999999999984 -0.073934999999999987 -0.11456499999999999 0.13837000000000002 0.11444000000000001 -0.078724999999999976 -0.082039999999999988 0.24572000000000002 0.63636000000000015 0.090695000000000012 -0.15279499999999999 -0.52606999999999993 -0.079594999999999985 0.090460000000000013 0.086330000000000004 0.090705000000000008 -0.085709999999999995 -0.036839999999999991 0.051590000000000004 0.11234000000000001 0.092945000000000014 -0.087424999999999989 -0.082179999999999989 0.08610000000000001 0.085860000000000006 -0.55306499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 -1 8 11 -10 -11 12 14 -14 -8 16 17 18 -16 20 -20 -18 23 24 25 26 27 28 -17 -27
right_child=1 -3 -4 4 5 -7 7 -9 9 10 -12 -13 13 -15 15 22 21 -19 19 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=4.1176163563250161e-07 9.4616247793055673e-07 -2.3847064155164004e-07 1.6029450004377091e-08 8.7211438900188431e-07 -2.1927167507840296e-06 3.0593835144481607e-07 5.5552399979443065e-07 -3.1942942200657855e-07 -8.2043939132840174e-07 1.7766032962234542e-06 -1.702277577919631e-07 -4.6657120009285793e-07 4.431947180213077e-07 -1.0466791619282132e-06 -5.1532665960962729e-07 2.3351622203312182e-07 -8.0631377884263652e-08 -7.2734121644657537e-07 7.5496671693523855e-07 -4.6399650273087904e-07 -3.147444288217606e-07 5.0364922742573982e-07 2.6376798799372745e-07 3.0861234270318508e-07 -5.6478330702161436e-07 7.9344979656612167e-07 -7.9588846654553862e-07 9.4482030249309906e-07 -9.5116656805060996e-07 3.9821695470374395e-10
leaf_weight=22 20 26 27 27 20 23 23 20 24 21 20 20 27 22 25 24 33 20 24 23 29 20 49 32 21 21 27 20 20 2391
leaf_count=22 20 26 27 27 20 23 23 20 24 21 20 20 27 22 25 24 33 20 24 23 29 20 49 32 21 21 27 20 20 2391
internal_value=0 1.80217e-07 4.11831e-07 -4.3167e-09 -1.89581e-07 -8.56227e-07 3.80679e-11 -3.02618e-09 -8.70845e-10 2.1867e-07 8.2693e-07 -5.8413e-09 -2.60924e-09 -2.25728e-07 1.29255e-09 -3.29446e-09 -1.24702e-07 -2.40581e-07 -1.44193e-07 -2.21093e-08 1.69653e-07 1.39852e-07 4.81491e-09 -1.49373e-10 -4.06394e-09 6.40455e-10 -1.75951e-07 8.55854e-08 -3.04976e-07 7.30289e-09
internal_weight=0 73 47 3048 70 43 2978 2956 2936 65 41 2871 2851 49 2802 2779 174 121 101 76 53 53 2605 2556 2524 2503 91 64 44 2412
internal_count=3121 73 47 3048 70 43 2978 2956 2936 65 41 2871 2851 49 2802 2779 174 121 101 76 53 53 2605 2556 2524 2503 91 64 44 2412
is_linear=0
shrinkage=0.1


Tree=8847
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1211 13 1211 2 1211 133 43 43 52 1210 0 4 2 42 42 52 483 479 16 480 15 160 2 2 2 43 49
split_gain=2.88718e-10 1.4128e-09 1.24746e-09 1.97816e-10 5.85005e-10 5.58944e-10 7.11434e-10 2.2208e-10 2.07557e-10 3.6788e-10 1.10724e-09 1.93801e-09 1.06672e-09 7.29757e-10 2.59677e-09 7.86381e-10 6.0552e-10 5.66264e-10 2.93e-10 2.60314e-10 4.5094e-10 2.20682e-09 3.56721e-10 2.20761e-09 2.80207e-10 1.21464e-09 1.68708e-09 1.48866e-09 1.58068e-09 2.62196e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10326000000000002 -0.084319999999999992 0.11671000000000002 0.089525000000000007 0.091735000000000011 -0.42035499999999998 0.084740000000000024 0.055925000000000009 0.089575000000000016 0.258635 -0.074229999999999977 0.015030000000000002 0.10731 0.095565000000000011 0.091465000000000005 0.091275000000000009 -0.47181499999999993 0.10061500000000002 -0.040964999999999994 -0.080264999999999989 -0.010414999999999999 0.089015000000000011 0.08647500000000001 0.082275000000000015 0.11510000000000002 -0.095049999999999982 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 -5 -6 -7 8 18 10 12 -12 19 14 -11 -15 -17 -16 -3 -10 22 -22 23 -21 -24 26 -26 28 -27 -30
right_child=1 3 -4 4 5 6 -8 -9 9 13 11 -13 -14 15 17 16 -18 -19 -20 20 21 -23 24 -25 25 27 -28 -29 29 -31
leaf_value=-1.985415626451807e-08 8.2565983402240643e-07 3.3560248699073762e-07 -7.3387471997778324e-07 6.1045345949835233e-07 4.126108866903846e-07 -5.3866286643474612e-07 2.4390132850948291e-07 -3.3431319547361231e-07 3.0440624284113128e-07 -1.3205291974740941e-06 -7.0886034893254842e-08 1.1737806144909967e-06 -7.320236312580164e-07 4.4566404450700897e-07 2.6837419682124163e-07 -5.9681239553318237e-07 1.7201949162881649e-07 -4.1411985989725514e-07 -1.3126333108459677e-07 -4.1060660410349473e-07 3.7434341015796236e-07 -9.4152268450041174e-07 1.027664184993865e-08 1.0228165982490673e-06 -8.1031776732504049e-08 -9.391066327322863e-07 1.0306698834483541e-06 5.4895086426161768e-07 -4.2446572313815026e-07 7.1283086177013158e-07
leaf_weight=194 21 41 28 21 23 26 21 20 28 21 29 22 20 31 31 21 20 20 20 22 25 26 2132 21 43 35 20 21 92 26
leaf_count=194 21 41 28 21 23 26 21 20 28 21 29 22 20 31 31 21 20 20 20 22 25 26 2132 21 43 35 20 21 92 26
internal_value=0 8.41611e-09 -1.09911e-07 2.4529e-09 1.47541e-07 8.66777e-09 -1.89007e-07 -2.28447e-09 1.15447e-10 -3.99667e-09 4.74473e-09 4.66029e-07 -4.62424e-09 -1.59521e-07 -3.84638e-07 6.5596e-08 -2.21772e-07 7.29469e-10 1.82532e-07 1.21598e-09 -2.23077e-09 -2.9649e-07 3.99114e-09 2.89437e-07 -1.19003e-09 -1.04342e-07 2.71889e-07 -2.40563e-07 -3.48928e-07 -1.73875e-07
internal_weight=0 2899 222 2878 91 70 47 2787 2767 2706 2562 51 2511 144 72 72 41 51 61 2491 2463 51 2412 43 2369 237 63 174 153 118
internal_count=3121 2899 222 2878 91 70 47 2787 2767 2706 2562 51 2511 144 72 72 41 51 61 2491 2463 51 2412 43 2369 237 63 174 153 118
is_linear=0
shrinkage=0.1


Tree=8848
num_leaves=31
num_cat=0
split_feature=132 1203 399 393 1 394 1176 394 13 40 42 13 130 130 43 128 129 1212 403 130 448 1348 130 130 130 15 130 1213 1213 401
split_gain=2.34399e-10 1.39285e-09 1.01456e-09 2.63732e-10 8.17114e-10 2.31119e-10 3.70513e-10 3.87894e-10 2.75219e-10 2.02855e-09 8.70962e-10 7.56637e-10 4.40551e-10 8.66547e-10 6.436e-10 4.74583e-10 7.89101e-10 4.27445e-10 2.12461e-09 3.82348e-10 3.19166e-10 3.22924e-10 3.24831e-10 6.42407e-10 7.71354e-10 1.14344e-09 6.50537e-10 4.37045e-10 3.48955e-09 3.76712e-09
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.088255000000000014 0.088975000000000012 -0.12099999999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.24813000000000004 -0.24452499999999996 -0.12099999999999998 0.23074000000000003 0.10034000000000003 0.097445000000000018 -0.052894999999999991 0.10773500000000001 0.10532000000000001 0.12472500000000002 -0.028309999999999998 -0.026574999999999998 0.030280000000000001 0.091105000000000005 0.091705000000000023 0.089120000000000019 0.085235000000000019 -0.068899999999999975 0.0053350000000000003 -0.088064999999999991 -0.085284999999999986 0.10997500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 7 8 9 -7 -10 12 13 15 -14 16 17 19 -19 -11 21 22 23 24 26 -26 27 -21 -29 -30
right_child=2 -3 -4 4 -6 6 -8 -9 10 11 -12 -13 14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-1.9372588964298463e-08 2.9616661718305467e-07 -8.9543745232845148e-07 5.2080529007531899e-07 9.9136191794253358e-08 -6.7261145315826627e-07 1.0107430659900273e-06 -3.5975500907170503e-07 3.6347241608799173e-07 1.1017515741211053e-07 3.0601019831877355e-07 -5.5495127851047855e-07 -6.1292745726859718e-07 6.191441240588347e-07 -6.263127453755922e-07 -7.8922446618889811e-08 4.7742188926457907e-07 -5.9621924354370434e-07 -2.830567995358381e-07 1.0301541201649591e-06 -1.7770529476104483e-07 -3.6857234029241683e-07 3.4180117364923251e-07 2.839774580072691e-07 -5.1495481898200526e-07 -1.2066400720620797e-07 8.7742156817209131e-07 -5.3143797676587683e-07 1.0083779453479485e-06 7.5479463208727983e-10 -1.3455562854655259e-06
leaf_weight=196 27 20 38 34 23 20 28 30 45 40 35 20 28 22 25 21 22 28 22 142 24 27 38 25 22 24 24 34 2016 21
leaf_count=196 27 20 38 34 23 20 28 30 45 40 35 20 28 22 25 21 22 28 22 142 24 27 38 25 22 24 24 34 2016 21
internal_value=0 -1.0049e-07 7.48564e-09 6.81962e-10 -2.12271e-07 5.00164e-09 2.17683e-09 5.85527e-09 1.9182e-09 7.44518e-09 -1.80818e-07 -1.98995e-10 4.50525e-09 -1.42115e-09 2.89867e-07 4.01269e-09 5.03123e-11 5.32491e-09 2.94756e-07 -6.13354e-10 -5.73014e-09 -2.06044e-09 -6.01792e-09 -1.07925e-08 -5.27171e-09 4.00076e-07 -1.3607e-08 -7.99111e-09 3.6455e-09 -1.31247e-08
internal_weight=0 216 2905 2867 57 2810 2783 2755 2725 2645 80 2625 2605 2552 53 2530 2509 2487 50 2437 2397 2373 2346 2308 2283 46 2237 2213 2071 2037
internal_count=3121 216 2905 2867 57 2810 2783 2755 2725 2645 80 2625 2605 2552 53 2530 2509 2487 50 2437 2397 2373 2346 2308 2283 46 2237 2213 2071 2037
is_linear=0
shrinkage=0.1


Tree=8849
num_leaves=31
num_cat=0
split_feature=130 121 33 9 3 47 9 47 47 148 447 131 47 40 1453 51 132 3 47 3 131 2 4 3 132 1 1185 1203 13 51
split_gain=2.09314e-10 5.90595e-10 2.99817e-10 2.78013e-10 9.90878e-10 2.94286e-10 4.61401e-09 2.87841e-09 7.53828e-10 4.21344e-10 5.17639e-10 3.38354e-10 3.17244e-10 3.17911e-10 2.98059e-10 6.95595e-10 3.32389e-10 3.54619e-10 5.46489e-10 4.12733e-10 6.9724e-10 5.81017e-10 6.76039e-10 3.61645e-10 2.68567e-10 6.72622e-09 3.07111e-09 1.60661e-09 3.61938e-10 3.00346e-10
threshold=-0.23647499999999996 -0.088279999999999983 -0.044254999999999996 0.091600000000000015 -0.13309499999999996 0.094160000000000008 0.084755000000000011 0.096475000000000019 0.091340000000000018 -0.10069499999999999 0.094580000000000011 0.13767000000000004 0.089640000000000011 0.12493000000000001 -1.0000000180025095e-35 -0.41904999999999998 0.078465000000000021 -0.085274999999999976 0.10670500000000001 -0.049509999999999992 0.089005000000000015 0.11704500000000001 0.08184000000000001 -0.061964999999999992 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.085960000000000023 0.056795000000000005 0.094075000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 8 -7 9 -4 11 12 13 24 -9 -16 17 -17 23 20 -20 -21 -23 -19 25 27 -26 28 -11 -28
right_child=1 2 3 4 -6 7 -8 14 -10 10 -12 -13 -14 -15 15 16 -18 18 19 21 -22 22 -24 -25 26 -27 29 -29 -30 -31
leaf_value=-3.2246071754116204e-07 4.8616779713483999e-07 3.7471103106716853e-07 4.0464149878971516e-07 2.8179466692212043e-07 -5.9572303272151683e-07 1.2520526058779071e-06 -1.4533699333634849e-06 3.8474967254842342e-07 5.9756256567717568e-07 -4.9371810782849528e-08 -4.607034707078129e-07 -3.8533058866209028e-07 -3.8715647103041806e-07 -3.9401247420300933e-07 -5.6813687587280239e-07 -2.4787356075843071e-07 3.8487948685883569e-07 5.6252146956420141e-07 -6.8598008278572908e-07 4.2830794996007174e-07 7.6937763424211885e-08 2.4600006230704586e-07 -5.207202093515662e-07 5.394755109793753e-08 -1.2367268686830357e-06 1.6470529126308974e-06 -4.4148772704449243e-09 -8.5372249435522459e-07 4.1214611258055815e-07 1.1370439105225692e-07
leaf_weight=20 25 21 25 22 31 20 22 20 21 113 25 23 21 20 21 48 24 29 23 30 25 23 23 27 20 25 2089 25 20 240
leaf_count=20 25 21 25 22 31 20 22 20 21 113 25 23 21 20 21 48 24 29 23 30 25 23 23 27 20 25 2089 25 20 240
internal_value=0 2.08798e-09 -1.84635e-09 -4.4348e-09 -2.3147e-07 -4.26507e-10 -1.11086e-08 9.13439e-08 7.88576e-10 -3.94773e-09 -7.84499e-09 -3.48387e-09 -7.05517e-11 3.11472e-09 1.21146e-08 -1.51847e-08 3.08947e-08 -6.36687e-09 5.80349e-08 -5.90599e-08 -2.88627e-07 8.59299e-08 -1.3736e-07 3.17316e-07 6.25158e-09 1.22935e-07 -2.83872e-09 -1.18222e-07 2.00294e-08 7.75714e-09
internal_weight=0 3101 3076 3055 53 3002 2689 313 2667 2646 2621 2596 2573 2552 293 273 252 228 180 124 48 76 46 56 2532 183 2349 158 133 2329
internal_count=3121 3101 3076 3055 53 3002 2689 313 2667 2646 2621 2596 2573 2552 293 273 252 228 180 124 48 76 46 56 2532 183 2349 158 133 2329
is_linear=0
shrinkage=0.1


Tree=8850
num_leaves=31
num_cat=0
split_feature=132 1185 1203 3 1204 1186 1183 129 1212 1212 158 159 403 3 42 128 4 1213 1213 1213 1210 402 2 394 394 133 1212 42 42 1213
split_gain=2.43365e-10 1.18982e-09 1.0412e-09 2.1325e-10 2.13247e-10 2.15542e-10 2.8261e-10 2.36215e-10 3.27226e-10 1.62357e-09 1.23173e-09 1.38629e-09 6.66344e-10 1.18671e-09 1.45731e-09 5.41906e-10 9.91363e-10 4.51705e-10 4.91203e-09 3.03295e-09 1.17289e-09 4.67172e-10 4.20063e-09 9.31875e-10 6.70883e-10 3.46732e-10 1.0927e-09 7.77029e-10 6.10087e-10 3.01893e-10
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.092644999999999991 -0.081664999999999988 -0.091099999999999987 -0.073809999999999973 0.11091000000000001 0.087505000000000013 0.086680000000000021 0.10874500000000002 -0.017094999999999996 -0.036149999999999995 -0.078084999999999988 0.087885000000000019 0.082695000000000005 -0.082349999999999993 -0.085049999999999987 -0.090764999999999985 -0.069964999999999986 -0.076234999999999983 0.10668000000000001 0.083715000000000026 -0.10499499999999999 -0.086374999999999993 -0.13941499999999998 -0.094469999999999985 0.089810000000000015 -0.010544999999999997 0.10336000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -6 -7 8 9 17 11 -10 13 14 15 16 -13 18 20 -19 -8 23 -23 -21 -25 26 -22 28 -27 -26
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leaf_value=-2.9898608602252355e-07 7.4023991849323722e-07 2.0886332442981312e-07 -7.8971262134075466e-07 8.5251587018533705e-09 -3.133367584950975e-07 3.2905613424488301e-07 -7.818665774550483e-07 -2.8125836593062559e-07 -7.5138412700681558e-07 -9.06569587186823e-07 8.1098458873216463e-07 -5.4738717804999253e-07 4.9781495791098432e-07 -4.5815727205351594e-07 9.4474862594649635e-07 4.4802730513993084e-07 3.0525553654570106e-07 -1.2391152943536099e-06 1.4787837892290177e-06 -6.5703763218814206e-07 -1.9769201050285514e-07 1.1755481447532172e-06 -5.7259791625645975e-07 4.9243831409950404e-07 -3.5420762455649788e-09 -1.9646629761444442e-07 8.1296823566390237e-07 -5.2095983087077427e-07 5.5707844341311234e-07 -2.5451517920336468e-07
leaf_weight=26 22 49 20 170 22 26 20 30 20 20 23 30 38 37 21 20 25 20 24 22 23 27 28 27 2193 22 20 26 21 49
leaf_count=26 22 49 20 170 22 26 20 30 20 20 23 30 38 37 21 20 25 20 24 22 23 27 28 27 2193 22 20 26 21 49
internal_value=0 7.62022e-09 -1.02401e-07 -3.22671e-08 2.02965e-09 -1.54652e-09 8.92807e-10 -2.16974e-09 8.68238e-10 -9.12954e-09 1.19627e-07 3.63744e-08 1.2851e-07 2.29941e-08 2.08438e-07 2.27092e-09 -1.59822e-07 -2.01265e-09 1.62804e-07 -1.28797e-08 -7.64655e-08 -2.42581e-09 2.85583e-07 -9.34003e-09 -3.06002e-09 4.94989e-08 2.72383e-07 -8.93995e-08 1.71544e-07 -9.02722e-09
internal_weight=0 2905 216 196 2883 2834 2812 2786 2756 2542 214 191 171 133 96 75 55 2522 156 2366 132 2346 55 2291 2269 112 43 69 43 2242
internal_count=3121 2905 216 196 2883 2834 2812 2786 2756 2542 214 191 171 133 96 75 55 2522 156 2366 132 2346 55 2291 2269 112 43 69 43 2242
is_linear=0
shrinkage=0.1


Tree=8851
num_leaves=31
num_cat=0
split_feature=402 1212 401 132 1185 15 1186 1213 403 403 1210 403 1210 16 0 1209 12 1213 1209 1213 1211 1211 42 52 52 16 39 42 3 42
split_gain=2.04231e-10 4.75176e-10 2.35629e-10 2.36884e-10 1.3002e-09 6.95452e-10 4.9226e-10 2.40566e-10 2.38036e-10 5.01558e-10 9.65261e-10 4.52272e-10 2.79248e-10 1.73096e-09 5.08991e-09 1.6357e-09 2.05022e-09 2.48363e-09 6.34477e-10 3.05555e-10 4.18485e-10 6.60628e-10 3.45752e-10 1.02363e-09 1.05883e-09 7.89583e-10 3.76229e-10 6.00741e-10 3.3198e-10 1.16279e-09
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.086260000000000017 -0.55327499999999985 -0.54856499999999986 -0.13847499999999999 -0.5341999999999999 -0.00092999999999999995 -0.092484999999999984 -0.086284999999999987 0.088775000000000007 0.087445000000000009 -0.063509999999999997 1.0000000180025095e-35 0.51049000000000011 0.11671000000000002 0.10326000000000002 0.11603500000000001 0.10744000000000002 1.0000000180025095e-35 -0.08231999999999999 0.11402500000000002 -0.23108499999999998 -0.094874999999999987 -0.16797499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -6 -10 -11 -12 13 -13 -15 16 -16 -18 19 20 21 22 26 24 25 -24 27 -14 -29 -30
right_child=-2 -3 -4 4 8 -7 -8 -9 9 10 11 12 18 14 15 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-3.372905517077622e-08 3.1080533604143149e-07 -4.7617213256433476e-07 3.1324150953082611e-07 7.9031742535291774e-07 2.8071294349748163e-07 -6.3500264595652638e-07 -4.9923911384602045e-07 3.0725975837716157e-07 -4.5765519776826595e-07 6.6121517802871084e-07 -4.5540772930507956e-07 -6.9323603187595757e-07 4.8879317020578134e-07 1.5513251535139719e-06 -1.0014378913270915e-06 5.7264640329623973e-07 7.7723797613333999e-07 -6.0496529495314746e-07 -4.3095361905086198e-07 3.8707142380189907e-07 -3.7660116191773341e-07 5.4468848650851052e-07 6.9741693639867745e-07 7.4489135689267038e-07 -5.2714562610407697e-07 -4.4931806242905285e-08 -3.3469594934566596e-07 6.5254412946863677e-08 -7.55131222521496e-07 -2.3776205897455644e-08
leaf_weight=150 21 21 24 21 30 22 21 24 24 22 22 22 24 25 26 32 26 26 35 20 30 22 23 24 26 38 36 428 22 1834
leaf_count=150 21 21 24 21 30 22 21 24 24 22 22 22 24 25 26 32 26 26 35 20 30 22 23 24 26 38 36 428 22 1834
internal_value=0 -2.1033e-09 1.13004e-09 -1.3219e-09 6.37801e-09 -1.02024e-07 -4.18931e-08 1.33039e-08 5.33946e-10 -2.48197e-09 1.47176e-09 -3.82352e-09 -1.69658e-10 1.29289e-07 2.6333e-07 -2.93965e-08 -2.76388e-07 8.61363e-08 -8.1029e-09 -2.24624e-09 -5.35209e-09 -8.5573e-10 -5.74452e-09 1.6671e-07 7.21143e-09 2.3497e-07 -1.39111e-08 -8.90751e-09 -1.41373e-08 -3.24453e-08
internal_weight=0 3100 3079 3055 2838 217 195 174 2817 2787 2763 2741 2719 157 135 110 78 52 2562 2527 2507 2477 2455 111 87 61 2344 2308 2284 1856
internal_count=3121 3100 3079 3055 2838 217 195 174 2817 2787 2763 2741 2719 157 135 110 78 52 2562 2527 2507 2477 2455 111 87 61 2344 2308 2284 1856
is_linear=0
shrinkage=0.1


Tree=8852
num_leaves=31
num_cat=0
split_feature=40 130 147 142 45 2 1429 156 1429 1429 1429 147 2 1211 1211 1212 401 15 133 2 133 0 403 1208 402 402 1213 3 1186 132
split_gain=2.28855e-10 3.32986e-10 2.02814e-10 6.08216e-10 3.82637e-10 1.69077e-09 3.45871e-10 6.5234e-10 4.0434e-10 2.3692e-10 3.74897e-10 2.84055e-10 1.29606e-09 2.07432e-10 5.54304e-10 2.91375e-10 2.46801e-10 9.39726e-10 6.18259e-10 1.01679e-09 5.87593e-10 1.55178e-09 6.86058e-10 8.48384e-10 4.50305e-10 5.99015e-10 2.69826e-10 1.95077e-09 5.59279e-10 4.2975e-10
threshold=-0.24290999999999999 -0.22229499999999999 0.11204500000000002 -0.057499999999999989 0.083445000000000005 0.11389000000000002 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 -0.081904999999999992 -0.060529999999999994 0.092070000000000013 0.10644500000000001 0.11716500000000001 0.13003000000000001 0.13631000000000001 -0.06959499999999999 0.095175000000000023 0.51114000000000004 0.088055000000000008 0.40431 -0.068944999999999992 -0.54856499999999986 0.099975000000000008 0.15960500000000002 0.13628000000000004 0.10336000000000002 -0.083654999999999993 -0.13028499999999998 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5 8 -8 -10 -11 13 -13 15 -15 16 17 -12 20 -20 22 -22 -18 24 25 26 28 -28 -24 -30
right_child=1 2 -4 4 5 -7 7 -9 9 10 11 12 -14 14 -16 -17 18 -19 19 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-2.9543863276488152e-07 3.7352512878285897e-07 5.5131908482053405e-07 -3.1781728146995649e-07 4.0680799992558262e-07 -9.7670094078239345e-07 2.5686847288852736e-07 4.2105036754946925e-07 -5.6964333111864102e-07 -2.7945769668728343e-07 3.3814322760559721e-07 -1.4459338007415885e-07 -3.7446641528049444e-07 6.7953038355637678e-07 4.9657268346793768e-07 -1.5126038286439326e-07 -3.6317513930676484e-07 -4.7215559160207479e-07 6.3584338079181184e-07 6.6965617406822281e-08 -9.0795966826817682e-07 7.0140296805276109e-07 -2.46472935090893e-07 5.1964442377538949e-07 6.267501746714559e-07 -4.5195168576870145e-07 5.2438888522894044e-07 5.5687253237124428e-07 -6.8117012306499546e-07 1.3544258953810684e-07 -2.3638313407130516e-08
leaf_weight=26 24 20 20 21 20 25 23 20 30 33 36 20 28 28 25 23 32 27 23 20 39 31 20 21 23 21 20 35 184 2203
leaf_count=26 24 20 20 21 20 25 23 20 30 33 36 20 28 28 25 23 32 27 23 20 39 31 20 21 23 21 20 35 184 2203
internal_value=0 2.48845e-09 -4.11217e-10 1.66945e-09 -1.9574e-09 -2.91385e-07 2.40436e-09 -4.5988e-10 3.40554e-09 1.18126e-10 3.01829e-09 -8.49888e-10 2.40365e-07 -4.96882e-09 1.90991e-07 -8.73455e-09 -5.75388e-09 1.8988e-07 -1.03665e-08 -3.86488e-07 -4.21464e-09 2.81629e-07 -1.20337e-08 -6.2071e-09 -1.15112e-08 -7.43142e-09 -1.19677e-08 -2.30973e-07 -6.96339e-09 -1.13757e-08
internal_weight=0 3095 3071 3051 3031 45 2986 2965 2945 2922 2892 2859 48 2811 53 2758 2735 63 2672 43 2629 70 2559 2527 2506 2483 2462 55 2407 2387
internal_count=3121 3095 3071 3051 3031 45 2986 2965 2945 2922 2892 2859 48 2811 53 2758 2735 63 2672 43 2629 70 2559 2527 2506 2483 2462 55 2407 2387
is_linear=0
shrinkage=0.1


Tree=8853
num_leaves=31
num_cat=0
split_feature=132 1185 1203 403 403 1210 3 403 1210 2 12 15 1210 1210 1209 1211 1211 1211 1212 394 401 402 1212 394 391 1183 1213 1212 12 1185
split_gain=2.28578e-10 1.05036e-09 5.92312e-10 2.12754e-10 3.34797e-10 4.68451e-10 2.30634e-09 3.85229e-10 2.26619e-10 1.70414e-09 3.95388e-09 3.90066e-10 3.46626e-10 3.81914e-10 4.89235e-10 2.61639e-10 5.77619e-10 4.13642e-10 2.45189e-10 6.24695e-10 4.39488e-10 1.34554e-09 7.38495e-10 3.29625e-10 4.68883e-10 2.99364e-10 3.74326e-10 4.61229e-10 7.50997e-10 2.68762e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.55327499999999985 -0.54856499999999986 -0.13847499999999999 -0.082284999999999983 -0.5341999999999999 -0.064344999999999999 0.084715000000000013 0.086700000000000013 0.086885000000000004 -0.053799999999999994 -0.00092999999999999995 1.0000000180025095e-35 0.12463 0.11671000000000002 0.10326000000000002 0.10083000000000002 -0.12099999999999998 0.10076500000000001 0.113945 -0.41956999999999994 -0.09139499999999999 -1.0000000180025095e-35 -0.073809999999999973 -0.15413999999999997 -1.0000000180025095e-35 0.087765000000000024 0.084795000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 -6 -7 9 -9 -11 -12 -10 -14 15 16 17 18 19 -15 23 -22 -23 -21 -25 -26 -27 28 -28 -29
right_child=1 3 -4 4 5 7 -8 8 12 10 11 -13 13 14 -16 -17 -18 -19 -20 20 21 22 -24 24 25 26 27 29 -30 -31
leaf_value=-3.5736507537379668e-08 7.121542347747545e-07 2.5480248472769579e-07 -5.2774404853802734e-07 -3.6491479295364117e-07 1.1264945931088733e-06 -4.1938767119311459e-07 -3.0186904463282474e-07 -4.3319003307327448e-07 -4.0020573728518435e-07 1.5762456169590051e-06 -3.3113093116718611e-07 2.4099494091635943e-07 3.2185866432301837e-07 4.1843203153543338e-07 -3.671290437062674e-07 3.1472804459680836e-07 -5.2639779922071202e-07 3.8245592711863966e-07 -3.2904891283984087e-07 3.6948629542621349e-07 -7.3984795549986166e-07 -3.4746790144405775e-07 4.4321616051682347e-07 -4.3375899667807978e-07 3.687788194897931e-07 3.682345857635449e-07 -7.605883515301078e-07 3.7366570599301251e-09 5.0593563059919692e-08 -3.4754718298431317e-07
leaf_weight=194 21 33 28 25 20 22 26 34 22 21 26 22 36 35 37 26 21 28 23 24 32 21 27 25 22 27 21 2175 25 22
leaf_count=194 21 33 28 25 20 22 26 34 22 21 26 22 36 35 37 26 21 28 23 24 32 21 27 25 22 27 21 2175 25 22
internal_value=0 7.49274e-09 -9.77915e-08 2.35102e-09 -5.77243e-10 2.6527e-09 3.19159e-07 -2.59578e-09 7.36135e-10 1.46264e-07 4.31792e-07 -6.89066e-08 -4.92236e-09 -1.61203e-09 -6.10642e-09 -8.76252e-10 -4.12218e-09 2.52683e-10 -4.06426e-09 -1.02083e-09 -7.08479e-09 -2.37564e-07 9.72919e-08 7.91473e-10 -3.02755e-09 1.67066e-09 -1.88722e-09 -6.34254e-09 -3.19729e-07 2.19022e-10
internal_weight=0 2899 222 2878 2845 2820 46 2774 2752 103 69 48 2649 2627 2591 2554 2528 2507 2479 2456 2421 80 48 2341 2317 2292 2270 2243 46 2197
internal_count=3121 2899 222 2878 2845 2820 46 2774 2752 103 69 48 2649 2627 2591 2554 2528 2507 2479 2456 2421 80 48 2341 2317 2292 2270 2243 46 2197
is_linear=0
shrinkage=0.1


Tree=8854
num_leaves=31
num_cat=0
split_feature=1208 1209 1208 132 1203 1185 50 12 13 52 1213 403 42 133 42 4 402 1209 402 43 403 52 1212 1212 52 401 1212 42 401 394
split_gain=2.11254e-10 4.52434e-10 3.8622e-10 1.94237e-10 5.72503e-09 3.56603e-09 8.39593e-10 2.37691e-10 4.07305e-10 2.98123e-10 1.96285e-10 8.3608e-10 7.53509e-10 2.50884e-09 1.84198e-09 4.36724e-10 3.64108e-10 6.41143e-10 3.31559e-10 1.12865e-09 4.61941e-10 1.57806e-09 3.41073e-10 1.99861e-09 7.84174e-10 3.82001e-10 5.54342e-10 2.5476e-10 2.37902e-10 6.3661e-10
threshold=0.11846000000000001 0.11743500000000001 0.10233500000000001 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.054800000000000008 0.092320000000000013 0.093235000000000026 -0.55276999999999987 0.090990000000000015 0.10275500000000001 0.086325000000000013 -0.07958999999999998 0.15960500000000002 -0.092099999999999987 -0.45015499999999992 0.055925000000000009 -0.42244999999999994 0.039215000000000007 -0.092474999999999988 -0.087464999999999987 0.086040000000000019 -0.099524999999999988 -0.009474999999999999 0.086835000000000009 0.10632500000000002 -0.10499499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 7 8 9 -1 11 -7 14 -14 15 -12 17 -13 19 -19 21 -20 24 -24 27 -25 -27 -22 29 -28
right_child=-2 -3 -4 5 -6 10 -8 -9 -10 -11 12 16 13 -15 -16 -17 -18 18 20 -21 22 -23 23 25 -26 26 28 -29 -30 -31
leaf_value=-5.4132470846856125e-08 2.8385674419531335e-07 -4.542582437559097e-07 3.9229828212228313e-07 -1.2775000269274726e-06 1.6575232474938924e-06 -5.8094640689887455e-07 -6.9453610905156895e-07 3.0516027025095399e-07 -4.6260973200722743e-07 3.5704331238440274e-07 4.440320918571875e-07 5.5364351721566758e-07 -2.2831529126786055e-07 1.2226565073996717e-06 -8.734993217883261e-07 -6.3036884340004743e-08 -4.2498883203734298e-07 -7.0756284917304304e-07 -2.6311119463364531e-07 2.6563700327063668e-07 -3.2234871205425655e-07 9.4881235708856233e-07 -9.8017090137892374e-07 -4.0595220177099532e-07 5.3435872307111848e-07 4.4587569395356954e-07 -4.7920121925163335e-07 1.2892499039539558e-07 2.8294249126023997e-07 5.1582845187518297e-10
leaf_weight=110 26 22 25 22 21 25 20 21 21 21 35 21 26 22 21 33 20 26 22 22 22 21 21 23 38 28 28 29 29 2300
leaf_count=110 26 22 25 22 21 25 20 21 21 21 35 21 26 22 21 33 20 26 22 22 22 21 21 23 38 28 28 29 29 2300
internal_value=0 -2.3843e-09 8.50724e-10 -2.35997e-09 8.95054e-08 -9.29688e-09 -8.11079e-08 -1.01913e-08 -5.37596e-08 1.17812e-08 6.25055e-10 -5.35402e-09 1.1737e-07 4.36713e-07 -5.48604e-08 1.97955e-07 7.60937e-11 3.30853e-09 -1.12115e-09 -2.61513e-07 3.75929e-09 3.28758e-07 -1.79074e-09 -8.83568e-09 1.90481e-07 -3.64733e-10 3.54659e-09 -6.57421e-08 -1.70806e-09 -5.25396e-09
internal_weight=0 3095 3073 3048 214 2834 193 173 152 131 2812 2675 137 48 89 68 2650 2630 2609 48 2561 43 2518 2429 89 2408 2385 51 2357 2328
internal_count=3121 3095 3073 3048 214 2834 193 173 152 131 2812 2675 137 48 89 68 2650 2630 2609 48 2561 43 2518 2429 89 2408 2385 51 2357 2328
is_linear=0
shrinkage=0.1


Tree=8855
num_leaves=31
num_cat=0
split_feature=402 401 132 1203 1185 403 403 1210 403 1212 3 1212 3 1212 1212 1212 2 160 12 1372 402 401 1210 1366 44 156 47 47 47 148
split_gain=2.22473e-10 4.30179e-10 2.61269e-10 1.1438e-09 9.47343e-10 2.95058e-10 3.97767e-10 6.00282e-10 3.8116e-10 2.49935e-10 7.63902e-10 3.39541e-10 8.7427e-10 3.03414e-10 3.58452e-10 6.2369e-10 1.90807e-09 6.95099e-10 3.77652e-10 3.33965e-10 3.10238e-10 1.30615e-09 6.42565e-10 2.93487e-10 3.23438e-10 7.28895e-10 3.50592e-10 3.2205e-09 6.83926e-10 3.63634e-10
threshold=0.31278000000000006 0.13699500000000003 -0.083449999999999983 0.089480000000000018 -0.087384999999999977 -0.55327499999999985 -0.54856499999999986 -0.13847499999999999 -0.53255499999999989 0.10321500000000002 -0.076669999999999988 0.12799000000000002 -0.082974999999999979 0.096720000000000014 0.091580000000000009 0.087615000000000012 0.084755000000000011 -0.57146499999999989 0.089085000000000011 -0.097369999999999984 -0.45015499999999992 -1.0000000180025095e-35 0.0028200000000000005 -0.087024999999999977 0.099360000000000018 -0.14734999999999998 0.092165000000000011 0.096475000000000019 0.090100000000000013 -0.10069499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7 -8 -9 13 11 12 -11 14 15 17 -17 -10 -16 -19 21 -21 23 -22 25 -25 28 -28 29 -27
right_child=-2 -3 4 -5 5 6 7 8 9 10 -12 -13 -14 -15 18 16 -18 19 -20 20 22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-3.1100772576483902e-08 3.2438735096158259e-07 -4.4281953767660362e-07 6.6254294365948718e-07 -8.2595113639172277e-07 3.0574292582130629e-07 -4.0500000106173202e-07 4.6454389460239198e-07 -3.4949218632523448e-07 5.6285333455848139e-07 -2.4208670359777378e-07 6.9464771770066414e-07 -2.1549963187388649e-07 6.8173890376499458e-07 -3.4938275689455627e-07 1.063914025863873e-08 -1.0082247859107461e-06 1.7131029625971907e-07 -4.0871372220863127e-07 6.0479578507965929e-07 -7.7181573085264672e-07 3.6397144485404584e-07 2.7147481702627373e-07 4.382330188564886e-07 5.495491445609939e-07 -3.2385217322474005e-07 3.380021055932048e-07 -1.1476781771256759e-06 6.2674777245480736e-09 5.772032279101798e-07 -1.7883032782506603e-09
leaf_weight=191 21 22 22 20 32 24 28 31 22 21 21 35 20 25 23 24 32 20 20 24 22 24 34 24 31 32 27 232 21 1996
leaf_count=191 21 22 22 20 32 24 28 31 22 21 21 35 20 25 23 24 32 20 20 24 22 24 34 24 31 32 27 232 21 1996
internal_value=0 -2.19676e-09 9.5259e-10 -1.06442e-07 8.85642e-09 3.80155e-09 3.66735e-10 3.85501e-09 -8.16952e-10 3.14236e-09 1.60784e-07 1.32693e-08 2.0856e-07 -2.66518e-09 6.58416e-10 -4.1417e-09 -3.34205e-07 3.22519e-09 2.86991e-07 -1.72528e-09 1.57418e-09 -2.5017e-07 6.56953e-09 4.15832e-10 -2.96894e-09 1.29666e-09 -4.40441e-09 -1.14028e-07 9.45236e-09 3.57328e-09
internal_weight=0 3100 3078 211 2867 2845 2813 2789 2761 2730 97 76 41 2633 2608 2565 56 2509 43 2487 2467 48 2419 2385 2363 2332 2308 259 2049 2028
internal_count=3121 3100 3078 211 2867 2845 2813 2789 2761 2730 97 76 41 2633 2608 2565 56 2509 43 2487 2467 48 2419 2385 2363 2332 2308 259 2049 2028
is_linear=0
shrinkage=0.1


Tree=8856
num_leaves=31
num_cat=0
split_feature=40 12 133 1456 12 1446 1447 12 1456 154 157 475 2 484 1426 157 12 52 2 16 1208 1209 131 132 393 1203 1208 15 15 15
split_gain=1.96302e-10 2.96186e-10 4.62826e-10 2.33431e-10 1.1353e-09 2.60785e-09 2.10278e-09 1.53503e-09 1.02037e-09 4.0111e-10 6.70904e-10 4.09799e-10 3.7818e-10 7.13467e-10 2.72657e-10 1.60213e-09 2.77849e-10 7.99914e-10 1.09847e-09 9.99678e-10 5.0199e-10 3.99805e-10 3.80199e-10 3.56487e-10 9.20459e-10 8.19092e-10 3.49083e-10 3.13879e-10 1.12381e-09 8.64647e-10
threshold=-0.24290999999999999 0.13597000000000004 1.0000000180025095e-35 0.085275000000000004 0.083985000000000018 0.083715000000000026 -0.086279999999999982 0.085955000000000018 0.081770000000000023 0.084190000000000001 0.63604500000000008 -0.47599999999999992 0.10327000000000001 -0.085329999999999975 -0.061919999999999996 -0.0048549999999999991 0.11351500000000002 0.10263500000000002 0.10613000000000002 -0.095964999999999981 0.11846000000000001 0.11743500000000001 -0.099524999999999988 -0.083449999999999983 0.12069000000000002 0.089480000000000018 0.10233500000000001 0.12044500000000001 0.11657500000000001 0.11295500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 5 -5 -6 -8 9 10 11 -2 13 -9 15 -13 20 18 19 -18 21 22 -16 25 26 -24 27 28 29 -25
right_child=1 2 -4 4 6 -7 7 12 -10 -11 -12 14 -14 -15 16 -17 17 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.7362660491602443e-07 4.287967494127026e-07 5.5987470801710517e-07 -5.4921795708651194e-08 -1.2334251790788484e-07 -8.1689941106137203e-07 1.1508863104640554e-06 9.1023396667618995e-07 1.5474715524987915e-07 -5.3055185729418387e-07 4.3343833556805517e-07 -5.8234740890839026e-07 3.6026658644264638e-07 1.7294126189127431e-07 -6.8992271280876597e-07 4.3945155312030695e-07 -8.7498034417876625e-07 -7.8880438888431638e-07 -6.5398090009693992e-07 5.7579455894641724e-07 9.3788262037461134e-08 4.7084525115916103e-07 -4.3296091232848865e-07 -5.6281161230362238e-08 -2.4221032513483569e-09 6.7027999661951029e-07 -7.4335601706110322e-07 3.9299534315116196e-07 2.1163838568284429e-07 -5.5147678556356882e-07 5.8897924009215789e-07
leaf_weight=26 22 24 25 36 29 29 21 20 37 21 20 21 38 20 20 21 21 25 23 33 23 21 131 2219 21 20 23 69 37 25
leaf_count=26 22 24 25 36 29 29 21 20 37 21 20 21 38 20 20 21 21 25 23 33 23 21 131 2219 21 20 23 69 37 25
internal_value=0 2.29887e-09 2.46203e-07 -1.62473e-09 1.04811e-07 4.4516e-07 -6.80228e-08 1.51345e-07 -8.82488e-09 -1.96981e-09 -5.24121e-09 -1.08189e-09 -5.29711e-08 -2.67588e-07 -4.51717e-09 -2.57357e-07 -6.00064e-10 -1.62511e-07 -2.94292e-09 -2.49442e-07 5.72992e-09 1.59316e-09 5.15091e-09 1.73794e-09 1.11374e-08 -1.47284e-07 5.30431e-09 1.50989e-09 -4.84647e-09 4.16659e-09
internal_weight=0 3095 49 3046 193 65 128 99 2853 2816 2795 2775 78 40 2753 42 2711 102 77 54 2609 2586 2565 2545 2394 151 2373 2350 2281 2244
internal_count=3121 3095 49 3046 193 65 128 99 2853 2816 2795 2775 78 40 2753 42 2711 102 77 54 2609 2586 2565 2545 2394 151 2373 2350 2281 2244
is_linear=0
shrinkage=0.1


Tree=8857
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 2 12 403 2 133 3 1348 448 483 151 484 133 1375 484 484 403 484 484 484 43 483 12 12 1456 16 158
split_gain=2.12318e-10 5.84138e-09 3.34259e-09 8.01075e-10 2.11394e-10 6.37122e-10 3.94986e-10 4.56413e-10 5.49826e-10 3.69997e-10 1.99117e-10 4.73707e-10 4.00405e-10 3.24579e-10 2.35523e-10 2.40568e-09 1.29572e-09 1.8045e-09 1.1099e-09 1.18938e-09 6.3189e-10 6.69784e-10 7.04609e-10 1.34899e-09 6.8307e-10 3.01894e-09 1.15556e-09 7.11642e-10 6.47512e-10 5.39676e-10
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.090675000000000019 0.11418000000000002 -0.020569999999999995 0.085045000000000023 -0.015164999999999998 -0.073309999999999986 0.095915000000000014 0.056825000000000007 -0.47522499999999995 -0.5666199999999999 -0.084519999999999984 0.10995500000000001 0.08401500000000002 -0.086659999999999973 -0.081684999999999994 -0.55327499999999985 -0.078424999999999981 -0.073334999999999984 -0.023814999999999996 -0.065269999999999981 0.098395000000000024 0.094435000000000005 0.23631000000000002 -0.080239999999999992 -0.032969999999999992 -0.073714999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 9 7 8 -1 -6 11 12 -4 -14 15 16 17 -15 -16 -20 -21 -22 23 -23 26 27 29 -26 -25 -24
right_child=2 -3 10 -5 5 -7 -8 -9 -10 -11 -12 -13 13 14 18 -17 -18 -19 19 20 21 22 24 28 25 -27 -28 -29 -30 -31
leaf_value=-5.5022143442329262e-07 -1.2351078473991287e-06 1.724042197466247e-06 -4.2399533103062743e-07 -6.6902041680805272e-07 -2.1557819517662817e-07 -5.9833857227160832e-07 3.7380579969563273e-07 2.9160861100973748e-07 1.1299880679871422e-07 3.3969696830264224e-07 -3.0458659347502929e-07 4.7766633531951126e-07 4.0570390353877887e-07 1.8682989381741463e-08 -6.1233471418139145e-07 1.1459905113042624e-06 6.400711499614838e-07 -9.4073243184828418e-07 7.6761863439855919e-07 -4.5529456936917762e-07 4.6863793026356383e-07 -7.5166310453924884e-07 -4.7147251223123023e-07 -3.2926176004366429e-07 2.3857960978933658e-07 1.1930009954994603e-06 -7.6325596705117964e-07 -5.4881551797928793e-07 4.5691887438889271e-07 5.2580082855636378e-09
leaf_weight=25 22 20 22 20 24 21 33 27 25 24 21 21 20 180 30 20 28 22 20 31 30 36 24 20 22 25 20 24 22 2242
leaf_count=25 22 20 22 20 24 21 33 27 25 24 21 21 20 180 30 20 28 22 20 31 30 36 24 20 22 25 20 24 22 2242
internal_value=0 9.49435e-08 -7.16687e-09 -6.8785e-08 -1.71956e-09 -1.38931e-07 8.43496e-08 -3.9703e-08 -2.18611e-07 6.20594e-08 2.21324e-09 4.46675e-09 9.65276e-10 4.28528e-09 1.4139e-09 9.40345e-08 2.56007e-09 -8.58078e-08 -7.68082e-09 -4.7111e-10 -6.62568e-09 -9.83187e-10 -6.76907e-09 -3.02473e-07 3.01663e-09 3.08482e-07 -6.47069e-09 -1.72235e-07 8.25471e-08 2.08788e-10
internal_weight=0 219 2902 199 179 69 110 77 50 48 2880 2859 2838 2816 2796 250 230 202 2546 2516 2496 2465 2435 78 2357 71 2286 46 42 2266
internal_count=3121 219 2902 199 179 69 110 77 50 48 2880 2859 2838 2816 2796 250 230 202 2546 2516 2496 2465 2435 78 2357 71 2286 46 42 2266
is_linear=0
shrinkage=0.1


Tree=8858
num_leaves=31
num_cat=0
split_feature=448 0 45 142 46 151 16 150 150 1374 1374 4 51 13 1 2 150 150 34 9 124 16 39 376 16 13 47 0 9 15
split_gain=2.0471e-10 4.13512e-10 2.1769e-10 2.3115e-10 1.13652e-09 2.31088e-10 1.65354e-09 2.98107e-10 2.46667e-10 1.57329e-09 1.27363e-09 1.16371e-09 1.56066e-09 1.01374e-09 1.39618e-09 8.42107e-10 6.17485e-10 6.91707e-10 4.45766e-10 6.84003e-10 4.39695e-10 6.62511e-10 7.83381e-10 4.08357e-10 5.96207e-10 3.96933e-10 1.04545e-09 5.68197e-09 3.24457e-09 7.86265e-10
threshold=0.068920000000000023 -0.26343999999999995 0.10041000000000001 -0.057499999999999989 1.0000000180025095e-35 0.11088000000000002 -0.014754999999999999 0.12706500000000001 0.090480000000000019 0.085820000000000021 0.088460000000000011 -0.010384999999999998 -0.084829999999999989 -0.081829999999999986 0.096255000000000021 0.11448000000000001 0.087865000000000013 0.086615000000000011 -0.097449999999999981 -0.090659999999999977 -0.081719999999999987 -0.071359999999999993 0.087880000000000014 0.084075000000000011 0.0073350000000000004 -0.0034749999999999994 0.094160000000000008 -0.10096999999999999 0.085355000000000014 -0.085319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 8 10 11 16 -10 -13 15 -15 -14 17 18 -5 -20 21 22 -21 24 -23 -22 28 -28 -27 -29
right_child=-2 2 -4 4 -6 6 -8 -9 9 -11 -12 12 13 14 -16 -17 -18 -19 19 20 25 23 -24 -25 -26 26 27 29 -30 -31
leaf_value=3.5415351000913446e-07 -3.1890481901442056e-07 3.1877331526753885e-07 2.8639536505072387e-07 4.6668208526057241e-07 -7.0681532433710625e-07 8.7760148155459995e-07 -2.2876671932538428e-07 -3.1350316714539786e-07 5.2471815638120785e-07 9.0369924133814161e-07 -8.0445555568076092e-07 -9.4500292611598981e-07 6.7165222318976701e-07 -9.6077950693995729e-07 9.8076034157312483e-08 -9.0879531557318069e-08 4.5545603935069859e-07 -5.4291691355956571e-07 -5.5016177637165369e-07 9.1224489334639331e-07 -3.8554502492507906e-08 -2.1057044818917348e-07 9.4055018621475025e-08 -2.8768476800185757e-07 4.8508312947400813e-07 4.6186051679570928e-08 1.8011337352791523e-06 -6.2822794234307376e-07 -1.2463455135502956e-06 1.4999837896932543e-07
leaf_weight=33 20 22 26 20 23 22 35 31 34 22 20 20 30 20 33 28 29 24 23 22 1710 22 25 30 28 671 21 20 20 37
leaf_count=33 20 22 26 20 23 22 35 31 34 22 20 20 30 20 33 28 29 24 23 22 1710 22 25 30 28 671 21 20 20 37
internal_value=0 2.05513e-09 -1.73211e-09 -4.19474e-09 -6.54749e-09 -1.17339e-09 1.98253e-07 -5.03981e-09 -1.75265e-09 1.09345e-07 -9.38503e-09 3.43162e-09 -1.31864e-07 1.46474e-08 -3.01492e-07 3.03533e-07 -3.49998e-09 -8.4793e-09 -3.63728e-09 -7.21522e-09 -2.42329e-09 1.79055e-07 4.77038e-07 3.99043e-09 1.78996e-07 -1.17205e-08 4.79494e-08 3.9499e-07 8.77559e-09 -1.23063e-07
internal_weight=0 3101 3068 3042 3020 2997 57 2940 2909 187 2722 165 131 111 53 58 2702 2673 2649 2629 2606 127 47 80 50 2479 769 78 691 57
internal_count=3121 3101 3068 3042 3020 2997 57 2940 2909 187 2722 165 131 111 53 58 2702 2673 2649 2629 2606 127 47 80 50 2479 769 78 691 57
is_linear=0
shrinkage=0.1


Tree=8859
num_leaves=31
num_cat=0
split_feature=34 2 13 12 158 159 158 3 482 49 482 1 482 483 482 44 474 484 3 1456 43 1455 1453 1456 2 473 3 15 47 0
split_gain=2.20988e-10 3.15833e-10 1.29824e-09 1.74947e-09 2.23136e-10 3.53935e-10 9.66827e-10 8.25177e-10 2.74571e-10 8.74487e-10 6.7352e-10 1.24586e-09 1.28299e-09 1.79535e-09 1.37493e-09 3.05144e-10 3.20269e-10 5.2779e-10 1.25952e-09 4.64636e-10 1.2371e-09 5.60865e-10 3.58698e-10 1.39008e-09 6.27359e-10 3.75403e-10 3.74545e-10 9.87133e-10 3.53525e-10 2.82308e-09
threshold=-0.10561499999999999 -0.080614999999999978 -0.087324999999999986 -0.010834999999999999 -0.47382999999999992 -0.46871499999999994 -0.46413499999999996 -0.077564999999999981 0.11117500000000001 0.006170000000000001 0.098465000000000011 0.16540500000000002 0.089605000000000018 0.088610000000000008 0.086210000000000023 0.084760000000000016 0.11568500000000002 0.10948000000000001 -0.082794999999999994 -0.089834999999999984 -0.013024999999999998 -0.088874999999999982 -0.079219999999999985 -0.065759999999999985 0.088555000000000009 0.076475000000000001 0.31299000000000005 -0.087894999999999987 0.092710000000000015 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 7 -7 -6 10 -10 11 12 14 -14 15 16 17 19 -19 20 -8 -21 24 -24 -23 26 28 -28 -25 -30
right_child=1 4 3 -5 5 6 8 -9 9 -11 -12 -13 13 -15 -16 -17 -18 18 -20 21 -22 22 23 25 -26 -27 27 -29 29 -31
leaf_value=-2.5355084189601154e-07 8.3500526047562633e-07 -3.0016100390639624e-07 5.9112125349805374e-07 -4.7342546975558341e-07 -8.3567216080382433e-08 -6.9782427544851091e-07 2.4003468055866508e-07 6.9212076375298661e-07 7.2101198665699309e-07 -1.3939883821741979e-07 -4.9218125128496538e-07 7.3367895207292864e-07 -1.3791320899629007e-08 -1.2113193042480253e-06 7.4220836154381687e-07 2.864181826427941e-07 -3.3157195351426101e-07 8.8504872854338661e-07 -1.2605782282142692e-07 4.8789471767794688e-07 -8.3533611443627988e-07 5.7102520421332362e-07 -6.7893175963809711e-07 1.7553535009908535e-08 -1.4257133345422931e-07 -4.2608436888799808e-07 1.4601520717860694e-07 -6.7957071995091868e-07 -6.731897692829465e-07 9.8586281264293318e-08
leaf_weight=34 23 25 26 38 32 20 20 24 21 27 28 23 31 21 25 36 30 22 28 23 23 28 31 2141 22 21 30 28 65 175
leaf_count=34 23 25 26 38 32 20 20 24 21 27 28 23 31 21 25 36 30 22 28 23 23 28 31 2141 22 21 30 28 65 175
internal_value=0 2.79351e-09 1.90622e-07 -4.09534e-08 -2.65351e-09 -1.53449e-10 -4.93089e-09 2.4887e-07 -1.50664e-10 2.37031e-07 -4.1439e-09 6.96712e-10 -5.32421e-09 -4.97408e-07 3.98742e-09 -2.79022e-09 -6.66499e-09 -2.99649e-09 3.18829e-07 -9.16882e-09 -3.35164e-07 -3.70167e-09 -8.15138e-09 -1.34744e-08 2.57043e-07 -5.08858e-09 -1.46377e-09 -2.52544e-07 4.65241e-09 -1.10436e-07
internal_weight=0 3087 87 64 3000 2975 2919 56 2899 48 2851 2823 2800 52 2748 2723 2687 2657 50 2607 43 2564 2541 2491 50 2460 2439 58 2381 240
internal_count=3121 3087 87 64 3000 2975 2919 56 2899 48 2851 2823 2800 52 2748 2723 2687 2657 50 2607 43 2564 2541 2491 50 2460 2439 58 2381 240
is_linear=0
shrinkage=0.1


Tree=8860
num_leaves=31
num_cat=0
split_feature=1203 42 130 1203 1186 1176 43 43 0 15 49 12 133 4 42 3 12 43 2 1210 42 13 13 2 0 1210 0 52 41 33
split_gain=1.87146e-10 4.96051e-10 1.06159e-09 2.98657e-10 2.39507e-10 2.16972e-10 1.84239e-10 6.23187e-10 5.85044e-10 6.47923e-10 5.40566e-10 6.29495e-10 9.39989e-10 4.44525e-10 7.00651e-10 4.85098e-10 4.76391e-10 4.12796e-10 1.27622e-09 7.84713e-10 4.54448e-10 2.92463e-10 1.75564e-09 2.3593e-09 1.07309e-09 7.15325e-09 3.86796e-09 1.04205e-09 9.74906e-10 9.51186e-10
threshold=0.090185000000000001 -0.067534999999999998 0.0084900000000000028 0.088310000000000013 -0.11456499999999999 0.087330000000000019 0.07827000000000002 0.08845500000000002 -0.11242999999999999 -0.13578499999999996 0.10000000000000002 0.10911500000000002 -0.40071499999999999 -0.068329999999999988 0.10410000000000001 -0.069009999999999974 0.091325000000000003 0.055925000000000009 0.092235000000000025 0.258635 0.091545000000000015 -0.088319999999999996 -0.089109999999999981 0.084715000000000013 -0.083804999999999977 -0.076234999999999983 -0.075934999999999989 -0.075329999999999994 0.082735000000000017 -0.009184999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 17 -8 9 -9 11 13 -13 16 15 -15 -10 19 20 21 -19 22 24 -24 25 -6 -26 -28 -27 -23
right_child=1 2 -4 -5 5 -7 7 8 10 -11 -12 12 -14 14 -16 -17 -18 18 -20 -21 -22 29 23 -25 26 28 27 -29 -30 -31
leaf_value=3.278935041221716e-07 -2.2375794613886369e-07 -4.735341968657379e-08 8.9967539793178743e-07 -3.412296555674962e-07 -1.9111188437648251e-06 3.1704453032857388e-07 -6.1875075061834652e-07 -7.2649871062031201e-08 -2.1413322342816114e-07 6.9562098154901408e-07 -4.7851296816395814e-07 7.9742618652289832e-07 -8.7629767335783977e-08 -6.7879170661387299e-07 1.897902715578918e-07 -1.5471466598903521e-07 3.359092907828654e-07 2.9762158641504013e-07 7.8585197671701395e-07 -6.2794333018700858e-07 -3.0487325664162492e-07 -6.0391440641709512e-07 1.4765042469377931e-06 -2.4182637306776916e-08 1.3983026747155237e-06 -6.2375285596973895e-09 -6.6131584001520127e-07 1.781015394470842e-07 7.0348830967131592e-07 -6.6127312427674286e-09
leaf_weight=22 23 29 20 26 20 21 20 23 31 21 33 20 30 38 24 33 32 21 27 20 31 27 20 22 24 247 21 50 21 2124
leaf_count=22 23 29 20 26 20 21 20 23 31 21 33 20 30 38 24 33 32 21 27 20 31 27 20 22 24 247 21 50 21 2124
internal_value=0 1.59359e-07 3.39189e-07 -3.75578e-09 -8.53255e-10 -3.26326e-09 -5.52046e-09 -7.91572e-08 -4.1291e-08 2.94025e-07 -1.02511e-07 -4.28563e-08 2.66393e-07 -1.4072e-07 -2.77313e-07 -4.35207e-07 6.52535e-08 2.8755e-09 2.28063e-07 -3.97728e-09 -6.1558e-08 8.67179e-10 7.66705e-08 6.9043e-07 9.36532e-09 -8.67701e-08 3.00807e-07 -7.01768e-08 4.93753e-08 -1.41102e-08
internal_weight=0 72 49 3049 3023 3001 2980 305 285 44 241 208 50 158 95 71 63 2675 79 2596 52 2576 425 42 383 288 95 71 268 2151
internal_count=3121 72 49 3049 3023 3001 2980 305 285 44 241 208 50 158 95 71 63 2675 79 2596 52 2576 425 42 383 288 95 71 268 2151
is_linear=0
shrinkage=0.1


Tree=8861
num_leaves=31
num_cat=0
split_feature=132 1185 15 1 1 0 1203 4 130 1186 129 483 12 483 482 483 2 15 4 480 480 483 52 15 483 483 483 481 2 12
split_gain=1.97124e-10 1.32525e-09 5.25529e-10 2.22604e-10 2.52309e-10 2.28517e-10 3.27427e-10 4.61095e-10 7.86232e-10 2.18874e-10 2.40149e-10 1.90436e-10 1.3096e-09 5.89239e-10 4.53711e-10 3.18444e-10 6.81013e-10 4.819e-10 4.42757e-10 3.53589e-10 5.8868e-10 3.38817e-10 1.09929e-09 1.73081e-09 5.88153e-10 7.36949e-10 4.17477e-10 3.37085e-10 2.79818e-09 2.43736e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.089625000000000024 0.11507500000000002 -0.09515499999999999 0.084795000000000023 -0.084564999999999987 0.11308500000000002 -0.091099999999999987 -0.082304999999999975 0.12236500000000002 0.094435000000000005 0.11517500000000001 0.11191500000000001 0.10083000000000002 0.10402500000000002 -0.56020999999999987 0.6227450000000001 0.11191000000000002 0.10183000000000002 0.08956500000000002 -0.0027449999999999996 -0.092489999999999989 0.087520000000000014 0.085765000000000022 0.055770000000000007 -0.081614999999999979 0.083715000000000026 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 7 -7 -9 -3 -11 13 -13 14 15 17 -17 -12 19 20 21 24 23 -23 25 26 27 28 -19 -30
right_child=1 9 -4 4 -6 6 -8 8 -10 10 11 12 -14 -15 -16 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=2.7909591232134423e-07 7.9847245398836789e-07 -2.995484756240785e-07 -4.8005337466368782e-07 -4.6718009333413983e-07 2.3574533543069266e-08 1.0827060679586891e-07 2.0507848323457157e-07 -7.5315170136036622e-07 9.5796484202992374e-08 2.9512816307633983e-07 -3.9908043354112502e-07 -6.6792183202681239e-07 2.9087974279060169e-07 5.2001340458735458e-07 -4.0006817455053219e-07 5.358933451391019e-07 -1.4842783614837502e-07 9.3666999103364198e-07 4.6132229718815717e-07 3.2556668698320706e-07 -5.4427926670541644e-07 -1.1745800469227454e-06 2.8681949851444747e-07 -3.2224014034909486e-08 4.8035163331405788e-07 -4.7452927796065583e-07 4.1505845285882969e-07 -4.4518064877633777e-09 -9.9090717995409263e-07 1.9078888517931604e-07
leaf_weight=29 21 24 30 22 20 38 39 24 20 28 30 28 29 22 28 33 26 34 21 33 20 21 31 36 26 32 25 2263 24 64
leaf_count=29 21 24 30 22 20 38 39 24 20 28 30 28 29 22 28 33 26 34 21 33 20 21 31 36 26 32 25 2263 24 64
internal_value=0 6.95417e-09 -9.08183e-08 -3.00003e-08 -2.33487e-07 2.69761e-08 -3.34493e-08 -1.46895e-07 -3.67266e-07 1.17867e-09 3.70756e-09 8.20169e-10 -1.80111e-07 4.54464e-09 4.16382e-10 4.54053e-09 2.34328e-07 -5.56258e-10 3.98965e-09 3.08547e-10 -3.85819e-09 3.70455e-10 -1.92441e-07 -4.53092e-07 7.24543e-09 2.20826e-09 8.53839e-09 4.27717e-09 1.66193e-07 -1.31492e-07
internal_weight=0 2899 222 192 42 150 121 82 44 2878 2854 2826 57 2769 2747 2719 59 2660 2630 2609 2576 2556 88 57 2468 2442 2410 2385 122 88
internal_count=3121 2899 222 192 42 150 121 82 44 2878 2854 2826 57 2769 2747 2719 59 2660 2630 2609 2576 2556 88 57 2468 2442 2410 2385 122 88
is_linear=0
shrinkage=0.1


Tree=8862
num_leaves=31
num_cat=0
split_feature=132 1203 393 50 12 13 15 1208 1208 1209 2 1209 13 401 0 3 133 1210 1213 1210 1209 1210 13 2 1213 1213 16 12 1213 16
split_gain=1.94868e-10 5.93629e-09 3.26482e-09 1.13425e-09 2.821e-10 3.56805e-10 2.94002e-10 1.86515e-10 3.85794e-10 2.39083e-10 2.19395e-09 3.40224e-10 1.4957e-09 2.75201e-10 1.05018e-09 1.07462e-09 6.99315e-10 5.31527e-10 2.99196e-10 2.22787e-09 1.66276e-09 5.7472e-10 5.29641e-10 6.4689e-10 4.83987e-10 4.42636e-10 1.26225e-09 8.03594e-10 5.88507e-10 8.43063e-10
threshold=-0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 0.11527000000000001 0.054800000000000008 0.090325000000000003 0.11846000000000001 0.10480500000000002 -0.087199999999999986 0.084715000000000013 -0.065739999999999979 -0.064619999999999983 -0.078179999999999986 -0.071924999999999989 -0.078084999999999988 0.51114000000000004 0.014175000000000002 -0.088064999999999991 -0.13847499999999999 0.086665000000000006 -0.081369999999999984 -0.0062949999999999994 0.087855000000000003 -0.086394999999999986 -0.077179999999999985 -0.014754999999999999 0.088930000000000023 -0.011424999999999999 -0.080789999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 6 -1 8 9 10 -2 12 -11 14 15 -13 17 18 20 -20 22 -21 23 -15 -23 26 27 -26 29 -27
right_child=2 -3 -4 -5 -6 -7 -8 -9 -10 11 -12 13 -14 16 -16 -17 -18 -19 19 21 -22 24 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-4.2921281905630201e-08 -3.5335491200636048e-07 1.6896278182121889e-06 -1.2801139571649857e-06 -7.9262657123990734e-07 3.458472135554032e-07 -3.9929449696292826e-07 3.7303440151958968e-07 2.7958069921396599e-07 -3.6324194932854755e-07 3.3372868428960787e-07 9.7095114959053955e-07 3.5389770461874994e-07 -8.3355101285475123e-07 2.8451595920549434e-07 7.2363908634542899e-07 -5.407562557593338e-07 -4.4565172280337202e-07 4.6321089484990814e-07 9.8808258243203131e-07 -4.8770380421577406e-07 -9.1939681001547244e-07 -4.4270641410548709e-07 -4.2552675267870659e-07 -2.1103481131490299e-07 1.0355984042575982e-06 -7.8330216114330186e-07 -3.9067076414767147e-07 1.7732799477698792e-07 9.1073525822259351e-09 2.7413969307637109e-08
leaf_weight=113 29 21 20 20 21 24 20 24 29 21 22 29 23 68 25 25 35 25 23 24 23 24 24 43 20 23 20 24 2250 29
leaf_count=113 29 21 20 20 21 24 20 24 29 21 22 29 23 68 25 25 35 25 23 24 23 24 24 43 20 23 20 24 2250 29
internal_value=0 9.09587e-08 -6.86548e-09 -7.85971e-08 1.63094e-09 -4.44107e-08 1.96284e-08 1.97038e-09 -3.60844e-10 3.35904e-09 2.17914e-07 -5.7988e-10 -2.7644e-07 3.85972e-09 1.87786e-07 -6.02939e-08 -1.61305e-09 4.31877e-09 -1.02159e-10 8.54373e-09 -1.33457e-07 -7.89073e-10 4.44046e-10 9.25458e-08 4.10045e-09 8.63272e-09 2.68038e-07 5.67451e-07 1.42076e-09 -3.31172e-07
internal_weight=0 219 2902 198 178 157 133 2882 2858 2829 51 2778 44 2734 79 54 2655 2620 2595 2437 158 2414 135 111 2390 2366 64 44 2302 52
internal_count=3121 219 2902 198 178 157 133 2882 2858 2829 51 2778 44 2734 79 54 2655 2620 2595 2437 158 2414 135 111 2390 2366 64 44 2302 52
is_linear=0
shrinkage=0.1


Tree=8863
num_leaves=31
num_cat=0
split_feature=132 1185 1203 4 4 4 3 4 2 4 0 45 2 1 1 47 13 3 12 43 40 150 151 151 1 16 1 2 49 49
split_gain=1.91696e-10 1.2242e-09 7.5334e-10 1.85316e-10 8.98922e-10 2.2126e-09 1.58028e-09 1.82441e-09 9.59544e-10 2.42011e-09 1.26559e-09 1.11577e-09 1.02587e-09 9.5987e-10 8.32985e-09 6.50907e-09 1.58106e-09 2.43547e-09 1.19307e-09 8.35417e-10 9.31173e-10 7.88829e-10 7.73188e-10 6.96985e-10 1.14848e-09 2.71696e-09 1.09575e-09 1.19643e-09 1.04185e-09 2.33262e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.011559999999999999 -0.0086549999999999978 -0.0092149999999999992 -0.086769999999999986 -0.010384999999999998 0.08647500000000001 -0.0070899999999999991 -0.15599999999999997 0.083445000000000005 0.08734500000000002 0.09202500000000001 0.095025000000000012 0.087235000000000021 -0.088589999999999988 -0.083654999999999993 0.085495000000000015 -0.23714499999999997 -0.083564999999999987 0.10874500000000002 -0.14960499999999996 -0.0033899999999999994 0.093575000000000019 -0.088909999999999989 0.10612500000000001 0.121465 -0.13330999999999996 -0.061079999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 21 5 6 -5 -8 10 -10 -6 12 -11 15 -15 16 -12 -18 -19 -14 -21 22 -3 24 25 -22 -26 -28 -25 -30
right_child=1 3 -4 4 8 -7 7 -9 9 11 13 -13 19 14 -16 -17 17 18 -20 20 23 -23 -24 28 26 -27 27 -29 29 -31
leaf_value=-1.9576416260784679e-08 7.6759852163377218e-07 5.0917941791794878e-07 -5.7444756359968462e-07 6.6293138423365527e-07 8.7299965307672452e-07 1.202349298911155e-06 2.4885189816359341e-07 -9.5006962562200154e-07 -8.5826652530664034e-07 -6.826890232976742e-07 9.6092987175469791e-07 6.9960136697556577e-07 5.8865689011740456e-07 2.163221637943025e-06 2.4706082498345458e-08 -1.650829052093543e-06 -9.533275940043495e-07 -5.7048206435360458e-08 8.3192924489157346e-07 -5.7294775290888684e-07 1.171635683623472e-06 -5.2925776979388202e-07 -2.1043802460131295e-08 6.3426875499317256e-07 -6.7272218302605329e-07 -3.9595056261740191e-08 5.262299309391791e-07 -2.9485259549996306e-07 -1.1594452743679541e-06 -5.5851862330316372e-08
leaf_weight=194 21 28 28 29 22 22 30 22 36 24 22 21 22 20 204 23 20 36 26 31 31 30 1547 20 23 46 36 35 20 452
leaf_count=194 21 28 28 29 22 22 30 22 36 24 22 21 22 20 204 23 20 36 26 31 31 30 1547 20 23 46 36 35 20 452
internal_value=0 6.85674e-09 -8.95602e-08 1.30581e-09 2.97986e-08 3.13017e-07 7.14696e-08 -2.58384e-07 4.86571e-09 -5.70876e-08 1.37243e-07 -1.91869e-08 -3.9585e-08 9.11275e-08 2.15645e-07 -1.28494e-07 2.08176e-07 6.21796e-09 3.15749e-07 -1.80284e-08 -3.72605e-08 -2.12931e-08 -1.16176e-08 -1.22133e-08 1.61703e-07 4.48043e-07 -7.28529e-08 1.21471e-07 -7.26597e-08 -1.02614e-07
internal_weight=0 2899 222 2878 1273 103 81 52 1170 797 373 761 740 351 224 127 104 82 62 716 694 1605 1575 663 171 77 94 71 492 472
internal_count=3121 2899 222 2878 1273 103 81 52 1170 797 373 761 740 351 224 127 104 82 62 716 694 1605 1575 663 171 77 94 71 492 472
is_linear=0
shrinkage=0.1


Tree=8864
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 1204 12 132 1186 390 15 15 12 0 1 1452 1456 1447 1455 1456 159 481 1 12 12 1210 43 12 1210 43 2
split_gain=1.93588e-10 5.37257e-09 3.22104e-09 6.15362e-10 2.00994e-10 1.48855e-09 8.5608e-10 2.31036e-10 2.26545e-10 2.03638e-10 1.73802e-09 6.59269e-10 2.38403e-09 2.68125e-09 1.91497e-09 1.28829e-09 1.84148e-09 1.11708e-09 1.34033e-09 1.13748e-09 1.77985e-09 7.6273e-10 5.47211e-10 5.16077e-09 2.90141e-09 1.90391e-09 2.39259e-09 5.28883e-09 1.65146e-09 1.61191e-09
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.085960000000000023 -0.077669999999999989 0.087505000000000013 -0.011165 -0.091099999999999987 0.087590000000000015 0.050935000000000008 0.083195000000000005 0.083715000000000026 -0.086554999999999979 0.084525000000000003 0.081315000000000012 0.089630000000000015 -0.086279999999999982 -0.097209999999999977 -0.045159999999999999 -0.10909999999999999 -0.085804999999999979 0.075045000000000014 0.088245000000000004 0.087765000000000024 -0.40154499999999999 0.0034250000000000005 0.085355000000000014 -0.07692499999999998 -0.0047449999999999992 0.084985000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 -6 9 -9 -11 12 21 -14 15 16 -13 -18 -19 -20 -21 -12 23 25 -24 26 28 -28 -22 -29
right_child=2 -3 4 -5 7 6 -8 8 -10 10 11 14 13 -15 -16 -17 17 18 19 20 22 -23 24 -25 -26 -27 27 29 -30 -31
leaf_value=-1.4267472494449997e-09 -1.212249625578724e-06 1.5728068102692884e-06 -5.2755006472373433e-07 -5.0024769981566108e-07 -3.4061807927088242e-07 1.3807459243831877e-07 9.6720541069572614e-07 1.6631689209264681e-08 2.3980135371204644e-07 -6.9433012882678345e-07 6.057623734101941e-07 -9.5552637676952326e-07 -1.6667632280586986e-06 -8.3606937921657568e-08 8.9849743384699341e-07 6.9739988282435669e-07 -6.9123047107604698e-07 7.677668639130192e-07 -5.5542192111741117e-07 8.4939715566179078e-07 -7.7964007321185142e-07 -1.2031837264622971e-07 1.1712366753871805e-06 -1.6304350880535002e-06 -8.7894810094601483e-09 -6.3205000060406753e-07 1.9553965371699182e-06 -4.084485792255066e-07 2.8230683289654773e-07 6.1185891676511053e-07
leaf_weight=168 22 22 22 29 20 33 20 1812 39 39 23 21 20 23 24 25 23 23 36 25 32 39 22 21 394 35 20 32 27 30
leaf_count=168 22 22 22 29 20 33 20 1812 39 39 23 21 20 23 24 25 23 23 36 25 32 39 22 21 394 35 20 32 27 30
internal_value=0 9.06615e-08 -6.84084e-09 -7.48572e-08 2.36714e-09 1.63926e-07 4.50954e-07 -1.95262e-09 4.79447e-10 -2.91952e-09 -4.08497e-08 -1.2374e-08 -2.47791e-07 -8.19959e-07 1.89157e-08 -8.64304e-09 -3.24637e-08 -5.54099e-09 1.70858e-08 -8.53093e-09 2.23281e-08 1.49034e-07 -1.14023e-08 -1.48699e-07 5.36157e-08 2.80988e-08 1.91966e-07 5.41382e-07 -2.93664e-07 8.52486e-08
internal_weight=0 219 2902 197 2880 75 53 2805 2785 2746 934 895 105 43 790 766 741 720 697 674 638 62 613 197 416 176 141 82 59 62
internal_count=3121 219 2902 197 2880 75 53 2805 2785 2746 934 895 105 43 790 766 741 720 697 674 638 62 613 197 416 176 141 82 59 62
is_linear=0
shrinkage=0.1


Tree=8865
num_leaves=31
num_cat=0
split_feature=132 1185 1203 45 11 49 34 13 34 1 9 1 2 16 457 1 3 2 376 52 15 123 39 40 12 1 2 2 1420 42
split_gain=1.88611e-10 1.37163e-09 6.05851e-10 1.86093e-10 1.41817e-09 7.44243e-10 4.6325e-10 7.20959e-10 4.37098e-10 1.30449e-09 6.06779e-10 1.75491e-09 1.06531e-09 2.35875e-09 2.1185e-10 9.03559e-10 3.32447e-10 6.72576e-10 2.45268e-10 6.79952e-10 4.00106e-10 3.15624e-10 9.04077e-10 7.49596e-10 3.48433e-10 4.35605e-10 3.14657e-10 2.39869e-09 1.08976e-09 1.02824e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.094030000000000016 -0.014494999999999999 0.13087000000000001 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.11146500000000002 0.091600000000000015 0.12408500000000001 -1.0000000180025095e-35 -0.056919999999999991 -0.11701499999999999 0.091535000000000019 0.31299000000000005 0.14445500000000003 0.049360000000000008 -0.080114999999999978 -0.13843999999999998 0.080750000000000016 0.087470000000000006 -0.080684999999999993 -0.029094999999999999 0.10658000000000002 0.11682500000000001 0.11510000000000002 0.056520000000000008 -0.16797499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -5 7 -6 9 -8 12 -12 13 -10 15 -14 18 -18 21 -20 -21 24 -23 -24 25 -16 27 28 29 -26
right_child=1 3 -4 5 6 -7 8 -9 10 -11 11 -13 14 -15 16 -17 17 -19 19 20 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-2.6066271425853577e-08 8.1206080072401435e-07 7.860386678321844e-07 -5.2366521815981425e-07 -6.4716370388850926e-07 1.1775469230005085e-07 2.0519953171147099e-07 9.2031972542372398e-07 -6.5343315664331724e-07 -1.8894759170962062e-07 -1.2947396684896362e-07 -1.0624906994394225e-06 2.0584172896557599e-07 -2.5530796581007135e-07 1.230790876020778e-06 3.3686098590437352e-08 6.05142093289802e-07 -5.2550089640767003e-07 9.0121965367221231e-08 5.3654258076749692e-07 2.2332730850394003e-07 -3.4243274384948566e-07 -6.8657914919885325e-07 4.575915362490536e-07 -3.3345194765388443e-07 -4.2279346266533528e-07 6.0391598248359176e-07 -1.2290213402214815e-07 1.019473081459202e-06 -7.4201516440552952e-07 1.1735396482469167e-08
leaf_weight=194 21 23 28 20 22 21 20 27 25 29 20 24 23 22 37 26 36 35 31 25 25 26 23 25 56 21 216 23 20 1977
leaf_count=194 21 23 28 20 22 21 20 27 25 29 20 24 23 22 37 26 36 35 31 25 25 26 23 25 56 21 216 23 20 1977
internal_value=0 6.81125e-09 -8.88265e-08 9.35554e-10 3.99246e-09 -2.10587e-07 -2.39953e-09 -3.07186e-07 3.00174e-09 2.99013e-07 -2.33867e-09 -3.70673e-07 3.72671e-09 4.75611e-07 -4.72226e-09 2.01257e-07 -8.64035e-09 -2.22025e-07 -2.59233e-09 1.68583e-07 -5.95527e-08 -8.31228e-09 -2.11659e-07 4.55897e-08 -1.90903e-09 2.40149e-07 -8.0344e-09 3.91716e-09 -7.46023e-09 -2.33918e-10
internal_weight=0 2899 222 2878 2837 41 2814 49 2765 49 2716 44 2672 47 2625 49 2576 71 2505 81 50 2424 74 48 2350 58 2292 2076 2053 2033
internal_count=3121 2899 222 2878 2837 41 2814 49 2765 49 2716 44 2672 47 2625 49 2576 71 2505 81 50 2424 74 48 2350 58 2292 2076 2053 2033
is_linear=0
shrinkage=0.1


Tree=8866
num_leaves=31
num_cat=0
split_feature=40 4 132 1203 1185 50 12 13 15 133 133 130 133 43 0 41 33 45 97 374 147 147 483 479 160 2 150 1375 1455 2
split_gain=1.98252e-10 6.24315e-10 1.93542e-10 5.57448e-09 2.98825e-09 8.98702e-10 2.40009e-10 2.93476e-10 2.50375e-10 1.98041e-10 3.42293e-10 3.30275e-10 3.68313e-10 3.22267e-10 1.06969e-09 4.45442e-10 1.16692e-09 3.29949e-10 3.77853e-10 5.27161e-10 4.01358e-10 5.44229e-10 3.9186e-10 5.23338e-10 3.66816e-10 1.11266e-09 1.91101e-09 2.57189e-09 1.77151e-09 1.46378e-09
threshold=-0.24620999999999996 0.63556000000000001 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.054800000000000008 0.090325000000000003 -0.22627999999999995 -0.16271999999999995 0.093210000000000015 -0.41317499999999996 0.084740000000000024 -0.097274999999999986 0.088520000000000015 -0.0066799999999999993 0.094030000000000016 -0.086464999999999986 0.08987500000000001 0.099730000000000027 0.093875000000000014 -0.47181499999999993 0.11361000000000002 0.089640000000000011 0.11411 0.090480000000000019 0.083830000000000002 -0.06822499999999998 0.10497000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 8 -2 11 -11 12 -6 15 -15 16 -12 18 -18 20 21 22 -20 24 -24 26 27 28 -26 -30
right_child=1 -3 4 -5 9 -7 -8 -9 -10 10 13 -13 -14 14 -16 -17 17 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=3.1384332828565679e-07 -4.4273474021462214e-08 -5.4540945240790151e-07 -1.1661674234760127e-06 1.6410144407278233e-06 6.8349898704524565e-08 -7.0877169108030106e-07 3.1596941610024216e-07 -3.6569830809500084e-07 3.4036790282243605e-07 -3.8614379391788136e-07 6.3283970575866998e-07 -1.5540188815776901e-07 4.6931321256869926e-07 -7.2658029549844432e-07 2.0381994529886208e-08 -3.5152208886469297e-07 -4.2315386281188696e-07 -2.9943266602978317e-07 3.8737358604774073e-07 4.6116544117816938e-07 3.4469604478155297e-07 -4.5142844730715018e-07 2.1884831652369949e-08 -4.8121439665361654e-07 8.1571863936667129e-07 -7.7106397473313421e-07 7.8180340585731756e-07 -1.2204359131828824e-06 -5.5352430439958476e-09 -8.7881287700126798e-07
leaf_weight=20 110 21 22 21 63 20 21 24 20 23 30 32 36 26 73 34 20 35 27 26 35 26 2105 22 22 23 25 20 116 23
leaf_count=20 110 21 22 21 63 20 21 24 20 23 30 32 36 26 73 34 20 35 27 26 35 26 2105 22 22 23 25 20 116 23
internal_value=0 -2.01322e-09 1.69176e-09 9.2971e-08 -5.19243e-09 -7.37413e-08 -1.16643e-09 -4.44122e-08 1.49021e-08 3.79471e-09 -2.00808e-09 1.23881e-07 2.14155e-07 1.2788e-09 -1.7579e-07 8.04967e-09 1.28346e-08 5.46818e-09 9.75394e-09 1.32593e-08 8.49431e-09 3.60968e-09 8.57443e-09 4.23335e-09 8.80912e-09 -1.11385e-07 -3.77311e-08 -1.50926e-07 -1.80682e-08 -1.50034e-07
internal_weight=0 3101 3080 216 2864 195 175 154 130 2842 2711 131 99 2688 99 2589 2555 2525 2490 2470 2444 2409 2383 2356 2334 229 206 181 161 139
internal_count=3121 3101 3080 216 2864 195 175 154 130 2842 2711 131 99 2688 99 2589 2555 2525 2490 2470 2444 2409 2383 2356 2334 229 206 181 161 139
is_linear=0
shrinkage=0.1


Tree=8867
num_leaves=31
num_cat=0
split_feature=13 1186 456 47 1 10 47 128 151 16 1 16 52 1 1 1 150 4 1 12 12 1429 474 1 52 2 12 2 160 51
split_gain=1.86024e-10 6.44821e-10 5.14046e-10 7.21021e-10 4.43518e-09 2.89218e-09 7.84755e-10 5.16298e-10 5.75915e-10 9.91647e-10 5.39894e-10 1.17141e-09 8.61734e-10 6.9139e-10 1.06848e-09 1.83838e-09 9.01233e-10 1.5092e-09 3.15643e-09 1.43251e-09 1.20981e-09 8.64391e-10 1.3832e-09 1.34198e-09 1.05754e-09 8.44242e-10 4.90985e-10 7.88285e-10 4.82226e-10 4.81795e-10
threshold=-0.0034749999999999994 -0.085584999999999981 0.08777500000000002 0.094160000000000008 0.093205000000000024 -1.0000000180025095e-35 0.086785000000000015 0.11059000000000001 -0.10380999999999999 -0.54165499999999989 0.13743000000000002 -0.29154999999999992 0.039215000000000007 0.11103500000000001 0.10708500000000001 0.10557500000000002 0.087380000000000013 -0.0070899999999999991 0.079415000000000013 0.089625000000000024 0.10266500000000002 -0.026244999999999997 0.087440000000000004 0.10254500000000001 -0.24164999999999998 0.11585500000000001 0.051320000000000005 0.11548000000000001 0.55608500000000005 -0.16666999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 -2 3 5 -5 -3 7 8 -7 -10 11 12 -11 14 15 16 17 21 19 -19 -21 -13 23 24 29 -15 27 -6 -1 -23
right_child=1 2 -4 4 26 6 -8 -9 9 10 -12 13 -14 25 -16 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.1956146330307367e-08 5.179151410290901e-07 -1.1030977403784756e-06 -4.4466608998213224e-07 1.3585266289948908e-06 -7.2849565403094349e-07 5.0382682752569963e-07 6.3744643923547265e-07 -4.5958271305773285e-07 -5.2867457647209901e-07 8.6078267694726196e-07 -4.5896566811214668e-07 -5.450501282245602e-07 1.3367982028000823e-08 -8.4275967338953715e-07 6.8602207488766004e-07 -9.0015456283340652e-07 -4.9946839827238618e-07 -5.1498798507054745e-07 1.3823407278743196e-06 9.8170971572894178e-07 -6.8103741282159366e-08 -1.8858609053040708e-07 8.1034591155251058e-07 7.7143036086064461e-07 1.0114108756135488e-08 7.6066787073614254e-08 2.2288356181629105e-07 7.5195095169314865e-08 -5.0530273199456132e-07 -8.8270086138209083e-07
leaf_weight=2117 27 23 23 28 23 25 21 22 32 30 21 27 20 20 25 21 28 25 26 21 23 20 22 21 316 20 28 26 20 20
leaf_count=2117 27 23 23 28 23 25 21 22 32 30 21 27 20 20 25 21 28 25 26 21 23 20 22 21 316 20 28 26 20 20
internal_value=0 3.59717e-08 2.23745e-08 3.38755e-08 2.80754e-07 2.60624e-09 3.41586e-08 1.80197e-08 3.17907e-08 1.58003e-08 4.0479e-08 5.57905e-08 5.21817e-07 1.90955e-08 4.61504e-08 1.80858e-08 5.32098e-08 8.29123e-08 4.43323e-07 8.94901e-08 4.32944e-07 2.539e-09 3.95939e-08 -5.38367e-09 -5.1207e-08 -3.83346e-07 -1.11163e-07 -3.02048e-07 -1.65733e-08 -5.35643e-07
internal_weight=0 984 957 934 105 829 806 785 763 738 706 685 50 635 595 570 549 521 95 69 44 426 399 377 356 40 77 49 2137 40
internal_count=3121 984 957 934 105 829 806 785 763 738 706 685 50 635 595 570 549 521 95 69 44 426 399 377 356 40 77 49 2137 40
is_linear=0
shrinkage=0.1


Tree=8868
num_leaves=31
num_cat=0
split_feature=1446 1446 3 1 1446 1447 52 403 1447 2 4 1455 133 483 158 0 482 482 12 1447 12 142 52 45 1456 15 1453 1454 0 1
split_gain=2.04314e-10 2.36299e-10 1.2017e-09 1.26155e-09 3.67748e-10 4.81464e-10 1.46378e-09 2.95535e-09 1.15827e-09 9.78343e-10 8.25017e-10 2.9621e-10 1.09308e-09 7.84851e-10 4.56004e-10 1.3918e-09 9.38677e-10 6.57984e-10 1.07246e-09 3.84352e-10 3.56471e-10 7.24018e-10 6.96009e-10 3.88345e-10 3.13999e-10 2.10197e-09 7.7283e-10 3.95438e-10 1.45593e-09 1.96115e-09
threshold=0.11655500000000001 0.092750000000000013 -0.082689999999999986 0.088135000000000005 0.089705000000000021 -0.085709999999999995 0.11639500000000001 -1.0000000180025095e-35 -0.08477999999999998 0.086330000000000004 -0.0047449999999999992 -0.097209999999999977 0.08653000000000001 0.13622000000000004 -0.46695499999999995 -0.077809999999999976 0.11117500000000001 0.098465000000000011 0.22926500000000002 -0.082869999999999985 0.12757000000000002 -0.057499999999999989 0.016565000000000003 0.083445000000000005 -0.082809999999999981 -0.067579999999999987 -0.079219999999999985 0.07931500000000001 -0.069444999999999993 0.083835000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 -1 -7 -9 -11 12 -10 14 15 -13 17 18 19 -16 21 -21 -22 24 25 -23 -26 -28 29 -29
right_child=-2 2 3 -5 -6 8 -8 9 11 10 -12 13 -14 -15 16 -17 -18 -19 -20 20 22 23 -24 -25 26 -27 27 28 -30 -31
leaf_value=1.4251930278554765e-06 -2.335962851764241e-07 7.492734056313566e-07 -4.2173926311462361e-07 5.4403947810247442e-07 -3.837670581106068e-07 -7.2927211621473282e-07 -5.2108222312406065e-07 -5.0042319041191758e-07 -7.5089085346359177e-07 -9.2578372716715151e-08 7.639908075547778e-07 2.2044661459507224e-07 2.7057726477153209e-07 6.2727227600589686e-07 4.2284007602824029e-07 -9.3217461142103283e-07 6.8617639016110853e-07 -5.020717472676167e-07 5.9797587492009078e-07 5.6981345282606943e-07 -6.7727159489550106e-07 2.6764939649037699e-07 5.3902768968328021e-08 -3.3244124237638871e-07 6.0754271901584753e-07 -1.0199093660882378e-06 -8.4506157773537145e-09 1.0750069414707955e-06 -4.8073338348331169e-07 -2.2152108826389851e-07
leaf_weight=21 37 25 38 21 25 22 22 21 22 23 22 22 20 20 21 20 20 26 30 22 23 32 30 36 21 21 2390 28 20 20
leaf_count=21 37 25 38 21 25 22 22 21 22 23 22 22 20 20 21 20 20 26 30 22 23 32 30 36 21 21 2390 28 20 20
internal_value=0 2.79852e-09 1.68221e-07 -7.79875e-08 -1.83331e-09 1.37621e-09 2.07659e-07 3.91939e-07 -6.46916e-09 6.31759e-08 3.26189e-07 -8.7786e-10 -2.64477e-07 3.07331e-09 -1.4141e-09 -3.28421e-07 3.59841e-09 -1.42055e-09 3.41128e-09 -3.28427e-09 -6.67005e-09 -1.41652e-09 -2.63399e-07 -6.31023e-09 -1.6733e-09 -2.42515e-07 3.47581e-09 -1.68506e-09 2.36104e-07 5.34787e-07
internal_weight=0 3084 84 59 3000 2975 109 87 2866 66 45 2844 42 2802 2782 42 2740 2720 2694 2664 2643 2590 53 2568 2532 53 2479 2458 68 48
internal_count=3121 3084 84 59 3000 2975 109 87 2866 66 45 2844 42 2802 2782 42 2740 2720 2694 2664 2643 2590 53 2568 2532 53 2479 2458 68 48
is_linear=0
shrinkage=0.1


Tree=8869
num_leaves=31
num_cat=0
split_feature=421 9 13 33 9 147 147 147 34 45 2 13 48 13 47 2 1 15 12 2 156 4 48 49 483 159 159 12 402 12
split_gain=2.58054e-10 5.00012e-10 5.46562e-10 4.71967e-10 5.56723e-10 3.4236e-10 5.93191e-10 2.85961e-10 2.37537e-10 2.25634e-10 2.44857e-10 2.89849e-10 6.52456e-10 7.68691e-10 1.9485e-09 2.2045e-09 1.31635e-09 2.92536e-09 2.0047e-09 2.28887e-09 9.49733e-10 1.75935e-09 8.10144e-10 1.06089e-09 6.85753e-10 1.87864e-09 1.01102e-09 5.79894e-10 2.15561e-09 1.32274e-09
threshold=-1.0000000180025095e-35 0.092410000000000006 -0.0039049999999999992 -0.009184999999999997 0.085555000000000006 0.097985000000000017 0.092070000000000013 0.090115000000000015 -0.086059999999999984 0.094030000000000016 -0.0091949999999999983 -0.0034749999999999994 0.12879500000000002 0.0027400000000000007 0.092165000000000011 0.082850000000000021 0.10254500000000001 -0.076244999999999993 0.089625000000000024 0.10005000000000001 0.092385000000000009 -0.087394999999999987 0.087555000000000008 -0.006494999999999999 0.098395000000000024 0.11084000000000001 0.10141500000000002 0.090345000000000023 0.085065000000000016 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 -5 10 -10 -12 13 14 15 -13 18 -18 19 20 21 -17 23 -23 25 26 27 28 -15 -29
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 11 12 -14 24 -16 16 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-3.5805167300395627e-07 -4.1896800869128331e-07 3.7362195623050609e-08 7.2181972697649156e-07 3.2668537483263293e-07 5.1408172212285584e-07 -3.0085284972053139e-07 4.3636783949119899e-07 -3.6255030266829635e-07 -2.090159025349501e-07 -2.5551385633093561e-07 -1.7074881921404218e-08 1.1173673101438909e-06 -3.972367263457038e-07 -2.4761706342040774e-08 -7.0101389439969361e-07 8.3287197830647917e-07 -1.7496725376017512e-07 1.4214700475652839e-06 8.2576534035477641e-07 -1.0509293098320562e-06 -5.0205832617204282e-07 -7.3808488753002165e-07 4.7020826111127632e-07 1.098808117679558e-07 5.7333254655844722e-07 -8.8724903311761724e-07 6.519016237493958e-07 6.5512994086368377e-07 -1.1122736598930975e-06 -6.9868706203708579e-09
leaf_weight=20 27 28 20 22 21 38 31 22 55 35 1958 28 31 138 22 31 22 24 29 21 24 25 22 36 20 24 24 34 21 268
leaf_count=20 27 28 20 22 21 38 31 22 55 35 1958 28 31 138 22 31 22 24 29 21 24 25 22 36 20 24 24 34 21 268
internal_value=0 2.308e-09 3.22553e-07 -2.72696e-09 9.87017e-10 -2.59867e-09 1.22124e-09 -3.3733e-09 -6.61596e-10 -3.15179e-09 -6.01975e-11 4.04136e-09 5.3029e-08 7.01978e-08 2.02907e-07 2.78808e-07 1.78468e-07 6.57957e-07 6.11462e-08 -7.83127e-08 6.96942e-08 1.90063e-07 -5.00221e-08 -2.37646e-07 -1.04842e-09 -2.36174e-08 1.9119e-08 -1.38241e-08 -1.68395e-07 6.75561e-08
internal_weight=0 3101 48 3053 3026 3005 2967 2936 2914 2892 2857 2802 844 813 284 262 234 46 188 159 138 114 83 61 529 509 485 461 159 302
internal_count=3121 3101 48 3053 3026 3005 2967 2936 2914 2892 2857 2802 844 813 284 262 234 46 188 159 138 114 83 61 529 509 485 461 159 302
is_linear=0
shrinkage=0.1


Tree=8870
num_leaves=31
num_cat=0
split_feature=421 9 2 9 41 41 3 147 147 447 34 2 447 132 50 394 1203 131 133 13 4 124 48 48 160 12 12 45 131 3
split_gain=2.09021e-10 4.05016e-10 4.58612e-10 3.85488e-10 3.26487e-10 8.2942e-10 5.17077e-10 2.71973e-10 4.8698e-10 2.84503e-10 3.09142e-10 4.85311e-10 2.69354e-10 2.85093e-10 6.29693e-09 2.79311e-09 7.59748e-10 2.62452e-10 3.24754e-10 4.8087e-10 2.85935e-10 2.31094e-10 4.83655e-10 1.02787e-09 5.81507e-10 4.00705e-10 1.83408e-09 1.08629e-09 4.53765e-10 4.8883e-10
threshold=-1.0000000180025095e-35 0.092410000000000006 -0.15339499999999998 0.088235000000000022 0.086565000000000017 0.090905000000000014 -0.098469999999999988 0.097985000000000017 0.092070000000000013 0.088380000000000014 -0.08786999999999999 -0.080614999999999978 0.083875000000000019 -0.083284999999999984 0.097510000000000013 0.12358500000000001 0.085960000000000023 -0.076979999999999979 -0.37971999999999995 -0.0082249999999999979 -0.084564999999999987 -0.081719999999999987 0.098160000000000011 0.08790000000000002 0.083670000000000008 -0.010834999999999999 -0.054684999999999991 0.084355000000000013 0.10216000000000001 -0.026224999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 -6 -7 8 9 10 -2 -12 13 14 16 21 17 -13 -19 20 -20 22 23 24 -15 26 28 -27 29 -23
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 11 12 -14 15 -16 -17 -18 18 19 -21 -22 25 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-3.2224649487488932e-07 3.5527323862064955e-07 1.7695149760281006e-08 6.407863739219639e-07 -4.016523165025395e-07 7.5659345327494526e-07 3.3435832312041689e-07 -2.2100831921983103e-07 -2.7076756301886759e-07 3.9273106905614358e-07 -2.7755499026601397e-07 -4.6262506158279354e-07 3.1777327009763216e-07 2.8707480463907588e-07 1.3647025462846061e-08 1.7904926296807844e-06 -1.1904683290708819e-06 -5.1811337952885466e-07 -3.206974752394613e-07 1.3018118658272635e-07 4.4482162420338325e-07 -3.3880711083174204e-07 2.5667904322647571e-07 5.6156582997703353e-07 -5.958716319095662e-07 5.1842038198463516e-07 -8.6229982856760425e-09 -9.5164931235558482e-07 6.2951060886849455e-07 3.9834315078802656e-07 -2.312414531188581e-07
leaf_weight=20 24 27 21 24 20 30 38 38 31 38 23 24 32 74 20 20 33 31 26 23 26 28 21 21 33 2224 25 27 22 77
leaf_count=20 24 27 21 24 20 30 38 38 31 38 23 24 32 74 20 20 33 31 26 23 26 28 21 21 33 2224 25 27 22 77
internal_value=0 2.07498e-09 2.90298e-07 -2.45652e-09 7.06469e-10 1.90503e-07 2.40064e-08 -4.9726e-09 -1.49337e-09 -5.74857e-09 -2.10403e-09 -5.15636e-09 -1.38105e-09 -4.73154e-09 1.15867e-07 -1.33122e-08 -8.96085e-08 1.91658e-08 -4.84434e-08 6.40883e-08 -1.04313e-07 -4.08687e-09 1.16761e-07 4.37848e-08 1.69325e-07 -1.15801e-08 -1.68725e-07 -9.68797e-10 -1.46065e-08 -1.01129e-07
internal_weight=0 3101 48 3053 3029 88 68 2941 2903 2872 2834 2810 2787 2755 183 2572 163 130 106 75 52 2552 149 128 107 2403 152 2251 127 105
internal_count=3121 3101 48 3053 3029 88 68 2941 2903 2872 2834 2810 2787 2755 183 2572 163 130 106 75 52 2552 149 128 107 2403 152 2251 127 105
is_linear=0
shrinkage=0.1


Tree=8871
num_leaves=31
num_cat=0
split_feature=132 1185 1203 34 34 97 9 16 9 30 44 1455 3 129 1 50 4 148 133 403 133 12 3 130 12 12 16 3 12 159
split_gain=2.37815e-10 1.50101e-09 6.87047e-10 1.82372e-10 3.40884e-10 1.72145e-09 6.29929e-10 1.78281e-09 7.62784e-10 4.11374e-10 2.81145e-10 7.29147e-10 2.67107e-10 1.09006e-09 1.2795e-09 9.36291e-10 8.03454e-10 7.70103e-10 7.35651e-10 1.01653e-09 7.10869e-10 7.28938e-10 7.56965e-10 6.58559e-10 1.51774e-09 1.21579e-09 1.95705e-09 1.00773e-09 8.43165e-10 5.39683e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.10561499999999999 -0.057544999999999992 -0.071434999999999985 0.091600000000000015 -0.39185999999999993 0.082870000000000013 0.088510000000000019 0.099360000000000018 0.11922500000000001 -0.095524999999999985 0.086095000000000019 0.077565000000000009 -0.46943999999999991 -0.51843499999999987 -0.081784999999999983 0.094195000000000015 -0.042339999999999996 0.085195000000000007 0.086305000000000007 -0.15713499999999997 0.089120000000000019 0.10149500000000002 0.098330000000000015 0.62925500000000012 -0.15327499999999997 0.10742000000000002 0.10442500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 9 8 -8 10 -5 11 12 13 17 -15 -14 -17 -6 20 -20 21 22 -19 24 25 26 27 -23 -26 -18
right_child=1 3 -4 4 6 -7 7 -9 -10 -11 -12 -13 15 14 -16 16 29 18 19 -21 -22 23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-3.2911468277810872e-08 8.5001734511197801e-07 -2.2872982240789285e-07 -5.6280637910077764e-07 1.5267243922729558e-07 5.6816650300106637e-07 9.8107013273073838e-07 1.6576494940805048e-07 -1.0799090955515566e-06 6.0529154043684863e-07 -4.2077470674619442e-07 -2.9914997357551451e-07 5.7706822463966433e-07 -5.2847239822589081e-07 1.0566492404529488e-06 -3.6995247114646191e-08 -5.5964132478983142e-07 -1.4851080774621144e-08 -5.0214916461870915e-07 1.434864017255677e-07 -6.9650895761529851e-07 5.5556976531079273e-07 8.0297749789064009e-07 6.5915083698402873e-08 -3.0353287560170761e-07 -8.0593156894792636e-07 1.0318656158212682e-06 -6.5017856871106373e-07 1.1862707728719595e-07 8.1861125646236876e-08 1.7393478099602964e-07
leaf_weight=194 21 34 28 29 24 21 27 20 21 22 31 22 35 23 20 26 1975 49 25 34 25 39 45 33 20 22 21 48 23 164
leaf_count=194 21 34 28 29 24 21 27 20 21 22 31 22 35 23 20 26 1975 49 25 34 25 39 45 33 20 22 21 48 23 164
internal_value=0 7.64548e-09 -9.97451e-08 1.49891e-09 4.2513e-09 2.19068e-07 -1.32837e-09 -3.64309e-07 4.93221e-09 -9.46969e-08 2.6966e-10 3.74217e-09 -1.01573e-09 6.90911e-08 5.47977e-07 -1.53876e-08 -7.09296e-09 1.86203e-08 -1.57264e-08 -3.40579e-07 4.32468e-08 5.5325e-10 -2.30204e-07 1.0585e-07 1.8394e-07 3.54289e-07 2.16264e-07 4.25405e-07 -3.31066e-07 -3.76615e-10
internal_weight=0 2899 222 2878 2844 72 2772 47 2725 51 2704 2673 2651 451 43 2200 2165 408 384 59 325 300 94 206 173 130 108 87 43 2139
internal_count=3121 2899 222 2878 2844 72 2772 47 2725 51 2704 2673 2651 451 43 2200 2165 408 384 59 325 300 94 206 173 130 108 87 43 2139
is_linear=0
shrinkage=0.1


Tree=8872
num_leaves=31
num_cat=0
split_feature=132 1185 1203 39 33 15 47 47 0 4 47 1365 1 1 13 480 1 159 484 483 12 50 2 480 1447 402 50 15 40 2
split_gain=1.92606e-10 1.21585e-09 5.56507e-10 1.82988e-10 8.34832e-10 4.86416e-10 3.49732e-10 1.89378e-09 1.52607e-09 5.01247e-09 5.56469e-10 3.41522e-10 3.18437e-10 3.10941e-09 4.76531e-09 1.20498e-09 8.40269e-10 8.7622e-10 8.25349e-10 1.57852e-09 7.49434e-10 6.09066e-10 1.39403e-09 1.06195e-09 6.65338e-10 5.67251e-10 5.82875e-10 5.18712e-10 1.2043e-09 1.0816e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -1.0000000180025095e-35 -0.009184999999999997 -0.033689999999999991 0.094160000000000008 0.090100000000000013 -0.10151999999999999 0.08184000000000001 0.097970000000000015 0.085025000000000017 0.094220000000000012 0.092390000000000014 -0.080759999999999985 0.11240000000000001 0.096860000000000016 -0.43709499999999996 0.10126500000000001 0.096720000000000014 0.094375000000000014 -0.099524999999999988 0.11448000000000001 0.096680000000000016 0.056670000000000005 0.085065000000000016 0.091320000000000012 -0.45963999999999994 -0.07632499999999999 0.11510000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -3 7 11 9 -8 -10 12 13 15 -15 21 20 -18 19 25 -14 22 -6 24 -23 26 27 28 -19 -29
right_child=1 3 -4 4 6 -7 8 -9 10 -11 -12 -13 16 14 -16 -17 17 18 -20 -21 -22 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-2.9620820618754468e-08 7.6501980423754068e-07 -7.0129418272557587e-08 -5.0652572005966644e-07 -5.2688661450398897e-07 7.6848135378781989e-07 5.3277226124523824e-07 1.7246930023502401e-06 -7.4975738073971227e-07 -5.1410255330417634e-07 -1.1609578436377889e-08 1.8359258681819706e-08 3.4283064859005996e-07 4.7869944162150872e-08 -1.9471805179889437e-06 -7.0155463941103481e-08 5.8946466665207378e-07 6.5319189897785516e-07 3.0798003081144998e-07 -6.1980625624918122e-07 8.6928362382617971e-07 7.1211796554036613e-07 -4.5909036980514589e-09 -2.7952889289715376e-07 -7.1262578635675959e-07 -4.9634383863913655e-07 -5.3710226595171666e-07 -3.7111849960855115e-07 -3.2385174110854071e-08 -5.4414043222682582e-07 3.1837594436574578e-07
leaf_weight=194 21 32 28 30 30 23 23 34 22 60 182 29 33 21 38 34 21 27 21 21 35 1584 22 22 28 20 38 276 43 129
leaf_count=194 21 32 28 30 30 23 23 34 22 60 182 29 33 21 38 34 21 27 21 21 35 1584 22 22 28 20 38 276 43 129
internal_value=0 6.87435e-09 -8.9771e-08 1.34236e-09 -2.17722e-09 1.81993e-07 3.45876e-09 -8.51644e-09 1.08023e-07 4.69535e-07 -3.90631e-08 1.67863e-09 -2.37107e-09 -2.4428e-08 -7.38249e-07 5.76845e-11 5.67243e-08 1.87267e-08 -4.44507e-09 1.88809e-08 3.89762e-07 -1.18283e-08 3.25092e-07 -2.25504e-08 -1.31325e-08 -1.46246e-08 5.74485e-09 3.58939e-08 -2.15465e-07 7.93387e-08
internal_weight=0 2899 222 2878 2823 55 2793 2506 287 83 204 2472 2443 1779 59 1720 664 596 575 554 68 1686 52 1634 1612 533 513 475 70 405
internal_count=3121 2899 222 2878 2823 55 2793 2506 287 83 204 2472 2443 1779 59 1720 664 596 575 554 68 1686 52 1634 1612 533 513 475 70 405
is_linear=0
shrinkage=0.1


Tree=8873
num_leaves=31
num_cat=0
split_feature=1204 402 0 42 2 1210 1186 133 132 393 1185 50 4 16 15 132 43 42 43 0 43 43 12 160 4 129 43 403 133 43
split_gain=2.0203e-10 2.03598e-10 1.70071e-09 1.02502e-09 5.506e-10 3.66688e-10 1.97994e-10 1.32931e-09 7.28738e-10 7.65524e-09 5.64505e-09 4.11926e-10 3.13309e-10 3.52558e-10 3.73116e-10 3.78107e-10 2.56173e-10 5.21072e-10 4.46044e-10 9.23989e-10 4.05477e-10 8.04505e-10 3.761e-10 3.55031e-10 3.8594e-10 3.48057e-10 2.981e-10 1.62476e-09 1.86521e-09 8.71822e-10
threshold=1.0000000180025095e-35 -0.44724499999999995 -0.072594999999999979 0.11747 0.086285000000000014 0.24726500000000004 0.057025000000000006 -0.025314999999999994 -0.083284999999999984 0.10389500000000002 -0.083264999999999992 0.09227500000000001 -0.086254999999999984 -0.095094999999999985 -0.066844999999999988 -0.13852999999999996 0.16180500000000003 -0.067534999999999998 0.07827000000000002 -0.097274999999999986 0.05259500000000001 0.062770000000000006 0.096645000000000009 -0.0094199999999999978 -0.03898999999999999 0.10567500000000001 0.0034250000000000005 0.03138500000000001 -0.030254999999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 9 11 -10 12 -3 -14 -15 -16 18 -18 20 -20 25 -22 -19 -21 -25 26 29 28 -28 -12
right_child=-2 5 -4 -5 -6 -7 7 -9 10 -11 16 -13 13 14 15 -17 17 22 19 23 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-5.6496486564583395e-07 2.2616958863007031e-07 -3.273432021444478e-07 -9.5955749593201742e-07 6.6880797795593458e-07 1.7705919731270114e-07 3.9066821007812297e-07 1.1332878070228793e-07 -6.6017480428330819e-07 -1.683606508322555e-06 2.0421260967395937e-06 -5.7530332433094482e-09 -3.9929106448583371e-07 -1.8941758147169216e-07 5.0687006967515506e-07 -1.7682625525594633e-07 3.6897847725082434e-07 -2.190344975109123e-07 1.4981110739889551e-07 -6.4268833287170228e-07 2.8031170813320657e-07 7.4264621306693617e-07 -3.343578326104749e-08 6.3426982370112297e-07 9.0538838245871995e-08 -4.2568070780037356e-07 2.9175401675018978e-07 8.2226601486686729e-08 4.0872439944121596e-07 -1.1044535620351746e-06 5.6588957127806443e-07
leaf_weight=20 39 20 20 21 20 24 68 33 20 20 2248 26 30 28 30 22 28 59 33 27 22 34 22 30 28 40 26 29 27 27
leaf_count=20 39 20 20 21 20 24 68 33 20 20 2248 26 30 28 30 22 28 59 33 27 22 34 22 30 28 40 26 29 27 27
internal_value=0 -2.86765e-09 -1.59312e-07 1.03063e-07 -1.93953e-07 1.35495e-09 -1.78362e-09 -1.394e-07 3.04923e-09 2.00208e-07 -9.80262e-09 -3.5935e-08 3.67362e-08 1.02932e-07 2.12564e-07 5.40911e-08 2.68845e-09 1.52842e-07 -3.67747e-09 -1.93586e-07 5.45798e-09 2.71454e-07 2.81392e-07 -1.92292e-08 -1.58671e-07 -7.56357e-10 -5.72047e-09 -1.93041e-07 -5.22309e-07 1.0313e-09
internal_weight=0 3082 81 61 40 3001 2977 101 2876 176 2700 156 130 110 80 52 2680 109 2571 118 2453 56 81 85 58 2397 2357 82 53 2275
internal_count=3121 3082 81 61 40 3001 2977 101 2876 176 2700 156 130 110 80 52 2680 109 2571 118 2453 56 81 85 58 2397 2357 82 53 2275
is_linear=0
shrinkage=0.1


Tree=8874
num_leaves=31
num_cat=0
split_feature=132 394 1203 483 12 483 482 482 12 39 52 480 480 483 158 1 1 1 2 50 133 12 12 13 13 0 1208 2 13 52
split_gain=2.22194e-10 1.11519e-09 7.51709e-10 2.16679e-10 1.00521e-09 4.31322e-10 4.68637e-10 4.03844e-10 9.81299e-10 7.37703e-10 7.09211e-10 2.90605e-10 5.88699e-10 3.46267e-10 4.43654e-10 3.55124e-10 7.4122e-09 5.75952e-09 8.0115e-10 6.5537e-10 2.24547e-09 6.67554e-10 2.14481e-09 1.81592e-09 3.45476e-09 3.29954e-09 1.09245e-09 9.91356e-10 9.79826e-10 9.58795e-10
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.12236500000000002 0.094435000000000005 0.11517500000000001 0.11191500000000001 0.090355000000000005 0.089005000000000015 0.15619500000000003 -0.026204999999999996 0.11191000000000002 0.10344000000000002 -0.47356499999999996 0.13634500000000002 0.09253500000000002 0.093100000000000002 0.091535000000000019 -0.013254999999999998 -0.099524999999999988 0.090665000000000009 0.096990000000000007 0.096075000000000008 -0.046499999999999993 -0.063184999999999977 -0.070154999999999981 0.106285 0.11293500000000002 -0.15416999999999995 0.10473500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 7 9 10 11 -9 12 13 -2 15 17 -17 18 -15 20 -20 22 26 24 25 -23 28 -27 -21 -25
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 -12 -13 -14 14 -16 16 -18 -19 19 21 -22 23 -24 29 -26 27 -28 -29 -30 -31
leaf_value=-3.8270210014164904e-08 -3.7311917632602369e-07 7.1653469717603009e-07 -6.818594437163484e-07 -6.1855928866602234e-07 2.2145797662813429e-07 4.4680058072737503e-07 -4.0477594652596083e-07 -2.6823988922127946e-07 8.1485476425227504e-07 -6.052536354239635e-07 4.375478115529556e-07 2.9060211472499632e-07 -5.0316354541055455e-07 6.3307227549103118e-07 4.7763879791773437e-07 1.9601246219735915e-06 1.1862147295704717e-08 -1.3502821541777622e-06 -2.4414723272824493e-07 -5.5834502452019784e-07 1.1652404747053425e-06 -1.141681605728214e-06 9.4897854220713875e-07 -1.1568267175752393e-07 -1.6814585768543113e-06 7.6896142863841743e-07 -7.0359313817582669e-07 -1.5950430155419823e-07 1.9590144657322553e-08 4.6024160380467234e-07
leaf_weight=196 24 22 20 28 29 22 28 35 21 20 24 35 23 20 20 20 827 32 26 30 20 24 24 98 20 23 22 23 1324 41
leaf_count=196 24 22 20 28 29 22 28 35 21 20 24 35 23 20 20 20 827 32 26 30 20 24 24 98 20 23 22 23 1324 41
internal_value=0 7.26487e-09 -9.78618e-08 1.85247e-09 -1.91182e-07 5.74595e-09 2.28546e-09 6.39127e-09 2.27809e-07 -1.78981e-10 1.88602e-08 4.34325e-09 5.49589e-10 4.97488e-09 8.47305e-09 4.82763e-09 5.7866e-08 -2.11848e-08 3.90729e-09 -3.60513e-09 3.6863e-07 -1.41164e-08 1.17739e-08 -1.72397e-07 -5.22356e-07 -1.91183e-07 -4.57271e-09 3.04729e-07 6.78508e-09 5.41943e-08
internal_weight=0 2905 216 2883 57 2826 2804 2776 80 2696 59 2676 2641 2618 2594 2574 847 1727 1695 1675 46 1629 1400 229 90 70 1376 46 1354 139
internal_count=3121 2905 216 2883 57 2826 2804 2776 80 2696 59 2676 2641 2618 2594 2574 847 1727 1695 1675 46 1629 1400 229 90 70 1376 46 1354 139
is_linear=0
shrinkage=0.1


Tree=8875
num_leaves=31
num_cat=0
split_feature=448 1348 158 46 159 159 3 1446 1447 157 484 1447 403 1453 1453 51 49 51 1452 484 130 0 42 1 156 1456 157 51 1 157
split_gain=1.94073e-10 4.54499e-10 2.42514e-10 2.48044e-10 2.53811e-10 9.3868e-10 8.14612e-10 3.00255e-10 2.41426e-10 9.32458e-10 4.64474e-10 4.54599e-10 1.19605e-09 9.265e-10 3.81771e-10 4.95831e-10 8.86385e-10 3.38048e-10 4.24795e-10 4.68313e-10 2.12595e-09 1.28087e-09 1.09291e-09 9.66897e-10 2.98214e-10 1.12422e-09 6.46627e-10 2.20482e-09 9.74759e-10 9.54878e-10
threshold=0.068920000000000023 0.091105000000000005 -0.47382999999999992 0.10123000000000001 -0.46871499999999994 -0.45371999999999996 -0.077564999999999981 -0.073109999999999994 -0.086849999999999997 -0.081579999999999986 -0.081109999999999988 -0.086279999999999982 -0.56738999999999995 -0.087504999999999986 -0.079219999999999985 -0.46007999999999993 0.11136000000000001 -0.43587999999999999 0.094585000000000016 0.10126500000000001 -0.23123999999999997 -0.080689999999999984 0.086375000000000021 0.16540500000000002 0.09747500000000002 0.11772000000000001 -0.0041249999999999993 -0.076794999999999988 0.10672000000000002 0.10645500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -7 9 -9 -11 -10 -13 -14 -15 16 -16 -17 19 20 -19 22 -21 24 25 -22 27 -26 -29 -28
right_child=-2 -3 3 -5 5 7 -8 8 11 10 -12 12 13 14 15 17 -18 18 -20 21 23 -23 -24 -25 26 -27 29 28 -30 -31
leaf_value=-3.1196563895719012e-07 -3.1050512504293694e-07 3.8934715509716027e-07 -1.0922412889691203e-07 2.9183089950414609e-07 -5.7208658035804169e-07 3.3158625061833783e-07 6.8124713311331937e-07 7.5430213655636188e-07 -4.6053346367939832e-07 -4.0857812022988499e-07 2.4891881738850233e-07 7.3026111367239963e-07 -6.1600881201684399e-07 3.1902653413832619e-07 -7.7202108939119458e-07 4.0633905655340642e-07 1.1583427976802342e-07 9.7598898440248222e-07 4.0395893634581627e-07 -3.9767537049328894e-07 -8.5355609479671947e-09 -7.6461791148100642e-07 5.4706861725151161e-07 -6.567140970851736e-07 1.1545137083331888e-06 -7.4351662371035286e-07 -5.546147234422197e-07 -5.6527459776134496e-07 2.7095708514378739e-07 1.3496301487096799e-07
leaf_weight=25 20 30 32 29 29 27 22 20 22 21 22 22 25 36 23 20 22 22 25 25 2316 30 24 23 23 21 28 20 46 71
leaf_count=25 20 30 32 29 29 27 22 20 22 21 22 22 25 36 23 20 22 22 25 25 2316 30 24 23 23 21 28 20 46 71
internal_value=0 2.00493e-09 -1.77894e-09 7.66915e-10 -2.03085e-09 -5.94645e-09 2.1282e-07 -3.50657e-10 -3.43366e-09 1.90192e-07 -7.21843e-08 -7.72285e-09 -4.19278e-09 -9.96349e-09 -4.50363e-09 -8.75594e-09 -3.37958e-07 -3.25701e-09 -6.32056e-09 -1.01926e-08 -2.82076e-09 -2.5001e-07 6.50564e-08 -1.1272e-08 -5.39275e-09 -1.514e-08 1.15774e-07 3.11375e-07 1.75535e-08 -6.00691e-08
internal_weight=0 3101 3071 3046 3017 2963 54 2934 2907 63 43 2844 2822 2800 2775 2739 45 2694 2674 2649 2570 79 49 2548 2525 2337 188 89 66 99
internal_count=3121 3101 3071 3046 3017 2963 54 2934 2907 63 43 2844 2822 2800 2775 2739 45 2694 2674 2649 2570 79 49 2548 2525 2337 188 89 66 99
is_linear=0
shrinkage=0.1


Tree=8876
num_leaves=31
num_cat=0
split_feature=130 39 132 1185 393 50 42 12 133 142 45 2 4 4 2 3 2 0 1375 0 47 33 1375 52 0 16 13 150 48 3
split_gain=2.29595e-10 5.04838e-10 2.18002e-10 1.37514e-09 4.91423e-10 2.9636e-10 2.26703e-10 2.45145e-10 8.13832e-10 7.10907e-10 3.89259e-10 1.11592e-09 2.76626e-10 1.05588e-09 2.9233e-09 3.52501e-09 1.03866e-09 2.07261e-09 1.73761e-09 1.24559e-09 7.61894e-09 6.11295e-09 9.23695e-10 9.18892e-10 1.68831e-09 1.70994e-09 9.13031e-10 8.01719e-10 1.55406e-09 3.63561e-09
threshold=-0.23647499999999996 0.15438500000000002 -0.083174999999999985 -0.083264999999999992 0.10483000000000002 0.09227500000000001 -0.23802999999999999 0.12757000000000002 0.057185000000000007 -0.057499999999999989 0.083445000000000005 0.11389000000000002 -0.010655 -0.0086549999999999978 0.087545000000000026 -0.084724999999999981 0.08647500000000001 -0.14723999999999998 -0.090674999999999992 -0.10224499999999999 0.092710000000000015 -0.0066799999999999993 -0.15308499999999997 -0.13993999999999998 -0.090644999999999989 -0.097644999999999996 -0.085669999999999982 0.090480000000000019 -0.072824999999999987 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -5 9 -9 -8 12 -12 22 14 -14 -16 17 -15 -18 20 -19 -21 -11 -23 25 26 -25 -20 -29 -30
right_child=1 -3 3 6 -6 -7 7 8 -10 10 11 -13 13 16 15 -17 18 19 27 21 -22 23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-3.3773171111306514e-07 1.1472184585501532e-08 4.5903671382537442e-07 8.1223345205216901e-07 2.9395852939510056e-07 -4.8086758671819688e-07 -3.4606593009845745e-07 5.6742915588033198e-07 -7.1514659168769871e-07 1.140384403368381e-07 -6.6939425277145019e-07 -8.291470061565287e-07 1.5966794717314771e-07 -3.664002761148556e-07 1.0337909590703021e-06 1.903725873262374e-06 8.8480387306765856e-08 -7.0291842214432202e-07 6.5050250522734707e-07 -6.256510604048863e-08 1.7759641113198915e-06 -1.6911485761994528e-06 5.3410760039174219e-07 -1.6754665987004251e-08 -3.7898302347609089e-07 1.8580303174919878e-07 -9.6620624630006095e-07 4.932893759601597e-07 -3.7322215234780743e-07 -7.4665133056709339e-09 1.4646430272478029e-06
leaf_weight=20 164 24 21 26 29 27 22 20 29 22 21 25 29 25 20 23 39 33 588 22 24 32 1520 30 128 32 20 30 51 25
leaf_count=20 164 24 21 26 29 27 22 20 29 22 21 25 29 25 20 23 39 33 588 22 24 32 1520 30 128 32 20 30 51 25
internal_value=0 2.17674e-09 -1.38668e-09 5.99955e-09 -9.73068e-08 -3.90699e-08 2.95479e-11 -2.69008e-09 -2.24404e-07 1.24473e-09 -3.30294e-09 -2.91748e-07 1.62408e-09 3.87206e-08 4.09499e-07 9.32781e-07 1.39791e-08 1.56783e-07 -5.3429e-08 8.84802e-08 -3.35456e-07 1.80012e-07 -2.6066e-08 3.49253e-08 -4.11405e-08 -3.95394e-07 -3.00741e-08 -1.69304e-08 2.36213e-07 4.7678e-07
internal_weight=0 3101 3077 2857 220 191 2836 2810 49 2761 2739 46 2693 1151 72 43 1079 346 733 321 57 264 1542 242 210 82 50 694 106 76
internal_count=3121 3101 3077 2857 220 191 2836 2810 49 2761 2739 46 2693 1151 72 43 1079 346 733 321 57 264 1542 242 210 82 50 694 106 76
is_linear=0
shrinkage=0.1


Tree=8877
num_leaves=31
num_cat=0
split_feature=421 9 33 13 9 147 448 40 120 45 104 10 4 2 48 4 4 51 1213 13 4 52 15 133 160 150 1 1 48 12
split_gain=2.14438e-10 4.02744e-10 5.47574e-10 4.77295e-10 4.12916e-10 2.37458e-10 4.45295e-10 2.41404e-10 4.51984e-10 2.44265e-10 2.63889e-10 2.92834e-10 5.36626e-10 4.06437e-10 2.44984e-10 2.4227e-10 3.27373e-10 3.20169e-10 1.62986e-09 3.34731e-09 7.93118e-09 1.43946e-09 1.94462e-09 1.11155e-09 7.35509e-10 8.95847e-10 7.47992e-10 1.15416e-09 7.7297e-10 6.42602e-10
threshold=-1.0000000180025095e-35 0.092410000000000006 -0.009184999999999997 -0.0039049999999999992 0.085555000000000006 0.097985000000000017 1.0000000180025095e-35 -0.24290999999999999 0.091385000000000008 0.094030000000000016 0.088500000000000009 -0.086389999999999981 -0.0024449999999999997 -0.045829999999999989 -0.09386499999999999 -0.58204499999999992 -0.51843499999999987 0.078435000000000019 -0.083944999999999978 -0.090639999999999984 -0.013514999999999998 -0.19683499999999995 0.093115000000000017 0.12599500000000005 0.11205000000000002 0.087380000000000013 0.08592000000000001 0.102705 0.084170000000000009 0.08598500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 -4 9 10 11 12 -9 -13 -15 -16 -17 -18 -19 20 -20 -21 23 24 25 26 28 -28 29 -23
right_child=1 3 4 -5 -6 -7 -8 8 -10 -11 -12 13 -14 14 15 16 17 18 19 21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-3.2639135440604148e-07 -4.5075577822394226e-07 2.3012193649053971e-08 -3.4798277965819584e-07 6.6262916107007188e-07 4.4347235914409838e-07 -2.4989275700411448e-07 4.3997973910375985e-07 9.4316950076087938e-08 4.6288524623876239e-07 -2.6529952208420581e-07 -3.6148738464802936e-07 4.2577804557051586e-07 -5.8878728208726547e-07 -2.671717492467341e-07 3.537006583087532e-07 -2.994837217329405e-07 2.2619672754657094e-08 7.2363628855024835e-07 -2.43563249938461e-06 5.6882012572510246e-07 4.8054147170104345e-08 -5.4063527828851014e-07 6.6568466118335509e-07 -8.706697026842189e-07 4.2589372266933349e-07 -7.4436361492402629e-07 6.6219970591419046e-07 -2.1069447794533602e-07 -6.7962074391895546e-07 7.8265222007926684e-08
leaf_weight=20 27 28 20 20 21 38 23 23 21 35 20 23 23 33 20 35 2297 24 20 39 36 23 31 21 23 24 28 33 30 62
leaf_count=20 27 28 20 20 21 38 23 23 21 35 20 23 23 33 20 35 2297 24 20 39 36 23 31 21 23 24 28 33 30 62
internal_value=0 2.10611e-09 -2.41266e-09 2.89519e-07 1.58775e-09 -1.50029e-09 1.68101e-09 -1.7432e-09 6.25058e-10 -2.71888e-09 4.85552e-10 3.0275e-09 -2.47235e-07 7.13602e-09 3.67119e-09 6.92604e-09 4.38184e-09 8.33401e-09 -7.49507e-08 -1.26751e-07 -8.38977e-07 2.7025e-10 -8.03605e-08 -1.75145e-07 -1.09647e-07 -1.71234e-07 -9.30802e-08 1.89978e-07 -2.43224e-07 -8.9202e-08
internal_weight=0 3101 3053 48 3026 3005 2967 2944 2924 2903 2868 2848 46 2802 2779 2746 2726 2691 394 370 56 314 275 244 223 200 176 61 115 85
internal_count=3121 3101 3053 48 3026 3005 2967 2944 2924 2903 2868 2848 46 2802 2779 2746 2726 2691 394 370 56 314 275 244 223 200 176 61 115 85
is_linear=0
shrinkage=0.1


Tree=8878
num_leaves=31
num_cat=0
split_feature=120 1 120 1 33 9 97 34 34 46 0 376 2 48 2 48 151 9 2 40 123 40 148 148 1 1 1 1 156 475
split_gain=2.11089e-10 3.5753e-10 9.32738e-10 5.39085e-10 3.82541e-10 2.63219e-10 5.68869e-10 3.61069e-10 5.29533e-10 3.73646e-10 6.39575e-10 3.24411e-10 7.0276e-10 6.56884e-10 4.18584e-10 3.65412e-10 9.7939e-10 3.44983e-10 6.31258e-10 3.00055e-10 8.99872e-10 4.27523e-10 3.08975e-10 3.1392e-10 2.79494e-10 2.35146e-09 1.67624e-09 1.00204e-09 6.92049e-10 8.77118e-10
threshold=0.09852000000000001 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 -0.044254999999999996 -0.08619499999999998 -0.084074999999999983 -0.010024999999999997 -0.08786999999999999 0.10253500000000002 -0.26609999999999995 0.049360000000000008 0.10527500000000002 0.085790000000000019 0.13404500000000005 -0.089814999999999992 -0.080454999999999985 0.091600000000000015 -1.0000000180025095e-35 -0.083564999999999987 0.088205000000000019 -0.079414999999999986 -0.10665499999999999 -0.086074999999999985 0.10684 0.10471500000000002 0.10727500000000002 0.10337500000000001 -0.093169999999999989 -0.40672499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 -7 10 -9 15 13 -13 -14 16 -12 18 -17 20 -20 -21 -23 -24 25 27 -26 28 -25 -30
right_child=-2 -3 -4 -5 5 7 -8 9 -10 -11 11 12 14 -15 -16 17 -18 -19 19 21 -22 22 23 24 26 -27 -28 -29 29 -31
leaf_value=4.3625303078442815e-07 -3.0183379116668066e-07 3.8670689358847694e-07 -6.3519652678184251e-07 4.8632282581296677e-07 -1.2484757789366088e-07 7.9634676703116624e-08 6.2938643281995614e-07 5.392118974999573e-07 -5.175150408573163e-07 -4.2125513980787832e-07 -2.0551708666477247e-07 8.5691550023883873e-07 -3.5304745788030582e-07 8.4149306835777024e-08 2.5546377543150809e-07 5.0193912386475865e-07 6.9868310242782171e-07 -3.0819231824352758e-07 -6.8755734498419474e-07 4.5174924935054155e-07 2.0880054246877731e-07 -3.9439378161616679e-07 3.6687125786598204e-07 4.6372605870528201e-07 -9.6327446445208082e-07 8.379745911256439e-07 -3.9407139733121222e-08 -6.550902517924821e-07 -6.7130406165460956e-07 -5.9554416810477176e-09
leaf_weight=20 23 24 23 23 20 27 20 22 33 21 23 22 26 22 20 24 25 39 24 20 21 21 22 31 21 33 303 24 20 2124
leaf_count=20 23 24 23 23 20 27 20 22 33 21 23 22 26 22 20 24 25 39 24 20 21 21 22 31 21 33 303 24 20 2124
internal_value=0 2.23728e-09 -7.64433e-10 4.01824e-09 3.54765e-10 -2.5435e-09 2.52269e-07 -5.97763e-09 -2.48798e-07 -9.6759e-10 2.08958e-09 -2.03492e-09 1.84816e-07 4.70532e-07 -8.84774e-08 -8.09496e-09 2.65421e-07 -1.29093e-08 -8.62508e-09 -1.32248e-08 -2.69257e-07 -8.82557e-09 -1.23698e-08 -9.25791e-09 -1.24953e-08 1.03523e-10 -9.92874e-08 -1.24703e-08 -5.37928e-09 -1.21621e-08
internal_weight=0 3098 3074 3051 3028 3008 40 2968 60 2908 2887 2865 90 44 46 2775 48 2727 2688 2664 45 2619 2599 2578 2556 2232 324 2199 2175 2144
internal_count=3121 3098 3074 3051 3028 3008 40 2968 60 2908 2887 2865 90 44 46 2775 48 2727 2688 2664 45 2619 2599 2578 2556 2232 324 2199 2175 2144
is_linear=0
shrinkage=0.1


Tree=8879
num_leaves=31
num_cat=0
split_feature=1429 156 1429 156 156 156 3 156 156 156 16 156 475 157 12 157 2 1 4 456 456 1375 2 1365 448 1348 130 376 1 40
split_gain=2.03125e-10 7.02449e-10 3.7022e-10 2.10916e-10 3.8044e-10 1.16106e-09 1.05604e-09 8.32522e-10 3.70713e-10 6.48276e-10 3.34995e-09 6.81982e-10 3.43406e-10 5.51567e-10 3.1813e-10 3.63796e-10 5.17622e-10 4.78883e-10 2.92705e-10 2.88356e-10 5.51102e-10 5.04075e-10 4.38793e-10 3.91168e-10 4.1361e-10 8.84395e-10 3.82795e-10 3.89634e-10 6.72373e-10 5.52025e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.10068000000000001 0.092385000000000009 0.091255000000000017 -0.080734999999999987 0.090100000000000013 0.089090000000000016 0.08759500000000002 -0.0087049999999999992 0.086945000000000008 0.05680000000000001 0.23903500000000003 0.10463500000000002 0.11933000000000001 0.088300000000000003 0.10022000000000002 0.50996500000000011 0.091580000000000009 0.089955000000000021 -0.13067499999999996 0.08919500000000001 0.085025000000000017 0.030280000000000001 0.089175000000000018 -0.23123999999999997 0.087010000000000018 0.16540500000000002 -0.049474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -6 8 9 11 -11 12 13 19 15 16 -5 -18 -19 20 21 -4 -21 24 25 26 -23 28 -28 -29
right_child=1 -3 3 14 6 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 17 18 -20 22 -22 23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-3.0277871762119837e-07 -4.1043441750720046e-07 5.9288231113896483e-07 -3.8176118242258135e-07 4.1605041478797219e-07 1.9704792699169207e-07 7.405022145013348e-07 -7.511955251023513e-07 -6.1857858471822435e-07 3.988095296785619e-07 -1.0921093277715955e-06 5.3666573731818612e-07 4.7644169669069926e-07 -3.5137469033433684e-07 4.9930853488175131e-07 -2.6162228110138132e-07 4.3916521552173692e-07 -4.3829438496345578e-07 3.0490304226304948e-07 -1.7532160967448362e-07 5.0340725086885279e-07 -5.3184049747301293e-07 4.0920968480406827e-07 -5.2740195838470207e-09 3.1877938320391014e-07 -4.1763147985799761e-07 6.4570231134417737e-07 -1.153470658049714e-08 4.3303833889235029e-07 -5.9382963627285797e-07 -1.9012262257655539e-07
leaf_weight=22 22 20 35 31 23 21 24 22 23 28 23 30 28 22 20 36 24 30 22 28 20 22 43 38 24 21 2334 44 20 21
leaf_count=22 22 20 35 31 23 21 24 22 23 28 23 30 28 22 20 36 24 30 22 28 20 22 43 38 24 21 2334 44 20 21
internal_value=0 2.15594e-09 -1.68119e-09 1.26044e-09 -4.97334e-09 -3.14808e-10 -2.87161e-07 -5.81982e-09 -1.01215e-09 -4.31884e-09 -3.57564e-07 2.28024e-09 -2.98822e-09 6.62535e-10 1.11939e-07 1.64185e-07 7.16684e-08 -6.88033e-08 1.01731e-07 -3.47717e-09 -8.95041e-09 -4.86374e-09 1.95333e-07 3.62653e-10 -4.50454e-09 -4.77305e-10 -6.03641e-09 -9.81293e-09 -1.6482e-08 2.31709e-07
internal_weight=0 3099 3079 3057 2894 2847 47 2826 2804 2781 51 2730 2700 2672 163 143 107 76 52 2650 2579 2559 71 2524 2486 2462 2441 2419 2354 65
internal_count=3121 3099 3079 3057 2894 2847 47 2826 2804 2781 51 2730 2700 2672 163 143 107 76 52 2650 2579 2559 71 2524 2486 2462 2441 2419 2354 65
is_linear=0
shrinkage=0.1


Tree=8880
num_leaves=31
num_cat=0
split_feature=130 12 132 1203 1185 50 39 33 12 47 47 9 3 47 2 47 52 131 0 160 484 1 148 447 41 16 147 151 10 12
split_gain=2.2066e-10 4.99571e-10 2.11565e-10 5.70915e-09 2.87872e-09 9.20937e-10 2.47313e-10 1.04276e-09 6.98387e-10 3.79183e-10 1.70779e-09 1.57393e-09 3.64039e-09 5.27256e-10 3.03767e-10 8.18441e-10 8.08588e-10 7.33236e-10 9.08341e-10 5.92455e-10 5.88161e-10 3.91778e-10 2.94825e-10 6.41403e-10 2.86548e-10 2.58711e-10 5.98456e-10 5.68261e-10 2.49095e-10 5.84369e-10
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -1.0000000180025095e-35 -0.009184999999999997 -0.029094999999999999 0.094160000000000008 0.09717000000000002 0.087755000000000014 -0.13309499999999996 0.091210000000000013 0.10402500000000002 0.11708 -0.0027449999999999996 0.096490000000000006 -0.070499999999999993 -0.014869999999999998 -0.011854999999999999 0.10727500000000002 -0.10069499999999999 0.094580000000000011 0.08690500000000001 -0.54656499999999986 0.091385000000000008 -0.00099499999999999979 -0.084119999999999986 -0.089839999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 8 -8 -6 11 -11 13 -13 22 16 -16 17 18 19 -12 -18 -22 -9 24 25 27 28 -24 29 -27
right_child=1 -3 4 -5 6 -7 7 9 -10 10 14 12 -14 -15 15 -17 20 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.3109029004663173e-07 -8.3588243034297845e-09 4.769720250279037e-07 -1.1480009654653919e-06 1.5839599027260748e-06 -1.1143265728955717e-07 -7.244555902730099e-07 -5.8985210595589401e-07 3.1987531039184047e-07 6.7457236582413319e-07 8.8466594170619412e-07 -5.1147362177693538e-07 3.6999912357383766e-07 -1.3778200410613933e-06 5.1285111680954286e-07 -6.3137288871866586e-07 7.9015177024385513e-08 7.9954880862130401e-07 -6.227183098417299e-07 5.416082363860998e-07 1.3421422390062314e-07 -6.0648174814831134e-08 4.6039192806414645e-07 -6.4200884253295953e-07 -5.5673272451410116e-07 2.4830405883512363e-07 -1.721276313609061e-07 4.4964013376368808e-07 6.6999044835168984e-08 -1.2449531733820744e-08 5.3711713508328369e-07
leaf_weight=20 176 22 22 23 26 20 30 28 20 26 27 22 26 20 23 55 21 20 26 30 31 27 20 21 45 21 29 26 2192 26
leaf_count=20 176 22 22 23 26 20 30 28 20 26 27 22 26 20 23 55 21 20 26 30 31 27 20 21 45 21 29 26 2192 26
internal_value=0 2.13877e-09 -1.254e-09 9.3474e-08 -8.50765e-09 -8.14299e-08 3.25634e-10 -3.46348e-09 2.30309e-07 2.90569e-09 1.11925e-07 -9.68706e-09 -5.76736e-07 1.52314e-09 3.46514e-08 -1.30458e-07 1.05413e-07 -7.91836e-08 5.17886e-08 -1.71638e-07 3.46089e-07 1.81905e-07 -2.72377e-09 -6.51905e-09 -1.62101e-09 -6.48126e-09 -1.71933e-09 -2.41265e-07 -7.56543e-09 2.20221e-07
internal_weight=0 3101 3079 219 2860 196 2838 2792 46 2762 286 2476 48 2428 260 78 182 103 83 57 79 58 2408 2380 2359 2314 2268 46 2239 47
internal_count=3121 3101 3079 219 2860 196 2838 2792 46 2762 286 2476 48 2428 260 78 182 103 83 57 79 58 2408 2380 2359 2314 2268 46 2239 47
is_linear=0
shrinkage=0.1


Tree=8881
num_leaves=31
num_cat=0
split_feature=16 16 13 160 13 10 34 1447 402 133 481 482 482 482 484 1456 42 160 52 1373 150 484 43 1456 133 2 475 160 2 0
split_gain=1.78967e-10 1.45579e-09 6.54175e-10 1.12567e-09 1.35391e-09 1.02723e-09 9.63413e-10 9.16059e-10 1.96956e-09 1.3996e-09 8.52396e-10 6.42087e-10 1.43814e-09 1.18394e-09 7.80783e-10 1.41173e-09 1.00807e-09 6.01509e-10 1.22272e-09 2.36458e-09 2.80201e-09 2.11122e-09 3.10355e-09 1.81726e-09 1.76647e-09 1.88797e-09 8.44836e-10 1.78431e-09 1.28416e-09 1.19033e-09
threshold=-0.014754999999999999 -0.016164999999999995 -0.090639999999999984 -0.0071899999999999993 -0.13710499999999998 -0.0091199999999999979 -0.057544999999999992 -0.086279999999999982 0.10874500000000002 -0.0081349999999999981 -0.08706499999999999 0.098465000000000011 0.090355000000000005 0.085875000000000021 0.041405000000000004 -0.085589999999999986 0.087405000000000024 -0.088079999999999978 -0.020999999999999994 0.081220000000000014 0.10874500000000002 -0.017214999999999998 -0.067899999999999974 -0.0077899999999999992 0.08622500000000001 0.087625000000000022 -0.024084999999999999 -0.14835999999999996 0.086375000000000021 -0.072269999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -2 -5 -4 -7 -8 10 -10 -9 12 13 14 15 -1 -16 26 19 20 -19 23 24 -20 25 -23 -12 29 -29 -28
right_child=2 -3 5 4 -6 6 7 8 9 -11 17 -13 -14 -15 16 -17 -18 18 21 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-7.3287867081717199e-07 -1.3408791666982075e-07 7.7734891692671233e-07 -5.7141042045283964e-07 1.6491413038552526e-07 1.1645712646668472e-06 6.3516004764724571e-07 -6.0312759356308784e-07 -6.6274494211820239e-07 6.3161693191204908e-08 1.2462094525744762e-06 -3.2166530518888222e-07 -5.5440572193532495e-07 8.0106524364964575e-07 -7.4116783848477919e-07 6.9082806502916411e-08 9.6710932299320377e-09 7.6040088673277836e-07 -6.3677230868216312e-09 8.5930973548122655e-07 1.057468125225114e-06 -1.1555986153927672e-06 8.3328941087110948e-07 -1.399887040582309e-06 -2.056012560534343e-07 -7.8366049231790105e-07 -5.0915206031731949e-07 -5.431267805400647e-07 2.0624697803530423e-07 1.2519043811683636e-06 3.4818647727037856e-07
leaf_weight=26 55 25 37 42 20 21 29 23 20 20 30 20 23 21 66 1679 31 595 22 20 22 22 33 59 33 20 29 23 24 31
leaf_count=26 55 25 37 42 20 21 29 23 20 20 30 20 23 21 66 1679 31 595 22 20 22 22 33 59 33 20 29 23 24 31
internal_value=0 1.93127e-08 -2.96916e-08 1.95239e-07 4.87384e-07 -5.33367e-08 -3.55219e-08 -4.88719e-08 -3.32058e-08 6.54686e-07 -6.11122e-08 9.15685e-09 1.52626e-08 5.34849e-09 1.40482e-08 -1.65225e-09 2.9002e-07 -4.6743e-08 -7.89298e-08 -1.26571e-08 -4.73452e-08 -3.02293e-07 -5.91738e-07 8.36338e-08 -2.36153e-07 1.94032e-07 1.47318e-07 2.78808e-07 7.402e-07 -8.26149e-08
internal_weight=0 1891 1230 117 62 1113 1076 1055 1026 40 986 1866 1846 1823 1802 1705 97 963 826 637 617 189 108 81 75 42 137 107 47 60
internal_count=3121 1891 1230 117 62 1113 1076 1055 1026 40 986 1866 1846 1823 1802 1705 97 963 826 637 617 189 108 81 75 42 137 107 47 60
is_linear=0
shrinkage=0.1


Tree=8882
num_leaves=31
num_cat=0
split_feature=1447 1456 0 475 157 1375 160 151 475 1 472 1 2 1447 1453 50 132 1211 50 50 0 1 4 0 16 50 4 1186 13 13
split_gain=1.83559e-10 7.54525e-10 6.56772e-10 3.08908e-10 4.6257e-09 1.26224e-09 2.89633e-09 1.00735e-09 9.06511e-10 7.68187e-10 6.11807e-10 8.77887e-10 4.5968e-10 4.27181e-10 4.3383e-10 3.27018e-10 3.63366e-09 4.22479e-09 1.47213e-09 1.34168e-09 7.7418e-10 1.18958e-09 2.38269e-09 8.86148e-10 1.16153e-09 6.36174e-10 3.22293e-09 4.48164e-10 4.62892e-10 4.99071e-09
threshold=-0.086849999999999997 0.085275000000000004 -0.084674999999999986 -0.085774999999999976 -0.086244999999999988 -0.15308499999999997 -0.073679999999999982 -0.08483499999999998 -0.085024999999999989 0.10293500000000001 -1.0000000180025095e-35 0.087325000000000014 0.088055000000000008 -0.086219999999999977 -0.087504999999999986 0.090630000000000016 -0.083284999999999984 0.11048500000000001 0.089915000000000009 0.092095000000000024 -0.090314999999999993 0.099400000000000002 -0.0057249999999999992 -0.081094999999999987 -0.079504999999999978 0.083090000000000011 -0.083439999999999986 -0.095479999999999982 -0.085744999999999988 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -5 -6 -7 10 -9 12 -12 -10 -15 18 -17 19 25 -18 21 22 -21 24 -22 27 -27 -16 29 -29
right_child=3 -3 -4 5 7 8 -8 9 13 -11 11 -13 -14 14 15 16 17 -19 -20 20 23 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-3.688900991410411e-07 -1.5226058291686751e-06 5.9345659075496278e-07 3.0572914690091478e-07 1.435719591427187e-06 7.2638009328329656e-07 -6.7635523695486207e-07 -9.8315649932345658e-08 -6.0287629722211033e-07 3.879242510963975e-07 4.1739401126505985e-07 -6.5503366815988787e-07 4.3036980704650544e-07 2.2963123598174206e-08 -4.1120071330169595e-07 -4.2171106660707326e-07 1.202980314263658e-06 8.5288937867744608e-07 -1.179769039032814e-06 -8.6935840329260825e-07 2.0629361837823775e-09 4.7714714841548616e-08 4.3627822086429139e-07 -1.302513845487175e-06 4.8605648936611437e-09 8.2051982171587702e-07 -4.5147142564642753e-07 9.3954023881397889e-07 -3.1458778849253814e-08 1.4140953611371643e-08 -1.6034157957684719e-06
leaf_weight=31 21 26 27 20 20 20 32 25 28 28 20 26 20 26 27 27 22 28 20 42 41 21 21 164 37 31 36 528 1685 21
leaf_count=31 21 26 27 20 20 20 32 25 28 28 20 26 20 26 27 27 22 28 20 42 41 21 21 164 37 31 36 528 1685 21
internal_value=0 1.45821e-07 -5.48432e-08 -4.0346e-09 -1.39274e-07 3.48652e-09 4.91698e-07 6.97189e-08 -5.50002e-09 -4.06443e-08 -1.81579e-07 -2.19969e-08 -3.16035e-07 -7.16744e-10 -4.63534e-09 -7.92849e-10 8.24289e-08 1.96382e-09 -1.50767e-08 9.70458e-08 4.60379e-08 -2.15527e-07 -4.32796e-07 1.36829e-07 4.14302e-07 -7.73747e-09 2.95938e-07 -1.67362e-08 -1.18417e-08 -9.15883e-08
internal_weight=0 84 58 3037 160 2877 52 139 2825 119 91 66 40 2805 2777 2751 403 376 2348 348 326 84 63 242 78 2328 67 2261 2234 549
internal_count=3121 84 58 3037 160 2877 52 139 2825 119 91 66 40 2805 2777 2751 403 376 2348 348 326 84 63 242 78 2328 67 2261 2234 549
is_linear=0
shrinkage=0.1


Tree=8883
num_leaves=31
num_cat=0
split_feature=1211 403 1212 1210 16 403 403 403 13 52 160 13 43 0 15 15 403 393 3 15 2 1186 1447 160 160 403 1429 403 403 403
split_gain=2.22261e-10 5.92464e-10 2.63112e-10 2.80745e-10 8.62195e-10 2.39939e-10 1.11467e-09 9.01503e-10 9.01208e-10 1.23086e-09 3.13085e-09 1.42634e-09 1.05891e-09 8.18924e-10 1.29927e-09 5.32127e-10 4.51962e-10 4.12807e-10 3.80516e-10 4.2898e-10 4.60093e-10 2.84475e-10 2.8654e-10 1.27782e-09 1.28409e-09 1.08398e-09 1.00184e-09 3.14013e-10 6.23599e-10 3.44727e-10
threshold=0.11716500000000001 0.022375000000000003 0.13631000000000001 -0.14310999999999999 -0.080954999999999985 -0.090774999999999981 -0.092894999999999991 -0.088144999999999987 -0.085964999999999986 -0.0092699999999999987 -0.025879999999999997 -0.067719999999999989 -0.011694999999999999 -0.067094999999999988 0.090750000000000011 0.089485000000000023 -0.087449999999999986 0.11333500000000001 -0.096544999999999978 0.086355000000000015 0.085955000000000018 -0.086714999999999987 -0.086279999999999982 -0.52439499999999983 -0.090764999999999985 -0.085444999999999979 0.083725000000000008 -0.084339999999999984 -0.083259999999999987 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 8 -7 12 -10 -11 -12 -5 14 15 18 -9 21 -13 20 -20 -18 23 -23 -25 -24 -26 -27 -29 -30
right_child=1 -3 -4 5 -6 7 -8 16 9 10 11 13 -14 -15 -16 -17 17 -19 19 -21 -22 22 25 24 26 27 -28 28 29 -31
leaf_value=1.8680064178387632e-07 4.7388543231718929e-07 -2.0968647564110316e-07 -3.4046352973983511e-07 9.8886410277998497e-07 -6.7907183567127583e-07 -5.4347655673008114e-07 7.7010893629779853e-07 4.6102252326818416e-07 -5.9962253477779631e-07 1.0575154577873458e-06 -7.3748357832841825e-07 3.3608524918433789e-07 4.3031549376666654e-08 5.8969229144167912e-07 -7.5649796215153091e-07 5.1894216493933304e-07 3.1575353389712294e-07 -4.573309655597768e-07 -2.4766033997517902e-07 -4.2191367257263692e-07 2.9744805356557437e-07 8.7613007252684835e-07 -6.9477461653624908e-07 -5.6351296545845542e-07 -8.4810613081513557e-08 3.7105970084832569e-07 8.0974940872346495e-07 -5.2667247552523377e-07 1.3248209172629186e-07 -1.4087873213339961e-08
leaf_weight=23 32 21 23 20 23 31 22 21 34 27 29 23 29 22 23 21 28 20 30 31 32 20 23 28 31 22 21 23 173 2215
leaf_count=23 32 21 23 20 23 31 22 21 34 27 29 23 29 22 23 21 28 20 30 31 32 20 23 28 31 22 21 23 173 2215
internal_value=0 2.03036e-07 -3.50816e-09 -9.63011e-10 -2.46136e-07 2.79756e-09 8.15074e-08 -7.36716e-09 3.43136e-08 -3.68035e-08 4.35992e-08 -8.61436e-08 4.29086e-07 1.76414e-08 -6.10156e-08 5.57442e-08 -1.03596e-09 -4.76224e-09 -2.81107e-08 -1.18181e-07 3.36859e-08 -1.25939e-09 -4.73214e-09 1.61198e-07 -1.75344e-08 -1.14883e-08 2.76454e-07 -5.02893e-09 -8.46068e-09 -3.46953e-09
internal_weight=0 53 3068 3045 46 2999 343 2656 321 272 238 211 49 182 160 137 2625 2604 116 93 62 2584 2556 100 80 2456 52 2433 2411 2388
internal_count=3121 53 3068 3045 46 2999 343 2656 321 272 238 211 49 182 160 137 2625 2604 116 93 62 2584 2556 100 80 2456 52 2433 2411 2388
is_linear=0
shrinkage=0.1


Tree=8884
num_leaves=31
num_cat=0
split_feature=132 393 1203 1213 1429 156 1429 120 9 3 9 1 120 2 41 12 1132 124 2 15 15 4 15 15 51 13 15 4 48 4
split_gain=2.00768e-10 1.082e-09 1.02745e-09 1.86952e-10 1.84927e-10 5.89801e-10 3.22115e-10 1.77157e-10 3.45359e-10 9.29268e-10 4.24012e-10 3.83195e-10 7.65993e-10 4.30873e-10 3.65427e-10 6.36141e-10 2.23425e-10 3.17715e-10 2.74781e-10 2.76325e-10 1.27006e-09 1.17327e-09 1.12552e-09 1.00407e-09 3.5244e-09 3.11143e-09 1.53546e-09 7.79155e-10 2.40824e-09 1.18395e-09
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 -0.081109999999999988 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.09852000000000001 0.092410000000000006 -0.014944999999999998 0.088235000000000022 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.086565000000000017 0.08486500000000001 1.0000000180025095e-35 0.08919500000000001 -0.045829999999999989 -0.094549999999999981 -0.092489999999999989 -0.0052149999999999992 -0.091604999999999978 -0.088429999999999995 0.092545000000000016 -0.083364999999999981 -0.087679999999999994 0.053180000000000012 1.0000000180025095e-35 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 6 -6 8 10 -10 11 12 13 14 16 -16 17 18 -8 27 21 -21 -22 24 25 -24 -25 28 -20 -29
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12 -13 -14 -15 15 -17 -18 -19 19 20 22 -23 23 26 -26 -27 -28 29 -30 -31
leaf_value=2.4450683153902546e-07 -3.0143844583108152e-07 7.0554956850669859e-07 -7.7577246713644856e-07 -5.8956819474216029e-08 -3.9030610640197888e-07 5.448471472391248e-07 -2.5027507940029123e-07 -2.9376859004059954e-07 -1.352785257040523e-07 7.67060302970484e-07 -4.1811148587811431e-07 4.4016735017748948e-07 -5.7380631084885432e-07 4.5694632771777661e-07 5.7390346370311822e-07 -5.7877366543834797e-08 2.8807508556383254e-07 -3.1483549087101206e-07 9.3998969603603659e-07 2.8577866693186002e-08 6.0643402359043352e-07 -9.763886955974719e-07 -5.6526715213592599e-07 7.520695591951894e-07 -1.368222717938276e-06 1.0330268369649448e-06 -7.4235227057069648e-09 -6.78625368303406e-07 4.5655559119950344e-08 3.3619936773713509e-08
leaf_weight=23 20 22 20 173 21 20 44 20 25 21 24 20 23 21 30 34 26 33 38 21 30 26 29 27 24 21 1886 26 145 228
leaf_count=23 20 22 20 173 21 20 44 20 25 21 24 20 23 21 30 34 26 33 38 21 30 26 29 27 24 21 1886 26 145 228
internal_value=0 6.91418e-09 -9.30154e-08 -2.33463e-08 1.58294e-09 3.69975e-09 -1.07127e-10 2.79655e-09 4.91336e-09 2.76659e-07 3.77698e-10 4.05403e-09 8.37856e-10 5.753e-09 2.20163e-09 2.3827e-07 -3.60036e-09 -6.54201e-09 -2.54449e-09 1.81383e-09 -1.34808e-08 -5.27361e-07 -1.50639e-09 -1.06852e-08 -3.72115e-07 1.06016e-07 3.29593e-09 7.40521e-08 2.31364e-07 -3.92871e-08
internal_weight=0 2905 216 196 2883 2863 2843 2822 2802 46 2756 2732 2712 2689 2668 64 2604 2578 2545 2501 2064 47 2017 1987 74 50 1913 437 183 254
internal_count=3121 2905 216 196 2883 2863 2843 2822 2802 46 2756 2732 2712 2689 2668 64 2604 2578 2545 2501 2064 47 2017 1987 74 50 1913 437 183 254
is_linear=0
shrinkage=0.1


Tree=8885
num_leaves=31
num_cat=0
split_feature=129 42 1184 1204 1186 13 394 1 1429 156 475 156 1371 156 42 1 156 457 1373 457 156 51 156 4 151 150 150 3 3 11
split_gain=1.79963e-10 1.256e-09 8.79306e-10 2.17194e-10 3.98343e-10 2.0253e-09 6.24104e-10 3.12236e-10 2.72348e-10 4.84442e-10 2.3886e-10 2.20954e-10 3.69239e-10 4.09558e-10 1.19769e-09 1.44331e-09 6.81826e-10 3.63589e-10 1.31072e-09 8.9408e-10 6.71381e-10 4.22977e-09 1.99141e-09 9.20955e-10 5.95763e-10 5.07516e-10 4.69975e-10 5.26927e-10 1.09719e-09 1.83056e-09
threshold=-0.077709999999999987 -0.015274999999999999 0.089075000000000015 1.0000000180025095e-35 0.057025000000000006 -0.0087749999999999981 0.12358500000000001 0.081315000000000012 -0.23752499999999996 0.32523500000000005 0.12927000000000002 0.10068000000000001 0.08976000000000002 0.091255000000000017 0.084435000000000024 0.085605000000000014 0.090100000000000013 0.11612500000000002 -1.0000000180025095e-35 0.098180000000000003 0.08759500000000002 -0.085734999999999992 0.086945000000000008 -0.015039999999999998 -0.53100499999999984 0.12068000000000002 0.11656000000000001 -0.16726499999999997 -0.24190499999999995 0.088065000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 8 -7 -2 10 11 12 13 16 15 -15 17 19 -19 20 22 23 24 -22 -10 26 27 28 -26 -30
right_child=2 -3 -4 -5 5 7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-7.8362285600113472e-07 -3.6152307624585471e-07 2.1166243058257095e-07 6.1914615094377474e-07 2.4617876631184902e-07 -1.0318024881040732e-06 -1.0745132629589687e-07 5.5782948322757879e-07 4.2054694504367082e-07 -5.1250052246873761e-07 4.9036246196010325e-07 -3.4788691806397769e-07 1.1385019774754452e-07 -3.9830353806280531e-07 -6.7549383459208917e-07 8.6425764688361336e-07 4.9826197606638407e-07 -5.6474038697987538e-07 -4.1845737996482058e-07 5.7725568126807632e-07 -5.8376639302608701e-07 -1.9748801719288167e-07 -1.4439416852176444e-06 9.094349929720617e-07 7.6217591796989833e-07 -1.5503409850718225e-07 4.299881943047189e-07 -4.5586571132453768e-07 -1.0454322589003774e-08 1.2016813813083308e-06 -1.0643721566339082e-07
leaf_weight=21 21 32 23 35 22 24 20 21 23 20 20 158 24 20 21 22 22 20 39 27 20 22 24 20 36 27 23 2271 23 20
leaf_count=21 21 32 23 35 22 24 20 21 23 20 20 158 24 20 21 22 22 20 39 27 20 22 24 20 36 27 23 2271 23 20
internal_value=0 -1.82696e-07 3.15828e-09 -1.49451e-09 -4.37443e-09 -2.45478e-07 1.1145e-09 1.38948e-07 -2.6947e-09 -9.80809e-11 -3.50169e-09 -1.09509e-09 -7.81157e-09 -4.31462e-09 2.4764e-07 -6.06694e-08 -1.038e-08 -5.68023e-09 2.39726e-07 -1.13896e-08 -5.2301e-09 -3.30209e-07 3.00394e-09 2.82344e-07 -5.97433e-09 -1.12012e-09 -6.02528e-09 -1.62258e-09 2.52262e-07 5.93254e-07
internal_weight=0 53 3068 3045 3010 67 2943 45 2923 2902 2882 2862 2704 2680 63 42 2617 2595 59 2536 2509 62 2447 40 2423 2400 2373 2350 79 43
internal_count=3121 53 3068 3045 3010 67 2943 45 2923 2902 2882 2862 2704 2680 63 42 2617 2595 59 2536 2509 62 2447 40 2423 2400 2373 2350 79 43
is_linear=0
shrinkage=0.1


Tree=8886
num_leaves=31
num_cat=0
split_feature=156 472 1429 471 1373 1373 12 160 150 448 1348 1 1 15 10 43 0 1 3 1447 1 1 1 481 43 1446 481 1 481 1
split_gain=2.25967e-10 3.13349e-10 3.19276e-10 2.25258e-10 1.75481e-10 3.44926e-10 2.00572e-09 3.89818e-09 4.30865e-10 2.01334e-10 5.13438e-10 2.28199e-10 1.2374e-09 6.75283e-09 5.86432e-09 2.59764e-09 3.70082e-09 1.07944e-08 1.90861e-09 1.55925e-09 1.43493e-09 1.01734e-09 8.24965e-10 7.37761e-10 1.90577e-09 3.32979e-09 7.21885e-10 6.79181e-10 6.49436e-10 6.25717e-10
threshold=0.3248100000000001 -0.097514999999999977 0.12387000000000002 0.10277000000000001 0.10355500000000002 1.0000000180025095e-35 0.083715000000000026 -0.081639999999999976 0.14153000000000002 0.030280000000000001 0.093335000000000015 0.102705 0.09253500000000002 -0.10203999999999998 -0.0026549999999999994 -0.077319999999999986 -0.076899999999999982 0.094465000000000007 -0.077774999999999983 0.059120000000000013 0.094385000000000011 0.096575000000000008 0.10374500000000002 -0.087424999999999989 -0.025214999999999998 0.085345000000000018 -0.085629999999999984 0.091615000000000016 0.11964500000000002 0.10557500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -7 -8 9 10 11 12 14 -14 -3 18 17 -17 -15 23 -18 -22 -13 24 25 -16 -25 28 -28 -24
right_child=-2 2 -4 -5 -6 6 7 -9 -10 -11 -12 22 13 15 19 16 20 -19 -20 -21 21 -23 29 26 -26 -27 27 -29 -30 -31
leaf_value=3.96859564375518e-07 -3.1228603743131873e-07 -1.6742178748548515e-06 -3.7983520438832454e-07 3.0142851392156446e-07 -2.952101169739763e-07 8.4113102443457891e-07 -1.186446156084674e-06 7.6428964632668796e-07 -4.546178534578108e-07 -2.6689189951412119e-07 4.8380808369653427e-07 -5.7497005610586939e-07 1.5569013304862052e-06 -1.7601911828196969e-07 -1.6778491243485407e-06 -2.7025134022551357e-06 9.3148675804596607e-07 8.0257288953797124e-08 1.0175912839135767e-06 6.6725701523344988e-07 -5.9556914465019874e-07 2.7097384234019999e-07 4.0862590107016946e-07 4.7627168697772504e-07 3.5335546502324179e-07 1.2506813477773991e-07 -3.6296266370907491e-09 5.1484961386449867e-07 -5.7664284568659242e-07 -5.2535230549213166e-08
leaf_weight=20 23 21 22 25 20 30 21 20 21 28 22 29 33 21 20 20 22 46 37 35 20 42 31 32 25 21 1791 25 20 578
leaf_count=20 23 21 22 25 20 30 21 20 21 28 22 29 33 21 20 20 22 46 37 35 20 42 31 32 25 21 1791 25 20 578
internal_value=0 2.31814e-09 -2.4548e-10 2.48717e-09 2.14699e-11 1.98249e-09 2.1978e-07 -2.34868e-07 -3.27724e-09 -3.01822e-11 2.55443e-09 -1.1359e-09 1.39458e-08 2.2795e-07 -1.19713e-08 1.71071e-08 -2.02641e-07 -7.63007e-07 5.85422e-07 5.75711e-09 2.37646e-07 -8.55615e-09 -5.38748e-08 -6.21419e-09 -3.34798e-07 -7.54404e-07 5.3953e-09 -2.8117e-09 -9.95777e-09 -2.90607e-08
internal_weight=0 3098 3078 3056 3031 3011 71 41 2940 2919 2891 2869 2231 241 1990 208 150 66 58 1969 84 62 638 1934 66 41 1868 1836 1811 609
internal_count=3121 3098 3078 3056 3031 3011 71 41 2940 2919 2891 2869 2231 241 1990 208 150 66 58 1969 84 62 638 1934 66 41 1868 1836 1811 609
is_linear=0
shrinkage=0.1


Tree=8887
num_leaves=31
num_cat=0
split_feature=481 481 160 4 481 2 159 403 2 2 484 2 1456 1456 12 1456 15 132 12 399 15 402 1210 52 1213 15 13 42 43 403
split_gain=1.95777e-10 5.61636e-10 3.85556e-10 2.62732e-09 3.50944e-10 8.51138e-09 3.83412e-09 7.53464e-10 3.73195e-10 9.26771e-10 9.09013e-10 1.44692e-09 8.39938e-10 7.47855e-10 2.29743e-09 8.66257e-10 7.09801e-10 6.47633e-10 8.63145e-09 3.21919e-09 9.66502e-10 6.22127e-10 6.63374e-10 2.79783e-09 7.02079e-10 7.58091e-10 1.65454e-09 1.17807e-09 2.13783e-09 2.30826e-09
threshold=-0.24133999999999997 -0.15265499999999996 -0.55045999999999984 -0.081609999999999988 -0.086219999999999977 0.083795000000000022 -0.085059999999999983 -0.55327499999999985 0.088125000000000023 0.088930000000000023 0.027540000000000002 0.088475000000000012 -0.091834999999999986 -0.079704999999999984 0.08486500000000001 -0.071109999999999993 -0.0063699999999999989 -0.083284999999999984 0.091840000000000019 0.091255000000000017 0.084905000000000022 0.13775000000000001 -0.0049999999999999984 0.10263500000000002 0.12275000000000001 0.050935000000000008 -0.091904999999999987 0.091295000000000015 0.055925000000000009 -0.013754999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7 -6 12 10 11 -10 -9 14 -14 -15 -13 18 20 -19 -17 22 23 -11 25 -24 -27 -28 29 -29
right_child=1 2 4 -5 7 6 -8 8 9 21 -12 16 13 15 -16 17 -18 19 -20 -21 -22 -23 24 -25 -26 26 27 28 -30 -31
leaf_value=2.4227503481390825e-07 -5.1798300871398952e-07 -4.9934598807943124e-07 -1.7749616097756623e-06 9.6790344775635848e-07 5.7156212871790479e-07 1.6193973875999747e-06 -3.1524368263749888e-07 5.1825021833857529e-07 -1.1155138235625809e-06 8.6086034340521825e-07 2.2206645228704604e-07 2.6447373770110975e-07 3.7546676697853733e-07 6.8924458570762684e-07 -1.0256951982228202e-06 1.935805528534495e-08 -5.679331579921425e-07 2.590258557907882e-08 2.0313690361655806e-06 -1.2537423276626215e-06 -7.2168770905989285e-07 -4.7635130118414021e-07 4.1562988987242388e-09 -5.915431069340793e-07 4.5602048790745667e-07 -1.0152641850295782e-06 7.8842684680629267e-08 -1.5483132781923815e-06 4.5735609243517204e-07 -3.0247749009259319e-07
leaf_weight=33 21 23 23 26 23 20 21 35 26 36 21 20 22 20 25 66 21 1154 22 20 24 29 1075 21 30 22 140 20 24 58
leaf_count=33 21 23 23 26 23 20 21 35 26 36 21 20 22 20 25 66 21 1154 22 20 24 29 1075 21 30 22 140 20 24 58
internal_value=0 -2.59303e-09 9.3589e-10 2.79195e-07 -3.58189e-09 -2.35254e-07 6.28484e-07 1.43742e-09 -3.03644e-09 -3.68797e-08 -3.52012e-07 -5.31947e-07 3.45861e-08 2.20745e-08 -3.69832e-07 3.61783e-08 -1.61881e-07 2.60218e-08 2.55779e-07 4.10284e-09 -1.78254e-07 -1.78201e-08 -8.49512e-09 3.25764e-07 -2.24124e-08 -3.31316e-08 -1.84967e-07 -1.09485e-07 -3.67975e-07 -6.21923e-07
internal_weight=0 3088 3067 49 3018 64 41 2954 2931 1543 88 67 1388 1353 47 1306 41 1286 112 1174 90 1455 1426 57 1369 1339 264 242 102 78
internal_count=3121 3088 3067 49 3018 64 41 2954 2931 1543 88 67 1388 1353 47 1306 41 1286 112 1174 90 1455 1426 57 1369 1339 264 242 102 78
is_linear=0
shrinkage=0.1


Tree=8888
num_leaves=31
num_cat=0
split_feature=132 1185 1203 39 33 15 9 9 394 390 129 1185 393 1185 1186 52 42 52 13 15 13 15 13 16 16 13 51 1 13 155
split_gain=2.17118e-10 1.33273e-09 5.59597e-10 2.55494e-10 7.18511e-10 4.84162e-10 3.14334e-10 5.73229e-10 2.11898e-10 5.35208e-10 2.87128e-10 5.53699e-10 3.57959e-10 3.04046e-10 5.58613e-10 2.35474e-10 2.42113e-10 4.98238e-10 2.75947e-10 1.05518e-09 1.00509e-09 9.56946e-10 3.2484e-10 1.34853e-09 1.2246e-09 5.95496e-10 1.76643e-09 2.81725e-09 9.59909e-10 7.5034e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -1.0000000180025095e-35 -0.009184999999999997 -0.033689999999999991 0.088235000000000022 0.10141500000000002 -0.12099999999999998 0.090205000000000007 0.11234000000000001 0.090595000000000009 0.09389500000000002 0.085905000000000009 -1.0000000180025095e-35 0.62951500000000016 -0.23037499999999997 -0.089199999999999988 0.24813000000000004 -0.56020999999999987 0.23074000000000003 -0.045854999999999993 0.10002500000000002 0.26676500000000009 -0.092484999999999984 0.061215000000000012 -0.057604999999999996 0.083135000000000014 0.049530000000000012 0.11958000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -3 8 -8 -6 10 11 12 13 14 -10 16 17 -16 19 -18 22 -20 25 24 -24 28 29 -28 -21 -27
right_child=1 3 -4 4 6 -7 7 -9 9 -11 -12 -13 -14 -15 15 -17 18 -19 21 20 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-3.6231042686588412e-08 8.0104876555456677e-07 -3.6566049055331008e-08 -5.2198339612156517e-07 -4.8943236530855453e-07 2.457835057779288e-07 5.6493715281090855e-07 5.8171877675214589e-07 -5.0425966158229586e-08 -4.7800194101910172e-07 -5.0829942535658901e-07 3.5031706750527043e-07 -5.0413042164233388e-07 3.6885057830624228e-07 3.2371230557056867e-07 -1.2324208228164935e-07 -3.2152210688645545e-07 7.0639233085568692e-07 5.6638881447538969e-07 -7.7122642011318027e-07 -2.3431511574031003e-09 -6.6343561434485971e-07 1.2791429110714897e-07 4.4246339565424638e-07 7.6707617893134747e-07 -3.7070825399918863e-07 -1.3940930817365632e-07 7.6161620947178727e-08 -1.2311221878946733e-06 6.7701909994779966e-07 7.164381923985275e-07
leaf_weight=195 21 32 27 30 34 23 26 32 25 21 23 22 26 28 20 23 21 22 20 2165 23 29 31 28 46 21 34 32 21 20
leaf_count=195 21 32 27 30 34 23 26 32 25 21 23 22 26 28 20 23 21 22 20 2165 23 29 31 28 46 21 34 32 21 20
internal_value=0 7.30197e-09 -9.5309e-08 1.51021e-09 -2.64862e-09 2.14972e-07 2.57999e-09 2.32949e-07 -2.30536e-09 -5.42828e-09 -1.48788e-09 -4.53323e-09 -3.62022e-10 -4.04141e-09 -7.59705e-09 -2.99606e-09 -1.03802e-10 2.37993e-07 -4.11828e-09 5.96384e-10 -5.52576e-09 -2.39082e-07 7.84467e-10 1.7278e-07 -4.33275e-08 -7.09148e-09 -2.37432e-07 -5.57673e-07 4.1832e-09 2.78077e-07
internal_weight=0 2899 222 2878 2823 55 2793 58 2735 2701 2680 2657 2635 2609 2581 2556 2533 42 2491 2442 2421 49 2398 105 77 2293 107 66 2186 41
internal_count=3121 2899 222 2878 2823 55 2793 58 2735 2701 2680 2657 2635 2609 2581 2556 2533 42 2491 2442 2421 49 2398 105 77 2293 107 66 2186 41
is_linear=0
shrinkage=0.1


Tree=8889
num_leaves=31
num_cat=0
split_feature=156 475 160 483 479 1446 42 130 12 142 12 16 16 13 1447 402 13 0 160 42 484 484 484 1375 1455 2 158 158 130 52
split_gain=2.1702e-10 2.80381e-10 2.04533e-10 5.81725e-10 4.2563e-10 4.54304e-10 2.96731e-10 8.3244e-10 2.67513e-10 6.44019e-10 6.23327e-10 3.24632e-10 1.16624e-09 8.29859e-10 1.28969e-09 1.99712e-09 1.35256e-09 1.89501e-09 1.22807e-09 1.10142e-09 7.54112e-10 1.38942e-09 8.59266e-10 7.6728e-10 6.98879e-10 1.60365e-09 7.83206e-10 1.6375e-09 6.2587e-10 8.26673e-10
threshold=0.3248100000000001 0.13528000000000004 0.62940000000000007 -0.47181499999999993 0.11361000000000002 -0.073109999999999994 0.15021500000000002 -0.22699999999999995 0.12757000000000002 -0.057499999999999989 0.14472000000000004 -0.014754999999999999 -0.016164999999999995 -0.090639999999999984 -0.086279999999999982 0.10874500000000002 -0.086354999999999987 -0.087519999999999987 -0.0071899999999999993 0.075730000000000006 -0.09058999999999999 -0.078424999999999981 -0.22808999999999999 -0.095009999999999997 0.088115000000000013 0.087245000000000003 0.107145 0.11364 0.097765000000000005 0.093665000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 -8 9 -7 -10 12 24 18 -15 16 17 -16 -13 -20 22 -22 -18 -23 26 -26 -11 -28 29 -25
right_child=-2 -3 -4 4 -6 6 7 -9 10 11 -12 13 -14 14 15 -17 20 -19 19 -21 21 23 -24 28 25 -27 27 -29 -30 -31
leaf_value=5.3947196192893904e-07 -3.0604235432648517e-07 3.6642686230455491e-07 -3.1123196755461759e-07 4.5448594014694463e-07 -4.210748967873694e-07 5.2521818855419278e-07 -2.3754232617276019e-07 5.667653754831155e-07 -6.5072270128921225e-07 1.0666852854208964e-08 5.9627689594776722e-08 -1.5686808397437819e-07 6.9868135460637871e-07 -8.3418658970334614e-07 -1.1236225087632842e-07 7.169682848306991e-07 -1.0023297726228201e-07 -1.3139500680381389e-06 9.4793027604585708e-07 7.5863265079435998e-08 -6.9175179299286865e-07 4.2322897115809614e-07 5.7249189754388807e-07 -5.7115386633087522e-08 -1.0559867445536499e-06 2.0206816865690298e-08 9.1103792454242505e-07 -1.8187627382268638e-07 3.0281359368184829e-07 -3.8028689340995238e-07
leaf_weight=20 23 21 21 22 24 23 22 31 21 1618 30 48 25 22 35 32 37 21 30 28 36 32 39 608 20 45 29 26 41 91
leaf_count=20 23 21 21 22 24 23 22 31 21 1618 30 48 25 22 35 32 37 21 30 28 36 32 39 608 20 45 29 26 41 91
internal_value=0 2.27094e-09 -2.14364e-10 1.92286e-09 -1.6183e-09 1.72398e-09 -1.60738e-09 2.32902e-07 -5.83924e-09 -1.82727e-09 -2.3287e-07 -6.06131e-09 2.05371e-08 -4.86913e-08 -7.70552e-08 -5.99184e-08 -8.63656e-08 -5.62958e-07 2.17287e-07 5.26932e-07 -5.61743e-08 -8.45008e-08 2.44981e-07 -5.61834e-08 1.07824e-08 -3.1093e-07 2.32817e-08 3.94388e-07 -7.69147e-08 -9.91878e-08
internal_weight=0 3098 3077 3056 3036 3012 2990 53 2937 2886 51 2863 1763 1100 994 972 940 56 106 58 884 808 76 772 1738 65 1673 55 740 699
internal_count=3121 3098 3077 3056 3036 3012 2990 53 2937 2886 51 2863 1763 1100 994 972 940 56 106 58 884 808 76 772 1738 65 1673 55 740 699
is_linear=0
shrinkage=0.1


Tree=8890
num_leaves=31
num_cat=0
split_feature=421 9 12 10 11 2 97 34 149 147 150 160 448 48 150 151 43 150 150 2 1375 150 150 124 4 42 1375 151 456 151
split_gain=2.38987e-10 3.65414e-10 3.47857e-10 3.43236e-10 6.2444e-10 6.14981e-10 2.52503e-10 2.9977e-10 2.48636e-10 2.49935e-10 4.57008e-10 1.78623e-09 4.80438e-10 2.50821e-10 4.38456e-10 3.05657e-10 9.09623e-10 4.7812e-10 4.20499e-10 1.01278e-09 9.18275e-10 3.59101e-10 3.39786e-10 3.14387e-10 4.35124e-10 6.83395e-10 3.42965e-10 1.25857e-09 3.74983e-10 1.29774e-09
threshold=-1.0000000180025095e-35 0.092410000000000006 -0.015429999999999998 0.053330000000000009 -1.0000000180025095e-35 -0.15339499999999998 -0.086244999999999988 -0.083689999999999987 0.091325000000000003 0.099230000000000013 0.12640500000000002 -0.073679999999999982 1.0000000180025095e-35 -0.09386499999999999 0.11386500000000001 0.056735000000000001 -0.082144999999999982 0.10781 0.090480000000000019 0.091895000000000018 0.096150000000000013 0.088040000000000021 0.086135000000000017 -0.085124999999999992 -0.0047449999999999992 -0.018024999999999996 0.08456000000000001 -0.083804999999999977 0.087750000000000009 -0.083694999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -5 -6 -8 9 10 12 -12 13 -9 15 17 -17 18 20 -20 21 22 23 24 -15 -26 28 -28 -25 -30
right_child=1 2 -4 5 6 -7 7 8 -10 -11 11 -13 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 26 25 -27 27 -29 29 -31
leaf_value=-3.4456778564617706e-07 5.208904711774603e-07 -2.9255125238727316e-08 5.1340701577163162e-07 1.0738740058968688e-07 3.1431216491739637e-07 -6.6742751137044691e-07 -3.5681655366677966e-07 -2.8777358863862905e-07 -2.4649384145521524e-07 2.9359931568545356e-07 3.0903271902823931e-07 -9.3726025674502884e-07 4.4915291065687298e-07 -1.0826380330643457e-07 3.652661164186143e-07 -1.7999817949476694e-07 5.5275698305952878e-07 -4.1059432633040881e-07 6.2577931784931829e-07 -1.6452247555134232e-07 -6.6723572038946651e-07 4.0856247935716102e-07 -3.9795849757369563e-07 -9.0276981294616699e-09 2.929708552793879e-08 8.1043377208732731e-07 7.8137105844526244e-07 -2.7659019808238967e-07 -7.8077070929793987e-07 2.9995236388913327e-07
leaf_weight=20 23 21 27 20 25 21 24 30 41 29 23 23 24 28 33 32 36 29 34 31 21 21 22 2348 24 21 23 22 25 20
leaf_count=20 23 21 27 20 25 21 24 30 41 29 23 23 24 28 33 32 36 29 34 31 21 21 22 2348 24 21 23 22 25 20
internal_value=0 2.22332e-09 2.75992e-07 -2.08094e-09 1.83105e-09 -2.89469e-07 -2.16305e-09 -4.83237e-09 -1.95903e-09 1.49937e-09 -1.45216e-09 -3.14114e-07 3.64077e-09 -1.77903e-10 2.93685e-09 -1.43175e-09 2.07931e-07 -6.76583e-09 -2.32984e-09 2.48866e-07 -8.67071e-09 -3.25573e-09 -6.66993e-09 -3.24168e-09 2.01245e-07 3.93828e-07 -9.36452e-09 2.64146e-07 -1.45078e-08 -3.00449e-07
internal_weight=0 3101 48 3053 3012 41 2989 2964 2940 2899 2870 46 2824 2800 2770 2737 68 2669 2640 65 2575 2554 2533 2511 73 45 2438 45 2393 45
internal_count=3121 3101 48 3053 3012 41 2989 2964 2940 2899 2870 46 2824 2800 2770 2737 68 2669 2640 65 2575 2554 2533 2511 73 45 2438 45 2393 45
is_linear=0
shrinkage=0.1


Tree=8891
num_leaves=31
num_cat=0
split_feature=421 10 39 12 9 9 146 147 147 147 367 33 34 45 9 47 47 47 1 3 3 47 0 3 50 132 130 50 50 16
split_gain=1.93582e-10 3.09158e-10 1.33764e-09 1.78085e-09 6.444e-10 4.38807e-10 2.13487e-10 4.08668e-10 5.9395e-10 2.55692e-10 2.03558e-10 2.5323e-10 2.96261e-10 2.66748e-10 3.57137e-10 2.60685e-10 1.70333e-09 1.58826e-09 3.27159e-10 3.15391e-10 5.54269e-10 4.81584e-10 4.31478e-10 5.29293e-10 2.86057e-10 4.20269e-09 3.62285e-09 1.52892e-09 1.43944e-09 8.94136e-10
threshold=-1.0000000180025095e-35 0.0036750000000000007 0.089790000000000023 -0.087484999999999993 0.091600000000000015 0.085555000000000006 0.086030000000000009 0.099230000000000013 0.093875000000000014 0.090425000000000019 -0.062109999999999992 0.085305000000000006 -0.084564999999999987 0.094030000000000016 -0.074254999999999988 0.092710000000000015 0.096475000000000019 0.09055500000000001 0.13869000000000004 -0.078084999999999988 -0.079979999999999982 0.10350500000000001 -0.069824999999999984 -0.047929999999999993 0.090630000000000016 -0.083284999999999984 0.0029050000000000005 0.089915000000000009 0.092410000000000006 -0.088704999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 8 9 10 -2 12 -12 14 -14 17 -17 24 19 20 -18 -21 23 -23 27 -26 28 -16 -27 -30
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 -11 11 -13 13 -15 15 16 18 -19 -20 21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-3.1011101043532107e-07 2.6618714952876742e-07 -2.5232062301126592e-07 -4.1047311208330946e-07 9.1891835384337682e-07 -5.4237171308490031e-07 4.6766113200646945e-07 -3.1267329425397541e-07 4.109651484895949e-07 -5.3328072204922574e-07 3.4007963682308236e-07 3.5518371285671374e-07 -3.5934069131826623e-07 -4.1255960855410417e-07 -2.7952687840330068e-07 -2.3755565508132204e-09 -8.6110177991171301e-07 6.6095153535102463e-09 8.9919405354521598e-07 -3.9881641384909021e-07 5.8918908500515961e-07 -5.6959605672091133e-07 -5.4218264352812187e-07 3.0875019207714275e-07 1.0976707187637658e-07 1.3938650513607529e-06 8.1786371288217201e-07 -1.1147691572609297e-06 -8.8101136782370307e-07 -2.4726737992542509e-07 1.2505749219782549e-07
leaf_weight=20 28 21 25 34 22 20 22 24 21 22 23 20 21 35 2027 26 101 20 20 20 20 20 37 33 23 25 27 20 86 258
leaf_count=20 28 21 25 34 22 20 22 24 21 22 23 20 21 35 2027 26 101 20 20 20 20 20 37 33 23 25 27 20 86 258
internal_value=0 2.00297e-09 1.96033e-07 4.71718e-07 -3.13521e-09 8.20512e-10 -2.3137e-09 -4.63139e-12 -3.36749e-09 4.53996e-10 -2.13139e-09 -4.75645e-09 -2.26113e-09 -5.1775e-09 -1.72842e-09 1.39407e-09 -9.0625e-08 1.16472e-08 -1.08147e-08 2.27785e-08 -8.86311e-08 1.45329e-07 4.66935e-08 -1.36252e-07 4.44894e-09 7.97293e-08 3.40319e-09 -1.09602e-08 8.52207e-08 3.19763e-08
internal_weight=0 3101 80 55 3021 2999 2979 2957 2933 2912 2890 2862 2842 2819 2784 2763 277 2486 251 231 121 110 90 53 2466 419 396 2047 369 344
internal_count=3121 3101 80 55 3021 2999 2979 2957 2933 2912 2890 2862 2842 2819 2784 2763 277 2486 251 231 121 110 90 53 2466 419 396 2047 369 344
is_linear=0
shrinkage=0.1


Tree=8892
num_leaves=31
num_cat=0
split_feature=132 1185 1203 2 2 2 12 15 13 481 159 483 479 1446 133 1447 133 1374 475 15 480 133 484 4 133 15 0 0 4 51
split_gain=2.26982e-10 1.12083e-09 4.94461e-10 1.88044e-10 4.44646e-10 3.62213e-10 6.56447e-10 2.33074e-10 2.01499e-10 1.78838e-10 3.84248e-10 2.22921e-10 3.28057e-10 2.87218e-10 2.12146e-10 2.82786e-09 2.48969e-09 2.48374e-09 2.15935e-09 2.09329e-09 1.90873e-09 3.32562e-09 1.75275e-09 1.64115e-09 1.55466e-09 9.10679e-10 9.3804e-10 3.61618e-09 2.93632e-09 1.09217e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11585500000000001 0.10097500000000002 0.089725000000000013 0.10508500000000001 0.08517000000000001 -0.0087749999999999981 -0.24133999999999997 0.14029500000000003 -0.47181499999999993 0.11469500000000001 -0.073109999999999994 0.087720000000000006 0.059120000000000013 0.087495000000000003 0.088460000000000011 -0.085669999999999982 0.11842000000000001 0.086995000000000017 0.11524500000000001 -0.077099999999999988 -0.012509999999999999 0.087285000000000015 0.10549000000000001 -0.067094999999999988 -0.070499999999999993 -0.078809999999999977 0.089005000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 -1 -3 11 -11 13 -13 15 16 24 18 -16 20 22 -22 23 -20 -15 26 27 -24 -29 -28
right_child=1 9 -4 -5 -6 -7 -8 -9 -10 10 -12 12 -14 14 17 -17 -18 -19 19 -21 21 -23 25 -25 -26 -27 29 28 -30 -31
leaf_value=6.6024327419453049e-08 7.3538194122929352e-07 2.3360955453175382e-07 -4.9852610862478317e-07 2.2020453608699123e-07 -4.5951557163120398e-07 2.8657962287681475e-07 -5.9901280965710792e-07 3.1328773578328161e-07 -2.8099756958807932e-07 2.9984719594722267e-07 -4.3730772247840832e-07 3.5472477090946624e-07 -4.0364869676068342e-07 -8.1402323823601491e-10 1.0308810170331724e-06 -1.0332044576410192e-06 -1.0609210023786049e-06 -1.0522080989971983e-06 1.1658992410555305e-06 7.7688642763122687e-07 -1.5796728774830627e-06 2.2211604059087961e-07 5.555986719963297e-08 -7.6387898188686041e-09 8.2613670268410326e-07 -6.3245766325921562e-07 1.3546874429317706e-07 -2.6334627136748166e-08 -1.6830857757470413e-06 9.5326968562403636e-07
leaf_weight=44 21 33 27 24 26 32 21 21 27 25 20 23 20 1966 23 27 22 20 26 37 20 21 376 22 23 22 89 20 23 20
leaf_count=44 21 33 27 24 26 32 21 21 27 25 20 23 20 1966 23 27 22 20 26 37 20 21 376 22 23 22 89 20 23 20
internal_value=0 7.46462e-09 -9.74515e-08 -4.19181e-08 -7.87073e-08 -1.04244e-08 -9.45318e-08 2.06215e-08 -6.59417e-08 2.1532e-09 -5.31527e-10 2.56069e-09 -9.36495e-11 2.80962e-09 -1.26193e-10 -1.66026e-08 -2.9535e-09 4.65759e-08 7.80147e-08 4.55947e-08 3.2507e-09 -6.56805e-07 4.85054e-08 6.28028e-07 8.7485e-09 -2.07111e-09 2.4195e-08 -4.3788e-08 -9.12504e-07 2.85524e-07
internal_weight=0 2899 222 195 171 145 113 92 71 2878 2845 2825 2800 2780 2757 2038 2011 719 699 676 639 41 598 48 1989 550 528 419 43 109
internal_count=3121 2899 222 195 171 145 113 92 71 2878 2845 2825 2800 2780 2757 2038 2011 719 699 676 639 41 598 48 1989 550 528 419 43 109
is_linear=0
shrinkage=0.1


Tree=8893
num_leaves=31
num_cat=0
split_feature=160 131 481 1447 42 43 160 42 13 1447 3 1456 2 403 50 132 1204 50 1209 1209 403 133 43 160 1209 403 0 484 403 51
split_gain=2.02272e-10 3.09476e-09 4.67643e-09 1.7205e-09 1.02188e-09 1.04655e-09 4.65967e-10 1.05854e-09 3.70377e-10 2.64948e-10 1.28097e-09 2.68594e-09 1.35797e-09 1.11132e-09 4.35012e-10 1.74966e-09 5.29782e-09 1.21387e-09 1.09411e-09 6.76177e-10 7.67098e-10 1.90433e-09 5.5938e-10 1.02171e-09 5.4349e-10 1.02274e-09 5.22088e-10 7.13629e-10 4.8396e-10 4.58278e-10
threshold=-0.4909099999999999 0.089415000000000008 -0.086219999999999977 -0.085684999999999997 0.090545000000000014 -0.080884999999999985 -0.42113499999999993 0.086555000000000007 -0.084774999999999989 -0.085709999999999995 -0.085784999999999986 0.085665000000000005 0.087470000000000006 -0.55276999999999987 0.083090000000000011 -0.083284999999999984 -0.077669999999999989 0.087730000000000016 -0.038154999999999994 1.0000000180025095e-35 -1.0000000180025095e-35 0.26430000000000003 0.060960000000000007 -0.16266999999999995 -0.085894999999999985 -0.012454999999999999 -0.090644999999999989 -0.063394999999999993 -0.5425549999999999 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -2 -7 10 -8 12 -12 -11 24 -16 -17 -18 -19 20 21 -20 23 -22 25 -15 27 -25 -26 -28
right_child=6 -3 3 4 -6 8 9 -9 -10 13 11 -13 -14 14 15 16 17 18 19 -21 22 -23 -24 26 28 -27 29 -29 -30 -31
leaf_value=1.6505252310545467e-06 1.4188412229352502e-07 -1.0288258032514499e-06 -7.4329308117542141e-07 -9.197563077035035e-08 -4.2835276445885031e-07 9.7967609349325366e-07 6.7997328327962243e-07 -8.6331479995038765e-07 4.3110417728975393e-07 -6.2280776229146857e-07 8.9950126345644578e-07 -9.6484690397633322e-07 -2.1273707272398281e-07 -8.890864580735071e-07 8.2702431162336635e-07 -1.5117097940934142e-06 8.3971688928324352e-07 7.9572237552838489e-07 1.1344889717758055e-06 -5.2923764485512944e-07 6.5458864742140583e-07 -2.3822954062779901e-08 -4.0217354390117709e-07 -6.2567843114352253e-07 4.7814327444939416e-07 1.2221978067827877e-07 5.0055945735039129e-07 1.3976413846367428e-07 -1.5934535289293794e-08 2.1845494933471271e-09
leaf_weight=21 22 21 23 31 20 20 32 20 32 29 23 23 21 20 30 21 22 20 22 20 25 40 31 29 20 20 21 21 2269 152
leaf_count=21 22 21 23 31 20 20 32 20 32 29 23 23 21 20 30 21 22 20 22 20 25 40 31 29 20 20 21 21 2269 152
internal_value=0 1.06729e-07 2.68951e-07 3.8689e-08 2.13306e-07 3.67923e-07 -6.0758e-09 -3.36782e-07 6.42093e-07 -1.30436e-09 1.59482e-07 -8.91109e-08 3.6866e-07 -6.96505e-09 -5.47715e-10 8.89992e-08 3.67804e-08 1.17471e-07 7.57665e-08 3.58798e-08 6.90245e-08 3.87191e-07 -1.67918e-09 4.83826e-08 -1.80034e-08 -3.83433e-07 -1.95777e-08 -3.04193e-07 -1.16176e-08 6.26809e-08
internal_weight=0 168 147 126 103 83 2953 42 52 2911 99 67 44 2812 2783 454 424 403 381 361 341 62 279 248 2329 40 223 50 2289 173
internal_count=3121 168 147 126 103 83 2953 42 52 2911 99 67 44 2812 2783 454 424 403 381 361 341 62 279 248 2329 40 223 50 2289 173
is_linear=0
shrinkage=0.1


Tree=8894
num_leaves=31
num_cat=0
split_feature=132 399 1203 50 393 1 394 1176 394 39 33 40 47 47 47 131 2 1456 47 16 49 43 4 47 133 43 52 13 13 13
split_gain=2.31024e-10 9.30391e-10 6.31458e-10 3.46816e-10 2.61332e-10 7.71112e-10 2.89716e-10 4.66182e-10 3.12284e-10 2.49945e-10 5.69461e-10 4.09366e-10 3.03154e-10 1.72885e-09 1.52393e-09 3.04242e-10 4.37383e-10 1.55584e-09 7.87084e-10 3.00458e-10 4.86864e-10 3.66441e-10 4.14956e-10 2.96111e-10 2.66284e-10 4.16996e-10 8.68374e-10 4.08902e-10 2.01843e-09 8.46429e-10
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.093975000000000017 0.088255000000000014 0.088975000000000012 -0.12099999999999998 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.009184999999999997 -0.047054999999999993 0.094160000000000008 0.090100000000000013 0.096850000000000006 0.096490000000000006 0.10402500000000002 -0.077349999999999988 0.11768500000000003 0.40737000000000007 -0.0087049999999999992 -0.073404999999999984 -0.0096849999999999974 0.13283000000000003 -0.24227499999999996 0.084740000000000024 0.084735000000000019 -0.097224999999999992 -0.099939999999999987 -0.094514999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 6 -6 -2 8 9 11 -11 -8 13 24 -14 16 17 -16 -18 20 -19 22 -22 -20 -12 27 -27 28 -26 -29
right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 12 -13 14 -15 15 -17 18 19 23 -21 21 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=9.1397723979623284e-10 3.3118899804346969e-07 4.9897750934154544e-07 -6.3503564561528948e-07 -4.2916562101763271e-07 9.1428839631228529e-08 -6.5828012857902815e-07 -1.8013771756792659e-08 -4.0394466854617605e-07 3.2703519489511263e-07 -4.3466374866814779e-07 1.7703222946844715e-07 5.743421111503722e-07 8.6402005810744722e-07 -7.1603550564869992e-07 9.6696305163169168e-07 -2.5795478517665062e-07 -6.1351474473865344e-07 -2.5029567700991198e-07 3.7958322477173909e-07 -2.9776912707678677e-07 1.1093683576746116e-07 -4.780018823057304e-08 6.8710038067365532e-07 -1.2109246305598204e-07 2.8997164710055429e-08 -1.3522948972956152e-08 -6.5388648171923111e-07 -4.8162890124871957e-07 1.0972367679862317e-06 1.2039847002537754e-09
leaf_weight=175 27 38 20 21 34 23 28 28 30 30 84 20 24 34 21 32 23 28 21 22 25 29 25 27 153 72 30 37 20 1940
leaf_count=175 27 38 20 21 34 23 28 28 30 30 84 20 24 34 21 32 23 28 21 22 25 29 25 27 153 72 30 37 20 1940
internal_value=0 7.41175e-09 -9.97835e-08 -4.5166e-08 8.96406e-10 -2.11085e-07 5.19639e-09 2.03369e-09 6.15978e-09 2.62721e-09 -1.42821e-09 2.28801e-07 3.48191e-09 -8.08776e-09 1.02471e-07 3.02297e-08 7.19577e-08 1.68745e-07 -1.32522e-07 3.88025e-08 1.08004e-07 2.34997e-07 3.99019e-07 9.79532e-08 2.21628e-09 -4.30439e-09 -2.01865e-07 5.06826e-09 1.52493e-07 -7.83234e-09
internal_weight=0 2905 216 196 2867 57 2810 2783 2755 2725 2677 48 2647 2370 277 253 221 150 71 129 107 79 50 48 2336 2252 102 2150 173 1977
internal_count=3121 2905 216 196 2867 57 2810 2783 2755 2725 2677 48 2647 2370 277 253 221 150 71 129 107 79 50 48 2336 2252 102 2150 173 1977
is_linear=0
shrinkage=0.1


Tree=8895
num_leaves=31
num_cat=0
split_feature=33 34 160 483 484 4 160 2 0 457 448 2 1348 457 16 16 1371 150 482 121 158 13 0 133 160 12 484 51 52 13
split_gain=1.91427e-10 2.26968e-10 1.8963e-10 4.02634e-10 3.2567e-10 4.49278e-10 4.01925e-10 7.7151e-10 9.16995e-10 2.9596e-10 8.7567e-10 7.321e-10 7.24653e-10 5.57971e-10 2.67354e-10 1.98063e-09 1.46576e-09 8.95487e-10 8.79388e-10 1.25238e-09 6.70047e-10 6.54724e-10 9.3628e-10 8.90628e-10 1.24696e-09 8.3881e-10 1.18062e-09 2.24713e-09 1.6577e-09 8.77433e-10
threshold=-0.0066799999999999993 -0.112215 0.62940000000000007 -0.47181499999999993 -0.23687999999999995 -0.016959999999999999 0.10908000000000002 0.10912000000000001 -0.082619999999999985 0.11612500000000002 0.030280000000000001 0.090175000000000019 0.091105000000000005 0.096470000000000014 -0.0094449999999999968 -0.0087049999999999992 0.083235000000000017 0.10335500000000002 0.098465000000000011 -0.081149999999999986 0.11651000000000002 -0.055129999999999992 0.10455500000000001 0.098785000000000012 -0.013324999999999998 0.096525000000000014 -0.017214999999999998 -0.014565 0.096795000000000006 -0.084319999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 9 8 -8 10 12 -11 13 14 16 -16 18 21 19 -6 -21 22 23 25 -25 26 27 -17 -28 -29
right_child=1 2 -4 4 6 -7 7 -9 -10 11 -12 -13 -14 -15 15 17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 28 29 -30 -31
leaf_value=2.3598482578242567e-07 -3.2264881339601334e-07 4.4897123530063254e-07 -2.9977022569212186e-07 -8.3628258001529803e-08 8.0516636216998457e-07 4.2562528922023443e-07 -1.2412188307617153e-08 2.9705272083901948e-07 -8.2919008467082941e-07 -1.3309454833286229e-07 -6.3307172281797235e-07 6.2480832536948589e-07 6.0008103730524454e-07 -5.1752622555665901e-07 -9.4024591650310192e-07 -3.7559878367510181e-07 6.7262606080475966e-07 4.9969900342006211e-07 -5.6749852193914969e-07 2.6577231498356483e-09 5.8481381870478799e-07 4.0578776630894296e-08 -7.9941350463741409e-07 -1.0316957403480719e-06 -1.2968412714068716e-09 3.6103386795124002e-07 -1.1944210379394873e-07 2.8032759786356109e-07 -9.8411334738557348e-07 1.2170413276635373e-06
leaf_weight=34 22 20 21 30 20 41 27 20 28 26 22 25 20 21 24 32 34 32 26 1726 20 477 20 23 24 45 196 20 25 20
leaf_count=34 22 20 21 30 20 41 27 20 28 26 22 25 20 21 24 32 34 32 26 1726 20 477 20 23 24 45 196 20 25 20
internal_value=0 -2.59907e-09 -3.01813e-10 1.76417e-09 -1.19355e-09 2.10448e-07 -6.28212e-09 -2.34819e-07 -4.28226e-07 -3.26511e-10 -4.63369e-09 2.38426e-07 2.95234e-10 -4.01203e-09 -1.10507e-10 -4.35038e-08 2.21803e-08 -1.9957e-08 9.83921e-09 1.83391e-08 9.32618e-09 -3.88107e-08 -1.32314e-07 -9.76594e-08 -5.05535e-07 -4.0943e-08 -1.0268e-07 2.49003e-07 -2.17256e-07 7.48684e-07
internal_weight=0 3087 3065 3044 3024 71 2953 75 55 2878 2827 51 2805 2785 2764 938 1826 914 1792 1766 1746 882 405 385 47 338 293 72 221 40
internal_count=3121 3087 3065 3044 3024 71 2953 75 55 2878 2827 51 2805 2785 2764 938 1826 914 1792 1766 1746 882 405 385 47 338 293 72 221 40
is_linear=0
shrinkage=0.1


Tree=8896
num_leaves=31
num_cat=0
split_feature=421 9 2 10 11 34 147 448 150 150 456 4 457 150 3 13 457 15 133 133 133 16 150 1447 480 481 4 482 16 480
split_gain=2.11956e-10 3.30078e-10 4.20107e-10 2.99046e-10 5.02027e-10 4.89798e-10 2.30915e-10 4.23269e-10 2.21996e-10 6.3577e-10 6.10501e-10 1.20839e-09 2.15308e-10 4.04882e-10 2.94437e-10 9.5954e-10 3.90573e-10 3.70491e-10 2.92488e-10 1.8121e-09 1.64133e-09 3.5281e-09 1.49344e-09 1.26749e-09 9.84412e-10 8.64718e-10 1.60103e-09 6.58907e-10 9.14249e-10 6.52905e-10
threshold=-1.0000000180025095e-35 0.092410000000000006 -0.18970999999999996 0.053330000000000009 -1.0000000180025095e-35 -0.028109999999999996 0.097985000000000017 1.0000000180025095e-35 0.11989500000000002 0.11386500000000001 -0.085409999999999986 0.033845000000000007 -0.14249999999999999 0.10980500000000001 0.31299000000000005 -0.47860499999999995 0.10378500000000002 -0.30407999999999996 0.09112000000000002 0.089980000000000018 0.093255000000000018 -0.0087049999999999992 0.10605000000000002 0.059120000000000013 0.091045000000000001 -0.00058999999999999992 -0.0060199999999999993 -0.43851499999999993 0.63636000000000015 0.086995000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -5 7 8 9 12 -10 -12 -6 14 16 17 18 -16 19 22 21 -20 23 24 27 26 -26 -14 -29 -22
right_child=1 2 -4 5 6 -7 -8 -9 10 -11 11 -13 13 -15 15 -17 -18 -19 20 -21 29 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-3.2450627713842555e-07 4.670545536718553e-07 -4.6155667160727046e-08 5.4604196520813285e-07 -6.0756153093929507e-07 2.480553786533753e-07 8.3912641599681605e-08 -2.4687344390515951e-07 4.2853036337992708e-07 2.7303015680705097e-07 5.2580945044195213e-07 7.6852319405470898e-08 -9.2155696181221591e-07 5.3790213211290057e-07 -4.4255530738047088e-07 -1.7604683622804176e-07 -6.3334185521550057e-07 3.8921493206509276e-07 4.1863843023293159e-07 -1.5229067240279223e-06 8.6318477968916337e-07 2.5491411854686626e-08 1.4861629255489918e-07 8.6671828555040523e-07 -5.8161221069305019e-07 1.1465451660359787e-06 -6.5733356352991125e-08 9.0088198234639094e-08 -3.0837944492791199e-09 -5.1890276344985463e-07 -3.6177182186255173e-07
leaf_weight=20 23 23 25 21 34 20 38 23 21 23 27 22 22 21 22 30 26 20 23 25 468 28 20 37 26 35 32 1883 35 48
leaf_count=20 23 23 25 21 34 20 38 23 21 23 27 22 22 21 22 30 26 20 23 25 468 28 20 37 26 35 32 1883 35 48
internal_value=0 2.0848e-09 2.62281e-07 -2.00606e-09 1.64543e-09 -2.70257e-07 -1.93584e-09 1.21822e-09 -2.1384e-09 2.17088e-09 -1.7808e-07 -3.71413e-07 -2.07734e-09 -5.11358e-09 -1.80916e-09 -2.01396e-07 3.49743e-09 1.07137e-07 -2.41811e-10 1.68568e-08 -6.40223e-08 -6.05208e-07 6.73326e-09 -1.57578e-09 8.98072e-09 3.26799e-07 5.63672e-07 -6.25491e-09 -1.24965e-08 -1.05331e-08
internal_weight=0 3101 48 3053 3012 41 2989 2951 2928 2858 70 49 2835 2801 2780 72 2708 42 2682 2115 567 51 2090 2070 2033 93 58 1940 1918 516
internal_count=3121 3101 48 3053 3012 41 2989 2951 2928 2858 70 49 2835 2801 2780 72 2708 42 2682 2115 567 51 2090 2070 2033 93 58 1940 1918 516
is_linear=0
shrinkage=0.1


Tree=8897
num_leaves=31
num_cat=0
split_feature=160 131 481 1447 2 16 0 160 49 50 1211 50 132 51 481 474 12 1447 12 403 50 15 4 3 12 50 50 1 50 1209
split_gain=1.94032e-10 2.47619e-09 3.8086e-09 1.43532e-09 7.60525e-10 1.07047e-09 6.09407e-10 3.65653e-10 9.59908e-10 2.4506e-10 1.82839e-09 8.6456e-10 5.97521e-10 6.22834e-10 7.65591e-10 1.60335e-09 7.42066e-10 5.92001e-10 2.21242e-09 1.24798e-09 5.29818e-10 1.59176e-09 2.97132e-09 3.12758e-09 1.56784e-09 5.15989e-10 5.96126e-10 4.98124e-10 5.22388e-10 4.6285e-10
threshold=-0.4909099999999999 0.089415000000000008 -0.086219999999999977 -0.085684999999999997 0.093680000000000013 -0.020119999999999996 -0.080119999999999983 -0.42113499999999993 0.082865000000000008 0.096900000000000014 0.11048500000000001 0.094920000000000018 -0.078039999999999984 -0.025879999999999997 -0.081334999999999977 0.088510000000000019 0.087215000000000015 -0.085709999999999995 0.083985000000000018 -0.55276999999999987 0.083090000000000011 0.090325000000000003 -0.083644999999999983 -0.082154999999999992 0.087925000000000017 0.10917 0.10377500000000002 0.085110000000000005 0.11916500000000001 -0.092684999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6 8 -2 11 12 17 -11 16 -15 25 -14 18 -9 -19 29 22 24 -24 -22 26 -16 -27 -29 -21
right_child=7 -3 3 4 6 -7 -8 9 -10 10 -12 -13 13 14 15 -17 -18 19 -20 20 21 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=1.496447872081522e-06 -8.0030650536855322e-07 -9.1121580843329358e-07 -6.7240104128097266e-07 7.6404936143680486e-07 -4.982828173183407e-07 -1.4399798686781651e-07 2.3244070553118945e-07 1.062259855065468e-06 1.5691648888543406e-07 -5.1204394281967323e-07 9.5988836454291069e-07 -5.859338958093584e-07 -6.5275840242406959e-07 5.3443289479636822e-07 6.0941957062352921e-08 -7.8792770257981228e-07 1.6446816019310973e-07 -7.0257197688323899e-07 -2.4134922914716603e-07 -4.8486731429875363e-07 3.21159673717375e-07 -4.0260956495785655e-07 1.455184972134221e-06 7.7779529661370364e-08 -9.3097471808079047e-07 2.8588487398482881e-07 7.0212963378410152e-07 -4.2376316888989735e-07 8.0322718910307559e-08 -1.3263244236074004e-08
leaf_weight=21 20 21 23 37 21 20 25 23 22 20 22 26 25 37 29 21 20 26 30 21 20 35 34 32 20 47 29 34 52 2308
leaf_count=21 20 21 23 37 21 20 25 23 22 20 22 26 25 37 29 21 20 26 30 21 20 35 34 32 20 47 29 34 52 2308
internal_value=0 1.04533e-07 2.4964e-07 4.18391e-08 2.0133e-07 4.45436e-07 -1.0115e-07 -5.95012e-09 -2.98904e-07 -1.72337e-09 7.85985e-08 -1.22042e-08 1.68521e-08 5.28314e-08 1.14707e-07 4.14529e-08 -2.89547e-07 -6.35212e-09 3.24368e-07 -1.33746e-08 -6.11991e-09 1.82111e-07 3.75179e-07 7.87352e-07 -3.04908e-07 1.32641e-07 3.81536e-07 2.41009e-08 -1.18967e-07 -1.75156e-08
internal_weight=0 168 147 126 103 57 46 2953 42 2911 336 2575 314 294 249 212 45 2549 53 2496 2470 141 106 66 40 191 58 133 86 2329
internal_count=3121 168 147 126 103 57 46 2953 42 2911 336 2575 314 294 249 212 45 2549 53 2496 2470 141 106 66 40 191 58 133 86 2329
is_linear=0
shrinkage=0.1


Tree=8898
num_leaves=31
num_cat=0
split_feature=480 2 481 2 0 481 481 481 481 481 480 481 481 1446 160 160 156 160 51 1372 482 52 482 1455 457 0 0 160 1456 51
split_gain=1.99075e-10 1.13521e-09 2.4701e-10 4.51193e-09 3.68832e-09 7.05415e-10 6.47135e-10 4.55234e-10 3.36414e-10 3.38169e-10 3.20463e-10 7.2999e-10 4.30428e-10 2.92689e-10 2.15219e-10 1.66448e-09 9.08561e-10 6.39259e-10 2.69682e-09 1.28233e-09 5.88727e-10 1.33332e-09 7.79523e-10 5.72969e-10 5.68661e-10 5.36565e-10 9.16181e-10 8.40169e-10 4.10323e-10 4.07803e-10
threshold=0.11471500000000003 0.094215000000000007 -0.087424999999999989 0.091185000000000002 -0.086554999999999979 -0.085629999999999984 -0.08347499999999998 -0.081334999999999977 -0.079279999999999975 -0.07496499999999999 0.10272000000000002 -0.065229999999999996 -0.050084999999999991 0.081855000000000025 -0.090484999999999996 -0.088854999999999976 0.086860000000000007 -0.085764999999999994 -0.085384999999999989 -0.065504999999999994 0.090355000000000005 0.12445000000000002 0.08673500000000002 0.018650000000000003 -0.15747999999999998 -0.072269999999999987 -0.090644999999999989 -0.42113499999999993 -0.016459999999999999 0.067785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -4 -7 -8 -9 -10 11 -11 -13 14 16 -16 20 18 -17 -19 22 -22 23 25 -21 26 29 -28 -25 -14
right_child=1 -3 5 -5 -6 6 7 8 9 10 -12 12 13 -15 15 17 -18 19 -20 24 21 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=1.83286323267044e-07 7.5808749016914595e-07 -2.9461474320041383e-07 4.6189191683273141e-07 1.1701296472210744e-06 -1.2286930596756802e-06 -5.4336250266053618e-07 4.2592751970005346e-07 -3.9218891284452763e-07 3.525867624729371e-07 -5.5523613013974686e-07 3.6088929628400971e-07 3.8874195301527181e-07 -7.9992101247070327e-08 -3.4592512702147364e-07 -8.9858439629270367e-07 1.2227102797623956e-06 5.6413948758451151e-07 -7.0971170355978063e-07 -3.8173277387572435e-07 5.2739266358514676e-07 -1.7663650524468722e-07 9.5151127283088504e-07 -6.2733550434824706e-07 1.9274642940300427e-08 -8.1085181854255907e-09 2.6142948462854071e-07 -9.0884849666868692e-07 -1.5685235005764462e-07 6.2335414412473262e-07 4.5368846355943659e-07
leaf_weight=37 20 21 33 20 37 22 25 22 27 24 24 28 45 25 21 20 34 26 22 20 22 20 21 22 2339 37 24 39 23 21
leaf_count=37 20 21 33 20 37 22 25 22 27 24 24 28 45 25 21 20 34 26 22 20 22 20 21 22 2339 37 24 39 23 21
internal_value=0 2.18899e-07 -2.91502e-09 -1.62526e-07 -5.22703e-07 2.10958e-09 -3.02853e-09 1.02721e-09 -2.62817e-09 3.43519e-10 -2.98535e-09 -6.06794e-09 -1.37587e-09 -5.3037e-09 -2.21388e-09 -1.21261e-08 7.65688e-08 -4.45587e-09 3.82288e-07 -1.12664e-08 1.60674e-08 3.60577e-07 -4.63007e-08 1.15274e-08 -3.56845e-09 -7.42705e-08 -1.70557e-07 -4.43327e-07 3.28026e-07 8.98154e-08
internal_weight=0 41 3080 94 74 2986 2953 2931 2906 2884 2857 2833 2809 2781 2756 2448 308 2427 42 2385 274 42 232 211 2359 166 129 63 45 66
internal_count=3121 41 3080 94 74 2986 2953 2931 2906 2884 2857 2833 2809 2781 2756 2448 308 2427 42 2385 274 42 232 211 2359 166 129 63 45 66
is_linear=0
shrinkage=0.1


Tree=8899
num_leaves=31
num_cat=0
split_feature=120 33 1 120 1 1132 9 3 10 16 51 2 97 4 1 15 147 147 45 1 1 1 15 4 16 1 48 4 52 1
split_gain=1.87995e-10 5.19829e-10 3.33641e-10 7.51869e-10 5.09096e-10 2.4615e-10 2.43995e-10 8.61238e-10 3.209e-10 5.82935e-09 2.72232e-09 7.34036e-10 4.68721e-10 5.49795e-10 9.27511e-10 3.19567e-10 4.21006e-10 4.76539e-10 4.73078e-10 5.54511e-10 5.8336e-10 5.39481e-10 4.90656e-10 3.8745e-10 5.29724e-10 4.41134e-10 9.09845e-10 5.2335e-10 4.53013e-10 3.81807e-10
threshold=0.09852000000000001 -0.044254999999999996 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 -1.0000000180025095e-35 0.091600000000000015 -0.13309499999999996 -0.0093599999999999985 -0.056919999999999991 0.080335000000000018 -0.045829999999999989 -0.079444999999999988 0.50822500000000004 0.12577000000000002 -0.43375999999999998 0.099230000000000013 0.093875000000000014 0.094030000000000016 0.11751000000000002 0.12000500000000001 0.11507500000000002 -0.052074999999999989 0.27044500000000005 -0.50859499999999991 0.11061500000000002 0.12474000000000002 0.24564500000000003 -0.077024999999999996 0.10658000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 8 -8 9 10 -7 -10 -13 15 -15 -14 17 18 19 21 -21 23 -22 25 -25 26 27 29 -27 -17
right_child=-2 2 -4 -5 -6 6 7 -9 11 -11 -12 12 13 14 -16 16 -18 -19 -20 20 22 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=4.9795567119439339e-07 -2.8484291748475737e-07 -3.5302404199910598e-07 3.7012229938682143e-07 -5.737838685727974e-07 4.7943213132839446e-07 -1.2107921023130075e-06 2.3581226313043857e-07 -6.1431564185673219e-07 -4.7965903715585512e-07 1.1428036261587762e-06 1.7672981566500958e-07 -4.6867379523973799e-07 -3.2609849624757697e-07 -9.6548861604008255e-09 7.4158315941703966e-07 2.6320075450876969e-09 3.7461323377859419e-07 -4.8839657438293218e-07 -4.3136924057307626e-07 -6.7780800453543972e-07 6.4109594732324125e-08 3.9940077556366305e-07 -4.6724929327979228e-07 2.3174855466755339e-08 6.3755314025239273e-07 -6.625219180023124e-07 6.3482517712936501e-07 -3.6529933948402592e-07 2.479429267190253e-09 2.741562998155458e-07
leaf_weight=21 23 20 24 23 22 26 22 26 32 38 31 21 30 42 27 2264 30 20 25 22 57 36 25 36 23 20 23 38 21 53
leaf_count=21 23 20 24 23 22 26 22 26 32 38 31 21 30 42 27 2264 30 20 25 22 57 36 25 36 23 20 23 38 21 53
internal_value=0 2.11349e-09 -1.27055e-09 -4.19012e-09 1.33533e-10 -3.37198e-09 -1.0316e-09 -2.24674e-07 2.6197e-09 1.83416e-07 -4.56175e-07 -3.41745e-09 2.00016e-09 5.54032e-09 2.84308e-07 -1.52356e-09 2.0922e-09 -2.10443e-09 1.57542e-09 5.70973e-09 -2.20565e-07 1.50703e-08 -9.78901e-08 9.48684e-09 2.62678e-07 3.31144e-09 8.91874e-09 2.80585e-09 -3.21911e-07 8.84296e-09
internal_weight=0 3098 3077 3053 3030 3008 2988 48 2940 95 57 2845 2813 2792 69 2723 2693 2663 2643 2618 104 2514 82 2478 59 2419 2378 2355 41 2317
internal_count=3121 3098 3077 3053 3030 3008 2988 48 2940 95 57 2845 2813 2792 69 2723 2693 2663 2643 2618 104 2514 82 2478 59 2419 2378 2355 41 2317
is_linear=0
shrinkage=0.1


Tree=8900
num_leaves=31
num_cat=0
split_feature=46 47 47 47 47 148 447 131 1209 123 2 120 33 4 132 1186 1185 393 50 0 130 133 15 2 2 2 160 0 16 3
split_gain=1.9351e-10 2.37211e-10 1.87888e-09 1.78374e-09 3.09589e-10 2.84763e-10 3.25418e-10 2.52657e-10 3.32439e-10 2.69157e-10 3.9237e-10 2.90155e-10 5.12852e-10 3.66573e-10 3.37608e-10 5.80741e-09 3.0328e-09 6.51817e-10 4.90667e-10 3.29061e-10 5.39686e-10 3.95048e-10 3.87955e-10 2.88166e-10 1.96159e-09 1.13635e-09 2.00093e-09 1.87645e-09 1.3797e-09 2.65014e-09
threshold=0.096120000000000011 0.094460000000000002 0.096770000000000009 0.091680000000000011 0.089785000000000018 -0.10069499999999999 0.094580000000000011 0.13767000000000004 0.14268500000000003 0.10129000000000001 0.13404500000000005 1.0000000180025095e-35 -0.012019999999999998 0.63113500000000011 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10317000000000003 0.09227500000000001 -0.073309999999999986 0.10923000000000001 -0.14717499999999997 0.084370000000000014 0.10613000000000002 0.10497000000000002 0.10912000000000001 0.088405000000000011 -0.069444999999999993 -0.018494999999999998 -0.096099999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 8 9 11 -11 12 -7 14 15 17 -16 18 19 20 21 -14 -23 24 -18 28 -27 -28 -25 -30
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 10 -12 -13 13 -15 16 -17 23 -19 -20 -21 -22 22 -24 25 -26 26 27 -29 29 -31
leaf_value=2.9869968098950039e-07 2.3381591818503827e-07 -9.7701864583334776e-07 -1.6097317491598279e-08 9.0321615211699042e-07 -3.8328938780112025e-07 4.7079194167093628e-07 -3.3455118431573221e-07 -3.3526456168043626e-07 4.1118551308727552e-07 -4.4368042133012003e-08 5.4634793762240659e-07 -3.8166930039551521e-07 4.5675297049759441e-07 3.7751481335845941e-07 -1.2435911810371182e-06 1.6878301559180338e-06 -2.14952794480293e-09 -6.0017574439609154e-07 -4.6073921488698489e-07 4.3380608948003405e-07 -4.517562340465377e-07 -2.7839387688925788e-07 2.6513649586945576e-07 1.2151619542017779e-07 8.1310967810092435e-07 -8.8760379064764437e-08 1.17297800076043e-06 -9.7949689028436772e-08 1.8561394199423377e-09 -1.4692931545141619e-06
leaf_weight=32 35 22 271 22 21 23 29 22 20 23 22 20 24 25 20 21 1819 21 20 21 21 29 24 29 30 359 26 21 24 25
leaf_count=32 35 22 271 22 21 23 29 22 20 23 22 20 24 25 20 21 1819 21 20 21 21 29 24 29 30 359 26 21 24 25
internal_value=0 -2.649e-09 -8.82484e-08 6.33081e-09 -7.89892e-10 2.13101e-09 -1.3606e-09 2.23276e-09 5.01676e-09 1.94786e-09 2.44426e-07 -2.24566e-09 6.93333e-10 -3.53186e-09 -7.2912e-09 1.24315e-07 -1.74147e-08 -8.08969e-08 -2.44469e-09 7.45796e-08 -2.39751e-09 1.20155e-07 -3.22669e-08 -6.90313e-09 1.1078e-08 -7.55957e-08 -8.43471e-09 6.05117e-07 -4.25177e-07 -7.4873e-07
internal_weight=0 3086 293 2793 2771 2750 2718 2689 2667 2647 45 2602 2582 2559 2534 181 2353 160 139 119 98 77 53 2333 1849 484 406 47 78 49
internal_count=3121 3086 293 2793 2771 2750 2718 2689 2667 2647 45 2602 2582 2559 2534 181 2353 160 139 119 98 77 53 2333 1849 484 406 47 78 49
is_linear=0
shrinkage=0.1


Tree=8901
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 0 402 12 1203 4 0 39 33 15 47 47 0 15 2 47 1447 133 1374 1375 1447 133 1375 3 480 480 42
split_gain=2.08681e-10 1.25308e-09 5.67165e-10 3.49639e-10 2.35416e-10 2.31138e-10 3.16933e-10 5.38912e-10 2.12813e-10 2.39902e-10 1.83136e-10 6.45015e-10 4.01891e-10 2.60687e-10 1.6133e-09 1.46094e-09 4.7639e-09 5.66774e-10 5.5013e-10 2.52348e-10 2.49812e-10 2.44157e-09 2.75367e-09 2.13084e-09 1.61942e-09 1.52087e-09 4.09124e-09 1.35284e-09 1.14221e-09 3.50344e-09
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.098289999999999975 0.087450000000000014 0.10911500000000002 0.084375000000000019 -0.085034999999999986 -0.081784999999999983 -1.0000000180025095e-35 -0.009184999999999997 -0.033689999999999991 0.094160000000000008 0.091210000000000013 -0.10151999999999999 -0.11345499999999999 0.10402500000000002 0.097970000000000015 -0.12995499999999996 0.086910000000000015 0.087110000000000007 -0.085004999999999983 0.0071200000000000005 0.08622500000000001 -0.15308499999999997 0.090900000000000009 0.11303500000000001 0.086995000000000017 0.091205000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 -6 -10 12 -12 -3 14 19 16 17 -15 -17 -13 24 22 -22 28 25 26 -21 -27 -24 -30
right_child=1 10 -4 -5 5 -7 -8 -9 9 -11 11 13 -14 15 -16 18 -18 -19 -20 20 21 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=-2.4813836368029397e-07 7.7681995554441887e-07 -4.6908507478349295e-08 -5.7536957146195089e-07 -3.7511484602301037e-07 1.6738912819391774e-07 -2.0574989903274437e-07 4.10727920688973e-07 4.7287462458760795e-07 -4.8538762570160548e-07 -3.1923039094700861e-08 -4.6319726986136327e-07 2.7901353945036788e-07 5.0111173095501731e-07 3.4487014694416856e-07 -8.8017892819282553e-07 -5.2298952472152788e-07 1.7915752520991648e-06 -2.569086246223866e-07 6.4307101514411968e-09 1.6084040430541793e-06 1.2317157029428927e-06 -1.0454035460938372e-06 4.9889032813471697e-08 1.0593368364197886e-06 -7.7898224150528356e-07 -1.6193117803653745e-08 -4.1427718656450456e-07 -7.8857217085501561e-07 -1.2967613472483209e-06 3.1862168392418144e-07
leaf_weight=29 21 32 22 27 20 26 29 21 20 28 30 32 23 29 21 22 20 34 182 20 20 20 633 20 28 1615 20 23 25 29
leaf_count=29 21 32 22 27 20 26 29 21 20 28 30 32 23 29 21 22 20 34 182 20 20 20 633 20 28 1615 20 23 25 29
internal_value=0 7.1558e-09 -9.34418e-08 -4.04297e-08 1.18043e-08 6.41539e-08 1.23624e-07 3.00736e-08 -1.06674e-07 -2.20867e-07 1.53976e-09 -1.98124e-09 1.82264e-07 2.97274e-09 -7.36616e-09 9.3249e-08 4.46962e-07 2.01007e-08 -5.06636e-08 9.72042e-12 -3.62995e-09 4.45967e-08 7.45829e-08 4.18493e-08 -2.47468e-08 -1.21612e-08 5.97063e-07 -2.70385e-08 1.22282e-08 -4.29241e-07
internal_weight=0 2899 222 200 173 144 118 89 68 48 2878 2823 55 2793 2506 287 83 63 204 2485 2453 747 727 707 1706 1678 40 1638 687 54
internal_count=3121 2899 222 200 173 144 118 89 68 48 2878 2823 55 2793 2506 287 83 63 204 2485 2453 747 727 707 1706 1678 40 1638 687 54
is_linear=0
shrinkage=0.1


Tree=8902
num_leaves=31
num_cat=0
split_feature=480 160 480 3 483 158 1456 2 1446 132 0 1203 2 52 484 484 1 1 1 4 13 42 3 13 43 133 4 43 13 3
split_gain=2.12331e-10 1.07761e-09 2.36074e-10 1.34774e-09 3.44192e-10 3.7962e-10 2.93039e-10 2.83678e-10 1.83196e-09 1.52859e-09 6.98415e-09 4.39048e-09 1.09833e-09 1.0543e-09 4.64767e-09 1.96394e-09 1.61454e-09 1.2439e-08 1.09242e-08 2.33954e-09 4.02143e-09 3.20572e-09 4.12229e-09 1.42013e-09 1.16469e-09 1.69424e-09 1.00227e-09 8.25591e-10 1.28367e-09 8.04374e-10
threshold=0.11471500000000003 -0.52336499999999997 0.10344000000000002 -0.072894999999999988 -0.47356499999999996 0.13634500000000002 0.11510000000000002 0.083715000000000026 0.090300000000000005 -0.083284999999999984 -0.082284999999999983 0.088310000000000013 0.083935000000000023 -0.0092699999999999987 -0.074759999999999979 -0.079734999999999986 0.09253500000000002 0.093700000000000019 0.091345000000000023 -0.083644999999999983 -0.015874999999999997 -0.095284999999999995 -0.096099999999999977 -0.00096999999999999983 -0.074974999999999986 0.087495000000000003 0.24564500000000003 -0.0061399999999999988 -0.090639999999999984 -0.082794999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 6 7 8 9 10 -6 13 -9 15 -15 -11 18 -18 19 21 27 -16 -23 24 25 -19 -25 29 -29 -21
right_child=1 -3 3 -5 5 -7 -8 12 -10 11 -12 -13 -14 14 16 -17 17 23 -20 20 -22 22 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-3.6918591069934336e-07 7.2639403060612671e-07 -2.9925288998811087e-07 2.9586557191840298e-07 -8.1217584341261724e-07 -5.2808993569897211e-07 4.3762233694621958e-07 3.0148619121206368e-07 -5.9428933964640731e-07 8.7339420728172774e-07 -8.4729078500512354e-07 1.9790460032709236e-06 -1.4755805391075685e-06 -1.2888052010959975e-08 1.6052396696863979e-06 3.7445635854282959e-07 -2.8592220716836032e-08 2.495210302297127e-06 9.7597497721313427e-07 -2.2596383685554018e-06 2.5092960785596834e-07 1.3546414828150926e-06 4.6788723011559343e-08 -1.9835537241874592e-06 -9.6359130823301431e-07 -5.1028799103696492e-08 -1.7998069868748904e-07 -1.9478544183664843e-08 9.0110850563136912e-07 -1.6735043424847866e-07 -5.2508906225976741e-07
leaf_weight=25 21 20 23 21 25 20 32 33 26 34 20 20 2112 20 32 212 22 32 22 22 30 20 20 23 112 21 22 22 23 34
leaf_count=25 21 20 23 21 25 20 32 33 26 34 20 20 2112 20 32 212 22 32 22 22 30 20 20 23 112 21 22 22 23 34
internal_value=0 2.26078e-07 -3.00122e-09 -2.32972e-07 3.317e-10 3.39976e-09 4.96236e-10 -2.75881e-09 4.75034e-08 2.02532e-08 5.86193e-07 -1.4023e-08 -2.18327e-08 2.64073e-08 1.13128e-07 -1.41746e-07 4.78274e-08 2.32931e-07 -1.43034e-07 8.63512e-08 3.3803e-07 -3.71565e-07 -9.68383e-07 -4.07023e-09 1.31736e-07 5.17955e-07 -5.02025e-07 3.60668e-08 3.55007e-07 -2.20225e-07
internal_weight=0 41 3080 44 3036 3011 2991 2959 814 788 45 743 2145 723 477 246 457 232 225 203 131 72 40 210 165 53 45 101 45 56
internal_count=3121 41 3080 44 3036 3011 2991 2959 814 788 45 743 2145 723 477 246 457 232 225 203 131 72 40 210 165 53 45 101 45 56
is_linear=0
shrinkage=0.1


Tree=8903
num_leaves=31
num_cat=0
split_feature=160 483 51 133 480 16 480 158 158 2 158 2 1456 1456 158 33 154 473 1447 160 13 403 1453 1452 484 133 484 15 1455 43
split_gain=2.13999e-10 3.35619e-10 2.62814e-10 1.73432e-09 3.11947e-10 2.1388e-09 7.05711e-10 3.67693e-10 5.65792e-10 1.49195e-09 7.82588e-10 5.405e-10 3.19879e-10 4.62707e-10 2.96522e-10 3.2381e-10 3.13003e-10 2.9969e-10 2.87084e-10 1.0797e-09 2.09417e-09 6.11285e-10 3.1003e-10 7.1574e-10 3.26401e-10 8.39709e-10 6.13617e-10 1.07678e-09 4.86784e-10 4.29981e-10
threshold=0.62940000000000007 -0.47181499999999993 -0.44986999999999994 0.089595000000000022 0.11240000000000001 -0.040964999999999994 0.10344000000000002 0.11651000000000002 0.10737500000000001 0.083715000000000026 0.10544500000000002 0.086590000000000014 0.11510000000000002 0.10795500000000001 0.102205 -0.0066799999999999993 1.0000000180025095e-35 0.076475000000000001 -0.086359999999999978 -0.090764999999999985 -0.086919999999999983 -0.57146499999999989 -0.076539999999999983 0.088500000000000009 -0.084519999999999984 0.087285000000000015 -0.053834999999999994 -0.0096849999999999974 0.081815000000000013 -0.08595499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 8 10 -10 12 -9 13 14 15 -4 17 18 19 -17 -21 -20 23 -23 25 28 27 -26 29 -24
right_child=-2 2 4 -5 5 -7 -8 11 9 -11 -12 -13 -14 -15 -16 16 -18 -19 21 20 -22 22 24 -25 26 -27 -28 -29 -30 -31
leaf_value=4.1047819991035791e-07 -3.1814793403771636e-07 2.2344497037505719e-07 3.3154678760638492e-07 -8.6805272208797159e-07 1.0273850301700804e-06 -3.8658481868048469e-07 -5.402761943903063e-07 6.5906039794294025e-07 3.639536818678124e-07 -7.2452299177177129e-07 5.9948010599245292e-07 1.7336661650395919e-08 3.642565734670219e-07 -4.8165511543629693e-07 -2.8406340943673871e-07 -2.4917872387675288e-07 3.9533610738828885e-07 -3.7802607063700376e-07 -5.5510177389805902e-07 -1.1555066379287383e-07 1.2699672274152362e-06 -6.4155498951852987e-07 1.640773124155327e-07 1.0898764975940545e-07 -1.5416804024845566e-08 6.0464188988973433e-07 5.16580005363066e-09 -9.1790623262255628e-07 3.6880613857685299e-07 -4.1397936841701353e-07
leaf_weight=20 21 37 30 24 20 23 24 21 20 34 22 35 24 20 36 32 20 21 20 24 20 24 22 27 39 32 2354 20 24 31
leaf_count=20 21 37 30 24 20 23 24 21 20 34 22 35 24 20 36 32 20 21 20 24 20 24 22 27 39 32 2354 20 24 31
internal_value=0 2.15629e-09 -4.9515e-10 -2.05997e-07 3.65709e-09 2.71076e-07 -2.06824e-10 4.18398e-09 -7.23734e-10 -3.21383e-07 5.36903e-09 2.57983e-07 7.34118e-10 -2.38625e-09 1.0667e-09 4.81293e-09 1.19595e-09 -1.73446e-09 1.22625e-09 1.92795e-07 5.1423e-07 -4.38856e-09 -1.07855e-10 -2.44209e-07 4.82837e-09 1.74094e-07 -2.81769e-09 -3.21345e-07 -4.83522e-09 -1.74031e-07
internal_weight=0 3100 3080 61 3019 43 2976 2952 2896 54 2842 56 2820 2796 2776 2740 2710 2690 2669 76 44 2593 2573 51 2522 109 2413 59 77 53
internal_count=3121 3100 3080 61 3019 43 2976 2952 2896 54 2842 56 2820 2796 2776 2740 2710 2690 2669 76 44 2593 2573 51 2522 109 2413 59 77 53
is_linear=0
shrinkage=0.1


Tree=8904
num_leaves=31
num_cat=0
split_feature=403 484 481 50 4 2 52 2 1210 1209 0 0 402 402 403 132 50 403 1210 1210 42 4 3 4 15 2 1200 128 128 1212
split_gain=2.26507e-10 1.35502e-09 4.03013e-09 1.55073e-09 1.40925e-09 1.12268e-09 1.69543e-09 1.50786e-09 1.15984e-09 9.23261e-10 6.47766e-10 1.67229e-09 8.34725e-10 1.18979e-09 6.00891e-10 2.25011e-09 6.32657e-09 5.93319e-09 2.34259e-09 1.90689e-09 6.17086e-10 8.06184e-10 1.0601e-09 9.16829e-10 1.04953e-09 2.65604e-10 2.42557e-10 4.48199e-10 5.62025e-10 2.35996e-10
threshold=-0.084339999999999984 -0.081614999999999979 -0.081614999999999979 0.090630000000000016 -0.078629999999999992 0.085155000000000022 0.087555000000000008 0.086000000000000007 -0.089089999999999989 -0.074484999999999982 -0.063634999999999983 -0.069954999999999976 -0.45454999999999995 -0.15673499999999999 -0.0038999999999999994 -0.083284999999999984 0.095395000000000021 -0.074254999999999988 -0.087769999999999973 -0.090009999999999993 0.091295000000000015 -0.081984999999999988 -0.089089999999999989 -0.07958999999999998 0.09116500000000001 0.087815000000000018 0.084780000000000008 0.11170500000000001 0.12086000000000001 -0.073259999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 8 -7 -4 -9 11 12 -11 -14 15 17 18 -2 -17 -16 21 22 -20 -23 -25 -15 27 29 -29 -21
right_child=14 2 3 4 -6 7 -8 9 -10 10 -12 -13 13 25 19 16 -18 -19 20 26 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-6.8689708724456939e-07 1.3344960786027163e-06 1.3900403083109428e-06 -7.5939329967102662e-07 1.1096550034987255e-06 4.7015425672305781e-08 8.0619925997611809e-07 -1.0784680084509005e-06 -6.3391426692760437e-07 2.0243795002221939e-08 5.8463175285148534e-07 -3.7366433755576313e-07 9.0788883201753386e-07 -7.6857554746755431e-07 -2.4267138588708224e-07 8.728155464723386e-07 -1.147820900442298e-06 -2.0039918519998423e-06 -6.9316435037257586e-07 2.2984681787751142e-07 -1.4295875557643063e-07 -4.1591174176711193e-07 8.8443715477686574e-07 -5.9149943316090993e-07 -3.4771883429129961e-07 6.2417537691317196e-07 1.530828514569601e-07 3.1797496583986566e-07 -6.9881756796045624e-07 -3.2640758608802297e-09 5.2764988307882337e-09
leaf_weight=23 31 23 23 24 26 27 21 20 112 22 27 25 21 22 25 20 20 27 33 113 29 21 30 25 20 74 23 21 26 2167
leaf_count=23 31 23 23 24 26 27 21 20 112 22 27 25 21 22 25 20 20 27 33 113 29 21 30 25 20 74 23 21 26 2167
internal_value=0 6.24253e-08 9.93298e-08 3.24687e-08 5.57082e-07 -3.41066e-08 -2.42606e-07 1.02557e-07 -1.12583e-07 1.25174e-08 8.02066e-08 1.54929e-07 1.95048e-08 -8.67583e-08 -1.16254e-08 -1.57188e-07 -3.17647e-07 3.90585e-07 -1.2817e-07 4.06468e-09 9.00243e-10 9.46022e-08 -1.6127e-07 3.38844e-07 8.42341e-08 6.23892e-08 -5.17735e-09 -8.37138e-09 -3.14043e-07 -2.07025e-09
internal_weight=0 490 467 444 50 394 156 238 135 211 191 164 139 117 2631 256 198 58 178 2375 158 129 63 66 45 96 2350 2327 47 2280
internal_count=3121 490 467 444 50 394 156 238 135 211 191 164 139 117 2631 256 198 58 178 2375 158 129 63 66 45 96 2350 2327 47 2280
is_linear=0
shrinkage=0.1


Tree=8905
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 0 0 132 0 16 42 445 448 15 448 1348 0 133 480 1447 481 13 481 475 1429 150 51 51 50 480 12
split_gain=2.36009e-10 1.00774e-09 4.52278e-10 4.16508e-10 1.96539e-10 2.06883e-10 2.68386e-10 2.462e-10 3.94348e-10 3.40506e-10 1.93722e-10 2.19757e-10 8.19972e-10 5.01495e-10 4.67884e-10 4.48604e-10 2.70641e-10 2.72254e-09 1.20562e-09 1.04596e-09 2.66969e-09 1.10839e-09 1.24839e-09 5.15613e-09 1.62922e-09 1.09834e-09 2.21905e-09 1.00224e-09 8.31648e-10 6.71524e-10
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.098289999999999975 -0.094654999999999975 -0.43443999999999999 -0.082084999999999977 -0.0092699999999999987 -0.016354999999999998 -0.048849999999999998 -0.068129999999999982 -0.036009999999999993 -0.049344999999999993 0.08401500000000002 -0.26609999999999995 0.039215000000000007 0.11191000000000002 0.059120000000000013 -0.087424999999999989 -0.08645499999999999 -0.081334999999999977 -0.085774999999999976 0.083715000000000026 0.10874500000000002 0.045645000000000005 0.090050000000000005 0.086105000000000015 0.11471500000000003 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7 9 -9 -8 -3 12 -12 -13 -14 -15 18 19 28 20 -18 -21 23 -23 25 29 -27 -28 -17 -24
right_child=1 10 -4 -5 5 6 7 8 -10 -11 11 13 14 15 -16 16 17 -19 -20 21 -22 22 24 -25 -26 26 27 -29 -30 -31
leaf_value=-2.3252851647235919e-07 6.9783244336057194e-07 -2.9302719920823704e-07 -5.2972581763490534e-07 -4.1731862331238921e-07 3.5126782677252782e-07 -3.2114382163074755e-07 -3.3466475490338498e-07 5.4901952895844177e-07 -3.7120778510294867e-08 1.5605350650701207e-07 7.0501804037532912e-07 -4.648941349525716e-07 -3.0973449328100821e-07 4.644264203350412e-07 2.4907650981731421e-07 -2.3360214865767017e-08 2.8132289529025913e-07 1.1960231782381925e-06 -7.9606194447023892e-07 5.7674130565877981e-07 -1.2437551586944294e-06 6.6587010407948539e-07 -1.612524741671841e-07 -1.4596306252769865e-06 8.2489422293172347e-07 9.4570985747604689e-07 -6.0007133441786207e-07 2.0659345485021174e-07 5.8214670114802685e-07 4.1608628117513016e-08
leaf_weight=29 21 22 22 27 20 21 26 22 24 31 21 23 29 21 31 1646 24 20 20 37 22 21 242 25 26 37 20 67 23 501
leaf_count=29 21 22 22 27 20 21 26 22 24 31 21 23 29 21 31 1646 24 20 20 37 22 21 242 25 26 37 20 67 23 501
internal_value=0 7.61406e-09 -9.93678e-08 -5.20284e-08 4.98217e-09 5.28142e-08 4.6765e-09 7.11059e-08 2.43207e-07 -6.77829e-08 2.57772e-09 4.85479e-09 1.67215e-07 1.1561e-10 -2.10155e-08 4.00196e-09 4.61527e-10 4.05405e-08 -2.42645e-08 1.79283e-08 -4.48062e-07 3.9891e-08 1.87371e-08 -4.89293e-07 4.49067e-08 2.15161e-08 2.97029e-07 2.11533e-08 -1.50159e-08 -2.44646e-08
internal_weight=0 2899 222 200 173 144 124 103 46 57 2878 2856 81 2775 60 2752 2731 1042 1689 1022 46 976 939 46 893 867 124 87 1669 743
internal_count=3121 2899 222 200 173 144 124 103 46 57 2878 2856 81 2775 60 2752 2731 1042 1689 1022 46 976 939 46 893 867 124 87 1669 743
is_linear=0
shrinkage=0.1


Tree=8906
num_leaves=31
num_cat=0
split_feature=132 399 1203 393 13 1185 2 129 394 1 39 33 1 34 9 0 13 0 10 10 10 128 128 42 133 2 130 448 447 42
split_gain=1.95829e-10 8.22459e-10 5.87007e-10 2.74489e-10 6.70452e-10 2.91095e-10 5.47614e-10 2.5884e-10 4.36086e-10 2.28903e-10 2.02531e-10 5.72137e-10 3.48883e-10 2.54773e-10 4.50287e-10 5.05153e-10 2.31259e-10 9.06868e-10 8.87836e-10 1.32689e-09 1.0545e-09 2.48028e-10 5.32199e-10 4.97884e-10 1.12707e-09 1.3337e-09 1.31307e-09 4.01533e-10 5.03723e-10 3.47847e-10
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.088255000000000014 0.061215000000000012 0.085600000000000009 0.083865000000000009 -0.077709999999999987 -0.10421499999999999 0.09202500000000001 -1.0000000180025095e-35 -0.009184999999999997 0.089770000000000016 -0.11726499999999999 0.088235000000000022 -0.033209999999999996 0.24813000000000004 -0.059114999999999994 -0.38124499999999995 -0.40352499999999997 -0.086389999999999981 0.10378000000000003 0.097615000000000021 -0.095859999999999987 0.089595000000000022 0.094095000000000012 0.086345000000000019 0.053555000000000005 0.089635000000000006 -0.093284999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 5 -5 7 -7 -2 -9 -1 12 -12 -10 -13 16 -16 18 -18 19 -15 -20 22 23 24 25 26 -22 28 29 -25
right_child=1 -3 -4 4 -6 6 -8 8 10 -11 11 13 -14 14 15 -17 17 -19 20 -21 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=1.2063625280944736e-08 -2.6968533835055756e-07 4.6900957888857721e-07 -6.0792696331191121e-07 -4.8845219877437434e-07 2.1603938193948125e-07 5.9191428410561764e-07 -3.9988991940020928e-08 4.4741983344920301e-07 -1.1503108623855951e-07 -2.6702551510185107e-07 -4.3752737534911525e-07 -3.538745838227442e-07 4.3181636917617133e-07 -8.951079342707436e-08 6.9258047474818341e-07 1.831206873248448e-08 3.1498404227971935e-08 -7.511470675325428e-07 -6.7748473151882733e-07 1.04860201986412e-06 6.9369670162207817e-07 2.6711284314322777e-07 -5.1471831739036136e-07 -3.2532535837002371e-07 -2.8191715758480471e-07 1.1214122634685607e-06 -4.3847139835406784e-07 -4.3103287391039144e-07 3.5926451082851353e-07 -2.9768069538838198e-09
leaf_weight=160 35 38 20 35 22 24 32 22 20 36 30 20 28 21 20 25 57 20 23 20 21 35 20 34 29 21 20 22 38 2173
leaf_count=160 35 38 20 35 22 24 32 22 20 36 30 20 28 21 20 25 57 20 23 20 21 35 20 34 29 21 20 22 38 2173
internal_value=0 6.83491e-09 -9.18578e-08 7.09125e-10 -2.16543e-07 5.11602e-09 2.30827e-07 5.26408e-10 4.00468e-09 -3.91976e-08 3.87645e-10 -3.30115e-09 2.03963e-07 1.6728e-09 4.40883e-09 3.17987e-07 -1.11623e-09 -1.71786e-07 4.18921e-09 4.65666e-07 -3.57785e-09 2.84563e-09 -1.04392e-09 3.31295e-09 2.32662e-07 4.73353e-07 1.4142e-07 -5.8934e-09 -1.72722e-09 -7.94276e-09
internal_weight=0 2905 216 2867 57 2810 56 2754 2719 196 2697 2649 48 2619 2599 45 2554 77 2477 41 2436 2413 2378 2358 91 62 41 2267 2245 2207
internal_count=3121 2905 216 2867 57 2810 56 2754 2719 196 2697 2649 48 2619 2599 45 2554 77 2477 41 2436 2413 2378 2358 91 62 41 2267 2245 2207
is_linear=0
shrinkage=0.1


Tree=8907
num_leaves=31
num_cat=0
split_feature=33 9 8 34 34 10 16 42 2 45 445 148 447 447 447 448 132 1203 1185 50 16 402 133 16 51 49 49 2 1456 1
split_gain=1.85696e-10 2.51706e-10 8.29779e-10 2.99947e-10 3.94051e-10 3.7561e-10 8.55897e-09 3.3679e-09 6.8766e-10 2.78493e-10 2.12963e-10 2.3395e-10 3.55722e-10 2.90736e-10 3.64341e-10 3.16424e-10 2.29545e-10 5.71531e-09 3.26826e-09 9.11945e-10 2.68778e-10 1.37912e-09 1.16035e-09 8.79797e-10 7.53042e-10 4.68778e-10 7.24243e-10 8.82594e-10 4.89024e-10 4.98928e-10
threshold=-0.044254999999999996 0.091600000000000015 0.089545000000000013 -0.097449999999999981 -0.083689999999999987 -0.0093599999999999985 -0.056919999999999991 0.086730000000000015 -0.0091949999999999983 0.094030000000000016 -0.048849999999999998 -0.10069499999999999 0.094580000000000011 0.089635000000000006 0.086195000000000008 -0.083359999999999976 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.093975000000000017 -0.15241499999999997 0.095140000000000016 -0.023589999999999996 -0.14322499999999996 0.081440000000000026 -0.0043999999999999985 -0.054984999999999992 0.10097500000000002 -0.063824999999999979 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 -6 -7 10 -10 -12 13 14 15 -13 17 19 -18 -17 21 22 -20 -22 25 26 27 -24 -27 -30
right_child=1 2 -4 4 5 8 -8 -9 9 -11 11 12 -14 -15 -16 16 18 -19 20 -21 23 -23 24 -25 -26 28 -28 -29 29 -31
leaf_value=2.8950891998068654e-07 3.8777108073873029e-07 -7.0830023370303614e-07 9.1190594860911326e-08 -3.4443730239422971e-07 -1.4253976869130467e-06 -4.3135944219566356e-07 1.7621876736484411e-06 1.3700575077318472e-07 -3.1918238974526508e-07 -2.7783648954076465e-07 2.9085221744308318e-07 3.4968832896656415e-07 -3.8629512781208968e-07 3.7068708603659289e-07 -3.9063010801684242e-07 1.3515960852803702e-08 -1.2162244264469668e-06 1.7135334917384173e-06 4.8738794705426568e-07 -6.8590935706240656e-07 5.4966536149623291e-07 -8.4155000634340975e-07 -4.5871338989819873e-07 1.3035918137121511e-08 -6.7178363971314479e-07 -4.0602270755265459e-07 -7.548591297347143e-07 3.8224242026411546e-07 3.8243339681141315e-07 -1.6138250231566105e-08
leaf_weight=22 20 21 34 33 22 37 25 37 20 35 29 27 23 22 23 166 22 20 39 21 31 22 26 2112 21 21 21 24 46 99
leaf_count=22 20 21 34 33 22 37 25 37 20 35 29 27 23 22 23 166 22 20 39 21 31 22 26 2112 21 21 21 24 46 99
internal_value=0 -2.04951e-09 -2.1407e-07 1.78134e-09 -7.71501e-10 3.0202e-09 2.1149e-07 -4.45585e-07 -3.0037e-09 2.51866e-09 5.97983e-09 8.29005e-09 5.3488e-09 8.60896e-09 5.70282e-09 9.05663e-09 5.63892e-09 1.06813e-07 -2.79222e-09 -6.50291e-08 8.0508e-09 -7.75875e-08 -2.09977e-08 2.07986e-08 -9.78467e-08 -4.69916e-08 -2.62039e-07 -5.50546e-08 4.49866e-08 1.10305e-07
internal_weight=0 3099 55 3044 3024 2991 84 59 2907 2870 2835 2815 2786 2763 2741 2718 2691 207 2484 187 2462 319 297 2143 258 237 71 50 166 145
internal_count=3121 3099 55 3044 3024 2991 84 59 2907 2870 2835 2815 2786 2763 2741 2718 2691 207 2484 187 2462 319 297 2143 258 237 71 50 166 145
is_linear=0
shrinkage=0.1


Tree=8908
num_leaves=31
num_cat=0
split_feature=132 1203 132 10 0 12 9 33 2 46 453 453 150 150 48 48 13 483 12 158 158 159 1 481 481 159 12 3 2 42
split_gain=1.92636e-10 8.38725e-10 8.05859e-10 2.00718e-10 8.7956e-10 1.26239e-09 6.48036e-10 2.69408e-10 7.68546e-10 1.85871e-10 3.88897e-10 2.82153e-10 2.63603e-10 3.47081e-10 2.00569e-10 8.82141e-10 7.34822e-10 2.73826e-10 7.84171e-10 4.3988e-10 4.49252e-10 3.17976e-10 1.4477e-09 4.81168e-09 4.43898e-09 1.59479e-09 1.74351e-09 1.70767e-09 2.95206e-09 1.88502e-09
threshold=-0.083449999999999983 0.089480000000000018 -0.076764999999999986 0.0036750000000000007 -0.080119999999999983 -0.010834999999999999 0.091600000000000015 0.085305000000000006 -0.045829999999999989 0.10987500000000001 0.10071000000000001 0.086795000000000011 -0.11226499999999999 -0.093459999999999988 0.12879500000000002 0.11714000000000001 -0.080519999999999994 0.12325000000000001 0.094435000000000005 -0.47356499999999996 -0.46413499999999996 -0.015149999999999999 0.092945000000000014 -0.088384999999999977 -0.050449999999999995 -0.025879999999999997 0.083715000000000026 -0.085784999999999986 0.090175000000000019 0.090470000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 6 -5 -6 7 8 -4 10 11 12 -10 -14 15 17 -16 19 -19 -15 -21 22 23 -22 -24 26 -25 28 -28 -29
right_child=2 -3 3 4 5 -7 -8 -9 9 -11 -12 -13 13 14 16 -17 -18 18 -20 20 21 -23 24 25 -26 -27 27 29 -30 -31
leaf_value=-2.8168939039844366e-08 5.8383180944569339e-07 -7.0798846408592918e-07 5.8066812263622645e-07 6.6464158029096631e-07 3.674502672142368e-07 -5.8762896242114946e-07 -5.4309816332223901e-07 -2.9626750027489383e-07 3.3443654715533149e-07 2.8966803724146802e-07 -4.4150735533321495e-07 2.8316620500845605e-07 -4.2057630992076164e-07 4.6694020511495182e-07 2.9219942405234178e-07 5.5006202781614455e-07 -4.6764275493517616e-07 -7.1713625914071611e-07 1.1574416092230422e-07 -4.7595694809388077e-07 1.4547566689981506e-06 -1.501482820580431e-08 -1.5791978984935897e-06 -6.8477719707971127e-07 2.0531456930343765e-07 6.6154625835986599e-07 1.5174202754764112e-06 1.8124155685745276e-07 -6.1815127741408957e-08 -5.7365642039219489e-07
leaf_weight=196 24 20 23 24 31 25 22 30 23 22 20 35 20 20 20 29 35 20 26 20 27 2080 20 36 46 37 20 88 29 53
leaf_count=196 24 20 23 24 31 25 22 30 23 22 20 35 20 20 20 29 35 20 26 20 27 2080 20 36 46 37 20 88 29 53
internal_value=0 -9.11152e-08 6.76964e-09 1.96246e-09 1.58145e-07 -5.89244e-08 -2.49832e-09 1.78135e-09 5.03397e-09 1.77192e-10 -2.17813e-09 1.09556e-09 -2.63131e-09 -5.58354e-09 -2.39864e-09 1.67489e-09 -1.91337e-07 -4.63091e-09 -2.46378e-07 -1.39648e-10 -3.94323e-09 -6.79123e-11 8.72624e-08 1.83465e-07 -3.35447e-07 5.29523e-08 -4.66847e-08 7.4217e-08 5.82771e-07 -1.02514e-07
internal_weight=0 216 2905 2881 80 56 2801 2779 2749 2726 2704 2684 2649 2626 2606 2551 55 2522 46 2476 2456 2436 356 290 66 263 226 190 49 141
internal_count=3121 216 2905 2881 80 56 2801 2779 2749 2726 2704 2684 2649 2626 2606 2551 55 2522 46 2476 2456 2436 356 290 66 263 226 190 49 141
is_linear=0
shrinkage=0.1


Tree=8909
num_leaves=31
num_cat=0
split_feature=1429 156 1425 11 2 155 51 1429 160 15 13 142 11 9 1 9 147 34 10 150 49 147 9 16 154 1419 131 131 480 481
split_gain=1.93333e-10 5.15437e-10 2.26178e-10 2.09054e-10 4.6685e-10 2.71802e-10 3.77625e-10 2.4492e-10 8.93576e-10 2.54062e-09 4.49513e-10 2.13928e-10 4.65397e-10 3.71288e-10 8.82634e-10 5.02227e-10 3.0275e-10 2.87354e-10 5.4908e-10 2.58065e-10 1.35524e-09 5.4567e-10 2.40588e-10 2.46254e-09 2.87365e-10 2.81095e-10 3.08427e-10 1.84904e-09 1.91476e-09 4.82103e-09
threshold=-0.23752499999999996 0.32523500000000005 0.10499500000000002 0.096435000000000007 0.097070000000000004 0.11562500000000002 -0.092264999999999986 -0.0061799999999999989 -0.088854999999999976 -0.011389999999999999 -0.070304999999999992 -0.057499999999999989 -1.0000000180025095e-35 0.091600000000000015 0.13075500000000004 0.085555000000000006 0.099730000000000027 -0.097449999999999981 1.0000000180025095e-35 0.12640500000000002 -0.045154999999999994 0.092070000000000013 -0.013509999999999999 -0.056919999999999991 0.084190000000000001 0.089680000000000024 0.090690000000000007 0.089415000000000008 0.11191000000000002 -0.0050099999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -7 8 -2 10 -10 -9 -13 15 -15 16 17 -14 19 21 -21 22 23 -19 25 26 27 28 -24 -30
right_child=1 -3 -4 4 -6 6 -8 11 9 -11 -12 12 13 14 -16 -17 -18 18 -20 20 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.9539524823783063e-07 -3.8206709695807402e-07 5.0811709570552923e-07 -3.36381472152425e-07 -1.2384082334430483e-07 4.7720211127406333e-07 3.5971373677057279e-08 -5.1936105004794324e-07 3.0709171893890512e-07 -3.5985283964497706e-07 1.291235636244892e-06 2.8206118059870276e-07 -4.1162727687346234e-07 3.5499393504778712e-07 -7.760889843666519e-07 1.5214530415213242e-07 4.7838485102147392e-07 2.9976542741394497e-07 7.1286442861848537e-07 -5.2990529113117187e-07 2.4804658347627698e-07 -7.7601210472325966e-07 4.4761078554613594e-07 -2.5181786057340965e-08 -5.5704894459897618e-07 -3.7744100677086649e-07 2.6761550986053849e-07 8.4125144244670417e-08 -7.9004063199165341e-07 1.7710676997850783e-06 -4.246166082566561e-07
leaf_weight=22 22 20 20 24 28 25 24 22 24 20 20 28 22 20 21 22 33 37 20 28 24 27 2108 26 21 37 305 31 20 20
leaf_count=22 22 20 20 24 28 25 24 22 24 20 20 28 22 20 21 22 33 37 20 28 24 27 2108 26 21 37 305 31 20 20
internal_value=0 2.09825e-09 -1.18866e-09 1.00286e-09 1.99798e-07 -2.43489e-09 -2.36028e-07 1.43464e-09 1.67721e-07 3.5671e-07 -6.80737e-08 -3.54468e-09 -5.94258e-09 -1.91736e-09 -3.00652e-07 2.48685e-09 -1.30791e-09 -4.9526e-09 -7.88116e-09 -3.99126e-09 -2.24596e-07 3.67189e-10 -4.26835e-09 1.88773e-07 -9.05262e-09 -5.98393e-09 -1.00593e-08 -2.32425e-08 -1.21761e-08 6.73226e-07
internal_weight=0 3099 3079 3059 52 3007 49 2958 86 64 44 2872 2850 2822 41 2781 2759 2726 2704 2684 52 2632 2605 63 2542 2521 2484 2179 2148 40
internal_count=3121 3099 3079 3059 52 3007 49 2958 86 64 44 2872 2850 2822 41 2781 2759 2726 2704 2684 52 2632 2605 63 2542 2521 2484 2179 2148 40
is_linear=0
shrinkage=0.1


Tree=8910
num_leaves=31
num_cat=0
split_feature=156 472 1429 471 483 12 482 484 484 1446 480 133 480 479 483 484 484 0 0 13 0 42 480 402 403 481 52 42 42 160
split_gain=1.90743e-10 3.43194e-10 3.586e-10 2.60738e-10 2.0036e-10 5.90262e-10 4.34196e-10 4.4765e-10 2.40715e-10 2.82379e-10 1.08754e-09 3.12106e-10 3.6266e-09 2.33331e-09 8.35238e-10 1.03704e-09 8.44227e-10 6.97213e-10 2.48799e-09 2.15563e-09 1.43062e-09 1.00868e-09 1.67972e-09 1.56201e-09 1.34598e-09 9.49248e-10 9.1807e-10 1.00315e-09 1.18682e-09 2.1295e-09
threshold=0.3248100000000001 -0.097514999999999977 0.12387000000000002 0.10277000000000001 0.12325000000000001 0.094435000000000005 0.11562500000000002 0.26538000000000006 0.12955000000000003 -0.09143999999999998 0.11387000000000001 0.0033250000000000003 0.10183000000000002 0.091680000000000011 0.098395000000000024 0.10126500000000001 0.096415000000000015 -0.067094999999999988 -0.070499999999999993 -0.051094999999999995 -0.071924999999999989 0.086325000000000013 0.086930000000000021 0.10874500000000002 -0.5335399999999999 -0.081434999999999994 -0.21968999999999997 0.085010000000000016 0.083995000000000014 -0.085764999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 8 9 -3 11 12 14 17 15 16 -11 18 20 -20 21 22 25 24 -23 -13 -27 28 -28 -30
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 10 -12 13 -14 -15 -16 -17 -18 -19 19 -21 -22 23 -24 -25 -26 26 27 -29 29 -31
leaf_value=4.1503891548444474e-07 -2.8691019758258814e-07 -3.7386910769043878e-07 -4.0283481542825368e-07 3.2397275310813714e-07 -5.8833800887276259e-07 9.3611379270441833e-08 4.5619577151223029e-07 -4.4952801452134081e-07 3.1221940764680769e-07 -2.0901128501188966e-08 7.035913106599103e-07 -6.1570087098061785e-07 -1.3665626278225319e-06 1.1107764720463821e-06 4.577145884124204e-07 -6.4924768000087003e-07 6.0255197576514722e-07 1.8556891706042535e-07 3.1960977745863299e-08 -1.1648636971398555e-06 8.6297453151473745e-07 7.1292435904979362e-07 9.9440481733381607e-07 -9.9235998163749162e-07 -1.3936851565579183e-07 7.182921840674019e-07 9.6895146124038905e-08 5.8288848034601073e-07 2.2485464673473096e-07 -8.5789517123512039e-07
leaf_weight=20 23 20 22 25 22 30 21 22 25 1704 22 20 20 20 37 26 22 205 27 34 20 20 20 20 252 22 294 33 34 39
leaf_count=20 23 20 22 25 22 30 21 22 25 1704 22 20 20 20 37 26 22 205 27 34 20 20 20 20 252 22 294 33 34 39
internal_value=0 2.13538e-09 -5.47554e-10 2.34849e-09 -3.04297e-10 -1.94906e-07 3.09257e-09 -1.24185e-10 3.24328e-09 5.8976e-10 3.18027e-09 -2.1906e-09 -2.74382e-08 4.0897e-08 -1.24675e-08 -2.23972e-08 -1.29544e-08 2.03224e-08 -2.02471e-08 -6.35122e-07 2.8212e-08 6.06972e-09 9.8022e-08 -1.39416e-07 -7.66999e-08 5.74617e-08 8.93651e-08 5.47741e-08 7.28697e-09 -3.53601e-07
internal_weight=0 3098 3078 3056 3031 52 2979 2958 2936 2911 2891 2869 1809 1060 1789 1752 1726 1040 835 61 774 754 462 292 272 442 422 400 367 73
internal_count=3121 3098 3078 3056 3031 52 2979 2958 2936 2911 2891 2869 1809 1060 1789 1752 1726 1040 835 61 774 754 462 292 272 442 422 400 367 73
is_linear=0
shrinkage=0.1


Tree=8911
num_leaves=31
num_cat=0
split_feature=1366 453 1365 1375 52 52 1375 1373 2 1375 1428 473 0 2 457 15 16 49 16 49 49 3 16 15 15 15 12 133 133 133
split_gain=1.76331e-10 2.61078e-10 3.29608e-10 2.45572e-10 6.56026e-10 1.53401e-09 4.59033e-10 2.54105e-10 3.24124e-09 4.80719e-10 2.52815e-10 2.76464e-10 3.12875e-10 1.39832e-09 2.79422e-10 7.06194e-10 5.89833e-10 8.71704e-10 7.72695e-10 4.13667e-10 8.72902e-10 7.02936e-10 5.46855e-10 3.76869e-10 2.26816e-09 1.77787e-09 5.43403e-10 7.0917e-10 6.50596e-10 1.07687e-09
threshold=-0.087024999999999977 0.093145000000000019 0.085025000000000017 0.08517000000000001 -0.080979999999999983 -0.0027449999999999996 0.08401500000000002 1.0000000180025095e-35 0.087015000000000023 -0.42089999999999994 -0.071779999999999997 -0.072684999999999986 -0.23091999999999999 0.10402500000000002 0.092360000000000012 -0.011859999999999997 -0.5315899999999999 -0.031119999999999998 -0.51370499999999997 -0.14715999999999999 -0.10774499999999999 -0.087909999999999988 -0.0024749999999999993 -0.10203999999999998 -0.098289999999999975 -0.10653 0.11527000000000001 -0.37971999999999995 -0.13941499999999998 -0.085499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 9 -9 -2 -11 -12 13 -13 16 -16 17 -14 -18 21 -21 -20 -23 25 -25 26 27 -22 -29 -30
right_child=1 -3 -4 4 5 -7 -8 8 -10 10 11 12 14 -15 15 -17 18 -19 19 20 23 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=2.7000232923531564e-07 -4.4233894368517216e-07 -3.2395290202202887e-07 3.303607051445094e-07 2.7832970545205171e-07 -9.514127877234083e-07 2.3441195253326439e-07 4.4644491008783842e-07 -6.4557791729798328e-07 1.0348398938949308e-06 -2.6906253288367615e-07 3.7183378765348612e-07 7.8519340985394594e-07 6.9324129431909877e-07 -2.3534857346335072e-07 -4.8937527667592998e-07 1.3414652688017186e-07 -5.5114464508129956e-07 3.2871448541861379e-09 -7.2399533039623796e-07 6.1707193570169769e-07 -5.0628964613198293e-07 3.173590947369576e-07 -3.0239939811898308e-07 -9.1292252477614968e-07 -6.8009029017712241e-09 8.40847922122207e-07 4.788066416949733e-07 4.721889694559606e-07 -5.9939002972393097e-07 5.2476565428474969e-08
leaf_weight=24 25 25 30 20 24 20 23 22 24 35 20 25 30 29 39 34 26 47 21 23 26 24 35 28 2062 29 25 31 28 267
leaf_count=24 25 25 30 20 24 20 23 22 24 35 20 25 30 29 39 34 26 47 21 23 26 24 35 28 2062 29 25 31 28 267
internal_value=0 -2.10166e-09 5.17574e-10 -2.73532e-09 -1.96548e-07 -4.12402e-07 1.4299e-09 -2.03384e-09 2.31162e-07 -5.72136e-09 -1.93653e-09 1.34511e-09 -1.27411e-09 2.37125e-07 -5.91322e-09 -1.98968e-07 -6.97454e-10 2.721e-07 -8.69953e-09 -3.27299e-09 3.83675e-09 -2.27141e-07 -5.02942e-08 -1.81406e-09 -1.89403e-08 8.63483e-08 2.83099e-08 -3.68566e-09 3.63993e-08 -9.39552e-09
internal_weight=0 3097 3072 3042 64 44 2978 2955 46 2909 2884 2849 2829 54 2775 73 2702 77 2625 2599 2519 80 59 2496 2090 406 377 352 326 295
internal_count=3121 3097 3072 3042 64 44 2978 2955 46 2909 2884 2849 2829 54 2775 73 2702 77 2625 2599 2519 80 59 2496 2090 406 377 352 326 295
is_linear=0
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Tree=8912
num_leaves=31
num_cat=0
split_feature=132 1203 393 50 12 13 52 403 132 400 12 130 10 4 0 51 33 9 10 45 3 3 0 1429 13 3 4 49 160 150
split_gain=1.86029e-10 5.04525e-09 2.72824e-09 7.53813e-10 1.98867e-10 2.59507e-10 2.28005e-10 2.17577e-10 2.88955e-10 1.87994e-10 1.83292e-10 3.99337e-10 2.11674e-10 2.63333e-09 5.66685e-09 4.11605e-09 3.46497e-10 2.34628e-10 6.60487e-10 2.20068e-10 1.90388e-10 1.5768e-09 1.04977e-09 6.28797e-10 6.17736e-10 1.40799e-09 2.16228e-09 3.22036e-09 8.93871e-10 9.09169e-10
threshold=-0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 0.11527000000000001 0.054800000000000008 0.092320000000000013 -0.089609999999999981 -0.095229999999999995 1.0000000180025095e-35 0.23631000000000002 -0.22461999999999996 -0.011559999999999999 0.053180000000000012 -0.10151999999999999 0.080335000000000018 -0.012019999999999998 0.088235000000000022 -0.0069899999999999988 0.094030000000000016 -0.042499999999999989 -0.053259999999999995 0.051010000000000007 -0.026244999999999997 -0.0097949999999999982 0.088060000000000013 0.053180000000000012 -1.0000000180025095e-35 0.10648000000000001 0.090480000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 5 6 7 -1 9 -9 11 -2 13 15 -15 -13 -14 18 -18 20 21 -20 23 -22 -25 26 27 -26 29 -27
right_child=2 -3 -4 -5 -6 -7 -8 8 -10 -11 -12 12 16 14 -16 -17 17 -19 19 -21 22 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=2.1071602768293255e-07 3.8639442826243556e-07 1.5626874360783578e-06 -1.1706300190894581e-06 -6.4953451875737763e-07 2.869742905615914e-07 -3.4334511009130137e-07 3.1629690071321468e-07 2.1969394218238584e-07 -3.2063529978096579e-07 -1.8481094706146451e-07 -2.7979723244782136e-07 -1.6831797578023807e-06 3.6868925832322932e-07 1.6880018955589549e-06 -4.4522446636108275e-07 1.0530813290921698e-07 5.3886637465624347e-07 -2.5170836618965753e-07 -1.2041133647500147e-09 -2.4489661988190571e-07 -4.3316207379889267e-07 -8.5244416939386535e-07 5.7746157051181205e-07 -7.3568013114521139e-08 1.0397926980038558e-07 -9.3061522484112922e-08 -3.0583157221523532e-07 1.360706164258605e-06 -6.4713701731090539e-07 4.793267664440096e-07
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internal_value=0 8.88745e-08 -6.70549e-09 -6.7439e-08 -2.035e-09 -4.06923e-08 1.39217e-08 -4.27736e-08 -1.1941e-07 4.75642e-08 1.37171e-09 3.63365e-09 -1.55531e-11 -1.38658e-07 3.59767e-07 -6.37083e-07 5.37554e-09 1.87696e-09 5.30379e-09 6.57092e-10 4.05054e-09 -1.04659e-08 5.43974e-08 1.99727e-08 4.53412e-08 1.45631e-07 4.20598e-07 6.86365e-07 -3.65954e-08 5.00355e-08
internal_weight=0 219 2902 198 178 157 133 112 86 47 2882 2859 2832 106 53 53 2726 2700 2664 2641 2605 2022 583 547 518 281 112 82 169 148
internal_count=3121 219 2902 198 178 157 133 112 86 47 2882 2859 2832 106 53 53 2726 2700 2664 2641 2605 2022 583 547 518 281 112 82 169 148
is_linear=0
shrinkage=0.1


Tree=8913
num_leaves=31
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split_feature=1211 132 1204 50 13 2 1213 1212 1212 2 1212 0 12 2 1186 158 158 160 42 158 158 12 403 402 39 124 52 0 41 33
split_gain=1.95705e-10 4.36908e-09 5.08641e-09 8.10522e-10 6.6286e-10 6.48211e-10 4.4859e-10 2.55468e-10 1.0292e-09 2.11309e-09 1.27604e-09 7.13665e-10 9.56751e-10 6.97701e-10 5.07985e-10 4.1766e-10 7.6633e-10 4.61087e-10 5.56485e-10 4.79072e-10 4.28921e-10 5.00751e-10 3.76019e-10 5.41927e-10 3.18001e-10 5.23518e-10 4.61628e-10 4.26592e-10 3.32653e-10 8.27094e-10
threshold=0.080695000000000003 -0.083284999999999984 -0.077669999999999989 0.096900000000000014 -0.087184999999999985 0.088055000000000008 -0.011639999999999998 0.091580000000000009 0.087615000000000012 0.084755000000000011 0.087295000000000011 -0.080689999999999984 0.089150000000000021 0.092120000000000021 -0.10142499999999997 0.11245500000000001 0.10883000000000001 -0.037174999999999993 0.094365000000000018 0.12794000000000003 0.10667500000000002 0.22926500000000002 -0.55327499999999985 0.15960500000000002 0.11365500000000002 0.021010000000000004 -1.0000000180025095e-35 -0.092404999999999973 0.088520000000000015 -0.0066799999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 6 -6 -4 8 10 -10 14 12 -9 -13 -1 16 20 -17 19 -19 21 22 -16 24 25 28 -26 -27 29 -24
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leaf_value=-4.9932805890897547e-07 1.4939427184756939e-06 -1.5649755226831985e-06 6.7203039407104374e-07 6.2245978814498166e-07 -5.4401423657931704e-07 9.0088224244242927e-08 1.7660469934939596e-08 3.7025241091989171e-08 -1.2262845007712931e-06 8.1613812218013971e-08 7.9227588059893613e-07 -4.6052079809484258e-07 9.3699619718617684e-07 2.4587451670068449e-07 3.5330637007879481e-07 -6.4148736896640916e-07 5.040633732278366e-07 -5.7739839450531558e-07 3.1891477399106163e-07 6.4775966956447177e-08 -4.2504107753416067e-07 4.3631389318604238e-07 5.3127231291031863e-07 -4.6303293157297261e-07 -5.9671127494518518e-07 3.9343616074140967e-08 -8.8307471243939188e-09 6.6945837605744821e-07 -2.5762437855171491e-07 -6.0641111256091399e-09
leaf_weight=21 20 20 20 28 28 38 22 27 21 30 20 27 21 29 29 20 30 26 22 21 24 26 29 26 22 22 34 21 51 2346
leaf_count=21 20 20 20 28 28 38 22 27 21 30 20 27 21 29 29 20 30 26 22 21 24 26 29 26 22 22 34 21 51 2346
internal_value=0 1.02434e-07 -7.5965e-08 1.43007e-07 1.87046e-08 -1.78925e-07 3.29265e-07 -6.12111e-09 -1.17563e-08 -4.56933e-07 -3.61864e-09 1.47816e-07 4.30763e-07 -9.47089e-08 -9.36517e-09 -5.62228e-09 1.50754e-09 -2.18716e-07 -9.6173e-08 -2.90469e-07 -4.22504e-09 -3.49528e-10 -4.75001e-09 -8.82043e-09 -4.14339e-09 1.20123e-09 -2.39784e-07 3.47074e-07 -4.92925e-09 4.97049e-10
internal_weight=0 176 156 136 108 66 42 2945 2841 51 2790 104 48 56 2770 2749 2660 89 69 47 2630 2606 2580 2551 2525 2469 56 43 2426 2375
internal_count=3121 176 156 136 108 66 42 2945 2841 51 2790 104 48 56 2770 2749 2660 89 69 47 2630 2606 2580 2551 2525 2469 56 43 2426 2375
is_linear=0
shrinkage=0.1


Tree=8914
num_leaves=31
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split_feature=132 1203 393 132 3 132 1 1212 1213 401 402 4 2 131 132 1 1212 42 402 2 401 131 131 131 133 1209 402 2 399 131
split_gain=2.08466e-10 1.09987e-09 9.68478e-10 2.03147e-10 5.45938e-10 4.86108e-10 2.25622e-10 1.86089e-10 2.74079e-09 4.89775e-09 2.30981e-09 1.54086e-09 4.58442e-10 3.6733e-10 4.54081e-10 2.42303e-10 2.35321e-10 1.7132e-09 3.15592e-10 7.91775e-10 6.12685e-10 2.53217e-10 4.17989e-10 3.38014e-10 3.14404e-10 4.65912e-10 3.29476e-10 1.49504e-09 1.20207e-09 4.07571e-10
threshold=-0.083449999999999983 0.089480000000000018 0.12679500000000002 -0.41127499999999995 -0.042499999999999989 -0.44750499999999993 0.084785000000000013 -0.089544999999999986 -0.090764999999999985 0.099015000000000006 0.23460000000000003 -0.081224999999999978 0.08839000000000001 0.13612500000000002 0.13831000000000002 0.087325000000000014 -0.063924999999999996 0.087075000000000014 -0.44724499999999995 0.090935000000000016 -1.0000000180025095e-35 0.11767000000000001 0.11088500000000003 0.10515500000000001 0.41553500000000004 0.11495000000000001 -0.092414999999999983 0.087995000000000004 -0.065739999999999979 0.09055500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 6 -1 -5 8 11 -10 13 -2 15 14 16 -13 17 -9 19 -18 -20 22 23 24 25 26 27 -22 -28 -30
right_child=2 -3 -4 4 -6 -7 -8 10 9 -11 -12 12 -14 -15 -16 -17 18 -19 20 -21 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-8.7715329420782785e-08 -9.7415455115879021e-07 -8.0118580186194772e-07 6.6802439691442001e-07 5.4134258912578537e-08 -5.6974838216206079e-07 5.3359535655772562e-07 -3.1319541761831713e-07 -3.6558878372480092e-07 -2.2316917337498723e-07 1.9165343121585465e-06 -9.6034777379827573e-07 4.8708232270655581e-07 -2.923347298949213e-07 3.5926075544670436e-07 -4.5100483561100194e-07 -5.1609072215796922e-09 3.4629166725025222e-08 7.7170731742626237e-07 5.5753738763542066e-07 -7.3926159039672267e-07 -6.4885469108893244e-07 2.9069397555758769e-07 -3.6648901568568246e-07 3.0718496542508294e-07 -3.5429272884357491e-07 4.8281999852406444e-07 6.5527879736951691e-07 3.89013760211484e-07 6.7491011925383674e-09 -1.6927474365451597e-07
leaf_weight=34 20 20 22 102 20 20 20 26 23 20 25 20 27 29 22 20 39 27 20 20 35 30 31 36 25 20 28 23 2177 140
leaf_count=34 20 20 22 102 20 20 20 26 23 20 25 20 27 29 22 20 39 27 20 20 35 30 31 36 25 20 28 23 2177 140
internal_value=0 -9.47746e-08 7.05273e-09 -2.26918e-08 -8.54731e-08 1.424e-07 -6.08372e-09 2.00889e-09 1.18924e-07 7.72042e-07 -3.51197e-09 -2.03882e-07 2.60506e-08 5.25668e-09 1.45301e-09 2.40961e-07 5.17138e-09 2.13788e-07 9.57695e-10 -2.27707e-07 6.21742e-09 1.88485e-09 -1.56019e-09 2.99407e-09 -1.47932e-09 2.16093e-09 -1.83956e-09 -2.37286e-07 3.98385e-09 -3.88678e-09
internal_weight=0 216 2905 196 142 54 122 2883 130 43 2753 87 67 2728 2699 40 2677 53 2624 59 2565 2545 2515 2484 2448 2423 2403 58 2345 2317
internal_count=3121 216 2905 196 142 54 122 2883 130 43 2753 87 67 2728 2699 40 2677 53 2624 59 2565 2545 2515 2484 2448 2423 2403 58 2345 2317
is_linear=0
shrinkage=0.1


Tree=8915
num_leaves=31
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split_feature=1209 401 1210 1210 1209 16 1210 1210 12 1209 1210 1209 43 3 401 0 3 133 16 402 1211 1203 132 1186 131 482 483 133 52 52
split_gain=2.04498e-10 1.96848e-10 5.27858e-10 2.69126e-10 2.34186e-10 9.05311e-10 9.07025e-10 5.36837e-10 1.13661e-09 2.68649e-10 2.73044e-10 8.36304e-10 1.29567e-09 5.12926e-10 2.73761e-10 9.20936e-10 7.10509e-10 5.27563e-10 8.44665e-10 7.0065e-10 4.84512e-10 5.10483e-10 1.49875e-09 4.48272e-10 3.07845e-10 3.89725e-10 3.00808e-10 3.1228e-10 7.9801e-10 6.05544e-10
threshold=-0.14444499999999996 0.13767000000000004 -0.38516499999999992 -0.12043 0.088060000000000013 -0.079734999999999986 -0.0061249999999999994 0.11265500000000002 0.095780000000000018 0.086040000000000019 -0.065674999999999983 -0.065739999999999979 -0.022084999999999997 -0.08323499999999999 -0.078179999999999986 -0.071924999999999989 -0.078084999999999988 0.51114000000000004 -0.079504999999999978 -0.020594999999999999 0.11048500000000001 0.088820000000000024 -0.081684999999999994 -0.10142499999999997 0.11863000000000001 0.12191 0.12325000000000001 0.11667000000000001 0.10744000000000002 -0.0073049999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 9 6 -6 8 -7 10 13 12 -12 -5 15 16 -13 19 -19 -16 21 23 -23 -21 25 26 27 -25 29 -29
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leaf_weight=20 24 20 22 23 31 22 20 20 21 31 21 28 25 22 27 26 26 22 20 26 36 20 20 2364 29 23 28 31 24 49
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internal_value=0 -2.05728e-09 -2.7343e-11 -3.69485e-09 -1.16868e-09 1.39441e-07 4.52648e-07 -1.14108e-07 -3.1319e-07 -6.65635e-09 -3.51542e-09 -7.38115e-09 -4.30306e-07 2.40885e-07 -4.30618e-10 1.81893e-07 -5.35354e-08 -5.79506e-09 -3.57462e-07 -2.77679e-10 -5.44167e-09 -1.04596e-08 -3.64956e-07 -4.95075e-09 -9.16629e-09 -5.43679e-09 -9.21256e-09 -5.51489e-09 -1.75107e-07 -3.26829e-07
internal_weight=0 3101 3081 3057 3035 114 51 63 43 2921 2890 2845 46 45 2799 80 54 2719 42 2677 2650 2614 40 2574 2548 2519 2496 2468 104 80
internal_count=3121 3101 3081 3057 3035 114 51 63 43 2921 2890 2845 46 45 2799 80 54 2719 42 2677 2650 2614 40 2574 2548 2519 2496 2468 104 80
is_linear=0
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Tree=8916
num_leaves=31
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split_feature=46 12 130 10 0 0 133 97 34 9 9 2 132 50 1185 1203 16 12 1213 2 13 4 1204 12 12 43 1371 43 484 16
split_gain=1.88045e-10 2.19224e-10 3.49931e-10 2.02517e-10 3.08986e-09 3.27451e-09 5.80299e-10 2.2223e-10 7.03058e-10 4.36734e-10 8.89083e-10 7.60308e-10 1.97328e-10 5.01625e-09 2.58399e-09 7.35151e-10 2.32411e-10 3.10796e-10 3.60619e-10 6.55757e-10 6.88152e-10 2.26034e-10 2.13248e-10 1.43912e-09 9.19041e-10 1.99294e-10 1.3105e-09 1.14868e-09 2.85221e-09 2.31032e-09
threshold=0.096120000000000011 0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.084804999999999978 0.085075000000000026 -0.085969999999999977 -0.057544999999999992 0.088235000000000022 0.099965000000000012 -1.0000000180025095e-35 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.097644999999999996 0.11418000000000002 0.087385000000000004 0.097385000000000013 -0.0018299999999999998 -0.084564999999999987 -0.077669999999999989 0.087505000000000013 0.089505000000000015 -0.081944999999999976 0.083235000000000017 -0.08287499999999999 -1.0000000180025095e-35 -0.0060749999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=-2 -3 3 7 5 6 -8 8 9 10 -12 12 14 -15 22 -17 17 -19 -20 -21 -22 -23 25 24 -26 26 -28 28 29 -31
leaf_value=3.5805245888527514e-07 2.3047972782868394e-07 -3.1716470878315951e-07 -1.1635800026842055e-06 -3.1531983547045626e-07 1.129623784853114e-06 -4.9739071447509165e-07 1.7117998730498129e-07 4.3102265670531899e-07 4.9543307414428599e-07 -7.8501108868338289e-07 1.1495029100177836e-07 3.0036770898401631e-07 -1.0893406986476542e-06 1.5576263958142329e-06 -5.3115074067699471e-07 -6.4359186879414665e-07 1.8117158778826102e-07 -3.8603146752235341e-07 4.0332071989723776e-07 4.5878903947027539e-07 -6.913818097586955e-07 -1.8393414900576599e-07 5.5097154244219611e-10 9.814609506975103e-07 1.1733108351563715e-07 -1.4900785555431987e-08 -8.2902960144792811e-07 -5.1789919609745992e-07 1.7046745105631092e-06 1.846995317222877e-07
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internal_value=0 -2.62221e-09 -3.63749e-10 -3.5502e-09 -1.40685e-07 1.49767e-07 -2.62805e-07 1.3124e-09 3.70537e-09 -1.94659e-09 -3.14577e-07 2.91581e-09 -2.54095e-09 8.95068e-08 -1.02027e-08 -6.94134e-08 -3.41586e-09 -4.73845e-08 1.29944e-08 -5.86251e-08 -1.74898e-07 -2.51925e-08 -9.32469e-10 1.67529e-07 4.49689e-07 -5.87528e-09 -2.41839e-08 3.78758e-08 4.57158e-07 9.44687e-07
internal_weight=0 3086 3064 3037 104 81 57 2933 2911 2873 44 2829 2798 215 2583 194 174 152 129 109 89 69 2561 73 52 2488 1754 734 60 40
internal_count=3121 3086 3064 3037 104 81 57 2933 2911 2873 44 2829 2798 215 2583 194 174 152 129 109 89 69 2561 73 52 2488 1754 734 60 40
is_linear=0
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Tree=8917
num_leaves=31
num_cat=0
split_feature=403 484 481 50 4 2 52 2 402 1210 1209 3 3 52 403 3 403 12 0 1204 132 4 1204 130 52 403 1210 1210 16 2
split_gain=1.91914e-10 1.10772e-09 3.1342e-09 1.25174e-09 1.23623e-09 8.33973e-10 1.48005e-09 1.31765e-09 1.0279e-09 2.09503e-09 6.98143e-10 6.31545e-10 1.48032e-09 8.22271e-10 8.18673e-10 1.00289e-09 5.92139e-10 4.30728e-10 6.43304e-10 3.6283e-10 1.12655e-09 8.44972e-09 6.38574e-09 8.02951e-10 6.43091e-10 4.37226e-10 2.8188e-09 1.89375e-09 6.20177e-10 1.2525e-09
threshold=-0.084339999999999984 -0.081614999999999979 -0.081614999999999979 0.090630000000000016 -0.078629999999999992 0.085155000000000022 0.087555000000000008 0.086000000000000007 -0.10770499999999998 -0.089089999999999989 -0.074484999999999982 -0.07359499999999998 -0.079979999999999982 0.087765000000000024 -0.5335399999999999 -0.083154999999999993 -0.083259999999999987 0.089300000000000004 -0.087414999999999979 -0.082274999999999987 -0.083284999999999984 -0.081609999999999988 -0.077669999999999989 0.085620000000000016 0.10347000000000002 -0.0047449999999999992 -0.064344999999999999 -0.064799999999999983 -0.087484999999999993 0.086825000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 8 -7 -4 -10 -9 12 14 -13 -12 -16 -2 18 -11 23 21 -21 -22 -18 -23 26 -24 -27 -28 -30
right_child=16 2 3 4 -6 7 -8 10 9 17 11 13 -14 -15 15 -17 19 -19 -20 20 22 24 25 -25 -26 27 28 -29 29 -31
leaf_value=-6.2003998355363448e-07 -5.051405237802935e-07 1.2290682632184422e-06 5.5674992600935575e-07 1.0207447383929016e-06 2.5471910283578418e-08 7.4760913001362635e-07 -9.8861519561632162e-07 -5.564504196797771e-07 -1.1339703007706703e-06 -5.8654403763587959e-07 5.7706666569044635e-07 1.4391834200337559e-07 8.1631386765122575e-07 -7.4202471267881275e-07 5.843992346909452e-08 -7.0604167206056451e-07 -5.1548933685971403e-07 4.0489925922315707e-07 6.7453766781832296e-08 2.174448531206963e-06 -1.7946127068668716e-06 4.8708800812700921e-08 1.2393774140729788e-06 2.6384409132163003e-07 -5.8689585102911224e-07 -7.1138316929806795e-07 -3.3678668103220845e-07 5.7665827124420051e-10 4.3579918186961471e-07 -3.2291349122538629e-07
leaf_weight=23 24 23 21 24 26 27 21 20 20 21 21 22 28 20 78 22 39 20 53 20 20 78 21 20 20 38 40 2220 55 36
leaf_count=23 24 23 21 24 26 27 21 20 20 21 21 22 28 20 78 22 39 20 53 20 20 78 21 20 20 38 40 2220 55 36
internal_value=0 5.74644e-08 9.08319e-08 3.18692e-08 5.03203e-07 -2.79448e-08 -2.07647e-07 8.98434e-08 -8.61633e-08 -2.04595e-07 5.67434e-09 6.45356e-08 1.61078e-07 -2.77959e-07 9.45287e-09 -1.09746e-07 -1.06976e-08 -6.85521e-09 -1.1814e-07 -6.14575e-09 -4.68903e-10 3.01274e-07 -1.51214e-08 -2.51309e-07 -8.10064e-08 -3.5388e-10 1.63813e-07 -1.1405e-08 -8.60609e-09 1.35649e-07
internal_weight=0 490 467 444 50 394 156 238 135 114 211 191 149 42 121 100 2631 94 74 2607 2548 118 2430 59 98 2410 152 2258 131 91
internal_count=3121 490 467 444 50 394 156 238 135 114 211 191 149 42 121 100 2631 94 74 2607 2548 118 2430 59 98 2410 152 2258 131 91
is_linear=0
shrinkage=0.1


Tree=8918
num_leaves=31
num_cat=0
split_feature=1209 401 401 1213 133 15 1210 1211 1200 1203 132 1203 133 133 13 42 13 4 2 2 2 16 480 2 51 49 4 42 150 2
split_gain=2.22622e-10 1.89967e-10 3.17049e-10 7.3689e-10 4.21388e-10 8.07596e-10 6.31266e-10 2.58104e-10 2.45874e-10 3.53469e-10 6.66641e-09 3.40965e-10 3.10404e-10 3.4569e-10 2.98919e-10 9.25083e-10 6.01041e-10 2.82307e-10 6.82677e-10 3.58856e-09 1.48808e-09 4.08829e-09 2.04403e-09 1.08524e-09 1.17907e-09 1.40665e-09 1.14373e-09 9.91923e-10 9.73282e-10 9.21114e-10
threshold=-0.14444499999999996 -0.47263499999999997 -0.13200999999999999 -0.060974999999999994 0.51114000000000004 0.086195000000000008 0.24726500000000004 0.11301500000000002 0.090100000000000013 0.088820000000000024 -0.083284999999999984 0.087520000000000014 0.41553500000000004 0.41068500000000002 0.24394000000000002 -0.09693499999999998 0.26424500000000006 -0.011559999999999999 0.09580000000000001 0.094835000000000017 0.092755000000000018 -0.029084999999999996 0.097905000000000006 0.097220000000000015 -0.14283999999999999 0.092560000000000017 -0.50427999999999995 0.10306000000000001 0.10874500000000002 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 8 9 11 -11 12 13 14 17 -16 -17 18 19 20 22 -22 28 -20 25 -25 -26 -28 29 -4
right_child=1 2 4 -5 5 -7 -8 -9 -10 10 -12 -13 -14 -15 15 16 -18 -19 23 -21 21 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=3.3255564176215561e-07 -2.8240223575911235e-07 -1.7789625849218284e-07 -1.724115355566317e-08 5.4186489457854561e-07 7.9474317334534338e-08 -7.8093019489244848e-07 5.2199226809203421e-07 2.5161335947187488e-07 3.4205922784025232e-07 8.8410948304584738e-07 -1.4983499984628394e-06 3.9617262630253256e-07 -3.9129735814721503e-07 3.8069390781026376e-07 -7.1887425047537958e-08 9.2348270925413105e-07 1.4821406139731154e-07 1.9193940624198925e-08 6.4880546091217184e-07 -1.3503327384902584e-06 1.5684170671192987e-06 -3.4977440034822394e-07 -1.0859185852041265e-06 9.0211557742729083e-07 -6.4351707078931977e-07 -1.6499250683582864e-07 7.9676726202579051e-08 -5.6224234944158557e-07 -7.2203690034588035e-07 -3.5531577717626556e-07
leaf_weight=20 24 25 853 33 24 20 23 39 20 24 23 21 21 23 67 20 20 1263 30 22 20 25 20 30 30 21 222 27 22 89
leaf_count=20 24 25 853 33 24 20 23 39 20 24 23 21 21 23 67 20 20 1263 30 22 20 25 20 30 30 21 222 27 22 89
internal_value=0 -2.15151e-09 3.4391e-11 2.31623e-07 -4.41481e-09 -3.11619e-07 1.28708e-10 -3.9373e-09 -7.35868e-09 -9.77429e-09 -2.81775e-07 -5.28236e-09 -8.26663e-09 -5.398e-09 -8.59113e-09 1.55304e-07 5.35848e-07 -1.51494e-08 -4.58904e-08 -8.65997e-08 -5.95812e-08 5.02755e-07 -8.52978e-08 7.29582e-08 2.06085e-08 4.62718e-07 -6.02072e-08 1.0071e-08 -6.4538e-08 -4.91824e-08
internal_weight=0 3101 3077 58 3019 44 2975 2952 2913 2893 47 2846 2825 2804 2781 107 40 2674 1411 1051 1029 45 984 360 330 51 279 249 964 942
internal_count=3121 3101 3077 58 3019 44 2975 2952 2913 2893 47 2846 2825 2804 2781 107 40 2674 1411 1051 1029 45 984 360 330 51 279 249 964 942
is_linear=0
shrinkage=0.1


Tree=8919
num_leaves=31
num_cat=0
split_feature=132 1185 1203 3 1208 1208 1208 403 15 1210 1213 16 15 1212 1212 13 402 403 12 401 128 4 1212 129 43 4 42 42 4 0
split_gain=2.45024e-10 1.33528e-09 6.51108e-10 2.19286e-10 2.03811e-10 4.08838e-10 2.5931e-10 4.23948e-10 1.97273e-09 4.85433e-10 2.26847e-10 9.64016e-10 6.80966e-10 2.39903e-10 3.51867e-10 5.21761e-10 3.21098e-10 5.50515e-10 3.99134e-10 2.42262e-10 2.64907e-10 1.03642e-09 6.36448e-10 3.34938e-10 4.32515e-10 3.41217e-10 9.39533e-10 2.54162e-09 1.63865e-09 3.04692e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.092174999999999993 0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.5335399999999999 0.087575000000000014 -0.3960249999999999 0.18587500000000004 -0.088394999999999987 0.090455000000000021 0.13631000000000001 0.10321500000000002 -0.069964999999999986 -0.45015499999999992 -0.42244999999999994 0.096210000000000004 -0.099524999999999988 0.10773500000000001 -0.079329999999999984 0.094360000000000013 0.10327000000000001 -0.040344999999999992 -0.07533999999999999 0.086950000000000013 0.087550000000000017 -0.081714999999999996 -0.085544999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 -3 -9 13 -12 -13 14 16 -16 18 -18 -11 -19 22 -22 23 25 -25 26 28 -28 -21 -30
right_child=1 4 -4 -5 -6 -7 -8 9 -10 10 11 12 -14 -15 15 -17 17 19 -20 20 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-2.9650425403815461e-07 8.0226456399638362e-07 -3.6121282391832211e-07 -5.6149054246277416e-07 5.898218300198134e-09 -3.1615593201195228e-07 4.1518248963257068e-07 -2.7797752157753032e-07 -4.9212537987841644e-07 8.9605052747943927e-07 3.8196367881937476e-08 -3.7223480163106616e-07 6.5462792093740073e-08 8.9066939523263511e-07 -3.3084121985831934e-07 -8.1774294926617591e-08 6.2394841274288583e-07 3.8885782232730056e-07 -3.3536148164743782e-07 -5.8600778629624983e-07 -5.0543253863601232e-08 7.6082723829867547e-07 -1.6162703560510262e-07 -4.7240151821601386e-07 -3.4713142514961178e-08 6.1506905908004233e-07 1.8137566682106733e-08 1.1429556154367178e-06 -1.0546939824178417e-08 -1.2319253714723448e-06 -4.423318429231855e-08
leaf_weight=28 21 24 27 167 20 24 33 20 26 20 20 20 20 22 20 22 36 22 21 435 21 29 29 21 20 1696 22 145 36 54
leaf_count=28 21 24 27 167 20 24 33 20 26 20 20 20 20 22 20 22 36 22 21 435 21 29 29 21 20 1696 22 145 36 54
internal_value=0 7.75665e-09 -1.01249e-07 -3.75237e-08 1.95934e-09 4.18548e-09 7.04909e-10 3.98821e-09 2.92564e-07 -1.25672e-09 2.33807e-09 1.94632e-07 4.78066e-07 -1.98153e-09 7.49653e-10 2.8789e-07 -3.87631e-09 5.59894e-10 -2.81518e-07 -4.96529e-09 -2.06708e-09 2.25804e-07 -6.70237e-09 -1.14236e-09 2.82254e-07 -6.00804e-09 -6.51857e-08 1.41411e-07 -1.30903e-07 -5.1931e-07
internal_weight=0 2899 222 195 2878 2858 2834 2801 50 2751 2731 60 40 2671 2649 42 2607 2566 41 2530 2508 50 2458 2429 41 2388 692 167 525 90
internal_count=3121 2899 222 195 2878 2858 2834 2801 50 2751 2731 60 40 2671 2649 42 2607 2566 41 2530 2508 50 2458 2429 41 2388 692 167 525 90
is_linear=0
shrinkage=0.1


Tree=8920
num_leaves=31
num_cat=0
split_feature=1203 132 52 1203 1186 130 10 2 40 40 105 34 10 4 34 9 10 2 45 390 133 1209 48 448 1348 457 457 16 43 43
split_gain=2.0993e-10 5.41127e-10 1.02306e-09 2.76825e-10 2.14918e-10 1.95074e-10 3.59248e-10 6.57245e-10 4.2732e-10 2.97173e-10 2.14314e-10 3.67505e-10 4.64564e-10 6.84208e-09 4.42871e-10 3.63067e-10 7.90239e-10 6.19907e-10 2.43509e-10 1.92664e-10 3.19817e-10 1.89339e-10 1.88395e-10 2.57305e-10 4.50438e-10 2.04869e-10 3.47253e-10 2.51802e-09 3.19473e-10 2.02718e-09
threshold=0.090185000000000001 -0.079859999999999987 0.087555000000000008 0.088520000000000015 -0.11456499999999999 -0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 -0.11291499999999999 0.079510000000000011 -0.08786999999999999 -0.011559999999999999 0.053180000000000012 -0.057544999999999992 0.088235000000000022 0.10223 -1.0000000180025095e-35 0.094030000000000016 0.087590000000000015 -0.088234999999999994 -0.14444499999999996 -0.14001 0.030280000000000001 0.091105000000000005 0.41022000000000008 0.098180000000000003 -0.010264999999999998 -0.082389999999999977 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 -7 -8 -10 11 -11 13 -13 -14 17 -17 -16 19 21 -21 -19 -23 24 25 26 28 -28 29 -24
right_child=1 2 -4 -5 5 6 8 -9 9 10 -12 12 14 -15 15 16 -18 18 -20 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=3.1000195380412071e-07 -2.5845156631562751e-07 7.8387842804134454e-07 -1.1206114520234678e-07 -3.5742541874903758e-07 -3.1496236289285664e-07 -9.8369526941020187e-08 -4.5518458667478021e-07 7.0262783310681701e-07 3.8167467266703173e-07 4.1400538694211899e-07 -3.2342140350411206e-07 -1.5481313477986686e-06 3.695683077342693e-07 7.344566448597922e-07 4.4458528841753451e-07 -7.5262463759884225e-07 1.0685301461421659e-07 3.0131382914078133e-07 -2.6720758967258006e-07 4.7540994365456096e-07 -6.3795770637914923e-08 2.7738400464665632e-07 1.4314522808977693e-08 -3.1717445549643515e-07 4.5438429359429783e-07 2.9316315187150564e-07 -1.0146381656716625e-06 4.9990809592210485e-07 -2.9985923136721805e-08 8.8401371607054505e-07
leaf_weight=22 21 26 25 22 20 21 21 20 20 21 21 24 32 29 31 20 23 20 35 22 22 23 626 27 21 22 23 21 1812 28
leaf_count=22 21 26 25 22 20 21 21 20 20 21 21 24 32 29 31 20 23 20 35 22 22 23 626 27 21 22 23 21 1812 28
internal_value=0 1.68775e-07 3.44692e-07 -3.9829e-09 -1.41411e-09 -3.69402e-09 -1.60847e-09 2.92361e-07 -5.70248e-09 -2.47322e-09 -5.11978e-09 -2.80044e-09 -5.85983e-09 -2.99168e-07 -3.23741e-10 -4.58763e-09 -2.92904e-07 -5.13638e-11 -5.15267e-09 -1.71363e-09 2.05807e-07 -5.19473e-09 -7.54977e-09 -1.00899e-08 -6.84221e-09 -1.06675e-08 -1.33306e-08 -2.91787e-07 -8.36221e-09 5.15494e-08
internal_weight=0 72 51 3049 3027 3005 2985 41 2944 2923 2903 2882 2861 53 2808 2776 43 2733 2702 2667 44 2623 2603 2580 2553 2532 2510 44 2466 654
internal_count=3121 72 51 3049 3027 3005 2985 41 2944 2923 2903 2882 2861 53 2808 2776 43 2733 2702 2667 44 2623 2603 2580 2553 2532 2510 44 2466 654
is_linear=0
shrinkage=0.1


Tree=8921
num_leaves=31
num_cat=0
split_feature=1212 43 1212 1213 402 1212 403 1209 1208 52 1209 52 52 4 43 16 133 133 481 43 13 482 13 42 132 4 1212 0 0 3
split_gain=2.01282e-10 2.29808e-09 5.711e-09 2.06465e-09 2.04649e-09 3.38325e-10 1.23223e-09 2.71704e-10 2.88083e-10 1.39508e-09 2.83309e-10 2.40546e-10 9.19844e-10 2.47982e-09 9.59905e-10 1.11244e-09 8.91938e-10 2.64354e-09 1.66105e-09 1.32195e-09 1.8759e-09 1.12782e-09 2.53675e-09 1.42995e-09 1.46635e-09 1.11464e-09 8.81974e-10 1.24595e-09 2.25472e-09 1.52871e-09
threshold=-0.089544999999999986 -0.0047449999999999992 -0.121045 -0.090954999999999994 0.23460000000000003 -0.063924999999999996 0.0033700000000000002 0.12417500000000002 0.092250000000000013 0.060015000000000006 -0.077594999999999983 0.092320000000000013 0.10473500000000001 -0.084369999999999987 -0.24021999999999996 0.062650000000000025 0.092470000000000011 0.090310000000000015 -0.085749999999999979 0.055925000000000009 -0.077799999999999994 0.085875000000000021 -0.077944999999999987 0.093175000000000022 0.019705000000000004 -0.064054999999999987 0.086995000000000017 -0.086409999999999987 -0.091354999999999978 -0.082594999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -2 8 10 -10 -7 -12 13 -13 -14 16 17 18 -16 20 -18 23 -23 24 26 -22 27 28 -20 -29
right_child=4 2 -4 -5 -6 7 -8 -9 9 -11 11 12 14 -15 15 -17 19 -19 21 -21 25 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=7.9912378916040856e-08 -2.0401092844698121e-07 -1.7117601767076561e-08 1.9224723621391604e-06 -1.1937547020579588e-06 -9.0643183102656631e-07 2.8486831441194442e-07 7.1839080604263474e-07 2.8714019020270601e-07 -8.3830516576286072e-07 3.2868403025076988e-07 9.9997108792170001e-09 -1.3405747563410841e-06 5.8010840367964764e-07 -6.2478575489963303e-08 -7.6648549161006942e-07 4.7721182918274671e-07 -1.0268164983856947e-06 1.0503334452364884e-06 -2.8451980485202617e-08 3.8215557481180444e-07 4.2834804270858683e-07 3.3518262576783612e-07 -1.1238379017277988e-06 6.9845808852164743e-07 -7.3804289763756978e-07 -5.9019924419447176e-07 6.8718967603282569e-07 -8.6395651164076339e-07 1.0907542896158398e-06 2.5262017899763124e-08
leaf_weight=35 30 63 20 20 25 34 28 32 21 20 2181 20 26 63 32 38 39 22 72 20 22 22 26 32 25 21 21 29 24 58
leaf_count=35 30 63 20 20 25 34 28 32 21 20 2181 20 26 63 32 38 39 22 72 20 22 22 26 32 25 21 21 29 24 58
internal_value=0 1.18064e-07 4.50253e-07 -3.83239e-07 -5.46864e-09 2.14599e-09 2.41286e-07 -2.63682e-09 -5.87003e-09 -2.69042e-07 -2.05325e-09 -5.54602e-09 -6.09468e-08 -3.70454e-07 -1.23852e-08 -4.30111e-08 -8.5524e-08 -1.21085e-08 -8.06531e-08 -3.46797e-07 -5.2459e-07 -9.62841e-09 -4.5512e-07 7.23011e-08 -1.51968e-08 -6.9082e-08 7.33873e-08 2.95092e-09 2.5135e-07 -2.71144e-07
internal_weight=0 138 83 55 2983 2958 58 2900 2868 41 2827 2793 612 83 529 503 465 363 341 102 82 309 48 261 229 43 204 183 96 87
internal_count=3121 138 83 55 2983 2958 58 2900 2868 41 2827 2793 612 83 529 503 465 363 341 102 82 309 48 261 229 43 204 183 96 87
is_linear=0
shrinkage=0.1


Tree=8922
num_leaves=31
num_cat=0
split_feature=402 1212 401 1208 1208 1212 402 42 403 1213 1213 12 12 16 1213 1212 1211 1212 13 401 402 13 402 1200 1203 402 3 131 15 403
split_gain=2.40428e-10 3.89606e-10 2.59786e-10 2.46705e-10 3.91337e-10 2.22628e-10 4.65083e-09 2.21592e-09 4.99991e-09 1.38079e-09 2.36679e-10 1.52188e-09 9.57818e-10 9.71318e-10 8.36849e-10 3.17907e-10 5.28293e-10 2.65832e-10 5.33668e-10 2.98124e-10 3.09927e-10 7.41622e-10 5.8374e-10 7.68754e-10 3.84732e-10 2.85375e-10 1.3427e-09 2.55365e-10 3.48196e-10 1.71053e-09
threshold=0.31278000000000006 0.15049500000000002 0.13571500000000003 0.11531000000000001 0.10233500000000001 -0.089544999999999986 0.12006000000000001 0.087505000000000013 0.022375000000000003 -0.09280999999999999 -0.087529999999999983 0.085635000000000003 0.090995000000000006 -0.085589999999999986 -0.085929999999999992 0.12799000000000002 0.11541000000000001 -0.063924999999999996 -0.064619999999999983 -1.0000000180025095e-35 -0.10770499999999998 -0.047864999999999991 -0.092414999999999983 0.086110000000000006 0.089005000000000015 -0.0088649999999999979 -0.083489999999999995 0.11863000000000001 0.087575000000000014 -0.49218499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 10 8 -1 -9 11 -7 13 -13 -12 16 17 18 -16 -19 21 -21 -22 24 25 26 -24 28 -27 -30
right_child=-2 -3 -4 -5 -6 6 -8 9 -10 -11 14 12 -14 -15 15 -17 -18 19 -20 20 22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=1.8260122772062461e-06 3.3722293058720732e-07 -4.3155090262795668e-07 3.2836365733146526e-07 -3.0865377609665338e-07 3.5417839289068305e-07 6.6567419878538212e-07 -1.5280502276482366e-06 6.980049386550457e-08 -5.0245535949587216e-08 -1.0264633715451056e-06 -6.0408950137412915e-07 -9.1902161614143552e-07 3.9369006413914538e-07 1.5957506320773976e-08 6.2421277220892083e-07 -3.8594387470019295e-07 5.0426110132797297e-07 -3.2208087351795384e-07 -8.9517395839390126e-08 7.2259893663328972e-07 -3.9434895695110662e-07 -8.9035065034944902e-12 3.383013385562505e-07 5.5230463829047955e-07 -3.4950561058622046e-07 -9.0753017959357329e-09 -6.8482212405985504e-07 -2.9045279816841688e-07 9.3053483258541831e-07 4.2096173321700308e-08
leaf_weight=20 21 21 24 26 31 37 20 27 49 20 23 20 23 25 20 21 21 29 22 20 38 49 23 25 32 1978 29 29 23 375
leaf_count=20 21 21 24 26 31 37 20 27 49 20 23 20 23 25 20 21 21 29 22 20 38 49 23 25 32 1978 29 29 23 375
internal_value=0 -2.28426e-09 6.43509e-10 -1.93105e-09 7.01761e-10 -2.95327e-09 -8.42035e-09 1.32876e-07 4.93597e-07 -3.96695e-07 2.199e-09 1.49555e-07 -1.31274e-07 -3.99589e-07 -3.41305e-09 1.64019e-09 4.64029e-09 7.42802e-10 2.50354e-07 -3.2133e-09 3.14802e-10 2.09443e-07 -5.33952e-09 5.40499e-10 -5.00153e-09 -5.14702e-10 -2.32287e-07 4.49659e-09 8.09656e-09 9.34381e-08
internal_weight=0 3100 3079 3055 3029 2998 2882 116 69 47 2862 105 68 45 2757 2734 2713 2692 42 2650 2621 69 2552 2514 2489 2457 52 2405 2376 398
internal_count=3121 3100 3079 3055 3029 2998 2882 116 69 47 2862 105 68 45 2757 2734 2713 2692 42 2650 2621 69 2552 2514 2489 2457 52 2405 2376 398
is_linear=0
shrinkage=0.1


Tree=8923
num_leaves=31
num_cat=0
split_feature=46 31 34 97 34 2 0 12 402 1212 402 3 16 402 403 402 402 13 402 1212 1209 1213 43 1371 43 3 457 1371 150 158
split_gain=2.02466e-10 2.37573e-10 2.94496e-10 2.75296e-10 2.37228e-10 2.45108e-10 9.93472e-10 9.11002e-10 2.0003e-10 3.08922e-10 2.30147e-10 4.39492e-09 3.08563e-09 2.87433e-10 4.76093e-10 3.86262e-10 3.88558e-10 4.18948e-10 3.39154e-10 2.72334e-10 1.14943e-09 1.00545e-09 2.52076e-10 1.03988e-09 8.26797e-10 2.74823e-09 1.53489e-09 1.14567e-09 9.30541e-10 7.94856e-10
threshold=0.096120000000000011 -0.082169999999999979 -0.08786999999999999 -0.083614999999999981 -0.072169999999999984 -0.080614999999999978 -0.080119999999999983 -0.010834999999999999 0.31278000000000006 0.15049500000000002 0.11522000000000002 -0.078724999999999976 -0.082404999999999992 0.11174500000000002 -0.55683499999999986 0.10607000000000001 0.096735000000000002 -0.015874999999999997 0.09388500000000001 -0.092474999999999988 -0.090519999999999975 -0.091914999999999983 -0.081944999999999976 0.083235000000000017 -0.08287499999999999 -0.082234999999999989 0.10613500000000002 0.083235000000000017 0.10699000000000002 0.10667500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 6 -6 -8 9 10 13 12 -12 14 -7 16 18 -18 19 21 -21 -16 24 -24 26 -26 27 28 29 -22
right_child=-2 2 4 -5 5 8 7 -9 -10 -11 11 -13 -14 -15 15 -17 17 -19 -20 20 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-9.7341720400687214e-09 2.3916766492350561e-07 3.4983223636449645e-07 -3.0861874765264479e-07 -4.7300860985714002e-07 7.6385232855527433e-07 4.8072118005393352e-07 3.7135555491626553e-07 -4.2175551717112588e-07 3.0350064272559916e-07 -3.8839582484364482e-07 -1.3885690290749153e-06 1.0612717704988787e-06 1.9480550363937255e-07 -3.529777787984282e-07 -9.6763244528119685e-08 -3.6580900039477155e-07 2.7292035196881316e-08 6.2654045791532558e-07 -4.2034019685388559e-07 -7.3161523501270995e-07 6.7233257676606394e-08 7.6148850455735694e-07 -1.7765709502017345e-08 -7.0955017732062098e-07 1.2582155586864761e-06 -1.267391347799898e-07 -8.5181363715491911e-07 7.826448435821476e-07 -5.1163524372732638e-07 -4.3681940174640963e-07
leaf_weight=29 35 24 25 23 21 20 28 30 21 21 20 33 32 24 39 30 28 20 20 22 602 21 1765 22 23 38 20 20 32 33
leaf_count=29 35 24 25 23 21 20 28 30 21 21 20 33 32 24 39 30 28 20 20 22 602 21 1765 22 23 38 20 20 32 33
internal_value=0 -2.70721e-09 9.25198e-10 -2.14644e-07 -1.85678e-09 7.12411e-10 1.74509e-07 -3.88743e-08 -4.01227e-09 -6.25066e-09 -3.44862e-09 1.5864e-07 -4.14185e-07 -8.40634e-09 -5.40462e-09 -8.95948e-09 -5.00181e-09 2.76979e-07 -1.00959e-08 -6.98448e-09 -1.18881e-08 2.03625e-07 -5.69082e-09 -2.62824e-08 4.22221e-08 3.95457e-07 1.17449e-08 3.68849e-08 1.45233e-08 4.10384e-08
internal_weight=0 3086 3034 52 3010 2985 79 58 2906 2885 2864 85 52 2779 2755 2735 2705 48 2657 2637 2577 60 2555 1787 768 61 707 687 667 635
internal_count=3121 3086 3034 52 3010 2985 79 58 2906 2885 2864 85 52 2779 2755 2735 2705 48 2657 2637 2577 60 2555 1787 768 61 707 687 667 635
is_linear=0
shrinkage=0.1


Tree=8924
num_leaves=31
num_cat=0
split_feature=401 401 16 133 42 1210 133 1208 1208 403 15 1210 133 133 1209 403 15 132 50 15 1210 131 480 52 481 52 42 1 52 2
split_gain=2.09012e-10 2.5807e-10 6.13635e-10 4.59201e-10 7.29372e-10 4.06112e-10 2.27944e-10 6.2323e-10 2.65496e-10 4.25787e-10 1.72449e-09 3.51061e-10 2.9091e-10 4.44621e-10 2.15948e-10 2.60839e-09 3.28731e-10 4.61182e-09 5.51207e-09 1.21722e-09 1.10519e-09 7.60562e-10 2.24405e-09 8.27125e-10 4.94417e-10 7.45758e-10 9.68761e-10 8.77686e-10 8.1634e-10 6.22392e-10
threshold=-0.47263499999999997 -0.13200999999999999 -0.066924999999999985 0.51114000000000004 -0.042239999999999993 0.24726500000000004 0.41553500000000004 0.10737500000000001 0.092250000000000013 -0.5335399999999999 0.087575000000000014 -0.3960249999999999 0.26753000000000005 0.23074000000000003 -0.065739999999999979 -0.0047449999999999992 0.091650000000000023 -0.083284999999999984 0.11028 0.090750000000000011 -0.056299999999999996 0.09055500000000001 0.10579000000000001 0.40674500000000008 -0.07496499999999999 1.0000000180025095e-35 0.09858500000000002 0.094090000000000021 0.10263500000000002 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 8 9 10 -3 -11 13 14 15 -13 19 -18 20 -16 -19 22 23 24 -22 26 27 -26 -27 -29
right_child=1 3 -4 4 -6 -7 -8 -9 -10 11 -12 12 -14 -15 16 -17 17 18 -20 -21 21 -23 -24 -25 25 28 -28 29 -30 -31
leaf_value=-2.9397562085383323e-07 -8.1965903486747046e-08 -3.7610583120795126e-07 5.7207884651688801e-07 4.9248672103393204e-08 -7.6842525260190102e-07 4.1270087412688858e-07 -3.1390280254151512e-07 5.0964270693990945e-07 -3.0310030712732034e-07 -4.2127151118620536e-07 8.8118545041500822e-07 5.053738033685325e-07 -2.7565384080593217e-07 4.4076852458127418e-07 -2.3328619285483781e-09 -1.0020945353517163e-06 1.4618064009428252e-06 8.2562455304469052e-07 -1.4963371620030124e-06 -6.1397285419802345e-07 4.2704290616294812e-07 -3.8033931243067599e-07 1.1344277197622432e-06 -4.3279462853675028e-07 3.5574197985842269e-07 -6.0798414670942644e-07 7.8312761243895774e-07 -6.0007261845385081e-07 1.0665641439393794e-07 1.2921634994323872e-07
leaf_weight=24 32 20 26 24 20 24 23 24 29 20 24 24 38 23 2319 22 23 20 23 33 39 35 20 33 46 31 22 25 33 22
leaf_count=24 32 20 26 24 20 24 23 24 29 20 24 24 38 23 2319 22 23 20 23 33 39 35 20 33 46 31 22 25 33 22
internal_value=0 2.27325e-09 2.11227e-07 -1.71468e-09 -3.22421e-07 2.99687e-09 -3.12752e-10 2.13385e-09 -2.03175e-09 9.84132e-10 3.09689e-07 -3.78017e-09 -8.30746e-10 2.90834e-09 -7.27318e-10 -2.15589e-07 2.90104e-09 9.02512e-08 -1.37819e-10 -1.09145e-08 1.05422e-07 5.83502e-08 1.15008e-07 3.37788e-08 1.04407e-07 3.41119e-08 1.86382e-07 4.52159e-08 -2.39498e-07 -2.58703e-07
internal_weight=0 3097 58 3039 44 2995 2971 2948 2924 2895 44 2851 2831 2793 2770 46 2724 372 349 2352 326 306 271 251 218 179 115 93 64 47
internal_count=3121 3097 58 3039 44 2995 2971 2948 2924 2895 44 2851 2831 2793 2770 46 2724 372 349 2352 326 306 271 251 218 179 115 93 64 47
is_linear=0
shrinkage=0.1


Tree=8925
num_leaves=31
num_cat=0
split_feature=400 399 16 132 1203 394 50 129 402 12 16 0 402 0 1212 1213 1210 1210 15 4 403 0 1213 481 1212 52 401 401 133 1210
split_gain=2.006e-10 6.83024e-10 4.47114e-10 2.22226e-10 6.1215e-09 5.00477e-09 9.32699e-10 2.47898e-10 2.49244e-10 1.25466e-09 4.49345e-09 4.20505e-09 8.23339e-10 7.72267e-10 2.7914e-10 9.40871e-10 2.65225e-09 1.61685e-09 8.76845e-10 2.96774e-10 2.96751e-10 1.05607e-09 2.47632e-10 1.10072e-09 2.40689e-10 4.84217e-10 3.01753e-10 5.32664e-10 5.83209e-10 7.2861e-10
threshold=0.10782000000000001 0.093190000000000009 -0.07550999999999998 -0.083284999999999984 0.089165000000000008 0.10448000000000002 0.10022000000000002 -0.082304999999999975 0.10708500000000001 0.088245000000000004 -0.082179999999999989 -0.086234999999999992 0.10265000000000002 -0.075934999999999989 -0.092474999999999988 -0.088064999999999991 -0.018549999999999994 -0.13847499999999999 0.085465000000000013 -0.080924999999999983 -0.53762499999999991 -0.07403499999999999 -0.084134999999999988 -0.081539999999999987 -0.063924999999999996 0.086965000000000015 -0.46360499999999999 -0.078179999999999986 0.51114000000000004 0.0028200000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 7 -1 -5 12 11 -11 -10 14 -12 18 16 -16 -17 -9 -18 21 -19 23 -22 25 -24 -26 -28 29 -29
right_child=2 -3 -4 5 -6 -7 -8 8 9 10 13 -13 -14 -15 15 17 19 20 -20 -21 22 -23 24 -25 26 -27 27 28 -30 -31
leaf_value=-1.1354700963984284e-08 -4.3611805850677257e-07 4.4252417467305346e-07 1.6149555032522284e-07 3.0424981571497014e-07 1.753266307531476e-06 -1.5847649962097422e-06 -7.4416318284420414e-07 6.9364176142797715e-07 4.5508191575546311e-07 1.3794006722021332e-06 -4.256570180574373e-07 -1.4047549916540447e-06 -6.1642075789594947e-07 2.55252056772846e-07 -1.342117167126844e-06 8.9900692842093125e-07 2.5709477461077771e-07 2.4952847724080132e-07 -1.058160262680437e-07 -2.0941828362689803e-07 2.9704444083715012e-07 -7.6581867514981982e-07 -8.8302515037371035e-08 -6.9430988295001344e-07 -3.678008343141218e-07 5.8302301017052055e-07 4.543936971237792e-07 -1.4158540366698801e-09 -4.3881303743849763e-07 5.0303589697693559e-07
leaf_weight=132 31 35 21 27 20 20 20 23 31 29 36 20 22 31 20 20 25 20 34 30 21 21 22 24 22 21 26 2258 30 29
leaf_count=132 31 35 21 27 20 20 20 23 31 29 36 20 22 31 20 20 25 20 34 30 21 21 22 24 22 21 26 2258 30 29
internal_value=0 3.2928e-09 -1.94774e-07 -1.77414e-09 1.08623e-07 -8.4088e-09 -1.07777e-07 2.68449e-09 -2.0797e-10 1.26559e-07 3.39498e-07 -2.74266e-07 -7.19252e-09 -1.1061e-07 -2.12713e-09 -6.94647e-09 -3.55967e-07 3.46583e-09 2.16772e-07 2.63311e-09 -3.71573e-09 -2.70527e-07 7.43821e-10 -2.31678e-07 5.08725e-09 2.39554e-07 8.24215e-10 4.28548e-09 -7.65364e-10 4.98078e-09
internal_weight=0 3069 52 3034 172 2862 152 2842 2815 147 96 51 2668 67 2646 2589 75 2514 57 55 2494 41 2453 45 2408 43 2365 2343 2317 2287
internal_count=3121 3069 52 3034 172 2862 152 2842 2815 147 96 51 2668 67 2646 2589 75 2514 57 55 2494 41 2453 45 2408 43 2365 2343 2317 2287
is_linear=0
shrinkage=0.1


Tree=8926
num_leaves=31
num_cat=0
split_feature=132 132 1203 1208 1208 1208 1209 2 401 1212 1212 402 1212 13 1213 1210 402 402 403 42 403 403 1210 43 403 1213 0 403 1 1213
split_gain=2.41819e-10 9.77055e-10 9.22155e-10 1.84966e-10 2.18345e-10 2.21777e-10 4.25045e-10 1.5331e-09 4.46892e-10 3.59171e-10 3.17146e-09 1.8265e-09 4.74496e-10 4.20463e-10 3.28228e-10 7.19262e-10 3.39779e-10 6.00118e-10 3.45719e-10 6.06697e-10 3.00225e-10 1.34628e-09 9.45026e-10 1.17343e-09 1.0066e-09 4.9403e-10 2.68443e-09 7.89083e-10 4.73759e-10 4.12001e-10
threshold=-0.083449999999999983 -0.076764999999999986 0.089480000000000018 0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.087199999999999986 0.084715000000000013 0.13571500000000003 -0.089544999999999986 -0.073259999999999978 0.13116000000000003 -0.009474999999999999 -0.095304999999999987 -0.24064499999999997 -0.094799999999999982 0.11174500000000002 0.10323000000000002 -0.52800499999999995 0.087885000000000019 -0.090774999999999981 -0.085729999999999987 -0.036169999999999994 0.055925000000000009 -0.43370499999999995 -0.086179999999999993 -0.085804999999999979 -0.083814999999999987 0.08801500000000001 -0.077179999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -3 9 11 -11 13 -12 -8 -14 -16 17 18 19 -17 22 -22 -20 24 -24 26 -23 -27 -26 -29
right_child=1 3 -4 -5 -6 -7 8 -9 -10 10 12 -13 14 -15 15 16 -18 -19 20 -21 21 25 23 -25 28 27 -28 29 -30 -31
leaf_value=-3.6076349943684542e-08 6.429994646358258e-07 -2.3266622793016722e-07 -7.4890619693235306e-07 -3.0075372237092779e-07 3.0477319512556278e-07 -2.5585119451741113e-07 3.3708283808664419e-07 9.1193135848367428e-07 -4.4907461332596458e-07 -1.1726459231043839e-06 3.5296602042751312e-07 9.9362388823465157e-07 -3.3898478586686615e-07 -1.9025362083782385e-07 5.5012916912270772e-07 9.5791318841520473e-08 -3.7438026134021622e-07 4.209442778346784e-07 6.7065227813987742e-07 -6.8311652270836029e-07 -6.8461814870370921e-07 -5.3325205830002573e-07 -6.1734969036748497e-07 7.3360817174667706e-07 -3.5001550308777497e-08 -6.3136252279605289e-07 9.2105363213098221e-07 4.1169217013248272e-07 4.7756139606876375e-07 -4.9915976557025228e-09
leaf_weight=196 24 25 20 20 24 33 21 22 22 23 39 22 28 54 24 20 24 34 27 20 29 22 27 21 100 20 30 24 22 2104
leaf_count=196 24 25 20 20 24 33 21 22 22 23 39 22 28 54 24 20 24 34 27 20 29 22 27 21 100 20 30 24 22 2104
internal_value=0 7.5919e-09 -1.02079e-07 2.29868e-09 4.41718e-09 1.87628e-09 4.90945e-09 3.03103e-07 -1.74007e-10 3.43689e-09 -3.51208e-09 1.9242e-07 6.77093e-09 -4.25994e-08 1.52963e-09 5.27154e-09 9.06457e-11 3.68557e-09 -2.06739e-09 -2.93663e-07 2.74044e-09 -7.71773e-09 1.21072e-07 3.37854e-08 -6.48473e-08 1.20505e-09 3.0577e-07 -6.16804e-09 5.74278e-08 -2.92157e-10
internal_weight=0 2905 216 2881 2861 2837 2804 47 2757 2735 2638 97 2615 75 2576 2548 2524 2500 2466 40 2426 2229 197 170 149 2200 52 2148 122 2128
internal_count=3121 2905 216 2881 2861 2837 2804 47 2757 2735 2638 97 2615 75 2576 2548 2524 2500 2466 40 2426 2229 197 170 149 2200 52 2148 122 2128
is_linear=0
shrinkage=0.1


Tree=8927
num_leaves=31
num_cat=0
split_feature=130 130 52 130 3 3 15 0 16 394 2 1204 132 400 42 130 42 400 133 39 33 9 9 12 12 1210 1210 403 12 42
split_gain=2.05176e-10 7.31545e-10 4.13851e-10 5.37613e-10 5.70944e-10 9.64597e-10 5.75339e-10 3.76032e-10 4.00387e-10 3.74044e-10 1.14434e-09 3.19437e-10 4.68633e-09 3.89436e-10 1.63677e-09 1.13383e-09 2.62886e-10 2.32584e-10 2.69144e-10 2.32113e-10 9.54661e-10 3.22501e-10 3.47459e-10 2.72357e-10 2.30161e-10 8.74471e-10 1.25679e-09 1.18285e-09 7.43272e-10 3.83582e-09
threshold=-0.0089599999999999975 -0.0048749999999999991 0.10611000000000001 -0.015559999999999999 -0.116045 -0.10519499999999998 0.089165000000000008 -0.085669999999999982 -0.08595499999999999 -0.088129999999999986 0.089005000000000015 -0.08130999999999998 -0.083284999999999984 -0.064794999999999978 -0.067534999999999998 0.087380000000000013 -0.012324999999999997 0.10782000000000001 -0.51151499999999983 -1.0000000180025095e-35 -0.009184999999999997 0.089995000000000006 0.10141500000000002 -0.015429999999999998 0.094580000000000011 -0.064799999999999983 -0.0049999999999999984 -0.44023999999999991 0.09364500000000002 0.095185000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -7 -9 10 -3 12 -11 14 15 -13 -5 18 -15 23 -21 24 -23 -20 28 -26 -27 -28 -22 -30
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leaf_value=4.6497729180200191e-07 -4.6197129328057996e-07 6.9042620824331739e-07 5.2308553293300981e-07 6.0619965360977153e-07 -7.2177418598498441e-07 4.7446680585567388e-08 4.6217206080773795e-07 -6.4810292229822156e-07 -3.6322914500329795e-08 6.1687652261104421e-07 -2.8610709900281757e-07 2.7635964362439287e-07 -1.0315425307843336e-06 3.6021231551330858e-07 8.3588748540007286e-07 -6.2136399634482589e-07 1.2267910019248951e-07 -3.0023499646261001e-07 -3.6108109497945411e-08 -6.0331025350832442e-07 -5.5796568976824748e-09 5.3120501997514307e-07 1.074105735542303e-08 4.7951987432221749e-07 -7.0010435043362431e-07 6.8092013168799657e-07 -7.3186739316410111e-07 -3.9744979821612131e-08 1.0837956097020651e-06 -4.9261338698011846e-07
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leaf_count=21 35 28 20 22 21 78 23 20 23 34 21 34 35 20 28 24 23 27 20 27 1841 23 29 21 21 23 26 491 33 29
internal_value=0 -7.5884e-09 8.66944e-08 4.89116e-08 -2.61259e-08 -8.863e-08 3.70356e-09 -8.34433e-08 -3.20872e-07 -1.97874e-09 2.71912e-07 -6.79591e-09 -2.19278e-07 -1.39979e-09 2.08004e-07 -9.51122e-08 3.59067e-07 -8.24461e-09 -5.21706e-09 -8.04546e-09 -1.1851e-08 -5.50391e-09 2.40946e-07 2.27994e-07 -1.0705e-08 -6.69953e-08 -4.23744e-08 -7.45519e-08 5.88929e-09 3.46443e-07
internal_weight=0 2870 251 231 186 165 144 121 43 2835 49 2786 69 2717 86 58 45 2631 2604 2584 2543 2516 52 41 2464 561 540 517 1903 62
internal_count=3121 2870 251 231 186 165 144 121 43 2835 49 2786 69 2717 86 58 45 2631 2604 2584 2543 2516 52 41 2464 561 540 517 1903 62
is_linear=0
shrinkage=0.1


Tree=8928
num_leaves=31
num_cat=0
split_feature=132 1185 15 12 42 399 0 3 1213 1209 1204 12 132 457 16 448 150 3 150 447 147 147 160 2 1 130 3 42 160 124
split_gain=2.45935e-10 1.17624e-09 7.14693e-10 2.40263e-10 3.32936e-10 3.3123e-10 3.03915e-10 3.97158e-10 2.16963e-10 1.83312e-10 1.86478e-10 1.01728e-09 7.67408e-10 1.95975e-10 1.286e-09 6.42612e-10 5.47184e-10 2.03297e-09 5.01818e-10 5.88903e-10 3.06576e-10 4.10692e-10 2.45636e-10 8.13204e-10 2.64048e-09 1.45079e-09 9.16622e-10 7.85268e-10 9.75116e-10 8.27859e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.11527000000000001 -0.021469999999999996 0.085965000000000014 -0.085939999999999989 -0.084964999999999985 -1.0000000180025095e-35 -0.14444499999999996 -0.077669999999999989 0.087505000000000013 -0.011165 0.11612500000000002 -0.071854999999999988 0.030280000000000001 0.12068000000000002 -0.07928499999999998 0.11656000000000001 0.089635000000000006 0.090635000000000007 0.087070000000000022 0.086325000000000013 0.10912000000000001 0.10708500000000001 0.091285000000000019 -0.075634999999999994 0.089390000000000011 0.098320000000000005 -0.084644999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -6 -7 -3 11 -11 -13 15 -15 16 18 -18 19 20 21 22 -12 25 -25 26 -24 28 29 -28
right_child=1 9 -4 -5 6 8 -8 -9 -10 10 13 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-4.7341408295764612e-07 7.5346614981494246e-07 3.0402611514546154e-07 -5.5534882771250218e-07 2.4021876439763091e-07 1.7011134794131523e-07 -3.0208735761760864e-07 3.3684834266767681e-07 -3.5066456415801509e-07 1.3600912478313359e-07 -4.2942819004024169e-07 7.1680378141028973e-10 9.1518200306950351e-08 8.8115059782012395e-07 6.2135080014513733e-07 -2.6188886570988713e-07 -5.0281512183293957e-07 -1.8792657870643087e-07 1.0293795081333486e-06 -4.4705253281143506e-07 4.8752758855149141e-07 -3.4532325667281905e-07 3.9674227946306931e-07 6.1726978435839394e-08 9.2509708074268425e-07 -4.8884121997616598e-07 -9.6863204952396254e-07 -5.4690872601052358e-08 -9.0536208830371833e-07 3.9146570671277916e-07 -9.2582264642260282e-07
leaf_weight=32 21 20 30 28 32 20 27 27 26 21 2240 32 20 32 34 26 34 23 26 24 27 25 136 28 25 21 24 20 20 20
leaf_count=32 21 20 30 28 32 20 27 27 26 21 2240 32 20 32 34 26 34 23 26 24 27 25 136 28 25 21 24 20 20 20
internal_value=0 7.77338e-09 -1.01435e-07 -3.0511e-08 -7.67331e-08 -2.26343e-07 5.89596e-08 -6.82098e-08 -5.44676e-08 2.33226e-09 2.21038e-10 1.57995e-07 3.95223e-07 -3.9145e-09 1.66349e-07 -8.0474e-09 -3.27059e-09 3.03267e-07 -9.89906e-09 -5.54427e-09 -1.01203e-08 -6.58362e-09 -1.05628e-08 -9.65023e-08 2.58145e-07 -1.74495e-07 -9.86913e-08 -3.58416e-07 -1.87496e-07 -4.5066e-07
internal_weight=0 2899 222 192 164 78 86 59 46 2878 2858 73 52 2785 66 2719 2693 57 2636 2610 2586 2559 2534 294 53 241 220 84 64 44
internal_count=3121 2899 222 192 164 78 86 59 46 2878 2858 73 52 2785 66 2719 2693 57 2636 2610 2586 2559 2534 294 53 241 220 84 64 44
is_linear=0
shrinkage=0.1


Tree=8929
num_leaves=31
num_cat=0
split_feature=132 1185 15 132 1 13 13 15 1455 43 483 158 0 482 482 1 482 483 482 46 2 2 2 150 15 131 13 13 4 2
split_gain=1.99193e-10 9.52763e-10 5.78904e-10 2.54161e-10 3.41903e-10 2.65817e-10 1.88519e-10 1.87279e-10 1.73379e-10 1.00108e-09 4.35456e-10 3.00919e-10 1.14901e-09 4.28867e-10 4.11463e-10 1.06035e-09 1.17454e-09 1.16306e-09 1.01844e-09 2.82516e-10 2.94122e-10 1.12769e-09 9.51744e-10 8.09986e-10 1.6961e-09 7.9814e-10 7.97261e-10 8.2918e-10 1.17741e-09 1.97841e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.41127499999999995 0.089625000000000024 0.056795000000000005 -0.0087749999999999981 0.084370000000000014 -0.097209999999999977 -0.067899999999999974 0.13622000000000004 -0.46695499999999995 -0.077809999999999976 0.11117500000000001 0.098465000000000011 0.16540500000000002 0.089745000000000005 0.086310000000000012 0.087870000000000018 0.096120000000000011 0.10584500000000001 0.10497000000000002 0.10644500000000001 0.11819500000000001 -0.040804999999999994 0.08844500000000001 0.10002500000000002 0.065590000000000009 -0.27825499999999997 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 6 -1 7 -5 9 -3 11 12 -10 14 15 16 18 -18 19 20 21 -13 -22 25 -25 26 27 28 -24 -30
right_child=1 8 -4 4 -6 -7 -8 -9 10 -11 -12 13 -14 -15 -16 -17 17 -19 -20 -21 22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-7.3560828442706142e-08 6.7811916951974311e-07 1.6698092109264336e-07 -4.9981407701219875e-07 -3.3126513186444038e-08 -3.9941565138837309e-07 4.076701093443565e-07 -1.7641588890961026e-07 3.0563295354113508e-07 2.2186755102112606e-07 -6.5216113443966613e-07 4.5940505596523255e-07 1.0891411724505221e-08 -8.145068397880095e-07 4.364376655243889e-07 -3.7186087642394655e-07 6.9824263694587536e-07 -5.4946235229214871e-08 -1.0472148663406447e-06 6.8763339878718066e-07 3.0948689480207277e-07 -7.2233750155906571e-07 7.0053742670476522e-07 5.4816304242422118e-07 1.0554329821843568e-06 -1.9146755869670073e-07 2.8899555551540539e-07 1.9000523005313708e-07 -6.8441005278773133e-07 -9.250601552324156e-07 -9.9307544537382218e-08
leaf_weight=22 21 37 30 47 29 24 45 25 23 25 21 1965 20 23 29 22 27 21 22 30 21 24 24 20 24 55 73 29 32 311
leaf_count=22 21 37 30 47 29 24 45 25 23 25 21 1965 20 23 29 22 27 21 22 30 21 24 24 20 24 55 73 29 32 311
internal_value=0 6.99326e-09 -9.12909e-08 -2.74591e-08 -9.20404e-08 1.77516e-07 -1.58533e-08 8.44983e-08 2.09624e-09 -1.63318e-07 5.73818e-09 2.32959e-09 -2.60167e-07 6.4311e-09 2.807e-09 6.83121e-09 1.15121e-09 -4.89064e-07 1.00981e-08 4.38269e-09 8.32219e-10 1.92129e-08 -6.12378e-08 -3.67957e-08 3.75305e-07 -7.13996e-08 -1.13663e-07 -1.69643e-07 -1.28966e-07 -1.76346e-07
internal_weight=0 2899 222 192 146 46 117 72 2878 62 2816 2795 43 2752 2729 2700 2678 48 2630 2608 2578 1989 589 568 44 524 469 396 367 343
internal_count=3121 2899 222 192 146 46 117 72 2878 62 2816 2795 43 2752 2729 2700 2678 48 2630 2608 2578 1989 589 568 44 524 469 396 367 343
is_linear=0
shrinkage=0.1


Tree=8930
num_leaves=31
num_cat=0
split_feature=12 42 142 11 34 13 34 133 9 4 10 0 2 147 147 147 447 13 13 52 403 3 3 3 15 132 399 1211 50 4
split_gain=1.75701e-10 3.28363e-10 1.65096e-10 3.08625e-10 3.2401e-10 6.25482e-10 3.59335e-10 1.24175e-09 6.23541e-10 1.02572e-09 7.61051e-10 1.51654e-09 5.21716e-10 2.58327e-10 3.10729e-10 2.87408e-10 2.93799e-10 2.23397e-10 9.02559e-10 1.6982e-09 5.31567e-10 6.97852e-10 1.62562e-09 1.10789e-09 1.77589e-09 8.09386e-10 6.19989e-09 5.17003e-09 8.20217e-10 1.09956e-09
threshold=0.23631000000000002 0.18223500000000001 -0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.086990000000000012 0.091600000000000015 0.50194500000000009 -0.0093599999999999985 -0.086554999999999979 -0.055814999999999997 0.099730000000000027 0.093875000000000014 0.090425000000000019 0.089095000000000021 -0.048784999999999995 -0.063184999999999977 0.070205000000000017 -0.5335399999999999 -0.080104999999999996 -0.080934999999999993 -0.072894999999999988 0.089595000000000022 -0.083284999999999984 0.09141500000000001 0.11048500000000001 0.090295000000000014 -0.082349999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -6 10 -10 11 -8 -12 14 15 16 17 18 -14 -20 -19 22 25 24 -23 26 -22 28 -27 -30
right_child=-2 -3 3 4 6 -7 8 -9 9 -11 12 -13 13 -15 -16 -17 -18 20 19 -21 21 23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=2.6059561921698563e-07 -2.7538278270294147e-07 3.9611721459344889e-07 -3.7590506649239204e-07 1.4074124524396128e-07 8.5563799110505429e-07 -5.7756920813079448e-07 1.065731274394466e-06 -1.5406310075346044e-07 -8.9885403369294188e-07 1.1392337391669116e-07 -4.6592602937304648e-07 -6.6174574883383497e-08 -3.2163034641749582e-09 3.1012804508160722e-07 -3.5164843973234384e-07 3.8020119575321592e-07 -3.728642842101441e-07 4.2329999082406126e-07 -3.6929073950997202e-08 -9.4432532819155309e-07 -1.3132621675407898e-07 7.7906781883343315e-08 -9.2907620171445163e-07 5.8022983696727342e-08 1.1824094135211758e-06 -4.9963349231362203e-08 1.8255440230063871e-06 -1.6403740860937435e-06 8.9915905334692078e-07 5.3346525377532198e-08
leaf_weight=24 23 21 22 22 21 27 20 29 20 20 24 29 1358 27 25 20 21 34 66 30 85 37 20 445 24 514 20 20 22 51
leaf_count=24 23 21 22 22 21 27 20 29 20 20 24 29 1358 27 25 20 21 34 66 30 85 37 20 445 24 514 20 20 22 51
internal_value=0 2.03174e-09 -6.57823e-10 -2.71157e-09 -2.80635e-12 -2.55062e-07 4.18831e-09 2.70011e-07 -3.4482e-10 -3.92465e-07 5.0787e-09 3.95828e-07 -1.65598e-09 2.29665e-09 -6.80227e-10 2.49079e-09 -2.59195e-10 2.6112e-09 -2.41642e-08 -3.2049e-07 3.32177e-08 2.25047e-08 -3.99178e-08 1.12808e-07 5.12465e-07 -1.49415e-08 2.41411e-07 -5.92858e-08 -5.41566e-09 3.08249e-07
internal_weight=0 3098 3077 3053 3031 49 2982 50 2932 40 2892 49 2843 2819 2792 2767 2747 2726 1454 96 1272 1238 732 506 61 712 105 607 587 73
internal_count=3121 3098 3077 3053 3031 49 2982 50 2932 40 2892 49 2843 2819 2792 2767 2747 2726 1454 96 1272 1238 732 506 61 712 105 607 587 73
is_linear=0
shrinkage=0.1


Tree=8931
num_leaves=31
num_cat=0
split_feature=132 399 1203 16 49 4 1 13 52 13 1 1 1 484 40 43 45 376 39 9 10 13 1184 14 16 3 156 159 2 1
split_gain=2.26302e-10 8.12259e-10 7.67144e-10 2.02887e-10 3.17618e-10 3.22064e-10 4.1367e-10 2.47937e-10 2.69998e-10 3.35593e-10 1.93138e-10 5.73756e-10 5.42808e-10 5.42705e-10 1.51841e-09 7.16039e-10 4.55389e-10 4.46238e-10 5.12248e-10 1.3673e-09 9.01434e-10 3.88124e-10 3.22988e-10 4.00131e-10 1.73131e-09 3.29711e-10 7.59684e-10 7.15591e-10 1.14238e-09 2.17843e-09
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 -0.097644999999999996 0.098895000000000025 0.010840000000000001 0.085475000000000009 -0.015039999999999998 0.090645000000000017 -0.0087749999999999981 0.13534000000000004 0.13332000000000002 0.13756000000000004 0.090535000000000018 -0.07632499999999999 -0.063379999999999978 0.094030000000000016 0.092115000000000016 -1.0000000180025095e-35 0.092235000000000011 0.0036750000000000007 -0.15714499999999998 0.088760000000000019 -1.0000000180025095e-35 -0.018494999999999998 0.11658 0.3248100000000001 0.083335000000000006 0.10644500000000001 0.11061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 5 6 7 -5 9 -9 11 16 -12 14 -14 -16 17 18 -2 20 22 -17 23 24 -20 26 -25 28 -27 -30
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 12 -13 13 -15 15 21 -18 -19 19 -21 -22 -23 -24 25 -26 27 -28 -29 29 -31
leaf_value=2.00767230467136e-07 3.9654605576716306e-07 4.6663375557505565e-07 -6.8872290000854267e-07 -3.1942788014237611e-07 -4.5554364305644415e-07 3.3174415859450948e-07 -5.0831511344995306e-07 2.763025504877574e-07 3.7526382952602859e-07 -2.0783993633352933e-07 -4.5255200005454655e-07 4.8477522329903885e-07 7.2329575903243701e-07 -4.0862108868619118e-07 -6.4816062028683064e-07 -1.7349925189755131e-07 -4.4961613486872348e-07 -4.518925385761057e-07 -3.0274228871955228e-07 -7.4542801939969652e-07 5.2436706609756472e-07 3.0956885552768656e-07 -3.9425996774866693e-07 9.8066369119061741e-10 8.1001413993111909e-07 -2.7380907419643813e-07 -5.8942337711249086e-07 -3.0150890684884269e-07 1.3408699235707321e-06 7.0987102316978825e-08
leaf_weight=30 34 38 20 21 20 21 20 22 21 41 35 25 28 28 20 39 22 21 27 24 34 29 20 2326 29 23 22 24 22 35
leaf_count=30 34 38 20 21 20 21 20 22 21 41 35 25 28 28 20 39 22 21 27 24 34 29 20 2326 29 23 22 24 22 35
internal_value=0 7.33393e-09 -9.87603e-08 -3.856e-08 -8.18119e-08 -3.06158e-08 -9.14922e-08 -1.20974e-08 6.47352e-08 -3.87743e-08 1.24624e-09 7.94405e-09 -9.9333e-08 -1.34812e-08 8.18974e-08 -1.22184e-07 3.4676e-09 7.24187e-09 1.0922e-08 5.85188e-09 1.28896e-08 3.25151e-08 6.01058e-09 9.20253e-09 2.73507e-07 3.16622e-09 -4.55123e-09 1.77403e-07 3.21076e-07 5.61117e-07
internal_weight=0 2905 216 196 166 146 125 105 84 63 2867 2688 179 144 116 88 2663 2641 2620 2586 2562 68 2528 2508 56 2452 2348 104 80 57
internal_count=3121 2905 216 196 166 146 125 105 84 63 2867 2688 179 144 116 88 2663 2641 2620 2586 2562 68 2528 2508 56 2452 2348 104 80 57
is_linear=0
shrinkage=0.1


Tree=8932
num_leaves=31
num_cat=0
split_feature=9 12 9 41 41 3 104 34 2 45 398 12 132 1 1185 1203 132 12 3 133 1200 1203 2 2 2 2 12 482 50 483
split_gain=1.90428e-10 3.77983e-10 3.69475e-10 2.51085e-10 5.99214e-10 5.17713e-10 2.16445e-10 3.37464e-10 2.68039e-10 2.58895e-10 2.1556e-10 4.48282e-10 3.83932e-10 4.62922e-09 3.24349e-09 1.34205e-09 2.66258e-10 2.6365e-10 4.1417e-10 3.24283e-10 2.12855e-10 3.08772e-10 2.15853e-10 1.75042e-09 9.74681e-10 8.65445e-10 2.71257e-09 1.06443e-09 1.86219e-09 5.96136e-10
threshold=0.092410000000000006 -0.010834999999999999 0.088235000000000022 0.086565000000000017 0.090905000000000014 -0.098469999999999988 0.088500000000000009 -0.086809999999999984 -0.055814999999999997 0.094030000000000016 0.087820000000000023 0.09474500000000001 -0.083284999999999984 0.089475000000000013 -1.0000000180025095e-35 0.085960000000000023 -0.050879999999999988 0.10911500000000002 -0.084964999999999985 -0.085499999999999979 0.091775000000000009 0.085395000000000013 0.11682500000000001 0.11510000000000002 0.11747 0.113445 0.092755000000000018 -0.44221499999999997 -0.47060499999999994 0.10143000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 7 -1 -9 10 12 -12 13 15 -14 17 -16 18 19 -10 21 22 23 25 -24 27 -27 -18 -29 -26
right_child=1 -3 -4 4 5 -7 -8 8 9 -11 11 -13 14 -15 16 -17 20 -19 -20 -21 -22 -23 24 -25 29 26 -28 28 -30 -31
leaf_value=3.6307139544078384e-07 4.9292183836482566e-07 -4.5905567181610725e-08 -3.9408098283881075e-07 6.4726878918008884e-07 3.3793210051887476e-07 -2.1462380022267799e-07 -3.1073157938111685e-07 -3.2554896854173005e-07 -1.8201318482624632e-07 -2.7334124890135821e-07 -4.2205655802263215e-07 1.0960164645282555e-07 -1.2421831841146787e-06 1.2264460574229476e-06 3.6022982066069314e-07 -8.1555143750570683e-07 -6.9647121847538074e-07 3.0750821742650753e-07 -4.0105309248398653e-07 3.6320223841812552e-07 -3.1436287437307853e-07 2.742215585948586e-07 -6.87429952487643e-07 8.4439211150311162e-07 8.5500984277805023e-09 -1.1529154412196856e-06 4.2395520722493529e-07 9.7935224633971536e-07 9.7770416823753294e-09 -5.5531099746986006e-07
leaf_weight=25 23 30 24 20 30 39 23 26 20 35 35 29 21 32 21 23 21 26 24 24 21 42 24 25 300 24 20 20 2074 20
leaf_count=25 23 30 24 20 30 39 23 26 20 35 35 29 21 32 21 23 21 26 24 24 21 42 24 25 300 24 20 20 2074 20
internal_value=0 1.87925e-07 -3.25677e-09 -1.75373e-10 1.65315e-07 2.56179e-08 -5.15968e-09 -2.76263e-09 -5.90877e-09 -3.02413e-09 3.00216e-10 -1.81149e-07 4.47446e-09 1.60638e-07 -4.36277e-09 -1.30865e-07 5.58908e-09 3.66652e-08 -6.68924e-08 1.15377e-07 2.71472e-09 5.30563e-09 8.3788e-10 1.24348e-08 -7.27893e-08 2.80124e-09 -4.36156e-07 1.19332e-08 1.90375e-08 -2.66912e-08
internal_weight=0 53 3068 3044 89 69 2955 2932 2907 2881 2846 64 2782 149 2633 117 2612 94 68 44 2591 2570 2528 2184 344 2159 44 2115 2094 320
internal_count=3121 53 3068 3044 89 69 2955 2932 2907 2881 2846 64 2782 149 2633 117 2612 94 68 44 2591 2570 2528 2184 344 2159 44 2115 2094 320
is_linear=0
shrinkage=0.1


Tree=8933
num_leaves=31
num_cat=0
split_feature=132 1185 15 1 1 0 1203 13 133 0 9 12 9 41 15 40 120 104 10 52 34 45 41 41 13 4 0 151 151 4
split_gain=2.15711e-10 1.02036e-09 5.43757e-10 2.6788e-10 4.16672e-10 2.59457e-10 3.20493e-10 2.85875e-10 2.82673e-10 8.79153e-10 1.8093e-10 3.15616e-10 3.02624e-10 2.87445e-10 5.79397e-10 1.92125e-10 4.57976e-10 2.40804e-10 2.8735e-10 6.72159e-10 3.62175e-10 2.36358e-10 2.2497e-10 3.31305e-10 2.57296e-10 7.92755e-10 7.57599e-10 6.37387e-10 8.4601e-10 6.13238e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.089625000000000024 0.11507500000000002 -0.09515499999999999 0.084545000000000009 -0.0079349999999999993 -0.015929999999999996 -0.082724999999999979 0.092410000000000006 -0.010834999999999999 0.088235000000000022 0.086565000000000017 -0.059484999999999989 -0.24290999999999999 0.091385000000000008 0.088500000000000009 -0.086389999999999981 -1.0000000180025095e-35 -0.086809999999999984 0.094030000000000016 0.07882500000000002 0.076195000000000013 -0.048784999999999995 -0.42529999999999996 -0.010949999999999998 0.057610000000000008 0.099460000000000007 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 8 -8 9 -7 12 -12 13 15 -15 -3 17 18 19 -17 -20 22 23 24 25 -22 29 -26 -29 -27
right_child=1 10 -4 4 -6 6 7 -9 -10 -11 11 -13 -14 14 -16 16 -18 -19 20 -21 21 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=2.9801585971403382e-07 7.0180846727279936e-07 -3.1179791278646011e-07 -4.9092427445884823e-07 -5.5667094717260961e-07 7.3988987026041294e-08 -8.1207753027001668e-07 4.6181704675518633e-07 -6.0562927666813424e-08 8.1696416078014612e-08 5.6000598190410397e-08 4.857845248475355e-07 -2.7063831201498291e-08 -3.5467286683873076e-07 -3.3993726771378094e-08 5.7543893752573739e-07 1.0941116978339476e-07 4.7604357007458024e-07 -3.3374359424762837e-07 4.0677828937160403e-07 -6.6527692107835419e-07 -6.0867030557771973e-07 -2.6659694848755556e-07 -2.5279252109639321e-07 3.9253335082569472e-07 5.3580231794653791e-08 -4.5824718064579884e-07 5.9429306219271905e-07 -7.4002493069732127e-07 7.5966107294368193e-08 -1.5103803002521677e-08
leaf_weight=29 21 20 30 22 20 20 20 22 31 28 21 28 24 39 26 24 20 22 22 21 23 33 34 22 1102 32 20 24 27 1294
leaf_count=29 21 20 30 22 20 20 20 22 31 28 21 28 24 39 26 24 20 22 22 21 23 33 34 22 1102 32 20 24 27 1294
internal_value=0 7.28151e-09 -9.49966e-08 -3.31329e-08 -2.56357e-07 2.93698e-08 -3.50164e-08 1.88189e-07 -1.53683e-07 -3.05699e-07 2.21373e-09 1.92728e-07 -1.08609e-09 1.93925e-09 2.09779e-07 -2.99127e-09 -7.20628e-10 -4.25221e-09 -1.54541e-09 -2.5211e-07 2.73693e-09 -6.67482e-10 2.73658e-09 6.15167e-09 2.78117e-09 -2.65316e-08 -1.65842e-08 3.75853e-08 -3.0803e-07 -2.57981e-08
internal_weight=0 2899 222 192 42 150 121 42 79 48 2878 49 2829 2805 65 2740 2720 2700 2678 45 2633 2611 2578 2544 2522 1369 1346 1153 51 1326
internal_count=3121 2899 222 192 42 150 121 42 79 48 2878 49 2829 2805 65 2740 2720 2700 2678 45 2633 2611 2578 2544 2522 1369 1346 1153 51 1326
is_linear=0
shrinkage=0.1


Tree=8934
num_leaves=31
num_cat=0
split_feature=46 47 0 16 0 47 120 33 148 16 1 13 130 16 3 41 9 159 128 14 150 402 132 12 11 12 12 13 4 0
split_gain=1.96815e-10 2.18645e-10 1.74228e-09 6.63462e-09 2.43884e-09 1.5986e-09 2.76383e-10 5.02943e-10 3.47371e-10 3.22996e-10 8.06989e-10 2.7543e-10 1.8169e-09 1.26686e-09 3.01456e-10 6.37063e-10 7.85698e-10 5.35321e-10 1.08881e-09 9.69034e-10 1.0521e-09 6.75801e-10 8.09164e-10 6.56212e-10 1.19452e-09 9.87068e-10 9.04433e-10 1.26596e-09 1.1675e-09 4.96731e-10
threshold=0.096120000000000011 0.092710000000000015 -0.10224499999999999 -0.12029499999999999 -0.09595999999999999 0.09055500000000001 0.09852000000000001 -0.012019999999999998 -0.10069499999999999 -0.54656499999999986 0.10439500000000002 0.24813000000000004 -0.22562499999999999 -0.10850999999999998 -0.096099999999999977 0.08690500000000001 0.086220000000000005 0.091235000000000024 0.082695000000000005 0.080160000000000023 0.084680000000000019 0.081585000000000019 0.081465000000000024 0.086345000000000019 0.077695000000000014 0.092200000000000018 0.098330000000000015 0.086705000000000018 -0.50052499999999989 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 7 -1 -9 10 -10 12 -11 -13 17 16 29 18 19 20 21 22 23 24 -14 -25 28 -28 -27 -16
right_child=-2 2 4 -5 -6 -7 -8 8 9 11 -12 13 14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=4.5808206247481093e-07 2.3580482296178421e-07 3.3601051724520316e-08 1.0873724666756365e-06 -2.0610135112519858e-06 -4.4656676242804565e-08 8.7534817943097086e-07 -3.6185486600342778e-07 3.5518367709044102e-07 6.2412956915088276e-08 9.5507989072984856e-07 -7.1486597076645104e-07 -8.7347558391570607e-07 2.3595077756172465e-07 3.5026571423762132e-08 -9.1736350621612245e-09 -4.3892821752576449e-07 5.0815298199471862e-07 -1.8553581812329123e-07 8.1666064927917023e-07 -5.3577070580647908e-07 8.199239090006791e-07 -3.8950492530097512e-07 6.1307643887729572e-07 7.4687001863082978e-07 -8.4390046396265471e-07 1.7479582226087587e-07 -3.4821555630060178e-07 6.3470382080391868e-07 -8.4618818348081694e-07 -3.6496127137297668e-07
leaf_weight=24 35 62 21 20 203 21 21 27 34 20 22 20 21 66 2068 35 29 61 22 23 21 27 31 24 20 24 20 38 21 40
leaf_count=24 35 62 21 20 203 21 21 27 34 20 22 20 21 66 2068 35 29 61 22 23 21 27 31 24 20 24 20 38 21 40
internal_value=0 -2.67086e-09 -8.29003e-08 -4.77281e-07 6.14711e-08 6.16015e-09 -4.55633e-10 2.31624e-09 -1.71412e-09 -5.30036e-09 -2.42947e-07 -2.42135e-10 5.70558e-09 -1.76253e-07 -1.81422e-09 -1.57438e-08 -8.81286e-09 8.38943e-08 1.40179e-07 8.50586e-08 1.42869e-07 7.99564e-08 1.43652e-07 5.70323e-08 -2.90806e-07 1.69326e-07 3.47532e-08 2.95766e-07 -3.01663e-07 -1.59248e-08
internal_weight=0 3086 306 82 224 2780 2759 2738 2714 2687 56 2631 2545 86 2525 2172 2137 353 292 270 247 226 199 168 41 127 103 58 45 2108
internal_count=3121 3086 306 82 224 2780 2759 2738 2714 2687 56 2631 2545 86 2525 2172 2137 353 292 270 247 226 199 168 41 127 103 58 45 2108
is_linear=0
shrinkage=0.1


Tree=8935
num_leaves=31
num_cat=0
split_feature=130 12 142 11 34 13 34 133 9 4 2 16 147 148 150 160 147 147 48 4 0 4 13 13 16 12 3 12 13 12
split_gain=2.19564e-10 3.37611e-10 1.91836e-10 2.16752e-10 3.35724e-10 5.69685e-10 3.33038e-10 1.07012e-09 6.40031e-10 8.73551e-10 6.319e-10 1.59079e-09 2.56674e-10 2.82201e-10 2.16678e-10 1.29334e-09 9.39562e-10 3.97601e-10 3.4695e-10 2.10424e-10 4.35581e-10 3.99736e-10 3.37349e-10 9.43818e-10 7.21617e-10 3.38388e-10 1.53693e-09 1.2138e-09 9.91459e-10 6.00239e-10
threshold=-0.23647499999999996 0.23631000000000002 -0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.086990000000000012 0.091600000000000015 0.50194500000000009 -1.0000000180025095e-35 -0.056919999999999991 0.099730000000000027 1.0000000180025095e-35 0.12640500000000002 -0.073679999999999982 0.092070000000000013 0.088145000000000015 -0.0046349999999999994 0.50996500000000011 -0.073309999999999986 0.50500500000000004 -0.41572999999999993 -0.17933499999999997 -0.087484999999999993 0.096990000000000007 -0.045649999999999989 0.096525000000000014 -0.080519999999999994 0.095565000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -6 10 -10 11 -8 13 14 16 -16 17 18 -12 21 -21 22 24 -24 -20 27 28 29 -27 -25
right_child=1 -3 3 4 6 -7 8 -9 9 -11 12 -13 -14 -15 15 -17 -18 -19 19 20 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-3.3026679034264818e-07 2.8096240119642368e-07 3.924811097859178e-07 -3.1562038994469404e-07 1.1750729165462624e-07 8.0323003024724529e-07 -5.6801588778364898e-07 -1.9056048792265303e-07 -1.3410179349193642e-07 -8.6528984816425241e-07 6.934940259384348e-08 3.0195902684002513e-07 9.8668708997965129e-07 2.9484045402851141e-07 -3.0925617371243183e-07 2.8866832403414619e-07 -7.1869168084504061e-07 6.2583504245594668e-07 -3.2380828243779104e-07 6.4445366983534315e-07 5.7952325605015176e-08 -4.2510762097793175e-07 3.8519955474872292e-07 -5.0201027451036776e-07 1.9249905800778758e-08 -4.3788382406080185e-08 -5.7124187398116537e-07 -8.9367834241536252e-07 6.4907183836263966e-07 7.8815953919127089e-09 -2.6738817528313888e-07
leaf_weight=20 24 22 22 22 21 27 24 29 20 20 38 22 29 30 26 25 24 38 25 40 35 27 38 1886 39 32 22 30 388 76
leaf_count=20 24 22 22 22 21 27 24 29 20 20 38 22 29 30 26 25 24 38 25 40 35 27 38 1886 39 32 22 30 388 76
internal_value=0 2.13393e-09 -6.55165e-10 -2.86755e-09 -5.98979e-10 -2.6023e-07 3.6644e-09 2.59578e-07 -6.96766e-10 -3.9797e-07 4.79423e-09 3.72471e-07 -1.14437e-09 -4.18927e-09 -9.07801e-10 -2.05136e-07 2.8963e-09 -2.61237e-09 1.9487e-09 -2.3729e-09 -1.67476e-07 2.45843e-09 -1.61649e-09 -7.48504e-09 2.25056e-07 2.35568e-10 -7.89199e-08 1.77992e-08 -3.62421e-08 8.1467e-09
internal_weight=0 3101 3079 3055 3033 49 2984 50 2934 40 2894 46 2848 2819 2789 51 2738 2714 2676 2638 75 2563 2536 2472 64 2434 442 1992 420 1962
internal_count=3121 3101 3079 3055 3033 49 2984 50 2934 40 2894 46 2848 2819 2789 51 2738 2714 2676 2638 75 2563 2536 2472 64 2434 442 1992 420 1962
is_linear=0
shrinkage=0.1


Tree=8936
num_leaves=31
num_cat=0
split_feature=12 15 159 142 15 3 474 474 1 9 1 1 4 43 1 1 1 1 3 1 1 0 1447 39 480 3 160 12 12 132
split_gain=1.95406e-10 2.12302e-10 5.39338e-10 2.82933e-10 1.90031e-10 2.61233e-10 5.38534e-10 9.86531e-10 4.76519e-10 8.98671e-10 5.06993e-10 1.14388e-09 1.81778e-09 2.19585e-09 9.04142e-10 9.0316e-10 9.39754e-10 4.79743e-09 4.84272e-09 3.97999e-09 2.22121e-09 2.45619e-09 1.67845e-09 7.88021e-10 7.79206e-10 1.55294e-09 7.0525e-10 1.42073e-09 7.13537e-10 5.68294e-10
threshold=0.23631000000000002 -0.5556049999999999 0.10569000000000002 -0.057499999999999989 -0.52744999999999986 0.0051600000000000005 0.091650000000000009 0.088010000000000019 0.13820500000000002 -0.087089999999999987 0.10254500000000001 0.10708500000000001 -0.49405499999999997 -1.0000000180025095e-35 0.10752500000000002 0.096255000000000021 0.092845000000000025 0.09202500000000001 -0.0037349999999999996 0.093400000000000025 0.094090000000000021 -0.077084999999999987 0.059120000000000013 0.085220000000000004 0.10344000000000002 -0.075634999999999994 -0.0094199999999999978 0.094580000000000011 1.0000000180025095e-35 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 8 7 -7 9 -6 15 12 -12 23 -13 16 17 18 22 -18 -21 -22 24 -14 29 -26 -17 28 -28 -11
right_child=-2 3 -4 4 5 6 -8 -9 -10 10 11 14 13 -15 -16 26 19 -19 -20 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-9.9357303895430962e-08 -2.9040386627220082e-07 3.4842177372055358e-07 6.0377334989425444e-07 -2.8391245621151029e-07 6.2810239814904316e-07 6.6270437063666524e-08 -3.2392213162868448e-07 7.8693959054021429e-07 -3.6972927334988059e-07 1.7535300643475746e-07 2.6564643768004452e-07 5.9537906545094967e-07 1.4067107937488678e-07 -1.4713939869182015e-06 -7.3414348829131028e-08 7.8400695478510749e-07 -1.5703302555891696e-06 1.2820292779687062e-06 -1.5617782479182553e-06 8.9005085964713328e-07 -1.1709107675577408e-06 1.9707446775945367e-07 6.9874997617556378e-07 -7.2662491049868546e-07 9.4778119280794398e-08 -1.0055330100701964e-06 1.437278893945404e-07 -2.9366182566740145e-07 9.8843881161769793e-07 -1.716917787163936e-08
leaf_weight=24 23 23 20 24 22 378 32 20 37 169 27 22 22 24 249 23 20 29 20 21 21 35 34 20 29 23 20 37 20 1653
leaf_count=24 23 23 20 24 22 378 32 20 37 169 27 22 22 24 249 23 20 29 20 21 21 35 34 20 29 23 20 37 20 1653
internal_value=0 2.15331e-09 2.20248e-07 -9.88848e-10 -3.64027e-09 -1.40331e-09 7.07523e-08 1.02485e-07 -1.34432e-08 -8.25326e-09 -1.38132e-08 -1.22969e-07 -4.25578e-07 -7.08351e-07 -1.91212e-08 4.6328e-09 -9.6548e-09 5.40424e-09 -1.37981e-08 -3.13475e-07 1.29811e-08 -3.1592e-07 2.4281e-09 -2.72327e-07 -1.02053e-08 -3.91898e-07 2.981e-07 1.52959e-07 5.66083e-07 6.88259e-10
internal_weight=0 3098 44 3054 3031 3007 430 398 2577 2540 2518 364 93 66 271 2154 2054 1957 1928 97 77 56 1908 42 1874 52 100 77 40 1822
internal_count=3121 3098 44 3054 3031 3007 430 398 2577 2540 2518 364 93 66 271 2154 2054 1957 1928 97 77 56 1908 42 1874 52 100 77 40 1822
is_linear=0
shrinkage=0.1


Tree=8937
num_leaves=31
num_cat=0
split_feature=130 12 11 33 9 4 2 45 1429 156 11 474 16 0 0 52 97 2 2 1 15 39 39 39 42 124 39 3 473 50
split_gain=1.74558e-10 3.20575e-10 1.74746e-10 3.42852e-10 2.63168e-10 4.034e-10 2.82436e-10 2.18831e-10 3.35583e-10 5.24823e-10 2.64135e-10 5.06366e-10 2.49767e-10 2.1905e-10 8.1369e-10 7.83154e-10 3.18252e-10 7.84159e-10 2.80009e-10 7.76894e-10 2.72298e-10 2.45082e-10 7.80052e-10 6.11126e-10 3.43241e-10 6.06363e-10 3.97295e-10 7.3883e-10 2.42041e-10 2.41667e-10
threshold=-0.23647499999999996 0.23631000000000002 -0.011194999999999998 -0.009184999999999997 0.089995000000000006 0.41816000000000003 -0.045829999999999989 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.097680000000000017 0.11787500000000002 -0.074319999999999983 0.11070500000000001 0.062580000000000011 0.095415000000000014 -0.084639999999999979 -0.0050599999999999994 0.10467500000000002 0.103565 -0.56020999999999987 0.087470000000000006 0.085220000000000004 0.089940000000000006 0.11603500000000001 0.05852000000000001 0.10713500000000002 -0.0087149999999999988 0.076475000000000001 -0.16990499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5 8 -8 10 11 13 -9 14 16 18 -10 -18 -15 -20 -19 22 28 -23 25 26 27 -25 29 -22
right_child=1 -3 3 4 5 -7 7 12 9 -11 -12 -13 -14 15 -16 -17 17 20 19 -21 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.9447923424186232e-07 2.5246968075660137e-07 3.8227342713526014e-07 -3.578220868247526e-07 -2.7120276615441513e-07 5.7525655535073387e-07 9.2641413129048479e-09 -4.1192324772509893e-07 -1.1902690496991335e-08 -4.0248093270633943e-07 5.0959807595063467e-07 -2.815133135126256e-07 5.002702417300498e-07 4.59398452790083e-07 2.0786282496893754e-07 -6.0242519428198729e-07 6.6751480522436229e-07 5.2432692894756523e-07 -3.7527090427147416e-07 -5.2790708917445252e-07 3.0109992508187135e-07 -1.7470467250202404e-07 5.805419291959879e-07 -5.6840310419659091e-07 2.8955950291184801e-07 3.6678626236152924e-07 -4.4520936819074974e-07 3.7588869080566166e-07 -4.7986299233452694e-07 -3.2978388391128371e-07 2.0810045565124756e-09
leaf_weight=20 27 22 27 39 20 34 20 23 20 20 34 20 22 35 23 22 28 20 26 20 80 24 25 26 25 28 31 24 23 2313
leaf_count=20 27 22 27 39 20 34 20 23 20 20 34 20 22 35 23 22 28 20 26 20 80 24 25 26 25 28 31 24 23 2313
internal_value=0 1.90245e-09 -8.15367e-10 -3.05609e-09 1.10414e-10 2.18891e-07 -3.86608e-09 -3.10096e-10 -3.72089e-09 -8.73297e-10 -4.45933e-09 -1.11065e-09 2.18511e-07 -4.70091e-09 -1.01809e-08 1.38417e-07 -5.07342e-09 -2.07072e-09 -5.28873e-09 -1.67469e-07 -7.69849e-09 -4.86992e-09 -1.26826e-08 1.1583e-07 3.25984e-08 -4.40503e-08 9.4622e-08 -7.97633e-08 -6.93214e-09 -3.82909e-09
internal_weight=0 3101 3079 3052 3025 54 2971 2932 2887 2867 2847 2813 45 2793 2690 103 2667 2647 81 46 2619 2599 2441 158 134 109 81 50 2416 2393
internal_count=3121 3101 3079 3052 3025 54 2971 2932 2887 2867 2847 2813 45 2793 2690 103 2667 2647 81 46 2619 2599 2441 158 134 109 81 50 2416 2393
is_linear=0
shrinkage=0.1


Tree=8938
num_leaves=31
num_cat=0
split_feature=12 130 147 142 45 2 1429 156 1429 3 11 33 9 9 156 96 9 15 156 156 3 1429 474 151 2 2 1374 0 150 48
split_gain=2.0391e-10 2.50898e-10 1.99501e-10 4.46111e-10 2.27376e-10 1.17666e-09 3.97858e-10 6.12857e-10 3.6532e-10 2.44644e-10 4.59282e-10 2.79789e-10 2.95991e-10 3.12662e-10 2.25233e-10 2.20343e-10 3.50431e-10 2.79162e-09 2.32127e-10 5.32454e-10 1.13732e-09 7.47909e-10 1.27498e-09 3.90457e-10 1.18676e-09 1.39866e-09 4.21732e-10 4.17836e-10 1.43156e-09 1.16071e-09
threshold=0.23631000000000002 -0.22562499999999999 0.11204500000000002 -0.057499999999999989 0.083445000000000005 0.11389000000000002 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 0.63141500000000017 -0.011194999999999998 -0.009184999999999997 0.089995000000000006 0.10141500000000002 0.12734000000000004 0.087655000000000025 -1.0000000180025095e-35 -0.10203999999999998 0.10068000000000001 0.092385000000000009 -0.080734999999999987 -0.012159999999999999 -0.082254999999999981 0.056735000000000001 0.09142500000000002 0.11067500000000001 -0.096434999999999979 -0.23001499999999997 0.090480000000000019 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 8 -8 10 -10 -12 14 -14 15 16 17 -13 19 21 -21 22 -18 26 -25 -26 -23 28 29 -28
right_child=-2 2 -4 4 5 -7 7 -9 9 -11 11 12 13 -15 -16 -17 18 -19 -20 20 -22 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=3.1772153772635651e-07 -2.9664845096308656e-07 4.7244051327055563e-07 -3.1516290789568306e-07 4.3569227633118618e-07 -7.9622065527473753e-07 2.328548111449891e-07 3.9961523645328984e-07 -5.5280223477893741e-07 4.4700186978359301e-07 -3.4903732668567502e-07 -3.2203985635230006e-07 1.1047032875860004e-06 5.5110884005671329e-07 -1.3559846917268087e-09 -2.4114417803899318e-07 -3.0083129291350968e-07 -1.1571885423222739e-07 -4.1281275562025882e-07 1.4976667131495051e-07 1.3388121136932056e-07 -8.8399461789988122e-07 -3.7711398379602914e-07 9.2619326490806913e-07 6.346775625414663e-07 -5.2810253547167205e-07 4.1532697129772109e-07 3.7962213896163966e-07 -1.878219022301689e-08 9.4313483600672043e-07 -6.1995120913273973e-07
leaf_weight=25 23 20 20 21 20 25 23 20 23 20 27 22 20 21 39 24 24 27 98 23 21 32 23 37 33 30 26 2313 20 21
leaf_count=25 23 20 20 21 20 25 23 20 23 20 27 22 20 21 39 24 24 27 98 23 21 32 23 37 33 30 26 2313 20 21
internal_value=0 2.20733e-09 -3.59494e-10 1.70276e-09 -1.40134e-09 -2.24512e-07 1.95876e-09 -1.11115e-09 2.63294e-09 -4.89699e-10 1.91077e-09 -1.64255e-09 1.38854e-09 2.68139e-07 -2.4994e-09 8.5574e-10 3.48865e-09 2.68521e-07 -1.31942e-09 -7.00764e-09 -3.51923e-07 -1.07709e-09 3.94153e-07 -8.47192e-09 1.85155e-07 -7.88504e-08 -1.64996e-08 -1.1651e-08 2.34536e-07 -6.69957e-08
internal_weight=0 3098 3073 3053 3033 45 2988 2967 2947 2924 2904 2881 2854 41 2813 2774 2750 49 2701 2603 44 2559 47 2512 100 63 2412 2380 67 47
internal_count=3121 3098 3073 3053 3033 45 2988 2967 2947 2924 2904 2881 2854 41 2813 2774 2750 49 2701 2603 44 2559 47 2512 100 63 2412 2380 67 47
is_linear=0
shrinkage=0.1


Tree=8939
num_leaves=31
num_cat=0
split_feature=447 1348 147 16 0 40 15 12 15 47 10 48 47 2 15 39 10 47 42 51 133 43 0 16 3 4 52 13 13 3
split_gain=1.98553e-10 2.32125e-10 3.01543e-10 8.99998e-10 2.27349e-10 1.96073e-10 1.90473e-10 1.13205e-09 8.85193e-10 7.52162e-10 3.76682e-09 3.43947e-09 2.66586e-09 6.83065e-10 7.35116e-10 6.45956e-10 5.00255e-10 4.46514e-10 4.15697e-10 4.23205e-10 4.18786e-10 5.01851e-10 3.13503e-10 3.88042e-10 3.06977e-10 3.36104e-10 4.95407e-10 2.97154e-10 1.31852e-09 2.60934e-09
threshold=0.10419500000000002 0.091105000000000005 0.093875000000000014 -0.5335399999999999 -0.26343999999999995 -0.24290999999999999 -0.10203999999999998 0.11472500000000001 -0.099734999999999976 0.094160000000000008 -0.014199999999999999 0.078735000000000013 0.086785000000000015 0.084145000000000011 -0.44764999999999994 0.089790000000000023 0.0036750000000000007 0.078875000000000015 0.10705500000000003 -0.095579999999999984 -0.093189999999999981 0.0047850000000000011 -0.15090499999999998 -0.020119999999999996 -0.085114999999999982 0.08184000000000001 -0.0027449999999999996 -0.087934999999999985 -0.090799999999999978 -0.082234999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 7 9 -8 10 -7 -11 13 14 15 -12 27 18 19 -15 -21 22 -22 -24 -13 26 -26 28 -10 -30
right_child=-2 -3 3 -5 5 6 8 -9 16 11 12 24 -14 17 -16 -17 -18 -19 -20 20 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=3.1031733792967013e-07 -3.1406989791094021e-07 3.4160486734435835e-07 -7.3985014334236139e-07 1.3302056261097647e-07 -2.9613122788677261e-07 -1.1808904783673893e-06 -6.2559282844671069e-07 7.7767211689119688e-07 -2.8650475825385724e-08 1.316589047917205e-06 2.5842263445733456e-07 -2.4822815400208732e-07 9.8090927263935378e-07 -4.8378796080328357e-07 -7.4591331237883203e-07 -4.872599038749502e-07 4.1795267386695354e-07 4.9520685792003864e-07 3.7063592083507471e-07 -3.6200022400913038e-07 -2.6362216512357659e-07 5.1923958689518006e-07 2.225846537064833e-07 -2.0633150150446923e-07 -3.5354842037557557e-08 -1.8596369055027633e-07 6.4515831354583498e-07 -2.238861697346886e-08 1.2100373648341444e-06 4.3989420234657838e-08
leaf_weight=24 20 20 21 27 22 27 23 21 293 24 26 36 28 20 25 21 28 20 27 27 35 21 66 31 23 24 20 2032 28 61
leaf_count=24 20 20 21 27 22 27 23 21 293 24 26 36 28 20 25 21 28 20 27 27 35 21 66 31 23 24 20 2032 28 61
internal_value=0 2.02607e-09 -1.7827e-10 -2.4886e-07 3.75735e-09 1.31221e-09 3.50295e-09 5.83777e-08 -8.11757e-09 2.82276e-08 -4.31732e-08 2.38494e-07 4.53523e-08 -3.67655e-08 -3.07796e-07 -7.47547e-08 -2.30188e-09 4.22393e-08 2.33027e-09 -4.7391e-08 1.09756e-09 6.51736e-08 -7.06413e-09 8.55084e-08 -1.2712e-08 1.13834e-07 2.81163e-07 -7.17641e-09 7.3743e-08 4.10836e-07
internal_weight=0 3101 3081 48 3033 3009 2987 522 2465 501 374 127 347 319 72 47 2442 247 227 200 180 153 132 97 103 67 43 2414 382 89
internal_count=3121 3101 3081 48 3033 3009 2987 522 2465 501 374 127 347 319 72 47 2442 247 227 200 180 153 132 97 103 67 43 2414 382 89
is_linear=0
shrinkage=0.1


Tree=8940
num_leaves=31
num_cat=0
split_feature=445 421 9 2 147 33 9 457 16 448 1348 447 448 43 130 120 96 9 4 376 43 1 1 1 42 0 132 0 1204 1447
split_gain=1.77931e-10 1.73602e-10 4.22029e-10 5.6578e-10 3.34016e-10 3.17786e-10 2.59052e-10 2.1887e-10 1.05951e-09 8.03123e-10 8.4536e-10 3.51404e-10 2.48777e-10 2.27696e-10 5.1097e-10 3.88448e-10 2.37084e-10 3.36309e-10 3.23669e-09 2.76983e-10 5.87663e-10 3.45507e-10 2.13702e-09 1.98853e-09 1.87845e-09 2.42409e-09 1.71991e-09 6.41178e-09 4.5335e-09 1.1605e-09
threshold=-0.048849999999999998 -1.0000000180025095e-35 0.092890000000000014 -0.18970999999999996 0.10361000000000002 -0.009184999999999997 0.086220000000000005 0.11612500000000002 -0.071854999999999988 0.053555000000000005 0.087500000000000008 0.088380000000000014 -0.083359999999999976 -0.53814999999999991 -0.22699999999999995 0.088020000000000015 0.087370000000000017 -0.013509999999999999 0.053180000000000012 0.087010000000000018 -0.050459999999999998 0.08801500000000001 0.085605000000000014 0.084885000000000002 0.085935000000000025 -0.086729999999999988 -0.083284999999999984 -0.082284999999999983 -1.0000000180025095e-35 0.059120000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 9 -9 10 11 12 -7 -14 -15 16 17 18 -16 21 -21 22 23 29 25 -24 27 -23 -28 -19
right_child=1 2 3 -5 -6 6 -8 8 -10 -11 -12 -13 13 14 15 -17 -18 19 -20 20 -22 26 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-2.8338300252657563e-07 -2.9165341615566835e-07 -3.3302166895867106e-07 -4.7185491715915552e-08 6.6999327737510781e-07 -3.8876878740914185e-07 2.8870807364948331e-07 3.641340982341035e-07 5.9644463993707526e-07 -2.5218765412457096e-07 -6.3235035213438101e-07 6.2104563405476006e-07 -3.5373927766662357e-07 2.6442830149964184e-07 -4.7323612168680563e-07 9.9914498966418938e-07 4.093106838354288e-07 -2.9286936578744516e-07 -7.0690098707970603e-09 -6.1517558586511658e-07 5.2267541587392271e-07 -1.5419112149016735e-07 -6.1497185257699334e-07 -2.1696687326766552e-08 -9.746693227238471e-07 -2.4434065799348238e-07 1.3657502089572787e-06 -1.58014140083651e-06 1.8589591775253213e-06 -5.6048260907684857e-08 6.1067408107500078e-07
leaf_weight=22 20 28 22 22 22 30 20 31 28 20 22 28 32 23 27 23 28 1600 23 29 23 22 20 21 22 34 20 20 808 31
leaf_count=22 20 28 22 22 22 30 20 31 28 20 22 28 32 23 27 23 28 1600 23 29 23 22 20 21 22 34 20 20 808 31
internal_value=0 2.0147e-09 3.92226e-09 3.11404e-07 -5.35466e-10 2.29929e-09 5.44468e-09 3.02519e-09 1.93704e-07 -8.46122e-10 3.53021e-09 -1.21328e-09 2.26723e-09 -7.95214e-10 -3.85475e-09 6.95583e-11 -3.38079e-09 -3.78685e-10 2.56558e-07 -5.22654e-09 2.23292e-07 -9.80043e-09 1.60755e-08 -7.77698e-09 5.34554e-07 8.51881e-07 -6.11954e-08 5.63091e-07 -9.28621e-08 4.67228e-09
internal_weight=0 3099 3079 44 3035 3013 2985 2965 59 2906 2886 2864 2836 2806 2774 2751 2728 2700 50 2650 52 2598 1728 1652 76 54 870 42 828 1631
internal_count=3121 3099 3079 44 3035 3013 2985 2965 59 2906 2886 2864 2836 2806 2774 2751 2728 2700 50 2650 52 2598 1728 1652 76 54 870 42 828 1631
is_linear=0
shrinkage=0.1


Tree=8941
num_leaves=31
num_cat=0
split_feature=132 399 1203 393 1 399 130 402 0 0 480 52 2 16 0 3 401 401 133 402 403 1210 403 1213 1212 42 42 0 1456 1456
split_gain=2.08937e-10 7.29199e-10 6.49652e-10 2.00432e-10 5.65998e-10 2.02201e-10 2.54088e-10 2.19301e-10 9.37621e-10 1.41129e-09 2.6318e-09 2.11393e-09 2.71293e-09 1.81458e-09 1.85674e-09 1.45236e-09 4.21931e-09 2.55267e-09 9.63165e-10 6.23945e-10 3.11902e-10 2.14244e-09 1.28891e-09 4.44309e-10 1.7649e-09 4.23071e-10 1.66589e-09 1.63618e-09 1.3935e-09 1.68934e-09
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.088255000000000014 0.088975000000000012 -0.065739999999999979 0.08610000000000001 0.084450000000000011 -0.10836499999999999 -0.087414999999999979 0.086995000000000017 -0.0092699999999999987 0.084305000000000005 -0.090054999999999982 -0.084044999999999995 -0.078724999999999976 0.10910000000000002 0.12053500000000002 -0.054584999999999995 0.020685000000000005 0.0033700000000000002 -0.12043 0.035175000000000005 -0.090764999999999985 -0.083344999999999989 0.090545000000000014 0.091295000000000015 -0.080434999999999993 -0.079429999999999987 -0.049894999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 -2 19 -9 11 13 -10 -13 -11 -15 16 18 -17 -16 20 21 -7 -22 -23 -25 -26 27 -27 -28 -30
right_child=1 -3 -4 4 -6 7 -8 8 9 10 -12 12 -14 14 15 17 -18 -19 -20 -21 22 23 -24 24 25 26 28 -29 29 -31
leaf_value=-3.9479768591725271e-08 4.3896044843449999e-07 4.4224682474242925e-07 -6.3778689366245097e-07 7.4825564181303582e-08 -5.6747948191756503e-07 -1.0431497287299863e-06 1.3988183662363823e-08 -4.0684751886439185e-07 -2.6719103101887262e-07 -6.1954278715314075e-07 -1.0034620755583963e-06 1.7108780246582517e-06 2.4887272923971676e-07 1.0976262373056354e-06 7.0907364257014456e-07 1.3446951090724145e-06 -1.397114144197076e-06 -1.3225237671576907e-07 -1.0642770348567866e-07 -4.5465072401938296e-07 8.4252286724635776e-07 -3.6225335808172964e-07 1.8752848388137099e-08 9.3713133992423552e-07 -3.275445619189895e-08 1.2688009178418725e-06 -6.4257954401606791e-07 1.9079543278621713e-08 9.5961111597375741e-07 2.1441262787282791e-08
leaf_weight=196 24 38 20 34 23 20 34 35 24 27 23 22 30 23 28 22 20 25 30 31 22 34 139 20 1609 22 30 20 20 476
leaf_count=196 24 38 20 34 23 20 34 35 24 27 23 22 30 23 28 22 20 25 30 31 22 34 139 20 1609 22 30 20 20 476
internal_value=0 7.06387e-09 -9.48786e-08 1.29583e-09 -1.8435e-07 5.06161e-09 1.89839e-07 1.16732e-09 8.05414e-08 1.42799e-07 2.19218e-09 5.09117e-07 8.67413e-07 1.34364e-07 2.71901e-07 1.19967e-07 -1.44629e-07 5.59085e-07 2.87263e-07 -8.87222e-09 -3.1429e-09 -1.276e-08 1.31318e-07 -3.523e-09 2.02858e-09 -6.56216e-09 6.7634e-08 6.73696e-07 1.92412e-08 5.92707e-08
internal_weight=0 2905 216 2867 57 2810 58 2752 309 274 198 76 52 175 148 125 78 47 58 2443 2412 2251 161 2231 2197 2177 568 42 526 496
internal_count=3121 2905 216 2867 57 2810 58 2752 309 274 198 76 52 175 148 125 78 47 58 2443 2412 2251 161 2231 2197 2177 568 42 526 496
is_linear=0
shrinkage=0.1


Tree=8942
num_leaves=31
num_cat=0
split_feature=1209 1208 403 1203 42 133 12 12 43 42 403 394 12 1201 1 403 52 403 403 403 1210 1186 132 1203 2 3 4 43 1212 132
split_gain=2.33262e-10 2.0775e-10 2.39108e-10 9.04498e-10 7.93147e-10 2.367e-09 1.31183e-09 3.82063e-09 1.28001e-09 2.01421e-09 1.06657e-09 6.86945e-10 7.21614e-10 6.76435e-10 5.41739e-10 6.10924e-10 6.37974e-10 3.00392e-10 6.44864e-10 2.89305e-09 2.01716e-09 1.65902e-09 2.75815e-09 6.67847e-09 6.44797e-09 1.22865e-09 1.99602e-09 1.37205e-09 1.1684e-09 6.43601e-10
threshold=-0.14444499999999996 0.11531000000000001 -0.090774999999999981 0.085685000000000011 0.091205000000000008 0.26753000000000005 0.083985000000000018 0.085955000000000018 0.055925000000000009 0.11649000000000002 -0.53101999999999994 -0.0062849999999999989 0.089885000000000007 -0.081779999999999978 0.087865000000000013 -0.34918499999999997 0.060015000000000006 -0.085804999999999979 -0.0038999999999999994 -0.0076149999999999994 -0.090009999999999993 0.057025000000000006 -0.083284999999999984 0.088730000000000017 0.085345000000000018 -0.08824499999999999 -0.081609999999999988 -0.0098449999999999979 0.11660500000000001 -0.084999999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -8 9 -7 -9 -12 -13 -4 15 16 -14 29 19 21 -20 22 24 25 -19 -24 -27 -28 -29 -15
right_child=1 -3 13 -5 5 8 7 10 -10 -11 11 12 14 17 -16 -17 -18 18 20 -21 -22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=3.4041646358673465e-07 4.8561981474095874e-07 -2.7837412233111539e-07 -5.4973891505853869e-07 6.5783962256205096e-07 1.0681886856723901e-06 -1.0296844488328299e-06 -1.2085720108245824e-06 7.0399595529124783e-07 5.8886608462154821e-07 2.9500457519778442e-07 4.6656896643071375e-07 -5.4888273504210315e-07 -2.9006777553645824e-07 -1.7951062642396211e-07 4.4564672833757869e-07 -5.5092673706032727e-07 4.9030088764112636e-07 2.0677175586314437e-06 1.0070218107216532e-06 -1.2536683842964438e-06 -1.5496216077540154e-09 -9.1315356057193538e-07 5.4979554812001193e-07 -1.8914053291041456e-06 -2.2116244302594623e-07 -7.1499022528529938e-07 7.4559363943754526e-07 1.6483369203967868e-07 -7.3953228771017624e-07 4.7728986205230729e-07
leaf_weight=20 36 27 23 25 27 22 30 20 22 24 20 35 22 25 20 24 20 20 20 22 2335 21 37 20 32 38 27 50 20 37
leaf_count=20 36 27 23 25 27 22 30 20 22 24 20 35 22 25 20 24 20 20 20 22 2335 21 37 20 32 38 27 50 20 37
internal_value=0 -2.19578e-09 2.29991e-10 7.84149e-08 3.34285e-08 2.76034e-07 -6.81023e-08 -1.72469e-07 -3.84984e-08 -3.38542e-07 2.05939e-08 -7.63425e-08 -1.6608e-07 -9.71873e-09 -1.02881e-08 -1.4845e-07 8.15363e-08 -5.12536e-09 -1.02312e-08 -1.51753e-07 7.01574e-09 -6.02728e-08 1.31308e-08 -1.6184e-07 6.59176e-07 3.92725e-08 -1.00649e-07 1.40021e-07 -9.35566e-08 2.12451e-07
internal_weight=0 3101 3074 347 322 95 227 191 68 46 161 141 121 2727 86 66 42 2704 2642 287 2355 265 244 192 52 172 135 97 70 62
internal_count=3121 3101 3074 347 322 95 227 191 68 46 161 141 121 2727 86 66 42 2704 2642 287 2355 265 244 192 52 172 135 97 70 62
is_linear=0
shrinkage=0.1


Tree=8943
num_leaves=31
num_cat=0
split_feature=132 132 15 2 12 132 2 3 130 1209 401 1210 1210 1209 2 1209 401 0 42 1210 401 402 402 403 402 390 1211 403 4 4
split_gain=2.20658e-10 9.39524e-10 4.47886e-10 3.00269e-10 4.98966e-10 2.18034e-10 4.22174e-10 3.2546e-10 2.13608e-10 1.86791e-10 1.99727e-10 2.99843e-10 1.95107e-10 2.47239e-10 1.46725e-09 3.56742e-10 2.15445e-10 1.18376e-09 1.21932e-09 3.59294e-10 2.14713e-10 5.25824e-10 3.46404e-10 5.0135e-10 4.25542e-10 3.19819e-10 2.61255e-10 4.10763e-10 2.23701e-10 8.77991e-10
threshold=-0.083174999999999985 -0.050879999999999988 0.092400000000000024 0.085045000000000023 0.090165000000000009 -0.41094499999999995 0.10136500000000002 -0.085709999999999995 -0.0087099999999999973 -0.14444499999999996 0.13522500000000001 -0.38516499999999992 -0.12043 -0.084519999999999984 0.084715000000000013 -0.069599999999999981 -1.0000000180025095e-35 -0.072594999999999979 0.11747 0.12347000000000001 0.11655000000000001 0.11522000000000002 0.11174500000000002 -0.5492149999999999 0.10607000000000001 0.088375000000000023 0.10326000000000002 0.0033700000000000002 -0.0019149999999999998 -0.0039549999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 8 -5 7 -7 -1 -3 11 -11 -13 14 -14 -15 17 18 -17 20 21 22 23 -18 25 26 28 -28 29 -25
right_child=1 9 -4 5 -6 6 -8 -9 -10 10 -12 12 13 15 -16 16 19 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=1.4953930419873512e-07 5.9449160129655937e-07 3.0637481586381913e-07 -4.9481274959362058e-07 2.736851220588781e-07 -5.7682761491761889e-07 -5.5825884341007433e-08 -3.6489004381442454e-07 4.3471315344894335e-07 -2.4624547759799502e-07 3.8820362306068997e-07 -2.6139727087238813e-07 -3.040364049411437e-07 -8.0241391603150011e-07 3.8946015988490976e-07 3.8103730560123954e-07 -2.7206261024573528e-07 4.5023631309959462e-07 -6.013836758711477e-07 7.1520150790795676e-07 4.0082012348015585e-07 -2.8209364499021973e-07 3.8098942502221842e-07 -4.0318890558496826e-07 -1.4672621915433958e-08 -4.0226642055675767e-07 3.9300561010826469e-07 5.7501297703765894e-07 -6.5894603800131791e-08 3.5557975358127974e-08 -5.01607280511962e-07
leaf_weight=30 27 20 25 33 24 38 26 21 25 20 29 21 22 24 20 29 25 35 22 23 26 37 21 1450 26 21 20 20 923 38
leaf_count=30 27 20 25 33 24 38 26 21 25 20 29 21 22 24 20 29 25 35 22 23 26 37 21 1450 26 21 20 20 923 38
internal_value=0 7.35378e-09 -9.60904e-08 -4.54912e-08 -1.96377e-07 5.55259e-08 -2.91712e-08 1.18773e-07 -3.03629e-08 1.83403e-09 -3.01603e-10 2.38057e-09 -3.72359e-10 1.91986e-09 -2.38866e-07 5.61073e-09 2.21884e-09 -1.53533e-07 1.53816e-07 7.31185e-09 3.84016e-09 6.72055e-09 1.27717e-09 4.64372e-09 1.84224e-10 4.41712e-09 1.08772e-09 2.54559e-07 -3.11753e-09 -2.71078e-08
internal_weight=0 2899 222 197 79 118 85 59 55 2872 2852 2823 2803 2782 42 2740 2716 86 51 2630 2607 2581 2544 2523 2498 2472 2451 40 2411 1488
internal_count=3121 2899 222 197 79 118 85 59 55 2872 2852 2823 2803 2782 42 2740 2716 86 51 2630 2607 2581 2544 2523 2498 2472 2451 40 2411 1488
is_linear=0
shrinkage=0.1


Tree=8944
num_leaves=31
num_cat=0
split_feature=1203 132 2 399 4 132 43 132 1 43 130 1 133 15 142 147 447 151 1 16 374 45 16 0 2 401 401 1212 16 401
split_gain=1.98399e-10 4.26573e-10 7.57413e-10 2.87738e-10 6.29144e-10 5.47033e-10 7.6605e-09 4.91701e-09 9.0327e-10 2.26587e-10 5.58007e-10 5.46554e-10 3.39897e-10 2.03414e-10 2.07519e-10 2.51051e-10 3.48621e-10 3.58277e-10 2.34917e-10 6.30045e-10 5.79457e-10 3.98688e-10 3.2833e-10 3.59961e-10 3.07831e-10 3.90346e-10 3.13184e-10 4.1492e-10 3.42642e-09 5.13779e-09
threshold=0.090185000000000001 -0.079859999999999987 0.087015000000000023 0.091895000000000018 -0.080924999999999983 -0.083284999999999984 -0.011694999999999999 -0.019049999999999997 0.088975000000000012 -0.50775499999999985 -0.22699999999999995 0.076935000000000017 0.0068000000000000014 -0.5556049999999999 -0.057499999999999989 0.099730000000000027 0.09227500000000001 -0.5666199999999999 0.13820500000000002 -0.42170999999999997 0.089165000000000008 0.083445000000000005 -0.11118499999999999 -0.026509999999999995 0.14838000000000004 0.13522500000000001 0.11769000000000002 -0.089544999999999986 -0.092484999999999984 0.097145000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 -1 -7 -8 11 -11 12 -9 -12 -15 16 17 -16 20 -20 21 24 -21 -24 25 26 27 28 -19 -30
right_child=1 2 -4 4 -6 7 8 9 -10 10 13 -13 -14 14 15 -17 -18 18 19 22 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=1.7513567271976171e-06 -2.1524359275255327e-07 8.0005302521612981e-07 1.0728342658694601e-08 -6.0527229950935177e-07 3.7360095334202605e-08 -1.5719609544362355e-06 2.1139751143494984e-08 1.1931546673338289e-07 -5.8781645547734138e-07 -5.1619349884883083e-07 2.3101411807595854e-07 -2.0972263118065629e-07 7.023225077773532e-07 3.0388197325754106e-07 4.174078296159678e-07 2.6154438590505642e-07 -3.5285599437884234e-07 -8.8271321785560716e-07 -6.5831622265477573e-07 2.130290182962695e-07 4.984552897044721e-07 -3.4587921220463614e-07 7.8135472742141492e-08 -4.2925306067037792e-07 2.6731974850844966e-07 -3.8385076790190296e-07 3.1429865320235203e-07 -1.3744589007789482e-08 -5.2895409794473388e-08 1.9100972417618322e-06
leaf_weight=26 21 20 31 25 39 20 102 20 32 21 38 22 20 22 20 35 29 21 20 33 23 34 27 29 42 27 31 2231 40 20
leaf_count=26 21 20 31 25 39 20 102 20 32 21 38 22 20 22 20 35 29 21 20 33 23 34 27 29 42 27 31 2231 40 20
internal_value=0 1.64077e-07 3.20267e-07 -3.86987e-09 -2.13668e-07 6.28318e-10 1.80509e-07 -9.5596e-09 -1.24283e-07 1.58052e-09 -2.6925e-09 1.90627e-07 4.10819e-07 1.26912e-09 -1.9836e-09 -4.51142e-09 -8.05613e-09 -4.20732e-09 -7.47819e-09 -1.51147e-07 -1.13557e-09 -5.83328e-09 -3.71767e-08 -1.84619e-07 -1.03993e-09 -5.79567e-09 -1.43908e-09 -5.67259e-09 2.16656e-07 6.01435e-07
internal_weight=0 72 51 3049 64 2985 160 2825 134 2805 2743 62 40 2722 2684 2662 2627 2598 2578 109 2469 2446 89 56 2412 2370 2343 2312 81 60
internal_count=3121 72 51 3049 64 2985 160 2825 134 2805 2743 62 40 2722 2684 2662 2627 2598 2578 109 2469 2446 89 56 2412 2370 2343 2312 81 60
is_linear=0
shrinkage=0.1


Tree=8945
num_leaves=31
num_cat=0
split_feature=132 394 2 399 1 12 130 399 1213 399 130 120 33 483 483 120 13 159 1 4 483 480 160 1 2 1 160 1 12 12
split_gain=2.12123e-10 7.60128e-10 4.28778e-10 5.06936e-10 3.45859e-10 2.14542e-10 5.02186e-10 2.20159e-10 4.3589e-10 2.13397e-10 2.84637e-10 2.00496e-10 4.45604e-10 3.90987e-10 1.91784e-09 7.47435e-10 6.22145e-10 1.56949e-09 8.65696e-10 4.31514e-10 4.40272e-10 3.23478e-10 4.60933e-10 3.44924e-10 6.23434e-09 4.6998e-09 6.63737e-10 1.15909e-09 5.83272e-10 8.11454e-10
threshold=-0.083449999999999983 0.12358500000000001 0.10467500000000002 0.091895000000000018 0.089625000000000024 0.10911500000000002 0.087380000000000013 0.088190000000000018 0.085835000000000009 -0.065739999999999979 0.086650000000000019 0.09852000000000001 -0.044254999999999996 0.10045000000000003 0.10357500000000001 1.0000000180025095e-35 -0.077944999999999987 -0.023324999999999995 0.096475000000000019 0.63113500000000011 0.095250000000000015 0.11191000000000002 -0.55323499999999981 0.092695000000000013 -1.0000000180025095e-35 0.093700000000000019 -0.43215499999999996 0.094465000000000007 0.12757000000000002 0.10645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 5 6 7 8 -1 10 -2 12 -11 15 -15 19 17 -16 -18 20 21 22 -14 24 -24 -25 -27 -28 29 -29
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 11 -12 -13 13 14 16 -17 18 -19 -20 -21 -22 -23 23 25 -26 26 27 28 -30 -31
leaf_value=1.9354449182540725e-07 -5.1527179165431235e-08 5.9269118899216915e-07 1.9994072292028875e-07 -5.0960334545677334e-07 -4.1734166950391226e-07 2.8194663497872955e-07 -4.9038447865644812e-07 3.372155078906758e-07 -3.8102221117736444e-07 4.5984874212817453e-07 3.8627939395816866e-07 -3.1681308314546187e-07 -3.8033140230474988e-07 1.0172727699723923e-06 9.0739801624873841e-07 -5.917591540661637e-07 -5.2610567172911724e-07 -1.7048365699728103e-07 2.0361183826794173e-07 4.5627929779357151e-07 -3.4788620889745098e-07 3.0607799377583329e-07 -1.7423376231731492e-06 1.2000670616717958e-06 -8.4070388232138424e-09 5.6790051750965641e-07 -7.1480756760237176e-07 -1.0230799199517772e-08 -5.1352655613560015e-07 3.798032993088406e-07
leaf_weight=31 27 22 40 34 25 21 22 20 23 21 33 20 33 22 22 22 37 35 29 20 38 33 21 34 1650 20 23 664 21 58
leaf_count=31 27 22 40 34 25 21 22 20 23 21 33 20 33 22 22 22 37 35 29 20 38 33 21 34 1650 20 23 664 21 58
internal_value=0 7.11792e-09 -9.55987e-08 -1.62767e-07 -7.97214e-08 -7.58035e-09 -7.09144e-08 5.3793e-08 -5.11784e-08 2.64945e-09 1.89266e-07 -1.31691e-09 9.34223e-10 -2.52991e-09 1.57343e-07 -1.13208e-08 3.53384e-09 2.45541e-07 -2.05472e-07 -6.43754e-09 -1.00038e-08 -4.98243e-09 -9.04938e-09 -4.13075e-09 -3.01979e-08 4.8989e-08 -8.03156e-10 -1.56518e-08 5.99096e-09 2.11016e-08
internal_weight=0 2905 216 176 142 117 96 74 54 2883 60 2823 2803 2782 145 2637 123 57 66 2615 2595 2557 2524 2491 1671 820 786 766 743 722
internal_count=3121 2905 216 176 142 117 96 74 54 2883 60 2823 2803 2782 145 2637 123 57 66 2615 2595 2557 2524 2491 1671 820 786 766 743 722
is_linear=0
shrinkage=0.1


Tree=8946
num_leaves=31
num_cat=0
split_feature=45 1 1429 156 1429 11 9 1 33 2 49 97 2 1446 1444 1 1 480 52 1456 131 159 1 1 4 4 481 43 133 481
split_gain=1.73138e-10 1.70386e-09 2.99893e-10 5.49897e-10 2.44857e-10 2.29544e-10 2.76869e-10 6.52693e-10 6.3349e-10 2.12742e-10 3.00037e-10 2.29439e-10 7.70276e-10 1.98989e-10 4.69018e-10 2.49341e-10 2.99902e-09 1.59898e-09 6.43805e-10 6.02884e-10 9.52295e-10 1.01215e-09 9.73e-10 7.70102e-10 6.86126e-10 1.12156e-09 5.23571e-10 1.5679e-09 2.77225e-09 6.88699e-10
threshold=0.084355000000000013 0.10684 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 -0.011194999999999998 0.092235000000000011 0.13332000000000002 -0.0066799999999999993 -0.045829999999999989 -1.0000000180025095e-35 -0.085969999999999977 -0.0050599999999999994 -0.09143999999999998 -0.086359999999999992 0.09202500000000001 0.093100000000000002 0.11240000000000001 0.51734000000000002 -0.079429999999999987 0.11767000000000001 0.12180500000000001 0.094220000000000012 0.096860000000000016 0.0045450000000000013 -0.07712999999999999 -0.087424999999999989 -0.025214999999999998 0.086990000000000012 -0.085629999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 8 -8 -7 10 -10 -11 -13 -14 -15 17 -17 26 19 -18 21 22 -21 24 25 -24 27 28 -16 -28
right_child=1 -3 3 -5 5 6 7 -9 9 11 -12 12 13 14 15 16 18 -19 -20 20 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-3.8896777645902605e-07 8.7058766071311862e-07 -3.1216309890106489e-07 -3.4420041125875812e-07 5.2216249514458467e-07 3.0020722635981659e-07 4.8205106511263522e-07 -6.1346457396934308e-07 1.0971657098401978e-07 2.1222110824226094e-08 -3.0907685311850253e-07 -4.9635939450895648e-07 4.8926979925312251e-07 -2.9707215686436905e-07 4.6908268510984881e-07 3.139881210737864e-08 -9.5801724033403215e-07 -5.3580663859520429e-07 8.0808411348698424e-07 -5.5628832483091091e-07 -6.3829641862866999e-07 6.5379377533843028e-07 5.7726879188537394e-07 3.3667747629806401e-08 -3.892902840884532e-08 -1.4482476068167216e-07 1.0800229050898583e-06 4.8093800856921942e-07 4.0672156866132055e-07 -1.4885388713992144e-06 5.6930391564791578e-09
leaf_weight=20 21 29 21 20 25 27 24 26 24 24 21 32 23 21 30 35 20 25 21 25 23 29 20 556 20 21 31 24 20 1863
leaf_count=20 21 29 21 20 25 27 24 26 24 24 21 32 23 21 30 35 20 25 21 25 23 29 20 556 20 21 31 24 20 1863
internal_value=0 1.84592e-07 -3.00135e-09 -4.71255e-10 -3.91984e-09 -1.54579e-09 -4.07304e-09 -2.3741e-07 -9.79568e-11 -4.57458e-09 -2.20316e-07 -1.18361e-09 1.41922e-09 -4.14231e-09 -1.72227e-09 -5.30059e-09 -5.36303e-08 1.33717e-08 -1.05643e-08 5.48643e-09 2.10857e-08 -6.0181e-10 -2.6705e-08 -1.92415e-09 3.35366e-07 5.69606e-07 3.27628e-09 -2.57669e-07 -5.76576e-07 1.34716e-08
internal_weight=0 50 3071 3051 3031 3010 2985 50 2935 2908 45 2863 2839 2807 2784 2763 770 1993 735 714 694 671 642 617 61 41 1968 74 50 1894
internal_count=3121 50 3071 3051 3031 3010 2985 50 2935 2908 45 2863 2839 2807 2784 2763 770 1993 735 714 694 671 642 617 61 41 1968 74 50 1894
is_linear=0
shrinkage=0.1


Tree=8947
num_leaves=31
num_cat=0
split_feature=1429 156 1429 1426 1429 1429 471 157 12 1455 43 1455 157 1429 157 475 43 52 156 483 483 483 483 0 4 480 160 480 1447 1456
split_gain=1.84382e-10 5.65539e-10 3.49115e-10 1.83904e-10 2.96886e-10 4.42067e-10 2.54916e-10 1.32759e-09 9.04177e-10 2.00187e-10 1.10954e-09 4.86576e-10 2.50283e-10 1.42744e-09 1.0192e-09 7.19321e-10 4.06853e-10 3.75082e-10 2.66329e-10 2.55272e-10 2.82385e-10 2.45169e-10 8.66888e-10 8.11492e-10 4.37022e-10 3.19154e-10 3.21727e-10 3.71462e-10 3.67088e-10 1.87272e-09
threshold=-0.23587499999999997 0.3248100000000001 -0.10379499999999998 -0.068029999999999993 -0.060529999999999994 -0.0091699999999999993 0.09074500000000002 -0.06482499999999998 0.095935000000000006 -0.097209999999999977 -0.067899999999999974 -0.089344999999999994 -0.087424999999999989 0.083925000000000013 -0.086079999999999976 -0.079274999999999984 -0.078139999999999973 -0.56176499999999996 0.12061500000000001 0.12440000000000002 0.11517500000000001 0.10143000000000001 0.096720000000000014 -0.086934999999999985 0.62931500000000018 0.11387000000000001 -0.55323499999999981 -0.086664999999999978 -0.086279999999999982 0.085665000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 9 -8 -9 10 -7 -11 13 15 -14 -13 -17 -16 19 20 21 22 24 -23 25 26 -19 -28 29 -29
right_child=1 -3 3 4 5 6 7 8 -10 11 -12 12 14 -15 17 16 -18 18 -20 -21 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=2.7048925471717668e-07 3.8117427022162553e-07 -5.3221996950014731e-07 -2.4404557725501358e-07 2.8229181254659664e-07 -4.4933192022902155e-07 2.0443332545028174e-07 8.69845013653503e-07 3.4744129777664058e-07 -6.0344067378537156e-07 4.3918568201206658e-07 -7.1874482898692804e-07 5.0379460170762768e-07 5.4634073069002947e-07 -8.9400023380817185e-07 -4.1584140484990879e-07 -3.7096034761463206e-07 9.7996629727497968e-08 -3.7734328929139377e-07 3.1725498978665623e-07 -2.9441067293115947e-07 3.5572119052382978e-07 1.5208245527276177e-07 5.436837799889277e-07 -6.9113869647892335e-07 -3.8559693877004974e-07 3.6915744352012079e-07 3.6727821418901807e-07 3.9015820107124456e-07 -5.5453378535436588e-10 -9.6192418513938034e-07
leaf_weight=25 24 20 31 37 22 30 20 20 20 25 23 23 34 21 22 37 37 23 26 30 22 25 29 21 30 23 27 20 2353 21
leaf_count=25 24 20 31 37 22 30 20 20 20 25 23 23 34 21 22 37 37 23 26 30 22 25 29 21 30 23 27 20 2353 21
internal_value=0 -2.17946e-09 1.26684e-09 -1.72064e-09 7.6598e-10 -2.72479e-09 5.92347e-10 2.04615e-07 -1.28e-07 -3.62591e-09 -1.96191e-07 -4.36115e-11 -3.93197e-09 -1.46495e-07 2.28474e-09 1.53363e-08 -1.36482e-07 -4.63813e-09 -1.22437e-09 -4.38003e-09 -1.02579e-09 -4.07728e-09 8.9112e-11 -2.32866e-07 -6.22416e-09 -1.61079e-09 -5.10002e-09 -1.56363e-09 -5.7235e-09 -3.02372e-07
internal_weight=0 3096 3076 3052 3021 2984 2962 60 40 2902 53 2849 2824 118 2706 97 74 2672 2650 2624 2594 2572 2526 46 2497 2467 2444 2421 2394 41
internal_count=3121 3096 3076 3052 3021 2984 2962 60 40 2902 53 2849 2824 118 2706 97 74 2672 2650 2624 2594 2572 2526 46 2497 2467 2444 2421 2394 41
is_linear=0
shrinkage=0.1


Tree=8948
num_leaves=31
num_cat=0
split_feature=132 132 43 12 2 398 16 1213 52 1446 479 481 480 483 483 483 4 474 1 157 474 2 160 1447 1456 474 482 482 42 0
split_gain=1.74465e-10 8.3499e-10 4.60341e-10 4.83473e-10 2.37614e-10 2.89957e-10 2.81993e-10 2.2388e-10 2.01085e-10 1.73954e-10 4.10442e-10 3.37323e-10 4.2597e-10 5.98365e-10 4.15554e-10 3.11946e-10 6.92762e-10 3.45274e-10 1.20118e-09 2.37727e-09 9.14511e-10 7.88211e-10 5.65191e-10 4.058e-10 1.13706e-09 9.06657e-10 4.87524e-10 1.77693e-09 2.60577e-09 8.65965e-10
threshold=-0.083174999999999985 -0.050879999999999988 -0.011244999999999998 0.087385000000000004 0.10467500000000002 0.086250000000000007 -0.073404999999999984 0.0065300000000000002 -0.0041199999999999995 -0.088809999999999986 0.10713500000000002 -0.16223499999999996 0.10272000000000002 0.10357500000000001 -0.47356499999999996 -0.22060499999999997 -0.015039999999999998 0.091180000000000011 0.10022000000000002 -0.077944999999999987 0.089130000000000015 0.11093500000000002 -0.046074999999999991 -0.086849999999999997 0.085185000000000011 0.088290000000000021 0.090355000000000005 0.098465000000000011 0.096450000000000022 -0.080434999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -4 -8 -3 11 -11 14 -14 -13 16 -16 20 19 -19 23 -20 -21 24 -17 26 -25 -28 29 -29
right_child=1 9 4 -5 -6 -7 8 -9 -10 10 -12 12 13 -15 15 17 -18 18 21 22 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-6.6555781546887144e-08 5.6005807883357869e-07 -2.4669100382774493e-07 3.2035397481422482e-07 -7.3882192083374324e-07 1.9652013987724345e-07 -3.7850659030989567e-07 -5.0093357610118507e-10 -3.9133978572597083e-08 -4.4355500534720709e-07 -3.0034047565120113e-07 3.4914686518682041e-07 -4.4426150766628871e-07 7.1434791806268558e-07 -5.9192535104557469e-08 -5.0357576419912677e-08 -1.8789183309825768e-07 6.8881395669623524e-07 -1.1935896566228621e-06 5.8790074909346138e-07 -4.2958379247911201e-07 5.7474028827592914e-07 -1.1137246357151298e-07 1.9351403132169573e-07 -8.2652354932289846e-09 8.5392140192652732e-07 -6.4435213534931219e-07 9.257641183970998e-07 -3.4224851355074431e-08 -9.3479593707777235e-07 8.8520250415058402e-07
leaf_weight=23 27 28 30 20 41 26 21 41 20 37 34 21 20 20 32 22 21 26 27 24 28 40 37 2324 20 22 26 21 22 20
leaf_count=23 27 28 30 20 41 26 21 41 20 37 34 21 20 20 32 22 21 26 27 24 28 40 37 2324 20 22 26 21 22 20
internal_value=0 6.54641e-09 -8.5435e-08 -3.79238e-07 -1.48566e-08 -7.7657e-08 -7.81691e-09 1.12762e-07 -2.16625e-07 1.34279e-09 3.78475e-09 -3.94009e-10 3.60816e-09 3.27578e-07 -1.13343e-09 2.29787e-09 2.42522e-07 -2.49035e-09 -1.47824e-07 -3.92912e-07 6.44434e-09 1.70424e-07 -5.16392e-08 2.03222e-11 3.0821e-07 -5.29547e-09 5.30989e-10 2.30221e-07 -5.68283e-08 4.14276e-07
internal_weight=0 2899 222 43 179 138 112 71 41 2872 2844 2810 2773 40 2733 2712 53 2659 154 87 2505 67 61 2477 42 2435 2413 89 63 41
internal_count=3121 2899 222 43 179 138 112 71 41 2872 2844 2810 2773 40 2733 2712 53 2659 154 87 2505 67 61 2477 42 2435 2413 89 63 41
is_linear=0
shrinkage=0.1


Tree=8949
num_leaves=31
num_cat=0
split_feature=1429 1420 11 12 12 157 3 475 155 475 475 47 47 47 52 42 15 1446 480 1 1 480 2 50 157 151 151 0 132 15
split_gain=1.76486e-10 3.9253e-10 2.51389e-10 1.05321e-09 1.74158e-09 8.22803e-10 6.3779e-10 4.03017e-10 6.06973e-10 2.6251e-10 3.78504e-10 2.03393e-10 1.81294e-09 1.55214e-09 3.01098e-10 1.56759e-09 6.06175e-10 5.71692e-10 4.62903e-10 3.82167e-10 5.0282e-09 1.8006e-09 8.39131e-10 4.75492e-10 4.76799e-10 5.37989e-10 6.53741e-10 9.08321e-10 4.93607e-10 6.67716e-09
threshold=0.12521000000000002 -0.086589999999999986 0.088215000000000002 0.10149500000000002 0.091715000000000005 -0.49695999999999996 -0.14847999999999997 -0.47599999999999992 0.13131500000000004 -0.10664 -0.091889999999999986 0.092165000000000011 0.09585500000000001 0.088915000000000008 0.5140450000000002 0.089015000000000025 -0.042209999999999991 -0.088809999999999986 0.11471500000000003 0.092235000000000025 0.093100000000000002 0.10272000000000002 -0.080614999999999978 0.13276000000000002 0.10891500000000003 0.095500000000000015 0.009020000000000002 -0.23001499999999997 -0.083284999999999984 0.091650000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -5 -7 9 -9 -11 13 -13 14 17 16 -16 -12 19 21 -21 22 -19 24 25 26 27 -24 29 -29
right_child=-2 2 3 6 -6 7 -8 8 -10 10 11 12 -14 -15 15 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.32785462104827e-07 2.9610374625121948e-07 -5.7566619267390706e-07 -1.9054938553091979e-07 -4.0919179574367653e-07 9.8935421114766815e-07 -4.4691968355436988e-07 2.8789886744648573e-07 -2.80890984675242e-07 5.2678966824259985e-07 4.3628204707601988e-07 -5.3772870771240374e-07 -8.9332630068383891e-07 -4.807625314399841e-09 7.3641038737009542e-07 2.5330392131330712e-07 8.410032341998885e-07 -4.7547909480272208e-07 6.493963940101821e-07 3.962480597128261e-07 -1.3824403974841257e-06 -1.1711995575683527e-08 8.1375909241541788e-07 5.1591534022946055e-07 4.3082074967060181e-07 -4.9387261924493941e-07 4.1695751212008272e-07 -5.786005081986901e-07 -1.0077456267445294e-07 -3.2288274684202747e-08 1.8599461824919673e-06
leaf_weight=21 20 25 22 35 29 20 21 33 22 20 20 25 282 29 21 25 25 20 29 28 605 28 33 25 20 30 20 132 1436 20
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internal_value=0 -1.91025e-09 1.02754e-09 1.5162e-07 4.80376e-07 -4.39238e-09 -1.47783e-07 4.52211e-10 3.50803e-09 -4.53497e-10 2.76768e-09 -2.71329e-10 -7.71626e-08 9.00032e-09 6.19351e-10 2.03627e-07 -1.42774e-07 -5.27334e-09 -8.83762e-10 -5.68844e-09 -7.23445e-08 1.82307e-08 5.39956e-09 -2.10623e-09 -8.50669e-09 -2.6974e-09 -1.03693e-08 -3.35847e-09 -1.41494e-08 1.57215e-07
internal_weight=0 3101 3080 107 51 2973 56 2948 2928 2906 2873 2853 307 2546 2517 71 46 2446 2426 2397 633 1764 1736 1716 1691 1671 1641 1621 1588 152
internal_count=3121 3101 3080 107 51 2973 56 2948 2928 2906 2873 2853 307 2546 2517 71 46 2446 2426 2397 633 1764 1736 1716 1691 1671 1641 1621 1588 152
is_linear=0
shrinkage=0.1


Tree=8950
num_leaves=31
num_cat=0
split_feature=132 1185 15 2 2 3 403 13 1203 399 42 1348 448 160 151 133 481 133 1447 133 483 133 133 12 12 133 2 133 160 16
split_gain=1.8269e-10 7.12182e-10 5.8664e-10 2.31711e-10 3.00982e-10 3.45489e-10 3.95557e-10 3.2174e-10 2.17581e-10 1.81077e-10 2.78297e-10 1.765e-10 5.06077e-10 2.59399e-10 2.35631e-10 2.1012e-10 1.80926e-09 1.3295e-09 1.28198e-09 1.2011e-09 1.01069e-09 7.49177e-10 2.10317e-09 4.33931e-09 1.81127e-09 1.33981e-09 1.21537e-09 9.95822e-10 5.10786e-10 1.47626e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.10467500000000002 0.090675000000000019 -0.06977499999999999 -0.077589999999999978 -0.0079349999999999993 0.084795000000000023 -0.065739999999999979 -0.067534999999999998 0.095915000000000014 0.056825000000000007 0.60040000000000016 -0.5666199999999999 0.087720000000000006 -0.086484999999999992 0.087495000000000003 0.059120000000000013 0.087285000000000015 -0.095689999999999983 0.089200000000000015 0.090665000000000009 0.088485000000000022 0.086505000000000012 0.092265000000000014 0.087995000000000004 0.093255000000000018 -0.55045999999999984 -0.026164999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 8 -8 -1 10 -3 12 13 14 -11 17 -17 18 19 28 -18 24 23 -23 26 -24 -22 -27 29 -16
right_child=1 9 -4 -5 -6 -7 7 -9 -10 11 -12 -13 -14 -15 15 16 20 -19 -20 -21 21 22 25 -25 -26 27 -28 -29 -30 -31
leaf_value=-9.3733785234169443e-08 5.8692426245259074e-07 1.6317339475044253e-08 -4.9868335745865507e-07 2.054998238934205e-07 -3.8654979623340928e-07 3.3778287377982532e-07 -4.6315631720972304e-08 -6.0674387002888716e-07 2.7364287618070194e-07 3.4192349332329289e-07 4.6784839739865723e-07 -2.9003631290097908e-07 4.90019909280125e-07 -3.5286722068338442e-07 9.2931983831909924e-07 9.1684629919457276e-07 6.5242972032327395e-07 -7.4362008592743234e-07 -6.3772540492834651e-07 6.8906252602118917e-07 4.0740567884358014e-07 1.9385572037712387e-08 5.892674980669343e-07 -1.8088492902279539e-06 1.1053818715822672e-06 -7.0078803397726535e-07 -5.9897663396397892e-07 3.0183947853530958e-09 -1.6097535237146739e-08 -2.5641146846412867e-07
leaf_weight=38 21 39 30 36 26 23 20 21 28 20 21 21 21 21 21 23 24 25 32 25 28 37 38 20 20 21 21 471 1908 21
leaf_count=38 21 39 30 36 26 23 20 21 28 20 21 21 21 21 21 23 24 25 32 25 28 37 38 20 20 21 21 471 1908 21
internal_value=0 6.68512e-09 -8.74397e-08 -2.31829e-08 -7.59558e-08 -1.3837e-08 -8.94189e-08 -3.33364e-07 6.2123e-08 2.45127e-09 1.74353e-07 -1.20881e-09 9.59717e-10 -2.73995e-09 -7.1099e-11 -2.57197e-09 4.45517e-08 -1.88751e-08 -9.84737e-09 3.25844e-10 1.50476e-08 -8.27127e-09 -4.49105e-08 -6.221e-07 3.03427e-07 1.71647e-08 -2.3901e-08 -2.70221e-08 -8.50411e-09 3.36454e-07
internal_weight=0 2899 222 192 156 130 107 41 66 2878 60 2818 2797 2776 2755 2735 703 2032 2007 1975 680 656 587 57 69 530 49 492 1950 42
internal_count=3121 2899 222 192 156 130 107 41 66 2878 60 2818 2797 2776 2755 2735 703 2032 2007 1975 680 656 587 57 69 530 49 492 1950 42
is_linear=0
shrinkage=0.1


Tree=8951
num_leaves=31
num_cat=0
split_feature=479 2 479 159 480 12 1447 4 480 1419 156 1420 1 1447 1447 160 46 45 475 51 475 52 0 1426 1429 475 52 160 3 1455
split_gain=1.73579e-10 1.49905e-09 3.49335e-10 2.21769e-10 2.10503e-10 1.21735e-09 2.69787e-09 1.39681e-09 4.40367e-10 3.79565e-10 1.71345e-09 5.74744e-10 4.53501e-10 3.58529e-10 2.90912e-10 5.27602e-10 3.06592e-10 8.88055e-10 2.84738e-10 3.33709e-09 9.96046e-10 7.46291e-10 1.16698e-09 3.10347e-10 3.07945e-10 9.77048e-10 2.54646e-10 6.41758e-10 4.33531e-10 3.76854e-10
threshold=0.097110000000000016 0.092120000000000021 0.083230000000000012 0.15704000000000004 0.08740500000000001 0.083985000000000018 -0.086279999999999982 -0.0078799999999999981 0.08610000000000001 0.086505000000000012 -0.085604999999999987 -0.079539999999999986 0.081670000000000006 -0.051529999999999992 -0.086359999999999978 -0.54512499999999997 0.10253500000000002 0.084355000000000013 -0.086279999999999982 -0.085734999999999992 -0.085599999999999996 -0.53964499999999982 -0.085939999999999989 -0.061919999999999996 -0.060529999999999994 0.05680000000000001 0.51775000000000004 -0.42113499999999993 -0.077564999999999981 -0.097209999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 8 -6 -7 -8 9 11 -11 -1 -12 -9 -13 -16 17 18 19 21 -20 -17 -23 -22 25 -25 27 -26 -28 -29
right_child=1 -3 -4 -5 5 6 7 13 -10 10 12 14 -14 -15 15 16 -18 -19 20 -21 23 22 -24 24 26 -27 28 29 -30 -31
leaf_value=-5.2524173032084257e-07 3.2598311143772208e-07 -6.345967695196895e-07 4.0049369855213713e-07 -2.7464229895972025e-07 6.8424773644437667e-07 -9.8420896195065053e-07 9.2405572951809691e-07 2.3993605964278685e-07 -4.2869474346692491e-07 9.8264961983269524e-07 2.289086074824809e-07 -2.7130906968791233e-07 -4.2218654722541544e-07 -3.3772819123937966e-07 3.6892485035458288e-07 -3.0740386848499901e-07 -3.7331532961492157e-07 6.6538556666273506e-07 7.0635500435400902e-07 -1.3306465652362932e-06 -3.3935709316884409e-07 -1.8455586920294666e-07 6.8722814494790058e-07 6.9278139363859742e-07 -4.1042557468857086e-07 -1.7479505150622236e-07 -3.9809180936327512e-08 -4.0424404331766396e-07 5.7947138373037891e-07 2.5255062087997752e-09
leaf_weight=21 32 33 22 29 30 23 22 21 24 21 20 39 23 22 39 31 22 20 20 20 27 28 34 25 39 27 26 23 20 2338
leaf_count=21 32 33 22 29 30 23 22 21 24 21 20 39 23 22 39 31 22 20 20 20 27 28 34 25 39 27 26 23 20 2338
internal_value=0 -1.61696e-07 3.44776e-09 5.68723e-10 3.22467e-09 1.3414e-07 -5.33971e-08 2.75967e-07 -2.12621e-09 1.44964e-09 2.42243e-07 -4.05617e-09 -1.19352e-07 -5.56131e-08 -1.16317e-10 3.74513e-09 -1.52968e-09 1.52457e-09 -3.47062e-09 -1.58799e-07 3.42607e-09 9.32115e-08 2.93519e-07 -2.14169e-09 1.50315e-09 2.42309e-07 -3.61618e-09 -8.08316e-09 2.29443e-07 -1.43709e-09
internal_weight=0 65 3056 3034 3005 118 88 65 2887 2863 64 2799 43 43 2778 2739 2700 2678 2658 113 2545 93 62 2525 2498 52 2446 2400 46 2361
internal_count=3121 65 3056 3034 3005 118 88 65 2887 2863 64 2799 43 43 2778 2739 2700 2678 2658 113 2545 93 62 2525 2498 52 2446 2400 46 2361
is_linear=0
shrinkage=0.1


Tree=8952
num_leaves=31
num_cat=0
split_feature=1429 475 15 157 2 157 157 12 130 50 45 11 34 13 34 16 9 1 10 48 2 16 475 124 39 2 2 0 401 1
split_gain=1.72107e-10 2.93054e-10 5.53147e-10 5.21579e-10 1.30552e-09 3.70696e-10 3.17189e-10 2.30652e-10 3.25373e-10 2.21979e-10 2.31962e-10 1.24e-09 4.50235e-10 7.34745e-10 5.17269e-10 7.33147e-10 5.41033e-10 1.11229e-09 7.30405e-10 1.41155e-09 4.51262e-10 2.32311e-10 7.90907e-10 2.38139e-10 4.40453e-10 2.95556e-10 1.422e-09 1.04015e-09 6.03813e-10 5.29315e-10
threshold=0.12521000000000002 -0.24482499999999999 -0.0088349999999999974 0.11933000000000001 0.10060500000000001 0.099625000000000005 0.084490000000000023 0.23631000000000002 -0.22461999999999996 0.14794500000000002 0.094030000000000016 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 -0.066924999999999985 0.091600000000000015 0.12408500000000001 -0.0093599999999999985 0.085790000000000019 -0.055814999999999997 0.63636000000000015 0.13528000000000004 1.0000000180025095e-35 0.10166000000000001 0.11682500000000001 0.11747 -0.24955499999999997 0.093120000000000022 0.10937500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 -3 10 11 -10 13 -13 15 -14 18 -18 19 -16 -20 22 23 25 -25 27 -27 -22 29 -28
right_child=-2 3 -4 4 -6 -7 -8 -9 9 -11 -12 12 14 -15 16 -17 17 -19 20 -21 21 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=1.0687319903260448e-07 2.9241486203090973e-07 3.4512489851000218e-07 -5.7265399800598972e-07 -1.6392898807282564e-07 9.1572238553843425e-07 -3.3639536327152174e-07 3.0892279984196979e-07 -3.2541998929890398e-07 7.3301459362641179e-07 -3.3563182505247369e-07 -2.6492148277391224e-07 1.0291062143866468e-07 -7.7578315242698457e-08 -6.9716362342357274e-07 8.702840276513329e-07 7.484763516045363e-07 -9.0422389945388212e-07 9.6306018377845253e-08 -4.2876384046053318e-07 -1.957893704476864e-07 6.5867127005958539e-07 -2.5777164304534902e-07 5.9862408337804402e-07 5.3462545311766054e-07 -5.5972765165636567e-08 -8.4196220247652808e-07 1.1266711080746546e-07 -3.2171658059773517e-09 4.9146971463187579e-07 -2.0635235593491837e-07
leaf_weight=23 20 27 25 24 21 33 33 22 23 20 33 22 21 24 27 22 20 25 25 23 24 35 22 23 28 24 85 2213 20 134
leaf_count=23 20 27 25 24 21 33 33 22 23 20 33 22 21 24 27 22 20 25 25 23 24 35 22 23 28 24 85 2213 20 134
internal_value=0 -1.87822e-09 -2.47047e-07 1.97639e-09 3.39908e-07 -3.07911e-09 6.18181e-10 -2.84003e-09 -4.09631e-10 -3.63446e-09 -1.32331e-09 1.73963e-09 -4.23102e-09 -3.14519e-07 9.19923e-10 3.45054e-07 -4.50448e-09 -3.48374e-07 1.26299e-09 3.7989e-07 -5.92705e-09 -1.87378e-09 1.60715e-09 -3.54157e-09 2.10375e-07 -7.90547e-09 -1.08183e-07 3.88401e-09 -3.44984e-08 -8.2532e-08
internal_weight=0 3101 48 3053 45 3008 2975 2942 2920 2893 2873 2840 2817 46 2771 43 2728 45 2683 50 2633 2608 2573 2551 51 2500 263 2237 239 219
internal_count=3121 3101 48 3053 45 3008 2975 2942 2920 2893 2873 2840 2817 46 2771 43 2728 45 2683 50 2633 2608 2573 2551 51 2500 263 2237 239 219
is_linear=0
shrinkage=0.1


Tree=8953
num_leaves=31
num_cat=0
split_feature=46 31 34 34 34 123 13 13 13 401 12 51 1 16 3 14 10 2 14 41 41 151 42 15 2 42 4 47 0 1
split_gain=1.72796e-10 2.28214e-10 3.25278e-10 2.52155e-10 2.58136e-10 2.46372e-10 1.89954e-10 1.64365e-09 7.38934e-10 6.33931e-10 7.78086e-10 8.19053e-10 2.32185e-09 7.57472e-10 3.95414e-10 3.61535e-10 5.10022e-10 3.92951e-10 3.65059e-10 5.14006e-10 1.00904e-09 3.01712e-10 4.58354e-10 4.22576e-10 5.11712e-10 3.52394e-10 2.99949e-10 2.70641e-10 3.48058e-09 5.11807e-09
threshold=0.096120000000000011 -0.082169999999999979 -0.08786999999999999 -0.072169999999999984 -1.0000000180025095e-35 0.083855000000000013 -0.097224999999999992 -0.099939999999999987 -0.094514999999999988 0.082755000000000009 0.096210000000000004 0.081440000000000026 0.10781 -0.25582999999999995 -0.080734999999999987 0.081185000000000021 0.09216000000000002 0.089525000000000007 0.019675000000000002 0.088520000000000015 0.077565000000000009 -0.012764999999999997 0.086135000000000003 -0.40580499999999992 0.10060500000000001 0.097315000000000026 -0.51843499999999987 0.092165000000000011 -0.10224499999999999 0.10871500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 7 9 14 10 11 21 -13 -12 -8 16 18 -17 19 20 26 -6 23 -23 -25 -24 -10 -28 29 -29
right_child=-2 2 3 4 6 -7 8 -9 15 -11 13 12 -14 -15 -16 17 -18 -19 -20 -21 -22 22 25 24 -26 -27 27 28 -30 -31
leaf_value=2.4879929642433279e-08 2.2094240388729046e-07 3.677407088768329e-07 -3.1813760230647859e-07 3.3449628449890569e-07 3.7477983919964982e-07 -4.1174963603753311e-07 -1.2877115788493637e-07 8.8539203989304722e-07 -2.7827492379634875e-07 -4.6379213254856326e-07 -8.8894619416635136e-08 -1.2236244695884581e-06 1.2704618240734686e-07 6.910238392973415e-07 -7.500597209286753e-07 -6.0030605427961017e-07 5.0414051489866561e-07 -2.3541882767488092e-08 -3.7561708639854122e-07 -3.9102868778641242e-07 7.1367665185562149e-07 -2.1283952262055294e-07 -5.3235905175781569e-07 9.6100478408627137e-08 7.1308016117654912e-07 5.5272562128760095e-09 1.619205035424105e-08 -1.9813444385942025e-06 8.9445640590213322e-08 9.1065752135713978e-08
leaf_weight=24 35 24 25 23 29 28 21 23 38 26 20 20 35 33 20 21 20 27 26 33 20 22 21 41 20 29 2169 22 200 26
leaf_count=24 35 24 25 23 29 28 21 23 38 26 20 20 35 33 20 21 20 27 26 33 20 22 21 41 20 29 2169 22 200 26
internal_value=0 -2.50803e-09 1.05211e-09 -1.87166e-09 7.77136e-10 -2.10228e-07 -1.8142e-09 7.10786e-08 -1.06121e-08 7.80421e-09 5.32172e-08 -3.06786e-08 -3.64107e-07 3.96715e-07 -4.31839e-07 -3.97476e-09 1.13537e-09 -2.75876e-07 -2.83468e-09 1.02989e-09 6.25733e-09 8.25223e-08 1.8797e-08 1.62883e-07 2.98389e-07 -2.20385e-07 4.94244e-10 4.87704e-09 -9.40836e-08 -8.58789e-07
internal_weight=0 3086 3034 3010 2985 52 2962 319 2643 296 270 217 55 53 41 2602 2554 48 2534 2508 2475 162 133 83 61 50 2455 2417 248 48
internal_count=3121 3086 3034 3010 2985 52 2962 319 2643 296 270 217 55 53 41 2602 2554 48 2534 2508 2475 162 133 83 61 50 2455 2417 248 48
is_linear=0
shrinkage=0.1


Tree=8954
num_leaves=31
num_cat=0
split_feature=1209 401 1210 1208 3 1454 0 13 0 50 43 16 15 43 15 402 1 402 3 128 42 16 51 52 4 15 4 15 1 9
split_gain=1.58699e-10 2.25344e-10 3.33717e-10 1.98372e-10 1.81463e-10 7.74653e-10 6.80898e-10 1.78614e-09 7.68522e-10 6.61994e-10 4.32975e-10 1.08888e-09 3.9388e-10 6.58874e-10 4.60947e-10 4.25447e-10 4.89729e-10 4.88824e-10 6.92801e-10 5.01271e-10 8.17546e-10 5.71625e-10 1.08702e-09 3.69717e-10 4.48721e-10 4.32878e-10 9.50862e-10 5.3278e-10 3.45377e-10 3.33776e-10
threshold=-0.14444499999999996 0.13767000000000004 -0.38516499999999992 0.11531000000000001 -0.094874999999999987 0.08950000000000001 0.10455500000000001 -0.055129999999999992 0.051010000000000007 -0.46943999999999991 -0.24021999999999996 -0.072359999999999994 0.090455000000000021 -0.14792499999999997 0.087960000000000024 0.087880000000000014 0.12577000000000002 0.084450000000000011 -0.096544999999999978 0.085955000000000018 -0.10071499999999999 0.62925500000000012 0.10411500000000001 0.095415000000000014 -0.42529999999999996 0.035560000000000008 -0.049534999999999989 -0.037864999999999989 0.16175000000000003 0.092890000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 12 8 -8 9 -6 11 -11 14 -14 15 16 17 18 19 20 -4 22 23 24 -22 26 -26 -28 29 -12
right_child=1 -3 3 -5 6 -7 7 -9 -10 10 28 -13 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=2.8079162120775438e-07 3.7180321328378345e-07 -3.3638826437254464e-07 -5.6822899006709289e-07 -2.8308554021805322e-07 -4.3542127501597053e-07 6.6345522128585802e-07 -1.1109020155686266e-06 9.3771743792103742e-08 5.2668097236231991e-07 8.5933798501969247e-07 -9.9184252915394873e-09 -9.3237042501452078e-08 -5.7862648140548524e-07 6.7450507551233105e-08 5.1994127261423271e-07 -3.0482284126326873e-07 5.3884926028926895e-07 5.2318176194887652e-07 -5.1560703100320726e-07 5.1320580186339528e-07 -2.9424136129545079e-07 -2.8549124579058118e-07 7.9279664284761332e-07 4.1761690397379428e-07 6.0283583203662214e-07 -3.0566685547128716e-07 -1.2838954092624016e-07 4.406512767880193e-07 -4.2338421962995198e-07 3.6495290277234935e-07
leaf_weight=20 24 20 22 25 36 20 20 32 27 20 2294 30 27 38 21 33 21 20 23 22 39 40 22 25 35 24 76 21 20 24
leaf_count=20 24 20 22 25 36 20 20 32 27 20 2294 30 27 38 21 33 21 20 23 22 39 40 22 25 35 24 76 21 20 24
internal_value=0 -1.80608e-09 3.65825e-10 -2.55027e-09 -2.37148e-10 5.29776e-08 -1.14839e-08 -3.69564e-07 -3.88691e-09 -9.7967e-09 -3.38025e-09 2.87793e-07 2.89902e-08 -2.0092e-07 6.26482e-08 3.99457e-08 6.91185e-08 4.23858e-08 1.48331e-08 5.22567e-08 1.88986e-08 6.47029e-08 1.22586e-07 5.55651e-08 9.14825e-09 8.49956e-08 1.56025e-07 -5.19514e-09 -9.60722e-09 -6.0371e-09
internal_weight=0 3101 3081 3057 3032 529 2503 52 2451 2424 2388 50 509 65 444 423 390 369 349 326 304 282 242 220 195 156 132 97 2338 2318
internal_count=3121 3101 3081 3057 3032 529 2503 52 2451 2424 2388 50 509 65 444 423 390 369 349 326 304 282 242 220 195 156 132 97 2338 2318
is_linear=0
shrinkage=0.1


Tree=8955
num_leaves=31
num_cat=0
split_feature=34 34 97 33 39 44 44 1 15 142 14 1 15 3 13 2 15 12 52 15 52 15 12 15 15 48 12 15 484 2
split_gain=1.59535e-10 2.07668e-10 1.61616e-09 6.71265e-10 3.77074e-10 1.85821e-10 7.22236e-10 1.60034e-10 7.91407e-10 2.84455e-10 3.58342e-10 1.16663e-09 4.24714e-10 3.52132e-10 3.02067e-10 2.97247e-10 2.37305e-10 4.04311e-10 9.19128e-10 2.25204e-10 8.88977e-10 6.37574e-10 1.3295e-09 6.82897e-10 1.59528e-09 2.99486e-09 1.24318e-09 5.07916e-10 4.31572e-10 4.75957e-10
threshold=-0.10561499999999999 -0.057544999999999992 -0.071434999999999985 -1.0000000180025095e-35 0.089200000000000015 0.099360000000000018 0.081805000000000017 0.16540500000000002 -0.56020999999999987 -0.057499999999999989 -1.0000000180025095e-35 0.11249000000000002 -0.23909999999999995 0.11658 -0.06884499999999999 -1.0000000180025095e-35 -0.15914499999999995 0.084405000000000022 0.089575000000000016 -0.094549999999999981 -0.14813999999999997 -0.092489999999999989 0.086210000000000023 -0.090644999999999989 -0.088749999999999982 0.086565000000000017 0.085440000000000016 -0.087679999999999994 -0.088124999999999981 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 7 8 -5 -10 11 -11 13 -12 -13 -14 17 -17 -19 20 -18 22 -21 26 25 -25 -23 -26 -22 -30
right_child=1 3 -4 5 -6 -7 -8 -9 9 10 12 14 15 -15 -16 16 19 18 -20 21 28 23 -24 24 27 -27 -28 -29 29 -31
leaf_value=-2.1543279589011761e-07 1.2255270649819539e-07 -5.7904964251065399e-07 9.0854333593813953e-07 -5.7347876349922453e-07 -4.2221415625931517e-07 -2.4134151445768144e-07 5.8913414239300664e-07 2.4759433866910618e-07 3.7896420863603457e-07 -8.286672286058919e-07 9.3607676577588659e-08 -1.9833310691552699e-07 3.0803627975816908e-07 5.5668368617034501e-07 2.3965860929908357e-07 -5.6510143224386407e-07 6.9548967241478925e-07 3.3174164962960714e-07 -5.3694724274897634e-07 -9.9576788784361277e-07 4.4873923778378295e-07 8.9011189577566567e-07 2.6291867324549199e-08 1.0460487962110823e-07 3.6063164477931986e-07 -1.442653400441817e-06 -2.463254429148247e-08 -3.5673556819954303e-09 -1.6558432713103296e-07 1.1521327174805497e-07
leaf_weight=34 27 20 21 24 24 31 21 26 20 22 52 32 31 24 31 20 22 29 21 20 23 24 35 29 39 22 39 2111 105 142
leaf_count=34 27 20 21 24 24 31 21 26 20 22 52 32 31 24 31 20 22 29 21 20 23 24 35 29 39 22 39 2111 105 142
internal_value=0 2.37161e-09 1.70211e-07 -1.63649e-09 -1.33808e-07 2.21935e-09 4.76672e-09 5.9692e-10 -1.60463e-09 3.13957e-09 5.23317e-10 -2.0174e-07 6.68989e-09 2.39842e-07 1.71866e-08 1.56122e-10 -3.40385e-09 -1.85106e-07 -3.31077e-08 1.46752e-09 8.42319e-08 -8.95387e-09 -3.45366e-07 -7.81303e-10 -1.00731e-08 -5.6284e-07 3.23842e-07 3.03904e-09 3.44257e-08 -4.15413e-09
internal_weight=0 3087 72 3015 51 2995 2964 2943 2917 2893 2873 85 2788 76 63 2712 2681 70 50 2611 292 2319 55 2264 2201 51 63 2150 270 247
internal_count=3121 3087 72 3015 51 2995 2964 2943 2917 2893 2873 85 2788 76 63 2712 2681 70 50 2611 292 2319 55 2264 2201 51 63 2150 270 247
is_linear=0
shrinkage=0.1


Tree=8956
num_leaves=31
num_cat=0
split_feature=1211 132 1204 50 13 2 1213 1186 42 43 133 130 13 129 0 43 0 1201 15 160 160 479 3 3 50 484 133 3 2 42
split_gain=1.60129e-10 3.60021e-09 4.24975e-09 5.46555e-10 5.38266e-10 5.65866e-10 3.71983e-10 3.19826e-10 1.78181e-10 7.75627e-10 2.23669e-09 1.24722e-09 1.39611e-09 1.15668e-09 1.80566e-09 9.22851e-10 5.68868e-10 5.56635e-10 5.29361e-10 4.15042e-10 3.43704e-10 4.56596e-10 3.07617e-10 1.1842e-09 1.72775e-09 1.0021e-09 8.89618e-10 8.52896e-10 4.61566e-09 4.59925e-09
threshold=0.080695000000000003 -0.083284999999999984 -0.077669999999999989 0.096900000000000014 -0.087184999999999985 0.088055000000000008 -0.011639999999999998 -0.095479999999999982 -0.092459999999999987 -0.095049999999999982 0.089595000000000022 0.085235000000000019 0.066795000000000007 1.0000000180025095e-35 -0.079459999999999989 -0.011919999999999998 -0.077429999999999985 -0.08126499999999999 -0.072289999999999979 0.62940000000000007 0.51262000000000008 0.11361000000000002 -0.082594999999999988 -0.083344999999999989 0.090150000000000022 0.11803500000000001 0.084415000000000018 -0.082094999999999987 0.084885000000000002 0.086730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 6 -6 -4 -1 9 10 11 16 -13 -11 15 -15 -9 -10 -14 20 21 22 23 25 26 -19 -25 28 -24 -30
right_child=1 2 3 -5 5 -7 -8 8 17 13 -12 12 18 14 -16 -17 -18 19 -20 -21 -22 -23 27 24 -26 -27 -28 -29 29 -31
leaf_value=-3.3038303759743333e-07 1.3558028372528953e-06 -1.4303384355685013e-06 6.2077535744720081e-07 5.2457899768804896e-07 -4.9041093299300494e-07 1.0204777704963794e-07 2.4894197022976269e-08 -5.3710634860776897e-07 -5.230296949321201e-07 8.0412470500353572e-07 -8.0347508232438444e-07 1.0417843283073087e-06 4.1950592821748955e-07 -5.9964648443155969e-07 8.0680483983996967e-07 1.6130267012800581e-07 9.4818360147590811e-08 2.5804265155395059e-08 -2.518542496409776e-07 -4.5992174094067198e-07 4.0029404075880852e-07 -4.5953065940745381e-07 4.3252139337407864e-07 3.2400688126293095e-07 -3.7587703467406325e-07 -6.73558440396283e-07 1.0903632041195774e-06 -1.1291452164105765e-08 -1.3003253479837441e-07 -2.1645654655344515e-06
leaf_weight=30 20 20 20 28 28 38 22 29 21 30 33 23 24 30 25 34 28 841 23 20 21 22 41 33 21 21 28 1522 25 20
leaf_count=30 20 20 20 28 28 38 22 29 21 30 33 23 24 30 25 34 28 841 23 20 21 22 41 33 21 21 28 1522 25 20
internal_value=0 9.26533e-08 -6.92889e-08 1.30865e-07 2.87916e-08 -1.49298e-07 3.08647e-07 -5.54034e-09 -2.19719e-09 7.37973e-08 -6.99957e-08 1.20593e-07 4.03379e-07 2.67132e-07 8.61238e-08 -1.95392e-07 -2.26687e-07 -1.02406e-08 9.0968e-08 -6.12261e-09 -2.62512e-09 -5.91234e-09 -2.00184e-09 4.33111e-08 4.06451e-07 8.76643e-09 6.75777e-07 -2.86034e-08 -3.34985e-07 -1.03427e-06
internal_weight=0 176 156 136 108 66 42 2945 2915 279 160 127 70 119 89 64 57 2636 47 2615 2595 2574 2552 944 82 862 61 1608 86 45
internal_count=3121 176 156 136 108 66 42 2945 2915 279 160 127 70 119 89 64 57 2636 47 2615 2595 2574 2552 944 82 862 61 1608 86 45
is_linear=0
shrinkage=0.1


Tree=8957
num_leaves=31
num_cat=0
split_feature=1203 1 1185 399 1185 393 130 1185 43 129 394 131 1203 123 1212 403 1212 1212 1 1212 2 1212 42 1447 1447 43 160 1213 1213 1213
split_gain=1.89608e-10 3.64853e-10 3.5157e-10 2.18962e-10 1.84425e-10 2.27323e-10 4.14405e-10 2.00548e-10 3.15372e-10 3.146e-10 2.4694e-10 2.12973e-10 3.02211e-10 2.99164e-10 2.3127e-10 1.04644e-09 2.5284e-10 2.66483e-10 7.37776e-10 6.82845e-10 1.84504e-09 5.27228e-10 3.19074e-10 3.1258e-10 1.02389e-09 8.21002e-10 7.34885e-10 3.00213e-10 3.5655e-09 2.41056e-09
threshold=0.090185000000000001 0.08844500000000001 -0.093764999999999987 -0.065739999999999979 0.093750000000000014 0.09389500000000002 -0.077029999999999987 0.085600000000000009 -0.013024999999999998 -0.077709999999999987 -0.10421499999999999 0.13857500000000003 -1.0000000180025095e-35 0.11679000000000002 0.12472500000000002 -0.028309999999999998 0.11579500000000002 0.091580000000000009 0.080270000000000022 0.087615000000000012 0.084755000000000011 0.086995000000000017 0.087075000000000014 -0.086359999999999978 -0.084894999999999984 -0.072269999999999987 -0.090764999999999985 -0.084774999999999989 -0.090764999999999985 -0.074014999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 7 -7 9 -9 -4 -11 12 -12 14 16 -16 17 19 22 21 -21 23 -19 25 -25 26 -14 28 -26 -29
right_child=1 -3 4 -5 -6 6 -8 8 -10 10 11 -13 13 -15 15 -17 -18 18 -20 20 -22 -23 -24 24 27 -27 -28 29 -30 -31
leaf_value=-3.932851442463605e-07 2.182399305815529e-07 5.2336753000759026e-07 -2.8823878324146794e-07 -1.9246921559101794e-07 -2.8931213659110327e-07 -7.0156599107917833e-08 4.3489669476423043e-07 -6.251201709702677e-08 4.5568028899841314e-07 3.1062094967637679e-07 3.8465737326021101e-07 -3.2232568265672376e-07 -3.6317456488866427e-07 2.8094726899969346e-07 -1.8242901742571151e-07 6.9108668630709267e-07 -3.6761951861308261e-07 1.698085117966237e-07 6.6173271778521589e-07 -1.1271625024278365e-06 1.0478619743946271e-07 4.7864428994030694e-07 -3.4250412767278254e-07 -5.8196286663037004e-07 -1.0668197516208107e-07 6.1971699634812334e-07 2.9014562857001793e-07 -1.0881248126029928e-06 1.1426904230711037e-06 -1.1690004356511024e-08
leaf_weight=23 27 20 39 25 22 32 33 23 24 25 20 21 33 36 32 24 20 31 22 20 31 22 20 32 124 28 36 21 28 2227
leaf_count=23 27 20 39 25 22 32 33 23 24 25 20 21 33 36 32 24 20 31 22 20 31 22 20 32 124 28 36 21 28 2227
internal_value=0 1.6039e-07 -3.79372e-09 2.07836e-08 -8.3328e-10 1.27942e-09 1.86255e-07 -2.81157e-09 2.02097e-07 -6.14169e-09 -2.28547e-09 -5.05162e-09 -2.678e-09 -5.45758e-09 -9.20552e-09 1.91935e-07 -1.33851e-08 -1.07366e-08 1.777e-07 -1.60232e-08 -3.78331e-07 -8.77992e-09 -3.10984e-08 -1.30201e-08 -2.00412e-08 1.63016e-07 -2.23119e-08 -1.2549e-08 1.23466e-07 -2.17457e-08
internal_weight=0 72 3049 52 3026 3004 65 2939 47 2892 2853 2828 2807 2787 2751 56 2695 2675 73 2602 51 2551 51 2529 2432 97 69 2400 152 2248
internal_count=3121 72 3049 52 3026 3004 65 2939 47 2892 2853 2828 2807 2787 2751 56 2695 2675 73 2602 51 2551 51 2529 2432 97 69 2400 152 2248
is_linear=0
shrinkage=0.1


Tree=8958
num_leaves=31
num_cat=0
split_feature=132 394 15 0 16 49 1213 132 133 1204 1204 402 0 50 3 50 157 2 45 11 9 12 33 2 151 12 38 13 16 1
split_gain=1.77395e-10 6.07773e-10 4.49186e-10 2.53817e-10 3.53109e-10 4.62405e-10 2.21261e-10 3.7635e-10 3.59474e-10 2.06786e-10 2.01531e-10 8.1504e-10 8.77226e-10 1.7116e-10 7.02194e-10 1.03195e-09 2.07606e-09 5.04689e-10 3.34238e-10 9.5824e-10 3.01682e-10 7.03528e-10 5.64375e-10 2.1869e-10 2.70446e-10 2.06413e-10 2.45078e-10 2.49971e-10 5.92479e-10 1.97482e-09
threshold=-0.083449999999999983 0.12358500000000001 0.092400000000000024 -0.10224499999999999 -0.095094999999999985 0.097180000000000016 1.0000000180025095e-35 -0.1075 -0.27466499999999994 -0.084344999999999989 -0.079429999999999987 -0.092414999999999983 -0.082619999999999985 0.13060500000000003 0.10299500000000002 0.13767000000000004 -0.073574999999999988 0.095040000000000013 0.094030000000000016 -0.011194999999999998 0.092235000000000011 -1.0000000180025095e-35 -0.0066799999999999993 -0.045829999999999989 -0.059889999999999992 -0.14757499999999998 0.082490000000000022 -0.41572999999999993 -0.087484999999999993 0.10684
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 -5 6 7 8 -6 -8 11 -2 -13 18 15 17 -17 -15 19 -12 22 -22 -21 24 -24 -25 27 28 -27 -30
right_child=1 -3 -4 4 5 -7 9 -9 -10 -11 13 12 -14 14 -16 16 -18 -19 -20 20 21 -23 23 25 -26 26 -28 -29 29 -31
leaf_value=2.9272767040397629e-07 -3.2173788817792894e-07 5.3011055094678088e-07 -4.8602937488340107e-07 -4.3124537579449415e-07 2.6048540429959976e-07 4.0516307148085285e-07 -1.0185609937707342e-07 -4.8109559135558944e-07 -2.8731229235745563e-07 3.2238459795053133e-07 6.0083077458946618e-07 -2.9322914878835234e-09 8.9100824655339423e-07 2.3891641376394547e-09 6.5683055481713383e-07 -1.0910510744110979e-06 2.7586417527913911e-07 7.0429529755312529e-07 -4.0381858774535001e-07 4.5012955788416147e-07 -7.0984910479410249e-07 7.2666023664135506e-08 3.4109670922686879e-08 -2.4004913220671152e-07 -4.5728630754619346e-07 5.7121934878523461e-07 3.3806678981731936e-07 -1.0307710295102756e-08 6.2113442140798729e-07 -7.3460592489027485e-07
leaf_weight=21 22 22 25 24 23 22 27 29 25 20 26 23 21 20 20 20 25 21 21 27 20 27 21 37 24 25 21 2419 22 21
leaf_count=21 22 22 25 24 23 22 27 29 25 20 26 23 21 20 20 20 25 21 21 27 20 27 21 37 24 25 21 2419 22 21
internal_value=0 6.49962e-09 -8.74333e-08 -3.5261e-08 -7.57773e-08 -1.73442e-08 -9.23051e-08 -1.96668e-07 -2.48259e-08 7.86719e-08 2.50398e-09 1.75235e-07 4.23721e-07 -1.54296e-09 1.23115e-07 -1.00503e-09 -3.31654e-07 3.61902e-07 -6.41708e-09 -3.31469e-09 -9.21101e-09 -2.60319e-07 -4.70123e-09 -9.44271e-09 -2.27968e-07 -5.5788e-09 -2.11971e-09 -4.99221e-09 1.84099e-07 -4.09713e-08
internal_weight=0 2905 216 191 170 146 124 77 48 47 2883 66 44 2817 106 86 45 41 2711 2690 2664 47 2617 2590 45 2545 2508 2487 68 43
internal_count=3121 2905 216 191 170 146 124 77 48 47 2883 66 44 2817 106 86 45 41 2711 2690 2664 47 2617 2590 45 2545 2508 2487 68 43
is_linear=0
shrinkage=0.1


Tree=8959
num_leaves=31
num_cat=0
split_feature=11 142 13 457 47 1 10 47 159 3 13 2 2 1 1 151 2 2 52 3 15 12 12 402 51 1429 52 43 3 13
split_gain=1.99501e-10 1.82959e-10 1.972e-10 5.32348e-10 6.15877e-10 3.04745e-09 2.56497e-09 7.04279e-10 5.92156e-10 7.97053e-10 7.17452e-10 1.83762e-09 2.50255e-09 3.27369e-09 3.34356e-09 2.11196e-09 3.05661e-09 1.56544e-09 1.2598e-09 1.24847e-09 9.78892e-10 4.02065e-10 1.42792e-09 1.34615e-09 1.12341e-09 7.62923e-10 6.22737e-10 4.51463e-10 6.18114e-10 5.32816e-10
threshold=-0.072629999999999986 -0.057499999999999989 -0.0034749999999999994 -0.081454999999999986 0.094160000000000008 0.093205000000000024 -1.0000000180025095e-35 0.10648500000000001 0.10545500000000001 0.076840000000000006 0.0027400000000000007 0.11263500000000001 0.10644500000000001 0.094220000000000012 0.090475000000000014 -0.0077149999999999988 0.087750000000000009 0.12043500000000001 -0.065544999999999978 0.084940000000000015 0.084655000000000022 0.090345000000000023 0.092550000000000007 0.089785000000000018 0.078435000000000019 -0.054654999999999988 -0.54906499999999991 -0.50216499999999986 -0.11171999999999999 0.021350000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5 -7 10 -10 11 12 13 14 15 -8 19 -13 -15 20 -17 23 -23 24 -12 -24 -27 -28 -29 -30
right_child=1 2 3 4 5 7 8 -9 9 -11 21 17 -14 18 -16 16 -18 -19 -20 -21 -22 22 25 -25 -26 26 27 28 29 -31
leaf_value=-3.0718668832767956e-07 -2.8527864508667088e-07 -1.2935926018917179e-08 -4.2338675001474261e-07 -9.7373166352099352e-07 1.2223065521783819e-06 -5.3304193741610112e-07 -6.2696988098309703e-07 1.4434152312718875e-07 -1.1016051945155008e-08 -7.5587247408748234e-07 1.0655873843572365e-07 -1.04574583019712e-06 1.1206917899168425e-06 -9.3944290332122681e-08 1.5070348870662915e-06 7.8840458607611147e-07 1.135691919241278e-06 2.0543011885365562e-07 -1.1685692646778989e-06 -5.866030466242355e-07 -6.6878316395957429e-08 6.8377132854092296e-07 -5.9935305984026855e-07 -8.4871299825615341e-07 -6.8482733740757971e-07 4.8652836345094583e-07 4.0036382306820803e-07 -4.2236298878168993e-07 -2.9182487058900925e-07 1.4686837420130111e-07
leaf_weight=21 22 2116 24 25 26 20 25 66 51 20 123 20 33 24 23 23 37 20 20 23 32 34 20 22 21 28 23 39 38 102
leaf_count=21 22 2116 24 25 26 20 25 66 51 20 123 20 33 24 23 23 37 20 20 23 32 34 20 22 21 28 23 39 38 102
internal_value=0 2.07687e-09 4.13074e-09 4.16703e-08 5.35694e-08 2.73622e-07 2.37318e-08 -1.31895e-08 5.48636e-08 -2.20835e-07 8.16781e-08 2.07357e-07 3.11943e-07 1.83012e-07 3.89629e-07 2.06055e-07 3.87147e-07 -4.20158e-07 -5.8241e-07 3.20683e-08 2.90785e-07 3.47792e-09 7.57444e-08 -1.20159e-07 -8.85173e-09 -6.94731e-09 4.45662e-08 -1.66958e-08 -7.02845e-08 2.77945e-08
internal_weight=0 3100 3078 962 938 112 826 86 801 71 730 280 240 207 163 140 115 40 44 78 55 450 284 166 144 250 230 202 179 140
internal_count=3121 3100 3078 962 938 112 826 86 801 71 730 280 240 207 163 140 115 40 44 78 55 450 284 166 144 250 230 202 179 140
is_linear=0
shrinkage=0.1


Tree=8960
num_leaves=31
num_cat=0
split_feature=43 130 42 39 16 42 12 154 157 1429 52 1 42 43 159 13 12 12 159 1 159 159 159 12 13 49 15 52 12 1447
split_gain=1.82983e-10 3.42441e-10 3.40521e-10 1.99753e-10 3.2134e-10 2.75728e-10 1.79297e-09 2.58374e-10 4.60707e-10 5.57457e-10 3.11969e-10 9.71598e-10 1.2251e-09 8.72041e-10 5.14975e-10 9.93699e-10 3.98868e-10 1.18472e-09 5.29564e-10 3.63585e-09 5.99559e-09 1.72252e-09 1.03725e-09 5.4494e-10 5.15539e-10 7.29321e-10 1.10104e-09 3.95269e-10 1.37968e-09 7.69964e-10
threshold=-0.53814999999999991 -0.22699999999999995 0.15432000000000004 0.11365500000000002 0.0057500000000000008 -0.23037499999999997 0.090695000000000012 0.085530000000000009 0.63604500000000008 0.11475 0.5140450000000002 0.10205500000000002 0.089015000000000025 -0.077044999999999988 -0.41906499999999997 -0.077944999999999987 0.11351500000000002 0.11527000000000001 -0.092414999999999983 0.092945000000000014 -0.10909999999999999 -0.088129999999999986 -0.085179999999999992 0.087535000000000016 -0.051094999999999995 0.10084500000000002 -0.074054999999999996 0.26746000000000009 0.089005000000000015 -0.086279999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 8 9 10 14 12 13 -12 15 -7 18 -18 19 20 23 -20 -23 -16 -19 26 -26 29 -29 -24
right_child=1 2 -4 4 -6 7 -8 -9 -10 -11 11 -13 -14 -15 16 -17 17 24 21 -21 -22 22 27 -25 25 -27 -28 28 -30 -31
leaf_value=2.3422972572695997e-07 -3.7876616545418077e-07 9.4021155177870247e-07 3.6800066141040591e-07 3.2598787136350892e-08 -5.1013682494271967e-07 1.9024970943822457e-07 -3.6801927323763683e-07 3.5511736285798178e-07 -4.8384467390860672e-07 3.9443767146199861e-07 8.1540845671539019e-08 7.2111994739998411e-07 5.2051550636196434e-07 -8.3082042365845157e-07 3.0129004244372484e-07 -6.451876072333108e-07 -8.2968710691365346e-07 3.303435736004953e-07 -8.8853517158068751e-07 -8.0139556780741613e-07 1.8406325805244705e-06 5.7505248381887451e-07 4.4627620033117255e-07 -3.4104735269530857e-07 6.1472807828977242e-07 -6.404123402479974e-07 -3.4315292452902212e-07 -8.1726415583734023e-07 1.0963401456094636e-07 -7.4996474428567663e-09
leaf_weight=33 24 20 25 24 20 24 22 20 20 35 22 24 26 20 25 35 23 28 22 26 25 31 38 28 20 23 30 26 42 2340
leaf_count=33 24 20 25 24 20 24 22 20 20 35 22 24 26 20 25 35 23 28 22 26 25 31 38 28 20 23 30 26 42 2340
internal_value=0 -2.50203e-09 4.4521e-10 -2.57844e-09 -2.14099e-07 5.2904e-10 2.54948e-07 -3.08951e-09 -5.53211e-09 -2.24812e-09 -7.07231e-09 1.74106e-07 -1.89575e-08 -3.52917e-07 -1.30552e-08 -3.05349e-07 -6.73132e-09 -1.81957e-07 1.61598e-09 2.22716e-07 5.64086e-07 -7.58546e-09 2.38881e-10 -3.8058e-08 -3.44544e-08 -1.74377e-07 3.99995e-08 -7.04616e-09 -2.44768e-07 -2.48393e-10
internal_weight=0 3088 3064 3039 44 2995 42 2953 2933 2913 2878 92 68 42 2786 59 2727 124 2603 104 78 2499 2477 53 101 73 50 2446 68 2378
internal_count=3121 3088 3064 3039 44 2995 42 2953 2933 2913 2878 92 68 42 2786 59 2727 124 2603 104 78 2499 2477 53 101 73 50 2446 68 2378
is_linear=0
shrinkage=0.1


Tree=8961
num_leaves=31
num_cat=0
split_feature=11 45 46 1429 156 1429 31 34 12 9 10 10 4 2 97 131 131 1447 4 131 3 43 484 15 131 1212 131 42 481 484
split_gain=1.6073e-10 1.73665e-10 8.92167e-10 2.63157e-10 5.6856e-10 2.93508e-10 1.74716e-10 4.34158e-10 1.35961e-09 5.01558e-10 1.25998e-09 7.63777e-10 5.71827e-09 4.16873e-10 2.47739e-10 1.75054e-10 2.7861e-09 1.48848e-09 2.51946e-09 1.00164e-09 6.81637e-10 1.17379e-09 6.74531e-10 2.4442e-09 7.69395e-10 8.63509e-10 1.08008e-09 1.02554e-09 6.38958e-10 2.07481e-09
threshold=-0.072629999999999986 0.084355000000000013 0.10253500000000002 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 -0.082169999999999979 -0.057544999999999992 -0.07415999999999999 0.091600000000000015 0.094860000000000014 -0.0093599999999999985 0.053180000000000012 -0.055814999999999997 -0.083614999999999981 0.092000000000000012 0.09055500000000001 0.059120000000000013 -0.0078799999999999981 0.089915000000000009 -0.071799999999999989 -0.052894999999999991 -0.017214999999999998 0.093575000000000019 0.13695500000000002 0.087505000000000013 0.10100500000000001 -0.087299999999999975 -0.087424999999999989 -0.08212499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 14 8 -8 11 -11 12 -9 -13 -7 16 17 19 -19 28 22 -22 -17 24 25 26 27 -24 29 -15
right_child=1 2 -4 4 -6 6 7 9 -10 10 -12 13 -14 15 -16 20 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.7571807460649977e-07 -3.6264249075657063e-07 7.0071868037757671e-07 -1.7376068370822397e-07 -3.7478586380400104e-07 5.3270700504981506e-07 2.0458944418435381e-08 -1.4806004801044014e-07 -4.4191618444853831e-07 9.0847365104959218e-07 -9.271189446735662e-07 1.2009072897264426e-07 -4.1016061095433546e-07 1.5878607514522352e-06 7.1348565042658164e-08 -4.2615937630948198e-07 4.7207870655559723e-07 -1.0386419749973077e-06 1.4027395508264818e-06 -1.6553231352829591e-07 6.2141914366975475e-07 7.5910408103187803e-07 -1.4353181927617699e-07 9.9664688981704339e-07 -9.8950963160859837e-07 6.3151566481998271e-07 -4.7058707581747897e-07 -1.4207352680983831e-07 1.360269758758174e-07 -6.1985156698770997e-09 -1.1412999162376178e-06
leaf_weight=21 20 20 28 21 20 27 29 35 21 20 27 25 23 43 23 27 26 20 21 25 34 25 20 25 21 33 84 45 2291 21
leaf_count=21 20 20 28 21 20 27 29 35 21 20 27 25 23 43 23 27 26 20 21 25 34 25 20 25 21 33 84 45 2291 21
internal_value=0 1.87288e-09 1.90606e-07 -1.0954e-09 1.28948e-09 -2.23919e-09 3.76485e-10 3.52783e-09 2.95684e-07 -1.52503e-09 -3.2553e-07 3.82949e-09 3.62995e-07 -3.64776e-09 -1.84985e-07 3.30854e-11 -8.9868e-09 2.07104e-09 5.99478e-07 -8.22043e-09 7.0325e-08 3.76631e-07 -5.45823e-10 -5.65145e-08 5.83864e-08 -7.74395e-09 9.47649e-08 4.00833e-07 -1.49045e-08 -3.26552e-07
internal_weight=0 3100 48 3052 3032 3012 2991 2941 50 2891 47 2844 58 2786 50 2761 2447 2421 41 2380 314 59 255 228 203 182 149 65 2355 64
internal_count=3121 3100 48 3052 3032 3012 2991 2941 50 2891 47 2844 58 2786 50 2761 2447 2421 41 2380 314 59 255 228 203 182 149 65 2355 64
is_linear=0
shrinkage=0.1


Tree=8962
num_leaves=31
num_cat=0
split_feature=1429 156 3 3 11 2 4 3 15 15 15 15 3 15 52 1210 131 15 1447 160 160 52 3 1 0 42 3 42 2 15
split_gain=1.8252e-10 5.0631e-10 2.9209e-10 6.51969e-10 1.23151e-09 7.28031e-10 7.30229e-10 3.0647e-10 2.99033e-10 1.4136e-09 9.63606e-10 1.25033e-09 8.00613e-10 5.74496e-10 1.42155e-09 5.43953e-10 6.65641e-10 2.68634e-09 1.81171e-09 1.30319e-09 1.47976e-09 4.36034e-10 1.01328e-09 8.6444e-10 1.22598e-09 1.45245e-09 1.18822e-09 6.54818e-10 9.91869e-10 3.49136e-10
threshold=-0.23587499999999997 0.3248100000000001 -0.16726499999999997 -0.24190499999999995 0.092630000000000018 0.10467500000000002 -0.35136499999999998 -0.15713499999999997 0.094425000000000023 0.095575000000000007 0.092400000000000024 0.091915000000000011 -0.080104999999999996 0.090750000000000011 0.092320000000000013 -0.061049999999999993 0.09055500000000001 0.11842000000000001 1.0000000180025095e-35 -0.53327999999999987 -0.11922499999999998 0.11125500000000001 -0.073309999999999986 0.094385000000000011 -0.082284999999999983 0.089015000000000025 -0.072624999999999981 0.11839500000000001 0.10060500000000001 0.089740000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -4 10 -10 11 13 -12 29 -15 -11 18 -18 19 -17 -21 23 -23 24 -22 -26 -27 28 -25 -9
right_child=1 -3 7 4 -6 6 -8 8 9 15 12 -13 -14 14 -16 16 17 -19 -20 20 21 22 -24 27 25 26 -28 -29 -30 -31
leaf_value=2.691159922960651e-07 3.9930263206453835e-07 -5.0368988809168517e-07 -2.8404797084919828e-07 7.5271914283803205e-07 -1.1762562641298905e-07 -6.6092921963445404e-07 1.1131020798416104e-07 -1.0555802440294211e-08 7.1598324709043486e-07 -4.4785939409215958e-07 -7.8987337368399226e-07 7.4511431090617077e-07 -2.5673324389484918e-08 -7.3403195423626296e-07 2.975980407882162e-07 -6.7852851410189831e-07 3.8694766146818438e-07 -1.1679498051364591e-06 1.0277966322291832e-06 8.5479328646442811e-07 -2.5641726856056943e-07 -5.6758582800017282e-07 2.1642680092526234e-07 -7.3743158129754449e-07 -2.9469270480654412e-08 1.4667283808833532e-06 3.8973026450083215e-07 3.3739466832827251e-07 1.4884489655494928e-07 2.46668339100977e-07
leaf_weight=25 23 20 39 37 29 25 24 2313 32 23 29 22 26 34 22 23 25 20 20 24 27 34 32 28 27 20 21 20 23 54
leaf_count=25 23 20 39 37 29 25 24 2313 32 23 29 22 26 34 22 23 25 20 20 24 27 34 32 28 27 20 21 20 23 54
internal_value=0 -2.17235e-09 1.08849e-09 1.43273e-07 3.70295e-07 -6.48309e-08 -2.82689e-07 -5.59001e-09 -1.84394e-09 7.85493e-08 -1.46747e-08 -5.36315e-09 -4.28615e-07 -1.21772e-08 -3.28749e-07 2.29692e-08 5.4449e-08 -3.04118e-07 1.08414e-07 4.25084e-08 1.07289e-07 2.9961e-08 -1.87458e-07 1.16405e-07 3.13684e-07 5.40048e-07 9.15095e-07 -1.4756e-07 -3.37738e-07 -4.68757e-09
internal_weight=0 3096 3076 138 66 72 49 2938 2899 399 2500 2445 55 2423 56 367 344 45 299 279 256 232 66 166 95 68 41 71 51 2367
internal_count=3121 3096 3076 138 66 72 49 2938 2899 399 2500 2445 55 2423 56 367 344 45 299 279 256 232 66 166 95 68 41 71 51 2367
is_linear=0
shrinkage=0.1


Tree=8963
num_leaves=31
num_cat=0
split_feature=105 34 34 34 33 1 15 142 45 2 1429 16 12 472 1429 4 4 2 157 1456 483 42 48 0 124 0 42 16 13 151
split_gain=1.75737e-10 3.67319e-10 3.19391e-10 4.62019e-10 5.98294e-10 1.67796e-10 5.35419e-10 2.23076e-10 3.4954e-10 1.09813e-09 3.78503e-10 4.35141e-10 2.84226e-09 1.3172e-09 2.79533e-10 2.42529e-10 2.27691e-09 1.59162e-09 8.98859e-10 6.34954e-10 7.20293e-10 5.78249e-10 7.44293e-10 8.33049e-10 7.29723e-10 5.26923e-10 7.07691e-10 7.03983e-10 4.88432e-10 4.77325e-10
threshold=0.079510000000000011 -0.08786999999999999 -0.083689999999999987 -0.057544999999999992 -1.0000000180025095e-35 0.16540500000000002 -0.56020999999999987 -0.057499999999999989 0.083445000000000005 0.11389000000000002 -0.23587499999999997 0.63636000000000015 0.090695000000000012 -0.15279499999999999 0.11635000000000001 0.056795000000000005 0.053180000000000012 -1.0000000180025095e-35 0.10119000000000002 -0.077604999999999993 -0.066709999999999978 0.088295000000000012 -0.072824999999999987 -0.21861499999999998 0.0026500000000000004 -0.071339999999999987 0.092620000000000022 -0.16927999999999996 -0.07743499999999999 0.056735000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -8 10 -10 -9 13 -13 -12 15 16 17 -15 19 -17 -21 22 -22 -24 25 26 -23 -28 -27 -19
right_child=-2 2 3 4 5 -7 7 8 9 -11 11 12 -14 14 -16 18 -18 29 -20 20 21 24 23 -25 -26 28 27 -29 -30 -31
leaf_value=3.9191523857340373e-07 -2.5401413718437081e-07 -3.3112113709323462e-07 3.8029368933933941e-07 -5.4681904487097205e-07 -4.7054604109438475e-07 2.7101116018002358e-07 3.2094041848360822e-07 4.2858478785828561e-07 -8.2566457109578546e-07 1.7763751844294502e-07 7.9649514943758696e-07 4.499937190871606e-07 -1.1236040722001855e-06 8.6800507931781935e-07 -3.1866744389272182e-07 -4.3303672770081098e-07 -8.9032742680266328e-07 -1.6288520142302432e-08 7.2231626603525e-07 6.3805431734311109e-07 -3.3359419475686992e-07 -4.3999707566300117e-07 7.0344363149598839e-07 1.1829379312414597e-07 4.4699258396684899e-07 -8.878192106335932e-08 -9.4168422582155708e-08 5.8100822644993735e-07 -7.1363361763391809e-07 2.2547952849048244e-07
leaf_weight=24 27 29 32 20 24 23 22 21 20 24 21 24 22 21 27 27 29 2079 20 21 32 32 27 246 21 22 47 23 29 85
leaf_count=24 27 29 32 20 24 23 22 21 20 24 21 24 22 21 27 27 29 2079 20 21 32 32 27 246 21 22 47 23 29 85
internal_value=0 2.21992e-09 -8.26562e-10 2.32324e-09 -1.69639e-09 1.95114e-09 -1.35302e-10 3.70217e-09 1.31202e-09 -2.78409e-07 5.59148e-09 2.48015e-09 -3.02597e-07 7.47606e-09 1.53295e-09 4.66421e-09 -1.00675e-08 1.61558e-09 6.42913e-08 3.93188e-08 6.4826e-08 3.96949e-08 1.22683e-07 1.76166e-07 -1.05772e-07 -1.81642e-07 -5.0418e-08 1.27675e-07 -4.4409e-07 -6.79209e-09
internal_weight=0 3094 3070 3041 3009 2989 2966 2942 2920 44 2876 2855 46 2809 2788 2761 2214 2185 547 527 500 479 305 273 174 153 102 70 51 2164
internal_count=3121 3094 3070 3041 3009 2989 2966 2942 2920 44 2876 2855 46 2809 2788 2761 2214 2185 547 527 500 479 305 273 174 153 102 70 51 2164
is_linear=0
shrinkage=0.1


Tree=8964
num_leaves=31
num_cat=0
split_feature=120 483 483 482 42 482 2 13 1455 482 159 13 33 154 157 157 52 3 52 52 475 49 156 157 151 1374 457 151 156 156
split_gain=1.71966e-10 4.01366e-10 1.62823e-09 7.26123e-10 2.47623e-09 9.22313e-10 9.71e-10 7.9892e-10 6.4196e-10 4.1138e-10 7.12541e-10 3.69456e-10 3.36719e-10 2.36074e-10 3.37233e-10 2.96942e-10 3.24036e-10 9.91655e-10 3.82462e-10 4.07473e-10 5.68462e-10 4.97889e-10 3.13333e-10 2.02177e-09 1.31083e-09 8.27629e-10 1.34878e-09 6.78122e-10 6.26059e-10 2.59688e-09
threshold=0.09852000000000001 0.10083000000000002 0.10357500000000001 0.089605000000000018 0.089390000000000011 0.081345000000000015 0.09580000000000001 -0.082904999999999993 -0.076939999999999995 0.11191500000000001 -0.071469999999999992 -0.020934999999999999 -0.018454999999999996 0.084190000000000001 0.63604500000000008 0.39282000000000006 -0.56368999999999991 -0.086274999999999977 -0.55692499999999978 -0.55061999999999989 0.058495000000000012 0.089215000000000017 0.08759500000000002 -0.086244999999999988 -0.085224999999999981 0.088460000000000011 -0.084684999999999996 -0.53100499999999984 0.09747500000000002 0.092385000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 7 12 -7 -5 -4 10 -10 -9 -1 14 15 16 17 -14 -18 -20 22 -22 25 -24 -25 27 -27 -21 29 -26
right_child=-2 2 8 4 -6 6 -8 11 9 -11 -12 -13 13 -15 -16 -17 18 -19 19 20 21 -23 23 24 28 26 -28 -29 -30 -31
leaf_value=4.0374943338861158e-07 -2.7242568579743459e-07 1.0019570405006563e-06 4.1860435171514612e-07 -3.659060114014068e-07 -1.181330977542332e-06 5.4023558019246275e-08 8.8478926206410821e-07 6.0841647652409848e-07 3.7402141153108917e-07 -4.3826195844386667e-07 -2.7037568866557492e-07 7.8673372578513016e-09 -7.3069649317858423e-07 3.1823483807742875e-07 -4.1978324816227541e-07 3.6693145050646438e-07 4.0905851015147414e-07 2.3210231219650271e-07 -4.0354990547852005e-07 -5.1708707207336163e-07 6.3127430394160911e-07 -3.2382152994614443e-08 -8.7458936865727399e-07 6.7122470431968407e-07 8.026202699085162e-08 -1.0166267801733655e-07 1.0330052979412585e-06 -3.4932597872357151e-09 6.8878971851668062e-08 -1.2036590906669301e-06
leaf_weight=20 23 20 32 32 23 34 24 20 32 26 37 21 23 22 20 21 22 20 26 26 26 20 31 25 50 22 20 2289 91 23
leaf_count=20 23 20 32 32 23 34 24 20 32 26 37 21 23 22 20 21 22 20 26 26 26 20 31 25 50 22 20 2289 91 23
internal_value=0 2.02491e-09 1.63296e-07 -6.00857e-09 -2.76521e-07 3.08748e-09 3.97789e-07 8.5555e-09 3.12229e-08 -9.92634e-08 2.84751e-08 3.00818e-07 -5.09724e-09 -8.04176e-09 -1.06472e-08 -7.65538e-09 -1.05538e-08 -2.82883e-07 -6.16962e-09 -9.6181e-09 -5.71332e-09 3.42728e-07 -1.19331e-08 -1.26067e-07 -3.29341e-09 -1.27994e-09 4.38655e-07 -9.26148e-09 -1.06116e-07 -3.24261e-07
internal_weight=0 3098 147 2951 96 2855 58 73 127 95 69 41 2797 2777 2755 2735 2714 43 2671 2649 2623 46 2577 220 189 2357 42 2315 164 73
internal_count=3121 3098 147 2951 96 2855 58 73 127 95 69 41 2797 2777 2755 2735 2714 43 2671 2649 2623 46 2577 220 189 2357 42 2315 164 73
is_linear=0
shrinkage=0.1


Tree=8965
num_leaves=31
num_cat=0
split_feature=421 9 2 33 9 147 448 104 34 46 46 1426 1426 3 2 52 0 16 1428 147 147 15 15 15 15 12 15 3 52 131
split_gain=1.93825e-10 3.7567e-10 5.02534e-10 4.31805e-10 3.20249e-10 2.98382e-10 4.19911e-10 1.86075e-10 2.41051e-10 1.90509e-10 1.8066e-10 2.72085e-10 2.33173e-10 2.12753e-10 5.56114e-10 8.43714e-10 7.65209e-10 9.17591e-10 3.32258e-10 3.22069e-10 3.35945e-10 2.85415e-10 9.18499e-10 7.30378e-10 1.09565e-09 7.85505e-10 7.22689e-10 1.611e-09 5.33341e-10 1.50888e-09
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 -0.009184999999999997 0.086220000000000005 0.097985000000000017 1.0000000180025095e-35 0.088500000000000009 -0.085644999999999985 0.10987500000000001 0.083550000000000013 -0.094284999999999994 -0.068029999999999993 -0.16726499999999997 0.10467500000000002 -1.0000000180025095e-35 0.12445000000000002 0.62925500000000012 0.090025000000000008 0.090115000000000015 0.087070000000000022 0.094425000000000023 0.095575000000000007 0.092400000000000024 0.091650000000000023 0.091840000000000019 0.090750000000000011 -0.083489999999999995 0.5140450000000002 0.09055500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 -5 10 11 -10 -13 14 15 -14 17 -16 19 20 21 23 -23 24 26 -25 -15 -28 29 -24
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 -12 12 13 18 16 -17 -18 -19 -20 -21 -22 22 28 25 -26 -27 27 -29 -30 -31
leaf_value=-3.1031133971737292e-07 -3.9312496125733429e-07 -1.0069039035442985e-08 6.6244878951238215e-07 3.1682356649298526e-07 4.0022191001298783e-07 -2.7970331230090109e-07 4.2792514803928186e-07 -2.8434174907943089e-07 3.4902460790611013e-07 3.0616283709150593e-07 -2.8268264791766184e-07 -2.9648034190662054e-07 -1.4972213775655249e-08 -1.4764072335996113e-08 5.8487676939072191e-07 8.9256620640298932e-07 -4.4521404508454258e-07 -2.8957100377218536e-07 3.7148607526165986e-07 -3.4759590883075885e-07 3.5103354878611544e-07 5.739330472317417e-07 5.933313102964805e-08 9.7089161345463385e-08 5.6603596512161401e-07 -6.8078014458157725e-07 1.1490395331966634e-07 -1.0627036831898469e-06 4.4889066101758446e-07 -6.5442241371942365e-07
leaf_weight=20 28 25 20 24 20 38 23 23 22 20 23 27 21 2097 28 20 28 21 23 28 26 33 289 21 32 34 26 21 27 33
leaf_count=20 28 25 20 24 20 38 23 23 22 20 23 27 21 2097 28 20 28 21 23 28 26 33 289 21 32 34 26 21 27 33
internal_value=0 1.99895e-09 2.88828e-07 -2.22464e-09 1.39003e-09 -1.26178e-09 2.30077e-09 -1.02103e-09 1.20755e-09 -1.40445e-09 -3.54033e-09 -1.29312e-09 -4.01164e-09 -1.19944e-09 1.30224e-07 4.27729e-07 -2.81875e-08 2.10113e-07 -6.9645e-09 -1.02282e-08 -6.64873e-09 -1.02078e-08 6.96628e-08 -2.38835e-08 -1.47869e-08 -3.83776e-07 -2.34559e-08 -4.11261e-07 2.1981e-08 -1.38157e-08
internal_weight=0 3101 45 3056 3028 3008 2970 2947 2924 2900 2880 2857 2835 2808 118 41 77 49 2690 2667 2639 2613 382 2231 2176 55 2144 47 349 322
internal_count=3121 3101 45 3056 3028 3008 2970 2947 2924 2900 2880 2857 2835 2808 118 41 77 49 2690 2667 2639 2613 382 2231 2176 55 2144 47 349 322
is_linear=0
shrinkage=0.1


Tree=8966
num_leaves=31
num_cat=0
split_feature=34 131 131 160 1447 480 129 42 42 481 13 13 481 481 42 484 159 13 12 131 4 13 1186 16 481 481 132 2 1 1
split_gain=1.85974e-10 1.81612e-10 1.63923e-09 1.04894e-09 1.04191e-09 2.30317e-09 5.60244e-10 1.17111e-09 6.7791e-10 5.20838e-10 1.42175e-09 2.68322e-09 5.56529e-10 6.19976e-10 3.78894e-10 4.41399e-10 8.52792e-10 4.0013e-10 4.61984e-10 3.45925e-10 2.97665e-10 4.54662e-10 3.21977e-10 3.0277e-10 2.83552e-10 3.45288e-10 2.8349e-10 1.39964e-09 2.64511e-09 9.86416e-10
threshold=-0.10561499999999999 0.090690000000000007 0.090150000000000022 -0.4136149999999999 0.059120000000000013 0.081520000000000023 0.080675000000000011 -0.092459999999999987 -0.088934999999999986 -0.087424999999999989 -0.08645499999999999 -0.080759999999999985 -0.085629999999999984 -0.08347499999999998 -0.082179999999999989 -0.017214999999999998 -1.0000000180025095e-35 -0.085584999999999981 -0.07415999999999999 0.089255000000000015 -0.014149999999999998 -0.068269999999999983 -1.0000000180025095e-35 0.26435500000000006 -0.081334999999999977 -0.078899999999999984 0.082150000000000015 0.090050000000000005 1.0000000180025095e-35 0.10672000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 9 -6 7 -5 -9 10 -2 -12 -11 -14 -10 -16 -17 -18 -19 24 22 -22 -20 -24 -15 -26 -27 28 -28 -29
right_child=1 3 -4 6 5 -7 -8 8 14 12 11 -13 13 19 15 16 17 18 20 -21 21 -23 23 -25 25 26 27 29 -30 -31
leaf_value=-2.326010071923894e-07 3.6848763700262405e-07 7.0771383301841228e-07 -8.1236807488949128e-07 7.3652963627305716e-07 -2.6662189839044004e-07 1.2328213491249093e-06 -3.678384075556096e-07 -4.9941777149342668e-07 4.4351645061871514e-07 4.0872412942903655e-07 -1.3628484460379855e-06 1.4864994009045064e-07 -5.3314873453432066e-07 3.3156290487568186e-07 3.4665136045727456e-07 -6.258051981107698e-07 3.1727591916909987e-07 -4.8982215901105523e-07 1.5217380980711175e-07 3.8606016257448497e-07 4.8385776886103064e-07 -9.6874099579753633e-08 -5.6619574877458951e-07 -2.2540686066869448e-08 -4.207360521490955e-07 4.9770009765114902e-09 -1.4215405584766792e-06 3.0428605973797929e-07 1.307564280464051e-07 -3.3891721380697212e-07
leaf_weight=34 23 24 25 24 20 21 33 24 23 33 23 24 22 25 35 22 39 20 28 23 28 26 20 21 20 2315 21 64 23 38
leaf_count=34 23 24 25 24 20 21 33 24 23 33 23 24 22 25 35 22 39 20 28 23 28 26 20 21 20 2315 21 64 23 38
internal_value=0 2.56004e-09 -6.34944e-09 6.85921e-08 1.12754e-09 5.01386e-07 2.38723e-08 6.55705e-08 9.26623e-09 -6.60063e-09 -2.75753e-07 -5.91019e-07 6.90641e-10 -4.58772e-09 5.58632e-08 1.85577e-08 -3.77329e-08 3.33528e-08 -4.40808e-08 1.02777e-11 2.83975e-08 2.04246e-07 -1.09223e-07 -2.87738e-07 -3.53288e-09 -6.9095e-09 -3.54642e-09 -1.38695e-07 -6.10113e-07 6.46613e-08
internal_weight=0 3087 2720 367 2695 41 343 310 286 2654 70 47 2584 2551 262 239 204 182 143 2529 123 54 69 41 2506 2481 2461 146 44 102
internal_count=3121 3087 2720 367 2695 41 343 310 286 2654 70 47 2584 2551 262 239 204 182 143 2529 123 54 69 41 2506 2481 2461 146 44 102
is_linear=0
shrinkage=0.1


Tree=8967
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 12 42 52 13 403 1209 1348 448 483 15 15 484 131 481 42 160 52 52 401 1213 3 1 1212 1211 15
split_gain=1.68221e-10 5.11489e-09 3.15187e-09 5.72197e-10 2.5032e-10 2.11978e-10 2.60283e-10 5.5447e-10 5.2901e-10 3.32315e-10 2.08815e-10 1.78797e-10 3.48674e-10 2.5593e-10 1.9769e-10 1.3174e-09 7.05354e-10 1.46733e-09 1.98676e-09 1.43259e-09 8.33725e-10 6.40011e-10 7.82428e-10 2.1995e-09 1.13976e-09 5.79626e-10 9.7286e-10 4.45802e-10 4.72994e-10 2.88329e-10
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.081079999999999985 0.11527000000000001 -0.021469999999999996 0.090645000000000017 -0.0018299999999999998 -0.07687999999999999 0.085415000000000005 0.095915000000000014 0.056825000000000007 -0.47522499999999995 0.095175000000000023 0.096055000000000015 -0.017214999999999998 0.09055500000000001 -0.0050099999999999988 0.096235000000000015 -0.43215499999999996 0.15116000000000002 0.10263500000000002 -1.0000000180025095e-35 -0.018814999999999995 -0.078084999999999988 0.096125000000000016 0.12799000000000002 0.10326000000000002 0.090750000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 10 6 7 8 -1 -8 -4 12 13 -6 27 -16 19 18 -18 -17 -20 22 24 -24 -22 -26 -27 28 29 -15
right_child=2 -3 4 -5 11 -7 9 -9 -10 -11 -12 -13 -14 14 15 16 17 -19 20 -21 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-4.8914942419247857e-08 -1.1987750047575736e-06 1.5684598135326917e-06 3.613120673305405e-07 -5.8002652025379576e-07 -3.4199409410265704e-07 2.8248924949924091e-07 -5.8636221322084064e-08 1.6491855122170916e-07 -7.1345123478749887e-07 3.9056372602515141e-07 -4.3742454778339384e-08 -2.9208752634769468e-07 4.0673828444986224e-07 -2.2609220808725811e-09 8.3831411291698943e-07 -9.7384992159277325e-08 7.4631093152025389e-07 -6.2695835788340943e-07 -6.2196089505306424e-07 9.7274346031058085e-07 6.9985253281115351e-07 5.1074873423121152e-07 -1.1973974122270193e-06 2.3649591619924533e-07 2.7008933525252135e-07 -7.4208408204867742e-07 4.2384089870858782e-08 -3.9956461814301355e-07 3.8945363653416131e-07 -1.6598945579296691e-07
leaf_weight=23 22 21 35 20 22 21 58 28 25 23 20 21 21 2233 21 29 35 37 24 22 23 22 20 23 32 25 43 29 30 113
leaf_count=23 22 21 35 20 22 21 58 28 25 23 20 21 21 2233 21 29 35 37 24 22 23 22 20 23 32 25 43 29 30 113
internal_value=0 8.45108e-08 -6.3792e-09 -7.28778e-08 2.72938e-09 -1.58948e-08 -5.5806e-08 -1.88732e-07 -3.95028e-07 6.89144e-08 2.1402e-07 -1.38423e-09 7.92932e-10 -2.27026e-09 4.36707e-10 6.99858e-08 2.1822e-08 -3.96684e-08 4.83062e-08 3.64239e-07 -6.69304e-08 3.92453e-09 -6.32449e-08 -4.30431e-07 6.5121e-08 -8.08673e-08 -2.46023e-07 -9.8583e-09 -5.10178e-09 -1.01472e-08
internal_weight=0 219 2902 198 2880 178 157 76 48 81 55 2825 2804 2783 2761 356 335 284 247 51 212 188 166 43 123 100 68 2405 2376 2346
internal_count=3121 219 2902 198 2880 178 157 76 48 81 55 2825 2804 2783 2761 356 335 284 247 51 212 188 166 43 123 100 68 2405 2376 2346
is_linear=0
shrinkage=0.1


Tree=8968
num_leaves=31
num_cat=0
split_feature=448 0 46 1456 3 154 97 374 33 11 33 474 474 16 16 1 3 9 16 456 51 480 456 16 456 159 159 1447 0 16
split_gain=1.77903e-10 3.70905e-10 1.62943e-10 2.56915e-10 4.30132e-10 2.47625e-10 3.20983e-10 4.26938e-10 3.13892e-10 3.24376e-10 2.8128e-10 2.74505e-10 2.36836e-10 2.19254e-10 2.15995e-09 1.25834e-08 1.09447e-08 2.70696e-09 1.67779e-09 7.35019e-10 1.21852e-09 7.94176e-10 6.06284e-10 6.961e-10 6.78264e-10 5.5233e-10 1.42884e-09 2.28967e-09 2.47853e-09 1.51652e-09
threshold=0.068920000000000023 -0.26609999999999995 0.084955000000000017 0.11253500000000001 -0.065229999999999996 0.084190000000000001 -0.086464999999999986 0.08987500000000001 0.085305000000000006 -0.011194999999999998 -0.009184999999999997 -0.45463999999999999 -0.23025999999999996 -0.040964999999999994 -0.056919999999999991 0.092945000000000014 -0.06977499999999999 0.09055500000000001 -0.062804999999999986 0.088285000000000016 -0.020454999999999997 0.11387000000000001 0.085800000000000015 0.10246000000000001 0.03981500000000001 -0.015149999999999999 -0.025879999999999997 -0.086279999999999982 -0.086234999999999992 -0.007794999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 8 9 -8 -11 -12 -13 14 17 16 -16 18 -14 21 -21 22 24 -24 25 26 27 -15 -29 -30
right_child=-2 2 -4 4 -6 -7 7 -9 -10 10 11 12 13 19 15 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=4.1106045952946346e-07 -2.9728901651537853e-07 -3.9200149980648093e-07 2.0478755656863781e-07 1.9901937164945596e-08 -5.8729241857236059e-07 3.2696193384056287e-07 3.8275694836639476e-07 3.6950090317634846e-07 -2.853712910695532e-07 -3.2393959025335388e-07 -3.5149680002177778e-07 3.1591037489657009e-07 3.1625355966087265e-09 -8.6815696468315426e-07 2.0787807301303476e-07 -1.5520043365313541e-06 3.2279135524859729e-06 -9.5710727359526842e-07 7.5867216757785633e-07 -1.2644362379588576e-07 6.7977929480268876e-07 -6.612232336270349e-07 -8.4006093175048597e-07 -2.491717933398005e-08 5.1142981884249428e-07 -7.5272035816939066e-08 7.57295605265442e-07 1.0585899299258016e-06 -7.8467360085906805e-07 1.2028315570689349e-07
leaf_weight=22 20 21 38 28 20 23 22 31 39 27 22 24 1455 26 30 20 20 29 30 38 37 21 20 22 23 820 29 25 22 117
leaf_count=22 20 21 38 28 20 23 22 31 39 27 22 24 1455 26 30 20 20 29 30 38 37 21 20 22 23 820 29 25 22 117
internal_value=0 1.91852e-09 -1.00487e-09 -3.57643e-09 -2.33096e-07 1.04468e-10 -2.42675e-09 3.47433e-10 -3.57435e-09 2.42977e-10 -2.70253e-09 3.62278e-10 3.11901e-09 4.22532e-10 2.48485e-08 5.67922e-07 1.41589e-06 -2.60539e-10 1.84254e-08 -3.18198e-08 2.71293e-07 -5.20273e-08 -4.04393e-08 -4.13081e-07 -2.57021e-08 -3.75924e-08 1.03491e-07 3.69988e-09 1.41921e-07 -2.29474e-08
internal_weight=0 3101 3079 3041 48 2993 2970 2949 2918 2879 2857 2830 2808 2784 1584 70 50 1514 1485 1200 75 1125 1104 42 1062 1039 219 190 164 139
internal_count=3121 3101 3079 3041 48 2993 2970 2949 2918 2879 2857 2830 2808 2784 1584 70 50 1514 1485 1200 75 1125 1104 42 1062 1039 219 190 164 139
is_linear=0
shrinkage=0.1


Tree=8969
num_leaves=31
num_cat=0
split_feature=132 1185 1203 16 12 2 1213 13 11 142 1 10 33 1 1 479 479 42 1 12 480 457 0 1456 1456 483 482 13 13 157
split_gain=1.69875e-10 8.80793e-10 5.8518e-10 2.00049e-10 2.97645e-10 3.67698e-10 3.04064e-10 5.79027e-10 1.70704e-10 1.95795e-10 1.90409e-10 3.90429e-09 3.23137e-09 1.77575e-09 1.23526e-09 9.58451e-10 3.73558e-09 2.01009e-09 7.83018e-10 7.2108e-10 4.89048e-10 5.02993e-10 5.07475e-10 4.48775e-10 8.91177e-10 6.42231e-10 1.00845e-09 9.80339e-10 8.42319e-10 8.15446e-10
threshold=-0.083174999999999985 -0.014244999999999999 0.088820000000000024 -0.097644999999999996 0.11418000000000002 0.097385000000000013 0.086260000000000017 -0.0018299999999999998 -0.072629999999999986 -0.057499999999999989 0.09253500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.093100000000000002 0.093700000000000019 0.093525000000000011 0.078750000000000014 0.089905000000000013 0.094825000000000007 0.095175000000000023 0.099385000000000015 0.11612500000000002 -0.26609999999999995 -0.079429999999999987 -1.0000000180025095e-35 0.10143000000000001 0.090355000000000005 0.24813000000000004 0.10002500000000002 -0.04831499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -5 -3 -10 11 -11 -12 -14 -15 16 -13 -17 19 -16 21 22 -20 -24 -25 26 27 28 29 -26
right_child=1 8 -4 4 -6 -7 -8 -9 9 10 12 15 13 14 18 17 -18 -19 20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=2.1480510144537373e-07 6.2283460683038764e-07 -2.8253475702080151e-07 -5.1165782006177909e-07 -2.0270936891905361e-08 -3.3966731889378825e-07 3.4556503760541091e-07 2.7119243043216559e-07 -6.3340657533217389e-07 -3.0059808891348351e-07 -1.4021151122278752e-06 1.3002586462107503e-06 -1.0724633457090286e-09 -8.7221014010455375e-07 7.7724315588056931e-07 -8.3822426319102309e-07 2.24624248893999e-07 1.3731163679153726e-06 -1.0836148826835294e-06 -4.5185710103831537e-07 1.0939814671928616e-08 4.9401919173048916e-07 4.2816165390036077e-07 -4.200347606539171e-07 6.8037756721293722e-07 -3.3384041151429007e-07 -5.2539580291890856e-07 5.6699617589786427e-07 -6.1887198974375226e-07 4.0997010380097422e-07 3.9628606161162819e-08
leaf_weight=30 23 21 28 67 32 25 20 20 21 20 20 1813 22 22 20 23 20 24 23 20 23 30 22 21 66 21 34 24 54 512
leaf_count=30 23 21 28 67 32 25 20 20 21 20 20 1813 22 22 20 23 20 24 23 20 23 30 22 21 66 21 34 24 54 512
internal_value=0 6.46188e-09 -8.43015e-08 -2.26212e-08 -6.60528e-08 2.77957e-10 -8.03966e-08 -1.61222e-07 1.53262e-09 3.62208e-09 5.87636e-09 -1.22972e-08 4.28462e-08 1.53317e-08 3.72217e-08 2.48806e-09 1.39214e-08 -4.43413e-07 1.85086e-08 -4.13642e-07 3.93351e-08 2.63763e-08 1.08634e-08 2.49782e-08 3.83529e-08 1.93901e-08 3.59706e-08 8.44792e-09 3.22702e-08 -3.01664e-09
internal_weight=0 2899 222 194 164 132 107 87 2876 2855 2834 1900 934 914 892 1880 1833 47 870 40 830 807 777 754 732 711 690 656 632 578
internal_count=3121 2899 222 194 164 132 107 87 2876 2855 2834 1900 934 914 892 1880 1833 47 870 40 830 807 777 754 732 711 690 656 632 578
is_linear=0
shrinkage=0.1


Tree=8970
num_leaves=31
num_cat=0
split_feature=481 120 483 484 12 2 482 42 482 13 15 33 481 16 133 1447 481 133 1375 1375 1447 1447 151 160 0 0 3 484 0 0
split_gain=1.85523e-10 1.73203e-10 3.48493e-10 1.22918e-09 2.2578e-09 1.01469e-09 6.75131e-10 2.04871e-09 7.46103e-10 7.15057e-10 6.03402e-10 3.82232e-10 3.14412e-10 3.06074e-10 2.83031e-10 2.99165e-09 1.5195e-09 1.47783e-09 2.31774e-09 1.25563e-09 5.78519e-10 1.4447e-09 5.12978e-10 4.85823e-10 4.77354e-10 2.2648e-09 9.66127e-10 9.53983e-10 1.47942e-09 8.06592e-10
threshold=0.15658500000000003 0.09852000000000001 0.10083000000000002 -0.020124999999999994 0.094435000000000005 0.088745000000000004 0.089605000000000018 0.089390000000000011 0.086210000000000023 -0.082904999999999993 -0.066844999999999988 -0.0066799999999999993 -0.073474999999999985 0.013515000000000001 0.085760000000000017 0.050705000000000007 -0.087974999999999984 0.08622500000000001 -0.15308499999999997 -0.022119999999999997 -0.085684999999999997 -0.080594999999999986 -0.5225749999999999 0.51752500000000012 -0.067094999999999988 -0.068944999999999992 -0.07928499999999998 0.095680000000000015 -0.070499999999999993 -0.050684999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 10 5 -5 8 9 11 -8 12 -1 -4 -11 15 22 -16 -18 -19 -20 -21 -22 -13 -24 25 27 29 28 -23 -26
right_child=-2 -3 3 4 -6 -7 7 -9 -10 13 -12 14 -14 -15 16 -17 17 18 19 20 21 24 23 -25 26 -27 -28 -29 -30 -31
leaf_value=3.4576783256793975e-07 2.8936794784974818e-07 -2.7545386743717561e-07 -1.4074233519068004e-07 -3.9492137500474201e-07 1.2150659229348549e-06 5.607057062206877e-07 -3.6329486912123344e-07 -1.0913389271239714e-06 5.565072379513462e-07 5.4743913906918357e-07 -4.2470441607002217e-07 -5.066080685622865e-07 4.199821908912327e-07 8.2510387940038493e-10 8.0980690606224922e-07 -1.2150355609091571e-06 7.1855515239678489e-07 -1.0710468338004376e-06 7.8211438257031191e-07 5.0254322545775021e-07 -8.5591536517881657e-07 2.2494565814718889e-08 -1.4956102998989772e-08 4.6867440887797874e-07 1.0329302426725917e-06 -1.0323070072941351e-06 1.3314380029412307e-08 6.6409002101863741e-07 -6.8136300599430657e-07 1.348257893596383e-07
leaf_weight=31 22 23 20 25 25 20 32 23 24 20 36 21 20 21 25 21 29 20 21 22 20 447 1902 21 20 22 115 21 32 20
leaf_count=31 22 23 20 25 25 20 32 23 24 20 36 21 20 21 25 21 29 20 21 22 20 447 1902 21 20 22 115 21 32 20
internal_value=0 -2.05519e-09 -1.09213e-11 1.50775e-07 4.5311e-07 2.98018e-08 -7.52449e-09 -2.68335e-07 1.31029e-09 -9.03186e-09 -1.27692e-07 -3.43161e-09 1.3962e-07 2.67466e-07 -7.32696e-09 -2.78671e-08 4.22571e-08 1.79367e-08 -8.7974e-09 1.9912e-08 -2.34978e-09 -1.82861e-08 -1.50428e-08 -9.67465e-09 6.45918e-09 -3.92977e-08 1.60557e-07 4.39469e-09 -2.45272e-08 5.83878e-07
internal_weight=0 3099 3076 146 70 45 2930 96 2834 73 76 2810 40 41 2779 1965 814 789 760 740 719 697 1944 1923 677 522 155 500 479 40
internal_count=3121 3099 3076 146 70 45 2930 96 2834 73 76 2810 40 41 2779 1965 814 789 760 740 719 697 1944 1923 677 522 155 500 479 40
is_linear=0
shrinkage=0.1


Tree=8971
num_leaves=31
num_cat=0
split_feature=105 34 34 34 33 9 3 1 120 1 45 1 1 15 1 1 1 13 1 1447 43 1 480 0 402 1 159 480 50 0
split_gain=1.70923e-10 2.78247e-10 2.49895e-10 4.16343e-10 5.10898e-10 1.71508e-10 4.03101e-10 2.05812e-10 3.34699e-10 3.68597e-10 2.17756e-10 2.12945e-10 5.47091e-10 2.64208e-10 2.33351e-10 8.70964e-10 6.02821e-10 3.67504e-09 2.73712e-09 8.82575e-10 8.48398e-10 6.92355e-10 5.37142e-10 1.33813e-09 4.97569e-10 6.91189e-10 4.40735e-10 4.41028e-10 5.86565e-10 1.71523e-09
threshold=0.079510000000000011 -0.08786999999999999 -0.083689999999999987 -0.057544999999999992 -1.0000000180025095e-35 0.088235000000000022 -0.13309499999999996 0.16540500000000002 1.0000000180025095e-35 0.15170500000000001 0.094030000000000016 0.13534000000000004 0.13756000000000004 -0.18895499999999996 0.096255000000000021 0.096860000000000016 0.092390000000000014 -0.081029999999999977 0.093700000000000019 0.059120000000000013 -0.03898999999999999 0.094825000000000007 0.10344000000000002 -0.079829999999999998 0.089785000000000018 0.13265500000000002 -0.43709499999999996 0.08976000000000002 0.091320000000000012 -0.071339999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 7 -7 8 9 10 11 14 -13 -14 16 -16 19 -18 -19 22 -20 -22 -6 -24 25 26 -17 28 -28 -30
right_child=-2 2 3 4 5 6 -8 -9 -10 -11 -12 12 13 -15 15 24 17 18 20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=3.4135474340502016e-07 -2.5051575847172632e-07 -2.9262614726450985e-07 3.6111939838434637e-07 -5.0523410152436557e-07 2.4797674963402817e-09 5.1796877566327272e-07 -6.619675684970827e-08 3.1851071497612792e-07 -2.9821944111356395e-07 4.2831868782400309e-07 -2.7510871107018644e-07 -6.13552092545433e-07 1.7311160007693616e-07 -2.5513090895401548e-07 6.9400886050494768e-07 4.7021577406719026e-07 -1.2080943873053033e-06 8.6666064068670798e-07 2.1470757548600195e-07 4.9356468107614807e-07 -9.8625108812200325e-07 -1.5417225469605002e-07 -8.5187544561904357e-07 1.5467978605901831e-07 -4.5181794689597154e-07 6.0503701966106089e-07 3.0640353095061209e-08 4.3048018637155869e-07 -8.3413156607464164e-07 3.3681323882655598e-07
leaf_weight=24 27 29 32 20 1977 21 27 20 38 20 29 20 34 25 21 22 29 30 21 36 20 20 25 28 20 22 409 24 29 22
leaf_count=24 27 29 32 20 1977 21 27 20 38 20 29 20 34 25 21 22 29 30 21 36 20 20 25 28 20 22 409 24 29 22
internal_value=0 2.18405e-09 -4.67449e-10 2.31868e-09 -1.49709e-09 1.87352e-09 1.89376e-07 -1.1867e-09 -3.37566e-09 5.10595e-10 -2.47794e-09 3.11865e-10 -1.61564e-07 -8.34709e-09 4.95366e-09 6.19981e-08 -9.89458e-09 -2.27788e-07 8.46177e-08 2.76136e-09 -2.99994e-07 -5.70212e-07 -5.94254e-09 -3.2011e-07 3.77787e-08 5.6324e-08 3.24669e-08 1.25692e-08 -9.23483e-09 -3.29018e-07
internal_weight=0 3094 3070 3041 3009 2989 48 2941 2921 2883 2863 2834 79 59 2755 569 2186 120 91 2066 61 40 2030 53 548 528 506 484 460 51
internal_count=3121 3094 3070 3041 3009 2989 48 2941 2921 2883 2863 2834 79 59 2755 569 2186 120 91 2066 61 40 2030 53 548 528 506 484 460 51
is_linear=0
shrinkage=0.1


Tree=8972
num_leaves=31
num_cat=0
split_feature=1445 96 9 4 1 120 52 4 4 10 4 43 2 43 52 151 15 42 1456 2 2 16 12 2 48 1 0 0 48 9
split_gain=1.90996e-10 1.9451e-10 2.30744e-10 2.79888e-09 3.17614e-10 4.83441e-10 1.11554e-09 3.48223e-10 4.34919e-09 3.74613e-09 1.19449e-09 6.32357e-10 1.58175e-09 2.32709e-09 1.37854e-09 6.63944e-10 8.81273e-10 1.15136e-09 5.57749e-10 6.36582e-10 1.17545e-09 7.68693e-10 6.20292e-10 6.57166e-10 6.04913e-10 1.10494e-09 1.97954e-09 9.61209e-10 6.57598e-10 4.49254e-10
threshold=0.077530000000000016 0.086110000000000006 -0.013509999999999999 0.053180000000000012 0.16540500000000002 1.0000000180025095e-35 -0.049749999999999996 0.053180000000000012 0.04735000000000001 -0.012544999999999999 0.055260000000000011 -0.095049999999999982 0.11510000000000002 -0.14035499999999998 -0.43320999999999993 0.092070000000000013 -0.033689999999999991 0.090395000000000017 -0.080549999999999983 0.10060500000000001 0.10644500000000001 -0.11118499999999999 0.088045000000000012 0.085515000000000022 0.092205000000000023 0.10781 -0.11013499999999998 -0.17169499999999996 0.13400000000000004 0.088665000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 29 -9 -11 12 13 -12 -13 16 18 -18 -16 21 -21 22 23 -20 25 26 -22 -27 -26 -4
right_child=-2 -3 4 -5 -6 6 -8 9 -10 10 11 14 -14 -15 15 -17 17 -19 19 20 24 -23 -24 -25 28 27 -28 -29 -30 -31
leaf_value=8.5521093270385954e-07 -2.5110586960863656e-07 -2.0395089664917679e-07 -4.7948585053993591e-09 -6.6068088244719547e-07 3.8946521548106311e-07 1.6722740647472685e-07 -8.7631244667818457e-07 1.1602742677041534e-06 -1.4134120298401536e-06 -7.4451269469477668e-07 3.2527183198756876e-08 8.9373714544649381e-07 4.3897876977894157e-07 -1.3906494794468928e-06 -4.4801941119961458e-07 -4.7774908778038762e-07 7.534237392784842e-07 -1.5132418334153707e-07 -2.8432106875760805e-09 -6.1445950241267874e-07 1.2297348012618221e-06 6.016202276570264e-07 -1.6863762497201572e-07 7.045661432651211e-07 -6.3053567504312019e-07 -6.6043039353081404e-07 -1.0569134006697911e-08 9.3361554829358688e-08 9.4776849664413025e-08 4.7124775349516317e-07
leaf_weight=29 30 45 2258 21 21 21 20 30 22 20 27 20 23 20 24 23 39 22 29 32 22 38 52 24 25 21 31 87 25 20
leaf_count=29 30 45 2258 21 21 21 20 30 22 20 27 20 23 20 24 23 39 22 29 32 22 38 52 24 25 21 31 87 25 20
internal_value=0 2.43527e-09 5.48431e-09 2.18536e-07 1.9287e-09 -8.06854e-10 -3.41816e-07 3.95845e-09 -1.41291e-08 6.95757e-08 1.54019e-08 4.14264e-08 -2.40546e-07 -5.7308e-07 7.98273e-08 4.68755e-08 7.24941e-08 4.27121e-07 1.97325e-08 4.88156e-08 -4.96985e-08 2.16221e-07 7.67426e-08 3.17493e-07 3.59525e-08 1.3031e-07 5.04274e-07 -5.32091e-08 -2.67879e-07 -6.1538e-10
internal_weight=0 3091 3046 50 2996 2975 41 2934 2300 634 604 584 70 47 514 494 471 61 410 386 243 143 105 53 211 161 53 108 50 2278
internal_count=3121 3091 3046 50 2996 2975 41 2934 2300 634 604 584 70 47 514 494 471 61 410 386 243 143 105 53 211 161 53 108 50 2278
is_linear=0
shrinkage=0.1


Tree=8973
num_leaves=31
num_cat=0
split_feature=34 10 46 47 47 47 148 447 10 9 12 12 133 12 42 16 12 1212 1212 1213 3 3 133 42 1 133 457 133 42 133
split_gain=2.07706e-10 1.83074e-10 1.63201e-10 2.40021e-10 1.31837e-09 4.92401e-10 2.1014e-10 3.06553e-10 2.16939e-10 7.46066e-10 3.3726e-10 1.86099e-09 1.99843e-09 1.56182e-09 9.78133e-10 8.76736e-10 7.89822e-10 6.28322e-10 7.37835e-09 1.80034e-09 5.98219e-10 2.08646e-09 5.85439e-10 2.41099e-09 1.38368e-09 8.00858e-10 3.07999e-09 2.37717e-09 1.14906e-09 8.8852e-10
threshold=-0.10561499999999999 0.11294000000000003 0.096120000000000011 0.092165000000000011 0.09585500000000001 0.090100000000000013 -0.10069499999999999 0.094580000000000011 0.053330000000000009 0.087755000000000014 0.085355000000000014 0.08493500000000001 -0.019454999999999997 0.085635000000000003 0.084755000000000011 -0.077879999999999991 0.084795000000000023 -0.073259999999999978 -0.089544999999999986 -0.085714999999999986 -0.047929999999999993 -0.016324999999999996 0.091250000000000012 0.086325000000000013 0.07863500000000001 0.08622500000000001 1.0000000180025095e-35 0.085760000000000017 0.084435000000000024 0.087575000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 8 9 10 11 16 -13 15 -14 -12 22 18 19 -15 -19 -22 25 24 -24 27 28 -8 29 -27
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 13 12 14 17 -16 -17 -18 20 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.4581715568170722e-07 2.6268240826392421e-07 2.7781839833096457e-07 2.1841872477988118e-07 -7.5301074620828905e-07 -2.1434160910375861e-08 4.8992961540404533e-07 -4.2619572847451007e-08 -3.283266892140091e-07 -2.5867583376236418e-07 5.7445436709713257e-07 1.1111576151279224e-06 2.4842298143669595e-07 -4.7701397453861123e-07 -9.6483224379309503e-08 -1.409688059859284e-06 1.9634363649278056e-07 5.4735983439968555e-07 4.5600081792476429e-08 -1.8624304661071538e-06 8.5749816436633524e-07 -1.1107929007891928e-06 1.4014488638025569e-07 1.3572679046092163e-06 -3.5181957784786662e-07 2.0801454457920376e-07 1.824978499241427e-07 -1.0590084061037589e-06 9.918222528797386e-07 6.1806123881069657e-07 -6.3770741127200382e-07
leaf_weight=34 31 24 34 27 281 21 651 28 31 23 20 21 23 74 22 22 25 1404 22 27 20 40 20 37 22 28 36 23 25 25
leaf_count=34 31 24 34 27 281 21 651 28 31 23 20 21 23 74 22 22 25 1404 22 27 20 40 20 37 22 28 36 23 25 25
internal_value=0 2.70419e-09 5.48543e-10 -1.89701e-09 -8.55659e-08 7.57377e-09 3.82212e-09 8.15498e-10 4.30508e-09 7.42861e-09 2.3874e-09 -4.46954e-08 -5.57084e-07 3.00764e-08 -9.32988e-07 6.31969e-07 -6.78318e-09 1.41472e-08 -2.02933e-07 1.58542e-07 3.23856e-08 -2.76834e-07 -2.27619e-08 2.36764e-07 7.55278e-07 -4.87804e-08 -2.93908e-07 -7.31963e-09 5.92152e-08 -2.04391e-07
internal_weight=0 3087 3063 3029 308 2721 2700 2669 2641 2610 2587 958 66 1629 45 42 892 1587 123 101 1464 60 867 79 42 788 114 674 78 53
internal_count=3121 3087 3063 3029 308 2721 2700 2669 2641 2610 2587 958 66 1629 45 42 892 1587 123 101 1464 60 867 79 42 788 114 674 78 53
is_linear=0
shrinkage=0.1


Tree=8974
num_leaves=31
num_cat=0
split_feature=1445 34 10 9 9 33 2 1447 43 130 121 153 157 52 52 52 155 475 13 52 1372 475 472 1447 483 1447 403 1451 12 159
split_gain=1.70593e-10 1.71794e-10 1.73156e-10 6.79965e-10 3.24493e-10 2.18293e-10 7.0617e-10 1.62278e-10 1.58118e-10 3.58236e-10 5.58125e-10 2.56548e-10 3.15631e-10 2.33562e-10 3.82141e-10 4.74796e-10 4.95783e-10 2.29118e-10 1.50733e-09 1.67749e-09 9.51839e-10 7.77013e-10 3.90927e-10 3.15667e-10 5.82996e-10 2.98414e-10 9.72107e-10 5.14126e-10 7.29536e-10 3.18559e-10
threshold=0.077530000000000016 -0.10561499999999999 0.0036750000000000007 0.092235000000000011 0.088235000000000022 0.085305000000000006 -0.023999999999999997 -0.11565499999999999 -0.53814999999999991 -0.22699999999999995 -0.088279999999999983 1.0000000180025095e-35 0.63334000000000013 -0.56368999999999991 -0.55692499999999978 -0.55061999999999989 0.11854500000000001 -0.085719999999999977 -0.085804999999999979 -0.026204999999999996 -0.081219999999999987 -0.10664 -0.082054999999999975 -0.086304999999999979 0.041590000000000009 -0.085709999999999995 -0.55276999999999987 1.0000000180025095e-35 0.088245000000000004 -0.47215999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 -8 -9 -10 -11 12 13 -12 -15 -16 17 18 -17 21 -19 -20 -22 24 -24 -25 -27 29 -29 -28
right_child=-2 2 3 -5 -6 -7 7 8 9 10 11 -13 -14 14 15 16 -18 20 19 -21 22 -23 23 25 -26 26 27 28 -30 -31
leaf_value=-2.2123544103097255e-07 -2.3730833997130201e-07 5.4714341833535705e-07 5.1342695077967928e-07 -1.4437618839716987e-07 -3.5039812547556553e-07 -2.8982411868128109e-07 2.7946362592956578e-07 2.1811856160697422e-07 -3.9510326847144608e-07 5.1477294741784722e-07 -2.4250305571626998e-07 -2.9354696115054445e-07 3.6936877709491538e-07 4.1599354729400642e-07 -4.049238184663786e-07 6.7118195708420419e-07 4.4512800536722354e-07 -6.7894407634195798e-07 -2.4045997332290302e-07 -7.8584995443975452e-07 -4.2259145839228618e-07 5.419671794015813e-07 6.0280905643139711e-08 3.4260120659067842e-07 -6.6407856238015482e-07 -5.9467743327517113e-07 2.858909751396893e-07 7.5381756981972681e-07 -7.0200433182911923e-08 -2.3054285461294878e-09
leaf_weight=34 30 24 30 33 26 25 21 33 23 21 40 30 23 22 29 36 25 21 22 25 22 30 25 26 20 27 39 22 21 2316
leaf_count=34 30 24 30 33 26 25 21 33 23 21 40 30 23 22 29 36 25 21 22 25 22 30 25 26 20 27 39 22 21 2316
internal_value=0 2.30828e-09 4.79454e-09 1.68863e-07 1.34219e-09 4.42347e-09 6.92303e-09 2.48134e-09 4.74221e-10 -2.03268e-09 1.1484e-09 -2.67511e-09 4.51427e-10 -2.614e-09 9.03436e-10 -2.47128e-09 1.8885e-09 -2.28985e-09 1.37037e-07 -1.12693e-07 -8.4907e-09 2.1094e-07 -2.89915e-09 8.00058e-10 -2.61657e-07 5.61872e-09 2.00572e-09 8.724e-09 3.5139e-07 2.46725e-09
internal_weight=0 3091 3057 63 2994 2968 2943 2919 2898 2865 2842 2821 2791 2768 2728 2706 2677 2652 113 77 2539 52 2518 2496 45 2451 2425 2398 43 2355
internal_count=3121 3091 3057 63 2994 2968 2943 2919 2898 2865 2842 2821 2791 2768 2728 2706 2677 2652 113 77 2539 52 2518 2496 45 2451 2425 2398 43 2355
is_linear=0
shrinkage=0.1


Tree=8975
num_leaves=31
num_cat=0
split_feature=1 1 1 484 40 43 376 39 9 33 45 1184 14 16 3 472 51 151 1 1348 0 12 16 0 13 16 49 4 4 2
split_gain=1.56816e-10 4.10055e-10 4.06149e-10 5.59462e-10 1.26406e-09 6.7933e-10 3.94697e-10 3.61826e-10 1.02857e-09 5.36603e-10 2.64992e-10 2.40963e-10 2.70369e-10 1.2197e-09 3.08593e-10 6.48959e-10 5.98516e-10 7.95418e-10 5.0785e-10 4.2914e-10 3.69192e-10 7.51351e-10 6.55883e-10 5.86624e-10 4.81257e-10 4.13063e-10 3.23624e-10 3.81598e-10 4.17438e-10 6.18621e-10
threshold=0.13534000000000004 0.13332000000000002 0.13756000000000004 0.090535000000000018 -0.07632499999999999 -0.063379999999999978 0.092115000000000016 -1.0000000180025095e-35 0.092235000000000011 -0.0066799999999999993 0.094030000000000016 0.088135000000000019 -1.0000000180025095e-35 -0.018494999999999998 0.11658 -0.38234499999999999 0.09364500000000002 -0.076249999999999984 0.10920500000000001 0.090205000000000021 0.12411500000000002 0.091200000000000017 0.22339500000000004 0.10455500000000001 -0.17933499999999997 0.13751500000000003 0.27293500000000009 0.27044500000000005 0.11275500000000001 0.10381000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 4 -4 -6 7 -1 9 -9 11 12 13 -11 15 -14 17 -16 -19 20 23 25 -23 24 -17 -22 27 28 -26 -30
right_child=2 -3 3 -5 5 -7 -8 8 -10 10 -12 -13 14 -15 16 19 -18 18 -20 -21 21 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=3.0804190509150849e-07 -3.9577965042423917e-07 4.089600952283945e-07 6.6401171535192456e-07 -4.2272460518688606e-07 -6.1779980200071803e-07 3.5467728346306194e-08 -4.1038685505713072e-07 4.5955992286158455e-07 -6.0173266547280946e-07 -2.6857310615469031e-07 -3.5954170996888023e-07 -2.9151143118505626e-07 -5.3172456338633436e-07 6.2876378170571887e-07 -6.420964935485343e-08 -4.7272235426427351e-07 -3.215603412343171e-07 8.7861915739987735e-07 2.3461283558390282e-07 -4.5955416453580252e-07 1.8934324517968808e-07 5.546231834201039e-08 7.8510095212282398e-07 -4.143945707155313e-07 1.3608868987443191e-08 -4.3857960378090862e-07 -3.4278171543615619e-07 2.1999246357876582e-07 1.966246468754207e-08 -4.7082172626586627e-07
leaf_weight=39 35 25 28 28 20 78 23 26 28 28 20 27 23 33 37 21 20 24 25 20 22 22 28 34 2171 20 26 85 60 45
leaf_count=39 35 25 28 28 20 78 23 26 28 28 20 27 23 33 37 21 20 24 25 20 22 22 28 34 2171 20 26 85 60 45
internal_value=0 5.69434e-09 -8.82845e-08 -1.83992e-08 7.14509e-08 -9.78522e-08 2.22628e-09 5.51688e-09 1.36979e-09 7.36442e-09 3.15192e-09 5.7697e-09 8.69485e-09 2.16871e-07 3.9618e-09 -2.91646e-09 1.71181e-07 2.85772e-07 5.50045e-07 1.84571e-09 5.48738e-09 2.02141e-07 4.6406e-07 -1.92135e-09 3.90261e-09 -1.09668e-07 8.09579e-09 1.19598e-08 4.19052e-09 -1.90545e-07
internal_weight=0 2932 189 154 126 98 2907 2884 2845 2817 2791 2771 2744 61 2683 2577 106 86 49 2554 2534 92 50 2442 2408 42 2387 2361 2276 105
internal_count=3121 2932 189 154 126 98 2907 2884 2845 2817 2791 2771 2744 61 2683 2577 106 86 49 2554 2534 92 50 2442 2408 42 2387 2361 2276 105
is_linear=0
shrinkage=0.1


Tree=8976
num_leaves=31
num_cat=0
split_feature=142 11 34 43 147 147 9 10 2 0 151 160 2 2 1374 43 43 43 51 12 158 158 484 15 1371 3 49 1456 457 16
split_gain=1.79389e-10 3.5247e-10 2.94998e-10 5.6664e-10 2.53519e-10 3.27342e-10 2.57739e-10 6.04831e-10 9.30015e-10 2.24985e-10 2.28792e-10 1.2159e-09 1.72853e-09 5.86077e-10 3.03716e-10 2.6166e-10 1.59267e-09 1.31685e-09 2.71525e-09 2.81293e-09 6.73702e-10 1.17035e-09 7.55998e-10 4.30497e-09 1.3311e-09 6.39517e-10 5.85646e-10 9.02222e-10 4.99521e-10 2.0052e-09
threshold=-0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.074974999999999986 0.099730000000000027 0.093875000000000014 0.092410000000000006 0.053330000000000009 -0.080614999999999978 -0.26343999999999995 0.056735000000000001 -0.077459999999999987 0.091265000000000013 0.11177500000000001 -0.096434999999999979 -0.082389999999999977 -0.083269999999999997 -0.081374999999999989 -0.085734999999999992 0.085440000000000016 0.107145 0.093160000000000007 0.091180000000000011 -0.067579999999999987 0.081810000000000008 -0.012939999999999998 0.11475 -0.080549999999999983 -1.0000000180025095e-35 -0.087659999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 -4 -10 14 -12 -13 -14 -11 16 20 18 -17 -20 21 22 24 -24 25 26 27 -16 29 -19
right_child=1 2 4 -5 -6 -7 -8 -9 9 10 11 12 13 -15 15 17 -18 28 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.723437346456118e-07 -4.0095214020849116e-07 2.9975142929801693e-08 6.851005355201778e-07 -6.5274539608140002e-07 2.7629174794315883e-07 -3.5865733434548026e-07 2.7447715264575632e-07 -5.0929476674602248e-07 2.9951615942991339e-07 -3.1867211140296048e-07 -5.0697938915974476e-07 8.9495128841043936e-07 -3.2740219467086719e-07 3.2818130966916217e-07 7.1317422850825101e-07 5.2027825907836297e-07 6.8676785631596066e-07 9.2283416130647729e-07 -1.7206042663192856e-06 -2.2164193111962052e-07 -4.5848055986519696e-07 7.6852986288551116e-07 -5.184333003705393e-07 1.4876093163707085e-06 -8.2156502742236629e-07 -4.8621057101172486e-07 -4.2310023106461328e-07 2.8225137940296466e-08 -1.5289704806318209e-08 -3.0757102645185132e-07
leaf_weight=24 22 31 20 20 34 25 35 23 25 31 23 32 30 25 20 21 37 26 21 31 29 21 23 20 20 25 27 500 1873 27
leaf_count=24 22 31 20 20 34 25 35 23 25 31 23 32 30 25 20 21 37 26 21 31 29 21 23 20 20 25 27 500 1873 27
internal_value=0 -2.10954e-09 7.43968e-10 -2.37758e-07 4.76633e-09 1.67875e-09 4.717e-09 1.49461e-09 5.53594e-09 8.28182e-10 -1.7809e-09 1.3964e-07 3.10585e-07 -2.94097e-08 -7.43362e-09 -3.88772e-09 4.77114e-08 -2.25243e-08 -4.39421e-07 -8.26992e-07 1.3193e-08 3.40444e-08 9.75434e-09 4.1461e-07 -1.96524e-08 8.38651e-09 3.09915e-08 5.45693e-08 -6.72292e-09 2.96024e-07
internal_weight=0 3097 3075 51 3024 2990 2965 2930 2907 2887 2862 110 87 55 2752 2721 722 1999 73 52 685 656 635 43 592 572 547 520 1926 53
internal_count=3121 3097 3075 51 3024 2990 2965 2930 2907 2887 2862 110 87 55 2752 2721 722 1999 73 52 685 656 635 43 592 572 547 520 1926 53
is_linear=0
shrinkage=0.1


Tree=8977
num_leaves=31
num_cat=0
split_feature=448 0 148 151 457 15 160 150 16 49 42 4 40 42 42 2 42 42 1447 42 1 13 13 42 1456 1456 4 1209 3 157
split_gain=1.71906e-10 3.60075e-10 1.89824e-10 2.01251e-10 1.70276e-10 4.60841e-10 8.16457e-10 6.52722e-10 5.54732e-10 4.15378e-10 7.49644e-10 3.56718e-10 2.64698e-10 2.86796e-10 1.27838e-09 1.37928e-09 9.67159e-10 9.51072e-10 7.4749e-10 1.2158e-09 5.51286e-09 4.17735e-09 6.07313e-09 1.27119e-09 8.39708e-10 1.91134e-09 7.10506e-10 9.00664e-10 8.01297e-10 6.97931e-10
threshold=0.068920000000000023 -0.26609999999999995 -0.098399999999999974 -0.5666199999999999 0.08457000000000002 -0.096999999999999989 0.11205000000000002 0.11656000000000001 -0.007794999999999999 -0.081404999999999991 0.079510000000000011 -0.025314999999999994 -0.24290999999999999 0.089015000000000025 0.089625000000000024 0.084755000000000011 0.088795000000000013 0.090240000000000015 -0.086279999999999982 0.091295000000000015 0.092695000000000013 -0.080344999999999986 -0.087074999999999986 0.091625000000000012 -0.079429999999999987 -0.045159999999999999 -0.082594999999999988 -0.065739999999999979 -0.097604999999999983 -0.06482499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 12 -6 7 8 9 -7 -11 -10 -5 16 15 -15 -14 -16 -19 20 21 22 -20 -21 -25 -26 28 -28 -27 -29
right_child=-2 2 3 4 5 6 -8 -9 11 10 -12 -13 13 14 17 -17 -18 18 19 23 -22 -23 -24 24 25 26 27 29 -30 -31
leaf_value=4.0501561551826112e-07 -2.9223013711998649e-07 -2.6497512390346014e-07 3.1752060806411466e-07 -3.6041391998272356e-07 -3.1434880956027203e-07 -1.5101322929922391e-08 7.5291749958239505e-07 -4.0463742034072923e-07 1.7452983729526751e-07 1.5772876723237536e-07 9.8668796027823207e-07 -3.7116425902616399e-07 -1.7560570773393404e-08 2.2681660864650027e-08 -4.7195335377792668e-07 1.15570682705116e-06 -6.9980961135180612e-07 -5.4762992119451939e-07 2.624891705982875e-07 -6.8843778490190744e-07 -9.5473990261945642e-07 -2.3602079786335463e-07 2.6674709780698843e-06 -5.1772033148066705e-07 9.9995837455848921e-07 3.7402156060510832e-08 -4.7680425425922798e-07 4.8782588653613215e-07 7.8795938338771531e-07 -2.5942430543465091e-09
leaf_weight=22 20 27 20 21 24 20 20 24 25 24 20 23 1969 22 38 21 21 21 21 25 22 22 21 26 21 33 38 31 25 454
leaf_count=22 20 27 20 21 24 20 20 24 25 24 20 23 1969 22 38 21 21 21 21 25 22 22 21 26 21 33 38 31 25 454
internal_value=0 1.89136e-09 -9.89031e-10 1.34636e-09 -7.39219e-10 9.3591e-08 1.56351e-07 6.86205e-08 1.70033e-07 3.62769e-07 5.34528e-07 -8.69486e-08 -6.69274e-09 -4.06888e-09 4.48915e-08 5.7602e-07 -2.47602e-08 1.62718e-08 4.06831e-08 5.74011e-08 4.10842e-07 8.80261e-07 1.46498e-06 1.08529e-08 3.86909e-08 6.2722e-08 2.8846e-08 -7.98039e-09 3.60918e-07 2.87522e-08
internal_weight=0 3101 3079 3052 3032 180 156 136 112 64 44 48 2852 2831 841 43 1990 798 760 739 86 64 42 653 628 602 581 523 58 485
internal_count=3121 3101 3079 3052 3032 180 156 136 112 64 44 48 2852 2831 841 43 1990 798 760 739 86 64 42 653 628 602 581 523 58 485
is_linear=0
shrinkage=0.1


Tree=8978
num_leaves=31
num_cat=0
split_feature=481 0 47 4 10 0 43 0 15 15 43 43 42 133 133 51 48 0 15 15 16 457 3 4 3 41 9 52 0 2
split_gain=1.58642e-10 1.59881e-10 1.16686e-09 4.75796e-09 3.2958e-09 1.03378e-09 1.21118e-09 7.83808e-10 3.32618e-09 8.65845e-10 6.05927e-10 1.05136e-09 6.98906e-10 1.04109e-09 6.85547e-10 6.16e-10 6.10363e-10 2.54874e-09 6.54588e-10 1.21576e-09 8.78332e-10 6.23299e-10 1.336e-09 1.72437e-09 1.11363e-09 5.6728e-10 7.85847e-10 1.16868e-09 4.7838e-10 1.45194e-09
threshold=0.15658500000000003 -0.10151999999999999 0.094160000000000008 0.076415000000000025 -1.0000000180025095e-35 -0.097274999999999986 -0.00067499999999999993 -0.11173999999999999 -0.10203999999999998 -0.047714999999999987 0.08845500000000002 1.0000000180025095e-35 0.087665000000000007 0.084655000000000022 0.091935000000000003 -0.10316499999999999 -0.072824999999999987 -0.23811499999999999 -0.015039999999999998 0.013270000000000002 -0.0060749999999999997 -0.065884999999999985 0.090900000000000009 0.0049200000000000008 -0.0049599999999999991 0.088520000000000015 0.087755000000000014 -0.024714999999999997 -0.094299999999999981 0.089725000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 10 -9 -10 11 12 14 -14 15 -6 -17 -18 20 -20 21 -19 24 -24 -23 26 28 -28 29 -7
right_child=-2 5 3 -5 7 25 -8 8 9 -11 -12 -13 13 -15 -16 16 17 18 19 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.2716841750659569e-06 2.6758688220370046e-07 -5.9910512506533567e-08 1.7366756489423095e-06 -1.7941690674326632e-08 -4.7980250409788527e-07 -4.54947632808023e-08 -8.6988395518498401e-07 1.4358498177102774e-06 -6.0258539576807383e-07 2.6551914202783607e-07 3.6968495629408655e-07 -7.2017392317940736e-07 4.5635108847363885e-08 -8.9316431025768648e-07 6.1084609356498734e-07 -3.2485869745357836e-07 1.15919655334957e-06 4.8883944619622824e-07 -9.1216912075253724e-07 4.2724659401471853e-08 7.3147397785078281e-07 -4.0350891923582018e-08 -1.1457984063175294e-06 1.3367124177913563e-08 8.5647001473176949e-07 -3.7983553566024201e-07 -2.1052462706450115e-07 7.6392650296686079e-07 -1.3111366445644761e-08 8.1996228245324295e-07
leaf_weight=20 22 48 20 68 24 63 30 20 20 27 38 22 27 21 20 38 21 24 20 40 20 45 21 33 20 39 20 32 2230 28
leaf_count=20 22 48 20 68 24 63 30 20 20 27 38 22 27 21 20 38 21 24 20 40 20 45 21 33 20 39 20 32 2230 28
internal_value=0 -1.89799e-09 4.40301e-08 3.80835e-07 -1.28582e-08 -1.3131e-08 -3.71439e-07 3.73943e-08 3.55736e-07 -1.03887e-07 -1.17506e-08 -4.8353e-08 -8.8341e-09 -3.6509e-07 4.36207e-08 6.54714e-09 4.79386e-08 1.05997e-07 6.81699e-09 -2.75573e-07 1.10764e-07 2.39518e-08 -6.98071e-08 -4.37419e-07 2.35594e-07 -1.54395e-09 4.67323e-09 3.89138e-07 -3.94036e-09 2.208e-07
internal_weight=0 3099 609 88 521 2490 78 501 67 47 434 396 374 48 326 306 282 244 223 60 163 143 119 54 65 2412 2373 52 2321 91
internal_count=3121 3099 609 88 521 2490 78 501 67 47 434 396 374 48 326 306 282 244 223 60 163 143 119 54 65 2412 2373 52 2321 91
is_linear=0
shrinkage=0.1


Tree=8979
num_leaves=31
num_cat=0
split_feature=48 48 0 148 454 1375 52 52 1375 1373 2 150 142 147 12 12 12 52 12 133 1374 0 9 47 47 4 52 1429 4 484
split_gain=1.63393e-10 3.02038e-10 2.48691e-10 2.15488e-10 1.87914e-10 2.43733e-10 6.02827e-10 7.18502e-10 4.53708e-10 2.64504e-10 2.1682e-09 4.35342e-10 6.90087e-10 3.17971e-10 3.20563e-10 2.34214e-09 1.65869e-09 1.72371e-09 9.6421e-10 1.61977e-09 7.62806e-10 7.56709e-10 3.34796e-09 2.64688e-09 2.52071e-09 8.13982e-10 2.04334e-09 7.06957e-10 1.04073e-09 1.06919e-09
threshold=-0.14001 -0.091869999999999993 -0.26609999999999995 -0.10665499999999999 -0.081344999999999987 0.08517000000000001 -0.080979999999999983 -0.0027449999999999996 0.08401500000000002 1.0000000180025095e-35 0.087015000000000023 0.12820000000000001 -0.057499999999999989 0.092070000000000013 0.084535000000000013 0.084290000000000018 0.08493500000000001 0.084735000000000019 0.085325000000000012 -0.017654999999999997 -0.035729999999999991 -0.10224499999999999 0.089995000000000006 0.092710000000000015 0.078875000000000015 -0.0047449999999999992 -1.0000000180025095e-35 -0.026244999999999997 -0.17966999999999997 0.027540000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 8 -7 -8 9 11 -11 12 -6 14 15 20 17 -16 19 -18 -14 23 27 24 25 26 -22 -23 29 -29
right_child=1 2 3 4 5 6 7 -9 -10 10 -12 -13 13 -15 16 -17 18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=2.2480109622691203e-07 -3.8968308444964352e-07 3.4314139102640356e-07 -2.6885806695039115e-07 2.4152121009812787e-07 5.5685166758094477e-07 2.5015903780456484e-07 -8.2803448895858667e-07 9.4587602461615472e-09 4.5443915190901408e-07 -4.1504194635640834e-07 8.8925957379615284e-07 -3.5098740332904932e-07 5.245986680317098e-07 3.1839222145890746e-07 9.8396237005106624e-07 -1.0327577390019846e-06 3.031961890087587e-07 -1.1635754949187078e-07 1.0495165986386892e-08 -8.2493489035836574e-07 -9.4111543369468372e-08 -6.0395018280024452e-07 1.0867374216262858e-06 -9.445717279568737e-07 9.6341020391254122e-07 -6.2608678887182655e-09 -1.1602301474340494e-06 1.1361225825664946e-07 -8.2552266269263538e-08 9.3210895897755102e-07
leaf_weight=32 20 21 30 32 22 20 21 20 22 26 25 36 24 30 35 24 20 24 1758 35 64 21 28 39 22 139 25 79 407 20
leaf_count=32 20 21 30 32 22 20 21 20 22 26 25 36 24 30 35 24 20 24 1758 35 64 21 28 39 22 139 25 79 407 20
internal_value=0 -2.33152e-09 1.92762e-10 -2.17007e-09 4.80901e-10 -2.10225e-09 -1.9994e-07 -4.19501e-07 2.02361e-09 -1.40496e-09 2.24322e-07 -5.44145e-09 -1.02396e-09 -5.41668e-09 -8.93125e-09 -5.82666e-08 1.45768e-08 5.36375e-07 -2.40391e-09 -4.14705e-07 -3.13221e-08 -4.71303e-08 2.11972e-08 -1.78347e-07 -5.88165e-08 -1.57452e-07 -3.93583e-07 -3.54159e-08 -1.18206e-08 2.78965e-07
internal_weight=0 3089 3069 3048 3018 2986 61 41 2925 2903 51 2852 2816 2794 2764 892 1872 59 1813 55 868 844 555 289 250 228 89 527 506 99
internal_count=3121 3089 3069 3048 3018 2986 61 41 2925 2903 51 2852 2816 2794 2764 892 1872 59 1813 55 868 844 555 289 250 228 89 527 506 99
is_linear=0
shrinkage=0.1


Tree=8980
num_leaves=31
num_cat=0
split_feature=421 9 33 2 9 147 448 160 150 1375 133 133 133 160 12 0 43 1374 1375 42 1374 456 48 160 160 52 158 124 3 160
split_gain=1.71974e-10 2.31272e-10 5.4204e-10 5.02236e-10 2.8172e-10 2.6449e-10 2.53624e-10 1.72437e-10 7.36767e-10 1.31645e-09 7.1388e-10 1.8206e-09 1.53337e-09 4.30385e-10 4.05263e-10 5.3677e-10 4.25094e-10 2.70362e-10 3.64503e-10 2.39604e-09 3.53377e-10 4.67033e-10 3.80356e-10 3.16113e-10 1.33668e-09 6.0812e-10 1.37818e-09 7.29429e-10 9.10883e-10 3.51681e-10
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.009184999999999997 -0.15339499999999998 0.086220000000000005 0.097985000000000017 1.0000000180025095e-35 0.096860000000000016 0.090480000000000019 0.08376500000000002 0.089595000000000022 0.099660000000000012 0.086695000000000008 0.51752500000000012 0.084405000000000022 -0.082284999999999983 -0.080084999999999976 -0.15734499999999998 -0.090674999999999992 0.083995000000000014 0.089935000000000015 -1.0000000180025095e-35 -0.09386499999999999 0.062030000000000009 0.081905000000000019 -0.092399999999999982 0.083065000000000014 -1.0000000180025095e-35 -0.081054999999999974 0.041220000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 17 9 10 12 -12 13 14 -9 -16 -17 -4 19 -19 21 -20 -23 29 -25 26 -26 -27 -29 -24
right_child=1 3 4 -5 -6 -7 -8 8 -10 -11 11 -13 -14 -15 15 16 -18 18 20 -21 -22 22 23 24 25 27 -28 28 -30 -31
leaf_value=-2.9229279846276768e-07 -4.3939072814477446e-07 -7.187046912804363e-08 2.8833942418018797e-07 6.0044814498283472e-07 3.7669394885142539e-07 -2.6201611182473606e-07 3.3427242828031963e-07 1.2495355540229337e-07 3.8355293590086604e-07 -9.1797855958475352e-07 -1.0949091441418768e-06 1.6809980604648447e-07 8.3384826060258401e-07 3.1096663519747383e-07 -6.4915401643312577e-07 -4.237166749021526e-07 2.0665631342600809e-07 5.1626452798103631e-07 -4.5376289437823205e-07 -9.8032437217230118e-07 3.2491221694337062e-07 -3.7920381430467391e-07 9.1534000509238667e-09 8.2114579231529208e-07 -8.8829186694283636e-07 -1.4411545302769252e-07 2.8566629907800232e-07 -5.6258347900239872e-08 8.4916679691104958e-07 -2.7942876234054744e-07
leaf_weight=20 28 25 34 20 20 38 23 31 30 20 21 25 21 22 28 20 23 20 22 23 35 25 2355 25 20 39 20 20 25 43
leaf_count=20 28 25 34 20 20 38 23 31 30 20 21 25 21 22 28 20 23 20 22 23 35 25 2355 25 20 39 20 20 25 43
internal_value=0 1.88654e-09 -1.42736e-09 2.26938e-07 2.62249e-09 1.35318e-10 3.48944e-09 9.07832e-10 -8.01473e-08 -1.46076e-07 -6.52487e-08 -4.08491e-07 4.3642e-08 -9.01833e-08 -1.76706e-07 -3.08416e-07 -8.65404e-08 8.12671e-09 4.56113e-09 -2.84237e-07 9.28471e-09 5.02605e-09 8.95037e-09 1.27603e-08 1.54092e-07 1.96047e-08 -3.01313e-07 1.72423e-07 4.46756e-07 3.97866e-09
internal_weight=0 3101 3056 45 3028 3008 2970 2947 241 211 191 46 145 124 102 71 43 2706 2672 43 2629 2594 2572 2547 149 124 40 84 45 2398
internal_count=3121 3101 3056 45 3028 3008 2970 2947 241 211 191 46 145 124 102 71 43 2706 2672 43 2629 2594 2572 2547 149 124 40 84 45 2398
is_linear=0
shrinkage=0.1


Tree=8981
num_leaves=31
num_cat=0
split_feature=1209 1210 2 13 1208 1209 1213 13 1211 50 1211 2 1211 403 1212 1210 2 484 2 159 403 0 0 13 2 12 12 12 4 403
split_gain=1.63997e-10 1.65652e-10 5.78452e-10 7.72813e-10 2.77247e-10 2.1038e-10 9.03477e-10 3.87108e-10 2.19126e-10 1.36284e-09 4.86419e-10 4.16783e-10 2.93367e-10 2.85418e-10 2.71974e-09 2.29806e-09 6.93461e-10 3.08497e-09 2.30319e-09 1.76928e-09 9.77098e-10 1.51235e-09 1.83115e-09 1.76654e-09 1.22897e-09 3.07896e-09 9.23571e-10 1.25112e-09 6.42382e-10 6.24045e-10
threshold=-0.14444499999999996 0.0028200000000000005 0.097070000000000004 -0.067149999999999987 0.098655000000000007 0.088060000000000013 -0.051744999999999992 -0.0097949999999999982 0.11048500000000001 0.096900000000000014 0.092635000000000009 0.089525000000000007 0.087635000000000005 -0.0038999999999999994 -0.087764999999999996 -0.064344999999999999 0.083715000000000026 -0.081614999999999979 0.082850000000000021 -0.023324999999999995 -0.090774999999999981 -0.079459999999999989 -0.082619999999999985 -0.085584999999999981 0.086000000000000007 0.086210000000000023 0.089885000000000007 0.087075000000000014 -0.07533999999999999 -0.52800499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 8 7 -7 10 11 12 -10 13 14 -2 -15 18 -18 26 -19 24 22 23 -22 25 -21 27 -16 -28 -26
right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 -12 -13 -14 15 16 -17 17 19 -20 20 21 -23 -24 -25 29 -27 28 -29 -30 -31
leaf_value=2.8543414828163803e-07 -1.1654972798747954e-06 7.6029589605320287e-07 -2.7907301315459023e-07 3.5552618626866208e-10 -3.766423856177426e-07 2.6592865256331967e-07 7.3786072359638414e-07 -2.7191816842631056e-07 -3.9967242394949993e-07 8.2235041189578219e-07 -3.7194645900657436e-07 1.6654538261316423e-07 3.3404342445919612e-07 1.0220773963903247e-06 1.5697920673574118e-07 -4.9148571558757208e-09 -1.2146751366206287e-06 7.9153733031489536e-07 1.1636570536666115e-06 -3.2222084485056261e-07 -9.8094663666291697e-07 5.1788517753821719e-07 -1.0389399638377483e-06 2.0910460345065345e-08 -5.0166283413178601e-07 1.4114592795792868e-06 7.274832159964717e-07 -8.7701215566550105e-07 -7.4004052521559064e-08 5.0625343983590201e-08
leaf_weight=20 22 23 23 32 20 23 20 32 26 22 37 26 25 22 25 2266 23 25 20 20 22 22 32 88 26 21 20 22 20 96
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internal_value=0 -1.84148e-09 1.42045e-07 3.18149e-07 -5.55406e-09 -3.08261e-09 1.62296e-07 -4.70004e-08 -7.31874e-09 1.62573e-07 -1.17238e-08 -1.16564e-07 -6.99242e-09 -1.00461e-08 -7.81694e-08 4.96007e-09 -2.85403e-08 -9.26117e-08 1.96009e-07 -1.9295e-08 -8.12853e-08 -2.53618e-07 -3.73146e-07 -1.79461e-07 9.21045e-08 5.65762e-07 -2.64391e-08 -3.27017e-07 3.2674e-07 -6.70754e-08
internal_weight=0 3101 78 55 3023 3003 75 55 2928 74 2854 52 2817 2792 504 2288 482 375 107 352 327 164 142 110 163 41 87 47 40 122
internal_count=3121 3101 78 55 3023 3003 75 55 2928 74 2854 52 2817 2792 504 2288 482 375 107 352 327 164 142 110 163 41 87 47 40 122
is_linear=0
shrinkage=0.1


Tree=8982
num_leaves=31
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split_feature=44 158 158 9 3 47 9 47 47 47 52 12 131 52 52 2 52 43 51 12 12 4 51 51 15 1209 159 157 156 157
split_gain=1.63258e-10 6.12765e-10 2.45134e-10 1.79428e-10 1.18666e-09 2.50618e-10 3.35615e-09 2.64203e-09 6.13406e-10 2.71751e-10 2.6862e-10 7.636e-10 2.68533e-10 2.69798e-10 3.50757e-10 4.29798e-09 6.12694e-10 2.26562e-09 4.2439e-10 2.59787e-09 4.05972e-09 3.27986e-09 1.02372e-09 7.21939e-10 7.52823e-10 6.22518e-10 5.39018e-10 7.17992e-10 1.92661e-09 9.5048e-10
threshold=0.099360000000000018 -0.47356499999999996 -0.46413499999999996 0.091600000000000015 -0.014944999999999998 0.094160000000000008 0.085555000000000006 0.096475000000000019 0.091340000000000018 0.089640000000000011 0.5116750000000001 0.089625000000000024 0.13767000000000004 0.41580500000000004 0.40411000000000002 0.092875000000000013 0.31299000000000005 -0.076124999999999984 0.094075000000000006 0.088245000000000004 0.084405000000000022 -0.074729999999999977 0.090560000000000015 0.12229000000000002 -0.083359999999999976 0.12417500000000002 -0.092414999999999983 -0.087424999999999989 0.087400000000000019 -0.086394999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 8 -7 9 10 12 -12 13 14 16 -16 18 -18 22 20 23 -21 25 24 -20 26 -4 28 -28 -29
right_child=-2 2 3 4 -6 7 -8 -9 -10 -11 11 -13 -14 -15 15 -17 17 -19 19 21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=4.7667796426114569e-07 -2.2123595992222059e-07 -2.7288720358145924e-07 3.3194311641332113e-07 2.376479820581477e-07 -6.4745088345879208e-07 1.2021349505175751e-06 -1.2640341056101621e-06 9.8798832483180902e-09 5.4345189850902812e-07 -3.4914458931273826e-07 -1.8500486838735831e-07 4.9635983504901421e-07 -3.6638668973409952e-07 -3.3221175736268077e-07 -6.8895714584662284e-07 1.3111143372514433e-06 -1.0513106191282254e-06 4.0397555665094844e-07 1.3060442707400995e-08 1.2688069970918888e-06 -1.4641162142936537e-06 1.5909117697295493e-08 -5.2749315073767958e-07 -2.4068342625582772e-07 7.7915986307546172e-07 4.8013263983227296e-07 -8.323904257711522e-07 6.0176593997049658e-07 1.5726710211354313e-07 -6.7436306293983203e-09
leaf_weight=27 33 33 47 33 28 20 21 263 21 22 29 38 20 24 22 21 23 20 29 37 20 48 37 34 23 27 37 26 42 2016
leaf_count=27 33 33 47 33 28 20 21 263 21 22 29 38 20 24 22 21 23 20 29 37 20 48 37 34 23 27 37 26 42 2016
internal_value=0 2.37256e-09 -1.81112e-09 1.14314e-09 -1.68627e-07 4.63353e-09 -4.80381e-09 9.41382e-08 5.12628e-09 8.47389e-10 3.78625e-09 2.01441e-07 -1.40092e-09 1.48092e-09 4.67288e-09 2.87822e-07 -2.64428e-10 -3.74433e-07 6.3758e-09 1.49442e-07 -1.80813e-07 5.61288e-07 -5.86685e-09 1.1763e-07 3.51912e-07 2.92594e-09 -3.01713e-09 -1.04396e-08 -3.06243e-07 1.00429e-09
internal_weight=0 3088 3061 3028 61 2967 2684 283 2663 2642 2620 67 2553 2533 2509 43 2466 43 2423 191 106 85 2232 86 52 2195 2168 2121 79 2042
internal_count=3121 3088 3061 3028 61 2967 2684 283 2663 2642 2620 67 2553 2533 2509 43 2466 43 2423 191 106 85 2232 86 52 2195 2168 2121 79 2042
is_linear=0
shrinkage=0.1


Tree=8983
num_leaves=31
num_cat=0
split_feature=48 448 1348 16 151 12 448 49 0 151 13 1 10 10 0 1 4 1447 1 481 1211 97 4 1456 15 43 158 160 160 51
split_gain=1.62198e-10 3.21395e-10 2.2573e-10 1.71863e-10 5.54656e-10 5.63143e-10 6.53377e-10 9.67469e-10 5.64767e-10 4.5934e-10 3.77487e-10 2.29178e-10 4.0426e-09 1.90606e-09 4.78522e-09 1.23744e-09 6.58562e-09 9.42947e-10 7.23573e-10 6.96839e-10 5.36682e-10 4.94961e-10 6.28432e-10 4.81515e-10 7.24711e-10 2.62643e-09 8.67765e-10 4.70217e-10 7.84322e-10 5.23361e-10
threshold=-0.14001 0.030280000000000001 0.093335000000000015 -0.5009849999999999 0.0014250000000000003 0.086915000000000006 -0.068129999999999982 -0.020744999999999996 -0.11173999999999999 -1.0000000180025095e-35 -0.0044799999999999987 0.09253500000000002 -1.0000000180025095e-35 -0.013164999999999998 -0.072594999999999979 0.093575000000000019 -0.04890499999999999 0.059120000000000013 0.094385000000000011 -0.15689499999999998 0.087635000000000005 -0.049229999999999996 0.59999500000000017 -0.079429999999999987 0.11728000000000001 -0.065269999999999981 -1.0000000180025095e-35 0.11205000000000002 0.090980000000000019 -0.21717499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 10 -7 -9 12 -5 14 -13 16 -15 19 -17 -14 21 -20 23 -23 26 -26 -25 28 29 -28
right_child=1 -3 -4 11 -6 9 7 8 -10 -11 -12 13 17 15 -16 18 -18 -19 20 -21 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=2.2398067476281371e-07 3.9055529157394634e-07 -3.3957883869918863e-07 3.1286420197750927e-07 -1.4278496280439868e-06 -5.299388967614505e-07 6.1986083018439334e-07 -8.2608698335207011e-07 2.1278782263468147e-07 -4.6256962716911253e-07 2.7789167757562513e-08 -3.0275255056722019e-07 1.8115261253472326e-06 -5.8114132186693452e-07 7.4566956755006685e-07 -4.1859532351001224e-09 5.2334819350829192e-07 -1.8205763359446793e-06 5.1549392310334952e-07 -3.3698573503215818e-07 -1.9430860972034315e-09 -4.8433208911817582e-07 -4.0181531161920249e-07 5.1248061916047459e-07 -5.6506082773921665e-07 1.1791289900031643e-06 -2.0474363422451349e-07 3.6453041647262032e-07 4.9068279214349211e-07 -5.9513172168124129e-07 8.8507996653806434e-09
leaf_weight=32 20 28 23 20 25 20 22 49 29 38 20 21 21 20 47 29 20 35 35 1913 21 25 28 25 24 32 46 22 20 411
leaf_count=32 20 28 23 20 25 20 22 49 29 38 20 21 21 20 47 29 20 35 35 1913 21 25 28 25 24 32 46 22 20 411
internal_value=0 -2.32019e-09 7.64833e-10 -1.598e-09 -8.61033e-08 -3.00635e-08 -1.38613e-07 -2.26807e-07 -9.22752e-08 2.31952e-07 6.33558e-08 5.09638e-09 -1.3291e-08 4.9373e-08 5.56549e-07 3.87441e-09 -5.37453e-07 1.0773e-09 3.4032e-08 -8.23221e-09 1.34366e-08 2.90851e-08 4.93259e-08 2.78907e-08 4.64125e-08 3.88345e-07 9.87012e-09 3.86743e-08 1.78269e-08 4.46522e-08
internal_weight=0 3089 3061 3038 223 198 140 120 98 58 69 2815 1989 826 68 758 40 1969 718 1934 689 668 633 605 580 56 524 499 477 457
internal_count=3121 3089 3061 3038 223 198 140 120 98 58 69 2815 1989 826 68 758 40 1969 718 1934 689 668 633 605 580 56 524 499 477 457
is_linear=0
shrinkage=0.1


Tree=8984
num_leaves=31
num_cat=0
split_feature=1455 15 1455 1455 1212 1212 0 15 1453 42 50 16 0 15 2 1212 2 1213 1213 1213 1209 403 402 401 43 52 132 132 1203 12
split_gain=1.64313e-10 7.00601e-10 4.97519e-10 2.31707e-10 1.86068e-10 7.98426e-10 5.49102e-10 6.74295e-10 5.1445e-10 1.4111e-09 5.17103e-10 4.91655e-10 8.84937e-10 7.63811e-10 3.63744e-10 5.96007e-10 3.21668e-10 2.82832e-10 3.48089e-09 2.11475e-09 1.30143e-09 9.85154e-10 1.07884e-09 8.15122e-10 7.73193e-10 4.12892e-10 3.39256e-10 7.2958e-10 5.9971e-10 2.90643e-10
threshold=-0.097209999999999977 0.088495000000000018 -0.089344999999999994 -0.065979999999999983 0.089995000000000019 0.087615000000000012 -0.064754999999999993 0.099260000000000015 -0.079499999999999987 0.086555000000000007 -0.46943999999999991 -0.069894999999999985 -0.079459999999999989 0.087825000000000014 0.082850000000000021 0.099400000000000002 0.087955000000000019 -0.084619999999999987 -0.087969999999999979 -0.081109999999999988 0.086665000000000006 -0.0047449999999999992 -0.0021499999999999996 0.11655000000000001 0.0016850000000000001 0.048770000000000008 -0.083174999999999985 -0.044384999999999994 0.089005000000000015 0.09320500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 8 7 11 9 16 -10 12 13 14 -6 -16 -5 18 20 -19 21 -12 -23 24 25 -24 28 -28 -21 -29
right_child=2 -3 3 4 6 -7 -8 -9 10 -11 17 -13 -14 -15 15 -17 -18 19 -20 26 -22 22 23 -25 -26 -27 27 29 -30 -31
leaf_value=1.3840452425029071e-07 4.4756184527727786e-07 -5.3270375450458532e-07 -2.5256393071752351e-07 1.9351491926255662e-07 -1.5770182528740407e-07 -5.1747082925620214e-07 -3.8311032736518514e-07 6.654972031712574e-07 -4.1850813699303069e-07 9.5435313618335866e-07 5.4579093351492251e-07 -2.5136252159225278e-07 5.7514249766953942e-07 -3.7741169532857975e-07 6.7639031486193671e-07 -2.2442128758247355e-08 -3.3560743275984353e-07 -1.0344115068505744e-06 1.1693665584289193e-06 -6.9522223653958438e-08 -7.7002633499422373e-07 -7.4912290642714657e-07 -2.5359360057564117e-07 -3.6887250321489127e-07 7.5430919821428688e-07 3.4040580616915994e-07 5.8157319663107198e-07 2.3988995497949877e-08 -6.5136926380660048e-07 -5.8816272905904969e-08
leaf_weight=35 25 28 36 27 20 30 22 22 30 21 32 36 38 34 26 23 20 20 27 155 22 20 25 31 21 22 22 1662 20 569
leaf_count=35 25 28 36 27 20 30 22 22 30 21 32 36 38 34 26 23 20 20 27 155 22 20 25 31 21 22 22 1662 20 569
internal_value=0 -1.59866e-07 3.28658e-09 -3.75429e-10 2.65386e-09 -4.37651e-09 9.0963e-08 1.43373e-07 1.22904e-09 2.72855e-07 -5.66813e-09 7.84763e-08 1.6269e-07 1.05237e-08 2.0168e-07 3.48367e-07 -3.16435e-08 -9.90935e-10 1.13349e-07 -1.03324e-08 -5.14636e-08 5.32277e-08 -7.92263e-08 5.61064e-08 2.49847e-07 2.44487e-08 -1.89682e-09 8.52102e-09 -1.36019e-07 2.87013e-09
internal_weight=0 63 3058 3033 2997 2776 221 199 2746 68 2678 177 141 103 69 49 47 2648 200 2448 173 151 119 99 68 47 2428 2253 175 2231
internal_count=3121 63 3058 3033 2997 2776 221 199 2746 68 2678 177 141 103 69 49 47 2648 200 2448 173 151 119 99 68 47 2428 2253 175 2231
is_linear=0
shrinkage=0.1


Tree=8985
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 131 400 16 1348 448 483 151 2 1204 43 1429 1429 160 160 52 484 133 475 475 475 0 154 39 4 9 12
split_gain=1.62353e-10 5.09233e-09 2.90679e-09 4.77849e-10 2.30822e-10 1.96926e-10 2.25229e-10 1.81637e-10 3.12571e-10 2.75481e-10 2.50751e-10 1.75297e-10 2.75009e-10 7.53608e-10 1.6102e-10 8.60027e-10 1.03203e-09 1.55118e-09 8.06156e-10 1.11823e-09 6.39718e-10 7.23041e-10 1.0034e-09 3.81384e-10 3.52397e-10 3.02949e-10 4.09438e-10 8.30848e-10 6.24838e-10 9.73154e-10
threshold=-0.083284999999999984 0.10022000000000002 0.12358500000000001 0.089480000000000018 -0.076979999999999979 0.10782000000000001 -0.090764999999999985 0.095915000000000014 0.056825000000000007 -0.47522499999999995 -0.5666199999999999 0.084145000000000011 -0.084344999999999989 -0.0051099999999999991 0.032755000000000006 0.083715000000000026 -0.090764999999999985 -0.087874999999999995 -0.023194999999999997 0.087235000000000021 0.088385000000000005 -0.086279999999999982 -0.084264999999999993 -0.10664 -0.077639999999999987 0.085530000000000009 -1.0000000180025095e-35 0.056795000000000005 0.092235000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 -1 6 -6 8 9 -2 -11 -8 -13 -14 25 -16 -17 -18 20 -20 21 23 -23 -19 -24 26 27 -12 -28 -30
right_child=2 -3 -4 -5 5 -7 11 -9 -10 10 14 12 13 -15 15 16 17 18 19 -21 -22 22 24 -25 -26 -27 28 -29 29 -31
leaf_value=2.2128950813993244e-07 -3.5111426939238304e-07 1.5636919613370993e-06 -1.2076773907665485e-06 -5.3747670250459131e-07 2.2425200751677979e-07 -3.0853554779864998e-07 -3.4154751902674849e-07 -2.9095875971409314e-07 3.886008005879592e-07 3.569516854895483e-07 7.6654309417617262e-07 -3.0428149283455825e-07 5.2418875028429883e-07 -3.0437442084635655e-07 -6.0726137555186013e-07 -6.4945749527297549e-07 8.7190401678699793e-07 3.8123519630062222e-08 -1.4672123542540422e-08 -9.28298951629629e-07 5.2542355137217915e-07 -7.3348336956750399e-07 3.8035081502130201e-07 6.2939493545854934e-07 -1.8800666244563522e-07 3.9708394979243171e-07 7.7081858806066546e-09 -7.915108557636604e-08 -8.6618916832375839e-07 5.7211424518754944e-08
leaf_weight=32 22 21 20 20 29 29 22 21 21 20 21 22 23 21 27 23 21 24 37 21 28 24 20 20 24 20 2416 26 21 25
leaf_count=32 22 21 20 20 29 29 22 21 21 20 21 22 23 21 27 23 21 24 37 21 28 24 20 20 24 20 2416 26 21 25
internal_value=0 8.30195e-08 -6.27115e-09 -7.40215e-08 -2.19479e-08 -7.52602e-08 -1.74398e-08 2.06616e-09 4.21699e-09 1.37472e-09 4.12658e-09 -9.70882e-08 -1.56017e-08 1.28738e-07 1.6046e-09 -7.19508e-08 -1.22261e-08 5.46978e-08 -3.19756e-08 -3.45468e-07 9.78998e-08 -8.98108e-09 -2.13364e-07 3.06883e-07 7.03376e-08 9.42841e-09 6.33829e-09 2.98712e-07 7.5682e-10 -3.64341e-07
internal_weight=0 219 2902 198 178 146 117 2882 2861 2840 2818 88 66 44 2798 269 242 219 198 58 140 112 68 44 44 2529 2509 47 2462 46
internal_count=3121 219 2902 198 178 146 117 2882 2861 2840 2818 88 66 44 2798 269 242 219 198 58 140 112 68 44 44 2529 2509 47 2462 46
is_linear=0
shrinkage=0.1


Tree=8986
num_leaves=31
num_cat=0
split_feature=43 130 42 132 394 393 50 1 15 13 9 44 158 9 41 13 34 2 50 50 401 1213 159 50 12 3 4 2 43 42
split_gain=1.55738e-10 3.36239e-10 2.01166e-10 1.68973e-10 7.86717e-10 3.41991e-10 2.27845e-10 1.60959e-10 4.50701e-10 1.17879e-09 4.34999e-10 2.325e-10 5.96486e-10 2.91571e-10 4.51124e-10 5.71353e-10 3.16474e-10 5.26731e-10 2.38982e-10 4.28446e-10 6.44349e-10 8.2894e-10 4.74138e-10 5.66618e-10 4.72859e-10 1.14746e-09 2.98355e-09 1.01379e-09 2.18159e-09 1.95492e-09
threshold=-0.53814999999999991 -0.22699999999999995 0.15432000000000004 -0.083174999999999985 0.10969000000000002 0.10483000000000002 0.09227500000000001 0.13686500000000004 -0.43375999999999998 -0.085584999999999981 0.092890000000000014 0.099360000000000018 -0.47356499999999996 0.088235000000000022 0.086565000000000017 -0.13710499999999998 -0.08786999999999999 -0.080614999999999978 0.12213000000000002 0.11863000000000001 -0.13200999999999999 -0.060974999999999994 -0.46986499999999992 0.11318500000000002 0.094580000000000011 -0.07359499999999998 -0.069999999999999993 0.094095000000000012 -0.041049999999999996 0.094365000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 7 6 -3 10 9 -9 11 12 -5 14 16 -16 -14 -18 19 20 21 -19 -22 24 -24 27 -27 28 -26 -29
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 -12 -13 13 -15 15 -17 17 18 -20 -21 22 -23 23 -25 25 26 -28 29 -30 -31
leaf_value=2.1609085744482095e-07 -3.7514857543404413e-07 6.5004299230939513e-09 2.8311929509072797e-07 4.8099402505386024e-07 6.2984602024585e-07 -4.0599524272144253e-07 -3.0686199602735511e-07 1.0336664545845381e-07 2.5518484052425899e-08 -8.9121476001061883e-07 3.911090163518534e-07 -3.2204355203578996e-07 3.7449358841454031e-07 -3.3357422440671003e-07 3.6103269513370667e-08 7.1346143016626239e-07 -4.7266804038178141e-07 -1.3079219605480411e-07 1.511055773205174e-07 -4.2004493525382719e-07 -4.974965264636922e-07 5.9816028149329311e-07 2.1041962577113572e-08 -3.9653530135379897e-07 4.4335612869872427e-10 -1.4568632542477644e-06 -1.4420968365160583e-07 5.1357491296736651e-09 -1.0994615277840322e-06 8.4576072513950109e-07
leaf_weight=33 24 165 25 26 20 29 27 26 92 22 29 22 22 26 33 20 24 26 98 25 20 39 1773 37 100 20 129 132 22 35
leaf_count=33 24 165 25 26 20 29 27 26 92 22 29 22 22 26 33 20 24 26 98 25 20 39 1773 37 100 20 129 132 22 35
internal_value=0 -2.30738e-09 6.13048e-10 -1.71096e-09 4.89246e-09 -8.59121e-08 -3.75662e-08 4.25319e-10 -1.04082e-07 -3.52483e-07 5.92985e-09 1.68101e-09 4.41286e-09 -3.88034e-10 3.00251e-09 2.9171e-07 -3.1132e-09 -6.46294e-09 -1.90719e-09 -8.26649e-09 -3.85395e-09 3.06579e-07 -1.27508e-08 -8.43816e-09 -1.94355e-09 -9.49876e-08 -3.20405e-07 2.12309e-08 -1.979e-07 1.81315e-07
internal_weight=0 3088 3064 3039 2818 221 192 2798 140 48 2658 2629 2607 2581 2555 53 2502 2480 2456 2358 2333 65 2268 2248 2211 438 149 289 122 167
internal_count=3121 3088 3064 3039 2818 221 192 2798 140 48 2658 2629 2607 2581 2555 53 2502 2480 2456 2358 2333 65 2268 2248 2211 438 149 289 122 167
is_linear=0
shrinkage=0.1


Tree=8987
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 402 0 131 399 130 402 42 1186 129 129 43 12 43 43 43 13 15 13 13 403 13 13 403 402 15
split_gain=1.61813e-10 5.27405e-09 2.79162e-09 6.86247e-10 2.2722e-10 7.96719e-10 5.68831e-10 1.77061e-10 2.05703e-10 4.27653e-10 1.94766e-10 3.78303e-10 1.61776e-10 1.88946e-10 2.05708e-10 1.83503e-10 5.04826e-10 1.14174e-09 5.30196e-10 5.94015e-10 5.40714e-10 4.93295e-10 3.30424e-10 1.13625e-09 1.81579e-09 9.77431e-10 1.26797e-09 8.83459e-10 2.5524e-09 2.50317e-09
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.079429999999999987 -0.092414999999999983 -0.082619999999999985 -0.076979999999999979 0.11011000000000001 0.09364500000000002 0.087450000000000014 -0.015274999999999999 -0.091099999999999987 -0.082304999999999975 -1.0000000180025095e-35 0.084740000000000024 0.084100000000000022 0.11268500000000002 0.097930000000000017 0.16180500000000003 -0.033284999999999988 0.089595000000000022 -0.088319999999999996 -0.089109999999999981 -0.0059799999999999992 -0.090204999999999994 -0.090799999999999978 -0.0038999999999999994 0.11522000000000002 0.085550000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 5 -4 -7 -1 9 10 11 -9 -6 -14 -15 22 17 -17 -18 -20 21 -21 23 25 -25 26 27 29 -29 -16
right_child=2 -3 4 -5 12 6 -8 8 -10 -11 -12 -13 13 14 15 16 18 -19 19 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=1.9851103001400362e-07 -1.1284365820591286e-06 1.5897508793235223e-06 -3.0886390657191115e-07 -6.3232450997929856e-07 -2.8541011403149242e-07 9.2859366536875623e-08 8.0551969804652068e-07 3.1461774791334088e-07 2.2837598485753438e-07 -4.8931168719808698e-07 -2.6182611725289461e-07 -1.3550954248941265e-07 2.5847969737924358e-07 -2.8815371206292186e-07 1.2451629532545379e-07 -9.2848494099533644e-07 4.9168732658699814e-07 -2.541877244138526e-08 -3.8935062784611024e-07 5.295913789569245e-07 -2.9774004133287236e-07 -9.8126685359256092e-08 -9.6216052525044539e-09 -1.1765909778746607e-07 1.1556197364370747e-06 -6.1634850538894177e-07 8.0617599151496104e-07 1.5332744166024718e-08 1.1578312805362484e-06 -1.2400757154296116e-06
leaf_weight=32 22 21 22 20 20 24 21 33 21 24 25 43 28 25 41 21 20 42 38 31 24 21 2088 21 24 22 22 284 21 20
leaf_count=32 22 21 22 20 20 24 21 33 21 24 25 43 28 25 41 21 20 42 38 31 24 21 2088 21 24 22 22 284 21 20
internal_value=0 8.28898e-08 -6.2523e-09 -7.69288e-08 2.31994e-09 1.84321e-07 4.25434e-07 -1.45248e-08 -6.12176e-08 -1.09869e-07 -1.97047e-08 5.99405e-08 -2.01497e-09 1.43524e-11 -2.60302e-09 2.37132e-12 -9.29768e-08 -3.26441e-07 1.67861e-08 -6.65299e-08 9.48804e-08 2.7609e-07 7.20524e-09 8.44238e-08 5.61423e-07 3.20703e-08 6.88363e-08 2.45153e-08 9.39966e-08 -3.22891e-07
internal_weight=0 219 2902 198 2880 67 45 178 146 125 101 76 2813 2793 2765 2740 197 63 134 114 76 52 2543 455 45 410 388 366 305 61
internal_count=3121 219 2902 198 2880 67 45 178 146 125 101 76 2813 2793 2765 2740 197 63 134 114 76 52 2543 455 45 410 388 366 305 61
is_linear=0
shrinkage=0.1


Tree=8988
num_leaves=31
num_cat=0
split_feature=447 447 447 49 48 2 160 3 43 130 14 12 13 13 1186 10 47 2 1 4 16 13 159 52 4 157 475 12 0 16
split_gain=1.54059e-10 1.89077e-10 1.84178e-10 2.74471e-10 2.32741e-10 7.4531e-10 3.00395e-10 3.36434e-10 1.95149e-10 2.65336e-10 2.45191e-10 9.54646e-10 1.02322e-09 2.97132e-10 5.39756e-10 5.12859e-10 4.28784e-10 2.099e-09 1.97605e-09 2.86195e-09 5.02015e-10 7.12936e-10 4.86336e-10 7.35611e-10 6.87727e-10 1.87417e-09 6.53655e-10 7.00843e-10 7.85705e-10 1.07614e-09
threshold=0.10419500000000002 0.094005000000000019 0.088380000000000014 -0.047584999999999995 -0.031249999999999997 0.10644500000000001 0.086075000000000013 -0.087909999999999988 -0.53814999999999991 -0.22699999999999995 0.023790000000000002 0.089300000000000004 -0.088069999999999996 -0.0034749999999999994 -0.085584999999999981 -0.012544999999999999 0.092165000000000011 -1.0000000180025095e-35 0.10171500000000001 0.0082450000000000006 -0.105305 0.01128 0.10545500000000001 -0.11183499999999999 -0.50052499999999989 -0.0095499999999999977 0.016915000000000003 -0.010834999999999999 -0.082974999999999979 -0.020119999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 -6 -10 13 12 -12 -11 -15 -16 17 -17 19 -18 -20 -22 24 -24 25 -19 27 -26 29 -29
right_child=-2 -3 3 -5 8 -7 -8 -9 9 10 11 -13 -14 14 15 16 18 22 20 -21 21 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=2.0832446347456082e-07 -2.766539125786949e-07 3.0082461073277504e-07 3.4211199851631173e-08 -4.2561948794173077e-07 2.434738965106931e-07 6.9915252367991351e-07 3.279946325692022e-07 -2.9796667466338738e-07 -3.3595631805383168e-07 -1.7631332745672946e-08 9.0056273847949351e-08 3.9942410423810501e-07 -7.6378541666866086e-07 4.9419658315249151e-07 5.0426055039402546e-07 1.0167217157236957e-06 7.2179139959624327e-08 1.0165488320651023e-06 -2.5421048889029406e-07 -1.5634549066589898e-06 6.75789484359614e-07 -7.5604190208838667e-08 -7.2708498675768045e-07 5.5863827037277196e-08 -3.7399544650494862e-07 -3.7626807151506611e-08 -5.1492496484313412e-07 1.1803181582242854e-07 -2.9611358694513579e-08 7.9178729341341142e-07
leaf_weight=21 20 21 27 25 32 20 22 35 24 2007 25 21 32 27 23 22 23 26 20 20 28 23 21 28 39 48 23 113 275 30
leaf_count=21 20 21 27 25 32 20 22 35 24 2007 25 21 32 27 23 22 23 26 20 20 28 23 21 28 39 48 23 113 275 30
internal_value=0 1.78121e-09 -2.57723e-10 -1.86861e-07 2.94683e-09 1.5454e-07 1.48957e-08 -1.08107e-07 -2.12352e-09 -4.83543e-09 -2.07033e-09 -1.76946e-07 -3.89293e-07 2.80819e-09 5.48007e-08 3.92316e-08 2.47584e-08 5.72903e-08 -1.53596e-07 -6.88581e-07 1.70408e-07 3.36926e-07 2.22862e-08 -2.79686e-07 4.89949e-08 3.32759e-07 5.2479e-09 3.14273e-08 6.92538e-08 2.59379e-07
internal_weight=0 3101 3080 52 3028 98 78 56 2930 2898 2874 78 57 2796 789 762 739 625 114 43 71 51 603 49 554 74 480 457 418 143
internal_count=3121 3101 3080 52 3028 98 78 56 2930 2898 2874 78 57 2796 789 762 739 625 114 43 71 51 603 49 554 74 480 457 418 143
is_linear=0
shrinkage=0.1


Tree=8989
num_leaves=31
num_cat=0
split_feature=130 40 15 159 142 11 33 4 1184 124 2 1 9 1 480 1 16 480 2 15 376 457 457 147 1456 1456 159 1374 160 1447
split_gain=1.77957e-10 3.61777e-10 1.79513e-10 2.70369e-10 1.73927e-10 2.56418e-10 3.76701e-10 2.56829e-10 4.02057e-10 3.95682e-10 4.73451e-10 2.62349e-10 4.48872e-09 4.22761e-09 8.02117e-10 8.87665e-10 1.35238e-09 7.64839e-10 4.55508e-10 1.11147e-09 4.65191e-10 5.37521e-10 6.52207e-10 7.50219e-10 5.13865e-10 9.56569e-10 5.65868e-10 4.2131e-10 8.06466e-10 4.21104e-10
threshold=-0.23123999999999997 -0.24290999999999999 -0.5556049999999999 0.10569000000000002 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.50996500000000011 0.089075000000000015 -0.010204999999999999 0.11510000000000002 0.09253500000000002 0.09055500000000001 0.091900000000000023 0.10412 0.093700000000000019 -0.059624999999999991 0.11191000000000002 -1.0000000180025095e-35 -0.089549999999999991 0.082945000000000019 0.11612500000000002 0.092360000000000012 0.093615000000000018 -0.079429999999999987 -0.0077899999999999992 0.10497500000000001 0.089635000000000006 -0.55323499999999981 0.056670000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 -7 8 11 -9 -11 13 14 17 15 16 -13 27 19 -17 21 22 23 24 -20 -26 -27 28 -8 -30
right_child=1 2 4 -5 5 6 7 9 -10 10 -12 12 -14 -15 -16 18 -18 -19 20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=2.7714012634552765e-07 -4.2598420776585042e-07 -3.0316189765973908e-08 2.7171041937356718e-07 4.6100919267441245e-07 -3.0553731445844993e-07 -4.2354226149568383e-07 -4.9777526518991027e-07 8.3761850037587608e-08 4.5329423755902096e-07 1.3228731567949126e-08 -6.2380778505907339e-07 -9.79733446371256e-08 1.2956358592473653e-06 -1.394429270104328e-06 -5.6218126106936479e-07 -7.9347384579856826e-07 1.0649433755816064e-06 4.3786948259375661e-07 -4.8488579359993473e-07 6.3382222700655386e-08 3.1153277695658781e-07 4.5363264780462491e-07 -5.4178102251843607e-07 5.6080751513174786e-07 6.7617888834803361e-07 -5.6757360338316572e-08 3.9880432256785719e-07 3.6261494453052969e-07 -7.8303459572997152e-10 -3.9144155051319881e-07
leaf_weight=23 20 24 23 21 28 21 34 35 20 20 28 20 28 22 24 24 20 39 23 41 52 25 23 23 20 456 29 30 1897 28
leaf_count=23 20 24 23 21 28 21 34 35 20 20 28 20 28 22 24 24 20 39 23 41 52 25 23 23 20 456 29 30 1897 28
internal_value=0 -2.04953e-09 7.05084e-10 1.98969e-07 -2.23652e-09 -4.3298e-09 -1.50156e-09 1.49164e-09 6.49309e-09 -1.71932e-07 -3.58376e-07 3.36642e-09 5.16256e-08 -1.56547e-08 6.96879e-09 2.5037e-08 4.83485e-07 -6.97624e-10 -5.74578e-10 -2.52995e-07 2.46287e-08 -2.77798e-10 -2.00474e-08 1.73094e-09 -2.26228e-08 -1.56921e-09 -2.95176e-08 -9.29698e-09 -1.49924e-08 -6.46534e-09
internal_weight=0 3098 3078 45 3033 3010 2982 2961 2878 83 48 2858 808 2050 780 756 40 2028 716 65 651 599 574 551 528 505 485 1989 1959 1925
internal_count=3121 3098 3078 45 3033 3010 2982 2961 2878 83 48 2858 808 2050 780 756 40 2028 716 65 651 599 574 551 528 505 485 1989 1959 1925
is_linear=0
shrinkage=0.1


Tree=8990
num_leaves=31
num_cat=0
split_feature=9 12 33 34 9 130 2 147 147 147 15 3 128 42 130 402 16 12 12 1 16 12 402 0 3 0 13 159 13 15
split_gain=2.70242e-10 9.76833e-10 6.35615e-10 1.88009e-10 4.92156e-10 1.79928e-10 3.14605e-10 1.89764e-10 3.18789e-10 2.71495e-10 1.88885e-10 1.80142e-10 4.26228e-10 4.54355e-10 4.69446e-10 6.82893e-10 5.04795e-10 8.69957e-10 1.78373e-09 1.01668e-09 8.64057e-10 8.52185e-10 4.15821e-10 4.13708e-10 1.30114e-09 7.20455e-10 4.04381e-10 1.75956e-09 1.59389e-09 1.38259e-09
threshold=0.092235000000000011 -0.010834999999999999 -0.0066799999999999993 -0.08786999999999999 0.082870000000000013 -0.23123999999999997 0.31358000000000003 0.11204500000000002 0.099730000000000027 0.093875000000000014 0.19724500000000003 -0.096544999999999978 0.085955000000000018 -0.106335 0.090945000000000012 0.087880000000000014 -0.0073349999999999986 0.10149500000000002 0.096395000000000022 0.10337500000000001 0.40391000000000005 0.078300000000000008 0.081585000000000019 0.10455500000000001 -0.017889999999999996 0.051010000000000007 -0.099939999999999987 0.085545000000000024 -0.097224999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 7 8 9 10 11 12 13 22 15 16 21 18 19 20 -18 -15 -7 25 -25 26 27 29 -28 -13
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11 -12 23 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=4.7824920052111764e-07 2.8258138059463223e-07 -5.6637105955731521e-07 2.8443000627228926e-07 2.8566525791327213e-07 -4.969805992516285e-07 -5.9250925882484551e-07 -3.3499012295529999e-07 -3.0518076897578795e-07 4.0177431657184572e-07 -3.2053306349657023e-07 2.7774047873663225e-07 -1.5746445492161663e-07 4.0066841431580005e-07 7.5018891885747513e-07 4.9676268337369336e-07 -4.4331505117051405e-07 -9.8449501175916039e-08 -6.2220013422699023e-07 8.6066067172806561e-07 -6.2836242571100756e-07 6.4130453210964337e-07 1.0649782961403114e-07 1.6808657458492841e-08 -8.8635810828106647e-07 1.8136992821382592e-07 5.6631574574856296e-07 8.9137851034593051e-07 3.0744003564846198e-07 -5.4577776561895785e-09 -9.3110794316751049e-07
leaf_weight=28 23 33 23 22 20 21 28 20 20 26 25 77 34 25 24 27 75 22 23 28 20 116 24 21 25 22 20 54 2162 33
leaf_count=28 23 33 23 22 20 21 28 20 20 26 25 77 34 25 24 27 75 22 23 28 20 116 24 21 25 22 20 54 2162 33
internal_value=0 -2.17694e-07 3.97957e-09 -3.93016e-10 -2.56652e-09 7.36183e-10 -1.37298e-09 1.80001e-09 3.89974e-09 1.15956e-09 4.06574e-09 1.66761e-09 6.05916e-08 3.2042e-08 6.94897e-08 3.89702e-08 8.11116e-08 -3.5982e-08 5.23522e-08 -9.87949e-08 5.72882e-08 2.20627e-07 -2.6754e-07 -9.04807e-09 -3.06071e-07 -3.27819e-09 -8.61965e-09 -1.60058e-07 2.76254e-09 -3.89558e-07
internal_weight=0 56 3065 3037 3014 2994 2972 2944 2924 2904 2878 2853 439 405 360 336 309 168 146 123 95 141 45 2414 46 2368 2346 164 2182 110
internal_count=3121 56 3065 3037 3014 2994 2972 2944 2924 2904 2878 2853 439 405 360 336 309 168 146 123 95 141 45 2414 46 2368 2346 164 2182 110
is_linear=0
shrinkage=0.1


Tree=8991
num_leaves=31
num_cat=0
split_feature=9 12 33 132 1186 132 1203 34 9 158 1455 15 158 158 12 159 131 15 1452 160 159 3 42 481 484 484 3 3 12 484
split_gain=2.18895e-10 7.91235e-10 5.1485e-10 1.63823e-10 4.80614e-09 2.5881e-09 4.77055e-10 1.50395e-10 4.01616e-10 1.51343e-10 2.00062e-10 7.2108e-10 7.1337e-10 2.94722e-10 6.46126e-10 2.5068e-10 1.42222e-09 2.06314e-09 1.19501e-09 1.20585e-09 9.19098e-10 8.9834e-10 2.09494e-09 1.92019e-09 1.19936e-09 9.26991e-10 6.22999e-10 5.81069e-10 3.0057e-10 2.54939e-10
threshold=0.092235000000000011 -0.010834999999999999 -0.0066799999999999993 -0.083284999999999984 0.0044650000000000011 -0.076764999999999986 0.085960000000000023 -0.08786999999999999 0.082870000000000013 -0.47382999999999992 -0.097209999999999977 0.088495000000000018 -0.4686749999999999 -0.073714999999999989 0.095110000000000014 -0.015149999999999999 0.09055500000000001 0.11773500000000002 0.083330000000000015 -0.55045999999999984 -0.0041699999999999992 -0.085784999999999986 0.085730000000000015 -0.086219999999999977 -0.081614999999999979 -0.077774999999999983 -0.075944999999999985 -0.061964999999999992 0.087765000000000024 0.10126500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -5 -4 -7 9 -9 11 -11 -12 14 -14 16 17 18 19 -15 -17 22 -21 -23 -25 -26 28 -28 -27 -22
right_child=1 -3 3 5 -6 7 -8 8 -10 10 12 -13 13 15 -16 20 -18 -19 -20 21 29 23 -24 24 25 26 27 -29 -30 -31
leaf_value=4.3042439585860852e-07 2.5432322923566265e-07 -5.0973397972856309e-07 -6.0247646785276664e-09 -1.1402891327350064e-06 1.5208346632161488e-06 2.5598698574986368e-07 -4.4581342402533007e-07 -2.4247093153917381e-07 -4.4728254018799877e-07 1.2232422046268125e-07 5.6323318013394041e-07 -5.8514611873761177e-07 -5.9050706488505965e-07 -6.7838130793580093e-07 1.6190866081918405e-07 -6.6205856373899444e-07 -5.7998377871689595e-07 9.8740764458313989e-07 7.9710328002474416e-07 -5.1119333038480587e-08 8.0563420528565162e-09 -7.8876330310403592e-07 1.2192151946995486e-06 7.168423122320915e-07 -6.2416810459624345e-07 1.2004313409055737e-07 -5.5099663183812349e-07 1.4486576783870727e-07 5.9319491896303589e-07 -2.0435245402670092e-07
leaf_weight=28 23 33 165 20 21 23 29 25 20 34 23 25 25 23 21 21 29 27 21 34 2193 28 21 27 21 29 21 28 25 58
leaf_count=28 23 33 165 20 21 23 29 25 20 34 23 25 25 23 21 21 29 27 21 34 2193 28 21 27 21 29 21 28 25 58
internal_value=0 -1.95925e-07 3.58103e-09 -3.54302e-10 8.379e-08 -6.76501e-09 -7.17664e-08 1.32581e-09 -7.81859e-10 2.45483e-09 4.69445e-09 -1.77451e-07 8.71188e-09 3.90268e-09 -2.47013e-07 8.33173e-09 8.92234e-08 1.52853e-07 7.17991e-08 1.25329e-08 -3.55991e-09 8.04433e-08 4.33917e-07 -2.81661e-08 1.12872e-07 -1.86379e-08 1.0482e-07 -1.53361e-07 3.39095e-07 2.58335e-09
internal_weight=0 56 3065 3037 215 2822 194 2802 2779 2759 2734 59 2675 2652 46 2606 334 305 278 257 2272 234 55 179 151 124 103 49 54 2251
internal_count=3121 56 3065 3037 215 2822 194 2802 2779 2759 2734 59 2675 2652 46 2606 334 305 278 257 2272 234 55 179 151 124 103 49 54 2251
is_linear=0
shrinkage=0.1


Tree=8992
num_leaves=31
num_cat=0
split_feature=9 3 9 1211 132 1203 403 401 1 1212 1186 394 15 390 393 130 2 11 2 34 2 15 42 43 133 130 13 13 13 52
split_gain=1.77308e-10 6.48488e-10 4.93769e-10 1.47968e-10 3.2907e-09 3.87785e-09 5.81661e-10 5.23903e-10 8.40784e-10 8.90485e-10 2.4494e-10 2.24275e-10 1.19022e-09 3.10247e-10 1.94384e-10 1.87934e-10 2.43872e-10 3.18214e-10 2.80383e-10 6.84538e-10 2.04605e-10 1.73838e-09 2.01052e-10 7.07202e-10 1.8504e-09 9.25295e-10 1.32072e-09 8.17645e-10 1.30602e-09 6.30901e-10
threshold=0.092235000000000011 -0.13309499999999996 0.087755000000000014 0.080695000000000003 -0.083284999999999984 0.088520000000000015 0.022375000000000003 -0.46360499999999999 0.085110000000000005 0.10083000000000002 -0.095479999999999982 -0.10499499999999999 0.085315000000000016 0.087590000000000015 0.10856500000000001 -0.23123999999999997 0.31358000000000003 -0.014494999999999999 -0.045829999999999989 -0.010024999999999997 -0.0050599999999999994 -0.10203999999999998 -0.092459999999999987 -0.095049999999999982 0.089595000000000022 0.085235000000000019 0.066795000000000007 -0.0087749999999999981 0.0027400000000000007 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 10 -5 6 7 -6 9 -9 -1 12 -12 14 15 -13 17 -17 19 -19 21 -20 23 24 25 29 -27 -25 -29 -22
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 11 13 -14 -15 -16 16 -18 18 20 -21 22 -23 -24 27 -26 26 -28 28 -30 -31
leaf_value=-2.900477129941237e-07 2.8022292255514006e-07 -4.2997405884648289e-07 4.5502739377904319e-07 1.2962898394874857e-06 -1.6805416589704693e-07 -1.3663009191589027e-06 -2.7221665909603965e-07 5.2145626988210009e-07 8.2481225257643366e-07 -2.7658719693169623e-07 -6.4054580446219049e-07 2.9312329356149089e-07 3.0099827949925388e-07 3.0591152041682965e-07 3.0053702879567505e-07 3.8362104668348843e-07 -3.0077954395072281e-07 -6.0726571268787664e-07 8.8522331664493829e-07 1.5756658332835824e-07 2.2846118797174726e-07 -2.3727779705495779e-07 -1.6335518445836139e-08 -1.1783347986238368e-07 -7.3261802748803015e-07 1.029219872959532e-06 6.8799391325708502e-08 9.6280120630815932e-07 6.5348481825822099e-08 -4.6718946258295094e-07
leaf_weight=30 20 36 24 20 25 20 29 29 26 27 29 21 25 33 21 21 28 25 22 22 22 37 2301 33 32 21 45 31 34 32
leaf_count=30 20 36 24 20 25 20 29 29 26 27 29 21 25 33 21 21 28 25 22 22 22 37 2301 33 32 21 45 31 34 32
internal_value=0 -1.76332e-07 3.22436e-09 -3.41334e-10 8.8657e-08 -6.61677e-08 1.25028e-07 2.32693e-07 3.54872e-07 1.36685e-07 -5.8086e-09 -2.80078e-09 -2.04646e-07 1.11854e-09 -2.54163e-09 -4.87557e-09 -7.1882e-09 -4.11854e-09 -7.1831e-09 -2.49259e-07 -2.82388e-09 1.81282e-07 -7.08191e-09 7.80883e-08 -5.69612e-08 1.23214e-07 3.74388e-07 2.87553e-07 4.93364e-07 -1.83776e-07
internal_weight=0 56 3065 3041 176 156 136 107 82 56 2865 2835 54 2781 2748 2727 2706 2678 2657 47 2610 59 2551 250 152 120 66 98 65 54
internal_count=3121 56 3065 3041 176 156 136 107 82 56 2865 2835 54 2781 2748 2727 2706 2678 2657 47 2610 59 2551 250 152 120 66 98 65 54
is_linear=0
shrinkage=0.1


Tree=8993
num_leaves=31
num_cat=0
split_feature=1213 132 1185 1203 2 0 52 0 0 1204 43 399 130 12 12 0 13 16 1209 16 403 0 402 1213 47 13 13 43 133 3
split_gain=1.77127e-10 1.60141e-10 9.8076e-10 5.07867e-10 1.70349e-10 2.88866e-10 3.84852e-10 3.29264e-10 4.6306e-10 2.0983e-10 1.94591e-10 1.64654e-10 3.73587e-10 2.06838e-10 6.89372e-10 1.33189e-09 7.38751e-10 6.7598e-10 6.73774e-10 5.57009e-10 9.02804e-10 6.36809e-10 5.00552e-10 9.19439e-10 5.75908e-10 7.3582e-10 1.04415e-09 2.75101e-09 3.8812e-09 1.93605e-09
threshold=0.51370000000000016 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11585500000000001 -0.073309999999999986 0.089575000000000016 -0.098289999999999975 -0.091069999999999984 -0.082884999999999986 -0.0090299999999999981 -0.065739999999999979 0.086650000000000019 0.094580000000000011 0.096075000000000008 -0.067624999999999977 -0.07743499999999999 -0.071854999999999988 0.11495000000000001 0.51791000000000009 0.10469000000000002 0.10455500000000001 0.024785000000000005 -0.060974999999999994 0.084635000000000016 -0.051094999999999995 -0.069964999999999986 0.055925000000000009 0.095530000000000018 -0.072894999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -9 10 -10 12 -4 -13 15 16 -15 -18 19 20 21 22 23 -16 25 26 27 28 -25 -28
right_child=-2 2 11 -5 -6 -7 -8 8 9 -11 -12 13 -14 14 18 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-3.9463844435279802e-07 2.9663835327653487e-07 6.8529185401054018e-07 -7.7711524155616915e-08 -4.8187791892624031e-07 2.2310445027725244e-07 2.9548882153562776e-07 -4.5097654469406768e-07 4.7161720459598658e-07 -1.205340905388849e-07 -2.3300873525117943e-07 3.0503890576212492e-07 1.074346005942447e-08 4.6453076822198613e-07 -5.8819865387249595e-07 -5.2011605021107245e-07 -9.6794147724643204e-07 -2.3681913430466564e-07 5.3853112082048368e-07 5.5745571433618582e-07 3.1074074420990486e-07 -6.5001965458577618e-07 -5.0368026146922302e-07 4.2229310277701438e-07 2.7389788507597196e-07 -2.6963027427797694e-07 -6.2574535296075096e-08 1.3675593203288373e-06 9.8431800801162822e-07 -1.4723871098709652e-06 1.3419780892880745e-07
leaf_weight=21 20 21 27 28 24 20 27 20 22 39 21 2178 24 20 35 23 23 22 20 43 25 27 26 35 59 175 20 21 20 35
leaf_count=21 20 21 27 28 24 20 27 20 22 39 21 2178 24 20 35 23 23 22 20 43 25 27 26 35 59 175 20 21 20 35
internal_value=0 -1.91631e-09 4.39407e-09 -8.37523e-08 -2.62908e-08 -6.14996e-08 -1.09098e-07 -3.40515e-08 4.0187e-08 -6.50399e-08 8.73039e-08 -6.09024e-10 1.77461e-07 -3.84436e-09 -5.43567e-08 -3.13929e-07 -8.25097e-08 1.42241e-07 -1.21342e-08 -3.39994e-08 -6.50116e-08 -3.27264e-08 -2.87723e-09 -3.05133e-08 1.64349e-08 7.15913e-08 2.5082e-07 1.06495e-08 -3.61115e-07 5.82693e-07
internal_weight=0 3101 2879 222 194 170 150 123 102 82 43 2858 51 2807 629 88 65 45 541 521 478 453 426 400 365 306 131 76 55 55
internal_count=3121 3101 2879 222 194 170 150 123 102 82 43 2858 51 2807 629 88 65 45 541 521 478 453 426 400 365 306 131 76 55 55
is_linear=0
shrinkage=0.1


Tree=8994
num_leaves=31
num_cat=0
split_feature=401 401 52 13 133 2 133 1211 1204 1203 402 133 403 133 133 1209 2 1212 1212 2 402 401 4 401 1213 1213 132 399 1211 15
split_gain=1.61168e-10 2.76121e-10 1.43126e-09 7.7967e-10 3.43554e-10 8.24406e-10 2.64901e-10 2.39772e-10 2.57688e-10 3.54432e-10 2.35123e-10 3.96908e-10 7.93434e-10 8.23081e-10 4.05376e-10 5.22164e-10 1.76553e-09 3.66142e-10 7.41647e-10 2.32895e-09 2.0914e-09 4.54022e-10 8.65873e-10 7.85966e-10 5.07163e-10 7.59288e-10 4.39446e-10 6.66294e-09 4.85472e-09 1.12989e-09
threshold=-0.47263499999999997 -0.078179999999999986 0.10263500000000002 -0.063184999999999977 0.51114000000000004 0.088055000000000008 0.41484500000000007 0.11301500000000002 0.058775000000000008 -1.0000000180025095e-35 -0.12951499999999996 0.40431 -0.54856499999999986 0.31382500000000008 0.26753000000000005 -0.084629999999999997 0.084715000000000013 -0.44605499999999992 -0.089544999999999986 0.087015000000000023 0.13775000000000001 0.10711000000000001 -0.0057249999999999992 0.09530000000000001 0.099360000000000018 0.12699500000000002 -0.083284999999999984 0.091580000000000009 0.090815000000000021 0.084840000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 8 9 -3 -11 12 -12 14 15 16 -14 -17 19 -19 21 23 -23 24 26 -26 27 29 -28 -20
right_child=1 4 -4 -5 5 -7 -8 -9 -10 10 11 -13 13 -15 -16 17 -18 18 20 -21 -22 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-2.5814294843939935e-07 1.008592820426202e-06 3.5161580171916288e-07 -4.2383696737765009e-07 1.3617893376336032e-07 1.253204000862673e-07 -7.5254097822607954e-07 2.6404245927013014e-07 2.4462866436582052e-07 -3.540102723388286e-07 -2.6730954399521153e-07 -4.934542913002643e-07 4.3036626588370086e-07 -2.7547907211555869e-07 6.2347414498054562e-07 -4.2302706345787513e-07 -3.384498065563755e-07 9.1297565541026419e-07 -7.8943639230834222e-08 5.1334240666557323e-09 1.2272304101657028e-06 -9.4069994330444244e-07 8.0057871056027351e-07 -9.908959159672478e-08 -6.0343564036522623e-07 -7.5641360229962062e-07 5.6913259142514029e-08 6.2694683126206215e-09 1.6583871811235441e-06 -1.521161897515066e-06 -8.0035661379643633e-07
leaf_weight=24 20 28 23 21 23 20 38 39 21 34 33 21 25 21 23 33 25 43 102 20 24 20 23 22 22 24 2282 25 21 21
leaf_count=24 20 28 23 21 23 20 38 39 21 34 33 21 25 21 23 33 25 43 102 20 24 20 23 22 22 24 2282 25 21 21
internal_value=0 1.99886e-09 2.07553e-07 5.61747e-07 -2.33858e-09 -2.82987e-07 1.69751e-09 -1.67956e-09 -4.9772e-09 -2.44273e-09 -5.90419e-09 -2.76363e-09 -6.0017e-09 -2.07056e-10 -4.96107e-09 -1.44148e-09 3.18748e-07 -7.41071e-09 -3.28678e-09 3.35715e-07 -1.15455e-08 -2.8415e-09 3.19361e-07 -8.34158e-09 -3.09846e-09 -3.32069e-07 3.07561e-09 1.70107e-07 -7.65848e-09 -1.32389e-07
internal_weight=0 3097 64 41 3033 43 2990 2952 2913 2892 2864 2830 2809 2776 2755 2732 50 2682 2649 63 2586 2562 43 2519 2497 46 2451 148 2303 123
internal_count=3121 3097 64 41 3033 43 2990 2952 2913 2892 2864 2830 2809 2776 2755 2732 50 2682 2649 63 2586 2562 43 2519 2497 46 2451 148 2303 123
is_linear=0
shrinkage=0.1


Tree=8995
num_leaves=31
num_cat=0
split_feature=398 399 1186 133 132 50 393 1186 1212 128 133 403 1212 3 13 1212 2 1212 1456 43 1456 1429 1456 158 159 483 1455 1213 1213 1213
split_gain=1.73398e-10 3.38412e-10 2.48291e-10 1.05699e-09 7.75332e-10 7.35257e-09 4.4838e-09 3.74582e-10 2.58257e-10 7.256e-10 5.43467e-10 1.15022e-09 8.78817e-10 1.46893e-09 6.38507e-10 4.55947e-10 1.1749e-09 4.70409e-10 4.30159e-10 1.35346e-09 7.94479e-10 5.70838e-10 4.54243e-10 3.05205e-10 4.245e-10 4.44338e-10 3.42075e-10 2.70565e-10 2.70245e-09 2.11625e-09
threshold=0.10071000000000001 0.093190000000000009 0.057025000000000006 -0.022174999999999997 -0.083284999999999984 0.10022000000000002 0.098330000000000015 -0.086839999999999987 0.091580000000000009 0.087685000000000013 -0.040449999999999993 0.022375000000000003 0.13631000000000001 -0.082974999999999979 -0.0044799999999999987 0.087615000000000012 0.084755000000000011 0.086995000000000017 -0.15308499999999997 -0.070064999999999975 -0.091834999999999986 0.08401500000000002 -0.086074999999999985 -0.47287499999999999 -0.46871499999999994 0.12874500000000003 -0.076939999999999995 -0.085284999999999986 -0.090764999999999985 -0.074014999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 8 -1 15 10 11 -10 13 14 -12 17 -17 18 19 21 -20 -6 -22 -24 -25 26 -26 28 -28 -29
right_child=-2 -3 3 -5 6 -7 -8 -9 9 -11 12 -13 -14 -15 -16 16 -18 -19 20 -21 22 -23 23 24 25 -27 27 29 -30 -31
leaf_value=-4.2826431765552985e-07 -1.9487693325320126e-07 3.3158397879758691e-07 6.3771951397078356e-08 -6.2999315455503088e-07 3.7148636119001467e-07 2.012221118548041e-06 -1.4993155303244522e-06 3.0416289606261445e-08 7.3240647841704891e-07 6.8752809696093214e-07 -7.2319360867822978e-07 -2.0347985572044538e-07 -6.0157882785460971e-07 5.6217427876552918e-07 4.1854139235889914e-08 -8.7685725472532625e-07 7.9961860551107263e-08 4.4214328435524907e-07 5.6540280183980936e-07 -8.0498361209417151e-07 -4.64300017489179e-07 -3.2800616423855899e-07 -3.3148045730513331e-07 4.1652967547634033e-07 3.7421879636667654e-07 -4.6706342331503948e-07 -5.4137308346522558e-08 -9.6111551901300203e-07 1.0605811387274745e-06 3.3205153887158236e-09
leaf_weight=21 45 31 70 32 28 20 20 117 29 20 20 24 25 35 24 21 33 24 25 27 21 20 27 25 25 20 133 23 26 2110
leaf_count=21 45 31 70 32 28 20 20 117 29 20 20 24 25 35 24 21 33 24 25 27 21 20 27 25 25 20 133 23 26 2110
internal_value=0 2.85161e-09 -4.95092e-10 -1.5388e-07 4.821e-09 2.20314e-07 -7.40445e-09 -3.93829e-08 3.38695e-09 1.20249e-07 4.79843e-08 3.08609e-07 -8.48341e-08 7.86927e-08 -3.05895e-07 -4.60555e-09 -2.92134e-07 1.52174e-09 -2.69137e-09 -2.38574e-07 4.57401e-09 8.00311e-08 -1.24371e-09 2.82668e-09 6.64815e-09 2.26345e-09 6.31461e-09 2.30169e-09 1.28144e-07 -7.07894e-09
internal_weight=0 3076 3045 102 2943 158 2785 138 2765 177 157 53 104 79 44 2588 54 2534 2510 75 2435 48 2410 2389 2362 2337 2317 2292 159 2133
internal_count=3121 3076 3045 102 2943 158 2785 138 2765 177 157 53 104 79 44 2588 54 2534 2510 75 2435 48 2410 2389 2362 2337 2317 2292 159 2133
is_linear=0
shrinkage=0.1


Tree=8996
num_leaves=31
num_cat=0
split_feature=132 393 1203 133 52 43 12 4 0 12 16 43 403 13 1210 4 1211 1213 1185 394 394 391 393 1213 1213 1212 1210 16 402 0
split_gain=2.16207e-10 8.04178e-10 4.1979e-10 1.60957e-10 4.445e-10 2.94073e-10 5.26208e-10 4.61992e-10 4.47667e-10 4.73591e-10 5.57909e-10 2.90586e-10 9.14345e-10 2.17353e-09 8.59545e-10 2.85767e-10 2.80717e-10 5.23372e-10 2.5204e-10 2.67137e-10 3.28171e-10 2.85461e-10 3.19735e-10 2.53465e-10 2.32425e-09 2.0377e-09 1.20741e-09 1.55482e-09 9.50701e-10 5.21824e-10
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 -0.42035499999999998 0.091820000000000013 0.084740000000000024 0.10711000000000002 -0.078809999999999977 -0.10151999999999999 0.094375000000000014 -0.11118499999999999 0.055925000000000009 0.0071950000000000009 -0.078279999999999975 0.258635 -0.076779999999999987 0.087635000000000005 0.0036000000000000003 0.090595000000000009 -0.10499499999999999 -0.089794999999999986 -1.0000000180025095e-35 0.091220000000000009 -0.087969999999999979 -0.085284999999999986 -0.087764999999999996 -0.095909999999999981 -0.092484999999999984 -1.0000000180025095e-35 -0.079634999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 15 11 7 -7 -9 10 -10 14 13 -13 16 -2 18 -18 19 -5 -21 -22 23 26 -25 -26 -23 -28 -29 -30
right_child=1 -3 -4 5 -6 6 -8 8 9 -11 -12 12 -14 -15 -16 -17 17 -19 -20 20 21 22 -24 24 25 -27 27 28 29 -31
leaf_value=-5.1994462250421265e-08 7.4742860294229485e-08 6.0947546852606718e-07 -5.329445567525682e-07 -3.3638520449130741e-07 -2.4720072143612595e-07 -6.4863631834555244e-07 3.0946337926965585e-07 1.3793981247993925e-07 -4.8502914879122722e-07 -6.8439157687515995e-07 2.4473078199930985e-07 1.0726378966999753e-06 -2.4994848217829714e-07 -1.7415883780029556e-07 -6.5306861358749306e-07 5.0501730593874398e-07 4.4081170241765789e-07 -1.4531671342865592e-07 -3.2975473009569016e-07 3.9049846727514458e-07 -3.4064211202888832e-07 -8.269086208656518e-07 3.944448483902566e-07 8.5691144704469488e-07 -9.3783424592585198e-07 8.3867299244753884e-09 -6.9195524299804956e-07 6.8287737370290546e-07 -1.9273993158855532e-07 4.1340071362583334e-07
leaf_weight=196 33 22 20 23 22 21 22 38 20 21 22 27 31 29 20 29 39 25 23 22 24 21 21 32 23 2173 26 27 49 20
leaf_count=196 33 22 20 23 22 21 22 38 20 21 22 27 31 29 20 29 39 25 23 22 24 21 21 32 23 2173 26 27 49 20
internal_value=0 7.17384e-09 -9.65269e-08 2.57771e-09 1.38971e-07 -1.51556e-09 -1.40696e-07 -2.21872e-07 -1.33139e-07 -2.96646e-07 -1.02774e-07 6.03319e-09 1.85773e-07 4.26975e-07 -5.6107e-11 2.76e-07 5.06958e-09 2.11855e-07 -2.58232e-10 2.82117e-09 6.02123e-09 2.5202e-09 5.9633e-09 2.52251e-09 1.08058e-08 -1.5236e-09 -1.26535e-07 -5.9786e-09 1.79807e-07 -1.7047e-08
internal_weight=0 2905 216 2883 84 2799 144 122 101 63 42 2655 87 56 2568 62 2548 64 2484 2461 2438 2416 2392 2371 2228 2196 143 122 96 69
internal_count=3121 2905 216 2883 84 2799 144 122 101 63 42 2655 87 56 2568 62 2548 64 2484 2461 2438 2416 2392 2371 2228 2196 143 122 96 69
is_linear=0
shrinkage=0.1


Tree=8997
num_leaves=31
num_cat=0
split_feature=132 394 403 1204 1203 16 42 133 1 1 484 40 43 1 9 10 376 45 3 3 47 2 15 474 474 51 160 1374 48 14
split_gain=1.76137e-10 7.96186e-10 3.72743e-10 1.63999e-09 5.44315e-10 1.70648e-10 2.8739e-10 5.37768e-10 1.52557e-10 3.97548e-10 5.00051e-10 1.16148e-09 4.33591e-10 3.00897e-10 2.94927e-10 6.0252e-10 2.67187e-10 2.87424e-10 3.27406e-10 1.54907e-09 1.17931e-09 3.21623e-09 2.84189e-09 6.53203e-10 1.40015e-09 5.59416e-10 1.03691e-09 7.64801e-10 7.26341e-10 8.10296e-10
threshold=-0.083174999999999985 0.11233000000000001 -0.074254999999999988 -0.016569999999999994 0.086700000000000013 -0.095094999999999985 -0.046564999999999995 -0.40071499999999999 0.13534000000000004 0.13756000000000004 0.090535000000000018 -0.07632499999999999 -0.063379999999999978 0.13408500000000004 0.092235000000000011 0.0036750000000000007 0.092115000000000016 0.094030000000000016 -0.042499999999999989 -0.053259999999999995 0.094160000000000008 -0.023999999999999997 -0.10324499999999999 0.091650000000000009 0.087530000000000011 0.092545000000000016 0.066685000000000008 1.0000000180025095e-35 0.084855000000000014 0.023790000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 -4 -1 -5 7 -7 13 -10 11 -11 -13 14 15 16 17 18 19 -2 21 -20 -22 24 25 27 -27 28 29 -23
right_child=1 -3 3 5 -6 6 -8 -9 9 10 -12 12 -14 -15 -16 -17 -18 -19 20 -21 22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.9748863048750194e-08 3.2089508584903258e-10 6.353332483399754e-07 -1.0286832278438852e-06 -2.3236233036269287e-07 5.2822548237685394e-07 4.9229135809215361e-07 -2.5381652199524504e-07 -1.5087861369850615e-07 -3.8948769575394443e-07 6.3879157689176027e-07 -3.930253297669749e-07 -5.0996509081358e-07 1.9713178368117299e-08 3.9456415692029621e-07 -3.0654054057777106e-07 4.2702820570597441e-07 -3.3599677388575282e-07 -3.6211039124672036e-07 -1.1257451808927252e-06 -8.2503674533377898e-07 1.1762425171942446e-06 2.4868244924276167e-07 -2.5215906116653307e-07 -4.2192433404864008e-07 9.3122950772794866e-07 6.278649111051821e-08 -7.6978183187748079e-07 6.7254254598007427e-07 -1.4109260235843591e-07 -4.0413330864231243e-07
leaf_weight=74 2010 20 20 33 20 26 23 26 35 28 28 20 68 20 30 34 23 21 23 23 30 201 26 24 20 52 21 24 97 21
leaf_count=74 2010 20 20 33 20 26 23 26 35 28 28 20 68 20 30 34 23 21 23 23 30 201 26 24 20 52 21 24 97 21
internal_value=0 6.56726e-09 -8.58539e-08 -1.96896e-07 6.53521e-08 -4.28612e-08 4.05194e-08 1.70706e-07 2.19931e-09 -8.72035e-08 -1.37316e-08 7.78221e-08 -1.00668e-07 8.12638e-09 5.24252e-09 8.77214e-09 3.33609e-09 6.34598e-09 9.35437e-09 -9.01665e-09 7.86462e-08 2.82798e-08 5.13056e-07 8.59811e-08 1.13939e-07 7.46464e-08 -1.76719e-07 1.28144e-07 8.71862e-08 1.8693e-07
internal_weight=0 2899 222 128 94 108 75 52 2879 179 144 116 88 2700 2680 2650 2616 2593 2572 2033 539 483 56 460 436 416 73 343 319 222
internal_count=3121 2899 222 128 94 108 75 52 2879 179 144 116 88 2700 2680 2650 2616 2593 2572 2033 539 483 56 460 436 416 73 343 319 222
is_linear=0
shrinkage=0.1


Tree=8998
num_leaves=31
num_cat=0
split_feature=448 0 160 483 479 484 43 16 160 12 0 1451 1447 3 1456 160 1447 1429 151 1375 1429 45 11 367 151 43 3 2 159 43
split_gain=1.58994e-10 2.96669e-10 1.70445e-10 2.85512e-10 2.0817e-10 1.78385e-10 3.5623e-10 2.84955e-10 2.48456e-10 7.45182e-10 1.10029e-09 3.08783e-10 4.77476e-10 1.26383e-09 1.82658e-09 2.12197e-09 1.07237e-09 2.61326e-10 9.99821e-10 9.96952e-10 7.93118e-10 4.70886e-10 1.38035e-09 4.84515e-10 4.57191e-10 4.55636e-10 7.6545e-10 7.83815e-10 4.57623e-10 4.47122e-10
threshold=0.068920000000000023 -0.26609999999999995 0.62940000000000007 -0.47181499999999993 0.11469500000000001 -0.23687999999999995 -0.074974999999999986 0.0013750000000000001 0.10908000000000002 0.089625000000000024 -0.070499999999999993 0.078040000000000012 -0.085709999999999995 -0.085784999999999986 0.085755000000000012 -0.090764999999999985 -0.08477999999999998 0.083725000000000008 -0.54526999999999981 -0.090674999999999992 0.032755000000000006 0.094030000000000016 -0.011194999999999998 -0.066164999999999988 -0.083919999999999981 -0.065269999999999981 -0.065229999999999996 0.10644500000000001 0.091235000000000024 -0.088704999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 11 10 -10 12 13 -7 15 -15 -14 18 -18 -19 21 22 -20 -24 -21 29 27 -27 -28 -26
right_child=-2 2 -4 4 -6 8 -8 -9 9 -11 -12 -13 16 14 -16 -17 17 19 20 24 -22 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=3.6772051172110055e-07 -2.8105332908978655e-07 3.7768834147300369e-07 -2.9178710661881271e-07 -2.6765699281192856e-07 -3.1514051074953474e-07 7.7639795392769884e-07 4.6127175767196608e-07 2.3059642918118093e-07 -2.4541210796868998e-08 3.1760048034898539e-07 -9.700508445575908e-07 -2.7781145833253107e-07 -7.3195425272842843e-07 -2.3030814690270874e-07 -7.4065204869285767e-07 1.0994694867977592e-06 6.8329709896695274e-07 -7.1010174416130669e-07 8.2353606590653997e-07 2.8934281793816493e-07 -5.6589935795159361e-07 -4.1153729346031187e-07 4.994015856141232e-07 5.1448963966096158e-09 4.0234214623069419e-08 7.2382173996743406e-07 -6.0952626085963862e-07 -9.3110614453389256e-08 5.8850370773403225e-08 -4.9158399845438464e-07
leaf_weight=22 20 20 20 22 21 29 25 24 32 21 20 39 20 28 23 21 22 24 21 37 24 26 20 2384 25 24 20 23 21 43
leaf_count=22 20 20 20 22 21 29 25 24 32 21 20 39 20 28 23 21 22 24 21 37 24 26 20 2384 25 24 20 23 21 43
internal_value=0 1.80687e-09 -8.0765e-10 1.0948e-09 -1.38361e-09 7.99593e-10 1.57432e-07 -7.69869e-09 -2.97404e-09 -1.85161e-07 -3.88199e-07 1.65353e-09 5.49802e-09 2.19018e-07 -5.48286e-09 3.39597e-07 -2.38986e-09 2.98644e-09 1.2134e-08 -1.02274e-07 6.16815e-09 1.17698e-08 1.63083e-08 9.25685e-09 -2.66894e-08 -1.01646e-07 4.85853e-08 3.24046e-07 -2.67187e-07 -2.96063e-07
internal_weight=0 3101 3079 3059 3039 3018 71 46 2947 73 52 2874 2835 101 72 49 2734 2714 2497 217 2475 2451 2425 2404 193 156 88 47 41 68
internal_count=3121 3101 3079 3059 3039 3018 71 46 2947 73 52 2874 2835 101 72 49 2734 2714 2497 217 2475 2451 2425 2404 193 156 88 47 41 68
is_linear=0
shrinkage=0.1


Tree=8999
num_leaves=31
num_cat=0
split_feature=46 1429 1420 1429 154 474 1419 157 47 0 15 3 47 34 34 97 159 11 10 1 131 131 480 160 484 13 42 130 130 13
split_gain=1.84442e-10 1.69588e-10 2.92254e-10 4.10192e-10 3.12041e-10 5.95951e-10 3.47206e-10 2.82013e-10 2.00339e-10 1.50986e-09 5.58318e-09 1.99467e-09 1.0182e-09 2.59603e-10 3.91136e-10 1.48203e-09 4.99465e-10 4.51779e-10 3.25282e-10 6.67818e-10 3.49388e-10 2.01562e-09 1.21247e-09 9.31981e-10 8.53805e-10 9.79089e-10 1.41519e-09 8.65032e-10 1.60059e-09 1.0334e-09
threshold=0.096120000000000011 0.12521000000000002 -0.086589999999999986 0.11475 0.085530000000000009 -0.25711499999999993 0.091465000000000005 0.23903500000000003 0.092165000000000011 -0.10224499999999999 -0.11033999999999998 -1.0000000180025095e-35 0.089785000000000018 -0.10561499999999999 -0.057544999999999992 -0.079444999999999988 0.078675000000000009 -1.0000000180025095e-35 -0.0093599999999999985 0.12408500000000001 0.090690000000000007 0.08956500000000002 0.11303500000000001 -0.4136149999999999 -0.017214999999999998 -0.07692499999999998 0.089535000000000017 0.08610000000000001 0.092225000000000015 -0.033284999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 12 10 -10 -11 13 -7 15 16 -15 -16 19 -19 21 22 -20 -22 -25 26 -26 29 -29 -27
right_child=-2 -3 3 -5 -6 6 -8 -9 9 11 -12 -13 -14 14 17 -17 -18 18 20 -21 23 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=-3.8549804600052088e-07 2.2827036640852123e-07 2.8766093407739395e-07 -5.2649780157439223e-07 4.0141871386367709e-07 3.8836690293919671e-07 -2.9771690253318382e-07 -3.2667717751640644e-07 3.3393847826346247e-07 3.8847684499128739e-08 -5.4135056956904972e-08 -1.8987296957106994e-06 9.1545849620899846e-07 7.160506472558836e-07 -4.3093788093528929e-07 -4.648330082497003e-07 9.5979846722826771e-07 2.5875830538152081e-07 6.6956391842671285e-07 -1.7230993013392804e-08 -1.9485560105618578e-08 7.6067174632044048e-07 -9.490086466465311e-07 5.9360199953296231e-07 6.5925922258646187e-07 9.8949572508613339e-08 8.6001334228636885e-07 -1.0512237885507149e-06 -9.4827513350992378e-07 1.9916458707910119e-07 1.0499351983901416e-07
leaf_weight=20 35 20 22 25 20 29 33 25 58 183 20 24 20 21 21 20 21 22 2127 39 20 23 33 21 23 22 20 20 31 103
leaf_count=20 35 20 22 25 20 29 33 25 58 183 20 24 20 21 21 20 21 22 2127 39 20 23 33 21 23 22 20 20 31 103
internal_value=0 -2.58772e-09 -4.48106e-09 -1.9793e-09 -5.31759e-09 -7.94127e-09 -4.11172e-09 -4.98461e-10 -3.36081e-09 -8.30075e-08 -4.57967e-07 5.82816e-08 5.25046e-09 -1.83793e-10 3.15152e-09 2.51294e-07 -8.60898e-08 -2.94147e-09 9.32222e-10 2.29024e-07 -4.76307e-09 -1.78143e-08 -7.89882e-09 1.04817e-07 5.01626e-08 -8.24388e-09 -4.36015e-07 9.62683e-08 -2.50812e-07 2.37877e-07
internal_weight=0 3086 3066 3046 3021 3001 2979 2946 2921 285 78 207 2636 2616 2587 62 42 2525 2504 61 2443 2183 2160 260 240 219 43 176 51 125
internal_count=3121 3086 3066 3046 3021 3001 2979 2946 2921 285 78 207 2636 2616 2587 62 42 2525 2504 61 2443 2183 2160 260 240 219 43 176 51 125
is_linear=0
shrinkage=0.1


Tree=9000
num_leaves=31
num_cat=0
split_feature=1210 133 133 16 1212 51 0 13 3 403 1213 1208 1213 1212 13 1211 132 1203 132 403 3 403 401 128 4 1185 393 129 393 1
split_gain=1.54183e-10 1.08162e-09 1.47468e-09 1.20308e-09 4.19109e-09 3.32362e-09 1.35405e-09 3.24798e-09 8.50153e-10 1.62435e-09 5.72304e-10 4.04357e-10 2.31839e-10 2.90924e-10 9.37292e-10 6.99495e-10 3.24166e-10 9.96721e-10 5.90522e-10 1.94115e-10 1.43909e-09 2.00684e-10 2.80355e-10 2.06749e-10 9.78621e-10 6.14792e-10 2.42648e-10 3.17211e-10 3.48032e-10 1.94731e-10
threshold=-0.00046999999999999993 0.40431 0.26753000000000005 -0.092484999999999984 -0.089544999999999986 0.08955500000000001 -0.086729999999999988 -0.080519999999999994 -0.092984999999999984 -0.090774999999999981 -0.065844999999999987 0.11531000000000001 0.51049000000000011 0.11796000000000001 -0.06977499999999999 0.11048500000000001 -0.083284999999999984 0.088820000000000024 -0.044384999999999994 -0.52641999999999989 -0.085709999999999995 -0.44023999999999991 -1.0000000180025095e-35 0.10773500000000001 -0.079329999999999984 0.090595000000000009 0.09389500000000002 0.10327000000000001 -0.088754999999999987 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8 -9 -10 -11 12 13 15 -15 16 17 -2 -18 20 -20 -21 -23 25 -25 26 27 28 -24 -30
right_child=11 -3 -4 4 5 -7 7 8 9 10 -12 -13 -14 14 -16 -17 18 -19 19 21 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=-5.6649371413186605e-07 -5.4258175325568801e-08 6.3839559421315553e-07 -7.4201768522167799e-07 1.5031617121643476e-06 -5.3489210704751517e-07 -1.2052121354599876e-06 1.2700161161607983e-06 -5.3385545279687521e-07 8.4414682805800114e-07 -4.1931455304696407e-07 2.7127954851380312e-07 -4.439715520935092e-07 3.1982013934142828e-07 -6.9955064334507089e-07 2.3648579826840433e-07 5.5956421182269302e-07 4.8650991010390508e-07 -7.9989514361500364e-07 -3.468233754491931e-07 -2.4326287416442939e-07 8.2521770764287802e-07 2.8305021995787254e-07 -4.0899962088629273e-07 7.1134060149125579e-07 -1.9885822658344063e-07 -5.3644875234485061e-07 3.1786465509961331e-07 2.8598892767048609e-07 -3.2702042307767334e-08 2.7425523223704194e-08
leaf_weight=25 173 30 24 21 23 20 27 21 25 30 20 21 22 23 20 22 25 20 22 35 20 34 22 21 27 22 23 36 1386 881
leaf_count=25 173 30 24 21 23 20 27 21 25 30 20 21 22 23 20 22 25 20 22 35 20 34 22 21 27 22 23 36 1386 881
internal_value=0 7.28197e-08 9.2442e-10 8.50311e-08 1.72133e-07 3.75021e-09 1.69361e-07 3.01051e-07 2.85298e-08 1.85998e-07 -1.43077e-07 -6.78196e-09 -3.54238e-09 -6.07224e-09 -2.64185e-07 -2.06399e-09 -6.56193e-09 -1.31526e-07 2.88134e-09 -1.89948e-09 2.11291e-07 -5.49981e-09 -2.10597e-09 -6.11561e-09 1.99354e-07 -1.0277e-08 -5.34695e-09 -8.54432e-09 -1.31766e-08 -9.33531e-09
internal_weight=0 266 236 212 187 166 146 123 96 75 50 2855 2834 2812 43 2769 2747 193 2554 2529 42 2487 2452 2418 48 2370 2348 2325 2289 2267
internal_count=3121 266 236 212 187 166 146 123 96 75 50 2855 2834 2812 43 2769 2747 193 2554 2529 42 2487 2452 2418 48 2370 2348 2325 2289 2267
is_linear=0
shrinkage=0.1


Tree=9001
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 402 2 124 39 123 120 42 130 123 11 33 47 47 3 3 2 48 131 1456 376 40 48 150 151 2
split_gain=1.86363e-10 5.43096e-09 2.6273e-09 9.13414e-10 2.32621e-10 7.40765e-10 5.02775e-10 1.53309e-10 5.22687e-10 3.18262e-10 3.19635e-10 3.00216e-10 2.78888e-10 2.73986e-10 2.55114e-10 3.94608e-10 3.37467e-10 1.60575e-09 1.19602e-09 3.59387e-09 5.61869e-10 8.19962e-10 3.22952e-10 4.91512e-10 3.16109e-10 1.02311e-09 3.31243e-10 4.5312e-10 3.06405e-10 1.52835e-09
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.079429999999999987 -0.092414999999999983 0.085515000000000022 0.08919500000000001 0.10031500000000002 0.11679000000000002 1.0000000180025095e-35 -0.23108499999999998 -0.22461999999999996 0.09499500000000001 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.090100000000000013 -0.066704999999999987 0.0022600000000000003 0.10402500000000002 0.13400000000000004 0.096490000000000006 -0.049894999999999995 0.080200000000000007 -0.083564999999999987 0.12879500000000002 0.13086 -0.089594999999999994 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 9 -9 10 11 -6 -13 14 -14 -16 17 24 22 -20 -21 -22 23 -18 25 -17 27 28 29 -27
right_child=2 -3 4 -5 7 6 -8 8 -10 -11 -12 12 13 -15 15 16 18 -19 19 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.2334018510648932e-09 -1.0953733263621955e-06 1.618061701928279e-06 -2.8980012041818723e-07 -7.1399013719997132e-07 3.7671604103263151e-07 7.4515349936014587e-07 7.6474172384554218e-08 1.2208504484887172e-07 -5.2663925493373858e-07 3.242917782131372e-07 -3.5912911607738354e-07 3.6917084301535396e-07 3.2207935115972459e-07 -3.286841498733723e-07 -3.930846259637432e-07 -6.4754285313028962e-07 4.3595219316536968e-07 -7.0635515111338136e-07 1.3647831544269005e-06 3.6844907450965064e-07 -6.8392206642897701e-07 1.8304476322820544e-07 -3.8840849560983769e-07 -7.7891529098092522e-08 1.7579085091798101e-07 -2.9946188367061272e-07 -4.0924158888344665e-07 3.6177911736705726e-07 -1.5599366780801172e-08 4.2783590401995754e-07
leaf_weight=178 22 21 22 20 21 23 22 27 23 30 25 20 24 26 26 25 22 33 27 27 20 24 25 121 94 47 20 34 1997 75
leaf_count=178 22 21 22 20 21 23 22 27 23 30 25 20 24 26 26 25 22 33 27 27 20 24 25 121 94 47 20 34 1997 75
internal_value=0 8.89495e-08 -6.716e-09 -7.3229e-08 1.60013e-09 1.85752e-07 4.18244e-07 -2.78599e-09 -1.76328e-07 3.54475e-10 -3.20137e-09 8.45235e-11 -2.85901e-09 -5.64888e-09 -2.46868e-09 -5.44504e-09 -1.55518e-09 -1.37623e-08 1.05142e-07 3.82775e-07 9.33462e-09 -2.11031e-07 -5.68104e-08 1.16135e-09 -3.79037e-09 -1.14704e-08 -4.15246e-09 -3.89439e-10 -6.20054e-09 1.47647e-07
internal_weight=0 219 2902 198 2880 67 45 2813 50 2763 2733 2708 2687 2667 2641 2617 2591 2325 266 98 71 44 168 143 2292 2198 2173 2153 2119 122
internal_count=3121 219 2902 198 2880 67 45 2813 50 2763 2733 2708 2687 2667 2641 2617 2591 2325 266 98 71 44 168 143 2292 2198 2173 2153 2119 122
is_linear=0
shrinkage=0.1


Tree=9002
num_leaves=31
num_cat=0
split_feature=96 34 1 9 3 2 16 2 131 131 480 13 15 484 131 42 4 1210 42 160 403 484 13 0 50 133 1 12 4 43
split_gain=1.58024e-10 2.57145e-10 1.32575e-09 6.15859e-10 1.20661e-09 5.60952e-10 1.31801e-09 4.11587e-10 1.78911e-10 2.26922e-09 1.17114e-09 5.96424e-10 1.76572e-09 8.33915e-10 5.87676e-10 4.8568e-10 5.22575e-10 7.07614e-10 4.36837e-10 3.33299e-10 3.12481e-10 8.17947e-10 8.12629e-10 1.3859e-09 1.15402e-09 1.10536e-09 8.74765e-10 7.2597e-10 1.61956e-09 2.87382e-09
threshold=0.087370000000000017 -0.057544999999999992 0.099400000000000002 0.091600000000000015 -0.13309499999999996 -1.0000000180025095e-35 -0.056919999999999991 -0.045829999999999989 0.092000000000000012 0.09055500000000001 0.11303500000000001 -0.077944999999999987 -0.013969999999999998 -0.0087999999999999988 0.089915000000000009 0.095565000000000011 -0.086849999999999997 -0.08126499999999999 -0.087819999999999981 -0.55323499999999981 -0.085284999999999986 -0.081614999999999979 -0.085384999999999975 -0.087084999999999982 0.090630000000000016 0.41171500000000005 0.090540000000000023 0.092355000000000007 -0.072334999999999997 -0.041739999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -3 -4 9 10 14 12 -10 -13 19 16 -15 -18 -19 -7 21 -21 23 -23 26 -26 27 -24 29 -29
right_child=-2 3 7 4 -6 8 -8 -9 11 -11 -12 13 -14 15 -16 -17 17 18 -20 20 -22 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=8.8253414816108493e-07 -2.0831268141070013e-07 -1.719442894435967e-07 -4.0325238149886325e-07 2.5147986264073553e-07 -7.5126916617781114e-07 -3.0818909567044199e-07 8.8740290048799188e-07 1.551456280295001e-07 5.8929935724855962e-09 -9.2253753665419135e-07 5.4284494738637409e-07 -5.3899200333026222e-07 1.1208858245481679e-06 3.5701888488607183e-07 4.6360218201121262e-07 4.5695073906783903e-07 -6.2602099305308921e-07 3.1074376900777328e-07 -8.9689847428329836e-08 -5.3792705926980485e-07 -2.3666979872720978e-08 -1.6093109219842259e-07 -1.2758276601162519e-07 8.7826252176841306e-07 1.0646597436902994e-06 1.3299516297138325e-08 -6.7607769494770774e-07 -1.0733639279034991e-07 -3.4477540876965719e-07 1.5316861887981758e-06
leaf_weight=20 36 24 22 20 30 38 23 33 49 27 39 26 20 35 26 27 20 36 112 20 2133 21 122 33 20 20 20 23 26 20
leaf_count=20 36 24 22 20 30 38 23 33 49 27 39 26 20 35 26 27 20 36 112 20 2133 21 122 33 20 20 20 23 26 20
internal_value=0 2.41891e-09 1.85319e-07 -2.1384e-09 -3.5017e-07 3.7405e-09 3.4646e-07 -6.82136e-08 -1.78913e-09 -1.05714e-08 -9.56781e-10 6.81449e-08 3.29079e-07 -2.18503e-09 -9.36609e-09 5.84975e-08 5.50125e-09 -6.77316e-08 7.71292e-09 -1.42928e-08 -9.74928e-09 8.15936e-08 1.22218e-07 4.74132e-07 4.65074e-08 5.3898e-07 -4.68523e-08 1.90352e-08 2.78273e-07 6.55e-07
internal_weight=0 3085 75 3010 50 2960 47 55 2913 2588 2561 325 69 256 2522 230 203 168 148 2496 2458 325 305 54 251 40 211 191 69 43
internal_count=3121 3085 75 3010 50 2960 47 55 2913 2588 2561 325 69 256 2522 230 203 168 148 2496 2458 325 305 54 251 40 211 191 69 43
is_linear=0
shrinkage=0.1


Tree=9003
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 1348 448 483 151 484 2 480 2 131 15 13 1212 130 403 131 133 43 13 16 4 2 51 0 1 1 1
split_gain=1.66451e-10 4.391e-09 2.37473e-09 7.45128e-10 1.59797e-10 2.48878e-10 2.14194e-10 1.99441e-10 1.75943e-10 3.64523e-10 2.56051e-10 2.16604e-09 2.769e-10 4.99347e-10 8.1959e-10 7.52962e-10 6.31022e-10 1.00562e-09 3.77684e-10 3.54288e-10 1.82461e-09 1.34168e-09 4.33214e-10 3.20583e-10 8.76773e-10 1.18573e-09 2.3359e-09 1.10484e-09 2.0968e-09 1.38859e-09
threshold=-0.083284999999999984 0.089480000000000018 0.12358500000000001 0.10022000000000002 0.095915000000000014 0.056825000000000007 -0.47522499999999995 -0.5666199999999999 -0.23687999999999995 0.089320000000000024 0.11144000000000001 0.092875000000000013 0.083410000000000026 0.091475000000000015 -0.077799999999999994 0.087505000000000013 0.085970000000000005 -0.42739999999999995 0.078765000000000016 -0.14169499999999999 -0.011694999999999999 -0.010094999999999998 -0.54656499999999986 -1.0000000180025095e-35 0.10402500000000002 0.092545000000000016 -0.18901999999999997 0.094220000000000012 0.08776500000000001 0.10672000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 -2 -8 9 -9 12 -12 18 15 -15 16 -14 -18 19 20 -10 -22 -21 -24 25 26 -25 28 -28 -29
right_child=2 -3 -4 -5 -6 -7 7 8 10 -11 11 -13 13 14 -16 -17 17 -19 -20 22 21 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=3.2727530747877794e-09 -3.1013688367341858e-07 1.4590091397724878e-06 -1.0922378021405166e-06 -6.4048568248153971e-07 -2.7364575208550725e-07 3.4620739803870042e-07 3.1776861987964365e-07 -7.5028566470791702e-08 1.0251716695819368e-06 3.6902486022271615e-07 -1.0041667269975042e-06 3.200153743658045e-07 2.0622480776940327e-08 8.2747915050938241e-07 5.6731883623305712e-08 -4.4936405257563669e-07 -1.0663303555702442e-08 9.2801442000174071e-07 -4.4595611029762946e-07 -3.5595725358150115e-07 1.4602660362091534e-07 -6.0366082628849564e-07 -4.1663483706332925e-08 1.2061284188937614e-06 -8.4237019192404518e-08 -4.776287588120559e-07 1.6577102995540828e-07 -8.4517965752811951e-07 1.2558104299387195e-06 6.1846317297416795e-08
leaf_weight=178 22 21 20 20 21 21 20 36 20 38 21 30 306 22 37 30 25 21 20 38 135 29 1384 22 280 27 150 21 20 86
leaf_count=178 22 21 20 20 21 21 20 36 20 38 21 30 306 22 37 30 25 21 20 38 135 29 1384 22 280 27 150 21 20 86
internal_value=0 8.40732e-08 -6.33748e-09 -6.17534e-08 1.19826e-09 3.21564e-09 6.79435e-10 3.10596e-09 8.56767e-10 1.52999e-07 -3.27632e-09 -2.25236e-07 9.58607e-10 7.33671e-08 3.44129e-07 3.15478e-08 7.25347e-08 4.17863e-07 -1.33479e-08 -9.43645e-09 1.23429e-07 1.34599e-08 -2.14913e-08 -1.51045e-08 4.55517e-08 1.57027e-07 2.14337e-07 1.35566e-07 2.94011e-07 -1.16168e-07
internal_weight=0 219 2902 198 2882 2861 2840 2818 2798 74 2724 51 2673 441 59 382 352 46 2232 2212 184 164 2028 1990 606 326 299 277 170 107
internal_count=3121 219 2902 198 2882 2861 2840 2818 2798 74 2724 51 2673 441 59 382 352 46 2232 2212 184 164 2028 1990 606 326 299 277 170 107
is_linear=0
shrinkage=0.1


Tree=9004
num_leaves=31
num_cat=0
split_feature=448 1348 46 120 130 10 16 10 4 33 9 10 52 43 1455 43 2 3 1213 42 2 52 1210 49 159 403 3 133 43 1373
split_gain=1.68996e-10 2.51701e-10 1.66767e-10 1.6277e-10 2.53204e-10 2.61658e-10 2.24447e-09 2.93942e-09 3.75328e-10 3.66043e-10 3.03545e-10 6.2785e-10 2.34939e-10 2.22902e-10 1.00081e-09 6.99476e-10 1.08716e-09 4.50469e-10 4.94746e-10 5.61486e-10 6.98715e-10 4.20749e-10 6.84325e-10 5.50944e-10 3.88484e-10 4.06773e-10 6.61173e-10 5.45009e-10 3.5748e-10 3.21955e-10
threshold=0.068920000000000023 0.093335000000000015 0.096120000000000011 1.0000000180025095e-35 -0.22461999999999996 -0.011559999999999999 -0.056919999999999991 -0.090429999999999996 0.41555500000000006 -0.012019999999999998 0.088235000000000022 -0.0069899999999999988 -0.07167999999999998 -0.095589999999999994 0.080040000000000014 -0.09225499999999999 0.089320000000000024 -0.16726499999999997 0.060985000000000004 0.089390000000000011 0.092235000000000025 0.092965000000000006 -0.0095099999999999976 0.097685000000000008 0.085035000000000013 0.07955000000000001 -0.11171999999999999 0.087170000000000011 -0.090869999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 -7 11 -11 -5 14 17 16 -15 -13 19 21 -21 22 -19 24 25 26 -24 -28 -17 -30
right_child=-2 -3 -4 12 5 9 -8 -9 -10 10 -12 13 -14 15 -16 28 -18 18 -20 20 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=3.3017772702978821e-07 -2.8975750183235504e-07 3.2445325312361701e-07 2.1959096514478917e-07 5.4370555631066973e-08 1.5789969854296259e-07 3.8371926581248769e-07 5.3811837030792731e-07 -1.498696294817137e-06 -3.8589559572053328e-07 5.2342472325135432e-07 -2.8913612434659326e-07 4.9263781562558509e-07 -4.142622999651117e-07 9.4362670530756539e-08 7.59037134088203e-07 3.320648626378619e-07 -9.4830730745343328e-07 -4.6906911462986415e-07 4.7365144945658927e-07 -1.4621654837237262e-07 5.8637764842236115e-07 -3.8703556654695603e-07 -1.5326816269478629e-07 -3.9834054132370514e-07 -2.9484133741047597e-07 -2.5113226655548713e-07 5.8950400011056843e-07 8.5356880117768856e-08 -3.9050384182039786e-07 -6.149787259621389e-09
leaf_weight=23 20 24 34 20 30 25 32 20 22 23 36 20 23 20 20 31 20 31 21 23 30 40 32 25 21 20 51 37 22 2325
leaf_count=23 20 24 34 20 30 25 32 20 22 23 36 20 23 20 20 31 20 31 21 23 30 40 32 25 21 20 51 37 22 2325
internal_value=0 1.86381e-09 -6.52324e-10 -3.11314e-09 -3.44224e-10 -2.8978e-09 -1.5872e-07 -4.68426e-07 -7.21675e-08 2.74281e-09 -6.01436e-10 3.09246e-09 -1.96294e-07 -1.19855e-09 7.09743e-08 -1.22722e-08 -4.26972e-07 3.17684e-08 3.92134e-09 -2.78991e-08 2.68459e-07 -8.90158e-08 -3.40813e-08 3.84167e-08 1.06236e-07 1.66398e-07 2.35986e-07 3.77533e-07 -5.29661e-09 -9.75259e-09
internal_weight=0 3101 3077 3043 3000 2977 104 72 52 2873 2848 2812 43 2789 371 2418 40 351 331 310 53 257 217 186 161 140 120 88 2378 2347
internal_count=3121 3101 3077 3043 3000 2977 104 72 52 2873 2848 2812 43 2789 371 2418 40 351 331 310 53 257 217 186 161 140 120 88 2378 2347
is_linear=0
shrinkage=0.1


Tree=9005
num_leaves=31
num_cat=0
split_feature=11 130 2 2 52 159 1 10 4 10 97 34 44 1456 1451 1455 160 482 0 482 151 9 2 1348 448 148 3 0 15 157
split_gain=1.67207e-10 1.59482e-10 3.96373e-10 2.26344e-10 4.8727e-10 3.05234e-10 2.42766e-10 2.07789e-10 4.75076e-09 8.53037e-10 2.16786e-10 1.06339e-09 1.76153e-10 2.22019e-10 2.4825e-10 2.76655e-10 7.32223e-10 2.79914e-10 6.51848e-10 2.86613e-10 2.35089e-10 5.8449e-10 5.63071e-10 2.78732e-10 2.63835e-10 6.35655e-10 2.19706e-10 1.01889e-09 5.38088e-10 4.94203e-10
threshold=-0.072629999999999986 -0.23647499999999996 0.31765000000000004 0.15109000000000003 -1.0000000180025095e-35 0.085545000000000024 0.13842500000000005 -0.012544999999999999 0.053180000000000012 -0.0091199999999999979 -0.079444999999999988 -0.057544999999999992 0.084760000000000016 0.12676500000000004 0.089825000000000002 -0.09534999999999999 -0.072114999999999985 0.11191500000000001 -0.077809999999999976 0.10022500000000002 0.13340000000000005 0.092890000000000014 -0.090999999999999984 0.090600000000000014 0.056825000000000007 -0.087904999999999983 -0.097174999999999984 0.10455500000000001 0.101845 -0.04831499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 -5 -6 8 -3 -9 -11 -12 13 14 15 16 -13 19 -19 20 21 22 -17 24 25 -24 28 -28 29 -27
right_child=1 2 -4 4 6 -7 -8 9 -10 10 11 12 -14 -15 -16 17 -18 18 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-2.812317307963158e-07 -2.7957506659959108e-07 -7.0274803480797671e-07 4.2666955512128307e-07 -1.8722195022746748e-07 -6.3908872735261137e-07 3.6525831546896371e-07 -1.6374580437431261e-07 -6.1880707019926464e-07 1.1234214661775305e-06 -2.7578836205032498e-07 7.0146977965247397e-07 5.8822446687502501e-07 2.3324453746736804e-07 -2.900125244910721e-07 -2.8748909724542721e-07 -4.6144693213862486e-07 -1.3497418710325553e-07 1.3189062834888837e-07 -6.6581072005078574e-07 3.8319481404869293e-07 -2.4708927902658027e-07 4.3838788364322204e-07 -5.2853602803472976e-07 -3.3289419623846094e-07 3.712756380735982e-07 -1.3208279261956544e-07 5.9750570625214735e-09 -6.6328193309162924e-07 -3.8806582168767226e-07 1.6715602935942458e-07
leaf_weight=21 20 29 22 20 21 20 22 22 28 27 22 28 33 26 29 26 28 21 20 20 37 31 22 24 20 68 2075 23 23 293
leaf_count=21 20 29 22 20 21 20 22 22 28 27 22 28 33 26 29 26 28 21 20 20 37 31 22 24 20 68 2075 23 23 293
internal_value=0 1.89669e-09 3.72443e-09 6.81656e-10 -1.62199e-07 8.90182e-08 -3.9589e-07 5.2259e-09 1.94318e-07 1.53219e-09 6.24471e-09 8.89891e-09 3.54712e-09 8.53438e-10 3.56596e-09 6.62526e-09 2.26625e-07 2.06736e-09 -2.57232e-07 6.06108e-09 3.20617e-09 6.76123e-09 1.56293e-09 6.28752e-09 9.5127e-09 6.62322e-09 1.13668e-08 -1.36189e-09 8.09103e-08 1.1079e-07
internal_weight=0 3100 3080 3058 83 40 43 2975 57 2918 2896 2869 2847 2814 2788 2759 56 2703 41 2662 2642 2605 2574 2548 2524 2504 2482 2098 384 361
internal_count=3121 3100 3080 3058 83 40 43 2975 57 2918 2896 2869 2847 2814 2788 2759 56 2703 41 2662 2642 2605 2574 2548 2524 2504 2482 2098 384 361
is_linear=0
shrinkage=0.1


Tree=9006
num_leaves=31
num_cat=0
split_feature=448 0 105 34 10 4 51 12 34 9 16 2 45 1 1 42 1447 479 42 401 132 15 124 131 1 1 12 43 1 1374
split_gain=1.67673e-10 2.32103e-10 1.58372e-10 2.67002e-10 2.75073e-10 2.2033e-09 4.91696e-09 2.19261e-09 3.40506e-10 3.58615e-10 7.87277e-10 7.82881e-10 2.67624e-10 2.53872e-10 2.2879e-09 1.38533e-09 9.59586e-10 7.1738e-10 1.70113e-09 5.02206e-10 6.38587e-10 7.2667e-10 4.32722e-10 4.30531e-10 1.32048e-09 7.10258e-10 2.47128e-09 7.70403e-10 7.25856e-10 6.56431e-10
threshold=0.068920000000000023 -0.26343999999999995 0.079510000000000011 -0.08786999999999999 -0.011559999999999999 0.053180000000000012 0.081440000000000026 -0.07415999999999999 -0.057544999999999992 0.088235000000000022 -0.39185999999999993 -1.0000000180025095e-35 0.094030000000000016 0.094220000000000012 0.092945000000000014 0.091545000000000015 0.059120000000000013 0.097110000000000016 0.089905000000000013 0.094955000000000025 0.087955000000000019 -0.094329999999999983 -0.083769999999999983 0.089255000000000015 0.090130000000000016 0.089935000000000015 0.089300000000000004 -0.041049999999999996 0.089475000000000013 0.089635000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -7 -6 11 -11 -10 13 14 16 -16 17 22 -19 20 -15 -22 -13 25 -25 28 -27 -28 29 -24
right_child=-2 2 -4 4 8 7 -8 -9 9 10 -12 12 -14 19 15 -17 -18 18 -20 -21 21 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=2.6564712010729804e-07 -2.8862156753461932e-07 3.3338340982661899e-07 -2.4210370973513046e-07 -1.8471059830460492e-06 3.2851571974967801e-07 -2.6500126812933902e-07 1.6401170406029012e-07 1.086728607495908e-06 5.0468326292268047e-07 1.2139414469975631e-07 -7.2547566619938331e-07 3.7079843182144973e-07 -3.1996024646857154e-07 6.7689224148052502e-08 -1.3475873136314932e-06 -1.9764849939333958e-07 5.0495376127413249e-07 2.6417849031731967e-07 -9.5668759968248208e-07 5.3759499462016501e-07 -7.5234230724249984e-07 6.1277318044848597e-08 -2.3606909714901841e-08 2.413925069781184e-08 7.0865753040531372e-07 -1.0155142983500531e-06 -3.8121109895428163e-07 4.053361734284436e-07 5.9055607380287258e-07 4.8290402612740133e-07
leaf_weight=33 20 24 27 20 32 28 31 21 31 23 21 31 26 598 20 22 37 21 25 21 21 23 1609 193 33 31 20 33 20 26
leaf_count=33 20 24 27 20 32 28 31 21 31 23 21 31 26 598 20 22 37 21 25 21 21 23 1609 193 33 31 20 33 20 26
internal_value=0 1.85588e-09 -9.81505e-10 1.15934e-09 -1.48348e-09 -1.64565e-07 -6.24662e-07 3.14312e-07 4.10724e-09 5.08953e-10 -2.82794e-07 4.8966e-09 -6.17057e-10 2.36532e-09 -1.45181e-08 -7.45238e-07 2.43968e-10 -8.90112e-09 -3.99336e-07 5.63768e-08 4.06361e-08 -3.27041e-07 9.68748e-11 -5.75134e-09 1.24091e-07 -2.26256e-08 -3.06298e-07 1.08526e-07 -8.22773e-09 -1.55523e-08
internal_weight=0 3101 3068 3041 3017 100 51 49 2917 2885 44 2841 2810 2784 2121 42 2079 2042 46 663 642 44 1996 1965 226 1739 84 53 1655 1635
internal_count=3121 3101 3068 3041 3017 100 51 49 2917 2885 44 2841 2810 2784 2121 42 2079 2042 46 663 642 44 1996 1965 226 1739 84 53 1655 1635
is_linear=0
shrinkage=0.1


Tree=9007
num_leaves=31
num_cat=0
split_feature=40 130 42 39 42 16 13 52 51 13 51 9 9 13 13 3 13 15 11 2 49 45 48 52 48 48 1 48 49 3
split_gain=1.54813e-10 4.20593e-10 2.37455e-10 2.026e-10 2.94473e-10 2.21019e-10 1.71076e-10 4.67231e-10 6.4908e-10 4.4011e-10 1.02458e-09 2.90833e-10 4.02505e-10 2.5342e-10 1.10768e-09 8.17258e-10 4.82032e-10 5.47657e-10 3.02108e-10 4.46351e-10 2.97581e-10 2.44489e-10 3.51508e-10 7.45025e-10 6.0158e-10 6.15335e-10 4.5421e-10 8.86291e-10 8.04299e-10 7.7945e-10
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.11402500000000002 -0.23108499999999998 -0.050529999999999999 -0.41572999999999993 -0.092399999999999982 0.080335000000000018 -0.17933499999999997 0.081440000000000026 0.091600000000000015 0.085555000000000006 -0.097224999999999992 -0.099939999999999987 -0.071799999999999989 -0.094514999999999988 -0.03241999999999999 0.074925000000000005 0.089885000000000007 -0.42399999999999993 0.094030000000000016 0.088965000000000002 0.31299000000000005 0.087555000000000008 0.086035000000000014 0.088875000000000023 0.094195000000000015 -0.043469999999999995 -0.06977499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 7 -6 -9 10 -8 12 13 14 15 18 17 -15 19 -11 -18 22 24 26 25 -22 29 -28 -29 -24
right_child=1 2 -4 5 6 -7 9 8 -10 11 -12 -13 -14 16 -16 -17 20 -19 -20 -21 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=2.77336731073774e-07 -4.3746525632700052e-07 3.5090292634561615e-07 3.1465215949803375e-07 -1.3520849961423665e-08 -3.0687555302222336e-07 -4.595217848191169e-07 5.734865047291038e-08 7.2398461786211815e-08 7.2755504561428101e-07 5.8058874543576164e-08 -8.5504899210775426e-07 -2.6772465755442454e-07 4.2989049456371672e-07 5.1330370283153574e-08 7.818363865329627e-07 -4.9947569755204311e-07 3.8289684681558363e-07 -6.5720276651859424e-07 -2.2990815663519998e-08 6.510767098627019e-07 1.2773665846972242e-08 -3.0942925814787696e-07 -3.1430037633019591e-08 -6.7638176991143459e-07 4.2398703125659916e-07 -4.1600015395836049e-07 -5.8051895561630968e-07 4.1459337242697762e-07 -2.1871749330907385e-07 6.2517035178730334e-07
leaf_weight=20 22 24 24 25 20 20 32 62 20 30 20 40 22 20 22 25 20 24 58 22 2147 26 130 21 35 34 41 29 65 21
leaf_count=20 22 24 24 25 20 20 32 62 20 30 20 40 22 20 22 25 20 24 58 22 2147 26 130 21 35 34 41 29 65 21
internal_value=0 -1.77934e-09 1.33371e-09 -1.12771e-09 2.02103e-09 -2.11743e-07 -7.83108e-10 1.26493e-07 2.32193e-07 -5.28455e-09 -2.93574e-07 8.88656e-12 3.84461e-09 4.60853e-10 1.23857e-07 1.66303e-08 -6.95328e-09 -3.35142e-07 1.33927e-07 3.08951e-07 -1.3323e-09 -4.34704e-09 -1.20311e-09 -1.01486e-07 1.26898e-08 6.08943e-09 -5.92728e-08 -1.92553e-07 -2.33344e-08 5.98852e-08
internal_weight=0 3101 3079 3055 3010 45 2986 102 82 2884 52 2832 2792 2770 157 135 2613 44 110 52 2569 2549 2523 307 2216 2181 286 135 94 151
internal_count=3121 3101 3079 3055 3010 45 2986 102 82 2884 52 2832 2792 2770 157 135 2613 44 110 52 2569 2549 2523 307 2216 2181 286 135 94 151
is_linear=0
shrinkage=0.1


Tree=9008
num_leaves=31
num_cat=0
split_feature=1429 1420 1429 472 1429 16 1428 1419 1184 1 3 97 482 4 1 39 1 42 13 49 1 49 0 0 159 12 45 16 13 3
split_gain=1.50776e-10 2.42949e-10 3.05492e-10 2.55014e-10 4.41604e-10 3.19064e-10 4.29651e-10 2.69156e-10 2.15213e-10 2.58313e-10 4.34087e-10 3.47101e-10 3.73731e-10 4.29991e-10 3.02859e-10 3.7551e-10 5.32198e-10 4.76695e-10 3.96351e-10 3.49102e-10 4.90222e-10 1.09342e-09 1.48103e-09 1.35394e-09 7.19376e-10 1.13079e-09 6.5427e-10 5.57187e-10 5.2588e-10 4.97459e-10
threshold=0.12521000000000002 -0.086589999999999986 0.11475 -0.38234499999999999 -0.23587499999999997 0.63636000000000015 0.095640000000000017 0.091465000000000005 0.089075000000000015 0.12656000000000003 -0.087319999999999995 -0.049229999999999996 0.089605000000000018 0.59999500000000017 0.11588000000000001 0.089200000000000015 0.11751000000000002 0.094010000000000024 -0.013634999999999998 0.15665000000000004 0.10684 -0.045154999999999994 -0.14116499999999996 -0.14226499999999997 0.083335000000000006 0.092465000000000006 1.0000000180025095e-35 -0.18708499999999997 -0.28558999999999996 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 9 14 -11 -12 13 -13 19 16 -16 18 -18 20 26 22 -22 27 25 -25 28 -23 -6 -30
right_child=-2 2 -4 4 5 -7 -8 -9 -10 10 11 12 -14 -15 15 -17 17 -19 -20 -21 21 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-3.4075059824360893e-07 2.7368064479560418e-07 -3.4958543113004581e-07 3.4868443253799341e-07 4.5707537310590851e-07 4.2435297126334703e-07 -2.9102356626552999e-07 4.408725646695447e-07 -2.9113696140559144e-07 2.9261120107548783e-07 -5.3641661714837465e-07 -4.1015196893567918e-07 -4.8272547062390378e-08 -4.2242853709240086e-07 3.4130666356367734e-07 4.4372752157073596e-07 5.0484230439451497e-07 4.5812767634093434e-07 -3.6704361902241459e-07 -1.4924230754654778e-07 2.5569925653074348e-07 8.5493553136811458e-07 -4.4559515792741423e-07 -1.7776877167922823e-07 5.6193429392797717e-07 -5.1133654660925798e-07 -4.1647313245058675e-07 5.7568049797396267e-07 -1.1920450791080841e-06 4.4662140636559843e-10 -4.7740764392239565e-07
leaf_weight=21 20 21 25 21 29 38 22 32 25 21 25 133 20 36 28 25 21 31 22 52 21 20 41 27 27 21 20 20 2234 22
leaf_count=21 20 21 25 21 29 38 22 32 25 21 25 133 20 36 28 25 21 31 22 52 21 20 41 27 27 21 20 20 2234 22
internal_value=0 -1.77186e-09 5.39355e-10 -2.30962e-09 9.4066e-11 -3.091e-09 5.86793e-10 -2.69336e-09 4.66585e-10 -2.05538e-09 -1.02555e-07 -5.99793e-08 -1.36602e-08 3.47147e-08 6.81997e-09 1.57515e-07 7.2386e-08 -6.81216e-08 1.4738e-07 -7.3263e-10 -6.10509e-09 -1.66483e-07 1.72018e-07 -3.48979e-07 -9.83973e-08 1.33881e-07 6.21025e-09 -8.1882e-07 1.22583e-09 -4.2133e-09
internal_weight=0 3101 3080 3055 3034 3013 2975 2953 2921 2896 235 214 189 169 2661 127 102 74 43 2534 2482 177 62 115 75 48 2305 40 2285 2256
internal_count=3121 3101 3080 3055 3034 3013 2975 2953 2921 2896 235 214 189 169 2661 127 102 74 43 2534 2482 177 62 115 75 48 2305 40 2285 2256
is_linear=0
shrinkage=0.1


Tree=9009
num_leaves=31
num_cat=0
split_feature=421 147 147 147 150 42 1 13 157 42 4 150 51 1374 150 150 34 10 9 2 0 51 45 1 11 1 124 0 43 16
split_gain=1.47082e-10 2.45141e-10 3.20182e-10 2.29665e-10 1.74452e-10 8.9802e-10 1.87059e-09 1.52398e-09 1.61435e-09 1.65984e-09 8.60746e-10 5.33049e-10 1.10086e-09 6.13232e-10 2.99004e-10 3.35929e-10 3.13655e-10 4.30149e-10 1.46688e-09 5.40326e-10 2.87523e-10 8.78433e-10 1.08662e-09 8.01626e-10 8.22492e-10 6.0852e-10 6.80612e-10 5.84539e-10 2.43661e-09 5.72776e-10
threshold=-1.0000000180025095e-35 0.11252000000000001 0.097985000000000017 0.092070000000000013 0.099310000000000009 0.083715000000000026 0.095695000000000016 -0.085804999999999979 -0.086284999999999987 0.088200000000000014 0.033845000000000007 0.090480000000000019 0.091000000000000011 0.089635000000000006 0.087865000000000013 0.086615000000000011 -0.097449999999999981 0.053330000000000009 0.092410000000000006 -0.090999999999999984 -0.14794999999999997 -0.10316499999999999 0.082470000000000016 0.076935000000000017 0.083010000000000014 0.080270000000000022 -0.081324999999999981 -0.14116499999999996 -0.00045499999999999995 -0.093244999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 11 6 -6 -7 -9 -10 -8 13 -13 14 15 16 -2 19 -19 -18 21 -21 23 -23 25 -25 -27 28 -22 -28
right_child=1 -3 -4 -5 5 7 10 8 9 -11 -12 12 -14 -15 -16 -17 17 18 -20 20 27 22 -24 24 -26 26 29 -29 -30 -31
leaf_value=-2.703255692892981e-07 3.9878053513575657e-07 3.5070151817251376e-07 -3.8066281278629921e-07 2.7300403699413319e-07 -1.1406331552166194e-06 6.1649187128093933e-07 3.9637331402294268e-07 -8.5283772615074589e-07 8.5682371746997883e-07 -2.8517286604515641e-07 -4.5055539370508769e-07 -9.533361717499416e-08 8.576183213129049e-07 -4.7444951655330046e-07 3.1843068503197478e-07 -3.7956108918681664e-07 5.2442784451045562e-07 -8.6925081937440919e-07 2.4832236877140683e-07 -5.1766695548849387e-07 2.0335427766474715e-07 6.9424500491521724e-07 8.7649793307775785e-07 5.8088029588717575e-07 -5.6035144625963901e-07 5.2835460532410908e-07 8.8068266130018238e-08 2.5350371904377092e-10 -1.1745647844647813e-06 -4.3543485186560393e-07
leaf_weight=20 20 20 22 31 22 36 24 24 20 35 24 27 22 27 30 23 20 23 24 20 33 20 20 23 21 21 57 2358 21 33
leaf_count=20 20 20 22 31 22 36 24 24 20 35 24 27 22 27 30 23 20 23 24 20 33 20 20 23 21 21 57 2358 21 33
internal_value=0 1.73166e-09 -5.33643e-10 2.20021e-09 -5.72225e-10 -9.46663e-08 -3.77061e-07 7.72263e-08 -1.68515e-07 1.30099e-07 -2.7091e-08 5.55068e-09 3.32522e-07 -1.83615e-10 4.44421e-09 1.00263e-09 4.22775e-09 1.29862e-09 -2.98575e-07 6.62317e-09 2.68099e-09 1.1349e-07 1.78224e-07 9.84215e-08 2.1541e-08 1.12733e-07 1.57296e-08 -7.19627e-09 -3.32503e-07 -1.03883e-07
internal_weight=0 3101 3081 3059 3028 185 70 115 79 55 48 2843 49 2794 2767 2737 2714 2694 47 2647 2627 215 195 175 155 134 111 2412 54 90
internal_count=3121 3101 3081 3059 3028 185 70 115 79 55 48 2843 49 2794 2767 2737 2714 2694 47 2647 2627 215 195 175 155 134 111 2412 54 90
is_linear=0
shrinkage=0.1


Tree=9010
num_leaves=31
num_cat=0
split_feature=34 34 97 9 3 2 4 10 44 156 4 1429 1420 43 43 43 51 51 43 0 12 12 16 151 156 43 3 12 12 42
split_gain=1.75574e-10 2.07497e-10 1.06156e-09 5.3393e-10 1.20379e-09 5.59955e-10 2.56294e-09 3.13385e-10 2.15474e-10 5.1494e-10 6.00591e-10 2.10681e-10 5.09753e-10 1.87455e-10 1.27897e-09 9.91362e-10 4.18734e-10 1.42855e-09 6.97379e-10 8.9913e-10 8.01527e-10 1.0246e-09 8.64641e-10 2.91849e-09 1.62182e-09 1.39572e-09 2.40448e-09 1.86567e-09 7.7059e-10 7.28655e-10
threshold=-0.10561499999999999 -0.057544999999999992 -0.071434999999999985 0.091600000000000015 -0.13309499999999996 -1.0000000180025095e-35 0.053180000000000012 -0.0093599999999999985 0.099360000000000018 -0.093169999999999989 -0.040589999999999994 0.12451000000000002 -0.085599999999999996 -0.077824999999999991 -0.077044999999999988 -0.078139999999999973 0.024995000000000003 0.086310000000000012 -0.079734999999999986 -0.084044999999999995 0.085325000000000012 0.08493500000000001 -0.0087049999999999992 -0.086029999999999981 0.087515000000000009 -0.085739999999999997 -0.084144999999999984 0.083815000000000014 0.083985000000000018 0.083595000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 5 -5 6 -3 -2 9 10 -7 12 -11 15 -15 16 18 -18 20 -20 21 22 24 -24 25 27 -27 -14 29 -25
right_child=1 3 -4 4 -6 8 -8 -9 -10 11 -12 -13 13 14 -16 -17 17 -19 19 -21 -22 -23 23 28 -26 26 -28 -29 -30 -31
leaf_value=-2.2601194118846358e-07 1.2296303933204223e-07 -2.7480082707143085e-07 7.6863500345054843e-07 2.8251969439452298e-07 -7.1257352571350451e-07 -5.3690227865726709e-08 1.2073618671593069e-06 -3.8476142478316432e-07 -2.6382182313462243e-07 -5.0954868015651298e-07 6.7859539569781197e-07 3.0417255113041559e-07 -2.3118950584757256e-08 -6.8085825232785668e-07 -1.1354545054056004e-08 7.2888213296096185e-07 9.6095907125004483e-07 4.5848041654382686e-08 1.0096132777667104e-08 -8.6966319978203156e-07 9.0563167156903522e-08 -7.7413102869431061e-07 1.2436890479960993e-06 -2.4150873777424499e-08 -9.0457550235052114e-07 1.1664859658686683e-06 -2.7218918253660935e-07 -1.0776698566725986e-06 4.4082643929262607e-07 -7.1105656165014886e-07
leaf_weight=34 31 28 21 20 31 21 20 20 31 20 24 22 62 29 1774 20 20 116 26 21 499 22 20 47 28 21 26 23 21 23
leaf_count=34 31 28 21 20 31 21 20 20 31 20 24 22 62 29 1774 20 20 116 26 21 499 22 20 47 28 21 26 23 21 23
internal_value=0 2.47902e-09 1.70249e-07 -1.52744e-09 -3.22341e-07 3.99263e-09 3.42767e-07 -7.61446e-08 -1.58391e-09 1.2339e-09 3.36862e-07 -4.08415e-09 -6.4907e-09 -2.89486e-09 -2.2123e-08 3.19478e-08 1.76517e-08 1.80423e-07 -8.7332e-09 -3.82988e-07 1.34764e-08 -1.17808e-07 -6.45272e-08 1.49926e-07 -2.13304e-07 -6.66704e-08 3.70623e-07 -3.08468e-07 -9.04619e-08 -2.49848e-07
internal_weight=0 3087 72 3015 51 2964 48 51 2916 2885 45 2840 2818 2798 1803 995 975 136 839 47 792 293 271 111 160 132 47 85 91 70
internal_count=3121 3087 72 3015 51 2964 48 51 2916 2885 45 2840 2818 2798 1803 995 975 136 839 47 792 293 271 111 160 132 47 85 91 70
is_linear=0
shrinkage=0.1


Tree=9011
num_leaves=31
num_cat=0
split_feature=105 34 10 4 52 0 34 9 16 2 45 1 1 42 480 481 479 401 129 1373 1456 15 15 52 151 151 52 51 0 124
split_gain=1.63064e-10 2.23624e-10 2.64761e-10 1.99475e-09 4.24348e-09 1.86451e-09 3.14771e-10 2.31032e-10 6.67375e-10 6.27773e-10 1.79587e-10 1.7364e-10 1.83542e-09 1.12481e-09 9.54865e-10 4.14153e-09 5.56135e-10 4.09264e-10 5.62664e-10 3.82527e-10 4.34817e-10 5.39956e-10 2.43998e-09 1.14341e-09 6.19262e-10 8.86857e-10 4.00707e-10 1.32176e-09 1.00887e-09 6.82963e-10
threshold=0.079510000000000011 -0.08786999999999999 -0.011559999999999999 0.053180000000000012 -0.077024999999999996 -0.094654999999999975 -0.057544999999999992 0.088235000000000022 -0.39185999999999993 -1.0000000180025095e-35 0.094030000000000016 0.094220000000000012 0.092945000000000014 0.091545000000000015 0.11191000000000002 -0.0066299999999999996 0.093525000000000011 0.094955000000000025 0.086435000000000012 0.08789000000000001 -0.079429999999999987 0.11728000000000001 0.13592500000000005 0.50744500000000003 0.084990000000000024 1.0000000180025095e-35 -0.23375999999999997 -0.22411499999999998 -0.061629999999999997 -0.086724999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -4 9 -9 -8 11 12 14 -14 16 -16 -11 18 19 20 -13 23 -23 24 25 26 28 -28 -22 -29
right_child=-2 2 6 5 -6 -7 7 8 -10 10 -12 17 13 -15 15 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=3.0620353121217172e-07 -2.4468058338950671e-07 1.9642937866921848e-07 3.1709216590236623e-07 1.0381646845303295e-06 -1.6453417077596815e-06 -2.1689921009604812e-07 4.5280472672600573e-07 1.4647124167456993e-07 -6.3324702528873229e-07 -1.2851907121336403e-09 -2.2476305645113825e-07 -3.9538524390536625e-07 -1.2083008215313385e-06 -1.7211266083450029e-07 1.5035637292015736e-06 -5.3151068208023838e-07 -4.5815099827837847e-07 4.8123981477894108e-07 -4.8952816882774647e-07 -3.5170156435094175e-07 -6.8763645915933844e-07 1.2230398453993985e-06 -1.5583105462982614e-07 -6.2599302547520594e-07 -3.1515415774240845e-07 7.4488446063556007e-07 9.2500949222085194e-07 -3.9412139598324661e-07 5.8369557710191268e-08 1.3060849614801175e-07
leaf_weight=24 27 29 32 20 22 29 31 23 21 2022 35 20 20 22 20 20 27 21 20 23 22 21 33 24 37 21 20 27 103 305
leaf_count=24 27 29 32 20 22 29 31 23 21 2022 35 20 20 22 20 20 27 21 20 23 22 21 33 24 37 21 20 27 103 305
internal_value=0 2.14136e-09 -2.35677e-10 -1.60278e-07 -5.9806e-07 2.95372e-07 5.15297e-09 1.7554e-09 -2.25667e-07 5.2131e-09 3.66669e-10 3.15293e-09 -1.10184e-08 -6.65536e-07 2.14089e-09 4.86027e-07 -7.30538e-09 4.64801e-08 3.29743e-08 4.89042e-08 6.34602e-08 7.84307e-08 3.80397e-07 4.92605e-08 7.95522e-08 1.08878e-07 8.08775e-08 1.35496e-07 -7.29275e-08 8.79347e-08
internal_weight=0 3094 3070 100 51 49 2970 2938 44 2894 2863 2828 2131 42 2089 40 2049 697 676 656 633 613 54 559 535 498 477 352 125 332
internal_count=3121 3094 3070 100 51 49 2970 2938 44 2894 2863 2828 2131 42 2089 40 2049 697 676 656 633 613 54 559 535 498 477 352 125 332
is_linear=0
shrinkage=0.1


Tree=9012
num_leaves=31
num_cat=0
split_feature=156 1425 52 12 471 1419 42 474 1429 475 475 484 13 1372 1447 47 2 47 1365 483 483 120 483 52 12 483 43 474 474 475
split_gain=1.50322e-10 2.24152e-10 2.24409e-10 5.74649e-10 3.69779e-10 1.97939e-10 4.03419e-10 2.89309e-10 3.86846e-10 3.06852e-10 1.84078e-09 1.53726e-09 8.47197e-10 6.93588e-10 2.4646e-10 1.92383e-10 1.29733e-09 1.17256e-09 3.21186e-10 2.80624e-10 7.3362e-10 7.74673e-10 8.43101e-10 7.65025e-10 7.0025e-10 6.04467e-10 1.08553e-09 5.66532e-10 3.62212e-10 1.93488e-09
threshold=0.32523500000000005 0.10129000000000002 -0.56741999999999992 0.083985000000000018 0.10338500000000002 0.089680000000000024 0.089810000000000015 0.11454000000000002 0.093705000000000024 -0.086279999999999982 -0.085684999999999997 0.085790000000000019 -0.08459499999999999 -0.081219999999999987 0.087755000000000014 0.092165000000000011 -1.0000000180025095e-35 0.089360000000000009 0.085025000000000017 0.12236500000000002 0.098395000000000024 1.0000000180025095e-35 0.09549500000000001 0.12445000000000002 0.094435000000000005 0.087175000000000016 -0.080884999999999985 -0.080494999999999997 0.08708500000000001 -0.024084999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 9 11 -11 12 -4 -12 15 17 -17 18 19 20 21 22 25 -22 -21 27 -27 -15 -29 -30
right_child=-2 -3 4 -5 -6 6 -8 -9 -10 10 13 -13 -14 14 -16 16 -18 -19 -20 24 23 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-1.2249289589114846e-07 2.6664778694057967e-07 -3.0002906731851909e-07 5.6570722750036248e-07 6.1813433205770717e-07 -3.9352666556524698e-07 -9.604927722506318e-08 5.391038013158323e-07 -3.7227176157389729e-07 3.1307294447147942e-07 9.3480186080796557e-07 -5.2932056655663481e-07 -9.5996834701850277e-07 -1.7908300546614392e-07 5.0191374290751935e-07 -3.008742058657137e-07 -8.5081839813483388e-07 -1.7349450816578152e-08 7.7460940211437896e-07 3.7766961679361217e-07 -6.6812608782215875e-07 5.3073721365472148e-08 -4.984167501774092e-07 6.3556569495558188e-07 7.904799300166113e-07 1.151697926502493e-07 -7.7236808085753451e-07 3.5377758522150631e-08 -6.592760036388424e-09 -3.5936364794786481e-08 9.953987313090931e-07
leaf_weight=22 21 25 21 20 24 20 20 21 39 21 25 20 56 23 27 20 282 20 23 21 34 31 21 24 25 28 41 2036 87 23
leaf_count=22 21 25 21 20 24 20 20 21 39 21 25 20 56 23 27 20 282 20 23 21 34 31 21 24 25 28 41 2036 87 23
internal_value=0 -1.80482e-09 6.1977e-10 2.30187e-07 -2.5592e-09 5.59186e-10 2.21527e-07 -2.41782e-09 2.16827e-10 -3.97753e-09 2.0546e-09 -1.78847e-07 2.40416e-08 -4.96357e-09 -2.24259e-10 2.73943e-09 -7.25461e-08 1.2069e-08 5.75922e-09 2.18614e-09 6.97829e-09 -1.91746e-09 4.89594e-09 3.58207e-07 -2.42422e-07 -1.02187e-09 -2.92403e-07 8.24752e-09 2.95659e-09 1.79706e-07
internal_weight=0 3100 3075 42 3033 3009 40 2969 2948 2909 2812 97 77 2791 2766 2739 302 2437 2417 2394 2348 2290 2259 58 46 2238 69 2169 2146 110
internal_count=3121 3100 3075 42 3033 3009 40 2969 2948 2909 2812 97 77 2791 2766 2739 302 2437 2417 2394 2348 2290 2259 58 46 2238 69 2169 2146 110
is_linear=0
shrinkage=0.1


Tree=9013
num_leaves=31
num_cat=0
split_feature=1429 156 1425 13 47 10 1 47 3 2 16 159 1429 52 13 4 15 3 12 12 3 0 160 150 1213 12 12 12 12 1429
split_gain=1.57498e-10 6.24918e-10 1.90427e-10 1.82562e-10 4.58899e-10 2.11615e-09 1.89625e-09 5.57705e-10 4.5753e-10 4.89087e-10 3.71998e-10 3.76487e-10 9.58967e-10 5.56414e-10 5.09637e-10 4.22778e-10 1.13087e-09 1.77596e-09 1.06897e-09 8.47861e-10 1.68396e-09 1.53023e-09 8.85253e-10 5.90806e-10 5.06575e-10 5.04848e-10 1.03917e-09 8.80031e-10 1.18876e-09 6.07788e-10
threshold=-0.23752499999999996 0.32523500000000005 0.10034500000000002 -1.0000000180025095e-35 0.094160000000000008 -1.0000000180025095e-35 0.093205000000000024 0.07813500000000001 0.097915000000000016 0.11704500000000001 -0.54165499999999989 0.10545500000000001 -0.012159999999999999 -0.11183499999999999 0.056795000000000005 -0.0070899999999999991 -0.03241999999999999 -0.012939999999999998 -1.0000000180025095e-35 0.089625000000000024 -0.094874999999999987 -0.069954999999999976 0.098320000000000005 0.081835000000000019 0.060985000000000004 0.092995000000000008 0.095935000000000006 0.099400000000000002 0.10508500000000001 0.08103500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6 10 -8 -10 -7 12 -12 -13 -15 18 19 -18 -14 21 -21 22 23 -17 25 29 -27 -28 -29 -20
right_child=1 -3 -4 4 6 7 8 -9 9 -11 11 13 15 14 -16 16 17 -19 24 20 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-2.6661494261630155e-07 -1.474037792247494e-08 5.5907013916112194e-07 -2.6612801859839778e-07 -8.4145803437455207e-07 9.4098686267735908e-07 -2.7790005465009784e-07 -2.6618989944668821e-07 4.6667743665314754e-07 5.7364829899597689e-07 -8.9811260295391556e-08 6.8799300739404625e-07 -5.671479049359126e-07 -7.1186847715612862e-07 3.9884692981217996e-07 -3.1504166415174949e-07 1.4966592074314477e-07 -8.7198649794117961e-08 1.1887173193040704e-06 -2.1601480801274937e-07 9.6925390048833529e-07 -1.6314447081860073e-07 -8.5915560149537086e-07 6.0629829657831247e-07 -5.5754917411832143e-07 4.6599645481630134e-07 6.4010246641219648e-07 -4.8938468510108391e-07 5.928318805735621e-07 -1.3634417006938995e-07 2.4891125434578502e-07
leaf_weight=22 2189 20 27 28 28 38 38 30 20 25 24 24 21 20 20 27 20 24 143 24 29 23 22 21 24 31 29 36 59 35
leaf_count=22 2189 20 27 28 28 38 38 30 20 25 24 24 21 20 20 27 20 24 143 24 29 23 22 21 24 31 29 36 59 35
internal_value=0 1.89633e-09 -1.72285e-09 6.16248e-10 3.95683e-08 1.15524e-08 2.2937e-07 4.45417e-08 -1.06932e-08 2.0506e-07 2.62938e-08 4.39148e-08 6.88235e-08 -1.86491e-07 4.19026e-08 4.26614e-08 1.6435e-07 6.08756e-07 -1.8505e-08 3.04201e-08 3.4964e-07 -1.51501e-07 8.10144e-08 -1.59741e-07 2.22811e-08 -9.69838e-09 1.22249e-07 -7.21382e-09 1.39975e-07 -1.24597e-07
internal_weight=0 3099 3079 3052 863 752 111 724 83 45 694 656 592 64 40 568 190 44 378 146 53 93 70 48 357 333 155 124 95 178
internal_count=3121 3099 3079 3052 863 752 111 724 83 45 694 656 592 64 40 568 190 44 378 146 53 93 70 48 357 333 155 124 95 178
is_linear=0
shrinkage=0.1


Tree=9014
num_leaves=31
num_cat=0
split_feature=130 391 52 2 16 2 129 1186 132 50 132 4 403 43 128 128 128 16 42 133 15 0 133 16 1427 42 160 120 11 33
split_gain=1.7326e-10 6.22611e-10 3.72191e-10 3.89448e-10 7.49277e-10 4.68363e-10 3.58467e-10 4.06965e-10 5.89596e-10 7.26174e-09 4.18406e-09 3.70917e-10 6.74975e-10 3.30681e-10 3.13979e-10 3.006e-10 4.10685e-10 2.94467e-10 4.04336e-10 4.4612e-10 2.85038e-10 2.27145e-10 2.08057e-10 2.64905e-10 1.8545e-10 4.61521e-10 7.00342e-10 3.21497e-10 3.7167e-10 3.77739e-10
threshold=-0.0091299999999999975 -0.086319999999999994 0.10611000000000001 0.086675000000000016 -0.082179999999999989 0.084055000000000005 -0.04689999999999999 0.057025000000000006 -0.083284999999999984 0.10022000000000002 -0.037359999999999997 -0.069999999999999993 -0.073679999999999982 -0.34140499999999996 0.11876500000000001 0.10979500000000002 0.10378000000000003 -0.095094999999999985 -0.046564999999999995 -0.40071499999999999 0.083490000000000023 -0.085034999999999986 -0.088234999999999994 -0.08231999999999999 0.086130000000000012 0.089165000000000008 -0.073679999999999982 0.073910000000000017 -0.011194999999999998 -0.009184999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 20 -3 8 9 11 -10 12 -8 -5 15 16 24 -13 19 -19 -1 -22 -15 -24 27 26 -26 28 -12 -30
right_child=1 6 -4 13 -6 -7 7 -9 10 -11 14 17 -14 22 -16 -17 -18 18 -20 -21 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=1.8646278043715507e-07 -5.6290983138751474e-07 4.0862359482963217e-07 4.9392491185074051e-07 -4.5651168989024882e-07 6.9860629449439422e-07 3.6547849709501366e-07 1.3207282883004587e-07 -4.446464534642776e-07 -1.4201361047466458e-06 1.9668873773071028e-06 4.0111763723871266e-07 -2.2677035769191891e-07 -6.238422390883561e-07 -2.8524825276847535e-07 3.732184345815106e-07 -3.9234788530961849e-07 4.4822556716894723e-07 6.9781273595026514e-07 -1.2656676606693823e-07 2.9890359627415817e-08 -5.0679999514358092e-07 -3.020215388005454e-08 2.8100564162987971e-07 -1.0396024357270597e-07 7.0381378972683715e-07 -1.579549829481645e-07 -7.9533652789602152e-08 -4.0100376931409958e-07 -4.0652535489016377e-07 -7.8380654055672529e-09
leaf_weight=21 20 21 20 20 22 31 21 21 21 20 22 28 27 21 22 20 20 20 29 20 20 20 33 39 25 30 21 21 24 2421
leaf_count=21 20 21 20 20 22 31 21 21 21 20 22 28 27 21 22 20 20 20 29 20 20 20 33 39 25 30 21 21 24 2421
internal_value=0 -6.9068e-09 8.0371e-08 4.39345e-08 1.74341e-07 4.89729e-08 -3.0105e-09 -6.06179e-09 -2.78644e-09 1.80616e-07 -1.42188e-08 -6.57666e-08 -2.93129e-07 -8.76258e-08 -2.97571e-09 -6.154e-09 -3.16488e-09 4.67428e-08 1.57734e-07 3.63852e-07 -1.11874e-07 -2.68501e-07 -8.29545e-09 7.24825e-08 -6.68587e-09 1.47191e-07 3.46199e-07 -1.13863e-08 -8.06971e-09 -1.17516e-08
internal_weight=0 2874 247 227 114 92 2854 2833 2812 165 2647 145 48 113 2626 2604 2584 97 69 40 61 40 93 72 2564 76 46 2488 2467 2445
internal_count=3121 2874 247 227 114 92 2854 2833 2812 165 2647 145 48 113 2626 2604 2584 97 69 40 61 40 93 72 2564 76 46 2488 2467 2445
is_linear=0
shrinkage=0.1


Tree=9015
num_leaves=31
num_cat=0
split_feature=132 1185 1203 52 0 400 16 43 43 0 2 1 130 41 33 43 3 0 403 1210 1212 12 12 12 12 4 12 12 2 12
split_gain=1.78616e-10 1.11856e-09 5.53725e-10 1.87882e-10 4.59659e-10 2.56911e-10 4.19667e-10 1.80412e-10 3.70043e-10 1.08198e-09 4.00639e-10 3.12518e-10 3.07243e-10 2.5204e-10 7.07297e-10 2.36409e-10 1.07097e-09 7.05108e-10 8.01576e-10 6.67477e-10 3.59734e-10 2.21072e-10 1.47725e-09 7.1072e-10 9.77459e-10 8.79634e-10 1.03437e-09 6.10308e-10 7.3492e-10 5.96573e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.089575000000000016 -0.073309999999999986 0.10645500000000001 -0.090764999999999985 0.16180500000000003 0.084740000000000024 -0.097274999999999986 0.11585500000000001 0.095950000000000021 0.096970000000000015 0.088520000000000015 -0.0066799999999999993 0.055925000000000009 -0.074939999999999993 -0.073574999999999988 -0.00043499999999999995 0.258635 0.13183500000000004 0.094580000000000011 0.094225000000000017 0.096395000000000022 0.096645000000000009 -0.010655 0.095780000000000018 0.09334000000000002 0.095545000000000005 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 -1 8 13 -10 11 -11 -9 14 -3 19 17 18 -17 20 21 22 27 25 -25 26 -23 29 -29 -16
right_child=1 7 -4 4 -6 -7 -8 12 9 10 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=4.0227407616326208e-07 7.3380381633926713e-07 4.9014362825043159e-07 -5.1087301747648547e-07 -4.5284654873477128e-07 1.614728109275564e-07 -3.0280759460765694e-07 -2.2015752617644855e-08 2.1238958562511716e-07 -6.8417564343983562e-07 3.7699598483560562e-07 -2.9957313311494244e-07 -1.226341881800322e-07 -1.783688147200407e-07 -2.5202363562620554e-07 -3.811131221790293e-09 -2.1688871674996337e-07 8.0624971033671509e-07 -5.2519623352509368e-07 5.9219728617184353e-07 -5.7931509985564847e-07 3.5084777002421578e-07 -1.818825145013155e-07 8.2650633252967516e-07 6.5835894545108164e-07 -4.2386780186975367e-08 1.3061068121563345e-07 -1.0096267288872696e-06 -3.4008757754030916e-08 -8.1152444295184991e-07 2.1666512655654612e-07
leaf_weight=31 21 30 27 29 21 20 94 89 31 31 27 21 26 38 1747 25 20 20 24 20 29 36 22 21 382 30 26 31 20 132
leaf_count=31 21 30 27 29 21 20 94 89 31 31 27 21 26 38 1747 25 20 20 24 20 29 36 22 21 382 30 26 31 20 132
internal_value=0 6.62644e-09 -8.64429e-08 -2.76757e-08 -1.94832e-07 2.99646e-08 8.32081e-08 1.32042e-09 -3.78752e-09 -1.83512e-07 1.29504e-08 1.75222e-07 1.24044e-07 3.66432e-09 7.37987e-09 1.77719e-09 1.61928e-07 -2.4832e-08 1.79398e-07 -3.93331e-09 7.14361e-10 -3.43516e-09 1.17009e-08 -6.31231e-08 -5.87149e-09 -3.1391e-07 -5.29001e-07 2.41295e-09 -3.38917e-07 1.16774e-08
internal_weight=0 2899 222 195 50 145 125 2878 2763 110 79 52 115 2653 2615 2585 89 69 49 2496 2476 2447 1952 495 403 92 62 1930 51 1879
internal_count=3121 2899 222 195 50 145 125 2878 2763 110 79 52 115 2653 2615 2585 89 69 49 2496 2476 2447 1952 495 403 92 62 1930 51 1879
is_linear=0
shrinkage=0.1


Tree=9016
num_leaves=31
num_cat=0
split_feature=129 42 1184 16 52 1 16 132 0 12 1210 12 42 43 4 43 43 40 16 12 12 16 52 16 13 49 12 132 403 1204
split_gain=1.49191e-10 1.08933e-09 6.799e-10 1.91476e-10 9.05151e-10 2.03563e-09 6.76076e-10 5.04621e-10 1.45221e-09 6.25705e-10 3.06266e-09 2.84277e-09 9.26079e-10 2.26841e-09 4.18653e-09 1.71795e-09 1.54614e-09 1.28934e-09 6.75049e-10 9.94674e-10 8.71324e-10 6.82057e-10 6.12507e-10 5.96305e-10 5.82431e-10 5.36066e-10 4.98942e-10 4.59054e-10 4.7794e-09 3.4067e-09
threshold=-0.077709999999999987 -0.015274999999999999 0.089075000000000015 -0.083134999999999987 -0.080979999999999983 0.090275000000000008 -0.08231999999999999 0.087955000000000019 -0.090644999999999989 0.088245000000000004 -0.065674999999999983 0.087995000000000004 0.087075000000000014 -0.0047449999999999992 -0.080924999999999983 -0.074974999999999986 0.0034250000000000005 -0.080884999999999985 -0.097644999999999996 0.10832500000000002 0.090345000000000023 -0.11227499999999999 0.085310000000000011 -0.088704999999999992 -0.085669999999999982 -0.080089999999999981 0.12757000000000002 -0.083284999999999984 -0.074254999999999988 -0.082199999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -5 9 -9 11 -11 12 16 15 -15 17 25 -14 21 20 22 24 -20 -22 -12 -6 -26 28 -8 -29
right_child=2 -3 -4 6 7 -7 27 8 -10 10 18 -13 13 14 -16 -17 -18 -19 19 -21 23 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=-7.2598214055390261e-07 1.0633481409790282e-06 2.0091610650752047e-07 5.4453195952705951e-07 4.4049951814461542e-07 -5.5044674860999461e-07 -2.6710747212509099e-07 1.1712657654884749e-06 1.9822415933240814e-08 -8.2195405812779401e-07 1.2419266987589731e-06 -1.5028659893424306e-07 -1.1638575919903361e-06 -4.1641267534942023e-07 1.6234259310294875e-06 -6.1073921781624242e-08 -8.1085992787523411e-07 -7.8770014252685617e-07 5.1840565616048359e-07 -7.6389024250354189e-07 -8.1008178802849661e-07 -1.0355561830266424e-07 6.0075292657302282e-07 -5.8791216263541308e-08 5.2251759276761487e-07 3.443426792105257e-07 -4.0870262615692525e-08 -1.9157215695525771e-07 -1.16217348193004e-06 -2.4697505024639177e-07 1.3154664219943353e-08
leaf_weight=21 23 32 23 37 22 23 35 57 32 21 83 24 25 25 36 28 33 36 22 21 32 25 28 29 71 335 23 25 74 1820
leaf_count=21 23 32 23 37 22 23 35 57 32 21 83 24 25 25 36 28 33 36 22 21 32 25 28 29 71 335 23 25 74 1820
internal_value=0 -1.66345e-07 2.87467e-09 -1.21667e-09 -3.56817e-08 3.9812e-07 1.70285e-08 -5.54782e-08 -2.82839e-07 -3.34596e-08 7.05449e-08 -9.89235e-08 -5.15931e-08 1.59568e-07 6.29295e-07 -1.6238e-07 -1.32809e-07 1.35283e-07 -3.10485e-09 -1.78971e-07 -5.95722e-08 1.11818e-07 -3.69035e-07 1.94086e-07 4.27592e-08 -7.22727e-08 2.13215e-07 9.00988e-09 2.08423e-07 -2.77119e-09
internal_weight=0 53 3068 3045 1054 46 1991 1008 89 919 355 564 540 150 61 89 390 61 334 132 111 202 50 61 177 357 94 1954 109 1845
internal_count=3121 53 3068 3045 1054 46 1991 1008 89 919 355 564 540 150 61 89 390 61 334 132 111 202 50 61 177 357 94 1954 109 1845
is_linear=0
shrinkage=0.1


Tree=9017
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1204 0 16 51 3 399 15 2 1212 16 0 0 1213 402 1210 15 4 15 402 3 391 128 129 128 0 128 1212
split_gain=1.58188e-10 8.81563e-10 4.8077e-10 2.49983e-10 1.75256e-10 3.45158e-10 2.80295e-10 3.78369e-10 2.16836e-10 2.05938e-10 1.83592e-10 1.62439e-10 8.52653e-10 1.07712e-09 5.27527e-10 3.05356e-10 2.5145e-09 1.58809e-09 1.45806e-09 1.98896e-09 1.25147e-09 4.72023e-10 2.7126e-09 7.17706e-10 4.33378e-10 3.81839e-10 3.34606e-10 1.50596e-09 3.3645e-10 3.43617e-10
threshold=-0.083174999999999985 -0.014244999999999999 0.089005000000000015 -0.081664999999999988 -0.11242999999999999 -0.095094999999999985 1.0000000180025095e-35 -0.073309999999999986 0.086340000000000014 -0.052074999999999989 0.085485000000000019 -0.09083999999999999 -0.092484999999999984 -0.086729999999999988 -0.080869999999999984 -0.084619999999999987 0.11522000000000002 -0.3960249999999999 0.085730000000000015 -0.081609999999999988 0.084370000000000014 0.10708500000000001 -0.085709999999999995 -0.087114999999999984 0.11876500000000001 -0.04689999999999999 0.10296000000000001 -0.079459999999999989 0.09445000000000002 -0.063924999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 -1 -6 7 8 -7 -9 -10 12 -5 -14 -15 16 18 -17 20 -20 -13 23 -23 -19 25 -25 28 -28 29 -27
right_child=1 3 -4 11 5 6 -8 9 10 -11 -12 15 13 14 -16 17 -18 21 19 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=2.538390969775151e-07 6.2287863625976532e-07 2.3003819739855358e-07 -4.7683196081986053e-07 -6.1143950473605302e-07 -4.0264452178462314e-07 -3.3243264180203953e-07 -3.3103212428190177e-07 5.3728350479786968e-07 1.5205912094125081e-07 8.3479509314088323e-08 -1.9796739944349216e-07 -3.9101470175127964e-08 6.7778128652662429e-07 -4.1106208656353713e-07 1.1247026117043554e-07 -7.9833766085357646e-07 1.127950890184531e-06 -5.9983450228173752e-07 -8.4680352993397418e-07 2.2800059255270311e-07 9.891395886540977e-07 -4.7026741482754497e-07 1.0829202175915746e-06 4.2243286987373035e-07 4.6523832793354817e-07 2.9346457900951342e-07 -8.4174778516685569e-07 3.1552954285726548e-07 3.4387763615687361e-07 -9.6931522394817046e-09
leaf_weight=20 23 47 27 27 25 22 22 20 43 20 23 29 20 38 39 25 22 20 36 33 20 22 23 21 20 38 23 22 28 2323
leaf_count=20 23 47 27 27 25 22 22 20 43 20 23 29 20 38 39 25 22 20 36 33 20 22 23 21 20 38 23 22 28 2323
internal_value=0 6.23667e-09 -8.13489e-08 1.30525e-09 -2.65898e-08 -5.86388e-08 -1.30448e-09 5.53675e-08 -6.0548e-08 3.10382e-07 3.00802e-08 -2.49484e-09 -1.14413e-07 2.39341e-08 -1.45896e-07 2.63562e-09 1.46449e-07 -5.21384e-09 -3.65429e-08 -3.32767e-07 3.80589e-07 2.59249e-09 3.23584e-07 -3.19693e-09 1.62438e-09 -2.15251e-09 -5.81574e-09 -2.75968e-07 -7.27068e-10 -4.81387e-09
internal_weight=0 2899 222 2876 195 175 150 128 88 40 66 2829 124 97 77 2705 140 2565 118 69 49 2540 45 2495 2475 2455 2434 45 2389 2361
internal_count=3121 2899 222 2876 195 175 150 128 88 40 66 2829 124 97 77 2705 140 2565 118 69 49 2540 45 2495 2475 2455 2434 45 2389 2361
is_linear=0
shrinkage=0.1


Tree=9018
num_leaves=31
num_cat=0
split_feature=401 1210 12 1210 1210 4 12 401 15 42 1210 43 12 133 1210 1210 402 12 1211 1211 1203 394 131 482 483 131 52 131 480 52
split_gain=1.49186e-10 2.6192e-10 1.40754e-09 3.10715e-10 2.28378e-10 3.29868e-10 7.38774e-10 1.98958e-10 6.51858e-10 7.95172e-10 2.26618e-10 2.16708e-09 2.25583e-09 9.84124e-10 4.54982e-10 7.85594e-10 3.66542e-10 7.27237e-10 3.22401e-10 4.38671e-10 2.77016e-10 5.16568e-10 1.98131e-10 3.22446e-10 3.99246e-10 3.02211e-10 4.03194e-10 3.6104e-10 2.6607e-09 2.05438e-09
threshold=0.13837000000000002 -0.13847499999999999 0.092355000000000007 -0.090569999999999998 0.0028200000000000005 -0.072334999999999997 0.090345000000000023 -0.099524999999999988 0.098485000000000017 0.11747 -0.064344999999999999 -0.0047449999999999992 0.087445000000000009 -0.0036349999999999998 -0.018549999999999994 -0.00046999999999999993 -1.0000000180025095e-35 0.099100000000000008 0.11048500000000001 0.092635000000000009 0.089745000000000019 0.15288500000000002 0.11863000000000001 0.12191 0.12325000000000001 0.10488000000000001 0.087555000000000008 0.09055500000000001 0.11303500000000001 0.4099850000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 7 6 -6 8 9 -5 11 12 -9 -14 -12 -16 17 -17 19 20 21 22 23 24 25 27 -27 28 -18 -29
right_child=-2 3 -4 4 5 -7 -8 10 -10 -11 14 -13 13 -15 15 16 18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-2.1646977042123721e-07 -2.6563897866556851e-07 -3.766658613296221e-07 7.7828902885812562e-07 -2.8656527067343836e-07 -5.6440467460561189e-08 -1.2850385928686593e-07 7.2030402099206488e-07 -1.0035526194294355e-06 -6.5374275997953651e-07 4.6616831497203751e-07 -3.4401750737673028e-07 8.2780991643716113e-07 7.3252967462438053e-07 -1.8787207326253199e-07 5.0887940849027777e-07 -6.9710454201041027e-07 -4.3993267663649695e-09 1.2561408489037127e-07 2.9622882683118711e-07 -3.8527550446569121e-07 -2.8855302382922766e-07 5.0926665323913761e-07 -2.6083366935444216e-07 3.7475944351251162e-07 -3.7686850770260859e-07 4.8117481231780737e-08 5.8962630831160825e-07 1.6705771082271034e-09 1.0766782659867085e-06 -1.0971459442998821e-06
leaf_weight=33 21 22 25 36 25 24 24 22 20 23 39 32 21 26 30 22 2235 21 36 30 33 20 29 23 28 44 20 114 23 20
leaf_count=33 21 22 25 36 25 24 24 22 20 23 39 32 21 26 30 22 2235 21 36 30 33 20 29 23 28 44 20 114 23 20
internal_value=0 1.79735e-09 2.12306e-07 -2.21628e-09 5.11496e-10 1.75236e-07 3.24006e-07 -3.81658e-09 -1.60371e-07 6.87325e-09 4.95767e-10 1.47626e-07 -1.67822e-07 2.23371e-07 -4.87472e-09 -2.62707e-11 -5.68497e-09 -2.95312e-07 -9.94216e-10 -5.07976e-09 -6.74244e-10 3.0425e-09 -9.49803e-10 2.05643e-09 -1.39452e-09 2.88613e-09 2.17339e-07 -2.85174e-09 6.61254e-09 -1.62332e-07
internal_weight=0 3100 58 3042 3020 73 49 2947 79 59 2868 101 69 47 2767 2728 2698 43 2655 2619 2589 2556 2536 2507 2484 2456 64 2392 2258 134
internal_count=3121 3100 58 3042 3020 73 49 2947 79 59 2868 101 69 47 2767 2728 2698 43 2655 2619 2589 2556 2536 2507 2484 2456 64 2392 2258 134
is_linear=0
shrinkage=0.1


Tree=9019
num_leaves=31
num_cat=0
split_feature=40 130 42 12 142 15 11 34 13 34 133 9 10 10 2 147 147 483 158 153 473 48 131 131 1447 13 13 484 42 4
split_gain=1.46983e-10 3.52714e-10 2.9974e-10 1.58918e-10 5.7017e-10 3.93511e-10 2.14158e-10 2.52859e-10 4.17624e-10 2.81376e-10 7.55986e-10 5.5684e-10 7.63989e-10 1.5349e-09 3.13617e-10 1.92629e-10 2.48717e-10 2.85741e-10 4.85461e-10 2.49514e-10 2.77835e-10 2.38161e-10 2.61088e-10 1.22962e-09 8.40262e-10 7.31499e-10 1.2884e-09 1.0382e-09 7.41235e-10 4.95131e-10
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.12757000000000002 -0.057499999999999989 -0.052074999999999989 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.086990000000000012 0.091600000000000015 -0.0093599999999999985 -0.39840999999999999 -0.055814999999999997 0.099730000000000027 0.093875000000000014 -0.47181499999999993 0.13374000000000003 1.0000000180025095e-35 -0.072684999999999986 -0.089814999999999992 0.090690000000000007 0.090150000000000022 0.059120000000000013 -0.077944999999999987 -0.081029999999999977 -0.0087999999999999988 0.095565000000000011 -0.086849999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -6 8 -8 10 -9 12 13 -11 -14 16 17 -16 19 20 -19 -22 23 24 -23 26 -24 -27 29 -29
right_child=1 2 -4 5 6 -7 7 9 -10 11 -12 -13 14 -15 15 -17 -18 18 -20 -21 21 22 25 -25 -26 27 -28 28 -30 -31
leaf_value=2.7022177960134288e-07 -4.0072719994813355e-07 4.9724007132444175e-07 3.5312659238210626e-07 -5.0752600216020209e-07 -3.2078844023024956e-07 6.5121909135054275e-08 9.7825361225742132e-08 6.9559548889975259e-07 -4.8911995552063872e-07 -6.8820585264300718e-08 -9.2235919953117422e-08 -3.7591213329371899e-07 -3.6228334649261266e-07 1.0699194225338716e-06 3.1884364984437397e-07 2.6656705527043586e-07 -3.1582110455019577e-07 3.5838902270122408e-07 -4.8118918509013997e-07 -3.1291115783460557e-07 2.4677835990762388e-07 -1.4623892837594379e-08 1.0038836057038988e-07 -7.4167971097663017e-07 4.7246087946619909e-07 -6.7487272222673974e-07 1.0188622793196242e-06 3.5755847265632342e-07 6.4146914382945405e-07 -6.5923848502412927e-08
leaf_weight=20 22 23 24 21 21 28 22 21 27 29 29 39 24 20 28 27 25 22 21 25 39 2185 56 23 36 21 21 33 20 169
leaf_count=20 22 23 24 21 21 28 22 21 27 29 29 39 24 20 28 27 25 22 21 25 39 2185 56 23 36 21 21 33 20 169
internal_value=0 -1.74437e-09 1.10643e-09 -1.65903e-09 1.25293e-09 -1.80299e-07 -2.57131e-09 -3.15215e-10 -2.25593e-07 3.47422e-09 2.38653e-07 -6.3299e-10 4.54969e-09 3.95971e-07 -2.3619e-09 7.78092e-10 -1.85638e-09 1.05178e-09 -2.27962e-09 1.51551e-09 4.51005e-09 1.51914e-09 -2.2114e-09 -1.42617e-08 -6.72878e-09 8.22913e-08 3.50881e-07 -2.81747e-09 6.07553e-08 3.25891e-09
internal_weight=0 3101 3079 3055 3006 49 2983 2962 49 2913 50 2863 2824 49 2775 2751 2724 2699 2671 2650 2625 2603 2564 2244 2221 320 77 243 222 202
internal_count=3121 3101 3079 3055 3006 49 2983 2962 49 2913 50 2863 2824 49 2775 2751 2724 2699 2671 2650 2625 2603 2564 2244 2221 320 77 243 222 202
is_linear=0
shrinkage=0.1


Tree=9020
num_leaves=31
num_cat=0
split_feature=132 1186 1185 52 132 13 400 3 399 403 403 403 1210 1210 400 402 0 42 402 133 1209 133 133 13 42 42 1212 1212 16 0
split_gain=1.50541e-10 4.16459e-09 2.56289e-09 4.24447e-10 3.06485e-10 3.05049e-10 2.07218e-10 2.48905e-10 4.09447e-10 1.57432e-10 3.2721e-10 3.94862e-10 2.40075e-10 1.83071e-10 1.75908e-10 1.75704e-10 8.73157e-10 7.55444e-10 4.592e-10 2.77386e-10 2.34667e-10 3.25014e-10 3.59317e-10 2.00327e-10 9.17635e-10 2.92119e-10 2.47951e-10 1.25092e-09 7.27864e-10 4.23317e-10
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 -0.037359999999999997 0.056795000000000005 0.10782000000000001 -0.080104999999999996 0.085965000000000014 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 -0.3960249999999999 -0.095909999999999981 -0.39724499999999996 -0.44724499999999995 -0.072594999999999979 0.11747 -0.41217999999999994 0.41553500000000004 0.10742500000000001 0.26753000000000005 0.23074000000000003 0.24394000000000002 -0.09693499999999998 0.15665000000000004 -0.092474999999999988 -0.087764999999999996 -0.091354999999999978 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -4 6 7 8 -1 -6 -11 -12 -13 -14 -15 16 17 -16 -17 20 21 22 23 25 -25 26 28 -28 -20 -30
right_child=2 -3 4 -5 9 -7 -8 -9 -10 10 11 12 13 14 15 18 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-4.805887951217106e-07 -1.0812668620019395e-06 1.384869517809503e-06 2.9628961694275598e-07 -4.2639883497080131e-07 2.1570553046372383e-07 3.3245849077383869e-07 -3.214578124470791e-07 2.1961196509323601e-07 2.731521577131319e-08 -3.6415807380763003e-07 4.4197508032084447e-07 -3.2569387109976128e-07 2.681083192328515e-07 2.91737463555819e-07 -2.6355825667678805e-07 4.6400990424358281e-07 -7.2115768546154878e-07 5.18458160551442e-07 6.2781985465202687e-07 -3.5123144975248424e-07 3.3880119502782692e-07 -3.0342393778760706e-07 3.9262785180752593e-07 -6.1468647172269186e-08 6.4302894818760817e-07 -3.7262281993703668e-07 -8.0054882317881498e-07 -6.2244362780105674e-09 -2.8693445497743425e-07 2.027611510972592e-07
leaf_weight=21 22 22 35 28 33 23 25 35 65 25 20 23 25 20 30 21 20 21 24 23 20 36 23 64 26 22 20 2277 31 41
leaf_count=21 22 22 35 28 33 23 25 35 65 25 20 23 25 20 30 21 20 21 24 23 20 36 23 64 26 22 20 2277 31 41
internal_value=0 7.99434e-08 -6.03778e-09 -6.57844e-08 2.17577e-09 -6.03761e-09 -5.93623e-08 -5.21039e-09 -9.67079e-08 -1.4425e-09 -3.99082e-09 -7.60042e-10 -3.96015e-09 -1.2634e-09 -3.74016e-09 -5.92969e-09 -1.61159e-07 5.84485e-08 -1.7359e-09 -5.4876e-09 -2.41016e-09 -5.07171e-09 -8.23024e-10 -4.43555e-09 1.42053e-07 -9.89474e-09 -6.56001e-09 -1.31406e-08 1.50895e-07 -8.08001e-09
internal_weight=0 219 2902 197 2880 169 146 121 86 2845 2812 2787 2767 2744 2719 2699 71 51 2628 2607 2584 2564 2528 2505 90 2415 2393 2297 96 72
internal_count=3121 219 2902 197 2880 169 146 121 86 2845 2812 2787 2767 2744 2719 2699 71 51 2628 2607 2584 2564 2528 2505 90 2415 2393 2297 96 72
is_linear=0
shrinkage=0.1


Tree=9021
num_leaves=31
num_cat=0
split_feature=129 42 1184 130 40 120 11 33 1 131 131 43 12 124 1 9 1 480 1 43 1446 1447 480 50 133 1456 1 3 155 155
split_gain=1.6749e-10 8.19224e-10 5.20064e-10 1.65979e-10 2.46478e-10 2.32801e-10 2.752e-10 3.25156e-10 2.11823e-10 4.11672e-10 6.26351e-10 4.36224e-10 4.11437e-10 6.64252e-10 3.86189e-10 6.45974e-09 3.43509e-09 8.60497e-10 8.48257e-10 1.28541e-09 7.50528e-10 1.23504e-09 5.00691e-10 5.08627e-10 1.60153e-09 6.1925e-10 4.99171e-10 2.17507e-09 1.16863e-09 1.08339e-09
threshold=-0.077709999999999987 -0.015274999999999999 0.089075000000000015 -0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.011194999999999998 -0.009184999999999997 0.12656000000000003 0.10216000000000001 0.09172000000000001 -0.083879999999999996 -0.087484999999999993 -0.027784999999999997 0.09253500000000002 0.088665000000000008 0.091900000000000023 0.10742500000000001 0.093700000000000019 -0.0098449999999999979 -1.0000000180025095e-35 0.040965000000000008 0.11144000000000001 -0.099524999999999988 0.090665000000000009 0.10959500000000001 0.10205500000000002 -1.0000000180025095e-35 0.14485500000000004 0.11562500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -6 -8 14 10 11 -10 -13 -14 16 17 20 18 19 -16 -9 22 23 24 -22 -25 27 -20 29 -28
right_child=2 -3 -4 4 5 -7 7 8 9 -11 -12 12 13 -15 15 -17 -18 -19 26 -21 21 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=-6.6157304251153927e-07 2.731453464057474e-07 1.422391416205926e-07 4.7677491082872028e-07 -3.5241561818111228e-07 3.2785860616968426e-07 3.3159245602865627e-07 -3.5076338075736268e-07 -5.9763307926156519e-07 -4.1981750369401994e-07 2.695681847026461e-07 -6.7718448320874819e-07 -3.2670628282716055e-07 5.86586339154781e-07 -3.8669865112774716e-08 -8.3567812509954827e-08 1.84085072447715e-06 -1.2594319097109459e-06 -6.2880933395348391e-07 5.0708915113770359e-08 1.0501929250494868e-06 -2.3529900180055514e-07 5.7566475076069962e-07 -4.1997764518182993e-07 -2.3818458582844458e-09 8.6430768598907334e-07 -4.4614487819671923e-07 6.9060686443204178e-08 -7.7177667317342401e-07 7.1771754532024858e-07 -5.9834182433331334e-07
leaf_weight=21 22 32 23 20 25 21 27 21 32 27 20 32 21 89 20 20 22 20 149 20 27 37 29 1816 26 32 377 41 26 26
leaf_count=21 22 32 23 20 25 21 27 21 32 27 20 32 21 89 20 20 22 20 149 20 27 37 29 1816 26 32 377 41 26 26
internal_value=0 -1.76252e-07 3.04552e-09 -5.32731e-10 -2.52443e-09 -1.94156e-10 -2.53068e-09 -5.32396e-09 -2.14073e-09 -9.62779e-08 -1.47195e-07 -8.62762e-08 -1.1112e-08 8.06972e-08 5.53897e-09 6.95648e-08 -1.67267e-08 1.73914e-08 3.70029e-08 4.83313e-07 -2.97444e-09 3.37423e-09 -7.59715e-09 -1.30623e-09 3.04131e-07 -1.00661e-08 8.16225e-09 -1.26775e-07 6.79246e-08 2.60025e-08
internal_weight=0 53 3068 3045 3023 3003 2982 2957 2930 221 194 174 142 110 2709 699 2010 679 659 40 1988 1967 1930 1901 53 1848 619 190 429 403
internal_count=3121 53 3068 3045 3023 3003 2982 2957 2930 221 194 174 142 110 2709 699 2010 679 659 40 1988 1967 1930 1901 53 1848 619 190 429 403
is_linear=0
shrinkage=0.1


Tree=9022
num_leaves=31
num_cat=0
split_feature=1447 2 43 43 43 51 160 1447 1447 133 160 43 4 160 150 42 160 133 1455 13 133 0 3 49 16 2 49 133 2 2
split_gain=1.82406e-10 3.87681e-10 1.86939e-10 1.27125e-09 7.51789e-10 4.85559e-10 1.18511e-09 4.55213e-10 1.18241e-09 7.38969e-10 7.15965e-10 1.58908e-09 2.97143e-09 1.38116e-09 1.26307e-09 8.48917e-10 1.23219e-09 6.05228e-10 5.96266e-10 6.92469e-10 1.17504e-09 1.36808e-09 1.0107e-09 9.66682e-10 3.28395e-09 1.67517e-09 8.72207e-10 6.41695e-10 1.19263e-09 8.62896e-10
threshold=0.071705000000000005 0.086825000000000013 -0.077824999999999991 -0.077044999999999988 -0.078139999999999973 0.012085000000000002 0.062030000000000009 -0.086849999999999997 -0.081174999999999983 0.085355000000000014 -0.085764999999999994 -0.08287499999999999 -0.0057249999999999992 -0.081969999999999987 0.10874500000000002 0.084435000000000024 -0.089974999999999986 0.085815000000000016 0.091225000000000014 -0.084319999999999992 0.085815000000000016 -0.090314999999999993 -0.086869999999999989 0.11428500000000001 0.41553500000000004 0.10252500000000002 0.097685000000000008 0.087985000000000022 0.090545000000000014 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 7 -7 9 -9 -1 11 15 -13 -12 18 16 17 -10 19 20 22 -22 -15 24 26 -25 27 28 -21 -30
right_child=1 -3 3 -5 -6 6 -8 8 10 -11 13 12 -14 14 -16 -17 -18 -19 -20 23 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=6.8518212247662795e-07 9.055790888808025e-08 -5.2462525047758389e-07 -6.6170551671499803e-07 -5.7265086614153773e-09 6.2821703723091648e-07 5.6147669274759659e-08 7.5053595073389563e-07 -6.2658415235120873e-07 -3.6861453935443931e-07 -1.2709487486566622e-07 -6.3067213752195758e-07 1.5603334925832053e-06 7.1019512039417869e-08 -1.3855872022299596e-07 5.923639150751115e-07 2.4320384404668631e-07 -9.3232418876709741e-07 4.0003192902120301e-07 4.4528205170498341e-07 -1.0326323413450541e-08 6.1675794365387648e-07 -4.0114839337899955e-07 -1.0262274649374471e-06 -1.8214959095788883e-07 -1.2767609485124577e-06 1.0519007377948501e-06 -6.0654369830553447e-07 -1.1776551725313237e-07 1.0021257217183368e-06 2.5502018873387793e-07
leaf_weight=24 21 20 30 1938 21 136 30 31 20 21 38 21 37 23 33 59 20 21 24 156 23 31 29 22 21 22 22 153 22 52
leaf_count=24 21 20 30 1938 21 136 30 31 20 21 38 21 37 23 33 59 20 21 24 156 23 31 29 22 21 22 22 153 22 52
internal_value=0 -2.09531e-07 2.79269e-09 -1.57262e-08 3.55671e-08 2.41596e-08 1.8164e-07 -4.10172e-09 -1.99653e-08 3.0612e-07 2.1845e-09 1.80481e-07 6.10254e-07 -4.51133e-08 -9.96124e-09 -2.72423e-08 -2.88821e-07 2.50824e-08 -4.30891e-08 -6.34379e-08 -2.94317e-07 3.24043e-08 -6.33605e-07 -1.13673e-08 -5.74581e-08 4.34876e-07 5.765e-09 4.09368e-08 1.46508e-07 4.77133e-07
internal_weight=0 41 3080 1968 1112 1091 166 925 880 45 849 178 58 671 633 120 61 41 600 576 106 54 52 470 426 44 405 383 230 74
internal_count=3121 41 3080 1968 1112 1091 166 925 880 45 849 178 58 671 633 120 61 41 600 576 106 54 52 470 426 44 405 383 230 74
is_linear=0
shrinkage=0.1


Tree=9023
num_leaves=31
num_cat=0
split_feature=421 9 9 41 41 3 8 147 147 447 34 2 132 1203 1185 50 1204 1213 1213 1212 1213 403 1210 3 52 4 12 403 1183 402
split_gain=1.77838e-10 2.69388e-10 4.46727e-10 2.47453e-10 4.78158e-10 3.75745e-10 2.36862e-10 1.88589e-10 2.37502e-10 2.34005e-10 2.92244e-10 3.58539e-10 1.69788e-10 4.77719e-09 2.07642e-09 6.82219e-10 2.81168e-10 2.08335e-10 1.75024e-09 1.80474e-09 1.72327e-09 5.92907e-10 1.75421e-09 1.53491e-09 3.71395e-10 3.16474e-10 4.78806e-10 3.15952e-10 4.35722e-10 4.19605e-10
threshold=-1.0000000180025095e-35 0.092410000000000006 0.088235000000000022 0.086565000000000017 0.090905000000000014 -0.098469999999999988 0.091215000000000004 0.097985000000000017 0.092070000000000013 0.089095000000000021 -0.08786999999999999 -0.080614999999999978 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.093975000000000017 -0.081664999999999988 -0.087969999999999979 -0.085284999999999986 -0.089079999999999979 -0.090324999999999989 -0.0047449999999999992 -0.079504999999999978 -0.082284999999999983 0.092320000000000013 0.0061450000000000003 0.090345000000000023 0.10692500000000002 -0.073809999999999973 0.10708500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 -6 -3 8 9 10 -2 -12 13 15 -14 -13 -16 20 -19 -20 21 23 -23 -18 25 26 -24 28 -21 -30
right_child=1 6 -4 4 5 -7 -8 -9 -10 -11 11 12 14 -15 16 -17 17 18 19 27 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.9723352085397897e-07 3.4720901472458843e-07 4.8886352182026238e-07 -4.3151209657329065e-07 5.9668134611001733e-07 3.0500668278439966e-07 -1.6841584654589258e-07 4.1071382594492649e-08 -2.246467498573087e-07 2.748914398360343e-07 -2.6417764228207663e-07 -3.9643678688790997e-07 -8.0611738833663121e-09 -9.7401161941558149e-07 1.5527760118771995e-06 2.4664726806656254e-07 -6.3031948332792359e-07 -2.1110748821229209e-07 7.0732547328589137e-07 -8.0312546454511645e-07 4.0058194414882566e-07 -9.8146007388777433e-07 -9.7155557341466205e-07 6.6255878237284755e-08 9.6423160101721805e-07 -2.4154317568303441e-07 -1.7034899861928787e-07 6.6409339832976655e-07 -3.4890691856048764e-07 -3.0326798706015079e-09 2.8715245905704809e-07
leaf_weight=20 24 21 24 20 30 38 27 38 31 34 23 148 22 20 46 20 25 35 28 28 20 20 37 20 32 21 21 25 2172 51
leaf_count=20 24 21 24 20 30 38 27 38 31 34 23 148 22 20 46 20 25 35 28 28 20 20 37 20 32 21 21 25 2172 51
internal_value=0 1.91939e-09 -1.7763e-09 1.62867e-09 1.66864e-07 4.0447e-08 2.3698e-07 -3.31546e-09 -4.18255e-10 -3.38991e-09 -2.65606e-10 -3.22914e-09 1.11933e-11 9.17876e-08 -6.6173e-09 -8.21395e-08 1.6286e-09 -2.8175e-09 5.4811e-09 -5.1806e-09 -1.0185e-07 -1.89459e-09 -1.09469e-07 3.11265e-07 4.58623e-08 1.6228e-07 2.82714e-07 4.63595e-09 8.56246e-09 3.62474e-09
internal_weight=0 3101 3053 3029 88 68 48 2941 2903 2872 2838 2814 2791 188 2603 168 2581 2535 2339 2304 196 176 131 45 111 79 58 2276 2251 2223
internal_count=3121 3101 3053 3029 88 68 48 2941 2903 2872 2838 2814 2791 188 2603 168 2581 2535 2339 2304 196 176 131 45 111 79 58 2276 2251 2223
is_linear=0
shrinkage=0.1


Tree=9024
num_leaves=31
num_cat=0
split_feature=472 1429 11 3 156 1429 474 155 50 43 483 16 51 16 1 2 52 48 4 1456 1456 133 1 158 1455 1455 13 483 483 12
split_gain=1.60445e-10 3.26858e-10 2.1625e-10 6.73665e-10 3.66409e-10 2.30829e-10 3.81709e-10 2.38024e-10 2.01002e-10 5.72456e-10 8.88433e-10 5.29589e-10 7.83931e-10 4.70536e-10 1.40005e-09 1.53799e-09 2.00095e-09 7.75957e-10 6.12557e-10 3.84636e-10 4.28821e-10 3.66357e-10 3.74118e-10 2.92212e-10 4.92701e-10 5.94181e-10 4.56711e-10 4.42775e-10 1.72922e-09 6.16134e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.098315000000000013 -0.14847999999999997 0.14171000000000003 0.12387000000000002 -0.23025999999999996 0.11562500000000002 -0.13200999999999999 -0.095589999999999994 0.049115000000000006 0.38525000000000004 -0.034734999999999995 0.15891500000000003 0.085475000000000009 0.092875000000000013 -0.11592499999999999 0.089350000000000013 -0.011884999999999998 0.11510000000000002 0.10504000000000001 0.08653000000000001 0.11751000000000002 0.11651000000000002 -0.097209999999999977 -0.089344999999999994 -0.083499999999999977 0.10143000000000001 0.096460000000000018 0.094070000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 8 9 -8 21 13 -13 19 15 -15 18 -16 -17 20 23 22 -11 24 -10 -26 -25 28 -27 -29
right_child=1 2 3 -5 -6 -7 7 -9 11 10 -12 12 -14 14 17 16 -18 -19 -20 -21 -22 -23 -24 26 25 27 -28 29 -30 -31
leaf_value=-2.5755708747965401e-07 3.7757564943218397e-07 4.1668483315892112e-07 -6.1570437449890143e-07 1.503931197059198e-07 4.0007488168337997e-07 -3.391785014628113e-07 3.4464497091556995e-07 -3.1504203536295941e-07 -3.9933687091320285e-07 4.0602329755125139e-08 -7.3047467788766297e-07 7.7607059146904514e-08 6.9801745588357832e-07 5.175521752020219e-08 6.3921931743809384e-07 4.583240116318166e-08 -1.4814434061958895e-06 -1.2618005277212992e-07 -6.9371202505137607e-07 3.9082798076824823e-07 -3.9216069025213884e-07 2.92223393475152e-07 -5.3002989943706778e-07 5.7623429212768595e-07 5.3803806552076866e-07 3.4420670542188719e-09 -1.1894872115238198e-08 -2.0374387421639996e-08 9.3735799417515879e-07 -6.1749985960091189e-07
leaf_weight=24 23 22 22 24 23 20 21 24 30 27 26 94 26 52 27 24 21 26 21 26 27 22 20 23 21 2279 31 48 20 27
leaf_count=24 23 22 22 24 23 20 21 24 30 27 26 94 26 52 27 24 21 26 21 26 27 22 20 23 21 2279 31 48 20 27
internal_value=0 2.0002e-09 -8.099e-10 -2.16001e-07 2.45919e-09 -5.84124e-10 1.68451e-09 -1.39682e-09 1.16442e-09 -1.27847e-07 -2.32292e-07 6.46562e-09 2.12029e-07 -2.66041e-09 -1.63209e-07 -3.54975e-07 -6.75429e-07 2.6374e-07 -2.99288e-07 8.18234e-09 4.21236e-09 -4.45713e-08 -2.0222e-07 8.52945e-09 3.40613e-09 8.45092e-09 2.38605e-07 3.76629e-09 1.15666e-08 -2.3534e-07
internal_weight=0 3097 3074 46 3028 3005 2985 2963 2939 116 95 2823 120 2703 171 118 66 53 45 2532 2506 69 47 2479 2425 2395 54 2374 2299 75
internal_count=3121 3097 3074 46 3028 3005 2985 2963 2939 116 95 2823 120 2703 171 118 66 53 45 2532 2506 69 47 2479 2425 2395 54 2374 2299 75
is_linear=0
shrinkage=0.1


Tree=9025
num_leaves=31
num_cat=0
split_feature=1429 156 1429 132 1185 1203 131 131 160 12 42 15 4 129 4 1210 1447 47 160 13 0 0 131 1447 12 480 403 2 132 52
split_gain=1.80896e-10 5.15266e-10 2.16806e-10 1.51496e-10 1.2802e-09 6.66161e-10 1.63835e-10 1.64838e-09 7.19509e-10 3.36965e-09 9.24896e-10 4.22709e-10 7.77964e-10 7.63031e-10 7.23596e-10 7.97724e-10 3.72722e-10 3.06693e-10 3.20638e-10 3.06649e-10 4.18305e-10 3.03158e-10 3.02216e-10 3.1365e-10 9.29819e-10 1.86749e-09 6.25702e-10 5.34344e-10 3.52362e-10 1.46037e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.13895999999999997 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.091360000000000011 0.090445000000000011 -0.54512499999999997 0.089625000000000024 0.087550000000000017 0.09116500000000001 -0.067104999999999984 0.080675000000000011 -0.086849999999999997 -0.052634999999999994 0.056670000000000005 0.11926500000000002 -0.074254999999999988 -0.085584999999999981 -0.089269999999999988 -0.080119999999999983 0.089915000000000009 -0.085684999999999997 0.083985000000000018 0.08610000000000001 -0.55276999999999987 0.087625000000000022 0.082150000000000015 0.08257500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 7 8 9 10 -6 13 -13 14 -8 -16 22 18 -17 -20 -21 -22 23 24 -10 -26 -25 -27 -28 -30
right_child=1 -3 3 4 6 -7 11 -9 16 -11 -12 12 -14 -15 15 17 -18 -19 19 20 21 -23 -24 26 25 27 28 -29 29 -31
leaf_value=-2.8573348164296808e-07 -3.1405372066150121e-07 5.07967738485604e-07 -1.2362811706526512e-08 7.8506795294483064e-07 2.5362814090551015e-07 -5.3465777735287444e-07 5.2170589596346791e-07 -8.897192796688442e-07 5.7302563184356993e-07 1.2200582657529734e-06 -6.5330968986334326e-07 -1.0703467220688861e-07 6.5132406990092169e-07 -5.1006056537516994e-07 -5.9646154511483477e-07 -1.2605809066220293e-07 -3.2422102334306616e-07 -2.9711344154071368e-07 5.1458925984503449e-07 -3.0124206745085764e-07 4.9316987389584733e-07 9.4048749067785056e-08 3.8272503566361138e-07 -5.3447078189690182e-07 5.7088056816415449e-07 -8.5942898465418703e-07 4.3305544362300404e-10 -1.2844039986248391e-07 -1.9511387864057283e-08 -8.7343149708374317e-07
leaf_weight=22 22 20 191 21 22 28 31 21 36 26 23 24 31 25 20 45 37 21 23 20 26 71 20 23 28 20 2059 20 121 24
leaf_count=22 22 20 191 21 22 28 31 21 36 26 23 24 31 25 20 45 37 21 23 20 26 71 20 23 28 20 2059 20 121 24
internal_value=0 2.03261e-09 -1.25375e-09 9.97343e-10 7.18132e-09 -7.91403e-08 1.38238e-09 -7.50757e-09 2.65654e-11 3.13735e-07 -2.09918e-07 6.6804e-08 3.20404e-07 1.7343e-08 6.86469e-08 6.5016e-09 -9.30062e-09 6.50417e-08 1.06151e-07 1.8079e-07 1.15171e-07 2.0103e-07 -4.34441e-09 -7.66547e-09 1.62079e-07 -5.54813e-08 -1.55925e-08 -4.93935e-07 -1.01777e-08 -1.6085e-07
internal_weight=0 3099 3079 3057 2838 219 2817 2480 2459 71 45 337 55 282 257 226 2388 206 185 140 117 97 2351 2331 104 68 2227 40 2204 145
internal_count=3121 3099 3079 3057 2838 219 2817 2480 2459 71 45 337 55 282 257 226 2388 206 185 140 117 97 2351 2331 104 68 2227 40 2204 145
is_linear=0
shrinkage=0.1


Tree=9026
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 2 132 50 394 1203 12 52 12 403 133 1204 1204 12 1201 475 3 12 12 1372 15 1445 157 133 481 1447 481
split_gain=1.757e-10 3.05284e-10 2.04817e-10 1.73969e-10 5.98855e-10 1.50356e-10 4.16444e-09 2.02612e-09 8.00966e-10 1.53993e-10 2.69837e-10 4.79553e-10 2.67363e-10 3.04677e-10 2.53847e-10 1.53893e-10 9.17426e-10 5.75973e-10 1.4915e-10 5.80022e-10 7.66638e-10 4.97006e-10 4.06906e-10 2.98991e-10 2.67992e-10 2.24776e-10 2.76235e-10 1.60672e-09 1.36496e-09 7.58878e-10
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.060529999999999994 0.08734500000000002 -0.083284999999999984 0.10022000000000002 0.12358500000000001 0.089480000000000018 0.11527000000000001 0.090645000000000017 0.091545000000000015 -0.020569999999999995 -0.015164999999999998 -0.08483499999999998 -0.077669999999999989 0.087505000000000013 -0.08126499999999999 -0.086304999999999979 -0.085709999999999995 0.088725000000000012 0.08815000000000002 -0.095709999999999976 -0.0063699999999999989 0.077530000000000016 0.10977500000000003 0.086695000000000008 -0.086484999999999992 0.056670000000000005 -0.086219999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 8 15 9 10 11 12 13 14 -5 16 -7 -18 19 20 -17 23 -20 -21 25 26 28 -28 29 -24
right_child=1 2 3 5 -6 7 -8 -9 -10 -11 -12 -13 -14 -15 -16 18 17 -19 22 21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.6952182565764818e-07 3.6506369436596209e-07 -2.8568334494138983e-07 5.448864085337846e-07 -2.2111074500230642e-08 -9.2209006494512231e-08 -3.9715766165086698e-07 1.4531013761143186e-06 -1.0108148443777055e-06 -6.6158902654933639e-07 2.6046057149371681e-07 2.1144383847766021e-07 -5.0028739930022927e-07 2.5947004291180876e-07 1.6584380807671551e-07 -5.1990960369066451e-07 7.5606986510479153e-07 7.9382524802440464e-07 1.055056057544613e-07 -4.3796696331810385e-07 -5.5464577176745819e-07 -1.2431881183753528e-08 2.386728216810423e-07 3.8910478541624899e-07 -2.7121400456681364e-08 -3.3182725064762054e-07 -2.6612865124953092e-07 8.0865927808796794e-07 2.2990812721752596e-08 -8.227106996000225e-07 -2.2657019847171796e-08
leaf_weight=24 23 25 25 20 36 22 20 20 20 21 36 24 28 25 21 25 20 31 22 22 27 29 46 21 25 32 27 724 21 1659
leaf_count=24 23 25 25 20 36 22 20 20 20 21 36 24 28 25 21 25 20 31 22 22 27 29 46 21 25 32 27 724 21 1659
internal_value=0 2.09499e-09 -6.20782e-10 1.71656e-09 1.68896e-07 -1.6964e-09 7.88648e-08 -7.94258e-09 -6.20825e-08 6.43249e-09 -2.82077e-08 -1.01322e-07 5.41843e-10 -1.09306e-07 -2.77081e-07 -6.56909e-10 1.42599e-07 3.75435e-07 -4.55902e-09 1.02547e-07 3.5704e-07 -8.12534e-08 -9.7551e-09 -2.97018e-07 -6.03739e-09 -2.79118e-09 6.10839e-10 5.12372e-08 -2.14172e-08 -1.15479e-08
internal_weight=0 3097 3074 3049 61 2988 215 2773 195 175 154 118 94 66 41 2753 73 51 2680 124 52 72 2556 43 2534 2509 2477 751 1726 1705
internal_count=3121 3097 3074 3049 61 2988 215 2773 195 175 154 118 94 66 41 2753 73 51 2680 124 52 72 2556 43 2534 2509 2477 751 1726 1705
is_linear=0
shrinkage=0.1


Tree=9027
num_leaves=31
num_cat=0
split_feature=1429 156 11 52 155 471 1419 15 156 2 3 43 11 400 0 131 376 16 12 52 0 16 13 13 4 41 1 33 483 158
split_gain=1.87342e-10 4.6164e-10 1.73836e-10 5.62319e-10 5.23547e-10 3.65683e-10 2.33303e-10 6.0817e-10 2.92945e-10 2.16675e-10 2.05406e-10 5.2216e-10 3.71767e-10 5.61279e-10 3.21884e-10 2.10366e-10 2.55455e-10 2.88989e-10 9.11449e-10 9.85898e-10 9.85112e-10 4.34776e-10 7.24673e-10 5.8426e-10 4.99623e-10 3.24403e-10 8.19709e-10 7.87113e-10 2.95685e-10 3.76584e-10
threshold=-0.23752499999999996 0.32523500000000005 0.093740000000000018 -0.24456499999999998 0.14039500000000002 0.10338500000000002 0.089680000000000024 -0.065449999999999994 -0.092099999999999987 0.097070000000000004 -0.16726499999999997 -0.016814999999999997 0.081365000000000007 -0.40134499999999995 0.089620000000000019 0.13767000000000004 0.11690000000000002 0.5136400000000001 0.090695000000000012 -0.21968999999999997 -0.038659999999999993 0.38525000000000004 -0.06977499999999999 -0.06532499999999998 -0.51843499999999987 0.08690500000000001 0.085475000000000009 -0.0066799999999999993 -0.47356499999999996 0.11651000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 8 -8 -2 -5 11 -10 13 -12 -13 16 17 21 20 -20 -19 24 -23 -24 -15 27 -27 -26 -29 -30
right_child=1 -3 3 9 -6 -7 7 -9 10 -11 12 14 -14 15 -16 -17 -18 18 19 -21 -22 22 23 -25 25 26 -28 28 29 -31
leaf_value=-2.9078202330042177e-07 -3.3516626219719774e-07 4.8095022521010843e-07 -5.9085525879795791e-07 -1.7366025000834877e-07 5.1274072951912333e-07 -4.0680391596739895e-07 6.18569215963102e-07 -1.3379105325839192e-07 5.3912511589260258e-07 2.1313313719620706e-07 5.2935296206868549e-07 -2.4430601389871422e-07 -3.219214194574407e-07 -3.5952145863004076e-07 2.1918926464540194e-07 -3.2546252668907984e-07 3.5612082683655898e-07 6.1773669234422756e-07 -1.0162006623204433e-06 -8.2315770801353844e-08 -3.5197153010813057e-07 5.6698120308359043e-07 -4.4144382783883883e-07 2.3266601581658129e-07 5.6443380765358605e-07 -6.1846334305031365e-07 2.261966943706284e-07 -3.4882565813632027e-07 -1.8040944986686719e-09 2.783040156460323e-07
leaf_weight=22 26 20 21 30 20 22 21 22 25 28 20 29 36 39 31 20 20 22 20 26 20 36 20 36 25 27 20 24 2344 49
leaf_count=22 26 20 21 30 20 22 21 22 25 28 20 29 36 39 31 20 20 22 20 26 20 36 20 36 25 27 20 24 2344 49
internal_value=0 2.06573e-09 -1.04492e-09 -1.47469e-07 2.81091e-09 -6.1144e-10 2.4096e-09 2.33641e-07 -1.00136e-09 1.30676e-08 2.00601e-09 1.55154e-07 -2.6365e-09 1.51605e-09 -4.83345e-09 -2.32556e-09 4.34782e-11 -2.58634e-09 -1.80835e-07 -4.88353e-07 1.55971e-07 3.40063e-09 2.16939e-07 -8.0875e-09 -4.37056e-09 1.19428e-09 -2.59034e-07 6.20276e-09 4.28748e-10 3.93151e-09
internal_weight=0 3099 3079 79 3000 2980 2958 43 2915 58 2889 85 2804 2768 60 2748 2728 2708 88 46 42 2620 92 56 2528 2489 47 2442 2417 2393
internal_count=3121 3099 3079 79 3000 2980 2958 43 2915 58 2889 85 2804 2768 60 2748 2728 2708 88 46 42 2620 92 56 2528 2489 47 2442 2417 2393
is_linear=0
shrinkage=0.1


Tree=9028
num_leaves=31
num_cat=0
split_feature=472 1429 474 151 0 16 448 447 394 132 12 129 394 13 390 394 16 156 160 160 156 51 51 156 1429 156 1429 156 49 2
split_gain=1.97194e-10 2.88282e-10 1.81179e-10 2.04723e-10 1.17471e-09 8.53949e-10 1.81622e-10 3.82588e-10 1.65076e-10 2.87728e-09 4.53957e-09 1.8913e-10 1.8299e-10 6.18319e-10 4.32076e-10 1.85093e-10 4.88606e-10 1.97263e-10 9.81654e-10 1.33011e-09 6.10354e-10 4.15598e-10 4.09699e-10 2.53079e-10 1.23209e-09 5.05088e-10 1.66691e-09 4.26566e-10 2.86827e-10 3.4481e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.11568500000000002 0.10561000000000002 -0.08317999999999999 -0.013024999999999998 0.030280000000000001 0.094005000000000019 1.0000000180025095e-35 -0.083284999999999984 0.091840000000000019 0.11091000000000001 -0.12099999999999998 -0.0087749999999999981 0.089065000000000019 -0.087044999999999997 -0.091114999999999988 0.091155000000000014 -0.089744999999999978 -0.080719999999999986 0.089950000000000016 -0.20636999999999997 -0.093639999999999987 0.087720000000000006 0.084770000000000012 0.086340000000000014 0.083725000000000008 0.083635000000000015 -0.087004999999999985 0.094835000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 7 8 11 -10 -11 12 13 -3 15 16 -14 20 -19 -20 23 -21 -23 25 -25 27 -27 28 29 -17
right_child=1 2 -4 4 -6 -7 -8 -9 9 10 -12 -13 14 -15 -16 17 -18 18 19 21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-2.8553270586447373e-07 3.5493523643273638e-07 5.7987511933209716e-07 -2.4918969486485555e-07 -4.9089960218505157e-07 7.9740488535170102e-07 3.3629696218895336e-07 -2.6023701151542708e-07 4.1576580329660833e-07 1.087157657702451e-06 4.5745456950391378e-07 -1.3315773235040465e-06 -2.2847468960961988e-07 5.0433678732512515e-07 -1.4045053861130223e-07 -4.0531590951997247e-07 -3.2769720377245908e-07 -1.649081954724352e-07 -5.5468240594520817e-07 9.3619011124701498e-07 -2.3363722334579506e-07 -5.5102207820060105e-07 3.6834269244296207e-07 -8.2458283346708268e-09 5.3471463708750601e-07 -4.197172101850724e-07 2.4824393017297553e-07 -9.0653946304541942e-07 3.3854253124283268e-07 -4.9939852513921096e-09 1.151445230044405e-08
leaf_weight=24 23 22 29 26 21 24 27 22 23 37 23 38 24 26 27 62 20 21 20 35 21 52 65 38 21 25 25 35 2207 58
leaf_count=24 23 22 29 26 21 24 27 22 23 37 23 38 24 26 27 62 20 21 20 35 21 52 65 38 21 25 25 35 2207 58
internal_value=0 2.21856e-09 -4.20504e-10 1.94873e-09 1.69764e-07 -9.38453e-08 -2.05762e-09 3.07781e-10 -2.81703e-09 1.36195e-07 -2.28341e-07 -6.87684e-09 -3.87373e-09 1.89699e-07 -7.2451e-09 -3.30669e-09 2.00135e-07 -6.64055e-09 9.07565e-08 1.6956e-07 -1.41837e-08 6.86878e-08 1.59127e-07 -9.62138e-09 1.95002e-07 -1.46267e-08 -3.29148e-07 -7.96872e-09 -1.31805e-08 -1.63745e-07
internal_weight=0 3097 3074 3045 71 50 2974 2947 2925 83 60 2842 2804 48 2756 2729 44 2685 193 172 2492 152 117 2471 59 2412 50 2362 2327 120
internal_count=3121 3097 3074 3045 71 50 2974 2947 2925 83 60 2842 2804 48 2756 2729 44 2685 193 172 2492 152 117 2471 59 2412 50 2362 2327 120
is_linear=0
shrinkage=0.1


Tree=9029
num_leaves=31
num_cat=0
split_feature=1429 156 1429 157 1429 132 1185 1203 1186 391 43 43 0 2 13 13 4 1 120 52 130 12 4 12 48 12 403 12 43 1212
split_gain=1.91881e-10 4.18789e-10 1.86888e-10 6.99112e-10 3.81949e-10 1.7166e-10 1.27963e-09 4.67298e-10 1.90467e-10 4.42518e-10 3.05008e-10 3.3043e-10 8.84143e-10 3.58661e-10 2.9128e-10 3.94353e-10 2.46209e-10 2.35834e-10 5.58497e-10 7.16824e-10 3.58607e-10 2.25947e-10 7.56073e-10 5.32237e-10 6.28644e-10 7.26792e-10 6.34051e-10 1.00045e-09 4.33213e-10 1.20229e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.081904999999999992 -0.049319999999999996 -0.060529999999999994 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.090275000000000008 -0.086319999999999994 0.16180500000000003 0.084740000000000024 -0.097274999999999986 0.11585500000000001 -0.033284999999999988 -0.10664 0.0061450000000000003 0.16540500000000002 1.0000000180025095e-35 -0.049749999999999996 -0.22229499999999999 0.096210000000000004 -0.46376499999999993 0.096525000000000014 0.10327000000000001 0.096990000000000007 -0.44023999999999991 0.097825000000000009 -0.0047449999999999992 -0.089544999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -7 -6 9 -8 11 17 -13 16 15 -12 -14 18 20 -20 -11 28 -23 -24 25 -25 -27 -28 -22 -30
right_child=1 -3 4 -5 5 6 8 -9 -10 10 14 12 13 -15 -16 -17 -18 -19 19 -21 21 22 23 24 -26 26 27 -29 29 -31
leaf_value=-2.9428611893226021e-07 1.3426639020597264e-07 4.5820613877367581e-07 3.408852368272964e-07 -5.6384655246360506e-07 -3.0431828281657065e-08 7.8316863458721418e-07 -4.7213252514666241e-07 -4.6802383073847006e-07 2.2494097245763023e-07 4.2573792143230097e-07 8.6690440481460329e-08 -6.2909057938272343e-07 3.3371591615971945e-07 -2.9461079828218283e-07 -7.8940436932337924e-08 5.5475577691292221e-07 -1.0975299703984223e-07 3.4262122539985284e-07 3.9908725636364364e-08 -7.9660607866571818e-07 -1.6956610130501872e-08 -6.6640036692433565e-07 -4.0274448278094296e-07 5.8131963385221754e-07 -4.5439954935285899e-07 -4.3819302258422492e-07 6.6285060743946178e-07 -1.2607088762266128e-08 5.5413736649256865e-07 4.2643845361317211e-08
leaf_weight=22 32 20 33 26 190 21 20 28 37 20 45 31 31 27 34 30 21 20 21 20 1359 20 36 23 28 30 24 254 50 568
leaf_count=22 32 20 33 26 190 21 20 28 37 20 45 31 31 27 34 30 21 20 21 20 1359 20 36 23 28 30 24 254 50 568
internal_value=0 2.08847e-09 -8.743e-10 -1.78681e-07 2.5394e-09 -1.19735e-09 5.52672e-09 -8.66363e-08 -4.13795e-10 -3.48833e-09 -6.57059e-12 -6.9212e-09 -1.76508e-07 1.0872e-09 1.63851e-07 2.73917e-07 1.54623e-07 6.22104e-10 -2.16631e-09 -3.68147e-07 4.05476e-09 5.28979e-10 -6.65523e-08 -3.61803e-08 5.78238e-10 3.90658e-08 -1.4272e-09 4.57058e-08 1.46103e-08 8.40268e-08
internal_weight=0 3099 3079 58 3021 2988 2770 218 2749 2712 2692 2583 110 79 109 75 52 2473 2453 41 2412 2392 415 395 359 331 308 278 1977 618
internal_count=3121 3099 3079 58 3021 2988 2770 218 2749 2712 2692 2583 110 79 109 75 52 2473 2453 41 2412 2392 415 395 359 331 308 278 1977 618
is_linear=0
shrinkage=0.1


Tree=9030
num_leaves=31
num_cat=0
split_feature=472 1429 1429 132 1185 393 50 50 3 484 3 49 475 157 12 15 49 3 13 49 49 49 49 13 3 2 3 50 0 50
split_gain=1.97195e-10 2.70274e-10 1.8335e-10 1.4967e-10 1.03334e-09 4.19131e-10 3.44329e-10 1.78665e-10 4.55991e-10 9.8154e-10 2.35751e-10 1.83741e-10 8.41174e-10 1.72462e-09 7.97819e-10 1.13279e-09 1.10715e-09 5.48725e-10 1.11873e-09 4.05096e-10 3.72887e-10 1.04541e-09 1.47091e-09 1.01393e-09 9.39709e-10 3.65246e-10 3.56195e-10 3.28889e-10 6.55013e-10 1.07223e-09
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.083174999999999985 -0.014244999999999999 0.10483000000000002 0.09227500000000001 0.13005000000000003 0.10299500000000002 -0.063689999999999983 -0.073884999999999992 0.097360000000000016 -0.085774999999999976 -0.06482499999999998 0.090455000000000021 -0.069954999999999989 0.11136000000000001 0.11296500000000002 -0.0034749999999999994 0.092975000000000016 0.088930000000000009 0.08610000000000001 0.084945000000000007 -0.085669999999999982 -0.081054999999999974 0.113445 -0.07793499999999999 0.11028 -0.086074999999999985 0.11657000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 11 9 -9 -11 19 -13 -14 15 17 -16 18 -15 20 21 22 27 -23 -22 -18 -21 -6 29 -29
right_child=1 2 3 4 7 -7 -8 8 -10 10 -12 12 13 14 16 -17 25 -19 -20 26 24 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.8553925991066843e-07 3.4373535666902725e-07 -2.7005241531696813e-07 3.0249099768158546e-08 6.7557179353689607e-07 1.3139294924594711e-08 -4.3195259657860052e-07 -3.6161642749623128e-07 -4.8508752799902008e-07 5.4718061457086676e-07 8.098516609740781e-08 4.855082145240886e-07 -7.0348207529491443e-07 6.7030399339185559e-07 8.5648572678564967e-10 -7.94487400124875e-07 6.2243959472720311e-07 -3.516188488816852e-07 2.3552291823492057e-07 -8.7424226344572676e-07 5.4475674503989394e-07 -6.3026853491502758e-07 9.2767931979172633e-07 -8.5709411877132881e-07 2.6324015869669472e-08 2.1932285602341164e-07 8.9276484566929482e-08 4.5112570838366244e-09 -1.005003454679354e-06 1.9747467345294154e-08 1.8079944517185575e-08
leaf_weight=24 23 25 163 23 2128 29 26 26 21 34 25 20 31 48 34 27 34 32 21 26 30 24 20 26 23 42 23 20 72 21
leaf_count=24 23 25 163 23 2128 29 26 26 21 34 25 20 31 48 34 27 34 32 21 26 30 24 20 26 23 42 23 20 72 21
internal_value=0 2.21289e-09 -3.42415e-10 1.86905e-09 8.01723e-09 -7.79727e-08 -2.36583e-08 2.54937e-09 1.29903e-07 2.68109e-08 2.52393e-07 -2.44674e-09 -7.77979e-08 -3.12786e-08 -1.22661e-07 4.70674e-08 -3.20164e-07 -1.06745e-07 -2.65478e-07 6.57791e-09 6.7896e-10 6.69351e-09 -3.30829e-09 4.58975e-07 -2.61578e-07 -1.07966e-07 2.91172e-07 4.3114e-09 -1.61934e-07 -4.80985e-07
internal_weight=0 3097 3074 3049 2831 218 189 2808 106 85 59 2702 289 269 238 128 110 101 69 2413 2364 2311 2261 50 53 76 49 2241 113 41
internal_count=3121 3097 3074 3049 2831 218 189 2808 106 85 59 2702 289 269 238 128 110 101 69 2413 2364 2311 2261 50 53 76 49 2241 113 41
is_linear=0
shrinkage=0.1


Tree=9031
num_leaves=31
num_cat=0
split_feature=1429 156 13 3 484 0 2 52 12 130 51 11 3 49 1212 3 1213 1213 2 1213 1210 2 12 4 15 1213 402 0 1185 132
split_gain=1.94602e-10 3.82127e-10 1.59373e-10 8.09973e-10 7.74325e-10 6.74877e-10 8.06828e-10 5.33081e-10 7.52766e-10 3.44875e-10 4.55198e-10 4.92199e-10 8.16848e-10 5.46229e-10 2.35037e-10 2.17926e-10 2.04408e-10 1.22789e-09 4.51408e-09 1.85703e-09 7.85459e-10 8.42746e-10 1.68585e-09 1.1225e-09 4.02411e-10 2.75505e-10 1.14002e-09 1.65937e-09 5.42047e-10 3.08301e-10
threshold=-0.23752499999999996 0.32523500000000005 0.095710000000000017 -0.24124499999999996 0.090535000000000018 0.12411500000000002 0.14838000000000004 0.092965000000000006 0.10408500000000002 0.10519000000000002 -0.16666999999999996 0.086080000000000018 -0.13309499999999996 -0.0087049999999999992 -0.52517999999999987 -0.16726499999999997 -0.088064999999999991 -0.085284999999999986 0.083995000000000014 -0.083614999999999981 -0.091799999999999979 0.084715000000000013 0.086505000000000012 -0.081224999999999978 0.088850000000000012 -0.077179999999999985 -0.092414999999999983 -0.082284999999999983 0.092945000000000014 -0.083449999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 9 -9 10 -4 12 -12 -14 -5 -16 20 18 -18 -19 -17 23 -23 -22 -24 26 -21 -28 29 -27
right_child=1 -3 4 14 -6 -7 -8 8 -10 -11 11 -13 13 -15 15 16 17 19 -20 25 21 22 24 -25 -26 28 27 -29 -30 -31
leaf_value=-2.9637069758337021e-07 -5.1639019125838289e-07 4.3779307702607183e-07 5.7044099678803057e-07 3.3919662314474411e-07 -4.3024701387648994e-07 5.7794711400721759e-07 6.4294056482016124e-07 1.0102085615433983e-07 -7.5620879471216538e-07 -2.8523542109258996e-07 6.9482664939542982e-07 -3.0246062710911507e-07 -4.3395600243911761e-07 1.7345180449829539e-07 2.7268776859403134e-07 -6.4279747249429428e-07 -5.3268103329173765e-07 -9.2390997756617497e-07 1.5665096048862672e-06 -4.04120629853077e-07 -6.7965288934601637e-07 9.8389373192731011e-07 1.3862324824539689e-07 1.1003597114959501e-07 -3.5079528117876183e-07 -1.3537213277810046e-07 -1.2270755689123483e-07 1.1055099238629654e-06 -5.2499440670317201e-07 7.5405524102241417e-09
leaf_weight=22 31 20 21 20 28 29 22 21 20 22 23 28 20 57 28 24 20 22 21 21 36 20 42 36 28 162 22 22 20 2213
leaf_count=22 31 20 21 20 28 29 22 21 20 22 23 28 20 57 28 24 20 22 21 21 36 20 42 36 28 162 22 22 20 2213
internal_value=0 2.09744e-09 -7.32669e-10 -8.08293e-09 6.96884e-08 1.22914e-07 6.65204e-08 6.70326e-09 -3.1714e-07 8.43499e-08 1.3892e-07 6.8123e-08 1.71886e-07 1.56835e-08 -2.36747e-09 -4.86338e-09 -7.73212e-09 -2.73782e-10 5.42514e-07 -9.24006e-09 -1.08901e-07 -2.98051e-08 1.74198e-07 -2.84808e-07 -5.71442e-08 -1.06009e-09 2.02079e-07 4.91401e-07 -6.57325e-09 -2.2076e-09
internal_weight=0 3099 3079 2788 291 263 234 212 41 171 149 128 100 77 2757 2737 2709 2523 41 2482 186 162 90 72 70 2460 65 44 2395 2375
internal_count=3121 3099 3079 2788 291 263 234 212 41 171 149 128 100 77 2757 2737 2709 2523 41 2482 186 162 90 72 70 2460 65 44 2395 2375
is_linear=0
shrinkage=0.1


Tree=9032
num_leaves=31
num_cat=0
split_feature=156 475 132 1203 1185 50 132 50 3 157 43 49 49 1 16 157 4 4 2 1374 1371 151 151 457 482 482 12 150 2 2
split_gain=2.12242e-10 2.96527e-10 1.82382e-10 4.15175e-09 2.2199e-09 8.48947e-10 2.49022e-10 1.68453e-10 4.60847e-10 8.46453e-10 3.92535e-10 2.02702e-10 4.56631e-10 3.58518e-10 4.57172e-10 2.60362e-10 2.36135e-10 7.94554e-10 1.43888e-09 7.73033e-10 1.17628e-09 5.96402e-10 7.32394e-10 1.05723e-09 5.53363e-10 6.09589e-10 1.32792e-09 9.23582e-10 6.6701e-10 1.95381e-09
threshold=0.3248100000000001 0.13528000000000004 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.037359999999999997 0.13005000000000003 0.10299500000000002 -0.073574999999999988 -0.050459999999999998 0.12073000000000002 0.13014500000000004 0.11507500000000002 -0.012324999999999997 0.41580000000000006 -0.012164999999999999 -0.010384999999999998 0.087015000000000023 -0.096434999999999979 0.083235000000000017 -0.15130499999999997 -0.10737499999999998 0.098180000000000003 0.098465000000000011 0.090355000000000005 0.12757000000000002 0.12068000000000002 0.10613000000000002 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -6 11 9 -9 -11 15 -13 14 -14 16 -8 18 -18 -19 21 -21 -23 24 25 26 27 28 -24 -30
right_child=-2 -3 4 -5 6 -7 7 8 -10 10 -12 12 13 -15 -16 -17 17 19 -20 20 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=1.5156465794409169e-08 -3.0265212583048119e-07 3.7674267224203853e-07 -1.0076706385833943e-06 1.4244874032258503e-06 2.658162282338188e-07 -6.7218379363964685e-07 -3.1606040529121535e-08 -3.6025007562199918e-07 5.5318131785497827e-07 5.0269285554254715e-07 -4.9619383834066291e-08 -4.8620710792083149e-07 3.8745851584060864e-07 -2.813668162086234e-07 -1.2417409806175786e-07 3.2667745643403614e-07 -1.1207522826831944e-07 -4.3197270576462489e-07 9.2031722302905377e-07 -5.1685330423164741e-07 7.0486955303294969e-07 5.6736633915477339e-07 8.1493057568807951e-08 -6.6173764262993757e-07 -4.397274269649643e-07 4.6589362652227355e-07 -6.9683471997450399e-07 6.8207975180650298e-07 -9.0103126656312535e-07 -1.1243396531750268e-08
leaf_weight=177 23 21 22 21 35 20 1405 35 20 31 22 28 31 38 40 24 27 38 27 21 25 24 603 23 25 32 25 22 28 208
leaf_count=177 23 21 22 21 35 20 1405 35 20 31 22 28 31 38 40 24 27 38 27 21 25 24 603 23 25 32 25 22 28 208
internal_value=0 2.2479e-09 -3.07961e-10 8.7859e-08 -7.03073e-09 -5.46243e-08 7.28905e-10 -2.58232e-09 1.19877e-07 2.13989e-08 2.73431e-07 -7.49161e-09 -1.25996e-07 -3.3465e-08 9.92148e-08 -1.14232e-09 -4.24839e-09 2.98274e-08 4.04121e-07 1.10082e-08 2.72565e-08 1.05005e-08 2.16868e-08 8.12955e-09 2.44678e-08 3.71093e-08 2.16227e-08 4.24838e-08 2.57125e-08 -1.16811e-07
internal_weight=0 3098 3077 218 2859 197 2837 2802 108 88 53 2694 137 109 71 2557 2533 1128 54 1074 1036 1011 990 966 943 918 886 861 839 236
internal_count=3121 3098 3077 218 2859 197 2837 2802 108 88 53 2694 137 109 71 2557 2533 1128 54 1074 1036 1011 990 966 943 918 886 861 839 236
is_linear=0
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Tree=9033
num_leaves=31
num_cat=0
split_feature=156 475 40 4 131 131 480 481 160 480 480 1 1456 15 131 129 42 1201 1 15 52 1428 51 132 43 52 4 132 1446 158
split_gain=1.71906e-10 2.40198e-10 1.49495e-10 3.88791e-10 1.48351e-10 9.51554e-10 7.32308e-10 2.9109e-09 5.22956e-10 4.14324e-10 4.22292e-10 4.63897e-10 3.39281e-10 6.20188e-10 3.52117e-10 6.49626e-10 7.25685e-10 5.60601e-10 4.01931e-10 6.97921e-10 3.30578e-10 2.69289e-10 3.853e-10 2.81793e-10 8.79071e-10 6.69946e-10 6.16334e-10 4.03628e-10 3.86072e-10 3.41428e-10
threshold=0.3248100000000001 0.13528000000000004 -0.24620999999999996 0.63556000000000001 0.090690000000000007 0.090150000000000022 0.11191000000000002 -0.0066299999999999996 -0.4136149999999999 0.10344000000000002 0.08976000000000002 0.086720000000000005 -0.052299999999999992 0.093575000000000019 0.13695500000000002 0.080675000000000011 -0.092459999999999987 -0.079909999999999995 0.13820500000000002 -0.12563999999999997 -0.026204999999999996 -0.071779999999999997 -0.43587999999999999 0.087955000000000019 -0.077824999999999991 -0.0027449999999999996 -0.011884999999999998 0.084605000000000014 0.111445 0.12794000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 9 -8 -6 10 21 -12 -10 14 15 16 -14 -18 19 -19 -21 -4 -23 27 25 26 -25 28 29 -24
right_child=-2 -3 3 -5 8 -7 7 -9 12 -11 11 -13 13 -15 -16 -17 17 18 -20 20 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=2.7222501444157391e-07 -2.7238691512573733e-07 3.3906840225686862e-07 -3.3100661023756684e-07 -4.3086474383256608e-07 5.1223426495994322e-07 -6.2124295320131754e-07 1.2941680580524917e-06 -3.3933175724124947e-07 3.7585124204042589e-07 -4.1336436459005204e-07 4.4987939079852545e-08 5.9611572377586234e-07 5.8828156901970781e-07 -4.7775444832609544e-07 3.784719059548739e-07 -5.0203386917780297e-07 -5.069921381206655e-07 6.4170791090202247e-07 -3.5203299882430825e-07 -1.6840508103334949e-07 1.4213060848890434e-07 3.3192295855962695e-07 -9.0280614760526345e-09 1.1670621483972355e-07 -6.2967933989928799e-07 4.0873438104393215e-07 -6.1815845797463278e-07 4.1188375676696247e-07 -3.7818300257746228e-07 3.3054513437491551e-07
leaf_weight=20 23 21 26 21 24 25 20 24 26 25 42 24 23 25 28 23 20 21 22 55 91 33 2275 25 30 27 21 23 28 30
leaf_count=20 23 21 26 21 24 25 20 24 26 25 42 24 23 25 28 23 20 21 22 55 91 33 2275 25 30 27 21 23 28 30
internal_value=0 2.01541e-09 -2.84916e-10 -2.06777e-09 8.98212e-10 -7.18399e-09 -1.39754e-09 4.03168e-07 6.13567e-08 -8.22041e-09 -4.30068e-09 2.45398e-07 2.89583e-08 -3.24829e-10 4.18509e-08 4.88863e-09 5.51439e-08 -3.52678e-09 4.975e-08 1.02679e-07 2.5148e-08 -1.08456e-08 -7.50524e-09 -1.20604e-08 -1.73963e-07 1.33172e-08 -2.18775e-07 -4.98229e-09 -9.09199e-09 -4.60845e-09
internal_weight=0 3098 3077 3057 3036 2678 2653 44 358 2609 2584 66 334 308 283 255 232 209 189 167 146 2518 2492 2459 103 73 46 2356 2333 2305
internal_count=3121 3098 3077 3057 3036 2678 2653 44 358 2609 2584 66 334 308 283 255 232 209 189 167 146 2518 2492 2459 103 73 46 2356 2333 2305
is_linear=0
shrinkage=0.1


Tree=9034
num_leaves=31
num_cat=0
split_feature=1429 156 13 16 52 484 16 3 42 471 130 160 12 4 131 401 1212 402 401 401 1204 1203 129 1185 129 0 12 12 12 1428
split_gain=1.57837e-10 4.06958e-10 1.50699e-10 7.48355e-10 6.27475e-10 4.97348e-10 6.52289e-10 9.64268e-10 3.90549e-10 3.00877e-10 2.87904e-10 3.14948e-10 4.16961e-10 6.18231e-10 2.15656e-10 2.17267e-10 3.79786e-10 2.85193e-10 6.44277e-10 3.12557e-10 2.80581e-10 3.37538e-10 2.57512e-10 4.14816e-10 3.22385e-10 7.54671e-10 4.15437e-10 1.62973e-09 5.94332e-10 5.07626e-10
threshold=-0.23752499999999996 0.32523500000000005 0.095710000000000017 0.6352000000000001 -0.54906499999999991 0.090535000000000018 -0.11118499999999999 -0.10831999999999999 0.15665000000000004 0.10277000000000001 0.10519000000000002 -1.0000000180025095e-35 0.051320000000000005 -0.082349999999999993 0.13695500000000002 0.13729500000000003 0.13631000000000001 0.13628000000000004 0.11655000000000001 0.11061500000000002 0.057120000000000011 -1.0000000180025095e-35 0.11234000000000001 0.092945000000000014 0.093420000000000017 -0.075359999999999996 0.098330000000000015 0.10061500000000002 0.097575000000000009 -0.020064999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -4 6 7 -6 10 14 11 -8 -13 -14 15 16 17 18 19 20 21 -2 23 24 26 -26 28 -28 29 -23
right_child=1 -3 4 -5 5 -7 8 -9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-2.6691074543288614e-07 3.5992935409012717e-07 4.5151766130402394e-07 5.3624666755616515e-07 -4.889874436919684e-07 4.9843963435090277e-08 -3.7711710600011172e-07 -1.7969464108448719e-07 9.2491090853741308e-07 -4.3863318964554316e-07 3.5757626817386433e-07 -3.1600045111818398e-07 -1.5786903618234271e-07 6.3673104492660101e-08 6.4235693107169343e-07 2.4846169036539903e-07 3.1166629458398564e-07 -3.3849467237294968e-07 2.8981006572337265e-07 -5.0585774499832216e-07 3.8822143935135503e-07 -3.8172853322748779e-07 -4.5437046719598586e-07 3.1001609613667823e-07 -4.5510248034880922e-07 5.6779061579399176e-09 7.212880495899299e-07 -7.9237241317803808e-07 -3.6663329577147013e-08 5.2819675737564034e-07 -1.0962215536136285e-09
leaf_weight=22 25 20 26 32 34 28 35 20 20 23 21 29 48 30 33 21 35 32 26 20 20 25 25 21 56 20 33 211 21 2109
leaf_count=22 25 20 26 32 34 28 35 20 20 23 21 29 48 30 33 21 35 32 26 20 20 25 25 21 56 20 33 211 21 2109
internal_value=0 1.88905e-09 -1.03156e-09 -8.179e-09 6.74463e-08 2.14508e-08 6.8539e-08 3.73943e-07 -2.15802e-08 -2.59632e-09 2.9592e-08 8.07007e-08 1.65877e-07 2.86244e-07 -5.62741e-09 -8.73294e-09 -1.12445e-08 -6.91249e-09 -1.05477e-08 -5.56777e-09 -8.63705e-09 -5.70625e-09 -9.33215e-09 -1.25307e-08 -8.77559e-09 1.93996e-07 -1.51994e-08 -1.3887e-07 -1.19678e-09 -6.40637e-09
internal_weight=0 3099 3079 2788 291 265 237 54 183 2756 163 142 107 78 2733 2700 2679 2644 2612 2586 2566 2546 2521 2496 2475 76 2399 244 2155 2134
internal_count=3121 3099 3079 2788 291 265 237 54 183 2756 163 142 107 78 2733 2700 2679 2644 2612 2586 2566 2546 2521 2496 2475 76 2399 244 2155 2134
is_linear=0
shrinkage=0.1


Tree=9035
num_leaves=31
num_cat=0
split_feature=472 1429 1425 52 3 52 43 16 155 1371 484 12 1455 1455 482 0 1 121 457 457 12 155 13 456 160 3 457 156 1 484
split_gain=1.97061e-10 2.91535e-10 1.63374e-10 1.76817e-10 6.15864e-10 1.60469e-10 3.38857e-10 3.62101e-10 1.99019e-10 2.68168e-10 1.9092e-10 1.04242e-09 3.77067e-10 3.42301e-10 4.86145e-10 8.23267e-10 8.09202e-10 5.26874e-10 2.42603e-10 2.62828e-10 1.16047e-09 4.61785e-10 9.4616e-10 2.3433e-10 8.23869e-10 7.99267e-10 4.94137e-10 3.58196e-10 1.04851e-09 6.93273e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.10034500000000002 -0.55692499999999978 -0.086274999999999977 -0.52606999999999993 -0.083134999999999987 0.41088500000000006 0.10022500000000002 0.08976000000000002 0.12955000000000003 0.089735000000000023 -0.097209999999999977 -0.089344999999999994 0.098465000000000011 -0.077809999999999976 0.16540500000000002 -0.094339999999999993 -0.14786499999999997 -0.087124999999999994 0.085055000000000006 0.083440000000000014 -0.029529999999999997 0.088285000000000016 -0.086154999999999995 -0.083654999999999993 -0.081909999999999997 0.092385000000000009 0.08776500000000001 0.086135000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 -8 9 10 12 -12 -7 -14 16 -16 17 -15 -19 20 -20 23 -23 26 -25 -26 -21 29 -29 -28
right_child=1 2 -4 5 -6 8 7 -9 -10 -11 11 -13 13 14 15 -17 -18 18 19 21 -22 22 -24 24 25 -27 27 28 -30 -31
leaf_value=-2.8545139893291584e-07 3.5690452539651945e-07 -1.2261153873933179e-07 -2.5005994873394089e-07 2.1542064597600654e-07 4.803234373795817e-07 -3.6616039348505833e-07 -4.5279571905494609e-07 -1.0381450164385496e-08 2.6758140873844083e-07 -3.2001838373109705e-07 5.4256736365404685e-07 -3.4609048033086186e-07 3.7867948374052203e-07 -4.6585444136345207e-07 4.2601528207342199e-08 -6.9233561835294164e-07 5.8384720299879218e-07 2.5907719610721553e-07 -6.1339703367388391e-07 -4.0261774498712697e-07 3.3624955600492453e-07 8.2923489642894309e-07 -1.4347281545923352e-07 -3.4996915724150314e-07 8.2015902039116055e-07 1.0697996059279419e-07 -6.9269337307132063e-09 -7.9564577659270578e-07 3.2783887469634014e-08 2.3810612301214534e-07
leaf_weight=24 23 36 26 22 32 28 37 37 28 26 33 22 24 24 35 27 24 37 31 31 22 20 20 25 22 55 2156 22 50 122
leaf_count=24 23 36 26 22 32 28 37 37 28 26 33 22 24 24 35 27 24 37 31 31 22 20 20 25 22 55 2156 22 50 122
internal_value=0 2.20317e-09 -4.50746e-10 1.67847e-09 1.61123e-07 -1.95986e-09 -1.29149e-07 -2.31589e-07 2.2739e-09 -3.27153e-10 2.60994e-09 1.87104e-07 -1.0467e-09 2.67488e-09 -6.39155e-10 -2.77452e-07 5.81044e-09 5.49585e-10 4.83343e-09 1.18164e-09 -2.19204e-07 5.81123e-09 3.42881e-07 3.81185e-10 1.48806e-07 3.10745e-07 -5.97719e-09 -7.44908e-10 -2.20347e-07 6.196e-09
internal_weight=0 3097 3074 3048 68 2980 96 74 2884 2856 2830 55 2775 2747 2723 62 2661 2637 2613 2576 53 2523 40 2483 102 77 2381 2350 72 2278
internal_count=3121 3097 3074 3048 68 2980 96 74 2884 2856 2830 55 2775 2747 2723 62 2661 2637 2613 2576 53 2523 40 2483 102 77 2381 2350 72 2278
is_linear=0
shrinkage=0.1


Tree=9036
num_leaves=31
num_cat=0
split_feature=1429 156 130 1 15 1429 1132 16 51 15 50 1419 483 158 13 1453 49 49 43 160 1 481 2 403 2 403 1210 3 403 403
split_gain=1.65116e-10 3.7179e-10 1.49184e-10 2.43118e-10 1.88062e-10 2.00436e-10 1.86341e-10 2.36597e-10 2.18694e-10 4.67667e-10 2.25125e-10 2.31294e-10 2.43356e-10 4.5871e-10 4.04956e-10 4.00302e-10 2.55468e-10 5.42663e-10 4.8258e-10 2.81879e-10 6.35225e-10 2.94632e-10 6.9179e-09 7.38421e-10 2.68725e-10 2.6471e-10 4.42373e-10 2.75634e-09 3.31939e-10 2.82744e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.23123999999999997 0.16540500000000002 0.17980000000000004 -0.13895999999999997 -1.0000000180025095e-35 0.63636000000000015 -0.44986999999999994 -0.068899999999999975 -0.099524999999999988 0.098075000000000009 -0.47356499999999996 0.11651000000000002 -0.082574999999999982 -0.087504999999999986 -0.14715999999999999 -0.10774499999999999 -0.088704999999999992 -0.54913999999999985 0.076935000000000017 -0.087424999999999989 0.086330000000000004 -0.55327499999999985 0.090310000000000015 -0.54856499999999986 -0.13847499999999999 -0.082284999999999983 -0.53255499999999989 0.62200000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 9 -8 -10 12 -12 15 -15 -14 18 -18 -17 20 -19 22 -21 -23 -20 -25 27 -27 -28 -30
right_child=1 -3 3 -5 -6 6 7 -9 10 -11 11 -13 13 14 -16 16 17 19 24 21 -22 23 -24 25 -26 26 28 -29 29 -31
leaf_value=-2.7299034883945052e-07 2.5287410642743885e-07 4.3169924765606995e-07 -3.1101454066542615e-07 -3.0150767355718461e-07 2.0280514399296914e-07 -3.0518540285129351e-07 1.171077779753946e-07 2.7151912433964754e-07 2.467695659249416e-07 -5.0192777313585473e-07 -3.1555374278013917e-07 -2.7315441075775349e-07 -3.5275192968864392e-07 6.5437310510674255e-07 6.5217051720927497e-08 1.4411391831004041e-07 4.812499627841287e-07 -1.4736931092329544e-07 -1.5009375715635544e-07 -1.2315916208649469e-06 6.3131643266636028e-07 4.8965479933368417e-07 9.0085503898237598e-07 -3.3194900757038685e-07 -6.6848034528277369e-07 1.1953967378985909e-06 -3.4044267133810601e-07 -3.5348575693205931e-07 3.5185944103571596e-09 -3.3457198890118892e-07
leaf_weight=22 23 20 21 27 45 20 23 32 37 26 24 31 32 20 28 26 24 20 20 32 22 31 29 24 20 20 29 27 2341 25
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internal_value=0 1.93759e-09 -8.53975e-10 -2.76358e-09 -1.00622e-10 -3.16053e-09 -9.7864e-10 1.08868e-09 -1.8841e-09 -2.1136e-07 1.70232e-09 -1.50741e-09 1.50656e-09 4.25366e-09 3.10699e-07 -1.15022e-09 3.0324e-09 7.91984e-09 -1.91281e-07 3.55064e-09 2.60514e-07 -6.68453e-10 -2.17806e-07 4.63606e-09 -4.09287e-07 -1.4611e-09 1.78694e-09 3.05613e-07 -4.17541e-09 -5.37913e-11
internal_weight=0 3099 3079 3056 3029 2984 2963 2943 2911 49 2862 2825 2794 2770 48 2722 2690 2624 66 2600 42 2558 61 2497 40 2466 2442 47 2395 2366
internal_count=3121 3099 3079 3056 3029 2984 2963 2943 2911 49 2862 2825 2794 2770 48 2722 2690 2624 66 2600 42 2558 61 2497 40 2466 2442 47 2395 2366
is_linear=0
shrinkage=0.1


Tree=9037
num_leaves=31
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split_feature=472 1429 1445 1447 1455 43 42 1455 4 3 1447 13 1456 1447 1456 1447 16 1428 475 484 1375 3 4 475 15 475 1456 3 480 1455
split_gain=2.01564e-10 2.7323e-10 1.67146e-10 1.41969e-10 1.42036e-10 7.25707e-10 6.86385e-10 3.2662e-10 1.03934e-09 3.69908e-10 2.73928e-10 1.85247e-09 8.3522e-10 2.62218e-09 7.14553e-10 6.02197e-10 2.85895e-10 3.45553e-10 2.55536e-10 1.40202e-09 7.59042e-10 2.49522e-09 6.61739e-10 5.95685e-10 4.77012e-10 4.20003e-10 2.85705e-10 4.40464e-10 3.46463e-10 2.69723e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.077020000000000019 -0.10333499999999998 -0.09534999999999999 -0.013024999999999998 0.086835000000000009 -1.0000000180025095e-35 -0.067104999999999984 -0.081054999999999974 -0.086279999999999982 -0.085584999999999981 -0.15308499999999997 -0.085684999999999997 -0.085664999999999991 -0.084724999999999981 0.63636000000000015 0.10024500000000001 -0.086279999999999982 0.085790000000000019 -0.15308499999999997 -0.082594999999999988 -0.012889999999999999 -0.08466499999999999 -0.0092699999999999987 -0.083794999999999994 -0.077604999999999993 -0.082039999999999988 -0.080264999999999989 0.018650000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 -6 -10 11 -9 -12 -14 -15 -16 17 18 19 22 21 -20 24 -22 -17 -25 27 -27 -28 -30
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leaf_value=-2.8869307489761321e-07 3.4561454714568518e-07 2.3940910114106372e-07 -2.2418471193111947e-07 -4.578663655203335e-08 -7.8572137066533863e-07 -3.4019901812869308e-07 7.3705673481564802e-07 2.2856561544009377e-07 -1.9030569374324712e-07 3.7277896410614634e-07 -5.0157806210648912e-07 -9.5946115563839126e-07 1.1531491401228778e-06 5.7164041296883545e-07 -5.3399563252501794e-07 -4.6579841545784415e-07 -2.8899218798208249e-07 4.2126139248921396e-07 1.1724756044041779e-06 -9.0264194490430323e-07 -4.0721072285318122e-07 -1.9304102569783767e-07 4.2662866478946989e-07 4.5355833723279144e-07 8.4533362117629937e-08 5.4628966950076578e-08 4.1334491608527717e-07 -5.9378703355150729e-07 -1.106476907628304e-09 1.7926475924981745e-07
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internal_value=0 2.22948e-09 -3.39759e-10 2.08934e-09 1.22164e-10 1.45207e-07 3.7173e-07 -3.1238e-09 -2.16555e-07 4.43129e-08 2.06376e-09 -2.16944e-07 6.4067e-09 1.22289e-08 3.99713e-09 -5.44019e-10 3.56096e-09 7.14191e-09 4.04685e-09 -1.43807e-07 1.05054e-08 3.77993e-07 2.1157e-08 2.44964e-09 -1.56237e-07 8.24515e-09 4.43285e-09 -2.54141e-07 8.93724e-09 5.38387e-09
internal_weight=0 3097 3074 3041 3016 66 45 2950 70 48 2880 56 2824 2792 2772 2750 2729 2696 2676 112 2564 55 92 2509 64 2474 2453 42 2411 2390
internal_count=3121 3097 3074 3041 3016 66 45 2950 70 48 2880 56 2824 2792 2772 2750 2729 2696 2676 112 2564 55 92 2509 64 2474 2453 42 2411 2390
is_linear=0
shrinkage=0.1


Tree=9038
num_leaves=31
num_cat=0
split_feature=1429 156 132 50 1185 1203 1204 12 12 1186 129 1184 394 3 2 394 16 15 2 130 11 16 11 16 16 50 475 1213 1213 1213
split_gain=1.70452e-10 3.42127e-10 1.53724e-10 4.02104e-09 1.88044e-09 8.64226e-10 2.19767e-10 8.04722e-10 5.39847e-10 1.68296e-10 3.75972e-10 4.34368e-10 2.48308e-10 7.58314e-10 5.83545e-10 4.24578e-10 1.62762e-10 3.04704e-10 3.02344e-10 2.15266e-10 1.53949e-10 6.24274e-10 4.72984e-10 2.71362e-10 3.98148e-10 3.84294e-10 2.9697e-10 2.08074e-10 1.40172e-09 1.99291e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.077669999999999989 0.087505000000000013 0.089505000000000015 0.090275000000000008 -0.077709999999999987 0.084515000000000021 -0.076319999999999985 -0.083489999999999995 0.087545000000000026 -0.0038099999999999996 -0.097644999999999996 -0.09551999999999998 0.097385000000000013 0.087380000000000013 0.093740000000000018 0.6352000000000001 0.099410000000000012 0.5136400000000001 0.51026500000000008 -1.0000000180025095e-35 -0.011519999999999997 -0.087969999999999979 -0.085284999999999986 -0.082414999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 16 7 -6 -9 10 -8 12 13 14 -12 -14 -2 -18 19 -19 21 23 -22 24 27 -25 -27 -17 -29 -30
right_child=1 -3 4 -5 6 -7 9 8 -10 -11 11 -13 15 -15 -16 20 17 18 -20 -21 22 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=-2.7736952200091931e-07 2.5013376500737647e-07 4.1422711774430357e-07 -9.278279280393195e-07 1.4314405902382532e-06 -3.392424547014757e-07 -6.7981531628902311e-07 -3.5924453792783123e-07 7.7418340754861899e-07 1.2167100089666151e-07 2.075297264487081e-07 -1.4114166863995101e-07 4.61029129947832e-07 4.5761058686366596e-07 2.0942913089760212e-07 -8.3848474247361087e-07 -1.1368612976822006e-07 -3.1072744462790073e-07 4.2314199769559011e-08 3.4749832027959938e-07 -3.1991503879864812e-07 -4.111344183651714e-07 4.1853512105457679e-07 1.0874705635290282e-07 -4.7830800161034796e-07 4.1341682120950599e-07 -2.9585585212628207e-07 1.8174982649554752e-07 6.4051310928067216e-07 -1.0001954530025615e-06 2.6614344829890482e-09
leaf_weight=22 25 20 22 20 22 20 30 21 32 37 30 20 20 31 20 163 30 75 26 21 35 35 35 29 23 23 30 34 20 2150
leaf_count=22 25 20 22 20 22 20 30 21 32 37 30 20 20 31 20 163 30 75 26 21 35 35 35 29 23 23 30 34 20 2150
internal_value=0 1.96595e-09 -7.11938e-10 8.04347e-08 -6.86457e-09 -5.67232e-08 2.69656e-10 1.69173e-07 3.80214e-07 -4.31181e-09 -7.18503e-09 -3.27036e-09 -6.73787e-09 -1.79156e-07 -4.20079e-07 -1.36017e-09 1.36826e-08 -2.52074e-08 4.50025e-08 -3.69234e-08 -4.92223e-09 -8.38063e-10 -1.51194e-07 -6.77579e-09 -6.38758e-10 -1.85648e-07 -2.5513e-08 -4.66211e-09 3.40092e-09 -6.58149e-09
internal_weight=0 3099 3079 217 2862 197 2840 75 53 2765 2728 2698 2678 81 50 2597 177 152 122 96 2577 2507 70 2472 2390 82 53 2367 2204 2170
internal_count=3121 3099 3079 217 2862 197 2840 75 53 2765 2728 2698 2678 81 50 2597 177 152 122 96 2577 2507 70 2472 2390 82 53 2367 2204 2170
is_linear=0
shrinkage=0.1


Tree=9039
num_leaves=31
num_cat=0
split_feature=156 1428 394 132 1186 40 4 403 1212 1213 1212 16 16 43 0 2 2 2 403 2 129 1184 4 50 0 1210 3 1208 1209 402
split_gain=2.08866e-10 2.02419e-10 1.59675e-10 2.42703e-09 4.00123e-09 1.27584e-10 3.23848e-10 1.48159e-10 3.85398e-10 3.0388e-09 1.92823e-09 3.80635e-10 1.11677e-09 6.47919e-10 6.16792e-10 5.59435e-10 5.13267e-10 4.75311e-10 3.1195e-10 7.03232e-10 3.12463e-10 4.87754e-10 2.86014e-10 2.67828e-10 3.65236e-10 2.41944e-10 5.94946e-10 2.23634e-10 9.4967e-10 2.06242e-10
threshold=0.3248100000000001 0.10668500000000002 1.0000000180025095e-35 -0.083284999999999984 -0.085584999999999981 -0.24620999999999996 0.63556000000000001 0.08332500000000001 -0.089544999999999986 -0.090764999999999985 -0.087464999999999987 -0.095564999999999983 -0.11227499999999999 -0.34140499999999996 -0.075934999999999989 0.091545000000000015 0.094565000000000024 0.094215000000000007 0.035175000000000005 0.089005000000000015 -0.077709999999999987 0.089075000000000015 -0.083854999999999985 0.093680000000000013 -0.085034999999999986 -0.13847499999999999 -0.082879999999999995 0.11846000000000001 0.11240000000000001 0.094750000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 7 8 9 -7 -10 12 17 -13 15 22 -16 -9 20 -20 -12 25 -15 24 -24 26 -22 28 29 -27
right_child=-2 -3 3 4 -6 6 -8 11 10 -11 18 13 -14 14 16 -17 -18 -19 19 -21 21 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=2.48101864031014e-07 -3.0023811731276198e-07 3.1933343421997054e-07 1.0103802911240347e-06 7.049937576337269e-07 -9.3647837967513299e-07 -6.0148897773615317e-07 -3.966284209257408e-07 2.6053030465250072e-07 -9.9285117485692351e-07 1.1016479148069763e-06 -3.5461987499729728e-07 -4.2521034946539958e-07 8.2185404413811144e-07 3.7702478474112351e-07 1.4381251513322755e-08 -4.2467231380053738e-07 6.519307272816784e-07 -3.5587137122402885e-07 -7.0522615857271377e-07 1.23320067283809e-07 -1.3426686217869809e-07 4.6946182924950169e-07 1.2668477548264232e-07 2.9130746057148829e-07 -3.7549698314857478e-07 -3.4916402429296273e-11 6.2782297050034686e-07 3.0996813584558614e-07 -6.7987867688706117e-07 -1.9419206940897639e-07
leaf_weight=20 23 20 23 27 33 20 21 29 20 22 25 31 24 23 23 30 28 22 20 21 21 22 28 20 30 2376 20 22 21 56
leaf_count=20 23 20 23 27 33 20 21 29 20 22 25 31 24 23 23 30 28 22 20 21 21 22 28 20 30 2376 20 22 21 56
internal_value=0 2.2277e-09 1.67238e-10 1.36985e-07 -1.97816e-07 -3.62439e-09 -5.31666e-09 -2.53483e-09 -9.89561e-09 2.9063e-07 -1.47059e-08 6.56036e-08 2.59343e-07 -2.61445e-09 6.93662e-08 -4.54976e-08 3.64408e-07 -5.36846e-09 -7.19322e-09 -2.80849e-07 -2.81559e-09 6.49781e-10 6.71285e-08 -2.42511e-08 -1.33064e-07 -3.44953e-09 2.37484e-07 -7.44076e-09 -1.02875e-08 -4.50564e-09
internal_weight=0 3098 3078 83 60 2995 2975 2954 2666 42 2624 288 75 213 182 131 51 51 2604 41 2563 2538 101 78 58 2516 41 2475 2453 2432
internal_count=3121 3098 3078 83 60 2995 2975 2954 2666 42 2624 288 75 213 182 131 51 51 2604 41 2563 2538 101 78 58 2516 41 2475 2453 2432
is_linear=0
shrinkage=0.1


Tree=9040
num_leaves=31
num_cat=0
split_feature=472 1429 132 1185 1203 1213 52 2 132 130 1209 52 12 1208 1425 52 2 3 4 4 156 49 133 160 484 474 12 160 0 43
split_gain=1.70996e-10 2.50388e-10 1.58793e-10 1.27641e-09 4.92232e-10 1.54355e-10 1.81842e-10 2.67031e-10 6.80111e-10 5.06492e-10 1.50975e-10 5.0046e-10 1.11128e-09 1.78966e-10 1.44406e-10 1.78918e-10 5.93346e-10 5.12788e-10 1.50305e-10 3.46001e-10 1.70957e-10 9.40397e-10 1.62006e-09 5.30699e-10 7.25488e-10 1.22859e-09 1.12225e-09 2.3742e-09 5.327e-10 5.15786e-10
threshold=-0.38234499999999999 -0.23587499999999997 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.081109999999999988 0.10347000000000002 0.089725000000000013 -0.41094499999999995 0.086345000000000019 0.10272000000000002 0.089325000000000015 0.096075000000000008 0.080860000000000015 0.10034500000000002 -0.55692499999999978 0.10527500000000002 -0.086274999999999977 -0.52556499999999995 -0.51253999999999988 0.08759500000000002 0.11560500000000001 0.090310000000000015 -0.089549999999999991 0.087235000000000021 0.089745000000000019 0.08486500000000001 -0.078059999999999977 -0.083804999999999977 -0.076484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 9 -9 -7 13 12 -12 14 15 16 17 -5 -17 -20 -21 22 23 -22 26 -26 27 -25 -28 -30
right_child=1 2 3 10 -6 6 -8 8 -10 -11 11 -13 -14 -15 -16 18 -18 -19 19 20 21 -23 -24 24 25 -27 28 -29 29 -31
leaf_value=-2.6589687820433031e-07 3.3077777907262476e-07 2.2410299933348844e-07 7.826619951499328e-07 -3.8483167760329131e-07 -4.7395379608263154e-07 7.7569404032645614e-09 -3.0647323296761898e-07 5.1976493161810655e-07 -1.4417210751658006e-07 -5.7098159970792036e-07 -5.2412380659916384e-07 4.6660692344724751e-07 4.2852906112500477e-07 -2.648517151781194e-07 -2.3578980693409555e-07 1.9173603484855216e-07 6.1878679787241712e-07 2.711494825182224e-07 -3.8398281437442469e-07 6.4530849417700142e-09 -4.3286461429185392e-07 5.085094583137106e-07 -8.2431533260300214e-07 1.3409194988867058e-06 -8.0300003128286335e-07 2.0971993743169943e-07 -5.2399173332181212e-07 4.8003469070947027e-08 2.9455516357135283e-07 -3.5280565555240176e-07
leaf_weight=24 23 22 21 22 28 62 25 27 36 20 25 29 24 26 26 39 20 26 24 2294 30 25 30 20 25 23 24 49 32 20
leaf_count=24 23 22 21 22 28 62 25 27 36 20 25 29 24 26 26 39 20 26 24 2294 30 25 30 20 25 23 24 49 32 20
internal_value=0 2.05939e-09 -4.00118e-10 5.91014e-09 -8.22614e-08 -2.51396e-08 -5.73946e-08 -1.445e-08 1.40372e-07 -1.33399e-07 1.52365e-10 1.37349e-07 -5.75183e-08 -3.73196e-09 -1.2442e-09 1.01189e-09 1.61167e-07 -2.95085e-08 -3.12114e-09 -6.0485e-09 -2.5219e-09 -7.65816e-08 -1.34397e-07 -4.15828e-08 1.92382e-08 -3.17738e-07 1.30789e-07 4.22762e-07 -1.34291e-07 4.55702e-08
internal_weight=0 3097 3074 2854 220 192 170 145 63 82 2833 78 49 2755 2729 2703 68 48 2635 2596 2572 278 253 223 193 48 145 69 76 52
internal_count=3121 3097 3074 2854 220 192 170 145 63 82 2833 78 49 2755 2729 2703 68 48 2635 2596 2572 278 253 223 193 48 145 69 76 52
is_linear=0
shrinkage=0.1


Tree=9041
num_leaves=31
num_cat=0
split_feature=1429 156 401 401 1212 1209 2 1209 1212 1212 402 16 1429 3 1212 1210 1208 1210 402 403 1209 16 1200 1204 132 400 3 394 129 129
split_gain=1.78654e-10 3.62598e-10 1.48259e-10 2.28447e-10 4.31518e-10 2.77149e-10 2.07196e-09 4.34803e-10 3.62549e-10 2.43638e-09 1.72813e-09 3.06019e-10 2.95364e-10 2.63027e-10 2.5126e-10 2.30419e-10 3.91327e-10 5.14331e-10 4.02812e-10 5.87484e-10 4.72775e-10 2.84285e-10 2.39681e-10 2.68185e-10 4.40279e-09 3.46221e-09 9.28996e-10 7.12694e-10 2.50346e-10 3.76137e-10
threshold=-0.23752499999999996 0.32523500000000005 0.13837000000000002 0.11769000000000002 -0.41103999999999991 -0.084519999999999984 0.080205000000000012 -0.069599999999999981 -0.089544999999999986 -0.064959999999999976 0.120965 0.63636000000000015 -0.10379499999999998 -0.081459999999999991 -0.009474999999999999 0.0028200000000000005 0.098500000000000018 -0.13847499999999999 0.11174500000000002 -0.54631999999999992 0.10183000000000002 -0.073404999999999984 0.088675000000000018 -0.08130999999999998 -0.083284999999999984 -0.082339999999999983 -0.084854999999999986 0.10969000000000002 -0.082304999999999975 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -7 10 -10 13 12 -11 -9 -14 16 17 -16 19 -19 22 -17 23 24 25 26 -21 28 -25 -30
right_child=1 -3 -4 4 -6 7 -8 8 9 11 -12 -13 14 -15 15 21 -18 18 -20 20 -22 -23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=-2.8395837548797234e-07 5.3546323810916788e-07 4.2643454207791369e-07 -2.6553642461143077e-07 -7.2013463027685387e-08 4.8828576045370596e-07 4.4431813560921993e-07 -7.5101312294493497e-07 -3.1631725387152681e-07 -9.0447962804773855e-07 3.4082126315017659e-07 9.892868504158243e-07 -2.8036153212808224e-07 3.2432693354659628e-07 9.8676496341183682e-08 5.037698917931266e-07 1.0707028210280471e-08 -4.4543259804186163e-07 5.1377223038364474e-07 -3.4723848413624878e-07 6.9731261476135839e-08 -4.7772904420098493e-07 4.8073420076248527e-07 2.896645432721406e-07 3.1162755573177491e-07 -1.4083622369815369e-06 9.8333532236871703e-07 -8.9411328659139138e-07 5.8191904134305557e-07 -4.0891707751301437e-07 -2.5555419886984872e-09
leaf_weight=22 21 20 21 28 27 22 31 24 30 26 21 38 24 42 20 31 20 22 34 20 21 22 28 25 22 32 20 21 23 2363
leaf_count=22 21 20 21 28 27 22 31 24 30 26 21 38 24 42 20 31 20 22 34 20 21 22 28 25 22 32 20 21 23 2363
internal_value=0 2.01847e-09 -7.38372e-10 1.08006e-09 2.03043e-07 -2.61889e-09 -2.31475e-07 1.41381e-09 -1.91289e-09 -8.0685e-09 1.9917e-07 1.49492e-09 5.35597e-09 -5.22303e-08 2.18199e-09 -6.5629e-10 -4.7532e-09 -1.42858e-09 -5.26893e-09 -7.91853e-10 -5.18813e-09 2.05813e-07 -1.30271e-09 -4.528e-09 -1.70265e-07 2.08043e-07 -4.12191e-07 1.87794e-09 -3.17426e-09 -6.47269e-09
internal_weight=0 3099 3079 3058 55 3003 52 2951 2929 2842 87 2812 2774 66 2748 2724 2671 2651 2631 2597 2575 53 2554 2526 94 72 40 2432 2411 2386
internal_count=3121 3099 3079 3058 55 3003 52 2951 2929 2842 87 2812 2774 66 2748 2724 2671 2651 2631 2597 2575 53 2554 2526 94 72 40 2432 2411 2386
is_linear=0
shrinkage=0.1


Tree=9042
num_leaves=31
num_cat=0
split_feature=156 475 400 12 1203 12 400 43 1185 49 49 133 2 133 0 151 1 157 148 447 2 2 43 43 2 42 1447 2 13 2
split_gain=1.84863e-10 1.96618e-10 1.5099e-10 7.07325e-10 9.75763e-10 9.23336e-10 4.66244e-10 2.70779e-10 2.4548e-10 1.79955e-10 4.71425e-10 5.52468e-10 4.96291e-10 7.6658e-10 3.9303e-10 3.16495e-10 3.01655e-10 2.1007e-10 1.87018e-10 2.6409e-10 2.00826e-10 1.43286e-09 2.20713e-09 4.21546e-09 1.61817e-09 1.32665e-09 1.16676e-09 9.07534e-10 2.71059e-09 8.12749e-10
threshold=0.3248100000000001 0.13528000000000004 -0.082714999999999983 0.087505000000000013 0.087520000000000014 0.086505000000000012 -0.081749999999999975 -0.03898999999999999 -0.014244999999999999 0.12073000000000002 0.12595000000000003 0.12599500000000005 0.10060500000000001 0.086695000000000008 -0.14051499999999997 -0.40381499999999992 0.12656000000000003 0.41580000000000006 -0.10069499999999999 0.094580000000000011 0.091055000000000011 0.093175000000000022 -0.077319999999999986 -0.0071849999999999995 0.093680000000000013 0.086325000000000013 0.040965000000000008 0.090425000000000019 -0.066634999999999986 0.094400000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 -1 -4 -5 -8 17 -11 12 15 14 -14 -12 -16 18 -10 20 26 22 25 -24 -23 -22 27 -20 -29 -26
right_child=-2 -3 6 4 -6 -7 8 -9 9 10 11 -13 13 -15 16 -17 -18 -19 19 -21 21 24 23 -25 29 -27 -28 28 -30 -31
leaf_value=2.0794828599165435e-07 -2.8245927138493206e-07 3.0704443740129745e-07 -4.741100965366925e-07 -2.2920263944570252e-07 7.8392968090996041e-07 -7.2109316590740496e-07 3.3154884465344284e-07 2.1381516133358774e-07 2.3298831404825732e-07 -5.5858549615095402e-07 5.140413804838318e-09 -5.0819561181469908e-07 3.2075894318075789e-07 7.145067810654382e-07 -4.564661938388781e-07 -5.2146147108292749e-07 6.9383080081308895e-08 2.9114926246620601e-07 4.4904902947416203e-09 -2.980588916064638e-07 2.7936125723440254e-07 -7.8713718887858986e-07 1.5714123451875969e-06 1.1323794298205443e-07 4.7203228824536068e-07 -8.3424954993915895e-07 -6.0164652508125776e-07 -1.3303422708332848e-06 1.7259711351395406e-07 -6.6130493663376437e-09
leaf_weight=23 23 21 21 22 26 20 22 37 34 20 25 22 26 20 20 21 24 25 1502 30 23 26 31 55 37 20 34 20 30 861
leaf_count=23 23 21 21 22 26 20 22 37 34 20 25 22 26 20 20 21 24 25 1502 30 23 26 31 55 37 20 34 20 30 861
internal_value=0 2.09665e-09 1.54301e-11 1.06342e-07 2.7354e-07 -2.24164e-07 -4.59964e-09 4.86221e-08 -1.23225e-09 -3.75158e-09 -1.01171e-07 -4.32705e-08 3.19379e-08 1.68508e-07 1.25086e-08 -2.35265e-07 -1.69639e-07 2.60497e-09 -6.37742e-11 -3.03259e-09 3.21251e-10 3.41766e-08 3.46374e-07 6.38859e-07 -9.40932e-09 -2.38597e-07 -2.21565e-08 -9.46148e-09 -4.28579e-07 1.31084e-08
internal_weight=0 3098 3077 128 85 43 2949 59 2928 2906 178 158 136 90 70 46 44 2728 2703 2669 2639 1053 129 86 924 43 1586 1552 50 898
internal_count=3121 3098 3077 128 85 43 2949 59 2928 2906 178 158 136 90 70 46 44 2728 2703 2669 2639 1053 129 86 924 43 1586 1552 50 898
is_linear=0
shrinkage=0.1


Tree=9043
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1210 1210 1204 132 15 1204 50 1185 1209 2 1212 16 0 1212 1212 4 2 2 2 51 13 156 2 16 2 3 480
split_gain=1.52819e-10 2.8205e-10 2.26714e-10 4.95011e-10 2.06212e-10 1.84872e-10 2.48082e-10 4.95833e-09 2.09532e-09 7.50181e-10 5.74181e-10 1.9536e-10 3.85132e-10 1.89499e-10 7.88165e-10 7.98041e-10 4.38063e-10 2.91675e-10 2.20354e-10 7.24275e-10 2.32772e-09 1.58135e-09 1.13034e-09 1.08641e-09 1.08266e-09 8.67781e-10 8.4255e-10 7.68107e-10 3.50043e-09 1.76545e-09
threshold=0.12461500000000002 0.10737500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 -0.091889999999999986 -0.083284999999999984 0.091915000000000011 -0.082199999999999981 0.097510000000000013 -0.083264999999999992 0.087485000000000021 0.085155000000000022 -0.088629999999999987 -0.092484999999999984 -0.086234999999999992 -0.063924999999999996 -0.22903499999999996 -0.012164999999999999 0.09580000000000001 0.094835000000000017 0.097385000000000013 -0.14283999999999999 -0.016469999999999995 0.09747500000000002 0.098630000000000009 -0.08595499999999999 0.092875000000000013 -0.078584999999999988 0.106725
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 9 -8 -7 -10 13 -13 14 -12 -16 -15 -17 19 20 27 23 24 -21 -23 -24 -27 29 -29 -18
right_child=-2 -3 -4 4 5 6 8 -9 10 -11 11 12 -14 16 15 17 18 -19 -20 21 -22 22 25 -25 -26 26 -28 28 -30 -31
leaf_value=4.541931128680214e-07 -2.7553240670386005e-07 3.2976126507723902e-07 -2.6169166555215877e-07 -3.0680160989504657e-07 -2.3859382416446809e-07 1.2300859174564241e-08 -8.5022785210130371e-07 1.5640122397609869e-06 5.3812477005976691e-07 -6.3798561285466352e-07 -6.3895708990457933e-07 5.2405254982496839e-07 -4.4171369630757479e-10 3.3431656034074363e-07 5.4489971392156029e-07 -1.6343714838343616e-08 -5.362620363958648e-08 -4.7101302427455222e-07 2.6438015040374103e-08 1.1995841577316924e-06 -1.0746924826692165e-06 9.7681775550675169e-07 -6.5293133982026046e-07 1.5727464145243175e-07 3.1776546115401696e-08 6.1149973944907294e-07 -6.4168907633152936e-08 -5.5119745672711711e-07 1.2746569020854233e-06 -1.0047460227724514e-06
leaf_weight=24 20 26 33 22 32 157 29 21 20 20 24 21 42 39 21 43 806 21 1244 20 23 22 23 20 27 20 239 21 21 20
leaf_count=24 20 26 33 22 32 157 29 21 20 20 24 21 42 39 21 43 806 21 1244 20 23 22 23 20 27 20 239 21 21 20
internal_value=0 1.78062e-09 -9.92547e-10 1.83555e-09 -1.76173e-09 4.78219e-10 3.05929e-09 1.11191e-07 -4.68114e-09 -6.11778e-08 4.27789e-09 3.48207e-10 1.7439e-07 -3.78315e-09 -1.329e-07 9.98636e-09 1.74682e-09 -1.65532e-07 -3.42885e-09 -3.28697e-08 -8.17541e-08 8.45319e-08 1.27618e-08 6.78429e-07 4.56081e-07 -6.42688e-08 -1.19937e-08 -5.54435e-08 3.6173e-07 -7.66557e-08
internal_weight=0 3101 3075 3042 3018 2996 2964 198 2766 177 2737 2717 63 2654 109 85 2545 64 2506 1262 891 371 331 40 49 282 259 868 42 826
internal_count=3121 3101 3075 3042 3018 2996 2964 198 2766 177 2737 2717 63 2654 109 85 2545 64 2506 1262 891 371 331 40 49 282 259 868 42 826
is_linear=0
shrinkage=0.1


Tree=9044
num_leaves=31
num_cat=0
split_feature=132 394 15 1211 1204 50 15 3 2 3 1212 401 43 401 394 1176 394 50 133 0 50 157 1420 0 1420 401 2 1213 52 1210
split_gain=1.62161e-10 8.31368e-10 5.26308e-10 3.21412e-10 2.37375e-10 1.68329e-10 2.37129e-10 2.07653e-10 3.80255e-10 3.14999e-10 1.45802e-10 1.95287e-10 4.82966e-10 2.65926e-10 1.54648e-10 4.23494e-10 2.2166e-10 1.79593e-10 9.52603e-10 1.71202e-09 4.99975e-10 4.26283e-10 2.50623e-10 7.85868e-10 4.17415e-10 2.36944e-10 2.43828e-09 4.65887e-10 1.22647e-09 1.09875e-09
threshold=-0.083174999999999985 0.11233000000000001 0.092400000000000024 0.088310000000000013 -0.081664999999999988 0.09227500000000001 0.08517000000000001 -0.06977499999999999 0.10188000000000001 -0.084964999999999985 -0.53159999999999996 0.11769000000000002 -0.0098449999999999979 0.10956 -0.12099999999999998 1.0000000180025095e-35 1.0000000180025095e-35 -0.23965499999999998 0.090665000000000009 -0.067094999999999988 -0.099524999999999988 0.63604500000000008 -0.08341999999999998 -0.059114999999999994 -0.079539999999999986 0.092675000000000021 0.084715000000000013 -0.088064999999999991 0.086040000000000019 -0.13847499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 -2 6 7 9 -9 -1 -6 13 -13 14 -12 16 17 18 19 -16 -19 22 23 -22 -24 27 -27 28 -26 -29
right_child=1 -3 -4 -5 10 -7 -8 8 -10 -11 11 12 -14 -15 15 -17 -18 20 -20 -21 21 -23 24 -25 25 26 -28 29 -30 -31
leaf_value=3.2471272733273922e-08 2.2473487189970793e-07 6.488142666682962e-07 -5.1459401367992542e-07 -3.8777320179922922e-07 -2.7090264836715505e-07 -2.28238178963854e-07 3.775857800292215e-07 4.9207095517409651e-07 -1.0971605098304628e-07 -3.9727667095358695e-07 2.0852029665872707e-07 4.0069042568489213e-07 -1.9096926409516031e-07 -2.8173496138392427e-07 -9.9802134445781129e-07 -3.9709366614328317e-07 2.5095036481356403e-07 4.3858914241267352e-07 3.3842121764690903e-07 1.2246163263303819e-07 -1.0752898705372141e-07 -4.6202294697650362e-07 -4.4699819194230872e-07 6.9007933126115302e-07 9.8909731665561916e-08 -3.7207521458162193e-07 7.6919541811548699e-07 6.3781061962126176e-07 -6.7674451997845608e-07 -3.9485562544060738e-09
leaf_weight=66 47 20 25 22 20 24 20 21 21 23 35 37 22 34 25 27 35 26 27 30 30 20 21 21 47 39 36 27 36 2237
leaf_count=66 47 20 25 22 20 24 20 21 21 23 35 37 22 34 25 27 35 26 27 30 30 20 21 21 47 39 36 27 36 2237
internal_value=0 6.30643e-09 -8.23724e-08 -2.75219e-08 1.84302e-09 1.77668e-08 5.68669e-08 7.90224e-09 1.91177e-07 -7.85872e-08 -1.8561e-09 5.74614e-11 1.80072e-07 -3.80045e-09 -3.24991e-10 -3.04838e-09 9.5584e-10 -2.38123e-09 -1.4804e-07 -3.86849e-07 2.32115e-09 -2.19077e-09 1.49673e-09 2.20898e-07 -3.08348e-09 7.65492e-10 1.75735e-07 -4.82577e-09 -2.37519e-07 3.70493e-09
internal_weight=0 2899 222 197 2879 175 151 131 42 89 2832 2812 59 2753 2719 2684 2657 2622 82 55 2540 2514 2494 51 2443 2422 75 2347 83 2264
internal_count=3121 2899 222 197 2879 175 151 131 42 89 2832 2812 59 2753 2719 2684 2657 2622 82 55 2540 2514 2494 51 2443 2422 75 2347 83 2264
is_linear=0
shrinkage=0.1


Tree=9045
num_leaves=31
num_cat=0
split_feature=1429 156 475 39 133 1 121 11 33 47 47 47 131 131 1447 131 3 39 43 480 481 15 12 1210 2 132 2 1 1 15
split_gain=1.45788e-10 3.73446e-10 1.515e-10 1.36534e-10 4.51526e-10 3.16058e-10 4.97448e-10 1.78744e-10 3.09902e-10 2.14248e-10 1.3446e-09 1.21212e-09 2.09086e-10 1.66617e-09 8.50558e-10 5.39318e-10 5.21425e-10 9.45168e-10 1.98822e-09 4.84852e-10 9.03124e-10 4.04937e-10 4.5425e-10 9.08812e-10 7.35977e-10 3.0541e-10 1.18914e-09 2.36233e-09 1.0464e-09 4.59556e-10
threshold=-0.23752499999999996 0.32523500000000005 0.10142500000000002 -0.020804999999999994 -0.082724999999999979 0.16540500000000002 -0.094339999999999993 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.096770000000000009 0.090100000000000013 0.091360000000000011 0.09031500000000002 0.059120000000000013 0.089005000000000015 -0.072894999999999988 0.089790000000000023 -0.05647499999999999 0.10344000000000002 -0.062079999999999989 0.093575000000000019 0.087445000000000009 -0.079004999999999978 0.084305000000000005 0.082230000000000011 0.090050000000000005 1.0000000180025095e-35 0.10672000000000002 -0.0088349999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 -8 -9 11 -11 12 13 14 15 19 21 18 -18 25 -21 22 24 -24 -14 -10 27 -27 29 -28
right_child=1 -3 -4 5 -6 -7 7 8 9 10 -12 -13 16 -15 -16 -17 17 -19 -20 20 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-2.5651598915291373e-07 -5.2113239397450734e-07 4.3253824742350845e-07 -2.2846244002823434e-07 -4.9589075761247165e-07 5.9424655620278902e-08 3.58203159862569e-07 3.024567219256369e-07 -3.3473817464053154e-07 6.396636188944109e-09 8.0366539355244046e-07 2.3075384684959208e-08 -5.7980290472967356e-07 2.4259878546217808e-07 -9.1404641622716553e-07 4.7183094321436974e-07 4.6621374589032414e-07 1.3368141176783867e-06 -1.9019791134648284e-07 2.1333445837862435e-08 -8.0032852955789415e-07 1.7318366677240452e-08 -3.2729826148536837e-07 7.7581281521772681e-07 4.5993031632790985e-08 -4.8154464966643222e-07 -1.3370472260021416e-06 6.2843126182054198e-07 1.6289751312927236e-07 -4.0643635068998518e-07 2.0144365032098471e-08
leaf_weight=22 21 20 29 20 37 25 20 27 2035 24 274 36 25 20 38 24 20 24 27 22 35 31 21 91 32 21 27 21 29 23
leaf_count=22 21 20 29 20 37 25 20 27 2035 24 274 36 25 20 38 24 20 24 27 22 35 31 21 91 32 21 27 21 29 23
internal_value=0 1.82051e-09 -9.77269e-10 1.1857e-09 -1.50777e-07 4.13151e-09 1.14809e-09 4.52128e-09 2.4855e-09 5.62517e-09 8.59417e-08 -3.57326e-09 4.51102e-09 -5.29803e-09 2.69096e-09 -5.27833e-09 8.75803e-08 3.20388e-07 5.81112e-07 -1.03917e-08 -2.98265e-07 4.93365e-09 6.58756e-08 1.82834e-07 -1.63938e-07 -2.78093e-09 -1.57131e-07 -5.87075e-07 7.1447e-08 3.48619e-07
internal_weight=0 3099 3079 3050 58 2992 2967 2947 2927 2900 298 2602 2566 2295 2275 2237 271 71 47 2213 57 200 169 112 57 2156 121 42 79 50
internal_count=3121 3099 3079 3050 58 2992 2967 2947 2927 2900 298 2602 2566 2295 2275 2237 271 71 47 2213 57 200 169 112 57 2156 121 42 79 50
is_linear=0
shrinkage=0.1


Tree=9046
num_leaves=31
num_cat=0
split_feature=156 1428 132 394 1203 1204 1212 130 16 12 13 4 4 43 49 4 4 11 1375 2 16 42 16 16 1212 1210 402 403 50 403
split_gain=1.68919e-10 2.10938e-10 1.32602e-10 6.73372e-10 5.64535e-10 1.65866e-10 7.43221e-10 6.72262e-10 1.58175e-10 2.77207e-10 2.72719e-10 1.54747e-10 5.46806e-10 2.20959e-09 3.29021e-09 2.65518e-09 1.27793e-09 1.0698e-09 5.55117e-10 5.63335e-10 5.31013e-10 4.69523e-10 4.77469e-10 1.61855e-09 9.87786e-10 3.83679e-09 1.84407e-09 8.20387e-10 9.30767e-10 7.05337e-10
threshold=0.3248100000000001 0.10668500000000002 -0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.077669999999999989 0.087440000000000004 0.086055000000000006 -0.097644999999999996 0.11418000000000002 1.0000000180025095e-35 -0.012164999999999999 -0.0078799999999999981 -0.085739999999999997 0.084075000000000025 -0.0096849999999999974 -0.0070899999999999991 -0.014494999999999999 1.0000000180025095e-35 0.088475000000000012 -0.15241499999999997 -0.23037499999999997 -0.094359999999999986 -0.092484999999999984 -0.089544999999999986 -0.026879999999999998 0.23460000000000003 -0.014954999999999998 0.077545000000000017 0.104315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 8 6 7 -4 -1 10 -10 20 13 15 18 -13 -14 -18 19 -15 -7 -22 27 -24 25 -25 29 -23 -29 -26
right_child=-2 -3 3 -5 -6 11 -8 -9 9 -11 -12 12 16 14 -16 -17 17 -19 -20 -21 21 22 23 24 26 -27 -28 28 -30 -31
leaf_value=1.9152992404636689e-07 -2.7000776002671997e-07 3.2570983989899108e-07 2.635110699126623e-08 5.566981246571149e-07 -5.8181907402143907e-07 -4.4830669577224624e-07 -3.7167665979609414e-07 7.3641914658158685e-07 -6.8441605410245964e-08 -3.2603279589427106e-07 2.9231276090950608e-07 3.7190600526823152e-07 -7.5640328883640579e-07 3.5099868137914808e-07 1.6164588701815863e-06 -8.7838306254442693e-07 7.0365907508832237e-07 -7.5419863864783761e-10 6.1945642912741322e-07 -3.2727648067520934e-07 4.6502665099978909e-07 -3.136286068183836e-07 -8.3376564248283107e-07 1.5192936911034849e-06 -4.1914937865519969e-08 -6.749324894528286e-08 -9.1204577188364058e-07 8.4179840390182418e-07 2.5904819389960067e-08 3.572171256455872e-07
leaf_weight=29 23 20 30 22 20 29 20 24 108 32 26 35 22 24 21 33 22 1078 21 25 20 21 25 20 1181 64 24 27 29 46
leaf_count=29 23 20 30 22 20 29 20 24 108 32 26 35 22 24 21 33 22 1078 21 25 20 21 25 20 1181 64 24 27 29 46
internal_value=0 1.9999e-09 -1.0348e-10 5.58439e-09 -7.58448e-08 1.3167e-09 1.49068e-07 3.41937e-07 -2.395e-08 -6.1594e-08 1.55551e-09 -2.63473e-09 2.2836e-08 1.96392e-07 5.1864e-07 -2.34852e-07 -1.75882e-09 1.33341e-08 1.89295e-07 4.93993e-09 -2.45917e-08 -1.61581e-08 -2.28552e-08 -3.65709e-08 -2.16422e-08 3.10313e-07 -4.39318e-08 2.19397e-07 4.19282e-07 -2.69516e-08
internal_weight=0 3098 3078 2863 215 2841 74 54 195 166 134 2767 1281 159 91 68 1122 1100 70 49 1486 1457 1437 1360 1335 84 1251 77 56 1227
internal_count=3121 3098 3078 2863 215 2841 74 54 195 166 134 2767 1281 159 91 68 1122 1100 70 49 1486 1457 1437 1360 1335 84 1251 77 56 1227
is_linear=0
shrinkage=0.1


Tree=9047
num_leaves=31
num_cat=0
split_feature=11 1212 401 1212 401 13 1209 2 1209 1209 1212 1210 1213 3 1210 42 3 402 1208 13 13 13 43 132 4 1186 2 12 1204 47
split_gain=2.02401e-10 1.58731e-10 2.80213e-10 2.48326e-10 2.34026e-10 3.53777e-10 2.821e-10 1.71102e-09 3.40366e-10 3.44201e-10 3.48352e-10 2.92131e-09 1.47079e-09 3.48895e-10 2.19181e-10 1.91839e-09 1.49755e-09 8.35048e-10 2.76121e-10 2.01397e-10 9.65761e-10 6.32311e-10 1.57974e-09 7.54403e-10 7.90151e-09 5.22583e-09 7.51481e-10 6.44375e-10 6.39306e-10 4.79903e-10
threshold=-0.072629999999999986 -0.53159999999999996 0.13729500000000003 0.15049500000000002 0.11769000000000002 -0.074044999999999986 -0.084519999999999984 0.080205000000000012 -0.069599999999999981 -0.025744999999999997 -0.089544999999999986 -0.14310999999999999 -0.085714999999999986 -0.081459999999999991 -0.00046999999999999993 0.087075000000000014 -0.082404999999999992 -0.092414999999999983 0.11332500000000002 -0.0097949999999999982 -0.0090849999999999976 -0.01163 -0.011694999999999999 -0.083284999999999984 -0.081839999999999982 0.049580000000000006 0.10497000000000002 0.090165000000000009 -1.0000000180025095e-35 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 -3 -8 -10 12 -12 13 -11 15 16 17 -13 19 21 -21 23 -23 24 -16 28 27 -26 -25 -22
right_child=1 2 -4 -5 5 -7 8 -9 9 10 11 14 -14 -15 18 -17 -18 -19 -20 20 29 22 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-3.0940221011275885e-07 -2.7870715314293192e-07 4.6658350356665328e-07 3.5166290613035569e-07 -3.3345007828054142e-07 5.4141292693543619e-07 -5.3378751090349392e-08 3.9646690985571039e-07 -7.0248232869714909e-07 -4.0174003153143054e-07 -3.8093145400869785e-07 -1.2053235343501001e-06 -1.9664426641582161e-07 8.826232968997177e-07 1.4717580756559043e-07 2.0246953812375071e-06 8.6382913622173874e-07 -7.2394407842816349e-07 5.2613873409964902e-07 -3.6848534421096704e-07 6.2925848072626215e-07 -7.7130882283122956e-10 1.6946120957112253e-07 -1.0457389878126833e-06 5.5940551220601268e-07 -9.9593069535330867e-08 -1.6294524871085517e-06 2.7856209271703848e-07 -8.3301889469072672e-07 -9.8191009186233156e-09 2.2235542642361168e-07
leaf_weight=21 20 21 23 22 20 20 22 31 21 22 20 31 23 29 20 28 26 33 20 27 897 23 20 20 25 20 20 23 1465 108
leaf_count=21 20 21 23 22 20 20 22 31 21 22 20 31 23 29 20 28 26 33 20 27 897 23 20 20 25 20 20 23 1465 108
internal_value=0 2.10137e-09 3.9248e-09 1.30852e-09 3.73511e-09 2.44017e-07 5.25999e-10 -2.3036e-07 4.60553e-09 1.65416e-09 4.57529e-09 -1.03312e-09 2.18756e-07 -8.06352e-08 7.55056e-09 1.40943e-07 -8.39549e-08 1.76041e-07 1.69479e-09 4.46975e-09 3.90625e-08 -1.73516e-08 -3.95748e-07 -7.1375e-09 2.77453e-07 -2.3778e-08 -2.36441e-07 -4.51026e-07 -2.15278e-09 2.32065e-08
internal_weight=0 3100 3080 3057 3035 40 2995 52 2943 2921 2900 2826 74 51 2806 118 90 64 2688 2668 1032 1636 43 1593 88 1505 68 48 1485 1005
internal_count=3121 3100 3080 3057 3035 40 2995 52 2943 2921 2900 2826 74 51 2806 118 90 64 2688 2668 1032 1636 43 1593 88 1505 68 48 1485 1005
is_linear=0
shrinkage=0.1


Tree=9048
num_leaves=31
num_cat=0
split_feature=401 1210 1210 1208 1210 0 1209 47 47 47 2 131 484 43 484 0 1 16 47 457 16 1375 1375 1375 52 475 474 1426 16 12
split_gain=1.87536e-10 2.65782e-10 1.9066e-10 5.74699e-10 2.82444e-10 2.79058e-10 6.76398e-10 1.80108e-10 1.44355e-09 1.40524e-09 2.49861e-10 2.24793e-10 3.32435e-10 5.33688e-10 3.25958e-10 2.79711e-10 3.94295e-10 3.28852e-10 2.26243e-10 2.00894e-10 4.03947e-10 2.64151e-10 5.15658e-10 4.84999e-10 2.71987e-10 5.09775e-10 5.70626e-10 2.99899e-10 4.25131e-10 1.18749e-09
threshold=0.13837000000000002 -0.38516499999999992 0.0028200000000000005 0.092250000000000013 -0.095909999999999981 -0.070499999999999993 0.083050000000000013 0.092710000000000015 0.09055500000000001 0.096475000000000019 0.14530500000000005 0.096490000000000006 -0.073334999999999984 -0.080954999999999985 -0.0087999999999999988 -0.060129999999999996 0.111945 -0.29154999999999992 0.10843500000000002 -0.11701499999999999 -0.014754999999999999 0.089070000000000024 0.084795000000000023 0.083715000000000026 -0.56741999999999992 -0.24482499999999999 -0.095399999999999985 -0.094284999999999994 0.62925500000000012 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -4 8 19 -9 11 12 13 -11 -14 16 17 -16 -19 20 -6 22 23 24 -21 -26 -27 -28 -29 -30
right_child=-2 2 5 -5 7 -7 -8 9 -10 10 -12 -13 14 -15 15 -17 -18 18 -20 21 -22 -23 -24 -25 25 26 27 28 29 -31
leaf_value=2.8429298991437519e-07 -2.9783441007003562e-07 3.2724961224280728e-07 7.2347674978075143e-07 -4.8237057717415159e-07 5.4046841910349033e-07 -1.2962541206987859e-07 -2.1731169446301748e-08 -7.2600478726296087e-07 8.3072704315089235e-07 -9.3072282240990765e-08 -3.3230249711509302e-07 -2.4550445163703412e-07 -3.9105871536548879e-07 5.7908814941630165e-07 -3.6035394337184035e-07 -2.1028591292535468e-07 3.2798109491615872e-07 2.4383013902196675e-07 -1.1493405291940207e-07 2.7956511517271899e-07 -8.0486984705368586e-08 -3.1074892277160875e-07 4.5941558912687697e-07 -3.9314145698909898e-07 -3.7874971844252692e-07 5.3228284301098939e-07 3.8149520094066251e-07 -1.5212833011559491e-09 -7.8954087309549932e-07 2.5378603481840399e-07
leaf_weight=33 21 26 21 25 20 23 29 30 21 21 22 29 20 27 22 37 49 39 32 34 22 28 24 32 36 20 20 2314 24 20
leaf_count=33 21 26 21 25 20 23 29 30 21 21 22 29 20 27 22 37 49 39 32 34 22 28 24 32 36 20 20 2314 24 20
internal_value=0 2.01176e-09 -1.0255e-09 -4.91872e-09 -8.9841e-10 1.5865e-07 2.91256e-07 -3.79744e-09 4.96393e-09 -7.3648e-08 -7.9745e-09 1.78777e-08 4.88011e-08 2.85018e-07 -8.17578e-09 3.46044e-08 9.84139e-08 -2.25409e-08 8.21336e-08 -1.72112e-09 2.15206e-07 -5.29124e-09 -1.90265e-09 -6.3313e-09 -1.31593e-09 -5.2395e-09 3.67828e-10 -4.10581e-09 -7.37638e-09 -3.15301e-07
internal_weight=0 3100 3067 2994 2969 73 50 2943 2615 328 298 276 247 48 199 179 142 93 71 2594 42 2552 2524 2500 2468 2434 2398 2378 2358 44
internal_count=3121 3100 3067 2994 2969 73 50 2943 2615 328 298 276 247 48 199 179 142 93 71 2594 42 2552 2524 2500 2468 2434 2398 2378 2358 44
is_linear=0
shrinkage=0.1


Tree=9049
num_leaves=31
num_cat=0
split_feature=132 393 394 16 16 49 13 2 3 43 11 49 157 484 151 49 3 43 49 1186 3 13 0 42 391 43 130 15 133 130
split_gain=1.56023e-10 6.6305e-10 4.28663e-10 2.02187e-10 3.05169e-10 3.80813e-10 1.95666e-10 2.26881e-10 2.01762e-10 5.32441e-10 1.57553e-10 1.66455e-10 5.75882e-10 1.37099e-09 7.64582e-10 3.99023e-10 3.90704e-10 6.54905e-10 3.11891e-10 3.44402e-10 3.0277e-10 5.02248e-10 5.04923e-10 3.46496e-10 2.45229e-10 3.24607e-10 3.52445e-10 3.1348e-10 6.28752e-10 2.57625e-10
threshold=-0.083174999999999985 0.12069000000000002 0.013605000000000001 -0.14158499999999996 -0.095094999999999985 0.097180000000000016 -0.0082249999999999979 0.085485000000000019 -0.080104999999999996 -0.0082299999999999995 -0.072629999999999986 0.10440000000000001 -0.087424999999999989 0.086135000000000017 -0.53100499999999984 0.10247500000000002 -0.095524999999999985 -0.08287499999999999 0.097360000000000016 0.090275000000000008 0.13524500000000003 -0.06977499999999999 -0.080499999999999988 0.10024000000000001 -0.085594999999999991 0.18116500000000002 0.11155500000000002 0.090325000000000003 -0.49970500000000001 0.085235000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 -5 6 8 -8 9 -6 -2 15 -13 14 -14 18 -16 -18 19 24 21 22 -19 -23 -12 26 29 28 -27 -26
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 11 12 13 -15 16 -17 17 20 -20 -21 -22 23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=2.5775075896273758e-07 -2.7080491276722444e-07 5.6605354535306452e-07 -5.1069972059957807e-07 -4.2841992692068571e-07 -4.7553326071135508e-08 3.5350518996695075e-07 2.6903574501182866e-07 -1.1642610302629152e-07 5.523178181476851e-08 -7.0935080941580964e-07 -3.2344600681839939e-07 -5.2669356887236065e-07 -6.7708972282658095e-07 5.3973418464911323e-07 -4.2662651230784836e-07 4.3622707514921127e-07 3.9029716142923624e-07 -2.2199270669413335e-07 -2.7210828338370565e-07 3.6162662208231007e-07 1.7361791850856179e-07 -5.4941270865910135e-07 4.0077465863087921e-07 -3.7462725686054916e-08 1.2258070838571013e-10 7.2518874745242105e-07 -4.1285520794076554e-07 -9.6423200653579966e-08 5.6677922506932028e-08 1.3597922174029699e-07
leaf_weight=21 21 21 21 21 31 23 26 37 22 20 22 25 22 37 25 22 34 30 39 28 32 39 23 20 2208 24 20 24 34 149
leaf_count=21 21 21 21 21 31 23 26 37 22 20 22 25 22 37 25 22 34 30 39 28 32 39 23 20 2208 24 20 24 34 149
internal_value=0 6.18674e-09 -8.07974e-08 -3.58823e-08 -7.01395e-08 -2.28194e-08 -8.64625e-08 4.26534e-08 -1.97891e-07 -3.07082e-07 2.10154e-09 4.1075e-09 -6.81228e-08 -2.43661e-08 -1.17129e-07 1.21737e-08 -5.64438e-08 -4.4519e-09 8.51232e-09 1.28743e-08 -9.76565e-08 -1.75164e-07 4.82648e-08 -3.7587e-07 8.93836e-09 1.19121e-08 5.16384e-09 2.0753e-07 3.33303e-07 8.71089e-09
internal_weight=0 2899 222 201 180 159 136 63 73 51 2878 2857 287 262 225 2570 203 178 2548 2509 144 112 53 59 2481 2459 2377 82 58 2357
internal_count=3121 2899 222 201 180 159 136 63 73 51 2878 2857 287 262 225 2570 203 178 2548 2509 144 112 53 59 2481 2459 2377 82 58 2357
is_linear=0
shrinkage=0.1


Tree=9050
num_leaves=31
num_cat=0
split_feature=401 1210 1210 1208 0 2 1210 1204 132 15 1204 1186 132 394 1184 394 391 394 394 394 3 3 41 33 12 42 0 2 2 16
split_gain=1.50442e-10 2.15996e-10 1.54392e-10 4.65515e-10 2.96335e-10 3.58171e-10 2.30316e-10 1.63854e-10 2.08033e-10 4.72292e-09 3.0637e-09 5.44713e-10 3.76121e-10 1.50121e-10 4.28414e-10 3.32371e-10 2.87763e-10 3.7264e-10 2.17045e-10 2.74857e-10 1.65836e-10 4.91274e-10 3.34321e-10 7.90821e-10 3.33307e-10 6.7938e-10 5.46686e-10 4.42672e-10 1.48703e-09 7.91137e-10
threshold=0.13837000000000002 -0.38516499999999992 0.0028200000000000005 0.092250000000000013 -0.069954999999999976 0.08839000000000001 -0.095909999999999981 -0.091889999999999986 -0.083284999999999984 0.091915000000000011 -0.082199999999999981 0.0044650000000000011 -0.037359999999999997 -0.12099999999999998 0.088760000000000019 -0.09095499999999998 -1.0000000180025095e-35 -0.086374999999999993 -0.076319999999999985 -0.0065099999999999993 -0.090809999999999988 -0.089519999999999988 0.088520000000000015 -0.0066799999999999993 0.10832500000000002 0.10077000000000001 -0.084509999999999988 0.11510000000000002 0.11018500000000002 -0.004174999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -4 -3 -8 9 11 -10 -9 -12 -14 15 -15 -17 -18 -19 -20 24 -22 23 -23 25 27 -26 28 -21 -29
right_child=-2 2 4 -5 -6 -7 7 8 10 -11 12 -13 13 14 -16 16 17 18 19 20 21 22 -24 -25 26 -27 -28 29 -30 -31
leaf_value=2.5627951200393991e-07 -2.6675300735708641e-07 2.9550664941360502e-07 2.5061134757261731e-07 -4.3414574736289071e-07 4.4951974173686306e-07 -2.8197205087172221e-07 -2.2848471921133042e-07 -2.8816445790961386e-09 -1.1833798960545687e-06 1.5542654038824824e-06 4.1329410216597104e-07 -5.4622661269019911e-07 2.1008497800390945e-07 3.4803308816288301e-07 -4.6559901818454823e-07 -3.4930712260461406e-07 4.2853876493609276e-07 -2.5576798166452244e-07 3.6783041178267696e-07 6.4952147008364452e-08 -4.6731155170694665e-07 5.4010160397410802e-07 -3.9971874224291208e-07 -1.5165956021562826e-08 -6.0457701067662128e-07 5.5950480257420337e-07 5.7998080347770711e-08 -5.2274778222058765e-08 -6.670768575152882e-07 8.0769073392161765e-07
leaf_weight=33 21 26 28 25 22 23 32 152 22 20 22 21 33 27 20 24 20 34 20 370 24 26 22 1901 20 27 33 23 30 20
leaf_count=33 21 26 28 25 22 23 32 152 22 20 22 21 33 27 20 24 20 34 20 370 24 26 22 1901 20 27 33 23 30 20
internal_value=0 1.80648e-09 -9.31574e-10 -4.43498e-09 1.42756e-07 1.04267e-08 -8.16668e-10 -3.43454e-09 -9.60615e-10 9.93603e-08 -8.08421e-09 -6.88368e-08 1.50648e-09 -1.88145e-09 -4.53003e-09 -1.01176e-09 -4.64484e-09 -1.42621e-09 -4.79848e-09 -1.407e-09 -4.36563e-09 -1.76367e-08 -1.20994e-08 -7.67402e-09 4.56989e-08 7.25066e-08 -1.9203e-07 4.2825e-08 1.005e-08 3.47709e-07
internal_weight=0 3100 3067 2994 73 51 2969 2943 2911 193 2718 173 2696 2674 2641 2621 2594 2570 2550 2516 2496 1973 1949 1927 523 470 53 443 400 43
internal_count=3121 3100 3067 2994 73 51 2969 2943 2911 193 2718 173 2696 2674 2641 2621 2594 2570 2550 2516 2496 1973 1949 1927 523 470 53 443 400 43
is_linear=0
shrinkage=0.1


Tree=9051
num_leaves=31
num_cat=0
split_feature=132 15 394 1204 2 13 3 130 43 129 129 16 1212 43 16 16 1213 402 1213 15 4 15 1185 1213 1213 1213 3 0 133 133
split_gain=1.49843e-10 6.16962e-10 5.80293e-10 1.69556e-10 1.68116e-10 2.66948e-10 2.12889e-10 3.12699e-10 2.40345e-10 1.65934e-10 2.01297e-10 1.63154e-10 1.63073e-10 6.50329e-10 1.93091e-09 1.46303e-09 2.35115e-10 2.2258e-09 1.72916e-09 1.18855e-09 1.78757e-09 1.11161e-09 2.60432e-10 2.03495e-10 9.81076e-10 6.55764e-10 6.26277e-10 9.76003e-10 2.65721e-10 1.55292e-09
threshold=-0.083449999999999983 0.092400000000000024 0.12358500000000001 -0.083434999999999981 0.10467500000000002 -0.013634999999999998 -0.06977499999999999 0.087380000000000013 -0.0095349999999999983 -0.082304999999999975 -1.0000000180025095e-35 -0.084939999999999988 -0.09083999999999999 -0.0047449999999999992 -0.079504999999999978 -0.091744999999999979 -0.084619999999999987 0.11522000000000002 -0.082704999999999987 0.085730000000000015 -0.081609999999999988 0.084370000000000014 0.092170000000000016 -0.020279999999999996 -0.056829999999999992 -0.011424999999999999 -0.078344999999999984 -0.082394999999999982 -0.040449999999999993 -0.078539999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 11 7 8 -7 -5 -11 -1 13 14 -12 -15 17 19 -18 21 -21 -14 23 24 26 -25 27 -20 29 -27
right_child=2 -3 -4 9 -6 6 -8 -9 -10 10 12 -13 16 15 -16 -17 18 -19 22 20 -22 -23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=-4.333085887727369e-07 2.1476958799261461e-07 -5.4749065793657792e-07 5.1761863682548377e-07 2.3729532011688645e-07 1.7886451473714262e-07 3.310512780004778e-07 3.2806224169235067e-07 -3.7860914517295899e-07 -8.5083516978556876e-08 -2.6992777354247924e-07 -1.1496682981260167e-06 -9.2769346588952702e-08 -4.8519589578669793e-08 7.5539340581475369e-07 1.1883178584544871e-07 -2.4336609211094252e-07 -9.2849277336881638e-07 1.1071974807919105e-06 -3.6192632974647996e-07 -7.8918502050366133e-07 2.3802498025915499e-07 9.1394691736468314e-07 -3.5439296354411458e-07 -5.415533616376871e-07 7.3795079887614441e-07 1.4664404121401051e-08 -4.3167690432710518e-07 4.7915745255977531e-07 -4.9310498406755807e-09 7.7886485001954491e-07
leaf_weight=24 37 25 22 29 35 23 20 20 35 28 20 34 30 22 30 44 20 20 22 36 32 20 20 22 22 234 25 37 2103 30
leaf_count=24 37 25 22 29 35 23 20 20 35 28 20 34 30 22 30 44 20 20 22 36 32 20 20 22 22 234 25 37 2103 30
internal_value=0 -8.03484e-08 5.98217e-09 2.07791e-09 -1.92041e-08 -6.36426e-08 3.6993e-08 -3.76401e-08 7.99355e-08 -6.87234e-10 -3.13718e-09 -2.33682e-07 -4.58751e-10 -1.16533e-07 -3.88568e-07 8.95537e-08 4.57853e-09 1.31692e-07 -2.34123e-09 -3.36484e-08 -3.05792e-07 3.36467e-07 5.02379e-09 7.90488e-09 1.43485e-07 1.88918e-09 -1.2208e-08 1.65533e-07 6.94019e-09 1.01505e-07
internal_weight=0 216 2905 2883 191 156 98 78 58 2846 2817 58 2789 116 50 66 2673 138 2535 118 68 50 2515 2495 106 2389 84 59 2367 264
internal_count=3121 216 2905 2883 191 156 98 78 58 2846 2817 58 2789 116 50 66 2673 138 2535 118 68 50 2515 2495 106 2389 84 59 2367 264
is_linear=0
shrinkage=0.1


Tree=9052
num_leaves=31
num_cat=0
split_feature=44 158 158 159 1 159 13 159 15 159 1447 160 0 4 481 133 403 403 403 1210 481 1456 481 1453 483 43 47 0 47 3
split_gain=1.43599e-10 5.4008e-10 2.00587e-10 1.93285e-10 1.23749e-09 4.94731e-09 2.28764e-09 1.22361e-09 7.07798e-10 6.60126e-10 2.53389e-10 4.27308e-10 1.48394e-09 4.19692e-10 2.63428e-10 1.80559e-09 5.67767e-10 2.85155e-10 3.24026e-10 2.64676e-10 2.5224e-10 2.51042e-10 4.68722e-10 2.72278e-10 2.9503e-10 8.98985e-10 3.48136e-10 1.27925e-09 4.75616e-09 1.91342e-09
threshold=0.099360000000000018 -0.47356499999999996 -0.46695499999999995 -0.092414999999999983 0.092945000000000014 -0.10909999999999999 -0.07965499999999999 -0.088494999999999976 0.11657500000000001 -0.08569499999999998 -0.086359999999999978 -0.54913999999999985 -0.085804999999999979 -0.064804999999999988 -0.087424999999999989 0.081415000000000015 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 -0.3960249999999999 -0.081834999999999977 0.11772000000000001 -0.07496499999999999 0.087225000000000011 -0.088629999999999987 -0.077824999999999991 0.092165000000000011 -0.10224499999999999 0.10670500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 -6 -5 -4 -9 13 12 -12 -11 15 -13 -16 -18 -19 -20 -21 22 -22 24 25 -24 -26 28 -28 -29
right_child=-2 2 3 7 6 -7 -8 9 -10 10 11 14 -14 -15 16 -17 17 18 19 20 21 -23 23 -25 26 -27 27 29 -30 -31
leaf_value=4.4750995626869824e-07 -2.0749098831284947e-07 -2.5901231538227875e-07 9.288301266637452e-08 -7.6644731463948985e-07 -1.1614245434543591e-06 1.4728684538601591e-06 1.5401992750587222e-07 5.1129755479450981e-07 -5.2474715259805913e-07 -5.7865613655394555e-07 -2.6241249780799662e-07 2.1161824180712519e-07 9.1281246157103897e-07 6.9180066617491322e-08 4.3858084323205578e-07 -9.1096636095778154e-07 -3.4945018188755248e-07 3.9778967163783819e-07 -3.43989886855327e-07 -3.5696109023319878e-07 4.7348864828087423e-07 -2.8796999816430951e-07 1.1454641932257599e-07 3.4927047972194656e-07 1.463988635549034e-08 -6.4095598811978305e-07 -1.7759343171519506e-06 -9.4766662073197949e-08 5.4017443144333328e-08 8.8185735886208545e-07
leaf_weight=27 33 30 96 21 20 27 39 25 23 20 22 38 21 20 29 23 24 20 23 20 21 30 36 22 2134 28 20 157 49 23
leaf_count=27 33 30 96 21 20 27 39 25 23 20 22 38 21 20 29 23 24 20 23 20 21 30 36 22 2134 28 20 157 49 23
internal_value=0 2.22293e-09 -1.70479e-09 8.41965e-10 9.46016e-08 2.50788e-07 -2.91893e-07 -5.95942e-09 -2.64909e-08 -2.65929e-10 -4.86632e-09 -1.21856e-09 3.11535e-07 -2.54738e-07 -6.20498e-09 -2.11651e-07 -1.45072e-09 -6.34559e-09 -3.15762e-09 -6.28636e-09 -3.22841e-09 -4.2101e-10 3.04344e-09 -9.57921e-10 -4.10668e-09 -2.15986e-07 1.58373e-09 -1.10311e-07 -4.76403e-07 3.00242e-08
internal_weight=0 3088 3061 3031 205 146 59 2826 119 2805 2780 2740 43 40 2697 61 2636 2607 2583 2563 2540 2520 2490 2469 2447 64 2383 249 69 180
internal_count=3121 3088 3061 3031 205 146 59 2826 119 2805 2780 2740 43 40 2697 61 2636 2607 2583 2563 2540 2520 2490 2469 2447 64 2383 249 69 180
is_linear=0
shrinkage=0.1


Tree=9053
num_leaves=31
num_cat=0
split_feature=472 1429 1425 52 2 3 16 3 12 0 2 4 1454 52 52 13 133 15 1456 3 13 159 160 4 0 1 52 4 15 52
split_gain=1.35097e-10 2.50513e-10 1.52624e-10 1.73485e-10 4.89242e-10 4.88855e-10 1.39983e-10 4.91409e-10 1.08471e-09 1.64387e-09 9.49283e-10 6.93998e-10 7.04795e-10 4.26592e-10 1.06456e-09 3.79775e-10 1.2157e-09 6.3693e-10 7.71668e-10 8.81199e-10 1.27081e-09 4.83478e-10 9.08129e-10 6.51011e-10 7.51556e-10 3.7083e-10 3.51638e-10 3.31567e-10 2.72583e-10 8.78467e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.10034500000000002 -0.55692499999999978 0.10527500000000002 -0.086274999999999977 0.054560000000000004 -0.094874999999999987 0.089625000000000024 -0.064754999999999993 0.10444500000000002 -0.51843499999999987 0.084535000000000013 -0.23375999999999997 -0.16675999999999999 -0.070304999999999992 0.098785000000000012 -0.09095499999999998 -0.079429999999999987 -0.06977499999999999 -0.077799999999999994 0.10545500000000001 -0.085834999999999981 0.056795000000000005 -0.050684999999999994 0.085110000000000005 -0.081934999999999994 -0.031404999999999995 0.12044500000000001 0.23074000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 13 8 10 -10 -8 -9 15 -5 -15 16 17 -13 -19 20 -20 22 -17 25 -25 27 -11 -24 -16 -30
right_child=1 2 -4 6 -6 -7 7 11 9 26 -12 12 -14 14 28 21 -18 18 19 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-2.363367940461103e-07 3.3063680998887562e-07 -3.6070509003913931e-07 -2.4188093841705553e-07 -4.2060665912873922e-07 5.7490929009418331e-07 2.7978507136393862e-07 1.0246539216639481e-07 -6.7529219766271358e-07 1.1589876737616579e-06 -1.5887510934825749e-07 -7.4868273912898076e-07 -4.7147919554357003e-07 -6.352110397805129e-07 7.2099892945299787e-07 3.4936457281935719e-10 7.4254718771982199e-07 -7.6565557178667043e-07 -3.8945759196654511e-07 9.9558592173328501e-07 -2.3808569718030101e-07 5.0814904243777298e-08 -3.7972093457977718e-07 -8.0976699093428453e-08 7.8850286868714656e-07 -3.8931469495527503e-08 8.1276283143995257e-08 3.9434777932001452e-07 -5.6974343712444475e-07 -4.3520637471078244e-08 7.5868161900416461e-07
leaf_weight=24 23 22 26 23 20 26 38 20 20 27 20 27 21 21 2333 20 27 28 24 29 35 23 35 21 23 59 20 23 43 20
leaf_count=24 23 22 26 23 20 26 38 20 20 27 20 27 21 21 2333 20 27 28 24 29 35 23 35 21 23 59 20 23 43 20
internal_value=0 1.83635e-09 -6.23775e-10 1.43419e-09 1.59369e-07 -1.37729e-08 -2.16969e-09 -4.82407e-08 1.25577e-07 3.99658e-07 -1.91034e-07 -1.00595e-07 -7.14969e-08 8.02637e-09 1.21052e-08 -3.98445e-08 -1.50231e-07 -3.40325e-08 6.77869e-08 2.13274e-07 4.35129e-07 5.21447e-08 1.07023e-07 2.80755e-08 3.5598e-07 -9.52392e-08 7.65389e-08 -2.74798e-07 5.89203e-09 2.11147e-07
internal_weight=0 3097 3074 3048 68 48 2980 540 125 67 58 415 395 2440 2417 374 170 143 116 88 59 204 181 161 44 117 47 58 2396 63
internal_count=3121 3097 3074 3048 68 48 2980 540 125 67 58 415 395 2440 2417 374 170 143 116 88 59 204 181 161 44 117 47 58 2396 63
is_linear=0
shrinkage=0.1


Tree=9054
num_leaves=31
num_cat=0
split_feature=1429 156 105 34 10 4 1 12 34 9 2 16 46 156 11 4 0 4 3 3 0 159 1 1429 13 159 15 151 4 4
split_gain=1.68952e-10 3.97098e-10 1.33827e-10 2.44111e-10 2.14341e-10 1.79102e-09 4.31509e-09 1.63847e-09 3.05864e-10 2.4572e-10 6.9566e-10 6.81386e-10 1.8963e-10 5.75674e-10 2.87871e-10 1.14451e-09 6.77947e-10 6.45827e-10 6.12138e-10 7.43419e-10 4.50456e-10 1.01465e-09 1.46483e-09 2.69859e-10 2.40226e-10 8.27804e-10 1.61981e-09 4.78499e-10 2.40522e-10 9.1119e-10
threshold=-0.23752499999999996 0.32523500000000005 0.079510000000000011 -0.08786999999999999 -0.011559999999999999 0.053180000000000012 0.107145 -0.07415999999999999 -0.057544999999999992 0.088235000000000022 -1.0000000180025095e-35 -0.39185999999999993 0.10253500000000002 -0.14734999999999998 0.093740000000000018 -0.17966999999999997 0.11070500000000001 -0.51843499999999987 -0.24190499999999995 -0.10519499999999998 -0.0058249999999999994 0.10545500000000001 0.096125000000000016 -0.092414999999999983 -0.17933499999999997 0.085240000000000024 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.08835999999999998 -0.086849999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -7 -6 10 -10 -11 13 -12 16 -16 17 -15 -18 -20 23 22 -22 -19 25 26 -25 -27 -26 -30
right_child=1 -3 -4 4 8 7 -8 -9 9 11 12 -13 -14 14 15 -17 18 20 19 -21 21 -23 -24 24 28 27 -28 -29 29 -31
leaf_value=-2.7613968169052073e-07 3.1870770934953421e-07 4.4611181124309954e-07 -2.2257647911087758e-07 -1.7054526858828466e-06 3.1090877232742288e-07 -2.1447444554313835e-07 1.7856124259196804e-07 9.5402365440393279e-07 4.7479289081263317e-07 1.4155091228620065e-07 5.3551561926212801e-07 -6.4630963319835983e-07 -2.7570795408848881e-07 -4.4053181277510756e-07 -8.0451623954927315e-07 1.5803838709397648e-07 -5.2152096434851694e-08 -3.5801793814016496e-07 9.7179366946420494e-07 1.9460105780133576e-07 9.556885737342312e-07 -3.3177642028872273e-07 -4.9412217826972572e-08 -3.3254990707418564e-08 -1.1679933487079342e-07 -2.0904372995289581e-07 -1.1047208829495503e-06 4.3137970077314749e-07 4.2272909274251227e-07 -8.4871151292039338e-10
leaf_weight=22 24 20 27 20 32 28 31 21 31 23 20 21 25 34 21 30 34 22 20 32 29 23 29 43 163 20 21 28 52 2175
leaf_count=22 24 20 27 20 32 28 31 21 31 23 20 21 25 34 21 30 34 22 20 32 29 23 29 43 163 20 21 28 52 2175
internal_value=0 1.96351e-09 -9.21509e-10 1.0394e-09 -1.47845e-09 -1.45444e-07 -5.60268e-07 2.8631e-07 3.43842e-09 4.09587e-11 3.65899e-09 -2.34473e-07 -1.5183e-09 9.33321e-10 -2.91814e-09 -2.38308e-07 1.48732e-09 -7.51686e-09 2.7779e-07 4.93521e-07 -1.86522e-09 2.30261e-07 4.53138e-07 -9.31461e-09 -6.24847e-09 -1.49387e-07 -3.8483e-07 1.64537e-07 4.59278e-10 9.04174e-09
internal_weight=0 3099 3079 3052 3028 100 51 49 2928 2896 2852 44 2821 2796 2776 51 2725 2639 86 52 2605 81 58 2524 2502 112 64 48 2390 2227
internal_count=3121 3099 3079 3052 3028 100 51 49 2928 2896 2852 44 2821 2796 2776 51 2725 2639 86 52 2605 81 58 2524 2502 112 64 48 2390 2227
is_linear=0
shrinkage=0.1


Tree=9055
num_leaves=31
num_cat=0
split_feature=472 156 1429 474 1428 475 12 51 132 1204 1 130 1209 43 16 16 42 133 133 15 42 15 160 4 42 1 403 13 50 50
split_gain=1.61998e-10 2.39238e-10 2.49289e-10 4.4672e-10 1.55942e-10 2.27914e-10 1.59333e-10 9.26e-10 6.95991e-10 5.83224e-09 5.18707e-09 1.63487e-09 6.99258e-10 1.18519e-09 6.41416e-10 1.6661e-09 1.40806e-09 9.45872e-10 2.45473e-09 1.70165e-09 4.01895e-09 1.59555e-09 1.16727e-09 8.82728e-10 6.48688e-10 7.04996e-10 6.3663e-10 6.08907e-10 6.13922e-10 8.69088e-10
threshold=-0.38234499999999999 0.14862 0.12387000000000002 -0.23025999999999996 -0.020064999999999996 0.12365000000000002 0.090545000000000014 -0.42247999999999991 -0.083284999999999984 -0.079179999999999987 0.089475000000000013 0.096010000000000012 -0.065739999999999979 -0.040344999999999992 0.15891500000000003 0.23311500000000004 -0.085874999999999993 0.091935000000000003 0.068115000000000023 0.11773500000000002 0.093175000000000022 0.11461000000000002 -0.40698999999999991 -0.053309999999999989 0.095185000000000006 0.094220000000000012 -0.5335399999999999 -0.090204999999999994 0.10156500000000002 0.13767000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 10 -10 11 -8 13 -11 17 -16 -17 18 19 21 -21 24 -19 -18 27 -26 -9 -14 -29 -30
right_child=1 -3 -4 4 5 -7 8 26 9 12 -12 -13 14 -15 15 16 23 22 -20 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-2.5879982198754682e-07 4.3186412893210973e-07 3.4675233195002876e-07 -3.4359372253198844e-07 -2.2085706419261442e-07 6.6071389400431974e-07 3.2935475644535475e-07 -9.6831516451683924e-07 4.0814808215098965e-07 -1.7481749844705517e-06 1.2518157774366045e-07 1.4268746721331109e-06 9.6539266459177752e-08 5.9798750434936215e-07 -9.5044514771930601e-07 -1.0043995474905473e-06 -8.2989412248934973e-07 5.1047103344359357e-07 -7.7283494164248629e-07 1.1387695540475841e-06 -1.4824337907529381e-06 3.09949460047235e-07 9.7940064963159501e-07 -4.0545585672567991e-08 -7.9619873605638467e-08 -4.697494712924733e-07 1.518385165550424e-07 -4.0110386727048494e-11 2.67407038200357e-08 7.3300160078236907e-07 -8.9926968322678086e-08
leaf_weight=24 24 20 21 32 22 21 21 39 20 20 26 46 30 21 21 21 32 24 23 22 29 22 234 122 37 36 1884 173 33 21
leaf_count=24 24 20 21 32 22 21 21 39 20 20 26 46 30 21 21 21 32 24 23 22 29 22 234 122 37 36 1884 173 33 21
internal_value=0 2.01093e-09 -2.29831e-10 2.12967e-09 -1.27192e-09 1.07032e-09 -1.24387e-09 1.56185e-08 -3.29627e-08 -5.87549e-08 2.2801e-07 -2.37221e-07 -2.20682e-08 -4.25749e-07 -3.26035e-09 -1.62749e-07 -6.17504e-08 4.24409e-08 1.33956e-07 7.66095e-08 -4.63235e-07 1.54826e-07 -1.08666e-07 4.29964e-08 9.9854e-08 -1.63213e-07 8.23828e-09 1.74577e-07 1.1862e-07 4.12974e-07
internal_weight=0 3097 3077 3056 3032 3000 2979 1945 1034 941 93 67 921 41 880 196 175 684 426 403 51 352 258 154 330 73 1923 257 227 54
internal_count=3121 3097 3077 3056 3032 3000 2979 1945 1034 941 93 67 921 41 880 196 175 684 426 403 51 352 258 154 330 73 1923 257 227 54
is_linear=0
shrinkage=0.1


Tree=9056
num_leaves=31
num_cat=0
split_feature=132 132 15 0 13 16 1204 42 130 2 4 4 1373 1371 48 16 13 120 39 1374 48 42 42 160 15 1 1 2 2 43
split_gain=1.74411e-10 5.0779e-10 4.96999e-10 2.04994e-10 2.73219e-10 3.02732e-10 1.99796e-10 1.68459e-10 2.29899e-10 1.59362e-10 1.43481e-10 5.36233e-10 6.97242e-10 1.08532e-09 9.63366e-10 5.34121e-10 5.17845e-10 7.73493e-10 1.61931e-09 5.17472e-10 4.27829e-10 4.53901e-10 1.0759e-09 9.8791e-10 9.32353e-10 1.02639e-09 9.0818e-09 5.93572e-09 1.42716e-09 9.67772e-10
threshold=-0.083449999999999983 -0.076764999999999986 0.092400000000000024 -0.10224499999999999 -0.013634999999999998 -0.046599999999999996 -0.083434999999999981 -0.021469999999999996 0.08610000000000001 0.089725000000000013 -0.011559999999999999 -0.010384999999999998 0.081220000000000014 0.083235000000000017 0.090225000000000014 -0.18708499999999997 0.24813000000000004 0.084740000000000024 0.12240500000000001 0.085820000000000021 -0.09386499999999999 0.087195000000000009 0.08623500000000002 -0.077849999999999989 -1.0000000180025095e-35 0.092695000000000013 0.097115000000000021 0.083385000000000015 0.085045000000000023 -0.095589999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -3 8 -6 -10 15 -12 13 16 -14 -8 17 18 20 -17 -13 22 24 -24 25 27 -27 -22 -29 -30
right_child=1 6 -4 4 7 -7 10 -9 9 -11 11 12 14 -15 -16 19 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=2.6295938572015335e-07 4.6453289783698895e-07 2.3352338187861108e-07 -5.059533216353884e-07 -4.4323164329088372e-07 -2.8362826058049719e-07 1.8103287516169075e-08 -5.3398430708284652e-07 1.9762678307046912e-07 -8.7355871951462382e-08 2.8810975067017358e-07 3.897514925454697e-07 -4.4231498861790898e-07 -8.9035170503848358e-07 5.7619776790878476e-07 4.9374846611272008e-08 -7.1559897817559854e-09 -4.2184614193906277e-07 -5.7986048020774484e-07 9.0251170955671765e-07 -5.0694019357760709e-07 -1.7134197165737739e-06 -6.3000059094220938e-08 3.2614607690106827e-08 9.8423663065598057e-07 3.6903072647289183e-07 2.1869635021687374e-06 -2.8233826777599159e-08 7.6667926795049767e-07 4.3951920876139643e-07 -1.4974565142775074e-07
leaf_weight=21 24 37 25 33 29 25 20 37 26 20 39 20 20 35 24 1536 27 21 21 21 22 380 20 24 76 20 248 22 32 216
leaf_count=21 24 37 25 33 29 25 20 37 26 20 39 20 20 35 24 1536 27 21 21 21 22 380 20 24 76 20 248 22 32 216
internal_value=0 6.45979e-09 -8.66798e-08 -3.18011e-08 -6.82126e-08 -2.4438e-07 2.64383e-09 2.30171e-08 -6.31237e-08 7.58901e-08 -3.59873e-10 2.46989e-08 1.31052e-08 2.76311e-08 -3.77774e-07 -2.04927e-08 1.09211e-08 2.13353e-08 3.28022e-08 -1.38968e-08 1.58912e-08 2.45366e-08 7.34542e-08 5.51681e-07 4.03693e-08 -4.23474e-09 1.37079e-07 -1.33934e-07 -5.23519e-09 -7.37115e-08
internal_weight=0 2905 216 191 170 58 2881 112 75 46 2844 1267 1228 1184 44 1577 1149 1122 1101 1557 1080 1060 680 44 636 560 268 292 270 248
internal_count=3121 2905 216 191 170 58 2881 112 75 46 2844 1267 1228 1184 44 1577 1149 1122 1101 1557 1080 1060 680 44 636 560 268 292 270 248
is_linear=0
shrinkage=0.1


Tree=9057
num_leaves=31
num_cat=0
split_feature=130 40 12 142 15 11 34 13 34 30 9 13 10 1 2 147 147 483 158 48 153 147 40 4 16 4 12 3 456 160
split_gain=1.50387e-10 2.96776e-10 1.61506e-10 5.22385e-10 4.26667e-10 2.63211e-10 2.52033e-10 3.90788e-10 2.45796e-10 7.67596e-10 6.35872e-10 1.12795e-09 6.19802e-10 1.36478e-09 2.43895e-10 2.20029e-10 2.33799e-10 2.88077e-10 3.42837e-10 2.50797e-10 2.1915e-10 2.03342e-10 1.91199e-10 2.43596e-10 5.78339e-10 4.49746e-10 1.47523e-09 1.66215e-09 1.43659e-09 1.60623e-09
threshold=-0.23647499999999996 -0.23755499999999996 0.12757000000000002 -0.057499999999999989 -0.059484999999999989 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.087020000000000014 0.091600000000000015 -0.0062949999999999994 -0.0093599999999999985 0.11829500000000003 -0.055814999999999997 0.099730000000000027 0.093875000000000014 -0.47181499999999993 0.13374000000000003 -0.089814999999999992 1.0000000180025095e-35 0.08789000000000001 0.10214500000000001 -0.012164999999999999 -0.15241499999999997 -0.0078799999999999981 0.083715000000000026 -0.086424999999999988 0.041000000000000002 -0.075414999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -5 7 -7 9 -8 12 -12 13 -10 -14 16 17 -16 19 -19 21 22 23 24 -21 26 -25 -28 29 -29
right_child=1 2 4 5 -6 6 8 -9 10 -11 11 -13 14 -15 15 -17 -18 18 -20 20 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-2.7333198488577181e-07 3.31856219620224e-07 4.7687981276320228e-07 -5.2723325871912023e-07 -3.4614172518972327e-07 2.9401069738810296e-08 8.8971109913803636e-08 7.0449067578692849e-07 -4.788024326187581e-07 9.9463691896062309e-07 -9.5298638077186614e-08 1.3608037676249297e-07 -9.2596909610165309e-07 -3.1704628504769517e-07 -7.9144580005394644e-08 3.2221778697914616e-07 2.8718885066272957e-07 -3.0409404439524227e-07 2.5468934537888675e-07 -4.0267323724730798e-07 -4.8498648076006775e-07 -2.9543794497044476e-07 -2.7619005333707927e-07 -2.4196162463164416e-07 7.7456018289012728e-07 -9.2696438650704824e-09 1.9431883090094617e-08 -4.9152282104049131e-07 1.3328900384124153e-06 -2.958946281424964e-07 8.0697946898345398e-08
leaf_weight=20 27 23 21 22 40 22 20 27 20 30 20 20 24 29 28 27 25 39 21 26 25 26 31 35 1495 875 39 20 23 21
leaf_count=20 27 23 21 22 40 22 20 27 20 30 20 20 24 29 28 27 25 39 21 26 25 26 31 35 1495 875 39 20 23 21
internal_value=0 1.76515e-09 -1.13416e-09 2.12727e-09 -1.62227e-07 -1.52468e-09 1.02976e-09 -2.23884e-07 4.80529e-09 2.24617e-07 9.74479e-10 -3.94944e-07 6.57248e-09 3.59134e-07 3.58277e-10 3.12232e-09 3.11844e-10 3.12625e-09 -2.12528e-10 2.97078e-09 -7.81908e-10 2.06116e-09 4.88164e-09 7.90143e-09 -1.74016e-08 4.58934e-08 2.13675e-07 2.30824e-08 3.3667e-07 6.91523e-07
internal_weight=0 3101 3074 3013 61 2990 2968 49 2919 50 2869 40 2829 49 2780 2756 2729 2704 2676 2655 2616 2591 2565 2534 1521 1013 138 103 64 41
internal_count=3121 3101 3074 3013 61 2990 2968 49 2919 50 2869 40 2829 49 2780 2756 2729 2704 2676 2655 2616 2591 2565 2534 1521 1013 138 103 64 41
is_linear=0
shrinkage=0.1


Tree=9058
num_leaves=31
num_cat=0
split_feature=12 130 147 147 150 160 448 150 39 123 16 0 484 484 49 133 133 150 1429 4 42 484 482 4 15 484 3 1 16 10
split_gain=1.4943e-10 2.98311e-10 1.73709e-10 3.23429e-10 2.15138e-10 9.56855e-10 3.67969e-10 4.46295e-10 2.40889e-10 2.74245e-10 2.70974e-10 2.16149e-10 2.29767e-10 7.68274e-10 7.2581e-10 1.98778e-09 3.33903e-09 1.16671e-09 5.00368e-10 1.12256e-09 4.84515e-10 4.28782e-10 3.89678e-10 3.8891e-10 5.14788e-10 6.33072e-10 4.04224e-10 3.20438e-10 6.67977e-10 4.13892e-10
threshold=0.23631000000000002 -0.22461999999999996 0.11204500000000002 0.099730000000000027 0.12640500000000002 -0.073679999999999982 1.0000000180025095e-35 0.11989500000000002 0.11365500000000002 0.11679000000000002 0.0057500000000000008 -0.26343999999999995 0.073690000000000019 0.058970000000000009 0.11475 0.088525000000000006 0.091250000000000012 0.10314000000000002 -0.026244999999999997 -0.35136499999999998 0.087405000000000024 0.044540000000000003 0.11191500000000001 -0.081714999999999996 -0.015744999999999999 0.095680000000000015 -0.082689999999999986 0.13820500000000002 -0.25582999999999995 0.0036750000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 8 9 11 -10 -3 13 21 15 17 -17 18 -14 -20 23 22 27 -21 25 -25 -27 29 -29 -13
right_child=-2 2 -4 -5 5 -7 -8 -9 10 -11 -12 12 14 -15 -16 16 -18 -19 19 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=3.3282610566495215e-07 -2.5395181847650987e-07 3.148583307289631e-07 -2.9477513660225444e-07 3.6655283022213328e-07 2.2531693630867269e-07 -6.326122511032177e-07 3.8356040568032767e-07 -4.7249315791475512e-07 -1.9270591488132216e-08 3.4931708376501301e-07 -4.7816188852452384e-07 -4.6238989652654071e-09 -3.4974069626514396e-07 -6.1285272804092358e-07 5.2977313940161259e-07 -1.4327579623588225e-06 2.3678204968291542e-07 8.50645346872625e-07 8.1817342217640372e-07 -3.9357530212669189e-07 3.787909905115059e-07 4.5571315126835549e-07 -3.8699794794604684e-07 -4.1798138675624842e-07 3.0499743382845238e-07 -2.5911264003752879e-07 2.9149397477112872e-07 -5.7344339057389483e-07 4.1375668576070303e-08 2.9208422631654689e-07
leaf_weight=27 23 22 20 24 26 26 25 20 31 23 22 2289 25 21 32 23 25 21 21 24 37 20 27 37 49 20 40 30 43 48
leaf_count=27 23 22 20 24 26 26 25 20 31 23 22 2289 25 21 32 23 25 21 21 24 37 20 27 37 49 20 40 30 43 48
internal_value=0 1.88381e-09 -1.02581e-09 8.9978e-10 -1.99935e-09 -2.03648e-07 1.52526e-09 -1.71233e-09 1.50119e-09 5.39292e-09 -2.09754e-07 2.62129e-09 1.95715e-10 -1.05701e-08 7.55567e-08 3.04172e-08 -5.63206e-07 1.3441e-07 7.49591e-08 1.21527e-07 5.08528e-08 -5.42242e-09 -9.20688e-09 -2.0522e-08 4.08018e-08 -9.26578e-08 1.07958e-07 -4.97436e-09 -2.1129e-07 1.47023e-09
internal_weight=0 3098 3071 3051 3027 52 2975 2950 2930 2877 53 2854 2832 2478 354 322 48 274 253 228 207 2457 2437 170 146 97 60 2410 73 2337
internal_count=3121 3098 3071 3051 3027 52 2975 2950 2930 2877 53 2854 2832 2478 354 322 48 274 253 228 207 2457 2437 170 146 97 60 2410 73 2337
is_linear=0
shrinkage=0.1


Tree=9059
num_leaves=31
num_cat=0
split_feature=130 4 34 34 97 9 3 9 159 44 45 1348 448 447 448 2 129 2 128 15 2 1213 13 43 394 4 132 1211 0 42
split_gain=1.53712e-10 2.79954e-10 1.39046e-10 2.15978e-10 1.32366e-09 5.95411e-10 1.49568e-09 4.08295e-10 3.65696e-10 2.07731e-10 4.7638e-10 1.39627e-10 2.5384e-10 1.86278e-10 1.87024e-10 4.18589e-10 1.73696e-10 7.57211e-10 4.39454e-10 4.16595e-10 1.06983e-09 9.93877e-10 8.15227e-10 4.20804e-10 3.34706e-10 2.69983e-10 1.06389e-09 5.08132e-09 4.46331e-09 8.11618e-10
threshold=-0.23647499999999996 0.63113500000000011 -0.112215 -0.057544999999999992 -0.079444999999999988 0.091600000000000015 -0.13309499999999996 0.082870000000000013 0.078675000000000009 0.099360000000000018 0.082470000000000016 0.095915000000000014 0.056825000000000007 0.091515000000000013 -0.083359999999999976 0.089005000000000015 0.085135000000000016 0.083385000000000015 0.10614000000000001 -0.068899999999999975 0.094565000000000024 -1.0000000180025095e-35 0.0015850000000000003 -0.010739999999999998 -0.12099999999999998 -0.078629999999999992 -0.083284999999999984 0.11048500000000001 -0.082284999999999983 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 7 -7 9 -4 10 11 12 13 14 15 -5 24 -18 19 22 21 -21 -19 -23 -16 26 28 29 -26 -28
right_child=1 -3 3 5 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 16 -17 17 18 -20 20 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-2.763475822575856e-07 -2.2307034766656997e-07 3.0078061121046986e-07 -3.7791298197475957e-07 -1.1799477692063323e-07 7.9856423652650524e-07 2.7017494439007803e-07 -9.0073940803847565e-07 4.414629577200101e-07 1.6340543573060511e-07 -2.5854405563560222e-07 4.8805722585143485e-07 -2.6499232543386595e-07 3.5515996330559576e-07 -2.544971009840459e-07 2.8373467686704821e-07 4.9951888416528518e-07 4.9434924462914483e-07 1.3202663707454819e-07 -3.7327754335415702e-07 -6.2653447656657597e-07 6.5949207399888005e-07 -1.3253094323317784e-07 -5.5745770210975296e-07 4.7265953232003657e-07 -2.8606366285197422e-07 7.3476222585870589e-09 -1.2224775300723615e-07 -1.5605076342857818e-06 1.4795491965328853e-06 1.102040927179099e-07
leaf_weight=20 28 31 26 21 23 20 24 21 24 31 20 20 20 29 38 23 37 47 27 20 33 20 27 27 41 1677 483 23 22 218
leaf_count=20 28 31 26 21 23 20 24 21 24 31 20 20 20 29 38 23 37 47 27 20 33 20 27 27 41 1677 483 23 22 218
internal_value=0 1.77378e-09 -1.24551e-09 7.96275e-10 1.70726e-07 -3.38185e-09 -3.68506e-07 2.11061e-09 -1.1808e-07 -1.06652e-09 1.71169e-09 -1.69767e-09 1.61098e-10 -2.36289e-09 2.63509e-10 2.04796e-07 -3.02096e-09 7.86137e-08 2.08526e-09 6.03312e-08 1.93437e-07 -3.6112e-08 -1.19542e-07 2.15132e-07 -1.07864e-08 -1.53285e-08 -6.36485e-08 -9.79459e-08 3.305e-07 -4.99589e-08
internal_weight=0 3101 3070 3042 73 2969 44 2925 50 2904 2873 2853 2833 2813 2784 44 2740 238 201 174 100 67 74 47 2502 2464 787 724 63 701
internal_count=3121 3101 3070 3042 73 2969 44 2925 50 2904 2873 2853 2833 2813 2784 44 2740 238 201 174 100 67 74 47 2502 2464 787 724 63 701
is_linear=0
shrinkage=0.1


Tree=9060
num_leaves=31
num_cat=0
split_feature=132 1185 15 1204 1211 448 0 51 4 4 13 52 51 160 47 1452 159 0 52 52 52 403 131 480 13 483 12 16 158 16
split_gain=1.60909e-10 6.02957e-10 4.05304e-10 2.19744e-10 1.97045e-10 1.46414e-10 2.73121e-10 1.40564e-10 5.5578e-10 6.72589e-10 6.26213e-10 5.17578e-10 3.56121e-10 3.08503e-10 2.53228e-10 2.40594e-10 2.74538e-10 7.12379e-10 3.77764e-10 1.69896e-09 9.35698e-10 8.76242e-10 8.97029e-10 2.48142e-09 2.47795e-09 5.53971e-10 1.04898e-09 1.4506e-09 1.33285e-09 6.96938e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 -0.081664999999999988 0.088310000000000013 0.068920000000000023 -0.26343999999999995 0.11444000000000001 0.033845000000000007 -0.00059999999999999995 0.10002500000000002 -0.049749999999999996 0.10994000000000002 -0.4136149999999999 0.094460000000000002 0.11396500000000002 -0.45371999999999996 -0.077809999999999976 0.10160000000000001 0.096795000000000006 0.10611000000000001 -0.44023999999999991 0.09055500000000001 0.10742500000000001 -0.081029999999999977 0.10143000000000001 0.083715000000000026 -0.029084999999999996 0.088055000000000008 -0.5009849999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 -1 6 -5 12 9 10 11 -9 15 -13 -15 16 17 -8 19 -18 -20 -22 23 25 -24 26 27 29 -28 -23
right_child=1 3 -4 5 -6 -7 7 8 -10 -11 -12 13 -14 14 -16 -17 18 -19 20 -21 21 22 24 -25 -26 -27 28 -29 -30 -31
leaf_value=1.539193249300297e-09 5.4017449212464962e-07 2.1683950999407357e-07 -4.6134964327393396e-07 2.8673670623323815e-07 -3.1599102654085571e-07 -2.7078590619566967e-07 6.6130357936344811e-08 -3.6001176368927194e-07 -3.107196747468181e-07 5.881672767953143e-07 5.618550704985144e-07 -1.5469202525745612e-07 -4.0063508035730239e-07 4.1134976727870009e-07 -3.7083559050188348e-08 3.0332369894381378e-07 -9.614664408289431e-09 -6.4123212363635209e-07 5.9826888306443755e-07 -8.230140930611295e-07 -5.5550697593191773e-07 -1.7813849344867395e-07 -1.1262998809919672e-06 1.22664946019313e-06 3.3419154863605192e-07 -4.106197256316012e-07 1.3938357405152148e-07 -9.1428240192925622e-07 9.5573181747946969e-07 5.5115819495910047e-07
leaf_weight=175 21 47 25 33 22 20 35 34 31 29 21 30 23 34 20 25 2079 24 33 26 23 38 21 20 26 22 120 20 24 20
leaf_count=175 21 47 25 33 22 20 35 34 31 29 21 30 23 34 20 25 2079 24 33 26 23 38 21 20 26 22 120 20 24 20
internal_value=0 6.28099e-09 -8.20549e-08 2.38531e-09 -3.3921e-08 -1.17504e-09 7.43219e-10 -2.65411e-09 7.83244e-08 1.50112e-07 5.87195e-08 -3.08215e-08 -8.90255e-09 1.02422e-07 2.45263e-07 -5.37757e-09 -8.42677e-09 -2.2161e-07 -3.33866e-09 -1.96614e-08 9.02836e-08 4.00935e-08 8.41411e-08 1.558e-07 -3.18368e-07 6.80255e-08 1.15459e-07 -1.79894e-07 2.75442e-07 7.33431e-08
internal_weight=0 2899 222 2878 197 2831 2811 2778 199 168 139 118 2579 84 54 2556 2531 59 2472 2105 367 334 311 264 47 244 222 78 144 58
internal_count=3121 2899 222 2878 197 2831 2811 2778 199 168 139 118 2579 84 54 2556 2531 59 2472 2105 367 334 311 264 47 244 222 78 144 58
is_linear=0
shrinkage=0.1


Tree=9061
num_leaves=31
num_cat=0
split_feature=12 130 147 142 11 10 0 15 52 9 147 1348 15 48 15 150 48 150 13 13 0 52 16 15 16 16 42 0 42 1374
split_gain=1.43544e-10 2.55542e-10 1.41035e-10 3.13903e-10 2.40349e-10 2.34558e-10 1.9136e-09 2.90169e-09 1.40797e-09 3.03636e-10 2.0765e-10 2.49743e-10 2.23806e-10 1.67178e-10 4.90953e-10 1.91676e-10 4.65094e-10 2.54742e-10 1.97908e-10 1.35628e-09 5.29987e-10 7.33639e-10 5.43154e-10 1.96748e-09 6.63078e-10 9.94837e-10 9.64825e-10 1.85969e-09 1.7465e-09 1.71719e-09
threshold=0.23631000000000002 -0.22461999999999996 0.11204500000000002 -0.057499999999999989 -0.014494999999999999 -0.011239999999999998 -0.10224499999999999 -0.10324499999999999 -1.0000000180025095e-35 0.08925000000000001 0.095485000000000014 -1.0000000180025095e-35 0.19724500000000003 -0.089814999999999992 -0.0079099999999999986 -0.093459999999999988 0.10078500000000001 -0.075789999999999982 -0.053889999999999993 -0.059629999999999996 -0.043914999999999989 0.088785000000000017 -0.18708499999999997 -1.0000000180025095e-35 -0.14322499999999996 -0.13941499999999998 0.083715000000000026 -0.086554999999999979 0.083995000000000014 0.085030000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -8 -9 10 11 -7 13 14 -13 16 -15 -17 19 20 22 -22 23 -19 -24 -26 27 -27 -28 -30
right_child=-2 2 -4 4 5 9 7 8 -10 -11 -12 12 -14 15 -16 17 -18 18 -20 -21 21 -23 24 -25 25 26 28 -29 29 -31
leaf_value=3.0814854544250587e-07 -2.4889845052633103e-07 3.9576010735231648e-07 -2.6553046367894239e-07 -3.3104362273661536e-07 -9.2920897998283181e-07 -3.362221419096882e-07 9.5446924155759506e-07 8.8893543789019487e-08 -9.7159786661006281e-07 2.9056054757661149e-07 2.5556463478793034e-07 5.3941852716629263e-07 3.1972088304531683e-07 -4.27214103425375e-07 -1.4437558748102761e-07 2.8530711852402919e-07 1.5857804731181008e-07 -3.7581954331994124e-08 2.4865014438219059e-08 -8.2708311838684635e-07 -3.2107145760786995e-08 6.3575669908632024e-07 3.4781799969607621e-07 -9.8385340002685704e-07 -7.0623790345994828e-07 -1.2399311764438383e-08 6.9603501890162227e-07 -8.6809177062334764e-07 1.6840589610754099e-08 -8.7759299990285526e-07
leaf_weight=27 23 20 20 22 24 22 26 31 21 37 32 21 22 33 21 31 23 118 1302 21 38 29 50 27 21 81 37 37 882 22
leaf_count=27 23 20 20 22 24 22 26 31 21 37 32 21 22 33 21 31 23 118 1302 21 38 29 50 27 21 81 37 37 882 22
internal_value=0 1.84761e-09 -8.45369e-10 8.89703e-10 -1.71584e-09 6.92004e-10 -1.4836e-07 9.19019e-08 -3.39382e-07 5.92188e-09 2.25232e-09 -6.0391e-10 2.01811e-09 -4.8349e-10 1.97521e-07 -3.50537e-09 -1.86621e-07 2.98219e-10 -3.01708e-09 -2.96513e-08 -1.71729e-08 2.56968e-07 -3.15787e-08 -2.13784e-07 -8.19839e-09 -2.46806e-08 -1.11653e-08 -2.8071e-07 2.26351e-08 -4.9266e-09
internal_weight=0 3098 3071 3051 3031 3009 102 78 52 2907 2870 2838 2816 2794 42 2752 56 2696 2665 1363 1342 67 1275 145 1130 1080 1059 118 941 904
internal_count=3121 3098 3071 3051 3031 3009 102 78 52 2907 2870 2838 2816 2794 42 2752 56 2696 2665 1363 1342 67 1275 145 1130 1080 1059 118 941 904
is_linear=0
shrinkage=0.1


Tree=9062
num_leaves=31
num_cat=0
split_feature=130 4 30 132 1203 132 131 131 1447 4 13 15 13 130 52 400 1446 481 133 403 4 42 3 1 480 3 483 483 1451 483
split_gain=1.68773e-10 2.98313e-10 1.87844e-10 1.4998e-10 4.5803e-10 4.51455e-10 1.58006e-10 7.16784e-10 8.55141e-10 1.63568e-09 4.79883e-10 1.16849e-09 5.91834e-10 3.78234e-10 1.09819e-09 8.98429e-10 3.03563e-10 2.9651e-10 1.45451e-09 4.8622e-10 3.10907e-10 2.83374e-10 2.36518e-10 4.68675e-10 2.35215e-10 6.03643e-10 2.62256e-10 2.72162e-10 4.24953e-10 2.92418e-10
threshold=-0.23647499999999996 0.63113500000000011 0.097280000000000019 -0.083449999999999983 0.089480000000000018 -0.076764999999999986 0.090690000000000007 0.090150000000000022 0.059120000000000013 -0.0078799999999999981 -0.077944999999999987 -0.0072999999999999992 -0.075129999999999988 0.08610000000000001 0.086040000000000019 -0.077959999999999988 -0.088809999999999986 -0.087424999999999989 0.086910000000000015 -0.55327499999999985 -0.052259999999999994 0.094365000000000018 -0.078244999999999995 0.089935000000000015 0.10252000000000001 -0.071799999999999989 -0.47356499999999996 -0.22060499999999997 0.078040000000000012 0.11910500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 8 16 -10 11 -8 -12 15 -15 -14 -7 18 20 -19 -18 22 23 -17 26 -26 -21 -28 29 -29
right_child=1 -3 -4 5 -6 6 10 -9 9 -11 12 -13 13 14 -16 21 17 19 -20 24 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-2.895647310197092e-07 -3.2943939113720219e-08 3.1051944985495452e-07 -3.0671949559746279e-07 4.3868562992580949e-07 -5.3580654110874096e-07 -3.9562273627780088e-07 3.2145319215073286e-08 -5.3823642144834594e-07 1.0979970892677217e-06 -1.8093883909386933e-07 -4.8722670296387072e-07 8.3082170039443338e-07 5.609395208870814e-07 -7.6901965201159333e-07 1.8762028304308844e-07 -1.8736473205468004e-07 3.6241308149246012e-07 4.1588046540498777e-07 -9.2794429857434595e-07 -3.6847845876764044e-07 -1.3994085707379002e-07 2.4047747453031276e-07 -3.6377827636139655e-07 3.4853461079364934e-07 -1.0402427320216774e-07 6.1682204280562774e-07 2.5710796602395884e-07 -8.1038758064979068e-09 -3.7701902365663574e-07 3.3589159653502068e-07
leaf_weight=20 192 31 20 24 20 20 62 25 20 20 23 26 36 20 30 47 22 28 20 20 28 35 24 25 26 21 39 2141 31 25
leaf_count=20 192 31 20 24 20 20 62 25 20 20 23 26 36 20 30 47 22 28 20 20 28 35 24 25 26 21 39 2141 31 25
internal_value=0 1.86428e-09 -1.25243e-09 7.50632e-10 -8.03838e-08 6.81141e-09 3.12805e-09 -5.47913e-09 -6.71286e-11 4.58529e-07 6.83642e-08 2.68118e-07 -4.87883e-09 4.62456e-08 -1.95036e-07 1.18486e-07 -7.6441e-09 -4.41229e-09 -2.07202e-07 1.67749e-09 8.10949e-08 -3.10492e-09 -9.1911e-08 -1.28857e-09 -3.35841e-09 2.18056e-07 -7.97121e-09 -4.74664e-09 -9.39495e-09 -4.13348e-09
internal_weight=0 3101 3070 3050 212 2838 2814 2486 2461 40 328 88 240 217 50 167 2421 2401 70 2331 50 131 96 72 2303 47 2256 2236 2197 2166
internal_count=3121 3101 3070 3050 212 2838 2814 2486 2461 40 328 88 240 217 50 167 2421 2401 70 2331 50 131 96 72 2303 47 2256 2236 2197 2166
is_linear=0
shrinkage=0.1


Tree=9063
num_leaves=31
num_cat=0
split_feature=421 9 33 9 12 34 2 146 147 147 147 39 52 52 52 3 42 1210 4 2 2 481 481 479 15 131 484 1 3 0
split_gain=1.59765e-10 3.02348e-10 4.1323e-10 2.28113e-10 2.25345e-10 1.69286e-10 3.80459e-10 1.5194e-10 2.26693e-10 3.63556e-10 1.65902e-10 1.50401e-10 1.43217e-10 1.12409e-09 6.54487e-10 1.81684e-09 9.68066e-10 8.16186e-10 7.90896e-10 5.04028e-10 3.02122e-09 1.91603e-09 1.56765e-09 9.71473e-10 7.79524e-10 1.48243e-09 7.25353e-10 1.0524e-09 5.34714e-10 1.12311e-09
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.009184999999999997 0.085555000000000006 -0.015429999999999998 -0.08786999999999999 -0.033169999999999991 0.086030000000000009 0.099230000000000013 0.093875000000000014 0.090425000000000019 0.15619500000000003 0.091275000000000009 0.090645000000000017 0.10160000000000001 -0.071329999999999991 0.088795000000000013 -0.05860499999999999 -0.39518999999999993 0.090310000000000015 0.088665000000000008 -0.0066299999999999996 -0.085749999999999979 0.086465000000000014 0.090455000000000021 0.09901500000000002 0.041405000000000004 0.07863500000000001 0.096675000000000011 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -3 -4 -7 8 9 10 11 12 13 -8 15 16 -14 -16 -19 20 22 -21 -20 28 26 -26 27 -24 29 -23
right_child=1 4 3 -5 -6 6 7 -9 -10 -11 -12 -13 14 -15 17 -17 -18 18 19 21 -22 23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.8172131294468272e-07 -3.8436589915948259e-07 1.9914194889939349e-08 2.8913398177010667e-07 3.1530029070342176e-07 4.6846817660650689e-07 -3.7645268893929492e-07 8.6037262889368374e-09 -2.6118362231774098e-07 3.1531329178189639e-07 -4.1444661476253671e-07 2.7670246441599294e-07 -2.7222645258007108e-07 1.7125641221582555e-07 7.6178531486448261e-07 5.3266941039607578e-07 -1.0729086383776121e-06 -5.3241972730982778e-07 5.0671942496457508e-07 -7.2298012324169799e-07 7.9285300415676838e-07 -1.3364140954763572e-06 -6.9979090587442747e-07 -7.1504093990577245e-07 -7.0244867737572011e-07 8.544146392353015e-07 -2.0001365091578315e-07 4.2128884336247925e-07 2.9424714049124088e-08 3.5663812579170213e-07 2.557377524209974e-08
leaf_weight=20 28 21 20 23 24 27 2146 22 23 21 22 20 60 20 28 22 29 27 29 30 20 24 28 21 30 24 23 59 37 193
leaf_count=20 28 21 20 23 24 27 2146 22 23 21 22 20 60 20 28 22 29 27 29 30 20 24 28 21 30 24 23 59 37 193
internal_value=0 1.82343e-09 -1.96563e-09 1.57043e-09 2.59143e-07 -8.30829e-10 -2.77364e-09 6.37222e-10 2.59909e-09 1.30016e-10 3.14043e-09 1.04344e-09 2.96112e-09 1.55583e-08 -3.693e-08 -2.59178e-07 -5.80313e-08 6.12332e-09 -2.09286e-08 -4.84315e-08 -1.6647e-07 3.40018e-08 -4.52319e-08 -4.8782e-08 7.46138e-08 3.8578e-07 -7.81404e-08 -2.10173e-07 5.26129e-09 -5.46509e-08
internal_weight=0 3101 3056 3028 45 3005 2985 2958 2936 2913 2892 2870 2850 2166 684 111 89 573 545 518 213 305 193 275 164 54 110 87 254 217
internal_count=3121 3101 3056 3028 45 3005 2985 2958 2936 2913 2892 2870 2850 2166 684 111 89 573 545 518 213 305 193 275 164 54 110 87 254 217
is_linear=0
shrinkage=0.1


Tree=9064
num_leaves=31
num_cat=0
split_feature=1209 1209 403 3 1205 1212 1212 403 402 12 2 401 1211 1212 1185 4 4 160 16 1 1 1 150 1 41 1 9 43 1 1
split_gain=1.45064e-10 1.35984e-10 1.01672e-09 2.21049e-09 3.27421e-10 1.91061e-10 2.73855e-09 1.63041e-09 3.17128e-10 2.23651e-10 2.94308e-10 2.1343e-10 2.55742e-10 5.58991e-10 2.46406e-10 1.5164e-10 5.32224e-10 1.06336e-09 5.64836e-10 4.23451e-10 7.64642e-09 3.08721e-09 7.61678e-10 1.31997e-09 8.41505e-10 7.74865e-10 6.9761e-10 1.6702e-09 4.95355e-10 5.33324e-10
threshold=-0.14444499999999996 -0.065739999999999979 -0.0047449999999999992 -0.082039999999999988 1.0000000180025095e-35 -0.089544999999999986 -0.073259999999999978 0.0033700000000000002 -0.47157999999999994 0.087145000000000014 0.088475000000000012 -0.46360499999999999 0.11301500000000002 0.13027000000000002 -0.10973499999999999 -0.0019149999999999998 -0.0057249999999999992 -0.090764999999999985 -0.018494999999999998 0.094220000000000012 0.09202500000000001 0.089875000000000024 0.10801000000000001 0.085345000000000018 0.08690500000000001 0.07863500000000001 -1.0000000180025095e-35 -0.074974999999999986 0.09697500000000002 0.10171500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 -3 -8 -9 -11 -10 14 -14 -13 16 -16 -18 -19 20 21 22 23 24 25 -17 27 -21 -28 -30
right_child=1 4 -4 -5 -6 6 8 9 11 10 -12 12 13 -15 15 19 17 18 -20 26 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=2.6844656645153011e-07 -4.6473634256471997e-07 9.4603104198398565e-07 -6.4489467408616995e-07 8.0845843785937175e-07 4.0496069502182764e-07 -1.1721337141779033e-06 3.2021233572953453e-07 -3.2685531921443234e-07 -2.7127025179714988e-07 2.0937375982807032e-07 -1.9684213934246763e-07 -3.5194746544675582e-07 6.2628931630115413e-07 -1.213676907241279e-07 -5.0049418092337581e-09 4.8083655403572297e-08 -8.0942574049913674e-07 1.8698168673836336e-07 -4.4385337403050267e-07 4.1823723033000237e-08 1.9644449380285509e-06 -1.090553667874398e-06 -5.1485297626911796e-07 7.0967169649245054e-07 -4.9846945131548643e-07 5.8634018142223297e-07 4.9500602653296263e-07 -1.0979329604765554e-06 -4.6249928686847852e-07 1.2583627504478659e-08
leaf_weight=20 30 20 26 25 20 20 31 22 29 42 31 20 20 20 1628 344 25 40 22 36 21 24 21 33 26 29 20 20 25 431
leaf_count=20 30 20 26 25 20 20 31 22 29 42 31 20 20 20 1628 344 25 40 22 36 21 24 21 33 26 29 20 20 25 431
internal_value=0 -1.73815e-09 -1.29604e-07 1.13989e-07 1.69135e-09 -9.97108e-10 -6.0356e-09 1.25403e-07 2.1047e-09 -4.73603e-08 3.68711e-08 -1.37496e-09 1.4154e-09 2.52461e-07 -2.21636e-09 3.31777e-10 -1.78829e-08 -2.58864e-07 -3.6863e-08 3.06601e-08 9.69312e-08 1.47136e-08 7.32708e-08 1.0186e-07 5.15901e-08 8.9932e-08 -3.13756e-08 -3.65232e-07 7.90164e-09 -1.34626e-08
internal_weight=0 3101 81 55 3020 3000 2885 115 2865 95 73 2834 2805 40 2765 2745 1715 87 62 1030 498 477 453 432 399 373 532 56 476 456
internal_count=3121 3101 81 55 3020 3000 2885 115 2865 95 73 2834 2805 40 2765 2745 1715 87 62 1030 498 477 453 432 399 373 532 56 476 456
is_linear=0
shrinkage=0.1


Tree=9065
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 12 52 12 403 0 41 41 41 33 96 34 9 2 8 15 1374 1373 1374 150 151 15 474 157 474 150
split_gain=1.3995e-10 4.35366e-09 2.62832e-09 6.95999e-10 2.26273e-10 1.4708e-10 1.97848e-10 4.93869e-10 1.80746e-10 1.93366e-10 1.34183e-10 5.36937e-10 4.99947e-10 2.1077e-10 1.52053e-10 2.02745e-10 2.27987e-10 4.31771e-10 1.80859e-10 1.5442e-10 2.11856e-09 1.47173e-09 5.61577e-10 3.39802e-09 1.02833e-09 5.53429e-10 5.17166e-10 1.25612e-09 9.6641e-10 4.25464e-10
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.081664999999999988 0.11527000000000001 0.090645000000000017 0.091545000000000015 -0.020569999999999995 -0.086074999999999985 0.095655000000000018 0.088520000000000015 0.082735000000000017 -0.009184999999999997 0.090365000000000015 -0.08786999999999999 0.088235000000000022 -0.080614999999999978 0.091215000000000004 -0.018314999999999994 0.086000000000000007 1.0000000180025095e-35 0.087855000000000016 0.090480000000000019 -0.52488999999999986 -0.015744999999999999 0.091180000000000011 -0.073574999999999988 0.088985000000000022 0.12416000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -4 6 7 8 9 -1 11 12 13 -6 15 -15 17 -17 -18 22 21 25 24 -24 -19 -21 28 -28 -27 -26
right_child=2 -3 4 -5 10 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 16 18 19 -20 20 -22 -23 23 -25 29 26 27 -29 -30 -31
leaf_value=4.8001538896106212e-08 -1.0946894152849299e-06 1.446157938830982e-06 2.1779690069223536e-07 -6.2745337686465069e-07 -2.9857597828216365e-07 2.4326678292092244e-07 1.6728151269123577e-07 -5.0591240106830546e-07 2.1502220963753872e-07 -2.9500974492251503e-07 1.9631010187361108e-07 -4.7451413761242139e-07 4.4569237400082787e-07 2.7900511357669387e-07 -2.7564309128536025e-07 -4.6827413932248871e-07 4.4573373827461186e-07 -5.6767878163554998e-07 4.2282334902665755e-08 -5.3219363740893074e-07 -1.0460549302138134e-06 7.8381070263434518e-07 -3.1926003967533518e-07 1.3282350342554614e-06 1.4150590484945853e-08 -1.3566862967766735e-08 -8.5502576988953172e-07 1.3087557889487505e-07 6.7032634444244429e-07 3.5905497069248867e-07
leaf_weight=42 22 21 48 20 24 21 36 24 28 27 34 24 25 26 20 20 20 30 25 21 20 23 31 21 1072 1286 24 28 21 37
leaf_count=42 22 21 48 20 24 21 36 24 28 27 34 24 25 26 20 20 20 30 25 21 20 23 31 21 1072 1286 24 28 21 37
internal_value=0 7.708e-08 -5.82167e-09 -6.81253e-08 2.49607e-09 -5.27942e-09 -3.85245e-08 -9.9756e-08 7.36324e-10 -8.62203e-08 -1.15309e-09 -3.55258e-09 5.22073e-10 -3.5264e-09 -9.278e-10 1.10337e-09 -1.5937e-09 -5.4067e-09 2.21594e-07 -1.86525e-09 -2.4101e-08 -9.5329e-09 2.47019e-08 3.46075e-07 1.00299e-08 -2.27553e-08 -1.48832e-08 -3.24156e-07 -2.57853e-09 2.56578e-08
internal_weight=0 219 2902 198 2880 178 157 121 97 69 2832 2798 2774 2749 2725 2705 2679 2634 45 2614 1423 1403 1191 52 1139 1380 1359 52 1307 1109
internal_count=3121 219 2902 198 2880 178 157 121 97 69 2832 2798 2774 2749 2725 2705 2679 2634 45 2614 1423 1403 1191 52 1139 1380 1359 52 1307 1109
is_linear=0
shrinkage=0.1


Tree=9066
num_leaves=31
num_cat=0
split_feature=12 130 1209 1208 52 0 1209 1209 1209 1210 12 1210 2 1205 1210 402 401 1211 15 1203 132 131 1186 131 1213 1176 402 42 4 3
split_gain=1.41072e-10 2.52074e-10 1.39391e-10 4.36411e-10 1.45378e-09 6.16359e-10 2.09498e-10 2.10757e-10 1.65697e-10 1.68091e-10 1.45023e-09 2.30427e-10 9.60868e-10 4.75779e-10 2.61714e-10 2.22581e-10 2.43886e-10 3.84158e-10 1.05315e-09 4.23986e-10 8.01431e-10 2.21197e-10 2.14886e-10 1.99916e-10 2.17997e-10 5.31224e-10 2.32745e-10 9.79914e-10 2.48541e-09 8.15592e-10
threshold=0.23631000000000002 -0.22461999999999996 0.10272000000000002 0.11846000000000001 0.061605000000000007 -0.076234999999999983 0.091045000000000001 0.088060000000000013 0.086665000000000006 -0.089089999999999989 0.091545000000000015 -0.064799999999999983 0.086285000000000014 1.0000000180025095e-35 -0.0084249999999999985 -0.47355499999999995 -0.46360499999999999 0.11048500000000001 0.090750000000000011 0.088820000000000024 -0.081684999999999994 0.13602500000000003 -0.11456499999999999 0.11767000000000001 0.12955000000000003 0.087330000000000019 0.10645 0.091205000000000008 -0.085594999999999991 -0.07928499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 7 8 9 10 -3 12 -11 14 -13 -16 -17 19 -19 21 -21 22 -18 24 25 26 -24 28 -28 -30
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 11 -12 13 -14 -15 15 16 17 18 -20 20 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=3.0605498208855251e-07 -2.4673845270707711e-07 6.3338327593022582e-07 2.1509826666488155e-08 5.2095749391393535e-07 5.6920547569495321e-07 -7.5417296402844981e-07 -2.7676269514894818e-07 2.9959373932797466e-07 -2.5562668912908314e-07 1.6435519746159523e-07 -4.7350173645099861e-07 -2.656549563533573e-07 -7.501451432290197e-07 4.8447102869886298e-07 2.7909333307921512e-07 -2.6656930312388534e-07 3.2048470266604888e-07 -1.4385667054739317e-07 8.2971008197318952e-07 -7.7792731147496861e-07 1.0657783734911521e-07 -3.1653174271572099e-07 1.8619459922651132e-09 2.4766952897437024e-07 -2.8133227374382842e-07 5.0009093521501723e-07 -1.2984358724565938e-06 3.1090414747789993e-07 2.19368050383392e-07 -5.5079942370639404e-07
leaf_weight=27 23 29 20 21 27 21 28 23 26 27 20 38 20 20 28 35 21 25 20 20 21 22 2360 32 28 21 20 34 44 20
leaf_count=27 23 29 20 21 27 21 28 23 26 27 20 38 20 20 28 35 21 25 20 20 21 22 2360 32 28 21 20 34 44 20
internal_value=0 1.83925e-09 -8.35389e-10 1.22486e-07 -5.7188e-10 -3.75791e-07 -4.516e-09 -1.93546e-09 -4.3016e-09 -2.05222e-09 1.81593e-07 -5.20301e-09 -2.24794e-07 -1.52883e-09 -5.01395e-09 -1.41367e-09 -4.29806e-09 -8.83071e-10 2.8884e-07 -5.81592e-09 -3.24888e-07 -7.88266e-10 1.90412e-09 -7.10257e-10 -3.85555e-09 -7.46566e-10 -4.99095e-09 -1.42049e-07 -3.25387e-07 -2.13093e-08
internal_weight=0 3098 3071 89 68 41 2982 2954 2931 2905 49 2856 47 2809 2789 2751 2723 2688 45 2643 41 2602 2580 2559 2527 2499 2478 118 84 64
internal_count=3121 3098 3071 89 68 41 2982 2954 2931 2905 49 2856 47 2809 2789 2751 2723 2688 45 2643 41 2602 2580 2559 2527 2499 2478 118 84 64
is_linear=0
shrinkage=0.1


Tree=9067
num_leaves=31
num_cat=0
split_feature=130 10 2 40 2 45 132 1186 394 1203 52 2 130 132 12 9 3 10 16 10 41 11 31 2 45 42 42 1447 1456 1456
split_gain=1.53137e-10 2.82797e-10 5.31212e-10 2.9515e-10 2.45382e-10 3.5586e-10 1.47199e-10 4.1042e-09 2.34426e-09 4.21163e-10 1.71147e-10 3.95129e-10 2.53198e-10 2.45705e-10 2.16389e-10 1.52755e-10 9.05082e-10 4.36692e-10 5.65403e-09 5.54474e-10 2.16279e-10 3.42437e-10 2.19869e-10 3.07103e-10 1.93556e-10 1.57133e-10 1.11688e-09 8.74126e-10 6.77153e-10 1.49332e-09
threshold=-0.23647499999999996 -0.38124499999999995 0.31765000000000004 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 -0.083284999999999984 0.0044650000000000011 0.10969000000000002 0.085960000000000023 0.089575000000000016 0.097385000000000013 0.096010000000000012 -0.26625499999999996 0.087505000000000013 0.091600000000000015 -0.014944999999999998 -0.0093599999999999985 -0.056919999999999991 -0.0026549999999999994 0.085095000000000018 0.081365000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 0.094030000000000016 0.091295000000000015 0.090835000000000013 -0.082344999999999988 -0.079429999999999987 -0.052299999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 9 15 10 12 -12 13 -7 -15 17 -17 18 -8 -19 22 -22 -21 -24 25 26 -25 -27 -29 -30
right_child=1 3 -4 4 -6 6 8 -9 -10 -11 11 -13 -14 14 -16 16 -18 19 -20 20 21 -23 23 24 -26 27 -28 28 29 -31
leaf_value=-2.7582214983112864e-07 -8.8607663158091742e-08 -3.7532534060162675e-07 6.315059401629242e-07 -4.2192321146217184e-07 3.4151272334526087e-07 -3.2110139952259315e-07 -7.6803652992088368e-07 1.3751034985757956e-06 -1.0330371843604202e-06 -4.2509091936640946e-07 -4.4913486384838096e-07 1.4482948556416801e-07 3.3292491400297529e-07 -9.81844321682059e-08 2.4644527067201644e-07 2.7286032145243754e-07 -6.0499557645125423e-07 -5.2434769179932064e-07 1.1201121297282109e-06 -3.2233496924726795e-07 4.1349692345704627e-07 -8.0452944132503039e-08 3.0564807913995568e-07 4.6890957905096532e-09 -2.4199635060822955e-07 -6.3526661845022163e-07 5.5946142655759993e-07 -5.1620249621464607e-07 8.5396378779023518e-07 -2.7589778240706772e-08
leaf_weight=20 21 21 20 20 21 21 29 22 22 28 24 21 26 38 35 23 24 20 35 21 32 25 33 1889 33 24 37 26 20 490
leaf_count=20 21 21 20 20 21 21 29 22 22 28 24 21 26 38 35 23 24 20 35 21 32 25 33 1889 33 24 37 26 20 490
internal_value=0 1.77867e-09 2.62667e-07 -1.71689e-09 8.64806e-10 -1.50551e-09 1.29915e-09 8.10205e-08 -4.85971e-09 -6.64915e-08 -5.63832e-09 -1.71952e-07 5.67291e-08 -1.96655e-08 6.7049e-08 3.33294e-09 -1.75407e-07 6.42828e-09 2.64545e-07 1.94525e-10 4.18344e-09 1.96852e-07 -8.47773e-11 2.56697e-09 -1.40353e-09 1.79018e-09 1.53467e-08 -4.48346e-08 -1.83974e-08 6.98095e-09
internal_weight=0 3101 41 3060 3039 3018 2998 215 2783 193 165 45 120 94 73 2761 47 2714 64 2650 2630 57 2573 2552 2519 2486 1926 560 536 510
internal_count=3121 3101 41 3060 3039 3018 2998 215 2783 193 165 45 120 94 73 2761 47 2714 64 2650 2630 57 2573 2552 2519 2486 1926 560 536 510
is_linear=0
shrinkage=0.1


Tree=9068
num_leaves=31
num_cat=0
split_feature=40 130 42 132 1185 132 0 13 43 3 2 400 399 128 2 43 1185 128 402 129 1182 394 391 1185 129 129 51 51 12 12
split_gain=1.32866e-10 3.48967e-10 2.25417e-10 1.33443e-10 7.97691e-10 2.98791e-10 1.80277e-10 2.11e-10 3.37914e-10 2.92553e-10 2.52138e-10 1.61058e-10 2.19361e-10 1.46219e-10 7.54568e-10 5.36429e-10 4.35974e-10 2.4813e-10 4.00631e-10 3.34861e-10 2.38806e-10 2.02514e-10 2.02341e-10 1.89483e-10 1.81718e-10 5.89112e-10 1.71166e-10 7.50708e-10 5.39067e-10 9.00146e-10
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083174999999999985 -0.083264999999999992 -0.084644999999999984 -0.069444999999999993 0.056795000000000005 0.51084000000000007 -0.080104999999999996 0.084145000000000011 -0.014055 0.087725000000000011 0.10773500000000001 0.089005000000000015 -0.043144999999999996 0.092170000000000016 0.10318000000000001 0.23460000000000003 0.10327000000000001 0.086460000000000009 -0.10421499999999999 -0.084829999999999975 0.085905000000000009 0.096925000000000011 0.093120000000000022 0.094075000000000006 0.090560000000000015 0.091085000000000013 0.093965000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 8 9 10 -3 12 -12 16 15 -15 17 18 19 20 21 -6 -23 24 25 26 27 -24 -28 -30
right_child=1 2 -4 4 13 -7 -8 -9 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 28 -29 29 -31
leaf_value=2.5690827719415667e-07 -3.9852515362910747e-07 -3.5073298829502169e-07 3.0644135688244017e-07 6.1864058855982361e-07 -3.087627992012391e-07 -4.2577784814635715e-07 -3.0070195630509776e-07 2.4351191381187763e-07 -4.230172888377465e-07 2.7142030418758621e-07 -5.9681151297143388e-08 -2.1104351157234871e-07 3.7393604266355853e-07 2.8157303688658432e-08 -3.5041318682260684e-07 7.5179888727104433e-07 -4.5726904377694334e-07 3.2718724274060231e-07 -3.4895979435091391e-07 3.3383016159405091e-07 -3.3803376433232709e-07 3.1987629967034081e-07 -5.5593369791615083e-09 3.0718163571918924e-07 -2.7010593726117806e-07 5.2827939890946817e-07 -2.3027414678975348e-08 -4.7905638044700454e-07 8.4766420798132464e-07 9.4587180825556059e-08
leaf_weight=20 22 25 24 21 21 22 23 29 21 32 28 21 20 20 20 21 21 23 33 30 21 20 2206 20 25 21 191 34 21 65
leaf_count=20 22 25 24 21 21 22 23 29 21 32 28 21 20 20 20 21 21 23 33 30 21 20 2206 20 25 21 191 34 21 65
internal_value=0 -1.66726e-09 1.16836e-09 -1.22985e-09 4.60646e-09 -7.6072e-08 -3.74111e-08 -3.00374e-09 -5.16361e-08 1.02608e-08 -7.86446e-08 1.99382e-08 1.20993e-07 2.2489e-11 1.53158e-07 3.98803e-07 -3.37187e-09 1.18364e-10 -2.65955e-09 1.61257e-09 -2.1555e-09 5.32555e-10 3.02783e-09 5.74493e-10 -1.81807e-09 8.24638e-10 -3.57606e-09 -1.27463e-08 7.05808e-08 2.78478e-07
internal_weight=0 3101 3079 3055 2834 221 199 176 147 126 94 69 48 2813 61 41 2752 2731 2708 2675 2645 2624 2603 2583 2563 2538 2517 2240 277 86
internal_count=3121 3101 3079 3055 2834 221 199 176 147 126 94 69 48 2813 61 41 2752 2731 2708 2675 2645 2624 2603 2583 2563 2538 2517 2240 277 86
is_linear=0
shrinkage=0.1


Tree=9069
num_leaves=31
num_cat=0
split_feature=1209 132 1203 1185 50 1204 1212 403 1213 1213 1212 402 1213 133 1213 403 1210 1210 15 1210 130 1209 1210 133 40 42 49 131 482 483
split_gain=1.46313e-10 1.45173e-10 3.95157e-09 2.25569e-09 5.26398e-10 1.77732e-10 1.76211e-10 1.90273e-09 3.40869e-09 1.33599e-09 1.88982e-10 2.11513e-10 5.71177e-10 2.82391e-10 1.92753e-10 5.79007e-10 2.84506e-10 3.07734e-10 8.18549e-10 3.6494e-10 2.76636e-10 2.42586e-10 2.61755e-10 6.44088e-10 2.38751e-10 2.85526e-10 5.19043e-10 3.94649e-10 3.15897e-10 2.78328e-10
threshold=-0.14444499999999996 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.081079999999999985 -0.087764999999999996 -0.0038999999999999994 -0.087969999999999979 -0.15413999999999997 -0.063924999999999996 -0.45015499999999992 0.0065300000000000002 0.50628500000000021 -0.41627499999999995 0.12089000000000001 -0.13847499999999999 -0.079004999999999978 0.084905000000000022 -0.064344999999999999 -0.23123999999999997 -0.025744999999999997 -0.00046999999999999993 0.41307000000000005 -0.24290999999999999 0.11603500000000001 0.10211000000000002 0.11863000000000001 0.12191 0.12325000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -5 7 -7 9 -9 -8 12 -12 14 -13 16 -16 18 -18 -19 -21 -22 -23 24 -24 27 -27 28 29 -26
right_child=1 3 -4 5 -6 6 10 8 -10 -11 11 13 -14 -15 15 -17 17 19 -20 20 21 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=2.6960651211993541e-07 -1.3516026722080391e-08 -1.0164077365133875e-06 1.3167672824650985e-06 1.7808235152859776e-07 -5.5491050240163989e-07 -8.8358546839537254e-07 2.266300754940489e-07 -2.7786033181424411e-08 1.0195955210536209e-06 -9.6959937252449895e-07 -5.2420575579398488e-07 2.5562121298752698e-07 1.1493814611185371e-07 2.8133709544735865e-07 3.2388656744909963e-07 -4.92497153459226e-07 1.278990253013035e-07 4.2777213451472565e-07 -7.1898041315285992e-07 3.6918265919894113e-07 -3.4266354521692156e-07 3.272886225443491e-07 -3.4353146034504793e-07 -5.4317642443699951e-07 1.9678842954156717e-09 3.7320536738902505e-07 -2.0791578508165417e-07 -3.8290962470560533e-07 3.877425993572442e-07 -3.2719636693037465e-07
leaf_weight=20 176 22 23 55 20 26 37 61 28 20 27 29 29 36 27 24 25 20 21 20 21 24 20 22 2141 51 22 27 21 26
leaf_count=20 176 22 23 55 20 26 37 61 28 20 27 29 29 36 27 24 25 20 21 20 21 24 20 22 2141 51 22 27 21 26
internal_value=0 -1.73887e-09 7.67517e-08 -7.70328e-09 -6.87604e-08 5.59884e-11 -3.43472e-09 -1.149e-07 6.84563e-08 -2.60333e-07 2.20115e-09 -9.52614e-10 -1.93221e-07 3.2255e-09 -7.14687e-10 -3.67398e-09 1.04136e-09 -2.50063e-09 -2.5872e-07 2.37974e-09 -1.1726e-09 -4.29138e-09 -1.27276e-09 -4.65709e-09 4.76112e-10 3.48317e-09 1.98073e-07 -2.92995e-09 1.75902e-09 -1.98148e-09
internal_weight=0 3101 219 2882 196 2860 2805 135 109 81 2670 2633 56 2577 2541 2512 2488 2461 46 2415 2395 2375 2354 2330 2308 2288 73 2215 2188 2167
internal_count=3121 3101 219 2882 196 2860 2805 135 109 81 2670 2633 56 2577 2541 2512 2488 2461 46 2415 2395 2375 2354 2330 2308 2288 73 2215 2188 2167
is_linear=0
shrinkage=0.1


Tree=9070
num_leaves=31
num_cat=0
split_feature=1452 1456 1455 482 482 42 1371 1456 482 1 121 150 49 1348 147 147 1213 1213 1213 2 43 0 2 12 403 1456 52 12 4 1455
split_gain=1.32904e-10 2.0531e-10 8.25726e-10 5.23926e-10 5.9835e-10 2.69567e-10 2.45783e-10 1.62525e-10 3.36109e-10 7.89594e-10 5.90787e-10 2.48611e-10 5.96383e-10 3.6774e-10 2.86819e-10 3.05082e-10 2.19613e-10 2.34556e-09 1.73823e-09 5.92587e-10 1.95475e-09 2.79388e-09 1.47568e-09 7.64056e-10 7.12014e-10 4.54423e-10 4.08374e-10 4.94912e-10 3.5531e-10 2.98002e-10
threshold=-0.073879999999999987 -0.23007499999999997 -0.097209999999999977 0.11789500000000001 0.11117500000000001 0.08623500000000002 0.08976000000000002 -0.10108499999999998 0.098465000000000011 0.16540500000000002 -0.094339999999999993 0.12416000000000001 -0.046979999999999987 -0.047944999999999995 0.10245000000000001 0.091385000000000008 -0.084619999999999987 -0.086394999999999986 -0.082414999999999974 0.084755000000000011 -0.0047449999999999992 -0.086074999999999985 0.08542000000000001 0.095330000000000012 0.10323500000000001 -0.086779999999999982 0.092320000000000013 0.087285000000000015 -0.077834999999999988 -0.037084999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 6 -2 7 -4 9 10 -9 13 -13 -12 15 16 17 19 -18 20 24 -22 -21 26 -15 -20 27 -24 -29 -27
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 11 12 -14 14 -16 -17 18 -19 25 22 21 -23 23 -25 -26 29 -28 28 -30 -31
leaf_value=2.0945847815312392e-07 -1.2048688723275012e-08 -6.1625657834114958e-07 2.6014735882521715e-07 -5.1149043841292045e-07 5.3395015088751414e-07 3.9382763058407973e-07 -3.0783338566755865e-07 -4.963715099097026e-07 -3.184785271059809e-07 5.7367397777359959e-07 -4.2927578078888475e-07 -1.399735898821103e-07 5.6561166678648079e-07 -7.4979346422310298e-07 -3.1735535190234388e-07 3.2147538216046697e-07 -8.9321772417282448e-07 1.030057638473636e-06 -4.6348949976639966e-07 -8.7088843619530163e-07 1.5242534577097899e-06 -1.602581581513126e-09 -8.7275656166797413e-08 -4.3731554107015939e-07 8.3910039788428376e-08 3.3406758517015891e-07 -2.1542792735958345e-07 7.795717310037682e-07 1.9063153217757647e-07 -3.1436299146424855e-11
leaf_weight=30 36 22 24 20 21 30 26 24 33 24 20 23 25 20 28 30 22 24 21 23 20 30 23 29 21 27 22 21 20 2382
leaf_count=30 36 22 24 20 21 30 26 24 33 24 20 23 25 20 28 30 22 24 21 23 20 30 23 29 21 27 22 21 20 2382
internal_value=0 -2.03966e-09 -5.84651e-09 -1.37464e-09 2.04552e-09 1.72441e-07 -1.72558e-09 9.8518e-10 -1.15077e-09 2.48654e-09 -2.31504e-09 1.87336e-09 2.27519e-07 -2.01847e-09 1.07423e-09 4.3342e-09 8.16927e-10 8.95214e-08 -8.3357e-09 -9.05008e-09 1.89047e-07 6.0874e-07 -1.39679e-07 6.56289e-09 -3.22775e-07 -3.24418e-10 1.56243e-07 2.84005e-07 4.92284e-07 3.71314e-09
internal_weight=0 3091 3025 3003 2983 66 2962 2936 2912 2879 2855 2831 48 2783 2763 2735 2705 253 2452 229 91 50 138 115 41 2430 86 64 41 2409
internal_count=3121 3091 3025 3003 2983 66 2962 2936 2912 2879 2855 2831 48 2783 2763 2735 2705 253 2452 229 91 50 138 115 41 2430 86 64 41 2409
is_linear=0
shrinkage=0.1


Tree=9071
num_leaves=31
num_cat=0
split_feature=40 39 124 40 40 40 31 40 34 97 9 1 2 44 44 39 4 4 4 151 1456 48 132 133 13 49 15 0 403 49
split_gain=1.44907e-10 3.29472e-10 2.03747e-10 1.89486e-10 2.81561e-10 2.93904e-10 2.56328e-10 2.97594e-10 2.50295e-10 1.37106e-09 4.97986e-10 1.03694e-09 4.77996e-10 1.57181e-10 4.59417e-10 1.65318e-10 2.14726e-10 8.3173e-10 7.27554e-10 4.13274e-10 4.59953e-10 4.33111e-10 5.22181e-10 5.81287e-10 5.45628e-10 1.01707e-09 1.19077e-09 5.00904e-10 4.44468e-10 4.59697e-10
threshold=-0.24620999999999996 0.15619500000000003 0.14970500000000003 -0.09083999999999999 -0.085734999999999992 -0.083564999999999987 -0.082169999999999979 -0.081564999999999985 -0.057544999999999992 -0.049229999999999996 0.091600000000000015 0.12408500000000001 -1.0000000180025095e-35 0.099360000000000018 1.0000000180025095e-35 -0.020804999999999994 0.056795000000000005 0.058735000000000009 0.053925000000000008 0.057610000000000008 0.0058550000000000008 0.10891500000000001 0.091050000000000006 0.0068000000000000014 -0.050064999999999991 -0.043469999999999995 -0.055554999999999993 -0.10011499999999998 0.08888500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 -8 9 -9 12 -12 -10 14 15 -14 18 -18 -17 20 21 22 24 -24 28 -26 27 -27 29 -19
right_child=1 -3 -4 4 5 6 7 8 10 -11 11 -13 13 -15 -16 16 17 19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=2.6830451389514564e-07 -2.3588111467213767e-07 -3.9648599121327219e-07 3.1909563915633047e-07 3.6640818761736139e-07 -3.1246638930800449e-07 -3.2338080302451999e-07 3.2921464041229299e-07 -3.0633513124674514e-07 3.6511407242774875e-07 7.625655271681353e-07 -8.2142792078601898e-07 1.4948467333459286e-07 -2.285429966164543e-07 -2.2553282919503664e-07 4.7844290804732739e-07 -7.4675833919259254e-09 6.9093347946136426e-07 3.7855850852760603e-07 -5.728504378487782e-07 -3.6307486402620275e-07 -2.5692611135249285e-07 -1.8635176659652012e-07 -4.5626669911295416e-07 1.7726716957814202e-07 -1.8307724988728988e-07 8.8766219037820937e-08 1.1584166811319716e-06 6.0874159757418056e-07 5.1012625391422271e-07 -6.7245666916887038e-08
leaf_weight=20 34 21 20 21 30 24 28 24 36 24 22 22 32 31 20 2185 20 28 23 25 43 51 30 28 29 44 21 32 20 133
leaf_count=20 34 21 20 21 30 24 28 24 36 24 22 22 32 31 20 2185 20 28 23 25 43 51 30 28 29 44 21 32 20 133
internal_value=0 -1.73403e-09 9.57463e-10 -1.12187e-09 1.51587e-09 -1.03412e-09 2.10637e-09 4.7535e-09 1.64543e-09 2.28115e-07 -2.13564e-09 -3.35972e-07 3.05291e-09 -1.61049e-09 9.00945e-10 -2.57968e-09 8.65522e-11 5.89821e-08 -1.3357e-08 3.28684e-08 5.44339e-08 8.66178e-08 1.24759e-07 -1.50423e-07 1.76747e-07 3.36531e-07 4.91878e-07 3.07703e-07 6.55165e-08 1.02855e-08
internal_weight=0 3101 3080 3060 3026 3005 2975 2951 2923 48 2875 44 2831 2795 2764 2744 2712 504 2208 484 459 416 365 58 307 126 97 76 181 161
internal_count=3121 3101 3080 3060 3026 3005 2975 2951 2923 48 2875 44 2831 2795 2764 2744 2712 504 2208 484 459 416 365 58 307 126 97 76 181 161
is_linear=0
shrinkage=0.1


Tree=9072
num_leaves=31
num_cat=0
split_feature=1429 156 44 10 1 0 51 42 147 147 150 49 448 148 447 447 447 4 4 133 16 4 2 12 4 475 4 484 47 16
split_gain=1.4806e-10 3.75528e-10 1.40317e-10 1.77093e-10 3.92436e-09 5.02797e-09 5.79101e-10 4.95333e-10 1.65799e-10 2.514e-10 2.4445e-10 8.93445e-10 3.5536e-10 1.70977e-10 1.88237e-10 2.7983e-10 1.99042e-10 1.99882e-10 6.12172e-10 1.33453e-09 9.14286e-10 8.02906e-10 4.61267e-10 6.72818e-10 3.15763e-09 1.65468e-09 1.42726e-09 1.56309e-09 1.07103e-09 2.51858e-09
threshold=-0.23752499999999996 0.32523500000000005 0.087770000000000015 -0.0091199999999999979 0.092695000000000013 -0.10151999999999999 0.080335000000000018 0.089390000000000011 0.11204500000000002 0.099730000000000027 0.12640500000000002 -0.045154999999999994 1.0000000180025095e-35 1.0000000180025095e-35 0.089635000000000006 0.086195000000000008 0.083875000000000019 -0.012164999999999999 -0.016304999999999997 0.087625000000000022 -0.050529999999999999 -0.017809999999999996 0.092755000000000018 0.083715000000000026 -0.0029599999999999995 -0.085774999999999976 -0.0086549999999999978 0.085740000000000011 0.092165000000000011 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 9 10 12 -12 13 14 15 16 17 18 21 20 -20 -5 23 24 -19 -25 27 -27 29 -26
right_child=1 -3 -4 8 5 6 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 22 19 -21 -22 -23 -24 25 28 26 -28 -29 -30 -31
leaf_value=-2.585003769504304e-07 -1.4061635793893856e-06 4.3375765471864721e-07 1.8279596824611861e-07 -1.508165165793622e-08 1.5508310976741769e-06 -7.2348083156507184e-07 1.0860513590671417e-07 -1.1733104413126837e-07 -2.8527075862427864e-07 3.2595082023097655e-07 1.9439569532900911e-07 -6.4286815933201069e-07 3.8022099852241807e-07 -2.3592833026479335e-07 2.6684251408339689e-07 -3.4583353956794903e-07 3.1875212727072725e-07 1.3798829694554696e-06 5.2519746105872402e-07 -8.9609206574436948e-07 -3.1011363268206831e-07 6.076948393131586e-07 -3.2312490677076365e-08 -6.7695562864305578e-07 -2.5483080859337722e-08 7.4541084461910246e-08 2.1272666385889479e-09 1.1372998539229685e-06 -4.2617574476458508e-07 1.0282440202047384e-06
leaf_weight=22 20 20 41 1456 20 26 36 28 20 24 26 25 25 30 27 23 20 22 20 25 38 21 542 31 93 31 323 25 31 30
leaf_count=22 20 20 41 1456 20 26 36 28 20 24 26 25 25 30 27 23 20 22 20 25 38 21 542 31 93 31 323 25 31 30
internal_value=0 1.84099e-09 -9.64575e-10 -3.44456e-09 -1.17636e-07 1.16642e-07 -2.02067e-07 -4.09181e-07 1.66027e-09 3.64733e-09 9.46462e-10 -2.16028e-07 4.88023e-09 1.51455e-09 4.09732e-09 1.49969e-09 4.44972e-09 2.11116e-09 -2.10769e-08 -2.85333e-07 -2.20753e-08 -6.22701e-09 3.41797e-08 9.56794e-08 2.59224e-07 2.5475e-08 8.29298e-08 5.48987e-07 9.91295e-08 2.31524e-07
internal_weight=0 3099 3079 3038 130 110 90 54 2908 2888 2864 51 2813 2788 2758 2731 2708 2688 1560 83 58 1477 1128 586 176 410 379 56 154 123
internal_count=3121 3099 3079 3038 130 110 90 54 2908 2888 2864 51 2813 2788 2758 2731 2708 2688 1560 83 58 1477 1128 586 176 410 379 56 154 123
is_linear=0
shrinkage=0.1


Tree=9073
num_leaves=31
num_cat=0
split_feature=105 34 97 33 123 472 1429 46 156 11 0 11 11 400 131 376 1 9 12 14 159 15 15 15 160 15 15 1212 1208 3
split_gain=1.71746e-10 2.05887e-10 1.1968e-09 4.69149e-10 3.11769e-10 1.60139e-10 2.51194e-10 1.53467e-10 4.49321e-10 2.82593e-10 9.17662e-10 7.08642e-10 3.32977e-10 3.87056e-10 2.25115e-10 2.1958e-10 2.28526e-10 7.0156e-10 4.76775e-10 4.90683e-10 3.87237e-10 2.27508e-10 2.12488e-10 6.65934e-10 5.33626e-10 3.56384e-10 5.46405e-10 5.23775e-10 2.98203e-10 2.875e-10
threshold=0.079510000000000011 -0.057544999999999992 -0.049229999999999996 -1.0000000180025095e-35 0.088610000000000008 -0.38234499999999999 -0.23587499999999997 0.10253500000000002 -0.094124999999999986 0.093740000000000018 0.024095000000000002 0.086595000000000019 0.081365000000000007 -0.40134499999999995 0.13767000000000004 0.11357500000000002 0.13743000000000002 0.085555000000000006 0.11418000000000002 -0.36617499999999997 0.085545000000000024 -0.40580499999999992 0.12044500000000001 0.11773500000000002 -0.11922499999999998 0.11461000000000002 0.11171000000000002 0.14135500000000004 0.11846000000000001 -0.080564999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -5 -7 8 -8 11 -11 12 13 -10 15 16 17 22 19 -18 21 -21 23 25 -24 26 27 28 29 -15
right_child=-2 3 -4 5 -6 6 7 -9 9 10 -12 -13 -14 14 -16 -17 18 -19 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.353856948261334e-08 -2.5111354415440915e-07 -4.8485866926739624e-07 8.32135742001583e-07 -2.5618407069790316e-07 -3.8097822454119521e-07 3.3236306012687911e-07 3.4897399338070824e-07 -2.461113534195647e-07 4.3937620318956761e-07 4.2127081752248478e-08 -7.3530251825104649e-07 4.3798687741130111e-07 -3.3390725941255064e-07 2.1915282788704858e-08 -3.3641622735558487e-07 2.8406746813579452e-07 3.897571962596658e-07 5.6567339677051431e-07 -5.8621871928288278e-07 -1.2341676779215048e-07 1.3454572683713196e-07 -5.9468191877732314e-07 6.0257755539083748e-07 -4.8379987770752864e-07 2.8476291375642072e-08 3.0623719645653775e-07 -4.236099205319343e-07 4.4532771994454382e-07 3.7845292609972604e-07 -4.9345095447510598e-08
leaf_weight=45 27 20 20 24 20 23 37 25 20 49 22 37 30 1290 20 27 20 22 20 20 25 21 20 29 85 37 31 26 20 1009
leaf_count=45 27 20 20 24 20 23 37 25 20 49 22 37 30 1290 20 27 20 22 20 20 25 21 20 29 85 37 31 26 20 1009
internal_value=0 2.19381e-09 1.55675e-07 -2.14182e-09 -5.24666e-08 1.08814e-09 3.17061e-09 5.97048e-10 2.71145e-09 -1.73706e-09 -1.98767e-07 3.24304e-09 -2.55982e-09 1.06542e-09 -2.15508e-09 3.19095e-10 -2.54491e-09 3.39222e-09 -1.46436e-07 -4.41613e-08 -1.75652e-07 -3.64796e-07 -1.46455e-09 -7.45382e-09 1.37829e-07 -1.72898e-09 -6.52475e-09 -1.01105e-09 -6.01528e-09 -9.35993e-09
internal_weight=0 3094 85 3009 65 2989 2965 2942 2917 2880 71 2809 2772 2742 2722 2702 2675 2569 106 86 66 41 2547 2442 105 2413 2376 2345 2319 2299
internal_count=3121 3094 85 3009 65 2989 2965 2942 2917 2880 71 2809 2772 2742 2722 2702 2675 2569 106 86 66 41 2547 2442 105 2413 2376 2345 2319 2299
is_linear=0
shrinkage=0.1


Tree=9074
num_leaves=31
num_cat=0
split_feature=1429 156 34 34 97 9 10 2 4 30 46 472 1429 155 156 160 156 156 484 157 51 13 475 157 16 3 3 4 0 3
split_gain=1.53498e-10 3.4035e-10 1.47006e-10 1.94165e-10 8.28499e-10 4.80896e-10 1.15763e-09 3.86869e-10 1.88976e-09 3.41593e-10 1.46627e-10 3.94851e-10 2.42017e-10 6.3953e-10 1.95231e-10 9.0817e-10 1.20565e-09 7.26511e-10 5.34541e-10 5.61523e-10 1.34571e-09 3.11542e-10 2.63942e-10 4.69856e-10 4.07676e-10 2.47357e-10 1.28126e-09 1.48161e-09 7.03745e-10 5.45436e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.112215 -0.057544999999999992 -0.079444999999999988 0.091600000000000015 0.09216000000000002 -1.0000000180025095e-35 0.053180000000000012 0.088510000000000019 0.10253500000000002 0.087430000000000022 0.12451000000000002 0.13949000000000003 0.091255000000000017 -0.089744999999999978 0.093425000000000022 0.089950000000000016 0.088135000000000005 -0.0062799999999999991 -0.076794999999999988 -0.076599999999999988 0.05680000000000001 0.084490000000000023 -0.016164999999999995 -0.080564999999999984 -0.080104999999999996 -0.069999999999999993 0.10455500000000001 -0.080734999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 7 -7 8 -5 -4 11 12 13 14 17 -16 -17 22 19 20 -18 -21 23 25 -25 29 27 -27 -28 -9
right_child=1 -3 3 5 -6 6 -8 10 -10 -11 -12 -13 -14 -15 15 16 18 -19 -20 21 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-2.632114070618999e-07 -2.174680547238583e-07 4.1305761669718784e-07 1.4771420333953098e-07 -2.4603550648245282e-07 6.3034373215486997e-07 -8.7647924044090147e-07 9.1576209844864334e-08 1.4065806401180155e-08 1.0266770550515504e-06 -3.8186451141492789e-07 -2.3839691312314945e-07 4.2216971704337169e-07 3.3509194132702329e-07 -5.5543639545941828e-07 -5.1064967133191368e-07 8.1388454236730471e-07 9.9421379890042209e-07 -5.5643331838458232e-07 -3.4853297104466319e-07 2.7621502672174489e-07 -2.8421467800032386e-08 -1.7822357764411363e-07 -3.337410133733935e-07 3.4086962262914647e-08 6.5790223629846883e-07 -1.1251309576002075e-06 -4.8134548305454722e-09 -1.3004185348108877e-08 -4.9586145034178723e-07 4.7657873282630065e-07
leaf_weight=22 31 20 29 28 25 21 30 1319 20 21 26 22 21 21 22 25 22 24 26 22 31 48 24 22 20 23 1075 25 30 26
leaf_count=22 31 20 29 28 25 21 30 1319 20 21 26 22 21 21 22 25 22 24 26 22 31 48 24 22 20 23 1075 25 30 26
internal_value=0 1.8682e-09 -8.02733e-10 1.40088e-09 1.60309e-07 -2.60789e-09 -3.07035e-07 2.70552e-09 2.84261e-07 -7.47089e-08 -1.99688e-09 1.6127e-10 -3.124e-09 -5.6561e-09 -1.50905e-09 9.47173e-08 1.71258e-07 -8.79668e-09 6.34348e-08 1.50517e-07 3.96069e-07 -3.54e-08 -3.67059e-09 -5.51819e-10 3.31142e-07 -6.12873e-09 -4.01157e-08 -5.45898e-07 -1.81451e-08 2.30066e-08
internal_weight=0 3099 3079 3048 75 2973 51 2922 48 50 2874 2848 2826 2805 2784 196 174 2588 149 123 53 70 2564 2540 42 2498 1153 48 1105 1345
internal_count=3121 3099 3079 3048 75 2973 51 2922 48 50 2874 2848 2826 2805 2784 196 174 2588 149 123 53 70 2564 2540 42 2498 1153 48 1105 1345
is_linear=0
shrinkage=0.1


Tree=9075
num_leaves=31
num_cat=0
split_feature=472 1429 40 4 46 453 148 447 151 47 47 47 2 483 13 1426 34 34 97 159 11 10 16 156 156 159 4 133 1 151
split_gain=1.64687e-10 2.36484e-10 1.50587e-10 3.21911e-10 1.38315e-10 2.32741e-10 2.36703e-10 2.57963e-10 2.14241e-10 1.62749e-10 1.15602e-09 1.11409e-09 2.76746e-10 6.89122e-10 3.84175e-10 2.62063e-10 2.30051e-10 2.6555e-10 1.12451e-09 3.73555e-10 2.60311e-10 2.58949e-10 7.75601e-10 2.61831e-10 7.3052e-10 5.03243e-10 1.21073e-09 4.82952e-10 4.62714e-10 3.83677e-10
threshold=-0.38234499999999999 -0.23587499999999997 -0.24620999999999996 0.63556000000000001 0.10987500000000001 0.10071000000000001 -0.10069499999999999 0.093530000000000016 -0.55306499999999992 0.092710000000000015 0.09585500000000001 0.09055500000000001 0.10402500000000002 -0.065184999999999979 -0.080344999999999986 -0.061919999999999996 -0.112215 -0.057544999999999992 -0.079444999999999988 0.078675000000000009 -1.0000000180025095e-35 -0.0093599999999999985 -0.090344999999999995 0.091255000000000017 0.089950000000000016 0.10545500000000001 -0.49405499999999997 0.091580000000000009 0.11146500000000002 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 -8 11 -11 15 13 -12 -14 -10 -17 18 19 -18 -19 22 -22 24 29 26 -25 -28 -27 -23
right_child=1 2 3 -5 -6 -7 7 -9 9 10 12 -13 14 -15 -16 16 17 20 -20 -21 21 23 -24 25 -26 28 27 -29 -30 -31
leaf_value=-2.6094066072346325e-07 3.2148678043165055e-07 2.7313797161809817e-07 2.7150858050717375e-07 -3.9233101609798249e-07 2.503748895967626e-07 -3.4127590652133223e-07 3.1223006958085038e-07 -2.6798527888634759e-07 -2.7883356692930677e-07 -7.6885731604389475e-07 5.8298505602275942e-07 7.5039894369410837e-07 4.4461571193213817e-08 -2.1008932496280804e-08 -4.5752037607371677e-07 -3.1005335138754323e-07 -3.6523160013114296e-07 -3.4001696611405601e-07 8.3048077019753925e-07 2.1751633021629215e-07 -2.0064688761695357e-07 -7.3287937332342445e-09 6.3151955013533256e-07 9.3182865043672804e-07 -5.6877605790423735e-07 -5.3005351148271988e-07 -3.1674520877055828e-08 4.5449955579173279e-07 1.420303789245736e-07 3.4147369776249548e-07
leaf_weight=24 23 20 32 21 22 20 22 36 33 22 21 20 31 188 30 23 22 22 20 22 21 2175 24 20 23 20 84 27 21 32
leaf_count=24 23 20 32 21 22 20 22 36 33 22 21 20 31 188 30 23 22 22 20 22 21 2175 24 20 23 20 84 27 21 32
internal_value=0 2.02558e-09 -3.64661e-10 -2.15577e-09 5.45739e-10 -1.27965e-09 9.93813e-10 -1.93166e-09 1.34509e-09 -1.01254e-09 -7.18122e-08 6.91138e-09 -1.50159e-08 3.96795e-08 -2.02415e-07 1.16794e-09 4.78299e-09 7.64175e-09 2.08748e-07 -7.38576e-08 2.42878e-09 5.50758e-09 2.43175e-07 1.05502e-09 -8.11427e-09 1.19936e-07 2.15629e-07 8.6584e-08 -1.85815e-07 -2.27139e-09
internal_weight=0 3097 3074 3054 3033 3011 2991 2959 2923 2901 292 2609 270 209 61 2589 2556 2533 64 44 2469 2447 45 2402 2230 172 131 111 41 2207
internal_count=3121 3097 3074 3054 3033 3011 2991 2959 2923 2901 292 2609 270 209 61 2589 2556 2533 64 44 2469 2447 45 2402 2230 172 131 111 41 2207
is_linear=0
shrinkage=0.1


Tree=9076
num_leaves=31
num_cat=0
split_feature=1429 156 10 10 9 9 47 9 47 1366 1452 1456 1456 158 482 1447 2 480 1446 403 482 12 4 1370 457 457 1375 1456 1428 1
split_gain=1.57231e-10 3.10971e-10 1.3603e-10 1.66819e-10 5.8665e-10 5.69091e-10 2.18261e-10 2.91075e-09 2.04887e-09 4.18658e-10 2.35521e-10 2.71462e-10 8.6854e-10 3.71929e-10 4.28436e-10 2.80247e-10 9.86684e-10 3.83703e-09 7.7323e-10 5.22922e-10 2.74908e-10 7.9446e-10 2.34027e-10 2.32066e-10 4.27733e-10 4.59719e-10 3.93853e-10 5.82377e-10 3.12323e-10 3.22434e-10
threshold=-0.23752499999999996 0.32523500000000005 0.23718000000000003 0.0036750000000000007 0.092235000000000011 0.091600000000000015 0.094160000000000008 0.082870000000000013 0.096475000000000019 -0.082814999999999986 -0.073879999999999987 -0.23007499999999997 -0.14739999999999998 -0.47287499999999999 0.11117500000000001 -0.086359999999999978 0.087470000000000006 0.08598500000000002 0.085400000000000018 -0.57146499999999989 0.098465000000000011 0.22926500000000002 -0.019614999999999997 0.077860000000000026 -0.14941999999999997 -0.087124999999999994 0.084795000000000023 -0.088304999999999981 -0.042789999999999995 0.10684
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 9 -8 -2 -11 22 -13 -14 15 16 17 -15 -18 -17 21 23 -12 24 -21 -26 27 -27 -29 -30
right_child=1 -3 -4 4 -6 -7 8 -9 -10 10 11 12 13 14 -16 19 18 -19 -20 20 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-2.6639157446404418e-07 4.0128136224491473e-07 3.9493375879828819e-07 -2.5430395238924487e-07 4.9253473352548785e-07 -1.1970462881842369e-07 -4.9781741800505033e-07 1.059752780463441e-06 -1.1278731538210275e-06 1.3748727813679063e-08 3.0347078154591144e-07 4.4142411979919422e-07 -6.3522149621969061e-07 -3.9592421501311038e-07 -4.4650200635487642e-07 3.5755219634621206e-07 -5.2067977719616464e-07 -5.5254022324492255e-07 1.5123316384801911e-06 2.9763736900889628e-07 4.2229659698023174e-07 -3.590102467754264e-07 5.6852436989274226e-07 2.0482204580015866e-08 -3.4072149197700561e-07 -3.3888957972971231e-07 -5.2106871196015587e-07 4.1608027174788735e-07 3.5477952475086265e-07 8.3794954758590524e-09 -9.9735171995864508e-08
leaf_weight=22 26 20 21 29 34 23 20 23 294 25 25 22 24 20 33 20 23 20 20 23 22 24 28 21 42 22 22 24 1824 325
leaf_count=22 26 20 21 29 34 23 20 23 294 25 25 22 24 20 33 20 23 20 20 23 22 24 28 21 42 22 22 24 1824 325
internal_value=0 1.89181e-09 -6.6124e-10 1.08058e-09 1.6212e-07 -2.30689e-09 1.52782e-09 -7.7865e-09 8.03732e-08 1.99035e-09 -1.98878e-09 -4.94408e-09 -9.63438e-09 -4.14896e-09 -3.65215e-10 -5.18221e-09 1.75433e-07 5.32915e-07 -1.57109e-07 -1.15102e-08 -7.17501e-09 -3.84868e-09 2.1904e-07 -9.81349e-09 -6.76832e-09 -1.11368e-08 -4.92773e-09 -9.1474e-09 -3.96458e-09 -7.97102e-09
internal_weight=0 3099 3079 3058 63 2995 2972 2658 314 2635 2609 2584 2531 2509 2485 2452 83 40 43 2369 2349 2327 53 2303 2282 2259 2217 2195 2173 2149
internal_count=3121 3099 3079 3058 63 2995 2972 2658 314 2635 2609 2584 2531 2509 2485 2452 83 40 43 2369 2349 2327 53 2303 2282 2259 2217 2195 2173 2149
is_linear=0
shrinkage=0.1


Tree=9077
num_leaves=31
num_cat=0
split_feature=1420 155 1429 1425 155 156 156 1429 1429 47 155 475 474 156 1429 52 156 49 157 472 3 3 13 1452 133 1447 481 1447 402 403
split_gain=1.81492e-10 3.53565e-10 2.03943e-10 1.6934e-10 3.77779e-10 1.98996e-10 9.16732e-10 5.94731e-10 1.69148e-09 4.48547e-10 4.35103e-10 2.40451e-10 2.05216e-10 1.01739e-09 6.01174e-10 2.9501e-09 1.00794e-09 4.97624e-10 1.2908e-09 1.26921e-09 6.89981e-10 1.33759e-09 9.01632e-10 2.56219e-10 2.44175e-10 1.27305e-09 1.16097e-09 7.53691e-10 9.30866e-10 9.49557e-10
threshold=0.056520000000000008 0.14547000000000002 0.11809000000000001 0.09198000000000002 0.11562500000000002 0.09747500000000002 0.092385000000000009 -0.0061799999999999989 -0.078659999999999994 0.083310000000000009 0.085195000000000007 -0.073994999999999991 0.084550000000000014 0.087720000000000006 0.083725000000000008 -0.015539999999999998 0.083310000000000009 0.08610000000000001 -0.08577499999999999 -0.065034999999999996 -0.082594999999999988 -0.086274999999999977 -0.07692499999999998 -0.073879999999999987 0.032270000000000007 0.022105000000000003 -0.087974999999999984 -0.086279999999999982 0.10874500000000002 -0.55276999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 11 12 -7 13 14 16 -16 23 18 -14 -19 21 -20 -22 -9 25 -25 -26 -28 29 -29
right_child=-2 -3 -4 -5 -6 9 -8 10 -10 -11 -12 -13 17 -15 15 -17 -18 19 20 -21 22 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=-6.1241720814564365e-08 -2.7987134770860992e-07 3.8440977379039509e-07 -2.9127368345408892e-07 2.5549530540467041e-07 -3.5999960556801886e-07 3.3627832032795166e-07 -5.6239444394046541e-07 3.3390100794428656e-07 1.0650831045211363e-06 5.5769461262400453e-07 -4.3716253372849678e-07 -2.370928014102288e-08 -6.8150950351782048e-07 7.0069790129288052e-07 -1.1939932229008423e-06 2.7240635113364135e-07 5.5814698722508289e-07 6.4851802211183827e-07 -2.355560196208803e-07 -3.5093829045725521e-07 -7.1642718674470329e-07 6.2127939405140102e-07 1.2466381332387755e-07 -1.4329954563046694e-08 7.0028473585418507e-07 -8.1727180685220451e-07 -5.6989443378153651e-07 -6.0530587984904591e-07 5.4118605183768002e-07 3.4155425656483082e-08
leaf_weight=40 23 24 24 26 29 23 29 23 20 20 23 96 39 21 23 34 33 27 38 24 26 35 25 1554 26 20 21 24 35 716
leaf_count=40 23 24 24 26 29 23 29 23 20 20 23 96 39 21 23 34 33 27 38 24 26 35 25 1554 26 20 21 24 35 716
internal_value=0 2.07812e-09 -9.06907e-10 1.37795e-09 -8.06926e-10 2.67107e-09 -3.01553e-09 2.7227e-09 3.142e-07 1.19512e-07 -4.03141e-09 4.58682e-08 -4.00938e-10 7.55261e-09 1.75107e-09 -3.19299e-07 9.2143e-09 -9.44311e-08 -1.79728e-07 1.78186e-07 -2.19102e-08 1.75255e-07 -3.04128e-07 1.72576e-09 -1.4629e-09 -2.45325e-08 4.27118e-08 2.12333e-08 3.72509e-08 1.34161e-08
internal_weight=0 3098 3074 3050 3024 2995 2856 2827 60 139 2767 119 2744 2530 2509 57 2452 214 163 51 124 73 51 2419 2396 1574 822 796 775 740
internal_count=3121 3098 3074 3050 3024 2995 2856 2827 60 139 2767 119 2744 2530 2509 57 2452 214 163 51 124 73 51 2419 2396 1574 822 796 775 740
is_linear=0
shrinkage=0.1


Tree=9078
num_leaves=31
num_cat=0
split_feature=156 1428 142 11 34 97 34 133 9 13 2 16 147 150 49 448 153 48 150 150 457 123 1 160 160 1 3 1 130 4
split_gain=1.61006e-10 1.84579e-10 1.50558e-10 2.35565e-10 1.99085e-10 4.40607e-10 2.58253e-10 7.51693e-10 3.44151e-10 7.67968e-10 5.07558e-10 1.81662e-09 2.11022e-10 2.08133e-10 8.06907e-10 2.85731e-10 2.07177e-10 1.69933e-10 1.73001e-10 2.2039e-10 2.15811e-10 1.79184e-10 2.21121e-10 8.80749e-10 1.07364e-09 6.89459e-10 1.74733e-09 9.65262e-10 7.71713e-10 1.06772e-09
threshold=0.3248100000000001 0.10668500000000002 -0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.0047149999999999996 -0.057544999999999992 0.086990000000000012 0.091600000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.056919999999999991 0.099730000000000027 0.12640500000000002 -0.045154999999999994 1.0000000180025095e-35 1.0000000180025095e-35 -0.09386499999999999 0.11386500000000001 0.10980500000000001 0.10378500000000002 0.11679000000000002 0.089625000000000024 -0.53908999999999996 -0.43215499999999996 0.085475000000000009 0.084940000000000015 0.084525000000000003 -0.0024349999999999992 -0.082349999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -6 10 -10 11 -8 13 15 -15 16 17 -12 19 20 21 22 25 -24 -25 27 28 -19 -27 -30
right_child=-2 -3 3 4 6 -7 8 -9 9 -11 12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=2.5488140254613319e-07 -2.6360495192658048e-07 3.0476487438590999e-07 -3.2797387193154879e-07 1.7046318887992131e-07 6.8478152063921106e-07 -4.3156213073123055e-07 -2.6803205723050874e-07 -1.0080977987094041e-07 1.1320268174060906e-07 -7.340774203612455e-07 -2.3727891947563273e-07 9.9000664035160803e-07 2.5826871003408585e-07 1.8579414481442096e-07 -6.098888006818016e-07 3.3616414657444696e-07 -2.6931155788204331e-07 5.0301501363106242e-09 2.4084198017249039e-07 -3.1584396176433741e-07 2.8324812151725852e-07 2.4204230366346265e-07 -6.8754730498150308e-07 6.1336272125345206e-07 -5.3294107955313164e-08 5.2766458063994535e-07 1.0194999966944598e-06 -6.4737900747564205e-07 -4.8167739206488677e-07 1.7928173076479465e-07
leaf_weight=23 23 20 22 20 21 31 24 29 23 20 30 22 31 26 25 25 29 1620 30 22 27 30 21 25 717 30 23 23 37 72
leaf_count=23 23 20 22 20 21 31 24 29 23 20 30 22 31 26 25 25 29 1620 30 22 27 30 21 25 717 30 23 23 37 72
internal_value=0 1.95546e-09 -1.21163e-11 -1.93112e-09 4.33847e-10 -1.95474e-07 3.78438e-09 2.29139e-07 -5.86313e-11 -2.80881e-07 4.12114e-09 3.33639e-07 -1.21048e-09 -4.07103e-09 -2.04247e-07 -3.73471e-10 -3.44856e-09 -6.00378e-10 2.05198e-09 -6.54369e-10 1.98722e-09 -9.35815e-10 -3.77434e-09 -4.89073e-08 -3.08326e-08 1.5304e-08 2.12128e-07 -4.10278e-09 7.85335e-08 -4.50805e-08
internal_weight=0 3098 3078 3055 3033 51 2982 50 2932 43 2889 46 2843 2812 51 2761 2736 2707 2677 2647 2625 2598 2568 763 742 1805 162 1643 139 109
internal_count=3121 3098 3078 3055 3033 51 2982 50 2932 43 2889 46 2843 2812 51 2761 2736 2707 2677 2647 2625 2598 2568 763 742 1805 162 1643 139 109
is_linear=0
shrinkage=0.1


Tree=9079
num_leaves=31
num_cat=0
split_feature=448 447 3 3 50 160 15 1 49 16 151 12 447 472 1425 3 473 120 15 33 1374 4 156 156 3 2 4 157 12 156
split_gain=1.63035e-10 2.56908e-10 1.79361e-10 7.35099e-10 5.78635e-10 6.65189e-10 5.78651e-10 1.38888e-09 5.15071e-10 3.55429e-10 4.23106e-10 5.75918e-10 2.34424e-10 2.22177e-10 4.42503e-10 2.18911e-10 5.42709e-10 2.2675e-10 2.82712e-10 2.22275e-10 1.79438e-10 7.76508e-10 2.46898e-10 6.24018e-10 4.45044e-10 1.12226e-09 5.19393e-10 4.64343e-10 4.28086e-10 3.33407e-10
threshold=0.068920000000000023 0.094005000000000019 0.10893000000000001 0.10542000000000001 0.091320000000000012 0.089640000000000011 -0.020484999999999996 0.10325000000000002 0.13014500000000004 -0.08595499999999999 -0.076249999999999984 -0.054684999999999991 0.08870500000000002 -0.38234499999999999 0.10129000000000002 0.097915000000000016 0.084020000000000011 1.0000000180025095e-35 -0.56020999999999987 -0.0066799999999999993 0.092505000000000018 0.0033150000000000007 0.098195000000000018 0.092385000000000009 0.0051600000000000005 0.09678500000000001 1.0000000180025095e-35 -0.0062799999999999991 0.090455000000000021 0.090170000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 6 9 -8 -6 10 -4 -12 13 -1 15 16 17 18 -15 -20 22 -22 23 24 29 26 27 -26 -24 -21
right_child=-2 -3 4 -5 8 -7 7 -9 -10 -11 11 -13 -14 14 -16 -17 -18 -19 19 20 21 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-3.1685514985921066e-07 -2.8458805161335478e-07 2.8372164480039429e-07 -1.7064553490668419e-07 -6.1215734941555417e-07 -6.213195030113639e-07 -3.9048266899044391e-07 8.8494354818417033e-09 1.0756402149502758e-06 8.776970999303472e-08 -1.6629205828979008e-07 4.5954149588901735e-08 6.3239090828594935e-07 -2.4721524100758148e-07 3.6783609666762074e-07 4.7086287565889504e-07 2.5477191483225922e-07 -5.107389133248337e-07 -3.0638355349073742e-07 2.8491242747779524e-07 -6.8174310660731781e-09 2.4245093129593441e-07 -6.1848583421599621e-07 3.3267009106763096e-07 -4.4584463463337445e-07 1.5539293347343198e-07 7.5519470583542536e-07 3.369821945214778e-07 -4.4627679148467496e-07 -3.8030027450407615e-08 -3.8149717767055337e-07
leaf_weight=22 20 32 22 20 20 20 26 23 21 35 34 33 39 21 20 33 21 24 27 2275 20 22 59 32 23 27 31 29 66 24
leaf_count=22 20 32 22 20 20 20 26 23 21 35 34 33 39 21 20 33 21 24 27 2275 20 22 59 32 23 27 31 29 66 24
internal_value=0 1.84352e-09 -1.09558e-09 -8.04098e-09 8.30506e-08 1.55529e-07 2.18652e-07 5.09588e-07 -2.58127e-07 1.03685e-07 2.09855e-07 3.34796e-07 -3.74885e-09 -3.28396e-10 2.20014e-09 -1.22826e-09 -4.356e-09 -3.8807e-10 2.37695e-09 -5.35629e-10 -3.4908e-09 -2.08516e-07 -1.34975e-10 -7.1544e-09 -1.32705e-09 1.9517e-07 1.29935e-08 -1.80154e-07 1.3694e-07 -1.07288e-08
internal_weight=0 3101 3069 2835 234 193 173 49 41 124 89 67 2815 2776 2754 2734 2701 2680 2656 2635 2608 42 2566 2441 2409 110 83 52 125 2299
internal_count=3121 3101 3069 2835 234 193 173 49 41 124 89 67 2815 2776 2754 2734 2701 2680 2656 2635 2608 42 2566 2441 2409 110 83 52 125 2299
is_linear=0
shrinkage=0.1


Tree=9080
num_leaves=31
num_cat=0
split_feature=46 1429 156 475 1209 2 3 1209 1209 1209 1213 1210 1210 1210 1213 1212 2 12 4 15 1213 1213 1185 1213 1447 481 1446 1447 1209 403
split_gain=1.67526e-10 2.14625e-10 3.45226e-10 1.78998e-10 1.41715e-10 4.9695e-10 1.32013e-09 1.88178e-10 2.00136e-10 1.43582e-10 1.62458e-10 2.51834e-09 1.56745e-09 5.52948e-10 3.86491e-10 7.31229e-10 5.28708e-10 4.11815e-10 4.51977e-10 7.90483e-10 3.39328e-10 4.8917e-10 4.56044e-10 2.56442e-10 2.54081e-10 7.42145e-10 6.49002e-10 4.09052e-10 2.39938e-10 4.86001e-10
threshold=0.096120000000000011 -0.23752499999999996 0.32523500000000005 0.10142500000000002 0.10272000000000002 0.094215000000000007 -0.082334999999999978 0.091045000000000001 0.088060000000000013 0.086040000000000019 -0.084619999999999987 -0.3960249999999999 -0.086074999999999985 -0.08126499999999999 -0.087529999999999983 0.087505000000000013 0.10136500000000002 0.094375000000000014 -0.080924999999999983 0.086195000000000008 -0.077179999999999985 -0.082414999999999974 0.092945000000000014 -0.43370499999999995 -0.086359999999999978 -0.081334999999999977 0.037915000000000011 -0.084894999999999984 -0.084519999999999984 -0.5335399999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 8 9 10 12 -12 -3 -13 16 -16 17 18 19 -14 21 -15 24 -20 25 -22 -27 -26 -29 -30
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11 11 13 14 20 15 -17 -18 -19 23 -21 22 -23 -24 -25 27 26 -28 28 29 -31
leaf_value=-3.2897984816315787e-07 2.1755968167066648e-07 9.2443792823360124e-07 4.1378277273906863e-07 -2.6430794914762581e-07 4.0902754958193769e-07 4.0364773944453506e-07 -5.9943067208223516e-07 -2.6257259812772257e-07 2.8549396470604429e-07 -2.0876288213939383e-07 -1.1269702554272955e-06 5.10530232337e-07 -1.7552227206557968e-09 -6.541226809986256e-08 -7.0924316247555913e-07 1.4587597490844928e-07 -4.1954613763550699e-07 5.3848815468882098e-07 9.6068979591391655e-08 7.3522741827632259e-07 5.1957824195726848e-07 6.3399472111314031e-07 -4.7333133696134787e-07 -3.0350884261151933e-07 -3.4607920361572223e-07 2.6785260171128095e-07 -4.1928477416932865e-07 -3.0287418187274144e-07 4.5436333744705931e-07 -7.5732423645771026e-09
leaf_weight=20 35 20 20 26 27 37 25 28 24 34 20 21 43 20 20 20 20 21 29 22 35 20 21 36 36 28 27 27 23 2336
leaf_count=20 35 20 20 26 27 37 25 28 24 34 20 21 43 20 20 20 20 21 29 22 35 20 21 36 36 28 27 27 23 2336
internal_value=0 -2.45707e-09 -3.2711e-10 -3.04615e-09 -7.96876e-10 1.23516e-07 -7.58081e-08 -4.57165e-09 -2.08318e-09 -4.48049e-09 -2.03915e-09 -9.14283e-09 7.83461e-08 -5.24265e-10 -1.85215e-09 -2.81684e-07 6.36055e-08 1.27599e-07 6.12247e-08 2.47685e-07 -4.69533e-09 2.84291e-07 -9.25887e-09 -1.25236e-07 -5.37929e-09 1.59605e-07 -6.94694e-08 -1.151e-08 -6.462e-09 -3.06941e-09
internal_weight=0 3086 3066 3046 3020 89 52 2931 2903 2879 2845 2614 231 2594 211 40 171 151 130 65 2573 40 2533 65 2512 90 55 2422 2386 2359
internal_count=3121 3086 3066 3046 3020 89 52 2931 2903 2879 2845 2614 231 2594 211 40 171 151 130 65 2573 40 2533 65 2512 90 55 2422 2386 2359
is_linear=0
shrinkage=0.1


Tree=9081
num_leaves=31
num_cat=0
split_feature=156 475 44 3 474 156 156 156 160 52 156 156 16 1371 151 475 1429 16 3 12 43 13 12 4 3 2 16 15 151 150
split_gain=1.47295e-10 1.73372e-10 1.3816e-10 3.05392e-10 2.1061e-10 1.48139e-10 6.47773e-10 5.12913e-10 4.95368e-10 4.58156e-10 3.01529e-10 4.54561e-10 2.02015e-09 4.23768e-10 6.29037e-10 3.13054e-10 4.59115e-10 2.10793e-10 4.28804e-10 1.39842e-09 1.71147e-09 7.07987e-10 1.07264e-09 1.03399e-09 1.69736e-09 6.3559e-10 5.73819e-10 4.28912e-10 3.64327e-10 6.23795e-10
threshold=0.3248100000000001 0.13528000000000004 0.084760000000000016 0.10299500000000002 0.11568500000000002 0.091255000000000017 0.092385000000000009 0.089950000000000016 -0.089744999999999978 -0.018574999999999998 0.089090000000000016 0.08759500000000002 -0.0087049999999999992 0.083235000000000017 -0.54279999999999984 0.05680000000000001 -0.054654999999999988 0.054560000000000004 -0.094874999999999987 0.089625000000000024 -0.092909999999999979 -0.077799999999999994 0.094225000000000017 -0.067104999999999984 -0.014944999999999998 0.10060500000000001 0.63167000000000006 -0.011859999999999997 -0.10737499999999998 0.10325000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 -7 10 -8 -10 11 13 -13 14 -1 16 -16 28 19 25 -21 22 27 24 -23 -19 -25 -20 29 -18
right_child=-2 -3 3 -5 -6 6 8 -9 9 -11 -12 12 -14 -15 15 -17 17 18 21 20 -22 23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-5.6285684365775526e-07 -2.5213155565680888e-07 2.8822414118881821e-07 -1.2612064438144443e-07 3.8944114512970732e-07 -2.9177170631555786e-07 6.2116393053202044e-07 -3.7413644825526854e-07 -4.5750206504635572e-07 2.7933919733597224e-08 5.3649722094206713e-07 3.8437167006577509e-07 -8.979287858639711e-07 3.4957275622105047e-07 3.5114022459899446e-07 3.7402600817200216e-07 -3.5942397259939676e-07 5.8369723090328401e-08 2.8914052471953676e-08 1.4558793829686827e-07 1.1092158147579559e-06 -1.4504148842234194e-08 -1.3378330777413795e-06 7.1078593826066281e-07 -5.5706550885609461e-08 -3.5003876917016901e-08 -7.2092113672539432e-07 -6.2549648312426602e-07 -3.2076398759117138e-07 3.1869682108666209e-09 7.0460920241544057e-07
leaf_weight=20 23 21 20 27 25 20 27 25 155 20 20 27 25 34 33 24 59 26 41 23 33 20 22 152 20 20 20 38 2081 20
leaf_count=20 23 21 20 27 25 20 27 25 155 20 20 27 25 34 33 24 59 26 41 23 33 20 22 152 20 20 20 38 2081 20
internal_value=0 1.87014e-09 -8.41771e-11 1.70053e-07 -2.72327e-09 -3.18542e-10 7.82941e-08 -6.58948e-09 2.45446e-08 8.60554e-08 -2.50216e-09 -5.32812e-09 -2.98168e-07 3.41162e-10 -4.15626e-09 8.91835e-11 3.39759e-09 -1.35221e-09 -6.66266e-08 1.11438e-07 4.47024e-07 -1.24654e-07 9.32412e-08 -2.28463e-07 -6.86418e-07 -2.97101e-07 -1.21961e-07 -7.87332e-08 1.11889e-08 2.21975e-07
internal_weight=0 3098 3077 47 3030 3005 222 2783 202 175 2758 2738 52 2686 2652 2632 2608 2575 415 102 56 313 101 212 40 46 172 79 2160 79
internal_count=3121 3098 3077 47 3030 3005 222 2783 202 175 2758 2738 52 2686 2652 2632 2608 2575 415 102 56 313 101 212 40 46 172 79 2160 79
is_linear=0
shrinkage=0.1


Tree=9082
num_leaves=31
num_cat=0
split_feature=448 0 15 403 403 160 484 401 52 16 52 15 15 2 16 2 15 399 42 1211 1213 402 1213 394 13 403 0 160 394 390
split_gain=1.44336e-10 2.25224e-10 4.51951e-10 1.32245e-10 7.04389e-10 5.15496e-10 8.46077e-10 7.74413e-10 1.15459e-09 6.99583e-10 4.73614e-10 6.23667e-10 1.73676e-09 4.83798e-10 1.02953e-09 6.00554e-10 5.49397e-10 4.70736e-10 4.14497e-10 1.97325e-10 4.0653e-10 2.80623e-10 2.65756e-10 3.56023e-10 5.74384e-10 2.89807e-10 5.14927e-10 4.9544e-10 2.68491e-10 4.58648e-10
threshold=0.068920000000000023 -0.24955499999999997 -0.13578499999999996 -0.090774999999999981 -0.092894999999999991 -0.025879999999999997 -1.0000000180025095e-35 -0.078179999999999986 0.10611000000000001 -0.0064149999999999997 0.090245000000000006 0.093115000000000017 0.090325000000000003 0.084145000000000011 -0.080954999999999985 0.085955000000000018 0.086195000000000008 -0.087854999999999989 -0.076394999999999977 0.13003000000000001 0.22676500000000002 0.15960500000000002 0.099360000000000018 0.055520000000000007 -0.01163 -0.085729999999999987 -0.086074999999999985 -0.57146499999999989 -0.12099999999999998 0.090020000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 -7 -8 10 -3 11 12 13 14 -9 -15 18 -5 -17 20 21 22 23 25 -25 26 -19 -27 -29 -30
right_child=-2 3 -4 17 -6 6 7 8 -10 -11 -12 -13 -14 15 -16 16 -18 19 -20 -21 -22 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=-1.0022094339877763e-07 -2.6778114829539847e-07 7.5696081956217701e-07 5.3376046875912484e-07 -4.5031506061832262e-07 6.0272215733903074e-07 -6.5253412969923377e-07 5.7679066398834593e-07 5.9643804842184843e-07 -6.8997997881107657e-07 -6.9432665412705328e-08 3.6120833403617184e-07 4.8296483806159984e-07 -9.6137519349781537e-07 -5.2653788971978294e-07 -1.9675502689627442e-07 -1.4435576442143168e-08 -2.9038706467569378e-07 8.6358778617068321e-08 5.7328354939402619e-07 -3.0367715143339327e-07 4.0674546989786608e-07 -3.7985508072324592e-07 -3.2828353351987974e-07 6.7595217874583117e-07 -6.4504112499848399e-08 4.6172925724773527e-07 -5.0525622019713714e-07 2.703885712662668e-07 -4.5832049507424537e-09 -4.8547042894142581e-07
leaf_weight=22 20 21 23 24 22 20 23 36 24 20 38 22 20 26 30 28 33 28 21 22 24 20 25 20 22 23 31 35 2378 20
leaf_count=22 20 21 23 24 22 20 23 36 24 20 38 22 20 26 30 28 33 28 21 22 24 20 25 20 22 23 31 35 2378 20
internal_value=0 1.72499e-09 2.23814e-07 -1.5453e-09 5.33285e-08 1.994e-08 -2.2708e-08 1.91409e-08 -2.69955e-08 3.53842e-07 3.56487e-08 -2.16257e-08 -7.88473e-08 2.25926e-08 2.35896e-07 -1.07759e-07 2.50242e-08 -9.43136e-09 2.37444e-07 -5.43544e-09 -2.93684e-09 -6.71562e-09 -3.8253e-09 -6.53047e-10 2.88094e-07 -5.47507e-09 -2.2449e-07 -2.1372e-10 -4.58063e-09 -8.59394e-09
internal_weight=0 3101 45 3056 384 362 321 301 278 41 254 216 194 174 66 108 82 2672 49 2648 2626 2602 2582 2557 42 2515 59 2456 2433 2398
internal_count=3121 3101 45 3056 384 362 321 301 278 41 254 216 194 174 66 108 82 2672 49 2648 2626 2602 2582 2557 42 2515 59 2456 2433 2398
is_linear=0
shrinkage=0.1


Tree=9083
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 50 13 13 51 474 471 474 0 1429 474 1429 49 155 157 155 157 157 157 133 133 480 133 133 481 484 1373
split_gain=1.33146e-10 4.07661e-09 2.11147e-09 6.69542e-10 1.45625e-10 3.84311e-10 5.10069e-10 5.27705e-10 1.89129e-10 2.61849e-10 1.59169e-10 6.20736e-10 1.92462e-10 1.04495e-09 1.31581e-09 4.12063e-10 2.71133e-10 2.87158e-10 2.72132e-10 2.56586e-10 4.47027e-10 2.5577e-10 2.21193e-10 3.92627e-09 1.72336e-09 1.6577e-09 1.1948e-09 9.42702e-10 8.93831e-10 5.62849e-10
threshold=-0.083284999999999984 0.10022000000000002 0.12679500000000002 0.089480000000000018 0.13159000000000001 -0.082904999999999993 -0.078279999999999975 0.14330000000000001 -0.26322499999999993 -0.086614999999999984 -0.090834999999999985 -0.087794999999999998 -0.012159999999999999 0.091650000000000009 -0.084934999999999997 0.085350000000000023 0.11562500000000002 -0.40214499999999992 0.10683000000000002 0.11933000000000001 0.099625000000000005 0.084490000000000023 0.090445000000000011 0.091410000000000005 0.11303500000000001 0.089595000000000022 0.088820000000000024 -0.086219999999999977 -0.085604999999999987 0.081220000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 8 -6 -7 -8 -2 -10 11 -11 13 14 15 -12 17 -14 19 20 21 22 24 -24 25 26 29 -25 -29 -19
right_child=2 -3 -4 -5 5 6 7 -9 9 10 12 -13 16 -15 -16 -17 -18 18 -20 -21 -22 -23 23 27 -26 -27 -28 28 -30 -31
leaf_value=-3.6819756532081096e-09 -2.4451689819571246e-07 1.3999885170722425e-06 -1.0296168443346688e-06 -6.1391593629167575e-07 -2.4798864156526758e-07 6.6043026322404333e-07 3.521251182708203e-07 -2.5876863455428417e-07 3.4361782771890668e-07 2.0726947454363657e-07 3.5966734742487464e-07 -5.6248401899045517e-07 3.5015106445628235e-07 -4.229268664284578e-07 1.0321153320091981e-06 -2.822537254587587e-07 -3.6239296928810987e-07 2.6588688660511565e-09 -3.7220366209567148e-07 3.3814643723479265e-07 -4.6430406893618749e-07 2.9425999245851361e-07 1.3304890502566828e-06 -6.3053641902708643e-07 -8.6244679084283389e-07 -7.4718796488089847e-07 7.0312972795250066e-07 5.6305387649194152e-07 -9.062118807683393e-09 -3.221134749832221e-07
leaf_weight=178 32 21 20 20 22 20 31 26 22 20 20 22 23 23 20 20 21 1792 20 22 21 29 23 23 24 30 24 29 468 55
leaf_count=178 32 21 20 20 22 20 31 26 22 20 20 22 23 23 20 20 21 1792 20 22 21 29 23 23 24 30 24 29 468 55
internal_value=0 7.51874e-08 -5.67381e-09 -6.53218e-08 1.43197e-09 1.20614e-07 2.25929e-07 7.34718e-08 -2.8077e-09 3.89823e-12 -2.76617e-09 -1.95935e-07 2.53216e-10 1.5016e-07 3.69843e-07 3.87068e-08 -4.52491e-09 -1.61542e-09 -4.77582e-09 -1.88268e-09 -4.85355e-09 -9.8953e-10 -4.45883e-09 5.19087e-08 -2.03589e-08 -9.72755e-09 2.09704e-09 -4.64394e-09 2.43209e-08 -7.01221e-09
internal_weight=0 219 2902 198 2882 99 77 57 2783 2751 2729 42 2687 83 60 40 2604 2583 2560 2540 2518 2497 2468 543 1925 1901 1871 520 497 1847
internal_count=3121 219 2902 198 2882 99 77 57 2783 2751 2729 42 2687 83 60 40 2604 2583 2560 2540 2518 2497 2468 543 1925 1901 1871 520 497 1847
is_linear=0
shrinkage=0.1


Tree=9084
num_leaves=31
num_cat=0
split_feature=1420 155 1429 160 483 479 1456 154 471 156 474 0 155 47 47 47 12 42 12 12 2 12 132 15 393 1213 12 128 1185 393
split_gain=1.4428e-10 3.05799e-10 1.58204e-10 1.48778e-10 2.78077e-10 2.57631e-10 1.81842e-10 2.34675e-10 2.47089e-10 2.14163e-10 2.45437e-10 5.28889e-10 1.82693e-10 1.88501e-10 1.2152e-09 7.11702e-10 2.10156e-10 6.00088e-10 3.94652e-10 4.35454e-10 9.36043e-10 5.90646e-10 2.86341e-10 5.47026e-09 2.16716e-09 4.48008e-10 5.59701e-10 2.55364e-10 3.54599e-10 3.5298e-10
threshold=0.056520000000000008 0.14547000000000002 0.11699500000000002 0.62940000000000007 -0.47181499999999993 0.11469500000000001 0.11510000000000002 0.085530000000000009 0.094575000000000006 -0.093169999999999989 -0.090834999999999985 -0.087794999999999998 0.11245500000000001 0.092165000000000011 0.096475000000000019 0.089785000000000018 0.14786000000000002 0.15665000000000004 0.12757000000000002 0.11527000000000001 0.10381000000000001 0.11351500000000002 -0.083284999999999984 0.091650000000000023 0.11213000000000002 0.087530000000000011 0.090165000000000009 0.10773500000000001 0.092170000000000016 0.09389500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6 11 -11 13 15 -15 16 18 -18 19 21 -21 22 23 25 27 26 -12 28 29 -24
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 10 12 -13 -14 14 -16 -17 17 -19 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.7476937947644733e-07 -2.4953681423025758e-07 3.5742040749298098e-07 -2.2944125963893689e-07 -2.7051805879807488e-07 3.0469392169523061e-07 -3.4838082840559811e-07 2.2341949666902971e-07 3.4172248348340872e-07 -3.0889532736794604e-07 1.8645244196591195e-07 -4.5052885905900234e-08 -4.6907995787659473e-07 2.1448750260333328e-07 -6.5826600632590275e-07 -5.2040759667394159e-09 6.0228371758341835e-07 5.746221612081053e-07 -1.559085148337338e-07 -4.2224305070574663e-07 7.5904601159060769e-07 -1.4314605125590512e-07 -5.1843438458573396e-07 -1.6116436114578059e-09 1.6780124547466358e-06 -9.7286419748753445e-07 3.3477219398307738e-07 -5.5699253229996818e-07 2.5655263499037901e-07 -4.1055887937177653e-07 4.2051441894841446e-07
leaf_weight=20 23 24 30 20 23 21 37 20 26 20 90 32 40 32 260 20 23 22 22 23 23 22 2076 20 23 21 28 39 21 20
leaf_count=20 23 24 30 20 23 21 37 20 26 20 90 32 40 32 260 20 23 22 22 23 23 22 2076 20 23 21 28 39 21 20
internal_value=0 1.85188e-09 -9.24195e-10 1.32794e-09 3.12587e-09 6.51543e-10 3.10869e-09 3.41722e-10 -1.99171e-09 7.59842e-10 -1.66994e-09 -2.16952e-07 2.29278e-09 -7.54905e-10 -7.67725e-08 8.14888e-09 3.34391e-09 2.17474e-07 -6.24726e-10 3.23047e-09 3.0795e-07 -2.70898e-09 2.14387e-09 1.31698e-07 -7.30957e-09 -9.07938e-08 -1.6653e-07 2.99088e-09 -1.68031e-09 2.41628e-09
internal_weight=0 3098 3074 3044 3024 3004 2983 2946 2926 2900 2877 52 2825 2785 292 2493 2473 45 2428 2406 46 2360 2338 159 2179 139 118 2156 2117 2096
internal_count=3121 3098 3074 3044 3024 3004 2983 2946 2926 2900 2877 52 2825 2785 292 2493 2473 45 2428 2406 46 2360 2338 159 2179 139 118 2156 2117 2096
is_linear=0
shrinkage=0.1


Tree=9085
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 42 2 42 15 403 42 403 403 403 403 1186 391 128 16 1185 128 402 401 0 3 403 15 130 403 13 132
split_gain=1.41231e-10 1.15111e-09 5.15775e-10 3.48798e-10 1.86811e-10 3.29822e-10 4.43969e-10 3.23205e-10 1.53981e-10 9.8372e-10 2.05896e-10 3.56558e-10 2.47798e-10 2.15064e-10 1.57575e-10 2.49992e-10 2.57108e-10 6.055e-10 4.38117e-10 3.60861e-10 5.19876e-10 1.9127e-10 6.1624e-10 7.94582e-10 2.68429e-10 6.12867e-10 1.17766e-09 1.36307e-09 8.69965e-10 4.5939e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.049004999999999993 0.089320000000000024 -0.087819999999999981 0.084510000000000016 -0.5492149999999999 0.091205000000000008 -0.5425549999999999 -0.5335399999999999 -0.52336499999999997 -0.49218499999999993 0.090275000000000008 -0.086319999999999994 0.10773500000000001 -0.076354999999999992 0.088895000000000016 0.10318000000000001 0.23460000000000003 -0.13200999999999999 -0.071924999999999989 -0.078084999999999988 -0.085729999999999987 0.085315000000000016 0.08610000000000001 -0.092474999999999988 -0.073839999999999975 0.098425000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -6 9 -3 -10 -12 -13 -14 15 -15 18 -18 19 20 21 22 23 -17 25 26 27 -23 -27 -26
right_child=1 8 -4 -5 7 -7 -8 -9 10 -11 11 12 13 14 -16 16 17 -19 -20 -21 -22 24 -24 -25 29 28 -28 -29 -30 -31
leaf_value=6.9118355838782014e-08 7.4356772810937228e-07 -2.2255226458034078e-07 -5.0474890434770719e-07 -4.0778794744342343e-07 1.0480234667026628e-08 1.6190394143739634e-07 -5.2199938570159552e-07 4.373278317852207e-07 -3.2238440439869014e-07 6.4295163682004386e-07 4.2033607144276181e-07 -2.6047381325227163e-07 2.8629464233850185e-07 -3.5773407205397237e-07 2.0227946445297797e-07 3.8834770376442149e-07 5.0443777535835382e-07 -1.5701732309025831e-07 -4.7365269466581595e-07 4.1931605977651997e-07 -5.0262160692952992e-07 -3.9398444742807862e-08 5.9773899898438942e-07 -4.4366769659613211e-07 -6.9615901298386304e-09 -8.7342626603582511e-07 -6.476800848531639e-07 8.6780663883184228e-07 -1.2326657941212734e-07 2.3129485923571262e-07
leaf_weight=24 21 29 25 21 68 33 27 24 20 24 20 37 26 20 37 22 31 25 20 20 21 67 22 24 2212 22 21 22 52 84
leaf_count=24 21 29 25 21 68 33 27 24 20 24 20 37 26 20 37 22 31 25 20 20 21 67 22 24 2212 22 21 22 52 84
internal_value=0 5.88412e-09 -7.68741e-08 -2.25753e-08 2.33876e-08 -8.44323e-08 -2.43826e-07 1.21832e-07 5.01438e-10 1.69374e-07 -2.66679e-09 -3.87165e-10 -3.40852e-09 5.26976e-11 -2.68143e-09 -5.50584e-09 -2.86248e-09 2.09145e-07 -7.41305e-09 -3.81135e-09 -7.10545e-09 -3.02153e-09 1.62439e-07 -4.57473e-08 -7.55836e-09 -1.23774e-07 2.59161e-08 1.84854e-07 -3.46287e-07 1.75511e-09
internal_weight=0 2899 222 197 176 84 51 92 2878 53 2825 2805 2785 2748 2722 2685 2665 56 2609 2589 2569 2548 68 46 2480 184 110 89 74 2296
internal_count=3121 2899 222 197 176 84 51 92 2878 53 2825 2805 2785 2748 2722 2685 2665 56 2609 2589 2569 2548 68 46 2480 184 110 89 74 2296
is_linear=0
shrinkage=0.1


Tree=9086
num_leaves=31
num_cat=0
split_feature=12 130 147 142 45 45 1429 156 1429 16 4 475 484 1456 50 13 124 133 13 42 1429 484 42 12 12 12 4 475 2 1375
split_gain=1.37466e-10 2.54102e-10 1.39437e-10 3.74574e-10 2.67044e-10 8.84637e-10 1.93401e-10 4.20968e-10 2.41323e-10 1.90165e-10 3.69643e-10 3.24685e-10 5.13537e-10 8.4e-10 5.37765e-10 5.83802e-10 7.81712e-10 6.70264e-10 5.92745e-10 1.23168e-09 7.17794e-10 1.57299e-09 5.9659e-10 4.95513e-10 5.25873e-10 4.48587e-10 3.05651e-10 2.64537e-10 1.27574e-09 4.15727e-10
threshold=0.23631000000000002 -0.22461999999999996 0.11204500000000002 -0.057499999999999989 0.083445000000000005 0.10526500000000001 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 0.061255000000000011 -0.17966999999999997 -0.086279999999999982 -0.078424999999999981 0.085405000000000023 -0.47144999999999992 -0.080759999999999985 -1.0000000180025095e-35 0.10397500000000001 -0.055129999999999992 0.090545000000000014 -0.026244999999999997 0.081425000000000011 0.097020000000000009 0.094835000000000017 0.10463500000000002 0.087535000000000016 -0.041644999999999995 -0.086279999999999982 0.086950000000000013 -0.15308499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 8 -8 10 -10 26 13 -13 -14 25 -17 18 19 -18 -20 23 -21 -22 -25 -16 -11 28 -12 -29
right_child=-2 2 -4 4 5 -7 7 -9 9 11 27 12 14 -15 15 16 17 -19 20 22 21 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=3.0723987433871287e-07 -2.4357706906911241e-07 4.3218896898622462e-07 -2.6406407911849787e-07 3.0404405417054172e-07 -7.3950654524423962e-07 1.5277884313036341e-07 3.2525483007979662e-07 -4.5773669967275053e-07 3.2188076971058431e-07 9.1136862743403733e-09 3.2662268848935942e-07 -6.9499526420479403e-07 4.157893143267681e-07 5.7106259040059141e-08 -5.5585933580459821e-08 3.9088695215328838e-07 -1.1032801588519511e-06 2.0400708029327667e-07 -6.9882890102235257e-07 1.7094807741141024e-08 -3.7711270690822731e-07 6.9988851593101893e-07 -6.5023657985615757e-07 3.2914370667721676e-07 -2.7843134885501809e-07 4.0466678388639823e-07 4.4323892371677252e-07 2.8739036163524699e-07 -5.5810050532465124e-07 6.5430412396746843e-09
leaf_weight=27 23 20 20 21 20 25 23 20 38 55 28 33 24 27 45 26 22 39 20 37 70 23 21 28 29 40 23 54 39 2201
leaf_count=27 23 20 20 21 20 25 23 20 38 55 28 33 24 27 45 26 22 39 20 37 70 23 21 28 29 40 23 54 39 2201
internal_value=0 1.80306e-09 -8.82317e-10 8.429e-10 -2.00333e-09 -2.43792e-07 1.64051e-09 -5.01301e-10 2.60386e-09 6.41736e-11 1.25133e-08 -5.22131e-08 -8.27263e-08 -3.5655e-07 -4.39777e-08 -7.15637e-08 -1.3432e-07 -1.8157e-07 -2.41721e-07 -4.66183e-07 -1.36091e-07 -6.10596e-08 -2.24525e-07 -1.98869e-07 2.00266e-08 1.61004e-07 1.37125e-07 7.4504e-09 -1.88365e-07 1.32684e-08
internal_weight=0 3098 3071 3051 3031 45 2986 2965 2945 2922 2360 562 484 60 424 400 315 289 250 80 170 150 58 127 57 85 78 2322 67 2255
internal_count=3121 3098 3071 3051 3031 45 2986 2965 2945 2922 2360 562 484 60 424 400 315 289 250 80 170 150 58 127 57 85 78 2322 67 2255
is_linear=0
shrinkage=0.1


Tree=9087
num_leaves=31
num_cat=0
split_feature=130 130 403 3 42 403 12 130 1210 3 42 4 43 13 2 1201 0 0 133 43 42 43 133 160 12 401 481 402 0 3
split_gain=1.58082e-10 2.99324e-10 1.36386e-10 7.31078e-10 1.98852e-09 1.41299e-09 1.03701e-09 1.19214e-09 5.443e-10 8.11025e-10 1.25723e-09 7.36773e-10 6.89727e-10 9.3357e-10 1.29171e-09 4.72505e-10 4.64786e-10 5.59732e-10 1.9326e-10 8.89135e-10 1.23874e-09 5.94975e-10 5.32023e-10 4.15122e-10 4.85212e-10 5.20847e-10 3.98277e-10 2.56147e-10 5.78068e-10 1.22693e-09
threshold=-0.23647499999999996 -0.16562999999999997 -0.090774999999999981 -0.085784999999999986 0.085730000000000015 -0.55276999999999987 0.085565000000000016 0.086055000000000006 -0.13847499999999999 -0.082039999999999988 0.089810000000000015 -0.079164999999999985 0.055925000000000009 -0.064619999999999983 0.094215000000000007 -0.081779999999999978 -0.082724999999999979 -0.079634999999999997 0.098785000000000012 -0.073404999999999984 0.090395000000000017 -0.070064999999999975 0.095000000000000015 -0.063384999999999983 0.096210000000000004 -0.46360499999999999 0.12913000000000005 -0.064959999999999976 -0.086234999999999992 -0.082284999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 -3 16 -7 10 -10 -11 13 -13 -15 -4 -8 -18 22 20 -20 -21 26 -23 -25 -26 27 28 -17 -30
right_child=1 2 15 5 -6 8 7 -9 9 11 -12 12 -14 14 -16 18 17 -19 19 21 -22 23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-2.8024155163564051e-07 3.7806376553817248e-07 -5.3786914382113613e-07 -4.8116116257038562e-07 -8.4160016261388858e-07 1.079727950997514e-06 4.8973552938233211e-07 2.5499311030548946e-07 7.509707396319096e-07 2.3258105625934673e-08 6.1317498074972918e-07 -9.6651783353861129e-07 -6.2723674747960308e-07 4.8491600717878478e-07 -4.2106508939372571e-07 5.4962073442044951e-07 -2.8691371909417287e-07 -5.9101255279377558e-07 1.3076504136480792e-07 2.5911546378813147e-08 5.2531677387047579e-07 -7.9803403596972411e-07 -3.7802635830530564e-07 4.0823445797144591e-07 3.3934463996693492e-07 -4.7963037085689091e-07 1.1245917116516817e-07 4.2134881539368507e-07 -1.1986960074835441e-08 -3.7126959201112405e-08 9.2128879239019385e-07
leaf_weight=20 21 23 21 21 23 22 39 29 33 23 21 27 22 26 29 20 21 22 37 22 36 28 32 38 24 39 22 2324 34 22
leaf_count=20 21 23 21 21 23 22 39 29 33 23 21 27 22 26 29 20 21 22 37 22 36 28 32 38 24 39 22 2324 34 22
internal_value=0 1.80565e-09 -7.59745e-10 5.52481e-08 2.20708e-07 -6.07218e-08 7.32646e-08 1.99896e-07 2.00587e-08 -3.70291e-08 -3.61655e-07 1.01001e-07 -1.22686e-08 -1.4566e-07 9.07511e-08 -8.666e-09 5.00364e-09 -2.21731e-07 -4.96085e-09 -9.38767e-08 -3.80418e-07 4.46497e-08 3.15536e-09 -3.73245e-08 5.71275e-08 -1.13099e-07 -2.19664e-09 -6.07914e-09 1.74576e-07 3.39394e-07
internal_weight=0 3101 3080 381 157 224 134 111 203 181 54 127 104 82 55 2699 82 43 2678 224 73 151 2454 129 101 63 2422 2400 76 56
internal_count=3121 3101 3080 381 157 224 134 111 203 181 54 127 104 82 55 2699 82 43 2678 224 73 151 2454 129 101 63 2422 2400 76 56
is_linear=0
shrinkage=0.1


Tree=9088
num_leaves=31
num_cat=0
split_feature=130 121 11 33 9 9 40 52 128 128 1185 128 128 131 129 43 16 132 1 399 393 128 4 132 12 12 13 12 43 43
split_gain=1.28055e-10 2.57952e-10 2.6381e-10 2.69697e-10 1.53441e-10 2.65953e-10 1.43661e-10 1.89712e-10 1.54642e-10 3.53694e-10 2.4539e-10 3.93367e-10 4.29912e-10 2.47549e-10 3.31289e-10 1.32034e-09 2.57072e-10 2.72926e-10 5.4039e-09 2.32938e-09 1.07761e-09 2.32441e-10 6.99801e-10 3.99829e-10 2.64263e-10 7.83644e-10 8.46666e-10 1.6268e-09 1.07431e-09 9.81296e-10
threshold=-0.23647499999999996 -0.088279999999999983 -0.011194999999999998 -0.009184999999999997 0.089995000000000006 0.10750500000000002 0.10214500000000001 -1.0000000180025095e-35 0.11170500000000001 0.10724000000000002 0.092945000000000014 0.10332500000000001 0.099125000000000005 0.13767000000000004 0.096450000000000022 -0.084359999999999991 0.64105000000000001 -0.083284999999999984 0.089475000000000013 0.091580000000000009 0.10483000000000002 0.085955000000000018 -0.016959999999999999 0.13831000000000002 0.09320500000000001 0.09364500000000002 -0.077944999999999987 0.094580000000000011 0.055925000000000009 -0.081944999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 8 -8 9 10 11 12 13 14 16 -16 17 18 20 21 -5 23 -23 24 -19 -26 27 -27 -29 -28
right_child=1 2 3 4 5 -7 7 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 19 -20 -21 -22 22 -24 -25 25 26 29 28 -30 -31
leaf_value=-2.522173839736297e-07 3.2155446149317869e-07 3.2255564474326095e-07 -3.1826559365897454e-07 8.4446763673310327e-09 3.3936997776690455e-07 -1.0091770684045078e-07 -4.1046695045565687e-07 1.5077984792035501e-08 -1.6154885159621546e-07 4.2106803423536119e-07 -3.3362278822385804e-07 4.2285349444171061e-07 -4.4197249761427061e-07 -3.4020810962450323e-07 -3.1550675340478542e-07 6.6569217307410619e-07 3.0087665874946527e-07 1.5909302023084557e-08 1.5467515474345261e-06 -8.8814508148497387e-07 -7.6121917204762305e-07 5.605521802517952e-07 -1.7368618159707694e-07 -4.5139806474026042e-07 -6.0986535936535802e-07 1.0265197539638394e-06 1.9215238436250578e-07 -2.5791166074599944e-07 4.4998554691804629e-07 -1.7988669914606212e-07
leaf_weight=20 25 25 27 136 34 23 20 22 59 20 22 22 22 21 24 32 28 1835 23 30 21 27 25 20 25 20 90 53 36 334
leaf_count=20 25 25 27 136 34 23 20 22 59 20 22 22 22 21 24 32 28 1835 23 30 21 27 25 20 25 20 90 53 36 334
internal_value=0 1.63396e-09 -9.66177e-10 -3.61713e-09 -8.07765e-10 1.6171e-07 -3.92995e-09 -1.87562e-07 -1.29317e-09 2.00588e-09 -9.3904e-10 1.65269e-09 -1.65438e-09 1.83015e-09 4.43356e-09 2.45178e-07 -5.54127e-10 -3.70929e-09 1.15212e-07 -1.22888e-08 -9.4504e-08 -1.62927e-09 2.07553e-07 -6.13714e-09 -2.41578e-09 -6.26784e-08 -3.70129e-08 2.11565e-07 2.84288e-08 -1.00916e-07
internal_weight=0 3101 3076 3051 3024 57 2967 42 2925 2866 2846 2824 2802 2780 2759 56 2703 2675 180 2495 157 2465 52 2413 2393 558 533 109 89 424
internal_count=3121 3101 3076 3051 3024 57 2967 42 2925 2866 2846 2824 2802 2780 2759 56 2703 2675 180 2495 157 2465 52 2413 2393 558 533 109 89 424
is_linear=0
shrinkage=0.1


Tree=9089
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 132 0 42 42 42 0 12 130 1186 129 1184 39 33 123 47 9 3 47 47 47 1 47 52 52 483 43
split_gain=1.54431e-10 9.48773e-10 4.18303e-10 2.78985e-10 1.75782e-10 1.63032e-10 1.64699e-10 1.97947e-10 1.84507e-10 1.88905e-10 1.46449e-10 2.38255e-10 1.54035e-10 2.3082e-10 3.72e-10 1.61809e-10 4.50684e-10 2.74621e-10 2.10991e-10 1.19056e-09 2.44885e-09 1.15326e-09 3.77535e-10 2.43413e-10 2.34265e-10 9.0174e-10 6.14001e-10 2.93964e-10 2.80292e-10 2.2513e-10
threshold=-0.083174999999999985 -0.014244999999999999 0.092400000000000024 0.049580000000000006 -0.085749999999999979 -0.09515499999999999 -0.049004999999999993 -0.0093649999999999983 -0.074124999999999983 -0.082084999999999977 0.23631000000000002 -0.22461999999999996 0.089315000000000019 -0.077709999999999987 0.084515000000000021 -1.0000000180025095e-35 -0.009184999999999997 0.10967500000000001 0.094160000000000008 0.087755000000000014 -0.13309499999999996 0.096850000000000006 0.091210000000000013 0.087885000000000019 0.098700000000000024 0.107145 0.084505000000000011 -0.0027449999999999996 0.087175000000000016 -0.078139999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 8 -8 9 -7 11 -3 13 -13 15 17 -17 -15 19 22 -21 -20 23 -18 26 -26 27 28 -23 -27
right_child=1 10 -4 -5 -6 6 7 -9 -10 -11 -12 12 -14 14 -16 16 18 -19 21 20 -22 24 -24 -25 25 29 -28 -29 -30 -31
leaf_value=1.5134476491020046e-07 6.4586934750759213e-07 2.9871031607079341e-07 -4.6571602081257875e-07 -3.7599869204184089e-07 2.5523184501707879e-07 -2.7843314271757709e-07 2.5377604468227825e-07 -1.5237146726576612e-07 -4.1392907081198401e-07 1.4572460578338428e-07 -2.502884526262258e-07 -2.8808528347618839e-07 2.0576785825849384e-07 4.6030679470732141e-07 4.3019516937192748e-07 -3.9111504274084539e-07 -8.5012826963799421e-10 -5.1687841691587405e-08 7.4365536661957776e-07 2.8131410002309903e-07 -1.1834940582389209e-06 7.9948372462450404e-08 4.315463760917737e-07 -2.7039524140260549e-07 6.6084390274075604e-07 -2.7678795402152901e-07 -5.6535255029385474e-07 3.4214551347262883e-07 -3.6020571127190364e-07 5.8718810649338591e-08
leaf_weight=37 23 27 25 21 25 21 24 24 24 21 23 28 36 20 20 30 2291 22 24 21 25 39 20 34 24 25 22 22 23 100
leaf_count=37 23 27 25 21 25 21 24 24 24 21 23 28 36 20 20 30 2291 22 24 21 25 39 20 34 24 25 22 22 23 100
internal_value=0 6.15288e-09 -8.03864e-08 -3.14867e-08 9.6198e-09 -3.10444e-08 -9.02409e-08 5.07023e-08 -1.92745e-07 -6.63543e-08 1.03693e-09 3.06304e-09 2.38381e-10 -2.41361e-09 4.82408e-10 -2.65189e-09 -5.68167e-09 1.92119e-07 -1.35095e-09 -1.09535e-08 -5.14777e-07 8.09422e-08 -1.07043e-09 -4.79186e-09 1.85692e-08 9.94123e-08 -9.50689e-08 2.81007e-08 -8.33346e-08 -8.38254e-09
internal_weight=0 2899 222 197 176 151 114 48 66 42 2876 2853 2826 2790 2762 2742 2700 42 2670 2391 46 279 2345 2325 255 149 106 84 62 125
internal_count=3121 2899 222 197 176 151 114 48 66 42 2876 2853 2826 2790 2762 2742 2700 42 2670 2391 46 279 2345 2325 255 149 106 84 62 125
is_linear=0
shrinkage=0.1


Tree=9090
num_leaves=31
num_cat=0
split_feature=33 133 480 1447 51 51 51 160 13 481 2 481 1447 3 1447 160 16 475 3 157 160 52 160 160 481 15 0 0 0 13
split_gain=1.31979e-10 1.31445e-10 1.63717e-09 1.00052e-09 7.89775e-10 1.97783e-09 8.53177e-10 5.92629e-10 1.27348e-09 5.44525e-10 6.21473e-10 5.15292e-10 5.13925e-10 1.35313e-09 6.12267e-10 4.73003e-10 2.3032e-09 1.81557e-09 1.45485e-09 6.77737e-10 9.94779e-10 6.9933e-10 5.79548e-10 5.21177e-10 4.58666e-10 4.396e-10 8.84939e-10 3.85483e-10 1.25358e-09 1.15434e-09
threshold=-0.044254999999999996 0.032270000000000007 0.11191000000000002 0.059120000000000013 0.024995000000000003 0.090050000000000005 0.096070000000000016 -0.43215499999999996 -0.082014999999999991 -0.086219999999999977 0.083865000000000009 -0.082949999999999982 -0.085684999999999997 -0.085784999999999986 -0.081174999999999983 -0.085764999999999994 -0.0092699999999999987 -0.085774999999999976 -0.082234999999999989 -0.086079999999999976 -0.063384999999999983 -0.018574999999999998 -0.090764999999999985 -0.012164999999999999 -0.00058999999999999992 0.086355000000000015 -0.086409999999999987 -0.086934999999999985 -0.08824499999999999 -0.086134999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 9 7 -6 -7 8 -3 10 -2 -11 13 -9 -14 16 22 -17 -18 -19 21 -21 -16 -22 25 26 -13 28 -25 -29
right_child=1 2 -4 -5 5 6 -8 12 -10 11 -12 24 14 -15 15 17 18 19 -20 20 23 -23 -24 27 -26 -27 -28 29 -30 -31
leaf_value=2.4406540846526202e-07 6.8294017528576965e-07 1.3248596864603158e-07 9.225739148632784e-07 -7.0358387628202543e-07 8.360431552435517e-07 -5.8864239917966196e-07 1.4345746644167798e-07 9.2010321904603012e-07 -9.4459452249057444e-07 -4.6942903486524302e-07 -4.9899066151079629e-09 3.7544149401688073e-07 -5.4528160572689643e-07 -1.1295249704446065e-07 5.5150838099270122e-10 -8.0245810399522581e-07 1.1938039843126146e-06 5.0350495013162795e-07 6.8524183092222301e-08 -3.9949484289536486e-08 4.6329973552398471e-07 -8.3329487483752031e-07 -6.3345459092748316e-07 -3.2472199788531877e-08 -2.4433871999672573e-08 4.8568377331418217e-07 -3.2254374623201276e-07 6.4949336090507888e-07 -8.2394787726946605e-07 -5.2964383753499928e-09
leaf_weight=22 24 23 20 21 39 20 78 21 21 25 29 39 22 32 46 30 27 25 20 20 24 25 21 154 1797 34 34 29 23 376
leaf_count=22 24 23 20 21 39 20 78 21 21 25 29 39 22 32 46 30 27 25 20 20 24 25 21 154 1797 34 34 29 23 376
internal_value=0 -1.73204e-09 2.61097e-08 -1.69665e-08 9.4468e-09 2.33741e-07 -5.95067e-09 -2.32777e-08 -3.81575e-07 -9.6915e-09 3.06526e-07 -1.83797e-08 -5.66308e-09 2.96371e-07 -2.46748e-08 -1.07073e-08 1.78298e-07 -4.12266e-08 7.14962e-07 -7.44411e-09 -2.70658e-08 -4.80697e-07 -1.98167e-07 6.61967e-09 -1.24573e-08 1.88682e-07 5.03525e-08 -1.22125e-08 -1.35319e-07 4.15897e-08
internal_weight=0 3099 1096 2003 1076 137 98 939 44 1982 53 1929 895 53 842 820 114 706 47 676 651 45 67 606 1904 107 73 582 177 405
internal_count=3121 3099 1096 2003 1076 137 98 939 44 1982 53 1929 895 53 842 820 114 706 47 676 651 45 67 606 1904 107 73 582 177 405
is_linear=0
shrinkage=0.1


Tree=9091
num_leaves=31
num_cat=0
split_feature=12 130 160 150 1375 2 0 42 15 13 12 16 43 160 160 160 49 2 3 3 151 1 1 49 484 483 4 43 4 475
split_gain=1.24147e-10 2.01903e-10 1.4087e-10 4.35714e-10 1.4722e-09 4.94801e-10 1.32943e-09 7.90716e-10 6.74386e-10 6.26084e-10 5.64827e-10 5.8117e-10 3.9264e-10 3.15109e-10 2.34661e-10 3.83111e-10 1.11601e-09 5.90806e-10 1.9704e-10 5.86573e-10 4.65576e-10 5.97072e-10 9.55895e-10 3.57062e-10 2.73644e-10 3.06191e-10 3.35883e-10 8.17282e-10 3.52041e-10 8.38429e-10
threshold=0.23631000000000002 -0.22461999999999996 0.089015000000000011 0.090480000000000019 0.083830000000000002 0.10912000000000001 -0.070889999999999995 0.091295000000000015 -0.065449999999999994 -0.090639999999999984 0.088485000000000022 0.10246000000000001 -0.029804999999999995 0.087570000000000023 0.086075000000000013 0.066685000000000008 0.084075000000000025 0.088475000000000012 0.10893000000000001 0.10542000000000001 -0.080454999999999985 0.11414000000000001 0.10325000000000002 0.036705000000000008 -0.22288999999999995 -0.093424999999999994 -0.51843499999999987 -0.013024999999999998 -0.50052499999999989 -0.024084999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 5 6 7 9 -8 -4 11 12 -11 14 15 18 17 -17 19 24 23 22 -22 -20 -3 -26 27 -27 29 -28
right_child=-2 2 3 -5 -6 -7 8 -9 -10 10 -12 -13 -14 -15 -16 16 -18 -19 20 -21 21 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=2.7398685420865619e-07 -2.3146677658241575e-07 3.0716895536337622e-07 -4.0483643715560907e-07 2.6211496696583305e-07 -8.9234298973844322e-07 2.9321931227861187e-07 -1.0285182609948151e-06 -4.7475001144482155e-07 -2.0730846131300498e-07 -2.9785361897139457e-07 5.1342547726708528e-07 5.2685333969293428e-07 1.9565895314091871e-07 3.5989743082609496e-07 -3.0806337984283044e-07 -3.7821854054579754e-07 8.4665065449891195e-07 3.2344990656222688e-07 -5.1976564392930417e-07 -5.1104240029694077e-07 1.0437010233843581e-08 2.5168431902997095e-08 7.7749789225532426e-07 7.7781150196187814e-08 -3.8743957615917594e-07 1.3645712064141499e-07 -9.1938644248200168e-08 -7.4679439478586572e-07 -5.3350972860157142e-09 6.4222088624887874e-07
leaf_weight=27 23 28 20 36 22 38 20 27 20 38 39 20 28 25 24 24 21 24 20 23 32 123 33 20 21 22 35 20 2240 28
leaf_count=27 23 28 20 36 22 38 20 27 20 38 39 20 28 25 24 24 21 24 20 23 32 123 33 20 21 22 35 20 2240 28
internal_value=0 1.72392e-09 -6.69792e-10 -6.48179e-08 -1.08088e-07 -3.9074e-08 -9.8636e-08 2.21261e-08 -6.17913e-07 1.14648e-07 1.97765e-07 5.46172e-08 -8.84846e-08 6.48099e-09 3.25403e-09 6.00703e-09 2.38626e-07 -2.73843e-08 -6.13045e-11 -8.44418e-09 8.88046e-08 1.54719e-07 3.99868e-07 -2.20992e-07 -3.61555e-09 -7.29347e-09 -3.88918e-09 -2.84139e-07 1.22176e-09 2.34354e-07
internal_weight=0 3098 3071 308 272 250 212 172 40 145 125 86 66 2763 2738 2714 69 48 2645 2417 228 188 65 40 2394 2366 2345 42 2303 63
internal_count=3121 3098 3071 308 272 250 212 172 40 145 125 86 66 2763 2738 2714 69 48 2645 2417 228 188 65 40 2394 2366 2345 42 2303 63
is_linear=0
shrinkage=0.1


Tree=9092
num_leaves=31
num_cat=0
split_feature=130 12 9 3 10 2 2 2 9 2 133 480 1447 51 51 51 481 481 480 475 1429 150 49 484 133 160 133 160 1429 12
split_gain=1.4992e-10 2.79325e-10 1.33173e-10 4.49896e-10 2.91068e-10 5.2821e-10 3.04453e-10 1.57425e-10 3.96605e-10 2.33183e-10 1.43683e-10 1.30746e-09 8.07111e-10 6.08836e-10 2.55478e-09 6.77149e-10 5.74732e-10 1.12064e-09 9.68906e-10 7.00481e-10 3.4839e-09 1.40147e-09 5.98409e-10 5.79099e-10 2.51254e-09 6.16847e-10 1.97854e-09 1.21336e-09 6.85089e-10 6.14716e-10
threshold=-0.23647499999999996 0.23631000000000002 0.092890000000000014 -0.014944999999999998 0.053330000000000009 -0.15339499999999998 -0.080614999999999978 -0.0091949999999999983 -0.08477999999999998 -1.0000000180025095e-35 0.032270000000000007 0.11191000000000002 0.059120000000000013 0.045645000000000005 0.090050000000000005 0.096070000000000016 -0.087424999999999989 -0.081334999999999977 0.081520000000000023 -0.085774999999999976 0.083725000000000008 0.10874500000000002 -0.13330999999999996 0.08764000000000001 0.090445000000000011 -0.089549999999999991 0.087415000000000007 -0.063384999999999983 0.084885000000000002 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 -2 8 -8 -9 12 13 -11 16 -15 -16 18 -18 -12 20 -19 22 -21 25 -25 26 -24 -27 29 -29
right_child=1 -3 3 -5 5 -7 7 9 -10 10 11 -13 -14 14 15 -17 17 19 -20 21 -22 -23 23 24 -26 27 -28 28 -30 -31
leaf_value=-2.7289907169603115e-07 2.8159294031052254e-07 3.5682704706955933e-07 -1.1851970702991821e-07 5.0932937627056253e-07 8.9881399153076324e-08 -6.1938366021270974e-07 7.0439773937534617e-08 3.4003085858103077e-07 -4.9693989694141946e-07 -1.1957049961228379e-08 1.1558600846228728e-07 8.2837540404057109e-07 -6.3540101705040711e-07 1.1456685674223386e-06 -5.2761293368064343e-07 1.3012806311015386e-07 5.6321170079593902e-07 5.0714944861014864e-07 -8.5695515828038419e-07 4.6519175450991199e-07 -1.2350371541458573e-06 7.2154207321462909e-07 9.6197912798655902e-07 -8.9770061940047053e-07 3.0101104329105512e-07 -6.2746940593971138e-07 -1.1726183535469021e-07 -1.6661114941719911e-07 5.486809386855471e-07 5.9142788566519267e-08
leaf_weight=20 38 22 25 21 21 21 28 20 22 1858 20 20 21 24 20 72 34 22 21 24 24 26 26 36 34 34 49 206 21 291
leaf_count=20 38 22 25 21 21 21 28 20 22 1858 20 20 21 24 20 72 34 22 21 24 24 26 26 36 34 34 49 206 21 291
internal_value=0 1.77071e-09 -7.66228e-10 1.68107e-07 -3.32744e-09 -2.64751e-07 3.435e-10 -3.27569e-09 -1.79207e-07 -2.45525e-10 -2.6061e-09 2.79345e-08 -1.89248e-08 1.16654e-08 2.26836e-07 -1.28591e-08 -1.70902e-08 1.02789e-09 -3.82545e-07 -2.30758e-08 -4.01817e-07 2.46949e-10 -2.57637e-08 -4.26689e-08 -3.15469e-07 -1.22127e-08 2.56875e-07 -4.87736e-08 -1.07897e-08 -3.44293e-08
internal_weight=0 3101 3079 46 3033 42 2991 2953 50 2903 2883 1004 1879 984 116 92 868 827 41 793 46 747 721 697 70 627 75 552 518 497
internal_count=3121 3101 3079 46 3033 42 2991 2953 50 2903 2883 1004 1879 984 116 92 868 827 41 793 46 747 721 697 70 627 75 552 518 497
is_linear=0
shrinkage=0.1


Tree=9093
num_leaves=31
num_cat=0
split_feature=12 130 147 142 45 45 49 2 475 151 49 42 49 133 51 49 49 15 39 15 52 1 1 1 2 133 484 402 15 15
split_gain=1.34879e-10 1.90339e-10 1.30654e-10 3.10327e-10 2.5033e-10 7.53911e-10 1.7409e-10 6.28598e-10 1.65294e-09 5.38224e-10 4.0515e-10 5.1908e-10 8.61573e-10 3.91323e-10 7.2442e-10 6.68226e-10 1.09495e-09 3.88862e-10 2.94705e-10 2.84613e-10 7.54026e-10 8.13057e-10 5.63432e-09 4.55079e-09 5.71305e-10 5.7454e-10 5.07602e-10 4.81766e-10 4.6327e-10 1.16273e-09
threshold=0.23631000000000002 -0.22461999999999996 0.11204500000000002 -0.057499999999999989 0.083445000000000005 0.10526500000000001 0.097360000000000016 0.087015000000000023 -0.085684999999999997 -0.54279999999999984 0.10247500000000002 0.11747 0.10463500000000002 0.089595000000000022 -0.44986999999999994 0.10877000000000002 0.11560500000000001 -0.059484999999999989 -0.020804999999999994 -0.094549999999999981 -0.19683499999999995 0.092695000000000013 0.097115000000000021 0.088875000000000023 0.086950000000000013 -0.089569999999999983 -1.0000000180025095e-35 0.095140000000000016 -0.088749999999999982 -0.090644999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 18 -8 -9 -10 -11 12 -12 15 -15 -14 -17 -16 -5 20 -20 23 -23 24 26 -26 -22 -24 29 -21
right_child=-2 2 -4 4 5 -7 7 8 9 10 11 -13 13 14 17 16 -18 -19 19 28 21 22 27 -25 25 -27 -28 -29 -30 -31
leaf_value=2.6614648649885767e-07 -2.4126479813014118e-07 3.937559060318563e-07 -2.5528684261644229e-07 -2.6955471560547046e-07 -6.9317407943358947e-07 1.3054938017376117e-07 -4.8726258773390545e-07 8.5741189153054626e-07 -5.8327643614575209e-07 -3.4750476173353733e-07 6.6166308610739921e-07 -4.5631118594387359e-07 -3.4330628730572246e-07 -6.7131407968707381e-07 -2.0131930596826753e-07 8.5073853235619702e-07 2.5999148860478273e-08 3.4598618109763871e-07 5.3286072232237666e-07 1.3165533739477207e-08 1.3643790544671403e-07 1.7304227805241334e-06 6.5062387421245001e-08 -1.5371941236352883e-06 -1.3555510633977974e-07 4.3661045695736688e-07 -4.3133671145945129e-07 -4.3750532686628737e-07 1.2670859818864787e-08 -5.7588914425347574e-07
leaf_weight=27 23 20 20 37 20 25 32 20 20 38 21 22 25 22 34 22 60 21 35 111 31 21 208 20 26 54 32 21 2005 48
leaf_count=27 23 20 20 37 20 25 32 20 20 38 21 22 25 22 34 22 60 21 35 111 31 21 208 20 26 54 32 21 2005 48
internal_value=0 1.79546e-09 -5.28693e-10 1.1413e-09 -1.44936e-09 -2.3555e-07 2.07862e-09 -6.56181e-08 -2.138e-08 -8.30496e-08 -4.52967e-08 5.29322e-09 5.48313e-08 -1.44267e-08 -1.86338e-07 1.09285e-07 2.47271e-07 7.65188e-09 1.06909e-08 1.46606e-08 8.72094e-08 4.94424e-08 1.62737e-07 -1.24322e-07 7.3282e-08 2.50657e-07 -1.51956e-07 1.89754e-08 -3.58702e-10 -1.64662e-07
internal_weight=0 3098 3071 3051 3031 45 2986 337 305 285 265 227 205 184 77 107 82 55 2649 2612 448 413 250 163 143 80 63 229 2164 159
internal_count=3121 3098 3071 3051 3031 45 2986 337 305 285 265 227 205 184 77 107 82 55 2649 2612 448 413 250 163 143 80 63 229 2164 159
is_linear=0
shrinkage=0.1


Tree=9094
num_leaves=31
num_cat=0
split_feature=130 12 421 9 12 9 147 448 41 41 34 2 457 4 15 147 2 13 52 51 4 3 16 16 1371 456 52 2 1447 2
split_gain=1.46398e-10 2.61488e-10 1.38395e-10 4.06452e-10 3.62056e-10 2.4362e-10 2.21584e-10 2.17987e-10 1.68853e-10 4.08816e-10 1.70339e-10 4.4057e-10 1.59264e-10 1.28607e-09 2.23048e-09 2.18353e-10 2.24356e-10 1.67918e-10 6.51889e-10 7.82427e-10 1.43725e-09 4.07264e-10 2.89492e-10 1.36656e-09 1.04912e-09 7.09942e-10 5.57229e-10 5.69716e-10 2.29643e-09 1.57114e-09
threshold=-0.23647499999999996 0.23631000000000002 -1.0000000180025095e-35 0.092890000000000014 -0.015429999999999998 0.088235000000000022 0.097985000000000017 1.0000000180025095e-35 0.086565000000000017 0.090905000000000014 -0.08786999999999999 -0.080614999999999978 0.096470000000000014 -0.010024999999999997 -0.074054999999999996 0.088520000000000015 0.10060500000000001 -0.17933499999999997 0.11434500000000002 0.095375000000000015 -0.0096849999999999974 0.31534000000000006 -0.0094449999999999968 -0.0087049999999999992 0.083235000000000017 0.088285000000000016 -0.14813999999999997 0.091055000000000011 0.040965000000000008 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 8 10 -10 -4 -12 15 -14 -15 17 -17 18 19 20 -13 -22 24 -24 26 -25 -19 28 -28 -29
right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 11 12 13 14 -16 16 -18 22 -20 -21 21 -23 23 25 -26 -27 27 29 -30 -31
leaf_value=-2.6968675864935676e-07 -2.6291489767515942e-07 3.4527083311207789e-07 2.4583181430915388e-07 2.37345995217419e-08 6.1823901027935339e-07 -3.0803431059212019e-07 -2.4720073561468324e-07 3.0905934497992431e-07 5.3424509225408203e-07 1.7231857109086725e-08 -4.3316729552896523e-07 -1.0008011046238607e-06 5.2768888308275476e-07 1.9311548757536178e-07 -1.0501107778037732e-06 6.3765057852240556e-09 4.5846261867511984e-07 4.7707634558072156e-07 3.5099842528770375e-07 3.1188258216865337e-07 1.8095811970145599e-07 -3.7434111573020352e-07 -8.0303070025484369e-07 -3.9816373288038736e-08 6.4644733668130899e-07 4.3282403406795889e-07 -1.0359916929186808e-08 4.7534892027714355e-07 -1.020741968244218e-06 1.7224458916443379e-08
leaf_weight=20 20 22 27 21 20 26 36 23 20 65 24 25 21 31 27 23 21 26 24 21 28 25 23 860 27 33 1024 90 23 445
leaf_count=20 20 22 27 21 20 26 36 23 20 65 24 25 21 31 27 23 21 26 24 21 28 25 23 860 27 33 1024 90 23 445
internal_value=0 1.73778e-09 -7.16822e-10 9.97451e-10 3.13737e-07 -3.25116e-09 -6.02644e-10 2.40058e-09 -4.1763e-12 1.38882e-07 -4.14931e-09 -6.54189e-09 -2.88118e-09 -1.42847e-07 -3.85628e-07 1.187e-09 2.22145e-07 -2.4488e-09 -1.16571e-07 -2.29921e-07 -3.75791e-07 -8.09755e-08 3.05376e-09 -4.19526e-08 2.82683e-08 -2.23504e-08 1.78885e-08 1.03418e-08 -3.25555e-08 9.42921e-08
internal_weight=0 3101 3079 3059 41 3018 2992 2956 2933 85 2848 2821 2797 79 58 2718 44 2674 123 99 78 53 2551 916 1635 893 1608 1582 1047 535
internal_count=3121 3101 3079 3059 41 3018 2992 2956 2933 85 2848 2821 2797 79 58 2718 44 2674 123 99 78 53 2551 916 1635 893 1608 1582 1047 535
is_linear=0
shrinkage=0.1


Tree=9095
num_leaves=31
num_cat=0
split_feature=12 4 33 9 16 41 41 43 43 42 132 399 1185 12 3 3 16 43 2 13 1210 484 475 4 475 484 484 484 42 4
split_gain=1.43656e-10 1.82293e-10 1.77709e-10 2.02245e-10 2.02948e-09 1.52962e-10 3.15994e-10 1.58741e-10 4.24854e-10 9.59485e-10 3.58926e-10 4.13721e-09 2.00383e-09 5.92956e-10 2.63193e-10 5.09965e-10 2.61031e-10 2.12698e-10 7.5666e-10 6.33551e-10 5.81903e-10 2.02564e-10 1.59109e-09 9.1754e-10 1.63384e-09 8.1618e-10 7.42782e-10 6.76352e-10 1.1297e-09 6.23454e-10
threshold=0.23631000000000002 0.63113500000000011 -0.044254999999999996 0.088235000000000022 -0.056919999999999991 0.086565000000000017 0.090905000000000014 0.084740000000000024 0.13895500000000002 0.081660000000000024 -0.083284999999999984 0.09141500000000001 -0.083264999999999992 0.088845000000000021 -0.080564999999999984 -0.077644999999999978 -0.089669999999999986 0.055925000000000009 0.084885000000000002 -0.079299999999999995 0.258635 0.085790000000000019 -0.085774999999999976 -0.0086549999999999978 -0.084144999999999984 0.073690000000000019 0.058970000000000009 0.10677500000000002 0.084695000000000006 -0.011884999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 -7 10 9 -9 11 13 -12 -4 16 -16 -10 20 -19 -20 21 25 -23 24 -24 26 -14 28 -25 -27
right_child=-2 -3 3 4 -6 6 -8 8 14 -11 12 -13 17 -15 15 -17 -18 18 19 -21 -22 22 23 27 -26 29 -28 -29 -30 -31
leaf_value=2.8944001352707951e-07 -2.489916979226089e-07 2.5585301481255228e-07 2.1607753532706155e-08 -6.6445476642898299e-07 6.0505231218144224e-07 4.8082060700949113e-07 2.6275405301790813e-08 3.5452412196325506e-08 4.6272467735147556e-07 -7.4043017223500242e-07 -9.5331461538576561e-07 1.4428269374937893e-06 9.947786158240578e-09 -5.9885885946187049e-07 -5.276687269477927e-07 4.0092390685142474e-09 -2.1241297762854032e-10 -1.9589264902768783e-07 7.808408232297856e-07 6.8343186617662121e-08 -5.3738926510504824e-07 -8.0577699042839448e-07 9.8017105445013023e-07 -9.4180825260974207e-07 2.4048147248360389e-08 1.1482313213820008e-07 -5.8779753490376791e-07 7.7262176105818976e-08 -3.4035783050183395e-08 7.7281554299683346e-07
leaf_weight=21 23 28 67 34 20 20 65 37 21 28 22 21 2067 20 21 128 29 35 24 26 20 27 21 26 120 36 21 40 29 24
leaf_count=21 23 28 67 34 20 20 65 37 21 28 22 21 2067 20 21 128 29 35 24 26 20 27 21 26 120 36 21 40 29 24
internal_value=0 1.85227e-09 -4.64349e-10 -2.46107e-09 -1.94267e-07 9.97203e-10 1.33227e-07 -2.86519e-09 -7.68072e-08 -2.98774e-07 4.51225e-09 1.83055e-07 -3.0853e-09 -1.21028e-07 -4.30554e-09 -7.09252e-08 1.94221e-07 5.22354e-09 1.60716e-07 4.10342e-07 -2.13257e-10 4.24279e-09 -7.85938e-08 4.60087e-09 1.66449e-07 1.43853e-08 3.93598e-09 -2.35616e-07 -4.63165e-07 3.7802e-07
internal_weight=0 3098 3070 3049 54 2995 85 2910 264 65 2646 108 2538 87 199 149 50 2516 85 50 2431 2411 263 236 141 2148 2088 95 55 60
internal_count=3121 3098 3070 3049 54 2995 85 2910 264 65 2646 108 2538 87 199 149 50 2516 85 50 2431 2411 263 236 141 2148 2088 95 55 60
is_linear=0
shrinkage=0.1


Tree=9096
num_leaves=31
num_cat=0
split_feature=132 1185 15 475 1370 151 1 156 474 481 2 480 42 1429 402 12 16 16 402 403 1212 52 401 374 475 16 472 401 1209 1210
split_gain=1.51092e-10 1.01757e-09 3.63525e-10 1.57952e-10 4.54122e-10 4.51328e-10 4.23441e-10 6.06446e-10 8.44567e-10 1.86605e-10 1.79389e-09 3.63846e-09 2.35901e-09 1.82458e-10 1.79387e-10 2.72523e-09 2.06733e-09 4.94344e-10 4.52262e-10 3.2095e-10 2.29004e-10 9.49049e-10 6.87691e-10 2.18035e-10 3.25936e-10 3.05476e-10 4.19965e-10 2.49918e-10 2.2896e-10 5.70972e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.086304999999999979 0.077860000000000026 -0.085134999999999975 0.10293500000000001 -0.077649999999999983 -0.093109999999999984 -0.086484999999999992 0.092875000000000013 0.086995000000000017 0.085730000000000015 0.08401500000000002 0.10874500000000002 0.088245000000000004 -0.082179999999999989 -0.074929999999999983 0.10306000000000001 0.23383500000000004 -0.092474999999999988 0.086275000000000004 0.10022000000000002 0.08987500000000001 -0.085024999999999989 0.63636000000000015 -0.084114999999999981 0.093120000000000022 0.10691500000000002 -0.00046999999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 9 -3 7 -7 -9 10 11 12 -5 -10 18 -16 -17 -18 20 -19 21 -11 23 24 -22 26 -26 28 -28 -30
right_child=1 3 -4 4 -6 6 -8 8 13 14 -12 -13 -14 -15 15 16 17 19 -20 -21 22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-2.8920439635686065e-08 6.996728156341956e-07 4.9829041882295162e-07 -4.0323106304640532e-07 -1.3545480021365065e-07 -4.5697520208291697e-07 3.6944705653774652e-07 3.467648856632232e-07 -7.2091208998561185e-07 -2.1319672982366727e-07 6.382847534889781e-07 9.5657282540308929e-07 -9.373172360938043e-07 1.2185214438111622e-06 1.7384535036351986e-07 -9.3825660696306705e-07 8.4593511585667179e-07 -4.8418228634058577e-07 3.3395139991755843e-07 3.4691668909581985e-07 -2.2578806451178935e-07 -3.9982035741017863e-07 -1.8096108262045987e-07 -4.9408399394812063e-07 2.5932772234132392e-07 4.563500317544822e-07 -3.2106820450887124e-07 -1.2007555803909585e-08 3.3146515389406973e-07 6.1687662267218002e-07 -8.2697901149231259e-08
leaf_weight=192 21 24 30 31 22 23 31 23 21 26 21 31 22 29 31 29 28 21 37 20 21 31 29 31 20 30 2176 22 20 28
leaf_count=192 21 24 30 31 22 23 31 23 21 26 21 31 22 29 31 29 28 21 37 20 21 31 29 31 20 30 2176 22 20 28
internal_value=0 6.09577e-09 -7.9503e-08 1.03493e-09 -4.47776e-09 1.00592e-07 2.54362e-08 -7.83262e-08 -2.19405e-07 -7.97558e-10 1.29901e-07 -7.67674e-08 4.26573e-07 1.12877e-08 -6.07575e-09 -1.21037e-07 1.37472e-07 -1.60288e-07 -7.41557e-11 6.09078e-08 -5.34887e-09 1.9273e-07 -1.00988e-08 -4.12109e-09 -7.64587e-09 -4.05891e-09 1.38033e-10 -3.92441e-09 -7.24211e-09 2.08791e-07
internal_weight=0 2899 222 2878 2727 151 127 96 73 2705 105 84 53 50 2600 129 98 69 2471 41 2434 57 2377 2348 2317 2296 2266 2246 2224 48
internal_count=3121 2899 222 2878 2727 151 127 96 73 2705 105 84 53 50 2600 129 98 69 2471 41 2434 57 2377 2348 2317 2296 2266 2246 2224 48
is_linear=0
shrinkage=0.1


Tree=9097
num_leaves=31
num_cat=0
split_feature=132 393 1203 4 0 1203 0 52 129 129 475 1372 1 51 156 3 1445 1447 1446 479 481 481 160 1447 4 160 132 132 1 14
split_gain=1.23377e-10 7.92242e-10 4.86605e-10 1.47232e-10 2.92643e-10 2.07228e-10 2.33335e-10 4.95073e-10 1.42894e-10 1.74639e-10 1.27692e-10 3.88247e-10 3.69689e-10 4.86298e-10 9.32294e-10 5.03204e-10 2.02143e-10 5.95445e-10 4.13504e-10 2.88307e-10 3.46471e-10 4.8945e-10 8.63492e-10 3.13822e-10 2.04984e-09 5.06983e-10 2.00079e-10 1.21468e-09 1.44588e-09 3.84435e-10
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 0.10924000000000002 -0.09515499999999999 0.084545000000000009 -0.073309999999999986 0.088185000000000013 -0.082304999999999975 -1.0000000180025095e-35 -0.086304999999999979 -0.095709999999999976 0.10538500000000002 -0.12463499999999998 0.087610000000000007 -0.085709999999999995 0.077530000000000016 0.059120000000000013 -0.09143999999999998 0.10713500000000002 -0.15689499999999998 -0.086484999999999992 -0.014869999999999998 -0.085709999999999995 -0.081609999999999988 -0.54913999999999985 0.082150000000000015 0.089365000000000014 0.089875000000000024 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 -1 6 7 -6 -2 -10 12 -12 13 -11 15 -15 17 18 -13 20 -20 22 -22 24 -23 -25 -27 28 -28 -29
right_child=1 -3 -4 -5 5 -7 -8 -9 9 10 11 16 -14 14 -16 -17 -18 -19 19 -21 21 23 -24 25 -26 26 27 29 -30 -31
leaf_value=3.1029455577161707e-07 2.1797783806694799e-07 6.0324764464522484e-07 -5.4277057017770856e-07 -2.5163233871694499e-07 -4.6849776284306411e-08 1.7596309014322743e-07 1.3741319041368376e-07 -5.9128404977261952e-07 -2.4992595594345146e-07 -1.2881384296157365e-07 -4.2236024739850113e-07 -4.344443309181853e-07 -3.0993359199094075e-07 3.954267141873895e-07 8.3227605241221601e-07 -1.5911240988468007e-07 -2.8943267285086452e-07 4.6930069456889388e-07 -3.9793606305884374e-07 2.9923222466532451e-07 7.7424001367696538e-07 -9.761222636753879e-07 -1.1175788524104229e-07 4.577921065636777e-07 2.1418600802474267e-07 6.3570802314139947e-09 -1.1659752244343378e-06 -4.1645535858947369e-07 2.2072206604661914e-08 4.1729665241780836e-08
leaf_weight=27 30 22 20 25 61 32 28 23 28 42 22 22 20 30 23 36 24 27 22 32 22 23 22 24 39 2117 21 20 20 217
leaf_count=27 30 22 20 25 61 32 28 23 28 42 22 22 20 30 23 36 24 27 22 32 22 23 22 24 39 2117 21 20 20 217
internal_value=0 5.43242e-09 -7.29039e-08 -2.49584e-08 8.18112e-09 -4.84651e-08 -1.12588e-07 -1.95921e-07 8.70525e-10 -1.41241e-09 1.05073e-09 -4.00147e-09 9.05182e-08 1.51656e-07 2.84012e-07 9.29508e-08 -5.30924e-10 2.10745e-09 -2.74231e-09 9.40299e-10 -2.80738e-09 6.35324e-10 3.31241e-07 -5.2279e-09 -2.2738e-07 4.65955e-10 -4.11685e-09 -8.3877e-08 -5.8644e-07 3.06426e-09
internal_weight=0 2905 216 196 171 144 112 84 2883 2853 2825 2674 151 131 89 66 2652 2628 2601 2579 2547 2525 44 2481 62 2419 2395 278 41 237
internal_count=3121 2905 216 196 171 144 112 84 2883 2853 2825 2674 151 131 89 66 2652 2628 2601 2579 2547 2525 44 2481 62 2419 2395 278 41 237
is_linear=0
shrinkage=0.1


Tree=9098
num_leaves=31
num_cat=0
split_feature=1429 156 1429 2 1447 2 1374 1456 160 481 481 2 157 3 160 480 1186 132 43 394 16 41 33 52 51 14 16 16 133 12
split_gain=1.32765e-10 3.75657e-10 1.73e-10 1.44713e-10 9.67928e-10 8.32186e-10 1.19674e-09 8.64922e-10 1.3964e-09 1.09355e-09 3.58713e-09 1.06443e-09 1.15386e-09 1.25449e-09 8.17415e-10 6.56259e-10 6.08781e-10 5.64163e-10 4.86896e-09 4.68614e-09 7.9976e-10 5.01876e-10 6.48459e-10 5.00002e-10 8.16979e-10 5.16051e-10 4.74312e-10 1.30214e-09 8.46966e-10 9.00325e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.087625000000000022 0.0071200000000000005 0.087505000000000013 0.087855000000000016 0.085275000000000004 -0.025879999999999997 -0.085784999999999986 -0.13925499999999996 0.08734500000000002 -0.083699999999999983 -0.082234999999999989 -0.52439499999999983 0.11144000000000001 -0.094609999999999986 -0.083284999999999984 -0.011694999999999999 0.0041850000000000004 -0.082179999999999989 0.08690500000000001 -0.0066799999999999993 -0.21968999999999997 -1.0000000180025095e-35 0.078235000000000013 -0.056919999999999991 -0.067914999999999989 0.087035000000000015 0.094375000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 15 6 7 9 -9 10 -4 12 13 -11 -14 -5 -16 18 -18 21 -20 22 -19 24 -24 26 27 -25 29 -28
right_child=1 -3 3 4 -6 -7 -8 8 -10 11 -12 -13 14 -15 16 -17 17 19 20 -21 -22 -23 23 25 -26 -27 28 -29 -30 -31
leaf_value=-2.4479247093205973e-07 -2.8048808357151634e-07 4.3372694790377865e-07 3.3521135914217951e-07 -1.967326422020851e-08 5.6390592441906458e-07 6.4937897778214573e-07 -7.5281601709775712e-07 9.1535800988497482e-07 -1.5334374163438425e-08 8.4586786436425945e-07 -1.3997760519983291e-06 -5.9460241290994257e-07 4.9181927514447516e-07 5.0974205529590634e-09 4.8889654601680382e-07 -4.5741715155145356e-07 1.3277491934867873e-06 4.7488329053929444e-07 1.8786060438423548e-08 -1.5474823139527417e-06 -7.0805424930616334e-07 -4.9690567081484007e-07 3.1922690446606341e-08 6.6061734065364122e-09 7.926415327119685e-07 -5.1566162336972153e-07 -3.0818717467714665e-07 7.5941294947294111e-07 2.7454958367595988e-07 1.6540998954129604e-07
leaf_weight=22 22 20 26 1594 28 21 20 28 38 36 22 27 35 35 25 35 28 29 41 20 24 20 48 539 20 21 176 24 45 52
leaf_count=22 22 20 26 1594 28 21 20 28 38 36 22 27 35 35 25 35 28 29 41 20 24 20 48 539 20 21 176 24 45 52
internal_value=0 1.73603e-09 -1.07001e-09 9.40847e-10 -1.90582e-08 2.46111e-08 1.50969e-08 2.6398e-08 3.79505e-07 8.37404e-09 -4.59991e-07 2.64315e-08 4.01983e-08 4.31404e-07 1.59824e-08 -2.90784e-08 1.00553e-09 -1.02155e-08 2.25311e-07 -3.22517e-08 -2.49586e-07 -1.13812e-09 9.25533e-09 -5.34273e-09 2.55664e-07 -2.60527e-08 -1.37539e-08 3.86974e-08 -1.21923e-07 -2.00174e-07
internal_weight=0 3099 3079 3057 1657 1400 1379 1359 66 1293 48 1245 1218 71 1147 1629 1112 1087 93 994 65 974 954 925 68 857 836 563 273 228
internal_count=3121 3099 3079 3057 1657 1400 1379 1359 66 1293 48 1245 1218 71 1147 1629 1112 1087 93 994 65 974 954 925 68 857 836 563 273 228
is_linear=0
shrinkage=0.1


Tree=9099
num_leaves=31
num_cat=0
split_feature=132 393 43 403 132 4 13 52 132 43 129 129 394 129 128 16 402 131 1210 1208 123 2 2 2 156 52 52 4 1 1
split_gain=1.38517e-10 7.79639e-10 3.92162e-10 3.82646e-10 1.47407e-10 2.78334e-10 2.54735e-10 2.01858e-10 1.85169e-10 3.28693e-10 1.35833e-10 1.41033e-10 2.11923e-10 1.55619e-10 1.49607e-10 4.82033e-10 2.13211e-10 2.50772e-10 3.48252e-10 2.02703e-10 1.71799e-10 1.66622e-10 9.38478e-10 8.41548e-10 6.90031e-10 6.41974e-10 5.56109e-10 1.33266e-09 2.19618e-09 7.1806e-10
threshold=-0.083174999999999985 0.12069000000000002 -0.010739999999999998 -0.075504999999999975 -0.41127499999999995 0.11275500000000001 0.056795000000000005 0.088185000000000013 -0.1075 -0.0051099999999999991 -0.082304999999999975 -1.0000000180025095e-35 1.0000000180025095e-35 0.11091000000000001 0.10670500000000001 -0.077074999999999991 0.23460000000000003 0.13695500000000002 -0.099939999999999987 0.11846000000000001 0.11679000000000002 0.10613000000000002 0.10699500000000002 0.10497000000000002 -0.00054499999999999991 -0.55061999999999989 0.10263500000000002 -0.049534999999999989 0.10684 0.097290000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 6 7 -4 8 -6 -10 -2 -12 13 14 16 -16 17 18 -13 20 21 23 -23 -20 -24 -26 27 28 -27 -28
right_child=1 -3 4 -5 5 -7 -8 -9 9 -11 11 12 -14 -15 15 -17 -18 -19 19 -21 -22 22 24 -25 25 26 29 -29 -30 -31
leaf_value=-7.8909007157790268e-08 2.1307100240619547e-07 6.1292442356240093e-07 -1.0754003557058065e-07 -6.6574929391549631e-07 3.0717672305039894e-07 -4.125597350146393e-07 3.1689813483588355e-07 -2.4998648223117925e-07 1.8273885425893848e-07 -3.3309543412196082e-07 -2.2415688688072678e-07 -3.3528007252830474e-07 2.359432120650689e-07 -2.2107138484273039e-07 5.28488472658258e-07 -1.4132134266860291e-07 -2.5104779544616419e-07 3.100087529179956e-07 1.7954785813226866e-09 3.041335928473514e-07 2.1935941983234183e-07 -6.0454983864035282e-07 4.8185920276794677e-07 5.0369580301722797e-07 -4.9514806969834046e-07 1.1381461924557882e-06 -4.4902728253888562e-07 -3.5279287747548785e-08 -1.2587591578596046e-07 3.6183540366491278e-08
leaf_weight=25 30 21 26 20 24 20 31 25 30 21 28 31 38 32 21 22 34 26 1917 22 35 29 26 34 30 27 61 346 28 61
leaf_count=25 30 21 26 20 24 20 31 25 30 21 28 31 38 32 21 22 34 26 1917 22 35 29 26 34 30 27 61 346 28 61
internal_value=0 5.8269e-09 -7.61323e-08 -3.39727e-07 -9.11668e-09 -7.20121e-08 1.23295e-07 -3.90259e-09 7.81254e-08 -2.96635e-08 1.39708e-09 -8.32636e-10 1.38477e-09 -1.81912e-09 7.32178e-10 1.85795e-07 -2.2075e-09 9.57697e-10 -2.07794e-09 1.87056e-09 -6.92968e-10 -3.70267e-09 -4.94124e-08 1.05421e-08 -2.16076e-08 -4.52787e-08 -1.94736e-08 3.74035e-08 4.94644e-07 -2.06422e-07
internal_weight=0 2899 222 45 177 120 57 100 75 51 2878 2848 2820 2782 2750 43 2707 2673 2647 2616 2594 2559 608 1951 579 553 523 401 55 122
internal_count=3121 2899 222 45 177 120 57 100 75 51 2878 2848 2820 2782 2750 43 2707 2673 2647 2616 2594 2559 608 1951 579 553 523 401 55 122
is_linear=0
shrinkage=0.1


Tree=9100
num_leaves=31
num_cat=0
split_feature=1209 1429 471 475 471 1419 15 44 158 47 47 47 131 132 1203 1185 2 1 121 16 52 4 1429 52 0 33 148 0 1210 401
split_gain=1.39042e-10 1.25119e-10 2.02047e-10 3.42006e-10 2.65875e-10 2.23076e-10 7.12621e-10 1.58629e-10 5.20525e-10 1.80372e-10 1.15231e-09 6.17038e-10 2.31546e-10 2.32647e-10 4.68621e-09 2.11834e-09 4.43818e-10 2.53402e-10 6.17835e-10 2.88719e-10 2.92636e-10 4.56576e-10 4.98793e-10 4.03101e-10 1.39813e-09 3.44989e-10 2.55122e-10 3.00107e-10 1.90922e-09 1.8972e-09
threshold=-0.14444499999999996 0.12521000000000002 -0.085064999999999988 -0.50059999999999982 0.10338500000000002 0.089680000000000024 -0.066844999999999988 0.099360000000000018 -0.47356499999999996 0.092165000000000011 0.096475000000000019 0.089785000000000018 0.13767000000000004 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.084145000000000011 0.16540500000000002 -0.094339999999999993 0.6352000000000001 -0.40306999999999998 -0.015039999999999998 -0.072014999999999982 -0.19683499999999995 -0.075934999999999989 -0.012019999999999998 -0.10069499999999999 -0.083804999999999977 -0.38516499999999992 0.11370000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 8 -5 11 -11 12 13 14 16 -15 -10 18 -17 20 21 22 -20 24 -22 -25 -27 29 -29 -28
right_child=1 -3 3 4 -6 6 -8 -9 9 10 -12 -13 -14 15 -16 17 -18 -19 19 -21 23 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=2.62818443843571e-07 -2.8090426925385917e-07 2.4761240709381131e-07 4.1121461492821253e-07 4.3512333592035352e-07 -3.3519010382102959e-07 6.5983912293177124e-07 -1.6492065655752828e-07 -2.3304988388872516e-07 -3.7141655470835562e-07 -6.1885072519934126e-07 -7.0963234045928749e-09 5.5563142424830409e-07 -3.2498955600989248e-07 -1.0323906099074522e-06 1.5544678340972952e-06 -5.2937136242224947e-07 2.1806191696782665e-08 3.555437720592636e-07 -3.8815006888626161e-07 2.9233405837746819e-07 6.8429210147965855e-07 -3.5860224218858524e-07 1.1602520074482924e-07 3.8678724136972335e-07 -3.5947733695571687e-07 3.4410289231345817e-07 -2.4050272942055526e-08 9.7696262877261251e-07 1.3041467115348287e-08 -9.8408686209863637e-07
leaf_weight=20 26 20 20 27 24 20 22 30 37 35 256 20 22 20 20 22 128 20 26 34 33 57 80 23 21 21 1040 21 955 21
leaf_count=20 26 20 20 27 24 20 22 30 37 35 256 20 22 20 20 22 128 20 26 34 33 57 80 23 21 21 1040 21 955 21
internal_value=0 -1.6988e-09 -3.31718e-09 -9.54736e-10 -3.67084e-09 -1.02838e-09 2.27822e-07 -4.26574e-09 -1.93041e-09 -5.98276e-09 -8.0675e-08 2.31004e-09 -1.94464e-09 8.11076e-10 1.08855e-07 -7.53817e-09 -6.6371e-08 1.0958e-09 -1.91565e-09 3.06035e-09 -1.21959e-09 -1.30369e-07 -7.64043e-09 8.64056e-09 2.78382e-07 1.64103e-09 -2.66333e-09 -6.23824e-09 3.37816e-08 -4.30519e-08
internal_weight=0 3101 3081 3055 3035 3011 42 2969 2939 2912 291 2621 2601 2579 185 2394 165 2374 2354 2332 2298 163 106 2135 54 2081 2058 2037 976 1061
internal_count=3121 3101 3081 3055 3035 3011 42 2969 2939 2912 291 2621 2601 2579 185 2394 165 2374 2354 2332 2298 163 106 2135 54 2081 2058 2037 976 1061
is_linear=0
shrinkage=0.1


Tree=9101
num_leaves=31
num_cat=0
split_feature=132 1185 1203 132 3 130 3 130 1213 1212 1213 42 1213 403 1210 3 1212 52 2 12 12 42 129 402 2 402 1209 403 52 402
split_gain=1.40596e-10 7.04319e-10 6.4157e-10 1.4627e-10 3.30839e-10 2.71547e-10 1.47547e-10 2.56811e-10 1.3946e-10 1.67268e-09 1.35148e-09 4.17398e-09 1.32853e-09 7.72141e-10 1.08856e-09 1.00459e-09 2.58407e-10 4.0308e-10 2.51963e-10 3.6833e-10 4.73196e-10 2.4361e-10 2.1127e-10 2.03878e-10 1.33686e-09 8.50194e-10 2.5828e-10 2.15736e-10 1.01473e-09 4.93625e-10
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.41127499999999995 -0.042499999999999989 0.115025 -0.087044999999999983 0.0032450000000000001 -0.084704999999999989 -0.089079999999999979 -0.087969999999999979 0.087550000000000017 -0.090324999999999989 -0.0047449999999999992 -0.079504999999999978 -0.082284999999999983 -0.063924999999999996 0.086965000000000015 0.094400000000000026 0.090345000000000023 0.087995000000000004 0.086835000000000009 -0.082304999999999975 0.10708500000000001 0.084055000000000005 0.10052500000000002 -0.084519999999999984 -0.5335399999999999 0.089325000000000015 -0.10234999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 6 -1 -5 -8 10 -10 12 -12 13 15 -15 -3 17 -11 19 20 21 -16 -18 25 -25 26 -24 28 29 -28
right_child=1 8 -4 4 -6 -7 7 -9 9 16 11 -13 -14 14 18 -17 22 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=2.892901530980025e-07 5.6945259736742384e-07 1.4298209329165825e-08 -6.17359923182903e-07 -1.4185167862898686e-07 -4.5304768235610033e-07 -1.7508094771301333e-07 -1.0036175184127019e-07 2.8334344110038673e-07 -7.6053640852031667e-07 -4.5783787566941336e-08 1.5016224509785705e-06 -4.736664925530931e-07 -8.0798719984898067e-07 -6.8383234885042547e-07 -2.9373823026833721e-08 9.3555132153255736e-07 3.0072953880177093e-07 5.6018245253480499e-07 -2.2890747857218231e-07 4.6140002723404911e-07 -3.6638566469222993e-07 4.5828391336044667e-07 -3.5171314526191317e-07 6.6171219259558711e-07 -2.984822849327884e-07 -6.2694112146614739e-07 2.4826568036928623e-07 -4.231210596248779e-09 7.6935358038099368e-07 -4.5431898840320175e-07
leaf_weight=34 22 29 20 52 20 20 37 33 29 23 23 20 20 24 21 20 23 21 24 25 22 20 21 29 29 22 20 2378 20 20
leaf_count=34 22 29 20 52 20 20 37 33 29 23 23 20 20 24 21 20 23 21 24 25 22 20 21 29 29 22 20 2378 20 20
internal_value=0 5.78543e-09 -7.78391e-08 -2.27859e-08 -7.60584e-08 1.17301e-07 -1.42569e-08 8.05278e-08 1.48412e-09 -5.2633e-09 7.31754e-08 5.82883e-07 -3.37389e-08 4.99636e-08 -7.26648e-08 3.9032e-07 3.1415e-09 2.43427e-07 5.82997e-08 1.36629e-07 7.75148e-09 2.08508e-07 -9.85186e-10 -3.71832e-09 1.81615e-07 -8.05099e-09 -2.51394e-09 4.93924e-10 1.87767e-07 -1.03027e-07
internal_weight=0 2905 216 196 142 54 122 70 2883 2635 248 43 205 185 136 49 2606 44 112 88 63 41 2562 2539 58 2481 2459 2438 60 40
internal_count=3121 2905 216 196 142 54 122 70 2883 2635 248 43 205 185 136 49 2606 44 112 88 63 41 2562 2539 58 2481 2459 2438 60 40
is_linear=0
shrinkage=0.1


Tree=9102
num_leaves=31
num_cat=0
split_feature=1209 1204 1185 393 4 4 1374 16 42 4 151 2 4 2 12 1 3 1 0 45 1374 49 49 42 2 480 2 52 12 52
split_gain=1.28411e-10 1.2601e-10 1.96239e-10 2.39953e-10 1.31639e-10 1.86551e-09 1.19654e-09 4.58158e-10 4.24783e-10 4.52307e-10 1.35581e-09 4.02881e-10 1.12608e-09 9.39844e-10 3.43017e-09 9.15176e-10 6.90078e-09 4.16431e-09 1.34506e-09 7.17576e-10 6.61932e-10 5.98472e-10 5.42205e-10 6.87153e-10 3.8312e-10 1.44436e-09 1.15562e-09 1.01137e-09 3.18514e-09 1.39548e-09
threshold=-0.14444499999999996 0.053645000000000005 -0.10973499999999999 0.10856500000000001 -0.0092149999999999992 -0.0086549999999999978 0.087110000000000007 -0.18708499999999997 -0.23037499999999997 -0.010384999999999998 -0.41619999999999996 0.08647500000000001 -0.0070899999999999991 0.084145000000000011 0.084225000000000008 0.09202500000000001 -0.014944999999999998 0.095025000000000012 -0.090644999999999989 0.083445000000000005 -0.094929999999999987 -0.078034999999999979 -0.086009999999999989 0.08623500000000002 0.084985000000000019 0.11240000000000001 0.084855000000000014 0.4099850000000001 0.094375000000000014 0.25317500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 -4 -9 10 -10 13 -13 15 -15 16 18 -17 -7 20 -14 22 23 -22 26 -26 27 29 -29 -12
right_child=1 -3 3 -5 5 11 -8 8 9 -11 24 12 19 14 -16 17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=2.5257501988562582e-07 -3.1584029176912058e-07 2.0232374216296498e-07 -4.8919553819359862e-07 2.5507090113150198e-07 9.3262819030376873e-07 -1.9611140768600107e-07 -7.7280455284624492e-07 4.2879341296239466e-07 7.9265460640055524e-07 -3.592483014588996e-07 -4.688469347276699e-08 -5.7447587219153448e-07 -5.6693249128805043e-07 1.4495193949218532e-06 -9.1868841626105029e-08 1.5017360152569382e-06 -1.8899009226203136e-06 -3.9976083772646436e-09 6.9493179344348732e-07 5.52910060507889e-07 -2.6892671921056415e-07 -4.1691429778517028e-08 5.9944721734999423e-07 4.1988600604067219e-07 4.8604107915886357e-09 8.4311313865252182e-07 -8.0657553098717476e-07 -1.4040776745462479e-06 2.993249124657545e-07 7.839920380363419e-07
leaf_weight=20 20 30 20 36 22 36 21 22 21 37 540 37 22 22 42 20 20 225 32 22 30 690 28 28 971 21 21 21 23 21
leaf_count=20 20 30 20 36 22 36 21 22 21 37 540 37 22 22 42 20 20 225 32 22 30 690 28 28 971 21 21 21 23 21
internal_value=0 -1.62931e-09 -3.62169e-09 -1.57503e-09 -4.63946e-09 1.9754e-08 -2.25383e-08 -1.33674e-08 -7.76284e-09 -1.34933e-08 -5.68796e-09 3.73869e-09 -3.48397e-08 8.70176e-08 4.37983e-07 1.95647e-08 -2.57048e-07 1.18919e-07 2.23203e-07 -1.04903e-08 -2.60226e-08 -1.06876e-08 2.38064e-07 6.36036e-08 -1.60496e-08 2.26057e-08 -7.73053e-08 -5.19918e-08 -5.13663e-07 -1.57824e-08
internal_weight=0 3101 3071 3051 3015 1276 1739 1718 1698 1676 1639 1254 857 397 64 333 88 245 68 820 798 776 86 58 1618 992 626 605 44 561
internal_count=3121 3101 3071 3051 3015 1276 1739 1718 1698 1676 1639 1254 857 397 64 333 88 245 68 820 798 776 86 58 1618 992 626 605 44 561
is_linear=0
shrinkage=0.1


Tree=9103
num_leaves=31
num_cat=0
split_feature=105 2 0 12 2 1 15 3 52 51 0 52 1 1 2 2 4 52 51 15 15 448 3 52 3 124 3 13 2 42
split_gain=1.24596e-10 2.07251e-10 7.40806e-10 8.59184e-10 3.53334e-10 1.76463e-10 5.25893e-10 2.3036e-10 5.44377e-10 9.66364e-10 9.00178e-10 6.55842e-10 7.10983e-10 2.70372e-09 1.93293e-09 7.12007e-10 8.9834e-10 6.19381e-10 7.83137e-10 4.69686e-10 9.0034e-10 7.46278e-10 3.28088e-10 1.48001e-09 3.94377e-10 1.03405e-09 3.83104e-10 1.55113e-09 3.34958e-10 3.34243e-10
threshold=0.080965000000000023 -0.080614999999999978 -0.080119999999999983 -0.010834999999999999 -0.045829999999999989 0.16540500000000002 -0.56020999999999987 -0.0025099999999999996 -0.23375999999999997 -0.14283999999999999 -0.064754999999999993 -0.092399999999999982 0.094220000000000012 0.099400000000000002 0.085045000000000023 0.087815000000000018 0.0033150000000000007 0.060015000000000006 0.11381000000000001 -0.052074999999999989 -0.089549999999999991 -0.013069999999999998 -0.0087149999999999988 -1.0000000180025095e-35 -0.016324999999999996 -0.063929999999999987 -0.047929999999999993 -0.049279999999999997 0.10882500000000002 -0.046564999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 -6 22 10 -10 -9 -11 14 -14 -13 -16 -17 19 -19 20 -15 -21 24 -24 26 -26 -8 -28 29 -29
right_child=-2 4 3 -5 5 -7 7 8 9 11 -12 12 13 17 15 16 -18 18 -20 21 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=5.7821159405843251e-07 -2.2696794133025833e-07 -4.2163078987300647e-07 3.1892709262404395e-07 -4.2598212360189794e-07 -4.5866377558922978e-07 2.8894981780814262e-07 -2.7741361698010157e-09 -7.4326219879323961e-07 6.8527473905111979e-07 -3.3998042220496752e-07 7.2547496225632511e-08 1.2037557098665276e-06 -1.1050765141362719e-06 -5.1042249814435714e-09 -3.7597881714646068e-07 6.1383408709197723e-07 -7.3778142968038949e-08 7.9791842616954841e-07 -3.4412405938155644e-08 1.0215087911179495e-07 7.0853659715133044e-07 -6.7021842795611521e-07 2.0400470020831563e-07 -7.6202339545849599e-07 -8.8356205360731533e-09 8.372630897213186e-07 -9.6682430972061009e-07 4.7438889193784917e-07 -2.6065105441463656e-07 -5.3376149686812376e-08
leaf_weight=28 24 20 32 30 25 21 2234 21 27 36 38 20 20 90 22 38 38 26 20 29 22 22 35 29 52 20 21 20 31 30
leaf_count=28 24 20 32 30 25 21 2234 21 27 36 38 20 20 90 22 38 38 26 20 29 22 22 35 29 52 20 21 20 31 30
internal_value=0 1.76202e-09 1.5129e-07 -4.15129e-08 -2.71339e-09 9.15469e-11 -1.95364e-09 1.92863e-09 6.61817e-08 1.07051e-07 -2.17825e-07 6.62885e-08 1.08437e-07 5.68601e-09 3.07845e-07 1.25006e-07 2.70028e-07 1.11979e-07 4.36035e-07 2.05276e-08 1.35075e-07 -2.31028e-07 -1.02618e-08 -2.33727e-07 -4.32251e-09 2.26192e-07 -1.14274e-08 -2.00951e-07 -2.39123e-09 1.5773e-07
internal_weight=0 3097 90 62 3007 2987 2966 2941 469 410 59 383 347 229 118 98 76 209 46 163 112 51 2472 64 2408 72 2336 102 81 50
internal_count=3121 3097 90 62 3007 2987 2966 2941 469 410 59 383 347 229 118 98 76 209 46 163 112 51 2472 64 2408 72 2336 102 81 50
is_linear=0
shrinkage=0.1


Tree=9104
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 401 1212 2 401 1210 3 1213 1213 12 2 0 1183 52 151 132 399 1204 1203 1203 128 128 1210 1209 1 1 0
split_gain=1.23737e-10 3.29817e-10 1.96363e-10 3.63025e-10 2.63466e-10 1.63202e-10 1.75283e-09 3.24118e-09 1.22518e-09 1.11607e-09 1.9074e-10 4.40267e-10 4.27725e-10 2.9042e-10 5.55346e-10 1.85477e-10 1.69447e-10 7.71758e-10 6.38485e-10 5.4644e-09 3.45507e-09 5.86613e-10 5.70842e-10 4.62682e-10 5.8545e-10 5.67948e-10 5.21627e-10 4.77458e-10 1.48761e-09 6.9905e-09
threshold=0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.094304999999999986 0.13522500000000001 -0.089544999999999986 0.084715000000000013 0.10022000000000002 -0.13847499999999999 -0.081459999999999991 -0.087529999999999983 -0.085284999999999986 0.085250000000000006 0.084715000000000013 -0.083804999999999977 -0.073809999999999973 1.0000000180025095e-35 0.015440000000000001 -0.083284999999999984 0.091580000000000009 -0.08130999999999998 0.088520000000000015 0.085595000000000018 0.10614000000000001 0.085955000000000018 -0.078184999999999991 -0.067109999999999989 0.098700000000000024 0.090475000000000014 -0.082394999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 9 -8 -7 -5 12 -12 -10 -14 -15 -13 18 23 19 22 -20 -22 -17 24 25 -18 -27 28 -28 -30
right_child=-2 -3 -4 4 -6 8 7 -9 10 -11 11 15 13 14 -16 16 17 -19 20 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=4.2587628286128169e-07 -2.4793144742574214e-07 3.5627071374423083e-07 -2.4401701499286762e-07 -8.6295959805097891e-07 -3.1255309143792452e-07 -7.6438218934120935e-07 -3.6564948799010845e-08 1.4790815893796944e-06 4.3928834596584921e-07 1.1363095649130629e-07 -4.1243351653555203e-07 2.2650462941303177e-07 -2.8427813087243218e-07 5.3332251820306523e-07 -1.3270609639998693e-07 1.2851512362236202e-08 -4.5356888516407169e-07 5.5020755531452125e-07 -1.2716737583132056e-06 1.5660651113099297e-06 1.2405494758521461e-08 5.4441024498633601e-07 -6.1594791121292899e-07 -5.2478199449979004e-07 4.1167027891983054e-07 4.1322376961261399e-07 -4.0631150366924829e-08 1.0059932874876647e-07 -1.7246887450385528e-06 4.0900169329247277e-07
leaf_weight=20 20 26 33 22 27 21 43 21 32 25 26 36 24 21 31 42 34 22 21 24 1590 21 22 20 28 25 614 168 28 34
leaf_count=20 20 26 33 22 27 21 43 21 32 25 26 36 24 21 31 42 34 22 21 24 1590 21 22 20 28 25 614 168 28 34
internal_value=0 1.60336e-09 -1.39546e-09 1.23653e-09 -1.57379e-09 1.2297e-09 1.20217e-07 4.60757e-07 -3.34991e-09 -3.43497e-07 2.23223e-09 -2.87824e-09 1.32597e-07 3.46327e-09 1.36267e-07 1.02372e-09 -1.99051e-09 -3.53413e-08 1.6876e-08 2.79255e-07 2.72807e-09 1.93404e-08 -2.03298e-07 -4.88872e-08 -3.86639e-08 -5.26277e-08 -3.69407e-08 -5.0275e-08 -8.77703e-08 -5.546e-07
internal_weight=0 3101 3075 3042 3022 2995 111 64 2884 47 2863 2755 108 76 52 2729 2693 973 1720 88 1632 1611 64 951 931 903 869 844 676 62
internal_count=3121 3101 3075 3042 3022 2995 111 64 2884 47 2863 2755 108 76 52 2729 2693 973 1720 88 1632 1611 64 951 931 903 869 844 676 62
is_linear=0
shrinkage=0.1


Tree=9105
num_leaves=31
num_cat=0
split_feature=398 132 1186 1185 52 399 1204 130 131 1186 129 4 2 2 2 13 2 3 480 150 51 156 159 52 16 13 43 481 1446 12
split_gain=1.58509e-10 2.93559e-10 3.75254e-09 2.06079e-09 4.52872e-10 2.52521e-10 2.49667e-10 8.55929e-10 1.7767e-10 1.65953e-10 2.46257e-10 1.20739e-10 4.80297e-10 2.43929e-09 1.06812e-09 1.16639e-09 8.99163e-10 3.94052e-09 1.29535e-09 7.29483e-10 5.96129e-10 8.73634e-10 8.0256e-10 6.1903e-10 1.09377e-09 1.95379e-09 1.03317e-09 5.89788e-10 1.64815e-09 8.7123e-10
threshold=0.087820000000000023 -0.083284999999999984 0.0044650000000000011 -1.0000000180025095e-35 0.10347000000000002 0.10788500000000002 -0.079874999999999988 0.08610000000000001 -0.076979999999999979 -0.091099999999999987 -0.082304999999999975 -0.011559999999999999 0.09580000000000001 0.095040000000000013 0.097385000000000013 -0.065824999999999981 0.092755000000000018 -0.079724999999999976 0.106725 0.10874500000000002 -0.14283999999999999 0.092385000000000009 0.083335000000000006 0.10263500000000002 -0.067914999999999989 -0.036034999999999991 0.016310000000000002 -0.081539999999999987 0.088980000000000017 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 8 -2 7 -5 -1 -8 -11 12 13 16 15 -14 18 -18 19 27 21 -16 23 26 -25 -26 -22 28 29 -12
right_child=5 3 -4 6 -6 -7 9 -9 -10 10 11 -13 14 -15 20 -17 17 -19 -20 -21 22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=2.5420950612021479e-07 -3.1718906650614655e-07 -9.912929510305513e-07 1.350277982613658e-06 4.7929156622581688e-07 -4.5551595769171875e-07 7.2458418924662544e-08 -2.8835774998015043e-07 -3.2534074275503148e-07 -3.3980076111244399e-08 2.9579754787789627e-07 -5.5593676560896534e-07 2.0750594625142689e-08 1.0758452436307596e-06 -1.1231586123964613e-06 8.2722946068597157e-07 3.3924714350839415e-08 -4.7501522965031847e-07 1.037824161661168e-06 -8.5560979130150387e-07 -6.1209390816491749e-07 4.6025635537755262e-08 -8.1348373771928198e-09 -4.6082697640515155e-07 3.2989563519863468e-07 -1.021478803997117e-06 7.4774805004897254e-08 7.9287959197569899e-07 -5.6315847299033865e-08 1.0121417350816842e-06 1.9408843114834492e-07
leaf_weight=27 39 21 22 39 23 29 20 20 103 28 21 1246 21 21 21 22 33 36 20 22 157 31 39 29 29 37 21 865 20 59
leaf_count=27 39 21 22 39 23 29 20 20 103 28 21 1246 21 21 21 22 33 36 20 22 157 31 39 29 29 37 21 865 20 59
internal_value=0 3.35187e-09 1.29103e-07 -4.29454e-09 -4.64912e-08 -1.51016e-07 2.96026e-09 2.06535e-07 2.58747e-08 -1.33242e-09 7.34e-10 -2.27028e-09 -2.13421e-08 -5.57632e-08 7.14342e-08 5.4277e-07 -3.49312e-08 3.14292e-07 -5.88601e-08 -4.27152e-08 1.57545e-08 3.29224e-07 -3.64904e-08 2.41291e-08 -1.81992e-07 -4.06912e-07 1.34138e-07 -2.97345e-08 2.00194e-07 -2.79318e-09
internal_weight=0 3053 175 2878 153 68 2857 59 130 2798 2778 2750 1504 1097 407 43 1076 69 1007 987 364 52 312 273 95 66 178 965 100 80
internal_count=3121 3053 175 2878 153 68 2857 59 130 2798 2778 2750 1504 1097 407 43 1076 69 1007 987 364 52 312 273 95 66 178 965 100 80
is_linear=0
shrinkage=0.1


Tree=9106
num_leaves=31
num_cat=0
split_feature=132 1185 1203 132 132 13 13 12 42 42 43 42 1201 128 4 42 129 12 51 51 12 1210 1210 12 13 15 3 42 482 13
split_gain=1.56327e-10 1.02719e-09 3.41938e-10 1.41944e-10 2.60718e-10 3.0249e-10 2.51536e-10 1.40277e-10 2.06992e-10 1.21819e-10 6.31878e-10 8.63574e-10 3.6463e-10 1.59561e-10 8.02102e-10 2.18155e-10 2.038e-10 1.81982e-10 5.95489e-10 1.88092e-09 1.98481e-09 1.69316e-09 1.00228e-09 7.10697e-10 8.935e-10 1.45388e-09 1.11265e-09 1.0482e-09 8.16196e-10 1.05632e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.41127499999999995 -0.21736499999999997 -0.033284999999999988 0.056795000000000005 0.23631000000000002 0.18223500000000001 -0.16797499999999996 -0.095049999999999982 -0.23058999999999999 -0.08261499999999998 0.10773500000000001 -0.079329999999999984 -0.14723999999999998 0.102035 0.09334000000000002 0.092790000000000011 0.10532000000000001 0.096645000000000009 -0.064799999999999983 -0.0049999999999999984 0.093965000000000007 -0.077944999999999987 0.101845 -0.059315 0.095405000000000004 0.11191500000000001 -0.074519999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 -1 8 9 10 11 -3 -11 15 -15 -14 17 -17 21 -20 -21 -19 -23 -24 25 27 28 -25 29 -26
right_child=1 7 -4 4 -6 -7 -8 -9 -10 12 -12 -13 13 14 -16 16 -18 18 19 20 -22 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=-1.3730717161782497e-07 7.030296566361878e-07 2.2704192303990569e-09 -4.075616728676275e-07 -3.2689630816404055e-08 4.0002825409556892e-09 -5.6329153554066756e-07 2.9703389766192841e-07 -2.4487293825112156e-07 3.1587944244208871e-07 4.297053165913667e-07 2.4968360987949041e-07 -8.4604838065160951e-07 -3.1563819117185302e-07 6.6381688981209672e-07 -1.7172214412581796e-07 1.1863663511149953e-08 2.2747564076716558e-07 -9.9006070428231399e-07 1.0446650213680187e-06 -8.8629543654406012e-07 3.4444483060868061e-07 5.6531572261064869e-07 -5.7299237019898489e-07 3.8043428642393137e-07 6.3373481098820288e-07 9.5754467784288302e-07 -7.9550833383425778e-07 -3.9982554154228254e-07 -6.1766018867742268e-07 -8.3281597457667371e-08
leaf_weight=24 21 30 28 22 97 21 30 23 21 20 29 20 22 20 27 2004 39 20 20 20 38 25 28 36 22 21 23 33 26 311
leaf_count=24 21 30 28 22 97 21 30 23 21 20 29 20 22 20 27 2004 39 20 20 20 38 25 28 36 22 21 23 33 26 311
internal_value=0 6.18454e-09 -8.08845e-08 -3.37352e-08 -8.6859e-08 -2.91821e-07 1.03993e-07 1.09984e-09 3.08141e-09 7.6357e-10 -1.21671e-07 -3.37057e-07 4.27441e-09 1.16339e-09 1.83826e-07 -2.03049e-09 5.5742e-10 -2.81137e-09 -5.00165e-08 2.08414e-07 -7.99484e-08 -8.70028e-08 -5.26006e-08 -8.34964e-08 -5.44586e-08 2.28998e-07 -1.21242e-07 7.26654e-09 -7.80434e-08 -3.59111e-08
internal_weight=0 2899 222 194 140 43 54 2878 2855 2834 79 50 2755 2735 47 2688 2666 2627 623 78 58 545 525 500 472 90 382 69 359 333
internal_count=3121 2899 222 194 140 43 54 2878 2855 2834 79 50 2755 2735 47 2688 2666 2627 623 78 58 545 525 500 472 90 382 69 359 333
is_linear=0
shrinkage=0.1


Tree=9107
num_leaves=31
num_cat=0
split_feature=142 45 3 1426 1426 47 0 16 47 47 3 147 148 1365 52 13 483 131 13 448 147 1 120 2 9 3 39 2 52 1184
split_gain=1.27533e-10 2.13457e-10 1.65637e-09 1.91901e-10 1.98409e-10 1.61982e-10 9.73037e-10 4.17022e-09 1.57616e-09 4.63866e-10 3.16276e-10 2.28416e-10 2.12595e-10 2.23544e-10 2.08737e-10 5.34486e-10 2.51688e-10 4.80808e-10 3.29544e-10 1.919e-10 4.19955e-10 1.90981e-10 6.4841e-10 2.72857e-10 2.39131e-10 5.08951e-10 2.20926e-10 2.20514e-10 5.96695e-10 4.09402e-10
threshold=-0.057499999999999989 0.083445000000000005 0.096675000000000011 -0.094284999999999994 -0.061919999999999996 0.092165000000000011 -0.10224499999999999 -0.18708499999999997 0.09550500000000002 0.088915000000000008 -0.034684999999999994 0.099730000000000027 1.0000000180025095e-35 0.085025000000000017 -0.0027449999999999996 -0.068269999999999983 0.09011000000000001 0.096490000000000006 -0.074044999999999986 0.030280000000000001 0.090830000000000008 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.08925000000000001 -0.016324999999999996 0.11305000000000003 0.13404500000000005 -1.0000000180025095e-35 0.084515000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 9 7 -7 -8 11 14 12 13 19 16 -16 17 18 -10 20 21 22 23 24 26 -26 27 29 -29 -6
right_child=1 2 -4 4 5 6 8 -9 10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=2.2963496337051008e-07 2.958630049802609e-07 -9.1163827882212449e-07 2.632259879457403e-07 -2.564435925478392e-07 -2.0004320327935966e-09 6.5759179435076476e-08 8.4091343375482885e-07 -1.6164402364893249e-06 -6.5265184999595428e-08 3.9437820416402069e-07 -3.3874066054373489e-07 2.7516824060615273e-07 -2.8240479468768002e-07 3.1534697731548596e-07 4.5530700231684781e-07 -1.0933117230730493e-07 -3.9486887302365136e-07 -4.332113026705997e-07 4.0194742372097363e-07 -3.063523035962135e-07 4.4996544726841204e-07 3.0125236830393817e-07 -4.8899089616977823e-07 3.7158614446752841e-07 -8.6317862106309062e-08 6.0343462365608508e-07 -2.6441960683243336e-07 4.4462213267593147e-07 -5.3998676605715453e-08 -4.2602824954013593e-07
leaf_weight=24 22 20 30 30 2276 56 22 20 36 31 32 31 26 23 30 38 21 20 26 20 21 21 27 20 23 20 32 40 60 23
leaf_count=24 22 20 30 30 2276 56 22 20 36 31 32 31 26 23 30 38 21 20 26 20 21 21 27 20 23 20 32 40 60 23
internal_value=0 -1.7752e-09 -2.0672e-07 1.58786e-09 -5.52326e-10 2.01086e-09 -6.75636e-08 -3.76925e-07 3.69317e-08 9.7844e-09 -5.01993e-08 5.30734e-09 2.12889e-09 4.96768e-09 3.79672e-09 1.39774e-07 -8.59746e-08 -6.86756e-09 1.30663e-07 2.20394e-09 4.61172e-09 9.32555e-10 -1.56912e-09 3.7077e-09 7.33745e-10 2.34497e-07 -3.40111e-09 8.05884e-11 1.4545e-07 -6.24255e-09
internal_weight=0 3097 50 3047 3025 2995 301 76 225 2694 203 2663 2632 2606 171 68 103 82 62 2583 2563 2542 2521 2494 2474 43 2431 2399 100 2299
internal_count=3121 3097 50 3047 3025 2995 301 76 225 2694 203 2663 2632 2606 171 68 103 82 62 2583 2563 2542 2521 2494 2474 43 2431 2399 100 2299
is_linear=0
shrinkage=0.1


Tree=9108
num_leaves=31
num_cat=0
split_feature=130 42 132 1185 399 399 1186 399 132 1203 130 1186 391 129 1183 129 128 12 402 131 1212 1211 1211 402 133 123 47 1452 43 43
split_gain=1.25148e-10 2.62559e-10 1.44621e-10 8.37353e-10 2.85385e-10 5.94931e-10 3.03458e-10 2.27963e-10 1.59868e-10 3.81478e-10 2.39805e-10 1.21544e-10 2.9504e-10 2.11602e-10 2.16428e-10 2.14376e-10 4.83023e-10 6.87553e-10 2.80631e-10 2.66068e-10 2.53703e-10 2.39149e-10 7.77664e-10 2.72277e-10 3.30805e-10 1.99475e-10 1.79237e-10 1.7125e-10 2.19535e-10 4.74972e-10
threshold=-0.23647499999999996 0.15432000000000004 -0.083174999999999985 -0.083264999999999992 0.091895000000000018 0.11091500000000001 0.049580000000000006 0.08845500000000002 -0.41127499999999995 1.0000000180025095e-35 0.10923000000000001 0.089315000000000019 -0.086319999999999994 -0.04689999999999999 -1.0000000180025095e-35 0.11091000000000001 0.10670500000000001 0.10266500000000002 0.23460000000000003 0.13695500000000002 0.13631000000000001 0.11671000000000002 0.10809000000000001 -0.45015499999999992 0.50628500000000021 0.11679000000000002 0.13693500000000003 0.11769000000000002 0.084740000000000024 0.16180500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 7 8 10 -10 -2 12 -5 -14 -15 16 18 -18 19 20 21 22 23 -16 25 26 27 28 -25 -30
right_child=1 -3 3 11 5 -7 -8 -9 9 -11 -12 -13 13 14 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-2.4934738462434325e-07 3.1173929822309837e-07 3.010909080924174e-07 6.3394825680180002e-07 -3.8490721635753285e-07 -6.1621261556647027e-07 1.0924261857780948e-07 -3.7748995333618586e-07 3.181014588819934e-07 -4.6768732318014374e-07 2.5018494653750168e-08 -1.1001593911430519e-07 1.8272406600140636e-07 3.0945939086409042e-07 -3.2171504541013618e-07 -2.7276862416177515e-07 -2.7472952613801941e-07 7.4365953997541863e-07 -7.5597837110308324e-08 -2.9164925746100022e-07 3.2010226450351045e-07 -2.9051268181016595e-07 -2.57629835037473e-07 5.8439847734348409e-07 5.9046149015805439e-09 3.8171797215276775e-07 2.5276014234750176e-07 -2.587353258655235e-07 2.6614430780706282e-07 -2.697691958019916e-07 7.4370562900135346e-08
leaf_weight=20 28 29 21 20 26 20 21 23 22 55 26 36 22 21 36 28 21 20 33 26 30 35 23 2212 23 31 27 24 89 73
leaf_count=20 28 29 21 20 26 20 21 23 22 55 26 36 22 21 36 28 21 20 33 26 30 35 23 2212 23 31 27 24 89 73
internal_value=0 1.60631e-09 -1.22085e-09 4.82006e-09 -7.91514e-08 -3.00797e-07 -2.08901e-08 2.77371e-08 -2.32429e-08 -1.15755e-07 1.08672e-07 1.51615e-10 -2.20079e-09 5.58453e-10 -1.91096e-09 5.48172e-10 3.39974e-09 3.44022e-07 -1.84651e-09 1.79118e-09 -1.38826e-09 1.9828e-09 5.56296e-09 2.69431e-10 4.23448e-09 6.9942e-10 -2.5228e-09 3.61995e-10 -2.32494e-09 -1.14694e-07
internal_weight=0 3101 3072 2851 221 46 175 154 131 77 54 2830 2794 2774 2752 2731 2703 41 2662 2629 2603 2573 2538 2515 2479 2456 2425 2398 2374 162
internal_count=3121 3101 3072 2851 221 46 175 154 131 77 54 2830 2794 2774 2752 2731 2703 41 2662 2629 2603 2573 2538 2515 2479 2456 2425 2398 2374 162
is_linear=0
shrinkage=0.1


Tree=9109
num_leaves=31
num_cat=0
split_feature=1209 13 133 133 1375 42 1212 42 402 158 1453 43 16 402 43 3 151 2 13 3 42 49 49 403 403 51 52 1447 403 1
split_gain=1.23134e-10 1.33028e-10 9.99885e-10 1.14027e-09 4.75445e-10 4.56328e-10 2.34498e-09 2.17933e-09 1.64115e-09 8.95255e-10 1.12814e-09 8.65964e-10 2.43536e-09 9.41661e-10 5.24871e-10 1.43989e-09 1.24948e-09 8.70411e-10 5.5758e-10 1.73647e-09 1.3592e-09 1.90392e-09 1.04727e-09 4.78297e-10 6.73373e-10 7.60149e-10 4.61711e-10 4.48938e-10 5.26031e-10 3.99042e-10
threshold=-0.14444499999999996 -0.084034999999999985 0.11524500000000001 0.10622000000000002 0.084795000000000023 0.087505000000000013 -0.089544999999999986 0.087745000000000004 0.10052500000000002 0.10874500000000002 -0.07303999999999998 0.0034250000000000005 -0.079504999999999978 -1.0000000180025095e-35 -0.085739999999999997 -0.086554999999999979 -0.08718999999999999 0.087955000000000019 -0.088319999999999996 -0.081814999999999985 0.084695000000000006 -0.0087049999999999992 0.08610000000000001 -0.084339999999999984 -0.028309999999999998 0.093135000000000009 0.08257500000000001 -0.086359999999999978 -0.55327499999999985 0.11507500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7 9 10 -8 13 -13 -12 15 17 -16 -15 19 -18 21 -20 -22 -9 -25 -26 29 -3 -29 -21
right_child=1 27 -4 -5 -6 7 8 23 -10 -11 11 12 -14 14 16 -17 18 -19 20 26 22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=2.4732923975534504e-07 8.0823958504250927e-07 3.5257484656737786e-07 -7.1557518378453785e-07 6.935350758009339e-07 3.4300362150574415e-07 -1.1078995598914141e-06 -6.3706746478449845e-07 3.6331203555955262e-07 -9.3722878510504873e-07 5.8248520626117779e-07 7.1660378807791859e-07 -1.1022727453564585e-06 2.4454684740970248e-07 3.3238314376860265e-07 6.5574652728972786e-07 -8.8178907261586255e-07 9.9136386737086475e-07 -4.4325971954173797e-07 1.4774010383332229e-07 -3.4299310889997116e-07 -2.5940376389144151e-07 -1.1218192686033877e-06 6.2196964755947611e-07 -6.167675485594752e-07 -1.2637507995018924e-07 4.4890854509888488e-07 3.2905117582378165e-07 -4.5020071587487116e-07 1.1207169929164592e-08 5.9002786607489443e-08
leaf_weight=20 34 38 21 22 32 22 30 23 20 24 20 25 29 39 33 23 20 23 21 43 28 27 26 24 197 26 31 25 2117 58
leaf_count=20 34 38 21 22 32 22 30 23 20 24 20 25 29 39 33 23 20 23 21 43 28 27 26 24 197 26 31 25 2117 58
internal_value=0 -1.59616e-09 -3.34615e-08 -1.75456e-08 -3.53631e-08 -4.96748e-08 3.64515e-09 -1.50837e-07 -4.8963e-08 -1.34323e-08 -4.34786e-08 -3.55107e-09 -3.78981e-07 4.81663e-08 1.22288e-08 -2.06037e-07 7.68721e-08 4.46447e-08 1.66397e-09 1.23035e-07 -1.79203e-07 -5.66387e-07 1.64961e-07 -7.28538e-08 -1.13468e-07 -5.93017e-08 -8.52997e-09 1.18662e-08 5.82192e-09 -1.12144e-07
internal_weight=0 3101 921 900 878 846 554 292 520 500 476 446 54 392 372 85 287 62 254 152 102 48 54 270 247 223 132 2180 2142 101
internal_count=3121 3101 921 900 878 846 554 292 520 500 476 446 54 392 372 85 287 62 254 152 102 48 54 270 247 223 132 2180 2142 101
is_linear=0
shrinkage=0.1


Tree=9110
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 402 16 131 400 1186 129 12 4 4 1375 16 16 16 1209 13 16 16 403 16 403 403 4 150 133 133
split_gain=1.23971e-10 3.8699e-09 1.97559e-09 4.13465e-10 1.7259e-10 6.68837e-10 5.14565e-10 1.5945e-10 2.51976e-10 1.42858e-10 2.05911e-10 1.37095e-10 1.23768e-10 1.41341e-09 1.13387e-09 4.35337e-10 3.9586e-10 1.37251e-09 8.72673e-10 1.51072e-09 1.02395e-09 9.87523e-10 7.88141e-09 1.10363e-09 2.01234e-09 7.0237e-10 7.58925e-10 5.05393e-10 3.83387e-10 8.48375e-10
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.079874999999999988 -0.092414999999999983 -0.082404999999999992 -0.076979999999999979 0.10782000000000001 -0.091099999999999987 -0.082304999999999975 0.088435000000000014 -0.0092149999999999992 -0.0086549999999999978 -0.15308499999999997 -0.15241499999999997 -0.094359999999999986 -0.092484999999999984 -0.087714999999999987 -0.052719999999999996 -0.090054999999999982 -0.087989999999999985 -0.0031149999999999997 -0.083539999999999989 -1.0000000180025095e-35 -0.014954999999999998 -0.07958999999999998 0.10846000000000001 -0.16271999999999995 -0.082009999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 5 -4 -7 -1 11 -6 -11 -9 14 -14 -12 -16 25 -18 19 -19 -20 22 -22 24 -23 -17 -27 28 -25 -30
right_child=2 -3 4 -5 9 6 -8 8 -10 10 12 -13 13 -15 15 16 17 18 20 -21 21 23 -24 27 -26 26 -28 -29 29 -31
leaf_value=1.862577249767128e-07 -9.4949734571772826e-07 1.3633305378507864e-06 -3.1536917450836204e-07 -4.9544844692661628e-07 -2.6826022725856551e-07 2.4185541002723424e-08 7.088420918831696e-07 -6.8427827528694252e-08 -3.2409050232155129e-07 2.6977631902371159e-07 -6.6336593473305658e-07 1.6435896483812941e-07 8.1595088142256093e-07 6.7440495279977294e-09 -3.936634016099561e-07 -2.7477666381379267e-07 -7.6420739816285285e-07 9.353135103887886e-07 -5.3533049708676123e-07 -1.7728852190370875e-07 -6.9475339529936689e-07 6.4193069204987767e-08 1.9457035345027409e-06 -3.2380589355066275e-07 -1.0594465497401221e-06 7.2218447915162194e-07 -2.1712513387228683e-08 4.2287054447293877e-07 3.6945350814221459e-07 -1.6487374864203868e-08
leaf_weight=32 22 21 20 20 20 21 23 80 29 28 27 37 22 1144 29 21 24 26 37 23 26 37 20 37 28 32 24 28 60 1123
leaf_count=32 22 21 20 20 20 21 23 80 29 28 27 37 22 1144 29 21 24 26 37 23 26 37 20 37 28 32 24 28 60 1123
internal_value=0 7.25555e-08 -5.47008e-09 -6.43449e-08 1.74124e-09 1.64123e-07 3.82074e-07 -1.59063e-08 -6.02162e-08 -1.94926e-09 -4.4313e-11 5.18851e-09 -2.77371e-09 2.20121e-08 -2.08138e-08 -9.79865e-09 -2.59808e-09 -1.41832e-08 -1.72605e-09 4.13072e-07 -1.62856e-08 -2.15411e-09 4.53271e-07 -1.81096e-08 -4.19836e-07 2.18422e-07 4.03371e-07 2.81366e-09 -6.82699e-09 3.08697e-09
internal_weight=0 219 2902 198 2880 64 44 178 146 2816 2796 117 2768 1166 1602 1575 1546 1469 1445 49 1396 1359 46 1313 65 77 56 1248 1220 1183
internal_count=3121 219 2902 198 2880 64 44 178 146 2816 2796 117 2768 1166 1602 1575 1546 1469 1445 49 1396 1359 46 1313 65 77 56 1248 1220 1183
is_linear=0
shrinkage=0.1


Tree=9111
num_leaves=31
num_cat=0
split_feature=44 158 158 159 159 160 1453 131 1447 12 2 42 2 4 159 13 49 160 1447 160 13 1428 474 3 157 156 160 1372 51 156
split_gain=1.18613e-10 5.06297e-10 1.84135e-10 1.79492e-10 6.54458e-10 1.81064e-09 6.96733e-10 6.42382e-10 2.04784e-09 1.56276e-09 1.0358e-09 1.36157e-09 2.28161e-09 1.15609e-09 5.54689e-10 5.04497e-10 1.37855e-09 1.0838e-09 4.64478e-10 2.70738e-10 9.09552e-10 2.36053e-10 2.0602e-10 7.55609e-10 2.85603e-10 4.42312e-10 2.23203e-10 7.01464e-10 6.3735e-10 1.27059e-09
threshold=0.099360000000000018 -0.47356499999999996 -0.46695499999999995 -0.015149999999999999 -0.025879999999999997 -0.14580499999999996 -1.0000000180025095e-35 0.09055500000000001 0.059120000000000013 0.095565000000000011 0.083715000000000026 0.090395000000000017 0.096325000000000008 -0.0060199999999999993 -0.0060149999999999986 -0.085744999999999988 0.08610000000000001 -0.019279999999999995 -0.051529999999999992 -0.41706499999999996 -0.083364999999999981 -0.071779999999999997 -0.095399999999999985 -0.084524999999999975 0.088145000000000015 0.10541000000000002 -0.085764999999999994 -0.065504999999999994 -0.085604999999999987 0.087465000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4 8 10 -9 13 15 -13 -8 -5 16 -12 -17 -14 20 -16 -21 23 -23 26 -26 28 -28 29 -24
right_child=-2 2 3 14 5 -7 7 9 -10 -11 11 12 18 -15 19 17 -18 -19 -20 21 -22 22 24 -25 25 -27 27 -29 -30 -31
leaf_value=4.3315196067952556e-07 -1.8858099301930702e-07 -2.4831554526372204e-07 -5.5652996593380528e-07 -4.8752753703714307e-07 1.132886004882039e-06 -1.3270460805450477e-07 9.2310248422222694e-07 -9.5362802422727099e-07 1.0787133950884708e-06 2.8150332289962015e-07 -5.8753512786416476e-07 -1.3362393067950506e-06 2.8880050110945467e-07 9.1165067179909167e-09 -6.4606160645165872e-07 5.8579213393206673e-08 4.4750640323084929e-07 8.451277140734833e-07 -3.4351705070233811e-07 -3.3342957855048946e-07 1.3136112265917343e-07 -2.152767400240499e-07 -2.0188606750134906e-08 5.0555022794314519e-07 -4.8191285963360823e-07 3.0166046832852552e-08 -5.2133922456330483e-07 1.2131952842941555e-09 1.0446179075444378e-08 1.0314206298289718e-06
leaf_weight=27 33 30 20 24 20 26 25 20 20 21 31 20 21 31 27 86 22 22 26 21 34 26 27 33 31 37 26 2147 167 20
leaf_count=27 33 30 20 24 20 26 25 20 20 21 31 20 21 31 27 86 22 22 26 21 34 26 27 33 31 37 26 2147 167 20
internal_value=0 2.01656e-09 -1.78634e-09 6.53741e-10 6.20949e-08 4.17552e-07 1.72976e-08 5.05629e-08 1.00675e-07 -3.21e-07 3.1799e-08 -6.28476e-08 -4.41663e-07 4.17146e-07 -8.98455e-09 9.47961e-08 -1.57895e-07 2.18802e-07 -6.09922e-08 -4.56042e-09 -2.12744e-07 4.49124e-10 3.23809e-09 1.87898e-07 -1.19976e-09 -2.03282e-07 4.55708e-09 -5.03916e-09 1.01999e-07 4.27305e-07
internal_weight=0 3088 3061 3031 411 46 365 345 304 41 284 228 67 56 2620 161 53 108 47 2596 61 2535 2514 59 2455 68 2387 2173 214 47
internal_count=3121 3088 3061 3031 411 46 365 345 304 41 284 228 67 56 2620 161 53 108 47 2596 61 2535 2514 59 2455 68 2387 2173 214 47
is_linear=0
shrinkage=0.1


Tree=9112
num_leaves=31
num_cat=0
split_feature=132 1185 1203 448 1348 150 44 1455 158 484 2 16 50 0 457 157 483 158 52 43 50 4 150 132 4 3 151 151 3 1374
split_gain=1.22127e-10 9.36505e-10 4.65328e-10 1.20994e-10 2.32781e-10 1.56305e-10 2.1364e-10 4.35529e-10 3.06806e-10 2.64529e-10 2.11091e-10 1.42355e-09 7.35616e-10 6.82537e-10 3.83366e-10 3.68364e-10 3.67605e-10 1.22816e-09 6.06372e-10 9.65292e-10 8.52148e-10 1.67771e-09 5.22328e-10 4.17697e-10 4.54939e-10 4.68157e-10 3.5388e-10 6.63606e-10 3.43061e-10 3.41393e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.068920000000000023 0.093335000000000015 -0.15178999999999995 0.099360000000000018 0.11192500000000001 -0.46695499999999995 -0.066844999999999988 0.11411 0.63167000000000006 -0.47060499999999994 -0.20211999999999997 0.41022000000000008 -0.49695999999999996 0.10143000000000001 0.10654500000000001 0.10263500000000002 -1.0000000180025095e-35 0.091320000000000012 -0.049534999999999989 0.11235000000000002 0.093160000000000007 -0.0092149999999999992 0.10542000000000001 0.13340000000000005 0.10424500000000002 -0.095524999999999985 -0.096434999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 7 8 -7 -9 12 13 -10 -12 15 -14 17 18 20 -20 21 -15 23 24 -23 28 27 29 -26 -17
right_child=1 3 -4 -5 -6 6 -8 9 10 -11 11 -13 14 16 -16 26 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.7611671636038807e-08 6.7084872517582322e-07 2.2307768698364007e-07 -4.6056391193326788e-07 -2.4448679198485478e-07 3.1918434803811661e-07 -2.9458401118947426e-07 -2.6376983469382991e-07 5.8495920896461949e-07 5.6163078436810571e-07 7.0635156106391144e-08 -5.4040347521322472e-07 -8.9023683869982061e-07 -3.4110991752215577e-07 7.7946185017552239e-07 4.4097918411978298e-07 -3.9541063783655684e-07 -3.9495786132820722e-07 6.8285216785726434e-07 -1.3323280933534641e-08 -8.3100308717508726e-07 -5.5647954906947102e-07 -4.4892479198813708e-07 4.6576834281928493e-07 3.6502143927918952e-07 -2.1247546756105371e-07 -3.437977277410586e-07 -2.9655511319130087e-07 5.7068662121041924e-07 2.3941279985807898e-07 9.7546392649599157e-09
leaf_weight=195 21 31 27 20 23 36 31 20 24 20 24 20 31 32 20 21 21 27 42 22 21 33 21 20 24 33 38 21 56 2146
leaf_count=195 21 31 27 20 23 36 31 20 24 20 24 20 31 32 20 21 21 27 42 22 21 33 21 20 24 33 38 21 56 2146
internal_value=0 5.47332e-09 -7.14842e-08 6.18258e-10 2.33348e-09 -2.37093e-10 -2.70598e-09 2.12513e-10 -4.58199e-09 3.27797e-07 -7.10999e-10 -6.81491e-08 1.0895e-08 -2.4421e-08 5.09018e-09 1.22763e-09 1.07596e-08 3.65e-08 -2.09063e-08 -2.94401e-07 5.20256e-08 1.10375e-07 -4.12071e-09 -6.35645e-08 -1.22275e-07 -2.68816e-08 5.99513e-09 1.12497e-08 1.03846e-07 5.82826e-09
internal_weight=0 2899 222 2878 2858 2835 2804 2773 2733 40 2697 396 2301 376 2277 2257 352 331 304 64 240 219 187 166 146 113 2226 2188 80 2167
internal_count=3121 2899 222 2878 2858 2835 2804 2773 2733 40 2697 396 2301 376 2277 2257 352 331 304 64 240 219 187 166 146 113 2226 2188 80 2167
is_linear=0
shrinkage=0.1


Tree=9113
num_leaves=31
num_cat=0
split_feature=130 4 50 132 1204 50 130 1208 1210 1186 130 50 3 3 3 44 50 483 483 157 52 50 1 51 403 1209 15 403 1209 401
split_gain=1.22538e-10 2.47861e-10 1.26882e-10 1.90868e-09 3.0928e-09 7.68028e-10 6.88366e-10 3.93576e-10 7.50613e-10 3.68907e-10 3.62121e-10 3.34855e-10 3.3403e-10 6.43565e-10 7.33602e-10 3.95334e-10 8.12804e-10 3.91759e-10 6.63557e-10 1.39019e-09 6.14168e-10 3.722e-10 2.94392e-10 4.5088e-10 2.91002e-10 4.54596e-10 9.65408e-10 7.15068e-10 4.29491e-10 4.96068e-10
threshold=-0.23647499999999996 0.63113500000000011 0.083090000000000011 -0.083284999999999984 -0.077669999999999989 0.087525000000000006 0.0084900000000000028 0.10233500000000001 -0.061049999999999993 -0.095479999999999982 -0.004729999999999999 0.020130000000000006 -0.073884999999999992 -0.078084999999999988 -0.076669999999999988 0.099360000000000018 0.13695500000000002 0.092815000000000022 0.087440000000000004 -0.085709999999999995 -0.015539999999999998 0.11266000000000001 0.10708500000000001 0.11548000000000001 -0.55049499999999985 -0.084519999999999984 0.086195000000000008 -0.5335399999999999 -0.065739999999999979 -0.06959499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 -5 -6 7 8 -7 -2 -10 24 13 17 -15 16 22 18 19 -12 -21 -22 23 -14 -11 26 -26 -27 -29 -30
right_child=1 -3 3 4 5 6 -8 -9 10 11 12 -13 15 14 -16 -17 -18 -19 -20 20 21 -23 -24 -25 25 27 -28 28 29 -31
leaf_value=-2.467374676484724e-07 -3.7884871575657701e-07 2.8293247992214603e-07 7.5662253777863959e-07 -1.1951786150903098e-06 6.2045758423581991e-07 -5.7132985844532411e-07 5.5198131431419157e-07 4.1597656458439559e-07 3.9830349552713331e-07 2.789203293218634e-07 -6.8487040762845568e-07 -3.573944763114991e-07 4.5497976319808231e-07 -8.0422979789792263e-07 -4.4380017948663375e-08 -2.6230404538788812e-07 7.4698487348238514e-07 -3.6113048419598014e-07 5.8488547495016983e-07 4.7521995863021548e-07 -1.1459316621406526e-07 2.685509768899205e-07 -1.5164682871033784e-07 -1.0565861823754229e-07 1.3630844388027679e-07 5.417604372522552e-07 -7.6063443567401625e-07 -4.6830607402625902e-07 2.9949713994371779e-07 -1.0040150894546454e-08
leaf_weight=20 27 31 35 21 22 24 23 21 22 36 27 27 32 24 27 24 21 28 20 33 92 35 39 26 24 24 24 20 53 2239
leaf_count=20 27 31 35 21 22 24 23 21 22 36 27 27 32 24 27 24 21 28 20 33 92 35 39 26 24 24 24 20 53 2239
internal_value=0 1.58572e-09 -1.25524e-09 4.01646e-08 -4.53424e-09 4.17686e-08 1.71911e-08 -7.65777e-09 -2.64264e-08 -1.12335e-08 2.63514e-09 -7.17726e-09 -1.77029e-08 -7.99519e-08 -4.01956e-07 1.07672e-07 1.82921e-07 -1.00701e-08 3.74163e-08 -2.11365e-08 9.08686e-08 -9.00226e-09 6.08041e-08 2.03659e-07 -3.26988e-09 -7.53114e-09 -3.12163e-07 -1.27158e-09 -6.90859e-09 -2.88244e-09
internal_weight=0 3101 3070 596 561 540 518 495 474 2474 450 2447 428 286 51 142 118 235 207 187 160 127 97 58 2420 2384 48 2336 2312 2292
internal_count=3121 3101 3070 596 561 540 518 495 474 2474 450 2447 428 286 51 142 118 235 207 187 160 127 97 58 2420 2384 48 2336 2312 2292
is_linear=0
shrinkage=0.1


Tree=9114
num_leaves=31
num_cat=0
split_feature=132 399 1203 393 1 1185 13 129 394 11 33 47 47 0 16 47 1427 42 1 1366 131 131 1447 16 1212 131 52 4 13 480
split_gain=1.28626e-10 7.12771e-10 5.69072e-10 2.50105e-10 5.08843e-10 1.99644e-10 3.46546e-10 2.11236e-10 1.88528e-10 1.57424e-10 3.45044e-10 2.12513e-10 1.57494e-09 1.27513e-09 3.38869e-09 3.56856e-10 2.3208e-10 5.47438e-10 4.06928e-10 2.20249e-10 2.18747e-10 1.97685e-09 9.07697e-10 3.81531e-09 6.19303e-10 7.8535e-10 1.61765e-09 4.47747e-10 4.35972e-10 3.92358e-10
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.088255000000000014 0.088975000000000012 0.085600000000000009 -0.0087749999999999981 -0.077709999999999987 -0.10421499999999999 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.090100000000000013 -0.10151999999999999 -0.11676499999999999 0.097970000000000015 0.086130000000000012 0.089165000000000008 0.094465000000000007 -0.082814999999999986 0.091360000000000011 0.08956500000000002 1.0000000180025095e-35 -0.032969999999999992 0.087505000000000013 0.10033500000000002 0.084505000000000011 -0.067104999999999984 -0.015039999999999998 0.11747
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 7 -7 -2 -9 -10 -11 12 16 14 -13 -15 19 18 -18 -12 21 22 29 -24 25 26 -22 28 -27 -21
right_child=1 -3 -4 4 -6 6 -8 8 9 10 11 13 -14 15 -16 -17 17 -19 -20 20 24 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-2.2593893105644321e-08 -2.438574798751298e-07 4.3579535601242911e-07 -5.8256718816096519e-07 3.8203065767059828e-08 -5.7080909700941802e-07 -1.7218631041617169e-09 5.1212152050490138e-07 2.9493722305641192e-07 2.5597924313558451e-07 -3.5695308274289013e-07 3.0495394941246324e-07 5.6058426523009078e-08 -6.7331315112336858e-07 -4.3289251998792432e-07 1.5473078052252731e-06 -6.1096580805105833e-09 7.1435404696747664e-07 -1.9667542095665645e-07 9.8933482852523658e-08 -1.2032725225078886e-08 2.2726137314878415e-08 -9.5915947300992163e-07 1.3572504485637184e-06 -4.1087217604959169e-07 -3.5075397357380622e-07 -5.7586920874541649e-07 1.0886557275805823e-06 1.6730771315032201e-07 1.5822146491300925e-08 -4.4663205904899294e-07
leaf_weight=196 35 38 20 34 23 35 21 22 24 27 23 64 35 22 20 179 21 24 22 1924 35 22 23 26 28 20 24 80 33 21
leaf_count=196 35 38 20 34 23 35 21 22 24 27 23 64 35 22 20 179 21 24 22 1924 35 22 23 26 28 20 24 80 33 21
internal_value=0 5.54227e-09 -7.44433e-08 -1.60421e-10 -2.07539e-07 4.04618e-09 1.90969e-07 2.45277e-10 3.38746e-09 1.00923e-09 -1.28007e-09 2.34925e-09 -7.49704e-09 8.3918e-08 4.11118e-07 -5.28222e-08 2.52169e-09 1.85937e-07 3.99488e-07 -2.91825e-09 -6.08509e-09 -1.64175e-08 -6.01612e-09 4.19063e-07 8.85973e-08 1.52669e-07 4.56325e-07 1.79651e-08 -2.07458e-07 -1.67251e-08
internal_weight=0 2905 216 2867 57 2810 56 2754 2719 2697 2673 2646 2361 285 84 201 2326 67 43 2259 2236 2016 1994 49 220 192 59 133 53 1945
internal_count=3121 2905 216 2867 57 2810 56 2754 2719 2697 2673 2646 2361 285 84 201 2326 67 43 2259 2236 2016 1994 49 220 192 59 133 53 1945
is_linear=0
shrinkage=0.1


Tree=9115
num_leaves=31
num_cat=0
split_feature=160 483 479 1446 1348 150 43 147 448 447 447 147 1455 133 43 159 15 131 15 0 15 160 159 1212 1455 2 2 2 1212 13
split_gain=1.21461e-10 2.3794e-10 2.97089e-10 1.70054e-10 1.33058e-10 1.48476e-10 7.4454e-10 4.22784e-10 6.42216e-10 1.86293e-10 2.61593e-10 2.66525e-10 1.55266e-10 9.06926e-10 1.25047e-09 4.92686e-10 2.77083e-10 3.27691e-09 2.80461e-09 5.78975e-10 4.03005e-10 1.32687e-09 2.90733e-10 2.64664e-10 2.36027e-10 2.41674e-10 7.13475e-10 2.00396e-09 1.59305e-09 1.70534e-09
threshold=0.62940000000000007 -0.47181499999999993 0.11469500000000001 -0.073109999999999994 0.095915000000000014 0.12558000000000002 -0.073404999999999984 0.093875000000000014 -0.050549999999999991 0.089885000000000007 0.086195000000000008 0.08598500000000002 0.098910000000000012 0.089405000000000012 -0.077824999999999991 -0.46048499999999998 0.11728000000000001 0.090495000000000006 0.12044500000000001 -0.082084999999999977 0.11171000000000002 -1.0000000180025095e-35 0.14029500000000003 0.13713500000000003 0.091225000000000014 0.087625000000000022 0.093680000000000013 0.093175000000000022 -0.089544999999999986 -0.085154999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 9 -9 10 11 12 16 14 -14 -16 20 18 -18 -20 22 -22 23 24 25 -5 27 28 -27 -30
right_child=-2 2 -4 4 -6 6 -8 8 -10 -11 -12 -13 13 -15 15 -17 17 -19 19 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=3.4543134489695151e-07 -2.3968403057427256e-07 2.7285450019205559e-07 -3.754493572758054e-07 3.2235409647837888e-08 -2.5092968986059751e-07 -1.1518572383954201e-07 6.1942617664618125e-07 4.7734144787297671e-08 -6.7768358808675466e-07 2.5562275572281514e-07 -3.2117405385179157e-07 2.8626062989663602e-07 7.0383419432056893e-07 -5.5970702952379268e-07 1.2336096943954544e-07 -5.5380975306268903e-07 1.3269382923416138e-06 -1.0182804541614132e-06 -2.3589918123345656e-07 3.179903301834795e-07 2.2372102228018777e-07 -8.1724665008664492e-07 -3.2930264064991489e-07 2.798855073089206e-07 3.3680816486702543e-07 7.6293165884337778e-07 2.4009960820648799e-08 -1.0869946062744671e-06 -5.1057894486698046e-07 -1.693769228429476e-08
leaf_weight=20 21 23 21 1203 21 37 22 26 23 29 25 33 22 32 21 22 24 20 32 46 25 24 26 35 21 21 831 21 91 303
leaf_count=20 21 23 21 1203 21 37 22 26 23 29 25 33 22 32 21 22 24 20 32 46 25 24 26 35 21 21 831 21 91 303
internal_value=0 1.62524e-09 -6.07271e-10 1.96602e-09 -8.61694e-11 1.661e-09 1.58737e-07 -1.47415e-09 -2.92768e-07 3.43586e-09 8.94713e-10 3.71691e-09 4.10544e-10 -1.23912e-07 9.06326e-08 -2.23098e-07 4.83924e-09 1.52129e-07 3.81621e-07 9.07536e-08 -2.06938e-09 -2.86141e-07 3.38497e-09 6.80931e-09 2.97243e-09 1.34149e-10 -3.03456e-08 -1.33945e-07 -8.57187e-08 -1.30951e-07
internal_weight=0 3100 3080 3059 3036 3015 59 2956 49 2907 2878 2853 2820 97 65 43 2723 122 102 78 2601 49 2552 2526 2491 2470 1267 436 415 394
internal_count=3121 3100 3080 3059 3036 3015 59 2956 49 2907 2878 2853 2820 97 65 43 2723 122 102 78 2601 49 2552 2526 2491 2470 1267 436 415 394
is_linear=0
shrinkage=0.1


Tree=9116
num_leaves=31
num_cat=0
split_feature=12 130 2 11 33 47 10 47 1366 131 49 49 475 15 3 43 1452 151 12 148 49 50 15 47 151 2 49 2 0 1452
split_gain=1.17438e-10 1.75173e-10 1.29627e-10 1.79787e-10 2.86083e-10 1.64435e-10 1.39416e-09 1.29091e-09 3.42663e-10 2.2571e-10 2.33809e-10 8.04525e-10 7.40583e-10 1.03928e-09 4.99187e-10 1.24117e-09 3.22794e-10 3.31078e-10 7.05014e-10 5.27089e-10 2.87048e-10 3.76685e-10 2.8071e-10 2.71096e-10 2.70146e-10 2.68387e-10 6.1448e-10 7.90295e-10 6.0159e-10 2.30166e-10
threshold=0.23631000000000002 -0.22461999999999996 0.25063000000000007 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 -0.014199999999999999 0.096475000000000019 -0.082814999999999986 0.13857500000000003 0.10440000000000001 0.10247500000000002 -0.085774999999999976 -0.026084999999999994 -0.094874999999999987 -0.084569999999999992 -0.073879999999999987 -0.10737499999999998 0.084405000000000022 -0.088884999999999978 0.097360000000000016 -0.22852999999999998 -0.099734999999999976 0.09055500000000001 -0.089594999999999994 0.11389000000000002 0.12899500000000003 0.094215000000000007 -0.069824999999999984 0.11396500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -7 -8 10 11 16 -12 14 -14 -16 -10 18 -18 -19 21 -21 -22 24 -23 26 27 -17 -27 -26
right_child=-2 2 -4 4 5 7 8 -9 9 -11 12 -13 13 -15 15 25 17 19 -20 20 22 23 -24 -25 29 28 -28 -29 -30 -31
leaf_value=2.5526935592813098e-07 -2.2513331170715821e-07 2.6365917689802771e-07 -1.7718050416322778e-07 -3.2448132940401222e-07 -5.9908139597370955e-07 8.2827602638991228e-07 3.6447106157748543e-07 1.6718738637804207e-08 3.8707890439582119e-07 -3.3501855483564219e-07 -6.6216765302686202e-07 6.427723083390902e-07 2.7946688059789548e-07 5.938493979615685e-07 -9.2716239294077244e-07 6.3862530907954359e-08 5.7274159560212941e-07 -5.0237595484672745e-07 -1.3871050938973894e-07 3.638535752049299e-07 -5.2934042685137691e-07 3.4628624312269742e-07 -5.8652203517253629e-09 3.6752969123199364e-07 -9.3602273289152965e-09 4.4645800164744291e-07 2.4419928065940029e-07 -7.3095839758938674e-07 -2.6220060906622246e-07 3.0869927602749239e-07
leaf_weight=27 23 26 41 27 39 21 26 294 22 20 21 20 26 23 20 22 30 21 26 29 20 22 21 20 2112 25 22 29 23 23
leaf_count=27 23 26 41 27 39 21 26 294 22 20 21 20 26 23 20 22 30 21 26 29 20 22 21 20 2112 25 22 29 23 23
internal_value=0 1.66822e-09 -5.61423e-10 1.82847e-09 -4.37706e-10 2.50122e-09 -5.58339e-09 7.08226e-08 3.24102e-09 -3.75453e-10 2.2217e-09 1.12168e-08 -9.86431e-08 -3.63588e-08 -1.23154e-07 -1.97396e-07 5.83272e-09 2.22368e-09 2.42425e-07 -3.70721e-09 9.53249e-10 5.8259e-09 -2.61219e-07 1.05658e-09 -2.34141e-09 -7.67735e-08 -1.9754e-07 -3.88094e-07 1.06892e-07 -5.93383e-09
internal_weight=0 3098 3071 3030 3004 2977 2662 315 2623 2597 2577 2366 211 190 167 141 2346 2324 56 2268 2247 2206 41 2177 2157 121 73 51 48 2135
internal_count=3121 3098 3071 3030 3004 2977 2662 315 2623 2597 2577 2366 211 190 167 141 2346 2324 56 2268 2247 2206 41 2177 2157 121 73 51 48 2135
is_linear=0
shrinkage=0.1


Tree=9117
num_leaves=31
num_cat=0
split_feature=130 12 1213 1211 1211 1200 128 128 132 1211 1 394 394 401 133 133 0 1209 394 390 130 130 12 133 132 15 43 12 4 133
split_gain=1.27967e-10 2.69935e-10 1.23822e-10 1.40017e-10 2.05805e-10 1.9659e-10 2.81836e-10 4.63656e-10 1.83722e-10 4.95336e-09 4.72827e-09 8.16578e-10 5.0633e-10 2.37568e-10 4.50648e-10 3.76737e-10 1.30984e-09 4.97328e-10 1.88274e-10 3.21833e-10 1.81294e-10 5.51244e-10 4.34818e-10 2.49588e-10 5.92968e-10 3.78848e-10 5.79254e-10 4.50261e-10 4.24016e-10 3.31809e-10
threshold=-0.23647499999999996 0.23631000000000002 0.51370000000000016 0.12248500000000002 0.11301500000000002 0.090100000000000013 0.11170500000000001 0.11876500000000001 -0.083284999999999984 0.10406000000000001 0.089475000000000013 0.0057250000000000009 0.090335000000000013 -0.13200999999999999 0.51114000000000004 0.40431 -0.068944999999999992 -0.097919999999999993 -0.12099999999999998 0.090205000000000007 0.10034000000000003 0.097445000000000018 0.09474500000000001 -0.14757499999999998 0.082230000000000011 0.084840000000000013 0.0051600000000000005 0.087075000000000014 0.0049200000000000008 -0.10066499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 10 12 11 -2 13 -10 15 17 -17 -15 -19 20 21 23 -22 24 25 26 -20 -27 -28 -25
right_child=1 -3 -4 -5 -6 -7 7 -9 9 -11 -12 -13 -14 14 -16 16 -18 18 19 -21 22 -23 -24 29 -26 27 28 -29 -30 -31
leaf_value=-2.5213569102788826e-07 -2.2346535564151695e-08 3.5066602027778903e-07 2.4714393731528617e-07 -2.1746327507325229e-07 2.9763731353558915e-07 2.6598249639341197e-07 -5.9855594069328326e-07 -1.3061912870613782e-08 2.6681057819945585e-07 -1.5373490590098712e-06 1.3221045017425478e-06 -7.0232239707479499e-07 4.4359609502245913e-07 -4.8891249337300133e-07 -3.4971136728558664e-07 6.5317291789110001e-07 -2.5562325653293652e-07 2.7850337739702508e-07 7.6553764483833221e-07 -3.9275127208037747e-07 -7.2598711015486447e-08 -5.1346687974901648e-07 5.476001145865439e-07 -2.3346214498411024e-07 -2.7163121899320688e-07 -3.1926047276571851e-07 4.8434340818914742e-07 2.6842228377788048e-07 -1.5902336372164428e-07 -6.9662568043113511e-10
leaf_weight=20 151 22 20 30 23 27 21 38 33 21 27 20 26 21 37 35 29 24 25 21 26 21 20 63 30 22 20 32 21 2195
leaf_count=20 151 22 20 30 23 27 21 38 33 21 27 20 26 21 37 35 29 24 25 21 26 21 20 63 30 22 20 32 21 2195
internal_value=0 1.62839e-09 -8.65544e-10 -2.48705e-09 -3.57871e-10 -2.63794e-09 -5.07257e-09 -2.21458e-07 -7.00394e-10 -7.46554e-09 9.23033e-08 -1.01876e-07 4.42915e-09 1.60611e-10 -3.16999e-09 1.75209e-09 2.41375e-07 -4.28326e-09 -2.44686e-10 -2.92496e-09 3.82662e-10 -3.34185e-09 1.97053e-07 1.10692e-09 1.26018e-07 2.2543e-07 3.86149e-07 2.8996e-08 1.54814e-07 -7.19097e-09
internal_weight=0 3101 3079 3059 3029 3006 2979 59 2920 2722 198 171 2701 2675 2642 2605 64 2541 2520 2496 2475 2429 46 2408 150 120 66 54 41 2258
internal_count=3121 3101 3079 3059 3029 3006 2979 59 2920 2722 198 171 2701 2675 2642 2605 64 2541 2520 2496 2475 2429 46 2408 150 120 66 54 41 2258
is_linear=0
shrinkage=0.1


Tree=9118
num_leaves=31
num_cat=0
split_feature=1209 1211 1213 402 1210 2 2 2 43 1212 15 1213 52 1447 1446 42 1447 0 403 51 1204 1209 133 0 43 133 50 16 4 0
split_gain=1.44052e-10 1.28971e-10 1.34536e-10 1.8495e-09 1.50318e-09 5.2085e-10 1.98276e-09 1.07335e-09 6.09701e-10 9.32609e-10 3.04239e-10 3.27022e-10 2.91232e-10 1.64224e-10 5.94175e-10 1.07555e-09 3.3426e-10 3.24483e-10 1.83101e-10 7.19394e-10 6.1977e-10 5.49401e-10 5.35869e-10 9.89243e-10 1.36129e-09 1.03065e-09 5.91606e-10 9.44288e-10 1.37426e-09 5.70422e-10
threshold=-0.14444499999999996 -0.44057499999999994 -0.084954999999999989 0.13775000000000001 -0.094799999999999982 0.084715000000000013 0.083715000000000026 0.085155000000000022 -0.0098449999999999979 -0.040879999999999993 0.088495000000000018 -0.41627499999999995 0.081010000000000013 -0.086359999999999978 0.085345000000000018 0.084635000000000016 -0.084894999999999984 -0.086074999999999985 -0.090774999999999981 0.090050000000000005 -0.085719999999999977 0.12417500000000002 0.26753000000000005 -0.084889999999999979 -0.072534999999999988 -0.0054649999999999985 0.090390000000000012 -0.080029999999999976 -0.072334999999999997 -0.082009999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 13 -3 6 8 -7 -6 -10 11 -9 -13 14 15 -4 -15 -16 19 21 -20 22 23 -18 -25 -26 27 29 -29 -24
right_child=1 2 3 -5 5 7 -8 10 9 -11 -12 12 -14 16 17 -17 18 -19 20 -21 -22 -23 26 24 25 -27 -28 28 -30 -31
leaf_value=2.6752160380283386e-07 -2.4298092207366363e-07 7.9010888083093274e-07 -9.7611476156266189e-08 -9.4123191851329978e-07 -3.1212963111080346e-07 7.7687927192268306e-07 -7.9049545271508185e-07 4.3915892459525906e-07 -6.4346720089011242e-08 8.3164191036779642e-07 -2.2771912725625625e-07 -3.139480290315078e-07 2.0781683030280793e-07 -2.9831489849123888e-07 -4.307738306254448e-07 7.9497062659828348e-07 -1.1705345548521881e-07 1.2513200025361065e-07 -4.0984859901683243e-07 -5.0917651492454754e-07 -2.6914280360042474e-09 6.0350341890452481e-07 -1.164551899357491e-08 -6.52185689009599e-08 2.2853144059808986e-07 1.1684326245082438e-06 -5.1346351218247337e-07 6.7647810061469294e-07 -2.3759526607920699e-07 -6.7311306627909124e-07
leaf_weight=20 22 26 27 21 21 21 35 22 26 21 39 20 23 38 21 27 53 21 38 20 2313 21 32 32 20 28 24 38 29 22
leaf_count=20 22 26 27 21 21 21 35 22 26 21 39 20 23 38 21 27 53 21 38 20 2313 21 32 32 20 28 24 38 29 22
internal_value=0 -1.71917e-09 4.68671e-12 -6.2632e-09 6.97164e-08 -1.24336e-08 -1.78938e-07 1.24766e-07 1.35834e-07 3.35989e-07 -6.9108e-09 1.25574e-07 -3.48645e-08 7.39061e-10 1.29273e-07 3.4868e-07 -3.81754e-09 -1.52821e-07 3.7381e-10 7.14658e-08 -9.27245e-09 1.10305e-07 7.30487e-08 2.18014e-07 4.39997e-07 7.76807e-07 -5.99197e-08 3.00393e-08 2.80834e-07 -2.81132e-07
internal_weight=0 3101 3079 2825 254 228 103 125 68 47 104 65 43 2804 96 54 2708 42 2670 319 2351 299 278 133 80 48 145 121 67 54
internal_count=3121 3101 3079 2825 254 228 103 125 68 47 104 65 43 2804 96 54 2708 42 2670 319 2351 299 278 133 80 48 145 121 67 54
is_linear=0
shrinkage=0.1


Tree=9119
num_leaves=31
num_cat=0
split_feature=12 130 402 1212 401 401 1213 402 16 402 403 402 402 1177 130 1212 52 1212 401 16 12 402 4 132 15 399 394 42 399 133
split_gain=1.27749e-10 1.5882e-10 1.20317e-10 2.02651e-10 2.67473e-10 2.24839e-10 2.21296e-09 2.64958e-10 2.96273e-10 2.66328e-10 3.60198e-10 1.97012e-10 2.6504e-10 2.36027e-10 2.26491e-10 2.03861e-10 1.01896e-09 7.08433e-10 3.35469e-10 6.21636e-10 9.6491e-10 4.50019e-10 4.10831e-10 3.19419e-10 3.65061e-09 1.89251e-09 2.28838e-10 2.09221e-10 3.58187e-10 2.24704e-10
threshold=0.23631000000000002 -0.22461999999999996 0.31278000000000006 0.15049500000000002 0.13571500000000003 0.11602000000000001 -0.084954999999999989 0.11522000000000002 -0.078844999999999985 0.11174500000000002 -0.55683499999999986 0.10607000000000001 0.10306000000000001 -0.079504999999999978 0.12884500000000002 -0.092474999999999988 0.086275000000000004 -0.087764999999999996 0.081905000000000019 -0.0083599999999999976 0.085250000000000006 0.089785000000000018 -0.079164999999999985 -0.083284999999999984 0.090455000000000021 0.091580000000000009 0.0041850000000000004 -0.074124999999999983 0.089300000000000004 -0.37971999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 9 -9 10 -3 12 13 -12 15 16 -15 -17 21 20 -20 23 -22 24 27 26 -25 -19 29 -29
right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 11 -13 -14 14 -16 17 -18 18 19 -21 22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=2.4322639683726231e-07 -2.3479653572908519e-07 4.2287147049790975e-07 2.381711575643359e-07 -3.1158676685143812e-07 3.3264515118721269e-07 4.2048259404718164e-07 -1.0037894799097558e-06 5.1559490733173636e-07 -2.2195444842054713e-08 -3.4167604960212765e-07 3.3959860218146787e-07 -2.3878730084041829e-07 3.5386735316392116e-07 7.43518615706762e-07 -2.5093091482164241e-07 -5.4630062524078469e-07 -2.0589763092442147e-07 1.592721677535668e-07 7.0487572933026457e-07 -2.4195350028272902e-07 -3.3030609174033999e-07 -3.6413410358347523e-07 2.5102145204322542e-07 -6.1603706663578458e-09 1.3295726007682293e-06 -8.9571103600860624e-07 3.2542260746432868e-07 -2.9166940412513522e-07 -4.9843772125140753e-07 7.3088783237726051e-08
leaf_weight=27 23 20 21 21 24 24 20 21 20 23 20 35 21 20 37 24 26 33 35 28 20 35 31 2343 22 24 21 24 21 57
leaf_count=27 23 20 21 21 24 24 20 21 20 23 20 35 21 20 37 24 26 33 35 28 20 35 31 2343 22 24 21 24 21 57
internal_value=0 1.75254e-09 -3.70477e-10 -2.0129e-09 1.33375e-10 -2.52229e-09 -2.26914e-07 8.1213e-10 2.53258e-07 -2.73249e-09 -4.15325e-11 -2.98149e-09 -7.74783e-11 -2.7123e-09 -5.15651e-09 -1.86647e-09 2.06892e-07 -5.39955e-09 -5.8083e-10 1.67294e-07 3.00537e-07 -7.99855e-09 2.30499e-08 -3.10081e-09 1.35066e-07 -1.21846e-08 -3.21484e-09 -5.95942e-08 -1.30404e-07 -3.49877e-08
internal_weight=0 3098 3071 3050 3029 3005 44 2961 41 2920 2897 2877 2842 2821 2801 2764 46 2718 2694 114 86 2580 51 2545 157 2388 2364 135 102 81
internal_count=3121 3098 3071 3050 3029 3005 44 2961 41 2920 2897 2877 2842 2821 2801 2764 46 2718 2694 114 86 2580 51 2545 157 2388 2364 135 102 81
is_linear=0
shrinkage=0.1


Tree=9120
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 12 1373 457 49 448 1348 457 151 52 150 4 1 1 43 43 43 51 0 1374 457 4 13 484 160 157 3
split_gain=1.27977e-10 7.67416e-10 3.84934e-10 1.25627e-10 2.50875e-10 1.17333e-10 3.18147e-10 1.07198e-09 5.03253e-10 2.67851e-10 1.93049e-10 1.43978e-10 5.92986e-10 3.76334e-10 3.42146e-10 5.18029e-10 3.67048e-10 1.69444e-10 1.38581e-09 8.19412e-10 1.47586e-09 2.12793e-09 6.97625e-10 4.01797e-10 3.73815e-10 3.66117e-10 1.52911e-09 6.6296e-10 1.17279e-09 1.39933e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23647499999999996 0.23631000000000002 -1.0000000180025095e-35 0.11612500000000002 -0.049784999999999989 0.030280000000000001 0.089175000000000018 0.097000000000000017 0.015440000000000001 0.0031350000000000002 0.11989500000000002 -0.013125 0.091450000000000017 0.11453000000000001 -0.082389999999999977 -0.08287499999999999 -0.081374999999999989 -0.085734999999999992 -0.082844999999999988 0.086765000000000023 0.084650000000000017 -0.51843499999999987 -0.082574999999999982 0.086135000000000017 -0.089974999999999986 -0.081579999999999986 -0.090569999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 8 -8 9 10 11 13 14 17 -13 -16 -17 18 22 20 -19 -22 23 25 -21 26 27 -7 -29 -30
right_child=1 3 -4 4 -6 6 7 -9 -10 -11 -12 12 -14 -15 15 16 -18 19 -20 24 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-2.3145019767412124e-08 6.0792801291210626e-07 -2.4854069934576729e-07 -4.1977899170676991e-07 -2.1110551878896681e-07 3.3934822092553742e-07 4.0465594689667997e-07 -2.6357856876573009e-07 7.0557342934307601e-07 -4.3991174677033163e-07 3.0983130138955471e-07 -2.9607444660810376e-07 2.6395441755274386e-07 6.0502882412549755e-07 -3.8232924387452495e-07 -4.7040014342550988e-07 3.3578978413555225e-07 -2.3403153704748546e-07 3.7589540890318556e-07 8.4223422618379124e-07 -3.8586952928199028e-07 -1.1174332521270778e-06 1.5223933024928598e-07 5.2506240509641295e-07 3.9815548606251627e-07 3.5793918879801221e-09 2.4819305444653665e-08 -9.4601886698477582e-07 3.2447433363407594e-07 1.8413245328474659e-07 -7.5368692173137014e-07
leaf_weight=194 21 20 28 26 22 28 21 25 26 28 22 36 20 26 26 26 20 21 21 25 33 22 26 24 1743 468 21 35 26 41
leaf_count=194 21 20 28 26 22 28 21 25 26 28 22 36 20 26 26 26 20 21 21 25 33 22 26 24 1743 468 21 35 26 41
internal_value=0 5.60851e-09 -7.31709e-08 1.21354e-09 2.9613e-09 3.51807e-10 2.30835e-09 2.63134e-07 -2.03246e-09 2.12563e-09 -1.05361e-09 1.36099e-09 1.04863e-07 -3.8141e-09 1.22394e-08 -1.13618e-07 8.80414e-08 6.96422e-11 4.23428e-08 -1.57484e-08 -3.37266e-07 -6.09564e-07 1.72341e-08 -3.30013e-09 -1.92752e-09 -1.88654e-08 -1.54259e-07 -2.63596e-08 -1.44678e-07 -3.89757e-07
internal_weight=0 2899 222 2878 2858 2836 2810 46 2764 2738 2710 2688 128 2560 108 72 46 2534 690 1844 76 55 669 643 1768 619 151 130 102 67
internal_count=3121 2899 222 2878 2858 2836 2810 46 2764 2738 2710 2688 128 2560 108 72 46 2534 690 1844 76 55 669 643 1768 619 151 130 102 67
is_linear=0
shrinkage=0.1


Tree=9121
num_leaves=31
num_cat=0
split_feature=12 130 1204 1185 393 130 130 1185 3 0 394 394 42 12 39 33 9 16 0 1429 156 12 0 1429 401 4 0 4 49 13
split_gain=1.36488e-10 1.55923e-10 1.2146e-10 1.88399e-10 1.90696e-10 1.26621e-10 5.29821e-10 4.2338e-10 4.48782e-10 3.90684e-10 3.11247e-10 8.4188e-10 2.71539e-10 3.9786e-10 1.86125e-10 5.59092e-10 1.90831e-10 4.55031e-09 2.05724e-09 1.72703e-10 3.84339e-10 1.78603e-10 1.90407e-09 3.72102e-10 3.5551e-10 7.82111e-10 1.36354e-09 2.92719e-10 3.01404e-10 3.8044e-10
threshold=0.23631000000000002 -0.23123999999999997 0.053645000000000005 -0.10973499999999999 0.10856500000000001 -0.0048749999999999991 -0.0084099999999999991 0.08790000000000002 -0.11255999999999998 -0.083674999999999986 -0.0065099999999999993 -0.14580499999999996 -0.012324999999999997 0.085700000000000012 -1.0000000180025095e-35 -0.009184999999999997 0.084755000000000011 -0.056919999999999991 -0.063634999999999983 -0.23752499999999996 0.32523500000000005 0.099815000000000015 0.10455500000000001 -0.10379499999999998 -0.099524999999999988 -0.064054999999999987 -0.075934999999999989 -0.053309999999999989 0.11428500000000001 0.10935500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 -5 12 11 -7 13 -10 -12 -16 19 18 -18 -17 21 23 24 -21 -23 26 -26 -27 29 -29
right_child=-2 2 -4 4 -6 10 -8 -9 9 -11 14 -13 -14 -15 15 16 17 -19 -20 20 -22 22 -24 -25 25 27 -28 28 -30 -31
leaf_value=2.7337159830646366e-07 -2.4269569937883796e-07 -3.0792510870014671e-07 2.001864350139234e-07 4.8080520226534412e-07 2.2878792036193673e-07 -1.1305879240318253e-07 -5.5407136233584645e-07 -3.838096658016964e-07 -5.8786615902077286e-08 -3.2661095639758229e-07 2.3435089117769664e-07 6.9708802925561035e-07 -1.2211678657712987e-07 4.4011758157666645e-07 -4.5735429302516827e-07 -2.8988155046742275e-07 -1.2063055451960736e-06 1.2312532480791563e-06 2.1082500113932058e-07 4.0506506815804837e-07 4.3472697257129768e-07 -3.6777645506119303e-07 -1.0195198035489738e-06 7.4578307380443371e-10 -1.9237923897140843e-07 -4.2118448440930938e-07 8.7730580450904842e-07 -2.5549241978231217e-08 -2.8679475197653424e-07 4.0089720201308413e-07
leaf_weight=21 23 20 30 20 36 29 21 28 31 33 33 23 45 33 27 21 20 25 21 23 20 26 20 2201 22 20 26 163 36 24
leaf_count=21 23 20 30 20 36 29 21 28 31 33 33 23 45 33 27 21 20 25 21 23 20 26 20 2201 22 20 26 163 36 24
internal_value=0 1.80984e-09 -4.35265e-11 -2.01494e-09 6.26957e-12 -2.74737e-09 -7.74312e-08 -2.47499e-08 3.73098e-08 -2.51544e-08 2.92108e-09 2.45275e-07 6.61123e-08 1.98461e-07 -1.69858e-09 -4.58898e-09 -7.02147e-12 1.67917e-07 -4.80458e-07 -4.26644e-09 -1.94257e-09 -5.35272e-09 -7.31937e-08 4.92714e-09 -1.34886e-08 1.8166e-08 3.87033e-07 -5.46967e-08 -2.18278e-08 2.91819e-08
internal_weight=0 3098 3077 3047 3027 2991 211 190 162 142 2780 52 109 64 2728 2695 2668 66 41 2602 2581 2561 337 2224 317 291 48 243 223 187
internal_count=3121 3098 3077 3047 3027 2991 211 190 162 142 2780 52 109 64 2728 2695 2668 66 41 2602 2581 2561 337 2224 317 291 48 243 223 187
is_linear=0
shrinkage=0.1


Tree=9122
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 1209 1212 1212 16 401 1212 1209 1209 1212 403 1213 1210 402 402 391 129 1182 1211 50 2 1186 401 133 15 402 12 1200
split_gain=1.30122e-10 2.44088e-10 2.1904e-10 2.71336e-10 3.0673e-10 2.87041e-10 2.0168e-09 3.3659e-09 1.39422e-09 2.6555e-10 1.87341e-10 3.16623e-10 8.39006e-10 1.63096e-10 4.78473e-10 2.20881e-10 4.45418e-10 6.28741e-10 3.21063e-10 2.57909e-10 2.52665e-10 1.20786e-09 1.03699e-09 2.50181e-10 1.80235e-10 2.84082e-10 5.54824e-10 4.10422e-10 5.89284e-10 4.86792e-10
threshold=0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.094304999999999986 -0.44605499999999992 -0.089544999999999986 -0.092484999999999984 0.097145000000000023 -0.087464999999999987 -0.084629999999999997 -0.065739999999999979 -0.009474999999999999 0.05728500000000001 -0.24064499999999997 -0.095909999999999981 0.11174500000000002 0.10708500000000001 -0.088134999999999977 -0.075474999999999987 0.084455000000000016 0.09030500000000001 0.096900000000000014 0.087815000000000018 -0.095479999999999982 -1.0000000180025095e-35 0.50628500000000021 -0.049819999999999996 -0.092414999999999983 0.089085000000000011 0.086110000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8 -7 -10 -11 12 -12 -13 -15 16 17 -16 -19 20 23 22 -22 -20 -25 27 -27 28 -26 -29
right_child=-2 -3 -4 4 5 8 7 -9 9 10 11 13 -14 14 15 -17 -18 18 19 -21 21 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=3.6896109008921488e-07 -2.5424978275623286e-07 3.0675360256701916e-07 -2.5718624273753394e-07 -2.8290531771727061e-07 -5.8950663219074319e-07 -8.3431898985963929e-07 -1.1640315368389844e-07 1.4124617496946713e-06 3.4960369648925652e-07 -2.4365055714090361e-07 7.2086084514921831e-07 -2.2862843762126314e-07 -1.8414198450500409e-07 4.2898698416466304e-07 -5.6125957542008115e-07 -2.6744671211714933e-07 4.491330034025768e-07 3.7353436897794147e-07 -3.2617575413951276e-07 -3.5945071772403028e-07 -4.1404854355972831e-07 7.9092513621380132e-07 3.7497879453263936e-07 -2.9349146865613533e-07 -6.7404560943693727e-07 -1.3202927283102673e-07 5.6520198847920255e-07 -2.9239994197183331e-09 3.5580936810220008e-08 4.3215199372508116e-07
leaf_weight=20 20 26 33 38 24 20 36 24 22 31 21 31 20 26 20 31 22 23 24 20 36 23 31 21 22 21 25 2359 25 26
leaf_count=20 20 26 33 38 24 20 36 24 22 31 21 31 20 26 20 31 22 23 24 20 36 23 31 21 22 21 25 2359 25 26
internal_value=0 1.64222e-09 -9.37586e-10 1.84223e-09 -5.87409e-10 3.00779e-09 1.85243e-07 4.95143e-07 -2.27074e-09 3.50737e-09 8.43226e-10 3.52427e-09 2.79396e-07 -5.35582e-10 2.03098e-09 -2.03676e-09 1.0128e-09 -2.6713e-09 1.53494e-09 -1.71458e-09 1.02355e-09 1.65665e-07 -4.89762e-08 -4.84952e-09 -1.76356e-09 7.08714e-10 2.46901e-07 -3.94788e-09 -2.96585e-07 1.81897e-09
internal_weight=0 3101 3075 3042 3022 2984 84 60 2900 2880 2858 2827 41 2786 2755 2729 2698 2676 2656 2633 2613 90 67 2523 2499 2478 46 2432 47 2385
internal_count=3121 3101 3075 3042 3022 2984 84 60 2900 2880 2858 2827 41 2786 2755 2729 2698 2676 2656 2633 2613 90 67 2523 2499 2478 46 2432 47 2385
is_linear=0
shrinkage=0.1


Tree=9123
num_leaves=31
num_cat=0
split_feature=130 12 132 50 1185 1203 132 12 13 52 130 129 4 2 481 480 160 159 160 1 401 2 16 16 2 2 52 4 12 12
split_gain=1.22753e-10 2.38932e-10 1.22998e-10 3.58026e-09 2.02046e-09 4.59361e-10 1.52651e-10 1.48096e-10 1.87722e-10 1.81487e-10 1.29882e-10 2.01531e-10 1.36143e-10 4.45485e-10 2.36936e-09 1.13805e-09 7.51419e-10 7.43252e-10 1.26279e-09 1.20717e-09 7.72488e-10 1.06014e-09 1.93266e-09 7.71422e-10 1.77284e-09 1.20614e-09 7.12649e-10 4.69817e-10 4.64693e-10 1.3085e-09
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.037359999999999997 0.11527000000000001 0.054800000000000008 0.092320000000000013 -0.089704999999999993 -0.082304999999999975 -0.012164999999999999 0.092635000000000009 -0.00058999999999999992 0.106725 -0.43215499999999996 0.10545500000000001 -0.080719999999999986 0.086255000000000012 1.0000000180025095e-35 0.093680000000000013 -0.07550999999999998 0.22339500000000004 0.097845000000000015 0.10559 0.10263500000000002 -0.013125 0.083715000000000026 0.082480000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 7 -6 8 9 -2 -8 -12 13 15 -15 27 -16 18 19 -18 21 -20 -23 24 -24 -26 -27 28 29 -13
right_child=1 -3 4 -5 6 -7 10 -9 -10 -11 11 12 -14 14 16 -17 17 -19 20 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-2.4694746443287839e-07 -4.6638494716993209e-08 3.2997536591623926e-07 -9.6091741025619828e-07 1.31300768251614e-06 2.0866569863236302e-07 -5.1460426476523945e-07 -1.9290640750568856e-07 2.4025572104489714e-07 -2.9991835030311148e-07 2.7371537901406859e-07 2.8358368348335715e-07 -3.144658312322266e-08 2.260995692228456e-08 9.857090031044454e-07 -5.1788351855136104e-07 -8.0660152093514623e-07 9.9327218326497698e-07 -4.7189790385110188e-07 -7.1077778720507476e-07 -3.1756514502490062e-08 4.819282618622046e-07 7.8424072552154261e-07 -8.5131131386775568e-07 7.5218658611201409e-08 6.6553080756648343e-07 9.4852065994170212e-08 -5.785747775159204e-07 -4.6413843757766071e-07 -7.2947258846024271e-10 -6.8319369269431721e-07
leaf_weight=20 112 22 22 21 35 20 35 21 24 21 25 134 1256 26 26 20 27 27 22 20 31 29 36 151 20 33 30 26 789 40
leaf_count=20 112 22 22 21 35 20 35 21 24 21 25 134 1256 26 26 20 27 27 22 20 31 29 36 151 20 33 30 26 789 40
internal_value=0 1.59306e-09 -7.5329e-10 7.14745e-08 -6.28402e-09 -6.02033e-08 1.11624e-09 -9.14696e-09 -4.25066e-08 3.9437e-09 -1.47535e-09 9.45198e-10 -1.6308e-09 -2.21058e-08 5.74171e-08 -5.97788e-08 4.0198e-09 3.58731e-08 7.02335e-08 5.5709e-07 5.22712e-09 -4.08094e-08 8.48589e-09 -7.48359e-08 -2.65241e-07 -1.10423e-08 -2.25827e-07 -4.46762e-08 -3.33511e-08 -1.81274e-07
internal_weight=0 3101 3079 219 2860 198 2838 178 157 133 2803 2768 2743 1487 478 1009 452 426 399 47 352 321 299 270 119 83 63 989 963 174
internal_count=3121 3101 3079 219 2860 198 2838 178 157 133 2803 2768 2743 1487 478 1009 452 426 399 47 352 321 299 270 119 83 63 989 963 174
is_linear=0
shrinkage=0.1


Tree=9124
num_leaves=31
num_cat=0
split_feature=12 42 1 1 1 1 1 1 2 1446 480 480 42 42 402 42 133 2 4 1209 42 4 151 3 16 1213 42 401 1429 159
split_gain=1.43224e-10 1.63573e-10 1.29395e-10 2.95196e-09 2.75753e-09 2.45966e-09 1.11259e-09 8.18207e-10 7.04754e-10 6.05923e-10 9.45422e-10 3.79298e-10 3.63794e-10 7.30677e-10 7.60459e-10 6.9744e-10 5.69414e-10 1.18189e-09 2.08037e-09 9.82666e-10 4.18393e-10 4.1511e-10 8.41227e-10 6.879e-10 1.46093e-09 8.38195e-10 3.05e-09 1.34461e-09 8.14395e-10 9.65428e-10
threshold=0.23631000000000002 0.18223500000000001 0.092845000000000025 0.09202500000000001 0.093400000000000025 0.091535000000000019 0.094090000000000021 0.094715000000000008 -0.0091949999999999983 -1.0000000180025095e-35 0.11240000000000001 0.099385000000000015 0.10024000000000001 0.095185000000000006 0.012085000000000002 0.093775000000000011 0.26753000000000005 0.09358000000000001 -0.072334999999999997 -1.0000000180025095e-35 0.097315000000000026 0.0049200000000000008 -0.0033899999999999994 -0.082234999999999989 -0.14035499999999998 -0.083944999999999978 0.087505000000000013 0.10493000000000001 -0.047929999999999993 0.10407500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 8 -6 -8 -1 -10 12 -9 13 15 20 21 19 -18 -19 -14 -15 23 -23 -11 -25 26 -26 28 -27 -30
right_child=-2 -3 4 -5 6 -7 7 11 9 10 -12 -13 16 14 -16 -17 17 18 -20 -21 -22 22 -24 24 25 27 -28 -29 29 -31
leaf_value=5.6163456055519818e-07 -2.4862292726222381e-07 2.7998730675313884e-07 -1.0887996950259549e-06 9.8251343696310584e-07 6.6876671560578422e-07 -1.0070640826143062e-06 -5.9713263900936415e-07 -1.6253755453779249e-08 -5.2940979295661764e-07 2.2469543492841305e-08 5.9829206396376252e-07 3.8668668847681902e-07 9.1059518510405717e-07 1.2826108119192024e-07 -8.4876621073703975e-07 5.1521310912614986e-07 -4.6995196425879649e-07 1.0361573549744208e-06 -3.5836566589207154e-07 1.407649014844392e-07 -4.5005692703108999e-07 5.1652946280812882e-07 3.1853620779565224e-08 -8.2599595511315519e-07 8.3136850173260481e-07 -6.1226710835273126e-07 -5.4410220623627282e-07 -9.1576420419279385e-07 -9.2871211945932921e-08 6.2283681899089062e-07
leaf_weight=23 23 21 24 31 24 24 24 878 21 906 27 24 20 29 20 26 39 20 23 97 22 42 243 28 38 28 28 21 327 20
leaf_count=23 23 21 24 31 24 24 24 878 21 906 27 24 20 29 20 26 39 20 23 97 22 42 243 28 38 28 28 21 327 20
internal_value=0 1.84364e-09 -5.46448e-11 1.39012e-08 -3.01872e-08 -5.90621e-10 -3.44326e-09 -2.08656e-08 1.1204e-08 4.95219e-09 1.05518e-08 -5.5325e-09 2.52499e-09 -1.18261e-08 -3.26155e-07 1.24792e-09 1.30747e-07 -7.13096e-08 2.9025e-07 2.7236e-07 -1.21209e-07 -6.70158e-09 1.0328e-07 -2.91547e-08 -1.24607e-07 -8.20986e-08 2.47835e-07 -1.37088e-07 -9.34817e-08 -5.162e-08
internal_weight=0 3098 3077 2103 974 2072 950 926 2048 2025 2004 902 1977 1778 71 1707 199 82 43 117 51 1681 285 1396 490 462 66 396 375 347
internal_count=3121 3098 3077 2103 974 2072 950 926 2048 2025 2004 902 1977 1778 71 1707 199 82 43 117 51 1681 285 1396 490 462 66 396 375 347
is_linear=0
shrinkage=0.1


Tree=9125
num_leaves=31
num_cat=0
split_feature=401 1210 2 1210 1212 1212 43 12 1213 1212 1213 1213 15 52 43 4 403 51 130 42 1203 1456 159 1209 402 43 15 3 3 42
split_gain=1.32148e-10 1.88163e-10 1.07126e-09 3.47026e-10 1.70395e-10 2.81298e-10 6.40786e-10 8.64991e-10 6.87361e-10 4.17576e-10 1.70724e-10 2.32748e-10 5.09999e-10 2.1811e-10 4.62683e-10 3.55779e-10 1.76575e-10 7.66804e-10 7.43523e-10 1.4172e-09 1.20248e-09 6.39627e-10 9.54948e-10 8.07079e-10 9.41323e-10 5.07185e-10 1.10536e-09 6.27051e-10 1.12558e-09 4.88565e-10
threshold=0.13837000000000002 -0.13847499999999999 0.084885000000000002 -0.090569999999999998 -0.50120999999999993 -0.089079999999999979 -0.0047449999999999992 0.091085000000000013 -0.091914999999999983 -0.083344999999999989 -0.087529999999999983 -0.084134999999999988 0.085730000000000015 0.085175000000000015 0.0010100000000000003 -0.082109999999999975 -0.082599999999999993 0.090560000000000015 0.08610000000000001 -0.090684999999999988 0.087520000000000014 0.085790000000000019 -0.021064999999999997 0.085415000000000005 -0.10145999999999998 0.055925000000000009 0.093115000000000017 -0.082039999999999988 -0.083489999999999995 -0.0093649999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 7 -6 -8 -7 13 12 -12 14 -11 -15 17 18 20 -20 21 22 -13 25 -25 26 27 28 29 -24
right_child=-2 3 -4 4 5 9 8 -9 -10 10 11 16 -14 15 -16 -17 -18 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=7.1026176220070551e-07 -2.5001906871174084e-07 -3.9744385792966403e-07 -1.6828116892091722e-07 2.7231095773656663e-07 -9.3955694190128736e-07 4.386109083043266e-07 -3.1670388748440161e-07 -9.5082853590611207e-09 3.9733793504938473e-07 -2.2884984971102208e-07 1.1430483539243142e-07 8.0841594144231984e-07 -5.9983716766964794e-07 5.679575120547784e-07 3.681497581791995e-07 -8.7363441991783484e-09 -1.0551826475786478e-08 -5.2885367024048589e-07 -9.14378490435297e-07 7.3547049420033907e-08 8.3727029576152745e-07 -4.1739114687350763e-07 -5.522917085353227e-08 9.0782005320496254e-09 8.8586032640591845e-07 4.4849775109226986e-07 -7.3260562704122315e-07 3.88086834263026e-07 -7.2061163662469463e-07 4.5198849531402635e-07
leaf_weight=23 21 22 35 23 20 22 26 20 28 34 20 20 20 23 21 20 2325 21 20 53 24 22 79 24 25 23 21 39 22 25
leaf_count=23 21 22 35 23 20 22 26 20 28 34 20 20 20 23 21 20 2325 21 20 53 24 22 79 24 25 23 21 39 22 25
internal_value=0 1.68326e-09 1.80107e-07 -1.71863e-09 1.16414e-09 -9.16733e-10 -1.71172e-07 -4.74533e-07 5.354e-08 4.59617e-09 1.28193e-09 -3.28613e-09 -2.42766e-07 1.31006e-07 -9.04545e-10 2.99728e-07 2.06108e-10 6.00439e-08 9.11947e-08 -1.97117e-07 1.56154e-07 1.01665e-07 1.42741e-07 9.11382e-08 4.56416e-07 5.49889e-09 -4.92805e-08 3.76881e-08 -7.07686e-08 6.66982e-08
internal_weight=0 3100 58 3042 3020 2997 94 40 54 2903 2881 2783 40 98 55 43 2743 418 397 73 324 300 278 258 49 209 186 165 126 104
internal_count=3121 3100 58 3042 3020 2997 94 40 54 2903 2881 2783 40 98 55 43 2743 418 397 73 324 300 278 258 49 209 186 165 126 104
is_linear=0
shrinkage=0.1


Tree=9126
num_leaves=31
num_cat=0
split_feature=156 156 3 2 2 471 12 0 3 482 159 158 4 13 13 16 402 402 4 2 49 15 12 3 3 43 42 12 401 12
split_gain=1.21719e-10 1.87931e-10 1.80769e-10 5.62658e-10 6.51994e-10 3.34694e-10 1.40747e-10 1.13348e-09 4.67875e-10 4.26914e-10 5.60685e-10 1.01003e-09 4.43857e-10 5.15039e-10 4.7524e-10 4.07034e-10 3.87845e-10 4.51263e-10 8.94203e-10 1.34135e-09 5.77869e-10 5.30877e-10 4.4559e-10 5.02264e-10 3.65843e-10 3.2206e-10 3.94736e-10 2.78213e-10 4.15189e-10 1.24276e-09
threshold=0.3248100000000001 0.14862 -0.24190499999999995 0.10467500000000002 0.10803500000000001 0.10277000000000001 0.098330000000000015 0.10455500000000001 -0.16726499999999997 0.090355000000000005 0.11084000000000001 0.083490000000000023 -0.095774999999999985 0.23074000000000003 0.10935500000000002 -0.079109999999999986 0.024785000000000005 -0.064959999999999976 0.056795000000000005 0.11474000000000002 0.09567500000000001 -0.096999999999999989 0.10911500000000002 -0.074084999999999998 -0.15713499999999997 0.05259500000000001 -0.069529999999999995 0.097575000000000009 -1.0000000180025095e-35 0.096210000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 9 -4 10 11 12 -8 14 16 -15 17 25 19 20 22 -20 23 -19 -10 26 -14 28 29 -26
right_child=-2 -3 5 4 -6 -7 7 -9 24 -11 -12 -13 13 15 -16 -17 -18 18 21 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=2.3330878088737941e-07 -2.2920119234818827e-07 2.9983288162124417e-07 4.0213359890609956e-07 -7.9323765707073339e-07 -3.378786344726975e-08 3.6772973999177339e-07 3.8150940376315544e-07 -7.0537727788178025e-07 -3.2589872790994739e-07 3.9701908616981048e-07 -4.5310556743061178e-07 6.7002976691588584e-07 -6.1610968703548899e-08 -6.6916914806351242e-07 4.0179766974309435e-07 -5.8337878456882217e-08 2.9671775034027332e-07 1.168042155603127e-07 -2.4864664131709815e-07 -1.0045766437087878e-06 -6.2648540127459764e-07 3.698155406287437e-07 3.4263260834615555e-07 -5.75607352999441e-07 1.4472701650447562e-07 -1.7777229572857324e-07 5.2130522881008389e-07 3.1718929347272054e-07 1.1722687931500014e-08 -8.4479189462042958e-07
leaf_weight=24 23 21 30 20 26 25 23 25 33 24 30 21 21 24 24 20 27 22 23 25 21 35 22 20 30 26 26 29 2379 22
leaf_count=24 23 21 30 20 26 25 23 25 33 24 30 21 21 24 24 20 27 22 23 25 21 35 22 20 30 26 26 29 2379 22
internal_value=0 1.69783e-09 -3.36894e-10 -1.59198e-07 -3.63983e-07 3.36123e-09 3.06492e-10 -5.06286e-08 9.57293e-09 -1.29127e-08 -3.69087e-08 -4.05106e-09 -4.3482e-08 -7.25736e-08 -2.45134e-08 -3.91519e-07 -6.26906e-08 -1.02956e-07 -1.93158e-07 -3.60683e-07 -1.71303e-07 1.24563e-07 -2.19459e-08 -2.12916e-07 4.84898e-09 1.0463e-07 2.60853e-07 9.28583e-09 5.61278e-09 -2.73916e-07
internal_weight=0 3098 3077 70 46 3007 2982 459 2523 434 410 380 359 336 292 44 268 241 168 110 85 58 64 42 2493 73 47 2460 2431 52
internal_count=3121 3098 3077 70 46 3007 2982 459 2523 434 410 380 359 336 292 44 268 241 168 110 85 58 64 42 2493 73 47 2460 2431 52
is_linear=0
shrinkage=0.1


Tree=9127
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 403 15 1210 1212 15 42 1212 3 1211 1203 15 1186 1447 160 2 483 1447 1447 1447 160 479 481 480 2 2 4 1374
split_gain=1.32884e-10 2.04003e-10 1.68774e-10 2.43062e-10 1.42912e-09 2.79005e-10 1.53453e-10 4.16645e-10 9.44716e-10 3.1671e-10 2.64754e-10 2.21829e-10 3.75138e-10 9.84653e-10 2.98498e-10 1.49665e-10 1.04388e-09 8.52617e-10 7.08669e-10 6.0438e-10 1.6987e-10 2.26948e-10 5.13895e-10 4.11928e-10 2.81942e-10 2.89119e-10 2.04097e-10 1.0319e-09 1.49891e-09 1.02587e-09
threshold=0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.5335399999999999 0.087575000000000014 -0.3960249999999999 0.10321500000000002 0.091475000000000015 0.095185000000000006 0.11006000000000002 -0.083154999999999993 0.11048500000000001 0.088820000000000024 0.089595000000000022 -0.11456499999999999 -0.086279999999999982 -0.52439499999999983 0.08622500000000001 0.087520000000000014 -0.085644999999999985 -0.084334999999999979 -0.081174999999999983 -0.092929999999999985 0.10713500000000002 -0.15265499999999996 0.10272000000000002 0.087815000000000018 0.087505000000000013 -0.008819999999999998 0.086000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 11 9 -9 -8 -11 12 14 -14 -7 16 -16 -18 -19 -17 -21 22 -22 24 -23 26 27 29 -29 -26
right_child=-2 -3 -4 5 -6 6 7 8 -10 10 -12 -13 13 -15 15 19 17 18 -20 20 21 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-3.3553507830674788e-07 -2.5693879649679731e-07 2.8058982534363311e-07 -2.2563656174993827e-07 -3.7427668488021486e-07 7.0468202031699033e-07 3.8349369333445795e-07 2.6116998469660757e-07 8.0192741447520001e-07 -3.2952093223767327e-08 4.1006059063875005e-08 -4.6170642349352424e-07 3.051587980181743e-07 4.4970800877769545e-08 -8.259187882231346e-07 7.6239466579863806e-07 -5.431520140150713e-07 -5.3025943228135474e-07 -1.0936180452907658e-07 6.1493049030177231e-07 2.6603036737380693e-07 -5.8379402512994973e-07 -2.9273241873915916e-07 2.3515169189636254e-08 3.7233386041768023e-07 2.0533200409698117e-08 2.746431507633846e-07 -3.2934491688969502e-08 1.1086211030498729e-06 -8.6173942766739256e-08 -6.5476472827966701e-07
leaf_weight=25 20 26 33 20 28 20 20 23 33 20 22 23 37 20 20 21 25 35 22 23 22 34 38 29 1026 37 1354 21 21 23
leaf_count=25 20 26 33 20 28 20 20 23 33 20 22 23 37 20 20 21 25 35 22 23 22 34 38 29 1026 37 1354 21 21 23
internal_value=0 1.65445e-09 -7.04029e-10 1.73607e-09 2.14014e-07 -2.02797e-09 4.79599e-10 1.12228e-07 3.09945e-07 -6.63552e-08 -2.2232e-07 -4.14555e-09 -6.66111e-09 -2.60604e-07 -1.43744e-09 -4.23593e-09 1.1463e-07 -4.33619e-08 1.7019e-07 -8.81285e-09 -4.54302e-09 -6.93196e-09 -1.99165e-07 -2.39995e-09 -6.71921e-09 -2.80122e-09 -6.99977e-09 2.51869e-08 5.11224e-07 5.72686e-09
internal_weight=0 3101 3075 3042 53 2989 2969 118 56 62 42 2851 2828 57 2771 2751 102 82 57 2649 2628 2605 60 2545 2516 2482 2445 1091 42 1049
internal_count=3121 3101 3075 3042 53 2989 2969 118 56 62 42 2851 2828 57 2771 2751 102 82 57 2649 2628 2605 60 2545 2516 2482 2445 1091 42 1049
is_linear=0
shrinkage=0.1


Tree=9128
num_leaves=31
num_cat=0
split_feature=401 1211 1211 401 42 133 42 1210 133 1208 1209 403 2 1210 1186 133 132 50 1211 15 132 1 1 160 1184 1 1447 480 1 1
split_gain=1.23321e-10 2.09245e-10 2.27041e-10 1.60626e-10 3.85404e-10 2.818e-10 5.93467e-10 2.46044e-10 2.37084e-10 3.97411e-10 2.39018e-10 1.30275e-09 1.48465e-09 9.66209e-10 1.55384e-10 7.35636e-10 4.24042e-10 5.44896e-09 3.95872e-09 3.68378e-10 3.29444e-10 2.2756e-10 1.18533e-09 8.26138e-10 7.10891e-10 5.62904e-10 5.61764e-10 7.12293e-10 5.60768e-10 4.04552e-09
threshold=-0.47313999999999995 0.12162000000000002 0.11301500000000002 -0.13200999999999999 0.10024000000000001 0.51114000000000004 -0.042239999999999993 0.24726500000000004 0.41553500000000004 0.10737500000000001 -0.065739999999999979 -0.0047449999999999992 0.086000000000000007 -0.062539999999999984 0.057025000000000006 -0.025314999999999994 -0.083284999999999984 0.097510000000000013 0.099430000000000004 0.092400000000000024 -0.037359999999999997 0.085110000000000005 0.085760000000000017 -0.53908999999999996 0.086750000000000008 0.084165000000000004 0.059120000000000013 0.11144000000000001 0.09253500000000002 0.093205000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 9 10 11 12 13 -5 16 -16 17 19 20 -12 -18 25 -23 -24 28 26 27 -22 -25 -30
right_child=1 -3 -4 5 -6 6 -8 -9 -10 -11 14 -13 -14 -15 15 -17 18 -19 -20 -21 21 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=2.4751300003345023e-07 -8.9001889097309461e-08 -2.6895678276701054e-07 2.7940164974599364e-07 9.2616193782646414e-07 5.112218968505999e-07 7.9567986629077358e-08 -6.5800351791267529e-07 3.1813934029401027e-07 -3.2315213183625496e-07 4.326230022603081e-07 1.9862381696119276e-08 -7.7660296119574926e-07 -6.0524156153752259e-07 -4.5024752028309325e-08 6.3363162361440581e-08 -5.0102590290969284e-07 3.9165342529527571e-07 1.711105317667716e-06 -1.372383923938157e-06 -4.3702649136889706e-07 2.4557312980501321e-08 -7.5633920602058426e-07 -5.9571019027278758e-07 -1.5301280596565205e-07 5.8810133282349855e-07 5.2191643721036365e-07 4.5042174605214315e-07 -4.6083482794939864e-07 1.4289806665601647e-06 -1.0029819576376291e-08
leaf_weight=20 23 29 29 20 20 24 20 24 23 21 150 25 21 21 72 34 22 20 21 20 1221 22 24 228 20 23 30 31 20 843
leaf_count=20 23 29 29 20 20 24 20 24 23 21 150 25 21 21 72 34 22 20 21 20 1221 22 24 228 20 23 30 31 20 843
internal_value=0 -1.60165e-09 9.22208e-10 -1.73172e-09 1.90172e-07 -4.48234e-09 -2.55692e-07 -7.43092e-10 -3.35332e-09 -8.24828e-10 -3.97663e-09 -1.67212e-07 7.85104e-08 4.28725e-07 1.09351e-09 -1.17667e-07 5.76462e-09 1.49794e-07 -5.15979e-09 -3.38893e-08 6.39886e-09 2.9563e-09 -2.93318e-08 -1.52401e-08 -2.70065e-09 3.15826e-08 2.27857e-08 1.25388e-08 -1.35311e-08 2.33192e-08
internal_weight=0 3101 3072 3043 43 3000 44 2956 2932 2909 2888 87 62 41 2801 106 2695 190 2505 170 2484 2462 1157 1135 1111 1305 1282 1252 1091 863
internal_count=3121 3101 3072 3043 43 3000 44 2956 2932 2909 2888 87 62 41 2801 106 2695 190 2505 170 2484 2462 1157 1135 1111 1305 1282 1252 1091 863
is_linear=0
shrinkage=0.1


Tree=9129
num_leaves=31
num_cat=0
split_feature=132 1185 50 131 12 1203 1208 1208 1208 403 15 1210 1212 3 1211 16 401 42 394 1176 1212 402 401 402 133 160 13 3 42 15
split_gain=1.39536e-10 7.80212e-10 3.04835e-10 2.49627e-10 3.37612e-10 2.5508e-10 1.32614e-10 1.35416e-10 1.43242e-10 2.31569e-10 1.35746e-09 2.40949e-10 1.41058e-10 4.65429e-10 3.40575e-10 6.06138e-10 1.61515e-10 3.52916e-10 1.73994e-10 3.50605e-10 1.80291e-10 1.58146e-10 6.64347e-10 3.46157e-10 1.64975e-10 6.35399e-10 7.44726e-10 7.34699e-10 5.81604e-10 1.45233e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.09227500000000001 -0.076979999999999979 0.091930000000000012 0.087520000000000014 0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.5335399999999999 0.087575000000000014 -0.3960249999999999 0.10321500000000002 -0.076514999999999986 0.11671000000000002 -0.077074999999999991 0.11655000000000001 0.089810000000000015 -0.12099999999999998 0.085730000000000015 0.096720000000000014 -0.45015499999999992 -1.0000000180025095e-35 -0.41217999999999994 0.098785000000000012 -0.063384999999999983 -0.064619999999999983 -0.10519499999999998 0.094365000000000018 -0.052074999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 7 8 9 10 -3 -11 16 14 15 -14 18 -18 -13 20 21 22 -20 -23 -25 26 -26 -27 -29 -30
right_child=1 6 -4 4 -6 -7 -8 -9 -10 11 -12 12 13 -15 -16 -17 17 -19 19 -21 -22 23 -24 24 25 27 -28 28 29 -31
leaf_value=2.2094576666828207e-07 6.1316785658640407e-07 -3.2540007950387921e-07 -3.6727804971662646e-07 -6.3572810749876834e-08 -3.3679207632895345e-07 3.2796985323102494e-07 -2.5518922285527879e-07 2.3974838786836964e-07 -2.0591744676797439e-07 -3.4605774949625358e-07 7.1753401584828682e-07 2.2274724309616951e-07 -1.1626520330860184e-07 5.5028738842111126e-07 -2.6297008490465831e-07 5.7955463920019869e-07 1.0768979524547594e-07 -4.2536904719217662e-07 -5.4725145872680512e-07 -3.670799418824362e-07 -2.8299007478370768e-07 4.1231772011466705e-07 1.9680649193295118e-07 1.313783588788381e-08 -6.8501634180595523e-07 -5.450844687260315e-07 -2.7746159148023255e-09 -7.4979873996947882e-08 -1.8750211925895466e-07 7.4040724914969335e-07
leaf_weight=33 21 24 31 99 39 20 20 24 33 20 26 35 31 20 29 21 23 27 24 26 22 21 24 2191 32 20 32 85 31 37
leaf_count=33 21 24 31 99 39 20 20 24 33 20 26 35 31 20 29 21 23 27 24 26 22 21 24 2191 32 20 32 85 31 37
internal_value=0 5.84753e-09 -7.64127e-08 -2.92041e-08 -8.14506e-08 2.23268e-09 1.41608e-09 3.21178e-09 1.20864e-09 3.6489e-09 2.16926e-07 -2.2745e-10 2.30518e-09 1.18278e-07 1.16086e-08 1.64739e-07 -2.14852e-09 -1.80162e-07 1.30136e-09 -1.74407e-09 2.02677e-09 4.53793e-09 -1.75222e-07 8.0612e-09 4.56475e-09 -7.46911e-08 -3.43895e-07 2.4899e-08 9.94066e-08 3.1739e-07
internal_weight=0 2899 222 191 158 119 2878 2858 2834 2801 50 2751 2731 101 81 52 2630 50 2580 2545 2519 2497 48 2449 2428 237 64 173 153 68
internal_count=3121 2899 222 191 158 119 2878 2858 2834 2801 50 2751 2731 101 81 52 2630 50 2580 2545 2519 2497 48 2449 2428 237 64 173 153 68
is_linear=0
shrinkage=0.1


Tree=9130
num_leaves=31
num_cat=0
split_feature=130 39 12 15 142 11 9 13 9 133 151 15 150 447 447 0 132 1203 1185 1 0 130 52 12 12 3 52 1213 51 43
split_gain=1.32633e-10 2.43858e-10 1.5774e-10 6.77728e-10 4.73244e-10 2.51362e-10 2.10629e-10 7.60563e-10 5.1396e-10 2.07977e-10 1.54032e-10 4.53973e-10 2.65862e-10 5.27541e-10 1.73527e-10 2.08571e-10 1.66401e-10 3.9583e-09 1.94179e-09 6.36421e-10 2.00577e-10 2.967e-10 1.63046e-10 1.52493e-10 5.48125e-10 7.20515e-10 1.40973e-09 7.66936e-10 8.96712e-10 9.65016e-10
threshold=-0.23647499999999996 0.15438500000000002 0.12757000000000002 -0.071579999999999991 -0.057499999999999989 -1.0000000180025095e-35 0.091600000000000015 -0.0087749999999999981 0.085555000000000006 0.032270000000000007 0.10561000000000002 -0.026084999999999994 0.12640500000000002 0.094005000000000019 0.088380000000000014 -0.080499999999999988 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.088135000000000005 -0.073309999999999986 0.10923000000000001 0.087765000000000024 0.094580000000000011 0.095175000000000023 -0.065229999999999996 0.10160000000000001 0.12428000000000002 0.092790000000000011 -0.04652499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 8 -8 10 -5 12 -12 13 14 16 -16 17 19 -18 20 21 22 -7 -20 -25 27 -27 28 -26 -30
right_child=1 -3 3 9 5 6 7 -9 -10 -11 11 -13 -14 -15 15 -17 18 -19 23 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-2.5669784392334805e-07 4.5449697688087804e-07 3.1917503993857585e-07 -6.2452170013216346e-07 -1.9360381893207547e-07 -2.9906468829007542e-07 -1.8746917384313882e-08 1.5498707773531351e-07 -6.7236232268896858e-07 4.8680084629185414e-07 2.2556789400008209e-07 4.3322759559545842e-07 -8.2436627442467932e-08 -2.7200292294082831e-07 5.0081745013096953e-07 -3.8165012464529676e-07 4.7890895871205433e-08 -9.4125650879174254e-07 1.4224006805818592e-06 1.4980189649728782e-08 -4.9998730199872307e-07 3.1479990660443489e-07 -3.5963733663829151e-07 2.9354245033427368e-07 -4.2806629185828831e-07 -5.6784845804793832e-08 -7.2674105493857701e-07 2.5732830615983934e-07 6.3249326132108763e-07 -6.373837901146149e-08 8.3380197207816306e-07
leaf_weight=20 23 24 21 20 28 82 25 20 22 29 31 38 36 21 26 20 22 20 1983 28 20 22 21 35 355 37 24 20 23 25
leaf_count=20 23 24 21 20 28 82 25 20 22 29 31 38 36 21 26 20 22 20 1983 28 20 22 21 35 355 37 24 20 23 25
internal_value=0 1.65133e-09 -8.25298e-10 -1.49222e-07 2.62924e-09 -8.53655e-10 1.97108e-09 -2.12724e-07 5.28996e-09 5.44774e-08 1.62321e-09 1.49239e-07 -1.98866e-09 1.50291e-09 -2.2921e-09 -1.94893e-07 9.68721e-10 9.04637e-08 -5.87459e-09 -6.35175e-08 2.07664e-08 -2.6279e-08 4.49237e-08 2.35019e-09 -4.59066e-08 -1.82711e-08 -3.39566e-07 2.80622e-08 -1.93438e-09 4.03731e-07
internal_weight=0 3101 3077 70 3007 2984 2956 45 2911 49 2889 69 2820 2784 2763 46 2717 193 2524 173 145 125 103 2502 519 484 61 423 403 48
internal_count=3121 3101 3077 70 3007 2984 2956 45 2911 49 2889 69 2820 2784 2763 46 2717 193 2524 173 145 125 103 2502 519 484 61 423 403 48
is_linear=0
shrinkage=0.1


Tree=9131
num_leaves=31
num_cat=0
split_feature=132 1185 1203 51 3 16 15 16 133 46 150 45 11 34 34 34 133 9 1 2 16 148 447 447 1348 448 48 12 12 376
split_gain=1.27557e-10 8.67462e-10 3.92723e-10 1.57155e-10 1.67503e-10 1.8491e-10 2.37637e-10 1.69011e-10 3.21398e-10 1.24236e-10 1.39955e-10 2.23416e-10 8.63841e-10 2.12602e-10 4.88359e-10 2.20592e-10 5.92758e-10 4.60195e-10 9.56319e-10 4.49786e-10 1.15683e-09 1.53731e-10 3.72568e-10 1.99291e-10 1.93234e-10 2.28701e-10 2.66542e-10 1.74813e-10 1.60796e-10 2.12376e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 1.0000000180025095e-35 -0.092174999999999993 -0.095094999999999985 -0.062284999999999993 -0.073404999999999984 -0.023589999999999996 -0.052299999999999992 -0.15178999999999995 0.094030000000000016 -0.014494999999999999 -0.085739999999999983 -0.14308499999999999 -0.057544999999999992 0.086990000000000012 0.091600000000000015 0.13332000000000002 -1.0000000180025095e-35 -0.056919999999999991 -0.10069499999999999 0.093530000000000016 0.089595000000000022 0.085630000000000012 -0.083359999999999976 -0.081929999999999989 -0.14757499999999998 -0.10022999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7 8 -8 -3 -11 12 -12 14 -14 16 -15 19 -19 20 -17 -21 23 24 25 -23 -27 -28 -29 -30
right_child=1 9 -4 -5 5 6 7 -9 -10 10 11 -13 13 15 -16 17 -18 18 -20 21 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-2.4129064218992756e-07 6.459725368369532e-07 -2.4744597084236373e-07 -4.3049524454848629e-07 -2.3004932652457361e-07 -1.75009449192893e-07 3.9898421074044763e-07 4.5158046448466941e-07 -1.5511615046648332e-07 -3.1530242008415143e-08 2.1398162065481535e-07 6.2759273320848904e-07 -2.5445243147547605e-07 1.0135914254760793e-07 6.1407778086201394e-07 -5.3016812654090488e-07 -1.5737361422907272e-07 -8.8748641527810639e-08 -8.2724841778514255e-07 1.5066716059664033e-07 2.0617090609472857e-07 8.5893530080652242e-07 2.8816187624053564e-07 -4.1458293418889465e-07 3.1313956114331634e-07 -3.1337477025772391e-07 -3.1693812087707089e-07 -2.2288295418551993e-07 2.5977062018493294e-07 -2.5229159744509216e-07 3.1726225019215994e-09
leaf_weight=22 21 20 27 31 28 23 21 30 40 31 22 34 25 21 24 24 28 20 20 35 21 27 22 20 20 27 35 24 33 2345
leaf_count=22 21 20 27 31 28 23 21 30 40 31 22 34 25 21 24 24 28 20 20 35 21 27 22 20 20 27 35 24 33 2345
internal_value=0 5.59383e-09 -7.3056e-08 -2.35644e-08 1.54663e-08 5.52455e-08 1.11799e-07 3.92142e-08 1.34787e-07 9.21159e-10 2.65921e-09 3.41912e-10 3.4436e-09 -1.51175e-09 -2.0796e-07 2.20462e-09 2.12463e-07 -1.64971e-09 -3.38291e-07 3.46447e-09 3.16904e-07 -1.9856e-09 -4.83929e-09 -1.27771e-09 -3.78203e-09 -1.29634e-09 -4.46817e-09 -1.00625e-09 2.22676e-09 -3.72508e-10
internal_weight=0 2899 222 195 164 142 114 91 61 2878 2858 2827 2793 2771 49 2722 49 2673 40 2633 45 2588 2553 2531 2511 2491 2464 2437 2402 2378
internal_count=3121 2899 222 195 164 142 114 91 61 2878 2858 2827 2793 2771 49 2722 49 2673 40 2633 45 2588 2553 2531 2511 2491 2464 2437 2402 2378
is_linear=0
shrinkage=0.1


Tree=9132
num_leaves=31
num_cat=0
split_feature=46 47 47 47 1452 132 1203 1185 50 1419 483 16 11 157 155 2 13 133 133 15 4 43 0 41 9 43 403 13 1210 2
split_gain=1.24382e-10 1.44686e-10 8.80037e-10 2.89645e-10 1.79396e-10 1.71398e-10 4.04887e-09 1.87364e-09 6.76032e-10 1.87417e-10 9.21076e-10 1.05449e-09 2.54368e-10 8.41847e-10 7.14723e-10 4.69048e-10 5.43669e-10 2.74766e-10 5.21024e-10 2.67851e-10 3.05432e-10 2.60678e-10 7.63823e-10 2.90997e-10 7.47231e-10 3.3064e-10 8.30487e-10 1.81291e-09 4.44789e-10 2.41942e-10
threshold=0.096120000000000011 0.092165000000000011 0.096475000000000019 0.090100000000000013 -0.073879999999999987 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.087730000000000016 0.086505000000000012 0.087520000000000014 0.26676500000000009 0.088215000000000002 -0.051074999999999988 0.13657000000000002 0.11093500000000002 0.090705000000000008 -0.22627999999999995 -0.16271999999999995 0.089595000000000022 -0.077519999999999992 0.084740000000000024 -0.097274999999999986 0.088520000000000015 0.087755000000000014 0.055925000000000009 0.0071950000000000009 -0.078279999999999975 0.15724500000000002 0.11585500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 8 -7 -6 12 11 -11 14 -14 17 16 -15 19 -19 20 -9 23 -23 24 25 28 27 -27 -20 -24
right_child=-2 2 -4 -5 5 7 -8 9 -10 10 -12 -13 13 15 -16 -17 -18 18 21 -21 -22 22 29 -25 -26 26 -28 -29 -30 -31
leaf_value=2.5880945978921471e-07 1.874516881831109e-07 -5.1767212776092881e-07 -4.1480641105277608e-09 3.751092403972291e-07 8.3545824948241955e-09 -9.7121643307218639e-07 1.4376997057752307e-06 5.048374394840087e-07 -5.9695159095662398e-07 -6.2668943314747602e-07 7.3391495334362846e-07 3.3132747103292319e-07 7.1533807743305397e-07 5.1683748267805642e-07 -6.0562569871081005e-07 -3.3350361863742566e-07 -1.8911075642336075e-07 -4.9758883681699278e-07 -7.8478664274386784e-09 -9.8556128633350345e-08 1.0589701086009659e-07 -6.8745262960977593e-07 1.4618991031056794e-07 -3.4773530236028215e-07 4.4184609898342101e-07 1.1495476393346986e-06 -2.1873064732627144e-07 -1.1078981265200129e-07 -4.0928074633533084e-07 -2.5542531242687495e-07
leaf_weight=27 35 38 274 21 152 20 20 28 21 20 20 27 21 24 20 27 20 22 1938 34 61 22 40 24 38 21 29 25 28 24
leaf_count=27 35 38 274 21 152 20 20 28 21 20 20 27 21 24 20 27 20 22 1938 34 61 22 40 24 38 21 29 25 28 24
internal_value=0 -2.12844e-09 -6.66927e-08 5.13328e-09 2.31109e-09 -2.29427e-10 9.06109e-08 -7.15094e-09 -6.51219e-08 5.21689e-10 1.65528e-07 -7.63393e-08 -3.9981e-09 1.59124e-07 -1.03733e-08 -5.39033e-09 1.95952e-07 -5.27259e-09 -1.33652e-08 1.40197e-07 2.31406e-07 -8.49864e-09 -1.79146e-07 -1.52019e-09 2.47652e-09 -5.7038e-09 2.00368e-07 4.64582e-07 -1.35651e-08 -4.4158e-09
internal_weight=0 3086 312 2774 2753 2726 193 2533 173 2513 67 47 2446 92 2354 71 44 2334 2211 123 89 2189 86 2103 2079 2041 75 46 1966 64
internal_count=3121 3086 312 2774 2753 2726 193 2533 173 2513 67 47 2446 92 2354 71 44 2334 2211 123 89 2189 86 2103 2079 2041 75 46 1966 64
is_linear=0
shrinkage=0.1


Tree=9133
num_leaves=31
num_cat=0
split_feature=104 11 33 142 47 47 47 1453 51 147 147 48 150 131 1374 133 133 1447 480 133 402 403 157 49 49 3 1209 1210 49 131
split_gain=1.31412e-10 2.4758e-10 2.22716e-10 1.54413e-10 1.41119e-10 1.29774e-09 1.25673e-09 2.42064e-10 4.4116e-10 2.16605e-10 2.40787e-10 1.91635e-10 3.76442e-10 1.85567e-10 1.87366e-10 2.3549e-10 2.53334e-09 9.98267e-10 9.48948e-10 2.30105e-09 1.55251e-09 6.95951e-10 7.60456e-10 6.26498e-10 2.11937e-09 7.31863e-10 5.79981e-10 7.94304e-10 5.35169e-10 5.18299e-10
threshold=0.088500000000000009 -0.011194999999999998 -0.009184999999999997 -0.057499999999999989 0.094160000000000008 0.090100000000000013 0.096475000000000019 -1.0000000180025095e-35 -0.41904999999999998 0.099230000000000013 0.093875000000000014 0.12879500000000002 0.13755000000000003 0.13767000000000004 -0.096434999999999979 0.09112000000000002 0.090310000000000015 0.059120000000000013 0.086995000000000017 0.11269500000000002 0.10874500000000002 -0.55276999999999987 -0.073574999999999988 0.11475 0.10877000000000002 -0.063814999999999997 -0.077594999999999983 -0.0087899999999999975 0.10440000000000001 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 9 -6 -8 -9 10 11 12 13 14 -5 16 17 23 20 -20 21 -17 -23 24 28 -25 -24 -28 29 -16
right_child=-2 2 3 4 6 -7 7 8 -10 -11 -12 -13 -14 -15 15 18 -18 -19 19 -21 -22 22 26 25 -26 -27 27 -29 -30 -31
leaf_value=3.1522246388249189e-07 -2.3310057664834481e-07 -2.8669000276640541e-07 -2.6218387078361357e-07 -2.1174376609696292e-07 8.1438889277965892e-07 -5.9184691526998246e-07 3.4963369742513352e-07 -4.511847691901494e-07 2.5726971984445445e-08 2.4810896100093931e-07 -3.1415296284365015e-07 -2.6608676604994868e-07 4.2842886805211884e-07 -2.9273331820366454e-07 2.0598533416388392e-08 -5.9236506835056646e-07 1.1447710787138022e-06 -5.1569336574987441e-07 -1.1742706554092784e-06 1.6011054019112896e-07 8.5649863876824386e-07 -6.1815961615252491e-07 4.1536474638502173e-07 -7.7453207242548343e-07 1.0085431525071313e-06 -1.4786282331868961e-08 -5.5517657201037841e-07 1.7373368811993733e-08 -4.4792941356064375e-07 4.4676491190079237e-07
leaf_weight=25 24 27 22 39 21 37 20 21 254 36 24 26 21 21 1791 22 20 35 24 28 20 20 33 21 22 32 26 356 24 29
leaf_count=25 24 27 22 39 21 37 20 21 254 36 24 26 21 21 1791 22 20 35 24 28 20 20 33 21 22 32 26 356 24 29
internal_value=0 1.80177e-09 -7.48852e-10 1.78659e-09 3.70764e-09 -3.67433e-09 6.6945e-08 1.37371e-08 -1.06917e-08 4.47638e-09 1.14655e-09 4.04585e-09 6.76391e-09 3.30898e-09 5.75465e-09 9.14356e-09 2.50221e-08 1.3561e-08 -5.01083e-08 -4.55758e-07 -5.88655e-09 -4.36277e-08 -1.58755e-08 2.32139e-08 3.28434e-08 -3.15818e-07 1.31503e-08 -2.1596e-08 2.12027e-08 2.73891e-08
internal_weight=0 3097 3072 3045 3023 2707 316 295 275 2670 2634 2610 2584 2563 2542 2503 1974 1954 529 52 477 457 435 1919 1866 53 415 382 1844 1820
internal_count=3121 3097 3072 3045 3023 2707 316 295 275 2670 2634 2610 2584 2563 2542 2503 1974 1954 529 52 477 457 435 1919 1866 53 415 382 1844 1820
is_linear=0
shrinkage=0.1


Tree=9134
num_leaves=31
num_cat=0
split_feature=132 1185 1203 11 142 33 9 16 41 12 34 2 147 147 147 403 403 403 403 13 13 4 48 1 45 1428 3 157 155 1429
split_gain=1.3617e-10 9.50337e-10 5.21767e-10 1.3073e-10 1.33749e-10 1.30459e-10 1.79435e-10 1.00918e-09 2.31654e-10 7.07473e-10 1.53611e-10 2.91301e-10 1.58721e-10 1.80092e-10 1.93073e-10 1.36798e-10 2.12883e-10 2.70796e-10 2.98382e-10 1.40617e-10 7.16829e-10 6.3052e-10 3.35772e-10 7.89608e-10 1.8548e-10 1.98689e-10 2.69672e-10 4.19334e-10 2.77652e-10 2.50208e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.072629999999999986 -0.057499999999999989 -0.044254999999999996 0.088235000000000022 -0.059624999999999991 0.086565000000000017 0.08486500000000001 -0.08786999999999999 -0.055814999999999997 0.099230000000000013 0.093875000000000014 0.090425000000000019 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 -0.53255499999999989 -0.17933499999999997 -0.41572999999999993 0.015030000000000002 0.091635000000000008 0.10684 0.084355000000000013 -0.071779999999999997 -0.24190499999999995 0.51508000000000009 0.11562500000000002 -0.080244999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 8 -8 10 -10 -7 -12 13 14 15 -13 -17 -18 -19 20 22 -22 23 -20 25 -21 28 29 -27 -28
right_child=1 3 -4 4 5 6 7 -9 9 -11 11 12 -14 -15 -16 16 17 18 19 24 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-1.8437767258716031e-08 6.7604909569733244e-07 -2.4770538781619204e-07 -4.8748393602956511e-07 -2.4872545873493091e-07 2.5289723994536049e-07 2.7145570467859044e-07 1.5375381215007753e-07 -7.4146025781374196e-07 6.3410309468528565e-07 -8.4003392226564115e-08 -3.5441393725499858e-07 2.0895882465490632e-07 2.2095075418306035e-07 -2.7832885890525775e-07 2.9117740807479371e-07 -2.9275768736169997e-07 3.6699765658454454e-07 -3.7779352759398104e-07 3.8250532004013853e-07 -2.3672519367490919e-07 -8.476807891710792e-07 -6.3138150792275107e-08 3.7093211290084584e-07 -3.5398042049022226e-07 2.6685767798645196e-07 -3.6953551982974576e-08 2.2501888363553217e-07 4.6820559866489477e-07 -4.8555898527783119e-07 3.0443210166159397e-09
leaf_weight=195 21 21 27 21 21 21 34 20 23 34 23 31 33 23 23 25 20 21 24 34 20 21 25 37 27 37 52 20 22 2165
leaf_count=195 21 21 27 21 21 21 34 20 23 34 23 31 33 23 23 25 20 21 24 34 20 21 25 37 27 37 52 20 22 2165
internal_value=0 5.7779e-09 -7.54839e-08 8.87107e-10 2.71435e-09 4.57621e-09 2.72373e-09 -1.77807e-07 6.25457e-09 2.05759e-07 2.04905e-09 -5.96161e-11 3.00435e-09 2.66538e-10 2.72725e-09 1.56792e-10 -2.38159e-09 4.93425e-10 -2.43276e-09 7.40583e-10 -1.01759e-07 -4.45842e-07 6.22809e-08 -6.42155e-08 6.26346e-09 3.2437e-09 6.79724e-09 1.2363e-08 -2.0423e-07 8.25076e-09
internal_weight=0 2899 222 2878 2857 2836 2815 54 2761 57 2704 2683 2660 2627 2604 2581 2550 2525 2505 2484 127 41 86 61 2357 2330 2296 2237 59 2217
internal_count=3121 2899 222 2878 2857 2836 2815 54 2761 57 2704 2683 2660 2627 2604 2581 2550 2525 2505 2484 127 41 86 61 2357 2330 2296 2237 59 2217
is_linear=0
shrinkage=0.1


Tree=9135
num_leaves=31
num_cat=0
split_feature=481 480 483 483 481 1 160 2 160 1447 1453 158 158 1453 159 0 160 160 43 4 2 1374 1453 1455 3 1429 51 13 150 160
split_gain=1.23678e-10 1.62815e-10 1.98059e-10 2.4974e-10 1.90171e-10 1.508e-09 2.49395e-09 8.53299e-10 1.01165e-09 8.75259e-10 6.29279e-10 2.48365e-10 2.44139e-10 1.97333e-10 3.03621e-10 4.07982e-10 2.40254e-10 2.11588e-10 1.04298e-09 1.78713e-09 5.77118e-10 2.71932e-10 2.63037e-10 3.3326e-10 4.2223e-10 2.24987e-10 1.00261e-09 2.21137e-09 1.72346e-09 6.94801e-10
threshold=0.15658500000000003 0.11747 0.13622000000000004 0.12325000000000001 -0.081614999999999979 0.091900000000000023 -0.53379499999999991 0.083715000000000026 -0.015149999999999999 -0.085684999999999997 -0.084874999999999992 -0.47356499999999996 -0.46278499999999995 -0.079219999999999985 0.13160500000000003 -0.066689999999999985 0.51262000000000008 0.10580000000000002 -0.095589999999999994 0.033845000000000007 0.091545000000000015 0.11254500000000002 -1.0000000180025095e-35 -0.041319999999999989 -0.082484999999999989 0.083725000000000008 -0.085604999999999987 -0.023499999999999997 0.10874500000000002 -0.090764999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9 -10 -6 -12 -13 -14 16 -16 17 21 -19 20 -20 22 -15 24 -24 -25 27 -27 29 -28
right_child=-2 -3 -4 -5 10 -7 7 8 9 -11 11 12 13 14 15 -17 -18 18 19 -21 -22 -23 23 25 -26 26 28 -29 -30 -31
leaf_value=1.1267924746789505e-06 2.3625734064063925e-07 -2.6675852001537113e-07 3.1396145690365533e-07 -3.3746522983723153e-07 -5.3805723710034024e-07 -7.0756683683725902e-07 5.8901648597756408e-07 -4.9390352144084127e-07 6.1040419814162306e-07 -1.7929330002885991e-07 3.3352310476237277e-07 -3.5192423723628964e-07 2.4960692089294872e-07 -3.4433165319440335e-07 -5.9807749153151235e-07 1.9477625525980885e-08 3.0863104461786867e-07 5.0776123508455847e-07 -2.7534808936025004e-07 -9.4907917075813343e-07 3.6192739685247946e-07 3.7013099969840372e-07 -2.0014629404324132e-08 6.9031853848121998e-09 6.1483757463065558e-07 -1.2639593525894575e-06 -6.2439029115068932e-07 -4.8106380417651124e-08 9.1949911023903047e-07 3.3772552978074665e-08
leaf_weight=25 22 23 20 22 22 20 22 39 25 32 22 20 31 22 20 23 25 20 30 28 27 20 22 2325 20 21 20 52 20 81
leaf_count=25 22 23 20 22 22 20 22 39 25 32 22 20 31 22 20 23 25 20 30 28 27 20 22 2325 20 21 20 52 20 81
internal_value=0 -1.68506e-09 2.96958e-10 -1.75582e-09 6.78461e-10 1.0575e-07 2.19501e-07 2.72783e-08 -1.01453e-07 1.67065e-07 -5.28696e-09 -1.17291e-09 -3.77754e-09 -1.29698e-09 -4.09886e-09 -2.67757e-07 4.94385e-11 -2.79936e-09 -1.41975e-07 -2.94854e-07 2.65192e-08 2.81473e-09 -2.93789e-11 2.92831e-09 2.82296e-07 -1.72966e-09 -1.0519e-07 -3.97872e-07 7.13864e-08 -9.65567e-08
internal_weight=0 3099 3076 3056 3034 163 143 118 96 57 2871 2849 2827 2807 2776 43 2733 2708 105 85 57 2603 2583 2561 42 2519 194 73 121 101
internal_count=3121 3099 3076 3056 3034 163 143 118 96 57 2871 2849 2827 2807 2776 43 2733 2708 105 85 57 2603 2583 2561 42 2519 194 73 121 101
is_linear=0
shrinkage=0.1


Tree=9136
num_leaves=31
num_cat=0
split_feature=401 401 1211 403 402 1210 401 1203 132 403 394 15 131 15 159 52 15 2 4 147 147 447 48 147 447 4 4 1374 1375 3
split_gain=1.22503e-10 1.98355e-10 1.7244e-10 6.29004e-10 1.7855e-10 1.84595e-10 1.62173e-10 1.59045e-10 3.54467e-09 3.61488e-09 1.6906e-10 1.79149e-10 8.53294e-10 2.41063e-09 7.08291e-10 8.60449e-10 4.28702e-10 3.09148e-10 2.05382e-10 1.79383e-10 2.33804e-10 2.09954e-10 2.00659e-10 2.50938e-10 3.87175e-10 2.47462e-10 1.16458e-09 9.51361e-10 5.08885e-10 3.70589e-10
threshold=-0.47313999999999995 -0.46360499999999999 0.11301500000000002 0.022375000000000003 -0.44724499999999995 0.24726500000000004 -0.099524999999999988 0.088730000000000017 -0.083284999999999984 -0.074254999999999988 0.086685000000000012 0.11461000000000002 0.09055500000000001 0.11923500000000002 -0.087844999999999993 0.14295500000000003 0.11171000000000002 0.10060500000000001 -0.046564999999999988 0.10361000000000002 0.095485000000000014 0.09227500000000001 -0.091489999999999974 0.08789000000000001 0.083875000000000019 -0.0092149999999999992 -0.0086549999999999978 0.086000000000000007 -0.064299999999999982 -0.081054999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 -6 10 -9 -10 11 16 13 -13 -15 17 19 -16 -19 20 21 22 -8 24 25 27 -27 28 -24 -30
right_child=1 2 3 -5 5 -7 7 8 9 -11 -12 12 -14 14 15 -17 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=2.4669548210454195e-07 -2.9416938268102812e-07 -2.2376194029523808e-07 5.0790208618949428e-07 -2.2181696462688533e-07 -2.4587064362751538e-07 2.824870984627721e-07 2.7184759677244011e-07 7.1761158518971316e-07 -1.7041787354799e-06 1.7433328391039789e-07 2.134579107716586e-07 1.0374258186475669e-06 -3.5234093373633992e-07 -4.9326324037100801e-07 -3.1785588632260443e-07 7.0762739284191417e-07 -3.9460169481182158e-07 3.3146744949194927e-07 -8.2596727679629112e-08 -2.6782681379700079e-07 2.7887865996945041e-07 -3.1681157625349614e-07 3.9420661633373356e-07 -2.572544027065018e-07 4.398894568780065e-07 7.5361614070795275e-07 1.8689128431569501e-08 -7.1495783544150986e-07 7.5894333228376098e-09 -1.0559955150975783e-07
leaf_weight=20 23 36 27 21 27 23 27 28 20 21 38 28 34 23 25 20 28 23 25 25 30 21 29 38 20 22 1082 20 888 429
leaf_count=20 23 36 27 21 27 23 27 28 20 21 38 28 34 23 25 20 28 23 25 25 30 21 29 38 20 22 1082 20 888 429
internal_value=0 -1.59148e-09 5.94775e-10 1.8865e-07 -2.38432e-09 2.77538e-10 -1.90719e-09 3.30249e-10 -1.49702e-07 -7.42014e-07 3.93103e-09 1.12453e-09 9.82487e-08 2.04638e-07 3.62008e-09 1.26505e-07 -5.37719e-09 -3.27064e-08 1.15809e-07 -1.23493e-09 1.32255e-09 -1.90986e-09 6.78373e-10 -2.21782e-09 1.67431e-09 -1.87399e-09 3.33344e-08 -3.03294e-08 -2.01566e-08 -2.92808e-08
internal_weight=0 3101 3078 48 3030 2994 2971 2944 69 41 2875 2837 178 144 116 93 2659 73 48 2631 2606 2576 2555 2528 2490 2470 1104 1366 1346 1317
internal_count=3121 3101 3078 48 3030 2994 2971 2944 69 41 2875 2837 178 144 116 93 2659 73 48 2631 2606 2576 2555 2528 2490 2470 1104 1366 1346 1317
is_linear=0
shrinkage=0.1


Tree=9137
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 2 12 4 399 15 11 142 41 33 41 34 33 124 123 39 147 150 456 147 150 42 4 2 48 47 43
split_gain=1.40622e-10 7.46026e-10 5.55728e-10 1.14936e-10 3.53662e-10 2.82132e-10 2.56577e-10 2.69491e-10 1.4821e-10 1.123e-10 1.27037e-10 1.35624e-10 5.21981e-10 4.97733e-10 1.62867e-10 2.32947e-10 1.60683e-10 2.50571e-10 1.95252e-10 1.66145e-10 1.80727e-10 8.5418e-10 3.91972e-10 2.286e-10 3.16467e-10 1.98151e-10 8.40374e-10 1.18879e-09 9.81407e-10 1.99478e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.096010000000000012 0.10136500000000002 0.10911500000000002 0.010840000000000001 0.085965000000000014 0.084655000000000022 -0.072629999999999986 -0.057499999999999989 0.088520000000000015 -0.0066799999999999993 0.093890000000000015 -0.112215 0.082285000000000011 0.08919500000000001 0.11679000000000002 0.10308000000000002 0.099730000000000027 0.12640500000000002 -0.085409999999999986 0.092070000000000013 0.11156000000000001 0.083795000000000022 0.0049200000000000008 0.10402500000000002 0.10061000000000002 0.092165000000000011 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 7 -1 -9 -3 -11 12 -12 -13 -14 16 17 19 -18 20 22 -22 23 25 -25 -16 27 28 -27 -30
right_child=1 9 -4 5 -6 -7 -8 8 -10 10 11 13 14 -15 15 -17 18 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-3.3701443337227274e-07 5.9973317980794018e-07 -2.2887008683591422e-07 -5.0190961032746552e-07 -1.0910364140166226e-07 -4.1676629945660202e-07 3.2881414556231097e-07 3.3086466871168347e-07 2.0232249103320365e-07 -9.7936817269328469e-08 -2.4182259681688426e-07 4.1608178011551169e-07 -5.0236979197269764e-07 -2.7398848447189395e-07 1.205567194762713e-07 -1.2941582898652814e-08 2.8268952296646905e-07 -2.1141461231239264e-09 3.0878552447827844e-07 -4.1771326152684197e-07 2.2555652096247233e-07 2.9163492659530937e-07 -5.5205726730329324e-07 3.6274337621951721e-07 -4.7162396121791517e-07 6.6980192627852376e-08 2.1041967961553662e-07 -7.8248981452062528e-08 9.0652690964532223e-07 1.0678335534273421e-07 -1.0594395094187803e-06
leaf_weight=26 21 21 27 31 24 28 20 31 35 21 31 23 21 29 1869 30 26 27 20 33 21 28 30 24 20 239 270 20 55 20
leaf_count=26 21 21 27 31 24 28 20 31 35 21 31 23 21 29 1869 30 26 27 20 33 21 28 30 24 20 239 270 20 55 20
internal_value=0 5.86687e-09 -7.67128e-08 -1.78394e-08 -6.84064e-08 9.87217e-08 6.2422e-09 -6.43279e-08 4.30941e-08 1.53358e-09 3.22713e-09 5.04168e-09 8.03037e-09 -1.54968e-07 3.43553e-09 5.568e-09 2.49115e-09 5.70042e-09 -1.82809e-07 2.58772e-09 -2.46628e-10 -1.90475e-07 3.41304e-09 -8.69797e-10 -2.26804e-07 3.15006e-09 5.29436e-08 1.58997e-07 1.11384e-07 -2.04209e-07
internal_weight=0 2899 222 195 136 59 112 92 66 2878 2857 2836 2784 52 2753 2732 2702 2656 46 2629 2596 49 2547 2517 44 2473 604 334 314 75
internal_count=3121 2899 222 195 136 59 112 92 66 2878 2857 2836 2784 52 2753 2732 2702 2656 46 2629 2596 49 2547 2517 44 2473 604 334 314 75
is_linear=0
shrinkage=0.1


Tree=9138
num_leaves=31
num_cat=0
split_feature=132 132 1203 1200 1213 1211 1211 401 133 1210 128 15 1185 128 128 1213 1213 1212 402 43 16 16 13 43 1212 401 394 394 129 43
split_gain=1.13926e-10 7.0907e-10 4.50139e-10 1.50116e-10 1.59557e-10 2.21795e-10 4.57939e-10 1.59139e-10 3.34879e-10 2.14886e-10 1.23418e-10 5.54657e-10 2.96564e-10 1.78088e-10 3.73464e-10 1.64704e-10 1.58276e-09 1.95705e-09 8.8475e-10 5.54776e-10 1.46405e-09 1.03789e-09 6.39519e-10 3.72032e-10 3.1758e-10 2.51329e-10 8.66483e-10 3.64937e-10 2.32646e-10 7.64346e-10
threshold=-0.083174999999999985 -0.050879999999999988 0.089005000000000015 0.092250000000000013 0.51049000000000011 0.11671000000000002 0.10326000000000002 -0.13200999999999999 0.51114000000000004 0.24726500000000004 0.10773500000000001 0.089595000000000022 0.091055000000000011 0.10318000000000001 0.097615000000000021 -0.087969999999999979 -0.085284999999999986 -0.089079999999999979 -0.031734999999999992 -0.0047449999999999992 -0.091354999999999978 -0.089669999999999986 -0.0097949999999999982 0.0016850000000000001 -0.070754999999999985 0.10632500000000002 -0.10198999999999998 -0.087044999999999997 0.093420000000000017 -0.084359999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -3 9 10 12 -12 13 14 15 18 -17 -18 -9 21 -21 -20 -23 -22 -19 26 -26 -28 -29 -30
right_child=1 3 -4 -5 -6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 16 17 24 19 20 23 22 -24 -25 25 -27 27 28 29 -31
leaf_value=-1.6055475075022631e-08 5.1535849323685134e-07 2.0525533342164195e-07 -4.5171854868318337e-07 -2.7251934795913259e-07 2.5916091423994202e-07 -2.4640077561520637e-07 3.987175003219128e-07 -6.5895829888991863e-07 -2.9446348573622886e-07 3.0503531063360523e-07 4.5101420787269881e-07 -2.11743151893366e-07 -3.792300652722112e-07 2.7510740408062069e-07 -4.3483702484081737e-07 6.8303357385743503e-07 -9.8915855929249118e-07 3.7403101845504114e-07 -8.1297923657075457e-07 9.1751438191067802e-07 -3.6699672523354823e-07 3.7692978611840567e-07 -3.7521938750728628e-07 1.6374008840866088e-07 -6.5837822248226997e-07 2.9837427786917814e-07 4.0803526078744572e-07 -6.594040105521494e-09 -1.7601057567750607e-07 5.3822388621934778e-07
leaf_weight=195 27 37 27 20 24 36 29 24 39 23 28 23 21 23 20 34 20 23 20 20 25 26 20 28 20 28 22 2179 29 31
leaf_count=195 27 37 27 20 24 36 29 24 39 23 28 23 21 23 20 34 20 23 20 20 25 26 20 28 20 28 22 2179 29 31
internal_value=0 5.28728e-09 -6.90415e-08 4.92038e-10 2.40656e-09 2.27601e-10 3.40762e-09 -7.41485e-10 -3.53748e-09 6.85116e-10 -1.94253e-09 1.52124e-07 -4.94956e-09 -1.9172e-09 -4.39737e-09 -1.02005e-09 5.62389e-09 -4.1686e-09 -9.82743e-08 -1.46551e-09 1.88494e-07 -2.11573e-07 4.99084e-08 -8.66075e-08 4.279e-09 5.95891e-10 -3.05943e-09 2.73728e-09 -1.2451e-09 1.93011e-07
internal_weight=0 2899 222 2872 2852 2828 2792 2763 2726 2687 2664 51 2613 2592 2569 2549 2386 2352 163 139 73 66 46 53 2332 2309 2281 2261 2239 60
internal_count=3121 2899 222 2872 2852 2828 2792 2763 2726 2687 2664 51 2613 2592 2569 2549 2386 2352 163 139 73 66 46 53 2332 2309 2281 2261 2239 60
is_linear=0
shrinkage=0.1


Tree=9139
num_leaves=31
num_cat=0
split_feature=132 1186 394 1203 50 16 15 1213 4 1186 391 128 129 393 3 40 1 120 124 1 9 33 9 0 52 4 3 4 471 475
split_gain=1.15605e-10 3.46501e-09 1.91258e-09 4.48058e-10 1.5447e-10 1.35769e-10 2.74142e-10 1.35606e-10 1.67053e-10 1.26043e-10 3.57041e-10 1.99798e-10 1.99881e-10 2.08811e-10 1.79339e-10 1.83157e-10 1.9303e-10 4.84685e-10 6.68591e-10 2.88717e-10 2.31038e-10 2.6075e-10 2.70484e-10 1.88439e-10 7.04284e-10 2.55929e-10 9.71521e-10 1.94861e-10 9.32203e-10 6.90637e-10
threshold=-0.083284999999999984 0.0044650000000000011 0.12358500000000001 0.085960000000000023 0.093975000000000017 -0.095094999999999985 -0.066844999999999988 1.0000000180025095e-35 -0.069999999999999993 0.089315000000000019 -0.085594999999999991 0.11976500000000002 -0.04689999999999999 -0.081989999999999993 -0.52915999999999996 0.10611000000000002 0.16540500000000002 1.0000000180025095e-35 -0.079269999999999993 0.14860500000000001 0.092890000000000014 -0.009184999999999997 0.085555000000000006 0.13134000000000004 0.096795000000000006 -0.51843499999999987 -0.017889999999999996 -0.50052499999999989 -0.085064999999999988 -0.024084999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 -1 -7 8 -8 10 -2 12 -12 -14 -15 16 17 19 -19 20 21 -16 23 25 -25 26 -23 29 -29 -27
right_child=2 -3 -4 -5 -6 6 7 -9 -10 -11 11 -13 13 14 15 -17 -18 18 -20 -21 -22 22 -24 24 -26 27 -28 28 -30 -31
leaf_value=-1.4732238164949508e-07 -4.2187975964225192e-07 1.2603403811019896e-06 -9.7981835324389986e-07 -4.2585797188096347e-07 -2.6105909512352814e-07 3.7135904678874654e-07 -2.3211300492159188e-07 1.9529799343532573e-07 9.1167480549771558e-08 1.9008254980690254e-07 3.1489066884660135e-07 3.1707750984821815e-07 -3.165167291691822e-07 -2.983543083701079e-07 -3.1366015376805151e-07 -2.2189307081137914e-07 2.8750078782853925e-07 7.5238381080922068e-08 -7.3264278896766926e-07 3.6068262520826546e-07 2.638119196142404e-07 -7.4444256101390334e-07 3.537559683893092e-07 -8.1320785128014e-08 6.5879854105332925e-07 -7.6462845733087264e-08 1.4866229277484325e-07 -6.8240208179304323e-07 3.2145885447973778e-09 5.9897279290529091e-07
leaf_weight=32 20 22 20 29 20 26 33 26 31 35 20 20 21 20 26 36 24 20 21 23 34 21 22 36 20 41 29 20 2349 24
leaf_count=32 20 22 20 29 20 26 33 26 31 35 20 20 21 20 26 36 24 20 21 23 34 21 22 36 20 41 29 20 2349 24
internal_value=0 7.00532e-08 -5.29359e-09 -6.28723e-08 -2.14002e-10 3.50353e-08 8.53409e-08 2.71345e-09 -7.5524e-08 1.46924e-09 -8.495e-10 2.12914e-09 -1.14885e-10 -2.37542e-09 9.60111e-12 2.18268e-09 5.15933e-09 2.63655e-09 -3.38554e-07 7.92533e-09 4.83097e-09 1.42859e-09 4.62622e-09 1.60226e-09 1.83008e-07 -2.4874e-09 -2.26442e-07 2.11315e-09 -2.57365e-09 1.72929e-07
internal_weight=0 219 2902 197 168 148 116 90 64 2882 2847 2827 2807 2787 2766 2746 2710 2686 41 2645 2622 2588 2562 2540 56 2484 50 2434 2369 65
internal_count=3121 219 2902 197 168 148 116 90 64 2882 2847 2827 2807 2787 2766 2746 2710 2686 41 2645 2622 2588 2562 2540 56 2484 50 2434 2369 65
is_linear=0
shrinkage=0.1


Tree=9140
num_leaves=31
num_cat=0
split_feature=394 3 1176 1177 104 11 9 2 33 131 131 1447 480 13 15 2 128 1212 1210 4 15 52 160 3 43 1447 12 1447 480 403
split_gain=1.15247e-10 1.06026e-09 1.17773e-10 1.50908e-10 1.11617e-10 2.16318e-10 2.11123e-10 5.09398e-10 4.19418e-10 1.35219e-10 6.97358e-10 7.96156e-10 1.63562e-09 4.90557e-10 1.105e-09 3.71084e-10 4.04913e-10 5.35082e-10 7.17081e-10 4.8682e-10 1.04555e-09 6.49326e-10 3.4475e-10 6.10826e-10 2.41894e-10 2.18549e-10 9.97712e-10 1.30429e-09 7.03679e-10 5.77327e-10
threshold=0.086685000000000012 -0.083489999999999995 0.087330000000000019 -0.085989999999999997 0.088500000000000009 -0.011194999999999998 0.092235000000000011 -0.15339499999999998 -0.0066799999999999993 0.090690000000000007 0.090150000000000022 0.059120000000000013 0.081520000000000023 -0.077944999999999987 0.013270000000000002 0.11389000000000002 0.084155000000000021 0.087505000000000013 -0.049339999999999995 -0.067104999999999984 0.088345000000000021 0.016565000000000003 -0.55248999999999981 -0.086424999999999988 -0.077824999999999991 -0.085684999999999997 0.083985000000000018 -0.086849999999999997 0.086655000000000024 -0.55276999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 8 -8 -7 10 11 22 -13 14 -11 16 17 18 -15 20 -20 24 23 -10 -21 26 -24 28 -28 -27
right_child=1 -3 -4 4 -6 6 7 -9 9 13 -12 12 -14 15 -16 -17 -18 -19 19 21 -22 -23 25 -25 -26 29 27 -29 -30 -31
leaf_value=-2.7808870754597594e-07 4.9439878931810781e-07 -4.2832623051936022e-07 2.1363217069847454e-07 2.9215277959337988e-07 -2.172904762713183e-07 3.9252091141861458e-07 5.8669068720448574e-08 -5.9734456705484726e-07 9.4623667337145898e-08 6.6924786340189928e-08 -5.3695402220910181e-07 -2.0306020900306976e-07 1.075851689904539e-06 4.6290819216210364e-07 9.125020400446715e-07 3.9939431843549757e-07 2.6504241087569168e-07 -4.717387089497703e-07 3.8111517142169763e-09 -4.3281657432987397e-08 -9.2961951448700129e-07 3.5062740112815996e-07 5.6042092945555557e-07 -6.7756982707307894e-07 -4.7103298278727834e-07 -4.9289628873339104e-07 5.6191421253970479e-07 -7.7062734419541808e-07 -1.7435567477369425e-07 -9.7535695192055945e-09
leaf_weight=20 33 20 25 25 24 27 29 20 20 68 25 20 20 25 20 20 35 33 30 39 20 36 36 21 20 25 25 20 27 2313
leaf_count=20 33 20 25 25 24 27 29 20 20 68 25 20 20 25 20 20 35 33 30 39 20 36 36 21 20 25 25 20 27 2313
internal_value=0 1.46201e-07 -2.52839e-09 -4.30427e-09 -2.49293e-09 -7.73979e-10 -3.23638e-09 -2.09092e-07 2.12139e-10 -3.44291e-09 -1.13966e-08 -6.19716e-09 4.36396e-07 5.52211e-08 2.59101e-07 -1.43194e-08 -4.90853e-08 -1.03245e-07 -3.17142e-08 -1.16994e-07 -3.69561e-07 1.59362e-08 -1.33157e-08 -3.0089e-07 -1.88282e-07 -8.49532e-09 1.30582e-07 -8.43374e-08 1.7962e-07 -1.49198e-08
internal_weight=0 53 3068 3043 3023 2999 2974 49 2925 2898 2552 2527 40 346 88 258 238 203 170 145 50 95 2487 41 59 2446 108 72 52 2338
internal_count=3121 53 3068 3043 3023 2999 2974 49 2925 2898 2552 2527 40 346 88 258 238 203 170 145 50 95 2487 41 59 2446 108 72 52 2338
is_linear=0
shrinkage=0.1


Tree=9141
num_leaves=31
num_cat=0
split_feature=11 132 399 1203 393 12 1186 129 394 3 0 52 4 3 1454 481 133 13 1455 481 133 2 160 1447 481 481 133 1374 475 1456
split_gain=1.3427e-10 1.13893e-10 7.49443e-10 5.29615e-10 2.10067e-10 4.46666e-10 1.44235e-10 2.70663e-10 2.43416e-10 1.75876e-10 1.35671e-10 2.45819e-10 2.14951e-10 7.83164e-10 1.51594e-10 7.82138e-10 5.90382e-10 8.89929e-10 1.57905e-09 2.39405e-10 2.34084e-09 1.66649e-09 2.68093e-09 1.06015e-09 1.87979e-09 7.47948e-10 2.08245e-10 9.1741e-10 8.83261e-10 7.39872e-10
threshold=-0.072629999999999986 -0.083449999999999983 0.091580000000000009 0.089480000000000018 0.088255000000000014 0.089005000000000015 0.087140000000000009 -0.077709999999999987 -0.10421499999999999 -0.38012499999999999 0.14486500000000005 0.09086000000000001 -0.51843499999999987 -0.017889999999999996 0.081220000000000014 -0.082949999999999982 0.090665000000000009 -0.083894999999999983 0.0034400000000000008 -0.081614999999999979 -0.0084449999999999994 0.092365000000000017 -0.46009499999999998 -0.086279999999999982 -0.087424999999999989 -0.079279999999999975 0.087495000000000003 0.088035000000000016 -0.085734999999999992 0.055170000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 6 -6 7 -3 -9 -10 12 -12 13 -11 19 -16 17 -17 -19 20 -14 22 -22 -24 -25 -21 -27 28 -28 -30
right_child=1 2 -4 -5 5 -7 -8 8 9 10 11 -13 14 -15 15 16 -18 18 -20 25 21 -23 23 24 -26 26 27 -29 29 -31
leaf_value=-2.5202020635463539e-07 -1.8324205209885766e-08 -3.3915355041482028e-07 4.4810202463227868e-07 -5.5853582072273865e-07 1.525592118412078e-07 -4.3277211432268818e-07 2.2291515582158656e-07 3.4448004433735541e-07 -2.5124481834592627e-07 -6.6819172194040483e-07 -5.0214607597946306e-08 4.0728139608696123e-07 1.14044898403165e-06 1.3367607342890301e-07 -6.7399338377072127e-07 2.6466701443554659e-07 4.2313027491375653e-07 -1.0034020397637032e-06 7.5970201302852461e-08 -5.5102880338608882e-07 -1.2312397464597781e-06 8.0379331819813153e-07 -5.439591745926009e-07 -1.9304068233589748e-07 9.6286940080384897e-07 2.8899518724068313e-08 6.2067312339444298e-07 -7.0490083032836996e-07 -1.1871030598481051e-08 -4.9218826527622054e-07
leaf_weight=21 196 23 38 20 22 32 30 21 27 21 24 23 20 29 20 37 26 23 33 24 20 20 21 34 24 1652 21 20 565 34
leaf_count=21 196 23 38 20 22 32 30 21 27 21 24 23 20 29 20 37 26 23 33 24 20 20 21 34 24 1652 21 20 565 34
internal_value=0 1.69509e-09 6.94072e-09 -6.83438e-08 1.0503e-09 -1.94304e-07 4.82864e-09 2.45985e-09 5.32845e-09 2.70808e-09 5.2561e-09 1.73666e-07 2.26242e-09 -2.03108e-07 6.22099e-09 -9.53743e-08 1.87257e-09 -1.15898e-07 -3.67343e-07 1.19732e-08 1.39442e-07 -2.87949e-08 -1.96994e-07 6.48397e-08 2.85267e-07 4.32293e-09 1.01381e-08 -3.82897e-08 -1.67861e-08 -3.91344e-08
internal_weight=0 3100 2884 216 2846 54 2792 2762 2739 2718 2691 47 2644 50 2594 139 119 93 56 2455 139 119 99 79 58 2316 2292 640 620 599
internal_count=3121 3100 2884 216 2846 54 2792 2762 2739 2718 2691 47 2644 50 2594 139 119 93 56 2455 139 119 99 79 58 2316 2292 640 620 599
is_linear=0
shrinkage=0.1


Tree=9142
num_leaves=31
num_cat=0
split_feature=45 11 49 34 34 34 133 9 1 2 4 132 1203 1185 50 131 132 132 42 12 133 480 1447 51 51 16 50 160 0 1447
split_gain=1.20119e-10 6.50225e-10 3.56376e-10 1.74451e-10 4.62972e-10 1.94514e-10 4.76885e-10 3.81851e-10 7.87346e-10 3.48988e-10 1.67944e-09 1.21754e-10 3.43899e-09 1.81536e-09 6.93335e-10 1.38632e-10 1.85851e-10 1.25217e-10 1.23824e-10 1.37663e-10 1.19489e-10 1.38472e-09 6.1139e-10 5.39566e-10 1.97763e-09 5.26347e-10 6.95745e-10 4.84181e-10 1.03855e-09 5.01647e-10
threshold=0.094030000000000016 -0.014494999999999999 0.13087000000000001 -0.085739999999999983 -0.14308499999999999 -0.057544999999999992 0.086990000000000012 0.091600000000000015 0.12205500000000001 -1.0000000180025095e-35 0.053180000000000012 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.076979999999999979 -0.26625499999999996 -0.037359999999999997 -0.015274999999999999 0.087075000000000014 0.032270000000000007 0.11191000000000002 0.059120000000000013 0.024995000000000003 0.090050000000000005 -0.079109999999999986 0.11219500000000002 -0.43215499999999996 -0.083914999999999976 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 6 -5 9 -9 10 -7 12 14 -13 15 -11 -17 -15 19 -18 22 23 -19 27 -25 26 -26 28 -22 -29
right_child=2 3 -4 5 -6 7 -8 8 -10 11 -12 13 -14 17 -16 16 18 20 -20 -21 21 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=5.3198115037760185e-07 -4.7213520375066766e-07 1.1228809910335259e-07 1.1768726180673098e-07 5.5917163538630303e-07 -5.0260522625282067e-07 -2.415197399769837e-07 -7.1228051901073286e-08 -7.6090334147238544e-07 6.0600033435775913e-08 1.9114835967393164e-07 9.6750263166356388e-07 -9.1224143985031838e-07 1.2862012420032985e-06 1.9060058713026754e-07 -6.1858390154156951e-07 -2.8090107181154825e-07 -1.0422831451251114e-07 -1.2404460226158888e-08 -1.0173125559731489e-07 2.0696391354652572e-07 1.9017541795562921e-07 8.4851345249603593e-07 -5.6876349624701555e-07 1.0409630523673e-06 -6.8532624368344848e-07 2.27724078234073e-07 1.4878675642648888e-07 2.9904396962129237e-07 -7.8553369841453484e-07 -2.2057522378857179e-08
leaf_weight=23 20 25 21 21 24 27 28 20 28 32 20 22 21 34 20 26 21 1592 51 44 20 20 20 23 20 46 20 52 24 756
leaf_count=23 20 25 21 21 24 27 28 20 28 32 20 22 21 34 20 26 21 1592 51 44 20 20 20 23 20 46 20 52 24 756
internal_value=0 2.26876e-09 -1.70031e-07 -1.71665e-09 -1.88884e-07 1.33229e-09 1.98943e-07 -1.94007e-09 -2.81693e-07 2.67282e-09 2.72958e-07 -1.76272e-09 7.06102e-08 -7.6367e-09 -6.09744e-08 3.11864e-09 -3.92543e-08 -6.10257e-11 1.4908e-08 1.06425e-07 -2.56102e-09 2.49566e-08 -1.93072e-08 7.81703e-09 2.17309e-07 -2.97072e-09 -2.6827e-07 -1.89842e-08 -3.4203e-07 -1.39257e-09
internal_weight=0 3080 41 3057 49 3008 49 2959 48 2911 47 2864 215 2649 194 174 142 2627 116 65 2593 981 1612 961 109 86 40 852 44 808
internal_count=3121 3080 41 3057 49 3008 49 2959 48 2911 47 2864 215 2649 194 174 142 2627 116 65 2593 981 1612 961 109 86 40 852 44 808
is_linear=0
shrinkage=0.1


Tree=9143
num_leaves=31
num_cat=0
split_feature=11 1429 1420 475 471 1429 474 475 157 157 157 156 1429 367 39 156 13 13 52 13 13 3 13 13 42 1453 47 0 1 15
split_gain=1.6017e-10 1.12719e-10 2.23265e-10 2.52785e-10 3.47738e-10 2.95195e-10 5.17292e-10 2.50336e-10 2.994e-10 2.85128e-10 2.06744e-10 1.98423e-10 2.01621e-10 2.3931e-10 2.40362e-10 1.7489e-10 1.80611e-10 7.18325e-10 7.49698e-10 7.07503e-10 7.53753e-10 1.70058e-09 7.94175e-10 6.00996e-10 5.14402e-10 5.07217e-10 5.26017e-10 1.65455e-09 4.24571e-09 3.04025e-09
threshold=-0.072629999999999986 0.12521000000000002 -0.086589999999999986 -0.50059999999999982 0.10338500000000002 0.093705000000000024 0.10401500000000001 -0.24482499999999999 0.11933000000000001 0.099625000000000005 0.084490000000000023 -0.092624999999999985 0.087785000000000016 -0.062109999999999992 -0.020804999999999994 -0.080434999999999993 -0.083364999999999981 -0.081829999999999986 -0.0092699999999999987 -0.081029999999999977 -0.077944999999999987 -0.074479999999999977 -0.07692499999999998 -0.083619999999999986 0.091465000000000005 -0.077764999999999987 0.092165000000000011 -0.10224499999999999 0.10871500000000002 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 -5 9 10 11 -9 13 -13 -15 -16 23 18 -18 -19 21 24 -22 -17 -21 -24 -27 28 -28 -29
right_child=1 -3 3 4 -6 6 -8 8 -10 -11 -12 12 -14 14 15 16 17 19 -20 20 22 -23 25 -25 -26 26 27 29 -30 -31
leaf_value=-2.7523477737780753e-07 -3.2461355988830509e-07 2.3850674409686688e-07 3.5691984294317082e-07 -3.4519243624366764e-07 -4.153672807660769e-07 5.669643874171016e-07 -6.4309340167504299e-08 -2.880499205382137e-07 2.9203474564302009e-07 -2.9446711518189798e-07 2.50016084678326e-07 2.9462006510629284e-07 -2.3443529357791705e-07 -2.6344971989043214e-07 2.9871269788372959e-07 -2.2980539504497731e-08 1.8957665996565949e-08 -4.2594272475230967e-07 6.5179219939339982e-07 1.6933731082247052e-07 -4.932886869646325e-07 8.3166953280687673e-07 4.6610174374942902e-07 -5.7762186926879628e-07 -4.5179187381449991e-07 2.2451489573208259e-08 -1.7672092734244417e-06 9.8218277108012102e-07 2.0558066703794491e-07 -2.4247628423770937e-07
leaf_weight=21 21 20 20 21 20 25 27 24 35 33 33 28 36 34 20 843 39 37 36 40 32 36 24 20 20 1414 20 26 24 92
leaf_count=21 21 20 20 21 20 25 27 24 35 33 33 28 36 34 20 843 39 37 36 40 32 36 24 20 20 1414 20 26 24 92
internal_value=0 1.8722e-09 3.3561e-10 2.56638e-09 2.34343e-10 2.98758e-09 2.39188e-07 -1.15209e-09 1.30034e-09 -2.19527e-09 1.15601e-09 -1.73059e-09 7.05304e-10 3.74482e-09 7.90704e-10 4.09007e-09 1.9101e-09 1.96131e-08 3.22718e-07 6.73324e-09 1.59977e-08 2.8831e-07 -2.06528e-11 -3.58343e-08 -3.77058e-08 9.84471e-09 2.89663e-09 -1.67786e-07 -6.91142e-07 2.73638e-08
internal_weight=0 3100 3080 3059 3039 3019 52 2967 2946 2911 2878 2845 2821 2785 2757 2723 2703 1840 75 1765 1728 96 1632 863 60 1600 1576 162 44 118
internal_count=3121 3100 3080 3059 3039 3019 52 2967 2946 2911 2878 2845 2821 2785 2757 2723 2703 1840 75 1765 1728 96 1632 863 60 1600 1576 162 44 118
is_linear=0
shrinkage=0.1


Tree=9144
num_leaves=31
num_cat=0
split_feature=11 132 1185 1203 16 12 2 2 12 15 43 41 2 33 45 45 1428 473 3 2 0 12 12 0 4 97 34 34 0 1
split_gain=1.29728e-10 1.14984e-10 8.56065e-10 5.07512e-10 1.14213e-10 2.57815e-10 2.61744e-10 2.10037e-10 1.50531e-10 2.43511e-10 1.63428e-10 1.12931e-10 4.41369e-10 4.27624e-10 1.23853e-10 2.08086e-10 1.53992e-10 1.45351e-10 1.47542e-10 5.84021e-10 4.67924e-10 1.3684e-09 1.70276e-09 1.226e-09 4.59563e-10 2.99335e-10 5.01999e-10 2.21935e-10 2.56797e-10 3.58811e-10
threshold=-0.072629999999999986 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.097644999999999996 0.11418000000000002 0.097385000000000013 0.088555000000000009 0.088435000000000014 0.084655000000000022 -0.0090299999999999981 0.088520000000000015 0.097070000000000004 -0.0066799999999999993 0.084355000000000013 0.116775 -0.071779999999999997 -0.072684999999999986 -0.24190499999999995 0.10467500000000002 0.11070500000000001 0.10149500000000002 0.096075000000000008 0.056435000000000006 -0.35136499999999998 -0.084639999999999979 -0.08786999999999999 -0.05547499999999999 -0.0058249999999999994 0.080585000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 8 9 10 -6 13 -13 -4 16 -16 -15 -18 19 -19 23 22 -22 25 -21 -20 -27 -28 -29 -30
right_child=1 2 11 -5 5 -7 -8 -9 -10 -11 -12 12 -14 14 15 -17 17 18 20 24 21 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-2.4771130115585125e-07 1.6917102191390164e-07 6.4316526883582516e-07 3.744300374613145e-07 -4.6565494855599358e-07 -1.1020611934565665e-07 -2.9769391440837012e-07 3.1001161869426145e-07 -3.0992541913595538e-07 2.5021034533975497e-07 -3.4098217273736962e-07 2.8921405828441496e-07 -4.594798486579066e-07 1.2026119387381439e-07 -2.1325015754815898e-07 3.6665110935511318e-07 -6.4384002620326587e-08 2.6948854724651029e-07 2.9191233046449705e-07 -3.837130779515974e-07 -6.1153708046462005e-07 1.1481124312003507e-07 -4.8987251670240535e-07 1.2237603363018935e-06 -7.3184776444241332e-07 2.0910870306423138e-08 4.8027160901979602e-07 -3.0215066173511221e-07 -2.9300217895922406e-09 5.4274964696787723e-07 6.247445810458885e-08
leaf_weight=21 30 21 31 28 21 32 25 24 22 20 20 24 29 34 24 21 20 21 20 27 45 20 20 23 20 22 24 2342 20 70
leaf_count=21 30 21 31 28 21 32 25 24 22 20 20 24 29 34 24 21 20 21 20 27 45 20 20 23 20 22 24 2342 20 70
internal_value=0 1.6752e-09 7.02416e-09 -6.76685e-08 -1.02271e-08 -4.30438e-08 1.86895e-08 -4.93764e-08 2.59631e-08 -5.4913e-08 8.4633e-08 2.34828e-09 -1.42263e-07 5.08167e-09 9.52636e-10 1.65501e-07 -1.76169e-09 9.07425e-10 -1.10141e-09 -1.46517e-07 2.693e-09 2.33462e-07 4.56026e-07 -5.08779e-09 -3.4241e-07 1.60376e-09 4.71366e-09 4.53778e-10 3.44001e-09 1.69202e-07
internal_weight=0 3100 2878 222 194 164 132 107 83 61 41 2857 53 2804 2773 45 2728 2694 2674 68 2606 85 65 2521 47 2498 2478 2456 2432 90
internal_count=3121 3100 2878 222 194 164 132 107 83 61 41 2857 53 2804 2773 45 2728 2694 2674 68 2606 85 65 2521 47 2498 2478 2456 2432 90
is_linear=0
shrinkage=0.1


Tree=9145
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 12 48 132 15 448 1348 47 10 33 47 44 47 47 49 43 133 131 2 47 47 1419 12 1452 1420 50 50
split_gain=1.17267e-10 3.21983e-09 1.69646e-09 6.48847e-10 1.36071e-10 2.12895e-10 1.90727e-10 1.32164e-10 1.09453e-10 2.14029e-10 1.64339e-10 1.68802e-09 1.32701e-09 5.24933e-10 2.89975e-10 8.57049e-10 2.77462e-10 2.13038e-10 3.03458e-10 3.05644e-10 1.96038e-10 1.60974e-10 2.48143e-10 1.53598e-10 1.74921e-10 9.67358e-10 2.2369e-10 1.84343e-10 1.76797e-10 4.45908e-10
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.11527000000000001 0.086035000000000014 -0.41127499999999995 -0.093959999999999988 0.068920000000000023 0.093335000000000015 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.097970000000000015 0.099360000000000018 0.10254000000000001 0.091210000000000013 -0.013914999999999999 -0.11180499999999999 0.090665000000000009 0.095715000000000008 0.11704500000000001 0.11774000000000001 0.088195000000000009 0.086505000000000012 0.096395000000000022 -0.073879999999999987 -0.082399999999999987 0.13276000000000002 0.13767000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -8 9 10 12 -12 -4 -13 15 -15 23 -17 -19 20 21 22 -20 24 26 -26 -14 -28 -29 -30
right_child=2 -3 8 -5 -6 -7 7 -9 -10 -11 11 13 16 14 -16 17 -18 18 19 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=3.0534565212292367e-07 -8.8012786198470916e-07 1.2479377465708586e-06 -6.6875636065333318e-07 -5.9436655931222059e-07 2.4542556915429532e-07 -3.2195577986049971e-07 -2.6288396959728293e-07 1.969227080659645e-08 -2.3177007278718521e-07 3.0680478076923778e-07 9.5830203093782996e-07 -4.4022405087199944e-07 3.0607790148204243e-07 6.6404927998104071e-07 -2.7306794959258697e-07 2.9843080972350815e-07 3.6224908296303295e-07 -3.6651378727144266e-07 -2.2145312525171079e-08 3.8502270902946682e-07 -2.842208046397824e-07 -1.9012464667866879e-07 3.480192062894545e-07 -2.1707846727711957e-07 4.5712645121567196e-07 -3.4225265774049758e-07 -2.8303018666520076e-07 -8.717725573559166e-09 5.2143471962877325e-07 -5.9778427767427767e-08
leaf_weight=20 22 21 30 20 21 21 20 96 20 23 20 24 23 23 25 24 21 22 55 21 24 25 27 33 41 24 24 2296 22 33
leaf_count=20 22 21 30 20 21 21 20 96 20 23 20 24 23 23 25 24 21 22 55 21 24 25 27 33 41 24 24 2296 22 33
internal_value=0 7.05567e-08 -5.32973e-09 -5.4317e-08 6.36268e-09 -2.56139e-08 2.01448e-08 -2.90278e-08 1.35276e-09 2.98299e-09 5.19858e-10 7.18473e-08 -7.60145e-09 6.18401e-09 4.9736e-08 8.62523e-08 2.78827e-10 1.91345e-08 -1.93892e-08 3.08526e-08 -2.59228e-08 3.20132e-08 9.97381e-08 -2.7666e-09 1.04818e-10 1.61971e-07 -4.28272e-09 -7.28831e-09 -4.47343e-09 1.72707e-07
internal_weight=0 219 2902 198 178 157 136 116 2880 2860 2837 290 2547 270 246 221 2517 198 174 152 131 107 82 2496 2463 65 2398 2375 2351 55
internal_count=3121 219 2902 198 178 157 136 116 2880 2860 2837 290 2547 270 246 221 2517 198 174 152 131 107 82 2496 2463 65 2398 2375 2351 55
is_linear=0
shrinkage=0.1


Tree=9146
num_leaves=31
num_cat=0
split_feature=104 11 33 47 47 47 3 393 1453 51 160 3 47 47 16 15 483 148 447 131 131 131 1447 130 42 400 3 12 131 160
split_gain=1.1655e-10 2.11031e-10 2.12747e-10 1.33279e-10 1.07744e-09 1.04099e-09 1.33874e-09 2.08862e-10 2.0878e-10 2.91668e-10 2.07333e-10 2.57671e-10 2.97599e-10 3.69812e-10 2.5515e-10 2.33312e-10 1.82877e-10 1.56239e-10 2.21747e-10 1.32487e-10 1.94906e-10 7.16489e-10 8.68993e-10 7.03371e-10 1.12926e-09 1.10497e-09 6.40625e-10 9.19131e-10 4.21931e-10 3.40924e-10
threshold=0.088500000000000009 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.096475000000000019 0.089785000000000018 -0.079379999999999992 0.12679500000000002 -1.0000000180025095e-35 -0.41904999999999998 -0.081399999999999986 -0.088784999999999989 0.10843500000000002 0.11596500000000001 -0.092124999999999985 -0.076244999999999993 0.087175000000000016 -0.10069499999999999 0.094580000000000011 0.13767000000000004 0.090690000000000007 0.08956500000000002 0.059120000000000013 0.08610000000000001 -0.088934999999999986 -0.087679999999999994 -0.072894999999999988 -0.07415999999999999 0.088315000000000018 -0.55248999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 7 -7 17 -6 -10 16 -12 14 -14 -13 -15 -11 -4 19 20 21 22 28 25 -25 -22 -27 -28 29 -19
right_child=-2 2 3 4 8 6 -8 -9 9 10 11 12 13 15 -16 -17 -18 18 -20 -21 23 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=2.9107395835126227e-07 -2.195109232753604e-07 -2.8011288409120254e-07 2.1570818186470813e-07 7.5533204749046404e-07 3.2617973552362403e-07 6.6818455053407895e-08 -1.0902198071960357e-06 2.8428152358646213e-07 -3.6664884871264632e-07 1.1182078729632395e-08 -1.3834766878000723e-07 6.0613414603949428e-07 -2.9349258542109827e-07 -3.4578424544105401e-08 1.5082142610367557e-07 3.1820386948535738e-07 -3.4978888305658988e-07 -3.0640339696802607e-07 -2.7823573722391054e-07 -2.4453458267585535e-07 7.8736959653724632e-07 -5.192429870038285e-07 4.796218699940144e-07 -8.3226714696849059e-07 1.7586722418627688e-07 -5.0545836076737501e-08 -1.2746027957819612e-08 7.9348334234798404e-07 4.171758371099891e-07 -8.132812004017572e-09
leaf_weight=25 24 27 33 21 20 20 20 26 21 32 46 20 26 37 32 38 25 39 29 22 25 27 37 20 25 123 31 26 23 2201
leaf_count=25 24 27 33 21 20 20 20 26 21 32 46 20 26 37 32 38 25 39 29 22 25 27 37 20 25 123 31 26 23 2201
internal_value=0 1.71061e-09 -6.44239e-10 1.83381e-09 6.30992e-08 -5.31046e-09 -5.11701e-07 2.22792e-09 1.41535e-08 -8.37548e-09 2.10141e-08 6.91785e-08 1.31572e-07 3.15004e-08 3.25942e-07 1.44165e-07 -1.47139e-07 -5.27962e-10 -3.24326e-09 -1.74852e-10 1.91126e-09 -7.10295e-09 -1.09087e-09 8.58155e-08 -2.72192e-07 1.64403e-07 7.78795e-08 3.55008e-07 -8.95051e-09 -1.33259e-08
internal_weight=0 3097 3072 3045 318 2727 40 2687 297 277 256 199 153 101 52 75 57 2661 2628 2599 2577 2327 2300 250 45 205 180 57 2263 2240
internal_count=3121 3097 3072 3045 318 2727 40 2687 297 277 256 199 153 101 52 75 57 2661 2628 2599 2577 2327 2300 250 45 205 180 57 2263 2240
is_linear=0
shrinkage=0.1


Tree=9147
num_leaves=31
num_cat=0
split_feature=11 33 160 483 479 479 479 480 2 2 399 1209 130 12 1 0 15 481 4 0 47 43 43 12 43 403 4 1 133 1210
split_gain=1.27539e-10 1.3659e-10 1.15307e-10 1.97582e-10 2.70365e-10 1.47813e-10 3.45912e-10 2.14671e-10 1.83835e-10 1.29119e-09 1.05216e-09 6.11639e-10 7.85762e-10 4.21487e-10 3.53347e-09 5.18378e-09 3.3154e-09 1.71742e-09 1.63078e-09 7.42357e-10 4.80498e-10 4.12673e-10 1.12919e-09 1.17052e-09 1.12282e-09 5.0603e-10 1.11369e-09 7.24145e-10 1.44357e-09 4.16474e-10
threshold=-0.072629999999999986 -0.044254999999999996 0.62940000000000007 -0.47181499999999993 0.11469500000000001 0.10713500000000002 0.097110000000000016 0.10272000000000002 0.084415000000000004 0.084245000000000014 0.091580000000000009 -0.087714999999999987 0.0053350000000000003 0.083715000000000026 0.092695000000000013 -0.10096999999999999 -0.042209999999999991 -0.085629999999999984 -0.074729999999999977 -0.088544999999999985 0.094160000000000008 -0.011694999999999999 -0.0087399999999999995 0.085110000000000005 -0.018859999999999998 -1.0000000180025095e-35 -0.076229999999999978 0.094220000000000012 -0.12788999999999998 -0.053799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 9 10 11 -5 13 14 16 -16 -13 -15 19 -18 -17 24 -23 -24 29 26 -25 28 -27 -19
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 -12 12 -14 17 15 20 18 21 -20 -21 -22 22 23 25 -26 27 -28 -29 -30 -31
leaf_value=-2.45601386051844e-07 2.5584194179914667e-07 3.1482294616580474e-07 -2.3358592094219992e-07 5.4666452896867669e-07 -3.5808886255359712e-07 2.6022758044580938e-07 -4.1441736200908966e-07 2.3592926776216656e-07 -1.6661947310282644e-08 7.9439131636408167e-07 6.8585109110462445e-07 -1.7446738337412172e-06 -4.9108968922113989e-07 7.9003727061414499e-07 1.6461716213489993e-06 3.3521347320153441e-08 -2.0533997826532869e-07 -4.0691526294267531e-07 4.2792550283882688e-07 -1.0365668538787015e-06 -5.0168944625283991e-07 -6.6636834816335977e-07 6.7966935623851245e-07 5.9428786743056771e-07 8.0764950013190177e-07 3.6527251486754369e-08 -3.4193407607574503e-07 5.4325802322375197e-08 -1.0172452850663551e-06 6.5154788958073357e-08
leaf_weight=21 21 20 21 20 21 22 20 39 2052 22 23 20 33 30 21 104 21 20 22 22 20 30 22 27 20 26 24 46 26 285
leaf_count=21 21 20 21 20 21 22 20 39 2052 22 23 20 33 30 21 104 21 20 22 22 20 30 22 27 20 26 24 46 26 285
internal_value=0 1.67182e-09 -6.17202e-11 1.54195e-09 -5.20471e-10 1.9684e-09 7.13417e-11 2.85782e-09 -2.38156e-10 3.78858e-08 1.85783e-08 2.85943e-10 -1.30566e-08 7.01345e-09 -1.06842e-07 1.93255e-07 -6.18773e-07 5.4112e-08 -2.72342e-07 -6.30619e-07 -5.2803e-08 1.21391e-08 -1.00491e-07 -1.21404e-09 8.17963e-08 -1.01747e-07 1.53713e-07 -2.34691e-07 -4.90359e-07 3.41994e-08
internal_weight=0 3100 3079 3058 3038 3017 2995 2975 2936 884 862 839 819 786 230 145 85 556 65 43 124 526 201 171 325 149 51 98 52 305
internal_count=3121 3100 3079 3058 3038 3017 2995 2975 2936 884 862 839 819 786 230 145 85 556 65 43 124 526 201 171 325 149 51 98 52 305
is_linear=0
shrinkage=0.1


Tree=9148
num_leaves=31
num_cat=0
split_feature=142 11 33 151 160 2 16 2 1374 150 160 1374 42 15 2 4 43 374 3 15 150 10 2 15 3 159 3 0 475 2
split_gain=1.17906e-10 3.16739e-10 1.79038e-10 1.35968e-10 6.92115e-10 8.49654e-10 1.24914e-09 7.07926e-10 4.03923e-10 1.86087e-10 1.42949e-09 7.92459e-10 7.28048e-10 1.5109e-09 3.02344e-09 1.4399e-09 6.78689e-10 1.79533e-10 2.78794e-10 4.21357e-10 3.74228e-10 2.53681e-10 3.25414e-10 2.09885e-09 2.273e-10 6.91532e-10 8.4999e-10 5.63437e-10 4.05365e-10 4.14702e-10
threshold=-0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.056735000000000001 -0.077459999999999987 0.091265000000000013 -0.011989999999999999 0.11177500000000001 -0.096434999999999979 0.090480000000000019 0.090980000000000019 0.089635000000000006 0.083995000000000014 -0.026084999999999994 0.10644500000000001 -0.0083799999999999986 -0.08076499999999999 0.08987500000000001 0.31299000000000005 -0.09095499999999998 0.087865000000000013 1.0000000180025095e-35 -0.0050599999999999994 -0.10203999999999998 0.0051600000000000005 0.10545500000000001 0.088060000000000013 -0.069824999999999984 -0.081629999999999994 0.085785000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 -5 6 -6 -7 -4 11 12 17 13 14 -11 -14 -17 18 20 -20 21 22 23 -10 -24 26 27 -26 -28 -30
right_child=1 2 3 4 5 7 -8 -9 9 10 -12 -13 15 -15 -16 16 -18 -19 19 -21 -22 -23 24 -25 25 -27 28 -29 29 -31
leaf_value=2.2078917491323106e-07 -3.3652638222747558e-07 -2.6517850051277491e-07 -3.5431421760989681e-07 -3.9647509607754688e-07 1.132857060994752e-06 -3.2322056256361978e-07 2.8593826295080019e-08 3.1746509998075616e-07 9.5387310281580552e-07 -1.0463672983007655e-06 8.9857383066771491e-07 -6.3053265762391676e-07 -9.2584738297995553e-07 8.9152993906361147e-07 5.2097023974795318e-07 3.7699586645713086e-07 -3.5040543646959045e-07 2.4453378434448798e-07 -4.0669819393694228e-08 -5.8698573297988336e-07 3.9681522521206605e-07 -2.7124111341817402e-07 -1.1918218394860199e-08 -2.6753084896694525e-07 2.5166069401211119e-07 -4.1059541121057918e-07 4.0262094351817269e-07 8.941170545995192e-07 -4.1126809259139916e-07 3.8463047583572835e-08
leaf_weight=24 28 25 32 23 20 35 21 34 24 20 20 20 21 23 32 29 23 30 48 20 24 34 2226 34 43 25 24 20 25 114
leaf_count=24 28 25 32 23 20 35 21 34 24 20 20 20 21 23 32 29 23 30 48 20 24 34 2226 34 43 25 24 20 25 114
internal_value=0 -1.71543e-09 1.33922e-09 3.52809e-09 1.02404e-07 2.06716e-07 5.67259e-07 -7.52038e-09 -9.8944e-10 2.93775e-09 1.05066e-07 -3.39112e-09 -2.16452e-09 2.16652e-07 -8.18519e-08 -2.26976e-07 5.52607e-08 1.26991e-09 -1.47264e-09 -2.01351e-07 3.76906e-09 9.71612e-11 3.73641e-09 2.37878e-07 -1.7461e-09 8.84656e-08 1.43671e-07 4.55615e-07 2.31042e-08 -4.24238e-08
internal_weight=0 3097 3069 3044 133 110 41 69 2911 2879 168 2711 148 75 52 73 52 2691 2661 68 2593 2569 2535 58 2477 251 226 63 163 139
internal_count=3121 3097 3069 3044 133 110 41 69 2911 2879 168 2711 148 75 52 73 52 2691 2661 68 2593 2569 2535 58 2477 251 226 63 163 139
is_linear=0
shrinkage=0.1


Tree=9149
num_leaves=31
num_cat=0
split_feature=147 142 11 9 2 9 147 447 47 47 47 47 47 3 1456 47 3 47 456 1366 150 48 457 447 132 1 132 1203 1374 0
split_gain=1.1401e-10 3.05533e-10 2.57743e-10 1.73385e-10 4.09484e-10 3.7028e-10 1.41004e-10 1.6864e-10 1.47009e-10 3.96779e-10 1.75671e-10 6.36485e-10 4.36424e-10 3.54787e-10 6.01197e-10 1.80911e-10 3.84624e-10 3.42792e-10 1.83875e-10 1.7659e-10 2.46063e-10 1.89784e-10 4.042e-10 1.74179e-10 1.87627e-10 4.62368e-09 1.68553e-09 9.49297e-10 1.65683e-10 2.14335e-10
threshold=0.11204500000000002 -0.057499999999999989 -1.0000000180025095e-35 0.091600000000000015 -0.15339499999999998 0.085555000000000006 0.095485000000000014 0.09227500000000001 0.11939500000000002 0.12794000000000003 0.092165000000000011 0.096475000000000019 0.090100000000000013 0.097915000000000016 -0.00059999999999999995 0.10843500000000002 -0.079379999999999992 0.11596500000000001 0.086265000000000022 -0.082814999999999986 -0.096799999999999983 0.12879500000000002 0.41022000000000008 0.089095000000000021 -0.083284999999999984 0.089475000000000013 -0.076764999999999986 0.086700000000000013 -0.096434999999999979 -0.15599999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 8 10 -10 12 -12 19 14 -13 16 18 -17 -16 -4 -21 22 23 24 25 27 -26 -22 -28 -30
right_child=-2 2 3 4 -6 -7 -8 -9 9 -11 11 13 -14 -15 15 17 -18 -19 -20 20 21 -23 -24 -25 26 -27 28 -29 29 -31
leaf_value=3.9126406079503797e-07 -2.1712322186099677e-07 -3.028737765475853e-07 2.7687408511976332e-07 5.5394131801096655e-08 -5.3277535144502514e-07 4.1371083728914865e-07 2.1072629223795048e-07 -2.8269325758585527e-07 4.8525075491714072e-07 1.2618045730779414e-08 -4.8617655549525601e-07 -5.5044438017727193e-07 4.5874482073789599e-07 3.8227066340823512e-07 8.6612426619287114e-08 -3.4479777655249677e-07 3.5210311780294511e-07 1.4404299690795598e-07 -3.0192917000433571e-07 -2.7275628147463345e-07 1.1363725807963681e-09 -2.8385775912600211e-07 4.1312702947493563e-07 -2.7936466341057811e-07 -9.1858959696544682e-07 1.3949480623942634e-06 -2.5784246796926408e-07 -7.1987207015294672e-07 1.444056055011597e-07 -6.5070444255391494e-10
leaf_weight=20 24 28 23 29 20 22 32 21 23 78 34 22 21 20 29 32 36 26 21 33 140 23 24 22 20 24 24 21 107 2122
leaf_count=20 24 28 23 29 20 22 32 21 23 78 34 22 21 20 29 32 36 26 21 33 140 23 24 22 20 24 24 21 107 2122
internal_value=0 1.67434e-09 -8.5793e-10 1.91558e-09 -1.84675e-07 4.96323e-09 1.9436e-09 -3.24232e-10 1.70303e-09 1.20247e-07 -2.53669e-09 -8.83446e-08 4.71283e-09 -1.56227e-08 -6.35616e-08 1.08233e-08 1.02872e-07 -1.25662e-07 -7.6575e-08 1.02151e-09 -1.45685e-09 2.08604e-09 4.71252e-09 7.60122e-10 3.26734e-09 1.00111e-07 -4.61478e-09 -9.29082e-08 3.49862e-09 6.31252e-09
internal_weight=0 3097 3077 3049 49 3000 2978 2946 2925 101 2824 220 2604 186 166 144 86 58 50 2583 2560 2527 2504 2480 2458 185 2273 161 2253 2229
internal_count=3121 3097 3077 3049 49 3000 2978 2946 2925 101 2824 220 2604 186 166 144 86 58 50 2583 2560 2527 2504 2480 2458 185 2273 161 2253 2229
is_linear=0
shrinkage=0.1


Tree=9150
num_leaves=31
num_cat=0
split_feature=394 132 43 128 12 401 401 16 1209 2 1212 1210 3 403 2 403 42 403 403 15 403 43 43 42 1447 1456 1453 159 52 394
split_gain=1.36111e-10 2.40601e-09 3.2749e-09 1.38512e-10 2.52893e-10 1.39696e-10 1.52437e-10 5.08273e-10 2.92976e-10 1.18833e-09 4.04439e-10 1.88929e-09 1.32855e-09 3.54369e-10 1.06484e-09 3.29335e-10 2.23381e-10 1.90073e-10 6.17654e-10 9.26416e-10 5.5467e-10 4.63028e-10 6.70394e-10 3.83463e-10 2.95078e-10 1.12146e-09 5.90879e-10 5.85548e-10 2.62437e-10 2.09737e-10
threshold=1.0000000180025095e-35 -0.083284999999999984 -0.010344999999999998 0.11170500000000001 0.11418000000000002 0.13837000000000002 0.11769000000000002 -0.082039999999999988 -0.084519999999999984 0.080205000000000012 -0.089544999999999986 -0.21410999999999997 -0.078724999999999976 -0.5335399999999999 0.084755000000000011 -0.52336499999999997 0.084535000000000013 -0.090774999999999981 -0.085729999999999987 0.084655000000000022 -0.092894999999999991 0.055925000000000009 -0.0017249999999999998 0.079510000000000011 -0.086279999999999982 -1.0000000180025095e-35 -0.087504999999999986 -0.092414999999999983 0.084240000000000023 -0.12099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 8 -8 9 -1 12 -12 16 14 -13 -15 -10 20 19 -19 21 22 23 -17 25 -20 -26 -27 -25 -28
right_child=1 2 -4 4 -6 -7 7 -9 10 -11 11 13 -14 15 -16 17 -18 18 24 -21 -22 -23 -24 28 26 27 29 -29 -30 -31
leaf_value=3.4389426749233585e-07 9.9593985798106672e-07 -1.0237788902461236e-06 4.6125372009417775e-07 3.7035029447743469e-09 -4.1438498137796638e-07 -2.6377551847645009e-07 5.2405782432050847e-07 -9.638335262523822e-08 -2.7004271695811137e-07 -6.3037532563905723e-07 -9.0647961710403819e-07 -1.4696565913522243e-07 8.4739771987566808e-07 -3.5608629879937747e-07 6.7042931092942129e-07 -2.7249560766559204e-08 1.2606136254232428e-07 -2.4409770186426424e-08 8.3948756216756234e-07 -8.3981878343696401e-07 5.9247658285244148e-07 4.7345984852272106e-07 -4.7193691059461617e-07 5.8944113021652813e-07 -4.5426116853691232e-07 2.7546023301881996e-07 2.7706275481612599e-07 -2.7968221490338786e-07 8.3290042934571665e-08 -3.3387747879333878e-09
leaf_weight=21 23 27 33 39 23 20 23 31 24 31 23 34 24 26 30 112 35 38 20 22 20 22 27 20 29 38 27 38 21 2220
leaf_count=21 23 27 33 39 23 20 23 31 24 31 23 34 24 26 30 112 35 38 20 22 20 22 27 20 29 38 27 38 21 2220
internal_value=0 1.26337e-07 -2.07011e-07 -3.45912e-09 -1.51394e-07 -3.77148e-10 1.40498e-09 1.67879e-07 -1.69274e-09 -2.3692e-07 2.59913e-09 -3.92524e-09 2.20104e-07 3.6399e-09 2.36188e-07 -1.91349e-09 -3.50657e-08 1.55617e-09 -6.52929e-09 -3.23393e-07 9.0132e-08 4.0395e-08 -1.25352e-08 6.85357e-08 1.48582e-09 1.73222e-07 -5.75789e-09 -2.11099e-09 3.30193e-07 3.0536e-11
internal_weight=0 83 60 3038 62 2976 2956 54 2902 52 2850 2767 83 2744 64 2680 59 2654 2432 60 222 202 180 153 2372 96 2276 76 41 2247
internal_count=3121 83 60 3038 62 2976 2956 54 2902 52 2850 2767 83 2744 64 2680 59 2654 2432 60 222 202 180 153 2372 96 2276 76 41 2247
is_linear=0
shrinkage=0.1


Tree=9151
num_leaves=31
num_cat=0
split_feature=132 1185 1203 46 45 11 104 33 9 3 41 12 106 9 151 151 0 4 1374 0 43 43 43 51 0 150 376 158 42 42
split_gain=1.46608e-10 1.02068e-09 3.18855e-10 1.38424e-10 1.37719e-10 7.441e-10 1.92829e-10 1.72209e-10 2.38649e-10 7.81611e-10 2.79213e-10 6.11745e-10 1.62422e-10 2.31009e-10 1.59316e-10 6.45386e-10 5.5132e-10 6.35459e-10 3.08874e-10 1.8942e-10 1.83181e-10 1.20225e-09 6.24664e-10 1.41917e-09 1.64407e-09 5.28687e-10 4.49489e-10 4.32417e-10 5.93541e-10 1.02775e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.052299999999999992 0.094030000000000016 -0.014494999999999999 0.086600000000000024 -0.044254999999999996 0.088235000000000022 -0.13309499999999996 0.086565000000000017 0.08486500000000001 0.089100000000000026 -0.013509999999999999 0.056735000000000001 0.084990000000000024 -0.09595999999999999 -0.012164999999999999 -0.096434999999999979 -0.14832499999999996 -0.082389999999999977 -0.08287499999999999 -0.081374999999999989 -0.085734999999999992 -0.082844999999999988 0.10874500000000002 -1.0000000180025095e-35 0.10667500000000002 0.084435000000000024 0.083595000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 7 -7 10 -10 12 -12 13 -9 18 -16 19 -18 -15 -17 21 25 23 -22 -25 26 -20 28 29 -28
right_child=1 3 -4 4 -6 6 -8 8 9 -11 11 -13 -14 14 15 16 17 -19 20 -21 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-3.2793462805292404e-08 7.0062910167291105e-07 -2.6123922751253305e-07 -3.9378188034788767e-07 5.7167362913067232e-07 -1.943842075239185e-07 2.9526543556812615e-07 -2.9433902865734627e-07 2.4416286962401173e-07 2.7422192300177598e-07 -5.0171688099751198e-07 6.3643259150839269e-07 -4.4334090585890057e-08 -2.7025089941255164e-07 -3.1519926126932777e-07 6.1496016991484458e-07 -5.8404529686602781e-08 -1.039484008317466e-07 5.596341759849532e-07 -4.6748054856493585e-07 -4.8314021904886996e-07 4.1174071494509692e-07 7.8627625901801719e-07 -7.188233717022116e-09 -1.0104627675087668e-06 1.3855421556741022e-07 4.4306813019748663e-07 2.3088891690101821e-08 -3.379607289671736e-07 1.7327609933161839e-07 -4.7167860097729889e-07
leaf_weight=194 21 20 28 23 35 20 22 39 21 34 22 33 22 32 21 21 31 27 20 21 20 21 1675 33 20 28 335 33 201 48
leaf_count=194 21 20 28 23 35 20 22 39 21 34 22 33 22 32 21 21 31 27 20 21 20 21 1675 33 20 28 335 33 201 48
internal_value=0 5.99532e-09 -7.83235e-08 9.26763e-10 2.76137e-09 5.20562e-09 5.52486e-10 2.88784e-09 7.67626e-10 -2.05449e-07 4.96368e-09 2.27973e-07 3.31697e-10 2.59857e-09 -1.0431e-09 1.10987e-07 5.15283e-09 2.04961e-07 -6.54012e-09 -2.70772e-07 -2.48216e-09 4.13092e-08 -1.9668e-08 -3.06019e-07 -5.76871e-07 1.77839e-08 -9.09911e-10 1.42139e-08 3.41142e-08 -3.89185e-08
internal_weight=0 2899 222 2878 2858 2823 2800 2778 2758 55 2703 55 2648 2626 2587 121 100 58 2466 42 2434 686 1748 73 53 665 637 617 584 383
internal_count=3121 2899 222 2878 2858 2823 2800 2778 2758 55 2703 55 2648 2626 2587 121 100 58 2466 42 2434 686 1748 73 53 665 637 617 584 383
is_linear=0
shrinkage=0.1


Tree=9152
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 2 4 43 12 1204 46 147 147 48 150 45 11 12 97 374 104 34 123 9 2 16 13 147 2 148 43
split_gain=1.1874e-10 8.26759e-10 2.58272e-10 1.17462e-10 4.39509e-10 2.10169e-10 2.38107e-10 2.05311e-10 1.33589e-10 1.1212e-10 1.14003e-10 1.28057e-10 5.85846e-10 1.98848e-10 2.15256e-10 7.07405e-10 1.77669e-10 1.69641e-10 4.52445e-10 4.22623e-10 2.71341e-10 8.18075e-10 6.9527e-10 3.91454e-10 1.08213e-09 2.51493e-10 2.39004e-10 2.35695e-10 2.13272e-10 1.99707e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.096010000000000012 0.10136500000000002 0.010840000000000001 -0.0051099999999999991 0.10911500000000002 -0.084344999999999989 -0.052299999999999992 0.11204500000000002 0.092070000000000013 -0.075224999999999986 -0.15178999999999995 0.094030000000000016 -0.014494999999999999 -0.14757499999999998 -0.086464999999999986 0.08987500000000001 0.077525000000000011 -0.057544999999999992 0.084660000000000013 0.091600000000000015 -1.0000000180025095e-35 -0.056919999999999991 -0.42195999999999995 0.086575000000000013 0.11177500000000001 -0.081219999999999987 -0.077319999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 8 -5 -1 -3 11 13 -13 -11 15 -15 -17 -18 19 20 21 -19 23 24 -22 27 28 -25 -27 -28
right_child=1 9 -4 7 -6 -7 -8 -9 -10 10 -12 12 -14 14 -16 16 17 18 -20 -21 22 -23 -24 25 -26 26 29 -29 -30 -31
leaf_value=-9.9589656343823673e-08 6.3056626881266964e-07 -2.3511530287123607e-07 -3.5440375256712287e-07 -8.9098679723065291e-08 -4.6899178940407182e-07 2.9645857857474311e-07 -2.6617300875386717e-07 2.844716003583666e-07 2.1010360929570502e-07 2.7138712697352377e-07 -2.2965697407276562e-07 -1.4595150013008152e-07 5.3518462630850274e-07 5.7991169775223611e-07 -2.5518590353551023e-07 -1.9340973902437498e-07 -2.8238370477072836e-07 6.8347029750529235e-07 4.0280584110113139e-07 -4.4812403892197361e-07 -2.1640623742769094e-07 -1.6075528398810473e-07 -4.8889536244665773e-07 -1.4421577532175436e-09 8.1138798855190107e-07 2.6770158294839936e-07 -2.6114172376660113e-08 -4.8111156235650235e-07 3.684580274892219e-09 -4.3063808398667044e-07
leaf_weight=26 21 20 28 31 24 20 35 28 30 27 21 28 23 21 33 48 21 22 28 21 20 24 29 20 21 31 26 21 2350 23
leaf_count=26 21 20 28 31 24 20 35 28 30 27 21 28 23 21 33 48 21 22 28 21 20 24 29 20 21 31 26 21 2350 23
internal_value=0 5.39188e-09 -7.04913e-08 -2.95142e-08 -8.09549e-08 2.94499e-09 -6.15635e-08 8.81889e-08 6.63175e-08 8.30145e-10 2.48127e-09 4.1996e-09 1.61228e-07 1.32507e-09 -1.31779e-09 1.75544e-09 -2.73302e-09 7.11652e-10 2.96696e-09 -1.32578e-09 2.30111e-09 2.43005e-07 -2.05638e-09 3.56398e-09 3.10025e-07 -1.52097e-09 2.62299e-09 -2.47126e-07 7.12201e-09 -2.15993e-07
internal_weight=0 2899 222 194 135 111 91 59 56 2878 2858 2837 51 2786 2759 2726 2705 2657 2636 2608 2587 46 2541 2512 41 2471 2430 41 2381 49
internal_count=3121 2899 222 194 135 111 91 59 56 2878 2858 2837 51 2786 2759 2726 2705 2657 2636 2608 2587 46 2541 2512 41 2471 2430 41 2381 49
is_linear=0
shrinkage=0.1


Tree=9153
num_leaves=31
num_cat=0
split_feature=11 43 1210 43 1213 12 12 1212 43 13 43 0 132 1211 1186 1211 51 2 403 47 0 0 403 0 12 13 15 13 1213 1212
split_gain=1.5935e-10 1.31132e-10 1.01424e-09 5.48674e-10 5.44611e-10 7.63218e-10 5.47636e-10 4.98348e-10 4.55564e-10 1.15438e-09 7.94336e-10 4.34607e-10 3.75932e-10 4.94994e-09 3.58923e-09 7.61496e-10 3.32849e-10 1.11177e-09 3.21704e-10 2.74573e-10 4.49194e-10 4.93729e-10 3.49851e-10 5.44617e-10 2.67737e-10 5.31101e-10 3.5971e-10 2.75348e-10 2.07976e-10 2.13195e-09
threshold=-0.072629999999999986 0.0034250000000000005 -0.064799999999999983 1.0000000180025095e-35 -0.0057349999999999996 0.097575000000000009 0.096075000000000008 -0.088629999999999987 0.055925000000000009 -0.06977499999999999 0.064745000000000011 -0.07929499999999999 -0.083284999999999984 0.11048500000000001 1.0000000180025095e-35 0.087635000000000005 0.035765000000000012 0.095195000000000016 -0.080194999999999975 0.082095000000000015 -0.11242999999999999 -0.10096999999999999 -0.014954999999999998 -0.09515499999999999 0.090695000000000012 -0.033284999999999988 0.092145000000000019 -0.039649999999999998 -0.090764999999999985 -0.089544999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 12 5 6 7 -4 9 -6 -10 -11 14 15 18 28 19 -18 -2 20 -12 -22 -23 -24 27 26 -26 -25 -14 -30
right_child=1 2 4 -5 8 -7 -8 -9 10 11 16 -13 13 -15 -16 -17 17 -19 -20 -21 21 22 23 24 25 -27 -28 -29 29 -31
leaf_value=-2.7453779020718341e-07 2.9335818159855383e-08 -6.1810927600790508e-07 -1.1127022919562739e-07 4.1647173954074931e-07 -8.2241260770388189e-07 6.8873877392405811e-07 -4.0740119981563795e-07 4.6641064663788259e-07 5.0582915028590598e-07 3.470553208119652e-07 3.4907537830185397e-07 -2.8895091242537262e-07 -1.2826343151382182e-07 -1.5305584473220995e-06 1.3961708532406193e-06 5.9706752479500702e-07 -7.3909341613041479e-07 2.5261539008170078e-07 -4.0386262503133711e-07 -2.6233270000958354e-07 -4.8159713418013697e-07 -3.5120340087437609e-07 5.6168253422583806e-07 -3.6996948215535971e-07 6.5339494339934304e-07 -1.8001762489561204e-07 6.8090703496723326e-08 7.0216463951864071e-08 8.7971687930478633e-07 1.6840672757767229e-09
leaf_weight=21 60 29 28 33 26 24 20 32 27 21 36 22 110 21 20 22 26 20 24 39 22 22 20 30 21 32 21 27 28 2237
leaf_count=21 60 29 28 33 26 24 20 32 27 21 36 22 110 21 20 22 26 20 24 39 22 22 20 30 21 32 21 27 28 2237
internal_value=0 1.85858e-09 -4.26733e-08 1.13576e-08 -1.03329e-08 1.94147e-07 4.57694e-08 1.96826e-07 -6.19491e-08 -2.96398e-07 -1.47859e-08 2.16568e-08 6.05669e-09 -1.95033e-09 1.9222e-07 1.14417e-08 -5.92688e-08 -3.07916e-07 -9.44352e-08 -1.69068e-08 2.45288e-08 -3.53875e-08 2.13559e-08 7.56361e-08 1.43049e-09 1.269e-07 3.60743e-07 -1.6146e-07 6.01699e-09 1.25383e-08
internal_weight=0 3100 545 2555 516 104 80 60 412 69 343 43 2522 2418 104 2397 316 46 84 270 231 195 173 151 131 74 42 57 2375 2265
internal_count=3121 3100 545 2555 516 104 80 60 412 69 343 43 2522 2418 104 2397 316 46 84 270 231 195 173 151 131 74 42 57 2375 2265
is_linear=0
shrinkage=0.1


Tree=9154
num_leaves=31
num_cat=0
split_feature=11 46 453 453 1204 1186 132 1 1186 132 50 1185 15 3 40 1 150 150 48 48 13 120 1 1 43 10 9 2 2 9
split_gain=1.29085e-10 1.24743e-10 2.07864e-10 1.69962e-10 1.2471e-10 1.92041e-10 8.76043e-10 4.3164e-10 8.07767e-10 4.16807e-10 4.73096e-09 3.0204e-09 2.45132e-10 1.58927e-10 1.64134e-10 1.71766e-10 1.55421e-10 2.33794e-10 1.48877e-10 6.00529e-10 4.96386e-10 2.35687e-10 2.99326e-10 8.5572e-10 8.2489e-10 4.29462e-10 4.71981e-10 4.27703e-10 3.22228e-10 7.29967e-10
threshold=-0.072629999999999986 0.10987500000000001 0.10071000000000001 0.086795000000000011 0.053645000000000005 0.057025000000000006 -0.066044999999999979 0.081315000000000012 0.089315000000000019 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.091475000000000015 -0.52915999999999996 1.0000000180025095e-35 0.12577000000000002 -0.11226499999999999 -0.093459999999999988 0.12879500000000002 0.11714000000000001 -0.080519999999999994 1.0000000180025095e-35 0.13756000000000004 0.13534000000000004 -0.074974999999999986 0.0036750000000000007 0.088235000000000022 0.14445500000000003 -1.0000000180025095e-35 -0.036024999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 9 -7 8 -8 10 12 -11 -2 -13 16 -16 -15 -18 19 21 -20 22 23 25 -24 26 28 -26 29 -19
right_child=1 -3 -4 -5 -6 6 7 -9 -10 11 -12 13 -14 14 15 -17 17 18 20 -21 -22 -23 24 -25 27 -27 -28 -29 -30 -31
leaf_value=-2.4708401291545236e-07 1.6032997159591044e-08 2.389579124310744e-07 -3.2134759692326048e-07 2.2118978122875891e-07 2.0242599243639843e-07 -7.3064690667479234e-07 -6.1689826328471437e-07 3.4397218316738732e-07 1.7540031786856779e-07 -1.232016795142954e-06 1.5998093590496866e-06 -2.7939922183861657e-07 -3.5774232660656939e-07 2.603147584305058e-07 1.3026524527504082e-08 -3.5408462448589701e-07 -3.3591879031291685e-07 -2.8945758551961786e-08 2.4548070356900101e-07 4.6332527917598029e-07 -3.7587093074541322e-07 -3.0623547289110323e-07 7.2021993043397911e-07 -6.0493014028333674e-07 -2.7316113842297113e-07 3.4600617405467842e-07 -4.2954604236911114e-07 2.4959986307869581e-07 1.4480987800296891e-09 7.2838229954186322e-07
leaf_weight=21 143 22 20 35 30 20 22 26 31 20 20 20 20 24 25 26 20 35 20 29 36 24 22 23 29 37 25 34 2242 20
leaf_count=21 143 22 20 35 30 20 22 26 31 20 20 20 20 24 25 26 20 35 20 29 36 24 22 23 29 37 25 34 2242 20
internal_value=0 1.68415e-09 -1.17589e-11 2.08985e-09 -4.46869e-10 -2.48034e-09 -1.39434e-07 1.02396e-08 -1.53478e-07 2.20468e-09 1.48274e-07 -7.65537e-09 -2.9829e-08 1.44431e-09 3.54721e-09 -1.74128e-07 7.00578e-09 4.66394e-09 7.30822e-09 1.08919e-08 -1.5396e-07 5.62476e-09 8.65867e-09 2.07866e-09 1.93054e-07 7.99693e-09 2.61091e-09 8.96385e-09 7.3144e-09 2.46446e-07
internal_weight=0 3100 3078 3058 3023 2993 99 79 53 2894 183 2711 163 2691 2671 51 2620 2596 2576 2520 56 2491 2467 2382 85 2359 2322 63 2297 55
internal_count=3121 3100 3078 3058 3023 2993 99 79 53 2894 183 2711 163 2691 2671 51 2620 2596 2576 2520 56 2491 2467 2382 85 2359 2322 63 2297 55
is_linear=0
shrinkage=0.1


Tree=9155
num_leaves=31
num_cat=0
split_feature=132 1185 50 393 0 16 13 403 4 1206 402 1211 1213 1213 1213 403 402 1210 1210 403 403 403 2 2 403 13 13 43 133 13
split_gain=1.42336e-10 9.52771e-10 3.16543e-10 3.19136e-10 1.37501e-10 3.776e-10 1.9839e-10 2.21148e-10 1.37088e-10 1.16911e-10 1.40333e-10 1.81086e-10 2.16738e-10 1.89927e-10 2.19337e-10 2.20418e-10 2.44861e-10 1.09135e-09 2.28957e-10 1.66001e-10 1.01644e-09 5.01517e-10 3.96715e-10 9.83922e-10 8.26652e-10 1.00992e-09 2.46111e-10 4.47199e-10 2.2508e-10 6.30834e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.09227500000000001 0.10483000000000002 -0.082084999999999977 -0.073404999999999984 -0.051094999999999995 -0.08989999999999998 -0.084134999999999988 1.0000000180025095e-35 -0.47355499999999995 0.13003000000000001 0.26538000000000006 0.14530000000000001 0.10675500000000002 -0.55276999999999987 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 -0.090774999999999981 -0.085729999999999987 -0.084339999999999984 0.086000000000000007 0.084755000000000011 -0.52800499999999995 -0.061684999999999997 -0.066634999999999986 -0.040344999999999992 0.098785000000000012 -0.069964999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 -8 -9 10 -3 12 13 14 15 -12 17 -17 -19 22 -21 -22 23 26 -24 -26 -20 -28 -23 -30
right_child=1 9 -4 -5 5 -7 7 8 -10 -11 11 -13 -14 -15 -16 16 -18 18 19 20 21 28 24 -25 25 -27 27 -29 29 -31
leaf_value=2.0172592307687864e-07 6.7704912301754421e-07 2.1431649204278224e-07 -3.7355960419319907e-07 -3.621400076099235e-07 4.8370722633232319e-07 -3.5632734671881258e-08 1.6080337587709438e-07 -3.8436753503187252e-07 -7.9110380709373153e-08 -2.3991139570966883e-07 -2.9053283758282936e-07 -2.9217006603706376e-07 2.3977857210866205e-07 -2.8684394620718793e-07 3.2366251183529607e-07 7.0618010115905154e-07 -3.302243815607075e-07 -3.2993599569679305e-07 3.5452849090233945e-07 -5.943486433250593e-07 3.9448428310606689e-07 5.731148580526899e-09 -4.6103678011439283e-07 8.0770926642700313e-07 7.5007669941840049e-07 -6.2532621695455564e-08 2.8420210750436003e-07 -3.0937875029242913e-07 -2.9065594591858509e-07 5.2921814907191572e-08
leaf_weight=24 21 31 31 25 21 42 20 28 31 20 26 21 38 23 21 22 22 21 20 29 32 2143 33 23 20 65 22 30 97 119
leaf_count=24 21 31 31 25 21 42 20 28 31 20 26 21 38 23 21 22 22 21 20 29 32 2143 33 23 20 65 22 30 97 119
internal_value=0 5.92019e-09 -7.71612e-08 -2.90547e-08 2.11088e-08 1.37481e-07 -5.00701e-08 -1.26565e-07 -2.23978e-07 1.02314e-09 2.70917e-09 3.88754e-10 2.57825e-09 -6.7811e-10 1.71964e-09 -7.62302e-10 2.03015e-09 4.76169e-09 -1.05263e-09 1.57044e-09 -5.8788e-09 1.25864e-09 8.6205e-08 2.38305e-07 -3.62483e-08 1.2867e-07 5.64119e-08 -5.82484e-08 -4.07549e-09 -1.0137e-07
internal_weight=0 2899 222 191 166 63 103 79 59 2878 2858 2827 2806 2768 2745 2724 2698 2676 2654 2633 2420 2391 213 95 118 85 72 52 2359 216
internal_count=3121 2899 222 191 166 63 103 79 59 2878 2858 2827 2806 2768 2745 2724 2698 2676 2654 2633 2420 2391 213 95 118 85 72 52 2359 216
is_linear=0
shrinkage=0.1


Tree=9156
num_leaves=31
num_cat=0
split_feature=40 130 42 132 393 1203 50 4 0 4 4 393 403 1212 401 1212 1212 1212 3 1212 52 12 42 1212 13 160 2 1 479 1
split_gain=1.16801e-10 4.07833e-10 2.50947e-10 1.35656e-10 6.45118e-10 3.17595e-10 2.08653e-10 1.35817e-10 1.85131e-10 1.98894e-10 1.54983e-10 1.56355e-10 1.62181e-10 1.25809e-10 2.52186e-10 2.48603e-10 1.87475e-10 2.31609e-10 6.1454e-10 1.69897e-10 9.48099e-10 7.14966e-10 7.93837e-10 1.42211e-09 9.30073e-10 3.52028e-10 7.72696e-10 2.40061e-10 1.69671e-09 1.38973e-09
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.083449999999999983 0.12679500000000002 0.089480000000000018 0.093975000000000017 0.10924000000000002 -0.09515499999999999 -0.018869999999999994 -0.069999999999999993 0.10389500000000002 -0.088999999999999982 -0.52517999999999987 0.13571500000000003 0.13713500000000003 0.11796000000000001 0.10321500000000002 -0.082974999999999979 0.086920000000000011 0.11008000000000001 0.085055000000000006 -0.092459999999999987 0.091315000000000021 -0.0087749999999999981 -0.54913999999999985 0.092120000000000021 0.08801500000000001 0.086465000000000014 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 13 6 7 8 -3 10 11 12 -10 -5 15 16 17 19 -19 25 21 -21 24 -24 -23 26 -15 29 -29 -27
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 22 23 -25 -26 27 -28 28 -30 -31
leaf_value=2.4089585433983982e-07 -4.3057034224086075e-07 2.7521904088372981e-07 3.2361777639877688e-07 2.4442711795321281e-07 5.4419954267359569e-07 -4.5710294585887831e-07 -3.3642771633085867e-07 -2.2360894487150064e-07 9.7634948949896427e-08 -2.4245035471418913e-07 2.9268340822698394e-07 2.147070477219261e-07 -2.5982647571254348e-07 6.7135594197983055e-07 -3.3848951943582509e-07 2.7016342150599324e-07 -2.4254160597703133e-07 -9.7167301760237024e-08 6.4014627412234412e-07 5.5841150015112362e-07 -6.4297412041856595e-07 -2.3693353199405467e-07 -8.6570728583452628e-07 8.3474265908846161e-08 7.1591911502569674e-07 1.3386256005067924e-08 -1.3976157883571038e-07 -1.8203540378508592e-08 -8.684518348900383e-07 8.3316206688063449e-07
leaf_weight=20 22 26 24 21 22 20 21 24 22 30 21 21 30 24 22 34 32 26 20 20 27 20 27 38 21 1355 23 1063 24 21
leaf_count=20 22 26 24 21 22 20 21 24 22 30 21 21 30 24 22 34 32 26 20 20 27 20 27 38 21 1355 23 1063 24 21
internal_value=0 -1.54413e-09 1.52134e-09 -1.00904e-09 4.7889e-09 -7.75958e-08 -3.8672e-08 -2.73595e-09 3.26037e-08 -1.82672e-08 5.32806e-08 -1.55887e-08 -1.08593e-07 5.77745e-10 -1.25309e-09 1.4205e-09 -1.91305e-09 9.29369e-10 2.23404e-07 -2.9136e-09 -1.05219e-07 1.00142e-08 -9.3457e-08 -3.10801e-07 2.51113e-07 3.32255e-09 2.74426e-07 -1.85076e-09 -3.69763e-08 2.58974e-08
internal_weight=0 3101 3079 3055 2840 215 195 174 150 124 94 73 52 2818 2797 2775 2741 2709 46 2663 153 126 106 65 41 2510 47 2463 1087 1376
internal_count=3121 3101 3079 3055 2840 215 195 174 150 124 94 73 52 2818 2797 2775 2741 2709 46 2663 153 126 106 65 41 2510 47 2463 1087 1376
is_linear=0
shrinkage=0.1


Tree=9157
num_leaves=31
num_cat=0
split_feature=401 401 1211 403 1186 400 132 393 1211 50 132 1 1186 402 1210 16 401 1208 402 43 1212 1213 43 1213 1212 130 1212 400 12 12
split_gain=1.08437e-10 1.89124e-10 2.12706e-10 6.08813e-10 1.82434e-10 7.11167e-10 4.21862e-10 4.63658e-09 3.28593e-09 3.37967e-10 2.93753e-10 2.57434e-10 6.78249e-10 2.32636e-10 1.81824e-10 3.55579e-10 2.46135e-10 1.91331e-10 1.80323e-10 2.42207e-09 1.66678e-10 1.57315e-09 2.19986e-09 2.37486e-09 6.57489e-10 1.86772e-10 1.33251e-09 1.0802e-09 4.66206e-10 1.14982e-09
threshold=-0.47313999999999995 -0.46360499999999999 0.11301500000000002 0.022375000000000003 0.057025000000000006 -0.065244999999999984 -0.083284999999999984 0.10389500000000002 0.09993500000000001 0.09227500000000001 -0.044384999999999994 0.081315000000000012 0.089315000000000019 -0.45015499999999992 0.0028200000000000005 -0.074319999999999983 -0.099524999999999988 0.092250000000000013 -0.095664999999999986 0.0034250000000000005 -0.088629999999999987 -0.083944999999999978 -0.0047449999999999992 -0.21306999999999995 -0.009474999999999999 0.08610000000000001 0.08740500000000001 -0.079519999999999993 0.090695000000000012 0.09474500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -6 7 9 10 -3 -8 12 -7 -12 16 -16 -15 18 19 -18 21 22 -20 -24 -22 27 28 -26 -27 -30
right_child=1 2 3 -5 5 11 8 -9 -10 -11 13 -13 -14 14 15 -17 17 -19 20 -21 24 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=2.3210787826855038e-07 -2.8717885650957728e-07 3.9130333041651069e-08 5.2359113227482711e-07 -1.9432037642478204e-07 -6.6865340556887528e-07 -5.4944114575174232e-07 3.8347416676742795e-07 1.5866201246694799e-06 -1.2254441515515488e-06 -3.4480686310787322e-07 -2.7355047754715469e-07 2.3593330671826999e-07 1.5367771941796223e-07 -3.2780531569187591e-07 9.5780016483682964e-09 5.181081424154855e-07 9.9274340612964808e-07 -2.34853866341295e-07 -4.9310913002247821e-07 -5.6355720687406577e-07 4.1842640981533472e-07 -9.1812118427014869e-07 -1.6456927997274934e-07 1.3580332844753684e-06 6.6058140555469442e-07 1.7721035726481205e-07 -8.6852815513793761e-07 -5.4200209477259256e-10 -8.2545226696595366e-07 5.5815667983033402e-08
leaf_weight=20 23 152 27 21 20 23 20 20 22 27 31 29 34 23 44 20 20 34 36 20 38 20 21 20 25 75 20 2159 20 57
leaf_count=20 23 152 27 21 20 23 20 20 22 27 31 29 34 23 44 20 20 34 36 20 38 20 21 20 25 75 20 2159 20 57
internal_value=0 -1.49035e-09 6.44426e-10 2.09505e-07 -2.66425e-09 -1.31539e-07 2.00767e-09 1.42565e-07 -8.25688e-09 -1.8782e-08 1.64993e-09 -6.62835e-09 -1.30037e-07 -1.19632e-09 1.98731e-09 1.68494e-07 -2.13031e-09 7.89968e-10 3.95547e-09 2.14593e-07 5.73094e-10 -1.27934e-07 7.73089e-08 5.78164e-07 5.77996e-09 -8.75631e-10 -1.01205e-07 7.0258e-09 -2.41944e-10 -1.73085e-07
internal_weight=0 3101 3078 48 3030 106 2924 199 2725 179 2703 86 57 2683 2652 64 2588 2565 2531 40 2491 97 77 41 2394 2356 172 2184 152 77
internal_count=3121 3101 3078 48 3030 106 2924 199 2725 179 2703 86 57 2683 2652 64 2588 2565 2531 40 2491 97 77 41 2394 2356 172 2184 152 77
is_linear=0
shrinkage=0.1


Tree=9158
num_leaves=31
num_cat=0
split_feature=1208 1208 12 1209 132 1185 393 50 16 133 41 3 33 34 34 44 44 455 2 133 1447 481 1447 159 160 1455 1456 131 51 52
split_gain=1.18921e-10 2.07021e-10 2.25027e-10 1.85288e-10 1.22315e-10 7.27049e-10 3.0866e-10 2.55859e-10 1.30025e-10 2.72087e-10 1.135e-10 5.94313e-10 4.26954e-10 1.38279e-10 1.27783e-10 1.36249e-10 5.27436e-10 1.21563e-10 4.50857e-10 1.53494e-10 7.70569e-10 7.09668e-10 5.8887e-10 4.63924e-10 7.08764e-10 6.70275e-10 5.62361e-10 5.99314e-10 5.23182e-10 1.46315e-09
threshold=0.12461500000000002 0.10233500000000001 0.095175000000000023 -0.097919999999999993 -0.083174999999999985 -0.083264999999999992 0.10483000000000002 0.09227500000000001 -0.095094999999999985 -0.43349999999999994 0.088520000000000015 -0.098469999999999988 -0.0066799999999999993 -0.112215 -0.085114999999999982 0.099360000000000018 1.0000000180025095e-35 0.08729000000000002 0.087955000000000019 0.032270000000000007 0.059120000000000013 -0.087424999999999989 0.059120000000000013 -0.023324999999999995 -0.55045999999999984 0.088115000000000013 -0.077944999999999987 0.094860000000000014 1.0000000180025095e-35 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 7 8 -5 -10 12 -12 -7 -14 -15 16 17 19 -19 22 21 -21 23 24 -16 28 -26 -28 -25 -30
right_child=-2 2 -4 4 5 10 -8 -9 9 -11 11 -13 13 14 15 -17 -18 18 -20 20 -22 -23 -24 25 26 -27 27 -29 29 -31
leaf_value=-3.0479085353363191e-07 -2.4305163108806483e-07 4.5342356544541054e-07 -1.5265125341556995e-08 -1.5222540580218855e-07 5.923907733198403e-07 3.7375410050616113e-07 -3.7521242271348707e-07 -3.1032619829231951e-07 3.259558186087933e-07 -1.3534408578386843e-08 1.1824401594158947e-07 -5.3251254045157428e-07 -2.5508998213635571e-07 2.2313502998809574e-07 6.6098513426285621e-07 -2.0805885445761601e-07 4.9040325558797295e-07 4.0070584391525785e-07 -1.6395705727107342e-07 -4.6533703785674641e-07 5.8700560823983967e-07 2.9226254368134688e-08 -5.6244755910483944e-07 1.8125340275284457e-09 4.0138536588965754e-07 -4.8228609245777056e-07 5.3851221505170573e-08 -5.2486968527210551e-07 -6.2250992747573204e-08 -7.9103714529793483e-07
leaf_weight=20 20 21 20 34 21 31 29 27 31 99 36 23 21 26 22 31 22 31 26 30 24 883 20 1130 38 33 121 21 198 32
leaf_count=20 20 21 20 34 21 31 29 27 31 99 36 23 21 26 22 31 22 31 26 30 24 883 20 1130 38 33 121 21 198 32
internal_value=0 1.5788e-09 2.24795e-07 -1.41201e-09 5.83908e-10 6.18652e-09 -7.12314e-08 -2.50772e-08 2.18845e-08 6.7421e-08 1.78842e-09 -1.35441e-07 4.74335e-09 5.20638e-10 2.5176e-09 3.62805e-10 2.81855e-09 -1.29293e-09 1.4314e-07 -4.51891e-09 2.76786e-08 1.29755e-08 -2.31994e-08 -1.64377e-08 1.25188e-07 -3.6975e-08 5.97021e-08 -3.17343e-08 -2.61696e-08 -1.63647e-07
internal_weight=0 3101 41 3060 3040 2820 220 191 164 130 2799 59 2740 2709 2688 2662 2631 2609 57 2552 937 913 1615 1595 202 1393 180 142 1360 230
internal_count=3121 3101 41 3060 3040 2820 220 191 164 130 2799 59 2740 2709 2688 2662 2631 2609 57 2552 937 913 1615 1595 202 1393 180 142 1360 230
is_linear=0
shrinkage=0.1


Tree=9159
num_leaves=31
num_cat=0
split_feature=46 453 148 447 151 9 10 13 3 11 47 0 1 47 49 9 30 47 0 43 0 47 15 50 132 1211 50 4 42 4
split_gain=1.24579e-10 1.64265e-10 1.7904e-10 1.65336e-10 2.1787e-10 1.32048e-10 4.01475e-10 3.70521e-10 2.60386e-10 2.00887e-10 1.23513e-10 9.67984e-10 5.08786e-09 1.44574e-09 5.99436e-10 5.61049e-10 1.47985e-09 3.81804e-10 3.09177e-10 2.02297e-10 3.08751e-10 1.67845e-10 1.71308e-10 1.43792e-10 2.52959e-09 2.51611e-09 9.30482e-10 6.48414e-10 8.61988e-10 4.32355e-10
threshold=0.10987500000000001 0.10071000000000001 -0.10069499999999999 0.093530000000000016 -0.55306499999999992 0.092890000000000014 0.053330000000000009 -0.079969999999999986 -0.014944999999999998 -1.0000000180025095e-35 0.092165000000000011 -0.10224499999999999 0.099400000000000002 0.09550500000000002 0.10084500000000002 -0.013509999999999999 0.086065000000000016 0.089785000000000018 -0.094299999999999981 -0.085474999999999982 -0.089019999999999974 0.11939500000000002 -0.069954999999999989 0.090630000000000016 -0.083284999999999984 0.11048500000000001 0.089915000000000009 -0.080094999999999986 -0.008624999999999999 0.0045450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 9 -8 -7 -6 15 12 -12 -13 -14 16 -11 23 -15 -20 -21 22 -22 26 -25 27 -17 28 -26 -29
right_child=-2 -3 3 -5 5 8 7 -9 -10 10 11 13 14 18 -16 17 -18 -19 19 20 21 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=2.2837587045517818e-07 2.3712253193702344e-07 -2.8734609600178376e-07 3.1371252346575193e-07 -2.1541108105162089e-07 2.8187113068156579e-07 -4.2687671708563359e-08 -7.4594893817447886e-09 -6.0887378985458309e-07 4.3725103331837551e-07 1.008377118836279e-06 -1.6951924884605908e-06 8.1058106218279144e-07 -1.1633783285744545e-07 -3.5830469171413728e-07 5.7360611492640613e-07 -3.4306577534380711e-09 -4.9628295301227479e-08 -4.1771075106308593e-07 -1.8216037150005136e-07 4.0041711933415922e-07 6.103926975716453e-08 1.7545424173347005e-07 -2.4965433204166789e-07 1.0737044941260652e-06 8.8162886658693661e-07 -9.18828755201519e-07 -6.8881620151728385e-07 -5.1742257414844061e-08 1.295120599653643e-07 3.4419174371138193e-07
leaf_weight=34 22 20 22 36 25 26 20 21 20 20 21 22 34 27 20 2062 39 22 43 23 36 35 35 23 20 28 20 250 64 31
leaf_count=34 22 20 22 36 25 26 20 21 20 20 21 22 34 27 20 2062 39 22 43 23 36 35 35 23 20 28 20 250 64 31
internal_value=0 -1.68436e-09 1.71187e-10 -2.37691e-09 1.71852e-10 -2.13745e-09 -4.76699e-09 -3.15501e-07 1.65981e-07 -3.73853e-10 -2.82816e-09 -6.40093e-08 -3.74432e-07 4.13379e-08 1.39197e-07 4.19379e-09 3.09018e-07 -2.94296e-09 -4.37041e-08 5.68086e-09 6.82946e-08 -3.76971e-09 -9.21195e-08 7.09923e-10 5.4384e-08 -5.27093e-09 -1.00146e-08 6.48102e-08 3.08587e-07 -8.06271e-09
internal_weight=0 3099 3079 3045 3009 2987 2941 41 46 2900 2875 296 75 221 54 2579 59 2520 199 172 129 106 71 2498 416 393 2082 365 84 281
internal_count=3121 3099 3079 3045 3009 2987 2941 41 46 2900 2875 296 75 221 54 2579 59 2520 199 172 129 106 71 2498 416 393 2082 365 84 281
is_linear=0
shrinkage=0.1


Tree=9160
num_leaves=31
num_cat=0
split_feature=1211 403 1185 403 403 1210 3 403 47 10 33 47 1366 44 160 150 484 51 0 160 47 1 456 1375 42 3 151 151 151 457
split_gain=1.38287e-10 3.33653e-10 1.54024e-10 1.70259e-10 1.9719e-10 3.0793e-10 1.97766e-09 3.99781e-10 1.22241e-10 1.4189e-09 1.18985e-09 4.59302e-10 3.06086e-10 2.02128e-10 5.83869e-10 1.55554e-10 1.52364e-10 1.92073e-10 1.7717e-10 1.80135e-10 2.02824e-10 2.32141e-10 1.50242e-10 1.98675e-10 1.07338e-09 1.26908e-09 2.57155e-10 8.39408e-10 2.77152e-10 2.07487e-10
threshold=0.11716500000000001 0.022375000000000003 -0.10973499999999999 -0.55327499999999985 -0.54856499999999986 -0.13847499999999999 -0.082284999999999983 -0.5341999999999999 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.096770000000000009 -0.082814999999999986 0.099360000000000018 0.0046300000000000013 -0.096799999999999983 -0.078424999999999981 -0.40274499999999996 -0.060129999999999996 -0.081399999999999986 0.10843500000000002 0.12165500000000001 -0.085409999999999986 -0.090674999999999992 0.083995000000000014 0.090900000000000009 -0.10737499999999998 -0.15340499999999999 -0.091299999999999978 -0.08798499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6 -7 10 -10 -9 -11 -12 14 16 -14 -13 -18 19 -19 -21 -22 -17 24 25 -24 27 -25 -28 -30
right_child=1 -3 3 4 5 7 -8 8 9 11 12 13 15 -15 -16 22 17 18 -20 20 21 -23 23 26 -26 -27 28 -29 29 -31
leaf_value=-2.7937134348121619e-07 3.6340891558239723e-07 -1.4957188706635603e-07 2.1833478040126206e-07 -2.8318009071881533e-07 1.0064736162007648e-06 -4.2990467489739167e-07 -3.0550736861793364e-07 -6.353491479416107e-07 8.7181120846935309e-07 -4.4903818778017192e-07 3.3946427945553438e-07 -2.0173019729770269e-07 -1.9625034326509196e-07 -2.3560778174669393e-07 5.2136101336941471e-07 2.0062176441607942e-07 3.0284855040463301e-07 -1.8471324534192929e-07 -2.0623058238911085e-07 3.0019130269613165e-07 -7.742059997253233e-08 3.1438640462511109e-07 6.9581167622345679e-07 -6.3305468762047737e-08 -7.2479417111559963e-07 -4.3072168651292489e-07 -3.5151766514010652e-07 6.8217053101603682e-07 -2.1528753050701098e-07 1.5631161751863323e-09
leaf_weight=20 32 21 35 25 20 22 27 30 20 21 26 29 42 25 25 36 25 26 32 37 62 20 20 44 23 20 23 23 45 2265
leaf_count=20 32 21 35 25 20 22 27 30 20 21 26 29 42 25 25 36 25 26 32 37 62 20 20 44 23 20 23 23 45 2265
internal_value=0 1.60152e-07 -2.767e-09 -9.52009e-10 -3.49932e-09 -1.15928e-09 2.52782e-07 -5.21751e-09 -2.01672e-09 5.60997e-08 -9.22253e-09 2.07905e-09 -1.90512e-09 3.57924e-08 6.22964e-08 -5.39807e-09 1.2614e-08 4.33862e-08 6.73902e-09 5.37392e-08 1.05838e-07 1.81421e-08 -2.19047e-09 -5.15484e-09 -1.80452e-07 1.32545e-07 -5.53294e-10 1.92604e-07 -6.10047e-09 -2.66125e-09
internal_weight=0 53 3068 3048 3013 2988 47 2941 2919 322 2597 302 2567 281 256 2541 231 202 177 145 119 82 2499 2463 63 40 2400 67 2333 2310
internal_count=3121 53 3068 3048 3013 2988 47 2941 2919 322 2597 302 2567 281 256 2541 231 202 177 145 119 82 2499 2463 63 40 2400 67 2333 2310
is_linear=0
shrinkage=0.1


Tree=9161
num_leaves=31
num_cat=0
split_feature=448 447 1373 457 457 150 12 150 457 457 10 0 0 13 0 34 10 9 2 45 3 3 1 2 1 1 52 159 0 3
split_gain=1.27799e-10 2.83556e-10 1.32137e-10 2.80568e-10 1.46547e-10 1.43168e-10 7.47096e-10 1.65778e-10 2.7109e-10 1.54542e-10 1.81737e-10 1.86072e-09 2.44613e-09 1.05538e-09 2.80264e-10 2.10928e-10 2.51175e-10 1.05413e-09 5.2431e-10 1.78521e-10 1.96971e-10 5.62721e-10 5.517e-10 1.71983e-09 1.52228e-09 8.67416e-10 7.5871e-10 5.11415e-10 6.79362e-10 4.70069e-10
threshold=0.068920000000000023 0.094005000000000019 -1.0000000180025095e-35 0.26807500000000006 0.098180000000000003 0.12083000000000001 0.089150000000000021 0.11656000000000001 0.091495000000000007 0.088045000000000012 -0.0091199999999999979 -0.10224499999999999 -0.086554999999999979 -0.084774999999999989 -0.040504999999999992 -0.097449999999999981 0.053330000000000009 0.092410000000000006 -0.020134999999999997 0.094030000000000016 -0.016324999999999996 -0.011549999999999998 0.094220000000000012 0.083215000000000011 0.10234000000000001 0.10684 -0.21968999999999997 0.10545500000000001 0.047850000000000011 -0.045649999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 8 9 10 11 -4 -13 -14 -15 -12 18 -18 -17 20 29 -22 23 -23 -24 -26 -27 28 -25 -20
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 -11 15 12 13 14 -16 16 17 -19 19 -21 21 22 24 27 25 26 -28 -29 -30 -31
leaf_value=-2.3518918350617924e-07 -2.5197583681801915e-07 2.9775840530987808e-07 -9.7767262946577145e-07 3.5619880094373003e-07 -2.150771299724852e-07 5.8048792087353598e-07 -2.1708001630334671e-07 -2.7012209982232259e-07 3.208667867336492e-07 -2.8049594220647122e-07 3.1947486204011341e-07 1.0475889513372749e-06 -6.8406269212926784e-07 3.1784962264680421e-07 -1.390400151304393e-07 4.91650569371545e-07 -6.7989607191520923e-07 2.3842183281885811e-07 -1.5108715078322862e-10 -2.2968835875155602e-07 4.5569055526119857e-07 1.0334759512176106e-06 -7.2546800589817962e-07 3.0242467310224375e-08 6.3643304775680359e-07 -5.6582473746402688e-07 4.117925830763429e-08 -4.0822430080533242e-07 6.1917495486341068e-07 -2.7951154500042763e-07
leaf_weight=24 20 32 21 22 32 23 24 23 26 20 21 20 28 25 29 22 25 25 2113 33 34 20 31 132 21 24 145 21 23 62
leaf_count=24 20 32 21 22 32 23 24 23 26 20 21 20 28 25 29 22 25 25 2113 33 34 20 31 132 21 24 145 21 23 62
internal_value=0 1.62192e-09 -1.46585e-09 3.76304e-10 -2.21321e-09 6.4173e-11 1.73219e-07 -2.70019e-09 -5.94506e-10 -3.48155e-09 -1.55449e-09 -1.2048e-07 5.6001e-08 -1.8585e-07 7.2483e-08 3.76085e-09 1.33317e-09 -2.20737e-07 5.47472e-09 1.45221e-09 4.35687e-09 6.45013e-08 3.26058e-08 1.54744e-07 -7.57159e-08 3.02963e-08 -4.50225e-08 5.48882e-08 1.17632e-07 -8.11447e-09
internal_weight=0 3101 3069 3045 3023 2991 47 2944 2921 2895 2875 123 102 82 54 2752 2731 50 2681 2659 2626 451 417 196 221 190 169 176 155 2175
internal_count=3121 3101 3069 3045 3023 2991 47 2944 2921 2895 2875 123 102 82 54 2752 2731 50 2681 2659 2626 451 417 196 221 190 169 176 155 2175
is_linear=0
shrinkage=0.1


Tree=9162
num_leaves=31
num_cat=0
split_feature=46 453 148 447 151 1211 50 42 3 16 1186 1185 1200 128 128 128 128 1213 1213 1213 1210 16 402 52 394 394 129 1186 1212 16
split_gain=1.32221e-10 1.31146e-10 1.48908e-10 1.57964e-10 1.54069e-10 1.28405e-10 9.40083e-10 3.94866e-10 2.95807e-10 6.33698e-10 1.56854e-10 1.5368e-10 1.46771e-10 2.58795e-10 3.89624e-10 1.93479e-10 3.36248e-10 1.88724e-10 1.19949e-09 1.41994e-09 8.28299e-10 5.26379e-10 7.64222e-10 3.19077e-10 2.01973e-10 1.96515e-10 3.10223e-10 2.58688e-10 1.94771e-10 1.93782e-10
threshold=0.10987500000000001 0.10071000000000001 -0.10069499999999999 0.093530000000000016 -0.55306499999999992 0.089850000000000013 0.096900000000000014 0.097020000000000009 -0.082974999999999979 -0.090344999999999995 -0.10142499999999997 -0.087384999999999977 0.090100000000000013 0.11170500000000001 0.11976500000000002 0.10318000000000001 0.098550000000000013 -0.087969999999999979 -0.085284999999999986 -0.083614999999999981 -0.091799999999999979 -0.092484999999999984 -0.0044849999999999985 0.092320000000000013 -0.14580499999999996 -0.087649999999999992 -1.0000000180025095e-35 -0.010834999999999999 -0.088189999999999991 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 10 7 8 -7 -10 -6 -12 13 15 -15 16 17 20 -19 -20 -13 -22 -23 29 -21 -26 -27 -28 -29 -24
right_child=-2 -3 3 -5 5 6 -8 -9 9 -11 11 12 -14 14 -16 -17 -18 18 19 24 21 22 23 -25 25 26 27 28 -30 -31
leaf_value=2.0803797569863708e-07 2.4428506900552417e-07 -2.5698256436612613e-07 2.6375321391986457e-07 -2.1063408155441722e-07 -2.5086132711639774e-07 -1.4176041784392309e-07 6.212153683312257e-07 -3.6968676016402716e-07 6.6237769317467606e-07 -9.2823212526127472e-08 2.6539748183668485e-07 -6.3775983153391286e-07 2.2589362568805038e-07 -5.6193921247021151e-07 -7.5995613357804362e-09 2.088389879737579e-07 -4.0604379970924739e-07 5.6780399327672553e-07 -7.8788229477990892e-07 -2.6546966717587238e-07 -3.3561945811973269e-07 6.3863467288239837e-07 -1.6937436348805272e-07 -3.7287232163272337e-07 2.3026950313315435e-07 -3.7272119315771722e-07 3.1822509930415997e-07 2.7319050007489612e-07 -2.0595611706140144e-09 1.9276600078733787e-07
leaf_weight=34 22 20 22 36 26 36 27 27 20 25 21 25 27 21 32 42 21 37 23 28 38 21 22 21 38 22 26 26 2290 45
leaf_count=34 22 20 22 36 26 36 27 27 20 25 21 25 27 21 32 42 21 37 23 28 38 21 22 21 38 22 26 26 2290 45
internal_value=0 -1.73748e-09 -7.95088e-11 -2.40332e-09 8.79788e-11 -1.85398e-09 9.34435e-08 -3.84995e-08 7.18963e-08 2.42822e-07 -6.36491e-09 -4.11547e-09 -6.13321e-09 -8.38833e-09 -2.27244e-07 -4.1317e-09 -7.46557e-09 -4.32126e-09 2.67674e-09 -5.84739e-09 -1.0563e-07 -1.51313e-08 9.65986e-08 -3.2751e-08 1.55458e-09 4.66727e-09 1.04084e-09 4.55184e-09 1.03047e-09 7.38542e-08
internal_weight=0 3099 3079 3045 3009 2987 135 108 81 45 2852 2826 2805 2778 53 2725 2683 2662 2490 2453 172 147 109 88 2430 2402 2364 2342 2316 67
internal_count=3121 3099 3079 3045 3009 2987 135 108 81 45 2852 2826 2805 2778 53 2725 2683 2662 2490 2453 172 147 109 88 2430 2402 2364 2342 2316 67
is_linear=0
shrinkage=0.1


Tree=9163
num_leaves=31
num_cat=0
split_feature=481 480 483 483 483 482 482 482 484 482 13 4 39 16 15 15 15 43 97 1 401 2 39 39 49 1 156 12 133 12
split_gain=1.19825e-10 1.53358e-10 1.49958e-10 2.56665e-10 1.90756e-10 2.31555e-10 1.89855e-10 2.25349e-10 1.4083e-09 8.01621e-10 6.59078e-10 3.74937e-10 2.33523e-10 4.32905e-10 1.97464e-10 7.65574e-10 6.01644e-10 1.81164e-09 4.25626e-10 8.01856e-10 4.66577e-10 5.73365e-10 8.87997e-10 3.50427e-10 3.36007e-10 4.55521e-10 4.22044e-10 5.15912e-10 8.1966e-10 4.90761e-10
threshold=0.15658500000000003 0.11747 0.13622000000000004 0.12325000000000001 0.11517500000000001 0.11191500000000001 0.10022500000000002 0.089605000000000018 0.090535000000000018 0.087425000000000017 -0.082199999999999981 0.62931500000000018 -0.020804999999999994 -0.052894999999999991 -0.10203999999999998 -0.10653 -0.096999999999999989 -0.0011349999999999999 -0.049229999999999996 0.13756000000000004 0.082280000000000006 0.12669500000000003 0.089940000000000006 0.095830000000000012 0.10910000000000002 0.10205500000000002 0.09747500000000002 0.08401500000000002 0.085815000000000016 0.089410000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 9 10 11 -9 12 13 -1 15 18 17 -16 -14 20 21 24 -23 -21 26 -26 27 28 -20 -29
right_child=-2 -3 -4 -5 -6 -7 -8 8 -10 -11 -12 -13 14 -15 16 -17 -18 -19 19 23 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=2.3715592815718875e-08 2.3254849100918695e-07 -2.5891786838596802e-07 2.7319676320303189e-07 -3.4185298984306719e-07 2.5619065568129185e-07 -2.8774618624335553e-07 2.755925281689997e-07 -2.0779762079925491e-07 -7.9836161965829437e-07 6.3402299645076708e-07 5.593154601986801e-07 -4.3274203221699286e-07 -3.8849283797666745e-07 -5.7302516388801904e-07 2.4789591767361031e-07 5.300361847689188e-07 1.6327689614929928e-09 -9.3260046320700412e-07 -5.1925728088519918e-07 6.7662997366034636e-07 4.4693514266472532e-07 -8.129833092466884e-07 9.6132276353056937e-08 1.243611096413133e-07 -6.4070338532054361e-08 5.078042623078242e-07 4.0681119173768825e-07 2.8218896798809408e-07 1.5651478876118779e-07 -1.1759087886677463e-07
leaf_weight=31 22 23 20 22 29 28 25 24 24 20 21 20 23 20 26 33 2292 26 50 27 22 22 21 20 26 30 20 53 28 73
leaf_count=31 22 23 20 22 29 28 25 24 24 20 21 20 23 20 26 33 2292 26 50 27 22 22 21 20 26 30 20 53 28 73
internal_value=0 -1.65784e-09 2.65758e-10 -1.52044e-09 9.47364e-10 -1.51588e-09 1.17624e-09 -1.14775e-09 -1.79742e-07 3.12662e-09 1.50188e-07 -1.28062e-09 1.75464e-09 -2.103e-07 5.62813e-09 6.64593e-08 -5.9983e-09 -3.42352e-07 2.95966e-08 5.41273e-08 1.33818e-09 -2.90121e-08 -3.68997e-07 4.41622e-07 2.31998e-08 2.42291e-07 -3.1573e-08 -7.45518e-08 -2.76672e-07 5.05705e-08
internal_weight=0 3099 3076 3056 3034 3005 2977 2952 69 2883 45 2863 2843 51 2792 448 2344 52 415 392 345 323 43 47 280 56 224 204 78 126
internal_count=3121 3099 3076 3056 3034 3005 2977 2952 69 2883 45 2863 2843 51 2792 448 2344 52 415 392 345 323 43 47 280 56 224 204 78 126
is_linear=0
shrinkage=0.1


Tree=9164
num_leaves=31
num_cat=0
split_feature=11 448 447 9 9 12 41 2 41 11 41 34 10 13 0 1210 15 13 160 43 43 133 42 3 1 1 1213 2 48 403
split_gain=1.39911e-10 1.19161e-10 2.69725e-10 1.23847e-10 3.14367e-10 2.52178e-10 1.2897e-10 3.94687e-10 1.58937e-10 1.96969e-10 1.76284e-10 1.90945e-10 3.11694e-10 1.3119e-10 1.24197e-09 3.70157e-09 2.5226e-09 7.38688e-10 1.52994e-09 6.16008e-10 8.78805e-10 9.07892e-10 6.01359e-10 4.67865e-10 7.11517e-10 3.93947e-10 3.74683e-10 3.35864e-10 3.15401e-10 2.63212e-10
threshold=-0.072629999999999986 0.068920000000000023 0.094005000000000019 0.092890000000000014 0.088235000000000022 -0.010834999999999999 0.086565000000000017 0.089125000000000024 0.078475000000000017 0.076920000000000002 1.0000000180025095e-35 -0.097449999999999981 1.0000000180025095e-35 -0.089109999999999981 -0.083804999999999977 -0.018549999999999994 0.089295000000000013 -0.088319999999999996 -1.0000000180025095e-35 -0.081374999999999989 0.0041500000000000009 -0.13941499999999998 0.089015000000000025 -0.080734999999999987 0.087505000000000013 0.10684 -0.0068949999999999992 0.11448000000000001 0.096030000000000018 0.62200000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 8 -8 10 -10 11 -2 13 14 15 -13 25 18 -15 -17 22 -22 23 26 -25 -16 -21 -26 -29 -19
right_child=1 -3 -4 5 -6 -7 7 -9 9 -11 -12 12 -14 17 16 19 -18 29 -20 20 21 -23 -24 24 27 -27 -28 28 -30 -31
leaf_value=-2.5725106873491793e-07 3.058381044951375e-07 -2.4156469351055422e-07 2.9213182020093601e-07 4.185932759864522e-07 -3.4842197956882399e-07 -5.1466603963490352e-08 4.6554466356004315e-07 -1.664026378758253e-08 -4.2302068322896955e-07 -5.5980043848299274e-09 2.6466526264812274e-07 -1.4060837757638597e-06 -3.7086459040774176e-07 -2.5310418266144553e-07 1.8152339727012509e-07 -4.6936994539947819e-07 1.1685208547710911e-06 3.1411278937319438e-09 9.1025851750495919e-07 3.4203530471391532e-08 -1.3059288477279552e-09 -6.8343110601887249e-07 5.7571728509978701e-07 -6.043559406521127e-07 3.4023406954020179e-07 -2.7273757061558566e-07 6.3898605276335737e-07 -3.6817132989984783e-07 1.805217979722329e-07 -3.3682282244863808e-07
leaf_weight=21 20 20 32 21 26 25 24 58 20 26 25 22 23 20 42 32 23 2318 26 21 50 32 26 20 28 35 20 22 20 23
leaf_count=21 20 20 32 21 26 25 24 58 20 26 25 22 23 20 42 32 23 2318 26 21 50 32 26 20 28 35 20 22 20 23
internal_value=0 1.73813e-09 3.31802e-09 2.85851e-10 -2.20937e-09 1.63126e-07 8.1534e-10 1.24487e-07 -2.68883e-09 -1.87086e-07 2.89493e-10 -2.05177e-09 -4.24863e-09 -1.21548e-09 -5.47529e-08 -1.58608e-07 2.49541e-07 7.59901e-09 4.04449e-07 -5.73365e-08 -2.16881e-09 -2.67501e-07 1.36412e-07 4.92221e-08 -7.83322e-08 -2.49589e-08 3.29219e-07 7.19603e-08 -1.06889e-07 -1.98971e-10
internal_weight=0 3100 3080 3048 3002 46 2976 82 2894 46 2848 2823 2803 2780 393 293 100 2387 46 271 239 82 157 131 90 77 41 70 42 2341
internal_count=3121 3100 3080 3048 3002 46 2976 82 2894 46 2848 2823 2803 2780 393 293 100 2387 46 271 239 82 157 131 90 77 41 70 42 2341
is_linear=0
shrinkage=0.1


Tree=9165
num_leaves=31
num_cat=0
split_feature=11 45 46 1429 156 1429 97 374 120 33 483 42 483 13 42 1454 484 480 160 133 479 160 12 12 160 160 12 12 15 12
split_gain=1.13327e-10 1.15686e-10 5.68839e-10 2.68926e-10 3.78806e-10 2.16624e-10 1.33769e-10 3.36946e-10 2.38029e-10 2.8643e-10 1.84654e-10 8.95184e-10 7.18248e-10 1.11796e-09 5.03207e-10 4.21351e-10 2.56754e-10 2.20555e-10 2.8649e-10 2.87829e-10 2.55425e-09 1.92697e-09 4.82095e-10 5.63065e-10 4.57645e-10 6.84096e-10 4.50272e-10 3.44979e-09 1.4626e-09 1.22265e-09
threshold=-0.072629999999999986 0.084355000000000013 0.10253500000000002 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 -0.086464999999999986 0.08987500000000001 0.090440000000000006 -0.044254999999999996 0.10083000000000002 0.096610000000000015 0.095250000000000015 -0.080759999999999985 0.094010000000000024 0.085700000000000012 -0.053834999999999994 0.11387000000000001 -0.55323499999999981 0.032270000000000007 0.084530000000000008 -0.53908999999999996 0.12757000000000002 0.12069000000000002 -0.43215499999999996 -0.4136149999999999 0.090695000000000012 0.089885000000000007 0.087685000000000013 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7 8 9 -8 12 14 17 -14 15 16 -12 18 -11 21 26 -20 23 24 -23 -26 27 28 -21 -28
right_child=1 2 -4 4 -6 6 7 -9 -10 10 11 -13 13 -15 -16 -17 -18 -19 19 20 -22 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-2.3152594440575958e-07 -3.6634690118830805e-07 5.6292553516357204e-07 -1.3534113527668978e-07 -3.213827494754523e-07 4.3531930145945811e-07 -2.4475713112017486e-07 3.7877422116139314e-07 3.3069918146111379e-07 -3.4452950160357431e-07 -2.9988911975920018e-07 -8.6488536911998467e-08 5.5789148113242799e-07 5.4413219682406376e-08 -8.7568977538884012e-07 -4.8290937684214439e-07 -3.3316347582967868e-07 3.2126228463307309e-07 2.9019432759014311e-07 -9.1353870175225897e-07 8.4850380984683925e-08 1.1629307310556671e-06 3.5350656780926384e-07 -3.6791185125958088e-07 5.2446543648443371e-07 -5.8424991818485846e-07 -9.6202217367131035e-09 -6.2731666878741116e-07 1.276386036183992e-06 -4.2707571624070681e-07 -6.3435977673545565e-09
leaf_weight=21 20 20 28 21 20 22 20 31 20 32 23 34 28 24 20 20 47 26 24 489 20 34 37 20 21 1541 35 23 63 337
leaf_count=21 20 20 28 21 20 22 20 31 20 32 23 34 28 24 20 20 47 26 24 489 20 34 37 20 21 1541 35 23 63 337
internal_value=0 1.56399e-09 1.55603e-07 -8.58643e-10 1.55223e-09 -1.32803e-09 9.19094e-10 2.73953e-09 -7.20901e-10 1.63557e-09 -9.67185e-10 1.09423e-07 -6.73923e-09 -3.74865e-07 -2.91942e-08 7.16314e-08 1.87287e-07 3.45351e-10 -2.47082e-09 1.1288e-09 4.45788e-08 -2.39255e-08 -1.10092e-08 -2.83755e-09 -9.44536e-09 -1.73457e-08 2.09599e-08 7.64225e-08 2.6424e-08 -6.47685e-08
internal_weight=0 3100 48 3052 3032 3012 2991 2969 2938 2918 2898 144 2754 52 110 90 70 2702 2676 2644 967 1677 1653 1616 1596 1562 947 575 552 372
internal_count=3121 3100 48 3052 3032 3012 2991 2969 2938 2918 2898 144 2754 52 110 90 70 2702 2676 2644 967 1677 1653 1616 1596 1562 947 575 552 372
is_linear=0
shrinkage=0.1


Tree=9166
num_leaves=31
num_cat=0
split_feature=46 46 1426 1426 1429 475 133 1429 471 1429 475 472 157 51 49 157 156 157 4 157 3 13 157 51 1429 475 13 14 1453 3
split_gain=1.22614e-10 1.24268e-10 1.60377e-10 1.85764e-10 1.25899e-10 4.69873e-10 3.98475e-10 1.44139e-10 1.68853e-10 1.31749e-10 2.64168e-10 3.68825e-10 1.8184e-10 1.42712e-09 8.83332e-10 6.11969e-10 5.8389e-10 5.61268e-10 4.19991e-10 2.24127e-10 5.86321e-10 1.10407e-09 4.4912e-10 3.50202e-10 1.7606e-10 1.57055e-10 3.94294e-10 1.76971e-10 2.59135e-10 2.23183e-10
threshold=0.10987500000000001 0.083550000000000013 -0.094284999999999994 -0.061919999999999996 -0.060529999999999994 -0.0056899999999999997 0.085075000000000026 -0.0091699999999999993 0.093985000000000013 0.12451000000000002 -0.24482499999999999 -0.086459999999999981 -0.087424999999999989 -0.085534999999999986 0.08610000000000001 -0.086394999999999986 -0.03497999999999999 -0.085474999999999982 -0.010655 -0.081579999999999986 -0.082594999999999988 -0.081829999999999986 -0.078064999999999982 -0.089864999999999987 0.091465000000000005 -0.08100499999999998 -0.083764999999999992 0.087740000000000012 0.087225000000000011 -0.16726499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -6 9 10 -9 -12 13 -13 16 -14 -15 -17 -18 20 21 -19 23 -21 25 26 -24 28 29 -27
right_child=-2 -3 3 4 7 6 -8 8 -10 -11 11 12 15 14 -16 17 18 19 -20 22 -22 -23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=2.6927148762855395e-07 2.352470606678284e-07 -2.1138473503664762e-07 -2.4931135572596001e-07 5.2854481531366693e-07 -2.6339213426191624e-07 2.4462137974505066e-07 -3.3785678922363928e-07 -2.6691900413909842e-07 2.1180537100303199e-07 2.4638207546125896e-07 3.9732499688042201e-07 -8.5237784678585365e-07 4.9297882105747703e-07 -5.7859366293655516e-07 6.3199247392731193e-07 -4.8550662607264414e-07 -2.1481979481612665e-07 8.5994874717461788e-07 3.4333066555912128e-07 -1.906112260030568e-08 -1.8621963473464121e-07 -1.3291318785897083e-07 1.2203286126538407e-07 -5.9121709897602201e-07 2.2354496394427774e-07 1.8076294299671239e-07 -4.4637199673266315e-07 -2.4013955661909374e-07 3.1824059738902674e-07 -4.3629043522736714e-09
leaf_weight=22 22 28 30 21 21 24 23 38 37 21 23 22 25 20 20 24 28 24 26 20 28 21 23 23 35 67 26 30 26 2323
leaf_count=22 22 28 30 21 21 24 23 38 37 21 23 22 25 20 20 24 28 24 26 20 28 21 23 23 35 67 26 30 26 2323
internal_value=0 -1.66963e-09 2.42456e-10 -1.69872e-09 7.61825e-10 1.35289e-07 -4.04211e-08 -2.33809e-09 -4.67052e-10 -3.18191e-09 -5.00671e-09 -1.49484e-09 -4.75804e-09 -1.27351e-07 4.23364e-08 5.18685e-10 -1.1703e-07 -4.09237e-09 5.39193e-08 2.74204e-10 1.73061e-07 3.96613e-07 -4.62802e-09 -3.25098e-07 8.18702e-10 -2.30571e-09 -1.7957e-07 1.24536e-09 4.24269e-09 8.26816e-10
internal_weight=0 3099 3071 3049 3019 68 47 2951 2930 2893 2872 2834 2811 116 94 2695 74 2670 54 2646 73 45 2573 43 2530 2495 49 2446 2416 2390
internal_count=3121 3099 3071 3049 3019 68 47 2951 2930 2893 2872 2834 2811 116 94 2695 74 2670 54 2646 73 45 2573 43 2530 2495 49 2446 2416 2390
is_linear=0
shrinkage=0.1


Tree=9167
num_leaves=31
num_cat=0
split_feature=156 1429 11 11 156 11 2 11 11 0 13 1 120 9 10 1 41 2 0 4 156 2 4 16 123 12 43 0 0 0
split_gain=1.29094e-10 2.07639e-10 1.1886e-10 3.05825e-10 2.64052e-10 6.4588e-10 2.12339e-10 1.9877e-10 3.17472e-10 2.34065e-10 7.96762e-10 1.94295e-10 3.76716e-10 3.61144e-10 3.63993e-10 2.61166e-10 2.59782e-10 1.34884e-09 7.28375e-10 2.22951e-10 5.81058e-10 1.19457e-09 2.92653e-10 2.98231e-10 1.76555e-10 4.05603e-10 5.24014e-10 3.58999e-10 3.08181e-10 1.1613e-09
threshold=0.3248100000000001 -0.23166999999999996 0.096215000000000009 0.088065000000000018 -0.14064999999999997 0.086595000000000019 0.097070000000000004 0.081365000000000007 0.079915000000000014 0.10455500000000001 -0.055129999999999992 0.16540500000000002 1.0000000180025095e-35 0.092890000000000014 0.053330000000000009 0.15170500000000001 0.08690500000000001 -0.080614999999999978 -0.091354999999999978 -0.17966999999999997 0.092385000000000009 0.09580000000000001 -0.14098499999999997 1.0000000180025095e-35 0.086120000000000016 -0.089199999999999988 -0.052894999999999991 -0.060129999999999996 -0.14794999999999997 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -4 8 9 11 -11 12 13 14 15 16 17 -6 -18 20 21 -19 23 -21 28 -26 27 -27 29 -24
right_child=-2 2 6 -5 5 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 18 19 -20 22 -22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=2.9475080041881561e-07 -2.3603531595337858e-07 -3.3715388000295521e-07 -8.9060955469714526e-08 -2.8149521759027824e-07 8.2584195808976797e-07 5.5559967960118145e-07 2.9712969210647449e-07 -2.3449461608038292e-07 3.8934025310833846e-07 -6.1495411106054435e-07 2.5802964675703141e-08 2.8193387197461564e-07 -3.0669534199800042e-07 3.6360575426743129e-07 -3.5606699465720989e-07 3.6637964100805226e-07 1.2528357410701575e-07 -1.1695361307016411e-07 -6.8436923498893527e-07 -4.8728574211054365e-07 -2.3079890186953174e-07 7.2763821601243122e-07 2.9066377239212886e-08 3.0794885077511937e-08 -4.3003912370321109e-07 3.8640924620025886e-07 -3.7983238212291326e-07 -1.4569928755544685e-07 -4.9094152145439258e-09 7.3505811376098451e-07
leaf_weight=24 23 23 24 39 20 21 35 36 21 27 69 25 39 28 28 20 25 33 20 25 28 34 170 20 31 32 25 21 2128 27
leaf_count=24 23 23 24 39 20 21 35 36 21 27 69 25 39 28 28 20 25 33 20 25 28 34 170 20 31 32 25 21 2128 27
internal_value=0 1.75594e-09 -5.31597e-10 -3.28232e-09 3.63612e-10 2.99243e-09 1.40035e-07 -9.65534e-10 1.93745e-09 -8.92273e-10 -1.5441e-07 4.41096e-09 1.89169e-09 6.32444e-09 2.60137e-09 6.37825e-09 3.64993e-09 7.78237e-09 -2.34562e-07 1.42604e-09 1.51767e-07 3.11645e-07 -4.33531e-09 -2.57028e-07 3.36486e-10 -1.24051e-07 -2.44101e-09 1.75574e-07 6.16801e-09 1.25827e-07
internal_weight=0 3098 3074 3015 2976 2953 59 2932 2896 2875 96 2779 2754 2715 2687 2659 2639 2594 45 2574 95 67 2479 45 2434 109 78 53 2325 197
internal_count=3121 3098 3074 3015 2976 2953 59 2932 2896 2875 96 2779 2754 2715 2687 2659 2639 2594 45 2574 95 67 2479 45 2434 109 78 53 2325 197
is_linear=0
shrinkage=0.1


Tree=9168
num_leaves=31
num_cat=0
split_feature=40 130 42 1212 1212 1212 1212 401 133 133 401 52 1210 16 3 1208 1209 39 124 16 40 151 0 47 2 47 0 160 4 4
split_gain=1.20306e-10 3.21031e-10 2.49893e-10 1.45151e-10 1.42329e-10 4.96235e-10 4.30068e-10 2.66652e-10 2.56124e-10 3.7649e-10 2.01011e-10 1.75904e-09 2.00581e-10 4.15426e-10 1.92189e-10 1.71766e-10 2.01564e-10 1.43979e-10 2.3433e-10 2.21611e-10 1.68492e-10 6.20753e-10 2.23462e-10 1.05051e-09 3.12255e-09 1.22454e-09 9.35447e-10 5.98428e-10 7.71637e-10 1.16107e-09
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.52517999999999987 -0.09386499999999999 -0.088629999999999987 -0.073259999999999978 -0.46778499999999995 -0.093189999999999981 -0.15387499999999996 -1.0000000180025095e-35 0.10263500000000002 0.0028200000000000005 -0.073849999999999985 -0.073884999999999992 0.092250000000000013 -0.087199999999999986 0.11365500000000002 0.10634000000000002 0.0057500000000000008 -0.083564999999999987 -0.087374999999999994 -0.10151999999999999 0.094160000000000008 0.10402500000000002 0.082095000000000015 -0.099059999999999995 0.10580000000000002 -0.0070899999999999991 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 8 -6 -7 -8 9 -5 11 -9 15 -14 -10 16 -12 18 20 -19 21 -18 23 25 -25 27 -24 28 -22 -30
right_child=1 2 -4 4 5 6 7 10 14 -11 12 -13 13 -15 -16 -17 17 19 -20 -21 22 -23 26 24 -26 -27 -28 -29 29 -31
leaf_value=2.4447865925480983e-07 -3.8221361804020985e-07 2.6062298220928086e-07 3.2256725788215592e-07 -8.8194448992561833e-09 4.2745815857482809e-07 -3.737120687402797e-07 2.9245740927491729e-07 3.1901738282158478e-07 -1.2945393795041927e-07 -6.0761989464892748e-07 3.1653569806167073e-07 -9.1832645551903638e-07 -4.02375413233946e-08 5.5218377745802629e-07 2.5753104182513198e-07 -2.2592243529034558e-07 -6.26872418365565e-07 7.852196784848989e-09 3.4200805828277229e-07 -4.2798248562903045e-07 -1.3021856206517472e-07 1.7789208292493117e-08 -5.4016191290367546e-07 1.1743602589185979e-06 -1.4879435994430423e-07 -7.4154865014211942e-07 -3.369573822809002e-09 -3.3797390519913806e-07 8.0832748407234394e-07 1.0466254684758408e-07
leaf_weight=20 22 21 24 21 27 31 31 27 33 21 20 20 29 20 21 34 20 28 20 20 122 59 33 31 42 21 2000 38 26 239
leaf_count=20 22 21 24 21 27 31 31 27 33 21 20 20 29 20 21 34 20 28 20 20 122 59 33 31 42 21 2000 38 26 239
internal_value=0 -1.57208e-09 1.14767e-09 -1.3774e-09 -3.19085e-09 7.24311e-10 -3.23372e-09 7.54072e-10 -1.23011e-07 -3.0822e-07 -2.41995e-09 -2.07512e-07 1.0202e-09 2.01567e-07 2.10402e-08 -2.54928e-09 2.43908e-10 -2.09986e-09 1.00802e-09 -1.73746e-07 -1.58415e-09 -1.45416e-07 2.86833e-09 6.14344e-08 4.13093e-07 3.87594e-09 -1.20829e-08 4.07087e-08 7.7892e-08 1.73701e-07
internal_weight=0 3101 3079 3055 3034 2938 2911 2880 96 42 2849 47 2802 49 54 2753 2719 2699 2651 48 2631 79 2552 519 73 446 2033 425 387 265
internal_count=3121 3101 3079 3055 3034 2938 2911 2880 96 42 2849 47 2802 49 54 2753 2719 2699 2651 48 2631 79 2552 519 73 446 2033 425 387 265
is_linear=0
shrinkage=0.1


Tree=9169
num_leaves=31
num_cat=0
split_feature=130 40 120 33 10 0 0 10 1 45 142 97 374 39 40 151 40 15 15 52 39 43 15 15 13 402 16 0 2 2
split_gain=1.35588e-10 2.7126e-10 1.87014e-10 2.06363e-10 1.65921e-10 1.16944e-09 2.0317e-09 9.32338e-10 6.15343e-10 2.08311e-10 2.49887e-10 1.21201e-10 4.61221e-10 2.08665e-10 1.76654e-10 3.22619e-10 2.19057e-10 3.05276e-10 1.03874e-09 4.1027e-10 2.25325e-10 3.65718e-10 2.0145e-10 1.49899e-09 1.5194e-09 1.06175e-09 5.39181e-10 1.10696e-09 3.02537e-10 5.93816e-10
threshold=-0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.044254999999999996 -0.0091199999999999979 -0.10224499999999999 -0.086554999999999979 -0.084119999999999986 0.11353000000000001 0.094030000000000016 -1.0000000180025095e-35 -0.049229999999999996 0.08987500000000001 -0.06920999999999998 -0.083564999999999987 -0.059889999999999992 -0.050459999999999998 -0.11713499999999999 -0.41396999999999995 -0.080979999999999983 0.0046100000000000004 -0.027014999999999997 -0.10203999999999998 -0.11345499999999999 -0.082199999999999981 0.095140000000000016 -0.11676499999999999 -0.11013499999999998 0.084145000000000011 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 8 -8 10 -6 -12 13 -13 15 -15 17 18 -16 -19 22 -22 23 25 -25 26 27 -18 -28 -30
right_child=1 2 -4 4 9 6 7 -9 -10 -11 11 12 -14 14 16 -17 20 19 -20 -21 21 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=2.4189969280996595e-07 -3.6888734086915067e-07 3.1075357334148503e-07 2.7298001191411461e-07 -7.2741449798741085e-07 3.3956021199669936e-07 8.8316713787021812e-07 4.7730546839375163e-07 -6.7943058605090276e-07 -2.6687770605349215e-07 -2.4515420131579319e-07 -2.0578955047970536e-07 -3.0016910989655554e-07 4.701937235330163e-07 -4.6645528393376234e-07 -1.0664022319108724e-07 8.1516331648788853e-08 5.5855002141192055e-08 2.8238620852031697e-07 8.7875185101893298e-07 -2.1833381522482242e-07 -4.2641495152651036e-07 3.2419116055998048e-08 -5.9620644362994726e-09 4.9256135255182878e-08 1.2671331915825591e-06 -5.8848602350534766e-07 -3.2464461914294422e-07 8.7340194273689455e-07 2.426261625242235e-07 -1.9509895768773537e-07
leaf_weight=23 20 21 25 25 22 22 20 27 25 34 28 23 21 22 23 21 67 30 20 36 32 38 2249 21 20 28 32 22 61 63
leaf_count=23 20 21 25 25 22 22 20 27 25 34 28 23 21 22 23 21 67 30 20 36 32 38 2249 21 20 28 32 22 61 63
internal_value=0 -1.79853e-09 5.86713e-10 -1.64383e-09 -3.80753e-09 -1.19547e-07 4.21193e-08 -2.14867e-07 6.38704e-08 9.20605e-10 3.82666e-09 1.24139e-09 3.29047e-09 -2.01325e-10 2.27597e-09 -1.98841e-07 5.42988e-09 1.44348e-07 3.51682e-07 9.2662e-09 -3.2098e-10 -1.77334e-07 4.51354e-09 7.95443e-08 6.43343e-07 -5.12874e-09 6.15407e-08 2.57945e-07 -5.05107e-08 2.02336e-08
internal_weight=0 3098 3078 3053 3032 119 94 72 45 2913 2879 2857 2829 2808 2785 43 2742 109 43 66 2633 70 2563 314 41 273 245 89 156 124
internal_count=3121 3098 3078 3053 3032 119 94 72 45 2913 2879 2857 2829 2808 2785 43 2742 109 43 66 2633 70 2563 314 41 273 245 89 156 124
is_linear=0
shrinkage=0.1


Tree=9170
num_leaves=31
num_cat=0
split_feature=421 9 2 9 147 448 41 12 2 13 9 150 156 2 16 2 133 133 0 133 133 1374 1 151 1447 133 480 133 403 1210
split_gain=1.23919e-10 2.44889e-10 4.05523e-10 2.72388e-10 1.98018e-10 2.7145e-10 1.32601e-10 2.92379e-10 7.14111e-10 1.61855e-10 1.38672e-10 1.24912e-10 4.47455e-10 4.8778e-10 1.62318e-10 2.27618e-10 1.24236e-10 1.47296e-09 3.43419e-09 1.02471e-09 8.69917e-10 7.85647e-10 1.50611e-09 9.51778e-10 6.00499e-10 6.40789e-10 5.50719e-10 1.25185e-09 8.49853e-10 5.52981e-10
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 0.088235000000000022 0.097985000000000017 1.0000000180025095e-35 0.086565000000000017 0.08486500000000001 0.094835000000000017 -0.14819499999999997 0.037245000000000007 0.11989500000000002 0.091255000000000017 0.10981000000000002 -0.54165499999999989 0.10276500000000001 0.091935000000000003 0.090445000000000011 -0.083264999999999992 0.093255000000000018 0.089595000000000022 0.086765000000000023 0.088770000000000016 -0.5225749999999999 0.059120000000000013 0.088625000000000009 0.086995000000000017 0.11269500000000002 -0.55327499999999985 -0.078184999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 10 8 -8 -9 11 14 13 -13 15 -2 17 20 -19 -18 21 23 -23 -16 25 -25 28 -28 -21 -30
right_child=1 2 -4 -5 -6 -7 7 9 -10 -11 -12 12 -14 -15 16 -17 19 18 -20 26 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-2.4812137425556105e-07 5.5103657951994757e-09 -3.5323187162816794e-08 5.6880482247834151e-07 -3.1803047822567926e-07 -2.2583498909063181e-07 3.4610657166922466e-07 7.4529783919530248e-07 1.3059000600890158e-07 -4.3080830715148805e-08 -2.669042263478548e-07 -2.648608498745375e-07 -6.1755930905367977e-07 2.6719327681945517e-07 7.6201369385404842e-09 -6.7216324439522448e-07 4.3190735471485138e-07 -6.6894705787490243e-07 -2.8372942453684534e-07 1.5040965482036145e-06 6.4180018844424357e-07 -4.8239180015312941e-07 1.0131146942946792e-06 -1.3237349397362171e-07 5.7564735729434333e-09 -3.9473168225708223e-07 5.3661815900588168e-07 -9.3986575919302608e-07 9.5998335782253106e-08 -3.9071012663173731e-07 2.3553920380835772e-08
leaf_weight=20 31 25 20 27 38 23 20 20 27 21 20 24 20 26 21 21 25 22 21 21 37 22 24 1996 37 23 20 28 35 406
leaf_count=20 31 25 20 27 38 23 20 20 27 21 20 24 20 26 21 21 25 22 21 21 37 22 24 1996 37 23 20 28 35 406
internal_value=0 1.59633e-09 2.33178e-07 -1.81375e-09 1.00496e-09 3.88691e-09 1.23494e-09 1.22154e-07 2.92399e-07 -7.30046e-08 -2.45982e-09 -6.24851e-10 -1.32563e-07 -2.92466e-07 2.68543e-09 1.77709e-07 -6.3861e-10 9.85868e-09 5.89395e-07 -4.38639e-08 -1.67838e-09 6.69958e-09 4.15469e-07 -2.35357e-09 4.48787e-09 1.18039e-08 -1.32226e-08 -3.35612e-07 2.02724e-08 -9.32418e-09
internal_weight=0 3101 45 3056 3029 2991 2968 88 47 41 2880 2860 70 50 2790 52 2738 2203 43 535 2160 2123 46 2077 2056 2019 510 48 462 441
internal_count=3121 3101 45 3056 3029 2991 2968 88 47 41 2880 2860 70 50 2790 52 2738 2203 43 535 2160 2123 46 2077 2056 2019 510 48 462 441
is_linear=0
shrinkage=0.1


Tree=9171
num_leaves=31
num_cat=0
split_feature=40 130 42 481 481 481 133 1447 481 160 1455 160 1456 1454 481 1447 4 3 1447 483 42 1456 0 1456 483 4 15 483 2 482
split_gain=1.23827e-10 2.91749e-10 2.02031e-10 1.23091e-10 2.38474e-10 2.24932e-10 2.18997e-09 1.2829e-09 1.57921e-10 3.60906e-10 2.66242e-10 8.53612e-10 6.80298e-10 7.30052e-10 6.02253e-10 1.85225e-10 5.66233e-10 1.10938e-09 3.19855e-10 1.95765e-10 8.88053e-10 2.90332e-10 2.53513e-10 2.31076e-10 3.58609e-10 6.18312e-10 6.33467e-10 3.48012e-10 5.19295e-10 2.7491e-10
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.24133999999999997 -0.15265499999999996 -0.086484999999999992 0.085355000000000014 -0.010529999999999999 -0.08347499999999998 -0.019279999999999995 -0.09534999999999999 -0.072114999999999985 -0.15308499999999997 0.10094500000000002 -0.081334999999999977 -0.082344999999999988 -0.0043399999999999992 -0.082689999999999986 -0.073059999999999986 0.10321500000000002 0.096235000000000015 0.11253500000000001 -0.092404999999999973 -0.082809999999999981 -0.095689999999999983 -0.016959999999999999 -0.068899999999999975 -0.021199999999999997 0.084855000000000014 0.10022500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -6 9 -7 11 -10 13 -12 -14 16 17 -16 -17 21 22 23 -21 -20 25 -25 -27 28 -26 -29
right_child=1 2 -4 4 5 8 -8 -9 10 -11 12 -13 14 -15 15 18 -18 -19 19 20 -22 -23 -24 24 27 26 -28 29 -30 -31
leaf_value=2.4802914666111065e-07 -3.6446361997894369e-07 1.908124899459422e-07 2.9000012370753816e-07 -3.391842542874829e-07 3.2724381583193462e-07 -4.7831209557939889e-07 9.9081524974115557e-07 -7.9184476146024069e-07 6.9820876831272476e-07 1.0126404823668487e-07 -8.4312749322634766e-07 -1.0595296731018993e-07 5.3293726460473026e-07 1.1303300304632557e-08 1.5013765194045922e-07 3.3063392928350616e-07 1.2664952672058018e-07 -7.6202232634159373e-07 -2.8485391227710695e-07 1.5087295743398957e-07 6.250775505542641e-07 -3.2238365177712352e-07 -3.3119232298872705e-07 -1.6289909018496475e-07 -6.6252294317337146e-07 6.5301361757974523e-08 8.5167567254713859e-07 -4.592741209340121e-09 -2.0353786065724684e-08 3.6770811092878833e-07
leaf_weight=20 22 33 24 21 20 22 22 21 22 21 20 33 21 20 24 29 44 30 29 20 26 29 24 25 20 20 21 2384 34 20
leaf_count=20 22 33 24 21 20 22 22 21 22 21 20 33 21 20 24 29 44 30 29 20 26 29 24 25 20 20 21 2384 34 20
internal_value=0 -1.59667e-09 9.96079e-10 -1.27433e-09 -3.3719e-09 -1.022e-09 1.85938e-07 -2.45948e-07 -5.031e-09 -1.95263e-07 -2.20545e-09 2.15712e-07 -6.42567e-09 -4.15912e-07 -5.75868e-10 -4.60745e-09 -1.39641e-07 -3.56618e-07 3.28487e-10 -3.28345e-09 1.61727e-07 -7.757e-09 -1.12072e-07 -4.1831e-09 -9.58273e-10 2.29072e-07 4.68078e-07 -7.13483e-09 -2.58194e-07 -1.4954e-09
internal_weight=0 3101 3079 3055 3022 3001 63 41 2938 43 2895 55 2840 40 2800 2779 98 54 2681 2652 70 2582 44 2553 2524 66 41 2458 54 2404
internal_count=3121 3101 3079 3055 3022 3001 63 41 2938 43 2895 55 2840 40 2800 2779 98 54 2681 2652 70 2582 44 2553 2524 66 41 2458 54 2404
is_linear=0
shrinkage=0.1


Tree=9172
num_leaves=31
num_cat=0
split_feature=130 40 120 33 9 15 3 10 10 51 10 0 45 3 3 0 3 12 474 474 1456 1 2 2 2 457 151 160 52 52
split_gain=1.33228e-10 2.38388e-10 1.39261e-10 1.69847e-10 1.46465e-10 9.7236e-10 2.04323e-10 1.82731e-10 5.16418e-10 4.04916e-10 2.59346e-10 5.40585e-10 1.76714e-10 1.69114e-10 5.61517e-10 4.40635e-10 3.37212e-10 9.51908e-10 3.13286e-10 6.79247e-10 3.12151e-10 3.6409e-10 1.65193e-09 7.50853e-10 7.1042e-10 4.90767e-10 4.70661e-10 7.27267e-10 4.17307e-10 1.36812e-09
threshold=-0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.044254999999999996 0.088235000000000022 -0.10324499999999999 -0.020429999999999997 -0.010699999999999999 -0.0026549999999999994 0.09364500000000002 -0.084119999999999986 -0.086234999999999992 0.094030000000000016 -0.016324999999999996 -0.011549999999999998 0.051010000000000007 -0.045649999999999989 -0.082514999999999991 0.091650000000000009 0.088010000000000019 0.061930000000000006 0.094220000000000012 0.085105000000000014 -1.0000000180025095e-35 0.086825000000000013 0.11612500000000002 -0.0096649999999999982 0.085755000000000012 -0.23375999999999997 -0.081429999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 6 -6 9 -9 10 11 -5 13 16 -15 18 -10 -18 19 20 21 22 -16 -23 -24 28 -26 -28 -25 -30
right_child=1 2 -4 4 5 -7 -8 8 12 -11 -12 -13 -14 14 15 -17 17 -19 -20 -21 -22 23 24 25 26 -27 27 -29 29 -31
leaf_value=2.3978501481589932e-07 -3.4591210791745656e-07 2.8194177256561183e-07 2.3551047422643025e-07 -5.2207628115752418e-07 -9.3546257140531e-08 -7.0784434320731157e-07 3.5847520617693363e-07 4.6598135412523338e-07 -2.0439425260218156e-09 2.53295324625924e-07 -5.5073082653020068e-07 1.6386040450108206e-07 -2.298989815111933e-07 4.530878990620253e-07 9.8797732405842009e-07 4.0556766321707262e-07 1.5191138304869259e-07 -5.7558181098913238e-07 -3.0330965059984892e-07 5.9497725800383717e-07 -3.5168888323037588e-07 -6.4321089979557663e-07 -5.2053079963614096e-07 -3.9226441277979839e-07 -2.2562815312691482e-07 4.2356861261379683e-07 6.2543898500317475e-08 7.4484997380100799e-07 7.237255014642771e-07 -1.0606000328333776e-07
leaf_weight=23 20 21 25 20 20 21 20 24 2220 20 21 27 33 33 20 29 35 37 31 20 24 20 21 31 30 24 61 21 23 146
leaf_count=23 20 21 25 20 20 21 20 24 2220 20 21 27 33 33 20 29 35 37 31 20 24 20 21 31 30 24 61 21 23 146
internal_value=0 -1.78321e-09 4.5285e-10 -1.47196e-09 -3.43492e-09 -1.56822e-07 1.32464e-07 -2.85599e-10 4.04725e-09 -1.42236e-07 -2.58568e-07 -1.28028e-07 1.69524e-10 2.8561e-09 5.35365e-08 2.72188e-08 -8.95165e-09 -2.21939e-07 3.97278e-09 2.55731e-08 -1.47694e-09 1.96946e-08 1.40631e-07 -5.61387e-08 1.32108e-08 -3.72154e-09 1.13287e-07 2.37281e-07 -5.49964e-08 6.86938e-09
internal_weight=0 3098 3078 3053 3032 61 40 2971 2883 88 68 47 2859 2826 534 501 2292 72 472 441 421 397 153 244 133 224 112 82 200 169
internal_count=3121 3098 3078 3053 3032 61 40 2971 2883 88 68 47 2859 2826 534 501 2292 72 472 441 421 397 153 244 133 224 112 82 200 169
is_linear=0
shrinkage=0.1


Tree=9173
num_leaves=31
num_cat=0
split_feature=40 130 130 48 48 0 148 148 46 1428 157 52 474 1429 474 1429 16 16 1 3 9 16 4 13 10 2 2 3 484 1455
split_gain=1.2192e-10 2.64557e-10 1.68178e-10 1.31608e-10 1.994e-10 1.81058e-10 1.40805e-10 1.5381e-10 1.39483e-10 1.62652e-10 1.35967e-10 4.31597e-10 1.54487e-10 2.70374e-10 1.17461e-09 1.53265e-09 1.59655e-10 8.20388e-10 1.00351e-08 5.75796e-09 1.22087e-09 9.5359e-10 1.16559e-09 4.59809e-10 5.87531e-10 4.78035e-10 1.68066e-09 2.01679e-09 5.19801e-10 4.8645e-10
threshold=-0.24620999999999996 -0.22699999999999995 -0.14845499999999998 -0.14001 -0.091869999999999993 -0.26609999999999995 -0.10665499999999999 -0.084924999999999987 0.084955000000000017 -0.071779999999999997 0.23903500000000003 -0.53964499999999982 -0.090834999999999985 -0.012159999999999999 0.091650000000000009 -0.081904999999999992 -0.040964999999999994 -0.056919999999999991 0.092945000000000014 -0.06977499999999999 0.09055500000000001 -0.06421499999999998 -0.00099499999999999979 -0.090639999999999984 -0.0091199999999999979 0.092235000000000025 0.09580000000000001 -0.078934999999999991 -0.093244999999999981 0.091225000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 -8 9 -9 12 -12 -11 14 15 -14 17 20 19 -19 21 -15 -23 -18 -25 29 27 -27 -28 -26
right_child=1 2 3 4 5 6 7 8 -10 10 11 -13 13 16 -16 -17 23 18 -20 -21 -22 22 -24 24 25 26 28 -29 -30 -31
leaf_value=2.4610351733400649e-07 -3.4713514971620252e-07 2.8991430909286466e-07 2.0398467850760253e-07 -3.1782013678594015e-07 2.9158297766549544e-07 -2.551293859327912e-07 2.2796487213789646e-07 -2.3006896299193613e-07 1.9496716380526126e-07 -2.4456748651278693e-07 -1.377127617020944e-07 4.0392062229997345e-07 9.8675147425557743e-09 -4.2692785071836429e-09 -4.5441161822574423e-07 1.0964275399298154e-06 1.473661832503102e-07 2.0960071607917667e-07 -1.405857708324344e-06 2.4664974279176023e-06 -5.6396584940300368e-07 1.6763923910572815e-08 1.0321937020307815e-06 -4.9643685997580176e-07 -7.9258067008308224e-09 -1.0755751634013873e-07 3.5356298734110047e-07 -1.3614745873145813e-06 -8.9476877164662389e-08 4.7146531737238012e-07
leaf_weight=20 22 20 31 20 21 22 29 32 35 27 28 31 34 1439 21 21 119 26 22 20 38 26 20 30 559 29 29 23 305 22
leaf_count=20 22 20 31 20 21 22 29 32 35 27 28 31 34 1439 21 21 119 26 22 20 38 26 20 30 559 29 29 23 305 22
internal_value=0 -1.59214e-09 8.76822e-10 -1.01293e-09 -3.11165e-09 -1.01917e-09 -3.0763e-09 -1.20609e-09 -3.4697e-09 -5.86381e-09 -3.36309e-09 1.46874e-07 -6.51754e-09 -4.20803e-09 1.81814e-07 4.24736e-07 -9.43066e-09 1.0909e-08 3.50746e-07 1.19086e-06 -4.26425e-09 1.00581e-08 4.58255e-07 -3.84274e-08 -6.06034e-08 -4.70822e-08 -1.33342e-07 -6.62175e-07 -5.10093e-08 1.02267e-08
internal_weight=0 3101 3079 3059 3028 3008 2987 2965 2936 2901 2869 59 2810 2783 76 55 2707 1591 68 46 1523 1485 46 1116 997 967 386 52 334 581
internal_count=3121 3101 3079 3059 3028 3008 2987 2965 2936 2901 2869 59 2810 2783 76 55 2707 1591 68 46 1523 1485 46 1116 997 967 386 52 334 581
is_linear=0
shrinkage=0.1


Tree=9174
num_leaves=31
num_cat=0
split_feature=130 40 4 132 394 394 50 0 133 2 3 1429 156 1429 2 2 42 482 16 52 48 150 42 13 2 3 1 15 0 0
split_gain=1.33687e-10 2.21668e-10 1.40724e-10 1.19371e-10 5.94861e-10 2.74565e-10 2.87736e-10 1.35683e-10 1.48898e-10 1.76628e-10 3.21119e-10 1.26099e-10 3.26225e-10 2.1305e-10 1.33301e-10 9.96371e-10 8.68666e-10 7.45319e-10 1.18586e-09 5.23074e-10 5.88864e-10 8.95727e-10 4.9157e-10 3.77244e-10 6.05946e-10 3.1565e-10 9.0285e-10 1.70119e-09 3.52139e-10 8.03291e-10
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.083174999999999985 0.086685000000000012 0.013605000000000001 0.09227500000000001 -0.097734999999999989 -0.45516499999999999 0.089725000000000013 -0.084964999999999985 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 0.11411 0.11510000000000002 -0.098769999999999983 -0.44221499999999997 0.6352000000000001 -0.23375999999999997 -0.072824999999999987 0.11235000000000002 0.093175000000000022 -0.41572999999999993 0.11747 0.10893000000000001 0.10727500000000002 -0.089024999999999979 0.12500000000000003 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 11 6 7 -3 -9 10 -10 -5 13 -13 17 -16 -17 -15 25 22 -21 23 -18 -22 -25 28 -27 -28 29 -19
right_child=1 2 -4 4 -6 -7 -8 8 9 -11 -12 12 -14 14 15 16 19 18 -20 20 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=2.4020282481891941e-07 -3.3362219511445804e-07 -2.1406551201400125e-07 2.1961968011235763e-07 2.3214185489450757e-07 4.3942822929370925e-07 -4.1674447437517735e-07 -3.3962697277392755e-07 2.7497018730097502e-07 4.1077854414887225e-08 1.7853919791249587e-07 -3.9739599505201516e-07 3.0989307682396185e-07 -4.0538954351632131e-07 -5.7245087739168161e-07 -6.6666278007687659e-07 6.2646543206312801e-07 -6.6527014735129339e-07 -5.4083056211410583e-10 7.4303776565123123e-07 -5.3075574086847159e-07 2.8544776592790792e-07 6.5960140887000313e-07 -1.714315503291304e-08 -4.5998121729071228e-07 9.8035645445259399e-11 -1.008808091430127e-07 -1.2495977557591687e-07 1.1637142275081457e-06 2.4303018193450042e-07 -4.6448009325522914e-07
leaf_weight=23 20 23 29 23 31 21 27 24 61 39 23 22 20 22 25 20 25 2088 22 20 36 21 22 33 216 49 20 21 57 38
leaf_count=23 20 23 29 23 31 21 27 24 61 39 23 22 20 22 25 20 25 2088 22 20 36 21 22 33 216 49 20 21 57 38
internal_value=0 -1.78152e-09 3.7469e-10 -1.71062e-09 3.78009e-09 -7.30143e-08 -3.6373e-08 1.17909e-08 4.71289e-08 2.67211e-09 -7.89805e-08 -1.04316e-09 -2.97447e-09 -5.52443e-11 -2.54843e-09 -5.45257e-08 -1.55857e-08 6.82856e-09 1.23816e-08 -5.0012e-08 -5.04776e-09 2.93122e-08 -3.61892e-07 -1.71301e-08 -6.08763e-08 5.30966e-09 1.8884e-07 5.35093e-07 -2.25688e-09 -8.83325e-09
internal_weight=0 3098 3078 3049 2831 218 197 170 147 123 84 2800 2777 2757 2735 418 393 2317 2295 373 326 306 47 285 249 2273 90 41 2183 2126
internal_count=3121 3098 3078 3049 2831 218 197 170 147 123 84 2800 2777 2757 2735 418 393 2317 2295 373 326 306 47 285 249 2273 90 41 2183 2126
is_linear=0
shrinkage=0.1


Tree=9175
num_leaves=31
num_cat=0
split_feature=40 130 42 1212 1212 42 403 16 1213 402 402 15 1212 2 4 1212 13 1209 401 1212 132 1185 15 43 1186 1213 0 2 402 133
split_gain=1.19229e-10 2.44228e-10 1.54843e-10 1.24716e-10 1.36409e-10 5.42231e-10 9.4284e-10 6.79408e-10 1.72217e-10 1.76499e-09 1.33147e-09 9.24803e-10 1.37338e-09 9.19138e-10 3.7311e-10 2.26039e-10 2.78313e-10 2.35723e-10 1.89459e-10 4.88576e-10 1.77966e-10 6.22378e-10 4.01123e-10 3.06056e-10 4.51511e-10 2.06922e-10 1.32789e-09 1.00154e-09 4.95168e-10 3.21436e-10
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.52517999999999987 -0.09083999999999999 0.087505000000000013 0.44389500000000004 -0.091114999999999988 -0.084619999999999987 0.11522000000000002 0.13775000000000001 0.085730000000000015 0.086995000000000017 0.084755000000000011 -0.081609999999999988 -0.063924999999999996 -0.063184999999999977 -0.084519999999999984 -1.0000000180025095e-35 0.08468500000000001 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 -0.011694999999999999 1.0000000180025095e-35 0.093235000000000026 -0.086729999999999988 0.084985000000000019 0.10607000000000001 0.50628500000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 -5 9 11 15 13 -13 -6 -14 16 -10 -17 19 -19 22 -22 23 -20 -25 28 -27 -28 29 -23
right_child=1 2 -4 4 8 6 -8 -9 10 -11 -12 12 14 -15 -16 17 -18 18 20 -21 21 25 -24 24 -26 26 27 -29 -30 -31
leaf_value=2.4337888433478837e-07 -3.3356941664599374e-07 2.4167608555238816e-07 2.5381673367519398e-07 5.4735570894795925e-07 5.7058288919850732e-07 -8.6680176429982102e-07 1.9595302092056955e-08 -1.5209882279832972e-07 4.7889839630050292e-07 9.344221904360563e-07 -6.9076037649194537e-07 -9.0237456481882345e-07 -2.2320711514112192e-07 -1.2962697791420541e-07 3.5627424022521841e-07 -3.3509765598539943e-07 -1.8606648728050265e-08 -5.0810950278901152e-07 2.7781650861523023e-07 9.5135646327842804e-08 5.6798498945909162e-07 2.7976581827328511e-09 -5.1144663849811421e-07 -2.4513419070276974e-08 -5.3597202480659696e-07 6.9075558584582704e-07 -6.9346612569631821e-07 1.541774588037262e-07 -4.2394026043742392e-07 3.5643577783653986e-07
leaf_weight=20 22 21 24 21 37 21 28 41 22 22 28 24 25 38 20 21 23 25 26 29 20 2247 20 126 20 31 20 46 27 26
leaf_count=20 22 21 24 21 37 21 28 41 22 22 28 24 25 38 20 21 23 25 26 29 20 2247 20 126 20 31 20 46 27 26
internal_value=0 -1.56758e-09 8.04636e-10 -1.18302e-09 -2.86398e-09 -1.11673e-07 -3.60289e-07 8.48132e-08 1.26802e-09 1.00189e-07 -4.68804e-09 -2.72635e-08 -2.91474e-07 2.1581e-07 3.43402e-08 2.35118e-09 2.24618e-07 -1.37535e-09 1.25633e-09 -1.84145e-07 5.09368e-09 1.24548e-08 -8.75721e-08 -3.82843e-08 -9.45762e-08 7.81958e-09 1.50889e-07 -1.02684e-07 1.78577e-09 6.84279e-09
internal_weight=0 3101 3079 3055 3034 111 49 62 2923 166 2757 144 69 75 45 2729 45 2684 2663 54 2609 2417 192 172 146 2397 97 66 2300 2273
internal_count=3121 3101 3079 3055 3034 111 49 62 2923 166 2757 144 69 75 45 2729 45 2684 2663 54 2609 2417 192 172 146 2397 97 66 2300 2273
is_linear=0
shrinkage=0.1


Tree=9176
num_leaves=31
num_cat=0
split_feature=130 40 15 159 142 11 33 9 9 4 0 14 4 1185 130 1184 132 1203 1185 50 51 51 51 43 0 1455 1 159 160 52
split_gain=1.32921e-10 2.06241e-10 1.20023e-10 2.76236e-10 1.48682e-10 3.38925e-10 3.50289e-10 1.90106e-10 2.6444e-10 1.55181e-10 4.05347e-10 4.48237e-10 2.99993e-10 1.5984e-10 4.00167e-10 1.91313e-10 1.57112e-10 3.74918e-09 2.04969e-09 7.46e-10 1.35682e-10 1.00343e-09 6.64681e-10 3.61187e-10 1.41415e-09 1.19216e-09 3.99242e-10 8.49079e-10 5.96531e-10 4.33112e-10
threshold=-0.23123999999999997 -0.24290999999999999 -0.5556049999999999 0.10569000000000002 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.089995000000000006 0.10530000000000002 0.50996500000000011 -0.09515499999999999 -0.42214499999999994 0.50500500000000004 0.089300000000000004 -0.008624999999999999 0.084515000000000021 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.085734999999999992 -0.085039999999999991 -0.08824499999999999 -0.095049999999999982 -0.067094999999999988 -0.0084449999999999994 0.085475000000000009 0.096890000000000018 -0.087694999999999981 -0.53060999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 -7 9 -9 12 -11 -12 13 15 -15 16 17 19 -18 -8 22 -22 23 24 -20 -25 27 29 -28 -27
right_child=1 2 4 -5 5 6 7 8 -10 10 11 -13 -14 14 -16 -17 18 -19 20 -21 21 -23 -24 25 -26 26 28 -29 -30 -31
leaf_value=2.3950558443175395e-07 -3.2186970173597733e-07 -6.9346946673931595e-08 2.5117704918487939e-07 4.2728103085751395e-07 -3.5033748204682528e-07 -4.0776921916100649e-07 1.1030797539460057e-08 4.646473035747823e-07 -3.1461062765071226e-08 1.670060016665418e-07 -5.9056833277639136e-08 -6.7889820030586636e-07 3.1214399708431068e-07 -1.2477331495119871e-07 5.0023817144457484e-07 -3.1171370906690754e-07 -9.6896337366687981e-07 1.3821162364280327e-06 -7.5305852146811967e-07 -6.3815455717985971e-07 -6.2709598033996792e-07 -2.0300105049738282e-09 6.1549831542606626e-07 7.9039833505725083e-07 3.3345364776639896e-07 -3.2989395157117897e-07 6.2057566075119609e-07 -6.4805642014202178e-07 4.8755500134050325e-08 9.6443068549186286e-08
leaf_weight=23 20 24 23 21 28 21 154 21 22 27 28 20 31 20 21 20 22 20 25 20 26 2102 20 21 23 31 21 24 139 103
leaf_count=23 20 24 23 21 28 21 154 21 22 27 28 20 31 20 21 20 22 20 25 20 26 2102 20 21 23 31 21 24 139 103
internal_value=0 -1.78386e-09 2.95973e-10 1.62413e-07 -2.10932e-09 -4.04473e-09 -7.93156e-10 2.0932e-09 2.10824e-07 -9.8269e-10 -1.42965e-07 -3.17324e-07 2.76289e-09 -6.47781e-10 1.95355e-07 -3.54785e-09 -1.30746e-09 8.54535e-08 -7.89003e-09 -6.35882e-08 4.5065e-10 -9.66709e-09 5.33513e-08 2.42998e-08 -2.32438e-07 6.0652e-08 1.24612e-08 -1.00294e-07 1.23807e-07 -2.18714e-09
internal_weight=0 3098 3078 45 3033 3010 2982 2961 43 2918 75 48 2843 2812 41 2771 2751 194 2557 174 2535 2128 407 387 48 339 318 158 160 134
internal_count=3121 3098 3078 45 3033 3010 2982 2961 43 2918 75 48 2843 2812 41 2771 2751 194 2557 174 2535 2128 407 387 48 339 318 158 160 134
is_linear=0
shrinkage=0.1


Tree=9177
num_leaves=31
num_cat=0
split_feature=421 9 12 33 9 147 147 130 2 15 46 52 50 132 1204 50 130 128 1213 402 133 50 3 52 52 52 52 393 13 13
split_gain=1.21971e-10 2.23356e-10 3.6497e-10 1.94438e-10 2.40839e-10 1.53159e-10 2.07293e-10 1.2815e-10 2.65023e-10 2.17038e-10 1.47975e-10 1.63501e-10 1.36288e-10 1.21252e-09 2.92596e-09 7.00896e-10 4.53823e-10 3.70028e-10 6.64316e-10 5.20471e-10 9.29005e-10 5.62961e-10 3.89199e-10 2.73398e-10 5.13861e-10 4.74652e-10 5.44995e-10 2.65961e-10 2.51954e-10 1.01287e-09
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.015429999999999998 -0.009184999999999997 0.086220000000000005 0.097985000000000017 0.092070000000000013 -0.23123999999999997 0.31358000000000003 0.17980000000000004 0.084955000000000017 0.14295500000000003 0.083090000000000011 -0.083284999999999984 -0.077669999999999989 0.087525000000000006 0.0084900000000000028 0.10551000000000001 0.0036000000000000003 -0.10770499999999998 0.26753000000000005 0.091320000000000012 0.10893000000000001 0.55608500000000005 0.5140450000000002 0.41423000000000004 0.40411000000000002 0.11333500000000001 -0.082574999999999982 -0.083764999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 -5 9 10 12 -12 23 -14 -15 -16 17 18 19 -17 21 -21 28 24 25 26 27 -9 29 -23
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 11 -13 13 14 15 16 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.461616540472278e-07 -2.6397941316044387e-07 -8.1699335652274391e-08 4.8914759993579086e-07 2.3873993871926689e-07 3.4662209714042552e-07 -2.0103372668544533e-07 2.5824427270450663e-07 -1.398628672508467e-08 -3.1536503968254693e-07 2.7158855291594564e-07 3.8987372430909777e-07 -9.6356639154410448e-09 6.0789188182752696e-07 -1.1565745320954843e-06 6.2817963780048564e-07 3.9100972478135032e-07 4.5779050310557069e-07 4.2351750291658167e-07 -4.7893356191581982e-07 3.9074386677384614e-07 -6.4812249666539918e-07 1.6538775992889696e-08 -4.3733147274154019e-07 -3.3949751438145681e-07 4.7899270449696428e-07 -3.8335025440768995e-07 4.4295102817124227e-07 -3.5587348092932468e-07 1.1807528804597755e-07 -7.3853678554058885e-07
leaf_weight=20 28 21 24 22 20 38 31 2125 27 29 20 21 35 21 20 34 23 20 29 37 22 159 21 26 21 35 26 23 123 20
leaf_count=20 28 21 24 22 20 38 31 2125 27 29 20 21 35 21 20 34 23 20 29 37 22 159 21 26 21 35 26 23 123 20
internal_value=0 1.5862e-09 2.22752e-07 -1.6705e-09 7.55075e-10 -1.54457e-09 1.00781e-09 -1.70547e-09 -3.5189e-09 -6.05463e-10 -3.36451e-09 1.85247e-07 -6.10673e-09 3.7861e-08 1.46264e-10 4.79635e-08 2.41841e-08 2.73691e-09 -1.61746e-08 1.60851e-08 -1.72852e-08 2.1266e-08 -2.10581e-08 -1.70987e-08 -1.33397e-08 -1.80201e-08 -1.21386e-08 -1.76471e-08 7.88805e-09 -6.78272e-08
internal_weight=0 3101 45 3056 3028 3008 2970 2939 2917 2890 2861 41 2820 564 529 508 488 465 445 416 382 360 323 2256 2230 2209 2174 2148 302 179
internal_count=3121 3101 45 3056 3028 3008 2970 2939 2917 2890 2861 41 2820 564 529 508 488 465 445 416 382 360 323 2256 2230 2209 2174 2148 302 179
is_linear=0
shrinkage=0.1


Tree=9178
num_leaves=31
num_cat=0
split_feature=132 399 1203 393 1 3 50 481 159 51 160 157 15 2 3 2 52 15 16 474 1456 1456 133 1456 1456 1456 1456 51 51 51
split_gain=1.26472e-10 5.49793e-10 4.99272e-10 1.4899e-10 4.9014e-10 1.34836e-10 1.32966e-10 1.24248e-10 2.76571e-10 1.48819e-10 6.05681e-10 1.05018e-09 8.98624e-10 5.333e-10 1.38424e-09 1.03831e-09 9.07424e-10 5.48851e-10 4.98798e-10 3.71104e-10 2.68012e-10 2.4328e-10 3.39762e-10 3.06506e-10 2.66654e-10 6.00645e-10 3.86334e-10 2.50709e-10 3.93503e-10 1.24355e-09
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.088255000000000014 0.088975000000000012 -0.38012499999999999 0.087730000000000016 -0.24133999999999997 0.14029500000000003 -0.10056999999999998 -0.089744999999999978 -0.080299999999999996 -0.062284999999999993 0.10981000000000002 -0.094874999999999987 0.10613000000000002 -0.40306999999999998 -0.066844999999999988 0.51222500000000004 -0.090834999999999985 0.11510000000000002 0.091295000000000001 0.089405000000000012 0.088395000000000015 0.085755000000000012 0.085090000000000013 0.080615000000000006 -0.092769999999999991 -0.085734999999999992 -0.088764999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 5 -5 -2 -1 -7 9 10 12 -12 -9 15 -15 17 -16 -13 -19 -11 21 23 -23 24 25 26 27 -21 29 -29
right_child=1 -3 -4 4 -6 7 -8 8 -10 19 11 13 -14 14 16 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=7.6754619070785477e-09 -2.1077251105829231e-07 3.8337662044272607e-07 -5.4975467932649736e-07 8.1617166233292993e-08 -5.1609770215908734e-07 2.0505780084124948e-07 -2.3131076179399516e-07 2.1319199149161251e-07 -3.6678061675843311e-07 -3.7770252987456847e-07 8.0615421690514009e-07 -2.3968396289280752e-07 -7.0333323378690702e-07 9.5204632554090165e-07 -2.9848756163438661e-07 -6.6397495535729047e-07 4.1715124832067246e-07 4.4892828051099554e-08 5.5215634457031884e-07 -2.8939941361335485e-07 3.278501995964689e-07 2.0601465641115843e-08 -5.1336033741542703e-07 3.4473285349069838e-07 -2.7852018358570979e-07 5.4921462009360769e-07 -4.3878499099037073e-07 -1.0664910661262184e-07 -6.0813074202683418e-10 8.1760150768180528e-07
leaf_weight=169 29 38 20 34 23 31 27 20 20 26 21 41 23 22 37 23 34 63 28 29 25 26 22 26 34 20 20 37 2129 24
leaf_count=169 29 38 20 34 23 31 27 20 20 26 21 41 23 22 37 23 34 63 28 29 25 26 22 26 34 20 20 37 2129 24
internal_value=0 5.50131e-09 -7.38117e-08 4.92848e-10 -1.59566e-07 3.73959e-09 -2.52461e-08 5.97651e-09 3.73232e-09 6.4467e-09 7.14445e-08 1.27151e-07 -2.77042e-07 6.96544e-08 2.58969e-07 -4.39345e-08 4.42127e-08 6.41029e-08 2.00974e-07 -1.94012e-09 2.14425e-09 -1.29582e-09 -2.24131e-07 3.31655e-09 -5.54718e-10 3.62891e-09 -1.24456e-09 2.69902e-09 6.56699e-09 2.5699e-07
internal_weight=0 2905 216 2867 57 2810 196 2781 2750 2730 312 269 43 248 93 155 71 132 91 2418 2392 2367 48 2319 2293 2259 2239 2219 2190 61
internal_count=3121 2905 216 2867 57 2810 196 2781 2750 2730 312 269 43 248 93 155 71 132 91 2418 2392 2367 48 2319 2293 2259 2239 2219 2190 61
is_linear=0
shrinkage=0.1


Tree=9179
num_leaves=31
num_cat=0
split_feature=1211 403 1212 1212 0 42 1212 1200 402 401 400 132 1186 1203 52 1211 1212 1212 2 1212 1456 4 1456 1210 133 3 403 16 1210 1209
split_gain=1.18521e-10 2.60074e-10 1.78785e-10 1.40819e-10 5.30497e-10 1.69771e-10 1.54613e-10 1.61266e-10 1.8594e-10 6.0858e-10 2.02417e-10 1.809e-10 3.4182e-09 3.15362e-09 3.22968e-10 2.26649e-10 1.85269e-10 4.71509e-10 1.20229e-09 3.10562e-10 2.64233e-10 9.04629e-10 5.09293e-10 1.845e-10 1.15265e-09 1.7121e-09 2.97645e-09 2.00905e-09 1.17038e-09 2.93415e-10
threshold=0.11716500000000001 0.022375000000000003 0.13631000000000001 0.10321500000000002 -0.085939999999999989 0.08733500000000001 0.096720000000000014 0.090100000000000013 -0.45015499999999992 -1.0000000180025095e-35 -0.096814999999999984 -0.083284999999999984 0.0044650000000000011 0.088730000000000017 0.10347000000000002 0.087635000000000005 0.091580000000000009 0.087615000000000012 0.084755000000000011 0.086995000000000017 -0.15308499999999997 -0.065794999999999979 -0.091834999999999986 -0.00046999999999999993 0.40431 -0.078724999999999976 -0.0047449999999999992 -0.080954999999999985 -0.083289999999999989 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 7 8 9 -1 -10 12 14 15 -12 16 17 19 -19 20 21 -13 -22 24 25 26 27 28 -24 -25
right_child=1 -3 -4 4 5 -7 -8 -9 10 -11 11 13 -14 -15 -16 -17 -18 18 -20 -21 22 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=-6.0975072358360204e-07 3.2772711611173122e-07 -1.2517197254575358e-07 -2.8030918611954765e-07 -2.9086943150957726e-07 1.5627165036899324e-07 5.353777155613941e-07 -2.4191396340290377e-07 2.7460499492939393e-07 -2.2111123964403239e-07 1.6102170954062397e-07 6.55874120446419e-09 -7.5821933535280547e-07 1.3003155873190866e-06 -1.2246765953434424e-06 -3.7638620911960831e-07 3.0531056415838977e-07 2.4578555847791644e-07 -9.0481257348784543e-07 9.6139791878613335e-08 3.7994622526970162e-07 4.5730858710157918e-07 2.7142229364265158e-08 1.1107625534185156e-06 1.0802129419207179e-09 7.4628985610540139e-07 7.7902068789586816e-07 -1.0604971115364087e-06 -3.9075393372510727e-07 7.9268866929024542e-08 -2.7561846752705723e-07
leaf_weight=20 32 21 23 20 27 21 27 21 41 21 144 20 21 21 26 25 31 20 30 22 25 55 22 2210 24 23 28 39 22 39
leaf_count=20 32 21 23 20 27 21 27 21 41 21 144 20 21 21 26 25 31 20 30 22 25 55 22 2210 24 23 28 39 22 39
internal_value=0 1.48277e-07 -2.55069e-09 -4.52676e-10 1.41836e-07 3.22131e-07 -3.70281e-09 -1.52258e-09 -3.50232e-09 -2.14965e-07 -5.00259e-10 2.67679e-09 9.66756e-08 -4.08292e-09 -5.20093e-08 5.64477e-09 2.77441e-09 -1.46622e-10 -3.04241e-07 5.86553e-09 2.58281e-09 -1.82288e-07 8.28399e-09 3.62025e-09 1.08075e-07 -6.2325e-09 -1.68943e-07 1.31823e-07 5.95016e-07 -3.71803e-09
internal_weight=0 53 3068 3045 68 48 2977 2950 2929 41 2888 2847 191 2656 170 2635 2610 2579 50 2529 2507 75 2432 2407 158 134 111 83 44 2249
internal_count=3121 53 3068 3045 68 48 2977 2950 2929 41 2888 2847 191 2656 170 2635 2610 2579 50 2529 2507 75 2432 2407 158 134 111 83 44 2249
is_linear=0
shrinkage=0.1


Tree=9180
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1206 15 15 15 13 13 133 160 16 13 12 12 16 42 15 1209 11 1 1429 157 1452 483 51 484 483 12 3
split_gain=1.22059e-10 6.10657e-10 3.21289e-10 1.14124e-10 1.35863e-10 6.49654e-10 5.70008e-10 5.09428e-10 1.30001e-09 2.05665e-09 1.78112e-09 8.68266e-10 7.50373e-10 3.4395e-10 4.14213e-10 3.61089e-10 3.38046e-10 2.99853e-10 2.9659e-10 1.84297e-10 5.66786e-10 2.50438e-10 2.49792e-10 2.09432e-10 2.56353e-10 5.59244e-10 1.03443e-09 2.66975e-10 2.60502e-10 4.79627e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 1.0000000180025095e-35 0.094425000000000023 0.095575000000000007 0.093575000000000019 -0.083364999999999981 -0.077944999999999987 0.089980000000000018 -0.52954999999999985 -0.08595499999999999 -0.076384999999999995 0.096295000000000019 0.089085000000000011 -0.06421499999999998 0.11839500000000001 0.123935 0.11240000000000001 0.096215000000000009 0.10752500000000002 0.12387000000000002 0.41580000000000006 0.10669000000000002 -0.095689999999999983 -0.020969999999999996 -0.23993499999999998 -0.087689999999999976 0.093765000000000015 -0.047929999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 18 11 9 10 -9 -7 -10 14 -14 16 -15 -17 19 21 -21 22 23 24 25 -3 -27 -26 -29 -30
right_child=1 3 -4 -5 5 7 -8 8 12 -11 -12 -13 13 15 -16 17 -18 -19 -20 20 -22 -23 -24 -25 27 26 -28 28 29 -31
leaf_value=-2.5756887027798785e-08 5.4276793061295141e-07 -1.9043528236732774e-07 -3.8812048219126291e-07 -2.3648984591062573e-07 4.978123530830295e-07 2.0134504352511244e-07 -5.3694297349693446e-07 -5.9036857464889185e-07 -6.1848210421544534e-07 1.3188933248287073e-06 7.4421873421215421e-07 -5.4032277109615142e-07 7.2521058733989527e-09 -5.6250721905331855e-07 4.9926107195119582e-07 2.7431423303722924e-07 -5.2940462846133112e-08 -1.3106674792211564e-07 3.3503734219773551e-07 5.1751607471190334e-07 -1.1559432169310787e-07 -3.4459307262192274e-07 2.9127697341075579e-07 -2.4852089737237292e-07 -3.6632127484197211e-07 -4.4824775613960811e-08 9.0720167588101285e-07 6.9828525459246835e-09 -5.1238105296611029e-08 -4.6918413502794466e-07
leaf_weight=194 21 26 28 20 31 27 20 20 20 20 20 38 44 23 28 36 30 37 26 26 31 22 28 36 21 25 21 1848 324 30
leaf_count=194 21 26 28 20 31 27 20 20 20 20 20 38 44 23 28 36 30 37 26 26 31 22 28 36 21 25 21 1848 324 30
internal_value=0 5.47582e-09 -7.14604e-08 1.55535e-09 3.22116e-09 5.94113e-08 -5.23903e-09 1.9789e-08 7.8718e-08 4.90914e-07 7.69251e-08 -2.32245e-07 -3.47306e-08 2.42342e-08 1.98589e-07 -7.53971e-08 -2.74073e-07 6.88472e-08 -9.23249e-10 -4.50609e-09 1.73193e-07 -8.76012e-09 -5.62815e-09 -9.19458e-09 -5.44044e-09 1.80268e-07 3.89796e-07 -1.14553e-08 -8.07101e-09 -8.66573e-08
internal_weight=0 2899 222 2878 2858 374 2484 343 278 60 40 65 218 198 72 126 53 73 2464 2438 57 2381 2359 2331 2295 72 46 2223 2202 354
internal_count=3121 2899 222 2878 2858 374 2484 343 278 60 40 65 218 198 72 126 53 73 2464 2438 57 2381 2359 2331 2295 72 46 2223 2202 354
is_linear=0
shrinkage=0.1


Tree=9181
num_leaves=31
num_cat=0
split_feature=40 130 12 16 139 12 130 0 12 43 15 160 479 15 15 131 4 15 2 13 52 15 15 3 15 3 15 3 4 1455
split_gain=1.15512e-10 2.76421e-10 1.51952e-10 2.5802e-10 2.45603e-10 2.17218e-10 3.36568e-10 4.45914e-10 2.95789e-10 4.51994e-10 1.76341e-10 5.52681e-10 5.10094e-10 1.91518e-10 1.83623e-10 8.98622e-10 1.59436e-09 7.28825e-10 7.28977e-10 1.3693e-09 7.81562e-10 5.61951e-10 7.70349e-10 5.65385e-10 4.50793e-10 1.0762e-09 5.03034e-10 4.49376e-10 4.18415e-10 2.628e-10
threshold=-0.24620999999999996 -0.22699999999999995 0.12477500000000001 -0.088909999999999989 -0.060214999999999998 0.11351500000000002 0.09364500000000002 -0.073309999999999986 0.10911500000000002 -0.036954999999999995 0.12044500000000001 -0.067824999999999983 0.11198500000000002 0.17980000000000004 0.094425000000000023 0.08956500000000002 -0.04890499999999999 0.095575000000000007 0.092120000000000021 -0.077799999999999994 0.008405000000000001 0.092400000000000024 0.091650000000000023 -0.080104999999999996 0.090750000000000011 -0.083489999999999995 0.090455000000000021 -0.076234999999999983 -0.076229999999999978 0.087930000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 8 7 -7 10 -10 12 -12 14 -13 21 16 17 -16 20 -20 28 22 24 -23 26 -26 29 -21 -19 -6
right_child=1 2 3 -5 5 6 -8 -9 9 -11 11 13 -14 -15 15 -17 -18 18 19 27 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=2.3955848121204327e-07 -3.5474541535407413e-07 -3.5183523834803058e-07 4.0369975823750795e-07 1.2768802411992162e-08 1.7347889944908781e-09 3.2050445936833558e-07 -5.1591788462701516e-07 -2.2884049858223283e-07 -6.9307757183631349e-08 5.4495350650540792e-07 6.0191657546226907e-07 -1.9608384330841286e-07 -4.7290864180784249e-07 1.6203456636443293e-07 5.5402962660676942e-07 -4.0727342192070638e-07 9.6663650905074148e-07 2.1032962520292942e-07 -8.3022418183330811e-07 -2.087611668457612e-07 6.9584361416342632e-07 -6.3879222444995776e-07 4.9447199539222013e-07 8.8025331024255148e-09 1.4820347992692563e-07 -8.4194409520846202e-07 4.8592468390649767e-07 4.1872483128220965e-07 -3.3569787685495535e-07 -1.5588392966517998e-07
leaf_weight=20 22 20 25 52 2250 22 20 45 23 25 20 28 23 32 26 32 22 36 26 25 22 28 31 26 23 21 21 21 23 111
leaf_count=20 22 20 25 52 2250 22 20 45 23 25 20 28 23 32 26 32 22 36 26 25 22 28 31 26 23 21 21 21 23 111
internal_value=0 -1.53959e-09 9.84133e-10 1.39694e-07 -2.57373e-09 -2.31262e-10 -1.5592e-07 -4.84586e-08 4.44748e-09 2.5062e-07 2.9705e-10 1.46664e-07 -3.93473e-09 -5.08736e-09 -3.82315e-12 8.49174e-08 1.63276e-07 6.45392e-08 -1.86422e-08 -2.50162e-07 1.87153e-07 -7.88381e-09 -8.70548e-10 -3.26987e-07 -7.20015e-09 -3.24367e-07 -1.34149e-09 7.76998e-08 -2.52855e-09 -5.67549e-09
internal_weight=0 3101 3079 77 3002 2982 87 67 2895 48 2847 80 2767 60 2744 233 201 179 153 72 81 2511 2457 54 2426 44 2382 46 59 2361
internal_count=3121 3101 3079 77 3002 2982 87 67 2895 48 2847 80 2767 60 2744 233 201 179 153 72 81 2511 2457 54 2426 44 2382 46 59 2361
is_linear=0
shrinkage=0.1


Tree=9182
num_leaves=31
num_cat=0
split_feature=142 11 9 13 9 34 10 147 147 147 16 16 402 150 3 52 2 0 16 403 0 16 0 403 43 13 128 4 159 402
split_gain=1.20136e-10 2.61379e-10 1.4022e-10 3.63315e-10 3.23204e-10 1.25797e-10 1.67038e-10 1.33272e-10 1.9191e-10 1.63511e-10 1.35663e-10 4.47198e-10 4.35209e-10 4.07279e-10 8.81511e-10 5.9045e-10 5.06135e-10 4.80371e-10 1.93327e-09 2.33305e-09 1.35024e-09 6.53702e-10 1.49231e-09 5.70092e-10 6.64824e-10 4.58458e-10 5.47094e-10 8.44376e-10 1.53888e-09 3.68624e-10
threshold=-0.057499999999999989 -1.0000000180025095e-35 0.091600000000000015 -0.070304999999999992 0.085555000000000006 -0.097449999999999981 1.0000000180025095e-35 0.099730000000000027 0.093875000000000014 0.090755000000000016 -0.083134999999999987 -0.08231999999999999 0.12389500000000002 0.099590000000000026 0.088060000000000013 -0.080979999999999983 0.089125000000000024 -0.086729999999999988 -0.090764999999999985 -0.019354999999999994 -0.086074999999999985 -0.092484999999999984 -0.087974999999999984 0.088465000000000002 0.0041500000000000009 -0.017449999999999997 0.084155000000000021 -0.00099499999999999979 -1.0000000180025095e-35 0.042685000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 8 9 10 12 -12 13 15 -15 16 -7 18 21 -20 -19 22 23 25 -25 26 27 28 -17 -22
right_child=1 2 3 -5 -6 6 -8 -9 -10 -11 11 -13 -14 14 -16 17 -18 20 19 -21 29 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=2.2287933555039295e-07 -3.0586636045524887e-07 2.3397247989874896e-07 1.3906770116084937e-07 -4.0397807963594393e-07 3.8569701866270577e-07 2.3695351780177243e-08 -2.6354843759198354e-07 2.0430698715045993e-07 -2.7676011268340517e-07 2.8643688224860855e-07 3.5468741962655548e-07 8.1504765412306885e-09 -4.8111405595548037e-07 1.1971923634901991e-08 -7.9533444485540316e-07 5.7245705678807013e-08 7.2660684637071425e-07 6.418163903814472e-07 -4.4996320543060183e-08 -1.4442109488754797e-06 3.8596223722407896e-08 4.2356656566671663e-07 -7.7190155749391392e-07 7.0321669526314825e-07 1.4938257978750849e-08 1.1565068708411071e-07 3.3618892070594685e-07 -7.5906824919056201e-08 -1.0895067921978806e-06 -3.3139133217711487e-07
leaf_weight=24 28 23 22 28 22 21 24 32 25 20 38 1860 21 38 21 22 20 37 26 22 263 31 27 23 36 112 23 177 25 30
leaf_count=24 28 23 22 28 22 21 24 32 25 20 38 1860 21 38 21 22 20 37 26 22 263 31 27 23 36 112 23 177 25 30
internal_value=0 -1.71897e-09 1.05592e-09 -1.65038e-07 3.80673e-09 1.0034e-09 -7.98312e-10 1.33932e-09 -8.86512e-10 1.49746e-09 -4.86104e-10 1.50885e-08 -3.08047e-08 -2.08922e-08 -2.75374e-07 -4.11631e-09 3.66579e-07 -2.19132e-08 -8.14315e-08 -6.86303e-07 7.25948e-08 -2.04361e-08 -5.13666e-08 -4.82485e-09 2.8325e-07 -5.21687e-08 -1.28265e-07 -1.75954e-07 -5.52729e-07 7.13539e-10
internal_weight=0 3097 3069 50 3019 2997 2974 2950 2918 2893 2873 1898 975 954 59 895 41 854 524 48 330 476 445 418 59 359 247 224 47 293
internal_count=3121 3097 3069 50 3019 2997 2974 2950 2918 2893 2873 1898 975 954 59 895 41 854 524 48 330 476 445 418 59 359 247 224 47 293
is_linear=0
shrinkage=0.1


Tree=9183
num_leaves=31
num_cat=0
split_feature=132 132 1203 1212 402 402 16 42 1209 1210 1210 42 1212 13 1210 42 403 2 12 12 12 1455 1454 12 2 13 1456 1456 51 12
split_gain=1.21141e-10 5.50598e-10 2.72217e-10 1.24182e-10 1.40565e-09 1.40206e-09 6.15249e-10 6.39544e-10 2.0905e-10 2.83442e-10 2.59355e-10 1.01395e-09 4.85959e-10 4.36377e-10 2.90123e-10 8.6489e-10 2.02849e-10 5.31e-10 1.66662e-10 1.37903e-10 1.34605e-09 7.89606e-10 9.89083e-10 6.88803e-10 1.29635e-09 1.587e-09 6.43902e-10 9.05147e-10 4.10701e-10 7.78684e-10
threshold=-0.083174999999999985 -0.044384999999999994 0.088820000000000024 -0.089544999999999986 0.23460000000000003 0.13924000000000003 -0.092484999999999984 0.086835000000000009 -0.087714999999999987 -0.13847499999999999 -0.061049999999999993 0.089810000000000015 0.087440000000000004 -0.0051199999999999987 -0.00046999999999999993 0.085010000000000016 -0.53255499999999989 0.084055000000000005 0.088845000000000021 0.089505000000000015 0.089735000000000023 0.11192500000000001 0.088250000000000009 0.088725000000000012 0.09142500000000002 -0.083254999999999982 -0.079429999999999987 -0.049894999999999995 0.096505000000000021 0.093965000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 8 6 -3 18 -5 -10 11 12 -11 -14 15 -12 17 -16 -8 23 -21 22 26 -18 25 -25 -22 -28 -29 -30
right_child=1 3 -4 4 -6 -7 7 -9 9 10 14 -13 13 -15 16 -17 19 -19 -20 20 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-2.913721311877502e-08 4.3162522056642653e-07 -4.6864370506664973e-07 -3.6268199189290077e-07 2.8552093628884621e-07 -7.4995959766965831e-07 8.6666127032231097e-07 -3.3344582152494697e-07 3.990114864053966e-07 3.5806488447385411e-07 3.3289195760590121e-07 -9.9838963365909084e-08 -7.9716278861496908e-07 1.1739583832033013e-07 -5.2727217720871526e-07 1.3007374284914319e-07 6.8422103680632065e-07 4.6372438102648595e-10 -5.4943989028451461e-07 4.3940520103288616e-08 7.0357576681811323e-07 -3.8570503069953095e-07 5.1534042218766751e-07 -6.6844259743509782e-07 -6.9103393204014458e-07 -8.3498165904843367e-07 3.8147779671485425e-07 6.9470108982727657e-07 -1.3881912613661136e-08 7.0090837347436272e-07 3.9618623429924954e-08
leaf_weight=194 30 26 28 26 25 20 25 37 22 28 34 20 21 21 23 24 1476 23 22 29 39 30 22 22 29 37 20 675 24 69
leaf_count=194 30 26 28 26 25 20 25 37 22 28 34 20 21 21 23 24 1476 23 22 29 39 30 22 22 29 37 20 675 24 69
internal_value=0 5.44039e-09 -7.12059e-08 9.83942e-10 -3.54857e-09 9.64805e-08 -4.35524e-08 8.80235e-08 3.32699e-09 5.97439e-10 -2.3524e-09 -1.69219e-07 1.01939e-08 -2.04938e-07 3.47755e-09 2.246e-07 -1.61581e-09 -2.09683e-07 -1.56797e-07 2.25599e-09 3.32543e-08 1.1139e-08 -6.67729e-09 -1.57405e-08 -2.87529e-07 -1.84418e-08 1.09271e-08 3.05574e-08 1.3262e-08 2.10274e-07
internal_weight=0 2899 222 2869 2739 130 110 84 2714 2688 2666 90 70 42 2576 58 2518 46 47 2472 908 879 849 1564 88 59 827 788 768 93
internal_count=3121 2899 222 2869 2739 130 110 84 2714 2688 2666 90 70 42 2576 58 2518 46 47 2472 908 879 849 1564 88 59 827 788 768 93
is_linear=0
shrinkage=0.1


Tree=9184
num_leaves=31
num_cat=0
split_feature=401 1210 1212 401 4 403 1210 1210 1212 1212 15 402 1210 130 1209 1209 401 0 3 133 1210 15 402 1213 403 403 393 403 1185 3
split_gain=1.15505e-10 1.82209e-10 1.39336e-10 1.67782e-10 5.12167e-10 1.35376e-10 3.78626e-10 1.98087e-10 1.43635e-10 8.21265e-10 6.79582e-10 1.97967e-10 1.76705e-10 1.73885e-09 8.78407e-10 3.41729e-10 2.07243e-10 7.9687e-10 3.52858e-10 3.36275e-10 2.48921e-10 3.89243e-10 3.25227e-10 2.21216e-10 5.79258e-10 4.24531e-10 2.8214e-10 2.22717e-10 1.51651e-10 1.46817e-10
threshold=0.13837000000000002 -0.38516499999999992 -0.50120999999999993 0.11602000000000001 -0.064054999999999987 -0.55276999999999987 -0.13847499999999999 -0.090569999999999998 -0.092474999999999988 -0.087764999999999996 0.085550000000000015 0.113945 -0.065674999999999983 0.08610000000000001 0.087355000000000002 -0.065739999999999979 -0.078179999999999986 -0.071924999999999989 -0.078084999999999988 0.51114000000000004 0.0028200000000000005 0.090615000000000015 -0.088189999999999991 0.099360000000000018 -0.014954999999999998 -0.41825499999999993 0.11333500000000001 0.12089000000000001 0.093750000000000014 -0.094874999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -7 -8 10 -10 -9 12 13 14 -11 -14 17 18 -17 20 22 -22 -18 25 -25 -24 27 28 29 -27
right_child=-2 2 3 4 -6 6 7 8 9 11 -12 -13 15 -15 -16 16 19 -19 -20 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=2.3530401639012176e-07 -2.3373919150669411e-07 2.4427232203735279e-07 -1.9010851805451485e-07 1.4793177754091586e-07 -5.5047967992192891e-07 4.2547038078953938e-07 -2.9959890600718031e-07 5.6786339920715069e-07 -6.4020558937727406e-07 7.4583405670543529e-07 -1.1538620049583876e-07 3.1635953376962791e-07 -3.2360780670098229e-07 -6.7039956824999086e-07 3.4343085530963433e-09 2.1187330461274273e-07 -3.372878421126596e-07 7.0396364595382019e-07 -3.0950145514907488e-07 -3.1688339966669504e-07 -4.9130968223080766e-08 5.6041845738263877e-07 4.6305408062607968e-07 -4.2996276893946198e-07 1.975671911402799e-07 5.3367904114107323e-08 3.6541481341330272e-07 -3.3503582486105188e-07 -2.6749801331031145e-07 -9.6790707903180573e-09
leaf_weight=33 21 23 37 21 21 21 22 24 20 34 37 20 33 20 30 27 29 20 25 34 22 20 20 38 24 457 21 20 21 1926
leaf_count=33 21 23 37 21 21 21 22 24 20 34 37 20 33 20 30 27 29 20 25 34 22 20 20 38 24 457 21 20 21 1926
internal_value=0 1.57988e-09 -9.3492e-10 -2.78767e-09 -2.01274e-07 -1.07116e-11 2.3615e-09 -6.56596e-10 1.59417e-09 -1.64323e-09 1.53433e-07 2.85211e-09 6.29438e-10 1.43493e-07 3.97834e-07 -3.75512e-09 1.48413e-10 1.67532e-07 -3.87876e-08 -4.43047e-09 -3.41406e-10 2.41131e-07 -4.30926e-09 -4.87975e-10 -1.87048e-07 4.20441e-09 4.51034e-10 -2.71078e-09 5.39865e-11 2.41177e-09
internal_weight=0 3100 3067 3044 42 3002 2965 2944 2922 2861 61 2841 2821 84 64 2737 2704 72 52 2632 2598 42 2556 2527 62 2465 2445 2424 2404 2383
internal_count=3121 3100 3067 3044 42 3002 2965 2944 2922 2861 61 2841 2821 84 64 2737 2704 72 52 2632 2598 42 2556 2527 62 2465 2445 2424 2404 2383
is_linear=0
shrinkage=0.1


Tree=9185
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 52 133 403 403 1204 1204 12 400 1185 1185 129 3 1184 394 130 39 0 4 4 4 4 4 16 151 149
split_gain=1.09338e-10 3.44992e-09 1.82778e-09 6.51042e-10 1.69703e-10 2.69684e-10 4.17926e-10 1.73774e-10 1.33423e-10 1.28007e-10 1.13346e-10 5.95622e-10 5.6463e-10 1.35889e-10 1.97816e-10 1.9848e-10 5.17626e-10 3.15222e-10 1.63363e-10 1.33581e-10 1.96192e-10 1.97381e-10 1.5944e-10 7.4195e-10 4.30578e-10 3.32336e-10 3.71143e-10 7.91257e-10 5.64715e-10 4.30928e-10
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.090645000000000017 -0.37971999999999995 -0.023519999999999996 -0.089609999999999981 -0.08483499999999998 -0.016569999999999994 0.087505000000000013 -0.077959999999999988 0.093750000000000014 0.085600000000000009 -0.077709999999999987 -0.082794999999999994 0.083155000000000021 -0.089309999999999987 -0.23123999999999997 0.11785000000000002 -0.057069999999999989 0.0049200000000000008 0.0061450000000000003 0.0033150000000000007 0.015030000000000002 0.033845000000000007 -0.029084999999999996 0.057610000000000008 0.080895000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 8 -8 -10 11 -4 -13 14 15 16 -12 18 -17 -20 22 -22 24 -24 -21 -25 27 -27 -28 -30
right_child=2 -3 10 -5 -6 -7 7 -9 9 -11 13 12 -14 -15 -16 17 -18 -19 19 20 21 -23 23 25 -26 26 28 -29 29 -31
leaf_value=-4.6279114710701971e-07 -9.1316785916329872e-07 1.2868573906286788e-06 -3.4423988114181985e-07 -6.0208823128959919e-07 2.666338310692005e-07 2.0422674317109747e-07 1.0294496580998981e-07 2.5158991581619719e-07 9.3175220258888748e-09 -3.1728973957407495e-07 -5.8336251257173904e-07 6.4590184797689671e-07 4.9750678697291925e-08 -2.6155606434485891e-07 2.8006703075789122e-07 -2.3041194499602434e-07 1.3610005030528783e-07 3.96297529050571e-07 2.5794757846142602e-07 -6.4650437721422554e-09 -3.9618926497553275e-07 1.4506139804511389e-08 5.8824312431463958e-07 -2.7751856645100555e-07 -3.423151813655214e-07 7.5884593332462147e-07 4.57995077748341e-08 -1.2002689175005799e-07 -5.8624695875244888e-07 3.117163885235641e-08
leaf_weight=26 22 21 22 20 21 36 26 20 21 28 20 24 47 20 25 31 20 20 20 1801 25 22 24 35 39 21 598 20 26 20
leaf_count=26 22 21 22 20 21 36 26 20 21 28 20 24 47 20 25 31 20 20 20 1801 25 22 24 35 39 21 598 20 26 20
internal_value=0 6.81327e-08 -5.14335e-09 -6.1126e-08 -3.43674e-10 -3.6054e-08 -1.07543e-07 -1.03166e-08 -8.01583e-08 -1.77315e-07 1.79295e-09 1.10394e-07 2.51267e-07 -1.83099e-09 4.63156e-11 -2.50675e-09 -2.23631e-07 7.66739e-10 -2.18278e-09 4.86061e-10 -1.47108e-09 -2.03949e-07 2.21176e-09 4.12756e-08 -1.35836e-08 2.30433e-08 3.84005e-08 3.30127e-07 1.98278e-08 -3.17804e-07
internal_weight=0 219 2902 198 178 157 121 95 75 49 2880 93 71 2787 2767 2742 40 2702 2682 2651 2631 47 2584 744 1840 720 685 41 644 46
internal_count=3121 219 2902 198 178 157 121 95 75 49 2880 93 71 2787 2767 2742 40 2702 2682 2651 2631 47 2584 744 1840 720 685 41 644 46
is_linear=0
shrinkage=0.1


Tree=9186
num_leaves=31
num_cat=0
split_feature=50 132 1211 50 132 128 1210 50 159 42 151 0 0 484 0 13 0 51 4 4 50 480 480 2 42 403 1210 403 393 1447
split_gain=1.10538e-10 1.14075e-09 2.68254e-09 6.37811e-10 5.0139e-10 3.41072e-10 5.96114e-10 4.10733e-10 3.29347e-10 5.28995e-10 2.52558e-10 3.45907e-10 7.84747e-10 5.1821e-10 4.94228e-10 4.13798e-10 3.56037e-10 2.74418e-10 2.5749e-10 4.37941e-10 2.48194e-10 2.41191e-10 2.40467e-10 3.86598e-09 1.45591e-09 9.96135e-10 2.9575e-10 3.35249e-10 2.66873e-10 2.70567e-10
threshold=0.083090000000000011 -0.083284999999999984 0.11048500000000001 0.087525000000000006 -1.0000000180025095e-35 0.10551000000000001 -0.0074649999999999985 0.091320000000000012 0.04105000000000001 0.083935000000000023 -0.085224999999999981 -0.087414999999999979 -0.090644999999999989 -0.070054999999999992 -0.084804999999999978 -0.085964999999999986 -0.08095999999999999 0.10027500000000002 -0.00059999999999999995 -0.021294999999999998 0.020130000000000006 0.11471500000000003 0.086995000000000017 0.084755000000000011 0.090395000000000017 -0.55049499999999985 -0.14310999999999999 -0.5335399999999999 0.11170000000000001 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 -2 3 -3 -5 6 -6 -8 10 -10 -9 12 13 -12 -13 -16 -17 -15 19 -18 21 22 25 -24 -25 -1 -27 -28 29 -29
right_child=1 2 -4 4 5 -7 7 8 9 -11 11 14 -14 17 15 16 18 -19 -20 -21 -22 -23 23 24 -26 26 27 28 -30 -31
leaf_value=6.5205818907049e-07 5.9260786262679441e-07 5.7292838772335259e-07 -8.8493932119959602e-07 5.2523430156270483e-07 -4.3416389705915516e-07 4.1875398004265208e-07 3.5520826876173877e-07 3.6509864527612905e-07 -6.38609947287705e-07 7.9999875067317465e-08 -3.1133318581548037e-07 4.4240674490290329e-07 -5.1745493259147677e-07 -7.4965535408940325e-08 -2.8710116225738605e-07 4.7687554970685775e-07 8.2815731039837768e-08 3.5275557650038538e-07 3.0966405141988129e-07 -4.047694085329568e-07 -3.1071896484246725e-07 3.0958896293971826e-07 -1.121524525650596e-06 7.6186238164066912e-07 -2.0731011129408862e-07 -2.9367473012421724e-07 3.7505160225029379e-07 -2.6641989876452498e-07 -3.5525840938920409e-07 -7.4236202428713558e-10
leaf_weight=23 35 23 32 20 30 20 35 21 20 21 30 33 36 24 35 21 70 40 26 25 27 24 29 31 31 36 23 39 22 2239
leaf_count=23 35 23 32 20 30 20 35 21 20 21 30 33 36 24 35 21 70 40 26 25 27 24 29 31 31 36 23 39 22 2239
internal_value=0 3.86929e-08 4.1964e-09 5.78801e-08 3.4515e-08 1.43622e-08 -2.95649e-09 2.66458e-08 -1.96033e-09 -2.70542e-07 2.85433e-08 7.75611e-09 -1.20441e-07 3.1607e-08 8.71162e-08 2.08756e-08 9.67853e-08 1.9236e-07 3.08193e-08 -4.54961e-08 -9.15584e-09 -5.89505e-09 -8.95676e-09 -1.68496e-07 2.77276e-07 -2.86187e-09 -9.24727e-09 -4.83944e-09 -8.63835e-09 -5.29084e-09
internal_weight=0 597 562 530 507 487 467 437 402 41 361 340 130 94 210 177 142 64 121 95 2524 2497 2473 91 62 2382 2359 2323 2300 2278
internal_count=3121 597 562 530 507 487 467 437 402 41 361 340 130 94 210 177 142 64 121 95 2524 2497 2473 91 62 2382 2359 2323 2300 2278
is_linear=0
shrinkage=0.1


Tree=9187
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 2 12 4 400 1208 1208 1210 1210 1210 403 1212 42 1209 403 43 1209 401 2 133 402 3 1212 133 160 43 43
split_gain=1.28729e-10 6.88094e-10 3.61278e-10 1.21434e-10 3.00665e-10 2.1387e-10 1.90426e-10 1.78487e-10 1.16362e-10 2.2018e-10 1.20009e-10 1.81938e-10 1.62548e-10 1.19866e-10 3.24611e-10 5.99502e-10 5.98504e-10 3.26296e-10 4.8835e-10 1.90718e-10 1.15642e-10 4.70712e-10 3.34868e-10 2.08674e-10 8.29629e-10 7.16497e-10 1.3547e-10 5.17767e-10 4.37513e-10 1.05441e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.096010000000000012 0.10136500000000002 0.10911500000000002 0.010840000000000001 -1.0000000180025095e-35 0.11531000000000001 0.10233500000000001 -0.3960249999999999 -0.13847499999999999 -0.090569999999999998 0.62200000000000011 -0.092474999999999988 0.086835000000000009 -0.084519999999999984 -0.5335399999999999 -0.025214999999999998 -0.033554999999999995 -0.06959499999999999 0.091895000000000018 0.51114000000000004 -0.064959999999999976 -0.082334999999999978 0.087440000000000004 0.098785000000000012 -0.40957499999999997 -0.073404999999999984 -0.06984499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 7 -1 9 10 -3 -12 -13 14 15 -14 -16 18 -18 -19 21 -21 23 24 25 -22 -25 -28 -29 -30
right_child=1 8 -4 5 -6 -7 -8 -9 -10 -11 11 12 13 -15 16 -17 17 19 -20 20 22 -23 -24 26 -26 -27 27 28 29 -31
leaf_value=1.9334750312247288e-08 5.75961273409034e-07 -2.0936112487443432e-07 -4.0918039922693038e-07 -8.6195737939335463e-08 -3.9817493213689659e-07 2.9508196054247752e-07 2.7155093519581901e-07 -2.9067915166846294e-07 -2.0516532833459715e-07 2.6424713581718608e-07 2.8257473396162982e-07 -2.7058097034879128e-07 -6.4680001798933517e-08 -1.9990589060884743e-07 -4.183079782064049e-07 4.8997216408140866e-07 -5.2946422594383572e-08 -2.8715931287716443e-07 6.3750437345078132e-07 -8.9509482174770186e-08 3.2536446603614877e-07 4.6268156862739628e-07 -3.279323599995663e-07 4.6516348887577191e-09 6.2790370701184031e-07 -3.623943975774389e-07 -5.6358778049769859e-07 -2.0565012246898108e-07 7.2066946537254566e-07 -5.514145402817439e-08
leaf_weight=65 21 27 28 31 24 28 20 26 27 32 23 22 40 29 34 38 21 23 20 38 28 26 31 2152 26 33 20 80 22 86
leaf_count=65 21 27 28 31 24 28 20 26 27 32 23 22 40 29 34 38 21 23 20 38 28 26 31 2152 26 33 20 80 22 86
internal_value=0 5.61888e-09 -7.33915e-08 -2.49271e-08 -7.72302e-08 9.47496e-08 -7.83676e-09 -6.92407e-08 1.45724e-09 3.41403e-09 4.53173e-10 2.48218e-09 1.55662e-10 2.32392e-09 4.48163e-09 2.05535e-07 -1.45858e-09 3.97997e-09 2.83859e-07 -4.93725e-10 2.10002e-09 1.34818e-07 -1.32772e-09 2.80989e-09 1.54904e-07 -4.67018e-08 -2.79698e-09 -7.98615e-08 -2.84013e-08 1.02894e-07
internal_weight=0 2899 222 194 135 59 111 91 2878 2851 2819 2792 2769 2747 2718 78 2640 2606 41 2565 2542 64 2478 2447 87 61 2360 208 188 108
internal_count=3121 2899 222 194 135 59 111 91 2878 2851 2819 2792 2769 2747 2718 78 2640 2606 41 2565 2542 64 2478 2447 87 61 2360 208 188 108
is_linear=0
shrinkage=0.1


Tree=9188
num_leaves=31
num_cat=0
split_feature=142 11 33 1 1 9 15 479 160 1447 480 3 1 1 401 129 456 13 456 475 2 4 1374 150 475 1375 151 50 403 1
split_gain=1.12643e-10 2.21872e-10 1.41596e-10 1.39814e-10 2.75145e-09 1.97889e-09 2.8882e-09 1.39103e-09 2.01965e-09 6.95441e-10 5.00893e-10 1.07213e-09 4.31846e-10 6.22293e-10 3.69002e-10 4.44256e-10 3.48355e-10 1.50992e-09 6.65299e-10 5.77241e-10 4.20085e-10 3.1776e-10 2.97311e-10 4.97412e-10 1.51011e-09 6.19827e-10 6.34459e-10 3.25122e-10 1.15494e-09 8.12964e-10
threshold=-0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.09253500000000002 0.091900000000000023 0.089995000000000006 -0.40580499999999992 0.093525000000000011 -0.44404499999999997 0.059120000000000013 0.10344000000000002 -0.075634999999999994 0.093700000000000019 0.094465000000000007 0.094270000000000007 0.086435000000000012 0.087515000000000009 -0.086804999999999979 0.085800000000000015 -0.084264999999999993 0.08919500000000001 0.27044500000000005 0.089635000000000006 0.10699000000000002 -0.08230999999999998 -0.082349999999999993 0.095500000000000015 0.090630000000000016 -0.074254999999999988 0.090275000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 9 7 -7 8 -5 10 16 -12 -10 -14 15 -15 18 -18 21 -19 -21 22 23 25 -25 -4 27 29 -29 -27
right_child=1 2 3 5 -6 6 -8 -9 12 -11 11 -13 13 14 -16 -17 17 19 -20 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=2.1581029674422325e-07 -2.8189215117078806e-07 -2.3613214932538543e-07 5.3598220255307319e-07 -9.8616805577952022e-07 -1.1240915019977201e-06 4.6744671498645726e-09 1.5780771533613347e-06 8.2616442568905775e-07 3.4540234550048709e-07 4.4213849901910051e-07 9.8335072474081505e-08 -8.0522601114315275e-07 -4.8988191368747586e-07 8.0928305157574836e-09 4.0196398260931069e-07 -4.5815647944263698e-07 8.5484469957464176e-07 -4.4785120275984509e-07 -5.5548301434979213e-07 5.022861901693432e-07 -1.0238668200675723e-07 3.3200744269379357e-07 3.1021128710688511e-07 2.1141180942170955e-07 -9.3559467173194714e-07 -2.1769571719646529e-08 5.4940104874390274e-07 6.1433241514110811e-07 -4.7354633098879081e-09 -4.8440971584959232e-07
leaf_weight=24 28 25 21 21 22 28 20 20 36 35 29 24 26 761 23 21 25 24 22 20 27 28 29 24 22 1456 20 36 185 39
leaf_count=24 28 25 21 21 22 28 20 20 36 35 29 24 26 761 23 21 25 24 22 20 27 28 29 24 22 1456 20 36 185 39
internal_value=0 -1.67172e-09 8.84867e-10 2.83146e-09 -1.16702e-08 3.45045e-08 6.60259e-07 1.42494e-09 -1.71503e-08 1.75557e-10 -7.44074e-09 -3.10825e-07 6.32074e-09 -8.36871e-09 7.18327e-09 -4.42793e-09 6.88352e-10 1.865e-07 -8.7898e-09 -4.8833e-08 1.54921e-07 -2.32354e-09 -7.4334e-09 -1.25425e-08 -3.37157e-07 -4.04378e-09 -1.05764e-08 -1.71029e-08 9.61082e-08 -3.38384e-08
internal_weight=0 3097 3069 3044 2088 956 48 908 888 2066 2031 53 867 831 805 782 1978 96 1882 71 47 1860 1832 1803 46 1757 1736 1716 221 1495
internal_count=3121 3097 3069 3044 2088 956 48 908 888 2066 2031 53 867 831 805 782 1978 96 1882 71 47 1860 1832 1803 46 1757 1736 1716 221 1495
is_linear=0
shrinkage=0.1


Tree=9189
num_leaves=31
num_cat=0
split_feature=1212 1212 13 3 12 481 133 133 15 16 160 12 43 1185 1210 12 43 12 0 16 13 1208 1211 1185 403 403 133 160 480 1447
split_gain=1.16001e-10 8.60145e-10 3.96362e-10 1.23312e-09 7.36075e-10 3.82047e-10 4.34662e-10 6.55803e-10 1.30114e-09 3.42921e-10 2.6855e-10 5.41443e-10 2.4243e-10 1.73056e-10 1.64039e-10 9.79358e-10 3.78228e-09 2.75062e-09 3.57013e-09 2.02358e-09 2.03257e-09 2.94084e-10 1.67709e-10 2.43143e-10 1.4025e-10 2.76731e-10 1.48349e-10 1.95639e-09 1.43394e-09 6.17494e-10
threshold=0.08759500000000002 0.086920000000000011 -0.085584999999999981 -0.082234999999999989 0.084595000000000017 -0.073474999999999985 -0.0023199999999999996 -0.054584999999999995 0.087685000000000013 -0.069894999999999985 -0.54913999999999985 0.089625000000000024 -0.11180499999999999 0.087545000000000026 -0.00046999999999999993 0.085635000000000003 -0.0047449999999999992 0.088245000000000004 -0.082974999999999979 -0.080344999999999986 -0.049279999999999997 0.11332500000000002 0.11048500000000001 -0.089384999999999978 -0.52445499999999989 -0.44023999999999991 0.032270000000000007 -0.53327999999999987 0.10982000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -2 -4 -6 7 -7 -9 12 11 -1 -8 14 15 16 -12 -17 -19 -20 -21 22 23 -16 -25 -26 27 -27 -28 -29
right_child=2 -3 4 -5 5 6 9 8 -10 -11 13 -13 -14 -15 21 17 -18 18 19 20 -22 -23 -24 24 25 26 28 29 -30 -31
leaf_value=-5.5328211240529764e-08 8.4670474673013514e-07 -5.3854195295836393e-07 -5.8136823582799485e-07 -5.9980583859697846e-08 4.5886550121091816e-07 2.0493948785973897e-07 4.7911575642328469e-08 5.3073288210338504e-08 -1.0111043887306436e-06 -9.5648479369821971e-08 -4.82025721169066e-07 6.3115263017721189e-07 4.8254500940760352e-07 -2.284814406587376e-07 -3.5451253449281239e-07 -7.7373186200389144e-07 1.4180693757349548e-06 1.3598154719251067e-06 -7.2508244907491352e-07 -2.6591396294861623e-07 1.0866064627634842e-06 -3.8984823305554531e-07 2.7654515460675439e-07 1.9150246204604728e-07 -2.9063070114181545e-07 -9.5742154878115068e-07 1.0418794510000444e-08 -1.5616735835464213e-08 8.6777195463128009e-07 4.954676263935198e-07
leaf_weight=27 24 30 20 40 21 29 21 27 20 33 20 20 33 34 20 37 22 22 30 25 20 20 21 36 34 22 793 1576 20 24
leaf_count=27 24 30 20 40 21 29 21 27 20 33 20 20 33 34 20 37 22 22 30 25 20 20 21 36 34 22 793 1576 20 24
internal_value=0 -5.90689e-09 6.29044e-08 2.80026e-07 -5.21237e-09 5.74133e-08 5.69242e-09 -1.69025e-07 -3.99768e-07 1.58319e-07 -2.46583e-10 2.36791e-07 3.13521e-07 -4.25983e-09 -1.47955e-09 9.1913e-08 5.13262e-07 -4.01517e-08 2.39667e-07 -8.89092e-08 3.35206e-07 -7.88527e-09 -4.88478e-09 -7.22538e-09 -4.45263e-09 -7.30981e-09 -3.35379e-09 -2.08286e-08 3.15099e-08 -7.95047e-09
internal_weight=0 2853 268 64 204 184 163 76 47 87 2823 47 54 2776 2742 176 42 134 97 75 45 2566 2546 2525 2505 2469 2435 1622 813 1600
internal_count=3121 2853 268 64 204 184 163 76 47 87 2823 47 54 2776 2742 176 42 134 97 75 45 2566 2546 2525 2505 2469 2435 1622 813 1600
is_linear=0
shrinkage=0.1


Tree=9190
num_leaves=31
num_cat=0
split_feature=401 1210 1210 1209 1208 1208 401 133 1209 13 401 16 391 130 401 43 1 121 33 9 16 34 33 2 1186 13 132 50 393 393
split_gain=1.14491e-10 2.3627e-10 1.44727e-10 1.57027e-10 1.46734e-10 2.59925e-10 1.45581e-10 2.99875e-10 1.34695e-10 8.99541e-10 1.5153e-10 5.72919e-10 5.71737e-10 2.18715e-10 1.67418e-10 8.50591e-10 1.65032e-10 4.61253e-10 2.31031e-10 2.08121e-10 1.36561e-09 2.25007e-10 2.0484e-10 3.66294e-10 1.80638e-10 7.22388e-10 3.25952e-10 4.27813e-09 2.91061e-09 2.83877e-10
threshold=0.13837000000000002 -0.38516499999999992 -0.099939999999999987 -0.087714999999999987 0.11846000000000001 0.10480500000000002 0.11655000000000001 -0.059434999999999995 -0.065739999999999979 -0.064619999999999983 0.10632500000000002 -0.087484999999999993 -0.088134999999999977 0.13302000000000003 0.092675000000000021 -0.0047449999999999992 0.16540500000000002 -0.11996 -0.044254999999999996 0.088235000000000022 -0.056919999999999991 -0.08786999999999999 1.0000000180025095e-35 -0.045829999999999989 0.057025000000000006 -0.0087749999999999981 -0.083284999999999984 0.096530000000000019 0.11213000000000002 0.089155000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 8 -8 9 -5 12 -12 -10 14 16 -16 17 -14 -19 21 -21 -20 23 -23 26 -26 27 -25 29 -28
right_child=-2 2 3 4 -6 -7 7 -9 10 -11 11 -13 13 -15 15 -17 -18 18 19 20 -22 22 -24 24 25 -27 28 -29 -30 -31
leaf_value=2.6773644707866354e-07 -2.3269563728587983e-07 -2.1624989897411012e-07 2.2126876206840509e-07 2.7897100759825356e-07 2.6198270899970211e-07 -3.6257457225019607e-07 -4.5381131518037621e-07 7.4491604157794266e-08 -4.9504682188537277e-07 -6.5811143798555352e-07 5.8538831055443557e-07 -1.3268371841945737e-07 -4.6961554634858009e-07 2.9425994249812413e-07 6.7201610953643038e-07 -1.5225799579125564e-07 2.6622896771384504e-07 3.3125979981496997e-07 3.3645392818471013e-07 -5.7090898754401972e-07 4.6493828008919992e-07 3.9152157214061847e-07 -2.6926404227570596e-07 -4.8698217277279117e-08 -5.3776408928266996e-07 7.8447667971860165e-08 8.5059525343740544e-09 1.5108176467037993e-06 -1.1506036972005776e-06 -3.6991100955674487e-07
leaf_weight=33 21 31 32 21 21 20 21 22 23 20 20 25 21 26 21 31 23 21 20 35 20 24 28 146 30 52 2251 20 22 20
leaf_count=33 21 31 32 21 21 20 21 22 23 20 20 25 21 26 21 31 23 21 20 35 20 24 28 146 30 52 2251 20 22 20
internal_value=0 1.5884e-09 -1.27527e-09 9.19795e-10 -1.42746e-09 -3.28184e-09 -8.56648e-10 -1.83517e-07 1.83321e-09 -1.78142e-07 4.39625e-09 1.86459e-07 1.50534e-09 5.5682e-09 2.87305e-09 1.80622e-07 -5.08922e-10 -2.77275e-09 8.73104e-10 -1.72739e-09 -1.94237e-07 2.32467e-09 -2.52491e-10 2.68409e-09 -9.88521e-10 -1.46996e-07 3.88036e-09 1.39195e-07 -5.91566e-09 5.17335e-09
internal_weight=0 3100 3067 3036 3004 2983 2963 43 2920 41 2879 45 2834 2811 2785 52 2733 2710 2689 2668 55 2613 2593 2565 2541 82 2459 166 2293 2271
internal_count=3121 3100 3067 3036 3004 2983 2963 43 2920 41 2879 45 2834 2811 2785 52 2733 2710 2689 2668 55 2613 2593 2565 2541 82 2459 166 2293 2271
is_linear=0
shrinkage=0.1


Tree=9191
num_leaves=31
num_cat=0
split_feature=132 1185 50 394 131 400 4 4 4 2 4 4 2 390 402 51 2 52 52 475 1 0 403 160 1 52 3 43 2 16
split_gain=1.17398e-10 6.78345e-10 3.66295e-10 2.51088e-10 1.34365e-10 2.0708e-10 1.18532e-10 1.20308e-09 7.27284e-10 1.39998e-09 6.32139e-10 9.09003e-10 9.54393e-10 8.08074e-10 5.6502e-10 4.91942e-10 6.85711e-10 6.17217e-10 9.82973e-10 4.08763e-10 8.40627e-10 1.10353e-09 5.52268e-10 6.32562e-10 6.41395e-10 9.62035e-10 7.00667e-10 8.03196e-10 4.74164e-10 3.55765e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.09227500000000001 0.0041850000000000004 -0.076979999999999979 0.10782000000000001 -0.086849999999999997 -0.08835999999999998 -0.085594999999999991 0.083715000000000026 -0.08484499999999999 -0.083644999999999983 0.084985000000000019 0.08975000000000001 0.27918000000000004 -0.14283999999999999 0.097220000000000015 0.11434500000000002 0.094465000000000007 -0.011519999999999997 0.10293500000000001 0.041630000000000007 0.07955000000000001 0.081905000000000019 0.10672000000000002 -0.55061999999999989 -0.097174999999999984 -0.25681499999999996 0.084855000000000014 0.0028900000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 15 9 -8 -10 12 -12 14 -13 16 -3 18 19 20 21 -17 23 24 25 -21 27 -27 -28 -19
right_child=1 6 -4 -5 5 -7 8 -9 10 -11 11 13 -14 -15 -16 17 -18 29 -20 22 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=2.0311210962828145e-07 5.7166260841681619e-07 -5.6622859882319666e-08 -3.8891944048065207e-07 -3.4454915571640893e-07 3.9247083217281385e-08 -2.698190171570416e-07 2.7480514399073968e-07 5.7906916136920624e-07 4.9105730463102543e-07 -7.6366161666181361e-07 -9.647399238588151e-07 -6.5645667737586104e-09 -3.7942167750770757e-08 6.2145961770116153e-07 5.1456522886014902e-07 -6.7894003144339453e-08 6.3802628818410561e-07 3.7499676845224414e-08 -7.3914702728540189e-07 -4.8169965946971599e-07 2.1433911524582073e-07 -1.0425331365262365e-06 -4.1439123164694212e-07 -3.6556697295964114e-07 6.3848432306634142e-07 1.0276529224890482e-08 -4.6596026717928732e-07 6.6954135347497784e-07 1.6263877774694689e-07 5.7270571065815985e-07
leaf_weight=33 21 30 31 21 110 27 21 39 26 34 20 2243 25 21 21 26 27 27 22 26 25 21 26 28 23 33 21 42 28 23
leaf_count=33 21 30 31 21 110 27 21 39 26 34 20 2243 25 21 21 26 27 27 22 26 25 21 26 28 23 33 21 42 28 23
internal_value=0 5.37509e-09 -7.00778e-08 -1.83286e-08 2.19692e-08 -2.16638e-08 1.24304e-09 4.73549e-08 -7.68862e-09 -3.67156e-07 7.03029e-10 -4.76874e-09 -4.49852e-07 3.99659e-09 -1.73077e-09 -1.09572e-09 2.72421e-07 -4.31186e-08 -9.4024e-08 -4.65568e-08 -2.54166e-07 -5.03371e-07 1.92929e-08 7.53913e-08 1.4676e-07 7.13626e-08 1.87327e-07 3.79465e-07 -1.06761e-07 2.83694e-07
internal_weight=0 2899 222 191 170 137 2878 467 2411 55 2356 2330 45 2285 2264 428 57 371 321 299 72 47 227 201 173 150 124 75 49 50
internal_count=3121 2899 222 191 170 137 2878 467 2411 55 2356 2330 45 2285 2264 428 57 371 321 299 72 47 227 201 173 150 124 75 49 50
is_linear=0
shrinkage=0.1


Tree=9192
num_leaves=31
num_cat=0
split_feature=160 483 479 1447 15 133 13 16 160 0 52 15 479 1208 1208 12 43 142 12 12 43 3 3 42 43 1 15 39 1211 132
split_gain=1.09044e-10 2.15035e-10 2.33366e-10 1.62047e-10 1.1412e-10 8.46247e-10 2.5416e-09 2.00868e-09 1.47681e-09 4.57514e-10 4.56395e-10 2.78291e-10 3.1499e-10 1.96349e-10 1.89212e-10 1.6566e-10 5.51809e-10 4.45903e-10 2.37707e-10 8.20013e-10 4.30227e-10 6.35364e-10 7.23299e-10 4.10244e-10 9.03803e-10 4.06421e-10 3.92165e-10 2.52585e-10 2.40689e-10 2.50112e-10
threshold=0.62940000000000007 -0.47181499999999993 0.11469500000000001 -0.12995499999999996 0.11461000000000002 0.090445000000000011 -0.081029999999999977 0.0065250000000000004 -0.072114999999999985 -0.077999999999999986 0.10263500000000002 0.11171000000000002 0.086465000000000014 0.11846000000000001 0.106285 0.12757000000000002 -0.15582499999999996 -0.057499999999999989 0.10911500000000002 0.10806000000000002 -0.065269999999999981 -0.065229999999999996 -0.073884999999999992 0.11603500000000001 -0.03898999999999999 0.094385000000000011 0.093575000000000019 0.11402500000000002 0.11301500000000002 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 11 6 -6 -7 -8 -10 -11 12 13 14 15 17 -17 -5 19 23 -20 22 -22 27 -25 26 -26 28 29 -19
right_child=-2 2 -4 4 5 7 8 -9 9 10 -12 -13 -14 -15 -16 16 -18 18 20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=3.2838267770785024e-07 -2.2709910704558449e-07 2.4560247848310409e-07 -3.3279772808436113e-07 4.4312750978169001e-07 -1.0118948980759697e-06 1.1717717159496846e-06 8.1962187482531597e-07 -1.1242570590654615e-07 -4.2427853810996412e-07 4.0919837741827135e-07 -1.4063141967489578e-07 -3.1359817245990193e-07 -3.421511448946317e-07 3.0568102228504101e-07 -2.6974993698576537e-07 1.7635889394777376e-07 -4.7708983562496804e-07 1.2001553383692947e-07 -1.1492482835470024e-07 -5.868952828317713e-07 9.1102412724808346e-08 -1.2023488471126968e-07 9.1337213403804813e-07 6.8139714995498124e-07 -1.1590598774091633e-07 -3.0440849627666469e-07 5.0282507957143977e-07 -2.7424342436331374e-07 2.4274670338560357e-07 -1.5967844865141279e-08
leaf_weight=20 21 27 21 23 23 21 25 29 24 26 36 29 27 21 26 24 28 144 39 24 20 23 23 28 20 26 21 35 39 2228
leaf_count=20 21 27 21 23 23 21 25 29 24 26 36 29 27 21 26 24 28 144 39 24 20 23 23 28 20 26 21 35 39 2228
internal_value=0 1.54322e-09 -5.79116e-10 1.70156e-09 -4.7038e-10 7.58563e-08 -5.5144e-08 4.26937e-07 1.43102e-07 -5.35611e-08 8.99424e-08 -5.4016e-09 -2.23108e-09 1.05611e-09 -1.25248e-09 1.29066e-09 -1.75498e-07 4.70433e-09 9.27654e-10 -5.10928e-09 1.48401e-07 3.04003e-07 5.30921e-07 3.85748e-10 2.04271e-07 4.87442e-09 2.01005e-07 -7.53292e-09 -3.66114e-09 -7.71253e-09
internal_weight=0 3100 3080 3059 3032 184 134 50 111 86 62 2848 2819 2792 2771 2745 52 2693 2670 2565 105 66 43 2541 95 67 41 2446 2411 2372
internal_count=3121 3100 3080 3059 3032 184 134 50 111 86 62 2848 2819 2792 2771 2745 52 2693 2670 2565 105 66 43 2541 95 67 41 2446 2411 2372
is_linear=0
shrinkage=0.1


Tree=9193
num_leaves=31
num_cat=0
split_feature=421 9 2 9 41 15 41 42 132 393 50 132 1208 1208 403 403 1210 1213 16 15 1212 1212 1212 394 390 403 1210 403 16 16
split_gain=1.15057e-10 1.62207e-10 3.17192e-10 2.37427e-10 1.44573e-10 3.69174e-10 1.36128e-10 2.66389e-10 1.25081e-10 5.21274e-10 2.44502e-10 1.85183e-10 1.17408e-10 2.54186e-10 1.86203e-10 1.9729e-10 2.33936e-10 1.28793e-10 4.47175e-10 4.38561e-10 1.41413e-10 2.08635e-10 1.75071e-10 3.08784e-10 3.376e-10 1.89559e-10 9.69084e-10 7.44122e-10 4.48548e-10 5.09034e-10
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 0.088235000000000022 0.086565000000000017 -0.059484999999999989 0.07882500000000002 0.088915000000000008 -0.083449999999999983 0.12679500000000002 0.09227500000000001 -0.085314999999999988 0.11531000000000001 0.10233500000000001 -0.55276999999999987 -0.53960999999999981 -0.3960249999999999 0.15253500000000003 -0.087989999999999985 0.090455000000000021 0.13631000000000001 0.10703000000000001 0.10083000000000002 -0.12099999999999998 0.090205000000000007 0.0033700000000000002 -0.087769999999999973 0.035175000000000005 -0.094359999999999986 -0.081299999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 8 -8 10 12 11 -2 13 14 -10 -16 -17 20 -19 -20 21 22 23 -18 25 26 -25 -27 -29 -30
right_child=1 2 -4 -5 5 -7 7 -9 9 -11 -12 -13 -14 -15 15 16 17 18 19 -21 -22 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=-2.3908884060119818e-07 1.6991592089916663e-08 -4.7455192984102729e-08 4.8684109785313015e-07 -2.9646768677206707e-07 -3.0963771002554746e-08 3.9211240976321664e-07 -4.3208221237970678e-07 7.7864841401265046e-08 -2.3942432147983084e-07 4.9038250757860171e-07 -3.636837507114111e-07 -2.6633303415378251e-07 -2.058508519658736e-07 2.8387435693222332e-07 3.1614585623174211e-07 -3.3982494983320068e-07 3.0526076929246222e-07 -2.4847801057603645e-07 2.0129669772596455e-08 6.5220366578733738e-07 -2.5848097682986313e-07 2.5580009959114137e-07 -2.6996218676818747e-07 -7.0259824212826073e-07 -4.0192319185431798e-07 6.2197624649105947e-07 -3.1237843980563004e-09 2.6595595346084486e-07 -2.7269476430109746e-07 6.4082310567253707e-08
leaf_weight=20 131 25 20 27 55 33 21 20 32 22 26 28 27 32 20 20 33 20 23 21 21 32 24 20 21 23 2052 62 65 145
leaf_count=20 131 25 20 27 55 33 21 20 32 22 26 28 27 32 20 20 33 20 23 21 21 32 24 20 21 23 2052 62 65 145
internal_value=0 1.53467e-09 1.9001e-07 -1.24066e-09 1.39095e-09 1.2769e-07 -2.38814e-09 -1.83328e-07 1.6997e-10 5.5912e-09 -7.93903e-08 -3.29021e-08 1.63078e-09 3.73206e-09 3.28662e-10 3.2772e-09 8.5374e-10 3.51321e-09 1.43589e-07 3.21801e-07 -7.5598e-11 2.11516e-09 -1.20505e-09 1.45921e-09 -2.73905e-09 8.02504e-10 -9.87547e-09 7.58017e-08 2.96178e-08 -4.01582e-08
internal_weight=0 3101 45 3056 3029 88 2941 41 2900 2715 185 159 2693 2666 2634 2602 2582 2562 64 44 2498 2477 2445 2421 2388 2367 2072 295 272 210
internal_count=3121 3101 45 3056 3029 88 2941 41 2900 2715 185 159 2693 2666 2634 2602 2582 2562 64 44 2498 2477 2445 2421 2388 2367 2072 295 272 210
is_linear=0
shrinkage=0.1


Tree=9194
num_leaves=31
num_cat=0
split_feature=401 1210 128 52 132 15 1185 50 16 3 394 390 0 128 15 1210 1209 1209 13 1210 3 402 1210 160 160 3 52 150 2 1456
split_gain=1.173e-10 1.68577e-10 1.34576e-10 2.28282e-10 1.51192e-10 4.23247e-09 1.91891e-09 7.90525e-10 1.74593e-10 2.57935e-10 1.64307e-10 2.80027e-10 1.44055e-10 1.8209e-10 1.44054e-10 1.40848e-10 1.38178e-10 1.26471e-10 5.3931e-10 1.73267e-10 6.37521e-10 8.80224e-10 2.21989e-10 1.43514e-10 9.72344e-10 4.66298e-10 1.03888e-09 8.44182e-10 8.64799e-10 7.56576e-10
threshold=0.13837000000000002 -0.38516499999999992 0.10614000000000001 0.08709500000000002 -0.083284999999999984 0.091915000000000011 -1.0000000180025095e-35 0.08461500000000001 -0.095094999999999985 -0.071329999999999991 -0.12099999999999998 0.090205000000000007 -0.081204999999999986 0.11596500000000001 0.084510000000000016 -0.099939999999999987 -0.087714999999999987 -0.065739999999999979 -0.064619999999999983 -0.064344999999999999 -0.082974999999999979 -0.092414999999999983 -0.018549999999999994 0.081905000000000019 0.062030000000000009 0.096675000000000011 -0.080114999999999978 0.08882000000000001 0.10912000000000001 -0.066614999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 12 5 7 -6 8 -3 14 -8 15 -4 -14 -10 -12 -17 18 -18 20 21 -19 -21 24 -24 27 -27 28 29 -25
right_child=-2 2 3 -5 6 -7 10 -9 9 -11 11 -13 13 -15 -16 16 17 19 -20 22 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=2.2640349091792211e-07 -2.3554787059679042e-07 -1.933671614254121e-07 -2.0916213660994204e-07 -4.1882179253605049e-07 -9.3332920362792562e-07 1.4659143987216794e-06 2.6483127294104257e-07 -6.6161089108618397e-07 -1.1013418442648242e-07 3.644266148290112e-07 -2.1062823975626087e-07 -3.6172697805557711e-07 2.9991638854198756e-07 -1.1265450840779601e-07 1.3742639858094206e-07 2.1381493464645018e-07 1.6822505723249986e-07 -5.1839640234231329e-07 -5.1723342525375224e-07 -2.8712575767232151e-07 5.9156306532337985e-07 4.0856954541368396e-07 9.2982470146000283e-09 -6.2837809567694285e-07 6.3662718662271799e-07 -8.8729910807217049e-07 9.8158217291508828e-08 5.3686907489892435e-07 4.1951700217753918e-07 -6.1585359213722768e-08
leaf_weight=33 21 34 29 20 22 20 24 20 57 23 30 21 20 23 40 32 24 21 22 26 23 20 2112 26 25 20 23 26 34 250
leaf_count=33 21 34 29 20 22 20 24 20 57 23 30 21 20 23 40 32 24 21 22 26 23 20 2112 26 25 20 23 26 34 250
internal_value=0 1.59232e-09 -8.26584e-10 -1.19944e-07 2.85705e-09 8.82103e-08 -3.09711e-09 -7.01464e-08 6.66712e-09 6.33435e-08 4.32047e-09 2.03445e-09 -3.69226e-08 7.92389e-08 -8.04735e-09 4.84911e-09 7.25757e-09 4.76518e-09 -1.59603e-07 7.66653e-09 1.70172e-07 -6.62179e-08 3.57513e-09 6.57919e-09 1.66371e-08 -5.01328e-08 -3.60194e-07 -1.04524e-08 -5.63567e-08 -1.14979e-07
internal_weight=0 3100 3067 92 2975 194 2781 174 154 120 2759 2735 72 43 97 2714 2684 2652 46 2606 64 41 2542 2516 2137 379 43 336 310 276
internal_count=3121 3100 3067 92 2975 194 2781 174 154 120 2759 2735 72 43 97 2714 2684 2652 46 2606 64 41 2542 2516 2137 379 43 336 310 276
is_linear=0
shrinkage=0.1


Tree=9195
num_leaves=31
num_cat=0
split_feature=394 132 12 129 1212 1212 16 481 15 128 43 43 1213 133 1446 403 1446 133 1447 1446 480 42 15 1185 393 393 43 2 130 4
split_gain=1.20341e-10 2.06507e-09 2.79066e-09 1.33281e-10 1.39707e-10 7.45347e-10 3.684e-10 6.25532e-10 4.34289e-10 2.78539e-10 5.24117e-10 6.17183e-10 6.43392e-10 4.58265e-10 2.15218e-10 1.14461e-09 9.613e-10 3.28855e-10 4.23961e-10 5.12117e-10 3.35858e-10 3.17546e-10 2.42848e-10 1.78138e-10 1.63321e-10 2.07128e-10 1.8531e-10 2.79706e-10 2.69211e-10 2.51707e-10
threshold=1.0000000180025095e-35 -0.083284999999999984 0.091840000000000019 0.11091000000000001 0.08759500000000002 0.086920000000000011 -0.014754999999999999 -0.073474999999999985 0.098485000000000017 0.088865000000000013 -0.03898999999999999 -0.0017249999999999998 -0.017214999999999998 -0.0023199999999999996 0.083715000000000026 -0.085534999999999986 0.057835000000000004 0.086990000000000012 -0.086849999999999997 0.087090000000000015 0.084710000000000021 0.087825000000000014 -0.091184999999999988 0.087545000000000026 0.09389500000000002 0.086855000000000016 -0.50775499999999985 0.087750000000000009 -0.22562499999999999 -0.51843499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 14 7 -6 9 10 13 -12 -13 -9 16 -16 23 18 -17 -20 -19 22 -21 24 25 26 27 -1 -28 -30
right_child=1 2 -4 -5 6 -7 -8 8 -10 -11 11 12 -14 -15 15 17 -18 20 19 21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-6.9590675906283659e-08 9.2442869325405705e-07 3.4766363933081761e-07 -1.0550348279188572e-06 -1.8692755139099041e-07 6.3908396069358615e-07 -5.1160829026104751e-07 -2.2913178180975335e-07 -5.5304202419392821e-07 -2.5990780995123393e-07 4.6429530184158552e-07 5.6525520955636412e-07 -3.3007329052368194e-07 3.5408764494450552e-07 8.3658734585976794e-08 8.1509936421753083e-07 4.0546113568328726e-07 -7.0053928595825716e-07 -4.8115642330329767e-07 -4.4241181828261866e-07 2.1844029312151613e-07 3.8859952543067203e-08 3.6345489907181481e-07 -2.2494563760725824e-07 -2.3527703867578322e-07 2.0432121336598719e-07 -3.100530358841008e-07 -3.620103951464314e-07 4.4174515630362769e-07 -2.5763355549052471e-07 1.8509305402589289e-09
leaf_weight=20 23 37 23 39 21 29 35 20 34 22 33 27 28 26 20 34 20 23 21 21 27 31 30 33 38 22 21 23 38 2302
leaf_count=20 23 37 23 39 21 29 35 20 34 22 33 27 28 26 20 34 20 23 21 21 27 31 30 33 38 22 21 23 38 2302
internal_value=0 1.18791e-07 -1.90037e-07 -3.25452e-09 -8.65979e-10 -7.31785e-09 7.13373e-08 1.21178e-07 6.39359e-08 1.34517e-07 8.03745e-08 2.23362e-07 1.82268e-08 -1.93168e-07 -1.94912e-09 9.60658e-08 -1.00099e-08 1.91638e-08 9.92774e-08 -1.79291e-09 -2.00348e-07 1.11049e-07 -4.2375e-08 -4.47907e-09 -1.38802e-09 -4.61018e-09 -1.81494e-09 2.03915e-07 -5.56182e-09 -2.36292e-09
internal_weight=0 83 60 3038 2999 2753 246 211 190 156 134 88 55 46 2724 207 2517 187 137 103 50 82 51 2497 2464 2426 2404 43 2361 2340
internal_count=3121 83 60 3038 2999 2753 246 211 190 156 134 88 55 46 2724 207 2517 187 137 103 50 82 51 2497 2464 2426 2404 43 2361 2340
is_linear=0
shrinkage=0.1


Tree=9196
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 132 50 16 133 4 4 4 1212 4 4 390 2 402 51 2 52 52 1429 2 131 160 1429 3 2 3 4
split_gain=1.414e-10 7.94559e-10 3.53775e-10 2.29664e-10 1.31136e-10 1.14859e-10 1.29597e-10 2.54171e-10 1.1102e-10 9.85336e-10 5.94645e-10 1.17126e-09 5.45415e-10 9.30771e-10 8.1433e-10 7.81111e-10 4.50942e-10 4.17011e-10 5.6152e-10 4.7483e-10 7.9615e-10 3.61456e-10 6.9258e-10 4.3986e-10 4.07538e-10 5.52483e-10 8.56252e-10 6.65455e-10 6.43035e-10 6.51596e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.085749999999999979 0.09227500000000001 -0.095094999999999985 -0.43349999999999994 -0.086849999999999997 -0.08835999999999998 -0.085594999999999991 1.0000000180025095e-35 -0.084564999999999987 -0.083644999999999983 0.08975000000000001 0.085105000000000014 0.27918000000000004 -0.14283999999999999 0.097220000000000015 0.11434500000000002 0.094465000000000007 -0.0065149999999999991 0.10497000000000002 0.079255000000000006 0.081905000000000019 1.0000000180025095e-35 0.092670000000000016 0.10613000000000002 -0.16726499999999997 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8 9 17 11 -10 -12 15 16 -14 -15 18 -3 20 21 22 -19 24 25 26 28 -27 -23 -30
right_child=1 8 -4 -5 -6 -7 7 -9 10 -11 12 -13 13 14 -16 -17 -18 19 -20 -21 -22 23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-1.735125963146326e-07 6.1876009156202645e-07 -4.3745405307049628e-08 -4.3129119796958548e-07 -3.4453560783190154e-07 2.1748053276837711e-07 -2.304104206392784e-07 3.8192955656768398e-07 -1.8189078046335253e-08 1.2088245015766981e-07 5.2723334927297687e-07 4.1703676926420404e-07 -8.0221586497625849e-07 -9.2532016225277404e-07 -6.8992995485901465e-09 6.2301736764289854e-07 -4.1515238322631383e-08 4.5865941025286229e-07 -7.0077631603866894e-07 5.8485930122953043e-07 2.5014661821387562e-07 -6.6174062567370135e-07 5.6963290984886801e-07 8.4036112283407108e-08 -4.1949326197771539e-07 -2.8911699068371935e-07 1.6024268466215594e-07 8.0138060923218288e-07 -6.0117192839987354e-07 -2.6400622068794575e-07 2.2216571533562048e-07
leaf_weight=30 21 30 25 21 25 24 20 77 28 39 31 27 20 2243 21 20 21 22 27 50 22 24 23 22 31 24 20 22 51 60
leaf_count=30 21 30 25 21 25 24 20 77 28 39 31 27 20 2243 21 20 21 22 27 50 22 24 23 22 31 24 20 22 51 60
internal_value=0 5.88102e-09 -7.69266e-08 -3.19565e-08 5.33987e-09 -2.97828e-08 8.13114e-09 6.43096e-08 1.409e-09 4.60358e-08 -7.23501e-09 -3.32275e-07 3.52935e-10 -5.20285e-09 3.16853e-09 -4.83418e-07 -2.58095e-09 2.18836e-09 2.54015e-07 -3.65019e-08 -8.11512e-08 -3.84323e-08 -2.9965e-07 7.84642e-09 4.837e-08 1.0042e-07 1.90738e-07 -2.03912e-07 1.00273e-07 -1.21058e-09
internal_weight=0 2899 222 197 176 151 127 97 2878 467 2411 55 2356 2325 2285 40 2264 428 57 371 321 299 45 254 232 201 155 46 135 111
internal_count=3121 2899 222 197 176 151 127 97 2878 467 2411 55 2356 2325 2285 40 2264 428 57 371 321 299 45 254 232 201 155 46 135 111
is_linear=0
shrinkage=0.1


Tree=9197
num_leaves=31
num_cat=0
split_feature=130 1 9 1132 15 1 15 131 13 15 2 13 15 1208 1208 1 1 1 45 33 34 48 9 10 2 3 3 51 2 159
split_gain=1.14574e-10 1.82716e-10 1.54568e-10 1.49189e-10 1.45477e-10 1.89436e-10 1.62531e-10 1.20077e-09 2.06979e-09 4.3688e-10 8.34061e-10 4.35675e-10 1.70028e-10 1.8733e-10 1.95601e-10 1.53538e-10 3.61565e-10 3.53694e-10 3.07128e-10 3.34552e-10 4.09333e-10 1.07639e-09 8.30334e-10 8.9165e-10 4.56189e-10 2.49374e-10 4.6219e-10 3.64214e-10 7.0567e-10 6.24204e-10
threshold=-0.23123999999999997 0.16540500000000002 -0.092544999999999975 -0.078654999999999989 0.17980000000000004 0.10022000000000002 0.11773500000000002 0.090495000000000006 -0.077944999999999987 0.11461000000000002 0.092120000000000021 -0.013634999999999998 0.11171000000000002 0.11846000000000001 0.106285 0.13743000000000002 0.13471500000000003 0.13968000000000003 0.094030000000000016 0.085305000000000006 -0.057544999999999992 0.081275000000000014 0.091600000000000015 -0.0093599999999999985 -0.0091949999999999983 -0.016324999999999996 -0.011549999999999998 -0.14283999999999999 0.097220000000000015 0.096890000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 9 8 -8 12 -11 -10 13 14 15 16 18 -17 19 20 21 -5 23 -22 -25 -26 -27 28 -28 -29
right_child=1 -3 3 4 5 -7 7 -9 11 10 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 22 -23 -24 24 25 26 27 29 -30 -31
leaf_value=2.2236520356831653e-07 2.5888701933897962e-07 -2.6065765092021644e-07 -2.7354780058885807e-07 8.0919445534536034e-07 -3.6171269898875926e-08 3.7924575498555382e-07 9.3143997872857651e-07 -8.2235518050310941e-07 -4.9393081447135501e-07 7.8718807628774821e-07 -1.260815086823186e-07 6.8685750420627301e-09 -2.351667653270382e-07 2.9787136316458816e-07 -2.7492360765371323e-07 -4.4575334351293349e-07 3.6290339693323405e-07 -1.786486326610055e-08 -3.7925164709425497e-07 -3.5219154389446538e-07 6.4261216621084511e-07 -1.5918604070463971e-07 -5.5925841042636652e-07 -4.4012149472742434e-07 -7.0845671395447584e-09 4.7796445456966739e-07 -9.005340628965272e-08 6.5918753943069874e-08 7.2037377792226342e-07 -3.4536348509494107e-07
leaf_weight=23 23 27 20 22 21 23 20 20 32 20 20 38 31 21 26 25 28 85 21 26 22 24 26 23 2038 27 21 304 22 42
leaf_count=23 23 27 20 22 21 23 20 20 32 20 20 38 31 21 26 25 28 85 21 26 22 24 26 23 2038 27 21 304 22 42
internal_value=0 -1.65391e-09 6.23231e-10 -1.32561e-09 4.72423e-10 1.80979e-07 -2.18919e-09 -1.21483e-07 3.42669e-08 2.37666e-09 3.30553e-07 -2.22068e-07 -2.25533e-09 3.20573e-10 -1.9255e-09 6.49956e-10 5.46244e-09 -1.15112e-07 1.63955e-09 4.71953e-09 8.3289e-09 3.03952e-07 2.94328e-09 8.79252e-09 3.16311e-09 7.31778e-09 7.78754e-08 5.01057e-08 3.24584e-07 1.59943e-08
internal_weight=0 3098 3071 3048 3028 44 2984 110 90 2874 40 70 2834 2803 2782 2756 2646 110 2618 2597 2571 46 2525 2499 2477 2454 416 389 43 346
internal_count=3121 3098 3071 3048 3028 44 2984 110 90 2874 40 70 2834 2803 2782 2756 2646 110 2618 2597 2571 46 2525 2499 2477 2454 416 389 43 346
is_linear=0
shrinkage=0.1


Tree=9198
num_leaves=31
num_cat=0
split_feature=481 1446 480 479 481 481 2 481 1447 1447 160 45 11 34 13 2 1186 0 2 484 13 2 1371 1374 150 1456 1456 132 43 394
split_gain=1.11865e-10 1.32517e-10 2.00512e-10 1.1476e-10 1.80057e-10 1.97502e-10 5.21032e-09 3.90011e-10 2.5946e-10 1.02871e-09 3.70329e-10 2.15859e-10 7.83556e-10 2.20544e-10 3.79058e-10 2.33078e-10 5.07903e-10 5.27666e-10 4.50838e-10 1.47983e-09 9.6314e-10 7.26082e-10 4.52279e-10 5.67642e-10 1.93459e-09 4.47943e-10 6.48449e-10 3.85157e-10 4.3441e-09 3.61108e-09
threshold=0.15658500000000003 -1.0000000180025095e-35 -0.092774999999999982 0.097110000000000016 -0.15036499999999997 -0.087424999999999989 0.084550000000000014 -0.085629999999999984 -0.085709999999999995 -0.086849999999999997 -0.54512499999999997 0.094030000000000016 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 0.08622500000000001 -0.094609999999999986 -0.16360999999999995 0.087015000000000023 0.085740000000000011 -0.082574999999999982 0.087195000000000009 0.084340000000000012 0.086765000000000023 0.090480000000000019 0.084415000000000004 0.0058550000000000008 -0.083284999999999984 -0.011694999999999999 0.0034050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -7 9 -9 -10 12 -12 14 -14 16 -15 -18 19 20 -17 -20 23 -23 -25 26 27 28 -19 -29
right_child=-2 2 3 -5 5 7 -8 8 10 -11 11 -13 13 15 -16 18 17 25 21 -21 -22 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-2.3566153769157461e-07 2.2469911662235311e-07 2.8814694464548064e-07 2.398783880290657e-07 -1.7707451864201152e-07 -1.3858575221092906e-06 3.4790697327480303e-07 8.4427429876334594e-07 1.7011263906852038e-07 3.2904814814320861e-07 -7.0825711103357969e-07 5.8126056550779894e-07 -2.6121091618591662e-07 9.302197864516612e-08 5.1193562300837098e-07 -4.6616564796961612e-07 3.7839334749989466e-07 5.3468947328383373e-07 1.2763285438508218e-06 5.8710635414627182e-07 -1.0002724053492784e-06 -3.7079918836052213e-07 -2.2926975724263296e-08 -4.9174313289768177e-07 -3.367568751855288e-07 1.0541402173203096e-06 4.8424040613781479e-07 -5.4349457099890835e-07 3.033899430162731e-08 -2.3974045435561636e-07 -1.2974872057774129e-06
leaf_weight=24 22 24 31 37 20 32 22 30 34 24 23 32 22 22 27 32 20 27 20 20 37 1525 20 20 20 20 21 829 63 21
leaf_count=24 22 24 31 37 20 32 22 30 34 24 23 32 22 22 27 32 20 27 20 20 37 1525 20 20 20 20 21 829 63 21
internal_value=0 -1.5938e-09 2.33067e-10 -2.03174e-09 1.17091e-10 -2.37456e-09 -2.17693e-07 7.00373e-10 -3.11902e-09 -2.20274e-07 9.88289e-10 -2.96564e-09 -2.62507e-12 -4.83598e-09 -2.15102e-07 -1.04392e-09 3.6646e-08 2.62e-08 -2.38047e-08 -2.42881e-07 -2.33476e-08 -1.16565e-08 -1.92119e-08 -1.31731e-08 3.58692e-07 1.58333e-08 6.08494e-09 1.83628e-08 2.1508e-07 -2.46612e-09
internal_weight=0 3099 3075 3051 3014 2983 42 2941 2909 54 2855 2821 2789 2766 49 2717 1023 1001 1694 89 69 1605 1585 1565 40 981 961 940 90 850
internal_count=3121 3099 3075 3051 3014 2983 42 2941 2909 54 2855 2821 2789 2766 49 2717 1023 1001 1694 89 69 1605 1585 1565 40 981 961 940 90 850
is_linear=0
shrinkage=0.1


Tree=9199
num_leaves=31
num_cat=0
split_feature=132 1185 1203 13 43 130 0 0 1452 156 1 0 2 157 1419 154 474 471 47 10 33 47 43 43 4 457 151 1371 48 151
split_gain=1.4242e-10 6.74686e-10 2.82625e-10 1.21039e-10 2.50569e-10 1.23445e-10 2.82206e-10 1.50812e-10 1.14835e-10 1.36656e-10 6.02666e-10 1.02713e-09 7.83693e-10 9.54897e-10 2.81213e-10 1.79616e-10 4.14584e-10 3.46767e-10 1.57495e-10 9.53282e-10 8.89936e-10 2.48343e-10 1.98253e-10 9.80465e-10 1.76841e-09 7.65451e-10 7.40783e-10 6.38398e-10 4.98497e-10 4.81384e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.056795000000000005 0.51084000000000007 0.096010000000000012 -0.097734999999999989 -0.087084999999999982 -0.073879999999999987 -0.065739999999999979 0.10337500000000001 -0.064339999999999994 0.087470000000000006 -0.060134999999999994 0.10120500000000002 0.084190000000000001 -0.26322499999999993 -0.085064999999999988 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.09055500000000001 -0.081944999999999976 -0.08287499999999999 -0.0052149999999999992 0.093100000000000002 -0.14575499999999997 0.083235000000000017 0.095425000000000024 -0.10737499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8 -3 10 11 12 -10 -14 15 16 -11 -18 20 -20 -19 22 23 25 -25 26 -22 29 -28 -24
right_child=1 8 -4 -5 -6 -7 7 -9 9 14 -12 -13 13 -15 -16 -17 17 18 19 -21 21 -23 27 24 -26 -27 28 -29 -30 -31
leaf_value=-4.1406709026858841e-07 5.7067055649895335e-07 1.9641766378697413e-07 -3.8041828281726104e-07 1.2493292893778792e-07 -3.9546371030361296e-07 1.5101389940978592e-07 1.9865681761328034e-07 -8.7451992069398738e-08 4.3480879899756732e-07 -4.3653577005319343e-07 -3.9333179856271279e-07 7.766335388126322e-07 -7.294855534279946e-07 2.0319110351762073e-07 -3.6085525917687024e-07 2.8268943414001445e-07 4.1418511102619961e-07 -5.5311188361883979e-07 7.33230668856777e-07 1.5101169696139717e-08 4.4637558261411251e-07 3.2940805309325781e-07 3.0564028907775764e-07 1.1621430243870973e-06 -2.6366557877523637e-08 -5.4004027515475176e-07 1.5917333607072533e-08 -5.7550199428424961e-07 -4.3160922373886025e-07 -2.9816557429700492e-08
leaf_weight=20 21 30 27 38 21 31 27 58 28 22 20 24 21 23 22 22 20 30 20 244 39 22 44 21 31 25 583 21 26 1540
leaf_count=20 21 30 27 38 21 31 27 58 28 22 20 24 21 23 22 22 20 30 20 244 39 22 44 21 31 25 583 21 26 1540
internal_value=0 5.91224e-09 -7.71936e-08 -3.52086e-08 -7.3969e-08 -2.43264e-08 -7.60936e-08 3.42963e-09 1.79135e-09 -2.58785e-10 1.06047e-07 2.10084e-07 2.1234e-08 -2.4195e-07 -4.77249e-09 -1.88178e-09 -4.21086e-09 -6.43286e-10 -3.7788e-09 6.95049e-08 -1.19009e-08 -4.99772e-09 -8.1552e-09 3.52459e-08 4.53608e-07 2.92066e-09 2.38682e-08 -2.776e-08 -3.18889e-09 -2.04983e-08
internal_weight=0 2899 222 195 157 136 105 85 2878 2848 116 96 72 44 2732 2710 2688 2666 2646 264 2382 2352 2330 725 52 673 648 1605 609 1584
internal_count=3121 2899 222 195 157 136 105 85 2878 2848 116 96 72 44 2732 2710 2688 2666 2646 264 2382 2352 2330 725 52 673 648 1605 609 1584
is_linear=0
shrinkage=0.1


Tree=9200
num_leaves=31
num_cat=0
split_feature=132 393 1203 394 130 482 4 1456 4 15 484 12 482 120 33 9 16 10 10 97 374 3 3 45 148 150 133 16 133 1375
split_gain=1.15974e-10 5.15808e-10 3.80058e-10 1.33081e-10 1.71369e-10 1.21777e-10 5.73145e-10 3.19717e-10 5.32801e-10 5.95791e-10 5.22856e-10 1.13099e-09 9.19251e-10 1.92505e-10 3.69185e-10 2.03927e-10 1.03442e-09 2.50357e-10 3.55205e-10 3.17633e-10 2.93507e-10 2.65296e-10 2.04223e-10 1.90064e-10 1.97641e-10 2.11535e-10 7.49616e-10 7.74121e-10 2.78307e-09 2.02413e-09
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 1.0000000180025095e-35 -0.093639999999999987 0.080200000000000007 -0.070499999999999993 -0.079704999999999984 -0.023539999999999995 -0.026084999999999994 0.090535000000000018 0.085055000000000006 0.089745000000000005 0.090440000000000006 -0.018454999999999996 0.088235000000000022 -0.059624999999999991 -0.086389999999999981 -0.0087699999999999983 -0.049229999999999996 0.087505000000000013 -0.0049599999999999991 0.40411000000000002 0.094030000000000016 -0.10069499999999999 0.099590000000000026 0.091250000000000012 -0.0087049999999999992 0.08622500000000001 -0.15308499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 13 -7 -8 -9 10 11 -10 -12 14 -2 17 -17 21 -19 -20 22 -16 23 24 -21 -26 27 28 29 -27
right_child=1 -3 -4 4 -6 6 7 8 9 -11 12 -13 -14 -15 15 16 -18 18 19 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-2.8321495811594817e-08 4.231258851206121e-07 4.8762794464933412e-07 -4.85945195762838e-07 -1.4493866758632143e-08 3.7189850119871568e-07 5.4221819610851838e-07 -2.5035610203328386e-07 4.6431232064982208e-07 -6.6316764676547081e-08 -3.7087234491316263e-07 2.9889147103388279e-07 9.0450296280577972e-07 -5.0440627616308941e-07 -3.0884724267144478e-07 -4.090415320807816e-07 1.5558088231060197e-07 -7.4765812883015317e-07 3.3174671214553087e-07 -3.7346672580378768e-07 2.6093674258780608e-07 3.6350782011140837e-07 1.9720467089764837e-08 3.0703454393958621e-07 -2.6999379888029245e-07 1.9552707606964696e-09 7.711455065786833e-07 4.2547943828388023e-07 2.4708798539071117e-07 -1.392480800959106e-06 -3.5203502360512655e-07
leaf_weight=196 20 22 20 24 22 23 37 29 28 34 29 21 28 21 31 32 21 32 23 28 22 27 21 27 2142 21 22 30 20 68
leaf_count=196 20 22 20 24 22 23 37 29 28 34 29 21 28 21 31 32 21 32 23 28 22 27 21 27 2142 21 22 30 20 68
internal_value=0 5.256e-09 -7.06941e-08 1.57505e-09 1.70302e-07 -1.16075e-09 6.87572e-08 1.58951e-08 7.41868e-08 -6.62493e-09 1.10209e-07 3.49749e-07 -9.57109e-08 -7.30002e-09 -4.85221e-09 -8.18667e-09 -2.02306e-07 -4.09425e-09 7.55248e-10 -3.61428e-09 -7.13332e-11 -2.09445e-07 -3.43356e-09 -6.19854e-09 -3.143e-09 -6.3537e-09 -1.16899e-07 -2.02743e-07 -3.2655e-07 -8.70149e-08
internal_weight=0 2905 216 2883 46 2837 229 206 169 140 106 49 57 2608 2587 2567 53 2514 2456 2424 2401 58 2379 2358 2331 2303 161 139 109 89
internal_count=3121 2905 216 2883 46 2837 229 206 169 140 106 49 57 2608 2587 2567 53 2514 2456 2424 2401 58 2379 2358 2331 2303 161 139 109 89
is_linear=0
shrinkage=0.1


Tree=9201
num_leaves=31
num_cat=0
split_feature=46 47 0 16 3 9 97 47 10 33 1452 156 2 471 474 153 157 15 52 43 13 12 42 0 3 16 475 43 43 3
split_gain=1.19793e-10 1.19673e-10 8.61488e-10 3.77326e-09 1.07053e-09 3.75358e-10 1.48205e-09 3.25513e-10 2.88342e-10 2.31009e-10 2.03912e-10 1.96485e-10 5.92897e-10 1.11722e-09 5.61483e-10 3.40429e-10 1.87936e-10 1.83495e-10 1.83159e-10 2.69493e-10 3.25568e-10 1.81023e-10 6.00792e-10 2.77909e-10 2.88966e-10 1.73059e-10 3.40024e-10 1.89421e-10 7.73602e-10 1.45176e-09
threshold=0.096120000000000011 0.092165000000000011 -0.10224499999999999 -0.12029499999999999 -1.0000000180025095e-35 -0.013509999999999999 -0.049229999999999996 0.090100000000000013 -0.0087699999999999983 -0.012019999999999998 -0.073879999999999987 -0.065739999999999979 0.087470000000000006 0.089900000000000022 0.10280500000000001 1.0000000180025095e-35 0.39282000000000006 -0.15026499999999995 -0.0027449999999999996 -0.04652499999999999 -0.075974999999999987 0.089005000000000015 0.085730000000000015 -0.080119999999999983 -0.078084999999999988 0.63636000000000015 0.12927000000000002 -0.081944999999999976 -0.08287499999999999 -0.082154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 17 6 8 9 -1 -7 -11 12 -12 -14 -15 16 25 -4 21 20 -20 22 -19 -23 -25 26 27 28 -13 -30
right_child=-2 2 4 -5 -6 7 -8 -9 -10 10 11 15 13 14 -16 -17 -18 18 19 -21 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=1.173750324109538e-07 1.8396156703610296e-07 4.6173254570329585e-08 -2.8143925200546855e-07 -1.5334526046117958e-06 6.4272640823212713e-07 3.3972954156524797e-07 8.7582399928010095e-07 -4.0379371114340761e-07 -3.4462903673441889e-07 2.720032900545751e-07 5.4400147167126095e-07 5.4138180760610056e-09 -5.3602706880330802e-07 -2.8577856937772596e-08 6.8229113466600214e-07 -3.6276075526849905e-07 2.7876885081676175e-07 9.972869534635721e-08 5.4525488499218064e-07 -1.554158980742283e-07 1.2231734816933485e-09 3.356922152875086e-07 -6.423804603628014e-07 -3.4197791788415089e-07 1.5494747187135132e-07 -2.3246325226596932e-07 4.0534548844561874e-07 -2.633761799771733e-08 1.048458096875038e-06 -2.84019422231781e-08
leaf_weight=35 35 62 27 20 26 20 24 20 22 27 26 640 26 25 20 27 23 24 22 22 22 20 20 25 22 34 20 1733 21 31
leaf_count=35 35 62 27 20 26 20 24 20 22 27 26 640 26 25 20 27 23 24 22 22 22 20 20 25 22 34 20 1733 21 31
internal_value=0 -2.08846e-09 -6.0807e-08 -3.39101e-07 3.84109e-08 4.51579e-09 2.16618e-07 -1.86382e-09 -6.09423e-08 1.14351e-09 -1.40897e-09 -4.22014e-09 1.35451e-07 -1.41595e-08 2.87364e-07 -9.57722e-09 -5.76589e-09 -3.86097e-08 -1.56787e-09 1.30354e-07 2.73239e-07 -8.00079e-08 -2.37594e-07 2.34812e-08 -1.09375e-07 -8.40578e-09 -5.29005e-09 -8.67674e-09 3.5552e-08 4.06484e-07
internal_weight=0 3086 312 82 230 2774 81 2693 57 2673 2653 2626 97 71 45 2529 2502 204 177 66 44 111 44 67 47 2479 2445 2425 692 52
internal_count=3121 3086 312 82 230 2774 81 2693 57 2673 2653 2626 97 71 45 2529 2502 204 177 66 44 111 44 67 47 2479 2445 2425 692 52
is_linear=0
shrinkage=0.1


Tree=9202
num_leaves=31
num_cat=0
split_feature=10 0 13 150 34 33 9 10 0 44 1429 156 1429 11 11 1420 49 156 0 4 52 16 0 1429 2 475 1429 156 157 49
split_gain=1.25906e-10 1.34e-09 1.35925e-09 3.37939e-10 4.41314e-10 2.17705e-10 1.514e-10 3.5871e-10 3.00952e-10 1.51951e-10 1.74096e-10 3.7173e-10 2.5298e-10 1.22041e-10 1.69389e-10 2.58497e-10 5.02512e-10 2.874e-10 1.91771e-10 7.55035e-10 4.01861e-10 1.60633e-10 4.60595e-10 2.07326e-10 4.8285e-10 1.71341e-10 2.18559e-10 1.91346e-10 2.45149e-10 1.01295e-09
threshold=-0.011559999999999999 -0.10224499999999999 -0.0062949999999999994 0.085210000000000022 -1.0000000180025095e-35 -0.012019999999999998 0.088235000000000022 -0.0069899999999999988 1.0000000180025095e-35 0.084760000000000016 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.096215000000000009 0.088065000000000018 -0.08341999999999998 0.085970000000000005 -0.092624999999999985 0.11070500000000001 -0.51843499999999987 0.095415000000000014 0.52822500000000006 -0.064339999999999994 -0.054654999999999988 0.08734500000000002 0.058495000000000012 0.11699500000000002 -0.065739999999999979 -0.087424999999999989 0.0093850000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2 7 -7 -8 10 -9 12 -12 14 15 16 -14 -17 19 -19 -20 23 -23 24 -21 26 27 -25 29 -29
right_child=5 2 -4 -5 -6 6 8 9 -10 -11 11 -13 13 -15 -16 17 -18 18 20 21 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-7.5185655623499776e-07 2.921197530160778e-07 -1.5767825191557808e-08 6.1447058673395323e-07 1.4855007016478794e-07 -6.4982237379650622e-07 3.9752657037841185e-07 -4.6696282282709947e-07 -2.9562117191517247e-07 7.5057824319845259e-08 1.9711196279978632e-07 -3.5698004282380683e-07 4.3005655072647645e-07 5.1396462502587514e-07 1.69121302714562e-07 -2.3136968794190695e-07 -3.8168217969314361e-07 -1.4737592195501749e-07 -5.7635958320954328e-07 -1.4686238257257044e-09 4.9708106130398073e-07 4.7426517430547114e-07 1.0965129251871986e-07 -5.1772353050306605e-07 2.156732781344317e-07 -1.5647584689304497e-07 2.6455486583643052e-07 -3.3316629611590542e-07 5.7118649010590163e-08 6.1761493995559786e-10 -7.8993704377694485e-07
leaf_weight=25 26 21 31 20 23 23 20 20 21 39 20 20 27 42 32 20 20 23 56 26 26 25 22 40 20 24 20 48 2321 20
leaf_count=25 26 21 31 20 23 23 20 20 21 39 20 20 27 42 32 20 20 23 56 26 26 25 22 40 20 24 20 48 2321 20
internal_value=0 -1.00449e-07 7.09742e-08 -1.92282e-07 -3.47205e-07 4.01016e-09 1.49223e-09 4.15897e-09 -1.89342e-07 1.05095e-09 -1.61144e-09 4.50342e-10 -2.5836e-09 -6.29998e-11 -2.62825e-09 4.51351e-11 2.32543e-07 -4.01559e-09 -1.18768e-09 -5.95634e-09 1.49374e-07 -8.43603e-10 -1.84014e-07 2.57402e-09 2.12926e-07 -1.33871e-09 -3.94445e-09 -1.23369e-09 -4.86545e-09 -1.92015e-07
internal_weight=0 120 95 64 44 3001 2975 2934 41 2911 2872 2852 2832 2812 2770 2738 47 2691 2671 2589 82 2566 47 2519 46 2473 2449 2429 2389 68
internal_count=3121 120 95 64 44 3001 2975 2934 41 2911 2872 2852 2832 2812 2770 2738 47 2691 2671 2589 82 2566 47 2519 46 2473 2449 2429 2389 68
is_linear=0
shrinkage=0.1


Tree=9203
num_leaves=31
num_cat=0
split_feature=142 11 33 13 47 9 47 15 484 42 0 15 150 3 150 1 157 157 12 157 1 11 472 150 4 15 2 484 42 15
split_gain=1.29885e-10 2.50292e-10 1.53663e-10 1.44401e-10 6.23978e-10 2.08135e-09 2.07297e-09 4.4108e-10 1.48534e-09 1.53265e-09 3.86749e-09 6.44637e-10 3.21816e-10 3.34015e-10 1.0612e-09 5.015e-10 1.08253e-09 3.76602e-10 1.11232e-09 6.99221e-10 5.28086e-10 4.58895e-10 5.55205e-10 3.93053e-10 4.48142e-10 3.73873e-10 5.80785e-10 9.33738e-10 9.50116e-10 3.89263e-10
threshold=-0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 -0.0034749999999999994 0.094160000000000008 0.081890000000000004 0.10280000000000002 -0.10203999999999998 0.090535000000000018 -0.018024999999999996 -0.14832499999999996 -0.093959999999999988 0.12640500000000002 0.092670000000000016 0.090480000000000019 0.10254500000000001 -0.0062799999999999991 -0.081634999999999985 0.086345000000000019 -0.051074999999999988 0.10727500000000002 0.093970000000000012 -1.0000000180025095e-35 0.085075000000000026 0.071150000000000005 0.11923500000000002 0.11448000000000001 0.056480000000000009 -0.16797499999999996 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -6 8 9 -5 -11 -9 13 17 15 16 -15 18 -13 -19 21 22 -21 24 25 26 27 28 -24 -30
right_child=1 2 3 4 6 -7 -8 11 -10 10 -12 12 -14 14 -16 -17 -18 19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=2.3173616483518345e-07 -2.9942478728831442e-07 -2.4599171297268183e-07 -1.1735727367615154e-08 -1.6041307435881001e-07 1.102632487097164e-06 -1.0027775715570898e-06 4.2354092285936485e-08 -4.3552199298080301e-07 -4.8558163453807623e-07 -4.0238437577500012e-08 1.8005922881803555e-06 -7.6212281427956443e-07 -3.7165521163728956e-07 3.8943656600958604e-07 8.0012202201744573e-07 4.4058664167594203e-07 -5.099834389010738e-07 5.4065323705178627e-07 8.7670164915845483e-08 -5.0200610104411678e-07 -3.9802808222096554e-07 4.8071447803398435e-07 -6.6555132505641278e-07 -3.9450205377988825e-07 5.2108218540070084e-07 4.4454886089321619e-07 -4.3530252342962843e-07 6.6145048617480155e-07 1.1151760320997234e-07 -1.7669599714054132e-07
leaf_weight=24 28 25 2093 26 23 20 93 32 22 25 21 24 20 23 23 21 32 26 43 20 30 22 20 20 20 21 27 23 214 60
leaf_count=24 28 25 2093 26 23 20 93 32 22 25 21 24 20 23 23 21 32 26 43 20 30 22 20 20 20 21 27 23 214 60
internal_value=0 -1.79751e-09 9.17887e-10 2.94573e-09 3.52573e-08 5.06609e-09 2.52582e-07 2.97985e-08 2.33542e-07 4.53274e-07 8.00141e-07 3.23551e-09 2.36132e-08 3.54299e-08 2.04977e-07 2.4867e-08 -1.33862e-07 5.9823e-09 -2.16733e-07 3.56482e-08 8.12171e-09 3.53801e-08 1.23275e-08 3.77267e-08 6.01801e-08 3.49252e-08 9.91911e-09 4.78402e-08 -1.63331e-10 4.84051e-08
internal_weight=0 3097 3069 3044 951 835 116 815 94 72 46 721 689 669 99 76 55 570 67 503 477 447 425 405 385 365 344 317 294 274
internal_count=3121 3097 3069 3044 951 835 116 815 94 72 46 721 689 669 99 76 55 570 67 503 477 447 425 405 385 365 344 317 294 274
is_linear=0
shrinkage=0.1


Tree=9204
num_leaves=31
num_cat=0
split_feature=40 2 448 1348 46 1428 156 475 157 1429 156 11 33 9 9 16 16 42 402 151 13 52 1213 402 1213 401 401 12 16 16
split_gain=1.38558e-10 2.32184e-10 1.36712e-10 2.12743e-10 1.35521e-10 1.76094e-10 1.28743e-10 2.81548e-10 4.89607e-10 1.78182e-10 3.11266e-10 1.25015e-10 1.29424e-10 2.16572e-10 1.84449e-10 1.55955e-10 4.08639e-10 2.12485e-09 3.89025e-10 3.80069e-10 6.76221e-10 6.51726e-10 3.58779e-10 2.14997e-09 1.54423e-09 5.92986e-10 3.99399e-10 1.05226e-09 4.19134e-10 6.70091e-10
threshold=-0.24620999999999996 0.31358000000000003 0.068920000000000023 0.091105000000000005 0.084955000000000017 -0.071779999999999997 0.3248100000000001 0.058495000000000012 -0.21914999999999998 0.12387000000000002 -0.093169999999999989 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 0.10141500000000002 -0.083134999999999987 -0.082179999999999989 -0.088249999999999981 0.15960500000000002 0.057610000000000008 -0.079969999999999986 -0.080979999999999983 -0.084954999999999989 0.10874500000000002 -0.090764999999999985 0.097935000000000008 0.081905000000000019 0.084735000000000019 -0.087484999999999993 -0.085589999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 9 -9 10 -7 -12 -13 15 -15 19 17 -17 -18 21 -21 -14 24 26 25 -23 28 -28 -24 -30
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 11 12 13 14 -16 16 18 -19 -20 20 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=2.6236619191877255e-07 -2.3561074895539492e-07 -2.6966233077629911e-07 -2.5949278835923907e-07 2.723713554712896e-07 1.7860055671852543e-07 3.3172230595417727e-07 -2.4647348211493368e-07 -9.6071077223314217e-08 5.0781022963029689e-07 -2.8573888783967049e-07 2.1492015868865074e-07 -2.2325496447424316e-07 3.8080261848144325e-07 4.023316850047347e-07 2.4537163107701032e-08 -3.6669345000461821e-07 8.2710200734622078e-09 9.639858099319555e-07 -4.150142455149432e-07 3.1908238130339531e-08 -7.2139009070972619e-07 9.4541463766491084e-08 -8.8049923973011558e-08 -1.0905334070798745e-06 7.1417419551522703e-07 -4.4007462705053515e-07 7.5785059423920264e-07 -1.1117830713134794e-07 5.9814701813820648e-07 -4.6800877317782953e-08
leaf_weight=20 32 32 20 29 42 28 21 25 29 22 26 27 38 24 28 24 1662 24 22 26 22 59 622 20 32 32 22 38 24 49
leaf_count=20 32 32 20 29 42 28 21 25 29 22 26 27 38 24 28 24 1662 24 22 26 22 59 622 20 32 32 22 38 24 49
internal_value=0 -1.69059e-09 1.10351e-09 2.8129e-09 2.24427e-10 -2.29129e-09 2.43072e-10 2.01437e-09 2.28236e-07 -2.24057e-09 -5.13968e-11 -3.34444e-09 -5.3748e-09 -3.24953e-09 1.98904e-07 -7.11992e-09 1.09418e-08 2.98646e-07 2.74117e-09 -3.89114e-08 -3.13353e-07 -2.48375e-08 -4.20026e-08 -6.71839e-08 1.1666e-07 -9.34554e-08 -4.00753e-08 2.07466e-07 -6.14457e-08 1.65237e-07
internal_weight=0 3101 3069 3049 3020 2978 2946 2925 54 2871 2849 2821 2795 2768 52 2716 1732 48 1684 984 48 936 898 775 123 91 755 60 695 73
internal_count=3121 3101 3069 3049 3020 2978 2946 2925 54 2871 2849 2821 2795 2768 52 2716 1732 48 1684 984 48 936 898 775 123 91 755 60 695 73
is_linear=0
shrinkage=0.1


Tree=9205
num_leaves=31
num_cat=0
split_feature=1429 1420 475 471 1429 156 474 1429 51 43 367 484 475 474 157 482 482 482 3 16 484 1375 16 1375 1366 44 158 482 1429 1429
split_gain=1.30924e-10 1.93874e-10 2.20161e-10 2.69063e-10 2.3982e-10 2.311e-10 2.55157e-10 1.87797e-10 4.08815e-10 4.25107e-10 1.89731e-10 1.73521e-10 1.40014e-09 8.88616e-10 8.67944e-10 4.95958e-10 1.2686e-09 1.05288e-09 5.13694e-10 6.14008e-10 7.93316e-10 4.73524e-10 1.87162e-09 6.9747e-10 2.51541e-10 2.53977e-10 6.29717e-10 3.51303e-10 2.10365e-10 5.64767e-10
threshold=0.12521000000000002 -0.086589999999999986 -0.50059999999999982 0.10338500000000002 0.11181500000000001 0.3248100000000001 0.11134000000000001 0.087785000000000016 -0.083899999999999988 -0.073404999999999984 -1.0000000180025095e-35 0.086135000000000017 -0.085734999999999992 0.087035000000000015 -0.086554999999999979 0.090355000000000005 0.098465000000000011 0.085875000000000021 -0.086769999999999986 -0.008069999999999999 0.11936000000000001 -0.15308499999999997 -0.071854999999999988 -0.085004999999999983 -0.082814999999999986 0.099360000000000018 -0.47336999999999996 0.11191500000000001 0.084855000000000014 0.083840000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 10 -9 -10 -4 21 -13 14 -14 17 -17 18 -16 20 -20 22 -12 -23 -25 26 -26 28 29 -28
right_child=-2 2 3 -5 -6 -7 -8 8 9 -11 11 12 13 -15 15 16 -18 -19 19 -21 -22 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-3.044559369819971e-07 2.5503621547073863e-07 3.3112666656620606e-07 2.2948827083584748e-07 -3.6732504099745716e-07 3.4580412787477145e-07 -3.4041986509691927e-07 2.8150483839528561e-07 -5.4670542141366237e-07 -3.1226475026745573e-07 3.0939479619912e-07 3.2876349833217818e-07 8.8075368807949429e-07 -6.0777395151490062e-07 6.2735443699628906e-07 -3.2189021265461132e-07 8.7997623464410759e-07 -1.4821085247973542e-07 -7.4836898363628283e-07 7.9945177719290923e-07 -1.8319707717842726e-07 9.2816898594955334e-09 5.4477848745749653e-07 -9.6138593063266819e-07 2.6180615435578148e-07 5.3625185582209927e-07 -3.5030476769034894e-07 -8.6850682078046856e-09 -4.1148923589740999e-07 2.4874981419765351e-07 -5.0658380332705473e-07
leaf_weight=21 20 20 36 20 20 20 32 20 22 22 22 20 25 21 29 21 28 20 24 31 27 23 23 34 21 22 2401 22 31 23
leaf_count=21 20 20 36 20 20 20 32 20 22 22 22 20 25 21 29 21 28 20 24 31 27 23 23 34 21 22 2401 22 31 23
internal_value=0 -1.64316e-09 4.21472e-10 -1.74e-09 6.65165e-10 -1.62052e-09 6.38139e-10 -2.39007e-09 -1.71832e-07 -1.43498e-09 1.34418e-09 -1.51955e-09 7.87842e-08 7.81343e-09 -5.56517e-08 2.10319e-08 2.92441e-07 -8.04875e-08 3.98516e-08 1.67785e-07 3.81126e-07 -9.05377e-09 -3.30646e-07 -3.43807e-09 -8.37502e-09 -1.20203e-08 -9.04104e-09 -1.3664e-08 -1.0099e-08 -1.34094e-08
internal_weight=0 3101 3080 3060 3040 3020 3000 2968 64 44 2904 2868 246 226 205 180 49 131 111 82 51 2622 45 2577 2554 2520 2498 2477 2455 2424
internal_count=3121 3101 3080 3060 3040 3020 3000 2968 64 44 2904 2868 246 226 205 180 49 131 111 82 51 2622 45 2577 2554 2520 2498 2477 2455 2424
is_linear=0
shrinkage=0.1


Tree=9206
num_leaves=31
num_cat=0
split_feature=447 455 42 96 34 34 34 9 13 2 39 133 480 481 13 4 12 42 3 12 1447 1446 475 51 151 15 1374 483 160 52
split_gain=1.18402e-10 1.40509e-10 2.59184e-10 1.26062e-10 1.86255e-10 2.90939e-10 2.99676e-10 1.81211e-10 3.53018e-10 2.7514e-10 7.7454e-10 1.48956e-10 8.85816e-10 5.05387e-10 1.38276e-09 5.22932e-10 1.40313e-09 1.57036e-09 2.75068e-09 8.19722e-10 4.52188e-10 4.18521e-10 5.19598e-10 2.07961e-09 4.8337e-10 4.33484e-10 4.07098e-10 3.96357e-10 8.74922e-10 2.19223e-09
threshold=0.10419500000000002 0.090605000000000019 0.087550000000000017 0.087370000000000017 -0.08786999999999999 -0.084564999999999987 -0.05547499999999999 0.091600000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085530000000000009 0.0033250000000000003 0.11191000000000002 -0.087424999999999989 -0.08645499999999999 -0.08484499999999999 0.083985000000000018 0.091205000000000008 -0.090164999999999981 0.086915000000000006 0.059120000000000013 0.085345000000000018 -0.085734999999999992 -0.085604999999999987 0.015440000000000001 -0.028889999999999996 0.084595000000000017 0.087175000000000016 -0.089549999999999991 -0.0027449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7 9 -9 10 -8 20 13 14 -13 16 -15 18 19 -18 -11 22 23 -17 26 -26 27 28 29 -24
right_child=-2 2 -4 -5 5 6 7 8 -10 11 -12 12 -14 15 -16 21 17 -19 -20 -21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=2.4484499861852875e-07 -2.4252933258139817e-07 4.2394527058191182e-07 -4.2420690795971988e-08 -1.9853966821692383e-07 -3.6385412223374016e-07 3.7756815226922908e-07 6.3494120965401641e-07 8.0296851656669343e-08 -4.8620560377798938e-07 -1.4272094219641707e-08 -1.966559398711286e-07 2.1585427087226587e-07 6.8683847686656919e-07 8.0144436259663439e-07 -8.8172507000711619e-07 -2.5995127226853867e-07 6.5947491753542473e-07 8.0607655063922512e-07 -1.1735422401670804e-06 -6.6655430484971938e-08 -4.8101721019866956e-07 -3.1227450895906859e-07 1.2306292423147624e-06 1.0780092785418155e-06 6.460835443195243e-07 -4.4263875054184612e-09 -4.2076436733395897e-07 -2.3883073841216507e-07 -3.0891530703926531e-08 2.1708450634131775e-08
leaf_weight=31 20 22 26 32 22 21 24 22 22 1792 21 24 20 31 22 26 22 22 20 53 21 41 20 21 21 20 25 68 529 60
leaf_count=31 20 22 26 32 22 21 24 22 22 1792 21 24 20 31 22 26 22 22 20 53 21 41 20 21 21 20 25 68 529 60
internal_value=0 1.56683e-09 1.7133e-07 -1.10223e-09 9.89128e-10 -1.53914e-09 1.14648e-09 -1.53586e-09 -2.02954e-07 1.51699e-09 2.46863e-07 -2.34605e-09 2.77244e-08 1.48636e-08 -3.09075e-07 3.00844e-08 2.03266e-07 4.47739e-08 -1.31528e-07 1.46343e-07 -1.96784e-08 -7.58957e-10 1.54083e-08 3.37861e-07 -4.9891e-09 3.28762e-07 -2.44817e-08 -9.84788e-09 1.572e-08 3.23939e-07
internal_weight=0 3101 48 3053 3021 2990 2968 2947 44 2903 45 2858 1045 1025 46 979 148 117 95 75 1813 831 790 47 743 41 702 677 609 80
internal_count=3121 3101 48 3053 3021 2990 2968 2947 44 2903 45 2858 1045 1025 46 979 148 117 95 75 1813 831 790 47 743 41 702 677 609 80
is_linear=0
shrinkage=0.1


Tree=9207
num_leaves=31
num_cat=0
split_feature=40 130 42 1212 401 1212 401 402 401 3 133 402 133 403 42 12 2 131 131 132 132 10 16 15 33 156 156 4 4 475
split_gain=1.26799e-10 2.49983e-10 1.63247e-10 1.15272e-10 1.31815e-10 2.28381e-10 1.53565e-10 2.10147e-10 3.72423e-10 1.00231e-09 2.85307e-10 1.55659e-10 1.64596e-10 4.7708e-10 2.76777e-10 7.19547e-10 5.43197e-10 2.53305e-10 1.58045e-10 2.02186e-10 2.2695e-10 1.81654e-10 1.58452e-09 1.70394e-09 3.08611e-10 1.77591e-10 7.19431e-10 5.49945e-10 5.3389e-10 6.28021e-10
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.52517999999999987 0.13522500000000001 0.13713500000000003 -0.47263499999999997 -0.46140499999999995 -1.0000000180025095e-35 -0.073309999999999986 0.42433500000000007 -0.20792499999999997 0.40431 -0.54856499999999986 0.11603500000000001 0.09334000000000002 0.10327000000000001 0.12108000000000001 0.11684000000000001 0.11297500000000001 0.10859000000000001 -0.011559999999999999 -0.056919999999999991 -0.094549999999999981 -0.012019999999999998 0.091255000000000017 0.092385000000000009 -0.50690499999999983 -0.50052499999999989 0.016915000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -8 9 -9 11 -10 13 -13 17 -16 -17 18 19 20 21 22 23 -15 -23 -26 -27 -28 -29 -30
right_child=1 2 -4 4 -6 -7 7 8 10 -11 -12 12 -14 14 15 16 -18 -19 -20 -21 -22 24 -24 -25 25 26 27 28 29 -31
leaf_value=2.5098909020471186e-07 -3.3750461825703e-07 2.3222720434053676e-07 2.6057309980842548e-07 -2.669935719785082e-07 -2.1504798880790798e-07 2.5687947766825533e-07 2.2877999583670316e-07 -7.7090537489771751e-07 -2.7506475691872028e-07 1.8365793039911504e-07 2.9645554744384128e-07 -3.8847363263982971e-07 2.0772945574847384e-07 -9.3948736221705078e-07 6.5478548880919434e-07 -3.9207205743836807e-07 2.7732455123441472e-07 -3.5987225146527638e-07 2.6426316424021934e-07 -2.4715888872271857e-07 3.1101999337332259e-07 3.5760362706582785e-07 4.5098240680237078e-07 7.719250577304806e-08 -1.192750486437508e-08 6.5194130229428991e-07 -4.4881963726146009e-07 5.1051658738288097e-07 1.087170680918722e-07 -3.5068749845187408e-07
leaf_weight=20 22 21 24 22 29 34 39 22 21 22 32 32 37 32 23 22 27 20 22 34 23 24 31 34 2196 20 22 25 152 37
leaf_count=20 22 21 24 22 29 34 39 22 21 22 32 32 37 32 23 22 27 20 22 34 23 24 31 34 2196 20 22 25 152 37
internal_value=0 -1.61428e-09 7.85712e-10 -1.25517e-09 -2.87123e-09 -8.23603e-10 -3.77275e-09 -1.80908e-09 -4.89945e-09 -2.93624e-07 -4.66834e-10 -3.81952e-09 -1.79458e-09 -4.58723e-09 -1.10422e-10 1.93364e-07 -2.32209e-08 -5.32382e-09 -2.65e-09 -4.88273e-09 -1.70962e-09 -4.50511e-09 -1.38748e-07 -4.15743e-07 7.54019e-10 -2.7388e-09 7.60831e-08 2.72815e-08 7.62265e-08 1.87807e-08
internal_weight=0 3101 3079 3055 3034 3005 2971 2949 2910 44 2866 2834 2813 2776 2744 72 49 2672 2652 2630 2596 2573 97 66 2476 2452 256 236 214 189
internal_count=3121 3101 3079 3055 3034 3005 2971 2949 2910 44 2866 2834 2813 2776 2744 72 49 2672 2652 2630 2596 2573 97 66 2476 2452 256 236 214 189
is_linear=0
shrinkage=0.1


Tree=9208
num_leaves=31
num_cat=0
split_feature=1429 474 156 156 157 157 12 3 3 12 157 156 156 474 1429 156 1429 156 1371 151 155 156 0 3 133 12 1 120 2 10
split_gain=1.15319e-10 1.97213e-10 2.29222e-10 4.64385e-10 4.60437e-10 1.6999e-09 5.54117e-10 5.68579e-10 4.64368e-10 4.1187e-10 2.71307e-10 1.98479e-10 3.02353e-10 2.25201e-10 1.97106e-10 1.79713e-10 8.24263e-10 6.79313e-10 3.16001e-10 6.88411e-10 2.11261e-10 1.72045e-10 1.81605e-10 6.8059e-10 1.26972e-09 6.85528e-10 2.30199e-10 5.21013e-10 2.89416e-10 2.63287e-10
threshold=0.12521000000000002 -0.26322499999999993 0.09747500000000002 0.092385000000000009 -0.04831499999999999 -0.0036449999999999994 0.092655000000000015 -0.022174999999999997 -0.079594999999999985 0.093535000000000021 0.10891500000000003 0.091155000000000014 0.089950000000000016 -0.082254999999999981 -0.054654999999999988 0.087720000000000006 0.084770000000000012 0.087045000000000011 0.087810000000000013 -0.5413699999999998 0.083555000000000004 0.083310000000000009 0.10455500000000001 -0.098469999999999988 0.086910000000000015 0.091200000000000017 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.0036750000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 6 -6 7 -4 10 -10 -7 12 13 -3 -15 17 -17 18 19 -16 21 22 26 25 -25 -24 27 28 29 -21
right_child=-2 2 4 -5 5 8 -8 -9 9 -11 -12 -13 -14 14 15 16 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.5669142480921894e-07 2.3935570077071587e-07 -2.7868735985285981e-07 5.4928913414187267e-07 -3.9105660977523461e-07 1.0771955487598461e-06 -4.4510919423146333e-07 -4.1125147082728598e-07 -1.1249600053179781e-07 6.1944118613155307e-07 -1.4643561470284979e-08 5.3587089491694917e-08 2.9065814566780795e-07 -3.8232668985859253e-07 2.4072737169396589e-07 5.6059991454627715e-07 5.0028674796198664e-07 -3.0599378018927211e-07 -4.5604705860569085e-07 -3.8590240316287757e-07 -2.3076002054773781e-09 -2.8476732414180089e-07 2.0749518672147361e-07 -1.7207404692243245e-07 -9.8842901338901453e-07 5.7030986620422767e-08 5.7424453530074977e-07 3.1203363176265011e-07 -4.000320586783346e-07 3.8497567231843279e-07 2.134067443281224e-07
leaf_weight=30 20 29 20 31 20 20 30 37 20 21 24 23 21 34 22 32 21 33 21 2313 26 40 32 21 26 20 24 32 20 58
leaf_count=30 20 29 20 31 20 20 30 37 20 21 24 23 21 34 22 32 21 33 21 2313 26 40 32 21 26 20 24 32 20 58
internal_value=0 -1.54106e-09 9.51454e-10 -6.10389e-09 1.06745e-07 2.47706e-07 -6.33806e-08 1.19709e-07 5.25319e-08 2.94666e-07 -1.73093e-07 -1.91374e-09 -4.29575e-09 -1.46456e-09 1.43255e-09 -1.53572e-09 1.80817e-07 -5.13122e-09 4.73382e-10 3.55383e-09 -1.13799e-09 1.71366e-09 -1.51935e-09 -1.343e-07 -4.10089e-07 1.14972e-07 3.85264e-09 8.00082e-10 6.16463e-09 2.96926e-09
internal_weight=0 3101 3071 2879 192 105 87 57 85 41 44 2848 2825 2804 2775 2741 53 2688 2655 2634 2612 2586 2546 99 47 52 2447 2423 2391 2371
internal_count=3121 3101 3071 2879 192 105 87 57 85 41 44 2848 2825 2804 2775 2741 53 2688 2655 2634 2612 2586 2546 99 47 52 2447 2423 2391 2371
is_linear=0
shrinkage=0.1


Tree=9209
num_leaves=31
num_cat=0
split_feature=142 11 33 9 9 130 1 15 1 15 133 15 4 12 15 2 158 45 1208 1208 1210 14 156 1184 1 50 132 403 12 42
split_gain=1.15321e-10 2.84166e-10 1.56718e-10 1.39718e-10 1.57339e-10 1.23848e-10 3.20578e-10 1.54172e-10 1.84001e-10 1.6697e-10 9.4511e-10 3.07729e-09 1.02978e-09 8.11021e-10 3.4263e-10 6.13014e-10 2.39066e-10 1.95632e-10 1.81518e-10 2.37873e-10 2.14849e-10 1.72933e-10 3.44576e-10 3.17087e-10 2.49031e-10 1.77687e-10 2.83469e-09 2.28573e-09 4.40445e-10 7.7682e-10
threshold=-0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.089995000000000006 0.10141500000000002 -0.23123999999999997 0.15799000000000005 0.17980000000000004 0.10022000000000002 0.11773500000000002 0.090445000000000011 0.12044500000000001 -0.062539999999999984 0.097575000000000009 0.11461000000000002 0.092120000000000021 -0.47336999999999996 0.084355000000000013 0.11531000000000001 0.10233500000000001 -0.3960249999999999 -0.23801999999999998 0.09747500000000002 0.089075000000000015 0.12577000000000002 0.096900000000000014 -0.083284999999999984 -0.074254999999999988 0.089005000000000015 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 9 -9 14 11 -11 -12 -13 16 -16 -7 18 19 20 -18 22 24 25 -22 -23 -27 -28 29 -29
right_child=1 2 3 4 -6 6 -8 8 -10 10 12 13 -14 -15 15 -17 17 -19 -20 -21 21 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=2.1836082784905861e-07 -3.1881905194605257e-07 -2.4815018031176808e-07 2.3678887808903878e-07 3.5359146132544577e-07 7.4517850648668357e-09 -3.2883305865735484e-07 -3.4435872264650787e-07 -1.6918872864318309e-08 3.9207261540820011e-07 -1.3574872336145443e-06 -2.5676376722572061e-07 5.4139531083695722e-07 7.4586170436911443e-07 -2.9110375771779221e-07 6.857621883682441e-07 -9.7189908387917978e-08 -2.875882912051636e-07 2.4051250522163899e-07 -2.5885140012683727e-07 2.727472071306636e-07 -5.5701470449034589e-07 -7.659816371996313e-09 1.0476074637168612e-07 4.0230396052720613e-07 -7.4531250078280219e-08 1.1952176751470863e-06 -1.0393736744873649e-06 3.955911143522717e-08 2.0303988321757063e-07 -6.288848304336625e-07
leaf_weight=24 28 25 22 24 29 22 27 22 22 21 20 22 21 25 20 20 26 34 27 32 23 2191 31 20 20 21 20 133 129 20
leaf_count=24 28 25 22 24 29 22 27 22 22 21 20 22 21 25 20 20 26 34 27 32 23 2191 31 20 20 21 20 133 129 20
internal_value=0 -1.69084e-09 1.20248e-09 3.25038e-09 1.64194e-07 3.98483e-10 -1.35315e-09 1.79476e-09 1.87577e-07 -1.02594e-09 -1.22443e-07 -3.5109e-07 2.56776e-07 9.85767e-08 3.7193e-09 2.94286e-07 -5.08667e-10 2.14008e-09 -8.69448e-10 1.74327e-09 -1.54911e-09 1.30251e-09 -1.49384e-07 5.70297e-09 -3.32604e-07 2.54783e-09 7.17892e-08 -6.33001e-09 6.69355e-08 -4.78192e-08
internal_weight=0 3097 3069 3044 53 2991 2969 2942 44 2898 109 68 41 47 2789 40 2749 2727 2693 2666 2634 2608 74 2534 43 2514 323 302 282 153
internal_count=3121 3097 3069 3044 53 2991 2969 2942 44 2898 109 68 41 47 2789 40 2749 2727 2693 2666 2634 2608 74 2534 43 2514 323 302 282 153
is_linear=0
shrinkage=0.1


Tree=9210
num_leaves=31
num_cat=0
split_feature=1203 12 1185 393 1348 448 483 151 484 0 1456 1456 154 157 157 484 0 481 1 481 403 403 1209 403 403 1209 1212 43 13 4
split_gain=1.25756e-10 3.15203e-10 1.65842e-10 1.19691e-10 9.85695e-11 2.2338e-10 1.8441e-10 1.66603e-10 1.25572e-10 2.81346e-10 1.48756e-10 2.24068e-10 2.12212e-10 2.97141e-10 2.33493e-10 1.89652e-10 7.14568e-10 2.3493e-10 1.59953e-09 2.36231e-10 3.99439e-10 1.92963e-10 2.09656e-10 9.69924e-10 2.22717e-10 5.02656e-10 1.54287e-10 3.75633e-10 7.48023e-10 3.28675e-10
threshold=0.090185000000000001 0.090695000000000012 -0.089384999999999978 0.10856500000000001 0.095915000000000014 0.056825000000000007 -0.49307999999999996 -0.5666199999999999 -0.23687999999999995 -0.074229999999999977 0.11510000000000002 0.10504000000000001 0.085530000000000009 0.63604500000000008 0.39282000000000006 -0.14735999999999996 -0.085754999999999984 -0.088384999999999977 0.076935000000000017 -0.086354999999999987 -0.55049499999999985 -0.54448499999999989 -0.087199999999999986 -0.0047449999999999992 -0.52800499999999995 -0.069599999999999981 0.091685000000000016 -0.0098449999999999979 -0.010094999999999998 -0.076229999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 -8 9 -9 11 12 13 14 15 16 -10 18 -17 -19 -21 -22 23 -23 -24 -26 -27 28 -28 -29
right_child=1 -3 3 -5 -6 -7 7 8 10 -11 -12 -13 -14 -15 -16 17 -18 19 -20 20 21 22 24 -25 25 26 27 29 -30 -31
leaf_value=-2.3704116353921262e-07 -7.8603491754986658e-08 3.3986096264173839e-07 -3.0619378421192778e-07 1.947257327254838e-07 -2.1867406344102036e-07 3.2373291917662887e-07 2.8612632974045482e-07 4.474365844296038e-09 2.2021075139377901e-07 4.3473917677212222e-07 2.041816400426824e-07 -2.859022741035758e-07 3.180755400933322e-07 -3.9289031036560116e-07 3.2613038774527358e-07 8.4755778095251861e-07 -5.9708117913467748e-07 -3.216435314830809e-07 -2.9187883825443351e-07 3.3922922075689575e-07 -3.2031744467531098e-07 6.42702135185876e-07 -2.6657396223500279e-07 -2.7654209795648723e-07 4.9041193989296511e-07 -1.9479682941298381e-08 6.831706646546711e-07 1.1076770540173305e-07 -3.4028627996204624e-08 -2.7197675355585098e-07
leaf_weight=30 36 36 20 31 21 21 20 55 20 21 33 29 20 20 21 22 23 24 28 33 20 24 34 22 20 2284 26 57 33 37
leaf_count=30 36 36 20 31 21 21 20 55 20 21 33 29 20 20 21 22 23 24 28 33 20 24 34 22 20 2284 26 57 33 37
internal_value=0 1.30629e-07 -3.082e-09 -7.57133e-10 -2.78523e-09 -1.2572e-09 -3.57383e-09 -1.50535e-09 -3.48492e-09 1.23363e-07 -6.89144e-09 -9.38176e-09 -6.48469e-09 -8.84684e-09 -6.03127e-09 -8.60807e-09 -2.16945e-07 -5.24527e-09 2.09473e-07 -9.35236e-09 -6.45854e-09 -1.09199e-08 -8.48082e-09 2.03064e-07 -1.23873e-08 -8.86986e-09 -1.29674e-08 8.42491e-08 2.82025e-07 -3.9887e-08
internal_weight=0 72 3049 3019 2988 2967 2946 2926 2906 76 2830 2797 2768 2748 2728 2707 43 2664 50 2614 2590 2557 2537 46 2491 2457 2437 153 59 94
internal_count=3121 72 3049 3019 2988 2967 2946 2926 2906 76 2830 2797 2768 2748 2728 2707 43 2664 50 2614 2590 2557 2537 46 2491 2457 2437 153 59 94
is_linear=0
shrinkage=0.1


Tree=9211
num_leaves=31
num_cat=0
split_feature=448 0 456 160 456 456 16 0 456 1445 1447 1446 480 130 50 132 1211 483 13 1 13 133 50 3 480 1452 2 16 14 11
split_gain=1.2674e-10 1.98854e-10 1.24539e-10 4.68751e-10 2.58604e-10 2.08771e-10 5.29816e-10 3.96944e-10 2.95858e-10 4.32019e-10 3.15126e-10 3.39073e-10 2.85685e-10 2.84217e-10 2.31469e-10 2.48478e-09 1.86095e-09 4.86381e-10 7.66779e-10 8.1108e-10 4.43875e-10 5.3088e-10 3.09928e-10 3.73688e-10 2.56031e-10 2.49072e-10 2.66948e-10 5.24e-10 2.92352e-10 5.35248e-10
threshold=0.068920000000000023 -0.26343999999999995 0.091580000000000009 -0.086154999999999995 0.10657000000000001 0.087750000000000009 -0.020119999999999996 -0.083554999999999977 0.087015000000000023 0.077020000000000019 0.059120000000000013 -0.088809999999999986 0.11471500000000003 -0.23123999999999997 0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.087520000000000014 -0.083499999999999977 0.078340000000000007 -0.077944999999999987 -1.0000000180025095e-35 0.13969000000000004 -0.078344999999999984 0.10344000000000002 0.11396500000000002 0.15109000000000003 -0.25582999999999995 0.083150000000000016 0.076560000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 8 -7 -8 9 10 11 -3 13 -13 24 -16 17 18 19 -17 -20 -22 23 -23 25 26 28 -28 -15 -30
right_child=-2 2 3 4 -6 6 7 -9 -10 -11 -12 12 -14 14 15 16 -18 -19 20 -21 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=2.4578165872905328e-07 -2.5092987584685037e-07 -4.1389259081370255e-07 -3.0039528994052492e-07 4.4781737694227726e-07 3.8502392777476854e-08 -5.6689426974512376e-07 3.5045962899715736e-07 -2.7957549036727869e-07 3.1195303629753349e-07 -4.3538056032680886e-07 3.2772401352993825e-07 3.5419558402209491e-07 3.2303512608888453e-07 -4.7974411904492013e-09 1.1533324070001073e-06 -6.6149993277317009e-07 -9.0584007471269021e-07 4.19929279473763e-07 5.7383067361239561e-07 6.0691386275598589e-09 5.5105814539047065e-07 1.6921009346490259e-07 3.329560442466573e-07 -2.9111547746651926e-07 -2.9760159634406593e-07 3.3855318122277826e-07 -4.8562713297022649e-07 3.0278706617536955e-08 -6.3002402780078963e-07 6.8256882333690042e-08
leaf_weight=33 20 20 20 33 29 23 20 20 30 23 29 22 27 2304 20 28 21 35 22 52 20 29 20 45 32 20 35 45 21 23
leaf_count=33 20 20 20 33 29 23 20 20 30 23 29 22 27 2304 20 28 21 35 22 52 20 29 20 45 32 20 35 45 21 23
internal_value=0 1.61492e-09 -1.01138e-09 1.20569e-07 2.56364e-07 -4.35016e-09 -1.84458e-07 3.54421e-08 -4.68245e-10 -3.70801e-09 -2.48612e-10 -3.59645e-09 -6.87579e-10 -3.81589e-09 -6.65726e-09 7.75568e-08 -1.54436e-09 7.41139e-08 1.80789e-08 -2.2758e-07 1.62584e-07 8.32209e-08 -1.6319e-08 -1.10718e-07 -1.65728e-08 -1.28992e-08 -1.57942e-08 -1.9543e-07 -9.67372e-09 -2.65014e-07
internal_weight=0 3101 3068 82 62 2986 63 40 2923 2893 2870 2841 2821 2794 2772 292 272 251 216 80 136 114 94 74 2480 2448 2428 80 2348 44
internal_count=3121 3101 3068 82 62 2986 63 40 2923 2893 2870 2841 2821 2794 2772 292 272 251 216 80 136 114 94 74 2480 2448 2428 80 2348 44
is_linear=0
shrinkage=0.1


Tree=9212
num_leaves=31
num_cat=0
split_feature=132 394 50 1186 131 1203 15 3 3 12 12 52 1212 12 13 49 52 12 12 15 1213 401 12 13 480 159 480 16 0 43
split_gain=1.39764e-10 5.44541e-10 2.92141e-10 3.30021e-10 1.54051e-10 2.2284e-10 2.48246e-10 1.83013e-10 3.25255e-10 1.1771e-10 6.11692e-10 1.35666e-09 6.86166e-10 7.20505e-10 1.49464e-09 2.33331e-09 2.21718e-09 1.09834e-09 5.93573e-10 4.12217e-10 3.68898e-10 4.34477e-10 4.98808e-10 2.27384e-09 1.63909e-09 2.03406e-09 8.94739e-10 7.23148e-10 5.93833e-10 3.82772e-10
threshold=-0.083174999999999985 0.090335000000000013 0.09227500000000001 -0.086839999999999987 -0.076979999999999979 0.084795000000000023 0.084510000000000016 -0.084964999999999985 -0.073309999999999986 0.086305000000000007 0.085635000000000003 0.086450000000000013 -0.088189999999999991 0.08493500000000001 -0.083764999999999992 0.08610000000000001 0.039215000000000007 0.084735000000000019 0.086700000000000013 0.035560000000000008 0.088500000000000009 0.094270000000000007 0.083985000000000018 -0.083894999999999983 0.086930000000000021 -0.087039999999999992 0.056320000000000009 -0.008904999999999998 -0.087794999999999998 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 -1 -5 7 -7 -6 -9 10 12 19 -2 17 15 16 -15 20 -11 -12 21 22 24 27 26 -26 29 28 -24 -14
right_child=1 -3 -4 4 5 6 -8 8 -10 18 11 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.0426319585440938e-07 4.4636908638274307e-07 4.2271596503306075e-07 -3.6122541143501419e-07 2.0989382288793093e-07 4.7719463647833467e-08 -6.9893011698241025e-08 3.9069118222621255e-07 -5.361625205389166e-07 -3.3405874917904049e-08 3.2579947866243395e-07 -2.4072656392236603e-07 -1.0024309169409662e-06 -2.4169803709415986e-09 -1.7175728739208091e-06 2.5089860105569841e-07 2.6821557056514988e-07 -2.9637956982158001e-07 5.8506188533868912e-07 7.516263724128922e-09 3.2015402567253665e-07 3.7821157731580496e-07 4.3200236419238538e-07 1.8319634746562358e-07 -1.1371199363452434e-06 -5.8189135126502312e-08 1.3352232849683788e-06 -6.9521298136976387e-07 4.5847537103327342e-07 -5.1670520583178984e-07 -2.8738262824390406e-07
leaf_weight=21 33 31 31 33 37 25 22 22 31 61 38 20 823 21 36 23 23 32 1485 20 24 21 22 22 22 20 20 25 27 50
leaf_count=21 33 31 31 33 37 25 22 22 31 61 38 20 823 21 36 23 23 32 1485 20 24 21 22 22 22 20 20 25 27 50
internal_value=0 5.84669e-09 -7.64805e-08 -3.02654e-08 1.59343e-08 -3.07858e-08 1.457e-07 -1.2295e-07 -2.42097e-07 1.34078e-09 -2.05674e-08 -2.9222e-07 -3.53449e-09 -1.57945e-08 -2.68781e-07 -5.48012e-07 -9.74676e-07 7.72326e-09 2.00747e-08 -4.73195e-08 -9.44666e-09 -1.82906e-08 -2.74624e-08 -2.44536e-07 -5.17461e-09 6.05341e-07 -3.38887e-08 2.08265e-08 -2.02464e-07 -1.8738e-08
internal_weight=0 2899 222 191 170 137 47 90 53 2868 1322 78 1244 1211 103 67 44 1108 1546 58 1076 1052 1031 96 935 42 893 74 49 873
internal_count=3121 2899 222 191 170 137 47 90 53 2868 1322 78 1244 1211 103 67 44 1108 1546 58 1076 1052 1031 96 935 42 893 74 49 873
is_linear=0
shrinkage=0.1


Tree=9213
num_leaves=31
num_cat=0
split_feature=130 12 12 142 15 11 132 1203 1185 2 0 13 399 12 132 9 1 33 153 1186 391 129 393 1212 128 4 43 13 12 1212
split_gain=1.29697e-10 3.44241e-10 1.68213e-10 4.37409e-10 4.12354e-10 2.1703e-10 1.22381e-10 3.27229e-09 1.71944e-09 2.5763e-10 6.11845e-10 1.40159e-10 1.78175e-10 2.27991e-10 2.27971e-10 1.34652e-10 3.53937e-10 2.75479e-10 1.14053e-10 1.23804e-10 2.34058e-10 1.63476e-10 2.33655e-10 1.75141e-10 4.38542e-10 4.02667e-10 5.54354e-10 5.32336e-10 4.09588e-10 3.75876e-10
threshold=-0.23647499999999996 0.23631000000000002 0.12757000000000002 -0.057499999999999989 -0.071579999999999991 -1.0000000180025095e-35 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.084145000000000011 -0.086554999999999979 0.056795000000000005 0.088190000000000018 0.088245000000000004 -0.13852999999999996 0.091600000000000015 0.13075500000000004 -1.0000000180025095e-35 0.08351500000000002 0.089315000000000019 -0.086319999999999994 -0.04689999999999999 -0.086024999999999976 0.091580000000000009 0.088865000000000013 -0.07958999999999998 -0.0098449999999999979 -0.069964999999999986 0.087995000000000004 0.087615000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -5 7 9 -8 10 -7 12 13 -11 -14 17 -17 -10 19 20 -19 -22 -23 29 25 28 -27 -28 -25 -24
right_child=1 -3 4 5 -6 6 8 -9 15 11 -12 -13 14 -15 -16 16 -18 18 -20 -21 21 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-2.5384383743443097e-07 4.3669945714851646e-07 3.9579169111418504e-07 -5.2500970759811464e-07 -2.7816961859018974e-07 1.1640530696392186e-08 8.8563357999883796e-08 -8.8446613721063469e-07 1.2906995666739364e-06 3.4315811040149434e-07 1.47061251848244e-09 -6.5801151495612607e-07 2.5501609854927667e-07 -5.9003779262489789e-08 -3.8660636239029603e-07 3.7137603257519915e-07 -4.6345528056961142e-07 1.2434549143236495e-07 -3.3835798092241025e-07 -2.0557756003497093e-07 1.9448397314563944e-07 2.8292982636100662e-07 -3.376843717717293e-07 4.3496424339497921e-09 8.8722537662356956e-08 5.3068710247403253e-07 5.4243299308805513e-07 -2.9599903962991512e-07 3.0991205577904647e-07 -4.0716015885869462e-07 -2.6497664600864449e-07
leaf_weight=20 23 22 21 28 45 23 22 20 24 41 21 20 32 24 20 21 20 20 26 34 21 20 2325 36 21 29 29 29 31 53
leaf_count=20 23 22 21 28 45 23 22 20 24 41 21 20 32 24 20 21 20 20 26 34 21 20 2325 36 21 29 29 29 31 53
internal_value=0 1.63019e-09 -1.18616e-09 2.27321e-09 -1.59112e-07 -1.06853e-09 1.55093e-09 7.68864e-08 -3.93348e-09 -5.72366e-08 -2.67756e-07 1.03757e-08 -3.14432e-08 -1.41819e-07 1.06527e-07 3.13908e-09 -1.76723e-07 5.87234e-09 2.8451e-09 4.89154e-09 2.42553e-09 5.05301e-09 2.78507e-09 5.45228e-09 1.02003e-07 4.3546e-08 1.85449e-07 6.95651e-09 -1.40716e-07 -1.653e-09
internal_weight=0 3101 3079 3013 66 2990 2962 201 2761 181 44 137 117 65 52 2739 41 2698 2674 2648 2614 2594 2573 2553 175 154 87 58 67 2378
internal_count=3121 3101 3079 3013 66 2990 2962 201 2761 181 44 137 117 65 52 2739 41 2698 2674 2648 2614 2594 2573 2553 175 154 87 58 67 2378
is_linear=0
shrinkage=0.1


Tree=9214
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1348 448 160 49 133 479 160 481 481 133 16 43 43 16 42 43 42 0 0 1455 0 51 51 12 12 0 2
split_gain=1.2913e-10 6.80133e-10 3.40292e-10 1.07742e-10 2.02438e-10 1.59895e-10 1.45504e-10 1.18557e-10 6.76336e-10 1.35575e-09 4.08891e-10 1.59989e-09 3.84371e-10 9.55325e-10 4.44728e-10 7.16305e-10 6.37107e-10 4.33821e-10 4.10767e-10 1.93454e-09 3.73797e-10 1.52964e-09 1.02288e-09 9.50817e-10 5.69624e-10 6.7463e-10 5.9523e-10 3.38258e-10 3.20864e-10 3.1486e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.095915000000000014 0.056825000000000007 0.60040000000000016 0.41663000000000006 0.024320000000000005 0.093525000000000011 -0.52800499999999995 -0.13925499999999996 -0.087974999999999984 0.084655000000000022 -0.080954999999999985 0.055925000000000009 0.0010100000000000003 -0.056919999999999991 0.11747 -0.032879999999999993 0.091205000000000008 -0.067094999999999988 -0.069444999999999993 -0.066404999999999978 -0.070889999999999995 0.020580000000000005 -0.24351499999999995 -0.077884999999999996 0.090345000000000023 -0.062294999999999996 0.091265000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 10 9 -9 -3 -12 13 -11 15 18 17 -16 20 -20 21 22 -14 29 25 -22 -26 -15 -27 -24
right_child=1 3 -4 -5 -6 -7 -8 8 -10 12 11 -13 14 27 16 -17 -18 -19 19 -21 24 -23 23 -25 26 28 -28 -29 -30 -31
leaf_value=-2.743943713385423e-08 5.7265803954058879e-07 3.4436861650163103e-07 -4.0623335830029347e-07 -2.2419264443637338e-07 3.124846958122535e-07 -2.7405676597086744e-07 2.1835872361876803e-07 8.1706355517367639e-07 -4.491859842487586e-07 6.4922451102664569e-07 -9.1123291923622673e-07 -1.1536861869793151e-08 5.4506741903992411e-07 -3.1143593872684508e-07 -2.190653216160854e-07 -5.1508916832127784e-07 7.1854598168386022e-07 3.282398734919904e-07 -2.4974606936490503e-07 9.6068714237449266e-07 4.7140042186792172e-07 -8.3825617170537243e-07 3.0582938724756015e-08 -6.4485023034859095e-07 8.0502083530676754e-08 -4.5726027922460784e-07 8.2643168354934469e-07 1.7323060927449459e-07 -1.7904883092507578e-08 -1.3642409434769556e-07
leaf_weight=195 21 31 27 21 21 21 31 22 29 33 20 1683 30 24 28 28 20 30 31 23 24 24 340 26 23 22 20 36 68 169
leaf_count=195 21 31 27 21 21 21 31 22 29 33 20 1683 30 24 28 28 20 30 31 23 24 24 340 26 23 22 20 36 68 169
internal_value=0 5.62458e-09 -7.3509e-08 1.48709e-09 3.14592e-09 8.55327e-10 2.90618e-09 5.07104e-10 2.70262e-08 4.05523e-08 -1.55512e-08 -2.21029e-08 2.3452e-08 2.17056e-07 3.57869e-09 -1.79251e-08 2.3185e-07 6.40236e-08 -5.24368e-10 2.65809e-07 -1.98032e-08 -5.63492e-08 -2.31355e-08 -5.49973e-08 1.17303e-07 3.18877e-10 4.27446e-07 -2.0636e-08 -1.25303e-07 -2.48673e-08
internal_weight=0 2899 222 2878 2857 2836 2815 2784 1050 1021 1734 1703 999 93 906 828 78 58 800 54 746 589 565 535 157 114 43 60 90 509
internal_count=3121 2899 222 2878 2857 2836 2815 2784 1050 1021 1734 1703 999 93 906 828 78 58 800 54 746 589 565 535 157 114 43 60 90 509
is_linear=0
shrinkage=0.1


Tree=9215
num_leaves=31
num_cat=0
split_feature=448 0 456 160 456 456 1375 456 1445 1447 1446 1 1 10 481 1374 1 3 2 481 47 47 47 1 1 47 50 0 42 43
split_gain=1.29308e-10 1.66484e-10 1.1724e-10 3.91949e-10 2.18636e-10 1.62838e-10 4.96822e-10 2.46159e-10 3.72909e-10 2.57727e-10 2.60186e-10 2.45628e-10 5.11001e-09 2.95029e-09 4.95624e-10 3.28508e-10 4.97553e-10 3.4498e-10 3.89019e-10 3.19023e-10 3.55466e-10 1.43682e-09 9.61191e-10 8.64686e-10 5.50733e-10 4.62868e-10 4.11714e-10 4.94378e-10 3.70509e-10 4.62422e-10
threshold=0.068920000000000023 -0.26343999999999995 0.091580000000000009 -0.086154999999999995 0.10657000000000001 0.087750000000000009 0.08456000000000001 0.087015000000000023 0.077020000000000019 0.059120000000000013 -0.088809999999999986 0.09253500000000002 0.093100000000000002 -0.0026549999999999994 -0.14540999999999996 -0.096434999999999979 0.091615000000000016 0.092670000000000016 0.090935000000000016 -0.050449999999999995 0.092165000000000011 0.097970000000000015 0.089100000000000013 0.094220000000000012 0.096860000000000016 0.107145 0.091320000000000012 -0.071339999999999987 0.096450000000000022 -0.065269999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 7 -7 8 9 10 -3 13 -13 -12 -15 -16 17 -17 -19 -14 22 -22 23 -21 28 -23 -26 -28 29 -25
right_child=-2 2 3 4 -6 6 -8 -9 -10 -11 11 12 19 14 15 16 -18 18 -20 20 21 25 -24 24 26 -27 27 -29 -30 -31
leaf_value=2.2504964500981399e-07 -2.5345212407046352e-07 -3.6275679548225526e-07 -2.6773723675432849e-07 4.1741001957758059e-07 4.1052341112719725e-08 -3.9084646136631677e-07 1.8314957515030985e-07 2.8439922068912441e-07 -4.0458659559985596e-07 2.9628571951434424e-07 -1.1997308081932024e-06 1.5839818756614389e-06 3.1537532187986276e-07 -4.9105038572504005e-07 -3.9584228672884777e-07 -1.2748410859393358e-08 4.2805049592107868e-07 4.5563453245650268e-07 -3.0149070018303803e-08 -5.4942400793236266e-07 -9.109805220186035e-07 4.2114968550777127e-07 7.0846495560772381e-07 7.9532698035481264e-07 2.1241016332242324e-08 -9.7862768718576523e-08 -6.4766643444749032e-07 3.0666501750108531e-08 -2.9623641818364954e-08 1.3928341921936886e-07
leaf_weight=33 20 20 20 33 29 38 25 30 23 29 21 21 32 21 21 1769 27 34 32 27 21 20 20 22 525 122 21 22 22 21
leaf_count=33 20 20 20 33 29 38 25 30 23 29 21 21 32 21 21 1769 27 34 32 27 21 20 20 22 525 122 21 22 22 21
internal_value=0 1.63803e-09 -7.65026e-10 1.17199e-07 2.41372e-07 -4.00449e-09 -1.6307e-07 -5.76113e-10 -3.53127e-09 -3.17234e-10 -3.34486e-09 -7.96743e-10 4.24545e-08 -2.09282e-08 -7.92674e-09 -2.53875e-09 1.89701e-09 -4.37337e-09 2.20103e-07 5.45787e-09 -6.3065e-09 -1.38938e-07 2.5486e-08 4.78966e-09 2.84291e-08 -2.47624e-08 -3.12465e-09 -3.00612e-07 3.0416e-07 4.74934e-07
internal_weight=0 3101 3068 82 62 2986 63 2923 2893 2870 2841 2821 896 1925 1904 1883 1862 1835 66 875 843 163 680 660 633 142 568 43 65 43
internal_count=3121 3101 3068 82 62 2986 63 2923 2893 2870 2841 2821 896 1925 1904 1883 1862 1835 66 875 843 163 680 660 633 142 568 43 65 43
is_linear=0
shrinkage=0.1


Tree=9216
num_leaves=31
num_cat=0
split_feature=481 480 45 11 33 9 3 133 1447 481 1374 1375 1447 1447 133 133 50 157 1456 484 133 1371 159 3 52 4 42 402 1210 0
split_gain=1.13952e-10 1.27159e-10 1.24519e-10 7.40039e-10 1.23133e-10 1.43745e-10 1.91343e-10 1.41354e-10 1.6087e-09 1.08187e-09 7.53303e-10 1.33831e-09 4.87135e-10 7.78489e-10 4.72915e-10 4.29287e-10 4.62669e-10 4.96636e-10 5.14126e-10 4.69522e-10 3.95461e-10 7.16086e-10 3.62112e-10 3.29744e-10 5.14956e-10 4.01281e-10 1.18179e-09 1.8916e-09 7.09391e-10 3.24879e-10
threshold=0.15658500000000003 0.11747 0.094030000000000016 -0.011194999999999998 -0.009184999999999997 0.088235000000000022 -0.13309499999999996 0.086910000000000015 0.059120000000000013 -0.087974999999999984 0.088460000000000011 -0.092319999999999985 -0.085684999999999997 -0.08039499999999998 0.087415000000000007 0.087720000000000006 -0.099524999999999988 0.10891500000000003 0.094710000000000003 -0.073334999999999984 0.08622500000000001 0.083235000000000017 -0.46048499999999998 -0.11171999999999999 0.087765000000000024 -0.080744999999999997 0.089905000000000013 -0.018864999999999996 -1.0000000180025095e-35 -0.080689999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 8 20 -9 11 -11 -13 -14 -15 -16 -17 18 19 -18 21 -6 -21 24 -24 26 29 -28 -27 -25
right_child=-2 -3 -4 4 5 6 -8 9 -10 10 -12 12 13 14 15 16 17 -19 -20 22 -22 -23 23 25 -26 28 27 -29 -30 -31
leaf_value=5.3360852734731281e-07 2.2678112517579311e-07 -2.3587000994681426e-07 -1.7975972859948056e-07 -2.1479012917569451e-07 -8.8338929755435769e-09 3.6418874594801313e-07 4.0665354145769731e-09 6.7948997082112332e-07 -8.145704115349872e-07 8.3442734450045469e-07 -5.9455777858374857e-07 4.5882016850199482e-07 -6.2388325403617275e-07 4.0422755940371327e-07 -3.845705120299719e-07 3.4262116081698388e-07 3.9673968323938883e-07 -4.7910981260718637e-07 -4.301056459500895e-07 -4.0461265484736944e-07 -3.7427976578861683e-07 5.4062532051091239e-07 5.6970459529391235e-08 -3.6789242626257747e-07 -6.1796481613640715e-07 -4.3624601961563976e-07 -1.075577503425765e-08 1.3329755712021552e-06 3.8086050796715263e-08 9.6868306932179322e-08
leaf_weight=26 22 23 38 27 2025 25 36 25 25 20 20 23 20 29 29 39 32 22 26 21 29 24 26 21 20 35 22 20 318 53
leaf_count=26 22 23 38 27 2025 25 36 25 25 20 20 23 20 29 29 39 32 22 26 21 29 24 26 21 20 35 22 20 318 53
internal_value=0 -1.61299e-09 1.38604e-10 2.38881e-09 -2.19675e-09 -2.73793e-10 1.51658e-07 -3.44336e-09 -1.71812e-08 3.17462e-08 1.14025e-08 2.702e-08 5.66002e-09 -8.5592e-09 8.70095e-09 -8.06846e-09 8.6011e-09 -1.25463e-08 4.73386e-09 2.46385e-08 -7.58794e-09 -2.39806e-09 2.42348e-09 1.90211e-08 -2.3648e-07 4.40808e-08 2.05441e-07 6.29116e-07 -8.94404e-09 -3.50233e-08
internal_weight=0 3099 3076 3038 3012 2985 61 2924 2103 821 796 776 756 733 713 684 655 616 594 568 2078 2049 536 515 46 469 116 42 353 74
internal_count=3121 3099 3076 3038 3012 2985 61 2924 2103 821 796 776 756 733 713 684 655 616 594 568 2078 2049 536 515 46 469 116 42 353 74
is_linear=0
shrinkage=0.1


Tree=9217
num_leaves=31
num_cat=0
split_feature=421 9 12 9 41 2 148 4 147 147 147 48 34 33 456 456 150 457 457 14 2 2 2 0 0 3 47 3 13 2
split_gain=1.16665e-10 2.62427e-10 3.42256e-10 1.89319e-10 1.41261e-10 3.67155e-10 1.2774e-10 1.97271e-10 1.44717e-10 4.16198e-10 1.86555e-10 2.89809e-10 1.98336e-10 3.47874e-10 1.37508e-10 2.60884e-10 2.30631e-10 1.39556e-10 2.49961e-10 1.36847e-10 1.59344e-10 1.06584e-09 1.00589e-09 3.40597e-10 3.84256e-10 2.805e-10 1.02829e-09 1.52982e-09 5.43138e-10 4.75314e-10
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.015429999999999998 0.088235000000000022 0.086565000000000017 0.089125000000000024 1.0000000180025095e-35 -0.0086549999999999978 0.097985000000000017 0.092070000000000013 0.086575000000000013 -1.0000000180025095e-35 -0.08786999999999999 1.0000000180025095e-35 -0.11319999999999998 -0.085409999999999986 0.11989500000000002 -0.11701499999999999 -0.091754999999999989 0.087740000000000012 0.10613000000000002 0.10497000000000002 0.10699500000000002 0.16094000000000003 0.10455500000000001 -0.0037349999999999996 0.092165000000000011 0.0068900000000000012 -0.15078499999999997 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 8 -8 9 10 11 -2 -13 14 -14 -16 17 -17 -19 20 21 23 -22 24 25 28 27 -27 -20 -29
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 -12 12 13 -15 15 16 -18 18 19 -21 22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-2.4073985831485346e-07 3.0543498165651466e-07 -5.3536161349568154e-08 4.992615107705471e-07 -2.6559716212028029e-07 4.4064498642735717e-07 -7.0514259721588342e-09 5.725968105166214e-08 -3.5848933748638962e-07 -2.4028576081036591e-07 4.0759420517133546e-07 -1.8459551532921318e-07 2.8418457046856343e-07 -2.5025209834888588e-07 -3.9181499400713262e-07 3.6059757718476249e-07 2.5232414512546795e-07 -2.5331697723155836e-07 -3.442127927027763e-07 -5.1956950954945567e-07 -2.1768810228702967e-07 -6.7616713626724354e-07 5.9017118805293487e-07 -1.4220854896356541e-08 4.189779281560391e-07 -3.0654574491342294e-07 1.0154739372451746e-06 -3.7832614327992788e-07 -2.9020611300722978e-07 4.5587717395916961e-09 2.0894963214196671e-07
leaf_weight=20 31 21 24 27 26 62 21 25 25 25 55 24 22 23 20 22 36 21 20 28 24 32 528 20 39 22 32 24 1729 93
leaf_count=20 31 21 24 27 26 62 21 25 25 25 55 24 22 23 20 22 36 21 20 28 24 32 528 20 39 22 32 24 1729 93
internal_value=0 1.55867e-09 2.41289e-07 -1.9714e-09 3.78519e-10 1.25223e-07 -3.35704e-09 -1.68691e-07 -7.29972e-10 1.35675e-09 -2.213e-09 1.38236e-09 -2.03397e-09 -4.54557e-09 -1.26121e-09 7.75149e-10 -1.92015e-09 1.5158e-09 -5.96677e-10 2.18832e-09 4.59041e-09 1.76538e-08 -4.30011e-08 8.39634e-09 4.20459e-09 1.05167e-08 1.32756e-07 2.50416e-07 -1.43469e-09 1.06559e-07
internal_weight=0 3101 45 3056 3029 88 2941 46 2895 2870 2845 2790 2759 2735 2712 2690 2670 2634 2612 2591 2563 2011 552 1979 1959 1920 171 139 1749 117
internal_count=3121 3101 45 3056 3029 88 2941 46 2895 2870 2845 2790 2759 2735 2712 2690 2670 2634 2612 2591 2563 2011 552 1979 1959 1920 171 139 1749 117
is_linear=0
shrinkage=0.1


Tree=9218
num_leaves=31
num_cat=0
split_feature=130 12 12 142 52 52 11 33 50 403 4 50 49 472 51 1 2 480 1 1 456 13 13 3 12 133 16 50 4 1186
split_gain=1.19795e-10 2.49681e-10 1.38789e-10 3.50911e-10 3.35127e-10 4.63525e-10 2.12938e-10 1.29422e-10 1.35158e-10 8.32462e-10 1.25422e-09 6.82542e-10 3.18567e-10 4.60893e-10 4.39323e-10 3.83303e-10 4.90111e-10 3.71316e-10 4.0623e-10 7.40669e-10 5.93819e-10 7.82844e-10 2.15122e-09 7.50027e-10 5.57416e-10 3.16471e-10 2.92117e-10 2.42956e-10 1.38165e-09 2.08841e-10
threshold=-0.23647499999999996 0.23631000000000002 0.12757000000000002 -0.057499999999999989 -1.0000000180025095e-35 0.15116000000000002 -0.014494999999999999 -0.044254999999999996 0.090630000000000016 -0.074254999999999988 -0.078629999999999992 0.089915000000000009 0.08610000000000001 -0.080779999999999977 -0.0046749999999999995 0.10205500000000002 0.093175000000000022 0.08759500000000002 0.10708500000000001 0.094220000000000012 0.088285000000000016 -0.087184999999999985 -0.083254999999999982 -0.080104999999999996 0.096395000000000022 -0.10066499999999999 -0.072804999999999981 0.083090000000000011 -0.083439999999999986 -0.095479999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -5 -8 11 10 -10 27 13 -11 -14 16 -16 18 19 20 21 25 -23 -24 -21 -15 -25 29 -29 -9
right_child=1 -3 4 6 5 -7 7 8 9 12 -12 -13 14 17 15 -17 -18 -19 -20 24 -22 22 23 26 -26 -27 -28 28 -30 -31
leaf_value=-2.4395279865530031e-07 3.914272633788523e-07 3.3726265009838909e-07 1.7440124334587959e-07 -3.1063886338374276e-07 -5.9990260107648896e-07 5.1939131751055358e-08 2.5514776368140703e-07 -2.8658423026947142e-07 8.7040454064498564e-07 -5.0589315478754587e-07 -2.4793262345129361e-08 -5.7719281477104577e-07 5.1402655753918227e-07 -1.4013783467838777e-07 1.3276477260476967e-07 2.9311211406049112e-07 -5.2568777647366011e-07 2.5045037172630634e-07 -3.8358545996938379e-07 7.4369877609115067e-07 4.0466100358571567e-07 -1.0616368556305854e-06 -4.1665359259101731e-07 4.9554947174729455e-07 6.0371846865607609e-09 3.7340470334815533e-07 -3.190339021958131e-08 -3.0516482312226146e-07 5.8666325381744559e-07 -6.8767759222493079e-09
leaf_weight=20 23 22 22 22 24 20 20 27 29 21 34 21 25 21 26 33 20 43 35 20 20 29 31 21 21 28 21 32 38 2352
leaf_count=20 23 22 22 22 24 20 20 27 29 21 34 21 25 21 26 33 20 43 35 20 20 29 31 21 21 28 21 32 38 2352
internal_value=0 1.57498e-09 -8.2357e-10 2.31871e-09 -1.44274e-07 -3.03611e-07 -6.74431e-10 1.62315e-09 -9.68277e-11 4.85766e-08 3.87282e-07 -9.51622e-09 -2.8413e-09 -5.35068e-08 1.48668e-07 3.30485e-08 -1.53519e-07 -2.07478e-08 -6.79605e-08 -1.58526e-08 -1.07377e-07 -1.75197e-07 -3.33011e-07 -4.35574e-08 3.65872e-07 1.53315e-07 2.31823e-07 -4.64844e-09 1.7897e-07 -1.00513e-08
internal_weight=0 3101 3079 3013 66 44 2990 2968 2948 478 63 2470 415 311 104 79 46 290 247 212 171 151 102 73 41 49 42 2449 70 2379
internal_count=3121 3101 3079 3013 66 44 2990 2968 2948 478 63 2470 415 311 104 79 46 290 247 212 171 151 102 73 41 49 42 2449 70 2379
is_linear=0
shrinkage=0.1


Tree=9219
num_leaves=31
num_cat=0
split_feature=421 9 2 10 34 11 132 1185 1203 448 447 455 42 2 457 42 484 49 1375 3 130 1 482 484 482 2 4 484 123 484
split_gain=1.24667e-10 2.0785e-10 2.90887e-10 1.70191e-10 4.77859e-10 2.93019e-10 1.12347e-10 5.83247e-10 3.18102e-10 1.01621e-10 3.01623e-10 1.46303e-10 3.71013e-10 1.4691e-10 1.56763e-10 6.59994e-10 1.28426e-10 1.68819e-09 7.47993e-10 6.36292e-10 5.10401e-10 8.15962e-10 4.22784e-10 5.9187e-10 5.36871e-10 3.17048e-10 3.00713e-10 1.89238e-10 4.93385e-10 3.79312e-10
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 0.053330000000000009 -0.028109999999999996 -1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.068920000000000023 0.094005000000000019 0.08729000000000002 0.083935000000000023 -0.033169999999999991 0.10021000000000001 0.083795000000000022 0.091180000000000011 0.11236 -0.090674999999999992 -0.086769999999999986 -0.23123999999999997 0.15799000000000005 0.089745000000000005 0.11136 0.11562500000000002 0.088850000000000012 0.51303500000000013 0.08764000000000001 0.11679000000000002 0.08660000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 8 -8 -7 10 11 13 -13 -9 16 -16 18 19 -15 -18 -20 26 23 -21 -24 -25 27 28 29 -22
right_child=1 2 -4 4 -6 6 7 9 -10 -11 -12 12 -14 14 15 -17 17 -19 20 22 21 -23 24 25 -26 -27 -28 -29 -30 -31
leaf_value=-2.4886043917149439e-07 3.4927575001120207e-07 -1.2444808973555154e-08 4.9921781055672907e-07 -5.3875067153729198e-07 1.3586308398316759e-07 -2.6162098548287647e-08 5.2889080550466183e-07 -2.0822697544125341e-07 -3.9899138428722839e-07 -2.2471515023880784e-07 3.8844154659045671e-07 4.6693837678345593e-07 -5.6261902891423456e-08 -5.5996215830115641e-07 -4.1869577473805197e-07 2.8320111969800828e-07 -3.9506844942138744e-07 9.4950802093762847e-07 5.0416789363794125e-07 5.1002764783908567e-07 1.6274621641451402e-09 -6.3915791258750688e-07 -5.1923368341084088e-07 2.0445289450250401e-07 1.9663475871567469e-07 -3.1362090588854267e-07 -2.8443465729882038e-07 -2.2729845132871292e-07 4.9284093447134918e-07 4.0984399398123224e-07
leaf_weight=20 24 25 20 21 21 191 21 35 26 20 20 23 33 24 37 21 36 20 20 37 2202 20 22 27 20 21 36 34 21 23
leaf_count=20 24 25 20 21 21 191 21 35 26 20 20 23 33 24 37 21 36 20 20 37 2202 20 22 27 20 21 36 34 21 23
internal_value=0 1.60971e-09 2.14961e-07 -1.53191e-09 -2.01444e-07 1.25385e-09 -1.53963e-09 3.88288e-09 -7.08329e-08 -1.23357e-10 1.5208e-09 -1.3326e-09 1.58624e-07 -4.70518e-09 -1.98741e-09 -1.64561e-07 1.69158e-09 8.24178e-08 -4.51552e-09 -2.39736e-08 1.14268e-09 -3.16405e-09 8.12186e-08 2.09473e-07 -1.78344e-07 -2.22044e-08 2.32813e-09 6.85596e-09 1.04006e-08 5.84723e-09
internal_weight=0 3101 45 3056 42 3014 2990 2773 217 2752 2732 2712 56 2656 2621 58 2563 183 2380 163 2356 2336 127 85 42 48 2316 2280 2246 2225
internal_count=3121 3101 45 3056 42 3014 2990 2773 217 2752 2732 2712 56 2656 2621 58 2563 183 2380 163 2356 2336 127 85 42 48 2316 2280 2246 2225
is_linear=0
shrinkage=0.1


Tree=9220
num_leaves=31
num_cat=0
split_feature=130 39 12 2 142 52 11 132 1203 1185 2 9 9 13 124 40 123 1 51 124 16 16 15 160 49 15 1 15 52 3
split_gain=1.41216e-10 2.23589e-10 1.4723e-10 3.32585e-10 3.05987e-10 2.85955e-10 2.20133e-10 1.21988e-10 2.9734e-09 1.73918e-09 3.42573e-10 1.47903e-10 3.30623e-10 2.60632e-10 1.60616e-10 1.93158e-10 1.27766e-10 5.41226e-10 3.9317e-10 4.43728e-10 3.4713e-10 2.81766e-10 1.65781e-10 6.02071e-10 7.51644e-10 1.17777e-09 1.69508e-09 5.31484e-10 5.41706e-10 4.52327e-10
threshold=-0.23647499999999996 0.15438500000000002 0.12757000000000002 0.097605000000000011 -0.057499999999999989 1.0000000180025095e-35 -1.0000000180025095e-35 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.082850000000000021 0.091600000000000015 0.085555000000000006 -0.039649999999999998 0.10545000000000002 -0.09083999999999999 0.08592000000000001 0.13707500000000003 0.09364500000000002 -0.074709999999999985 -0.0064149999999999997 -0.48836499999999994 -0.094549999999999981 0.088405000000000011 0.088030000000000011 -0.10324499999999999 0.093700000000000019 -0.092489999999999989 -0.068719999999999989 0.10299500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -5 -6 8 10 -9 -8 12 14 -13 15 -11 22 18 19 20 21 -18 23 24 25 -17 -27 28 -24 -26
right_child=1 -3 3 5 6 -7 7 9 -10 11 -12 13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 27 -25 29 26 -28 -29 -30 -31
leaf_value=-2.6486185831231526e-07 3.6602716476700748e-07 3.0575607351165015e-07 -4.8866975859596102e-07 2.7486428726725922e-07 -2.7919163179441445e-07 -2.0967077331051611e-07 -4.026393063997584e-07 -8.885014401791772e-07 1.2345462644702821e-06 -2.807607520101859e-07 3.3662089912644253e-09 6.1739662542203459e-08 3.9313616468916739e-07 -4.4266750139243531e-07 2.7296384763014265e-07 1.0035497373952963e-07 -8.6652805711527564e-08 3.0766267153020873e-07 1.9268001284647848e-07 -7.022299098302654e-07 1.7065464392306328e-07 -5.9986786595800376e-07 -6.9670624043283173e-07 -2.272372771135641e-07 -1.8694421775274013e-07 1.0766150491249531e-06 -9.0088690853917797e-08 5.3562804793592672e-09 -1.6329875450082909e-08 2.4165881890866964e-07
leaf_weight=20 23 24 20 21 28 29 24 22 20 24 155 21 22 20 22 181 23 27 21 20 21 20 22 60 97 33 20 2023 25 33
leaf_count=20 23 24 20 21 28 29 24 22 20 24 155 21 22 20 22 181 23 27 21 20 21 20 22 60 97 33 20 2023 25 33
internal_value=0 1.71517e-09 -6.56286e-10 -1.44024e-07 2.68118e-09 -6.16605e-09 -1.1941e-10 2.52403e-09 7.81374e-08 -2.93373e-09 -5.10703e-08 4.18967e-09 7.05848e-09 -1.84313e-07 3.8797e-09 1.64579e-09 4.22681e-09 -9.16519e-08 -1.94333e-07 -2.91086e-07 -1.62604e-07 -3.25357e-07 9.30139e-09 6.62681e-08 1.14648e-07 2.21755e-07 6.36349e-07 -2.36716e-09 -3.34804e-07 -7.8145e-08
internal_weight=0 3101 3077 70 3007 50 2984 2956 199 2757 179 2735 2694 41 2672 2650 2626 132 105 84 64 43 2494 424 364 234 53 2070 47 130
internal_count=3121 3101 3077 70 3007 50 2984 2956 199 2757 179 2735 2694 41 2672 2650 2626 132 105 84 64 43 2494 424 364 234 53 2070 47 130
is_linear=0
shrinkage=0.1


Tree=9221
num_leaves=31
num_cat=0
split_feature=447 448 130 4 1 1212 1212 158 159 128 1212 1453 2 1455 2 3 1456 484 158 482 50 132 130 50 50 1455 50 160 1447 480
split_gain=1.31891e-10 1.21429e-10 1.14231e-10 2.22084e-10 4.14762e-10 1.15251e-10 6.29735e-10 3.50972e-10 7.9902e-10 2.65379e-10 3.13883e-10 2.16331e-10 7.03492e-10 2.24076e-10 5.61508e-10 8.08132e-10 2.26509e-10 4.32282e-10 2.31923e-10 3.22504e-10 2.27549e-10 1.62574e-09 2.27274e-09 7.95881e-10 5.7624e-10 4.04583e-10 3.09055e-10 3.05789e-10 3.00074e-10 4.49433e-10
threshold=0.10419500000000002 1.0000000180025095e-35 -0.23647499999999996 0.62736500000000006 0.14699000000000004 0.08759500000000002 0.086920000000000011 0.10874500000000002 -0.017094999999999996 0.10296000000000001 0.090465000000000018 -0.079499999999999987 0.08839000000000001 0.098910000000000012 0.11093500000000002 -0.073884999999999992 -0.11085999999999999 0.23536000000000004 -0.46695499999999995 0.11117500000000001 0.090630000000000016 -0.083284999999999984 0.0029050000000000005 0.089145000000000016 0.092410000000000006 0.0034400000000000008 0.083090000000000011 -0.046074999999999991 -0.086359999999999978 0.086995000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 11 8 -7 10 -10 12 -4 16 15 -15 17 -13 -18 20 23 -22 24 25 -23 26 28 -27 -20 -30
right_child=-2 -3 3 4 -6 7 -8 -9 9 -11 -12 13 -14 14 -16 -17 18 -19 19 -21 21 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-2.3837565436224397e-07 -2.5597161723567297e-07 2.1685589305119581e-07 4.5725446257898443e-07 -2.2307268077170762e-08 5.4963581135325519e-07 -5.7965894281863941e-07 -4.6396389241939086e-07 4.4306364502104283e-07 4.2377525425042131e-07 -2.1440343892385904e-07 6.7826977101503874e-08 5.6925003605101671e-07 -1.9674318335107494e-07 -6.075696943914984e-07 2.9764000316845343e-07 1.0044498941803277e-07 -3.4609208867664168e-07 -7.7891483341330542e-09 2.8808068213000601e-07 3.860303042726866e-07 8.5995165216938095e-07 5.7810678277920017e-07 -1.0260806445216985e-06 -5.6007864394039776e-07 3.7462836146984479e-08 5.0576711644750437e-07 2.6598214894014798e-07 -1.4334196869469906e-08 -2.1188879481756444e-08 -2.7755432017944308e-07
leaf_weight=20 20 26 38 32 21 20 30 22 29 27 170 20 29 38 20 28 20 37 30 21 24 21 20 27 322 26 37 20 1855 71
leaf_count=20 20 26 38 32 21 20 30 22 29 27 170 20 29 38 20 28 20 37 30 21 24 21 20 27 322 26 37 20 1855 71
internal_value=0 1.6539e-09 -1.65696e-10 1.39378e-09 2.04312e-07 -2.18871e-09 -8.32331e-09 6.03933e-08 2.61707e-08 7.9784e-08 1.19699e-07 -3.26812e-09 1.74181e-07 -7.77669e-09 -1.66539e-07 -3.072e-07 -2.42443e-09 1.94681e-07 -6.92924e-09 -4.18743e-09 -7.52806e-09 6.28437e-08 1.01423e-08 -2.071e-08 7.05635e-08 -1.35678e-08 -2.03352e-08 2.79636e-07 -2.57512e-08 -3.06395e-08
internal_weight=0 3101 3075 3055 53 3002 2734 268 246 226 199 2704 67 2637 86 66 2551 57 2494 2474 2453 387 363 2066 343 2039 1993 46 1956 1926
internal_count=3121 3101 3075 3055 53 3002 2734 268 246 226 199 2704 67 2637 86 66 2551 57 2494 2474 2453 387 363 2066 343 2039 1993 46 1956 1926
is_linear=0
shrinkage=0.1


Tree=9222
num_leaves=31
num_cat=0
split_feature=132 1185 1203 45 130 4 12 132 403 2 52 403 3 128 130 43 40 160 160 4 3 52 150 49 12 52 3 0 3 2
split_gain=1.23424e-10 6.81175e-10 4.11883e-10 1.20037e-10 1.09499e-10 7.04054e-10 1.59918e-09 6.53379e-10 3.18522e-10 4.54258e-10 8.77342e-10 3.83266e-10 5.39487e-10 3.77799e-10 2.65246e-10 1.76088e-10 1.6578e-10 1.83273e-10 6.88528e-10 3.66278e-10 3.646e-10 9.45121e-10 6.23591e-10 2.98834e-10 4.58092e-10 2.45418e-10 2.30976e-10 6.96834e-10 6.80486e-10 1.85724e-09
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.067109999999999989 0.085235000000000019 -0.086849999999999997 0.08815000000000002 -0.0054249999999999993 0.017340000000000005 0.11510000000000002 -0.11592499999999999 -0.014954999999999998 -0.086049999999999988 0.089745000000000005 0.0053350000000000003 0.26450500000000005 -0.24290999999999999 0.081905000000000019 0.062030000000000009 0.63113500000000011 0.096675000000000011 -0.080114999999999978 0.08882000000000001 -0.012404999999999998 0.083370000000000014 -0.085264999999999994 -0.082594999999999988 0.10455500000000001 -0.082094999999999987 0.084885000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 14 6 -6 -7 9 10 -9 12 -12 -13 15 16 -5 18 19 26 22 -22 23 24 25 -19 -18 28 29 -28
right_child=1 3 -4 4 5 7 -8 8 -10 -11 11 13 -14 -15 -16 -17 17 20 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.1179541883716764e-08 5.7296852803899267e-07 -2.4277306917674932e-07 -4.3791887189096699e-07 -2.8982579692637954e-07 1.028119123799601e-06 -5.2432469369085257e-07 -2.0739215273124503e-07 -6.5339089266434833e-07 3.1461177262660904e-07 3.4346567033559229e-07 1.4393683220357791e-07 4.8614747209930718e-09 -5.2093495044217608e-07 5.6232936287869969e-07 -2.8473923745161412e-07 1.8833765600865432e-07 4.1204604654592161e-08 1.5280327628393782e-07 5.4232272977590881e-07 4.1932439137055899e-07 -8.4488105358104812e-07 9.5056624677849671e-08 4.4725331599693162e-07 -3.1591582037229029e-09 -6.3735016813855818e-07 -2.6237981765169542e-07 1.5962199151025354e-07 -5.4929840973727561e-07 2.4773289427397434e-09 -8.0523430139428945e-07
leaf_weight=195 21 20 27 20 22 22 20 23 37 29 26 31 23 20 33 49 822 24 24 21 20 23 25 176 21 35 42 25 1207 38
leaf_count=195 21 20 27 20 22 22 20 23 37 29 26 31 23 20 33 49 822 24 24 21 20 23 25 176 21 35 42 25 1207 38
internal_value=0 5.50111e-09 -7.18641e-08 1.36045e-09 3.06887e-09 6.58772e-08 4.3978e-07 -8.54904e-09 5.14883e-08 -1.25614e-08 -9.65028e-08 3.15815e-08 -1.68146e-07 2.23476e-07 -3.03113e-09 5.83321e-10 -3.06312e-09 -7.71765e-10 9.66252e-09 3.73034e-09 -7.09456e-08 -3.42124e-07 -2.94486e-08 -7.60015e-08 -2.36255e-07 -9.34918e-08 -3.59381e-10 -2.64002e-08 -1.62429e-08 -2.98685e-07
internal_weight=0 2899 222 2878 2858 253 42 211 189 152 123 100 49 51 2605 2572 2523 2503 2179 2155 324 43 281 256 80 59 2134 1312 1287 80
internal_count=3121 2899 222 2878 2858 253 42 211 189 152 123 100 49 51 2605 2572 2523 2503 2179 2155 324 43 281 256 80 59 2134 1312 1287 80
is_linear=0
shrinkage=0.1


Tree=9223
num_leaves=31
num_cat=0
split_feature=1452 1456 1455 1455 482 2 0 1447 1447 43 159 1447 403 1451 52 12 43 0 12 50 132 1204 1209 16 130 16 0 0 43 42
split_gain=1.01319e-10 1.39353e-10 6.52168e-10 4.74502e-10 3.787e-10 2.92288e-10 2.11955e-10 1.21838e-10 3.34591e-10 1.68448e-09 2.32113e-09 7.30395e-10 5.38906e-10 2.39756e-10 6.36596e-10 1.87046e-10 4.9516e-10 6.49758e-10 3.08571e-10 1.87391e-10 1.60999e-09 2.58551e-09 4.77686e-10 5.38342e-10 4.69638e-10 5.04138e-10 8.30158e-10 1.2857e-09 8.27467e-10 6.54592e-10
threshold=-0.073879999999999987 -0.23007499999999997 -0.097209999999999977 -0.089344999999999994 0.11789500000000001 0.09580000000000001 -0.085804999999999979 -0.12995499999999996 -0.086279999999999982 -0.014584999999999999 -0.092414999999999983 -0.085684999999999997 -0.55276999999999987 1.0000000180025095e-35 -0.081429999999999989 0.12757000000000002 -0.23714499999999997 -0.068604999999999985 0.12069000000000002 0.083090000000000011 -0.083284999999999984 -0.077669999999999989 -0.051604999999999991 -0.14322499999999996 0.0053350000000000003 -0.090054999999999982 -0.081674999999999984 -0.087634999999999977 -0.0024749999999999993 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 7 6 -2 -5 9 10 -9 -10 -13 15 -15 18 -17 -18 19 -14 -21 -22 -23 -24 25 28 27 -27 -25 -29
right_child=1 2 3 4 -6 -7 -8 8 11 -11 -12 12 13 14 -16 16 17 -19 -20 20 21 22 23 24 -26 26 -28 29 -30 -31
leaf_value=1.8288704211499863e-07 8.144147585653627e-08 -5.473930038135677e-07 4.5152638479165667e-07 1.9256815815271723e-07 -4.3811208644939369e-07 -1.1905151167796318e-07 5.4182762340815318e-07 1.295357985885527e-07 5.8901721385631216e-07 5.0436372521831111e-07 -1.3402800618678158e-06 -4.3178423460442998e-07 -1.3076480113420934e-08 -1.6967742073603633e-07 6.0984805129878208e-07 2.1545014437134134e-07 1.5505672251947547e-07 -5.4600204833285754e-07 3.3889707053815615e-07 9.3453120236119953e-07 -1.0657022926352511e-06 5.4812106156987291e-07 4.47800704686261e-07 -5.6786867028117625e-07 4.8543599291406285e-07 -3.6259967152138798e-08 -8.9187229469910665e-08 1.072480903899088e-06 1.2832066009914636e-07 3.2182987253620995e-07
leaf_weight=30 20 22 23 32 20 26 20 22 21 21 21 29 2196 20 22 26 20 39 27 20 21 20 31 38 20 62 174 21 31 26
leaf_count=30 20 22 23 32 20 26 20 22 21 21 21 29 2196 20 22 26 20 39 27 20 21 20 31 38 20 62 174 21 31 26
internal_value=0 -1.77694e-09 -4.91324e-09 -9.39029e-10 -4.43121e-09 1.4197e-07 3.11635e-07 -1.50094e-09 -3.62191e-09 -2.29757e-07 -5.88281e-07 1.43139e-09 -2.90885e-09 1.51098e-09 2.38645e-07 -2.08197e-09 -1.48132e-07 -3.08355e-07 2.53815e-09 -8.76015e-10 5.68658e-08 1.73314e-08 7.1099e-08 4.74254e-08 1.40608e-08 -1.27218e-08 4.6371e-08 2.62767e-07 -2.55088e-07 6.57227e-07
internal_weight=0 3091 3025 3003 2980 66 40 2960 2928 64 43 2864 2843 2814 42 2772 85 59 2687 2660 464 444 423 403 372 352 283 109 69 47
internal_count=3121 3091 3025 3003 2980 66 40 2960 2928 64 43 2864 2843 2814 42 2772 85 59 2687 2660 464 444 423 403 372 352 283 109 69 47
is_linear=0
shrinkage=0.1


Tree=9224
num_leaves=31
num_cat=0
split_feature=132 1185 1203 50 131 133 12 15 132 12 12 12 4 12 42 1212 1 12 484 13 13 12 13 3 4 471 0 51 12 49
split_gain=1.2676e-10 5.45185e-10 3.56726e-10 1.27083e-10 1.36925e-10 1.78916e-10 1.67219e-10 1.27386e-10 1.41093e-10 1.23868e-10 1.10589e-10 5.08966e-10 4.12171e-10 4.00771e-10 8.0556e-10 6.38059e-10 5.78729e-10 5.04043e-10 1.34003e-09 1.85919e-09 1.8829e-09 9.35994e-10 3.51511e-10 1.3264e-09 7.02612e-10 8.36091e-10 6.90382e-10 5.49536e-10 5.4008e-10 4.66719e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.087730000000000016 -0.076979999999999979 -0.37971999999999995 0.088435000000000014 0.084655000000000022 -0.089024999999999979 0.096645000000000009 0.086305000000000007 0.086850000000000024 -0.080094999999999986 0.085635000000000003 0.086555000000000007 -0.088189999999999991 0.075045000000000014 0.08493500000000001 -0.081614999999999979 -0.083764999999999992 -0.088589999999999988 0.084735000000000019 -0.097224999999999992 -0.047929999999999993 -0.50052499999999989 -1.0000000180025095e-35 -0.11173999999999999 -0.079189999999999983 0.090695000000000012 -0.047584999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 9 7 8 -7 -6 13 12 -12 15 16 -3 -15 21 -19 20 -20 -17 -13 24 27 -26 28 -24 -27 -28
right_child=1 10 -4 -5 5 6 -8 -9 -10 -11 11 22 -14 14 -16 17 -18 18 19 -21 -22 -23 23 -25 25 26 29 -29 -30 -31
leaf_value=1.9338394101620083e-07 5.1325183974205128e-07 4.3525643160791106e-07 -4.1348838200966146e-07 -2.2280955300451364e-07 -3.812513696743736e-08 -1.0698124242988375e-07 2.7275403911877894e-07 -2.514467037428858e-07 2.234414088420067e-07 -3.9007349812436591e-07 5.6366701580638319e-07 1.652741648951259e-07 7.3327196705719187e-08 2.1588521298505319e-07 -7.360440449133421e-07 -1.3315158515081843e-08 -4.4814492590089256e-07 3.9197718870389927e-07 -1.4728443716194307e-07 1.2905649348116448e-07 -1.4610554458727166e-06 5.3548415455129119e-07 1.1053069783883986e-08 -7.7762135168251758e-07 -6.4970916511697398e-07 -7.7007533448636435e-07 2.6871386386742215e-07 7.2080073089490317e-07 -7.2886618681877749e-08 9.8032287080740308e-10
leaf_weight=32 21 32 27 28 20 28 23 20 24 20 30 129 40 35 23 1078 21 26 20 33 24 32 20 22 20 20 69 24 25 1155
leaf_count=32 21 32 27 28 20 28 23 20 24 20 30 129 40 35 23 1078 21 26 20 33 24 32 20 22 20 20 69 24 25 1155
internal_value=0 5.57957e-09 -7.28244e-08 -2.56555e-08 7.40025e-09 -3.66848e-08 3.80161e-08 -3.69697e-08 4.55215e-08 -2.14099e-07 1.87522e-09 1.9969e-08 2.83473e-07 -1.93617e-08 -2.37773e-07 -5.50264e-09 -3.31261e-08 -1.71303e-08 -2.28745e-07 -4.3834e-07 -8.63887e-07 2.50608e-09 7.53952e-09 -7.47728e-09 5.23327e-09 -8.18024e-09 1.93054e-09 3.98188e-07 -3.82748e-07 1.60731e-08
internal_weight=0 2899 222 195 167 135 95 72 52 40 2878 1554 70 1324 79 1245 56 1213 103 77 44 1110 1484 1355 1333 1289 1269 44 45 1224
internal_count=3121 2899 222 195 167 135 95 72 52 40 2878 1554 70 1324 79 1245 56 1213 103 77 44 1110 1484 1355 1333 1289 1269 44 45 1224
is_linear=0
shrinkage=0.1


Tree=9225
num_leaves=31
num_cat=0
split_feature=132 393 50 394 1185 1185 393 401 4 130 12 12 0 2 12 42 12 16 1 120 40 33 394 1212 13 1210 1212 403 403 3
split_gain=1.02635e-10 4.59583e-10 3.06331e-10 2.29929e-10 1.18117e-10 1.60029e-10 1.26807e-10 1.4835e-10 8.74567e-10 1.87135e-09 1.35009e-09 3.02048e-09 2.29584e-09 1.4276e-09 1.02238e-09 8.52791e-10 6.9379e-10 2.06775e-10 1.82822e-10 4.07222e-10 3.24883e-10 2.71557e-10 1.85517e-10 1.88413e-10 5.58506e-10 5.49212e-10 1.97035e-10 1.78584e-10 3.41275e-10 1.66499e-10
threshold=-0.083174999999999985 0.12069000000000002 0.09227500000000001 0.0041850000000000004 0.093750000000000014 0.08777500000000002 0.09389500000000002 0.076195000000000013 -0.083644999999999983 0.085235000000000019 0.088245000000000004 0.090695000000000012 -0.084509999999999988 0.084715000000000013 0.092855000000000007 0.085010000000000016 0.096645000000000009 -0.06421499999999998 0.16540500000000002 1.0000000180025095e-35 -0.16692999999999997 -0.044254999999999996 1.0000000180025095e-35 -0.089079999999999979 -0.067719999999999989 -0.099939999999999987 -0.063924999999999996 0.10692500000000002 0.092070000000000013 -0.094874999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 6 7 18 9 -9 12 -12 13 -10 -13 -15 -16 -18 19 20 -2 -22 23 24 -23 -25 -27 28 29 -28
right_child=1 -3 -4 -5 -6 -7 -8 8 10 -11 11 14 -14 15 16 -17 17 -19 -20 -21 21 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=2.0345459683526583e-08 3.918632025736522e-07 4.7112381913566856e-07 -3.5711949430327467e-07 -3.3039002573787006e-07 -2.2921533038491116e-07 2.720486150051019e-07 2.130555249176983e-07 -9.4235661916378213e-07 -4.6436056854381109e-07 2.2048462187740372e-07 1.0269790594260745e-06 -6.8225497838760753e-07 -1.2108385708842207e-06 -6.3061037450108332e-08 6.1020937025091371e-07 8.3815032632000586e-07 -3.2699510587094885e-07 1.0701728940701921e-07 3.0791132715535241e-07 -3.2493281742379985e-07 3.7283447898772695e-07 5.8131864477672934e-07 2.3140629618215567e-07 -3.8668937119493079e-07 -1.1205366398861281e-07 2.866901904615323e-07 5.5907373439375017e-08 -2.7858101600239263e-07 3.309973974162697e-07 -1.5718335848184267e-08
leaf_weight=170 22 21 31 21 22 22 28 31 37 25 35 21 20 21 20 21 21 23 20 37 20 21 35 37 26 24 394 23 31 1841
leaf_count=170 22 21 31 21 22 22 28 31 37 25 35 21 20 21 20 21 21 23 20 37 20 21 35 37 26 24 394 23 31 1841
internal_value=0 5.0081e-09 -6.55413e-08 -1.82171e-08 1.60698e-09 3.38502e-09 1.29942e-09 -8.13615e-10 -7.05694e-08 -4.23231e-07 1.9609e-08 2.4513e-07 -2.5375e-07 -1.14489e-08 -7.68078e-08 3.87545e-07 1.21854e-07 -1.00125e-07 6.76554e-09 4.36692e-09 9.29178e-09 5.85925e-09 2.84136e-09 -4.96054e-10 1.97751e-07 -4.46099e-09 1.65334e-09 -1.33525e-09 1.4788e-09 -3.0917e-09
internal_weight=0 2899 222 191 2878 2856 2834 2806 275 56 219 120 99 79 85 42 64 44 2531 2511 2474 2452 2432 2397 47 2350 2313 2289 2266 2235
internal_count=3121 2899 222 191 2878 2856 2834 2806 275 56 219 120 99 79 85 42 64 44 2531 2511 2474 2452 2432 2397 47 2350 2313 2289 2266 2235
is_linear=0
shrinkage=0.1


Tree=9226
num_leaves=31
num_cat=0
split_feature=403 484 481 50 4 159 50 403 1210 1210 132 0 50 42 130 402 1212 403 4 43 15 1209 3 3 1210 130 13 402 130 1209
split_gain=9.86434e-11 7.60172e-10 2.33043e-09 6.39884e-10 5.4723e-10 5.04359e-10 4.19459e-10 3.25386e-10 1.48485e-09 1.38055e-09 1.06177e-09 3.62318e-09 3.40846e-09 5.13124e-10 4.44206e-10 2.91178e-10 5.21737e-10 5.3192e-10 3.76001e-10 2.76951e-10 7.80102e-10 5.44415e-10 3.50571e-10 1.57816e-09 9.5198e-10 4.1057e-10 4.8918e-10 4.7805e-10 8.24131e-10 2.57634e-10
threshold=-0.084339999999999984 -0.081614999999999979 -0.081614999999999979 0.090630000000000016 -0.078629999999999992 -1.0000000180025095e-35 0.089280000000000012 -0.0031149999999999997 -0.087769999999999973 -0.094799999999999982 -0.083284999999999984 -0.082394999999999982 0.095395000000000021 0.091295000000000015 -0.008624999999999999 0.086795000000000011 0.089125000000000024 -0.078754999999999978 -0.081984999999999988 0.055925000000000009 0.094810000000000019 0.10691500000000002 -0.082334999999999978 -0.083489999999999995 -0.049339999999999995 0.089120000000000019 -0.033284999999999988 -0.092414999999999983 0.0032450000000000001 -0.069599999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 19 8 -2 -9 11 -10 13 14 -12 16 18 -18 -16 20 21 22 23 25 -24 26 -7 -28 -29 -11
right_child=7 2 3 4 -6 6 -8 9 10 29 12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=-5.2005444489544101e-07 -9.2016758447330405e-07 1.0503245270545291e-06 -5.1403975476205233e-07 6.9931804371018804e-07 3.7135429500687259e-08 5.5950272837890235e-07 -4.3280964546067396e-07 8.3126221248619461e-07 -2.4428410119532216e-07 3.5429019590083044e-07 -3.4413519236815253e-07 1.4185626043783374e-06 -1.3936761845911861e-06 -3.8181387661021898e-07 -3.6814232398173461e-07 5.0292256517536779e-07 7.133019397542739e-07 -1.6026794256163157e-08 1.9546755858357301e-07 3.6272888856412623e-07 -5.7145120499833206e-07 5.3642244995985718e-07 7.6608667589945477e-07 -8.2040230158971408e-07 -2.7397040330217558e-08 -3.5510632057282789e-07 -3.162602648983686e-07 -8.5515685648735578e-09 6.6143494067368325e-07 -6.156600402498031e-09
leaf_weight=23 21 23 20 24 26 20 21 20 38 20 21 20 20 30 29 20 20 20 20 23 22 21 21 24 54 23 31 91 23 2332
leaf_count=23 21 23 20 24 26 20 21 20 38 20 21 20 20 30 29 20 20 20 20 23 22 21 21 24 54 23 31 91 23 2332
internal_value=0 4.11905e-08 6.88321e-08 1.79891e-08 3.54983e-07 -2.47767e-08 1.38712e-09 -7.67724e-09 -1.14103e-07 3.94345e-09 -4.29796e-08 3.29111e-07 -1.62876e-07 -9.02548e-09 7.70026e-08 1.58139e-07 8.06599e-08 3.48638e-07 -1.38097e-07 2.72175e-08 3.8334e-09 4.49252e-08 8.96194e-09 -5.6775e-08 1.94778e-07 4.07093e-08 9.58836e-08 3.19362e-08 1.26621e-07 -3.09158e-09
internal_weight=0 490 467 444 50 394 374 2631 259 2372 238 58 180 160 130 109 89 40 49 353 330 308 287 212 75 188 165 145 114 2352
internal_count=3121 490 467 444 50 394 374 2631 259 2372 238 58 180 160 130 109 89 40 49 353 330 308 287 212 75 188 165 145 114 2352
is_linear=0
shrinkage=0.1


Tree=9227
num_leaves=31
num_cat=0
split_feature=1211 132 1204 50 1213 16 1213 402 1213 133 1210 403 1210 15 402 52 2 129 129 1185 0 401 1210 1213 16 1210 42 1210 128 402
split_gain=1.19995e-10 2.51413e-09 2.69075e-09 6.63529e-10 3.4718e-10 4.29989e-10 1.49865e-10 8.26806e-10 8.09655e-10 2.3246e-09 1.2801e-09 6.80452e-10 7.342e-10 4.43132e-10 2.85253e-10 9.68361e-10 2.16247e-09 3.32503e-10 9.9354e-10 2.3739e-10 1.99638e-10 3.62707e-10 1.8554e-10 1.86889e-10 7.61585e-10 2.58174e-10 6.30107e-10 1.3331e-09 4.67539e-10 7.9108e-10
threshold=0.080695000000000003 -0.083284999999999984 -0.077669999999999989 0.096900000000000014 0.12955000000000003 -0.091354999999999978 -0.088064999999999991 -0.086719999999999978 -0.085284999999999986 -0.010909999999999998 -0.3960249999999999 -0.0047449999999999992 -0.079504999999999978 0.085315000000000016 0.10686000000000002 -0.0092699999999999987 0.083715000000000026 -0.082304999999999975 -1.0000000180025095e-35 0.092945000000000014 -0.08824499999999999 0.094540000000000013 -0.090569999999999998 0.10336000000000002 -0.079504999999999978 -0.00046999999999999993 0.085010000000000016 -0.061049999999999993 0.079650000000000012 -0.092414999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 5 -4 7 -1 9 -8 -10 13 -13 -9 17 -16 -17 -12 -19 22 -14 -22 -20 25 -25 26 28 -28 29 -24
right_child=1 2 3 -5 -6 -7 8 11 10 -11 14 12 20 -15 15 16 -18 18 19 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-6.5318877853601611e-07 1.1357778834053535e-06 -1.138115809737883e-06 4.0807206980569643e-07 5.3795322725948476e-07 -2.9742091669504592e-07 -7.7752069454019724e-08 1.2169364487135681e-06 1.1877766183943096e-08 -7.0408473127678501e-07 -2.726726145076761e-07 3.8267095331692959e-07 -6.8476979862452937e-07 -2.2269211941150502e-07 6.7755963314652948e-07 -3.7718051029991159e-07 1.1515155767196833e-06 -1.469007853843166e-07 -7.0983935984259006e-07 -3.0301008195010583e-07 -3.4548168400760918e-07 4.2387043046281702e-07 -8.3148412624384868e-08 -5.7337886708544962e-07 2.128494835460515e-07 -5.531157028755203e-07 -1.1719125594515929e-09 8.2072695535786027e-09 1.0553854295380915e-06 3.6627429826521421e-07 1.3077577113070523e-07
leaf_weight=23 20 20 29 28 30 49 20 20 26 22 22 20 32 20 21 23 29 20 20 20 21 43 27 25 27 2351 31 20 23 39
leaf_count=23 20 20 29 28 30 49 20 20 26 22 22 20 32 20 21 23 29 20 20 20 21 43 27 25 27 2351 31 20 23 39
internal_value=0 8.02133e-08 -5.51155e-08 1.04149e-07 -8.31842e-09 1.02875e-07 -4.7888e-09 -9.3465e-08 9.49829e-10 4.36665e-07 -5.76825e-09 -1.09417e-08 -1.33583e-07 3.44719e-07 9.61267e-10 1.95944e-07 4.27399e-07 -4.46112e-09 -7.73308e-09 -2.29672e-09 -1.87526e-08 8.32171e-08 3.81277e-10 2.76737e-09 -1.84863e-07 6.68418e-09 1.3861e-07 4.18865e-07 -2.1985e-08 -1.57287e-07
internal_weight=0 176 156 136 108 78 2945 179 2766 42 2724 156 116 40 2698 73 52 2625 2603 2583 96 64 2563 2543 52 2491 140 51 89 66
internal_count=3121 176 156 136 108 78 2945 179 2766 42 2724 156 116 40 2698 73 52 2625 2603 2583 96 64 2563 2543 52 2491 140 51 89 66
is_linear=0
shrinkage=0.1


Tree=9228
num_leaves=31
num_cat=0
split_feature=132 1203 399 50 393 400 12 1201 394 4 2 481 480 160 159 160 16 51 13 16 1 157 472 3 2 3 4 15 403 1212
split_gain=1.49084e-10 5.12517e-10 4.52458e-10 1.64922e-10 1.45226e-10 1.54635e-10 4.98406e-10 6.14869e-10 1.41692e-10 1.4888e-10 4.56427e-10 1.98678e-09 8.44522e-10 5.30349e-10 4.97005e-10 9.26951e-10 5.56174e-10 5.69083e-10 1.10835e-09 9.97445e-10 8.7213e-10 1.68958e-09 7.46733e-10 9.11642e-10 9.82859e-10 7.05021e-10 8.07779e-10 4.90311e-10 5.26828e-10 8.9708e-10
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.08461500000000001 0.094880000000000006 -0.064794999999999978 0.087535000000000016 -0.06241 1.0000000180025095e-35 -0.012164999999999999 0.092635000000000009 -0.00058999999999999992 0.106725 -0.43215499999999996 0.10545500000000001 -0.086829999999999977 -0.082179999999999989 0.090050000000000005 -0.046499999999999993 -0.065999999999999989 0.10254500000000001 -0.04831499999999999 -0.058439999999999992 -0.098469999999999988 0.09580000000000001 -0.073309999999999986 -0.064804999999999988 0.11461000000000002 -0.0047449999999999992 -0.082209999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 -2 -8 9 10 12 -12 27 -13 15 -15 -17 19 -19 -18 22 -22 -21 -24 -25 -26 -27 28 29 -7
right_child=2 -3 -4 -5 -6 8 7 -9 -10 -11 11 13 -14 14 -16 16 17 18 -20 20 21 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=6.5108484106769454e-09 -2.8776706898270279e-07 -5.6235777471158607e-07 3.4876597950235586e-07 -2.5562976081313797e-07 -2.0714491886096631e-07 6.8033355177021809e-07 7.399428146470655e-07 5.4930175402408792e-08 1.9984672007922198e-07 2.2484247952985467e-08 9.0574297299912586e-07 -4.3166162413399437e-07 -7.0664567921596708e-07 5.4565480355329841e-07 -3.8166300318683475e-07 4.7886331557833726e-07 5.4591733432369652e-07 -8.4320071555734819e-07 6.6882813043456232e-08 -6.6338461088832903e-07 -3.276037616525737e-07 7.0147024888893402e-07 4.316806749216085e-07 -7.891010425127702e-07 -4.3271416199739662e-07 4.6616754096768482e-07 -1.9558539325095271e-07 2.759825759762242e-07 -1.2594819961373428e-07 -9.1581890462428612e-09
leaf_weight=168 20 20 38 28 33 20 20 38 35 1263 26 26 20 36 27 24 34 23 32 24 27 39 30 22 34 35 39 44 562 334
leaf_count=168 20 20 38 28 33 20 20 38 35 1263 26 26 20 36 27 24 34 23 32 24 27 39 30 22 34 35 39 44 562 334
internal_value=0 -8.01434e-08 5.96825e-09 -3.09378e-08 1.42472e-09 3.85337e-09 1.42703e-07 2.91141e-07 -7.63447e-11 -2.64794e-09 -2.44188e-08 5.56947e-08 -6.34946e-08 6.79816e-09 3.35586e-08 6.16563e-08 1.36565e-08 -1.92785e-08 -3.13698e-07 3.77392e-08 -3.1373e-08 2.80485e-07 -1.43235e-07 -6.52128e-08 -1.79881e-07 -5.57801e-08 1.17406e-07 -5.00956e-08 -6.57588e-08 2.97961e-08
internal_weight=0 216 2905 196 2867 2834 78 58 2756 2721 1458 478 980 452 426 399 363 339 55 284 250 66 184 160 130 108 74 960 916 354
internal_count=3121 216 2905 196 2867 2834 78 58 2756 2721 1458 478 980 452 426 399 363 339 55 284 250 66 184 160 130 108 74 960 916 354
is_linear=0
shrinkage=0.1


Tree=9229
num_leaves=31
num_cat=0
split_feature=133 480 481 13 481 475 1429 150 475 480 480 1447 133 52 133 133 156 1456 160 0 42 16 49 12 52 2 3 52 4 42
split_gain=1.36071e-10 8.44909e-10 4.69885e-10 1.07044e-09 4.07621e-10 4.4017e-10 2.59495e-09 8.73207e-10 3.89501e-10 3.80023e-10 1.47407e-09 6.17337e-10 3.01538e-10 6.22272e-10 7.13817e-10 4.42015e-10 4.21965e-10 4.67757e-10 4.01349e-10 3.82011e-10 3.51638e-10 4.5973e-10 4.03241e-10 4.89481e-10 4.30363e-10 3.20932e-10 3.04894e-10 5.73757e-10 4.58613e-10 9.56713e-10
threshold=0.0033250000000000003 0.11191000000000002 -0.087424999999999989 -0.08645499999999999 -0.081334999999999977 -0.085774999999999976 0.083725000000000008 0.10874500000000002 -0.08466499999999999 0.11387000000000001 0.10579000000000001 1.0000000180025095e-35 0.087435000000000013 -0.21968999999999997 0.087035000000000015 0.087720000000000006 -0.065739999999999979 0.11144500000000002 0.26691500000000007 -0.014954999999999998 0.082810000000000009 -0.080954999999999985 -0.076109999999999997 0.083815000000000014 -0.085264999999999994 0.087470000000000006 -0.11171999999999999 0.088785000000000017 -0.080744999999999997 0.089905000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 -4 6 -6 8 -7 10 11 -1 13 -10 19 -14 -17 18 26 20 21 -15 -22 -24 -25 -26 27 -18 29 -28
right_child=1 -3 4 -5 5 7 -8 -9 12 -11 -12 -13 15 14 -16 16 17 -19 -20 -21 22 -23 23 24 25 -27 28 -29 -30 -31
leaf_value=-1.9190049286517835e-08 1.6486620009933026e-07 6.7172856347497142e-07 3.5553526471956602e-07 -8.0083539925562332e-07 4.8858313025127007e-07 -3.8200970455074908e-07 -9.8322608027956462e-07 5.7272902448199476e-07 6.5455534837610695e-07 3.373371907855472e-07 -8.7539572888317709e-07 4.6235873225197327e-07 -4.601881960196254e-07 4.4419667804144563e-07 6.4451566018419736e-07 4.4690774286339417e-07 4.8944589181587622e-08 -4.8464117412549974e-07 4.3640974462548571e-07 4.3569660306275183e-07 2.6381525035645837e-07 -4.404370546627366e-08 -6.6869813053926929e-07 2.4634555401185624e-07 -5.8460028469653484e-07 -5.1776397159441198e-08 -3.0400468176594588e-08 -6.4252539207895362e-07 -3.4822538695077174e-08 5.569636874208135e-07
leaf_weight=1902 24 20 37 22 23 24 25 29 20 30 20 27 21 30 20 21 28 20 21 20 20 54 20 23 20 26 75 21 434 44
leaf_count=1902 24 20 37 22 23 24 25 29 20 30 20 27 21 30 20 21 28 20 21 20 20 54 20 23 20 26 75 21 434 44
internal_value=0 2.748e-08 1.5996e-08 -2.96991e-07 2.93765e-08 1.77616e-08 -2.77984e-07 3.20864e-08 1.57884e-08 -1.58684e-08 -2.13051e-08 -1.24499e-08 2.59666e-08 1.19261e-07 7.33128e-08 -8.49096e-09 5.79465e-09 -8.61185e-09 6.66999e-09 1.96787e-08 -2.34319e-08 1.30328e-07 -1.41926e-07 -2.33103e-07 -1.06844e-07 -2.83439e-07 -8.32093e-09 -2.474e-07 1.28633e-08 1.86776e-07
internal_weight=0 1142 1122 46 1076 1039 48 991 962 1979 1949 1929 938 253 233 685 664 643 623 213 193 84 109 89 69 46 602 49 553 119
internal_count=3121 1142 1122 46 1076 1039 48 991 962 1979 1949 1929 938 253 233 685 664 643 623 213 193 84 109 89 69 46 602 49 553 119
is_linear=0
shrinkage=0.1


Tree=9230
num_leaves=31
num_cat=0
split_feature=132 1203 399 50 393 12 1213 12 132 2 1213 394 400 130 402 1185 393 394 4 43 0 1210 1209 133 133 16 16 12 42 481
split_gain=1.19835e-10 4.16416e-10 3.95774e-10 1.39861e-10 1.32663e-10 1.22125e-10 1.75081e-10 3.69766e-10 2.20243e-10 1.23419e-10 1.22187e-10 1.20697e-10 1.37337e-10 4.40328e-10 7.51237e-10 1.32527e-10 2.03811e-10 1.26307e-10 1.31567e-10 3.77234e-10 1.26323e-09 8.91553e-10 8.47433e-10 6.94077e-10 1.08884e-09 6.82523e-10 1.06602e-09 8.53446e-10 4.60265e-10 1.21462e-09
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.08461500000000001 0.10389500000000002 0.11527000000000001 0.0065300000000000002 0.087695000000000009 -0.41094499999999995 0.094400000000000026 -1.0000000180025095e-35 0.09759000000000001 -0.064794999999999978 0.08610000000000001 -0.085519999999999985 0.093750000000000014 0.09389500000000002 1.0000000180025095e-35 -0.078439999999999996 0.0034250000000000005 -0.086934999999999985 -0.13847499999999999 0.091830000000000009 -0.14757499999999998 -0.097509999999999986 -0.092484999999999984 -0.088394999999999987 0.08486500000000001 0.091205000000000008 -0.086354999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 5 6 8 -8 -1 10 -10 12 13 14 -2 16 17 18 19 21 -21 -14 23 -23 -25 27 -27 -26 29 -28
right_child=2 -3 -4 -5 -6 -7 7 -9 9 -11 -12 -13 15 -15 -16 -17 -18 -19 -20 20 -22 22 -24 24 25 26 28 -29 -30 -31
leaf_value=2.9983726627896045e-07 7.9347442579091869e-07 -5.0651989369043804e-07 3.2595058037917342e-07 -2.3442357226193575e-07 2.4208823674598533e-07 2.0307658168405852e-07 6.0246283306057756e-08 -5.4055513633244344e-07 -1.2819038300904141e-07 -2.7936225617253284e-07 2.0342436084064274e-07 -2.4370710207222144e-07 4.7472470219547505e-07 -1.4498314471592603e-07 -8.9703898912115886e-09 -2.5745287814515903e-07 3.1896216910354271e-07 2.3191639134329704e-07 1.0637062141684397e-08 -7.8954042331348871e-07 -1.6207923825800737e-08 -4.4719244998857127e-07 -6.4665368965806511e-07 7.1827140627214078e-07 4.8720560812398612e-08 6.2727418076570365e-07 -7.7694430548159627e-07 -8.7510072503960152e-07 2.5405804706224442e-07 -1.4141617820117702e-08
leaf_weight=21 20 20 38 28 21 20 21 20 25 20 20 20 36 34 28 20 20 23 1922 28 86 35 22 21 20 27 22 20 55 408
leaf_count=21 20 20 38 28 21 20 21 20 25 20 20 20 36 34 28 20 20 23 1922 28 86 35 22 21 20 27 22 20 55 408
internal_value=0 -7.18599e-08 5.34377e-09 -2.75068e-08 6.97928e-09 -2.66077e-08 -6.27785e-08 -2.32828e-07 1.82915e-08 -7.26695e-08 1.91939e-08 1.09436e-09 2.81408e-09 1.30352e-07 3.25382e-07 -9.68249e-10 9.00492e-10 -1.43391e-09 -3.42023e-09 -3.80589e-08 -2.06149e-07 -9.28662e-09 -3.69444e-08 -1.48826e-08 1.15238e-08 -1.53633e-08 1.57169e-08 -4.1319e-07 -1.83286e-08 -5.31687e-08
internal_weight=0 216 2905 196 168 147 127 41 86 65 45 2867 2847 82 48 2765 2745 2725 2702 780 114 666 630 608 573 552 512 40 485 430
internal_count=3121 216 2905 196 168 147 127 41 86 65 45 2867 2847 82 48 2765 2745 2725 2702 780 114 666 630 608 573 552 512 40 485 430
is_linear=0
shrinkage=0.1


Tree=9231
num_leaves=31
num_cat=0
split_feature=43 43 43 159 1 4 1 1 1 9 474 156 475 151 0 4 480 43 481 1447 481 50 3 132 393 1186 51 12 403 43
split_gain=1.08898e-10 8.65706e-10 6.34451e-10 3.71878e-10 5.24713e-10 4.69295e-10 2.33147e-10 5.15981e-09 3.19847e-09 8.63264e-10 3.90208e-10 5.09785e-10 1.20614e-09 5.29601e-10 6.47619e-10 4.56702e-10 4.32788e-10 1.55273e-09 1.13359e-09 6.04101e-10 6.07859e-10 5.67708e-10 5.31298e-10 3.84848e-10 4.19917e-09 3.54362e-09 3.64491e-10 4.35102e-09 2.93579e-09 4.13272e-10
threshold=-0.077824999999999991 -0.077044999999999988 -0.078139999999999973 0.11058000000000003 0.090275000000000008 0.59999500000000017 0.092695000000000013 0.093700000000000019 0.091535000000000019 -1.0000000180025095e-35 0.091650000000000009 0.091255000000000017 -0.008964999999999999 1.0000000180025095e-35 -0.23001499999999997 -0.51253999999999988 0.086995000000000017 -0.014584999999999999 -0.086219999999999977 -0.085709999999999995 -0.073474999999999985 0.11084500000000001 -0.071799999999999989 -0.083284999999999984 0.092175000000000021 1.0000000180025095e-35 0.080335000000000018 0.088245000000000004 -0.028309999999999998 -0.072534999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 8 -8 10 -9 11 13 -13 14 -3 -16 18 -18 -17 -20 -21 23 -23 25 26 -22 29 -28 -29 -25
right_child=1 6 -4 4 -6 -7 7 9 -10 -11 -12 12 -14 -15 15 16 17 -19 19 20 21 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=1.7990873757155894e-08 -5.3844605879072739e-07 4.9086832786516561e-07 5.5646622714985747e-07 -8.8087074819516907e-09 -6.4764379597903604e-07 4.954744959376069e-07 1.2810248543271286e-06 -5.346707872888601e-07 -1.0344078172313549e-06 6.107371698051949e-09 -3.2589757277928339e-07 8.2016770508630551e-07 -7.418015810033371e-08 -5.2155001242226715e-07 -4.7595765490119191e-07 6.6189828723613923e-07 -6.7522746102592164e-07 3.9112139104831427e-07 -5.510308051270841e-07 5.4978218685164396e-07 -6.8622796163086327e-08 6.8994565936009169e-07 1.6136623685270023e-08 -4.2898421032164376e-07 -1.484437011782802e-06 1.3264026885432638e-06 -1.3215313562871719e-06 -5.573021291738201e-07 1.0681866954200815e-06 2.19201242377167e-08
leaf_weight=1039 31 26 22 36 20 21 32 31 31 618 37 25 38 20 21 26 36 22 20 20 137 22 25 21 20 21 24 20 25 634
leaf_count=1039 31 26 22 36 20 21 32 31 31 618 37 25 38 20 21 26 36 22 20 20 137 22 25 21 20 21 24 20 25 634
internal_value=0 -1.41424e-08 2.46659e-08 1.41823e-08 -2.36964e-07 2.74505e-08 -5.8159e-09 4.13985e-08 -3.11133e-08 -1.97233e-08 -6.03093e-09 3.80703e-09 2.8072e-07 -1.1496e-08 -2.38794e-09 -1.41107e-08 -5.07172e-09 -2.7075e-07 1.01099e-08 -7.02507e-09 4.20312e-09 -7.29486e-09 3.31537e-07 -2.49502e-08 -5.50513e-08 1.16792e-07 -1.55655e-08 -2.34176e-07 3.45747e-07 7.46365e-09
internal_weight=0 1983 1138 1116 56 1060 1952 681 1271 649 1240 1203 63 1140 1120 1094 1073 58 1015 989 969 949 47 902 744 158 724 69 45 655
internal_count=3121 1983 1138 1116 56 1060 1952 681 1271 649 1240 1203 63 1140 1120 1094 1073 58 1015 989 969 949 47 902 744 158 724 69 45 655
is_linear=0
shrinkage=0.1


Tree=9232
num_leaves=31
num_cat=0
split_feature=132 132 1203 1212 1212 43 1212 1 1212 16 133 12 0 1453 3 130 2 130 12 3 2 49 1212 3 403 402 1210 0 2 4
split_gain=1.14169e-10 3.92722e-10 3.33696e-10 1.17391e-10 2.60013e-10 7.72824e-10 3.26811e-10 2.29611e-10 5.81647e-10 2.09771e-10 5.66897e-10 4.66363e-10 2.21967e-10 2.02355e-10 1.86487e-10 1.43378e-10 8.35358e-10 7.63326e-10 4.35755e-10 8.76303e-10 5.73431e-10 4.85772e-10 2.25744e-10 4.05907e-10 2.37357e-10 1.57573e-09 1.16659e-09 6.39906e-10 9.70715e-10 2.08758e-09
threshold=-0.083449999999999983 -0.044384999999999994 0.089480000000000018 0.091580000000000009 0.087615000000000012 -0.0087399999999999995 0.086995000000000017 0.088305000000000008 0.12799000000000002 -0.082179999999999989 -0.0023199999999999996 0.089300000000000004 -0.085669999999999982 -0.087504999999999986 -0.086049999999999988 0.085235000000000019 0.084415000000000004 0.0047950000000000015 0.089625000000000024 -0.092984999999999984 0.10882500000000002 0.089420000000000013 0.040035000000000008 -0.085709999999999995 -0.0031149999999999997 0.11191000000000001 -0.064344999999999999 -0.087414999999999979 0.084715000000000013 -0.081114999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 13 9 -9 11 -11 12 -5 -3 -12 17 -17 22 19 -18 21 -20 24 -24 25 27 -26 -15 29 -29
right_child=1 3 -4 7 5 -7 -8 8 -10 10 14 -13 -14 15 -16 16 18 -19 20 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-3.0443668556611612e-08 3.3344260555641846e-07 -2.8618238661692889e-07 -4.5924790100571048e-07 -3.023167282378836e-07 -6.0242684656730966e-07 1.4102601422282219e-07 3.676624894903095e-07 6.740665565985183e-07 -7.1056620950829804e-08 -4.2481200169629206e-07 3.4895084372097009e-07 4.7750857080385549e-07 1.6317401197002689e-07 3.6312180458776915e-07 -6.3219362637621251e-08 6.9352393779809066e-07 -6.4216888310179119e-07 -5.8064426177704424e-07 1.920442888316948e-07 7.1178011333305391e-08 5.5083150545425066e-07 -2.9480996803776805e-07 -1.0099073181533771e-07 5.0102027557841213e-07 7.6530970090971099e-07 -8.1934634842447714e-07 -2.1943399885856339e-09 -9.4636429353426245e-07 9.7972968305888892e-08 1.0219616922842212e-07
leaf_weight=196 36 25 20 20 27 29 24 20 22 31 21 26 21 38 23 20 26 23 57 51 26 32 21 24 20 27 2023 34 115 43
leaf_count=196 36 25 20 20 27 29 24 20 22 31 21 26 21 38 23 20 26 23 57 51 26 32 21 24 20 27 2023 34 115 43
internal_value=0 5.20874e-09 -7.01478e-08 1.09009e-09 -4.20518e-09 -2.17424e-07 3.36575e-10 7.83608e-08 2.83764e-07 1.76077e-08 -9.727e-08 1.46202e-07 -6.38946e-08 -3.04762e-09 1.33498e-07 -3.04063e-10 7.8483e-08 -7.35763e-09 1.44162e-08 -1.69692e-07 1.37689e-07 1.69956e-08 -1.73478e-09 2.20082e-07 -6.07467e-09 -9.6649e-08 5.31916e-09 -1.18106e-08 -8.60159e-08 -3.60805e-07
internal_weight=0 2905 216 2869 2685 56 2629 184 42 142 75 67 41 2605 44 2580 212 2368 192 77 115 89 2345 45 2300 257 2043 230 192 77
internal_count=3121 2905 216 2869 2685 56 2629 184 42 142 75 67 41 2605 44 2580 212 2368 192 77 115 89 2345 45 2300 257 2043 230 192 77
is_linear=0
shrinkage=0.1


Tree=9233
num_leaves=31
num_cat=0
split_feature=403 403 1210 3 403 12 12 43 12 2 16 0 0 12 2 43 1455 1419 12 1453 1429 1 472 1456 482 1 4 3 475 4
split_gain=1.20638e-10 2.25311e-10 3.30188e-10 1.68527e-09 3.14825e-10 1.46248e-10 7.23002e-10 1.1756e-09 5.98667e-10 1.86835e-09 1.8109e-09 1.70257e-09 1.4593e-09 9.97725e-10 1.38971e-09 8.51227e-10 5.38763e-10 3.62184e-10 4.67996e-10 3.6023e-10 3.05317e-10 6.07893e-10 4.4041e-10 5.35709e-10 4.18737e-10 3.65165e-10 3.78985e-10 5.86262e-10 3.53403e-10 4.37938e-10
threshold=-0.55327499999999985 -0.54856499999999986 -0.13847499999999999 -0.082284999999999983 -0.5341999999999999 0.09141500000000001 0.091930000000000012 -0.018859999999999998 0.090165000000000009 0.073895000000000002 -0.040964999999999994 -0.08317999999999999 -0.082084999999999977 0.089570000000000025 0.088475000000000012 -0.011919999999999998 0.10752500000000002 0.086505000000000012 0.089410000000000003 -0.077764999999999987 -0.067934999999999982 0.10557500000000002 -0.081794999999999993 -0.079429999999999987 0.090355000000000005 0.13743000000000002 0.27044500000000005 -0.14477499999999996 0.027870000000000002 -0.50427999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 8 7 -7 13 12 11 -11 -10 16 15 -15 17 18 -6 -8 21 -21 -22 -24 25 26 28 -28 29 -25
right_child=1 2 4 -5 5 6 19 -9 9 10 -12 -13 -14 14 -16 -17 -18 -19 -20 20 22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=1.8199545858503068e-07 -3.0111624255368957e-07 9.5907185990284918e-07 -3.8069343272116969e-07 -2.5204557106109052e-07 -1.1056552861535709e-08 4.6685037870618447e-08 4.2883420746875346e-07 9.9387505798631541e-07 -1.3932698328744663e-06 -9.095296533701003e-08 -5.890552145878566e-07 1.1362882684906595e-06 -1.8525366044741533e-07 -3.6673384251819455e-07 1.0769440615376881e-06 5.2336033848275431e-07 -5.3260948277511485e-07 3.2814038509205866e-07 -4.8591320072383889e-07 -6.6139418521515834e-07 4.5415571825267106e-07 1.0894272983413039e-07 -4.0701094506755085e-07 -4.6668421630004431e-07 3.4520882782719648e-07 -3.4731272345150751e-07 -8.0519476145210234e-08 6.3415407716149738e-07 3.9007752380112754e-07 -2.5771244040551752e-09
leaf_weight=36 25 20 22 27 1777 38 20 20 20 26 27 20 20 22 20 21 20 31 21 20 22 21 31 21 37 29 22 24 22 639
leaf_count=36 25 20 22 27 1777 38 20 20 20 26 27 20 20 22 20 21 20 31 21 20 22 21 31 21 37 29 22 24 22 639
internal_value=0 -2.12818e-09 3.14533e-10 2.63324e-07 -3.78816e-09 -1.01587e-09 3.09997e-08 3.73302e-07 -1.62885e-08 -2.39947e-07 6.10479e-08 4.4263e-07 -7.89262e-07 -3.07019e-09 3.88275e-07 6.79633e-08 -1.64043e-08 -1.07596e-08 -1.66027e-08 9.13454e-09 -3.18151e-10 -2.66831e-07 1.25827e-08 8.07445e-10 1.67298e-08 6.74709e-10 1.45368e-08 2.92354e-07 -4.20153e-09 -1.73442e-08
internal_weight=0 3085 3060 47 3013 2991 966 58 2025 113 73 46 40 1912 63 43 1849 1829 1798 908 888 41 847 825 794 757 728 46 682 660
internal_count=3121 3085 3060 47 3013 2991 966 58 2025 113 73 46 40 1912 63 43 1849 1829 1798 908 888 41 847 825 794 757 728 46 682 660
is_linear=0
shrinkage=0.1


Tree=9234
num_leaves=31
num_cat=0
split_feature=133 480 1447 481 481 475 1429 1371 150 151 479 479 1447 16 16 4 160 160 16 52 50 157 52 15 1212 15 1 42 4 1210
split_gain=1.0584e-10 7.69483e-10 4.28749e-10 4.1197e-10 3.89395e-10 3.99502e-10 2.20611e-09 6.81511e-10 4.12912e-10 5.06963e-10 3.82422e-10 1.40168e-09 3.71857e-10 3.12072e-10 5.23967e-10 6.57727e-10 3.88421e-10 6.19173e-10 5.80748e-10 5.67157e-10 3.52084e-10 7.57896e-10 3.72049e-10 3.79797e-10 3.3632e-10 4.93538e-10 1.02042e-09 9.97117e-10 5.84016e-10 1.22754e-09
threshold=0.0033250000000000003 0.11191000000000002 0.056670000000000005 -0.087424999999999989 -0.081334999999999977 -0.085774999999999976 0.083715000000000026 0.083235000000000017 0.10699000000000002 0.095500000000000015 0.093525000000000011 0.077560000000000018 0.0071200000000000005 -0.5048999999999999 -0.11118499999999999 -0.0035949999999999997 -0.089549999999999991 -0.063384999999999983 -0.091744999999999979 -0.015069999999999998 -0.099524999999999988 0.065625000000000003 0.15116000000000002 0.11171000000000002 -0.073259999999999978 0.093115000000000017 0.094385000000000011 0.11747 -0.080744999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 -5 6 -6 8 9 13 11 12 -1 -7 15 -15 19 -18 -19 -16 -20 22 23 24 -22 28 27 -27 -26 -30
right_child=1 -3 -4 4 5 7 -8 -9 -10 -11 -12 -13 -14 14 16 -17 17 18 20 -21 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-1.5874020060767077e-08 -3.5622767369553849e-07 6.3906821708314969e-07 -4.0483053164545411e-07 3.5108850964489478e-07 4.6641813908494935e-07 -2.6800240983485915e-07 -9.06615232082686e-07 5.9807272291003588e-07 -3.9639311205025047e-07 4.861642436774598e-07 3.0019068378207619e-07 -8.3268822068237665e-07 4.0724888492604807e-07 7.5264353654347366e-07 6.0703331891491059e-07 1.2169344999865403e-07 -3.6828455844145963e-07 -4.3554419938839698e-07 3.3523067887632784e-07 5.5821979893537556e-08 -2.8979793569305913e-07 -6.0064662150693952e-07 4.2907131087717557e-07 -3.7102150713508308e-07 1.5380742914263502e-07 1.4679275948855284e-07 -2.5275255304470855e-07 1.1028385081601756e-06 -7.8883316864844153e-07 -1.7609112448787948e-08
leaf_weight=1899 28 20 24 37 22 36 25 21 23 24 38 21 21 20 24 95 49 29 34 84 31 20 22 25 159 24 22 20 23 201
leaf_count=1899 28 20 24 37 22 36 25 21 23 24 38 21 21 20 24 95 49 29 34 84 31 20 22 25 159 24 22 20 23 201
internal_value=0 2.42483e-08 1.3289e-08 2.24282e-08 3.23369e-08 2.09199e-08 -2.63919e-07 3.44974e-08 2.22331e-08 3.24543e-08 -1.39827e-08 -2.01334e-08 -1.12461e-08 2.05926e-08 3.2372e-08 2.31424e-07 2.52719e-09 -2.62815e-08 1.1909e-09 1.78313e-07 2.29901e-08 3.58207e-09 2.65129e-08 8.97575e-09 2.87673e-08 5.07618e-08 3.03322e-07 5.81359e-07 7.23965e-09 -9.67973e-08
internal_weight=0 1142 1122 1098 1070 1033 47 986 965 942 1979 1941 1920 918 882 115 767 659 610 108 581 547 527 505 480 449 66 44 383 224
internal_count=3121 1142 1122 1098 1070 1033 47 986 965 942 1979 1941 1920 918 882 115 767 659 610 108 581 547 527 505 480 449 66 44 383 224
is_linear=0
shrinkage=0.1


Tree=9235
num_leaves=31
num_cat=0
split_feature=481 133 1447 3 0 131 131 16 484 13 42 42 128 1212 1209 475 4 484 475 1 475 4 4 132 2 3 2 132 1446 50
split_gain=1.22264e-10 1.35729e-09 1.47961e-09 3.51593e-10 4.49898e-10 1.69953e-10 7.4737e-10 8.73456e-10 2.87895e-10 5.49818e-10 1.46168e-09 3.61603e-10 2.70896e-10 3.86749e-10 5.41413e-10 1.85765e-10 7.88928e-10 1.2008e-09 6.18147e-10 5.67829e-10 3.90857e-10 2.01279e-10 4.53805e-10 2.07792e-10 7.16695e-10 1.27786e-09 4.26111e-10 3.6267e-10 3.45756e-10 2.52747e-10
threshold=-0.086484999999999992 0.087625000000000022 0.059120000000000013 -0.085784999999999986 -0.083914999999999976 0.089485000000000023 0.091440000000000007 -0.014754999999999999 -0.017214999999999998 -0.07692499999999998 0.093775000000000011 0.095565000000000011 0.088865000000000013 0.087440000000000004 0.085415000000000005 -0.085719999999999977 -0.0092149999999999992 0.085790000000000019 -0.10664 0.10171500000000001 -0.084964999999999985 -0.52556499999999995 -0.50940999999999981 0.082150000000000015 0.090175000000000019 -0.095524999999999985 0.11548000000000001 0.090050000000000005 0.11483500000000001 0.10377500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 15 7 -7 -8 10 -10 12 13 14 -11 16 17 18 19 -2 -17 -22 -23 28 25 -25 27 -26 29 -24
right_child=5 -3 -4 4 -6 6 8 -9 9 11 -12 -13 -14 -15 -16 20 -18 -19 -20 -21 21 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=-1.7369285242560421e-07 -3.3154592384771455e-07 7.2213968312300697e-07 -7.9910628430339284e-07 2.4119672389133482e-08 6.6044346610283359e-07 9.0948153791985182e-07 2.7766799080706865e-07 6.2650135782664156e-08 2.7415392833496931e-08 -4.6934014141044631e-08 -8.8495214083650361e-07 3.9818042178349402e-07 2.9875940218257066e-07 -3.1440380826899321e-07 4.7409496417571972e-07 -4.6001232206549508e-07 5.8435697362121444e-07 -5.999596898431247e-07 4.8116709271776397e-07 3.3273932496575238e-07 2.0634270956776392e-07 -3.9390152841711771e-07 -1.5095149942541006e-08 7.5138791117979068e-08 5.3316735886710382e-07 -1.0552872888069943e-06 -2.4543867434781657e-07 -6.4410366056628335e-10 -3.7010774916596415e-07 9.3809031957035141e-08
leaf_weight=23 31 27 22 25 20 21 35 29 59 118 25 27 28 39 24 20 27 27 36 22 40 32 1967 20 20 20 37 35 26 239
leaf_count=23 31 27 22 25 20 21 35 29 59 118 25 27 28 39 24 20 27 27 36 22 40 32 1967 20 20 20 37 35 26 239
internal_value=0 1.00294e-07 -8.62601e-08 1.44367e-07 3.0693e-07 -3.90273e-09 5.63519e-08 4.18319e-07 5.37052e-09 -2.4412e-08 -2.44123e-07 5.379e-08 9.29943e-09 -3.54789e-08 4.11272e-08 -1.32922e-08 9.75041e-08 -1.58151e-08 1.61397e-07 -5.58049e-08 -1.97432e-08 -1.61285e-08 -1.98426e-08 -1.47792e-08 -1.36692e-07 -4.90074e-07 1.69519e-08 1.93469e-07 -7.56927e-09 -3.29637e-09
internal_weight=0 117 90 68 45 3004 405 50 355 320 84 236 209 181 142 2599 143 116 89 53 2456 2436 2396 2364 132 40 92 55 2232 2206
internal_count=3121 117 90 68 45 3004 405 50 355 320 84 236 209 181 142 2599 143 116 89 53 2456 2436 2396 2364 132 40 92 55 2232 2206
is_linear=0
shrinkage=0.1


Tree=9236
num_leaves=31
num_cat=0
split_feature=1429 474 471 156 156 155 157 51 4 157 0 2 13 156 157 43 132 399 43 2 43 2 1447 133 403 160 1455 43 403 394
split_gain=1.10581e-10 1.23596e-10 2.42254e-10 1.1228e-10 4.19974e-10 2.57742e-10 2.5367e-10 6.1743e-10 4.71372e-10 3.76585e-10 2.9774e-10 2.61374e-10 2.94575e-10 2.22624e-10 1.99398e-10 1.63587e-10 1.9517e-09 3.64708e-09 8.91103e-10 3.40918e-09 4.89287e-10 2.6644e-09 4.56556e-10 1.97549e-09 9.87514e-10 9.51828e-10 4.47616e-10 1.01885e-09 1.39484e-09 4.74394e-10
threshold=0.12521000000000002 -0.26322499999999993 -0.086614999999999984 0.09747500000000002 0.092385000000000009 0.085195000000000007 -0.0041249999999999993 -0.076794999999999988 -0.036839999999999991 0.11590500000000002 -0.086284999999999987 0.11067500000000001 -0.074519999999999989 0.090500000000000011 -0.00078499999999999989 -0.011694999999999999 -0.083284999999999984 0.089505000000000015 -0.0095349999999999983 0.083935000000000023 -0.014584999999999999 0.083865000000000009 -0.086279999999999982 0.086990000000000012 -0.55327499999999985 -0.090764999999999985 0.088555000000000009 -0.0082299999999999995 -0.08670499999999999 0.055520000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 13 7 -5 9 -8 -10 -9 -13 15 -7 16 -4 20 19 -17 22 -22 23 25 -24 -18 27 28 -20 -29
right_child=-2 2 3 6 -6 14 8 11 10 -11 -12 12 -14 -15 -16 18 17 -19 26 -21 21 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=-2.0349753005651415e-07 2.3438950165655118e-07 3.3894781124456044e-07 7.1817673731635671e-07 5.5261060789425456e-07 -3.7277328349575565e-07 -2.0056913854205051e-08 -6.0636628305132947e-07 -2.2753834388014284e-07 -6.7282805352296357e-08 -5.0898443132176734e-11 4.6027947149696051e-07 -9.623556923799016e-08 4.4651250782123956e-07 2.9224974866792764e-07 -4.5633044733635455e-07 -1.4487427503695472e-06 -3.0162075214198363e-07 -1.3069631266084854e-06 -9.0569246098807943e-08 2.6068802880173181e-07 1.1756666410178697e-06 -2.0717448270608272e-07 6.7113990642452417e-07 -1.002252235677944e-06 1.0306137304947446e-08 5.7169629125534513e-07 -3.1418575873731052e-07 -2.9243383079648155e-08 1.035503158742689e-06 3.9531514493807695e-07
leaf_weight=30 20 21 39 31 31 20 20 27 23 21 20 20 20 26 22 20 26 21 22 28 22 38 23 23 1344 24 47 1043 22 27
leaf_count=30 20 21 39 31 31 20 20 27 23 21 20 20 20 26 22 20 26 21 22 28 22 38 23 23 1344 24 47 1043 22 27
internal_value=0 -1.50734e-09 4.65863e-10 -1.86467e-09 -6.698e-09 -2.69788e-09 7.43001e-08 1.83601e-07 -5.3218e-08 -2.95815e-07 1.78095e-07 1.28657e-08 1.75138e-07 9.96965e-10 -2.48581e-07 -1.7378e-09 1.96597e-08 1.74901e-09 -2.93475e-08 -4.51575e-07 2.0071e-08 2.99867e-07 8.4128e-09 -2.3525e-07 2.14248e-08 1.17571e-07 -1.18911e-08 8.62842e-10 4.72467e-07 -1.85302e-08
internal_weight=0 3101 3071 3050 2868 2837 182 98 84 41 43 67 40 2795 42 2769 1560 1521 1209 48 1500 60 1440 73 1367 50 1161 1114 44 1070
internal_count=3121 3101 3071 3050 2868 2837 182 98 84 41 43 67 40 2795 42 2769 1560 1521 1209 48 1500 60 1440 73 1367 50 1161 1114 44 1070
is_linear=0
shrinkage=0.1


Tree=9237
num_leaves=31
num_cat=0
split_feature=132 132 132 50 131 2 2 402 1203 1447 131 131 1447 4 160 481 0 403 42 1210 2 39 16 131 3 1456 4 131 403 1210
split_gain=1.24014e-10 4.40512e-10 2.61617e-10 1.92818e-10 1.33099e-10 1.46036e-10 3.61558e-10 1.40568e-10 2.31084e-10 1.12584e-10 1.14035e-10 1.36439e-09 9.17838e-10 1.54626e-09 6.47425e-10 3.02023e-10 9.45432e-10 3.21606e-10 2.31415e-10 6.23554e-10 2.06852e-10 3.01042e-10 2.64425e-10 2.66934e-10 2.89117e-10 2.55508e-10 3.78613e-10 3.19136e-10 1.97283e-10 5.00095e-10
threshold=-0.083174999999999985 -0.044384999999999994 -0.084644999999999984 0.09227500000000001 -0.076979999999999979 0.10497000000000002 0.091895000000000018 0.087450000000000014 0.084375000000000019 -0.12995499999999996 0.090690000000000007 0.090175000000000019 0.059120000000000013 -0.0078799999999999981 -0.4136149999999999 -0.087424999999999989 -0.086554999999999979 -0.55327499999999985 -0.092459999999999987 -0.08107499999999998 0.14753000000000002 0.089790000000000023 -0.077879999999999991 0.099565000000000015 -0.08824499999999999 -0.065759999999999985 -0.067104999999999984 0.11767000000000001 -0.54856499999999986 -0.13847499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 -6 -3 11 12 15 -14 -12 16 -11 -17 -16 -20 21 22 23 -21 -25 -24 -27 -28 -19 -30
right_child=1 9 -4 -5 5 -7 -8 -9 -10 10 14 -13 13 -15 18 17 -18 28 19 20 -22 -23 25 24 -26 26 27 -29 29 -31
leaf_value=1.8342627048227633e-07 3.8672365349157189e-07 1.7978562303661811e-07 -3.9934239950412124e-07 -2.8456987343011627e-07 -5.5607256893816395e-08 1.7922777152534766e-07 -4.3270967241918855e-07 -2.1649158651629563e-07 3.3260245575290716e-07 1.7206951505548724e-07 6.0550864120045847e-07 -8.3074096551172256e-07 1.0954154992148803e-06 -1.480728050751168e-07 2.7898080434756746e-07 3.3304509027435155e-07 -6.4970212290761864e-07 -2.931178717524574e-07 -5.3333124123171388e-07 4.9237379735294398e-07 3.191856248834128e-07 -3.4743232417094368e-07 2.8275409966855004e-07 3.6429596238204713e-07 -9.3477687908556909e-08 -4.6072622497020979e-07 -1.0164365552032838e-07 3.3581382418950466e-07 3.6488139151123911e-07 -1.075398109082886e-08
leaf_weight=33 30 35 22 27 46 25 24 22 23 28 20 20 20 20 31 28 28 24 21 21 23 22 21 22 37 23 81 21 36 2287
leaf_count=33 30 35 22 27 46 25 24 22 23 28 20 20 20 20 31 28 28 24 21 21 23 22 21 22 37 23 81 21 36 2287
internal_value=0 5.51793e-09 -7.20319e-08 -3.60277e-08 2.76206e-09 -3.98231e-08 -8.74428e-08 3.61657e-09 7.3796e-08 1.53182e-09 -6.69625e-10 -8.11316e-09 -1.4549e-09 4.73671e-07 5.33882e-08 -9.27269e-09 -2.38816e-07 -3.86029e-09 1.92012e-08 -8.37817e-09 3.23009e-08 5.69461e-09 4.00698e-08 1.86196e-07 7.72176e-08 -3.99994e-08 -9.4222e-08 -1.15789e-08 -7.87961e-09 -4.93268e-09
internal_weight=0 2899 222 200 173 140 115 91 69 2869 2834 2491 2471 40 343 2431 56 2375 323 292 271 248 226 80 59 146 125 102 2347 2323
internal_count=3121 2899 222 200 173 140 115 91 69 2869 2834 2491 2471 40 343 2431 56 2375 323 292 271 248 226 80 59 146 125 102 2347 2323
is_linear=0
shrinkage=0.1


Tree=9238
num_leaves=31
num_cat=0
split_feature=401 1213 13 13 1213 1186 1204 400 1203 1185 3 1185 132 393 1213 403 403 1213 1182 402 3 16 1213 43 403 1212 1209 403 52 133
split_gain=1.0274e-10 1.37251e-10 6.05306e-10 5.2459e-10 2.07676e-10 2.09832e-10 1.29727e-10 2.02322e-10 2.04598e-10 3.84857e-10 3.74598e-10 1.47244e-10 1.3414e-10 3.74301e-10 2.03859e-10 3.28354e-10 1.90875e-10 1.85948e-10 1.83847e-10 1.67967e-10 3.14227e-09 1.21938e-09 1.84754e-10 4.37576e-10 4.25779e-10 4.65038e-10 7.42167e-10 2.05307e-10 3.18303e-10 3.04421e-10
threshold=0.13837000000000002 0.15253500000000003 -0.084319999999999992 -0.020934999999999999 0.11076500000000002 -0.13028499999999998 0.057120000000000011 0.12955000000000003 0.089165000000000008 -0.083264999999999992 -0.081574999999999995 0.093750000000000014 -0.084389999999999979 0.09389500000000002 0.093235000000000026 -0.55276999999999987 -0.53960999999999981 0.085505000000000012 0.086460000000000009 0.12006000000000001 -0.078724999999999976 -0.077879999999999991 -0.41627499999999995 0.0010100000000000003 0.12089000000000001 -0.092474999999999988 -0.085744999999999988 0.088465000000000002 0.085815000000000016 -0.14757499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 7 8 9 -7 -10 12 17 14 15 -14 -17 -11 19 22 21 -21 23 -18 25 -24 -27 29 -29 -28
right_child=-2 2 3 -5 -6 6 -8 -9 10 11 -12 -13 13 -15 -16 16 18 -19 -20 20 -22 -23 24 -25 -26 26 27 28 -30 -31
leaf_value=3.2384896258008667e-07 -2.2044462455250186e-07 5.9141460301334743e-07 -3.7984977029736914e-07 2.3151762533757393e-07 -2.3734965059309225e-07 -4.3151927021275089e-07 -2.3771879385924915e-07 2.8985992024388456e-07 4.7978601962483942e-07 -3.8382925951670666e-08 -9.8541006753380542e-08 -2.5955795722025374e-07 -3.6202559465436935e-07 3.6258133270660534e-07 2.8557084283420412e-07 2.2460033376528612e-07 -6.6637611066784507e-08 -3.2457447253061593e-07 -3.0317931731360659e-07 -1.2078440925478162e-06 8.8055179375601261e-07 -1.5060033102069309e-07 4.7418565470382286e-07 5.5552483161136487e-07 -4.2664640525419168e-07 -5.7659638163055548e-07 -1.87854515310275e-07 -1.6271030366018144e-08 3.7966051791413889e-07 8.3727395738481221e-09
leaf_weight=20 21 21 25 32 37 21 23 24 24 120 21 22 25 29 25 38 26 28 20 20 20 24 21 20 23 22 82 45 37 2205
leaf_count=20 21 21 25 32 37 21 23 24 24 120 21 22 25 29 25 38 26 28 20 20 20 24 21 20 23 22 82 45 37 2205
internal_value=0 1.49059e-09 1.32462e-07 -3.6626e-08 -1.88988e-09 1.02872e-09 -1.14882e-09 7.00639e-10 -1.67764e-09 -4.9916e-09 2.099e-07 -1.85097e-09 1.5241e-10 5.26672e-09 1.36091e-09 -1.34276e-09 2.12135e-09 -9.25273e-08 -1.17464e-09 1.19868e-09 -1.58754e-07 -6.31166e-07 5.32483e-09 2.03868e-07 1.57412e-09 5.65748e-09 1.54243e-09 6.91138e-09 1.62381e-07 1.33704e-09
internal_weight=0 3100 78 57 3022 2985 2965 2942 2918 2873 45 2852 2830 2682 2653 2628 2603 148 2565 2545 64 44 2481 46 2435 2412 2391 2369 82 2287
internal_count=3121 3100 78 57 3022 2985 2965 2942 2918 2873 45 2852 2830 2682 2653 2628 2603 148 2565 2545 64 44 2481 46 2435 2412 2391 2369 82 2287
is_linear=0
shrinkage=0.1


Tree=9239
num_leaves=31
num_cat=0
split_feature=130 40 456 484 15 13 15 456 1447 1373 12 1375 1374 42 42 42 1213 42 1213 3 1447 15 42 42 480 42 47 47 0 47
split_gain=9.81546e-11 2.72382e-10 1.21664e-10 4.77306e-10 4.11321e-10 5.51221e-10 4.23661e-10 2.6627e-10 1.46121e-10 1.21097e-10 1.37756e-09 3.88899e-10 1.57598e-10 1.30269e-10 1.44047e-09 1.31378e-09 2.64321e-09 1.22288e-09 4.57458e-10 2.04372e-09 1.73091e-09 7.03225e-10 3.84726e-10 3.34877e-10 4.06653e-10 6.64319e-10 3.86783e-10 1.58841e-09 1.25348e-09 2.58397e-09
threshold=-0.23647499999999996 -0.23202499999999995 0.088285000000000016 -0.081869999999999984 -0.015039999999999998 -0.08459499999999999 -0.0072999999999999992 0.087680000000000022 -0.11565499999999999 1.0000000180025095e-35 0.083715000000000026 -0.14438999999999999 -0.035729999999999991 0.087505000000000013 0.087745000000000004 0.086950000000000013 -0.020279999999999996 0.086665000000000006 0.04198000000000001 -0.083489999999999995 -0.084549999999999986 0.087575000000000014 0.088060000000000013 0.08623500000000002 0.086930000000000021 0.083595000000000017 0.094160000000000008 0.090100000000000013 -0.10151999999999999 0.107145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 5 -5 -6 8 -3 11 -11 -10 -13 15 -15 17 -17 23 20 -20 -16 -21 -22 24 26 -26 27 -14 29 -28
right_child=1 2 3 4 6 -7 -8 -9 9 10 -12 12 13 14 18 16 -18 -19 19 21 22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-2.2081850950428364e-07 3.0128789717309702e-07 1.9991812905573172e-07 5.0649790340606204e-07 4.6537563702581651e-07 -5.7346890940834789e-07 -1.1766533134505153e-07 6.9628243539097773e-08 -3.6930291869907705e-07 -3.3979275972991937e-07 5.3894113573495796e-07 -4.76601862622126e-07 2.753300435642814e-07 -1.3893552841151723e-08 -7.7082913131439809e-07 -9.3588660133393988e-07 1.4009494234912268e-06 -1.2817696437230973e-07 -6.7246460454734247e-07 1.0620933796276622e-06 -5.4648703025707486e-07 3.4805641908925672e-07 1.4308824916042795e-07 -2.9405584730017349e-08 3.0331461850031754e-07 4.7602383481468924e-08 7.2061407365708882e-07 1.4312303304109265e-06 -8.8967551950721228e-07 -6.4525500037888728e-08 -3.618477194322623e-08
leaf_weight=20 30 35 23 31 20 34 21 20 35 34 22 20 1497 26 21 20 26 27 21 21 28 50 758 37 55 20 20 21 98 30
leaf_count=20 30 35 23 31 20 34 21 20 35 34 22 20 1497 26 21 20 26 27 21 21 28 50 758 37 55 20 20 21 98 30
internal_value=0 1.42869e-09 -1.50058e-09 9.35526e-08 3.95131e-09 1.604e-07 -2.44078e-07 -5.66845e-09 -3.1795e-09 -5.64172e-09 1.39978e-07 -8.52222e-09 -4.37541e-09 -6.39058e-09 -3.70345e-08 8.92308e-09 5.36661e-07 -4.52618e-09 -1.58124e-08 1.95458e-07 -3.98977e-08 -6.08706e-08 -1.59591e-08 5.61686e-09 -7.09855e-10 2.27072e-07 -1.09641e-08 -2.60091e-08 1.43348e-07 5.50781e-07
internal_weight=0 3101 3071 129 106 65 41 2942 2922 2887 56 2831 2796 2776 925 1851 46 1805 899 92 807 71 786 1778 1741 75 1666 1518 148 50
internal_count=3121 3101 3071 129 106 65 41 2942 2922 2887 56 2831 2796 2776 925 1851 46 1805 899 92 807 71 786 1778 1741 75 1666 1518 148 50
is_linear=0
shrinkage=0.1


Tree=9240
num_leaves=31
num_cat=0
split_feature=1429 1420 1429 154 474 156 1456 13 12 16 15 0 155 157 51 1453 474 474 156 1447 45 11 157 158 158 482 482 483 482 12
split_gain=1.02316e-10 1.57215e-10 2.04256e-10 1.68836e-10 3.39188e-10 2.10677e-10 4.40368e-10 3.69689e-10 3.61045e-10 8.24854e-10 3.93699e-10 4.12827e-10 2.55835e-10 1.91672e-10 2.92439e-10 1.84588e-10 1.85506e-10 6.9862e-10 5.34053e-10 2.03384e-10 1.88555e-10 7.75081e-10 1.89299e-10 1.83379e-10 1.87066e-10 4.98381e-10 1.99114e-10 8.69945e-10 2.8964e-10 3.84923e-10
threshold=0.12521000000000002 -0.086589999999999986 0.11475 0.085530000000000009 -0.25711499999999993 0.09747500000000002 0.11253500000000001 -0.072819999999999982 0.10149500000000002 0.55700000000000005 -0.03241999999999999 -0.10151999999999999 0.091145000000000018 -0.00046499999999999992 -0.070119999999999974 0.087805000000000008 0.091180000000000011 0.098780000000000021 0.092190000000000008 -0.12995499999999996 0.094030000000000016 -1.0000000180025095e-35 0.084490000000000023 -0.47336999999999996 -0.46695499999999995 0.11117500000000001 0.089605000000000018 0.098395000000000024 0.081345000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 12 -8 9 10 11 -7 15 14 -13 16 18 -18 19 -6 21 -21 23 -23 -25 26 28 -28 -26 -30
right_child=-2 2 -4 -5 5 8 7 -9 -10 -11 -12 13 -14 -15 -16 -17 17 -19 -20 20 -22 22 -24 24 25 -27 27 -29 29 -31
leaf_value=-2.7414322673957077e-07 2.2545211834312797e-07 -3.9506382488628911e-07 2.8507510387498771e-07 2.8766716411610108e-07 2.6561798977452002e-07 5.5385330966828415e-07 -3.3028347026231582e-08 -6.4104919033525227e-07 -2.3176736487197625e-07 6.4446175170375911e-07 -2.7062166128252071e-07 4.5393996778386736e-07 -3.0920398435901681e-07 -1.5839030905242217e-07 -6.8905283720378852e-08 2.3520833840875915e-07 -6.1816549853811808e-07 3.3140632821912201e-08 4.7141251400262265e-07 6.0255792431819704e-07 -2.5890401737906988e-07 2.8364724116158871e-07 2.2692127957083464e-07 -3.034095903651426e-07 -1.556363977208819e-08 4.6332146578332751e-07 -4.8961733584962067e-07 3.1622364649782265e-07 -9.9066025427418946e-08 4.4786517899029283e-07
leaf_weight=21 20 22 25 20 28 20 20 20 27 29 29 20 27 29 23 33 23 58 24 21 29 21 34 22 2343 22 37 21 22 31
leaf_count=21 20 22 25 20 28 20 20 20 27 29 29 20 27 29 23 33 23 58 24 21 29 21 34 22 2343 22 37 21 22 31
internal_value=0 -1.45771e-09 4.01509e-10 -1.92806e-09 -3.83643e-09 -9.7981e-10 -7.58587e-09 -3.37039e-07 1.04866e-07 1.65461e-07 5.06587e-08 1.51932e-07 -2.87267e-09 4.02869e-08 1.74279e-07 1.14309e-10 -2.72126e-09 -1.51798e-07 1.82685e-09 -2.45671e-09 -5.34034e-09 -2.48356e-09 -7.4604e-09 -1.0624e-08 -1.30978e-08 -1.05183e-08 -1.47663e-08 -1.97847e-07 -1.03344e-08 2.20837e-07
internal_weight=0 3101 3080 3055 3035 3013 2836 40 177 150 121 92 2796 72 43 2769 2736 81 2655 2631 2603 2574 2553 2519 2498 2476 2454 58 2396 53
internal_count=3121 3101 3080 3055 3035 3013 2836 40 177 150 121 92 2796 72 43 2769 2736 81 2655 2631 2603 2574 2553 2519 2498 2476 2454 58 2396 53
is_linear=0
shrinkage=0.1


Tree=9241
num_leaves=31
num_cat=0
split_feature=400 131 131 13 131 1204 1186 394 132 50 394 1186 130 130 4 133 43 3 130 43 128 1 402 52 151 0 3 43 157 12
split_gain=1.03458e-10 1.23892e-10 1.72654e-10 5.68683e-10 1.69327e-10 1.42482e-10 1.57211e-10 5.64198e-10 3.67557e-10 4.03061e-09 3.00268e-09 2.62542e-10 1.51188e-10 2.23436e-10 9.97505e-10 5.59846e-10 1.32569e-09 2.22716e-09 4.98858e-10 4.44105e-10 2.17548e-10 5.46744e-10 1.88236e-10 1.67444e-10 4.8831e-10 6.91624e-10 9.26544e-10 1.11332e-09 3.03524e-10 1.04157e-09
threshold=-0.40134499999999995 0.13767000000000004 0.11767000000000001 -0.0097949999999999982 0.11495000000000001 0.053645000000000005 0.057025000000000006 -0.079949999999999979 -0.083284999999999984 0.10022000000000002 0.10448000000000002 -0.086839999999999987 0.11819 0.085235000000000019 -0.086849999999999997 0.090445000000000011 -0.095589999999999994 -0.089819999999999983 0.0053350000000000003 -0.14792499999999997 0.10318000000000001 0.089875000000000024 0.15960500000000002 -0.21968999999999997 -0.085684999999999997 -0.080119999999999983 -0.086274999999999977 -0.081374999999999989 -0.04831499999999999 0.099400000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 8 -8 9 11 12 -2 13 18 -15 16 19 -18 20 -16 22 -22 23 24 -10 26 -26 -28 -27 -30
right_child=1 -3 3 -5 -6 -7 7 -9 10 -11 -12 -13 -14 14 15 -17 17 -19 -20 -21 21 -23 -24 -25 25 28 27 -29 29 -31
leaf_value=2.2120584668121931e-07 -3.6730535384776892e-07 -2.4958837723687566e-07 4.1068446698115005e-07 -1.8954613981097486e-07 -2.7978332394308258e-07 2.363957344755363e-07 -9.1844786951940758e-09 -6.0155582072951573e-07 -3.6979551604569375e-07 1.4777100559371094e-06 -1.2289642602070216e-06 2.0198113953555675e-08 -2.1863920218100747e-07 5.6617527801967369e-07 -6.785363881578166e-09 3.8506359272042607e-07 -1.2721737109004716e-06 3.0471757911852496e-08 -4.1679510807288635e-07 5.3880626978752847e-07 5.7905227263626624e-07 -9.2526424724484161e-08 -2.4867515860698348e-07 -1.1556876745739714e-08 -1.6338993873432629e-07 -1.4412379674599452e-07 1.1687840850527209e-06 2.4702476304950872e-07 -4.9809799078965566e-08 5.8942749447079692e-07
leaf_weight=21 20 20 38 27 22 25 82 20 24 20 20 139 31 38 37 29 21 35 29 25 22 27 31 2007 25 83 20 38 112 33
leaf_count=21 20 20 38 27 22 25 82 20 24 20 20 139 31 38 37 29 21 35 29 25 22 27 31 2007 25 83 20 38 112 33
internal_value=0 -1.50319e-09 1.07757e-10 1.61358e-07 -3.36861e-09 -1.33683e-09 -3.3393e-09 -1.25336e-07 1.00252e-09 1.39752e-07 -8.24057e-09 -2.85445e-08 9.1371e-10 3.49571e-09 1.09467e-07 -8.59316e-09 -1.05339e-07 -4.5802e-07 -4.50297e-09 2.13211e-07 4.33638e-10 2.08999e-07 -3.87302e-09 -6.32679e-10 6.48147e-08 9.83537e-08 3.45517e-07 5.64873e-07 8.37778e-09 9.56718e-08
internal_weight=0 3100 3080 65 3015 2993 2968 102 2866 179 2687 159 2667 2636 185 147 118 56 2451 62 2422 49 2373 2342 335 311 83 58 228 145
internal_count=3121 3100 3080 65 3015 2993 2968 102 2866 179 2687 159 2667 2636 185 147 118 56 2451 62 2422 49 2373 2342 335 311 83 58 228 145
is_linear=0
shrinkage=0.1


Tree=9242
num_leaves=31
num_cat=0
split_feature=132 394 1203 50 46 12 52 133 399 483 483 483 52 3 12 4 483 13 483 157 16 483 473 474 474 1453 12 1429 4 1
split_gain=1.15902e-10 4.50981e-10 3.02307e-10 2.0519e-10 1.04689e-10 1.02129e-10 2.05443e-10 2.95566e-10 1.60023e-10 1.00733e-10 3.34019e-10 1.61398e-10 5.89937e-10 5.93263e-10 2.27241e-10 2.26226e-10 3.42257e-10 3.94732e-10 1.62746e-10 1.05423e-09 6.61078e-10 3.31959e-10 2.2741e-10 1.71815e-10 5.91274e-10 4.34869e-10 3.61344e-10 6.16135e-10 4.98088e-10 6.65069e-10
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.097510000000000013 -0.052299999999999992 0.11527000000000001 0.090645000000000017 -0.37971999999999995 0.087485000000000021 0.12325000000000001 0.13622000000000004 0.10083000000000002 0.12445000000000002 -0.065229999999999996 0.23631000000000002 0.63113500000000011 0.095250000000000015 -0.080759999999999985 0.087520000000000014 -0.083209999999999992 -0.0094449999999999968 0.085765000000000022 -0.07576999999999999 0.088435000000000014 0.089435000000000014 -0.087504999999999986 0.09857500000000001 -0.0061799999999999989 -0.022844999999999997 0.10022000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 -2 6 7 -1 -9 11 -11 14 13 -13 15 16 18 -18 21 -20 -21 22 -6 25 -25 -24 27 -26 -29 -30
right_child=1 -3 -4 -5 9 -7 -8 8 -10 10 -12 12 -14 -15 -16 -17 17 -19 19 20 -22 -23 23 24 26 -27 -28 28 29 -31
leaf_value=-3.8693268606948554e-07 -2.2618294053700086e-07 4.5629526332711316e-07 -4.4102182400251882e-07 -3.3640584717886668e-07 3.332946378231143e-07 2.1435629751209718e-07 1.8385188676164589e-07 1.7140944284695556e-07 -1.0194989589880696e-07 -4.1732909027280631e-07 1.0126136700179174e-07 1.9671553590613968e-07 5.1901427288011554e-07 -4.3782259543041109e-07 -3.2618076894712954e-07 3.2341077436306231e-07 1.050953787026546e-08 -6.0332248281724792e-07 7.7695316008430387e-07 1.6702736971296872e-07 -5.1491423364712407e-07 -3.0897443745997785e-07 -4.5755359394661356e-07 5.3774335881939808e-07 -5.196446411756287e-07 -4.1159059197886352e-10 4.203646489031598e-07 3.8619907481020309e-07 -3.2083027425666478e-07 2.503487179536832e-07
leaf_weight=26 20 22 20 20 21 20 36 33 61 23 27 41 28 23 21 22 22 20 20 44 21 34 21 26 22 2291 20 33 47 36
leaf_count=26 20 22 20 20 21 20 36 33 61 23 27 41 28 23 21 22 22 20 20 44 21 34 21 26 22 2291 20 33 47 36
internal_value=0 5.25309e-09 -7.06733e-08 -3.28827e-08 1.81121e-09 1.60859e-09 -2.56668e-08 -8.85223e-08 -5.98332e-09 3.40391e-09 -1.3729e-07 5.90469e-09 1.36172e-07 -3.13216e-08 1.50022e-09 4.04884e-09 1.42526e-09 -2.81791e-07 5.93782e-09 1.4206e-07 -5.32922e-08 1.4022e-09 5.59481e-09 2.83772e-09 9.58399e-08 -4.56383e-09 2.31216e-08 -3.44499e-08 5.75698e-08 -7.309e-08
internal_weight=0 2905 216 196 2883 176 156 120 94 2863 50 2813 92 64 2721 2700 2678 42 2636 85 65 2551 2517 2496 184 2312 158 138 116 83
internal_count=3121 2905 216 196 2883 176 156 120 94 2863 50 2813 92 64 2721 2700 2678 42 2636 85 65 2551 2517 2496 184 2312 158 138 116 83
is_linear=0
shrinkage=0.1


Tree=9243
num_leaves=31
num_cat=0
split_feature=46 46 1426 1426 47 0 15 3 47 1428 47 4 42 148 447 1 120 2 33 12 133 147 483 483 484 2 160 15 160 1375
split_gain=1.01691e-10 1.4501e-10 1.33262e-10 1.9599e-10 1.20758e-10 8.58612e-10 2.93398e-09 1.32158e-09 7.39588e-10 1.55562e-10 1.49778e-10 2.99723e-10 2.02913e-10 1.4327e-10 2.21691e-10 1.3603e-10 5.84741e-10 3.43261e-10 2.74803e-10 1.91346e-10 5.31508e-10 3.47139e-10 1.81794e-10 2.98084e-10 1.73972e-10 6.07679e-10 1.845e-10 5.18641e-10 2.78014e-10 2.51388e-10
threshold=0.10987500000000001 0.083550000000000013 -0.094284999999999994 -0.061919999999999996 0.092710000000000015 -0.10224499999999999 -0.11033999999999998 -1.0000000180025095e-35 0.090100000000000013 0.092095000000000024 0.11939500000000002 0.058735000000000009 0.094165000000000013 -0.10069499999999999 0.094580000000000011 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 -0.012019999999999998 0.12757000000000002 0.017095000000000003 0.096620000000000011 -0.47181499999999993 -0.25327999999999995 -0.23687999999999995 0.089320000000000024 0.10908000000000002 -0.069954999999999989 0.10396000000000001 0.089070000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 6 -6 10 9 13 12 -12 -7 -5 15 16 17 18 -15 21 -21 22 -20 -24 25 -25 28 -28 29 -26
right_child=-2 -3 3 4 5 7 -8 -9 -10 -11 11 -13 -14 14 -16 -17 -18 -19 19 20 -22 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=2.4578029328123111e-07 2.1423794061609609e-07 -2.2806136341963729e-07 -2.5556034984219881e-07 2.1121807023405383e-07 2.495249721481867e-08 -3.6484155000352767e-08 -1.3545382230296084e-06 7.5993385154482027e-07 5.8538100924982419e-07 2.51506921699729e-07 3.950342004156396e-07 -1.1742512094770064e-07 -3.4374214132198567e-07 3.3756399015298181e-07 -2.8153907294381497e-07 2.4895591030310075e-07 -4.7260900080968988e-07 4.1668977601716506e-07 2.5123638991431108e-07 -5.4020302400203943e-07 8.6627138597900596e-08 3.7243110887175138e-07 -3.8950037392737616e-07 -1.7645312055947215e-07 -1.3554438589221035e-09 5.6680709483523317e-07 -4.6400762295390102e-07 1.1924513880027615e-07 2.9173933446813294e-07 -3.0286721062517633e-07
leaf_weight=22 22 28 30 32 58 124 21 23 22 25 21 25 26 24 28 22 26 20 28 24 31 25 20 22 2229 22 31 30 32 28
leaf_count=22 22 28 30 32 58 124 21 23 22 25 21 25 26 24 28 22 26 20 28 24 31 25 20 22 2229 22 31 30 32 28
internal_value=0 -1.51944e-09 5.46063e-10 -1.22342e-09 1.30394e-09 -5.91303e-08 -3.41748e-07 4.28184e-08 7.92261e-09 3.21565e-09 -4.13329e-08 1.16524e-07 -8.97422e-08 8.94303e-10 -1.65315e-09 1.34487e-09 -7.5677e-10 4.02427e-09 7.82597e-10 -2.4223e-09 -1.86899e-07 1.69047e-09 -2.10499e-09 -5.0435e-09 -1.83166e-09 1.95177e-07 -5.52034e-09 -1.77162e-07 -9.46224e-10 -5.09595e-09
internal_weight=0 3099 3071 3049 3019 298 79 219 2721 2699 196 46 150 2674 2642 2614 2592 2566 2546 2522 55 2467 2442 2414 2394 44 2350 61 2289 2257
internal_count=3121 3099 3071 3049 3019 298 79 219 2721 2699 196 46 150 2674 2642 2614 2592 2566 2546 2522 55 2467 2442 2414 2394 44 2350 61 2289 2257
is_linear=0
shrinkage=0.1


Tree=9244
num_leaves=31
num_cat=0
split_feature=448 447 1365 1366 43 1371 43 1374 151 151 13 13 3 160 1446 2 13 151 4 43 151 15 43 43 15 457 52 16 16 0
split_gain=1.01021e-10 1.9243e-10 1.037e-10 1.24923e-10 1.23615e-10 5.80891e-10 5.69049e-10 4.50919e-10 7.81556e-10 3.32892e-10 3.11121e-10 7.70823e-10 7.07655e-10 3.33863e-10 6.49813e-10 6.86395e-10 4.51299e-10 2.91701e-10 3.61728e-10 5.02445e-10 1.21748e-09 5.50904e-10 8.82318e-10 5.74846e-10 7.71601e-10 4.19937e-10 4.46292e-10 5.16076e-10 5.11879e-10 4.27739e-10
threshold=0.068920000000000023 0.097325000000000009 0.087370000000000017 -0.083699999999999983 -0.081944999999999976 0.083235000000000017 -0.082144999999999982 0.088460000000000011 -0.53100499999999984 -0.40381499999999992 -0.089109999999999981 -0.087714999999999987 -0.098469999999999988 -0.089974999999999986 0.037915000000000011 0.08734500000000002 -0.086919999999999983 -0.14575499999999997 -0.015624999999999998 -0.086304999999999979 -0.084304999999999977 -0.008624999999999999 -0.088909999999999989 -0.095589999999999994 -0.069954999999999989 -0.082284999999999983 0.10347000000000002 -0.08231999999999999 -0.080954999999999985 -0.079984999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 9 7 8 -5 -6 12 -12 -10 14 15 -13 -15 -18 25 21 -21 22 23 24 -20 -19 27 -27 -29 -30
right_child=-2 -3 -4 4 5 -7 -8 -9 10 -11 11 13 -14 16 -16 -17 17 18 19 20 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-2.166320827941322e-07 -2.240196283764817e-07 3.0313259512262277e-07 1.7847218334310357e-07 -5.9459726295634552e-07 3.9811295501124281e-07 -5.2443348450155598e-07 5.5892629504228351e-07 4.8814079974590644e-07 6.3831037061384676e-08 -1.1773066061923962e-08 6.2424698486748558e-07 6.34377534581966e-07 -6.6296797253276712e-07 -4.414674779325098e-07 -3.2389147076541816e-07 7.849158508136121e-08 3.3116008005941294e-07 5.100213502373663e-07 -9.1572246210934405e-08 -9.3978099083745868e-07 -2.5159523456856079e-08 -4.7658473854219419e-07 6.2940300969548062e-07 -3.9577669330061759e-07 5.4764274400790441e-07 -3.4592159289098387e-07 4.7921035469958693e-07 5.400288303292201e-07 -1.9029877841652318e-07 1.1509666503882768e-07
leaf_weight=27 20 21 32 21 20 22 20 20 37 2133 22 36 21 23 21 58 27 20 69 22 43 22 23 34 26 37 21 20 70 133
leaf_count=27 20 21 32 21 20 22 20 20 37 2133 22 36 21 23 21 58 27 20 69 22 43 22 23 34 26 37 21 20 70 133
internal_value=0 1.44942e-09 -6.0751e-10 -2.48761e-09 -5.73709e-10 -1.31895e-08 3.18606e-08 1.90987e-08 7.45994e-09 -7.96549e-09 2.35659e-08 4.13478e-08 -1.9932e-07 2.3158e-08 1.79029e-07 2.91384e-07 -7.2237e-09 1.03911e-08 -5.64732e-09 -9.74971e-08 -3.34724e-07 -8.87802e-09 5.88164e-08 -4.29161e-08 8.33708e-08 6.72833e-08 3.57717e-08 -4.45399e-11 5.73431e-08 9.78789e-09
internal_weight=0 3101 3080 3048 3021 2175 846 826 806 2153 785 727 58 705 115 94 590 567 540 239 65 174 152 129 95 301 281 260 223 203
internal_count=3121 3101 3080 3048 3021 2175 846 826 806 2153 785 727 58 705 115 94 590 567 540 239 65 174 152 129 95 301 281 260 223 203
is_linear=0
shrinkage=0.1


Tree=9245
num_leaves=31
num_cat=0
split_feature=473 156 1429 1420 156 1428 46 1429 1429 42 97 374 120 33 154 483 42 42 484 482 483 483 0 4 483 483 15 12 472 1429
split_gain=9.62408e-11 1.85134e-10 1.39459e-10 3.67927e-10 1.19555e-10 1.97639e-10 1.03793e-10 1.38609e-10 1.48528e-10 1.95968e-10 1.1903e-10 3.14411e-10 2.55624e-10 2.01977e-10 1.85073e-10 2.22273e-10 1.23778e-09 4.69761e-10 4.37368e-10 4.00784e-10 1.44708e-09 5.14638e-10 3.8555e-10 3.77137e-10 2.77583e-10 3.68791e-10 7.02078e-10 7.68895e-10 3.12687e-10 2.36985e-10
threshold=0.076475000000000001 -0.093169999999999989 0.12451000000000002 -0.085599999999999996 0.3248100000000001 0.094820000000000015 0.10123000000000001 -0.094049999999999981 -0.060529999999999994 0.084435000000000024 -0.086464999999999986 0.08987500000000001 0.090440000000000006 -0.044254999999999996 0.084190000000000001 0.10083000000000002 0.096610000000000015 0.094010000000000024 -0.053834999999999994 0.089605000000000018 0.088610000000000008 0.096460000000000018 -0.086074999999999985 -0.014149999999999998 0.094820000000000002 0.087520000000000014 -0.0096849999999999974 0.085440000000000016 -0.081429999999999989 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 9 -9 -10 12 13 -12 15 19 17 18 -17 21 23 24 -20 -21 25 28 27 -27 -15 -30
right_child=-2 2 -4 4 -6 -7 -8 8 10 -11 11 -13 -14 14 -16 16 -18 -19 22 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=2.1842076365921973e-07 -1.6031809622063522e-07 -4.197892854747243e-07 2.5001612077605018e-07 -2.3212913147902397e-07 -2.3752122561269236e-07 2.8772883643076364e-07 1.8785494948415676e-07 -4.3033898442618444e-08 -2.3475078811750129e-07 3.7526224320553564e-07 3.0676840061633337e-07 3.1547778704524748e-07 -3.6097853040928384e-07 -3.8447728394947433e-07 -3.0027286619488655e-07 -1.9288764162202674e-07 7.143940156392351e-07 -4.7048482173295273e-07 1.2902271552005776e-08 -2.9935225727043599e-07 -9.421982594761045e-07 4.9138736065130964e-07 5.8899541210437402e-07 2.1369686674245861e-07 -3.5937062350590377e-07 8.1493267157384254e-07 -2.8011190863708183e-07 3.8217066844481451e-08 -1.3380399856732687e-08 1.239767608153311e-07
leaf_weight=39 37 21 22 26 21 24 29 21 22 24 21 31 20 22 21 36 28 20 26 23 21 21 21 38 22 25 20 26 2260 133
leaf_count=39 37 21 22 26 21 24 29 21 22 24 21 31 20 22 21 36 28 20 26 23 21 21 21 38 22 25 20 26 2260 133
internal_value=0 1.92583e-09 -8.47014e-10 -2.67268e-09 2.4519e-10 1.92016e-09 -3.99555e-10 -2.2641e-09 -2.04659e-10 1.80057e-07 -3.04393e-09 -1.24585e-09 -4.74743e-09 -2.1883e-09 -4.5365e-09 -2.27157e-09 1.24838e-07 -3.543e-08 6.94025e-08 -8.64894e-09 -2.26229e-07 -1.59414e-09 2.70306e-07 2.02521e-08 -5.72198e-09 -2.59235e-09 2.22038e-07 4.1896e-07 -9.1964e-09 -5.74626e-09
internal_weight=0 3084 3045 3023 3002 2981 2957 2928 2902 45 2857 2835 2804 2784 2763 2742 131 103 83 2611 82 2529 47 61 2508 2486 71 51 2415 2393
internal_count=3121 3084 3045 3023 3002 2981 2957 2928 2902 45 2857 2835 2804 2784 2763 2742 131 103 83 2611 82 2529 47 61 2508 2486 71 51 2415 2393
is_linear=0
shrinkage=0.1


Tree=9246
num_leaves=31
num_cat=0
split_feature=40 130 120 33 43 43 1 43 16 1375 1375 12 42 457 12 13 4 51 0 151 3 2 0 4 133 13 0 43 52 49
split_gain=9.70596e-11 2.23019e-10 1.66129e-10 1.62699e-10 1.15682e-10 7.21507e-10 2.11108e-09 5.28204e-10 3.00163e-10 5.46861e-10 6.10365e-10 3.14568e-10 8.17849e-10 7.99168e-10 5.27126e-10 5.05591e-10 3.754e-10 3.82442e-10 3.74734e-10 4.51884e-10 5.58789e-10 9.9109e-10 4.96366e-10 7.40274e-10 8.82963e-10 4.10554e-10 3.98655e-10 3.7315e-10 2.85079e-10 3.88963e-10
threshold=-0.24620999999999996 -0.22699999999999995 0.091385000000000008 -0.044254999999999996 -0.077824999999999991 -0.076834999999999987 0.088875000000000023 -0.078139999999999973 -0.008904999999999998 -0.15308499999999997 -0.074434999999999987 0.083985000000000018 0.083995000000000014 0.041220000000000007 0.08493500000000001 -0.085964999999999986 -0.025314999999999994 -0.025879999999999997 -0.084269999999999984 -0.090064999999999992 -0.094874999999999987 0.094215000000000007 -0.08095999999999999 -0.022844999999999997 0.088625000000000009 -0.082904999999999993 -0.077259999999999981 -0.081779999999999978 -0.14765999999999999 -0.13330999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 6 -6 8 9 -5 -11 12 13 16 -13 -16 -10 -18 25 -20 21 -21 -22 26 -25 -17 -24 -28 -12 -30
right_child=1 2 -4 4 5 -7 -8 -9 11 10 28 14 -14 -15 15 18 17 -19 19 20 22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=2.1958677052680288e-07 -3.1867583668475745e-07 2.760915484551723e-07 2.5255611039763327e-07 5.3786178469912875e-07 2.6737668211548488e-07 -8.897549690441766e-09 -1.1681773182914414e-06 5.0787955840095575e-07 5.699357455657059e-08 -4.8859198189109613e-07 3.9062098871056606e-07 3.6434842311589618e-07 -7.6905494847068215e-07 4.4958163633662914e-07 -5.0201246324377282e-07 5.6720012691714925e-07 -6.4243896352528047e-07 -9.3807898515763102e-08 -4.9878672421434868e-07 -9.6066243078970115e-08 3.0526978602922655e-07 8.1272857983094597e-07 -3.5446934548565918e-07 -1.3309293868028014e-07 -1.0168815583710965e-06 3.7073828333215419e-08 3.8408769485981948e-07 -1.5527479826746656e-07 4.0116773942012018e-07 2.4506784568024817e-08
leaf_weight=20 22 21 26 23 21 1901 20 22 31 21 25 36 20 23 22 21 27 24 22 30 23 20 23 26 20 48 29 23 29 502
leaf_count=20 22 21 26 23 21 1901 20 22 31 21 25 36 20 23 22 21 27 24 22 30 23 20 23 26 20 48 29 23 29 502
internal_value=0 -1.41732e-09 8.49546e-10 -1.29404e-09 -3.21525e-09 -1.78491e-08 -4.32894e-07 2.28571e-08 1.2866e-08 5.9687e-08 4.06263e-08 -4.71609e-08 -1.82969e-07 -7.13339e-08 2.332e-09 -4.01194e-08 -2.17444e-07 -3.8426e-07 -4.46453e-09 -6.92738e-08 -2.05661e-08 2.67452e-07 -1.20572e-07 -2.01518e-07 -5.17349e-07 1.98417e-07 -7.80763e-09 1.45524e-07 6.06147e-08 4.50777e-08
internal_weight=0 3101 3079 3053 3032 1942 41 1090 1068 600 577 468 125 105 343 307 82 51 285 216 194 50 144 121 46 69 75 52 556 531
internal_count=3121 3101 3079 3053 3032 1942 41 1090 1068 600 577 468 125 105 343 307 82 51 285 216 194 50 144 121 46 69 75 52 556 531
is_linear=0
shrinkage=0.1


Tree=9247
num_leaves=31
num_cat=0
split_feature=130 40 120 33 10 0 0 10 1 45 142 13 13 13 0 402 158 12 1 51 0 402 4 52 16 403 402 4 133 133
split_gain=1.1485e-10 1.76366e-10 1.271e-10 1.32218e-10 1.14393e-10 1.24851e-09 1.82029e-09 8.03922e-10 4.90524e-10 1.64154e-10 2.37526e-10 9.77831e-11 1.03003e-09 5.23997e-10 4.62115e-10 4.87149e-10 4.63696e-10 5.06325e-10 6.87178e-10 3.41177e-10 2.17721e-10 2.15309e-10 2.14201e-10 1.91465e-10 7.14786e-10 3.92476e-10 4.69196e-10 6.25171e-10 5.65274e-10 1.58055e-09
threshold=-0.23123999999999997 -0.24290999999999999 0.091385000000000008 -0.044254999999999996 -0.0091199999999999979 -0.10224499999999999 -0.086554999999999979 -0.084119999999999986 0.11353000000000001 0.094030000000000016 -1.0000000180025095e-35 -0.097224999999999992 -0.099939999999999987 -0.094514999999999988 0.041630000000000007 0.087880000000000014 0.085620000000000016 0.083310000000000009 0.10781 0.090230000000000019 -0.10151999999999999 0.083170000000000008 0.25615500000000008 0.092320000000000013 0.15891500000000003 -0.52800499999999995 0.024785000000000005 -0.064054999999999987 0.085355000000000014 0.090665000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 8 -8 10 -6 12 14 21 15 16 17 18 -12 -20 22 -13 -19 -15 25 -25 28 -28 -27 -30
right_child=1 2 -4 4 9 6 7 -9 -10 -11 11 13 -14 23 -16 -17 -18 20 19 -21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=2.2263086768124716e-07 -2.9765372687506898e-07 2.484823734708438e-07 2.2482488770947386e-07 -7.2748961724755655e-07 3.3052500586191772e-07 8.6372444795560197e-07 4.523471809392277e-07 -6.0699832178872587e-07 -2.12086154078861e-07 -2.178222500253255e-07 -6.3137147053821697e-07 -5.9314423680234544e-07 6.9798669130087238e-07 1.5006020868508709e-08 4.260002564115479e-07 -5.156953419316323e-07 3.387893242494797e-07 3.8358648478218613e-07 -2.0712405714107264e-07 2.9872482315340676e-07 -1.0165903241217635e-07 -1.3979910730458043e-07 -2.8846249140457302e-08 -4.6192092781893736e-07 -5.851727861975557e-07 -1.2647084037381708e-07 6.7962776390893193e-07 -4.4678244010426105e-08 6.5306954915911325e-07 -6.2622772947794079e-08
leaf_weight=23 20 21 25 25 22 22 20 27 25 34 29 20 23 1983 23 20 34 34 40 20 31 22 20 20 24 291 22 26 40 135
leaf_count=23 20 21 25 25 22 22 20 27 25 34 29 20 23 1983 23 20 34 34 40 20 31 22 20 20 24 291 22 26 40 135
internal_value=0 -1.65799e-09 2.65313e-10 -1.57353e-09 -3.30545e-09 -9.94073e-08 6.76359e-08 -1.75613e-07 8.32176e-08 6.20443e-10 3.20018e-09 6.79648e-10 5.74817e-08 -5.34581e-09 -1.21003e-09 -4.43058e-08 1.02012e-09 -6.49808e-08 -2.31688e-07 -3.85078e-08 1.09572e-07 -3.55678e-07 2.30834e-07 4.44803e-10 -5.13023e-08 -2.73081e-08 -1.03971e-08 2.87295e-07 -4.10607e-08 1.00964e-07
internal_weight=0 3098 3078 3053 3032 119 94 72 45 2913 2879 2857 274 2583 251 228 208 174 89 60 85 42 54 2541 558 534 514 48 466 175
internal_count=3121 3098 3078 3053 3032 119 94 72 45 2913 2879 2857 274 2583 251 228 208 174 89 60 85 42 54 2541 558 534 514 48 466 175
is_linear=0
shrinkage=0.1


Tree=9248
num_leaves=31
num_cat=0
split_feature=40 130 42 48 2 52 42 3 402 0 133 12 133 1209 1456 153 159 48 160 150 150 150 12 12 12 2 48 52 42 48
split_gain=9.47719e-11 2.03991e-10 1.46678e-10 9.96397e-11 5.62559e-10 4.37931e-10 1.58618e-10 2.36297e-10 1.92555e-10 3.98659e-10 2.51988e-10 1.01421e-09 4.65765e-10 4.85354e-10 1.35934e-10 2.13734e-10 1.79691e-10 1.72361e-10 5.54921e-10 3.71338e-10 1.33528e-09 9.78394e-10 5.04548e-10 7.20753e-10 5.45314e-10 4.49202e-10 6.762e-10 6.68334e-10 3.11661e-10 2.66519e-10
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.12474000000000002 0.11215000000000001 -0.049749999999999996 0.12293000000000001 -0.05647499999999999 -0.45454999999999995 -0.077084999999999987 0.41553500000000004 0.097575000000000009 0.40431 -0.097919999999999993 0.11510000000000002 0.08351500000000002 0.096890000000000018 0.089670000000000014 -0.4136149999999999 0.090480000000000019 0.099590000000000026 0.08486500000000001 0.094435000000000005 0.090545000000000014 0.098810000000000023 0.10402500000000002 0.10911000000000001 -0.0027449999999999996 0.086135000000000003 0.087555000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -6 8 -8 9 -3 12 -12 13 -10 15 17 -16 29 -19 21 -21 22 23 25 -24 27 -27 28 -20 -15
right_child=1 2 -4 4 5 -7 7 -9 10 -11 11 -13 -14 14 16 -17 -18 18 19 20 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=2.1698779619327977e-07 -3.0481887333425306e-07 -1.1281177611029612e-07 2.4702263387392044e-07 5.4259307634393654e-07 -4.3274044614349805e-07 1.1937728215274565e-07 -3.7703579209846798e-07 2.689139927033087e-08 -4.8440011282547771e-07 3.694236655604755e-07 -7.8700947049981105e-07 9.6856452256742081e-08 3.616219825224627e-07 2.3021650126879478e-09 3.8321300621646515e-07 -3.2233725908965772e-07 -3.5610107573802456e-08 -5.681248515949327e-07 3.5256058829457384e-08 7.1315464319573387e-07 -3.0032431412179837e-07 -7.2397027001226315e-07 -6.9687893777708749e-07 6.1371740287086143e-07 3.2730985140005939e-08 8.8360716339909989e-08 -6.8711586245419971e-07 4.387714564223365e-07 -4.2252707231682514e-07 2.3568070932356021e-07
leaf_weight=20 22 30 24 22 20 51 28 30 21 40 20 37 35 2294 21 21 20 21 58 26 26 22 21 20 20 23 22 36 20 50
leaf_count=20 22 30 24 22 20 51 28 30 21 40 20 37 35 2294 21 21 20 21 58 26 26 22 21 20 20 23 22 36 20 50
internal_value=0 -1.39614e-09 7.71866e-10 -1.16267e-09 1.00758e-07 -3.61488e-08 -4.36274e-09 -1.68108e-07 -1.09235e-09 1.62751e-07 -5.1393e-09 -2.13272e-07 -8.67224e-10 -5.49418e-09 -1.79811e-09 -4.56266e-09 1.78909e-07 -2.05297e-09 -7.15049e-08 -3.6032e-08 2.06415e-07 -8.81281e-08 -2.45439e-08 4.7934e-08 -3.40972e-07 -2.32338e-08 -2.90761e-07 8.23691e-08 -8.21242e-08 7.28038e-09
internal_weight=0 3101 3079 3055 93 71 2962 58 2904 70 2834 57 2777 2742 2721 2680 41 2659 315 294 52 242 220 179 41 159 45 114 78 2344
internal_count=3121 3101 3079 3055 93 71 2962 58 2904 70 2834 57 2777 2742 2721 2680 41 2659 315 294 52 242 220 179 41 159 45 114 78 2344
is_linear=0
shrinkage=0.1


Tree=9249
num_leaves=31
num_cat=0
split_feature=130 40 1209 401 1210 16 1210 1209 12 1208 1208 1211 50 1211 2 1211 1209 42 1213 15 52 43 42 43 1213 12 1212 1213 401 1213
split_gain=1.13962e-10 1.64406e-10 1.09126e-10 1.43165e-10 2.76428e-10 5.2737e-10 2.37435e-10 1.92994e-10 1.50668e-10 1.474e-10 1.62812e-10 1.19025e-10 1.02611e-09 2.52499e-10 2.2636e-10 1.59258e-10 1.31822e-10 2.56592e-10 1.18401e-10 3.82592e-10 3.11696e-10 4.24396e-10 3.39795e-10 2.41759e-10 1.45722e-10 9.16718e-10 7.37089e-10 3.05374e-10 2.77502e-10 2.00775e-10
threshold=-0.23123999999999997 -0.24290999999999999 -0.14444499999999996 0.13767000000000004 -0.13847499999999999 -0.080954999999999985 -0.090569999999999998 -0.089214999999999989 0.15120000000000003 0.11846000000000001 0.10480500000000002 0.11048500000000001 0.096900000000000014 0.092635000000000009 0.088055000000000008 0.087635000000000005 0.087485000000000021 0.085010000000000016 -0.086394999999999986 0.09116500000000001 0.088185000000000013 0.0016850000000000001 0.08511500000000001 -0.0098449999999999979 -0.077179999999999985 0.089300000000000004 0.088215000000000016 -0.060974999999999994 -0.06959499999999999 -0.0038499999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6 -8 9 10 11 13 14 15 -13 16 18 -18 19 20 21 22 23 -9 25 26 -20 -26 -29 -30
right_child=1 2 3 -5 6 -7 7 8 -10 -11 -12 12 -14 -15 -16 -17 17 -19 24 -21 -22 -23 -24 -25 27 -27 -28 28 29 -31
leaf_value=2.2177474573689562e-07 -2.8742862525632521e-07 2.3303928273321617e-07 6.277440921564904e-07 -2.6798330793553759e-07 -3.3823881776264728e-07 -7.4378477452425975e-08 -3.1039724490256049e-07 -3.3127985026883679e-07 2.7483183856702453e-07 2.6341324753177885e-07 -2.868111381815197e-07 -3.492488866146707e-07 6.9865428920159254e-07 -2.598703057281838e-07 6.4800780219889761e-08 2.4599267826138555e-07 -1.6141452106715637e-08 3.8180537883428883e-07 1.7709409071450275e-07 -4.8779149946789231e-07 2.3818254558963501e-07 2.8521969500702869e-07 -5.2579039765987542e-07 9.1062673996675324e-08 -3.2789904823544181e-07 6.4945443559357346e-07 -5.7640283671389633e-07 3.4423832824645815e-07 -2.3915366595714562e-07 -1.2002824160800278e-09
leaf_weight=23 20 20 20 20 21 23 20 23 20 21 20 23 22 38 31 26 43 26 37 21 33 21 25 33 29 24 20 23 36 2359
leaf_count=23 20 20 20 20 21 23 20 23 20 21 20 23 22 38 31 26 43 26 37 21 33 21 25 33 29 24 20 23 36 2359
internal_value=0 -1.64507e-09 2.11874e-10 -1.31087e-09 4.4471e-10 2.5219e-07 -3.16967e-09 -8.03676e-10 1.29242e-09 -5.72197e-10 -2.47528e-09 -5.09603e-10 1.2298e-07 -3.84124e-09 -1.11554e-07 -3.40303e-10 -2.66673e-09 1.3381e-07 -6.17525e-09 -9.07251e-08 -2.89592e-08 -1.15387e-07 -2.19248e-07 -8.23994e-08 -9.57776e-10 1.31004e-07 -8.72908e-08 -5.32595e-09 -1.4572e-09 -4.77703e-09
internal_weight=0 3098 3078 3058 3038 43 2995 2974 2954 2934 2913 2893 76 2817 54 2779 2753 69 2684 156 135 102 81 56 2528 81 57 2447 2418 2395
internal_count=3121 3098 3078 3058 3038 43 2995 2974 2954 2934 2913 2893 76 2817 54 2779 2753 69 2684 156 135 102 81 56 2528 81 57 2447 2418 2395
is_linear=0
shrinkage=0.1


Tree=9250
num_leaves=31
num_cat=0
split_feature=1203 16 12 1186 403 132 394 1185 50 1204 399 1212 1212 158 159 15 3 2 403 43 1212 131 131 1447 480 3 13 15 130 4
split_gain=1.0447e-10 2.09924e-10 1.79259e-10 1.34684e-10 5.60694e-10 3.98528e-10 3.69676e-09 3.22605e-09 1.6141e-10 1.27361e-10 2.01463e-10 1.19765e-10 7.13942e-10 4.69784e-10 7.77434e-10 2.56992e-10 4.69523e-10 3.98526e-10 6.41373e-10 7.23678e-10 1.56267e-10 1.46147e-10 5.04788e-10 7.48357e-10 2.62926e-10 7.50538e-10 2.58689e-10 8.74112e-10 2.64067e-10 7.32102e-10
threshold=0.090185000000000001 -0.074319999999999983 0.090020000000000017 0.057025000000000006 -0.0014349999999999999 -0.083284999999999984 0.0041850000000000004 -1.0000000180025095e-35 0.097510000000000013 -1.0000000180025095e-35 -0.084269999999999984 0.087505000000000013 0.086140000000000008 0.10874500000000002 -0.017094999999999996 0.093115000000000017 -0.077104999999999993 0.082850000000000021 -0.088034999999999988 -0.008069999999999999 0.040035000000000008 0.090690000000000007 0.090150000000000022 0.059120000000000013 0.10344000000000002 -0.075634999999999994 -0.077944999999999987 -0.0072999999999999992 0.092225000000000015 -0.067104999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 6 8 -7 -1 10 -9 12 20 14 -13 17 -17 -16 -19 -20 21 22 23 24 -11 -26 27 -23 29 -28
right_child=1 -3 -4 4 -6 7 -8 9 -10 11 -12 13 -14 -15 15 16 -18 18 19 -21 -22 26 -24 -25 25 -27 28 -29 -30 -31
leaf_value=2.4494448838788529e-08 1.7472374604263106e-07 3.6828600425154865e-07 -2.098195732390774e-07 -4.7865049244440648e-07 3.80671488236268e-08 -1.2432037549171496e-06 1.4271209701632871e-06 -7.3387728131516875e-08 -2.784253621257449e-07 -1.1213777160677996e-08 3.3635076593136708e-07 -5.7083747130093353e-07 -5.3973211817037743e-07 4.9718541168144647e-07 -1.7759260944562637e-07 -4.1781944037921903e-07 2.1445789496718374e-07 -9.9750229248291536e-09 9.78021404307583e-07 1.9043293936046473e-07 2.0132885267869556e-07 2.8478848443924678e-08 -4.6119168177938267e-07 4.3058385529841303e-07 1.2038286845002707e-07 -5.9949833968175887e-07 -4.4480984720885815e-07 7.1657563296412272e-07 3.272737559001371e-07 6.9408315668666059e-08
leaf_weight=146 27 23 22 30 70 21 20 21 20 2031 28 20 25 23 26 24 23 44 20 28 37 80 25 38 30 28 37 24 20 110
leaf_count=146 27 23 22 30 70 21 20 21 20 2031 28 20 25 23 26 24 23 44 20 28 37 80 25 38 30 28 37 24 20 110
internal_value=0 1.19057e-07 2.07164e-09 -2.81356e-09 -1.16948e-07 1.05673e-09 1.42742e-07 -8.4813e-09 -1.20019e-08 9.75003e-10 1.60749e-07 -1.93213e-09 -8.03334e-09 7.09597e-08 1.79695e-08 8.934e-08 -1.08407e-07 1.68104e-07 2.65801e-07 5.18595e-07 -2.62989e-09 -5.74441e-09 -1.44597e-08 -9.20896e-09 -1.7209e-08 -2.27146e-07 6.34633e-08 1.8727e-07 -1.36382e-08 -6.00207e-08
internal_weight=0 72 49 3049 100 2949 186 2763 166 2742 49 2693 2485 208 185 165 47 118 92 48 2460 2423 2152 2127 2089 58 271 104 167 147
internal_count=3121 72 49 3049 100 2949 186 2763 166 2742 49 2693 2485 208 185 165 47 118 92 48 2460 2423 2152 2127 2089 58 271 104 167 147
is_linear=0
shrinkage=0.1


Tree=9251
num_leaves=31
num_cat=0
split_feature=132 1185 394 50 43 43 0 13 15 2 160 41 41 34 13 13 13 52 2 16 16 1 39 9 10 403 1212 43 402 13
split_gain=1.0451e-10 6.01814e-10 2.54238e-10 1.93096e-10 1.06061e-10 2.29577e-10 5.43812e-10 2.19514e-10 2.06686e-10 2.91577e-10 1.81729e-10 1.48156e-10 2.80632e-10 1.92444e-10 2.26015e-10 7.12849e-10 4.22708e-10 4.07045e-10 3.44639e-10 5.12821e-10 6.71385e-10 3.49737e-10 1.91158e-10 5.7077e-10 4.88636e-10 1.82131e-10 4.80543e-10 2.88674e-09 1.56459e-09 2.19128e-10
threshold=-0.083174999999999985 -0.014244999999999999 0.013605000000000001 0.09227500000000001 0.16180500000000003 0.084740000000000024 -0.097274999999999986 -0.0090849999999999976 0.089595000000000022 0.088745000000000004 -0.063384999999999983 0.088520000000000015 0.082095000000000015 -0.112215 -0.097224999999999992 -0.099939999999999987 -0.094514999999999988 0.11434500000000002 0.094215000000000007 -0.25582999999999995 -0.087484999999999993 0.11507500000000002 -1.0000000180025095e-35 0.092235000000000011 0.046740000000000011 0.62200000000000011 -0.089544999999999986 -0.0047449999999999992 0.23460000000000003 -0.091559999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 11 -7 8 9 -6 -8 12 13 -3 15 17 -16 18 -15 -20 -21 -22 -18 24 25 26 27 -24 29 -28
right_child=1 4 -4 -5 7 6 10 -9 -10 -11 -12 -13 -14 14 16 -17 22 -19 19 20 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=7.0700268444288038e-09 5.1455343489816068e-07 -2.9871920657699651e-07 -3.9720939152435422e-07 -2.8035773817060139e-07 6.9592964826789768e-09 -4.9943687720828633e-07 2.3892160201781237e-07 -2.0603099272875623e-07 -4.8487073933678465e-08 4.4393741917873914e-07 -9.9436484559016228e-08 -1.9309333521128363e-07 3.6144100063624638e-07 1.9510644965034124e-07 -3.1768970211758301e-07 6.5908960182458122e-07 2.7743325807705329e-07 4.0722153646409145e-07 -5.1052112428788648e-07 5.0035389840275004e-07 -4.5148141089157438e-07 6.310699721520255e-08 -4.4178279971163189e-07 -4.5766157812623633e-07 4.4450313816923887e-07 -2.5349755666021725e-07 2.1085637318662978e-07 9.0405758896849879e-07 -8.2522574550002108e-07 -9.7765116204552566e-10
leaf_weight=174 23 21 21 27 26 31 22 20 32 37 57 38 22 49 42 21 25 26 26 20 25 28 30 27 25 28 50 34 23 2091
leaf_count=174 23 21 21 27 26 31 22 20 32 37 57 38 22 49 42 21 25 26 26 20 25 28 30 27 25 28 50 34 23 2091
internal_value=0 5.06101e-09 -6.61301e-08 -3.15397e-08 9.86492e-10 -2.93273e-09 -1.44492e-07 9.50819e-08 1.58474e-07 2.63597e-07 -5.21018e-09 2.94111e-09 5.79197e-09 2.77218e-09 5.23573e-09 1.0873e-07 -3.26169e-09 4.23073e-08 -2.17993e-08 -1.29157e-07 6.67176e-09 -1.79623e-07 2.39882e-09 -5.80322e-10 4.83011e-09 -4.21541e-11 3.1431e-09 2.73195e-07 -4.84364e-09 3.96943e-09
internal_weight=0 2899 222 201 2876 2761 110 115 95 63 79 2651 2613 2591 2570 195 2375 174 148 99 73 53 2333 2308 2281 2256 2228 64 2164 2141
internal_count=3121 2899 222 201 2876 2761 110 115 95 63 79 2651 2613 2591 2570 195 2375 174 148 99 73 53 2333 2308 2281 2256 2228 64 2164 2141
is_linear=0
shrinkage=0.1


Tree=9252
num_leaves=31
num_cat=0
split_feature=1209 1212 1212 1213 42 3 12 402 15 1210 401 1212 1209 1213 1210 402 402 391 130 1213 16 399 132 1211 1210 129 130 130 448 1185
split_gain=1.30079e-10 1.20656e-10 9.87517e-10 1.0729e-09 2.34024e-09 7.70744e-10 4.50138e-10 1.84648e-10 4.06925e-10 1.89251e-10 1.48469e-10 3.29206e-10 1.59611e-10 2.01881e-10 3.25693e-10 2.1288e-10 4.71221e-10 4.39122e-10 2.38469e-10 2.44923e-10 7.38291e-10 2.64869e-10 4.39497e-09 3.69776e-10 2.83123e-10 2.21005e-10 1.52894e-10 3.11086e-10 1.71359e-10 1.45443e-10
threshold=-0.14444499999999996 -0.073259999999999978 -0.089544999999999986 -0.090764999999999985 0.086730000000000015 -0.081459999999999991 0.088795000000000013 -0.45454999999999995 0.093575000000000019 0.15724500000000002 -0.099524999999999988 -0.009474999999999999 -0.077594999999999983 -0.24064499999999997 -0.13847499999999999 0.11174500000000002 0.10708500000000001 -0.088134999999999977 0.13302000000000003 0.10050000000000002 -0.082404999999999992 0.091580000000000009 -0.083284999999999984 0.091735000000000011 -0.082214999999999983 -0.075474999999999987 0.11155500000000002 0.10284500000000001 0.030280000000000001 0.093750000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 -3 10 -9 -12 -13 -14 -15 16 17 -16 19 21 -21 23 -23 24 -19 -26 27 28 29 -27
right_child=1 7 -4 4 -6 6 -8 9 -10 -11 11 12 13 14 15 -17 -18 18 -20 20 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=2.5421099138611679e-07 -6.3060139132176115e-07 -6.1435157287329875e-08 -5.2565099169809268e-07 -1.7623074039416109e-07 1.2509614122180324e-06 3.9045580241360194e-07 -1.7269863981539403e-07 -2.1271141286138829e-07 4.3283264156182286e-07 -3.0722208094857705e-07 3.7268883457860137e-07 2.3411041834621975e-07 -2.641759994146704e-07 3.2874195511567454e-07 -4.7017968938689593e-07 -2.6311755930457307e-07 4.6134774881972426e-07 -3.2779830268973109e-07 3.2075871583559924e-07 1.6477401904216221e-07 -5.3186000652516447e-07 9.3938236328404576e-07 -7.148034819496828e-07 -4.2097632263535386e-07 3.1246457865563571e-07 5.1303551967432429e-09 -2.0955051671394894e-07 3.2399687256656766e-07 -2.6048400582112664e-07 -2.5924074894386909e-07
leaf_weight=20 25 36 39 27 20 22 40 32 31 20 24 29 29 30 20 31 22 26 23 29 32 36 29 21 23 2295 34 30 25 21
leaf_count=20 25 36 39 27 20 22 40 32 31 20 24 29 29 30 20 31 22 26 23 29 32 36 29 21 23 2295 34 30 25 21
internal_value=0 -1.63871e-09 -8.27881e-08 4.61048e-08 4.31085e-07 -1.61873e-07 2.71304e-08 3.15598e-09 1.67256e-07 -6.86977e-10 1.47096e-09 3.91092e-09 7.32939e-10 -1.72277e-09 1.06826e-09 -2.57661e-09 4.52934e-10 -3.38205e-09 1.75863e-10 -2.65897e-09 -2.00673e-07 2.09649e-09 2.01361e-07 -3.13672e-09 4.38927e-10 3.95382e-09 1.00341e-09 4.02274e-09 -7.77406e-11 2.73321e-09
internal_weight=0 3101 173 134 47 87 62 2928 67 2861 2841 2809 2785 2756 2727 2697 2666 2644 2624 2601 61 2540 65 2475 2454 2428 2405 2371 2341 2316
internal_count=3121 3101 173 134 47 87 62 2928 67 2861 2841 2809 2785 2756 2727 2697 2666 2644 2624 2601 61 2540 65 2475 2454 2428 2405 2371 2341 2316
is_linear=0
shrinkage=0.1


Tree=9253
num_leaves=31
num_cat=0
split_feature=401 402 52 402 401 1210 403 403 1212 133 133 130 16 403 2 1211 403 1211 1211 4 4 16 16 0 133 52 2 12 0 0
split_gain=1.29085e-10 1.9604e-10 4.82019e-10 2.53995e-10 1.27216e-10 1.2337e-10 1.04359e-09 1.9345e-09 1.23338e-09 8.55939e-10 8.918e-10 5.66963e-10 1.04678e-09 1.35236e-09 4.86249e-10 1.83792e-10 5.46091e-10 1.90613e-10 1.37718e-10 1.42113e-10 1.16564e-09 3.94156e-10 4.30535e-10 3.60792e-10 3.48682e-10 1.2903e-09 5.76438e-10 1.73806e-09 3.05891e-09 7.5271e-10
threshold=-0.47263499999999997 -0.46267499999999995 0.039215000000000007 -0.43418999999999991 -0.099524999999999988 -0.00046999999999999993 -0.0031149999999999997 -0.0076149999999999994 -0.040879999999999993 0.40431 0.26753000000000005 0.08610000000000001 -0.080954999999999985 -0.085284999999999986 0.085155000000000022 0.11048500000000001 0.017340000000000005 0.092635000000000009 0.087635000000000005 -0.077519999999999992 -0.078809999999999977 -0.15241499999999997 -0.095564999999999983 -0.09515499999999999 -0.14757499999999998 0.085540000000000019 0.083715000000000026 0.083815000000000014 -0.085134999999999975 -0.085804999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 7 9 -8 10 11 12 13 -6 -14 17 -17 18 19 20 21 -7 23 -23 25 -24 27 -26 -29 -28
right_child=1 3 -4 4 5 15 8 -9 -10 -11 -12 -13 14 -15 -16 16 -18 -19 -20 -21 -22 22 24 -25 26 -27 29 28 -30 -31
leaf_value=-2.310160751880138e-07 5.5362588980079594e-07 -3.1855496195021262e-07 -1.3233521400479731e-07 -2.1066545430008841e-07 9.1217327976802635e-07 -4.3333585944599858e-07 1.0942291325477528e-06 -9.5389511443499943e-07 -1.6349510012503288e-08 6.1305298511517607e-07 -5.8195425293414029e-07 -2.6083074264501451e-07 -4.296160299715596e-07 -7.4382492076807699e-08 1.8805564886292815e-07 5.796255933887551e-07 -1.5935382393195142e-07 -2.5646314024167318e-07 2.3062036234478002e-07 9.2675998294276688e-09 -6.5287384472867419e-07 1.4746930574460748e-08 -7.1494176047547729e-07 6.1540657370073859e-07 -2.7820180878990188e-07 2.8802122886502177e-07 -3.268350866045605e-07 1.5514634657165518e-06 1.072958328181399e-07 5.961868214671193e-09
leaf_weight=24 21 25 20 28 33 22 20 20 20 26 23 35 26 24 25 20 20 30 25 1910 30 20 29 20 48 23 82 20 55 397
leaf_count=24 21 25 20 28 33 22 20 20 20 26 23 35 26 24 25 20 20 30 25 1910 30 20 29 20 48 23 82 20 55 397
internal_value=0 1.7972e-09 2.19011e-07 -1.11698e-09 1.50128e-09 3.47952e-09 7.04482e-08 -1.79464e-08 5.3894e-07 7.95483e-08 -4.01272e-09 8.89429e-08 2.02295e-07 4.96781e-07 -1.26836e-07 -2.65502e-09 2.10136e-07 -5.79468e-09 -2.98974e-09 -5.18863e-09 -4.22012e-08 -1.66144e-08 -3.4042e-09 3.15077e-07 -2.28832e-08 -2.71324e-07 -1.42319e-09 1.91682e-07 4.92407e-07 -5.10096e-08
internal_weight=0 3097 41 3056 3031 3003 252 212 40 192 166 143 108 57 51 2751 40 2711 2681 2656 746 716 694 40 654 52 602 123 75 479
internal_count=3121 3097 41 3056 3031 3003 252 212 40 192 166 143 108 57 51 2751 40 2711 2681 2656 746 716 694 40 654 52 602 123 75 479
is_linear=0
shrinkage=0.1


Tree=9254
num_leaves=31
num_cat=0
split_feature=132 1185 43 12 1204 1212 132 401 1212 1211 1211 1212 128 128 401 133 1210 374 120 4 484 1 10 9 9 41 11 3 3 124
split_gain=1.16794e-10 5.08208e-10 2.1015e-10 3.02027e-10 1.23342e-10 4.54676e-10 5.80281e-10 1.119e-10 1.51517e-10 2.44463e-10 1.80109e-10 1.51929e-10 2.98287e-10 1.5686e-10 1.28376e-10 2.83569e-10 2.41548e-10 1.14906e-10 2.17653e-10 1.47654e-10 5.32772e-10 2.22792e-10 2.04436e-10 2.45351e-10 2.3131e-10 1.71715e-10 2.93597e-10 1.68063e-10 4.16906e-10 1.49599e-09
threshold=-0.083174999999999985 -0.014244999999999999 -0.011244999999999998 0.087385000000000004 -0.016569999999999994 0.087440000000000004 -0.0065149999999999991 0.13522500000000001 0.13713500000000003 0.11671000000000002 0.10326000000000002 0.10083000000000002 0.11876500000000001 0.10979500000000002 -0.13200999999999999 0.51114000000000004 0.24726500000000004 0.08987500000000001 0.088020000000000015 0.62736500000000006 0.096295000000000006 0.15471500000000002 0.18116500000000002 0.092890000000000014 0.088235000000000022 0.086565000000000017 0.081365000000000007 -0.0025099999999999996 -0.0096849999999999974 -0.081214999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -3 8 9 10 11 12 13 14 -6 16 17 18 19 21 -21 22 23 24 25 27 -27 28 -16 -30
right_child=1 4 -4 -5 7 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-2.1270670295645845e-08 4.7355430049957133e-07 5.4315844883789344e-08 -2.2213271539987559e-08 -5.5261778783233243e-07 2.0189605069639758e-07 -1.8576442906148571e-07 7.1978269364336714e-07 -1.8802984662613654e-07 2.1304124688747308e-07 -2.9131909885477557e-07 2.5755934645290936e-07 -2.4738256007594831e-07 3.8502608319390679e-07 -2.6853317352375102e-07 -7.4638775269006717e-09 -3.2519511628053085e-07 3.4675427848185339e-07 1.923928210819289e-07 -3.250695627343703e-07 5.4219837525557706e-07 -1.619817288139364e-07 -2.961750926015856e-07 -3.2024681473785682e-07 2.7158168762753122e-07 -2.9961226066286772e-07 3.7302757467383434e-07 -7.9378455644438463e-08 5.5142258125745417e-08 4.6729521132037724e-08 -9.8588244895836402e-07
leaf_weight=23 23 38 179 20 31 32 20 32 33 29 27 25 20 22 1800 27 20 30 21 21 22 26 20 33 26 32 26 396 47 20
leaf_count=23 23 38 179 20 31 32 20 32 33 29 27 25 20 22 1800 27 20 30 21 21 22 26 20 33 26 32 26 396 47 20
internal_value=0 5.359e-09 -6.98998e-08 -2.68409e-07 1.61474e-09 1.16835e-07 2.83787e-07 -2.1074e-09 5.29223e-11 -2.53018e-09 5.80847e-10 -2.02269e-09 3.00796e-10 -2.63604e-09 -3.84407e-10 -2.82722e-09 5.99528e-10 -2.14773e-09 -4.49159e-09 -1.76493e-09 1.8192e-07 -5.02068e-09 -1.86651e-09 8.08955e-10 -2.99825e-09 3.24445e-10 1.70225e-07 -4.03005e-09 -1.65808e-08 -2.61513e-07
internal_weight=0 2899 222 43 2876 90 58 2786 2754 2721 2692 2665 2640 2620 2598 2567 2540 2520 2490 2469 43 2426 2400 2380 2347 2321 58 2263 1867 67
internal_count=3121 2899 222 43 2876 90 58 2786 2754 2721 2692 2665 2640 2620 2598 2567 2540 2520 2490 2469 43 2426 2400 2380 2347 2321 58 2263 1867 67
is_linear=0
shrinkage=0.1


Tree=9255
num_leaves=31
num_cat=0
split_feature=401 401 16 402 402 1203 16 12 1203 1186 43 52 43 401 1212 13 40 121 0 12 12 51 123 11 33 13 47 47 47 0
split_gain=1.08451e-10 1.63664e-10 3.99612e-10 1.33025e-10 5.46141e-10 1.218e-10 1.65038e-10 2.26272e-10 1.57146e-10 1.4651e-10 1.05353e-10 3.02545e-10 3.01773e-10 2.99863e-10 2.68896e-10 2.1305e-10 1.04668e-09 4.12086e-10 1.70082e-10 8.97458e-10 4.7826e-10 1.00222e-09 4.10826e-10 2.94862e-10 1.87612e-10 1.8115e-10 1.97951e-10 1.37911e-09 9.14285e-10 2.00224e-10
threshold=-0.47263499999999997 -0.13200999999999999 -0.066924999999999985 -0.45454999999999995 -0.41103999999999991 0.091650000000000009 -0.074319999999999983 0.090020000000000017 0.088730000000000017 -0.11456499999999999 -0.43469499999999994 0.091820000000000013 -0.34140499999999996 0.13729500000000003 0.14862 0.24813000000000004 -0.24452499999999996 -0.082399999999999987 0.10455500000000001 0.098810000000000023 0.091200000000000017 -0.057604999999999996 0.080750000000000016 -0.011194999999999998 -0.009184999999999997 0.11217000000000001 0.094160000000000008 0.096770000000000009 0.091210000000000013 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 8 7 -7 9 -6 11 -11 -12 14 15 16 -14 -18 23 20 22 -22 -20 -19 -25 26 28 -28 29 -26
right_child=1 3 -4 4 5 6 -8 -9 -10 10 12 -13 13 -15 -16 -17 17 18 19 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-2.1175038765382701e-07 -6.8553811072291637e-08 2.1542935864411156e-07 4.592485737475727e-07 -4.8897380332969873e-07 2.5630177912138277e-07 2.5254384143279039e-07 3.5853603993597396e-07 -2.1167291198561803e-07 -2.6905466641706386e-07 3.2933606566048723e-09 -3.8419471290277824e-07 3.9903506899463538e-07 7.1976661956796313e-07 3.7276203805785848e-07 -3.718927258944405e-07 -2.7345952030921988e-07 -4.5858162675216361e-07 3.7645941864368414e-07 -3.3497147899135662e-07 -6.0605905846073419e-07 -2.5353998462189035e-07 6.0720742008089155e-07 1.9043257385543589e-07 -2.9056480974015195e-07 -1.3153674511994058e-08 2.3547806112026486e-07 8.5845488888886797e-07 1.4723896578061614e-08 -6.6719433682410889e-07 1.0031150577796213e-07
leaf_weight=24 32 28 26 23 22 21 22 21 22 85 21 25 20 21 20 29 20 21 46 29 24 31 22 22 1950 33 21 250 21 169
leaf_count=24 32 28 26 23 22 21 22 21 22 85 21 25 20 21 20 29 20 21 46 29 24 31 22 22 1950 33 21 250 21 169
internal_value=0 1.64583e-09 1.68047e-07 -1.52998e-09 -3.54753e-09 1.89014e-10 1.36658e-07 2.04355e-08 -2.79799e-09 -7.79499e-10 -2.74331e-09 9.32347e-08 -6.55471e-09 -3.66987e-09 -6.56762e-09 -3.8695e-09 -9.5121e-10 -6.37218e-09 -2.94505e-09 -1.05634e-07 1.2352e-08 2.31609e-07 -1.64988e-07 3.33109e-09 1.53599e-10 2.77054e-09 -4.14589e-10 8.01053e-08 -1.06113e-08 -4.1043e-09
internal_weight=0 3097 58 3039 3011 2988 64 42 2924 2902 2880 110 2770 2749 2728 2708 2679 2659 2639 152 123 55 68 2487 2466 2444 2411 271 2140 2119
internal_count=3121 3097 58 3039 3011 2988 64 42 2924 2902 2880 110 2770 2749 2728 2708 2679 2659 2639 152 123 55 68 2487 2466 2444 2411 271 2140 2119
is_linear=0
shrinkage=0.1


Tree=9256
num_leaves=31
num_cat=0
split_feature=132 399 1203 11 142 147 147 147 16 147 447 34 12 9 2 16 40 12 131 131 480 131 130 52 42 159 131 12 160 12
split_gain=9.76122e-11 5.61659e-10 2.21165e-10 9.40513e-11 1.31474e-10 1.07951e-10 1.80484e-10 1.51667e-10 1.58805e-10 1.50128e-10 1.42233e-10 1.13515e-10 1.10952e-09 5.00463e-10 3.81015e-10 1.10372e-09 3.04277e-10 4.20477e-10 1.32027e-10 1.32594e-09 8.31411e-10 4.26776e-10 3.17252e-10 7.09088e-10 5.4731e-10 3.5907e-10 4.35776e-10 2.62219e-10 2.94129e-10 2.56079e-10
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 -0.072629999999999986 -0.057499999999999989 0.099730000000000027 0.093875000000000014 0.08845500000000002 -0.010264999999999998 0.086575000000000013 1.0000000180025095e-35 -0.057544999999999992 -0.07415999999999999 0.091600000000000015 -1.0000000180025095e-35 -0.056919999999999991 -0.07632499999999999 -0.087484999999999993 0.092000000000000012 0.09055500000000001 0.11303500000000001 0.089915000000000009 0.08610000000000001 0.086450000000000013 -0.091729999999999992 -0.065539999999999987 0.11368500000000002 0.095330000000000012 -0.074254999999999988 0.097575000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 6 7 9 -9 10 11 12 16 14 15 -13 17 -6 19 20 21 -16 24 -24 -20 26 -26 28 -27 -29
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 -12 13 -14 -15 18 -17 -18 -19 22 -21 -22 -23 23 -25 25 27 -28 29 -30 -31
leaf_value=-3.2536666951617761e-08 -2.1109519567273439e-07 3.8674992378230997e-07 -3.8163014096426203e-07 -2.4797688172925735e-07 -2.5145424638791291e-07 1.7522368362203151e-07 -2.6129587893728094e-07 3.2189907173574289e-07 -3.6649139257774335e-08 -2.6613893602362145e-07 2.3503595120753463e-07 -2.2790823038576492e-07 7.4728029197840014e-07 -3.7410782675174741e-07 -1.6811382193504452e-08 8.1009168947535469e-07 -4.1113401080039583e-07 3.2899411564266341e-07 5.3847020258064492e-07 -7.2197378769417889e-07 4.6005824265493131e-07 3.9082815157179052e-07 -6.3217986095764905e-07 1.4180790750397764e-07 6.3944952444217051e-07 -2.597548514545038e-07 9.3858163984844825e-09 -4.5407322927944316e-07 1.4304935351299154e-07 -1.6218371252521405e-08
leaf_weight=196 21 38 20 21 24 36 26 30 21 21 26 20 21 36 2107 21 20 26 26 26 38 26 20 29 21 22 23 22 103 34
leaf_count=196 21 38 20 21 24 36 26 30 21 21 26 20 21 36 2107 21 20 26 26 26 38 26 20 29 21 22 23 22 103 34
internal_value=0 4.81838e-09 -6.48601e-08 -2.43847e-10 1.31198e-09 3.1651e-09 9.44192e-10 3.41189e-09 1.74262e-07 1.99006e-10 2.27745e-09 6.63666e-12 1.09771e-07 -3.87392e-09 1.37763e-09 3.0375e-07 -8.14819e-08 5.03789e-08 -3.58724e-09 -1.20843e-08 -3.58261e-09 -1.18425e-08 5.86394e-08 -1.74105e-07 1.04076e-07 5.38789e-08 3.10098e-07 -8.4064e-09 7.21558e-08 -1.88233e-07
internal_weight=0 2905 216 2867 2846 2825 2789 2763 51 2712 2691 2665 91 2574 2538 41 70 50 2497 2197 2171 2133 300 49 251 225 44 181 125 56
internal_count=3121 2905 216 2867 2846 2825 2789 2763 51 2712 2691 2665 91 2574 2538 41 70 50 2497 2197 2171 2133 300 49 251 225 44 181 125 56
is_linear=0
shrinkage=0.1


Tree=9257
num_leaves=31
num_cat=0
split_feature=1209 401 1210 1209 403 3 1210 1208 1208 403 480 403 1210 43 52 399 133 43 0 42 43 133 4 484 15 133 1447 133 49 133
split_gain=9.7899e-11 1.27038e-10 2.14874e-10 1.03681e-10 1.01711e-09 1.10569e-09 1.4523e-10 1.25332e-10 1.44215e-10 1.22744e-10 4.70028e-10 5.87854e-10 5.0544e-10 4.57785e-10 7.245e-10 3.44451e-10 1.57834e-10 5.29286e-10 9.11739e-10 7.29116e-10 5.15833e-10 3.97227e-10 2.66484e-09 1.32971e-09 1.47246e-09 7.45824e-10 5.99881e-10 6.87806e-10 5.04594e-10 4.37933e-10
threshold=-0.14444499999999996 0.13767000000000004 -0.38516499999999992 -0.065739999999999979 -0.0047449999999999992 -0.082039999999999988 -0.099939999999999987 0.11846000000000001 0.10480500000000002 -0.090774999999999981 0.086995000000000017 -0.52445499999999989 -0.07983999999999998 0.055925000000000009 0.12418000000000001 -0.087854999999999989 0.098785000000000012 -0.073404999999999984 -0.088774999999999979 0.091295000000000015 -0.070064999999999975 0.090445000000000011 -0.046564999999999988 0.086135000000000017 -0.03241999999999999 0.089595000000000022 0.059120000000000013 0.088820000000000024 0.036705000000000008 0.093615000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -5 8 9 10 11 -8 -13 14 -14 -11 21 18 -18 -20 -19 25 -23 24 28 26 27 -17 -24 -30
right_child=1 -3 3 6 -6 -7 7 -9 -10 15 -12 12 13 -15 -16 16 17 20 19 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=2.2052649171655505e-07 2.9824925992609037e-07 -2.5264682562919915e-07 -2.7206635299611056e-07 -2.4949201432540893e-07 -6.5680405043622163e-07 6.4950905608463438e-07 5.3893040747559398e-07 2.4619676794589487e-07 -2.6658599878714994e-07 -3.9778279559951359e-07 -3.5614845946459661e-07 5.3222533491492641e-07 2.3515060019185798e-08 4.3581916719533225e-07 -6.1486669693522351e-07 5.0947865884655629e-09 1.7972668001675631e-07 4.6053653749289012e-07 -1.166074355296587e-07 -9.1971840462817384e-07 -5.3228837392483593e-08 1.2392310731002001e-06 3.5914861591379581e-07 6.8019972149079928e-07 -8.2770595508918646e-07 -4.4845878058773409e-07 -3.950340658167153e-07 5.4340479991310533e-07 -4.7708152308700844e-07 1.6135419833690755e-07
leaf_weight=20 24 20 30 23 24 23 28 21 20 22 24 20 160 22 20 2155 25 23 20 26 130 20 32 23 25 37 37 24 22 21
leaf_count=20 24 20 30 23 24 23 28 21 20 22 24 20 160 22 20 2155 25 23 20 26 130 20 32 23 25 37 37 24 22 21
internal_value=0 -1.43113e-09 1.99614e-10 -2.14032e-09 -1.16709e-07 1.27863e-07 8.20003e-10 2.76697e-09 1.02582e-09 2.86129e-09 6.65697e-08 1.07151e-07 5.26919e-08 5.21335e-09 -4.74162e-08 -3.74587e-09 -4.37159e-10 -8.07101e-08 -3.06361e-07 -5.7054e-07 2.40039e-08 7.06749e-09 1.68685e-07 -5.38744e-09 -1.63072e-07 -3.19053e-09 4.24401e-09 1.10239e-08 5.8472e-08 -1.65287e-07
internal_weight=0 3101 3081 3057 77 53 2980 2957 2936 2916 274 250 222 202 180 2642 2620 224 71 46 153 2396 143 123 100 2253 2216 2179 75 43
internal_count=3121 3101 3081 3057 77 53 2980 2957 2936 2916 274 250 222 202 180 2642 2620 224 71 46 153 2396 143 123 100 2253 2216 2179 75 43
is_linear=0
shrinkage=0.1


Tree=9258
num_leaves=31
num_cat=0
split_feature=401 401 16 402 1203 1 130 132 1211 1186 394 393 132 16 12 1208 1208 1210 1210 1209 1209 1212 12 12 12 2 12 43 484 482
split_gain=9.36486e-11 1.4428e-10 3.24581e-10 1.57597e-10 1.09532e-10 1.59182e-10 1.54237e-10 1.3443e-10 3.50939e-09 3.04581e-09 2.34801e-10 2.19756e-10 1.36386e-10 2.48488e-10 1.99996e-10 1.01869e-10 2.4793e-10 1.77643e-10 1.65086e-10 1.56726e-10 3.4659e-10 1.62134e-10 1.47761e-10 1.17615e-09 6.27968e-10 9.62308e-10 1.09597e-09 8.56615e-10 5.5385e-10 1.6221e-09
threshold=-0.47263499999999997 -0.13200999999999999 -0.066924999999999985 -0.43418999999999991 0.091650000000000009 0.08844500000000001 0.10269000000000002 -0.083284999999999984 0.11048500000000001 0.0044650000000000011 0.090335000000000013 0.10317000000000003 -0.41127499999999995 -0.071854999999999988 0.10149500000000002 0.11531000000000001 0.10233500000000001 -0.3960249999999999 -0.13847499999999999 0.093955000000000011 0.088060000000000013 0.10761500000000002 0.089570000000000025 0.089735000000000023 0.088725000000000012 0.091265000000000013 0.089005000000000015 -0.069134999999999988 0.10126500000000001 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 7 6 -6 9 10 11 15 12 13 -5 -14 16 17 -9 -19 20 21 22 24 -24 -20 26 -26 -28 -25 -30
right_child=1 3 -4 4 5 -7 -8 8 -10 -11 -12 -13 14 -15 -16 -17 -18 18 19 -21 -22 -23 23 28 25 -27 27 -29 29 -31
leaf_value=-1.9678014275825718e-07 -5.5478925364838011e-08 -2.1880605724315198e-07 4.2019979717294446e-07 -5.7088265540035838e-08 -1.5488408113538832e-07 3.6426534606448517e-07 2.1995741653042732e-07 -2.559311165365822e-07 -1.1421418227647102e-06 1.248211632116636e-06 3.0266354498892794e-07 -3.5614239853506058e-07 -1.1046210986690783e-08 3.9796506939637771e-07 -3.6029653898594921e-07 -2.088511233404975e-07 2.8836400119303111e-07 2.7467054828569171e-07 -9.2627142899184572e-10 -2.6619280633481555e-07 3.3975851835066353e-07 -2.555494671696579e-07 7.9202775054909585e-07 3.4578951361664919e-08 -5.1421964327903794e-07 -7.2116441559398573e-07 7.0329934002638152e-07 -1.7916342316807873e-07 -9.5620173207559365e-07 3.0216211072797704e-07
leaf_weight=24 32 33 26 30 23 20 21 27 27 20 26 21 91 20 20 23 30 22 1550 22 30 25 20 791 31 31 22 22 21 20
leaf_count=24 32 33 26 30 23 20 21 27 27 20 26 21 91 20 20 23 30 22 1550 22 30 25 20 791 31 31 22 22 21 20
internal_value=0 1.51926e-09 1.57756e-07 -1.46256e-09 9.23443e-10 1.30345e-07 2.40175e-08 -1.89198e-09 -7.69597e-09 7.68354e-08 3.59412e-09 -5.18872e-08 -1.22018e-08 1.24933e-07 -7.39742e-08 7.00264e-10 2.50945e-09 -7.46293e-10 1.89659e-09 -4.24893e-10 1.85638e-09 -2.14562e-09 3.80333e-10 3.42201e-08 -1.703e-08 -2.52509e-07 -5.87976e-08 2.62068e-07 1.60036e-08 -3.42366e-07
internal_weight=0 3097 58 3039 3006 64 44 2942 2740 202 2713 182 161 50 111 2687 2664 2634 2607 2585 2563 2533 2508 852 1656 106 75 44 832 41
internal_count=3121 3097 58 3039 3006 64 44 2942 2740 202 2713 182 161 50 111 2687 2664 2634 2607 2585 2563 2533 2508 852 1656 106 75 44 832 41
is_linear=0
shrinkage=0.1


Tree=9259
num_leaves=31
num_cat=0
split_feature=132 132 132 50 483 484 158 158 50 50 4 1211 52 403 50 42 0 401 133 52 52 133 483 484 131 481 12 1 133 15
split_gain=1.01086e-10 3.81138e-10 2.17157e-10 1.54562e-10 1.00839e-10 2.97379e-10 1.73563e-10 1.81168e-10 1.47789e-10 1.36646e-10 3.50178e-10 2.57033e-10 3.43514e-10 3.58366e-10 1.52725e-10 5.94935e-10 3.41801e-10 2.40254e-10 2.98633e-10 3.36352e-10 1.06402e-09 8.21698e-10 4.6553e-10 7.52208e-10 7.75471e-10 1.68866e-09 9.2347e-10 1.18176e-09 8.00326e-10 9.10091e-10
threshold=-0.083174999999999985 -0.044384999999999994 -0.084644999999999984 0.09227500000000001 0.12325000000000001 -0.016164999999999995 -0.47356499999999996 -0.46413499999999996 0.13060500000000003 0.11941000000000002 -0.0057249999999999992 0.10326000000000002 0.084505000000000011 -0.042339999999999996 0.11028 0.088200000000000014 -0.082974999999999979 -0.13200999999999999 0.51114000000000004 0.10347000000000002 0.098380000000000009 0.26753000000000005 0.098395000000000024 0.10126500000000001 0.09055500000000001 -0.081539999999999987 0.086700000000000013 0.07863500000000001 0.092845000000000011 0.050935000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 -3 -8 9 11 -11 14 13 -13 17 16 -16 -9 19 20 -19 22 23 24 25 -21 27 -27 29 -28
right_child=1 4 -4 -5 5 -7 7 8 -10 10 -12 12 -14 -15 15 -17 -18 18 -20 21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=2.4967575670398011e-09 3.595660386205661e-07 2.7735013151433797e-07 -3.6323915770191723e-07 -2.5475656186741886e-07 7.6675558448511902e-08 -4.1462812664473287e-07 -2.9837493400464158e-07 2.7364425996267984e-07 1.3350448234498747e-07 -4.6934213430848194e-07 1.0155442999668843e-07 6.695888035188719e-07 -3.3497037194161426e-08 7.8121970261690882e-08 2.8124439803568456e-07 -4.8323745449034696e-07 -2.4126971222163517e-07 -4.3204473814687334e-09 -2.8029831745949481e-07 8.6604213352460742e-07 -6.3617552749372385e-07 7.0185319360337507e-07 4.5972438573908925e-07 -4.5570981171749741e-07 -3.9340152796747198e-07 -8.4815919918086874e-07 7.3777427327992915e-07 1.2604582205563804e-08 -3.0068688078165946e-07 8.0732811441948243e-08
leaf_weight=173 30 23 22 27 28 22 20 32 85 21 22 21 39 20 31 31 21 2063 38 28 27 21 26 30 31 22 37 58 23 49
leaf_count=173 30 23 22 27 28 22 20 32 85 21 22 21 39 20 31 31 21 2063 38 28 27 21 26 30 31 22 37 58 23 49
internal_value=0 4.98015e-09 -6.50349e-08 -3.22324e-08 1.27239e-09 -1.39498e-07 3.7692e-09 1.51872e-09 3.67933e-09 -4.21423e-10 -1.77256e-07 2.45013e-09 1.78968e-07 3.81068e-07 -3.04886e-09 -1.36487e-07 7.02291e-08 1.40804e-09 -2.14335e-09 2.23341e-09 -1.24832e-08 9.68723e-08 5.50809e-08 1.72365e-08 7.44478e-08 1.41283e-07 3.39118e-08 -2.24105e-07 2.23282e-07 3.63413e-07
internal_weight=0 2899 222 200 2869 50 2819 2796 2776 2691 43 2648 80 41 2568 83 52 2485 2453 2415 2090 325 304 278 248 217 189 80 109 86
internal_count=3121 2899 222 200 2869 50 2819 2796 2776 2691 43 2648 80 41 2568 83 52 2485 2453 2415 2090 325 304 278 248 217 189 80 109 86
is_linear=0
shrinkage=0.1


Tree=9260
num_leaves=31
num_cat=0
split_feature=130 40 456 484 15 15 15 1453 456 456 1455 160 482 3 482 456 50 132 1204 50 401 50 1208 42 50 13 12 4 50 3
split_gain=9.05325e-11 2.16108e-10 1.05833e-10 3.67856e-10 3.05525e-10 4.46898e-10 3.81516e-10 2.22364e-10 1.605e-10 3.49866e-10 1.2686e-10 3.59858e-10 1.53363e-10 3.08395e-10 1.93675e-10 2.6797e-10 1.59708e-10 1.05547e-09 2.21555e-09 6.19874e-10 3.78276e-10 5.1481e-10 4.10725e-10 4.26838e-10 1.34922e-09 1.18077e-09 6.21711e-10 6.11584e-10 5.02255e-10 6.11916e-10
threshold=-0.23647499999999996 -0.16692999999999997 0.088285000000000016 -0.081869999999999984 -0.015039999999999998 -0.088749999999999982 -0.0072999999999999992 -0.087504999999999986 0.087555000000000008 0.085800000000000015 -0.09534999999999999 -0.072114999999999985 0.11191500000000001 -0.07359499999999998 0.10022500000000002 0.041000000000000002 0.081075000000000022 -0.083284999999999984 -0.077669999999999989 0.086580000000000004 0.10632500000000002 0.089465000000000017 0.097165000000000015 0.087885000000000019 0.11610000000000001 -0.084319999999999992 0.090345000000000023 -0.07533999999999999 0.11941000000000002 -0.073884999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 5 -5 -6 -3 9 10 11 -9 14 -14 15 16 -12 -18 -19 -20 21 -21 23 26 25 -25 -23 -28 -26 -30
right_child=1 2 3 4 6 -7 -8 8 -10 -11 12 -13 13 -15 -16 -17 17 18 19 20 -22 22 -24 24 28 -27 27 -29 29 -31
leaf_value=-2.1207924032040636e-07 2.5590393461656776e-07 -2.6338554810288107e-07 4.4979915836793421e-07 -1.3114946972153473e-07 -5.1772496988178319e-07 3.9382765601872323e-07 9.2547676967483102e-08 4.3104209851208003e-07 2.4034330547490556e-07 -3.3342231560151707e-07 -1.841730020573376e-08 -7.5316279968262742e-08 -4.7694177482071612e-07 7.1740378243270073e-08 2.879000058565789e-07 2.8417067734487492e-07 5.8217837824807206e-07 -9.9860599735144382e-07 5.7022904720518206e-07 -3.9014357009553045e-07 3.9475739149325437e-07 -8.8367845963742961e-09 4.7498801052370255e-07 2.9372691689001264e-08 5.6726768864479033e-07 -9.3514976455821858e-07 8.0594829038697444e-07 1.2689371481479206e-07 -4.56320602104654e-07 2.4879081190753992e-07
leaf_weight=20 33 33 23 31 20 34 21 25 27 32 2203 32 20 21 23 32 34 21 22 31 26 156 20 22 20 30 21 36 20 32
leaf_count=20 33 33 23 31 20 34 21 25 27 32 2203 32 20 21 23 32 34 21 22 31 26 156 20 22 20 30 21 36 20 32
internal_value=0 1.36444e-09 -1.37344e-09 8.72782e-08 8.61801e-09 1.43454e-07 -2.05146e-07 -5.26458e-09 -2.3334e-09 -4.60929e-09 -9.13461e-10 1.46771e-07 -3.93066e-09 -1.95909e-07 -1.06739e-09 -3.50549e-09 -6.92258e-09 4.46515e-08 4.66043e-09 5.29829e-08 2.54964e-08 7.52095e-10 3.46954e-08 8.56529e-09 -1.38936e-07 -5.27083e-07 9.44345e-08 3.77072e-07 1.41392e-07 -2.24059e-08
internal_weight=0 3101 3068 129 106 65 41 2939 2906 2879 2847 57 2790 41 2749 2726 2694 491 457 436 414 388 357 337 124 52 213 57 72 52
internal_count=3121 3101 3068 129 106 65 41 2939 2906 2879 2847 57 2790 41 2749 2726 2694 491 457 436 414 388 357 337 124 52 213 57 72 52
is_linear=0
shrinkage=0.1


Tree=9261
num_leaves=31
num_cat=0
split_feature=132 399 394 50 399 1203 394 0 402 12 52 402 401 15 131 15 159 52 1208 133 16 1209 1212 401 1213 3 12 401 391 128
split_gain=1.01073e-10 4.23898e-10 1.96597e-10 1.97307e-10 1.19562e-10 2.81883e-10 1.7708e-10 1.59957e-10 1.09243e-10 5.77123e-10 4.78187e-10 1.53398e-10 1.49432e-10 1.17303e-10 8.43583e-10 1.66312e-09 4.10823e-10 6.39617e-10 1.76291e-10 1.84729e-10 6.76656e-10 4.71626e-10 1.7634e-10 2.01179e-09 1.54373e-09 8.0268e-10 3.26912e-10 2.62566e-10 3.23417e-10 2.53499e-10
threshold=-0.083449999999999983 0.091580000000000009 0.0041850000000000004 0.09227500000000001 -0.065739999999999979 0.087970000000000007 0.090335000000000013 -0.08095999999999999 -0.45015499999999992 0.096990000000000007 0.086040000000000019 -0.42072999999999994 -0.099524999999999988 0.11461000000000002 0.09055500000000001 0.11923500000000002 -0.087844999999999993 0.14295500000000003 0.11531000000000001 0.40431 -0.080344999999999986 -0.097919999999999993 -0.089544999999999986 0.11655000000000001 -0.090764999999999985 -0.081459999999999991 0.088795000000000013 0.10632500000000002 -0.086319999999999994 0.10773500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 7 6 8 -2 9 10 -6 -10 -13 18 15 -15 -17 -18 19 21 -21 -14 24 27 25 -23 -27 28 -24 -30
right_child=1 -3 -4 -5 5 -7 -8 -9 11 -11 -12 12 13 14 -16 16 17 -19 -20 20 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=5.6321585702113183e-09 2.1874403444144267e-09 3.3670412868128838e-07 -3.5671736545358122e-07 -2.8560824187319732e-07 -2.6259096443936872e-07 -3.7656403552688287e-07 2.8949188568444269e-07 3.3337456352455777e-07 2.7028397450326989e-07 -5.6082571973092856e-07 4.0454151414595885e-07 -2.4438579816887797e-07 -4.8913765454017272e-07 8.7740515703720637e-07 -3.7396501079111851e-07 -3.716315761308083e-07 -3.2065525823148684e-08 6.0916957181689221e-07 -2.7986944468980455e-07 -2.4623566915238369e-07 5.2118934208751689e-07 -6.3607448032727956e-07 -3.9316289882576494e-07 -1.0057909997840398e-06 7.0253119257568395e-07 3.7707053479607566e-07 -1.4669667562062529e-07 2.8157605815735999e-07 -3.0264657716853542e-09 2.7622007258177099e-07
leaf_weight=168 35 38 21 27 21 20 21 25 21 21 22 25 20 28 33 22 70 20 23 20 27 22 21 20 32 22 26 33 2184 33
leaf_count=168 35 38 21 27 21 20 21 25 21 21 22 25 20 28 33 22 70 20 23 20 27 22 21 20 32 22 26 33 2184 33
internal_value=0 4.90165e-09 -6.60013e-08 -3.46934e-08 5.03851e-10 -2.48179e-09 2.0269e-10 1.40182e-07 -1.99365e-09 -1.31122e-07 7.87326e-08 1.06492e-09 -1.04385e-09 1.24664e-09 8.08636e-08 1.88073e-07 1.57403e-08 1.10431e-07 -4.30057e-09 -1.72412e-09 1.94626e-07 -5.54858e-09 -1.50688e-09 -7.23473e-09 1.27145e-07 -1.35889e-07 9.33633e-08 1.55925e-09 -2.56969e-09 1.13011e-09
internal_weight=0 2905 216 195 2867 2807 2787 60 2766 64 43 2702 2681 2656 173 140 112 90 2483 2460 47 2413 2393 2291 102 70 48 2271 2238 2217
internal_count=3121 2905 216 195 2867 2807 2787 60 2766 64 43 2702 2681 2656 173 140 112 90 2483 2460 47 2413 2393 2291 102 70 48 2271 2238 2217
is_linear=0
shrinkage=0.1


Tree=9262
num_leaves=31
num_cat=0
split_feature=1209 131 131 1447 4 479 0 15 129 131 400 1212 1204 2 39 131 0 1373 150 1373 457 0 47 15 47 133 0 3 42 4
split_gain=1.1751e-10 1.14583e-10 4.72303e-10 6.71405e-10 1.24088e-09 2.8345e-10 9.3253e-10 2.62425e-10 4.15955e-10 3.90942e-10 2.80531e-10 3.75848e-10 4.17815e-10 1.53658e-10 2.02717e-10 3.51797e-10 1.4845e-10 1.40595e-10 7.24447e-10 3.94109e-10 2.66719e-10 1.62804e-10 6.84468e-10 2.77204e-09 1.14097e-09 5.42749e-10 5.3604e-10 6.87089e-10 4.47152e-10 6.4009e-10
threshold=-0.14444499999999996 0.090690000000000007 0.090150000000000022 0.059120000000000013 -0.0078799999999999981 0.086465000000000014 -0.079984999999999987 0.091475000000000015 0.080675000000000011 0.11793000000000002 -0.090569999999999998 0.087440000000000004 -0.08483499999999998 0.14753000000000002 0.089790000000000023 0.092320000000000013 -0.052984999999999997 0.085550000000000015 0.090480000000000019 1.0000000180025095e-35 0.31508000000000008 -0.10151999999999999 0.094160000000000008 -0.11345499999999999 0.082095000000000015 -0.13941499999999998 -0.097274999999999986 -0.072894999999999988 0.081660000000000024 0.27044500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 17 -7 8 10 -9 -3 12 -12 14 15 -14 -17 19 -19 20 21 22 24 -24 25 -2 27 -23 -27 -30
right_child=1 7 -4 4 -6 6 -8 9 -10 -11 11 -13 13 -15 -16 16 -18 18 -20 -21 -22 26 23 -25 -26 28 -28 -29 29 -31
leaf_value=2.4161308886050393e-07 3.3261068787255078e-07 4.0094408155883207e-07 -4.4130380751994382e-07 9.6066618766599281e-07 -1.3993877105565931e-07 -5.741108875519896e-07 2.5536649052751075e-07 5.4424253357865388e-07 -3.6862752341886129e-07 1.9987106122354101e-08 4.9410865599952568e-07 -3.8471518856957643e-07 3.651947570058558e-07 2.6819141629113636e-07 -2.9667428773840569e-07 8.5493131927385304e-09 -2.6674962673891771e-07 -5.1823088529932576e-07 2.648962035796861e-07 3.9222924226578471e-07 -3.1369468526268715e-07 -4.4635900672397436e-08 -2.9216192470052133e-08 1.3028693220327287e-06 -7.0506580220291486e-07 5.1802082005827715e-08 -6.04614701029437e-09 -6.8273004398246554e-07 -3.9669910195602583e-07 2.3831786010478337e-07
leaf_weight=20 53 21 25 20 21 33 23 25 26 33 20 21 26 22 22 132 23 27 21 25 28 45 61 21 22 260 1939 27 57 22
leaf_count=20 53 21 25 20 21 33 23 25 26 33 20 21 26 22 22 132 23 27 21 25 28 45 61 21 22 260 1939 27 57 22
internal_value=0 -1.56158e-09 -8.6478e-09 -4.64913e-09 3.96942e-07 -1.08298e-08 -2.33433e-07 5.05822e-08 1.43782e-08 2.45959e-07 4.90756e-08 2.12965e-08 5.60975e-08 1.71631e-08 -1.00419e-08 2.47974e-08 -3.23015e-08 -6.04995e-09 -1.75613e-07 -2.87065e-09 -6.76709e-09 -3.3391e-09 4.79731e-08 3.11928e-07 -4.30772e-09 3.50205e-08 -1.59949e-08 -2.83921e-07 -1.15054e-08 -2.19859e-07
internal_weight=0 3101 2730 2705 41 2664 56 371 313 58 287 266 245 225 203 181 155 2608 48 2560 2535 2507 496 82 414 392 2011 72 339 79
internal_count=3121 3101 2730 2705 41 2664 56 371 313 58 287 266 245 225 203 181 155 2608 48 2560 2535 2507 496 82 414 392 2011 72 339 79
is_linear=0
shrinkage=0.1


Tree=9263
num_leaves=31
num_cat=0
split_feature=1209 401 1210 16 1210 1209 1211 50 1211 43 128 3 12 16 128 3 3 1213 12 41 1 33 42 2 3 3 4 1211 42 52
split_gain=9.51823e-11 1.13934e-10 2.0087e-10 4.95302e-10 2.12629e-10 1.36146e-10 1.28162e-10 6.74522e-10 2.11368e-10 2.0768e-10 1.21084e-10 2.1673e-10 3.96314e-10 1.84541e-10 1.56947e-10 5.72464e-10 7.49118e-10 2.01663e-10 1.95014e-10 1.6747e-10 7.94972e-10 3.51628e-10 2.17754e-10 7.94078e-10 1.42853e-09 1.01211e-09 4.74018e-10 1.74206e-10 1.89462e-10 8.40796e-10
threshold=-0.14444499999999996 0.13767000000000004 -0.13847499999999999 -0.080954999999999985 -0.090569999999999998 -0.089214999999999989 0.11048500000000001 0.096900000000000014 0.092635000000000009 0.055925000000000009 0.10614000000000001 -0.080104999999999996 0.11418000000000002 -0.080509999999999984 0.079650000000000012 -0.094874999999999987 -0.091869999999999993 -1.0000000180025095e-35 0.23631000000000002 0.08690500000000001 0.085475000000000009 -0.0066799999999999993 0.11720500000000002 0.093680000000000013 -0.065229999999999996 -0.080289999999999986 0.04735000000000001 0.087635000000000005 0.10306000000000001 0.10263500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 8 9 10 -8 14 13 -13 -12 18 -16 -17 -18 19 21 -21 -7 27 25 -25 -24 -26 28 -23 -30
right_child=1 -3 4 -5 5 6 7 -9 -10 -11 11 12 -14 -15 15 16 17 -19 -20 20 -22 22 23 24 26 -27 -28 -29 29 -31
leaf_value=2.1745179537902004e-07 5.787169024529249e-07 -2.3931153577905209e-07 -3.1265544296585095e-07 -1.0172357598964046e-07 -2.6068013653457456e-07 3.5195558795968628e-07 1.2005234208895526e-07 5.9711555024932758e-07 -2.3661037042637348e-07 -2.6318437956153785e-07 -4.8818395566876287e-07 3.1298380278599328e-07 -2.8974995046837649e-07 -6.8955049907041635e-08 4.4436648398164538e-07 -5.6291344805003976e-07 -1.4269979430991953e-07 2.2996797840604352e-07 -3.1193896884218478e-07 -6.045234672455991e-07 9.3424768010663691e-08 -1.240125892136676e-09 3.3246036380774062e-07 1.0379732720486973e-06 -2.2741877522228742e-07 -6.3074436559655096e-07 4.1489827196983247e-07 2.7560149130129673e-07 1.664063975792263e-08 -6.7238617391566277e-07
leaf_weight=20 20 20 22 23 20 29 31 22 38 26 21 24 20 21 37 20 20 53 20 25 47 2308 20 21 27 24 20 22 77 23
leaf_count=20 20 20 22 23 20 29 31 22 38 26 21 24 20 21 37 20 20 53 20 25 47 2308 20 21 27 24 20 22 77 23
internal_value=0 -1.40451e-09 1.39844e-10 2.1476e-07 -2.8979e-09 -6.384e-10 1.09753e-09 1.26777e-07 -2.3062e-09 -5.47574e-08 7.86388e-10 -1.16085e-07 3.90139e-08 -2.7857e-07 4.385e-09 1.11674e-07 -2.06878e-08 1.27867e-07 -8.52527e-10 1.50151e-09 -1.48918e-07 5.71397e-09 1.76393e-09 1.38093e-07 3.52281e-07 -1.92924e-07 4.59076e-08 -4.51956e-09 -7.07881e-09 -1.41836e-07
internal_weight=0 3101 3081 43 3038 3016 2996 79 2917 57 2879 86 44 42 2793 130 93 73 2663 2643 72 2571 2542 112 68 44 47 2430 2408 100
internal_count=3121 3101 3081 43 3038 3016 2996 79 2917 57 2879 86 44 42 2793 130 93 73 2663 2643 72 2571 2542 112 68 44 47 2430 2408 100
is_linear=0
shrinkage=0.1


Tree=9264
num_leaves=31
num_cat=0
split_feature=130 10 39 40 2 45 105 34 34 34 33 45 3 3 47 47 4 1429 4 4 1429 51 2 2 160 160 123 2 2 3
split_gain=9.56948e-11 2.10092e-10 4.53472e-10 2.41154e-10 2.10624e-10 1.8716e-10 1.06071e-10 2.80958e-10 2.35989e-10 1.97649e-10 4.91689e-10 1.3699e-10 1.29128e-10 4.66646e-10 2.84519e-10 1.28012e-09 6.84075e-10 3.20988e-10 4.31982e-10 2.5637e-10 2.54583e-10 3.71883e-10 4.87798e-10 9.15034e-10 6.06252e-10 6.17201e-10 5.08078e-10 3.88358e-10 5.02308e-10 3.64017e-10
threshold=-0.23647499999999996 -0.38124499999999995 0.086505000000000012 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 0.079510000000000011 -0.08786999999999999 -0.084564999999999987 -0.057544999999999992 -1.0000000180025095e-35 0.094030000000000016 -0.016324999999999996 -0.011549999999999998 0.092165000000000011 0.07813500000000001 0.11275500000000001 -0.026244999999999997 -0.50427999999999995 -0.51253999999999988 0.052280000000000007 -0.090529999999999985 0.11411 0.11728500000000001 0.098320000000000005 0.088755000000000014 0.084785000000000013 0.10644500000000001 0.093175000000000022 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 -7 -9 -10 -11 12 19 -14 15 17 -16 -15 -19 -12 21 -20 24 -24 25 26 27 28 -23 -25
right_child=1 3 -4 4 -6 6 -8 8 9 10 11 -13 13 14 16 -17 -18 18 20 -21 -22 22 23 29 -26 -27 -28 -29 -30 -31
leaf_value=-2.1804360457622355e-07 -9.8288408540134869e-08 -3.3932056399386232e-07 5.6704962688058917e-07 -3.0636738557632275e-07 3.1632276142361317e-07 3.5033138500318239e-07 -2.1820976589284868e-07 -3.1960298915988543e-07 2.2854955414524327e-07 -4.951165536226654e-07 -2.7399388147029771e-07 -1.9419538131972201e-07 4.0213620764006921e-07 -3.7755992138954752e-07 -4.9094570613306138e-07 7.7984348081372454e-07 1.5294165782989061e-07 4.7436842686736437e-07 3.2444593245646757e-07 -1.2688529744044996e-09 -2.5694798479621158e-07 2.8958116487564103e-07 -7.8826657979647062e-07 2.843170991582156e-07 5.5882086424929867e-07 -4.4810522486689782e-07 -2.6887919735448425e-07 5.0271803047508007e-07 -1.9441321113218522e-07 -1.7460534209590151e-07
leaf_weight=20 21 21 20 20 21 23 22 23 38 20 35 35 35 20 33 23 33 21 39 2268 33 51 20 25 24 24 30 30 37 56
leaf_count=20 21 21 20 20 21 23 22 23 38 20 35 35 35 20 33 23 33 21 39 2268 33 51 20 25 24 24 30 30 37 56
internal_value=0 1.40116e-09 2.26267e-07 -1.61174e-09 7.21884e-10 -1.47415e-09 5.59832e-10 2.17708e-09 -5.34586e-10 1.97005e-09 -1.00714e-09 2.43373e-09 4.85954e-09 4.91649e-08 2.44074e-08 5.38878e-08 -1.69002e-07 1.31635e-08 3.32006e-08 -5.41361e-09 8.09348e-09 3.41243e-08 -3.99869e-09 -1.82528e-07 8.79984e-08 2.23023e-08 9.85846e-08 1.92008e-07 8.60835e-08 -3.29626e-08
internal_weight=0 3101 41 3060 3039 3018 2998 2976 2953 2930 2892 2872 2837 534 499 433 66 410 390 2303 369 336 297 101 196 172 148 118 88 81
internal_count=3121 3101 41 3060 3039 3018 2998 2976 2953 2930 2892 2872 2837 534 499 433 66 410 390 2303 369 336 297 101 196 172 148 118 88 81
is_linear=0
shrinkage=0.1


Tree=9265
num_leaves=31
num_cat=0
split_feature=142 11 33 34 2 0 9 147 150 49 147 151 15 2 1374 43 150 150 43 16 15 43 150 1374 43 484 158 483 43 12
split_gain=1.05031e-10 2.5963e-10 1.7655e-10 1.29316e-10 1.68762e-10 1.13881e-09 1.76396e-10 1.67667e-10 1.65865e-10 6.3342e-10 2.35016e-10 1.64238e-10 4.64857e-10 4.42641e-10 2.79428e-10 1.73319e-10 1.27199e-09 8.08086e-10 6.17643e-10 1.0731e-09 7.74902e-10 5.14594e-10 5.41499e-10 4.04437e-10 8.81487e-10 1.07016e-09 4.00312e-10 4.72814e-10 5.86517e-10 3.0122e-10
threshold=-0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 -0.112215 -0.0050599999999999994 -0.09515499999999999 -0.085744999999999988 0.099730000000000027 0.12640500000000002 -0.045154999999999994 0.092070000000000013 0.056735000000000001 -0.008624999999999999 0.091265000000000013 -0.096434999999999979 -0.082389999999999977 0.10874500000000002 0.090480000000000019 -0.084999999999999978 -0.018494999999999998 -0.013104999999999999 -0.082064999999999985 0.087000000000000008 0.088035000000000016 -0.086304999999999979 -0.084899999999999989 0.107145 0.055770000000000007 -0.095049999999999982 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7 8 10 -10 11 14 13 -13 -6 18 17 21 23 -20 -21 -17 -23 24 26 -26 27 29 -29 -16
right_child=1 2 3 4 7 6 -8 -9 9 -11 -12 12 -14 -15 15 16 -18 -19 19 20 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=2.0838783771163586e-07 -3.0474520892807633e-07 -2.6351090718890192e-07 -2.3824587568232016e-07 7.3767691546322575e-07 -3.0475604335738504e-07 -2.4845946903176948e-07 5.183445981420961e-08 2.3155177147725317e-07 1.6458092543504023e-07 -5.4039508631831266e-07 2.7478933434064945e-07 5.7354671178749027e-07 -2.5226310485364096e-07 2.0706106151161901e-08 -7.5347562715796409e-08 -4.4372049412544357e-07 -7.9192733654140509e-07 4.6669624785928529e-07 7.1662905643929013e-07 -2.7053275851579423e-07 4.2673582305902921e-07 -5.4789924601074695e-09 -4.565241920528462e-07 4.4340095143979853e-07 9.2458808981497164e-08 -8.7586965923946998e-07 -3.6768323963087826e-07 5.2985141435004023e-08 7.0304948429150937e-07 9.0134078103999893e-08
leaf_weight=24 28 25 22 24 31 27 71 31 26 25 31 28 22 30 221 28 21 35 35 37 28 1876 27 20 21 25 25 35 23 219
leaf_count=24 28 25 22 24 31 27 71 31 26 25 31 28 22 30 221 28 21 35 35 37 28 1876 27 20 21 25 25 35 23 219
internal_value=0 -1.61705e-09 1.14854e-09 3.32215e-09 5.08075e-09 1.20296e-07 -3.08996e-08 2.33777e-10 -2.26565e-09 -1.80996e-07 9.68993e-10 -2.07673e-09 1.39134e-07 2.87595e-07 -6.24993e-09 -2.7919e-09 -1.77781e-08 -9.50893e-09 4.04266e-08 2.70209e-07 2.98291e-08 -1.81403e-08 -1.18785e-08 1.41426e-09 -1.41213e-08 -4.33807e-07 2.27918e-08 4.23939e-08 3.10769e-07 7.01716e-09
internal_weight=0 3097 3069 3044 3022 122 98 2900 2869 51 2818 2787 80 58 2707 2676 1987 1966 689 100 65 1931 1903 589 569 46 523 498 58 440
internal_count=3121 3097 3069 3044 3022 122 98 2900 2869 51 2818 2787 80 58 2707 2676 1987 1966 689 100 65 1931 1903 589 569 46 523 498 58 440
is_linear=0
shrinkage=0.1


Tree=9266
num_leaves=31
num_cat=0
split_feature=1213 1429 1420 11 12 155 3 157 475 155 475 475 1453 1451 160 2 159 1447 52 1447 1446 475 151 13 50 132 1211 42 0 12
split_gain=9.30978e-11 8.93198e-11 1.21872e-10 1.85843e-10 8.09846e-10 1.01756e-09 5.74434e-10 3.74225e-10 1.80458e-10 2.90106e-10 2.05797e-10 3.15193e-10 1.19736e-10 1.66379e-10 2.15259e-10 6.17419e-10 2.29129e-10 1.81573e-10 1.32683e-09 1.14092e-09 8.46964e-10 3.34342e-10 4.90725e-10 4.35982e-10 2.04419e-10 1.06991e-09 3.35217e-09 4.67406e-10 6.42286e-10 1.14203e-09
threshold=0.51370000000000016 0.12521000000000002 -0.086589999999999986 0.088215000000000002 0.10149500000000002 0.12509500000000004 -0.14847999999999997 -0.49695999999999996 -0.47599999999999992 0.13131500000000004 -0.10664 -0.091889999999999986 0.087805000000000008 0.078040000000000012 -0.54913999999999985 0.088745000000000004 0.14029500000000003 -0.086279999999999982 -0.0087299999999999982 -0.085644999999999985 0.085345000000000018 -0.086279999999999982 -0.55306499999999992 -0.06977499999999999 0.083090000000000011 -0.083284999999999984 0.11048500000000001 0.087995000000000004 -0.082974999999999979 0.088435000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -5 -6 -4 -9 10 -10 -12 13 14 15 -13 17 18 -16 -19 -20 23 -23 -21 -24 -26 27 28 29 -27
right_child=-2 -3 3 4 6 -7 -8 8 9 -11 11 12 -14 -15 16 -17 -18 19 20 21 -22 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=-2.4282467977952493e-07 2.1506954965389012e-07 2.0926929824582886e-07 -3.9104437902892643e-07 2.7598600652332799e-08 -3.8226039030015663e-07 9.2949224598338671e-07 2.793012294248564e-07 -3.01851963548927e-07 -2.5149104942126101e-07 3.613183451989244e-07 3.952651996996792e-07 6.2538520865018662e-07 1.7088992405999122e-07 -2.3592761180676432e-07 -7.4970518153349983e-07 -1.3432007073749011e-07 -2.813058432119912e-07 7.5332848879838833e-07 5.3511346858560789e-07 -6.2230913869143486e-07 -3.0793980556609316e-07 4.9308161635508437e-07 -1.7466446735484372e-08 3.007196591213523e-08 6.2365912479054391e-07 1.5141582144179285e-07 -1.0038600052790041e-06 -5.2181311610946097e-08 2.2953129239702074e-08 8.4341566393546108e-07
leaf_weight=21 20 20 25 29 35 22 21 20 33 22 20 20 39 31 25 23 30 20 26 20 22 20 2082 21 31 86 30 142 132 33
leaf_count=21 20 20 25 29 35 22 21 20 33 22 20 20 39 31 25 23 30 20 26 20 22 20 2082 21 31 86 30 142 132 33
internal_value=0 -1.37706e-09 -2.74444e-09 -1.09684e-09 1.28368e-07 4.16651e-07 -1.34175e-07 -5.78792e-09 -2.4985e-09 -4.39673e-10 -3.19736e-09 -3.254e-10 -3.11813e-09 -5.54702e-09 -2.96222e-09 2.19031e-07 -6.47168e-09 -3.40661e-09 -1.58964e-07 9.32581e-10 1.48714e-07 -4.86177e-09 -3.17423e-10 -2.88163e-07 -4.20858e-09 5.65907e-08 1.50325e-08 9.28105e-08 1.74838e-07 3.43315e-07
internal_weight=0 3101 3081 3060 107 51 56 2953 2928 2908 2886 2853 2833 2794 2763 43 2720 2690 73 2617 48 2597 2556 41 2536 454 423 393 251 119
internal_count=3121 3101 3081 3060 107 51 56 2953 2928 2908 2886 2853 2833 2794 2763 43 2720 2690 73 2617 48 2597 2556 41 2536 454 423 393 251 119
is_linear=0
shrinkage=0.1


Tree=9267
num_leaves=31
num_cat=0
split_feature=1212 1212 1201 0 3 3 42 42 16 2 128 2 1212 402 401 1210 401 1210 403 403 1 1209 2 402 403 1212 1212 1213 1186 4
split_gain=1.14001e-10 4.56011e-10 4.68283e-10 1.92967e-10 2.86398e-10 4.27491e-10 3.44118e-10 3.48421e-10 4.25694e-10 5.24713e-10 4.78671e-10 2.26874e-10 1.76596e-10 1.80391e-10 5.31506e-10 1.6481e-10 1.86268e-10 1.45621e-10 1.27048e-09 1.75673e-09 6.17267e-10 7.23341e-10 3.45356e-10 2.79607e-10 2.14375e-10 1.58892e-10 2.28108e-10 2.03725e-10 2.91373e-10 2.89346e-10
threshold=0.088030000000000011 0.087440000000000004 -0.08261499999999998 -0.064754999999999993 -0.076514999999999986 -0.078084999999999988 0.091735000000000025 0.088380000000000014 -0.077074999999999991 0.088125000000000023 0.087685000000000013 0.084985000000000019 0.086860000000000007 -0.45015499999999992 -1.0000000180025095e-35 0.24726500000000004 -0.099524999999999988 -0.00046999999999999993 -0.0031149999999999997 -0.011089999999999997 0.08801500000000001 -0.064814999999999984 0.086285000000000014 -0.092954999999999996 -0.53255499999999989 0.083355000000000026 1.0000000180025095e-35 0.10050000000000002 -0.085584999999999981 -0.083249999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 9 10 11 -2 13 14 -4 16 -15 18 19 20 21 22 -18 -23 -19 26 27 28 29 -26
right_child=3 -3 12 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 15 -16 -17 17 24 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.8032011520149357e-07 -1.8830065794739721e-07 -4.2256149108346531e-07 -5.1447203259158421e-07 -2.054146505040914e-07 4.051121789617495e-07 -3.5335905702931602e-07 4.8493634440525235e-07 -2.4067479760248033e-07 4.8087823558860156e-07 -3.8572044554316762e-07 5.6574923383951025e-07 2.1451435732918377e-07 -2.941805896449794e-07 -2.7380516303310286e-07 1.5162985033364988e-07 2.5583178603483249e-07 2.7071580092297156e-07 -2.5864338131971939e-07 6.9196256617942715e-07 -8.7774696609022573e-07 -2.962910842698976e-07 2.990152877048656e-07 -2.974677677823069e-07 8.2146154625206699e-07 2.1038577339519785e-08 -2.6966017104128198e-07 3.0081336637977075e-07 -2.8679271349574264e-07 -4.5563882944016144e-09 5.3604691217401525e-07
leaf_weight=20 29 26 25 24 26 23 21 32 27 23 21 27 21 25 23 25 20 33 29 21 27 21 23 20 24 22 25 25 2393 20
leaf_count=20 29 26 25 24 26 23 21 32 27 23 21 27 21 25 23 25 20 33 29 21 27 21 23 20 24 22 25 25 2393 20
internal_value=0 -5.66979e-09 -1.85587e-09 6.4355e-08 9.26278e-08 5.26052e-08 1.04478e-07 5.42293e-08 1.28536e-07 3.34033e-08 1.58596e-07 5.91372e-09 -5.27313e-09 -3.1071e-09 -1.95298e-07 2.43855e-10 -2.09841e-09 4.14601e-10 9.26427e-08 -3.9026e-08 1.19651e-07 2.53347e-07 -3.31963e-08 5.53867e-07 -5.42676e-09 -2.09629e-09 2.70584e-10 -2.78123e-09 1.32305e-10 2.55133e-07
internal_weight=0 2868 2842 253 229 203 180 159 127 100 77 56 2822 2801 48 2753 2728 2703 161 132 111 84 43 41 2542 2509 2487 2462 2437 44
internal_count=3121 2868 2842 253 229 203 180 159 127 100 77 56 2822 2801 48 2753 2728 2703 161 132 111 84 43 41 2542 2509 2487 2462 2437 44
is_linear=0
shrinkage=0.1


Tree=9268
num_leaves=31
num_cat=0
split_feature=1211 12 1185 393 403 39 33 42 47 47 9 3 47 1453 131 124 0 1452 3 3 4 150 1213 1210 12 401 3 42 472 4
split_gain=1.12819e-10 3.23104e-10 1.42427e-10 1.50383e-10 2.69075e-10 1.04668e-10 3.40189e-10 3.26198e-10 1.17663e-10 7.38623e-10 5.91492e-10 1.78124e-09 4.59838e-10 1.84702e-10 2.72714e-10 1.75884e-10 1.75447e-10 1.53626e-10 1.58781e-10 1.04546e-09 5.76249e-10 3.96706e-10 3.56387e-10 2.09596e-09 1.42662e-09 8.88115e-10 3.3699e-10 5.43384e-10 3.21468e-10 3.36035e-10
threshold=0.11301500000000002 0.096395000000000022 -0.10973499999999999 0.10389500000000002 -0.085534999999999986 -1.0000000180025095e-35 -0.009184999999999997 -0.018024999999999996 0.094160000000000008 0.096475000000000019 0.09055500000000001 -0.13309499999999996 0.091340000000000018 -1.0000000180025095e-35 0.095715000000000008 0.10281000000000001 -0.026509999999999995 -0.073879999999999987 -0.080564999999999984 -0.080104999999999996 -0.069999999999999993 0.12765500000000005 -0.085284999999999986 -0.064799999999999983 0.088725000000000012 -0.06959499999999999 -0.080934999999999993 0.087550000000000017 -0.065034999999999996 -0.51843499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 7 -7 -4 10 -10 12 -12 15 -11 16 17 -15 -8 26 20 -20 22 24 -24 -21 -25 -19 -28 -27 -30
right_child=1 -3 3 4 -6 6 8 -9 9 13 11 -13 -14 14 -16 -17 -18 18 19 21 -22 -23 23 25 -26 28 27 -29 29 -31
leaf_value=-2.6880225107106525e-07 3.3214143336913872e-07 -1.082884465624316e-07 -1.399278290775258e-07 3.9551431252850589e-07 -5.5204990893024071e-08 -3.417300293525235e-07 2.2744923697886137e-07 3.3060548528349981e-07 6.2766872317643864e-07 3.0640336110110414e-07 3.6281233803947546e-07 -8.7281622995760699e-07 4.7397791718140071e-07 6.1750275641466083e-08 -2.5676488017872522e-07 2.8794521092834204e-07 -2.294511101235517e-07 1.196422571122039e-09 -8.94778696376653e-07 8.7874753890424655e-07 -1.774868286711732e-07 3.2105601476497683e-07 -9.1605348391912809e-07 5.5382632568195659e-07 -9.0132443595145818e-08 2.8894425240807703e-07 6.6939559445700075e-07 -8.1480242078339801e-09 -4.1081765729700241e-07 -3.8985902266454818e-08
leaf_weight=20 36 31 26 26 27 30 27 34 21 20 20 28 20 206 38 20 23 1284 21 21 24 33 27 26 55 29 20 29 25 874
leaf_count=20 36 31 26 26 27 30 27 34 21 20 20 28 20 206 38 20 23 1284 21 21 24 33 27 26 55 29 20 29 25 874
internal_value=0 1.2836e-07 -2.81928e-09 -1.06593e-09 1.65903e-07 -4.03451e-09 -6.72007e-09 1.26708e-07 -3.24366e-09 5.51793e-08 -1.02101e-08 -3.57971e-07 -3.62527e-09 1.32898e-08 -8.66623e-09 -7.4233e-09 3.2503e-08 -9.79099e-09 -1.23864e-08 -3.98744e-08 -5.12223e-07 -2.03738e-08 -3.10334e-08 -4.71954e-08 1.77584e-07 -2.26051e-08 1.10186e-08 2.684e-07 -3.87551e-08 -4.93261e-08
internal_weight=0 67 3054 3034 53 2981 2921 60 2891 308 2583 48 2535 287 267 2515 229 2495 2468 1135 45 1090 1057 981 76 954 1333 49 928 899
internal_count=3121 67 3054 3034 53 2981 2921 60 2891 308 2583 48 2535 287 267 2515 229 2495 2468 1135 45 1090 1057 981 76 954 1333 49 928 899
is_linear=0
shrinkage=0.1


Tree=9269
num_leaves=31
num_cat=0
split_feature=132 394 132 50 131 400 402 15 13 1212 3 3 1212 13 394 390 1212 1212 1212 43 1212 12 1456 4 1456 1456 3 3 15 1456
split_gain=1.08716e-10 3.06733e-10 1.65347e-10 2.04741e-10 1.13636e-10 1.46552e-10 1.14816e-10 1.65089e-10 1.21115e-10 1.06363e-10 4.84566e-10 2.69261e-10 5.61309e-10 2.90586e-10 1.0871e-10 2.60977e-10 1.19658e-10 1.12448e-10 2.45992e-10 7.10812e-10 3.0444e-10 2.24973e-10 1.94889e-10 8.19406e-10 2.79211e-10 2.15815e-10 7.23189e-10 5.4784e-10 5.40016e-10 4.9901e-10
threshold=-0.083174999999999985 0.090335000000000013 -0.084644999999999984 0.09227500000000001 -0.076979999999999979 0.10782000000000001 0.087450000000000014 0.084510000000000016 -0.016469999999999995 0.10321500000000002 -0.076514999999999986 -0.082284999999999983 0.13592000000000001 -0.011289999999999998 -0.12099999999999998 0.090205000000000007 0.096720000000000014 0.091315000000000021 0.087615000000000012 -0.0087399999999999995 0.086995000000000017 0.089085000000000011 -0.15308499999999997 -0.065794999999999979 -0.091834999999999986 -0.079429999999999987 -0.078244999999999995 -0.095524999999999985 -0.091184999999999988 -0.074164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 -1 6 7 8 -6 14 11 13 -13 -11 -2 16 17 18 20 -20 22 -19 23 -16 -24 26 27 -26 -29 -27
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 10 -12 12 -14 -15 15 -17 -18 21 19 -21 -22 -23 24 -25 25 29 -28 28 -30 -31
leaf_value=1.6807579582387973e-07 1.6800328001568849e-07 3.1802870397669845e-07 -3.2766203229460772e-07 -2.9493940921817604e-07 1.6762789874476205e-07 -2.4283221249683198e-07 -1.7119142482394743e-07 2.7343384608705626e-07 -1.3161527581479805e-07 -7.2356686845962724e-08 5.1805104858844559e-07 1.4816983850877201e-07 -5.7619316010004703e-07 3.8804113153481433e-07 -7.0849121712512909e-07 -3.557295377461179e-07 -2.4551859397092816e-07 -5.289585596588238e-08 -6.0219322034527075e-07 1.3779892482388178e-07 3.6391034652554124e-07 4.0568954254638364e-07 3.3576404939594799e-07 3.8961818621497849e-08 -3.8308954024366612e-07 5.0291775060884453e-07 -6.3567378239658081e-07 -1.3639489083061562e-07 5.8966180929365647e-07 1.2884111419128988e-09
leaf_weight=33 37 31 22 27 21 28 26 27 38 29 22 23 20 26 20 21 20 23 25 27 23 20 25 55 22 20 23 20 21 2346
leaf_count=33 37 31 22 27 21 28 26 27 38 29 22 23 20 26 20 21 20 23 25 27 23 20 25 55 22 20 23 20 21 2346
internal_value=0 5.15825e-09 -6.74513e-08 -3.88281e-08 1.14301e-09 -3.82054e-08 1.29513e-08 6.86223e-08 -2.5105e-08 1.77645e-09 9.39324e-08 -1.27787e-09 -1.88743e-07 1.45286e-07 -2.24783e-09 -4.57143e-09 -1.83005e-09 -4.66578e-12 -2.63024e-09 -2.17967e-07 1.7183e-09 1.604e-07 -1.54597e-09 -1.60359e-07 3.26266e-09 -1.27447e-10 -1.55738e-07 1.94767e-08 2.35488e-07 5.52873e-09
internal_weight=0 2899 222 200 173 140 112 86 59 2868 120 98 43 55 2748 2711 2690 2670 2627 52 2575 43 2552 75 2477 2452 86 63 41 2366
internal_count=3121 2899 222 200 173 140 112 86 59 2868 120 98 43 55 2748 2711 2690 2670 2627 52 2575 43 2552 75 2477 2452 86 63 41 2366
is_linear=0
shrinkage=0.1


Tree=9270
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 49 474 1429 475 1429 474 157 4 42 157 157 157 1 1451 481 481 481 481 1453 133 1371 160 2 1447 479 15
split_gain=9.92596e-11 3.30208e-10 1.89664e-10 1.28669e-10 3.83143e-10 4.87904e-10 1.35451e-10 1.36948e-10 2.10243e-10 2.45661e-10 1.11754e-10 7.43596e-10 1.01376e-09 5.65287e-10 5.565e-10 4.80288e-10 3.08304e-10 1.67964e-10 3.14263e-10 3.85419e-10 4.4111e-10 6.36839e-10 3.6829e-10 3.023e-10 1.48083e-10 2.33994e-10 4.36617e-10 6.15928e-10 4.21346e-10 1.78291e-10
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.060529999999999994 0.086815000000000017 -0.084054999999999977 -0.0091699999999999993 0.058495000000000012 0.12387000000000002 -0.14697499999999997 -0.087424999999999989 -0.0094449999999999968 0.084695000000000006 -0.086394999999999986 -0.085474999999999982 -0.083699999999999983 0.095285000000000022 0.080930000000000016 -0.15265499999999996 -0.087644999999999987 -0.085784999999999986 -0.081614999999999979 -0.084064999999999987 0.086695000000000008 0.08976000000000002 -0.52439499999999983 0.084755000000000011 -0.076814999999999981 0.086465000000000014 0.11773500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -5 8 9 -8 11 16 -13 -12 -15 -16 -11 18 -17 -20 -21 -22 -23 -19 25 26 -24 -28 29 -27
right_child=1 2 3 6 -6 -7 7 -9 -10 10 13 12 -14 14 15 17 -18 23 19 20 21 22 24 -25 -26 28 27 -29 -30 -31
leaf_value=-2.0257776019623941e-07 3.7907069813924037e-07 -2.7556365279224339e-07 -1.6835746832622959e-08 -2.3854549861349977e-07 -2.1405747382630128e-07 6.733002345526985e-07 3.3279064940540016e-07 1.9116446339169031e-07 -3.1040767822787529e-07 3.1259139697275329e-07 4.7444484152947557e-07 -9.4160001196996755e-07 4.2108701915243396e-08 -4.8265509965024953e-07 4.8923670902922823e-07 -3.3933706029236941e-07 -1.6513730827227846e-07 -6.5726077790574115e-08 3.3705999383624715e-07 -4.0162187226704713e-07 4.1508602508757677e-07 -4.3590780844482426e-07 5.7261978611222733e-07 4.1649633627772485e-07 -2.522966129940111e-07 2.2019500181407758e-09 -3.7459919571925969e-07 3.3820449969139362e-07 -4.3385073957364038e-07 -1.2756890338717822e-07
leaf_weight=24 23 25 21 24 20 20 22 37 22 35 25 20 22 24 20 28 22 26 33 28 36 20 20 26 24 2291 22 27 23 111
leaf_count=24 23 25 21 24 20 20 22 37 22 35 25 20 22 24 20 28 22 26 33 28 36 20 20 26 24 2291 22 27 23 111
internal_value=0 1.57576e-09 -1.2487e-09 1.00052e-09 1.44775e-07 3.19816e-07 -1.93464e-09 -1.87658e-11 -2.4355e-09 -1.0318e-10 -2.64347e-09 -1.0705e-07 -4.26324e-07 1.06925e-09 -3.22012e-09 9.86983e-10 1.28205e-07 -2.6097e-09 -6.08538e-09 -2.54418e-09 -6.85123e-09 -2.55691e-09 -8.48093e-09 1.75385e-07 -5.08595e-09 -2.70702e-09 1.7888e-07 1.81702e-08 -7.87383e-09 -3.79495e-09
internal_weight=0 3097 3074 3049 61 41 2988 2964 2927 2905 2883 99 42 2784 2759 2735 57 2715 2663 2635 2602 2574 2538 52 2518 2494 69 49 2425 2402
internal_count=3121 3097 3074 3049 61 41 2988 2964 2927 2905 2883 99 42 2784 2759 2735 57 2715 2663 2635 2602 2574 2538 52 2518 2494 69 49 2425 2402
is_linear=0
shrinkage=0.1


Tree=9271
num_leaves=31
num_cat=0
split_feature=142 11 151 0 43 147 147 447 150 150 150 150 150 150 1374 42 150 150 34 130 1 47 4 47 47 47 2 160 1365 1375
split_gain=9.66733e-11 1.93356e-10 1.1772e-10 4.06391e-10 6.84475e-10 1.35173e-10 3.02119e-10 1.79341e-10 1.2605e-10 1.37141e-10 2.12496e-10 2.00848e-10 2.04764e-10 1.94211e-10 6.07518e-10 5.80989e-10 1.95505e-10 2.36021e-10 2.9128e-10 1.95044e-10 2.78003e-10 1.53083e-10 3.17715e-10 2.654e-10 1.21801e-09 1.04312e-09 3.46104e-10 5.26897e-10 1.88525e-10 2.23774e-10
threshold=-0.057499999999999989 -1.0000000180025095e-35 0.10561000000000002 -0.08317999999999999 -0.074359999999999996 0.10361000000000002 0.095485000000000014 0.09227500000000001 0.12706500000000001 0.11386500000000001 0.10980500000000001 0.10479000000000001 0.099590000000000026 0.090480000000000019 0.089635000000000006 0.083865000000000009 0.087865000000000013 0.086615000000000011 -0.097449999999999981 -0.23123999999999997 0.16540500000000002 0.11939500000000002 0.058735000000000009 0.092710000000000015 0.09585500000000001 0.09055500000000001 0.10402500000000002 0.05259500000000001 0.085025000000000017 0.084315000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 6 7 8 9 10 11 12 13 14 16 -15 17 18 -3 -20 21 23 -23 25 -25 28 27 -26 29 -21
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 15 -16 -17 -18 -19 19 20 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=1.9992502326241871e-07 -2.6314516112790901e-07 3.8172457955454325e-07 -3.4874818809324132e-07 5.0984173469714735e-07 4.0649720393135107e-07 -2.4909982375799122e-07 3.530571720015511e-07 -2.9437438418729775e-07 -2.1225508228488775e-07 1.9768998023599645e-07 -3.1839592658061952e-07 2.6270203471571659e-07 -2.7089640131094939e-07 5.3225980468596387e-07 -5.3836895133264035e-07 -1.7235478692741296e-07 2.5982008886440497e-07 -3.2018796416551874e-07 3.0976585605912989e-07 -8.5509086684381393e-10 -3.6609287541350139e-07 3.4238977406904527e-07 -3.5187005774052801e-08 -8.5588354323817841e-07 -4.8845139056713785e-08 7.2330607792991951e-07 -3.8005529722795474e-07 5.0011273803107777e-07 2.9622712866788401e-07 -2.5567746876374388e-07
leaf_weight=24 28 20 28 20 21 22 24 21 28 35 21 29 28 25 21 22 29 23 20 2240 21 39 52 20 139 20 25 20 21 35
leaf_count=24 28 20 28 20 21 22 24 21 28 35 21 29 28 25 21 22 29 23 20 2240 21 39 52 20 139 20 25 20 21 35
internal_value=0 -1.55125e-09 8.35397e-10 1.29976e-07 -2.50716e-08 -2.13483e-09 -3.10375e-10 -3.18134e-09 -1.09642e-09 9.38841e-10 -1.46056e-09 8.7557e-10 -1.81697e-09 8.81533e-10 -2.56956e-09 2.0244e-07 1.56105e-09 -1.21799e-09 1.52763e-09 -1.33961e-09 -3.70364e-09 -7.88977e-10 1.26632e-07 -5.39028e-09 -1.14737e-07 4.24127e-09 -3.41772e-08 2.02062e-08 -2.02236e-09 -4.77544e-09
internal_weight=0 3097 3069 69 49 3000 2978 2954 2933 2905 2870 2849 2820 2792 2745 47 2724 2695 2672 2652 2632 2611 91 2520 204 2316 184 159 2296 2275
internal_count=3121 3097 3069 69 49 3000 2978 2954 2933 2905 2870 2849 2820 2792 2745 47 2724 2695 2672 2652 2632 2611 91 2520 204 2316 184 159 2296 2275
is_linear=0
shrinkage=0.1


Tree=9272
num_leaves=31
num_cat=0
split_feature=130 12 154 157 1419 1420 49 1419 474 151 0 16 147 147 148 1429 1429 2 123 16 475 45 11 1184 1 13 16 2 131 13
split_gain=9.60768e-11 2.29366e-10 9.87103e-11 2.1712e-10 2.34512e-10 3.88585e-10 4.66833e-10 1.38342e-10 1.36451e-10 1.23229e-10 7.76574e-10 4.98876e-10 1.60169e-10 3.13489e-10 1.92381e-10 1.29867e-10 5.74983e-10 2.91317e-10 2.45635e-10 2.02765e-10 3.34705e-10 1.68433e-10 6.1769e-10 1.82152e-10 1.57238e-10 4.65147e-10 1.68876e-10 3.01967e-10 3.30964e-10 2.67621e-10
threshold=-0.23647499999999996 0.23631000000000002 0.085530000000000009 0.63604500000000008 0.086505000000000012 -0.083904999999999993 0.08610000000000001 1.0000000180025095e-35 0.11454000000000002 0.10561000000000002 -0.08317999999999999 -0.013024999999999998 0.10245000000000001 0.095485000000000014 -0.098399999999999974 0.091545000000000015 0.087415000000000007 0.10803500000000001 0.11679000000000002 0.63636000000000015 0.12365000000000002 0.094030000000000016 -1.0000000180025095e-35 0.089075000000000015 0.12408500000000001 0.01128 -0.50690499999999983 0.13913500000000004 0.09172000000000001 -0.085669999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 -7 8 9 12 11 -11 13 14 -2 16 18 -17 19 20 21 22 -16 24 -24 26 -26 28 29 -28
right_child=1 -3 -4 -5 5 6 -8 -9 -10 10 -12 -13 -14 -15 15 17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-2.1847020885701341e-07 -2.7541629088126192e-07 3.2315375652170919e-07 2.101764535340904e-07 -3.308104767540954e-07 5.492666798545543e-07 -1.7195344008623345e-07 3.8161131010383547e-07 -2.1506740504337946e-07 -2.1853610993777444e-07 -3.8823232503003832e-07 6.3989373681276151e-07 2.4401786700896841e-07 -2.7257905902512326e-07 3.7430022892046757e-07 5.2597617112646528e-07 -9.3116569388485015e-08 -5.3895811547022276e-07 4.4662115755045312e-07 2.6629453637216264e-07 -2.5440697584144803e-07 4.0637106554441968e-07 -2.4822643638344746e-07 -2.3140134332444966e-09 2.739748125528106e-07 2.2276155635024354e-07 -5.4367453036060651e-07 -9.0010482402985452e-08 -2.9146640889104509e-07 -2.9120787782436052e-07 3.7873407685420437e-07
leaf_weight=20 26 22 22 20 20 39 25 31 29 26 21 24 22 22 22 20 20 20 34 32 20 28 2376 23 21 21 21 44 21 29
leaf_count=20 26 22 22 20 20 39 25 31 29 26 21 24 22 22 22 20 20 20 34 32 20 28 2376 23 21 21 21 44 21 29
internal_value=0 1.41208e-09 -8.86821e-10 -2.40576e-09 -2.43067e-10 1.64517e-07 4.42828e-08 -4.92978e-09 -2.70039e-09 -5.3681e-10 1.2958e-07 -8.47522e-08 -3.81047e-09 -1.69872e-09 -4.67639e-09 -2.11853e-09 -4.75674e-09 1.76752e-07 -7.87934e-10 -4.20434e-09 -1.15541e-09 -4.28301e-09 -1.63351e-09 -6.17475e-09 -8.71855e-09 -1.05643e-07 -3.80061e-08 -8.56245e-08 4.19395e-08 1.81861e-07
internal_weight=0 3101 3079 3057 3037 84 64 2953 2922 2893 71 50 2822 2800 2778 2752 2712 40 2692 2658 2626 2606 2578 2556 2533 157 136 115 71 50
internal_count=3121 3101 3079 3057 3037 84 64 2953 2922 2893 71 50 2822 2800 2778 2752 2712 40 2692 2658 2626 2606 2578 2556 2533 157 136 115 71 50
is_linear=0
shrinkage=0.1


Tree=9273
num_leaves=31
num_cat=0
split_feature=1429 156 1425 16 13 13 42 133 43 0 475 1 2 16 1 12 16 4 42 130 43 42 52 15 12 142 11 160 160 3
split_gain=9.39741e-11 3.63025e-10 1.57369e-10 1.2841e-10 2.61218e-10 4.36373e-10 3.60051e-10 7.01771e-10 1.72434e-09 3.8757e-10 3.94252e-10 4.02929e-10 3.1116e-10 2.60564e-10 1.012e-09 1.1775e-09 3.38129e-10 3.2195e-10 2.7847e-10 1.96622e-10 2.04957e-10 3.84518e-10 1.96654e-10 1.89864e-10 2.01628e-10 3.64127e-10 2.39944e-10 1.92967e-10 6.4534e-10 4.80599e-10
threshold=-0.23752499999999996 0.32523500000000005 0.10034500000000002 0.31475000000000003 -0.074519999999999989 -0.070304999999999992 -0.067534999999999998 0.090665000000000009 -0.095589999999999994 -0.073309999999999986 0.036560000000000002 0.10538500000000002 0.10981000000000002 0.15891500000000003 0.085475000000000009 0.092550000000000007 0.26676500000000009 -0.093124999999999986 0.088060000000000013 -0.22699999999999995 -0.15582499999999996 0.10024000000000001 0.092320000000000013 0.19724500000000003 0.12757000000000002 -0.057499999999999989 -1.0000000180025095e-35 0.081905000000000019 0.062030000000000009 0.096675000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 -5 -6 7 8 -7 -8 11 12 -11 19 15 16 18 -16 -15 -2 21 22 -21 24 25 -22 -27 28 -28 -29
right_child=1 -3 -4 4 5 6 9 -9 -10 10 -12 -13 -14 14 17 -17 -18 -19 -20 20 23 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-2.0594649961160694e-07 -2.9568085890022386e-07 4.2612897630078808e-07 -2.4165685277710982e-07 3.0553177295517415e-07 -2.8935042001569094e-07 2.5140205093521221e-07 5.0907777183592122e-07 3.9044474291927151e-07 -9.6248868094955306e-07 1.6785964072779838e-07 -2.9730783716835118e-07 -7.0696267822572491e-08 6.7377910880850325e-07 1.7020413152797695e-07 4.300599879196588e-07 -8.6646003783893591e-07 -4.6708695663255643e-07 -4.7099749222157844e-08 -2.8354248026321978e-07 9.4424659054042165e-08 4.0286342342907039e-07 4.8010089509868223e-07 -2.3453108312986887e-07 2.8927085599599939e-07 -2.2847744133969171e-07 -3.2727862928724158e-07 2.4701471142986206e-09 -3.1524292029862172e-08 5.3524761691060914e-07 -4.255378553352785e-07
leaf_weight=22 22 20 27 39 37 25 28 20 22 31 21 36 20 38 31 28 20 26 21 135 22 24 21 22 40 23 1974 268 23 35
leaf_count=22 22 20 27 39 37 25 28 20 22 31 21 36 20 38 31 28 20 26 21 135 22 24 21 22 40 23 1974 268 23 35
internal_value=0 1.46312e-09 -1.29535e-09 8.31047e-10 6.54977e-08 2.64921e-08 8.40595e-08 -1.05684e-07 -3.16802e-07 1.77536e-07 9.15806e-08 1.8545e-07 3.66259e-07 -5.67526e-09 -1.27939e-07 -3.09245e-07 -1.11752e-07 2.12408e-07 8.7011e-09 2.01016e-09 4.54174e-09 1.0747e-07 5.01422e-08 -3.15543e-09 -5.85286e-09 -2.05543e-09 -5.89022e-09 -2.67633e-09 8.60629e-09 -7.70374e-08
internal_weight=0 3099 3079 3052 279 240 203 67 47 136 108 87 51 2773 164 107 79 57 59 2609 2587 180 156 2407 2385 2345 2323 2300 1997 303
internal_count=3121 3099 3079 3052 279 240 203 67 47 136 108 87 51 2773 164 107 79 57 59 2609 2587 180 156 2407 2385 2345 2323 2300 1997 303
is_linear=0
shrinkage=0.1


Tree=9274
num_leaves=31
num_cat=0
split_feature=472 1429 474 156 43 156 156 156 157 42 51 3 475 157 1429 156 1429 151 3 2 52 151 376 34 43 43 45 11 160 160
split_gain=1.04339e-10 2.71399e-10 1.67202e-10 1.38216e-10 2.95898e-10 2.17844e-10 4.40223e-10 3.35738e-10 1.71372e-10 2.54131e-10 1.40975e-10 1.78387e-10 1.39654e-10 2.71556e-10 1.65959e-10 1.38666e-10 5.49067e-10 1.77572e-10 7.75008e-10 2.29904e-09 7.79224e-10 3.76362e-10 2.3971e-10 3.80097e-10 3.43303e-10 4.80601e-10 2.90451e-10 5.98103e-10 1.7579e-10 9.13669e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.11454000000000002 0.096630000000000008 -0.08076499999999999 0.092385000000000009 0.091255000000000017 0.090100000000000013 0.10977500000000003 0.089015000000000025 -0.093639999999999987 0.083060000000000009 0.05680000000000001 0.23903500000000003 -0.08262499999999999 0.087720000000000006 0.084770000000000012 -0.11344499999999999 -0.087429999999999994 0.087545000000000026 -0.015539999999999998 -0.09693499999999998 0.080200000000000007 -0.010024999999999997 -0.052894999999999991 -0.081779999999999978 0.094030000000000016 -1.0000000180025095e-35 0.08325500000000001 0.066685000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 12 10 -10 -6 -12 13 14 -3 17 -17 18 -16 -20 -21 -19 26 -24 25 -25 27 -23 29 -29
right_child=1 2 -4 4 8 -7 -8 -9 9 -11 11 -13 -14 -15 15 16 -18 21 19 20 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-2.0769938160469792e-07 3.4384501769518072e-07 -2.6345923001732295e-07 -2.2833912574071747e-07 3.3091416738874944e-07 2.9272722085975319e-07 -2.7641673825253918e-07 4.5521506503324161e-07 -3.934644426031107e-07 -3.5389782621564338e-07 1.016677855384766e-07 1.5226973010589304e-07 -2.2410775628145528e-07 -2.0578398113347058e-07 3.5108911527521003e-07 2.5314696891224519e-07 4.3197634249002979e-07 -2.2124192391650222e-07 4.1492202120190829e-07 -1.1684984286830513e-06 -3.907392497764634e-07 3.319897815247584e-07 5.4039925558413414e-07 -1.2646734872098418e-07 1.3479733304906873e-07 -1.27154736739854e-08 7.2409587437505258e-07 -3.612291980358429e-07 -5.2610036111867371e-09 -8.15379168109416e-08 6.577252069375629e-07
leaf_weight=24 23 24 32 39 27 29 21 22 25 24 34 20 33 22 38 31 22 22 22 26 35 20 39 31 32 25 23 2044 291 21
leaf_count=24 23 24 32 39 27 29 21 22 25 24 34 20 33 22 38 31 22 22 22 26 35 20 39 31 32 25 23 2044 291 21
internal_value=0 1.61251e-09 -9.48115e-10 1.4439e-09 8.93307e-08 -3.72591e-09 -9.45307e-10 -4.33864e-09 1.68556e-08 -1.30764e-07 1.06156e-07 1.28707e-08 -1.28231e-09 1.15575e-09 -1.64779e-09 6.6061e-10 1.60829e-07 -2.51996e-09 -1.20884e-07 -2.92127e-07 2.39413e-08 3.10094e-09 -4.85784e-10 1.33402e-07 2.48571e-07 3.97877e-07 -7.57361e-09 -4.15017e-09 -8.77283e-09 1.48123e-09
internal_weight=0 3097 3074 3042 169 2873 2844 2823 130 49 81 54 2801 2768 2746 2722 53 2669 121 83 61 2548 2526 127 88 56 2399 2376 2356 2065
internal_count=3121 3097 3074 3042 169 2873 2844 2823 130 49 81 54 2801 2768 2746 2722 53 2669 121 83 61 2548 2526 127 88 56 2399 2376 2356 2065
is_linear=0
shrinkage=0.1


Tree=9275
num_leaves=31
num_cat=0
split_feature=1429 156 1429 131 131 1447 12 130 130 1203 480 133 0 15 1 1213 132 1 131 1 4 3 12 480 12 1447 160 132 1203 1204
split_gain=1.04557e-10 3.22047e-10 1.21671e-10 1.06894e-10 3.59927e-10 5.25915e-10 1.16578e-09 2.61815e-10 8.60187e-10 5.32001e-10 2.30878e-10 5.26494e-10 2.89963e-10 1.90777e-10 3.71951e-10 3.18266e-10 2.84146e-10 2.09708e-10 2.93865e-10 2.58499e-10 3.13881e-10 3.14081e-10 1.98069e-10 1.71478e-10 8.42154e-10 1.34581e-09 6.15754e-10 1.70409e-10 3.15012e-09 2.09165e-09
threshold=-0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.090690000000000007 0.090150000000000022 0.059120000000000013 0.087285000000000015 0.08610000000000001 0.092225000000000015 0.086445000000000008 0.10344000000000002 0.091935000000000003 -0.079829999999999998 0.092145000000000019 0.094090000000000021 -0.079804999999999987 0.12249 0.13707500000000003 0.10970000000000001 0.11751000000000002 -0.016304999999999997 -0.077644999999999978 0.090840000000000018 0.086930000000000021 0.083985000000000018 -0.086279999999999982 -0.023379999999999995 -0.083284999999999984 0.089165000000000008 -0.081484999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 10 -7 9 -9 13 23 12 -12 15 -15 -5 17 18 19 20 22 -22 -17 27 -25 -26 -27 28 -4 -29
right_child=1 -3 3 7 -6 6 -8 8 -10 -11 11 -13 -14 14 -16 16 -18 -19 -20 -21 21 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=-2.1722933044285045e-07 -2.3537919004597412e-07 4.0152833264528453e-07 -6.2710069891648776e-08 -2.7207396451076146e-07 -3.9183846437159291e-07 -1.6783755811610763e-07 8.9894502394827227e-07 -6.5629802044159511e-07 1.3753686246422477e-07 5.738815076483661e-07 -2.4754793280123978e-07 -5.7875192641424058e-07 2.909341804979704e-07 5.6414252981085165e-07 -4.9466746889135858e-10 1.4596799890010847e-07 4.2053770130223714e-07 2.4132590586608179e-07 -2.9120360445424679e-07 -2.2029280281848126e-07 5.8165058166278789e-07 6.8265273557043522e-08 -2.7837028126627543e-07 5.3912100297841814e-07 -6.4406876079969024e-07 6.0488970727116495e-07 -1.4640329347059834e-07 -1.0100063593519e-06 1.2367841504458608e-06 -7.3416037669891879e-09
leaf_weight=22 22 20 167 33 24 21 20 21 39 21 20 23 20 20 28 22 20 36 33 28 22 26 22 33 26 24 20 21 21 2246
leaf_count=22 22 20 167 33 24 21 20 21 39 21 20 23 20 20 28 22 20 36 33 28 22 26 22 33 26 24 20 21 21 2246
internal_value=0 1.54777e-09 -1.05035e-09 6.36016e-10 -6.31362e-09 -2.83781e-09 3.52544e-07 5.09506e-08 -1.40305e-07 8.78489e-08 -8.39701e-09 -1.97517e-07 2.16931e-08 5.26534e-08 2.34771e-07 1.65309e-08 6.21001e-08 2.41702e-08 -2.69252e-08 4.57513e-08 1.26721e-07 3.03567e-07 -6.62011e-08 -3.73925e-09 1.22665e-07 -7.36643e-08 2.63393e-07 -9.04256e-09 8.24462e-08 -1.66296e-08
internal_weight=0 3099 3079 3057 2686 2662 41 371 60 311 2621 63 40 290 48 242 209 189 153 120 92 48 44 2558 103 70 44 2455 188 2267
internal_count=3121 3099 3079 3057 2686 2662 41 371 60 311 2621 63 40 290 48 242 209 189 153 120 92 48 44 2558 103 70 44 2455 188 2267
is_linear=0
shrinkage=0.1


Tree=9276
num_leaves=31
num_cat=0
split_feature=156 475 481 473 156 475 1447 2 472 1447 1455 1455 1453 0 1456 1456 1456 482 484 130 2 52 121 33 156 1454 157 157 16 52
split_gain=1.13686e-10 1.8347e-10 9.98349e-11 1.18814e-10 1.38526e-10 1.23344e-10 1.37724e-10 6.82684e-10 3.08112e-10 2.00026e-10 1.72239e-10 9.86571e-10 7.27721e-10 7.79325e-10 1.05949e-09 3.60407e-10 1.01026e-09 3.66735e-10 2.06836e-10 1.08351e-09 1.02511e-09 9.68985e-10 4.58563e-10 1.98901e-10 1.78903e-10 5.80466e-10 3.12358e-10 3.52796e-10 2.73138e-10 2.67968e-10
threshold=0.3248100000000001 0.13528000000000004 0.15658500000000003 0.076475000000000001 -0.094124999999999986 0.051590000000000004 -0.086849999999999997 0.086330000000000004 -0.083144999999999983 -0.086254999999999984 0.087480000000000016 0.090900000000000022 -0.077764999999999987 -0.067624999999999977 -0.069024999999999989 -0.11085999999999999 -0.23785999999999999 0.11562500000000002 0.10126500000000001 -0.23123999999999997 0.11474000000000002 -0.023194999999999997 -0.094339999999999993 -0.044254999999999996 0.09747500000000002 0.096235000000000015 0.088145000000000015 1.0000000180025095e-35 0.0039400000000000008 0.51734000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -8 -10 15 -12 -13 14 -14 16 17 -11 19 -17 21 -20 -21 -24 25 26 27 29 -26 -25
right_child=-2 -3 -4 -5 5 -7 8 -9 9 10 11 12 13 -15 -16 18 -18 -19 20 22 -22 -23 23 24 28 -27 -28 -29 -30 -31
leaf_value=2.0716459725456104e-07 -2.2149825082104383e-07 2.962262217785056e-07 2.1693311341983817e-07 -1.9057325360880428e-07 -2.7428748564280646e-07 1.8461827380633622e-07 -3.1595362743885862e-07 4.0696532796334257e-07 2.7769756093221079e-07 -3.2845458421874082e-07 -6.5762557049972071e-07 5.0389600415220077e-07 -7.9085162055364971e-07 3.7041044930556193e-07 3.3261166247455503e-08 6.9697954559315311e-07 7.6496398931972773e-07 2.5705194900638162e-07 6.1259927591095226e-07 -4.8478661213380286e-07 -7.6311102334546473e-07 -2.6460535508058859e-07 3.0241739961768747e-07 -5.1157150477940055e-09 4.3568859511077835e-07 -5.4960685488936181e-07 -3.2388169980520385e-07 3.6928866094854133e-07 4.451300096848019e-08 -3.6399087502811008e-07
leaf_weight=32 23 21 21 33 24 35 32 38 25 23 27 24 26 24 39 22 23 20 20 20 21 34 21 2256 21 20 31 25 119 21
leaf_count=32 23 21 21 33 24 35 32 38 25 23 27 24 26 24 39 22 23 20 20 20 21 34 21 2256 21 20 31 25 119 21
internal_value=0 1.65118e-09 -3.59246e-10 -1.85242e-09 2.07715e-10 -2.00647e-09 -4.21616e-09 1.43255e-07 -7.37552e-09 -3.92531e-09 -6.40701e-09 -1.14554e-07 1.52071e-08 -1.16574e-07 -2.96384e-07 -7.93176e-10 2.30011e-07 -5.6126e-08 -6.58303e-09 -1.78013e-09 -1.70266e-07 6.02852e-08 -7.84671e-09 -4.05244e-09 -6.63402e-09 -1.31683e-08 -8.56964e-09 -4.32348e-09 1.03189e-07 -8.4255e-09
internal_weight=0 3098 3077 3056 3023 2991 2956 62 2894 2862 2837 140 113 89 65 2697 66 43 2631 2556 75 54 2534 2514 2493 2353 2333 2302 140 2277
internal_count=3121 3098 3077 3056 3023 2991 2956 62 2894 2862 2837 140 113 89 65 2697 66 43 2631 2556 75 54 2534 2514 2493 2353 2333 2302 140 2277
is_linear=0
shrinkage=0.1


Tree=9277
num_leaves=31
num_cat=0
split_feature=130 121 33 1211 50 42 3 16 394 1186 393 130 390 0 0 0 1 14 41 9 160 1 1 51 1 3 14 48 15 48
split_gain=1.09032e-10 2.4042e-10 1.57807e-10 1.00988e-10 5.61558e-10 4.05841e-10 2.56604e-10 3.79594e-10 1.27278e-10 1.77431e-10 2.27588e-10 1.3303e-10 1.40534e-10 1.20415e-10 9.2252e-10 5.83807e-10 3.5988e-09 2.71444e-10 2.55863e-10 4.88265e-10 2.19147e-10 3.2798e-10 1.14217e-09 6.41905e-10 3.3833e-10 6.48153e-10 6.47911e-10 3.15686e-10 2.62013e-10 5.25943e-10
threshold=-0.23647499999999996 -0.088279999999999983 -0.044254999999999996 0.09030500000000001 0.096900000000000014 0.097020000000000009 -0.082974999999999979 -0.088704999999999992 -0.14580499999999996 -0.095479999999999982 0.10389500000000002 -0.089704999999999993 0.087590000000000015 -0.10151999999999999 -0.099059999999999995 -0.10607499999999999 0.092390000000000014 0.023790000000000002 0.08690500000000001 0.086220000000000005 0.10580000000000002 0.088975000000000012 0.091195000000000012 0.087505000000000013 0.10205500000000002 -0.0069549999999999994 -0.24175999999999997 0.087380000000000013 -0.015039999999999998 -0.072824999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 5 6 -5 -8 -4 -10 11 -11 13 15 -15 20 -17 18 19 -16 21 23 -23 -13 25 -24 -26 -22 29 -28
right_child=1 2 3 4 -6 -7 7 -9 9 10 -12 12 -14 14 17 16 -18 -19 -20 -21 27 22 24 -25 26 -27 28 -29 -30 -31
leaf_value=-2.3274323275757073e-07 3.1035248957778097e-07 2.7217568680541829e-07 -1.8857720946423223e-07 -1.1121504264061904e-07 4.8941011548911905e-07 -3.6462429787976507e-07 5.5898829898415855e-07 -2.9059477761304311e-08 -2.5486750619815474e-07 -2.4474126723693311e-07 2.3800853937289571e-07 5.2866943243336874e-08 1.9033949984676643e-07 -5.6722632074013296e-07 -6.8491025242405926e-09 -4.8865187975169728e-07 1.3647826460783107e-06 -3.5831992564991116e-07 -2.6593778065452592e-07 3.752120049013871e-07 -4.9940250839597417e-07 -7.6868840864108274e-07 2.1765375890936414e-07 5.8147341119534027e-07 5.9321853273429179e-07 -5.1728016425537741e-07 -3.971346524684288e-07 6.2456943510369452e-08 -2.3489041735855509e-07 1.2494266785792869e-07
leaf_weight=20 25 21 38 35 27 26 21 23 28 23 39 154 37 30 2066 22 20 22 37 34 20 20 20 27 21 30 22 20 36 157
leaf_count=20 25 21 38 35 27 26 21 23 28 23 39 154 37 30 2066 22 20 22 37 34 20 20 20 27 21 30 22 20 36 157
internal_value=0 1.49514e-09 -1.01508e-09 -2.89299e-09 8.26644e-08 -2.19274e-08 9.0859e-08 2.516e-07 -6.75668e-09 -4.36182e-09 -1.90674e-09 -5.22707e-09 -3.25611e-09 -5.8533e-09 -1.65064e-08 3.51303e-08 3.93936e-07 -8.85399e-09 -5.25631e-09 -6.63351e-10 6.53483e-09 2.50159e-08 -3.80998e-08 1.3172e-07 1.29904e-08 -2.23307e-07 6.30533e-08 -2.18473e-07 1.12697e-08 6.07767e-08
internal_weight=0 3101 3076 3055 132 105 79 44 2923 2885 2857 2818 2795 2758 2189 569 42 2159 2137 2100 527 487 306 181 286 50 236 40 215 179
internal_count=3121 3101 3076 3055 132 105 79 44 2923 2885 2857 2818 2795 2758 2189 569 42 2159 2137 2100 527 487 306 181 286 50 236 40 215 179
is_linear=0
shrinkage=0.1


Tree=9278
num_leaves=31
num_cat=0
split_feature=46 453 148 447 48 147 1 120 1 9 9 34 10 10 0 40 133 150 1 1 1184 1185 1213 1186 132 1203 132 50 394 129
split_gain=9.98604e-11 1.96816e-10 1.77227e-10 2.26628e-10 1.26292e-10 2.62072e-10 1.01096e-10 3.59033e-10 2.69577e-10 2.06783e-10 2.8492e-10 1.46528e-10 2.66221e-10 4.69082e-10 3.8783e-10 1.23454e-10 3.23532e-10 2.91469e-10 1.22758e-10 2.44827e-10 1.67542e-10 1.5613e-10 2.75391e-10 1.225e-10 2.47593e-10 4.06633e-09 2.8998e-09 4.5274e-10 1.37095e-10 1.7215e-10
threshold=0.10987500000000001 0.10071000000000001 -0.10069499999999999 0.094580000000000011 -0.11155999999999998 0.091170000000000015 0.16540500000000002 1.0000000180025095e-35 0.14860500000000001 0.092890000000000014 0.088235000000000022 -0.08786999999999999 -0.011559999999999999 -0.0069899999999999988 -0.080119999999999983 -0.083564999999999987 0.087415000000000007 -0.10114999999999998 0.13501500000000002 0.13146500000000003 0.084515000000000021 1.0000000180025095e-35 -1.0000000180025095e-35 -0.10142499999999997 -0.083284999999999984 0.089165000000000008 -0.066044999999999979 0.097510000000000013 1.0000000180025095e-35 0.10532000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 9 10 11 -6 14 -14 -13 16 -15 -17 19 20 21 23 -23 -19 25 27 -26 -25 29 -28
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11 -12 12 13 15 -16 17 -18 18 -20 -21 -22 22 -24 24 26 -27 28 -29 -30 -31
leaf_value=2.2757699250837673e-07 2.1230655039258554e-07 -3.1418671948557635e-07 -1.9092308203947621e-07 -2.7549707363997794e-07 2.3495804686472886e-07 2.831468762134605e-07 2.0000471110392939e-07 -3.5205551290769582e-07 3.221112017662073e-07 2.4023348065124345e-07 -3.4042739366668683e-07 -5.1242317721289513e-07 4.8378522365055688e-07 -3.4257521122071924e-07 -1.2698326760827756e-08 3.5524554564487873e-07 1.49579542352285e-07 -2.4410512055727029e-07 -1.6074767129244567e-07 3.4917161805481101e-07 -2.3313432686864549e-07 -3.8667978401463189e-08 3.4257394858627778e-07 7.1511567038366297e-10 -1.209157279191686e-06 1.4180791415881124e-06 9.1577286883426129e-10 -5.0984218859184692e-07 1.8619441110063351e-07 -2.0593981121611782e-07
leaf_weight=34 22 20 34 30 26 33 25 29 26 35 25 25 20 34 41 23 22 21 48 20 31 40 36 132 20 21 2148 20 39 41
leaf_count=34 22 20 34 30 26 33 25 29 26 35 25 25 20 34 41 23 22 21 48 20 31 40 36 132 20 21 2148 20 39 41
internal_value=0 -1.5002e-09 5.3089e-10 -2.00427e-09 7.1705e-10 2.90281e-09 -2.34246e-10 -1.94686e-09 1.56148e-09 -1.34448e-09 -4.32903e-09 -1.3367e-09 -3.54506e-09 1.27719e-09 -2.01988e-07 -2.30224e-09 -1.49229e-07 8.14379e-10 -2.30061e-09 6.59868e-10 -2.07463e-09 7.70029e-10 1.4192e-07 -3.62285e-09 -1.53689e-09 1.13741e-07 -1.04084e-08 -6.64635e-08 3.52392e-10 -2.95864e-09
internal_weight=0 3099 3079 3045 3015 2981 2948 2923 2894 2868 2833 2808 2782 2716 66 2696 56 2640 2617 2569 2549 2518 76 2442 2421 173 2248 152 2228 2189
internal_count=3121 3099 3079 3045 3015 2981 2948 2923 2894 2868 2833 2808 2782 2716 66 2696 56 2640 2617 2569 2549 2518 76 2442 2421 173 2248 152 2228 2189
is_linear=0
shrinkage=0.1


Tree=9279
num_leaves=31
num_cat=0
split_feature=367 47 2 47 148 447 120 9 10 4 1 132 393 1 481 160 1 52 1 16 13 1 42 480 13 160 13 402 13 4
split_gain=9.61138e-11 9.84981e-11 1.16688e-09 4.64547e-10 1.42831e-10 1.78757e-10 1.94269e-10 1.95972e-10 3.53076e-10 2.04193e-10 1.54065e-10 1.60449e-09 2.50003e-09 9.0519e-10 5.95726e-10 5.31241e-10 4.31385e-10 1.07686e-09 5.52384e-10 5.42686e-10 6.38903e-10 5.38929e-10 3.81375e-10 3.64732e-10 3.43578e-10 6.93202e-10 5.78201e-10 6.2358e-10 4.09692e-10 3.33837e-10
threshold=-0.069339999999999999 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.10069499999999999 0.094580000000000011 1.0000000180025095e-35 0.08925000000000001 0.053330000000000009 0.63113500000000011 0.08801500000000001 -0.083284999999999984 0.092175000000000021 0.087505000000000013 -0.08045999999999999 -0.52439499999999983 0.094220000000000012 0.0060650000000000009 0.092390000000000014 -0.087659999999999988 -1.0000000180025095e-35 0.096860000000000016 0.088915000000000008 0.11303500000000001 -0.097224999999999992 -0.55248999999999981 -0.099939999999999987 0.0089800000000000019 -0.094514999999999988 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 9 -9 10 13 -12 14 23 -13 -16 17 18 19 -17 22 -18 -21 24 26 -26 27 -6 -27 -30
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 11 12 -14 -15 15 16 21 -19 -20 20 -22 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=2.1322202991584728e-07 2.0788495626875099e-07 -7.9332838051726653e-07 -5.6200977608583236e-09 4.6245451195338981e-07 1.7233535448791705e-07 -2.5278179133384322e-07 -3.0175713055498254e-07 5.0034421871135817e-07 -2.3473437215487493e-08 3.1802324613749992e-07 7.20686699966993e-07 -5.7402116624416524e-07 -1.1671005317737126e-06 6.6682497986004739e-07 4.8743380858695679e-07 4.0369664098950032e-07 2.8398304368071338e-07 -7.8823393063013701e-07 -4.0286085006613354e-07 2.7519194584910599e-07 -4.4317170161596828e-07 -2.4572026628750709e-08 -1.7298338330901437e-07 3.5793668529969374e-07 -4.7386424000261941e-07 -3.9711137057670734e-07 6.4810714178520362e-07 -4.27607066843025e-07 -1.2674623143906388e-08 1.4323235700300783e-07
leaf_weight=21 33 20 315 22 99 28 21 22 31 20 27 20 20 21 20 29 64 24 40 43 34 490 34 29 32 26 20 21 1342 153
leaf_count=21 33 20 315 22 99 28 21 22 31 20 27 20 20 21 20 29 64 24 40 43 34 490 34 29 32 26 20 21 1342 153
internal_value=0 -1.43705e-09 -5.26475e-08 4.76747e-09 1.09663e-09 -1.42146e-09 1.20274e-09 3.59363e-09 1.9396e-07 -2.75022e-10 -2.73482e-09 -3.77769e-08 -6.28117e-08 1.42534e-08 -3.51353e-08 -2.12822e-08 -3.47048e-08 -1.59024e-07 -7.51292e-08 1.85085e-08 -8.21263e-08 1.10733e-08 7.72963e-08 6.29525e-09 2.71854e-10 -1.32539e-08 1.50311e-07 6.73454e-08 -3.56324e-09 3.28107e-09
internal_weight=0 3100 335 2765 2743 2710 2682 2661 53 2608 2588 845 818 1743 798 778 758 204 180 140 111 554 77 1722 1693 1553 140 120 1521 1495
internal_count=3121 3100 335 2765 2743 2710 2682 2661 53 2608 2588 845 818 1743 798 778 758 204 180 140 111 554 77 1722 1693 1553 140 120 1521 1495
is_linear=0
shrinkage=0.1


Tree=9280
num_leaves=31
num_cat=0
split_feature=132 132 1203 49 0 39 33 2 34 34 47 9 10 47 47 46 483 148 447 484 475 1375 484 2 159 2 2 1371 1375 150
split_gain=1.15926e-10 5.03971e-10 4.70152e-10 1.14517e-10 2.51174e-10 1.02412e-10 3.61902e-10 2.23853e-10 1.3136e-10 1.41724e-10 1.19306e-10 8.16684e-10 1.19886e-09 7.8172e-10 2.92636e-10 1.70503e-10 3.38936e-10 1.28894e-10 2.3325e-10 1.27644e-10 8.80261e-10 6.92671e-10 6.44071e-10 9.34941e-10 9.11736e-10 5.82467e-10 4.45918e-10 3.79255e-10 3.55891e-10 7.24895e-10
threshold=-0.083174999999999985 -0.044384999999999994 0.089005000000000015 0.10211000000000002 -0.098289999999999975 -1.0000000180025095e-35 -0.009184999999999997 0.097605000000000011 -0.112215 -0.085644999999999985 0.094160000000000008 0.087755000000000014 0.09820000000000001 0.09717000000000002 0.090920000000000015 0.10253500000000002 -1.0000000180025095e-35 -0.10069499999999999 0.094580000000000011 0.086135000000000017 -0.085734999999999992 -0.022119999999999997 0.090535000000000018 0.087675000000000017 0.11084000000000001 0.10855000000000002 0.083935000000000023 0.083235000000000017 -0.085004999999999983 0.10888500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 -3 -8 -10 11 14 -13 -12 17 16 -15 -11 19 27 -21 -22 23 -23 25 26 -24 28 29 -19
right_child=1 5 -4 -5 -6 6 8 -9 9 10 13 12 -14 15 -16 -17 -18 18 -20 20 21 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.596153857285148e-07 4.1306822822662076e-07 4.0308870232763642e-07 -4.6074131340126903e-07 1.8905593925921949e-07 2.3616922550332528e-09 -3.4704434748770533e-07 -2.41241081527283e-07 -1.629722719696604e-08 2.6931868973179008e-07 1.9870120857856666e-07 5.8616831940784007e-07 -1.0031431435209014e-06 5.5476930751667723e-08 4.1796751453321556e-07 3.5775773522780823e-07 -2.6961377429302048e-07 -2.852397034618864e-09 6.8406352459698445e-07 -3.3514001312964651e-07 6.300364741491649e-07 -5.4227953222878228e-07 -8.4828943727188747e-08 3.251891289437481e-07 8.5986349902937453e-07 -5.9834844033564614e-07 4.3603305071094458e-07 -1.57249903054435e-07 -3.5010324381801185e-07 -9.3236565283481473e-09 -1.277218886612404e-07
leaf_weight=22 30 20 27 24 149 30 22 35 20 32 26 20 23 21 23 20 216 22 21 25 21 20 25 22 24 33 82 32 2012 22
leaf_count=22 30 20 27 24 149 30 22 35 20 32 26 20 23 21 23 20 216 22 21 25 21 20 25 22 24 33 82 32 2012 22
internal_value=0 5.32837e-09 -6.96501e-08 -1.5499e-08 -4.42085e-08 1.06479e-09 -1.57658e-09 1.36207e-07 2.14614e-09 4.08477e-09 2.15017e-09 -4.9262e-09 -4.36904e-07 6.36371e-08 2.76215e-09 1.0774e-08 3.44354e-08 -6.49838e-10 -3.35176e-09 -3.74171e-10 6.68549e-08 4.83045e-09 6.06038e-08 4.1001e-07 -2.88783e-08 6.87452e-08 -4.45305e-08 -8.48802e-09 -3.17105e-09 2.78171e-07
internal_weight=0 2899 222 195 171 2869 2814 55 2784 2762 2742 2459 43 283 2416 257 237 2393 2361 2340 252 227 206 42 164 140 107 2088 2056 44
internal_count=3121 2899 222 195 171 2869 2814 55 2784 2762 2742 2459 43 283 2416 257 237 2393 2361 2340 252 227 206 42 164 140 107 2088 2056 44
is_linear=0
shrinkage=0.1


Tree=9281
num_leaves=31
num_cat=0
split_feature=46 453 3 50 1 2 156 13 1348 16 159 47 0 1 3 47 1428 475 447 150 3 12 457 456 456 1375 151 1425 1 4
split_gain=9.77554e-11 1.68648e-10 1.05916e-10 7.52945e-10 7.39553e-10 5.61451e-10 3.9956e-10 3.68349e-10 2.60072e-10 2.14934e-10 3.56171e-10 1.74456e-10 1.50685e-09 3.99155e-09 1.29689e-09 4.28147e-10 1.84626e-10 1.6743e-10 1.56e-10 1.85549e-10 6.66767e-10 1.24776e-09 2.43643e-10 1.84425e-10 3.59185e-10 2.14249e-10 6.14461e-10 2.17328e-10 1.7125e-10 2.54912e-10
threshold=0.10987500000000001 0.10071000000000001 0.11658 0.091320000000000012 0.11212500000000002 0.10644500000000001 0.3248100000000001 -0.11122999999999998 0.090600000000000014 -0.25582999999999995 0.10058000000000002 0.092165000000000011 -0.10224499999999999 0.099400000000000002 -1.0000000180025095e-35 0.090100000000000013 0.087445000000000009 -0.079274999999999984 0.090460000000000013 0.11117000000000002 -0.087129999999999985 0.087925000000000017 0.09228500000000002 0.090775000000000008 0.088285000000000016 0.084315000000000015 -0.0096649999999999982 0.082985000000000017 0.13707500000000003 0.51164000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 8 9 11 -6 -11 15 13 -13 -14 16 18 -18 19 22 -21 -22 23 24 25 27 -27 28 -1 -30
right_child=-2 -3 3 -5 7 -7 -8 -9 -10 10 -12 12 14 -15 -16 -17 17 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-3.1979223553009237e-09 2.1004267209563793e-07 -2.9094615285885087e-07 4.6912363060869214e-08 -5.0040434086354032e-07 -6.23645095532555e-08 6.7132934115458442e-07 -4.2921505083044891e-07 -3.4725747013908406e-07 -3.6073672333714062e-07 4.1675313753711748e-07 -1.1507532320820247e-07 -1.6672298124831286e-06 -3.9553732546011565e-08 1.336401740381632e-07 7.8712400823275989e-07 4.7009260157437893e-07 -5.7445245005283138e-10 3.9504013747536314e-07 2.3674909925830435e-07 3.0628366956738283e-07 -7.6734613905442062e-07 1.161772002452229e-07 2.5926111252804708e-07 -2.5921296053478796e-07 3.8850819000420719e-07 -5.0130723232949343e-07 2.1918808698728753e-07 3.3231933457500421e-07 -3.05713531156826e-09 4.3912933213344475e-07
leaf_weight=2163 22 20 24 21 54 36 22 25 20 34 20 20 197 32 21 20 20 23 28 24 31 33 37 27 24 29 20 20 32 22
leaf_count=2163 22 20 24 21 54 36 22 25 20 34 20 20 197 32 21 20 20 23 28 24 31 33 37 27 24 29 20 20 32 22
internal_value=0 -1.49864e-09 3.81497e-10 6.82441e-08 1.30118e-07 4.21563e-07 -4.68747e-09 -1.36105e-09 -1.40235e-09 7.87076e-08 2.1978e-07 1.14341e-09 -7.52985e-08 -5.59002e-07 4.00804e-08 9.22775e-09 5.58886e-09 2.11033e-07 2.04103e-09 -6.28277e-10 -1.43217e-07 -3.11779e-07 4.65723e-09 6.26271e-10 3.66335e-09 -3.77012e-10 -2.07228e-07 4.15391e-09 1.19346e-09 1.77093e-07
internal_weight=0 3099 3079 214 193 60 2865 133 2843 108 54 2823 270 52 218 2553 2533 43 2490 2462 88 64 2374 2337 2310 2286 49 2237 2217 54
internal_count=3121 3099 3079 214 193 60 2865 133 2843 108 54 2823 270 52 218 2553 2533 43 2490 2462 88 64 2374 2337 2310 2286 49 2237 2217 54
is_linear=0
shrinkage=0.1


Tree=9282
num_leaves=31
num_cat=0
split_feature=142 11 9 9 2 132 1203 399 1213 0 403 43 1213 403 1209 401 1211 402 1211 1212 1210 2 12 1213 1210 13 1209 133 403 403
split_gain=1.02128e-10 2.08716e-10 1.04108e-10 3.70574e-10 3.34462e-10 1.07374e-10 5.0253e-10 4.54402e-10 1.05372e-10 4.19287e-10 9.28977e-10 5.23101e-10 3.11582e-10 2.54952e-10 2.69725e-10 2.447e-10 1.84734e-10 1.71356e-10 2.3649e-10 1.97364e-10 1.79606e-09 1.2605e-09 2.28726e-09 7.89061e-10 2.28817e-10 3.16616e-10 2.10949e-10 1.86261e-10 3.33469e-10 1.89618e-10
threshold=-0.057499999999999989 -1.0000000180025095e-35 0.091600000000000015 0.085555000000000006 -0.15339499999999998 -0.083449999999999983 0.089165000000000008 0.091580000000000009 0.091280000000000014 -0.086554999999999979 -0.50388999999999984 -0.0084099999999999991 0.23509000000000002 -0.55276999999999987 -0.094304999999999986 0.13522500000000001 0.11013500000000002 -0.45015499999999992 0.09030500000000001 -0.089544999999999986 -0.21410999999999997 0.084715000000000013 0.088795000000000013 -0.090954999999999994 0.0028200000000000005 -0.051094999999999995 -0.067109999999999989 0.41553500000000004 -0.42113499999999993 -0.22642499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 6 -3 8 13 11 -11 -10 -12 -7 -15 16 17 -16 19 21 -21 23 -23 -19 26 -26 -22 28 -28 -30
right_child=1 2 4 -5 -6 7 -8 -9 9 10 12 -13 -14 14 15 -17 -18 18 -20 20 24 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=2.0549217357353677e-07 -2.7337571464970878e-07 -1.7214383017529288e-08 7.7862291363842443e-08 4.1217960115731822e-07 -4.4615960470244841e-07 -3.0936524021706613e-07 -5.3272268993558625e-07 3.5357696208239832e-07 7.2015587505802613e-07 -6.1443445599165677e-07 4.0217031119941085e-07 -3.1012450563139286e-09 -2.0930417762251044e-08 3.5645141560096473e-07 -2.4352830223506318e-07 -3.5181747705337334e-07 -2.3219465691347389e-07 1.4079467547389868e-07 3.4772672620420057e-07 -9.4680813290892728e-07 2.3750369527880829e-07 1.1920618580537242e-06 -1.6172515328295191e-07 -7.0967944093780493e-07 5.1073813524670278e-07 -3.8387335485995645e-08 3.8757341139278819e-07 -2.4665005845059982e-07 -2.8323908605187855e-07 -6.2334523792040592e-10
leaf_weight=24 28 190 29 22 21 27 21 37 20 21 28 20 46 21 28 20 34 24 20 20 37 24 26 20 21 21 22 31 24 2194
leaf_count=24 28 190 29 22 21 27 21 37 20 21 28 20 46 21 28 20 34 24 20 20 37 24 26 20 21 21 22 31 24 2194
internal_value=0 -1.58995e-09 8.89683e-10 3.25995e-09 -1.42227e-07 2.58201e-10 -6.85209e-08 5.46724e-09 7.81881e-10 8.69329e-08 -2.74227e-08 3.58527e-07 1.39162e-07 -3.66739e-09 -4.76879e-10 -3.39796e-09 -6.60965e-10 2.47285e-09 5.24581e-09 2.46593e-09 -3.17049e-09 1.44576e-07 4.88093e-07 -2.45784e-07 4.86047e-09 2.36175e-07 6.51102e-10 -3.20779e-09 1.61276e-10 -3.68141e-09
internal_weight=0 3097 3069 3019 50 2997 211 2786 2749 135 95 40 74 2614 2587 2566 2546 2512 2484 2464 2370 94 50 44 2350 42 2308 2271 2240 2218
internal_count=3121 3097 3069 3019 50 2997 211 2786 2749 135 95 40 74 2614 2587 2566 2546 2512 2484 2464 2370 94 50 44 2350 42 2308 2271 2240 2218
is_linear=0
shrinkage=0.1


Tree=9283
num_leaves=31
num_cat=0
split_feature=1211 12 1185 1186 1209 403 401 1208 1209 1212 1210 1209 1209 16 1209 1212 42 403 401 402 1210 1209 12 4 1212 402 403 402 1447 160
split_gain=1.04834e-10 3.36673e-10 1.01975e-10 1.27974e-10 9.66322e-11 9.62191e-11 2.48559e-10 1.15994e-10 1.46361e-10 1.45544e-10 1.49977e-10 2.29685e-10 1.52065e-10 2.62972e-10 1.34187e-10 1.27636e-10 8.23218e-10 9.96743e-10 2.30664e-10 1.76617e-10 9.58393e-10 6.87672e-10 5.45022e-10 9.46108e-10 3.40097e-10 1.58729e-10 7.13724e-10 1.39974e-10 1.39348e-10 6.89521e-10
threshold=0.11301500000000002 0.096395000000000022 -0.10973499999999999 -0.092084999999999986 -0.14444499999999996 0.62200000000000011 0.13729500000000003 0.11531000000000001 0.11495000000000001 0.11006000000000002 -0.13847499999999999 0.10183000000000002 0.088060000000000013 -0.080954999999999985 0.086665000000000006 -0.070754999999999985 0.087505000000000013 -0.0031149999999999997 -0.13200999999999999 -0.092414999999999983 -0.065674999999999983 -0.065739999999999979 0.089085000000000011 -0.072334999999999997 -0.009474999999999999 0.11191000000000001 -0.52445499999999989 0.099740000000000009 -0.086279999999999982 -0.52439499999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 7 8 9 10 -6 12 14 -14 15 16 17 -12 -17 22 -21 -22 -20 -24 -23 26 -26 -19 29 -28
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11 11 -13 13 -15 -16 18 -18 27 19 20 21 24 23 -25 25 -27 28 -29 -30 -31
leaf_value=-2.2777699797416063e-07 3.317550114524516e-07 -1.1782722039345485e-07 2.0783334850816886e-07 2.1582956094334804e-07 2.2716051221647961e-07 -1.8597885145779935e-07 3.4840186344808901e-07 -2.3408587966597143e-07 2.325970806046266e-07 -2.0014385238721988e-07 6.7016309257962264e-07 -3.0127069320629887e-07 4.3565134135514245e-07 -7.101493736172415e-08 -2.4093919037682099e-07 2.6359183842507929e-07 -4.8335925024383346e-07 -3.43491081041107e-07 -5.3492236588681404e-07 6.7477085245909188e-07 -5.7345343914708544e-07 4.1191219679603819e-07 5.2767005924310562e-07 -3.4865433955794908e-07 5.8119454869094104e-07 -2.2698059478990044e-07 6.3629263422626538e-07 5.717880569022782e-09 -9.2921076269326675e-09 -2.1856769504251926e-08
leaf_weight=20 36 31 29 20 28 29 20 22 26 38 21 26 21 20 24 33 38 22 25 21 21 20 22 28 21 31 20 24 2306 78
leaf_count=20 36 31 29 20 28 29 20 22 26 38 21 26 21 20 24 33 38 22 25 21 21 20 22 28 21 31 20 24 2306 78
internal_value=0 1.23739e-07 -2.71302e-09 -1.22941e-09 -3.24698e-09 -4.71483e-09 -2.93653e-09 -5.32985e-09 -3.60279e-09 -5.72925e-09 -3.13705e-09 -5.42207e-09 -2.67098e-09 1.88497e-07 -5.51595e-09 -3.44705e-09 -1.1156e-07 9.93112e-08 8.75823e-10 -2.46765e-09 2.03655e-09 -3.62121e-09 -1.53689e-07 3.69284e-08 1.21178e-09 -2.13269e-09 7.41654e-10 -1.61295e-07 -4.32886e-09 1.12459e-07
internal_weight=0 67 3054 3034 3005 2985 2956 2936 2914 2888 2850 2822 2796 41 2755 2731 105 67 2626 2593 2518 2497 75 50 2476 2456 2425 46 2404 98
internal_count=3121 67 3054 3034 3005 2985 2956 2936 2914 2888 2850 2822 2796 41 2755 2731 105 67 2626 2593 2518 2497 75 50 2476 2456 2425 46 2404 98
is_linear=0
shrinkage=0.1


Tree=9284
num_leaves=31
num_cat=0
split_feature=1206 1210 401 401 1211 403 132 1211 1186 1203 132 1429 156 1425 156 156 484 156 156 3 1429 1429 156 156 1429 1371 1375 151 48 133
split_gain=1.13043e-10 1.20648e-10 9.97382e-11 2.24759e-10 2.55538e-10 4.36817e-10 1.01428e-10 2.83939e-09 2.39631e-09 3.69131e-10 2.10348e-10 9.39409e-11 3.63958e-10 1.47697e-10 9.4555e-11 1.60391e-10 8.95309e-10 3.73879e-10 2.59981e-10 2.56533e-10 2.00586e-10 5.5546e-10 1.47831e-10 4.09106e-10 3.56568e-10 3.25416e-10 6.89834e-10 2.36053e-10 1.75141e-10 5.48085e-10
threshold=1.0000000180025095e-35 0.24726500000000004 -0.47313999999999995 -0.46360499999999999 0.11301500000000002 0.022375000000000003 -0.083284999999999984 0.09993500000000001 0.0044650000000000011 0.085960000000000023 -0.044384999999999994 -0.23752499999999996 0.32523500000000005 0.10034500000000002 0.10541000000000002 0.092385000000000009 0.08660000000000001 0.091255000000000017 0.089950000000000016 -0.079594999999999985 -0.08262499999999999 -0.047929999999999993 0.087720000000000006 0.087045000000000011 0.084770000000000012 0.087810000000000013 -0.15308499999999997 -0.53100499999999984 0.10061000000000002 -0.13941499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 8 10 9 -5 -8 -12 13 14 15 17 19 18 20 -17 -13 -22 23 25 -24 26 -23 -28 -29 -30
right_child=-2 -3 3 4 5 -7 7 -9 -10 -11 11 12 -14 -15 -16 16 -18 -19 -20 -21 21 22 24 -25 -26 -27 27 28 29 -31
leaf_value=2.2233640876834214e-07 -2.3697980232384454e-07 2.2032035826669018e-07 -3.2018402216429176e-07 8.7461561952908289e-09 5.0594569209749809e-07 -1.0725475815000947e-07 2.8372959137029216e-07 -1.1665860952126379e-06 1.0522361818875549e-06 -3.7776392052192338e-07 -2.1798936259642689e-07 -3.0197978356289412e-07 4.245459496132753e-07 -2.3633737821750467e-07 8.3995049063760019e-08 -1.128179502529747e-07 -6.4982471599250861e-07 4.294082827982493e-07 -3.2554733707002017e-07 3.6128278625689012e-07 5.2615233471442478e-07 4.2425280172228426e-07 3.5907817081567498e-07 -3.5648837481971896e-07 -1.6500903135303298e-07 -3.9369795455881794e-07 -3.3137601424083517e-07 -1.1207332441287578e-08 5.8314427946015719e-07 3.2082932360278418e-08
leaf_weight=20 20 25 22 167 26 21 26 21 22 29 20 22 20 27 124 25 24 20 25 21 20 38 34 33 21 21 22 2000 20 185
leaf_count=20 20 25 22 167 26 21 26 21 22 29 20 22 20 27 124 25 24 20 25 21 20 38 34 33 21 21 22 2000 20 185
internal_value=0 1.52787e-09 -2.50357e-10 -1.70708e-09 6.02248e-10 2.31963e-07 -3.03817e-09 -8.20862e-09 6.2636e-08 -4.84416e-08 6.4361e-10 -2.06037e-09 -4.62081e-10 -3.63142e-09 -1.26492e-09 -5.44201e-09 -1.54704e-07 -1.19644e-09 -4.72454e-09 1.03619e-07 -1.40477e-09 1.35741e-09 -3.06378e-09 -6.9068e-09 1.58972e-07 -1.86035e-09 1.77258e-09 -5.43633e-09 -2.18433e-09 8.5845e-08
internal_weight=0 3101 3076 3056 3034 47 2987 2769 218 196 2748 2722 2702 2682 2655 2531 70 2461 2441 46 2416 2394 2374 2319 55 2286 2265 2227 2205 205
internal_count=3121 3101 3076 3056 3034 47 2987 2769 218 196 2748 2722 2702 2682 2655 2531 70 2461 2441 46 2416 2394 2374 2319 55 2286 2265 2227 2205 205
is_linear=0
shrinkage=0.1


Tree=9285
num_leaves=31
num_cat=0
split_feature=142 11 33 9 15 1212 1212 16 481 15 42 133 1 16 12 133 1213 1213 1213 1213 401 0 16 16 1447 43 160 1212 402 402
split_gain=1.14419e-10 1.71014e-10 1.10149e-10 1.1642e-10 2.0706e-10 1.05615e-10 6.12694e-10 3.46369e-10 6.13031e-10 2.42442e-10 2.415e-10 2.66726e-10 5.56912e-10 7.52301e-10 6.00043e-10 2.02148e-10 1.63762e-10 2.73504e-09 1.11508e-09 8.96711e-10 2.15311e-10 3.09738e-10 2.55773e-10 1.63465e-10 1.5897e-10 5.39588e-10 4.69839e-10 3.64723e-10 1.67917e-10 4.08968e-10
threshold=-0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.088235000000000022 -0.18895499999999996 0.08759500000000002 0.086920000000000011 -0.014754999999999999 -0.073474999999999985 0.098485000000000017 0.09858500000000002 -0.0023199999999999996 0.078340000000000007 -0.082179999999999989 0.088615000000000013 0.017095000000000003 -0.084954999999999989 -0.087969999999999979 -0.074014999999999984 -0.090954999999999994 0.11655000000000001 -0.077999999999999986 -0.092804999999999985 -0.08947999999999999 -0.086359999999999978 -0.072269999999999987 -0.090764999999999985 0.030370000000000005 -0.47355499999999995 -0.44724499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 16 8 -7 10 11 12 13 14 -10 -13 17 19 -18 20 22 -22 -4 -24 25 26 -20 28 -26 -30
right_child=1 2 3 4 -6 7 -8 -9 9 -11 -12 15 -14 -15 -16 -17 18 -19 24 -21 21 -23 23 -25 27 -27 -28 -29 29 -31
leaf_value=2.1750746205621376e-07 -2.4769856078624541e-07 -2.0848443591603431e-07 4.1672647487122174e-07 -3.8144208604405451e-09 3.9337582513726808e-07 6.2014728157356295e-07 -4.5571970086181561e-07 -2.2456121398191328e-07 1.0897665678667495e-08 -1.9098185832266314e-07 3.6443709024657942e-07 4.7258187313066932e-07 -4.904448734970918e-07 -3.6615799274386519e-07 7.127852481538694e-07 6.5191453008286901e-08 -6.8640104207891761e-07 1.1364447760539323e-06 -2.9069042103525469e-07 -6.7809324050926994e-07 -4.0233110879576683e-07 1.3575602309856548e-07 -2.1586578156984616e-07 1.1357328276528546e-07 2.3319449572530477e-07 5.2410937939839636e-07 2.3169480919528319e-07 -3.3664961404414584e-07 -4.4421430516194961e-07 -9.0329701284081646e-10
leaf_weight=24 28 25 22 35 21 21 30 37 29 34 29 21 22 25 21 29 24 22 33 20 23 20 20 61 30 25 36 33 21 2300
leaf_count=24 28 25 22 35 21 21 30 37 29 34 29 21 22 25 21 29 24 22 33 20 23 20 20 61 30 25 36 33 21 2300
internal_value=0 -1.68194e-09 5.62587e-10 2.27946e-09 1.45132e-07 -3.97824e-10 -6.29922e-09 5.94969e-08 1.04995e-07 5.34802e-08 1.00706e-07 4.86773e-08 -4.80331e-08 8.1741e-08 3.0569e-07 2.36295e-07 -1.28709e-09 8.87237e-08 -8.0505e-09 -5.01309e-08 3.58914e-08 -1.52058e-07 1.14356e-07 3.22303e-08 -1.48052e-09 1.26074e-07 -1.81416e-08 -6.50994e-09 -1.8759e-09 -4.9143e-09
internal_weight=0 3097 3069 3044 56 2988 2720 268 231 210 176 147 97 75 50 50 2690 188 2502 166 146 43 103 81 2478 94 69 2384 2351 2321
internal_count=3121 3097 3069 3044 56 2988 2720 268 231 210 176 147 97 75 50 50 2690 188 2502 166 146 43 103 81 2478 94 69 2384 2351 2321
is_linear=0
shrinkage=0.1


Tree=9286
num_leaves=31
num_cat=0
split_feature=142 11 9 8 9 147 147 1426 1426 40 120 16 1212 1213 401 1212 16 42 402 132 1 399 4 48 15 48 51 48 48 2
split_gain=9.26791e-11 1.38521e-10 9.57832e-11 3.16056e-10 2.95497e-10 1.03823e-10 2.09212e-10 1.30745e-10 2.43938e-10 1.19277e-10 3.12287e-10 1.34033e-10 3.30051e-10 2.28413e-09 1.99311e-09 5.03566e-10 3.05544e-10 1.64395e-09 4.11859e-10 3.32269e-10 2.7797e-09 2.13141e-09 7.57959e-10 2.91325e-10 6.07833e-10 9.35822e-10 6.1788e-10 7.30064e-10 5.14123e-10 5.88589e-10
threshold=-0.057499999999999989 -1.0000000180025095e-35 0.091600000000000015 0.089885000000000007 0.085555000000000006 0.099730000000000027 0.093875000000000014 -0.094284999999999994 -0.061919999999999996 -0.24290999999999999 0.091385000000000008 -0.083134999999999987 -0.089544999999999986 -0.090764999999999985 0.10997500000000002 -0.35092999999999996 -0.082179999999999989 -0.088249999999999981 0.15960500000000002 -0.083284999999999984 0.089475000000000013 0.091255000000000017 -0.069999999999999993 0.083180000000000018 -0.090644999999999989 0.094075000000000006 0.089355000000000004 0.094195000000000015 0.087695000000000009 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 -3 -9 -10 11 12 13 15 23 -11 17 -13 19 20 22 -21 -18 -14 26 -26 28 -28 -25 -30
right_child=1 2 3 -5 -6 -7 -8 8 9 10 -12 16 14 -15 -16 -17 18 -19 -20 21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=1.9575671400910247e-07 -2.2292868112775264e-07 2.381235251801706e-07 -4.3222068061341127e-07 7.7179050620167086e-08 3.6793476541871233e-07 1.7649417735514585e-07 -2.842831864204352e-07 -2.8026020452619878e-07 -2.4160105169812598e-07 1.0871282341895493e-07 3.8767003325173871e-07 -3.0132037179460745e-07 8.3385551633423165e-09 9.4374811365582902e-07 -1.0320432762966903e-06 -5.7738133013236119e-07 -5.4836233165207641e-07 8.9543658067338014e-07 -4.1997983337503025e-07 1.7181880397844e-08 1.1056380615599438e-06 -1.0213452487306541e-06 1.196257980437826e-07 -5.259081083442686e-07 -9.3756754040441601e-07 -7.8455244967301496e-08 7.3931043459651851e-07 -1.1512743697039696e-07 4.0810059285535244e-07 -1.7820771187350364e-07
leaf_weight=24 28 23 21 29 22 33 26 31 20 20 21 24 696 25 20 23 26 22 22 1661 25 20 49 27 21 32 20 20 23 67
leaf_count=24 28 23 21 29 22 33 26 31 20 20 21 24 696 25 20 23 26 22 22 1661 25 20 49 27 21 32 20 20 23 67
internal_value=0 -1.51351e-09 5.06567e-10 -1.36769e-07 2.78009e-09 9.96102e-11 -1.8643e-09 6.34985e-10 -1.23885e-09 1.76034e-09 3.45979e-09 6.21795e-10 -2.89919e-08 1.8365e-07 -4.46071e-08 -2.58268e-07 1.65418e-08 2.71042e-07 1.00487e-08 1.53607e-08 1.92452e-07 4.82582e-09 -1.11943e-07 -2.28094e-08 -1.26043e-07 -4.18858e-07 -2.7194e-08 3.12091e-07 -1.43189e-07 -2.83734e-08
internal_weight=0 3097 3069 50 3019 2997 2964 2938 2915 2884 2864 2843 994 68 926 43 1849 46 1803 1781 100 1681 75 906 210 53 157 40 117 90
internal_count=3121 3097 3069 50 3019 2997 2964 2938 2915 2884 2864 2843 994 68 926 43 1849 46 1803 1781 100 1681 75 906 210 53 157 40 117 90
is_linear=0
shrinkage=0.1


Tree=9287
num_leaves=31
num_cat=0
split_feature=132 132 1186 15 132 0 12 12 133 15 472 1429 1425 1429 1429 4 1429 475 1212 1212 13 1212 3 403 43 3 128 2 1212 0
split_gain=1.04192e-10 3.42496e-10 2.71604e-10 2.34403e-10 1.92237e-10 1.91569e-10 1.18004e-10 1.61243e-10 1.37692e-10 2.56375e-10 9.5593e-11 2.79457e-10 1.69445e-10 1.00839e-10 3.85707e-10 2.22901e-10 1.06642e-10 1.22167e-10 1.0253e-10 6.0563e-10 3.92123e-10 8.61943e-10 7.93084e-10 2.40262e-10 5.27423e-10 2.78908e-10 3.28182e-10 3.53704e-10 2.33405e-10 9.52873e-10
threshold=-0.083174999999999985 -0.050879999999999988 0.049580000000000006 0.092400000000000024 -0.085749999999999979 -0.09515499999999999 0.11418000000000002 0.090695000000000012 -0.015929999999999996 0.083935000000000023 -0.38234499999999999 -0.23587499999999997 0.10129000000000002 -0.060529999999999994 -0.081234999999999988 -0.016304999999999997 -0.0065149999999999991 0.058495000000000012 0.08759500000000002 0.086920000000000011 -0.085584999999999981 0.089125000000000024 -0.082234999999999989 -0.014954999999999998 0.05259500000000001 -0.082284999999999983 0.088865000000000013 0.084855000000000014 0.040035000000000008 -0.086234999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 9 -7 -3 -12 13 14 15 -13 -15 18 19 28 22 -22 -20 24 25 26 27 -23 -18 -30
right_child=1 10 -4 -5 -6 6 -8 -9 -10 -11 11 12 -14 16 -16 -17 17 -19 20 -21 21 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.6560831257210511e-07 3.5955291124352058e-07 -1.9701796010925442e-07 -4.0822797992794743e-07 -3.168051794091298e-07 2.672750586043549e-07 2.7604690444604783e-09 -2.8344477619030455e-07 2.0081644520820148e-07 9.5420984366899679e-08 -4.7119465808096034e-07 3.6684328473971358e-07 1.6278171404320138e-07 -2.6962239840970694e-07 -2.1462678609435423e-07 4.476259783577537e-07 -2.5983739817547761e-07 -6.7154764878022787e-09 1.872303507103165e-07 7.2825008317067847e-07 -5.0687860012980468e-07 -6.1499922953176103e-07 -3.5460325954051674e-07 -9.8547027115224364e-09 3.3233822957104818e-07 -4.4995604682185335e-07 4.1530200963858412e-07 3.5485135705796853e-07 1.0408248911630836e-07 6.2157775723200635e-07 -2.2659998909747315e-07
leaf_weight=37 27 24 21 25 25 25 26 21 21 21 21 26 23 23 24 24 2351 35 24 24 21 29 37 28 21 22 22 40 27 26
leaf_count=37 27 24 21 25 25 25 26 21 21 21 21 26 23 23 24 24 2351 35 24 24 21 29 37 28 21 22 22 40 27 26
internal_value=0 5.0547e-09 -6.60279e-08 -3.02756e-08 1.04246e-08 -3.21003e-08 -9.62689e-08 -4.09669e-08 -1.1675e-07 -2.1361e-07 1.72202e-09 3.3968e-09 6.96985e-10 2.9143e-09 1.18098e-07 -4.00755e-08 -2.07897e-10 1.61391e-09 -8.17442e-10 -7.02725e-09 6.09753e-08 -1.22154e-08 2.80547e-07 6.59233e-08 1.02545e-08 9.57803e-08 1.85334e-08 -8.86985e-08 -2.03706e-09 2.05491e-07
internal_weight=0 2899 222 201 176 151 114 88 67 46 2872 2848 2827 2804 74 50 2730 2707 2672 2428 244 183 61 162 134 113 91 69 2404 53
internal_count=3121 2899 222 201 176 151 114 88 67 46 2872 2848 2827 2804 74 50 2730 2707 2672 2428 244 183 61 162 134 113 91 69 2404 53
is_linear=0
shrinkage=0.1


Tree=9288
num_leaves=31
num_cat=0
split_feature=1429 156 11 3 156 9 10 13 11 12 14 1184 474 0 131 1212 1212 402 1213 16 132 43 1211 2 16 393 132 0 133 42
split_gain=1.08557e-10 3.1303e-10 1.04933e-10 5.58657e-10 2.11446e-10 1.0874e-10 2.10622e-10 3.32977e-10 2.90413e-10 1.62391e-10 1.17192e-10 2.8068e-10 2.08764e-10 3.91762e-10 1.67759e-10 1.38397e-10 1.66234e-10 1.35656e-10 4.13409e-10 1.36662e-10 3.91741e-10 3.10546e-09 2.26713e-09 6.62156e-10 5.17228e-10 3.7853e-10 3.59109e-10 1.26441e-09 3.71951e-10 4.91499e-10
threshold=-0.23752499999999996 0.32523500000000005 0.098315000000000013 -0.14847999999999997 0.14540500000000003 0.092890000000000014 0.053330000000000009 -0.079969999999999986 -1.0000000180025095e-35 -0.010834999999999999 -0.36617499999999997 0.089075000000000015 0.096295000000000019 -0.073309999999999986 0.13695500000000002 0.14862 0.12472500000000002 -0.45015499999999992 -1.0000000180025095e-35 -0.083134999999999987 -0.083284999999999984 -0.011694999999999999 0.090815000000000021 0.085235000000000019 -0.08231999999999999 0.085435000000000011 0.088890000000000011 -0.090644999999999989 0.26753000000000005 0.10077000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 8 -8 -2 -7 12 14 13 -10 15 16 17 18 -12 26 21 -21 24 -23 -22 -26 28 -28 29 -19
right_child=1 -3 3 -5 -6 9 7 -9 10 -11 11 -13 -14 -15 -16 -17 -18 19 -20 20 22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-2.2136148797616528e-07 3.3929274729871398e-07 3.9590159786939701e-07 -5.1489213306736441e-07 1.8275313919957626e-07 3.1748687326122698e-07 3.4632933405150243e-07 5.7411937177676015e-08 -5.1963002420052365e-07 8.4678219138822902e-08 -4.7382878207713478e-08 1.7084916573201719e-07 3.7342876588297716e-07 1.224704751672851e-07 -4.9925471246212886e-07 2.2514052591127154e-07 -2.6088190953119229e-07 2.1655927084526307e-07 -2.8829219649699566e-08 -3.922704880698902e-07 1.2306260634145277e-06 5.2048119272285474e-07 -4.9799256334363942e-07 -1.0562697460159144e-06 1.032353242891304e-07 2.1895047253613152e-09 3.8699954027029328e-07 7.1654931288220619e-08 -8.0429593414084362e-07 -3.8835167664239217e-07 2.2549079329250857e-07
leaf_weight=22 25 20 22 24 21 22 20 20 20 20 22 20 22 27 32 21 34 797 32 23 20 26 20 62 1520 26 45 26 26 84
leaf_count=22 25 20 22 24 21 22 20 20 20 20 22 20 22 27 32 21 34 797 32 23 20 26 20 62 1520 26 45 26 26 84
internal_value=0 1.5606e-09 -1.00089e-09 -1.50903e-07 1.27261e-09 -9.32073e-10 -3.19158e-09 -2.31109e-07 -8.00788e-11 1.58847e-07 -3.00067e-09 1.32233e-10 -1.31768e-07 -2.50773e-07 -2.51902e-09 -5.1358e-09 -3.19202e-09 -5.92985e-09 -1.62851e-07 -2.76209e-09 1.43968e-08 1.96011e-07 1.68617e-09 -7.44002e-08 1.51977e-08 8.66108e-09 -3.25358e-08 -2.49116e-07 -1.55819e-08 -4.58077e-09
internal_weight=0 3099 3079 46 3033 3012 2970 40 2930 42 2905 2836 69 47 2816 2784 2763 2729 54 2675 1697 111 1586 88 1566 1546 978 71 907 881
internal_count=3121 3099 3079 46 3033 3012 2970 40 2930 42 2905 2836 69 47 2816 2784 2763 2729 54 2675 1697 111 1586 88 1566 1546 978 71 907 881
is_linear=0
shrinkage=0.1


Tree=9289
num_leaves=31
num_cat=0
split_feature=132 1185 1203 472 1429 1429 130 2 4 2 1204 43 1204 130 4 1212 1212 158 159 130 128 43 403 4 1213 1447 160 43 1446 403
split_gain=1.12032e-10 3.15049e-10 2.99144e-10 1.12345e-10 2.50425e-10 1.49956e-10 1.10441e-10 3.33479e-10 2.64781e-10 2.03301e-10 1.7629e-10 1.06793e-10 9.8567e-11 9.17049e-11 2.09444e-10 9.55942e-11 4.68747e-10 4.26642e-10 6.021e-10 2.6499e-10 2.4205e-10 3.99356e-10 3.87287e-10 7.3482e-10 3.35583e-10 1.25329e-10 4.50123e-10 8.6384e-10 3.23203e-10 2.59082e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 0.096010000000000012 0.10136500000000002 0.010840000000000001 0.097385000000000013 -0.0030749999999999996 -0.008069999999999999 -0.081664999999999988 -0.23647499999999996 0.63113500000000011 0.087505000000000013 0.086680000000000021 0.10874500000000002 -0.017094999999999996 -0.008624999999999999 0.086435000000000012 -0.03898999999999999 -0.028309999999999998 -0.076229999999999978 -0.017214999999999998 -0.086359999999999978 -0.090764999999999985 -0.081374999999999989 0.085520000000000013 -0.54856499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -3 -5 -6 7 8 10 -8 11 -1 -7 -14 15 16 25 18 -17 -20 21 -21 23 24 -23 26 28 -28 -15 -27
right_child=1 3 -4 4 5 12 9 -9 -10 -11 -12 -13 13 14 -16 17 -18 -19 19 20 -22 22 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-9.327072368304311e-08 3.9116519181854008e-07 -2.1302747133707576e-07 -3.8042678132944314e-07 3.4829122341761831e-07 -2.526133453992098e-07 1.4736883302132213e-07 -1.0633248673944504e-07 -4.1311419565204236e-07 3.2741823105197912e-07 2.6540494773950829e-07 -2.6822227533509777e-07 1.7311787769569021e-07 -2.1202918784268835e-07 -4.094056967980058e-07 2.8002502231079994e-07 -5.0559560119012311e-07 -4.8783880572500489e-07 4.7006356690753421e-07 -2.6477643987596994e-07 -2.244195184649319e-07 4.2128198071044275e-07 5.4910572510346328e-08 4.5278394864567419e-07 -3.1391262569216269e-07 5.8105440375170893e-07 -2.3869330515906845e-07 -1.4070573861602043e-08 8.2370610016369033e-07 1.4540302831819861e-07 -1.5402991794697127e-09
leaf_weight=34 21 24 27 21 23 47 28 24 20 31 31 27 20 21 27 20 20 23 21 36 22 27 32 34 22 47 32 20 21 2318
leaf_count=34 21 24 27 21 23 47 28 24 20 31 31 27 20 21 27 20 20 23 21 36 22 27 32 34 22 47 32 20 21 2318
internal_value=0 5.24197e-09 -6.84665e-08 2.42599e-09 4.23779e-09 1.68745e-09 -2.5272e-08 -7.48404e-08 -2.35311e-09 8.89872e-08 -7.40425e-08 2.4639e-08 3.76891e-09 1.32621e-09 2.88184e-09 1.26737e-10 -5.67405e-09 6.08025e-08 1.68165e-08 7.06734e-08 1.11393e-07 6.62433e-08 1.57233e-07 4.32862e-08 2.91138e-07 -1.75242e-09 1.11487e-07 3.08151e-07 -1.32001e-07 -6.25328e-09
internal_weight=0 2899 222 2878 2854 2833 195 136 112 59 92 61 2810 2763 2743 2716 2479 237 214 194 173 151 115 83 49 2459 94 52 42 2365
internal_count=3121 2899 222 2878 2854 2833 195 136 112 59 92 61 2810 2763 2743 2716 2479 237 214 194 173 151 115 83 49 2459 94 52 42 2365
is_linear=0
shrinkage=0.1


Tree=9290
num_leaves=31
num_cat=0
split_feature=1429 156 1209 401 1210 0 1210 1209 52 1209 1208 1208 403 484 481 43 52 15 13 400 132 50 400 2 401 0 1210 1204 16 12
split_gain=1.17543e-10 2.80324e-10 9.54795e-11 9.61239e-11 2.05889e-10 4.58778e-10 1.82782e-10 1.64416e-10 5.77165e-10 2.04697e-10 1.22027e-10 1.48894e-10 1.16751e-10 7.10195e-10 1.7678e-09 3.85297e-10 1.07805e-09 2.7695e-10 3.49943e-10 2.29047e-10 4.77525e-10 4.07612e-09 3.21814e-09 3.62108e-10 2.32172e-10 8.83502e-10 4.06696e-10 2.2757e-10 2.3261e-10 1.93024e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.14444499999999996 0.13767000000000004 -0.13847499999999999 -0.078904999999999989 -0.090569999999999998 -0.084519999999999984 0.08709500000000002 -0.069599999999999981 0.11846000000000001 0.10480500000000002 -0.084339999999999984 -0.081614999999999979 -0.081614999999999979 0.055925000000000009 0.098380000000000009 0.088655000000000025 -0.0062949999999999994 -0.082339999999999983 -0.083284999999999984 0.092855000000000007 -0.065244999999999984 0.085955000000000018 -0.099524999999999988 -0.072594999999999979 -0.064344999999999999 -0.077669999999999989 -0.095094999999999985 0.10061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 8 -8 -9 11 12 13 -11 -15 16 17 -16 -19 23 21 27 -22 -14 25 -24 -26 -21 -29 -30
right_child=1 -3 3 -5 6 -7 7 9 -10 10 -12 -13 19 14 15 -17 -18 18 -20 20 22 -23 24 -25 26 -27 -28 28 29 -31
leaf_value=-2.303300120006084e-07 2.1699523045981549e-07 3.7480757356433971e-07 -8.8102090399922383e-08 -2.2072473598200307e-07 -2.9107316121016169e-07 5.6677033143159862e-07 1.8382466450361791e-07 2.8593465322046538e-07 -5.6679011452485745e-07 -4.875099456878319e-07 2.3874713243848033e-07 -2.7508807647791401e-07 -5.1179028026166162e-07 9.3357900971608147e-07 1.7109855567275037e-08 3.8853738725787554e-07 -5.3613975276622276e-07 5.7290172709268856e-07 2.196359225709308e-09 -3.5887907472442749e-07 -1.278044782395682e-06 1.45586559903049e-06 1.3274665815465881e-07 3.8011120295777804e-08 4.4984354531152353e-07 -6.7979626754035773e-07 -3.1182889504291712e-09 -2.4863433918653755e-07 -6.471451138777087e-08 3.1002164593861315e-07
leaf_weight=22 20 20 23 20 22 20 20 25 21 23 21 20 23 23 224 27 34 22 21 22 20 21 32 25 20 23 2227 25 28 27
leaf_count=22 20 20 23 20 22 20 20 25 21 23 21 20 23 23 224 27 34 22 21 22 20 21 32 25 20 23 2227 25 28 27
internal_value=0 1.63566e-09 -7.88323e-10 -2.21221e-09 -7.74155e-10 2.1649e-07 -3.89243e-09 -1.76802e-09 -2.00637e-07 1.01193e-09 -1.43754e-09 -3.18464e-09 -1.28786e-09 5.08126e-08 8.60873e-08 2.66595e-08 -5.80127e-09 6.17325e-08 2.94185e-07 -9.10398e-09 -4.85698e-09 1.87159e-07 -1.50284e-08 -2.25435e-07 -4.05516e-09 -2.07044e-07 9.13414e-10 -7.40453e-08 4.284e-09 1.19247e-07
internal_weight=0 3099 3079 3059 3039 43 2996 2974 41 2933 2908 2887 2867 374 351 328 301 267 43 2493 2445 123 2322 48 2302 55 2247 102 80 55
internal_count=3121 3099 3079 3059 3039 43 2996 2974 41 2933 2908 2887 2867 374 351 328 301 267 43 2493 2445 123 2322 48 2302 55 2247 102 80 55
is_linear=0
shrinkage=0.1


Tree=9291
num_leaves=31
num_cat=0
split_feature=472 1429 1425 1426 132 399 1203 50 393 400 402 130 11 155 475 51 1429 474 4 16 474 474 0 4 474 1373 1371 52 1456 480
split_gain=1.17477e-10 2.0635e-10 1.24941e-10 1.16689e-10 1.07433e-10 4.1697e-10 3.79164e-10 1.82338e-10 1.24235e-10 1.34088e-10 4.2446e-10 5.83003e-10 1.12771e-10 1.35175e-10 1.35906e-10 3.47548e-10 1.37348e-10 1.45919e-10 1.26953e-10 3.8928e-10 3.55298e-10 8.76628e-10 4.9159e-10 3.5116e-10 3.26053e-10 3.16603e-10 6.31487e-10 5.88138e-10 2.82828e-10 1.36553e-09
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 1.0000000180025095e-35 -0.083449999999999983 0.091580000000000009 0.089480000000000018 0.08461500000000001 0.10992000000000002 -0.060504999999999996 -0.092414999999999983 0.086055000000000006 0.096215000000000009 0.11562500000000002 0.051590000000000004 -0.095144999999999993 0.11635000000000001 0.11134000000000001 -0.011559999999999999 -0.15241499999999997 0.091650000000000009 0.089130000000000015 -0.077639999999999987 -0.010384999999999998 0.087035000000000015 0.081220000000000014 0.083235000000000017 -0.077024999999999996 0.085185000000000011 0.086995000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 8 7 -3 9 10 -6 -12 13 14 16 -16 17 18 19 -11 21 24 -22 -20 28 26 -25 -27 -21 -30
right_child=1 2 -4 -5 5 -7 -8 -9 -10 12 11 -13 -14 -15 15 -17 -18 -19 23 20 22 -23 -24 25 -26 27 -28 -29 29 -31
leaf_value=-2.2038530419858186e-07 3.0012818572429201e-07 1.3314215169725959e-08 -2.3271593530283927e-07 2.4198480090831255e-07 -1.9633519059425454e-07 3.3383171415984612e-07 -4.8330007359709273e-07 -2.6689402577378336e-07 -2.4801366464544118e-07 -4.1719500771364437e-07 1.6155688748702751e-08 6.5606988854938217e-07 1.4396951203165231e-07 -1.8489768434591964e-07 -1.0818182129941516e-07 3.9955511488593793e-07 -2.5991786558387548e-07 2.5330002202395007e-07 3.2643722983986362e-07 -2.4831534288281431e-08 4.6219554974413768e-08 6.0224741797237189e-07 -6.4651782746441975e-07 5.9446702271269038e-09 -3.4646851531761059e-07 1.3225356894963625e-07 4.5031703097486049e-07 -6.1701557957473023e-07 5.6900961450168101e-07 -3.074088645860229e-07
leaf_weight=24 23 166 23 20 28 38 20 27 20 25 35 24 52 41 26 28 21 22 36 1147 20 23 21 1034 30 20 33 22 40 32
leaf_count=24 23 166 23 20 28 38 20 27 20 25 35 24 52 41 26 28 21 22 36 1147 20 23 21 1034 30 20 33 22 40 32
internal_value=0 1.71409e-09 -5.18673e-10 1.23175e-09 -3.56856e-10 4.81915e-09 -6.88356e-08 -2.58859e-08 3.21851e-10 2.12138e-09 1.24296e-07 2.7646e-07 -1.85511e-09 -4.74824e-09 -1.8854e-09 1.55089e-07 -5.24115e-09 -3.10614e-09 -5.37796e-09 -2.62954e-08 -1.88525e-08 -9.51323e-09 -3.08597e-07 1.90653e-08 -2.07786e-08 9.08745e-09 1.96881e-08 -2.60221e-07 -1.27633e-08 1.7949e-07
internal_weight=0 3097 3074 3051 3031 2818 213 193 2780 2760 87 59 2673 2621 2580 54 2526 2505 2483 1338 1313 1272 41 1145 1249 1109 1067 42 1219 72
internal_count=3121 3097 3074 3051 3031 2818 213 193 2780 2760 87 59 2673 2621 2580 54 2526 2505 2483 1338 1313 1272 41 1145 1249 1109 1067 42 1219 72
is_linear=0
shrinkage=0.1


Tree=9292
num_leaves=31
num_cat=0
split_feature=1429 156 1212 402 402 16 16 402 16 12 1429 12 402 402 391 401 16 130 403 1209 128 0 132 1 393 15 16 2 16 51
split_gain=1.22298e-10 2.53824e-10 1.02853e-10 1.17523e-09 9.00875e-10 4.66876e-10 5.1126e-10 2.32751e-10 2.05268e-10 2.04312e-10 1.97694e-10 1.92916e-10 1.86596e-10 2.53593e-10 3.06931e-10 2.25442e-10 7.9214e-10 2.17004e-10 1.5401e-10 4.5342e-10 1.40903e-10 1.85643e-10 1.61871e-10 4.14775e-09 1.84732e-09 7.41625e-10 1.57188e-10 3.59398e-10 1.46452e-10 2.63298e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.089544999999999986 0.23460000000000003 0.13924000000000003 -0.092484999999999984 -0.088159999999999988 0.11522000000000002 0.63636000000000015 0.089410000000000003 -0.10379499999999998 0.09364500000000002 0.11174500000000002 0.10708500000000001 -0.088134999999999977 0.094270000000000007 -0.088394999999999987 0.13302000000000003 -0.55276999999999987 -0.077874999999999986 0.10614000000000001 -0.079459999999999989 -0.083284999999999984 0.089475000000000013 0.11213000000000002 0.088235000000000022 -0.046599999999999996 0.090675000000000019 0.5136400000000001 -0.43587999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 5 -2 -7 8 10 -8 -4 -11 13 14 -12 17 -17 18 -16 -20 22 -22 23 25 28 26 27 -21 29 -24
right_child=1 -3 3 -5 -6 6 9 -9 -10 11 12 -13 -14 -15 15 16 -18 -19 19 20 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.3494385675736466e-07 -3.7248696618176245e-07 3.5676278741902934e-07 2.7553677575462228e-07 -6.8730963175767104e-07 6.8681663081059974e-07 5.3460961783713397e-07 -2.6788565196511627e-07 2.4390969074899593e-07 -2.3291216948556917e-07 3.1875570208228512e-07 -3.9244507945568333e-07 -1.0590264161652632e-07 -2.9157245829868444e-07 3.116541056267754e-07 -2.6346183169014538e-07 6.6016210605565368e-07 -1.4169223536697472e-07 3.0267296635785264e-07 3.8967011046852034e-07 4.007779933920275e-08 -3.1522163326639311e-07 1.5235285890385591e-08 3.3212710309390072e-07 1.4028595250538598e-06 -9.4441876399287148e-07 -6.528627456045147e-07 2.268611497228172e-07 -4.2936253250792066e-07 -1.2536940822448294e-07 -8.5201716062307399e-10
leaf_weight=22 29 20 26 25 21 20 25 39 38 20 20 23 22 26 23 22 28 23 29 73 34 34 24 21 21 21 23 21 93 2255
leaf_count=22 29 20 26 25 21 20 25 39 38 20 20 23 22 26 23 22 28 23 29 73 34 34 24 21 21 21 23 21 93 2255
internal_value=0 1.66717e-09 -6.3939e-10 -4.59847e-09 8.3735e-08 -2.45104e-08 9.01637e-08 1.25467e-09 -2.03471e-09 -4.05557e-08 1.05559e-09 9.16129e-08 -1.48139e-09 8.05249e-10 -2.11774e-09 7.26173e-10 2.11124e-07 -3.17731e-09 -5.81e-09 -3.57293e-09 -7.92562e-09 -1.49993e-07 -4.14012e-09 9.35648e-08 -1.0632e-08 -1.05676e-07 -7.46263e-09 -6.47972e-08 -2.36493e-09 2.65456e-09
internal_weight=0 3099 3079 2941 138 117 88 2916 2877 68 2839 43 2813 2791 2765 2745 50 2695 2672 2649 2620 68 2552 159 2393 138 117 94 2372 2279
internal_count=3121 3099 3079 2941 138 117 88 2916 2877 68 2839 43 2813 2791 2765 2745 50 2695 2672 2649 2620 68 2552 159 2393 138 117 94 2372 2279
is_linear=0
shrinkage=0.1


Tree=9293
num_leaves=31
num_cat=0
split_feature=156 475 1211 50 42 3 16 1177 1212 1212 43 1212 1213 401 401 403 133 15 43 52 133 42 401 394 16 42 3 133 133 43
split_gain=1.28e-10 1.56528e-10 1.08469e-10 4.72196e-10 3.46914e-10 2.03979e-10 3.03285e-10 1.11673e-10 9.66944e-11 9.89895e-10 9.19755e-10 2.19258e-09 9.39513e-10 1.57828e-10 1.41359e-10 1.42828e-10 5.68643e-10 6.6296e-10 3.65143e-10 2.93618e-10 2.47805e-10 4.92223e-10 6.62389e-10 3.49815e-10 4.07129e-10 5.27441e-10 3.28078e-10 2.6577e-10 6.86997e-10 5.6728e-10
threshold=0.3248100000000001 0.13528000000000004 0.09030500000000001 0.096900000000000014 0.097020000000000009 -0.082974999999999979 -0.088704999999999992 -0.085989999999999997 -0.089544999999999986 -0.087464999999999987 -0.0047449999999999992 -0.121045 -0.090954999999999994 0.11444000000000001 0.10872500000000002 0.088465000000000002 -0.054584999999999995 0.083195000000000005 -0.45785999999999999 0.090645000000000017 -0.085499999999999979 -0.016354999999999998 0.076195000000000013 -0.0038099999999999996 -0.08231999999999999 -0.054814999999999996 -0.083154999999999993 -0.030254999999999994 -0.015929999999999996 -0.0077799999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 -7 -1 10 -10 12 -12 -9 14 15 20 17 19 -18 -17 21 23 -23 -11 25 -25 -26 29 -29 -22
right_child=-2 -3 3 -5 -6 6 -8 8 9 13 11 -13 -14 -15 -16 16 18 -19 -20 -21 27 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=-2.3958210306318504e-07 -2.3503712664246056e-07 2.7383148660322023e-07 -8.3226941569591877e-08 4.6155208792697523e-07 -3.2418085083371843e-07 5.1501138094473781e-07 -1.0615899950410139e-08 8.8673693718582004e-08 -6.9032536703703269e-07 4.1037368816887468e-07 -2.6987675014135106e-08 1.2084109344812079e-06 -7.7050557184321639e-07 2.1296545017936727e-07 -2.3150239869622695e-07 -1.565094842745526e-07 5.4996747133339313e-08 5.7706652584322973e-07 -5.0874967456593372e-07 3.1907063942071549e-07 1.2323933271248941e-08 -1.3368453496521614e-07 -7.3640042083535151e-07 -6.3054257101281443e-07 3.9216255777319025e-07 7.9010778080146344e-08 -4.6000263193630212e-08 -4.2473520756621046e-07 4.1038820374219341e-09 5.8896585031220638e-07
leaf_weight=20 23 21 35 27 26 21 23 35 21 20 51 20 20 34 27 34 27 36 20 21 59 88 23 22 25 20 54 38 2206 24
leaf_count=20 23 21 35 27 26 21 23 35 21 20 51 20 20 34 27 34 27 36 20 21 59 88 23 22 25 20 54 38 2206 24
internal_value=0 1.74378e-09 -1.13168e-10 8.85707e-08 -7.33878e-09 9.69384e-08 2.40252e-07 -4.08813e-09 -2.47792e-09 -6.33556e-09 8.32168e-08 3.21012e-07 -2.23755e-07 -1.16501e-09 -3.81823e-09 -1.55563e-09 9.75614e-08 2.43446e-07 -1.84895e-07 2.50757e-08 -6.8593e-09 -1.01054e-07 -2.58572e-07 2.2949e-08 -4.10882e-08 -2.9266e-07 9.26589e-08 3.34143e-09 -3.1581e-09 1.79064e-07
internal_weight=0 3098 3077 132 105 79 44 2945 2925 2799 126 71 55 2778 2744 2717 138 91 47 55 2579 252 111 141 121 42 79 2327 2244 83
internal_count=3121 3098 3077 132 105 79 44 2945 2925 2799 126 71 55 2778 2744 2717 138 91 47 55 2579 252 111 141 121 42 79 2327 2244 83
is_linear=0
shrinkage=0.1


Tree=9294
num_leaves=31
num_cat=0
split_feature=1429 156 1429 401 401 401 402 403 3 42 3 130 1210 4 1210 403 1213 3 399 1211 132 1203 400 4 130 2 4 133 1204 2
split_gain=1.05757e-10 2.36869e-10 1.08971e-10 1.01314e-10 2.22945e-10 2.42235e-10 1.25847e-10 9.99768e-11 5.50762e-10 1.21653e-09 1.08516e-09 6.02101e-10 3.51933e-10 7.67168e-10 4.1693e-10 4.16435e-10 3.11521e-10 4.02312e-10 2.62658e-10 1.91972e-10 2.06159e-10 6.11068e-10 4.00432e-10 1.9087e-10 1.2974e-10 2.62433e-10 2.07476e-10 1.9996e-10 2.72372e-10 1.63139e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.13895999999999997 -0.47313999999999995 -0.46360499999999999 -0.13200999999999999 -0.43418999999999991 -0.090774999999999981 -0.085784999999999986 0.085730000000000015 -0.084074999999999997 0.086055000000000006 -0.13847499999999999 -0.081114999999999979 -0.00046999999999999993 -0.53255499999999989 0.060985000000000004 -0.096544999999999978 -0.090259999999999993 0.11048500000000001 -0.083284999999999984 0.087970000000000007 -0.064794999999999978 -0.064054999999999987 0.096010000000000012 0.10136500000000002 0.010840000000000001 -0.015164999999999998 -0.084424999999999986 0.097385000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 8 9 11 -10 16 -12 -14 -15 -16 17 -8 -9 20 21 24 -22 -17 25 26 27 28 -20 -26
right_child=1 -3 3 4 5 6 7 18 10 -11 12 -13 13 14 15 23 -18 -19 19 -21 22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-2.1846954700260375e-07 -2.224304148706386e-07 3.4459022714372626e-07 2.2526047160909002e-07 -3.1070935484006874e-07 2.4942098820500945e-07 -1.9562585804196304e-07 8.7561732464040919e-08 -3.6676418041281522e-07 -7.5566953512407058e-07 8.6764160653027164e-07 3.6983465594175868e-07 4.862622492185909e-07 -4.8594796974536318e-07 4.5299466690333175e-07 -4.1823485027236987e-07 2.8918224264392242e-07 2.6537663704017259e-07 -4.0258101578123895e-07 -1.1998201433149509e-08 2.2317495674198311e-07 3.3269478680135007e-07 -6.155751579161093e-07 -3.3783941388713118e-09 -5.0243869125281617e-08 -1.004331252520684e-07 -4.2046782550100723e-07 2.5637054068994308e-07 1.3313930248652167e-07 -4.728062220153887e-07 2.651843922981593e-07
leaf_weight=22 22 20 20 23 39 33 33 20 20 23 25 27 30 24 20 30 23 34 29 37 36 21 2336 37 23 21 20 24 23 26
leaf_count=22 22 20 20 23 39 33 33 20 20 23 25 27 30 24 20 30 23 34 29 37 36 21 2336 37 23 21 20 24 23 26
internal_value=0 1.55934e-09 -6.68855e-10 9.27074e-10 -5.50262e-10 1.81658e-09 -1.42933e-09 7.48948e-10 5.29691e-08 2.02788e-07 -5.97975e-08 7.209e-08 2.40424e-08 -3.72682e-08 8.39966e-08 -1.7796e-08 -5.21617e-08 -1.61167e-07 -5.75861e-09 -2.97737e-09 -6.24725e-09 -1.07336e-07 1.72221e-09 1.01738e-07 -4.30405e-08 -1.00253e-07 -3.02056e-08 -1.0562e-07 -2.15817e-07 9.3568e-08
internal_weight=0 3099 3079 3057 3037 3014 2975 2942 326 140 186 117 166 141 111 87 90 67 2616 2596 2559 187 2372 67 166 117 96 76 52 49
internal_count=3121 3099 3079 3057 3037 3014 2975 2942 326 140 186 117 166 141 111 87 90 67 2616 2596 2559 187 2372 67 166 117 96 76 52 49
is_linear=0
shrinkage=0.1


Tree=9295
num_leaves=31
num_cat=0
split_feature=156 475 12 142 52 52 45 3 132 1203 1185 1 0 130 474 1453 1204 402 16 52 158 4 4 1374 48 4 43 2 4 16
split_gain=1.31924e-10 1.35602e-10 9.61418e-11 3.3123e-10 3.02549e-10 3.68304e-10 1.47151e-10 1.437e-09 1.28201e-10 2.67591e-09 1.74892e-09 3.90251e-10 1.46078e-10 1.79396e-10 1.43913e-10 1.76313e-10 1.36715e-10 3.70109e-10 4.13314e-10 1.16773e-10 1.1495e-10 1.30435e-10 4.72173e-10 3.15995e-10 4.85746e-10 3.90136e-10 1.76214e-09 1.95344e-09 3.58413e-10 7.4297e-10
threshold=0.3248100000000001 0.13528000000000004 0.12757000000000002 -0.057499999999999989 0.12445000000000002 -1.0000000180025095e-35 0.083445000000000005 0.10299500000000002 -0.083284999999999984 0.089165000000000008 -0.087384999999999977 0.088135000000000005 -0.073309999999999986 0.10923000000000001 0.11147000000000001 0.10676500000000001 -0.079874999999999988 -0.092414999999999983 -0.082404999999999992 0.08734500000000002 -0.47356499999999996 -0.011209999999999999 -0.010384999999999998 -0.096434999999999979 0.087215000000000015 -0.0078799999999999981 -0.085739999999999997 0.09167500000000002 -0.0047449999999999992 -0.014034999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 8 -8 9 11 -10 12 13 19 15 16 17 -12 -19 -5 -18 -22 -23 24 -24 26 -25 -28 29 -27
right_child=-2 -3 4 6 -6 -7 7 -9 10 -11 14 -13 -14 -15 -16 -17 20 18 -20 -21 21 22 23 25 -26 28 27 -29 -30 -31
leaf_value=3.8117058803212858e-07 -2.3861374532677236e-07 2.5501782753660032e-07 3.3783842745549463e-08 -2.9751203101113789e-08 1.9622852795464497e-07 -4.3560351071749084e-07 -8.1778340330629364e-07 3.0057235304807538e-07 -9.3431225529627686e-07 1.1206384256597216e-06 -2.0589468689991009e-07 -3.5328417189320179e-07 2.6724698817101203e-07 -2.6987806163363172e-07 2.0870911670807107e-07 -2.8694772072954254e-07 2.3920934538068651e-07 -2.524246208882427e-09 6.177066925839757e-07 2.088875256614019e-07 -2.1760727121450838e-08 4.7216954242131859e-07 -6.1003113074775691e-07 -2.7229591448997926e-07 8.6923366353630625e-08 -5.3359716518899502e-07 1.3285552421910491e-06 2.4000929599310441e-08 2.5303516908154905e-08 7.0107647861079306e-08
leaf_weight=23 23 21 32 70 25 35 20 27 20 22 20 34 21 23 34 21 20 21 22 29 1415 23 20 38 20 36 22 24 913 47
leaf_count=23 23 21 32 70 25 35 20 27 20 22 20 34 21 23 34 21 20 21 22 29 1415 23 20 38 20 36 22 24 913 47
internal_value=0 1.76987e-09 4.14968e-11 3.14473e-09 -1.00645e-07 -2.11419e-07 2.09348e-10 -1.75324e-07 3.03956e-09 8.05152e-08 -2.63705e-09 -4.87656e-08 2.36374e-08 -1.82954e-08 4.27449e-09 1.66338e-09 3.95828e-09 1.49502e-07 3.14803e-07 4.01531e-08 4.01539e-10 -1.46561e-09 2.36592e-08 1.44487e-08 -2.61554e-07 2.4671e-08 2.31631e-07 6.47918e-07 7.21654e-09 -1.9174e-07
internal_weight=0 3098 3077 2985 92 67 2962 47 2915 199 2716 177 143 122 2696 2662 2641 63 43 99 2578 2558 1143 1120 40 1080 84 46 996 83
internal_count=3121 3098 3077 2985 92 67 2962 47 2915 199 2716 177 143 122 2696 2662 2641 63 43 99 2578 2558 1143 1120 40 1080 84 46 996 83
is_linear=0
shrinkage=0.1


Tree=9296
num_leaves=31
num_cat=0
split_feature=1420 157 130 130 1 1 12 2 16 394 52 403 401 1212 401 403 15 132 43 1204 50 1211 43 3 13 1213 1212 1213 1213 401
split_gain=1.08874e-10 2.50024e-10 9.08364e-11 4.25835e-10 1.93648e-10 3.006e-10 2.4521e-10 5.22762e-10 2.44453e-10 1.48626e-10 2.83407e-10 1.65482e-10 2.27266e-10 1.96113e-10 2.83715e-10 1.4737e-10 2.04772e-10 1.38905e-10 2.78287e-09 2.04834e-09 6.56816e-10 1.87061e-10 3.74998e-10 4.1512e-10 2.85046e-10 2.19165e-10 9.90416e-10 1.89432e-09 9.78113e-10 1.78792e-09
threshold=0.056520000000000008 0.63397500000000007 -0.0089599999999999975 -0.0048749999999999991 0.10672000000000002 0.088875000000000023 0.089735000000000023 0.090310000000000015 -0.29154999999999992 -0.096774999999999986 0.084505000000000011 0.62200000000000011 0.13729500000000003 0.15049500000000002 0.11769000000000002 0.087260000000000018 0.084510000000000016 -0.083284999999999984 -0.011694999999999999 -0.082199999999999981 0.09227500000000001 0.087635000000000005 0.05259500000000001 -0.082974999999999979 -0.06977499999999999 -0.087969999999999979 -0.092474999999999988 -0.09897499999999998 -0.085284999999999986 0.10718500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 15 -8 -6 10 -5 12 13 14 17 16 -1 18 -11 -19 -20 25 23 -23 -24 26 -21 -28 -27 -30
right_child=-2 -3 3 9 8 -7 7 -9 -10 11 -12 -13 -14 -15 -16 -17 -18 19 20 21 -22 22 24 -25 -26 28 27 -29 29 -31
leaf_value=-3.1382675109109023e-08 -2.1676689533972857e-07 3.5403648183773841e-07 -3.5244214245722107e-07 4.457911478268562e-07 1.4332981379538978e-07 4.4357186714418993e-07 -3.3612964928908232e-07 2.7942406394355533e-07 -2.813589942847598e-07 1.0293002795527594e-06 -6.7801146160077646e-08 -2.4620516226393976e-07 3.2584797942209187e-07 -3.0174807195945423e-07 2.7688017164943325e-07 3.9117485165718332e-07 2.7047573599316509e-07 -8.4696157275316343e-07 1.1926188495436919e-08 3.2109952381157811e-07 -5.4390380278669511e-07 3.6426115457288691e-11 -2.6048021386427848e-07 6.0602464268063505e-07 1.9103304519826788e-07 5.5680297735659315e-07 -1.8609429854104351e-08 -1.184357260797242e-06 1.3589774633315601e-10 -9.0583701431900075e-07
leaf_weight=55 23 20 35 21 23 23 37 22 33 26 22 28 21 22 36 20 38 29 100 30 27 20 29 26 27 31 46 20 2209 22
leaf_count=55 23 20 35 21 23 23 37 22 33 26 22 28 21 22 36 20 38 29 100 30 27 20 29 26 27 31 46 20 2209 22
internal_value=0 1.60892e-09 -6.81055e-10 -5.79987e-09 5.69719e-08 1.04042e-07 5.86399e-08 -1.06601e-07 -1.06933e-07 -1.45443e-09 1.83023e-07 -4.34003e-09 -1.85116e-09 -4.39993e-09 -1.95719e-09 1.44916e-07 9.19573e-08 -5.75664e-09 8.67256e-08 -1.14416e-08 -1.06242e-07 -1.59194e-09 1.30993e-07 3.42552e-07 -4.27863e-08 -7.32719e-09 -1.55315e-07 -3.71866e-07 -1.04656e-09 -8.79795e-09
internal_weight=0 3098 3078 2827 251 195 172 59 56 2792 43 2749 2721 2700 2678 113 93 2642 153 2489 127 2460 102 46 56 2358 96 66 2262 2231
internal_count=3121 3098 3078 2827 251 195 172 59 56 2792 43 2749 2721 2700 2678 113 93 2642 153 2489 127 2460 102 46 56 2358 96 66 2262 2231
is_linear=0
shrinkage=0.1


Tree=9297
num_leaves=31
num_cat=0
split_feature=132 1203 399 1204 132 399 3 1185 393 1185 1177 394 1186 394 43 3 3 4 16 2 4 3 52 52 4 52 1213 42 1213 43
split_gain=1.06932e-10 5.03799e-10 3.42948e-10 1.26556e-10 1.38198e-10 1.24014e-10 1.14582e-10 1.02007e-10 2.21708e-10 1.70945e-10 1.37522e-10 3.2885e-10 1.23172e-10 1.85712e-10 1.41441e-10 1.17741e-10 3.27605e-10 2.55622e-10 6.34265e-10 1.02434e-09 5.3154e-10 4.87666e-10 4.81025e-10 1.40425e-09 9.07553e-10 6.63618e-10 6.2395e-10 2.81333e-09 1.61187e-09 5.40087e-10
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 -0.082884999999999986 -0.010289999999999999 -0.065739999999999979 -0.092644999999999991 0.093750000000000014 0.09389500000000002 0.085600000000000009 -0.078779999999999989 -0.10499499999999999 0.084720000000000004 -1.0000000180025095e-35 -0.0073899999999999999 -0.082234999999999989 -0.082094999999999987 0.0049200000000000008 -0.13941499999999998 0.089725000000000013 0.0061450000000000003 -0.080734999999999987 0.10160000000000001 0.094465000000000007 0.0016150000000000003 0.11277500000000001 -0.085049999999999987 0.087505000000000013 -0.060974999999999994 0.055925000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -6 -1 8 9 10 -7 -12 13 14 -13 -15 -17 18 19 -18 -19 -22 23 24 26 -24 27 -20 -28 -27
right_child=2 -3 -4 4 5 7 -8 -9 -10 -11 11 12 -14 15 -16 16 17 20 22 -21 21 -23 25 -25 -26 29 28 -29 -30 -31
leaf_value=-2.1460576314998785e-07 1.848387650841847e-07 -5.4597725949179223e-07 3.0349186735185486e-07 -2.4025384173972007e-07 2.1811767986981487e-07 2.5002640367823744e-07 1.0805240467076976e-08 -2.263253020373668e-07 2.9096675127413203e-07 2.527590383421669e-07 -3.6786843804748061e-07 -6.5113251115095041e-08 2.0514725836814512e-07 2.4643491273870275e-08 -4.0025655046349589e-07 -3.5805896081748352e-07 -6.8136216668790439e-09 5.2065755950665831e-07 1.0994008863178805e-06 -9.2387669510463601e-07 5.0493608899415682e-07 2.3229773583389527e-09 5.4269872293843948e-07 -8.9601650756776516e-07 -6.9104136965084515e-07 -2.1764968849424806e-08 -9.3798808791234484e-07 -2.6649791912428841e-07 -2.3180496074482213e-08 4.9102163454444563e-07
leaf_weight=26 37 20 38 24 26 21 170 20 26 26 25 34 28 1016 20 28 29 22 25 21 20 555 29 20 21 192 20 38 521 23
leaf_count=26 37 20 38 24 26 21 170 20 26 26 25 34 28 1016 20 28 29 22 25 21 20 555 29 20 21 192 20 38 521 23
internal_value=0 -6.78815e-08 5.04771e-09 1.09205e-09 -1.31029e-09 7.33417e-10 -1.90962e-08 -1.29967e-09 3.30948e-10 -2.43296e-09 -4.88311e-09 -6.87533e-09 -3.48509e-09 -5.70289e-09 -1.8924e-07 -1.86141e-09 -1.90794e-08 -1.29001e-08 -4.54281e-08 -3.9198e-07 3.8262e-08 1.98052e-08 -2.5937e-08 -7.11797e-08 -4.47849e-08 9.36594e-08 -2.23157e-08 2.75525e-07 -5.69996e-08 3.30913e-08
internal_weight=0 216 2905 2867 2830 2806 196 2780 2760 2734 2708 2687 2662 2634 54 2580 1564 1536 939 50 597 575 889 645 625 244 604 63 541 215
internal_count=3121 216 2905 2867 2830 2806 196 2780 2760 2734 2708 2687 2662 2634 54 2580 1564 1536 939 50 597 575 889 645 625 244 604 63 541 215
is_linear=0
shrinkage=0.1


Tree=9298
num_leaves=31
num_cat=0
split_feature=472 1429 474 47 2 47 40 46 483 47 2 52 43 3 133 1 1 1456 1429 483 483 16 13 160 483 483 33 480 160 159
split_gain=1.01399e-10 2.22529e-10 1.19381e-10 1.0483e-10 9.47939e-10 3.63617e-10 1.57104e-10 2.0698e-10 6.18024e-10 1.66721e-10 1.64523e-10 2.05093e-10 2.53271e-10 2.0875e-10 1.86817e-10 3.14499e-10 2.03884e-10 1.29614e-10 2.14668e-10 1.62775e-10 1.00991e-09 4.78205e-10 5.60951e-10 3.81673e-10 3.67538e-10 3.20621e-10 2.42892e-10 1.76434e-10 3.61426e-10 2.37868e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.11568500000000002 0.092165000000000011 -1.0000000180025095e-35 0.088915000000000008 -0.049474999999999998 0.10253500000000002 -0.071719999999999992 0.097970000000000015 0.11982500000000001 -0.0027449999999999996 -0.077944999999999987 -0.082334999999999978 -1.0000000180025095e-35 0.10727500000000002 0.093205000000000024 0.11585000000000002 0.11475 0.10143000000000001 0.096720000000000014 -0.021269999999999997 -0.077944999999999987 -0.065039999999999987 0.10897500000000002 0.095085000000000017 -0.012019999999999998 0.11387000000000001 -0.55323499999999981 0.13810000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 17 -6 8 -8 -10 11 12 13 -11 -13 16 -16 18 19 20 25 24 -23 -24 -21 26 -3 28 -28 -30
right_child=1 2 -4 4 6 -7 7 -9 9 10 -12 14 -14 -15 15 -17 -18 -19 -20 21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-2.0475499411531929e-07 3.114787079005549e-07 3.3697132473455652e-07 -2.0266644498704031e-07 -7.1916895315382601e-07 2.0847573305597207e-07 3.1487442776186699e-07 5.2580394566348326e-07 -3.4231337011192407e-07 -2.4486165101148131e-07 -7.5237584240265926e-08 -2.4239610598085294e-07 -1.364238227097303e-07 1.2960629273298505e-07 -4.7260441348839777e-07 2.6037190475588804e-07 5.1031963724559994e-07 -1.8078207460803242e-07 -1.9065540700701015e-07 2.8126168112001846e-07 -6.6656742652477471e-07 7.1602513145307973e-07 4.35773969343245e-07 -4.7867437132254058e-07 1.2491804523309922e-07 -1.1314053485835173e-07 -3.537469013110695e-07 -3.3327116639725322e-07 2.7884630417642968e-07 1.9283805450530473e-09 3.2508983192359586e-07
leaf_weight=24 23 22 29 20 30 38 20 20 38 39 28 20 35 20 22 23 20 34 28 21 20 25 20 22 28 25 32 23 2349 23
leaf_count=24 23 22 29 20 30 38 20 20 38 39 28 20 35 20 22 23 20 34 28 21 20 25 20 22 28 25 32 23 2349 23
internal_value=0 1.58674e-09 -7.31905e-10 1.19128e-09 -5.15816e-08 7.71487e-09 -9.19514e-09 -3.21079e-08 -8.69612e-09 -5.23288e-08 -1.69846e-08 1.82753e-08 -8.35121e-08 -2.09938e-07 1.3084e-07 2.13075e-07 5.02986e-08 3.34658e-09 5.84699e-09 2.89235e-09 8.2782e-09 -1.12903e-07 6.07322e-08 -1.62507e-07 -3.50323e-07 2.55672e-09 6.19395e-09 3.19556e-09 5.58301e-10 5.0619e-09
internal_weight=0 3097 3074 3045 335 2710 315 285 265 245 207 179 94 59 85 65 42 2672 2638 2610 2494 116 67 42 49 2474 2449 2427 2404 2372
internal_count=3121 3097 3074 3045 335 2710 315 285 265 245 207 179 94 59 85 65 42 2672 2638 2610 2494 116 67 42 49 2474 2449 2427 2404 2372
is_linear=0
shrinkage=0.1


Tree=9299
num_leaves=31
num_cat=0
split_feature=1429 156 401 132 1203 394 401 42 16 474 131 1210 1209 129 129 2 42 128 160 42 3 4 42 39 33 14 157 156 12 0
split_gain=1.02598e-10 2.57811e-10 9.30792e-11 1.14543e-10 3.91761e-10 2.8752e-10 1.3602e-10 3.61013e-10 1.27606e-10 2.33474e-10 1.87924e-10 2.09192e-10 1.34653e-10 1.15096e-10 3.84869e-10 3.58341e-10 5.60854e-10 3.22003e-10 2.15651e-10 2.11483e-10 2.08697e-10 1.95635e-10 1.82139e-10 1.73669e-10 3.18613e-10 1.89141e-10 6.92121e-10 3.868e-10 2.30682e-10 9.42927e-10
threshold=-0.23752499999999996 0.32523500000000005 0.13837000000000002 -0.083449999999999983 0.089480000000000018 0.12358500000000001 0.11769000000000002 0.089015000000000025 0.63636000000000015 0.11787500000000002 0.13695500000000002 -0.15347999999999998 0.11240000000000001 0.085395000000000013 1.0000000180025095e-35 0.083385000000000015 -0.089234999999999995 0.10614000000000001 -0.066074999999999981 -0.12099999999999998 -0.090569999999999984 -0.016304999999999997 -0.10271999999999999 -1.0000000180025095e-35 -0.009184999999999997 -0.31455999999999995 -0.076119999999999979 -0.14064999999999997 0.098150000000000015 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 9 10 11 -5 13 14 19 -15 17 20 -18 -13 21 -17 -22 -21 -25 26 -26 -27 -29 -30
right_child=1 -3 -4 5 -6 -7 7 -9 -10 -11 -12 12 -14 15 -16 16 18 -19 -20 23 22 -23 -24 24 25 27 -28 28 29 -31
leaf_value=-2.1519640114320282e-07 -2.6281981784073631e-08 3.5939473832513616e-07 -2.106159551355328e-07 -2.4936400079996826e-07 -4.9169404718440997e-07 3.6599266763914787e-07 -1.3255026967430162e-07 3.9796796927319142e-07 -1.8966001217027693e-07 3.3465094507586661e-07 2.447370335293301e-07 2.4679200795286636e-07 1.9511194052159098e-07 3.5112700047463747e-07 -4.1563471409334777e-07 -2.5151399368593103e-08 5.5148845490293756e-10 -4.8298549614855802e-07 4.0811708303764949e-07 2.2324484378888345e-07 3.136954994122631e-07 -4.2151115891897467e-07 -9.893022543394637e-08 -3.5283300037378838e-07 6.3357500748463195e-07 -3.9568996896832691e-07 -6.1684868642133649e-08 4.5644880681384045e-09 -3.7518219782022585e-08 -7.0616724547503322e-07
leaf_weight=22 189 20 21 34 20 22 23 29 35 21 31 33 35 37 23 33 20 20 37 32 23 20 20 27 21 26 45 1925 254 23
leaf_count=22 189 20 21 34 20 22 23 29 35 21 31 33 35 37 23 33 20 20 37 32 23 20 20 27 21 26 45 1925 254 23
internal_value=0 1.52078e-09 -8.03836e-10 6.36993e-10 -7.0819e-08 5.87894e-09 3.0765e-09 1.63316e-07 7.38186e-11 2.49743e-09 -6.79378e-11 -2.89121e-09 2.66317e-10 -2.33758e-09 -8.52704e-09 6.86644e-08 8.25332e-09 -1.17962e-07 2.65112e-07 -4.6027e-09 -4.19149e-08 -1.74721e-07 1.21777e-07 -8.12842e-09 -1.13184e-08 -7.29883e-09 1.59534e-07 -1.22409e-08 -7.71337e-09 -9.30378e-08
internal_weight=0 3099 3079 3058 209 2849 2827 52 2775 2740 2719 2688 2654 2619 2409 210 173 116 57 2386 96 53 43 2353 2321 2294 66 2228 2202 277
internal_count=3121 3099 3079 3058 209 2849 2827 52 2775 2740 2719 2688 2654 2619 2409 210 173 116 57 2386 96 53 43 2353 2321 2294 66 2228 2202 277
is_linear=0
shrinkage=0.1


Tree=9300
num_leaves=31
num_cat=0
split_feature=156 1428 1366 44 158 158 47 47 47 1453 4 3 1453 1447 12 159 1447 4 158 148 16 1 1 120 1 1 43 33 2 3
split_gain=1.13441e-10 1.19793e-10 9.20581e-11 1.50234e-10 3.81569e-10 1.2557e-10 1.27177e-10 1.22343e-09 2.62631e-10 1.36378e-10 4.71716e-10 8.52805e-10 2.23094e-10 1.91543e-10 9.28912e-10 7.034e-10 3.7321e-10 1.7617e-10 1.61704e-10 1.57885e-10 2.7851e-10 2.56108e-10 1.30482e-10 4.62408e-10 2.50256e-10 7.52334e-10 3.89228e-10 3.15523e-10 2.79592e-10 2.74706e-10
threshold=0.3248100000000001 0.10668500000000002 -0.087024999999999977 0.099360000000000018 -0.47356499999999996 -0.46413499999999996 0.092165000000000011 0.096475000000000019 0.090100000000000013 -0.066944999999999991 -0.081609999999999988 -0.084319999999999992 -0.0067199999999999994 -0.085684999999999997 0.083985000000000018 -0.092414999999999983 -0.084114999999999981 -0.0082299999999999995 -1.0000000180025095e-35 -0.10069499999999999 -0.54656499999999986 0.10439500000000002 0.16540500000000002 1.0000000180025095e-35 0.13756000000000004 0.13559000000000002 -0.074974999999999986 -0.012019999999999998 0.14285500000000004 0.11924500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 8 -8 9 10 -7 -12 -11 14 -14 -16 -15 -13 -18 -20 21 -21 23 24 25 27 -26 -22 -28 -29
right_child=-2 -3 3 -5 5 6 7 -9 -10 12 11 17 13 16 15 -17 18 -19 19 20 22 -23 -24 -25 26 -27 28 29 -30 -31
leaf_value=1.9513836614729976e-07 -2.2127160319670388e-07 2.455838901482821e-07 3.8985855007922512e-07 -2.170174115523338e-07 -1.9643479787694589e-07 -4.9645538524600852e-07 -6.3639930352861269e-07 9.8287291834525906e-09 3.50674234926952e-07 3.051302945777934e-07 5.6222816962048234e-07 -4.4667354814009742e-07 6.4076416148008396e-07 -4.202616184876379e-07 2.9222937725226217e-07 -3.4802085883404439e-07 2.3784664203527304e-07 -3.1974291489621554e-08 2.2824994040604453e-07 -5.0830031093276129e-09 3.8118032999922106e-07 -4.8232974993721733e-07 2.4455161294799734e-07 -4.1154586022508341e-07 5.1517770762732338e-07 -5.7055713460099277e-07 -2.0672363789322808e-07 -6.4292059472952645e-09 2.3794053126655327e-07 1.8475047988558274e-07
leaf_weight=24 23 20 25 32 33 24 33 261 22 25 20 20 27 21 32 37 29 21 30 22 22 23 22 27 24 23 26 2064 31 78
leaf_count=24 23 20 25 32 33 24 33 261 22 25 20 20 27 21 32 37 29 21 30 22 22 23 22 27 24 23 26 2064 31 78
internal_value=0 1.63771e-09 5.26169e-11 -1.48047e-09 8.0185e-10 -2.44353e-09 -2.83713e-10 -6.27071e-08 6.58987e-09 3.73116e-09 -1.20886e-07 2.68792e-08 7.86399e-09 4.93584e-09 1.43492e-07 -5.10932e-08 -5.11073e-10 -2.34267e-07 3.12989e-09 2.8424e-10 -2.61118e-09 -2.49009e-07 2.17428e-09 -1.4916e-10 4.74842e-09 -1.64435e-09 1.77353e-07 4.40232e-09 3.51113e-08 5.32519e-10
internal_weight=0 3098 3078 3054 3022 2997 2964 294 2670 2648 85 61 2563 2538 96 69 2442 41 2421 2392 2362 45 2317 2295 2268 2187 81 2164 57 2142
internal_count=3121 3098 3078 3054 3022 2997 2964 294 2670 2648 85 61 2563 2538 96 69 2442 41 2421 2392 2362 45 2317 2295 2268 2187 81 2164 57 2142
is_linear=0
shrinkage=0.1


Tree=9301
num_leaves=31
num_cat=0
split_feature=448 1348 46 1429 156 1 1 34 1 1 43 1 52 1 15 1 3 42 1 4 403 1447 480 16 4 150 160 484 0 151
split_gain=9.41387e-11 2.25883e-10 9.40477e-11 1.45512e-10 2.41923e-10 1.21381e-10 5.82283e-10 5.13719e-10 3.35352e-10 4.23524e-10 3.86452e-10 3.3304e-10 7.31074e-10 2.54802e-10 3.28144e-09 1.60377e-09 3.31878e-09 1.38383e-09 3.04382e-09 1.93576e-09 6.85867e-10 4.21034e-10 5.13453e-10 3.08323e-10 5.34166e-10 2.3112e-10 1.38664e-09 1.08934e-09 3.76946e-10 3.24214e-10
threshold=0.068920000000000023 0.093335000000000015 0.096120000000000011 -0.23752499999999996 0.32523500000000005 0.10293500000000001 0.10374500000000002 -0.057544999999999992 0.10557500000000002 0.10658000000000002 -0.24021999999999996 0.10781 -0.070154999999999981 0.09253500000000002 -0.10203999999999998 0.091535000000000019 -0.081924999999999984 0.090545000000000014 0.094465000000000007 -0.067104999999999984 -1.0000000180025095e-35 0.059120000000000013 0.11144000000000001 0.26799500000000004 0.00063500000000000004 0.10699000000000002 -0.085764999999999994 0.088375000000000009 -0.23001499999999997 0.095500000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5 -8 -10 -11 12 -12 15 -15 21 -17 18 -16 20 -19 22 25 24 -20 28 -27 -28 -9 -30
right_child=-2 -3 -4 4 -6 6 8 13 9 10 11 -13 -14 14 17 16 -18 19 23 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-2.7168478041517117e-07 -2.1626084958370484e-07 3.0698926802112205e-07 1.6440353804077456e-07 4.3318029331170952e-07 3.4558242418825107e-07 -4.9578088450103946e-07 2.6641790019479426e-07 3.6253534005936674e-07 -4.7054572647198258e-07 3.6106388677126235e-07 1.2596252275898225e-07 -1.882472883914592e-08 -7.0940767471292733e-07 9.8054362954119111e-07 -1.1275322083659582e-06 2.6807112043397434e-07 -1.5097760309586084e-06 2.0208231563044265e-07 3.5588248528930177e-07 8.1240140224912875e-07 -5.185419731787988e-07 3.4730507106165274e-07 -3.7679267271705112e-07 -2.6131419040801255e-07 -2.5492623982679355e-07 3.6297301773759376e-07 -1.0764285390862937e-06 -3.2714890494389696e-08 5.9431782302516771e-10 3.8679042662889432e-07
leaf_weight=20 20 24 34 28 20 27 38 30 22 25 20 518 22 36 31 21 21 28 41 36 25 35 36 27 22 28 20 20 1824 22
leaf_count=20 20 24 34 28 20 27 38 30 22 25 20 518 22 36 31 21 21 28 41 36 25 35 36 27 22 28 20 20 1824 22
internal_value=0 1.39236e-09 -9.91232e-10 -2.83922e-09 -1.06055e-09 -3.3692e-09 -4.08133e-08 7.4255e-09 -2.17681e-08 -3.98095e-08 -2.36108e-08 -4.07838e-08 -3.11612e-07 2.24915e-09 9.84333e-08 -9.25367e-09 -6.20852e-07 -5.27856e-08 -2.72944e-07 2.4653e-07 -1.37835e-07 3.49429e-09 -2.58317e-09 2.14147e-08 1.42584e-07 4.34664e-09 -1.76759e-07 -5.54572e-07 1.09112e-08 5.19687e-09
internal_weight=0 3101 3077 3043 3023 3003 672 2331 645 607 585 560 42 2303 246 2057 42 210 121 89 53 2015 1980 90 63 1944 68 40 1876 1846
internal_count=3121 3101 3077 3043 3023 3003 672 2331 645 607 585 560 42 2303 246 2057 42 210 121 89 53 2015 1980 90 63 1944 68 40 1876 1846
is_linear=0
shrinkage=0.1


Tree=9302
num_leaves=31
num_cat=0
split_feature=156 475 12 42 132 1203 394 50 1204 402 0 131 16 132 45 11 9 33 0 0 52 2 13 2 1 2 123 2 0 13
split_gain=1.2163e-10 1.26748e-10 9.34072e-11 1.49312e-10 9.3172e-11 2.47484e-09 1.66542e-09 4.9914e-10 1.09809e-10 2.69711e-10 2.89372e-10 1.03597e-10 1.15857e-10 2.22958e-10 1.0093e-10 1.07567e-10 2.04207e-10 4.51387e-10 1.58844e-10 4.44805e-10 3.526e-10 1.71252e-10 1.596e-10 1.64721e-10 1.18411e-10 4.30542e-10 3.54345e-10 3.03436e-10 1.75018e-10 3.14412e-10
threshold=0.3248100000000001 0.13528000000000004 0.23631000000000002 0.18223500000000001 -0.083284999999999984 0.089480000000000018 0.11233000000000001 0.10022000000000002 -0.079874999999999988 -0.092414999999999983 -0.08317999999999999 -0.076979999999999979 -0.11118499999999999 -0.26625499999999996 -0.067109999999999989 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 0.12358500000000001 0.10455500000000001 0.095415000000000014 -0.045829999999999989 0.086705000000000018 0.094565000000000024 0.13820500000000002 -0.0050599999999999994 0.091810000000000017 0.14122000000000004 -0.0058249999999999994 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 8 11 9 -6 -11 -1 -13 -14 -10 -16 17 -17 19 21 22 -19 23 -20 25 -23 27 -26 -27 -30
right_child=-2 -3 -4 -5 6 -7 -8 -9 14 10 -12 12 13 -15 15 16 -18 18 20 -21 -22 24 -24 -25 26 28 -28 -29 29 -31
leaf_value=1.6904003641293741e-07 -2.2910914561466797e-07 2.4654606818330648e-07 -2.0073530606623536e-07 2.6727515584449671e-07 -1.6931362736727351e-07 1.094661757861104e-06 -9.144532413074558e-07 -5.2085145640035081e-07 -2.2547066620859372e-07 1.5656229379601427e-09 5.2713084263638683e-07 1.8745640065817713e-07 -3.475324845680916e-07 -2.5491091675333039e-09 2.0647079531954659e-07 4.0812488690646747e-07 -2.3522619163007199e-07 -2.2605553894132245e-07 8.550054801048646e-08 -4.0395219887808967e-07 4.6507843540380043e-07 3.5236177750570212e-07 1.8486887737921164e-07 -3.2035734744084725e-07 -5.3599249467780563e-07 -6.6044153773059583e-09 1.7073246482368632e-07 -7.8026327434471556e-08 4.363832226772502e-07 2.324777668150091e-08
leaf_weight=32 23 21 23 21 20 21 20 20 20 20 22 21 23 101 25 27 37 34 20 28 23 35 31 20 23 2246 30 39 25 70
leaf_count=32 23 21 23 21 20 21 20 20 20 20 22 21 23 101 25 27 37 34 20 28 23 35 31 20 23 2246 30 39 25 70
internal_value=0 1.70491e-09 3.39125e-11 1.54593e-09 -2.93939e-10 6.26882e-08 -5.17142e-09 -4.73191e-08 1.33507e-09 1.32934e-07 2.76862e-07 6.18734e-09 -2.97526e-08 -6.6538e-08 -1.65035e-09 -3.62669e-13 -1.92067e-09 1.33558e-09 -2.85014e-09 -7.59263e-09 1.24794e-07 -3.15695e-09 1.45606e-08 -1.17428e-07 -8.62277e-11 4.22394e-09 -1.11401e-07 -2.47917e-07 -9.8103e-10 1.31968e-07
internal_weight=0 3098 3077 3054 3033 218 2815 197 2795 62 42 177 145 124 2733 2713 2688 2651 2624 2530 94 2502 71 40 2468 2376 92 62 2341 95
internal_count=3121 3098 3077 3054 3033 218 2815 197 2795 62 42 177 145 124 2733 2713 2688 2651 2624 2530 94 2502 71 40 2468 2376 92 62 2341 95
is_linear=0
shrinkage=0.1


Tree=9303
num_leaves=31
num_cat=0
split_feature=130 121 9 3 10 34 9 104 34 10 4 9 45 153 2 2 1447 2 13 2 2 15 2 2 3 1212 1210 1210 52 15
split_gain=1.05758e-10 1.95689e-10 1.39183e-10 2.66049e-10 2.07235e-10 3.98215e-10 2.53489e-10 1.24208e-10 2.89238e-10 1.44193e-10 2.72108e-10 1.88913e-10 1.27318e-10 1.74412e-10 1.37523e-10 1.09134e-09 9.96229e-10 8.02108e-10 9.65091e-10 9.45552e-10 8.92877e-10 6.23202e-10 4.92282e-10 4.68328e-10 8.15867e-10 4.46983e-10 4.34188e-10 4.47302e-10 3.47111e-10 8.94385e-10
threshold=-0.23647499999999996 -0.088279999999999983 0.092410000000000006 -0.014944999999999998 0.053330000000000009 -0.028109999999999996 0.087755000000000014 0.088500000000000009 -0.085644999999999985 -0.010699999999999999 -0.0024449999999999997 -0.013509999999999999 0.094030000000000016 1.0000000180025095e-35 0.091055000000000011 0.091265000000000013 0.0030850000000000005 0.090425000000000019 -0.068269999999999983 0.090050000000000005 0.089725000000000013 0.11842000000000001 0.089525000000000007 0.092235000000000025 -0.082594999999999988 0.13592000000000001 -0.14175499999999996 -0.090569999999999998 0.51734000000000002 0.11069000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -6 7 8 -3 10 -10 -11 13 14 17 -16 23 19 -19 20 21 22 26 24 -17 -25 -13 -28 29 -29
right_child=1 2 3 -5 5 -7 -8 -9 9 11 -12 12 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-2.2921598628045106e-07 2.8012589552872669e-07 3.6001382277752537e-07 -4.8205569932499074e-08 4.1462263952619988e-07 -5.309540153489036e-07 9.25314559196977e-08 3.4575456338427017e-07 -2.5127135899083442e-07 9.4613491683048781e-08 3.0553949248002255e-07 -3.3734497857754574e-07 3.4163734271193868e-07 -1.9522779346078446e-07 -2.6350092230131848e-07 7.5972377068467266e-07 1.304120970119654e-07 6.9750594849979504e-07 -9.2730978816949313e-07 -4.9308048603286865e-08 5.6106045205645953e-07 -5.2205519737757346e-07 -4.5472394342975042e-07 4.9845673004256237e-07 8.2087958944446802e-09 -6.3493119341728741e-07 4.8526304567531038e-07 -4.5745484342774036e-07 -6.6713398116443131e-09 -3.2831080929440761e-07 5.857107350511098e-07
leaf_weight=20 25 22 27 23 21 20 21 20 25 20 35 36 34 25 20 26 21 21 31 29 34 30 20 1093 30 20 22 1292 32 26
leaf_count=20 25 22 27 23 21 20 21 20 25 20 35 36 34 25 20 26 21 21 31 29 34 30 20 1093 30 20 22 1292 32 26
internal_value=0 1.47846e-09 -7.86228e-10 1.64695e-07 -3.52056e-09 -2.26815e-07 -4.53535e-10 -2.90643e-09 -1.21916e-09 -3.93892e-09 -1.57362e-07 -7.22497e-10 -2.87775e-09 -5.48729e-10 1.8134e-09 2.7159e-08 1.4847e-08 -1.76832e-08 -4.03886e-07 -4.47969e-09 -1.54721e-08 -3.65877e-09 5.81739e-09 2.58362e-09 -2.79593e-07 1.67812e-08 -1.18033e-09 -1.01755e-08 -2.88655e-09 5.0145e-09
internal_weight=0 3101 3076 50 3026 41 2985 2964 2944 2922 60 2862 2842 2808 2783 1210 1190 1573 52 1521 1492 1458 1428 1169 56 1113 1408 1372 1350 1318
internal_count=3121 3101 3076 50 3026 41 2985 2964 2944 2922 60 2862 2842 2808 2783 1210 1190 1573 52 1521 1492 1458 1428 1169 56 1113 1408 1372 1350 1318
is_linear=0
shrinkage=0.1


Tree=9304
num_leaves=31
num_cat=0
split_feature=1445 159 483 3 158 46 52 52 1446 52 2 52 367 1453 12 142 45 0 47 0 47 0 47 147 148 150 52 0 124 3
split_gain=1.04688e-10 1.01937e-10 7.05735e-10 4.27613e-10 2.07941e-10 1.29708e-10 1.47665e-10 1.52057e-10 1.72455e-10 2.61453e-10 1.7052e-09 2.85311e-10 1.35307e-10 1.37141e-10 1.47146e-10 2.80483e-10 5.64493e-10 2.39157e-10 1.40138e-10 8.2798e-10 3.00924e-09 8.98215e-10 4.09924e-10 1.85668e-10 2.53043e-10 1.85257e-10 6.15996e-10 5.71763e-10 1.8292e-10 1.94422e-10
threshold=0.077530000000000016 -0.46871499999999994 -0.021199999999999997 -0.077564999999999981 -0.46695499999999995 0.10123000000000001 0.55608500000000005 0.5116750000000001 -0.09143999999999998 0.40411000000000002 0.092755000000000018 0.31359500000000001 -0.069339999999999999 0.087805000000000008 0.12757000000000002 -0.057499999999999989 1.0000000180025095e-35 -0.050064999999999991 0.092165000000000011 -0.10224499999999999 0.10678000000000001 -0.095504999999999993 0.088915000000000008 0.099730000000000027 1.0000000180025095e-35 0.12640500000000002 -0.023194999999999997 -0.23091999999999999 0.10545000000000002 -0.081734999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 7 8 -6 11 -11 12 -10 14 15 -14 18 -16 22 20 -20 -21 23 24 25 27 -27 -17 29 -29
right_child=-2 4 3 -5 5 -7 -8 -9 9 10 -12 -13 13 -15 17 16 -18 -19 19 21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-3.7117390718321984e-07 -1.8590586018755556e-07 -2.9405919832470317e-07 6.0926855894649636e-08 6.7303033918484472e-07 -2.7972507222851948e-07 2.1569025899939983e-07 -2.4256330962657558e-07 2.2548670874774265e-07 2.5945278890660008e-07 -3.7885966881796257e-07 6.681368097766998e-07 -2.9548410121936867e-07 3.477935179581639e-07 2.1474178075895282e-07 3.5850998632469828e-08 4.4214723307807917e-07 -5.3219147332583817e-07 -3.1435539219670226e-07 -1.3994108118708939e-06 6.2533443507044979e-07 5.195793067969135e-08 -4.0756379146266102e-08 3.6425775580273272e-07 2.9990631079932604e-07 -3.2882185792004752e-07 1.7548019667659986e-07 -5.7284894461934703e-07 2.7678940104104584e-08 2.9637554267277925e-07 -3.194706183044309e-08
leaf_weight=20 30 24 25 21 22 28 25 30 20 28 35 33 23 29 39 30 20 39 20 23 50 169 32 21 23 22 22 1171 21 1026
leaf_count=20 30 24 25 21 22 28 25 30 20 28 35 33 23 29 39 30 20 39 20 23 50 169 32 21 23 22 22 1171 21 1026
internal_value=0 1.80341e-09 1.24747e-07 3.40365e-07 -8.79008e-10 1.46565e-09 -5.51936e-10 1.5004e-09 -8.02408e-10 1.31648e-09 2.02805e-07 -3.1642e-09 2.80994e-10 -1.58355e-09 -3.86397e-09 8.6752e-11 -2.93108e-09 -1.39252e-07 1.09371e-09 -6.83033e-08 -3.62719e-07 3.90357e-08 8.77193e-09 3.90226e-09 1.21712e-09 4.52903e-09 -1.98684e-07 8.50652e-09 2.64123e-09 -1.6643e-10
internal_weight=0 3091 66 46 3025 3001 2973 2948 2918 2896 63 2833 2800 2780 2751 2673 2650 78 2630 262 70 192 2368 2336 2315 2292 44 2248 2218 2197
internal_count=3121 3091 66 46 3025 3001 2973 2948 2918 2896 63 2833 2800 2780 2751 2673 2650 78 2630 262 70 192 2368 2336 2315 2292 44 2248 2218 2197
is_linear=0
shrinkage=0.1


Tree=9305
num_leaves=31
num_cat=0
split_feature=421 9 2 33 9 147 147 10 10 46 97 374 16 401 132 0 0 0 16 4 16 2 457 16 3 1209 42 16 2 2
split_gain=1.0368e-10 1.89597e-10 3.45255e-10 1.71345e-10 1.53903e-10 1.33759e-10 1.61395e-10 1.20162e-10 3.01056e-10 1.20318e-10 1.58611e-10 2.89967e-10 1.31683e-10 4.3975e-10 6.70763e-10 7.45796e-10 4.6333e-10 8.485e-10 4.16095e-10 3.68265e-10 3.51779e-10 4.23139e-10 3.31912e-10 4.14491e-10 8.63181e-10 5.85129e-10 1.13674e-09 3.83539e-10 2.94397e-10 6.10234e-10
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 -0.009184999999999997 0.086220000000000005 0.097985000000000017 0.092070000000000013 -0.086389999999999981 -0.38124499999999995 0.084955000000000017 -0.086464999999999986 0.08987500000000001 -0.097644999999999996 0.094955000000000025 0.088890000000000011 -0.097024999999999986 -0.09515499999999999 -0.092759999999999995 -0.095964999999999981 -0.079764999999999989 -0.42170999999999997 0.11293500000000002 0.41022000000000008 -0.092484999999999984 -0.081574999999999995 -0.087199999999999986 0.087405000000000024 -0.091744999999999979 0.11682500000000001 0.11237500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 -5 10 -9 12 13 14 16 -16 19 -18 -14 -12 -19 -22 23 24 -20 26 -25 -27 29 -21
right_child=1 2 -4 4 -6 -7 -8 9 -10 -11 11 -13 18 -15 15 -17 17 20 22 28 21 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=-2.2695808496564496e-07 -2.4778103612074382e-07 -4.2520413785496204e-08 5.1491108791879011e-07 2.4868392880878591e-08 2.772195918510079e-07 -1.8752933099251911e-07 2.2826178088331704e-07 -2.8110224576494147e-07 -4.1723230287023701e-07 1.7205636394431543e-07 -3.7154986938066245e-07 3.1608464962965659e-07 -4.2641152925663548e-07 4.7094953090535176e-07 -2.4111980448872277e-08 -7.936897780069786e-07 7.763468492395408e-07 -1.8893900552770464e-07 -7.2179479616352192e-07 1.8137613931715158e-08 7.9775177830580978e-08 5.3619640993929352e-07 3.9774951517301819e-07 -2.3337370294029825e-07 1.7131626887127166e-08 -4.2724592558778857e-07 7.2590758615357724e-07 -7.5007976668109037e-09 -1.8448863696318296e-07 5.7556487026937997e-07
leaf_weight=20 28 25 20 43 20 38 31 20 24 41 26 29 24 23 34 20 22 31 25 183 82 27 20 21 43 22 30 2073 54 22
leaf_count=20 28 25 20 43 20 38 31 20 24 41 26 29 24 23 34 20 22 31 25 183 82 27 20 21 43 22 30 2073 54 22
internal_value=0 1.45937e-09 2.05227e-07 -1.54114e-09 7.35849e-10 -1.10247e-09 1.28279e-09 -1.11134e-09 -1.33496e-07 1.97702e-09 -4.8616e-10 1.5104e-09 -1.76877e-09 4.33942e-08 2.37659e-08 -3.09141e-07 6.39828e-08 1.99021e-07 -1.22495e-08 -1.27757e-08 1.08298e-07 1.92834e-07 -7.80009e-09 -1.14636e-08 -2.54532e-07 -3.7615e-09 3.30909e-07 -1.19086e-08 2.32402e-08 7.79591e-08
internal_weight=0 3101 45 3056 3028 3008 2970 2939 67 2872 2831 2811 2782 524 501 54 447 162 2258 285 140 109 2234 2214 68 2146 51 2095 259 205
internal_count=3121 3101 45 3056 3028 3008 2970 2939 67 2872 2831 2811 2782 524 501 54 447 162 2258 285 140 109 2234 2214 68 2146 51 2095 259 205
is_linear=0
shrinkage=0.1


Tree=9306
num_leaves=31
num_cat=0
split_feature=156 472 1429 471 402 401 401 133 1210 133 1208 1208 403 15 1210 12 132 2 1186 1211 481 130 1212 3 3 4 133 52 52 51
split_gain=9.97598e-11 1.0986e-10 1.13734e-10 1.74205e-10 9.33646e-11 1.6063e-10 2.73745e-10 2.72913e-10 1.50571e-10 1.40551e-10 3.38543e-10 1.383e-10 2.28316e-10 1.21893e-09 2.21137e-10 1.1276e-10 7.16497e-10 3.70669e-09 3.10841e-09 5.6757e-10 3.73453e-10 3.40444e-10 3.23881e-10 3.50625e-10 1.10201e-09 3.9072e-10 4.14682e-10 5.33403e-10 1.39409e-09 4.01258e-10
threshold=0.3248100000000001 -0.097514999999999977 0.12387000000000002 0.10277000000000001 -0.47355499999999995 -0.46360499999999999 -0.13200999999999999 0.51114000000000004 0.24726500000000004 0.41553500000000004 0.10837500000000001 0.092250000000000013 -0.5335399999999999 0.087575000000000014 -0.3960249999999999 0.09141500000000001 -0.083284999999999984 0.087545000000000026 0.049580000000000006 0.11013500000000002 -0.16223499999999996 0.096010000000000012 -0.064959999999999976 -0.047929999999999993 0.048265000000000009 -0.023539999999999995 0.092845000000000011 0.10024500000000001 0.40674500000000008 0.092790000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 8 9 10 11 12 13 -8 -14 19 17 -17 22 20 -16 -19 -18 25 -25 26 27 29 -29 -24
right_child=-2 2 -4 -5 5 6 7 -9 -10 -11 -12 -13 14 -15 15 16 18 21 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=2.3515834641330002e-07 -2.0749064333358547e-07 1.6677455694965222e-07 -2.2652908261927056e-07 2.6454954536347943e-07 -2.1231294514084058e-07 2.6687204902561679e-07 -3.5190658167039144e-07 -3.463754273238722e-07 2.4889191934107658e-07 -2.6038698873689796e-07 3.9930127711397205e-07 -2.1040830837648629e-07 -3.362495959891021e-07 7.0514091807064956e-07 -3.6590038195660377e-07 1.4528656333958507e-06 -2.5322668854052021e-07 -4.33693435013538e-07 -1.2006451394578714e-06 -5.3243460383457979e-07 -4.3259084735007744e-09 7.8394519253354685e-08 5.1385714859162753e-08 -7.3876024657693058e-07 1.7494319521915715e-07 -1.2049522809978327e-08 -7.4000238524919186e-08 1.0420570029054943e-06 1.0299296401980914e-07 4.5246495633458992e-07
leaf_weight=20 23 33 22 25 36 38 20 23 24 21 21 32 20 24 29 21 37 20 21 21 1906 37 148 22 33 281 65 25 43 30
leaf_count=20 23 33 22 25 36 38 20 23 24 21 21 32 20 24 29 21 37 20 21 21 1906 37 148 22 33 281 65 25 43 30
internal_value=0 1.54488e-09 2.69242e-11 1.65789e-09 -5.10467e-10 -2.35183e-09 2.00027e-10 -3.26562e-09 -5.45337e-10 -2.62615e-09 -7.30848e-10 -3.69405e-09 -1.33413e-09 2.24665e-07 -4.93832e-09 -2.5191e-09 2.95499e-08 3.1714e-07 -2.26852e-09 -1.53566e-08 -9.74485e-09 -1.01285e-07 3.45237e-08 5.09793e-08 -1.90538e-07 7.34176e-08 1.5064e-07 2.09997e-07 4.48237e-07 1.18983e-07
internal_weight=0 3098 3078 3056 3031 2998 2962 2924 2901 2877 2856 2835 2803 44 2759 2739 783 78 705 1956 1935 57 684 647 55 592 311 246 68 178
internal_count=3121 3098 3078 3056 3031 2998 2962 2924 2901 2877 2856 2835 2803 44 2759 2739 783 78 705 1956 1935 57 684 647 55 592 311 246 68 178
is_linear=0
shrinkage=0.1


Tree=9307
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1208 1208 402 1212 1209 43 1212 52 1 1447 160 1 1184 1 33 2 16 4 474 151 52 3 480 481 0 403 1
split_gain=1.12242e-10 4.55196e-10 3.33218e-10 9.72484e-11 1.91115e-10 1.20513e-10 1.32258e-10 4.40001e-10 4.16554e-10 4.93531e-10 1.81533e-10 1.10471e-10 4.87836e-10 5.91257e-10 5.64856e-10 5.85186e-10 4.45158e-10 2.551e-09 1.79846e-09 8.86276e-10 4.66283e-10 5.74205e-10 7.32581e-10 5.22994e-10 3.89571e-10 3.75781e-10 3.78204e-10 9.82254e-10 6.30107e-10 3.57927e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11531000000000001 0.10233500000000001 0.15960500000000002 -0.092474999999999988 -0.090519999999999975 -0.0043399999999999992 -0.41103999999999991 0.086275000000000004 0.085110000000000005 0.0071200000000000005 -0.52439499999999983 0.085760000000000017 0.088135000000000019 0.09202500000000001 -0.0066799999999999993 -1.0000000180025095e-35 -0.095964999999999981 -0.079164999999999985 0.088290000000000021 -0.0096649999999999982 -0.013374999999999998 -0.082794999999999994 0.11191000000000002 -0.087424999999999989 -0.086554999999999979 -0.5425549999999999 0.093100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 8 -8 9 -3 -10 25 13 -13 -15 16 18 -18 -16 -20 24 22 -22 -24 -21 26 27 -9 -28 -19
right_child=1 3 -4 -5 -6 -7 7 11 10 -11 -12 12 -14 14 15 -17 17 29 19 20 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-2.2935832580864931e-08 4.6913919721278259e-07 3.0918573010942719e-08 -3.9777182392013119e-07 -1.8702290097499594e-07 2.4666569338194221e-07 -1.7838734182790892e-07 -4.6836284184337273e-07 1.6576196557593905e-07 1.2340776684993672e-07 7.1728453249875206e-07 -2.1086636012789698e-07 4.1292147141547279e-07 -4.9734526859608544e-07 -5.3671238685551325e-07 -1.0538711195806628e-06 5.0967472040903365e-07 1.0479622999256485e-06 -4.1708777948976856e-07 -6.6087104390145554e-07 5.2302298130329022e-10 -5.5542883237486812e-08 -2.9431657922109692e-07 9.3462880869310537e-07 2.3542520812438654e-07 -4.4423642043786844e-07 3.6021916445250217e-07 4.9459541163595792e-07 -6.0579863173009496e-07 1.5124047194960133e-08 -8.6310309121984122e-09
leaf_weight=195 21 22 27 27 32 37 20 33 32 20 33 32 21 21 20 21 23 22 22 54 35 22 20 23 31 32 28 33 1298 864
leaf_count=195 21 22 27 27 32 37 20 33 32 20 33 32 21 21 20 21 23 22 22 54 35 22 20 23 31 32 28 33 1298 864
internal_value=0 5.25354e-09 -6.8524e-08 1.86869e-09 3.65756e-09 8.99047e-10 3.28352e-09 -1.07724e-09 1.12302e-07 3.5776e-07 -4.63006e-08 2.4428e-09 -1.94962e-08 -1.1203e-08 -2.27242e-08 -1.33951e-08 -2.30645e-08 8.21781e-09 -1.48332e-07 -6.08399e-08 1.05152e-08 1.56884e-07 2.84146e-07 5.60636e-07 -1.61683e-07 2.14083e-08 1.36196e-08 -2.20018e-07 2.52486e-08 -1.87733e-08
internal_weight=0 2899 222 2878 2851 2819 2782 2675 107 42 65 2655 1231 1210 1178 1157 1136 909 227 207 185 100 78 43 85 1424 1392 66 1326 886
internal_count=3121 2899 222 2878 2851 2819 2782 2675 107 42 65 2655 1231 1210 1178 1157 1136 909 227 207 185 100 78 43 85 1424 1392 66 1326 886
is_linear=0
shrinkage=0.1


Tree=9308
num_leaves=31
num_cat=0
split_feature=1429 471 11 12 3 155 1420 475 1420 1 1 0 13 1 160 132 12 1204 1447 1 3 33 1 15 4 3 480 3 1 1
split_gain=9.94229e-11 1.99042e-10 2.30583e-10 9.04667e-10 4.26112e-10 3.34414e-10 1.07345e-10 3.0118e-10 2.45809e-10 1.10324e-10 7.82188e-10 1.1497e-09 9.24795e-10 8.27416e-10 6.66426e-10 5.54122e-10 3.01964e-09 2.41838e-09 4.67955e-10 4.65163e-10 2.24993e-09 2.18602e-09 9.71216e-10 6.09669e-10 1.19203e-09 5.58717e-10 4.31366e-10 8.56755e-10 4.192e-10 1.04383e-09
threshold=0.12521000000000002 -0.085064999999999988 0.090070000000000025 0.10149500000000002 -0.14847999999999997 0.13782500000000003 -0.08341999999999998 -0.080559999999999979 -0.07737999999999999 0.08801500000000001 0.085475000000000009 -0.086729999999999988 -0.0095349999999999983 0.084785000000000013 -0.53908999999999996 -0.083284999999999984 0.091840000000000019 -1.0000000180025095e-35 0.059120000000000013 0.09202500000000001 -0.014944999999999998 -0.0066799999999999993 0.091195000000000012 0.087960000000000024 -0.029144999999999997 -0.082794999999999994 0.10344000000000002 -0.075634999999999994 0.092945000000000014 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 -3 -8 10 13 -12 -13 18 -11 16 -16 -17 26 20 22 -21 23 24 -19 -25 -10 -28 -23 -30
right_child=-2 2 3 4 -6 -7 8 -9 9 14 11 12 -14 -15 15 17 -18 19 -20 21 -22 28 -24 25 -26 -27 27 -29 29 -31
leaf_value=-2.7696087491117045e-07 2.2223993568104563e-07 -6.4684596070257045e-08 5.3804971348715818e-07 -3.3600654461007909e-07 2.4370932578676728e-07 -4.1140085428992277e-07 -3.0970891224604625e-07 4.3258211018751134e-07 9.7002839120913063e-09 -5.837042895758974e-07 -1.6012561504192707e-07 2.1859249814681904e-07 1.0303289870989829e-06 -5.7188211007996879e-07 -3.949692951431837e-07 -1.119447834980747e-06 1.1833053845707168e-06 -9.7563025803992796e-07 4.2063735779467809e-07 1.0551450060347634e-06 -9.0097544146427675e-07 -4.1482451311007184e-07 5.4306956564736152e-07 3.746909569737468e-07 3.5180848507414862e-08 -1.988433568353035e-07 1.028448162969653e-07 -7.5280461867454172e-07 5.9823934851143855e-07 -1.3052440927851489e-08
leaf_weight=26 20 29 37 32 21 20 26 21 1599 21 34 32 25 25 27 20 22 20 27 20 33 24 28 33 28 35 25 22 29 760
leaf_count=26 20 29 37 32 21 20 26 21 1599 21 34 32 25 25 27 20 22 20 27 20 33 24 28 33 28 35 25 22 29 760
internal_value=0 -1.4385e-09 8.91119e-10 1.58595e-07 -1.06308e-07 -3.86376e-09 -1.11478e-09 1.44167e-07 -3.60675e-09 -8.51941e-10 1.44713e-08 3.00098e-07 5.74617e-07 -8.36084e-10 -2.57732e-08 -1.49145e-08 3.13644e-07 -3.05449e-08 7.69718e-09 -8.98248e-09 -1.56206e-07 2.23004e-08 1.44701e-08 -1.13123e-07 -3.8599e-07 7.94895e-08 9.23556e-10 -2.97672e-07 -3.10787e-09 9.41583e-09
internal_weight=0 3101 3075 90 53 2985 2965 50 2915 2889 1789 91 57 1698 1100 1079 49 1030 1673 1010 177 833 144 116 48 68 1646 47 813 789
internal_count=3121 3101 3075 90 53 2985 2965 50 2915 2889 1789 91 57 1698 1100 1079 49 1030 1673 1010 177 833 144 116 48 68 1646 47 813 789
is_linear=0
shrinkage=0.1


Tree=9309
num_leaves=31
num_cat=0
split_feature=132 1203 394 1 4 1203 1213 1204 12 132 105 33 1366 44 1455 158 158 158 2 2 484 158 2 2 0 402 52 52 16 0
split_gain=1.1473e-10 4.38059e-10 3.5241e-10 1.66194e-10 1.84196e-10 1.35565e-10 1.31202e-10 1.12345e-10 4.67412e-10 3.32428e-10 1.07195e-10 1.33444e-10 1.02064e-10 1.32378e-10 3.23109e-10 4.6631e-10 2.06719e-10 4.57192e-10 1.4153e-10 9.7767e-10 8.34241e-10 1.19711e-09 4.81823e-10 5.35804e-10 5.08389e-10 3.48984e-10 4.37328e-10 8.53894e-10 4.59448e-10 6.87203e-10
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 0.084785000000000013 0.010840000000000001 0.084795000000000023 0.085855000000000015 -0.077669999999999989 0.087505000000000013 -0.011165 0.080965000000000023 -0.0066799999999999993 -0.087024999999999977 0.10049500000000001 0.11192500000000001 -0.46413499999999996 -0.46413499999999996 -0.47356499999999996 0.11018500000000002 0.10912000000000001 0.10126500000000001 0.10654500000000001 0.11177500000000001 0.11263500000000001 -0.23091999999999999 0.095140000000000016 0.10263500000000002 0.12354000000000001 0.63167000000000006 0.024095000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 -5 6 -1 8 -2 -10 11 -9 -13 14 16 -16 17 -14 19 -18 21 22 -20 -24 -25 26 28 -28 29 -26
right_child=2 -3 -4 4 -6 -7 -8 10 9 -11 -12 12 13 -15 15 -17 18 -19 20 -21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=2.875103297353712e-08 -2.6257595196325798e-07 -5.1612151679591995e-07 4.0394703714499967e-07 -4.0863203756608917e-07 -1.3748730983328037e-08 2.3023022977129047e-07 -2.515907257816252e-07 2.2628887082786465e-07 8.7396985204435396e-08 6.0710600475744063e-07 -2.1144876220328493e-07 2.0399559209257255e-07 1.0723420089675529e-07 -2.1944611339514657e-07 6.0752012213275266e-07 -5.8891747520934108e-08 2.9320847976922417e-09 -5.6892580658995938e-07 -4.2610624482859535e-07 6.8868215737980104e-07 -6.3723411768557492e-07 6.3937940119820687e-07 4.1967701690737159e-07 -4.8512859638531856e-07 2.6189363700268588e-08 -3.9777374543821983e-07 -7.644178599061239e-07 1.6558470928798456e-08 -3.941453996958444e-07 5.3270285169067698e-07
leaf_weight=101 22 20 22 21 27 27 20 26 32 20 24 24 20 28 21 21 2082 20 33 21 23 26 25 26 250 24 21 42 22 30
leaf_count=101 22 20 22 21 27 27 20 26 32 20 24 24 20 28 21 21 2082 20 33 21 23 26 25 26 250 24 21 42 22 30
internal_value=0 -7.03086e-08 5.23281e-09 -2.48175e-08 -1.8651e-07 2.76234e-08 -1.75864e-08 2.19025e-09 1.23813e-07 2.87285e-07 -1.01377e-09 7.99676e-10 -1.32527e-09 -3.12699e-09 -8.89478e-10 2.74314e-07 -5.22665e-09 -2.30846e-07 -1.78864e-09 9.7798e-09 -4.83948e-08 -2.1254e-08 -5.75678e-08 -2.99275e-08 -5.70121e-08 -2.83976e-08 -4.10984e-09 -2.43767e-07 4.58849e-08 8.04587e-08
internal_weight=0 216 2905 196 48 148 121 2883 74 52 2809 2785 2759 2735 2707 42 2665 40 2625 2103 522 499 473 440 415 389 365 63 302 280
internal_count=3121 216 2905 196 48 148 121 2883 74 52 2809 2785 2759 2735 2707 42 2665 40 2625 2103 522 499 473 440 415 389 365 63 302 280
is_linear=0
shrinkage=0.1


Tree=9310
num_leaves=31
num_cat=0
split_feature=0 45 11 1 133 52 48 150 457 3 11 2 41 41 2 33 13 47 0 9 15 0 15 12 0 2 3 15 157 484
split_gain=1.04147e-10 6.90645e-10 6.20435e-10 5.5902e-10 4.10764e-10 3.6582e-10 3.72188e-10 4.83648e-10 6.51843e-10 3.5327e-10 3.36457e-10 1.42325e-10 1.20185e-10 2.32643e-10 2.21076e-10 1.45139e-10 1.35248e-10 6.0722e-10 2.04652e-09 1.58502e-09 4.26065e-10 1.14924e-09 4.16087e-10 3.42129e-10 5.46675e-10 5.89065e-10 7.39767e-10 7.17579e-10 5.80335e-10 1.11761e-09
threshold=-0.14794999999999997 0.084355000000000013 -0.072629999999999986 0.076935000000000017 0.085075000000000026 -0.092399999999999982 -0.072824999999999987 0.090480000000000019 -0.0029299999999999994 0.088060000000000013 0.074925000000000005 0.11728500000000001 0.088520000000000015 0.078065000000000009 0.097070000000000004 -0.009184999999999997 -0.0034749999999999994 0.094160000000000008 -0.093039999999999984 0.085555000000000006 -0.10203999999999998 -0.073309999999999986 -0.091964999999999977 0.10589000000000003 -0.082974999999999979 0.11510000000000002 -0.07928499999999998 -0.068899999999999975 -0.081364999999999979 0.027540000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -5 -7 8 -8 10 -10 -11 13 15 -14 -4 -17 19 -19 20 21 -18 -22 24 -24 27 -27 -26 -29 -30
right_child=2 -3 12 4 -6 6 7 -9 9 11 -12 -13 14 -15 -16 16 17 18 -20 -21 22 -23 23 -25 25 26 -28 28 29 -31
leaf_value=4.9949998332269021e-07 -5.6107132706983975e-07 6.0865739315085246e-07 -2.5839304230017164e-07 -2.847999551851685e-07 -3.7357661675230247e-07 -2.1774277594910952e-07 -4.8427339720547031e-07 4.464346654973078e-07 6.317584187681427e-07 9.346887402512728e-08 1.1972883460960777e-07 -2.30581960018437e-07 -3.6114461432991729e-07 2.4340633433148001e-07 3.143062197175084e-08 -1.4591980241888949e-08 7.716638534744831e-07 1.1717518384557481e-06 1.4985424784824248e-08 -7.9454130741396511e-07 -4.3021714245263689e-07 -1.0221187748731394e-07 3.0079455492731154e-07 -1.5672329149109003e-07 -5.715121356724526e-07 8.034914488064261e-07 -5.6605539242582387e-08 -3.7918765826816526e-07 -8.6152437732820047e-09 6.7763569205134488e-07
leaf_weight=22 20 21 22 34 30 37 20 38 21 33 33 23 26 39 32 1917 27 20 65 24 21 34 77 89 23 20 20 35 272 26
leaf_count=22 20 21 22 34 30 37 20 38 21 33 33 23 26 39 32 1917 27 20 65 24 21 34 77 89 23 20 20 35 272 26
internal_value=0 5.48139e-08 -6.08594e-09 1.48458e-08 -2.47913e-08 1.89893e-08 6.93738e-08 1.32608e-07 4.08738e-08 1.36355e-07 3.18851e-07 -3.96234e-08 -2.10613e-09 9.19075e-10 -1.44551e-07 -2.59393e-09 -4.8622e-10 3.54245e-08 2.87166e-07 3.39151e-09 3.31281e-08 2.84586e-07 6.81784e-09 2.31483e-08 5.69931e-08 9.58725e-09 3.73443e-07 -3.12954e-08 6.01686e-09 5.1259e-08
internal_weight=0 312 2809 291 269 239 205 168 130 110 54 56 2789 2731 58 2692 2670 753 85 668 644 61 583 562 473 396 40 356 333 298
internal_count=3121 312 2809 291 269 239 205 168 130 110 54 56 2789 2731 58 2692 2670 753 85 668 644 61 583 562 473 396 40 356 333 298
is_linear=0
shrinkage=0.1


Tree=9311
num_leaves=31
num_cat=0
split_feature=132 1203 399 1 4 1203 2 13 131 393 1185 393 1185 39 33 12 47 47 47 50 12 15 1428 475 131 131 482 483 12 483
split_gain=9.45089e-11 3.52638e-10 3.41134e-10 1.2401e-10 1.47727e-10 1.18812e-10 1.34219e-10 4.51177e-10 2.42e-10 1.02969e-10 1.16035e-10 1.75647e-10 1.2737e-10 1.09146e-10 4.45631e-10 2.33383e-10 1.35242e-10 8.62508e-10 7.68226e-10 1.82925e-10 6.13636e-10 9.40131e-10 2.2156e-10 8.79702e-10 1.64551e-10 1.6066e-10 1.74858e-10 2.26552e-10 9.72069e-10 7.64213e-10
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.084785000000000013 0.010840000000000001 0.084795000000000023 0.089725000000000013 -0.0087749999999999981 -0.076979999999999979 0.10992000000000002 0.093750000000000014 0.091220000000000009 0.08777500000000002 -1.0000000180025095e-35 -0.009184999999999997 -0.015429999999999998 0.094160000000000008 0.089785000000000018 0.09717000000000002 -0.099524999999999988 0.089625000000000024 -0.066844999999999988 -0.020064999999999996 0.016915000000000003 0.13695500000000002 0.11863000000000001 0.12191 0.10143000000000001 0.094070000000000015 0.096720000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 5 -5 6 7 -1 -8 10 11 12 13 15 -15 -2 17 19 -18 20 -16 -22 23 -21 25 26 27 29 -29 -24
right_child=2 -3 -4 4 -6 -7 8 -9 -10 -11 -12 -13 -14 14 16 -17 18 -19 -20 22 21 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=7.2547984293698024e-08 -4.162908192976526e-08 -4.6380769660459012e-07 3.0239956965628704e-07 -3.6159442109757427e-07 -7.9563959174164572e-09 2.1197307444464499e-07 3.5820300589810884e-07 -5.1423954616325318e-07 -5.7558134005018612e-08 -2.2530894170813555e-07 -2.3763182696256993e-07 2.7930860923057165e-07 2.4718260376522226e-07 -3.8607129094240614e-07 -1.8175969358099684e-07 3.8176801141439091e-07 5.848853729818215e-07 -4.9899145372884445e-07 1.4478785116629729e-08 2.2585221958457797e-07 8.3869935392415413e-07 -3.1329033089588381e-08 -1.8414214799209561e-09 -6.8946825151561781e-07 2.6610871493606128e-07 -2.1845865891169953e-07 2.9492970853084445e-07 3.8735350393892537e-08 -7.5177182012675128e-07 6.0445084034741053e-07
leaf_weight=38 30 20 38 21 27 27 21 20 42 20 20 23 21 30 34 23 26 35 257 21 23 27 2077 21 23 34 20 60 21 21
leaf_count=38 30 20 38 21 27 27 21 20 42 20 20 23 21 30 34 23 26 35 257 21 23 27 2077 21 23 34 20 60 21 21
internal_value=0 -6.38164e-08 4.74561e-09 -2.30009e-08 -1.62673e-07 2.22982e-08 -2.0026e-08 -1.29793e-07 8.10289e-08 8.00426e-10 2.38883e-09 4.08689e-09 1.82936e-09 -2.20255e-11 -2.78135e-09 1.42109e-07 1.47743e-09 -6.18081e-09 6.68836e-08 1.06032e-09 1.46004e-07 3.68884e-07 -4.2379e-09 -2.31808e-07 -1.21975e-12 -2.74216e-09 5.93152e-10 -2.10842e-09 -1.66211e-07 4.22728e-09
internal_weight=0 216 2905 196 48 148 121 58 63 2867 2847 2827 2804 2783 2730 53 2700 2417 283 2382 84 50 2298 42 2256 2233 2199 2179 81 2098
internal_count=3121 216 2905 196 48 148 121 58 63 2867 2847 2827 2804 2783 2730 53 2700 2417 283 2382 84 50 2298 42 2256 2233 2199 2179 81 2098
is_linear=0
shrinkage=0.1


Tree=9312
num_leaves=31
num_cat=0
split_feature=1429 156 401 1211 1211 1 12 4 1200 128 128 401 402 400 12 15 15 479 52 3 131 43 2 2 1455 482 484 482 12 15
split_gain=9.04581e-11 2.82165e-10 8.91979e-11 1.60002e-10 2.08754e-10 5.29166e-10 3.37452e-10 2.01124e-10 1.43588e-10 2.25941e-10 3.36649e-10 1.98032e-10 1.70921e-10 1.10033e-10 4.06639e-10 1.01015e-10 4.92465e-10 3.82325e-10 1.6184e-10 1.57704e-10 1.40095e-10 3.34644e-10 1.67778e-10 8.12068e-10 5.92056e-10 6.19966e-10 5.84378e-10 4.94189e-10 8.35634e-10 6.26491e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.47313999999999995 0.12162000000000002 0.09030500000000001 0.089475000000000013 0.090165000000000009 -0.081224999999999978 0.090100000000000013 0.11170500000000001 0.11876500000000001 -0.13200999999999999 -0.43418999999999991 -0.095334999999999989 0.089300000000000004 0.12044500000000001 0.12961500000000001 0.11198500000000002 0.17829500000000004 -0.049509999999999992 0.11767000000000001 -0.052894999999999991 0.11263500000000001 0.11177500000000001 0.10994000000000001 -0.25163999999999992 0.10126500000000001 0.087425000000000017 -0.042789999999999988 -0.037864999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 7 -6 9 11 -11 -4 -13 14 -14 17 -17 20 19 -18 22 -22 23 24 25 -15 27 29 -29 -24
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 -12 12 13 15 -16 16 18 -19 -20 -21 21 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.0205808575404018e-07 2.095001193680446e-07 3.758297589229187e-07 2.6658286047778449e-07 -2.3614752075022337e-07 3.494425756032258e-07 6.0352064821245224e-07 -3.0404177509395098e-07 -6.3187355064677662e-08 2.2481932873048478e-07 -5.2231395400104658e-07 -1.5860909984764604e-08 -2.5592861200502067e-07 -4.2709742854185608e-07 5.3632858845792899e-07 1.7786136282893497e-07 5.0509750177179342e-07 -2.5748809389843549e-07 -3.861903902173498e-07 2.3349830669195357e-07 4.1248382016483237e-08 4.6138230868022911e-07 -1.1017333015672648e-07 -5.5731149473103874e-09 6.4184825760094105e-07 -4.1861968404852884e-07 2.669694065387276e-09 -5.3019404026599662e-07 -2.0143117126281141e-07 6.6578900867853012e-07 -3.3946048582882736e-07
leaf_weight=22 20 20 27 29 27 20 22 21 27 21 35 27 25 22 20 23 30 26 21 43 21 20 285 20 33 2074 25 20 25 70
leaf_count=22 20 20 27 29 27 20 22 21 27 21 35 27 25 22 20 23 30 26 21 43 21 20 285 20 33 2074 25 20 25 70
internal_value=0 1.43447e-09 -9.97463e-10 -2.37371e-09 -1.36275e-10 1.49883e-07 2.02728e-08 1.68917e-07 -4.72871e-09 -6.85635e-09 -2.05781e-07 -2.95723e-09 -5.52882e-09 -3.11683e-09 -1.58227e-07 -5.86031e-10 9.03397e-08 -4.61417e-09 -1.11436e-08 -8.152e-08 -8.20294e-10 1.82575e-07 -3.7415e-09 7.61223e-09 1.65417e-09 8.27108e-09 -6.11513e-08 -3.18362e-08 2.80358e-07 -7.14101e-08
internal_weight=0 3099 3079 3059 3030 90 70 48 2940 2913 56 2857 2830 2803 45 2758 117 2641 94 73 2615 41 2574 2149 2129 2096 425 400 45 355
internal_count=3121 3099 3079 3059 3030 90 70 48 2940 2913 56 2857 2830 2803 45 2758 117 2641 94 73 2615 41 2574 2149 2129 2096 425 400 45 355
is_linear=0
shrinkage=0.1


Tree=9313
num_leaves=31
num_cat=0
split_feature=0 45 11 1 52 1 457 151 2 11 15 15 0 13 158 484 16 43 42 159 158 1447 43 484 403 133 1210 403 403 1456
split_gain=9.00465e-11 5.77484e-10 5.05573e-10 4.60356e-10 3.32014e-10 5.9005e-10 4.76574e-10 5.30836e-10 7.27749e-10 3.38322e-10 3.5394e-10 6.99587e-10 1.97871e-10 1.81846e-10 1.26853e-10 1.03053e-09 7.55606e-10 9.09378e-10 7.5234e-10 8.97995e-10 2.84541e-10 1.65623e-10 4.62543e-10 3.87926e-10 2.8205e-10 1.1315e-09 1.9484e-10 1.20756e-09 3.48628e-10 1.67502e-10
threshold=-0.14794999999999997 0.084355000000000013 -0.072629999999999986 0.076935000000000017 -0.080114999999999978 0.090130000000000016 0.11612500000000002 -0.072119999999999976 0.11704500000000001 0.081365000000000007 -0.087894999999999987 0.082685000000000022 -0.23051499999999997 -0.090639999999999984 0.10667500000000002 0.090535000000000018 -0.026164999999999997 -0.011694999999999999 0.086950000000000013 0.11410000000000002 0.10312500000000001 -0.086359999999999978 -0.072269999999999987 -0.081614999999999979 -0.54856499999999986 0.40431 -0.13847499999999999 -0.048229999999999988 -0.53255499999999989 0.10959500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -5 7 8 12 10 13 -12 -6 -9 20 16 -16 18 -18 -20 21 22 23 -4 25 -23 27 -26 -28 -30
right_child=2 -3 14 4 6 -7 -8 9 -10 -11 11 -13 -14 -15 15 -17 17 -19 19 -21 -22 24 -24 -25 26 -27 28 -29 29 -31
leaf_value=4.5423129548603153e-07 -5.0664441744174835e-07 5.574103681738052e-07 2.5927140852892929e-07 1.0334123506557565e-07 2.1850241125775939e-07 -5.4103464018832408e-07 4.4611871339839132e-07 2.0985748346902258e-07 -7.1996409861764159e-07 -2.7705902489572053e-07 7.6975876345880793e-07 -2.0329930331778696e-09 -2.263241435684904e-07 -1.4769429447259235e-07 4.9836465566298875e-07 -7.2365700625389522e-07 -3.4924816258044953e-07 -6.4339025032111871e-07 8.1477838449472988e-07 -6.2552624388193377e-08 2.8621372369538485e-07 -6.5662530591359024e-07 5.3112709188305673e-07 -2.2649932361673565e-07 7.0854608571093917e-07 2.6140166079358097e-07 -3.3756846894833314e-07 -3.4029011647449116e-07 3.1807481632230698e-09 -2.1720341391885865e-07
leaf_weight=22 20 21 31 27 20 30 25 25 22 20 23 24 20 33 26 22 28 24 20 28 35 29 22 35 23 25 31 21 2354 35
leaf_count=22 20 21 31 27 20 30 25 25 22 20 23 24 20 33 26 22 28 24 20 28 35 29 22 35 23 25 31 21 2354 35
internal_value=0 5.09686e-08 -5.65887e-09 1.44213e-08 -2.15483e-08 -2.35804e-07 3.60581e-08 -1.87628e-08 -2.57994e-07 9.9896e-08 1.71697e-07 3.75652e-07 -3.91087e-09 6.42285e-09 -2.06628e-09 -9.21567e-08 1.81052e-08 -1.06762e-07 6.26993e-08 3.03002e-07 2.98233e-09 -8.21624e-10 1.34031e-07 1.66572e-09 -5.53451e-09 -2.31613e-07 -5.79867e-10 2.07965e-07 -4.3716e-09 -4.79859e-11
internal_weight=0 312 2809 291 269 57 212 187 62 125 105 47 40 58 2789 148 126 100 76 48 2641 2606 88 66 2518 54 2464 44 2420 2389
internal_count=3121 312 2809 291 269 57 212 187 62 125 105 47 40 58 2789 148 126 100 76 48 2641 2606 88 66 2518 54 2464 44 2420 2389
is_linear=0
shrinkage=0.1


Tree=9314
num_leaves=31
num_cat=0
split_feature=11 33 9 1 4 4 132 13 1203 1212 15 1 3 403 402 43 3 1 0 2 15 481 13 43 16 130 42 43 4 403
split_gain=1.00356e-10 1.90578e-10 1.09384e-10 1.27307e-10 9.16244e-11 7.87135e-10 6.58408e-10 4.16222e-09 2.64921e-09 6.66602e-10 4.52002e-10 3.50152e-10 9.32064e-10 1.281e-09 1.23292e-09 1.00854e-09 1.77667e-09 8.56316e-10 6.2999e-10 4.07955e-10 1.06772e-09 9.67379e-10 7.57854e-10 1.26844e-09 1.19618e-09 6.1301e-10 3.56273e-10 2.96579e-10 2.77123e-10 2.90273e-10
threshold=-0.011194999999999998 -0.009184999999999997 0.089995000000000006 0.11507500000000002 -0.081714999999999996 -0.081224999999999978 -0.083284999999999984 -0.01163 0.088820000000000024 -0.088189999999999991 0.084840000000000013 0.085475000000000009 -0.085784999999999986 -0.5335399999999999 0.094750000000000015 -0.0017249999999999998 0.090900000000000009 0.08801500000000001 -0.078904999999999989 0.090425000000000019 0.088495000000000018 -0.081539999999999987 -0.0051199999999999987 0.0051600000000000005 -0.083539999999999989 0.085235000000000019 0.086950000000000013 -0.14968999999999996 -0.080924999999999983 -0.52336499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -6 7 -3 9 -8 -9 12 13 -11 15 18 -17 -13 -14 20 21 -15 23 24 -23 27 -21 -24 -7 -30
right_child=1 2 3 -5 5 28 8 10 -10 11 -12 17 14 19 -16 16 -18 -19 -20 26 -22 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=1.9195662056753698e-07 -2.6619058636006903e-07 1.4326881613590598e-06 3.3309634740622384e-07 2.6299629496406853e-08 -4.6978732816446486e-07 3.1372834733381889e-07 5.5914477024504341e-07 5.5979333983954994e-08 -1.1376072740176823e-06 8.0325368414724791e-07 -5.3408916904746073e-07 5.3497384165450801e-07 6.2039733969803435e-07 6.7510119663438681e-07 -9.7603877951731501e-07 -8.6460587420547471e-07 3.0525737643859517e-07 2.6024039713768699e-08 -1.3716682622583429e-07 4.1733765087661686e-08 -6.1604106697872815e-07 -1.6861537146708642e-07 -3.3915839378009661e-07 4.0570872101852733e-07 -1.0997488611249909e-06 5.3136409101333429e-07 5.405702857139907e-07 1.4756419253837022e-07 -2.2367511066055962e-07 -2.3759158643049068e-09
leaf_weight=27 27 23 21 38 37 27 23 34 20 21 21 39 21 20 21 34 21 217 23 41 31 37 21 20 22 28 22 31 61 2092
leaf_count=27 27 23 21 38 37 27 23 34 20 21 21 39 21 20 21 34 21 217 23 41 31 37 21 20 22 28 22 31 61 2092
internal_value=0 -1.67475e-09 6.53888e-10 1.35498e-07 -1.991e-09 -1.24159e-08 2.72277e-08 3.03067e-07 -2.94828e-09 2.9798e-08 -1.6932e-07 1.16264e-08 -4.5221e-08 5.06394e-08 -2.80079e-07 -1.32451e-07 -4.17931e-07 1.03559e-07 2.24398e-07 -7.25395e-09 -7.42093e-08 1.96274e-08 -6.28221e-08 -2.8252e-07 -5.15818e-07 1.54129e-07 2.15931e-07 -4.89969e-08 -4.65318e-09 -8.64589e-09
internal_weight=0 3094 3067 59 3008 2217 791 78 713 693 55 670 414 294 120 99 55 256 44 273 210 179 159 79 59 80 63 52 2180 2153
internal_count=3121 3094 3067 59 3008 2217 791 78 713 693 55 670 414 294 120 99 55 256 44 273 210 179 159 79 59 80 63 52 2180 2153
is_linear=0
shrinkage=0.1


Tree=9315
num_leaves=31
num_cat=0
split_feature=132 394 43 12 1 1 399 0 16 49 2 15 2 2 45 16 1213 2 13 3 157 157 155 16 147 48 160 1 12 39
split_gain=1.02604e-10 3.09925e-10 2.1465e-10 2.10582e-10 2.08927e-10 1.82888e-10 1.17394e-10 1.61941e-10 1.13379e-10 1.36015e-10 1.34765e-10 1.11286e-10 9.86342e-11 4.89597e-10 4.19289e-10 3.52166e-10 3.27322e-10 2.88233e-10 2.73687e-10 8.34767e-10 6.5509e-10 4.74276e-10 4.3144e-10 4.24748e-10 3.66166e-10 4.82e-10 3.23118e-10 5.83868e-10 1.31578e-09 2.50357e-10
threshold=-0.083174999999999985 0.11233000000000001 -0.011244999999999998 0.087385000000000004 0.089625000000000024 0.11507500000000002 -0.065739999999999979 -0.08095999999999999 -0.095094999999999985 0.097180000000000016 0.084755000000000011 0.085315000000000016 0.10613000000000002 0.10699500000000002 0.082470000000000016 0.55700000000000005 -0.059794999999999994 0.10527500000000002 0.10002500000000002 -0.24163499999999996 -0.051074999999999988 0.12236000000000001 0.104145 -0.08231999999999999 0.097985000000000017 -1.0000000180025095e-35 0.041220000000000007 0.11146500000000002 0.090285000000000018 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 8 -6 7 -2 -4 10 -10 -12 14 -14 15 17 -15 29 19 -18 -20 22 24 -22 25 -21 -27 28 -28 -8
right_child=1 -3 4 -5 5 -7 12 -9 9 -11 11 -13 13 16 -16 -17 18 -19 20 21 23 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-5.9783616279673879e-08 1.8567736097858348e-09 3.973100766074822e-07 -1.358984858614219e-07 -5.0345998346301714e-07 -4.1095310207724235e-07 1.6242538657977657e-09 3.3203025729424397e-07 3.3509101228901271e-07 2.0205585872557298e-07 3.1833114826034558e-07 -1.938463280590315e-07 8.8272813032803994e-08 -4.3606753116630995e-07 -3.3295138982500632e-07 4.1692353943290073e-07 3.4518400095606692e-07 -6.0387693352481624e-07 -3.5993489226691303e-07 6.656272914540296e-07 4.4030737630971719e-07 2.8016394318022076e-07 4.7704994543096291e-07 -4.6319418764878288e-07 -2.1023108594794108e-07 -3.5666273992807913e-07 3.8080711425384683e-08 4.1188603537041982e-07 -6.251646234225271e-07 -6.3524673535653172e-07 2.5935406936435737e-10
leaf_weight=23 35 20 28 20 22 21 23 25 31 21 29 27 29 31 25 30 24 22 20 26 33 20 21 38 27 328 30 22 20 2050
leaf_count=23 35 20 28 20 22 21 23 25 31 21 29 27 29 31 25 30 24 22 20 26 33 20 21 38 27 328 30 22 20 2050
internal_value=0 5.01762e-09 -6.55213e-08 -2.66145e-07 -1.73269e-08 -2.09462e-07 2.29242e-09 1.40704e-07 4.34217e-08 8.99121e-08 3.47765e-08 -5.78246e-08 -6.53563e-10 -3.41866e-08 9.78066e-09 4.99074e-09 -1.59763e-08 1.19238e-10 1.58695e-10 -2.79392e-08 1.60101e-07 4.15319e-11 -2.00854e-08 1.7699e-08 4.56061e-10 2.30904e-08 -4.02876e-09 -1.95861e-07 -6.96707e-09 3.94036e-09
internal_weight=0 2899 222 43 179 43 2879 60 136 108 87 56 2819 669 2150 2125 640 2095 609 518 91 494 474 71 453 426 400 72 50 2073
internal_count=3121 2899 222 43 179 43 2879 60 136 108 87 56 2819 669 2150 2125 640 2095 609 518 91 494 474 71 453 426 400 72 50 2073
is_linear=0
shrinkage=0.1


Tree=9316
num_leaves=31
num_cat=0
split_feature=1203 13 4 393 1176 403 401 1366 44 1455 158 158 47 47 9 97 47 10 11 9 9 1 13 0 1210 0 13 52 1 43
split_gain=9.05775e-11 1.93546e-10 2.2548e-10 1.212e-10 1.3002e-10 9.19906e-11 2.12985e-10 9.16187e-11 1.70475e-10 2.89011e-10 3.47495e-10 1.7076e-10 1.39269e-10 9.82072e-10 2.2771e-10 1.2468e-09 3.38709e-10 3.11087e-10 1.54336e-10 1.56716e-10 6.56551e-10 3.36873e-10 1.86375e-10 9.47177e-10 3.13455e-09 1.65153e-09 7.93698e-10 6.21042e-10 4.28178e-10 2.94065e-10
threshold=0.090185000000000001 0.0036400000000000004 -0.070499999999999993 0.11333500000000001 0.087330000000000019 0.62200000000000011 0.13607500000000003 -0.087024999999999977 0.099360000000000018 0.11192500000000001 -0.46413499999999996 -0.46413499999999996 0.092165000000000011 0.096475000000000019 -0.013509999999999999 -0.049229999999999996 0.090100000000000013 -0.0087699999999999983 -0.011194999999999998 0.092235000000000011 0.085555000000000006 0.13332000000000002 -0.089109999999999981 -0.083804999999999977 -0.051429999999999997 -0.080434999999999993 -0.088319999999999996 0.08257500000000001 0.10684 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 -1 9 11 -11 -9 14 -14 15 17 18 -13 -16 20 22 -21 23 24 -20 -25 -24 28 -27 -26
right_child=1 -3 -4 -5 -6 -7 -8 8 -10 10 -12 12 13 -15 16 -17 -18 -19 19 21 -22 -23 26 25 29 27 -28 -29 -30 -31
leaf_value=1.9143340755552649e-07 4.0664087038574539e-07 -1.4464370814320797e-07 -1.5926996950285052e-08 -2.0262193705396689e-07 2.4733074468485941e-07 -1.7960500830950282e-07 2.8432249632277699e-07 -2.1385973153743321e-07 -2.3429266013952346e-07 5.4583928163408157e-07 -2.9441494981646041e-08 9.980779030424208e-08 -5.6559284814738927e-07 1.128715260466935e-09 2.6002314380884461e-07 7.7379887333250971e-07 -4.0113092371116405e-07 -3.8007284346845568e-07 -1.3600858202167387e-06 -4.9101753646141338e-07 5.4700803957530304e-07 5.9605240664950543e-08 4.8976375465519383e-07 1.0200489154499336e-06 -1.5642777631201152e-08 5.7427853456764362e-08 2.325454720328229e-09 4.3560754596166425e-07 -5.3210350343264999e-07 -2.7906693330893321e-07
leaf_weight=24 28 21 23 30 21 29 26 39 32 21 21 35 35 242 23 24 21 22 20 20 22 25 34 20 229 28 1910 22 22 52
leaf_count=24 28 21 23 30 21 29 26 39 32 21 21 35 35 242 23 24 21 22 20 20 22 25 34 20 229 28 1910 22 22 52
internal_value=0 1.10863e-07 2.16071e-07 -2.61554e-09 -6.28066e-10 -2.36494e-09 -6.33726e-10 -3.15118e-09 -4.75105e-09 -2.20677e-09 2.58199e-07 -6.05107e-09 -3.16279e-09 -7.04787e-08 4.21029e-09 1.69171e-07 -1.24797e-09 -8.54093e-08 2.21208e-09 -2.54494e-10 3.2719e-09 -1.85116e-07 -1.84671e-09 -6.46548e-08 -1.50483e-07 2.16153e-07 1.08506e-08 -7.15182e-09 -2.01966e-07 -6.43903e-08
internal_weight=0 72 51 3049 3019 2998 2969 2943 2919 2887 42 2845 2806 277 2529 81 2448 57 2427 2404 2359 45 2337 393 301 92 1944 72 50 281
internal_count=3121 72 51 3049 3019 2998 2969 2943 2919 2887 42 2845 2806 277 2529 81 2448 57 2427 2404 2359 45 2337 393 301 92 1944 72 50 281
is_linear=0
shrinkage=0.1


Tree=9317
num_leaves=31
num_cat=0
split_feature=12 130 10 16 1 12 45 11 1 1 1 376 3 16 13 49 156 13 448 1184 16 2 1 2 1 484 16 158 49 151
split_gain=8.95114e-11 1.40837e-10 9.69488e-11 1.30884e-09 1.65772e-09 1.62896e-10 1.28324e-10 9.48656e-10 1.71823e-10 5.6152e-10 3.247e-10 1.93039e-10 2.20049e-10 4.40901e-10 8.40634e-10 7.16231e-10 3.78942e-10 2.05862e-10 1.51582e-10 1.47456e-10 2.04532e-10 6.49032e-10 1.77167e-10 5.86386e-10 4.81808e-10 2.42136e-10 2.68584e-10 5.88755e-10 2.34472e-10 2.77141e-10
threshold=0.23631000000000002 -0.22461999999999996 -0.011239999999999998 -0.056919999999999991 0.10956 -0.090609999999999982 0.094030000000000016 -1.0000000180025095e-35 0.13686500000000004 0.13471500000000003 0.13968000000000003 0.092115000000000016 0.11658 1.0000000180025095e-35 -0.42195999999999995 -0.043469999999999995 0.3248100000000001 -0.17933499999999997 -0.087399999999999992 0.084515000000000021 0.62925500000000012 0.10981000000000002 0.10293500000000001 -1.0000000180025095e-35 0.10374500000000002 -0.079734999999999986 0.5136400000000001 0.093160000000000007 0.088340000000000016 -0.087699999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -4 9 11 -10 12 16 14 -14 -16 17 -9 -19 20 22 -22 23 -20 -24 -26 27 28 29 -27
right_child=-2 2 6 -5 5 -7 -8 8 10 -11 -12 -13 13 -15 15 -17 -18 18 19 -21 21 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=2.2884429827004001e-07 -1.9655509257300645e-07 -1.1110389875668149e-06 6.9154343464106204e-07 4.0182032646403816e-07 -2.3946410010466934e-07 1.100673258254877e-07 -1.8477158998880188e-07 -3.1890950850765877e-07 -4.328574045932608e-07 5.0818474697032145e-07 -1.9009485064153912e-08 -2.9406081086914458e-07 -4.5164435282385045e-07 4.283406984168576e-07 6.2973597050586249e-07 -6.7003073242785962e-08 -4.1607342521646475e-07 -2.5243060057317486e-07 4.7702543286976401e-07 -2.0789146546462691e-07 -1.3846797151424135e-07 5.4868518738523438e-07 -4.7914145157462303e-07 8.0907271258238592e-09 -3.6441238840723147e-07 3.5653724495432475e-07 -3.37625141355602e-07 4.5830628201721472e-07 -3.5554397953774247e-07 -3.7001916036792731e-08
leaf_weight=27 23 20 20 36 24 30 36 20 26 22 70 22 27 36 25 36 22 23 27 32 28 27 26 2156 20 20 22 28 20 170
leaf_count=27 23 20 20 36 24 30 36 20 26 22 70 22 27 36 25 36 22 23 27 32 28 27 26 2156 20 20 22 28 20 170
internal_value=0 1.45234e-09 -5.46876e-10 -9.27306e-08 -3.33323e-07 -4.528e-08 2.87771e-09 5.18724e-09 4.619e-10 4.95791e-09 -1.31093e-07 9.85544e-10 3.33311e-09 1.33525e-07 1.29192e-08 2.18546e-07 -2.77967e-09 6.92061e-10 3.15148e-09 5.43346e-09 8.1168e-09 1.98862e-07 3.90186e-09 1.38907e-08 -6.7358e-08 -2.9121e-08 -3.32938e-09 2.75719e-08 -2.98593e-08 4.42326e-09
internal_weight=0 3098 3071 110 74 54 2961 2925 2905 2809 96 2787 2765 124 88 61 2641 2619 2599 2576 2544 55 2489 2183 306 280 260 238 210 190
internal_count=3121 3098 3071 110 74 54 2961 2925 2905 2809 96 2787 2765 124 88 61 2641 2619 2599 2576 2544 55 2489 2183 306 280 260 238 210 190
is_linear=0
shrinkage=0.1


Tree=9318
num_leaves=31
num_cat=0
split_feature=130 40 11 16 13 11 3 3 1 1 1 1 1 2 1 1447 480 480 1456 1456 457 457 15 0 51 16 15 456 13 475
split_gain=1.04696e-10 1.77598e-10 1.05514e-10 1.85931e-10 3.82109e-10 3.3593e-10 5.02904e-10 2.49815e-10 1.19753e-10 2.64946e-09 2.46319e-09 2.05258e-09 1.08603e-09 5.28567e-10 4.97239e-10 2.96751e-10 3.62036e-10 2.89344e-10 3.21788e-10 5.56798e-10 2.59585e-10 2.74108e-10 3.23298e-10 5.90073e-10 6.95598e-10 1.66505e-09 5.01764e-10 2.32984e-10 1.10004e-09 4.62287e-10
threshold=-0.23647499999999996 -0.23202499999999995 0.08326500000000002 0.62925500000000012 0.097995000000000013 0.095165000000000013 -0.16726499999999997 -0.14847999999999997 0.092845000000000025 0.093400000000000025 0.09202500000000001 0.091535000000000019 0.094090000000000021 -0.0091949999999999983 0.094715000000000008 0.059120000000000013 0.11144000000000001 0.099385000000000015 -0.079429999999999987 -0.0077899999999999992 0.10613500000000002 0.092360000000000012 -0.015039999999999998 -0.072894999999999988 -1.0000000180025095e-35 -0.073849999999999985 -0.040439999999999997 0.087555000000000008 -0.086804999999999979 -0.084264999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 5 -5 6 -4 -7 10 -10 11 13 -11 -3 -14 16 27 18 -16 -20 21 22 26 24 -24 -26 -21 -15 -29 -30
right_child=1 2 3 4 -6 7 -8 -9 9 12 -12 -13 14 15 17 -17 -18 -19 19 20 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-2.2806907168160251e-07 2.4359323219869111e-07 5.1703721908324957e-07 5.965773343537725e-07 1.9430989855858832e-07 -4.1643638326149813e-07 -2.233404088766263e-07 2.6671946606882105e-08 2.1727062763881638e-07 -1.0954445781160995e-06 6.5551914204912505e-07 9.2293589561669596e-07 -9.4455178797310834e-07 -4.7546971089218464e-07 -6.8253235515133721e-09 -3.7652241940122625e-07 2.8899178232677515e-07 -3.2351141645189532e-07 3.4416156247309785e-07 5.0869924280050331e-07 -1.4664001183324094e-08 2.2453197546249217e-07 -3.727023335879191e-07 9.1816508174247247e-08 1.2125322399469951e-08 3.5651740404318846e-08 -1.2250483859009944e-06 4.2098147170171226e-07 7.5541970743316886e-07 -3.9749483014735651e-07 1.4390766088344327e-07
leaf_weight=20 30 20 30 21 20 31 32 22 23 24 29 23 24 1830 25 35 35 22 20 474 39 24 20 85 20 22 28 23 24 46
leaf_count=20 30 20 30 21 20 31 32 22 23 24 29 23 24 1830 25 35 35 22 20 474 39 24 20 85 20 22 28 23 24 46
internal_value=0 1.46405e-09 -9.01261e-10 7.92244e-08 -1.03615e-07 1.44411e-07 3.02433e-07 -4.04453e-08 -5.18929e-09 -3.67811e-08 7.81462e-09 -5.22001e-09 -7.33827e-09 5.51254e-09 -2.71497e-08 3.79328e-10 -4.77973e-09 -1.33375e-08 -2.37272e-08 -1.16782e-08 -2.62955e-08 -4.08308e-08 -2.85582e-08 -1.58987e-07 -3.93576e-07 -6.24715e-07 9.63495e-09 1.02142e-09 1.55425e-07 -4.17161e-08
internal_weight=0 3101 3071 156 41 115 62 53 2915 850 2065 2036 827 2013 803 1993 1958 779 757 732 712 673 649 147 62 42 502 1923 93 70
internal_count=3121 3101 3071 156 41 115 62 53 2915 850 2065 2036 827 2013 803 1993 1958 779 757 732 712 673 649 147 62 42 502 1923 93 70
is_linear=0
shrinkage=0.1


Tree=9319
num_leaves=31
num_cat=0
split_feature=483 483 482 482 1456 16 1456 1455 1455 50 158 1 483 1 121 12 1447 12 1447 403 16 1209 9 10 4 3 11 483 3 15
split_gain=9.41511e-11 2.1746e-10 1.32363e-10 1.51127e-10 1.32679e-10 4.19198e-10 1.9926e-10 2.25802e-10 2.03323e-10 1.71309e-10 2.35802e-10 2.9797e-10 1.56919e-10 4.23093e-10 3.99445e-10 2.93352e-10 1.56739e-10 1.09981e-09 8.38974e-10 4.04945e-10 3.12013e-10 2.06203e-10 1.46746e-10 2.58827e-10 2.57652e-10 2.49122e-10 1.89912e-10 1.35257e-10 2.96673e-10 3.55296e-10
threshold=0.13622000000000004 0.12325000000000001 0.11524000000000002 0.10932500000000002 -0.15824499999999997 -0.022939999999999999 -0.089834999999999984 -0.088874999999999982 -0.065979999999999983 -0.46943999999999991 0.11533 0.07863500000000001 0.10143000000000001 0.16540500000000002 -0.094339999999999993 0.089735000000000023 -0.085709999999999995 0.083985000000000018 -0.086849999999999997 -0.55276999999999987 -0.037154999999999994 -0.13441499999999998 0.092410000000000006 0.053330000000000009 0.50822500000000004 -0.014944999999999998 -1.0000000180025095e-35 0.08956500000000002 -0.079379999999999992 -0.093244999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8 -9 -10 12 -12 13 14 -11 -14 17 -16 20 -18 -19 -21 23 26 -25 -24 -23 -28 29 -29
right_child=-2 -3 -4 -5 6 -7 7 8 9 10 11 -13 15 -15 16 -17 19 18 -20 21 -22 22 25 24 -26 -27 27 28 -30 -31
leaf_value=-7.5370857579380096e-08 1.8253861305035054e-07 -2.953981091877722e-07 2.1716004306528349e-07 -2.7524427665071016e-07 -2.3951856551970453e-07 4.8076766195554625e-07 2.8835903578354832e-07 -2.8612411756512305e-07 -2.6033506662770378e-07 -4.0837165566169162e-07 1.1590409823494722e-08 4.5333286408868812e-07 2.6025440727226527e-08 4.1106027947535043e-07 6.9691368139501723e-07 -4.5143780353514144e-07 -3.7479557649617325e-07 3.7374488725929585e-07 -6.2315807486612589e-07 3.2083036671792797e-07 -1.2747220956083291e-07 3.062167010625672e-07 -2.864312810183597e-08 -5.1091104040779107e-07 -3.3164079127345761e-09 4.4080022519210617e-07 1.3918717997205555e-09 -5.5299486496096507e-07 7.7874197508265309e-08 -1.4331573794379439e-08
leaf_weight=33 28 25 28 20 35 23 27 25 25 24 37 26 31 25 25 22 29 27 20 20 23 20 26 20 20 20 2348 25 40 24
leaf_count=33 28 25 28 20 35 23 27 25 25 24 37 26 31 25 25 22 29 27 20 20 23 20 26 20 20 20 2348 25 40 24
internal_value=0 -1.66177e-09 7.31783e-10 -1.26163e-09 5.5282e-10 1.53043e-07 -2.32824e-09 5.06059e-10 -2.1721e-09 2.95327e-10 2.57996e-09 1.93897e-07 -1.74165e-09 1.55971e-09 -2.21657e-09 -1.72167e-07 1.41116e-09 1.27568e-07 -7.57701e-08 -3.21263e-09 1.43185e-07 9.91779e-10 -1.52366e-09 -4.78413e-09 -2.57114e-07 1.75463e-07 -6.76196e-10 -3.19481e-09 -1.24201e-07 -2.8916e-07
internal_weight=0 3093 3068 3040 3020 56 2964 2929 2902 2877 2852 63 2789 2736 2711 53 2687 95 70 2592 50 2563 2543 2497 40 46 2457 2437 89 49
internal_count=3121 3093 3068 3040 3020 56 2964 2929 2902 2877 2852 63 2789 2736 2711 53 2687 95 70 2592 50 2563 2543 2497 40 46 2457 2437 89 49
is_linear=0
shrinkage=0.1


Tree=9320
num_leaves=31
num_cat=0
split_feature=1445 46 46 1426 1426 1428 159 482 159 52 1453 160 4 52 131 160 13 1447 0 12 484 1212 1447 474 475 2 0 12 43 1453
split_gain=9.88794e-11 8.97383e-11 1.22282e-10 1.43874e-10 1.53123e-10 1.07448e-10 1.05749e-10 1.24912e-10 1.79603e-10 1.78959e-10 1.22549e-10 1.28047e-10 1.38566e-09 1.52452e-10 1.93477e-09 1.78172e-09 9.81048e-10 3.97874e-10 8.7439e-10 2.86343e-10 2.48605e-10 1.30363e-09 7.43909e-10 4.06795e-10 8.49e-10 3.24675e-10 5.63053e-10 4.42127e-10 2.84079e-10 2.80839e-10
threshold=0.077530000000000016 0.10987500000000001 0.083550000000000013 -0.094284999999999994 -0.061919999999999996 0.092095000000000024 -0.47354999999999997 0.11839000000000001 -0.46267499999999995 0.55608500000000005 0.087805000000000008 -0.54913999999999985 -0.081609999999999988 0.26746000000000009 0.08956500000000002 -0.53379499999999991 -0.078704999999999983 -0.086359999999999978 -0.087519999999999987 0.094835000000000017 -0.081614999999999979 0.037395000000000005 -0.084334999999999979 0.088010000000000019 -0.084374999999999992 0.098035000000000011 -0.090809999999999988 0.085700000000000012 -0.077944999999999987 -0.0067199999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 -8 10 11 12 -10 17 15 -15 -17 18 -13 -18 21 23 -22 24 -19 26 -26 -28 -29 -24
right_child=-2 -3 -4 4 5 -7 7 -9 9 -11 -12 13 -14 14 -16 16 19 20 -20 -21 22 -23 29 -25 25 -27 27 28 -30 -31
leaf_value=2.5707970766316895e-07 -1.806895578700581e-07 2.1287467689035113e-07 -2.0766158083266159e-07 -2.2437707514200156e-07 1.687350748926366e-07 1.878820832475427e-07 2.4842838272355758e-07 -1.9484503907692259e-07 -3.9070490297869286e-07 -2.6285180801175141e-07 2.0887551173132126e-07 -2.8468886476299592e-08 6.6300665071576786e-07 9.0969556239207085e-07 -8.6311446546953143e-07 -6.3011249879379579e-07 3.7465979190187683e-07 -6.8274355740527432e-07 7.755702870868153e-07 -8.5425015076027428e-08 5.9698776025486822e-07 -8.0252354142847564e-07 3.1392701862793209e-07 4.0614838496821904e-07 -2.4247600039723911e-07 -2.3789211634441299e-07 6.0228432140855652e-07 -1.0373740053637449e-07 3.6306195635337317e-07 -4.6916725388673572e-09
leaf_weight=22 30 20 28 30 37 31 29 33 24 26 28 38 26 21 27 26 24 20 21 31 21 24 28 20 34 39 24 32 22 2305
leaf_count=22 30 20 28 30 37 31 29 33 24 26 28 38 26 21 27 26 24 20 21 31 21 24 28 20 34 39 24 32 22 2305
internal_value=0 1.73765e-09 3.62607e-10 2.27673e-09 4.21164e-10 2.67591e-09 7.36252e-10 -1.39032e-09 8.18683e-10 -1.69117e-09 7.03957e-10 -1.37257e-09 1.57225e-07 -4.24884e-09 -1.10386e-07 8.88661e-08 -1.23942e-07 9.61072e-10 2.57715e-07 1.15339e-07 -4.93556e-09 -1.07869e-07 4.46576e-09 -2.05827e-08 -7.04927e-08 1.06001e-08 9.71286e-08 2.45161e-07 8.64401e-08 -8.67702e-10
internal_weight=0 3091 3071 3043 3021 2991 2960 2923 2890 2861 2835 2807 50 2757 129 102 81 2628 59 55 2569 215 2354 191 171 151 112 78 54 2333
internal_count=3121 3091 3071 3043 3021 2991 2960 2923 2890 2861 2835 2807 50 2757 129 102 81 2628 59 55 2569 215 2354 191 171 151 112 78 54 2333
is_linear=0
shrinkage=0.1


Tree=9321
num_leaves=31
num_cat=0
split_feature=1211 50 4 4 3 1200 1203 401 1213 42 1213 403 402 1210 1209 403 1210 403 1210 403 1213 403 403 0 12 42 1203 0 0 0
split_gain=8.8519e-11 4.08639e-10 3.12023e-10 6.67655e-10 4.75443e-10 1.20822e-10 1.62828e-10 1.06834e-10 1.53443e-10 7.26802e-10 6.14409e-10 1.46782e-10 1.84674e-10 6.1767e-10 1.32782e-10 2.46719e-10 1.27795e-09 1.50525e-10 4.76897e-10 3.19862e-10 8.01975e-10 3.19366e-10 2.29925e-10 1.69502e-10 3.93287e-10 3.08349e-10 1.33431e-10 1.30654e-10 1.08331e-09 8.85538e-10
threshold=0.09030500000000001 0.096900000000000014 -0.079329999999999984 -0.076779999999999987 -0.082974999999999979 0.089190000000000005 0.089745000000000019 0.13837000000000002 0.10675500000000002 0.089015000000000025 0.15253500000000003 -0.55276999999999987 0.22872000000000001 -0.13847499999999999 -0.087199999999999986 -0.52800499999999995 -0.0074649999999999985 -0.090774999999999981 -0.036169999999999994 -0.085729999999999987 -0.081109999999999988 -0.084339999999999984 -0.083259999999999987 -0.069954999999999976 0.096990000000000007 0.079510000000000011 0.083975000000000008 -0.10151999999999999 -0.099059999999999995 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 6 7 8 11 10 -10 -1 13 -13 -15 16 -16 18 -17 20 -19 -21 -23 24 25 -20 -22 29 -29 -24
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 -12 12 -14 14 15 17 -18 19 23 21 26 22 27 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.2483369292558563e-07 -9.8796086031480047e-08 4.2710648286898774e-07 -5.6859834624371317e-07 1.2458937294640596e-07 5.3562576833125308e-07 1.9284865851615553e-07 -2.1697913936691294e-07 -2.3332805522358059e-07 -4.9162302133254339e-07 6.1588539572519294e-07 2.9221921238331561e-07 5.5344365478049441e-07 -3.0524720131097636e-07 1.9823346093517104e-07 -7.9709953692098567e-07 5.1112836830646346e-07 2.2137777477837517e-07 -7.5451423150241229e-07 -4.6216700062624104e-08 2.9675128489868391e-07 1.7623192335399243e-07 -3.2930905220496247e-07 -1.1913720010064077e-08 2.2460375084916229e-07 -3.1993730009857885e-07 3.5462454671833906e-07 -1.7693809702734598e-07 -6.4616389294698182e-07 -8.0215783873298382e-09 3.5752100848185369e-07
leaf_weight=30 27 27 24 33 21 31 36 20 20 22 20 20 20 32 22 23 28 20 61 35 23 22 481 33 34 28 20 27 1806 75
leaf_count=30 27 27 24 33 21 31 36 20 20 22 20 20 20 32 22 23 28 20 61 35 23 22 481 33 34 28 20 27 1806 75
internal_value=0 8.01334e-08 -9.08823e-09 -1.67279e-07 1.78763e-07 -3.54536e-09 -5.60358e-09 -2.99936e-09 -1.41198e-09 1.54216e-07 -9.97019e-08 -4.8095e-09 -2.46049e-09 -2.89974e-10 -4.28805e-09 -6.65499e-09 -2.26752e-07 -2.56092e-09 8.60351e-08 -8.88164e-09 -2.31361e-07 -3.1514e-09 -7.50503e-09 2.33611e-08 -3.06309e-08 7.98907e-08 1.19668e-08 -4.54157e-09 -1.74214e-08 3.79201e-08
internal_weight=0 132 105 57 48 2989 2958 2922 2902 62 40 2840 2810 2790 2770 2738 50 2688 179 2509 63 2446 2411 156 123 89 43 2389 1833 556
internal_count=3121 132 105 57 48 2989 2958 2922 2902 62 40 2840 2810 2790 2770 2738 50 2688 179 2509 63 2446 2411 156 123 89 43 2389 1833 556
is_linear=0
shrinkage=0.1


Tree=9322
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 1212 2 403 403 403 1210 12 12 482 1455 1454 1456 1456 51 4 4 482 4 156 51 4 11 3 1 15
split_gain=1.04439e-10 2.655e-09 1.61367e-09 4.48769e-10 1.35904e-10 4.1345e-10 3.47792e-10 1.25161e-10 2.12749e-10 1.64177e-10 1.87093e-10 1.72999e-10 7.063e-10 5.42618e-10 4.09669e-10 6.92836e-10 5.26313e-10 6.93804e-10 4.51368e-10 9.75192e-10 5.71999e-10 4.46816e-10 6.36679e-10 5.00176e-10 1.02205e-09 3.675e-10 2.9733e-10 1.21867e-09 7.08177e-10 6.48089e-10
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.077669999999999989 0.087440000000000004 0.08542000000000001 -0.55327499999999985 -0.54856499999999986 -0.53960999999999981 -0.3960249999999999 0.089505000000000015 0.089735000000000023 -0.23722499999999996 0.11192500000000001 0.088250000000000009 -0.079429999999999987 -0.049894999999999995 0.092790000000000011 -0.074729999999999977 -0.50427999999999995 0.098465000000000011 0.50194500000000009 -0.065739999999999979 0.020580000000000005 -0.010655 0.088065000000000018 -0.13309499999999996 0.10708500000000001 -0.11713499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 -4 -6 -9 -10 -11 13 -13 -12 15 16 -14 -18 20 -20 -19 22 23 -22 26 -21 27 -25 -28 -29
right_child=2 -3 4 -5 7 -7 -8 8 9 10 11 12 14 -15 -16 -17 17 18 19 25 21 -23 -24 24 -26 -27 28 29 -30 -31
leaf_value=3.6621661089409911e-09 -8.582091704118449e-07 1.1357276076209712e-06 5.5409160449926277e-07 -4.9593397022817953e-07 1.9776191117392545e-07 -2.4216129931785091e-07 4.5127102594208201e-08 -2.9469305883367273e-07 2.8381604344929206e-07 -2.8774885500435787e-07 -5.0340197256683379e-07 5.1760313873462022e-07 -3.4109003690784262e-07 -1.4335685273393349e-08 3.8083685770592032e-07 -5.4914475195808816e-07 6.1654466890104239e-07 -4.500781411057428e-07 6.3720698825085892e-07 -2.1451542043512233e-07 4.2909332320404147e-07 -4.2350241741310727e-07 5.4189812366846879e-07 5.8799682958548353e-07 -6.9650619788522561e-07 2.252813499724557e-07 -6.3053438848130652e-07 -4.3448020023512956e-07 1.1834696656316219e-07 2.2369637907805908e-08
leaf_weight=178 22 21 25 20 31 21 29 25 20 23 23 29 39 1662 30 22 20 28 36 38 27 23 23 37 21 38 23 33 28 526
leaf_count=178 22 21 25 20 31 21 29 25 20 23 23 29 39 1662 30 22 20 28 36 38 27 23 23 37 21 38 23 33 28 526
internal_value=0 6.65912e-08 -5.02437e-09 -4.68021e-08 1.49301e-09 1.34341e-07 2.80759e-07 -2.05908e-09 -4.29212e-09 -1.65115e-09 -3.74325e-09 -1.32931e-09 3.11528e-08 -2.10114e-08 1.6932e-08 5.58362e-09 1.85666e-08 3.41345e-08 2.09129e-08 2.08469e-07 -6.40352e-09 1.03615e-08 2.42597e-08 7.12918e-09 -9.92626e-09 5.38296e-09 1.23584e-08 3.21887e-08 -2.19384e-07 -4.60003e-09
internal_weight=0 219 2902 198 2880 75 54 2805 2774 2749 2729 2706 1021 1685 992 962 940 901 881 112 769 741 718 695 668 76 647 596 51 559
internal_count=3121 219 2902 198 2880 75 54 2805 2774 2749 2729 2706 1021 1685 992 962 940 901 881 112 769 741 718 695 668 76 647 596 51 559
is_linear=0
shrinkage=0.1


Tree=9323
num_leaves=31
num_cat=0
split_feature=483 483 482 482 484 15 13 156 482 4 158 1456 1456 13 1455 1366 453 448 0 132 50 132 1203 47 33 0 4 0 366 50
split_gain=9.42108e-11 1.4123e-10 1.26794e-10 1.26236e-10 5.08687e-10 7.86412e-10 7.01088e-10 9.1744e-10 4.93482e-10 2.6025e-10 1.3368e-10 1.44551e-10 3.64089e-10 3.29878e-10 1.98331e-10 1.30523e-10 2.44448e-10 1.56284e-10 2.57339e-10 1.41443e-10 2.55662e-09 1.58171e-09 2.47678e-10 1.53253e-10 9.28647e-10 9.12974e-10 2.1184e-09 5.83128e-10 2.34269e-10 2.43502e-10
threshold=0.13622000000000004 0.12325000000000001 0.11524000000000002 0.089745000000000005 0.090535000000000018 -0.096999999999999989 -0.082904999999999993 0.09148000000000002 0.087870000000000018 0.62931500000000018 -0.41218499999999997 -0.15824499999999997 -0.089834999999999984 -0.083894999999999983 -0.088874999999999982 -0.082814999999999986 0.085895000000000013 0.030280000000000001 -0.26343999999999995 -0.083284999999999984 0.092705000000000023 -0.069704999999999989 0.089165000000000008 0.094160000000000008 -1.0000000180025095e-35 -0.10151999999999999 0.19806500000000002 -0.091354999999999978 0.090115000000000015 -0.099524999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 6 -6 -5 -8 9 10 -1 13 -13 -12 -14 16 -16 18 -17 20 22 -21 -20 24 -23 26 -25 -27 29 -26
right_child=-2 -3 -4 4 5 -7 7 -9 -10 -11 11 12 14 -15 15 17 -18 -19 19 21 -22 23 -24 25 28 27 -28 -29 -30 -31
leaf_value=-1.7802146410664448e-07 1.8260621388321853e-07 -2.3837039705654209e-07 2.1210260021981803e-07 -4.136138819549593e-07 -8.3377674613416281e-07 4.2401315373094152e-08 7.4780906238267817e-07 -1.5546571578694136e-07 4.740515105471456e-07 -3.4398703211929223e-07 4.5129480785432032e-07 -3.579901285125483e-07 2.9064758135059301e-07 -5.9820505019355809e-08 -6.5964669602180947e-08 3.2106608068716016e-07 4.2845222191445488e-07 -2.3575433110473959e-07 2.0435006244782621e-09 -8.9355613397401612e-07 1.1522660159357656e-06 -5.7086422641277593e-07 -3.7108179085976189e-07 1.2520938841475983e-06 1.8020291166772347e-07 -4.3562620120493171e-07 1.6629773283295349e-09 4.4654969689207295e-08 -3.4188648726285467e-07 -4.3981579693148226e-09
leaf_weight=41 28 25 28 21 20 21 22 23 22 22 23 28 24 28 20 25 20 28 161 20 20 29 20 20 74 31 42 137 20 2078
leaf_count=41 28 25 28 21 20 21 22 23 22 22 23 28 24 28 20 25 20 28 161 20 20 29 20 20 74 31 42 137 20 2078
internal_value=0 -1.65257e-09 2.76357e-10 -1.67467e-09 -1.08364e-07 -3.85003e-07 6.34878e-08 2.86135e-07 2.21749e-09 -1.34841e-09 1.26081e-09 3.84177e-09 7.99627e-10 1.70682e-07 4.42769e-09 1.92522e-09 1.81244e-07 -7.26437e-10 1.73183e-09 -1.27849e-09 7.93666e-08 -7.89197e-09 -3.91858e-08 -6.05556e-10 -8.72201e-09 7.70654e-08 4.05028e-07 -4.39683e-08 -1.21643e-09 1.94965e-09
internal_weight=0 3093 3068 3040 107 41 66 45 2933 2911 2889 2848 2797 51 2769 2745 40 2705 2677 2652 201 2451 181 2431 2201 230 62 168 2172 2152
internal_count=3121 3093 3068 3040 107 41 66 45 2933 2911 2889 2848 2797 51 2769 2745 40 2705 2677 2652 201 2451 181 2431 2201 230 62 168 2172 2152
is_linear=0
shrinkage=0.1


Tree=9324
num_leaves=31
num_cat=0
split_feature=1182 393 129 13 129 160 3 15 15 15 133 3 15 2 15 480 1212 1212 15 160 3 3 4 1212 2 481 403 12 403 403
split_gain=8.98399e-11 2.31e-10 1.23063e-10 3.05876e-10 2.53905e-10 1.45816e-10 1.43911e-10 1.4271e-10 3.03901e-10 1.96268e-10 2.56076e-10 2.3326e-10 1.57533e-10 3.81606e-10 1.97473e-10 1.89845e-10 1.77433e-10 2.79264e-10 6.86311e-10 3.24319e-10 2.3183e-10 5.52249e-10 6.72494e-10 3.3231e-10 2.38226e-10 1.53531e-10 7.29375e-10 6.70485e-10 1.71277e-10 4.03823e-10
threshold=0.086460000000000009 -1.0000000180025095e-35 0.10532000000000001 -0.0087749999999999981 0.102035 0.62940000000000007 -0.072199999999999986 0.12044500000000001 0.11773500000000002 0.12961500000000001 0.10397500000000001 -0.072624999999999981 0.11461000000000002 0.092120000000000021 0.11171000000000002 -0.087719999999999979 0.091315000000000021 0.087615000000000012 0.088495000000000018 -0.57146499999999989 -0.076514999999999986 -0.080484999999999987 -0.079764999999999989 0.11006000000000002 0.084885000000000002 -0.087424999999999989 -0.55327499999999985 0.083985000000000018 -0.54856499999999986 -0.5335399999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 -5 8 12 -9 11 -11 14 -14 15 -3 17 19 -19 -17 21 22 23 24 -18 27 -27 -21 -28 -30
right_child=-2 2 3 6 -6 -7 -8 9 -10 10 -12 -13 13 -15 -16 16 20 18 -20 25 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=2.8255295107775398e-07 -1.7518565285932898e-07 -2.5449866976440059e-07 -4.0310385210991973e-07 2.2715778385418165e-07 3.4043513711491292e-07 -2.6964611606672404e-07 -1.5219831482227166e-07 3.3957587604049881e-07 -3.2533691923759012e-07 -3.299057579754715e-07 3.5543873309507036e-07 6.3905736303609654e-08 5.0595395926222866e-07 -1.1178886268226051e-07 -2.5796711492868479e-07 3.9215130928347388e-07 4.2333984850984052e-07 9.0944263210810908e-08 -6.8823544182805566e-07 -5.1787889664264447e-07 3.9159731806866679e-07 -2.6302344862800123e-07 6.2924798152153018e-07 -2.6730122817752998e-07 -3.2231941945089675e-08 5.1826449960243635e-07 -2.6478392078388426e-07 1.5218497138036471e-07 3.5117021179864594e-07 -6.4948122988423948e-09
leaf_weight=29 29 29 26 20 22 20 20 28 29 21 20 53 20 20 30 21 22 26 20 28 24 39 25 25 24 27 25 32 32 2335
leaf_count=29 29 29 26 20 22 20 20 28 29 21 20 53 20 20 30 21 22 26 20 28 24 39 25 25 24 27 25 32 32 2335
internal_value=0 1.64717e-09 -1.0124e-09 -1.36083e-07 1.96214e-09 -5.40857e-10 3.74797e-08 1.2805e-09 -3.27992e-09 1.07179e-07 3.79549e-08 -4.78516e-08 5.0913e-11 1.97083e-07 -2.80049e-09 -5.59028e-13 2.72789e-09 -3.67245e-09 -2.4783e-07 8.20036e-10 1.05214e-07 5.43012e-08 1.83214e-07 2.61603e-08 1.8565e-07 -2.49499e-09 1.42439e-09 -1.60512e-07 -4.40951e-09 -1.65946e-09
internal_weight=0 3092 3063 66 2997 2975 40 2955 2833 122 94 74 2804 40 2764 2734 2705 2546 46 2500 159 135 96 71 46 2479 2419 60 2392 2367
internal_count=3121 3092 3063 66 2997 2975 40 2955 2833 122 94 74 2804 40 2764 2734 2705 2546 46 2500 159 135 96 71 46 2479 2419 60 2392 2367
is_linear=0
shrinkage=0.1


Tree=9325
num_leaves=31
num_cat=0
split_feature=11 157 12 1 157 11 156 155 156 157 157 157 157 1373 150 1374 13 156 1445 157 157 1429 150 147 448 1 1429 0 159 16
split_gain=8.66428e-11 5.99359e-10 4.50519e-10 6.39831e-10 3.22118e-10 1.76664e-10 1.53431e-10 1.89905e-10 1.49095e-10 1.64193e-10 2.08531e-10 3.93307e-10 3.03709e-10 2.74339e-10 1.35281e-09 3.11506e-10 2.47783e-10 1.69368e-10 1.38485e-10 3.85394e-10 3.52589e-10 6.7736e-10 1.9441e-10 3.44618e-10 3.81755e-10 3.34679e-10 1.79012e-10 4.65304e-10 1.51744e-10 1.74867e-10
threshold=0.088215000000000002 -0.051074999999999988 0.099400000000000002 0.10727500000000002 -0.49695999999999996 0.08740500000000001 -0.14064999999999997 0.11854500000000001 0.11850000000000001 -0.096984999999999974 -0.090294999999999986 -0.087624999999999981 -0.086284999999999987 1.0000000180025095e-35 0.090480000000000019 -0.096434999999999979 -0.033284999999999988 0.086860000000000007 0.077530000000000016 -0.083699999999999983 -0.081364999999999979 0.084105000000000027 0.12068000000000002 0.094075000000000006 -0.051794999999999994 0.10937500000000001 -0.0079199999999999982 -0.080499999999999988 -0.47354999999999997 0.061255000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 -6 8 9 17 -11 -12 -13 15 16 -14 -15 -8 19 -17 21 -21 23 26 -25 -24 27 -22 -28 -30
right_child=1 2 3 -5 5 -7 7 -9 -10 10 11 12 13 14 -16 18 -18 -19 -20 20 22 -23 25 24 -26 -27 28 -29 29 -31
leaf_value=-3.4081143646907161e-07 5.414183868384973e-07 -3.3898497215267114e-07 5.2857186526959292e-07 -1.458032643848342e-07 -2.5386062840008587e-07 2.9616477434046831e-07 4.6777379440452753e-08 2.2211355578642605e-07 -2.1755573946791175e-07 -2.8077016233291269e-07 4.403432978250521e-07 -2.9741673496833498e-07 -3.2640912198900198e-07 1.0076748089861965e-07 8.2039245710249191e-07 3.4476808306038722e-07 -3.7433587708944417e-07 3.8951699401596198e-07 -2.4144539410760522e-07 -6.6684200379170213e-07 -1.0383966630146148e-07 6.556405841097655e-08 4.727372749644217e-07 7.4250024118511997e-09 -6.0303877237544155e-07 -7.9425618894544776e-08 2.2948047525720282e-07 5.0676670468874365e-07 7.1827907102121956e-09 -6.7302667207513874e-08
leaf_weight=28 23 31 24 34 24 20 46 38 32 27 20 35 30 23 23 32 21 21 24 23 26 28 23 21 20 21 28 24 1976 375
leaf_count=28 23 31 24 34 24 20 46 38 32 27 20 35 30 23 23 32 21 21 24 23 26 28 23 21 20 21 28 24 1976 375
internal_value=0 8.63616e-08 -3.12373e-08 1.33249e-07 -3.21465e-09 -4.36671e-11 -2.0444e-09 1.33428e-11 -2.89794e-09 -5.02038e-10 -4.20391e-09 -1.51106e-09 -4.72104e-09 -9.51967e-10 1.9889e-07 -6.00267e-09 -1.25986e-07 1.54203e-07 -2.33529e-09 -1.25571e-10 -4.42834e-09 -2.64737e-07 8.52381e-10 -2.85916e-09 -2.90362e-07 2.09205e-07 1.99371e-09 1.89251e-07 -1.94193e-09 -4.69813e-09
internal_weight=0 112 89 58 3009 2981 2961 2937 2899 2867 2800 2773 2753 2718 67 2651 44 67 2621 2597 2565 51 2514 2470 41 44 2429 50 2379 2351
internal_count=3121 112 89 58 3009 2981 2961 2937 2899 2867 2800 2773 2753 2718 67 2651 44 67 2621 2597 2565 51 2514 2470 41 44 2429 50 2379 2351
is_linear=0
shrinkage=0.1


Tree=9326
num_leaves=31
num_cat=0
split_feature=1211 1203 1213 1 1212 402 1210 2 401 1204 1203 399 12 1185 130 49 130 130 43 129 129 129 1182 448 1348 0 1 1447 1 160
split_gain=8.66094e-11 3.74765e-10 3.05081e-10 4.80519e-10 2.43386e-10 9.29198e-11 2.46271e-10 2.41805e-10 1.13292e-10 1.09724e-10 2.24167e-10 1.14484e-10 4.88682e-10 1.26141e-10 1.16015e-10 2.56172e-10 2.36103e-10 2.64487e-10 2.52463e-10 1.45762e-10 2.516e-10 1.70599e-10 1.48662e-10 1.31868e-10 2.05441e-10 1.30744e-10 1.38082e-10 6.83149e-10 6.61495e-10 4.82822e-10
threshold=0.09030500000000001 0.089480000000000018 -0.020279999999999996 0.08776500000000001 0.10083000000000002 -0.45454999999999995 0.26755500000000004 0.087995000000000004 -0.099524999999999988 0.058775000000000008 -0.090334999999999985 0.091895000000000018 0.093965000000000007 -0.087384999999999977 0.10923000000000001 0.097360000000000016 0.10034000000000003 0.097445000000000018 -0.097804999999999989 0.11234000000000001 0.10532000000000001 0.102035 0.086460000000000009 0.030280000000000001 0.093335000000000015 0.22582000000000002 0.085110000000000005 0.022105000000000003 0.085760000000000017 -0.52439499999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 7 8 -1 -7 10 -10 13 -13 -12 16 -16 17 19 -18 20 21 22 23 24 25 26 -15 28 -28 -30
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 11 12 -14 14 15 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-8.4582737420129728e-08 2.6646991351242378e-07 4.6665969702666013e-07 3.3773947539624975e-07 -4.5165136347472636e-07 -1.0038824740377095e-07 -2.0704786383821223e-07 -3.46830118419781e-07 3.9584804305548006e-07 3.2589302421115465e-07 -2.346718468970721e-07 2.2910253060596613e-07 -4.1047877247486276e-07 1.7739383497865465e-07 2.6000532254966964e-08 -2.9030986781482426e-07 1.4290144436234273e-07 -1.998892727783641e-08 -3.3944631811862016e-07 4.7091568921525158e-07 2.7007411944168781e-07 -3.3767530463922993e-07 2.8579715383275904e-07 -2.6536429813751015e-07 -2.2675845275443864e-07 3.015485152710208e-07 -2.4715612028103352e-07 -5.4226342249347437e-07 -6.0060220377522463e-07 3.9526925121435852e-07 -1.1209380453798848e-08
leaf_weight=22 32 21 21 26 32 27 21 20 21 20 24 31 26 1299 39 21 20 23 22 20 22 21 21 25 23 21 23 20 30 1127
leaf_count=22 32 21 21 26 32 27 21 20 21 20 24 31 26 1299 39 21 20 23 22 20 22 21 21 25 23 21 23 20 30 1127
internal_value=0 7.92732e-08 5.98385e-09 -9.95295e-08 7.32095e-08 -3.49805e-09 -5.60292e-09 1.44194e-07 -3.15392e-09 -1.25495e-09 3.66566e-10 -2.02534e-09 -1.42326e-07 8.29773e-10 -1.14306e-09 -1.38686e-07 1.89433e-09 -1.79943e-09 2.37152e-07 1.12888e-09 -9.14778e-10 1.92382e-09 -3.78749e-10 1.78819e-09 4.03501e-09 1.31961e-09 3.40764e-09 -2.10492e-08 -1.12262e-08 -6.69744e-10
internal_weight=0 132 111 79 53 2989 2947 42 2926 2899 2879 2858 57 2801 2777 60 2717 2675 42 2652 2632 2610 2589 2568 2543 2520 2499 1200 1180 1157
internal_count=3121 132 111 79 53 2989 2947 42 2926 2899 2879 2858 57 2801 2777 60 2717 2675 42 2652 2632 2610 2589 2568 2543 2520 2499 1200 1180 1157
is_linear=0
shrinkage=0.1


Tree=9327
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 16 49 1213 160 16 1213 403 13 0 4 12 12 402 13 1210 1209 401 401 394 390 0 16 1212 1212 402 401
split_gain=8.35989e-11 4.31534e-10 2.17998e-10 1.12929e-10 2.06229e-10 1.54284e-10 9.47422e-11 1.28392e-09 6.06534e-10 3.81387e-10 2.7085e-10 9.93226e-10 5.02634e-10 6.56559e-10 3.29401e-10 2.94555e-10 1.7731e-10 4.17812e-10 2.01456e-10 1.35327e-10 1.7654e-10 3.16794e-10 3.28962e-10 3.86265e-10 3.0374e-10 2.61354e-10 2.12604e-10 1.12264e-09 3.81343e-10 2.07284e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.11242999999999999 -0.095094999999999985 0.097180000000000016 0.04198000000000001 -0.025879999999999997 -0.010264999999999998 1.0000000180025095e-35 -0.036149999999999995 -0.087074999999999986 -0.082844999999999988 -0.080924999999999983 0.092255000000000018 0.090020000000000017 -0.45454999999999995 -0.066634999999999986 0.26755500000000004 -0.092099999999999987 0.11655000000000001 0.10632500000000002 -0.10499499999999999 0.087590000000000015 -0.077999999999999986 -0.087484999999999993 -0.092474999999999988 -0.064959999999999976 0.079755000000000006 0.084575000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 9 -8 10 16 11 -9 13 -13 -12 -14 17 -3 19 -18 21 22 -21 26 -22 -23 28 -28 -24 -29
right_child=1 6 -4 4 5 -7 7 8 -10 -11 14 12 15 -15 -16 -17 18 -19 -20 20 24 25 23 -25 -26 -27 27 29 -30 -31
leaf_value=2.0283511997121199e-07 4.5619410847003953e-07 5.0416768218042305e-07 -3.2545387535231353e-07 -3.1390651190577048e-07 -4.4599546034601723e-08 2.4768186208456473e-07 7.3842842240878781e-07 -6.3784433786457326e-07 -4.9418511286110816e-07 -4.1847709714462868e-07 -1.0058174179253651e-08 7.2550470112337679e-07 -3.7885742636815808e-07 -5.7910834527774571e-08 5.5700244729450786e-07 9.9584260367684645e-08 2.099852908562146e-07 -1.273543859880988e-07 -3.1215070039468718e-07 -3.2831455555075931e-07 -4.6616901556717498e-07 5.3469666895011879e-07 5.329291037980966e-07 3.9870403973907291e-07 4.8245576778072069e-08 2.3468536767268233e-08 -6.6181081494348227e-07 -6.5500468827269195e-09 -8.4600927152678196e-08 1.6028159265971085e-07
leaf_weight=20 21 22 27 25 129 21 25 22 24 22 21 23 22 20 20 31 30 20 21 31 22 20 20 24 24 20 26 2271 20 77
leaf_count=20 21 22 27 25 129 21 25 22 24 22 21 23 22 20 20 31 30 20 21 31 22 20 20 24 24 20 26 2271 20 77
internal_value=0 4.52652e-09 -5.91452e-08 -2.22717e-08 -4.79982e-08 -3.68015e-09 1.23082e-09 6.62363e-08 -2.55932e-08 -3.83328e-09 4.51377e-08 -3.17961e-08 1.0709e-07 3.61125e-07 2.66557e-07 -9.90142e-08 -3.88358e-10 2.03443e-07 -3.67344e-09 -1.16743e-09 -3.64672e-09 -8.75017e-11 -4.61031e-09 -4.94296e-10 -1.97779e-07 2.79083e-07 -4.46313e-09 -8.31531e-09 2.24164e-07 -1.07899e-09
internal_weight=0 2899 222 195 175 150 2878 208 183 2670 159 118 96 43 41 53 2648 42 2606 2585 2555 2509 2469 2438 46 40 2414 2374 40 2348
internal_count=3121 2899 222 195 175 150 2878 208 183 2670 159 118 96 43 41 53 2648 42 2606 2585 2555 2509 2469 2438 46 40 2414 2374 40 2348
is_linear=0
shrinkage=0.1


Tree=9328
num_leaves=31
num_cat=0
split_feature=0 11 45 1 3 52 4 151 160 48 0 41 33 2 13 1132 124 123 457 0 42 0 1 0 150 0 13 16 1374 133
split_gain=8.07703e-11 6.5541e-10 4.66781e-10 3.54572e-10 3.11399e-10 3.0798e-10 6.05875e-10 3.51268e-10 7.07397e-10 2.21219e-10 3.61253e-10 1.28129e-10 3.82254e-10 2.37804e-10 1.17207e-10 1.16067e-10 1.0984e-10 1.99031e-10 1.22138e-10 1.88872e-10 7.05937e-10 5.58838e-10 2.02815e-09 5.64317e-10 2.78186e-10 2.94168e-10 3.99434e-10 2.53701e-10 1.92471e-10 1.93465e-10
threshold=-0.14794999999999997 -0.072629999999999986 0.084355000000000013 0.076935000000000017 -0.15713499999999997 -0.080114999999999978 -0.0029599999999999995 0.056735000000000001 0.088755000000000014 -0.072824999999999987 -0.24955499999999997 0.088520000000000015 -0.0066799999999999993 0.097070000000000004 -0.17933499999999997 1.0000000180025095e-35 0.096090000000000023 0.11679000000000002 -0.14249999999999999 -0.11173999999999999 0.081660000000000024 -0.10224499999999999 0.094220000000000012 -0.10096999999999999 0.076925000000000007 -0.13455999999999999 -0.0095349999999999983 -0.36241499999999999 0.087855000000000016 0.086910000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -6 8 9 -7 -11 12 -3 -13 -12 16 17 18 -14 20 24 22 -21 -23 25 26 -20 -27 29 -25
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leaf_value=4.0139964247807509e-07 -5.7577248497864279e-07 3.5100859738503784e-07 5.0359214591415885e-07 -3.7666493042174599e-07 8.5426164654715347e-08 -1.3323502543460818e-07 -6.1490983371402857e-07 4.5937412069395666e-07 -5.1791414886706445e-07 5.2904103530305624e-07 2.8530872565501014e-07 -3.7298441143845528e-07 1.9622568794138334e-07 3.4172658835984747e-08 2.396109561248913e-08 2.0038676313203853e-07 -1.6669239156693414e-07 2.8491377458787306e-07 -1.6867230101524911e-08 8.217061031762734e-07 -5.0886529468893319e-07 -5.2326111125737614e-07 -3.7238481581880483e-07 -1.8654576634714909e-08 -2.4390528101849083e-07 -3.461212886241521e-07 5.3306813379094819e-07 1.4598581564939651e-07 -2.5006119103416553e-07 4.4018204866474719e-08
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leaf_count=22 20 31 21 22 30 32 21 21 21 22 22 26 30 32 78 28 41 24 28 33 35 21 25 1588 35 22 25 20 31 714
internal_value=0 -5.35877e-09 4.82727e-08 1.54146e-08 -1.6153e-08 1.59574e-08 -2.02947e-07 7.29173e-08 2.65425e-08 1.00787e-07 1.62169e-07 -1.26831e-09 1.85527e-09 -1.48346e-07 8.14576e-08 -2.15353e-09 -4.27596e-09 -1.74495e-09 -4.38393e-09 -6.71931e-09 -1.10227e-07 3.61456e-10 3.07012e-07 -7.19407e-09 -2.90166e-09 8.58891e-08 2.42536e-07 -1.11785e-07 -2.54881e-09 7.84331e-10
internal_weight=0 2809 312 291 269 247 51 196 175 154 122 2789 2731 58 100 2700 2672 2631 2607 2577 165 2412 58 2354 130 95 53 42 2333 2302
internal_count=3121 2809 312 291 269 247 51 196 175 154 122 2789 2731 58 100 2700 2672 2631 2607 2577 165 2412 58 2354 130 95 53 42 2333 2302
is_linear=0
shrinkage=0.1


Tree=9329
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 3 52 52 130 42 131 131 480 131 159 484 160 42 1210 160 12 13 1 131 4 15 131 3 474 2 474
split_gain=8.73108e-11 2.41719e-09 1.50484e-09 4.64799e-10 1.06926e-10 9.83435e-11 1.33966e-10 1.27524e-10 1.03781e-10 8.81475e-11 8.70324e-10 5.1236e-10 3.06618e-10 2.68559e-10 3.52332e-10 1.95196e-10 1.93093e-10 3.58169e-10 1.84874e-10 3.85373e-10 2.12193e-10 2.89557e-10 2.18894e-10 2.97769e-10 1.8559e-10 1.48015e-10 3.00093e-10 1.71882e-10 7.37141e-10 7.4828e-10
threshold=-0.083284999999999984 0.089480000000000018 0.12358500000000001 0.10022000000000002 -0.092644999999999991 0.090645000000000017 0.08709500000000002 0.08610000000000001 -0.018024999999999996 0.091360000000000011 0.090445000000000011 0.11303500000000001 0.089785000000000018 -0.065539999999999987 -0.017214999999999998 -0.55323499999999981 -0.092459999999999987 -0.080364999999999978 -0.04016999999999999 0.087075000000000014 -0.085584999999999981 0.11751000000000002 0.11495000000000001 -0.010024999999999997 -0.049819999999999996 0.087205000000000019 -0.078934999999999991 0.087745000000000017 0.087505000000000013 0.089130000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 -1 6 7 8 -6 10 11 12 15 14 -11 -2 -15 -18 19 -19 -20 22 23 -22 -24 27 -27 -17 -29 -30
right_child=2 -3 -4 -5 5 -7 -8 -9 -10 13 -12 -13 -14 16 -16 25 17 18 20 -21 21 -23 24 -25 -26 26 -28 28 29 -31
leaf_value=-1.8768490417642171e-07 -2.3363474392561715e-07 1.0810234902876238e-06 -8.6901543454587233e-07 -5.043877338550829e-07 -2.2788827379827127e-07 1.882661991179234e-07 -2.179786074899918e-07 1.9832576005082306e-07 4.9966106084090228e-08 5.8638529139898313e-07 -6.4608233950972753e-07 3.6974617293671565e-07 3.3647109238297794e-07 2.5006765405066747e-07 6.0237050547584666e-08 -9.5099877940853309e-09 -3.6984540766018029e-07 1.3602009243385283e-07 3.1663542695378841e-07 -4.249803855600476e-07 6.9993441572738991e-08 -2.5107350775637051e-07 -2.8447394690883382e-07 5.4064335653691852e-07 8.7730166962894546e-08 -3.821322968870315e-07 7.7407543762496476e-08 4.653734455443067e-07 -5.664163149092583e-07 7.5262856937654392e-08
leaf_weight=25 38 21 20 20 20 33 24 35 41 20 21 37 26 30 35 2167 26 24 29 25 41 31 21 20 37 30 27 41 21 135
leaf_count=25 38 21 20 20 20 33 24 35 41 20 21 37 26 30 35 2167 26 24 29 25 41 31 21 20 37 30 27 41 21 135
internal_value=0 6.08911e-08 -4.58908e-09 -4.73047e-08 4.05293e-09 3.53826e-08 -6.66033e-09 4.61692e-08 -4.11337e-08 1.40971e-09 -4.97564e-09 3.62681e-10 -5.13719e-09 4.93092e-08 2.51564e-07 -8.74916e-09 1.01403e-08 -1.81976e-08 2.19026e-08 -1.50205e-07 6.90157e-08 2.11426e-08 9.2056e-08 2.24305e-07 -4.70334e-08 -5.21935e-09 -1.64456e-07 -1.3799e-09 8.8051e-08 -1.1117e-08
internal_weight=0 219 2902 198 178 153 120 96 61 2882 2543 2522 2485 339 55 2459 284 254 228 49 179 150 119 61 58 2421 57 2364 197 156
internal_count=3121 219 2902 198 178 153 120 96 61 2882 2543 2522 2485 339 55 2459 284 254 228 49 179 150 119 61 58 2421 57 2364 197 156
is_linear=0
shrinkage=0.1


Tree=9330
num_leaves=31
num_cat=0
split_feature=45 11 49 10 4 0 0 33 1 1 42 1 9 10 4 376 3 16 16 151 156 0 0 12 2 376 40 4 13 4
split_gain=8.39626e-11 5.71909e-10 2.95092e-10 1.57769e-10 1.61186e-09 2.41526e-09 2.20664e-09 1.36113e-10 1.13991e-10 4.53479e-10 2.75751e-10 2.90329e-10 2.08233e-10 3.88052e-10 2.02225e-10 1.81985e-10 1.60787e-10 4.09257e-10 3.88482e-10 6.2481e-10 3.23303e-10 1.73199e-10 6.46105e-10 3.39338e-10 2.73833e-10 1.68489e-10 4.61079e-10 2.41683e-10 4.55345e-10 3.36372e-10
threshold=0.094030000000000016 -0.014494999999999999 0.13087000000000001 -0.011559999999999999 0.053180000000000012 -0.067624999999999977 -0.10151999999999999 -0.012019999999999998 0.13686500000000004 0.13471500000000003 0.093775000000000011 0.14000500000000002 0.088235000000000022 -0.0069899999999999988 0.51164000000000009 0.088470000000000007 0.11658 0.064860000000000015 -0.087484999999999993 -0.077429999999999985 0.3248100000000001 0.12358500000000001 0.062580000000000011 0.096075000000000008 0.10467500000000002 0.082945000000000019 -0.083564999999999987 0.41379000000000005 -0.0062949999999999994 0.27044500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -3 -6 -5 9 12 11 -10 13 -9 -13 16 20 18 19 -18 21 22 25 24 -23 26 -15 29 -29 -28
right_child=2 3 -4 7 6 -7 -8 8 10 -11 -12 14 -14 15 -16 -17 17 -19 -20 -21 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=4.9868317867786454e-07 -4.1706310192068943e-07 -1.3812331635421061e-06 1.1965466829419062e-07 2.3967949013640559e-07 1.0646420475625615e-06 1.1436643214948666e-08 -2.3911918911862279e-07 4.314613289376926e-07 -5.2210058193225001e-07 4.5653117727407668e-07 2.004570102025869e-07 -2.3714276593142026e-07 -2.9891450977807522e-07 -4.1324089486941508e-07 1.419859490425779e-07 -2.3712765724326347e-07 -1.7522262735470717e-07 4.7591773187605215e-07 -2.2648368394285219e-07 4.8950505469835458e-07 -3.8419549923673913e-07 1.9047255149024824e-07 -4.73609115903761e-07 4.1820804528532759e-07 -2.1002018427445305e-07 1.9738783378030814e-07 1.8660613518361194e-09 6.1862094746789614e-08 -4.9033242746077119e-07 2.6667545810420161e-07
leaf_weight=23 20 20 21 24 21 33 34 21 20 22 23 34 23 27 24 32 26 25 38 31 22 38 29 29 31 43 2278 32 28 49
leaf_count=23 20 20 21 24 21 33 34 21 20 22 23 34 23 27 24 32 26 25 38 31 22 38 29 29 31 43 2278 32 28 49
internal_value=0 1.89417e-09 -1.42159e-07 -1.84353e-09 -1.20554e-07 -5.14099e-07 2.58681e-07 2.50395e-09 5.57891e-10 4.29126e-09 -1.03829e-07 -1.93554e-07 7.40484e-10 3.22054e-09 -8.02619e-08 -4.01803e-11 2.74294e-09 1.1592e-07 2.11841e-08 1.86296e-07 -2.4686e-09 7.814e-10 -4.3589e-09 1.31177e-07 1.0541e-08 1.17967e-09 -2.31534e-09 2.33275e-09 -1.95829e-07 7.44219e-09
internal_weight=0 3080 41 3057 108 53 55 2949 2925 2824 101 78 2802 2779 58 2758 2726 120 95 57 2606 2584 2486 98 69 2457 2414 2387 60 2327
internal_count=3121 3080 41 3057 108 53 55 2949 2925 2824 101 78 2802 2779 58 2758 2726 120 95 57 2606 2584 2486 98 69 2457 2414 2387 60 2327
is_linear=0
shrinkage=0.1


Tree=9331
num_leaves=31
num_cat=0
split_feature=11 157 12 1 157 11 156 1429 154 1456 52 474 475 1429 49 45 11 34 40 34 133 9 10 4 2 12 0 0 1453 0
split_gain=9.44184e-11 4.79783e-10 3.98953e-10 5.18651e-10 2.53361e-10 1.39621e-10 1.21037e-10 1.65729e-10 1.69663e-10 1.62454e-10 2.56896e-10 1.38587e-10 3.81496e-10 2.35199e-10 3.18466e-10 1.41027e-10 5.3144e-10 1.58181e-10 2.59095e-10 1.76646e-10 5.18436e-10 5.11845e-10 2.92863e-10 3.15028e-09 3.48765e-10 1.89767e-10 1.63675e-10 9.47145e-10 8.03454e-10 6.64528e-10
threshold=0.088215000000000002 -0.051074999999999988 0.099400000000000002 0.10727500000000002 -0.49695999999999996 0.08740500000000001 -0.14064999999999997 0.11475 0.085530000000000009 0.11253500000000001 -0.034054999999999995 -0.090834999999999985 -0.082904999999999993 -0.066319999999999976 0.086395000000000013 0.094030000000000016 -0.014494999999999999 -0.085739999999999983 -0.07632499999999999 -0.057544999999999992 0.086990000000000012 0.091600000000000015 -0.0093599999999999985 0.053180000000000012 -0.055814999999999997 0.14786000000000002 -0.070499999999999993 -0.069824999999999984 -0.0067199999999999994 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 -6 8 9 11 -11 12 -8 14 -13 16 -15 18 -18 20 -19 22 23 -21 -24 26 29 -28 -29 -26
right_child=1 2 3 -5 5 -7 7 -9 -10 10 -12 13 -14 15 -16 -17 17 19 -20 21 -22 -23 24 -25 25 -27 27 28 -30 -31
leaf_value=-3.0275805410643183e-07 4.9729823573492786e-07 -3.0465904868129482e-07 4.9565168419955327e-07 -1.1151311595955015e-07 -2.2597769759139888e-07 2.6278889379227623e-07 8.0417042670799886e-08 2.1900739576895991e-07 2.8719197686655207e-07 5.2185419685017791e-08 -4.3679585992606462e-07 4.2200008332808162e-07 -4.3899871342909174e-07 4.8899456068986848e-07 -9.3158306526675006e-08 -2.1500153012209101e-07 4.3498305402067672e-08 5.5927230494576406e-07 -4.2618900482940934e-07 -3.327746951652265e-07 -1.1470713081962458e-07 -4.1537152384307774e-07 -4.1077686643932665e-07 1.2325428236081848e-06 6.5252650096283848e-10 2.404163192082365e-07 -6.3354521410440587e-07 5.8036339091976127e-07 -5.4289562820931062e-08 4.9126219425131376e-07
leaf_weight=28 23 31 24 34 24 20 31 34 20 21 22 30 26 22 20 31 24 21 23 36 25 30 21 20 1974 32 27 21 398 28
leaf_count=28 23 31 24 34 24 20 31 34 20 21 22 30 26 22 20 31 24 21 23 36 25 30 21 20 1974 32 27 21 398 28
internal_value=0 9.01574e-08 -1.50588e-08 1.39727e-07 -3.35202e-09 -5.39753e-10 -2.3184e-09 -4.90745e-10 -3.06151e-09 -5.07506e-09 -1.97991e-07 -2.15415e-09 -1.56509e-07 1.00727e-09 2.15937e-07 -2.92484e-09 -4.91689e-10 -4.50986e-09 -1.86349e-07 -1.26397e-09 1.92979e-07 -4.71785e-09 1.00144e-10 2.26267e-07 -4.96397e-09 -1.52766e-09 -4.69032e-09 -5.94738e-08 -2.24812e-08 7.5142e-09
internal_weight=0 112 89 58 3009 2981 2961 2937 2903 2883 43 2840 57 2783 50 2733 2702 2680 47 2633 46 2587 2557 56 2501 2480 2448 446 419 2002
internal_count=3121 112 89 58 3009 2981 2961 2937 2903 2883 43 2840 57 2783 50 2733 2702 2680 47 2633 46 2587 2557 56 2501 2480 2448 446 419 2002
is_linear=0
shrinkage=0.1


Tree=9332
num_leaves=31
num_cat=0
split_feature=11 1 15 2 1 34 2 15 3 49 49 49 151 42 48 4 4 3 3 3 3 1213 2 2 13 43 13 43 2 2
split_gain=1.03439e-10 1.10359e-10 1.02424e-10 9.99866e-11 5.52807e-10 3.72359e-10 1.09418e-10 1.05194e-10 1.00255e-10 9.45602e-11 2.77545e-10 1.82765e-10 3.08538e-10 1.46802e-10 2.01533e-10 1.33232e-10 3.70179e-10 1.38434e-10 1.4754e-09 7.70292e-10 1.78239e-09 1.68048e-09 4.81732e-10 3.96918e-09 1.48227e-09 2.22929e-09 1.04929e-09 4.09533e-10 3.85102e-10 4.31042e-10
threshold=-0.072629999999999986 0.15799000000000005 0.23208000000000004 -0.080614999999999978 0.092235000000000025 -0.010024999999999997 -0.033169999999999991 -0.56020999999999987 -0.13309499999999996 -0.14715999999999999 -0.10774499999999999 -0.087004999999999985 -0.0064299999999999991 0.088670000000000013 0.086665000000000006 -0.52556499999999995 -0.50940999999999981 -0.077354999999999993 -0.077774999999999983 -0.078724999999999976 -0.07908999999999998 -0.018814999999999995 0.093320000000000014 0.092235000000000025 -0.081029999999999977 -0.076124999999999984 -0.077944999999999987 0.062770000000000006 0.096325000000000008 0.095545000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 -8 -7 13 -11 12 -12 14 -9 -13 -17 18 19 20 -18 -21 23 24 25 -19 -26 -27 29 -24
right_child=1 -3 -4 6 5 8 7 9 -10 10 11 15 -14 -15 -16 16 17 22 -20 21 -22 -23 28 -25 26 27 -28 -29 -30 -31
leaf_value=-2.2118532333100426e-07 5.5651540941696677e-07 -1.7016715121202824e-07 2.0121224202704562e-07 -2.0574676835412203e-07 -3.4978247995809399e-07 2.8074991687192421e-07 -2.1270161534689779e-07 1.2634416834786763e-07 1.1986842472262131e-08 3.4376793654663138e-07 6.7758315935861909e-08 2.0818927732868532e-07 -4.877033872219272e-07 -3.1766739153760644e-07 -2.4119042791426181e-07 -3.0697509544845498e-07 2.1653536860284257e-09 -1.2555017930537816e-06 -6.5258653437792553e-07 1.0285511084772305e-06 -8.6627128155214454e-07 -7.5963429868370823e-09 -5.4531478626780195e-08 1.371605011020923e-06 8.3074502759657114e-07 1.8364401974224623e-07 9.3724108575170954e-08 -3.8360895359801362e-07 8.1277167133476849e-09 -6.3959409828839859e-07
leaf_weight=21 21 37 26 26 24 23 23 37 35 24 20 32 20 23 25 38 1547 20 35 23 24 49 34 24 21 35 241 20 573 20
leaf_count=21 21 37 26 26 24 23 23 37 35 24 20 32 20 23 25 38 1547 20 35 23 24 49 34 24 21 35 241 20 573 20
internal_value=0 1.50362e-09 3.57734e-09 1.88537e-09 9.87265e-08 -1.85121e-08 -1.5143e-09 3.11715e-10 1.18565e-07 2.00991e-09 5.16428e-09 2.23687e-09 -2.09973e-07 -1.01899e-07 -2.18553e-08 5.33935e-09 2.93876e-09 7.35613e-09 -1.01292e-08 3.55675e-09 -1.11017e-08 3.23395e-07 3.70529e-08 1.29078e-07 4.0589e-08 -3.51396e-07 1.52798e-07 -2.26298e-08 -1.59311e-08 -2.71221e-07
internal_weight=0 3100 3063 3037 103 82 2934 2908 58 2885 2800 2776 40 85 62 2736 2704 2666 1678 1643 1571 72 988 361 337 75 262 55 627 54
internal_count=3121 3100 3063 3037 103 82 2934 2908 58 2885 2800 2776 40 85 62 2736 2704 2666 1678 1643 1571 72 988 361 337 75 262 55 627 54
is_linear=0
shrinkage=0.1


Tree=9333
num_leaves=31
num_cat=0
split_feature=401 402 1213 1210 11 1 46 1429 156 474 11 0 14 1184 1 159 1456 474 474 472 2 474 1445 1447 159 158 1456 42 42 2
split_gain=8.53536e-11 1.49018e-10 2.88177e-10 1.68695e-10 8.42495e-11 9.00925e-11 9.08508e-11 1.15957e-10 2.89043e-10 1.50246e-10 1.06004e-10 1.23491e-10 1.12389e-10 2.59767e-10 1.98063e-10 2.40778e-10 1.21916e-10 1.89942e-10 1.9756e-10 4.33693e-10 6.42841e-10 4.17499e-10 2.28276e-10 2.55915e-10 2.25166e-10 2.17855e-10 1.61255e-10 6.64191e-10 1.44314e-09 7.82684e-10
threshold=-0.47263499999999997 -0.45454999999999995 0.0036000000000000003 0.26755500000000004 -0.072629999999999986 0.15799000000000005 0.096120000000000011 -0.23752499999999996 0.32523500000000005 0.11568500000000002 0.096215000000000009 -0.068944999999999992 -0.23083499999999998 0.089075000000000015 0.111945 0.10862000000000001 0.11772000000000001 0.11147000000000001 0.090025000000000008 -0.065034999999999996 0.095040000000000013 0.089070000000000024 0.077530000000000016 -0.11565499999999999 -0.47354999999999997 -0.47060499999999994 0.085275000000000004 0.091205000000000008 0.086135000000000003 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 -6 9 10 12 -12 14 16 -9 -16 17 18 21 -20 -21 22 23 -14 -25 -26 -27 28 29 -28
right_child=1 3 -4 -5 5 -7 -8 8 -10 -11 11 -13 13 -15 15 -17 -18 -19 19 20 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-1.8785456455579683e-07 3.6191374673058643e-07 -1.9906678823017069e-07 -1.2496257909333508e-07 -2.9085111947324548e-07 -2.3792996397986602e-07 -1.5315041237598152e-07 1.7144706303540148e-07 -3.802902731429131e-07 3.8253489833550705e-07 -2.2945734975568908e-07 -1.9964677405299045e-08 2.7779449177719094e-07 3.6226609623213335e-07 3.6305191656538229e-07 -1.839834640447537e-07 2.3819960197422253e-07 -1.8409590479352898e-07 3.1077665013867777e-07 1.4602877108834091e-07 -7.2946898360275616e-08 -7.6447486947017766e-07 4.6179884293451324e-07 -3.1049796046753057e-07 3.0795327864060105e-07 -3.0615935711268877e-07 -2.6650289715755173e-09 6.1582659895975675e-07 6.2707203564319318e-07 -5.5439193495717074e-07 -8.3927371833631751e-08
leaf_weight=24 31 21 20 20 20 37 32 21 20 28 26 30 20 20 35 22 35 20 34 41 20 20 23 24 23 2338 33 21 31 31
leaf_count=24 31 21 20 20 20 37 32 21 20 28 26 30 20 20 35 22 35 20 34 41 20 20 23 24 23 2338 33 21 31 31
internal_value=0 1.45893e-09 1.70982e-07 -1.37944e-09 5.33789e-10 1.92867e-09 3.86193e-09 2.03539e-09 3.68124e-09 1.06485e-09 3.31542e-09 1.39549e-07 6.02369e-10 3.97915e-09 -1.17758e-07 -2.10356e-08 1.33307e-09 3.75562e-09 1.44632e-09 -1.40161e-07 -2.99677e-07 6.6931e-09 3.11523e-09 5.97643e-09 3.12726e-09 1.73754e-10 3.04485e-09 1.18128e-07 5.62504e-09 2.76883e-07
internal_weight=0 3097 51 3046 3026 3005 2968 2936 2916 2896 2868 56 2812 2734 78 57 2714 2679 2659 95 61 2564 2544 2521 2501 2477 2454 116 95 64
internal_count=3121 3097 51 3046 3026 3005 2968 2936 2916 2896 2868 56 2812 2734 78 57 2714 2679 2659 95 61 2564 2544 2521 2501 2477 2454 116 95 64
is_linear=0
shrinkage=0.1


Tree=9334
num_leaves=31
num_cat=0
split_feature=104 11 9 3 33 46 44 1429 156 3 3 11 2 1 3 14 148 49 147 447 40 120 151 47 47 47 1453 481 1452 160
split_gain=8.13229e-11 1.19371e-10 1.46967e-10 5.937e-10 3.20714e-10 8.96018e-11 1.23601e-10 2.07386e-10 2.88533e-10 1.71018e-10 1.97334e-10 4.83889e-10 2.65627e-10 2.73459e-10 1.41319e-10 1.19881e-10 1.75427e-10 1.60821e-10 1.59809e-10 1.39041e-10 1.14393e-10 2.65977e-10 1.13839e-10 1.18643e-10 7.9138e-10 6.35813e-10 1.47695e-10 4.43171e-10 8.05061e-10 1.54661e-10
threshold=0.088500000000000009 -0.011194999999999998 0.092235000000000011 -0.13309499999999996 -0.0066799999999999993 0.10987500000000001 0.083555000000000018 -0.23587499999999997 0.3248100000000001 -0.16726499999999997 -0.24190499999999995 0.092630000000000018 0.10467500000000002 0.10587000000000001 -0.15713499999999997 0.085220000000000004 1.0000000180025095e-35 -0.026779999999999995 0.095485000000000014 0.09227500000000001 -0.24290999999999999 0.088020000000000015 -0.55306499999999992 0.092710000000000015 0.096475000000000019 0.090280000000000013 -0.066944999999999991 -0.081539999999999987 0.088360000000000008 -0.54913999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 -6 9 10 12 -12 -9 -14 -11 16 18 -18 19 20 -16 22 -22 25 -25 26 27 -24 -29 -28
right_child=-2 2 3 -5 5 -7 -8 8 -10 14 11 -13 13 -15 15 -17 17 -19 -20 -21 21 -23 23 24 -26 -27 29 28 -30 -31
leaf_value=2.190532229633391e-07 -1.8336637452875948e-07 3.455990292035562e-07 2.5609109599145086e-07 -4.4274059607027266e-07 3.0574122346587789e-07 2.0523517294112114e-07 -2.1913255516472838e-07 2.9907766398466833e-07 -3.809634065987666e-07 -1.9647985131742095e-07 4.985524705689111e-07 -1.069081182368915e-07 -3.3783559190312559e-07 1.4330835347615384e-07 -2.4043991516009559e-07 1.7897868230439449e-07 -4.0317594907502924e-07 -1.1816024763924188e-08 2.1717600995946836e-07 -2.6054562697806561e-07 2.0916383823532672e-07 3.6290512042569392e-07 2.1959814703747658e-07 -5.8190295201635917e-07 -9.3531731926750709e-09 5.6329563008716826e-07 2.048765193532401e-07 -7.2786637884310796e-07 4.7366854261099431e-09 -1.3312385808962706e-09
leaf_weight=25 24 27 20 31 22 21 26 21 20 38 33 22 27 21 20 36 21 21 33 21 25 20 26 27 228 20 37 24 40 2144
leaf_count=25 24 27 20 31 22 21 26 21 20 38 33 22 27 21 20 36 21 21 33 21 25 20 26 27 228 20 37 24 40 2144
internal_value=0 1.42302e-09 -3.48055e-10 -1.68689e-07 2.49385e-09 -6.00288e-10 -2.05422e-09 -1.39041e-10 -2.43968e-09 1.66336e-10 1.15071e-07 2.56368e-07 2.44269e-09 -1.27335e-07 -4.95706e-09 -2.30381e-09 -4.71466e-09 -2.07496e-07 -1.51886e-09 -4.26085e-09 -2.19958e-09 -3.60598e-10 -3.18647e-09 -5.27161e-09 -6.99761e-08 1.93033e-09 -3.01344e-09 -1.28553e-07 -2.69989e-07 2.16701e-09
internal_weight=0 3097 3072 51 3021 2994 2973 2947 2925 2905 124 55 69 48 2781 2743 2707 42 2665 2632 2611 2591 2571 2546 255 2291 2271 90 64 2181
internal_count=3121 3097 3072 51 3021 2994 2973 2947 2925 2905 124 55 69 48 2781 2743 2707 42 2665 2632 2611 2591 2571 2546 255 2291 2271 90 64 2181
is_linear=0
shrinkage=0.1


Tree=9335
num_leaves=31
num_cat=0
split_feature=11 142 147 147 33 10 16 1 97 34 9 2 147 3 44 0 40 42 14 4 4 160 1 1 3 3 13 1 1 1
split_gain=8.38541e-11 9.49809e-11 1.58636e-10 1.93247e-10 1.05089e-10 1.4254e-10 1.73419e-09 1.84187e-09 1.86089e-10 5.12501e-10 2.74055e-10 5.62413e-10 2.03247e-10 1.40658e-10 1.0778e-10 3.26451e-10 9.27239e-11 1.56732e-10 8.92478e-11 1.20834e-10 3.63151e-10 1.99683e-10 1.20389e-10 3.00692e-10 2.0932e-10 2.90789e-10 2.39794e-10 2.14569e-10 1.0202e-09 4.83636e-10
threshold=-0.072629999999999986 -0.057499999999999989 0.099730000000000027 0.093875000000000014 0.082285000000000011 -0.011239999999999998 -0.056919999999999991 0.13686500000000004 -0.084639999999999979 -0.057544999999999992 0.088235000000000022 -1.0000000180025095e-35 0.090425000000000019 -0.0096849999999999974 0.099360000000000018 -0.24955499999999997 0.10394000000000002 -0.23802999999999999 -0.46825999999999995 0.41816000000000003 0.51164000000000009 -0.077609999999999985 0.11751000000000002 0.11507500000000002 0.31299000000000005 0.10893000000000001 -0.16152999999999998 0.10727500000000002 0.10672000000000002 0.10538500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -7 -10 11 -11 14 -6 15 -13 17 -17 -19 22 -21 -22 23 24 25 26 -20 28 29 -28
right_child=1 2 -4 -5 13 8 -8 -9 9 10 -12 12 -14 -15 -16 16 -18 18 19 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.9914913894900738e-07 -2.056901103098984e-07 -1.1453389060601571e-06 2.1151926693126676e-07 -2.710970299255258e-07 3.2041617353447318e-07 -3.0009412050446826e-07 6.1060082236446593e-07 5.1057234930252188e-08 4.103977441868408e-07 4.5094028483358017e-07 -2.806188531845986e-07 3.7533103226372117e-07 3.1814968394883179e-07 -2.5651850359795587e-08 -2.0060448525361643e-07 2.4327940146498312e-07 -1.7783782831533776e-07 -1.9149338339730096e-07 -3.1543947952172861e-07 3.7328235012911262e-07 1.7610576392712575e-07 -2.4418350888639068e-07 -1.1902577239671549e-07 2.8561293829751677e-07 -3.2770705331586215e-07 2.6451978804686857e-07 -6.8612814116894266e-10 -1.8182912017531789e-07 6.9484854715743243e-07 -4.6160394889660029e-07
leaf_weight=21 22 22 36 26 24 20 22 31 31 28 34 23 20 23 27 26 30 25 25 33 20 26 90 36 20 40 2230 66 21 23
leaf_count=21 22 22 36 26 24 20 22 31 31 28 34 23 20 23 27 26 30 25 25 33 20 26 90 36 20 40 2230 66 21 23
internal_value=0 1.35276e-09 2.8326e-09 3.62931e-10 2.7031e-09 3.54518e-10 -1.35753e-07 -4.4556e-07 3.88183e-09 5.99719e-09 1.58761e-09 5.00343e-09 5.1359e-10 1.51064e-07 -1.78729e-09 1.7616e-10 -3.00664e-09 -1.0503e-09 -3.44298e-09 -1.65543e-09 1.20148e-07 -6.1449e-08 -5.42746e-09 -1.27311e-09 -5.53204e-09 -2.85283e-09 -7.37499e-09 -4.0837e-09 1.07514e-09 -5.39146e-09
internal_weight=0 3100 3078 3042 3016 2969 75 53 2894 2874 2843 2809 2781 47 2761 2734 2711 2681 2655 2630 79 46 2551 2461 2425 2405 2365 2340 2274 2253
internal_count=3121 3100 3078 3042 3016 2969 75 53 2894 2874 2843 2809 2781 47 2761 2734 2711 2681 2655 2630 79 46 2551 2461 2425 2405 2365 2340 2274 2253
is_linear=0
shrinkage=0.1


Tree=9336
num_leaves=31
num_cat=0
split_feature=1208 1208 403 484 159 50 50 1210 43 52 15 52 42 403 1204 403 403 1210 132 50 403 1210 42 394 43 402 4 403 1209 401
split_gain=7.89561e-11 1.58513e-10 9.6372e-11 4.11738e-10 5.44425e-10 4.99294e-10 5.0105e-10 3.59788e-10 3.40166e-10 6.18383e-10 2.14197e-10 3.49226e-10 2.35664e-10 1.9916e-10 4.06563e-10 3.9165e-10 1.9491e-10 1.28275e-09 7.49145e-10 3.4738e-09 2.72699e-09 7.42328e-10 5.76379e-10 2.95458e-10 1.85635e-10 7.38263e-10 3.68177e-10 2.40925e-10 1.85256e-10 1.53798e-10
threshold=0.11846000000000001 0.10480500000000002 -0.085284999999999986 -0.081614999999999979 -0.083839999999999984 0.090630000000000016 0.087995000000000004 -0.083289999999999989 0.055925000000000009 0.11125500000000001 0.09116500000000001 0.091820000000000013 0.08623500000000002 -0.090774999999999981 -0.084344999999999989 -0.09551999999999998 -0.0031149999999999997 -0.087769999999999973 -0.083284999999999984 0.095395000000000021 -0.074254999999999988 -0.094799999999999982 0.091295000000000015 -0.078674999999999981 -0.0082299999999999995 -1.0000000180025095e-35 -0.081984999999999988 -0.073679999999999982 -0.067109999999999989 -0.099524999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 9 10 11 12 13 15 -15 -9 17 -4 20 22 -19 -18 23 -20 25 -25 -26 -28 -23 -30
right_child=-2 -3 16 4 5 -7 -8 8 -10 -11 -12 -13 -14 14 -16 -17 21 18 19 -21 -22 28 -24 24 26 -27 27 -29 29 -31
leaf_value=-3.7605839841732673e-07 1.7354182916689683e-07 -2.3414831653961552e-07 -8.1838686689650335e-07 5.7682069630971001e-07 3.7565357282456433e-07 4.1322833549305539e-07 -4.2507663431479165e-07 3.7346827826664509e-08 4.0449237388884289e-07 -5.441193920995873e-07 -2.9331655351683142e-07 4.3666013406588418e-07 -3.0883575082693179e-07 -4.2537677889716483e-07 1.090035261443388e-07 5.0862633754279938e-07 6.0958943080891016e-07 9.1428851343167141e-07 -2.204072229539594e-07 -1.3653836771254647e-06 -4.5033010336068303e-07 2.934500854968021e-07 -3.7318202724160684e-07 -3.3050807590392827e-08 -3.0284939853686412e-07 6.8219741251596137e-07 9.9965304182584678e-10 4.7094407221948128e-07 -2.1924750909061969e-07 -1.8169661705068414e-09
leaf_weight=22 26 29 22 20 29 33 25 110 20 21 20 21 21 24 35 21 20 32 23 20 27 21 30 31 20 27 24 20 33 2294
leaf_count=22 26 29 22 20 29 33 25 110 20 21 20 21 21 24 35 21 20 32 23 20 27 21 30 31 20 27 24 20 33 2294
internal_value=0 -1.45202e-09 7.48959e-10 4.51266e-08 6.82917e-08 4.1527e-08 6.17794e-09 3.96604e-08 6.40514e-09 -2.27588e-08 2.0688e-08 4.77573e-08 9.05135e-09 4.41862e-08 -1.08372e-07 1.12895e-07 -6.334e-09 -8.58625e-08 -2.24155e-08 -1.16881e-07 2.89802e-07 2.93537e-09 2.58046e-08 1.08354e-07 1.70333e-07 2.9991e-07 5.29045e-08 2.14611e-07 -2.23204e-09 -4.90042e-09
internal_weight=0 3095 3066 422 400 380 347 322 293 273 252 232 211 190 59 131 2644 276 254 195 59 2368 175 145 122 58 64 44 2348 2327
internal_count=3121 3095 3066 422 400 380 347 322 293 273 252 232 211 190 59 131 2644 276 254 195 59 2368 175 145 122 58 64 44 2348 2327
is_linear=0
shrinkage=0.1


Tree=9337
num_leaves=31
num_cat=0
split_feature=132 1203 394 1213 160 16 1213 403 13 0 4 12 12 401 15 133 1210 401 16 401 128 1185 16 15 15 15 15 1212 52 401
split_gain=9.15473e-11 4.31809e-10 3.50996e-10 1.10808e-10 1.04201e-09 4.95866e-10 3.11213e-10 2.50283e-10 8.09755e-10 3.97988e-10 5.50729e-10 2.91002e-10 2.60683e-10 1.5351e-10 3.82003e-10 2.17446e-10 1.85634e-10 1.37399e-10 3.22595e-10 1.86518e-10 1.20395e-10 3.46005e-10 3.05546e-10 1.57821e-10 5.95727e-10 5.46807e-10 2.3831e-10 2.38855e-10 8.27739e-10 7.82872e-10
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 0.04198000000000001 -0.025879999999999997 -0.010264999999999998 1.0000000180025095e-35 -0.036149999999999995 -0.087074999999999986 -0.082844999999999988 -0.080924999999999983 0.092255000000000018 0.090020000000000017 -0.13200999999999999 0.095175000000000023 0.51114000000000004 0.24726500000000004 0.11655000000000001 -0.079504999999999978 0.10947000000000001 0.10773500000000001 0.091055000000000011 -0.078844999999999985 -0.10203999999999998 -0.10653 -0.096999999999999989 -0.09551999999999998 -0.092474999999999988 0.086275000000000004 0.10022000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 7 13 8 -6 10 -10 -9 -11 14 -2 16 17 19 -19 20 21 23 -22 24 -15 -25 -27 28 -28 -29
right_child=2 -3 -4 4 5 -7 -8 11 9 12 -12 -13 -14 15 -16 -17 -18 18 -20 -21 22 -23 -24 25 -26 26 27 29 -30 -31
leaf_value=-1.7641276861999527e-08 -1.3121030919549526e-07 -5.0542770225092681e-07 4.0258616448599327e-07 6.7750560071999649e-07 -5.6800428648206105e-07 -4.3447627101992723e-07 -3.7839341034255502e-07 6.0222710035737863e-09 6.6438947412635856e-07 -3.4204285826304344e-07 -5.3114725275804633e-08 5.39007535280689e-07 1.0805009550597702e-07 2.1674203449927356e-08 4.0404876981388802e-07 -2.7648762970157207e-07 2.881153707531584e-07 -4.5580428049292591e-07 4.4892447975496091e-08 2.6117395964109633e-07 4.3754330958801718e-07 -4.1025110758276979e-07 -8.4767539831887009e-08 -3.8572191224754235e-07 5.0578804027010294e-07 3.27544336999251e-07 6.7084591602819964e-07 -9.1440591266452772e-09 -2.0688225519775603e-07 -5.8404614560932568e-07
leaf_weight=196 24 20 22 25 22 24 22 21 23 22 20 20 31 434 30 29 22 22 31 27 21 21 24 39 27 21 21 1814 22 24
leaf_count=196 24 20 22 25 22 24 22 21 23 22 20 20 31 434 30 29 22 22 31 27 21 21 24 39 27 21 21 1814 22 24
internal_value=0 -6.28067e-08 4.67247e-09 1.63601e-09 7.19423e-08 -1.07849e-08 -3.8308e-09 5.31685e-08 -2.07866e-08 1.04617e-07 3.30667e-07 2.66015e-07 -7.87809e-08 -7.24735e-10 1.66156e-07 -4.19205e-09 -1.11945e-09 -3.61677e-09 -1.62944e-07 -2.32267e-10 -3.09206e-09 -6.10202e-09 1.58978e-07 -2.56866e-09 5.00279e-08 -1.50607e-08 -7.46038e-09 -1.12005e-08 2.21776e-07 -1.66509e-08
internal_weight=0 216 2905 2883 208 183 2675 159 118 96 43 41 53 2653 54 2599 2570 2548 53 2495 2468 2423 45 2402 461 1941 1902 1881 43 1838
internal_count=3121 216 2905 2883 208 183 2675 159 118 96 43 41 53 2653 54 2599 2570 2548 53 2495 2468 2423 45 2402 461 1941 1902 1881 43 1838
is_linear=0
shrinkage=0.1


Tree=9338
num_leaves=31
num_cat=0
split_feature=479 2 480 153 131 131 16 42 42 128 1212 1203 1447 1455 483 484 42 15 131 4 482 482 482 484 159 2 16 2 475 48
split_gain=8.01782e-11 4.85174e-10 1.25918e-10 1.46908e-10 1.20404e-10 4.77448e-10 9.71293e-10 2.34253e-10 3.96331e-10 2.0587e-10 3.66971e-10 2.81626e-10 1.66709e-10 1.62487e-10 2.56776e-10 3.59906e-10 5.72796e-10 3.48829e-10 1.91044e-10 3.29498e-10 2.05081e-10 5.09738e-10 3.11453e-10 1.84937e-10 2.25106e-10 1.47388e-10 1.14689e-09 9.73252e-10 3.98871e-10 4.392e-10
threshold=0.097110000000000016 0.092120000000000021 0.10272000000000002 0.082840000000000011 0.089485000000000023 0.091440000000000007 -0.014754999999999999 0.096035000000000023 0.093775000000000011 0.088865000000000013 0.087505000000000013 1.0000000180025095e-35 0.056670000000000005 0.10994000000000001 0.10083000000000002 0.090535000000000018 0.087195000000000009 -0.56020999999999987 0.082750000000000004 -0.0047449999999999992 0.099315000000000014 0.086210000000000023 0.091610000000000011 -0.50340999999999991 0.12693000000000002 0.11018500000000002 0.63636000000000015 0.10855000000000002 -0.075854999999999992 -0.075224999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 12 6 -6 8 9 10 11 -7 13 14 17 16 -16 -1 20 -20 21 23 -23 -19 25 27 28 -25 -27 -30
right_child=1 -3 -4 -5 5 7 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 18 19 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-3.5622583029391664e-07 1.6754230065529897e-07 -3.7893672902014538e-07 1.8087226469385944e-07 -2.2796202340405866e-07 8.0205354914634577e-07 -5.2475903597641464e-10 -7.2270880848548224e-08 2.1356457448210416e-07 -3.7357115161285038e-07 2.7226048676506514e-07 -3.0372064831429252e-07 3.9513449628714176e-07 -2.2562090962577819e-07 -2.0528095511998308e-07 1.8312406998196216e-08 -4.7101034904182992e-08 7.6608124686572411e-07 2.5566172034022624e-07 -4.0613586648877602e-07 4.4642443885369608e-08 -2.8143903000454882e-07 6.2496131194155261e-07 7.3565689966414997e-08 3.9059484762664971e-09 -2.8993859846995867e-07 -4.3264651005919018e-07 -6.711263545915765e-07 6.0881837090097109e-07 -4.0788599277658231e-07 4.3309546140972484e-08
leaf_weight=28 32 33 39 28 24 179 27 49 29 28 37 20 34 39 21 37 20 28 31 34 25 21 20 1784 27 21 28 27 23 348
leaf_count=28 32 33 39 28 24 179 27 49 29 28 37 20 34 39 21 37 20 28 31 34 25 21 20 1784 27 21 28 27 23 348
internal_value=0 -1.09901e-07 2.33753e-09 2.96518e-11 2.16541e-09 5.37493e-08 3.39176e-07 1.11856e-08 -2.26593e-08 1.58878e-08 -1.45293e-08 3.924e-08 -5.64371e-09 -2.72442e-09 4.06661e-10 1.79019e-07 3.83078e-07 -5.29139e-09 -1.22595e-09 -1.70344e-07 3.44781e-09 6.50848e-09 3.55988e-07 2.40474e-10 -2.92684e-09 5.46633e-10 -5.28256e-08 1.29245e-08 -8.66131e-09 1.53379e-08
internal_weight=0 65 3056 3017 2989 393 51 342 293 264 236 199 2596 2562 2523 78 41 2445 2417 65 2352 2327 41 2286 2258 2231 420 1811 392 371
internal_count=3121 65 3056 3017 2989 393 51 342 293 264 236 199 2596 2562 2523 78 41 2445 2417 65 2352 2327 41 2286 2258 2231 420 1811 392 371
is_linear=0
shrinkage=0.1


Tree=9339
num_leaves=31
num_cat=0
split_feature=104 11 33 47 47 47 1453 158 160 160 483 3 15 13 49 13 132 1203 1185 50 3 132 13 484 2 43 471 1429 474 1429
split_gain=8.27402e-11 1.11741e-10 1.97811e-10 9.19439e-11 8.40226e-10 6.70249e-10 1.22959e-10 1.62379e-10 1.0901e-10 1.68796e-10 1.41865e-10 1.18439e-10 1.40264e-10 3.51032e-10 1.31409e-10 1.34337e-10 1.0646e-10 2.67738e-09 1.55505e-09 3.4337e-10 1.18068e-10 1.16551e-10 1.14189e-10 3.6694e-10 6.34554e-10 6.69605e-10 3.18217e-10 2.31301e-10 4.26129e-10 2.97033e-10
threshold=0.088500000000000009 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.096475000000000019 0.090100000000000013 -1.0000000180025095e-35 0.065940000000000012 -0.081399999999999986 -0.065039999999999987 0.086880000000000013 -0.096099999999999977 -0.13578499999999996 -0.080519999999999994 0.10595500000000001 -0.016469999999999995 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.087730000000000016 -0.092644999999999991 -0.044384999999999994 0.10002500000000002 0.090535000000000018 0.11067500000000001 -0.23714499999999997 -0.081099999999999992 -0.23587499999999997 0.11568500000000002 0.11475
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 16 -6 8 10 -10 -8 -11 13 -13 15 -14 17 19 -18 20 -4 -20 26 24 -24 -26 -23 -28 29 -29
right_child=-2 2 3 4 6 -7 7 -9 9 11 -12 12 14 -15 -16 -17 18 -19 21 -21 -22 22 23 -25 25 -27 27 28 -30 -31
leaf_value=2.1199220805101504e-07 -1.8496078908469828e-07 -2.6976169320076026e-07 -2.0426635908658378e-07 6.6429161762471276e-07 2.4922700024632151e-07 -4.2654415627671248e-07 2.0960234375730454e-08 -2.8197756861914059e-07 3.1426961942857126e-07 -1.3977126852838551e-07 -3.2523488627589361e-07 2.0473468691697218e-07 -3.8225761523924998e-08 -3.4296336912120754e-07 3.5207680610938046e-07 2.2520578726314966e-07 -8.8177864959959612e-07 1.1689746852994176e-06 2.0641528796058345e-07 -4.3212213919711458e-07 3.7433928284924539e-08 -4.025967416509957e-07 -1.2241682409851227e-08 -3.2678854419524823e-07 -3.2547622367928858e-08 6.3042712687123328e-07 3.3662004771173316e-07 -4.8937625315198391e-09 -4.5330413194105426e-07 3.2293108512350599e-07
leaf_weight=25 24 27 24 21 20 37 29 20 21 39 20 22 49 25 20 32 20 20 28 21 128 20 132 21 25 39 20 2143 21 28
leaf_count=25 24 27 24 21 20 37 29 20 21 39 20 22 49 25 20 32 20 20 28 21 128 20 132 21 25 39 20 2143 21 28
internal_value=0 1.43188e-09 -2.8166e-10 2.10782e-09 5.29937e-08 -3.82606e-09 9.77057e-09 -7.51871e-09 1.384e-08 4.54506e-08 -1.20344e-07 1.52623e-08 5.61158e-08 -8.65941e-08 1.22525e-07 6.5846e-08 1.98827e-09 7.35445e-08 -3.5425e-09 -5.30949e-08 -7.29275e-10 3.54863e-09 1.2292e-09 7.04816e-08 1.13046e-07 3.71453e-07 -5.50367e-09 -1.91331e-09 -5.00212e-09 -6.65713e-10
internal_weight=0 3097 3072 3045 318 2727 297 277 257 208 49 187 148 47 101 81 2690 193 2497 173 152 2477 2449 217 196 64 2232 2212 2192 2171
internal_count=3121 3097 3072 3045 318 2727 297 277 257 208 49 187 148 47 101 81 2690 193 2497 173 152 2477 2449 217 196 64 2232 2212 2192 2171
is_linear=0
shrinkage=0.1


Tree=9340
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1429 1213 52 0 52 0 1186 391 1213 1213 403 1210 1210 1209 2 401 43 133 1212 1210 130 1210 400 2 129
split_gain=9.30332e-11 5.49353e-10 3.81338e-10 9.93789e-11 2.74079e-10 1.10912e-10 9.18382e-11 3.09483e-10 6.36567e-10 5.84287e-10 1.02581e-09 1.42366e-10 2.476e-10 1.56939e-10 3.7364e-10 2.65752e-10 2.1487e-10 3.74411e-10 1.23874e-10 8.46708e-10 1.5245e-10 6.20984e-10 2.23868e-10 1.13007e-10 1.92071e-10 1.30046e-10 9.90516e-10 7.51799e-10 3.13585e-10 4.99541e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.093235000000000026 0.10611000000000001 -0.086729999999999988 0.08568000000000002 -0.079634999999999997 -0.088589999999999988 -0.086514999999999981 0.066460000000000019 0.04198000000000001 -0.55276999999999987 -0.15347999999999998 -0.094799999999999982 -0.067109999999999989 0.084715000000000013 -1.0000000180025095e-35 0.055925000000000009 0.50628500000000021 0.10321500000000002 -0.081369999999999984 0.08610000000000001 -0.066709999999999978 -1.0000000180025095e-35 0.11177500000000001 0.089245000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 11 8 -8 10 -10 -7 -13 14 15 -14 -17 -18 19 -19 21 -20 23 24 -22 26 -26 -27 29 -29
right_child=1 3 -4 4 -6 6 7 -9 9 -11 -12 12 13 -15 -16 16 17 18 20 -21 22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-1.2601938813434609e-08 5.1438400689784476e-07 -2.2107914617208739e-07 -4.0737901260610803e-07 -2.2895285491401975e-07 3.7150159840848575e-07 -2.3994377994540631e-07 5.1745003076169292e-07 -2.6418734958869293e-07 -6.5603200555349654e-07 3.0076673669087986e-07 2.6078166090725145e-07 3.4182289368123703e-07 -3.2178993825810339e-07 -2.0466773475534772e-07 3.8476677832477438e-07 -2.5396022162264369e-07 4.1360709494917755e-07 -2.1761228600597305e-07 -4.0854592427682458e-07 5.4102294788955464e-07 -2.99536128910528e-07 2.4979255181402434e-07 3.173015551800001e-07 2.082855223761726e-07 6.8724241075523476e-07 -6.631528482614613e-07 -2.9409444262554159e-09 1.8530190288020897e-07 -3.205487611414635e-07 -3.0170630334375964e-07
leaf_weight=194 21 20 28 21 20 25 33 22 26 37 23 21 26 38 25 33 22 31 38 28 22 23 22 25 21 20 2117 85 26 28
leaf_count=194 21 20 28 21 20 25 33 22 26 37 23 21 26 38 25 33 22 31 38 28 22 23 22 25 21 20 2117 85 26 28
internal_value=0 4.7748e-09 -6.23936e-08 1.05632e-09 2.6108e-09 1.11492e-11 1.71802e-09 8.03776e-08 1.44079e-07 8.08318e-10 -2.25691e-07 -2.4266e-09 -1.86722e-10 -2.9176e-09 4.01598e-11 -3.70669e-09 -4.52002e-10 2.88363e-09 -7.51088e-10 1.42418e-07 -4.23151e-09 -1.6032e-07 -2.07249e-10 -3.18728e-09 -5.46706e-09 -2.65056e-09 3.83822e-09 -8.99021e-08 -7.42002e-09 6.46273e-08
internal_weight=0 2899 222 2878 2858 2838 2817 141 119 86 49 2676 2651 2630 2592 2567 2541 2508 2486 59 2427 61 2366 2344 2319 2297 2138 159 139 113
internal_count=3121 2899 222 2878 2858 2838 2817 141 119 86 49 2676 2651 2630 2592 2567 2541 2508 2486 59 2427 61 2366 2344 2319 2297 2138 159 139 113
is_linear=0
shrinkage=0.1


Tree=9341
num_leaves=31
num_cat=0
split_feature=484 484 483 13 160 1 4 16 160 483 483 49 160 3 42 49 15 49 457 160 159 51 158 34 34 159 14 14 142 11
split_gain=9.23138e-11 1.15786e-10 2.09954e-10 3.85916e-10 1.10305e-10 5.46719e-10 5.62778e-10 5.30111e-10 2.23973e-10 1.4132e-10 3.72579e-10 1.32937e-10 3.5473e-10 4.5838e-10 4.26531e-10 7.28725e-10 3.13294e-10 2.70103e-10 2.67196e-10 2.57519e-10 5.44786e-10 1.1125e-09 3.30265e-10 1.58718e-10 3.18048e-10 1.55561e-10 1.53348e-10 2.0582e-10 5.78898e-10 2.03106e-10
threshold=-0.52850499999999989 -0.23687999999999995 -0.26461499999999999 -0.080519999999999994 0.10580000000000002 0.11146500000000002 0.022185000000000003 -0.022939999999999999 0.10285000000000001 -0.095689999999999983 -0.088629999999999987 -0.081404999999999991 0.086870000000000017 -0.082094999999999987 0.087550000000000017 -0.13878999999999997 -0.008624999999999999 -0.14750499999999997 0.084040000000000017 0.066685000000000008 0.08154500000000002 0.082455000000000014 0.084475000000000008 -0.08786999999999999 -0.081829999999999986 0.086495000000000016 0.085220000000000004 0.078235000000000013 -0.057499999999999989 -0.011194999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 8 6 7 -6 9 -3 -11 12 13 16 15 -15 17 -12 -14 23 21 -21 -22 -13 -25 -24 27 28 -26 -30
right_child=1 4 3 -5 5 -7 -8 -9 -10 10 11 19 18 14 -16 -17 -18 -19 -20 20 22 -23 25 24 26 -27 -28 -29 29 -31
leaf_value=-2.1415340228259087e-07 -6.6440329224846981e-08 2.6432985830382452e-07 -3.7735714743446028e-08 5.6158560533183599e-07 -5.4439765951504644e-07 -5.0059900249703576e-07 4.3316943324119466e-07 8.1650919027179281e-08 3.0003771144038184e-07 -4.3252002456029011e-07 2.2110157189558778e-07 2.3665520042673701e-07 -5.3143941041337964e-07 -4.3264812942512583e-08 -1.7829233231072015e-07 5.8527305956853786e-07 -4.8464936886952837e-07 -2.9861242495599077e-07 -5.7920412256283851e-08 9.8331802256268485e-09 -3.8000459682052681e-07 9.3359593904551736e-07 3.1684125481490358e-07 -3.9993786465686304e-07 5.23300450963472e-07 -4.3206269234966992e-08 2.1793851789908558e-07 -2.8785576387235782e-07 -3.2138218241328787e-07 -1.3605540503641242e-09
leaf_weight=20 33 20 21 22 21 26 24 38 25 20 20 28 26 39 33 35 26 20 22 32 20 22 20 20 21 30 32 25 20 2360
leaf_count=20 33 20 21 22 21 26 24 38 25 20 20 28 26 39 33 35 26 20 22 32 20 22 20 20 21 30 32 25 20 2360
internal_value=0 1.37989e-09 1.23288e-07 2.68894e-07 -1.68293e-09 -1.00451e-07 2.4897e-08 -1.4118e-07 2.009e-09 -5.68209e-10 -2.41355e-09 6.03687e-10 -7.38877e-08 -7.15328e-09 1.20688e-07 2.54017e-07 -2.14411e-07 -3.87554e-08 -3.1441e-07 6.86323e-09 1.47535e-07 3.86181e-07 -3.65636e-08 -9.73723e-11 -2.77254e-09 1.00813e-07 4.59071e-10 -2.40958e-09 5.62582e-10 -4.04981e-09
internal_weight=0 3101 76 43 3025 109 83 59 2916 2891 2871 2851 221 173 107 74 66 40 48 2630 124 54 70 2506 2478 50 2458 2426 2401 2380
internal_count=3121 3101 76 43 3025 109 83 59 2916 2891 2871 2851 221 173 107 74 66 40 48 2630 124 54 70 2506 2478 50 2458 2426 2401 2380
is_linear=0
shrinkage=0.1


Tree=9342
num_leaves=31
num_cat=0
split_feature=1212 401 1212 402 12 402 402 402 133 42 130 402 4 42 2 1 132 1186 1185 393 1203 402 1182 16 15 16 15 43 403 1212
split_gain=8.39734e-11 1.21415e-10 1.55387e-10 1.21863e-10 1.38265e-10 1.18243e-10 1.06184e-10 9.99603e-11 5.49695e-10 6.39188e-10 4.15508e-10 4.0013e-10 6.96434e-10 7.53884e-10 1.39661e-10 1.79878e-10 1.37056e-10 2.6762e-09 1.35276e-09 2.26175e-10 2.18303e-10 1.37561e-10 1.29498e-10 1.22089e-10 1.60803e-10 1.47867e-10 1.96538e-10 1.19624e-10 1.70933e-10 3.09994e-10
threshold=-0.53159999999999996 0.13729500000000003 0.15049500000000002 0.13597000000000001 0.090345000000000023 0.12006000000000001 0.11232500000000002 0.079755000000000006 0.10995500000000001 0.089905000000000013 -0.004729999999999999 0.086055000000000006 -0.080924999999999983 -0.021469999999999996 0.086675000000000016 0.089175000000000018 -0.083284999999999984 1.0000000180025095e-35 -0.083264999999999992 0.09389500000000002 0.085595000000000018 0.012085000000000002 0.086460000000000009 -0.095094999999999985 -0.068899999999999975 -0.072804999999999981 0.084510000000000016 -0.53814999999999991 0.12089000000000001 -0.088629999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 16 9 10 -9 -12 13 -13 15 -14 17 20 -18 21 23 22 27 -2 -25 26 -26 -20 29 -29
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 11 12 14 -15 -16 -17 18 -19 19 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-2.0425168486326584e-07 -2.2647881792181579e-07 2.3021975807849865e-07 -2.6520843270170439e-07 -1.5420414456457365e-08 3.5196585188367907e-07 -2.1739415501542683e-07 1.91413680675882e-07 -3.7581165110074894e-07 4.037794867698445e-07 -6.4907841021977222e-07 -3.4593414052660929e-07 6.6688234786245934e-09 -4.2281604675866092e-07 8.1709665396607021e-07 2.4499848511843381e-08 -3.7746921321968334e-09 -8.0024904923177376e-07 1.176505573994291e-06 2.4555097837719587e-07 2.5110167305202085e-07 -3.573804740480704e-07 2.4029026495971569e-07 -2.3143573697481658e-07 2.5810941872350667e-07 -1.4138150683200886e-07 -2.1105046910414443e-07 2.8175028523205385e-07 3.2824052047136983e-07 -2.1331227332967574e-07 -7.0785250574749643e-10
leaf_weight=20 21 23 22 20 21 25 29 34 23 20 27 24 21 22 56 20 21 20 20 37 21 24 24 25 21 29 23 29 37 2362
leaf_count=20 21 23 22 20 21 25 29 34 23 20 27 24 21 22 56 20 21 20 20 37 21 24 24 25 21 29 23 29 37 2362
internal_value=0 1.31464e-09 -3.95832e-10 1.51054e-09 1.72753e-07 -8.18129e-10 9.92707e-10 -8.72274e-10 -6.1777e-08 -1.0958e-07 -5.66876e-08 7.13716e-09 7.3801e-08 3.94265e-07 -7.81715e-08 -2.18406e-07 4.67064e-09 9.44536e-08 -9.53981e-10 5.67263e-09 -6.01252e-08 2.03446e-09 -2.78707e-10 -7.66839e-09 3.92196e-08 -3.57427e-08 7.9801e-08 1.98754e-09 -1.87507e-11 3.2819e-09
internal_weight=0 3101 3078 3056 41 3015 2990 2961 247 224 204 170 143 46 97 41 2714 160 2554 2533 140 2496 2472 119 98 73 44 2448 2428 2391
internal_count=3121 3101 3078 3056 41 3015 2990 2961 247 224 204 170 143 46 97 41 2714 160 2554 2533 140 2496 2472 119 98 73 44 2448 2428 2391
is_linear=0
shrinkage=0.1


Tree=9343
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 12 3 15 403 2 403 403 1210 403 1212 1209 1212 43 3 12 12 43 16 401 52 15 15 131 2 16 42
split_gain=8.74465e-11 6.09211e-10 3.24724e-10 9.56741e-11 1.28979e-10 1.19277e-10 1.76394e-10 1.51325e-10 1.67331e-10 8.88652e-11 1.14645e-10 1.83554e-10 1.14831e-10 9.50935e-11 1.35003e-10 1.17061e-10 2.63825e-10 6.25423e-10 1.09459e-10 4.59937e-10 1.92754e-10 3.35941e-10 1.71493e-10 6.05903e-10 1.20029e-10 1.60695e-10 7.91922e-10 2.09577e-09 4.59502e-10 1.63122e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.11242999999999999 0.11418000000000002 -0.06977499999999999 0.085315000000000016 -0.089609999999999981 0.084755000000000011 -0.55327499999999985 -0.54856499999999986 -0.40154499999999999 -0.53762499999999991 0.15049500000000002 0.10742500000000001 0.10321500000000002 0.05259500000000001 -0.082974999999999979 0.11650500000000001 0.12757000000000002 -0.23714499999999997 -0.25582999999999995 -1.0000000180025095e-35 0.10263500000000002 0.19724500000000003 0.11657500000000001 0.09055500000000001 0.093320000000000014 0.052820000000000013 0.094365000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -5 -9 -3 -11 -12 -13 14 15 18 17 -17 22 -20 -21 -22 23 -14 25 29 27 -27 -29 -24
right_child=1 9 -4 4 -6 -7 -8 8 -10 10 11 12 13 -15 -16 16 -18 -19 19 20 21 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=1.9259027027374033e-07 5.4128275960032448e-07 1.6386815750799791e-07 -3.7884133377019683e-07 1.1412500387951819e-07 -2.0692191788166762e-07 2.1350505119614907e-07 1.6791125264970314e-07 2.1637157979844582e-09 -3.3076108268106609e-07 -2.1438238141513466e-07 2.7608168882882942e-07 -2.3461494977471464e-07 1.2533167682485888e-07 -2.0697042260244626e-07 2.3790095073176567e-07 -8.50834085311995e-08 -8.3671297011910118e-08 6.6070909073542601e-07 4.0560977858852064e-07 1.8264105756315986e-07 -4.7388587148589073e-07 5.8854385150848904e-08 -1.1623218422375043e-08 -5.9686294770515473e-07 2.0919609869342649e-07 8.9672194548029438e-07 -6.3009949921403558e-07 -6.4488824690393502e-07 -1.9394036006777547e-08 6.8063811117535373e-08
leaf_weight=20 21 33 28 22 36 23 31 26 36 25 24 21 26 22 24 23 36 22 33 25 20 29 2084 21 26 20 24 23 24 293
leaf_count=20 21 33 28 22 36 23 31 26 36 25 24 21 26 22 24 23 36 22 33 25 20 29 2084 21 26 20 24 23 24 293
internal_value=0 4.62737e-09 -6.04931e-08 -1.45459e-08 -3.83547e-08 5.61937e-09 -3.59578e-08 -1.11195e-07 -1.91147e-07 7.11538e-10 -1.18096e-09 7.0912e-10 -1.65459e-09 1.0835e-10 1.76317e-09 -3.13522e-10 1.18105e-07 2.79526e-07 -3.93584e-09 9.51421e-08 -4.33096e-08 -1.58591e-07 -8.10796e-09 -1.97351e-07 -4.54163e-09 -6.79333e-09 -1.37207e-07 3.93515e-08 -3.25487e-07 -1.80063e-09
internal_weight=0 2899 222 194 174 138 115 84 62 2878 2845 2820 2796 2775 2753 2729 81 45 2648 107 74 49 2541 47 2494 2468 91 67 47 2377
internal_count=3121 2899 222 194 174 138 115 84 62 2878 2845 2820 2796 2775 2753 2729 81 45 2648 107 74 49 2541 47 2494 2468 91 67 47 2377
is_linear=0
shrinkage=0.1


Tree=9344
num_leaves=31
num_cat=0
split_feature=401 1212 1213 1213 402 1213 1213 1210 2 4 15 0 1213 402 52 1213 1213 402 1213 1209 16 1209 403 3 403 402 403 15 400 132
split_gain=8.22758e-11 1.06709e-10 9.08537e-11 7.14688e-10 5.88217e-10 5.5036e-10 8.4154e-10 1.04019e-09 4.18672e-10 7.97043e-10 6.28199e-10 1.81623e-10 1.54063e-10 6.23087e-10 4.84041e-10 3.47232e-10 1.73451e-10 5.91974e-10 2.66105e-10 1.56161e-10 4.44711e-10 1.36439e-10 1.34675e-10 1.12889e-09 1.57799e-10 5.58709e-10 1.80497e-10 5.53997e-10 2.68476e-10 3.28861e-09
threshold=0.13837000000000002 0.13713500000000003 -0.088159999999999974 -0.087049999999999975 -0.090599999999999986 -0.085714999999999986 -0.084134999999999988 -0.15347999999999998 0.084715000000000013 -0.080924999999999983 0.085035000000000013 -0.083554999999999977 -0.077179999999999985 -0.092414999999999983 0.008405000000000001 -0.069109999999999991 -0.020279999999999996 -0.064959999999999976 -0.012019999999999998 0.087170000000000011 -0.079734999999999986 -0.084519999999999984 -0.5335399999999999 -0.085709999999999995 -0.44023999999999991 -0.45454999999999995 -0.087449999999999986 0.089595000000000022 -0.077004999999999976 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 -7 -8 10 -10 -6 -11 13 -9 -15 -14 17 -17 -18 21 -21 -20 23 -23 25 -24 27 -26 29 -28
right_child=-2 -3 3 5 8 6 7 12 9 11 -12 -13 15 14 -16 16 18 -19 19 20 -22 22 24 -25 26 -27 28 -29 -30 -31
leaf_value=-5.6700470668688692e-07 -1.9726507706049494e-07 1.6788571749178741e-07 5.8486162483209883e-07 -4.9888884632309784e-07 2.2685181144359899e-07 6.1928795861118413e-07 -5.8729642205435094e-07 -2.9168852308983968e-07 5.2301018984501226e-07 4.0202460336603435e-08 -4.515426113563046e-07 -3.0396272623163346e-07 -3.9492577072828476e-07 7.195111566620801e-08 6.7742175027734927e-07 5.183868410875272e-07 -3.632011271292868e-07 -1.1741329348780028e-07 -2.1253663798385484e-07 5.4442705447854674e-07 -5.6678468585147357e-08 -3.4722998165648278e-07 2.3260688521986595e-07 7.1526342168226623e-07 1.4156558133634228e-08 -4.4973557602171845e-07 2.4991762479668998e-07 4.930540771397318e-07 1.9187942885674928e-09 -1.1861369034642908e-06
leaf_weight=21 21 38 21 22 21 22 30 23 33 46 39 23 22 31 23 27 20 32 30 20 32 20 20 20 124 30 52 30 2205 23
leaf_count=21 21 38 21 22 21 22 30 23 33 46 39 23 22 31 23 27 20 32 30 20 32 20 20 20 124 30 52 30 2205 23
internal_value=0 1.34096e-09 -7.25895e-10 3.61694e-09 -6.90484e-08 -6.53925e-10 3.21108e-09 -1.60544e-09 -4.49856e-09 1.18799e-07 -2.14105e-07 -7.45193e-08 4.70589e-09 1.44186e-07 3.29837e-07 7.38398e-10 3.98034e-09 1.73546e-07 1.70599e-10 2.95933e-09 1.74516e-07 -5.336e-10 1.98625e-09 1.84017e-07 -9.45002e-10 -1.76799e-07 2.66744e-09 1.07448e-07 -4.40986e-09 -1.90472e-07
internal_weight=0 3100 3062 2879 183 2858 2836 2814 162 102 60 69 2784 77 54 2707 2685 59 2626 2606 52 2554 2524 40 2484 50 2434 154 2280 75
internal_count=3121 3100 3062 2879 183 2858 2836 2814 162 102 60 69 2784 77 54 2707 2685 59 2626 2606 52 2554 2524 40 2484 50 2434 154 2280 75
is_linear=0
shrinkage=0.1


Tree=9345
num_leaves=31
num_cat=0
split_feature=132 1185 1203 46 150 45 11 10 0 15 2 9 4 97 2 147 148 150 160 147 48 147 3 0 3 1212 402 403 12 13
split_gain=9.84026e-11 4.76145e-10 2.71699e-10 8.89157e-11 1.0853e-10 1.46019e-10 4.36867e-10 1.25702e-10 1.83258e-09 1.7006e-09 1.00292e-09 1.64959e-10 1.13905e-10 1.04747e-10 1.60519e-10 1.09849e-10 1.96777e-10 1.50677e-10 5.74858e-10 5.74637e-10 1.53742e-10 1.63732e-10 1.16079e-10 4.01544e-10 4.09808e-10 3.05915e-10 1.4631e-09 1.20297e-09 2.38666e-10 4.41114e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.052299999999999992 -0.15178999999999995 0.094030000000000016 -0.014494999999999999 -0.011239999999999998 -0.10224499999999999 -0.10324499999999999 -0.013254999999999998 0.085555000000000006 0.41555500000000006 -0.079444999999999988 -1.0000000180025095e-35 0.099730000000000027 1.0000000180025095e-35 0.12640500000000002 -0.073679999999999982 0.092070000000000013 -0.089814999999999992 0.08789000000000001 -0.081734999999999988 0.10455500000000001 -0.081574999999999995 -0.089544999999999986 0.13775000000000001 0.104315 0.088930000000000023 -0.083499999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 -6 8 -8 -10 -11 13 -13 -9 -15 16 17 19 -19 20 -16 22 -22 24 -24 27 28 -26 29 -27
right_child=1 3 -4 4 5 -7 7 11 9 10 -12 12 -14 14 15 -17 -18 18 -20 -21 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-2.2134571549302274e-08 4.7935607875886152e-07 -2.0866190737933725e-07 -3.5536200308732601e-07 1.8901608660184462e-07 4.4725198142197606e-07 -2.0510186831004646e-07 -9.4516019435970873e-07 -1.6612930620352485e-07 6.7678077968480472e-07 -8.0468037083392124e-07 7.4251069792341227e-08 3.7191047525197978e-07 5.1732288696371146e-08 2.0466545592876757e-07 2.6294473023178644e-07 2.1316524415245418e-07 -2.8095003108319361e-07 1.5493631512806763e-07 -5.2375590865831147e-07 5.0201007297800968e-07 2.2679236691114275e-08 -2.6250144316009031e-07 -4.1367165758288138e-07 -4.1033845897905285e-07 8.5638289224476696e-07 -1.5562491153374057e-07 -8.6620423758176921e-07 -3.0498348166929651e-08 4.71475137072345e-08 2.5606957135849872e-08
leaf_weight=194 21 20 28 31 22 34 21 37 32 20 37 20 25 39 22 24 25 26 24 23 1157 24 25 26 20 226 20 65 502 331
leaf_count=194 21 20 28 31 22 34 21 37 32 20 37 20 25 39 22 24 25 26 24 23 1157 24 25 26 20 226 20 65 502 331
internal_value=0 4.91631e-09 -6.41633e-08 1.45445e-09 2.92483e-09 8.84209e-10 3.39174e-09 -1.32235e-10 -1.04888e-07 9.33783e-08 -2.34146e-07 4.19815e-09 1.94034e-07 9.32629e-10 3.32941e-09 2.38027e-10 -1.79307e-09 1.00858e-09 -1.70836e-07 4.52854e-09 -2.03499e-10 -2.61972e-09 9.77682e-12 -2.15775e-08 -1.30764e-08 -4.47259e-09 -1.88613e-08 1.7818e-07 -2.85862e-09 -4.7927e-08
internal_weight=0 2899 222 2878 2858 2827 2793 2771 110 89 57 2661 45 2616 2579 2540 2516 2491 50 2441 2418 2396 2372 1215 1189 1164 1079 85 1059 557
internal_count=3121 2899 222 2878 2858 2827 2793 2771 110 89 57 2661 45 2616 2579 2540 2516 2491 50 2441 2418 2396 2372 1215 1189 1164 1079 85 1059 557
is_linear=0
shrinkage=0.1


Tree=9346
num_leaves=31
num_cat=0
split_feature=11 142 147 147 34 12 33 40 9 147 16 147 44 45 1186 132 2 132 50 1185 2 15 13 43 10 13 13 16 0 1428
split_gain=1.03305e-10 9.5031e-11 1.1698e-10 1.74969e-10 1.08999e-10 1.00673e-09 3.55718e-10 2.74328e-10 4.09823e-10 1.42579e-10 2.23079e-10 9.38175e-11 1.11858e-10 3.36356e-10 9.84892e-11 6.11176e-10 3.42521e-10 3.03464e-10 3.84869e-09 2.18891e-09 2.47995e-10 2.13434e-10 1.53418e-10 4.45511e-10 3.12117e-10 6.21884e-10 1.81819e-10 5.46775e-10 3.58854e-10 3.24249e-10
threshold=-0.072629999999999986 -0.057499999999999989 0.099730000000000027 0.093875000000000014 -0.057544999999999992 -0.040564999999999997 -1.0000000180025095e-35 -0.07632499999999999 -0.087089999999999987 0.08845500000000002 -0.010264999999999998 0.086575000000000013 0.099360000000000018 0.081955000000000014 0.057025000000000006 -0.08101499999999999 0.087625000000000022 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 0.094215000000000007 0.092400000000000024 0.24813000000000004 -0.40263499999999991 -0.38124499999999995 0.19762500000000002 0.10002500000000002 0.26676500000000009 -0.082184999999999994 -0.071779999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -6 8 -3 11 -11 12 13 14 17 -16 -17 18 21 -19 -18 -8 24 -24 -21 26 29 28 -28 -26
right_child=1 2 -4 -5 6 -7 9 -9 -10 10 -12 -13 -14 -15 15 16 20 19 -20 22 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-2.2104827340827104e-07 -2.0560120245508273e-07 3.8065544520518215e-07 1.821815147530338e-07 -2.5744742450010211e-07 -4.2070459471688082e-07 7.2085312102523231e-07 1.6680713836960273e-08 -3.6815850147523376e-07 -1.6589728194581293e-07 3.9003612262907457e-07 -2.8976772915290931e-08 -2.1107135672710207e-07 -2.014883316784714e-07 4.0173901322218406e-07 -5.9136247045898935e-07 3.2432931769986998e-07 -3.7440490349250801e-07 -1.0476901564970832e-06 1.4376277694339024e-06 2.9535702884763364e-07 7.4254031012799268e-08 -3.0495593369058349e-07 2.0745607135044911e-08 -5.0480387554700985e-07 -3.4292169028015418e-07 -5.265388521474341e-07 3.3294906022942798e-07 5.1467000210842736e-07 -1.3620364597447374e-07 5.7415545360519429e-09
leaf_weight=21 22 23 36 26 20 21 147 21 34 24 27 21 27 21 20 26 22 20 20 37 28 24 54 23 27 22 23 28 56 2200
leaf_count=21 22 23 36 26 20 21 147 21 34 24 27 21 27 21 20 26 22 20 20 37 28 24 54 23 27 22 23 28 56 2200
internal_value=0 1.49623e-09 2.97646e-09 8.55687e-10 3.08244e-09 1.06274e-07 -4.19788e-10 -5.91892e-08 5.46415e-08 2.48173e-09 1.68206e-07 -4.88027e-10 1.07737e-09 3.03208e-09 1.70112e-11 -9.9505e-08 2.99311e-08 3.58065e-09 1.25056e-07 -5.73733e-09 -1.23156e-07 -2.84613e-08 2.69953e-09 -1.36237e-07 7.17011e-09 2.64425e-09 7.63227e-09 1.34964e-07 3.85117e-10 1.51438e-09
internal_weight=0 3100 3078 3042 3016 99 2917 78 57 2897 51 2846 2825 2798 2777 96 76 2681 191 2490 50 171 2470 77 2393 2356 2334 107 79 2227
internal_count=3121 3100 3078 3042 3016 99 2917 78 57 2897 51 2846 2825 2798 2777 96 76 2681 191 2490 50 171 2470 77 2393 2356 2334 107 79 2227
is_linear=0
shrinkage=0.1


Tree=9347
num_leaves=31
num_cat=0
split_feature=156 472 1429 471 132 399 1203 50 1213 160 2 403 0 1211 1447 4 481 403 52 403 3 2 1210 394 1186 402 401 1455 1455 1453
split_gain=9.65131e-11 1.25507e-10 1.30005e-10 1.52027e-10 9.55464e-11 4.19435e-10 3.18466e-10 1.22684e-10 8.82869e-11 1.07207e-09 4.96361e-10 1.09709e-09 3.43103e-10 2.66246e-10 2.75766e-10 1.80497e-09 5.63273e-10 4.98984e-10 2.54659e-10 3.0414e-10 7.07566e-10 2.50179e-10 1.75032e-10 1.54503e-10 1.57249e-10 1.47926e-10 2.41187e-10 1.4102e-10 7.57323e-10 6.05997e-10
threshold=0.3248100000000001 -0.097514999999999977 0.12387000000000002 0.10277000000000001 -0.083449999999999983 0.091580000000000009 0.089480000000000018 0.093975000000000017 0.04198000000000001 -0.025879999999999997 0.085345000000000018 -0.41175999999999996 -0.082394999999999982 0.11013500000000002 -0.085949999999999985 -0.081609999999999988 -0.081334999999999977 -0.55049499999999985 0.10473500000000001 -0.028309999999999998 -0.079594999999999985 0.087955000000000019 -0.21410999999999997 1.0000000180025095e-35 -0.085584999999999981 -0.45015499999999992 -0.13200999999999999 0.088115000000000013 0.090900000000000022 -0.078454999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 8 7 -3 13 -10 11 -11 -13 14 15 -6 -17 -16 19 20 -12 -18 -19 25 -25 -24 -27 -28 -29 -30
right_child=-2 2 -4 -5 5 -7 -8 -9 9 10 18 12 -14 -15 17 16 21 22 -20 -21 -22 -23 23 24 -26 26 27 28 29 -31
leaf_value=2.512097262297175e-07 -2.0409307764971942e-07 1.7071650891661453e-09 -2.4233050933989121e-07 2.4722135253796295e-07 -8.0298684129194313e-07 3.3450762590279594e-07 -4.4460441174010161e-07 -2.5408811484881188e-07 7.2254256709475779e-07 -8.5063677261132394e-07 2.0936580110198543e-07 2.7737809336241091e-07 -2.4695221595057623e-07 -3.0111151739712724e-07 4.1786298375502064e-07 4.1267489089246934e-07 -3.7232824597181624e-07 -2.3946746990096321e-07 4.3956542000955778e-07 3.4676693765334222e-07 -4.7135053128281124e-07 9.4532896384909781e-08 -2.3253229675935508e-07 3.7818330246802194e-07 -9.2462792622427522e-09 3.4865853422161312e-07 6.2598140413394849e-09 -6.2193403679252102e-07 5.0696272694494834e-07 -9.6535854818813103e-08
leaf_weight=20 23 175 22 25 31 38 20 21 22 20 37 26 24 30 29 33 22 30 20 24 26 24 27 22 20 20 2148 23 20 99
leaf_count=20 23 175 22 25 31 38 20 21 22 20 37 26 24 30 29 33 22 30 20 24 26 24 27 22 20 20 2148 23 20 99
internal_value=0 1.51275e-09 -1.09716e-10 1.63402e-09 -3.91609e-10 4.52654e-09 -6.4487e-08 -2.56995e-08 1.11367e-11 6.41875e-08 -1.76419e-08 -2.24682e-07 2.56995e-08 -4.94274e-09 -1.45567e-09 -1.56334e-07 9.74157e-08 5.53228e-09 1.17805e-07 4.38371e-08 -7.15647e-08 -1.28749e-07 5.6857e-10 3.59551e-09 1.93693e-07 1.79119e-10 2.89912e-09 -1.2061e-10 -9.66358e-08 4.89248e-09
internal_weight=0 3098 3078 3056 3031 2815 216 196 2777 199 177 70 50 2578 2548 110 79 2438 107 87 63 46 2409 2379 42 2337 2310 2290 142 119
internal_count=3121 3098 3078 3056 3031 2815 216 196 2777 199 177 70 50 2578 2548 110 79 2438 107 87 63 46 2409 2379 42 2337 2310 2290 142 119
is_linear=0
shrinkage=0.1


Tree=9348
num_leaves=31
num_cat=0
split_feature=11 45 46 1429 156 1425 1426 12 130 1 1 1 376 376 133 39 9 33 123 10 2 2 43 0 1184 40 40 16 151 42
split_gain=8.42065e-11 8.60154e-11 4.33401e-10 2.59797e-10 2.18594e-10 1.03392e-10 1.35329e-10 9.08098e-11 1.63604e-10 9.88992e-11 2.83605e-10 1.94343e-10 1.61419e-10 2.71613e-10 2.51717e-10 1.84329e-10 6.91874e-10 4.63985e-10 1.44506e-10 1.39845e-10 3.74553e-10 1.64178e-10 1.36123e-10 1.46832e-10 1.29761e-10 1.3211e-10 1.82142e-10 1.14168e-10 1.1861e-10 5.28334e-10
threshold=-0.072629999999999986 0.084355000000000013 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.10129000000000002 1.0000000180025095e-35 0.23631000000000002 -0.22461999999999996 0.13686500000000004 0.13471500000000003 0.13842500000000005 0.085245000000000015 0.084495000000000015 0.089595000000000022 -1.0000000180025095e-35 0.092235000000000011 -0.0066799999999999993 0.094615000000000019 -0.084119999999999986 -0.045829999999999989 -0.0050599999999999994 -0.041049999999999996 -0.12333499999999999 0.088135000000000019 -0.083564999999999987 -0.079414999999999986 0.63636000000000015 -0.089594999999999994 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 -5 10 12 -11 13 15 -14 -10 17 -17 22 -19 -21 -22 -13 -24 25 -23 -27 28 29 -28
right_child=1 2 -4 4 -6 -7 -8 -9 9 11 -12 18 14 -15 -16 16 -18 19 -20 20 21 24 23 -25 -26 26 27 -29 -30 -31
leaf_value=-1.9956942968032569e-07 -3.5996749929267936e-07 4.897179185192613e-07 -1.1977903910625238e-07 2.4586452885462985e-07 3.3114274263112979e-07 -2.0728278637231294e-07 2.6035861335316211e-07 -2.0785246698822105e-07 2.6050179068685491e-07 -3.5719990882719023e-07 3.522893029044198e-07 -2.992734130697025e-07 -3.3682734648924198e-07 3.6157900651579397e-07 6.9556537385795787e-08 4.7123240711871841e-07 -5.0573881656680022e-07 2.1395279181509371e-07 1.9132235422603118e-07 -4.1405523606127565e-07 2.4561622853769691e-07 -2.287030755496744e-07 -2.4165548680343822e-07 8.3990238156022532e-08 -2.2453623575831199e-07 2.8878722017369994e-07 -1.0524814464721513e-07 2.1237221699266232e-07 -8.5048475766337823e-09 2.4659608343018191e-07
leaf_weight=21 20 20 28 27 20 24 20 21 27 22 23 23 35 21 27 21 27 30 23 22 27 25 20 45 26 22 82 25 2258 89
leaf_count=21 20 20 28 27 20 24 20 21 27 22 23 23 35 21 27 21 27 30 23 22 27 25 20 45 26 22 82 25 2258 89
internal_value=0 1.35332e-09 1.34178e-07 -7.35668e-10 1.63394e-09 -5.54038e-10 1.10643e-09 -6.40548e-10 8.36021e-10 -1.42965e-09 2.59068e-09 -8.56753e-08 -3.19255e-10 3.34142e-09 -1.59854e-07 5.35379e-10 -2.10934e-09 3.0669e-09 -3.18597e-08 -7.05729e-10 -3.20563e-09 3.33399e-10 -9.01913e-08 -1.62084e-08 -2.28735e-09 2.31128e-11 2.33255e-09 -2.35508e-10 -2.42373e-09 7.78755e-08
internal_weight=0 3100 48 3052 3032 3012 2988 2968 2947 2920 2787 133 2764 2702 62 2681 2654 2627 111 2606 2576 2554 88 65 2527 2501 2476 2454 2429 171
internal_count=3121 3100 48 3052 3032 3012 2988 2968 2947 2920 2787 133 2764 2702 62 2681 2654 2627 111 2606 2576 2554 88 65 2527 2501 2476 2454 2429 171
is_linear=0
shrinkage=0.1


Tree=9349
num_leaves=31
num_cat=0
split_feature=472 1429 1425 16 16 52 1 2 157 4 43 16 130 12 15 15 2 3 1456 1455 1455 42 42 4 16 4 45 11 12 9
split_gain=1.03096e-10 2.10924e-10 1.12109e-10 1.148e-10 2.61258e-10 6.91724e-10 2.87822e-10 4.48918e-10 2.75619e-10 2.5884e-10 3.75836e-10 2.93432e-10 2.09475e-10 2.13099e-10 2.02285e-10 3.8464e-10 2.97249e-10 3.0286e-10 1.81049e-10 2.0439e-10 2.75156e-10 2.06808e-10 1.77871e-10 1.8355e-10 5.75204e-10 2.63302e-10 2.63753e-10 6.30194e-10 2.07618e-10 3.24067e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 0.31475000000000003 0.15891500000000003 0.091275000000000009 0.085475000000000009 0.097605000000000011 -0.076494999999999994 -0.50052499999999989 -0.095049999999999982 0.63636000000000015 -0.22699999999999995 0.14786000000000002 -0.059484999999999989 -0.068899999999999975 0.10981000000000002 -0.073309999999999986 0.11510000000000002 -0.097209999999999977 -0.089344999999999994 -0.23037499999999997 -0.16797499999999996 -0.15289999999999995 -0.077589999999999978 -0.14098499999999997 0.094030000000000016 -0.014494999999999999 0.12757000000000002 0.092410000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 12 6 7 -6 -8 -5 -11 14 -3 18 15 -12 17 -16 19 -14 -21 -22 -23 24 -24 -25 27 -27 29 -29
right_child=1 2 -4 9 5 -7 8 -9 -10 10 11 -13 13 -15 16 -17 -18 -19 -20 20 21 22 23 25 -26 26 -28 28 -30 -31
leaf_value=-2.0645722464962546e-07 3.0330795581789975e-07 -3.0467411162052572e-07 -2.206036418042261e-07 2.9768878881952789e-07 -6.5423013021851755e-09 -6.2343924002542896e-07 4.3210947147542817e-07 -5.0401656936243781e-07 -3.3247798236451282e-08 -2.7010144620860317e-07 6.9098894291878079e-08 3.9731150945954144e-07 -2.3781757969329774e-07 2.3422802527761635e-07 -1.7211909878231822e-07 -3.6378538100715714e-07 4.4266424540732418e-07 3.0059003229301043e-07 2.5004388430128029e-07 3.54262342063614e-07 2.7426682746804718e-07 -2.9379882778898936e-07 5.0666798580127291e-07 -3.4469735358979761e-07 8.3524710703386529e-10 5.5749838054452996e-07 -3.5737829078709095e-07 -8.6686560089785518e-09 -3.2709936657937534e-07 2.7859030705457143e-07
leaf_weight=24 23 22 23 40 60 24 20 26 35 37 65 25 36 40 33 30 24 23 29 22 27 21 29 23 100 20 21 2159 20 40
leaf_count=24 23 22 23 40 60 24 20 26 35 37 65 25 36 40 33 30 24 23 29 22 27 21 29 23 100 20 21 2159 20 40
internal_value=0 1.60428e-09 -6.53102e-10 1.005e-09 -5.12465e-09 -1.27158e-07 -4.26841e-08 -1.56941e-07 1.35973e-07 6.239e-08 2.26771e-08 7.68412e-08 2.59303e-09 5.20605e-09 3.10597e-08 -6.76014e-08 1.4822e-07 2.20293e-08 1.60931e-09 -1.25193e-09 2.17932e-09 -9.69388e-10 -4.0238e-09 -1.50088e-09 1.1455e-07 -8.05827e-09 -4.63229e-09 -1.32382e-09 -6.36052e-09 -3.44339e-09
internal_weight=0 3097 3074 3051 2774 165 141 86 55 277 237 200 2609 2587 175 95 80 56 2547 2518 2482 2460 2433 2412 129 2283 2260 2239 2219 2199
internal_count=3121 3097 3074 3051 2774 165 141 86 55 277 237 200 2609 2587 175 95 80 56 2547 2518 2482 2460 2433 2412 129 2283 2260 2239 2219 2199
is_linear=0
shrinkage=0.1


Tree=9350
num_leaves=31
num_cat=0
split_feature=11 46 453 156 472 1429 157 120 482 2 482 483 484 12 482 453 482 148 33 447 39 151 49 1 34 123 16 131 131 48
split_gain=1.0124e-10 9.92648e-11 1.17672e-10 8.55809e-11 1.08436e-10 1.05148e-10 1.22574e-10 8.45601e-11 1.8665e-10 7.33843e-10 4.93979e-10 5.22326e-10 4.31674e-10 4.97722e-10 3.20309e-10 1.85193e-10 1.55612e-10 1.74492e-10 1.67348e-10 1.40118e-10 1.35641e-10 1.2447e-10 3.35265e-10 1.68942e-10 3.65454e-10 3.22126e-10 2.30591e-10 1.51199e-10 1.54371e-10 1.36732e-10
threshold=-0.072629999999999986 0.10987500000000001 0.10071000000000001 0.3248100000000001 -0.097514999999999977 0.12387000000000002 0.41580000000000006 0.09852000000000001 0.097415000000000015 0.10912000000000001 0.089745000000000005 0.086230000000000015 -0.017214999999999998 0.093965000000000007 0.087870000000000018 0.086795000000000011 0.085330000000000017 -0.10069499999999999 -0.0066799999999999993 0.094580000000000011 -1.0000000180025095e-35 0.10561000000000002 -0.031119999999999998 0.13820500000000002 -0.08786999999999999 0.091810000000000017 -0.27167499999999994 0.13767000000000004 0.13299000000000002 -0.11155999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 10 12 14 -12 -10 -14 15 16 17 -6 -19 20 -20 23 -23 24 -22 26 -25 28 29 -26
right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11 11 -13 13 -15 -16 -17 -18 18 19 -21 21 22 -24 25 27 -27 -28 -29 -30 -31
leaf_value=-2.1882767007108144e-07 2.3508472111188896e-07 2.1314141918082896e-07 -2.4180355019609582e-07 -1.9062040034550198e-07 2.8660456472434385e-07 -2.1635390287403056e-07 2.1924801190974763e-07 -1.9415099772727857e-07 3.879094385504025e-07 6.6219908882474218e-07 -3.1791454802032604e-08 -7.1153944383617337e-07 6.4017415392451468e-08 -5.2557146302336024e-07 3.8311689575142407e-07 2.5590795209901831e-07 -2.8049774936533827e-07 2.3615656292106687e-07 -1.8811922429379664e-07 -2.2789088863614131e-07 4.0700107449124937e-07 3.9238390835786661e-07 -1.4036577340448277e-07 -5.268459923193157e-07 -2.4492949720574275e-07 1.9257819587892301e-07 -1.088864298174375e-07 -2.5758408297534795e-07 2.7669905136917807e-07 6.1158788475782834e-11
leaf_weight=21 20 22 20 23 21 22 26 22 22 21 26 20 45 21 22 28 20 29 39 28 22 27 21 22 23 20 33 23 20 2392
leaf_count=21 20 22 20 23 21 22 26 22 22 21 26 20 45 21 22 28 20 29 39 28 22 27 21 22 23 20 33 23 20 2392
internal_value=0 1.48095e-09 -3.1888e-11 1.54935e-09 3.00566e-09 1.46617e-09 3.06725e-09 1.17285e-09 2.63197e-09 1.31046e-07 -2.30353e-09 -3.27334e-07 4.29308e-09 -1.23579e-07 3.05539e-09 3.4674e-11 -2.58009e-09 -5.36577e-10 -2.77072e-09 -5.36582e-09 -3.00749e-09 -2.34011e-10 1.59306e-07 -3.23124e-09 1.24052e-09 -1.51097e-07 -2.7607e-07 -2.39119e-09 1.92585e-11 -2.27209e-09
internal_weight=0 3100 3078 3058 3035 3015 2993 2967 2945 109 2836 46 88 66 2790 2768 2740 2720 2699 2670 2642 2603 48 2555 2480 75 55 2458 2435 2415
internal_count=3121 3100 3078 3058 3035 3015 2993 2967 2945 109 2836 46 88 66 2790 2768 2740 2720 2699 2670 2642 2603 48 2555 2480 75 55 2458 2435 2415
is_linear=0
shrinkage=0.1


Tree=9351
num_leaves=31
num_cat=0
split_feature=105 34 9 4 34 33 1 15 142 45 46 147 147 1426 156 0 48 3 3 51 16 2 0 1 1 43 1 48 0 48
split_gain=9.18101e-11 1.16562e-10 1.69755e-10 3.10871e-10 3.08527e-10 3.49108e-10 2.16059e-10 2.60107e-10 1.25369e-10 1.77027e-10 6.3899e-10 1.1369e-10 1.49613e-10 2.30027e-10 1.70697e-10 1.03007e-10 3.47195e-10 7.08212e-10 6.66465e-10 5.47508e-10 2.86448e-10 3.20065e-10 1.32044e-10 1.19217e-10 3.06126e-10 2.00492e-10 1.61975e-10 2.08735e-10 1.60797e-10 1.55433e-10
threshold=0.080965000000000023 -0.097449999999999981 -0.085744999999999988 0.2623950000000001 -0.057544999999999992 -1.0000000180025095e-35 0.16540500000000002 -0.56020999999999987 -0.057499999999999989 0.083445000000000005 0.10987500000000001 0.099730000000000027 0.093875000000000014 -0.094284999999999994 0.15965000000000004 -0.15599999999999997 0.12879500000000002 0.10732000000000001 0.096675000000000011 0.089355000000000004 -0.091354999999999978 0.11362000000000001 -0.15202999999999997 0.13559000000000002 0.13210500000000003 -0.065269999999999981 0.12500000000000003 0.12649500000000002 -0.052984999999999997 0.11013500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 7 -7 -9 11 -11 12 13 -10 15 16 17 18 19 20 21 -15 -17 24 26 -25 27 29 -27 -24
right_child=-2 2 4 -5 5 6 -8 8 9 10 -12 -13 -14 14 -16 22 -18 -19 -20 -21 -22 -23 23 25 -26 28 -28 -29 -30 -31
leaf_value=2.3086917092417606e-07 -1.9483461670688486e-07 3.7210086171276442e-08 3.2737041007537519e-07 -4.8719576490441346e-07 -4.1677654564864498e-07 -3.2777198590849824e-07 3.1464375903117965e-07 2.4623856440425266e-07 3.3392956338286152e-07 -5.4591819592294158e-07 2.1941885790965901e-07 1.9454543887824852e-07 -2.3678357632224316e-07 -3.6384491163811686e-07 -2.638172433104084e-07 -2.2516667723511301e-07 -2.826489938642048e-07 5.8800369728828628e-07 -4.679393694831643e-07 5.8050772237679249e-07 2.5626295358923319e-07 1.6395736878394019e-07 4.4843286984217149e-09 -3.401284366780736e-07 3.7670740356593966e-07 -1.7904233115865314e-07 -2.6810511728279286e-07 2.8095663643162647e-07 1.5117920350841512e-07 -2.0487163428444749e-07
leaf_weight=22 24 26 29 20 20 24 22 21 21 24 20 31 26 27 24 26 23 28 22 22 30 20 2376 27 22 29 22 27 30 36
leaf_count=22 24 26 29 20 20 24 22 21 21 24 20 31 26 27 24 26 23 28 22 22 30 20 2376 27 22 29 22 27 30 36
internal_value=0 1.50856e-09 -1.32389e-10 -1.90792e-07 2.76308e-09 -3.74795e-10 2.41985e-09 9.7695e-11 2.77966e-09 1.02455e-09 -1.98038e-07 4.07743e-09 1.99692e-09 4.2047e-09 1.72379e-09 4.027e-09 7.89704e-08 1.34791e-07 2.99151e-08 1.40549e-07 1.48471e-08 -1.39248e-07 -9.40342e-10 1.32898e-09 5.33809e-09 -1.14422e-07 2.01825e-09 4.45478e-09 -1.11331e-08 1.35961e-09
internal_weight=0 3097 3075 46 3029 3000 2980 2958 2934 2913 44 2869 2838 2812 2791 2767 172 149 121 99 77 47 2595 2569 2483 86 2461 2439 59 2412
internal_count=3121 3097 3075 46 3029 3000 2980 2958 2934 2913 44 2869 2838 2812 2791 2767 172 149 121 99 77 47 2595 2569 2483 86 2461 2439 59 2412
is_linear=0
shrinkage=0.1


Tree=9352
num_leaves=31
num_cat=0
split_feature=1210 1210 1208 1208 1209 52 402 13 0 471 1429 474 1429 484 16 52 1425 155 157 4 4 153 0 4 39 51 13 1 42 1429
split_gain=8.57795e-11 1.39361e-10 9.18439e-11 1.2547e-10 9.32428e-11 2.62801e-10 1.43176e-10 8.36661e-11 3.242e-10 2.70489e-10 1.90618e-10 3.02845e-10 2.61998e-10 1.70917e-10 5.58955e-10 2.9211e-10 1.56539e-10 1.7545e-10 1.57072e-10 1.83302e-10 5.69112e-10 2.16196e-10 1.61918e-10 1.73639e-10 1.55268e-10 2.22959e-10 2.13113e-10 2.46227e-10 2.1764e-10 1.34889e-10
threshold=-0.40154499999999999 -0.15347999999999998 0.11846000000000001 0.10480500000000002 0.088775000000000007 0.089575000000000016 -0.10145999999999998 0.10002500000000002 0.12358500000000001 -0.083284999999999984 -0.23587499999999997 0.11568500000000002 0.11475 0.090535000000000018 -0.43320999999999993 0.092320000000000013 0.09198000000000002 0.11562500000000002 -0.41266499999999995 -0.50690499999999983 -0.52556499999999995 1.0000000180025095e-35 0.15398500000000004 -0.39518999999999993 0.11785000000000002 -0.22258499999999998 0.24394000000000002 0.077565000000000009 -0.09693499999999998 -0.066319999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 -6 9 13 -3 -11 12 16 14 -9 24 17 18 -12 20 -20 22 23 -21 25 -16 27 -27 -28 -25
right_child=1 2 -4 -5 5 -7 -8 8 -10 10 11 -13 -14 -15 15 -17 -18 -19 19 21 -22 -23 -24 29 -26 26 28 -29 -30 -31
leaf_value=1.6287906845491307e-07 -2.584242985952707e-07 -3.6535881533728526e-07 1.9492101266394002e-07 -2.5111710186820348e-07 -2.0234814021529763e-07 4.1034659762404084e-07 1.3595748896967773e-07 5.4711397297069202e-07 3.9366187290568178e-07 2.8158529822828471e-07 2.5902836039325521e-07 -3.4074339288913005e-07 2.8487794543986141e-07 -2.3787735189036618e-07 3.9484117252186486e-07 -2.6971999440255398e-07 2.5803224161791151e-07 -2.5027059630626051e-07 1.0257164262839069e-07 2.1564884245644616e-07 -4.85805513918539e-07 -3.1004343363203746e-07 -2.5020651784975947e-07 1.7281447921258999e-07 -2.1229198694072692e-07 1.0723505755916655e-07 8.7484119351951708e-09 -2.8820680992858176e-07 3.9506306325165496e-07 -5.9382991670608187e-09
leaf_weight=32 21 21 24 20 22 21 29 20 25 23 22 27 31 24 20 35 22 30 35 37 31 23 26 43 20 31 35 32 25 2314
leaf_count=32 21 21 24 20 22 21 29 20 25 23 22 27 31 24 20 35 22 30 35 37 31 23 26 43 20 31 35 32 25 2314
internal_value=0 -1.69246e-09 6.48315e-11 -1.47149e-09 1.7961e-10 1.12616e-07 -9.97827e-09 -2.56275e-09 5.08239e-08 -7.8716e-09 -5.05357e-09 -7.54985e-09 -4.1083e-09 1.54068e-08 4.32913e-08 -7.59988e-09 -7.57658e-09 -9.85827e-09 -7.00865e-09 -9.34138e-09 -1.73787e-07 -4.89872e-09 -1.99858e-09 6.97078e-10 4.86836e-08 8.51837e-08 3.48328e-08 -9.36243e-08 1.69713e-07 -2.67722e-09
internal_weight=0 3089 3068 3044 3024 72 51 2952 267 2685 2664 2641 2614 242 218 198 2583 2561 2531 2509 66 2443 2420 2394 163 143 123 63 60 2357
internal_count=3121 3089 3068 3044 3024 72 51 2952 267 2685 2664 2641 2614 242 218 198 2583 2561 2531 2509 66 2443 2420 2394 163 143 123 63 60 2357
is_linear=0
shrinkage=0.1


Tree=9353
num_leaves=31
num_cat=0
split_feature=1429 156 1429 1204 1186 133 132 132 393 0 52 12 13 394 390 128 403 128 0 43 2 130 0 12 133 4 3 2 2 2
split_gain=9.76186e-11 2.56269e-10 1.04281e-10 8.03737e-11 1.15128e-10 4.91613e-10 2.6922e-10 3.25987e-09 2.25252e-09 2.11312e-10 2.04067e-10 2.02604e-10 1.94008e-10 1.09467e-10 2.63311e-10 1.48144e-10 4.97188e-10 2.02965e-10 1.35997e-10 1.29648e-10 2.21646e-10 2.15472e-10 1.64554e-10 2.11115e-10 1.94238e-10 1.53875e-10 4.94907e-10 1.36704e-10 7.5735e-10 3.98792e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.053645000000000005 0.057025000000000006 -0.025314999999999994 -0.083284999999999984 -0.085749999999999979 0.11333500000000001 -0.09515499999999999 0.085175000000000015 0.11418000000000002 -0.00096999999999999983 -0.11103499999999998 0.086130000000000012 0.10318000000000001 -0.070544999999999983 0.099125000000000005 -0.077999999999999986 -0.50775499999999985 0.08734500000000002 -0.22699999999999995 0.18019500000000002 0.13043000000000002 1.0000000180025095e-35 -0.51843499999999987 -0.017889999999999996 0.10613000000000002 0.10497000000000002 0.10699500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 10 7 9 13 -4 -6 12 -11 -8 15 17 -17 19 -18 20 -15 -21 23 25 -25 26 -23 28 -27 -29
right_child=1 -3 3 -5 5 -7 8 -9 -10 11 -12 -13 -14 14 -16 16 18 -19 -20 21 -22 22 -24 24 -26 27 -28 29 -30 -31
leaf_value=-2.0990767756695112e-07 -2.1776925223093714e-07 3.5828715908792221e-07 1.5936965166031913e-07 1.6360425078687515e-07 -6.320048336266629e-08 -4.1531457049907609e-07 2.2487435493510266e-07 1.2061740496468096e-06 -1.0624265348724294e-06 -1.1902003996223197e-07 3.194167712550211e-07 -3.4132043915515795e-07 2.2870871256535405e-07 -5.9124753788538611e-08 -3.6059564834545204e-07 5.6904238473265426e-07 -1.5131792595422756e-07 -3.1769818221505374e-07 1.6961650208427075e-07 -3.2791969601930764e-07 3.7102242890796338e-07 -5.4236352961349139e-07 -2.3946412233450636e-07 4.0436628361817389e-07 2.0874772792873436e-08 8.4116066515210551e-09 9.9837610280571549e-08 -4.2246919324913265e-07 5.1499093918513006e-07 -2.1194541836180041e-08
leaf_weight=22 22 20 38 30 46 34 22 24 20 68 20 29 21 23 20 20 31 20 23 20 25 21 28 25 28 1815 28 26 30 522
leaf_count=22 22 20 38 30 46 34 22 24 20 68 20 29 21 23 20 20 31 20 23 20 25 21 28 25 28 1815 28 26 30 522
internal_value=0 1.48552e-09 -8.32124e-10 7.29085e-10 -8.85139e-10 -1.06396e-07 2.7196e-09 1.21197e-07 -5.04375e-09 -4.57226e-08 5.27441e-08 -1.11769e-07 -3.69717e-08 2.71116e-09 9.04292e-10 3.59703e-09 1.43124e-07 -3.57391e-10 -1.46236e-08 2.09217e-09 1.6491e-07 -9.81076e-10 1.61059e-09 4.31604e-09 2.01767e-07 3.06566e-11 -1.75391e-07 3.62267e-09 1.66487e-08 -4.02331e-08
internal_weight=0 3099 3079 3057 3027 100 2927 180 2747 156 66 118 89 2727 2705 2685 74 2611 54 2591 48 2543 2523 2495 53 2442 49 2393 1845 548
internal_count=3121 3099 3079 3057 3027 100 2927 180 2747 156 66 118 89 2727 2705 2685 74 2611 54 2591 48 2543 2523 2495 53 2442 49 2393 1845 548
is_linear=0
shrinkage=0.1


Tree=9354
num_leaves=31
num_cat=0
split_feature=132 393 1203 0 16 130 12 43 12 1429 156 1429 131 131 1447 160 481 484 403 160 480 484 15 130 42 1212 1 39 131 1428
split_gain=9.20189e-11 4.17116e-10 2.61032e-10 9.13543e-11 1.24571e-10 1.69571e-10 1.90489e-10 1.58811e-10 1.16965e-10 8.87706e-11 2.05743e-10 9.53684e-11 8.93474e-11 3.81911e-10 4.84211e-10 1.11323e-09 2.84108e-10 7.97531e-10 4.63738e-10 2.07176e-10 1.51104e-10 1.48648e-10 4.05747e-10 2.05384e-10 7.3463e-10 5.97444e-10 2.05187e-10 1.65946e-10 1.55919e-10 1.22184e-10
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 -0.11242999999999999 -0.095094999999999985 0.0032450000000000001 0.10061500000000002 -0.0051099999999999991 0.087995000000000004 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.090690000000000007 0.090150000000000022 0.059120000000000013 -0.083259999999999987 -0.087424999999999989 -0.08212499999999999 -0.55327499999999985 -0.4136149999999999 0.086230000000000015 -0.017214999999999998 0.093575000000000019 0.08610000000000001 -0.087819999999999981 0.08740500000000001 0.090130000000000016 0.089790000000000023 0.093260000000000023 -0.020064999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 -1 -5 8 7 -7 -6 -2 11 -11 13 14 16 -16 17 20 -18 -14 -13 -21 23 25 -25 26 -23 28 -28 -20
right_child=1 -3 -4 4 5 6 -8 -9 -10 10 -12 12 19 -15 15 -17 18 -19 29 21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=1.7467596549636255e-07 -2.0856832772864208e-07 4.3846471581590864e-07 -4.0710307281699447e-07 -2.5762495954495536e-07 2.3503926627199693e-09 1.8393889945400587e-07 3.1072430815015652e-07 -1.908771113680639e-07 -2.4102675981342335e-07 -2.1171990792503322e-07 3.2245837729760755e-07 -1.7358595925998089e-07 3.3961117898560711e-07 -4.0147859342217392e-07 8.7200270399989681e-07 -1.8309253782433643e-07 4.2775954182161517e-07 -7.1960520650853666e-07 -2.0922190589677987e-07 2.1497490904135034e-07 1.9858576910299541e-07 -1.2623534227626267e-07 -3.8911788996879679e-07 -5.8770635660499421e-07 2.1458763819737215e-07 5.0347482164366305e-07 3.9022392895406352e-07 -1.4986599654405282e-07 8.3655975792761277e-08 -2.6642726954856634e-09
leaf_weight=20 20 22 20 25 40 20 26 26 39 21 20 20 23 24 20 20 25 21 29 38 24 66 24 21 25 29 21 23 79 2290
leaf_count=20 20 22 20 25 40 20 26 26 39 21 20 20 23 24 20 20 25 21 29 38 24 66 24 21 25 29 21 23 79 2290
internal_value=0 4.68799e-09 -6.29648e-08 -2.78486e-08 -5.08628e-08 -1.66306e-08 9.43723e-08 -2.79136e-08 -1.17798e-07 1.37786e-09 2.84448e-09 5.96051e-10 2.17601e-09 -4.5084e-09 -6.18129e-10 3.44455e-07 -6.34786e-09 -2.12575e-07 -6.29109e-10 4.95415e-08 2.94168e-08 2.90764e-08 4.54817e-09 4.0336e-08 -1.51677e-07 8.08525e-08 1.60057e-08 9.23301e-08 1.48035e-07 -5.24736e-09
internal_weight=0 2905 216 196 176 151 72 46 79 2883 2863 2843 2822 2473 2449 40 2409 65 2344 349 44 326 288 264 46 218 189 123 100 2319
internal_count=3121 2905 216 196 176 151 72 46 79 2883 2863 2843 2822 2473 2449 40 2409 65 2344 349 44 326 288 264 46 218 189 123 100 2319
is_linear=0
shrinkage=0.1


Tree=9355
num_leaves=31
num_cat=0
split_feature=1420 157 130 2 46 1428 0 12 0 16 2 2 0 475 3 31 34 11 10 4 2 9 50 50 15 52 52 1213 43 133
split_gain=1.04096e-10 1.67606e-10 8.84381e-11 2.06579e-10 1.05074e-10 1.34448e-10 1.5667e-10 5.73868e-10 5.04702e-10 9.23932e-10 2.9551e-10 2.03068e-10 1.3243e-10 4.36571e-10 8.58676e-10 1.28646e-10 2.393e-10 1.58658e-10 2.00576e-10 1.1894e-09 1.4267e-10 6.00238e-10 9.83549e-11 1.37966e-10 9.73068e-11 1.24445e-10 7.13717e-10 4.00769e-10 3.32518e-10 5.99025e-10
threshold=0.056520000000000008 0.63397500000000007 -0.23123999999999997 0.31358000000000003 0.084955000000000017 -0.020064999999999996 0.12445000000000002 0.099400000000000002 0.10455500000000001 0.19444000000000003 0.10527500000000002 0.097605000000000011 0.047850000000000011 -0.024084999999999999 1.0000000180025095e-35 -0.082169999999999979 -0.08786999999999999 -1.0000000180025095e-35 -0.0093599999999999985 0.053180000000000012 -0.0091949999999999983 0.09055500000000001 0.14262000000000002 0.13612500000000002 0.19724500000000003 0.10611000000000001 0.10160000000000001 0.10050000000000002 0.055925000000000009 0.41068500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 8 10 12 -10 11 -8 15 -14 -15 -7 -17 -18 19 -19 21 -20 23 24 25 26 -22 28 29 -27
right_child=-2 -3 3 -5 -6 6 7 -9 9 -11 -12 -13 13 14 -16 16 17 18 20 -21 22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=1.950556286769627e-07 -2.1195556067378558e-07 2.9012552502649671e-07 -1.9918997542631318e-07 -2.6289091808943492e-07 1.5248350793386737e-07 -1.948746050698326e-07 -2.8467357923643379e-08 5.885125920897172e-07 1.2151414780635691e-07 -8.1653440025504458e-07 -3.3208575658250087e-07 3.7097375638950324e-07 -2.2720863294504548e-07 -9.9901044075584829e-08 8.0544141709992802e-07 3.4548476531170995e-07 -2.5766770453590958e-07 -2.8872702358739847e-07 -5.9483683681804685e-07 6.8673092164317495e-07 3.3507129771706284e-10 1.1240989281920596e-07 -1.8304969261435121e-07 2.4596722071286737e-07 1.7600630098601663e-07 -3.3170543700111744e-08 4.691548255879518e-07 -4.7767838453404743e-07 1.9187797747612234e-07 -5.845048354742522e-07
leaf_weight=23 23 20 34 30 45 34 35 21 21 21 20 20 21 22 20 20 24 25 20 25 2031 30 29 23 31 320 33 21 58 21
leaf_count=23 23 20 34 30 45 34 35 21 21 21 20 20 21 22 20 20 24 25 20 25 2031 30 29 23 31 320 33 21 58 21
internal_value=0 1.57439e-09 -3.00537e-10 -1.7713e-09 8.18313e-10 -1.47193e-09 8.09945e-10 1.2646e-07 -3.42248e-09 -3.4751e-07 -2.91463e-09 1.16784e-07 1.72413e-09 1.45073e-07 3.31214e-07 -1.56585e-09 8.58528e-10 -1.7028e-09 6.00599e-10 1.99002e-07 -3.19003e-09 -1.70489e-07 6.86172e-11 2.16099e-09 -6.86539e-11 -2.26605e-09 7.83074e-09 -5.18845e-08 -2.94743e-08 -6.71237e-08
internal_weight=0 3098 3078 3055 3025 2980 2946 96 2850 42 75 55 2808 63 42 2745 2711 2691 2667 50 2617 50 2567 2538 2515 2484 2064 420 399 341
internal_count=3121 3098 3078 3055 3025 2980 2946 96 2850 42 75 55 2808 63 42 2745 2711 2691 2667 50 2617 50 2567 2538 2515 2484 2064 420 399 341
is_linear=0
shrinkage=0.1


Tree=9356
num_leaves=31
num_cat=0
split_feature=156 156 1213 13 2 481 2 43 13 403 16 403 1209 1213 3 1209 0 393 131 131 16 159 42 4 13 16 1210 1447 52 2
split_gain=9.20727e-11 1.44184e-10 8.15026e-11 3.29899e-10 3.66933e-10 9.77999e-11 1.72393e-09 2.08896e-09 4.27187e-10 3.74843e-10 7.91622e-10 1.57509e-10 1.84597e-10 3.00882e-10 5.55144e-10 2.3384e-10 2.30785e-10 2.2083e-10 1.26252e-10 6.09953e-10 5.78051e-10 2.57231e-10 2.13716e-10 2.58673e-10 3.37409e-10 2.97999e-10 2.34667e-10 1.7037e-10 4.91435e-10 1.00767e-09
threshold=0.3248100000000001 0.14862 0.15253500000000003 -0.084319999999999992 0.085155000000000022 -0.087424999999999989 0.092875000000000013 -0.077604999999999993 -0.086254999999999984 -0.55049499999999985 -0.067914999999999989 -0.54448499999999989 -0.087199999999999986 0.10336000000000002 -0.082284999999999983 -0.067109999999999989 -0.083264999999999992 0.12069000000000002 0.089485000000000023 0.091440000000000007 -0.014754999999999999 -0.44792999999999994 -0.092459999999999987 -0.014149999999999998 -0.070999999999999994 -0.40995499999999996 -0.080859999999999974 -0.086279999999999982 0.11639500000000001 0.087470000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 8 -1 10 -7 -11 16 15 -15 -14 -13 18 27 20 -20 -21 -23 24 -24 -25 -26 28 29 -17
right_child=-2 -3 3 4 -6 9 -8 -9 -10 11 -12 12 13 14 -16 17 -18 -19 19 21 -22 22 23 25 26 -27 -28 -29 -30 -31
leaf_value=-1.7171421807423333e-07 -1.9933941990015938e-07 2.6261975590170465e-07 4.2888775314250697e-07 -3.4701849203470789e-07 1.7415846433063312e-07 -8.8333935991613548e-08 7.0822397796903375e-07 -9.0558923238190531e-07 4.3138476974530459e-07 -2.8371939709614934e-07 7.5573943615125937e-07 -3.4564331059527828e-08 2.8647493357831471e-07 -6.0403166446205789e-07 1.0710930057809623e-07 7.2122590242745191e-07 4.4008260038892679e-07 3.1154063332327168e-07 7.8998513984629438e-07 3.1191452526021148e-07 9.1162024577427257e-08 2.5092739127785534e-07 -4.6597461655600068e-07 -2.1676005295440908e-07 -3.6691818044416668e-07 1.1900043982314578e-07 1.1281779819682925e-08 -1.9928254889503735e-08 -2.8272897679926249e-07 -1.6932120452395339e-07
leaf_weight=24 23 21 22 22 35 25 21 34 23 20 20 20 28 23 21 27 21 22 20 24 29 25 28 35 21 108 75 2260 20 24
leaf_count=24 23 21 22 22 35 25 21 34 23 20 20 20 28 23 21 27 21 22 20 24 29 25 28 35 21 108 75 2260 20 24
internal_value=0 1.4809e-09 -3.01331e-10 9.99578e-08 -2.69976e-08 -2.94325e-09 -9.91826e-08 -3.0851e-07 1.23419e-07 4.46394e-10 2.8681e-07 -4.07355e-09 -2.09795e-09 -5.19346e-09 -2.64623e-07 -1.03653e-09 2.08548e-07 -3.99838e-09 -6.57326e-09 4.81138e-08 3.76396e-07 -2.79069e-09 -2.86569e-08 -5.48352e-08 -1.60536e-07 3.68213e-08 -7.14495e-08 -1.51364e-08 1.37392e-07 3.02145e-07
internal_weight=0 3098 3077 79 57 2998 102 81 47 2896 45 2851 2831 2790 44 2746 41 2718 2696 365 49 316 292 267 124 143 96 2331 71 51
internal_count=3121 3098 3077 79 57 2998 102 81 47 2896 45 2851 2831 2790 44 2746 41 2718 2696 365 49 316 292 267 124 143 96 2331 71 51
is_linear=0
shrinkage=0.1


Tree=9357
num_leaves=31
num_cat=0
split_feature=484 1452 158 1456 482 46 49 49 42 2 49 475 151 49 159 16 43 42 133 3 3 49 15 49 13 16 1456 49 484 2
split_gain=8.56105e-11 1.18523e-10 1.09099e-10 3.58534e-10 1.49372e-10 1.18819e-10 1.30203e-10 4.00866e-10 5.69505e-10 3.60286e-10 1.00904e-09 8.13808e-10 4.29468e-10 2.58553e-10 2.32908e-10 2.29768e-10 3.56821e-10 4.12466e-10 1.2737e-09 3.05781e-10 2.61202e-10 2.49551e-10 2.4346e-10 2.14134e-10 1.93274e-10 1.81095e-10 1.808e-10 2.16122e-10 2.52212e-10 4.48922e-10
threshold=-0.52850499999999989 -0.073879999999999987 -0.47060499999999994 -0.077944999999999987 0.11524000000000002 0.10123000000000001 0.088930000000000009 0.08610000000000001 0.084635000000000016 0.087015000000000023 0.11560500000000001 -0.085684999999999997 -0.54279999999999984 0.091860000000000011 -0.45371999999999996 -0.12029499999999999 -0.095589999999999994 -0.067534999999999998 0.090445000000000011 -0.075944999999999985 -0.06977499999999999 0.10299000000000001 -0.14712999999999996 0.084945000000000007 -0.0095349999999999983 0.40737000000000007 0.12034500000000002 0.065470000000000014 -0.23687999999999995 0.094095000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 14 -9 10 -8 -11 -13 -14 -4 22 -17 18 -18 21 -21 -19 -15 26 -22 -23 27 28 29 -16
right_child=1 2 4 -5 -6 -7 9 8 -10 11 -12 12 13 15 23 16 17 19 -20 20 24 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.0623253504936656e-07 2.2749015409604201e-07 1.4204230105346618e-07 -2.8665419006098806e-07 -4.294599378958399e-07 1.963484921364584e-07 1.97386952057362e-07 -6.8983633608781777e-07 -6.647345881819175e-09 6.2610779804117559e-07 5.2078740996928618e-07 2.0827125281770847e-07 -5.0863331267692048e-07 -3.2393919216896656e-07 -9.8288324034422635e-08 2.0264513094585909e-09 2.2381346003641786e-07 -7.5441624127114263e-07 4.2646941754550683e-07 2.6916550659450423e-07 -4.1650364642009663e-07 -1.7378324487769408e-07 -2.0337634766963764e-07 2.7435443038825724e-07 -3.0715086839191745e-07 1.6381702864062424e-07 2.1192009691211365e-07 -2.9315790563089199e-07 3.0124251827601256e-07 4.8162550541556546e-10 5.8090724405160256e-07
leaf_weight=20 23 21 28 23 39 30 29 33 25 26 22 20 28 27 37 39 31 21 20 25 43 21 50 22 28 21 20 25 2303 21
leaf_count=20 23 21 28 23 39 30 29 33 25 26 22 20 28 27 37 39 31 21 20 25 43 21 50 22 28 21 20 25 2303 21
internal_value=0 1.32789e-09 -3.62086e-10 -1.56698e-07 1.90514e-09 -6.26846e-10 -2.63036e-09 6.24535e-09 2.66092e-07 -5.2106e-08 -3.02417e-07 -2.01913e-08 -5.77995e-08 -3.23287e-08 1.0891e-10 -7.28236e-09 -5.39678e-08 -1.05556e-07 -3.53012e-07 -2.61831e-08 -1.38525e-07 1.45004e-07 1.43687e-07 3.4159e-09 -4.06451e-08 4.27187e-09 6.25566e-09 8.76541e-09 5.66845e-09 2.11621e-07
internal_weight=0 3101 3078 44 3034 2995 2965 2514 58 451 51 400 374 354 2456 326 249 210 51 159 96 63 77 2428 71 42 2406 2386 2361 58
internal_count=3121 3101 3078 44 3034 2995 2965 2514 58 451 51 400 374 354 2456 326 249 210 51 159 96 63 77 2428 71 42 2406 2386 2361 58
is_linear=0
shrinkage=0.1


Tree=9358
num_leaves=31
num_cat=0
split_feature=1429 1420 11 12 12 11 157 475 155 475 475 1429 156 484 12 484 1455 1455 47 47 47 483 483 2 2 483 471 49 43 49
split_gain=8.26253e-11 1.82816e-10 1.36225e-10 6.74612e-10 8.76022e-10 3.30009e-10 2.97096e-10 1.73432e-10 2.39511e-10 1.62099e-10 1.54472e-10 1.1391e-10 1.65632e-10 1.01204e-10 4.10397e-10 3.94041e-10 2.92568e-10 2.29001e-10 1.32374e-10 6.26335e-10 6.20086e-10 1.84745e-10 7.70329e-10 3.03657e-10 2.66621e-10 2.64478e-10 1.74857e-10 1.53016e-10 9.67119e-10 7.13577e-10
threshold=0.12521000000000002 -0.086589999999999986 0.088215000000000002 0.10149500000000002 0.091715000000000005 0.099410000000000012 -0.49695999999999996 -0.47599999999999992 0.13131500000000004 -0.10664 -0.091889999999999986 -0.091739999999999988 0.11850000000000001 0.12955000000000003 0.090695000000000012 0.26538000000000006 -0.097209999999999977 -0.089344999999999994 0.092165000000000011 0.096475000000000019 0.088915000000000008 0.10143000000000001 0.096460000000000018 0.11548000000000001 0.10327000000000001 0.095085000000000017 0.086465000000000014 0.11475 -0.084569999999999992 0.10877000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -5 -3 -8 9 -9 -11 -12 13 16 15 -15 -13 -18 20 -20 21 22 25 24 -23 26 27 29 -29 -19
right_child=-2 2 3 5 -6 -7 7 8 -10 10 11 12 -14 14 -16 -17 17 18 19 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.9535310497002297e-07 2.0260691488971363e-07 -3.4656467977356441e-07 -1.0116656067215114e-07 -4.1884173813484628e-07 7.356537152688738e-07 7.4600203423401451e-08 -2.9385134034498608e-07 -2.2123092981794135e-07 3.3033873558190925e-07 2.7861554940500355e-07 1.6945972647911336e-07 -3.3074348574810183e-07 -2.5385213488194635e-07 6.1622321768915021e-07 -2.1407744820516716e-07 -3.9859927625229829e-09 3.1427050173434785e-07 -1.2923328490543554e-09 -4.6973865675634925e-07 -1.2710282900714868e-08 5.0052098927722004e-07 -1.9756500816397302e-07 5.940381063011686e-07 -4.8642698263989809e-07 2.3172118863326233e-07 -3.6260528638365488e-07 2.3474368679998749e-07 -7.2506489440608377e-07 3.6466606682476295e-08 5.3616924344623842e-07
leaf_weight=21 20 25 22 23 29 33 20 33 22 20 39 27 26 21 23 20 23 2078 34 254 25 39 22 20 23 20 32 21 81 25
leaf_count=21 20 25 22 23 29 33 20 33 22 20 39 27 26 21 23 20 23 2078 34 254 25 39 22 20 23 20 32 21 81 25
internal_value=0 -1.30259e-09 7.023e-10 1.11558e-07 3.74672e-07 -1.28063e-07 -3.28747e-09 -3.7637e-10 1.62824e-09 -8.60277e-10 1.67096e-09 -2.70471e-10 -2.62281e-09 -2.79924e-10 1.24019e-07 3.13682e-07 -3.2003e-09 7.8776e-11 -2.6237e-09 -6.6665e-08 5.10636e-09 -1.39458e-10 5.16662e-09 -1.4761e-07 -3.83137e-08 -5.73377e-10 2.66339e-09 -7.04673e-10 -1.20319e-07 5.09689e-09
internal_weight=0 3101 3080 107 51 56 2973 2948 2928 2906 2873 2853 2814 2788 64 41 2724 2697 2674 288 2386 2361 2279 82 62 2257 2237 2205 102 2103
internal_count=3121 3101 3080 107 51 56 2973 2948 2928 2906 2873 2853 2814 2788 64 41 2724 2697 2674 288 2386 2361 2279 82 62 2257 2237 2205 102 2103
is_linear=0
shrinkage=0.1


Tree=9359
num_leaves=31
num_cat=0
split_feature=156 474 132 1203 393 50 12 52 52 403 403 0 1213 4 43 15 43 403 1209 401 1208 1210 1208 1209 1209 2 401 0 42 403
split_gain=9.45597e-11 1.1874e-10 8.69373e-11 2.46204e-09 1.23642e-09 4.43108e-10 1.23745e-10 1.78647e-10 2.85679e-10 2.06126e-10 1.92497e-10 1.47365e-10 9.30435e-11 3.15622e-10 8.59439e-10 6.38348e-10 4.63032e-10 2.05032e-10 1.58811e-10 1.57164e-10 1.57791e-10 2.21245e-10 1.41673e-10 2.69878e-10 1.06667e-10 8.39279e-10 1.05905e-10 6.23448e-10 5.03999e-10 2.02968e-10
threshold=0.3248100000000001 0.11986500000000001 -0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 0.11527000000000001 0.090645000000000017 0.08709500000000002 -0.020569999999999995 -0.088999999999999982 -0.086934999999999985 0.093235000000000026 -0.082594999999999988 -0.020444999999999994 0.087575000000000014 -0.0098449999999999979 -0.55276999999999987 -0.094304999999999986 0.12053500000000002 0.11531000000000001 -0.13847499999999999 0.097165000000000015 0.096150000000000013 -0.067109999999999989 0.084715000000000013 -1.0000000180025095e-35 -0.072594999999999979 0.11747 -0.42244999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 12 6 7 8 9 10 -1 -12 17 14 -14 -15 -17 -4 -19 20 21 -20 23 24 25 -23 27 28 -26 -28
right_child=-2 -3 4 -5 -6 -7 -8 -9 -10 -11 11 -13 13 15 -16 16 -18 18 19 -21 -22 22 -24 -25 26 -27 29 -29 -30 -31
leaf_value=1.3018790880892084e-07 -2.0201709711055509e-07 2.3847741687854114e-07 -2.6781793547927231e-07 1.0899513160298047e-06 -7.8825858793152306e-07 -4.9538632751477962e-07 2.3551636786578457e-07 1.6668739534332468e-07 -4.0416541966321706e-07 1.77584194381729e-07 -5.3961220451981261e-08 -4.3324553270654833e-07 -1.3323595267490333e-07 -3.3132951904381351e-07 7.8272020360259391e-07 5.6692897934291463e-07 -1.5495135713559323e-08 2.7343275654684042e-07 2.723130697290799e-07 -2.1315495359885973e-07 -2.7964265086666274e-07 -2.7060397226700655e-07 2.4623494957030861e-07 -3.6007651314797669e-07 -2.4201399788753841e-07 5.6569689140436219e-07 3.0281112715484102e-07 -5.3451716815663042e-07 4.5080568611410854e-07 -2.326726942863315e-09
leaf_weight=20 23 21 29 21 20 20 20 36 23 36 20 21 21 39 20 21 39 21 30 35 20 24 23 21 21 24 22 24 21 2385
leaf_count=20 23 21 29 21 20 20 20 36 23 36 20 21 21 39 20 21 39 21 30 35 20 24 23 21 21 24 22 24 21 2385
internal_value=0 1.49739e-09 -1.19962e-10 6.09029e-08 -4.75002e-09 -4.93523e-08 1.33339e-09 -2.86901e-08 -8.73033e-08 -1.2171e-08 -1.24158e-07 -2.48229e-07 7.67648e-10 8.02557e-08 3.13572e-07 -1.63702e-08 1.88353e-07 -3.35395e-09 -4.82574e-10 -2.65322e-09 1.64199e-10 2.32071e-09 -8.37099e-10 -3.07261e-09 -9.87527e-11 1.47546e-07 -2.96449e-09 -1.27936e-07 1.04396e-07 4.62236e-10
internal_weight=0 3098 3077 217 2860 196 176 156 120 97 61 41 2840 140 41 99 60 2700 2671 2650 2615 2595 2565 2542 2521 48 2473 66 42 2407
internal_count=3121 3098 3077 217 2860 196 176 156 120 97 61 41 2840 140 41 99 60 2700 2671 2650 2615 2595 2565 2542 2521 48 2473 66 42 2407
is_linear=0
shrinkage=0.1


Tree=9360
num_leaves=31
num_cat=0
split_feature=12 130 1212 13 2 51 16 471 1429 474 11 475 0 12 12 123 13 2 129 13 11 11 9 33 16 15 15 2 43 43
split_gain=8.52929e-11 1.81725e-10 8.11779e-11 1.24651e-10 3.063e-10 4.69153e-10 9.5588e-10 2.68289e-10 2.03206e-10 2.65566e-10 2.08961e-10 4.00764e-10 2.40079e-10 9.11707e-10 2.51815e-10 3.96925e-10 1.68107e-10 3.34365e-10 1.6774e-10 2.49446e-10 1.62719e-10 1.39104e-10 2.06881e-10 3.94191e-10 1.24545e-10 1.23996e-10 1.53936e-10 1.20812e-10 1.23785e-10 4.4039e-10
threshold=0.23631000000000002 -0.22461999999999996 -0.53159999999999996 0.10002500000000002 0.10882500000000002 -0.057604999999999996 0.15273500000000004 -0.083284999999999984 -0.23587499999999997 0.11568500000000002 0.08740500000000001 -0.074304999999999982 0.10455500000000001 0.095935000000000006 0.091200000000000017 0.080750000000000016 0.065590000000000009 0.088930000000000023 0.086095000000000019 0.11596500000000001 0.095165000000000013 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 -0.0034149999999999996 -0.0079099999999999986 0.088060000000000013 -0.045829999999999989 0.084740000000000024 0.11268500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 18 -6 -7 -4 -9 10 12 -12 16 14 15 -14 21 -18 19 -5 -13 -10 23 -23 25 -21 -27 -25 -29 -30
right_child=-2 2 3 4 5 6 -8 8 9 -11 11 20 13 -15 -16 -17 17 -19 -20 24 -22 22 -24 27 -26 26 -28 28 29 -31
leaf_value=2.5972059494994971e-07 -1.918648765429571e-07 -2.0166038268598644e-07 -3.6153341711264192e-07 -3.054501983967839e-07 -1.493375315891646e-07 6.7067395223473011e-08 9.2046631964746799e-07 2.9325053247930559e-07 2.6495450054397908e-07 -3.1730691761014087e-07 5.4540153655580075e-07 2.1627654544431607e-07 -4.02007131820407e-07 -7.6267600746859908e-07 3.0426487271029149e-07 1.860452355244165e-07 -4.2251185858630282e-07 9.0477117116923499e-08 2.4707340060749838e-07 2.4450905474652478e-07 -1.2421890192015894e-07 4.4527932345772571e-07 -2.804372731300366e-07 -1.9992437261843557e-07 -1.4204033694416769e-07 -2.0451210192814786e-07 1.6548774350093997e-07 9.4404489122001692e-09 -3.7374920400277635e-07 -6.4075162811150231e-09
leaf_weight=27 23 20 21 30 23 35 21 23 20 27 20 25 24 20 20 22 27 24 22 31 32 20 26 30 33 22 23 2191 39 200
leaf_count=27 23 20 21 30 23 35 21 23 20 27 20 25 24 20 20 22 27 24 22 31 32 20 26 30 33 22 23 2191 39 200
internal_value=0 1.42042e-09 -8.50533e-10 4.65821e-10 6.96412e-08 2.30916e-07 3.87092e-07 -5.4403e-09 -2.76003e-09 -5.22054e-09 -2.14524e-09 1.60259e-07 -6.84112e-09 -1.71202e-07 8.03214e-09 -1.20765e-07 -1.35603e-09 -1.81105e-07 -9.49372e-09 -5.01015e-08 2.51212e-08 2.27311e-09 1.76691e-10 3.11861e-09 2.0178e-08 9.06149e-08 -1.54011e-08 -4.76191e-10 1.98613e-09 -6.63503e-08
internal_weight=0 3098 3071 3051 240 79 56 2811 2790 2767 2740 77 2663 86 66 46 2577 51 161 139 57 2526 2506 2480 109 76 45 2460 2430 239
internal_count=3121 3098 3071 3051 240 79 56 2811 2790 2767 2740 77 2663 86 66 46 2577 51 161 139 57 2526 2506 2480 109 76 45 2460 2430 239
is_linear=0
shrinkage=0.1


Tree=9361
num_leaves=31
num_cat=0
split_feature=472 1429 155 13 1 1 15 13 51 10 16 40 13 13 42 13 13 3 15 42 4 0 97 34 9 2 11 11 400 2
split_gain=8.74226e-11 1.59612e-10 1.2277e-10 7.9762e-11 1.68765e-10 4.45364e-10 2.0955e-10 1.37403e-10 5.67326e-10 1.19296e-10 1.15235e-09 2.59652e-09 1.91428e-10 4.05495e-10 4.69262e-10 3.90809e-10 3.7859e-10 3.11484e-10 2.58723e-10 1.6854e-10 1.54721e-10 5.89422e-10 1.76719e-10 3.56838e-10 2.77734e-10 4.34548e-10 1.58612e-10 2.54377e-10 2.6106e-10 1.99118e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.14485500000000004 -0.41572999999999993 0.10684 0.11507500000000002 -0.26481999999999994 -0.17933499999999997 0.081440000000000026 -0.011239999999999998 -0.056919999999999991 -0.076644999999999977 -0.097224999999999992 -0.099939999999999987 0.087195000000000009 -0.094514999999999988 -0.13710499999999998 -0.071799999999999989 -0.03241999999999999 0.10194000000000002 -0.51843499999999987 0.11070500000000001 -0.082154999999999992 -0.057544999999999992 0.088235000000000022 -1.0000000180025095e-35 0.08740500000000001 0.081365000000000007 -0.40134499999999995 0.10559
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 8 -5 10 11 19 13 14 16 18 -11 -16 -14 -9 21 -17 -22 -24 25 -25 27 28 -27 -28
right_child=1 2 -4 7 5 6 -8 9 -10 12 -12 -13 15 -15 17 20 -18 -19 -20 -21 22 -23 23 24 -26 26 29 -29 -30 -31
leaf_value=-1.9012070483862924e-07 2.6392545059959204e-07 2.9108302235389888e-07 -2.4145170738977738e-07 6.554430857619309e-08 -3.7803865702492412e-07 -4.543297360683165e-08 3.0117257389016186e-07 2.9347900916576468e-07 -5.8675494109650115e-07 4.3120468809285323e-08 3.3869869094063336e-07 -1.3072792260260259e-06 -3.1444232106991876e-08 5.0041906127301885e-07 1.8299892193710784e-08 -4.7287870959930192e-07 6.1399022832747944e-07 -4.1967624895278279e-07 -5.1843825718359921e-07 -1.170574250863865e-07 -2.8199001656488352e-07 2.2796708541201431e-07 3.8522692227616066e-07 4.0830996481502183e-07 -2.871734805731663e-07 3.6440031781381781e-07 -3.8181469397797976e-08 -3.2256846080140162e-07 1.5659793764873181e-09 3.7950847649881327e-07
leaf_weight=24 23 29 21 40 22 33 37 20 20 26 36 20 20 23 62 28 21 22 24 20 21 21 25 27 32 20 21 24 2334 25
leaf_count=24 23 29 21 40 22 33 37 20 20 26 36 20 20 23 62 28 21 22 24 20 21 21 25 27 32 20 21 24 2334 25
internal_value=0 1.47358e-09 -4.90115e-10 1.16733e-09 8.07327e-08 1.44266e-08 1.37773e-07 -2.11623e-09 -1.51889e-07 1.01272e-09 -1.08583e-07 -3.76953e-07 4.80279e-09 1.13158e-07 4.51652e-08 -1.5613e-09 2.9819e-07 -9.64081e-08 -2.97077e-07 8.82108e-08 3.48241e-09 -1.72516e-07 6.89243e-09 9.3113e-09 5.52641e-09 9.34787e-09 4.90399e-09 1.34624e-09 4.64868e-09 1.88824e-07
internal_weight=0 3097 3074 3053 121 92 70 2932 60 2872 96 60 2776 154 131 2622 47 84 44 40 2578 49 2529 2508 2483 2451 2424 2378 2354 46
internal_count=3121 3097 3074 3053 121 92 70 2932 60 2872 96 60 2776 154 131 2622 47 84 44 40 2578 49 2529 2508 2483 2451 2424 2378 2354 46
is_linear=0
shrinkage=0.1


Tree=9362
num_leaves=31
num_cat=0
split_feature=1429 156 13 16 52 130 1 16 13 160 15 0 0 471 42 0 0 12 12 123 1212 1213 16 402 3 1212 1212 1210 1212 1212
split_gain=1.02696e-10 2.12225e-10 9.37957e-11 4.76402e-10 3.79869e-10 2.12505e-10 1.74917e-10 2.47116e-10 2.01615e-10 4.50394e-10 4.33338e-10 1.52622e-10 1.47229e-10 1.34868e-10 1.26247e-10 1.41808e-10 1.25127e-10 4.72799e-10 4.0892e-10 4.02731e-10 1.12792e-10 1.71173e-10 4.22874e-10 2.57929e-10 2.34454e-10 1.192e-10 4.5436e-10 6.35938e-10 2.96939e-10 1.42463e-10
threshold=-0.23752499999999996 0.32523500000000005 0.095710000000000017 0.6352000000000001 -0.54906499999999991 0.098730000000000026 0.13743000000000002 0.24134000000000003 0.15641500000000003 -0.012164999999999999 0.090455000000000021 -0.094654999999999975 -0.079984999999999987 0.10277000000000001 -0.031659999999999994 -0.080869999999999984 0.10455500000000001 0.098150000000000015 0.091200000000000017 0.080750000000000016 -0.52517999999999987 -0.24064499999999997 -0.091114999999999988 0.15960500000000002 -0.077774999999999983 -0.09386499999999999 -0.088629999999999987 -0.12043 -0.21859999999999999 -0.063924999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 -4 6 7 8 9 -6 11 -10 -7 16 15 -13 20 18 19 -18 -2 22 -22 25 -24 28 -27 -28 -23 -29
right_child=1 -3 4 -5 5 12 -8 -9 10 -11 -12 14 -14 -15 -16 -17 17 -19 -20 -21 21 23 24 -25 -26 26 27 29 -30 -31
leaf_value=-2.1528637161467983e-07 2.3675989297089475e-07 3.2623028118905499e-07 4.1820859363584668e-07 -3.8983717214335912e-07 -1.5507325821834623e-07 -2.8710513788610119e-09 -1.7845346168395996e-07 4.0454112115123115e-07 3.0127763776280602e-07 4.1923874742148359e-07 -4.0546420727594072e-07 -8.7309546188407709e-08 -3.8657498464544919e-07 2.3938179049433409e-07 -1.6541674676367232e-07 2.7677789054668331e-07 -4.2431126023355037e-07 -5.352380290852514e-07 3.6277478685710984e-07 1.5702873835979601e-07 2.2399352106038439e-07 6.5261737576762367e-08 -1.2980292562284983e-07 2.9415823253960602e-07 -5.6545876992415632e-07 4.549284139701823e-07 -4.8419331261794912e-07 1.9340568848327585e-07 -3.9298913202619937e-07 7.1714606445096403e-10
leaf_weight=22 20 20 26 32 22 20 28 22 22 36 24 20 20 23 28 23 26 21 22 22 21 31 30 30 21 22 27 39 26 2375
leaf_count=22 20 20 26 32 22 20 28 22 22 36 24 20 20 23 28 23 26 21 22 22 21 31 30 30 21 22 27 39 26 2375
internal_value=0 1.53424e-09 -5.74861e-10 -6.21366e-09 5.34491e-08 1.76614e-08 5.54186e-08 8.86593e-08 4.89485e-08 2.01396e-07 -2.66239e-08 7.11413e-08 -1.94723e-07 -1.7594e-09 -1.68568e-10 1.07435e-07 -3.78876e-09 -1.19081e-07 5.7655e-09 -1.57864e-07 1.82336e-10 -1.62222e-09 -1.53679e-07 2.67113e-09 -3.09191e-07 -7.9895e-10 2.50964e-09 -1.56787e-09 -1.43765e-07 3.83018e-09
internal_weight=0 3099 3079 2788 291 265 225 197 175 58 117 93 40 2756 71 43 2733 91 70 48 2642 2622 72 2550 51 2520 2463 2441 57 2414
internal_count=3121 3099 3079 2788 291 265 225 197 175 58 117 93 40 2756 71 43 2733 91 70 48 2642 2622 72 2550 51 2520 2463 2441 57 2414
is_linear=0
shrinkage=0.1


Tree=9363
num_leaves=31
num_cat=0
split_feature=472 1429 1425 16 2 2 12 12 2 12 16 52 1 2 4 130 12 43 139 1429 155 42 1456 1456 1455 1455 132 399 1203 2
split_gain=9.96825e-11 1.49719e-10 1.1218e-10 1.09457e-10 2.39809e-10 6.05035e-10 3.24289e-10 1.15674e-09 6.11171e-10 3.02227e-10 2.03594e-10 5.66744e-10 2.335e-10 4.15187e-10 2.76041e-10 1.56468e-10 2.11358e-10 3.05818e-10 2.07059e-10 1.53708e-10 2.31667e-10 2.27061e-10 1.43155e-10 2.11236e-10 1.68568e-10 2.31298e-10 1.39404e-10 4.72167e-10 2.74693e-10 2.20877e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 0.31475000000000003 0.10855000000000002 0.10559 0.097325000000000009 0.089625000000000024 0.12595500000000001 0.097575000000000009 0.15891500000000003 0.092650000000000024 0.085475000000000009 0.097605000000000011 -0.093124999999999986 -0.22562499999999999 0.12477500000000001 -0.15582499999999996 -0.060214999999999998 -0.0079199999999999982 0.093115000000000017 0.089625000000000024 0.11510000000000002 0.10504000000000001 -0.097209999999999977 -0.089344999999999994 -0.083449999999999983 0.091580000000000009 0.089165000000000008 0.10222000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 5 9 7 -6 -8 19 15 12 13 -12 -14 -3 18 -18 -17 -5 21 -21 23 24 -20 -26 28 -28 29 -27
right_child=1 2 -4 4 6 -7 8 -9 -10 -11 11 -13 14 -15 -16 16 17 -19 22 20 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-2.0300830101405156e-07 2.5576798455394177e-07 -2.5199164497280437e-07 -2.2034266959033868e-07 -2.1543958860877022e-07 -2.9674569278166233e-07 6.5641179961772874e-07 -4.7585052860605565e-07 5.4785922998235037e-07 2.1711839330862405e-07 3.1639580729208521e-07 -2.950801829337295e-09 -5.9768990628718994e-07 3.3251037082052412e-07 -4.7791410443446346e-07 -1.1621697855008943e-07 -3.2072452114562113e-07 4.9519843731191256e-07 3.9085017359569494e-08 -2.1205742844661778e-07 1.2590996765664324e-07 3.3677258183420888e-07 -3.001255485266732e-07 2.2716208160237069e-07 -2.8943224612021368e-07 3.3636943396145185e-07 1.0879172731309236e-08 4.1338687144976004e-09 3.7969541683851814e-07 -4.2163209091735813e-07 -3.3064641164835186e-07
leaf_weight=24 23 24 23 29 34 20 35 31 20 36 63 21 29 26 26 20 21 49 36 29 21 22 28 25 21 136 2172 34 21 22
leaf_count=24 23 24 23 29 34 20 35 31 20 36 63 21 29 26 26 20 21 49 36 29 21 22 28 25 21 136 2172 34 21 22
internal_value=0 1.57966e-09 -3.22206e-10 1.33642e-09 6.12761e-08 1.42622e-07 -4.5151e-08 1.06066e-07 -2.23862e-07 6.76157e-08 -4.6489e-09 -1.12376e-07 -4.16007e-08 -1.41704e-07 1.20385e-07 2.16403e-09 4.52369e-09 1.75919e-07 -2.46755e-10 -2.10584e-08 5.7234e-08 -5.78701e-08 2.32221e-09 -2.29686e-10 2.73103e-09 5.94482e-09 3.03542e-09 9.92222e-09 -8.18376e-08 -3.6675e-08
internal_weight=0 3097 3074 3051 277 157 120 65 55 137 2774 165 144 89 55 2609 2585 70 2515 101 72 51 2495 2467 2442 2406 2385 2206 179 158
internal_count=3121 3097 3074 3051 277 157 120 65 55 137 2774 165 144 89 55 2609 2585 70 2515 101 72 51 2495 2467 2442 2406 2385 2206 179 158
is_linear=0
shrinkage=0.1


Tree=9364
num_leaves=31
num_cat=0
split_feature=1429 156 155 1428 132 1203 394 50 482 39 0 0 483 484 42 13 42 1456 1456 1456 1455 1455 50 51 153 1447 1447 481 484 43
split_gain=1.0458e-10 1.93527e-10 1.04847e-10 1.07031e-10 8.71963e-11 2.13211e-09 1.12661e-09 3.8771e-10 8.57002e-11 4.94075e-10 3.59006e-10 3.22242e-10 7.20707e-10 5.7142e-10 5.89084e-10 2.14313e-10 1.04333e-10 9.57149e-11 3.41244e-10 2.25124e-10 1.33578e-10 2.06428e-10 1.9414e-10 2.47415e-10 1.3671e-10 1.20982e-10 1.59777e-09 1.06461e-09 1.08369e-09 5.11332e-10
threshold=-0.23752499999999996 0.32523500000000005 0.13949000000000003 0.095640000000000017 -0.083284999999999984 0.089480000000000018 0.12358500000000001 0.093975000000000017 0.090355000000000005 0.15619500000000003 -0.059114999999999994 -0.077809999999999976 0.11517500000000001 -0.016164999999999995 0.089245000000000005 -0.082904999999999993 -0.23802999999999999 -0.15824499999999997 -0.23785999999999999 -0.089834999999999984 -0.088874999999999982 -1.0000000180025095e-35 -0.46943999999999991 -0.43587999999999999 0.082840000000000011 -0.086279999999999982 -0.085684999999999997 -0.086219999999999977 -0.081614999999999979 -0.078654999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 8 -2 9 16 11 13 -13 -10 15 -15 -6 18 -18 -19 -21 -22 -23 -24 25 27 -27 -25 -29 -30
right_child=1 -3 -4 -5 6 -7 -8 -9 10 -11 -12 12 -14 14 -16 -17 17 19 -20 20 21 22 23 24 -26 26 -28 28 29 -31
leaf_value=-2.1724919489232973e-07 6.914095913706271e-09 3.1161421020442504e-07 -1.8052970021109616e-07 2.0748914761270498e-07 2.0322497027791542e-07 1.0184144995169694e-06 -7.5285792689783203e-07 -4.4781505504856575e-07 5.8590968748717392e-07 -4.9901008949859723e-07 4.2822642688141361e-07 -6.348645859773006e-07 1.9362035743597517e-07 -3.4453374615108971e-08 -4.4775498470140855e-07 3.9723973301875052e-07 -1.2192104395827973e-07 -2.6814126941054894e-07 4.3563058308596483e-07 2.242683331351495e-07 -2.4828835938873294e-07 -2.6199029292683921e-07 3.2232547463687904e-07 -7.1220138047258601e-07 -2.2410084602176576e-07 8.9636107674095917e-07 -1.3735303352553135e-09 7.020577848493304e-07 -5.5701629207760563e-07 1.5805866780738144e-07
leaf_weight=22 175 20 32 25 25 21 20 21 20 20 24 21 21 23 22 23 23 32 21 26 34 28 24 22 27 20 2269 20 20 20
leaf_count=22 175 20 32 25 25 21 20 21 20 20 24 21 21 23 22 23 23 32 21 26 34 28 24 22 27 20 2269 20 20 20
internal_value=0 1.55137e-09 -4.62683e-10 1.4284e-09 -2.76268e-10 6.07952e-08 -5.00087e-09 -4.18069e-08 3.69739e-10 -3.87429e-09 7.28765e-08 7.2734e-09 -2.20622e-07 1.16042e-07 -2.21548e-08 1.81393e-07 -8.15976e-11 -2.04705e-09 1.44183e-07 -4.57818e-09 -1.21801e-09 -3.57818e-09 -1.82198e-10 2.84448e-09 -3.52989e-10 2.19496e-09 6.47037e-09 -1.17152e-07 1.01033e-07 -1.99479e-07
internal_weight=0 3099 3079 3047 3022 217 2805 196 2785 2631 154 130 42 88 68 46 2611 2586 44 2542 2510 2484 2450 2422 2398 2371 2289 82 60 40
internal_count=3121 3099 3079 3047 3022 217 2805 196 2785 2631 154 130 42 88 68 46 2611 2586 44 2542 2510 2484 2450 2422 2398 2371 2289 82 60 40
is_linear=0
shrinkage=0.1


Tree=9365
num_leaves=31
num_cat=0
split_feature=472 1429 1429 130 40 15 4 97 34 30 10 4 9 8 46 158 2 158 482 1371 49 482 150 49 1348 447 150 13 51 3
split_gain=1.03333e-10 1.41456e-10 1.01107e-10 9.08896e-11 1.75473e-10 1.26065e-10 1.83612e-10 1.11325e-10 3.24901e-10 2.58222e-10 1.75526e-10 2.1137e-09 1.84723e-10 1.99316e-10 1.21701e-10 2.79777e-10 1.25287e-10 1.15427e-10 1.8145e-10 1.79274e-10 1.70346e-10 1.15047e-10 1.68776e-10 4.10245e-10 2.15751e-10 1.64819e-10 1.66736e-10 1.37633e-10 5.81172e-10 3.2562e-10
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.23123999999999997 -0.24290999999999999 -0.5556049999999999 0.62931500000000018 -0.079444999999999988 -0.08786999999999999 0.088655000000000012 -0.011239999999999998 0.053180000000000012 0.085555000000000006 0.091215000000000004 0.10253500000000002 -0.47356499999999996 -0.0091949999999999983 -0.46413499999999996 0.11117500000000001 0.08976000000000002 0.006170000000000001 0.099315000000000014 0.12416000000000001 -0.046979999999999987 -0.047944999999999995 0.089635000000000006 0.10980500000000001 -0.17933499999999997 0.081440000000000026 0.31299000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 9 -9 -7 11 -10 14 -14 15 -12 -17 -18 19 21 -20 22 24 -24 -19 26 27 28 29 -26
right_child=1 2 3 4 5 7 -8 8 10 -11 12 -13 13 -15 -16 16 17 18 20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.0669641169016964e-07 2.4867811795868123e-07 -2.0053000207553852e-07 1.9943536182895716e-07 -2.9533117299251901e-07 -3.8562952847149233e-08 4.542254512876577e-08 3.6553071822709173e-07 3.4097058276521307e-07 -6.587978825298012e-07 -3.9680806381788303e-07 3.2170396880078275e-07 4.5389054975892641e-07 4.1839781539982311e-07 -1.7786177828327255e-08 -2.2024925499408713e-07 -2.1613354037855162e-07 -1.8551472914888716e-07 -3.270407933086972e-07 4.0893844984999486e-07 -2.8513314176011177e-07 2.9190600988234413e-08 -2.3156886545025589e-07 -1.1624988717682885e-07 5.0167395784228572e-07 2.1017353270471451e-07 2.1220602523474533e-07 -2.1111383931826354e-07 7.6104721919136378e-09 -4.9800089872828074e-07 -2.4366935622310848e-07
leaf_weight=24 23 25 23 20 22 31 23 28 38 23 27 31 22 20 25 27 33 20 21 22 27 21 21 22 43 37 37 2332 28 25
leaf_count=24 23 25 23 20 22 31 23 28 38 23 27 31 22 20 25 27 33 20 21 22 27 21 21 22 43 37 37 2332 28 25
internal_value=0 1.60356e-09 -2.45079e-10 1.39714e-09 -1.08108e-10 1.85612e-09 1.67974e-07 -6.68468e-10 1.97425e-09 -1.42935e-07 -1.32269e-09 -1.58894e-07 2.54651e-09 2.10691e-07 -6.11755e-10 1.39004e-09 -1.79422e-09 3.57936e-10 2.66735e-09 -8.78595e-10 1.9533e-07 1.53966e-09 3.44815e-09 1.99897e-07 9.8699e-11 2.71372e-09 -4.30786e-10 2.77979e-09 -1.14566e-07 4.33195e-08
internal_weight=0 3097 3074 3049 3026 3006 45 2961 2907 54 2879 69 2810 42 2768 2743 2716 2689 2656 2608 48 2586 2565 43 2522 2502 2465 2428 96 68
internal_count=3121 3097 3074 3049 3026 3006 45 2961 2907 54 2879 69 2810 42 2768 2743 2716 2689 2656 2608 48 2586 2565 43 2522 2502 2465 2428 96 68
is_linear=0
shrinkage=0.1


Tree=9366
num_leaves=31
num_cat=0
split_feature=1429 156 11 15 474 33 9 9 104 34 1 15 13 13 13 402 52 52 52 49 16 51 0 12 3 4 43 45 1366 49
split_gain=1.05603e-10 1.77922e-10 1.01852e-10 4.16792e-10 1.87452e-10 9.39668e-11 1.10049e-10 1.30601e-10 9.91614e-11 1.6689e-10 1.28977e-10 2.02363e-10 1.17838e-10 4.27777e-10 4.04398e-10 3.02269e-10 2.71048e-10 4.86578e-10 4.09875e-10 1.91346e-10 3.3673e-10 2.64713e-10 3.87636e-10 2.97037e-10 1.72005e-10 1.47307e-10 4.70579e-10 1.4005e-10 1.42064e-10 1.34208e-10
threshold=-0.23752499999999996 0.32523500000000005 0.098315000000000013 -1.0000000180025095e-35 0.11787500000000002 -0.009184999999999997 0.089995000000000006 0.10141500000000002 0.088500000000000009 -0.086059999999999984 0.16540500000000002 -0.56020999999999987 -0.097224999999999992 -0.099939999999999987 -0.094514999999999988 0.087880000000000014 0.096795000000000006 0.13389000000000004 0.048520000000000008 -1.0000000180025095e-35 -0.087484999999999993 -0.012244999999999997 -0.13455999999999999 0.087625000000000022 -0.080734999999999987 -0.51843499999999987 -1.0000000180025095e-35 0.094030000000000016 -0.083699999999999983 0.085350000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 8 -8 9 -7 11 -11 13 15 24 16 18 -18 19 20 -13 -21 -23 -24 -14 26 -16 28 -27 -30
right_child=1 -3 3 -5 -6 6 7 -9 -10 10 -12 12 14 -15 25 -17 17 -19 -20 21 -22 22 23 -25 -26 27 -28 -29 29 -31
leaf_value=-2.1832218353975723e-07 -1.7636726435436382e-07 2.9884556482784321e-07 1.278101020716349e-07 -4.7649871221654482e-07 2.9269384009014941e-07 2.884762049859546e-07 3.2369976979828649e-07 2.1000321481778883e-09 -2.0785463089831194e-07 -2.9231364321683867e-07 2.5167427200045725e-07 5.1045974590703158e-07 -1.1921813780412821e-07 4.835933607823377e-07 1.3189542850492825e-07 -3.3933049629857647e-07 6.3030666302395171e-07 -6.4675723316603187e-09 -4.1395810323289582e-07 2.2664025891572238e-07 1.3876120045589838e-08 1.2995790987440314e-07 -5.5739854996362659e-07 -6.4051433340112519e-08 -5.2898610888973965e-07 -2.2484529406736128e-07 -5.0109267506385269e-07 -2.3463024280090394e-07 1.7262371724263871e-08 -4.2777287585794436e-08
leaf_weight=22 30 20 25 21 22 20 23 28 23 24 20 22 21 22 24 21 21 28 21 32 36 38 23 26 20 27 23 25 1953 460
leaf_count=22 30 20 25 21 22 20 23 28 23 24 20 22 21 22 24 21 21 28 21 32 36 38 23 26 20 27 23 25 1953 460
internal_value=0 1.5461e-09 -3.85039e-10 -1.4807e-07 1.85483e-09 -2.70202e-10 1.50199e-09 1.47135e-07 -1.03292e-09 6.0344e-10 -1.39083e-09 -3.15619e-09 -7.15189e-10 5.9691e-08 -7.57684e-09 2.4893e-08 5.58594e-08 2.66436e-07 3.74707e-09 5.33053e-08 2.02235e-07 -1.92825e-08 -1.09737e-07 -2.95623e-07 -3.19105e-07 -2.49218e-09 -1.77865e-07 8.51635e-10 3.26436e-09 5.81677e-09
internal_weight=0 3099 3079 46 3033 3011 2981 51 2930 2907 2887 2867 2843 290 2553 268 247 49 198 177 58 119 87 49 41 2512 47 2465 2440 2413
internal_count=3121 3099 3079 46 3033 3011 2981 51 2930 2907 2887 2867 2843 290 2553 268 247 49 198 177 58 119 87 49 41 2512 47 2465 2440 2413
is_linear=0
shrinkage=0.1


Tree=9367
num_leaves=31
num_cat=0
split_feature=472 1429 1425 1426 1212 401 1210 1212 1212 132 1203 394 1211 401 15 402 1212 1212 1212 1212 129 402 16 13 1212 401 1209 1209 402 402
split_gain=1.06879e-10 1.34583e-10 8.34802e-11 9.85907e-11 8.09759e-11 1.09323e-10 1.2486e-10 2.69517e-10 1.17072e-10 8.35419e-11 4.95213e-10 4.53837e-10 1.1836e-10 1.86465e-10 5.6663e-10 1.05893e-10 3.55361e-10 1.14075e-10 1.47513e-10 1.10268e-10 1.0632e-10 1.22901e-10 1.24567e-09 1.00966e-09 1.48619e-10 3.87879e-10 1.41049e-10 3.785e-10 1.31195e-10 1.50178e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.10129000000000002 1.0000000180025095e-35 -0.53159999999999996 0.13729500000000003 -0.40154499999999999 0.15049500000000002 0.13613500000000003 -0.083449999999999983 0.089480000000000018 0.12358500000000001 0.11671000000000002 -0.13200999999999999 0.095175000000000023 0.11522000000000002 -0.020729999999999995 0.11006000000000002 0.10321500000000002 0.095315000000000011 -0.08133 0.094750000000000015 -0.090054999999999982 -0.085744999999999988 -0.092474999999999988 0.10022000000000002 -0.087199999999999986 -0.065739999999999979 0.088375000000000023 0.079755000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 9 10 -8 12 13 14 -11 17 -17 18 19 20 -15 24 -23 -24 -22 26 -26 -28 29 -29
right_child=1 2 -4 -5 5 -7 7 -9 -10 11 -12 -13 -14 15 -16 16 -18 -19 -20 -21 21 22 23 -25 25 -27 27 28 -30 -31
leaf_value=-2.1021104051518102e-07 2.4263074224158432e-07 -2.0075022291621283e-07 -1.8996989945949478e-07 2.2255789815517347e-07 2.1353284443682278e-07 2.1831650433736998e-07 -1.2382118664667835e-08 -3.5946583563730077e-07 2.3532559465945182e-07 -8.1851946921081745e-08 -5.3578230591710967e-07 4.5539705992454894e-07 -1.8604438309921536e-07 2.0233458928942129e-07 6.0531005637187722e-07 -7.5834763386469176e-08 4.5694278339526914e-07 -2.427110908342911e-07 2.6099081164180204e-07 -1.9572126241484967e-07 2.1025508122430769e-07 -5.8971004778283851e-07 -3.9316557439135416e-07 4.7083314515966303e-07 2.5260981870319072e-07 -4.1208940522754189e-07 -3.9684588071982792e-07 3.0922605474634023e-09 1.9175607788055359e-07 -1.7949083898023991e-07
leaf_weight=24 23 20 23 20 27 23 188 21 21 30 20 22 34 25 20 31 21 20 21 30 33 35 21 38 22 23 24 2179 36 46
leaf_count=24 23 20 23 20 27 23 188 21 21 30 20 22 34 25 20 31 21 20 21 30 33 35 21 38 22 23 24 2179 36 46
internal_value=0 1.63357e-09 -1.69594e-10 1.26122e-09 -1.99005e-10 1.13312e-09 -5.38641e-10 -2.49066e-09 5.91626e-11 -1.6334e-09 -6.27091e-08 3.05259e-09 -6.48252e-10 1.72594e-09 1.93013e-07 -1.9456e-09 1.39325e-07 -4.82303e-09 -2.94472e-09 -5.15119e-09 -2.84776e-09 -4.9355e-09 -1.17071e-07 1.63308e-07 -4.74756e-10 -3.45934e-09 6.1456e-10 -1.81165e-09 2.38155e-09 -6.82491e-10
internal_weight=0 3097 3074 3051 3031 3011 2988 2961 2940 2919 208 2711 2689 2655 50 2605 52 2553 2533 2512 2482 2457 94 59 2363 2330 2307 2285 2261 2225
internal_count=3121 3097 3074 3051 3031 3011 2988 2961 2940 2919 208 2711 2689 2655 50 2605 52 2553 2533 2512 2482 2457 94 59 2363 2330 2307 2285 2261 2225
is_linear=0
shrinkage=0.1


Tree=9368
num_leaves=31
num_cat=0
split_feature=1429 1426 1428 473 472 1428 13 48 52 16 15 34 34 97 9 3 10 4 2 13 2 2 3 1456 13 13 402 13 402 12
split_gain=1.05971e-10 1.66311e-10 1.32472e-10 1.22515e-10 1.58551e-10 1.59558e-10 8.97277e-11 1.42196e-10 2.67439e-10 1.54148e-10 2.22713e-10 1.06495e-10 9.97789e-11 7.01203e-10 3.27031e-10 1.08751e-09 3.11845e-10 2.00367e-09 3.45502e-10 2.57601e-10 2.46658e-10 2.12233e-10 2.09421e-10 1.42458e-10 1.30397e-10 3.04759e-10 3.32386e-10 2.9893e-10 1.82061e-10 1.5266e-10
threshold=-0.23752499999999996 -0.089244999999999977 -0.071779999999999997 -1.0000000180025095e-35 -0.096814999999999998 0.092095000000000024 -0.41572999999999993 0.091635000000000008 0.077655000000000016 -0.0034149999999999996 -0.090644999999999989 -0.112215 -0.057544999999999992 -0.079444999999999988 0.091600000000000015 -0.13309499999999996 -0.0093599999999999985 0.053180000000000012 -0.0091949999999999983 -0.17933499999999997 0.11728500000000001 -0.020134999999999997 0.13524500000000003 0.11772000000000001 -0.097224999999999992 -0.099939999999999987 0.079755000000000006 -0.094514999999999988 0.086535000000000015 0.094580000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 8 9 10 -6 -8 13 21 16 -16 17 -14 -18 20 -20 -13 23 24 25 26 29 28 -26 -21
right_child=1 2 3 4 5 -7 11 -9 -10 -11 -12 12 14 -15 15 -17 18 -19 19 22 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-2.1869467962625838e-07 2.7552587980039792e-07 -2.394961770930778e-07 2.480889573419631e-07 -2.5102150311795414e-07 2.7692189306094409e-08 2.5866754379914404e-07 -2.0143575730563265e-07 2.7294545607977245e-07 2.9295612051782883e-07 1.0826742725100757e-07 -4.442324760134398e-07 -3.3478846074244542e-07 -2.3931720915827879e-07 5.8479327110076573e-07 2.4249782022423004e-07 -7.8784802915216857e-07 -3.5507006142917627e-07 9.7856485775144564e-07 -4.8943315452528877e-07 4.5227772644426193e-08 -2.0146456236602719e-08 8.2641206282805175e-08 2.4513319967159727e-07 -2.0757282522316187e-07 -4.8770662615993391e-07 4.3616644130782911e-07 -3.4108536780763646e-07 5.9811999945588607e-10 -6.6130538590143607e-08 3.5229465847663735e-07
leaf_weight=22 22 23 20 25 20 24 27 30 26 25 20 21 35 22 20 21 28 22 21 85 24 29 35 33 20 22 20 2338 21 20
leaf_count=22 22 23 20 25 20 24 27 30 26 25 20 21 35 22 20 21 28 22 21 85 24 29 35 33 20 22 20 2338 21 20
internal_value=0 1.55684e-09 -4.01991e-10 1.39865e-09 -2.27519e-10 1.85618e-09 -2.08635e-10 8.41413e-08 2.18982e-08 -8.65249e-08 -2.0827e-07 -3.7723e-09 -1.89112e-09 1.14326e-07 -4.9174e-09 -2.8524e-07 -6.98146e-10 2.30743e-07 -5.64457e-09 -1.93714e-09 -2.39147e-07 -9.26793e-08 2.17791e-09 -1.14504e-09 1.55176e-09 9.29538e-08 3.25484e-08 -4.09604e-09 -2.71777e-07 1.03717e-07
internal_weight=0 3099 3077 3054 3034 3009 2985 121 91 65 40 2864 2837 72 2765 41 2724 57 2667 2639 45 50 2594 2559 2526 147 125 2379 41 105
internal_count=3121 3099 3077 3054 3034 3009 2985 121 91 65 40 2864 2837 72 2765 41 2724 57 2667 2639 45 50 2594 2559 2526 147 125 2379 41 105
is_linear=0
shrinkage=0.1


Tree=9369
num_leaves=31
num_cat=0
split_feature=11 472 1429 1429 401 1213 13 2 402 3 1210 1213 1186 16 401 401 1204 132 15 1211 0 12 133 0 16 43 1213 403 403 403
split_gain=9.7997e-11 9.27386e-11 1.27044e-10 9.0485e-11 8.25035e-11 1.12307e-10 4.88627e-10 3.39646e-10 8.83069e-11 3.80805e-10 2.10626e-10 1.74135e-10 2.25129e-10 1.61276e-10 1.31625e-10 1.64859e-10 2.10983e-10 2.24488e-10 3.4516e-09 2.241e-09 1.55399e-10 1.3941e-10 1.93798e-10 1.44079e-10 1.0826e-10 1.09729e-10 9.66373e-11 2.49898e-10 1.75522e-10 1.6321e-10
threshold=-0.072629999999999986 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 0.13837000000000002 0.15253500000000003 -0.084319999999999992 0.085155000000000022 -0.45015499999999992 -0.078084999999999988 0.20852500000000002 0.11076500000000002 -0.13028499999999998 -0.077074999999999991 0.11655000000000001 0.10947000000000001 0.057120000000000011 -0.083284999999999984 0.090455000000000021 0.10636500000000002 -0.077999999999999986 0.11527000000000001 -0.37971999999999995 -0.082084999999999977 -0.090764999999999985 -0.0087399999999999995 0.093235000000000026 -0.55276999999999987 -0.53960999999999981 -0.52917499999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 8 -7 -8 9 13 11 12 -10 -5 15 16 17 18 21 26 -16 22 -14 24 -24 -26 27 -19 -29 -30
right_child=1 2 3 4 -6 6 7 -9 10 -11 -12 -13 14 -15 20 -17 -18 19 -20 -21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-2.1528876120988743e-07 -1.9434785443195325e-07 2.3713490876438617e-07 -1.8823970901848954e-07 -1.2900591045195142e-07 -1.9473072385489148e-07 5.3494987375708146e-07 -3.3721459945209891e-07 1.642096817379622e-07 3.377104758328642e-07 -4.209542956346013e-07 2.986531718818242e-07 -2.7287948040319193e-07 -3.2945723141871761e-07 2.6777597938798001e-07 -3.424670461882329e-07 2.1062584791608468e-07 -3.0753744317218497e-07 -3.0597179173897671e-07 1.3486341011414994e-06 -1.0328097756330731e-06 3.0023384007498479e-08 1.7098943884500766e-07 8.9991321834017784e-08 1.9848122008170323e-07 -3.170094918603949e-07 -3.1715927458922779e-08 1.860310912457737e-07 2.2802711263076552e-07 -2.7509690589849493e-07 4.9069334135231647e-09
leaf_weight=21 24 23 25 20 21 21 22 35 20 25 24 23 27 21 24 38 22 26 20 21 21 24 23 22 26 28 29 35 21 2389
leaf_count=21 24 23 25 20 21 21 22 35 20 25 24 23 27 21 24 38 22 26 20 21 21 24 23 22 26 28 29 35 21 2389
internal_value=0 1.46309e-09 2.99088e-09 1.22693e-09 2.79122e-09 4.17066e-09 1.22597e-07 -2.93225e-08 1.01694e-09 -1.13344e-07 3.65326e-09 1.15942e-09 3.39767e-09 7.42238e-08 1.0063e-09 3.7813e-09 8.84099e-10 3.40557e-09 1.1463e-07 -4.09472e-09 -1.68638e-07 -4.99034e-08 -9.19782e-08 -2.72112e-08 -9.16947e-08 -1.69079e-07 4.54649e-09 2.41656e-09 5.69594e-09 2.46707e-09
internal_weight=0 3100 3076 3053 3028 3007 78 57 2929 66 2863 2839 2816 41 2796 2751 2713 2691 170 2521 45 150 126 99 77 54 2500 2471 2445 2410
internal_count=3121 3100 3076 3053 3028 3007 78 57 2929 66 2863 2839 2816 41 2796 2751 2713 2691 170 2521 45 150 126 99 77 54 2500 2471 2445 2410
is_linear=0
shrinkage=0.1


Tree=9370
num_leaves=31
num_cat=0
split_feature=1429 156 11 15 1429 1426 1428 9 10 2 12 33 34 46 475 9 132 1185 15 1186 0 42 15 52 42 131 131 480 481 480
split_gain=1.05851e-10 1.81527e-10 8.60954e-11 3.50536e-10 1.67922e-10 1.16889e-10 9.62514e-11 8.66764e-11 2.322e-10 1.73274e-10 1.2709e-10 9.01654e-11 1.13949e-10 1.06913e-10 3.0352e-10 9.72904e-11 8.86065e-11 5.53686e-10 3.00016e-10 1.95776e-10 1.386e-10 1.64288e-10 2.2593e-10 1.4847e-10 9.47558e-11 9.46431e-11 4.4319e-10 3.88612e-10 1.54012e-09 2.65162e-10
threshold=-0.23752499999999996 0.32523500000000005 0.098315000000000013 -1.0000000180025095e-35 -0.10379499999999998 -0.052649999999999995 0.091025000000000009 0.092890000000000014 0.053330000000000009 -0.090999999999999984 -0.010834999999999999 0.085305000000000006 -0.084769999999999984 0.10253500000000002 0.093020000000000005 -0.036024999999999995 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.09515499999999999 -0.049004999999999993 0.084510000000000016 0.085540000000000019 -0.010544999999999997 0.090690000000000007 0.090150000000000022 0.11191000000000002 -0.0050099999999999988 0.10344000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 7 8 9 -7 -9 12 -11 14 15 -14 18 -18 19 20 -17 23 24 -22 -23 26 27 29 -29 -19
right_child=1 -3 3 -5 5 6 -8 10 -10 11 -12 -13 13 -15 -16 16 17 25 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.1857741165314853e-07 2.5470271531538364e-07 3.0184513672537604e-07 1.1682017321845707e-07 -4.3737877218420961e-07 -1.8769908882115323e-07 2.4884782077500792e-07 2.2018343635465955e-07 3.0855557016903652e-07 -2.4435630366089098e-07 2.3257664465637347e-07 -3.974500643266765e-08 -1.9414489819495154e-07 -1.7845603312502313e-07 -2.0307343494990324e-07 3.7061463502978272e-07 1.9659052312323078e-07 5.1628869046215281e-07 -4.5547551781362274e-09 -3.8767135720263471e-07 -3.1469787984406141e-07 -3.217934606326242e-08 8.5208877032488567e-08 3.2640986660226193e-07 -3.4694885545397249e-07 -2.0859377162282943e-07 5.2438100067127038e-08 -4.7527344960940353e-07 9.3060247735365925e-07 -2.9555203328511329e-07 -3.4595528426922577e-07
leaf_weight=22 26 20 25 21 33 28 20 22 39 21 20 24 31 26 22 34 21 2094 25 20 43 23 24 23 21 309 20 20 21 23
leaf_count=22 26 20 25 21 33 28 20 22 39 21 20 24 31 26 22 34 21 2094 25 20 43 23 24 23 21 309 20 20 21 23
internal_value=0 1.549e-09 -4.01605e-10 -1.36184e-07 1.65773e-09 -5.30217e-10 1.54664e-09 6.63643e-11 -1.99082e-09 1.2992e-09 1.42698e-07 -1.13713e-09 5.0491e-10 -1.23563e-09 6.56147e-10 -2.30137e-09 -2.94463e-10 4.96443e-09 -6.22161e-08 -1.89375e-08 1.62721e-08 -2.94803e-08 7.96055e-08 -1.41872e-07 -5.50151e-08 6.46856e-10 -6.70094e-09 -2.35828e-09 3.02572e-07 -8.26388e-09
internal_weight=0 3099 3079 46 3033 3007 2974 2954 2912 2873 42 2845 2821 2800 2774 2752 2721 2508 213 188 168 134 68 66 44 2487 2178 2158 41 2117
internal_count=3121 3099 3079 46 3033 3007 2974 2954 2912 2873 42 2845 2821 2800 2774 2752 2721 2508 213 188 168 134 68 66 44 2487 2178 2158 41 2117
is_linear=0
shrinkage=0.1


Tree=9371
num_leaves=31
num_cat=0
split_feature=156 156 1429 474 44 46 1428 105 33 1211 43 1213 3 51 1186 394 132 50 1211 132 15 52 0 133 2 133 3 475 160 4
split_gain=9.6235e-11 8.31289e-11 1.01442e-10 1.75743e-10 8.26842e-11 3.95313e-10 1.22509e-10 8.97789e-11 1.16554e-10 8.2614e-11 2.69264e-10 1.35962e-10 8.60633e-11 3.38562e-10 1.33325e-10 3.85798e-10 2.59712e-10 3.68435e-09 2.93284e-09 3.85146e-10 2.5108e-10 1.19447e-10 1.49422e-10 1.40957e-10 1.43971e-10 1.196e-10 1.18069e-10 1.29624e-10 1.09088e-10 5.51319e-10
threshold=0.3248100000000001 0.14862 0.12387000000000002 -0.23025999999999996 0.084760000000000016 0.10253500000000002 -0.020064999999999996 0.080965000000000023 -0.0066799999999999993 0.11301500000000002 0.05259500000000001 0.41946500000000003 -0.16726499999999997 0.020580000000000005 0.057025000000000006 -0.083854999999999999 -0.083284999999999984 0.10022000000000002 0.10636500000000002 -0.044384999999999994 0.092400000000000024 0.090645000000000017 -0.096374999999999975 -0.37971999999999995 0.084245000000000014 -0.084614999999999982 -0.15713499999999997 0.088410000000000016 -0.54913999999999985 -0.081609999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 8 -8 12 -11 -12 13 -10 16 -16 17 20 19 -18 21 22 -14 -24 -25 -26 -21 28 29 -28
right_child=-2 -3 -4 4 5 -7 7 -9 9 10 11 -13 14 -15 15 -17 18 -19 -20 26 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=2.7120808852032498e-07 -2.0379175593817585e-07 1.9980238943974527e-07 -2.1886984354426077e-07 -2.0362008041748443e-07 4.6929823810160093e-07 -1.1280115972717958e-07 2.1174566313675314e-07 -2.0654553474114004e-07 -1.999973322755169e-08 3.5283434714175304e-07 -2.4024018557611271e-07 1.2849010317950162e-07 1.8964183047168823e-07 3.8337698252835908e-07 1.4682643367791571e-08 -4.1992106749451829e-07 4.3546823274454033e-07 1.3942162379976253e-06 -1.1884395436687729e-06 -1.9021313066335711e-07 -3.3812247591432277e-07 2.3125164283382697e-07 -2.751980230397277e-07 -1.9376835354023571e-07 2.793214048679715e-07 -3.2407660555122675e-08 -2.8332928110330612e-07 -2.4413039092507919e-07 -3.6366553464932856e-09 3.7150165811776028e-07
leaf_weight=24 23 21 21 30 20 28 26 21 81 27 20 20 26 28 64 30 20 20 21 34 24 21 27 28 20 32 20 22 2286 36
leaf_count=24 23 21 21 30 20 28 26 21 81 27 20 20 26 28 64 30 20 20 21 34 24 21 27 28 20 32 20 22 2286 36
internal_value=0 1.51762e-09 1.64357e-10 1.6695e-09 -4.6405e-10 1.2974e-07 -2.55849e-09 -5.16564e-10 9.58584e-10 -9.26681e-10 1.08829e-07 -5.5875e-08 -3.51598e-09 8.362e-08 -6.99376e-09 -1.24021e-07 -2.82215e-09 1.07323e-07 -1.17638e-08 -1.54453e-09 -3.72722e-08 9.6136e-09 -2.53819e-08 -7.76306e-08 -1.09516e-08 8.74881e-08 -5.18934e-09 -2.52825e-09 -2.58719e-10 1.37633e-07
internal_weight=0 3098 3077 3056 3032 48 2984 2954 2933 2907 67 40 2840 109 2731 94 2637 198 2439 2418 178 154 133 107 80 52 2398 2364 2342 56
internal_count=3121 3098 3077 3056 3032 48 2984 2954 2933 2907 67 40 2840 109 2731 94 2637 198 2439 2418 178 154 133 107 80 52 2398 2364 2342 56
is_linear=0
shrinkage=0.1


Tree=9372
num_leaves=31
num_cat=0
split_feature=1211 50 42 15 15 1186 393 3 50 151 1 1 48 1 3 2 14 15 15 40 39 1425 156 150 9 9 41 12 13 3
split_gain=8.95016e-11 3.84482e-10 2.41437e-10 1.71023e-10 1.54875e-10 9.6148e-11 1.47259e-10 9.61513e-11 3.11935e-10 3.17016e-10 5.52399e-10 1.22753e-09 3.144e-10 3.14913e-10 2.58061e-10 2.28251e-10 2.228e-10 1.54522e-10 1.29834e-10 2.25941e-10 2.27362e-10 1.31622e-10 1.88656e-10 1.30824e-10 2.61121e-10 3.26633e-10 1.99385e-10 3.0497e-10 1.58895e-10 1.54294e-10
threshold=0.09030500000000001 0.096900000000000014 0.097020000000000009 0.089165000000000008 0.08517000000000001 -0.095479999999999982 0.11333500000000001 0.10893000000000001 0.091320000000000012 -0.080454999999999985 0.11181500000000001 0.102705 0.097500000000000017 0.13534000000000004 0.10542000000000001 0.11548000000000001 -0.073394999999999974 -0.43375999999999998 -0.56020999999999987 -0.24134999999999998 0.12768500000000002 0.09198000000000002 0.15608500000000003 0.12820000000000001 0.092890000000000014 0.088235000000000022 0.086565000000000017 0.08486500000000001 -0.16152999999999998 0.099930000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 7 14 9 15 11 -11 13 -12 18 -9 -10 -15 -7 -20 21 22 23 24 25 26 28 -28 -21 -30
right_child=1 -3 -4 -5 -6 6 -8 8 16 10 12 -13 -14 17 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-1.8168170280811562e-07 1.3979215112147615e-07 4.171440064876859e-07 -2.7028424489991761e-07 3.2555268801172046e-07 -1.887893878697119e-07 2.3023746977727293e-07 2.6867600837476858e-07 -3.8087667403054921e-07 2.7969136340288969e-08 -4.9761953944433679e-11 4.019740838619631e-07 9.7821209741912604e-07 -2.4322541846029728e-07 -1.5202906391851362e-07 -3.3571218788589855e-07 9.1157782549089457e-08 -4.3839481591589905e-07 1.4542081117951965e-07 -3.4322002079534291e-07 -2.7827507445010727e-07 3.3004768965838595e-07 1.8703909946078272e-07 -3.0951297905598303e-07 -1.9781723763243365e-07 2.9784687234674884e-07 -3.8434921666200118e-07 3.644803977446524e-07 -4.1683254667795586e-08 -1.070567761122111e-08 2.6157360610211203e-07
leaf_weight=30 32 27 26 21 26 23 20 21 21 29 30 23 29 31 24 20 20 40 20 22 20 34 21 36 28 23 36 38 2329 21
leaf_count=30 32 27 26 21 26 23 20 21 21 29 30 23 29 31 24 20 20 40 20 22 20 34 21 36 28 23 36 38 2329 21
internal_value=0 8.05828e-08 -5.96152e-09 8.10308e-08 -7.50302e-09 -3.5591e-09 -1.75319e-09 -3.59347e-09 5.3982e-08 1.00591e-07 1.57182e-07 4.32643e-07 4.69971e-08 1.30328e-07 -9.27569e-09 -1.50616e-07 -1.99525e-07 1.55483e-08 -6.32039e-09 -8.39073e-09 -5.82302e-09 -8.41862e-09 -1.10206e-08 -8.54597e-09 -5.81719e-09 -9.26093e-09 -5.73393e-09 1.5591e-07 -1.07768e-08 -8.27254e-09
internal_weight=0 132 105 79 58 2989 2959 2939 264 223 182 52 130 101 2675 41 41 71 2651 2628 2608 2588 2554 2533 2497 2469 2446 74 2372 2350
internal_count=3121 132 105 79 58 2989 2959 2939 264 223 182 52 130 101 2675 41 41 71 2651 2628 2608 2588 2554 2533 2497 2469 2446 74 2372 2350
is_linear=0
shrinkage=0.1


Tree=9373
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 475 475 1429 156 46 13 13 160 0 1210 133 33 51 482 2 51 42 52 43 151 52 52 1 42 401
split_gain=9.29261e-11 4.23413e-10 2.65693e-10 8.97766e-11 1.77807e-10 9.33922e-11 1.09125e-10 1.46486e-10 1.38438e-10 9.53349e-11 1.01079e-10 5.79269e-10 1.43565e-09 6.78703e-10 3.09463e-09 1.21177e-09 4.67655e-10 4.41351e-10 4.05493e-10 4.52883e-10 3.50085e-10 4.01462e-10 1.66322e-09 3.95916e-10 4.8467e-10 3.59904e-10 3.07654e-10 2.70144e-10 1.97557e-10 4.6827e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 0.088410000000000016 0.051590000000000004 0.12387000000000002 -0.094124999999999986 0.10123000000000001 -0.088319999999999996 -0.089109999999999981 -1.0000000180025095e-35 -0.083804999999999977 -0.076234999999999983 -0.040449999999999993 -0.009184999999999997 0.09364500000000002 0.087425000000000017 -0.033169999999999991 0.090560000000000015 0.083235000000000017 0.048770000000000008 -0.081374999999999989 -0.0093999999999999986 0.039215000000000007 -0.049749999999999996 0.08844500000000001 0.089015000000000025 0.082280000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 8 -5 10 11 13 -13 14 -10 -15 -12 -17 19 -16 21 22 26 -23 -25 27 -21 -26 29 -27
right_child=1 3 -4 4 -6 -7 -8 -9 9 -11 16 12 -14 15 18 17 -18 -19 -20 20 -22 23 -24 24 25 28 -28 -29 -30 -31
leaf_value=-2.1648009042343266e-08 4.5217153033913097e-07 -2.0962174968275351e-07 -3.5635694549303785e-07 2.4198708835262059e-07 3.0010862602125602e-07 -1.5694257692112424e-07 1.8658619755917984e-07 -2.6225232142943846e-07 -1.2412525122618674e-06 1.8773377542894803e-07 -4.2453446364258227e-07 -2.6939492016708753e-07 8.4843808207534927e-07 7.7326735103047562e-07 4.3166421592321147e-07 1.571374139767332e-07 -5.7043094087363643e-09 -3.3476572565878848e-07 4.4517164340618362e-07 -2.9241685052491688e-07 2.3292891965772866e-07 -3.0642076662701358e-07 -9.9454314122142592e-07 5.2111431898538289e-07 -3.7143172896074194e-07 -3.4453243017651405e-07 1.6657793345586923e-07 3.6731716954085229e-08 3.4371227968676982e-07 3.1707974921632943e-07
leaf_weight=195 21 20 27 24 20 37 32 21 21 27 27 20 27 29 21 76 2113 24 20 23 39 36 23 20 34 20 40 31 30 23
leaf_count=195 21 20 27 24 20 37 32 21 21 27 27 20 27 29 21 76 2113 24 20 23 39 36 23 20 34 20 40 31 30 23
internal_value=0 4.77392e-09 -6.23559e-08 1.50937e-09 2.98685e-09 8.92967e-10 2.97791e-09 8.56034e-10 2.86669e-09 7.59899e-10 -1.11192e-09 3.68345e-08 3.72764e-07 5.8762e-09 -6.12492e-08 2.0413e-07 -1.09886e-08 3.90807e-08 7.58429e-09 -1.81561e-08 -4.77681e-08 -8.68652e-08 -2.66709e-07 -7.14074e-09 6.10497e-08 -5.62639e-09 -9.91591e-10 -1.76769e-07 1.46761e-07 9.35315e-09
internal_weight=0 2899 222 2878 2858 2838 2801 2769 2748 2724 2697 557 47 510 381 129 2140 100 360 340 319 280 86 194 158 138 63 65 73 43
internal_count=3121 2899 222 2878 2858 2838 2801 2769 2748 2724 2697 557 47 510 381 129 2140 100 360 340 319 280 86 194 158 138 63 65 73 43
is_linear=0
shrinkage=0.1


Tree=9374
num_leaves=31
num_cat=0
split_feature=472 1429 1425 4 2 4 2 52 471 153 40 130 157 2 0 157 157 1375 16 157 457 448 1348 151 150 147 42 1454 1455 2
split_gain=9.63629e-11 1.40663e-10 9.06791e-11 8.53883e-11 2.35368e-10 2.05139e-10 1.06787e-09 1.36658e-10 1.24275e-10 1.30786e-10 1.0716e-10 1.86027e-10 1.0923e-10 6.40884e-10 1.1441e-09 5.03661e-10 4.01195e-10 2.48109e-10 1.2237e-09 3.83102e-10 1.85008e-10 2.64627e-10 3.06323e-10 2.17029e-10 1.73736e-10 2.93289e-10 1.39967e-10 1.27841e-10 1.3187e-10 1.2987e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.10034500000000002 -0.52556499999999995 0.093680000000000013 -0.50690499999999983 0.095195000000000016 -0.56368999999999991 0.10338500000000002 0.084695000000000006 -0.24290999999999999 -0.22229499999999999 -0.087424999999999989 0.087470000000000006 -0.085669999999999982 -0.086394999999999986 -0.090834999999999985 -0.15308499999999997 -0.071854999999999988 -0.083699999999999983 0.11612500000000002 0.030280000000000001 0.091105000000000005 0.13340000000000005 0.12068000000000002 0.096265000000000003 0.084755000000000011 0.10906500000000001 0.10861000000000001 0.091055000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 -7 9 10 -9 -12 13 16 -15 -14 26 18 -17 -19 21 22 23 24 25 27 -13 28 29 -21
right_child=1 2 -4 5 -6 7 -8 8 -10 -11 11 12 15 14 -16 17 -18 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.996068206722157e-07 2.4792641023845653e-07 -6.5604567454245084e-08 -1.8625895115484618e-07 3.2225511249959838e-07 3.7503017024805145e-07 2.0480675603397632e-07 -6.3650890785774779e-07 -2.3047995227898356e-07 -2.3661407026829485e-07 2.5679587395188719e-07 2.9146952546067372e-07 -2.1002617490818341e-07 4.5997409241493871e-07 -7.3772223778689756e-07 7.382437024267873e-08 3.0828952643250063e-07 4.9935088533120943e-07 3.424257894232252e-07 -7.2423152298976381e-07 -1.7856387137918602e-08 2.8830797304283093e-07 -3.2033341881287928e-07 3.9013898629036702e-07 -2.5370994365784207e-07 2.5294545122489113e-07 -3.7422455791545964e-07 1.5549343459042576e-07 1.9658051766066018e-07 -2.099359943485979e-07 2.9846170806253958e-08
leaf_weight=24 23 27 26 21 22 33 26 20 22 20 22 22 24 32 38 22 21 33 24 1441 22 26 20 34 27 21 20 33 30 945
leaf_count=24 23 27 26 21 22 33 26 20 22 20 22 22 24 32 38 22 21 33 24 1441 22 26 20 34 27 21 20 33 30 945
internal_value=0 1.54573e-09 -2.97714e-10 1.28857e-09 1.32231e-07 -8.50877e-10 -2.08125e-07 2.44922e-09 1.61518e-10 1.95961e-09 1.88065e-10 1.80282e-09 -4.45033e-10 -8.89182e-08 -2.97168e-07 3.90987e-09 1.42471e-07 -1.77342e-10 -2.30417e-07 3.84661e-09 -4.52399e-10 -2.91756e-09 3.17565e-10 -2.76281e-09 6.54172e-10 -2.10367e-09 -3.59692e-08 1.08724e-09 -1.58299e-09 1.0367e-09
internal_weight=0 3097 3074 3048 49 2999 47 2952 2919 2897 2877 2857 2835 133 70 2702 63 2678 46 2632 2599 2577 2551 2531 2497 2470 42 2449 2416 2386
internal_count=3121 3097 3074 3048 49 2999 47 2952 2919 2897 2877 2857 2835 133 70 2702 63 2678 46 2632 2599 2577 2551 2531 2497 2470 42 2449 2416 2386
is_linear=0
shrinkage=0.1


Tree=9375
num_leaves=31
num_cat=0
split_feature=40 2 1429 156 11 15 474 148 447 45 11 34 13 2 12 9 447 10 2 2 2 2 160 0 1429 2 0 376 123 52
split_gain=9.68665e-11 2.5477e-10 9.07843e-11 1.63802e-10 1.14946e-10 2.79658e-10 1.64453e-10 8.32905e-11 1.68904e-10 8.1493e-11 5.97046e-10 1.81615e-10 3.41913e-10 1.99568e-10 4.18192e-10 7.00319e-10 9.57675e-11 1.00517e-10 2.62039e-10 9.15885e-11 6.52205e-10 6.23922e-10 5.99037e-10 4.41301e-10 3.52453e-10 4.92496e-10 2.86633e-10 2.78206e-10 4.59844e-10 2.96552e-10
threshold=-0.24620999999999996 0.31765000000000004 -0.23752499999999996 0.32523500000000005 0.098315000000000013 -0.042209999999999991 0.11787500000000002 -0.10069499999999999 0.094580000000000011 0.094030000000000016 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.080614999999999978 0.08486500000000001 0.092235000000000011 0.089635000000000006 -0.012544999999999999 -0.020134999999999997 0.10731 0.10644500000000001 0.10981000000000002 0.11205000000000002 -0.23091999999999999 0.091545000000000015 0.11177500000000001 -0.068604999999999985 0.080200000000000007 0.084180000000000019 -0.080114999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 -4 9 10 -9 12 -12 14 15 -13 17 -15 -19 20 27 26 23 -23 25 -25 -21 28 -20 -29
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 11 13 -14 16 -16 -17 -18 18 19 21 -22 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=2.1937072517630442e-07 -2.0129385712214738e-07 -3.2596295701144608e-07 1.4802918380197345e-07 2.8782075276012622e-07 9.6712302131152222e-08 -4.3211515961871786e-07 2.7534595300370383e-07 5.344367951785162e-07 -2.4993596483640162e-07 -1.5033279944581021e-07 9.6543354934717421e-08 7.3067562311734946e-07 -4.3910559318541913e-07 1.5394711478933233e-07 -2.0471838922730968e-07 -5.8509732557933025e-08 1.8586686394428399e-07 -3.4945454375061176e-07 -8.3022559954133474e-10 -6.6833187534463105e-07 4.8542178591657962e-07 -4.9595455294593197e-07 4.2505469868577477e-07 -4.3366099044635182e-07 3.6541597039459982e-07 -4.4444295677135686e-09 -1.5733762443628424e-07 4.6654646078755268e-07 -4.4109460712130996e-07 -2.6398137256809725e-08
leaf_weight=20 22 24 38 20 20 20 22 21 27 35 22 23 26 40 20 22 27 22 2061 21 28 20 30 29 23 342 23 26 24 23
leaf_count=20 22 24 38 20 20 20 22 21 27 35 22 23 26 40 20 22 27 22 2061 21 28 20 30 29 23 342 23 26 24 23
internal_value=0 -1.41344e-09 1.11798e-09 2.57561e-09 6.9591e-10 -1.67701e-07 2.94496e-09 9.29207e-10 -9.75324e-10 1.33621e-09 3.1839e-09 -7.27851e-10 -1.936e-07 2.57381e-09 1.75753e-07 3.44852e-07 -1.53596e-09 -3.4017e-09 -5.75722e-09 -2.90388e-09 5.92854e-09 -4.20344e-08 -6.43929e-09 -3.7707e-08 -1.44457e-08 -3.79951e-08 -4.01221e-07 -3.62847e-10 -5.89802e-09 2.35164e-07
internal_weight=0 3101 3077 3055 3035 40 2995 2973 2935 2908 2873 2852 48 2804 65 45 2739 2712 2672 2650 2162 488 444 414 394 371 44 2134 2085 49
internal_count=3121 3101 3077 3055 3035 40 2995 2973 2935 2908 2873 2852 48 2804 65 45 2739 2712 2672 2650 2162 488 444 414 394 371 44 2134 2085 49
is_linear=0
shrinkage=0.1


Tree=9376
num_leaves=31
num_cat=0
split_feature=11 472 1429 142 147 147 46 454 148 1445 474 15 474 1447 475 475 2 12 151 42 159 0 13 133 151 482 482 13 482 482
split_gain=1.2777e-10 1.05079e-10 1.3334e-10 9.63027e-11 1.00521e-10 1.47525e-10 8.53786e-11 1.01529e-10 1.0691e-10 8.4573e-11 1.15929e-10 4.52577e-10 2.98943e-10 2.60936e-10 1.97167e-10 7.65537e-10 6.4005e-10 1.06109e-09 3.75313e-10 3.62008e-10 2.19437e-10 1.71831e-10 3.0743e-10 1.67856e-10 1.5669e-10 1.71197e-10 2.44116e-10 5.39601e-10 3.85375e-10 2.80304e-10
threshold=-0.072629999999999986 -0.38234499999999999 -0.23587499999999997 -0.057499999999999989 0.099230000000000013 0.093875000000000014 0.10987500000000001 -0.084049999999999986 -0.091979999999999992 0.077530000000000016 0.091180000000000011 -0.0092699999999999987 0.089265000000000011 -0.11565499999999999 -0.086279999999999982 -0.085684999999999997 0.086950000000000013 0.084655000000000022 -0.53100499999999984 0.083935000000000023 -0.47354999999999997 -0.075684999999999988 -0.052719999999999996 0.085760000000000017 0.11265500000000002 0.11701000000000002 0.090355000000000005 -0.077799999999999994 0.085875000000000021 0.081345000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5 -9 10 12 21 13 -10 16 -16 19 -18 -17 -15 -20 23 -23 -12 25 26 28 -28 29 -22
right_child=1 2 3 4 -6 -7 -8 8 9 -11 11 -13 -14 14 15 18 17 -19 20 -21 24 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.4583222446900828e-07 -2.0676716161460718e-07 2.4316715338124558e-07 -2.0698307536613148e-07 -2.077716767021427e-07 1.6461782180206348e-07 -2.4598734237694468e-07 2.0386138363023964e-07 1.9420525793795356e-07 3.6467852016386364e-07 -1.7171010409100519e-07 -3.0051982128387668e-09 -3.8635843764409774e-07 3.8358760664756299e-07 -1.1630567919545293e-07 5.9526051565874447e-07 -4.1818404086024247e-07 -7.4943699205175193e-07 2.18780403063842e-08 3.2823346330024791e-07 4.6415395525462539e-07 -5.1775878286790438e-10 -2.9679641680705318e-07 1.4776363660270624e-07 3.4891272266775011e-07 2.0512660011275476e-07 -2.4991900786559472e-07 -1.842401101111431e-08 6.2627633788281402e-07 -3.4631416583330578e-07 3.3613316821856646e-07
leaf_weight=21 24 23 22 23 38 24 21 29 20 28 33 37 21 21 22 21 31 42 21 22 2312 35 28 23 38 27 37 20 32 25
leaf_count=21 24 23 22 23 38 24 21 29 20 28 33 37 21 21 22 21 31 42 21 22 2312 35 28 23 38 27 37 20 32 25
internal_value=0 1.66487e-09 3.29113e-09 1.484e-09 2.99713e-09 9.45143e-10 2.94123e-09 1.50998e-09 3.15561e-09 1.24248e-09 2.931e-09 -8.0897e-08 7.75296e-09 4.82003e-09 2.12547e-09 7.91461e-09 -1.25385e-07 -3.05667e-07 2.8133e-09 1.80674e-07 6.33279e-09 1.40784e-08 -9.92142e-08 1.41533e-07 3.61905e-09 4.97449e-10 3.28444e-09 2.07787e-07 -1.63604e-09 3.08356e-09
internal_weight=0 3100 3076 3053 3031 2993 2969 2948 2925 2896 2868 156 2712 2691 2671 2555 116 73 2533 43 2512 119 63 56 2491 2453 2426 57 2369 2337
internal_count=3121 3100 3076 3053 3031 2993 2969 2948 2925 2896 2868 156 2712 2691 2671 2555 116 73 2533 43 2512 119 63 56 2491 2453 2426 57 2369 2337
is_linear=0
shrinkage=0.1


Tree=9377
num_leaves=31
num_cat=0
split_feature=11 1420 155 475 0 475 475 156 151 1445 3 1447 131 131 52 480 12 484 42 42 42 4 1210 131 480 44 471 47 47 47
split_gain=1.03494e-10 9.31998e-11 1.21924e-10 9.70115e-11 2.4235e-10 1.23194e-10 5.62007e-10 3.8319e-10 3.49764e-10 2.86182e-10 1.14783e-10 1.06051e-10 1.67847e-10 5.71992e-10 3.09069e-10 2.34212e-10 5.04145e-10 2.23015e-10 4.52621e-10 1.25578e-09 2.66273e-10 1.7489e-10 3.79794e-10 1.43753e-10 1.98919e-10 1.38636e-10 3.97586e-10 1.64879e-10 7.98844e-10 7.3882e-10
threshold=-0.072629999999999986 0.056520000000000008 0.14547000000000002 -0.10664 -0.065229999999999996 -0.086304999999999979 -0.085774999999999976 0.085915000000000005 -0.54526999999999981 0.077020000000000019 -0.082334999999999978 0.059120000000000013 0.089305000000000009 0.091440000000000007 -0.0027449999999999996 0.10344000000000002 0.09364500000000002 -0.017214999999999998 0.093775000000000011 0.097640000000000018 0.090310000000000015 -0.086849999999999997 -0.08126499999999999 0.087205000000000019 0.092935000000000018 0.099360000000000018 0.089900000000000022 0.094460000000000002 0.09055500000000001 0.097480000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 10 -8 11 -5 12 15 14 -14 23 -17 -15 20 -20 21 -19 -23 24 25 26 27 28 -10 -29
right_child=1 -3 -4 5 -6 6 8 -9 9 -11 -12 -13 13 17 -16 16 -18 18 19 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-2.2124899597911064e-07 6.6139277232757368e-08 -1.9905310132937461e-07 2.275090899672705e-07 1.0459051686950716e-07 -3.3298878333625752e-07 -5.27620475168078e-07 4.0151384206927275e-07 4.1261451860134852e-07 -2.6254114809203413e-09 -3.6654238166582741e-07 -2.3420555024245006e-07 1.9762875191580474e-07 1.4456311310251381e-07 2.6357053481973482e-07 6.0873598674613913e-07 -5.8340781017498309e-07 2.4207819334283914e-08 1.9707558856852399e-07 -7.5353284911569878e-07 2.4062275301162116e-07 3.3171318735623703e-07 -4.4748523968962678e-07 1.3941892430838463e-08 -1.932932724603467e-07 2.7534750695569811e-07 -2.3241520549478224e-07 4.046830724746542e-07 -6.2556800711910869e-07 6.3242625515158589e-07 -1.8948867957706058e-08
leaf_weight=21 32 23 24 20 29 20 22 29 2065 21 20 28 32 32 26 22 36 39 27 24 28 20 165 39 26 26 24 23 20 158
leaf_count=21 32 23 24 20 29 20 22 29 2065 21 20 28 32 32 26 22 36 39 27 24 28 20 165 39 26 26 24 23 20 158
internal_value=0 1.49864e-09 2.99772e-09 1.23281e-09 -1.2361e-07 3.77807e-09 6.60444e-10 1.35848e-07 4.3e-09 1.26678e-09 -6.48075e-08 3.96747e-09 2.05274e-09 6.27013e-08 3.52641e-07 -7.71965e-09 -2.06267e-07 1.25028e-08 -1.40126e-08 -2.85695e-07 4.09707e-08 4.62793e-09 -3.59421e-08 -2.88313e-09 2.8766e-10 -2.80023e-09 -1.93249e-10 -4.48144e-09 3.46621e-09 -9.60331e-08
internal_weight=0 3100 3077 3053 61 2992 2923 69 2903 2881 40 2860 2832 393 58 2439 58 335 303 51 252 224 185 2381 2342 2316 2290 2266 2085 181
internal_count=3121 3100 3077 3053 61 2992 2923 69 2903 2881 40 2860 2832 393 58 2439 58 335 303 51 252 224 185 2381 2342 2316 2290 2266 2085 181
is_linear=0
shrinkage=0.1


Tree=9378
num_leaves=31
num_cat=0
split_feature=1429 156 44 475 475 1429 156 11 47 0 16 47 3 9 97 47 42 10 10 0 0 148 447 47 13 3 39 9 10 42
split_gain=9.23329e-11 1.62875e-10 9.27621e-11 9.24102e-11 1.0062e-10 1.12136e-10 1.45185e-10 8.16751e-11 8.03767e-11 8.47038e-10 2.84407e-09 1.05959e-09 2.87462e-10 2.71752e-10 1.38417e-09 3.36807e-10 1.91528e-10 1.71574e-10 1.59954e-10 5.66179e-10 4.7823e-10 1.47175e-10 1.53918e-10 1.4484e-10 2.24916e-10 2.02051e-10 1.38432e-10 3.51466e-10 3.25579e-10 3.0503e-10
threshold=-0.23752499999999996 0.32523500000000005 0.094585000000000016 0.088410000000000016 0.055635000000000011 0.12387000000000002 -0.094124999999999986 -0.072629999999999986 0.092165000000000011 -0.10224499999999999 -0.25582999999999995 0.09550500000000002 -0.034684999999999994 -0.013509999999999999 -0.049229999999999996 0.089640000000000011 0.094365000000000018 -0.0087699999999999983 -0.0093599999999999985 -0.084804999999999978 -0.057069999999999989 -0.10069499999999999 0.094580000000000011 0.11069000000000002 -0.0069799999999999992 -0.079379999999999992 -1.0000000180025095e-35 0.092235000000000011 0.046740000000000011 -0.018024999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 13 10 -10 -11 16 14 17 18 23 -9 19 -15 -21 -20 26 25 -25 -13 29 28 -28 -23
right_child=1 -3 -4 -5 -6 -7 7 8 9 11 -12 12 -14 15 -16 -17 -18 -19 21 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-2.0414693864267976e-07 2.4960938727348467e-07 2.8589336565687517e-07 1.5486916697831909e-07 -1.6877528630423264e-07 1.8816405419183218e-07 -2.3255617067196089e-07 -1.9912406893733228e-07 7.7101041306308845e-08 3.0663661224717878e-08 7.4267460547616793e-07 -1.3618665465031655e-06 -3.0811039821291192e-08 -2.9554790572650095e-07 5.5639024425416839e-07 9.0435916135334091e-07 -3.8212478295423833e-07 2.434287084900475e-07 -2.8342691274345232e-07 2.2611891706349396e-07 -3.9963131690629306e-07 2.6753134411644005e-07 -8.2635960559375992e-08 -2.3756735651707981e-07 -3.4450662746670398e-07 8.8425480000642852e-08 3.3472160588132743e-07 -3.9843849546653944e-09 -3.1959134239351834e-07 3.8254526541240099e-07 4.3820168870470608e-07
leaf_weight=22 23 20 38 33 28 21 21 33 55 20 20 62 32 23 20 23 34 22 28 21 22 23 28 28 21 20 2301 35 22 22
leaf_count=22 23 20 38 33 28 21 21 33 55 20 20 62 32 23 20 23 34 22 28 21 22 23 28 28 21 20 2301 35 22 22
internal_value=0 1.44349e-09 -4.04184e-10 -2.34446e-09 -5.18593e-10 -2.29145e-09 -6.57263e-10 -2.6178e-09 -1.20214e-09 -5.09705e-08 -3.40678e-07 4.91587e-08 -2.1249e-08 4.33822e-09 1.91948e-07 -1.18406e-09 3.19483e-08 -6.71101e-08 2.2859e-09 1.55915e-07 -5.82923e-08 -1.83754e-09 -4.46312e-09 -2.29397e-08 -1.58964e-07 5.83433e-08 -1.74697e-09 -5.06267e-09 -3.23751e-10 1.71996e-07
internal_weight=0 3099 3079 3041 3008 2980 2959 2936 2915 292 75 217 197 2623 75 2548 165 55 2525 66 43 2459 2431 131 49 82 2403 2358 2323 45
internal_count=3121 3099 3079 3041 3008 2980 2959 2936 2915 292 75 217 197 2623 75 2548 165 55 2525 66 43 2459 2431 131 49 82 2403 2358 2323 45
is_linear=0
shrinkage=0.1


Tree=9379
num_leaves=31
num_cat=0
split_feature=156 156 46 44 1429 12 130 10 0 15 10 9 3 4 2 97 15 48 48 147 148 132 394 1203 4 4 2 1455 160 1455
split_gain=9.91054e-11 8.41378e-11 8.30454e-11 2.84591e-10 1.20001e-10 8.65836e-11 1.81756e-10 9.09958e-11 1.59122e-09 1.13878e-09 5.88389e-10 1.13984e-10 6.04023e-10 1.09854e-10 2.11711e-10 1.54703e-10 4.17094e-10 8.40329e-11 1.76236e-10 1.60154e-10 2.36176e-10 8.89861e-11 3.60324e-10 2.24745e-10 1.05322e-10 2.47064e-10 1.34974e-10 3.16432e-10 6.93062e-10 2.81133e-10
threshold=0.3248100000000001 0.14862 0.084955000000000017 0.10049500000000001 -0.23041999999999999 0.23631000000000002 -0.22461999999999996 -0.011239999999999998 -0.10224499999999999 -0.10324499999999999 -0.089679999999999982 0.085555000000000006 -0.083784999999999984 0.62736500000000006 -0.045829999999999989 -0.079444999999999988 -0.47308999999999996 -0.14001 -0.091869999999999993 0.095485000000000014 -0.098399999999999974 -0.083174999999999985 0.10969000000000002 0.089005000000000015 0.51303500000000013 0.50822500000000004 0.11448000000000001 0.085560000000000011 0.11205000000000002 0.10994000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6 8 -8 -10 -11 13 -13 14 -9 -16 -17 -18 -19 20 -20 23 24 -22 25 26 29 28 -28 -23
right_child=-2 -3 3 -5 5 -7 7 11 9 10 -12 12 -14 -15 15 16 17 18 19 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.3457335862014423e-07 -2.0681328183143153e-07 2.0101988113873677e-07 4.1799013501986341e-07 -7.9704291153946008e-08 2.5953230133550449e-07 -2.025125535878726e-07 -8.2809733785522792e-07 -2.5826688807573108e-07 6.3101202566632056e-07 1.0463752535288757e-07 -5.6859395160456322e-07 5.6306582277578685e-07 -1.3153918865965909e-07 1.8675576519223297e-07 -2.3340477571005228e-07 4.2689795196422342e-07 1.9848958973376457e-07 -2.980673710339943e-07 -3.0883438012097033e-07 2.1239215170356018e-07 -2.3465193878800677e-08 1.4219018334828593e-08 4.2817229427782878e-07 -3.3766510227906114e-07 -2.0649570207827614e-07 3.3759567321050614e-07 -4.983314334982056e-08 2.856166455113334e-07 -6.6589637015113113e-07 -2.716353076997231e-07
leaf_weight=22 23 21 20 27 27 21 23 32 28 34 21 21 31 31 28 23 21 20 25 35 183 2024 20 26 24 22 210 23 20 35
leaf_count=22 23 21 20 27 27 21 23 32 28 34 21 21 31 31 28 23 21 20 25 35 183 2024 20 26 24 22 210 23 20 35
internal_value=0 1.53543e-09 1.73981e-10 1.32081e-07 -1.87209e-09 -1.70157e-10 1.2524e-09 -1.10353e-09 -9.20821e-08 1.11874e-07 -1.52414e-07 2.27549e-09 1.48974e-07 -4.4697e-10 -2.54126e-09 4.46405e-10 2.86169e-09 -7.66599e-10 -2.33554e-09 -1.01077e-10 -2.94842e-09 7.56992e-12 5.50589e-09 -6.25523e-08 1.92093e-09 4.06403e-09 8.90291e-10 -6.80384e-08 -1.03404e-07 9.35991e-09
internal_weight=0 3098 3077 47 3030 3008 2987 2960 106 83 55 2854 52 2802 2771 2739 2711 2688 2667 2647 2612 2587 2378 209 2358 2334 2312 253 230 2059
internal_count=3121 3098 3077 47 3030 3008 2987 2960 106 83 55 2854 52 2802 2771 2739 2711 2688 2667 2647 2612 2587 2378 209 2358 2334 2312 253 230 2059
is_linear=0
shrinkage=0.1


Tree=9380
num_leaves=31
num_cat=0
split_feature=1429 474 3 52 150 147 50 159 4 1 3 49 1425 472 124 120 15 9 10 40 123 2 15 2 15 401 0 1 1 13
split_gain=9.43479e-11 2.07754e-10 1.28322e-10 4.29499e-10 2.93182e-10 3.4306e-10 2.18568e-10 3.60714e-10 2.79687e-10 2.71275e-10 1.98049e-10 1.68733e-10 1.48199e-10 2.413e-10 1.46468e-10 1.52229e-10 1.51974e-10 1.60171e-10 3.58713e-10 1.61844e-10 3.09154e-10 2.68324e-10 1.57622e-10 1.00572e-09 7.58298e-10 3.09901e-10 4.95125e-10 2.57868e-10 8.21249e-10 4.34685e-10
threshold=0.12521000000000002 -0.45463999999999999 0.10893000000000001 -0.23798499999999997 0.12068000000000002 0.096265000000000003 0.091320000000000012 0.096715000000000009 -0.0039549999999999993 0.13820500000000002 0.10542000000000001 0.090000000000000011 0.09198000000000002 -0.10116499999999999 0.14970500000000003 1.0000000180025095e-35 -0.56020999999999987 0.092890000000000014 0.053330000000000009 -0.083564999999999987 0.084180000000000019 -0.080614999999999978 -0.10203999999999998 -0.0050599999999999994 -0.10653 0.082280000000000006 -0.036484999999999997 0.10205500000000002 0.092695000000000013 -0.073839999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 -4 5 6 7 8 -5 -9 12 -10 13 -3 15 16 -15 18 19 20 -18 -21 24 -24 25 26 27 28 -23 -29
right_child=-2 2 3 4 -6 -7 -8 9 11 -11 -12 -13 -14 14 -16 -17 17 -19 -20 21 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-3.1487353047460993e-07 2.1648664656481744e-07 -3.3527412778188261e-07 5.1318195026794911e-07 4.6115320755133227e-07 3.6242521552765087e-07 -4.0051533316542988e-07 -1.7761238316674842e-07 -4.1698945814178365e-07 1.170930156254494e-08 8.5489981865355902e-08 -2.9150779094303897e-07 3.3210852418040888e-07 2.1805106863818462e-07 2.6535094555074899e-07 2.4852583981496339e-07 -2.5051683260812751e-07 3.6825498177465711e-08 2.3320163577977837e-07 -3.4540280613591969e-07 3.0901449333344191e-07 -3.6038002425205682e-07 4.0533919559857757e-08 -6.5588369343079955e-07 -4.9388721487061441e-09 5.6968375232642115e-07 3.5459817058836056e-07 -4.4724115184635598e-07 -5.3117032445684612e-09 -6.1210633762439928e-07 4.695076462036424e-07
leaf_weight=21 20 22 20 27 24 20 39 21 65 22 24 22 30 21 23 25 43 28 31 28 36 156 24 2149 27 25 24 51 22 31
leaf_count=21 20 22 20 27 24 20 39 21 65 22 24 22 30 21 23 25 43 28 31 28 36 156 24 2149 27 25 24 51 22 31
internal_value=0 -1.40833e-09 7.28928e-10 6.79511e-08 3.08485e-08 -5.99333e-09 3.4264e-08 8.68957e-08 1.79988e-07 -1.59907e-07 -5.46886e-09 9.27298e-08 -3.01359e-09 -5.41126e-09 -2.76658e-09 -4.8907e-09 -2.61301e-09 -4.71665e-09 -7.23335e-09 -3.226e-09 -1.4418e-07 1.16318e-09 -2.27239e-09 -1.21283e-08 6.14685e-08 1.70614e-08 -1.26514e-08 2.74646e-08 -4.01295e-08 1.74193e-07
internal_weight=0 3101 3080 260 240 216 196 157 114 43 2820 87 2796 2766 2744 2721 2696 2675 2647 2616 79 2537 2509 2173 336 309 284 260 178 82
internal_count=3121 3101 3080 260 240 216 196 157 114 43 2820 87 2796 2766 2744 2721 2696 2675 2647 2616 79 2537 2509 2173 336 309 284 260 178 82
is_linear=0
shrinkage=0.1


Tree=9381
num_leaves=31
num_cat=0
split_feature=46 454 148 447 47 33 0 47 47 47 47 1 48 1452 132 1186 1185 1203 2 2 2 3 16 160 2 457 13 0 43 0
split_gain=8.33426e-11 7.9947e-11 1.0567e-10 1.10026e-10 7.83513e-11 7.61796e-10 6.8553e-10 2.00571e-09 3.30981e-10 3.27753e-10 1.68273e-10 1.15042e-10 1.11476e-10 1.09942e-10 1.14846e-10 2.50685e-09 1.50378e-09 2.97177e-10 1.12984e-10 6.78896e-10 5.18284e-10 5.53336e-10 9.05242e-10 4.76707e-10 7.27926e-10 2.88233e-10 3.00992e-10 9.75003e-10 7.29394e-10 3.94097e-10
threshold=0.10987500000000001 -0.084049999999999986 -0.10069499999999999 0.094580000000000011 0.094160000000000008 -1.0000000180025095e-35 -0.10151999999999999 0.10305500000000002 0.096850000000000006 0.091340000000000018 0.089640000000000011 0.111945 0.11714000000000001 -0.073879999999999987 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.085960000000000023 0.10613000000000002 0.10527500000000002 0.10912000000000001 -0.096099999999999977 -1.0000000180025095e-35 0.087570000000000023 0.11870500000000002 -0.067164999999999989 0.10002500000000002 0.12113000000000002 -0.23229999999999998 -0.010949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -6 -8 10 12 -9 13 -7 15 17 -16 -15 19 -18 21 -20 -23 25 -25 -22 27 29 -28 -27
right_child=-2 2 3 -5 6 9 8 11 -10 -11 -12 -13 -14 14 16 -17 18 -19 20 -21 23 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=-1.7948110235010973e-07 1.9394757334690769e-07 1.7805229392155471e-07 -5.0636822682766551e-07 -1.9242128710554124e-07 1.164415452272749e-06 1.9816852811884559e-07 -4.1510055142685531e-07 -1.3015356724943967e-07 -4.8118545813345871e-09 4.0365945181974898e-07 -2.780927998587272e-07 1.3917630451284628e-07 1.9128892082183789e-07 -2.4715499850556408e-09 -8.7410633767603948e-07 1.1007312906824177e-06 1.1357308599308484e-09 -3.7578864544229875e-07 3.3889913986229203e-08 5.2579004022845769e-07 3.3320133866254766e-07 -9.0513264912791188e-08 -9.8954146653660435e-07 6.9712558477565678e-07 -1.2776981776596587e-07 -7.7309462544914244e-08 -2.4116349481216403e-07 -7.0891285398981087e-07 4.3935643429588509e-07 3.8250762962377399e-07
leaf_weight=25 22 33 30 30 20 27 22 29 185 20 22 35 30 145 20 21 1833 25 32 25 20 24 21 23 20 274 28 24 36 20
leaf_count=25 22 33 30 30 20 27 22 29 185 20 22 35 30 145 20 21 1833 25 32 25 20 24 21 23 20 274 28 24 36 20
internal_value=0 -1.37764e-09 7.08275e-11 -1.86057e-09 3.80727e-11 -5.23823e-09 4.93561e-08 2.90298e-07 -4.84174e-08 3.50581e-10 -2.67046e-09 1.71362e-08 -3.82207e-10 -2.57859e-09 -4.67051e-09 6.99595e-08 -1.06098e-08 -5.73711e-08 -3.35355e-09 8.19513e-09 -4.44597e-08 -2.84003e-07 -5.1006e-07 -3.01073e-09 3.13453e-07 -3.68614e-08 -5.62364e-08 -9.60583e-08 1.41629e-07 -4.60294e-08
internal_weight=0 3099 3074 3041 3011 2720 291 84 207 2690 2670 64 2648 2618 2591 191 2400 170 2380 1858 522 77 45 445 43 402 382 318 64 294
internal_count=3121 3099 3074 3041 3011 2720 291 84 207 2690 2670 64 2648 2618 2591 191 2400 170 2380 1858 522 77 45 445 43 402 382 318 64 294
is_linear=0
shrinkage=0.1


Tree=9382
num_leaves=31
num_cat=0
split_feature=33 9 16 13 34 11 2 4 39 44 1429 156 45 1212 52 4 15 1212 12 4 155 13 484 52 1213 52 16 4 4 2
split_gain=9.01648e-11 1.0828e-10 9.4617e-10 1.35815e-09 1.23778e-10 3.06199e-10 1.95475e-10 1.09099e-09 1.72776e-09 9.26433e-11 1.88772e-10 1.72661e-10 1.00331e-10 8.59838e-11 2.10021e-10 2.17446e-10 3.01194e-10 2.34732e-10 9.80956e-11 1.06393e-09 3.08374e-10 2.15099e-10 4.93829e-10 3.25003e-10 6.38586e-10 4.43491e-10 2.17084e-10 5.27294e-10 4.33767e-10 3.21104e-10
threshold=-0.044254999999999996 0.088235000000000022 -0.056919999999999991 -0.076384999999999995 -0.08786999999999999 -1.0000000180025095e-35 -0.0050599999999999994 0.053180000000000012 0.086175000000000015 0.084760000000000016 -0.23752499999999996 0.32523500000000005 0.116775 0.10321500000000002 0.10263500000000002 -0.076229999999999978 0.091475000000000015 0.11006000000000002 0.098810000000000023 -0.37944499999999992 0.13850000000000004 0.24813000000000004 0.090150000000000022 0.10263500000000002 -1.0000000180025095e-35 0.13140000000000004 -0.071854999999999988 -0.049534999999999989 0.055260000000000011 0.10855000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 7 8 -7 10 -8 13 -11 18 15 16 17 -15 20 -20 -12 22 23 24 -21 -25 -26 -28 29 -29
right_child=1 2 -4 -5 5 6 9 -9 -10 12 11 -13 -14 14 -16 -17 -18 -19 19 21 -22 -23 -24 25 26 -27 27 28 -30 -31
leaf_value=2.0173222568783704e-07 2.4324326740757636e-07 1.2203416304146232e-07 4.0426038778336574e-07 -1.0047208962760125e-06 -3.7208619997644833e-07 1.1686635697572002e-06 -3.1019143253985249e-07 -2.928074634755973e-07 -5.7626693277328475e-08 2.9307555890831987e-07 -3.249587268049249e-09 2.9089584700159323e-07 -1.2507875691794438e-08 2.514786922347412e-07 3.296073658659155e-07 -2.0041394825718518e-07 4.3936973227687302e-07 -1.8523575775475365e-07 -7.462934639030599e-07 4.9454247725104026e-07 3.9113916759703222e-07 -2.5148552164669779e-07 4.6713708356869373e-07 -5.0859897781124198e-07 -1.2619925076989782e-07 -2.3773384854124476e-08 5.0176766940832911e-07 -2.437724218900199e-08 2.2039751727513582e-07 -5.38317204075156e-07
leaf_weight=22 21 23 22 20 22 20 20 32 27 22 2275 20 21 20 26 33 20 32 21 27 20 35 22 29 103 54 23 31 38 20
leaf_count=22 21 23 22 20 22 20 20 32 27 22 2275 20 21 20 26 33 20 32 21 27 20 35 22 29 103 54 23 31 38 20
internal_value=0 -1.43014e-09 -1.29137e-07 -4.02038e-07 1.30584e-09 -3.80417e-10 2.35363e-09 1.57563e-07 4.64199e-07 -1.85708e-09 -4.04071e-09 -1.89153e-09 1.43837e-07 -3.96143e-09 7.51569e-08 1.21501e-08 1.09575e-07 -1.72687e-08 -7.80298e-09 -5.33063e-08 1.87352e-10 -1.52101e-08 8.6217e-09 -2.24163e-08 3.61481e-08 -1.9317e-07 -2.14177e-08 7.4944e-08 -3.53588e-08 -2.25922e-07
internal_weight=0 3099 65 43 3034 3013 2991 79 47 2912 2869 2849 43 2829 131 105 72 52 2698 403 2295 382 347 325 242 83 215 112 89 51
internal_count=3121 3099 65 43 3034 3013 2991 79 47 2912 2869 2849 43 2829 131 105 72 52 2698 403 2295 382 347 325 242 83 215 112 89 51
is_linear=0
shrinkage=0.1


Tree=9383
num_leaves=31
num_cat=0
split_feature=472 1429 40 2 11 15 0 0 12 2 1 10 3 9 2 41 4 12 124 47 45 39 376 16 3 16 16 52 16 15
split_gain=1.0971e-10 1.72329e-10 8.61562e-11 2.08142e-10 9.3622e-11 2.00576e-10 1.26819e-10 2.44141e-10 2.01621e-10 2.41519e-10 1.78836e-10 1.21386e-10 4.38037e-10 2.89253e-10 1.18837e-10 1.15233e-10 2.4119e-10 6.21001e-10 1.29114e-10 1.95345e-10 2.28359e-10 1.52363e-10 2.73398e-10 1.80265e-10 1.34368e-10 1.27584e-10 7.2531e-10 7.23686e-10 5.83205e-10 1.19311e-09
threshold=-0.38234499999999999 -0.23587499999999997 -0.24620999999999996 0.31358000000000003 0.098315000000000013 -0.042209999999999991 0.11070500000000001 0.062580000000000011 0.096075000000000008 0.10467500000000002 0.103565 0.0036750000000000007 -0.014944999999999998 0.088235000000000022 0.17025000000000004 0.076195000000000013 0.038415000000000012 0.08486500000000001 0.08919500000000001 0.13252500000000003 0.094030000000000016 0.10713500000000002 0.088470000000000007 0.052820000000000013 -0.16726499999999997 -0.088704999999999992 -0.088159999999999988 -0.078224999999999975 -0.090764999999999985 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 7 11 9 10 -8 13 -13 14 15 18 17 -17 19 20 21 22 24 -23 -4 27 -27 -26 -29 -30
right_child=1 2 3 -5 5 -7 8 -9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22 23 -24 -25 25 26 -28 28 29 -31
leaf_value=-2.1298258540506746e-07 2.7435580433199864e-07 2.0648494398756158e-07 -2.1669492996607165e-07 -2.5544431085933185e-07 7.289630607587584e-08 -3.7496127585967543e-07 2.8867441482165963e-07 -2.6369941126956421e-07 3.3356952133188101e-07 -1.8989779251299411e-07 -7.8526649699164245e-08 5.2354775483820502e-07 -5.7319711250120488e-08 -3.2071302241222713e-07 2.1109308645105996e-07 5.9509827257931686e-07 -4.2002264088341003e-08 -3.5646059442311727e-08 -2.0398042823721597e-07 2.1466108902553439e-07 -3.1904204631601993e-07 -1.5756151255503097e-10 -3.5685428837372127e-07 3.9376317642693593e-07 4.4066617855757314e-07 5.5967018219860165e-07 6.1468067300098959e-09 -2.8329442151546414e-08 -7.9416547193079991e-07 6.3616149399295226e-08
leaf_weight=24 23 20 29 32 20 20 36 35 29 32 21 20 37 28 27 27 66 37 32 41 23 26 22 21 30 24 1737 537 31 34
leaf_count=24 23 20 29 32 20 20 36 35 29 32 21 20 37 28 27 27 66 37 32 41 23 26 22 21 30 24 1737 537 31 34
internal_value=0 1.64898e-09 -3.91441e-10 -1.74623e-09 9.40182e-10 -1.51032e-07 2.97872e-09 -1.20722e-09 1.04576e-07 2.99606e-08 1.5339e-07 2.0403e-09 1.46493e-07 -9.30059e-10 2.33303e-09 2.58494e-10 9.21277e-08 2.30449e-07 -4.35805e-09 -1.85789e-09 -5.38902e-09 -2.49299e-09 -5.92265e-09 1.7585e-07 -2.735e-09 -1.42089e-10 1.36906e-08 -3.86853e-08 -6.25732e-08 -3.4548e-07
internal_weight=0 3097 3074 3054 3022 40 2982 2864 118 89 57 2829 57 2772 2744 2717 130 64 2587 2555 2514 2491 2444 47 2422 2393 1761 632 602 65
internal_count=3121 3097 3074 3054 3022 40 2982 2864 118 89 57 2829 57 2772 2744 2717 130 64 2587 2555 2514 2491 2444 47 2422 2393 1761 632 602 65
is_linear=0
shrinkage=0.1


Tree=9384
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 475 160 12 157 51 49 151 156 13 157 157 1371 1453 1445 1447 1446 160 2 4 1447 403 1447 403 403 403 1210
split_gain=8.88675e-11 1.39583e-10 8.6461e-11 8.8957e-11 2.36051e-10 7.81885e-10 4.68896e-10 1.1855e-10 7.4937e-10 5.15676e-10 4.43001e-10 3.40759e-10 2.51223e-10 2.17064e-10 2.14129e-10 1.42797e-10 1.25728e-10 2.41602e-10 1.28707e-10 2.13423e-10 2.73544e-10 9.92583e-10 8.55402e-10 3.44169e-10 4.96318e-10 1.33414e-10 1.09908e-10 1.21754e-10 1.32373e-10 1.10435e-10
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -1.0000000180025095e-35 -0.024084999999999999 -0.085834999999999981 0.092550000000000007 -0.087424999999999989 -0.085534999999999986 0.08610000000000001 -0.55306499999999992 -0.03497999999999999 -0.078279999999999975 -0.08577499999999999 -0.083699999999999983 0.08976000000000002 0.088260000000000019 1.0000000180025095e-35 0.059120000000000013 -0.088809999999999986 -0.52439499999999983 0.083715000000000026 -0.081609999999999988 -0.086279999999999982 -0.56738999999999995 -0.08477999999999998 -0.55049499999999985 -0.5425549999999999 -0.5335399999999999 -0.3960249999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 8 -5 11 -9 -10 -13 -12 -15 16 17 18 19 -16 21 -21 -23 -22 -25 -26 -27 -28 -29 -30
right_child=1 2 3 7 5 6 -8 10 9 -11 13 12 -14 14 15 -17 -18 -19 -20 20 23 22 -24 24 25 26 27 28 29 -31
leaf_value=-1.9168432932777556e-07 2.4692021128820986e-07 -1.8556068243924531e-07 -1.334038126780494e-07 -5.7532694699948314e-07 7.2396647780692554e-07 -3.8697519130437283e-07 2.7507912892835283e-07 4.6000416990041452e-07 -4.4806507730754675e-07 4.1054398354735726e-07 -2.6855398319961904e-07 2.3609147515709798e-07 -1.8751813359228568e-07 2.8212586618826243e-07 -3.2618499446357423e-07 -2.4372478399925514e-07 1.8691240636235939e-07 -3.4748445191468138e-07 2.2721308937434514e-07 7.7446160086462137e-07 -2.9885302680190184e-07 -4.4286481187117277e-07 3.1106110398582132e-07 4.7339977607469504e-07 -2.4883729565772228e-07 2.2103039069324125e-07 -2.2761281819327906e-07 2.5493871667947589e-07 -2.3171397363815538e-07 -1.3803335949982165e-09
leaf_weight=24 23 25 30 26 20 20 23 21 21 26 30 28 28 27 20 24 36 20 25 21 39 27 34 22 22 22 24 20 21 2372
leaf_count=24 23 25 30 26 20 20 23 21 21 26 30 28 28 27 20 24 36 20 25 21 39 27 34 22 22 22 24 20 21 2372
internal_value=0 1.48672e-09 -3.49636e-10 1.16899e-09 9.74681e-08 2.07407e-07 -3.28531e-08 -1.86072e-09 -9.56098e-08 2.54838e-08 2.41718e-09 -1.04537e-07 2.42867e-08 -1.00738e-09 1.88397e-09 -8.68495e-10 1.27042e-09 -1.21493e-09 1.37982e-09 -7.55515e-10 1.72489e-09 1.81493e-07 -2.26438e-08 -4.07408e-09 5.18963e-10 -3.67426e-09 -1.48085e-09 -3.48957e-09 -1.26041e-09 -3.40165e-09
internal_weight=0 3097 3074 3049 93 63 43 2956 129 103 2827 77 56 2806 2776 2749 2725 2689 2669 2644 2624 82 61 2542 2503 2481 2459 2437 2413 2393
internal_count=3121 3097 3074 3049 93 63 43 2956 129 103 2827 77 56 2806 2776 2749 2725 2689 2669 2644 2624 82 61 2542 2503 2481 2459 2437 2413 2393
is_linear=0
shrinkage=0.1


Tree=9385
num_leaves=31
num_cat=0
split_feature=1429 156 484 1452 158 159 3 158 1453 474 474 12 474 1447 481 133 13 1456 1456 3 1456 484 475 150 133 160 484 133 484 482
split_gain=8.85947e-11 1.76638e-10 8.44528e-11 9.01276e-11 1.02676e-10 1.37522e-10 2.85787e-10 2.19681e-10 1.33611e-10 1.16178e-10 4.03867e-10 3.26205e-10 3.00082e-10 2.5991e-10 2.03928e-10 1.33626e-09 2.28107e-09 5.06189e-10 1.8177e-10 1.67678e-10 1.66394e-10 1.57086e-10 1.26743e-09 6.26924e-10 4.77792e-10 7.76802e-10 3.31347e-10 3.94993e-10 3.07044e-10 9.24975e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.52850499999999989 -0.073879999999999987 -0.47287499999999999 -0.46871499999999994 -0.078584999999999988 -0.46278499999999995 0.087805000000000008 0.091180000000000011 0.09550500000000002 0.099815000000000015 0.089265000000000011 -0.12995499999999996 -0.085784999999999986 0.086990000000000012 -0.081029999999999977 -0.11085999999999999 -0.087454999999999991 -0.085114999999999982 0.11253500000000001 0.085790000000000019 -0.085774999999999976 0.10479000000000001 0.090665000000000009 -0.089549999999999991 0.073690000000000019 -1.0000000180025095e-35 0.090535000000000018 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -7 9 12 -11 19 13 -9 15 16 -15 -16 -19 -12 21 26 -23 24 25 28 -20 -28 -24 -30
right_child=1 -3 3 4 5 7 -8 8 -10 10 11 -13 -14 14 17 -17 -18 18 20 -21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-1.9996668540820585e-07 -2.0532728427724579e-07 2.9764325461201228e-07 2.0728800845539638e-07 -1.7088157666275299e-07 -5.5768172302350649e-08 -3.3151816182908076e-07 4.5606353012317417e-07 3.2825793330933571e-07 2.0425109137356401e-07 -5.0534112858713345e-07 2.9056665493953919e-07 -3.0512767293181068e-07 3.893832951007426e-07 -9.1922436693776776e-07 3.9214666545913961e-07 3.8219934346273025e-07 2.8963612037471282e-07 -3.0229940051640374e-07 3.5516043935809748e-09 -9.501362156714856e-09 -2.6172741325325432e-07 -7.8052609174382386e-07 3.0518080801879545e-07 4.9659581407013326e-07 3.581461540265578e-07 -5.1957163175362255e-07 1.2127425851428019e-09 5.0707798640485577e-07 2.7079444264557053e-07 -6.1410543598042083e-07
leaf_weight=22 20 20 21 35 24 20 20 24 32 20 25 31 20 37 33 32 27 20 2298 73 24 23 27 23 22 38 33 29 27 21
leaf_count=22 20 20 21 35 24 20 20 24 32 20 25 31 20 37 33 32 27 20 2298 73 24 23 27 23 22 38 33 29 27 21
internal_value=0 1.41897e-09 -5.05188e-10 8.33956e-10 -5.93145e-10 1.39157e-09 1.76883e-07 -1.21796e-09 1.02974e-09 -1.2073e-09 -8.72162e-08 -2.23906e-08 3.4393e-09 6.20132e-10 -2.27718e-09 -1.45424e-07 -4.09236e-07 2.97192e-09 -1.99627e-09 6.70466e-08 3.45273e-10 2.82058e-09 -8.69601e-08 1.4002e-08 -6.82177e-08 -1.51227e-07 9.7063e-09 2.37827e-07 3.54016e-08 -1.16349e-07
internal_weight=0 3099 3079 3059 3038 3003 44 2959 2939 2907 149 129 2758 2738 2714 96 64 2618 2585 98 2565 2541 181 158 135 113 2360 62 75 48
internal_count=3121 3099 3079 3059 3038 3003 44 2959 2939 2907 149 129 2758 2738 2714 96 64 2618 2585 98 2565 2541 181 158 135 113 2360 62 75 48
is_linear=0
shrinkage=0.1


Tree=9386
num_leaves=31
num_cat=0
split_feature=472 1429 3 151 1429 4 2 52 46 48 50 150 457 3 4 0 2 15 2 12 33 34 123 9 10 1 2 106 4 1
split_gain=9.33945e-11 1.30868e-10 8.00478e-11 1.95766e-10 2.07645e-10 3.34814e-10 3.52791e-10 2.90664e-10 2.93644e-10 3.90772e-10 5.50089e-10 6.51709e-10 3.11346e-10 3.90023e-10 5.71362e-10 3.48125e-10 2.9464e-10 2.19631e-10 2.22458e-10 2.96807e-10 1.20668e-10 1.82224e-10 9.60966e-10 3.01718e-10 3.35253e-10 9.10811e-10 3.42788e-10 2.05586e-10 1.22818e-10 1.22081e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.0051600000000000005 0.084990000000000024 -0.026244999999999997 -0.39518999999999993 0.097070000000000004 -0.23375999999999997 0.10253500000000002 0.12649500000000002 0.08461500000000001 0.12068000000000002 -0.052389999999999992 0.095270000000000007 0.0049200000000000008 -0.22491999999999998 0.086285000000000014 -0.040439999999999997 0.11704500000000001 -0.040564999999999997 0.085305000000000006 -0.057544999999999992 0.083805000000000004 0.091600000000000015 -0.0093599999999999985 0.13559000000000002 -0.080614999999999978 0.08759500000000002 -0.51843499999999987 0.10672000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 20 4 -4 6 -6 -7 9 10 11 12 -9 15 -15 -14 -17 18 19 -16 21 22 -3 24 25 -23 -26 -24 -28 -30
right_child=1 2 3 -5 5 7 -8 8 -10 -11 -12 -13 13 14 17 16 -18 -19 -20 -21 -22 23 27 -25 26 -27 28 -29 29 -31
leaf_value=-1.9650121032555035e-07 2.3917649001433622e-07 7.1724621234027708e-07 -2.3163737494040031e-07 -2.1387539787015e-07 -1.3694776545104438e-08 -3.0846420254024655e-07 5.0023271719911625e-07 3.801496601021254e-07 -3.0314110742459717e-07 -2.80795238070284e-07 4.7706710611728839e-07 5.7158348387129925e-07 5.0078832352085107e-07 -4.7536641306698904e-07 -4.7017286064487962e-08 -2.7068235617377925e-07 2.4426977392977279e-07 -2.8639892380898474e-07 -9.1781825914082694e-08 4.8525688756936605e-07 -1.942523336641871e-07 6.8638783877380169e-07 -3.4173732229803025e-07 -3.0928475383198229e-07 -4.2220216620592057e-07 -2.1540154464327361e-07 -2.0755919090712876e-07 9.2375087668017394e-08 3.779174476624644e-09 -7.0354399784114494e-08
leaf_weight=24 23 21 24 29 22 23 34 21 21 27 37 23 22 34 20 20 25 22 43 22 34 24 20 33 20 21 30 24 2130 248
leaf_count=24 23 21 24 29 22 23 34 21 21 27 37 23 22 34 20 20 25 22 43 22 34 24 20 33 20 21 30 24 2130 248
internal_value=0 1.52893e-09 -2.49177e-10 3.7782e-08 5.43685e-08 7.08689e-08 2.98333e-07 3.54856e-08 5.896e-08 8.30236e-08 1.17014e-07 6.41486e-08 1.31836e-08 -2.38659e-08 -1.18259e-07 1.74783e-07 1.54022e-08 -4.78588e-09 6.81022e-08 2.31793e-07 -7.09625e-09 -4.62122e-09 1.60683e-07 -8.90885e-09 -4.9006e-09 2.65553e-07 -9.91313e-09 -1.04949e-07 -6.4888e-09 -3.95217e-09
internal_weight=0 3097 3074 469 440 416 56 360 337 316 289 252 229 208 141 67 45 107 85 42 2605 2571 65 2506 2473 45 2428 44 2408 2378
internal_count=3121 3097 3074 469 440 416 56 360 337 316 289 252 229 208 141 67 45 107 85 42 2605 2571 65 2506 2473 45 2428 44 2408 2378
is_linear=0
shrinkage=0.1


Tree=9387
num_leaves=31
num_cat=0
split_feature=1429 156 46 49 475 15 151 3 15 3 43 15 15 49 4 12 42 42 43 52 130 39 131 50 3 12 0 12 402 4
split_gain=9.03155e-11 1.62275e-10 8.95125e-11 7.99636e-11 4.25833e-10 5.44345e-10 2.71279e-10 3.93517e-10 4.30562e-10 2.95086e-10 5.87683e-10 2.85779e-10 2.64069e-10 2.59508e-10 2.11485e-10 1.74632e-10 1.12904e-10 1.90608e-10 1.72233e-10 2.57036e-10 1.82646e-10 2.87466e-10 2.22712e-10 2.0193e-10 5.29315e-10 1.81276e-10 1.88104e-09 2.99017e-10 8.32576e-10 5.74012e-10
threshold=-0.23752499999999996 0.32523500000000005 0.10987500000000001 0.097360000000000016 -0.085774999999999976 -0.026084999999999994 -0.53100499999999984 0.097915000000000016 -0.15914499999999995 -0.094874999999999987 -0.09225499999999999 -0.11033999999999998 -0.09095499999999998 0.10440000000000001 0.056795000000000005 0.097145000000000023 -0.23037499999999997 -0.16797499999999996 -0.50775499999999985 0.070205000000000017 -0.22699999999999995 0.11683000000000002 0.13767000000000004 -0.22852999999999998 -0.076234999999999983 0.098810000000000023 0.10455500000000001 0.096395000000000022 -0.45015499999999992 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 16 -5 6 -6 8 -8 -10 -11 -12 -13 -14 15 -15 -2 -18 19 -19 -20 22 23 24 -22 27 -27 -25 -29 -30
right_child=1 -3 -4 4 5 -7 7 -9 9 10 11 12 13 14 -16 -17 17 18 20 -21 21 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=-2.0190731888838155e-07 1.9066345160467791e-07 2.8535064757306826e-07 2.0056999778200241e-07 -4.5340098597061272e-07 -3.9305118623257265e-07 4.2197823338833244e-07 -3.9469856933546259e-07 3.1378299837570016e-07 2.8025634276120618e-07 -5.1358841085402672e-07 2.6504183807674054e-07 -3.9499228535078149e-07 3.1581871810647589e-07 -3.3087653150687403e-08 1.1394832192061533e-07 -4.1136435697808342e-07 -2.983819846187024e-07 2.7974978422662393e-09 -2.8000135577475823e-07 4.6561153766333523e-07 -1.150962876610922e-07 2.963049061491168e-07 -3.331340808188088e-07 -7.8347795580943775e-11 5.170631698529877e-07 -8.4747540139054661e-09 -1.0119624403159832e-06 -3.5791724822719191e-07 5.1611932882301431e-07 -1.1261779448545895e-07
leaf_weight=22 32 20 22 24 22 26 35 30 29 25 34 20 21 26 34 23 21 30 23 20 27 33 20 2078 26 283 20 22 53 20
leaf_count=22 32 20 22 24 22 26 35 30 29 25 34 20 21 26 34 23 21 30 23 20 27 33 20 2078 26 283 20 22 53 20
internal_value=0 1.42481e-09 -4.19462e-10 -1.8659e-09 -4.69175e-08 -1.69002e-08 -5.50636e-08 -2.82198e-08 -6.97586e-08 -1.61128e-08 -6.30785e-08 8.20477e-09 -6.22183e-08 1.7767e-09 -7.76797e-08 -2.10646e-07 3.94023e-09 1.70736e-09 4.08095e-09 1.87923e-07 5.52311e-10 3.05143e-09 -7.451e-10 1.88352e-09 1.9502e-07 -2.25066e-09 -7.47116e-08 7.85319e-09 1.81345e-07 3.43863e-07
internal_weight=0 3099 3079 3057 349 325 299 277 247 212 183 158 124 104 83 49 2708 2676 2655 50 2605 2582 2549 2529 53 2476 303 2173 95 73
internal_count=3121 3099 3079 3057 349 325 299 277 247 212 183 158 124 104 83 49 2708 2676 2655 50 2605 2582 2549 2529 53 2476 303 2173 95 73
is_linear=0
shrinkage=0.1


Tree=9388
num_leaves=31
num_cat=0
split_feature=472 1429 40 2 46 13 52 16 130 160 2 2 15 3 3 1212 4 0 1213 16 1212 1210 12 132 132 129 132 403 0 1208
split_gain=9.95621e-11 1.23684e-10 8.99691e-11 1.70732e-10 8.30667e-11 8.3046e-11 4.03992e-10 3.84728e-10 1.51295e-10 2.38281e-10 1.94054e-10 4.45051e-10 2.79474e-10 3.08238e-10 3.43697e-10 1.43441e-10 1.39859e-10 1.37993e-10 1.1889e-10 3.74056e-10 2.10046e-10 2.07716e-10 1.06214e-09 1.23409e-10 1.5117e-10 1.49652e-10 1.43773e-10 1.37008e-10 8.70867e-10 8.8337e-10
threshold=-0.38234499999999999 -0.23587499999999997 -0.24620999999999996 0.31358000000000003 0.10987500000000001 0.095710000000000017 -0.54906499999999991 0.6352000000000001 0.098730000000000026 -0.22361499999999998 0.090425000000000019 0.080205000000000012 -0.09551999999999998 -0.13927999999999999 -0.059315 -0.52517999999999987 0.033845000000000007 -0.079984999999999987 -0.24064499999999997 -0.091114999999999988 -1.0000000180025095e-35 -0.13847499999999999 0.092355000000000007 0.098425000000000012 0.095010000000000025 0.080675000000000011 0.14633500000000002 -0.52800499999999995 -0.086234999999999992 0.097165000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 15 9 -8 11 16 -12 -14 -15 -4 -11 -10 19 -17 -21 22 -20 24 27 26 -25 28 -23 -30
right_child=1 2 3 -5 -6 6 8 -9 17 10 12 -13 13 14 -16 18 -18 -19 21 20 -22 23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-2.0290041504722467e-07 2.325970431835013e-07 2.1123993292349042e-07 2.6513799724625645e-07 -2.3132005417814129e-07 1.9907761852556133e-07 4.6297758060440882e-07 -2.5394993791703361e-07 -3.5046390074455762e-07 2.3490968885653277e-08 3.0877810131862074e-07 -1.0103789054483059e-07 -2.731400999122203e-07 4.4163086675060494e-08 7.6265743572889736e-07 1.8342181371216222e-07 2.2477501027023687e-07 -2.0901229644013341e-08 -3.4798349190623413e-07 -1.7381176427022639e-07 -1.0689517807804807e-07 -5.1925129772219711e-07 3.5145957237858739e-07 7.2880185009373897e-07 8.9118888166283985e-08 -2.832407629682621e-07 -1.0349301793476409e-07 3.877964539356072e-07 -2.9296821135894236e-09 -7.8313542618301517e-07 6.7647632716750148e-08
leaf_weight=24 23 20 20 32 21 22 23 32 20 31 25 39 30 20 21 21 22 20 32 30 21 24 22 83 20 31 20 2323 26 23
leaf_count=24 23 20 20 32 21 22 23 32 20 31 25 39 30 20 21 21 22 20 32 30 21 24 22 83 20 31 20 2323 26 23
internal_value=0 1.56399e-09 -1.64623e-10 -1.54907e-09 8.83982e-10 -5.02911e-10 5.20827e-08 -5.76533e-09 1.60681e-08 4.98717e-08 8.70414e-08 -1.6741e-08 1.865e-07 2.87745e-07 4.65976e-07 -1.67395e-09 1.7193e-07 -1.62246e-07 -3.66807e-09 -1.30429e-07 -2.76689e-07 -1.63166e-10 1.9392e-07 -4.27316e-09 -9.45408e-09 8.91382e-08 1.47115e-07 -7.16872e-09 -1.42063e-07 -3.83788e-07
internal_weight=0 3097 3074 3054 3022 3001 273 2728 251 211 188 92 96 71 41 2696 53 40 2676 72 51 2604 54 2550 2416 134 103 2396 73 49
internal_count=3121 3097 3074 3054 3022 3001 273 2728 251 211 188 92 96 71 41 2696 53 40 2676 72 51 2604 54 2550 2416 134 103 2396 73 49
is_linear=0
shrinkage=0.1


Tree=9389
num_leaves=31
num_cat=0
split_feature=1429 156 142 11 34 97 34 133 9 1 2 39 147 150 49 448 150 48 16 16 48 48 1 13 4 51 453 3 3 4
split_gain=9.12954e-11 1.50568e-10 7.89556e-11 1.58536e-10 1.12918e-10 2.31936e-10 1.49799e-10 4.30061e-10 1.78664e-10 4.86495e-10 3.3967e-10 6.66183e-10 1.31884e-10 1.09877e-10 5.72323e-10 2.19519e-10 2.00922e-10 9.79808e-11 3.67983e-10 5.01203e-10 3.96446e-10 2.45095e-10 2.15388e-10 4.4651e-10 3.904e-10 3.89109e-10 1.19189e-10 1.39008e-10 7.48189e-10 5.2663e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -1.0000000180025095e-35 -0.057544999999999992 0.086990000000000012 0.091600000000000015 0.12408500000000001 -1.0000000180025095e-35 0.085530000000000009 0.099730000000000027 0.12640500000000002 -0.045154999999999994 1.0000000180025095e-35 0.11740500000000002 0.10061000000000002 -0.13941499999999998 -0.51370499999999997 0.10322500000000003 0.096835000000000018 0.10205500000000002 -0.078279999999999975 -0.011884999999999998 0.095375000000000015 0.089215000000000017 -0.080564999999999984 -0.080104999999999996 -0.069999999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -6 10 -10 11 -8 13 15 -15 16 17 21 19 -19 -20 26 23 -22 -25 -24 27 -12 29 -29
right_child=1 -3 3 4 6 -7 8 -9 9 -11 12 -13 -14 14 -16 -17 -18 18 20 -21 22 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=-2.0299674406875181e-07 1.8032911158390638e-07 2.7492816627727735e-07 -2.6923549243788745e-07 1.0752678909804153e-07 5.1897755416315964e-07 -3.257832645431336e-07 6.3670724870235063e-07 -7.5234249481644812e-08 -5.6326762056357891e-07 1.1109662087674026e-07 1.6349030768245598e-08 -1.2512372041907261e-07 2.0355872775766212e-07 1.7920908610755341e-07 -4.9090539408780387e-07 2.9383041692199187e-07 -2.8050861173002117e-07 5.923510671909514e-08 4.9722821459524239e-07 -5.5922851700529468e-07 2.1354138525746174e-07 -2.6232378293362009e-07 5.7529340930173594e-07 4.5331650560293772e-08 -5.6443005230935995e-07 3.0360630369997171e-08 2.4010864493106963e-07 -7.6391622473159304e-07 -1.4010036823687211e-08 -9.4290142271802329e-08
leaf_weight=22 24 20 22 21 21 30 24 29 20 23 1352 22 31 26 25 25 26 38 26 20 38 37 20 21 21 38 20 23 1032 24
leaf_count=22 24 20 22 21 21 30 24 29 20 23 1352 22 31 26 25 25 26 38 26 20 38 37 20 21 21 38 20 23 1032 24
internal_value=0 1.43544e-09 -3.41065e-10 -1.7604e-09 1.79738e-10 -1.47361e-07 2.70308e-09 1.74335e-07 -2.23791e-10 -2.02561e-07 2.78781e-09 2.72353e-07 -1.57379e-09 -3.83521e-09 -1.49278e-07 -1.14864e-09 -3.84399e-09 -1.18964e-09 6.24657e-08 -1.54028e-07 1.39031e-07 -6.8695e-09 7.1544e-08 -3.48312e-08 -2.59549e-07 2.18268e-07 -3.01319e-09 -5.01337e-09 -3.17807e-08 -4.2198e-07
internal_weight=0 3099 3079 3055 3033 51 2982 50 2932 43 2889 46 2843 2812 51 2761 2736 2710 222 58 164 2488 138 80 42 58 2451 2431 1079 47
internal_count=3121 3099 3079 3055 3033 51 2982 50 2932 43 2889 46 2843 2812 51 2761 2736 2710 222 58 164 2488 138 80 42 58 2451 2431 1079 47
is_linear=0
shrinkage=0.1


Tree=9390
num_leaves=31
num_cat=0
split_feature=472 1429 132 1203 393 50 12 52 52 403 403 1429 1429 2 157 1429 157 157 157 13 1 49 16 157 475 33 157 475 157 157
split_gain=1.00458e-10 1.17335e-10 8.20338e-11 2.3183e-09 1.1939e-09 5.30232e-10 1.12452e-10 1.13608e-10 1.95268e-10 1.6781e-10 1.28912e-10 9.01973e-11 1.02122e-10 3.2973e-10 9.72334e-11 6.69073e-10 4.59671e-10 5.15776e-10 3.03936e-10 2.21086e-10 1.77403e-10 8.13732e-10 1.46969e-10 1.32462e-10 4.94601e-10 1.06045e-10 1.07593e-10 4.76288e-10 2.78929e-10 2.32596e-10
threshold=-0.38234499999999999 -0.23587499999999997 -0.083284999999999984 0.089165000000000008 0.12679500000000002 0.097510000000000013 0.11527000000000001 0.090645000000000017 0.08709500000000002 -0.020569999999999995 -0.082179999999999989 -0.092414999999999983 -0.060529999999999994 0.086950000000000013 -0.087424999999999989 0.083925000000000013 -0.086394999999999986 -0.085474999999999982 -0.083699999999999983 -0.085804999999999979 0.10022000000000002 0.085805000000000006 -0.032969999999999992 -0.081364999999999979 -0.082449999999999982 -0.044254999999999996 -0.076494999999999994 -0.074304999999999982 -0.073194999999999996 -0.06482499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 11 6 7 8 9 10 -3 -4 13 -13 15 19 -16 -18 -19 -14 21 22 -21 24 -20 -25 27 -27 -28 -30
right_child=1 2 4 -5 -6 -7 -8 -9 -10 -11 -12 12 14 -15 16 -17 17 18 23 20 -22 -23 -24 25 -26 26 28 -29 29 -31
leaf_value=-2.0380219183380178e-07 2.2660542702955475e-07 -9.0206832043967992e-09 -1.8108045722968841e-07 1.0084464345477104e-06 -7.7452064090266509e-07 -5.4100307671944853e-07 2.2575495275845017e-07 1.3208047091341411e-07 -3.3457951342024508e-07 1.5678118770081809e-07 -3.2128751783488955e-07 4.6219201237818203e-07 2.7956175413142622e-07 -4.1773483641574443e-08 4.3088796064694188e-07 -6.1682127743267763e-07 -4.6140272615957659e-07 3.9264914875047907e-07 6.3751854602407172e-08 -9.5187214697034516e-08 1.2199969864672553e-07 -6.8472101531824604e-07 2.8817807844916394e-07 2.2853910736774284e-07 -5.5062479091816392e-07 -4.5302461996123063e-08 -3.6362636273051543e-07 5.1136990412653007e-07 3.1889473727569175e-07 -6.6497398725029233e-10
leaf_weight=24 23 39 27 23 20 20 20 35 23 37 20 20 24 37 25 20 24 20 38 20 34 20 20 21 20 51 21 22 23 2350
leaf_count=24 23 39 27 23 20 20 20 35 23 37 20 20 24 37 25 20 24 20 38 20 34 20 20 21 20 51 21 22 23 2350
internal_value=0 1.58008e-09 -1.03585e-10 5.91712e-08 -4.60573e-09 -5.33718e-08 2.67778e-09 -2.62933e-08 -7.28738e-08 -1.01735e-08 -1.14874e-07 8.21943e-10 2.56976e-09 1.35057e-07 -1.73337e-10 -8.19823e-08 4.14392e-09 2.47731e-11 4.34054e-09 8.66838e-09 -6.04959e-08 -1.6391e-07 9.64954e-08 1.2902e-09 -1.48102e-07 4.77282e-09 2.86804e-09 1.22462e-07 -7.78723e-10 2.43232e-09
internal_weight=0 3097 3074 217 2857 194 174 154 119 96 59 2837 2810 57 2753 138 2615 2590 2566 118 94 60 40 2546 58 2488 2467 73 2394 2373
internal_count=3121 3097 3074 217 2857 194 174 154 119 96 59 2837 2810 57 2753 138 2615 2590 2566 118 94 60 40 2546 58 2488 2467 73 2394 2373
is_linear=0
shrinkage=0.1


Tree=9391
num_leaves=31
num_cat=0
split_feature=1429 1425 1429 156 11 11 9 10 11 471 11 41 1 41 4 4 2 0 0 0 51 51 42 1455 482 157 484 160 52 3
split_gain=9.16604e-11 1.52176e-10 2.06402e-10 1.63135e-10 1.03662e-10 1.11091e-10 1.36068e-10 2.06191e-10 1.66697e-10 1.21851e-10 2.61966e-10 1.20049e-10 4.19692e-10 2.10115e-10 1.19557e-10 2.77575e-10 1.62482e-10 1.05312e-10 1.05097e-10 1.4286e-09 6.05569e-10 1.06544e-09 3.84724e-10 3.29255e-10 8.73882e-10 2.55273e-10 2.7789e-10 5.42672e-10 3.66556e-10 6.38061e-10
threshold=-0.23752499999999996 0.09198000000000002 -0.078659999999999994 0.15965000000000004 0.096215000000000009 0.088215000000000002 0.092890000000000014 0.053330000000000009 -1.0000000180025095e-35 0.10338500000000002 0.086595000000000019 0.088520000000000015 0.076935000000000017 0.082735000000000017 -0.52556499999999995 -0.50690499999999983 0.089525000000000007 -0.062294999999999996 -0.067094999999999988 -0.068189999999999987 0.020580000000000005 0.097935000000000008 -0.098769999999999983 0.10994000000000001 -0.37501999999999996 0.10977500000000003 0.090535000000000018 -0.088079999999999978 0.10263500000000002 -0.064674999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 8 -2 10 11 13 -13 14 16 -16 -10 -6 19 23 22 -22 -20 24 -17 26 27 -24 -29 -30
right_child=1 2 -4 -5 17 -7 -8 -9 9 -11 -12 12 -14 -15 15 18 -18 -19 20 -21 21 -23 25 -25 -26 -27 -28 28 29 -31
leaf_value=-2.0340122155459995e-07 2.5802380287132109e-07 4.2272694457778924e-07 -2.6146685916912594e-08 -2.7888576412459814e-07 5.8097783319853679e-09 -1.9003241122057323e-07 1.9626145093606546e-07 -2.3665331348859803e-07 -3.4477231930002911e-08 -2.4729175351012601e-07 3.6104509035794765e-07 9.0962661276299586e-08 -5.0881740737196429e-07 3.1567788028041832e-07 -2.9278412331347104e-07 6.6103758022961756e-07 3.4565395384581043e-07 2.829720096806035e-07 3.5447956643854299e-07 -8.5106201154872005e-07 7.7484850102148906e-07 3.2493066726146939e-08 4.8673635785302274e-07 -2.9008395419538875e-07 -3.0351291906176317e-09 -3.4586391594123494e-07 -3.3768020182378679e-07 2.5487659956046521e-08 -6.7398021108353791e-07 8.7633313454334297e-08
leaf_weight=22 25 20 21 21 29 31 35 37 22 20 20 28 20 21 33 20 23 26 26 20 29 58 22 39 2157 26 25 201 22 22
leaf_count=22 25 20 21 21 29 31 35 37 22 20 20 28 20 21 33 20 23 26 26 20 29 58 22 39 2157 26 25 201 22 22
internal_value=0 1.43918e-09 1.92816e-07 -1.1267e-09 7.93927e-10 -1.71516e-09 2.63099e-10 -2.08942e-09 9.25122e-10 -1.32697e-09 4.08845e-10 -2.15431e-09 -1.58946e-07 5.66579e-10 -1.84411e-09 -4.53838e-09 1.59812e-07 1.36832e-07 -9.71782e-10 -9.68718e-09 4.42431e-08 2.79945e-07 -1.53675e-08 -2.09355e-09 3.06568e-09 -4.56065e-08 -1.88713e-08 1.09797e-08 -3.17413e-08 -2.93173e-07
internal_weight=0 3099 41 3058 3037 2982 2951 2916 2879 2854 2834 2814 48 2766 2745 2700 45 55 2667 2236 431 87 344 2216 2177 318 292 267 245 44
internal_count=3121 3099 41 3058 3037 2982 2951 2916 2879 2854 2834 2814 48 2766 2745 2700 45 55 2667 2236 431 87 344 2216 2177 318 292 267 245 44
is_linear=0
shrinkage=0.1


Tree=9392
num_leaves=31
num_cat=0
split_feature=1211 50 4 4 3 1212 402 1213 42 4 1209 1210 1209 2 1209 1203 1200 1210 52 1212 1212 2 1185 402 400 400 394 394 13 129
split_gain=8.4292e-11 3.54023e-10 2.26193e-10 5.07744e-10 4.01434e-10 8.4604e-11 9.70221e-10 9.25788e-10 1.78655e-09 5.06018e-10 1.55324e-10 1.30991e-10 1.41417e-10 1.26044e-10 1.19788e-10 9.89596e-11 3.32259e-10 1.14906e-10 1.43163e-09 8.97074e-10 2.55082e-10 4.02636e-10 1.41491e-10 9.23331e-11 1.00693e-10 8.54456e-11 1.04205e-10 1.14392e-10 4.3994e-10 2.26658e-10
threshold=0.09030500000000001 0.096900000000000014 -0.079329999999999984 -0.076779999999999987 -0.082974999999999979 -0.089544999999999986 0.23460000000000003 -0.090764999999999985 0.08623500000000002 -0.081224999999999978 0.14268500000000003 0.15724500000000002 -0.087199999999999986 0.088125000000000023 0.11240000000000001 0.089745000000000019 0.084780000000000008 -0.064799999999999983 0.088005000000000014 0.087440000000000004 -0.063924999999999996 0.086825000000000013 -0.087384999999999977 -0.43418999999999991 -0.095334999999999989 -0.087079999999999977 -0.14580499999999996 -0.087044999999999997 -0.0095349999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 7 10 9 -9 -1 11 12 -7 -11 15 17 -17 18 19 -14 21 -19 -22 -24 -25 -26 -27 28 -28 -29
right_child=1 -3 3 -5 -6 6 -8 8 -10 13 -12 -13 14 -15 -16 16 -18 20 -20 -21 22 -23 23 24 25 26 27 29 -30 -31
leaf_value=-5.4877486491022872e-07 -9.9952449780268442e-08 4.0114942197322781e-07 -4.8951281854670021e-07 1.14988389837532e-07 4.8300416649129017e-07 2.3050294697231248e-07 -6.2723259088670602e-07 -1.9411777337552395e-07 1.1425016674593281e-06 1.4038554638773348e-07 2.7616782858785884e-07 -2.5231869845551305e-07 4.6787140474537282e-07 -1.4068720825359077e-07 2.34119606342834e-07 -3.9269321103592331e-07 1.2328444629616797e-07 -6.595946231868766e-08 -7.927777018200351e-07 -2.8422101436831328e-07 2.3849598325872045e-07 5.6857669846976936e-07 -1.8286731738985041e-07 -2.1641085045199693e-07 1.9467340567044548e-07 -1.8546725911047331e-07 -1.0723153533006319e-07 -2.9789308283712815e-07 4.6305307677130259e-07 -1.0177491988484178e-09
leaf_weight=20 27 27 24 33 21 26 25 20 20 39 20 21 35 27 21 26 24 20 23 29 24 20 29 22 22 31 31 26 24 2364
leaf_count=20 27 27 24 33 21 26 25 20 20 39 20 21 35 27 21 26 24 20 23 29 24 20 29 22 22 31 31 26 24 2364
internal_value=0 7.81948e-08 -4.85066e-09 -1.39538e-07 1.55091e-07 -3.46156e-09 -6.99101e-09 7.67354e-08 4.74192e-07 -1.08128e-07 -1.52729e-09 -3.49815e-09 -1.63e-09 2.54012e-08 -3.80808e-09 -5.62498e-09 -1.45024e-07 -3.04352e-09 -1.16101e-07 1.2708e-07 7.20744e-10 2.51309e-07 -3.17491e-09 -5.45035e-09 -3.40865e-09 -1.53273e-09 -3.27608e-09 -9.66087e-10 1.4162e-07 -4.24736e-09
internal_weight=0 132 105 57 48 2989 2863 126 40 86 2838 2818 2797 66 2771 2750 50 2700 87 64 2613 40 2573 2549 2520 2498 2476 2445 55 2390
internal_count=3121 132 105 57 48 2989 2863 126 40 86 2838 2818 2797 66 2771 2750 50 2700 87 64 2613 40 2573 2549 2520 2498 2476 2445 55 2390
is_linear=0
shrinkage=0.1


Tree=9393
num_leaves=31
num_cat=0
split_feature=40 130 42 39 42 13 129 1185 1182 1177 128 128 128 3 132 1 399 393 393 1184 13 1213 1212 42 42 1213 12 12 12 12
split_gain=7.46181e-11 1.76927e-10 1.68226e-10 7.85739e-11 1.59606e-10 1.50631e-10 8.44591e-11 2.09258e-10 1.54589e-10 1.27856e-10 1.13552e-10 1.66206e-10 1.53066e-10 1.44942e-10 1.41866e-10 3.71175e-09 1.24781e-09 6.72038e-10 2.79593e-10 1.34629e-10 1.26752e-10 1.1669e-10 1.07991e-09 9.04962e-10 2.87578e-09 1.23444e-09 3.25297e-10 4.28513e-10 1.7606e-10 3.76843e-10
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.11402500000000002 -0.23108499999999998 -0.071554999999999994 0.11234000000000001 0.093750000000000014 0.086460000000000009 -0.083384999999999973 0.10979500000000002 0.10318000000000001 0.097615000000000021 -0.078584999999999988 -0.083284999999999984 0.089370000000000019 0.091580000000000009 0.10483000000000002 0.09389500000000002 0.081725000000000006 0.056795000000000005 -0.085284999999999986 -0.089079999999999979 0.087505000000000013 0.086325000000000013 -0.090954999999999994 0.085250000000000006 0.090545000000000014 0.09364500000000002 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 7 8 9 -6 11 12 14 -12 15 17 18 20 19 21 -11 23 -23 24 26 28 -16 -28 29 -25
right_child=1 2 -4 5 6 -7 -8 -9 -10 10 13 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=1.9253181562817193e-07 -2.8382482045427343e-07 2.5751308531477926e-07 2.6449229508784814e-07 5.4608935070890853e-08 2.3593600864703902e-07 -3.1139755316931062e-07 1.6554185606310059e-07 -3.2546398514909925e-07 -2.6498546555392917e-07 -3.2568948403185911e-08 -3.5024413104370721e-07 2.5352948278203677e-07 -2.6320905833058945e-07 -5.2808892523271748e-09 2.3783125868703792e-07 1.3718628866854489e-06 -6.566221972646198e-07 -6.003525078042349e-07 3.1175940404574279e-07 -2.5265474589512376e-07 2.3951072108729932e-07 -6.2206538992930818e-07 2.735279180825933e-09 2.3864403863666189e-07 1.1477950747058281e-06 -8.0060173104357099e-07 -4.8263333439990675e-07 1.1545959563116651e-07 2.4738539318645637e-07 -3.0338069557234936e-07
leaf_weight=20 22 24 24 22 23 23 30 20 22 119 21 26 22 29 27 20 29 21 29 21 20 28 2301 23 28 22 25 23 28 29
leaf_count=20 22 24 24 22 23 23 30 20 22 119 21 26 22 29 27 20 29 21 29 21 20 28 2301 23 28 22 25 23 28 29
internal_value=0 -1.24561e-09 7.73469e-10 -1.2983e-09 6.62605e-10 -1.32461e-07 -1.40183e-09 -3.09612e-09 -9.00153e-10 1.09363e-09 -7.74713e-10 1.85448e-09 -4.7005e-10 -1.50165e-07 1.5995e-09 8.74687e-08 -4.31571e-09 -7.30806e-08 3.00507e-09 -4.99387e-10 6.57921e-09 1.5903e-09 -4.77628e-09 7.39208e-08 2.83004e-07 -1.37212e-07 -3.98509e-08 -1.96047e-07 4.52195e-08 -6.3639e-08
internal_weight=0 3101 3079 3055 3010 45 2986 2956 2936 2914 2891 2841 2815 50 2793 180 2613 160 2584 2555 139 2534 2329 205 103 102 75 48 80 52
internal_count=3121 3101 3079 3055 3010 45 2986 2956 2936 2914 2891 2841 2815 50 2793 180 2613 160 2584 2555 139 2534 2329 205 103 102 75 48 80 52
is_linear=0
shrinkage=0.1


Tree=9394
num_leaves=31
num_cat=0
split_feature=132 1185 1203 0 0 12 13 130 2 0 1213 13 0 16 15 403 1208 403 12 402 43 401 1186 391 50 50 13 159 0 0
split_gain=8.51365e-11 5.0156e-10 2.74373e-10 1.07806e-10 1.42019e-10 1.3535e-10 1.60238e-10 1.05709e-10 1.14598e-10 1.12012e-10 8.11837e-11 3.31928e-10 8.82648e-10 4.50668e-10 2.67155e-10 1.92498e-10 1.23874e-10 1.89425e-10 4.19929e-10 1.00982e-10 4.12548e-10 1.70587e-10 9.41799e-11 2.05569e-10 9.90778e-11 5.10036e-10 9.66804e-10 3.89282e-10 3.15878e-10 2.29779e-10
threshold=-0.083174999999999985 -0.014244999999999999 0.089005000000000015 -0.098289999999999975 -0.092089999999999991 0.11418000000000002 -0.00096999999999999983 0.087380000000000013 0.085345000000000018 -0.085939999999999989 0.093235000000000026 -0.087404999999999997 -0.086729999999999988 -0.065229999999999996 0.086355000000000015 -0.55276999999999987 0.11531000000000001 -0.50388999999999984 0.093965000000000007 -0.45015499999999992 0.055925000000000009 -0.13200999999999999 -0.088589999999999988 -0.086514999999999981 0.083090000000000011 0.091320000000000012 -0.083499999999999977 0.04105000000000001 -0.084044999999999995 -0.090314999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 8 9 -6 15 -12 -13 14 -14 -3 17 18 -17 20 -19 -21 -23 -24 -25 26 -26 29 -29 -27
right_child=1 10 -4 4 5 -7 -8 -9 -10 -11 11 12 13 -15 -16 16 -18 19 -20 21 -22 22 23 24 25 27 -28 28 -30 -31
leaf_value=-1.9990500226591784e-07 4.6969166710962034e-07 -2.6382140337740828e-07 -3.5845095156774834e-07 2.6213785218942577e-07 -2.8107524891700975e-08 -2.1970556411637129e-07 2.4412168953675131e-07 -2.341088674029379e-07 -1.6931413181385904e-07 2.7342058062500159e-07 -2.0832733678144423e-07 6.9350874412066341e-07 3.8566757120533494e-07 -3.9520576532395134e-07 -3.0332354003953219e-08 3.7673125158714053e-07 -2.3659106680249599e-07 -4.1586735357248893e-07 -1.4828865027993744e-07 2.5504660433520817e-07 1.7251544283619132e-07 -1.9956197204370105e-07 3.1104212650591636e-07 -1.2536611647307795e-08 8.3832154832531498e-07 -9.4697861439162725e-08 -3.1133456701581964e-09 -8.773848207965785e-09 -5.6407259795118342e-07 8.2892364783968825e-08
leaf_weight=28 23 28 27 20 28 28 26 21 22 22 32 24 26 21 38 39 22 26 25 26 22 24 21 2046 22 102 36 20 21 255
leaf_count=28 23 28 27 20 28 28 26 21 22 22 32 24 26 21 38 39 22 26 25 26 22 24 21 2046 22 102 36 20 21 255
internal_value=0 4.56854e-09 -5.96861e-08 -1.83186e-08 1.2127e-08 -2.18881e-08 2.46572e-08 -3.66984e-08 2.08796e-08 1.04565e-07 8.48851e-10 7.4845e-08 1.57978e-07 6.76949e-09 1.38668e-07 -2.96594e-09 -2.67768e-10 1.66859e-09 1.71645e-07 -2.48193e-09 -1.46192e-07 1.99015e-10 -2.40249e-09 -5.27015e-10 -3.1421e-09 3.90096e-08 3.16052e-07 -1.36339e-09 -2.93195e-07 3.21523e-08
internal_weight=0 2899 222 195 167 147 119 93 72 50 2876 141 109 85 64 2735 2707 2685 64 2621 48 2573 2547 2523 2502 456 58 398 41 357
internal_count=3121 2899 222 195 167 147 119 93 72 50 2876 141 109 85 64 2735 2707 2685 64 2621 48 2573 2547 2523 2502 456 58 398 41 357
is_linear=0
shrinkage=0.1


Tree=9395
num_leaves=31
num_cat=0
split_feature=130 40 42 10 0 13 51 33 34 16 16 13 16 4 41 16 2 480 456 456 456 0 2 52 1 484 2 42 1454 483
split_gain=7.90471e-11 1.41089e-10 1.05414e-10 7.939e-11 1.07797e-09 1.19001e-09 2.86967e-10 1.53821e-10 1.37273e-10 9.14785e-11 6.27425e-10 6.2365e-10 4.89058e-10 2.19254e-10 2.18557e-10 1.88436e-10 4.19217e-09 5.38138e-10 1.87143e-10 6.75037e-10 3.39846e-10 3.14224e-10 2.09995e-10 1.13927e-09 2.99002e-09 8.87012e-10 7.87637e-10 4.57044e-10 3.65168e-10 7.5076e-10
threshold=-0.23123999999999997 -0.24290999999999999 0.15432000000000004 -0.011239999999999998 -0.10224499999999999 -0.0095349999999999983 0.087305000000000008 -0.012019999999999998 -1.0000000180025095e-35 -0.056919999999999991 -0.06421499999999998 -0.014169999999999999 -0.052894999999999991 -0.17966999999999997 0.088520000000000015 -0.040964999999999994 0.092875000000000013 0.11747 0.088285000000000016 0.091255000000000017 0.087485000000000021 -0.085544999999999982 0.083715000000000026 -0.0092699999999999987 0.088135000000000005 -0.079734999999999986 0.083995000000000014 0.091465000000000005 0.078175000000000008 0.040035000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 -5 -6 10 13 -12 -11 -9 15 16 -14 18 20 -20 22 -21 23 25 -25 -17 -24 -26 -28 -30
right_child=1 2 -4 7 5 -7 -8 9 -10 12 11 -13 14 -15 -16 17 -18 -19 19 21 -22 -23 26 24 27 -27 28 -29 29 -31
leaf_value=1.8469752339332565e-07 -2.6612019496496939e-07 -6.6108674195675123e-07 2.1845577597384197e-07 2.4885362063287179e-07 -1.0433195996029099e-07 7.599881109854324e-07 1.8755269302062063e-07 3.0515117851829627e-07 -4.6255050875743111e-07 -4.9771386741104796e-07 5.7420786648575682e-08 8.0017928901554573e-07 -7.6197219655064745e-07 4.2440757565848296e-10 -3.1712400129272879e-07 -5.6559122990999342e-07 1.1473120247706488e-06 -5.2799090770605523e-07 5.7196847637897015e-07 1.6198072848459966e-07 -4.134657033427218e-07 -3.47144643600669e-07 -6.0838821696052043e-07 1.4430245323637793e-06 -2.8083018916137148e-07 2.7247373576128437e-08 -3.4500822565643634e-08 2.6328435618806549e-07 -1.7573094456726243e-09 7.2114515191401563e-07
leaf_weight=23 20 25 22 25 23 20 20 24 20 21 26 20 23 1459 23 30 23 20 25 27 21 22 23 20 26 159 822 38 51 20
leaf_count=23 20 25 22 25 23 20 20 24 20 21 26 20 23 1459 23 30 23 20 25 27 21 22 23 20 26 159 822 38 51 20
internal_value=0 -1.37631e-09 3.43925e-10 -1.22625e-09 -8.54352e-08 8.79539e-08 -1.2539e-07 1.85874e-09 -2.70945e-07 -2.5377e-10 1.66379e-08 3.80359e-07 -1.87813e-08 5.35593e-09 -1.1456e-08 -6.24836e-09 1.9267e-07 -1.32654e-08 -5.24789e-09 1.49129e-07 -1.46891e-08 -6.66062e-08 -7.64594e-09 6.93345e-08 3.75758e-07 -6.6854e-08 -3.05888e-08 4.22378e-08 -1.57071e-08 2.01877e-07
internal_weight=0 3098 3078 3056 108 83 63 2948 43 2923 1529 46 1394 1483 1373 1350 46 1304 1284 74 1210 49 1189 273 84 189 916 64 893 71
internal_count=3121 3098 3078 3056 108 83 63 2948 43 2923 1529 46 1394 1483 1373 1350 46 1304 1284 74 1210 49 1189 273 84 189 916 64 893 71
is_linear=0
shrinkage=0.1


Tree=9396
num_leaves=31
num_cat=0
split_feature=1211 50 1 3 4 40 39 124 9 33 12 47 9 47 47 1453 51 47 131 131 480 481 130 43 42 3 43 2 131 0
split_gain=7.70266e-11 2.94564e-10 1.78315e-10 1.24869e-10 1.61647e-10 7.69032e-11 1.63118e-10 1.52324e-10 8.40561e-11 1.95078e-10 1.76266e-10 1.48914e-10 1.38173e-09 9.06157e-10 2.29782e-10 1.38378e-10 2.02347e-10 1.06114e-10 1.16897e-10 7.82192e-10 4.39318e-10 1.30883e-09 2.70555e-10 5.87625e-10 3.53396e-10 3.17826e-10 5.27939e-10 2.11333e-10 2.74969e-10 2.68119e-10
threshold=0.09030500000000001 0.096900000000000014 0.086455000000000018 -0.080484999999999987 -0.082349999999999993 -0.24620999999999996 0.15619500000000003 0.14970500000000003 0.092890000000000014 -0.009184999999999997 -0.010834999999999999 0.094160000000000008 0.085355000000000014 0.096475000000000019 0.091340000000000018 -1.0000000180025095e-35 -0.41904999999999998 0.089640000000000011 0.091360000000000011 0.090280000000000013 0.11191000000000002 -0.00058999999999999992 0.08610000000000001 -0.080419999999999978 -0.091729999999999992 -0.072894999999999988 -0.052894999999999991 0.094565000000000024 0.11793000000000002 -0.078904999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 7 8 9 -7 -10 12 14 -13 17 -15 -17 18 19 20 -11 -22 24 -24 -20 27 -27 28 29 -26
right_child=1 -3 -4 -5 -6 6 -8 -9 10 11 -12 13 -14 15 -16 16 -18 -19 22 -21 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=1.9212795848488895e-07 -2.9559407552358696e-08 3.6934076206307511e-07 -2.6163187277190791e-07 -6.9985752341943603e-08 3.4678307463309468e-07 -2.7417309714413328e-07 -2.8233723399006568e-07 2.723933243942156e-07 3.4267457710343698e-07 -1.4036883113333625e-08 -5.4037578693192734e-08 6.9575506664759388e-07 -8.399359074928725e-07 2.6873577155583919e-07 3.3213767000717101e-07 -3.0988735545633976e-07 2.091873711566798e-08 -2.3201279414511842e-07 4.5831913115534919e-07 -6.2110208372836322e-07 8.9533871005187394e-07 -2.3500094460446453e-07 1.8616208308230853e-07 -5.211798990214704e-07 -1.1992168551357821e-07 5.0107471955535794e-07 -6.5619979059119357e-08 2.355503347001539e-07 -3.8767501936831653e-07 3.0869399608945974e-07
leaf_weight=20 21 27 21 38 25 27 21 20 21 2167 24 21 20 20 20 20 245 21 25 21 20 21 24 23 54 35 31 23 25 20
leaf_count=20 21 27 21 38 25 27 21 20 21 2167 24 21 20 20 20 20 245 21 25 21 20 21 24 23 54 35 31 23 25 20
internal_value=0 7.47523e-08 -9.99034e-10 6.41592e-08 1.74975e-07 -3.30568e-09 -4.62218e-09 -2.64388e-09 -4.52255e-09 -6.63936e-09 1.31095e-07 -4.11016e-09 -1.20202e-08 6.18069e-08 -5.47542e-09 1.50949e-08 -4.04776e-09 -8.16556e-09 -6.27694e-09 -1.36785e-08 -7.90135e-09 3.16384e-07 5.7177e-08 -1.59984e-07 1.05095e-07 5.81239e-08 2.349e-07 -3.75091e-08 -1.00947e-07 -4.07961e-09
internal_weight=0 132 105 84 46 2989 2969 2948 2928 2883 45 2856 2550 306 2530 285 265 2510 2489 2229 2208 41 260 47 213 188 66 122 99 74
internal_count=3121 132 105 84 46 2989 2969 2948 2928 2883 45 2856 2550 306 2530 285 265 2510 2489 2229 2208 41 260 47 213 188 66 122 99 74
is_linear=0
shrinkage=0.1


Tree=9397
num_leaves=31
num_cat=0
split_feature=1429 156 132 1203 1185 50 132 12 52 2 0 0 1200 133 39 33 2 47 47 47 484 3 484 15 4 0 1 483 12 483
split_gain=7.55192e-11 1.59642e-10 7.72768e-11 2.04608e-09 1.21332e-09 4.35289e-10 1.05762e-10 9.59229e-11 1.12508e-10 2.18767e-10 1.02992e-10 9.11439e-11 7.96973e-11 1.31021e-10 7.74375e-11 2.64812e-10 1.83384e-10 1.11157e-10 7.26163e-10 6.78022e-10 1.36927e-10 1.52864e-10 1.53903e-10 1.76994e-10 1.97111e-10 1.63507e-10 1.80307e-10 1.1637e-10 3.1107e-10 1.62665e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.083284999999999984 0.089165000000000008 -0.087384999999999977 0.097510000000000013 -0.044384999999999994 0.11527000000000001 0.090645000000000017 0.088555000000000009 -0.086554999999999979 -0.082844999999999988 0.092250000000000013 -0.52400999999999998 -1.0000000180025095e-35 -0.009184999999999997 0.097845000000000015 0.094160000000000008 0.096850000000000006 0.090100000000000013 -0.088124999999999981 -0.096099999999999977 -0.017214999999999998 -0.13843999999999998 0.08184000000000001 -0.062294999999999996 0.10727500000000002 0.12236500000000002 0.094435000000000005 0.098395000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 7 -6 8 9 10 -2 -12 13 -8 16 -16 -15 19 -19 27 -20 -22 -23 24 -24 26 -25 29 -29 -17
right_child=1 -3 4 -5 6 -7 12 -9 -10 -11 11 -13 -14 14 15 17 -18 18 20 -21 21 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=-1.8461657705612114e-07 1.4594950193987964e-07 2.8292811180108399e-07 -7.8103286114128425e-07 9.4882182488074411e-07 1.9057925980019201e-07 -4.9053124911324636e-07 2.0790802786052611e-07 2.0810564137718758e-07 1.3292286563374287e-07 -2.6522823744903108e-07 -2.3063386368535467e-07 6.0623610600239114e-08 -2.0028343698186292e-07 3.566444513580791e-07 -3.0002343540521302e-07 -3.745086035025943e-09 -2.4968916408972617e-08 5.8419897316734177e-07 2.2249365735483984e-07 -4.5165666477942069e-07 -1.9331268422462244e-07 -1.6825075152025551e-07 1.1889776932667187e-07 6.8400211798039623e-08 -2.8298815095695319e-07 -2.6386880875861606e-08 3.9173836094452032e-07 -4.1243678137921811e-07 8.6817805102266626e-08 1.3883221788683482e-07
leaf_weight=22 37 20 20 23 29 20 30 20 35 39 21 22 20 20 30 2228 34 24 27 34 40 35 23 35 26 40 34 24 26 83
leaf_count=22 37 20 20 23 29 20 30 20 35 39 21 22 20 20 30 2228 34 24 27 34 40 35 23 35 26 40 34 24 26 83
internal_value=0 1.31518e-09 -5.14071e-10 5.70199e-08 -4.87636e-09 -4.87091e-08 5.8568e-10 2.07501e-09 -2.46822e-08 -7.10367e-08 2.36317e-08 -8.16184e-08 -1.37302e-09 5.13331e-11 -2.20553e-09 -4.56914e-09 1.16369e-07 -1.26059e-09 5.78923e-08 -8.27496e-09 9.31015e-09 -1.53935e-08 2.14809e-08 6.35101e-08 -9.43478e-08 1.34474e-07 2.27726e-07 -1.88996e-09 -1.52824e-07 1.3756e-09
internal_weight=0 3099 3079 217 2862 194 2842 174 154 119 80 43 2813 2793 2763 2709 54 2679 284 2395 260 233 193 158 49 109 69 2361 50 2311
internal_count=3121 3099 3079 217 2862 194 2842 174 154 119 80 43 2813 2793 2763 2709 54 2679 284 2395 260 233 193 158 49 109 69 2361 50 2311
is_linear=0
shrinkage=0.1


Tree=9398
num_leaves=31
num_cat=0
split_feature=472 1429 33 1186 12 0 15 1204 132 43 1204 1 1203 394 132 130 132 1177 394 13 41 13 160 13 13 0 0 16 16 16
split_gain=8.83589e-11 1.26461e-10 8.52126e-11 8.2009e-11 2.8379e-10 3.38335e-10 2.35959e-10 1.35424e-10 4.83094e-10 3.68414e-09 2.80619e-09 4.49427e-10 2.2497e-10 1.57254e-10 1.26378e-10 2.34583e-10 1.6217e-10 9.80416e-11 1.65338e-10 9.24293e-11 5.69283e-10 4.26136e-10 1.19711e-09 5.8267e-10 5.59258e-10 4.17751e-10 1.20803e-09 1.06593e-09 1.6794e-09 5.37954e-10
threshold=-0.38234499999999999 -0.23587499999999997 -0.044254999999999996 -0.0046349999999999994 0.093965000000000007 -0.083804999999999977 0.084510000000000016 -0.082274999999999987 -0.083284999999999984 -0.011244999999999998 -0.079429999999999987 0.077565000000000009 0.084795000000000023 0.090335000000000013 -0.41127499999999995 0.096010000000000012 -0.44750499999999993 -0.078779999999999989 -0.10499499999999999 -0.088319999999999996 0.082095000000000015 -0.089109999999999981 -1.0000000180025095e-35 -0.090204999999999994 -0.090799999999999978 -0.083804999999999977 -0.086074999999999985 -0.08231999999999999 -0.25582999999999995 -0.069144999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 11 9 -9 -10 12 -5 17 16 -16 -11 -12 -19 21 -21 23 -23 24 25 26 -20 28 -27 -29
right_child=1 2 3 7 -6 -7 -8 8 10 14 13 -13 -14 -15 15 -17 -18 18 19 20 -22 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-1.9112553483561594e-07 2.3510423570472915e-07 1.9584564086017054e-07 -1.9894872976395236e-08 -1.6803543635054059e-07 3.7148729417752363e-07 -2.3135663076491488e-07 3.6059642159865951e-07 1.4358904703115629e-06 -1.1909792431907818e-06 -5.3421600215381882e-08 2.0608036114760414e-07 -5.0647419401605522e-07 2.338563998722958e-07 2.7730677697235252e-07 -2.9074490480279318e-07 1.0120508175777313e-07 3.0544103964302853e-07 -2.2180147352303592e-07 -3.2132994366097168e-09 -7.0104744281678948e-09 -4.8714883610045946e-07 -2.6524451982368194e-07 7.5550599808172625e-07 -4.9692597899179835e-07 5.2188042189982296e-07 -1.6769849045648818e-08 -8.0339507860571765e-07 -5.0220551102597714e-07 1.2361765220703091e-06 1.0197994787678307e-07
leaf_weight=24 23 22 39 30 26 39 28 20 20 34 22 23 26 20 37 26 20 35 333 2019 25 20 27 22 22 23 20 20 20 56
leaf_count=24 23 22 39 30 26 39 28 20 20 34 22 23 26 20 37 26 20 35 333 2019 25 20 27 22 22 23 20 20 20 56
internal_value=0 1.49201e-09 -2.55902e-10 -1.66948e-09 7.54285e-08 2.81029e-09 1.39116e-07 -5.15473e-09 -1.56357e-09 1.81636e-07 -1.08455e-08 -1.343e-07 1.85572e-08 -2.05163e-09 -3.2767e-08 -1.28988e-07 7.94905e-08 -4.14892e-09 -5.8995e-09 -3.00094e-09 -1.2883e-08 3.28764e-08 3.21144e-07 6.61949e-09 2.90446e-08 6.07343e-09 -4.85494e-08 1.68106e-07 5.65996e-07 -5.70162e-08
internal_weight=0 3097 3074 3052 132 106 67 2920 2841 137 2704 79 56 2684 117 63 54 2664 2642 2607 2044 563 47 516 494 472 353 119 43 76
internal_count=3121 3097 3074 3052 132 106 67 2920 2841 137 2704 79 56 2684 117 63 54 2664 2642 2607 2044 563 47 516 494 472 353 119 43 76
is_linear=0
shrinkage=0.1


Tree=9399
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1213 403 42 401 1212 1212 401 402 43 52 401 391 128 402 402 16 401 474 129 50 51 12 1452 160 4
split_gain=1.01097e-10 4.94024e-10 3.89082e-10 8.1737e-11 1.45473e-10 8.10203e-11 2.22845e-10 4.62547e-10 1.5225e-10 1.28605e-10 8.81039e-11 1.13627e-09 1.09049e-09 5.55943e-10 6.02869e-10 1.44529e-10 4.00019e-10 2.10209e-10 1.89426e-10 2.81879e-10 1.29456e-10 2.4649e-10 1.63402e-10 1.2094e-10 1.08491e-10 1.76951e-10 1.26166e-10 1.22239e-10 1.24296e-10 3.62092e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 0.15253500000000003 -0.028309999999999998 0.09112000000000002 0.13699500000000003 0.13183500000000004 -0.089544999999999986 0.11336 0.13116000000000003 -0.0047449999999999992 0.086275000000000004 0.10632500000000002 -0.087114999999999984 0.11876500000000001 0.11174500000000002 0.10491500000000002 0.63636000000000015 0.094270000000000007 0.11787500000000002 0.11091000000000001 -0.46943999999999991 -0.41904999999999998 0.097575000000000009 0.11396500000000002 0.10908000000000002 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 8 7 -7 9 10 12 15 13 -5 -15 16 -12 18 19 20 21 22 23 24 -18 26 -26 28 -27 -30
right_child=1 3 -4 4 -6 6 -8 -9 -10 -11 11 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-1.5775966931440824e-08 4.882464433345983e-07 -2.0000097194383674e-07 -4.2081596265890968e-07 -4.7249427086626387e-07 2.716167352900811e-07 2.2257533352158577e-07 3.4040862034819734e-07 -3.9425693135086706e-07 -2.5806248132816425e-07 2.1746901939810349e-07 -4.4727355060558697e-07 -7.2109178465108354e-07 7.135547120446456e-07 4.3592187500541548e-07 -2.1541588904957128e-07 2.3078112639672732e-07 -1.8466537685668529e-07 3.1678300986403064e-07 -2.6944021905924626e-07 3.6670749569198272e-07 -1.9499984037953684e-07 3.5110515604230843e-07 2.7632288915837999e-07 -2.4872080103932601e-07 3.0808986853766585e-08 2.7559862595591482e-10 3.7744691158401286e-07 2.0467079175594859e-07 -1.6081079639395783e-08 -4.2628573400752094e-07
leaf_weight=195 21 20 27 25 20 31 26 20 23 27 20 22 22 27 30 27 32 21 26 21 34 20 21 20 21 2140 21 28 106 27
leaf_count=195 21 20 27 25 20 31 26 20 23 27 20 22 22 27 30 27 32 21 26 21 34 20 21 20 21 2140 21 28 106 27
internal_value=0 4.98122e-09 -6.50376e-08 1.45496e-09 2.86473e-09 9.70779e-10 1.02147e-07 -1.93197e-08 -1.85087e-09 3.01384e-10 -1.86148e-09 -5.46212e-09 8.83967e-08 -7.93286e-08 9.31125e-08 6.28349e-10 -1.80094e-09 1.70948e-09 -9.19261e-10 1.88345e-09 -1.2183e-09 1.48637e-09 -1.40782e-09 -3.84304e-09 -1.78091e-09 7.16871e-10 2.04128e-07 -2.99598e-09 -5.55413e-09 -9.93557e-08
internal_weight=0 2899 222 2878 2858 2838 77 51 2761 2738 2711 2607 104 82 57 2585 2558 2538 2517 2491 2470 2436 2416 2395 2375 2343 42 2301 2273 133
internal_count=3121 2899 222 2878 2858 2838 77 51 2761 2738 2711 2607 104 82 57 2585 2558 2538 2517 2491 2470 2436 2416 2395 2375 2343 42 2301 2273 133
is_linear=0
shrinkage=0.1


Tree=9400
num_leaves=31
num_cat=0
split_feature=472 1429 474 156 160 156 1426 156 15 16 49 1371 156 475 1429 12 4 2 16 475 45 11 151 16 150 447 131 131 1447 1446
split_gain=9.08762e-11 1.179e-10 9.25416e-11 1.11837e-10 5.15964e-10 5.44677e-10 1.74782e-10 1.52744e-10 6.70874e-10 1.07654e-09 4.59732e-10 2.76583e-10 2.33815e-10 1.87653e-10 2.1064e-10 1.43138e-10 1.78685e-10 2.30746e-10 3.6736e-10 1.49819e-10 1.1383e-10 4.55404e-10 1.11679e-10 4.77733e-10 1.80871e-10 3.34714e-10 1.27046e-10 5.46936e-10 3.65443e-10 8.11324e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.11421000000000002 0.091255000000000017 -0.089744999999999978 0.093425000000000022 -1.0000000180025095e-35 0.08759500000000002 -0.015039999999999998 -0.014754999999999999 -0.008964999999999999 0.083235000000000017 0.086340000000000014 0.05680000000000001 -1.0000000180025095e-35 0.10463500000000002 0.50996500000000011 0.090310000000000015 0.41088500000000006 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 0.10561000000000002 -0.083134999999999987 0.12640500000000002 0.094005000000000019 0.091360000000000011 0.090150000000000022 0.059120000000000013 0.082445000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 -6 -7 11 9 -9 -10 12 13 14 -3 16 17 19 -19 -8 21 -16 24 -24 25 26 27 28 -23 -30
right_child=1 2 -4 4 5 6 15 8 10 -11 -12 -13 -14 -15 20 -17 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.9383742634696923e-07 2.2707065961244753e-07 2.6672236764113682e-07 -1.6185998607706358e-07 -3.7697538410295396e-07 5.2363121071642849e-07 -2.2341940745462809e-07 -1.9089168326047457e-07 1.572292863727398e-07 -2.4892065237480664e-07 -8.1075456271854055e-07 3.6603177041034809e-07 2.8420236613241663e-07 -2.4910466223104777e-07 -2.7763582034860215e-07 4.7791041822620174e-07 -1.564602136738813e-07 -1.2011075203032384e-07 5.6953921091315684e-07 7.8137417602874851e-08 1.9153731556576489e-07 -1.8432384028527038e-07 -1.3634979132257484e-08 -1.8251350622579466e-07 4.843024113783527e-07 -2.6131087127867901e-07 3.8723699172490716e-07 5.5052851811191263e-08 -4.8794575412773138e-07 7.4188861049151461e-07 -1.5884639424257331e-07
leaf_weight=24 23 30 35 23 29 20 20 20 20 27 31 34 38 24 20 20 23 29 32 21 33 2077 21 22 27 22 312 24 20 20
leaf_count=24 23 30 35 23 29 20 20 20 20 27 31 34 38 24 20 20 23 29 32 21 33 2077 21 22 27 22 312 24 20 20
internal_value=0 1.50463e-09 -1.8308e-10 1.67894e-09 7.08581e-08 1.23952e-07 5.37051e-08 -3.64065e-09 -1.26298e-07 -3.98847e-07 1.24874e-07 7.7214e-10 -2.81025e-09 7.18856e-10 3.26091e-09 9.19292e-08 1.31671e-07 1.88446e-07 3.11755e-07 4.98658e-09 2.18628e-10 2.59286e-09 -1.14245e-09 1.58648e-07 -3.88865e-09 -1.0804e-09 -4.56307e-09 -1.32507e-08 -7.86916e-09 2.91521e-07
internal_weight=0 3097 3074 3039 217 194 165 2822 98 47 51 2724 2690 2652 2628 145 125 102 61 41 2598 2565 2545 43 2502 2475 2453 2141 2117 40
internal_count=3121 3097 3074 3039 217 194 165 2822 98 47 51 2724 2690 2652 2628 145 125 102 61 41 2598 2565 2545 43 2502 2475 2453 2141 2117 40
is_linear=0
shrinkage=0.1


Tree=9401
num_leaves=31
num_cat=0
split_feature=1429 156 132 393 1203 402 1212 1213 1210 1210 403 481 1213 403 12 403 16 1209 1208 1209 1209 401 2 133 401 391 128 16 1185 403
split_gain=8.01516e-11 1.36478e-10 7.65117e-11 4.28927e-10 3.15484e-10 7.30802e-11 1.10856e-10 8.95034e-11 1.53009e-09 1.11776e-09 3.58692e-10 7.00049e-10 8.25912e-10 6.19713e-10 6.13623e-10 1.93102e-10 2.79248e-10 1.47954e-10 2.61956e-10 1.40708e-10 1.24898e-10 1.75977e-10 7.8966e-10 1.75882e-10 1.34517e-10 3.25577e-10 1.79786e-10 4.00612e-10 3.09333e-10 1.57929e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.083174999999999985 0.12069000000000002 0.089005000000000015 0.31278000000000006 0.15049500000000002 -0.085284999999999986 -0.15347999999999998 -0.090009999999999993 -0.085729999999999987 -0.081539999999999987 -0.088419999999999985 -0.0047449999999999992 0.085785000000000014 0.62200000000000011 -0.08595499999999999 0.11386000000000002 0.092250000000000013 -0.087199999999999986 -0.065739999999999979 -0.078179999999999986 0.091895000000000018 0.51114000000000004 0.10632500000000002 -0.087114999999999984 0.10773500000000001 -0.080029999999999976 0.090595000000000009 0.10692500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 7 9 -9 -4 -11 -12 13 -13 -15 16 -16 18 19 -10 -21 22 -22 24 25 -23 28 -28 29 -27
right_child=1 -3 3 -5 -6 -7 -8 8 17 10 11 12 -14 14 15 -17 -18 -19 -20 20 21 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-1.901964371856221e-07 -1.2375446863247606e-08 2.6173422384090373e-07 7.7509985302981492e-07 4.5431312671661593e-07 -3.773306983739994e-07 1.86558972494649e-07 -2.2958240010883036e-07 -8.7551648107364601e-07 2.5465458370697226e-07 -4.1040593998786792e-07 5.0596131991916858e-07 4.6412247810069728e-07 -6.2899127396490037e-07 -5.6382100289908975e-07 -7.1809748813933538e-08 -1.9323972460701577e-07 3.4278105097269653e-07 2.0978395361774294e-07 -3.3616125637328643e-07 -1.7690612227082825e-07 -1.6197276693219466e-07 -4.0202664226995925e-07 5.7235387139876879e-07 -2.3001414388779794e-07 2.0939514974136203e-07 5.519268601095624e-09 5.3393168229831646e-07 -7.2061350782822356e-08 -3.9224145325533761e-07 -2.5788513332135272e-07
leaf_weight=22 193 20 20 21 27 21 21 20 22 20 27 28 21 20 32 24 33 34 23 39 32 20 27 33 31 2203 20 24 20 23
leaf_count=22 193 20 20 21 27 21 21 20 22 20 27 28 21 20 32 24 33 34 23 39 32 20 27 33 31 2203 20 24 20 23
internal_value=0 1.35295e-09 -3.38387e-10 4.03445e-09 -5.71654e-08 7.0258e-10 -6.82931e-10 1.03627e-09 -4.2566e-09 6.15162e-08 -8.10176e-09 3.53906e-08 -4.50234e-08 4.44899e-08 -6.33056e-08 4.91698e-08 1.38675e-07 2.57413e-09 -2.2489e-10 2.87316e-09 6.32387e-10 3.47826e-09 1.74075e-07 -7.61511e-10 2.47016e-09 -3.06758e-10 3.20171e-09 2.0339e-07 -7.20053e-10 2.79766e-09
internal_weight=0 3099 3079 2859 220 2838 2817 2796 2571 225 205 185 158 137 109 89 65 2551 2517 2494 2472 2433 59 2374 2341 2310 2290 44 2246 2226
internal_count=3121 3099 3079 2859 220 2838 2817 2796 2571 225 205 185 158 137 109 89 65 2551 2517 2494 2472 2433 59 2374 2341 2310 2290 44 2246 2226
is_linear=0
shrinkage=0.1


Tree=9402
num_leaves=31
num_cat=0
split_feature=156 156 1209 1208 3 15 1209 401 1212 401 402 403 1212 2 1211 4 401 133 403 15 1213 1212 1210 1213 15 1204 132 120 33 1
split_gain=9.36144e-11 9.80446e-11 8.3975e-11 2.98932e-10 2.55839e-10 6.7046e-10 1.87394e-10 1.47931e-10 1.34211e-10 1.13875e-10 1.17595e-10 2.33817e-10 1.54325e-10 3.19253e-10 1.49706e-10 2.13079e-10 1.37267e-10 2.58185e-10 1.67903e-10 1.0758e-09 1.68881e-10 1.46573e-10 1.34201e-09 1.06573e-09 5.50622e-10 1.02032e-10 1.32481e-10 1.76165e-10 1.65908e-10 1.58268e-10
threshold=0.3248100000000001 0.14862 0.10691500000000002 0.092250000000000013 -0.082334999999999978 0.093115000000000017 -0.094304999999999986 0.13522500000000001 0.13795000000000002 -0.47263499999999997 -0.46140499999999995 -0.43370499999999995 0.11006000000000002 0.086375000000000021 0.09030500000000001 -0.079329999999999984 -0.13200999999999999 0.51114000000000004 -0.42244999999999994 0.087575000000000014 0.10050000000000002 -0.089544999999999986 -0.090569999999999998 -0.090764999999999985 0.085730000000000015 0.057120000000000011 -0.41127499999999995 0.09852000000000001 -0.044254999999999996 0.16540500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 -1 8 9 -8 11 -11 14 -14 16 -16 -12 18 19 -18 21 23 -23 24 -20 26 -24 28 -28 -30
right_child=-2 -3 4 -5 5 -7 7 -9 -10 10 12 -13 13 -15 15 -17 17 -19 20 -21 -22 22 25 -25 -26 -27 27 -29 29 -31
leaf_value=3.0541699288733074e-07 -2.0099293440422197e-07 2.1684194929808395e-07 3.433344618640279e-07 -3.4689438734858416e-07 -4.5430926082276753e-07 3.1939912030765073e-07 -2.3345313485108253e-07 -2.3471613385734401e-07 2.4649380492292039e-07 -6.4643948792850317e-08 2.2616250861827982e-07 4.1311116149245209e-07 -4.5530606242814225e-07 9.6727772671556531e-08 3.3606831655033017e-07 -7.0857905401763593e-08 -3.0435163859794624e-07 -3.539844921566068e-07 -5.4591770863442525e-07 5.0439604855886212e-07 -2.6463421590960936e-07 -8.2387836641828471e-07 2.2489385694567632e-07 5.7488885149172295e-07 9.5188953521854373e-08 -2.264272901442155e-07 2.8037920260647389e-07 -2.8373322994535889e-07 -4.4831149831778262e-09 2.5360086143659069e-07
leaf_weight=20 23 21 28 25 21 24 21 27 22 21 26 20 22 20 31 22 29 21 21 38 25 20 26 33 37 20 21 22 2390 24
leaf_count=20 23 21 28 25 21 24 21 27 22 21 26 20 22 20 31 22 29 21 21 38 25 20 26 33 37 20 21 22 2390 24
internal_value=0 1.50169e-09 3.20255e-11 -2.54324e-09 1.06006e-07 -4.16648e-08 3.46577e-10 -1.71541e-09 4.30235e-10 -1.43004e-09 2.56525e-10 1.68407e-07 -2.16419e-09 -1.92433e-07 6.83741e-10 1.67156e-07 -2.52113e-09 -4.70146e-09 -1.99084e-09 1.54341e-07 -5.95986e-09 -3.48593e-09 -7.98306e-09 1.21198e-07 -1.36936e-07 -1.46372e-09 3.48308e-10 -2.02784e-09 5.17347e-10 -1.91724e-09
internal_weight=0 3098 3077 3004 73 45 2979 2959 2932 2910 2889 41 2848 42 2806 53 2753 2727 2706 67 2639 2614 2523 91 58 2503 2483 2457 2435 2414
internal_count=3121 3098 3077 3004 73 45 2979 2959 2932 2910 2889 41 2848 42 2806 53 2753 2727 2706 67 2639 2614 2523 91 58 2503 2483 2457 2435 2414
is_linear=0
shrinkage=0.1


Tree=9403
num_leaves=31
num_cat=0
split_feature=1206 403 480 402 403 51 50 42 16 1203 403 1201 3 42 133 1447 160 2 1453 480 403 132 403 1210 132 50 0 1210 42 403
split_gain=8.64517e-11 9.15594e-11 4.04602e-10 7.91939e-10 4.34028e-10 3.37596e-10 3.63145e-10 8.07715e-10 1.85869e-09 4.67631e-10 2.97513e-10 2.16536e-10 1.66539e-10 2.01642e-10 1.55984e-10 1.0554e-10 5.05572e-10 5.05339e-10 4.19167e-10 3.97068e-10 1.38051e-10 3.58926e-10 1.99398e-10 1.31754e-09 6.50675e-10 2.97783e-09 2.42792e-09 6.0475e-10 3.20563e-10 2.67427e-10
threshold=1.0000000180025095e-35 -0.090774999999999981 0.086995000000000017 0.10874500000000002 -0.55276999999999987 0.090050000000000005 0.090390000000000012 0.090990000000000015 -0.080344999999999986 0.085685000000000011 -0.52336499999999997 -0.081779999999999978 -0.082974999999999979 0.075730000000000006 -0.014339999999999997 -0.086279999999999982 -0.52439499999999983 0.086330000000000004 -0.087504999999999986 0.08610000000000001 -0.085284999999999986 -0.084389999999999979 -0.0031149999999999997 -0.087769999999999973 -0.083284999999999984 0.095395000000000021 -0.082394999999999982 -0.090009999999999993 0.091295000000000015 -0.014954999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 -9 10 -6 -3 14 -14 -12 16 -13 -18 -17 -19 21 -20 23 -22 26 28 -25 -24 29 -26
right_child=-2 11 -4 -5 5 -7 -8 8 -10 -11 12 15 13 -15 -16 18 17 19 20 -21 22 -23 27 24 25 -27 -28 -29 -30 -31
leaf_value=-3.9758986296398943e-07 -2.072372983263904e-07 -3.1055869098766022e-07 -3.4087726862708227e-07 5.8561995385072613e-07 -3.8948532562699254e-07 -3.3424320605490721e-07 -2.2041465993797005e-07 -1.3142407942306841e-07 9.7391221416387457e-07 4.7311639778378044e-07 -3.0325559322363918e-07 5.4812580280838579e-07 3.3938140757464713e-09 4.1613226461123535e-07 1.1052938257686644e-08 -3.8437670988169605e-07 -3.6653802076805868e-07 4.7812755558820565e-07 -1.0073446288295214e-07 -7.0256198759741366e-08 -8.6834592934792457e-07 3.5584737795425606e-07 5.1393634669733257e-07 -2.0809182862612452e-07 2.2293478556612898e-08 -1.2674362191233967e-06 1.1594448134744084e-06 -1.4882270795055004e-09 -2.7289988224765693e-07 3.8373049460460608e-07
leaf_weight=22 20 23 25 28 20 20 33 29 32 21 20 20 29 20 75 29 27 23 33 31 20 36 23 37 113 20 20 2217 30 25
leaf_count=22 20 23 25 28 20 20 33 29 32 21 20 20 29 20 75 29 27 23 33 31 20 36 23 37 113 20 20 2217 30 25
internal_value=0 1.34033e-09 4.77392e-08 7.5577e-08 3.10873e-08 6.26288e-08 9.10784e-08 1.32864e-07 4.48424e-07 2.88144e-08 -2.80779e-08 -5.02314e-09 2.21175e-08 1.71858e-07 -5.51173e-08 -2.42428e-09 9.78711e-08 -1.33029e-08 -6.31588e-09 1.63315e-07 -2.05645e-09 1.37482e-07 -5.90003e-09 -8.79272e-08 -2.42196e-08 -1.13954e-07 2.71746e-07 3.80408e-09 2.33656e-08 8.77712e-08
internal_weight=0 3101 374 349 321 299 279 246 61 185 164 2727 144 49 95 2704 101 81 2603 54 2574 69 2505 265 245 188 57 2240 168 138
internal_count=3121 3101 374 349 321 299 279 246 61 185 164 2727 144 49 95 2704 101 81 2603 54 2574 69 2505 265 245 188 57 2240 168 138
is_linear=0
shrinkage=0.1


Tree=9404
num_leaves=31
num_cat=0
split_feature=1213 13 2 1200 132 1203 393 401 1212 1212 402 131 133 133 133 1209 130 1212 402 133 1213 402 402 129 1210 40 4 403 1210 2
split_gain=8.99227e-11 2.26692e-10 2.56501e-10 8.83708e-11 1.14864e-10 5.55586e-10 4.13051e-10 1.86102e-10 1.08694e-10 1.04124e-10 1.5524e-10 2.92621e-10 1.58433e-10 1.12838e-10 2.3641e-10 3.37564e-10 1.65747e-10 1.5262e-10 1.04254e-09 1.04108e-09 2.10288e-10 1.4585e-10 1.7401e-10 1.41169e-10 1.36256e-10 1.22257e-10 1.45632e-10 1.09812e-10 5.96205e-10 3.85037e-10
threshold=0.15253500000000003 -0.084319999999999992 0.085155000000000022 0.090100000000000013 -0.083174999999999985 0.089005000000000015 0.12069000000000002 0.13699500000000003 0.13183500000000004 0.11006000000000002 -0.45015499999999992 0.10033500000000002 0.42433500000000007 0.41171500000000005 0.40431 -0.090519999999999975 -0.23123999999999997 -0.089544999999999986 0.12006000000000001 -0.065894999999999981 -0.15413999999999997 0.11232500000000002 0.10607000000000001 -0.08133 -0.094799999999999982 -0.24290999999999999 0.63113500000000011 -0.090774999999999981 -0.064799999999999983 0.086000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 8 9 10 11 -6 13 14 15 -12 -17 19 21 20 -18 22 23 -19 -25 -26 27 29 -29 -27
right_child=1 2 -4 -5 6 -7 -8 -9 -10 -11 12 -13 -14 -15 -16 16 17 18 -20 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-1.8041057940829469e-08 3.7799511838960085e-07 -2.6747532715567311e-07 1.6827389775439122e-07 1.7409826159767558e-07 -4.6615659400117697e-07 -5.2821860829036875e-07 4.4288884033622231e-07 -2.9197590420566983e-07 1.9968596965916866e-07 -2.1381829306530721e-07 -3.3958575157996545e-07 7.4788188584307138e-08 2.1727514998685016e-07 -1.8097500612872649e-07 3.3655290367494764e-07 2.8330698921222177e-07 1.3026498534475563e-07 2.6786208707108022e-07 -7.0496664837567855e-07 7.6417766763370316e-07 -2.2739015849180892e-07 2.6506861112401179e-07 -2.4745296311071537e-07 2.6095518769864155e-07 -2.4735397346375976e-07 2.5291743843337725e-07 2.460055506266675e-07 -4.2902614524970861e-07 -6.6448307162049768e-10 -7.6547470219382329e-08
leaf_weight=193 22 22 35 28 20 24 21 22 27 23 29 20 34 34 21 21 31 20 21 20 35 21 28 20 20 69 24 33 2110 73
leaf_count=193 22 22 35 28 20 24 21 22 27 23 29 20 34 34 21 21 31 20 21 20 35 21 28 20 20 69 24 33 2110 73
internal_value=0 1.05329e-07 8.99864e-11 -2.73643e-09 -4.37922e-09 -7.44662e-08 1.05834e-09 -2.28403e-09 3.01358e-11 -1.94665e-09 -1.44492e-10 -1.95684e-07 2.79154e-09 1.87477e-11 2.38924e-09 -3.35982e-10 3.52821e-09 1.20134e-09 -3.41522e-09 1.32129e-07 -5.94006e-08 2.67766e-09 3.78862e-10 3.30807e-09 1.05559e-09 -1.17627e-09 9.56063e-10 -1.61776e-09 -7.26081e-09 8.35446e-08
internal_weight=0 79 57 3042 3014 217 2797 2776 2754 2727 2704 40 2664 2630 2596 2575 2546 2525 2439 86 66 2418 2397 2369 2349 2329 2309 2285 2143 142
internal_count=3121 79 57 3042 3014 217 2797 2776 2754 2727 2704 40 2664 2630 2596 2575 2546 2525 2439 86 66 2418 2397 2369 2349 2329 2309 2285 2143 142
is_linear=0
shrinkage=0.1


Tree=9405
num_leaves=31
num_cat=0
split_feature=472 1429 1213 16 2 1212 1212 13 402 401 1210 401 481 2 43 481 403 1213 1186 132 1203 1211 132 2 2 49 133 1371 2 1212
split_gain=7.78196e-11 1.12923e-10 7.32783e-11 1.96829e-10 5.29601e-10 8.26494e-11 9.65614e-11 2.29019e-10 1.10724e-10 5.97596e-10 1.16455e-10 1.48313e-10 7.88004e-11 1.32205e-09 1.90531e-09 1.05046e-09 5.9512e-10 2.13669e-10 1.71175e-10 1.32595e-10 3.30215e-09 2.52414e-09 2.8737e-10 1.28279e-10 4.23419e-10 8.06844e-10 1.24093e-09 5.94747e-10 3.36909e-10 8.32199e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.15253500000000003 -0.087989999999999985 0.084415000000000004 0.13631000000000001 0.10703000000000001 -0.069964999999999986 -0.45015499999999992 -1.0000000180025095e-35 0.24726500000000004 -0.099524999999999988 -0.087424999999999989 0.086330000000000004 -0.077319999999999986 -0.16223499999999996 -0.55327499999999985 0.10336000000000002 -0.13028499999999998 -0.083284999999999984 0.089480000000000018 0.091735000000000011 -0.085314999999999988 0.087625000000000022 0.087015000000000023 -0.0090649999999999984 0.085760000000000017 0.083235000000000017 0.096325000000000008 -0.089544999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 8 -8 9 -3 11 -10 13 14 -13 -15 -14 18 -18 20 22 23 -20 24 27 -26 -27 -21 29 -25
right_child=1 2 3 4 -6 -7 7 -9 10 -11 -12 12 16 15 -16 -17 17 -19 19 21 -22 -23 -24 28 25 26 -28 -29 -30 -31
leaf_value=-1.7938217051020428e-07 2.2213745333611652e-07 -5.5084269092731117e-07 -1.3718760783376637e-07 6.1051756233609927e-07 -3.7992393900180218e-08 -1.9588738734522724e-07 -7.9093903219510744e-08 3.5776893400433591e-07 -2.4074944562357817e-07 1.727650277700832e-07 2.2291996391805183e-07 9.4471144166163875e-08 4.9811374817447062e-07 -1.7115433235760845e-07 -1.2150234805119455e-06 7.2066785946844905e-07 2.9222819364349562e-07 -2.819567118582132e-07 -1.4296173231533018e-08 2.1529786139721009e-08 1.2942113110625543e-06 -1.1264433078395088e-06 -4.0198911221978051e-07 4.928297701193667e-07 -2.9015730060422132e-07 7.1114648810233871e-08 1.0349796985503252e-06 -5.163656804067311e-07 1.9665365581556475e-08 -1.1013095520882122e-07
leaf_weight=24 23 21 25 20 34 22 24 24 26 25 23 25 24 28 20 25 20 27 146 972 20 20 22 24 20 34 22 21 865 495
leaf_count=24 23 21 25 20 34 22 24 24 26 25 23 25 24 28 20 25 20 27 146 972 20 20 22 24 20 34 22 21 865 495
internal_value=0 1.38314e-09 -2.6857e-10 9.47965e-08 2.02196e-07 -2.77613e-09 -1.34712e-09 1.39338e-07 -3.65579e-09 -1.57578e-07 -1.19646e-09 -3.00132e-09 -8.17061e-10 -8.89216e-08 -4.87526e-07 2.49517e-07 2.34335e-09 -2.05048e-09 7.6842e-10 -1.42218e-09 7.95384e-08 -7.57689e-09 -6.50655e-08 1.54554e-09 2.75656e-08 2.55057e-07 4.49776e-07 1.01544e-08 -1.85523e-08 -8.22484e-08
internal_weight=0 3097 3074 79 54 2995 2973 48 2925 46 2879 2856 2830 98 45 53 2732 2708 2681 2661 188 2473 168 2453 1069 76 56 993 1384 519
internal_count=3121 3097 3074 79 54 2995 2973 48 2925 46 2879 2856 2830 98 45 53 2732 2708 2681 2661 188 2473 168 2453 1069 76 56 993 1384 519
is_linear=0
shrinkage=0.1


Tree=9406
num_leaves=31
num_cat=0
split_feature=1211 50 42 0 1186 394 2 1213 1208 1208 1208 1429 156 13 13 2 12 52 52 158 51 52 13 42 42 4 158 42 42 13
split_gain=1.02102e-10 2.99131e-10 1.63642e-10 1.29057e-10 8.83563e-11 1.15867e-10 2.09775e-10 8.57693e-11 7.69716e-11 2.09191e-10 1.21865e-10 7.67905e-11 1.51453e-10 7.37433e-11 3.56937e-10 6.06929e-10 2.525e-10 1.86417e-10 5.83441e-10 2.15416e-10 2.02899e-10 1.31147e-10 1.2713e-10 4.09956e-10 2.14666e-09 9.44053e-10 9.64484e-10 6.86851e-10 6.00111e-10 1.45924e-09
threshold=0.09030500000000001 0.096900000000000014 0.097020000000000009 -0.084804999999999978 -0.095479999999999982 1.0000000180025095e-35 0.087505000000000013 0.089630000000000015 0.11531000000000001 0.10233500000000001 1.0000000180025095e-35 -0.23752499999999996 0.32523500000000005 -0.097224999999999992 -0.13710499999999998 0.092120000000000021 0.084405000000000022 0.11434500000000002 0.084735000000000019 0.082560000000000008 0.090560000000000015 0.13796000000000003 -0.084419999999999981 0.087505000000000013 0.087075000000000014 -0.081609999999999988 0.080150000000000013 0.087745000000000004 0.083715000000000026 -0.087934999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 8 -7 -5 9 10 11 -6 13 14 17 16 -16 18 19 20 -13 -19 23 24 25 -15 28 -25 29 -27
right_child=1 -3 -4 7 5 6 -8 -9 -10 -11 -12 12 -14 22 15 -17 -18 21 -20 -21 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=-1.7454753096520413e-07 -6.5685674436909883e-08 3.8293849245165903e-07 -2.0787176113073589e-07 3.4680949511312066e-07 -1.8995419914993115e-07 -2.0349086038429223e-08 3.8078335752412715e-07 6.8974349716199869e-08 -1.7604931136142674e-07 2.5515384436403112e-07 -2.032153337304701e-07 -1.6296509918022252e-08 2.7180598408449444e-07 -5.8155005788762537e-07 2.6568331111862096e-07 6.0056247083955284e-07 -2.0467627234665997e-07 3.4391869689898159e-07 -5.5496801296260942e-07 -2.9495227509683405e-07 2.5623432005726071e-07 5.8993241699075353e-09 1.2619782166327481e-09 -7.2835584749242347e-07 9.4340951588749364e-07 7.9972171344403856e-08 6.3567867462795258e-07 -1.0699681781903333e-07 3.3358695667723073e-08 -9.1453238769645405e-07
leaf_weight=30 34 27 26 20 22 32 22 25 26 31 31 139 20 31 21 28 25 22 21 22 34 24 1933 20 23 36 22 161 188 25
leaf_count=30 34 27 26 20 22 32 22 25 26 31 31 139 20 31 21 28 25 22 21 22 34 24 1933 20 23 36 22 161 188 25
internal_value=0 8.60751e-08 9.73876e-09 8.13574e-08 -3.79483e-09 -2.06364e-09 1.43075e-07 1.92457e-07 -4.76158e-09 -3.21469e-09 -6.02699e-09 -3.85701e-09 -2.3922e-09 -4.3684e-09 3.9552e-08 2.33489e-07 1.00531e-08 -1.52242e-08 -5.41506e-08 -2.164e-10 3.72645e-08 1.67561e-07 -1.04189e-08 -5.50419e-08 1.21305e-08 -5.87947e-08 1.00389e-09 -1.75655e-07 -5.50718e-08 -3.27612e-07
internal_weight=0 132 105 79 2989 2959 54 45 2905 2879 2848 2817 2795 2775 336 74 46 262 216 195 173 46 2439 506 325 302 271 181 249 61
internal_count=3121 132 105 79 2989 2959 54 45 2905 2879 2848 2817 2795 2775 336 74 46 262 216 195 173 46 2439 506 325 302 271 181 249 61
is_linear=0
shrinkage=0.1


Tree=9407
num_leaves=31
num_cat=0
split_feature=1211 1203 3 43 403 1203 1200 156 472 15 472 12 154 473 394 394 1176 394 130 39 33 2 47 47 3 16 47 1452 3 3
split_gain=8.27183e-11 2.94176e-10 2.25663e-10 4.41827e-10 3.00372e-10 8.89302e-11 3.63486e-10 8.11982e-11 9.32e-11 3.10898e-10 1.26278e-10 2.72851e-10 1.57554e-10 1.59196e-10 8.84839e-11 1.93985e-10 2.22947e-10 1.36784e-10 1.94718e-10 1.11371e-10 2.72206e-10 2.43622e-10 1.05628e-10 6.31795e-10 5.87362e-10 1.78058e-09 3.4659e-10 1.45215e-10 1.35567e-10 1.32705e-10
threshold=0.09030500000000001 0.089480000000000018 -0.082974999999999979 0.05259500000000001 -0.014954999999999998 0.089745000000000019 0.084780000000000008 0.3248100000000001 -0.081794999999999993 -0.07879499999999999 -0.063449999999999993 0.097325000000000009 0.085530000000000009 -1.0000000180025095e-35 -0.14580499999999996 -0.09139499999999999 1.0000000180025095e-35 1.0000000180025095e-35 -0.089704999999999993 -1.0000000180025095e-35 -0.009184999999999997 0.11293500000000002 0.094160000000000008 0.090920000000000015 -1.0000000180025095e-35 -0.056919999999999991 0.097970000000000015 -0.073879999999999987 0.13524500000000003 -0.082594999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 7 -7 8 9 -1 11 -10 13 -12 -15 -16 17 19 -19 21 -21 -17 23 27 26 28 -24 -22 -26 -29
right_child=1 -3 3 4 -6 6 -8 -9 10 -11 12 -13 -14 14 15 16 -18 18 -20 20 22 -23 24 -25 25 -27 -28 29 -30 -31
leaf_value=-1.0382931833419208e-07 -2.1651628703840552e-07 4.2068439689674488e-07 4.498642177850343e-07 -3.4336573057978305e-07 1.3366132583228413e-07 -3.6670039833097689e-07 1.3905266866513726e-07 -1.8817169713814942e-07 2.4552041977266017e-08 3.5143485841141837e-07 -2.8239237636284998e-07 -4.462889471312792e-07 2.8040249382854655e-07 -1.5722773923698697e-07 2.3669703352879878e-07 3.9599254739125009e-07 -2.8095800124512085e-07 -1.4071457181163331e-08 3.3865272218369276e-07 -3.031780632530475e-07 2.5332553302736086e-07 -4.8692928191128116e-08 -4.0826898787765294e-07 -5.6688995982767668e-07 -1.8944018254162217e-07 9.6639965869043794e-07 1.2856021127406947e-08 2.4550444415537487e-08 1.318595498863336e-07 -2.5393053409276041e-08
leaf_weight=30 31 21 25 22 33 30 27 23 32 30 20 20 20 35 35 22 28 34 29 30 22 28 22 20 29 26 175 903 24 1295
leaf_count=30 31 21 25 22 33 30 27 23 32 30 20 20 20 35 35 22 28 34 29 30 22 28 22 20 29 26 175 903 24 1295
internal_value=0 7.74678e-08 1.25349e-08 1.01292e-07 -5.71495e-08 -3.42273e-09 -1.27133e-07 -1.01772e-09 4.62014e-10 1.23803e-07 -2.13555e-09 -1.56541e-07 7.35054e-10 -1.27912e-09 7.60154e-10 2.79159e-09 -2.55185e-10 2.70069e-09 1.48294e-07 -8.32572e-10 -3.73519e-09 1.46969e-07 -1.64725e-10 -7.35696e-09 5.8207e-08 2.88573e-07 -3.41732e-08 -2.31612e-09 -4.3946e-08 -4.87486e-09
internal_weight=0 132 111 80 55 2989 57 2932 2909 60 2849 52 2797 2777 2757 2722 2687 2659 63 2596 2546 50 2516 2240 276 79 197 2220 53 2198
internal_count=3121 132 111 80 55 2989 57 2932 2909 60 2849 52 2797 2777 2757 2722 2687 2659 63 2596 2546 50 2516 2240 276 79 197 2220 53 2198
is_linear=0
shrinkage=0.1


Tree=9408
num_leaves=31
num_cat=0
split_feature=132 132 1203 47 1 121 33 11 47 47 0 1 0 49 47 0 1 484 133 133 43 52 13 13 160 13 402 13 3 1213
split_gain=7.51733e-11 3.33804e-10 3.31559e-10 9.08036e-11 9.55691e-11 3.16119e-10 1.61089e-10 1.16016e-10 9.04348e-11 9.17625e-11 6.74836e-10 3.74642e-09 1.03876e-09 5.1737e-10 4.14673e-10 1.80806e-10 1.98594e-10 4.81668e-10 1.16492e-10 2.56829e-10 2.04017e-10 4.81649e-10 1.80937e-10 4.87901e-10 9.16072e-10 4.68439e-10 8.6485e-10 4.92818e-10 1.28354e-09 6.94867e-10
threshold=-0.083174999999999985 -0.050879999999999988 0.089005000000000015 0.14397500000000002 0.16540500000000002 -0.094339999999999993 -0.044254999999999996 -1.0000000180025095e-35 0.13252500000000003 0.092165000000000011 -0.10224499999999999 0.099660000000000012 -0.095504999999999993 0.10440000000000001 0.090100000000000013 -0.091354999999999978 0.11751000000000002 -0.077099999999999988 -0.22627999999999995 -0.16271999999999995 0.084740000000000024 0.070205000000000017 -0.087934999999999985 -0.087074999999999986 -0.0071899999999999993 -0.088464999999999988 -0.086719999999999978 -0.090799999999999978 -0.081644999999999981 -0.085049999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 -7 -8 9 14 11 -11 -12 -13 18 -14 17 -17 -9 -20 22 -22 25 24 -24 26 -21 29 -29 -28
right_child=1 3 -4 -5 -6 6 7 8 -10 10 12 13 15 -15 -16 16 -18 -19 19 20 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-1.0615761698755496e-08 3.5425870510995018e-07 -3.6823937139358711e-07 -3.8451787205489114e-07 -2.0618274583111565e-07 2.2035226109551332e-07 2.7993502488330015e-07 -2.3805279987243468e-07 9.9054738622048832e-08 1.6821727470097828e-07 -1.4774504797898659e-06 7.0733728570021845e-07 -1.2906202676058835e-07 -2.6608096532229335e-07 5.1810351622060858e-07 4.5006001516055356e-07 5.0712865532751668e-07 -1.9245206277989584e-07 -3.1700245659965133e-08 -3.4124222817152633e-07 -5.5073599394562662e-07 -6.0868486011641507e-09 -5.4074998009019006e-07 2.2299400228575906e-07 4.266766425417109e-09 -5.9185783306637904e-07 5.0803133519919992e-07 3.7547805208489202e-07 9.9706058676929387e-07 2.3729416552344319e-08 -4.696123619196202e-08
leaf_weight=195 27 23 27 21 20 21 20 122 33 20 21 30 29 21 21 21 36 79 22 23 63 23 22 1785 37 23 47 20 42 227
leaf_count=195 27 23 27 21 20 21 20 122 33 20 21 30 29 21 21 21 36 79 22 23 63 23 22 1785 37 23 47 20 42 227
internal_value=0 4.28758e-09 -5.60903e-08 9.97458e-10 2.52351e-09 9.84632e-10 4.0089e-09 1.9298e-09 3.66441e-09 1.67822e-09 -5.51979e-08 -3.17475e-07 4.49185e-08 1.37418e-07 7.57937e-09 -3.93893e-08 8.94932e-09 8.14538e-08 3.79595e-09 -1.18331e-09 2.05255e-09 -1.49078e-07 7.89138e-09 -5.08497e-09 -2.88015e-07 7.05312e-08 4.25019e-08 8.31105e-08 3.37707e-07 2.5501e-08
internal_weight=0 2899 222 2872 2851 2831 2808 2787 2767 2734 257 71 186 51 2477 165 136 100 2456 2334 2312 86 2226 1844 59 382 359 336 62 274
internal_count=3121 2899 222 2872 2851 2831 2808 2787 2767 2734 257 71 186 51 2477 165 136 100 2456 2334 2312 86 2226 1844 59 382 359 336 62 274
is_linear=0
shrinkage=0.1


Tree=9409
num_leaves=31
num_cat=0
split_feature=484 484 158 52 158 1455 15 1455 484 481 160 480 480 1419 1447 484 1447 131 131 16 42 42 42 12 42 129 400 52 131 52
split_gain=7.9272e-11 1.11048e-10 1.08492e-10 3.4749e-10 1.61556e-10 1.53569e-10 9.45185e-10 2.3619e-10 1.34262e-10 1.4869e-10 2.26645e-10 1.22177e-10 1.33867e-10 2.61934e-10 1.19641e-10 5.97174e-10 2.41156e-10 1.17311e-10 2.58018e-10 3.35534e-10 2.03682e-10 4.5691e-10 3.69587e-10 1.75124e-10 3.95492e-10 2.39428e-10 4.8431e-10 1.83388e-10 1.74768e-10 1.70513e-10
threshold=-0.52850499999999989 -0.48714499999999994 0.12212000000000002 0.008405000000000001 0.11651000000000002 -0.097209999999999977 0.088495000000000018 -0.089344999999999994 -0.23687999999999995 -0.16223499999999996 -0.55045999999999984 0.11303500000000001 0.10272000000000002 0.10408000000000002 -0.086359999999999978 -0.081614999999999979 -0.08477999999999998 0.088315000000000018 0.091440000000000007 -0.015314999999999997 0.094365000000000018 0.097020000000000009 0.091625000000000012 0.087445000000000009 -0.088934999999999986 0.080675000000000011 -0.085274999999999976 0.077655000000000016 0.082750000000000004 0.31359500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 -7 -9 -10 -11 12 13 14 15 -12 -16 28 19 -19 22 -22 23 24 -20 26 -25 -26 29 -18
right_child=1 2 3 -5 -6 7 -8 8 9 10 11 -13 -14 -15 16 -17 17 18 20 -21 21 -23 -24 25 27 -27 -28 -29 -30 -31
leaf_value=-1.9845179977551199e-07 1.9952381547584865e-07 1.7863042023605251e-07 -3.7096482264258095e-07 1.631660579516306e-07 2.4540574317357922e-07 3.1524167033817698e-07 -6.5645608347855839e-07 2.0724805524203537e-07 -2.355488439162754e-07 2.396463360244711e-07 4.2453530531528327e-07 -2.0051390984301706e-07 2.0921180540274994e-07 -3.3209589431019522e-07 -2.7222836286345039e-07 -1.7734185076001552e-07 1.1458299487920685e-09 4.4978692118286955e-07 -4.7771214137052693e-07 2.167357741090007e-09 5.5408839235345419e-07 -4.6211765214465577e-08 -4.3646424458643195e-07 5.7582717281385546e-07 -1.5976290883097109e-07 -1.9495104558368089e-07 4.6636157154649967e-08 1.5870061968570327e-07 -2.5713977537731937e-07 -1.1687576573011098e-07
leaf_weight=20 28 33 29 21 27 24 23 31 27 39 34 31 30 24 33 32 2098 34 21 33 21 32 20 21 33 26 98 40 28 130
leaf_count=20 28 33 29 21 27 24 23 31 27 39 34 31 30 24 33 32 2098 34 21 33 21 32 20 21 33 26 98 40 28 130
internal_value=0 1.27711e-09 -5.29241e-10 -1.4663e-07 1.88724e-09 -3.0735e-10 -1.64352e-07 2.8173e-09 2.45908e-10 -1.97838e-09 2.282e-10 -3.08408e-09 -8.88838e-10 -3.1742e-09 -2.86808e-10 1.32716e-07 -3.57698e-09 -2.1247e-10 5.12664e-08 2.29318e-07 1.3031e-08 1.91643e-07 -2.35189e-08 1.10372e-08 -9.52777e-08 7.99585e-08 1.40023e-07 1.47377e-08 -8.86073e-09 -5.74053e-09
internal_weight=0 3101 3073 50 3023 2996 56 2940 2916 2885 2858 2819 2788 2758 2734 66 2668 2635 379 67 312 53 259 239 94 145 119 73 2256 2228
internal_count=3121 3101 3073 50 3023 2996 56 2940 2916 2885 2858 2819 2788 2758 2734 66 2668 2635 379 67 312 53 259 239 94 145 119 73 2256 2228
is_linear=0
shrinkage=0.1


Tree=9410
num_leaves=31
num_cat=0
split_feature=40 130 42 10 0 15 16 33 45 142 9 10 15 9 2 453 12 2 13 2 402 15 15 2 43 2 52 39 42 0
split_gain=7.69134e-11 1.72593e-10 1.73899e-10 7.49361e-11 8.78394e-10 9.79499e-10 5.65551e-10 1.24939e-10 1.02042e-10 1.90408e-10 1.18652e-10 2.72927e-10 7.79826e-11 8.31205e-10 5.03723e-10 2.99583e-10 2.06512e-10 1.77338e-10 3.39433e-10 1.87658e-10 1.99575e-10 6.77408e-10 2.43042e-10 2.41786e-10 2.28822e-10 6.44606e-10 3.7386e-10 2.59901e-10 2.80522e-10 1.68319e-10
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.011239999999999998 -0.10224499999999999 -0.10324499999999999 -0.059624999999999991 -0.012019999999999998 0.094030000000000016 -1.0000000180025095e-35 0.088235000000000022 -0.0069899999999999988 -0.10203999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084790000000000018 -0.095379999999999979 0.084145000000000011 -0.083254999999999982 0.086285000000000014 0.086855000000000016 -0.11033999999999998 -0.12563999999999997 0.10444500000000002 -0.052894999999999991 0.13404500000000005 -0.0027449999999999996 0.098220000000000016 -0.018024999999999996 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -5 9 -9 11 -11 13 -13 -14 17 -16 18 -15 -19 21 22 24 -22 25 26 -21 28 -26 -30
right_child=1 2 -4 7 5 6 -8 8 -10 10 -12 12 14 15 16 -17 -18 19 -20 20 23 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=1.954761529532334e-07 -2.8035514551499378e-07 -6.0282263274302748e-07 2.6886374966395009e-07 2.2422905021812767e-07 5.2993894049298738e-07 1.3543411393849663e-07 -5.1800550362639358e-07 2.9487868909489576e-07 -1.6759706977293517e-07 3.6088999552573242e-07 -1.9192151006208747e-07 6.6767948737833648e-07 -4.8435281111122464e-07 8.5181607957910306e-08 2.4868535763999944e-07 -3.3530611875202492e-07 -7.0952755235135396e-09 2.9947733576685503e-07 -4.100632213521749e-07 -2.9546447499549024e-07 7.6866684111109866e-08 -4.7957959817982301e-07 4.0135823706595358e-07 -4.0896195243823014e-07 -2.0075972723058539e-07 6.4536159163353099e-07 2.3060930946680206e-07 -3.0817054004689019e-07 2.6702256863902424e-08 3.1461881844519225e-07
leaf_weight=20 22 25 24 25 30 27 26 22 36 21 32 20 22 31 32 24 2324 29 25 22 20 21 26 21 30 24 35 23 45 37
leaf_count=20 22 25 24 25 30 27 26 22 36 21 32 20 22 31 32 24 2324 29 25 22 20 21 26 21 30 24 35 23 45 37
internal_value=0 -1.25908e-09 7.3511e-10 -1.3713e-09 -8.31835e-08 7.33343e-08 -1.85121e-07 1.62691e-09 -2.77629e-10 1.80952e-09 -4.41714e-10 1.7219e-09 -9.6132e-10 3.80715e-08 -8.06865e-09 7.58206e-09 -3.62118e-09 2.87371e-08 -1.3591e-07 5.64255e-08 3.32396e-08 6.52308e-08 1.12508e-07 -1.71972e-07 7.77387e-08 2.10615e-07 2.75633e-08 -1.98679e-09 6.08902e-08 1.56616e-07
internal_weight=0 3101 3079 3055 108 83 53 2947 2922 2886 2864 2832 2811 433 2378 413 2356 389 56 333 304 263 242 41 216 81 57 135 112 82
internal_count=3121 3101 3079 3055 108 83 53 2947 2922 2886 2864 2832 2811 433 2378 413 2356 389 56 333 304 263 242 41 216 81 57 135 112 82
is_linear=0
shrinkage=0.1


Tree=9411
num_leaves=31
num_cat=0
split_feature=132 1186 394 1203 401 1 15 1210 43 43 133 2 15 1447 481 1447 1453 482 13 0 51 0 2 13 0 402 51 12 16 0
split_gain=8.2469e-11 1.96954e-09 1.31893e-09 2.46047e-10 8.31265e-11 2.91214e-10 3.828e-10 1.45876e-10 7.82085e-11 4.77632e-10 2.24348e-10 1.34605e-09 1.37454e-09 3.77945e-10 2.9894e-10 6.28916e-10 2.95955e-10 2.23021e-10 2.73304e-10 3.54219e-10 1.43445e-09 1.23378e-09 3.38778e-10 2.92829e-10 3.82244e-10 9.13312e-10 7.16074e-10 4.18422e-10 4.77323e-10 6.70973e-10
threshold=-0.083284999999999984 0.0044650000000000011 0.12358500000000001 0.085960000000000023 -0.078179999999999986 0.094385000000000011 0.095175000000000023 0.26755500000000004 -0.036954999999999995 -0.041739999999999992 0.10995500000000001 0.083715000000000026 0.087575000000000014 -0.086304999999999979 -0.081539999999999987 -0.084334999999999979 -0.068424999999999986 0.088100000000000012 0.10002500000000002 0.10455500000000001 -0.057604999999999996 0.13134000000000004 0.11067500000000001 0.0027400000000000007 -0.083804999999999977 0.12317000000000002 0.095375000000000015 -0.010834999999999999 -0.088394999999999987 -0.080119999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 -2 8 9 -6 13 -12 -13 -10 15 -15 -16 18 19 23 -21 -22 -20 24 25 -18 27 -26 -29 -30
right_child=2 -3 -4 -5 7 -7 -8 -9 10 -11 11 12 -14 14 16 -17 17 -19 22 20 21 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=5.3835671285997124e-09 -5.0583263136635042e-08 9.5656006351418918e-07 -8.1374278821044759e-07 -3.1003575318385601e-07 -6.6543606232776321e-09 -2.1465669225955769e-07 4.4297545077721559e-07 -2.709190039240639e-07 -3.7062312710116451e-07 -3.7543531063259175e-07 8.508059160951895e-07 -5.4295653929021946e-07 3.4914558911261855e-07 6.7341366210322514e-07 -3.5172371054692996e-07 -8.4867393393563517e-09 -1.1032561950472011e-09 2.5551451885677226e-07 -1.8644948835097478e-08 3.076816465035072e-07 -1.136109609471229e-06 -8.6541398728693744e-08 5.3688895198839813e-07 -2.0518979451840856e-07 4.5450164343208144e-07 -6.8884919556921887e-07 5.1940966993189059e-07 -2.8997852750546285e-07 3.2860661449008217e-07 -5.1624746321922699e-08
leaf_weight=168 30 22 20 29 1437 22 33 20 26 36 22 31 39 21 23 38 559 36 23 31 21 24 21 60 24 20 38 42 71 134
leaf_count=168 30 22 20 29 1437 22 33 20 26 36 22 31 39 21 23 38 559 36 23 31 21 24 21 60 24 20 38 42 71 134
internal_value=0 5.91677e-08 -4.47103e-09 -4.10487e-08 1.14502e-09 9.85676e-08 2.07947e-07 -1.81563e-09 1.22461e-10 -1.56673e-08 1.79586e-08 1.68508e-07 -4.59282e-08 6.53078e-09 1.47989e-08 2.34224e-07 3.31173e-09 1.07083e-08 2.4564e-09 -8.02968e-09 -2.15752e-07 -5.7634e-07 2.46496e-07 8.62318e-09 2.307e-08 -2.48596e-08 1.1288e-07 5.58756e-08 1.71427e-08 8.00651e-08
internal_weight=0 219 2902 197 2882 85 63 2797 2777 1473 1304 92 70 1212 1186 59 1127 1104 1068 1024 76 45 44 948 888 579 309 271 247 205
internal_count=3121 219 2902 197 2882 85 63 2797 2777 1473 1304 92 70 1212 1186 59 1127 1104 1068 1024 76 45 44 948 888 579 309 271 247 205
is_linear=0
shrinkage=0.1


Tree=9412
num_leaves=31
num_cat=0
split_feature=0 47 4 10 0 0 15 15 43 43 42 133 457 16 2 1 2 150 12 1 150 4 3 160 14 132 15 1185 50 133
split_gain=8.08485e-11 5.62971e-10 1.76581e-09 1.16935e-09 3.77367e-10 3.45409e-10 2.19466e-09 4.48389e-10 2.30596e-10 4.11692e-10 3.29566e-10 4.62415e-10 2.1466e-10 3.23083e-10 2.97177e-10 7.86308e-10 6.16252e-10 7.20621e-10 4.62186e-10 4.02849e-10 2.15462e-10 1.9867e-10 1.78796e-10 2.56833e-10 1.64147e-10 1.52117e-10 2.13335e-09 1.22194e-09 3.11918e-10 1.9749e-10
threshold=-0.10151999999999999 0.094160000000000008 0.076415000000000025 -1.0000000180025095e-35 -0.099059999999999995 -0.11173999999999999 -0.10203999999999998 -0.043924999999999992 0.08845500000000002 1.0000000180025095e-35 0.087550000000000017 0.085075000000000026 -0.052389999999999992 -0.087484999999999993 0.11215000000000001 0.10708500000000001 0.10559 0.087380000000000013 -1.0000000180025095e-35 0.11249000000000002 0.091105000000000005 -0.14098499999999997 -0.081924999999999984 -0.046074999999999991 0.019675000000000002 -0.083284999999999984 0.091650000000000023 -0.083264999999999992 0.09227500000000001 -0.45516499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 8 -7 -8 9 10 12 -12 13 -5 15 16 17 18 -14 -16 -21 -20 -23 -24 25 26 28 -27 29 -6
right_child=4 2 -4 5 24 6 7 -9 -10 -11 11 -13 14 -15 19 -17 -18 -19 21 20 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-7.5708264077434253e-07 -3.1658213028406821e-07 1.0664828609140474e-06 1.921318883958428e-08 5.2975474442717994e-07 2.9998485805056894e-07 1.111365971375733e-06 -4.6860328443446263e-07 1.5040307027902601e-07 2.254217251693023e-07 -4.5286927843335437e-07 5.5357836200089187e-09 -6.1949318400422734e-07 5.25221766193137e-07 -3.8649314149097338e-08 -4.8507664587305042e-07 6.4473209278048675e-07 -5.2524907772522062e-07 -3.8596218505047325e-07 -1.6045916534527092e-07 -1.6935809810163576e-07 2.1066566489480467e-07 -1.0063459342291026e-07 -2.9923087083716383e-08 4.2688861394690748e-07 -2.6897389390164195e-07 -7.8596395951535676e-07 9.8819616895965465e-07 -8.3181750317052544e-10 -3.728808422920338e-07 -3.2226403384600961e-08
leaf_weight=20 39 21 69 20 21 20 22 25 38 22 29 20 28 20 26 21 20 29 28 37 25 20 20 32 23 20 23 2238 24 121
leaf_count=20 39 21 69 20 21 20 22 25 38 22 29 20 28 20 26 21 20 29 28 37 25 20 20 32 23 20 23 2238 24 121
internal_value=0 3.25924e-08 2.63576e-07 -7.23242e-09 -7.94513e-09 2.26421e-08 2.34002e-07 -1.39345e-07 -9.91217e-09 -3.24378e-08 -7.77252e-09 -2.49578e-07 2.85725e-08 2.45553e-07 -1.77439e-09 6.61824e-08 -2.45904e-09 6.41384e-08 1.66114e-07 -1.54677e-07 -1.61227e-08 6.55643e-08 1.53462e-07 2.51192e-07 -3.07191e-09 -5.72631e-10 8.56067e-08 -7.78604e-09 -3.94509e-08 1.69034e-08
internal_weight=0 612 90 522 2509 502 67 47 435 397 375 49 326 40 286 198 177 157 128 88 62 100 72 52 2470 2447 189 2258 166 142
internal_count=3121 612 90 522 2509 502 67 47 435 397 375 49 326 40 286 198 177 157 128 88 62 100 72 52 2470 2447 189 2258 166 142
is_linear=0
shrinkage=0.1


Tree=9413
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 3 16 15 42 16 11 142 150 16 147 147 150 44 158 3 3 2 3 1213 1210 2 1210 12 10 52 52
split_gain=8.45461e-11 4.78745e-10 2.92158e-10 2.78774e-10 1.17357e-10 1.26632e-10 1.42665e-10 1.71385e-10 1.14522e-10 8.13575e-11 9.37738e-11 9.50437e-11 4.59301e-10 1.04166e-10 1.49788e-10 8.79652e-11 1.43402e-10 2.55285e-10 1.18903e-10 6.56382e-10 4.1766e-10 3.15812e-10 2.87574e-10 1.9041e-09 9.45859e-10 4.25129e-10 3.00234e-10 2.46826e-10 2.269e-10 5.73545e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.086769999999999986 -0.095094999999999985 -0.083359999999999976 -0.049004999999999993 -0.084119999999999986 -0.072629999999999986 -0.057499999999999989 0.12765500000000005 -0.071854999999999988 0.097985000000000017 0.092070000000000013 -0.15178999999999995 0.10049500000000001 -0.47356499999999996 -0.080484999999999987 -0.079864999999999978 0.089005000000000015 -0.080634999999999984 -0.085284999999999986 -0.064799999999999983 0.087855000000000003 -0.0049999999999999984 0.094375000000000014 -0.0093599999999999985 0.085540000000000019 0.084505000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7 -8 -9 -3 -11 13 -13 14 15 -12 17 -17 21 20 -20 27 24 -24 -21 -25 -26 -19 29 -29
right_child=1 9 -4 -5 5 6 7 8 -10 10 11 12 -14 -15 -16 16 -18 18 19 22 -22 -23 23 25 26 -27 -28 28 -30 -31
leaf_value=-8.8239583106997093e-08 4.8029487245349584e-07 -1.9501966619372979e-07 -3.8149934368902903e-07 -3.6298496730697004e-07 -8.6006607036281943e-08 3.8078447545331078e-07 -1.5868079800828215e-07 2.9519614384655924e-08 3.6387834597917393e-07 -2.0800591385190208e-07 1.918375493422294e-07 4.6269525301549193e-07 -1.2000269532197101e-07 -1.7786454566959265e-07 2.3371426810367018e-07 3.0774697742580667e-07 -2.3417569197957935e-07 3.1164587510459203e-07 -1.4067405296762964e-07 6.3157843132542224e-07 -6.9671072434506309e-07 3.7091515341103331e-07 -9.4223098314345912e-07 4.325915937060514e-07 -3.2148687136686234e-07 -1.1529545964780056e-08 1.5908521564693521e-07 -5.503559046208645e-09 6.9779454502531623e-08 -4.2982587212298483e-07
leaf_weight=62 21 21 25 21 32 20 21 21 20 21 24 24 31 32 28 27 26 27 35 29 22 25 22 22 26 1062 26 918 397 33
leaf_count=62 21 21 25 21 32 20 21 21 20 21 24 24 31 32 28 27 26 27 35 29 22 25 22 22 26 1062 26 918 397 33
internal_value=0 4.56129e-09 -5.94701e-08 -1.86034e-08 2.24875e-08 8.27075e-08 1.48547e-07 7.3632e-08 1.92621e-07 1.08999e-09 2.53147e-09 4.09046e-09 1.34266e-07 1.51598e-09 3.60407e-09 1.23616e-09 -4.59956e-10 1.81508e-09 -1.30904e-09 -2.38057e-08 -3.55285e-07 1.86809e-08 -7.88805e-09 -2.12084e-08 1.73992e-07 -2.51602e-09 -8.12008e-08 1.22766e-08 6.28036e-09 -2.02277e-08
internal_weight=0 2899 222 197 176 114 82 62 41 2878 2857 2836 55 2781 2749 2721 2697 2671 2644 1244 57 1400 1187 1106 81 1084 52 1375 1348 951
internal_count=3121 2899 222 197 176 114 82 62 41 2878 2857 2836 55 2781 2749 2721 2697 2671 2644 1244 57 1400 1187 1106 81 1084 52 1375 1348 951
is_linear=0
shrinkage=0.1


Tree=9414
num_leaves=31
num_cat=0
split_feature=1206 133 16 1 13 133 1208 42 133 4 52 1209 403 1212 1212 133 1212 42 402 12 403 401 1 401 403 13 13 13 401 12
split_gain=7.51499e-11 9.02975e-11 2.87529e-10 3.90253e-10 2.42464e-10 1.46815e-10 1.28265e-10 1.13091e-10 9.8487e-11 7.57607e-10 4.7489e-10 1.45671e-10 9.22356e-10 1.13949e-10 3.3426e-10 1.05078e-09 8.20601e-10 1.36979e-10 1.20132e-10 4.95059e-10 1.9032e-10 1.39425e-10 5.07867e-10 2.02267e-10 1.44152e-10 3.71883e-10 3.68588e-10 3.37606e-10 2.31749e-10 4.41163e-10
threshold=1.0000000180025095e-35 0.50628500000000021 -0.052894999999999991 0.094385000000000011 -0.066634999999999986 0.41553500000000004 0.11198500000000002 -0.078304999999999986 0.26753000000000005 -0.081839999999999982 0.061605000000000007 -0.084629999999999997 -0.0047449999999999992 -0.41956999999999994 -0.089544999999999986 -0.065894999999999981 -0.075499999999999998 0.089625000000000024 0.11522000000000002 0.094435000000000005 -0.53101999999999994 0.09530000000000001 0.085760000000000017 0.091505000000000017 0.088465000000000002 -0.0065549999999999992 0.056795000000000005 -0.017449999999999997 0.076195000000000013 0.085055000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 8 -6 11 -10 -11 12 -1 17 15 -15 -16 -13 20 -20 -18 23 -23 24 28 27 -27 -26 -22 -30
right_child=-2 2 -4 -5 7 -7 -8 -9 9 10 -12 13 -14 14 16 -17 18 -19 19 -21 21 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=5.509826209504354e-07 -1.9321866240318286e-07 3.991000048906492e-07 3.8824530611236699e-07 -3.5029580992020627e-07 1.5282888751693755e-07 -2.3421616814571451e-07 2.1304752177034711e-07 -1.678106782905657e-07 -6.1157056708535409e-07 -1.2715111702222297e-07 4.7219141663390474e-07 7.0041549989859369e-09 -3.1427187074939411e-07 -5.6684252016762108e-08 -6.274210175574592e-07 8.0629631882055999e-07 -3.1011804850322734e-07 -3.462435078712848e-07 4.0239847908563412e-07 -2.3574390468183992e-07 -2.5023252548344183e-10 -4.5017392444890449e-07 1.8401275697005097e-07 3.1189054430753806e-07 1.0708251728467933e-07 -3.9977946926228473e-07 1.3614136386849803e-07 6.2486502486081016e-07 -5.6723292800597853e-07 3.037242739386178e-08
leaf_weight=28 20 22 25 23 22 27 28 22 22 39 20 23 22 43 21 21 20 21 31 20 2370 28 23 21 34 21 33 20 21 30
leaf_count=28 20 22 25 23 22 27 28 22 22 39 20 23 22 43 21 21 20 21 31 20 2370 28 23 21 34 21 33 20 21 30
internal_value=0 1.24803e-09 8.85959e-08 4.42469e-09 1.28039e-07 -2.08563e-09 3.17759e-11 -7.4909e-09 -2.00248e-09 -1.10736e-07 7.60158e-08 1.08676e-09 1.70271e-07 -1.93331e-09 6.14737e-10 2.26481e-07 -4.75305e-09 -1.61591e-07 1.4067e-10 1.52147e-07 -2.81709e-09 -4.54149e-10 -1.64168e-07 2.82013e-09 2.5371e-10 1.13291e-07 -7.22723e-08 2.98854e-07 -4.78884e-09 -2.157e-07
internal_weight=0 3101 114 89 66 2987 2960 44 2932 81 59 2851 50 2801 2757 64 2693 44 2672 51 2621 2601 51 2550 2529 108 54 54 2421 51
internal_count=3121 3101 114 89 66 2987 2960 44 2932 81 59 2851 50 2801 2757 64 2693 44 2672 51 2621 2601 51 2550 2529 108 54 54 2421 51
is_linear=0
shrinkage=0.1


Tree=9415
num_leaves=31
num_cat=0
split_feature=472 1429 474 156 159 51 4 157 156 1429 151 52 4 42 133 12 475 157 45 11 33 156 97 2 16 2 8 0 1 1
split_gain=7.34855e-11 1.17566e-10 8.37243e-11 9.12737e-11 3.62767e-10 4.75694e-10 3.37855e-10 3.20452e-10 2.67308e-10 6.70524e-10 1.85836e-10 3.67157e-10 6.84854e-10 2.32842e-10 4.22463e-10 1.36961e-10 1.07655e-10 2.10221e-10 1.26717e-10 3.16837e-10 1.2377e-10 1.00944e-10 1.61828e-10 2.35523e-10 5.00775e-10 2.30999e-09 1.8294e-09 1.2831e-10 1.18258e-10 1.66425e-09
threshold=-0.38234499999999999 -0.23587499999999997 0.11421000000000002 0.087720000000000006 0.10545500000000001 -0.095144999999999993 -0.50262499999999988 -0.086079999999999976 0.086635000000000004 0.083725000000000008 -0.085369999999999988 -0.016329999999999997 -0.0073899999999999999 0.091545000000000015 0.061605000000000007 0.086915000000000006 0.05680000000000001 0.23903500000000003 0.094030000000000016 -1.0000000180025095e-35 -0.009184999999999997 0.083310000000000009 -0.085969999999999977 -0.0050599999999999994 -0.056919999999999991 -0.045829999999999989 1.0000000180025095e-35 -0.090314999999999993 0.092390000000000014 0.093100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 6 -6 -5 -8 16 -10 -9 13 -13 14 15 -12 17 18 19 -3 -21 22 -22 24 25 26 -24 -23 -25 -30
right_child=1 2 -4 4 5 -7 7 10 9 -11 11 12 -14 -15 -16 -17 -18 -19 -20 20 21 27 23 28 -26 -27 -28 -29 29 -31
leaf_value=-1.7431094363473678e-07 2.2659489403671929e-07 3.8862463665758522e-07 -1.5411877405264411e-07 4.0095493515684002e-07 -5.4943799151866797e-07 3.5834552808016339e-08 3.2777471726358028e-07 -2.6124402855094043e-07 1.5345192461898212e-07 -5.7299663027863436e-07 1.2385455673583321e-07 7.186254633850809e-07 -7.3702003078324202e-08 1.8247603944034602e-07 -5.317790461439083e-07 -2.0283061159954653e-07 -2.1087846609664973e-07 3.0970663179888648e-07 -1.95426240125154e-07 -2.2741094151494206e-07 -2.8526342349621814e-07 1.0616839646742778e-09 -1.059039430804733e-06 7.3702398503324211e-09 5.0874872995011955e-07 8.8987151711189036e-07 1.0953745027416368e-07 3.3796639485217385e-07 -8.7809183133171962e-07 -1.191657158420375e-08
leaf_weight=24 23 21 35 34 21 41 37 23 24 27 33 20 24 29 21 21 24 22 33 24 20 26 21 1739 28 22 37 20 23 624
leaf_count=24 23 21 35 34 21 41 37 23 24 27 33 20 24 29 21 21 24 22 33 24 20 26 21 1739 28 22 37 20 23 624
internal_value=0 1.34846e-09 -3.36862e-10 1.43424e-09 5.34158e-08 -1.62403e-07 1.08708e-07 6.09371e-08 -4.3436e-09 -2.31138e-07 3.2003e-09 4.42964e-08 2.86447e-07 -5.81519e-08 -1.51195e-07 -3.18968e-09 -3.41637e-11 1.86819e-09 -6.99074e-10 1.76772e-09 -1.37624e-09 7.42833e-10 -1.94323e-09 3.28785e-10 1.4477e-07 1.73779e-08 -3.13568e-07 1.47542e-07 -6.20922e-09 -4.2708e-08
internal_weight=0 3097 3074 3039 304 62 242 208 2735 51 171 148 44 104 75 54 2684 2660 2638 2605 2584 2560 2514 2494 108 80 58 46 2386 647
internal_count=3121 3097 3074 3039 304 62 242 208 2735 51 171 148 44 104 75 54 2684 2660 2638 2605 2584 2560 2514 2494 108 80 58 46 2386 647
is_linear=0
shrinkage=0.1


Tree=9416
num_leaves=31
num_cat=0
split_feature=96 34 34 34 9 3 2 4 44 44 16 130 1 15 49 16 4 4 4 471 474 475 474 52 52 16 1213 1447 1456 1456
split_gain=9.74656e-11 9.57168e-11 2.00818e-10 1.51843e-10 1.08296e-10 5.68327e-10 2.71043e-10 5.78869e-10 8.56071e-11 2.62896e-10 9.30924e-11 8.15706e-11 1.2058e-10 9.91187e-11 1.0881e-10 8.33674e-11 8.21571e-11 1.26149e-10 1.31854e-10 4.73748e-10 2.00715e-10 1.90542e-10 1.03265e-10 1.06214e-10 6.84814e-10 4.07833e-10 3.82486e-10 2.53497e-10 6.11416e-10 6.42862e-10
threshold=0.087370000000000017 -0.097449999999999981 -0.084564999999999987 -0.05547499999999999 0.091600000000000015 -0.13309499999999996 -1.0000000180025095e-35 1.0000000180025095e-35 0.099360000000000018 1.0000000180025095e-35 -0.56967999999999985 -0.23123999999999997 0.16540500000000002 0.17980000000000004 -0.16230499999999995 0.071345000000000006 -0.52556499999999995 -0.50940999999999981 -0.50052499999999989 -0.081099999999999992 -0.25711499999999993 -0.079274999999999984 -0.091284999999999991 0.10611000000000001 0.10024500000000001 -0.079734999999999986 0.10050000000000002 -0.086279999999999982 -0.15308499999999997 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 7 -5 9 10 -8 -12 13 14 -13 -15 -16 -18 21 -20 -21 -19 -22 24 -24 -26 27 -25 -29 -30
right_child=-2 2 3 4 5 -7 8 -9 -10 -11 11 12 -14 15 16 -17 17 18 19 20 22 -23 23 26 25 -27 -28 28 29 -31
leaf_value=1.7966418222196505e-07 -1.6358498291266543e-07 -2.7656351048604551e-07 2.6430298001917605e-07 -8.7969024150424971e-08 2.5405728145244664e-07 -4.4925960409614166e-07 2.0807660667915548e-07 6.1535885345682064e-07 -1.6611577439474084e-07 3.4531685929292428e-07 1.9310948641218386e-07 -2.218095902583667e-07 -2.4343800348669038e-07 2.9058159747191463e-07 1.5343840841937477e-07 5.3054973037092176e-09 -1.8622176453974544e-07 -5.6953441463476688e-08 -4.9050968854658093e-07 3.059634677594572e-07 -2.0670192418492662e-07 3.5164285736755119e-07 -1.1622969887888054e-09 2.5473160595386922e-07 7.9913661501507255e-08 7.038489466088488e-07 -4.531273201021949e-07 -4.4591469970457963e-07 4.9187198654839414e-07 -4.3582501393790749e-08
leaf_weight=30 36 26 22 25 20 27 21 22 31 22 21 23 21 21 33 20 38 21 20 21 25 25 2056 30 20 22 22 35 24 341
leaf_count=30 36 26 22 25 20 27 21 22 31 22 21 23 21 21 33 20 38 21 20 21 25 25 2056 30 20 22 22 35 24 341
internal_value=0 1.91339e-09 1.67885e-10 2.54326e-09 6.28159e-10 -1.49976e-07 3.01951e-09 2.41248e-07 -8.24212e-10 9.53733e-10 -1.69521e-09 -3.24689e-09 -4.71016e-09 -2.91778e-09 -5.21384e-09 1.51423e-07 -3.39104e-09 -5.30785e-09 -2.72531e-09 -5.67653e-09 -1.9413e-09 1.6511e-07 -4.45237e-09 -2.46953e-09 7.00346e-09 4.06737e-07 -4.64393e-08 -2.5632e-08 -4.66593e-08 -8.37454e-09
internal_weight=0 3085 3055 3029 3007 47 2960 47 2913 2882 2860 2839 2818 2797 2756 41 2733 2700 2662 2616 2596 46 2575 2550 2098 42 452 430 400 365
internal_count=3121 3085 3055 3029 3007 47 2960 47 2913 2882 2860 2839 2818 2797 2756 41 2733 2700 2662 2616 2596 46 2575 2550 2098 42 452 430 400 365
is_linear=0
shrinkage=0.1


Tree=9417
num_leaves=31
num_cat=0
split_feature=96 123 104 34 34 33 2 16 8 45 0 0 48 15 15 2 150 124 457 16 1 4 13 16 43 12 133 43 2 51
split_gain=7.89465e-11 8.66502e-11 1.11522e-10 1.40994e-10 4.35083e-10 2.60091e-10 9.40092e-11 9.78922e-10 7.28629e-10 9.31957e-11 1.01794e-10 2.71016e-10 2.49173e-10 4.85426e-10 1.08577e-09 3.35764e-10 5.87422e-10 3.32675e-10 3.03241e-10 1.88284e-10 1.72699e-10 1.50019e-10 2.6121e-10 4.13508e-10 1.31162e-09 2.46312e-10 2.61692e-10 2.80008e-10 1.77137e-10 3.28046e-10
threshold=0.087370000000000017 -0.078164999999999998 1.0000000180025095e-35 -0.085739999999999983 -0.057544999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.056919999999999991 0.091215000000000004 0.094030000000000016 -0.14226499999999997 -0.14051499999999997 -0.072824999999999987 -0.088749999999999982 -0.0088349999999999974 0.08647500000000001 0.087000000000000008 -0.0066649999999999991 0.087350000000000011 0.0047850000000000011 0.080000000000000016 0.24564500000000003 -0.097224999999999992 -0.096824999999999981 0.08845500000000002 0.11149500000000002 -0.084614999999999982 -0.084359999999999991 0.089885000000000007 0.092235000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 8 -7 10 12 -12 18 15 -15 -14 17 -17 -8 20 -16 22 23 24 -13 26 -23 -28 -25 -30
right_child=-2 2 -4 4 5 6 9 -9 -10 -11 11 21 13 14 19 16 -18 -19 -20 -21 -22 25 -24 28 -26 -27 27 -29 29 -31
leaf_value=-1.9165161682582516e-07 -1.4722648778134032e-07 -2.3039409346490802e-07 2.1789038526047004e-07 4.2755499845744301e-07 -3.5933598212523067e-07 8.3885741541204577e-07 8.7034973987664722e-08 -3.4099779264400765e-07 5.8315702658330261e-09 -1.6246158880660134e-07 -3.3284832926483432e-07 9.8803695266269646e-07 3.3362563636560684e-07 7.4830811993911815e-07 3.7886035097282427e-07 3.0887211635022286e-07 -4.2310900696336194e-07 -7.0028019429796164e-08 -4.5704323028417096e-07 -1.265738546001585e-07 3.4428938086058544e-08 -4.6989820642551192e-07 -4.0163728774699129e-09 -1.9541810905926235e-07 -1.0846718675831351e-07 2.3274570551057833e-07 -3.240362700927967e-07 -8.5289121627630223e-10 2.43918563701005e-07 -1.7787318069244812e-07
leaf_weight=23 36 26 24 24 20 21 21 28 21 35 25 20 23 31 24 32 37 84 20 33 37 20 2161 27 24 21 36 105 54 28
leaf_count=23 36 26 24 24 20 21 21 28 21 35 25 20 23 31 24 32 37 84 20 33 37 20 2161 27 24 21 36 105 54 28
internal_value=0 1.72145e-09 3.17395e-09 1.47771e-09 3.47926e-09 7.30276e-11 2.49492e-09 1.17008e-07 4.22344e-07 -2.71085e-10 1.71168e-09 -5.23338e-09 5.29062e-08 8.44088e-08 2.35097e-07 -2.26141e-08 -7.61665e-08 3.44962e-08 -1.78369e-07 6.58466e-08 1.69943e-07 -1.95198e-09 4.92351e-09 1.31192e-07 3.89944e-07 -8.9369e-08 -1.31384e-07 -8.33678e-08 2.67419e-08 9.98921e-08
internal_weight=0 3085 3062 3038 3012 2988 2968 70 42 2898 2863 2521 342 301 125 176 153 116 41 94 61 2496 2314 153 44 182 161 141 109 82
internal_count=3121 3085 3062 3038 3012 2988 2968 70 42 2898 2863 2521 342 301 125 176 153 116 41 94 61 2496 2314 153 44 182 161 141 109 82
is_linear=0
shrinkage=0.1


Tree=9418
num_leaves=31
num_cat=0
split_feature=1429 156 11 1429 157 1429 156 474 157 51 49 157 157 157 156 4 1453 481 481 481 1447 52 481 1455 0 3 160 2 1447 3
split_gain=8.02717e-11 1.85202e-10 7.48307e-11 7.42096e-11 3.14696e-10 1.33373e-10 3.94475e-10 7.91267e-10 8.45461e-11 5.99944e-10 5.60782e-10 4.92548e-10 3.75623e-10 3.35828e-10 2.89747e-10 2.07566e-10 1.14366e-10 2.13043e-10 3.23433e-10 1.45237e-10 4.02191e-10 1.09569e-09 5.48813e-10 1.48317e-10 6.84549e-10 1.1431e-09 4.61822e-10 3.46205e-10 2.71722e-10 6.6712e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.072629999999999986 -0.08262499999999999 -0.049319999999999996 -1.0000000180025095e-35 0.093155000000000002 -0.082254999999999981 -0.087424999999999989 -0.085534999999999986 0.08610000000000001 -0.086394999999999986 -0.085474999999999982 -0.083699999999999983 -0.03497999999999999 -0.010655 0.088260000000000019 -0.15265499999999996 -0.088384999999999977 -0.086354999999999987 -0.086279999999999982 0.11639500000000001 -0.08347499999999998 0.087480000000000016 -0.069824999999999984 -0.082284999999999983 -0.55045999999999984 0.096540000000000015 -0.080289999999999986 -0.082879999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -5 9 -7 14 -10 -13 -14 -11 -16 17 -15 -19 -20 21 -21 -22 26 25 -25 -24 -27 29 -28
right_child=1 -3 3 5 -6 8 -8 -9 11 10 -12 12 13 16 15 -17 -18 18 19 20 22 -23 23 24 -26 27 28 -29 -30 -31
leaf_value=-1.9034348238991783e-07 -1.8874482282713178e-07 3.0467030398995126e-07 8.8355532135153686e-08 -8.3110630943007316e-08 -3.9658432651480253e-07 -5.0881833537630425e-07 -1.6488788099003125e-07 7.8596938521968698e-07 4.4509732708775121e-07 -4.2359674970222321e-07 4.303117081532876e-07 -3.9466392915225399e-07 4.109514581784879e-07 -2.6770967506214066e-07 -1.6726334261344771e-07 2.1876991011227944e-07 1.7430280250492446e-07 3.3240870999210971e-07 -2.5924350330280336e-07 6.0954240781699e-07 -4.7361981569338243e-07 -2.33173350941932e-07 4.1328159057301223e-07 -8.9541423151439675e-07 3.6362115119330114e-07 1.9112014586558112e-07 1.6346759608154572e-07 -3.3474881888650998e-07 2.4316248528021771e-09 -5.492792136716037e-07
leaf_weight=22 21 20 32 22 23 26 26 20 25 21 26 24 20 30 30 26 37 29 22 36 25 27 27 21 22 31 24 21 2356 29
leaf_count=22 21 20 32 22 23 26 26 20 25 21 26 24 20 30 30 26 37 29 22 36 25 27 27 21 22 31 24 21 2356 29
internal_value=0 1.34943e-09 -6.20829e-10 6.71063e-10 -1.14437e-07 2.77928e-09 1.41233e-07 3.30737e-07 -4.28517e-10 -7.95859e-08 2.8764e-08 3.21058e-09 -7.61792e-10 2.66717e-09 -1.06824e-07 1.19664e-08 -3.16273e-10 -2.7092e-09 2.68333e-10 -3.3788e-09 -1.22949e-09 2.48379e-07 -7.3818e-09 -2.77653e-09 -1.25358e-07 -2.72722e-07 2.00396e-09 -2.125e-08 -2.60563e-09 -2.26526e-07
internal_weight=0 3099 3079 3058 55 3003 68 42 2935 129 103 2806 2781 2757 77 56 2737 2700 2670 2641 2619 63 2556 2531 95 73 2436 52 2409 53
internal_count=3121 3099 3079 3058 55 3003 68 42 2935 129 103 2806 2781 2757 77 56 2737 2700 2670 2641 2619 63 2556 2531 95 73 2436 52 2409 53
is_linear=0
shrinkage=0.1


Tree=9419
num_leaves=31
num_cat=0
split_feature=1206 403 480 402 403 403 52 52 1209 1201 52 1210 15 2 4 1212 1212 1453 0 0 403 403 402 160 2 403 1210 1210 132 12
split_gain=7.17194e-11 9.70478e-11 3.01707e-10 6.99911e-10 3.80826e-10 2.7948e-10 2.51946e-10 4.39455e-10 6.55325e-10 2.13902e-10 1.44768e-10 3.36336e-10 2.41685e-10 3.16573e-10 1.6448e-10 1.13378e-10 5.27565e-10 4.3554e-10 1.82821e-10 4.11855e-10 3.74322e-10 2.96642e-10 4.974e-10 1.74199e-10 4.35893e-10 1.70826e-10 1.20409e-09 5.90409e-10 3.81703e-10 2.42737e-09
threshold=1.0000000180025095e-35 -0.090774999999999981 0.086995000000000017 0.10874500000000002 -0.55276999999999987 -0.092894999999999991 0.13140000000000004 0.10611000000000001 -0.079679999999999987 -0.081779999999999978 0.090245000000000006 -0.062539999999999984 0.093115000000000017 0.092755000000000018 -0.082594999999999988 0.087505000000000013 0.088215000000000016 -0.15270999999999998 -0.082284999999999983 -0.080604999999999996 -0.082599999999999993 -0.028309999999999998 -0.064959999999999976 -0.54913999999999985 0.092120000000000021 -0.0031149999999999997 -0.085329999999999975 -0.079504999999999978 -0.083284999999999984 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 -3 11 -10 13 14 -13 17 -17 -11 20 -20 -18 22 -21 24 -19 26 -25 -27 -28 -30
right_child=-2 9 -4 -5 5 -7 -8 -9 10 15 -12 12 -14 -15 -16 16 18 23 19 21 -22 -23 -24 25 -26 27 28 -29 29 -31
leaf_value=-3.7034716833452632e-07 -1.8876084993735277e-07 -3.0900751440917109e-07 -2.8659781582973669e-07 5.5251650604556545e-07 5.8070354579545642e-07 4.1250863885368614e-07 3.7609273086047783e-07 -4.1979060318391763e-07 -4.2110320066512944e-07 -4.7308890316344332e-07 2.3251989405969693e-07 -5.9099472832466075e-08 3.3002848020996252e-07 -3.169174678327357e-07 1.7773096967139994e-07 5.447781060887619e-07 -4.665824749714548e-07 5.3397271749133779e-07 5.010269763516817e-07 8.6132623599232337e-08 5.4789993679804639e-08 2.8210528591898768e-07 -5.3284400564734829e-07 -8.3265690136613552e-07 -1.1834188036291813e-07 5.4078310711247464e-07 1.4622263034739882e-07 -4.9655395821932475e-09 1.026563856300924e-07 -1.1306106535613482e-06
leaf_weight=22 20 23 25 28 21 21 20 22 20 20 23 69 21 31 51 21 21 20 20 37 40 25 20 20 21 20 81 2239 79 20
leaf_count=22 20 23 25 28 21 21 20 22 20 20 23 69 21 31 51 21 21 20 20 37 40 25 20 20 21 20 81 2239 79 20
internal_value=0 1.21537e-09 4.89847e-08 7.30235e-08 3.11986e-08 6.07438e-08 3.41716e-08 7.66607e-09 4.75137e-08 -5.33605e-09 -4.56527e-09 -3.29661e-08 1.21661e-08 -3.20399e-08 4.15535e-08 -2.75305e-09 7.30267e-08 -8.28617e-09 1.22489e-08 9.4149e-08 -1.24699e-07 -5.08952e-09 -1.31052e-07 -4.56775e-09 1.9986e-07 -7.97627e-09 -9.65573e-08 -1.33768e-10 -1.47685e-08 -1.46488e-07
internal_weight=0 3101 374 349 321 299 278 258 236 2727 215 192 172 151 120 2704 184 2520 163 102 61 82 57 2500 41 2459 200 2259 180 99
internal_count=3121 3101 374 349 321 299 278 258 236 2727 215 192 172 151 120 2704 184 2520 163 102 61 82 57 2500 41 2459 200 2259 180 99
is_linear=0
shrinkage=0.1


Tree=9420
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 3 16 399 130 403 1210 42 1212 1454 12 42 12 12 12 12 12 399 15 130 401 402 403 2 52 13 43
split_gain=7.24965e-11 4.14302e-10 2.41176e-10 2.2931e-10 9.90387e-11 1.01053e-10 1.91488e-10 1.66947e-10 7.4114e-11 7.48713e-10 9.37631e-10 6.08052e-10 2.63153e-10 4.11351e-10 8.61437e-10 4.80408e-10 3.92079e-10 4.72494e-10 3.14827e-10 6.3523e-10 3.87846e-10 2.92916e-10 2.71714e-10 3.08822e-10 5.23938e-10 2.82264e-10 4.13897e-10 2.71969e-10 5.03811e-10 3.91797e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.086769999999999986 -0.088159999999999988 0.086340000000000014 0.096505000000000021 -0.0047449999999999992 -0.064799999999999983 0.086665000000000006 -0.087764999999999996 0.078175000000000008 0.083985000000000018 0.085730000000000015 0.084595000000000017 0.085195000000000007 0.085955000000000018 0.086915000000000006 0.087505000000000013 -0.065739999999999979 0.086885000000000004 0.089120000000000019 1.0000000180025095e-35 -0.45015499999999992 -0.53255499999999989 0.090935000000000016 0.008405000000000001 -0.0090849999999999976 -0.0017249999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 -6 11 10 -10 -3 13 14 -13 -15 -17 -18 21 -20 -21 -19 23 24 -22 26 -26 -27 29 -29
right_child=1 8 -4 -5 5 6 -8 -9 9 -11 -12 12 -14 15 -16 16 17 18 19 20 22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-8.2393950254670256e-08 4.4677827981147512e-07 5.7437766088241925e-07 -3.476589744195735e-07 -3.3028067997791028e-07 -1.753207555562738e-07 3.4211432011131496e-09 3.5427623724818402e-07 1.9525633803141319e-07 5.9311760693958607e-08 5.1692793471940337e-10 -8.9740489277985396e-07 3.2472932787186439e-09 -3.1791124844522015e-07 -4.614577316304618e-07 7.5555606169631506e-07 4.0199393384909858e-07 -3.8822675416364894e-07 1.1895225640046193e-08 -5.2740174086548819e-07 4.2350419809498938e-07 -3.89701057453947e-07 5.4663084045257303e-07 -2.5271340360694993e-07 3.299390890964377e-07 -3.3147916050998342e-07 1.7014197325971848e-08 2.033875452288276e-07 7.8827881828774923e-07 -1.1572085305661382e-07 1.6983808066584062e-07
leaf_weight=62 21 20 25 21 31 35 28 20 20 2237 21 45 23 22 23 25 30 20 22 23 31 21 38 31 39 102 23 21 21 20
leaf_count=62 21 20 25 21 31 35 28 20 20 2237 21 45 23 22 23 25 30 20 22 23 31 21 38 31 39 102 23 21 21 20
internal_value=0 4.22051e-09 -5.50727e-08 -1.79424e-08 1.93252e-08 7.46461e-08 1.59357e-07 -2.99964e-08 9.91286e-10 -7.24447e-09 -4.30714e-07 3.22597e-08 1.3566e-08 2.72535e-08 2.57705e-07 -4.79282e-09 1.67203e-08 -5.0712e-09 2.28285e-08 -6.23132e-09 2.66218e-08 2.85784e-07 -1.37907e-09 3.17831e-08 -4.18124e-09 4.86998e-08 -1.33061e-07 1.17414e-07 2.82588e-07 4.866e-07
internal_weight=0 2899 222 197 176 114 63 51 2878 2278 41 600 580 557 68 489 467 442 412 371 349 41 326 288 257 226 62 164 62 41
internal_count=3121 2899 222 197 176 114 63 51 2878 2278 41 600 580 557 68 489 467 442 412 371 349 41 326 288 257 226 62 164 62 41
is_linear=0
shrinkage=0.1


Tree=9421
num_leaves=31
num_cat=0
split_feature=484 484 158 52 158 158 484 1211 50 4 4 4 1 121 33 43 43 42 133 133 133 4 42 16 12 12 12 16 52 16
split_gain=7.15883e-11 9.20961e-11 1.09176e-10 2.70915e-10 1.283e-10 1.25796e-10 1.43268e-10 8.58439e-11 3.12276e-10 2.22122e-10 3.36958e-10 1.9222e-10 8.75082e-11 2.26127e-10 1.18759e-10 1.07589e-10 4.04796e-10 7.05237e-10 2.98386e-10 7.71687e-10 7.5141e-10 3.97284e-10 3.76669e-10 3.4932e-10 3.47992e-10 3.38333e-10 4.9221e-10 3.36136e-10 3.35333e-10 3.07833e-10
threshold=-0.52850499999999989 -0.48714499999999994 0.12212000000000002 0.008405000000000001 0.11651000000000002 0.11054500000000002 -0.23687999999999995 0.09030500000000001 0.096900000000000014 -0.079329999999999984 -0.07533999999999999 -0.082349999999999993 0.16540500000000002 -0.11996 -0.044254999999999996 -0.086304999999999979 -0.084999999999999978 0.083715000000000026 0.089595000000000022 0.093255000000000018 0.088035000000000016 0.042705000000000007 0.084435000000000024 -0.0057949999999999989 0.10589000000000003 0.090345000000000023 0.084290000000000018 -0.25582999999999995 -0.015539999999999998 0.0047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 12 9 11 -11 -9 13 -8 -15 18 17 -17 20 -20 21 22 25 -24 -21 26 28 -23 -16 -25
right_child=1 2 3 -5 -6 -7 7 8 -10 10 -12 -13 -14 14 15 16 -18 -19 19 24 -22 27 23 29 -26 -27 -28 -29 -30 -31
leaf_value=-1.8858283354461494e-07 1.8175907374740065e-07 2.2723497668916287e-07 -3.4506633705506895e-07 1.2655469737139702e-07 2.1901028375210715e-07 -2.03701976412655e-07 -3.3228309233447277e-07 -4.1923558900753448e-08 3.8213048351617886e-07 -4.0722441053731019e-07 8.6211738353232519e-08 3.6691341165351332e-07 1.8255242264331173e-07 2.3400871863746683e-07 -9.128844148428336e-08 -5.9465491755172914e-07 -7.401640377348014e-09 6.9252358092519733e-08 -5.003596873407065e-07 8.6898997416803346e-08 6.660168388688839e-07 -9.528024272698626e-10 5.859148261038172e-07 -1.8069909003770591e-07 -3.2634906380242988e-07 1.712702925734296e-07 -3.7721854367188643e-07 -4.8296384528735752e-07 3.3516260821946685e-07 2.8771618105488324e-07
leaf_weight=20 28 28 29 21 27 30 21 23 27 25 31 23 25 21 54 32 2099 32 34 135 21 39 25 20 24 90 39 23 28 47
leaf_count=20 28 28 29 21 27 30 21 23 27 25 31 23 25 21 54 32 2099 32 34 135 21 39 25 20 24 90 39 23 28 47
internal_value=0 1.21969e-09 -4.25316e-10 -1.46986e-07 1.99877e-09 4.30575e-11 2.10386e-09 -4.17017e-11 7.97228e-08 -3.26272e-10 -1.34072e-07 1.62495e-07 -3.70479e-09 -5.37736e-09 -2.89274e-09 -4.70708e-09 -1.49556e-08 -2.62701e-07 3.35788e-08 -6.79443e-08 8.43403e-08 5.0874e-08 9.80671e-08 2.66919e-07 2.45219e-08 2.44445e-08 -8.47648e-08 -1.79763e-07 5.4329e-08 1.47891e-07
internal_weight=0 3101 3073 50 3023 2996 2966 2938 129 102 56 46 2809 2784 2763 2742 2163 64 579 193 386 365 303 92 159 211 121 62 82 67
internal_count=3121 3101 3073 50 3023 2996 2966 2938 129 102 56 46 2809 2784 2763 2742 2163 64 579 193 386 365 303 92 159 211 121 62 82 67
is_linear=0
shrinkage=0.1


Tree=9422
num_leaves=31
num_cat=0
split_feature=46 96 34 34 34 9 3 10 4 2 45 1426 156 15 49 150 15 147 457 4 457 0 151 16 48 4 43 43 49 1455
split_gain=7.3306e-11 7.36481e-11 8.30383e-11 1.4177e-10 1.08628e-10 9.42983e-11 4.47294e-10 2.35903e-10 1.70288e-09 1.5464e-10 9.54753e-11 8.87892e-11 1.07405e-10 8.1506e-11 1.14025e-10 8.37567e-11 3.47232e-10 2.82224e-10 1.45527e-10 8.67497e-10 2.85338e-10 1.20564e-10 1.86014e-10 3.89304e-10 2.49118e-10 1.1649e-10 1.05843e-10 5.38883e-10 5.01632e-10 7.25923e-10
threshold=0.10987500000000001 0.087370000000000017 -0.097449999999999981 -0.084564999999999987 -0.05547499999999999 0.091600000000000015 -0.13309499999999996 -0.0093599999999999985 0.053180000000000012 -0.0091949999999999983 0.083445000000000005 -0.094284999999999994 0.15965000000000004 0.17980000000000004 -0.16230499999999995 0.12765500000000005 -0.026084999999999994 0.097985000000000017 0.10613500000000002 1.0000000180025095e-35 0.094845000000000013 -0.15599999999999997 -0.0038099999999999996 -0.08947999999999999 0.090085000000000012 0.10924000000000002 -0.082389999999999977 -0.083134999999999987 0.11042000000000002 0.091225000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 8 -6 -9 11 -11 13 14 -13 17 -17 18 20 -20 21 22 24 25 -16 -24 27 28 29 -23
right_child=-2 -3 3 4 5 6 -8 9 -10 10 -12 12 -14 -15 15 16 -18 -19 19 -21 -22 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.6591309927112738e-07 1.8189748974929321e-07 -1.4552765795221896e-07 -2.3378596683169936e-07 2.2212503610190157e-07 -2.4434793554443484e-07 2.1701167042920131e-07 -4.0693653705008929e-07 -2.2491836976116481e-07 8.2997673621321163e-07 2.0144018797261445e-07 -1.9896901095606268e-07 -2.2718486330962732e-07 -2.1088076825511359e-07 1.4702746231726476e-07 1.1011084477424425e-07 4.0264460755186822e-07 -1.2987068032543902e-07 -3.2265006045353977e-07 -2.0941094224833878e-07 6.5473389960451259e-07 -3.594613557114909e-07 -3.5593284173131481e-08 -1.2719915169465978e-07 5.2434307207249731e-07 -3.0686611713517581e-07 1.4944949032585303e-07 -1.6044893681506134e-08 4.68434145912195e-07 3.4200325558231273e-07 5.0484369685713882e-07
leaf_weight=30 22 35 26 22 36 20 27 31 25 22 24 22 24 38 38 24 25 27 26 21 22 564 23 24 23 45 1759 27 43 26
leaf_count=30 22 35 26 22 36 20 27 31 25 22 24 22 24 38 38 24 25 27 26 21 22 564 23 24 23 45 1759 27 43 26
internal_value=0 -1.28945e-09 3.5818e-10 -1.27882e-09 7.30886e-10 -9.00283e-10 -1.41427e-07 1.34699e-09 1.95949e-07 -2.77765e-09 -3.58839e-10 1.32966e-09 -2.42072e-10 1.57836e-09 -4.39557e-10 1.39644e-09 1.30953e-07 -9.82978e-10 2.30555e-09 1.76696e-07 -8.54187e-10 2.21322e-09 8.83018e-08 1.78086e-07 -4.711e-08 5.58772e-08 -3.23182e-09 3.09169e-08 1.22551e-08 -1.17774e-08
internal_weight=0 3099 3064 3034 3008 2986 47 2939 61 2878 2847 2823 2801 2777 2739 2717 49 2668 2641 47 2594 2572 153 92 61 68 2419 660 633 590
internal_count=3121 3099 3064 3034 3008 2986 47 2939 61 2878 2847 2823 2801 2777 2739 2717 49 2668 2641 47 2594 2572 153 92 61 68 2419 660 633 590
is_linear=0
shrinkage=0.1


Tree=9423
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 12 132 15 403 1210 42 1212 480 402 1447 12 403 12 12 12 399 3 3 16 1210 1210 2 42 133 43 133
split_gain=7.29711e-11 1.95236e-09 1.17174e-09 3.61668e-10 8.70522e-11 9.86613e-11 1.1187e-10 7.878e-11 5.94447e-10 7.71953e-10 4.71933e-10 2.67578e-10 6.34497e-10 2.25238e-10 2.4353e-10 3.59817e-10 3.35314e-10 4.75029e-10 4.8337e-10 3.34728e-10 2.74937e-10 3.4783e-10 1.8218e-10 5.74043e-10 4.69381e-10 7.35353e-10 5.32192e-10 3.70854e-10 2.88052e-10 2.14397e-10
threshold=-0.083284999999999984 0.10450500000000001 -0.083264999999999992 0.089480000000000018 0.11527000000000001 -0.44750499999999993 0.090750000000000011 -0.0047449999999999992 -0.064799999999999983 0.086665000000000006 -0.087764999999999996 0.086995000000000017 0.10874500000000002 -0.084549999999999986 0.085055000000000006 -0.08670499999999999 0.085955000000000018 0.086915000000000006 0.087505000000000013 -0.065739999999999979 -0.07359499999999998 -0.077104999999999993 -0.080344999999999986 -0.0087899999999999975 -0.00046999999999999993 0.087675000000000017 0.091295000000000015 0.42433500000000007 -0.043144999999999996 -0.0023199999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -7 10 9 -9 -4 12 13 -12 15 -15 -16 -18 -19 -20 21 22 23 -21 25 -24 28 -28 -26 -25
right_child=2 -3 7 -5 -6 6 -8 8 -10 -11 11 -13 -14 14 16 -17 17 18 19 20 -22 -23 24 29 26 -27 27 -29 -30 -31
leaf_value=-2.1081105736040785e-07 -7.3123748258942873e-07 9.9747668599547971e-07 5.1114348060821162e-07 -4.4231402359429243e-07 1.9734520773930683e-07 -2.4710114385955066e-08 2.3153702457534565e-07 6.0141975843919226e-08 -2.4223204168676146e-10 -8.079441168244254e-07 -2.8869134894193853e-07 -2.8450190556433037e-07 4.3829830723830637e-07 4.3105746210565192e-08 -3.0334010369238566e-07 5.1288767990528243e-07 3.5637776019595207e-07 -4.7423474634136009e-07 3.7787459570668237e-07 -4.7548064813899174e-07 -2.6928303494412974e-07 3.9912155965670203e-07 -8.0465008807095743e-08 -1.3257704961889572e-07 -7.9764378568825128e-08 7.7706209367534029e-07 -6.3816888655310329e-07 -2.9190839399007021e-08 4.1547424799496784e-07 1.9900574373128875e-07
leaf_weight=23 22 20 20 20 21 115 20 20 2237 21 25 28 36 56 36 23 37 22 23 31 38 22 20 39 24 20 20 20 23 39
leaf_count=23 22 20 20 20 21 115 20 20 2237 21 25 28 36 56 36 23 37 22 23 31 38 22 20 39 24 20 20 20 23 39
internal_value=0 5.56526e-08 -4.20942e-09 -3.90031e-08 6.05962e-09 -1.93644e-08 1.32524e-08 1.34426e-09 -7.15797e-09 -3.84487e-07 3.35172e-08 1.71039e-08 3.23475e-08 4.13472e-09 1.89839e-08 1.79878e-07 -1.1718e-08 1.60555e-08 -2.0871e-08 1.03955e-08 -1.81586e-08 1.88287e-08 -1.66223e-08 -1.1146e-07 6.47741e-08 3.48299e-07 -6.5582e-08 -3.3368e-07 1.62586e-07 3.32143e-08
internal_weight=0 219 2902 199 179 158 135 2880 2278 41 602 582 554 518 493 79 414 378 341 319 296 258 236 109 127 40 87 40 47 78
internal_count=3121 219 2902 199 179 158 135 2880 2278 41 602 582 554 518 493 79 414 378 341 319 296 258 236 109 127 40 87 40 47 78
is_linear=0
shrinkage=0.1


Tree=9424
num_leaves=31
num_cat=0
split_feature=1186 12 0 15 1204 132 1203 1204 1 130 394 132 130 130 42 1177 130 1213 1212 1213 1210 43 4 401 403 43 402 16 401 1212
split_gain=7.46442e-11 2.43991e-10 2.79069e-10 1.80375e-10 1.28472e-10 4.22686e-10 3.63237e-09 2.43791e-09 3.31531e-10 1.70463e-10 1.15211e-10 1.04286e-10 1.58651e-10 1.52562e-10 3.3376e-10 8.50348e-11 1.28195e-10 1.01926e-10 1.08161e-09 9.87237e-10 5.71767e-10 3.59618e-10 7.58651e-10 3.78791e-10 2.08144e-10 2.88715e-10 1.7838e-10 8.84872e-10 3.10209e-10 1.27737e-10
threshold=-0.0046349999999999994 0.093965000000000007 -0.083804999999999977 0.084510000000000016 -0.082274999999999987 -0.083284999999999984 0.087520000000000014 -0.079429999999999987 0.077565000000000009 0.08610000000000001 0.090335000000000013 -0.41127499999999995 0.115025 0.096010000000000012 -0.074124999999999983 -0.078779999999999989 0.11819 -0.085284999999999986 -0.089079999999999979 -0.087969999999999979 -0.091799999999999979 -0.0047449999999999992 -0.080924999999999983 0.10022000000000002 0.072365000000000027 0.0034250000000000005 0.10708500000000001 -0.080954999999999985 0.10328000000000002 -0.063924999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 11 -7 9 -2 15 12 -6 14 -13 -9 17 19 -19 20 -17 23 -23 -22 -24 -26 28 -28 29 -20
right_child=4 -3 -4 -5 5 7 -8 10 -10 -11 -12 13 -14 -15 -16 16 -18 18 26 -21 21 22 24 -25 25 -27 27 -29 -30 -31
leaf_value=-8.9761158506007632e-09 1.485237200297847e-07 3.4810561784909695e-07 -2.0641375088486645e-07 3.236944531843327e-07 2.0378177794100339e-07 -1.1083909301135009e-06 1.4171800228268694e-06 1.9373536795021873e-07 -4.4873938125162925e-07 -2.0173559122464251e-07 2.3881546354687091e-07 4.9976175375832102e-08 -1.5525052550202646e-07 7.1039153908714063e-08 -5.2082472758267319e-07 -5.3298139849999867e-07 -1.938048324794701e-07 -6.6128413277510848e-07 2.1534452930314665e-07 5.5900994733051717e-07 6.8107100474890102e-08 6.4929876965417567e-07 -2.7838941861091373e-07 -4.0195835893541703e-07 -1.6141598763397272e-07 3.6355234762843549e-07 6.8700820856108867e-07 -1.433593779714129e-07 -3.9641386440081305e-07 -3.4163595546867349e-09
leaf_weight=39 33 26 39 28 32 20 20 22 23 24 20 20 20 25 21 20 35 25 27 34 40 24 20 30 20 22 21 33 20 2338
leaf_count=39 33 26 39 28 32 20 20 22 23 24 20 20 20 25 21 20 35 25 27 34 40 24 20 30 20 22 21 33 20 2338
internal_value=0 7.35908e-08 6.25698e-09 1.3005e-07 -3.25053e-09 1.87533e-10 1.70998e-07 -8.31911e-09 -1.28267e-07 1.04612e-09 -3.21497e-10 -4.02187e-08 6.56924e-08 -1.23664e-07 -2.42385e-07 -2.07277e-09 -3.66295e-09 -1.17418e-09 -6.87387e-09 6.57022e-08 -2.95959e-08 3.49407e-08 1.71921e-07 -1.3335e-07 -1.28703e-08 1.13567e-07 -1.66097e-10 1.79561e-07 -4.2354e-09 -9.18878e-10
internal_weight=0 132 106 67 2989 2909 138 2771 80 57 2751 118 52 66 41 2731 2709 2674 2464 210 176 156 86 70 62 42 2439 54 2385 2365
internal_count=3121 132 106 67 2989 2909 138 2771 80 57 2751 118 52 66 41 2731 2709 2674 2464 210 176 156 86 70 62 42 2439 54 2385 2365
is_linear=0
shrinkage=0.1


Tree=9425
num_leaves=31
num_cat=0
split_feature=132 1185 1203 43 133 52 43 1 13 133 147 147 147 33 484 475 49 151 48 3 483 156 156 4 52 484 16 39 9 15
split_gain=9.5746e-11 4.4424e-10 3.22307e-10 7.98015e-11 1.7552e-10 2.3338e-10 1.67726e-10 3.01514e-10 5.22635e-10 1.34091e-10 1.31994e-10 4.34312e-10 2.15545e-10 1.30344e-10 1.19221e-10 8.357e-10 3.74918e-10 3.33138e-10 3.10391e-10 2.9492e-10 4.46129e-10 3.51868e-10 7.30844e-10 2.8955e-10 4.2855e-10 7.09672e-10 2.60682e-10 2.30586e-10 5.04155e-10 4.3007e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.16180500000000003 -0.27466499999999994 0.091820000000000013 0.084740000000000024 0.10887500000000001 -0.06884499999999999 -0.52400999999999998 0.099230000000000013 0.11204500000000002 0.093875000000000014 0.085305000000000006 0.085790000000000019 -0.085774999999999976 0.11042000000000002 -0.27559499999999998 0.10911000000000001 -0.086769999999999986 1.0000000180025095e-35 0.093155000000000002 0.087575000000000014 -0.011209999999999999 0.12445000000000002 0.097530000000000019 0.033715000000000009 -1.0000000180025095e-35 0.092235000000000011 -0.093959999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 9 10 8 -8 -5 12 -12 13 14 17 -16 19 18 -3 20 -17 22 23 26 25 -25 -21 29 -29 -19
right_child=1 3 -4 4 -6 -7 7 -9 -10 -11 11 -13 -14 -15 15 16 -18 27 -20 21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-1.8460406298077153e-08 4.6311355552981175e-07 5.6402842046411803e-07 -3.8710842807808552e-07 2.9936779544215142e-07 3.3712820152490255e-07 -2.31262561757061e-07 -5.545272905749244e-07 9.6121007704397248e-08 -4.4357534534356094e-09 9.0597718595501383e-09 5.0367691691073041e-07 -1.2532741198457564e-07 -2.9807865947380687e-07 -1.9151133302465405e-07 -5.7444568020465731e-07 -1.8031356150883864e-08 3.4668600899274386e-07 -5.7706278727456939e-08 1.3573651429510394e-08 3.8433203597092133e-07 -5.760383266345779e-07 -3.2936903977542902e-07 6.5115982263108661e-07 -7.6531787527756025e-07 2.0537622912219047e-07 7.7102275497509264e-08 -7.9392369979235483e-08 8.4124109438248045e-09 -4.5244090228398668e-07 5.7634594696764907e-07
leaf_weight=195 21 21 27 26 22 26 31 40 39 41 21 23 24 34 28 38 28 23 20 27 23 23 20 20 22 20 22 2172 24 20
leaf_count=195 21 21 27 26 22 26 31 40 39 41 21 23 24 34 28 38 28 23 20 27 23 23 20 20 22 20 22 2172 24 20
internal_value=0 4.84473e-09 -6.3296e-08 1.50087e-09 8.31218e-08 2.30343e-08 -1.89631e-09 -1.22895e-07 -2.48048e-07 1.21717e-07 3.12062e-09 1.74879e-07 2.23959e-10 2.9935e-09 5.58588e-09 -5.71193e-08 2.49029e-09 1.3039e-08 2.95514e-07 -4.23352e-08 -2.28427e-07 3.13767e-08 9.47137e-08 -5.54687e-09 -1.4913e-07 -3.44108e-07 1.76129e-07 7.86639e-09 3.37576e-09 2.37202e-07
internal_weight=0 2899 222 2878 115 93 2763 110 70 67 2653 44 2609 2585 2551 271 243 2280 41 215 61 154 131 111 62 40 49 2239 2196 43
internal_count=3121 2899 222 2878 115 93 2763 110 70 67 2653 44 2609 2585 2551 271 243 2280 41 215 61 154 131 111 62 40 49 2239 2196 43
is_linear=0
shrinkage=0.1


Tree=9426
num_leaves=31
num_cat=0
split_feature=132 1185 1203 52 0 130 0 403 403 1429 156 1429 49 49 49 133 475 15 3 157 156 1 481 133 133 43 4 48 159 12
split_gain=7.7561e-11 3.5983e-10 2.61068e-10 7.86012e-11 1.9585e-10 1.69448e-10 1.4886e-10 1.1158e-10 1.49653e-10 7.23439e-11 1.63681e-10 7.97368e-11 7.73043e-11 3.03342e-10 5.57249e-10 5.11233e-10 2.60969e-10 6.33245e-10 3.25663e-10 5.58568e-10 5.18245e-10 4.89388e-10 4.55512e-10 2.19994e-10 8.20905e-10 7.4804e-10 6.76128e-10 3.04782e-10 1.99288e-10 5.00861e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.089575000000000016 -0.073309999999999986 0.096505000000000021 -0.098289999999999975 -0.020569999999999995 -0.08231999999999999 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.088930000000000009 0.08610000000000001 0.084945000000000007 0.085520000000000013 -0.086279999999999982 -0.026084999999999994 0.10299500000000002 -0.079969999999999986 -0.065739999999999979 0.11654500000000001 -0.0082899999999999988 0.089595000000000022 0.086695000000000008 -0.095049999999999982 0.056795000000000005 0.10396500000000002 0.084250000000000005 0.087215000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 -1 8 -8 -3 11 -11 13 14 -13 -15 -14 18 19 -18 -21 -20 -22 24 27 -25 -27 28 29 -24
right_child=1 9 -4 4 -6 -7 7 -9 -10 10 -12 12 16 15 -16 -17 17 -19 21 20 22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-2.7870128391782602e-07 4.1680257795849772e-07 -1.8817373426571748e-07 -3.4839759355994227e-07 -2.9314946318996933e-07 1.0784471031332118e-07 2.5193844078986471e-07 4.4655882387097142e-08 1.8946217171641628e-07 -2.7809819535207226e-07 -1.934655912128576e-07 2.8775457394658588e-07 8.5417803608479393e-09 -3.5692667523790081e-07 5.1541774875355871e-07 -5.2159411207952648e-07 -1.278980793780907e-07 -5.3784632001452339e-07 4.0258995473626174e-07 5.4949780744231073e-07 4.3710287116027759e-07 -4.8846250015034145e-07 -4.9272312179045209e-08 -5.7618387969611196e-07 -6.5081209821293839e-07 5.9215810307736405e-07 -2.9935246391943338e-07 2.8968109118472129e-07 2.45435403172678e-07 6.5006986083027132e-08 -3.3609743749460233e-08
leaf_weight=20 21 20 27 29 21 26 51 28 20 21 20 2303 24 30 20 21 26 33 21 20 26 39 27 24 22 40 38 25 32 46
leaf_count=20 21 20 27 29 21 26 51 28 20 21 20 2303 24 30 20 21 26 33 21 20 26 39 27 24 22 40 38 25 32 46
internal_value=0 4.36294e-09 -5.69664e-08 -1.66143e-08 -1.24732e-07 2.06676e-08 -2.98622e-08 2.04084e-08 -4.62608e-08 1.35348e-09 2.67977e-09 6.70786e-10 2.11802e-09 9.27401e-09 3.97755e-09 2.50523e-07 -3.62303e-08 -1.78611e-08 -5.38064e-08 -9.3212e-08 -5.4677e-08 1.60297e-07 -8.98041e-08 -4.89966e-08 2.72406e-08 -1.62605e-07 -1.23874e-08 -6.83608e-08 -1.43074e-07 -2.34288e-07
internal_weight=0 2899 222 195 50 145 119 99 71 2878 2858 2838 2817 2374 2323 51 443 419 386 326 300 60 280 254 152 102 78 130 105 73
internal_count=3121 2899 222 195 50 145 119 99 71 2878 2858 2838 2817 2374 2323 51 443 419 386 326 300 60 280 254 152 102 78 130 105 73
is_linear=0
shrinkage=0.1


Tree=9427
num_leaves=31
num_cat=0
split_feature=401 401 1211 1211 402 1210 1200 1203 132 401 1210 3 13 2 43 4 4 52 402 4 403 131 482 483 42 483 483 42 15 2
split_gain=7.6009e-11 1.58081e-10 1.67278e-10 4.40683e-10 8.73423e-11 1.29838e-10 1.10223e-10 1.48904e-10 2.511e-09 1.10027e-10 1.28822e-10 8.29849e-10 1.71771e-09 9.11004e-10 9.23958e-10 5.20941e-10 6.45544e-10 9.55011e-10 1.7232e-10 5.80262e-10 1.30351e-10 9.09855e-11 1.25877e-10 1.57518e-10 4.57969e-10 1.01641e-10 2.23137e-10 3.70751e-10 1.09144e-10 5.56814e-10
threshold=-0.47313999999999995 -0.46360499999999999 0.11301500000000002 0.11986000000000001 -0.45015499999999992 0.24726500000000004 0.090100000000000013 0.088820000000000024 -0.083284999999999984 -0.099524999999999988 -0.00046999999999999993 -0.078724999999999976 -0.089109999999999981 0.090935000000000016 -0.0064299999999999991 -0.086849999999999997 -0.081114999999999979 0.085175000000000015 -0.024724999999999997 -0.069389999999999993 -0.52445499999999989 0.11863000000000001 0.12191 0.11494000000000001 0.093655000000000002 0.10601000000000001 0.10143000000000001 0.22070000000000004 0.12044500000000001 0.093320000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 7 9 -9 -6 11 12 -11 14 15 -14 17 -17 19 -12 -20 22 23 25 -25 26 27 28 -22 -30
right_child=1 2 3 -5 5 -7 -8 8 -10 10 18 -13 13 -15 -16 16 -18 -19 20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=1.9432432111443633e-07 -2.6244220246271854e-07 -1.6403278330516737e-07 5.1531570748734758e-07 -9.2799473760097646e-08 -1.9835498325753473e-07 2.3120728436983506e-07 2.3164567139133399e-07 5.2495828507896182e-07 -9.5410026468491868e-07 -7.0683496877184856e-07 -5.1477151030380978e-07 4.99577767823062e-07 2.0548149130287417e-07 7.4893608413617597e-07 5.5374966442050881e-07 2.4650926531778951e-08 1.2303953769395743e-07 -8.8203465818008463e-07 2.056712094145041e-07 1.1933688141760235e-07 -7.4458129621706724e-09 -1.77121623252674e-07 2.3093560628240086e-07 4.3241988360402203e-08 -5.5358152366125065e-07 1.8581218307449022e-07 -2.7824089395106309e-07 4.1915129740811523e-07 5.0849201352320962e-07 -3.382911652002244e-08
leaf_weight=20 23 33 22 26 28 24 20 24 22 30 27 38 38 20 27 21 29 26 30 31 2271 30 23 36 20 29 29 21 25 78
leaf_count=20 23 33 22 26 28 24 20 24 22 30 27 38 38 20 27 21 29 26 30 31 2271 30 23 36 20 29 29 21 25 78
internal_value=0 -1.25077e-09 7.00953e-10 1.8592e-07 -2.23321e-09 -4.51633e-10 -2.32174e-09 -3.90634e-09 -1.82418e-07 -1.08161e-09 8.36997e-10 7.27951e-08 -1.21145e-08 1.17336e-07 2.77479e-08 -9.68315e-08 -2.47988e-07 -4.7692e-07 -5.38127e-09 -1.75852e-07 -1.56674e-09 -3.99341e-09 -1.94213e-09 -4.07692e-09 -1.69909e-07 -2.911e-10 -2.51758e-09 8.21029e-10 -2.87945e-09 9.78022e-08
internal_weight=0 3101 3078 48 3030 2997 2973 2953 46 2907 2879 229 191 161 141 114 76 47 2650 58 2592 2562 2532 2509 56 2453 2424 2395 2374 103
internal_count=3121 3101 3078 48 3030 2997 2973 2953 46 2907 2879 229 191 161 141 114 76 47 2650 58 2592 2562 2532 2509 56 2453 2424 2395 2374 103
is_linear=0
shrinkage=0.1


Tree=9428
num_leaves=31
num_cat=0
split_feature=132 132 1203 9 12 33 9 34 11 41 41 12 42 45 45 1428 16 402 132 16 160 16 13 403 49 15 52 1212 16 402
split_gain=7.74672e-11 3.49007e-10 2.779e-10 7.72142e-11 1.94413e-10 1.47282e-10 1.39931e-10 8.49837e-11 2.58945e-10 9.12713e-11 1.68712e-10 1.55776e-10 2.23161e-10 9.7349e-11 9.715e-11 9.42316e-11 1.00983e-10 5.97256e-10 4.27535e-10 2.22725e-10 6.91617e-10 6.42386e-10 1.10688e-09 4.48949e-10 6.46406e-10 7.87355e-10 5.26073e-10 3.61134e-10 2.25356e-09 1.07439e-09
threshold=-0.083174999999999985 -0.050879999999999988 0.088820000000000024 0.092890000000000014 -0.010834999999999999 -0.009184999999999997 0.085555000000000006 -0.08786999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.078475000000000017 0.089085000000000011 0.086555000000000007 0.084355000000000013 0.116775 -0.071779999999999997 -0.14771999999999999 0.095140000000000016 0.097095000000000015 -0.095094999999999985 -0.41706499999999996 -0.092484999999999984 -0.091559999999999989 -0.014954999999999998 0.084620000000000015 -0.094549999999999981 0.061605000000000007 -0.089544999999999986 -0.087874999999999981 0.23460000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -3 7 -7 -9 13 -11 12 -12 15 -15 -10 17 18 -17 20 -18 22 -21 -22 25 -25 -27 28 -23 -29
right_child=1 3 -4 4 -6 6 -8 8 9 10 11 -13 -14 14 -16 16 19 -19 -20 21 23 27 -24 24 -26 26 -28 29 -30 -31
leaf_value=-1.443016369213715e-08 3.6220836281902141e-07 -2.2928613430752067e-07 -3.514389829309802e-07 3.5315772872005862e-07 -6.3475699185744358e-08 2.0456283850833756e-07 2.4684782394378212e-07 -3.6083430160260832e-07 -1.7141487035550707e-07 3.2297338776743349e-07 -3.3919252885539212e-07 2.1393802769627732e-07 6.3671057275045809e-08 2.9953065445096984e-07 -4.6466553948491872e-09 -4.9214179664589866e-08 -3.831281356762399e-07 -5.572288562854572e-07 3.9665705680422631e-07 1.4711818246062401e-07 -1.2835819229863001e-07 1.0337906118706998e-06 -8.2544333463374649e-07 9.2963113805429517e-07 -5.8892871616459765e-08 -1.0706785431580102e-07 5.2586304583467707e-07 2.2833067681063792e-09 -7.774301776844607e-08 -7.0073957555326742e-07
leaf_weight=194 27 28 28 21 24 20 23 20 34 24 20 30 44 21 21 331 24 22 23 22 33 24 25 24 36 24 29 1827 76 22
leaf_count=194 27 28 28 21 24 20 23 20 34 24 20 30 44 21 21 331 24 22 23 22 33 24 25 24 36 24 29 1827 76 22
internal_value=0 4.35642e-09 -5.69358e-08 9.92213e-10 1.30953e-07 -1.0765e-09 1.20641e-09 -8.288e-10 -2.31931e-09 3.01419e-10 8.6332e-08 2.59129e-08 -6.22238e-08 -3.5762e-09 1.47442e-07 -6.03846e-09 -3.8265e-09 -5.16644e-08 -2.02451e-08 4.47778e-09 1.14356e-07 -4.88058e-09 -3.70202e-07 1.96134e-07 2.90897e-07 4.54436e-07 2.39253e-07 3.92911e-09 1.89025e-07 -6.08149e-09
internal_weight=0 2899 222 2872 45 2827 2799 2776 2756 2736 118 94 64 2618 42 2576 2542 376 354 2166 170 1996 47 146 113 77 53 1949 100 1849
internal_count=3121 2899 222 2872 45 2827 2799 2776 2756 2736 118 94 64 2618 42 2576 2542 376 354 2166 170 1996 47 146 113 77 53 1949 100 1849
is_linear=0
shrinkage=0.1


Tree=9429
num_leaves=31
num_cat=0
split_feature=130 121 9 3 9 41 41 10 51 34 10 4 1132 376 151 42 42 49 42 16 48 2 160 4 151 150 1373 52 1375 150
split_gain=7.9226e-11 2.33551e-10 1.2753e-10 2.42143e-10 1.50521e-10 1.54051e-10 2.64842e-10 9.50403e-11 4.36146e-10 1.07905e-10 1.14729e-10 1.04285e-10 9.67727e-11 1.33119e-10 1.13456e-10 4.89167e-10 1.17211e-09 9.65706e-10 7.09203e-10 5.55334e-10 1.88399e-10 3.96344e-10 2.1517e-10 2.33692e-10 1.78594e-10 1.33949e-10 1.2746e-10 5.59494e-10 3.6676e-10 1.48641e-10
threshold=-0.23647499999999996 -0.088279999999999983 0.092890000000000014 -0.014944999999999998 0.088235000000000022 0.086565000000000017 0.090905000000000014 -0.086389999999999981 0.087305000000000008 -0.08786999999999999 -0.010699999999999999 0.62736500000000006 0.048480000000000009 -1.0000000180025095e-35 -0.085134999999999975 0.083715000000000026 0.083995000000000014 0.11236 0.082250000000000004 -0.008069999999999999 0.10891500000000001 0.10644500000000001 0.085130000000000011 -0.011559999999999999 -0.083919999999999981 -0.091259999999999994 1.0000000180025095e-35 -0.023194999999999997 -0.096099999999999977 0.12765500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 7 -7 8 -3 -9 -11 12 13 -12 15 18 -17 19 20 -18 21 22 23 -15 -16 -26 28 -28 -27 -30
right_child=1 2 3 -5 -6 6 -8 9 -10 10 11 -13 -14 14 24 16 17 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-1.9838953107864654e-07 3.056944335071421e-07 -3.6851201867804662e-07 -4.1722317962904321e-08 4.1482829436474623e-07 -2.387856659003807e-07 4.4839604711910403e-07 3.511146310895287e-08 2.0370564220684175e-07 2.2677681315030896e-07 -2.2267585008487838e-07 -2.5747947372930674e-07 1.9248015544224863e-07 2.0390141738279126e-07 4.0994605959013192e-08 -2.582198763532468e-07 7.8685803165020245e-07 5.1107792552252746e-07 -4.2910373233932361e-07 -5.8847716621295894e-07 -7.9196629749438733e-08 -2.4880492231562001e-07 4.5750270650689695e-07 1.9918475906877123e-07 -3.6911172607290155e-07 -2.1858866531943021e-07 -3.5066521422227347e-07 5.4504365493812661e-07 -2.0294976877721637e-07 -7.2563896935970065e-09 2.2055785040783093e-07
leaf_weight=20 25 32 26 21 27 20 69 25 20 24 21 27 22 33 29 27 37 30 22 28 21 22 30 24 30 31 20 20 2309 29
leaf_count=20 25 32 26 21 27 20 69 25 20 24 21 27 22 33 29 27 37 30 22 28 21 22 30 24 30 31 20 20 2309 29
internal_value=0 1.28147e-09 -1.19263e-09 1.62268e-07 -3.729e-09 -1.6149e-09 1.27984e-07 -5.57451e-09 -1.39555e-07 -3.13935e-09 -4.96274e-09 -3.10459e-09 -5.00074e-09 -6.6641e-09 -4.74319e-09 5.63057e-08 2.05446e-07 4.02028e-08 -6.33991e-08 2.56806e-07 2.54603e-08 7.83004e-08 -1.75898e-08 -1.31682e-07 -1.15209e-08 -8.58763e-09 -5.97242e-09 1.71047e-07 -8.96135e-09 -4.43064e-09
internal_weight=0 3101 3076 47 3029 3002 89 2913 52 2861 2836 2812 2785 2763 2742 274 122 95 152 65 130 109 87 57 2468 2439 2409 40 2369 2338
internal_count=3121 3101 3076 47 3029 3002 89 2913 52 2861 2836 2812 2785 2763 2742 274 122 95 152 65 130 109 87 57 2468 2439 2409 40 2369 2338
is_linear=0
shrinkage=0.1


Tree=9430
num_leaves=31
num_cat=0
split_feature=472 1429 474 156 160 156 156 484 475 156 1371 151 46 156 3 12 2 15 47 47 47 1 120 1 33 131 376 3 3 0
split_gain=6.73933e-11 1.15819e-10 7.52952e-11 8.0148e-11 4.40197e-10 4.02633e-10 1.65856e-10 6.62743e-10 4.52472e-10 2.39556e-10 3.13055e-10 2.64595e-10 1.52699e-10 2.58109e-10 1.50606e-10 1.6131e-10 1.59342e-10 1.84065e-10 1.23484e-10 6.20892e-10 3.81849e-10 1.21485e-10 4.00814e-10 2.87991e-10 2.23459e-10 1.39172e-10 1.94473e-10 1.97611e-10 4.54878e-10 3.98753e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.11421000000000002 0.091255000000000017 -0.089744999999999978 0.093425000000000022 0.08759500000000002 0.085790000000000019 -0.081629999999999994 0.087205000000000019 0.087810000000000013 -0.54279999999999984 0.10253500000000002 -0.094124999999999986 0.095270000000000007 0.10463500000000002 0.087995000000000004 -0.073184999999999986 0.092165000000000011 0.09585500000000001 0.088915000000000008 0.16540500000000002 1.0000000180025095e-35 0.14754500000000001 -0.012019999999999998 0.13767000000000004 0.080200000000000007 -0.080564999999999984 -0.080104999999999996 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -6 9 8 -8 10 11 -3 13 -13 15 16 -7 -18 20 -20 21 22 23 24 -15 26 27 -26 -29 -30
right_child=1 2 -4 4 5 14 7 -9 -10 -11 -12 12 -14 18 -16 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-1.669227695325996e-07 2.2486477079204948e-07 3.6422882146780469e-07 -1.4621032623348845e-07 -3.537791727744068e-07 4.5254368626403672e-07 -1.2859712881350247e-08 4.286711962529146e-07 -4.7990806592679294e-07 -1.3349241159198201e-07 3.4621665889744691e-07 -3.857493377760572e-07 2.6739870801546004e-07 -2.4684240054284603e-07 3.1683560114908521e-07 -1.2321147150300815e-07 -1.443432899670618e-07 8.2397506208936283e-08 4.1393061913843416e-07 -5.6322726990125067e-07 -1.9911038768246797e-08 3.79070758835151e-07 2.4619859189556337e-07 -3.7074015139392582e-07 3.4796726984254182e-07 1.938757066953856e-08 -2.6604569626442757e-07 1.3966318135469512e-07 -3.6001719821755154e-07 -1.6009097033366424e-08 -4.5717108564856199e-07
leaf_weight=24 23 20 35 23 29 37 22 35 41 20 21 36 25 22 39 22 34 33 23 246 27 20 29 24 1192 20 94 43 841 21
leaf_count=24 23 20 35 23 29 37 22 35 41 20 21 36 25 22 39 22 34 33 23 246 27 20 29 24 1192 20 94 43 841 21
internal_value=0 1.29782e-09 -3.74931e-10 1.30465e-09 5.98685e-08 1.08909e-07 -3.19867e-09 -1.31012e-07 6.28187e-08 1.39962e-09 -1.1508e-09 1.85947e-09 -8.62038e-10 1.46909e-09 4.85128e-08 1.01666e-07 1.53706e-07 2.4569e-07 -2.21018e-09 -6.63656e-08 5.18707e-09 8.09424e-10 -1.33746e-09 3.40896e-09 -2.94308e-10 -3.44983e-09 -1.05279e-09 -7.36051e-09 -4.25911e-08 -2.67567e-08
internal_weight=0 3097 3074 3039 217 194 2822 98 63 2724 2704 2683 2663 2638 165 126 104 67 2602 269 2333 2306 2286 2257 2233 2211 2191 2097 905 862
internal_count=3121 3097 3074 3039 217 194 2822 98 63 2724 2704 2683 2663 2638 165 126 104 67 2602 269 2333 2306 2286 2257 2233 2211 2191 2097 905 862
is_linear=0
shrinkage=0.1


Tree=9431
num_leaves=31
num_cat=0
split_feature=142 11 33 9 15 147 147 0 52 16 0 12 1 4 4 132 13 1203 1210 15 160 52 160 1447 402 475 401 402 130 402
split_gain=7.88771e-11 1.86937e-10 1.13871e-10 9.00418e-11 1.61525e-10 9.9042e-11 9.18605e-11 8.60087e-11 1.35064e-10 1.04542e-10 1.03862e-10 4.50954e-10 6.27016e-10 9.29311e-11 5.68059e-10 4.77132e-10 3.81239e-09 2.27179e-09 4.36888e-10 3.48493e-10 2.87996e-10 6.30574e-10 4.73519e-10 9.60319e-10 6.24331e-10 4.7123e-10 4.37151e-10 3.65578e-10 6.72276e-10 3.56275e-10
threshold=-0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.089995000000000006 -0.23032499999999997 0.099730000000000027 0.093875000000000014 0.13134000000000004 0.095415000000000014 0.057265000000000003 0.10455500000000001 0.096990000000000007 0.10337500000000001 -0.081714999999999996 -0.081224999999999978 -0.083284999999999984 -0.01163 0.088820000000000024 -0.14175499999999996 0.084840000000000013 -0.089549999999999991 0.11639500000000001 -0.025879999999999997 -0.085804999999999979 0.10708500000000001 -0.024084999999999999 0.076195000000000013 -0.092414999999999983 0.085970000000000005 -0.11206999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 7 10 9 -9 13 12 -12 15 -15 16 -4 18 -17 -18 21 -20 25 -24 26 -22 27 29 -29 -25
right_child=1 2 3 4 -6 -7 -8 8 -10 -11 11 -13 -14 14 -16 17 19 -19 20 -21 22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=1.8058792720469324e-07 -2.5861677528382642e-07 -2.1160446931389744e-07 1.4153940485682274e-06 -4.0131393642571898e-09 3.561383642969318e-07 1.7268491886266984e-07 -1.8865800064724262e-07 1.8398165025246271e-07 2.9007380948524564e-07 -1.1320446951646679e-07 4.8939090472543963e-07 -4.7763993364924324e-07 -2.0894954692904678e-07 -3.9788386875689203e-07 -2.6089259694980813e-09 4.6713727116461401e-07 2.9369733521006685e-08 -1.044475596643224e-06 -4.8320181142778233e-07 -4.8874869006134582e-07 1.8875585681144003e-08 1.3043178174645137e-07 -6.5820853535569766e-07 2.617298103283853e-08 5.5765306189206731e-07 6.8955435249439358e-07 -2.9600514657510343e-07 5.8144490446706328e-08 6.4593725389001867e-07 -5.187088561342535e-07
leaf_weight=24 28 25 21 33 20 33 26 20 26 29 20 24 36 37 2094 23 34 20 33 21 20 34 20 30 23 22 39 265 21 20
leaf_count=24 28 25 21 33 20 33 26 20 26 29 20 24 36 37 2094 23 34 20 33 21 20 34 20 30 23 22 39 265 21 20
internal_value=0 -1.40146e-09 9.45243e-10 2.69089e-09 1.31893e-07 4.01447e-10 -1.52058e-09 1.38893e-10 1.05848e-07 8.09599e-09 -2.63612e-09 -1.14972e-07 4.04578e-08 6.00049e-10 -9.47198e-09 3.38253e-08 2.69186e-07 2.44387e-09 4.05137e-08 -1.68457e-07 2.18944e-08 -1.71806e-07 5.01073e-08 1.79465e-08 5.19241e-08 3.70184e-07 2.09061e-08 5.76904e-08 1.01304e-07 -1.9178e-07
internal_weight=0 3097 3069 3044 53 2991 2958 2932 75 49 2857 80 56 2777 2131 646 76 570 550 55 527 67 460 418 398 42 375 336 286 50
internal_count=3121 3097 3069 3044 53 2991 2958 2932 75 49 2857 80 56 2777 2131 646 76 570 550 55 527 67 460 418 398 42 375 336 286 50
is_linear=0
shrinkage=0.1


Tree=9432
num_leaves=31
num_cat=0
split_feature=1203 132 1200 1185 130 121 33 40 16 42 133 42 129 1203 12 1185 1182 1177 394 1213 403 12 43 4 1213 43 15 15 15 97
split_gain=9.06356e-11 2.31127e-10 3.2631e-10 1.28057e-10 6.67591e-11 2.00657e-10 1.08301e-10 6.99687e-11 1.9071e-10 8.82184e-11 7.14593e-10 1.05535e-10 1.60726e-10 1.31869e-10 3.00272e-10 1.09317e-10 1.13343e-10 1.02358e-10 2.10783e-10 9.20286e-11 7.7407e-10 2.72405e-10 5.03575e-10 3.10795e-10 2.48698e-10 1.40942e-10 1.18894e-10 8.56396e-10 4.05474e-10 2.12687e-10
threshold=0.090185000000000001 -0.079859999999999987 0.090885000000000007 -0.093764999999999987 -0.23647499999999996 -0.088279999999999983 -0.044254999999999996 0.10214500000000001 -0.046599999999999996 -0.23037499999999997 0.089595000000000022 -0.16797499999999996 0.11234000000000001 0.084795000000000023 0.087445000000000009 0.092170000000000016 0.086460000000000009 -0.079504999999999978 -0.14169499999999999 0.04198000000000001 -0.5335399999999999 0.090020000000000017 -0.018859999999999998 -0.074729999999999977 0.0036000000000000003 -0.0087399999999999995 -0.10203999999999998 -0.098289999999999975 -0.10653 -0.049229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -6 -7 9 -9 10 -8 -11 13 15 -15 16 17 -13 -19 24 -21 22 -22 -23 26 -24 28 -28 29 -20
right_child=1 2 -4 4 5 6 7 8 -10 11 -12 12 -14 14 -16 -17 -18 18 19 20 21 23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.3768854080315027e-07 -1.6831813701130506e-07 4.2903558702006755e-07 -8.9053211738132642e-08 -1.8292986879941965e-07 2.8250372446336768e-07 2.2430480617870106e-07 4.7319870701199668e-07 8.7657923030371387e-08 -3.0764905492201954e-07 -1.9376449264702139e-07 -2.6236139649427057e-07 2.1605523891870303e-07 2.7359867680215325e-07 -8.2850080333180876e-08 3.5383829448676353e-07 -2.403070488199433e-07 -2.3708283800076627e-07 -3.0701162890399366e-07 -2.5902067865611291e-07 6.3668820581867859e-07 -5.3925756627780752e-07 3.5098158000274841e-07 2.3358666979333974e-07 -6.7504667416389768e-08 -3.4277078177844733e-07 -8.0514537344811302e-08 -6.506447835788333e-07 -8.6843168643085664e-09 4.2495653762404554e-07 3.6323510916551936e-08
leaf_weight=23 21 31 20 20 25 21 28 23 26 29 25 21 21 31 32 20 21 23 26 21 22 35 20 36 22 50 21 1989 26 392
leaf_count=23 21 31 20 20 25 21 28 23 26 29 25 21 21 31 32 20 21 23 26 21 22 35 20 36 22 50 21 1989 26 392
internal_value=0 1.10894e-07 2.25864e-07 -2.62061e-09 -8.33908e-10 3.77642e-10 -1.98839e-09 -3.59385e-09 -1.22097e-07 -1.59913e-09 1.26236e-07 -3.96977e-09 -2.02418e-09 -4.08547e-09 1.3896e-07 -7.36847e-09 -5.65883e-09 -3.86153e-09 -5.58283e-09 -2.97649e-09 6.52553e-08 -8.36486e-09 -1.21931e-07 1.38791e-07 -8.04703e-09 9.22866e-09 -5.04625e-09 -1.53914e-08 4.17864e-08 1.79528e-08
internal_weight=0 72 51 3049 3026 3006 2981 2960 49 2911 53 2858 2829 2808 63 2745 2725 2704 2683 2660 184 163 92 71 2476 70 2454 2010 444 418
internal_count=3121 72 51 3049 3026 3006 2981 2960 49 2911 53 2858 2829 2808 63 2745 2725 2704 2683 2660 184 163 92 71 2476 70 2454 2010 444 418
is_linear=0
shrinkage=0.1


Tree=9433
num_leaves=31
num_cat=0
split_feature=132 394 1203 394 390 0 2 12 13 1204 47 47 45 11 9 1 33 47 47 47 133 51 1212 42 403 132 16 402 403 12
split_gain=7.55755e-11 3.13949e-10 2.138e-10 8.02263e-11 1.85253e-10 7.81635e-11 2.75648e-10 1.9002e-10 1.24643e-10 8.64354e-11 7.71695e-11 7.76582e-11 1.33877e-10 3.84964e-10 1.43367e-10 4.067e-10 2.818e-10 1.0826e-10 6.69545e-10 3.04711e-10 1.15886e-10 8.62945e-10 3.10853e-10 3.08571e-10 6.35097e-10 4.51893e-10 4.27933e-10 9.64706e-10 2.65982e-10 4.5858e-10
threshold=-0.083174999999999985 0.11233000000000001 0.088820000000000024 -0.12099999999999998 0.090205000000000007 -0.09515499999999999 0.089725000000000013 0.11418000000000002 0.030370000000000005 -0.0030749999999999996 0.14397500000000002 0.13252500000000003 0.094030000000000016 -0.011194999999999998 0.092235000000000011 0.13075500000000004 -0.0066799999999999993 0.092165000000000011 0.09585500000000001 0.089785000000000018 -0.040449999999999993 0.092790000000000011 0.13631000000000001 0.087505000000000013 -0.0038999999999999994 0.098600000000000007 -0.092124999999999985 0.086855000000000016 0.0071950000000000009 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 10 6 -1 8 9 -7 11 12 13 -5 16 -16 -15 19 -19 20 21 23 -22 25 -25 26 27 -18 -26 -30
right_child=1 -3 -4 4 -6 7 -8 -9 -10 -11 -12 -13 -14 14 15 -17 17 18 -20 -21 22 -23 -24 24 28 -27 -28 -29 29 -31
leaf_value=-1.5915175094419068e-07 1.4589881748119489e-07 3.9913464647156618e-07 -3.1455079699022852e-07 3.8655631989023769e-07 -2.9628186877874087e-07 2.9713913649164257e-08 3.4736115556458204e-07 -2.7811643813417203e-07 2.3111150547094896e-07 -1.6124700179064254e-07 -1.9389861307672618e-07 1.5572906232431583e-07 -2.2017269198268304e-07 3.2440351160571654e-07 -5.0052068411603269e-07 9.1163180539520175e-08 6.7498935594032349e-07 -5.9044522809611786e-07 -1.0467351887328867e-08 3.8521915027580514e-07 -2.664610744412468e-09 5.9773736893475871e-07 -3.5071744810885815e-07 -5.9351073438708981e-07 2.8839428286237703e-07 -2.9062428519447778e-07 3.3329153112768963e-08 -9.5327854949275586e-08 7.5472127051964293e-08 -4.6946163118501202e-07
leaf_weight=21 38 20 28 26 21 63 22 30 20 38 20 33 27 27 21 26 37 22 209 21 1965 27 26 23 23 30 158 29 47 23
leaf_count=21 38 20 28 26 21 63 22 30 20 38 20 33 27 27 21 26 37 22 209 21 1965 27 26 23 23 30 158 29 47 23
internal_value=0 4.30346e-09 -5.62357e-08 1.56062e-09 -3.69987e-10 -1.89532e-08 9.99944e-08 -5.28256e-08 3.03158e-09 -4.21328e-08 1.83361e-09 3.2317e-09 1.41297e-09 3.59648e-09 -7.22553e-11 -1.73206e-07 2.97885e-09 -3.08449e-10 -6.57033e-08 5.96229e-09 2.62712e-09 5.19601e-08 -7.20975e-09 1.21332e-08 -1.23001e-07 7.38479e-08 1.22661e-07 3.36517e-07 -6.63827e-09 -1.03578e-07
internal_weight=0 2899 222 2879 2841 194 43 151 121 101 2820 2800 2767 2740 2714 47 2667 2640 231 2409 2388 397 1991 370 116 254 224 66 93 70
internal_count=3121 2899 222 2879 2841 194 43 151 121 101 2820 2800 2767 2740 2714 47 2667 2640 231 2409 2388 397 1991 370 116 254 224 66 93 70
is_linear=0
shrinkage=0.1


Tree=9434
num_leaves=31
num_cat=0
split_feature=1211 43 3 43 403 1212 43 43 402 1213 403 1210 1210 2 52 12 12 12 1209 16 12 403 129 1184 393 403 3 3 1453 42
split_gain=7.64674e-11 3.19088e-10 2.39286e-10 4.17359e-10 1.81777e-10 8.42113e-11 8.62994e-10 1.72433e-09 7.87862e-10 6.42868e-10 1.37222e-10 6.50676e-10 5.39453e-10 2.87953e-10 4.62519e-10 2.36241e-10 4.78691e-10 2.8659e-10 1.57405e-10 2.29056e-10 2.46223e-10 1.7313e-10 1.29407e-10 4.71815e-10 1.57272e-10 4.70388e-10 1.25962e-10 5.00679e-10 3.89648e-10 2.87688e-10
threshold=0.09030500000000001 -0.011694999999999999 -0.082974999999999979 0.05259500000000001 -0.014954999999999998 -0.089544999999999986 -0.0047449999999999992 -0.0011349999999999999 0.23460000000000003 -0.090954999999999994 0.0033700000000000002 -0.064344999999999999 -0.12043 0.083385000000000015 0.083680000000000018 0.096295000000000019 0.09202500000000001 0.10911500000000002 0.087485000000000021 -0.079734999999999986 0.095780000000000018 -0.083654999999999993 -0.077709999999999987 0.089075000000000015 0.087760000000000019 -0.075504999999999975 -0.094874999999999987 -0.092174999999999993 -0.044999999999999991 -0.092459999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 9 -8 10 -1 12 -12 -7 14 -13 16 -15 -17 22 21 -21 -20 -14 24 26 -26 28 -28 -24 -29
right_child=1 2 3 4 -6 8 7 -9 -10 -11 11 13 18 15 -16 17 -18 -19 19 20 -22 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=3.7810013152141312e-08 4.4240935238804012e-07 -2.3849997615770757e-07 4.4676938522059122e-07 -2.7547172707768783e-07 8.7509082992544392e-08 -4.8081800324932076e-07 1.0940173704199197e-06 -1.5519466844535581e-09 -5.6573474694232572e-07 -6.7290148088261502e-07 6.0081076855210224e-07 -4.324827721294726e-07 -2.3129014277145645e-07 6.6055132008819063e-08 1.8433064804312949e-07 -3.1394120426363053e-07 5.832679421690132e-07 1.711318752822557e-07 5.1193259395176941e-07 2.0485464536553387e-07 -2.1838337137377756e-07 9.5844152241397749e-08 4.6312030555046001e-07 4.6494147902703411e-07 1.6845945886554704e-08 -5.5433939922165467e-07 -4.620944705493457e-07 1.4765078721122217e-07 2.0894987483071842e-08 -2.1126861018382213e-08
leaf_weight=35 20 29 24 22 37 24 20 51 25 20 21 31 26 121 20 29 21 21 20 27 28 20 21 21 46 21 25 107 389 1799
leaf_count=35 20 29 24 22 37 24 20 51 25 20 21 31 26 121 20 29 21 21 20 27 28 20 21 21 46 21 25 107 389 1799
internal_value=0 7.44819e-08 8.78057e-09 9.51798e-08 -4.78397e-08 -3.29221e-09 7.67184e-08 3.07059e-07 -6.81346e-09 -2.20631e-07 -1.88991e-09 6.67706e-08 -8.93202e-09 2.0619e-08 -1.90595e-07 7.67228e-08 1.42544e-07 -1.10211e-07 -4.49074e-09 1.21809e-07 -1.0612e-08 3.03888e-07 -9.37811e-09 -7.00277e-09 -1.11186e-08 -1.62182e-07 -6.79508e-09 -1.74837e-08 4.35456e-08 -1.16519e-08
internal_weight=0 132 112 83 59 2989 126 71 2863 55 2838 264 2574 243 51 192 142 50 2550 95 55 40 2455 2429 2408 67 2341 1931 410 1906
internal_count=3121 132 112 83 59 2989 126 71 2863 55 2838 264 2574 243 51 192 142 50 2550 95 55 40 2455 2429 2408 67 2341 1931 410 1906
is_linear=0
shrinkage=0.1


Tree=9435
num_leaves=31
num_cat=0
split_feature=1203 42 12 132 1185 1186 52 131 403 1210 42 1212 484 481 1447 12 12 130 133 12 1210 12 12 12 12 16 52 13 403 42
split_gain=7.47034e-11 1.98894e-10 2.5072e-10 9.84999e-11 2.39104e-09 1.91456e-09 2.08856e-10 9.73262e-11 8.37991e-11 5.35855e-10 5.58737e-10 3.7711e-10 2.51593e-10 7.61678e-10 2.9293e-10 1.57052e-10 3.54653e-10 2.85292e-10 5.26437e-10 4.06219e-10 1.18639e-09 6.52902e-10 7.60211e-10 7.05906e-10 6.62632e-10 4.86392e-10 6.79293e-10 3.39008e-10 3.35911e-10 2.56397e-10
threshold=0.090185000000000001 -0.067534999999999998 0.090695000000000012 -0.083284999999999984 -0.083264999999999992 0.0044650000000000011 0.10347000000000002 -0.076979999999999979 -0.0047449999999999992 -0.064799999999999983 0.086730000000000015 -0.087764999999999996 -0.081614999999999979 -0.081614999999999979 -0.08193499999999998 0.085195000000000007 0.085955000000000018 0.08610000000000001 0.068115000000000023 0.091085000000000013 -0.061049999999999993 0.092355000000000007 0.093765000000000015 0.095935000000000006 0.096830000000000013 -0.078844999999999985 0.086635000000000004 -0.013634999999999998 -0.44023999999999991 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 7 -1 11 10 -10 -6 -13 -14 -15 29 -17 19 -19 20 27 -21 -23 -24 -25 26 -22 -18 -26 -16
right_child=1 2 -4 4 8 -7 -8 -9 9 -11 -12 12 13 14 15 16 17 18 -20 21 25 22 23 24 28 -27 -28 -29 -30 -31
leaf_value=1.8049268525209707e-07 -1.4191180692018466e-07 -2.595101912684977e-08 4.2730350064455429e-07 -1.0967247982307527e-06 4.6136166929500179e-07 9.9388507067033062e-07 -2.933911973615169e-07 -2.8292838828703272e-08 -6.070193118527338e-09 -1.4824117425771599e-09 -7.4460496023220924e-07 -2.528094188214425e-07 5.6360164557225708e-07 -3.6662769446138556e-07 2.5764004674020741e-07 -3.3221109970800932e-07 9.3764086898318052e-07 -5.7783868323028966e-07 6.263831654574791e-08 -4.64945366204496e-07 1.0220515508428755e-07 4.7836715342589633e-07 -5.2503018329511746e-07 5.3095159891516071e-07 -3.6504169387356985e-07 3.7697117921776556e-07 -6.1092983659446791e-07 3.6237058198128669e-07 7.1164961951251146e-08 -1.5667350503179025e-07
leaf_weight=27 23 23 26 20 20 20 27 129 21 2216 20 32 26 20 59 30 20 21 33 29 34 33 26 23 27 22 22 21 51 20
leaf_count=27 23 23 26 20 20 20 27 129 21 2216 20 32 26 20 59 30 20 21 33 29 34 33 26 23 27 22 22 21 51 20
internal_value=0 1.00681e-07 2.14551e-07 -2.37456e-09 -7.17487e-09 6.49245e-08 -3.66013e-08 7.84312e-09 5.36026e-10 -8.11015e-09 -3.66331e-07 3.4832e-08 1.92936e-08 3.61355e-08 8.20455e-09 2.4121e-08 -1.8018e-09 2.55802e-08 -1.86436e-07 6.27519e-08 2.07483e-07 -2.83752e-08 5.07532e-08 -6.03591e-08 5.92591e-08 -2.14374e-08 -1.77955e-07 6.4299e-07 -7.98296e-08 1.52751e-07
internal_weight=0 72 49 3049 2846 203 183 156 2826 2257 41 569 549 517 491 471 392 362 54 308 119 189 160 127 101 78 56 41 78 79
internal_count=3121 72 49 3049 2846 203 183 156 2826 2257 41 569 549 517 491 471 392 362 54 308 119 189 160 127 101 78 56 41 78 79
is_linear=0
shrinkage=0.1


Tree=9436
num_leaves=31
num_cat=0
split_feature=132 1185 132 1213 0 0 4 43 1209 3 1209 43 401 2 133 1210 16 403 1212 1210 1213 52 401 13 16 130 13 401 390 130
split_gain=7.8305e-11 4.354e-10 2.26114e-10 7.28488e-11 3.33741e-10 7.71955e-10 3.02863e-10 4.02172e-10 7.56147e-11 4.13109e-10 1.26502e-10 3.23066e-10 1.09406e-10 3.88391e-10 2.1628e-10 1.60881e-10 3.61668e-10 1.2145e-10 9.05699e-11 9.0238e-10 6.79097e-10 2.11093e-10 1.07765e-10 3.69493e-10 7.70472e-10 8.7996e-10 3.69484e-10 3.18413e-10 1.61507e-10 9.96427e-11
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.10675500000000002 -0.087084999999999982 -0.082724999999999979 -0.074729999999999977 -0.010344999999999998 -0.087199999999999986 -0.082334999999999978 -0.065739999999999979 -0.022084999999999997 -0.06959499999999999 0.091895000000000018 0.51114000000000004 0.0028200000000000005 -0.073849999999999985 -0.52445499999999989 -0.089544999999999986 -0.099939999999999987 -0.088064999999999991 0.086275000000000004 0.083100000000000021 -0.097984999999999989 -0.095094999999999985 -0.004729999999999999 -0.0082249999999999979 0.021890000000000003 0.088375000000000023 0.08610000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 8 -5 -6 7 -7 9 -3 11 -10 13 -12 15 17 -17 -14 20 -20 21 -19 27 -24 -25 -26 -27 28 29 -21
right_child=1 3 -4 4 5 6 -8 -9 10 -11 12 -13 14 -15 -16 16 -18 18 19 22 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-2.3772490227003119e-08 4.5806450435477366e-07 4.5623147706291572e-07 -3.6153653911438517e-07 3.9418759063035118e-07 -5.4262822410627066e-07 6.1639997365351265e-07 -1.7370614230571848e-07 2.8018901988301737e-08 1.0601028098530412e-07 -1.3050332695131925e-07 -9.9807898834569642e-08 -4.4234107085892242e-07 -1.8558098986432016e-07 3.9053123181531644e-07 -3.1013749966622649e-07 -3.3059039810034324e-08 5.0585699483463033e-07 1.0022691046490056e-07 -6.7553891256011414e-07 5.1095825062747173e-10 6.07634979132854e-07 -2.6587031441189472e-07 -2.7126441762981774e-07 7.2840350938463428e-07 -5.399741328915297e-07 5.4069516919427147e-07 3.029757753029731e-08 -3.9355672884409748e-07 2.6726720586173708e-07 -8.6066667057713909e-08
leaf_weight=200 21 21 22 26 21 21 20 26 21 28 35 22 37 30 23 33 20 36 20 2082 20 28 23 20 20 23 37 21 22 142
leaf_count=200 21 21 22 26 21 21 20 26 21 28 35 22 37 30 23 33 20 36 20 2082 20 28 23 20 20 23 37 21 22 142
internal_value=0 4.37815e-09 -5.72446e-08 1.06772e-09 7.94075e-08 -1.35957e-08 1.5222e-07 2.90913e-07 -2.16337e-09 1.20954e-07 -4.38539e-09 -1.74542e-07 -1.6471e-09 1.26502e-07 -4.84223e-09 -2.12482e-09 1.70306e-07 -5.73557e-09 -3.06746e-09 -6.6252e-09 9.90059e-08 -5.99406e-08 -1.0276e-09 9.01342e-08 1.73256e-07 3.4469e-08 2.2595e-07 -5.97374e-09 -2.34985e-09 -5.01693e-09
internal_weight=0 2899 222 2878 114 88 67 47 2764 49 2715 43 2672 65 2607 2584 53 2531 2494 2410 84 64 2390 123 100 80 60 2267 2246 2224
internal_count=3121 2899 222 2878 114 88 67 47 2764 49 2715 43 2672 65 2607 2584 53 2531 2494 2410 84 64 2390 123 100 80 60 2267 2246 2224
is_linear=0
shrinkage=0.1


Tree=9437
num_leaves=31
num_cat=0
split_feature=142 11 33 47 47 47 1453 131 147 160 4 3 0 43 483 0 148 0 48 4 4 13 1455 2 1455 483 483 2 42 4
split_gain=7.01196e-11 1.89906e-10 1.31158e-10 8.654e-11 8.20768e-10 5.80002e-10 1.33295e-10 1.76484e-10 1.13343e-10 1.09825e-10 1.34064e-10 1.80796e-10 2.20922e-10 2.13371e-10 1.31076e-10 1.21791e-10 1.05539e-10 3.0502e-10 9.54481e-11 9.02917e-11 1.27517e-10 1.06485e-10 9.94623e-11 4.84153e-10 1.62161e-10 1.25687e-10 4.56277e-10 3.96164e-10 3.06801e-10 2.26016e-10
threshold=-0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.096475000000000019 0.090100000000000013 -1.0000000180025095e-35 0.096070000000000016 0.099230000000000013 -0.081399999999999986 0.19806500000000002 -0.096099999999999977 -0.060129999999999996 -0.036954999999999995 0.087175000000000016 -0.13455999999999999 -0.10069499999999999 -0.24955499999999997 0.12474000000000002 -0.52556499999999995 -0.50940999999999981 -0.0065549999999999992 -0.097209999999999977 0.086675000000000016 -0.089344999999999994 0.10143000000000001 0.096720000000000014 0.11682500000000001 0.096610000000000015 -0.010655
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 8 -6 9 16 14 11 -11 13 -13 -8 -12 -4 -18 19 21 -21 -19 23 -22 -24 26 -26 28 29 -27
right_child=1 2 3 4 6 -7 7 -9 -10 10 15 12 -14 -15 -16 -17 17 18 -20 20 22 -23 24 -25 25 27 -28 -29 -30 -31
leaf_value=1.7026611573249068e-07 -2.6057304316801882e-07 -2.270713248435641e-07 2.0891687881885446e-07 6.5644138194627329e-07 2.5896330328123442e-07 -3.9608231296105677e-07 2.8236042206872884e-08 -2.1167107320252401e-07 1.7880457209666173e-07 -1.3551754618575891e-07 4.5987532979406519e-08 4.3254247199648058e-07 -5.3876347981448215e-08 9.0324031398430258e-08 -2.9092284499008448e-07 -2.4415271063251408e-07 -3.9077616065696934e-07 3.1201589965945688e-07 2.1886286234007456e-07 -1.9242421430476498e-07 -5.2790200719243788e-07 -3.4837140785641722e-09 2.8642207805518183e-07 7.9950687548764683e-08 9.5221996686273153e-10 -3.851530839876267e-07 4.6919078234471574e-07 -5.0749676006489608e-07 2.9806312239622423e-07 2.8639255912242911e-08
leaf_weight=24 28 25 24 21 20 37 31 37 36 23 39 38 30 35 22 23 20 20 20 35 20 23 20 38 2313 22 21 20 23 33
leaf_count=24 28 25 24 21 20 37 31 37 36 23 39 38 30 35 22 23 20 20 20 35 20 23 20 38 2313 22 21 20 23 33
internal_value=0 -1.32324e-09 1.04202e-09 2.91549e-09 5.21959e-08 -2.85348e-09 9.61481e-09 -8.32393e-09 2.55927e-09 2.28953e-08 5.87381e-08 1.17974e-07 1.74579e-07 2.68465e-07 -1.04245e-07 -6.16451e-08 1.66798e-10 -1.7396e-09 1.24381e-09 -4.37941e-10 -2.86585e-09 1.4326e-07 -2.22604e-10 -1.29654e-07 2.83898e-09 5.06881e-10 5.16516e-09 -1.10436e-07 -8.6259e-09 -1.36878e-07
internal_weight=0 3097 3069 3044 319 2725 298 278 2688 241 188 126 103 73 53 62 2652 2628 2608 2588 2545 43 2510 58 2452 2432 2334 98 78 55
internal_count=3121 3097 3069 3044 319 2725 298 278 2688 241 188 126 103 73 53 62 2652 2628 2608 2588 2545 43 2510 58 2452 2432 2334 98 78 55
is_linear=0
shrinkage=0.1


Tree=9438
num_leaves=31
num_cat=0
split_feature=40 130 1210 2 1210 133 133 12 1447 133 481 403 133 155 43 42 52 403 51 403 16 133 43 50 49 4 15 1374 150 1375
split_gain=7.1033e-11 1.21585e-10 6.66213e-11 8.38316e-10 9.60643e-11 6.97419e-11 7.89054e-10 1.78252e-09 6.32101e-10 5.62212e-10 5.23145e-10 3.74109e-10 3.10291e-10 2.29486e-10 2.65556e-10 4.96748e-10 4.29304e-10 5.73915e-10 4.11332e-10 5.84881e-10 3.59134e-10 3.35718e-10 6.41673e-10 2.69081e-10 3.57317e-10 3.4983e-10 2.64387e-10 2.18295e-10 4.88207e-10 2.57362e-10
threshold=-0.24290999999999999 -0.22229499999999999 -0.13847499999999999 0.084885000000000002 -0.090569999999999998 0.090445000000000011 0.091935000000000003 0.088365000000000013 0.059120000000000013 0.089595000000000022 -0.086219999999999977 -0.55276999999999987 0.088820000000000024 0.10022500000000002 0.055925000000000009 0.11275500000000001 0.10611000000000001 -0.27700499999999995 0.090560000000000015 -0.52641999999999989 -0.080789999999999987 0.11524500000000001 -0.08076499999999999 -0.099524999999999988 0.097940000000000013 0.056795000000000005 0.097020000000000009 -0.096434999999999979 0.11213000000000002 -0.15308499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 8 7 -7 9 12 -8 -12 27 14 16 -16 18 -18 19 20 -13 22 -19 -21 -25 -26 -17 28 -6 -29
right_child=1 2 4 -5 5 6 10 -9 -10 -11 11 13 -14 -15 15 26 17 21 -20 23 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-1.6460217623786706e-07 2.255838047915404e-07 5.5113451753641131e-07 -2.1563693838375219e-07 -1.9447641102188803e-07 -5.6513873068248747e-07 -1.0713800154210023e-07 -4.6072625773755748e-07 1.1384340263020932e-06 -4.1315195617423681e-07 -3.9420181451927449e-07 4.4093380054732737e-07 8.5892932994673693e-08 3.6173320623333898e-07 3.1543470620156524e-07 5.2212306775345495e-07 2.0322802653105973e-07 -7.0091121813220529e-07 5.001613629929125e-08 -3.8068004712954464e-07 3.1054582040190365e-07 6.5787354613981428e-07 1.0123587189144285e-07 -6.9980237733313107e-07 1.9440383598928851e-08 -5.9764629681137108e-07 -3.3124059815809627e-08 -2.8167052257479311e-07 3.3016729300191141e-07 1.2521141188770456e-07 9.5119967267822053e-10
leaf_weight=26 24 25 21 38 21 27 24 20 38 36 20 21 24 22 25 23 20 25 24 23 23 41 21 159 21 23 22 24 20 2240
leaf_count=26 24 25 21 38 21 27 24 20 38 36 20 21 24 22 25 23 20 25 24 23 23 41 21 159 21 23 22 24 20 2240
internal_value=0 1.37947e-09 -3.72692e-10 1.01401e-07 -2.50425e-09 -1.00583e-09 2.99897e-08 4.22893e-07 -8.53867e-09 -2.03748e-09 -4.39842e-09 1.69503e-08 4.02431e-09 -2.49889e-10 -1.49952e-08 1.64722e-07 -4.63674e-08 -2.17879e-07 1.60533e-08 5.13185e-08 3.84883e-07 -1.06837e-07 -2.92292e-07 -1.36232e-08 -5.03517e-08 -3.02555e-07 -3.38335e-08 2.99791e-10 -2.28383e-07 4.44112e-09
internal_weight=0 3095 3071 63 3008 2987 584 47 2403 2365 537 513 2329 493 471 70 401 107 294 270 44 87 46 226 203 44 45 2305 41 2264
internal_count=3121 3095 3071 63 3008 2987 584 47 2403 2365 537 513 2329 493 471 70 401 107 294 270 44 87 46 226 203 44 45 2305 41 2264
is_linear=0
shrinkage=0.1


Tree=9439
num_leaves=31
num_cat=0
split_feature=130 10 0 40 4 46 1428 10 16 33 473 0 0 97 10 9 41 2 1 12 1 16 1 1 1 1 1447 52 1 160
split_gain=7.23721e-11 1.65954e-10 4.07816e-10 1.98573e-10 1.30642e-10 8.21708e-11 1.08991e-10 8.66184e-11 1.90082e-09 1.08273e-10 8.16135e-11 8.66877e-11 2.71095e-10 1.61819e-10 2.10583e-10 1.65019e-10 1.53631e-10 2.11368e-10 5.16327e-10 1.52944e-10 2.6562e-10 1.61838e-10 1.1489e-10 1.21523e-09 1.11793e-09 4.83245e-10 3.96184e-10 3.11646e-10 4.73975e-10 3.24278e-10
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.63113500000000011 0.084955000000000017 -0.071779999999999997 -0.011559999999999999 -0.056919999999999991 -0.012019999999999998 -0.072684999999999986 0.12411500000000002 0.10455500000000001 -0.079444999999999988 0.11294000000000003 0.088235000000000022 1.0000000180025095e-35 0.098260000000000014 0.079415000000000013 0.086305000000000007 0.10293500000000001 0.023255000000000001 0.092390000000000014 0.093100000000000002 0.094090000000000021 0.094825000000000007 0.059120000000000013 -0.23375999999999997 0.10723500000000001 0.11205000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 8 -8 -9 -11 12 13 -12 15 16 22 18 -18 21 -21 -13 26 -24 -25 -26 -15 28 -27 -29
right_child=1 3 -4 4 -6 -7 7 9 -10 10 11 19 -14 14 -16 -17 17 -19 -20 20 -22 -23 23 24 25 27 -28 29 -30 -31
leaf_value=-1.8961812969564562e-07 -1.0670957941610618e-07 -3.0790411398941489e-07 5.2424723406829798e-07 -1.8673174837502417e-07 2.3304851818709929e-07 1.3605839340968044e-07 -5.6270160389939707e-07 2.0856479045505696e-07 5.6003790552949798e-07 2.0084374682483033e-07 -2.6562455065251687e-07 1.4286014874187458e-07 -2.7048873404492281e-07 1.2199682614802949e-09 3.2403135108438619e-07 -2.744153242417724e-07 1.5863627289075774e-08 -3.3725972627962617e-08 5.6675134319279837e-07 4.3285881953047134e-08 4.8780253294467e-07 -2.5461245245072039e-07 -6.9808989953946399e-07 6.0468216265263666e-07 -4.4750637339266831e-07 -4.6694606395077076e-07 3.4088671392445188e-07 -9.261989847534884e-09 5.1728105177062388e-09 3.6087111607230326e-07
leaf_weight=20 21 21 20 32 24 43 38 25 25 20 23 20 38 1819 20 22 46 60 27 41 20 21 27 28 28 37 35 445 50 25
leaf_count=20 21 21 20 32 24 43 38 25 25 20 23 20 38 1819 20 22 46 60 27 41 20 21 27 28 28 37 35 445 50 25
internal_value=0 1.22064e-09 2.01074e-07 -1.45714e-09 6.60462e-10 -1.18939e-09 -3.17515e-09 -1.17725e-09 -1.1717e-07 1.36274e-09 -4.53549e-10 -1.87514e-09 -5.25696e-09 -1.51298e-09 7.62992e-10 -1.67769e-09 6.06371e-10 1.05327e-07 2.19617e-07 8.86384e-08 1.89029e-07 -6.07234e-08 -4.97816e-09 -4.15089e-08 -1.25893e-08 -4.21339e-08 7.63223e-09 -2.17561e-08 -1.95613e-07 1.04259e-08
internal_weight=0 3101 41 3060 3039 3015 2972 2940 63 2877 2852 2832 2730 2692 2669 2649 2627 133 73 102 61 41 2494 640 613 585 1854 557 87 470
internal_count=3121 3101 41 3060 3039 3015 2972 2940 63 2877 2852 2832 2730 2692 2669 2649 2627 133 73 102 61 41 2494 640 613 585 1854 557 87 470
is_linear=0
shrinkage=0.1


Tree=9440
num_leaves=31
num_cat=0
split_feature=1208 1208 12 1209 1209 1209 42 401 1 15 402 403 480 0 16 52 4 399 3 1213 1211 132 1203 400 4 403 160 1372 1366 52
split_gain=7.34049e-11 1.44846e-10 1.53944e-10 7.11368e-11 9.11351e-11 9.28882e-11 4.35172e-10 1.22033e-10 3.43326e-10 5.60288e-10 1.12256e-10 9.19779e-11 3.17501e-10 3.64928e-10 8.76405e-10 4.48213e-10 4.22298e-10 1.59783e-10 1.0886e-10 1.90064e-10 1.06775e-10 1.53749e-10 5.06892e-10 3.04958e-10 9.66447e-11 9.39481e-11 2.10594e-10 1.01423e-10 1.25675e-10 1.10851e-10
threshold=0.12461500000000002 0.10233500000000001 0.095175000000000023 -0.097919999999999993 -0.087714999999999987 -0.065739999999999979 0.092145000000000019 -0.078179999999999986 0.094385000000000011 0.095175000000000023 -0.43418999999999991 -0.090774999999999981 0.086995000000000017 -0.081584999999999977 -0.082404999999999992 0.089325000000000015 -0.081114999999999979 -0.087464999999999987 -0.082974999999999979 -1.0000000180025095e-35 0.11048500000000001 -0.083284999999999984 0.087970000000000007 -0.064794999999999978 -0.085719999999999977 -0.085729999999999987 -0.57146499999999989 -0.097369999999999984 -0.087024999999999977 0.62951500000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6 8 9 -7 -9 12 13 14 18 16 -15 -13 19 -12 21 22 24 -23 -19 -25 -27 -28 -29 -30
right_child=-2 2 -4 4 5 7 -8 10 -10 -11 11 17 -14 15 -16 -17 -18 20 -20 -21 -22 23 -24 25 -26 26 27 28 29 -31
leaf_value=-1.8925458562080168e-07 -1.909700080204857e-07 3.7703831540489945e-07 -1.0619273815848374e-08 1.8286495249400206e-07 1.3729500495812248e-07 -6.6102598717360055e-08 -4.6700588427484038e-07 -1.890986996322397e-07 -2.1554134703323641e-07 5.5031090804883814e-07 -3.0127072399466219e-07 -2.5769977344225481e-07 -3.018371325486607e-07 -4.8836594859362016e-07 6.1673938791048736e-07 2.088134622406295e-07 8.1172395552990261e-08 -2.2021406801779145e-07 1.7084206874504602e-07 9.9442868088709519e-08 1.838894113840676e-07 2.8983655937508961e-07 -5.5606871644017928e-07 -2.0911830760765456e-07 -3.2472334630294657e-09 2.9959755030849132e-07 -2.2871652852529678e-07 2.3531325258442269e-07 -2.7084597823649989e-09 -2.3353864454141636e-07
leaf_weight=20 20 21 20 27 26 29 22 32 22 30 20 25 22 30 37 38 23 24 33 29 30 36 21 22 142 23 20 22 2234 21
leaf_count=20 20 21 20 27 26 29 22 32 22 30 20 25 22 30 37 38 23 24 33 29 30 36 21 22 142 23 20 22 2234 21
internal_value=0 1.22569e-09 1.87937e-07 -1.276e-09 -3.92956e-11 -1.67833e-09 -1.39676e-07 5.55699e-10 1.2161e-07 2.47328e-07 -2.84424e-09 -7.54431e-10 5.95951e-08 9.74594e-08 2.12736e-07 -5.32868e-08 -2.41208e-07 -6.09836e-09 3.04417e-08 -6.41137e-08 -3.67445e-09 -5.86818e-09 -9.31748e-08 9.97396e-10 -3.46159e-08 -3.44249e-09 -1.49211e-09 -4.50694e-09 -2.5376e-09 -4.8581e-09
internal_weight=0 3101 41 3060 3040 3013 48 2965 81 59 2884 2852 232 210 119 91 53 2620 82 49 2595 2565 187 2378 166 2342 2320 2297 2277 2255
internal_count=3121 3101 41 3060 3040 3013 48 2965 81 59 2884 2852 232 210 119 91 53 2620 82 49 2595 2565 187 2378 166 2342 2320 2297 2277 2255
is_linear=0
shrinkage=0.1


Tree=9441
num_leaves=31
num_cat=0
split_feature=132 1203 132 50 12 1212 3 2 2 2 156 3 13 155 131 133 160 160 43 2 48 150 40 482 475 4 52 2 48 47
split_gain=6.89782e-11 2.16337e-09 1.17202e-09 3.62655e-10 8.53711e-11 1.04335e-10 7.54109e-11 7.36917e-11 3.23777e-10 3.13579e-10 2.58273e-10 3.35707e-10 7.80238e-10 5.42338e-10 2.25454e-10 2.60407e-10 6.90427e-10 4.82419e-10 4.00449e-10 3.20196e-10 3.22068e-10 6.48082e-10 2.09621e-10 1.84299e-10 2.77106e-10 1.93497e-10 3.34325e-10 4.14644e-10 2.28126e-10 5.7991e-10
threshold=-0.083284999999999984 0.089165000000000008 -0.076764999999999986 0.10022000000000002 0.11527000000000001 0.049115000000000006 -0.092174999999999993 0.10613000000000002 0.10699500000000002 0.10497000000000002 -0.064074999999999979 -0.24163499999999996 0.10443000000000001 0.11854500000000001 1.0000000180025095e-35 0.089595000000000022 0.11205000000000002 0.086325000000000013 -0.083879999999999996 0.10981000000000002 -0.075224999999999986 0.11235000000000002 -0.049474999999999998 0.087425000000000017 -1.0000000180025095e-35 -0.010384999999999998 0.10263500000000002 0.12437500000000001 0.093440000000000009 0.092710000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 9 -9 -4 -10 12 -12 14 15 16 17 19 -17 -13 -21 23 -16 24 -22 26 27 -26 -27 -30
right_child=2 -3 7 -5 -6 -7 -8 8 10 -11 11 13 -14 -15 22 18 -18 -19 -20 20 21 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=-1.557286749872496e-07 -7.4844149069230348e-07 9.7161792100648556e-07 5.2691306783113833e-09 -4.5706562076475163e-07 1.8151862293047133e-07 -1.9742097420351368e-07 4.4904686800205442e-08 -3.4869256201848963e-07 3.3231775795511135e-07 2.9886334909799583e-07 -6.9106943112172838e-07 3.7354090011376688e-07 1.6295200651939013e-07 4.3336150920620443e-07 4.1119289988955649e-07 -5.2958849629738741e-07 5.6020726219685462e-07 -5.0859727187863822e-07 -7.9849169114494152e-08 -4.080600640256969e-07 -4.2767004754554452e-07 4.6499207681558976e-07 3.5757091467058308e-08 1.6594271395886651e-07 5.1624076161260745e-07 -1.9445778087450503e-08 -1.7014885800550575e-07 -6.5674846894125949e-08 -6.9932140880674919e-07 -9.3092936516580365e-09
leaf_weight=23 21 23 2168 20 21 31 101 30 21 37 23 20 20 27 20 26 20 21 83 22 22 26 58 32 25 70 36 24 21 29
leaf_count=23 21 23 2168 20 21 31 101 30 21 37 23 20 20 27 20 26 20 21 83 22 22 26 58 32 25 70 36 24 21 29
internal_value=0 5.41158e-08 -4.08543e-09 -5.35503e-08 -7.69628e-09 -3.33318e-08 7.69043e-09 1.34029e-09 -2.75445e-08 1.01957e-08 -1.26305e-08 -2.42207e-08 -2.9385e-07 -4.29964e-09 -2.55913e-08 -5.13646e-08 -1.11526e-08 -4.39893e-08 -1.87126e-07 -1.41521e-08 -3.9409e-08 -1.09517e-08 1.32023e-07 -5.87299e-08 -9.04018e-08 -5.42071e-08 6.1229e-08 2.31221e-07 -1.35974e-07 -2.99114e-07
internal_weight=0 219 2902 196 176 155 124 2881 676 2205 646 625 43 582 555 477 368 348 109 327 307 285 78 259 227 205 85 49 120 50
internal_count=3121 219 2902 196 176 155 124 2881 676 2205 646 625 43 582 555 477 368 348 109 327 307 285 78 259 227 205 85 49 120 50
is_linear=0
shrinkage=0.1


Tree=9442
num_leaves=31
num_cat=0
split_feature=1206 133 16 1 13 133 3 1208 402 133 16 1209 2 1212 1212 401 1210 1212 0 0 0 3 481 0 2 1 1 1 1 16
split_gain=7.18268e-11 7.13187e-11 2.45805e-10 2.98235e-10 1.88533e-10 1.37371e-10 1.26888e-10 1.13192e-10 5.44601e-10 1.11147e-10 9.18344e-10 1.53456e-10 8.57849e-10 8.98485e-11 2.24397e-10 8.21248e-10 6.45408e-10 1.18386e-10 8.10938e-11 1.19516e-09 6.77789e-10 6.12917e-10 2.12964e-10 2.59903e-10 1.57766e-09 2.10585e-10 3.23511e-09 1.73869e-09 2.67098e-10 6.45187e-10
threshold=1.0000000180025095e-35 0.50628500000000021 -0.052894999999999991 0.094385000000000011 -0.066634999999999986 0.41553500000000004 -0.085709999999999995 0.10233500000000001 -0.10145999999999998 0.26753000000000005 -0.080344999999999986 -0.084629999999999997 0.084715000000000013 -0.44605499999999992 -0.089544999999999986 0.11336 -0.15347999999999998 -0.14466499999999996 -0.082394999999999982 -0.082619999999999985 -0.082009999999999986 -0.084074999999999997 -0.16223499999999996 -0.083264999999999992 0.088225000000000012 0.092695000000000013 0.094220000000000012 0.091450000000000017 0.088975000000000012 -0.024819999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 7 -6 9 -9 11 -11 12 -1 -13 15 17 -16 -15 19 22 21 -20 -18 25 -25 27 -27 28 -24 -30
right_child=-2 2 -4 -5 6 -7 -8 8 -10 10 -12 13 -14 14 16 -17 18 -19 20 -21 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-2.3373462229869802e-07 -1.8890522692771584e-07 3.4809976270366863e-07 3.5589722233453358e-07 -3.0907730488208881e-07 1.4459032874706662e-07 -2.2628921154019163e-07 -1.9645838733595156e-07 -1.7898331237849638e-07 5.0197216731486032e-07 -5.1497628410501768e-07 2.3140415563335306e-07 -1.6149998028173027e-07 6.032701089490426e-07 1.3033817676545289e-07 -5.4431115065705693e-07 7.1831071636552223e-07 -3.0720736266749041e-07 -1.7585268433809428e-07 -1.3029360239613654e-08 -7.651899444399966e-07 4.0041618373486896e-09 7.2968551283736358e-07 -2.5452034209556548e-09 -2.6786786475196537e-07 9.0394555456896337e-07 1.2038602456552485e-06 -1.6425389086955583e-08 -9.5665870446737245e-07 -6.7553935863884366e-07 8.6476708105465158e-08
leaf_weight=25 20 22 25 23 24 27 20 24 23 32 34 35 24 23 22 20 23 28 20 21 1155 25 899 27 20 23 392 20 20 25
leaf_count=25 20 22 25 23 24 27 20 24 23 32 34 35 24 23 22 20 23 28 20 21 1155 25 899 27 20 23 392 20 20 25
internal_value=0 1.2132e-09 7.88408e-08 1.01592e-09 1.09079e-07 -1.74949e-09 -1.04318e-08 2.98676e-10 1.5425e-07 -2.18527e-09 -1.30477e-07 7.88837e-10 1.76227e-07 -2.28352e-09 -2.66666e-10 1.75213e-07 -4.89484e-09 -3.77666e-08 -4.50214e-10 -1.61962e-08 1.88386e-08 3.9959e-07 -5.34123e-09 -4.72419e-10 2.30776e-07 -8.35399e-09 5.12049e-08 -3.3994e-08 -1.4446e-08 -2.52197e-07
internal_weight=0 3101 114 89 66 2987 44 2960 47 2913 66 2847 49 2798 2763 71 2692 51 2670 1470 1200 45 1449 1426 47 1379 415 964 944 45
internal_count=3121 3101 114 89 66 2987 44 2960 47 2913 66 2847 49 2798 2763 71 2692 51 2670 1470 1200 45 1449 1426 47 1379 415 964 944 45
is_linear=0
shrinkage=0.1


Tree=9443
num_leaves=31
num_cat=0
split_feature=401 402 1213 1210 40 39 124 40 40 40 31 40 9 10 2 2 45 13 0 0 1186 48 457 16 3 159 151 47 3 42
split_gain=8.24054e-11 1.27511e-10 2.82173e-10 1.617e-10 7.26233e-11 1.99921e-10 1.06494e-10 9.04464e-11 1.2204e-10 8.60165e-11 1.25557e-10 1.38594e-10 1.13934e-10 1.74603e-10 2.48441e-10 9.52082e-11 8.09561e-11 9.00599e-11 3.31435e-10 2.96281e-10 2.62388e-10 2.0991e-10 3.42387e-10 2.31676e-10 2.8515e-10 6.84126e-10 5.20691e-10 7.34693e-10 8.89893e-10 3.46288e-09
threshold=-0.47263499999999997 -0.45454999999999995 0.0036000000000000003 0.26755500000000004 -0.24620999999999996 0.15619500000000003 0.14970500000000003 -0.09083999999999999 -0.085734999999999992 -0.083564999999999987 -0.082169999999999979 -0.081564999999999985 0.092890000000000014 0.053330000000000009 -0.080614999999999978 -0.0091949999999999983 0.094030000000000016 -0.004174999999999999 0.10455500000000001 -0.0058249999999999994 -0.085584999999999981 0.12879500000000002 0.11612500000000002 -0.5335399999999999 -0.049509999999999992 0.10545500000000001 -0.0038099999999999996 0.092165000000000011 0.086245000000000016 -0.018024999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 -6 -9 -10 -11 -12 13 14 -13 -16 17 18 19 -17 -19 22 23 -22 -25 26 -26 28 29 -28
right_child=1 3 -4 -5 5 -7 -8 8 9 10 11 12 -14 -15 15 16 -18 20 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-1.8458357852561373e-07 3.471772578039588e-07 1.9060459749198344e-07 -1.3460064053560929e-07 -2.8460014448228324e-07 -1.6213569187370655e-07 -3.0805057572739058e-07 2.3155718650968993e-07 2.4211281052814793e-07 -1.6827845750337171e-07 -2.2584094476011765e-07 2.2523165247788159e-07 3.0360584888613731e-07 1.7138940873013991e-07 -2.5378614402092758e-07 -2.1333414909328158e-07 -9.8976670911195131e-09 -1.4854803037028182e-07 3.2503249724805788e-07 -3.2903270323902946e-07 2.9252112067831257e-07 -2.1763669894703241e-07 -2.5523834357988598e-07 4.0023362929038816e-07 -1.1742392321943864e-08 -8.2296229664897737e-08 -3.910679331437203e-07 -9.4886663977907429e-08 -2.7745325184014294e-07 1.4586707923664448e-07 1.5384221899807927e-06
leaf_weight=24 31 20 20 20 34 21 20 21 30 24 28 27 39 27 21 1769 36 29 32 33 40 27 24 505 53 23 27 20 71 25
leaf_count=24 31 20 20 20 34 21 20 21 30 24 28 27 39 27 21 1769 36 29 32 33 40 27 24 505 53 23 27 20 71 25
internal_value=0 1.43161e-09 1.58245e-07 -1.19395e-09 6.79186e-10 -5.84456e-10 1.57862e-09 2.73334e-11 1.90845e-09 1.75013e-10 1.92974e-09 3.84378e-09 1.65182e-09 -7.2171e-10 1.75213e-09 -1.22778e-09 4.13425e-10 2.41589e-09 -1.00244e-08 -4.35948e-09 2.94486e-08 1.89309e-08 2.8325e-08 1.6642e-08 2.95856e-08 1.24885e-07 1.85431e-07 2.84658e-07 3.76058e-07 6.90358e-07
internal_weight=0 3097 51 3046 3026 3006 2985 2965 2931 2910 2880 2856 2828 2789 2762 2735 2714 2678 1834 1802 844 815 788 764 724 219 196 143 123 52
internal_count=3121 3097 51 3046 3026 3006 2985 2965 2931 2910 2880 2856 2828 2789 2762 2735 2714 2678 1834 1802 844 815 788 764 724 219 196 143 123 52
is_linear=0
shrinkage=0.1


Tree=9444
num_leaves=31
num_cat=0
split_feature=1429 156 44 132 50 394 1203 1176 1429 49 49 49 133 157 484 15 1429 151 15 43 43 3 159 3 3 4 42 15 130 130
split_gain=9.09925e-11 1.53449e-10 7.15361e-11 6.55665e-11 1.91689e-09 1.13008e-09 3.48528e-10 7.72689e-11 7.38877e-11 8.04761e-11 2.78524e-10 4.60538e-10 3.82003e-10 2.64792e-10 5.9345e-10 1.97127e-09 4.44666e-10 2.41819e-10 3.31152e-10 3.02537e-10 7.68247e-10 3.21683e-10 1.97761e-10 2.12689e-10 4.97151e-10 2.18031e-10 3.87569e-10 2.81462e-10 1.45681e-10 1.81556e-10
threshold=-0.23752499999999996 0.32523500000000005 0.094585000000000016 -0.083284999999999984 0.10022000000000002 0.12358500000000001 0.089480000000000018 0.087330000000000019 -0.13895999999999997 0.088930000000000009 0.08610000000000001 0.084945000000000007 0.085520000000000013 -0.087424999999999989 0.086135000000000017 -0.067579999999999987 0.083725000000000008 -0.27559499999999998 -0.13578499999999996 -0.095589999999999994 -0.082064999999999985 -0.07928499999999998 0.085035000000000013 -0.079864999999999978 -0.076969999999999997 0.056795000000000005 0.096235000000000015 -0.045854999999999993 0.11957000000000002 0.10269000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 7 -2 8 -5 10 11 28 -12 -11 16 -16 17 18 -15 21 -21 -19 23 -22 -25 27 -27 -26 29 -10
right_child=1 -3 -4 5 -6 -7 -8 -9 9 13 12 -13 -14 14 15 -17 -18 19 -20 20 22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-2.0265505856865605e-07 9.2174163242395237e-10 2.7753448648581981e-07 1.3600015186535818e-07 -1.9374536051941506e-07 9.837077146812591e-07 -7.5515617510291126e-07 -4.3948115589387273e-07 1.9031240894730133e-07 4.0232999587790254e-09 -3.4456754073525429e-07 4.6636199688994876e-07 -4.7665947505493028e-07 -8.9731984839350591e-08 -8.6928898645549893e-08 -1.7222020215849438e-07 1.0469082326380886e-06 -5.071114261764623e-07 4.4285260225067415e-07 4.6231625674408864e-07 -6.3737233361940495e-07 -3.1803055951703152e-07 -9.848324241523228e-08 1.6103826386380234e-07 4.1364256489373477e-07 -5.6446450828605611e-07 -2.1661471140704994e-07 3.3293226698290144e-07 -4.0288373099883759e-08 -2.6340915482592214e-07 2.2736930948458642e-07
leaf_weight=22 177 20 38 20 20 20 20 21 2230 27 30 20 21 23 36 21 22 21 21 26 36 23 34 20 21 33 21 20 20 37
leaf_count=22 177 20 38 20 20 20 20 21 2230 27 30 20 21 23 36 21 22 21 21 26 36 23 34 20 21 33 21 20 20 37
internal_value=0 1.43763e-09 -3.55787e-10 -2.05968e-09 5.0911e-08 -6.13001e-09 -4.37892e-08 -7.87457e-10 -2.22946e-09 -8.43171e-10 6.22975e-09 1.11974e-09 2.37382e-07 -4.20233e-08 -2.0413e-08 2.76932e-07 -7.32126e-08 -4.12869e-08 1.75211e-07 -7.86434e-08 -1.28383e-07 1.59882e-07 -5.68496e-08 -1.0591e-07 -3.95076e-08 -1.34908e-07 -2.902e-09 -3.08769e-07 5.29796e-09 7.66856e-09
internal_weight=0 3099 3079 3041 217 2824 197 2804 2783 2763 2358 2307 51 405 378 57 321 299 44 255 211 44 185 151 115 95 54 41 2287 2267
internal_count=3121 3099 3079 3041 217 2824 197 2804 2783 2763 2358 2307 51 405 378 57 321 299 44 255 211 44 185 151 115 95 54 41 2287 2267
is_linear=0
shrinkage=0.1


Tree=9445
num_leaves=31
num_cat=0
split_feature=1429 156 132 394 1186 15 132 0 12 3 400 394 390 3 3 2 133 1209 0 402 399 1212 0 0 0 1456 133 1447 43 15
split_gain=7.37039e-11 1.24294e-10 7.27591e-11 3.902e-10 1.9405e-10 1.80427e-10 7.63913e-11 1.31262e-10 1.17979e-10 1.57633e-10 1.08267e-10 6.85936e-11 1.703e-10 7.0004e-11 3.87154e-10 3.75566e-10 2.41153e-10 7.35559e-10 4.13622e-10 3.24623e-10 3.02131e-10 2.68008e-10 2.46719e-10 6.43737e-10 5.89389e-10 5.03774e-10 4.1771e-10 4.00777e-10 3.84579e-10 5.33431e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.083174999999999985 0.10969000000000002 0.049580000000000006 0.092400000000000024 -0.085749999999999979 -0.09515499999999999 0.11418000000000002 -0.080104999999999996 -0.082339999999999983 -0.12099999999999998 0.090205000000000007 -0.082594999999999988 -0.082974999999999979 0.083795000000000022 0.40431 -0.085894999999999985 -0.07929499999999999 -0.092414999999999983 -0.084269999999999984 0.087490000000000012 -0.086554999999999979 -0.087319999999999995 -0.085804999999999979 -0.15308499999999997 0.10995500000000001 -0.08477999999999998 -0.013024999999999998 0.050935000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 11 5 6 7 -2 9 10 -9 -4 13 14 16 -16 17 -13 -18 21 -21 -19 23 26 -24 -26 28 -27 29 -22
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12 12 -14 -15 15 -17 18 19 -20 20 22 -23 24 -25 25 27 -28 -29 -30 -31
leaf_value=-1.8238956507523407e-07 1.500139530226837e-07 2.4978101464512293e-07 1.3406783620583059e-07 4.1417257225772197e-07 -3.4484524489709569e-07 -2.7643210341921079e-07 1.726253650531362e-07 -2.7483695765278586e-07 -2.6095799796621579e-07 2.1020521031637741e-07 -2.0901519440295212e-09 -5.897550542905654e-07 -2.8489682766993005e-07 -1.1899096731219934e-08 -4.9425456309522403e-08 4.7784682676267824e-07 -1.9518496780316734e-08 -3.1641275940093767e-08 5.5913267084677153e-07 3.7896889784737264e-07 2.2745096872218728e-08 -5.2729673484464e-07 -4.7132071756550431e-07 6.226581284690405e-07 4.3751234477440446e-07 -3.8329547641265454e-07 4.5346462155501523e-07 -1.7464336694219752e-09 1.8139272364484297e-07 -4.0618801073413547e-07
leaf_weight=22 36 20 38 23 21 25 25 22 25 23 43 21 21 1678 22 35 30 24 21 23 113 20 28 21 25 29 23 543 82 39
leaf_count=22 36 20 38 23 21 25 25 22 25 23 43 21 21 1678 22 35 30 24 21 23 113 20 28 21 25 29 23 543 82 39
internal_value=0 1.29392e-09 -3.2016e-10 3.94409e-09 -5.57361e-08 -2.52271e-08 1.08656e-08 -1.62753e-08 -6.92524e-08 -1.47906e-08 -9.44045e-08 6.17135e-10 -1.19528e-09 9.50108e-10 2.05688e-08 2.74338e-07 6.687e-09 -4.22641e-09 2.1875e-07 8.44998e-09 2.10603e-08 -2.56939e-07 1.19441e-08 9.03186e-08 -2.29169e-08 -1.88622e-09 4.68201e-08 -2.10907e-08 6.85071e-09 -8.73101e-08
internal_weight=0 3099 3079 2859 220 199 174 149 113 88 65 2836 2798 2777 1099 57 1042 991 51 970 926 44 903 278 625 597 257 572 234 152
internal_count=3121 3099 3079 2859 220 199 174 149 113 88 65 2836 2798 2777 1099 57 1042 991 51 970 926 44 903 278 625 597 257 572 234 152
is_linear=0
shrinkage=0.1


Tree=9446
num_leaves=31
num_cat=0
split_feature=156 156 1429 474 481 50 132 1203 1185 50 1456 42 12 133 1456 4 15 133 1 1452 1456 482 482 1 482 483 482 133 1447 480
split_gain=8.89628e-11 1.07497e-10 1.00017e-10 1.77184e-10 6.86013e-11 8.82725e-11 7.72937e-11 1.94063e-09 1.09338e-09 2.62008e-10 7.70452e-11 5.02485e-10 4.02376e-10 4.34597e-10 3.59208e-10 2.80748e-10 6.36642e-10 1.68285e-10 1.40886e-10 1.09639e-10 1.74852e-10 1.29188e-10 1.63029e-10 4.37555e-10 3.96705e-10 5.35743e-10 3.1698e-10 1.33231e-10 9.96017e-10 8.63425e-10
threshold=0.3248100000000001 0.14862 0.12387000000000002 -0.23025999999999996 0.15658500000000003 0.14794500000000002 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.087730000000000016 -0.079429999999999987 0.094165000000000013 0.089300000000000004 0.088035000000000016 -0.074164999999999995 -0.081609999999999988 -0.013969999999999998 0.086365000000000011 0.07863500000000001 0.10204000000000001 -0.011624999999999998 0.11117500000000001 0.098465000000000011 0.16540500000000002 0.089745000000000005 0.086010000000000017 0.087870000000000018 0.048520000000000008 0.022105000000000003 0.10272000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 9 -8 -5 11 12 13 15 -12 -10 17 18 -17 20 -16 22 23 24 26 -26 27 28 -22 -29
right_child=-2 -3 -4 4 -6 -7 8 -9 10 -11 14 -13 -14 -15 19 16 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=2.7206124499912224e-07 -1.9593566242332124e-07 2.269461974029647e-07 -2.1756500147706082e-07 3.0978511949128653e-09 1.7522098270913748e-07 -2.1139578592510592e-07 -7.0726984543770499e-07 9.7039212972406726e-07 -2.6707082563535226e-07 -3.4362316409897177e-07 4.2734827218282587e-07 -5.3473977800422291e-07 3.0349312325483883e-07 -4.8809115262635971e-07 -2.2218570580077671e-07 -3.0581381033860975e-07 5.8055297131431876e-07 1.7650940471660514e-07 2.4365822071104049e-08 2.06172722463713e-07 -6.2300939444860003e-09 2.4987601693602473e-07 -2.2344739156743289e-07 4.5823207767084349e-07 2.1717707824109313e-08 -6.6341923457002858e-07 3.8326498900625502e-07 1.7165345550217498e-08 -6.9981171117476723e-07 6.5206642070527534e-07
leaf_weight=24 23 21 21 170 22 20 22 21 31 25 20 20 34 22 35 28 20 22 24 26 1473 21 32 21 25 21 22 812 21 22
leaf_count=24 23 21 21 170 22 20 22 21 31 25 20 20 34 22 35 28 20 22 24 26 1473 21 32 21 25 21 22 812 21 22
internal_value=0 1.46399e-09 -7.48913e-11 1.41964e-09 -7.2264e-10 -2.00861e-09 -6.08024e-10 5.70106e-08 -5.09455e-09 -4.13536e-08 5.1877e-10 -5.90894e-08 -6.53136e-09 -7.82377e-08 5.21546e-09 -6.10349e-09 7.99602e-08 -5.53351e-08 -1.53423e-07 1.87976e-09 -2.40651e-10 2.90432e-09 7.86555e-10 3.75531e-09 -2.27998e-10 -2.91062e-07 5.46493e-09 1.89465e-09 -1.59792e-08 3.39133e-08
internal_weight=0 3098 3077 3056 3032 3010 2990 216 2774 195 2752 201 181 147 2551 125 94 74 52 2531 2505 2470 2449 2417 2396 46 2350 2328 1494 834
internal_count=3121 3098 3077 3056 3032 3010 2990 216 2774 195 2752 201 181 147 2551 125 94 74 52 2531 2505 2470 2449 2417 2396 46 2350 2328 1494 834
is_linear=0
shrinkage=0.1


Tree=9447
num_leaves=31
num_cat=0
split_feature=1 3 50 1 1 48 1 47 1 1348 147 2 2 482 2 484 51 2 42 16 2 4 51 0 4 160 2 14 474 4
split_gain=7.52512e-11 8.04749e-11 2.10557e-10 2.55324e-10 1.1229e-09 3.02387e-10 2.22993e-10 2.06705e-10 1.44388e-10 1.43152e-10 1.53259e-10 1.16793e-10 6.32134e-10 2.70837e-10 2.54587e-10 7.6083e-10 7.25794e-10 8.05022e-10 7.18515e-10 8.54592e-10 2.7861e-10 5.65025e-10 2.60779e-10 2.46772e-10 2.66963e-10 5.66109e-10 2.09976e-10 4.27202e-10 3.40181e-10 3.00558e-10
threshold=0.16773500000000005 0.10893000000000001 0.091320000000000012 0.11212500000000002 0.10658000000000002 0.10833500000000001 0.099195000000000019 0.12958500000000003 0.11690500000000002 0.090600000000000014 0.095485000000000014 0.10584500000000001 0.10497000000000002 0.090355000000000005 0.11237500000000002 0.096415000000000015 -0.057604999999999996 0.10981000000000002 -1.0000000180025095e-35 -0.018494999999999998 0.11682500000000001 0.057560000000000007 -1.0000000180025095e-35 0.16094000000000003 -0.51843499999999987 -0.0071899999999999993 0.10402500000000002 -0.23960999999999996 0.10607000000000001 -0.018869999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 6 8 -3 -4 -5 10 11 12 23 14 16 20 17 -13 -18 -20 21 22 -16 24 25 -1 27 -26 -29 -30
right_child=-2 2 7 5 -6 -7 -8 -9 -10 -11 -12 13 -14 -15 15 -17 18 -19 19 -21 -22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=1.0634846416411934e-07 -1.8020886496673406e-07 1.8892250586497121e-07 -3.8146159297980375e-07 3.3179313163600455e-07 8.2553978462902189e-07 -2.8499395804610011e-07 -2.293645053441651e-07 7.3186314040185617e-08 3.3816373186725508e-08 -2.7000827543588459e-07 2.5555684430855762e-07 -1.9277687248872739e-07 4.7815489909096098e-07 2.2531338206941682e-07 -2.7550849125645986e-07 -6.0024352692488768e-07 2.5035737327705479e-08 5.9469689106316817e-07 -2.248267284343797e-07 -1.0051449444290483e-06 -3.0599718694324473e-08 6.0308935930641431e-07 1.9727562151469362e-07 3.0640867828642866e-07 3.6742988775984034e-07 -6.3704254586127714e-07 -2.7085462010388382e-07 4.8229024412353224e-09 -1.5440468246197271e-08 -5.6367202034834922e-07
leaf_weight=21 23 26 20 20 23 27 25 20 87 20 23 34 28 34 20 21 32 21 32 25 234 23 28 26 32 20 28 2108 20 20
leaf_count=21 23 26 20 20 23 27 25 20 87 20 23 34 28 34 20 21 32 21 32 25 234 23 28 26 32 20 28 2108 20 20
internal_value=0 1.34224e-09 5.59792e-08 9.63862e-08 2.45477e-07 1.40526e-08 -1.61201e-08 -1.54138e-07 8.9513e-08 -3.41213e-09 -1.52806e-09 -3.63456e-09 5.90781e-09 -4.72379e-08 -6.69544e-08 -1.80394e-08 -1.77692e-07 1.07895e-07 -3.54179e-07 -5.67072e-07 2.20468e-08 1.95558e-07 2.82241e-10 9.55376e-11 -3.44565e-09 -2.56281e-07 1.24921e-09 4.74412e-09 -6.59018e-10 -2.89556e-07
internal_weight=0 3098 248 208 74 134 51 40 107 2850 2830 2807 2303 504 470 326 144 55 89 57 305 71 48 2275 2249 41 2208 2180 2148 40
internal_count=3121 3098 248 208 74 134 51 40 107 2850 2830 2807 2303 504 470 326 144 55 89 57 305 71 48 2275 2249 41 2208 2180 2148 40
is_linear=0
shrinkage=0.1


Tree=9448
num_leaves=31
num_cat=0
split_feature=132 1185 1203 50 2 51 474 157 471 475 1455 15 483 481 133 133 1447 42 42 481 475 475 13 1455 158 159 158 475 123 2
split_gain=7.38934e-11 4.56329e-10 2.91021e-10 6.92207e-11 2.54771e-10 1.07909e-10 9.41418e-11 1.52897e-10 9.53687e-11 1.30221e-10 9.82434e-11 3.22394e-10 2.44549e-10 1.7922e-10 8.62211e-10 9.51434e-10 1.23483e-09 7.81788e-10 4.791e-10 4.70015e-10 1.42584e-10 4.10422e-10 2.50856e-10 1.43561e-10 1.32094e-10 2.71201e-10 2.64024e-10 1.15084e-10 1.03114e-10 1.34411e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.46943999999999991 0.10981000000000002 -0.43587999999999999 -0.26322499999999993 0.23903500000000003 0.094575000000000006 0.12518500000000002 -0.097209999999999977 0.088495000000000018 0.13622000000000004 -0.081614999999999979 -0.0084449999999999994 0.087625000000000022 0.022105000000000003 0.087405000000000024 0.083935000000000023 -0.079764999999999989 -0.086349999999999982 -0.085024999999999989 -0.069964999999999986 -0.065979999999999983 0.10490000000000001 0.11084000000000001 0.10874500000000002 -0.10023499999999998 0.11679000000000002 0.10584500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -5 -7 8 9 10 11 -8 13 14 -12 16 17 18 -16 -15 22 -22 -21 -23 28 26 -26 -24 29 -25
right_child=1 3 -4 5 -6 6 7 -9 -10 -11 12 -13 -14 19 15 -17 -18 -19 -20 20 21 23 27 24 25 -27 -28 -29 -30 -31
leaf_value=-1.2105189699197872e-08 4.6872143327293867e-07 -3.8608537838769058e-07 -3.569779147711521e-07 2.0174136563110991e-07 1.0192632917393063e-07 -1.8496115006672444e-07 9.9440799369669248e-08 2.3517126552162284e-07 -1.6613644955963111e-07 2.4469430674013316e-07 7.1820115987719646e-07 -3.7237000292122959e-07 3.5159041118504324e-07 -4.885870415094473e-07 9.0654531042109124e-08 4.6344421759038278e-07 -8.0913074136581366e-07 5.6024466251377214e-07 -5.4555041042902993e-07 3.580400795992015e-07 -3.6768593691161392e-07 -2.054163335220865e-07 -1.861530619640646e-07 7.9836547042214117e-09 5.0974068462513366e-07 -9.4290774898451799e-08 6.1351972562831711e-08 1.2597746316739883e-07 1.7502663247626062e-07 -5.035367062490439e-08
leaf_weight=194 21 20 28 27 23 27 30 28 34 22 20 28 20 20 29 34 22 21 20 30 31 34 21 1673 24 35 29 27 32 517
leaf_count=194 21 20 28 27 23 27 30 28 34 22 20 28 20 20 29 34 22 21 20 30 31 34 21 1673 24 35 29 27 32 517
internal_value=0 4.25904e-09 -5.56027e-08 8.69984e-10 -1.25056e-07 2.77997e-09 8.6688e-10 2.67104e-09 3.0634e-10 2.38764e-09 4.11093e-10 -1.2833e-07 3.24057e-09 5.80392e-10 1.08242e-07 1.14233e-08 -1.55628e-07 4.97587e-08 -1.69021e-07 -5.7757e-09 -1.83921e-09 -6.2084e-09 1.31197e-07 -1.42777e-09 1.57466e-09 1.21736e-07 2.64396e-07 -1.05796e-08 -3.18422e-09 -5.78822e-09
internal_weight=0 2899 222 2878 43 2835 2808 2781 2753 2719 2697 58 2639 2619 146 126 92 70 49 2473 2453 2375 78 2344 2310 88 53 48 2222 2190
internal_count=3121 2899 222 2878 43 2835 2808 2781 2753 2719 2697 58 2639 2619 146 126 92 70 49 2473 2453 2375 78 2344 2310 88 53 48 2222 2190
is_linear=0
shrinkage=0.1


Tree=9449
num_leaves=31
num_cat=0
split_feature=401 401 16 402 402 42 52 133 16 42 133 132 15 1204 1186 394 12 130 1212 1212 402 401 1209 1212 402 42 12 402 129 402
split_gain=6.98897e-11 9.74724e-11 2.47572e-10 9.88965e-11 1.01976e-10 1.90751e-10 1.03053e-10 9.68409e-11 7.06674e-10 8.64951e-10 1.72237e-10 6.73735e-11 2.07218e-09 1.27708e-09 3.72705e-10 2.8363e-10 9.4301e-11 1.21023e-10 9.35594e-11 3.72635e-10 5.63423e-10 1.82876e-10 1.70363e-10 2.81096e-10 1.66625e-10 1.61455e-10 1.91395e-10 1.56662e-10 2.78349e-10 2.79844e-10
threshold=-0.47263499999999997 -0.13200999999999999 -0.066924999999999985 -0.43418999999999991 -0.10770499999999998 0.11747 0.089575000000000016 0.26753000000000005 -0.071359999999999993 0.10369500000000002 0.2590050000000001 -0.083284999999999984 0.091915000000000011 -0.082199999999999981 0.0044650000000000011 0.10969000000000002 0.11527000000000001 0.087380000000000013 -0.09386499999999999 -0.088629999999999987 -0.09521499999999998 0.11444000000000001 -0.065739999999999979 -1.0000000180025095e-35 0.11174500000000002 0.085010000000000016 0.092255000000000018 0.10668000000000001 -0.08133 0.094750000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 10 9 -9 11 12 14 -13 16 18 17 -6 25 -20 -21 22 -22 -24 27 -15 -27 28 -25 -30
right_child=1 3 -4 4 7 -7 -8 8 -10 -11 -12 13 -14 15 -16 -17 -18 -19 19 20 21 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-1.6998119842052501e-07 -5.6486271526878796e-08 -1.7329624403766338e-07 3.5894905378287293e-07 1.1220144879864336e-07 1.7872347720002421e-08 3.2852300019793869e-07 -1.7716085391583648e-07 7.212406847442895e-08 3.5875665697441644e-07 -6.5822773280391655e-07 2.6771631098654327e-07 -6.3352958961093726e-07 9.7121066679826318e-07 -2.9008687041217248e-07 -4.5188429648338313e-07 3.7723715877291399e-07 1.7020210362462563e-07 -1.9512367891315484e-07 3.8705193219357173e-07 -5.1673502823524315e-07 -2.4481360593345665e-07 2.4884594464443433e-07 3.7661589715298758e-07 3.7246240424337885e-07 -2.0757345948284544e-07 1.1311293969070946e-07 -2.4952795508232327e-07 2.7543290403151505e-07 3.1076259370407238e-09 -2.3383226022133385e-07
leaf_weight=24 32 33 26 32 103 27 20 34 24 31 24 32 22 30 21 20 26 36 25 21 28 30 20 20 38 43 22 21 2205 51
leaf_count=24 32 33 26 32 103 27 20 34 24 31 24 32 22 30 21 20 26 36 25 21 28 30 20 20 38 43 22 21 2205 51
internal_value=0 1.32662e-09 1.29743e-07 -1.12424e-09 7.6587e-10 1.12878e-07 9.08255e-10 -2.26004e-09 -1.04974e-07 -2.76198e-07 9.61077e-10 -1.31402e-09 5.34554e-08 -5.68548e-09 -5.50963e-08 2.11988e-09 -4.59604e-09 -3.72921e-08 -8.17607e-10 2.94437e-09 -1.00086e-09 3.4875e-09 3.98638e-10 3.31411e-09 1.16667e-10 -9.81933e-08 -9.62706e-09 3.55255e-09 1.04399e-09 -2.24873e-09
internal_weight=0 3097 58 3039 3006 79 52 2927 89 65 2838 2814 208 2606 186 2574 165 139 2554 2459 2434 2413 2383 2355 2335 95 65 2297 2276 2256
internal_count=3121 3097 58 3039 3006 79 52 2927 89 65 2838 2814 208 2606 186 2574 165 139 2554 2459 2434 2413 2383 2355 2335 95 65 2297 2276 2256
is_linear=0
shrinkage=0.1


Tree=9450
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1201 1210 0 403 52 15 2 1210 3 12 12 482 1455 1454 52 12 480 1456 1456 0 12 4 483 52 15 1447 0
split_gain=7.03093e-11 3.38295e-10 2.19826e-10 8.04366e-11 8.57945e-11 8.84897e-10 1.2701e-09 1.51202e-09 1.53577e-09 8.45811e-10 1.14567e-10 1.02584e-10 7.88958e-11 7.7302e-10 4.78136e-10 3.47426e-10 5.24999e-10 3.43093e-10 8.49964e-10 3.05461e-10 3.04207e-10 5.77028e-10 2.88092e-10 8.85993e-10 5.42464e-10 2.88235e-10 3.65062e-10 3.46627e-10 2.23839e-10 2.20135e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.080909999999999996 -0.064344999999999999 -0.086934999999999985 -0.0031149999999999997 0.090245000000000006 0.089485000000000023 0.084715000000000013 -0.0095099999999999976 -0.081814999999999985 0.089505000000000015 0.089735000000000023 -0.23722499999999996 0.11192500000000001 0.088250000000000009 0.31359500000000001 0.088045000000000012 -1.0000000180025095e-35 -0.079429999999999987 -0.045159999999999999 0.12445000000000002 0.099400000000000002 -0.50262499999999988 0.10143000000000001 0.029970000000000007 -0.43375999999999998 -0.072479999999999989 -0.11242999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 7 8 9 -7 11 -6 14 -14 -12 16 19 -16 29 -15 -21 -22 24 -24 -23 27 -27 -26 -29 -19
right_child=1 3 -4 4 10 6 -8 -9 -10 -11 12 -13 13 15 17 -17 -18 18 -20 20 21 22 23 -25 25 26 -28 28 -30 -31
leaf_value=-1.6434694649854126e-08 4.0406060212002816e-07 1.5646133790321047e-07 -3.1616855754431789e-07 -5.1735679924356443e-07 -3.3838080508548261e-09 -3.9533651028764523e-07 7.2865499722565214e-07 7.5913271679778089e-07 -8.65627936737686e-07 3.7689491490267319e-07 -4.679928659480419e-07 -2.7693322683011625e-07 5.3843289009591906e-07 3.5834148685391182e-07 1.829084747636042e-09 3.4039460463948978e-07 -4.8805053399870643e-07 2.1666051258269669e-07 -7.5683049076468754e-07 -2.9215133659071009e-07 5.3945265943156073e-07 -5.1988570194658854e-07 -1.3727711113368194e-07 7.4086992015054424e-07 4.1111621934912066e-07 7.3815065917415271e-08 -4.9446293817713747e-07 -3.1513390865711702e-07 8.9896496705563495e-09 -1.7220781341460975e-07
leaf_weight=194 21 33 28 22 26 23 31 21 24 37 23 29 28 24 1535 30 22 24 21 35 20 21 27 20 21 20 26 22 676 37
leaf_count=194 21 33 28 22 26 23 31 21 24 37 23 29 28 24 1535 30 22 24 21 35 20 21 27 20 21 20 26 22 676 37
internal_value=0 4.15295e-09 -5.4239e-08 1.23493e-09 -5.65584e-10 7.10477e-08 1.66231e-07 1.81797e-10 -1.89556e-07 8.08729e-08 -4.77657e-09 -1.47619e-07 -1.79164e-09 2.04696e-08 -1.5257e-08 5.42506e-09 -5.33413e-09 -8.81734e-09 -2.08113e-07 6.31034e-09 -3.20401e-09 8.65197e-09 -4.09234e-09 2.36402e-07 -1.84731e-08 -4.70881e-09 -2.47386e-07 1.08171e-08 -1.22628e-09 -1.92104e-08
internal_weight=0 2899 222 2878 2845 158 136 105 84 60 2687 55 2632 992 1640 964 934 1617 82 912 888 853 833 47 786 765 46 719 698 61
internal_count=3121 2899 222 2878 2845 158 136 105 84 60 2687 55 2632 992 1640 964 934 1617 82 912 888 853 833 47 786 765 46 719 698 61
is_linear=0
shrinkage=0.1


Tree=9451
num_leaves=31
num_cat=0
split_feature=12 130 1210 2 1208 1209 402 403 1203 13 52 160 403 43 1213 4 2 0 1201 131 131 1447 4 160 480 0 480 51 160 1428
split_gain=6.83001e-11 1.53912e-10 6.65846e-11 8.89118e-10 8.84619e-11 3.84018e-10 6.91125e-11 7.19108e-11 2.66949e-10 2.8041e-10 4.09098e-10 1.06776e-09 3.61397e-10 3.00772e-10 1.42883e-10 1.74117e-10 3.68991e-10 1.38949e-10 1.32655e-10 8.72759e-11 4.04912e-10 5.24229e-10 8.63745e-10 2.17881e-10 1.45032e-10 3.9511e-10 1.70648e-10 2.16678e-10 4.01156e-10 1.63105e-10
threshold=0.23631000000000002 -0.22562499999999999 -0.13847499999999999 0.084885000000000002 0.11846000000000001 0.11240000000000001 0.13775000000000001 -0.090774999999999981 0.085685000000000011 -0.085964999999999986 -0.0092699999999999987 -0.025879999999999997 -0.53255499999999989 -0.0090299999999999981 0.093235000000000026 -0.07168999999999999 0.088555000000000009 -0.081094999999999987 -0.081779999999999978 0.090690000000000007 0.090150000000000022 0.059120000000000013 -0.0078799999999999981 -0.4136149999999999 0.10344000000000002 -0.079829999999999998 0.086850000000000024 -0.025879999999999997 -0.063384999999999983 -0.071779999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 9 13 -11 -12 -13 -4 15 16 17 -14 -9 20 21 24 -23 -21 26 -26 29 -28 -29 -20
right_child=-2 2 4 -5 -6 -7 -8 18 -10 10 11 12 14 -15 -16 -17 -18 -19 19 23 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=2.4839897085371376e-07 -1.7168347677229774e-07 5.641754901262175e-07 5.2213528687973714e-07 -2.0369539718582305e-07 1.8835976011525684e-07 -3.8703717769167798e-07 -1.8630056715096545e-07 -2.5544640580154099e-07 3.7369783508043128e-07 -3.4757007102491439e-07 6.1241672237125999e-07 -3.7314636904100909e-07 -1.2998721670221655e-07 2.8695975705280339e-08 1.7914835607614676e-07 1.5495797307376679e-07 -4.9001253005696656e-07 1.9019723637207473e-07 -2.6650891004464942e-07 3.6136390262765329e-07 -4.093636634934228e-07 8.1997954623602722e-07 -9.8268843441387404e-08 2.4812074042723883e-08 -4.5677517382850622e-07 6.804626926371072e-08 -1.572668421090384e-07 1.9337362942137958e-10 4.9693303008156961e-07 -9.5868882056559409e-09
leaf_weight=25 23 25 21 38 24 26 20 21 23 34 27 31 33 30 35 29 21 23 25 21 25 20 21 229 26 32 20 37 29 2127
leaf_count=25 23 25 21 38 24 26 20 21 23 34 27 31 33 30 35 29 21 23 25 21 25 20 21 229 26 32 20 37 29 2127
internal_value=0 1.27941e-09 -7.30998e-10 1.01015e-07 -2.86057e-09 -4.39751e-09 -1.03648e-09 2.23818e-10 4.60253e-08 1.94885e-08 -2.7e-08 2.77708e-08 -6.40051e-08 2.31877e-07 3.96219e-09 -5.38823e-08 -1.32536e-07 1.51711e-09 -5.1165e-09 -3.10389e-09 -9.0508e-09 -4.76846e-09 3.49657e-07 5.30824e-08 -1.10975e-08 -1.67219e-07 -7.05146e-09 1.3108e-07 2.18458e-07 -1.25716e-08
internal_weight=0 3098 3073 63 3010 2986 2960 2940 307 284 233 199 172 51 141 106 77 56 2633 2612 2362 2337 41 250 2296 58 2238 86 66 2152
internal_count=3121 3098 3073 63 3010 2986 2960 2940 307 284 233 199 172 51 141 106 77 56 2633 2612 2362 2337 41 250 2296 58 2238 86 66 2152
is_linear=0
shrinkage=0.1


Tree=9452
num_leaves=31
num_cat=0
split_feature=130 10 0 40 4 46 46 1426 10 4 52 52 52 3 52 42 1213 13 13 3 13 131 3 13 15 3 52 2 2 2
split_gain=6.89415e-11 1.7997e-10 3.39441e-10 1.86056e-10 9.35347e-11 7.5562e-11 9.50837e-11 9.9661e-11 8.80542e-11 1.7462e-09 1.06108e-10 4.45097e-10 3.30107e-10 8.80457e-10 6.83035e-10 5.55169e-10 3.02452e-10 2.3147e-10 2.71125e-10 6.89702e-10 5.63376e-10 9.99279e-10 1.88865e-09 8.62168e-10 4.09436e-10 3.79963e-10 2.41446e-10 2.0936e-10 2.05176e-10 3.48569e-10
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.63113500000000011 0.10987500000000001 0.083550000000000013 -0.094284999999999994 -0.011559999999999999 0.053180000000000012 0.091275000000000009 0.090245000000000006 0.10160000000000001 -0.071329999999999991 0.10611000000000001 0.089535000000000017 0.10050000000000002 -0.10278499999999999 -0.083499999999999977 -0.077774999999999983 -0.077944999999999987 0.08956500000000002 -0.073309999999999986 -0.076599999999999988 0.092400000000000024 -0.086224999999999982 0.26391000000000003 0.088930000000000023 0.11177500000000001 0.11747
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 -5 9 -9 11 -10 13 15 -14 27 17 -16 19 25 21 22 24 -22 -20 -19 -27 -12 -25 -30
right_child=1 3 -4 4 -6 -7 -8 8 10 -11 12 -13 14 -15 16 -17 -18 18 20 -21 23 -23 -24 28 -26 26 -28 -29 29 -31
leaf_value=-1.8506211688418261e-07 -7.1478158469333376e-08 -2.9822115699235362e-07 5.0415938744663437e-07 2.112530912706296e-07 1.9709404040687182e-07 1.8792179251444657e-07 -1.966369757155917e-07 -6.7150247460290304e-07 5.4213498789774943e-09 3.8264076679159635e-07 -1.1900679876614757e-07 4.0663553479346001e-07 4.1691002626483473e-07 -7.7675655469582642e-07 2.381271853103113e-07 -4.9982674703469024e-07 -3.9662595024868675e-07 -4.1997277207883602e-07 3.7683142181776932e-07 -6.2165140978829813e-07 -6.8145030701045822e-07 -3.5729089430896528e-07 1.1774442622357708e-06 4.8318557355209181e-08 -2.3579958217112564e-07 3.5786196379138434e-07 -4.8678782456808758e-08 2.4722307236094968e-07 -5.0938727344629345e-07 1.9114397531438952e-09
leaf_weight=20 21 21 20 22 24 21 25 30 2215 33 27 28 36 21 33 21 22 20 20 26 21 22 22 160 24 21 48 37 20 40
leaf_count=20 21 21 20 22 24 21 25 30 2215 33 27 28 36 21 33 21 22 20 20 26 21 22 22 160 24 21 48 37 20 40
internal_value=0 1.19867e-09 2.09321e-07 -1.58989e-09 4.59884e-10 -1.10536e-09 -2.4312e-09 -7.95926e-10 -2.37892e-09 -1.19332e-07 1.75887e-10 1.04298e-08 -3.57049e-08 -1.96926e-07 -3.76196e-09 -5.3674e-08 -3.4111e-08 -1.73913e-08 -3.63825e-08 -1.68555e-07 9.81774e-09 2.26373e-07 4.20927e-07 -6.92563e-08 4.26691e-08 -3.61903e-08 7.5051e-08 9.27198e-08 -1.08196e-08 -1.68521e-07
internal_weight=0 3101 41 3060 3039 3015 2994 2969 2947 63 2884 2243 641 106 535 85 499 477 444 115 329 88 66 241 44 89 69 64 220 60
internal_count=3121 3101 41 3060 3039 3015 2994 2969 2947 63 2884 2243 641 106 535 85 499 477 444 115 329 88 66 241 44 89 69 64 220 60
is_linear=0
shrinkage=0.1


Tree=9453
num_leaves=31
num_cat=0
split_feature=1206 1210 16 16 1208 1210 1213 1209 1209 1212 43 15 12 1212 401 1209 1213 1213 1213 43 1447 1447 474 1456 402 402 1446 52 132 399
split_gain=6.80263e-11 8.03403e-11 4.28013e-10 1.82971e-10 1.16121e-10 1.11613e-10 5.61159e-10 7.30982e-11 1.48986e-10 7.01293e-11 4.37669e-10 5.04325e-10 4.60971e-10 1.45829e-10 1.03143e-10 7.93515e-11 8.49745e-11 2.08103e-10 2.0103e-10 1.52538e-10 8.531e-11 4.42012e-10 3.55913e-10 5.81904e-10 1.98876e-10 1.49159e-10 1.37771e-10 9.19377e-11 3.35479e-10 3.41875e-09
threshold=1.0000000180025095e-35 0.0028200000000000005 -0.072359999999999994 -0.085589999999999986 0.10480500000000002 -0.13847499999999999 -0.083944999999999978 0.10183000000000002 0.088200000000000014 -0.08867499999999999 -0.0047449999999999992 0.085465000000000013 0.090545000000000014 -0.064959999999999976 0.076195000000000013 0.086665000000000006 -0.087529999999999983 -0.12077499999999998 -0.085284999999999986 0.0034250000000000005 -0.086424999999999988 -0.085754999999999984 0.086080000000000018 0.085185000000000011 0.10874500000000002 0.10491500000000002 0.037915000000000011 1.0000000180025095e-35 -0.083284999999999984 0.091580000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1 8 9 10 12 -12 -7 -11 -13 16 17 19 -18 -15 22 -22 23 26 25 27 -20 28 29 -23
right_child=-2 2 -4 -5 -6 7 -8 -9 -10 13 11 14 -14 15 -16 -17 18 -19 20 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.6001255188675714e-07 -1.8383050630177424e-07 1.3162170982757479e-07 4.6103543957582113e-07 -2.5885951047873354e-07 -2.3560773970963227e-07 -6.6478794850798385e-07 -1.1939760721332043e-07 -1.6910327961848173e-07 2.0742624841281722e-07 1.9457532982719865e-07 4.6056801824326374e-07 4.3463083701763859e-08 -2.324211768230574e-08 -1.5369712300258364e-07 -2.5630322397773853e-07 -1.918289585683459e-07 -2.9875884741198641e-07 3.0418325872189249e-07 1.9258439094657029e-07 1.7169432589980717e-07 -4.5152665432045645e-07 -2.191441915044834e-07 -2.7931590921070895e-07 6.4001175087266148e-07 2.5038670984607112e-07 -2.637051201242519e-07 -1.4047227202345987e-07 -2.8477781821991783e-08 2.0951318590880578e-09 1.2968773783803673e-06
leaf_weight=20 20 24 23 24 21 21 31 26 34 38 23 22 24 34 24 22 23 31 23 25 22 51 20 21 31 22 27 860 1513 21
leaf_count=20 20 24 23 24 21 21 31 26 34 38 23 22 24 34 24 22 23 31 23 25 22 51 20 21 31 22 27 860 1513 21
internal_value=0 1.18988e-09 1.0634e-07 -6.36189e-08 -1.27402e-09 3.61409e-10 1.47038e-07 -2.16749e-09 -6.87163e-10 -3.1288e-09 -8.00034e-08 7.82315e-08 -3.2263e-07 1.90839e-11 -1.12937e-07 -2.67325e-09 -1.14556e-09 9.44037e-08 -4.41034e-09 -1.58194e-08 -1.81746e-09 -5.25238e-09 9.33035e-08 1.98267e-07 -1.32202e-09 -4.48496e-09 1.27338e-08 -2.15251e-09 1.21312e-08 2.23029e-07
internal_weight=0 3101 71 48 3030 3009 51 2958 2932 2898 114 69 45 2784 46 2746 2724 90 2634 59 2611 2520 91 71 2498 2467 50 2445 1585 72
internal_count=3121 3101 71 48 3030 3009 51 2958 2932 2898 114 69 45 2784 46 2746 2724 90 2634 59 2611 2520 91 71 2498 2467 50 2445 1585 72
is_linear=0
shrinkage=0.1


Tree=9454
num_leaves=31
num_cat=0
split_feature=398 399 15 132 1203 394 50 130 132 1 1 376 40 123 376 48 16 39 9 33 16 13 1 1 13 1 45 1 1 40
split_gain=7.42646e-11 1.33807e-10 3.04262e-10 1.32616e-10 2.26684e-09 2.0042e-09 3.6682e-10 7.89554e-11 1.78136e-10 8.38087e-11 6.91959e-11 7.19615e-11 2.506e-10 4.14578e-10 2.26638e-10 1.90768e-10 1.40008e-10 1.36712e-10 3.63658e-10 4.46725e-10 4.43665e-10 1.14031e-10 2.00021e-10 5.66261e-10 1.67956e-10 3.7172e-10 1.48656e-10 1.22446e-10 1.97816e-10 1.8673e-10
threshold=0.10505000000000002 0.093190000000000009 0.088235000000000022 -0.083284999999999984 0.089165000000000008 0.10448000000000002 0.10022000000000002 0.115025 -0.41127499999999995 0.082535000000000011 0.16773500000000005 0.085245000000000015 -0.049474999999999998 0.086935000000000026 0.080200000000000007 0.085790000000000019 -0.13941499999999998 -1.0000000180025095e-35 0.092235000000000011 -0.0066799999999999993 -0.4179199999999999 -0.41572999999999993 0.10684 0.11507500000000002 -0.17933499999999997 0.11866500000000001 0.094030000000000016 0.13559000000000002 0.13146500000000003 -0.07632499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 10 7 8 -1 -10 11 14 13 -13 17 -16 -15 -5 19 -19 -20 22 -21 -24 25 -23 27 28 -26 -29
right_child=-2 2 -4 5 -6 -7 -8 -9 9 -11 -12 12 -14 16 15 -17 -18 18 20 21 -22 24 23 -25 26 -27 -28 29 -30 -31
leaf_value=2.8330798932074689e-07 -1.4279685238705043e-07 -9.2424334674490193e-08 4.5917488307622993e-07 1.9184113353743228e-07 1.085955680686368e-06 -1.0034578532724938e-06 -4.4450060638467902e-07 -1.5960830065285915e-07 3.6455991898478988e-08 -1.8808727278693285e-07 -1.8425008761369101e-07 -3.6768346078696643e-07 -3.8804984954021212e-07 -3.4861809473070369e-08 3.6419148210509181e-07 1.3186554591963311e-08 3.0417903879989071e-07 4.7384397873884153e-07 2.3672440363498028e-08 3.7423385114850179e-07 -6.189274848739366e-07 -5.1999890104070801e-07 -3.8941778176273427e-07 2.7484291897714932e-07 2.650391962096462e-09 3.2965424357292527e-08 -2.3836870572433956e-07 6.1968484260432891e-08 2.9735728234122097e-07 -3.0278523981408513e-07
leaf_weight=25 36 20 20 37 20 20 20 22 68 22 20 21 21 21 32 30 29 20 22 22 21 20 21 33 2341 31 26 25 23 32
leaf_count=25 36 20 20 37 20 20 20 22 68 22 20 21 21 21 32 30 29 20 22 22 21 20 21 33 2341 31 26 25 23 32
internal_value=0 1.66694e-09 1.83375e-07 -7.20031e-10 8.32853e-08 -5.90446e-09 -4.44434e-08 1.39592e-08 4.71634e-08 -1.84324e-08 1.10083e-09 2.41165e-09 -8.45794e-08 5.17946e-09 5.33679e-09 1.9435e-07 1.61782e-07 9.54278e-10 -1.72407e-09 3.05717e-09 -2.90155e-07 -6.00847e-10 1.20068e-07 1.65193e-08 -4.27212e-09 -1.83883e-07 -5.28695e-10 2.02556e-09 5.51768e-09 -1.42806e-07
internal_weight=0 3085 40 3045 177 2868 157 137 115 90 2848 2828 92 71 2736 62 50 2674 2637 2594 43 2574 76 54 2498 51 2447 2421 2364 57
internal_count=3121 3085 40 3045 177 2868 157 137 115 90 2848 2828 92 71 2736 62 50 2674 2637 2594 43 2574 76 54 2498 51 2447 2421 2364 57
is_linear=0
shrinkage=0.1


Tree=9455
num_leaves=31
num_cat=0
split_feature=132 1203 394 400 399 3 132 3 130 12 1213 1213 43 1212 1210 2 4 2 1210 403 403 0 1212 1212 0 2 1210 3 402 1212
split_gain=8.5701e-11 4.24613e-10 3.47535e-10 8.42365e-11 8.02591e-11 9.16761e-11 6.98021e-11 2.17917e-10 1.31932e-10 7.38807e-11 6.73057e-11 6.84735e-10 2.34838e-09 7.22602e-10 4.49084e-10 2.73995e-10 1.08155e-09 6.04626e-10 1.60258e-10 1.32501e-10 1.52236e-10 1.32226e-10 1.03221e-10 1.10152e-10 2.98761e-10 1.5254e-10 1.23754e-10 9.12895e-10 4.08087e-10 2.04941e-10
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 0.10782000000000001 0.088190000000000018 -0.087044999999999983 -0.41127499999999995 -0.084524999999999975 0.10923000000000001 0.087505000000000013 -0.088159999999999974 -0.085284999999999986 -0.0084099999999999991 -0.089079999999999979 -0.097479999999999983 0.084715000000000013 -0.081224999999999978 0.083585000000000007 -0.13847499999999999 0.072365000000000027 0.41668500000000003 -0.071339999999999987 0.13631000000000001 0.10321500000000002 -0.077084999999999987 0.086375000000000021 -0.064799999999999983 -0.083489999999999995 -0.092414999999999983 -0.063924999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 6 -6 8 9 -1 -8 14 12 -12 -13 -2 17 -17 -16 21 -18 -21 -15 23 26 25 -25 27 28 -20 -28
right_child=2 -3 -4 -5 5 -7 7 -9 -10 -11 11 13 -14 18 15 16 19 -19 22 20 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=1.9779791122393114e-07 -4.9197566435547446e-07 -4.9968813044642955e-07 4.0046516948615878e-07 -1.6722927551973779e-07 -3.3255980209645489e-08 2.5398691536793194e-07 -8.875803642099371e-08 -3.7339713770734307e-07 -1.3605858200094191e-07 1.542610352668238e-07 -3.4149736458337954e-07 -4.9713662510134003e-07 1.15401264901309e-06 2.1606584255096098e-08 2.7536082001233812e-08 6.7555358930349035e-07 -2.651914330114708e-07 -6.0321665221370795e-07 -1.6304880636366563e-07 2.0282266912930856e-07 -1.4439382669857133e-07 3.852357707501142e-07 -2.0918660912071656e-07 -1.6681811510567612e-07 4.2286637934644804e-07 1.8971653210948197e-07 2.3114116850036062e-07 -6.6098844920309778e-07 4.4666933317352055e-07 2.9575166495247448e-11
leaf_weight=29 21 20 22 31 20 25 29 20 20 22 21 29 21 20 55 25 26 21 23 23 28 20 23 28 23 21 39 22 21 2373
leaf_count=29 21 20 22 31 20 25 29 20 20 22 21 29 21 20 55 25 26 21 23 23 28 20 23 28 23 21 39 22 21 2373
internal_value=0 -6.0771e-08 4.518e-09 -1.59835e-08 1.24324e-08 1.26323e-07 -3.02768e-08 -9.36364e-08 6.153e-08 1.60737e-08 1.49655e-09 5.65699e-09 4.06258e-07 -7.1138e-10 -5.46171e-08 -3.01859e-09 1.04076e-07 -1.46751e-07 4.79812e-09 -8.14686e-08 1.2194e-08 2.03421e-07 1.71032e-09 3.61253e-09 1.25543e-07 -1.40176e-08 6.97639e-11 -1.35027e-07 1.27953e-07 3.76645e-09
internal_weight=0 216 2905 196 165 45 120 71 49 51 2883 2684 42 2642 199 178 102 76 2613 77 51 40 2573 2550 72 49 2478 66 44 2412
internal_count=3121 216 2905 196 165 45 120 71 49 51 2883 2684 42 2642 199 178 102 76 2613 77 51 40 2573 2550 72 49 2478 66 44 2412
is_linear=0
shrinkage=0.1


Tree=9456
num_leaves=31
num_cat=0
split_feature=132 394 1203 1208 1208 1209 1208 1210 3 403 3 4 1210 1201 401 3 133 3 1210 1 10 33 1 1447 481 1 480 3 50 1456
split_gain=7.05813e-11 3.07003e-10 2.33339e-10 6.95359e-11 1.20211e-10 7.25197e-11 1.61256e-10 9.07713e-11 1.3195e-09 2.2546e-09 1.14336e-09 4.47302e-10 1.84097e-10 8.51501e-11 7.12435e-11 3.91439e-10 1.96672e-10 1.78309e-10 9.08534e-11 7.99175e-11 2.17883e-09 1.05074e-09 7.73703e-10 3.6632e-10 2.83716e-10 2.60595e-10 2.85378e-10 5.90209e-10 2.43069e-10 2.18167e-10
threshold=-0.083174999999999985 0.10969000000000002 0.088820000000000024 0.12461500000000002 0.10737500000000001 0.10656 0.08400500000000001 -0.065674999999999983 -0.078724999999999976 -0.0047449999999999992 -0.082974999999999979 -0.086849999999999997 -0.061049999999999993 -0.080909999999999996 -0.06959499999999999 -0.074479999999999977 0.51114000000000004 -0.078084999999999988 0.063455000000000011 0.09253500000000002 -0.0082499999999999987 -1.0000000180025095e-35 0.093575000000000019 0.059120000000000013 -0.079504999999999978 0.091615000000000016 0.10344000000000002 -0.075634999999999994 0.13276000000000002 -0.079429999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 7 8 9 10 11 -2 -9 -14 15 17 18 -15 19 20 -16 -21 -23 25 -24 26 28 -28 -22 -26
right_child=1 -3 -4 -5 -6 -7 -8 12 -10 -11 -12 -13 13 14 16 -17 -18 -19 -20 21 23 22 24 -25 29 -27 27 -29 -30 -31
leaf_value=-1.5388668209131127e-08 3.0920512449978088e-07 3.6806352776021298e-07 -3.2419794777638349e-07 -1.8455515213844367e-07 2.2541952162669077e-07 1.5532128848860794e-07 -2.8392217473083296e-07 -2.9784462155037417e-07 8.0825537934071602e-07 -8.9058042385659068e-07 7.9215829141108056e-07 -2.5237459134651494e-07 1.9997731166248353e-07 1.2965898335945018e-07 -1.0542165161098182e-06 4.724423153845692e-07 -2.3708515427421795e-07 -2.3402012684615471e-07 2.1060546462337015e-07 7.1921651215775682e-07 -1.4925304905643019e-08 -4.7159067979450672e-07 3.9401495229185461e-07 3.1153147040817609e-07 -2.7806367620542008e-07 3.2276519818977887e-07 4.0069031013802362e-08 -6.7119264969051083e-07 2.518833971367128e-07 2.1804674776211352e-08
leaf_weight=194 23 23 28 20 24 30 20 21 21 25 23 37 21 28 20 20 36 26 20 21 1398 33 20 36 25 23 28 20 35 822
leaf_count=194 23 23 28 20 24 30 20 21 21 25 23 37 21 28 20 20 36 26 20 21 1398 33 20 36 25 23 28 20 35 822
internal_value=0 4.16716e-09 -5.43376e-08 1.257e-09 2.55821e-09 6.69555e-10 -9.86245e-10 1.0478e-09 8.2964e-08 -5.80649e-08 1.92693e-07 -3.71024e-08 -2.93531e-09 -5.82306e-10 -2.19539e-09 9.4524e-08 -5.01653e-09 -4.54458e-08 -1.67607e-09 -3.38733e-09 -1.71777e-08 1.99709e-08 3.65517e-09 -3.70964e-09 2.17441e-08 -1.12553e-08 -1.64427e-08 -2.5629e-07 -8.40869e-09 1.29538e-08
internal_weight=0 2899 222 2876 2856 2832 2802 2782 129 108 83 60 2653 2632 2611 74 2537 54 2501 2481 1560 921 900 1540 867 1504 1481 48 1433 847
internal_count=3121 2899 222 2876 2856 2832 2802 2782 129 108 83 60 2653 2632 2611 74 2537 54 2501 2481 1560 921 900 1540 867 1504 1481 48 1433 847
is_linear=0
shrinkage=0.1


Tree=9457
num_leaves=31
num_cat=0
split_feature=33 47 47 9 3 47 1453 131 132 1203 1185 2 0 49 3 160 156 4 43 2 1186 129 1184 151 0 1452 16 11 3 3
split_gain=8.05749e-11 8.65548e-11 6.52758e-10 4.14019e-10 1.07119e-09 3.73859e-10 1.14932e-10 1.5966e-10 8.97733e-11 2.25104e-09 1.24267e-09 2.7882e-10 1.15655e-10 9.99553e-11 4.05897e-10 5.62058e-10 5.57845e-10 3.99194e-10 3.02861e-10 2.87842e-10 1.56368e-10 2.37499e-10 2.48493e-10 1.61098e-10 3.6097e-10 1.54918e-10 1.59535e-10 2.47397e-10 3.03115e-10 5.02477e-10
threshold=-0.009184999999999997 0.094160000000000008 0.096475000000000019 0.09055500000000001 -0.13309499999999996 0.091340000000000018 -1.0000000180025095e-35 0.096070000000000016 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.084145000000000011 -0.098289999999999975 0.10440000000000001 -0.087429999999999994 -0.081969999999999987 0.086945000000000008 -0.0047449999999999992 -0.075574999999999989 0.11362000000000001 0.090275000000000008 -0.077709999999999987 0.081725000000000006 -0.10737499999999998 -0.085134999999999975 -0.073879999999999987 -0.18708499999999997 0.076560000000000003 -0.07928499999999998 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 8 -4 -8 9 11 -10 -2 -13 20 -15 -16 17 -17 -19 -20 21 -12 23 24 -23 -25 27 28 29 -27
right_child=1 2 6 4 -6 -7 7 -9 10 -11 13 12 -14 14 15 16 -18 18 19 -21 -22 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-1.60419614578513e-07 -3.1500236239232686e-07 5.8974533690811119e-07 2.4462613254172541e-07 2.3980553113357351e-07 -6.8554936739207639e-07 4.3196531933631378e-07 2.5957593682925958e-08 -1.9702580003295964e-07 -7.9209298576188302e-07 1.0676766078177024e-06 -3.248638235349559e-07 -2.0677764113873399e-07 4.8430175966181515e-08 2.3487344766376993e-07 -4.8481799604063424e-07 -5.3572244112166071e-07 3.5686228758078997e-07 2.1129844998901312e-07 -4.6422188404449116e-07 2.7251471342774141e-08 2.2471087091080477e-07 4.3384470837248015e-07 3.4768428593322044e-07 2.5578950466910022e-07 -6.6289650322364799e-08 3.5352973136762178e-08 5.2669035895330029e-09 2.1019099080185109e-07 -3.3540877951025154e-08 -4.8785898496501235e-07
leaf_weight=31 33 21 20 22 29 20 243 37 20 20 22 21 115 36 36 21 28 29 22 26 32 27 21 23 31 31 1865 27 167 45
leaf_count=31 33 21 20 22 29 20 243 37 20 20 22 21 115 36 36 21 28 29 22 26 32 27 21 23 31 31 1865 27 167 45
internal_value=0 1.60713e-09 5.0763e-08 -4.09133e-09 -2.86377e-07 1.20541e-09 1.30342e-08 -3.50807e-09 -1.98777e-09 6.4474e-08 -6.99425e-09 -5.42482e-08 9.02309e-09 -6.85707e-10 -6.88521e-08 -1.36347e-07 -3.67835e-08 -1.49254e-07 -4.38531e-08 -1.98007e-07 5.20558e-09 2.09617e-09 5.31169e-09 2.06718e-09 1.66532e-07 -2.35308e-09 -5.13401e-09 -7.69773e-08 -1.08885e-07 -2.74444e-07
internal_weight=0 3090 321 2769 51 2718 300 280 2698 189 2509 169 136 2489 198 162 126 98 77 48 2291 2259 2237 2216 58 2158 2135 270 243 76
internal_count=3121 3090 321 2769 51 2718 300 280 2698 189 2509 169 136 2489 198 162 126 98 77 48 2291 2259 2237 2216 58 2158 2135 270 243 76
is_linear=0
shrinkage=0.1


Tree=9458
num_leaves=31
num_cat=0
split_feature=132 1203 399 393 1 9 33 12 9 13 0 15 13 130 133 52 130 15 0 15 147 147 148 3 160 156 156 157 157 16
split_gain=7.32099e-11 4.50842e-10 3.36366e-10 7.84564e-11 2.46714e-10 7.70081e-11 2.09957e-10 1.65005e-10 1.339e-10 7.78243e-11 3.77634e-10 3.48946e-10 3.35915e-10 1.43477e-10 2.17019e-10 2.15398e-10 2.14626e-10 1.79851e-10 9.13051e-11 8.44604e-11 1.20463e-10 1.4901e-10 1.75006e-10 1.04958e-10 2.86373e-10 2.81216e-10 2.12992e-10 2.18275e-10 3.07266e-10 1.92631e-10
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.088255000000000014 0.088975000000000012 0.092410000000000006 -0.009184999999999997 -0.010834999999999999 0.085555000000000006 0.24813000000000004 -0.059114999999999994 -0.56020999999999987 0.23074000000000003 -0.0075749999999999993 -0.0023199999999999996 0.08709500000000002 -0.0045849999999999997 0.083195000000000005 -0.080869999999999984 0.17980000000000004 0.10361000000000002 0.095485000000000014 -0.098399999999999974 0.11658 0.050340000000000003 0.3248100000000001 0.10788500000000002 -0.013599999999999999 -0.077849999999999989 -0.43320999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -2 -7 9 11 18 -8 13 14 15 17 -15 -13 -11 20 21 22 -18 25 29 26 -24 28 -28 -25
right_child=2 -3 -4 4 -6 7 8 -9 -10 10 -12 12 -14 16 -16 -17 19 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-1.0020920565001252e-08 -2.77040004829869e-07 -5.0844140659478403e-07 2.9973896500740991e-07 5.5219293879899318e-08 -3.68843933529206e-07 3.472429613182726e-07 4.1023688617141965e-07 -3.1723273200104476e-08 2.5473094800483005e-07 -5.6630025190506296e-08 -4.3840206731344908e-07 2.4042029677240823e-08 -3.5667953153069206e-07 -3.1887007729719269e-07 3.9598658839229923e-07 -2.0439913805603284e-07 -2.8141126432759932e-07 3.6652468944739867e-07 2.0062346534773085e-07 1.5213038099890019e-07 -2.3857236200120452e-07 2.355769834086577e-07 -7.1217727788957659e-09 3.6872170862621044e-07 -2.0600925179694279e-07 -3.5957280240175105e-07 8.226761281093787e-08 -1.0083669603015247e-09 5.9546444390434779e-07 7.7866039673941102e-08
leaf_weight=196 27 20 38 34 23 20 21 27 21 37 23 46 26 21 22 25 22 23 22 37 21 27 2057 29 29 22 28 51 20 106
leaf_count=196 27 20 38 34 23 20 21 27 21 37 23 46 26 21 22 25 22 23 22 37 21 27 2057 29 29 22 28 51 20 106
internal_value=0 -5.6171e-08 4.17271e-09 2.5519e-10 -1.15894e-07 2.61124e-09 4.52137e-10 1.29539e-07 3.19055e-09 1.24493e-09 -9.46932e-08 4.23275e-09 9.6855e-10 4.56439e-09 1.13256e-07 4.70853e-08 -5.40165e-10 1.38203e-07 3.9295e-08 2.18949e-09 -1.10597e-10 1.9838e-09 -6.84145e-10 1.95292e-09 7.91004e-08 -3.85617e-09 -2.26406e-10 1.43044e-07 2.961e-07 1.40346e-07
internal_weight=0 216 2905 2867 57 2810 2763 47 2736 2715 82 2633 2612 2586 116 94 2470 69 59 2449 2412 2391 2364 2342 164 2178 2156 99 48 135
internal_count=3121 216 2905 2867 57 2810 2763 47 2736 2715 82 2633 2612 2586 116 94 2470 69 59 2449 2412 2391 2364 2342 164 2178 2156 99 48 135
is_linear=0
shrinkage=0.1


Tree=9459
num_leaves=31
num_cat=0
split_feature=484 484 484 484 483 484 484 4 15 15 12 12 1 46 147 483 133 15 51 13 480 480 12 12 12 51 0 1428 3 12
split_gain=6.6004e-11 7.71884e-11 9.16198e-11 1.3354e-10 9.29798e-11 2.15733e-10 4.17765e-10 3.79917e-10 3.28801e-10 1.79428e-10 1.78014e-10 1.35856e-10 2.7068e-10 2.28102e-10 1.59263e-10 1.41313e-10 5.7166e-10 6.73601e-10 2.06066e-10 2.10679e-10 1.4908e-10 1.64478e-10 1.55598e-10 4.47863e-10 3.59975e-10 3.25205e-10 3.38513e-10 3.12165e-10 3.12129e-10 7.41119e-10
threshold=-0.52850499999999989 -0.48714499999999994 -0.24259999999999995 -0.22288999999999995 0.10083000000000002 -0.020124999999999994 0.090535000000000018 -0.013514999999999998 -0.066844999999999988 -0.56020999999999987 0.22926500000000002 0.12757000000000002 0.10171500000000001 -0.043074999999999995 0.10361000000000002 0.085765000000000022 0.083950000000000011 -0.092489999999999989 -0.0057349999999999996 -0.084319999999999992 0.11387000000000001 0.10183000000000002 0.094435000000000005 0.094070000000000015 0.095175000000000023 0.092790000000000011 -0.075934999999999989 -0.071779999999999997 -0.072624999999999981 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 9 8 -7 -8 -6 -5 11 13 -13 -11 15 20 18 -18 -17 -20 21 22 23 27 -24 28 -27 -15 -26 -30
right_child=1 2 3 4 5 6 7 -9 -10 10 -12 12 -14 14 -16 16 17 -19 19 -21 -22 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=-1.8108377904724194e-07 1.6644822551370455e-07 -1.589336363060233e-07 1.9035733706195479e-07 -2.2965607277975714e-07 1.9129843426668457e-07 5.6252015551453129e-07 2.8931978190653526e-07 -2.7050150622058443e-07 -2.5985916747929751e-07 3.1946013072053411e-07 2.537005787278051e-07 1.3046876333508851e-08 -4.5317611618855835e-07 3.9475048381410445e-07 -2.7180439316639008e-07 -1.4709725215666936e-07 -6.8530946139487378e-07 -3.8907582783646209e-08 4.1371954449687113e-07 -1.0752439531340011e-09 2.4190331001906232e-07 -2.6497773841010316e-07 -3.4937315752535548e-07 4.372383516511036e-07 2.9028524926543414e-09 -4.0030526804457628e-08 4.910946351799339e-07 7.1072410489512445e-09 -7.0934275778452882e-07 -7.0489185934373095e-08
leaf_weight=20 28 36 37 35 30 22 27 22 35 22 27 33 20 21 22 24 28 38 25 24 26 23 36 25 331 24 24 1930 22 104
leaf_count=20 28 36 37 35 30 22 27 22 35 22 27 33 20 21 22 24 28 38 25 24 26 23 36 25 331 24 24 1930 22 104
internal_value=0 1.16556e-09 -3.40429e-10 1.5395e-09 -7.8925e-10 7.99995e-08 2.00508e-07 3.79714e-08 -5.16326e-08 -4.62558e-09 -1.84154e-09 -4.30394e-09 -1.62886e-07 -1.24651e-09 -3.8338e-09 -1.65437e-09 -9.98583e-08 -3.13139e-07 9.29705e-08 2.10555e-07 3.66533e-09 1.22667e-09 3.65921e-09 1.66689e-08 -4.38585e-08 -2.20793e-08 2.25532e-07 1.12797e-08 -4.80866e-08 -1.82035e-07
internal_weight=0 3101 3073 3037 3000 136 71 49 65 2864 2829 2802 53 2749 2727 2705 139 66 73 49 2566 2540 2517 1976 541 505 48 1951 457 126
internal_count=3121 3101 3073 3037 3000 136 71 49 65 2864 2829 2802 53 2749 2727 2705 139 66 73 49 2566 2540 2517 1976 541 505 48 1951 457 126
is_linear=0
shrinkage=0.1


Tree=9460
num_leaves=31
num_cat=0
split_feature=447 1348 0 48 151 15 4 12 1 132 50 394 1203 14 2 2 2 15 479 159 156 52 4 52 43 43 0 160 151 402
split_gain=6.85948e-11 1.38133e-10 9.37391e-11 1.15295e-10 3.00395e-10 1.44071e-10 1.00838e-10 9.87566e-11 9.24583e-11 8.6642e-11 2.03558e-09 1.00889e-09 3.23325e-10 8.39944e-11 9.60543e-11 4.42713e-10 3.36798e-10 1.97244e-10 2.76712e-10 2.68633e-10 1.96432e-10 2.71235e-10 3.24506e-10 1.89858e-10 2.12754e-10 3.01674e-10 5.56664e-10 4.85998e-10 3.42979e-10 2.24359e-10
threshold=0.10419500000000002 0.091105000000000005 -0.26609999999999995 -0.031249999999999997 0.0045550000000000009 -0.0079099999999999986 -0.0073899999999999999 0.051320000000000005 0.10022000000000002 -0.083284999999999984 0.10022000000000002 0.12358500000000001 0.089165000000000008 0.087740000000000012 0.10584500000000001 0.10497000000000002 0.10699500000000002 0.12044500000000001 0.11198500000000002 -0.092414999999999983 -0.064074999999999979 -0.55061999999999989 -0.39518999999999993 -0.53060999999999992 -0.23714499999999997 -0.095049999999999982 -0.069954999999999976 0.11205000000000002 0.077805000000000013 0.020685000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8 -7 10 12 13 -5 14 15 17 -16 18 -11 -19 -18 -22 -23 -24 -25 26 -26 28 29 -27
right_child=-2 -3 3 9 -6 8 7 -9 -10 11 -12 -13 -14 -15 16 -17 20 19 -20 -21 21 22 23 24 25 27 -28 -29 -30 -31
leaf_value=-2.1630498977742721e-07 -1.8460646195705978e-07 2.6314127140381059e-07 2.3216169320821537e-07 3.5720954497599132e-09 4.381274923811621e-07 -2.5520943833983083e-07 1.5426310932568976e-07 -1.5622886017752081e-07 3.8777635555931061e-08 3.0848960056760401e-09 1.0182036523076476e-06 -7.1579240625396777e-07 -4.1234069060789941e-07 -1.6656815875553695e-07 -3.4649947915085885e-07 4.2762736029544613e-07 2.898806988582692e-07 -7.9541758850609763e-08 -3.7077788736183951e-07 3.9684945034360715e-07 -3.117524086881929e-07 3.554245654969612e-07 -3.3059934622770016e-07 2.2127508616774455e-07 1.2584881755542267e-07 1.6247450545982129e-08 -5.5019214681218234e-07 4.211835490650629e-07 -4.1727325380042599e-07 -2.5054863499462955e-07
leaf_weight=20 20 20 36 170 21 23 21 20 20 1952 20 20 21 31 33 25 20 20 20 29 32 23 20 35 21 317 29 25 22 35
leaf_count=20 20 20 36 170 21 23 21 20 20 1952 20 20 21 31 33 25 20 20 20 29 32 23 20 35 21 317 29 25 22 35
internal_value=0 1.18536e-09 -5.15103e-10 8.94828e-10 8.92141e-08 2.81542e-08 1.10036e-07 2.80361e-09 -1.18471e-07 -3.3699e-09 5.83515e-08 -8.17729e-09 -4.21565e-08 -2.91426e-09 -1.00558e-09 9.39132e-09 -3.57638e-08 4.21769e-09 -7.06816e-10 2.02404e-07 -1.80535e-08 -2.90708e-08 -1.19061e-08 -2.86692e-08 -1.61928e-08 -3.47036e-08 -2.66255e-07 -5.68718e-09 -3.42213e-08 -1.02806e-08
internal_weight=0 3101 3081 3061 141 120 77 41 43 2920 211 2709 191 2689 2658 2046 612 2021 1972 49 579 559 527 504 484 449 50 399 374 352
internal_count=3121 3101 3081 3061 141 120 77 41 43 2920 211 2709 191 2689 2658 2046 612 2021 1972 49 579 559 527 504 484 449 50 399 374 352
is_linear=0
shrinkage=0.1


Tree=9461
num_leaves=31
num_cat=0
split_feature=1366 44 46 1456 1456 2 160 13 1456 51 154 1428 52 1 11 3 155 472 484 12 1455 158 47 47 47 483 12 2 481 2
split_gain=6.69006e-11 7.62263e-11 2.56458e-10 9.11722e-11 7.98515e-11 4.53232e-10 6.59116e-10 4.23865e-10 3.12021e-10 2.53653e-10 1.32059e-10 2.23013e-10 1.64813e-10 4.97459e-10 1.90215e-10 3.82724e-10 3.22277e-10 1.40903e-10 1.06134e-10 3.95575e-10 2.3555e-10 2.04576e-10 1.24622e-10 8.75927e-10 5.02775e-10 1.64114e-10 4.45602e-10 4.03633e-10 2.17037e-10 1.70713e-09
threshold=-0.087024999999999977 0.10049500000000001 0.084955000000000017 0.11772000000000001 0.085275000000000004 0.087505000000000013 -0.025879999999999997 -0.085154999999999995 0.081770000000000023 -0.020454999999999997 0.085530000000000009 -0.020064999999999996 -0.56022499999999986 0.10293500000000001 0.098315000000000013 -0.14847999999999997 0.11854500000000001 -0.082054999999999975 0.12955000000000003 0.090695000000000012 -0.097209999999999977 -0.47144999999999992 0.092165000000000011 0.096475000000000019 0.088915000000000008 0.10143000000000001 0.22926500000000002 0.095195000000000016 -0.081614999999999979 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 -6 -7 10 -9 11 -2 13 -13 16 -16 17 -14 20 -20 -19 -22 24 -24 25 26 28 -27 29 -23
right_child=1 -3 -4 -5 5 7 -8 9 -10 -11 -12 12 14 -15 15 -17 -18 18 19 -21 21 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=1.6631516501774969e-07 -2.8270646806406933e-07 -1.6265472051545344e-07 3.5715785401180256e-07 -1.5402170016424559e-07 6.3611356974238989e-07 -4.3611520013087106e-07 -1.0791745413345982e-08 -1.6141153292689329e-07 -2.9236693571598103e-07 2.4780097295330383e-07 2.5597671424293364e-07 -8.7172761130783663e-08 -2.0562415047005048e-07 5.0420611466961419e-07 -5.0161011651410225e-07 1.0281294294145482e-07 2.9786846052420262e-07 -3.222109665765184e-07 3.6948464788389589e-07 -1.8496222638346313e-07 3.1781951406628653e-07 -3.5235503241486709e-07 -5.588689855784424e-07 3.307714815735486e-09 4.499303146303646e-07 1.3624762303883789e-07 4.5093942446783331e-07 -4.2471262114257367e-07 -6.4844313165378788e-09 7.6207610643703249e-07
leaf_weight=24 28 29 20 39 28 24 36 28 37 33 20 33 34 25 22 20 36 23 31 22 20 28 32 207 25 23 22 29 2116 27
leaf_count=24 28 29 20 39 28 24 36 28 37 33 20 33 34 25 22 20 36 23 31 22 20 28 32 207 25 23 22 29 2116 27
internal_value=0 -1.28933e-09 2.35963e-10 -2.10604e-09 -1.37048e-10 7.12337e-08 2.72229e-07 -8.01042e-08 -3.85531e-09 5.99657e-08 -7.39004e-11 -1.90088e-09 9.32478e-10 1.67732e-07 -2.6282e-09 -2.1379e-07 6.87229e-10 -3.36678e-09 -7.2695e-10 1.39337e-07 -3.6358e-09 -7.38517e-10 -3.27784e-09 -7.19628e-08 3.95375e-09 -1.01258e-09 3.15081e-09 -1.76596e-07 -1.38689e-09 1.94729e-07
internal_weight=0 3097 3068 3048 3009 149 64 85 2860 61 2823 2803 2775 58 2717 42 2675 2639 2605 53 2552 2529 2509 239 2270 2245 2193 52 2171 55
internal_count=3121 3097 3068 3048 3009 149 64 85 2860 61 2823 2803 2775 58 2717 42 2675 2639 2605 53 2552 2529 2509 239 2270 2245 2193 52 2171 55
is_linear=0
shrinkage=0.1


Tree=9462
num_leaves=31
num_cat=0
split_feature=40 130 1429 156 12 0 1428 15 52 133 51 51 13 42 2 42 3 16 12 43 16 132 1 393 1203 15 52 480 483 12
split_gain=6.67861e-11 1.09033e-10 6.54946e-11 1.81075e-10 6.58899e-11 6.22679e-10 1.88716e-10 1.83376e-10 2.64375e-10 3.60408e-10 2.18295e-10 1.82786e-10 2.21741e-10 3.44053e-10 2.90136e-10 2.00177e-10 2.13359e-10 4.40987e-10 2.18111e-10 4.26399e-10 3.02157e-10 1.48926e-10 2.50999e-09 1.04881e-09 4.92645e-10 1.53769e-10 6.26503e-10 3.54739e-10 1.37516e-10 4.03369e-10
threshold=-0.24290999999999999 -0.22229499999999999 -0.23752499999999996 0.32523500000000005 0.099815000000000015 0.10455500000000001 0.095640000000000017 0.11171000000000002 0.10263500000000002 0.024320000000000005 0.13705500000000001 0.092790000000000011 -0.051094999999999995 0.097020000000000009 0.10327000000000001 -0.12099999999999998 -0.13309499999999996 -0.095094999999999985 0.10866500000000003 -0.06984499999999999 -0.037154999999999994 -0.083284999999999984 0.089475000000000013 0.11170000000000001 0.086700000000000013 0.12044500000000001 0.19022000000000003 0.11747 0.10083000000000002 0.094435000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 7 21 10 -9 -10 11 12 13 -6 -15 -14 -17 -18 19 -19 -20 22 24 25 -4 27 -27 28 -23 -30
right_child=1 2 3 -5 5 -7 -8 8 9 -11 -12 -13 15 14 -16 16 17 18 20 -21 -22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-1.595995727781813e-07 2.1366010519348798e-07 -1.7223706362559908e-07 -4.834055041048257e-09 3.0083119952450941e-07 4.5146201833395699e-07 -5.6882245392638912e-07 2.8992501484026438e-07 5.0160241560348599e-08 -6.2502289267740706e-07 -3.187270275854341e-08 -2.9442410749425112e-07 2.8530349513387374e-07 2.5296914822363417e-07 -2.2840480687591484e-07 2.7579212209210322e-07 1.7114780674362386e-07 -5.2664384238299968e-07 2.8284187375707655e-08 3.7187970623681793e-07 -5.41694065045054e-07 -1.0028059529163054e-07 -3.4807033340338363e-09 9.5342252642690749e-07 -7.0741283263400655e-07 -5.3626815797326262e-07 -8.7693800032977342e-08 5.4744958606534057e-07 -4.2123052566012122e-07 2.6584278527818055e-09 4.6424461595506733e-07
leaf_weight=26 24 22 103 20 27 21 23 36 20 21 20 29 21 25 21 29 23 35 23 21 33 2239 28 21 21 41 25 20 78 25
leaf_count=26 24 22 103 20 27 21 23 36 20 21 20 29 21 25 21 29 23 35 23 21 33 2239 28 21 21 41 25 20 78 25
internal_value=0 1.34369e-09 -3.15577e-10 9.24919e-10 -1.05531e-09 -3.8597e-08 4.73905e-09 -9.60035e-09 -1.47585e-07 -3.21214e-07 2.50081e-08 4.72682e-08 2.05123e-08 1.68096e-07 1.77205e-09 -3.77234e-08 -7.49462e-08 -1.27811e-07 -4.59076e-08 -1.85458e-07 9.36424e-08 2.21722e-09 9.82651e-08 -3.7441e-09 -9.4835e-08 2.34199e-09 1.52891e-07 -1.8647e-09 1.71656e-09 1.14694e-07
internal_weight=0 3095 3071 3049 3029 405 2624 384 77 41 307 287 258 73 46 185 164 135 112 56 56 2601 152 2449 124 2428 66 2362 2342 103
internal_count=3121 3095 3071 3049 3029 405 2624 384 77 41 307 287 258 73 46 185 164 135 112 56 56 2601 152 2449 124 2428 66 2362 2342 103
is_linear=0
shrinkage=0.1


Tree=9463
num_leaves=31
num_cat=0
split_feature=132 394 1203 4 0 132 2 399 4 1176 1176 394 130 130 400 2 1212 15 1210 15 1452 1447 403 12 12 51 1212 1212 12 15
split_gain=7.65647e-11 3.87292e-10 3.02608e-10 7.71447e-11 1.04114e-10 1.41737e-10 9.90644e-11 1.07685e-10 9.98459e-11 7.00913e-11 8.07392e-11 7.64556e-11 7.50258e-11 1.24591e-10 7.23466e-11 3.11643e-10 3.17372e-10 9.20681e-11 8.22444e-10 7.3797e-10 5.50164e-10 4.46255e-10 7.68397e-10 2.97042e-10 1.44681e-09 1.12265e-09 2.90736e-10 6.34398e-10 2.90336e-10 4.06676e-10
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.11275500000000001 -0.09515499999999999 -0.44750499999999993 0.084145000000000011 0.092445000000000013 -0.068329999999999988 0.087330000000000019 1.0000000180025095e-35 1.0000000180025095e-35 -0.22699999999999995 -0.098119999999999985 -0.064794999999999978 0.094565000000000024 0.087505000000000013 0.085550000000000015 -0.094799999999999982 0.086085000000000009 0.083330000000000015 -0.086279999999999982 -0.55327499999999985 0.088245000000000004 0.087695000000000009 0.095820000000000016 -0.092474999999999988 -0.017094999999999996 0.086655000000000024 0.087485000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 -1 -6 -7 8 -8 10 11 12 -2 -14 15 16 -15 18 -16 -19 21 -21 -23 24 28 -25 -20 -28 29 -24
right_child=1 -3 -4 -5 5 6 7 -9 -10 -11 -12 -13 13 14 17 -17 -18 19 26 20 -22 22 23 25 -26 -27 27 -29 -30 -31
leaf_value=1.802444507045412e-07 -1.9376850787011791e-07 4.2225422524986496e-07 -4.2797091822421866e-07 -1.8758012142091238e-07 -2.7753483124115523e-07 -1.2512071758557773e-07 2.376137205992097e-07 -9.6656859648613105e-08 -3.7203369629423838e-08 1.8310957829368949e-07 -2.0047123200583885e-07 1.4020663866832505e-07 2.4326384012359389e-07 1.6465648617201482e-07 6.4533306641578759e-07 4.1382903371553228e-07 -2.8374531300688365e-07 -5.573524259006035e-07 3.2057218462000493e-07 -4.2662209460380449e-07 3.5526790476955002e-07 5.6202654393060092e-07 -5.2300092850795665e-07 -3.5191687358423187e-08 -9.490108918797092e-07 6.2993846180840292e-07 -5.0443632096630612e-07 2.6940110318518842e-09 1.94099603328069e-07 -4.1315656423950678e-08
leaf_weight=28 20 22 20 24 20 38 39 27 20 21 20 39 21 38 20 22 27 26 28 28 38 22 21 422 20 27 25 1854 38 106
leaf_count=28 20 22 20 24 20 38 39 27 20 21 20 39 21 38 20 22 27 26 28 28 38 22 21 422 20 27 25 1854 38 106
internal_value=0 4.27262e-09 -5.74382e-08 -1.96287e-08 3.80636e-09 -3.05011e-08 9.34311e-09 6.87574e-08 1.44455e-07 1.08302e-09 -2.52602e-10 1.1564e-09 -7.78302e-10 6.0862e-10 -1.23633e-09 8.85065e-08 -2.16027e-08 -4.15507e-09 7.40346e-09 -3.39322e-08 -1.50833e-08 -3.56583e-08 -1.89709e-08 -3.91316e-08 -1.45767e-07 4.805e-09 7.13062e-10 -4.05333e-09 -4.84042e-08 -1.20964e-07
internal_weight=0 2905 216 196 172 144 124 86 59 2883 2862 2842 2803 2783 2762 87 65 2675 1927 748 722 684 656 634 185 449 1907 1879 165 127
internal_count=3121 2905 216 196 172 144 124 86 59 2883 2862 2842 2803 2783 2762 87 65 2675 1927 748 722 684 656 634 185 449 1907 1879 165 127
is_linear=0
shrinkage=0.1


Tree=9464
num_leaves=31
num_cat=0
split_feature=481 1 1 1 1 1 2 480 1 457 456 150 3 150 151 1375 1375 48 150 1453 481 0 160 50 475 157 1447 12 480 403
split_gain=7.26826e-11 7.12408e-11 1.92172e-09 1.86234e-09 1.82e-09 5.41806e-10 3.5919e-10 3.68538e-10 2.65371e-10 1.87543e-10 2.26067e-10 3.52335e-10 8.5131e-10 3.02188e-10 6.0702e-10 2.16286e-10 2.61568e-10 2.31257e-10 2.01754e-10 1.85442e-10 6.03513e-10 4.77266e-10 2.49866e-10 1.91875e-10 2.01295e-10 2.31515e-10 1.93272e-10 7.63323e-10 7.98538e-10 2.88866e-10
threshold=0.15658500000000003 0.092845000000000025 0.093400000000000025 0.09202500000000001 0.091535000000000019 0.094090000000000021 -0.0091949999999999983 0.11191000000000002 0.094715000000000008 -0.10142499999999997 -0.085409999999999986 0.10699000000000002 -0.086224999999999982 0.090480000000000019 -0.04886999999999999 0.087820000000000023 0.084795000000000023 0.11247500000000001 0.085825000000000012 -0.066944999999999991 -0.081539999999999987 -0.086834999999999982 -0.55248999999999981 0.11875500000000001 0.05680000000000001 0.11933000000000001 -0.085684999999999997 0.083985000000000018 0.08610000000000001 -0.55276999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -4 -1 9 -7 -8 -11 13 -13 15 -15 16 17 18 19 20 -12 -22 -21 24 25 26 27 -24 -29 -28
right_child=-2 2 5 -5 -6 8 7 -9 -10 10 11 12 -14 14 -16 -17 -18 -19 -20 22 21 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=4.0051269919509337e-07 1.8112456775621801e-07 -9.2678715673074576e-07 4.776238219382441e-07 7.7848789032941572e-07 -8.8697454504219191e-07 -3.4911248255174661e-07 -2.5060905933571576e-07 3.2955758830907786e-07 -5.2363408908570023e-09 3.063520502166739e-07 2.7828447803526417e-07 1.7813022571052291e-07 -7.0250601412602056e-07 -4.3147878355300455e-08 6.7297177679392923e-07 -3.0720185472556181e-07 3.2933282589908686e-07 2.9308483970698246e-07 2.7474489959899986e-07 -3.5542589273518386e-07 -6.037523778701371e-08 -6.257051944252064e-07 6.7770484225349047e-07 1.9111099203205323e-07 -2.58263508700815e-07 3.0094158793758652e-07 -3.50410814235147e-07 4.1901621784745656e-07 -4.1466465232373496e-07 -7.5677625708087457e-09
leaf_weight=23 22 23 23 31 23 23 30 34 924 24 23 21 23 29 20 23 24 26 25 20 32 28 20 51 31 25 25 20 27 1448
leaf_count=23 22 23 23 31 23 23 30 34 924 24 23 21 23 29 20 23 24 26 25 20 32 28 20 51 31 25 25 20 27 1448
internal_value=0 -1.28179e-09 -2.33623e-08 9.12937e-09 -2.36467e-09 -1.94084e-09 7.55055e-09 3.09608e-09 -1.35881e-08 -2.46768e-09 1.32074e-09 -2.4509e-09 -2.82202e-07 4.0378e-09 2.49146e-07 -2.46128e-09 1.37929e-09 -2.991e-09 -7.32788e-09 -1.13575e-08 -1.57243e-07 -3.24196e-07 -4.09382e-09 1.72505e-10 -5.92891e-09 -9.30591e-10 -5.83111e-09 1.60276e-07 -5.99068e-08 -1.33866e-08
internal_weight=0 3099 993 2106 2075 970 2052 2029 947 1995 1965 1941 44 1897 49 1848 1825 1801 1775 1750 83 60 1667 1647 1596 1565 1540 67 47 1473
internal_count=3121 3099 993 2106 2075 970 2052 2029 947 1995 1965 1941 44 1897 49 1848 1825 1801 1775 1750 83 60 1667 1647 1596 1565 1540 67 47 1473
is_linear=0
shrinkage=0.1


Tree=9465
num_leaves=31
num_cat=0
split_feature=1429 1420 1455 43 484 1455 15 50 1451 482 482 482 484 474 482 4 51 39 124 14 3 472 1429 1456 1184 45 2 2 2 151
split_gain=7.30834e-11 1.78711e-10 7.98509e-11 3.5022e-10 2.10912e-10 9.7645e-11 4.30518e-10 8.81981e-11 1.20986e-10 1.11649e-10 1.47562e-10 1.08366e-10 7.06374e-10 3.95756e-10 3.6613e-10 2.08422e-10 1.27314e-10 1.15868e-10 1.8811e-10 1.45911e-10 3.56579e-10 3.3093e-10 1.95716e-10 1.9935e-10 1.57154e-10 1.21077e-10 1.43004e-10 6.97359e-10 5.01103e-10 3.14953e-10
threshold=0.12521000000000002 -0.086589999999999986 -0.09534999999999999 -0.013024999999999998 0.26920500000000008 -0.018454999999999996 -0.068899999999999975 -0.46943999999999991 0.087145000000000014 0.11191500000000001 0.10022500000000002 0.089605000000000018 0.090535000000000018 0.088010000000000019 0.087425000000000017 0.62931500000000018 -0.43587999999999999 -0.020804999999999994 -0.078224999999999989 -0.31455999999999995 0.0051600000000000005 1.0000000180025095e-35 0.11475 0.11253500000000001 0.088760000000000019 0.10331000000000001 0.10981000000000002 0.10855000000000002 0.11177500000000001 0.13340000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -4 -7 9 10 11 14 13 -13 15 16 -9 18 -18 20 -19 22 23 24 25 26 27 29 -28 -21
right_child=-2 2 5 -5 -6 7 -8 8 -10 -11 -12 12 -14 -15 -16 -17 17 19 -20 21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-2.9195898659530768e-07 1.9054587056643869e-07 5.1392721616139176e-07 -3.4477548599011844e-07 -2.2125942190801392e-07 6.5234538837444236e-08 -1.6393483410759304e-07 1.5739076003785982e-07 2.4883239115340643e-07 2.4809990879504084e-07 -2.0499322291610811e-07 2.5008827376401167e-07 4.4208741627471683e-07 -5.6158376639340692e-07 -1.4959828433802614e-07 4.3050067773720006e-07 -3.054733443490095e-07 -3.5954977689648929e-07 -7.7055402497909895e-08 2.6415685791140021e-08 7.9715362972515233e-09 3.8438870596950658e-07 -3.9460448974859039e-07 3.1558780733575991e-07 -2.8530597511178258e-07 2.7668604589269398e-07 2.3554777719425602e-07 -4.0116279785781659e-07 5.7012129146146016e-07 -1.8212286714320179e-08 -3.9077599712555871e-07
leaf_weight=21 20 20 38 21 22 32 31 21 20 26 24 20 24 26 20 22 23 34 28 2068 33 21 20 24 21 22 38 22 339 20
leaf_count=21 20 20 38 21 22 32 31 21 20 26 24 20 24 26 20 22 23 34 28 2068 33 21 20 24 21 22 38 22 339 20
internal_value=0 -1.22843e-09 7.53828e-10 1.12179e-07 2.78898e-07 -1.57291e-09 -1.19165e-07 1.17941e-09 2.99136e-09 1.29862e-09 3.16747e-09 1.08521e-09 -1.21797e-07 1.07656e-07 4.18384e-09 1.0901e-09 3.55696e-09 1.6584e-09 -1.47647e-07 4.51888e-09 1.50223e-07 7.5696e-10 3.98252e-09 1.54238e-09 4.26348e-09 1.98333e-09 -8.27768e-11 1.00532e-08 -5.68121e-08 4.15212e-09
internal_weight=0 3101 3080 63 42 3017 69 2948 2916 2896 2870 2846 70 46 2776 2756 2734 2713 51 2662 67 2595 2574 2554 2530 2509 2487 2110 377 2088
internal_count=3121 3101 3080 63 42 3017 69 2948 2916 2896 2870 2846 70 46 2776 2756 2734 2713 51 2662 67 2595 2574 2554 2530 2509 2487 2110 377 2088
is_linear=0
shrinkage=0.1


Tree=9466
num_leaves=31
num_cat=0
split_feature=1210 133 133 3 0 13 42 2 12 13 1208 1213 1212 13 1211 132 15 393 401 402 128 4 1185 393 1184 390 1 10 33 52
split_gain=6.88885e-11 5.06922e-10 5.80211e-10 4.21165e-10 1.45238e-09 1.41245e-09 8.32917e-10 3.64049e-10 5.79683e-10 3.04939e-10 1.46119e-10 8.32057e-11 1.51266e-10 5.40256e-10 2.94744e-10 1.25555e-10 4.78741e-10 2.88684e-10 1.01582e-10 1.23149e-10 7.94498e-11 3.38679e-10 2.51898e-10 1.26889e-10 9.13123e-11 8.26247e-11 8.48019e-11 1.91178e-09 9.58316e-10 3.77358e-10
threshold=-0.00046999999999999993 0.40431 0.26753000000000005 -0.078724999999999976 -0.07847999999999998 -0.089109999999999981 0.086325000000000013 0.084145000000000011 0.087445000000000009 -0.0044799999999999987 0.11531000000000001 0.51049000000000011 0.11796000000000001 -0.06977499999999999 0.11048500000000001 -0.083284999999999984 0.091475000000000015 0.12069000000000002 -1.0000000180025095e-35 -0.42321999999999993 0.10773500000000001 -0.079329999999999984 0.091055000000000011 0.09389500000000002 0.083155000000000021 0.088375000000000023 0.09253500000000002 -0.0026549999999999994 -1.0000000180025095e-35 0.4099850000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7 -9 -10 11 12 14 -14 15 16 -2 18 -17 -20 22 -22 23 24 25 26 27 -21 -28 -30
right_child=10 -3 -4 4 -6 6 -8 8 9 -11 -12 -13 13 -15 -16 17 -18 -19 19 20 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-6.4305360145529754e-07 -1.9756868515902761e-08 4.3586662779186251e-07 -4.6655743422737337e-07 9.606331039435645e-07 -1.7285591345975823e-07 2.7823499893796765e-07 5.0530508162456754e-07 -5.3504729169599859e-07 3.3634677695290738e-07 -1.8544564210169295e-07 -2.6734137866431717e-07 1.9113466358724264e-07 -5.2075343411363817e-07 1.8989533373314771e-07 3.6335850679010537e-07 -1.6145623905645269e-07 -4.8105772608463532e-07 3.7098749587693467e-07 2.0605928958847756e-07 -9.890800814105207e-07 4.29393674310285e-07 -9.7922092687315023e-08 -3.4863404729484114e-07 2.2333195943247119e-07 -2.1591241633700522e-07 1.759448910121364e-07 6.8865054634854806e-07 -4.5658461011388787e-09 2.5050431330300042e-08 -2.1420390005941514e-07
leaf_weight=30 167 30 24 20 26 26 39 26 21 24 21 22 23 20 22 39 26 21 29 20 21 29 21 25 20 26 21 1429 781 72
leaf_count=30 167 30 24 20 26 26 39 26 21 24 21 22 23 20 22 39 26 21 29 20 21 29 21 25 20 26 21 1429 781 72
internal_value=0 4.86759e-08 -5.43274e-10 5.2213e-08 3.19965e-07 -2.19834e-08 1.15017e-07 -4.19024e-08 -1.59136e-07 5.80575e-08 -4.53204e-09 -2.58462e-09 -4.1002e-09 -1.90219e-07 -1.20995e-09 -4.12968e-09 -8.1901e-08 1.74732e-09 -1.31389e-09 1.19035e-09 -1.21988e-09 1.23551e-07 -3.80312e-09 -7.78283e-10 -3.14331e-09 -1.33174e-09 -3.3159e-09 -1.81547e-08 2.12853e-08 4.85546e-09
internal_weight=0 266 236 212 46 166 136 97 71 45 2855 2834 2812 43 2769 2747 193 2554 2533 2494 2465 50 2415 2394 2369 2349 2323 1449 874 853
internal_count=3121 266 236 212 46 166 136 97 71 45 2855 2834 2812 43 2769 2747 193 2554 2533 2494 2465 50 2415 2394 2369 2349 2323 1449 874 853
is_linear=0
shrinkage=0.1


Tree=9467
num_leaves=31
num_cat=0
split_feature=1209 2 34 34 97 33 4 2 16 8 131 131 480 42 160 1456 4 1210 480 2 480 42 42 2 1447 45 2 2 2 130
split_gain=8.28524e-11 4.9396e-10 7.7505e-11 9.27217e-11 4.58768e-10 1.96042e-10 1.94065e-10 9.12388e-11 6.95166e-10 5.6249e-10 8.50931e-11 3.95869e-10 4.39377e-10 1.14771e-09 2.08798e-10 1.53254e-10 1.72539e-10 2.56648e-10 1.47158e-10 1.322e-10 1.26153e-10 4.71719e-10 1.39044e-09 9.00071e-10 1.93014e-10 1.65928e-10 1.40126e-10 1.02298e-09 4.46697e-10 3.73614e-10
threshold=-0.087714999999999987 0.084245000000000014 -0.10561499999999999 -0.057544999999999992 -0.071434999999999985 -1.0000000180025095e-35 0.061775000000000004 -1.0000000180025095e-35 -0.056919999999999991 0.088180000000000022 0.090690000000000007 0.090175000000000019 0.11191000000000002 0.091545000000000015 -0.42244999999999994 -0.052299999999999992 -0.086849999999999997 -0.08126499999999999 0.10344000000000002 0.14753000000000002 0.086930000000000021 0.086135000000000003 0.091205000000000008 0.086885000000000004 0.050705000000000007 0.094030000000000016 0.091055000000000011 0.09142500000000002 0.090675000000000019 0.085870000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -5 -4 8 9 -7 11 12 18 -14 -12 -16 -17 -18 20 -19 24 23 -23 -22 25 26 28 -28 29 -9
right_child=2 -3 3 5 -6 7 -8 10 -10 -11 14 -13 13 -15 15 16 17 19 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=5.1610522177725216e-07 -1.5229113046189016e-07 -1.1370792060116593e-07 1.1958641605551867e-07 -3.1521532662281975e-07 5.0503543374837873e-07 7.1204397639493524e-07 -2.7427910478585528e-07 -4.2368473534762837e-08 -2.8021312718449516e-07 2.5006913736328546e-08 3.4809856831516518e-07 -4.5348264620770351e-07 8.6587606272559026e-07 -1.5982673862898384e-07 2.5568035893614319e-07 2.0796342623283536e-07 -3.6080795341929063e-07 -1.9110059511205635e-08 -2.5882882980591642e-07 2.4339248165276897e-07 7.9563679261954426e-07 -5.285093229104225e-07 4.978240525588262e-07 -1.2067218278075785e-08 -2.7600377856223144e-07 -2.4548265190086722e-07 6.6257359729130867e-07 2.4391276747764e-09 -4.4278954629379979e-07 1.5156423957824413e-07
leaf_weight=20 34 33 29 20 21 22 22 1025 29 26 21 20 20 24 26 36 21 222 24 21 22 33 22 37 28 30 24 1073 26 110
leaf_count=20 34 33 29 20 21 22 22 1025 29 26 21 20 20 24 26 36 21 222 24 21 22 33 22 37 28 30 24 1073 26 110
internal_value=0 1.23957e-07 -2.14803e-09 -4.65474e-10 1.11661e-07 -3.19104e-09 -5.03164e-08 -1.06987e-09 1.0635e-07 3.39899e-07 -3.9569e-09 -1.03546e-08 -6.80671e-09 3.06402e-07 4.24677e-08 2.27798e-08 2.59508e-09 -2.54097e-08 -1.24225e-08 3.57535e-09 -9.98886e-09 9.27092e-08 -1.17976e-07 2.89111e-07 -1.50439e-08 -1.18504e-08 -8.74632e-09 1.68814e-08 -3.29614e-08 -2.35732e-08
internal_weight=0 53 3068 3034 72 2962 51 2942 77 48 2865 2518 2498 44 347 326 300 264 2454 243 2430 114 55 59 2316 2288 2258 1097 1161 1135
internal_count=3121 53 3068 3034 72 2962 51 2942 77 48 2865 2518 2498 44 347 326 300 264 2454 243 2430 114 55 59 2316 2288 2258 1097 1161 1135
is_linear=0
shrinkage=0.1


Tree=9468
num_leaves=31
num_cat=0
split_feature=421 9 10 34 11 12 147 147 2 147 97 160 160 3 150 2 0 483 133 0 0 159 13 15 2 151 16 52 160 0
split_gain=7.41898e-11 1.72429e-10 2.33543e-10 3.76535e-10 1.84057e-10 1.32896e-10 8.74977e-11 1.14363e-10 3.49384e-10 9.03778e-11 8.23357e-11 8.06931e-11 5.30496e-10 2.86208e-10 5.81777e-10 3.43008e-10 6.34495e-10 3.17553e-10 3.6061e-10 2.65366e-10 2.51118e-10 3.24801e-10 2.23941e-10 2.46059e-10 3.06463e-10 1.84832e-10 5.33824e-10 2.28126e-10 2.07702e-10 2.97448e-10
threshold=-1.0000000180025095e-35 0.092410000000000006 0.053330000000000009 -0.028109999999999996 -1.0000000180025095e-35 -0.015429999999999998 0.10361000000000002 0.092070000000000013 0.10644500000000001 0.090115000000000015 -0.086244999999999988 0.081905000000000019 0.062030000000000009 0.096675000000000011 0.08882000000000001 0.10912000000000001 -0.070889999999999995 -0.03601999999999999 0.087415000000000007 -0.082284999999999983 -0.091069999999999984 0.087995000000000004 -0.090639999999999984 -0.090344999999999995 0.092235000000000025 0.015440000000000001 -0.015314999999999997 -0.023194999999999997 0.041220000000000007 -0.081584999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -3 7 9 -9 10 -6 12 25 14 15 16 17 18 19 -13 22 -22 -19 24 -24 28 -27 -28 -12 -30
right_child=1 5 3 -5 6 -7 -8 8 -10 -11 11 13 -14 -15 -16 -17 -18 20 -20 -21 21 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-1.9197659355540965e-07 2.8331842209492764e-07 6.3192327984108408e-10 -5.3451561666541969e-07 7.1760059725534122e-08 1.8087735386984605e-07 3.3604946236420331e-07 -1.7985777642205971e-07 -1.1804968718955761e-07 4.6595806736604571e-07 -2.0326814458697259e-07 -6.5997750160712762e-10 -2.5435317742118389e-07 4.8312106630617017e-07 -3.0877561026481755e-07 4.3861253550184867e-07 2.2329891982199348e-07 -4.7274019825755732e-07 -2.9560640629452709e-07 4.9579347740107204e-07 2.3144229962089531e-07 -5.0162411677471636e-07 -4.005981056267164e-08 -3.5716846404909578e-07 3.6882990087860892e-07 1.1664818472592405e-07 4.6093533571269232e-07 1.7528634253949349e-07 -2.337272696214162e-07 -5.0413021085660142e-07 2.8718126672670636e-08
leaf_weight=20 23 21 21 20 25 27 27 21 20 22 2349 22 23 37 26 39 38 22 21 23 30 31 20 20 43 33 25 30 20 22
leaf_count=20 23 21 21 20 25 27 27 21 20 22 2349 22 23 37 26 39 38 22 21 23 30 31 20 20 43 33 25 30 20 22
internal_value=0 1.24386e-09 -1.71287e-09 -2.38771e-07 1.51402e-09 1.89304e-07 -6.54434e-10 9.79088e-10 1.66832e-07 -1.34887e-09 1.83456e-10 -1.38834e-09 5.0727e-09 -4.48441e-08 -1.56934e-08 -5.39198e-08 -9.39625e-08 -3.19213e-08 1.53622e-07 -6.05771e-09 -1.05692e-07 -2.67059e-07 -1.19451e-08 6.32422e-08 -3.37698e-08 6.374e-10 1.42968e-07 -4.7812e-08 -4.60104e-09 -2.25019e-07
internal_weight=0 3101 3053 41 3012 48 2989 2962 41 2921 2899 2874 2502 372 335 309 270 232 66 45 166 61 105 83 63 2479 88 55 2391 42
internal_count=3121 3101 3053 41 3012 48 2989 2962 41 2921 2899 2874 2502 372 335 309 270 232 66 45 166 61 105 83 63 2479 88 55 2391 42
is_linear=0
shrinkage=0.1


Tree=9469
num_leaves=31
num_cat=0
split_feature=1209 2 1209 42 1212 1212 1213 1212 42 52 1213 1210 402 403 403 401 401 16 401 43 2 2 479 399 1447 132 0 47 0 4
split_gain=6.77519e-11 3.75986e-10 9.07775e-11 2.93382e-10 6.82927e-11 1.26252e-09 6.6509e-10 2.2456e-10 1.18216e-10 2.55834e-10 1.00216e-10 2.27634e-10 1.24926e-10 2.55625e-10 2.91833e-10 1.08246e-10 1.29241e-10 2.17406e-10 1.45847e-10 3.46565e-10 1.21288e-10 1.39169e-09 5.84348e-10 5.00291e-10 3.92747e-10 3.23161e-10 3.71077e-10 2.27963e-09 1.06298e-09 9.0801e-10
threshold=-0.087199999999999986 0.084245000000000014 -0.065739999999999979 0.092145000000000019 -0.089544999999999986 -0.073259999999999978 -0.085714999999999986 -0.009474999999999999 -0.010544999999999997 0.086275000000000004 -0.24064499999999997 -0.13847499999999999 0.11174500000000002 -0.54856499999999986 -0.53255499999999989 0.09530000000000001 0.085900000000000018 -0.020119999999999996 0.076195000000000013 -0.15582499999999996 0.084415000000000004 0.084055000000000005 0.091680000000000011 0.091580000000000009 0.059120000000000013 -0.083284999999999984 -0.10224499999999999 0.092710000000000015 -0.097274999999999986 0.052250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 8 -7 -4 -10 -9 -12 13 -13 -15 16 18 -18 20 -20 21 22 23 25 -22 -16 27 29 -28 -27
right_child=2 -3 4 -5 5 7 -8 10 9 -11 11 12 -14 14 15 -17 17 -19 19 -21 24 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=4.3112645264707024e-07 8.5405485634737495e-08 -9.9426539827451216e-08 -2.695530221656513e-07 -4.2844648078244064e-07 -7.9465791216648538e-07 2.4738134961531566e-07 4.7155989910889262e-07 -1.7938909609384728e-07 1.7867969656240999e-07 -2.3101397785665172e-07 2.7088210664084233e-07 2.9095563490955102e-07 -2.0122755137025151e-07 -3.8313766978603783e-07 -2.5140844063545587e-07 -1.7974266105132605e-07 3.2024517615525383e-07 -1.0004357573478729e-07 8.0501867927296197e-08 -4.7576532993042792e-07 -1.7416276253289037e-08 7.0360613411442816e-07 -4.7662618243293767e-07 5.1814081416523548e-07 3.5356247359420105e-07 -1.6839498521625092e-07 7.7311090365128629e-07 -9.8651100396788633e-07 3.0723898231552098e-08 6.6087793343335168e-07
leaf_weight=22 25 34 22 20 20 37 31 31 35 27 31 30 31 20 44 33 32 20 24 21 1789 30 24 20 29 31 20 24 541 23
leaf_count=22 25 34 22 20 20 37 31 31 35 27 31 30 31 20 44 33 32 20 24 21 1789 30 24 20 29 31 20 24 541 23
internal_value=0 1.09005e-07 -1.98875e-09 -1.42973e-07 1.12008e-10 -2.87998e-09 7.56922e-08 2.60895e-09 -7.04018e-08 2.64709e-10 -5.71029e-10 1.39679e-09 -1.60179e-09 6.44457e-10 -2.55163e-09 2.62316e-10 2.48543e-09 1.58596e-07 -6.1294e-10 -1.79089e-07 2.50607e-09 3.61394e-08 8.59608e-09 2.51613e-08 -1.14986e-08 1.07256e-08 2.87755e-08 -1.75594e-07 5.71905e-08 1.84814e-07
internal_weight=0 56 3065 45 3020 2905 115 2885 84 62 2848 2817 2786 2755 2725 2705 2672 52 2620 45 2575 757 727 703 1818 683 639 78 561 54
internal_count=3121 56 3065 45 3020 2905 115 2885 84 62 2848 2817 2786 2755 2725 2705 2672 52 2620 45 2575 757 727 703 1818 683 639 78 561 54
is_linear=0
shrinkage=0.1


Tree=9470
num_leaves=31
num_cat=0
split_feature=44 46 1429 475 105 33 33 34 9 1 15 153 475 1429 0 0 12 2 51 1213 1210 2 2 42 2 1 43 160 2 160
split_gain=7.00895e-11 3.0148e-10 1.23523e-10 1.4361e-10 7.80809e-11 1.15498e-10 7.44084e-11 1.68597e-10 8.71026e-11 1.00342e-10 2.7069e-10 9.0758e-11 1.01814e-10 1.07785e-10 1.43783e-10 4.03571e-10 3.16372e-10 3.80237e-10 1.14794e-10 4.59853e-10 8.54687e-10 3.40077e-10 1.12533e-09 1.03495e-09 5.39648e-10 6.75241e-10 4.12301e-10 3.63028e-10 3.10944e-10 5.46976e-10
threshold=0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.13528000000000004 0.080965000000000023 -0.0066799999999999993 0.085305000000000006 -0.085114999999999982 -0.036024999999999995 0.16540500000000002 -0.56020999999999987 1.0000000180025095e-35 0.055635000000000011 0.12387000000000002 0.11070500000000001 0.062580000000000011 0.096395000000000022 0.10584500000000001 0.078435000000000019 -0.083944999999999978 -0.062079999999999989 0.094095000000000012 0.089725000000000013 0.081660000000000024 0.11215000000000001 0.11249000000000002 -0.04652499999999999 -1.0000000180025095e-35 0.084305000000000005 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 7 -7 -9 10 -10 12 13 14 15 18 17 -16 -12 -20 -21 22 28 -24 26 -26 -23 -28 -22 -30
right_child=1 -3 3 -5 -6 6 -8 8 9 -11 11 -13 -14 -15 16 -17 -18 -19 19 20 21 24 23 -25 25 -27 27 -29 29 -31
leaf_value=-2.4958920874951223e-07 4.1643090924026184e-07 -9.1911333452035913e-08 2.0917522986197723e-07 2.6682751055773227e-07 -1.9417529198931119e-07 2.6322535712589948e-07 -1.4343654415087431e-07 -1.5971219527598026e-07 -3.4428329386223003e-07 2.1678920774093059e-07 9.2848266571026097e-09 -1.7584102587189308e-07 1.6676410631269983e-07 -2.1580067625044965e-07 1.6023777398288531e-07 -4.5049519570738999e-07 3.5668857063026536e-07 -3.3077376495604941e-07 3.7568833715084794e-07 -6.9570798405580033e-07 -1.571474630779335e-07 2.7787642783263631e-09 -1.5772471694422814e-07 -1.0995830695037514e-06 -6.0470951688157157e-07 4.2904961392393846e-08 1.3257428179258569e-07 7.0417339122741406e-07 -2.3853663419812519e-08 5.6768416424223356e-07
leaf_weight=20 20 28 26 20 21 24 37 35 23 21 2229 29 37 23 46 20 36 24 24 21 60 38 28 20 21 69 20 25 54 22
leaf_count=20 20 28 26 20 21 24 37 35 23 21 2229 29 37 23 46 20 36 24 24 21 60 38 28 20 21 69 20 25 54 22
internal_value=0 1.19898e-07 -1.88077e-09 -2.58051e-10 -2.01925e-09 -6.79515e-10 -2.50678e-09 -7.3859e-10 -2.90445e-09 -1.00539e-09 -2.59957e-09 1.61756e-10 1.97364e-09 -2.19613e-10 1.57885e-09 -2.98765e-09 1.15784e-07 -8.10904e-09 4.14154e-10 -4.87717e-08 -7.57216e-08 -3.92518e-08 -1.3389e-07 -5.50166e-07 6.14044e-08 -1.08205e-07 2.45318e-07 4.50129e-07 1.30302e-08 1.47381e-07
internal_weight=0 48 3073 3053 3033 3012 2986 2949 2925 2890 2869 2846 2817 2780 2757 2651 106 70 2631 402 378 357 184 48 173 90 83 45 136 76
internal_count=3121 48 3073 3053 3033 3012 2986 2949 2925 2890 2869 2846 2817 2780 2757 2651 106 70 2631 402 378 357 184 48 173 90 83 45 136 76
is_linear=0
shrinkage=0.1


Tree=9471
num_leaves=31
num_cat=0
split_feature=1429 1420 45 45 1 1 484 40 1 43 376 9 10 0 3 156 159 1 48 156 474 4 3 147 3 13 15 1 13 15
split_gain=7.71539e-11 1.45621e-10 8.1377e-11 1.07083e-10 7.86684e-11 2.8779e-10 2.65509e-10 6.39896e-10 2.57836e-10 2.25138e-10 2.06037e-10 1.67259e-10 2.4353e-10 1.26159e-10 1.10141e-10 3.57301e-10 4.2369e-10 3.35836e-10 2.76451e-10 2.62562e-10 2.27458e-10 1.16069e-10 2.82959e-10 2.68703e-10 1.25089e-10 1.20175e-10 1.27376e-10 1.46473e-09 4.90419e-09 2.15741e-09
threshold=0.12521000000000002 -0.086589999999999986 0.10331000000000001 0.083445000000000005 0.13534000000000004 0.13756000000000004 0.090535000000000018 -0.07632499999999999 0.13332000000000002 -0.063379999999999978 0.092115000000000016 0.092235000000000011 0.0036750000000000007 -0.09595999999999999 0.11658 0.083635000000000015 0.082105000000000025 0.10658000000000002 0.016865000000000002 0.3248100000000001 0.11421000000000002 0.41379000000000005 0.0022600000000000003 0.092070000000000013 0.10732000000000001 -0.16152999999999998 -0.10203999999999998 0.092695000000000013 -0.0095349999999999983 -0.10653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -6 7 -7 10 -9 11 12 14 -11 19 16 17 -16 -19 20 21 23 -23 24 25 -3 27 29 -29 -27
right_child=-2 2 -4 -5 5 6 -8 9 -10 13 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-2.6370549646582645e-07 1.9577534395409655e-07 -2.2485306816477646e-07 1.6172530396737961e-07 -2.3174724809393867e-07 -3.4109083821198102e-07 4.7804328820534792e-07 -2.8114217168909558e-07 -3.6601309846062694e-07 3.6217655889458912e-07 -1.5600621299409587e-07 -3.1020678323199846e-07 -2.4350661499704951e-07 2.7258292414867423e-07 1.2558459394575138e-07 -1.4127864911360718e-07 4.8318189548979263e-07 -3.9096080925560275e-07 5.2887719922030862e-07 4.3713681239039392e-08 -3.6184190548738121e-07 3.2965367101464188e-07 -8.8706740110060094e-09 -4.3446345303198631e-07 3.4326754561922589e-07 2.4292349461943342e-07 5.0709091694414015e-08 -7.5152359877062024e-09 -1.6028808753270297e-07 1.7743099465405978e-06 -1.050145557393023e-06
leaf_weight=21 20 24 31 20 31 28 28 20 20 26 21 27 34 41 29 20 20 24 23 20 21 61 21 23 21 162 2206 38 20 20
leaf_count=21 20 24 31 20 31 28 28 20 20 26 21 27 34 41 29 20 20 24 23 20 21 61 21 23 21 162 2206 38 20 20
internal_value=0 -1.26716e-09 5.22194e-10 -1.1168e-09 4.06015e-10 -6.48738e-08 -4.99457e-09 6.22414e-08 4.38454e-09 -7.15799e-08 1.86043e-09 4.18929e-09 6.58893e-09 1.63105e-08 3.30386e-09 9.86708e-08 1.85643e-08 1.26334e-07 2.91457e-07 -8.9127e-10 1.86724e-09 -7.84348e-10 -1.17864e-07 3.03448e-09 -1.06976e-10 -2.17323e-09 1.16937e-11 6.91967e-08 5.06815e-07 -7.02639e-08
internal_weight=0 3101 3080 3049 3029 174 143 115 2855 87 2835 2814 2787 67 2753 116 96 76 47 2637 2617 2596 82 2514 2491 2470 2446 240 58 182
internal_count=3121 3101 3080 3049 3029 174 143 115 2855 87 2835 2814 2787 67 2753 116 96 76 47 2637 2617 2596 82 2514 2491 2470 2446 240 58 182
is_linear=0
shrinkage=0.1


Tree=9472
num_leaves=31
num_cat=0
split_feature=132 1203 393 50 13 33 1375 2 13 13 12 2 51 51 43 13 2 16 43 158 1213 15 0 47 47 47 1452 14 9 2
split_gain=7.41703e-11 1.86166e-09 1.051e-09 3.64864e-10 7.11586e-11 3.89537e-10 3.66233e-10 4.58977e-10 9.24062e-10 7.91277e-10 5.95188e-10 1.13959e-09 8.02921e-10 1.94558e-09 4.44706e-10 9.23452e-10 6.86651e-10 4.17933e-10 4.56326e-10 1.95269e-10 1.90909e-10 1.7869e-10 1.80454e-10 1.63947e-10 7.16128e-10 6.65446e-10 1.33418e-10 1.26346e-10 1.73546e-10 1.48841e-10
threshold=-0.083284999999999984 0.089480000000000018 0.12679500000000002 0.10022000000000002 -0.088319999999999996 -0.009184999999999997 0.060690000000000008 0.084885000000000002 -0.089109999999999981 -0.08971999999999998 0.088245000000000004 0.09358000000000001 0.081440000000000026 0.097000000000000017 -0.0047449999999999992 -0.093219999999999983 0.081685000000000021 -0.13941499999999998 0.0034250000000000005 0.080695000000000003 -1.0000000180025095e-35 -0.03241999999999999 -0.11242999999999999 0.094160000000000008 0.09717000000000002 0.090100000000000013 -0.073879999999999987 0.083150000000000016 0.086220000000000005 0.090790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 -6 7 8 14 10 12 -12 19 -14 16 -16 -2 -13 -19 20 -9 22 -22 25 -25 26 -7 28 -28 -29
right_child=2 -3 -4 -5 5 23 -8 9 -10 -11 11 17 13 -15 15 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=6.6628497835113249e-09 7.792499402463047e-08 9.5137635352806511e-07 -7.2665273947336579e-07 -4.4381464149978454e-07 -3.8462925136560378e-07 2.4024732593633503e-07 4.3249617233827433e-07 1.8244471959860676e-07 7.3675971782944068e-07 -5.8123814263502454e-07 7.4761179449625263e-07 -2.3808419484794286e-07 -9.9905710001245299e-07 1.6959218045136431e-07 4.0476417577195165e-08 8.0213092388703446e-07 -6.121824582245543e-07 -1.2266636076674331e-07 5.4476229603919601e-07 2.2322730266085624e-07 1.5853229919657404e-07 -2.7728564480192303e-07 -1.697325658219196e-07 6.4943525927674279e-07 2.2942491544160232e-08 -4.8711070891825111e-07 -7.540936669960697e-09 -3.7620577252539534e-07 2.3095237518264773e-07 9.5938718303045792e-09
leaf_weight=178 46 21 20 20 27 22 22 29 23 26 27 39 29 28 78 20 21 20 21 34 33 39 34 20 208 29 1936 20 31 20
leaf_count=178 46 21 20 20 27 22 22 29 23 26 27 39 29 28 78 20 21 20 21 34 33 39 34 20 208 29 1936 20 31 20
internal_value=0 5.61123e-08 -4.23961e-09 -3.88399e-08 7.73663e-10 -7.01988e-09 3.24546e-08 1.63652e-08 1.42947e-07 -4.99226e-08 -8.43848e-09 1.85859e-07 -1.00429e-07 -4.24984e-07 6.01727e-08 1.95916e-07 -1.38377e-07 -3.73253e-09 2.19187e-07 9.03635e-09 -4.4908e-08 -1.07108e-07 -8.04987e-09 -2.55993e-09 7.7898e-08 -1.14736e-08 -4.67547e-09 -7.36022e-09 -3.78227e-09 -1.83306e-07
internal_weight=0 219 2902 198 2882 2313 569 547 188 359 333 107 226 57 165 98 67 80 41 169 135 106 67 2286 228 2058 2029 2007 1967 40
internal_count=3121 219 2902 198 2882 2313 569 547 188 359 333 107 226 57 165 98 67 80 41 169 135 106 67 2286 228 2058 2029 2007 1967 40
is_linear=0
shrinkage=0.1


Tree=9473
num_leaves=31
num_cat=0
split_feature=12 4 1186 0 0 1185 42 132 43 394 1203 129 394 390 13 16 133 399 39 9 13 9 1 34 2 43 43 1210 48 52
split_gain=6.62354e-11 1.25815e-10 6.70929e-11 2.15714e-10 3.21267e-10 1.58202e-10 1.75979e-10 1.15672e-10 3.12962e-09 1.88931e-09 3.48933e-10 1.06444e-10 1.81537e-10 1.65968e-10 9.37715e-11 9.42309e-11 1.85472e-10 1.26428e-10 7.87772e-11 2.6951e-10 4.49754e-10 2.25821e-10 1.40999e-10 7.52464e-11 1.94937e-10 7.89972e-11 4.00989e-10 3.30258e-10 2.22765e-10 1.98743e-10
threshold=0.23631000000000002 0.63113500000000011 -0.0046349999999999994 -0.080434999999999993 -0.083804999999999977 0.086650000000000019 -0.019989999999999997 -0.083284999999999984 -0.011694999999999999 0.090335000000000013 0.086700000000000013 0.11091000000000001 -0.12099999999999998 0.089065000000000019 0.056795000000000005 -0.046599999999999996 -0.25159999999999993 0.087485000000000021 -1.0000000180025095e-35 0.092235000000000011 -0.0062949999999999994 0.085555000000000006 0.10984500000000001 -0.08786999999999999 -0.080614999999999978 0.060960000000000007 0.055925000000000009 0.258635 0.10271500000000001 0.084505000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -4 11 14 12 -9 18 15 16 -10 -18 22 21 -21 23 -14 -20 -25 26 27 -26 29 -27
right_child=-2 -3 7 -5 -6 -7 -8 9 10 -11 -12 -13 13 -15 -16 -17 17 -19 19 20 -22 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=4.1883626151858429e-08 -1.6906999178445403e-07 2.122742500887398e-07 1.1130417419451533e-06 3.5492706199523708e-07 -2.4359961372510955e-07 -5.7459952578373596e-08 4.2897120557938709e-07 2.5374956343122385e-07 -3.8096929366158454e-07 -9.5381443191486358e-07 -4.7032284027994007e-07 -1.8591582723791863e-07 3.2703352701446422e-07 -2.8222727229106001e-07 1.0341296547497568e-07 5.5981382449531204e-08 1.4729891309646821e-07 -1.8868064843857724e-07 1.7140995566933271e-07 7.5619268216087227e-08 -5.9501806759953989e-07 2.8432269191723336e-07 -4.846468655728131e-08 -2.9273380609202319e-07 4.6103325039361056e-09 -1.8636205730973358e-08 4.0368913829524904e-07 -4.0357562376414084e-07 2.4670033450423617e-07 -2.2525183421099169e-07
leaf_weight=23 23 28 25 22 34 29 24 28 23 21 21 31 20 21 37 33 21 24 25 20 20 28 20 23 2221 139 25 20 22 70
leaf_count=23 23 28 25 22 34 29 24 28 23 21 21 31 20 21 37 33 21 24 25 20 20 28 20 23 2221 139 25 20 22 70
internal_value=0 1.25846e-09 -6.66118e-10 6.9078e-08 1.19082e-08 1.26214e-07 2.39545e-07 -3.79962e-09 7.29651e-08 -8.92842e-09 -9.0569e-08 -1.66804e-09 4.4583e-10 -2.20656e-09 -3.27803e-08 -8.26729e-08 -1.49961e-07 -3.18902e-08 9.95793e-12 -2.12207e-09 -2.59699e-07 1.88225e-09 1.39284e-07 -1.22515e-09 -2.9378e-09 -2.68478e-10 5.41053e-09 9.67441e-10 -5.59769e-08 -8.78376e-08
internal_weight=0 3098 3070 132 110 76 47 2938 184 2754 159 2733 2702 2674 138 101 68 45 2653 2613 40 2573 40 2545 2520 2497 2266 2241 231 209
internal_count=3121 3098 3070 132 110 76 47 2938 184 2754 159 2733 2702 2674 138 101 68 45 2653 2613 40 2573 40 2545 2520 2497 2266 2241 231 209
is_linear=0
shrinkage=0.1


Tree=9474
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1186 391 128 128 128 402 16 1213 16 1213 1210 403 402 3 42 1213 1212 1212 1211 3 1210 0 403 401 133 1210 1210
split_gain=7.36985e-11 4.56971e-10 2.48335e-10 7.55987e-11 1.53824e-10 9.58395e-11 9.34679e-11 1.16084e-10 1.7263e-10 4.56107e-10 8.29809e-11 1.09409e-10 8.54654e-11 8.01586e-10 4.1765e-10 1.4083e-09 4.86991e-10 1.55111e-10 1.18524e-10 1.07711e-10 1.00586e-10 2.66768e-10 6.79497e-10 9.86726e-11 8.07078e-10 4.20228e-10 2.24848e-10 1.28812e-10 1.34634e-10 3.61773e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.090275000000000008 -0.086319999999999994 0.11876500000000001 0.10979500000000002 0.10455500000000002 0.15960500000000002 -0.082039999999999988 -0.43370499999999995 -0.08595499999999999 -0.088064999999999991 -0.13847499999999999 -0.0047449999999999992 -0.0060099999999999989 -0.082284999999999983 0.090310000000000015 -0.086394999999999986 0.13631000000000001 0.10321500000000002 0.11671000000000002 -0.082334999999999978 -0.064799999999999983 -0.078904999999999989 -0.090774999999999981 -0.06959499999999999 0.51114000000000004 -0.018549999999999994 -0.00046999999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 7 8 10 -10 11 -6 14 -14 16 -16 -12 -17 -15 20 23 22 -22 24 25 -20 -25 28 -28 -30
right_child=1 3 -4 -5 5 -7 -8 -9 9 -11 12 -13 13 18 15 17 -18 -19 19 -21 21 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=-1.5348582266776398e-08 4.6904214654898082e-07 -2.7734014054203729e-07 -3.3392653579409985e-07 1.4288070784656352e-07 -1.9984843917308398e-08 1.999522399505812e-07 -2.0604375508396929e-07 2.1119918307896606e-07 1.3035408869654932e-07 -5.4500305658677915e-07 -1.0899763981709136e-07 3.0281405218244929e-07 6.343075932591092e-07 -2.2244718422825827e-07 -9.495476159315787e-07 -1.0775915333383068e-07 5.2392388766975278e-07 2.3717178091363747e-07 4.3526836257321773e-07 -2.1944598206470221e-07 -1.1045908133217546e-07 -1.6347119190148382e-07 6.9490478360023645e-07 2.4104458968092027e-07 -6.155816144826077e-07 -1.8281376990811085e-07 -2.0855363094559228e-07 -1.8876452594598604e-07 3.7555322407456515e-07 3.5180689184146855e-10
leaf_weight=194 21 20 28 37 21 24 22 26 20 20 31 21 20 24 20 32 20 22 22 22 22 21 20 39 22 22 30 36 26 2216
leaf_count=194 21 20 28 37 21 24 22 26 20 20 31 21 20 24 20 32 20 22 22 22 22 21 20 39 22 22 30 36 26 2216
internal_value=0 4.25311e-09 -5.55296e-08 8.61668e-10 -9.87928e-10 9.71322e-10 -7.36059e-10 8.91606e-10 -1.09748e-09 -2.07324e-07 1.94758e-09 1.41415e-07 -2.48746e-10 3.72089e-09 -8.09753e-08 -2.32723e-07 1.39207e-07 3.27683e-08 -1.27979e-09 8.45112e-10 2.80246e-09 1.27541e-07 2.73048e-07 -4.54289e-10 -1.21042e-07 1.26227e-07 2.93677e-09 -1.08672e-09 1.88705e-09 4.70294e-09
internal_weight=0 2899 222 2878 2841 2821 2797 2775 2749 40 2709 42 2667 2542 125 74 51 54 2522 2498 2476 63 42 2413 66 44 2347 2308 2272 2242
internal_count=3121 2899 222 2878 2841 2821 2797 2775 2749 40 2709 42 2667 2542 125 74 51 54 2522 2498 2476 63 42 2413 66 44 2347 2308 2272 2242
is_linear=0
shrinkage=0.1


Tree=9475
num_leaves=31
num_cat=0
split_feature=1208 1209 1208 1210 401 401 34 10 9 9 2 1213 1211 1211 3 156 156 3 472 1 132 1 0 481 160 1 480 1 1 2
split_gain=6.81172e-11 1.37261e-10 1.64773e-10 1.61554e-10 1.06902e-10 8.71199e-11 6.8089e-11 7.6521e-11 2.41555e-10 1.34356e-10 1.11803e-10 6.8017e-11 1.14021e-10 7.84483e-11 6.89213e-11 2.8823e-10 1.70644e-10 1.20561e-10 1.66872e-10 8.54844e-11 7.52004e-10 2.81079e-09 2.36878e-09 4.23495e-10 3.42849e-10 3.27878e-10 3.1053e-10 3.1269e-10 4.5239e-10 3.67989e-10
threshold=0.11846000000000001 0.11743500000000001 0.10233500000000001 -0.3960249999999999 0.13571500000000003 0.12053500000000002 -0.10561499999999999 0.0036750000000000007 0.092235000000000011 0.088235000000000022 -0.023999999999999997 0.51049000000000011 0.12248500000000002 0.11301500000000002 -0.24462999999999999 0.3248100000000001 0.14862 -0.24190499999999995 0.087430000000000022 0.088975000000000012 -0.083284999999999984 0.089625000000000024 -0.082284999999999983 -0.081434999999999994 -0.52439499999999983 0.090540000000000023 0.11191000000000002 0.085605000000000014 0.084885000000000002 0.087855000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 9 -9 10 -8 12 13 14 -12 16 17 -16 19 26 22 -22 -21 -23 -25 -26 27 28 -19 -29
right_child=-2 -3 -4 4 -6 -7 7 8 -10 -11 11 -13 -14 -15 15 -17 -18 18 -20 20 21 23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-2.4519859325496161e-07 1.6118130687914345e-07 -2.5025084472541823e-07 2.5610543448806313e-07 -1.4048454204385053e-07 2.0239958208579679e-07 -1.9951452982654289e-07 1.9686838058909229e-07 3.1623617265571135e-07 -7.5831005205779525e-08 -2.2683525742195344e-07 1.2125626985456014e-07 1.7077794495272112e-07 -2.1892222730931132e-07 1.9252833100478841e-07 -2.4155097937934788e-07 -3.8174501241883264e-07 2.9029979970118807e-07 -1.659806572428614e-09 2.8676082173717534e-07 -4.0232698999886912e-07 -1.0522557852676038e-06 -4.4869204891349252e-07 1.1013713993499799e-06 3.765362773423397e-07 -3.0577577908735982e-07 -9.3201227834820096e-10 3.0476459244255239e-07 6.8054741137642612e-08 -4.392083584529398e-07 4.9078950293225998e-07
leaf_weight=27 26 22 25 34 26 22 29 30 33 26 45 23 24 21 21 20 20 1532 20 20 27 22 22 23 37 760 35 99 24 26
leaf_count=27 26 22 25 34 26 22 29 30 33 26 45 23 24 21 21 20 20 1532 20 20 27 22 22 23 37 760 35 99 24 26
internal_value=0 -1.3579e-09 4.23953e-10 -1.67317e-09 5.03322e-10 -1.24937e-09 2.17782e-10 1.84551e-09 1.10868e-07 -5.42671e-10 1.52175e-09 -4.86419e-10 -1.89424e-09 -1.65636e-11 -1.4853e-09 -3.52495e-09 -7.10816e-10 -2.89231e-09 -9.98904e-10 -3.18969e-09 -2.79475e-08 -4.79216e-08 3.85325e-07 -1.57161e-08 -4.09963e-09 -1.50841e-08 9.95389e-09 3.81566e-09 -8.40863e-09 1.55984e-07
internal_weight=0 3095 3073 3048 3021 2995 2973 2939 63 2876 2850 2821 2798 2774 2753 2708 2688 2668 2647 2627 911 869 42 842 820 797 1716 1681 1556 125
internal_count=3121 3095 3073 3048 3021 2995 2973 2939 63 2876 2850 2821 2798 2774 2753 2708 2688 2668 2647 2627 911 869 42 842 820 797 1716 1681 1556 125
is_linear=0
shrinkage=0.1


Tree=9476
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 474 157 9 10 34 11 3 131 131 160 160 159 16 475 160 132 156 130 42 42 43 484 15 12 1447 3
split_gain=7.64381e-11 3.84547e-10 2.05637e-10 6.88764e-11 1.43073e-10 9.25774e-11 6.93492e-11 2.35878e-10 2.93891e-10 1.51891e-10 1.30729e-10 9.36847e-11 2.53575e-10 3.17999e-10 1.21755e-09 8.56877e-10 1.79437e-10 2.27702e-10 1.77202e-10 1.56547e-10 1.39493e-10 1.47701e-10 4.20242e-10 2.77439e-10 1.50176e-10 2.81228e-10 4.51689e-10 1.74914e-10 1.36572e-10 3.55234e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.12521000000000002 -0.45463999999999999 0.32331500000000007 0.092410000000000006 0.053330000000000009 -0.028109999999999996 -1.0000000180025095e-35 -0.014944999999999998 0.090690000000000007 0.090150000000000022 -0.54512499999999997 -0.55248999999999981 -0.025879999999999997 0.63636000000000015 0.13528000000000004 -0.42113499999999993 0.098425000000000012 0.091555000000000011 0.08610000000000001 -0.088669999999999985 -0.091729999999999992 -0.078139999999999973 -0.017214999999999998 0.090615000000000015 0.093765000000000015 -0.085709999999999995 -0.085784999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 7 9 -9 -6 -8 12 13 14 15 -11 17 19 -13 28 21 23 -23 -20 27 -26 -27 -25 29 -15
right_child=1 3 -4 -5 5 -7 10 8 -10 11 -12 18 -14 16 -16 -17 -18 -19 20 -21 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-1.998267614699779e-08 4.3070698547169401e-07 -2.6012442428206365e-07 -3.0988229338748044e-07 1.8615543396549582e-07 2.5225016671015509e-07 2.1104141337348537e-07 -2.9217356764429835e-08 -5.0114474060505706e-07 3.4479474493309678e-08 -5.4613641654296687e-07 2.9917306324410801e-07 3.3075027415309581e-07 -3.3074653889760463e-07 3.8165909674511746e-07 7.8328577473030243e-07 3.1787817332447807e-07 -2.8247630758926337e-07 3.2832572969709874e-07 3.9005670504803465e-07 2.1630050364744117e-07 -2.1826767684680297e-07 -4.6234697023805896e-07 1.2943162630563165e-07 3.9203447733547775e-08 4.2284679444077008e-07 1.3489562821620751e-07 -3.6795542961633813e-07 -2.9508789213631794e-07 -1.9072256852805218e-08 -2.6791623518400176e-08
leaf_weight=194 21 21 28 20 24 21 27 21 20 22 22 21 24 31 24 24 24 20 26 30 21 20 30 45 23 95 22 24 2108 68
leaf_count=194 21 21 28 20 24 21 27 21 20 22 22 21 24 31 24 24 24 20 26 30 21 20 30 45 23 95 22 24 2108 68
internal_value=0 4.33712e-09 -5.65466e-08 1.22601e-09 -6.81056e-11 1.85688e-09 2.9691e-10 -1.79141e-09 -2.39865e-07 1.78929e-09 1.18223e-07 -4.35379e-10 -7.34467e-09 -4.04325e-09 2.05899e-07 -9.53462e-08 -1.0486e-08 -7.59379e-09 4.97468e-08 -1.05971e-08 3.04623e-08 4.87897e-08 -1.0728e-07 8.1996e-08 4.36727e-08 1.03182e-07 4.03424e-08 -7.70718e-08 -1.36813e-08 1.01107e-07
internal_weight=0 2899 222 2878 2858 2837 2816 2767 41 2726 49 2702 2375 2351 70 46 2281 2257 327 2237 306 285 50 235 209 140 117 69 2207 99
internal_count=3121 2899 222 2878 2858 2837 2816 2767 41 2726 49 2702 2375 2351 70 46 2281 2257 327 2237 306 285 50 235 209 140 117 69 2207 99
is_linear=0
shrinkage=0.1


Tree=9477
num_leaves=31
num_cat=0
split_feature=160 483 50 3 158 2 1451 13 160 12 160 158 131 131 47 484 15 2 12 131 1212 1203 4 12 13 1447 42 1446 1447 1446
split_gain=6.9545e-11 9.28742e-11 1.15041e-10 4.05672e-10 1.2976e-10 2.32488e-10 1.39199e-10 4.73126e-10 1.51231e-10 4.15427e-10 1.63211e-10 1.32947e-10 1.13523e-10 5.97328e-10 3.70731e-10 2.08725e-10 3.31803e-10 1.69853e-10 3.45499e-10 2.02479e-10 2.27712e-10 2.15005e-10 2.20139e-10 1.95993e-10 1.78978e-10 1.57537e-10 3.66729e-10 3.13482e-10 3.01909e-10 4.5367e-10
threshold=0.62940000000000007 -0.47181499999999993 -0.46943999999999991 -0.078244999999999995 0.11651000000000002 0.086590000000000014 0.078040000000000012 -0.085744999999999988 -0.54913999999999985 0.089625000000000024 -0.53908999999999996 0.11054500000000002 0.089305000000000009 0.091440000000000007 0.088195000000000009 -0.017214999999999998 0.093575000000000019 0.14753000000000002 -0.069644999999999985 0.13695500000000002 0.087505000000000013 1.0000000180025095e-35 -0.014149999999999998 0.094375000000000014 -0.015039999999999998 -0.085684999999999997 0.085730000000000015 0.085345000000000018 -0.081174999999999983 0.085870000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 8 -8 9 -4 -10 12 25 14 -14 -15 17 18 -17 20 21 22 24 -24 -20 26 27 -12 29 -27
right_child=-2 2 4 -5 5 -7 7 -9 10 -11 11 -13 13 15 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=2.1603476906051357e-07 -1.8135678650261463e-07 1.3751369995030804e-07 -7.5823001039949575e-08 -4.7695605852974647e-07 4.06450541070378e-07 -1.0611303516783757e-10 2.1114885623232808e-07 -3.9603314810461383e-07 -2.5517997150359406e-07 5.2548841559030287e-07 1.4174814674051144e-07 -2.4923520500340692e-07 5.6297512713854307e-07 3.0749545934278493e-07 2.8581018322408155e-08 -3.1619830470082244e-07 -3.0810917248150613e-07 2.9227795965068386e-07 -2.5881933736384879e-07 3.1462130560081886e-07 -2.3701027864753144e-07 3.5343463033703824e-07 2.8774758482960846e-07 -9.7285894042897799e-08 3.9591472516581855e-08 -6.0663965682362605e-07 3.9710899120137815e-07 -3.4520249123204397e-07 -4.0877337476350231e-09 -1.2073173200571381e-08
leaf_weight=20 21 22 27 21 22 39 21 33 25 20 39 21 34 21 21 31 35 21 37 24 32 21 39 20 44 21 32 20 2304 33
leaf_count=20 21 22 27 21 22 39 21 33 25 20 39 21 34 21 21 31 35 21 37 24 32 21 39 20 44 21 32 20 2304 33
internal_value=0 1.23837e-09 -1.56411e-10 -1.62576e-07 2.14324e-09 1.46521e-07 -8.1611e-10 -1.59907e-07 2.12396e-09 1.80054e-07 -7.84808e-10 1.44673e-09 3.30757e-09 5.41618e-08 3.58934e-07 2.58502e-09 -1.84779e-08 1.92065e-08 -3.91649e-09 4.06952e-08 6.63184e-09 5.50576e-08 1.03011e-08 1.57228e-07 -9.67196e-08 -4.58325e-09 1.24523e-07 -2.33199e-08 -9.56573e-09 -2.43293e-07
internal_weight=0 3100 3080 43 3037 61 2976 54 2922 47 2875 2850 2829 380 55 325 304 269 248 217 193 161 140 59 81 2449 91 59 2358 54
internal_count=3121 3100 3080 43 3037 61 2976 54 2922 47 2875 2850 2829 380 55 325 304 269 248 217 193 161 140 59 81 2449 91 59 2358 54
is_linear=0
shrinkage=0.1


Tree=9478
num_leaves=31
num_cat=0
split_feature=1 9 10 43 3 2 13 52 13 13 16 13 13 3 13 2 13 0 3 1212 1210 402 403 403 42 1209 13 13 42 1210
split_gain=7.37102e-11 7.7151e-11 1.91811e-10 2.66696e-10 1.3456e-10 1.34164e-10 7.30409e-11 1.46103e-10 1.92858e-10 1.13459e-10 2.9927e-10 9.23226e-11 2.61661e-10 3.25088e-10 2.79866e-10 2.74226e-10 1.65745e-10 1.10905e-10 1.10638e-10 1.03958e-10 7.76495e-10 7.34072e-10 1.50297e-10 1.88718e-10 1.54897e-10 1.46772e-10 1.1475e-10 3.71335e-10 9.15449e-10 6.8913e-10
threshold=0.16773500000000005 0.092410000000000006 0.053330000000000009 -0.080419999999999978 -0.014944999999999998 -0.080614999999999978 -0.41572999999999993 -0.091869999999999993 -0.47860499999999995 -0.17933499999999997 -0.082039999999999988 -0.097224999999999992 -0.099939999999999987 -0.071799999999999989 -0.13710499999999998 0.087955000000000019 -0.094514999999999988 -0.10836499999999999 -0.080734999999999987 -0.089544999999999986 -0.056299999999999996 0.23460000000000003 0.072365000000000027 0.62200000000000011 0.089245000000000005 0.14268500000000003 -0.091559999999999989 -0.089109999999999981 0.087825000000000014 -0.13847499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 -1 7 -7 -9 10 -8 12 13 14 17 -16 18 -11 -13 20 -18 25 -22 24 -24 26 -21 28 -28 -29
right_child=-2 4 3 -5 -6 6 9 8 -10 11 -12 16 -14 -15 15 -17 19 -19 -20 21 22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=1.9148384107874998e-07 -1.7835349287116001e-07 -1.5058637077521749e-08 4.5816485680916238e-08 -4.6442520916419503e-07 3.173213570340479e-07 -1.4137555979232274e-07 -3.2990301096948746e-07 5.169592388075149e-08 4.0883921355673787e-07 5.1950270912606187e-08 1.434387126085891e-07 -3.9301958851399922e-08 3.9454230563830035e-07 -3.3864487185669967e-07 6.1335467535172939e-08 5.5812892725271017e-07 6.4046884496010973e-07 -2.2520920404515852e-07 -3.6390897612986489e-07 1.4323570478298297e-07 -2.7004655551298217e-07 -5.4466869278257955e-07 -1.6211265697956664e-08 -1.9410400385743781e-07 3.6430871134029987e-07 2.6317272678560197e-07 -7.556318447722209e-07 5.447818426711879e-07 1.2084342186059216e-07 -5.2729907755221737e-09
leaf_weight=37 23 29 20 21 21 22 34 54 21 42 22 21 22 21 25 20 21 22 21 53 21 25 23 23 20 21 22 23 26 2345
leaf_count=37 23 29 20 21 21 22 34 54 21 42 22 21 22 21 25 20 21 22 21 53 21 25 23 23 20 21 22 23 26 2345
internal_value=0 1.32909e-09 -6.92104e-10 -2.15527e-07 1.24541e-07 2.23714e-09 -1.20483e-10 8.52262e-08 1.51696e-07 -3.00201e-09 -1.43947e-07 -2.00116e-10 7.5603e-08 2.16287e-08 9.10392e-08 2.82133e-07 -4.5236e-09 -4.33233e-08 -2.01605e-07 -1.36788e-09 9.47018e-08 -5.49334e-09 -3.70351e-08 3.71049e-08 1.60775e-07 -7.99329e-11 -2.31902e-09 -5.51207e-09 -2.80874e-07 6.96026e-11
internal_weight=0 3098 3048 41 50 3007 2970 97 75 2873 56 2817 152 130 109 45 2665 64 42 2623 108 2515 87 66 43 2490 2469 2416 48 2368
internal_count=3121 3098 3048 41 50 3007 2970 97 75 2873 56 2817 152 130 109 45 2665 64 42 2623 108 2515 87 66 43 2490 2469 2416 48 2368
is_linear=0
shrinkage=0.1


Tree=9479
num_leaves=31
num_cat=0
split_feature=394 132 43 43 43 1210 48 48 1 4 0 4 12 15 52 3 15 4 133 13 13 2 1212 2 1210 33 41 43 52 43
split_gain=6.57517e-11 1.33286e-09 1.66075e-09 7.38508e-11 4.00048e-10 2.86773e-10 1.73259e-10 2.13764e-10 2.05427e-10 5.56567e-10 1.81353e-10 1.92484e-10 1.69317e-10 1.61611e-10 1.54356e-10 1.7934e-10 3.13943e-10 2.12026e-10 1.00055e-10 1.11554e-10 3.52358e-10 7.61425e-10 3.25449e-10 1.93062e-09 1.12492e-09 3.03256e-10 2.28212e-10 1.92629e-10 3.47496e-10 2.99826e-10
threshold=1.0000000180025095e-35 -0.083284999999999984 -0.010344999999999998 0.060960000000000007 0.055925000000000009 0.258635 0.10697000000000002 0.094075000000000006 0.090275000000000008 -0.069389999999999993 -0.11242999999999999 0.10528000000000001 0.11527000000000001 -0.090644999999999989 0.10347000000000002 -0.080104999999999996 0.084840000000000013 -0.07958999999999998 -0.17773999999999998 -0.088319999999999996 -0.089109999999999981 0.084715000000000013 -0.089544999999999986 0.084715000000000013 -0.077744999999999995 -0.009184999999999997 0.082735000000000017 -0.081374999999999989 0.08257500000000001 -0.088704999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 18 7 8 10 -10 -5 12 13 -12 15 16 -15 -18 -1 20 22 -22 23 -20 -24 -21 27 29 -29 -26
right_child=1 2 -4 6 -6 -7 -8 -9 9 -11 11 -13 -14 14 -16 -17 17 -19 19 25 21 -23 24 -25 26 -27 -28 28 -30 -31
leaf_value=-2.1515718344744529e-07 7.3505741128250841e-07 -7.4192644774484515e-07 3.1559391492857521e-07 2.7939652832866041e-07 3.6659632430750363e-07 -3.7787270592559711e-07 2.4276579523530018e-07 -3.6922797822366456e-07 -6.3036747196321133e-07 -4.5961782032835882e-08 -2.5580816753745239e-07 -2.8287022715289826e-07 2.8548827197298688e-07 3.2385307861204639e-07 -1.7531715387283008e-07 2.5959586372898011e-07 2.6974354791301873e-08 -3.8732028510172059e-07 -3.8321981619338618e-07 -3.3812980375471482e-07 7.726450535017194e-07 -7.9889240467423411e-08 -7.3923346519677582e-07 9.8960738675657483e-07 4.6130719905729873e-08 -8.8981966890866672e-10 3.1223696700100882e-07 -2.6594008518194867e-08 2.509185219446228e-07 -3.9017879558400639e-07
leaf_weight=21 23 27 33 23 30 20 20 21 20 88 24 24 21 20 30 37 30 21 21 27 20 22 20 20 36 2145 27 159 63 28
leaf_count=21 23 27 33 23 30 20 20 21 20 88 24 24 21 20 30 37 30 21 21 27 20 22 20 20 36 2145 27 159 63 28
internal_value=0 8.78181e-08 -1.6029e-07 -2.39453e-09 3.4918e-09 -6.51657e-10 -4.3692e-08 -5.96506e-08 -4.04166e-08 -1.54185e-07 1.30052e-08 -1.65939e-08 1.83276e-08 -1.63043e-08 2.53485e-08 8.1089e-08 -1.19357e-08 -1.43618e-07 2.24003e-09 4.00408e-09 5.1444e-08 3.26079e-07 2.06026e-08 2.86452e-07 -1.21296e-08 -5.08203e-09 3.43307e-08 8.09482e-09 5.21595e-08 -1.44755e-07
internal_weight=0 83 60 3038 2659 2629 379 359 338 108 230 207 183 162 138 108 71 51 2609 2588 416 42 374 41 333 2172 313 286 222 64
internal_count=3121 83 60 3038 2659 2629 379 359 338 108 230 207 183 162 138 108 71 51 2609 2588 416 42 374 41 333 2172 313 286 222 64
is_linear=0
shrinkage=0.1


Tree=9480
num_leaves=31
num_cat=0
split_feature=132 393 1203 481 2 159 481 3 1 481 1455 160 1456 481 481 483 52 0 483 13 483 483 454 448 1348 16 402 16 129 51
split_gain=7.69508e-11 3.55843e-10 1.91057e-10 6.12905e-11 1.01457e-09 1.6654e-09 2.63773e-10 1.92723e-10 2.99251e-10 1.38606e-10 1.71213e-10 4.78256e-10 2.50991e-10 2.74299e-10 1.63746e-10 1.66771e-10 2.17215e-10 4.73343e-10 2.08669e-10 3.16366e-10 1.34896e-10 1.04836e-10 1.47539e-10 1.18636e-10 1.46262e-10 1.3228e-10 4.95726e-10 4.8404e-10 3.37781e-10 4.34362e-10
threshold=-0.083174999999999985 0.12069000000000002 0.088820000000000024 -0.087424999999999989 0.092875000000000013 -0.085489999999999997 -0.085629999999999984 -0.085709999999999995 0.077565000000000009 -0.08347499999999998 -0.09534999999999999 -0.072114999999999985 -0.15308499999999997 -0.081334999999999977 -0.078899999999999984 0.10083000000000002 0.12445000000000002 -0.071339999999999987 0.095085000000000017 -0.080759999999999985 0.093265000000000015 0.08956500000000002 -0.081344999999999987 0.030280000000000001 0.092395000000000019 -0.15241499999999997 0.095140000000000016 -0.14322499999999996 0.085790000000000019 0.035765000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 -5 -7 -9 -8 11 -11 -12 -14 -15 18 17 -17 20 -20 21 22 -16 24 25 26 28 -27 29 -24
right_child=1 -3 -4 6 -6 7 9 8 -10 10 12 -13 13 14 15 16 -18 -19 19 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-2.1507881251021405e-08 -1.0033618601872668e-06 4.1448386831516041e-07 -3.0094093637395806e-07 2.8962627982576097e-07 5.3012126334744441e-07 2.7335843323531405e-07 -2.4914353893088692e-07 -3.7600597750042654e-07 1.6448059134805113e-07 5.3807777000904686e-07 -2.5933706272913033e-07 -6.7598783903832782e-08 3.7186762710916812e-07 -2.655293642468994e-07 2.1530733704810958e-07 2.7209647079228583e-07 3.1794464633013545e-07 -3.3537628496560501e-07 3.2274494622520757e-08 -4.6671646944200047e-07 2.6047286866059949e-07 -1.8607958554165786e-07 -1.6053946326240558e-08 -2.0928008058052473e-07 2.7081173911369663e-07 4.7604503340504714e-07 -5.0518196188605824e-07 4.3086174781456512e-09 3.0723157300777922e-07 -4.044774794209616e-07
leaf_weight=194 21 21 28 32 22 21 22 20 21 22 37 32 20 23 32 29 38 23 27 24 20 30 287 27 20 22 23 1923 28 32
leaf_count=194 21 21 28 32 22 21 22 20 21 22 37 32 20 23 32 29 38 23 27 24 20 30 287 27 20 22 23 1923 28 32
internal_value=0 4.33587e-09 -5.67517e-08 1.34313e-09 -7.36517e-08 -2.33688e-07 4.18282e-09 2.70081e-08 -9.91714e-08 8.50394e-10 2.87315e-09 1.79158e-07 -6.9886e-10 2.94255e-09 1.13365e-10 2.47692e-09 1.36212e-07 3.4066e-09 -2.34718e-09 -2.02545e-07 1.83043e-09 -3.03581e-10 2.02444e-09 -8.65084e-10 1.54485e-09 -7.81426e-10 -5.55877e-08 9.64445e-09 -2.57875e-08 -5.50181e-08
internal_weight=0 2899 222 2878 105 83 2773 62 41 2741 2719 54 2665 2628 2608 2585 90 52 2495 51 2444 2424 2394 2362 2335 2315 370 1945 347 319
internal_count=3121 2899 222 2878 105 83 2773 62 41 2741 2719 54 2665 2628 2608 2585 90 52 2495 51 2444 2424 2394 2362 2335 2315 370 1945 347 319
is_linear=0
shrinkage=0.1


Tree=9481
num_leaves=31
num_cat=0
split_feature=481 133 160 4 1 1 1 10 481 483 1456 482 483 484 158 132 1203 132 2 48 0 48 0 1 1447 52 1447 50 402 16
split_gain=6.97171e-11 5.34437e-10 1.37649e-10 9.51522e-10 9.50208e-11 1.59885e-09 1.53074e-09 1.41004e-09 1.03073e-09 1.46442e-10 2.55223e-10 3.45633e-10 4.71142e-10 3.87904e-10 2.18367e-10 1.44905e-10 2.36038e-09 1.50556e-09 1.67885e-10 1.6223e-10 3.93845e-10 2.38658e-10 2.69925e-10 2.57329e-10 2.35991e-10 8.28535e-10 4.70164e-10 3.11771e-10 4.2208e-10 4.79962e-10
threshold=-0.15265499999999996 0.086990000000000012 -0.55248999999999981 -0.081609999999999988 0.092845000000000025 0.093400000000000025 0.09202500000000001 -0.0026549999999999994 -0.094339999999999993 -0.096724999999999992 -0.077349999999999988 0.098465000000000011 0.098395000000000024 0.10126500000000001 0.10654500000000001 -0.083284999999999984 0.089165000000000008 -0.066044999999999979 0.084145000000000011 0.092205000000000023 -0.10151999999999999 0.089670000000000014 -0.08841499999999998 0.091345000000000023 -0.086279999999999982 -0.0087299999999999982 -0.085539999999999991 0.082725000000000007 0.10708500000000001 -0.13941499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 7 -4 -9 -7 -11 12 13 14 -12 16 18 -17 -10 21 -21 23 -23 24 25 -19 -26 -28 29 -29
right_child=2 -3 4 -5 5 9 -8 8 15 10 11 -13 -14 -15 -16 17 -18 19 -20 20 -22 22 -24 -25 26 -27 27 28 -30 -31
leaf_value=1.2864226736924674e-07 -3.0183986154952436e-07 -5.2282189017205377e-07 -8.3368780593673361e-07 6.3923172888280533e-07 -8.4995272723754971e-07 -2.6755249705058215e-07 7.5977465451581308e-07 6.9086103218813324e-07 -2.5319633126722846e-07 2.6845140581599481e-07 -1.1742449868300463e-08 -3.6995915986783357e-07 3.8948380624977599e-07 -4.2816311000912974e-07 2.8832330718842058e-07 -8.6882671226362626e-07 1.112302412451527e-06 -6.7658786468365928e-07 9.24568651109544e-09 4.745878248021048e-07 3.2309979877709337e-08 -5.0649466299290679e-07 1.304872114360478e-08 -3.3141093885423409e-07 4.7217281307480753e-07 9.8354246577744895e-08 -1.5159349080187943e-08 5.1006697632451712e-07 5.045652409663149e-07 2.0086664453104749e-08
leaf_weight=34 21 20 20 22 23 21 27 22 30 34 811 26 30 22 25 20 20 22 130 24 125 20 20 23 22 37 1205 22 24 219
leaf_count=34 21 20 20 22 23 21 27 22 30 34 811 26 30 22 25 20 20 22 130 24 125 20 20 23 22 37 1205 22 24 219
internal_value=0 -1.12641e-07 1.9799e-09 1.79639e-07 -5.46328e-10 -2.59166e-08 1.18391e-08 1.76719e-09 1.01849e-08 -6.35739e-09 -5.71423e-10 -1.05788e-08 -5.64396e-11 -1.36767e-08 -2.76919e-09 2.55631e-09 8.80672e-08 -6.07632e-09 -3.99622e-08 3.71098e-09 1.03549e-07 -5.50582e-09 -2.46723e-07 6.24223e-10 5.54802e-09 -1.90607e-07 1.33048e-08 6.43742e-09 1.04642e-07 6.48152e-08
internal_weight=0 54 3067 43 3024 992 2032 2005 1985 969 948 914 888 858 836 1963 180 1783 160 1763 149 1614 40 1574 1551 59 1492 1470 265 241
internal_count=3121 54 3067 43 3024 992 2032 2005 1985 969 948 914 888 858 836 1963 180 1783 160 1763 149 1614 40 1574 1551 59 1492 1470 265 241
is_linear=0
shrinkage=0.1


Tree=9482
num_leaves=31
num_cat=0
split_feature=132 1203 399 15 2 481 481 160 1210 3 484 12 12 42 42 12 15 160 3 394 2 0 0 3 1452 1452 1452 1456 481 0
split_gain=8.07695e-11 3.79539e-10 3.5517e-10 7.61281e-11 3.34029e-10 8.84252e-10 6.29003e-10 1.21409e-09 4.78363e-10 1.13557e-09 4.45001e-10 4.94613e-10 1.4376e-09 1.55742e-09 4.25386e-10 3.741e-10 3.34877e-10 3.76198e-10 2.65126e-10 2.43294e-10 2.28749e-10 2.80894e-10 4.03109e-10 3.72193e-10 1.65098e-10 2.24455e-10 3.68303e-10 5.4489e-10 1.69618e-10 7.72232e-10
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 0.089595000000000022 0.091055000000000011 -0.0050099999999999988 -0.085749999999999979 -0.52336499999999997 -0.0049999999999999984 -0.075634999999999994 -0.017214999999999998 0.095175000000000023 0.091325000000000003 0.099210000000000007 0.10306000000000001 0.089410000000000003 0.093115000000000017 -0.40698999999999991 -0.081924999999999984 -0.12099999999999998 0.094215000000000007 -0.070154999999999981 -0.077809999999999976 -0.064674999999999983 0.10669000000000002 0.088500000000000009 0.082765000000000019 -0.081419999999999979 -0.087424999999999989 -0.086554999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 19 6 -6 -5 -8 9 -7 -9 12 15 -14 -13 18 -10 -18 -12 -2 -19 22 -22 -23 25 26 28 -28 29 -21
right_child=2 -3 -4 4 5 8 7 10 16 -11 11 14 13 -15 -16 -17 17 20 -20 24 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.6660999933887933e-08 3.1865996484725661e-07 -4.7397247030289699e-07 3.0809352673755763e-07 -5.0380845550535014e-07 5.8024282460727211e-07 8.3913769231003246e-07 6.9633383368739034e-07 2.6807622846179043e-07 -4.4791691596980279e-07 -1.9116112046345817e-07 -3.794242279977682e-07 2.9210014059878454e-07 -1.2000323897188572e-06 -2.0116134188307066e-07 -1.8459291511181875e-07 3.584731191692655e-07 -4.4156646978876783e-07 2.8375529868501162e-07 7.5213312090360489e-08 1.3690032866808158e-07 2.4423470517120907e-08 4.1502703061269133e-07 -4.7565337842604129e-07 -9.325017344963272e-08 -2.0451923288616142e-07 2.5613803558144358e-07 -6.6534833422338123e-07 7.281849590867751e-08 1.4519551876682005e-08 -6.2345599325588163e-07
leaf_weight=196 25 20 38 35 28 20 20 27 22 23 23 36 27 37 39 23 20 27 29 34 40 25 27 34 37 36 20 20 2111 22
leaf_count=196 25 20 38 35 28 20 20 27 22 23 23 36 27 37 39 23 20 27 29 34 40 25 27 34 37 36 20 20 2111 22
internal_value=0 -5.90047e-08 4.37802e-09 3.52496e-10 -3.26484e-08 4.86775e-08 -1.05732e-07 -5.23499e-08 -1.38596e-08 2.88048e-07 -1.14481e-07 -1.62748e-07 -2.74421e-07 -6.2256e-07 4.42198e-08 2.26575e-08 -8.04341e-08 -3.37021e-08 -1.25876e-07 8.3987e-09 1.96135e-08 -3.69884e-08 -1.771e-07 1.22122e-07 4.99672e-09 8.45284e-09 4.41267e-09 -2.96265e-07 9.96278e-09 -1.61811e-07
internal_weight=0 216 2905 2867 562 266 296 261 238 43 241 214 139 64 75 75 195 173 52 2305 153 126 67 59 2280 2243 2207 40 2167 56
internal_count=3121 216 2905 2867 562 266 296 261 238 43 241 214 139 64 75 75 195 173 52 2305 153 126 67 59 2280 2243 2207 40 2167 56
is_linear=0
shrinkage=0.1


Tree=9483
num_leaves=31
num_cat=0
split_feature=401 1213 13 2 402 3 1210 1213 394 16 401 1204 1203 43 43 52 0 43 1210 3 4 3 3 2 2 48 402 403 1212 403
split_gain=6.71574e-11 9.87084e-11 3.24025e-10 1.9451e-10 9.68216e-11 3.53683e-10 1.76387e-10 1.22888e-10 1.84454e-10 1.03968e-10 9.59837e-11 9.0632e-11 1.23259e-10 1.06244e-10 2.42097e-10 3.15553e-10 3.12377e-10 2.2057e-10 2.65141e-10 1.39256e-09 1.51553e-10 1.31312e-10 3.35732e-10 4.10963e-10 1.24702e-09 2.08763e-10 1.22169e-10 4.04014e-10 3.21439e-10 2.37431e-10
threshold=0.13837000000000002 0.15253500000000003 -0.084319999999999992 0.085155000000000022 -0.45015499999999992 -0.078084999999999988 0.20852500000000002 0.11076500000000002 0.264685 -0.077074999999999991 -0.099524999999999988 0.057120000000000011 -1.0000000180025095e-35 0.084740000000000024 0.0061450000000000003 0.10024500000000001 -0.085134999999999975 0.0034250000000000005 -0.13847499999999999 -0.082879999999999995 -0.080924999999999983 -0.067429999999999976 -0.087129999999999985 0.088555000000000009 0.094835000000000017 0.086910000000000015 0.11191000000000001 -0.54856499999999986 -1.0000000180025095e-35 -0.52800499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 9 7 8 10 -1 -6 12 -12 14 17 16 -16 18 19 -14 -18 22 -15 -24 -25 -23 27 -20 -28 -29
right_child=-2 2 3 -5 6 -7 -8 -9 -10 -11 11 -13 13 21 15 -17 20 -19 26 -21 -22 25 23 24 -26 -27 28 29 -30 -31
leaf_value=-1.0386221909186589e-07 -1.7822903097502214e-07 4.4806574684181606e-07 -2.4443827002910851e-07 1.350187439592381e-07 -1.7648753950172044e-07 -4.1790585927969915e-07 2.7100845760112219e-07 -2.3143753058162555e-07 3.0326614048448163e-07 2.1471715204565306e-07 2.187609513708384e-07 -1.9728132100305591e-07 -2.6675201070247567e-07 2.2563360358798154e-08 3.2192147586791243e-07 5.13150400252016e-07 1.0527118305958539e-07 -2.567155889185856e-07 3.8733319785124981e-07 8.6307566448340368e-07 -2.3718064903834246e-07 -4.6640807375285831e-08 2.620727260504142e-08 -1.0511581776029289e-06 3.9866685855568827e-08 2.7914621405500387e-07 2.3488591832519003e-08 -2.6022794283367798e-07 -4.5762037197099359e-07 2.2633724941580673e-09
leaf_weight=20 21 21 22 35 31 25 24 23 20 21 26 23 24 73 31 20 24 33 27 20 28 109 26 20 22 24 41 35 21 2231
leaf_count=20 21 21 22 35 31 25 24 23 20 21 26 23 24 73 31 20 24 33 27 20 28 109 26 20 22 24 41 35 21 2231
internal_value=0 1.20445e-09 1.12274e-07 -1.14383e-08 -1.66235e-09 -1.21452e-07 1.01225e-09 -1.19781e-09 6.2258e-10 5.93126e-08 -1.47256e-09 4.25778e-10 2.02975e-09 2.36954e-11 6.41755e-09 1.56583e-07 7.06628e-08 5.77539e-11 3.58986e-09 2.46806e-07 -7.9126e-08 -5.91311e-08 -1.26366e-07 -2.86246e-07 -4.79669e-07 1.21478e-08 -9.54307e-10 2.79093e-09 -1.39468e-07 -1.79099e-09
internal_weight=0 3100 78 57 3022 66 2956 2932 2909 41 2889 2858 2835 2809 2535 103 83 2432 2399 44 52 274 141 68 42 133 2355 2293 62 2266
internal_count=3121 3100 78 57 3022 66 2956 2932 2909 41 2889 2858 2835 2809 2535 103 83 2432 2399 44 52 274 141 68 42 133 2355 2293 62 2266
is_linear=0
shrinkage=0.1


Tree=9484
num_leaves=31
num_cat=0
split_feature=1 9 482 0 0 483 484 42 121 9 10 3 9 13 45 13 482 16 402 133 150 12 51 16 12 16 1 131 150 2
split_gain=6.15642e-11 8.53225e-11 7.70166e-11 3.08417e-10 3.17905e-10 4.98686e-10 3.18856e-10 4.00378e-10 2.67081e-10 1.44758e-10 2.59994e-10 1.91582e-10 1.69086e-10 1.40407e-10 9.31143e-11 8.43845e-11 9.33837e-11 9.05639e-11 4.38552e-10 3.18006e-10 2.69127e-10 3.10167e-10 3.01689e-10 2.0613e-10 1.98961e-10 2.97141e-10 3.32043e-10 2.12594e-10 2.80982e-10 2.75029e-10
threshold=0.16773500000000005 -0.092544999999999975 0.090355000000000005 -0.059114999999999994 -0.077809999999999976 0.11517500000000001 -0.016164999999999995 0.089245000000000005 -0.11996 0.092410000000000006 0.053330000000000009 -0.014944999999999998 0.087755000000000014 -0.082904999999999993 0.094030000000000016 -0.53104499999999988 0.08673500000000002 -0.14771999999999999 0.095140000000000016 -0.023589999999999996 0.12068000000000002 0.088365000000000013 0.081440000000000026 -0.4179199999999999 0.085700000000000012 -0.48836499999999994 0.11829500000000003 0.077860000000000013 0.078525000000000011 0.11704500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 6 -6 -4 13 -3 10 12 -11 14 -8 15 -10 17 18 19 23 21 22 24 -17 25 27 -27 28 29 -21
right_child=-2 2 3 -5 5 -7 7 -9 9 11 -12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=1.9309853818729451e-07 -1.6300286186714918e-07 -3.6813286783399237e-07 4.6116259384342857e-07 4.0608316517729854e-07 -5.3356931781091476e-07 1.1804834147236914e-07 3.9531767489127869e-09 -3.3679682926193979e-07 1.8562502977677773e-07 -1.1927187134238202e-08 -2.8765531454588713e-07 4.0713912786927152e-07 2.81695952253358e-07 3.4257673394222367e-07 -1.6520698380873001e-07 3.4182496655432719e-08 -1.9509164638975564e-07 6.668562080852014e-09 -4.7889133880248251e-07 6.6892607186730404e-08 2.1736084674373048e-07 6.9750031842750632e-08 -4.3773679738734475e-07 4.2187241125664814e-07 -3.8390802320588018e-07 3.6507936069796192e-07 -1.4181130876996426e-07 1.1649549090888979e-07 -5.4420389687948052e-07 -3.9241112197239345e-07
leaf_weight=23 23 20 21 23 23 24 24 22 24 24 32 20 21 25 35 32 25 2312 22 32 32 87 32 24 22 28 24 21 22 22
leaf_count=23 23 20 21 23 23 24 24 22 24 24 32 20 21 25 35 32 25 2312 22 32 32 87 32 24 22 28 24 21 22 22
internal_value=0 1.20972e-09 -2.25542e-10 6.68837e-08 1.07572e-08 -2.00828e-07 1.1885e-07 1.76023e-08 -3.95767e-09 -1.44004e-09 -4.21993e-09 1.78558e-07 -1.00021e-09 1.7672e-07 -3.12347e-09 -1.06881e-09 -2.70587e-09 -9.32405e-10 -4.4866e-08 -1.96053e-08 -5.78558e-08 -8.82245e-08 -1.55928e-07 2.00335e-07 -1.03192e-07 -6.17437e-08 1.3113e-07 -1.6514e-07 -2.4296e-07 -1.20231e-07
internal_weight=0 3098 3075 162 139 47 92 71 2913 2893 2849 44 2817 49 2796 2761 2737 2712 400 378 322 290 203 56 171 149 52 97 76 54
internal_count=3121 3098 3075 162 139 47 92 71 2913 2893 2849 44 2817 49 2796 2761 2737 2712 400 378 322 290 203 56 171 149 52 97 76 54
is_linear=0
shrinkage=0.1


Tree=9485
num_leaves=31
num_cat=0
split_feature=46 44 1456 97 374 120 13 130 39 42 42 33 1443 43 43 43 9 4 402 52 0 16 15 480 1419 157 156 16 157 1374
split_gain=6.09331e-11 2.25104e-10 1.16903e-10 6.49602e-11 1.67575e-10 1.62984e-10 1.30175e-10 8.40755e-10 5.43667e-10 1.55556e-10 2.86749e-10 1.20163e-10 8.18891e-11 9.59012e-11 7.59017e-10 3.83853e-10 2.18406e-10 2.23658e-10 1.76353e-10 9.9076e-10 2.54731e-10 3.33027e-10 2.61773e-10 4.00283e-10 2.72601e-10 2.85144e-10 6.30621e-10 5.04568e-10 4.00421e-10 5.22142e-10
threshold=0.084955000000000017 0.10049500000000001 0.11772000000000001 -0.086579999999999976 0.08987500000000001 0.090440000000000006 0.24813000000000004 -0.23123999999999997 0.092440000000000008 -0.088934999999999986 -0.12099999999999998 -0.044254999999999996 0.090755000000000016 -0.077824999999999991 -0.077044999999999988 -0.078139999999999973 -0.036024999999999995 -0.51843499999999987 0.079755000000000006 0.084240000000000023 -0.046359999999999991 -0.076669999999999988 0.12044500000000001 0.10252000000000001 0.086505000000000012 -0.087424999999999989 0.087400000000000019 -0.013024999999999998 -0.086394999999999986 0.088460000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -5 9 10 -8 -9 13 15 -15 18 -16 -18 20 -20 22 -22 23 24 25 26 27 -13 -27 -30
right_child=1 -3 -4 4 -6 -7 8 11 -10 -11 -12 12 -14 14 16 -17 17 -19 19 -21 21 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-1.7913600345309535e-07 3.6728855818068956e-07 -7.5344736671922874e-08 -1.7375021276786986e-07 6.5111491835523345e-07 2.3298555833566902e-07 -2.8522931103225344e-07 1.0812474468784623e-07 2.3880293670550772e-07 -5.772222436917219e-07 2.0158985970889867e-07 -3.8764219887355014e-07 -1.1509535992305387e-07 -1.6846860615197362e-07 -5.2958893274533485e-07 -3.255546469442076e-07 4.4892404565373345e-07 -2.8681202005979384e-07 3.1938990609462585e-09 -6.38402812445866e-07 2.897838667615321e-07 5.3708478413043511e-07 7.7252192435632119e-08 3.417523079524867e-07 -4.4215329637609106e-07 2.796519273139274e-07 4.3819374827659313e-07 1.9685383857971895e-07 -7.7413623089450137e-07 2.4139368925574398e-08 -4.1026617427162597e-07
leaf_weight=20 20 27 39 20 31 20 28 21 20 27 20 26 29 28 21 21 27 1765 23 23 21 63 23 20 36 22 27 21 603 29
leaf_count=20 20 27 39 20 31 20 28 21 20 27 20 26 29 28 21 21 27 1765 23 23 21 63 23 20 36 22 27 21 603 29
internal_value=0 1.1301e-07 -1.71903e-09 4.91584e-10 1.68314e-09 -7.19797e-10 1.19997e-09 5.01345e-09 -1.13967e-07 9.56767e-09 -9.84448e-08 4.77811e-10 -1.29193e-09 4.40161e-10 -1.29125e-08 2.61e-08 -4.9329e-09 -1.17561e-09 1.66237e-08 -1.74309e-07 2.64811e-08 1.9221e-07 9.23049e-09 -5.24618e-10 1.10363e-08 -2.24685e-09 -1.88301e-07 -4.0956e-07 1.88052e-08 4.2062e-09
internal_weight=0 47 3074 3035 3015 2984 2964 2869 95 75 48 2849 2828 2799 1841 958 1813 1792 937 46 891 84 807 784 764 728 74 47 654 632
internal_count=3121 47 3074 3035 3015 2984 2964 2869 95 75 48 2849 2828 2799 1841 958 1813 1792 937 46 891 84 807 784 764 728 74 47 654 632
is_linear=0
shrinkage=0.1


Tree=9486
num_leaves=31
num_cat=0
split_feature=130 121 33 34 11 1 10 4 10 1132 1 1 15 1 401 1184 132 1203 132 1185 403 14 46 14 3 3 3 3 2 402
split_gain=7.38082e-11 1.7934e-10 9.85157e-11 1.07405e-10 2.58341e-10 7.42722e-11 8.32081e-11 1.37628e-09 5.20343e-10 9.89001e-11 8.84701e-11 3.18785e-10 2.27057e-10 1.56156e-10 8.11969e-11 8.26387e-11 9.80644e-11 2.8453e-10 2.74568e-10 9.41233e-11 1.84088e-10 8.50465e-11 3.22484e-10 2.2293e-10 1.12029e-10 8.41617e-10 6.62735e-10 3.9312e-10 1.36325e-09 1.11853e-09
threshold=-0.23647499999999996 -0.088279999999999983 -0.044254999999999996 -0.08786999999999999 -1.0000000180025095e-35 0.16540500000000002 -0.012544999999999999 0.053180000000000012 -0.0091199999999999979 -1.0000000180025095e-35 0.13743000000000002 0.13265500000000002 -0.40580499999999992 0.14000500000000002 0.13837000000000002 1.0000000180025095e-35 -0.083449999999999983 0.089480000000000018 -0.076764999999999986 0.085905000000000009 -0.081499999999999989 -0.31455999999999995 0.083550000000000013 -0.46885499999999997 -0.076669999999999988 -0.075634999999999994 -0.077774999999999983 -0.078724999999999976 0.086330000000000004 0.23460000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6 -8 -10 11 14 -13 -12 15 16 17 -11 -18 21 -21 23 24 -20 26 -26 27 29 -29 -23
right_child=1 2 3 4 5 -7 8 -9 9 10 13 12 -14 -15 -16 -17 18 -19 19 20 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.9148402714108669e-07 2.6799292822943247e-07 2.1492260798151531e-07 1.8586936685475546e-07 -3.4570934947065657e-07 -3.0042459633396226e-07 -1.8918317750032679e-07 -5.1141867885462488e-07 5.7002265302690394e-07 -2.2118887216038275e-07 -2.3282859287617603e-08 -3.1548869614539401e-07 4.9677997356990424e-07 6.0274271918868956e-08 -7.1138964326149351e-09 -2.0036748011875717e-07 -1.4265924442669623e-07 3.6093203861624222e-07 -4.2215778535137365e-07 -9.4629551145295592e-08 -7.7688899024075872e-08 2.9570261293913299e-07 2.6384725620018533e-09 -3.5663549672904085e-07 3.5601812957407756e-07 4.9466622083639916e-07 1.1875693403865249e-08 -3.1153992763068215e-07 -2.0668311516861389e-07 6.7592602708340832e-07 -7.3252486512977896e-07
leaf_weight=20 25 21 30 22 39 21 20 34 20 169 24 22 26 52 20 39 22 20 21 23 31 1428 25 23 38 725 70 35 35 21
leaf_count=20 25 21 30 22 39 21 20 34 20 169 24 22 26 52 20 39 22 20 21 23 31 1428 25 23 38 725 70 35 35 21
internal_value=0 1.23891e-09 -9.29112e-10 -2.41287e-09 -4.28013e-09 -1.77882e-09 -4.59072e-10 1.04989e-07 -3.10525e-09 4.13711e-10 1.95852e-09 4.85522e-09 2.60339e-07 -1.04495e-07 3.87741e-10 1.86117e-09 3.95957e-09 -6.54918e-08 9.21641e-09 6.09005e-09 1.36665e-07 3.17758e-09 6.27569e-10 1.40936e-07 4.42501e-09 3.59203e-08 -1.06983e-08 3.16538e-09 2.34621e-07 -8.01607e-09
internal_weight=0 3101 3076 3055 3025 3003 2982 73 2909 2889 2869 2793 48 76 2745 2725 2686 189 2497 2475 54 2421 2377 44 2352 763 1589 1519 70 1449
internal_count=3121 3101 3076 3055 3025 3003 2982 73 2909 2889 2869 2793 48 76 2745 2725 2686 189 2497 2475 54 2421 2377 44 2352 763 1589 1519 70 1449
is_linear=0
shrinkage=0.1


Tree=9487
num_leaves=31
num_cat=0
split_feature=46 44 1456 156 4 133 12 1 156 1429 474 155 1 156 156 4 1 1 34 1 15 1 3 3 1 160 1447 480 0 12
split_gain=6.90118e-11 1.89995e-10 9.70531e-11 6.68609e-11 3.13461e-10 5.33519e-10 2.17251e-10 2.90619e-10 1.57018e-10 8.59403e-11 2.04539e-10 1.51631e-10 1.76865e-10 8.89016e-11 9.21983e-11 1.20958e-10 1.17693e-10 4.30075e-10 4.20106e-10 2.45218e-10 3.02363e-09 1.28534e-09 2.1849e-09 1.25407e-09 2.61541e-09 1.05382e-09 3.46042e-10 2.4183e-10 2.22341e-10 4.55163e-10
threshold=0.084955000000000017 0.10049500000000001 0.11772000000000001 -0.065739999999999979 -0.0047449999999999992 0.084655000000000022 0.086565000000000017 0.086720000000000005 -0.0039599999999999991 0.12451000000000002 -0.26322499999999993 0.11854500000000001 0.10389500000000002 0.11850000000000001 0.10788500000000002 0.50996500000000011 0.102705 0.10374500000000002 -0.057544999999999992 0.09253500000000002 -0.10203999999999998 0.091535000000000019 -0.081924999999999984 -0.069009999999999974 0.094715000000000008 -0.072114999999999985 0.059120000000000013 0.11144000000000001 -0.076899999999999982 0.095935000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 -8 -5 10 -10 13 -13 14 16 -16 18 -18 -12 21 -21 26 -23 25 -25 -22 27 -20 -27 -30
right_child=1 -3 -4 8 5 -7 7 -9 9 -11 11 12 -14 -15 15 -17 17 -19 19 20 23 22 -24 24 -26 28 -28 -29 29 -31
leaf_value=-3.34909449648535e-07 3.5387425910471394e-07 -5.2777533336249387e-08 -1.5857920553449172e-07 -2.4750265790356272e-07 -3.3386700522441971e-08 6.5032670320198086e-07 -1.555330833014068e-07 3.0271998195985364e-07 -2.9914121628478273e-07 2.0090756070853137e-07 3.925623600155502e-07 3.6809339890216585e-07 -2.4446105907248817e-08 -1.5881921389867177e-07 2.6740100818658212e-07 -3.6093484349445745e-08 -4.5735404802608557e-07 -2.5139030900849706e-08 3.3170571078456526e-09 1.0525167291344306e-06 7.6581356606456288e-07 1.6961708368512521e-07 -1.3085240652799258e-06 -1.3542504395047673e-06 4.630537119965084e-08 -2.172913909248564e-07 3.7303402496036144e-07 -2.740325856454007e-07 4.7187598694749382e-07 -9.6983262300781439e-08
leaf_weight=20 20 27 39 26 25 21 31 25 23 21 28 24 22 36 29 24 24 565 1790 29 22 20 20 20 40 32 25 32 22 39
leaf_count=20 20 27 39 26 25 21 31 25 23 21 28 24 22 36 29 24 24 565 1790 29 22 20 20 20 40 32 25 32 22 39
internal_value=0 1.20266e-07 -1.83197e-09 1.8225e-10 7.27088e-08 2.78743e-07 -5.19963e-08 4.90442e-08 -2.85525e-09 -6.51985e-10 -2.12887e-09 2.73974e-10 1.80357e-07 -2.68771e-09 -6.51948e-10 1.2997e-07 -3.20842e-09 -4.27505e-08 7.78274e-09 2.63027e-09 1.06783e-07 -8.62946e-09 -5.69453e-07 -4.99388e-08 -4.20547e-07 1.43422e-07 3.51616e-09 -1.55407e-09 -3.81075e-09 1.08179e-07
internal_weight=0 47 3074 3035 122 46 76 56 2913 2887 2866 2843 46 2797 2761 53 2708 589 2119 2091 204 1887 40 175 60 115 1847 1822 93 61
internal_count=3121 47 3074 3035 122 46 76 56 2913 2887 2866 2843 46 2797 2761 53 2708 589 2119 2091 204 1887 40 175 60 115 1847 1822 93 61
is_linear=0
shrinkage=0.1


Tree=9488
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 132 16 402 132 12 483 2 16 51 403 49 1 12 16 15 12 1209 42 16 16 51 43 150 42 40 4
split_gain=6.63547e-11 1.7361e-09 1.10033e-09 1.70841e-10 7.50049e-11 7.11019e-11 2.6251e-10 2.20636e-10 4.95866e-10 2.34595e-10 3.39215e-10 1.88824e-10 6.52589e-10 5.26778e-10 4.93454e-10 6.9803e-10 4.24199e-10 2.19424e-10 6.02495e-10 4.43916e-10 3.61559e-10 8.04525e-10 2.6176e-10 1.67632e-10 5.83738e-10 1.44533e-10 1.81935e-10 1.77558e-10 1.50432e-10 2.01273e-10
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.085960000000000023 -0.044384999999999994 -0.14771999999999999 0.089220000000000008 0.091440000000000007 0.085565000000000016 0.098395000000000024 0.15950500000000004 -0.096824999999999981 0.095050000000000009 -0.014954999999999998 0.085805000000000006 0.079415000000000013 0.089210000000000025 -0.092484999999999984 0.085315000000000016 0.084405000000000022 -0.087714999999999987 0.087405000000000024 -0.091744999999999979 -0.23935499999999996 0.095375000000000015 -0.080884999999999985 0.12068000000000002 0.090395000000000017 -0.07632499999999999 0.51608000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 7 9 -9 10 23 12 13 -7 15 -15 -14 18 19 -13 21 -19 -22 25 -25 27 28 -6 -27 -30
right_child=2 -3 4 -5 5 11 -8 8 -10 -11 -12 17 16 14 -16 -17 -18 20 -20 -21 22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-2.3116886267649494e-09 -7.0852286953027039e-07 8.956210369216354e-07 1.6139610583477721e-07 -2.6514195908554219e-07 1.511342988296009e-08 -1.8511548168352538e-07 -3.1172158037051646e-07 5.5049812994227635e-07 -1.0864761406992329e-07 2.956208200544097e-07 -4.1978928071451095e-07 -3.0070743298438177e-07 -5.0970473566280814e-07 8.3063718934184296e-07 -1.4783878572626026e-08 1.6482539413045157e-07 1.1193311647297206e-07 -2.2017099588822474e-07 -6.2315272603406084e-07 2.743063704762225e-07 -3.6104328160035948e-07 5.9863128967663223e-07 2.4851652001302463e-09 -5.1422208977263451e-07 1.3149924171784733e-07 2.1984286761827273e-07 2.8758082453350657e-07 -3.0933257941646552e-07 6.3172821975448256e-09 -3.2855269164855373e-07
leaf_weight=168 22 22 29 29 37 23 32 21 25 20 24 25 23 32 26 31 21 20 21 29 20 30 2056 28 28 28 25 31 175 20
leaf_count=168 22 22 29 29 37 23 32 21 25 20 24 25 23 32 26 31 21 20 21 29 20 30 2056 28 28 28 25 31 175 20
internal_value=0 5.30876e-08 -3.99609e-09 -4.10024e-08 1.38571e-09 -2.41893e-10 -3.47371e-08 -1.5552e-08 1.92267e-07 -3.85319e-08 -5.54083e-08 6.9879e-09 1.13303e-07 2.41499e-07 3.51748e-07 5.03016e-07 -2.13014e-07 -5.47413e-10 -1.68653e-07 8.09628e-09 5.38295e-09 2.7111e-07 -1.01704e-09 -3.18999e-08 -1.91361e-07 -3.64089e-09 3.17725e-08 -1.32796e-07 3.09449e-09 -2.80284e-08
internal_weight=0 219 2902 197 2880 2851 494 462 46 416 396 2357 156 112 89 63 44 2201 75 54 2126 50 2076 372 56 316 248 68 223 195
internal_count=3121 219 2902 197 2880 2851 494 462 46 416 396 2357 156 112 89 63 44 2201 75 54 2126 50 2076 372 56 316 248 68 223 195
is_linear=0
shrinkage=0.1


Tree=9489
num_leaves=31
num_cat=0
split_feature=1447 2 481 160 481 2 403 44 1456 160 1446 142 14 1 13 52 1184 105 33 3 3 151 2 2 2 15 4 33 34 51
split_gain=6.92307e-11 2.2906e-10 6.95348e-11 1.52308e-10 8.74336e-11 3.70148e-09 2.54745e-10 7.72439e-11 9.16691e-11 9.31813e-11 1.53697e-10 8.57225e-11 1.72779e-10 3.84097e-10 1.55171e-10 2.66743e-10 1.25604e-10 1.05277e-10 1.62165e-10 9.09678e-11 2.46999e-10 2.38245e-10 3.14828e-10 5.24839e-10 4.28816e-10 2.36098e-10 2.13706e-10 1.28522e-10 1.59553e-10 1.03866e-10
threshold=0.071705000000000005 0.086675000000000016 -0.16223499999999996 -0.55248999999999981 -0.087424999999999989 0.086330000000000004 -0.56738999999999995 0.084760000000000016 0.11772000000000001 -0.53327999999999987 -0.073109999999999994 -0.057499999999999989 -1.0000000180025095e-35 0.111945 -0.11122999999999998 -0.021869999999999997 0.089075000000000015 0.079510000000000011 -0.0066799999999999993 0.10893000000000001 0.10299500000000002 -0.080454999999999985 0.11411 0.10644500000000001 0.14445500000000003 -0.018314999999999994 0.033845000000000007 0.085305000000000006 -0.085114999999999982 -0.085734999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 -6 8 9 -8 -11 -12 13 -13 -15 -16 17 18 -14 20 27 -21 23 25 26 -23 -24 28 -20 -30
right_child=1 -3 3 4 6 -7 7 -9 -10 10 11 12 16 14 15 -17 -18 -19 19 21 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.5514609980219316e-07 1.1311911748634886e-07 -3.5975149073476046e-07 2.0211501280106118e-07 -9.8341551051817084e-07 3.4989983911752156e-07 7.5522740405157655e-07 -1.7502721448181548e-07 1.3037959523861293e-07 -1.6488371795229369e-07 2.595966760588414e-07 1.9665803744249969e-07 -4.9915570899243417e-07 2.5172219281990655e-07 2.1374212096247906e-07 4.4286893086109562e-08 -3.9583390042978518e-07 2.4696487154566664e-07 -2.2157822233534067e-07 2.6965677057753303e-07 -1.6793912603166713e-07 -2.8044490893996967e-07 -1.3340456904233277e-07 -2.0833510036698585e-08 5.8872100510143361e-07 2.4482441776108036e-07 2.9899820642961698e-07 -4.7758011220366828e-07 -2.2632163555158516e-07 4.9952811243305139e-08 -9.5907100809119569e-09
leaf_weight=28 20 21 38 25 21 24 30 45 34 23 22 22 26 20 40 21 21 21 22 35 32 28 21 30 32 23 20 25 343 2008
leaf_count=28 20 21 38 25 21 24 30 45 34 23 22 22 26 20 40 21 21 21 22 35 32 28 21 30 32 23 20 25 343 2008
internal_value=0 -1.29083e-07 1.72352e-09 3.16269e-09 6.54336e-10 -1.31835e-07 2.84388e-09 3.68275e-10 -1.64984e-09 2.87319e-10 2.1425e-09 3.67214e-11 -1.5137e-09 -1.28618e-07 -2.79777e-08 -1.0723e-07 3.35854e-09 1.43966e-09 3.21032e-09 7.43225e-10 -4.45439e-09 6.75697e-08 1.21094e-07 2.5683e-07 -2.95168e-08 6.16006e-08 -2.43637e-07 -7.71444e-10 1.60477e-09 -9.03586e-10
internal_weight=0 41 3080 3052 3014 49 2965 2944 2899 2865 2835 2812 2790 103 81 61 2687 2666 2645 2619 2430 189 154 81 73 51 41 2398 2373 2351
internal_count=3121 41 3080 3052 3014 49 2965 2944 2899 2865 2835 2812 2790 103 81 61 2687 2666 2645 2619 2430 189 154 81 73 51 41 2398 2373 2351
is_linear=0
shrinkage=0.1


Tree=9490
num_leaves=31
num_cat=0
split_feature=130 121 11 33 47 47 9 3 47 1453 51 132 1203 1185 2 49 160 3 474 3 3 49 1452 151 0 447 390 393 1186 129
split_gain=5.88878e-11 1.5309e-10 8.59178e-11 1.23586e-10 7.83199e-11 5.85302e-10 4.48756e-10 1.06459e-09 2.76919e-10 1.2481e-10 1.2992e-10 9.86471e-11 2.11643e-09 9.7285e-10 2.02849e-10 9.85673e-11 3.33649e-10 5.29257e-10 6.04394e-10 2.74987e-10 1.61774e-10 2.86369e-10 1.59334e-10 1.40638e-10 3.17387e-10 1.94156e-10 1.20678e-10 1.27336e-10 1.1846e-10 1.37457e-10
threshold=-0.23647499999999996 -0.088279999999999983 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.096475000000000019 0.09055500000000001 -0.13309499999999996 0.091340000000000018 -1.0000000180025095e-35 -0.41904999999999998 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.084145000000000011 0.10440000000000001 -0.085764999999999994 -0.086424999999999988 0.083685000000000023 -0.077564999999999981 -0.072894999999999988 0.12899500000000003 -0.073879999999999987 -0.10737499999999998 -0.085134999999999975 0.094580000000000011 0.088375000000000023 -0.088754999999999987 -1.0000000180025095e-35 0.10532000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 8 -8 11 -7 -11 12 14 -13 -5 22 -17 -18 19 -19 -21 -22 -15 24 -24 26 27 -25 -29 -30
right_child=1 2 3 4 5 9 7 -9 -10 10 -12 13 -14 15 -16 16 17 18 -20 20 21 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=-1.7104354185448759e-07 2.4756096578926189e-07 1.8372696064261619e-07 -2.1541087252048614e-07 -2.7128662967504973e-07 5.5663796653486019e-07 2.5160950173130914e-07 2.0290362439112642e-07 -7.4227566572587356e-07 3.7014171340388206e-07 -2.4617704984361161e-07 1.2553610509447034e-08 -7.0332812100559756e-07 1.0389868113236388e-06 2.6475899591352334e-07 5.0910339943754936e-09 1.9431930205745344e-07 -5.0598674797877336e-07 -3.9623787041402167e-07 4.5943776626700129e-07 1.8282156922257698e-07 -4.2080851301307123e-07 5.7462569618711578e-08 4.0451076249273344e-07 -2.1927413027040331e-07 -6.4460097211204202e-08 -2.8678338258221934e-07 2.0547547409575729e-07 1.4410228061478849e-07 -9.3372081873280406e-10 -1.8817265047488264e-07
leaf_weight=20 25 25 27 33 21 20 22 26 20 21 256 20 20 23 136 38 31 30 20 23 21 31 27 27 31 24 28 55 1980 40
leaf_count=20 25 25 27 33 21 20 22 26 20 21 256 20 20 23 136 38 31 30 20 23 21 31 27 27 31 24 28 55 1980 40
internal_value=0 1.1012e-09 -9.01891e-10 -2.41475e-09 -5.12995e-10 4.64327e-08 -6.02989e-09 -3.09068e-07 -5.57412e-10 1.03576e-08 -7.06135e-09 -3.36787e-09 6.62416e-08 -8.73993e-09 -4.88762e-08 -3.0208e-09 -7.13947e-08 -1.3612e-07 -4.4393e-08 -1.40361e-07 -3.80099e-08 -1.35685e-07 2.91412e-09 1.91497e-10 1.53854e-07 -3.94612e-09 -7.59219e-10 -3.5064e-09 -6.98818e-10 -4.64142e-09
internal_weight=0 3101 3076 3051 3024 318 2706 48 2658 297 277 2638 189 2449 169 2429 194 156 125 105 75 52 2235 2212 58 2154 2130 2102 2075 2020
internal_count=3121 3101 3076 3051 3024 318 2706 48 2658 297 277 2638 189 2449 169 2429 194 156 125 105 75 52 2235 2212 58 2154 2130 2102 2075 2020
is_linear=0
shrinkage=0.1


Tree=9491
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1213 160 4 4 1213 1213 4 3 16 2 1209 401 401 390 12 0 401 2 1212 2 401 133 1210 12 1208 393 393
split_gain=7.06438e-11 5.04591e-10 2.88748e-10 6.4425e-11 6.56328e-10 4.59758e-10 1.08817e-09 3.63123e-10 3.02051e-10 2.92755e-10 3.1322e-10 3.35333e-10 2.75334e-10 1.05863e-10 1.62919e-10 2.14589e-10 2.98498e-10 1.81647e-10 1.81256e-10 1.61895e-10 6.24334e-10 1.68982e-10 6.94603e-10 2.16247e-10 1.85173e-10 2.42415e-10 1.79196e-10 1.57331e-10 1.14627e-10 2.68138e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.04198000000000001 -0.025879999999999997 -0.084134999999999988 -0.085964999999999986 0.067955000000000002 1.0000000180025095e-35 -0.081114999999999979 -0.080564999999999984 -0.087989999999999985 0.09358000000000001 -0.092099999999999987 0.11655000000000001 0.10632500000000002 0.089065000000000019 0.088365000000000013 -0.077999999999999986 0.092675000000000021 0.084715000000000013 -0.073259999999999978 0.084715000000000013 -0.13200999999999999 0.51114000000000004 0.0028200000000000005 0.097575000000000009 0.097165000000000015 0.088255000000000014 0.094880000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 8 -5 6 -6 -7 13 -9 -11 -12 -13 -3 15 16 19 -17 -16 21 -21 22 -15 26 25 27 -23 28 -25 -30
right_child=1 3 -4 4 5 7 -8 9 -10 10 11 12 -14 14 18 17 -18 -19 -20 20 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-1.1042164913475255e-08 4.9256758800419494e-07 1.8319747040652968e-07 -3.5456513590556177e-07 5.3480328938348974e-07 2.0713642383963727e-07 4.4828663280069041e-07 -8.1087984628289809e-07 -3.4291140305953149e-07 -3.7258347705656807e-07 3.2810021760486636e-07 -3.6799571609755981e-07 3.3851933641434095e-07 -1.6386424590564276e-07 1.8500481265467292e-07 -3.9653286763232454e-07 1.7393957065792165e-08 -3.8774593406287746e-07 4.4359499334234448e-07 -2.9707635462727925e-09 -1.9463987245652938e-07 5.06340836610493e-07 2.6946261878828925e-08 -5.8403317459504689e-07 1.1874147922776046e-10 -2.8031915076572509e-07 2.4609964533248367e-07 4.3097881259546696e-07 -2.8456937528176241e-07 -4.2957603763937873e-07 8.8244589235841897e-08
leaf_weight=194 21 31 28 25 21 22 21 20 22 33 22 24 20 24 22 20 20 20 25 24 27 23 23 2245 24 39 21 20 20 20
leaf_count=194 21 31 28 25 21 22 21 20 22 33 22 24 20 24 22 20 20 20 25 24 27 23 23 2245 24 39 21 20 20 20
internal_value=0 4.16126e-09 -5.43694e-08 5.97493e-10 5.42025e-08 -1.14533e-08 -3.01872e-07 7.50543e-08 -3.57848e-09 6.05338e-09 7.65513e-08 -4.92231e-08 1.10163e-07 -5.1273e-10 -2.68889e-09 6.85277e-10 -2.94807e-09 2.30494e-07 -1.87191e-07 1.18049e-10 1.76468e-07 -3.53946e-09 -1.91333e-07 1.19861e-10 -3.96166e-09 -1.13206e-09 2.1978e-07 -5.31516e-09 -2.87092e-09 -1.70666e-07
internal_weight=0 2899 222 2878 208 183 42 141 2670 119 99 66 44 2648 2617 2570 2530 40 47 2510 51 2459 47 2412 2368 2344 44 2305 2285 40
internal_count=3121 2899 222 2878 208 183 42 141 2670 119 99 66 44 2648 2617 2570 2530 40 47 2510 51 2459 47 2412 2368 2344 44 2305 2285 40
is_linear=0
shrinkage=0.1


Tree=9492
num_leaves=31
num_cat=0
split_feature=12 42 142 11 104 33 46 46 47 47 9 39 147 147 1426 1426 1429 47 52 124 2 2 132 403 1204 15 12 481 3 2
split_gain=6.02624e-11 1.36699e-10 6.03357e-11 1.21437e-10 7.49045e-11 7.79848e-11 6.89284e-11 7.62894e-11 8.37779e-11 6.11785e-10 4.37568e-10 7.5305e-10 1.35648e-10 1.64562e-10 1.67268e-10 1.42826e-10 1.10723e-10 2.2251e-10 2.13292e-10 1.08145e-10 1.07091e-10 7.75487e-10 6.80766e-10 2.64473e-09 1.32642e-09 6.35004e-10 4.25595e-10 1.33133e-09 1.88144e-09 9.15215e-10
threshold=0.23631000000000002 0.18223500000000001 -0.057499999999999989 -0.014494999999999999 0.079665000000000014 -0.0066799999999999993 0.10987500000000001 0.083550000000000013 0.092165000000000011 0.096475000000000019 -0.013509999999999999 0.089200000000000015 0.099730000000000027 0.093875000000000014 -0.094284999999999994 -0.061919999999999996 -0.060529999999999994 0.089360000000000009 -0.085264999999999994 0.10281000000000001 0.084415000000000004 0.084245000000000014 -0.083284999999999984 -0.074254999999999988 -0.081079999999999985 0.11842000000000001 0.083715000000000026 -0.081614999999999979 -0.085784999999999986 0.082275000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 8 10 -10 11 -7 13 14 -12 -16 18 19 -17 20 21 22 23 -18 -24 26 29 28 -28 -26
right_child=-2 -3 3 4 -6 6 -8 -9 9 -11 12 -13 -14 -15 15 16 17 -19 -20 -21 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=1.5739626573936979e-07 -1.6127148868512767e-07 2.554664804609361e-07 -2.3587684423050221e-07 1.5924957777988237e-07 -1.6002592947619757e-07 7.2025785493493635e-07 1.8034647498985752e-07 -1.7200730407186993e-07 -4.4945790727394182e-07 1.2198960037410139e-09 2.8121373694440469e-07 -4.5957221770671478e-08 2.2291212868321121e-07 -2.5270925072198645e-07 -2.4001642623261437e-07 2.7370714996357914e-07 1.13146205426742e-06 -3.2724685796313771e-07 -1.1570446645237098e-07 2.312508830826232e-07 -1.4923793904249836e-08 6.164982845679003e-07 -7.2980116738108339e-07 -4.2072316086021257e-07 3.1999807282682559e-08 -4.4794721735083189e-07 1.2927182795118868e-06 2.4662103146804246e-08 -1.6456284435622841e-08 -6.382504929442129e-07
leaf_weight=24 23 21 22 31 29 23 21 26 34 264 21 29 27 26 25 39 23 21 22 20 1751 22 25 21 83 28 21 349 23 27
leaf_count=24 23 21 22 31 29 23 21 26 34 264 21 29 27 26 25 39 23 21 22 20 1751 22 25 21 83 28 21 349 23 27
internal_value=0 1.19564e-09 -5.39715e-10 -1.78127e-09 -8.21255e-11 1.46297e-09 -1.83409e-10 -1.46854e-09 4.78819e-11 -5.01997e-08 5.75001e-09 2.92946e-07 -5.19224e-11 -2.4155e-09 1.65873e-10 -2.19493e-09 2.07308e-10 -3.15493e-09 1.33264e-07 -3.10827e-10 -2.26246e-09 3.33806e-08 1.19996e-08 3.90646e-07 -1.79652e-08 1.55487e-08 4.13497e-08 9.00144e-08 6.08377e-07 -1.32516e-07
internal_weight=0 3098 3077 3053 3031 3002 2971 2950 2924 298 2626 52 2574 2547 2521 2500 2475 2414 61 2393 2373 622 600 44 556 531 503 393 44 110
internal_count=3121 3098 3077 3053 3031 3002 2971 2950 2924 298 2626 52 2574 2547 2521 2500 2475 2414 61 2393 2373 622 600 44 556 531 503 393 44 110
is_linear=0
shrinkage=0.1


Tree=9493
num_leaves=31
num_cat=0
split_feature=132 1185 1203 132 399 13 1186 15 16 1201 1186 391 128 128 128 1210 16 1210 1213 3 2 12 12 2 12 2 12 15 16 1428
split_gain=7.24661e-11 4.1353e-10 2.10293e-10 8.01126e-11 1.06682e-10 1.03593e-10 7.01032e-11 7.21102e-11 1.61701e-10 6.99086e-11 5.9775e-11 1.04587e-10 9.00436e-11 8.34244e-11 1.06141e-10 1.04073e-10 6.82538e-10 7.91073e-11 4.46e-10 9.62185e-10 5.04013e-10 7.9354e-11 7.73631e-10 7.48478e-10 4.14475e-10 5.4214e-10 9.55414e-10 3.68797e-10 3.51859e-10 3.57553e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.41127499999999995 0.085965000000000014 0.056795000000000005 -0.0046349999999999994 -0.10469999999999999 -0.083134999999999987 -0.080909999999999996 0.090275000000000008 -0.086319999999999994 0.11976500000000002 0.10979500000000002 0.10455500000000002 -0.15347999999999998 -0.082179999999999989 -0.064344999999999999 -0.087969999999999979 -0.082334999999999978 0.085955000000000018 0.089505000000000015 0.090165000000000009 0.088300000000000003 0.088725000000000012 0.09142500000000002 0.088930000000000023 -0.012384999999999998 0.63636000000000015 -0.018864999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 -6 -8 -9 -3 11 -11 13 14 15 16 -13 18 -17 20 -20 24 23 -23 -19 26 -26 -28 29 -24
right_child=1 9 -4 4 6 -7 7 8 -10 10 -12 12 -14 -15 -16 17 -18 21 19 -21 -22 22 28 -25 25 -27 27 -29 -30 -31
leaf_value=-6.9470812065948933e-08 4.4636356403229694e-07 1.4570375524823304e-07 -3.1125000715194676e-07 -2.1836564312316398e-07 1.5350545889229277e-07 2.0926681285023584e-07 1.1656966250939149e-07 -3.1467722331636532e-07 1.2515111654080743e-08 -2.3021273307222145e-07 1.2558803296533246e-07 2.9316401564539688e-07 2.0557252252642467e-07 -1.8791204728548412e-07 2.0043061348054345e-07 -2.9246314294795187e-07 -4.5016019600533734e-07 -4.3842791422349167e-09 -2.6931171564198771e-07 7.2880010767069814e-07 3.4496519783741324e-07 9.4645830106543382e-08 3.7284970980740934e-07 8.7447785972472054e-07 -6.2297667568600446e-07 -5.719484503667142e-07 4.9931262176208049e-07 -9.4011835756191435e-08 -4.066530826613806e-07 -3.6035572339360043e-09
leaf_weight=24 21 33 28 32 21 30 20 23 44 20 37 21 21 24 26 24 30 1519 34 24 22 32 26 20 20 30 22 20 21 852
leaf_count=24 21 33 28 32 21 30 20 23 44 20 37 21 21 24 26 24 30 1519 34 24 22 32 26 20 20 30 22 20 21 852
internal_value=0 4.21813e-09 -5.50626e-08 -1.80871e-08 -5.79972e-08 8.53834e-08 -1.04806e-08 -5.00634e-08 -9.98046e-08 9.91912e-10 -6.86644e-10 -2.35052e-09 -7.15927e-10 -2.28154e-09 -6.5736e-10 -2.58165e-09 -1.44086e-07 1.25292e-10 8.56223e-08 1.99048e-07 -2.79886e-08 -3.34531e-09 1.95609e-08 3.94581e-07 -1.68672e-08 -2.22971e-07 -5.41112e-08 2.16777e-07 -2.13109e-09 7.54426e-09
internal_weight=0 2899 222 194 140 54 108 87 67 2878 2845 2808 2788 2767 2743 2717 51 2666 104 80 56 2562 951 52 1611 92 62 42 899 878
internal_count=3121 2899 222 194 140 54 108 87 67 2878 2845 2808 2788 2767 2743 2717 51 2666 104 80 56 2562 951 52 1611 92 62 42 899 878
is_linear=0
shrinkage=0.1


Tree=9494
num_leaves=31
num_cat=0
split_feature=1212 1212 402 1209 1210 13 42 12 132 1185 1203 1212 1209 1209 401 0 42 1212 402 403 1456 156 42 1375 51 159 4 15 4 1456
split_gain=6.1296e-11 6.36821e-10 5.4306e-10 1.05575e-10 1.09818e-10 9.97652e-11 1.16426e-10 1.13062e-10 7.52047e-11 3.32318e-10 1.6627e-10 8.39376e-11 7.8504e-11 2.06448e-10 1.21063e-10 6.98099e-10 3.76823e-10 2.58007e-10 8.50257e-11 2.14555e-10 7.38182e-11 2.54981e-10 3.2841e-10 2.74554e-10 3.64043e-10 2.69104e-10 4.94679e-10 2.07708e-10 4.82099e-10 1.4247e-10
threshold=-0.089544999999999986 -0.094469999999999985 0.23460000000000003 0.14268500000000003 0.15724500000000002 -0.083894999999999983 -0.010544999999999997 0.089795000000000014 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.083344999999999989 -0.084519999999999984 -0.067109999999999989 -0.099524999999999988 -0.072594999999999979 0.11747 -1.0000000180025095e-35 0.11174500000000002 -0.55049499999999985 0.0058550000000000008 -0.065739999999999979 0.086730000000000015 0.08401500000000002 -0.10316499999999999 -0.088494999999999976 -0.010655 -0.067579999999999987 -0.023539999999999995 0.085405000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 8 7 -7 -1 10 -10 -2 -11 -13 -14 15 16 -15 -16 19 -19 -21 -22 23 24 -23 -26 29 -24 -29 -27
right_child=2 -3 -4 -5 -6 6 -8 -9 9 11 -12 12 13 14 17 -17 -18 18 -20 20 21 22 27 -25 25 26 -28 28 -30 -31
leaf_value=-1.7697938702847175e-08 -2.261995586299513e-08 5.7220729687623187e-07 -4.6713102983630967e-07 2.2432851394461025e-07 -2.2855014906651507e-07 -7.2412558248894741e-08 2.0857808763217881e-07 -3.1143959454027483e-07 4.0172355167691246e-07 2.0150765992964027e-07 -2.8808768522341982e-07 -1.6576498248964202e-07 2.9451772244707777e-07 -1.6177737772896502e-07 3.5246755162786163e-07 -6.2817368871037618e-07 4.0654562056374743e-07 3.00313398090187e-07 -1.4795605156486523e-07 5.6306947460653678e-09 2.1581851536857066e-07 -4.1867888181844713e-07 -1.6681867712712257e-08 3.3962090888567653e-07 -2.6566210364494096e-07 -2.5835283821606938e-07 5.1175357078176127e-07 -8.7045019920277553e-08 -6.7094437514907233e-07 1.1042117943237495e-07
leaf_weight=38 187 21 25 21 21 30 29 20 21 21 27 28 24 28 21 20 20 24 38 2212 31 22 27 21 22 20 23 31 26 22
leaf_count=38 187 21 25 21 21 30 29 20 21 21 27 28 24 28 21 20 20 24 38 2212 31 22 27 21 22 20 23 31 26 22
internal_value=0 6.51553e-08 -3.01525e-09 9.07295e-10 -6.90201e-10 -2.58541e-08 6.57015e-08 -1.18988e-07 9.50766e-10 5.47029e-09 -5.61135e-08 2.36648e-09 7.94315e-10 2.56622e-09 -1.20448e-10 -1.31799e-07 7.50239e-08 3.4048e-09 4.94792e-10 2.76853e-09 -1.37896e-10 -5.222e-08 -9.1048e-08 8.53137e-09 -5.52565e-08 3.66434e-08 1.38962e-07 -2.45159e-07 -3.53385e-07 -6.51855e-08
internal_weight=0 138 2983 2958 2937 117 59 58 2916 2702 214 2681 2660 2632 2608 68 48 2540 2519 2481 2457 245 214 130 109 87 65 84 57 42
internal_count=3121 138 2983 2958 2937 117 59 58 2916 2702 214 2681 2660 2632 2608 68 48 2540 2519 2481 2457 245 214 130 109 87 65 84 57 42
is_linear=0
shrinkage=0.1


Tree=9495
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 12 400 131 400 12 43 43 1210 50 51 16 13 15 4 15 403 52 1213 42 3 403 403 133 4 15
split_gain=6.24965e-11 1.76838e-09 1.05943e-09 2.47411e-10 8.97677e-11 3.13062e-10 2.48615e-10 8.96547e-11 1.01202e-10 7.49277e-11 6.05008e-11 3.48179e-10 2.71964e-10 1.47765e-10 2.24283e-10 1.38385e-10 2.50199e-10 1.6784e-10 2.16621e-10 1.85444e-10 1.41118e-10 2.22724e-10 7.78351e-11 5.88125e-10 6.67687e-10 1.87631e-10 1.57573e-10 1.50769e-10 3.18e-10 6.17466e-10
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.079429999999999987 0.087535000000000016 -0.059294999999999994 -0.076979999999999979 0.11741500000000001 0.088435000000000014 0.060960000000000007 0.055925000000000009 0.15724500000000002 0.11564500000000001 0.081440000000000026 -0.092484999999999984 -0.099939999999999987 0.091650000000000023 -0.079329999999999984 -0.15026499999999995 0.022375000000000003 0.091820000000000013 0.093235000000000026 0.090990000000000015 -0.086274999999999977 -0.55276999999999987 -0.53960999999999981 0.098785000000000012 0.056795000000000005 -0.059484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 5 -4 -7 -1 9 -9 11 12 22 14 15 17 -17 18 -12 -20 21 -18 25 24 -24 -6 -27 -28 -29 -30
right_child=2 -3 4 -5 10 6 -8 8 -10 -11 13 -13 -14 -15 -16 16 20 -19 19 -21 -22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=1.4802906538324835e-07 -6.9519988078974908e-07 9.2405747125212662e-07 -2.1558170963942304e-07 -3.7451480437766806e-07 -2.7861897488416314e-07 4.7254821208753133e-07 1.1621832320749739e-08 -5.7176289691837795e-08 -2.457617523532463e-07 1.0741437346088632e-07 1.8776688868397729e-07 3.4793583120847026e-07 -3.1047210719797089e-07 1.9009560231116515e-07 -3.8236388328576662e-07 7.6884212951711109e-08 4.4657513019206752e-08 2.7136510289219965e-07 4.1600272566185974e-08 -3.1302786264101698e-07 -4.6147763228532317e-07 -3.8956568253584444e-07 2.9532510248080666e-07 5.1672526713749296e-07 -3.6409729321964254e-07 2.2280091123150216e-07 8.3540575824896651e-09 -1.3452762177859764e-07 -9.7951386954892308e-08 5.6616226976031954e-07
leaf_weight=32 22 21 20 20 24 25 22 85 20 41 31 29 28 24 21 40 27 24 29 30 20 21 28 24 34 32 2086 198 42 21
leaf_count=32 22 21 20 20 24 25 22 85 20 41 31 29 28 24 21 40 27 24 29 30 20 21 28 24 34 32 2086 198 42 21
internal_value=0 5.15096e-08 -3.88965e-09 -4.10333e-08 1.39119e-09 1.15787e-07 2.56795e-07 -3.56348e-09 -3.67892e-08 -3.61901e-09 -1.33349e-09 3.41573e-09 -5.53715e-10 -4.662e-08 -6.99994e-08 -4.04514e-08 -1.21568e-07 3.63957e-08 -2.62628e-08 -1.38719e-07 -2.38304e-07 -1.45315e-07 2.93271e-09 9.64093e-08 -6.62936e-08 -4.12685e-10 2.39394e-09 -6.11187e-10 -7.22644e-08 1.2342e-07
internal_weight=0 219 2902 198 2880 67 47 178 146 126 2813 2546 2517 267 243 222 108 114 90 59 68 48 2489 86 62 2403 2379 2347 261 63
internal_count=3121 219 2902 198 2880 67 47 178 146 126 2813 2546 2517 267 243 222 108 114 90 59 68 48 2489 86 62 2403 2379 2347 261 63
is_linear=0
shrinkage=0.1


Tree=9496
num_leaves=31
num_cat=0
split_feature=1185 129 3 159 3 12 129 132 0 12 1429 156 40 42 4 4 4 42 481 481 16 12 12 2 0 159 474 4 4 133
split_gain=5.72737e-11 7.50693e-11 3.24399e-10 5.5703e-10 4.12183e-10 3.55013e-10 2.02077e-10 2.07564e-10 1.16698e-10 1.7357e-10 1.0634e-10 1.94737e-10 8.8407e-11 1.18243e-10 8.70001e-11 6.93764e-10 4.93333e-10 4.44467e-10 5.55237e-10 6.57221e-10 5.16076e-10 4.8017e-10 9.38452e-10 6.09877e-10 5.09849e-10 3.60963e-10 7.38124e-10 2.54957e-10 3.72083e-10 1.9424e-09
threshold=0.093750000000000014 0.085135000000000016 -0.094874999999999987 0.086110000000000006 -0.091869999999999993 0.08815000000000002 1.0000000180025095e-35 0.14633500000000002 -0.075934999999999989 0.095935000000000006 -0.23752499999999996 0.32523500000000005 -0.24290999999999999 0.15432000000000004 -0.083644999999999983 -0.084369999999999987 -0.082769999999999982 0.091205000000000008 -0.086219999999999977 -0.081539999999999987 0.033715000000000009 0.099100000000000008 0.10589000000000003 0.083935000000000023 -0.080119999999999983 0.10545500000000001 0.08214500000000001 -0.082349999999999993 -0.081839999999999982 -0.016679999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -4 -3 7 10 9 -6 -1 12 -12 14 15 17 -16 18 -14 -20 -19 23 -23 24 -21 26 -25 -18 29 -29
right_child=-2 2 4 -5 8 -7 -8 -9 -10 -11 11 -13 13 -15 16 -17 27 20 19 21 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-2.3319512504116347e-07 -1.5076114578960187e-07 7.5234313323151238e-07 -4.2907051260548157e-07 -1.7854470371503339e-07 4.695062823187901e-08 1.6364973756566315e-07 -3.2007680403012276e-07 3.1213006812842132e-07 1.9256860748730389e-07 -2.7549341737653774e-07 -2.0842786327756629e-07 3.0913582165226218e-07 -4.8422470013275852e-07 1.9173200879293059e-07 3.9400293960767385e-07 -5.3461267986710516e-07 -3.1279765556527873e-07 6.3180144355034047e-07 5.0336206613891314e-07 -5.075079585026288e-07 -3.2284518511005441e-08 -8.6410530911962265e-07 6.3390240671405229e-08 4.2014305451277419e-08 7.5253861520674976e-09 -3.0045977504974313e-07 6.5908658262699083e-07 1.0058828704018196e-06 -3.6226458344288114e-09 -3.7112676248999122e-07
leaf_weight=20 25 21 21 20 101 20 20 21 39 20 21 20 27 31 32 27 26 22 23 40 25 20 24 252 37 26 21 20 2078 21
leaf_count=20 25 21 21 20 101 20 20 21 39 20 21 20 27 31 32 27 26 22 23 40 25 20 24 252 37 26 21 20 2078 21
internal_value=0 1.20751e-09 5.46824e-08 2.5412e-07 -1.25313e-08 4.65176e-07 -3.32681e-09 -1.09145e-09 4.21395e-08 -6.34591e-09 -3.42975e-09 -1.78446e-09 -4.02694e-09 -2.4672e-09 -4.67968e-09 -4.04502e-08 4.25884e-09 -1.46429e-08 -4.39636e-08 -1.71305e-08 2.78564e-07 -4.56337e-08 -3.58199e-07 -9.05694e-09 -2.60024e-07 5.55735e-08 8.94814e-08 -1.55553e-09 2.2634e-09 3.00585e-07
internal_weight=0 3096 242 61 181 41 2854 2834 160 121 2813 2793 2773 2752 2721 544 2177 517 470 443 47 420 44 376 77 299 273 2145 2119 41
internal_count=3121 3096 242 61 181 41 2854 2834 160 121 2813 2793 2773 2752 2721 544 2177 517 470 443 47 420 44 376 77 299 273 2145 2119 41
is_linear=0
shrinkage=0.1


Tree=9497
num_leaves=31
num_cat=0
split_feature=130 12 1208 1209 1208 1210 1213 16 15 403 1209 401 1211 1212 1209 16 1209 401 133 402 15 12 1200 1203 394 130 129 129 1186 1213
split_gain=5.85873e-11 1.54851e-10 5.87502e-11 1.20176e-10 1.43705e-10 7.18005e-11 9.90172e-11 2.34884e-10 2.16346e-10 1.13217e-10 2.51156e-10 9.14632e-11 1.45414e-10 8.87507e-11 6.32378e-10 3.33027e-10 2.55705e-10 2.03282e-10 1.38521e-10 1.09878e-10 3.7729e-10 6.3878e-10 2.88073e-10 2.42116e-10 9.0297e-11 8.39441e-11 1.35983e-10 1.51723e-10 8.49806e-11 9.22124e-11
threshold=-0.23647499999999996 0.23631000000000002 0.11846000000000001 0.11743500000000001 0.10233500000000001 -0.3960249999999999 0.17417500000000002 -0.088394999999999987 0.090455000000000021 -0.55276999999999987 -0.092099999999999987 -0.46360499999999999 0.11236000000000002 -0.092474999999999988 -0.084519999999999984 -0.091354999999999978 -0.067109999999999989 -1.0000000180025095e-35 0.50628500000000021 -0.092414999999999983 0.085465000000000013 0.086915000000000006 0.086110000000000006 0.088820000000000024 0.10448000000000002 -0.089704999999999993 -0.082304999999999975 -1.0000000180025095e-35 -0.087099999999999997 0.088020000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 9 -8 -9 -7 -11 -12 13 15 -15 -13 -16 -18 19 20 21 -19 23 24 25 -21 -27 -28 -29 -30
right_child=1 -3 -4 -5 -6 6 7 8 -10 10 11 12 -14 14 16 -17 17 18 -20 22 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-1.7060558917592062e-07 -1.6469866918837566e-07 2.6546192799514756e-07 1.4889479062346185e-07 -2.3494147660068683e-07 2.383894620834326e-07 -1.906514333516185e-07 -1.6199776620595685e-07 4.8889950695259665e-08 4.9421768295587758e-07 3.3507342503856888e-07 -1.7221639989628559e-07 3.958142623780794e-07 2.6648753085112278e-07 -5.0804209229227132e-07 3.5346473907793553e-07 -2.4973066751787132e-08 -2.7843528648140313e-07 4.3242883430009861e-07 1.8948294309451298e-07 -1.621775553823654e-07 -4.1330568044831552e-07 -3.484325674207867e-07 3.0607580607503831e-07 -2.6682169622712798e-07 1.9973728729961625e-07 2.2156129980893873e-07 -2.5428792792917914e-07 1.6027146951813622e-07 -1.422391335999553e-09 -1.6977938257971828e-07
leaf_weight=20 27 22 26 22 25 32 20 24 20 22 32 26 20 25 20 68 27 22 37 33 28 20 30 35 22 27 24 32 2300 33
leaf_count=20 27 22 26 22 25 32 20 24 20 22 32 26 20 25 20 68 27 22 37 33 28 20 30 35 22 27 24 32 2300 33
internal_value=0 1.09936e-09 -7.89558e-10 -2.0643e-09 -3.74003e-10 -2.35973e-09 -8.88377e-10 1.22152e-07 2.51312e-07 -3.58979e-09 -1.51349e-09 -4.10171e-09 -2.2001e-09 -4.11315e-09 -7.42056e-09 9.14149e-08 -2.76795e-09 -5.43636e-09 -2.64749e-09 -5.37536e-09 -1.28968e-07 6.05901e-08 -1.96388e-09 -5.65151e-09 -1.95222e-09 -3.76405e-09 -1.60028e-09 -4.12241e-09 -1.58373e-09 -3.80378e-09
internal_weight=0 3101 3079 3053 3031 3006 2979 64 44 2915 2883 2861 2829 2809 2715 94 2690 2670 2643 2606 70 42 2536 2506 2471 2449 2416 2389 2365 2333
internal_count=3121 3101 3079 3053 3031 3006 2979 64 44 2915 2883 2861 2829 2809 2715 94 2690 2670 2643 2606 70 42 2536 2506 2471 2449 2416 2389 2365 2333
is_linear=0
shrinkage=0.1


Tree=9498
num_leaves=31
num_cat=0
split_feature=12 130 10 16 9 51 11 1 1 1 9 10 376 376 0 40 2 3 51 49 15 472 1428 2 4 42 147 150 456 15
split_gain=5.71602e-11 1.24855e-10 5.70882e-11 9.63546e-10 1.13758e-09 2.28574e-10 9.66973e-11 7.87262e-11 2.39987e-10 2.1689e-10 1.33056e-10 2.453e-10 1.75634e-10 3.27806e-10 2.75335e-10 1.3895e-10 9.38339e-11 9.2563e-11 3.27773e-10 3.76134e-10 5.39357e-10 2.26673e-10 1.60299e-10 1.89792e-10 1.29423e-10 2.70404e-10 2.24673e-10 1.38013e-10 1.11634e-10 4.43633e-10
threshold=0.23631000000000002 -0.22461999999999996 -0.011239999999999998 -0.056919999999999991 0.082870000000000013 0.091630000000000003 -1.0000000180025095e-35 0.13686500000000004 0.13968000000000003 0.13332000000000002 0.088235000000000022 -0.0069899999999999988 0.085245000000000015 0.083890000000000006 -0.10607499999999999 -0.083564999999999987 -1.0000000180025095e-35 0.11658 -0.076794999999999988 -0.043469999999999995 -0.093959999999999988 -0.38234499999999999 0.087445000000000009 0.10497000000000002 0.41379000000000005 0.082810000000000009 0.092070000000000013 -0.096799999999999983 0.091255000000000017 -0.024814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4 9 -9 10 11 -8 13 15 -14 -13 -17 21 -19 -20 -21 -18 24 -24 26 -26 27 -23 -29 -30
right_child=-2 2 6 -5 -6 -7 7 8 -10 -11 -12 12 14 -15 -16 16 17 18 19 20 -22 22 23 -25 25 -27 -28 28 29 -31
leaf_value=2.1526898861010423e-07 -1.5706303661713522e-07 -1.970669752767783e-07 2.1573433849923841e-07 3.5287679701746634e-07 -9.221397652936503e-07 2.2897877343552867e-07 3.4291218306797034e-07 -3.3536316550453195e-07 5.9244841921213267e-09 2.3774535286782758e-07 -2.2063377400627362e-07 -2.0691713524811918e-07 8.6845782630995883e-08 3.7935647357733654e-07 -3.6675446284384351e-07 1.995514802288767e-07 -3.1564287214875908e-07 4.5645448366826712e-07 2.6817471668512859e-07 1.083628537814876e-07 -4.9625620479787366e-07 2.3512598517072548e-07 1.3797028183641185e-08 4.0576824629635581e-07 -3.5877312560235931e-07 8.1835769367881564e-08 3.1062933580326151e-07 -2.4945302778260859e-09 1.532634377700613e-07 -4.1559944512645703e-07
leaf_weight=27 23 34 21 36 20 20 21 28 78 39 27 32 23 23 32 24 23 20 36 36 25 24 30 21 30 26 23 2264 26 29
leaf_count=27 23 34 21 36 20 20 21 28 78 39 27 32 23 23 32 24 23 20 36 36 25 24 30 21 30 26 23 2264 26 29
internal_value=0 1.167e-09 -7.15364e-10 -7.14539e-08 -2.77885e-07 -3.92723e-08 1.91255e-09 3.85248e-10 -8.4227e-08 3.55e-09 2.82153e-10 2.43704e-09 -1.6579e-10 3.44846e-09 -1.77067e-07 2.09092e-10 2.72257e-09 9.14726e-10 8.78465e-08 1.18448e-08 -1.39432e-07 -3.1602e-09 -2.53972e-10 1.75197e-07 -3.94844e-09 -1.54205e-07 -3.92076e-10 -3.44521e-09 -5.91425e-09 -1.46682e-07
internal_weight=0 3098 3071 110 74 54 2961 2940 106 2834 2795 2768 2747 2692 55 2669 2637 2613 117 97 61 2496 2473 51 2422 56 2366 2343 2319 55
internal_count=3121 3098 3071 110 74 54 2961 2940 106 2834 2795 2768 2747 2692 55 2669 2637 2613 117 97 61 2496 2473 51 2422 56 2366 2343 2319 55
is_linear=0
shrinkage=0.1


Tree=9499
num_leaves=31
num_cat=0
split_feature=9 10 2 9 12 131 131 480 2 131 130 42 1203 159 484 128 3 12 15 13 52 0 480 1447 45 11 131 13 131 484
split_gain=7.11307e-11 1.53224e-10 2.18916e-10 1.6857e-10 1.0773e-10 6.72657e-11 7.9065e-10 5.41225e-10 1.43793e-09 2.69224e-10 1.49755e-10 5.01209e-10 2.97005e-10 1.59985e-10 2.17258e-10 1.44026e-10 1.66103e-10 2.095e-10 1.63628e-10 2.76746e-10 1.42916e-10 2.06423e-10 1.35289e-10 9.93502e-11 1.1044e-10 1.64727e-10 1.0611e-10 3.81389e-10 1.86395e-10 1.8065e-10
threshold=0.092410000000000006 0.053330000000000009 -0.15339499999999998 0.087755000000000014 -0.010834999999999999 0.092000000000000012 0.09055500000000001 0.11191000000000002 0.095545000000000005 0.089915000000000009 0.08610000000000001 -0.088934999999999986 0.086445000000000008 -0.065539999999999987 -0.0068949999999999992 0.084155000000000021 -0.078084999999999988 0.095330000000000012 -0.065449999999999994 -0.076384999999999995 0.085175000000000015 -0.08095999999999999 0.10344000000000002 0.056670000000000005 0.094030000000000016 -1.0000000180025095e-35 0.087205000000000019 -0.081224999999999978 0.083410000000000026 -0.50549499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -2 6 7 9 -9 22 12 -12 13 14 -7 16 17 20 19 -18 21 -15 23 24 25 -1 28 -28 29 -27
right_child=4 2 -4 -5 -6 10 -8 8 -10 -11 11 -13 -14 15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=2.8278039971851853e-07 2.7768588564801239e-07 4.2769755594918027e-08 -4.1951078148236954e-07 2.8295206946148982e-07 -9.9756768179304358e-09 -3.2538708438778489e-08 -5.1712776415987113e-07 9.7498695680542361e-07 -1.6261387281701901e-07 3.0159864903924121e-07 -4.9568257930824682e-07 1.1306053334249699e-07 4.3339667434966469e-07 -1.096011659266575e-07 4.0965183245589287e-07 2.1632111132216131e-07 -1.4525450437223995e-08 -3.8014466704917932e-07 -1.3290443366013978e-07 4.2899122073928693e-07 -2.4154554360531777e-07 2.9918306349177981e-07 -2.4648201888410883e-07 -1.6842271266993618e-07 -1.8451100750800886e-07 2.6815482314646036e-07 -3.4783216386646179e-07 2.0250214205930208e-07 3.0174996055620797e-07 -7.5950296151247103e-09
leaf_weight=20 23 20 21 21 30 20 30 20 25 28 21 38 21 30 25 28 34 23 26 24 23 21 24 38 34 24 34 20 20 2355
leaf_count=20 23 20 21 21 30 20 30 20 25 28 21 38 21 30 25 28 34 23 26 24 23 21 24 38 34 24 34 20 20 2355
internal_value=0 -1.98634e-09 -1.94008e-07 6.14549e-10 1.14859e-07 -1.35787e-09 -6.64667e-09 -8.50141e-10 3.42986e-07 -6.80803e-09 4.09526e-08 -1.03611e-07 7.19679e-08 4.2086e-08 2.13123e-07 5.25997e-09 -2.73904e-08 -1.16537e-07 7.55525e-08 1.68999e-07 -3.46046e-08 5.87218e-08 -1.01694e-08 -7.94093e-09 -5.50842e-09 -3.0474e-09 -5.37784e-09 -1.44005e-07 -2.25743e-09 -4.81319e-09
internal_weight=0 3068 41 3027 53 3006 2672 2642 45 2597 334 59 275 254 45 209 181 97 84 58 74 51 2569 2545 2507 2473 2453 54 2399 2379
internal_count=3121 3068 41 3027 53 3006 2672 2642 45 2597 334 59 275 254 45 209 181 97 84 58 74 51 2569 2545 2507 2473 2453 54 2399 2379
is_linear=0
shrinkage=0.1


Tree=9500
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 131 400 1213 403 3 3 1213 42 2 42 4 1209 401 401 12 390 1212 1212 0 401 52 133 1210 401 393 402
split_gain=6.11417e-11 1.83016e-09 9.35715e-10 3.38641e-10 7.06939e-11 8.3173e-11 6.5186e-11 7.14987e-10 3.33861e-10 2.63186e-10 2.3999e-10 1.84639e-10 2.93995e-10 5.88284e-10 1.31414e-10 7.90277e-11 1.37939e-10 1.2965e-10 1.82915e-09 2.56573e-10 1.13015e-10 1.10416e-09 3.25611e-10 2.10327e-10 2.89837e-10 2.72037e-10 2.17693e-10 1.87603e-10 1.22109e-10 1.25456e-10
threshold=-0.083284999999999984 0.10022000000000002 0.12679500000000002 0.089480000000000018 -0.076979999999999979 0.11741500000000001 0.04198000000000001 -0.5335399999999999 -0.092984999999999984 -0.087429999999999994 1.0000000180025095e-35 0.09858500000000002 0.09142500000000002 0.090545000000000014 -0.079329999999999984 -0.092099999999999987 0.12053500000000002 0.10632500000000002 0.088245000000000004 0.089065000000000019 -0.073259999999999978 -0.092474999999999988 -0.086729999999999988 -0.06959499999999999 0.10263500000000002 0.51114000000000004 0.0028200000000000005 0.094270000000000007 0.088255000000000014 0.088505000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -6 10 -8 -9 -10 15 12 13 14 -11 -2 17 19 -19 20 21 22 -17 24 -22 26 27 28 29 -25
right_child=2 -3 -4 -5 5 -7 7 8 9 11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 23 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=1.3525681092918519e-07 1.5817153157990283e-07 9.3860973102604948e-07 -6.8548210805374767e-07 -4.3334263928329624e-07 1.2120922621855403e-09 -2.1830444921988603e-07 6.0805071958232775e-07 -3.9352975576889555e-07 3.3111382075153765e-07 1.5653096759841128e-07 -3.3220612284491256e-07 2.0893977211377708e-07 1.8627520561157356e-07 -6.0291821983666886e-07 -1.5004177546690448e-07 4.3278641070091082e-07 -2.087835044406461e-07 -4.5704308038698227e-07 6.9805858243825997e-07 -3.5993573359149879e-07 4.0281596923819053e-07 -6.9336964691541181e-07 -9.4707200986476897e-08 -6.0865406516949834e-09 -8.864160548682777e-08 -3.5101990001542371e-07 2.3656061832374085e-07 3.0329134538931156e-07 -1.8703250401270251e-07 1.163573841395923e-07
leaf_weight=32 31 21 20 20 126 20 21 20 26 27 22 29 31 23 29 22 32 26 29 20 30 23 25 2192 20 22 39 20 36 87
leaf_count=32 31 21 20 20 126 20 21 20 26 27 22 29 31 23 29 22 32 26 29 20 30 23 25 2192 20 22 39 20 36 87
internal_value=0 5.09534e-08 -3.84204e-09 -4.31919e-08 6.45239e-10 -2.88587e-08 8.88286e-10 5.50933e-08 -7.67484e-09 3.90955e-08 -3.28445e-09 -1.55267e-08 -7.47042e-08 -1.77114e-07 -2.22992e-09 -5.57892e-10 -2.43384e-09 1.14669e-10 1.52011e-07 -3.1796e-09 -3.43703e-10 -1.25627e-07 1.52205e-07 3.24167e-09 2.06233e-07 -9.94375e-10 2.24933e-09 -1.66422e-09 -4.29882e-09 -1.41229e-09
internal_weight=0 219 2902 198 178 146 2882 206 185 165 2676 139 110 79 56 2654 2623 2591 55 2536 2516 70 47 2446 50 2396 2374 2335 2315 2279
internal_count=3121 219 2902 198 178 146 2882 206 185 165 2676 139 110 79 56 2654 2623 2591 55 2536 2516 70 47 2446 50 2396 2374 2335 2315 2279
is_linear=0
shrinkage=0.1


Tree=9501
num_leaves=31
num_cat=0
split_feature=43 43 1371 457 159 151 43 51 160 43 484 151 0 1374 43 457 43 0 157 457 481 481 52 1 1 1 1 0 1 4
split_gain=6.56208e-11 1.01034e-09 4.34791e-10 3.46825e-10 2.10171e-10 1.95112e-10 1.6877e-10 4.65806e-10 1.59795e-10 2.87863e-10 1.62347e-10 1.51729e-10 3.10448e-10 2.53775e-10 3.06795e-10 2.37647e-10 2.17344e-10 5.11624e-10 6.07996e-10 2.34854e-10 1.90663e-10 2.06608e-10 1.61407e-10 1.52016e-10 3.30716e-09 2.03889e-09 3.10806e-10 8.96278e-10 7.98646e-10 7.5742e-10
threshold=-0.086304999999999979 -0.085739999999999997 0.081810000000000008 0.085360000000000005 0.11084000000000001 -0.088329999999999978 -0.084999999999999978 -0.025879999999999997 0.090195000000000011 -0.095049999999999982 -0.085724999999999982 0.10561000000000002 -0.09595999999999999 -0.096434999999999979 -0.084359999999999991 -0.086004999999999984 -0.082389999999999977 -0.080434999999999993 -0.073574999999999988 -0.052389999999999992 -0.15447499999999997 -0.094339999999999993 -0.081934999999999994 0.09202500000000001 0.092945000000000014 0.091345000000000023 0.085475000000000009 -0.090644999999999989 0.084785000000000013 -0.008819999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 8 -5 7 -3 10 -10 -1 13 -13 -8 -15 -16 17 22 -19 -18 -21 -22 -17 25 -25 26 28 -28 -23 -29
right_child=1 2 -4 5 -6 -7 11 -9 9 -11 -12 12 -14 14 15 16 19 18 -20 20 21 23 -24 24 -26 -27 27 29 -30 -31
leaf_value=3.109473673086021e-07 -7.1523884550117598e-07 -5.4669793977761101e-07 3.8331299227114997e-07 5.3347415441606937e-07 -2.8063694793208548e-07 9.7049696110150859e-08 -2.7708773937801572e-07 7.1715675666194421e-08 -3.2746388207918e-07 1.3952477269702452e-07 2.7101779741964366e-08 -1.1415558645921919e-07 4.1443009411068493e-07 3.3968811189529685e-07 -2.571428714068011e-07 6.1806944984255097e-07 2.9072985709122949e-07 -4.1134263642561564e-07 2.8607909868583193e-07 -2.5390014006809737e-07 2.9689076758255727e-07 -2.4479450857420253e-08 2.1631407037148168e-07 1.2624158690262752e-06 -1.1220331751555562e-08 -1.0086165639493283e-06 -2.5185198038431463e-07 1.3463551051663378e-07 -6.6205680155917439e-07 7.8406485459124406e-07
leaf_weight=21 20 21 29 20 24 21 34 29 33 22 498 20 25 26 37 20 26 25 25 32 22 1112 20 21 699 21 53 124 20 21
leaf_count=21 20 21 29 20 24 21 34 29 33 22 498 20 25 26 37 20 26 25 25 32 22 1112 20 21 699 21 53 124 20 21
internal_value=0 -7.35576e-09 -1.60529e-09 2.85791e-08 9.28851e-09 3.0994e-07 -6.1933e-09 -1.88018e-07 2.14108e-08 -1.40668e-07 3.85869e-08 -2.37826e-09 1.79503e-07 -5.87897e-09 -1.87676e-09 -5.77521e-09 -1.62501e-09 1.50623e-07 -6.26318e-08 -7.99523e-09 -1.16502e-08 -7.94644e-09 4.17192e-07 -1.11847e-08 2.59274e-08 -3.09632e-08 -1.55265e-08 1.00061e-07 -3.57441e-08 2.28691e-07
internal_weight=0 2482 2462 639 598 41 2433 50 574 55 519 2383 45 2338 2304 2278 2241 90 50 2151 2125 2093 40 2071 720 1351 1330 198 1132 145
internal_count=3121 2482 2462 639 598 41 2433 50 574 55 519 2383 45 2338 2304 2278 2241 90 50 2151 2125 2093 40 2071 720 1351 1330 198 1132 145
is_linear=0
shrinkage=0.1


Tree=9502
num_leaves=31
num_cat=0
split_feature=42 133 42 43 4 130 39 401 1210 1210 41 41 3 16 16 1447 402 133 15 15 0 51 1 1 1 12 9 52 457 457
split_gain=6.60954e-11 5.18501e-10 1.04081e-10 1.51197e-10 2.41726e-10 1.58464e-10 1.11754e-10 8.26199e-11 1.21384e-10 8.77445e-11 8.53793e-11 3.65728e-10 1.94565e-10 1.06216e-10 4.15686e-10 2.87016e-10 6.62521e-10 1.79081e-10 1.03751e-09 9.43873e-10 3.53257e-10 5.51403e-10 3.13144e-10 5.43458e-09 1.10669e-09 2.95004e-09 5.0844e-10 3.84388e-10 6.22184e-10 3.61941e-10
threshold=-0.23037499999999997 0.089595000000000022 -0.16797499999999996 -0.50775499999999985 -0.085964999999999986 -0.22699999999999995 0.12768500000000002 0.13837000000000002 -0.38516499999999992 -0.099939999999999987 0.088520000000000015 0.082735000000000017 -0.098469999999999988 -0.014754999999999999 -0.016164999999999995 -0.086279999999999982 0.10874500000000002 0.085635000000000003 0.11601500000000002 0.11842000000000001 -0.067094999999999988 0.067785000000000012 0.09253500000000002 0.094090000000000021 0.090130000000000016 0.089570000000000025 -1.0000000180025095e-35 -0.080979999999999983 0.11612500000000002 0.032140000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 7 8 -7 -10 11 13 -12 14 17 -15 -17 19 20 22 -19 -22 24 -24 29 -26 -25 -28 -29 -11
right_child=2 -3 3 5 -6 6 -8 -9 9 10 12 -13 -14 15 -16 16 -18 18 -20 -21 21 -23 23 26 25 -27 27 28 -30 -31
leaf_value=3.6985359667017873e-07 -1.8737715312984922e-07 -2.2104285293338493e-07 3.7578929260883307e-07 -2.5903746726877821e-07 -6.0384325154908913e-08 1.9842986451597729e-07 1.8482359755989109e-07 -2.0562590890449431e-07 -1.7389352242010623e-07 9.425467613011677e-09 5.9451771807234216e-08 3.9782675991733891e-07 -2.8140639003862921e-07 -3.0066857530795389e-07 4.3543412919402531e-07 -3.1826926755901619e-08 4.1693406583429833e-07 -1.4073650945982534e-08 7.0164321239000555e-07 -5.0283695762531307e-07 2.9079802121856346e-08 6.6187027279002436e-07 1.41907681298546e-06 -4.6300187617021035e-07 -1.3820458132077616e-06 2.2568588636318058e-07 -3.8937433086887367e-07 -3.2667646976597901e-09 5.7372784301179536e-07 -3.9350262061757156e-07
leaf_weight=33 30 27 27 24 24 30 32 20 30 726 33 23 34 37 23 1015 34 346 24 38 40 21 28 25 21 25 23 285 20 23
leaf_count=33 30 27 27 24 24 30 32 20 30 726 33 23 34 37 23 1015 34 346 24 38 40 21 28 25 21 25 23 285 20 23
internal_value=0 1.0395e-07 -2.03014e-09 -1.95628e-10 1.70531e-07 -3.11746e-09 -1.03963e-09 -3.0737e-09 -1.67871e-09 -3.76753e-09 -1.97295e-09 7.18346e-10 -1.13521e-07 -2.5981e-09 1.32483e-08 -2.69367e-08 -1.72818e-08 7.34538e-09 6.27202e-08 -1.23141e-08 2.50442e-08 2.46926e-07 3.53617e-09 7.80762e-08 -3.21868e-08 -5.08279e-07 -2.82921e-08 4.84122e-09 3.45689e-08 -2.94749e-09
internal_weight=0 60 3061 3031 51 2980 2956 2924 2904 2874 2844 2777 67 2754 1668 1086 1049 1645 431 1214 407 61 1176 381 795 46 353 328 305 749
internal_count=3121 60 3061 3031 51 2980 2956 2924 2904 2874 2844 2777 67 2754 1668 1086 1049 1645 431 1214 407 61 1176 381 795 46 353 328 305 749
is_linear=0
shrinkage=0.1


Tree=9503
num_leaves=31
num_cat=0
split_feature=448 1348 1365 1 1 1 10 1 1 1447 1374 160 48 0 48 484 15 39 402 133 132 15 393 50 151 42 13 1429 133 457
split_gain=6.53358e-11 1.34771e-10 8.76257e-11 8.79445e-11 1.31976e-09 1.12483e-09 1.27499e-09 3.58185e-10 4.06073e-10 2.82804e-10 2.18848e-10 2.82359e-10 2.08756e-10 1.88363e-10 1.93318e-10 1.74958e-10 4.18499e-10 4.55163e-10 1.70319e-10 3.05886e-10 1.61098e-10 2.07735e-09 1.12836e-09 2.03969e-10 1.5631e-10 4.94093e-10 1.64655e-09 4.89915e-10 4.07663e-10 2.65676e-10
threshold=0.068920000000000023 0.093335000000000015 0.087370000000000017 0.092845000000000025 0.093400000000000025 0.09202500000000001 -0.0026549999999999994 0.094090000000000021 0.094715000000000008 0.059120000000000013 0.089635000000000006 -0.55323499999999981 0.11247500000000001 -0.23051499999999997 0.10271500000000001 0.10126500000000001 -0.56020999999999987 0.15619500000000003 0.0089800000000000019 -0.14717499999999997 -0.083284999999999984 0.091915000000000011 0.11213000000000002 0.087730000000000016 -0.085604999999999987 0.083715000000000026 -0.085804999999999979 0.083725000000000008 0.084655000000000022 -0.087124999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -6 -9 10 11 -8 20 14 -10 16 -15 18 -18 -20 21 23 24 -13 25 28 -27 -28 -22 -26
right_child=-2 -3 -4 4 7 -7 9 8 13 -11 -12 12 -14 15 -16 -17 17 -19 19 -21 22 -23 -24 -25 29 26 27 -29 -30 -31
leaf_value=-7.9441871378094223e-07 -1.8017632584133027e-07 2.3719928856635875e-07 1.6937697650358058e-07 -7.5966819430561831e-07 3.7268063598124479e-07 6.0701407755180808e-07 -3.0509093202605683e-07 -4.245763949602595e-07 -4.2893011000376738e-07 2.8571475905181389e-07 3.0961787790997535e-07 7.3521152198954024e-09 2.5342579228684124e-07 3.6457349374963147e-07 1.5311884670241161e-10 -2.757033499601779e-07 1.9984355611870687e-08 -4.6364423469180155e-07 9.8195156505469304e-08 -4.2440684110781988e-07 1.051603598308962e-07 1.0001392394346197e-06 -7.0531802453798344e-07 -3.2749942325456994e-07 -2.4299649673613456e-07 1.0257710428279984e-06 2.412593389321062e-07 -3.9769489549577154e-07 -4.3679910465036066e-07 -1.6420454207322223e-09
leaf_weight=20 20 24 30 24 24 31 30 24 21 36 23 136 33 32 21 22 723 21 21 24 35 22 23 21 47 21 28 21 23 1540
leaf_count=20 20 24 30 24 24 31 30 24 21 36 23 136 33 32 21 22 723 21 21 24 35 22 23 21 47 21 28 21 23 1540
internal_value=0 1.14821e-09 -6.92943e-10 -2.36741e-09 -2.74739e-08 9.1287e-09 1.27027e-10 -8.63927e-09 -1.87071e-08 7.92051e-09 2.9277e-09 -6.34859e-10 4.04908e-09 -7.7005e-09 -2.14388e-07 2.59712e-09 1.00546e-08 -4.32383e-09 8.23571e-09 -1.80526e-07 -2.43789e-10 9.00864e-08 -9.54707e-09 -3.74369e-08 -2.1603e-10 1.06087e-07 2.84927e-07 -3.25782e-08 -1.09755e-07 -8.78991e-09
internal_weight=0 3101 3077 3047 957 2090 2059 933 909 2039 2003 1980 1950 885 42 843 821 789 768 45 1917 179 1738 157 1715 128 70 49 58 1587
internal_count=3121 3101 3077 3047 957 2090 2059 933 909 2039 2003 1980 1950 885 42 843 821 789 768 45 1917 179 1738 157 1715 128 70 49 58 1587
is_linear=0
shrinkage=0.1


Tree=9504
num_leaves=31
num_cat=0
split_feature=393 1176 447 1348 147 48 147 0 46 44 1428 42 475 1429 157 1 1 33 1 1 1 2 480 0 13 10 40 0 1 1
split_gain=8.05391e-11 6.79241e-11 6.62717e-11 9.59821e-11 1.17982e-10 3.86176e-10 1.22142e-10 1.58653e-10 6.81721e-11 2.13431e-10 8.99905e-11 2.81002e-10 1.15267e-10 1.03095e-10 1.48686e-10 1.19187e-10 1.46986e-09 1.30351e-09 1.27364e-09 5.31992e-10 4.83594e-10 4.59856e-10 2.4643e-10 2.42575e-10 2.10481e-10 4.10046e-10 3.33689e-10 1.79664e-10 3.55604e-10 7.31798e-10
threshold=0.11333500000000001 0.087330000000000019 0.10419500000000002 0.091105000000000005 0.093875000000000014 -0.07095499999999999 0.08845500000000002 -0.083389999999999978 0.084955000000000017 0.10049500000000001 -0.020064999999999996 0.084695000000000006 0.058495000000000012 0.12387000000000002 0.41580000000000006 0.091535000000000019 0.09202500000000001 -0.0066799999999999993 0.093100000000000002 0.094090000000000021 0.094825000000000007 -0.0091949999999999983 0.11191000000000002 -0.23051499999999997 0.24813000000000004 -0.38124499999999995 -0.089249999999999982 -0.23051499999999997 0.10684 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 8 -8 10 -10 11 -1 13 14 15 21 -17 -18 -19 -20 -21 -12 23 -23 25 -22 -27 -28 -29 -30
right_child=-2 -3 -4 -5 5 -7 7 -9 9 -11 12 -13 -14 -15 -16 16 17 18 19 20 24 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-4.2421300818773492e-07 1.5083017404192236e-07 1.65853664994368e-07 -1.8447257673415152e-07 2.1650465342304415e-07 -4.1972950380288523e-07 1.4953618471157494e-07 3.1965325218697709e-07 -2.3160103839674977e-08 3.6283748283238993e-07 -7.1678465638150077e-08 4.8457596477646805e-07 8.3315413708836191e-08 1.4144103648963782e-07 -2.1243574247857092e-07 2.6079593940916572e-07 -8.8466986653656947e-07 7.2519186831058231e-07 -6.1963119380139792e-07 3.9481132291492095e-07 -4.3569043656686653e-07 3.2309051820251429e-07 3.3527555741232267e-07 2.5802227592957686e-07 -6.5573107372005474e-09 -2.7567978024527638e-07 -3.7020647637356996e-07 -2.4303002189659157e-07 1.2235437670701562e-07 -6.350302084001669e-07 -1.4213309702881815e-08
leaf_weight=20 35 24 20 20 26 22 27 27 20 26 20 24 54 24 21 20 23 36 31 28 37 21 37 1813 29 26 30 185 20 375
leaf_count=20 35 24 20 20 26 22 27 27 20 26 20 24 54 24 21 20 23 36 31 28 37 21 37 1813 29 26 30 185 20 375
internal_value=0 -1.72199e-09 -3.03545e-09 -1.84257e-09 -3.28762e-09 -1.58816e-07 -7.77412e-10 1.48247e-07 -3.53334e-09 1.17242e-07 -5.46641e-09 -1.47379e-07 -3.25999e-09 -6.07477e-09 -4.27512e-09 -6.31338e-09 -3.76578e-08 -1.6999e-08 -3.84173e-08 -1.09223e-08 -2.81521e-08 7.61011e-09 2.5116e-09 -2.64319e-09 -1.1897e-08 -5.30394e-10 -1.93574e-08 -4.40317e-09 7.93959e-09 -4.56471e-08
internal_weight=0 3086 3062 3042 3022 48 2974 54 2920 46 2874 44 2830 2776 2752 2731 840 820 797 761 730 1891 1871 1834 702 673 636 610 580 395
internal_count=3121 3086 3062 3042 3022 48 2974 54 2920 46 2874 44 2830 2776 2752 2731 840 820 797 761 730 1891 1871 1834 702 673 636 610 580 395
is_linear=0
shrinkage=0.1


Tree=9505
num_leaves=31
num_cat=0
split_feature=393 1429 1420 1429 154 474 471 156 42 12 3 51 3 475 475 13 129 1185 1182 3 3 2 0 13 0 4 1213 402 52 42
split_gain=6.52222e-11 6.28468e-11 1.48485e-10 1.01993e-10 9.37566e-11 2.50616e-10 1.2152e-10 1.26274e-10 8.96303e-11 3.82469e-10 8.38785e-11 2.46101e-10 1.5692e-10 1.04054e-10 2.04489e-10 1.21726e-10 9.30602e-11 2.6414e-10 9.72226e-11 1.16829e-10 3.35018e-10 3.39358e-10 2.24857e-10 4.99825e-10 2.91973e-10 2.01577e-10 2.71391e-10 9.67119e-10 9.26924e-10 1.89208e-09
threshold=0.11333500000000001 0.12521000000000002 -0.086589999999999986 0.11475 0.085530000000000009 -0.25711499999999993 0.094575000000000006 0.14949500000000002 -0.23037499999999997 0.089625000000000024 -0.16726499999999997 0.067785000000000012 -0.15713499999999997 -0.10664 -0.090954999999999994 -0.06532499999999998 0.11234000000000001 0.093750000000000014 0.086460000000000009 -0.082594999999999988 -0.082974999999999979 0.083795000000000022 0.10455500000000001 -0.029529999999999997 0.047850000000000011 -1.0000000180025095e-35 -0.083944999999999978 0.13775000000000001 0.087435000000000013 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 9 -7 11 -10 -12 15 -15 -14 17 18 19 20 -16 -22 24 -24 25 26 28 -28 29 -21
right_child=-2 -3 3 -5 -6 6 -8 -9 10 -11 12 -13 13 14 16 -17 -18 -19 -20 22 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.6768330884795522e-07 1.3574694289023423e-07 1.7515638063514417e-07 -3.4023846353647972e-07 2.0029270103805177e-07 2.1327098156831428e-07 -7.4571503643840395e-08 -2.3563379010418186e-07 2.1967099974937392e-07 -3.1500801374780472e-09 4.7361760849184978e-07 -2.1785902228137796e-07 3.504559716615264e-07 9.5767619257003384e-09 3.0124008893815036e-07 1.0810425237070601e-08 -3.3931512135154661e-07 1.7024394092383471e-07 -3.6891469150646118e-07 -2.1345119197814131e-07 8.835870382029043e-07 -5.4757238591004615e-08 4.5372898568984968e-07 -5.8313035156939721e-07 5.8986160588069155e-08 2.8252760240143217e-07 2.1767771216872436e-08 -5.245710754616905e-08 -7.5707677581249312e-07 -2.5804780164456367e-07 -2.1260001318982207e-07
leaf_weight=21 35 20 22 25 20 35 22 26 81 20 35 26 20 22 882 20 30 20 22 32 21 35 22 27 33 705 748 20 43 31
leaf_count=21 35 20 22 25 20 35 22 26 81 20 35 26 20 22 882 20 30 20 22 32 21 35 22 27 33 705 748 20 43 31
internal_value=0 -1.53471e-09 -2.68729e-09 -8.5973e-10 -2.5249e-09 -3.96354e-09 -1.4793e-09 2.63388e-10 -1.68357e-09 1.2477e-07 -4.10269e-09 8.27729e-08 -7.46095e-09 -4.7665e-09 -2.38845e-09 -1.64869e-07 -4.88932e-09 -6.87872e-09 -4.11614e-09 -2.34416e-09 2.58693e-08 2.63047e-07 -1.82769e-08 -2.29311e-07 -1.18621e-08 -1.80146e-08 -5.01045e-08 -7.08066e-08 9.9888e-08 3.44193e-07
internal_weight=0 3086 3066 3045 3020 3000 2978 2956 2930 55 2875 107 2768 2733 2693 40 2671 2641 2621 2599 938 56 1661 49 1612 1579 874 768 106 63
internal_count=3121 3086 3066 3045 3020 3000 2978 2956 2930 55 2875 107 2768 2733 2693 40 2671 2641 2621 2599 938 56 1661 49 1612 1579 874 768 106 63
is_linear=0
shrinkage=0.1


Tree=9506
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 15 0 12 1213 2 0 2 2 2 403 133 1210 403 4 2 12 402 43 403 393 401 1210 2 1212 15 15
split_gain=6.41985e-11 4.11376e-10 1.91223e-10 1.83832e-10 9.18935e-11 7.67997e-11 9.75417e-11 6.98144e-11 6.11353e-10 1.58881e-09 7.42484e-10 3.81877e-10 3.9443e-10 2.08512e-10 6.41641e-10 1.71335e-10 2.24462e-10 1.67359e-10 2.83407e-10 2.80681e-10 8.68673e-11 3.91093e-10 1.96976e-10 7.56566e-11 7.62538e-11 1.21332e-10 7.29112e-10 9.2569e-10 8.31621e-11 5.29706e-10
threshold=-0.083174999999999985 -0.014244999999999999 0.092400000000000024 0.049580000000000006 0.086195000000000008 -0.09515499999999999 0.11418000000000002 0.04198000000000001 0.083865000000000009 -0.082394999999999982 0.084985000000000019 0.086000000000000007 0.087195000000000009 -0.54856499999999986 0.40945500000000007 -0.13847499999999999 -0.53255499999999989 -0.07958999999999998 0.091895000000000018 0.094435000000000005 -0.45015499999999992 0.055925000000000009 -0.42244999999999994 -0.091754999999999989 -0.099524999999999988 -0.064344999999999999 0.084715000000000013 0.087490000000000012 0.040760000000000005 0.083195000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 13 9 -9 -10 -12 -13 14 -3 -15 -17 -14 -19 -20 21 -18 -22 -24 -25 26 -26 -28 -27 -30
right_child=1 7 -4 -5 -6 6 -8 8 10 -11 11 12 17 15 -16 16 20 18 19 -21 22 -23 23 24 25 28 27 -29 29 -31
leaf_value=1.1235894318342856e-07 4.251922242158047e-07 -5.9747560189035456e-07 -3.1237033482511838e-07 -2.9843505566467297e-07 2.1639494320879749e-07 -2.7668951110958129e-09 -2.2212592946529573e-07 1.0216729136692221e-06 -5.9184676474831667e-07 -1.3807872789512927e-07 4.5046860257969007e-07 -4.1501337954790483e-07 2.8005026832234902e-07 2.2280795469535352e-07 1.85132250010156e-07 -3.013353209553316e-07 -4.2240366823257914e-07 -2.7933997728268881e-07 4.145924494025622e-07 -8.8013257368402278e-08 2.2811603646968446e-07 1.8223406016204537e-07 1.8771311616205821e-07 -1.7666028770690901e-07 -2.7228999689826552e-07 5.9253428229151945e-09 7.0865258843847799e-07 -1.1526467895350834e-07 -3.7116553665712945e-07 -1.1319622612292281e-08
leaf_weight=38 23 22 25 21 20 92 26 21 21 27 20 21 26 34 20 25 23 26 20 25 38 20 21 25 31 1729 30 25 44 582
leaf_count=38 23 22 25 21 20 92 26 21 21 27 20 21 26 34 20 25 23 26 20 25 38 20 21 25 31 1729 30 25 44 582
internal_value=0 3.95579e-09 -5.18409e-08 -1.87788e-08 1.45893e-08 -1.12833e-08 -5.11002e-08 5.87075e-10 5.65328e-08 3.69313e-07 -3.78912e-08 4.64063e-08 -2.20788e-08 -3.75192e-09 -2.24805e-07 -2.17759e-10 -3.14212e-09 6.29895e-08 -1.64975e-08 1.35367e-07 -2.39151e-10 -1.41177e-07 2.16098e-09 -1.29149e-09 -2.90102e-09 -1.12143e-09 1.15546e-07 3.34145e-07 -5.3819e-09 -3.66123e-08
internal_weight=0 2899 222 197 176 156 118 2876 207 48 159 138 118 2669 42 2627 2593 97 71 45 2568 43 2525 2487 2466 2441 86 55 2355 626
internal_count=3121 2899 222 197 176 156 118 2876 207 48 159 138 118 2669 42 2627 2593 97 71 45 2568 43 2525 2487 2466 2441 86 55 2355 626
is_linear=0
shrinkage=0.1


Tree=9507
num_leaves=31
num_cat=0
split_feature=447 1348 147 48 147 16 132 1203 1185 50 132 131 400 474 51 49 160 160 474 1447 157 2 13 15 474 0 1429 42 1429 475
split_gain=6.27017e-11 7.73713e-11 1.01377e-10 3.14857e-10 9.71426e-11 1.41766e-10 6.57026e-11 1.71836e-09 9.28874e-10 2.83597e-10 9.07537e-11 8.58889e-11 8.32914e-11 6.91374e-11 5.20393e-10 3.6742e-10 6.60063e-10 6.2325e-10 2.51029e-10 1.64008e-10 1.60491e-10 2.50344e-10 3.98607e-10 3.34402e-10 1.13605e-10 2.28864e-10 1.32841e-10 6.68157e-10 2.94272e-10 2.28146e-10
threshold=0.10419500000000002 0.091105000000000005 0.093875000000000014 -0.07095499999999999 0.08845500000000002 -0.010264999999999998 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.044384999999999994 -0.076979999999999979 0.11741500000000001 0.087745000000000017 -0.14283999999999999 0.08610000000000001 -0.089549999999999991 -0.061284999999999992 0.085860000000000006 -0.11565499999999999 -0.083944999999999978 0.084145000000000011 -0.082574999999999982 -0.0088349999999999974 0.084550000000000014 -0.085544999999999982 0.083985000000000018 0.083715000000000026 0.083670000000000008 -0.098879999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 9 -8 11 -10 -1 -13 18 -15 16 -16 -17 19 -12 -18 -22 -23 -24 26 -26 28 29 -21 -28
right_child=-2 -3 3 -5 5 -7 8 -9 10 -11 13 12 -14 14 15 17 20 -19 -20 24 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=1.5987156166570928e-07 -1.7648725432195535e-07 1.9719588635780387e-07 -3.799116567594096e-07 1.3410740829752657e-07 2.9121286415951482e-07 -3.3065294174478437e-08 -6.5155935777221949e-07 9.355104441510776e-07 1.7678582259091416e-07 -3.9489924834157365e-07 2.4305280124668505e-07 1.9054890045237431e-09 -2.1813391285263606e-07 5.3871252259085622e-07 -6.0535159860819478e-07 6.5751407007718679e-07 2.2260939890169801e-07 -5.7817862950977202e-08 -2.6448055828532724e-07 -2.6726282780971118e-09 -2.7711906167234809e-07 -2.0814331800725735e-07 4.5869963563356058e-07 -7.6678624907344784e-08 4.9260387413596619e-08 -4.1327408023761336e-07 1.4039061289579314e-07 5.364391105681184e-07 -3.8793150324067944e-07 -3.1094313731235468e-07
leaf_weight=29 20 20 26 22 28 26 22 20 29 20 27 123 20 20 20 21 28 29 37 2284 33 35 28 20 23 20 21 26 20 24
leaf_count=29 20 20 26 22 28 26 22 20 29 20 27 123 20 20 20 21 28 29 37 2284 33 35 28 20 23 20 21 26 20 24
internal_value=0 1.14453e-09 -1.28122e-10 -1.4432e-07 2.15384e-09 1.35079e-07 -2.55678e-10 5.33972e-08 -4.36641e-09 -3.84896e-08 8.20562e-10 2.95333e-09 -2.88693e-08 -1.0583e-09 5.09036e-08 5.31393e-09 -6.7036e-08 2.42622e-07 -5.9572e-09 -2.04499e-09 7.73011e-09 -4.41373e-08 4.8494e-08 2.35625e-07 -4.78181e-09 -1.65872e-07 -1.86523e-09 1.32859e-07 -6.01689e-09 -1.00321e-07
internal_weight=0 3101 3081 48 3033 54 2979 212 2767 192 2745 172 143 2716 234 214 164 50 2482 2445 144 116 83 48 2418 43 2375 71 2304 45
internal_count=3121 3101 3081 48 3033 54 2979 212 2767 192 2745 172 143 2716 234 214 164 50 2482 2445 144 116 83 48 2418 43 2375 71 2304 45
is_linear=0
shrinkage=0.1


Tree=9508
num_leaves=31
num_cat=0
split_feature=43 43 1372 457 151 158 158 39 3 3 2 0 12 12 16 52 130 15 42 12 133 12 13 52 133 133 2 43 3 43
split_gain=6.55812e-11 7.80107e-10 3.71409e-10 2.96107e-10 1.65218e-10 1.63779e-10 2.38918e-10 2.08762e-10 2.40494e-10 3.24885e-10 3.2102e-10 3.39049e-10 2.17104e-10 5.45698e-10 3.63091e-10 1.78867e-10 3.71911e-10 5.92308e-10 4.47591e-10 3.34259e-10 6.5013e-10 3.97575e-10 2.66645e-10 1.81518e-10 1.95067e-10 2.84772e-10 1.48696e-10 1.22379e-10 1.97587e-10 1.25009e-10
threshold=-0.086304999999999979 -0.085739999999999997 -0.065504999999999994 0.085360000000000005 -0.088329999999999978 0.10667500000000002 0.092880000000000004 0.11402500000000002 -0.083784999999999984 -0.085709999999999995 0.088125000000000023 -0.089604999999999976 0.10408500000000002 0.098810000000000023 -0.087659999999999988 -0.015539999999999998 0.085235000000000019 0.084050000000000014 -0.093284999999999993 0.090695000000000012 0.088285000000000016 0.083370000000000014 0.061215000000000012 0.09086000000000001 0.032270000000000007 0.08622500000000001 0.097385000000000013 -0.084999999999999978 -0.084724999999999981 -0.082389999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 7 8 9 12 11 -10 13 15 -14 19 18 -18 -17 20 21 -1 23 24 -20 -26 -12 28 -4 -29
right_child=1 2 27 4 -6 -7 -8 -9 10 -11 26 -13 14 -15 -16 16 17 -19 22 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=1.0940090412248082e-07 -6.2937077785818481e-07 3.6655352607374008e-07 1.4452738778598157e-08 4.942486958725567e-07 9.264684633438135e-08 -2.2106185255665879e-07 3.3828366074727536e-07 -2.9250966074362791e-07 8.4650293388222051e-08 -3.733521092878315e-07 -1.5605783966675194e-07 6.6692937041423759e-07 -5.1676794356581011e-07 4.232995572270724e-07 1.4648881890227332e-08 -4.7262735293429613e-07 6.8833528658950903e-07 -4.1147893625748111e-09 -3.2846454352554999e-08 -4.4944303567717725e-07 3.8975405122808017e-07 -4.7436181763568387e-07 -2.4829818289617837e-07 -1.2790388061809857e-07 6.0520549713061203e-07 9.4283779006332225e-08 1.2229869089172427e-07 9.1002418812243045e-08 -3.9453292997461089e-07 -8.7662974592497688e-09
leaf_weight=20 20 27 27 20 21 29 23 22 20 24 28 20 20 33 36 20 21 30 23 23 26 28 25 22 20 24 61 133 21 2254
leaf_count=20 20 27 27 20 21 29 23 22 20 24 28 20 20 33 36 20 21 30 23 23 26 28 25 22 20 24 61 133 21 2254
internal_value=0 -7.34946e-09 -2.29648e-09 2.85746e-08 2.8855e-07 1.07502e-08 2.25649e-08 9.26535e-09 2.19353e-08 -1.678e-08 1.40482e-07 3.7579e-07 6.28666e-09 3.85408e-08 -1.75143e-07 -6.48417e-09 5.11847e-08 2.81012e-07 -3.62868e-08 -1.16471e-07 -1.29798e-08 -2.31127e-07 4.02641e-08 1.21321e-07 2.03156e-07 3.26521e-07 3.47258e-08 -6.3864e-09 -1.64478e-07 -3.20734e-09
internal_weight=0 2482 2462 639 41 598 569 546 524 395 129 40 371 315 56 282 185 51 134 97 74 48 114 89 67 44 89 2435 48 2387
internal_count=3121 2482 2462 639 41 598 569 546 524 395 129 40 371 315 56 282 185 51 134 97 74 48 114 89 67 44 89 2435 48 2387
is_linear=0
shrinkage=0.1


Tree=9509
num_leaves=31
num_cat=0
split_feature=33 34 11 9 4 43 1371 1371 1375 1373 1375 457 48 13 475 1429 12 52 4 52 2 474 1429 43 43 2 133 131 49 1447
split_gain=6.42442e-11 7.428e-11 2.562e-10 8.56575e-11 1.53175e-10 7.77651e-11 5.20419e-10 3.71885e-10 2.41291e-10 2.32169e-10 2.20465e-10 1.72225e-10 1.55354e-10 1.46792e-10 2.41021e-10 2.53425e-10 2.35527e-10 1.54592e-10 2.27449e-10 2.32014e-10 4.18635e-10 3.02386e-10 3.82093e-10 1.57538e-10 5.15761e-10 3.37532e-09 5.06924e-10 3.80449e-10 3.54763e-10 4.33584e-10
threshold=-0.009184999999999997 -0.08786999999999999 -1.0000000180025095e-35 0.085555000000000006 0.40945500000000007 -0.081944999999999976 0.083235000000000017 0.083235000000000017 -0.090674999999999992 1.0000000180025095e-35 -0.13067499999999996 -1.0000000180025095e-35 0.091635000000000008 0.10002500000000002 0.12927000000000002 -0.090064999999999992 0.09334000000000002 -0.56741999999999992 -0.51843499999999987 -0.5425549999999999 0.10613000000000002 -0.10891999999999999 -0.03528499999999999 -0.076124999999999984 -0.077824999999999991 0.092875000000000013 0.089405000000000012 0.090280000000000013 0.08610000000000001 -0.076814999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 7 9 8 -4 10 -7 12 -12 14 15 -13 -15 -17 -19 20 -20 -21 -23 24 26 -26 27 28 29 -24
right_child=1 2 3 4 -6 6 -8 -9 -10 -11 11 13 -14 16 -16 17 -18 18 19 21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.432451661516567e-07 1.5544916786050255e-07 -3.3262354948063781e-07 -2.6429281717810228e-07 3.4681154318150223e-07 1.6506115782830321e-09 -2.8845759995225048e-07 -5.0549143256803513e-07 4.055903938251504e-07 2.4591392612575436e-08 2.3651702725566376e-07 -1.1759615716755436e-08 2.5199568353981605e-07 3.6932014025929363e-07 4.043470526808464e-07 -3.2970041511741027e-07 2.2629650350526077e-07 -1.8062369098047248e-08 -3.5465540150880768e-07 9.4796701132360756e-08 3.5892676932421227e-07 -4.7649306433401823e-07 -4.4872175440247021e-07 -4.8993909961774824e-07 2.4885831625552595e-09 -1.0532851896035329e-06 5.7746438360792047e-07 -3.4457870339922795e-07 4.2612054261216883e-07 2.7774161708293833e-07 3.1442921596670923e-08
leaf_weight=31 31 23 30 20 36 28 21 25 798 39 20 36 23 22 24 26 33 20 23 22 29 20 22 1515 30 22 35 26 33 58
leaf_count=31 31 23 30 20 36 28 21 25 798 39 20 36 23 22 24 26 33 20 23 22 29 20 22 1515 30 22 35 26 33 58
internal_value=0 1.43326e-09 -1.27539e-10 2.39137e-09 1.24922e-07 8.87741e-11 -1.01412e-08 2.55978e-08 1.41246e-08 -5.20182e-09 -9.76256e-09 -5.93545e-09 1.92074e-07 -1.02012e-08 -1.47662e-08 -1.08233e-08 1.50901e-07 -1.58534e-08 -1.92474e-08 -1.55917e-08 -2.23807e-07 -9.51924e-09 -1.41222e-08 -9.12967e-09 -8.70131e-08 -3.63353e-07 -4.42884e-09 8.12204e-08 1.86286e-09 -1.11937e-07
internal_weight=0 3090 3059 3036 56 2980 2127 853 828 2106 2067 2039 43 1996 1941 1917 55 1881 1855 1835 52 1783 1761 1741 226 52 174 139 113 80
internal_count=3121 3090 3059 3036 56 2980 2127 853 828 2106 2067 2039 43 1996 1941 1917 55 1881 1855 1835 52 1783 1761 1741 226 52 174 139 113 80
is_linear=0
shrinkage=0.1


Tree=9510
num_leaves=31
num_cat=0
split_feature=445 148 447 448 48 150 447 16 403 12 42 160 48 42 120 16 150 49 3 3 9 9 47 15 2 474 1 2 43 1
split_gain=6.70378e-11 7.0243e-11 1.38916e-10 1.02492e-10 7.55805e-11 1.87609e-10 1.06513e-10 6.97661e-11 2.06266e-10 1.62871e-10 3.92761e-10 1.86289e-10 1.02111e-10 1.66538e-10 8.97853e-11 1.98019e-10 1.01964e-10 1.53409e-10 1.03387e-10 8.00754e-10 3.27338e-10 3.22694e-10 2.78732e-10 1.49068e-09 1.23406e-09 3.44568e-10 5.06713e-10 9.6377e-10 1.65327e-09 7.36557e-10
threshold=-0.048849999999999998 -0.10069499999999999 0.094580000000000011 -0.083359999999999976 -0.080269999999999994 0.081835000000000019 0.089635000000000006 -0.5009849999999999 0.088465000000000002 0.089505000000000015 0.087550000000000017 -0.016279999999999996 0.11454000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.4714549999999999 -0.093459999999999988 0.10969000000000002 -0.013929999999999998 -0.011549999999999998 0.092235000000000011 0.037245000000000007 0.094160000000000008 -0.10469999999999999 -0.045829999999999989 0.091650000000000009 0.094220000000000012 0.10699500000000002 -0.074974999999999986 0.087325000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 8 9 10 11 -6 13 -13 15 -9 17 -17 20 -20 21 -18 24 -24 -21 26 29 28 -28 -26
right_child=1 2 -4 4 6 -7 -8 14 -10 -11 -12 12 -14 -15 -16 16 18 -19 19 22 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-1.7394292511402848e-07 1.463545813886881e-07 1.6495455224909812e-07 -2.1815256073311723e-07 2.0185567631427292e-08 2.0300648468918327e-07 -3.5225005476712839e-07 2.2634300525699779e-07 2.4260511269501094e-07 2.4363106614799791e-07 1.0560587067054428e-07 -4.2203781178515686e-07 1.3963884947813875e-08 6.4645868070285702e-08 -3.5857020859810164e-07 -1.6220245455667028e-07 -3.5210547423503162e-07 -3.1016025288750286e-09 2.6582389113094037e-08 6.2438544568482512e-07 -6.9388673159664914e-07 -3.9609603899883775e-07 4.0044528475391418e-07 7.5737029980871284e-07 -2.1549178789036382e-07 7.0320661194251336e-08 -3.6699793270145165e-07 3.2393946653996868e-07 1.1799758725846557e-07 -8.1579545016958425e-07 5.9477755761301004e-07
leaf_weight=22 33 38 29 38 24 21 21 35 20 32 37 21 21 28 32 20 2147 23 23 25 21 20 28 36 114 20 20 102 35 35
leaf_count=22 33 38 29 38 24 21 21 35 20 32 37 21 21 28 32 20 2147 23 23 25 21 20 28 36 114 20 20 102 35 35
internal_value=0 1.2371e-09 -3.24832e-10 1.75518e-09 -3.12699e-10 -1.12376e-07 1.9362e-09 3.21759e-10 -5.94557e-08 -9.66443e-08 -1.46049e-07 -3.7415e-08 -1.19845e-07 -1.98913e-07 4.32003e-09 6.29071e-09 3.1918e-09 -1.49552e-07 5.69293e-09 5.00408e-08 -3.18476e-09 6.22873e-10 1.82097e-08 2.10135e-07 -1.67853e-08 3.51396e-08 6.14231e-08 -6.39382e-08 -4.01346e-07 1.93515e-07
internal_weight=0 3099 3066 3037 2999 59 2940 2919 183 163 131 94 70 49 2736 2704 2669 43 2626 438 2188 2167 415 64 351 326 306 157 55 149
internal_count=3121 3099 3066 3037 2999 59 2940 2919 183 163 131 94 70 49 2736 2704 2669 43 2626 438 2188 2167 415 64 351 326 306 157 55 149
is_linear=0
shrinkage=0.1


Tree=9511
num_leaves=31
num_cat=0
split_feature=132 1185 1203 448 0 46 46 49 2 3 43 3 13 49 2 4 43 1186 1456 1456 15 12 12 12 133 133 1447 481 481 2
split_gain=6.71576e-11 4.61351e-10 2.61196e-10 6.49201e-11 1.18109e-10 6.60063e-11 1.08684e-10 8.83961e-11 2.77555e-10 5.04378e-10 1.19315e-09 1.82491e-10 1.20205e-10 3.64059e-10 1.52446e-10 1.45732e-10 2.40603e-10 1.16931e-10 1.16553e-10 1.4233e-10 2.66175e-10 1.10128e-10 2.02383e-10 1.85628e-10 2.26426e-10 1.0563e-10 9.3232e-10 6.64289e-10 3.93733e-10 3.60063e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.068920000000000023 -0.26609999999999995 0.10987500000000001 0.083550000000000013 0.10440000000000001 0.087015000000000023 -0.086224999999999982 -0.095049999999999982 -0.081644999999999981 -0.06977499999999999 0.12899500000000003 0.11870500000000002 0.08184000000000001 -0.073404999999999984 0.090275000000000008 0.11510000000000002 0.092265000000000014 -0.013104999999999999 0.11650500000000001 0.11351500000000002 0.12757000000000002 0.017095000000000003 0.086910000000000015 0.0030850000000000005 -0.087974999999999984 -0.086219999999999977 0.083865000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 7 17 -9 10 -10 -11 15 -14 -15 16 -13 18 19 21 -21 22 25 -23 -25 26 28 -27 29 -6
right_child=1 3 -4 -5 5 -7 -8 8 9 11 -12 12 13 14 -16 -17 -18 -19 -20 20 -22 23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-1.1802508770995599e-08 4.7106850399272623e-07 2.3271477609589719e-07 -3.3852562008210692e-07 -1.7888999892079483e-07 6.0753650359401951e-07 1.811415848607112e-07 -2.3345412387243413e-07 -3.4135303470369159e-07 -2.1168488798041707e-07 -3.5222564176251583e-07 7.1999584431776192e-07 -8.788409123402138e-08 -4.3999332469803048e-07 2.2840961520387283e-07 -1.1592878234662547e-07 -1.765079917959156e-07 3.9080803988088607e-07 1.9313620240072026e-07 1.903567796158644e-07 -4.2225135246098947e-07 7.5481853656356179e-08 3.2703011224758224e-07 -2.6222231345376836e-07 -1.4541005725732249e-07 2.6399661485563476e-07 5.9170206441194755e-07 -5.6184788292057416e-07 1.9529581011565734e-08 -7.6635837680472253e-09 4.7725751949622438e-08
leaf_weight=194 21 22 28 20 20 20 20 30 28 25 27 21 27 20 36 20 21 33 33 22 21 28 29 35 22 21 30 601 1619 27
leaf_count=194 21 22 28 20 20 20 20 30 28 25 27 21 27 20 36 20 21 33 33 22 21 28 29 35 22 21 30 601 1619 27
internal_value=0 4.05732e-09 -5.30108e-08 6.49662e-10 1.90606e-09 1.15586e-10 -1.17011e-09 4.91436e-10 -5.56366e-08 -1.75411e-08 2.45686e-07 -1.02703e-07 -5.96815e-08 -1.38374e-07 7.04922e-09 4.56652e-08 1.51462e-07 6.12412e-09 3.66344e-09 1.17419e-09 -1.79172e-07 4.36289e-09 3.13217e-10 1.16181e-07 1.26066e-08 3.59774e-09 -9.32987e-09 3.88473e-08 6.19438e-10 2.85943e-07
internal_weight=0 2899 222 2878 2858 2836 2816 2796 255 225 55 170 145 83 56 62 42 2541 2508 2475 43 2432 2347 85 57 2318 1696 622 1666 47
internal_count=3121 2899 222 2878 2858 2836 2816 2796 255 225 55 170 145 83 56 62 42 2541 2508 2475 43 2432 2347 85 57 2318 1696 622 1666 47
is_linear=0
shrinkage=0.1


Tree=9512
num_leaves=31
num_cat=0
split_feature=47 47 0 1 0 15 1 393 0 13 13 43 1 160 42 1366 1375 52 52 1373 2 1375 457 448 1348 1426 1428 457 9 3
split_gain=5.87672e-11 6.48356e-10 5.03003e-10 2.85544e-09 6.07439e-10 3.20776e-10 1.27072e-10 9.4923e-11 9.47084e-11 1.06093e-10 1.82223e-10 9.78147e-11 2.30537e-10 2.13078e-10 1.73518e-10 8.44435e-11 9.1331e-11 2.80827e-10 2.39966e-10 1.82476e-10 1.06965e-09 1.51945e-10 9.17525e-11 2.88306e-10 2.21462e-10 1.07778e-10 1.18343e-10 1.05287e-10 9.14805e-11 1.16539e-10
threshold=0.092710000000000015 0.09055500000000001 -0.10224499999999999 0.099400000000000002 -0.09595999999999999 -0.18895499999999996 0.11414000000000001 0.11333500000000001 -0.091354999999999978 -0.080759999999999985 -0.085964999999999986 -0.078139999999999973 0.090740000000000015 -0.016279999999999996 0.094165000000000013 -0.082814999999999986 0.084315000000000015 -0.080979999999999983 -0.010739999999999998 1.0000000180025095e-35 0.087015000000000023 -0.42089999999999994 0.11612500000000002 0.030280000000000001 0.088590000000000016 -0.080009999999999984 -0.071779999999999997 0.095565000000000025 0.089995000000000006 -0.014944999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -4 -5 -7 15 -6 10 -10 12 -11 -13 -15 -1 19 -18 -19 21 -21 -17 23 24 25 -23 -27 28 -28 -30
right_child=2 -3 4 5 8 6 -8 -9 9 11 -12 13 -14 14 -16 16 17 18 -20 20 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=1.8933757184700169e-07 -1.2319398096720265e-06 5.5828711849482625e-07 5.4914964556203246e-07 4.0365317075730633e-07 -1.6451399787342779e-07 -2.4941293150147559e-07 8.1320678628589332e-08 1.7176991136125254e-07 -4.049492437835162e-08 6.870131394146976e-08 3.3820862176033493e-07 2.3178552778931177e-07 -3.7434597974494037e-07 4.2646278409898116e-08 -3.247203650857955e-07 -2.5937012340008277e-07 1.5359831285384946e-07 -5.0311303228573423e-07 -2.4512966589895769e-08 -3.1424870883256517e-07 7.0760382354386652e-07 1.6645932373034453e-07 1.6707697276796553e-07 -3.6375278243254303e-07 3.1571758980093864e-07 -2.2646266325902313e-07 -4.2912701919964339e-09 -2.2626684568311226e-07 2.5346713835189449e-07 -4.7474066956386773e-08
leaf_weight=23 22 21 21 21 35 21 26 32 27 24 24 33 23 36 20 23 24 22 20 20 21 37 32 22 22 24 2371 21 31 22
leaf_count=23 22 21 21 21 35 21 26 32 27 24 24 33 23 36 20 23 24 22 20 20 21 37 32 22 22 24 2371 21 31 22
internal_value=0 4.73912e-09 -3.97082e-08 -2.41659e-07 3.50883e-08 7.87262e-08 -6.64539e-08 5.37996e-10 -1.35391e-08 1.47182e-08 1.37719e-07 -3.14069e-08 -1.48109e-07 3.02223e-08 -8.85561e-08 -1.46545e-09 -3.08362e-09 -1.19279e-07 -2.75208e-07 -1.85329e-10 2.09139e-07 -3.47988e-09 -1.20045e-09 -3.31217e-09 -1.75425e-10 -2.94863e-09 -5.48735e-09 -3.31826e-09 -1.38678e-09 1.28548e-07
internal_weight=0 2788 333 90 243 68 47 2767 222 187 51 136 47 89 56 2735 2712 66 42 2646 41 2605 2582 2550 2528 2506 2469 2445 2424 53
internal_count=3121 2788 333 90 243 68 47 2767 222 187 51 136 47 89 56 2735 2712 66 42 2646 41 2605 2582 2550 2528 2506 2469 2445 2424 53
is_linear=0
shrinkage=0.1


Tree=9513
num_leaves=31
num_cat=0
split_feature=33 34 104 9 4 1 15 3 482 52 51 51 0 3 1 43 2 3 15 44 48 160 49 0 0 2 2 13 3 43
split_gain=5.86692e-11 6.49948e-11 2.01034e-10 7.46302e-11 1.29416e-10 7.9333e-11 2.27102e-10 8.17159e-11 2.98859e-10 2.03633e-10 4.95761e-10 4.90357e-10 2.86386e-10 1.68916e-10 8.17604e-10 1.91549e-09 9.45738e-10 1.98298e-10 3.12803e-10 1.59522e-10 2.851e-10 4.47962e-10 4.96892e-10 5.25447e-10 3.81196e-10 1.49494e-10 2.09366e-10 1.39923e-10 1.25663e-10 6.08979e-10
threshold=-0.009184999999999997 -0.08786999999999999 0.086600000000000024 0.085555000000000006 0.40945500000000007 0.16540500000000002 -0.56020999999999987 0.0051600000000000005 0.085075000000000026 -0.23375999999999997 -0.14283999999999999 -0.092264999999999986 -0.036484999999999997 -0.0087149999999999988 0.094220000000000012 -0.076124999999999984 0.10060500000000001 -0.013929999999999998 -0.10091499999999999 0.099360000000000018 0.12879500000000002 0.098320000000000005 -0.049784999999999989 -0.14051499999999997 -0.24955499999999997 0.086285000000000014 0.098260000000000014 -0.16152999999999998 -0.047929999999999993 -0.04652499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 13 9 12 -11 -12 -9 17 16 -16 -15 27 -19 20 21 22 23 -13 -24 -26 -27 -8 -29 -30
right_child=1 2 -4 4 -6 -7 7 8 -10 10 11 19 -14 14 15 -17 -18 18 -20 -21 -22 -23 24 -25 25 26 -28 28 29 -31
leaf_value=-1.3688069092524763e-07 1.4544632879306159e-07 -3.0789331508055775e-07 -3.1608788589210238e-07 3.1262043654307835e-07 1.8084258847174218e-09 1.9830691599054263e-07 -2.6156753157075787e-07 -4.2647953636254032e-07 3.9220428714978212e-07 4.6835464114171659e-07 -3.935126552579294e-07 -4.214668578583769e-07 5.7941684216390199e-08 7.0855993698160088e-07 2.0286814576540439e-08 -1.1642848437887211e-06 -2.6393045629902192e-07 -7.6799168689169828e-08 4.3554074135972069e-07 -1.9557869652686579e-07 -2.6358892368890614e-07 4.9723010846491895e-07 5.4918447181608243e-07 1.6514009808168761e-07 -1.0557941318249203e-07 3.715470620591077e-07 6.1774097774858199e-08 3.2358008741364108e-09 7.2111569891867878e-09 -5.5265054529722119e-07
leaf_weight=31 31 24 20 21 37 20 21 23 23 26 27 37 26 20 43 20 20 22 26 24 23 26 21 26 30 30 80 2217 102 24
leaf_count=31 31 24 20 21 37 20 21 23 23 26 27 37 26 20 43 20 20 22 26 24 23 26 21 26 30 30 80 2217 102 24
internal_value=0 1.37783e-09 -8.21695e-11 1.9975e-09 1.14344e-07 -1.88373e-10 -1.5291e-09 9.74383e-10 4.1695e-08 2.14902e-08 4.82204e-08 1.45059e-08 -1.6944e-07 -5.85826e-09 -1.3127e-07 -3.55768e-07 2.22315e-07 -5.02796e-10 2.00718e-07 5.15985e-08 7.33283e-08 1.04325e-07 5.87196e-08 -1.79375e-07 1.51887e-07 9.22926e-08 1.46258e-07 -4.5885e-09 -2.28523e-09 -9.94292e-08
internal_weight=0 3090 3059 3039 58 2981 2961 2937 422 399 350 324 49 2515 103 63 40 2412 48 297 273 250 224 63 161 140 110 2364 2343 126
internal_count=3121 3090 3059 3039 58 2981 2961 2937 422 399 350 324 49 2515 103 63 40 2412 48 297 273 250 224 63 161 140 110 2364 2343 126
is_linear=0
shrinkage=0.1


Tree=9514
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 132 1348 448 447 448 374 120 9 9 9 41 42 16 1 49 147 15 13 130 43 1366 16 3 15 43 15
split_gain=5.87419e-11 1.73483e-09 8.81624e-10 3.30474e-10 6.73802e-11 6.06164e-11 1.46332e-10 1.16861e-10 1.00651e-10 7.15469e-11 1.04336e-10 1.35073e-10 2.68166e-10 1.88875e-10 1.49838e-10 4.01265e-10 1.41406e-10 2.55969e-10 1.74044e-10 1.27477e-10 1.79367e-10 1.4506e-10 7.01826e-10 5.82964e-10 1.15972e-10 1.92385e-10 1.51461e-10 1.34036e-10 1.98168e-10 1.88108e-10
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.037359999999999997 0.095915000000000014 0.056825000000000007 0.091515000000000013 -0.087679999999999994 0.08987500000000001 0.088020000000000015 0.092410000000000006 0.088235000000000022 0.10750500000000002 0.081560000000000007 0.088670000000000013 -0.5335399999999999 0.082005000000000008 -0.014989999999999998 0.087070000000000022 -0.0092699999999999987 0.24813000000000004 -0.22461999999999996 -0.40263499999999991 -0.065564999999999998 -0.50992999999999988 -0.082334999999999978 -0.46743999999999997 -0.076484999999999984 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 7 8 -6 10 11 12 14 -13 16 -16 17 -10 -19 21 -21 22 -18 -23 26 -26 -24 28 -27 -29
right_child=2 -3 4 -5 5 -7 -8 -9 9 -11 -12 13 -14 -15 15 -17 19 18 -20 20 -22 23 24 -25 25 27 -28 29 -30 -31
leaf_value=1.5853161160845722e-09 -6.3440357497380653e-07 9.1416993086568255e-07 1.3895277204158318e-07 -4.2713683797046546e-07 2.2428716526690097e-07 -1.6991654160305882e-07 2.6360113726095084e-07 -1.9766737314815448e-07 1.2732045563877496e-07 1.5020262745407865e-07 -2.2461674188348082e-07 3.9949174855280491e-07 -3.4364290424649799e-07 -2.5113362767115178e-08 5.0938042856311469e-07 2.5669058776541489e-09 5.6232720311300002e-07 -5.1241267190249579e-07 -9.5227266925235206e-08 3.8790990601000882e-07 -3.0535736682070692e-08 3.6567642109414719e-08 -2.1499581169915805e-08 -5.7412042880597178e-07 -2.51600269995933e-07 2.8157271908019706e-08 3.5873239255579393e-07 7.9403017743118199e-08 -3.1839967503498032e-07 -1.1137652150169502e-08
leaf_weight=178 22 21 35 20 20 21 21 30 21 31 21 20 23 22 21 61 22 20 20 20 21 54 22 22 32 33 20 260 33 1954
leaf_count=178 22 21 35 20 20 21 21 30 21 31 21 20 23 22 21 61 22 20 20 20 21 54 22 22 32 33 20 260 33 1954
internal_value=0 4.99407e-08 -3.76866e-09 -4.172e-08 1.04869e-09 -6.4784e-10 6.10886e-10 -1.35943e-09 7.64349e-10 -8.595e-10 -2.5799e-09 -8.53585e-10 -3.66411e-09 1.7708e-07 -6.97681e-10 1.32361e-07 -4.96972e-09 -1.55395e-07 -3.0382e-07 -1.28905e-09 1.73584e-07 -4.21311e-09 1.36978e-10 -1.4021e-07 -5.11714e-09 -8.10874e-09 1.59563e-07 -4.69131e-09 -1.45121e-07 -5.05053e-10
internal_weight=0 219 2902 198 2880 2845 2824 2803 2773 2753 2722 2701 2659 42 2636 82 2554 61 40 2493 41 2452 2376 76 2354 2312 42 2280 66 2214
internal_count=3121 219 2902 198 2880 2845 2824 2803 2773 2753 2722 2701 2659 42 2636 82 2554 61 40 2493 41 2452 2376 76 2354 2312 42 2280 66 2214
is_linear=0
shrinkage=0.1


Tree=9515
num_leaves=31
num_cat=0
split_feature=130 12 448 0 15 16 480 480 151 1447 1429 480 9 47 16 2 15 15 15 133 15 13 4 0 15 47 15 52 3 151
split_gain=6.63609e-11 1.5733e-10 6.21173e-11 1.18261e-10 3.14786e-10 6.46461e-11 4.0667e-10 3.56466e-10 1.88871e-10 1.67944e-10 2.70932e-10 1.86235e-10 1.96758e-10 2.90175e-10 1.61603e-09 9.44123e-10 1.83486e-10 1.66737e-09 6.17305e-10 6.11074e-10 5.44483e-10 5.58547e-10 5.07592e-10 4.94012e-10 4.69729e-10 7.39521e-10 1.8924e-10 3.56051e-10 3.18838e-10 1.86619e-10
threshold=-0.23647499999999996 0.23631000000000002 0.068920000000000023 -0.24955499999999997 -0.13578499999999996 -0.040964999999999994 0.11747 0.11240000000000001 0.11265500000000002 -0.086849999999999997 0.084990000000000024 0.093630000000000005 0.091600000000000015 0.094160000000000008 -0.069144999999999984 -0.055814999999999997 -0.090644999999999989 -0.088749999999999982 -0.096999999999999989 0.084990000000000024 -0.086254999999999984 -0.15416999999999995 0.0049200000000000008 -0.093039999999999984 -0.10203999999999998 0.088915000000000008 -0.074054999999999996 -0.016329999999999997 -0.16726499999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 9 -5 11 12 13 15 -15 -11 18 -18 24 23 -19 22 -22 -20 25 29 -23 -28 -29 -17
right_child=1 -3 -4 5 -6 6 -8 -9 -10 10 -12 -13 -14 14 -16 16 17 20 19 -21 21 26 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.8156546985892421e-07 -1.0909404644301256e-07 2.6764615070491845e-07 -1.7638921463003501e-07 2.3679040234962184e-07 4.2000736931289916e-07 -1.1399508179614428e-08 -4.6565664206354997e-07 4.3098075074965437e-07 3.1162072559709488e-07 -6.0924714432530888e-07 -3.5884055752230133e-07 -2.5757594370487722e-07 -2.2699880194717739e-07 2.7103043865312413e-10 9.8256984387035124e-07 -2.7125997371018934e-07 -8.1670698432390061e-07 4.9108758829511911e-07 8.423105166107584e-07 -1.9534201651221074e-08 -7.2002401033444138e-07 2.5093159948572508e-07 -4.9931712562913448e-08 1.8124285617204805e-07 -3.3972251074487762e-07 6.3446889683405064e-07 -3.9022488506775104e-07 4.0204636450523273e-07 7.566519974948051e-09 3.1530634984813585e-08
leaf_weight=20 22 22 20 30 23 1349 20 20 20 25 21 27 35 103 20 23 25 23 26 31 20 33 26 20 35 20 22 21 842 177
leaf_count=20 22 22 20 30 23 1349 20 20 20 25 21 27 35 103 20 23 25 23 26 31 20 33 26 20 35 20 22 21 842 177
internal_value=0 1.17607e-09 -7.27905e-10 4.20583e-10 1.61336e-07 -1.98193e-09 -1.80358e-08 1.13784e-08 6.2141e-09 2.40841e-09 -2.05601e-09 2.76541e-09 7.36869e-09 1.28666e-08 1.59994e-07 -3.52346e-10 1.09738e-08 -1.01893e-08 7.54831e-08 3.23628e-07 1.02392e-08 -1.23333e-09 -3.41276e-07 5.5489e-07 5.53071e-10 5.46878e-08 1.58059e-08 7.03846e-09 1.71657e-08 -3.29029e-09
internal_weight=0 3101 3079 3059 45 3014 1369 1645 1625 1605 1575 1554 1527 1492 123 1369 1344 1012 332 77 987 964 46 46 255 220 918 885 863 200
internal_count=3121 3101 3079 3059 45 3014 1369 1645 1625 1605 1575 1554 1527 1492 123 1369 1344 1012 332 77 987 964 46 46 255 220 918 885 863 200
is_linear=0
shrinkage=0.1


Tree=9516
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 12 3 15 3 12 131 131 1447 480 481 133 403 131 16 130 43 42 1456 131 13 160 13 1446 480 3 153
split_gain=6.76686e-11 4.66017e-10 1.80613e-10 6.88893e-11 1.33586e-10 8.75996e-11 7.9423e-11 1.56424e-10 8.54237e-11 6.02637e-11 3.34678e-10 3.42922e-10 7.58653e-10 1.82878e-10 6.91365e-10 3.18741e-10 1.48402e-10 1.9703e-10 1.76809e-10 4.58088e-10 2.69469e-10 1.70727e-10 1.7971e-10 3.81208e-10 2.14458e-10 2.03503e-10 1.25611e-10 1.64853e-10 3.50591e-10 1.50334e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11232500000000002 0.12477500000000001 -0.06977499999999999 0.085315000000000016 -0.084964999999999985 0.087535000000000016 0.090690000000000007 0.090150000000000022 0.059120000000000013 0.081520000000000023 -0.087424999999999989 0.086910000000000015 -0.55327499999999985 0.09172000000000001 -0.40995499999999996 0.08610000000000001 -0.091784999999999992 -0.091729999999999992 -0.052299999999999992 0.11049500000000002 -0.073839999999999975 -0.081639999999999976 -0.0097949999999999982 -0.088809999999999986 0.10252000000000001 -0.069009999999999974 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 8 -1 10 11 13 -13 14 -3 -15 -11 -18 20 -20 -19 -22 24 -24 -23 -25 -17 29 -29 -28
right_child=1 9 -4 4 -6 -7 -8 -9 -10 16 -12 12 -14 15 -16 26 17 18 19 -21 21 22 23 25 -26 -27 27 28 -30 -31
leaf_value=-8.4220015174296137e-08 4.734465305556937e-07 3.3624036191781675e-08 -2.9062640131931927e-07 -3.0281096847772919e-07 4.9798845495951404e-08 1.6582733048646031e-07 1.1005009450393289e-07 -2.9822094305131941e-07 1.5031038762458595e-07 2.9724099387554559e-07 -3.6880807732586622e-07 -1.4615597407896532e-07 7.248507417045858e-07 3.5403888909968377e-07 -6.6204486813603592e-07 -2.5445784899602588e-07 -1.9436266796133537e-07 3.94950215593326e-07 2.2489037128536897e-07 -4.1719933062722706e-07 3.2009787866676172e-07 3.6898793718265212e-07 -4.1724066636561476e-07 2.6585375439935886e-07 3.2556566556725863e-08 -1.0150820645324793e-07 -3.5820919646091716e-09 -5.2446385486367343e-08 4.9995235247735085e-07 -2.2529656603402997e-07
leaf_weight=41 21 50 28 22 21 30 32 23 25 21 25 20 20 25 20 20 37 25 20 25 21 24 25 25 90 38 2269 27 20 31
leaf_count=41 21 50 28 22 21 30 32 23 25 21 25 20 20 25 20 20 37 25 20 25 21 24 25 25 90 38 2269 27 20 31
internal_value=0 4.07979e-09 -5.32051e-08 -1.89381e-08 -1.30606e-07 1.28615e-08 -2.5064e-08 -7.36443e-08 4.61726e-09 6.54948e-10 -4.73809e-09 -1.1003e-09 2.89347e-07 -5.81919e-09 -1.65139e-07 -1.15684e-09 3.94817e-08 2.30789e-08 5.05374e-08 -1.31826e-07 8.36275e-08 4.87259e-08 2.05139e-08 -8.68407e-08 1.03384e-07 4.42703e-08 -4.90837e-09 -2.78183e-09 1.82617e-07 -6.57042e-09
internal_weight=0 2899 222 194 43 151 121 89 66 2878 2527 2502 40 2462 70 2392 351 330 293 45 248 223 202 88 114 63 2367 2347 47 2300
internal_count=3121 2899 222 194 43 151 121 89 66 2878 2527 2502 40 2462 70 2392 351 330 293 45 248 223 202 88 114 63 2367 2347 47 2300
is_linear=0
shrinkage=0.1


Tree=9517
num_leaves=31
num_cat=0
split_feature=3 50 159 51 151 484 3 2 1348 47 14 147 11 9 10 47 0 1 47 47 0 3 3 1429 2 2 1374 13 3 483
split_gain=6.14847e-11 1.88133e-10 2.34552e-10 3.2556e-10 3.99444e-10 2.46991e-10 2.09409e-10 2.60084e-10 1.82602e-10 1.60538e-10 1.05411e-10 3.01663e-10 1.96159e-10 9.61356e-11 2.35869e-10 8.42657e-11 5.92572e-10 2.31299e-09 5.62558e-10 3.12586e-10 1.78259e-10 1.46101e-10 1.37123e-10 3.31849e-10 4.32207e-10 3.86625e-10 1.84005e-10 1.35176e-10 1.51971e-10 3.60357e-10
threshold=0.10893000000000001 0.091320000000000012 0.096715000000000009 0.090560000000000015 -0.080454999999999985 0.095930000000000015 0.31299000000000005 0.10644500000000001 0.090600000000000014 0.13082500000000002 0.083150000000000016 0.095485000000000014 0.076560000000000003 0.092235000000000011 0.0036750000000000007 0.092165000000000011 -0.10224499999999999 0.099400000000000002 0.09550500000000002 0.089785000000000018 -0.094299999999999981 0.10299500000000002 0.048265000000000009 -0.026244999999999997 0.097220000000000015 0.08647500000000001 0.093235000000000012 -0.15416999999999995 -0.065229999999999996 0.10143000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 -4 7 -6 10 -3 11 13 -12 14 15 19 17 -17 -18 21 -20 22 26 -24 25 -25 27 -1 -29 -30
right_child=1 9 5 -5 6 -7 -8 -9 -10 -11 12 -13 -14 -15 -16 16 18 -19 20 -21 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-1.9379008146340007e-07 -2.2332344404717197e-07 -3.4380059914729786e-07 -2.8332108675774561e-07 4.6638642065597828e-07 5.3454492497341848e-08 1.4398146452876404e-07 1.4582627667105624e-08 4.6851811856324988e-07 -3.0535733536396497e-07 5.2072723484286608e-08 -3.3830134454477116e-07 3.6938136402527151e-07 4.3146158950386444e-08 -1.670661721878527e-07 2.438867468685821e-07 -1.2021763080127812e-06 5.0696149720525203e-07 1.7717896540606519e-07 -2.8705321710731372e-07 3.8621056074275439e-07 -1.171860683085172e-09 -2.638934201318729e-07 -2.634914066845795e-07 3.2143621325531058e-07 5.234699121577554e-07 -1.5606739600716772e-07 -2.9219931447373302e-07 1.3131761386783953e-08 -3.3657772832854803e-08 -4.7051020345634243e-07
leaf_weight=36 33 21 31 26 26 24 47 36 20 20 26 22 28 35 39 20 21 31 25 21 171 21 20 30 27 39 22 1845 338 20
leaf_count=36 33 21 31 26 26 24 47 36 20 20 26 22 28 35 39 20 21 31 25 21 171 21 20 30 27 39 22 1845 338 20
internal_value=0 4.61836e-08 8.23804e-08 1.41061e-07 8.14942e-08 -9.68618e-08 1.73778e-07 2.94459e-07 -4.25622e-09 -1.50692e-07 -2.13355e-09 5.51516e-10 -1.40514e-07 -2.38737e-09 -2.73002e-10 -3.81682e-09 -5.70205e-08 -3.63745e-07 1.50667e-08 2.0776e-09 -3.76363e-08 -1.28637e-09 1.03368e-09 1.07072e-07 1.84272e-07 5.15429e-08 -4.40657e-09 -1.57877e-09 1.56222e-09 -5.80629e-08
internal_weight=0 264 223 168 142 55 109 62 2857 41 2837 2783 54 2761 2726 2687 268 51 217 2419 196 2398 2377 116 96 69 2261 2239 2203 358
internal_count=3121 264 223 168 142 55 109 62 2857 41 2837 2783 54 2761 2726 2687 268 51 217 2419 196 2398 2377 116 96 69 2261 2239 2203 358
is_linear=0
shrinkage=0.1


Tree=9518
num_leaves=31
num_cat=0
split_feature=445 48 48 457 45 11 34 13 34 133 9 1 2 4 150 147 1374 1348 457 1375 2 12 12 12 0 12 42 151 3 2
split_gain=5.90023e-11 6.25098e-11 1.33221e-10 2.04193e-10 1.1933e-10 4.4005e-10 9.55683e-11 3.21157e-10 1.22602e-10 3.27967e-10 1.99422e-10 4.65913e-10 3.13488e-10 8.30423e-10 1.21882e-10 2.14202e-10 1.3001e-10 1.23449e-10 1.12536e-10 1.23849e-10 1.18292e-10 8.88659e-11 5.9014e-10 5.88562e-10 3.64406e-10 2.16638e-10 8.11272e-10 1.99792e-10 2.02333e-10 4.65668e-10
threshold=-0.048849999999999998 0.13400000000000004 0.12737000000000001 0.41022000000000008 0.094030000000000016 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.087035000000000015 0.091600000000000015 0.12205500000000001 -1.0000000180025095e-35 0.053180000000000012 0.12765500000000005 0.097985000000000017 -0.096434999999999979 0.087065000000000017 0.093100000000000002 -0.085004999999999983 0.094095000000000012 0.085325000000000012 0.085635000000000003 0.085110000000000005 -0.086729999999999988 0.086095000000000019 0.085730000000000015 -0.091174999999999992 -0.055119999999999995 0.09580000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 9 -8 12 -12 13 -10 15 16 -14 18 19 -18 -20 23 24 -21 -23 26 -24 -27 -29 -30
right_child=1 -3 -4 -5 -6 6 8 -9 10 -11 11 -13 14 -15 -16 -17 17 -19 20 21 -22 22 25 -25 -26 27 -28 28 29 -31
leaf_value=-1.6320060919642031e-07 4.3565264777696387e-07 9.6686620331248297e-08 -2.5196237737916475e-07 2.6957421304731254e-07 -2.3927466981734015e-07 1.377886964607197e-07 4.5023144624998344e-07 -3.8134724003559598e-07 -1.059206957797364e-07 -9.6366383054966883e-08 -5.7443820566049909e-07 5.7506278932401813e-08 -2.5178839916320395e-07 7.4424139285156353e-07 1.8355325688148964e-07 -2.6832246497805968e-07 2.0802443511261766e-07 2.3390883360331249e-07 -3.0008310626127559e-07 -1.2673626292272009e-08 1.4981592435312698e-08 6.9670944345421886e-08 5.2511388551455762e-08 -4.3163295150147211e-07 5.8455929630797856e-07 2.8113860526428445e-07 -7.1037774461046867e-07 1.0477595034010599e-08 -5.0077679417243487e-07 -3.29280807748616e-11
leaf_weight=22 23 67 21 28 21 22 21 26 27 23 20 28 21 20 34 31 28 22 26 799 22 27 46 35 28 26 20 1496 26 65
leaf_count=22 23 67 21 28 21 22 21 26 27 23 20 28 21 20 34 31 28 22 26 799 22 27 46 35 28 26 20 1496 26 65
internal_value=0 1.14545e-09 -9.65788e-10 7.8477e-10 -1.73823e-09 -5.41418e-11 -3.46389e-09 -1.4341e-07 -1.14033e-09 1.6451e-07 -3.70043e-09 -2.05804e-07 -2.34565e-10 2.5585e-07 -4.60811e-09 -6.96186e-09 -3.94653e-09 -1.99429e-09 -3.95717e-09 -1.15185e-09 -1.55678e-07 -3.43259e-09 9.46857e-09 -3.02559e-08 3.31796e-07 -1.0901e-09 -1.78667e-07 6.17591e-09 1.67117e-09 -1.43103e-07
internal_weight=0 3099 3032 3011 2983 2962 2939 48 2891 44 2847 48 2799 47 2752 2718 2687 2666 2644 2596 48 2568 1734 834 55 1679 66 1613 1587 91
internal_count=3121 3099 3032 3011 2983 2962 2939 48 2891 44 2847 48 2799 47 2752 2718 2687 2666 2644 2596 48 2568 1734 834 55 1679 66 1613 1587 91
is_linear=0
shrinkage=0.1


Tree=9519
num_leaves=31
num_cat=0
split_feature=46 44 96 34 34 34 33 1456 483 479 1447 2 2 481 132 0 1203 2 1456 4 4 402 42 50 15 43 15 129 12 15
split_gain=6.55137e-11 1.66161e-10 6.79992e-11 9.07052e-11 1.71389e-10 2.46448e-10 1.92547e-10 6.742e-11 9.22268e-11 1.29462e-10 9.5941e-11 9.9774e-10 1.57792e-10 9.17082e-10 6.06777e-10 2.3173e-09 1.61391e-09 5.12226e-10 2.8823e-10 2.93819e-10 1.4914e-09 9.78171e-10 3.46015e-10 5.40172e-10 1.05847e-09 3.87659e-10 3.41548e-10 3.2222e-10 4.50108e-10 2.90713e-10
threshold=0.084955000000000017 0.10049500000000001 0.090365000000000015 -0.097449999999999981 -0.084564999999999987 -0.057544999999999992 -1.0000000180025095e-35 0.11772000000000001 -0.47181499999999993 0.11469500000000001 1.0000000180025095e-35 0.085515000000000022 0.083715000000000026 -0.085894999999999985 -0.083284999999999984 -0.082284999999999983 0.088310000000000013 0.083935000000000023 -0.091834999999999986 -0.083644999999999983 -0.081224999999999978 0.079755000000000006 0.096450000000000022 0.090805000000000011 0.090325000000000003 0.05259500000000001 0.10549000000000001 0.085395000000000013 0.089300000000000004 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 -7 8 -8 10 12 -12 13 -10 15 -15 18 -14 -16 21 -21 27 26 24 -24 -25 29 28 -20 -22
right_child=1 -3 -4 4 5 6 7 -9 9 -11 11 -13 17 14 16 -17 -18 -19 19 20 22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=1.618299716559377e-07 3.3563274925541009e-07 -4.4659286902304774e-08 -1.8558495670006892e-07 -2.4435477114523035e-07 3.1258292644054108e-07 -3.1194247299026759e-07 1.9636030386867753e-07 -1.3121880926565868e-07 6.6610311401528517e-07 -2.5402323643675118e-07 -6.8933609099985914e-07 2.0577013170816028e-07 -4.0065377358146324e-07 -2.6328161482069847e-07 4.0088339758881375e-07 1.1808701408710932e-06 -8.8544915513466546e-07 -3.5671243229436138e-09 -3.821282912840302e-07 7.1749126244603461e-07 2.0669748879807144e-07 -7.6737298911666588e-07 -1.5913968671875701e-08 3.8721956059362132e-07 -9.3541283735562726e-07 -1.7372459219749153e-07 4.2896307816549366e-07 3.3119191702167966e-07 2.0332435578159411e-07 -2.4993953653607518e-08
leaf_weight=34 20 27 20 29 25 20 24 39 23 20 20 33 33 25 20 20 20 2084 29 31 68 20 31 22 21 28 22 23 24 266
leaf_count=34 20 27 20 29 25 20 24 39 23 20 20 33 33 25 20 20 20 2084 29 31 68 20 31 22 21 28 22 23 24 266
internal_value=0 1.17167e-07 -1.79594e-09 -5.92349e-10 -2.42094e-09 -7.52141e-11 -2.71057e-09 -6.11232e-10 1.14099e-09 -4.84149e-10 1.28699e-09 -1.32006e-07 3.80106e-09 4.52185e-08 2.39046e-08 3.78564e-07 -1.63089e-09 -9.75695e-09 2.75862e-08 1.4824e-08 4.62249e-08 -1.45125e-07 7.89879e-10 -1.61593e-07 -3.8725e-07 7.30908e-08 4.73152e-08 1.86247e-08 -1.17018e-07 2.21768e-08
internal_weight=0 47 3074 3054 3020 2991 2966 2946 2907 2883 2863 53 2810 693 670 45 625 2117 605 585 489 96 458 102 52 50 356 76 53 334
internal_count=3121 47 3074 3054 3020 2991 2966 2946 2907 2883 2863 53 2810 693 670 45 625 2117 605 585 489 96 458 102 52 50 356 76 53 334
is_linear=0
shrinkage=0.1


Tree=9520
num_leaves=31
num_cat=0
split_feature=1208 1208 1208 403 15 1210 401 132 394 15 1186 42 130 42 3 42 401 401 390 16 129 1212 1212 0 394 374 120 482 482 483
split_gain=6.53514e-11 8.4458e-11 6.78475e-11 1.23013e-10 7.94859e-10 1.2647e-10 8.14648e-11 7.31512e-11 3.21783e-10 1.9724e-10 1.36305e-10 8.41324e-11 1.49504e-10 2.80197e-10 1.44807e-10 1.2122e-10 7.01738e-11 7.28027e-11 2.55634e-10 1.80044e-10 1.34353e-10 9.55938e-11 3.79317e-10 2.75766e-10 7.67268e-11 6.97031e-11 8.41043e-11 1.29453e-10 3.88837e-10 5.10328e-10
threshold=0.12461500000000002 0.10737500000000001 0.092250000000000013 -0.5335399999999999 0.087575000000000014 -0.3960249999999999 0.13571500000000003 -0.083174999999999985 0.10969000000000002 0.092400000000000024 0.049580000000000006 -0.021469999999999996 0.096010000000000012 -0.074124999999999983 -0.06977499999999999 -0.010544999999999997 0.11655000000000001 0.10632500000000002 0.090020000000000017 -0.086989999999999984 -0.075474999999999987 -0.092474999999999988 -0.087464999999999987 -0.086729999999999988 1.0000000180025095e-35 0.08987500000000001 0.088020000000000015 0.097415000000000015 0.089605000000000018 0.087775000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 9 16 10 11 12 13 -7 -14 -13 17 18 20 -19 -9 23 -23 -22 25 26 27 28 -24 -30
right_child=-2 -3 -4 5 -6 6 -8 8 -10 -11 -12 15 14 -15 -16 -17 -18 19 -20 -21 21 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.576385152224248e-07 -1.8018804539110534e-07 1.8063366127307746e-07 -1.4297497557866777e-07 -2.521125797727564e-07 5.1813318882360758e-07 1.0127691924739142e-08 1.7995225573486098e-07 2.5441480899990851e-07 3.8401890559601846e-07 -3.4104795787470721e-07 -2.658446512831298e-07 2.8261683592166844e-07 -1.0421668712351243e-07 -4.4052909060419349e-07 2.5898448998502678e-07 5.9219241755235259e-11 -1.4491180306897675e-07 3.4031673841300722e-07 -3.4780335800817173e-07 -6.9041056992670172e-08 4.0465173715243847e-07 -4.255910915790515e-07 -2.9315852170404673e-10 -5.5266514564777937e-08 1.8711524567358787e-07 1.4617794326099444e-07 -2.0659790479271577e-07 1.038308019637731e-07 3.3297632164757967e-08 -6.7251934286360894e-07
leaf_weight=25 20 26 33 20 28 37 25 21 22 22 21 22 21 22 23 49 33 21 21 22 22 21 2284 32 22 32 20 113 21 20
leaf_count=25 20 26 33 20 28 37 25 21 22 22 21 22 21 22 23 49 33 21 21 22 22 21 2284 32 22 32 20 113 21 20
internal_value=0 1.15809e-09 -3.59429e-10 1.18768e-09 1.52203e-07 -1.49008e-09 1.98187e-10 -1.32826e-09 3.11835e-09 -5.7208e-08 -2.51851e-08 3.86006e-09 -5.38721e-08 -1.57914e-07 8.56385e-08 8.76123e-08 2.04575e-11 1.81041e-09 -3.00617e-10 1.30878e-07 2.49753e-09 4.52585e-10 -2.35411e-09 1.32108e-07 1.18409e-09 -4.58672e-10 -2.36769e-09 -6.92301e-10 -5.77235e-09 -3.11003e-07
internal_weight=0 3101 3075 3042 53 2989 2969 2944 2727 217 195 174 103 59 44 71 2705 2672 2629 43 2608 2587 2533 54 2512 2490 2458 2438 2325 41
internal_count=3121 3101 3075 3042 53 2989 2969 2944 2727 217 195 174 103 59 44 71 2705 2672 2629 43 2608 2587 2533 54 2512 2490 2458 2438 2325 41
is_linear=0
shrinkage=0.1


Tree=9521
num_leaves=31
num_cat=0
split_feature=1210 1210 1209 1210 42 4 12 1210 43 403 1210 132 1186 1204 1185 52 1210 15 2 132 12 402 402 1212 402 1185 393 401 130 401
split_gain=6.65527e-11 1.29883e-10 6.74755e-11 2.3139e-10 4.63805e-10 3.71739e-10 9.43056e-11 7.30096e-11 6.28233e-10 6.04223e-10 1.43331e-10 7.58154e-11 1.57702e-09 1.0622e-09 2.5823e-10 2.02417e-10 8.59591e-11 1.2728e-10 8.40727e-11 2.60912e-10 1.65904e-10 7.49246e-11 1.33487e-10 2.46938e-10 1.37443e-10 6.863e-11 9.91814e-11 8.14323e-11 2.80786e-10 3.2029e-10
threshold=-0.40154499999999999 -0.15347999999999998 0.088060000000000013 -0.00046999999999999993 0.08733500000000001 -0.077519999999999992 0.088845000000000021 -0.079504999999999978 -0.0047449999999999992 -0.090774999999999981 -0.064344999999999999 -0.083284999999999984 0.0044650000000000011 -0.082199999999999981 -0.083264999999999992 0.10347000000000002 -0.0061249999999999994 0.088235000000000022 0.089725000000000013 -0.41094499999999995 0.090165000000000009 -0.47355499999999995 -0.45015499999999992 0.10909000000000001 -0.42072999999999994 0.093750000000000014 0.09389500000000002 0.076195000000000013 -0.004729999999999999 0.083100000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 6 -5 -4 8 9 -3 -9 12 15 -13 -15 18 17 -16 20 -20 -12 -18 23 -23 -24 26 27 -26 -29 -30
right_child=1 2 3 5 -6 -7 -8 10 -10 -11 11 13 -14 14 16 -17 21 -19 19 -21 -22 22 24 -25 25 -27 -28 28 29 -31
leaf_value=1.4346911383356087e-07 -2.4933839394439671e-07 6.9531621704754803e-08 1.8787419521902935e-07 -4.1288445603846593e-07 5.8373560593492723e-07 1.3568815314594453e-07 -8.8427509249792526e-08 2.3795945230631334e-07 3.1503523206558148e-07 -6.8201151649467968e-07 2.1442844130255571e-08 -6.1964447815349947e-07 8.5540014951716741e-07 3.5750484926211358e-07 -3.191832055295306e-07 -2.9454288808126337e-07 1.788037618256488e-07 2.8981938406841007e-08 3.6832540831452126e-07 -7.115465698299366e-08 -2.8868053729895663e-07 -4.23628244339809e-07 2.6167307709101806e-07 4.5924997523390709e-08 3.0911440903417124e-09 -1.8154196043594442e-07 1.6477026544158159e-07 -4.093601360534108e-07 -4.00493891277165e-07 2.3815565481052785e-08
leaf_weight=32 21 20 21 21 21 30 30 25 23 23 69 28 22 20 21 27 23 21 22 35 23 21 20 24 2219 21 36 21 20 161
leaf_count=32 21 20 21 21 21 30 30 25 23 23 69 28 22 20 21 27 23 21 22 35 23 21 20 24 2219 21 36 21 20 161
internal_value=0 -1.49008e-09 2.06406e-10 7.27728e-08 1.88208e-07 -9.01947e-08 2.53438e-08 -2.82438e-09 -1.06815e-07 -3.32457e-07 -4.40422e-10 -2.52872e-09 5.71656e-08 -6.97882e-09 -4.51184e-10 -4.26137e-08 -3.19625e-09 -1.45101e-07 3.03792e-09 9.84692e-08 -5.6088e-08 -8.73571e-10 -2.49865e-09 -1.732e-07 5.76431e-10 -1.53089e-09 7.66937e-12 -2.44233e-09 -6.32284e-08 -2.30695e-08
internal_weight=0 3089 3068 123 72 51 51 2945 66 43 2879 2854 198 2656 2628 176 2608 42 149 57 92 2566 2543 45 2498 2478 2457 2421 202 181
internal_count=3121 3089 3068 123 72 51 51 2945 66 43 2879 2854 198 2656 2628 176 2608 42 149 57 92 2566 2543 45 2498 2478 2457 2421 202 181
is_linear=0
shrinkage=0.1


Tree=9522
num_leaves=31
num_cat=0
split_feature=1203 1204 400 1203 42 1185 401 1210 1210 1185 128 129 0 42 16 129 128 3 132 3 1203 3 3 1429 3 3 160 3 15 3
split_gain=6.39791e-11 8.65168e-11 1.39525e-10 9.48379e-11 1.67681e-10 1.51727e-10 8.33294e-11 1.46396e-10 9.46008e-11 7.20067e-11 7.63551e-11 1.19759e-10 2.51427e-10 1.14614e-10 1.12172e-10 7.94302e-11 1.2136e-10 8.17261e-10 9.15045e-11 7.31837e-11 7.95737e-11 8.29256e-11 2.82805e-10 5.03475e-10 4.90116e-10 5.59988e-10 4.05155e-10 3.97115e-10 3.57141e-10 2.65922e-10
threshold=0.10970500000000001 0.057120000000000011 0.12955000000000003 0.090185000000000001 -0.067534999999999998 -0.093764999999999987 0.13837000000000002 -0.38516499999999992 -0.099939999999999987 0.093750000000000014 0.10551000000000001 0.093925000000000008 -0.074229999999999977 -0.09693499999999998 -0.085589999999999986 0.090180000000000024 0.085955000000000018 -0.094874999999999987 0.13831000000000002 -0.38012499999999999 0.085685000000000011 -0.091354999999999978 -0.086424999999999988 0.083715000000000026 -0.086049999999999988 -0.085709999999999995 -0.014869999999999998 -0.085114999999999982 0.087260000000000018 -0.096099999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7 -9 10 11 15 14 -12 -13 16 18 -18 19 -10 21 29 23 26 -24 -26 -23 -27 -28 -21
right_child=-2 -3 -4 4 -6 6 -8 8 9 -11 13 12 -14 -15 -16 -17 17 -19 -20 20 -22 22 24 -25 25 27 28 -29 -30 -31
leaf_value=-2.6529228436670977e-07 1.7827786692237168e-07 -1.9438205344079545e-07 2.4566603666125562e-07 -6.1888679674382267e-08 3.3818499890582063e-07 2.0910689164049306e-07 -2.0514904175428228e-07 -1.764617824879943e-07 -1.505012333535838e-07 -1.810727765545876e-07 -2.1828174571790161e-07 9.2509563836230024e-08 3.3142184762331965e-07 2.4157127307069881e-08 -1.9547329630075271e-07 -1.5025257391292663e-07 6.4494657375949572e-07 -1.2882749117055098e-07 -2.1492633845099365e-07 1.2898977720256624e-08 1.5594947781623475e-07 2.274446981978611e-07 3.9075775060126716e-07 -4.8118521449120614e-07 -4.4778312258131336e-07 3.6366451932205267e-07 -5.2492189894007093e-08 -3.1511894460367738e-09 -4.8876812594282155e-07 2.693987173706268e-07
leaf_weight=22 20 23 23 20 22 33 20 31 32 22 39 38 34 39 21 35 21 39 20 397 33 39 32 33 28 30 86 1820 24 45
leaf_count=22 20 23 23 20 22 33 20 31 32 22 39 38 34 39 21 35 21 39 20 397 33 39 32 33 28 30 86 1820 24 45
internal_value=0 -1.15419e-09 2.89685e-10 -1.55767e-09 1.47674e-07 -3.63789e-09 -1.71332e-09 -3.43842e-10 -2.69642e-09 -8.43401e-10 5.30965e-10 3.24286e-09 1.14825e-07 -9.70623e-08 -9.99281e-09 -5.80719e-10 1.37468e-09 1.41993e-07 -1.84683e-09 -2.07122e-10 1.66643e-09 -3.4278e-10 -8.65795e-09 -1.27767e-07 2.69167e-09 -3.92074e-09 -4.94928e-08 2.79717e-09 -1.4768e-07 3.90132e-08
internal_weight=0 3101 3078 3055 42 3013 2991 2971 2938 2907 2885 2807 93 78 59 2714 2679 60 2619 2599 2567 2534 2092 182 1910 1878 149 1850 110 442
internal_count=3121 3101 3078 3055 42 3013 2991 2971 2938 2907 2885 2807 93 78 59 2714 2679 60 2619 2599 2567 2534 2092 182 1910 1878 149 1850 110 442
is_linear=0
shrinkage=0.1


Tree=9523
num_leaves=31
num_cat=0
split_feature=44 46 47 47 47 159 160 47 47 49 13 3 146 1365 1375 1 1373 157 150 15 0 43 43 43 1374 403 4 2 1 0
split_gain=6.02721e-11 8.41592e-11 6.54068e-11 4.28462e-10 2.15266e-10 1.05538e-10 8.533e-11 1.54414e-10 1.03425e-10 1.6189e-10 1.15131e-10 9.80179e-11 8.13558e-11 1.3312e-10 9.34187e-11 2.07865e-10 1.22522e-10 8.53433e-10 2.06584e-10 6.96886e-10 2.06987e-10 1.05462e-10 3.06874e-10 2.97029e-10 1.81668e-10 1.54756e-10 2.62306e-10 1.84058e-10 4.23203e-10 3.12912e-10
threshold=0.10249500000000002 0.083550000000000013 0.092165000000000011 0.09585500000000001 0.089785000000000018 0.085035000000000013 -0.081399999999999986 0.10499000000000001 0.097970000000000015 -0.006494999999999999 0.066795000000000007 -0.088784999999999989 0.087720000000000006 0.085025000000000017 0.086020000000000013 0.089105000000000018 1.0000000180025095e-35 -0.086244999999999988 0.12640500000000002 -0.033689999999999991 -0.23091999999999999 -0.09002499999999998 -0.091274999999999981 -0.088909999999999989 -0.035729999999999991 0.07955000000000001 -0.049534999999999989 0.084305000000000005 0.08801500000000001 -0.067094999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 12 6 7 -5 -8 -10 11 -11 13 14 16 -16 18 -18 20 -20 -1 22 25 -23 -25 27 -27 28 -22 -29
right_child=-2 -3 3 5 -6 -7 8 -9 9 10 -12 -13 -14 -15 15 -17 17 -19 19 -21 21 23 -24 24 -26 26 -28 29 -30 -31
leaf_value=2.3142910805518115e-07 1.4875584047520837e-07 -1.8403734104310843e-07 -4.1651826739398852e-07 3.5139955940621801e-08 3.166105294706189e-07 1.7101313382283936e-07 -2.0196332926047946e-07 -3.5781570488779836e-07 2.3556349039684696e-07 -2.4428748071675895e-07 2.0592918644979366e-07 -1.3741112643840511e-08 -1.9839959721323906e-07 2.4358759708814865e-07 6.332689051191665e-08 -3.5323315861877865e-07 -2.5586838319213713e-07 6.4670617376805246e-07 -6.5773949472713869e-07 9.9389734819327168e-08 4.4824474108346683e-07 -3.6466923841979465e-07 4.2924400418087316e-07 2.4967854638394523e-07 -6.7962785402847227e-09 -2.8443789157999824e-07 1.5159376558089704e-07 -5.0499849948818452e-08 -5.1377368066596327e-09 1.895507753832479e-07
leaf_weight=40 27 25 28 20 22 30 23 20 30 22 20 114 20 23 25 23 22 20 20 31 35 23 20 28 2023 37 22 204 50 74
leaf_count=40 27 25 28 20 22 30 23 20 30 22 20 114 20 23 25 23 22 20 20 31 35 23 20 28 2023 37 22 204 50 74
internal_value=0 -1.30345e-09 1.851e-10 -4.3603e-08 5.0522e-09 -6.17778e-09 -2.75261e-08 -1.61338e-07 -1.91617e-09 2.28208e-08 -1.80912e-08 -5.10354e-08 2.55064e-09 4.02821e-09 1.98525e-09 -1.36275e-07 4.49053e-09 1.73929e-07 1.7608e-09 -1.97524e-07 5.73713e-09 2.14902e-09 4.64982e-08 -7.30244e-09 -3.29492e-09 2.83586e-08 -1.2185e-07 5.27726e-08 1.81549e-07 1.33985e-08
internal_weight=0 3094 3069 307 2762 279 249 40 209 186 156 136 2740 2720 2697 48 2649 42 2607 51 2556 2516 442 2074 2051 422 59 363 85 278
internal_count=3121 3094 3069 307 2762 279 249 40 209 186 156 136 2740 2720 2697 48 2649 42 2607 51 2556 2516 442 2074 2051 422 59 363 85 278
is_linear=0
shrinkage=0.1


Tree=9524
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 1204 403 2 1213 1213 1212 1210 16 133 12 0 403 2 1210 1212 13 1209 129 129 1210 402 403 12 403 402 403
split_gain=5.52186e-11 3.0401e-10 1.64238e-10 7.62441e-11 6.75319e-11 2.44692e-10 2.20091e-10 5.77868e-11 7.32674e-10 6.36443e-10 5.04072e-10 2.48905e-10 6.41789e-10 2.98287e-10 1.54406e-10 1.35479e-10 1.16607e-10 1.14582e-10 9.98757e-11 1.80428e-10 1.1706e-10 9.2997e-11 1.03847e-10 8.51309e-11 1.06094e-10 2.72009e-10 4.87528e-10 2.08296e-10 9.87613e-11 2.45301e-10
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.079429999999999987 -0.090774999999999981 0.085235000000000019 -0.087969999999999979 -0.085284999999999986 -0.089079999999999979 -0.091799999999999979 -0.092484999999999984 -0.13941499999999998 0.08598500000000002 -0.079634999999999997 0.44389500000000004 0.093840000000000021 -0.40154499999999999 -0.063924999999999996 -0.064619999999999983 -0.084519999999999984 -0.082304999999999975 -1.0000000180025095e-35 -0.090009999999999993 0.11174500000000002 -0.5335399999999999 0.09141500000000001 -0.52336499999999997 -0.45015499999999992 -0.42244999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 -7 10 -9 -10 -6 12 -12 -13 15 -15 -16 -11 19 -19 -20 -22 -23 -24 25 26 -25 -27 -29 -30
right_child=1 4 -4 -5 7 6 -8 8 9 17 11 13 -14 14 16 -17 -18 18 20 -21 21 22 23 24 -26 27 -28 28 29 -31
leaf_value=4.8420698048415042e-09 3.8277195731747529e-07 3.8252266079331049e-07 -3.0741405277529509e-07 -1.7583918305616762e-07 -5.167396618874353e-07 2.0169581252578915e-07 -2.460726487270123e-07 4.5696033956638917e-07 -5.0577005467289377e-07 2.3387296031225039e-07 1.7226031553989397e-07 3.2359836746941122e-07 -6.1926223168029541e-07 -2.4397915091690769e-07 3.0259826473866273e-07 6.6724986857519505e-08 -3.479012312097785e-08 3.7009474429083867e-07 -2.3838852409123016e-07 -4.0588926554085487e-08 1.9885459595491779e-07 -2.1465553706310978e-07 -2.0662493966483452e-07 6.159960312857038e-07 -2.1319964661336638e-07 -2.8948659178240635e-07 -1.7273931469448613e-08 -1.4597046588152e-07 3.2855375272210159e-07 3.0325492827026468e-10
leaf_weight=173 21 21 22 27 21 21 23 35 25 21 21 34 20 36 20 23 21 20 21 23 23 23 20 20 23 25 31 45 23 2239
leaf_count=173 21 21 22 27 21 21 23 35 25 21 21 34 20 36 20 23 21 20 21 23 23 23 20 20 23 25 31 45 23 2239
internal_value=0 3.67045e-09 -4.8077e-08 -1.95499e-08 9.04252e-10 1.01676e-07 -3.2365e-08 -1.42427e-09 2.49816e-09 -3.66225e-09 -5.37968e-08 1.75637e-09 -2.13848e-07 6.77249e-08 -1.9272e-08 -1.22857e-07 1.2979e-07 1.2469e-09 -6.79418e-10 1.50427e-07 -3.28574e-09 -1.28851e-09 -3.16817e-09 -1.16314e-09 5.44774e-10 2.60777e-09 2.31067e-07 -2.38856e-09 7.22606e-10 3.6409e-09
internal_weight=0 2899 222 200 2878 65 44 2813 2617 2582 196 175 41 134 100 59 41 2557 2536 43 2493 2472 2449 2426 2406 2383 51 2332 2307 2262
internal_count=3121 2899 222 200 2878 65 44 2813 2617 2582 196 175 41 134 100 59 41 2557 2536 43 2493 2472 2449 2426 2406 2383 51 2332 2307 2262
is_linear=0
shrinkage=0.1


Tree=9525
num_leaves=31
num_cat=0
split_feature=402 1212 1210 402 16 0 400 1210 1212 52 402 13 52 132 399 1204 132 151 402 133 3 1 43 12 3 4 12 12 43 2
split_gain=6.0799e-11 7.78095e-11 1.09056e-09 7.71784e-10 3.81803e-10 2.82855e-10 1.23873e-10 1.21715e-10 8.54369e-11 1.77961e-10 7.92687e-11 6.55714e-11 6.51991e-11 3.00888e-10 2.4617e-09 1.48868e-09 3.20169e-10 2.59303e-10 2.32848e-10 2.54085e-10 2.0944e-10 4.42274e-10 4.38357e-10 4.85534e-10 8.56902e-10 6.29661e-10 4.48386e-10 3.74271e-10 3.09492e-10 3.06013e-10
threshold=0.31278000000000006 -0.089544999999999986 -0.24369999999999997 0.13628000000000004 -0.092484999999999984 -0.086284999999999987 -0.39489999999999997 -0.099939999999999987 -0.063924999999999996 0.087555000000000008 -0.043079999999999993 -0.07965499999999999 1.0000000180025095e-35 -0.083284999999999984 0.091580000000000009 -0.082199999999999981 -0.1075 0.015440000000000001 0.081585000000000019 -0.088234999999999994 0.099930000000000005 0.11249000000000002 -0.013199999999999998 0.083715000000000026 -0.055119999999999995 -0.07533999999999999 0.08493500000000001 0.085700000000000012 -0.029804999999999995 0.092875000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -4 -8 9 -9 -7 -12 13 14 16 -15 -10 18 20 -20 22 -22 28 25 26 -24 -25 -28 29 -14
right_child=-2 2 6 -5 5 10 7 8 12 -11 11 -13 17 15 -16 -17 -18 -19 19 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-3.480053514692827e-07 1.6957334905566227e-07 -7.4043396267597929e-07 2.221474831003434e-07 6.4617909117714595e-07 3.9622341007760131e-07 1.3107626733428681e-07 -2.3572494207903884e-07 -2.8673400831458198e-08 9.4724723465056118e-08 3.3600064961833799e-07 -2.2600847002381259e-07 2.4173135670935156e-08 -8.4132138887986632e-08 -8.5736036965045075e-07 1.0544319375268193e-06 1.0538480544074803e-08 -3.4920542731673312e-07 3.0341203315723912e-07 2.371434378867221e-07 -7.5021910687796245e-08 4.2754383766663295e-07 -1.0236997541015727e-07 -7.463654576156387e-07 3.4409122956649952e-07 -6.9804138217391271e-07 -1.4237556783314176e-07 -4.9313936983708123e-07 -4.0131105093257653e-08 2.7108212940709982e-07 8.0052360283559979e-08
leaf_weight=28 21 20 25 20 21 21 22 32 32 23 22 20 299 20 24 1671 33 24 64 44 28 36 28 28 21 45 20 207 39 183
leaf_count=28 21 20 25 20 21 21 22 32 32 23 22 20 299 20 24 1671 33 24 64 44 28 36 28 28 21 45 20 207 39 183
internal_value=0 -1.15458e-09 -4.49568e-09 7.39697e-08 -2.82105e-08 7.83877e-08 4.97114e-10 -1.39863e-09 3.78405e-10 1.23827e-07 -2.75575e-08 -1.06874e-07 -2.00728e-09 9.70583e-09 1.88919e-07 2.73562e-10 -1.30655e-07 -2.15657e-08 -2.90508e-08 1.09965e-07 -4.51255e-08 1.29467e-07 -5.79691e-08 -1.44697e-07 -8.40371e-08 -3.74043e-07 -3.3472e-08 -8.00437e-08 1.27208e-10 -2.17965e-08
internal_weight=0 3100 2968 132 112 84 2948 2923 2901 55 63 42 2846 1780 89 1691 65 1066 1042 108 934 64 870 349 276 73 255 227 521 482
internal_count=3121 3100 2968 132 112 84 2948 2923 2901 55 63 42 2846 1780 89 1691 65 1066 1042 108 934 64 870 349 276 73 255 227 521 482
is_linear=0
shrinkage=0.1


Tree=9526
num_leaves=31
num_cat=0
split_feature=1203 1213 1211 1200 128 128 132 1 1211 393 1204 15 128 1185 128 128 3 128 400 129 4 16 402 401 131 482 483 42 483 42
split_gain=5.97432e-11 8.16066e-11 9.91402e-11 7.43044e-11 9.46529e-11 1.95639e-10 8.77924e-11 2.0751e-09 1.56639e-09 3.84641e-10 2.19767e-10 2.20174e-10 9.373e-11 3.05106e-10 2.0648e-10 1.36542e-10 3.89679e-10 2.04338e-10 1.69659e-10 1.75959e-10 5.77246e-10 2.1453e-10 1.22005e-10 1.18521e-10 8.26379e-11 1.70614e-10 1.80137e-10 3.29191e-10 1.09251e-10 1.64719e-10
threshold=0.10970500000000001 0.51049000000000011 0.12248500000000002 0.088675000000000018 0.11170500000000001 0.11876500000000001 -0.083284999999999984 0.089475000000000013 0.11048500000000001 0.10483000000000002 -0.0076699999999999989 0.085550000000000015 0.10692000000000002 0.090595000000000009 0.10318000000000001 0.090375000000000025 -0.089819999999999983 0.085955000000000018 -0.39724499999999996 0.092135000000000009 -0.077999999999999986 -0.074929999999999983 -0.45015499999999992 -1.0000000180025095e-35 0.11863000000000001 0.12191 0.11494000000000001 0.093655000000000002 0.10083000000000002 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 9 10 -1 11 -8 13 14 15 17 -17 18 -12 22 -21 -22 -20 -24 25 26 28 -28 -25 -30
right_child=-2 -3 -4 -5 5 -7 8 -9 -10 -11 12 -13 -14 -15 -16 16 -18 -19 19 20 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-5.0115647271726439e-09 1.7227813557951778e-07 1.7883067675938948e-07 -2.0090225140734221e-07 1.7431188406765348e-07 -3.7276782796609388e-07 5.8153766429150454e-09 1.926005364794037e-08 8.7921422654609932e-07 -7.623729272962818e-07 -4.4458472604239195e-07 -2.8443136042845994e-07 4.5848048909560714e-07 2.0490573417413831e-07 -3.8201787729365473e-07 3.2075150670607398e-07 -4.1136917603117652e-07 1.5848399194900205e-07 2.9179013315191091e-07 -2.2304842988774002e-07 6.1013981735413834e-07 2.0409273872701304e-07 -2.3936248988813228e-07 2.3553469848788416e-07 -3.1882038481931065e-09 -1.8393046229903123e-07 2.7602725884373118e-07 2.2910056524475902e-08 -4.9331453570154e-07 -1.763845721332776e-09 3.3644932126245903e-07
leaf_weight=148 20 25 25 24 21 39 25 27 27 23 21 21 22 21 20 28 21 24 25 20 20 24 21 2271 25 22 30 21 36 24
leaf_count=148 20 25 25 24 21 39 25 27 27 23 21 21 22 21 20 28 21 24 25 20 20 24 21 2271 25 22 30 21 36 24
internal_value=0 -1.11232e-09 -2.57479e-09 -9.49689e-10 -2.33928e-09 -1.26689e-07 1.75375e-10 6.45032e-08 -4.42444e-09 -6.41354e-08 3.03894e-09 2.19774e-07 -6.59054e-10 -2.35031e-09 6.54972e-10 -1.77645e-09 -1.67146e-07 1.35944e-09 -1.36335e-09 9.77896e-10 1.64687e-07 -3.77919e-08 -3.25538e-09 -1.0126e-09 -3.05767e-09 -1.17672e-09 -3.73696e-09 -1.89653e-07 3.30705e-10 1.33521e-07
internal_weight=0 3101 3076 3051 3027 60 2967 198 2769 171 2742 46 2696 2674 2653 2633 49 2584 2560 2539 64 44 2475 2450 2429 2404 2382 51 2331 60
internal_count=3121 3101 3076 3051 3027 60 2967 198 2769 171 2742 46 2696 2674 2653 2633 49 2584 2560 2539 64 44 2475 2450 2429 2404 2382 51 2331 60
is_linear=0
shrinkage=0.1


Tree=9527
num_leaves=31
num_cat=0
split_feature=402 15 1210 4 1455 15 1455 480 13 481 2 13 481 1456 1456 50 132 130 50 16 16 1210 12 3 3 12 2 2 159 43
split_gain=6.77329e-11 1.99449e-10 1.45846e-10 6.52838e-11 6.1965e-11 3.53585e-10 1.49173e-10 8.2269e-11 2.00371e-10 1.11276e-10 7.33467e-10 6.4424e-10 2.65484e-10 2.25042e-10 1.34908e-10 1.2078e-10 7.2896e-10 1.52716e-09 3.72933e-10 2.9407e-10 3.81973e-10 5.90752e-10 5.76208e-10 2.46959e-10 4.50713e-10 1.95225e-10 1.84376e-10 5.1997e-10 2.96433e-10 2.54946e-10
threshold=-0.45454999999999995 0.095175000000000023 0.26755500000000004 -0.080924999999999983 -0.097209999999999977 0.088495000000000018 -0.089344999999999994 -0.080264999999999989 -0.084419999999999981 -0.087424999999999989 0.086330000000000004 -0.081224999999999978 -0.085629999999999984 -0.15308499999999997 -0.086074999999999985 0.083090000000000011 -0.083284999999999984 0.0029050000000000005 0.087525000000000006 -0.088704999999999992 -0.080954999999999985 -0.061049999999999993 0.090345000000000023 -0.070099999999999982 -0.077774999999999983 0.087445000000000009 0.10402500000000002 0.088475000000000012 -0.087844999999999993 -0.081374999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -2 -6 8 -8 10 -9 -12 -11 -14 -15 -16 -17 18 -18 23 22 -22 -21 24 25 -20 27 29 -28 -23
right_child=2 -3 -4 -5 6 -7 7 9 -10 12 11 -13 13 14 15 16 17 -19 19 20 21 26 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=7.0921679302671241e-08 1.1328175641470546e-07 2.7259740533355295e-07 -2.6492399997767366e-07 -1.8458519946307205e-07 2.4485023033093965e-07 -3.6348318336162529e-07 -9.361427910903331e-08 -4.5286930099308621e-07 2.8422751288115225e-07 3.2490307998500615e-07 -2.0200144441016322e-07 5.7402991984645277e-07 -2.409557841732434e-07 2.5344914117483987e-07 -1.0643021779530984e-08 5.0583864517061985e-07 4.5600813068217997e-07 -7.8175358907465713e-07 -2.8153850635703751e-07 2.8941851308690488e-08 -4.7472370128042761e-07 -1.2976781185211877e-07 7.3321653503842848e-07 1.3713614192864852e-07 -5.931577835450629e-07 1.3067278740874355e-07 -3.3319037595447301e-07 4.5492546944795977e-07 1.0370056485715218e-07 1.5921681749809914e-07
leaf_weight=20 35 34 21 20 25 28 25 36 32 25 23 20 39 21 2246 32 22 23 20 26 21 53 21 27 22 27 25 39 41 72
leaf_count=20 35 34 21 20 25 28 25 36 32 25 23 20 39 21 2246 32 22 23 20 26 21 53 21 27 22 27 25 39 41 72
internal_value=0 9.45276e-08 -2.29899e-09 -5.68318e-08 -4.7641e-10 -9.86138e-08 1.61021e-09 -4.59566e-10 1.18507e-07 -2.8133e-09 -1.19857e-07 1.58943e-07 4.86653e-10 -2.43391e-09 9.63586e-10 -9.87903e-10 4.50533e-08 1.14653e-08 5.53211e-08 3.29477e-08 8.19826e-08 3.29911e-08 3.43618e-07 -1.19265e-07 -2.19595e-07 -4.47363e-08 7.93477e-08 1.36146e-07 -6.17884e-08 3.66873e-08
internal_weight=0 74 3047 40 3026 63 2963 2938 57 2881 79 43 2802 2777 2738 2717 471 439 416 394 298 251 47 96 69 47 230 164 66 125
internal_count=3121 74 3047 40 3026 63 2963 2938 57 2881 79 43 2802 2777 2738 2717 471 439 416 394 298 251 47 96 69 47 230 164 66 125
is_linear=0
shrinkage=0.1


Tree=9528
num_leaves=31
num_cat=0
split_feature=132 399 1203 4 0 132 2 15 1210 1213 15 1210 43 393 1 390 1208 1208 1185 130 1 10 33 1 1 1447 1 1 0 4
split_gain=8.06272e-11 2.84032e-10 2.38243e-10 9.87626e-11 7.4795e-11 1.60285e-10 1.23023e-10 1.17946e-10 7.30232e-11 6.73315e-10 1.07791e-09 1.01183e-10 7.23334e-11 6.85746e-11 2.5287e-10 7.50057e-11 6.81765e-11 1.05518e-10 6.74398e-11 1.56693e-10 6.1946e-11 1.37412e-09 7.3536e-10 7.72632e-10 3.83246e-10 3.09197e-10 2.77064e-10 3.39925e-10 3.36444e-10 3.70476e-10
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.11275500000000001 -0.09515499999999999 -0.44750499999999993 0.084145000000000011 0.085315000000000016 -0.13847499999999999 -0.083944999999999978 0.089740000000000014 -0.090569999999999998 -0.0082299999999999995 0.088255000000000014 0.088975000000000012 0.087590000000000015 0.11846000000000001 0.10480500000000002 0.085905000000000009 -0.0087849999999999977 0.09253500000000002 -0.0082499999999999987 -1.0000000180025095e-35 0.093100000000000002 0.094090000000000021 0.059120000000000013 0.090540000000000023 0.089935000000000015 -0.080119999999999983 -0.0082299999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 -1 -6 -7 12 9 -2 -11 -10 -8 15 -15 16 17 18 20 -20 21 -13 -22 -24 -25 26 27 -23 29 -28
right_child=1 -3 -4 -5 5 6 7 -9 11 10 -12 13 -14 14 -16 -17 -18 -19 19 -21 22 25 23 24 -26 -27 28 -29 -30 -31
leaf_value=1.5065928588496393e-07 5.856768831336013e-07 2.7597767170487047e-07 -3.8772383600615965e-07 -2.1543463176361877e-07 -2.9066549743106409e-07 -1.3543796117837224e-07 1.4498672840090876e-07 2.5373228459207662e-07 -2.1521233380445379e-07 -6.2588575866178485e-07 3.8731662600964362e-07 -8.3693011191598995e-07 -8.3985678817516858e-08 6.7954983270131691e-08 -3.6398320707598451e-07 1.4778953495156852e-07 1.7576741490963536e-07 -2.2982579992003593e-07 -6.125749803231883e-08 2.9279683474214838e-07 6.0420821842485789e-07 -1.2459433389320903e-08 -5.9385875758943301e-07 3.7737633582655063e-07 7.7823559527588938e-09 2.9102681375141925e-07 7.1340498664085314e-08 -3.9177130387220887e-07 -5.9354083936646876e-08 6.8000828107983584e-07
leaf_weight=28 20 38 20 24 20 38 22 27 22 21 21 20 37 33 23 35 22 20 25 25 21 1516 21 29 862 35 20 24 32 20
leaf_count=28 20 38 20 24 20 38 22 27 22 21 21 20 37 33 23 35 22 20 25 25 21 1516 21 29 862 35 20 24 32 20
internal_value=0 4.37593e-09 -5.89509e-08 -2.54026e-08 1.11347e-09 -2.79649e-08 1.44062e-08 8.06164e-08 7.76042e-10 1.08122e-07 -1.19285e-07 -1.59668e-09 1.39386e-09 9.1986e-11 -1.09448e-07 2.34144e-09 4.50395e-10 -9.94165e-10 7.32866e-10 1.1577e-07 -1.47938e-09 -1.3027e-08 1.91529e-08 5.68122e-09 1.98118e-08 -3.02212e-09 -9.40656e-09 -1.83708e-08 1.82328e-07 3.75674e-07
internal_weight=0 2905 216 196 172 144 124 86 2867 62 42 2805 59 2783 56 2727 2692 2670 2650 50 2600 1667 933 912 891 1647 1612 1540 72 40
internal_count=3121 2905 216 196 172 144 124 86 2867 62 42 2805 59 2783 56 2727 2692 2670 2650 50 2600 1667 933 912 891 1647 1612 1540 72 40
is_linear=0
shrinkage=0.1


Tree=9529
num_leaves=31
num_cat=0
split_feature=1209 401 1210 132 393 15 1186 132 4 2 130 12 131 12 131 2 129 42 43 13 131 3 480 2 13 131 13 3 130 15
split_gain=6.78828e-11 9.30888e-11 1.98361e-10 7.32128e-11 2.56488e-10 1.71172e-10 1.44186e-10 8.57376e-11 8.18985e-11 1.814e-10 1.76973e-10 7.69653e-11 7.14331e-11 1.75826e-10 6.30277e-10 2.07033e-10 1.66856e-10 2.37808e-10 1.76296e-10 2.99102e-10 1.54482e-10 9.48427e-10 3.43809e-10 1.11122e-09 2.23985e-10 2.13775e-10 1.8095e-10 1.51038e-10 1.27028e-10 1.16086e-10
threshold=-0.14444499999999996 0.13767000000000004 -0.38516499999999992 -0.083174999999999985 0.12069000000000002 0.092400000000000024 0.049580000000000006 -0.085749999999999979 0.11275500000000001 0.089725000000000013 0.087380000000000013 0.090165000000000009 0.097570000000000004 0.087445000000000009 0.10194500000000002 0.11389000000000002 0.080675000000000011 0.096450000000000022 -0.072534999999999988 -0.023499999999999997 0.09055500000000001 -0.069009999999999974 0.11191000000000002 0.095545000000000005 -0.076599999999999988 0.089915000000000009 -0.082199999999999981 -0.090809999999999988 0.087445000000000009 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 12 6 7 8 9 10 11 -4 20 15 -15 27 17 18 28 -20 22 24 25 -24 26 -5 -22 -14 -16 -26
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 -12 -13 13 14 16 -17 -18 -19 19 -21 21 -23 23 -25 29 -27 -28 -29 -30 -31
leaf_value=1.8364673735504768e-07 2.8658548224906135e-07 -2.1622294447354309e-07 7.0076112951048111e-08 -7.9066313469722196e-09 3.5043389860198833e-07 -3.2243490637866176e-07 -2.7570386821805314e-07 1.7305865821981571e-07 -2.1535324993493534e-07 1.7279827820478508e-07 -3.4131085627109317e-07 -1.6096877694898077e-07 -8.295886715359302e-09 6.3489635344637922e-07 -1.393898894548329e-07 1.5387106818328297e-07 -1.8827139666865589e-07 -2.1730399155439089e-07 5.7159664568947239e-07 7.6048263900733666e-08 -1.3946982591050984e-09 -6.5046283562144089e-07 8.2571282277399406e-07 -1.93477211125711e-07 -2.8471087372985325e-07 2.7001526612074096e-07 4.2398760655260051e-07 -3.8038652755053217e-07 1.942276782412613e-07 1.6048722334909887e-08
leaf_weight=20 24 20 46 2396 21 22 21 25 20 42 20 21 20 20 25 24 27 21 21 29 20 26 20 23 21 28 20 24 21 33
leaf_count=20 24 20 46 2396 21 22 21 25 20 42 20 21 20 20 25 24 27 21 21 29 20 26 20 23 21 28 20 24 21 33
internal_value=0 -1.17832e-09 2.17623e-10 -2.0306e-09 2.24716e-09 -5.8016e-08 -2.81842e-08 1.6889e-09 -2.70644e-08 2.12765e-09 -8.02651e-08 -2.34094e-09 -3.46643e-10 5.28099e-08 1.08867e-07 -8.23866e-08 3.58073e-08 8.75178e-08 1.54198e-07 2.84179e-07 -5.11367e-09 -1.15912e-07 2.75808e-10 2.80565e-07 3.19419e-08 -4.69631e-09 2.11296e-07 -2.11254e-07 1.29138e-08 -1.00913e-07
internal_weight=0 3101 3081 3057 2840 217 195 174 149 129 87 67 2819 232 164 68 144 117 96 50 2587 120 2467 43 94 2424 40 44 46 54
internal_count=3121 3101 3081 3057 2840 217 195 174 149 129 87 67 2819 232 164 68 144 117 96 50 2587 120 2467 43 94 2424 40 44 46 54
is_linear=0
shrinkage=0.1


Tree=9530
num_leaves=31
num_cat=0
split_feature=1453 1447 1447 4 484 133 1447 131 131 480 15 131 128 1212 1203 2 1446 1446 42 12 160 160 160 45 11 131 131 49 1428 471
split_gain=6.56749e-11 7.98424e-11 1.05084e-09 8.83201e-10 3.58698e-10 3.33773e-10 2.11818e-10 7.94751e-11 9.21715e-10 5.09187e-10 1.97306e-10 1.49719e-10 1.14604e-10 1.71986e-10 2.28581e-10 1.06889e-10 1.00948e-10 1.25333e-10 1.41831e-10 2.60584e-10 1.34672e-10 1.583e-10 2.43566e-10 1.27134e-10 4.54017e-10 1.13692e-10 1.43796e-10 2.92735e-10 1.42694e-10 1.34895e-10
threshold=-0.087504999999999986 -0.086279999999999982 -0.085684999999999997 -0.085594999999999991 -0.081614999999999979 0.084415000000000018 -0.084549999999999986 0.091360000000000011 0.090445000000000011 0.11303500000000001 0.11728000000000001 0.092620000000000022 0.088865000000000013 0.087505000000000013 1.0000000180025095e-35 0.13247500000000004 0.11655500000000001 0.091725000000000015 0.086135000000000003 0.089300000000000004 -0.53908999999999996 -0.4909099999999999 -0.42113499999999993 0.094030000000000016 -0.014494999999999999 0.089915000000000009 0.082750000000000004 -0.004729999999999999 -0.020064999999999996 0.093375000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6 -4 8 9 16 11 -9 13 14 15 -13 17 20 -19 -20 -8 -22 -23 24 -24 26 28 -28 -26 -30
right_child=1 2 6 4 5 -7 7 10 -10 -11 -12 12 -14 -15 -16 -17 -18 18 19 -21 21 22 23 -25 25 -27 27 -29 29 -31
leaf_value=-1.3243108752077034e-07 -6.8037967508871595e-07 7.2694959207808552e-07 -2.9622455155475791e-07 3.3585284294683034e-07 1.1353980526031403e-07 -4.1747834131911079e-07 -2.1518322588084023e-07 2.5760823923257286e-07 -6.8021488942804352e-07 4.4158120401286509e-07 3.3670247768084622e-07 -3.9304178488674724e-08 2.0823193420500713e-07 -2.1200990161289797e-07 3.4329159284141045e-07 1.5598393151673342e-07 -1.8256521187712709e-07 3.5795064974308848e-07 -1.9575662928717895e-07 2.9146467365340609e-07 1.952841778773973e-07 -3.0395605592645924e-07 4.749707871098963e-07 -2.2179185104566669e-07 -2.391048649315053e-07 2.3384388441627383e-07 6.6844927680410278e-08 -3.7871215605870629e-07 -1.2714214057986972e-09 2.5339287368470174e-07
leaf_weight=37 20 20 24 30 29 20 30 26 20 26 22 186 26 37 20 33 31 20 23 21 40 27 20 26 25 20 29 30 2182 21
leaf_count=37 20 20 24 30 29 20 30 26 20 26 22 186 26 37 20 33 31 20 23 21 40 27 20 26 25 20 29 30 2182 21
internal_value=0 1.59478e-09 4.52503e-09 -8.67568e-08 6.35275e-08 -1.03202e-07 -3.47988e-10 2.06651e-09 -3.97532e-09 1.2852e-09 4.67933e-08 2.73482e-08 7.52446e-09 -1.13828e-08 1.96767e-08 -9.8772e-09 -3.21291e-09 -1.00133e-09 1.37146e-07 3.67808e-08 -4.61009e-09 -1.99968e-09 -5.31537e-09 -1.88855e-09 5.68465e-10 -3.54426e-09 -5.62023e-09 -1.5971e-07 -1.53977e-09 1.15615e-09
internal_weight=0 3084 2985 99 79 49 2965 2941 2591 2571 350 328 302 276 239 219 2545 2514 64 44 2450 2420 2380 2353 2327 2307 2287 59 2228 2203
internal_count=3121 3084 2985 99 79 49 2965 2941 2591 2571 350 328 302 276 239 219 2545 2514 64 44 2450 2420 2380 2353 2327 2307 2287 59 2228 2203
is_linear=0
shrinkage=0.1


Tree=9531
num_leaves=31
num_cat=0
split_feature=480 1444 1455 15 1455 1 1 1 1 480 2 481 150 160 151 475 474 3 2 4 0 0 0 52 0 3 0 52 1455 50
split_gain=7.28557e-11 6.88889e-11 7.18914e-11 3.49047e-10 1.25771e-10 7.92494e-11 1.75885e-09 9.68242e-10 1.07534e-09 5.73224e-10 3.771e-10 1.68691e-10 1.6559e-10 8.33701e-10 2.22556e-10 1.66532e-10 2.46042e-10 1.99589e-10 3.53049e-10 2.31859e-10 9.36025e-10 1.82803e-10 1.17465e-09 5.18401e-10 7.54773e-10 7.14497e-10 5.85986e-10 5.96697e-10 3.36776e-10 4.36753e-10
threshold=0.11747 -0.086279999999999982 -0.097209999999999977 0.088495000000000018 -0.089344999999999994 0.092845000000000025 0.093575000000000019 0.09202500000000001 0.091535000000000019 0.10892500000000001 -0.0091949999999999983 -0.070419999999999996 0.10699000000000002 -0.085764999999999994 0.095500000000000015 0.05680000000000001 -0.10891999999999999 0.092670000000000016 0.090935000000000016 -0.50690499999999983 0.11070500000000001 -0.067094999999999988 -0.068944999999999992 0.10263500000000002 -0.063634999999999983 -0.065229999999999996 -0.055064999999999996 0.016565000000000003 0.10752500000000002 -0.23452499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 7 -7 8 9 10 -6 -8 14 -14 15 16 -12 19 -19 20 -18 22 28 24 -23 -25 -26 -28 29 -21
right_child=-2 2 4 -5 5 6 11 -9 -10 -11 12 -13 13 -15 -16 -17 17 18 -20 21 -22 23 -24 25 26 -27 27 -29 -30 -31
leaf_value=1.7788218051671061e-07 -1.5011001570641726e-07 9.5753751208706372e-08 2.2581671512966752e-07 -3.9347704159808929e-07 4.0790636346529308e-07 -8.5073479101538409e-07 2.4078775665411663e-07 5.758122650926604e-07 -7.0836868192578728e-07 5.3069919523468774e-07 3.5521633861890223e-07 -8.3518249285079209e-09 2.624463667595072e-07 -4.5275977862356504e-07 3.1529572972960092e-07 -2.1696868542331981e-07 -6.985641779134643e-07 4.3254857875408879e-07 -5.2866368429891412e-08 4.5953466173473539e-07 1.9579348770548676e-07 7.5000837114203027e-07 -7.7046059459462408e-07 -5.8741765146385711e-07 -3.29997069457022e-07 1.7105420784833701e-07 7.6234593791256701e-08 6.9865522220879941e-07 -4.063626869310611e-07 1.1491099381164353e-10
leaf_weight=22 32 35 25 25 23 25 28 30 21 21 20 925 28 39 23 34 22 29 31 21 25 21 20 23 25 27 67 20 20 1414
leaf_count=22 32 35 25 25 23 25 28 30 21 21 20 925 28 39 23 34 22 29 31 21 25 21 20 23 25 27 67 20 20 1414
internal_value=0 1.55824e-09 2.93443e-10 -1.08092e-07 2.45611e-09 5.8354e-10 -2.27523e-08 1.1972e-08 3.40299e-09 1.10564e-08 5.40816e-09 -1.03188e-09 5.58781e-10 -1.53868e-07 6.17581e-09 2.2672e-09 6.44313e-09 2.49102e-09 1.81751e-07 -3.81724e-09 -2.22842e-07 2.39154e-09 -9.30424e-09 9.66608e-08 1.99858e-07 -1.77843e-07 9.67044e-08 2.1932e-07 1.15839e-09 6.83813e-09
internal_weight=0 3089 3067 60 3007 2982 978 2004 1974 1953 1932 953 1909 67 1842 1819 1785 1765 60 1705 47 1658 1475 183 133 50 112 87 1455 1435
internal_count=3121 3089 3067 60 3007 2982 978 2004 1974 1953 1932 953 1909 67 1842 1819 1785 1765 60 1705 47 1658 1475 183 133 50 112 87 1455 1435
is_linear=0
shrinkage=0.1


Tree=9532
num_leaves=31
num_cat=0
split_feature=480 2 131 131 16 159 52 4 130 42 1212 4 43 1 0 1373 150 1373 457 0 0 1 42 0 13 0 12 16 13 1213
split_gain=7.88021e-11 9.81399e-10 9.21634e-11 3.5488e-10 4.04046e-10 1.38756e-10 1.27035e-10 1.25818e-10 1.04784e-10 4.47428e-10 2.74554e-10 1.33954e-10 1.51696e-10 2.44087e-10 1.15963e-10 8.86906e-11 3.97738e-10 2.71853e-10 1.96263e-10 9.84675e-11 4.49464e-10 2.02527e-09 2.03476e-09 3.6291e-10 3.86679e-10 2.8851e-10 3.23423e-10 2.70231e-10 2.30088e-10 5.23385e-10
threshold=0.11144000000000001 0.092875000000000013 0.089915000000000009 0.091440000000000007 -0.014754999999999999 -0.44792999999999994 0.2800700000000001 0.51388000000000011 0.08610000000000001 -0.088934999999999986 0.087295000000000011 -0.014149999999999998 -0.078139999999999973 0.11751000000000002 -0.08095999999999999 0.085550000000000015 0.090480000000000019 1.0000000180025095e-35 0.31508000000000008 -0.10151999999999999 -0.11173999999999999 0.092695000000000013 0.089015000000000025 -0.097024999999999986 -0.088464999999999988 -0.11991499999999998 0.087995000000000004 -0.101115 -0.088319999999999996 -0.087969999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 15 4 -4 -5 7 8 10 -10 11 14 -13 -14 -7 17 -17 18 19 20 25 22 -22 24 -21 -1 -27 -26 29 -25
right_child=1 -3 3 5 -6 6 -8 -9 9 -11 -12 12 13 -15 -16 16 -18 -19 -20 23 21 -23 -24 28 27 26 -28 -29 -30 -31
leaf_value=2.5528287579284758e-08 -6.5978028245473034e-07 2.0041965239019848e-07 6.466139824823358e-07 2.4532458740011977e-07 4.3586912653381658e-08 -2.4092291397437296e-07 -2.2042043531200763e-07 -2.0064468290570405e-07 -4.5397329564539614e-07 1.2684181874710198e-07 3.1339564666391323e-07 -6.8445506358145671e-08 3.4631232255689705e-07 -5.6016354392340874e-08 7.8076846824293371e-09 -3.9306973383822369e-07 1.8719692205660892e-07 3.2614986221801704e-07 -2.6851432011198995e-07 -5.4561549495701911e-07 -8.191541914347118e-07 9.2035688172229822e-07 4.7207768904929008e-07 -1.631881415006767e-07 1.1272686356622934e-07 3.3868959121718948e-09 -5.2894784273251255e-07 -3.2314056261384398e-07 -1.7242885975141619e-08 1.572633778502577e-07
leaf_weight=380 21 36 20 24 25 29 25 25 21 36 37 37 38 25 53 27 21 25 28 25 23 29 26 67 33 25 21 25 1701 213
leaf_count=380 21 36 20 24 25 29 25 25 21 36 37 37 38 25 53 27 21 25 28 25 23 29 26 67 33 25 21 25 1701 213
internal_value=0 -1.16496e-07 2.172e-09 4.72548e-08 3.11599e-07 1.32677e-08 -3.81627e-09 1.41741e-08 3.36323e-08 -8.71427e-08 6.50669e-08 1.45825e-08 9.22698e-08 1.86658e-07 -8.0158e-08 -4.50005e-09 -1.39203e-07 -2.03315e-09 -5.19362e-09 -2.32252e-09 3.73042e-08 2.57998e-07 -1.34011e-07 -1.19988e-08 -2.16854e-07 -3.10442e-09 -2.39635e-07 -7.5147e-08 -3.41578e-09 8.05839e-08
internal_weight=0 57 3064 395 45 350 326 301 276 57 219 182 100 63 82 2669 48 2621 2596 2568 504 78 49 2064 83 426 46 58 1981 280
internal_count=3121 57 3064 395 45 350 326 301 276 57 219 182 100 63 82 2669 48 2621 2596 2568 504 78 49 2064 83 426 46 58 1981 280
is_linear=0
shrinkage=0.1


Tree=9533
num_leaves=31
num_cat=0
split_feature=483 12 482 16 16 1456 1447 480 2 1447 1453 50 1455 457 16 457 50 133 1375 150 160 151 2 2 2 4 474 159 3 12
split_gain=6.56406e-11 3.6593e-10 1.57671e-10 7.28004e-11 3.08734e-10 2.34834e-10 2.06924e-10 4.09821e-10 9.03851e-10 5.5832e-10 2.0634e-10 3.60628e-10 2.86127e-10 2.0193e-10 2.88758e-10 3.44263e-10 1.69046e-10 1.90179e-10 8.33832e-10 6.38292e-10 5.19268e-10 3.00597e-10 2.40303e-10 6.06024e-10 5.49857e-10 3.09204e-10 3.61184e-10 5.88802e-10 2.4373e-10 4.30795e-10
threshold=0.12236500000000002 0.094435000000000005 0.11524000000000002 -0.014754999999999999 -0.016164999999999995 -0.089834999999999984 -0.086359999999999978 0.086995000000000017 0.084755000000000011 -0.083449999999999983 -0.077764999999999987 -0.46943999999999991 -1.0000000180025095e-35 -0.081909999999999997 -0.0073349999999999986 -0.088349999999999984 0.086295000000000011 0.08622500000000001 -0.15308499999999997 0.10874500000000002 -0.085024999999999989 -0.10959499999999998 0.10613000000000002 0.10803500000000001 0.10444500000000002 -0.50940999999999981 0.091650000000000009 0.10395500000000001 -0.014944999999999998 0.08486500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 -7 9 -9 -8 -11 -12 -13 14 -14 -16 17 19 -19 21 -20 -15 24 -24 25 -23 27 28 29 -27
right_child=1 -3 -4 5 -6 6 7 8 -10 10 11 12 13 16 15 -17 -18 18 20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=7.4795415496246586e-09 -3.6758925620209282e-07 1.2742829955669776e-07 2.5214139176910067e-07 -2.710556773798266e-07 3.6127038640643153e-07 2.5205536629833847e-07 5.1844573263792885e-07 -8.2032050926272863e-07 3.1629988508498312e-08 2.8113510493115069e-07 -4.318433877328755e-07 -3.8742682988868188e-07 -4.7456924153807672e-07 -2.9540029712947097e-07 1.9878305437259769e-07 -2.6927316153804979e-07 2.2419578280213113e-07 -6.9569411685677108e-07 4.2850742832703635e-07 5.3375897814215524e-07 -7.6572762451418497e-08 -3.0766166550696049e-07 -5.3722427963975859e-07 3.7932960012712799e-10 5.3347816925490108e-07 3.5607720985808555e-07 -2.6699704901507934e-07 4.7639064762152986e-07 -1.1471383678391638e-07 1.6276114470402797e-08
leaf_weight=1844 28 32 25 36 25 29 20 20 33 23 21 20 21 31 30 33 35 20 23 24 177 24 24 166 24 50 30 36 70 147
leaf_count=1844 28 32 25 36 25 29 20 20 33 23 21 20 21 31 30 33 35 20 23 24 177 24 24 166 24 50 30 36 70 147
internal_value=0 -1.0358e-07 2.03519e-09 -2.43098e-11 1.22119e-08 -1.96211e-08 -1.16179e-08 -1.85567e-08 -2.89861e-07 -4.84921e-09 -1.50201e-08 -2.17911e-08 -1.30489e-08 -5.28973e-09 -1.53434e-07 -4.63892e-08 8.83528e-09 -7.4432e-11 -8.00527e-08 2.80329e-08 -1.84885e-08 7.87111e-09 2.43359e-08 -6.75285e-08 7.01476e-08 3.89993e-08 6.39839e-08 9.67543e-08 4.55673e-08 1.0252e-07
internal_weight=0 60 3061 3036 1869 1167 1131 1102 53 1049 1029 1006 985 965 84 63 881 846 220 626 200 602 571 190 381 357 333 303 267 197
internal_count=3121 60 3061 3036 1869 1167 1131 1102 53 1049 1029 1006 985 965 84 63 881 846 220 626 200 602 571 190 381 357 333 303 267 197
is_linear=0
shrinkage=0.1


Tree=9534
num_leaves=31
num_cat=0
split_feature=480 2 1446 483 483 482 484 1456 1456 1 159 481 43 4 1455 1447 481 1446 403 482 52 3 39 42 49 159 1456 13 48 160
split_gain=6.28565e-11 7.70045e-10 7.73939e-11 6.56267e-11 1.50644e-10 1.2819e-10 8.70666e-11 1.13347e-10 1.6224e-10 3.40619e-10 8.01703e-10 9.99374e-10 5.34634e-10 3.90578e-10 2.83937e-10 1.22262e-10 7.01561e-10 5.35402e-10 4.39594e-10 1.26737e-10 3.70615e-10 2.97441e-10 2.16831e-10 1.23902e-10 2.02006e-10 1.15532e-10 1.05309e-10 1.07035e-10 1.13292e-10 2.67623e-10
threshold=0.11089500000000001 0.092875000000000013 -0.073109999999999994 0.13622000000000004 0.12236500000000002 0.11524000000000002 0.23536000000000004 -0.23007499999999997 -0.066614999999999994 0.099400000000000002 -0.025879999999999997 -0.081539999999999987 -0.013024999999999998 -0.012509999999999999 -0.037084999999999993 -0.086279999999999982 -0.086219999999999977 0.085345000000000018 -0.56738999999999995 0.090355000000000005 0.12445000000000002 -0.049509999999999992 0.15619500000000003 -0.23037499999999997 0.096725000000000019 -0.41906499999999997 0.11772000000000001 0.27020000000000005 0.085130000000000025 -0.4136149999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -4 9 10 -9 -12 13 -13 -10 16 -16 -18 -17 22 21 -21 23 24 -20 -25 27 28 -27 -30
right_child=1 -3 3 -5 -6 -7 -8 8 14 -11 11 12 -14 -15 15 18 17 -19 19 20 -22 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=1.9330710127210946e-07 -5.895668524639557e-07 1.6152247734424188e-07 1.8832240475941122e-07 1.8121829047146322e-07 -2.5547303227105423e-07 2.269272613375506e-07 -1.8265811670713761e-07 -6.2528962680154381e-07 3.4002731129589846e-07 2.8087030841561504e-07 5.5011402465602859e-07 3.1772752521419536e-07 -6.1775482229429403e-07 -2.3919711076684161e-07 -5.9332927187163235e-07 4.499429344016128e-07 4.7936862074493541e-07 -2.2808049258717645e-07 3.719860453212159e-07 1.7410142498729094e-07 4.9774922509016058e-07 -2.733361762115768e-07 -3.2285426957487505e-07 -1.9504335651368647e-07 -4.7129158840265441e-08 1.4715488555031587e-08 -1.8700457244354616e-07 -1.8622433133922793e-07 -3.8010599610061038e-07 -2.3154262092325183e-08
leaf_weight=21 21 39 32 20 23 25 26 29 25 20 23 20 22 34 22 22 20 23 23 39 20 24 21 31 23 1927 30 30 22 464
leaf_count=21 21 39 32 20 23 25 26 29 25 20 23 20 22 34 22 22 20 23 23 39 20 24 21 31 23 1927 30 30 22 464
internal_value=0 -1.01359e-07 1.99221e-09 6.7063e-10 -5.25049e-10 1.43151e-09 -4.65327e-10 1.14262e-09 -9.12888e-10 -1.0292e-07 -1.62887e-07 -2.74357e-08 -2.0222e-07 -3.29287e-08 4.54518e-09 1.48533e-09 -1.34027e-07 1.00966e-07 4.77691e-09 1.08676e-09 1.22709e-07 3.64901e-09 -2.8396e-09 -2.04183e-10 1.62428e-07 -3.19184e-09 -7.86911e-10 1.49984e-09 3.83375e-09 -3.93126e-08
internal_weight=0 60 3061 3040 3020 2997 2972 2946 2914 148 128 99 76 54 2766 2741 65 43 2676 2654 83 63 2571 2550 46 2504 2473 2443 2413 486
internal_count=3121 60 3061 3040 3020 2997 2972 2946 2914 148 128 99 76 54 2766 2741 65 43 2676 2654 83 63 2571 2550 46 2504 2473 2443 2413 486
is_linear=0
shrinkage=0.1


Tree=9535
num_leaves=31
num_cat=0
split_feature=1453 46 44 1453 42 50 3 1453 1428 51 152 1447 160 1447 42 3 155 3 12 1 41 41 41 33 9 12 131 131 480 160
split_gain=6.5604e-11 5.92135e-11 1.62298e-10 8.38803e-11 2.5904e-10 1.30594e-10 3.98603e-10 1.00203e-10 9.01568e-11 1.43519e-10 1.19909e-10 1.03074e-10 4.53159e-10 3.0568e-10 1.7512e-10 8.29593e-11 2.03301e-10 1.52642e-10 5.63724e-10 4.45781e-10 9.94116e-11 4.21767e-10 2.78836e-10 1.17673e-10 1.65401e-10 1.5225e-10 1.13261e-10 8.04103e-10 7.7402e-10 2.35813e-10
threshold=-0.087504999999999986 0.084955000000000017 0.10049500000000001 -0.079219999999999985 0.084635000000000016 -0.46943999999999991 -0.078244999999999995 -0.066944999999999991 -0.071779999999999997 -0.43587999999999999 0.087525000000000006 -0.086424999999999988 -0.090764999999999985 -0.08477999999999998 0.087075000000000014 -0.24190499999999995 0.11562500000000002 -0.16726499999999997 0.10149500000000002 0.10293500000000001 0.088520000000000015 0.093890000000000015 0.082095000000000015 -0.009184999999999997 0.088235000000000022 -1.0000000180025095e-35 0.090690000000000007 0.090030000000000013 0.11191000000000002 -0.40957499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -5 -7 -9 -10 11 12 14 -13 -11 16 -15 18 19 -17 22 -22 23 -19 26 -26 27 28 -25 -28
right_child=1 2 -4 5 -6 7 -8 8 9 10 -12 13 -14 15 -16 17 -18 20 -20 -21 21 -23 -24 24 25 -27 29 -29 -30 -31
leaf_value=-1.323521387717306e-07 -9.490248213177952e-08 3.2889699792093551e-07 -4.6947614914979906e-08 1.3406016250883112e-07 3.9087328624581072e-07 -1.9146888003315662e-07 -4.972897362165441e-07 -1.6756799901200326e-07 2.5268446226233293e-07 -3.2034381803214278e-07 -2.4211520527117614e-07 -3.0212612123887772e-07 3.7731652429644987e-07 7.4222685570318324e-09 8.8507694458299249e-08 8.8621875022454348e-08 -3.5521546234530312e-07 -2.2216651447222279e-07 -1.9524903379909842e-07 7.220279022135401e-07 -4.7884747943785753e-07 4.0591733122089074e-08 3.3861633335163793e-07 -6.7210660547232102e-09 1.5142736131679157e-08 3.8311014985869072e-07 3.8134838399898967e-07 -6.0818346386523367e-07 5.8957745068255469e-07 3.4407984840634078e-08
leaf_weight=37 23 20 27 20 21 27 20 31 23 20 20 33 36 52 22 25 22 23 29 20 22 54 25 2067 23 22 21 22 22 292
leaf_count=37 23 20 27 20 21 27 20 31 23 20 20 33 36 52 22 25 22 23 29 20 22 54 25 2067 23 22 21 22 22 292
internal_value=0 1.6013e-09 1.12986e-07 -1.22472e-10 1.36945e-07 -2.1375e-09 -1.81615e-07 2.93621e-10 2.06313e-09 3.87956e-09 1.88704e-09 3.59814e-09 1.1697e-07 4.10312e-10 -1.06184e-07 4.05267e-09 -1.00389e-07 6.95056e-09 1.48566e-07 3.70136e-07 2.90909e-09 -1.09772e-07 6.31146e-09 2.97775e-09 5.07508e-09 1.95038e-07 1.54854e-09 -6.77488e-09 -4.41235e-10 5.76851e-08
internal_weight=0 3084 47 3037 44 2993 40 2953 2926 2895 2872 2852 78 2774 42 2741 74 2667 74 45 2593 76 2517 2492 2469 45 2424 2111 2089 313
internal_count=3121 3084 47 3037 44 2993 40 2953 2926 2895 2872 2852 78 2774 42 2741 74 2667 74 45 2593 76 2517 2492 2469 45 2424 2111 2089 313
is_linear=0
shrinkage=0.1


Tree=9536
num_leaves=31
num_cat=0
split_feature=480 2 131 131 16 1456 484 131 131 43 130 0 4 43 12 4 0 131 1420 1420 1420 156 4 1446 51 1446 1429 16 155 1429
split_gain=7.46051e-11 6.45447e-10 6.22348e-11 3.58267e-10 3.18799e-10 1.09858e-10 1.24534e-10 1.16818e-10 1.40382e-10 1.77535e-10 1.76288e-10 5.42e-10 4.09504e-10 1.18795e-10 2.13532e-10 2.83721e-10 1.8551e-10 1.06779e-10 7.57316e-11 1.04346e-10 1.47908e-10 1.60649e-10 6.71195e-10 1.50716e-10 3.88953e-10 1.53785e-10 1.4793e-10 1.63894e-10 2.06187e-10 1.35207e-10
threshold=0.11089500000000001 0.092875000000000013 0.089915000000000009 0.091440000000000007 -0.014754999999999999 -0.052299999999999992 -0.023814999999999996 0.093130000000000018 0.098515000000000005 -0.076484999999999984 0.08610000000000001 -0.081094999999999987 -0.086849999999999997 -0.03898999999999999 0.094580000000000011 -0.040589999999999994 -0.078904999999999989 0.11000000000000001 -0.085599999999999996 -0.08341999999999998 -0.078304999999999986 -0.065739999999999979 -0.0047449999999999992 0.111445 0.091630000000000003 0.091725000000000015 0.093705000000000024 0.63636000000000015 0.11854500000000001 0.087700000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 18 4 -4 -5 -7 -8 9 -9 12 -12 -10 14 16 -16 17 -14 -1 -20 -21 22 -22 25 -25 26 27 28 29 -23
right_child=1 -3 3 5 -6 6 7 8 10 -11 11 -13 13 -15 15 -17 -18 -19 19 20 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.6130305889798063e-07 -5.5740075321101108e-07 1.3024379501740233e-07 6.0240386886789568e-07 2.070000729190724e-07 6.675582244497491e-08 -2.3484385015199619e-07 -2.0041955190208681e-07 3.1562225537775461e-07 4.6261780727974156e-07 -4.1829137901553776e-08 -5.4744389178619143e-07 1.1583198329390143e-07 8.5273945416020072e-08 1.3606074650615359e-07 -5.0752619167210036e-07 -4.2151986197798882e-09 2.7269693839076828e-07 -2.2661174650396708e-07 2.2602799337079208e-07 -2.4532774079943922e-07 -1.1148995835094067e-07 -5.773378193717079e-09 6.1170390549272095e-07 -4.706353864924535e-07 1.3234598583267144e-07 1.9071835170648673e-07 1.6744424204735341e-07 -2.1409937140130127e-07 2.3273218510884895e-07 -2.2685083637595328e-07
leaf_weight=30 21 39 20 25 25 23 25 33 20 24 22 28 21 37 21 24 23 23 20 25 33 2303 21 23 20 41 49 38 36 28
leaf_count=30 21 39 20 25 25 23 25 33 20 24 22 28 21 37 21 24 23 23 20 25 33 2303 21 23 20 41 49 38 36 28
internal_value=0 -1.10432e-07 2.16446e-09 3.92623e-08 3.04822e-07 5.02112e-09 -1.05637e-08 6.57401e-09 2.53234e-08 1.65116e-07 -1.1061e-08 -1.76009e-07 3.77402e-08 -1.92903e-08 -7.06116e-08 -2.39094e-07 4.25479e-08 -7.77572e-08 -3.31605e-09 -1.5187e-09 -3.25769e-09 -9.22913e-10 1.69752e-07 -4.5543e-09 -1.90179e-07 -1.35515e-09 -4.56421e-09 -8.06874e-09 -4.76111e-09 -8.42896e-09
internal_weight=0 60 3061 394 45 349 324 301 276 57 219 50 169 149 112 45 67 44 2667 2637 2617 2592 54 2538 43 2495 2454 2405 2367 2331
internal_count=3121 60 3061 394 45 349 324 301 276 57 219 50 169 149 112 45 67 44 2667 2637 2617 2592 54 2538 43 2495 2454 2405 2367 2331
is_linear=0
shrinkage=0.1


Tree=9537
num_leaves=31
num_cat=0
split_feature=400 131 1204 399 12 132 43 393 50 16 376 376 34 2 33 1210 2 151 1429 150 447 34 11 9 15 44 158 474 474 14
split_gain=6.19854e-11 8.03705e-11 9.55123e-11 9.29796e-11 2.23895e-10 1.90049e-10 2.84762e-09 1.76995e-09 2.81814e-10 1.77181e-10 9.33948e-11 1.00273e-10 1.7535e-10 1.32106e-10 1.14155e-10 8.77886e-11 5.72226e-10 8.55382e-11 2.52995e-10 8.54347e-10 1.49952e-10 8.52512e-11 2.72271e-10 8.90631e-11 1.10469e-09 1.02342e-10 3.19724e-10 1.00033e-10 5.84855e-10 3.02937e-10
threshold=-0.40134499999999995 0.13767000000000004 0.053645000000000005 0.091895000000000018 0.09474500000000001 -0.083284999999999984 -0.011694999999999999 0.10992000000000002 0.09227500000000001 -0.082779999999999979 0.11690000000000002 0.085245000000000015 -1.0000000180025095e-35 0.11263500000000001 -0.0066799999999999993 -0.13847499999999999 0.084885000000000002 -0.10737499999999998 0.083715000000000026 0.10801000000000001 0.094580000000000011 -0.08786999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10203999999999998 0.099360000000000018 -0.47356499999999996 0.088435000000000014 0.089435000000000014 -0.23960999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 9 6 -2 10 -8 -5 11 14 -13 -14 -7 16 -16 18 19 -17 21 -19 -23 24 -24 26 -25 -28 -29 -30
right_child=1 -3 -4 4 -6 7 8 -9 -10 -11 -12 12 13 -15 15 17 -18 20 -20 -21 -22 22 23 25 -26 -27 27 28 29 -31
leaf_value=1.7122409899240581e-07 1.1106300496758574e-06 -2.009764482124865e-07 1.9480185008546868e-07 -6.2212216026377325e-08 1.0175513130507496e-07 1.943056920408121e-07 -4.6514402601221466e-09 -9.4213009845134359e-07 -3.8348691084877377e-07 -4.7809992601344228e-07 2.1726894431139953e-07 -3.6755592965675991e-07 1.4083530332370104e-07 -1.7497759422461194e-07 4.8387321669451924e-07 1.9294860607765635e-08 -1.5039205027450767e-07 1.6427148002170119e-07 -1.6444640777990573e-07 7.3710439693286392e-07 -2.4022618434729442e-07 -3.5553563566346403e-07 6.6021180480581938e-07 3.5277654012588758e-07 -2.8671196941689103e-07 -2.1961274983601184e-07 -1.3161450269322966e-08 4.3205318872553886e-07 3.0918048992134574e-07 -7.5755415096523404e-08
leaf_weight=21 24 20 25 21 28 31 108 20 24 20 20 20 26 27 25 97 33 30 35 20 27 22 22 25 28 22 2103 35 24 138
leaf_count=21 24 20 25 21 28 31 108 20 24 20 20 20 26 27 25 97 33 30 35 20 27 22 22 25 28 22 2103 35 24 138
internal_value=0 -1.1616e-09 1.35895e-10 -1.45712e-09 -1.16222e-07 1.19485e-09 1.08648e-07 -4.72836e-09 -7.35306e-08 -2.65084e-07 1.94354e-09 3.99988e-10 -1.15257e-07 -2.00505e-08 3.50746e-09 1.30539e-09 1.22998e-07 -1.38037e-09 7.14346e-08 1.41997e-07 -5.85043e-09 -3.26646e-09 -5.34424e-09 -2.13013e-09 1.29934e-07 -4.94361e-09 -2.91233e-09 -6.77851e-09 6.13601e-08 -1.87279e-08
internal_weight=0 3100 3080 3055 69 2986 156 2830 132 41 2810 2790 73 53 2717 2686 58 2628 152 117 2476 2449 2419 2397 50 2347 2325 2300 197 162
internal_count=3121 3100 3080 3055 69 2986 156 2830 132 41 2810 2790 73 53 2717 2686 58 2628 152 117 2476 2449 2419 2397 50 2347 2325 2300 197 162
is_linear=0
shrinkage=0.1


Tree=9538
num_leaves=31
num_cat=0
split_feature=132 393 1203 483 12 105 34 10 4 51 12 34 9 2 0 124 376 376 121 457 457 160 4 160 45 158 1447 1447 43 1446
split_gain=6.75919e-11 2.42453e-10 1.92713e-10 6.82152e-11 2.12019e-10 6.54821e-11 9.94566e-11 1.1377e-10 7.48648e-10 1.8402e-09 7.86121e-10 1.89763e-10 9.87734e-11 2.06801e-10 1.96122e-10 7.54947e-11 1.60612e-10 9.24683e-11 1.01072e-10 9.36002e-11 1.74392e-10 9.10089e-11 3.74213e-10 9.78087e-11 1.05618e-10 8.90403e-11 9.1165e-11 4.3406e-10 3.94348e-10 2.35853e-10
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 0.12325000000000001 0.094435000000000005 0.080965000000000023 -0.08786999999999999 -0.011559999999999999 0.053180000000000012 0.081440000000000026 -0.07415999999999999 -0.057544999999999992 0.088235000000000022 -1.0000000180025095e-35 1.0000000180025095e-35 0.091025000000000009 0.11357500000000002 0.088235000000000008 -0.080284999999999981 -0.14941999999999997 -0.10142499999999997 -0.54913999999999985 -0.081609999999999988 -0.53908999999999996 0.094030000000000016 -0.47336999999999996 -0.086424999999999988 -0.085754999999999984 -0.078469999999999984 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 -2 8 9 -8 -10 -9 13 -13 -14 16 17 18 -15 -20 -21 22 -22 -23 25 -25 28 -28 29 -27
right_child=1 -3 -4 4 -6 -7 7 11 10 -11 -12 12 14 15 -16 -17 -18 -19 19 20 21 23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-2.379827149314094e-08 1.9593817177478827e-07 3.347241059517811e-07 -3.4966428273719431e-07 -3.374091549770613e-07 7.5758354072335088e-08 -1.6094720365344985e-07 -1.1168231107205885e-06 2.4902845376373329e-07 -1.7564158948996718e-07 1.135070632581999e-07 6.4013984878589077e-07 2.6320898841401776e-07 -3.6340315567767474e-07 2.1816898393725836e-07 7.4149574871285038e-08 -1.4926293370187694e-07 2.875643642141768e-07 -2.1110652568268053e-07 1.7017469619590335e-07 -2.9345289341620174e-07 -1.8648563286186953e-07 -2.009309310343118e-07 3.1789425275076756e-07 2.0924225325524322e-07 -1.9466620470977973e-07 1.4111691761797829e-07 -4.6503238735340349e-07 2.9424504502179067e-09 4.7853015362740001e-07 -2.8421783507713952e-07
leaf_weight=196 27 22 20 23 27 24 20 32 27 31 21 31 21 22 20 32 20 20 33 20 24 24 38 21 27 32 20 2203 21 22
leaf_count=196 27 22 20 23 27 24 20 32 27 31 21 31 21 22 20 32 20 20 33 20 24 24 38 21 27 32 20 2203 21 22
internal_value=0 4.01111e-09 -5.39711e-08 1.48746e-09 -1.14299e-07 3.53099e-09 4.93628e-09 3.08256e-09 -1.02193e-07 -3.68975e-07 1.81263e-07 6.96713e-09 4.04523e-09 6.46451e-09 -1.49963e-07 3.3784e-09 5.29616e-09 3.06214e-09 4.77071e-09 2.88147e-09 6.29967e-10 3.04841e-09 1.2265e-07 -8.04176e-11 1.97432e-09 4.26379e-09 2.39062e-09 -1.26785e-09 1.10828e-07 -3.21676e-08
internal_weight=0 2905 216 2883 50 2833 2809 2782 99 51 48 2683 2651 2610 41 2579 2547 2527 2507 2485 2452 2432 62 2370 2346 2319 2298 2223 75 54
internal_count=3121 2905 216 2883 50 2833 2809 2782 99 51 48 2683 2651 2610 41 2579 2547 2527 2507 2485 2452 2432 62 2370 2346 2319 2298 2223 75 54
is_linear=0
shrinkage=0.1


Tree=9539
num_leaves=31
num_cat=0
split_feature=46 480 1 1 1 10 480 1 1 1456 9 43 158 1 0 50 402 96 34 1 0 2 157 156 131 12 132 1447 456 13
split_gain=6.95983e-11 7.10053e-11 7.94894e-11 1.13214e-09 8.74351e-10 8.74014e-10 4.4876e-10 2.1863e-10 2.18431e-10 2.0812e-10 2.12531e-10 7.14481e-10 2.63182e-10 2.62223e-10 2.74965e-10 4.08546e-10 2.14643e-10 2.12016e-10 1.9014e-10 2.00557e-10 1.79541e-10 5.27673e-10 4.94641e-10 2.3671e-10 1.90472e-10 2.22051e-10 2.05902e-10 1.57914e-10 1.92607e-10 7.56006e-10
threshold=0.10987500000000001 0.11747 0.092845000000000025 0.093400000000000025 0.09202500000000001 -0.0026549999999999994 0.10892500000000001 0.094090000000000021 0.091195000000000012 -0.079429999999999987 -1.0000000180025095e-35 -0.074974999999999986 0.10654500000000001 0.096860000000000016 -0.077809999999999976 0.096900000000000014 0.095140000000000016 0.084000000000000019 -0.010024999999999997 0.098220000000000016 1.0000000180025095e-35 0.11474000000000002 -0.04831499999999999 0.013700000000000002 0.096290000000000014 0.098330000000000015 0.087955000000000019 0.056670000000000005 0.087515000000000009 -0.086804999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 8 -5 27 -9 11 17 13 14 -12 -16 18 -11 -15 -20 24 22 -22 -24 26 -26 -21 28 -7 -30
right_child=-2 -3 3 7 -6 6 -8 9 -10 10 12 -13 -14 16 15 -17 -18 -19 19 20 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-6.5453752426947178e-07 1.772371892563094e-07 -1.5184185818659371e-07 -7.1660822735121537e-07 3.0499984004253831e-07 5.3837300789206389e-07 -3.1609550363111459e-09 4.589601060574338e-07 -2.9288973330756985e-07 2.4235635638241978e-07 2.8228022464255838e-07 3.7457432079514143e-07 -6.1871044293818997e-07 2.7811311887100083e-07 -3.068530337676142e-07 -2.9942332382404405e-07 3.2505695976681184e-07 -3.0344180550820548e-07 -1.0845163531453127e-07 -2.8491056032938411e-07 -1.8664346129914987e-08 -3.9723236706935419e-07 4.9997053410371402e-07 -4.7648850875518861e-09 3.8387829147268352e-07 3.5551795303234716e-07 -8.0749806699031982e-08 -2.9837387237766473e-07 -2.1660817312198507e-07 6.1502079620368028e-07 -2.4417930192990291e-08
leaf_weight=20 22 31 23 22 31 1855 22 26 38 21 36 24 35 21 22 20 26 41 24 438 23 28 42 25 28 20 28 33 25 71
leaf_count=20 22 31 23 22 31 1855 22 26 38 21 36 24 35 21 22 20 26 41 24 438 23 28 42 25 28 20 28 33 25 71
internal_value=0 -1.25695e-09 2.64601e-10 -2.33545e-08 1.12342e-08 3.31692e-09 9.75385e-09 -6.57042e-09 4.86634e-09 -1.39568e-08 -5.91658e-09 -1.55438e-07 9.84182e-09 -2.18058e-09 1.71776e-07 -2.05176e-09 -2.14816e-08 2.3893e-08 -1.0653e-08 -1.17094e-09 9.60398e-09 1.20845e-07 2.89431e-09 1.40251e-07 -1.59337e-08 1.7374e-07 -3.54709e-08 3.17644e-10 3.98681e-09 1.42103e-07
internal_weight=0 3099 3068 973 2095 2064 2044 950 2022 928 902 86 816 781 78 42 703 62 677 656 632 118 90 67 514 48 466 1984 1951 96
internal_count=3121 3099 3068 973 2095 2064 2044 950 2022 928 902 86 816 781 78 42 703 62 677 656 632 118 90 67 514 48 466 1984 1951 96
is_linear=0
shrinkage=0.1


Tree=9540
num_leaves=31
num_cat=0
split_feature=480 2 448 1348 457 2 43 16 2 457 130 484 49 484 13 3 158 15 1375 160 482 12 1 13 4 1184 40 2 14 453
split_gain=6.81312e-11 5.28754e-10 6.0302e-11 1.15591e-10 6.63134e-11 3.37951e-10 5.29759e-10 6.73611e-10 8.22448e-10 1.15143e-10 9.49986e-11 1.60747e-10 1.09877e-09 4.6023e-10 1.02993e-09 3.73355e-10 4.73597e-10 3.62278e-10 2.32251e-10 2.3004e-10 1.76317e-10 4.59581e-10 2.16403e-10 1.37518e-10 1.01941e-10 1.63698e-10 1.59232e-10 1.45384e-10 1.2314e-10 1.19918e-10
threshold=0.11089500000000001 0.092875000000000013 0.068920000000000023 0.093335000000000015 0.088350000000000026 0.08647500000000001 -0.086304999999999979 -0.010264999999999998 0.097845000000000015 0.086460000000000023 -0.22699999999999995 0.091180000000000011 0.11236 0.085790000000000019 -0.084419999999999981 -0.086869999999999989 0.10490000000000001 -0.073184999999999986 -0.085004999999999983 -0.085764999999999994 0.085875000000000021 0.087625000000000022 0.104035 -0.54298999999999997 0.50996500000000011 0.089075000000000015 -0.07632499999999999 0.14753000000000002 -0.41076499999999994 0.086795000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 9 -6 -7 8 -8 10 -1 13 15 18 -15 17 20 -13 -12 -16 22 -22 -17 -20 25 29 -26 28 -28 -25
right_child=1 -3 -4 -5 5 6 7 -9 -10 -11 11 12 -14 14 19 16 -18 -19 23 -21 21 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-1.913110948805752e-07 -5.1008593219746349e-07 1.123011494850965e-07 -1.710063807536244e-07 2.2179718882261077e-07 2.8827126977210523e-07 3.0820877786449537e-07 -9.3574998500530046e-07 1.2075405731681506e-07 -1.4640444374670167e-07 2.2272164580764788e-07 3.0239810819501565e-07 3.1671536892087138e-08 7.9401005880441745e-07 -7.1299147487809087e-07 -1.5699863868690047e-07 7.7814183572300272e-09 5.4211081419452971e-07 -5.5638512208133762e-07 2.6317639651551871e-07 2.9195469356376898e-07 -4.9629133627604468e-07 1.5915358819439542e-07 3.9009908235243531e-07 -1.5840520895731257e-09 1.2892767678013549e-07 2.8854908734388119e-07 -1.2168317127247976e-07 2.429176951019534e-08 -4.6839313058842982e-07 1.752023427442486e-07
leaf_weight=25 21 39 20 24 22 21 22 31 33 24 26 22 20 29 25 57 20 20 20 21 20 23 20 2374 21 20 20 21 21 39
leaf_count=25 21 39 20 24 22 21 22 31 33 24 26 22 20 29 25 57 20 20 20 21 20 23 20 2374 21 20 20 21 21 39
internal_value=0 -1.05534e-07 2.06579e-09 3.20405e-09 1.46515e-09 -6.86831e-08 -1.42076e-07 -2.52029e-07 -4.62143e-07 4.59851e-09 2.77066e-09 4.47973e-09 9.0454e-08 -2.10609e-09 -2.46276e-07 1.31402e-08 9.15889e-08 -2.48355e-07 5.04173e-09 4.79583e-08 1.65019e-08 -1.45705e-07 1.07085e-07 1.99312e-09 -8.30594e-11 3.63474e-09 -1.09064e-07 -1.89674e-07 -2.99266e-07 1.27325e-09
internal_weight=0 60 3061 3041 3017 129 107 86 55 2888 2864 2839 202 2637 75 182 140 42 2562 46 120 43 77 2536 2516 2433 83 62 41 2413
internal_count=3121 60 3061 3041 3017 129 107 86 55 2888 2864 2839 202 2637 75 182 140 42 2562 46 120 43 77 2536 2516 2433 83 62 41 2413
is_linear=0
shrinkage=0.1


Tree=9541
num_leaves=31
num_cat=0
split_feature=1211 1200 1201 132 394 1203 484 484 1375 158 1456 52 1452 51 42 3 1447 481 3 15 2 2 160 42 1447 1453 483 52 484 12
split_gain=5.81039e-11 5.84272e-11 1.41928e-10 8.36279e-11 2.16442e-10 2.11303e-10 5.85341e-11 3.24071e-10 2.2686e-10 2.93131e-10 3.30561e-10 1.91794e-10 3.49929e-10 3.44974e-10 3.18754e-10 3.16526e-10 8.66425e-10 5.45825e-10 2.81509e-10 4.04431e-10 2.24861e-10 4.52646e-10 2.12571e-10 2.10988e-10 1.53101e-10 3.26546e-10 1.57826e-10 6.3715e-10 1.32507e-10 6.69052e-10
threshold=0.12463 0.088675000000000018 -0.080909999999999996 -0.083449999999999983 0.12358500000000001 0.088820000000000024 -0.0082299999999999995 -0.017214999999999998 0.084795000000000023 -0.4686749999999999 -0.082809999999999981 -0.10286999999999999 0.084885000000000016 -0.025879999999999997 0.083935000000000023 -0.085784999999999986 -0.085684999999999997 -0.086219999999999977 -0.084144999999999984 -0.065449999999999994 0.10327000000000001 0.087470000000000006 -0.013084999999999998 0.08733500000000001 -0.086279999999999982 -0.078199999999999978 0.10083000000000002 0.12445000000000002 0.10126500000000001 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 6 -1 7 8 9 -5 -11 13 15 -12 -15 16 -13 -17 -19 20 21 -20 -18 -21 -8 -26 28 -28 -27 -30
right_child=-2 2 -4 4 -6 -7 24 -9 -10 10 11 12 -14 14 -16 17 22 18 19 23 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-2.9626154882213679e-08 1.3622454990845948e-07 3.0921301700459482e-07 -5.5028437628834585e-08 2.6161376371902633e-07 3.13982279206729e-07 -3.5690284554008983e-07 2.1028368024644806e-07 -3.453786643691978e-07 2.6453920694637291e-07 -4.1274283981707075e-07 -5.3019834695078311e-07 7.0704358108741875e-07 3.1728885883097748e-07 2.3279267484509628e-07 -2.8304698844294764e-07 -4.7957396968594109e-07 -3.1721347668389215e-07 2.7939906560666609e-07 1.4637427978979572e-07 -5.6845303478522427e-08 2.6872962971153005e-07 -4.1296955210466128e-07 1.2758686099542418e-07 -4.591354903382694e-07 -3.9985694144206719e-07 7.1175396831404578e-09 -9.8532798586958847e-08 6.2097035119279559e-07 2.3448496913639855e-08 -6.2749917276505592e-07
leaf_weight=191 31 20 23 32 22 22 36 31 28 24 20 20 32 23 25 31 21 26 39 22 31 23 22 32 20 2127 32 20 75 20
leaf_count=191 31 20 23 32 22 22 36 31 28 24 20 20 32 23 25 31 21 26 39 22 31 23 22 32 20 2127 32 20 75 20
internal_value=0 -1.36627e-09 1.14386e-07 -2.9998e-09 1.54202e-09 -6.34294e-08 -9.02396e-10 -3.26237e-08 -1.11261e-08 -2.93735e-08 -5.31883e-08 -2.96752e-08 4.7997e-09 -1.81263e-07 -3.58738e-08 -3.26522e-08 1.63275e-07 -9.3159e-08 -2.3917e-08 -7.75647e-08 4.88271e-08 -6.11242e-08 -8.96412e-08 -2.95239e-07 5.6597e-09 2.44851e-09 5.98682e-09 1.78199e-07 1.95664e-09 -1.13593e-07
internal_weight=0 3090 43 3047 2834 213 2812 482 451 423 391 367 299 68 48 267 63 204 173 147 93 62 43 54 2330 2294 2274 52 2222 95
internal_count=3121 3090 43 3047 2834 213 2812 482 451 423 391 367 299 68 48 267 63 204 173 147 93 62 43 54 2330 2294 2274 52 2222 95
is_linear=0
shrinkage=0.1


Tree=9542
num_leaves=31
num_cat=0
split_feature=472 1429 1425 155 15 0 49 49 149 151 43 484 0 4 447 49 2 2 2 2 2 3 2 12 480 133 133 42 2 0
split_gain=5.76986e-11 1.72562e-10 1.06369e-10 8.55347e-11 6.18316e-11 1.02916e-10 8.02609e-11 2.54502e-10 1.41427e-10 7.94683e-11 3.20521e-10 5.97502e-10 5.20569e-10 4.83907e-10 1.42259e-10 9.34715e-11 9.29992e-11 1.08186e-09 6.97151e-10 4.00989e-10 6.77993e-10 1.85686e-09 1.15393e-09 4.63537e-10 4.47299e-10 2.60483e-10 5.33512e-10 3.19087e-10 2.71951e-10 2.11128e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.10034500000000002 0.13131500000000004 0.17980000000000004 -0.10011499999999998 -0.14715999999999999 -0.10774499999999999 1.0000000180025095e-35 -0.10737499999999998 -0.085739999999999997 0.086135000000000017 -0.085669999999999982 -0.0047449999999999992 0.094580000000000011 -0.088694999999999982 0.095195000000000016 0.096325000000000008 0.097220000000000015 0.092235000000000025 0.093175000000000022 -0.076514999999999986 0.093680000000000013 0.09474500000000001 0.11144000000000001 0.089595000000000022 0.093255000000000018 -0.22961999999999996 0.10060500000000001 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 8 -8 -3 10 12 13 -9 -12 15 -11 19 -18 -19 24 21 -21 -22 -24 -17 27 -27 -20 -28 -30
right_child=1 2 -4 -5 5 -7 7 9 -10 14 11 -13 -14 -15 -16 16 17 18 25 20 22 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=-1.5445788079659908e-07 2.7408511763961423e-07 -3.1832302728286197e-07 -2.022559094427834e-07 1.6613096589011431e-07 -1.7373686331565194e-08 2.7779455779506993e-07 3.2421568019932091e-07 -4.9231058909526835e-07 -1.3122053089471927e-08 -1.6423262968838044e-07 -3.3491685387147027e-07 6.1518226388557198e-07 1.4373009515756783e-07 2.5229102177269801e-07 -2.3073705059622237e-07 2.2714195990543877e-09 -5.4386283563755383e-07 4.1941570529886395e-07 4.017195425376485e-07 -6.3552291630723333e-08 -5.7626956709100345e-07 1.1307193253050292e-06 -2.1247648219730587e-08 4.7422895854814282e-07 -4.6216454761417394e-07 -4.7803564062373232e-07 -3.6640790844320813e-07 -4.9196014651628517e-09 2.1334900281999581e-07 -6.7626643949726999e-08
leaf_weight=24 23 22 26 31 27 21 24 22 49 36 23 24 31 36 28 1656 39 37 20 30 25 23 41 35 21 35 23 549 36 104
leaf_count=24 23 22 26 31 27 21 24 22 49 36 23 24 31 36 28 1656 39 37 20 30 25 23 41 35 21 35 23 549 36 104
internal_value=0 1.19365e-09 -8.48153e-10 8.69893e-10 -8.28183e-10 1.11762e-07 -2.64844e-09 -7.49263e-11 -1.07691e-07 -2.78299e-09 7.18277e-08 1.94503e-07 -1.20287e-07 2.33795e-08 -6.489e-09 -4.17204e-09 -2.01715e-09 -2.95018e-08 -4.5514e-09 1.06369e-08 1.65066e-07 4.54717e-07 1.30705e-08 2.06932e-07 -3.54442e-09 -2.50035e-08 -1.23794e-07 9.37351e-09 -4.773e-08 4.62424e-09
internal_weight=0 3097 3074 3048 3017 48 2969 2898 71 2874 136 83 53 59 2738 2710 2674 843 804 1831 154 53 101 76 1677 767 198 569 163 140
internal_count=3121 3097 3074 3048 3017 48 2969 2898 71 2874 136 83 53 59 2738 2710 2674 843 804 1831 154 53 101 76 1677 767 198 569 163 140
is_linear=0
shrinkage=0.1


Tree=9543
num_leaves=31
num_cat=0
split_feature=1204 1185 393 1185 42 0 0 43 1456 0 4 1213 3 0 12 0 129 0 42 43 0 1212 402 1213 2 12 402 1213 1212 52
split_gain=5.63523e-11 1.09326e-10 9.93023e-11 5.75326e-11 6.22754e-11 2.09647e-10 1.94534e-10 5.89813e-10 2.24843e-10 6.97884e-10 2.2359e-10 1.93491e-10 5.11354e-10 2.22905e-10 3.3217e-10 5.79755e-10 2.46762e-10 1.96619e-10 1.93614e-10 2.24729e-10 1.46023e-10 1.20097e-10 1.04929e-09 6.71657e-10 1.24834e-09 3.0327e-10 1.59329e-10 1.54166e-10 6.45666e-10 4.26281e-10
threshold=0.053645000000000005 -0.10973499999999999 0.10856500000000001 0.093750000000000014 -0.084624999999999992 0.010870000000000003 -0.069444999999999993 -0.095589999999999994 -0.066614999999999994 -0.07384499999999998 -0.088784999999999989 1.0000000180025095e-35 -0.08824499999999999 -0.085544999999999982 0.087445000000000009 -0.081584999999999977 0.090180000000000024 -0.091354999999999978 -0.091729999999999992 -0.095589999999999994 -0.14116499999999996 -0.089544999999999986 0.23460000000000003 -0.090764999999999985 0.084550000000000014 0.087145000000000014 0.11522000000000002 -0.087969999999999979 -0.069964999999999986 0.086450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -8 -3 10 -10 13 -13 17 15 -15 18 20 19 -16 -12 23 26 25 -25 -6 27 29 -29 -23
right_child=-2 2 -4 -5 21 -7 7 -9 9 -11 11 12 -14 14 16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-2.3436856551484201e-07 1.3639374766209281e-07 -2.8007524264239694e-07 1.6530078812909071e-07 -1.7081213030678557e-07 -3.8854394811887291e-07 3.5056118168341755e-07 1.0127245727510534e-07 -5.7277318075778443e-07 -2.0202256307953037e-07 6.3803848881605063e-07 2.7608650043475791e-07 5.8161789383511273e-07 -7.8224380809880734e-08 -6.656809443397617e-07 6.6898569752151235e-08 5.3790180369143548e-08 -2.642432738042544e-07 3.6257540657455173e-07 -7.7082010006636541e-08 5.0916282340551783e-07 -4.4556638875533565e-08 3.9704994127366784e-08 -6.9887890513148876e-07 -1.694829918363894e-07 9.1076152668649798e-07 4.2747193581707934e-08 2.3201834693509228e-07 5.0158894973151293e-07 -9.3375376086507066e-09 -5.1615009019976492e-07
leaf_weight=20 30 20 36 20 23 20 34 21 37 20 20 23 24 21 27 24 20 28 28 20 49 37 22 20 23 56 28 25 2323 22
leaf_count=20 30 20 36 20 23 20 34 21 37 20 20 23 24 21 27 24 20 28 28 20 49 37 22 20 23 56 28 25 2323 22
internal_value=0 -1.32479e-09 1.92918e-10 -1.76553e-09 -6.44157e-10 3.43098e-08 1.91055e-08 -1.5609e-07 4.57973e-08 6.49101e-08 2.92012e-08 5.93254e-08 2.44677e-07 2.25679e-08 -5.8157e-08 -2.81963e-07 4.78564e-08 1.39078e-07 1.31083e-07 2.55096e-07 4.83834e-08 -6.5534e-09 -1.1362e-08 9.02884e-08 4.08322e-07 -8.28186e-08 -5.15034e-09 -7.90926e-09 -3.89752e-09 -1.67563e-07
internal_weight=0 3091 3071 3035 3015 436 416 55 361 341 321 284 47 237 140 45 95 97 75 47 69 2579 2457 122 43 79 2435 2407 2348 59
internal_count=3121 3091 3071 3035 3015 436 416 55 361 341 321 284 47 237 140 45 95 97 75 47 69 2579 2457 122 43 79 2435 2407 2348 59
is_linear=0
shrinkage=0.1


Tree=9544
num_leaves=31
num_cat=0
split_feature=1209 401 1210 1208 401 402 1213 1210 52 1209 1209 1212 1210 43 132 399 1204 399 1213 1455 15 128 128 402 1210 3 133 133 0 0
split_gain=6.10257e-11 8.35513e-11 1.78446e-10 6.04103e-11 6.51069e-11 1.51025e-10 2.24193e-10 1.16599e-10 6.54024e-11 2.34214e-10 2.16031e-10 2.18777e-10 6.24585e-10 4.40776e-10 2.03172e-10 2.12874e-09 1.5037e-09 2.49849e-10 1.93591e-10 4.34768e-10 4.27124e-10 2.09523e-10 2.1877e-10 2.77539e-10 4.60187e-10 3.51613e-10 3.03892e-10 9.192e-10 4.22643e-10 4.76829e-10
threshold=-0.14444499999999996 0.13767000000000004 -0.38516499999999992 0.11531000000000001 -0.47263499999999997 -0.45454999999999995 0.0036000000000000003 0.11995000000000001 1.0000000180025095e-35 0.10272000000000002 -0.084519999999999984 -0.088629999999999987 -0.087769999999999973 -0.0011349999999999999 -0.083284999999999984 0.091580000000000009 -0.081079999999999985 0.086815000000000017 -0.087049999999999975 -0.097209999999999977 0.086195000000000008 0.10670500000000001 0.081870000000000012 -0.092414999999999983 -0.05860499999999999 -0.081574999999999995 0.090665000000000009 0.088820000000000024 -0.090644999999999989 -0.080119999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 14 10 -10 13 -13 -12 15 17 -16 -7 20 -20 -14 22 23 25 -25 -21 27 -26 -28 -30
right_child=1 -3 3 -5 5 7 -8 -9 9 -11 11 12 18 -15 16 -17 -18 -19 19 21 -22 -23 -24 24 26 -27 28 -29 29 -31
leaf_value=1.7411619580798289e-07 2.7180913851528508e-07 -2.0485625839228306e-07 -1.6826743166367796e-07 -1.5674665110054776e-07 3.3964782371842173e-07 -8.051879723956922e-09 -8.9789751598345909e-08 -2.4295425646414512e-07 -3.0010381867181685e-07 3.1124066628947166e-07 -7.265210721459033e-08 -5.8215598649269399e-07 -5.100127809199469e-08 5.2093407231526809e-07 -8.5865371204363336e-07 9.4256252293689624e-07 1.3525928185278162e-08 -4.2578088270366676e-07 -4.1710928948240122e-07 -5.7437418949035651e-07 4.9499065243174349e-07 -3.3722009732173322e-07 2.2813139512482552e-07 4.1509889183544147e-07 -1.3950701050357683e-08 4.9624490698492577e-09 2.2081258313787746e-07 6.1685979453329769e-07 -4.7059755943953025e-07 -7.1920881437037572e-08
leaf_weight=20 24 20 23 25 31 45 20 20 28 21 29 20 38 22 20 25 1700 21 28 20 23 20 37 25 616 22 26 24 48 80
leaf_count=20 24 20 23 25 31 45 20 20 28 21 29 20 38 22 20 25 1700 21 28 20 23 20 37 25 616 22 26 24 48 80
internal_value=0 -1.12552e-09 1.96975e-10 -1.93541e-09 -6.58929e-10 6.22226e-10 1.71241e-07 -2.31948e-09 -6.8139e-10 -1.95947e-08 -2.58764e-08 -1.87536e-08 -2.87926e-08 1.83405e-07 1.10885e-08 1.56707e-07 3.3843e-09 -1.40966e-07 -1.78023e-08 -2.89362e-08 1.54865e-07 -1.70965e-08 -9.96681e-09 -2.01987e-08 -7.34158e-09 -2.70912e-07 -2.06426e-08 9.70469e-09 -1.46761e-07 -2.21425e-07
internal_weight=0 3101 3081 3057 3032 3009 51 2958 2938 1127 1106 1078 1027 51 1811 91 1720 66 1007 946 61 918 898 861 819 42 794 640 154 128
internal_count=3121 3101 3081 3057 3032 3009 51 2958 2938 1127 1106 1078 1027 51 1811 91 1720 66 1007 946 61 918 898 861 819 42 794 640 154 128
is_linear=0
shrinkage=0.1


Tree=9545
num_leaves=31
num_cat=0
split_feature=132 399 1203 50 50 484 2 132 42 0 2 4 133 13 1452 52 42 12 479 52 480 1455 43 159 1456 1446 1456 1456 483 1
split_gain=5.94432e-11 2.19555e-10 1.25762e-10 6.42046e-11 5.87463e-10 2.29999e-10 1.70855e-10 1.37132e-10 1.20731e-10 2.0543e-10 2.59416e-10 1.77792e-10 1.30067e-10 1.0824e-10 8.61667e-11 9.12671e-11 2.68065e-10 9.52707e-10 2.49725e-10 1.88572e-10 2.74079e-10 1.18012e-10 2.35293e-10 1.28792e-10 1.83865e-10 1.67535e-10 1.20056e-10 2.86724e-10 1.98753e-10 4.66133e-10
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.11028 0.11368500000000002 -0.064309999999999992 0.10402500000000002 -0.030684999999999994 0.11747 -0.08095999999999999 0.10855000000000002 0.0033150000000000007 0.047850000000000011 -0.069964999999999986 0.11396500000000002 0.41423000000000004 0.096450000000000022 0.094225000000000017 0.10713500000000002 0.40411000000000002 0.10344000000000002 0.090900000000000022 -0.077824999999999991 0.14029500000000003 0.11510000000000002 0.111445 -0.15824499999999997 -0.089834999999999984 0.10143000000000001 0.16540500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 7 -5 6 -6 -2 9 11 13 12 -7 -11 15 18 17 -17 19 20 21 23 -23 24 25 26 -9 -28 29 -29
right_child=1 -3 -4 4 5 8 -8 14 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-2.6227486308837851e-08 2.5984254104996365e-07 2.4256517262624824e-07 -2.8947157037606531e-07 -4.2789763694729895e-07 2.36718857734324e-08 4.4506811926349539e-07 -3.0092917041917431e-07 1.630927686670071e-07 2.8373052837575109e-07 -8.1430797820303275e-08 1.5523591140772963e-07 -5.8235925889012686e-08 1.049622466356678e-07 -4.1042892178211333e-07 1.9595994234825174e-07 -2.9128705705261385e-07 -3.8333474525013384e-07 5.5201489716626474e-07 3.2597575326439219e-07 2.6971400505824651e-07 -3.1786526703938392e-07 3.5622264607371581e-07 -6.9526833840427573e-08 -2.2653187170362801e-07 2.8299587400041398e-07 -2.8931801235643209e-07 -3.6111113982687217e-07 1.0333277096767055e-09 -2.3472446006930376e-07 4.8603091940435661e-07
leaf_weight=196 21 38 20 35 31 23 34 45 24 20 27 24 22 20 23 37 24 21 24 26 27 27 25 25 23 20 22 2162 35 20
leaf_count=196 21 38 20 35 31 23 34 45 24 20 27 24 22 20 23 37 24 21 24 26 27 27 25 25 23 20 22 2162 35 20
internal_value=0 3.7729e-09 -5.06019e-08 6.07878e-10 -4.67785e-08 1.25067e-08 -1.46119e-07 5.33379e-09 7.69486e-08 4.04577e-08 -8.4266e-08 1.61566e-07 2.78794e-07 -2.4593e-07 3.26701e-09 1.53781e-09 -1.0226e-07 1.40464e-08 4.96846e-09 1.83286e-09 -1.03218e-09 2.52626e-09 1.51535e-07 -7.68157e-10 1.65732e-09 -1.15118e-09 1.37217e-09 -1.87813e-09 1.68666e-09 5.47877e-09
internal_weight=0 2905 216 2867 260 225 65 2607 160 136 67 69 45 40 2586 2563 82 58 2481 2457 2431 2404 52 2352 2327 2304 2284 2239 2217 2182
internal_count=3121 2905 216 2867 260 225 65 2607 160 136 67 69 45 40 2586 2563 82 58 2481 2457 2431 2404 52 2352 2327 2304 2284 2239 2217 2182
is_linear=0
shrinkage=0.1


Tree=9546
num_leaves=31
num_cat=0
split_feature=1446 142 45 3 1429 16 12 472 1429 47 0 47 47 47 3 47 47 3 147 147 47 52 2 131 49 151 133 4 150 151
split_gain=5.81168e-11 5.59693e-11 1.10268e-10 1.04887e-09 1.06932e-10 1.40741e-10 6.62348e-10 3.98822e-10 1.02682e-10 8.91617e-11 4.60824e-10 1.86249e-09 6.12498e-10 2.41754e-10 1.37723e-10 1.24826e-10 2.24881e-10 1.24851e-10 1.10704e-10 1.58036e-10 1.0414e-10 1.00933e-10 8.94779e-11 8.74222e-11 1.10536e-10 1.33526e-10 3.79185e-10 8.02765e-10 1.96318e-10 1.20957e-10
threshold=-0.093534999999999993 -0.057499999999999989 0.083445000000000005 0.10299500000000002 -0.23587499999999997 0.63636000000000015 0.090695000000000012 -0.15279499999999999 0.11635000000000001 0.092165000000000011 -0.10224499999999999 0.10678000000000001 0.09550500000000002 0.089785000000000018 -0.034684999999999994 0.11939500000000002 0.11635500000000001 -0.079594999999999985 0.099730000000000027 0.093875000000000014 0.10678000000000001 -0.40967499999999996 0.11704500000000001 0.13695500000000002 0.12073000000000002 -0.089594999999999994 0.08622500000000001 -0.0086549999999999978 -0.091259999999999994 -0.085369999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 7 -7 -6 9 13 11 -11 -12 18 15 16 17 20 19 23 -14 -17 -13 24 25 26 27 -9 -27 -30
right_child=1 2 3 -5 5 6 -8 8 -10 10 12 22 14 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=1.6196183784829415e-07 1.5097184468496987e-07 2.249216188537113e-07 -6.8275860580039693e-07 2.595447680183346e-07 4.3556398276493948e-07 1.7354183649297706e-07 -5.4846407750256778e-07 5.6860980642746613e-07 -1.9589974758420996e-07 -1.0923889024638813e-06 5.3412263344485148e-07 1.5679614965482996e-07 1.045877792314949e-08 3.4380995655526806e-07 -2.2381057209752698e-07 -2.1832561714063558e-09 -3.5365654305508092e-07 1.5418131737713992e-07 1.9098447281859051e-07 -2.3978381044024124e-07 -2.6198870159532814e-07 3.1551671298757355e-07 -1.0136197056453968e-07 1.8585997408466101e-07 -1.0727344781950402e-07 -3.0370059554180832e-07 -1.4919569003219686e-07 -1.2748775851889607e-07 -1.1976784552973937e-07 7.7226299003230308e-09
leaf_weight=22 24 21 21 27 21 27 24 37 27 20 21 29 47 21 32 20 20 39 31 27 20 20 25 26 90 21 35 30 77 2219
leaf_count=22 24 21 21 27 21 27 24 37 27 20 21 29 47 21 32 20 20 39 31 27 20 20 25 26 90 21 35 30 77 2219
internal_value=0 -1.14628e-09 -2.33355e-09 -1.52713e-07 5.10625e-11 -1.51989e-09 -1.66226e-07 1.32275e-09 -1.78532e-09 1.76024e-11 -5.22925e-08 -2.68037e-07 2.06075e-08 5.88098e-09 -3.38563e-08 2.76143e-09 -4.60974e-08 1.19326e-08 3.14418e-09 8.7133e-10 -7.08688e-08 1.56667e-07 3.72785e-08 3.43452e-09 1.5441e-09 5.59271e-09 1.17569e-07 2.56924e-07 6.63219e-10 3.44703e-09
internal_weight=0 3099 3075 48 3027 3006 51 2955 2934 2907 293 74 219 2614 198 166 126 106 2593 2562 67 40 54 2535 2509 2419 102 67 2317 2296
internal_count=3121 3099 3075 48 3027 3006 51 2955 2934 2907 293 74 219 2614 198 166 126 106 2593 2562 67 40 54 2535 2509 2419 102 67 2317 2296
is_linear=0
shrinkage=0.1


Tree=9547
num_leaves=31
num_cat=0
split_feature=1429 1420 1420 155 0 13 12 2 16 0 3 1 1 484 40 4 1 376 39 9 10 10 16 2 40 15 151 2 150 151
split_gain=7.19601e-11 1.2124e-10 7.14809e-11 2.454e-10 8.40174e-11 3.21748e-10 3.20167e-10 3.93652e-10 1.09674e-10 7.99134e-11 2.70619e-10 6.70507e-11 2.18539e-10 2.62582e-10 5.30584e-10 2.38965e-10 1.43756e-10 1.14862e-10 1.45949e-10 3.65273e-10 3.75652e-10 1.33922e-10 3.27299e-09 1.59603e-10 9.40825e-11 9.32451e-11 9.32175e-11 4.03908e-10 1.14527e-09 2.09224e-10
threshold=0.12521000000000002 -0.086589999999999986 0.056520000000000008 0.14547000000000002 0.10455500000000001 -0.055129999999999992 0.096295000000000019 0.10467500000000002 0.15891500000000003 0.047850000000000011 0.084940000000000015 0.13534000000000004 0.13756000000000004 0.090535000000000018 -0.07632499999999999 0.51388000000000011 0.13332000000000002 0.088720000000000007 -1.0000000180025095e-35 0.092235000000000011 1.0000000180025095e-35 -0.0097449999999999985 -0.056919999999999991 -0.0050599999999999994 -0.083564999999999987 -0.074054999999999996 -0.10737499999999998 0.087015000000000023 0.10874500000000002 -0.19763499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 -6 7 8 -7 11 -11 16 -13 14 -14 25 17 18 -3 20 21 22 -20 -23 -25 -16 27 -26 29 -29
right_child=-2 2 -4 -5 5 6 -8 -9 -10 10 -12 12 13 -15 15 -17 -18 -19 19 -21 -22 23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-2.4068590770790858e-07 1.8907123468636656e-07 1.9854687101434664e-07 -1.8345612534717692e-07 3.4233969722934147e-07 -3.6661080618690299e-07 -2.8439261225715283e-08 3.6470423737000606e-07 -3.7092821301598635e-07 2.6667779735589646e-07 -9.0823633790864047e-08 3.1415959738572416e-07 -2.8717136581904287e-07 4.367455297479442e-07 -3.0603335356242192e-07 1.2192219259770534e-07 -3.6672032251772183e-07 2.4793547677148807e-07 -2.254572097823174e-07 -4.6052106416910276e-07 -3.7179538944306285e-07 4.3661576903275551e-07 -2.832864566215676e-07 1.1048439189793995e-06 -1.7565325298581533e-07 -2.3965648741371602e-07 -1.1481500824369765e-07 -2.2098928623171769e-09 -9.6676296714091695e-08 8.5692808852400045e-07 2.3811394260775388e-07
leaf_weight=21 20 38 21 21 30 34 20 30 20 33 33 34 28 24 41 20 24 22 34 26 20 20 22 30 30 28 2293 56 20 28
leaf_count=21 20 38 21 21 30 34 20 30 20 33 33 34 28 24 41 20 24 22 34 26 20 20 22 30 30 28 2293 56 20 28
internal_value=0 -1.22353e-09 4.09169e-10 1.6714e-09 -6.83448e-10 -7.81005e-08 5.12365e-09 -8.04908e-08 8.08634e-08 2.88883e-09 1.11668e-07 3.59078e-10 -5.9601e-08 -4.72583e-09 5.70808e-08 -6.23642e-08 4.29937e-09 2.08366e-09 3.9965e-09 1.12992e-09 4.92783e-09 1.51931e-09 1.54444e-07 -1.938e-09 3.52179e-10 2.58549e-08 2.52777e-09 8.35984e-08 1.76845e-07 1.49204e-08
internal_weight=0 3101 3080 3059 3038 134 104 84 54 2904 66 2838 175 141 117 89 2663 2639 2617 2579 2553 2533 56 2477 2457 69 2427 134 104 84
internal_count=3121 3101 3080 3059 3038 134 104 84 54 2904 66 2838 175 141 117 89 2663 2639 2617 2579 2553 2533 56 2477 2457 69 2427 134 104 84
is_linear=0
shrinkage=0.1


Tree=9548
num_leaves=31
num_cat=0
split_feature=448 1348 48 9 9 147 133 12 9 148 448 132 1203 1185 50 1204 12 2 131 132 2 2 2 2 484 158 3 4 160 2
split_gain=6.15739e-11 1.15737e-10 7.01865e-11 1.78645e-10 2.88338e-10 1.73014e-10 1.8031e-10 1.54985e-10 1.09044e-10 9.2157e-11 7.96664e-11 7.46286e-11 1.95357e-09 1.06233e-09 1.54283e-10 8.40623e-11 2.48254e-10 2.61074e-10 7.44389e-11 1.11143e-10 7.22083e-11 3.4942e-10 3.29287e-10 5.01187e-10 3.69024e-10 4.10586e-10 3.42277e-10 6.28515e-10 3.1918e-10 3.42656e-10
threshold=0.068920000000000023 0.093335000000000015 -0.032929999999999994 0.092410000000000006 0.088235000000000022 0.094075000000000006 0.084760000000000016 -0.015429999999999998 1.0000000180025095e-35 -0.078369999999999981 -0.083359999999999976 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.093975000000000017 -0.079429999999999987 0.087535000000000016 0.085625000000000021 -0.076979999999999979 -0.26625499999999996 0.10613000000000002 0.10527500000000002 0.10912000000000001 0.11018500000000002 0.10126500000000001 0.10654500000000001 -0.096099999999999977 -0.0073899999999999999 0.087570000000000023 0.11237500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 8 6 9 -5 11 10 -1 12 14 -13 18 16 -15 -18 -4 -20 21 -17 26 -24 25 28 -22 -28 29 -25
right_child=-2 -3 3 7 -6 -7 -8 -9 -10 -11 -12 13 -14 15 -16 20 17 -19 19 -21 22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=1.4362516490900421e-07 -1.7490509975459646e-07 2.1986934681805794e-07 1.3582520127470319e-07 -5.9021592354232181e-09 -3.787651002085113e-07 -2.5859943619563652e-07 -2.4089347641620408e-07 3.5935358123030992e-07 2.3493610200375771e-07 2.3066609671218431e-07 -9.463335896637343e-08 -6.9590820598622576e-07 9.9780246614500362e-07 -1.8261474505010258e-07 -2.9740743668428751e-07 3.4845602182172984e-09 4.6875912467214676e-07 -2.7185232847446257e-09 -2.3597266191425584e-07 9.7675051449138575e-10 3.9152771483157205e-08 3.7256157816920262e-07 4.7514811894546126e-07 -3.1552873477639054e-07 -4.061180331286589e-07 3.6046551637833424e-07 -3.589165361439012e-08 -7.8352550874879786e-07 2.6288258080090345e-07 -2.0871172745281146e-08
leaf_weight=23 20 24 29 21 20 36 25 26 20 24 36 22 20 20 21 1914 24 23 24 113 29 26 21 44 24 29 23 22 35 383
leaf_count=23 20 24 29 21 20 36 25 26 20 24 36 22 20 20 21 1914 24 23 24 113 29 26 21 44 24 29 23 22 35 383
internal_value=0 1.12196e-09 -5.84225e-10 2.76225e-09 -3.87233e-10 -6.87455e-08 -5.46086e-09 1.96154e-07 2.25323e-09 6.54526e-08 -1.75292e-09 6.18069e-10 5.8437e-08 -3.91718e-09 -4.20299e-08 1.9001e-09 1.12469e-07 2.38036e-07 -9.72313e-09 -4.05326e-08 -1.00504e-09 8.43095e-09 -3.10146e-08 -3.71503e-09 -2.32415e-08 -4.52654e-09 -2.28752e-07 -4.01402e-07 -2.74373e-08 -5.1234e-08
internal_weight=0 3101 3077 2933 2886 144 108 47 2866 83 59 2846 207 2639 187 2617 67 47 166 137 2550 1940 610 536 515 491 74 45 462 427
internal_count=3121 3101 3077 2933 2886 144 108 47 2866 83 59 2846 207 2639 187 2617 67 47 166 137 2550 1940 610 536 515 491 74 45 462 427
is_linear=0
shrinkage=0.1


Tree=9549
num_leaves=31
num_cat=0
split_feature=45 2 1429 156 12 4 1 1 0 12 13 1 376 3 33 10 9 10 12 0 1213 133 15 12 13 16 16 160 15 3
split_gain=5.93817e-11 5.24313e-10 1.36906e-10 1.51819e-10 7.04806e-11 1.36473e-10 7.33896e-11 2.45984e-10 1.40778e-10 1.91915e-10 1.25343e-10 9.12676e-11 1.15012e-10 2.15438e-10 1.43277e-10 9.11058e-11 1.71285e-10 1.16218e-10 9.69883e-11 6.42631e-10 1.61744e-10 2.68609e-10 2.493e-10 4.09227e-10 1.98221e-10 3.49895e-10 4.83741e-10 1.98742e-10 2.21971e-10 1.91747e-10
threshold=0.084355000000000013 0.10672500000000001 -0.23752499999999996 0.32523500000000005 0.23631000000000002 0.63113500000000011 0.13559000000000002 0.13756000000000004 -0.09515499999999999 -0.085119999999999987 -0.059629999999999996 0.13332000000000002 0.085245000000000015 1.0000000180025095e-35 -0.0066799999999999993 -0.084119999999999986 0.037245000000000007 -0.15282499999999996 0.099815000000000015 0.10455500000000001 -0.063509999999999997 1.0000000180025095e-35 0.11171000000000002 0.11650500000000001 -0.063184999999999977 -0.11118499999999999 -0.087659999999999988 -0.063384999999999983 -0.066844999999999988 -0.079379999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 11 -8 -9 -10 -11 12 14 -14 -4 17 18 -16 -17 20 21 -20 24 -24 -22 -26 -27 -28 -29 -30
right_child=1 -3 3 -5 -6 -7 7 8 9 10 -12 -13 13 -15 15 16 -18 -19 19 -21 22 -23 23 -25 25 26 27 28 29 -31
leaf_value=-2.6253740003312488e-07 5.0470931153512314e-07 -1.5629556803749741e-07 2.2324388330891205e-07 2.7456582820661882e-07 -1.8442253127388887e-07 2.1915787655757414e-07 -3.5103930582198911e-07 1.8931993226774301e-07 -3.4343150900895125e-07 2.1160317265596294e-07 -8.7614038758401655e-08 1.9917719496136312e-07 1.2406190581970852e-09 -3.9603812171305569e-07 -1.2664872948355631e-08 7.859399865275998e-09 -2.3246493099371435e-07 3.2040530925314673e-07 4.3400442493179982e-07 -5.9879548018670915e-07 2.0636378115622661e-07 -2.7847577357801239e-08 -4.8688075262740917e-07 4.9751955615378128e-08 3.0798356607419919e-07 -4.8949506858793238e-07 -2.5857153553537112e-07 2.5267056538027918e-07 1.2176427893401913e-07 -1.9186575145627415e-07
leaf_weight=20 20 30 29 20 21 28 26 27 20 21 42 23 39 21 22 2298 32 20 20 20 39 34 30 27 25 26 28 34 35 44
leaf_count=20 20 30 29 20 21 28 26 27 20 21 42 23 39 21 22 2298 32 20 20 20 39 34 30 27 25 26 28 34 35 44
internal_value=0 1.08106e-07 -1.75584e-09 -4.63586e-11 -1.85838e-09 -5.84679e-10 -2.64799e-09 -7.44128e-08 -9.02832e-09 -7.35512e-08 1.2125e-08 7.81389e-10 -8.35013e-10 -1.37807e-07 2.1394e-09 -2.05888e-10 -2.48602e-09 1.4594e-07 2.80639e-10 -4.78298e-08 -1.56096e-08 1.43209e-07 -4.53881e-08 -2.32686e-07 8.28389e-10 -4.0921e-08 -9.31522e-08 -2.00677e-08 3.90306e-08 -5.29157e-08
internal_weight=0 50 3071 3051 3031 3010 2982 136 110 83 63 2846 2823 60 2763 2734 2692 42 2660 362 342 54 288 57 231 192 167 141 113 79
internal_count=3121 50 3071 3051 3031 3010 2982 136 110 83 63 2846 2823 60 2763 2734 2692 42 2660 362 342 54 288 57 231 192 167 141 113 79
is_linear=0
shrinkage=0.1


Tree=9550
num_leaves=31
num_cat=0
split_feature=472 1429 1425 52 3 475 475 484 13 475 1374 3 4 4 474 51 151 142 11 33 9 16 13 448 147 150 0 151 150 1374
split_gain=7.20754e-11 1.53189e-10 8.38208e-11 8.17251e-11 2.79192e-10 6.73228e-11 7.80569e-10 6.51381e-10 2.65169e-10 2.62713e-10 1.12932e-10 4.03547e-10 8.71393e-11 1.52686e-10 8.28601e-11 1.12964e-10 8.12593e-11 2.30985e-10 9.13799e-11 1.62068e-10 9.73486e-11 2.67379e-09 8.26978e-10 7.95429e-11 1.73359e-10 2.0303e-10 2.64636e-10 2.47017e-10 1.90207e-10 3.50085e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.10034500000000002 -0.55692499999999978 -0.086274999999999977 -0.086279999999999982 -0.085684999999999997 0.085790000000000019 -0.08459499999999999 -0.08466499999999999 -0.035729999999999991 0.090900000000000009 -0.52556499999999995 -0.51253999999999988 0.089190000000000005 -0.10201499999999998 0.13340000000000005 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.085555000000000006 -0.056919999999999991 -0.099939999999999987 0.030280000000000001 0.092780000000000015 0.099310000000000009 -0.11173999999999999 0.06617000000000002 0.090480000000000019 0.089635000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 8 -5 -8 11 -11 -12 -14 15 -10 17 -15 -19 -20 23 22 -22 24 25 27 -27 28 29 -21
right_child=1 2 -4 5 -6 6 9 -9 14 10 12 -13 13 16 -16 -17 -18 18 19 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.7262302446733696e-07 2.5846006879063403e-07 -8.1695402403485991e-08 -1.7937152238053282e-07 3.1866839503891246e-07 3.24261020345773e-07 6.0900367608545441e-07 -2.8342687481554231e-07 -5.5367033405178998e-07 -3.1100859999355634e-07 3.9283301961843569e-07 1.5917149134090572e-07 -1.7513219887632659e-07 -2.6668645887184538e-07 3.1537959209206593e-07 1.1584621404381324e-07 -1.1498045433413876e-08 -1.5140469697725066e-07 -1.8259489849015155e-07 -2.5964021019101814e-07 -4.2686184342088534e-10 1.0213857701200726e-07 1.0741833303029582e-06 -7.9635366304842133e-07 -1.7231051161717106e-07 2.1510343638178833e-07 -4.1187831190772733e-07 -3.9418261748708645e-08 3.1535689151951377e-07 2.307237714051423e-07 -4.1059366524331427e-07
leaf_weight=24 23 36 26 25 32 21 33 23 20 29 33 22 22 23 20 34 36 28 24 2289 21 20 20 27 37 27 65 25 35 21
leaf_count=24 23 36 26 25 32 21 33 23 20 29 33 22 22 23 20 34 36 28 24 2289 21 20 20 27 37 27 65 25 35 21
internal_value=0 1.34292e-09 -5.80855e-10 9.44262e-10 1.09343e-07 -1.52926e-09 1.57617e-09 -7.42778e-08 3.70962e-08 -2.92013e-09 3.81131e-10 1.47828e-07 -2.35037e-09 -4.31001e-09 -5.80295e-08 -1.22428e-07 -2.17054e-09 -1.52346e-10 -2.90234e-09 -9.75342e-10 1.42433e-09 1.26254e-07 -3.3615e-07 -1.59017e-09 2.54352e-10 -2.97449e-09 -1.48727e-07 2.68342e-09 -6.49988e-10 -4.15565e-09
internal_weight=0 3097 3074 3048 68 2980 2858 122 99 2837 2804 51 2753 2720 74 54 2698 2662 2639 2611 2587 61 41 2526 2499 2462 92 2370 2345 2310
internal_count=3121 3097 3074 3048 68 2980 2858 122 99 2837 2804 51 2753 2720 74 54 2698 2662 2639 2611 2587 61 41 2526 2499 2462 92 2370 2345 2310
is_linear=0
shrinkage=0.1


Tree=9551
num_leaves=31
num_cat=0
split_feature=1429 1420 11 12 12 155 11 11 40 10 16 10 10 10 11 45 14 156 1184 1456 4 3 13 1456 42 4 133 1456 483 2
split_gain=6.10185e-11 1.06631e-10 7.00873e-11 3.75228e-10 6.28892e-10 2.98722e-10 2.76008e-10 8.21581e-11 7.80749e-11 9.02677e-11 1.4155e-09 9.90614e-10 2.71762e-10 1.67396e-10 8.97034e-11 7.61368e-11 1.15754e-10 2.74506e-10 1.47782e-10 9.06668e-11 3.26308e-10 5.16345e-10 1.78083e-10 1.31554e-10 5.50026e-10 2.44928e-10 3.07284e-10 1.80129e-10 1.32169e-10 1.04398e-10
threshold=0.12521000000000002 -0.086589999999999986 0.088215000000000002 0.10149500000000002 0.091715000000000005 0.13657000000000002 0.099410000000000012 0.086595000000000019 -0.24290999999999999 -0.012544999999999999 -0.056919999999999991 -0.094984999999999986 -0.0091199999999999979 -0.40134499999999995 -1.0000000180025095e-35 0.084355000000000013 -0.23801999999999998 0.09747500000000002 0.089075000000000015 -0.11085999999999999 -0.081609999999999988 -0.082794999999999994 -0.083764999999999992 -0.079704999999999984 0.088465000000000002 -0.012509999999999999 0.085075000000000026 -0.074164999999999995 0.11634500000000002 0.11448000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 7 -5 8 -3 10 11 13 -11 -10 -14 16 17 -16 19 20 -18 -22 -23 24 25 -21 -27 -25 29 -29
right_child=-2 2 3 6 -6 -7 -8 -9 9 12 -12 -13 14 -15 15 -17 18 -19 -20 23 21 22 -24 27 -26 26 -28 28 -30 -31
leaf_value=-2.2569340130541518e-07 1.7411039479497958e-07 -1.9315654504853661e-07 -1.2701724394694545e-07 -3.6470933527316845e-07 5.8200968884773777e-07 -3.6144245600751122e-07 8.6558274471247973e-08 2.0233872765729189e-07 -6.9640867650377919e-08 -3.529871585008302e-07 6.7936763598638588e-07 -6.5530748042874629e-07 2.0576006611977825e-07 3.3009318539970169e-07 -3.1024864857293349e-07 1.4277911410213545e-07 -2.0600944163073076e-07 9.8280095577483113e-08 2.7046619237580672e-07 2.6445127059560039e-07 5.8088979434008558e-07 -2.1481599798534035e-07 1.7306210460101911e-07 2.832497615527659e-07 -5.5975731295373778e-07 1.0684142333926816e-07 -4.074654280354177e-07 6.2843794207159811e-09 -1.9174065232849333e-07 -5.889759626260704e-08
leaf_weight=21 20 21 22 23 29 23 33 20 20 22 29 25 21 22 38 36 27 29 20 25 24 20 29 22 22 26 21 2116 37 278
leaf_count=21 20 21 22 23 29 23 33 20 20 22 29 25 21 22 38 36 27 29 20 25 24 20 29 22 22 26 21 2116 37 278
internal_value=0 -1.12097e-09 4.10204e-10 7.99253e-08 2.76155e-07 -2.45159e-09 -9.87838e-08 3.4732e-10 -1.03146e-09 3.55486e-10 9.57105e-08 -1.56917e-07 -2.89872e-09 1.39744e-07 -1.39155e-10 -1.70012e-09 -3.60256e-09 -1.33423e-07 -3.41232e-10 -2.38738e-09 9.10158e-08 2.00874e-07 1.47445e-08 -6.05456e-09 -1.22152e-07 1.15609e-08 -1.22955e-07 -1.60566e-09 -4.18354e-09 -1.28479e-09
internal_weight=0 3101 3080 107 51 2973 56 2950 2930 2909 96 67 2813 42 2791 2770 2734 67 2667 2647 100 73 49 2547 94 72 47 2453 2431 2394
internal_count=3121 3101 3080 107 51 2973 56 2950 2930 2909 96 67 2813 42 2791 2770 2734 67 2667 2647 100 73 49 2547 94 72 47 2453 2431 2394
is_linear=0
shrinkage=0.1


Tree=9552
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 475 16 16 1447 1447 16 42 16 16 3 16 16 482 482 482 376 4 39 9 41 9 2 15 2 1447 2
split_gain=6.5034e-11 1.19713e-10 7.12125e-11 7.95778e-11 2.03779e-10 7.33187e-11 3.29262e-10 2.44446e-10 5.2798e-10 2.51586e-10 7.24052e-10 1.99338e-10 6.32721e-10 6.1542e-10 3.4853e-10 3.02999e-10 1.84866e-10 4.19728e-10 2.52024e-10 1.75041e-10 2.16064e-10 1.68197e-10 1.59178e-10 3.08752e-10 1.45906e-10 2.82908e-10 1.28549e-09 1.50033e-10 9.1526e-10 9.46686e-10
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.054654999999999988 -0.011519999999999997 -0.014754999999999999 -0.016164999999999995 -0.086279999999999982 -0.084334999999999979 -0.011989999999999999 0.083595000000000017 -0.0094449999999999968 -0.0087049999999999992 -0.086224999999999982 -0.008069999999999999 -0.0068949999999999992 0.098465000000000011 0.090355000000000005 0.085875000000000021 0.084075000000000011 0.08184000000000001 -1.0000000180025095e-35 0.088235000000000022 0.086565000000000017 0.091600000000000015 -0.0050599999999999994 -0.10203999999999998 0.091055000000000011 0.040965000000000008 0.089725000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 16 -7 -9 10 -10 13 -13 -11 -14 -16 17 18 19 24 -21 -17 23 -23 25 26 -5 28 29 -27
right_child=1 2 3 5 -6 7 -8 8 9 11 -12 12 14 -15 15 21 -18 -19 -20 20 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-1.6397819321648894e-07 2.2856612698364109e-07 -1.6851626304514868e-07 -9.1049888745991276e-08 8.0318845024604277e-07 2.6864891995930723e-07 -2.7085620801196787e-07 3.868020616229605e-07 4.3238051535063546e-07 9.5485994003970868e-08 5.6363235080919802e-07 -7.0483125927722775e-07 -4.6812242911278922e-07 3.5943998716447823e-07 -1.2903474631469118e-07 -3.6235530728845336e-07 2.4635790236970934e-07 -2.9628969144823714e-07 4.3388226562111351e-07 -3.4043018461358899e-07 4.449425776442695e-07 3.8874709355689833e-08 -2.1241884586880802e-08 -2.887007434808419e-07 3.1651573217621785e-07 -1.9981876310534322e-07 1.6211405438607208e-08 -2.5508315986873716e-07 3.6564021305005638e-08 -6.7831645001855837e-07 -3.763266568294436e-07
leaf_weight=24 23 25 28 22 36 38 23 26 26 23 20 31 25 29 25 25 20 23 21 20 38 810 21 28 35 889 24 656 21 66
leaf_count=24 23 25 28 22 36 38 23 26 26 23 20 31 25 29 25 25 20 23 21 20 38 810 21 28 35 889 24 656 21 66
internal_value=0 1.27164e-09 -4.28999e-10 9.49218e-10 1.11281e-07 -1.41635e-09 1.07897e-08 -2.15395e-08 -1.28398e-08 -2.37294e-08 -2.52478e-07 -1.33829e-08 -2.366e-08 1.77337e-07 -8.90807e-09 -1.90387e-08 6.07672e-09 9.40858e-09 3.96054e-09 8.04422e-09 1.78898e-07 -9.32947e-09 -1.67709e-08 -9.95643e-09 2.25933e-09 6.4743e-09 2.51047e-07 -4.19281e-10 -2.52769e-08 -1.09169e-08
internal_weight=0 3097 3074 3049 64 2985 1858 1127 1089 1063 46 1017 965 52 934 909 1835 1815 1792 1771 58 884 859 838 1713 1678 46 1632 976 955
internal_count=3121 3097 3074 3049 64 2985 1858 1127 1089 1063 46 1017 965 52 934 909 1835 1815 1792 1771 58 884 859 838 1713 1678 46 1632 976 955
is_linear=0
shrinkage=0.1


Tree=9553
num_leaves=31
num_cat=0
split_feature=132 1185 43 403 0 2 3 133 52 0 130 1429 156 1429 51 1429 475 47 47 10 47 44 47 9 9 376 16 49 40 2
split_gain=5.83852e-11 3.08467e-10 1.44038e-10 1.49571e-10 7.19701e-11 8.49617e-11 1.41549e-10 1.6045e-10 1.41115e-10 8.38571e-11 7.89692e-11 5.98621e-11 1.4284e-10 6.65399e-11 1.14084e-10 9.33965e-11 2.89473e-10 5.75253e-11 6.42112e-10 6.19157e-10 1.93849e-10 1.19729e-10 2.7079e-10 1.07598e-10 1.50765e-10 1.06762e-10 1.36267e-10 9.55926e-11 9.93279e-11 1.79361e-10
threshold=-0.083174999999999985 -0.083264999999999992 -0.0098449999999999979 -0.075504999999999975 -0.098289999999999975 0.089725000000000013 -0.073309999999999986 -0.40071499999999999 0.08709500000000002 -0.082724999999999979 -0.015164999999999998 -0.23752499999999996 0.32523500000000005 -0.087914999999999979 -0.091704999999999995 -0.060529999999999994 -0.011519999999999997 0.094160000000000008 0.090100000000000013 -0.0026549999999999994 0.097970000000000015 0.099360000000000018 0.10254000000000001 0.089995000000000006 0.10750500000000002 0.085245000000000015 -0.016164999999999995 -0.013914999999999999 -0.045684999999999996 0.11704500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 8 -7 -8 9 10 -6 -3 13 14 -13 16 -15 18 23 -19 -21 22 -22 25 -25 -17 -27 -24 -29 -30
right_child=1 11 4 -5 5 6 7 -9 -10 -11 -12 12 -14 15 -16 17 -18 19 -20 20 21 -23 27 24 -26 26 -28 28 29 -31
leaf_value=-4.8829336662947755e-08 3.8565791988904017e-07 -1.714023966314926e-07 -1.6183852802844112e-07 -4.1257751028922488e-07 -3.3505420375945505e-08 -7.6765023072345723e-08 4.2081579238129052e-07 2.5051507078290213e-08 -2.7373561259818894e-07 -1.4105790103968731e-07 2.4414352545980886e-07 3.2175794009835161e-08 2.6851592537013859e-07 -8.1699085626496537e-08 -2.902020912169216e-07 1.496891183690637e-09 4.2871790128629073e-07 5.7893055242175248e-07 -4.4317945005125443e-07 -2.8224905409243463e-07 3.5375362913852703e-07 -1.8460040743425073e-07 1.9724944510339053e-07 3.0120836517052603e-07 -3.6653412166742786e-08 1.7499347596380438e-08 -2.5960281233336803e-07 1.9370211518321414e-07 5.9844689457934563e-09 -2.8249397843183033e-07
leaf_weight=26 21 20 26 20 20 27 20 21 21 20 21 23 20 25 21 2304 20 20 33 22 26 24 24 28 25 35 36 20 126 26
leaf_count=26 21 20 26 20 20 27 20 21 21 20 21 23 20 25 21 2304 20 20 33 22 26 24 24 28 25 35 36 20 126 26
internal_value=0 3.78769e-09 -4.94229e-08 -2.06981e-07 -8.24296e-09 1.83803e-08 1.01026e-07 2.18107e-07 -5.01549e-08 2.68155e-08 1.08705e-07 1.00128e-09 2.20774e-09 3.31013e-10 -1.21686e-07 2.25255e-09 1.45153e-07 -8.66732e-11 -5.03527e-09 4.21998e-08 2.14528e-09 2.75789e-08 5.05172e-08 9.19733e-10 1.4184e-07 -2.225e-09 -1.23003e-07 1.0292e-08 -1.57951e-08 -4.33605e-08
internal_weight=0 2899 222 46 176 150 68 41 82 61 41 2878 2858 2838 44 2794 45 2749 2461 288 268 246 222 2428 53 2375 71 196 172 152
internal_count=3121 2899 222 46 176 150 68 41 82 61 41 2878 2858 2838 44 2794 45 2749 2461 288 268 246 222 2428 53 2375 71 196 172 152
is_linear=0
shrinkage=0.1


Tree=9554
num_leaves=31
num_cat=0
split_feature=472 1429 1426 156 1428 1366 46 475 47 47 47 52 3 49 157 157 0 2 52 2 13 15 16 49 151 0 148 480 160 1
split_gain=6.4487e-11 1.0969e-10 6.05705e-11 1.18011e-10 1.0675e-10 5.6969e-11 8.11417e-11 2.64127e-10 7.97214e-11 7.21626e-10 3.40378e-10 8.47866e-11 3.25174e-10 7.83079e-11 2.37139e-10 3.5366e-10 2.57526e-10 6.15569e-10 4.25692e-10 2.69397e-10 2.24646e-10 1.92056e-10 3.77519e-10 1.61055e-10 1.51975e-10 3.36506e-10 1.43248e-10 1.29086e-10 1.63026e-10 9.20369e-10
threshold=-0.38234499999999999 -0.23587499999999997 -0.061919999999999996 0.094765000000000016 0.091025000000000009 -0.087024999999999977 0.10253500000000002 0.093020000000000005 0.092165000000000011 0.09585500000000001 0.088915000000000008 0.51775000000000004 -0.07928499999999998 0.09517500000000001 -0.086244999999999988 -0.06482499999999998 -0.069954999999999976 0.11510000000000002 -0.40967499999999996 0.10644500000000001 -0.068269999999999983 -0.09551999999999998 -0.097644999999999996 0.092975000000000016 -0.10737499999999998 -0.085134999999999975 -0.098399999999999974 0.11471500000000003 -0.41706499999999996 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 8 10 -10 11 13 -13 23 -15 -16 19 -18 -19 21 -21 22 -17 24 25 -7 -26 28 29 -28
right_child=1 2 4 -5 -6 6 -8 -9 9 -11 -12 12 -14 14 15 16 17 18 -20 20 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-1.6328700832938621e-07 2.1883714006899819e-07 4.9149776373269561e-08 1.53028287789662e-07 -2.9437709315516258e-07 2.1131550775876917e-07 4.544005177078618e-07 -1.7422908047979879e-07 3.235804178984836e-07 -5.9006145305503481e-07 -6.3863544237341582e-09 3.3203923728082841e-07 -9.2379751538740702e-08 3.9790979190120386e-07 -3.3634333762906695e-07 3.5830769372130984e-07 1.7818041810726383e-08 -5.8330349731302735e-07 3.5824323305178043e-07 -2.5541287129726697e-07 -8.840584314384614e-09 4.150893180963067e-07 6.6344404583005179e-08 -5.554024414777814e-07 2.59691535002086e-07 -2.6466024610813512e-07 -5.4004231818301685e-08 6.4183863682933175e-09 2.2840931232318932e-07 1.8098135508719742e-09 -7.373227734319699e-07
leaf_weight=24 23 20 24 20 24 23 27 25 23 268 31 31 24 27 22 27 28 20 26 25 25 43 20 24 21 30 99 24 2053 20
leaf_count=24 23 20 24 20 24 23 27 25 23 268 31 31 24 27 22 27 28 20 26 25 25 43 20 24 21 30 99 24 2053 20
internal_value=0 1.26637e-09 -3.61515e-10 -1.22614e-07 1.25025e-09 -4.24692e-10 -1.65807e-09 -8.34125e-11 -2.84128e-09 -5.25188e-08 2.62831e-09 -1.28124e-09 1.21565e-07 -3.9236e-09 -5.56076e-08 -2.34895e-08 -6.27397e-08 -2.13627e-07 1.13941e-08 1.70148e-08 2.03124e-07 -8.63795e-08 -2.26106e-07 2.00181e-09 -7.22663e-10 1.66624e-07 -4.72329e-09 -2.23755e-09 -4.78614e-09 -1.1858e-07
internal_weight=0 3097 3074 40 3034 3010 2986 2959 2934 291 2643 2612 55 2557 263 236 214 74 46 140 50 90 47 2294 2270 53 2217 2196 2172 119
internal_count=3121 3097 3074 40 3034 3010 2986 2959 2934 291 2643 2612 55 2557 263 236 214 74 46 140 50 90 47 2294 2270 53 2217 2196 2172 119
is_linear=0
shrinkage=0.1


Tree=9555
num_leaves=31
num_cat=0
split_feature=1429 156 2 1446 132 0 1203 0 481 2 1447 480 484 4 4 402 403 129 12 34 2 13 15 2 15 43 133 484 47 1
split_gain=5.68442e-11 1.30837e-10 5.49501e-11 5.96211e-10 6.23983e-10 2.09831e-09 1.35899e-09 5.52885e-10 5.10065e-10 4.39352e-10 3.16912e-10 3.03974e-10 2.42517e-10 2.91463e-10 1.43707e-09 9.74952e-10 3.59096e-10 1.98899e-10 2.37276e-10 2.61796e-10 1.87152e-10 5.89454e-10 7.81463e-10 1.87287e-10 1.04993e-09 1.21755e-09 3.71496e-10 1.85925e-10 1.67597e-10 1.62291e-09
threshold=-0.23752499999999996 0.32523500000000005 0.083715000000000026 0.083830000000000002 -0.083284999999999984 -0.082284999999999983 0.088310000000000013 -0.086234999999999992 -0.0095549999999999993 0.083935000000000023 0.059120000000000013 0.11144000000000001 -0.023814999999999996 -0.083644999999999983 -0.081224999999999978 0.079755000000000006 -0.52336499999999997 0.085395000000000013 0.089300000000000004 -0.0011599999999999998 0.084415000000000004 -0.085584999999999981 0.084050000000000014 0.084985000000000019 0.085550000000000015 -0.0047449999999999992 -0.010909999999999998 -0.092084999999999986 0.094160000000000008 0.093205000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -5 -6 -4 11 20 27 15 -15 17 -16 18 19 -14 21 -11 -23 24 25 26 -22 -10 -18 -30
right_child=1 -3 9 7 6 -7 -8 -9 12 10 -12 -13 13 14 16 -17 28 -19 -20 -21 23 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.6017376955284654e-07 -2.8205428006715566e-07 2.560824226449654e-07 -3.6548839073655953e-07 7.1284729486982863e-07 -4.7429224268440032e-07 1.118468357645952e-06 -8.3560263334447878e-07 7.4156922079110351e-08 4.2771759467541415e-09 5.4644325246044897e-07 3.1422670424086804e-07 -2.9594299727856802e-07 5.497640508167479e-08 7.479466085928364e-07 -3.5341894957241496e-07 -7.4676437634479963e-07 1.2926378049063615e-08 2.6378808865956672e-07 1.7304760466283999e-07 -4.3971806079575206e-07 -5.7379569479313175e-07 3.5232044740237972e-07 -5.0051937407824021e-07 -1.7093781119190369e-09 -7.8905860192435293e-07 6.1302152030151549e-07 -2.1523358825483041e-08 -3.4798350104243849e-07 9.1635641116350932e-07 -5.7530909357085746e-08
leaf_weight=22 23 20 34 23 22 20 20 33 29 25 31 36 20 29 24 20 383 25 26 23 21 22 21 1966 20 24 29 31 22 77
leaf_count=22 23 20 34 23 22 20 20 33 29 25 31 36 20 29 24 20 383 25 26 23 21 22 21 1966 20 24 29 31 22 77
internal_value=0 1.1387e-09 -5.17312e-10 2.11161e-08 -1.12593e-09 3.69352e-07 -2.23384e-08 3.36476e-07 -8.76251e-11 -8.76693e-09 -3.2414e-09 -7.78923e-09 1.46268e-08 3.24096e-08 6.33442e-08 -1.12766e-07 2.41081e-08 2.21272e-08 -6.54312e-08 -2.09628e-07 -2.91445e-09 1.60312e-07 -6.41827e-08 -8.30251e-09 -1.46197e-07 2.7549e-08 -2.53478e-07 -1.77724e-07 4.29061e-08 1.58888e-07
internal_weight=0 3099 3079 850 794 43 751 56 731 2229 2195 2164 709 649 535 114 506 94 69 43 2128 68 43 2060 94 74 50 60 482 99
internal_count=3121 3099 3079 850 794 43 751 56 731 2229 2195 2164 709 649 535 114 506 94 69 43 2128 68 43 2060 94 74 50 60 482 99
is_linear=0
shrinkage=0.1


Tree=9556
num_leaves=31
num_cat=0
split_feature=472 1429 1425 43 43 1210 132 399 1185 15 48 48 1 4 0 0 52 52 2 1212 4 15 52 42 12 133 1212 156 1428 156
split_gain=6.70797e-11 1.01391e-10 6.80937e-11 6.50987e-11 3.14365e-10 2.53558e-10 1.62083e-10 1.80265e-09 9.67448e-10 2.43838e-10 1.40836e-10 2.00075e-10 1.51976e-10 4.1092e-10 1.74304e-10 1.55187e-10 1.18847e-10 1.80021e-10 1.6966e-10 1.97624e-10 1.52103e-10 2.04197e-10 1.19272e-10 1.09429e-10 1.43068e-10 1.04898e-10 9.39327e-11 9.57773e-11 1.49112e-10 1.44089e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.10034500000000002 0.060960000000000007 0.055925000000000009 0.258635 -0.083284999999999984 0.09141500000000001 -0.083264999999999992 0.084905000000000022 0.10697000000000002 0.094075000000000006 0.090275000000000008 -0.069389999999999993 -0.11242999999999999 -0.10096999999999999 0.10347000000000002 -0.14488499999999996 0.089125000000000024 1.0000000180025095e-35 0.0061450000000000003 0.090455000000000021 0.11808500000000001 -0.018024999999999996 1.0000000180025095e-35 -0.17773999999999998 0.13592000000000001 0.10541000000000002 -0.020064999999999996 0.11659000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 9 -8 -3 11 12 14 -14 -5 -16 17 -17 19 -19 21 -20 -18 -15 -25 -10 27 28 -27 -29
right_child=1 2 -4 10 -6 -7 8 -9 25 -11 -12 -13 13 23 15 16 22 18 20 -21 -22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-1.6653564625102037e-07 2.1047204555820232e-07 2.2407963543139277e-08 -1.6141913400465805e-07 2.6702271339236939e-07 3.2856394057034781e-07 -3.5169142591939823e-07 -6.5977887479882411e-07 9.8415045091115871e-07 -2.2179234633767923e-07 -3.7170048756252071e-07 2.212718598570973e-07 -3.5093644192957509e-07 -5.4067760412834787e-07 -2.3770965153094689e-07 -2.6875202327015687e-07 -1.8103679137850662e-07 -3.0573920423107451e-07 1.4989424452475458e-07 5.4713848006334351e-07 -2.2678011952428698e-07 1.3909905646869448e-08 1.1118764343171443e-07 3.1295566789898052e-08 -7.8269815288775954e-08 2.3289545987898406e-07 -2.4595359538655738e-07 1.9722028886585227e-07 2.4302254976658689e-07 4.599418933004144e-09 -1.847623969528568e-10
leaf_weight=24 23 73 26 24 30 20 22 20 20 20 20 21 20 21 22 27 21 30 21 26 25 22 21 45 22 24 26 42 2305 58
leaf_count=24 23 73 26 24 30 20 22 20 20 20 20 21 20 21 22 27 21 30 21 26 25 22 21 45 22 24 26 42 2305 58
internal_value=0 1.29302e-09 -2.72083e-10 1.10253e-09 6.68407e-09 3.01243e-09 5.73047e-09 1.22874e-07 4.29215e-10 -6.23465e-08 -3.71626e-08 -5.1208e-08 -3.30688e-08 -1.31518e-07 1.14185e-08 -1.71141e-08 1.157e-08 5.29559e-08 1.03906e-07 -2.49903e-08 2.10056e-07 3.24094e-07 -1.37222e-07 -3.85266e-08 2.39039e-08 6.29773e-09 8.1559e-09 6.13216e-09 2.01751e-09 1.01962e-07
internal_weight=0 3097 3074 3048 2660 2630 2610 113 2497 93 388 368 347 108 239 215 193 151 124 56 68 43 42 88 67 2475 2455 2429 2329 100
internal_count=3121 3097 3074 3048 2660 2630 2610 113 2497 93 388 368 347 108 239 215 193 151 124 56 68 43 42 88 67 2475 2455 2429 2329 100
is_linear=0
shrinkage=0.1


Tree=9557
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1203 132 130 12 130 1213 1204 12 2 1429 156 1208 1209 1208 1210 1213 2 402 43 402 402 0 1210 403 42 402 3
split_gain=7.22716e-11 2.58453e-10 2.43805e-10 8.36461e-11 8.39923e-11 1.20495e-10 1.0244e-10 2.7728e-10 7.51152e-11 7.1055e-11 1.98997e-10 2.46894e-10 6.27383e-11 1.20794e-10 5.88947e-11 8.35954e-11 1.66085e-10 7.55875e-11 8.29753e-11 1.37028e-10 8.54288e-11 2.63859e-10 1.02334e-10 1.36058e-10 1.06123e-10 8.24642e-11 5.66195e-10 8.23595e-10 9.71645e-11 1.54401e-10
threshold=-0.083449999999999983 -0.087384999999999977 0.089480000000000018 0.084795000000000023 -0.41127499999999995 0.10923000000000001 0.088105000000000003 0.096010000000000012 -0.0020849999999999996 -0.079429999999999987 0.087535000000000016 0.085625000000000021 -0.23752499999999996 0.32523500000000005 0.11846000000000001 0.11677000000000001 0.10233500000000001 -0.3960249999999999 0.18587500000000004 0.086285000000000014 -0.45015499999999992 0.05259500000000001 -0.10770499999999998 -0.095444999999999988 -0.072594999999999979 -0.065674999999999983 -0.0047449999999999992 0.086325000000000013 -0.0078149999999999973 -0.081814999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 8 -8 -6 10 -3 -12 -11 14 15 16 17 -14 20 -20 21 -19 24 -24 -22 26 27 -25 29 -27
right_child=1 9 -4 -5 6 -7 7 -9 -10 12 11 -13 13 -15 -16 -17 -18 18 19 -21 22 -23 23 25 -26 28 -28 -29 -30 -31
leaf_value=1.8459142811989609e-07 3.4559961105432281e-07 -1.6246533203201354e-07 -3.8839608848206806e-07 1.0714155003199722e-07 -1.8034736740446533e-07 -1.149882372146749e-07 -4.738255480095756e-07 3.4184918988666185e-08 5.801764200004283e-08 -1.7738004814304987e-07 4.3977142472802673e-07 -1.3819978406104383e-08 -1.6988482177229918e-07 2.4524265906933351e-07 1.5457278526772218e-07 -2.0151455564538473e-07 2.7891148685436443e-07 9.0700605578522956e-08 -1.8160890661043783e-08 3.1280226241134106e-07 -2.1551125131382935e-08 -3.4343185514476969e-07 -2.3674852286603712e-07 -9.7084469202330262e-08 2.4399962796906042e-07 3.3127408845719703e-08 -3.4287090116436053e-07 7.2440923032524511e-07 -2.5149740201588172e-09 -3.255751269174804e-07
leaf_weight=29 22 20 20 40 20 25 22 21 39 20 24 24 27 20 24 21 21 28 29 22 27 28 25 26 34 24 20 23 2372 24
leaf_count=29 22 20 20 40 20 25 22 21 39 20 24 24 27 20 24 21 21 28 29 22 27 28 25 26 34 24 20 23 2372 24
internal_value=0 4.14857e-09 -5.58072e-08 -2.18695e-08 -5.49493e-08 4.58971e-08 -1.08339e-07 -2.25727e-07 -2.27841e-08 1.54298e-09 1.02552e-07 2.12976e-07 -8.97022e-10 3.65826e-10 -1.39905e-09 -2.75977e-09 -1.23088e-09 -3.40253e-09 -1.72653e-09 1.24608e-07 -4.17543e-09 -1.26366e-07 -1.51809e-09 -4.62338e-09 1.26461e-07 -2.29187e-09 1.05504e-07 2.88515e-07 -5.3654e-09 -1.46224e-07
internal_weight=0 2905 216 196 156 54 102 43 59 2883 68 48 2815 2795 2775 2751 2730 2709 2682 51 2631 56 2575 2514 61 2489 69 49 2420 48
internal_count=3121 2905 216 196 156 54 102 43 59 2883 68 48 2815 2795 2775 2751 2730 2709 2682 51 2631 56 2575 2514 61 2489 69 49 2420 48
is_linear=0
shrinkage=0.1


Tree=9558
num_leaves=31
num_cat=0
split_feature=472 156 398 1204 132 1186 399 15 132 52 0 12 130 1429 474 1185 393 1185 43 130 4 130 130 394 0 16 403 0 1212 16
split_gain=6.86877e-11 1.01597e-10 6.41038e-11 1.11814e-10 7.38206e-11 1.64208e-09 1.37688e-09 2.00504e-10 8.83053e-11 6.78804e-11 1.03556e-10 9.77984e-11 7.13978e-11 6.39957e-11 1.05546e-10 6.32309e-11 9.99166e-11 6.70094e-11 6.83325e-11 1.72135e-10 1.13681e-10 7.86468e-11 4.85276e-10 2.19783e-10 1.15969e-10 1.21313e-10 1.07229e-10 9.80329e-11 9.18365e-11 8.46054e-10
threshold=-0.38234499999999999 0.14862 0.10505000000000002 0.053645000000000005 -0.083284999999999984 0.0044650000000000011 0.091580000000000009 0.088655000000000025 -0.030684999999999994 0.089575000000000016 -0.087084999999999982 0.087535000000000016 0.08610000000000001 0.12387000000000002 -0.23025999999999996 0.093750000000000014 0.09389500000000002 0.085905000000000009 -0.53814999999999991 -0.22699999999999995 0.63113500000000011 -0.004729999999999999 -0.0091299999999999975 -0.09095499999999998 -0.085669999999999982 -0.084939999999999988 0.62200000000000011 -0.10836499999999999 -0.089544999999999986 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 8 9 -6 10 11 -2 -12 14 -10 16 17 18 -16 -20 21 22 24 -23 27 -26 28 -21 29 -25
right_child=1 -3 -4 -5 6 -7 -8 -9 13 -11 12 -13 -14 -15 15 -17 -18 -19 19 20 -22 23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-1.6851606249682999e-07 -2.4088672680797821e-08 2.2596797947471716e-07 -1.328065321912517e-07 2.0033383500666399e-07 2.0628795514962156e-07 9.1524738081716357e-07 -7.7488054221644044e-07 -3.3506307529153547e-07 2.1057355397147149e-07 -1.5481567497606837e-07 -1.4717795582757593e-07 2.5551357088386731e-07 8.1483911141721038e-08 -1.7345366147413275e-07 1.5018516578414886e-07 -1.772075614780988e-07 1.9634844369201906e-07 1.3302581225149414e-07 -2.8270954036780828e-07 -5.6549613379853658e-08 2.1040565434304879e-07 3.2218849759552933e-07 -5.1972370727071395e-07 -4.1144585646672267e-07 -2.5875134230091137e-07 5.6005781109054934e-08 -2.0470649011791957e-07 2.1597079398127265e-07 -4.3890567717862262e-09 2.8050721057645627e-07
leaf_weight=24 22 20 36 28 21 20 23 21 24 24 36 29 22 21 29 20 26 37 22 22 25 21 21 24 25 24 26 33 2328 67
leaf_count=24 22 20 36 28 21 20 23 21 24 24 36 29 22 21 29 20 26 37 22 22 25 21 21 24 25 24 26 33 2328 67
internal_value=0 1.31222e-09 -1.48005e-10 1.42243e-09 -4.26061e-10 6.28002e-08 -4.30115e-09 -4.79073e-08 1.99265e-09 -2.56687e-09 3.09558e-08 1.34901e-07 -6.04441e-08 4.57693e-10 1.77425e-09 -4.79946e-11 1.24988e-09 -6.2607e-10 -2.48026e-09 -4.15854e-09 -1.81598e-09 -3.86366e-09 -8.12472e-08 5.88597e-11 7.29135e-09 -1.04585e-07 -2.7079e-09 1.06963e-07 -5.36768e-10 9.80141e-08
internal_weight=0 3097 3077 3041 3013 174 2839 154 2816 133 109 51 58 2795 2774 2750 2730 2704 2667 2638 2616 2591 125 2466 104 49 2445 55 2419 91
internal_count=3121 3097 3077 3041 3013 174 2839 154 2816 133 109 51 58 2795 2774 2750 2730 2704 2667 2638 2616 2591 125 2466 104 49 2445 55 2419 91
is_linear=0
shrinkage=0.1


Tree=9559
num_leaves=31
num_cat=0
split_feature=132 1185 1203 399 445 1366 47 47 10 47 148 447 46 47 9 9 376 376 13 40 123 123 40 39 0 0 0 48 49 1374
split_gain=7.19025e-11 3.33386e-10 1.47929e-10 5.96399e-11 5.73034e-11 6.62684e-11 6.3057e-11 5.97628e-10 4.95274e-10 1.37024e-10 1.11601e-10 9.94302e-11 9.58271e-11 3.4988e-10 8.81634e-11 1.24556e-10 9.14413e-11 1.56628e-10 1.31023e-10 1.36781e-10 9.59727e-11 1.22137e-10 2.18393e-10 3.35823e-10 1.04988e-10 4.51749e-10 2.47764e-10 3.03061e-10 3.93284e-10 2.38783e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.099080000000000015 -0.048849999999999998 -0.087024999999999977 0.094160000000000008 0.089640000000000011 -0.0026549999999999994 0.097970000000000015 -0.10069499999999999 0.094580000000000011 0.10253500000000002 0.10280000000000002 0.089995000000000006 0.10750500000000002 0.085245000000000015 0.084495000000000015 -0.073839999999999975 -0.080684999999999993 0.10129000000000001 0.084180000000000019 -0.083564999999999987 0.089790000000000023 -0.14723999999999998 -0.14116499999999996 -0.14920999999999998 0.087555000000000008 -0.070909999999999987 0.093235000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 7 10 -8 -10 -7 14 13 -11 16 -16 17 20 -18 -20 21 24 -23 -24 26 -26 27 28 -12 -27
right_child=1 3 -4 -5 5 6 8 -9 9 12 11 -13 -14 -15 15 -17 18 -19 19 -21 -22 22 23 -25 25 29 -28 -29 -30 -31
leaf_value=-2.3836841833713152e-08 4.0119641057788703e-07 -1.6066841068090361e-07 -2.6971652152342686e-07 1.7338775421649191e-07 1.7832948855590032e-07 2.0721203985483671e-07 5.2456675490475392e-07 -3.9338923417704003e-07 -2.3059658786905858e-07 4.3745438198411215e-07 -4.32773337403584e-07 -1.8842716258404836e-07 -1.793287563600643e-07 8.1759057974984516e-09 2.8345955255505173e-07 -3.9839703059773129e-08 -2.8691217384793738e-07 2.8040976143728361e-07 -1.766240741703355e-07 1.8471232507977222e-07 1.8336079387535978e-07 -4.1138446306376862e-07 2.0846774583364534e-07 -2.8647005607332144e-07 -3.8432981968540967e-07 3.9312506960044069e-09 3.8694828868363573e-07 2.9526250201123667e-07 3.5470533035786653e-08 -3.4336764137776759e-07
leaf_weight=194 21 22 28 20 21 26 20 39 22 21 21 28 20 198 26 22 27 20 22 20 28 20 29 26 31 1949 22 35 123 20
leaf_count=194 21 22 28 20 21 26 20 39 22 21 21 28 20 198 26 22 27 20 22 20 28 20 29 26 31 1949 22 35 123 20
internal_value=0 4.20107e-09 -5.48487e-08 1.3043e-09 1.00078e-10 1.34722e-09 2.69304e-11 -4.95706e-09 4.49716e-08 8.22096e-09 1.11462e-09 -1.0557e-09 3.02042e-08 4.93396e-08 1.09358e-09 1.35281e-07 -1.59801e-09 1.77025e-09 -1.15045e-07 -4.55912e-09 -6.48493e-10 -2.91223e-09 -1.28405e-07 -2.55029e-08 1.36398e-09 -5.55978e-09 7.02571e-08 3.13342e-08 -3.2815e-08 4.03583e-10
internal_weight=0 2899 222 2878 2858 2836 2815 2534 281 261 2495 2469 239 219 2441 48 2393 2324 69 42 2304 2276 75 55 2201 2000 201 179 144 1969
internal_count=3121 2899 222 2878 2858 2836 2815 2534 281 261 2495 2469 239 219 2441 48 2393 2324 69 42 2304 2276 75 55 2201 2000 201 179 144 1969
is_linear=0
shrinkage=0.1


Tree=9560
num_leaves=31
num_cat=0
split_feature=448 447 160 52 16 52 2 130 3 3 49 0 13 133 160 160 160 0 0 1210 9 2 1429 133 16 151 0 474 16 15
split_gain=5.93701e-11 1.31558e-10 6.65378e-11 1.89281e-10 5.98082e-10 4.20517e-10 3.37909e-10 4.19246e-10 3.21645e-10 5.35473e-10 1.855e-10 1.983e-10 1.61905e-10 1.58126e-10 1.32746e-10 1.19873e-10 3.93439e-10 1.0038e-10 8.62677e-10 6.41204e-10 3.47287e-10 2.39552e-10 1.99602e-10 9.00941e-10 6.9161e-10 5.23421e-10 1.90895e-10 1.89985e-10 3.5535e-10 2.24964e-10
threshold=0.068920000000000023 0.094005000000000019 0.086325000000000013 -0.080114999999999978 -0.070454999999999976 -0.067494999999999986 0.10912000000000001 0.087380000000000013 -0.075634999999999994 -0.082284999999999983 0.088595000000000021 -0.083389999999999978 -0.067719999999999989 0.086990000000000012 0.085130000000000011 0.081905000000000019 0.062030000000000009 -0.083804999999999977 -0.084044999999999995 -0.40154499999999999 0.088235000000000022 -0.0050599999999999994 0.083725000000000008 0.08622500000000001 -0.0094449999999999968 -0.27559499999999998 -0.10224499999999999 0.088510000000000019 -0.018494999999999998 0.087575000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 -4 -5 7 10 9 -7 11 -6 -10 -13 15 16 17 18 20 -19 21 -1 25 24 -24 -23 -26 29 -29 -27
right_child=-2 -3 3 5 6 8 -8 -9 12 -11 -12 13 -14 -15 -16 -17 -18 19 -20 -21 -22 22 23 -25 26 27 -28 28 -30 -31
leaf_value=2.772741294165826e-07 -1.7173521086988332e-07 2.0282489279210836e-07 -6.1366625047975556e-07 3.8190387513246799e-07 8.991377560625168e-08 -1.1397851011452077e-07 2.9982622820057262e-07 -4.8673880289247984e-07 -3.8515513416299473e-07 4.6896175000746065e-07 2.413859045683845e-07 -3.5493925005474532e-08 -6.3094654133176342e-08 -3.6866004590224136e-07 2.3838597513758943e-07 -1.7909678617182105e-07 3.9945005326558207e-07 5.3144103162594547e-07 -6.5556229065762073e-07 1.0133649944646535e-08 -4.0268931630035616e-07 4.162242835074418e-07 4.7347166842983929e-07 -5.2320323052940818e-07 4.8543703693818924e-08 -3.9505208858636619e-08 -3.6846950864776811e-07 -9.9419236738123629e-08 4.5698488465954299e-07 8.7584957961321901e-08
leaf_weight=30 20 32 21 29 38 40 24 24 27 26 21 28 37 29 24 36 25 24 21 1396 22 30 27 39 21 792 23 22 24 169
leaf_count=30 20 32 21 29 38 40 24 24 27 26 21 28 37 29 24 36 25 24 21 1396 22 30 27 39 21 792 23 22 24 169
internal_value=0 1.11303e-09 -9.90194e-10 -4.24321e-08 -1.112e-07 3.7581e-08 -4.686e-08 -1.06292e-07 -3.92294e-08 1.15665e-07 -2.75788e-08 -8.70342e-08 -1.98964e-07 -2.04999e-07 4.24137e-09 2.16086e-09 4.60937e-09 8.70346e-10 -2.01668e-08 1.89445e-08 -9.03806e-09 -1.6801e-09 -8.9762e-09 -1.3706e-07 7.50472e-08 4.61029e-09 -1.6944e-07 -7.65229e-09 1.90879e-07 -1.71553e-08
internal_weight=0 3101 3069 344 185 159 164 140 130 66 116 95 64 57 2725 2701 2665 2640 1220 1420 1199 1177 1147 110 71 1037 44 1007 46 961
internal_count=3121 3101 3069 344 185 159 164 140 130 66 116 95 64 57 2725 2701 2665 2640 1220 1420 1199 1177 1147 110 71 1037 44 1007 46 961
is_linear=0
shrinkage=0.1


Tree=9561
num_leaves=31
num_cat=0
split_feature=472 474 474 474 50 45 159 159 160 1456 159 131 12 481 2 15 13 13 481 1446 4 1447 484 50 15 1428 483 1 121 2
split_gain=5.66702e-11 9.65065e-11 7.07446e-11 7.13803e-11 6.39281e-11 8.30048e-11 7.41291e-11 3.70591e-10 6.38567e-10 3.25137e-10 3.06715e-10 2.24935e-10 1.30713e-09 1.04151e-09 2.65221e-10 5.24934e-10 4.70599e-10 8.87561e-10 2.93806e-10 2.80597e-10 2.62234e-10 2.49194e-10 5.09217e-10 2.67054e-10 1.43378e-10 1.17457e-10 1.20422e-10 3.9048e-10 2.3831e-10 2.32103e-10
threshold=-0.38234499999999999 0.12103000000000001 0.11421000000000002 0.11134000000000001 0.14262000000000002 0.10331000000000001 -0.015149999999999999 -0.025879999999999997 -0.14580499999999996 -0.15024999999999997 -0.0083249999999999973 0.09055500000000001 0.094375000000000014 -0.088384999999999977 0.083715000000000026 0.050935000000000008 -0.078704999999999983 -0.083764999999999992 0.096295000000000019 0.086015000000000008 -0.036839999999999991 -0.085684999999999997 -0.081684999999999994 0.096120000000000025 -0.087679999999999994 -0.020064999999999996 0.10143000000000001 0.16540500000000002 -0.11996 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 9 -9 -2 -8 13 -13 -11 15 24 17 21 19 20 -18 22 -16 -23 -15 -12 27 28 -27 -28
right_child=1 -3 -4 -5 -6 -7 10 8 -10 11 25 12 -14 14 16 -17 18 -19 -20 -21 -22 23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-1.5307096911480282e-07 -2.8920091929595561e-07 2.1483143438585796e-07 -1.8773412762129739e-07 1.8468640251832031e-07 -1.2920545501808527e-07 1.8654361459979897e-07 -3.8730920131175006e-07 7.3117118830623446e-07 -2.0417857954796021e-08 7.2974370284710368e-07 -2.1922229109350156e-07 -6.9688988387402639e-07 3.1738731609965286e-07 1.9765650432781341e-07 -2.3633370460629521e-07 6.1869107469192398e-07 6.0708145807356317e-07 -7.9233679116441647e-07 -1.9662569697559845e-07 4.4726281022245859e-09 1.2910474573857302e-07 -4.8442183423702542e-07 4.6871414635266521e-07 3.2351055949675358e-08 -1.5678155682508078e-07 -3.4577677638480963e-07 3.2346144080449823e-08 4.2119021527882563e-07 8.482426154674796e-10 -3.9839380473371089e-07
leaf_weight=24 34 21 20 21 38 24 21 20 26 22 25 24 27 21 20 20 22 20 26 44 24 20 21 20 25 20 29 22 2398 22
leaf_count=24 34 21 20 21 38 24 21 20 26 22 25 24 27 21 20 20 22 20 26 44 24 20 21 20 25 20 29 22 2398 22
internal_value=0 1.1872e-09 -2.71361e-10 9.5549e-10 -3.15795e-10 1.31844e-09 -1.76817e-10 3.79135e-08 3.0636e-07 6.25053e-09 -6.72288e-09 3.44678e-08 -1.5992e-07 6.69719e-08 1.5449e-08 1.90986e-07 -3.79401e-08 -1.95761e-07 9.94727e-08 1.85012e-07 3.57702e-07 -4.84579e-08 1.24788e-07 -2.26035e-07 5.02712e-09 -3.54628e-09 -1.38173e-09 1.79702e-09 -2.0188e-09 -1.53463e-07
internal_weight=0 3097 3076 3056 3035 2997 2973 436 46 390 2537 356 51 305 283 66 217 101 116 90 46 81 41 40 46 2516 2491 2440 2418 51
internal_count=3121 3097 3076 3056 3035 2997 2973 436 46 390 2537 356 51 305 283 66 217 101 116 90 46 81 41 40 46 2516 2491 2440 2418 51
is_linear=0
shrinkage=0.1


Tree=9562
num_leaves=31
num_cat=0
split_feature=401 1210 4 43 1208 1210 42 1209 1209 1209 41 41 41 41 34 34 97 30 9 16 2 39 43 132 1204 43 43 3 402 3
split_gain=5.46667e-11 6.68583e-11 1.18355e-10 3.09219e-10 1.06645e-10 1.53609e-10 5.19847e-10 8.59381e-11 8.06182e-11 7.43658e-11 6.6339e-11 6.91481e-11 1.47788e-10 2.63126e-10 8.43214e-11 7.94849e-11 3.96865e-10 1.45481e-10 1.4053e-10 5.41245e-10 1.44617e-10 4.23802e-10 8.10126e-11 1.28673e-09 2.25471e-09 1.04374e-09 6.99502e-10 1.54292e-09 3.21825e-10 7.16008e-10
threshold=0.13837000000000002 0.0028200000000000005 -0.072334999999999997 -0.010344999999999998 0.10480500000000002 -0.13847499999999999 0.094935000000000005 0.10183000000000002 0.088060000000000013 0.086665000000000006 0.11457000000000002 0.095655000000000018 0.088520000000000015 0.083525000000000016 -0.112215 -0.057544999999999992 -0.079444999999999988 0.088510000000000019 0.091600000000000015 -0.39185999999999993 -1.0000000180025095e-35 0.085815000000000016 -0.011694999999999999 -0.083284999999999984 -0.079429999999999987 -0.010344999999999998 -0.014584999999999999 -0.087429999999999994 0.094750000000000015 -0.085784999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1 8 9 10 11 12 13 14 -7 16 17 -16 20 -20 21 -17 23 -22 -25 -24 28 -28 -26 -30
right_child=-2 2 -4 -5 -6 7 -8 -9 -10 -11 -12 -13 -14 -15 15 18 -18 -19 19 -21 22 -23 25 24 26 -27 27 -29 29 -31
leaf_value=-1.0649081816525184e-07 -1.6079883772861303e-07 -2.3847433073475761e-08 -8.6280440481090187e-08 4.8726593860237699e-07 -2.257586218201184e-07 -1.7440219277631288e-07 5.6616013743848725e-07 -1.8347512877880945e-07 1.4581006230646628e-07 -1.7803673051375314e-07 -1.6683545306743025e-07 1.6569923718634528e-07 -2.3866000195591998e-07 3.6227693698265286e-07 8.6959826606991152e-08 5.1450762455829141e-07 4.3651138913839803e-07 -2.5864521184698355e-07 1.053985580620849e-07 -5.7081041120454763e-07 6.6142623940853207e-07 -1.3649293634898642e-07 -6.4858323216736405e-07 -1.0546169909275704e-06 1.1206255664749407e-08 -7.8330692842665718e-09 -2.5225514524625702e-07 8.015176673965966e-07 7.6254107778734385e-08 -5.9799223929449657e-07
leaf_weight=27 21 29 24 20 21 28 20 26 37 24 24 25 26 20 29 20 24 21 29 20 30 20 26 20 1245 1144 24 33 36 28
leaf_count=27 21 29 24 20 21 28 20 26 37 24 24 25 26 20 29 20 24 21 29 20 30 20 26 20 1245 1144 24 33 36 28
internal_value=0 1.09029e-09 9.56577e-08 1.8477e-07 -1.19033e-09 3.78511e-10 1.79744e-07 -2.47048e-09 -8.65937e-10 -2.73991e-09 -1.27503e-09 1.20143e-10 -1.3462e-09 8.59794e-10 -1.74314e-09 1.54848e-11 1.02251e-07 -5.81943e-08 -2.81271e-09 -1.70605e-07 3.18225e-10 1.89007e-07 -2.6004e-09 1.34884e-08 -5.36239e-10 -2.2072e-08 1.48969e-08 3.57824e-07 -3.5788e-11 -2.18729e-07
internal_weight=0 3100 73 49 3027 3006 47 2959 2933 2896 2872 2848 2823 2797 2777 2749 74 50 2675 49 2626 40 2586 1416 1386 1170 1366 57 1309 64
internal_count=3121 3100 73 49 3027 3006 47 2959 2933 2896 2872 2848 2823 2797 2777 2749 74 50 2675 49 2626 40 2586 1416 1386 1170 1366 57 1309 64
is_linear=0
shrinkage=0.1


Tree=9563
num_leaves=31
num_cat=0
split_feature=132 1185 43 133 400 399 399 1 2 1 131 131 1447 160 480 0 13 13 13 13 131 51 4 0 1420 11 155 16 9 10
split_gain=6.37096e-11 2.72353e-10 1.39096e-10 1.36821e-10 6.97247e-11 9.65688e-11 7.88576e-11 8.31251e-11 1.06978e-10 6.88981e-11 6.80039e-11 5.43191e-10 3.05919e-10 8.46179e-10 1.58974e-10 2.57594e-10 1.47412e-10 3.08341e-10 2.1027e-10 1.83212e-10 1.69495e-10 1.1338e-10 3.94533e-10 2.57534e-10 1.09131e-10 1.24762e-10 5.68857e-10 4.06531e-10 1.42975e-10 2.15339e-10
threshold=-0.083174999999999985 -0.083264999999999992 -0.0098449999999999979 -0.019454999999999997 0.10782000000000001 0.088190000000000018 0.087485000000000021 0.089625000000000024 0.08839000000000001 0.16773500000000005 0.091360000000000011 0.090445000000000011 0.059120000000000013 -0.083259999999999987 0.11089500000000001 -0.079829999999999998 -0.077944999999999987 -0.082014999999999991 -0.085584999999999981 -0.075129999999999988 0.099565000000000015 0.11444000000000001 0.033845000000000007 -0.11437499999999999 -0.085599999999999996 0.090070000000000025 0.13949000000000003 0.63167000000000006 0.092890000000000014 0.053330000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 -4 10 11 12 14 -14 21 -16 17 18 20 -18 -12 24 23 -23 -3 26 28 -27 29 -26
right_child=1 9 4 -5 -6 -7 -8 -9 -10 -11 16 -13 13 -15 15 -17 19 -19 -20 -21 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-3.9463592943753788e-07 3.6277319525522348e-07 -2.0935600685535206e-07 2.3497397853589066e-07 -4.8397554792245511e-08 -1.5001685653714959e-07 1.8072300868989886e-07 -2.0392396351098794e-07 -1.4729411420925471e-07 -2.0130118387010992e-08 -1.8362472445687672e-07 3.995448054183726e-07 -5.0944290624751631e-07 7.3554567805445012e-07 -1.8433397229955518e-07 -4.4428784863590585e-07 4.5356623765904015e-08 -2.6393464140809281e-07 5.0071173390620066e-07 -1.8445222866129524e-07 3.2688238136493263e-08 1.2326865627388683e-08 4.7862602633230725e-07 -2.7777127131072963e-07 9.1033056636528435e-08 -1.9552914307996811e-09 -8.771347381753004e-09 -5.3885317843338496e-07 4.9732078806419812e-07 2.4494227835579415e-07 -2.7635383185826935e-07
leaf_weight=21 21 26 25 25 30 29 20 24 48 20 20 21 20 20 21 22 23 20 24 220 26 20 26 120 2071 65 20 21 23 29
leaf_count=21 21 26 25 25 30 29 20 24 48 20 20 21 20 20 21 22 23 20 24 220 26 20 26 120 2071 65 20 21 23 29
internal_value=0 3.95201e-09 -5.16318e-08 -2.06463e-07 -1.11646e-08 1.73667e-08 -2.31234e-08 1.41551e-08 6.72343e-08 1.33379e-09 2.62811e-09 -2.97368e-09 1.27386e-09 2.75606e-07 -3.17958e-09 -1.93772e-07 4.51042e-08 1.54431e-07 5.54934e-08 4.61282e-09 1.80682e-07 2.05583e-10 7.99665e-08 1.46403e-07 -5.66595e-09 -3.29002e-09 -8.02943e-09 1.14809e-07 -3.02873e-09 -5.7446e-09
internal_weight=0 2899 222 46 176 146 117 97 73 2878 2858 2525 2504 40 2464 43 333 90 70 243 46 2421 166 140 2255 2229 2143 86 2123 2100
internal_count=3121 2899 222 46 176 146 117 97 73 2878 2858 2525 2504 40 2464 43 333 90 70 243 46 2421 166 140 2255 2229 2143 86 2123 2100
is_linear=0
shrinkage=0.1


Tree=9564
num_leaves=31
num_cat=0
split_feature=457 457 151 142 11 33 16 456 150 447 1 1 9 16 479 481 1 1 1456 483 13 158 1447 480 3 456 13 52 456 150
split_gain=5.91549e-11 1.12191e-10 1.01444e-10 2.29841e-10 1.40698e-10 1.06083e-10 9.50383e-11 8.6768e-11 1.78209e-10 2.03489e-10 7.20088e-11 1.58884e-09 1.07696e-09 1.46827e-09 6.37151e-10 9.30374e-10 2.99123e-10 3.76743e-10 2.17328e-10 3.09592e-10 3.73826e-10 4.63276e-10 1.81781e-10 2.33073e-10 3.82708e-10 1.62918e-10 7.46655e-10 4.66967e-10 2.75585e-10 1.59849e-10
threshold=-0.14941999999999997 -0.10142499999999997 0.13340000000000005 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 -0.014754999999999999 -0.085409999999999986 0.12640500000000002 0.094005000000000019 0.09253500000000002 0.091900000000000023 0.089995000000000006 -0.40995499999999996 0.093525000000000011 -0.077944999999999987 0.093700000000000019 0.094825000000000007 -0.079429999999999987 0.098395000000000024 0.24813000000000004 0.10654500000000001 0.059120000000000013 0.10344000000000002 -0.075634999999999994 0.087555000000000008 -0.086804999999999979 -0.015069999999999998 0.085800000000000015 0.10699000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -5 -6 -1 -7 9 10 11 22 14 -14 15 -12 -17 -18 -19 20 21 -20 23 25 -25 28 -27 -28 29 -9
right_child=1 2 -4 4 5 7 -8 8 -10 -11 12 -13 13 -15 -16 16 17 18 19 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=2.6790518796409357e-07 -2.3193704453747377e-07 3.236609780995795e-07 -2.0479234403107208e-07 -2.2385947805300283e-07 -2.0377527276593808e-07 2.0563167338206681e-07 -3.668544078294645e-08 4.3756137029527294e-09 -2.3306165219949548e-07 3.0048797577325354e-07 -6.8773056867144082e-07 -8.7381436899358101e-07 1.2766846041883513e-09 1.1409496093506276e-06 5.5718509734958847e-07 2.845129252983093e-07 -3.3091661232934456e-07 -2.973046331634499e-07 -1.2569003709020089e-09 3.0494983002021016e-07 -3.7188669003066586e-07 4.6584803344144765e-07 2.2646864209718844e-07 3.8827348853536545e-08 -5.0536299056602729e-07 6.3947989484735111e-07 -2.9044097937671992e-07 2.461947859398694e-07 -3.407709968132148e-07 -2.21147470647054e-07
leaf_weight=21 21 22 24 28 25 21 20 1761 32 23 20 21 26 20 20 36 35 23 609 35 26 22 35 28 24 22 34 31 24 32
leaf_count=21 21 22 24 28 25 21 20 1761 32 23 20 21 26 20 20 36 35 23 609 35 26 22 35 28 24 22 34 31 24 32
internal_value=0 -1.58911e-09 -7.76973e-12 1.61161e-09 -7.39891e-10 1.35302e-09 1.19324e-07 3.08553e-09 1.63827e-09 4.22183e-09 1.8591e-09 -8.54344e-09 2.58613e-08 4.96787e-07 -3.64573e-10 -1.41996e-08 2.93864e-09 -1.05769e-08 5.10404e-09 1.51552e-08 -2.82876e-10 1.50289e-08 5.82969e-10 -3.45895e-09 -2.12337e-07 2.24571e-09 1.35926e-07 -3.4507e-08 -4.15507e-09 3.50662e-10
internal_weight=0 3080 3059 3035 3013 2985 41 2960 2939 2907 2884 2012 872 46 826 806 786 750 715 692 657 631 1991 1956 52 1904 87 65 1817 1793
internal_count=3121 3080 3059 3035 3013 2985 41 2960 2939 2907 2884 2012 872 46 826 806 786 750 715 692 657 631 1991 1956 52 1904 87 65 1817 1793
is_linear=0
shrinkage=0.1


Tree=9565
num_leaves=31
num_cat=0
split_feature=1429 474 0 13 0 12 3 0 3 475 13 475 157 157 157 390 133 1186 4 132 50 1185 43 399 130 1204 403 52 52 133
split_gain=6.04243e-11 1.09695e-10 5.59583e-11 3.10591e-10 6.55868e-10 3.18692e-10 2.46589e-10 1.45358e-10 3.64946e-10 7.49725e-11 1.4249e-10 1.41263e-10 8.90615e-11 1.60743e-10 1.10587e-10 8.51771e-11 1.33901e-10 1.00552e-10 4.65562e-10 1.8912e-10 2.9955e-09 1.56854e-09 1.65912e-10 1.34694e-10 2.52812e-10 1.02409e-10 1.71473e-10 2.35085e-10 9.1299e-11 1.42576e-10
threshold=0.12521000000000002 -0.45463999999999999 0.10455500000000001 0.10002500000000002 0.12445000000000002 0.091200000000000017 -0.098469999999999988 0.051010000000000007 -0.042499999999999989 -0.10664 -0.069964999999999986 -0.091889999999999986 0.11933000000000001 0.099625000000000005 0.084490000000000023 0.087590000000000015 -0.089569999999999983 0.057025000000000006 -0.082349999999999993 -0.083284999999999984 0.097510000000000013 -0.083264999999999992 -0.011244999999999998 0.091895000000000018 0.096010000000000012 -0.079429999999999987 -0.090774999999999981 0.085175000000000015 0.090645000000000017 -0.37971999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 -6 -7 9 -9 10 -3 -11 13 14 15 17 -17 19 -19 20 23 -21 -20 28 -25 26 -23 -28 29 -13
right_child=-2 2 3 -5 5 6 -8 8 -10 11 -12 12 -14 -15 -16 16 -18 18 22 21 -22 25 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-2.2889369444913301e-07 1.7325809707813279e-07 7.5010978169605863e-08 -5.0058087903640369e-07 1.9421943508592521e-07 -2.0634473803700837e-07 4.1257727059947529e-07 -5.0921334672115009e-08 -7.2847492901928493e-08 5.0025925645513781e-07 2.5527577847128667e-07 -2.6957800679992619e-07 -2.4123728715371352e-07 2.0130097482251587e-07 -2.2352956459137376e-07 1.9614154520640711e-07 3.2040147537432386e-07 -2.8855591786534363e-08 -4.7727484613346866e-07 2.6443716801726296e-07 -8.8874996322374506e-07 1.2544073726417082e-06 3.5943015576765994e-07 -1.1968579643883499e-07 -4.1908010767537747e-07 6.0820674651127085e-08 -2.9243276610279592e-09 2.3298702610868138e-07 -2.297831741771006e-07 1.8867912938702604e-07 3.7483895964348846e-08
leaf_weight=21 20 21 35 37 36 24 22 25 20 22 28 24 22 32 29 21 23 24 22 20 20 21 23 23 21 2339 23 21 24 78
leaf_count=21 20 21 35 37 36 24 22 25 20 22 28 24 22 32 29 21 23 24 22 20 20 21 23 23 21 2339 23 21 24 78
internal_value=0 -1.11794e-09 4.35074e-10 -5.83184e-08 -1.38181e-07 1.65021e-08 1.90904e-07 3.52736e-09 1.81867e-07 7.4178e-10 -1.21897e-07 2.86371e-09 8.87528e-10 -6.93926e-10 1.89342e-09 -1.72287e-10 1.37835e-07 -2.43555e-09 -1.21591e-07 7.09707e-10 9.67836e-08 -6.82084e-09 6.81077e-08 -3.94074e-08 -1.90037e-07 5.16342e-10 1.24328e-07 1.21194e-08 1.31932e-08 -2.80976e-08
internal_weight=0 3101 3080 154 117 82 46 2926 45 2881 49 2832 2810 2788 2756 2727 44 2683 69 2614 190 2424 45 170 44 2404 65 44 126 102
internal_count=3121 3101 3080 154 117 82 46 2926 45 2881 49 2832 2810 2788 2756 2727 44 2683 69 2614 190 2424 45 170 44 2404 65 44 126 102
is_linear=0
shrinkage=0.1


Tree=9566
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 1203 3 0 0 16 1 46 46 1456 15 158 1451 1455 483 483 12 4 12 1 483 483 480 480 1455 4 49
split_gain=6.23488e-11 3.38718e-10 1.07506e-10 9.92537e-11 6.25069e-11 1.10867e-10 7.69028e-11 1.19472e-10 7.79789e-11 5.62651e-11 6.46744e-11 7.69627e-11 6.59289e-11 2.77631e-10 8.61106e-11 1.23283e-10 1.26439e-10 1.23189e-10 9.60624e-11 3.66022e-10 2.77718e-10 1.9958e-10 3.21224e-10 1.46712e-10 1.70407e-10 8.51641e-11 1.09392e-10 8.24146e-11 1.90757e-10 1.1756e-10
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 0.084375000000000019 -0.087044999999999983 -0.09515499999999999 -0.082724999999999979 -0.073404999999999984 0.16773500000000005 0.10987500000000001 0.083550000000000013 0.11510000000000002 -0.062284999999999993 0.139155 0.091400000000000009 -0.14432499999999995 0.058525000000000008 0.10143000000000001 0.097575000000000009 0.63113500000000011 0.094435000000000005 0.088975000000000012 0.095250000000000015 0.096950000000000022 0.11387000000000001 0.10183000000000002 -1.0000000180025095e-35 -0.0024449999999999997 0.11308500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 -8 -9 10 11 12 14 -14 15 16 17 -3 20 21 23 22 -20 25 -25 26 27 28 -18 -29
right_child=1 9 -4 -5 5 -7 7 8 -10 -11 -12 -13 13 -15 -16 -17 18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=9.8445696872229149e-08 4.0406624477674046e-07 9.8600470333952802e-09 -2.6089677269489832e-07 -2.0631785744213901e-07 -3.918196458130297e-08 2.7669817626474474e-07 -2.1255565066269358e-07 1.7204176419483019e-07 -7.4231018388894026e-08 -1.6615472077319283e-07 1.7700454604675456e-07 -1.6716361436145371e-07 3.63948524233879e-07 -1.3895722664377293e-07 2.0729329179403065e-07 -2.3150682369779805e-07 -2.8880862079934862e-07 3.5277344665018975e-07 8.8952301169342726e-08 -4.6877996006904664e-07 3.4811779550597319e-07 2.4178376065719933e-07 -3.6720624733058792e-07 -3.974747289703373e-07 1.0385182457910213e-08 1.8217842763918342e-07 -2.2174885300914455e-07 1.0784536528174248e-08 8.5207618610638752e-08 -7.9526092599513968e-08
leaf_weight=32 21 22 22 27 25 20 40 20 36 20 21 27 23 21 20 23 30 20 38 21 23 24 26 20 21 26 22 2251 25 154
leaf_count=32 21 22 22 27 25 20 40 20 36 20 21 27 23 21 20 23 30 20 38 21 23 24 26 20 21 26 22 2251 25 154
internal_value=0 3.90891e-09 -5.10781e-08 -2.79981e-08 -1.67807e-10 1.01209e-07 -3.58082e-08 -8.05595e-08 1.37235e-08 9.89064e-10 2.15872e-09 8.64478e-10 2.47898e-09 1.23925e-07 5.47082e-10 -9.58717e-10 9.88623e-10 1.73152e-07 -1.70846e-09 -9.36582e-08 2.18833e-09 -4.14051e-09 -9.63621e-08 -9.33047e-10 -1.88571e-07 2.1344e-09 2.4836e-10 2.2337e-09 -1.18801e-07 5.00165e-09
internal_weight=0 2899 222 200 173 45 128 96 56 2878 2858 2837 2810 44 2766 2746 2723 42 2681 109 2572 88 64 2549 41 2508 2482 2460 55 2405
internal_count=3121 2899 222 200 173 45 128 96 56 2878 2858 2837 2810 44 2766 2746 2723 42 2681 109 2572 88 64 2549 41 2508 2482 2460 55 2405
is_linear=0
shrinkage=0.1


Tree=9567
num_leaves=31
num_cat=0
split_feature=448 0 15 45 11 34 34 34 133 9 8 10 4 2 43 43 132 1211 43 2 1447 133 1447 484 1373 151 482 3 1455 1452
split_gain=5.5642e-11 1.05686e-10 2.45713e-10 6.04211e-11 3.00338e-10 8.97478e-11 2.43647e-10 1.3743e-10 3.49073e-10 2.36181e-10 3.90344e-10 2.3537e-10 1.47427e-09 1.86526e-10 8.05307e-11 1.20348e-09 8.69768e-10 1.79106e-09 4.2692e-10 1.10874e-09 2.80121e-10 1.0005e-09 4.19153e-10 3.70408e-10 1.92728e-10 2.80984e-10 1.82117e-10 2.8997e-10 2.16094e-10 5.25498e-10
threshold=0.068920000000000023 -0.24955499999999997 -0.13578499999999996 0.094030000000000016 -0.014494999999999999 -0.085739999999999983 -0.14308499999999999 -0.057544999999999992 0.086990000000000012 0.091600000000000015 0.089885000000000007 -0.0093599999999999985 0.053180000000000012 -0.055814999999999997 -0.011694999999999999 -0.010739999999999998 -0.083284999999999984 0.086285000000000014 -0.014584999999999999 0.083935000000000023 -0.086279999999999982 0.086990000000000012 -0.084724999999999981 -0.081614999999999979 1.0000000180025095e-35 0.057610000000000008 0.087425000000000017 0.31370500000000007 0.088555000000000009 0.081315000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6 8 -7 11 -11 12 -9 -13 16 -16 -15 18 20 -20 21 23 -22 -18 25 26 27 28 29 -17
right_child=-2 3 -4 -5 5 7 -8 9 -10 10 -12 13 -14 14 15 24 17 -19 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.5715521436213756e-08 -1.6625923592528125e-07 3.6021883864162629e-07 3.8174530115559666e-07 -1.4238458344806305e-07 8.1732689466207376e-08 4.7397868998121432e-07 -3.6433751612700389e-07 -2.081628857632091e-07 -6.5367741543452349e-08 -5.6049556057757849e-07 1.7933896247411343e-08 -2.7553158287219051e-07 8.0366523628564812e-07 4.8022708972949567e-07 -7.8971962977902879e-07 -3.5364867781971017e-09 3.5813732853531963e-07 -9.3811789696474086e-07 8.6129003483122135e-07 -4.4107792730510728e-08 4.5735644594710071e-07 -7.336419862106734e-07 7.1042905993340314e-09 -1.7923940360437179e-07 3.0026652378722931e-07 -2.8399731114540055e-07 2.2059185971962899e-07 -2.7892257011858537e-07 -2.5322618464060448e-07 5.0185425427192361e-07
leaf_weight=22 20 23 23 30 25 21 24 36 28 20 28 25 24 39 20 1014 23 20 21 38 21 23 1339 29 20 37 35 39 33 21
leaf_count=22 20 23 23 30 25 21 24 36 28 20 28 25 24 39 20 1014 23 20 21 38 21 23 1339 29 20 37 35 39 33 21
internal_value=0 1.07409e-09 1.53209e-07 -1.16612e-09 2.33932e-10 -2.52319e-09 -1.36751e-07 -2.96672e-10 1.65781e-07 -3.09798e-09 -2.23078e-07 5.97877e-10 1.96568e-07 -3.60599e-09 -1.15356e-09 -2.03919e-08 1.39472e-08 1.93607e-09 1.45205e-08 2.78152e-07 3.68124e-09 -1.84461e-07 1.40567e-08 5.84465e-08 -7.5591e-09 -1.27809e-08 -3.99368e-09 -1.10944e-08 -1.31416e-09 6.71782e-09
internal_weight=0 3101 45 3056 3026 3003 49 2954 49 2905 48 2857 60 2797 2772 1219 1553 1514 1494 59 1435 75 1360 52 1199 1179 1142 1107 1068 1035
internal_count=3121 3101 45 3056 3026 3003 49 2954 49 2905 48 2857 60 2797 2772 1219 1553 1514 1494 59 1435 75 1360 52 1199 1179 1142 1107 1068 1035
is_linear=0
shrinkage=0.1


Tree=9568
num_leaves=31
num_cat=0
split_feature=132 399 1203 10 0 10 150 3 33 375 393 12 130 130 2 2 130 394 43 43 1210 48 2 2 16 13 2 133 403 133
split_gain=6.55164e-11 2.91833e-10 1.56493e-10 6.42883e-11 6.80158e-10 7.14085e-10 1.71559e-10 1.36491e-10 1.10482e-10 6.88672e-11 6.36386e-11 1.53747e-10 6.92738e-11 1.5151e-10 1.46049e-10 4.47026e-10 2.6521e-10 1.24097e-10 7.66119e-11 2.09747e-10 2.20878e-10 1.63168e-10 1.79157e-10 6.18284e-10 1.8261e-10 1.86736e-10 1.13123e-10 1.0195e-10 2.26014e-10 1.43677e-10
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 -0.011559999999999999 -0.10224499999999999 -0.086389999999999981 0.085210000000000022 -0.016324999999999996 -1.0000000180025095e-35 0.087420000000000012 0.088255000000000014 0.091200000000000017 -0.0070449999999999992 -0.004324999999999999 0.087995000000000004 0.090425000000000019 -0.011824999999999999 -0.021004999999999996 0.062770000000000006 0.055925000000000009 0.258635 0.10271500000000001 0.089005000000000015 0.094095000000000012 -0.08947999999999999 -0.069964999999999986 0.082275000000000015 -0.14816999999999997 0.087735000000000021 -0.095184999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 7 -6 -5 10 12 -12 14 -14 16 -16 17 -10 19 20 27 22 24 -24 26 -26 -20 28 -15 -29
right_child=1 -3 -4 8 5 -7 -8 -9 9 -11 11 -13 13 18 15 -17 -18 -19 21 -21 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=-2.5945914068484181e-08 -5.4730939685517413e-07 2.7925554027325759e-07 -3.1959676579873533e-07 2.0104165902828139e-07 -7.6254417308518906e-08 5.0727221457691488e-07 9.4695632810726248e-08 -4.2674244937757067e-07 -1.3752909489994636e-07 1.7759234548396887e-07 1.6152412606239473e-08 -3.2797996368572058e-07 -2.6903331466937311e-07 -3.6345094950656466e-07 -4.3061841584091101e-07 1.5903111132173665e-07 4.0013604895985455e-07 1.7755451949597046e-07 1.8158942680202018e-08 2.4582815482984998e-07 -3.283230589090636e-07 2.1255440883362011e-07 -5.5341540113810579e-07 -3.063473837118102e-08 -3.2701640755306017e-07 7.6328315046225736e-08 3.2907453363474235e-07 1.6674244061677867e-07 7.9870293891714111e-08 4.4350618581663261e-09
leaf_weight=196 24 38 20 28 25 25 25 20 25 22 37 20 21 23 20 36 29 25 25 36 20 21 30 92 22 24 22 56 23 2091
leaf_count=196 24 38 20 28 25 25 25 20 25 22 37 20 21 23 20 36 29 25 25 36 20 21 30 92 22 24 22 56 23 2091
internal_value=0 3.94917e-09 -5.31358e-08 3.00187e-10 -7.16591e-08 4.85051e-08 -1.1534e-07 -2.32027e-07 3.41633e-09 1.38195e-09 -5.49007e-11 -1.04596e-07 2.20138e-09 -1.55766e-09 7.19802e-08 -5.1558e-08 1.59552e-07 2.00127e-08 7.02698e-10 6.39052e-09 2.49547e-09 -5.35004e-08 -7.94871e-08 -1.59187e-07 2.50659e-08 -1.16576e-07 1.63694e-07 5.51251e-09 -1.4179e-07 8.66851e-09
internal_weight=0 2905 216 2867 119 95 70 45 2748 2720 2698 57 2641 2506 135 56 79 50 2485 2249 2213 236 215 122 93 46 47 2193 46 2147
internal_count=3121 2905 216 2867 119 95 70 45 2748 2720 2698 57 2641 2506 135 56 79 50 2485 2249 2213 236 215 122 93 46 47 2193 46 2147
is_linear=0
shrinkage=0.1


Tree=9569
num_leaves=31
num_cat=0
split_feature=1208 1208 403 403 1210 1210 11 12 42 1447 160 2 483 1453 50 132 1204 132 50 12 159 130 51 51 43 2 160 15 2 52
split_gain=6.8603e-11 7.16282e-11 7.81561e-11 2.82217e-10 1.71696e-10 8.9855e-11 5.89652e-11 5.87943e-11 1.27342e-10 5.63147e-11 4.09014e-10 2.86612e-10 3.55707e-10 2.62699e-10 8.92023e-11 5.99579e-10 1.28393e-09 2.79263e-10 3.47182e-10 1.00006e-09 3.86742e-10 1.59518e-10 1.25012e-10 5.67793e-10 2.92002e-10 2.78811e-10 5.50116e-10 3.96311e-10 3.85315e-10 3.78023e-10
threshold=0.11846000000000001 0.106285 -0.55276999999999987 -0.53960999999999981 -0.3960249999999999 -0.095909999999999981 -0.072629999999999986 0.23631000000000002 0.18223500000000001 -0.086279999999999982 -0.52439499999999983 0.086330000000000004 0.087520000000000014 -0.087504999999999986 0.083090000000000011 -0.083284999999999984 -0.077669999999999989 0.081465000000000024 0.091320000000000012 0.086565000000000017 0.04105000000000001 0.0084900000000000028 0.087505000000000013 0.078435000000000019 -0.0092949999999999994 0.08647500000000001 0.11055500000000001 -0.090644999999999989 0.11510000000000002 -0.07278999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 8 9 10 -8 -12 -13 -11 22 -16 -17 18 19 -18 21 -20 23 -15 -25 -24 27 -27 29 -29
right_child=-2 -3 3 4 5 6 7 -9 -10 13 11 12 -14 14 15 16 17 -19 20 -21 -22 -23 25 24 -26 26 -28 28 -30 -31
leaf_value=-1.444154785426813e-07 1.6176185642262473e-07 -1.6663712187892088e-07 3.4336208519410625e-07 -2.7925770134309212e-07 1.8273307373588237e-07 -1.6749563006409778e-07 4.7859975438768742e-07 -1.5858731068834935e-07 2.4728708264579575e-07 -3.0192847909194732e-07 -2.9260088909824037e-07 -1.0242087465816108e-07 4.1668897555847587e-07 -6.8365419716240595e-09 4.5098646472235322e-07 -7.5411969186504963e-07 8.6713877855970622e-07 -2.0886700221686065e-07 4.6198418820205543e-08 -3.4275471083589085e-08 -3.3562694225198502e-07 3.2529933300586644e-07 3.834090521195322e-07 -1.3098216117135093e-07 -6.5343593302458203e-07 5.0788065955487135e-07 -4.6496401580498063e-07 -4.3314538050832534e-07 3.9255749009405667e-07 5.2550172918249008e-08
leaf_weight=37 26 26 24 22 27 21 20 23 21 29 27 33 22 2063 33 21 20 39 296 32 26 22 25 23 20 20 20 22 22 59
leaf_count=37 26 26 24 22 27 21 20 23 21 29 27 33 22 2063 33 21 20 39 296 32 26 22 25 23 20 20 20 22 22 59
internal_value=0 -1.35596e-09 4.42693e-11 1.80714e-09 -9.18037e-10 1.13269e-09 -5.24359e-10 6.69105e-10 1.92567e-09 1.45235e-10 7.31278e-08 -2.57677e-08 1.05223e-07 -2.52104e-09 6.21497e-10 3.93685e-08 9.58037e-09 4.64487e-08 7.15934e-08 3.12422e-07 3.5189e-08 6.55073e-08 -7.71065e-09 -1.43329e-08 -3.73984e-07 7.53041e-08 2.14396e-08 1.0053e-07 2.14323e-08 -7.93671e-08
internal_weight=0 3095 3069 3032 3008 2986 2959 2938 2915 2894 102 82 55 2792 2763 489 456 435 396 52 344 318 2274 2106 43 168 143 123 103 81
internal_count=3121 3095 3069 3032 3008 2986 2959 2938 2915 2894 102 82 55 2792 2763 489 456 435 396 52 344 318 2274 2106 43 168 143 123 103 81
is_linear=0
shrinkage=0.1


Tree=9570
num_leaves=31
num_cat=0
split_feature=132 399 43 50 16 49 16 133 12 1209 1208 2 1209 403 401 1210 1209 13 401 42 42 1211 133 402 400 374 120 33 4 1
split_gain=6.6704e-11 2.53351e-10 1.34612e-10 1.25652e-10 7.66748e-11 8.48875e-11 7.87474e-11 2.27887e-10 1.3162e-10 6.1576e-11 1.8614e-10 1.69261e-10 1.12745e-10 4.09855e-10 1.33304e-10 1.00081e-10 7.46934e-11 3.05201e-10 8.75995e-11 3.00456e-10 1.81594e-10 1.05565e-10 1.05707e-10 8.67909e-11 7.87552e-11 7.61519e-11 9.74745e-11 1.28251e-10 1.17325e-10 8.68471e-11
threshold=-0.083449999999999983 0.091580000000000009 -0.013024999999999998 0.09227500000000001 -0.095094999999999985 0.097180000000000016 -0.072804999999999981 -0.37971999999999995 0.088485000000000022 0.10691500000000002 0.092250000000000013 0.094215000000000007 -0.087199999999999986 -0.0047449999999999992 0.13571500000000003 -0.095909999999999981 -0.065739999999999979 -0.064619999999999983 -0.06959499999999999 0.10369500000000002 0.11747 0.11013500000000002 0.51114000000000004 -0.10435999999999998 -0.064794999999999978 0.08987500000000001 1.0000000180025095e-35 -0.044254999999999996 0.63113500000000011 0.13686500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 -1 4 -4 6 8 -8 -6 10 12 -11 13 -2 15 -14 17 -17 19 -18 -21 22 23 -20 -25 26 27 -26 29 -29
right_child=1 -3 3 -5 5 -7 7 -9 -10 11 -12 -13 14 -15 -16 16 18 -19 21 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-2.272536705363195e-07 4.3143127504663431e-07 2.6049611930925733e-07 -1.1728649307251475e-07 -2.165177852844038e-07 -3.100862322469311e-08 2.4289721576309378e-07 -3.1076878999866415e-07 1.3941619843896422e-07 2.8673132849054254e-07 -2.7729465028432271e-08 -2.7324350003254954e-07 3.1431111722213247e-07 1.8182946983339814e-07 -1.6037951411362883e-07 -2.4695784914415115e-07 1.4857963662961995e-07 3.9025133878567433e-07 -3.9116885762847569e-07 1.9527668964359611e-07 -2.4144219918051263e-07 1.3481885457524404e-07 -1.8059046087762799e-07 -1.6835554133250128e-07 1.4694320221843152e-07 2.4430712271407089e-07 1.5367703755850193e-07 -1.774274389632069e-07 -1.8894498979537102e-09 2.3138445328640956e-07 -9.5815356981025297e-08
leaf_weight=37 25 38 33 27 32 20 22 23 22 39 25 23 30 22 22 20 25 22 23 23 29 33 37 36 21 31 32 2225 21 103
leaf_count=37 25 38 33 27 32 20 22 23 22 39 25 23 30 22 22 20 25 22 23 23 29 33 37 36 21 31 32 2225 21 103
internal_value=0 3.98243e-09 -5.36176e-08 -1.77264e-08 1.75853e-08 5.49867e-08 1.7025e-08 -8.06742e-08 9.8441e-08 5.82527e-10 -1.59629e-09 9.91566e-08 8.46578e-10 1.54413e-07 -1.79435e-09 1.95177e-10 -1.83728e-09 -1.34146e-07 2.68421e-10 1.05362e-07 -3.16043e-08 -2.89012e-09 -5.71376e-10 1.9198e-09 1.18583e-10 -2.05391e-09 -4.06376e-09 -1.72299e-09 -3.92249e-09 -6.04511e-09
internal_weight=0 2905 216 179 152 119 99 45 54 2867 2805 62 2780 47 2733 2711 2681 42 2639 77 52 2562 2529 2492 2469 2433 2402 2370 2349 2328
internal_count=3121 2905 216 179 152 119 99 45 54 2867 2805 62 2780 47 2733 2711 2681 42 2639 77 52 2562 2529 2492 2469 2433 2402 2370 2349 2328
is_linear=0
shrinkage=0.1


Tree=9571
num_leaves=31
num_cat=0
split_feature=1211 1200 52 128 128 128 1185 128 128 43 1371 1371 1373 158 158 13 13 52 133 3 43 4 128 14 14 151 150 0 0 45
split_gain=5.80561e-11 5.88811e-11 1.07424e-10 1.01601e-10 1.88179e-10 7.86977e-11 2.35649e-10 1.4485e-10 1.59397e-10 8.70336e-11 4.64205e-10 3.03307e-10 2.2504e-10 1.90562e-10 2.87591e-10 1.99378e-10 6.09255e-10 4.41698e-10 4.04544e-10 3.37824e-10 3.1975e-10 1.73769e-10 1.6829e-10 1.68818e-10 3.26893e-10 2.63425e-10 2.13364e-10 1.77328e-10 8.75269e-10 2.94256e-10
threshold=0.12463 0.088675000000000018 0.047850000000000011 0.11059000000000001 0.11876500000000001 0.10692000000000002 0.092945000000000014 0.10332500000000001 0.099125000000000005 -0.081944999999999976 0.083235000000000017 0.083235000000000017 1.0000000180025095e-35 0.10667500000000002 0.093160000000000007 -0.085744999999999988 -0.08645499999999999 -0.19683499999999995 0.087985000000000022 -0.084724999999999981 -0.08287499999999999 -0.015039999999999998 0.088865000000000013 0.078235000000000013 0.085220000000000004 0.12955000000000003 0.12244500000000001 -0.14723999999999998 -0.14116499999999996 0.084355000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 8 9 11 12 13 22 14 15 16 17 -1 19 21 -17 -19 23 25 -25 26 27 29 -29 -11
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 20 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=4.1675577645864082e-07 1.3616218383056607e-07 2.7660684084805453e-07 -3.9594973925845399e-08 -3.4899864071273138e-07 6.8930671950977588e-09 1.9254385595754037e-07 -3.4382105582153602e-07 2.6880152070418717e-07 -2.6939276835946658e-07 4.0027652882532589e-08 -4.5703962217905194e-07 3.7822736670041958e-07 2.3264551061448656e-07 -1.9816180745544026e-07 3.4901373790371843e-07 2.5822083143143355e-08 -5.0581179341488023e-07 -2.6851338585487384e-07 2.8975788232502948e-07 -4.4560740067349042e-07 3.4612455537667718e-07 9.7340876884480748e-08 2.7871359819187092e-07 -4.8394246463927135e-07 1.6798494795189357e-08 3.4430774158116561e-07 -2.9631929853425078e-07 -5.9364037121248174e-07 -8.9246668329757307e-09 4.3830987070101581e-07
leaf_weight=22 31 21 22 24 39 21 20 20 22 159 23 24 39 39 27 561 28 20 24 30 33 37 20 22 32 21 26 26 1667 21
leaf_count=22 31 21 22 24 39 21 20 20 22 159 23 24 39 39 27 561 28 20 24 30 33 37 20 22 32 21 26 26 1667 21
internal_value=0 -1.37208e-09 1.14829e-07 -3.01194e-09 -1.28685e-07 -3.58658e-10 -1.72584e-09 5.98968e-10 -1.23615e-09 7.9744e-10 -1.03067e-08 2.78154e-08 -5.2527e-09 1.75719e-08 2.8331e-08 1.68629e-08 -8.18434e-08 7.41307e-09 -7.37179e-08 -1.73987e-07 4.36167e-08 -3.1029e-08 -9.90567e-09 -1.28299e-08 -1.87207e-07 -7.92552e-09 -1.18207e-08 -7.87142e-09 -1.79044e-08 8.64939e-08
internal_weight=0 3090 43 3047 63 2984 2963 2943 2923 2901 2056 845 2033 821 782 755 161 133 111 87 594 57 1994 1974 54 1920 1899 1873 1693 180
internal_count=3121 3090 43 3047 63 2984 2963 2943 2923 2901 2056 845 2033 821 782 755 161 133 111 87 594 57 1994 1974 54 1920 1899 1873 1693 180
is_linear=0
shrinkage=0.1


Tree=9572
num_leaves=31
num_cat=0
split_feature=1429 156 142 11 33 147 147 2 2 2 42 13 16 52 52 2 402 132 403 483 158 4 160 16 3 3 2 2 3 3
split_gain=5.758e-11 1.21466e-10 5.62233e-11 1.29982e-10 1.00528e-10 6.2716e-11 1.32543e-10 6.75181e-11 3.43393e-10 3.02549e-10 2.72975e-10 2.71896e-10 2.58827e-10 2.22488e-10 2.19963e-10 2.20634e-10 1.68507e-10 3.33576e-10 2.24392e-10 1.43971e-10 5.17273e-10 2.0911e-10 4.63137e-10 2.83864e-10 2.61982e-10 1.99969e-10 1.83323e-10 1.70741e-10 1.52701e-10 2.12148e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.099730000000000027 0.093875000000000014 0.10731 0.10981000000000002 0.10644500000000001 -0.23037499999999997 0.00084500000000000016 0.63636000000000015 -0.54663499999999987 -0.23375999999999997 0.12299 0.020685000000000005 0.098425000000000012 -1.0000000180025095e-35 0.10143000000000001 0.10654500000000001 0.033845000000000007 0.087570000000000023 -0.086699999999999985 -0.034684999999999994 -0.13927999999999999 0.11548000000000001 0.13712500000000002 -0.065229999999999996 -0.049509999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 9 11 -6 -10 -9 13 -12 15 -15 17 19 -18 20 21 22 23 -16 25 -23 -26 -28 -25 -30
right_child=1 -3 3 4 5 -7 -8 8 10 -11 12 -13 -14 14 16 -17 18 -19 -20 -21 -22 24 -24 28 26 -27 27 -29 29 -31
leaf_value=-1.6121299266041497e-07 1.5200362130466755e-07 2.4678449420889594e-07 -2.1612123666565301e-07 -1.9936712567414359e-07 6.0105640988057911e-09 1.3318905472835418e-07 -2.2438983178902232e-07 -6.3404785014090187e-08 3.324258373190194e-07 3.3669662709964351e-07 3.1444793594779359e-07 -5.3129148474671759e-07 -3.4034161006483524e-07 -4.7561503222937064e-07 3.318885598262222e-07 -3.3827299716904237e-08 8.1944699171675569e-08 4.1542647945139582e-07 -3.356446371075465e-07 -1.9710482361823268e-07 4.8211518916999639e-07 -9.1687192852160396e-08 4.9961174811001423e-07 -2.9869570376515342e-07 -4.4586118782774517e-07 3.3972752518030532e-07 4.6681841544463725e-08 -2.3011125915508919e-07 2.6478028418285339e-07 -1.1287076665555516e-07
leaf_weight=22 24 20 28 25 2327 36 26 27 23 28 21 23 24 20 21 26 22 21 31 32 23 22 22 23 20 21 39 52 21 51
leaf_count=22 24 20 28 25 2327 36 26 27 23 28 21 23 24 20 21 26 22 21 31 32 23 22 22 23 20 21 39 52 21 51
internal_value=0 1.14018e-09 -4.55434e-10 -1.65315e-09 3.30699e-10 1.99374e-09 4.01348e-10 2.3893e-09 -2.80163e-08 9.94229e-09 -4.59425e-09 -2.78633e-07 -1.97338e-08 -3.96622e-09 -1.82846e-08 -2.25909e-07 4.40116e-09 2.84106e-08 -1.62306e-07 4.98885e-09 2.5519e-08 -1.04458e-08 7.895e-08 -8.30729e-10 -9.05536e-08 1.19004e-07 -1.71733e-07 -1.11486e-07 -7.43792e-08 -2.72254e-09
internal_weight=0 3099 3079 3055 3027 3002 2966 2940 585 2355 535 50 512 488 467 46 421 368 53 347 315 292 138 116 154 43 111 91 95 72
internal_count=3121 3099 3079 3055 3027 3002 2966 2940 585 2355 535 50 512 488 467 46 421 368 53 347 315 292 138 116 154 43 111 91 95 72
is_linear=0
shrinkage=0.1


Tree=9573
num_leaves=31
num_cat=0
split_feature=156 1428 10 0 15 0 33 46 46 445 15 15 15 48 15 52 15 160 4 3 16 9 48 52 402 12 52 16 0 0
split_gain=5.955e-11 7.57067e-11 5.37283e-11 5.03709e-10 5.60261e-10 3.66451e-10 1.1007e-10 6.89374e-11 9.50292e-11 5.67684e-11 7.89203e-11 6.20348e-11 6.06189e-10 1.37942e-09 1.77313e-10 4.58412e-10 1.98732e-10 2.20014e-10 2.45802e-10 1.21328e-09 5.13312e-10 4.71511e-10 2.23297e-10 2.58103e-10 1.99156e-10 1.62712e-10 2.0454e-10 3.19367e-10 1.67165e-10 1.62311e-10
threshold=0.3248100000000001 0.10668500000000002 -0.011239999999999998 -0.10224499999999999 -0.10324499999999999 -0.072594999999999979 -1.0000000180025095e-35 0.10987500000000001 0.083550000000000013 -0.048849999999999998 0.19724500000000003 -0.090644999999999989 -0.088749999999999982 0.086125000000000021 -0.092489999999999989 -0.0046699999999999997 -0.093959999999999988 0.086870000000000017 0.053180000000000012 -0.0037349999999999996 -0.101115 -1.0000000180025095e-35 0.087555000000000008 0.039215000000000007 0.087880000000000014 0.083370000000000014 0.089575000000000016 -0.0060749999999999997 -0.095504999999999993 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4 8 9 -8 11 14 13 -13 16 -16 17 18 19 20 -11 -20 23 -19 29 -22 27 28 -27 -23
right_child=-2 -3 6 4 5 -7 7 -9 -10 10 -12 12 -14 -15 15 -17 -18 22 21 -21 25 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-4.6549650687666143e-07 -1.6031827113772086e-07 1.9511602779687108e-07 2.0360398762191097e-07 3.4438322840413565e-07 -4.8710874788563767e-07 2.8753119138968945e-08 -1.6273790344084341e-07 1.8129994793912915e-07 -2.029967157074245e-07 4.6890612816241631e-07 1.63621353147884e-07 1.0334022243691159e-07 1.9052863541559899e-10 -9.9238015863534209e-07 4.3161541762348115e-07 -1.3246930541299663e-07 -2.2760547769469973e-07 -5.3054129616097747e-07 -4.6431887475202011e-07 8.5425362147448363e-07 -2.2058078705811115e-07 3.0211624430511932e-08 8.6088368078662833e-08 -5.4991552275396322e-08 -1.8451753182929656e-07 5.3249016502832097e-08 -1.8160307597714366e-07 -1.1666398819443203e-07 4.2648402920046162e-07 2.8527274135318034e-07
leaf_weight=25 23 20 27 37 21 40 21 21 23 25 30 27 2108 20 34 25 33 21 21 21 32 229 28 25 39 20 32 35 30 28
leaf_count=25 23 20 27 37 21 40 21 21 23 25 30 27 2108 20 34 25 33 21 21 21 32 229 28 25 39 20 32 35 30 28
internal_value=0 1.18563e-09 -7.4478e-11 -6.48325e-08 3.73778e-08 -1.48839e-07 2.62103e-09 7.67705e-10 -5.36449e-10 1.07818e-09 2.27976e-09 5.7124e-10 -7.7289e-09 -3.62924e-07 2.6953e-08 1.92596e-07 1.11646e-08 2.46107e-08 4.79054e-08 1.36248e-07 4.95921e-08 -6.4378e-09 -1.36563e-07 -2.7209e-07 2.6047e-08 -2.07626e-08 3.38886e-08 1.15015e-07 2.7719e-07 5.80004e-08
internal_weight=0 3098 3078 123 98 61 2955 2928 2907 2884 2863 2833 2155 47 678 59 619 586 512 195 174 317 74 46 296 149 117 85 50 257
internal_count=3121 3098 3078 123 98 61 2955 2928 2907 2884 2863 2833 2155 47 678 59 619 586 512 195 174 317 74 46 296 149 117 85 50 257
is_linear=0
shrinkage=0.1


Tree=9574
num_leaves=31
num_cat=0
split_feature=0 47 15 10 0 43 0 15 15 0 2 1 15 3 48 15 51 150 150 41 41 132 1203 1185 2 120 1374 9 4 2
split_gain=5.88231e-11 4.02629e-10 1.34997e-09 7.42453e-10 2.93099e-10 4.42619e-10 2.81399e-10 1.27047e-09 3.48455e-10 1.914e-10 1.8595e-10 1.61296e-10 2.6991e-10 4.95177e-10 3.11515e-10 8.75287e-10 3.08097e-10 2.91994e-10 2.093e-10 1.25059e-10 2.68932e-10 1.27672e-10 1.9474e-09 8.95784e-10 2.68677e-10 1.29114e-10 1.29386e-10 1.27709e-10 1.08308e-10 1.48853e-10
threshold=-0.10151999999999999 0.094160000000000008 -0.11033999999999998 -1.0000000180025095e-35 -0.097274999999999986 -0.00067499999999999993 -0.11173999999999999 -0.10203999999999998 -0.047714999999999987 -0.11756999999999999 0.10402500000000002 0.082005000000000008 -0.015039999999999998 -0.0069549999999999994 -0.072824999999999987 -0.083359999999999976 0.092790000000000011 0.088985000000000009 0.084120000000000014 0.088520000000000015 0.078065000000000009 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.082850000000000021 1.0000000180025095e-35 0.087855000000000016 0.09055500000000001 0.62736500000000006 -0.045829999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 5 -2 9 -8 -9 11 -3 -5 14 -14 -13 16 17 18 -16 20 21 22 24 -23 -6 26 27 28 29 -25
right_child=4 2 -4 6 19 -7 7 8 -10 -11 -12 12 13 -15 15 -17 -18 -19 -20 -21 -22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-6.0338374012758329e-07 -9.2701990084265172e-09 1.7603003679014631e-07 9.2516402300394219e-07 1.1218004101385654e-07 -3.6351385584897473e-07 -4.9891510968791407e-07 8.7623476758835754e-07 -3.917368189121362e-07 1.5897610262948514e-07 -2.5092660604836818e-07 -1.5232895732099549e-07 -2.746829250099836e-07 -5.6930350638140232e-07 -2.0167520815743519e-08 2.8956536573964007e-08 6.2356368471228052e-07 -3.7922288527170171e-07 2.9596059697630209e-07 -3.1512447051795789e-07 -1.7829107216235013e-07 2.9975651808437459e-07 -6.7426421367144952e-07 1.0091280683255378e-06 -1.9036412745330515e-07 1.4157178885009235e-08 -2.3259480954607171e-07 -1.9288132661773383e-07 1.9049356977755378e-07 2.3210533001361002e-07 2.1058414238688573e-09
leaf_weight=20 48 34 21 107 22 30 20 20 27 31 35 30 24 52 90 25 20 34 22 39 30 20 20 41 131 24 34 36 20 2014
leaf_count=20 48 34 21 107 22 30 20 20 27 31 35 30 24 52 90 25 20 34 22 39 30 20 20 41 131 24 34 36 20 2014
internal_value=0 2.7793e-08 2.23133e-07 -5.88632e-09 -6.78463e-09 -1.97595e-07 1.79184e-08 2.08691e-07 -7.53698e-08 -1.14651e-08 9.47113e-09 6.90947e-09 -3.10163e-08 -1.93579e-07 2.48876e-08 7.19405e-08 -1.11352e-08 3.92877e-08 -3.86308e-08 -6.62371e-10 2.23375e-09 -1.54512e-09 8.11552e-08 -8.08105e-09 -4.01485e-08 -1.93828e-09 6.42492e-10 3.75941e-09 5.19683e-10 -1.73419e-09
internal_weight=0 612 90 522 2509 78 502 67 47 435 69 404 297 76 221 191 166 146 112 2431 2392 2362 173 2189 153 2169 2145 2111 2075 2055
internal_count=3121 612 90 522 2509 78 502 67 47 435 69 404 297 76 221 191 166 146 112 2431 2392 2362 173 2189 153 2169 2145 2111 2075 2055
is_linear=0
shrinkage=0.1


Tree=9575
num_leaves=31
num_cat=0
split_feature=32 34 132 1185 1203 1204 403 133 34 30 9 16 2 16 15 376 376 376 12 12 12 12 42 42 13 3 1209 2 0 2
split_gain=6.72024e-11 9.61631e-11 6.01672e-11 2.67405e-10 2.50784e-10 8.56952e-11 1.67059e-10 1.89635e-10 5.54772e-11 2.87345e-10 2.51893e-10 4.36911e-10 2.30678e-10 7.82887e-10 6.20548e-11 6.02754e-11 8.06731e-11 8.3316e-11 7.13979e-11 4.80351e-10 4.00484e-10 3.12612e-10 7.03503e-10 3.07601e-10 1.74764e-10 6.43266e-10 3.94084e-10 4.10128e-10 7.24222e-10 1.0347e-09
threshold=1.0000000180025095e-35 -0.09225499999999999 -0.083449999999999983 -0.087384999999999977 0.089480000000000018 -0.079429999999999987 -0.090774999999999981 -0.020859999999999997 -0.057544999999999992 0.085875000000000021 0.091600000000000015 -0.39185999999999993 -1.0000000180025095e-35 -0.056919999999999991 -0.094329999999999983 0.11430500000000002 0.088470000000000007 0.083890000000000006 0.085325000000000012 0.085110000000000005 0.085635000000000003 0.086095000000000019 0.085730000000000015 0.085010000000000016 -0.081829999999999986 -0.047929999999999993 -0.077594999999999983 0.089885000000000007 -0.083804999999999977 0.087815000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -5 -8 9 -7 12 -12 13 -10 -11 16 17 18 19 -14 23 22 -22 -20 26 -26 -23 28 29 -28
right_child=-2 2 3 5 -6 8 7 -9 10 14 11 -13 15 -15 -16 -17 -18 -19 20 -21 21 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-2.0079181689188396e-07 1.5422160056946919e-07 -1.6266649684217928e-08 3.5129275901950184e-07 3.4669567568135747e-07 -3.880900021613343e-07 4.0559857481525798e-07 1.9586782903502352e-07 -2.0668914066329142e-07 -1.7579230367420244e-07 -1.8085475012696863e-07 6.0898041906201888e-08 -5.8489683993911969e-07 -1.3579399286433505e-08 6.6871274594318274e-07 5.3441351610672431e-08 1.5754780297752208e-07 -1.8382139296591051e-07 1.3988095211914243e-07 3.209322161869575e-08 -3.9646972224465361e-07 6.1980621481008272e-08 4.7280154547024722e-07 -6.5847334627980442e-07 5.1400018647924575e-07 -3.7403944920171131e-09 -5.5023015503055921e-07 -5.6176572449949086e-08 1.4398051534169083e-07 2.0962428921449456e-07 -7.4240322865753785e-07
leaf_weight=24 28 195 22 21 20 20 25 22 23 20 22 20 902 21 26 23 25 40 26 34 33 22 23 27 1028 22 118 193 69 27
leaf_count=24 28 195 22 21 20 20 25 22 23 20 22 20 902 21 26 23 25 40 26 34 33 22 23 27 1028 22 118 193 69 27
internal_value=0 -1.40014e-09 1.59126e-10 4.00216e-09 -5.08549e-08 1.30428e-09 1.12208e-07 7.43691e-09 -1.42418e-09 8.91568e-08 -3.64002e-09 -2.46623e-07 2.02334e-10 2.27267e-07 -4.84265e-08 -3.62264e-09 -5.05444e-09 -3.31139e-09 -5.58068e-09 -2.74878e-08 7.33183e-09 -1.99967e-09 -2.3392e-07 2.77593e-07 6.78163e-09 -1.51907e-08 6.056e-08 3.82766e-08 -5.70544e-08 -1.83957e-07
internal_weight=0 3093 3069 2854 215 2832 68 47 2764 66 2698 42 2656 44 46 2612 2589 2564 2524 936 1588 1535 56 53 1479 1050 429 407 214 145
internal_count=3121 3093 3069 2854 215 2832 68 47 2764 66 2698 42 2656 44 46 2612 2589 2564 2524 936 1588 1535 56 53 1479 1050 429 407 214 145
is_linear=0
shrinkage=0.1


Tree=9576
num_leaves=31
num_cat=0
split_feature=32 33 1429 156 474 1429 474 4 4 1 133 1 151 151 474 474 475 376 151 30 40 15 33 480 481 2 13 403 403 1210
split_gain=5.44266e-11 8.08467e-11 5.39857e-11 1.13059e-10 5.68423e-11 3.48256e-10 2.6969e-10 1.44114e-10 3.2707e-10 1.57215e-10 3.03004e-10 2.00101e-10 1.22087e-10 2.26011e-10 1.27268e-10 1.64737e-10 1.01175e-10 9.67924e-11 2.03039e-10 2.18341e-10 2.50911e-10 1.2671e-10 1.26413e-10 9.42079e-11 1.38702e-10 7.14736e-10 6.76534e-10 2.35855e-10 1.3024e-10 1.25179e-10
threshold=1.0000000180025095e-35 -0.009184999999999997 -0.23752499999999996 0.32523500000000005 0.090440000000000006 -0.0061799999999999989 0.089130000000000015 -0.021294999999999998 -0.012164999999999999 0.10022000000000002 0.087170000000000011 0.12040000000000002 0.13340000000000005 0.10561000000000002 0.088435000000000014 0.087035000000000015 -0.08317999999999999 0.080200000000000007 -0.088329999999999978 0.085570000000000021 -0.049474999999999998 -0.089964999999999976 0.085305000000000006 -0.092774999999999982 -0.087424999999999989 0.084145000000000011 -0.081224999999999978 -0.55327499999999985 -0.54856499999999986 -0.13847499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 12 16 -9 10 -10 -11 13 14 15 17 -7 22 -19 20 21 -20 23 -4 25 -25 -27 -26 -29 -30
right_child=-2 2 3 -5 5 7 -8 8 9 11 -12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 24 27 26 -28 28 29 -31
leaf_value=-1.7040276877163968e-07 1.3879944406523596e-07 -1.5579122163635682e-07 1.9985464154328638e-07 2.3839972669748026e-07 -4.373167598714645e-07 -2.4408400122410969e-08 3.2392536525914188e-07 -4.2645155815534965e-07 -4.0407878472592533e-07 3.8217188418343541e-07 1.1813189416898241e-07 -6.5154098507491651e-08 -1.7532569095908167e-07 3.296609187873942e-07 2.3459808855734635e-07 -2.6811997636978839e-07 2.459747049083343e-07 -2.035781074298592e-07 4.2285880179512778e-07 -1.0328870957000069e-07 -9.7279706068320593e-08 1.4403362434174078e-07 -2.3711180636323462e-07 -5.4700634016761018e-07 2.7923452082726879e-07 -2.4300472477989392e-07 5.373035071443155e-07 -2.2995044344042983e-07 1.6107331174574008e-07 -3.7488651252447319e-09
leaf_weight=28 28 22 23 20 21 25 26 21 20 20 25 20 39 21 23 23 31 21 39 29 20 28 23 27 30 25 20 25 47 2351
leaf_count=28 28 22 23 20 21 25 26 21 20 20 25 20 39 21 23 23 31 21 39 29 20 28 23 27 30 25 20 25 47 2351
internal_value=0 -1.25062e-09 2.9465e-10 1.42311e-09 -1.44719e-10 -5.41642e-08 3.33611e-09 -4.49629e-09 -7.3051e-08 1.42597e-08 -1.13962e-07 1.58509e-07 3.74025e-10 2.84332e-09 3.51245e-10 -1.62154e-09 1.25268e-07 6.41925e-10 8.25425e-08 1.3434e-07 2.1355e-07 3.06335e-07 -3.72229e-09 -1.61555e-09 -3.45073e-09 -1.40253e-07 1.03799e-07 5.64671e-10 -2.88564e-09 -5.18405e-10
internal_weight=0 3093 3065 3043 3023 183 2840 162 106 85 45 40 2814 2775 2754 2731 56 2708 137 116 87 67 2571 2548 2525 72 45 2453 2423 2398
internal_count=3121 3093 3065 3043 3023 183 2840 162 106 85 45 40 2814 2775 2754 2731 56 2708 137 116 87 67 2571 2548 2525 72 45 2453 2423 2398
is_linear=0
shrinkage=0.1


Tree=9577
num_leaves=31
num_cat=0
split_feature=472 1429 1425 52 3 0 0 483 0 13 13 0 0 1210 402 1209 483 12 51 0 156 13 42 16 43 1210 474 51 52 12
split_gain=6.05881e-11 9.14491e-11 6.21481e-11 7.79649e-11 2.14737e-10 7.15142e-11 5.33269e-10 4.82788e-10 3.96502e-10 2.98892e-10 6.14101e-10 4.81917e-10 4.8101e-10 5.71342e-10 3.24257e-10 3.33882e-10 2.79316e-10 2.86865e-10 3.111e-10 2.55338e-10 1.95735e-10 1.98523e-10 5.02951e-10 2.92748e-10 2.52004e-10 1.75512e-10 1.62981e-10 2.36659e-10 1.98983e-10 1.64891e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.10034500000000002 -0.55692499999999978 -0.086274999999999977 -0.070889999999999995 -0.070154999999999981 -0.097364999999999993 -0.071719999999999992 -0.063184999999999977 -0.052719999999999996 -0.067624999999999977 -0.067094999999999988 -0.00046999999999999993 -0.064959999999999976 0.086270000000000013 0.098395000000000024 0.12757000000000002 -0.40274499999999996 -0.063634999999999983 0.089950000000000016 -0.084034999999999985 0.10306000000000001 0.013515000000000001 -0.036954999999999995 -0.3960249999999999 0.088985000000000022 -0.12463499999999998 -0.23375999999999997 0.10016000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 8 -7 -8 25 11 -11 -9 13 -12 15 -14 17 18 -16 -20 21 24 23 -23 -13 -5 27 28 -21 -29
right_child=1 2 -4 5 -6 6 7 9 -10 10 12 20 14 -15 16 -17 -18 -19 19 26 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-1.5827207562324476e-07 1.998877622262942e-07 -6.0609867031442067e-08 -1.5420828402258081e-07 -2.6053981355289582e-07 2.9541583721481859e-07 -5.1379649619320848e-07 -4.7441850948747411e-07 4.7620421516261691e-07 4.1156621814290406e-07 -4.9935967315458846e-07 8.8858415381309904e-08 -2.8322390592122181e-07 1.6211289151483887e-08 -6.1632189537927281e-07 3.5186782501801135e-07 5.8075143435587509e-07 3.5135297984822958e-07 -3.0812548956760111e-07 -3.5781423209419414e-07 -2.7246172283991079e-08 -2.1066289148334534e-07 6.4729044556667192e-07 -1.9166732624606324e-07 1.7031823228036605e-07 8.5143034552332279e-08 5.9048294130148672e-09 2.5138515127309805e-07 -1.3096231938372491e-08 -4.5759527686193404e-07 2.8827510659214439e-07
leaf_weight=24 23 36 26 25 32 22 22 29 24 28 20 26 22 27 23 20 20 34 22 22 27 22 23 31 65 2227 23 134 21 21
leaf_count=24 23 36 26 25 32 22 22 29 24 28 20 26 22 27 23 20 20 34 22 22 27 22 23 31 65 2227 23 134 21 21
internal_value=0 1.22923e-09 -2.57154e-10 1.05608e-09 1.06932e-07 -1.35988e-09 -2.92139e-08 -1.35822e-08 7.25578e-09 1.77902e-09 -4.62935e-08 9.59839e-08 -1.52767e-08 -3.16245e-07 2.37993e-08 2.8504e-07 -1.04886e-08 -3.46113e-08 3.49139e-10 -3.29222e-08 3.91468e-08 7.95352e-08 1.98841e-07 3.68307e-07 -2.01047e-08 2.94696e-09 -5.79982e-10 -2.98487e-08 -2.37417e-07 2.77347e-08
internal_weight=0 3097 3074 3048 68 2980 704 682 2276 660 437 223 409 47 362 42 320 300 266 243 194 167 76 53 91 2252 221 198 43 155
internal_count=3121 3097 3074 3048 68 2980 704 682 2276 660 437 223 409 47 362 42 320 300 266 243 194 167 76 53 91 2252 221 198 43 155
is_linear=0
shrinkage=0.1


Tree=9578
num_leaves=31
num_cat=0
split_feature=401 402 2 402 15 480 15 52 4 0 1447 15 483 401 15 15 1208 42 52 42 42 39 42 133 1210 401 159 374 39 132
split_gain=5.82653e-11 9.70838e-11 2.83389e-10 1.61191e-10 6.30517e-11 2.39404e-10 1.74549e-10 1.18242e-10 1.04103e-10 1.16291e-10 8.879e-11 9.79254e-11 1.22241e-10 1.1367e-10 1.53123e-10 8.92744e-11 1.25266e-10 9.49716e-11 4.04845e-10 5.45593e-10 1.58065e-10 1.11702e-10 1.22237e-10 8.95484e-11 1.36232e-10 1.92659e-10 8.49318e-11 8.15201e-11 1.10499e-10 1.12597e-10
threshold=-0.47263499999999997 -0.46267499999999995 0.086885000000000004 -0.43418999999999991 0.12044500000000001 0.11747 0.123935 -0.087769999999999987 -0.055319999999999994 -0.072269999999999987 0.071705000000000005 0.11728000000000001 0.12770500000000004 -0.099524999999999988 0.11461000000000002 0.11171000000000002 0.11846000000000001 0.11747 0.088785000000000017 0.12074000000000001 0.11603500000000001 0.11402500000000002 -0.23108499999999998 0.40304500000000004 -0.3960249999999999 0.13485500000000003 0.14029500000000003 0.08987500000000001 -0.020804999999999994 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 10 -6 -8 -9 -10 11 12 13 -5 15 16 17 20 19 -19 21 22 -15 24 -24 26 27 28 -26 -30
right_child=1 3 -4 4 6 -7 7 8 9 -11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-1.552100790410312e-07 4.1063114522222305e-07 -2.5372839149895299e-07 -1.1533605643876399e-07 -2.2252294278903564e-07 3.4137258921873584e-07 -3.163042637588376e-07 -1.4889130940313558e-07 2.5792838253361576e-07 -1.3307299917235989e-07 1.636571323615499e-07 -1.574604966338354e-07 1.6902763962077317e-07 2.3551681229088732e-07 2.103266123297333e-07 2.7640451889965338e-07 -1.7894613141119669e-07 2.4987476706428422e-07 -6.4222247973785589e-07 2.1314425507939475e-07 -3.4571506956934984e-08 2.7553046276720821e-07 -1.7485201249358952e-07 -2.3448586375707236e-07 1.4501989721252142e-07 -1.7891341225809551e-07 3.0923954668082844e-07 -1.979964712911004e-07 1.75493255811104e-07 7.5858667490512387e-08 -6.2443242994687287e-09
leaf_weight=24 21 25 20 23 20 24 30 24 28 25 35 35 22 28 20 28 20 22 29 45 21 36 25 42 35 20 22 26 181 2165
leaf_count=24 21 25 20 23 20 24 30 24 28 25 35 35 22 28 20 28 20 22 29 45 21 36 25 42 35 20 22 26 181 2165
internal_value=0 1.20398e-09 1.54062e-07 -8.46792e-10 1.239e-09 -1.77719e-09 7.02077e-08 1.95227e-08 8.51385e-08 6.89404e-09 8.43868e-10 2.79137e-09 7.20815e-10 -1.13195e-09 7.09637e-10 -1.29907e-09 5.3167e-10 -1.31737e-09 -9.89941e-08 -2.34099e-07 2.28777e-09 6.36986e-11 2.53892e-09 2.26498e-10 -2.2316e-09 1.39314e-10 -2.40577e-09 -6.18067e-10 -2.54116e-09 9.0135e-11
internal_weight=0 3097 41 3056 3031 2904 127 107 77 53 2880 2845 2810 2788 2765 2745 2717 2697 96 67 2601 2580 2544 2516 2474 2449 2429 2407 2381 2346
internal_count=3121 3097 41 3056 3031 2904 127 107 77 53 2880 2845 2810 2788 2765 2745 2717 2697 96 67 2601 2580 2544 2516 2474 2449 2429 2407 2381 2346
is_linear=0
shrinkage=0.1


Tree=9579
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 475 2 16 147 4 4 133 4 52 41 33 1429 51 4 4 151 42 4 42 4 2 133 16 16 160 1
split_gain=5.69239e-11 2.86601e-10 1.62607e-10 5.63177e-11 1.08925e-10 6.51052e-11 1.98662e-10 1.70715e-10 1.62054e-10 2.79766e-10 3.74671e-10 3.47891e-10 3.41389e-10 2.74318e-10 4.36694e-10 1.89963e-10 9.67671e-10 8.79374e-10 7.44453e-10 5.0637e-10 2.40403e-10 2.74435e-10 4.57631e-10 3.45209e-10 3.68011e-10 3.59511e-10 1.84838e-10 5.93154e-10 3.7287e-10 5.11476e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23752499999999996 0.13528000000000004 0.10613000000000002 0.55700000000000005 0.093875000000000014 -0.012164999999999999 -0.016304999999999997 0.087625000000000022 -0.017809999999999996 -0.026204999999999996 0.088520000000000015 -0.0066799999999999993 0.083725000000000008 -0.085604999999999987 -0.0086549999999999978 -0.0047449999999999992 -0.37203999999999993 -0.12099999999999998 -0.0060199999999999993 0.083235000000000017 -0.0019149999999999998 0.090310000000000015 0.084655000000000022 -0.056919999999999991 -0.082404999999999992 -0.016279999999999996 0.088340000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 8 9 11 12 -5 -11 14 -10 19 -17 -18 -19 -16 -21 22 -22 24 25 -23 27 -25 -28 -30
right_child=1 3 -4 4 -6 -7 -8 -9 13 10 -12 -13 -14 -15 15 16 17 18 -20 20 21 23 -24 26 -26 -27 28 -29 29 -31
leaf_value=-1.6281982622180081e-08 3.7183155297628094e-07 -1.6616338914587915e-07 -2.7407226223122704e-07 -8.1600489311552241e-09 2.2913822834068145e-07 -2.693662300010672e-08 3.0787686026459681e-07 -2.5937007907354352e-07 5.0252143312588623e-07 -2.5160332441056665e-07 -4.7213181327758021e-07 3.8451677978479855e-07 2.3291143200765421e-07 -3.1362799521026493e-07 5.4256220720850205e-07 -6.7397256593437764e-07 5.2509390182007926e-07 -6.4677865026396834e-07 1.4627535439762267e-07 -2.8120961494757713e-07 5.3105996206189356e-07 -6.4378882598248315e-07 7.6061675578048816e-08 5.7315431931914135e-08 1.4156541306481978e-07 -6.533454639100542e-08 1.6226058578054523e-07 5.6398021138193152e-07 5.1016777699763403e-08 -4.3885305199518001e-07
leaf_weight=194 21 20 28 1184 21 661 22 24 21 33 30 23 26 21 21 22 28 20 29 22 30 22 84 305 22 21 55 25 47 39
leaf_count=194 21 20 28 1184 21 661 22 24 21 33 30 23 26 21 21 22 28 20 29 22 30 22 84 305 22 21 55 25 47 39
internal_value=0 3.74433e-09 -4.87961e-08 1.0585e-09 2.2287e-09 5.49076e-10 8.89836e-09 5.84473e-09 8.83306e-09 -1.32938e-08 -1.84395e-07 -6.77392e-10 -3.80883e-08 4.32173e-08 5.24347e-08 4.05006e-08 -8.90743e-08 7.80395e-08 -1.7742e-07 5.90113e-08 4.39003e-08 5.4904e-08 1.95798e-07 2.49377e-08 -1.91091e-07 -3.61288e-07 5.47507e-08 9.56991e-08 -4.10862e-08 -1.71133e-07
internal_weight=0 2899 222 2878 2858 2837 2176 2154 2130 1296 89 1207 59 834 813 792 99 77 49 693 672 650 114 536 65 43 471 330 141 86
internal_count=3121 2899 222 2878 2858 2837 2176 2154 2130 1296 89 1207 59 834 813 792 99 77 49 693 672 650 114 536 65 43 471 330 141 86
is_linear=0
shrinkage=0.1


Tree=9580
num_leaves=31
num_cat=0
split_feature=156 156 1429 157 50 376 376 39 16 9 3 9 34 2 1 9 4 45 475 475 132 1186 1185 43 2 2 2 482 16 1
split_gain=5.23637e-11 7.33843e-11 6.17053e-11 1.17062e-10 5.86506e-11 5.998e-11 7.42553e-11 8.05382e-11 3.64414e-10 2.66182e-10 4.77033e-10 1.80896e-10 1.16111e-10 2.10299e-10 6.45734e-11 6.9196e-11 8.28652e-10 8.05129e-11 6.46447e-11 1.35334e-10 7.29292e-11 1.70572e-09 9.15547e-10 1.64091e-10 8.2951e-11 5.30496e-10 4.28433e-10 2.84926e-10 4.50368e-10 1.73677e-10
threshold=0.3248100000000001 0.14862 0.12387000000000002 0.39282000000000006 0.14794500000000002 0.10727000000000002 0.088470000000000007 -1.0000000180025095e-35 -0.004174999999999999 0.092235000000000011 -0.13309499999999996 0.085555000000000006 -0.08786999999999999 -0.080614999999999978 0.16175000000000003 -0.013509999999999999 0.053180000000000012 0.094030000000000016 -0.10664 -0.091889999999999986 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 -0.011694999999999999 0.11411 0.11510000000000002 0.11682500000000001 -0.44221499999999997 0.62682500000000008 0.10658000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 11 -11 12 -9 -14 15 16 -15 18 -17 -20 21 23 -22 -21 27 -26 -27 -24 29 -29
right_child=-2 -3 -4 -5 -6 -7 -8 9 -10 10 -12 -13 13 14 -16 17 -18 -19 19 20 22 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=-8.5519221038055093e-08 -1.5032957801098668e-07 1.8741724071939341e-07 -1.7098538238190572e-07 2.4215744446109968e-07 -1.71251175515863e-07 1.2710027955274593e-07 -1.7619652759037763e-07 2.0612582021486662e-07 4.5861867874918977e-07 1.5252575163771098e-07 -4.7389134112468273e-07 2.5517870270164169e-07 -3.0338215980385068e-07 4.4637293181849745e-07 -1.787862950664021e-07 -1.1923696657912721e-07 -2.9325810000051845e-07 -1.6655868406175989e-07 2.4996674483836823e-07 -2.3277238956406372e-07 -6.4607999454644669e-07 9.3502375250409389e-07 -3.4821928109481223e-07 8.4737590149306295e-09 -5.0730832691793577e-07 3.7108774584211279e-07 -4.5087764523375084e-08 1.6703483934660491e-10 4.5358939977948309e-07 1.1312349575111395e-07
leaf_weight=32 23 21 21 20 20 37 24 27 20 20 31 28 23 33 20 44 28 29 22 35 22 20 22 145 23 27 295 1839 23 147
leaf_count=32 23 21 21 20 20 37 24 27 20 20 31 28 23 33 20 44 28 29 22 35 22 20 22 145 23 27 295 1839 23 147
internal_value=0 1.11629e-09 -1.55184e-10 1.01871e-09 -5.69814e-10 5.62025e-10 -1.00961e-09 4.13223e-10 1.23765e-07 -1.79631e-09 -2.28238e-07 2.25296e-09 -2.54806e-10 -2.24704e-09 2.49755e-10 1.54994e-09 1.0687e-07 -8.35697e-10 9.68344e-10 2.98706e-09 8.95622e-10 5.89107e-08 -3.943e-09 -3.84352e-08 2.00271e-09 -4.33322e-08 -1.01911e-08 9.70363e-09 1.36231e-08 8.52786e-09
internal_weight=0 3098 3077 3056 3036 3016 2979 2955 52 2903 51 2852 2824 2797 2774 2754 61 2693 2664 2620 2598 200 2398 180 2376 345 322 2031 2009 1986
internal_count=3121 3098 3077 3056 3036 3016 2979 2955 52 2903 51 2852 2824 2797 2774 2754 61 2693 2664 2620 2598 200 2398 180 2376 345 322 2031 2009 1986
is_linear=0
shrinkage=0.1


Tree=9581
num_leaves=31
num_cat=0
split_feature=46 453 0 47 15 10 0 0 15 15 3 42 41 4 52 3 1 160 48 150 4 15 120 33 43 43 3 0 457 150
split_gain=6.05714e-11 5.8909e-11 6.43256e-11 4.17316e-10 1.1641e-09 6.21703e-10 2.47074e-10 2.26379e-10 1.00635e-09 2.84941e-10 2.10762e-10 1.75779e-10 5.0844e-10 2.52269e-10 6.72749e-10 3.68278e-10 3.56194e-10 3.3546e-10 2.93747e-10 9.92817e-10 2.34402e-10 1.61762e-10 1.02781e-10 1.52154e-10 1.13299e-10 2.63303e-10 8.84168e-10 7.85345e-10 4.85611e-10 3.57268e-10
threshold=0.10987500000000001 0.10071000000000001 -0.10151999999999999 0.094160000000000008 -0.11345499999999999 -1.0000000180025095e-35 -0.099059999999999995 -0.11173999999999999 -0.10203999999999998 -0.047714999999999987 0.10299500000000002 0.087550000000000017 0.078570000000000015 -0.0070899999999999991 -1.0000000180025095e-35 0.088060000000000013 0.09253500000000002 0.10830500000000001 -0.072824999999999987 0.090480000000000019 0.50500500000000004 -0.040804999999999994 1.0000000180025095e-35 -0.012019999999999998 -0.081944999999999976 -0.08287499999999999 -0.082234999999999989 -0.082974999999999979 0.093100000000000002 0.10874500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 -1 -4 11 -9 -10 -5 13 -13 14 -7 16 21 18 -17 20 -20 -15 23 -8 25 28 -27 -28 29 -25
right_child=-2 -3 6 4 -6 7 22 8 9 -11 -12 12 -14 15 -16 17 -18 -19 19 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-5.505911713754586e-07 1.6533731605635054e-07 -1.7224812435046033e-07 -2.6016723764817138e-07 -1.7048778721390034e-07 8.6117002149938511e-07 2.4822756232095007e-08 2.4425907656677735e-07 7.8312464236063306e-07 -3.4989080162972645e-07 1.4810963777891731e-07 2.0456442596555304e-07 -4.3468721045554287e-07 1.2930352186817946e-07 1.6441209450848958e-08 -5.3831218578024063e-07 -2.711332253824139e-07 5.629531337555828e-07 -4.0247160477574223e-07 -2.5090332746755292e-07 6.823348933909549e-07 1.6949127162509588e-07 2.992161940218452e-07 -2.091316640454958e-07 1.4085286889187218e-08 -1.8062101860318886e-08 7.1864805714421492e-07 -5.0256543119076021e-07 3.8363146018127739e-07 -3.8244542565735174e-07 3.9979732798656184e-07
leaf_weight=20 22 20 38 31 22 99 25 20 20 27 29 33 31 55 27 24 23 21 36 23 21 32 24 609 1671 23 20 20 30 25
leaf_count=20 22 20 38 31 22 99 25 20 20 27 29 33 31 55 27 24 23 21 36 23 21 32 24 609 1671 23 20 20 30 25
internal_value=0 -1.17973e-09 -6.85329e-11 2.94951e-08 2.38939e-07 -4.04868e-09 -7.13524e-09 1.81685e-08 1.8901e-07 -6.38054e-08 1.07874e-08 -8.76409e-09 -1.61504e-07 1.83145e-08 -9.5849e-08 7.95256e-08 2.12974e-07 -3.79088e-08 3.57048e-08 1.27756e-07 -9.60211e-08 1.2045e-07 -3.20585e-09 -1.16614e-09 -3.72479e-09 2.92293e-08 2.24607e-07 -5.9467e-08 1.0692e-08 2.92948e-08
internal_weight=0 3099 3079 594 82 512 2485 492 67 47 60 425 64 361 126 235 110 125 104 80 57 87 2447 2423 2398 727 63 40 664 634
internal_count=3121 3099 3079 594 82 512 2485 492 67 47 60 425 64 361 126 235 110 125 104 80 57 87 2447 2423 2398 727 63 40 664 634
is_linear=0
shrinkage=0.1


Tree=9582
num_leaves=31
num_cat=0
split_feature=40 130 40 376 42 132 1185 1203 1201 1213 1213 42 1212 1213 403 1210 0 43 133 0 1210 403 1209 1210 43 0 401 0 12 133
split_gain=5.72583e-11 1.93698e-10 1.89216e-10 9.43975e-11 6.12656e-11 5.49212e-11 3.33412e-10 1.51547e-10 5.57818e-11 5.59023e-11 6.17729e-10 1.73431e-09 6.08077e-10 4.81369e-10 2.51836e-10 3.8489e-10 3.64988e-10 9.48889e-11 2.04908e-10 1.16317e-10 8.81423e-11 8.50494e-11 2.70466e-10 1.24979e-10 5.82254e-10 3.86882e-10 1.63621e-10 4.41617e-10 2.3729e-10 2.26755e-10
threshold=-0.24620999999999996 -0.22699999999999995 -0.099059999999999995 -0.11750499999999998 0.089905000000000013 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.08126499999999999 -0.084704999999999989 -0.087969999999999979 0.087550000000000017 -0.089079999999999979 -0.090324999999999989 -0.0047449999999999992 -0.079504999999999978 -0.083554999999999977 0.0016850000000000001 -0.13941499999999998 -0.079634999999999997 -0.40154499999999999 -0.55276999999999987 -0.087714999999999987 -0.064799999999999983 -0.0098449999999999979 -0.078244999999999995 -0.078179999999999986 -0.071924999999999989 0.096295000000000019 0.51114000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 7 -7 -5 -8 10 13 -12 -11 14 16 -16 -10 19 -19 -17 -14 -22 -23 24 25 -24 27 28 -25 -28
right_child=1 2 3 5 -6 6 8 -9 9 12 11 -13 20 -15 15 17 -18 18 -20 -21 21 22 23 26 -26 -27 29 -29 -30 -31
leaf_value=1.6865845736901977e-07 -2.9675608937457752e-07 9.3342696594334035e-08 -2.1310236991753517e-07 -1.6649428936767032e-08 3.4086155338286521e-07 4.0036576852539186e-07 1.4084003850151867e-07 -2.6593324296949767e-07 5.4678447778400143e-07 -4.8654318093737786e-07 1.0333412813592769e-06 -2.6781718361235111e-07 2.0359252616907769e-07 -4.9282821748875002e-07 -4.395628977249544e-07 -1.3451015511635735e-07 -1.2543032644275953e-08 3.7745170587299983e-07 -6.4808315094275956e-08 1.3993594472555307e-07 -1.6411593684040326e-07 3.4901764613757469e-07 3.8027269944168872e-07 2.0778581563757578e-07 -5.5721705119925567e-07 -2.3427629258776506e-07 -4.8128921106810999e-10 5.4795344780700364e-07 -2.5159232796506166e-07 -2.9201058629900622e-07
leaf_weight=20 22 20 21 189 20 21 28 28 20 26 21 20 21 20 21 47 28 20 22 23 32 22 21 23 22 20 2254 20 22 27
leaf_count=20 22 20 21 189 20 21 28 28 20 26 21 20 21 20 21 47 28 20 22 23 32 22 21 23 22 20 2254 20 22 27
internal_value=0 -1.08779e-09 1.02482e-09 -1.81924e-09 2.17102e-07 -3.4908e-10 3.40569e-09 -4.88151e-08 4.07075e-10 -1.02175e-09 4.4879e-08 3.9863e-07 -5.44724e-09 -2.72791e-08 2.41628e-08 -4.66994e-08 2.2051e-07 2.69625e-08 1.45792e-07 -4.4335e-08 -4.11616e-10 -2.15099e-09 -1.89989e-11 -3.20655e-09 -1.422e-07 8.04927e-08 5.26002e-10 1.56971e-07 -1.67991e-08 -3.9321e-09
internal_weight=0 3101 3079 3039 40 3018 2801 217 2780 2752 242 41 2510 201 181 133 48 112 42 70 2484 2463 2431 2409 63 41 2346 65 45 2281
internal_count=3121 3101 3079 3039 40 3018 2801 217 2780 2752 242 41 2510 201 181 133 48 112 42 70 2484 2463 2431 2409 63 41 2346 65 45 2281
is_linear=0
shrinkage=0.1


Tree=9583
num_leaves=31
num_cat=0
split_feature=47 47 0 15 0 2 47 43 0 483 12 160 132 1203 1185 50 51 51 1 133 15 48 48 48 0 0 1455 0 0 51
split_gain=5.1324e-11 5.15332e-10 4.49177e-10 1.9395e-09 5.46041e-10 1.85361e-10 9.71424e-11 1.07302e-10 1.97898e-10 7.36674e-11 8.77398e-11 1.00202e-10 6.89013e-11 1.83831e-09 9.11014e-10 1.83395e-10 7.49932e-11 2.12383e-10 2.31005e-10 2.29512e-10 1.53405e-10 1.28184e-10 1.90955e-10 2.02998e-10 1.23211e-10 4.83373e-10 3.74877e-10 2.61802e-10 7.08835e-10 3.65352e-10
threshold=0.092710000000000015 0.09055500000000001 -0.10224499999999999 -0.11033999999999998 -0.09595999999999999 0.10402500000000002 0.11939500000000002 -0.078139999999999973 -0.060129999999999996 -1.0000000180025095e-35 0.086095000000000019 -0.021249999999999995 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.087730000000000016 0.11444000000000001 0.123935 0.10439500000000002 0.085265000000000021 -0.07490999999999999 0.10911000000000001 0.10061000000000002 0.096835000000000018 -0.070889999999999995 -0.069824999999999984 0.085560000000000011 -0.068604999999999985 -0.067094999999999988 0.067785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 5 -4 -2 9 -8 -9 -6 11 -11 13 15 -14 -1 21 -18 19 20 -19 22 23 24 -16 -26 27 -27 -29 -30
right_child=2 -3 4 -5 6 -7 7 8 -10 10 -12 -13 14 -15 16 -17 17 18 -20 -21 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-8.3472944299357654e-09 1.8970212262762029e-07 4.9794138343188591e-07 5.209694906836506e-07 -1.0694115709885041e-06 -2.3740303035424403e-07 -1.3813660607010046e-07 -9.1253548598994416e-08 3.8946578907360741e-07 -1.4575402744825357e-08 2.3016995207569836e-08 2.9222691762716598e-08 -2.7728527084036612e-07 -6.75916139130095e-07 9.6601164102594348e-07 1.34587000656048e-08 -3.2361912849816172e-07 2.7454743921102943e-07 6.7766879396913285e-08 -2.0730156195093565e-07 -1.1617374739138353e-07 4.4159542004048748e-07 -1.9539266071266117e-07 2.5976365411699882e-07 -3.2016625439723612e-07 -3.9435974935978877e-07 2.7164940050810131e-07 4.0874221099329591e-07 -5.7852039224333871e-07 -5.1642299855868308e-08 2.2607363642339997e-07
leaf_weight=152 35 21 21 21 20 34 24 22 27 20 84 25 20 20 1719 21 38 23 36 29 21 34 28 20 36 27 20 24 446 53
leaf_count=152 35 21 21 21 20 34 24 22 27 20 84 25 20 20 1719 21 38 23 36 29 21 34 28 20 36 27 20 24 446 53
internal_value=0 4.43563e-09 -3.71017e-08 -2.27941e-07 3.35796e-08 2.81584e-08 -1.25249e-08 8.19812e-08 1.66831e-07 -5.88265e-08 -3.11402e-08 -1.43818e-07 6.9019e-10 5.83184e-08 -3.6308e-09 -4.66173e-08 1.63377e-09 7.09731e-08 2.26736e-12 1.02234e-07 2.46185e-07 -2.60092e-09 1.61373e-10 -2.93836e-09 -2.09514e-10 -3.89812e-08 -1.65363e-08 -3.20009e-08 -4.7677e-08 -2.21454e-08
internal_weight=0 2788 333 90 243 69 222 73 49 149 129 45 2767 193 2574 173 2554 147 109 73 44 2407 2373 2345 2325 606 570 550 523 499
internal_count=3121 2788 333 90 243 69 222 73 49 149 129 45 2767 193 2574 173 2554 147 109 73 44 2407 2373 2345 2325 606 570 550 523 499
is_linear=0
shrinkage=0.1


Tree=9584
num_leaves=31
num_cat=0
split_feature=132 1185 1203 15 480 52 159 52 42 2 1212 401 402 12 16 402 480 131 481 402 1447 484 3 1447 4 3 1447 1447 0 0
split_gain=5.3334e-11 3.64754e-10 2.1578e-10 5.07918e-11 2.15058e-10 1.62075e-10 3.31494e-10 9.7381e-11 1.70225e-10 9.36759e-11 8.89458e-11 1.49256e-10 8.8894e-11 1.02503e-09 1.40226e-09 1.31439e-10 1.82539e-10 7.92626e-10 1.06908e-09 4.02164e-10 3.4519e-10 4.19548e-10 1.95556e-10 1.75344e-10 6.14241e-10 3.46728e-10 1.81063e-10 1.49774e-10 1.19859e-10 5.91932e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.12044500000000001 0.11747 0.17829500000000004 -0.26424499999999995 1.0000000180025095e-35 0.097640000000000018 0.10060500000000001 -0.52517999999999987 0.13571500000000003 0.11522000000000002 0.088245000000000004 -0.080344999999999986 0.11174500000000002 0.086930000000000021 0.087205000000000019 -0.086484999999999992 0.10607000000000001 -0.086304999999999979 -0.078424999999999981 -0.075944999999999985 -0.085684999999999997 -0.081609999999999988 -0.081734999999999988 -0.084334999999999979 0.071705000000000005 -0.080119999999999983 -0.080499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 10 7 -7 8 9 -5 -3 12 15 -14 -15 16 19 18 -18 23 -20 -22 -23 24 -12 -26 -25 28 29 -28
right_child=1 3 -4 5 -6 6 -8 -9 -10 -11 11 -13 13 14 -16 -17 17 -19 20 -21 21 22 -24 26 25 -27 27 -29 -30 -31
leaf_value=-9.7877318804250424e-09 4.1886591177552921e-07 2.0530715501433318e-07 -3.0675085912637965e-07 -2.2902455498297059e-07 -3.0677227275942726e-07 -5.8859884006778892e-08 5.1689549763977992e-07 -1.9604004567564846e-07 2.6604795231793584e-07 7.0003679943717797e-08 -5.9491042531011446e-07 -2.7346335059519331e-07 -4.6802684136340844e-07 1.0061720811904707e-06 -4.9082261496965549e-08 -2.5774546717372006e-07 7.4618676613869774e-07 -3.8246804173788274e-07 3.953920157910447e-07 -3.981259836335264e-07 -4.3268393874368055e-07 3.1395355444660908e-07 -8.6343746976179042e-08 3.0139030425146986e-07 3.5974730252519297e-07 -2.0402006981612433e-07 1.1061835081176561e-08 -2.6663633136758153e-07 -2.5305240506934129e-08 4.6779556968615531e-07
leaf_weight=194 21 21 28 20 23 20 20 22 23 22 22 20 22 20 34 20 29 27 22 26 21 23 26 20 20 24 1318 21 963 29
leaf_count=194 21 21 28 20 23 20 20 22 23 22 22 20 22 20 34 20 29 27 22 26 21 23 26 20 20 24 1318 21 963 29
internal_value=0 3.61419e-09 -4.72425e-08 5.84208e-10 -2.27015e-09 6.24136e-08 2.29018e-07 -1.41861e-08 4.73645e-08 -7.23907e-08 2.97137e-10 -1.29326e-09 7.32566e-10 1.07343e-07 3.41753e-07 -2.3706e-09 -3.99359e-10 1.07439e-07 2.16758e-07 -6.93237e-09 4.98723e-08 -5.87195e-08 1.01551e-07 -2.72424e-09 -1.63478e-07 5.22378e-08 1.78863e-09 -7.81956e-10 1.6349e-09 2.0895e-08
internal_weight=0 2899 222 2878 2751 127 40 87 65 42 2728 2707 2687 76 54 2611 2591 148 121 2443 92 70 49 2417 66 44 2351 2331 2310 1347
internal_count=3121 2899 222 2878 2751 127 40 87 65 42 2728 2707 2687 76 54 2611 2591 148 121 2443 92 70 49 2417 66 44 2351 2331 2310 1347
is_linear=0
shrinkage=0.1


Tree=9585
num_leaves=31
num_cat=0
split_feature=3 159 159 49 160 0 16 1 1 3 0 3 44 1426 120 13 472 155 16 158 9 9 4 160 3 3 2 16 1212 2
split_gain=5.78146e-11 1.7089e-10 2.46621e-10 2.04531e-10 3.17606e-10 3.15366e-10 1.70343e-10 1.61438e-10 5.67849e-10 1.52243e-10 9.35343e-11 9.07115e-11 2.80761e-10 9.98939e-11 8.96903e-11 1.06423e-10 4.24659e-10 3.57682e-10 1.56136e-10 1.54171e-10 1.48885e-10 2.20937e-10 1.43884e-10 3.5079e-10 1.2024e-10 2.67551e-10 2.46546e-10 2.09219e-10 1.17688e-10 1.06271e-10
threshold=0.10893000000000001 0.096715000000000009 0.10644500000000001 -0.043469999999999995 1.0000000180025095e-35 -0.14001499999999997 -0.5335399999999999 0.102705 0.11453000000000001 0.10542000000000001 -0.13027499999999997 0.099930000000000005 0.083555000000000018 -0.094284999999999994 1.0000000180025095e-35 0.10002500000000002 -0.096814999999999998 0.083985000000000018 0.24134000000000003 0.086290000000000019 0.092890000000000014 0.088235000000000022 -0.51843499999999987 -1.0000000180025095e-35 -0.13309499999999996 -0.11171999999999999 0.095195000000000016 -0.15241499999999997 -0.52517999999999987 0.11747
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 5 6 -2 -5 -8 -9 11 -10 12 13 -1 15 16 -15 18 19 24 21 22 23 -18 27 -26 -27 -17 -24 -28
right_child=1 2 -4 4 -6 -7 7 8 10 -11 -12 -13 -14 14 -16 17 20 -19 -20 -21 -22 -23 28 -25 25 26 29 -29 -30 -31
leaf_value=2.2176003582785601e-07 4.6818932054530179e-07 -3.9147034220476939e-07 4.437956760041842e-08 -1.6301209595697047e-07 -3.4135921197275824e-07 -4.4455373657825705e-08 -8.9206340447844928e-08 6.6756558510405743e-07 -9.2057133599610105e-08 -2.5494193944079295e-07 1.5016484760301617e-07 1.9157302138713327e-07 -3.6794403172956712e-07 -4.6584939731530991e-07 -1.9108662377220754e-07 3.3646365025674642e-07 7.5118652603123332e-08 4.5709672606552066e-07 2.6558467448959768e-07 2.0363609886923466e-07 2.5003952537832923e-07 -3.2854352628505913e-07 2.4213554084440152e-07 -4.7928067515169376e-07 -3.4040552231810277e-07 1.8212722791887654e-07 -3.3641731711497869e-07 -7.5835449120376105e-08 -1.4617431750650045e-09 -1.4329666765347395e-08
leaf_weight=20 30 20 37 23 20 20 25 20 25 24 44 24 21 20 25 20 25 21 24 30 23 21 20 21 33 38 20 32 2374 21
leaf_count=20 30 20 37 23 20 20 25 20 25 24 44 24 21 20 25 20 25 21 24 30 23 21 20 21 33 38 20 32 2374 21
internal_value=0 4.47717e-08 -1.0855e-07 8.69908e-08 3.0895e-08 2.63131e-07 8.52387e-08 1.35324e-07 1.98395e-07 -4.13954e-09 6.24033e-08 -2.01485e-09 -3.66885e-09 -9.2503e-10 -2.53403e-09 -8.15538e-10 -6.90091e-09 6.29409e-08 2.49717e-08 -4.79482e-09 -3.20568e-09 -5.57245e-09 -2.79278e-09 -1.77977e-07 -4.29224e-08 -1.01266e-07 -1.37259e-09 8.27411e-08 5.73322e-10 -1.71446e-07
internal_weight=0 264 57 207 157 50 137 114 89 2857 69 2833 2809 2788 2768 2743 2504 239 218 194 2484 2461 2440 46 164 112 79 52 2394 41
internal_count=3121 264 57 207 157 50 137 114 89 2857 69 2833 2809 2788 2768 2743 2504 239 218 194 2484 2461 2440 46 164 112 79 52 2394 41
is_linear=0
shrinkage=0.1


Tree=9586
num_leaves=31
num_cat=0
split_feature=1212 1212 16 481 15 3 1212 52 403 12 1212 160 2 481 2 484 403 1210 2 1209 1210 1213 4 402 393 403 1204 1185 401 1210
split_gain=5.2308e-11 2.71859e-10 2.39699e-10 2.6375e-10 2.21691e-10 2.12431e-10 2.61864e-10 1.77788e-10 1.85077e-10 1.35212e-10 2.47522e-10 1.26053e-10 2.25196e-10 1.10118e-10 1.17617e-09 9.85034e-10 3.31693e-10 9.64083e-11 4.59679e-10 1.4425e-10 2.74783e-10 9.76466e-11 3.86925e-10 1.68566e-10 1.48501e-10 1.46122e-10 1.16339e-10 1.08781e-10 1.1978e-10 9.67294e-11
threshold=0.08759500000000002 0.086920000000000011 -0.014754999999999999 -0.073474999999999985 0.098485000000000017 -0.077104999999999993 0.13631000000000001 0.086635000000000004 -0.081499999999999989 0.089085000000000011 0.095095000000000013 -0.54913999999999985 0.092120000000000021 -0.087424999999999989 0.085485000000000019 -0.091199999999999989 -0.55327499999999985 -0.12043 0.084885000000000002 0.085415000000000005 -0.00046999999999999993 0.10336000000000002 -0.081114999999999979 -0.45015499999999992 0.11333500000000001 -0.43370499999999995 0.057120000000000011 0.086650000000000019 -0.099524999999999988 -0.026879999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -2 5 6 7 9 -9 10 -5 12 -1 14 -13 -16 -15 18 -18 21 -21 23 -23 -19 25 -25 27 28 -27 -30
right_child=2 -3 -4 4 -6 -7 -8 8 -10 -11 -12 13 -14 16 15 -17 17 19 -20 20 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=3.7589299045256066e-07 4.1798692578254305e-07 -3.0341577902011829e-07 -1.9406849551037219e-07 3.0977030863145783e-07 -1.8747084338766695e-07 3.9828600016278417e-07 -2.6763732886469044e-07 -2.0849115983388592e-07 1.8693043003281672e-07 3.5039210588090073e-07 -1.2658000902486213e-07 -6.325196865034365e-07 -6.1991766108843405e-08 3.4873613180429355e-07 -1.6051936483228878e-07 7.1477370312322829e-07 1.7397628248570231e-07 -2.3762604217362575e-07 -4.5163834864562591e-07 3.2523536939633784e-07 -5.2612120472216567e-08 -4.1187363979975931e-07 9.8573104383369758e-08 1.9052246901269543e-07 2.5950121779901151e-07 -2.3222327559902955e-07 -2.3894990956055803e-07 -1.8282773529184244e-07 1.9038815105853214e-07 -3.1208516474890788e-12
leaf_weight=24 21 30 37 26 34 20 22 29 20 33 26 29 23 27 36 20 23 30 24 38 39 27 33 39 22 22 21 33 27 2286
leaf_count=24 21 30 37 26 34 20 22 29 20 33 26 29 23 27 36 20 23 30 24 38 39 27 33 39 22 22 21 33 27 2286
internal_value=0 -3.97194e-09 4.22356e-08 8.00851e-08 4.6295e-08 9.14543e-08 5.21169e-08 1.04614e-07 -4.70946e-08 1.92069e-07 9.15951e-08 -7.89754e-10 1.61609e-07 -3.5393e-09 -1.15603e-07 1.52085e-07 4.44964e-13 -3.53404e-09 -1.45487e-07 -9.84644e-10 1.33858e-07 -5.0724e-09 -1.31128e-07 -2.02266e-09 8.62275e-10 -1.48124e-09 -4.61567e-09 -2.53753e-09 1.04641e-11 2.21935e-09
internal_weight=0 2853 268 231 210 176 156 134 49 85 52 2823 47 2776 85 56 2691 2664 47 2617 77 2540 60 2480 2450 2428 2389 2368 2335 2313
internal_count=3121 2853 268 231 210 176 156 134 49 85 52 2823 47 2776 85 56 2691 2664 47 2617 77 2540 60 2480 2450 2428 2389 2368 2335 2313
is_linear=0
shrinkage=0.1


Tree=9587
num_leaves=31
num_cat=0
split_feature=132 15 393 1186 0 12 1213 13 4 1211 1211 1211 402 13 401 1212 1213 402 4 12 1209 403 1209 1213 3 1183 129 1184 393 130
split_gain=5.2371e-11 1.45578e-09 9.02437e-10 2.67879e-10 6.52852e-11 6.31999e-11 6.84384e-11 8.03293e-11 6.76718e-11 4.98196e-11 1.34638e-10 9.75196e-11 5.47359e-11 1.70081e-10 1.13727e-10 5.44296e-11 7.2653e-10 4.82031e-10 4.3632e-10 1.26833e-10 1.02607e-10 1.1945e-10 2.61547e-10 1.39549e-10 2.76156e-10 6.16852e-11 1.2407e-10 2.59787e-10 8.99742e-11 6.95649e-11
threshold=-0.083284999999999984 0.091650000000000023 0.12679500000000002 0.0044650000000000011 -0.09515499999999999 0.11418000000000002 -1.0000000180025095e-35 -0.0060599999999999994 -0.083644999999999983 0.12463 0.11671000000000002 0.10809000000000001 -0.45015499999999992 -0.0030199999999999997 -0.13200999999999999 -0.089544999999999986 -0.090764999999999985 0.23460000000000003 -0.081224999999999978 0.089150000000000021 0.14268500000000003 -0.55276999999999987 -0.087714999999999987 0.10336000000000002 -0.081814999999999985 -0.073809999999999973 -0.077709999999999987 0.088135000000000019 0.088255000000000014 0.10737500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 -1 6 -6 8 -8 10 11 12 13 -2 -14 16 18 20 -16 -20 21 -17 -23 25 -25 -24 -27 28 29 -28
right_child=2 -3 -4 -5 5 -7 7 -9 -10 -11 -12 -13 14 -15 15 17 -18 -19 19 -21 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=1.0745604383843283e-07 -2.8455955032313794e-07 7.3468665665064626e-07 -6.729713283704087e-07 -3.8659307343940395e-07 -1.1719064827742398e-07 -1.8100954734406444e-07 1.1892448981143389e-07 2.0919048124441859e-07 -1.2191644592921387e-07 1.2717067464461338e-07 -2.3614129508094571e-07 1.8741206790906518e-07 2.1397974001047261e-07 1.014761618903105e-07 -5.0626944496201528e-07 -1.9915235573838191e-07 4.3939068213995198e-07 -4.4024289672961459e-07 1.9938618283259321e-07 -9.5937448487816404e-08 2.2660307649857714e-07 3.3011814934980068e-07 1.3331280095079428e-07 -4.5125853393557235e-07 6.2164295077206019e-08 -2.0968244524815258e-07 3.2632603194166246e-09 3.6094685107457281e-07 -1.8597634540749543e-07 -1.3313968033320346e-07
leaf_weight=38 25 27 20 21 37 26 20 22 28 31 24 28 25 21 20 30 36 25 26 33 20 24 35 20 22 28 2325 20 26 38
leaf_count=38 25 27 20 21 37 26 20 22 28 31 24 28 25 21 20 30 36 25 26 33 20 24 35 20 22 28 2325 20 26 38
internal_value=0 4.71513e-08 -3.56197e-09 -4.95334e-08 -8.14007e-09 -4.11675e-08 -7.18723e-09 5.09574e-08 -2.15661e-08 1.08348e-09 -2.87515e-10 1.71478e-09 -1.42856e-10 -1.08326e-07 1.66478e-09 -2.80923e-10 6.70503e-08 -3.24422e-09 -1.02624e-07 3.42052e-08 9.77177e-10 -7.80034e-10 1.56479e-09 -1.57176e-09 -1.82323e-07 1.49926e-09 -3.93838e-10 2.03874e-09 -9.65932e-10 1.06973e-09
internal_weight=0 219 2902 192 171 133 107 70 48 2882 2851 2827 2799 46 2753 2728 115 2613 79 59 2588 2568 2538 2514 42 2472 2437 2409 2389 2363
internal_count=3121 219 2902 192 171 133 107 70 48 2882 2851 2827 2799 46 2753 2728 115 2613 79 59 2588 2568 2538 2514 42 2472 2437 2409 2389 2363
is_linear=0
shrinkage=0.1


Tree=9588
num_leaves=31
num_cat=0
split_feature=398 399 132 1203 399 50 3 4 2 129 402 12 3 16 402 16 402 403 393 402 0 401 2 402 1213 3 1212 1210 402 1212
split_gain=5.32718e-11 1.36432e-10 8.78453e-11 1.61079e-09 1.45638e-09 2.11949e-10 6.00924e-11 9.97547e-11 5.63312e-11 5.52282e-11 7.00232e-11 5.23323e-10 1.39787e-09 1.28464e-09 3.68063e-10 2.39901e-10 7.34463e-11 1.98133e-10 1.43616e-10 1.15622e-10 1.48533e-10 1.00373e-10 4.04058e-10 5.46832e-10 2.95761e-10 1.87121e-10 1.13647e-10 5.57326e-10 1.11461e-10 1.09636e-10
threshold=0.10505000000000002 0.099760000000000015 -0.083284999999999984 0.089165000000000008 0.091035000000000019 0.10022000000000002 -0.06977499999999999 -0.0035949999999999997 0.10188000000000001 -0.08133 0.10708500000000001 0.088245000000000004 -0.085784999999999986 -0.082179999999999989 0.10265000000000002 -0.074929999999999983 0.094750000000000015 0.041145000000000008 0.09389500000000002 0.088375000000000023 -0.082394999999999982 0.076195000000000013 0.084715000000000013 -0.0063199999999999992 -0.0043299999999999996 -0.098469999999999988 -0.089079999999999979 -0.099939999999999987 0.024785000000000005 -0.022679999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 6 7 -1 -8 -4 14 12 -12 -13 16 -15 18 -18 19 21 -21 26 23 -23 -24 -26 -11 -28 29 -29
right_child=-2 -3 4 -5 -6 -7 8 -9 -10 10 11 13 -14 15 -16 -17 17 -19 -20 20 -22 22 24 -25 25 -27 27 28 -30 -31
leaf_value=1.6629462789133426e-08 -1.2094167147264695e-07 2.3407165775779504e-07 1.3397152744595764e-07 9.1339841674198412e-07 -8.5509811853512474e-07 -3.4299188371278434e-07 2.2728238363356468e-07 -2.2447657554184017e-07 -1.0059509456539217e-08 1.7705716014325568e-07 4.6133934631598091e-07 7.7495883566821747e-07 -6.1097807454482412e-07 -2.6253518143975003e-07 -4.112342900955665e-07 1.2523479470543791e-07 -3.314167095734023e-07 9.3428617392852355e-08 2.2689181824781761e-07 3.6099787749321881e-07 -1.554083513998318e-08 1.9244411895158466e-08 3.1532257778530079e-07 -7.2023618713501492e-07 7.8167429743795469e-08 -3.3599135832673712e-07 -4.8142256924658493e-07 -1.9248107468354584e-07 2.2196655495661065e-07 3.1640172277548509e-09
leaf_weight=78 36 25 31 20 20 20 20 22 20 36 20 28 31 27 22 39 23 21 28 20 22 20 26 20 24 20 24 29 23 2326
leaf_count=78 36 25 31 20 20 20 20 22 20 36 20 28 31 27 22 39 23 21 28 20 22 20 26 20 24 20 24 29 23 2326
internal_value=0 1.41196e-09 -4.88852e-10 6.72845e-08 -4.72468e-09 -3.84798e-08 5.02194e-09 -3.64139e-08 1.08611e-07 1.22198e-09 -2.32677e-10 6.74553e-08 -1.90461e-07 2.07389e-07 -3.88944e-09 -3.33984e-08 -5.22957e-10 -1.2865e-07 1.63043e-09 -8.04826e-10 1.63763e-07 -3.51749e-09 -9.69569e-08 -3.50496e-07 4.79225e-08 -1.10087e-07 6.984e-10 -1.94478e-09 2.89436e-09 7.548e-10
internal_weight=0 3085 3060 180 2880 160 140 100 40 2860 2829 145 51 94 2684 66 2662 44 2618 2590 42 2548 110 40 70 44 2438 2402 2378 2355
internal_count=3121 3085 3060 180 2880 160 140 100 40 2860 2829 145 51 94 2684 66 2662 44 2618 2590 42 2548 110 40 70 44 2438 2402 2378 2355
is_linear=0
shrinkage=0.1


Tree=9589
num_leaves=31
num_cat=0
split_feature=132 1203 399 39 33 12 47 47 9 2 47 43 1456 159 160 40 49 15 43 42 34 34 47 1446 1213 160 16 1213 13 12
split_gain=6.09277e-11 3.32479e-10 3.12099e-10 5.08915e-11 2.27967e-10 1.40091e-10 6.57065e-11 5.3817e-10 3.67825e-10 6.0166e-10 1.89887e-10 8.88576e-11 8.27558e-11 1.12464e-10 1.02861e-10 9.3098e-11 1.32694e-10 1.14738e-10 1.43471e-10 1.24061e-10 8.13237e-11 1.02977e-10 7.69714e-11 8.34065e-11 7.11049e-11 6.66028e-10 4.01059e-10 2.0469e-10 1.16858e-10 2.16644e-10
threshold=-0.083449999999999983 0.089480000000000018 0.091580000000000009 -1.0000000180025095e-35 -0.009184999999999997 -0.029094999999999999 0.094160000000000008 0.09717000000000002 0.09055500000000001 -0.18970999999999996 0.09055500000000001 1.0000000180025095e-35 -0.078314999999999982 0.085035000000000013 -0.081399999999999986 -0.049474999999999998 -0.0062499999999999995 -0.13843999999999998 -0.043144999999999996 0.089535000000000017 -0.08786999999999999 -0.084034999999999985 0.088195000000000009 0.11787500000000002 0.04198000000000001 -0.023379999999999995 -0.010264999999999998 1.0000000180025095e-35 -0.087074999999999986 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 8 -8 10 -10 20 12 -9 14 -14 -16 -17 -18 19 -19 -6 -22 23 24 27 -26 28 -23 -27 -30
right_child=2 -3 -4 4 6 -7 7 11 9 -11 -12 -13 13 -15 15 16 17 18 -20 -21 21 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-1.1599629425692298e-08 -7.3242719253677e-08 -4.3962161591082353e-07 2.8852354304083417e-07 -2.7600508133218683e-07 1.8968284203941205e-07 2.4642654646664473e-07 4.8030072842008258e-07 -1.6344061829184656e-07 3.9656834303514195e-08 -6.9620602829445497e-07 2.7531011869541548e-07 -1.8442851957507115e-07 -1.4799655569941451e-07 2.5443313775045084e-07 2.3942851677041044e-07 2.2721568572592334e-07 -1.812373332821902e-07 -2.2492708387744646e-07 2.0691473808608044e-07 8.7066668350224494e-08 -2.1881720109397731e-07 -3.4063549665570993e-09 -1.7601121197685644e-07 2.0372906956112049e-07 6.0313260576094761e-07 -1.1190351941512276e-07 -3.9524894967381327e-07 -3.1000866258714479e-07 2.9673882984956154e-07 4.3054333057799149e-09
leaf_weight=196 26 20 38 30 22 29 26 22 25 20 25 23 32 22 22 25 34 25 31 26 22 2123 25 20 20 33 23 22 38 76
leaf_count=196 26 20 38 30 22 29 26 22 25 20 25 23 32 22 22 25 34 25 31 26 22 2123 25 20 20 33 23 22 38 76
internal_value=0 -5.12313e-08 3.81834e-09 4.47832e-11 -1.81852e-09 9.53102e-08 1.13821e-09 4.63631e-08 -4.08424e-09 -2.87393e-07 1.12152e-09 3.30058e-09 2.13666e-08 4.01028e-08 1.59219e-08 4.81022e-08 1.82499e-08 -2.67858e-08 3.7255e-08 -6.58714e-08 -1.70633e-09 -3.45927e-09 -1.46856e-09 3.8433e-10 -1.35738e-09 5.72758e-08 -6.94267e-09 -6.55099e-09 5.38127e-08 1.01783e-07
internal_weight=0 216 2905 2867 2812 55 2782 288 2494 45 2449 262 239 217 195 163 141 116 82 51 2424 2402 2380 2355 2335 190 170 2145 147 114
internal_count=3121 216 2905 2867 2812 55 2782 288 2494 45 2449 262 239 217 195 163 141 116 82 51 2424 2402 2380 2355 2335 190 170 2145 147 114
is_linear=0
shrinkage=0.1


Tree=9590
num_leaves=31
num_cat=0
split_feature=32 33 132 1203 1185 400 402 4 9 4 16 151 52 16 457 13 48 48 2 43 12 51 16 3 402 4 4 1212 16 43
split_gain=6.14166e-11 7.58351e-11 5.39326e-11 2.66322e-10 2.60073e-10 5.89955e-11 1.59159e-10 3.03295e-10 6.35325e-11 8.29645e-11 5.78585e-11 2.99621e-10 2.9769e-10 2.7805e-10 2.35958e-10 2.11542e-10 1.88947e-10 9.90675e-10 2.75534e-10 1.93112e-10 1.79311e-10 1.05987e-09 7.88624e-10 2.05205e-09 4.70359e-10 4.02888e-10 3.18514e-10 3.05031e-10 4.82175e-10 1.0719e-09
threshold=1.0000000180025095e-35 -0.009184999999999997 -0.083449999999999983 0.089480000000000018 -0.087384999999999977 -0.077734999999999985 -0.092414999999999983 -0.078439999999999996 0.089995000000000006 0.49041500000000005 -0.083539999999999989 0.086470000000000005 -0.080979999999999983 -0.08231999999999999 0.11612500000000002 -0.084774999999999989 0.089155000000000012 0.093675000000000022 0.10699500000000002 -0.050459999999999998 0.088245000000000004 0.095820000000000016 -0.088159999999999988 -0.082334999999999978 -0.011165 -0.083439999999999986 -0.07958999999999998 -0.092474999999999988 -0.092804999999999985 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -8 10 -10 11 12 15 -12 16 -7 20 -18 -19 -20 22 25 24 -24 -14 -22 -27 -26 -29 -30
right_child=-2 2 4 -5 5 8 7 -9 9 -11 13 -13 14 -15 -16 -17 17 18 19 -21 21 -23 23 -25 27 26 -28 28 29 -31
leaf_value=-1.6515986546648623e-07 1.474374068420405e-07 -1.2490483685977639e-08 3.4629993282661335e-07 -3.9565944902619777e-07 -1.3077276624547571e-07 4.7229174892241389e-07 3.8009845528819145e-07 -8.4764757019684116e-08 2.5546374228145979e-07 -1.3384984676179101e-08 3.1419258722711801e-07 -3.1082404578545009e-07 4.1335269429509935e-07 2.0193062841754097e-09 2.8354650082699588e-07 1.7862724348560735e-08 -7.2500947657279842e-07 1.9376085781175333e-07 9.6705518330963967e-08 -2.928209585206787e-07 -3.6778396822134302e-07 6.3227409370369973e-07 1.4054416773753339e-07 -1.1774785959806606e-06 3.1668662179971884e-07 3.3146884713157004e-07 -2.1798778884897872e-08 -1.4545181088990455e-08 1.4301755896894976e-07 -8.7990755382011679e-07
leaf_weight=28 28 195 22 20 24 21 32 25 22 24 29 35 25 1768 24 20 24 40 20 35 29 28 27 21 23 30 171 290 20 21
leaf_count=28 28 195 22 20 24 21 32 25 22 24 29 35 25 1768 24 20 24 40 20 35 29 28 27 21 23 30 171 290 20 21
internal_value=0 -1.33445e-09 1.62162e-10 -4.81341e-08 3.80556e-09 1.14118e-09 8.52529e-08 1.76211e-07 -1.339e-09 1.15195e-07 -3.32365e-09 -2.3959e-08 -1.24051e-08 7.05716e-09 -2.54293e-08 2.50619e-07 -3.46524e-08 -1.50961e-07 -5.93883e-09 -1.51175e-07 -1.44469e-08 5.13737e-08 -5.42168e-08 -4.36091e-07 -5.85277e-09 -1.93446e-08 3.09277e-08 -3.54577e-08 -5.99269e-08 -3.8092e-07
internal_weight=0 3093 3065 215 2850 2828 81 57 2747 46 2701 904 869 1797 828 41 804 119 95 55 685 258 427 48 379 230 201 354 331 41
internal_count=3121 3093 3065 215 2850 2828 81 57 2747 46 2701 904 869 1797 828 41 804 119 95 55 685 258 427 48 379 230 201 354 331 41
is_linear=0
shrinkage=0.1


Tree=9591
num_leaves=31
num_cat=0
split_feature=132 50 394 1203 129 129 12 13 15 47 2 47 40 9 3 2 48 15 43 3 43 3 34 34 13 12 12 12 1212 402
split_gain=5.02738e-11 1.53774e-09 8.15992e-10 2.19123e-10 6.51914e-11 7.43764e-11 5.94836e-11 1.0028e-10 5.85722e-11 5.43577e-11 5.77441e-10 2.34578e-10 1.09587e-10 8.01137e-11 1.55899e-10 7.52181e-11 3.56394e-10 2.77623e-10 1.11195e-10 1.8106e-10 1.07295e-10 7.7441e-11 6.52824e-11 7.91632e-11 6.44409e-11 6.20239e-11 2.55805e-10 2.26172e-10 2.05556e-10 5.14528e-10
threshold=-0.083284999999999984 0.097510000000000013 0.12358500000000001 0.089480000000000018 -0.08133 -1.0000000180025095e-35 0.11527000000000001 0.054800000000000008 0.090325000000000003 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.049474999999999998 0.089995000000000006 -0.014944999999999998 0.10402500000000002 0.11247500000000001 -0.13843999999999998 -0.078139999999999973 -0.081234999999999988 -0.074974999999999986 -0.066704999999999987 -0.10561499999999999 -0.085114999999999982 -0.079299999999999995 0.086305000000000007 0.086850000000000024 0.085785000000000014 -0.088629999999999987 -0.095664999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 -2 -6 7 8 -1 11 -11 13 -12 22 -15 16 18 -17 19 24 -20 -22 -7 -24 -14 27 -27 28 -25 -30
right_child=2 -3 -4 -5 5 9 -8 -9 -10 10 12 -13 15 14 -16 17 -18 -19 20 -21 21 -23 23 25 -26 26 -28 -29 29 -31
leaf_value=-2.1552325716824115e-08 1.4287444614069499e-07 8.3915009237888298e-07 -6.4002053619560688e-07 -3.5609348771004083e-07 -1.7238159867360993e-07 -1.7118147623436513e-07 1.5553020194403188e-07 -2.1572140802561536e-07 1.6410719112514018e-07 -5.5837925991397699e-07 1.9310757899404509e-07 3.3853965519591886e-07 -1.1136592756126145e-07 2.7401473933726569e-07 -7.6455849554432379e-08 -3.5558012458279465e-07 3.9955982669783097e-07 4.5474672371407605e-08 2.2103569889964093e-07 -3.4547053738265277e-07 -1.086482207486414e-07 1.2392108168703752e-07 1.8650002313892324e-07 2.4251402992447878e-07 1.0668294355360044e-07 2.0655587355012167e-07 4.5499087453269069e-09 -2.1332715521690409e-07 -4.9321083136791544e-07 -4.1719582484537736e-09
leaf_weight=113 32 22 20 20 25 22 20 24 20 20 26 21 33 30 22 28 21 45 24 25 41 22 23 32 23 66 1249 56 22 974
leaf_count=113 32 22 20 20 25 22 20 24 20 20 26 21 33 30 22 28 21 45 24 25 41 22 23 32 23 66 1249 56 22 974
internal_value=0 4.62076e-08 -3.47991e-09 -4.23444e-08 9.37446e-10 -6.56232e-10 -6.89254e-09 -2.75833e-08 6.3664e-09 8.63461e-10 -3.87906e-08 5.71584e-09 -2.70805e-09 2.91564e-09 1.25739e-07 -2.21401e-08 1.11596e-08 -1.08355e-07 -3.73904e-08 -1.21705e-07 4.11097e-08 -2.74335e-08 3.02387e-10 1.86004e-09 -2.18101e-08 8.98401e-11 1.46886e-08 -1.76199e-08 -6.95883e-09 -1.4974e-08
internal_weight=0 219 2902 197 2882 2850 177 157 133 2825 308 2517 288 2496 52 262 189 73 168 81 87 63 2444 2422 56 2399 1315 1084 1028 996
internal_count=3121 219 2902 197 2882 2850 177 157 133 2825 308 2517 288 2496 52 262 189 73 168 81 87 63 2444 2422 56 2399 1315 1084 1028 996
is_linear=0
shrinkage=0.1


Tree=9592
num_leaves=31
num_cat=0
split_feature=32 33 1446 133 1447 1374 1375 481 133 1371 1374 1 1 1 1 1 160 132 2 399 0 0 1210 52 15 15 0 3 0 48
split_gain=5.88262e-11 5.78964e-11 5.22578e-11 6.18141e-11 9.53012e-10 5.18032e-10 5.81574e-10 4.12382e-10 2.71335e-10 1.94131e-10 3.29315e-10 2.49247e-10 3.39333e-09 9.36361e-10 3.63789e-10 4.20579e-10 2.14467e-10 1.95601e-10 1.70213e-09 1.29732e-09 2.59504e-10 5.32585e-10 4.11036e-10 3.41852e-10 4.09932e-10 5.77443e-10 3.71945e-10 5.03449e-10 4.24014e-10 4.50954e-10
threshold=1.0000000180025095e-35 -0.009184999999999997 -0.093534999999999993 0.086910000000000015 0.059120000000000013 0.088460000000000011 -0.092319999999999985 -0.087644999999999987 0.087415000000000007 0.087810000000000013 0.086765000000000023 0.09253500000000002 0.093205000000000024 0.091535000000000019 0.094090000000000021 0.095695000000000016 0.11205000000000002 -0.083284999999999984 0.083795000000000022 0.091255000000000017 -0.086729999999999988 -0.087184999999999985 -0.095909999999999981 -0.19683499999999995 0.083195000000000005 0.050935000000000008 -0.099059999999999995 -0.077774999999999983 -0.10324499999999999 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 6 -5 -8 -9 10 11 13 -13 17 -14 -16 -17 18 -4 20 21 23 -22 -19 25 26 28 -28 29 -25
right_child=-2 2 3 5 -6 -7 7 8 -10 -11 -12 12 14 -15 15 16 -18 19 -20 -21 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-1.4445076550779442e-07 1.4429350646391221e-07 1.5356835376678647e-07 9.2441266916342198e-07 5.6686581103804204e-07 -5.8959632858497054e-07 -4.8086935976243696e-07 3.9791421652271964e-07 2.8345276482067517e-07 -5.4779693024997957e-09 -2.8528238911936421e-07 2.9247963766465547e-07 1.2950069985674332e-06 4.1583277293067934e-07 -6.3637796654347769e-07 -3.863311056205378e-07 -2.0648161389322332e-09 2.9079465574655983e-07 3.2619674001921344e-07 -3.6451225190565865e-08 -8.318285119912617e-07 3.8861611146550223e-07 -4.9154539351940039e-07 3.7794137129839999e-09 6.3768969028263531e-08 9.807781999882082e-08 -6.1023612508269378e-07 -1.1032503352222222e-07 -5.7911027734495036e-07 4.3363889313303104e-07 -4.1149960583635011e-07
leaf_weight=28 28 22 21 20 28 20 28 34 738 24 38 21 21 25 28 654 26 23 151 20 29 29 646 86 108 23 126 28 22 26
leaf_count=28 28 22 21 20 28 20 28 34 738 24 38 21 21 25 28 654 26 23 151 20 29 29 646 86 108 23 126 28 22 26
internal_value=0 -1.30709e-09 5.83502e-13 -1.10967e-09 -9.91053e-09 2.19716e-08 3.42361e-08 2.09203e-08 7.24696e-09 -2.44791e-09 7.07847e-10 -4.53935e-09 4.17608e-08 -3.00163e-08 5.65911e-09 -6.50706e-09 9.13275e-09 -1.86867e-08 8.08636e-08 -3.33717e-08 -1.9437e-08 -7.64037e-08 2.03131e-08 -4.91659e-08 -6.97706e-08 -1.28059e-07 -8.95515e-08 -1.95559e-07 3.22776e-08 -4.65612e-08
internal_weight=0 3093 3065 3043 2203 840 820 800 772 2175 2151 2113 750 1363 729 708 680 1338 172 1166 1146 471 675 442 419 311 288 154 134 112
internal_count=3121 3093 3065 3043 2203 840 820 800 772 2175 2151 2113 750 1363 729 708 680 1338 172 1166 1146 471 675 442 419 311 288 154 134 112
is_linear=0
shrinkage=0.1


Tree=9593
num_leaves=31
num_cat=0
split_feature=1203 401 1210 12 1210 132 1185 1203 52 2 403 400 33 34 11 41 3 9 13 46 1429 42 2 3 16 13 153 483 158 12
split_gain=6.94067e-11 6.76638e-11 8.19951e-11 4.30755e-10 1.1936e-10 6.73904e-11 3.46257e-10 1.73883e-10 5.93428e-11 1.28509e-10 9.3069e-11 5.53723e-11 5.60097e-11 8.66793e-11 1.82621e-10 7.52197e-11 2.78627e-10 1.58946e-10 4.1452e-10 6.34845e-11 7.08336e-11 6.4374e-11 2.29681e-10 4.80471e-10 4.28651e-10 9.86519e-11 9.59939e-11 8.64408e-11 8.86171e-11 8.61804e-11
threshold=0.10970500000000001 0.13837000000000002 -0.13847499999999999 0.092355000000000007 -0.090569999999999998 -0.083174999999999985 -0.014244999999999999 0.089005000000000015 0.089575000000000016 0.097605000000000011 0.0050100000000000014 -0.39724499999999996 -0.044254999999999996 -0.08786999999999999 -1.0000000180025095e-35 0.08690500000000001 -0.15121499999999996 0.086220000000000005 -0.076384999999999995 0.084955000000000017 -0.15262499999999998 0.11720500000000002 0.093680000000000013 -0.065229999999999996 -0.071359999999999993 -0.046499999999999993 0.082840000000000011 -0.47181499999999993 0.13374000000000003 0.11650500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 8 10 -10 -6 -8 -13 -14 -15 17 -17 19 -19 20 -16 26 24 -24 -23 -25 27 -22 29 -29
right_child=-2 -3 4 -5 5 6 11 -9 9 -11 -12 12 13 14 15 16 -18 18 -20 -21 21 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=-1.1943973976861233e-07 1.8568304540167447e-07 -1.8454547642932087e-07 -2.3435194788393431e-07 4.3086389428026449e-07 -2.1702807379282323e-08 3.9874381162586697e-07 1.6623285773675891e-07 -2.9698401260265409e-07 -2.6716660337036467e-07 6.5431717102694082e-08 2.1102684868878899e-07 1.5815374601046984e-07 1.6156343622952819e-07 -2.8456863797936934e-07 -1.5024757260562183e-07 1.2606161009879697e-07 -3.4222257970331733e-07 5.2999446282342437e-07 -5.7741086744537522e-08 1.1926319355585032e-07 1.7009881886512599e-07 -3.3996566078404877e-07 4.7910385641289988e-07 -1.7115876190750304e-07 2.3719634731507584e-07 1.0035714126388484e-07 -1.977625883088107e-07 -7.0339516352617473e-09 -2.1115420208518899e-07 1.635835149945327e-07
leaf_weight=33 20 20 22 25 122 22 20 26 26 21 20 22 32 23 33 24 27 20 30 42 28 31 31 23 22 32 26 2247 21 30
leaf_count=33 20 20 22 25 122 22 20 26 26 21 20 22 32 23 33 24 27 20 30 42 28 31 31 23 22 32 26 2247 21 30
internal_value=0 -1.20508e-09 -1.49463e-11 1.1776e-07 -2.27461e-09 -5.73273e-10 3.58961e-09 -5.45165e-08 -2.11612e-08 -1.18559e-07 1.1076e-08 4.44392e-10 -7.63979e-10 -2.0484e-09 -3.99471e-09 -1.57506e-09 -1.21854e-07 7.69816e-10 1.77353e-07 -2.67101e-09 -4.70003e-09 -2.77186e-09 6.33553e-08 1.64267e-07 -1.00389e-07 -1.31859e-08 -6.67988e-09 -4.54396e-09 -6.6719e-09 -4.78603e-09
internal_weight=0 3101 3081 58 3023 3001 2786 215 189 47 142 2764 2744 2722 2690 2667 51 2616 50 2566 2524 2491 139 86 53 55 2352 2326 2298 2277
internal_count=3121 3101 3081 58 3023 3001 2786 215 189 47 142 2764 2744 2722 2690 2667 51 2616 50 2566 2524 2491 139 86 53 55 2352 2326 2298 2277
is_linear=0
shrinkage=0.1


Tree=9594
num_leaves=31
num_cat=0
split_feature=1204 1185 393 130 40 40 376 390 133 3 51 1 1 160 48 1 1 1 1 3 2 13 14 9 10 2 0 0 150 11
split_gain=6.04818e-11 8.36131e-11 1.07738e-10 5.55394e-11 9.58317e-11 9.83838e-11 7.38033e-11 5.39819e-11 1.24732e-10 5.30518e-11 1.57223e-10 1.93507e-10 2.32236e-10 3.0362e-10 4.70883e-10 3.01894e-10 2.75398e-10 7.72479e-10 4.92077e-10 4.04052e-10 3.54992e-10 1.19468e-10 1.18147e-10 1.83725e-10 1.6542e-10 1.87581e-10 1.19492e-10 3.12791e-10 3.11222e-10 4.55231e-10
threshold=0.053645000000000005 -0.10973499999999999 0.10856500000000001 -0.23123999999999997 -0.24290999999999999 -0.099059999999999995 -0.11750499999999998 0.087590000000000015 -0.088669999999999985 0.0051600000000000005 -0.22411499999999998 0.081315000000000012 0.085475000000000009 0.086325000000000013 0.092205000000000023 0.08844500000000001 0.10205500000000002 0.10920500000000001 0.096125000000000016 0.10893000000000001 0.10731 -0.16152999999999998 0.084525000000000003 0.092890000000000014 0.053330000000000009 -0.080614999999999978 -0.14794999999999997 -0.14454499999999995 0.084335000000000007 0.074925000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 9 -9 21 -11 -12 -13 15 -15 -14 18 20 -17 -19 -18 -8 23 24 25 -23 28 -28 29 -27
right_child=-2 2 -4 4 5 6 7 8 -10 10 11 12 13 14 -16 16 17 19 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-2.0517749291570908e-07 1.4130182030669405e-07 1.5271870047992866e-07 1.7193180726040839e-07 -2.214372932485276e-07 1.6250679808236e-07 -1.906125451763988e-07 -2.3198308261029867e-07 2.8168218234116337e-07 -6.7261638037052762e-08 2.524377726807604e-07 1.9685503737321143e-07 -2.6591576985620948e-07 4.2395862550392852e-07 -4.9714145688994904e-07 1.4304811543297547e-07 9.3140123575657139e-08 1.6042712445596409e-07 -3.7503763318606311e-07 -5.3111016653603031e-07 4.2802514112462702e-08 7.4910375881624238e-07 2.4334953517760976e-07 -1.9015388927203148e-07 2.6458350242819506e-07 -2.5403960893089352e-07 5.392346630208942e-07 -3.6447039497033986e-07 -8.7345837456511763e-09 -2.34218476435899e-07 -6.7731950114623921e-09
leaf_weight=20 30 23 36 20 36 21 24 21 20 29 50 33 20 27 20 28 20 27 23 162 21 30 35 25 27 26 25 2185 20 37
leaf_count=20 30 23 36 20 36 21 24 21 20 29 50 33 20 27 20 28 20 27 23 162 21 30 35 25 27 26 25 2185 20 37
internal_value=0 -1.37359e-09 -4.63138e-11 -2.08625e-09 -3.26836e-09 -1.81001e-09 -3.81116e-09 -2.4746e-09 1.11466e-07 -4.08882e-09 2.70557e-08 1.18908e-08 -1.23827e-08 1.16592e-08 -2.2472e-07 4.8569e-08 2.18509e-08 6.84683e-08 -1.88385e-07 -1.68889e-08 4.61944e-07 -9.97481e-09 -7.76394e-09 -5.07608e-09 -7.9448e-09 -5.08447e-09 -8.3348e-09 -1.27587e-08 1.09459e-07 2.18563e-07
internal_weight=0 3091 3071 3035 3012 2992 2956 2935 41 2894 460 431 381 348 47 301 281 230 51 189 41 2434 2410 2375 2350 2323 2293 2210 83 63
internal_count=3121 3091 3071 3035 3012 2992 2956 2935 41 2894 460 431 381 348 47 301 281 230 51 189 41 2434 2410 2375 2350 2323 2293 2210 83 63
is_linear=0
shrinkage=0.1


Tree=9595
num_leaves=31
num_cat=0
split_feature=1203 1204 1203 132 399 15 52 132 15 2 1204 1213 1211 1211 402 402 43 4 133 16 2 42 4 2 484 158 42 1 52 131
split_gain=5.35996e-11 5.80121e-11 8.44512e-11 5.73643e-11 3.63362e-10 1.26789e-10 6.59091e-11 8.97836e-11 8.65478e-11 7.67912e-11 6.54866e-11 6.69214e-11 7.02289e-11 8.01703e-11 1.00408e-10 9.67754e-11 2.26211e-10 2.4494e-10 1.15609e-10 6.01263e-10 8.84944e-10 1.66946e-10 5.38718e-10 4.25487e-10 3.38277e-10 3.15584e-10 1.90463e-10 6.48915e-10 7.80518e-10 1.87546e-10
threshold=0.10970500000000001 0.057120000000000011 -1.0000000180025095e-35 -0.083449999999999983 0.091580000000000009 0.088655000000000025 0.089575000000000016 -0.41127499999999995 -0.09551999999999998 0.085045000000000023 -0.082274999999999987 0.51049000000000011 0.11671000000000002 0.10809000000000001 -0.45015499999999992 -0.10770499999999998 -0.043144999999999996 -0.059649999999999988 0.26753000000000005 -0.073849999999999985 0.090425000000000019 0.10024000000000001 -0.077519999999999992 0.09142500000000002 0.090535000000000018 0.085620000000000016 0.096450000000000022 0.098220000000000016 0.085310000000000011 0.11657500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 10 6 7 -4 -9 -10 -5 12 13 14 -12 16 -16 -18 21 20 -20 26 23 -23 25 -24 29 28 -28 -17
right_child=-2 -3 3 4 -6 -7 -8 8 9 -11 11 -13 -14 -15 15 18 17 -19 19 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.7958255704378155e-07 1.6317100040907917e-07 -1.59288855914126e-07 1.6477686136011409e-07 -1.390176064198974e-07 4.0690641249987246e-07 -2.5147172283571501e-07 -1.5934223479722018e-07 -2.0058121924885578e-07 -9.9700313516137842e-08 1.0488627240946233e-07 -1.6877155916615397e-07 1.7432831724435843e-07 -1.395349806267e-07 1.9117752636723462e-07 -1.2734825986119144e-07 -3.5279617894137967e-09 4.3147522603703693e-07 2.0226779303319142e-08 -6.7065922830048907e-07 2.8459157647375832e-07 1.440234716376665e-07 7.2637937667726265e-07 1.1482961904123009e-08 8.1897596828639508e-08 -3.3078650881179786e-07 4.3633072138504764e-07 2.4454154227508223e-08 2.0765295857927413e-07 -7.7393350534293866e-07 2.8989731336278883e-07
leaf_weight=26 20 23 29 34 22 28 28 24 32 43 35 22 36 22 28 2206 28 30 30 25 24 21 139 20 25 20 24 30 25 22
leaf_count=26 20 23 29 34 22 28 28 24 32 43 35 22 36 22 28 2206 28 30 30 25 24 21 139 20 25 20 24 30 25 22
internal_value=0 -1.06245e-09 1.19879e-10 -1.40896e-09 2.06358e-09 -5.55354e-08 -2.03673e-08 1.00334e-08 -3.52955e-08 1.7596e-08 -1.06591e-09 6.02066e-10 -7.67819e-10 1.04613e-09 -4.84941e-10 1.69898e-09 1.06074e-07 2.18761e-07 -1.73888e-09 -1.20866e-07 -3.08578e-07 1.97797e-09 8.42e-08 4.11998e-07 1.11581e-08 6.49229e-08 -6.04109e-09 -1.58631e-07 -3.82886e-07 -6.30585e-10
internal_weight=0 3101 3078 3052 2868 184 156 128 99 75 2846 2812 2790 2754 2732 2697 86 58 2611 79 54 2532 225 41 184 159 2307 79 49 2228
internal_count=3121 3101 3078 3052 2868 184 156 128 99 75 2846 2812 2790 2754 2732 2697 86 58 2611 79 54 2532 225 41 184 159 2307 79 49 2228
is_linear=0
shrinkage=0.1


Tree=9596
num_leaves=31
num_cat=0
split_feature=1204 1185 1186 0 129 129 40 130 42 15 147 448 147 32 9 11 33 2 16 10 10 49 49 3 123 2 2 2 151 1
split_gain=5.49303e-11 6.66196e-11 8.62679e-11 1.92294e-10 9.58519e-11 6.27671e-11 4.99754e-11 1.33069e-10 1.38458e-10 5.18132e-11 5.91141e-11 7.68962e-11 2.3234e-10 7.05227e-11 9.31798e-11 1.91327e-10 2.02566e-10 7.75659e-11 4.25328e-10 1.42954e-09 1.24718e-09 6.66837e-11 1.94602e-10 1.4686e-10 6.11876e-11 8.29621e-11 6.48174e-10 4.56799e-10 2.19708e-10 5.62028e-10
threshold=0.053645000000000005 -0.10973499999999999 -0.088079999999999978 -0.083804999999999977 -0.082304999999999975 -1.0000000180025095e-35 -0.24620999999999996 -0.22699999999999995 0.15432000000000004 0.17980000000000004 0.10361000000000002 0.030280000000000001 0.093615000000000018 1.0000000180025095e-35 0.092235000000000011 -1.0000000180025095e-35 -0.009184999999999997 -0.0050599999999999994 -0.056919999999999991 -0.005834999999999999 -0.0091199999999999979 -0.14715999999999999 -0.10774499999999999 -0.085114999999999982 0.11679000000000002 0.11682500000000001 0.11510000000000002 0.11411 0.056735000000000001 0.091535000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -7 -8 9 10 11 12 13 14 15 -9 -17 18 19 -18 -20 23 -23 -19 25 26 27 28 -24 -30
right_child=-2 2 4 -5 5 6 7 8 -10 -11 -12 -13 -14 -15 -16 16 17 21 20 -21 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.8323366816730415e-07 1.3465459685354139e-07 3.2485930080383698e-07 1.7269422631127989e-07 -7.579515632325797e-08 -1.5875293271414228e-07 1.5484220227790502e-07 -2.4878701058060996e-07 2.9570635697544797e-07 2.3727599559227508e-07 1.1058022091849405e-07 -1.5856327433994011e-07 -1.8235403160815624e-07 2.8402762431513553e-07 1.6172272239600717e-07 -1.7402078004057454e-07 -3.1667680348488962e-07 -7.563587402259487e-07 2.6955378363378286e-08 8.8735118964677905e-07 3.6818196819537593e-07 -2.1604498729269986e-07 2.778922052470989e-07 -9.5027812657230769e-09 -2.8543347841352646e-07 1.3374099438578924e-07 -5.8869920326857995e-08 4.4363876892106193e-07 -4.2637395770620624e-07 -8.8477264520642403e-08 6.1093156318747792e-07
leaf_weight=20 30 25 31 23 26 20 22 21 24 39 25 24 28 25 33 21 20 34 20 26 21 24 2073 27 30 304 32 26 27 20
leaf_count=20 30 25 31 23 26 20 22 21 24 39 25 24 28 25 33 21 20 34 20 26 21 24 2073 27 30 304 32 26 27 20
internal_value=0 -1.31535e-09 -1.30603e-10 1.32879e-07 -2.24257e-09 -4.05508e-09 -2.699e-09 -3.76852e-09 -1.92502e-09 -3.90461e-09 -5.46522e-09 -4.11563e-09 -2.59439e-09 -5.47708e-09 -6.99212e-09 -4.97013e-09 -7.3044e-09 -4.88383e-09 8.79958e-08 -1.20749e-07 3.22197e-07 -7.99532e-09 -5.5101e-09 -1.11315e-07 -8.21777e-09 -9.93363e-09 -3.10322e-09 -9.76479e-09 -4.65543e-09 2.09144e-07
internal_weight=0 3091 3071 48 3023 2992 2966 2946 2924 2900 2861 2836 2812 2784 2759 2726 2705 2684 87 46 41 2597 2536 61 2512 2482 2178 2146 2120 47
internal_count=3121 3091 3071 48 3023 2992 2966 2946 2924 2900 2861 2836 2812 2784 2759 2726 2705 2684 87 46 41 2597 2536 61 2512 2482 2178 2146 2120 47
is_linear=0
shrinkage=0.1


Tree=9597
num_leaves=31
num_cat=0
split_feature=97 374 120 33 483 483 482 42 13 483 42 13 0 13 13 483 133 160 133 1375 12 12 12 157 51 3 1447 15 12 1447
split_gain=6.01204e-11 1.43723e-10 6.96088e-11 1.41667e-10 1.1674e-10 4.07621e-10 2.38281e-10 7.25481e-10 1.81481e-10 1.66776e-10 1.494e-10 1.84799e-10 3.52744e-10 3.20541e-10 1.1177e-10 9.60601e-11 8.80098e-11 3.97324e-10 3.66958e-10 8.39151e-10 3.32104e-10 8.07999e-10 6.07765e-10 5.88224e-10 5.37941e-10 1.016e-09 3.1315e-10 4.61478e-10 3.4411e-10 2.90961e-10
threshold=-0.086464999999999986 0.08987500000000001 0.090440000000000006 -0.044254999999999996 0.10083000000000002 0.10452500000000002 0.089605000000000018 0.089390000000000011 -0.082904999999999993 0.096460000000000018 0.096610000000000015 -0.077944999999999987 -0.086074999999999985 -0.0025349999999999995 -0.020934999999999999 0.094820000000000002 0.085760000000000017 -0.53908999999999996 0.08622500000000001 -0.15308499999999997 0.090545000000000014 0.089625000000000024 0.091625000000000012 -0.086079999999999976 -0.025879999999999997 -0.084964999999999985 -0.085684999999999997 0.086355000000000015 0.08598500000000002 0.059120000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 9 8 -8 15 11 12 -7 -13 -10 16 29 -18 -19 -20 21 23 -22 -21 25 -25 -26 -28 -29 -5
right_child=1 -3 -4 4 5 10 7 -9 14 -11 -12 13 -14 -15 -16 -17 17 18 19 20 22 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=-1.5766755581125836e-07 2.5910117331239322e-07 2.1204752540526785e-07 -1.8242266198361297e-07 -8.7442825039559957e-09 4.8253848173761649e-07 -1.4361999562644433e-07 -1.9619920672947295e-07 -6.6520541329011137e-07 2.9951810134321025e-07 2.7351469562766153e-07 2.2246657972910151e-07 -4.8993040056899419e-07 3.8739215064899987e-07 5.2130123506799467e-08 -3.4801527490913033e-08 -2.1103508288756632e-07 4.6687353233210166e-07 3.9233665461324568e-07 -6.3617075696242864e-07 5.0152744425811477e-07 -5.3742397151760697e-07 6.0054614119715263e-07 -1.5262080163106097e-08 -8.452529178271107e-07 4.201511943206655e-07 1.1098930656316954e-07 9.7203504112045203e-08 -5.4329032674142288e-07 -4.1199802215994799e-08 -3.9213578844510272e-07
leaf_weight=24 21 32 21 1929 22 29 29 22 20 22 27 20 22 24 20 22 20 25 20 26 24 28 313 20 22 25 212 21 39 20
leaf_count=24 21 32 21 1929 22 29 29 22 20 22 27 20 22 24 20 22 20 25 20 26 24 28 313 20 22 25 212 21 39 20
internal_value=0 1.217e-09 -9.84166e-10 2.67545e-10 -1.53051e-09 8.63375e-08 -5.92543e-09 -1.65164e-07 -5.73109e-09 -7.27891e-10 1.48915e-08 -4.41036e-08 8.54441e-08 -1.94261e-07 1.32358e-07 -2.90914e-09 -1.24049e-09 2.68007e-08 1.54439e-08 2.88085e-09 2.03891e-08 8.2848e-08 -5.24487e-08 4.31342e-08 7.97715e-09 -3.14007e-07 5.72605e-08 2.7909e-08 -2.16931e-07 -1.26785e-08
internal_weight=0 3097 3065 3044 3023 144 2879 91 69 2788 122 95 51 44 40 2766 2744 795 775 750 730 393 337 365 339 45 294 272 60 1949
internal_count=3121 3097 3065 3044 3023 144 2879 91 69 2788 122 95 51 44 40 2766 2744 795 775 750 730 393 337 365 339 45 294 272 60 1949
is_linear=0
shrinkage=0.1


Tree=9598
num_leaves=31
num_cat=0
split_feature=130 40 4 33 9 16 41 12 2 132 1203 1185 2 12 12 12 42 12 43 133 484 475 151 157 4 1373 1374 2 2 3
split_gain=5.10984e-11 8.8375e-11 8.2979e-11 5.84754e-11 8.05568e-11 4.40597e-10 1.1222e-10 2.04096e-10 4.43462e-10 6.31617e-11 1.6018e-09 7.90832e-10 2.25316e-10 6.44459e-11 4.01039e-10 3.39644e-10 2.86023e-10 2.02619e-10 1.72179e-10 1.91427e-10 1.70661e-10 7.44491e-10 6.23551e-10 3.40469e-10 4.36121e-10 1.71975e-10 2.47062e-10 1.94551e-10 4.23011e-10 3.68643e-10
threshold=-0.23123999999999997 -0.24290999999999999 0.63113500000000011 -0.044254999999999996 0.088235000000000022 -0.059624999999999991 0.086565000000000017 0.08486500000000001 0.094835000000000017 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.082850000000000021 0.085325000000000012 0.085110000000000005 0.085635000000000003 0.085010000000000016 0.085955000000000018 0.084740000000000024 -1.0000000180025095e-35 0.085790000000000019 -0.085774999999999976 -0.14575499999999997 -0.081889999999999991 -0.082594999999999988 1.0000000180025095e-35 -0.096434999999999979 0.083935000000000023 0.084415000000000004 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 9 8 -8 10 12 -11 -5 14 18 16 -15 -17 20 -20 25 -22 -23 -24 -25 26 -13 29 -29 -28
right_child=1 2 -4 4 5 -7 7 -9 -10 11 -12 13 -14 15 -16 17 -18 -19 19 -21 21 22 23 24 -26 -27 27 28 -30 -31
leaf_value=1.4851062367118018e-07 -2.1062295161300428e-07 1.6495973687553834e-07 1.6862353171400799e-07 -3.4144012809757323e-07 1.0433190362286469e-07 -4.8160490435867322e-07 6.0918933707299073e-07 -5.9373776547931215e-08 -1.2080252321100961e-08 -6.0464320509626394e-07 8.7567830837948751e-07 -3.1135321266380823e-07 -4.5387010796448214e-09 3.1146669191120628e-08 -3.6464190779039392e-07 -2.3621655113207193e-07 4.9584394988554643e-07 7.1802668297020022e-09 4.6177002843705853e-09 -4.3290551928976126e-07 -6.3871956399452758e-07 4.8916083304986623e-07 -4.2987530491700459e-07 3.9709888753236557e-07 -1.4325244829155599e-07 2.2516540871099614e-07 -2.7873948335847371e-07 3.9622015703955075e-07 2.2693625577909878e-08 1.7524214224502136e-08
leaf_weight=23 20 21 29 23 33 21 20 38 27 22 21 24 145 27 33 35 26 1500 20 20 22 21 25 20 59 37 60 32 577 140
leaf_count=23 20 21 29 23 33 21 20 38 27 22 21 24 145 27 33 35 26 1500 20 20 22 21 25 20 59 37 60 32 577 140
internal_value=0 -1.09433e-09 2.6713e-10 -1.33416e-09 -2.48745e-09 -1.23532e-07 -2.89597e-10 1.12958e-07 2.5229e-07 -3.62156e-09 5.22646e-08 -7.53359e-09 -5.06621e-08 -2.62828e-09 -2.13525e-08 1.0224e-08 2.59111e-07 1.6305e-09 -1.06349e-08 -2.14144e-07 -2.6306e-09 -1.02287e-07 -7.87537e-09 -1.08238e-07 -6.45464e-09 1.4208e-08 4.83771e-09 1.42179e-08 4.23206e-08 -7.13549e-08
internal_weight=0 3098 3078 3049 3028 54 2974 85 47 2889 189 2700 168 2678 1090 1588 53 1535 1057 40 1017 147 125 104 79 870 833 809 609 200
internal_count=3121 3098 3078 3049 3028 54 2974 85 47 2889 189 2700 168 2678 1090 1588 53 1535 1057 40 1017 147 125 104 79 870 833 809 609 200
is_linear=0
shrinkage=0.1


Tree=9599
num_leaves=31
num_cat=0
split_feature=394 132 12 130 130 15 2 97 34 34 34 9 9 10 4 2 45 375 39 16 42 12 40 4 12 3 1 2 2 123
split_gain=5.5007e-11 9.88807e-10 1.28446e-09 5.60661e-11 1.16079e-10 4.91384e-11 9.44036e-11 5.58977e-11 1.42956e-10 1.45307e-10 1.73867e-10 1.84785e-10 4.12322e-10 2.22717e-10 1.20679e-09 1.59801e-10 7.96865e-11 5.98765e-11 6.64789e-11 1.38173e-10 1.20026e-10 5.44704e-10 7.86867e-11 1.3099e-10 1.11901e-10 2.49568e-10 4.82309e-10 2.2108e-10 1.47939e-10 1.24813e-10
threshold=1.0000000180025095e-35 -0.083284999999999984 0.091840000000000019 -0.22699999999999995 -0.098119999999999985 0.17980000000000004 0.10327000000000001 -0.086464999999999986 -0.08786999999999999 -0.08330499999999999 -0.057544999999999992 0.091600000000000015 0.099965000000000012 -0.0093599999999999985 0.053180000000000012 -0.080614999999999978 0.094030000000000016 0.087420000000000012 0.11365500000000002 0.0057500000000000008 -0.23037499999999997 0.090285000000000018 -0.083564999999999987 -0.0086549999999999978 -1.0000000180025095e-35 -0.011549999999999998 0.10887500000000001 0.13404500000000005 0.10060500000000001 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 7 -7 -6 -9 -10 -11 13 -13 14 -12 -15 17 18 20 -20 21 -17 23 -22 25 26 -24 28 -27 -30
right_child=1 2 -4 4 5 6 -8 8 9 10 11 12 -14 15 -16 16 -18 -19 19 -21 22 -23 24 -25 -26 27 -28 -29 29 -31
leaf_value=-1.6908112030478153e-07 6.3778959083324684e-07 2.3140438208976186e-07 -7.2023201297448089e-07 2.2269910103837588e-07 -1.5962972359217099e-07 2.5451199486984217e-07 -4.5334926551412365e-08 1.9492188422355463e-07 -2.676787730814838e-07 2.7016952308184478e-07 -2.0999436259216966e-07 -5.4813533886033387e-07 3.8040096583813468e-08 -2.6884114184302079e-07 7.6509854332455645e-07 5.0063522097764732e-07 -1.585938064026364e-07 1.7013300237067598e-07 4.4579838681164058e-08 -3.1858962330488798e-07 2.4245055200204347e-08 -1.9536821479381288e-07 6.4429657326670058e-07 -3.2567885776657591e-07 -7.5520913214128305e-09 7.4278580955125215e-08 -2.0621886361501163e-08 2.3119322771626393e-07 -5.7134299767908648e-08 -3.7724927689656139e-07
leaf_weight=20 23 37 23 23 23 21 21 36 21 23 30 20 30 23 22 23 33 20 22 20 23 22 20 20 2381 36 24 31 29 21
leaf_count=20 23 37 23 23 23 21 21 36 21 23 30 20 30 23 22 23 33 20 22 20 23 22 20 20 2381 36 24 31 29 21
internal_value=0 8.03107e-08 -1.3339e-07 -2.20244e-09 -1.09656e-09 -2.81519e-09 1.04589e-07 -4.34277e-09 -3.12379e-09 -5.58739e-09 -3.67165e-09 -5.8816e-09 -1.9643e-07 -2.47895e-09 2.02545e-07 -6.35858e-09 -4.14313e-09 -2.24979e-09 -3.54008e-09 -1.28358e-07 -1.54679e-09 1.60367e-07 -4.36541e-09 -1.3851e-07 -2.09624e-09 7.85894e-08 2.81614e-07 2.23837e-09 -8.02919e-08 -1.91583e-07
internal_weight=0 83 60 3038 3018 2995 42 2953 2930 2894 2873 2850 50 2800 52 2748 2725 2692 2672 42 2630 45 2585 43 2542 161 44 117 86 50
internal_count=3121 83 60 3038 3018 2995 42 2953 2930 2894 2873 2850 50 2800 52 2748 2725 2692 2672 42 2630 45 2585 43 2542 161 44 117 86 50
is_linear=0
shrinkage=0.1


Tree=9600
num_leaves=31
num_cat=0
split_feature=132 394 1203 40 4 4 33 10 4 10 97 34 42 42 4 1210 2 4 15 50 42 12 13 2 482 1 1 16 133 52
split_gain=6.45239e-11 2.97208e-10 2.40726e-10 5.26357e-11 1.55638e-10 6.6245e-11 6.2641e-11 1.14045e-10 1.58525e-09 2.08508e-10 1.13081e-10 3.28872e-10 6.17539e-11 5.23952e-10 2.15657e-10 4.4372e-10 2.42922e-10 3.79772e-10 3.76933e-10 4.31781e-10 1.30181e-10 5.45805e-10 7.83025e-10 2.53511e-10 1.8195e-10 1.21258e-10 1.82322e-10 1.29016e-10 1.17752e-10 1.30722e-10
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.24620999999999996 0.62931500000000018 0.6227450000000001 0.085305000000000006 -0.012544999999999999 0.053180000000000012 -0.0091199999999999979 -0.079444999999999988 -0.05547499999999999 0.10024000000000001 0.10306000000000001 -0.082594999999999988 -0.061049999999999993 0.093680000000000013 -0.059649999999999988 0.091915000000000011 0.10114000000000002 0.096450000000000022 0.095175000000000023 -0.074044999999999986 0.089125000000000024 0.11562500000000002 0.13743000000000002 0.13332000000000002 -0.27167499999999994 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 7 8 -5 -9 -11 -12 20 -14 -15 -16 18 -18 -17 -20 24 23 -23 -22 25 26 -13 -27 -19 -30
right_child=1 -3 -4 4 -6 -7 -8 9 -10 10 11 12 13 14 15 16 17 28 19 -21 21 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-1.9004061366744357e-08 1.6279416584552564e-07 3.7008203150890041e-07 -3.832084711063999e-07 -2.4465616687651068e-07 -2.0103120895205517e-07 1.8405552644651381e-07 -1.278424077182732e-07 -3.1373481279150017e-07 8.3795890543028476e-07 -2.2854700792625714e-07 3.9858947150692297e-07 -2.8447420674140566e-09 4.5570866323682169e-07 2.4770689424080675e-07 -3.4311699706497746e-07 1.2990297621174618e-07 4.7220821398260189e-07 1.5217594561866639e-07 -6.4417191932619747e-07 -4.0201422966047488e-08 -6.3839110659102976e-07 5.5867510690448058e-07 -3.1561404625790604e-07 -1.464684187753433e-07 2.2010038584020601e-07 -3.5076067154804493e-07 2.586645998100586e-07 -4.0961459447083964e-08 1.0762686770775603e-07 -1.8522904639439731e-07
leaf_weight=196 20 22 20 38 38 20 37 21 21 21 21 2119 28 32 38 39 24 47 20 29 20 21 20 22 37 20 27 41 27 35
leaf_count=196 20 22 20 38 38 20 37 21 21 21 21 2119 28 32 38 39 24 47 20 29 20 21 20 22 37 20 27 41 27 35
internal_value=0 3.92428e-09 -5.27267e-08 1.13015e-09 8.15117e-13 2.70496e-09 1.41191e-09 3.13966e-09 1.40681e-07 1.44103e-10 2.59628e-09 4.41631e-09 1.28795e-09 4.2549e-08 2.7948e-09 -2.74646e-08 2.68105e-08 1.12092e-07 -1.0208e-07 -2.8672e-07 -4.36838e-09 -1.27352e-07 1.32193e-07 -3.80717e-07 1.80489e-10 -3.50643e-09 4.4545e-10 -1.42535e-07 3.27998e-08 -5.7695e-08
internal_weight=0 2905 216 2883 2863 2825 2805 2768 59 2709 2688 2667 2646 319 291 259 221 133 88 49 2327 83 41 42 2244 2207 2146 61 109 62
internal_count=3121 2905 216 2883 2863 2825 2805 2768 59 2709 2688 2667 2646 319 291 259 221 133 88 49 2327 83 41 42 2244 2207 2146 61 109 62
is_linear=0
shrinkage=0.1


Tree=9601
num_leaves=31
num_cat=0
split_feature=1209 401 1210 16 1210 1209 47 2 47 42 40 46 483 475 52 42 3 49 42 132 1185 1203 402 402 0 401 42 42 484 52
split_gain=5.54449e-11 6.40777e-11 1.2572e-10 2.80885e-10 9.09897e-11 9.30527e-11 6.41584e-11 5.08781e-10 1.86987e-10 8.19946e-11 7.89968e-11 7.13323e-11 2.77801e-10 7.38721e-11 1.01337e-10 1.82728e-10 1.03497e-10 9.2749e-11 1.05063e-10 5.92974e-11 3.8036e-10 1.57942e-10 5.94345e-11 1.63216e-10 2.04916e-10 1.19188e-10 8.44571e-11 4.66951e-10 2.08793e-10 4.75438e-10
threshold=-0.14444499999999996 0.13767000000000004 -0.13847499999999999 -0.080954999999999985 -0.090569999999999998 -0.085894999999999985 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.10571500000000002 -0.045684999999999996 0.10253500000000002 -0.071719999999999992 -0.014939999999999997 -0.0027449999999999996 0.084755000000000011 -0.080409999999999995 0.10595500000000001 -0.0098899999999999978 -0.083174999999999985 -0.014244999999999999 0.089005000000000015 -0.47355499999999995 -0.45015499999999992 -0.07384499999999998 -0.13200999999999999 0.10705500000000003 0.10306000000000001 0.090535000000000018 0.10744000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 8 -8 19 10 -9 12 -12 -14 16 17 -15 18 -16 21 -21 -7 -22 24 -24 -25 27 -27 29 -28
right_child=1 -3 4 -5 5 6 7 9 -10 -11 11 -13 13 14 15 -17 -18 -19 -20 20 22 -23 23 25 -26 26 28 -29 -30 -31
leaf_value=1.6597203540413831e-07 4.4396607179919561e-07 -1.7948043151250204e-07 -2.0494103939551099e-07 -6.8446552078334527e-08 -1.7045011142524659e-07 -1.5420094503743674e-08 -5.2935235899553851e-07 1.6393086192627898e-07 2.9651769209690121e-07 -2.0508978977318294e-07 3.5966262075248783e-07 -1.8953478624033387e-07 1.1684267711586927e-07 -4.0973547221767603e-08 -3.0218208840543179e-08 1.8621582592951808e-07 -2.6154646614410619e-07 9.5620192084311383e-08 -3.2844952324055722e-07 4.3171673139243339e-07 1.4185799786460966e-07 -2.8976813005362113e-07 2.2715588279063264e-08 2.2321909634115402e-07 -4.1400242837750871e-07 3.6786861602560357e-09 4.1259557429460244e-08 -3.9365068291867073e-07 -2.2807665150789296e-07 5.5104448587631594e-07
leaf_weight=20 20 20 22 23 32 167 20 28 22 20 20 21 30 52 27 39 36 20 21 21 31 24 22 25 21 2103 142 30 21 21
leaf_count=20 20 20 22 23 32 167 20 28 22 20 20 21 30 52 27 39 36 20 21 21 31 24 22 25 21 2103 142 30 21 21
internal_value=0 -1.06462e-09 9.35459e-11 1.69885e-07 -2.30969e-09 -8.31609e-10 9.87356e-10 -4.03152e-08 6.19304e-09 -9.16636e-09 4.16176e-09 -1.2656e-08 2.505e-09 -2.92423e-08 -5.1717e-08 1.36588e-08 -1.31208e-07 -8.53078e-08 -1.60694e-07 3.76262e-09 7.96789e-09 -4.98931e-08 4.28465e-09 2.49648e-09 -1.90565e-07 6.04117e-09 3.69786e-09 -1.90963e-09 6.87021e-08 1.06937e-07
internal_weight=0 3101 3081 43 3038 3016 2984 334 2650 314 294 266 245 225 195 107 88 68 48 2628 2437 191 2416 2385 43 2342 2317 2133 184 163
internal_count=3121 3101 3081 43 3038 3016 2984 334 2650 314 294 266 245 225 195 107 88 68 48 2628 2437 191 2416 2385 43 2342 2317 2133 184 163
is_linear=0
shrinkage=0.1


Tree=9602
num_leaves=31
num_cat=0
split_feature=45 45 1429 156 1429 2 2 13 132 0 130 160 2 1447 481 15 2 133 1 0 16 1 42 481 1210 0 47 0 34 1
split_gain=4.81842e-11 7.97331e-11 7.9292e-11 1.41914e-10 1.3229e-10 6.027e-11 4.92037e-10 8.12902e-10 4.96055e-10 1.86017e-09 1.56499e-09 3.98477e-10 3.42588e-10 2.5558e-10 2.82165e-10 6.92212e-10 4.29544e-10 6.97235e-10 2.49968e-10 6.8249e-10 5.09215e-10 3.37778e-10 7.37039e-10 2.80658e-10 2.44538e-10 2.79223e-10 2.11993e-09 9.19727e-10 3.46293e-10 1.79248e-10
threshold=0.10331000000000001 0.083445000000000005 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 0.083715000000000026 0.082850000000000021 -0.013634999999999998 -0.083284999999999984 -0.082284999999999983 0.0029050000000000005 -0.53908999999999996 0.083935000000000023 0.059120000000000013 -0.085784999999999986 0.087685000000000013 0.084415000000000004 -0.010614999999999998 0.085475000000000009 -0.086834999999999982 -0.015314999999999997 0.08801500000000001 0.085730000000000015 -0.070419999999999996 -0.0095099999999999976 -0.10224499999999999 0.092710000000000015 -0.09515499999999999 -0.086809999999999984 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 8 -8 9 -6 11 -10 -7 14 15 -14 17 -16 19 20 -13 22 -20 -23 -25 26 -26 -27 -29 -30
right_child=-2 -3 3 -5 5 12 7 -9 10 -11 -12 18 13 -15 16 -17 -18 -19 21 -21 -22 23 -24 24 25 27 -28 28 29 -31
leaf_value=1.9371640978723312e-07 1.220821595371291e-07 -1.9545179230005616e-07 2.39402393731325e-07 -2.6676881077491997e-07 -3.152721939768201e-07 -3.2505529869344149e-07 7.9679917216627215e-07 -6.3742513752320367e-08 -4.2902244672404778e-07 1.032274579699788e-06 -8.0963086013241536e-07 -2.4510990513704202e-07 2.3814377800740183e-08 2.7993141774488559e-07 3.9891771861120002e-10 -7.0300524825483988e-07 -1.0897415610871456e-08 7.2544591157945139e-07 5.7441579973606304e-07 -6.0259693270836587e-07 3.4784942834724986e-07 3.8025855179144162e-07 -1.4937664995310723e-07 -2.4416855865578355e-07 5.0923567132795966e-07 6.3904376804657664e-07 -8.3671376341953873e-07 -3.1850145293886056e-07 1.4303787190928142e-07 -3.1520704330181743e-09
leaf_weight=21 32 21 23 20 21 34 21 23 20 20 24 30 38 31 36 20 1990 21 34 23 28 21 24 36 22 25 25 29 118 290
leaf_count=21 32 21 23 20 21 34 21 23 20 20 24 30 38 31 36 20 1990 21 34 23 28 21 24 36 22 25 25 29 118 290
internal_value=0 -1.26109e-09 6.8121e-11 -1.26651e-09 4.87719e-10 -1.34152e-09 2.15064e-08 3.46971e-07 3.37932e-09 3.42068e-07 -1.51604e-08 1.11393e-08 -1.01227e-08 -5.10975e-09 -9.3075e-09 -2.26813e-07 -3.14467e-09 2.67521e-07 2.36262e-08 -1.41645e-07 4.11463e-08 4.50797e-08 2.74915e-07 2.15276e-08 7.70494e-09 2.55192e-08 -2.06695e-07 4.91427e-08 1.53955e-08 3.91284e-08
internal_weight=0 3089 3068 3047 3027 3004 834 44 790 41 749 725 2170 2136 2105 58 2047 57 705 81 58 624 58 566 545 509 47 462 437 408
internal_count=3121 3089 3068 3047 3027 3004 834 44 790 41 749 725 2170 2136 2105 58 2047 57 705 81 58 624 58 566 545 509 47 462 437 408
is_linear=0
shrinkage=0.1


Tree=9603
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 156 1429 1417 474 0 1 2 2 160 159 2 1209 3 4 12 12 16 3 12 1446 12 13 480 1447 480 1447
split_gain=5.54973e-11 3.22491e-10 1.55966e-10 4.91218e-11 1.37742e-10 5.26931e-11 6.31944e-11 7.7701e-11 2.35211e-10 8.71833e-11 7.49408e-11 8.17005e-10 5.34424e-10 1.17512e-09 4.36686e-10 2.17343e-10 2.12819e-10 3.93638e-10 3.43493e-10 9.35386e-10 5.11503e-10 3.18617e-10 3.54989e-10 1.81259e-10 1.77897e-10 2.70422e-10 1.65661e-10 1.63782e-10 5.49892e-10 4.55785e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 -0.079519999999999993 -0.082254999999999981 -0.080499999999999988 0.10389500000000002 0.093175000000000022 0.092635000000000009 -0.54512499999999997 -0.025879999999999997 0.093680000000000013 0.11155000000000002 -0.094874999999999987 -0.49405499999999997 0.089625000000000024 0.095565000000000011 0.13751500000000003 -0.083654999999999993 0.091715000000000005 -0.073109999999999994 0.10408500000000002 0.097995000000000013 0.11303500000000001 -0.086279999999999982 0.08610000000000001 -0.085644999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -7 8 -8 -10 11 12 13 -9 -12 16 18 -18 20 -20 -16 22 -19 -14 25 -21 -23 28 -25 -29
right_child=1 3 -4 4 -6 6 7 10 9 -11 14 -13 23 -15 15 -17 17 21 19 24 -22 26 -24 27 -26 -27 -28 29 -30 -31
leaf_value=-1.6999691252860243e-08 3.9414368735552195e-07 -1.5533374522647137e-07 -2.7344364770829931e-07 -1.5772730196637158e-07 2.6344574507675137e-07 -1.6755410673464545e-07 -1.281987924637808e-07 -8.4054117949157771e-07 3.9858955893751482e-07 1.1043733495950749e-07 -4.0395253839851022e-07 5.6907101291760516e-07 3.1305754866650664e-07 1.4989875796800334e-07 7.5920785820534524e-08 3.0801037809169429e-07 -4.3847216004699877e-07 -5.9838005427081965e-07 7.3252790230071699e-07 -7.0385504939581137e-08 -5.0006766732581452e-07 -1.7309851847120473e-09 -4.6767359508846443e-08 1.5105270710437579e-07 -1.2917678953892786e-07 4.3767946777961697e-07 -2.7451977955380522e-07 4.9044460183722547e-07 -4.8144503684473723e-07 9.9657107665666419e-09
leaf_weight=195 21 20 27 21 20 22 26 23 21 21 29 26 20 25 58 21 24 20 25 22 21 694 28 28 37 20 23 20 27 1536
leaf_count=195 21 20 27 21 20 22 26 23 21 21 29 26 20 25 58 21 24 20 25 22 21 694 28 28 37 20 23 20 27 1536
internal_value=0 3.68905e-09 -4.81888e-08 8.40007e-10 1.9329e-09 8.99581e-11 1.26644e-09 2.59526e-09 1.08182e-07 2.54513e-07 -3.76353e-11 1.27969e-08 4.18276e-09 -3.24687e-07 -2.14494e-08 -1.02787e-08 -1.71553e-08 -3.96903e-08 8.00041e-08 1.99411e-07 -7.71901e-08 -2.71795e-08 -2.76606e-07 1.38613e-08 3.07034e-08 1.7155e-07 -1.04815e-08 1.01469e-08 -1.59446e-07 1.61415e-08
internal_weight=0 2899 222 2878 2858 2838 2817 2795 68 42 2727 1705 1679 48 1022 993 972 789 183 104 79 765 48 1631 79 42 717 1611 55 1556
internal_count=3121 2899 222 2878 2858 2838 2817 2795 68 42 2727 1705 1679 48 1022 993 972 789 183 104 79 765 48 1631 79 42 717 1611 55 1556
is_linear=0
shrinkage=0.1


Tree=9604
num_leaves=31
num_cat=0
split_feature=1446 3 15 12 43 1446 1447 43 1447 42 1446 403 1447 480 480 403 403 1210 401 2 50 2 1374 1375 50 1455 160 2 13 151
split_gain=4.95507e-11 1.91186e-10 2.48043e-10 4.14464e-10 1.86213e-10 9.84207e-11 3.0262e-10 3.69005e-10 2.80159e-10 4.67118e-10 3.06753e-10 1.067e-10 1.49269e-10 2.60171e-10 1.04824e-10 9.18502e-11 1.2467e-10 1.26954e-10 9.03035e-11 8.11031e-11 2.88288e-10 2.71085e-10 6.50829e-10 4.10882e-10 2.92997e-10 4.02442e-10 4.09713e-10 2.08102e-10 3.04407e-10 4.02208e-10
threshold=0.091725000000000015 -0.082879999999999995 -0.09095499999999998 0.089300000000000004 -0.065269999999999981 0.085345000000000018 -0.086424999999999988 -0.011244999999999998 -0.086424999999999988 0.084695000000000006 0.083530000000000007 -0.55327499999999985 -0.081174999999999983 0.11471500000000003 0.095525000000000013 -0.54856499999999986 -0.5335399999999999 -0.3960249999999999 0.13571500000000003 0.087625000000000022 0.11941000000000002 0.087470000000000006 0.086000000000000007 -0.090674999999999992 0.11084500000000001 0.0034400000000000008 -0.016279999999999996 0.088930000000000023 -0.085964999999999986 -0.0067699999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 8 -7 -8 9 -1 11 -10 -13 14 15 -14 -17 -18 19 20 21 22 23 -19 25 -25 -27 28 -21 -30
right_child=1 2 3 4 -6 6 7 -9 10 -11 -12 12 13 -15 -16 16 17 18 -20 27 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-5.7099958386938204e-08 2.6010522875351073e-07 2.5430906941892319e-07 -4.3717067399029475e-07 -1.4374618530155205e-07 2.778562480381714e-07 -3.6536580291605487e-07 2.1816564025743302e-07 -2.7074274019976376e-07 2.1878474027206806e-07 5.3153290764385024e-07 -3.5960922441328571e-07 -2.745210344556881e-07 -2.0470565964749521e-07 3.3458839600766426e-07 -1.9921184159725442e-07 1.9073299371792233e-07 -2.4687554833863466e-07 4.5867451322320369e-07 1.7546592467734346e-07 -4.0817571235518903e-07 -2.4608904826806109e-07 3.5271901134592557e-07 -5.0665097982909682e-07 -9.2497481259090089e-10 2.984457890958053e-07 6.2738620542967563e-07 -5.0359271597244522e-09 -4.844333856763247e-09 2.5354464054866949e-07 -1.6470912330015546e-07
leaf_weight=28 35 25 25 20 22 30 38 26 22 26 24 20 22 23 27 34 21 22 29 31 40 25 23 976 37 21 20 1309 31 89
leaf_count=28 35 25 25 20 22 30 38 26 22 26 24 20 22 23 27 34 21 22 29 31 40 25 23 976 37 21 20 1309 31 89
internal_value=0 6.11815e-08 -1.44959e-08 -1.14796e-07 7.70932e-08 -2.59248e-09 -1.03298e-07 1.95466e-08 6.71758e-10 2.26316e-07 -3.60961e-09 -5.81977e-10 -2.30557e-09 -3.47188e-10 -3.14135e-09 -1.2022e-09 4.51082e-10 -1.96836e-09 -2.97798e-11 -1.96933e-09 1.77203e-08 2.71085e-08 1.97015e-08 3.09526e-08 2.20248e-08 1.19682e-08 3.18888e-07 -1.76671e-08 -1.28826e-07 -5.66602e-08
internal_weight=0 127 92 67 42 2994 94 64 2900 54 2846 2822 2800 2780 2757 2730 2708 2674 2653 2624 1164 1124 1099 1076 1054 1017 41 1460 151 120
internal_count=3121 127 92 67 42 2994 94 64 2900 54 2846 2822 2800 2780 2757 2730 2708 2674 2653 2624 1164 1124 1099 1076 1054 1017 41 1460 151 120
is_linear=0
shrinkage=0.1


Tree=9605
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1213 0 1210 1208 4 1204 4 2 1212 4 52 52 160 474 133 130 159 0 52 4 1 1 475 155 16 15 51
split_gain=5.21787e-11 1.19249e-10 7.0304e-11 7.80368e-11 9.96733e-11 7.96727e-11 8.14557e-11 5.91234e-11 3.12846e-10 2.52884e-10 9.84871e-10 1.26847e-09 2.15359e-10 1.89335e-10 6.11541e-10 2.74624e-10 3.28241e-10 2.02762e-10 2.13763e-10 2.93322e-10 2.23629e-10 2.80424e-10 2.55943e-10 2.00711e-10 1.93286e-10 5.15795e-10 5.12173e-10 1.63914e-10 2.7835e-10 1.42938e-10
threshold=0.12461500000000002 0.10737500000000001 0.15960500000000002 -0.43370499999999995 -0.084144999999999984 -0.13847499999999999 0.089655000000000012 -0.086849999999999997 -0.016569999999999994 -0.085409999999999986 0.083715000000000026 1.0000000180025095e-35 -0.08484499999999999 0.10473500000000001 0.091820000000000013 -0.089549999999999991 0.089265000000000011 0.039215000000000007 0.084355000000000027 0.030370000000000005 -0.014954999999999998 0.084960000000000022 -0.15764999999999998 0.081315000000000012 0.10293500000000001 -0.0095899999999999978 0.13850000000000004 0.042200000000000008 0.084195000000000006 -0.089864999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 8 -7 10 -9 -12 -11 14 15 -10 17 18 19 20 21 22 -17 -15 25 -22 -26 28 -19 -21
right_child=-2 -3 -4 5 -6 6 -8 9 13 12 11 -13 -14 23 -16 16 -18 27 -20 29 24 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=3.833994739466107e-09 -1.6100824709042172e-07 2.1429481647645005e-07 -1.3417872428187997e-07 1.9774838733610525e-07 2.8406687755994593e-07 4.1818073839294815e-07 -2.03643779173035e-07 3.6348715788392387e-07 -3.4032625336521963e-07 3.1744895068186452e-07 6.5319468660618434e-08 -8.5427132669716845e-07 -4.2093747236590101e-09 3.9518681137451494e-07 -5.0075363609754695e-07 9.2710150126955034e-08 3.8254010901867407e-07 5.4829029508596257e-07 -3.2360249581811134e-07 -2.9757325279433649e-08 -5.4792597092316665e-07 -1.1222845060387954e-07 5.5494006471690236e-07 3.0353655130897409e-08 -2.1476752897836812e-07 1.0282517793853161e-07 4.6013212614649426e-07 -3.2702620078595145e-08 7.5507794645780074e-08 -3.5604608095535039e-07
leaf_weight=30 20 26 39 20 22 20 20 24 20 21 30 30 2361 25 24 23 26 20 23 25 21 20 25 38 23 29 22 32 33 29
leaf_count=30 20 26 39 20 22 20 20 24 20 21 30 30 2361 25 24 23 26 20 23 25 21 20 25 38 23 29 22 32 33 29
internal_value=0 1.03374e-09 -7.69446e-10 9.4431e-10 1.22394e-07 -1.17211e-09 -2.51435e-09 -1.14798e-09 3.104e-08 -7.38717e-09 -1.77915e-07 -3.94476e-07 -1.3736e-09 1.41343e-08 -1.15433e-08 2.01037e-08 4.0641e-08 1.32891e-08 -3.37172e-08 -2.992e-09 6.39264e-08 2.02372e-07 3.33455e-07 1.75129e-07 -3.51712e-08 -1.7049e-07 1.15183e-07 1.46013e-07 2.53916e-07 -2.04986e-07
internal_weight=0 3101 3075 3036 52 2984 2964 2944 478 2466 84 60 2382 458 395 371 351 325 240 217 163 68 48 63 95 50 45 85 53 54
internal_count=3121 3101 3075 3036 52 2984 2964 2944 478 2466 84 60 2382 458 395 371 351 325 240 217 163 68 48 63 95 50 45 85 53 54
is_linear=0
shrinkage=0.1


Tree=9606
num_leaves=31
num_cat=0
split_feature=1209 401 1210 16 1210 1209 403 484 481 52 15 50 403 15 402 42 130 403 403 13 16 13 132 1204 43 4 130 12 403 403
split_gain=5.25954e-11 6.26947e-11 1.05377e-10 2.54497e-10 6.91906e-11 6.48453e-11 5.95849e-11 4.39448e-10 1.02021e-09 2.79655e-10 5.62762e-10 2.11575e-10 1.94819e-10 1.95667e-10 1.47852e-10 3.2397e-10 2.56169e-10 1.25972e-10 2.1214e-10 1.03383e-10 9.93375e-11 9.44419e-11 9.37135e-11 1.93225e-09 1.88203e-09 3.32428e-10 1.02041e-10 1.03376e-10 9.96398e-11 2.07137e-10
threshold=-0.14444499999999996 0.13767000000000004 -0.13847499999999999 -0.080954999999999985 -0.090569999999999998 -0.085894999999999985 -0.084339999999999984 -0.081614999999999979 -0.081614999999999979 0.10611000000000001 0.088235000000000022 0.090805000000000011 -0.5335399999999999 0.089295000000000013 -0.092414999999999983 -0.090684999999999988 0.086055000000000006 -0.08670499999999999 -0.10117499999999999 -0.010384999999999998 -0.082039999999999988 -0.082759999999999986 -0.083284999999999984 -0.082199999999999981 -0.011694999999999999 -0.069999999999999993 0.096010000000000012 0.10911500000000002 -0.081499999999999989 -0.078754999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 7 -7 -9 11 -11 12 -10 14 15 -14 17 18 21 -20 -17 -16 24 -24 -8 -26 -27 -28 -25 -30
right_child=1 -3 4 -5 5 6 22 8 9 10 -12 -13 13 -15 16 20 -18 -19 19 -21 -22 -23 23 28 25 26 27 -29 29 -31
leaf_value=1.6164068597390724e-07 4.1643600695806526e-07 -1.7752695313788536e-07 -1.7880060412458286e-07 -7.1313210671929564e-08 -1.4240780581431524e-07 -3.9033706360298669e-07 9.7537936312619415e-07 7.0592350534357342e-07 2.5645924488706194e-07 -6.114750668473335e-07 6.4722969006503211e-08 2.9035904159467036e-07 -4.3327521552782856e-07 -2.3729643582863637e-07 2.7792035325546752e-07 -9.8135395384825519e-08 3.4977196252902074e-07 2.4359586567677315e-07 -3.376715333690651e-07 -4.5639943327505198e-08 1.9577002644688908e-07 2.1524268018480394e-08 -9.649907978216885e-07 -1.621623982229817e-07 -4.4059524498152317e-07 -7.6397899374067985e-08 -3.3464515996931134e-08 2.6635627099094367e-07 3.2151812359160207e-07 -1.687544500917847e-09
leaf_weight=20 20 20 22 23 32 23 20 23 33 20 32 34 20 31 20 23 29 22 22 27 23 51 21 38 20 68 23 23 20 2318
leaf_count=20 20 20 22 23 32 23 20 23 33 20 32 34 20 31 20 23 29 22 22 27 23 51 21 38 20 68 23 23 20 2318
internal_value=0 -1.04706e-09 9.85462e-11 1.55547e-07 -2.10168e-09 -8.12759e-10 7.05686e-10 3.50046e-08 5.88652e-08 2.04095e-08 -1.95353e-07 5.39011e-08 2.71915e-08 -1.03921e-09 2.98636e-08 -9.72713e-08 7.89333e-08 2.36211e-08 -1.67076e-08 -1.76756e-07 4.88173e-08 9.37485e-08 -5.11611e-09 -9.97428e-09 7.05009e-08 -6.45556e-08 1.41626e-09 1.16446e-07 -1.53348e-09 1.07726e-09
internal_weight=0 3101 3081 43 3038 3016 2984 433 410 387 52 335 301 268 237 66 171 142 120 49 46 71 2551 2397 154 134 114 46 2376 2338
internal_count=3121 3101 3081 43 3038 3016 2984 433 410 387 52 335 301 268 237 66 171 142 120 49 46 71 2551 2397 154 134 114 46 2376 2338
is_linear=0
shrinkage=0.1


Tree=9607
num_leaves=31
num_cat=0
split_feature=1208 1208 402 401 132 1185 15 1210 1208 1204 130 1186 391 1213 0 15 4 1213 1213 403 402 403 401 401 129 1212 1212 42 401 16
split_gain=5.08432e-11 9.57049e-11 7.28999e-11 8.37944e-11 6.12567e-11 2.52996e-10 1.43439e-10 7.97354e-11 7.45017e-11 5.7817e-11 7.54444e-11 5.24732e-11 1.37599e-10 7.44618e-11 3.99327e-10 3.41497e-10 5.79944e-10 1.20634e-10 1.57504e-10 1.60075e-10 1.07402e-10 2.51232e-10 7.2807e-11 8.85628e-11 7.60957e-11 7.73114e-11 3.39885e-10 2.56593e-10 1.29923e-10 2.60857e-10
threshold=0.12461500000000002 0.10837500000000001 0.15960500000000002 0.13571500000000003 -0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.13847499999999999 0.089655000000000012 -0.079874999999999988 0.08610000000000001 0.089315000000000019 -0.086319999999999994 0.093235000000000026 -0.086554999999999979 0.086195000000000008 -0.079764999999999989 0.066460000000000019 0.04198000000000001 -0.5335399999999999 -0.45015499999999992 -0.42244999999999994 0.11655000000000001 0.10947000000000001 -0.030149999999999996 -0.092474999999999988 -0.064959999999999976 0.086730000000000015 0.085900000000000018 -0.0087049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -7 9 10 -9 12 -11 17 -15 -16 -17 18 19 -14 -21 -22 23 24 -23 27 -27 -26 -28 -30
right_child=-2 -3 -4 -5 5 7 -8 8 -10 11 -12 -13 13 14 15 16 -18 -19 -20 20 21 22 -24 -25 25 26 28 -29 29 -31
leaf_value=-2.0674876973944984e-08 -1.5893277037548616e-07 2.0425157483417855e-07 -1.3634727462174803e-07 2.0031060912407112e-07 3.4961760288102339e-07 1.9533476618215946e-07 -2.6699813186378714e-07 1.8312530934924542e-07 -1.925664020063778e-07 -2.6401621120442089e-07 -5.3051997673221542e-08 1.1413319722482111e-07 -2.7890015857002213e-07 3.5297974621231437e-07 2.8819266252152635e-07 -5.9664432778087459e-07 7.9666251018295505e-08 -1.8598685282237664e-07 2.6477143283510817e-07 -1.6841955965524474e-07 3.2993793797933667e-07 1.9205232192121004e-07 -1.6858300779286031e-07 2.0412062047810087e-07 -1.0508743412432607e-07 -3.407010412577923e-07 -6.0974564094046315e-09 3.8981581013786126e-07 2.6861365948543215e-07 -1.5673960411905207e-07
leaf_weight=190 20 23 39 21 21 21 27 38 20 20 21 39 21 36 21 21 32 36 22 38 23 20 26 21 22 30 2165 20 46 21
leaf_count=190 20 23 39 21 21 21 27 38 20 20 21 39 21 36 21 21 32 36 22 38 23 20 26 21 22 30 2165 20 46 21
internal_value=0 1.02211e-09 -4.96498e-10 1.2469e-09 -1.38238e-10 3.8272e-09 -5.13234e-08 1.21511e-09 -2.62423e-10 1.14177e-09 9.90622e-08 -1.01394e-09 -2.71434e-09 -7.20426e-10 7.98101e-08 -5.30833e-08 -1.88306e-07 -4.24824e-09 -1.60477e-09 -3.9938e-09 -1.62002e-09 1.02759e-09 -2.16302e-09 -3.17849e-10 -2.16518e-09 -3.8511e-09 -6.34718e-09 1.30581e-07 -1.85318e-09 1.35294e-07
internal_weight=0 3101 3078 3039 3018 2801 217 2780 2759 2739 59 2680 2641 2621 110 74 53 2511 2475 2453 2432 2394 2371 2345 2324 2304 2262 42 2232 67
internal_count=3121 3101 3078 3039 3018 2801 217 2780 2759 2739 59 2680 2641 2621 110 74 53 2511 2475 2453 2432 2394 2371 2345 2324 2304 2262 42 2232 67
is_linear=0
shrinkage=0.1


Tree=9608
num_leaves=31
num_cat=0
split_feature=472 1429 1425 4 4 1213 1 3 3 15 15 1429 3 1210 0 4 4 2 1212 4 4 2 4 4 4 52 4 160 4 4
split_gain=5.04044e-11 8.75045e-11 6.98092e-11 6.53291e-11 3.04771e-10 4.24912e-10 2.09887e-10 3.66345e-10 6.90478e-10 7.88147e-10 3.12281e-10 3.05669e-10 2.32609e-10 2.04153e-10 1.88154e-10 1.8629e-10 1.80675e-10 6.49785e-10 1.15171e-09 3.68552e-10 1.9452e-10 4.96908e-10 3.11487e-10 2.07797e-10 3.01384e-10 1.29865e-09 4.05304e-10 2.20816e-10 2.51114e-10 1.40708e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.10034500000000002 -0.086849999999999997 -0.08835999999999998 -0.081719999999999973 0.085475000000000009 -0.095524999999999985 0.090900000000000009 0.083195000000000005 0.089740000000000014 -0.012159999999999999 -0.16726499999999997 -0.0095099999999999976 -0.075934999999999989 -0.17966999999999997 -0.085409999999999986 0.083715000000000026 1.0000000180025095e-35 -0.08484499999999999 -0.083644999999999983 0.084755000000000011 -0.082769999999999982 -0.082349999999999993 -0.081839999999999982 0.088185000000000013 -0.081609999999999988 -0.54913999999999985 -0.081224999999999978 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 10 9 -9 12 -8 -3 -14 -13 -16 17 -5 -19 -18 21 -21 -22 -24 25 -25 -26 -28 -29 -30
right_child=1 2 -4 16 5 -7 11 8 -10 -11 -12 14 13 -15 15 -17 19 18 -20 20 22 -23 23 24 26 -27 27 28 29 -31
leaf_value=-1.4435992170547252e-07 1.9544741322958903e-07 4.1240550942234221e-07 -1.6349761260414654e-07 2.7371475881046498e-07 -4.4898302202038097e-08 5.2851336734351304e-07 4.3686698308998866e-07 -8.2906608610117548e-07 2.1827086182151622e-07 -5.0434762253705517e-08 -2.7523753711075526e-07 2.5455111885008819e-07 -2.4707417139779864e-07 1.0883805071543921e-07 5.0703068244187538e-08 -2.3922106577331227e-07 3.8986992739372303e-07 9.5443130820882524e-08 -7.6700440483061058e-07 -4.9010697397631841e-07 2.8087643971803238e-07 8.2645252688555992e-08 -2.7988104725998848e-07 6.867384190708695e-07 -4.1483803515281654e-07 -3.683125737552473e-07 2.3416936825854534e-07 -3.2757031730075901e-07 2.2453322669788478e-07 -5.1530591785333327e-09
leaf_weight=24 23 20 26 26 24 28 22 26 23 26 27 32 20 83 94 29 24 32 30 28 39 33 27 28 24 20 39 24 27 2193
leaf_count=24 23 20 26 26 24 28 22 26 23 26 27 32 20 83 94 29 24 32 30 28 39 33 27 28 24 20 39 24 27 2193
internal_value=0 1.12067e-09 -3.33308e-10 1.05851e-09 3.60533e-08 2.63862e-07 6.58549e-09 -5.75023e-08 -2.37957e-07 -4.3975e-07 3.27251e-08 8.8053e-08 1.00327e-07 3.97289e-08 3.8544e-08 -1.7653e-08 -5.06624e-09 -1.45902e-07 -3.2187e-07 -1.20696e-10 -3.89176e-09 -1.80257e-07 5.51987e-10 -4.03771e-09 -8.75173e-10 2.47134e-07 -6.03531e-09 -1.73778e-09 -5.83777e-09 -2.35958e-09
internal_weight=0 3097 3074 3048 454 52 402 225 75 52 150 177 123 103 155 123 2594 88 62 2506 2482 61 2421 2382 2355 48 2307 2283 2244 2220
internal_count=3121 3097 3074 3048 454 52 402 225 75 52 150 177 123 103 155 123 2594 88 62 2506 2482 61 2421 2382 2355 48 2307 2283 2244 2220
is_linear=0
shrinkage=0.1


Tree=9609
num_leaves=31
num_cat=0
split_feature=1429 156 142 11 9 1 9 147 147 12 0 482 158 159 4 13 13 1213 15 15 133 1428 16 2 42 132 1 393 394 15
split_gain=5.79565e-11 1.1968e-10 5.04365e-11 8.89761e-11 7.63576e-11 2.05313e-10 1.8602e-10 6.82921e-11 1.13855e-10 6.31767e-11 4.51236e-10 1.97887e-10 2.42804e-10 1.92708e-10 1.52781e-10 2.87558e-10 4.8197e-10 1.7188e-10 3.0712e-10 1.68331e-10 1.84706e-10 1.36009e-10 1.31655e-10 1.19526e-10 1.15948e-10 1.01103e-10 1.86157e-09 9.55545e-10 3.62644e-10 1.11635e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.057499999999999989 -1.0000000180025095e-35 0.091600000000000015 0.12408500000000001 0.085555000000000006 0.099730000000000027 0.093875000000000014 0.099815000000000015 0.10455500000000001 0.089925000000000019 0.083490000000000023 0.11292000000000001 -0.095774999999999985 0.23074000000000003 0.10935500000000002 -0.063509999999999997 0.11171000000000002 -0.059484999999999989 -0.040449999999999993 0.095640000000000017 -0.097644999999999996 0.10381000000000001 0.089015000000000025 -0.083284999999999984 0.089475000000000013 0.11170000000000001 0.0041850000000000004 0.12044500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 8 9 21 11 12 14 -14 -11 16 17 -16 19 22 -21 25 -19 -24 -22 26 28 29 -5 -27
right_child=1 -3 3 4 5 -7 -8 -9 -10 10 -12 -13 13 -15 15 -17 -18 18 -20 20 24 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-1.6173681816863708e-07 1.4396246938256734e-07 2.4497786910160357e-07 -1.7901484942025751e-07 5.3210609217626592e-09 -3.6061292391986218e-07 4.9954495981919848e-08 2.9183355872481285e-07 1.4302132925512055e-07 -2.0997353107514547e-07 2.3991927378119726e-07 -4.3935151443117949e-07 -3.0722639101960729e-07 4.5981801008565529e-07 2.6090457963402431e-08 1.5467347851639309e-07 -2.923298735296589e-07 4.705055634701694e-07 7.8721674762399986e-08 -3.4648723945857847e-07 -1.4683559741838922e-07 7.6532087120995134e-08 2.537460528887178e-07 -6.0926078932683401e-08 -3.2712320644680317e-07 3.8737528882393237e-07 1.5360703026170509e-09 8.9027783983416011e-07 -6.7260838453161604e-07 -4.5063482007533047e-07 1.4447986074829699e-07
leaf_weight=22 24 20 28 103 21 29 22 33 26 21 26 21 20 21 38 39 20 27 35 22 30 22 37 31 20 2241 24 21 21 56
leaf_count=22 24 20 28 103 21 29 22 33 26 21 26 21 20 21 38 39 20 27 35 22 30 22 37 31 20 2241 24 21 21 56
internal_value=0 1.14617e-09 -4.3767e-10 -1.57207e-09 6.92866e-11 -1.22484e-07 2.12762e-09 -2.92443e-11 -1.64481e-09 2.25549e-10 -3.62477e-08 -8.8113e-09 8.54802e-09 2.37665e-07 -2.08076e-08 -3.91195e-08 -1.13794e-09 -4.04416e-08 -7.71464e-08 -2.06977e-08 9.46262e-08 6.20669e-09 -1.08101e-07 -1.82281e-07 2.00869e-07 3.99831e-09 8.41311e-08 -1.11802e-09 -7.18973e-08 5.02099e-09
internal_weight=0 3099 3079 3055 3027 50 2977 2955 2922 2896 408 382 361 41 320 299 260 240 202 167 72 2488 95 68 50 2466 148 2318 124 2297
internal_count=3121 3099 3079 3055 3027 50 2977 2955 2922 2896 408 382 361 41 320 299 260 240 202 167 72 2488 95 68 50 2466 148 2318 124 2297
is_linear=0
shrinkage=0.1


Tree=9610
num_leaves=31
num_cat=0
split_feature=472 1429 1426 4 156 156 156 156 156 16 156 1371 1374 156 160 157 157 0 1429 4 0 156 42 3 471 1 376 40 160 160
split_gain=5.65267e-11 8.22558e-11 5.92836e-11 1.41581e-10 6.92289e-11 2.89952e-10 1.78237e-10 1.99525e-10 2.31662e-10 1.12369e-09 2.08521e-10 2.51689e-10 2.50343e-10 2.36216e-10 1.67918e-10 1.11013e-10 2.00074e-10 1.32189e-10 1.2071e-10 1.20364e-10 1.28962e-10 1.07444e-10 1.37251e-10 7.78752e-11 1.87845e-10 1.49314e-10 8.43563e-11 1.34873e-10 1.04277e-10 3.5318e-10
threshold=-0.38234499999999999 -0.23587499999999997 -0.061919999999999996 -0.040589999999999994 0.091255000000000017 0.092385000000000009 0.089950000000000016 0.089090000000000016 0.08759500000000002 -0.0087049999999999992 0.087205000000000019 0.087810000000000013 0.088460000000000011 0.086340000000000014 -0.089744999999999978 -0.076494999999999994 -0.06588999999999999 -0.043914999999999989 1.0000000180025095e-35 -0.036839999999999991 -0.087184999999999985 0.083310000000000009 -1.0000000180025095e-35 -0.24190499999999995 0.10277000000000001 0.10337500000000001 0.087010000000000018 -0.049804999999999995 0.081905000000000019 0.062030000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 8 10 -10 11 12 13 21 -7 18 -17 19 -16 -18 -21 23 -23 25 26 -4 28 -28 29 -25
right_child=1 2 4 -5 5 14 -8 -9 9 -11 -12 -13 -14 -15 15 16 17 -19 -20 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-1.5287322933469721e-07 1.8959815696956392e-07 -3.0930289739217188e-07 4.2764891795678122e-08 6.6969559924245915e-08 4.0903944341694335e-07 -2.4916718867221532e-07 -2.7415130823271742e-07 3.1425293013143118e-07 -6.7417720161371945e-07 2.647945034937038e-07 3.2292431058067454e-07 -3.4601110947446181e-07 2.672319824828914e-07 -3.4434254331472408e-07 2.6795977548189108e-07 -2.9455602060579624e-07 -1.9847656410239743e-07 2.5076649353650283e-07 -3.0782341839529271e-08 -7.9522786548362018e-08 2.5980696116383638e-07 -3.4184919286417423e-08 3.2400527184899663e-07 -1.0471564663930896e-09 2.8501677196918932e-07 -2.9298751322506598e-07 2.1196639027977632e-07 -1.0236221143600233e-07 -5.6579350649986097e-08 3.9297097240033391e-07
leaf_weight=24 23 20 27 20 21 21 24 20 26 25 20 21 35 20 38 20 24 25 21 24 21 20 23 2085 23 26 43 20 338 23
leaf_count=24 23 20 27 20 21 21 24 20 26 25 20 21 35 20 38 20 24 25 21 24 21 20 23 2085 23 26 43 20 338 23
internal_value=0 1.18952e-09 -2.20173e-10 -1.21167e-07 1.37438e-09 5.60715e-08 -2.79727e-09 -4.67219e-10 -2.73547e-09 -2.13897e-07 1.21799e-09 -1.16149e-09 1.53766e-09 -1.97416e-09 1.78636e-08 5.02777e-08 -7.35084e-09 5.37566e-08 1.61628e-07 -1.76237e-08 7.88311e-08 6.31388e-10 1.57405e-07 -1.97646e-09 5.3471e-10 -1.21944e-07 -2.07314e-09 1.1218e-07 -5.01587e-09 3.2519e-09
internal_weight=0 3097 3074 40 3034 215 2819 2795 2775 51 2724 2704 2683 2648 194 173 114 94 59 69 45 2628 43 2585 2532 53 2509 63 2446 2108
internal_count=3121 3097 3074 40 3034 215 2819 2795 2775 51 2724 2704 2683 2648 194 173 114 94 59 69 45 2628 43 2585 2532 53 2509 63 2446 2108
is_linear=0
shrinkage=0.1


Tree=9611
num_leaves=31
num_cat=0
split_feature=1429 156 40 2 11 9 8 33 11 156 130 1429 471 153 1186 391 1186 43 132 50 1185 43 128 42 0 128 52 130 133 399
split_gain=5.88436e-11 1.09186e-10 5.50063e-11 1.2514e-10 6.94489e-11 9.39755e-11 2.21176e-10 2.08936e-10 7.26021e-11 1.05253e-10 6.1083e-11 6.01613e-11 9.15195e-11 5.74342e-11 7.56565e-11 1.20403e-10 1.03675e-10 3.28205e-10 1.52186e-10 2.05991e-09 1.38355e-09 1.261e-10 9.60937e-11 3.56331e-10 2.31869e-10 9.74848e-11 9.11842e-11 1.69682e-10 9.36554e-11 1.71394e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.24620999999999996 0.31358000000000003 -0.011194999999999998 0.092235000000000011 0.097795000000000007 -0.0066799999999999993 0.097680000000000017 0.14540500000000003 -0.22461999999999996 0.12387000000000002 0.10277000000000001 0.08351500000000002 0.090275000000000008 -0.086319999999999994 0.057025000000000006 -0.012164999999999999 -0.083284999999999984 0.096530000000000019 -0.083264999999999992 -0.013024999999999998 0.10378000000000003 -0.09693499999999998 -0.081584999999999977 0.10001500000000001 0.08734500000000002 0.115025 -0.37971999999999995 0.087485000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 -6 9 10 -9 12 13 14 15 -12 18 -18 19 21 -20 -17 25 24 -24 -22 28 -28 -23 -30
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 11 -13 -14 -15 -16 16 17 -19 20 -21 22 26 23 -25 -26 -27 27 -29 29 -31
leaf_value=-1.629662835062556e-07 1.6494703004354959e-07 2.3405505487517077e-07 1.633766167139164e-07 -1.9815056617744631e-07 2.7837188912161328e-07 -3.6265224302976253e-07 7.1305999512401768e-08 1.6504209115324061e-07 -1.4424961810683661e-07 2.2925493922798523e-07 -2.4178244635615037e-07 -1.7086131661260749e-07 1.9768820706027013e-07 -1.714608724157074e-07 1.447052433028213e-07 -1.94067716360483e-07 1.2257861593904334e-07 -3.9024213981301384e-07 -8.3375352822656633e-07 1.0475820909050528e-06 -6.4982030587467277e-11 -1.7335423668403868e-07 -3.1077329111894867e-07 4.001582266202722e-07 1.7075486077544613e-07 -2.164695890390552e-07 3.5236634317925567e-07 -3.8419660143063084e-08 1.9899598860485143e-07 -1.4232616309633222e-07
leaf_weight=22 20 20 26 32 27 23 24 22 35 20 21 21 23 20 35 35 24 26 20 20 2380 33 20 27 20 21 20 25 31 28
leaf_count=22 20 20 26 32 27 23 24 22 35 20 21 21 23 20 35 35 24 26 20 20 2380 33 20 27 20 21 20 25 31 28
internal_value=0 1.15861e-09 -3.54197e-10 -1.43495e-09 6.44633e-10 -7.65241e-10 -1.41057e-07 1.46688e-09 -1.08742e-09 6.45182e-10 -9.46808e-10 -2.22813e-09 -9.76342e-10 -2.60474e-09 -1.39256e-09 -3.25131e-09 -1.41646e-09 -1.44088e-07 1.24533e-09 8.70269e-08 -5.37447e-09 -2.46656e-08 1.33849e-09 1.19461e-07 -7.00092e-08 -1.95773e-09 1.86123e-08 1.35263e-07 -3.84451e-08 3.70126e-08
internal_weight=0 3099 3079 3059 3027 3001 47 2954 2927 2892 2872 2850 2829 2806 2786 2751 2730 50 2680 192 2488 172 2468 67 40 2401 137 45 92 59
internal_count=3121 3099 3079 3059 3027 3001 47 2954 2927 2892 2872 2850 2829 2806 2786 2751 2730 50 2680 192 2488 172 2468 67 40 2401 137 45 92 59
is_linear=0
shrinkage=0.1


Tree=9612
num_leaves=31
num_cat=0
split_feature=472 1429 1429 132 399 1203 2 0 0 399 399 2 131 130 1185 3 3 15 52 130 130 0 1186 39 33 12 9 4 16 3
split_gain=6.13436e-11 7.78259e-11 6.01019e-11 6.53693e-11 2.77825e-10 1.73685e-10 7.71207e-11 1.5468e-10 8.18926e-11 6.56666e-11 9.93218e-11 9.79796e-11 1.28825e-10 5.53963e-11 1.75634e-10 2.46638e-10 2.332e-10 2.49911e-10 1.95745e-10 1.26868e-10 1.1923e-10 1.08119e-10 6.76928e-11 6.42198e-11 2.19678e-10 1.79628e-10 7.50135e-11 1.16408e-10 7.97582e-11 6.65368e-11
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.083449999999999983 0.091580000000000009 0.089480000000000018 0.084145000000000011 -0.084889999999999979 -0.098289999999999975 0.087805000000000008 0.10695000000000002 0.089725000000000013 -0.076979999999999979 -0.0075749999999999993 0.088895000000000016 -0.116045 -0.098469999999999988 0.088235000000000022 0.08568000000000002 -0.0045849999999999997 -0.014104999999999998 -0.10096999999999999 -0.078814999999999982 -1.0000000180025095e-35 -0.009184999999999997 -0.029094999999999999 0.089995000000000006 0.49041500000000005 0.63636000000000015 0.10893000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 13 6 7 -4 -8 11 -11 -10 -13 14 15 -5 -17 18 21 -15 -20 -18 -21 25 -25 -24 28 -28 29 -26
right_child=1 2 3 4 -6 -7 8 -9 9 10 -12 12 -14 19 -16 16 17 -19 20 22 -22 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=-1.5925713749235609e-07 1.8450051315525068e-07 -1.5455478177273108e-07 1.3585117528691626e-08 3.9750929814049001e-07 2.7370834654199803e-07 -3.3287924082969767e-07 -1.7317366413749371e-07 -3.4544181630735694e-07 -1.7766959138043603e-07 2.3565154676093286e-07 -4.2545465411032115e-08 2.5689982024346137e-07 -9.0121340650986661e-08 -2.4723257332598655e-07 -2.2182297514172251e-07 -2.7900035775019206e-07 5.2579934339108506e-08 3.6574382393111525e-07 3.8090829406201011e-08 1.8281725630231452e-07 3.6566792743997217e-07 -2.0059665521207415e-07 -7.1290754061445352e-08 -2.87652774120404e-07 -1.0613569996270244e-08 3.3848112366285934e-07 2.7323265766199259e-07 -2.8984681458373771e-08 1.5102609279265932e-07 4.8694688054206171e-08
leaf_weight=24 23 25 30 22 38 20 20 20 25 33 21 20 23 21 21 20 31 26 25 20 20 37 23 27 2195 20 25 26 33 207
leaf_count=24 23 25 30 22 38 20 20 20 25 33 21 20 23 21 21 20 31 26 25 20 20 37 23 27 2195 20 25 26 33 207
internal_value=0 1.23551e-09 -1.35698e-10 1.13045e-09 5.13309e-09 -5.24332e-08 -2.322e-08 -1.30026e-07 1.43876e-08 4.51353e-08 1.27464e-07 -2.02432e-08 7.12839e-08 1.48683e-09 5.19296e-08 8.3691e-08 4.02696e-08 8.62077e-08 2.18897e-08 -2.43671e-09 1.83681e-07 -8.51779e-08 -4.41093e-10 -1.87504e-09 -3.94848e-09 1.19301e-07 -8.6722e-10 1.19161e-07 -3.38116e-09 -5.50249e-09
internal_weight=0 3097 3074 3049 2837 212 192 50 142 122 54 68 43 2799 202 181 159 139 113 2597 45 68 2576 2556 2513 43 2486 51 2435 2402
internal_count=3121 3097 3074 3049 2837 212 192 50 142 122 54 68 43 2799 202 181 159 139 113 2597 45 68 2576 2556 2513 43 2486 51 2435 2402
is_linear=0
shrinkage=0.1


Tree=9613
num_leaves=31
num_cat=0
split_feature=1429 156 96 34 39 10 9 3 2 16 3 46 158 482 482 42 42 366 482 42 474 484 133 16 49 43 49 43 49 1186
split_gain=5.92651e-11 1.00735e-10 5.20557e-11 6.05918e-11 3.41575e-10 4.83601e-10 1.46056e-10 4.34479e-10 1.94774e-10 5.58056e-10 1.02619e-10 5.97558e-11 1.92709e-10 7.05562e-11 3.40178e-10 3.38881e-10 3.15999e-10 1.129e-10 9.43321e-11 8.94048e-11 7.73036e-11 1.09852e-10 6.85426e-10 3.85075e-10 1.00074e-10 3.45235e-10 3.38432e-10 3.27789e-10 1.78662e-10 1.21743e-10
threshold=-0.23752499999999996 0.32523500000000005 0.090365000000000015 -0.057544999999999992 0.089790000000000023 -0.0082499999999999987 0.091600000000000015 -0.13309499999999996 -1.0000000180025095e-35 -0.056919999999999991 -0.010424999999999999 0.10253500000000002 -0.47356499999999996 0.089605000000000018 0.086210000000000023 0.096450000000000022 0.089625000000000024 0.090115000000000015 0.11117500000000001 0.084755000000000011 0.11421000000000002 0.10455500000000001 0.089755000000000015 -0.022939999999999999 0.11475 -0.084569999999999992 0.10877000000000002 -0.079584999999999975 0.10440000000000001 0.090275000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 10 8 -8 9 -5 -2 12 -10 14 17 16 18 20 19 -15 21 24 23 -23 26 -26 28 -27 29 -14
right_child=1 -3 -4 6 -6 -7 7 -9 11 -11 -12 -13 13 15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-1.6355716277096443e-07 -1.2541724340546051e-07 2.2485649310510782e-07 -1.5720422774328265e-07 -1.3416795188921545e-07 -2.3251537956525684e-07 5.9725690264366725e-07 1.8989193456775413e-07 -4.1182730193156663e-07 2.6519308920358997e-07 5.5514815435270501e-07 1.8128733614730663e-07 -1.529875812768576e-07 -1.0995258611258728e-09 -5.7693981227026189e-08 3.8334114957132952e-07 -3.6428583151581321e-07 3.5896886296476237e-07 -2.2849833979679799e-07 5.7405321090949914e-08 -3.2139279475984501e-07 -1.6062343931366742e-07 1.9159657566350773e-07 6.1416695530169828e-07 -4.1467990229193681e-07 -3.6696667695140966e-07 3.6754463980770427e-07 3.2587072402723298e-07 -7.1662046985191424e-08 -2.3258646615948406e-07 1.8683546126599791e-07
leaf_weight=22 24 20 21 24 25 21 20 30 27 23 20 26 2272 36 23 31 21 22 35 20 30 22 20 20 33 20 32 113 33 35
leaf_count=22 24 20 21 24 25 21 20 30 27 23 20 26 2272 36 23 31 21 22 35 20 30 22 20 20 33 20 32 113 33 35
internal_value=0 1.15447e-09 -2.98612e-10 7.78896e-10 8.16138e-08 2.02433e-07 -1.6723e-09 -1.7114e-07 1.23153e-09 2.03157e-07 1.39939e-08 -2.07411e-09 -6.94938e-10 -3.24248e-09 4.1602e-10 -7.16795e-08 9.30976e-09 -2.90497e-09 -7.13808e-08 -1.51872e-07 -1.01788e-09 8.23721e-10 1.32337e-07 -9.71065e-08 -2.38896e-09 -7.74507e-08 2.86409e-09 -5.61593e-09 -1.55309e-09 1.75168e-09
internal_weight=0 3099 3079 3058 90 65 2968 50 2918 47 44 2871 2845 2818 2675 143 112 2652 91 56 2630 2600 62 42 2538 166 2372 133 2340 2307
internal_count=3121 3099 3079 3058 90 65 2968 50 2918 47 44 2871 2845 2818 2675 143 112 2652 91 56 2630 2600 62 42 2538 166 2372 133 2340 2307
is_linear=0
shrinkage=0.1


Tree=9614
num_leaves=31
num_cat=0
split_feature=472 1429 1425 4 1204 52 52 3 157 474 403 159 43 50 13 4 12 12 15 3 42 52 45 11 4 4 403 4 12 1184
split_gain=6.17312e-11 7.27414e-11 5.33986e-11 6.13029e-11 2.80771e-10 1.7718e-10 6.52808e-10 2.34359e-10 1.95644e-10 3.22073e-10 1.65823e-10 2.00915e-10 2.30382e-10 2.21552e-10 3.72883e-10 1.46613e-10 1.0867e-10 9.66148e-11 1.66095e-10 2.38048e-10 1.52675e-10 1.23623e-10 9.48776e-11 3.89031e-10 9.62938e-11 2.94689e-10 2.14701e-10 1.15345e-10 5.33606e-10 2.84959e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.10034500000000002 -0.086849999999999997 -0.081919999999999979 0.10473500000000001 0.092650000000000024 -0.116045 -0.081579999999999986 0.089190000000000005 0.048950000000000007 0.089030000000000012 -1.0000000180025095e-35 0.091320000000000012 -0.016469999999999995 -0.086394999999999986 0.099400000000000002 0.092755000000000018 0.084050000000000014 -0.094299999999999981 -0.091214999999999977 -0.014264999999999998 0.094030000000000016 -0.011194999999999998 -0.085964999999999986 -0.085594999999999991 -0.55049499999999985 -0.083644999999999983 0.088245000000000004 0.086750000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 -7 -6 10 11 13 -13 14 -10 -5 17 18 19 -16 -20 -21 23 -17 -25 -26 -27 28 -28 -29
right_child=1 2 -4 15 5 7 -8 -9 9 -11 -12 12 -14 -15 16 22 -18 -19 20 21 -22 -23 -24 24 25 26 27 29 -30 -31
leaf_value=-1.597680906684218e-07 1.7840828507671532e-07 4.0135671071084293e-07 -1.4279795285377672e-07 -2.4108218825019255e-07 -1.8646898463605165e-07 -9.1669187576198545e-08 -5.4912179783579117e-07 3.2268732573980649e-07 4.5795078618433421e-07 4.3931221149762223e-07 -1.8308644787957882e-07 8.5584214843947857e-08 -3.9439691548182057e-07 -1.7354790427605493e-07 4.6800305611327533e-07 3.9194424149968658e-07 2.6527616867610961e-07 -1.5741469496788341e-07 1.0596827735298576e-07 2.2511994522744773e-07 -2.2447485369104505e-07 -1.2226957329360069e-07 -2.0461048587998964e-07 1.948644470672889e-07 -3.4130671884633143e-07 2.5446498668202367e-07 3.0501782438773622e-08 -5.6294398785891941e-09 -5.3226103328479044e-07 3.4071872709873221e-07
leaf_weight=24 23 20 26 26 39 21 21 39 29 20 34 20 20 28 20 25 24 22 29 20 27 21 23 24 26 32 63 2328 23 24
leaf_count=24 23 20 26 26 39 21 21 39 29 20 34 20 20 28 20 25 24 22 29 20 27 21 23 24 26 32 63 2328 23 24
internal_value=0 1.23091e-09 -9.47499e-11 1.12253e-09 3.50218e-08 1.814e-08 -7.45188e-09 1.77663e-07 2.47721e-08 5.10091e-08 2.45939e-08 5.17521e-08 -1.54406e-07 8.92354e-08 1.27558e-07 -4.81049e-09 6.87765e-08 3.48485e-08 7.10005e-08 1.85161e-07 -5.33525e-08 4.71887e-08 -2.41833e-09 -5.91049e-10 -4.48525e-09 -6.40207e-09 -2.87676e-09 -6.2545e-09 -1.20005e-07 -2.09527e-09
internal_weight=0 3097 3074 3048 454 434 374 60 353 314 294 260 40 220 192 2594 163 139 117 61 56 41 2568 2545 2520 2496 2470 2438 86 2352
internal_count=3121 3097 3074 3048 454 434 374 60 353 314 294 260 40 220 192 2594 163 139 117 61 56 41 2568 2545 2520 2496 2470 2438 86 2352
is_linear=0
shrinkage=0.1


Tree=9615
num_leaves=31
num_cat=0
split_feature=1429 156 474 474 14 157 2 157 43 1453 1447 52 42 1447 1456 474 474 157 1429 42 1429 1374 483 456 43 1454 12 1455 1455 1455
split_gain=5.923e-11 9.3483e-11 5.50694e-11 2.87883e-10 2.27046e-10 3.16527e-10 7.31139e-10 2.83978e-10 1.50253e-10 1.35006e-10 1.06352e-10 2.34996e-10 4.28415e-10 1.22669e-10 1.11909e-10 1.58351e-10 1.6031e-10 3.61497e-10 1.15222e-10 4.66047e-10 2.50026e-10 1.52932e-10 1.14495e-10 9.73219e-11 9.30684e-11 8.41414e-11 2.25679e-10 6.84894e-10 1.70705e-10 1.75494e-10
threshold=-0.23752499999999996 0.32523500000000005 0.089435000000000014 0.088435000000000014 -0.31455999999999995 -0.074309999999999987 0.090790000000000023 -0.06482499999999998 -0.073404999999999984 -0.087504999999999986 -0.086359999999999978 0.26746000000000009 0.085225000000000009 -0.085594999999999991 0.12034500000000002 0.086630000000000013 0.084550000000000014 -0.083944999999999978 0.083985000000000018 0.083715000000000026 0.083670000000000008 -0.24112999999999998 -0.47181499999999993 0.10512000000000001 -0.082689999999999986 0.07931500000000001 0.090285000000000018 0.083295000000000022 -0.097209999999999977 -0.089344999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -4 6 24 -7 -9 -2 11 12 -11 -12 15 16 18 -18 20 -20 21 -15 -23 25 -6 28 27 -27 -24 -30
right_child=1 -3 4 -5 5 7 -8 8 -10 10 13 -13 -14 14 -16 -17 17 -19 19 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-1.6350510614932484e-07 -2.0468866068767966e-07 2.1665675319582079e-07 1.7563696129090861e-07 2.7310130528089529e-07 1.2703874160558331e-07 2.8354175719673079e-07 -6.6860583421691479e-07 8.9548692609279598e-08 -2.392929249982568e-07 3.1771835618986768e-08 -2.2661914620414338e-07 -1.8649780457735688e-07 5.8996029054014806e-07 2.3151622005555292e-07 -2.0600260418527447e-07 2.2016864059838956e-07 -4.0660551377413871e-07 8.8523640329185588e-08 -8.6706326489902231e-08 5.0398180336101594e-07 -3.4328616715399786e-07 2.2261356948745191e-07 -2.8674181126440265e-07 -2.0628233525969889e-07 -1.5169387177138562e-07 6.7966569964994512e-07 -1.4667381673660886e-07 -7.5811245399866803e-08 2.9459795886310763e-07 -2.8981073170085577e-09
leaf_weight=22 32 20 36 39 23 29 27 24 33 44 24 20 20 29 26 33 30 29 34 22 21 23 21 23 25 20 24 30 20 2318
leaf_count=22 32 20 36 39 23 29 27 24 33 44 24 20 20 29 26 33 30 29 34 22 21 23 21 23 25 20 24 30 20 2318
internal_value=0 1.15772e-09 -2.42075e-10 3.25445e-09 -5.13943e-08 -1.02159e-07 -2.52304e-07 2.87815e-08 -1.00833e-07 -4.47285e-10 1.87777e-09 1.12705e-07 2.06206e-07 -1.53605e-09 4.62469e-10 2.46773e-09 -2.49411e-10 -1.63237e-07 3.47061e-09 1.4535e-07 3.28965e-10 3.20613e-09 5.35293e-10 -1.54443e-09 -1.81345e-08 3.91029e-10 1.05389e-07 2.2638e-07 -2.90268e-09 -3.53231e-10
internal_weight=0 3099 3079 2882 197 161 75 86 57 2843 2811 84 64 2727 2703 2677 2644 59 2585 56 2529 2508 2479 2456 48 2433 74 50 2359 2338
internal_count=3121 3099 3079 2882 197 161 75 86 57 2843 2811 84 64 2727 2703 2677 2644 59 2585 56 2529 2508 2479 2456 48 2433 74 50 2359 2338
is_linear=0
shrinkage=0.1


Tree=9616
num_leaves=31
num_cat=0
split_feature=472 474 160 483 479 1447 12 1447 403 1447 480 479 480 471 483 42 13 4 482 483 482 156 475 49 50 366 474 474 52 475
split_gain=6.13244e-11 8.04773e-11 6.46093e-11 1.02787e-10 7.76973e-11 6.92158e-11 1.93482e-10 1.92232e-10 4.09494e-10 1.92316e-10 6.79003e-11 8.56859e-11 1.12818e-10 1.25113e-10 8.23081e-11 2.19284e-10 2.31694e-10 2.70632e-10 1.05744e-10 3.56169e-10 2.89937e-10 1.84282e-10 9.09072e-11 1.77177e-10 9.79285e-11 9.02519e-11 9.48824e-11 3.71517e-10 7.01614e-10 3.69018e-10
threshold=-0.38234499999999999 0.12103000000000001 0.62940000000000007 -0.47181499999999993 0.11469500000000001 -0.086849999999999997 0.085325000000000012 -0.086279999999999982 -0.56738999999999995 -0.085644999999999985 0.11471500000000003 0.086465000000000014 0.10272000000000002 0.094575000000000006 0.10083000000000002 0.096610000000000015 -0.077944999999999987 -0.0078799999999999981 0.089605000000000018 0.088610000000000008 0.086210000000000023 0.09148000000000002 0.055635000000000011 0.090000000000000011 0.14262000000000002 0.090115000000000015 0.091650000000000009 0.087745000000000017 -0.085264999999999994 -0.068264999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -7 -9 -10 11 12 13 14 18 16 17 -16 20 21 22 -20 24 -24 25 26 27 -11 -29 -28
right_child=1 -3 -4 4 -6 7 -8 8 9 10 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=-1.5922869304555814e-07 2.2703774646970489e-07 1.9633537682412203e-07 -1.7924277010195055e-07 -5.9129726144653057e-08 -1.9209323131094825e-07 -2.8942890055631049e-07 2.6674895902293168e-07 4.3061128558654424e-07 -3.0397722762624349e-07 -2.8762419449936252e-09 1.8335989864226577e-07 -1.5704439484969563e-07 2.3130708019011979e-07 -2.1968501908549325e-07 3.9311743268191766e-07 3.6880653701907499e-07 -2.0550198039851848e-07 -9.7474649216813066e-08 1.4394806500971614e-07 -4.697281080080443e-07 3.7119252805864347e-07 -1.8571732766758943e-07 2.7490642158234379e-07 -1.0450973366715744e-07 -2.1465918455279818e-07 -1.9992351272064657e-07 2.4893512130467642e-08 6.7197245453806562e-07 -1.2749697976319328e-07 -4.7922486032803138e-07
leaf_weight=24 20 21 20 38 21 23 35 22 21 2352 20 35 21 26 23 22 30 22 39 21 21 30 32 20 22 23 53 23 21 20
leaf_count=24 20 21 20 38 21 23 35 22 21 2352 20 35 21 26 23 22 30 22 39 21 21 30 32 20 22 23 53 23 21 20
internal_value=0 1.23884e-09 -9.30897e-11 1.07936e-09 -4.09171e-10 9.25942e-10 9.71135e-08 -1.46076e-09 8.08255e-10 -2.4557e-09 -2.54044e-10 -1.53986e-09 3.89481e-10 -1.3424e-09 7.04069e-10 9.11953e-08 9.76266e-09 1.53272e-07 -2.57484e-09 -1.09132e-07 1.13219e-09 6.15286e-10 -1.89636e-09 1.28977e-07 -4.60337e-09 -2.74895e-09 -9.12164e-10 2.5096e-09 2.90407e-07 -1.13221e-07
internal_weight=0 3097 3076 3056 3036 3015 73 2942 2919 2897 2876 2856 2821 2800 2774 97 75 45 2677 90 2587 69 2566 52 2514 2492 2469 2396 44 73
internal_count=3121 3097 3076 3056 3036 3015 73 2942 2919 2897 2876 2856 2821 2800 2774 97 75 45 2677 90 2587 69 2566 52 2514 2492 2469 2396 44 73
is_linear=0
shrinkage=0.1


Tree=9617
num_leaves=31
num_cat=0
split_feature=142 11 147 147 45 34 34 34 133 9 13 2 16 3 3 2 3 43 3 0 150 130 403 1209 3 133 43 12 52 52
split_gain=6.47623e-11 1.16345e-10 6.46942e-11 9.65388e-11 5.59514e-11 7.87207e-11 2.33243e-10 8.74568e-11 2.5555e-10 1.78361e-10 2.88023e-10 2.18966e-10 5.17308e-10 6.21499e-11 2.63333e-10 2.77268e-10 2.55414e-10 7.40213e-10 3.6782e-10 1.9742e-10 1.59241e-10 1.48149e-10 1.4779e-10 2.17868e-10 1.72186e-10 6.09496e-10 6.41039e-10 8.91646e-10 7.3033e-10 6.81212e-10
threshold=-0.057499999999999989 -0.014494999999999999 0.099730000000000027 0.093875000000000014 0.10331000000000001 -0.085739999999999983 -0.14308499999999999 -0.057544999999999992 0.086990000000000012 0.091600000000000015 -0.0062949999999999994 -1.0000000180025095e-35 -0.056919999999999991 -0.082594999999999988 -0.082974999999999979 0.083795000000000022 -0.083489999999999995 -0.041739999999999992 -0.083784999999999984 0.10455500000000001 0.11156000000000001 0.10737500000000001 -0.5341999999999999 -0.083969999999999989 -0.079864999999999978 0.089405000000000012 0.0034250000000000005 0.087765000000000024 0.08709500000000002 0.19022000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 -7 11 -11 12 -9 14 16 -16 18 -18 20 22 21 -13 -15 -24 25 26 28 -28 -25 -30
right_child=1 2 -4 -5 -6 7 -8 9 -10 10 -12 13 -14 19 15 -17 17 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=1.6364020242557825e-07 -2.3041145440898122e-07 1.0818696945979023e-07 1.3364293801979936e-07 -1.930694665748416e-07 1.386837552996079e-07 3.9734168849138638e-07 -3.3826217259047557e-07 -1.1086460213628807e-07 -6.4132454876845e-08 6.3420424436522186e-08 -4.6682976008447617e-07 1.9562155831717327e-08 5.6741005571645722e-07 -2.1002034849004759e-07 -5.6370534841996482e-08 3.9423994617019775e-07 1.9589817957429055e-07 -5.6092681831440167e-07 4.0236392446028433e-07 -2.6875548430875066e-07 -2.2460397770310952e-07 -1.9894676579479411e-07 2.3805508028039591e-07 -3.4086358794475612e-08 7.6297323449058357e-09 -3.8155717625443235e-07 -8.5579484320419398e-07 -9.6158783669648771e-09 7.9667295020281818e-07 4.2574972326292484e-08
leaf_weight=24 22 22 36 26 29 21 25 23 28 20 21 1022 22 36 22 36 24 28 24 30 29 32 36 184 1144 54 20 33 23 25
leaf_count=24 22 22 36 26 29 21 25 23 28 20 21 1022 22 36 22 36 24 28 24 30 29 32 36 184 1144 54 20 33 23 25
internal_value=0 -1.26398e-09 3.75448e-10 -1.20324e-09 4.52428e-10 -8.90973e-10 -1.29286e-07 1.1637e-09 1.33642e-07 -1.08403e-09 -2.08171e-07 1.89825e-09 2.20736e-07 -1.61628e-09 1.53801e-08 2.23319e-07 4.97416e-09 -2.11623e-07 1.51486e-08 -1.46665e-08 6.5676e-09 1.29281e-08 -9.76443e-09 -5.0184e-09 -1.0919e-08 -7.35143e-08 -1.51483e-08 -3.28929e-07 5.65343e-08 4.03914e-07
internal_weight=0 3097 3075 3039 3013 2984 47 2937 49 2888 41 2847 45 2802 1217 58 1159 52 1107 1585 1083 1054 1555 1519 1483 339 285 53 232 48
internal_count=3121 3097 3075 3039 3013 2984 47 2937 49 2888 41 2847 45 2802 1217 58 1159 52 1107 1585 1083 1054 1555 1519 1483 339 285 53 232 48
is_linear=0
shrinkage=0.1


Tree=9618
num_leaves=31
num_cat=0
split_feature=9 9 4 41 41 2 43 34 1211 50 12 1213 0 133 1183 129 1184 16 151 52 457 16 132 0 42 42 42 51 51 0
split_gain=6.37077e-11 1.55903e-10 9.23644e-11 7.25924e-11 1.86614e-10 6.94962e-11 8.35067e-11 5.98681e-11 5.59315e-11 2.55577e-10 1.72605e-10 1.47467e-10 1.48749e-10 1.11029e-10 5.92158e-11 8.79136e-11 2.31252e-10 7.27255e-11 2.582e-10 3.43666e-10 2.38628e-10 2.19713e-10 2.10608e-10 8.53476e-10 2.57887e-10 7.3604e-10 5.53466e-10 1.98904e-10 6.59724e-10 1.84633e-10
threshold=0.092410000000000006 0.088235000000000022 0.42642000000000008 0.086565000000000017 0.090905000000000014 -0.045829999999999989 -0.081289999999999987 -0.085644999999999985 0.080695000000000003 0.096900000000000014 0.094580000000000011 -0.020279999999999996 -0.083389999999999978 -0.084614999999999982 -0.073809999999999973 -0.077709999999999987 0.089075000000000015 -0.083134999999999987 0.086470000000000005 -0.080979999999999983 0.11612500000000002 -0.08231999999999999 0.088890000000000011 -0.090644999999999989 0.087075000000000014 0.087550000000000017 0.086375000000000021 0.035765000000000012 0.094075000000000006 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 6 -1 -7 14 10 11 -10 13 -13 -9 -16 17 18 19 -17 22 -19 24 -24 26 -26 27 -21 -29 -27
right_child=2 -3 -4 4 -6 7 -8 8 9 -11 -12 12 -14 -15 15 16 -18 21 -20 20 -22 -23 23 -25 25 29 -28 28 -30 -31
leaf_value=1.5615961254535134e-08 2.7166519680171016e-07 -2.5574701657167987e-07 1.7634821714018757e-09 3.5806964774565133e-07 1.1150805707457302e-08 1.6375528947388708e-07 -2.4841049150836627e-07 1.2781966502602288e-07 2.7224012896454045e-07 3.0363515465427502e-07 -1.9089874827331358e-07 2.3740200797798631e-08 1.6427726931074937e-07 -2.9111445769558487e-07 -1.6440744437724271e-07 2.9994867676297334e-07 3.179874878159436e-07 2.4835206760245558e-07 -3.1997517112358766e-07 -1.2833287800915092e-08 2.7594077434874487e-07 -1.2184780291798517e-09 5.023335002813771e-08 -7.2184728245681324e-07 6.0763050054969305e-07 -2.2559919076933687e-07 -5.6146486616367755e-07 -5.1090502218976837e-07 4.383195030915783e-08 3.8629125770720902e-08
leaf_weight=23 21 24 32 20 69 22 25 33 25 33 37 24 30 21 35 32 22 36 30 344 24 1752 41 22 22 31 22 36 53 180
leaf_count=23 21 24 32 20 69 22 25 33 25 33 37 24 30 21 35 32 22 36 30 344 24 1752 41 22 22 31 22 36 53 180
internal_value=0 -1.87452e-09 1.08706e-07 1.27104e-10 8.91101e-08 -2.55293e-09 -1.21898e-07 -5.82318e-10 -1.8355e-09 5.38082e-08 -6.36913e-09 6.19068e-08 -8.20428e-09 -1.23192e-07 -5.31963e-09 -6.95781e-09 -4.87593e-09 -7.58184e-09 -3.19095e-08 -2.12007e-08 -3.44611e-08 3.80643e-09 -4.43807e-08 -2.19382e-07 -2.83559e-08 5.71997e-08 -7.21678e-08 -4.73075e-08 -1.80556e-07 -1.91148e-10
internal_weight=0 3068 53 3044 89 2955 48 2907 2885 170 137 100 75 45 2715 2682 2647 2625 837 807 775 1788 751 63 688 233 455 433 89 211
internal_count=3121 3068 53 3044 89 2955 48 2907 2885 170 137 100 75 45 2715 2682 2647 2625 837 807 775 1788 751 63 688 233 455 433 89 211
is_linear=0
shrinkage=0.1


Tree=9619
num_leaves=31
num_cat=0
split_feature=156 475 9 9 3 41 12 4 46 474 97 34 33 45 132 1203 394 50 16 3 3 41 12 16 52 158 51 13 12 12
split_gain=5.23342e-11 6.05023e-11 5.16604e-11 1.26221e-10 8.875e-11 5.89235e-11 1.60369e-10 3.36972e-10 6.07695e-11 8.74706e-11 7.33698e-11 2.41834e-10 2.26418e-10 5.91659e-11 5.80229e-11 1.4883e-09 7.28376e-10 2.78978e-10 7.28327e-11 1.33597e-10 5.69077e-11 5.69028e-11 5.59394e-11 5.41547e-11 1.97068e-10 1.57287e-10 2.11644e-10 1.51744e-10 2.67861e-10 2.09072e-10
threshold=0.3248100000000001 0.13528000000000004 0.092410000000000006 0.088235000000000022 -0.014944999999999998 0.086565000000000017 0.08486500000000001 0.098655000000000007 0.084955000000000017 0.11568500000000002 -0.086464999999999986 -0.08786999999999999 1.0000000180025095e-35 0.116775 -0.083284999999999984 0.089165000000000008 0.12358500000000001 0.097510000000000013 -0.095094999999999985 -0.073309999999999986 -0.084074999999999997 0.093020000000000019 0.087505000000000013 0.0065250000000000004 -0.16675999999999999 1.0000000180025095e-35 -0.23823499999999997 0.086705000000000018 0.096075000000000008 0.10711000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 8 7 -7 9 10 -1 -12 14 -10 15 17 23 18 -13 20 22 -8 -20 24 -16 27 -27 -25 -29 -30
right_child=-2 -3 4 -5 -6 6 21 -9 13 -11 11 12 -14 -15 16 -17 -18 -19 19 -21 -22 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=-1.8446847527477737e-07 -1.5028774273757691e-07 1.7027604577552189e-07 -1.9885633725121367e-08 -2.3017234127564736e-07 2.4008099693458484e-07 5.0471878910771229e-07 -1.8573577612812644e-07 -2.9385126641433026e-08 2.3020408748534878e-07 -1.9835712000849033e-07 3.149428261887503e-07 -1.6327381804058938e-07 -3.309713476829486e-07 -7.4439012109905886e-09 3.2025260253476519e-07 8.4559463627578051e-07 -6.0640471730266657e-07 -3.9818297196347882e-07 -7.3021736446727505e-08 2.1823514000986727e-07 -1.6399088797638601e-07 4.995041292334333e-08 1.0452090598454966e-07 -2.995606626657964e-08 4.6903474752683668e-09 -4.2752636005616294e-08 -3.9910428313305606e-07 -4.7987910812819391e-08 5.2754800549337234e-07 8.9770696594844901e-08
leaf_weight=22 23 21 29 24 24 21 20 27 22 23 24 23 21 20 20 21 20 20 35 29 23 21 36 497 1885 50 25 51 20 24
leaf_count=22 23 21 29 24 24 21 20 27 22 23 24 23 21 20 20 21 20 20 35 29 23 21 36 497 1885 50 25 51 20 24
internal_value=0 1.11545e-09 -3.9042e-11 -1.75443e-09 9.78351e-08 7.29145e-11 8.0224e-08 2.04285e-07 -2.3776e-09 -4.12576e-09 -2.55608e-09 -1.13891e-09 -3.84818e-09 1.17038e-07 -1.37622e-09 5.24201e-08 -5.25736e-09 -4.79213e-08 5.97443e-11 3.06018e-08 -2.72851e-08 -6.50185e-08 1.69999e-08 -5.82805e-10 8.00334e-09 -2.51054e-08 -1.61537e-07 -7.8211e-09 1.0798e-07 2.8876e-07
internal_weight=0 3098 3077 3024 53 3000 89 48 2911 2869 2846 2824 2800 42 2779 187 2592 166 146 123 94 41 71 2572 1905 667 75 592 95 44
internal_count=3121 3098 3077 3024 53 3000 89 48 2911 2869 2846 2824 2800 42 2779 187 2592 166 146 123 94 41 71 2572 1905 667 75 592 95 44
is_linear=0
shrinkage=0.1


Tree=9620
num_leaves=31
num_cat=0
split_feature=130 15 15 16 52 403 130 130 1429 156 1203 132 132 2 52 132 2 0 39 33 12 9 9 43 16 4 154 1428 471 11
split_gain=5.59802e-11 1.6106e-10 1.90832e-10 1.77058e-10 1.51446e-10 1.43183e-10 1.35608e-10 1.03916e-10 9.34519e-11 1.00853e-10 7.27878e-11 9.33122e-11 1.78594e-10 1.52474e-10 1.11522e-10 1.52156e-10 8.54152e-11 7.2309e-11 6.89564e-11 2.19322e-10 1.41502e-10 7.75533e-11 1.21024e-10 6.58894e-11 9.47938e-11 9.47217e-11 6.24603e-11 1.03336e-10 1.20865e-10 1.08938e-10
threshold=-0.0070449999999999992 0.088495000000000018 0.087575000000000014 -0.08453999999999999 0.085310000000000011 -0.082599999999999993 -0.07639 -0.004324999999999999 -0.23752499999999996 0.32523500000000005 -1.0000000180025095e-35 -0.083174999999999985 -0.034244999999999991 0.084145000000000011 0.089575000000000016 -0.41094499999999995 0.085485000000000019 -0.082284999999999983 -1.0000000180025095e-35 -0.009184999999999997 -0.029094999999999999 0.089995000000000006 0.10141500000000002 -0.0047449999999999992 -0.12029499999999999 -0.0096849999999999974 0.085530000000000009 -0.020064999999999996 0.093375000000000014 0.092630000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 23 -6 -7 -2 -9 10 -10 13 -13 -12 15 -15 -17 -18 20 -20 -14 26 -23 24 -1 -26 27 -21 29 -29
right_child=7 3 -4 -5 5 6 -8 8 9 -11 11 12 18 14 -16 16 17 -19 19 21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=1.7435264755041989e-07 -2.2576589371748836e-07 2.7651811442617392e-08 -2.6280275894014664e-07 4.3876052664870717e-07 2.3687699460048442e-08 1.0060863825277589e-07 4.6039238327466592e-07 -2.1265972507189008e-07 1.829460887035696e-07 2.228374455626181e-07 -2.5596862487135869e-07 2.9107878594643245e-07 -4.5311014920788817e-08 2.7239799085994797e-07 -1.6732418072850028e-07 1.3472881420284465e-07 1.0332570354876225e-08 -2.4325453896846159e-07 -2.873438204544612e-07 -1.7298251384387541e-07 3.1838279170415261e-07 2.98112611961766e-07 -1.2922854388119145e-08 -2.0185134900430059e-07 2.7055347181380463e-08 -2.1571609818238359e-07 1.6838915287327912e-07 -2.1195754172499071e-09 1.7231367384814197e-07 -1.5589825115386432e-07
leaf_weight=23 21 22 23 20 52 22 20 21 21 20 37 21 23 21 38 20 23 22 27 36 20 22 29 20 45 25 21 2320 39 47
leaf_count=23 21 22 23 20 52 22 20 21 21 20 37 21 23 21 38 20 23 22 27 36 20 22 29 20 45 25 21 2320 39 47
internal_value=0 4.33447e-08 1.04618e-08 2.23418e-07 4.08245e-08 1.34606e-07 2.71934e-07 -4.13777e-09 -2.49202e-09 -9.19689e-10 -2.52541e-09 -3.93354e-09 6.32626e-10 -7.78147e-08 -2.46559e-08 3.83835e-08 -3.72211e-08 -1.13643e-07 -1.72781e-09 -3.85288e-09 1.23849e-07 -8.08227e-10 1.21249e-07 -3.71887e-08 -1.77743e-09 -5.96487e-08 -3.33561e-09 -4.81235e-09 -2.29609e-09 -5.17306e-09
internal_weight=0 272 230 42 207 94 42 2849 2828 2807 2787 2766 2605 161 124 86 65 45 2584 2541 43 2514 51 113 93 70 2463 2442 2406 2367
internal_count=3121 272 230 42 207 94 42 2849 2828 2807 2787 2766 2605 161 124 86 65 45 2584 2541 43 2514 51 113 93 70 2463 2442 2406 2367
is_linear=0
shrinkage=0.1


Tree=9621
num_leaves=31
num_cat=0
split_feature=472 1429 394 132 1186 130 12 142 11 147 147 48 39 9 13 33 9 42 11 0 0 1 52 2 1 160 1447 480 1 12
split_gain=5.62327e-11 7.72478e-11 5.25009e-11 9.50416e-10 1.0993e-09 5.59459e-11 9.84134e-11 5.18176e-11 8.30247e-11 5.71968e-11 8.57913e-11 6.55883e-11 6.21712e-11 1.69987e-10 2.8704e-10 1.86375e-10 1.34691e-10 1.02428e-10 6.55925e-11 1.17528e-10 2.62674e-10 1.88686e-10 2.42092e-10 8.44607e-11 7.17106e-11 2.66783e-10 3.72689e-10 2.60399e-10 2.42942e-10 2.00487e-10
threshold=-0.38234499999999999 -0.23587499999999997 1.0000000180025095e-35 -0.083284999999999984 -0.085584999999999981 -0.22699999999999995 0.23631000000000002 -0.057499999999999989 -0.014494999999999999 0.099230000000000013 0.093875000000000014 -0.091489999999999974 -1.0000000180025095e-35 0.092235000000000011 -0.052719999999999996 -0.0066799999999999993 0.082870000000000013 -1.0000000180025095e-35 0.097680000000000017 0.11070500000000001 0.062580000000000011 0.10439500000000002 0.095415000000000014 0.10467500000000002 0.081670000000000006 -0.54512499999999997 0.0071200000000000005 0.11303500000000001 0.077845000000000011 0.083310000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 -3 7 -7 -9 10 11 -10 17 15 -15 -14 18 -13 19 20 24 22 23 -21 27 -26 -27 28 -17 -30
right_child=1 2 3 4 -6 6 -8 8 9 -11 -12 12 13 14 -16 16 -18 -19 -20 21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-1.5248382917813314e-07 1.8376080563682436e-07 -1.6905646504028483e-07 6.2481263534624782e-07 3.4196557723791761e-07 -5.1842210141192928e-07 1.4359735214242165e-07 2.1983472153763728e-07 -1.9747407342472136e-07 1.2805984322552065e-07 1.2458735866971439e-07 -1.9230033709109289e-07 -3.6213855364188763e-08 2.5841452708374605e-07 5.7213715223269901e-08 -4.7854781051626113e-07 -2.2380536883199687e-09 -2.5789685169218591e-07 2.7999622901120349e-07 -1.4596225037522006e-07 4.6139153179562229e-08 -3.6712568878272124e-07 3.7044180467254205e-07 3.1718656507771149e-07 -1.9318893774213613e-07 -3.8533553151864904e-07 -2.5174032197209203e-08 4.108674727376638e-07 3.1273164768919059e-07 4.3119029768945438e-07 2.4946407961579097e-09
leaf_weight=24 23 20 23 27 33 24 20 22 38 35 24 21 27 20 20 1429 21 20 32 30 20 21 22 29 20 984 20 28 24 20
leaf_count=24 23 20 23 27 33 24 20 22 38 35 24 21 27 20 20 1429 21 20 32 30 20 21 22 29 20 984 20 28 24 20
internal_value=0 1.17774e-09 -1.88364e-10 7.8263e-08 -1.31248e-07 -2.36538e-09 -1.24326e-09 -2.74159e-09 -3.9415e-09 -2.47585e-09 -4.0254e-09 -2.4377e-09 -4.20369e-09 -6.01496e-09 -2.10667e-07 -3.0131e-09 -5.62737e-09 1.18035e-07 -3.6499e-09 -1.92946e-09 -6.14788e-09 1.03324e-07 3.40716e-08 -7.14967e-08 -3.28865e-09 -2.3692e-08 -1.64879e-08 1.06308e-08 4.88817e-09 2.36329e-07
internal_weight=0 3097 3074 83 60 2991 2971 2951 2927 2905 2870 2846 2808 2767 40 2727 2700 41 2679 2647 2545 102 81 59 2525 1024 1004 1501 1473 44
internal_count=3121 3097 3074 83 60 2991 2971 2951 2927 2905 2870 2846 2808 2767 40 2727 2700 41 2679 2647 2545 102 81 59 2525 1024 1004 1501 1473 44
is_linear=0
shrinkage=0.1


Tree=9622
num_leaves=31
num_cat=0
split_feature=130 40 120 9 10 33 9 10 51 132 1185 1203 46 97 374 39 1456 158 1451 160 2 479 2 133 479 160 1374 1375 50 133
split_gain=5.52559e-11 1.0833e-10 7.71198e-11 9.21281e-11 1.58016e-10 1.02982e-10 1.0663e-10 8.34267e-11 1.4246e-10 6.2036e-11 2.96039e-10 1.74814e-10 5.87139e-11 7.79358e-11 1.75392e-10 8.91032e-11 7.2122e-11 9.2767e-11 8.3115e-11 7.51368e-11 3.37914e-10 7.87116e-11 1.1167e-10 9.72027e-11 9.12736e-10 8.80074e-10 5.34116e-10 5.25469e-10 3.50654e-10 3.41721e-10
threshold=-0.23123999999999997 -0.24290999999999999 0.091385000000000008 0.092890000000000014 0.09820000000000001 -0.009184999999999997 0.085555000000000006 -0.086389999999999981 0.086310000000000012 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.084955000000000017 -0.086464999999999986 0.08987500000000001 -1.0000000180025095e-35 0.11772000000000001 0.139155 0.091400000000000009 -0.54913999999999985 0.083865000000000009 0.10061500000000002 0.092365000000000017 0.086910000000000015 0.077560000000000018 -0.46009499999999998 0.087110000000000007 -0.085004999999999983 -0.099524999999999988 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 8 -7 11 -11 -9 13 -12 15 -15 17 18 19 20 -17 23 -23 24 29 -25 27 -27 -29 -21
right_child=1 2 -4 4 -6 6 -8 9 -10 10 12 -13 -14 14 -16 16 -18 -19 -20 21 -22 22 -24 25 -26 26 -28 28 -30 -31
leaf_value=1.5442705896648676e-07 -2.3312603275371657e-07 -1.9410247448701869e-07 1.7528337014027783e-07 3.4160341985376538e-07 -3.0488496463476623e-08 -2.5710620987369608e-07 2.1791610733275363e-07 -1.7517525322167991e-08 6.70981950735416e-08 3.7740504803011956e-07 -1.9799091205641164e-07 -2.8543919969235631e-07 1.2226473382216414e-07 -2.0737274192854441e-07 2.8132742254559744e-07 4.142841673812022e-07 -1.354945899615464e-07 2.1605365303045687e-07 -1.8939524110188042e-07 2.3908912362787088e-09 -6.9000493596878453e-08 3.4108394828535895e-08 -2.9237849500677014e-07 6.6996918827536933e-07 -6.2419677545240881e-07 4.9770981915927508e-07 -4.964216068970018e-07 3.6396086452820482e-07 -4.2420178831934013e-09 -3.8578234784094807e-07
leaf_weight=23 20 28 25 21 25 33 22 187 23 21 20 28 39 21 22 23 39 20 23 1624 39 20 22 21 24 23 20 27 615 23
leaf_count=23 20 28 25 21 25 33 22 187 23 21 20 28 39 21 22 23 39 20 23 1624 39 20 22 21 24 23 20 27 615 23
internal_value=0 -1.14498e-09 3.62374e-10 -1.07e-09 1.3938e-07 -3.21854e-09 -1.4244e-09 -3.05629e-09 -1.23951e-07 -7.22577e-10 3.4147e-09 -5.24097e-08 4.67682e-10 -1.34118e-09 1.68022e-10 -2.22575e-09 -5.44873e-10 1.54032e-09 -1.7304e-10 1.58114e-09 1.10283e-07 -1.20493e-09 -1.36909e-07 1.19286e-09 -1.19515e-08 3.23036e-08 1.27547e-08 2.80683e-08 1.12432e-08 -3.02986e-09
internal_weight=0 3098 3078 3053 46 3007 2979 2957 56 2901 2686 215 2665 2626 2606 2584 2563 2524 2504 2481 62 2419 42 2377 1671 706 685 665 642 1647
internal_count=3121 3098 3078 3053 46 3007 2979 2957 56 2901 2686 215 2665 2626 2606 2584 2563 2524 2504 2481 62 2419 42 2377 1671 706 685 665 642 1647
is_linear=0
shrinkage=0.1


Tree=9623
num_leaves=31
num_cat=0
split_feature=1429 156 394 132 130 12 401 401 42 401 16 1429 156 156 1371 2 43 1132 156 2 156 15 133 475 1374 156 156 376 52 374
split_gain=5.68063e-11 9.11339e-11 5.02332e-11 3.06488e-10 5.34063e-11 9.04293e-11 4.67486e-11 5.61851e-11 1.65401e-10 8.43492e-11 6.13619e-11 1.04226e-10 6.92072e-11 6.11233e-11 1.05993e-10 1.05288e-10 1.01688e-10 9.50463e-11 8.39094e-11 3.89895e-10 1.71397e-10 5.79229e-10 5.5631e-10 2.98038e-10 2.00553e-10 1.41515e-10 3.6423e-10 1.09359e-10 1.23108e-10 9.22855e-11
threshold=-0.23752499999999996 0.32523500000000005 0.055520000000000007 -0.083174999999999985 -0.22699999999999995 0.23631000000000002 0.13837000000000002 0.11769000000000002 0.089015000000000025 0.11336 0.63636000000000015 -0.10379499999999998 0.12734000000000004 0.10068000000000001 0.08976000000000002 0.12437500000000001 -0.075574999999999989 0.085085000000000008 0.091255000000000017 0.091185000000000002 0.08759500000000002 -0.015039999999999998 0.085520000000000013 -0.084374999999999992 0.088460000000000011 0.087120000000000017 0.08618000000000002 0.087010000000000018 0.048770000000000008 0.089535000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 9 -9 10 11 -6 13 14 17 16 -15 18 20 -20 24 22 -22 -23 25 26 27 29 -29 -13
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12 12 -14 15 -16 -17 -18 -19 19 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.6011794921863303e-07 -1.6489563705590627e-07 2.1391493248756888e-07 -2.2712947696845732e-07 2.5435842622356081e-07 1.9929338425693177e-07 2.1098648005590804e-07 -1.5103852759812936e-07 -8.4327437941912941e-08 2.630208603375587e-07 -1.982686956190285e-07 -1.2629827950423791e-07 -1.2193370658414461e-09 -1.4158776614132356e-07 2.5812846160988561e-07 -2.124504417129932e-07 -8.6143437127983452e-08 3.9302401616331046e-08 -2.1324008297965306e-07 -1.0107781547061577e-07 4.0162467700855375e-07 -7.3947524844205275e-08 3.6355767104831341e-07 -7.8805599429188083e-07 -1.3523811756499529e-07 2.3050472273367679e-07 2.5144710465693522e-07 -4.28303946904407e-07 2.4512779745962049e-07 -6.2811011289909407e-08 -2.1180473427626739e-07
leaf_weight=22 20 20 20 39 26 20 21 26 29 22 39 2303 35 35 24 32 54 21 36 27 24 23 20 25 38 22 20 37 20 21
leaf_count=22 20 20 20 39 26 20 21 26 29 22 39 2303 35 35 24 32 54 21 36 27 24 23 20 25 38 22 20 37 20 21
internal_value=0 1.14075e-09 -2.41353e-10 9.11422e-08 -2.02666e-09 -9.40867e-10 -2.3632e-09 -1.30805e-09 9.88198e-08 -3.20441e-09 -1.71537e-09 -6.35594e-12 -1.84583e-09 -8.7752e-11 -3.24854e-09 6.94234e-08 1.25358e-07 -1.34454e-09 3.56457e-10 1.14366e-07 -2.45694e-09 -1.36467e-07 -3.98542e-07 1.03768e-07 2.55279e-09 -1.02219e-09 -3.33553e-09 2.34135e-10 1.37079e-07 -3.12222e-09
internal_weight=0 3099 3079 59 3020 3000 2980 2959 55 2904 2882 2843 2817 2782 2661 121 89 2637 2616 63 2553 92 44 48 2461 2423 2401 2381 57 2324
internal_count=3121 3099 3079 59 3020 3000 2980 2959 55 2904 2882 2843 2817 2782 2661 121 89 2637 2616 63 2553 92 44 48 2461 2423 2401 2381 57 2324
is_linear=0
shrinkage=0.1


Tree=9624
num_leaves=31
num_cat=0
split_feature=156 1428 142 45 3 47 47 47 147 148 1365 1375 1 1373 1373 150 43 147 147 0 132 1 1185 393 12 3 1455 2 158 483
split_gain=5.76257e-11 5.58577e-11 5.22535e-11 8.46081e-11 8.81721e-10 5.42167e-11 3.53613e-10 2.03518e-10 6.79073e-11 8.23194e-11 7.10681e-11 8.20492e-11 1.82748e-10 1.22004e-10 3.3452e-10 2.43197e-10 6.43998e-10 3.36406e-10 8.36594e-11 7.38476e-11 7.72797e-11 1.54387e-09 8.6385e-10 3.36545e-10 1.47879e-10 2.16707e-10 7.44621e-11 2.5727e-10 1.07702e-10 1.16635e-10
threshold=0.3248100000000001 0.10668500000000002 -0.057499999999999989 0.083445000000000005 0.096675000000000011 0.092165000000000011 0.09585500000000001 0.088915000000000008 0.099730000000000027 1.0000000180025095e-35 0.085025000000000017 0.08517000000000001 0.089105000000000018 1.0000000180025095e-35 0.086880000000000013 0.12640500000000002 -0.077319999999999986 0.092070000000000013 0.090115000000000015 -0.23091999999999999 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.10483000000000002 0.11232500000000002 -0.073309999999999986 -0.097209999999999977 0.086675000000000016 -0.4686749999999999 0.10143000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 -7 8 9 10 11 13 -13 15 -15 17 -17 18 19 -4 21 23 -22 24 25 -21 27 -24 -28 -30
right_child=-2 -3 3 4 -6 6 -8 -9 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20 20 22 -23 26 -25 -26 -27 28 -29 29 -31
leaf_value=1.5025531315778243e-07 -1.5769914685022188e-07 1.6775290283987943e-07 1.6132306370764127e-07 -6.4436466125528117e-07 2.1282105202876286e-07 -3.9161449159053065e-07 -5.9065292357067699e-09 2.4178273305450503e-07 1.495588596680459e-07 -1.7637084583227009e-07 1.7745496332667167e-07 5.4950956837274141e-08 -3.4022805059728194e-07 4.6711448021596884e-07 -1.0433525308902366e-07 1.4012323316345157e-07 -6.1666328137603578e-07 3.6968807671655671e-07 -1.97752187129178e-07 -1.9999494658342407e-08 -6.5862373617164853e-07 7.4644376960110648e-07 -4.0015287282813007e-07 -4.1359878897982648e-07 -2.3534583471535538e-07 3.3751894783390093e-07 1.9945814894331957e-07 4.5007244422648098e-08 6.4525163141746079e-09 -1.2394999303501531e-07
leaf_weight=23 23 20 29 20 30 26 277 36 31 26 23 25 22 20 21 23 22 25 21 88 20 28 20 23 22 21 28 37 2020 71
leaf_count=23 23 20 29 20 30 26 277 36 31 26 23 25 22 20 21 23 22 25 21 88 20 28 20 23 22 21 28 37 2020 71
internal_value=0 1.17389e-09 9.15069e-11 -1.03902e-09 -1.30053e-07 1.10764e-09 -3.90036e-08 5.60567e-09 2.41649e-09 6.854e-10 2.44986e-09 8.93352e-10 -1.30026e-07 3.31684e-09 1.74421e-07 5.08488e-10 -2.29861e-07 4.73459e-09 9.76836e-10 2.71066e-09 7.7636e-10 6.33955e-08 -4.41339e-09 -6.07951e-08 1.14759e-09 4.88802e-08 1.59957e-09 -1.11189e-07 4.63354e-09 2.02469e-09
internal_weight=0 3098 3078 3055 50 3005 303 2702 2666 2635 2609 2586 47 2539 41 2498 45 2453 2428 2407 2378 182 2196 154 131 109 2176 57 2119 2091
internal_count=3121 3098 3078 3055 50 3005 303 2702 2666 2635 2609 2586 47 2539 41 2498 45 2453 2428 2407 2378 182 2196 154 131 109 2176 57 2119 2091
is_linear=0
shrinkage=0.1


Tree=9625
num_leaves=31
num_cat=0
split_feature=394 3 1420 157 50 3 2 2 156 475 4 475 3 475 4 1371 1374 1445 474 1429 475 1447 1446 480 475 4 4 481 481 1447
split_gain=5.21798e-11 2.843e-10 4.77476e-11 1.21561e-10 6.8273e-11 6.99201e-11 1.26521e-10 2.24902e-10 1.26147e-10 7.32336e-11 1.71228e-10 8.94608e-11 3.94097e-10 3.41311e-10 2.90229e-10 2.03456e-10 4.46376e-10 1.91539e-10 1.18643e-10 1.48222e-10 2.98431e-10 1.05089e-10 1.8521e-10 2.81694e-10 1.22148e-10 1.16827e-10 2.0819e-10 9.74839e-11 2.4504e-10 1.56381e-10
threshold=0.055520000000000007 -0.083489999999999995 0.056520000000000008 0.63397500000000007 0.14794500000000002 -0.24190499999999995 0.10467500000000002 0.10803500000000001 -0.14734999999999998 -0.10664 -0.03898999999999999 -0.086304999999999979 -0.085709999999999995 -0.085774999999999976 -0.016959999999999999 0.083235000000000017 0.092505000000000018 0.077020000000000019 -0.090834999999999985 -0.060529999999999994 -0.0056899999999999997 0.059120000000000013 -0.09143999999999998 0.11471500000000003 -0.085024999999999989 -0.52556499999999995 -0.50940999999999981 -0.087424999999999989 -0.085629999999999984 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8 -7 10 -10 12 -11 -13 -14 17 -17 18 -15 20 -20 22 -21 24 -24 -26 -27 -28 -29 -30
right_child=1 -3 -4 -5 -6 8 7 -9 9 11 -12 13 14 15 -16 16 -18 -19 19 21 -22 -23 23 -25 25 26 27 28 29 -31
leaf_value=8.7646118274165024e-08 2.6860971473752216e-07 -1.8148045311165888e-07 -1.4533404576804575e-07 2.4501701005874567e-07 -1.8648274387800257e-07 2.4548173694852051e-07 -4.4871757808095942e-07 -6.2833277807099134e-09 -3.4646448739295014e-07 4.1972682024694363e-07 3.6636826296541718e-08 -4.1277893330970988e-07 1.8899155577400963e-07 -2.4195223922163225e-07 -3.4973786778635939e-07 5.3364571163621637e-07 -1.0337586605725269e-07 -3.0247074743697127e-07 4.6184845780587804e-07 -3.0624966996128938e-07 -5.7313661144666513e-09 1.9166018237878496e-07 -2.2856720309031667e-07 3.3328309046964935e-07 1.8221679778123953e-07 -2.9751550378875891e-07 -1.5841279804727165e-07 3.1241294846040548e-07 -1.9835920632260694e-07 1.0280403292498646e-09
leaf_weight=24 36 23 23 20 20 21 20 27 20 26 28 20 20 20 20 22 22 21 21 20 39 28 24 25 34 24 39 25 40 2369
leaf_count=24 36 23 23 20 20 21 20 27 20 26 28 20 20 20 20 22 22 21 21 20 39 28 24 25 34 24 39 25 40 2369
internal_value=0 9.31508e-08 -1.79357e-09 -7.07213e-10 -2.33506e-09 -1.107e-09 -9.91619e-08 -1.94553e-07 1.27069e-09 -4.93473e-10 -1.22989e-07 1.56311e-09 1.16636e-07 -1.15612e-09 -8.03732e-08 1.81267e-09 2.15135e-07 -1.62675e-09 7.06237e-10 2.51173e-09 1.57922e-07 -1.03644e-09 -3.11163e-09 -7.61726e-10 -4.03027e-09 -1.90111e-09 -4.40813e-09 -1.56357e-09 9.49623e-10 -2.28267e-09
internal_weight=0 59 3062 3039 3019 2999 71 47 2928 2907 48 2859 66 2793 40 2773 44 2729 2708 2688 60 2628 2600 2580 2555 2531 2497 2473 2434 2409
internal_count=3121 59 3062 3039 3019 2999 71 47 2928 2907 48 2859 66 2793 40 2773 44 2729 2708 2688 60 2628 2600 2580 2555 2531 2497 2473 2434 2409
is_linear=0
shrinkage=0.1


Tree=9626
num_leaves=31
num_cat=0
split_feature=1447 475 1447 403 1453 133 132 1185 1203 50 16 0 15 403 403 52 1 16 51 155 1429 0 51 14 142 2 2 158 45 1455
split_gain=6.2748e-11 1.97634e-10 1.53796e-10 3.25163e-10 1.85595e-10 1.13856e-10 5.92155e-11 2.7403e-10 2.02638e-10 5.48288e-11 6.65546e-11 7.89839e-11 6.16798e-11 5.83895e-11 6.9929e-11 5.33977e-11 2.47058e-10 3.82453e-10 2.18095e-10 1.2817e-10 9.70999e-11 3.28532e-10 8.64988e-11 8.04009e-11 1.81943e-10 1.4465e-10 7.31171e-11 3.39729e-10 3.32669e-10 1.44344e-10
threshold=-0.086849999999999997 -0.083389999999999978 -0.086279999999999982 -0.56738999999999995 -0.087504999999999986 0.084415000000000018 -0.083449999999999983 -0.087384999999999977 0.089480000000000018 0.087730000000000016 -0.095094999999999985 -0.091069999999999984 0.085315000000000016 -0.089609999999999981 -0.020569999999999995 -0.53964499999999982 0.10672000000000002 0.62682500000000008 -0.026084999999999994 0.11245500000000001 -0.069929999999999978 -0.088099999999999984 -0.10250499999999999 0.083150000000000016 -0.057499999999999989 0.089525000000000007 0.10402500000000002 -0.47336999999999996 0.091170000000000015 -0.097209999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -3 8 -8 9 10 -6 -12 13 -13 -15 16 17 18 22 20 21 -17 -9 24 -22 -25 27 -26 -28 -29
right_child=2 5 3 4 6 -7 7 15 -10 -11 11 12 -14 14 -16 19 -18 -19 -20 -21 23 -23 -24 25 26 -27 28 29 -30 -31
leaf_value=3.3505984630289243e-07 -2.5996297430854456e-07 9.3683850256918677e-08 3.8265333043599725e-07 -2.5495631164587926e-07 -1.2250978012876399e-07 -1.908266703119146e-07 3.7200811505044843e-07 -1.8005692764387334e-08 -3.5447782579467459e-07 -1.5838838504578236e-07 2.1044538579909991e-07 9.1858525246896697e-08 1.1679949871723495e-07 -2.1754784753553664e-07 9.7546726252062399e-10 4.0283336820342206e-07 1.7808642135313287e-07 -3.9166778833532593e-07 2.1609884505590439e-07 2.167380716043356e-07 2.8772822689275432e-07 -1.2606019012033041e-07 -2.7063181648926455e-07 -3.260789393082286e-07 4.18680084095513e-07 2.3856780991856664e-08 -1.559083217433515e-08 -1.9122185327552652e-07 -3.8130257898125404e-07 8.3459505971879068e-09
leaf_weight=23 23 39 22 29 35 22 20 33 20 25 21 22 32 27 32 24 35 37 29 28 22 23 23 21 20 27 574 37 26 1770
leaf_count=23 23 39 22 29 35 22 20 33 20 25 21 22 32 27 32 24 35 37 29 28 22 23 23 21 20 27 574 37 26 1770
internal_value=0 8.52602e-08 -2.35602e-09 -3.90211e-10 -3.20671e-09 -8.9265e-09 -7.42739e-10 3.20157e-09 -5.14106e-08 -2.01665e-08 2.80505e-10 3.23526e-08 -7.44296e-10 -4.71814e-08 -9.90267e-08 4.98704e-10 -5.61181e-08 -1.23308e-07 -6.49239e-09 3.9547e-09 1.61275e-09 1.44013e-07 -1.21763e-07 -1.06759e-09 1.44457e-09 -1.2924e-07 -1.15051e-09 8.79624e-09 -3.14383e-08 4.25961e-09
internal_weight=0 84 3037 3014 2992 61 2963 2749 214 194 169 134 113 81 59 2729 157 122 85 2572 2544 47 56 2497 2449 48 2427 1827 600 1807
internal_count=3121 84 3037 3014 2992 61 2963 2749 214 194 169 134 113 81 59 2729 157 122 85 2572 2544 47 56 2497 2449 48 2427 1827 600 1807
is_linear=0
shrinkage=0.1


Tree=9627
num_leaves=31
num_cat=0
split_feature=1446 1213 484 2 160 484 1446 159 133 131 49 480 481 481 1447 154 157 157 1429 1429 151 16 474 1429 2 4 13 475 12 457
split_gain=5.36212e-11 4.63643e-10 3.61555e-10 9.28303e-10 3.15341e-10 4.0027e-10 3.00561e-10 2.34761e-10 3.68065e-10 3.09215e-10 4.06921e-10 7.26292e-11 7.54984e-11 1.76424e-10 1.25513e-10 6.29721e-11 1.72681e-10 9.01835e-11 7.41064e-11 5.23327e-10 3.51074e-10 3.08301e-10 6.34152e-10 1.62051e-10 3.66349e-10 2.72701e-10 1.12087e-10 1.08235e-10 2.25952e-10 1.02785e-10
threshold=0.083715000000000026 0.04198000000000001 -0.085604999999999987 0.086330000000000004 -0.063384999999999983 -0.065594999999999987 0.057835000000000004 -0.015149999999999999 -0.0084449999999999994 0.079255000000000006 0.08610000000000001 -0.085744999999999988 -0.15265499999999996 -0.00058999999999999992 -0.079489999999999991 0.084190000000000001 0.63604500000000008 0.39282000000000006 0.083715000000000026 0.083985000000000018 -0.54526999999999981 -0.011989999999999999 0.084550000000000014 0.091545000000000015 0.091185000000000002 -0.012509999999999999 -0.54298999999999997 -0.082549999999999998 0.086655000000000024 -0.22896499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 7 -6 11 8 -4 10 -10 -1 -13 -14 -15 16 17 18 20 -20 -16 -21 -23 24 25 -24 -22 28 -28 -29
right_child=1 -3 4 -5 5 -7 -8 -9 9 -11 -12 12 13 14 15 -17 -18 -19 19 21 26 22 23 -25 -26 -27 27 29 -30 -31
leaf_value=1.5916566041036213e-07 -7.6241505240659537e-07 4.9398403803024846e-07 3.8043143729938633e-07 1.2316704424486897e-07 5.7672484515454893e-07 -1.3800745467630228e-08 -3.7214299036298315e-07 -3.1546305736117667e-07 -3.7728932365577772e-07 2.7700265134023502e-07 9.1706798080984897e-08 -1.8721365132085505e-07 2.7457952816566042e-07 -2.4707368406022094e-07 4.1968578804230113e-07 1.7083805855257934e-07 -2.957520692348226e-07 2.1073187113529461e-07 -5.3306801478789749e-07 -3.2609727127827721e-07 2.347815828329658e-07 5.1919276534325338e-07 1.8881293922343986e-07 9.6787410955004009e-08 -4.7560786436468505e-07 -2.3687057627604965e-07 5.634505196131354e-08 2.1586959804344798e-07 -3.004775306199766e-07 -1.2915431844033766e-09
leaf_weight=28 20 21 26 29 24 22 22 21 37 23 37 22 23 21 20 21 20 20 21 26 20 24 34 54 22 27 35 22 36 2343
leaf_count=28 20 21 26 29 24 22 22 21 37 23 37 22 23 21 20 21 20 20 21 26 20 24 34 54 22 27 35 22 36 2343
internal_value=0 4.34846e-08 3.90094e-09 -2.38295e-07 6.6362e-08 2.943e-07 -3.94722e-09 -6.45138e-09 4.63067e-08 -4.32525e-08 -1.42791e-07 -1.094e-09 -2.69032e-09 -1.23478e-09 -3.52824e-09 -1.66505e-09 -2.99492e-09 -8.29561e-10 -2.40602e-09 -5.97358e-08 2.41005e-09 -6.58086e-09 4.50181e-08 -3.8049e-08 -1.25774e-07 3.95645e-10 -9.87963e-10 -2.92367e-09 -1.24579e-07 7.2856e-10
internal_weight=0 260 239 49 190 46 2861 144 123 97 74 2839 2811 2789 2766 2745 2724 2704 2684 208 2476 187 161 137 83 61 2456 2436 71 2365
internal_count=3121 260 239 49 190 46 2861 144 123 97 74 2839 2811 2789 2766 2745 2724 2704 2684 208 2476 187 161 137 83 61 2456 2436 71 2365
is_linear=0
shrinkage=0.1


Tree=9628
num_leaves=31
num_cat=0
split_feature=1447 157 1447 403 1447 133 1204 132 399 15 50 15 4 4 4 471 1429 474 475 3 42 151 0 52 52 52 2 42 42 42
split_gain=5.8654e-11 1.83772e-10 1.32468e-10 2.52924e-10 1.5022e-10 1.06028e-10 5.15995e-11 5.88553e-11 2.00689e-10 1.44661e-10 9.56905e-11 7.92353e-11 5.71068e-11 8.01023e-11 9.14966e-11 4.49507e-10 1.65398e-10 1.29301e-10 9.17303e-11 3.55326e-10 6.42005e-10 2.79165e-10 7.85727e-11 7.49941e-11 4.12269e-10 2.63048e-10 2.6421e-10 7.53493e-10 3.01417e-09 1.05183e-09
threshold=-0.086849999999999997 -0.081579999999999986 -0.086279999999999982 -0.56738999999999995 -0.085644999999999985 0.084415000000000018 0.053645000000000005 -0.083449999999999983 0.091580000000000009 0.091650000000000023 0.09227500000000001 0.08517000000000001 -0.52556499999999995 -0.50940999999999981 -0.50052499999999989 -0.085064999999999988 -0.03528499999999999 -0.25711499999999993 -0.086279999999999982 -0.087429999999999994 0.084435000000000024 -0.55306499999999992 0.16094000000000003 0.085540000000000019 0.084505000000000011 0.086450000000000013 0.090310000000000015 0.090395000000000017 0.087745000000000004 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -3 7 9 12 10 11 -6 -9 -14 16 -16 -15 -17 19 -19 -21 -20 23 24 -23 -25 -27 28 -28 -29
right_child=2 5 3 4 6 -7 -8 8 -10 -11 -12 -13 13 14 15 17 -18 18 21 20 -22 22 -24 25 -26 26 27 29 -30 -31
leaf_value=3.3074037149431623e-07 -2.4135296465156779e-07 1.0918557450168009e-07 3.37376298405316e-07 -2.6945045390681073e-07 -2.7012682023868018e-08 -1.545625894794756e-07 1.2943437643760566e-07 1.1740109798097365e-07 2.8342541349957175e-07 -3.1024474726137898e-07 -2.2135602273982098e-07 1.8211356039695863e-07 -1.4909017348013304e-07 -7.7853280573818181e-08 -4.7581140403707424e-07 2.4150287904428129e-07 2.831362048520229e-07 1.8628510711475125e-07 3.6479901241580683e-07 -6.1468589704050967e-07 2.6829464179656546e-08 -3.8355225762688405e-09 -1.7774341813492357e-07 3.1227763724561355e-07 -3.4592753779507906e-07 -4.520405164047434e-08 6.2063267523352628e-08 -7.6457970337173726e-07 1.2835723139134011e-06 1.4410872845124127e-08
leaf_weight=22 23 35 22 21 132 27 30 40 25 20 22 21 37 22 20 22 30 30 21 26 39 1644 25 31 36 359 166 20 23 130
leaf_count=22 23 35 22 21 132 27 30 40 25 20 22 21 37 22 20 22 30 30 21 26 39 1644 25 31 36 359 166 20 23 130
internal_value=0 8.24356e-08 -2.27418e-09 -4.49756e-10 -2.93377e-09 -5.6725e-09 -1.04994e-09 -2.38096e-09 1.38878e-09 -5.54668e-08 -2.63493e-08 1.69092e-09 -1.20251e-09 -2.97205e-09 -9.27285e-10 -3.56214e-09 1.3041e-07 1.10098e-10 -1.97251e-09 -9.83887e-08 -2.29777e-07 1.75847e-09 -1.37376e-09 4.56557e-10 -1.11661e-08 2.72412e-08 1.4582e-08 7.78952e-08 2.10713e-07 -8.94545e-08
internal_weight=0 84 3037 3014 2992 62 2971 2941 2746 195 175 153 2721 2681 2644 2592 52 2572 2550 95 65 2455 2434 2409 1680 729 698 339 189 150
internal_count=3121 84 3037 3014 2992 62 2971 2941 2746 195 175 153 2721 2681 2644 2592 52 2572 2550 95 65 2455 2434 2409 1680 729 698 339 189 150
is_linear=0
shrinkage=0.1


Tree=9629
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 132 15 1429 156 1429 11 11 156 155 2 2 2 13 43 43 48 147 48 402 43 2 3 43 16 49
split_gain=4.90548e-11 1.36305e-09 7.68466e-10 2.15934e-10 7.8707e-11 1.14257e-10 8.1576e-11 5.24922e-11 1.26555e-10 6.21011e-11 5.37999e-11 1.19677e-10 9.89812e-11 2.51711e-10 7.88735e-11 1.99224e-10 1.51653e-10 1.37364e-10 3.65258e-10 3.80776e-10 2.88871e-10 2.12015e-10 2.8887e-10 1.45768e-10 2.21816e-10 1.72793e-10 1.7883e-10 2.12657e-10 2.13335e-10 1.93344e-10
threshold=-0.083284999999999984 0.089480000000000018 -0.087384999999999977 0.10022000000000002 0.11527000000000001 -0.44750499999999993 0.090750000000000011 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.096215000000000009 0.088065000000000018 -0.14064999999999997 0.13293000000000002 0.10584500000000001 0.10699500000000002 0.10497000000000002 0.24813000000000004 -0.095589999999999994 -0.086304999999999979 0.093440000000000009 0.097985000000000017 -0.07175999999999999 0.020685000000000005 -0.083269999999999997 0.11067500000000001 -0.078344999999999984 -0.050459999999999998 0.062650000000000025 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -7 -4 9 -9 11 12 -11 14 16 -16 -14 18 20 -20 -17 22 -21 24 -24 -26 -27 -28 29 -29
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leaf_value=-2.3083778431931062e-07 -6.2117156005569998e-07 8.1168466782141239e-07 -1.6060269846462917e-07 -3.471587925929498e-07 1.8121075447381721e-07 -2.2264560233671257e-08 1.9669611525330314e-07 -1.7112363853552131e-07 2.5263826330501616e-07 -2.1969341400307486e-07 9.7645994276661995e-08 -1.7674427731899296e-07 7.3156848343014069e-09 3.570396862784264e-07 -2.8682346855303284e-07 4.0394381970701135e-07 2.7125844261697485e-07 -2.5743644087583563e-07 -4.643221838307454e-07 3.3669793092864589e-07 -3.8538044520919358e-08 -2.7119532169473543e-07 3.2250956095936094e-07 -2.0956769095096821e-07 -2.3068504909978011e-07 -2.0950674654938798e-07 1.6920476089284469e-07 2.5825649408212876e-07 -2.7537037765743489e-07 -2.9097296976527749e-08
leaf_weight=23 20 21 20 20 21 114 20 21 20 20 57 38 2070 20 29 36 22 23 20 24 25 31 20 37 35 35 79 28 29 143
leaf_count=23 20 21 20 20 21 114 20 21 20 20 57 38 2070 20 29 36 22 23 20 24 25 31 20 37 35 35 79 28 29 143
internal_value=0 4.56353e-08 -3.44613e-09 -3.56124e-08 -6.07195e-10 -2.49268e-08 1.04161e-08 8.40656e-10 1.96884e-09 2.04806e-10 1.4802e-09 -5.02955e-10 1.95382e-09 3.59201e-09 9.60235e-10 -3.11986e-08 1.00914e-08 -1.8078e-08 -7.92075e-09 -3.7155e-08 2.22599e-07 -1.86228e-08 -4.14122e-10 -2.03419e-08 -1.36807e-09 -1.99284e-08 3.56359e-09 3.02928e-08 -2.45774e-08 1.79548e-08
internal_weight=0 219 2902 198 178 157 134 2882 2862 2842 2821 2764 2726 2706 2686 594 2092 565 542 481 61 461 430 406 369 349 314 279 200 171
internal_count=3121 219 2902 198 178 157 134 2882 2862 2842 2821 2764 2726 2706 2686 594 2092 565 542 481 61 461 430 406 369 349 314 279 200 171
is_linear=0
shrinkage=0.1


Tree=9630
num_leaves=31
num_cat=0
split_feature=1446 1213 42 4 1446 474 1447 158 403 42 1209 16 480 4 4 4 133 1186 133 43 133 43 12 159 2 51 1 1 51 1210
split_gain=4.71393e-11 3.62762e-10 3.32821e-10 7.92705e-10 4.43924e-10 3.51386e-10 4.14221e-10 3.74203e-10 2.51499e-10 2.47773e-10 1.23587e-10 1.12821e-10 9.60054e-11 7.15655e-11 7.44062e-10 5.19529e-10 4.37141e-10 1.90532e-10 2.45329e-10 5.0625e-10 3.90138e-10 1.95413e-10 3.74908e-10 2.83475e-10 4.56302e-10 3.92161e-10 2.31248e-10 4.83224e-10 2.78755e-10 1.716e-10
threshold=0.083715000000000026 0.04198000000000001 0.090470000000000009 -0.073104999999999989 0.085345000000000018 0.086280000000000009 -0.086279999999999982 0.10398500000000001 -0.55276999999999987 0.087825000000000014 -0.13441499999999998 -0.029084999999999996 0.097055000000000016 -0.081714999999999996 -0.081224999999999978 -0.082349999999999993 -0.016679999999999997 0.057025000000000006 -0.14757499999999998 0.11268500000000002 -0.097509999999999986 -0.0057949999999999989 0.098810000000000023 0.10545500000000001 0.085235000000000019 -0.13782999999999998 0.10337500000000001 0.107145 0.035765000000000012 -0.079504999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -6 9 -1 11 -10 -8 -5 15 -15 17 -17 18 19 -12 -20 29 23 24 -23 -26 28 -28 -27 -22
right_child=1 -3 3 12 5 -7 7 -9 10 -11 13 -13 -14 14 -16 16 -18 -19 20 -21 21 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-2.9670499363168473e-07 4.6608713989826358e-07 4.392465766180803e-07 -6.7578604226913406e-07 2.2646381410140749e-07 4.0572687866862343e-07 -3.6838695125073264e-07 -1.7061099555348846e-07 -4.1041145202314058e-07 2.4699178226228473e-07 3.7807198765449363e-07 -5.8655966000742415e-07 9.9744750834609241e-08 -8.3383553288740582e-08 -4.9011678164845313e-07 -4.2383189753806991e-09 6.0886010639175467e-07 1.5593384655008063e-08 -2.2910158413517765e-07 3.8345642110471091e-07 7.7236103326985933e-08 -1.1562333161211057e-07 -2.8519228896486642e-07 -4.3021732049434533e-07 -3.087954697532171e-07 4.9136268653109763e-07 3.2961853087658285e-08 -4.2144600506879635e-07 2.1534494378401675e-07 4.7110859426879873e-07 9.8408498925742448e-08
leaf_weight=29 25 21 22 20 29 21 29 20 20 20 20 33 20 32 2091 27 23 34 30 27 44 36 24 28 23 53 26 22 20 252
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internal_value=0 4.07604e-08 5.74692e-09 -1.9364e-07 7.55887e-08 1.1362e-08 7.22378e-08 -2.25778e-08 -3.71227e-09 7.20158e-08 -7.11987e-10 -2.6712e-08 7.15401e-08 -2.47375e-09 -1.1562e-08 2.55296e-08 3.35957e-07 1.23945e-09 1.41842e-08 -2.0523e-07 3.26654e-08 1.27341e-08 -5.59824e-08 -1.28015e-08 3.3242e-08 1.12851e-07 4.0902e-08 -1.29583e-07 1.53002e-07 6.6593e-08
internal_weight=0 260 239 62 177 152 131 102 2861 82 2832 62 40 2812 2123 689 50 639 605 47 558 528 232 208 180 144 121 48 73 296
internal_count=3121 260 239 62 177 152 131 102 2861 82 2832 62 40 2812 2123 689 50 639 605 47 558 528 232 208 180 144 121 48 73 296
is_linear=0
shrinkage=0.1


Tree=9631
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1186 2 131 52 16 403 399 1213 1213 1213 1213 403 403 0 401 43 13 1213 43 1213 1213 1213 1213 15 401 133 13
split_gain=4.62752e-11 3.25258e-10 2.08964e-10 4.85805e-11 5.82637e-11 1.18726e-10 1.17628e-10 9.07004e-11 7.01341e-11 1.25639e-10 4.82403e-11 7.45854e-10 6.07855e-10 4.10082e-10 1.87724e-10 3.28727e-10 3.04669e-10 1.37484e-10 2.86265e-10 1.49234e-10 1.21928e-10 1.64257e-10 1.39211e-10 1.30529e-10 2.82057e-10 1.72545e-10 1.6673e-10 1.07119e-10 1.28199e-10 9.9675e-11
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.0046349999999999994 0.089125000000000024 -0.076979999999999979 0.086965000000000015 -0.046599999999999996 -0.020569999999999995 0.087485000000000021 -0.085284999999999986 -0.087969999999999979 -0.082704999999999987 -0.090324999999999989 -0.0047449999999999992 0.059220000000000009 -0.083554999999999977 0.11655000000000001 0.0016850000000000001 -0.082759999999999986 -0.077179999999999985 -0.072534999999999988 -0.069109999999999991 -0.020279999999999996 -0.053734999999999998 -0.011639999999999998 0.095575000000000007 -0.078179999999999986 0.51114000000000004 -0.01163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 8 -7 9 -5 11 13 -12 14 16 -16 -3 18 29 -19 21 -14 -22 24 26 -25 -24 -27 -29 -17
right_child=1 10 -4 4 5 7 -8 -9 -10 -11 12 -13 20 -15 15 17 -18 19 -20 -21 22 -23 23 25 -26 27 -28 28 -30 -31
leaf_value=1.0985412738288384e-07 3.9549215590081333e-07 4.7283989244663515e-07 -2.9938256805702885e-07 7.4587368290156605e-08 2.2377490945077825e-07 -1.5412887720320656e-07 -2.9903130922548375e-07 9.5610513093027711e-08 1.2848162055114528e-07 -2.7562351966992083e-07 -4.9415230841987071e-07 4.7007053759833594e-07 -4.5299972946111211e-08 -4.5957288165254794e-07 -4.1779703963129577e-07 -1.5558930296525174e-07 -3.1036181675452622e-08 -3.0305250052461734e-07 3.9607851684432599e-07 7.4373619405321289e-08 -2.5794757943588465e-07 3.4273176770701263e-07 2.0568408189092226e-07 -2.8842256897730427e-07 4.529899873162435e-07 1.6603618391286545e-07 -1.9325326538225083e-07 -3.1018055092346353e-10 -1.878860687596471e-07 1.2536477378904712e-07
leaf_weight=30 21 21 28 21 23 33 20 26 21 20 25 35 20 20 20 28 28 22 23 20 21 24 20 21 20 38 22 2390 37 23
leaf_count=30 21 21 28 21 23 33 20 26 21 20 25 35 20 20 20 28 28 22 23 20 21 24 20 21 20 38 22 2390 37 23
internal_value=0 3.36606e-09 -4.40058e-08 -7.14732e-09 -2.855e-08 3.10542e-08 -8.81542e-08 -4.40742e-08 -2.01294e-08 -9.62472e-08 5.04815e-10 4.34279e-08 -3.40025e-09 -2.94135e-08 1.70903e-08 -4.33745e-08 1.84911e-07 2.11811e-08 1.03199e-07 -1.23326e-07 1.29505e-09 1.66354e-07 -1.53196e-09 5.81356e-10 1.43902e-07 -2.99301e-09 -3.2831e-09 -5.61355e-10 -3.1698e-09 -2.88845e-08
internal_weight=0 2899 222 194 164 82 82 59 62 41 2878 240 2638 205 185 136 49 116 74 42 2613 44 2569 2548 62 2486 42 2465 2427 51
internal_count=3121 2899 222 194 164 82 82 59 62 41 2878 240 2638 205 185 136 49 116 74 42 2613 44 2569 2548 62 2486 42 2465 2427 51
is_linear=0
shrinkage=0.1


Tree=9632
num_leaves=31
num_cat=0
split_feature=401 16 16 1447 1447 16 13 16 1374 1373 13 13 160 42 9 52 15 52 2 12 2 16 42 159 159 3 160 13 4 13
split_gain=4.73828e-11 5.26833e-11 2.44002e-10 1.8434e-10 4.03083e-10 1.66317e-10 5.63408e-10 1.49264e-10 5.23754e-10 3.99704e-10 1.35148e-10 4.11987e-10 3.84251e-10 3.01295e-10 1.25669e-10 1.19108e-10 2.7815e-10 5.54421e-10 6.3916e-10 2.29404e-10 4.8792e-10 2.41075e-10 2.16986e-10 1.41884e-10 3.62018e-10 1.97461e-10 1.573e-10 1.91448e-10 5.70249e-10 3.60029e-10
threshold=0.13837000000000002 -0.014754999999999999 -0.016164999999999995 -0.086279999999999982 -0.084334999999999979 -0.011989999999999999 -0.082199999999999981 -0.010699999999999999 0.087855000000000016 0.075690000000000021 -0.090639999999999984 -0.086919999999999983 -0.0071899999999999993 0.083595000000000017 0.088235000000000022 -0.0087299999999999982 -0.015039999999999998 0.10160000000000001 0.090790000000000023 0.094375000000000014 0.096540000000000015 0.061255000000000011 0.087405000000000024 0.10545500000000001 0.096715000000000009 0.0041950000000000008 -0.089744999999999978 -0.084319999999999992 -0.012509999999999999 -0.082759999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 -6 -7 9 10 12 -12 -9 -14 15 23 22 18 -18 21 -21 -19 -17 24 26 -25 -13 28 -28 -29
right_child=-2 3 -4 4 5 7 -8 8 -10 -11 11 14 13 -15 -16 16 17 19 -20 20 -22 -23 -24 25 -26 -27 27 29 -30 -31
leaf_value=7.340437383455752e-09 -1.4970712219527135e-07 -2.3194933109643422e-07 3.21851888998026e-07 3.8120210397516114e-07 -5.1235200096208735e-07 2.615785443538243e-07 1.8405649196920207e-07 -1.0311169381793663e-07 -4.8624447686052012e-07 4.0842708600670763e-07 -3.666608094058976e-07 2.288612957575727e-07 4.7649621350842611e-07 -1.0975255718005342e-08 2.2398488190653799e-07 3.1813858050519724e-07 -1.0775720763181848e-07 -3.4989242556968331e-07 -7.6231663383142549e-07 5.1500739865722217e-07 -1.7513981894978773e-07 9.9886463415673052e-08 -9.0410599348991553e-08 -3.7986754995876663e-08 4.3900520964257338e-07 -3.8885526176812846e-07 1.8837990354080874e-07 3.6703497141001276e-07 -5.1224395091454562e-07 -8.7149102741392488e-09
leaf_weight=1853 21 38 25 26 26 20 21 50 23 23 34 30 32 21 22 26 35 26 26 21 20 22 26 81 20 20 21 27 26 459
leaf_count=1853 21 38 25 26 26 20 21 50 23 23 34 30 32 21 22 26 35 26 26 21 20 22 26 81 20 20 21 27 26 459
internal_value=0 1.01139e-09 1.15272e-08 -1.51496e-08 -8.19149e-09 -1.69344e-08 -2.01191e-07 -9.13953e-09 -1.41023e-08 -3.93443e-09 -1.30103e-08 -2.49019e-08 9.57458e-08 2.83347e-07 -1.21048e-08 -1.7967e-08 -8.54364e-08 -1.54527e-07 -3.8675e-07 4.63661e-09 1.7835e-07 -1.43744e-07 1.13864e-07 1.95811e-09 2.09149e-08 -1.07466e-07 6.06265e-09 -6.47761e-09 -1.99199e-07 1.21601e-08
internal_weight=0 3100 1878 1222 1184 1158 47 1111 1091 1068 1045 942 103 53 908 886 202 150 61 89 41 48 52 684 583 101 563 533 47 486
internal_count=3121 3100 1878 1222 1184 1158 47 1111 1091 1068 1045 942 103 53 908 886 202 150 61 89 41 48 52 684 583 101 563 533 47 486
is_linear=0
shrinkage=0.1


Tree=9633
num_leaves=31
num_cat=0
split_feature=130 40 12 133 12 52 2 2 12 43 15 4 480 147 448 147 13 132 12 399 1 15 15 15 1 1 9 1 43 15
split_gain=4.54395e-11 8.89425e-11 6.79607e-11 1.19441e-10 8.32391e-11 3.04519e-10 3.051e-10 1.14e-10 9.87396e-11 1.3826e-10 7.29796e-11 2.19553e-10 1.7889e-10 7.95615e-11 7.97585e-11 2.0708e-10 7.53464e-11 7.41349e-11 2.42631e-10 2.24706e-10 8.97354e-11 5.62793e-10 5.15235e-10 3.57762e-10 2.86939e-10 2.63192e-10 1.12013e-09 1.02692e-09 3.2766e-10 3.08355e-10
threshold=-0.23123999999999997 -0.24290999999999999 0.13043000000000002 1.0000000180025095e-35 0.11351500000000002 0.10263500000000002 0.10527500000000002 0.090675000000000019 0.10911500000000002 -0.036954999999999995 0.12044500000000001 -0.052259999999999994 0.11747 0.10361000000000002 0.030280000000000001 0.092780000000000015 -0.004174999999999999 -0.083449999999999983 0.090165000000000009 0.091580000000000009 0.085110000000000005 0.11601500000000002 0.11461000000000002 0.099260000000000015 0.084165000000000004 0.092695000000000013 0.084755000000000011 0.093700000000000019 0.042785000000000004 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 8 6 7 -6 10 -10 12 16 13 14 15 17 -12 18 -3 20 22 23 24 25 -19 26 28 -27 29 -22
right_child=1 2 3 -5 5 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17 -18 19 -20 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=1.400409872239241e-07 -2.1123719193383295e-07 3.2963596043243475e-09 2.4583362221145916e-07 -4.4081654474818307e-08 -2.1377827484532948e-08 -4.2978617581671386e-07 2.4515637212901665e-07 -3.1729232333695427e-07 -3.326551719688407e-08 3.0646500260900212e-07 -1.8388147803643339e-07 2.7181754009421709e-07 -3.0164403284516085e-07 -1.909037866131381e-07 -1.8147432096308575e-07 2.7217427722397201e-07 8.1509744234153911e-08 1.6910373281951491e-09 -2.8410984363529518e-07 2.5830530373462034e-07 1.5639764215554427e-08 -5.4745505167375092e-07 4.4892427242589125e-07 3.4733387592580214e-07 3.5053183206438613e-07 5.3932344751420458e-07 -8.0450428970921389e-07 -1.5371834396624657e-08 -4.3774771143034739e-07 -3.6765552951825831e-07
leaf_weight=23 20 119 30 27 30 21 31 23 23 25 23 37 20 22 24 28 20 1346 39 34 240 20 27 27 24 35 21 719 20 23
leaf_count=23 20 119 30 27 30 21 31 23 23 25 23 37 20 22 24 28 20 1346 39 34 240 20 27 27 24 35 21 719 20 23
internal_value=0 -1.03687e-09 3.28957e-10 1.08505e-07 -1.71211e-09 -8.91878e-08 -4.03822e-09 -1.49794e-07 1.43774e-09 1.43677e-07 -9.42842e-10 9.32271e-08 -3.64499e-09 -1.49182e-09 2.56818e-11 1.62598e-09 -6.04437e-08 -1.18596e-09 -6.76457e-08 2.95467e-09 -5.15323e-10 -2.18092e-08 1.63277e-08 -1.21199e-08 7.80212e-09 -2.12931e-08 -9.98424e-08 1.03766e-08 -4.7553e-08 -1.78804e-08
internal_weight=0 3098 3078 57 3021 105 84 53 2916 48 2868 80 2788 2768 2746 2722 43 2694 158 2536 2502 1105 1397 1085 1370 1058 304 754 283 263
internal_count=3121 3098 3078 57 3021 105 84 53 2916 48 2868 80 2788 2768 2746 2722 43 2694 158 2536 2502 1105 1397 1085 1370 1058 304 754 283 263
is_linear=0
shrinkage=0.1


Tree=9634
num_leaves=31
num_cat=0
split_feature=132 1186 393 1203 1348 448 447 447 1348 448 48 4 9 9 8 34 11 2 129 3 15 3 0 0 129 132 1185 128 13 43
split_gain=5.35768e-11 1.3795e-09 7.68607e-10 1.46885e-10 4.93815e-11 1.03142e-10 8.36737e-11 9.80182e-11 6.01793e-11 6.52348e-11 8.87382e-11 1.33735e-10 1.28216e-10 1.9689e-10 1.95405e-10 9.05253e-11 1.24791e-10 1.21241e-10 5.3754e-11 2.30803e-10 7.01654e-10 2.44263e-10 1.24292e-10 1.45073e-10 1.20864e-10 1.48179e-10 9.13721e-11 8.75598e-11 7.64285e-11 2.8726e-10
threshold=-0.083284999999999984 0.0044650000000000011 0.12679500000000002 0.088730000000000017 0.095915000000000014 0.056825000000000007 0.091515000000000013 0.089595000000000022 0.085630000000000012 -0.083359999999999976 -0.032929999999999994 -0.0086549999999999978 0.092410000000000006 0.088235000000000022 0.092550000000000007 -0.08786999999999999 -1.0000000180025095e-35 -0.080614999999999978 0.085395000000000013 -0.094874999999999987 -0.069954999999999989 -0.091869999999999993 -0.075934999999999989 -0.079829999999999998 1.0000000180025095e-35 0.14633500000000002 0.085600000000000009 0.096925000000000011 0.24813000000000004 -0.40263499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 7 8 9 -2 11 -11 13 15 -14 -12 -17 -18 24 20 -20 -21 23 26 25 28 27 -23 -19 -30
right_child=2 -3 -4 -5 -6 -7 -8 -9 -10 10 12 -13 14 -15 -16 16 17 18 19 21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-7.1534378511102147e-09 1.4589554176096029e-07 7.9872705162580875e-07 -6.2138337597161808e-07 -2.930570374815034e-07 -1.5210025486296565e-07 2.2261275110698384e-07 -1.6594738775429128e-07 2.2253916270642549e-07 -1.682777465140091e-07 5.6701133530623345e-08 1.9528857535533463e-07 -2.8725200247838361e-07 4.0226258001041522e-07 -3.1298708861982051e-07 -2.5126159518213567e-08 -2.3697605022541459e-07 2.415021149155499e-07 -1.3253251143749592e-09 -2.2238900669435678e-07 -3.1090005919672283e-07 5.4227538631342511e-07 5.3717162842303879e-08 2.0411735093261996e-07 -2.487667223200723e-07 -2.3754688423981534e-07 2.6237895851755595e-07 2.2032757388243143e-07 -1.9061838997913584e-07 3.1998815567627997e-08 -4.1591452594773386e-07
leaf_weight=177 31 22 20 20 21 21 30 20 21 20 24 26 20 20 23 22 21 2227 20 23 30 55 35 21 22 21 22 20 45 21
leaf_count=177 31 22 20 20 21 21 30 20 21 20 24 26 20 20 23 22 21 2227 20 23 30 55 35 21 22 21 22 20 45 21
internal_value=0 4.76927e-08 -3.60107e-09 -3.61792e-08 6.86109e-10 1.80758e-09 1.74861e-10 1.94841e-09 3.67112e-10 1.64611e-09 1.28978e-11 -1.37707e-07 2.36621e-09 -4.1431e-10 1.73659e-07 1.96357e-09 1.8246e-10 2.20239e-09 2.4092e-10 4.681e-08 2.3641e-07 -7.05348e-09 3.86228e-08 -1.04646e-08 -4.26448e-09 -2.04659e-09 4.11266e-08 -1.1439e-08 -4.46828e-09 -1.10519e-07
internal_weight=0 219 2902 197 2882 2861 2840 2810 2790 2769 2738 46 2692 2649 43 2629 2605 2583 2562 226 50 176 153 118 2336 2314 97 75 2293 66
internal_count=3121 219 2902 197 2882 2861 2840 2810 2790 2769 2738 46 2692 2649 43 2629 2605 2583 2562 226 50 176 153 118 2336 2314 97 75 2293 66
is_linear=0
shrinkage=0.1


Tree=9635
num_leaves=31
num_cat=0
split_feature=11 10 34 9 1447 475 1447 403 1453 1446 479 481 160 1 480 480 132 12 1204 1 1184 1446 1186 1 12 12 1429 2 2 15
split_gain=5.07405e-11 9.00518e-11 2.62285e-10 1.85563e-10 4.93373e-11 1.97513e-10 1.34886e-10 2.03602e-10 1.41141e-10 9.8557e-11 5.47678e-11 7.04555e-11 1.38417e-10 8.16438e-11 9.89598e-10 8.60835e-10 3.07996e-10 1.68071e-09 1.23835e-09 2.43661e-10 2.41489e-10 2.40044e-10 2.15553e-10 1.95111e-10 1.65874e-10 8.10146e-10 6.98346e-10 4.93907e-10 7.10702e-10 3.30454e-10
threshold=-0.011194999999999998 0.053330000000000009 -0.05547499999999999 0.089995000000000006 -0.086849999999999997 -0.084699999999999984 -0.086279999999999982 -0.56738999999999995 -0.087504999999999986 0.037915000000000011 0.10713500000000002 -0.15265499999999996 -0.55248999999999981 0.085110000000000005 0.10272000000000002 0.095525000000000013 -0.083284999999999984 0.091840000000000019 -0.079429999999999987 0.085760000000000017 0.086750000000000008 0.111445 0.057025000000000006 0.084165000000000004 0.083715000000000026 0.083875000000000019 0.083595000000000017 0.084145000000000011 0.086285000000000014 0.082685000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -6 -8 -9 -7 11 -10 -13 14 21 16 17 -15 -18 -20 22 23 -21 24 26 -26 27 29 -29 -14
right_child=1 2 -4 -5 6 9 7 8 10 -11 -12 12 13 15 -16 -17 18 -19 19 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=1.3649333444239649e-07 3.4006911196878981e-07 -4.0908482408970787e-07 1.2049936472635638e-08 2.5316513403658035e-07 -2.4439284417261978e-07 1.4387791390883347e-07 3.0179295216405744e-07 -2.2307958784432262e-07 -1.6353931818634416e-07 -1.1496846384847902e-07 1.3305490180452278e-07 2.6090824917446298e-07 -5.290360335006584e-07 -2.8798568723294893e-07 6.2364242257199996e-07 -6.426237822603815e-07 -8.0220784656859236e-07 8.4331969342580728e-07 -3.454970145829369e-07 -1.4887271500820274e-08 3.342241292275936e-07 -3.4265518891629657e-07 3.0145960562580599e-07 2.8311603102793013e-07 -6.437666419856214e-07 -2.2937056249764185e-09 6.3019419331210107e-07 5.576828043715445e-07 6.4975713243245631e-09 -3.8152084016473972e-09
leaf_weight=27 21 21 50 29 23 24 22 29 27 38 30 20 23 29 26 22 20 24 21 1028 21 20 22 25 20 1263 21 29 121 25
leaf_count=27 21 21 50 29 23 24 22 29 27 38 30 20 23 29 26 22 20 24 21 1028 21 20 22 25 20 1263 21 29 121 25
internal_value=0 -1.19032e-09 -1.12511e-07 1.42422e-09 -1.01415e-09 7.50087e-08 -3.18175e-09 -1.26075e-09 -3.58705e-09 -1.47699e-08 -1.34338e-09 -2.77978e-09 -1.21844e-09 -3.11791e-09 1.18227e-08 -2.2917e-08 -1.12144e-08 2.24304e-07 -2.24397e-08 -8.15818e-09 -1.54369e-09 1.54001e-09 -8.25905e-09 6.04813e-09 1.43648e-09 -1.22933e-08 8.18716e-08 2.37162e-08 1.1306e-07 -2.55484e-07
internal_weight=0 3094 71 3023 2994 83 2911 2888 2866 62 2837 2807 2780 2760 1573 1187 1165 53 1112 1092 1071 1547 1050 1527 1502 1283 219 198 150 48
internal_count=3121 3094 71 3023 2994 83 2911 2888 2866 62 2837 2807 2780 2760 1573 1187 1165 53 1112 1092 1071 1547 1050 1527 1502 1283 219 198 150 48
is_linear=0
shrinkage=0.1


Tree=9636
num_leaves=31
num_cat=0
split_feature=132 393 1203 2 0 15 132 2 43 1203 1201 1446 1 3 43 2 1446 481 133 1447 1447 1446 481 133 13 132 160 132 15 43
split_gain=4.74089e-11 2.43091e-10 1.91788e-10 5.66509e-11 1.02975e-10 7.3329e-11 1.00751e-10 4.78945e-11 9.45063e-11 5.67373e-11 4.75938e-11 4.87473e-11 1.65279e-10 2.20722e-10 1.85276e-10 1.48809e-10 6.13494e-11 3.54315e-10 4.39308e-10 2.13824e-10 4.55641e-10 3.59243e-10 5.988e-11 8.27302e-10 1.73735e-09 8.14957e-11 4.41689e-10 1.89765e-10 1.42084e-10 1.20626e-10
threshold=-0.083449999999999983 0.12679500000000002 0.089480000000000018 0.084145000000000011 -0.084889999999999979 -0.09551999999999998 -0.41094499999999995 0.097385000000000013 -0.0024749999999999993 0.084545000000000009 -0.080909999999999996 0.091725000000000015 0.086720000000000005 -0.082594999999999988 -0.011694999999999999 0.091895000000000018 0.085345000000000018 -0.081614999999999979 -0.0084449999999999994 -0.086359999999999978 -0.087599999999999983 0.083530000000000007 -0.0066299999999999996 0.086990000000000012 -0.081029999999999977 0.082150000000000015 -0.24162499999999998 0.086775000000000005 -0.26481999999999994 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 -1 6 -5 8 9 -7 -2 16 13 -13 -14 -15 19 18 -18 20 -12 22 23 24 -21 -24 -27 -28 -29 -30
right_child=1 -3 -4 5 -6 7 -8 -9 -10 -11 11 12 14 15 -16 -17 17 -19 -20 21 -22 -23 25 -25 -26 26 27 28 29 -31
leaf_value=8.3806372365122511e-09 1.2023443048723025e-07 3.3450598496384291e-07 -3.4018521077427977e-07 7.4803107601439929e-08 -2.8266070572158243e-07 -1.3507112454776275e-08 -2.2909675504815633e-07 1.5625084432239573e-07 -1.5610450438559426e-07 2.1629165607756867e-07 -3.167990047024753e-08 2.0287317984265689e-07 4.0385146320431887e-07 -3.5945938442694119e-07 -8.2601729900488863e-09 -1.3774622686923977e-08 3.8547347311161202e-07 -3.7230700528347182e-07 -1.638685822135321e-07 -7.9467909482776704e-07 5.6075907207422282e-07 -4.1665617553392279e-07 2.5279218231946157e-09 6.3428991893488272e-07 3.8379006345370858e-07 -4.8480083488687924e-07 -3.1410392642428064e-07 -2.1913551438501602e-07 1.4191890737273022e-09 2.1186480809731735e-07
leaf_weight=31 33 22 20 20 20 22 24 36 22 21 34 28 24 20 20 33 24 29 37 22 21 21 2206 20 29 22 20 25 183 32
leaf_count=31 33 22 20 20 20 22 24 36 22 21 34 28 24 20 20 33 24 29 37 22 21 21 2206 20 29 22 20 25 183 32
internal_value=0 3.3576e-09 -4.52022e-08 -1.51019e-08 -1.05753e-07 1.67823e-08 -9.09605e-08 6.37198e-08 1.24718e-08 9.87202e-08 8.30628e-10 -5.51943e-10 6.05114e-08 -2.42383e-08 2.16528e-07 -1.44222e-07 -3.35302e-09 -8.45409e-08 5.2266e-08 -5.79996e-10 1.94524e-07 -4.73919e-09 -1.35886e-09 8.91939e-08 -1.24569e-07 -3.94297e-09 -5.45628e-08 -1.8158e-08 6.50416e-09 3.27413e-08
internal_weight=0 2905 216 196 51 145 44 101 65 43 2883 2850 125 81 44 53 2725 90 61 2635 55 2580 2559 71 51 2488 282 260 240 215
internal_count=3121 2905 216 196 51 145 44 101 65 43 2883 2850 125 81 44 53 2725 90 61 2635 55 2580 2559 71 51 2488 282 260 240 215
is_linear=0
shrinkage=0.1


Tree=9637
num_leaves=31
num_cat=0
split_feature=33 34 104 9 3 2 15 10 46 16 12 12 0 42 12 160 12 1210 403 12 12 1204 1209 1455 16 1213 1213 0 1455 12
split_gain=4.73655e-11 5.31226e-11 1.22276e-10 5.68293e-11 2.68506e-10 7.59162e-11 9.64047e-10 7.48004e-10 5.05348e-11 8.9848e-11 5.06029e-11 3.23779e-10 4.80301e-10 3.4018e-10 3.15585e-10 3.3955e-10 3.11796e-10 1.55066e-10 5.91436e-10 1.74606e-10 1.41153e-10 1.15088e-10 1.32455e-10 1.12605e-10 7.58061e-10 2.86048e-10 9.19553e-10 5.52773e-10 1.67003e-10 1.7949e-10
threshold=-0.044254999999999996 -0.08786999999999999 0.086600000000000024 0.091600000000000015 -0.13309499999999996 -0.0050599999999999994 -0.10203999999999998 -0.0093599999999999985 0.084955000000000017 -0.074319999999999983 0.085355000000000014 0.08493500000000001 -0.086074999999999985 0.085010000000000016 0.085635000000000003 -1.0000000180025095e-35 0.084795000000000023 -0.12043 -0.048229999999999988 0.085785000000000014 0.085955000000000018 -0.098194999999999991 -0.083969999999999989 0.086165000000000005 -0.016164999999999995 -0.087049999999999975 -0.013534999999999998 -0.08824499999999999 1.0000000180025095e-35 0.084290000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 -8 10 -10 11 16 13 -13 15 -12 23 18 -16 -19 -21 -22 -23 25 -25 27 -27 -7 29 -28
right_child=1 2 -4 4 -6 8 7 -9 9 -11 14 12 -14 -15 17 -17 -18 19 -20 20 21 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=1.4621157023694568e-07 1.2713866510694062e-07 5.8247251412576932e-07 -2.4882895246491902e-07 1.678447711306319e-07 -3.1558031002566206e-07 -1.5811024081948574e-07 2.556217483610605e-07 -5.051753864242821e-07 -4.6165681126808527e-08 2.4668925365486673e-07 -2.5392128036184574e-08 -2.8967329370743758e-07 -6.2835612698650261e-07 2.3579834327527105e-07 7.096598351770473e-08 5.252161680383931e-07 3.4278362426221066e-07 2.8544679366859785e-07 -6.0086661399338939e-07 -2.4413948641272724e-07 -2.1689805596798065e-07 2.0368608582794639e-07 4.2692845863826796e-09 -2.6207838385269736e-07 5.5899694357011955e-07 -5.99465453936838e-07 4.208374218759494e-09 5.3783140447194458e-07 -2.5243405933542033e-07 -1.9152217662110614e-07
leaf_weight=22 32 27 20 20 27 21 24 28 20 22 21 28 21 22 38 24 25 22 20 23 23 34 1636 23 22 28 744 25 29 50
leaf_count=22 32 27 20 20 27 21 24 28 20 22 21 28 21 22 38 24 25 22 20 23 23 34 1636 23 22 28 744 25 29 50
internal_value=0 -1.03853e-09 -2.37588e-09 -7.58208e-10 -1.09868e-07 9.51171e-10 9.76806e-08 -1.54038e-07 -1.66493e-09 1.07235e-07 -3.2536e-09 -2.09097e-08 -2.27025e-07 -5.84658e-08 6.70134e-09 2.68266e-07 -5.77612e-09 1.47671e-10 -1.607e-07 5.51544e-09 1.92658e-09 5.26948e-09 8.32927e-09 -1.50266e-08 1.39336e-07 -2.27706e-08 -3.58998e-08 2.20119e-07 -1.67262e-08 -8.11723e-09
internal_weight=0 3099 3067 3047 47 3000 79 52 2921 42 2879 1038 71 50 1841 45 967 1796 58 1738 1716 1693 1670 942 45 897 851 46 823 794
internal_count=3121 3099 3067 3047 47 3000 79 52 2921 42 2879 1038 71 50 1841 45 967 1796 58 1738 1716 1693 1670 942 45 897 851 46 823 794
is_linear=0
shrinkage=0.1


Tree=9638
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 402 12 12 132 15 4 4 1374 4 1375 42 480 2 1375 48 0 1375 1 1 47 4 3 13 4 45
split_gain=4.66213e-11 1.34434e-09 7.14388e-10 2.04891e-10 6.93035e-11 2.45462e-10 1.24857e-10 5.553e-11 1.0259e-10 7.33763e-11 5.25933e-11 6.19374e-10 4.60075e-10 2.03991e-10 5.81275e-10 1.78314e-10 1.73544e-10 1.59085e-10 4.21182e-10 3.66649e-10 3.24702e-10 2.80316e-10 2.40578e-10 1.58199e-09 1.5718e-09 2.67279e-10 3.18513e-10 6.91294e-10 1.53282e-10 2.569e-10
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.079874999999999988 -0.092414999999999983 0.089505000000000015 0.11527000000000001 -0.44750499999999993 0.090750000000000011 -0.0092149999999999992 -0.0086549999999999978 0.087110000000000007 -0.010024999999999997 -0.082349999999999993 -0.23037499999999997 0.11387000000000001 0.08647500000000001 -0.090674999999999992 0.089025000000000007 -0.14832499999999996 -0.062154999999999995 0.09202500000000001 0.095025000000000012 0.087235000000000021 -0.0060199999999999993 -0.083784999999999984 -0.085964999999999986 -0.0070899999999999991 0.083445000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 5 -4 -7 8 -1 -10 12 -12 13 14 -6 -16 -17 20 19 -19 -13 -20 24 -24 25 -22 -27 -28 -23 -30
right_child=2 -3 4 -5 10 6 -8 -9 9 -11 11 17 -14 -15 15 16 -18 18 21 -21 22 28 23 -25 -26 26 27 -29 29 -31
leaf_value=-2.1764048483419176e-07 -5.7103629584079589e-07 8.0526521063548218e-07 -1.8660047203411524e-07 -3.3967166444881515e-07 5.203452368667578e-07 3.8968977499701894e-07 5.138195938059198e-08 1.5062135151397561e-07 -2.0030258965694234e-08 1.8763456921533361e-07 5.4036831303702379e-07 3.7412993018885271e-07 -4.7800829828962126e-07 -2.7947498850793367e-07 2.8015593099575028e-07 -1.7840040925954517e-08 2.2911309288090329e-07 -6.2460139924085182e-07 3.657644018062456e-07 -2.6337739029713704e-08 4.0511862258491812e-07 -2.5704830366635179e-07 9.4084131092131444e-07 8.4728200446892132e-09 -8.4688291663455448e-07 3.4463437046383662e-07 -5.2596937507587425e-07 1.840085498860944e-07 -1.5705443036871264e-08 3.3942361123232936e-07
leaf_weight=23 22 21 20 20 21 24 20 21 114 20 22 30 21 27 21 1518 29 21 20 20 21 25 20 202 22 20 24 32 679 21
leaf_count=23 22 21 20 20 21 24 20 21 114 20 22 30 21 27 21 1518 29 21 20 20 21 25 20 202 22 20 24 32 679 21
internal_value=0 4.44918e-08 -3.35675e-09 -3.61963e-08 9.79689e-10 1.03878e-07 2.35913e-07 -2.09798e-09 -2.25254e-08 1.09645e-08 -1.35891e-09 1.47444e-08 -1.29569e-08 -6.91349e-09 -2.28218e-09 -9.28165e-09 -1.32107e-08 4.74986e-09 -2.07257e-08 -3.32765e-07 5.87224e-08 -3.55305e-09 3.09739e-08 9.247e-08 -8.37499e-08 8.93318e-08 2.07495e-09 -1.20268e-07 -1.37411e-08 -5.05157e-09
internal_weight=0 219 2902 198 2880 64 44 178 157 134 2816 1179 1637 1616 1589 1568 1547 1157 786 41 371 745 341 222 119 97 76 56 725 700
internal_count=3121 219 2902 198 2880 64 44 178 157 134 2816 1179 1637 1616 1589 1568 1547 1157 786 41 371 745 341 222 119 97 76 56 725 700
is_linear=0
shrinkage=0.1


Tree=9639
num_leaves=31
num_cat=0
split_feature=1446 2 0 160 403 0 1446 483 3 1456 132 1185 1203 1186 2 131 1213 15 375 1213 1213 1213 1210 16 1213 133 12 0 1210 3
split_gain=4.8237e-11 3.5702e-10 3.90271e-10 2.96663e-10 6.61133e-10 2.91299e-10 2.64805e-10 1.56521e-10 2.67347e-10 2.15553e-10 5.50676e-11 3.57279e-10 2.06747e-10 5.64505e-11 6.9523e-11 1.19255e-10 9.26821e-11 7.40997e-11 5.55656e-11 5.50248e-11 1.30302e-09 5.76942e-10 2.59798e-10 1.95459e-10 4.44041e-10 1.31812e-10 1.54812e-10 9.70877e-11 5.4935e-11 2.47175e-10
threshold=0.083715000000000026 0.083715000000000026 -0.086234999999999992 -0.019279999999999995 -0.085534999999999986 -0.082619999999999985 0.057835000000000004 0.087520000000000014 -0.081734999999999988 0.085405000000000023 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.0046349999999999994 0.089125000000000024 -0.076979999999999979 0.0065300000000000002 -0.09551999999999998 0.087420000000000012 -0.084704999999999989 -0.087969999999999979 -0.081109999999999988 -0.091799999999999979 -0.092484999999999984 -0.09897499999999998 1.0000000180025095e-35 0.090345000000000023 -0.083554999999999977 -0.13847499999999999 -0.082879999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -5 10 8 -6 -9 12 -12 13 -1 16 -16 -15 -17 19 20 22 -21 -13 -24 25 26 27 -25 29 -23
right_child=1 3 -4 5 7 -7 -8 9 -10 -11 11 18 -14 14 15 17 -18 -19 -20 21 -22 28 23 24 -26 -27 -28 -29 -30 -31
leaf_value=1.1391263332901265e-07 5.574599776991818e-07 -6.372314950908731e-07 3.6985396183594918e-08 3.3763895630358637e-07 7.7966072731250341e-08 -8.9870989380561445e-08 -3.4935063798581143e-07 3.5073971602628264e-07 -3.375599931842999e-07 -5.5879555960203221e-08 4.137235854224335e-07 -3.2888592733990249e-07 -3.0318150397842411e-07 -1.9446812447835754e-08 2.2104966282530888e-07 -2.0384479899160368e-07 -2.4927353489293378e-07 3.3957197175775375e-08 1.4795944969137055e-07 -5.4104872162952241e-07 7.9470692071481608e-07 -1.3852889804155666e-07 -1.8807896672593705e-07 5.9109827215624796e-08 4.6815598403905708e-07 -2.2853052984294703e-07 2.624330724519614e-07 -2.0391265855363125e-07 -3.710166002450141e-09 3.5268383055067499e-07
leaf_weight=30 25 20 34 37 32 28 22 22 30 32 21 26 28 47 23 20 28 38 25 20 21 20 38 36 23 23 23 23 2305 21
leaf_count=30 25 20 34 37 32 28 22 22 30 32 21 26 28 47 23 20 28 38 25 20 21 20 38 36 23 23 23 23 2305 21
internal_value=0 4.1238e-08 2.57525e-07 -2.22494e-08 -1.06238e-07 1.53481e-07 -3.74949e-09 -1.46876e-08 -1.23095e-07 1.0978e-07 -1.07135e-09 2.90521e-09 -4.98493e-08 -1.17132e-08 -3.5872e-08 2.83657e-08 -1.05249e-07 -4.80435e-08 -4.07841e-10 -1.84607e-09 4.68362e-08 -6.22871e-09 -3.49621e-08 1.10741e-08 7.01977e-08 -1.69741e-08 4.23649e-08 -4.34244e-08 -1.66929e-09 1.13068e-07
internal_weight=0 260 59 201 136 65 2861 116 62 54 2839 2625 214 186 156 81 75 58 2604 2579 213 2366 192 166 128 105 82 59 2346 41
internal_count=3121 260 59 201 136 65 2861 116 62 54 2839 2625 214 186 156 81 75 58 2604 2579 213 2366 192 166 128 105 82 59 2346 41
is_linear=0
shrinkage=0.1


Tree=9640
num_leaves=31
num_cat=0
split_feature=132 50 393 1203 402 401 401 133 15 133 43 403 1208 1210 1210 128 4 1185 129 3 159 43 129 3 3 52 43 1213 12 130
split_gain=4.57835e-11 1.321e-09 6.72838e-10 2.22634e-10 4.262e-11 1.09514e-10 1.72536e-10 1.1785e-10 3.49203e-10 1.34105e-10 2.83597e-10 2.52765e-10 2.18489e-10 1.17052e-10 1.06921e-10 5.58114e-11 2.3212e-10 1.84041e-10 7.93893e-11 2.10492e-10 5.59798e-10 2.95402e-10 2.16273e-10 2.10449e-10 1.40878e-10 1.19776e-10 1.12171e-10 7.72608e-11 7.9079e-11 1.50142e-10
threshold=-0.083284999999999984 0.10022000000000002 0.12679500000000002 0.089480000000000018 -0.47355499999999995 -0.46360499999999999 -0.13200999999999999 0.41553500000000004 0.092400000000000024 0.40431 -0.041049999999999996 -0.54856499999999986 0.099975000000000008 -0.3960249999999999 -0.095909999999999981 0.10773500000000001 -0.079329999999999984 0.091055000000000011 0.085135000000000016 -0.096099999999999977 0.083335000000000006 -0.095049999999999982 0.088075000000000014 -0.087784999999999988 -0.090809999999999988 0.086040000000000019 -0.52440999999999993 0.14530000000000001 0.23631000000000002 -0.16562999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -6 -7 9 -9 11 -11 -8 13 -13 -15 17 -17 18 26 20 -20 23 -23 -21 -24 -26 -16 28 29 -28
right_child=2 -3 -4 -5 5 6 7 8 -10 10 -12 12 -14 14 15 16 -18 -19 19 21 -22 22 24 -25 25 -27 27 -29 -30 -31
leaf_value=-3.5489168258311438e-10 1.1544471147928448e-07 7.9822770896412082e-07 -5.8134515555252621e-07 -3.5224181658577438e-07 -1.739177629171233e-07 2.1912571322878372e-07 -2.7235228071229837e-07 1.1531358403598938e-07 -4.6854286210873398e-07 -7.585724201167719e-08 4.5030331648376891e-07 -2.3027311561401636e-07 3.1587680983203756e-07 2.0717234858125266e-07 -2.3540135709070111e-07 3.3649296256044185e-07 -9.9624868163608389e-08 -2.9747780792328219e-07 5.7918818185953569e-07 -4.5725353544412432e-07 -1.3715521600232707e-07 3.8690873594759982e-07 -1.9659838595874716e-07 1.4935738690269319e-09 -1.3176302940872497e-08 2.5807087385277114e-07 2.7375504771498524e-07 -1.3928512292589559e-07 -1.987418789894946e-07 -1.4631842742557418e-09
leaf_weight=178 32 21 20 20 36 36 34 21 20 21 20 22 22 25 21 23 26 21 24 20 20 20 22 20 41 27 20 41 20 2227
leaf_count=178 32 21 20 20 36 36 34 21 20 21 20 22 22 25 21 23 26 21 24 20 20 20 22 20 41 27 20 41 20 2227
internal_value=0 4.40857e-08 -3.33087e-09 -3.5899e-08 6.80333e-10 -6.08249e-10 1.60893e-09 -1.20986e-09 -1.69494e-07 1.31103e-09 1.80806e-07 -1.41869e-09 2.04177e-09 -5.73523e-10 1.35673e-09 -6.27613e-10 1.05084e-07 -2.66372e-09 -2.09853e-10 6.12521e-08 2.53578e-07 4.83664e-09 8.94609e-08 -2.2788e-07 2.33613e-08 9.45248e-08 -5.32948e-09 -3.23611e-09 -7.75584e-10 9.86466e-10
internal_weight=0 219 2902 198 2882 2850 2814 2778 41 2737 41 2696 2662 2640 2618 2593 49 2544 2523 194 44 150 110 40 90 68 2329 2308 2267 2247
internal_count=3121 219 2902 198 2882 2850 2814 2778 41 2737 41 2696 2662 2640 2618 2593 49 2544 2523 194 44 150 110 40 90 68 2329 2308 2267 2247
is_linear=0
shrinkage=0.1


Tree=9641
num_leaves=31
num_cat=0
split_feature=128 16 3 132 15 394 1186 52 445 1366 46 44 48 48 150 151 142 0 0 47 47 0 0 15 150 48 51 150 160 159
split_gain=5.05682e-11 1.15953e-10 1.67142e-10 8.45763e-11 1.50379e-09 7.14596e-10 2.14587e-10 5.9479e-11 5.74503e-11 5.47926e-11 7.79636e-11 2.04619e-10 5.8341e-11 1.09545e-10 1.94451e-10 1.10669e-10 1.90214e-10 8.67475e-11 1.12802e-09 6.21588e-10 1.32857e-09 9.43255e-10 2.05353e-10 8.02756e-10 1.97626e-10 4.27595e-10 3.10888e-10 4.24853e-10 2.63358e-10 2.19445e-10
threshold=0.10979500000000002 -0.065229999999999996 -0.080104999999999996 -0.083284999999999984 0.091915000000000011 0.11233000000000001 0.0044650000000000011 0.087765000000000024 -0.048849999999999998 -0.087024999999999977 0.10253500000000002 0.084760000000000016 0.14174500000000004 0.12879500000000002 0.13251500000000002 0.13340000000000005 -0.057499999999999989 -0.10224499999999999 -0.10096999999999999 0.092710000000000015 0.10904500000000002 -0.10607499999999999 -0.097024999999999986 -0.092489999999999989 0.090480000000000019 0.092150000000000024 0.089355000000000004 0.11792500000000002 0.10210000000000001 0.097495000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 8 7 -1 -5 -10 11 12 13 14 15 16 -11 19 -19 21 -21 24 23 -20 25 28 27 -26 29 -18
right_child=1 -3 -4 5 -6 -7 -8 -9 9 10 -12 -13 -14 -15 -16 -17 17 18 22 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-2.7848674190976411e-08 -1.8000703912496813e-07 -2.5147005211159431e-07 2.0979742265064323e-07 -1.6305408947692696e-07 8.253831222203724e-07 -5.9811932757725121e-07 -3.3440701040869196e-07 1.1884893701284859e-07 1.6388779986442616e-07 3.0777767021206162e-07 -1.6427456710488287e-07 3.2213347679999059e-07 1.3128838038683707e-07 -2.0094274812318298e-07 2.4273907916432853e-07 -2.0293359907723414e-07 -5.4755344642261872e-08 7.3595088859893368e-07 -6.6366641520558425e-07 -9.783278109748175e-07 8.2198389421777132e-08 5.6982611803741081e-07 4.7320667513774794e-09 9.53731076055862e-08 -2.8862285093524525e-07 -5.264389437797946e-07 3.733332920108768e-07 2.595140524765436e-07 -3.8831299735063245e-07 2.2504188832428442e-07
leaf_weight=119 22 26 22 21 23 20 21 36 21 20 28 20 34 27 33 27 226 21 22 21 27 27 2062 38 31 20 27 26 21 32
leaf_count=119 22 26 22 21 23 20 21 36 21 20 28 20 34 27 33 27 226 21 22 21 27 27 2062 38 31 20 27 26 21 32
internal_value=0 -8.40405e-08 1.48952e-08 1.92335e-09 6.49539e-08 -2.47465e-09 -3.44203e-08 6.22303e-09 1.73188e-09 2.96294e-09 1.75168e-09 3.43479e-09 1.11021e-09 -5.24223e-10 1.49417e-09 -1.51229e-09 5.62638e-10 -1.79965e-09 6.64303e-09 -4.13032e-08 -3.81782e-07 -1.44234e-09 -5.7444e-10 -1.82941e-07 -4.17145e-08 -7.97884e-08 9.38102e-08 -3.85955e-08 -4.77704e-08 -2.00518e-08
internal_weight=0 70 44 3051 199 2852 176 155 2832 2811 2790 2762 2742 2708 2681 2648 2621 2601 2143 458 48 410 2122 60 383 299 84 57 279 258
internal_count=3121 70 44 3051 199 2852 176 155 2832 2811 2790 2762 2742 2708 2681 2648 2621 2601 2143 458 48 410 2122 60 383 299 84 57 279 258
is_linear=0
shrinkage=0.1


Tree=9642
num_leaves=31
num_cat=0
split_feature=132 393 15 50 15 46 150 45 11 10 4 0 0 33 1 123 1 1 1184 2 401 1185 1456 159 1456 1454 1456 1456 1447 1456
split_gain=5.46486e-11 3.05331e-10 1.72088e-10 8.1775e-11 7.78491e-11 5.21044e-11 6.53448e-11 7.12033e-11 3.74064e-10 7.54062e-11 7.5347e-10 1.76707e-09 1.32801e-09 1.01995e-10 4.99541e-11 1.76842e-10 1.85426e-10 1.64811e-10 1.30582e-10 7.87702e-11 1.00196e-10 7.84878e-11 7.29679e-11 1.52284e-10 1.10734e-10 1.91356e-10 1.49646e-10 1.139e-10 7.77626e-10 2.66855e-10
threshold=-0.083449999999999983 0.12679500000000002 0.092400000000000024 0.09227500000000001 0.085315000000000016 -0.052299999999999992 -0.15178999999999995 0.094030000000000016 -0.014494999999999999 -0.011239999999999998 0.053180000000000012 -0.10151999999999999 -0.069444999999999993 -1.0000000180025095e-35 0.13686500000000004 0.090420000000000014 0.14173500000000003 0.13471500000000003 0.088760000000000019 0.14838000000000004 0.13522500000000001 0.08777500000000002 0.11510000000000002 0.096890000000000018 0.092265000000000014 0.081720000000000015 0.088395000000000015 0.085755000000000012 -0.086279999999999982 0.085090000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 -2 -7 8 -8 10 12 -12 -10 -11 17 16 -16 18 19 20 21 22 24 -24 26 -26 27 29 -29 -15
right_child=1 -3 -4 -5 -6 6 7 -9 9 13 11 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-1.8027243496903638e-08 -1.6007234293624606e-07 3.7473372045000861e-07 -2.9524470448905052e-07 -1.8883979100436934e-07 1.8385105678672435e-07 1.4629511931909823e-07 4.1278617799052465e-07 -1.4352603405895667e-07 -9.940873285785302e-07 2.0319349459896331e-07 9.2922372175507927e-07 -2.4908504802364662e-07 2.740174116817278e-08 -1.8513957553016339e-09 -4.0938868369808229e-07 1.421181655504055e-07 -3.9125754257515602e-08 2.8870045053253081e-07 -2.5400373111494899e-07 1.6094984329679246e-07 -1.810922662552154e-07 1.4731885732691957e-07 3.209108926953485e-07 -6.4651075248889364e-08 -3.3742294253722953e-07 5.0057159342031809e-08 2.1623492303390891e-07 -6.1295821396356587e-07 2.5831170589185606e-07 3.5629562051196575e-07
leaf_weight=145 20 22 25 24 22 31 22 34 20 25 20 35 35 2232 21 26 38 20 20 31 30 37 21 20 26 25 32 20 21 21
leaf_count=145 20 22 25 24 22 31 22 34 20 25 20 35 35 2232 21 26 38 20 20 31 30 37 21 20 26 25 32 20 21 21
internal_value=0 3.60577e-09 -4.85301e-08 -1.62376e-08 8.5675e-09 7.7372e-10 1.89734e-09 3.16713e-10 2.06462e-09 -1.19037e-09 -8.2329e-08 1.79391e-07 -3.44049e-07 2.15743e-09 2.54401e-10 -7.51632e-08 -1.70914e-07 2.76242e-09 5.07386e-10 2.53053e-09 5.5427e-10 2.77398e-09 5.62172e-10 1.32832e-07 -1.7193e-09 -1.47482e-07 1.47669e-09 -1.51906e-09 -1.66698e-07 1.48686e-09
internal_weight=0 2905 216 191 167 2883 2863 2832 2798 2776 110 55 55 2666 2641 85 59 2556 2536 2516 2485 2455 2418 41 2377 51 2326 2294 41 2253
internal_count=3121 2905 216 191 167 2883 2863 2832 2798 2776 110 55 55 2666 2641 85 59 2556 2536 2516 2485 2455 2418 41 2377 51 2326 2294 41 2253
is_linear=0
shrinkage=0.1


Tree=9643
num_leaves=31
num_cat=0
split_feature=1447 157 484 52 1447 403 1447 1212 130 130 1209 403 15 1212 43 13 3 3 1213 1213 15 393 1204 402 1210 401 1210 403 1213 1
split_gain=5.67653e-11 1.82011e-10 1.07034e-10 2.1194e-10 1.06221e-10 2.12573e-10 1.6314e-10 5.58627e-11 2.02213e-10 3.16331e-10 2.35221e-10 1.11631e-10 2.73617e-10 2.66515e-10 1.44333e-10 3.12357e-10 2.14723e-10 3.70622e-10 1.6349e-10 6.49255e-11 2.76275e-10 1.68295e-10 1.17768e-10 8.66374e-11 7.53067e-11 7.70899e-11 1.41574e-10 7.88151e-10 8.88466e-10 4.5428e-10
threshold=-0.086849999999999997 -0.081579999999999986 -0.083649999999999988 0.26746000000000009 -0.086279999999999982 -0.56738999999999995 -0.085644999999999985 0.058525000000000008 0.08610000000000001 0.0032450000000000001 0.086040000000000019 -0.028309999999999998 0.092145000000000019 0.13613500000000003 -0.013024999999999998 -0.016469999999999995 -0.082334999999999978 -0.085854999999999987 -1.0000000180025095e-35 0.10336000000000002 0.086195000000000008 0.11333500000000001 0.057120000000000011 -0.45015499999999992 0.24726500000000004 -0.099524999999999988 -0.00046999999999999993 -0.0031149999999999997 -0.077814999999999981 0.08801500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6 -7 19 9 11 -10 13 -13 14 15 -9 17 -16 -18 21 -21 22 23 -8 25 -25 27 28 -27 -30
right_child=4 2 3 -5 5 6 7 8 10 -11 -12 12 -14 -15 16 -17 18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=3.2820367824694006e-07 -2.1633061993745049e-07 -1.9699689616459184e-07 2.9825814538949917e-07 -1.5152658519923534e-07 3.0909791775002305e-07 -2.8062810389970071e-07 -1.7259400171572756e-07 4.6285738088282298e-07 4.6722913811418742e-08 4.5303932775908608e-07 -4.0325400432618067e-07 -4.7259458167149128e-08 4.5848036950957293e-07 -3.2703229415514694e-07 7.7615169985643339e-08 2.5153008780571489e-08 2.9198006408368486e-07 -3.7773203787465222e-07 -7.9665694130426353e-08 1.0315634439579796e-07 -3.0301697247590281e-07 2.7214869401280919e-07 -2.4145863974922577e-07 -1.8967013630799557e-07 1.7847458578849595e-07 -6.1298940651898281e-07 -7.5017674431782624e-09 5.5019413385556018e-07 2.6090303766032838e-07 -2.3829142343437035e-07
leaf_weight=22 23 20 22 20 22 21 30 23 26 20 21 23 20 21 39 56 29 33 20 33 34 22 21 22 23 21 2317 30 61 26
leaf_count=22 23 20 22 20 22 21 30 23 26 20 21 23 20 21 39 56 29 33 20 33 34 22 21 22 23 21 2317 30 61 26
internal_value=0 8.10916e-08 -6.59339e-09 8.40749e-08 -2.24322e-09 -6.09509e-10 -2.88677e-09 -9.23603e-10 3.78019e-08 6.95985e-08 -1.54331e-07 4.055e-08 1.87968e-07 1.18668e-08 4.74512e-08 1.52586e-07 -2.11906e-08 -1.31086e-07 1.40288e-07 -5.77896e-09 -1.02961e-07 -3.24837e-09 -5.62341e-09 -3.66588e-09 -1.63875e-09 -3.31118e-09 -1.64116e-09 9.67576e-08 -2.91969e-08 1.11718e-07
internal_weight=0 84 62 42 3037 3014 2992 2971 331 284 47 264 43 221 200 79 121 72 49 2640 67 2573 2551 2530 2500 2477 2455 138 108 87
internal_count=3121 84 62 42 3037 3014 2992 2971 331 284 47 264 43 221 200 79 121 72 49 2640 67 2573 2551 2530 2500 2477 2455 138 108 87
is_linear=0
shrinkage=0.1


Tree=9644
num_leaves=31
num_cat=0
split_feature=1447 159 2 159 1455 1455 1453 0 51 1455 133 1456 1456 3 45 1456 12 482 482 1 121 33 0 13 2 2 0 13 1371 457
split_gain=4.81363e-11 2.83013e-10 4.97174e-10 9.59482e-10 9.93908e-11 4.1238e-10 3.8522e-10 3.01368e-10 4.70119e-10 2.91499e-10 1.64207e-10 9.55643e-11 3.51179e-10 1.38014e-10 8.57045e-11 8.27281e-11 2.49306e-10 1.43292e-10 1.83651e-10 3.63812e-10 2.22054e-10 8.43833e-11 8.01944e-11 2.35392e-10 4.75881e-10 2.11834e-10 1.95523e-10 9.93634e-11 9.00774e-11 1.20024e-10
threshold=-0.086219999999999977 -0.025879999999999997 0.083715000000000026 -0.092414999999999983 0.088115000000000013 0.090900000000000022 -0.078454999999999983 -0.067624999999999977 -0.0032349999999999996 0.084965000000000027 0.085815000000000016 -0.11085999999999999 -0.23785999999999999 -0.080934999999999993 0.10331000000000001 -0.079704999999999984 0.08486500000000001 0.11117500000000001 0.098465000000000011 0.16540500000000002 -0.11996 -0.044254999999999996 0.12358500000000001 0.10002500000000002 0.10882500000000002 0.10559 0.10455500000000001 -1.0000000180025095e-35 0.08976000000000002 -0.14941999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 9 -6 -7 8 -8 11 -10 12 13 -2 15 16 -13 18 19 20 -17 -22 26 24 25 27 28 -24 29 -23
right_child=4 -3 3 -5 5 6 7 -9 10 -11 -12 14 -14 -15 -16 17 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.7908278162900471e-07 -2.073194900237033e-07 3.5374126591355333e-07 1.5642892387691705e-07 -6.1906103570453091e-07 -4.6164369962298227e-07 3.9318442457414449e-07 -6.0385021996012264e-07 1.969484442199132e-07 7.6635848828141786e-08 3.8218817536517232e-07 -2.757955880383634e-07 1.2542125256748643e-07 4.6782346210250128e-07 1.3910807219946512e-07 1.9282642992638186e-07 -3.3833508368275038e-07 -3.1777503458840786e-07 2.0742403703533088e-07 -2.6992544397931908e-07 3.8472179107647739e-07 1.957967773099275e-07 2.0548597884979045e-07 1.8014736789175667e-07 3.623421040698383e-07 -3.7780981140637477e-07 4.1372187766341993e-07 -2.5883076137145714e-07 -1.1124678133000998e-07 -1.988629814301627e-07 -6.5479563012280996e-09
leaf_weight=23 23 26 39 27 24 20 20 28 39 20 20 22 20 23 22 20 30 32 26 24 21 27 22 23 24 20 31 25 24 2376
leaf_count=23 23 26 39 27 24 20 20 28 39 20 20 22 20 23 22 20 30 32 26 24 21 27 22 23 24 20 31 25 24 2376
internal_value=0 6.34979e-08 -2.12923e-08 -1.60817e-07 -2.42556e-09 -8.14922e-08 -9.65254e-09 -8.49492e-08 -1.84862e-07 1.75625e-09 -4.28324e-08 -9.27576e-10 1.17994e-07 -3.41057e-08 -3.76211e-09 -5.33654e-09 -1.30269e-07 -2.92597e-09 -5.45364e-09 -2.84603e-09 -6.40578e-09 -3.84559e-09 -5.47564e-09 7.6517e-08 4.27555e-09 1.41142e-07 -9.27839e-09 2.51505e-08 -6.09087e-09 -4.16555e-09
internal_weight=0 115 89 66 3006 151 127 107 79 2855 59 2835 66 46 2769 2747 52 2695 2663 2637 2613 2593 2572 114 91 67 2458 47 2427 2403
internal_count=3121 115 89 66 3006 151 127 107 79 2855 59 2835 66 46 2769 2747 52 2695 2663 2637 2613 2593 2572 114 91 67 2458 47 2427 2403
is_linear=0
shrinkage=0.1


Tree=9645
num_leaves=31
num_cat=0
split_feature=52 2 159 481 15 15 48 42 133 16 1447 12 475 157 4 1 475 475 1447 1452 1452 16 1455 1455 12 50 403 13 50 1454
split_gain=4.95945e-11 3.70906e-10 1.03311e-09 8.35674e-10 3.53194e-10 3.11462e-10 1.3555e-10 1.9301e-10 2.49237e-10 1.14269e-10 1.05079e-10 3.56248e-10 9.62352e-11 9.55132e-10 1.76561e-10 2.34618e-10 1.7378e-10 1.67726e-10 1.23026e-10 1.07286e-10 4.42817e-10 2.41321e-10 1.60991e-10 2.08194e-10 2.9377e-10 1.33103e-10 3.08694e-10 5.86e-10 2.72805e-10 1.79007e-10
threshold=0.26746000000000009 0.089775000000000008 -0.10296999999999999 -0.00058999999999999992 0.11657500000000001 0.11601500000000002 0.097140000000000018 0.089015000000000025 0.088625000000000009 -0.065229999999999996 -0.086849999999999997 0.085325000000000012 -0.085774999999999976 -0.086244999999999988 -0.012889999999999999 0.10293500000000001 -0.10664 -0.085144999999999985 -0.086219999999999977 0.088500000000000009 0.082765000000000019 0.0065250000000000004 0.0034400000000000008 0.087930000000000022 0.089210000000000025 0.090630000000000016 -0.074254999999999988 -0.029529999999999997 0.089915000000000009 0.080725000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 5 -3 6 9 7 8 -5 -2 11 -1 13 -12 15 16 -15 -14 -19 20 22 -21 25 -24 -25 28 27 -27 29 -20
right_child=1 3 -4 4 -6 -7 -8 -9 -10 -11 12 -13 17 14 -16 -17 -18 18 19 21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-9.088016007714996e-08 -3.5822230337601014e-09 6.1912514433476211e-07 -6.3000109465503689e-07 1.7755208597543821e-07 -3.1171697346742218e-07 2.935058378002227e-07 -1.5173565645435856e-07 3.5060453308233267e-07 -2.4747859919733114e-07 -2.7287233417784873e-07 -7.0218492665287074e-07 3.8190734737023982e-07 2.8054861538542107e-07 -2.8199188704234446e-07 2.4229381861475525e-07 2.2045567354539867e-07 2.4496850107572902e-08 2.1174353719288775e-07 -3.2010082687026613e-09 3.2136647112324116e-07 -4.1274773340004553e-07 -7.6913846081377678e-08 3.6868339929309583e-07 -1.9492226994299458e-07 3.1073451243202046e-07 -6.4848636936533561e-10 1.2529622593585445e-08 7.0807298484965037e-07 -3.7799723912712579e-07 -2.3123161239725833e-07
leaf_weight=34 40 23 35 37 34 27 24 25 22 26 21 30 22 37 29 26 37 28 2098 32 26 29 27 27 20 28 202 20 20 35
leaf_count=34 40 23 35 37 34 27 24 25 22 26 21 30 22 37 29 26 37 28 2098 32 26 29 27 27 20 28 202 20 20 35
internal_value=0 -3.91587e-08 -1.66901e-07 5.99385e-08 -3.0634e-08 7.38374e-09 5.78551e-08 1.17738e-07 1.90661e-08 -1.09666e-07 4.06184e-09 1.30739e-07 1.12865e-09 -7.67655e-08 2.50469e-08 -3.79547e-08 -1.28748e-07 5.59848e-09 3.2648e-09 9.88122e-10 -2.20523e-09 1.3202e-07 2.10406e-09 1.47382e-07 2.02508e-08 -2.36974e-09 6.66971e-08 2.94652e-07 -1.03896e-08 -6.94272e-09
internal_weight=0 293 128 165 142 93 108 84 59 66 2828 64 2764 150 129 100 74 2614 2592 2564 2503 61 2477 74 47 2403 250 48 2153 2133
internal_count=3121 293 128 165 142 93 108 84 59 66 2828 64 2764 150 129 100 74 2614 2592 2564 2503 61 2477 74 47 2403 250 48 2153 2133
is_linear=0
shrinkage=0.1


Tree=9646
num_leaves=31
num_cat=0
split_feature=1208 1208 403 403 16 1210 1210 52 52 42 52 43 3 15 1186 16 2 2 480 132 481 403 42 16 0 12 401 133 403 42
split_gain=4.47313e-11 5.80545e-11 8.24946e-11 8.51732e-11 5.35153e-10 6.93043e-11 5.42782e-11 4.68234e-11 2.40905e-10 4.1324e-10 2.27947e-10 3.73562e-10 2.27353e-10 2.06155e-10 1.91003e-10 1.74167e-10 1.46709e-10 1.00285e-09 4.57781e-10 3.22833e-10 2.40136e-10 4.02198e-10 3.52034e-10 2.94865e-10 3.48035e-10 1.8306e-10 4.10297e-10 2.02308e-10 1.73891e-10 1.69167e-10
threshold=0.12461500000000002 0.10837500000000001 -0.55276999999999987 -0.5335399999999999 -0.079504999999999978 -0.3960249999999999 -0.095909999999999981 0.091275000000000009 0.087555000000000008 0.085010000000000016 0.086450000000000013 -0.0064299999999999991 -0.089089999999999989 0.085035000000000013 -0.086329999999999976 0.15891500000000003 0.092875000000000013 0.093840000000000021 0.10711000000000002 0.088890000000000011 -0.081539999999999987 -0.014954999999999998 0.088295000000000012 -0.095964999999999981 -0.096374999999999975 0.11650500000000001 -1.0000000180025095e-35 0.12330000000000001 0.10692500000000002 0.096235000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7 8 10 12 14 -12 -10 -14 -8 16 18 -18 19 20 -9 22 -22 24 -23 26 -19 -28 29 -25
right_child=-2 -3 3 5 -6 6 7 15 9 -11 11 -13 13 -15 -16 -17 17 25 -20 -21 21 23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=-1.4863669896093648e-07 -1.4906930147162713e-07 1.5924793174186246e-07 5.1231690012087939e-07 -1.8137322534866622e-07 -2.1922461172607653e-07 1.4207172864328438e-07 2.330070830996394e-07 2.4378253853127619e-07 2.7407072817726866e-07 4.836183228107416e-07 2.7736123981060612e-08 -4.9776825843395051e-07 1.0458508785842033e-07 -3.0184836653882976e-07 6.7900866150012341e-10 -2.3137615708291927e-07 7.2344640614119279e-07 -4.2926260051719586e-07 -4.9783017020259163e-07 -3.9527257336337902e-07 -6.1858557028671161e-07 -1.6872721094581981e-08 -3.8902433048674956e-08 -6.7572708940377942e-08 4.432444342228337e-07 2.2954857472306121e-07 -2.4214205672288426e-08 3.0097287868730269e-07 -2.8448064513129257e-07 2.1675910996645209e-07
leaf_weight=37 20 23 20 21 20 27 36 36 26 28 31 24 26 24 2076 38 20 24 22 22 20 35 22 93 31 29 215 21 27 27
leaf_count=37 20 23 20 21 20 27 36 36 26 28 31 24 26 24 2076 38 20 24 22 22 20 35 22 93 31 29 215 21 27 27
internal_value=0 9.63755e-10 -2.19006e-10 1.5868e-09 1.46546e-07 -3.45347e-10 9.30352e-10 -3.60138e-10 6.54041e-09 1.55212e-07 -5.94712e-10 -2.01575e-07 3.42196e-08 -9.0503e-08 4.63915e-09 -2.33383e-08 -1.10628e-08 3.8634e-08 -5.69026e-08 -2.59109e-08 2.01339e-09 -3.21187e-08 -3.14942e-07 2.36492e-08 1.99243e-07 -8.75785e-09 -3.53382e-08 4.72193e-09 -5.51887e-08 -3.59805e-09
internal_weight=0 3101 3078 3041 40 3001 2980 2953 2271 104 2167 55 76 50 2112 682 644 309 335 313 291 255 42 213 66 289 260 236 147 120
internal_count=3121 3101 3078 3041 40 3001 2980 2953 2271 104 2167 55 76 50 2112 682 644 309 335 313 291 255 42 213 66 289 260 236 147 120
is_linear=0
shrinkage=0.1


Tree=9647
num_leaves=31
num_cat=0
split_feature=401 401 402 1210 131 132 1203 1211 43 50 394 130 133 1209 403 133 15 402 133 129 1212 1213 402 3 42 401 401 1213 401 393
split_gain=5.19341e-11 7.42277e-11 1.24159e-10 1.22189e-10 6.07498e-11 4.89298e-11 1.29738e-09 6.98687e-10 1.2099e-09 2.46923e-10 1.80167e-10 2.44831e-10 7.48176e-11 2.86494e-10 1.79534e-10 8.35458e-11 3.40786e-10 5.87855e-10 1.08437e-10 6.75533e-11 6.69991e-11 7.16055e-10 6.20317e-10 3.79513e-10 1.21963e-10 1.13473e-10 1.91361e-10 1.30016e-10 9.4172e-11 1.62382e-10
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.13767000000000004 -0.083284999999999984 0.089480000000000018 0.11048500000000001 0.0016850000000000001 0.10022000000000002 0.013605000000000001 -0.11198999999999999 0.41553500000000004 0.11386000000000002 -0.42739999999999995 0.26753000000000005 0.090455000000000021 -0.0065149999999999991 0.2590050000000001 -0.08133 -0.089544999999999986 -0.090764999999999985 0.13775000000000001 -0.081459999999999991 0.089810000000000015 0.10632500000000002 0.09530000000000001 -0.012529999999999998 0.091505000000000017 0.088255000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 9 10 -9 -4 12 -12 13 15 -14 18 17 -17 19 -7 21 23 25 -21 -25 26 28 -27 29 -22
right_child=1 2 3 -5 -6 7 -8 8 -10 -11 11 -13 14 -15 -16 16 -18 -19 -20 20 22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=1.6063043204894713e-07 -1.8001044306560212e-07 1.9323236333582719e-07 4.4677708785911815e-09 -2.4814504797632256e-07 -1.73862756049914e-07 1.5038516683792599e-07 7.9367010778512501e-07 -9.7547081409743444e-07 2.8647619103594482e-08 -3.6643867971974943e-07 -2.6213857818815781e-08 4.6266406982908848e-07 -3.3722032367358056e-07 3.7101435584726721e-07 8.1419753570344263e-08 -3.2654928716624454e-07 -4.4509004451599921e-07 3.5364458786564988e-07 2.1932724482963831e-07 -4.358692382558492e-07 2.2348064496154786e-09 4.55913990962512e-07 -5.0986468025371323e-07 2.0500905632248903e-07 -1.0760406337813796e-07 -1.6463462202409572e-08 -2.8272341327332623e-07 3.3979474827512087e-07 2.1716213638001137e-07 -2.3590463477528925e-07
leaf_weight=20 23 33 175 20 20 30 21 20 30 20 21 20 21 21 20 24 21 27 23 23 2266 34 24 26 24 20 24 21 20 29
leaf_count=20 23 33 175 20 20 30 21 20 30 20 21 20 21 21 20 24 21 27 23 23 2266 34 24 26 24 20 24 21 20 29
internal_value=0 -1.03131e-09 3.06095e-10 -1.78473e-09 -1.55903e-10 1.00022e-09 4.68526e-08 -2.55092e-09 -3.73e-07 -3.35739e-08 4.21157e-09 2.12263e-07 1.04992e-09 3.11852e-09 -1.33006e-07 1.8764e-10 -1.06051e-07 3.35534e-08 3.17094e-09 1.21439e-09 -5.67819e-10 7.68581e-08 -4.01398e-09 -9.96884e-08 5.49548e-08 1.08703e-09 -1.80388e-09 1.6601e-07 1.10846e-09 -7.74363e-10
internal_weight=0 3101 3078 3045 3025 3005 216 2789 50 195 2739 41 2698 2657 41 2636 72 51 2564 2541 2511 107 2404 73 50 2380 2339 41 2315 2295
internal_count=3121 3101 3078 3045 3025 3005 216 2789 50 195 2739 41 2698 2657 41 2636 72 51 2564 2541 2511 107 2404 73 50 2380 2339 41 2315 2295
is_linear=0
shrinkage=0.1


Tree=9648
num_leaves=31
num_cat=0
split_feature=401 1 1213 3 133 2 1210 133 133 403 1208 133 1210 1209 2 403 403 0 0 399 3 1212 401 1213 1213 1212 1211 1185 401 391
split_gain=5.38967e-11 1.79257e-10 2.96723e-10 3.15357e-10 9.4086e-11 2.97382e-10 1.08703e-10 9.72734e-11 1.6909e-10 2.08663e-10 2.40535e-10 1.33432e-10 8.35911e-11 1.7043e-10 4.0234e-10 1.158e-10 1.22433e-10 1.97178e-10 3.74611e-10 1.68496e-10 1.01214e-10 8.29398e-11 6.48107e-10 5.03222e-10 9.63506e-11 1.13195e-10 8.98772e-11 1.06946e-10 7.9059e-11 2.16399e-10
threshold=-0.078179999999999986 0.094385000000000011 -0.060974999999999994 -0.078244999999999995 0.51114000000000004 0.088055000000000008 0.24726500000000004 0.41553500000000004 0.40431 -0.54856499999999986 0.099975000000000008 0.26753000000000005 1.0000000180025095e-35 -0.084629999999999997 0.084715000000000013 -0.22642499999999996 -0.090774999999999981 -0.081584999999999977 -0.083554999999999977 -0.087464999999999987 -0.082974999999999979 -0.089544999999999986 0.11655000000000001 -0.085714999999999986 -0.15413999999999997 -0.41556999999999994 0.11048500000000001 -1.0000000180025095e-35 0.10632500000000002 -0.086514999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 8 9 -2 11 12 13 14 -11 -15 17 18 20 -18 -17 23 26 24 25 -21 27 -23 29 -29
right_child=4 -3 3 -5 5 -7 -8 -9 -10 10 -12 -13 -14 15 -16 16 19 -19 -20 21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.2666736260460155e-07 -2.4914393317571385e-07 -1.6277724663051112e-07 5.8899658871392935e-08 6.0755477448992679e-07 9.6130402976976514e-08 -4.3111518834848542e-07 2.1184525564876824e-07 -2.0668806137134355e-07 2.182537906898168e-07 -1.0795158605755466e-07 3.4563696701184202e-07 -1.9103853628390994e-07 -1.9405665160444518e-07 -1.9053685760273e-07 5.1106468377037389e-07 -3.7617434519401475e-08 -2.568451486367324e-07 -1.1447934085140332e-07 5.6094746042845139e-07 -1.0734292187486932e-07 2.3190317641954361e-07 -2.2115389826508777e-07 -5.4484021709620065e-07 4.8635895648629918e-07 -1.9688977154977203e-07 2.1377583057831848e-07 1.817869407137483e-07 -3.2935454868265885e-07 1.5404928065567165e-07 9.6932587021112338e-10
leaf_weight=23 34 23 22 20 23 20 24 23 35 21 20 37 22 32 21 38 26 30 20 23 22 22 22 24 26 21 27 20 33 2367
leaf_count=23 34 23 22 20 23 20 24 23 35 21 20 37 22 32 21 38 26 30 20 23 22 22 22 24 26 21 27 20 33 2367
internal_value=0 7.71552e-08 1.62054e-07 3.20164e-07 -2.23191e-09 -1.491e-07 -1.19763e-10 -1.83492e-09 -2.33963e-10 -2.86363e-09 4.99158e-11 -2.37186e-09 1.06193e-10 1.63449e-09 2.01557e-07 -1.41554e-09 8.08598e-10 1.04154e-07 1.86142e-07 -3.5453e-09 6.12068e-08 -9.97604e-10 -4.4772e-09 9.12116e-08 -4.42676e-08 4.59183e-08 3.37704e-10 -1.66849e-09 3.2683e-10 -1.79836e-09
internal_weight=0 88 65 42 3033 43 2990 2966 2943 2908 2874 2854 2817 2795 42 2753 2721 110 80 2611 60 2585 2491 94 70 44 2469 2442 2420 2387
internal_count=3121 88 65 42 3033 43 2990 2966 2943 2908 2874 2854 2817 2795 42 2753 2721 110 80 2611 60 2585 2491 94 70 44 2469 2442 2420 2387
is_linear=0
shrinkage=0.1


Tree=9649
num_leaves=31
num_cat=0
split_feature=132 1185 1203 401 42 42 133 133 1208 133 1209 130 1 9 13 31 34 9 10 10 1 2 45 1 1 480 481 50 52 52
split_gain=4.81217e-11 2.87713e-10 1.82414e-10 5.10746e-11 1.80667e-10 1.80144e-10 1.00242e-10 1.12963e-10 6.54628e-11 9.08172e-11 2.03151e-10 7.60329e-11 9.96013e-11 6.02286e-11 1.52757e-10 6.6312e-11 7.68998e-11 2.10976e-10 2.87244e-10 2.56007e-10 5.76824e-10 1.94297e-10 7.67721e-11 6.23493e-11 1.23697e-09 3.47853e-10 1.85636e-10 1.45554e-10 1.91698e-10 3.06659e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.078179999999999986 0.10306000000000001 0.11747 0.51114000000000004 0.41892500000000005 0.11332500000000002 0.40431 -0.097919999999999993 -0.23123999999999997 0.16540500000000002 -0.087089999999999987 -0.085584999999999981 -0.082169999999999979 -0.057544999999999992 0.091600000000000015 0.094860000000000014 -0.0093599999999999985 0.11829500000000003 -0.0091949999999999983 0.094030000000000016 0.093575000000000019 0.092695000000000013 0.11303500000000001 -0.068614999999999982 0.13276000000000002 0.31359500000000001 0.40411000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 7 8 9 10 -5 -12 13 14 -13 -15 -17 19 -19 20 -18 -21 23 24 25 27 -25 28 -23 -30
right_child=1 3 -4 6 5 -7 -8 -9 -10 -11 11 12 -14 15 -16 16 17 18 -20 21 -22 22 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-1.1142586960233577e-08 3.7223569263135559e-07 2.7450874199530519e-07 -2.8847844025339902e-07 -3.1162046403616325e-07 -2.217016235962232e-07 1.4079597667365965e-07 -1.6508372977808462e-07 2.3740997406207501e-07 -1.7291960561620232e-07 1.6031794343364579e-07 1.9015970295976375e-07 3.1902364128200134e-07 -2.036632463860618e-07 -1.3569698257893176e-07 -6.7136689706005983e-08 1.4216950028461977e-07 6.4206891492446516e-07 -4.9768033715480443e-07 2.5948753545890216e-08 -2.7929993223096972e-07 -5.6012148745996289e-08 2.3709087840923309e-09 -1.4607212546837088e-07 3.0295178801154069e-07 -7.195689205966953e-07 3.2998436916287233e-07 1.9319338932035401e-08 1.989109707827603e-07 -4.4088511245377046e-07 -4.6375577557367457e-08
leaf_weight=195 21 30 27 21 26 29 37 20 22 35 21 20 24 36 21 38 20 20 22 25 29 1515 35 24 24 32 599 35 25 93
leaf_count=195 21 30 27 21 26 29 37 20 22 35 21 20 24 36 21 38 20 20 22 25 29 1515 35 24 24 32 599 35 25 93
internal_value=0 3.43512e-09 -4.48726e-08 7.44078e-10 7.71071e-08 -3.05665e-08 -1.5799e-09 6.15185e-10 -1.11577e-09 2.76891e-10 -1.81398e-09 6.33703e-10 -8.75605e-10 9.86968e-10 1.21234e-07 -9.29881e-10 9.83217e-10 -1.16453e-09 -2.23398e-07 2.63588e-09 2.28919e-07 -1.97063e-09 9.40051e-10 3.13239e-09 -6.66555e-09 3.39897e-09 3.02458e-08 -2.86645e-09 -7.19114e-09 -1.29958e-07
internal_weight=0 2899 222 2878 85 55 2793 2756 2736 2714 2679 2658 2637 2613 41 2572 2536 2498 42 2456 49 2407 2382 2347 1724 1700 623 1668 1633 118
internal_count=3121 2899 222 2878 85 55 2793 2756 2736 2714 2679 2658 2637 2613 41 2572 2536 2498 42 2456 49 2407 2382 2347 1724 1700 623 1668 1633 118
is_linear=0
shrinkage=0.1


Tree=9650
num_leaves=31
num_cat=0
split_feature=130 12 1209 401 1210 1208 403 132 132 403 403 12 481 16 50 2 42 16 4 42 402 15 16 2 1 133 15 1209 403 12
split_gain=5.99983e-11 1.57273e-10 5.56271e-11 5.77984e-11 1.18308e-10 5.01175e-11 5.85734e-11 4.84436e-10 2.19497e-09 2.14892e-09 2.76726e-10 2.06626e-10 6.69298e-10 5.20651e-10 2.33174e-10 1.57376e-10 4.26353e-10 2.60967e-10 4.95915e-10 7.76078e-10 3.01072e-10 5.50565e-10 2.23406e-10 2.06769e-10 3.33471e-10 1.42978e-10 1.36114e-10 6.50001e-11 3.68154e-10 7.34388e-11
threshold=-0.23647499999999996 0.23631000000000002 -0.14444499999999996 0.13767000000000004 -0.38516499999999992 0.11531000000000001 -0.074254999999999988 -0.083284999999999984 -0.084999999999999978 -0.080194999999999975 -0.069569999999999979 0.083715000000000026 -0.084744999999999987 -0.015314999999999997 0.090805000000000011 0.085155000000000022 0.089810000000000015 -0.080029999999999976 -0.072334999999999997 0.090990000000000015 -0.092414999999999983 0.086355000000000015 -0.026164999999999997 0.084145000000000011 0.078340000000000007 0.31326500000000007 0.088495000000000018 -0.065739999999999979 -0.0047449999999999992 0.11586
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -6 11 -8 13 -13 -9 15 16 22 20 19 -19 -17 -22 23 24 -14 -20 -23 28 -12 -29
right_child=1 -3 3 -5 5 -7 10 9 -10 -11 27 12 14 -15 -16 17 -18 18 25 -21 21 26 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-1.7264261817473428e-07 1.6544539789720149e-07 2.6753949488135154e-07 2.2038833549231641e-07 -1.7131382946899977e-07 -3.2186381230468361e-08 -1.4351726690620128e-07 -3.5313693370861314e-07 1.2288283708509578e-07 1.1354342686466963e-06 -1.0271490249635919e-06 1.9179919263478951e-07 5.8203884780437953e-07 4.9369667262258841e-07 -5.0950967385648731e-07 2.5929918333202442e-07 -3.5749536751749334e-07 -5.0278435694616797e-07 6.8259484319008686e-08 7.7395460600371275e-08 8.0066604853789662e-07 4.1653758663073861e-07 -3.3919341359231352e-07 -2.9452269479130728e-07 -1.68830334246195e-07 -2.241062604881453e-08 -3.0072829943605938e-07 1.2937246042708597e-08 1.3577971971476616e-09 -3.8912628094559904e-07 -8.4178237723823006e-08
leaf_weight=20 20 22 24 20 69 25 23 30 21 20 20 23 21 23 38 26 21 39 20 23 25 23 21 24 31 20 21 2279 24 105
leaf_count=20 20 22 24 20 69 25 23 30 21 20 20 23 21 23 38 26 21 39 20 23 25 23 21 24 31 20 21 2279 24 105
internal_value=0 1.11764e-09 -7.85991e-10 -1.87283e-09 -7.57716e-10 -2.51808e-09 -1.33916e-09 2.85072e-08 2.40258e-07 -1.39373e-08 -7.90269e-09 3.32987e-08 5.93547e-08 -1.51552e-07 2.52988e-08 -2.92984e-09 -9.42583e-08 5.17745e-08 1.62851e-07 3.39959e-07 -6.74864e-08 4.17924e-08 -5.81447e-09 7.39602e-08 1.86017e-07 -1.11666e-07 -1.71131e-07 -4.63235e-09 -1.25069e-07 -2.40952e-09
internal_weight=0 3101 3079 3059 3039 3015 2990 539 90 449 2451 429 376 53 353 315 118 197 102 62 95 69 97 76 52 40 44 2428 44 2384
internal_count=3121 3101 3079 3059 3039 3015 2990 539 90 449 2451 429 376 53 353 315 118 197 102 62 95 69 97 76 52 40 44 2428 44 2384
is_linear=0
shrinkage=0.1


Tree=9651
num_leaves=31
num_cat=0
split_feature=132 393 1203 157 1 13 157 49 1 157 2 157 2 157 1429 1429 157 4 1426 120 130 11 9 12 33 150 147 457 457 0
split_gain=5.23605e-11 2.56157e-10 1.36165e-10 5.04723e-11 2.20804e-10 2.96045e-10 6.68235e-11 2.81109e-10 3.30113e-10 1.43126e-10 9.30981e-10 1.41575e-10 8.34237e-10 9.30604e-11 3.70498e-10 7.41643e-11 3.24602e-10 5.21435e-10 2.91193e-10 6.27682e-11 9.72529e-11 8.89578e-11 1.04442e-10 1.96499e-10 1.65919e-10 9.76558e-11 1.77585e-10 1.13311e-10 2.16397e-10 7.69792e-11
threshold=-0.083174999999999985 0.12069000000000002 0.088820000000000024 -0.30029999999999996 0.099990000000000009 -0.078279999999999975 -0.08829999999999999 0.08610000000000001 0.086720000000000005 -0.086284999999999987 0.087505000000000013 -0.083699999999999983 0.088300000000000003 -0.081364999999999979 0.083810000000000009 -0.0079199999999999982 -0.0045449999999999996 -0.015624999999999998 -0.052649999999999995 1.0000000180025095e-35 -0.22461999999999996 -0.011194999999999998 0.092235000000000011 -1.0000000180025095e-35 -0.0066799999999999993 0.12765500000000005 0.097985000000000017 0.10613500000000002 0.096470000000000014 0.12411500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 7 8 -5 10 -8 12 -11 14 -13 16 17 -15 -18 20 -17 -22 24 -24 -23 26 27 28 29 -26
right_child=1 -3 -4 6 -6 -7 9 -9 -10 11 -12 13 -14 15 -16 19 18 -19 -20 -21 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.705740672923522e-08 5.6137998847496177e-08 3.5156819562654988e-07 -2.5295832537202452e-07 -3.02760652487039e-07 1.4742798628975397e-07 -4.4683725889171918e-07 -6.7334164612020685e-07 3.51120668286496e-07 1.621978115253655e-07 6.1029547592542341e-07 2.7997634331557363e-07 -4.7380534365260021e-07 -2.8207060104534776e-07 5.2714536072547462e-07 5.5579856778492218e-08 2.1111325216467819e-07 -3.6468821271930873e-07 -1.3204316218207168e-07 1.6252845114195225e-07 -1.3120314133906342e-07 1.9147627021709469e-07 2.5212527576129038e-07 -3.8689099660871303e-07 3.0033072780847412e-08 -4.7111138786116272e-09 1.6152224802112869e-07 -2.4218680011707024e-07 1.7478723545060072e-07 -3.2354492357658927e-07 9.3462490673140654e-08
leaf_weight=194 22 21 28 26 27 25 20 28 37 22 21 20 20 30 39 22 22 20 20 36 24 26 20 26 2118 36 31 36 21 83
leaf_count=194 22 21 28 26 27 25 20 28 37 22 21 20 20 30 39 22 22 20 20 36 24 26 20 26 2118 36 31 36 21 83
internal_value=0 3.57977e-09 -4.68107e-08 1.0406e-09 -8.04776e-08 -2.11402e-07 3.19193e-09 8.74826e-08 -2.96898e-08 3.64634e-10 -1.85057e-07 3.2098e-09 1.85359e-07 3.00948e-10 -1.23873e-07 3.15052e-09 9.13144e-08 2.6347e-07 -1.13633e-07 -1.21395e-10 1.81022e-09 -9.17462e-11 -2.00982e-09 -1.51238e-07 9.10001e-10 -1.89929e-09 -4.46948e-09 -1.20587e-09 -4.05724e-09 -1.00897e-09
internal_weight=0 2899 222 2878 74 47 2804 91 63 2713 41 2672 42 2630 59 2571 92 50 42 2479 2443 2421 2397 46 2351 2325 2289 2258 2222 2201
internal_count=3121 2899 222 2878 74 47 2804 91 63 2713 41 2672 42 2630 59 2571 92 50 42 2479 2443 2421 2397 46 2351 2325 2289 2258 2222 2201
is_linear=0
shrinkage=0.1


Tree=9652
num_leaves=31
num_cat=0
split_feature=130 12 34 34 97 123 33 3 160 151 1 1 3 49 14 11 147 16 15 2 16 16 1213 1213 402 3 401 52 0 16
split_gain=6.13133e-11 1.25542e-10 5.16013e-11 8.20821e-11 2.95755e-10 2.02241e-10 1.3654e-10 5.46267e-11 1.3516e-10 1.92257e-10 1.85855e-10 3.18615e-10 1.1851e-10 9.33647e-11 9.24064e-11 1.54804e-10 1.10676e-10 9.03816e-11 1.37151e-10 1.1472e-10 7.69794e-11 5.26305e-10 4.06981e-10 1.71037e-09 6.65492e-10 3.91985e-10 2.77438e-10 2.36826e-10 4.19936e-10 1.84455e-10
threshold=-0.23647499999999996 0.23631000000000002 -0.112215 -0.057544999999999992 -0.071434999999999985 0.084660000000000013 -1.0000000180025095e-35 0.10893000000000001 0.050340000000000003 -0.080454999999999985 0.11414000000000001 0.102705 0.10542000000000001 0.036705000000000008 0.081185000000000021 0.076560000000000003 0.095485000000000014 -0.11118499999999999 -0.083359999999999976 0.14445500000000003 -0.087484999999999993 -0.087989999999999985 -0.083944999999999978 -0.090764999999999985 0.10607000000000001 -0.081459999999999991 0.085900000000000018 -0.0046699999999999997 -0.09515499999999999 -0.08595499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -5 12 9 13 11 -11 14 -9 16 -16 20 19 -19 -12 21 22 23 25 26 -8 27 28 -24 -22
right_child=1 -3 3 6 -6 -7 7 8 -10 10 17 -13 -14 -15 15 -17 -18 18 -20 -21 29 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.7453354075769312e-07 -1.3334298246106835e-07 2.3915350256102514e-07 1.9079087986521397e-07 -2.6232819891447431e-07 4.1222340598778831e-07 -2.0164434430555425e-07 -3.7669118276645118e-07 -2.7514994860311504e-07 -1.3185430054703205e-07 3.1635236242576726e-09 1.6358281034930163e-08 4.7123844722412313e-07 -2.2552020784161186e-07 3.0406361446466693e-08 -2.9082714577114153e-07 3.3182036555482834e-08 2.2382119308646381e-07 -1.9911172444153635e-07 9.9754281488712356e-08 3.1699944351905955e-07 2.4027066073733083e-07 -4.1291454121004365e-07 -2.946747944913379e-08 8.7328516870526912e-07 -5.796290286690982e-07 1.1643773321523554e-07 2.6685758145461593e-07 -6.0160064315874082e-08 4.9813702389656107e-07 5.1855558149780289e-09
leaf_weight=20 29 22 24 20 22 29 27 20 37 26 30 33 24 20 29 30 22 28 34 22 34 34 48 26 22 40 32 495 22 1820
leaf_count=20 29 22 24 20 22 29 27 20 37 26 30 33 24 20 29 30 22 28 34 22 34 34 48 26 22 40 32 495 22 1820
internal_value=0 1.12062e-09 -5.80163e-10 6.82172e-10 1.04003e-07 -2.39378e-08 -1.92255e-09 -1.60075e-10 4.45636e-08 7.52089e-08 1.20892e-07 2.64968e-07 -4.2935e-09 -1.22372e-07 -2.3131e-09 -1.26077e-07 4.71814e-10 4.63268e-08 -3.52175e-08 1.43553e-07 -1.41807e-09 -2.85441e-08 -1.01893e-08 1.84863e-07 -3.94944e-08 -8.22859e-08 -1.959e-08 -3.58136e-08 1.36351e-07 9.49672e-09
internal_weight=0 3101 3079 3050 75 53 2975 2955 250 213 173 59 2705 40 2681 59 2622 114 62 52 2600 746 712 93 619 67 597 565 70 1854
internal_count=3121 3101 3079 3050 75 53 2975 2955 250 213 173 59 2705 40 2681 59 2622 114 62 52 2600 746 712 93 619 67 597 565 70 1854
is_linear=0
shrinkage=0.1


Tree=9653
num_leaves=31
num_cat=0
split_feature=1204 1185 2 2 2 160 159 480 2 402 160 4 2 2 51 42 475 1374 1 1 47 457 156 0 49 475 1429 49 13 13
split_gain=5.36118e-11 8.14447e-11 4.98848e-11 5.58532e-10 5.0031e-10 3.69822e-10 1.00531e-09 1.71739e-10 1.71743e-10 2.21343e-10 1.40741e-10 1.66815e-10 3.83573e-10 3.81474e-10 2.87176e-10 2.26215e-10 6.5886e-10 4.61954e-10 3.94845e-10 1.98063e-09 1.25279e-09 5.34701e-10 4.10164e-10 4.78101e-10 3.30298e-10 7.03469e-10 3.49084e-10 1.90053e-10 1.90006e-10 2.083e-10
threshold=0.0025700000000000007 -0.10973499999999999 0.093175000000000022 0.092635000000000009 0.093680000000000013 -0.54512499999999997 -0.025879999999999997 0.11303500000000001 0.094400000000000026 -0.44724499999999995 -0.52439499999999983 -0.012164999999999999 0.090050000000000005 0.090545000000000014 0.11326500000000002 0.083995000000000014 -0.085734999999999992 1.0000000180025095e-35 0.09202500000000001 0.097290000000000015 0.085505000000000012 0.041220000000000007 0.087575000000000014 -0.086554999999999979 0.08610000000000001 -0.0041249999999999993 0.084665000000000004 0.084075000000000025 -0.084319999999999992 -0.08231999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 -3 8 -6 -10 -7 -12 14 -14 15 16 -13 24 20 -20 21 22 23 -18 26 -26 28 -15 -17 -30
right_child=-2 2 4 -5 7 10 -8 -9 9 -11 11 12 13 27 -16 17 18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-2.025517727588522e-07 1.2133425186059792e-07 -7.4792087517657226e-07 -4.1940448196461003e-07 4.4544140683126841e-07 2.1517681467742025e-07 2.0901348205727898e-07 1.6816537208796945e-07 -2.5492726520694846e-07 -3.0714580958601804e-07 -3.2922837151317737e-11 -1.7612941790581035e-08 6.5169734142500602e-07 6.171198812071885e-07 2.5921802698330546e-07 -2.7347103954689088e-07 -1.0797396345346419e-07 5.8329907277087548e-07 -4.7915464273544441e-07 1.0670653698038482e-06 9.5035554568488437e-09 -7.7636639567962055e-07 -3.0315687838162426e-07 -1.6792373575044838e-07 -2.356562677483626e-08 6.9950562306075884e-07 -5.2097083732515982e-08 -4.4503319770683445e-07 -1.1193333839607725e-07 3.7804565863552855e-07 1.7676300614168752e-08
leaf_weight=20 36 23 30 29 36 35 25 27 24 1058 1097 20 21 37 32 95 34 21 21 113 21 28 21 21 20 33 20 22 20 81
leaf_count=20 36 23 30 29 36 35 25 27 24 1058 1097 20 21 37 32 95 34 21 21 113 21 28 21 21 20 33 20 22 20 81
internal_value=0 -1.40913e-09 -9.66196e-11 9.96243e-09 -1.62767e-08 3.17636e-09 -2.70793e-07 -5.71441e-09 3.04144e-10 -6.84504e-09 1.04298e-08 6.52068e-09 4.53967e-08 2.51101e-07 1.80152e-08 3.44081e-08 9.86919e-08 -2.74374e-08 5.59887e-08 1.75241e-07 -7.18496e-08 7.04086e-08 2.08038e-07 3.51587e-07 7.82681e-09 2.31527e-07 -4.70625e-08 1.20823e-07 -6.45323e-09 8.90366e-08
internal_weight=0 3085 3065 1890 1175 1861 48 1145 1118 1082 1813 1778 681 80 601 569 279 290 259 134 125 104 76 55 269 53 216 59 196 101
internal_count=3121 3085 3065 1890 1175 1861 48 1145 1118 1082 1813 1778 681 80 601 569 279 290 259 134 125 104 76 55 269 53 216 59 196 101
is_linear=0
shrinkage=0.1


Tree=9654
num_leaves=31
num_cat=0
split_feature=1211 132 1204 50 42 3 1213 1200 1203 1213 42 0 402 403 402 1210 401 481 131 15 2 480 1447 1446 157 1447 13 43 13 403
split_gain=5.26376e-11 1.133e-09 1.42796e-09 1.7577e-10 1.4232e-10 1.40343e-10 1.10808e-10 7.73766e-11 1.11392e-10 5.37156e-11 4.45208e-10 4.03573e-10 1.22441e-10 8.82314e-11 9.63519e-11 3.45002e-10 7.21905e-11 7.15459e-11 4.9496e-10 1.54008e-09 2.03637e-10 4.4696e-10 4.35026e-10 4.29137e-10 2.81253e-10 3.15451e-10 2.15494e-10 1.69219e-10 1.3999e-10 1.25464e-10
threshold=0.080695000000000003 -0.083284999999999984 -0.077669999999999989 0.096900000000000014 0.097020000000000009 -0.082334999999999978 0.0065300000000000002 0.089190000000000005 0.089745000000000019 0.10210000000000001 0.090990000000000015 -0.082724999999999979 -0.45015499999999992 -0.55276999999999987 0.23460000000000003 -0.13847499999999999 -0.13200999999999999 -0.00058999999999999992 0.089415000000000008 0.11295500000000001 0.087470000000000006 0.08598500000000002 -0.085709999999999995 0.085640000000000008 -0.08577499999999999 -0.082344999999999988 -0.052719999999999996 -0.0082299999999999995 -0.082199999999999981 -0.53762499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 5 -4 -7 8 9 12 11 -11 -1 -14 15 -15 -17 18 19 20 21 22 -18 -23 -22 28 -27 -24 -26 -19
right_child=1 2 3 -5 -6 6 -8 -9 -10 10 -12 -13 13 14 -16 16 17 29 -20 -21 24 23 27 -25 25 26 -28 -29 -30 -31
leaf_value=-2.514067090331196e-07 7.6173239186516636e-07 -8.2667354945442655e-07 -4.8480495314157986e-08 3.0157276683492492e-07 -1.6905293623514403e-07 3.8673933062227661e-07 5.7847829756004412e-08 1.5398090835656002e-07 -1.7965934948133762e-07 -3.650021194691642e-07 4.1406110430950952e-07 2.2440243163774064e-07 -1.7660797452820056e-07 4.0413639415722473e-07 -2.146489071903835e-07 1.8193825167280749e-07 -3.6403366186837723e-07 -2.3765947079941917e-07 -3.6950197476223233e-07 9.2498685006603425e-07 -3.7535310491421115e-07 6.885789202572467e-07 2.5480286544242939e-07 7.5385990385257174e-08 3.4464104907363854e-07 -3.3323162487164385e-07 5.0375421707300388e-08 -6.1933341231129055e-08 1.8957826662038067e-09 -7.8533753003190433e-09
leaf_weight=20 20 20 38 28 29 20 21 31 36 26 26 21 29 21 21 21 27 24 27 20 25 21 37 25 26 32 27 31 22 2349
leaf_count=20 20 20 38 28 29 20 21 31 36 26 26 21 29 21 21 21 27 24 27 20 25 21 37 25 26 32 27 31 22 2349
internal_value=0 5.31251e-08 -3.7722e-08 7.83003e-08 2.04148e-08 8.99662e-08 2.18283e-07 -3.17333e-09 -4.84518e-09 -2.65849e-09 8.20272e-08 -1.01651e-07 -4.86243e-09 -3.09191e-09 -1.26609e-09 3.72317e-10 -2.75187e-09 -4.19208e-09 4.01941e-08 7.79477e-08 1.58936e-08 9.94587e-08 -2.4433e-08 3.55322e-07 -7.33692e-08 -2.81216e-09 -1.57683e-07 1.10408e-07 1.87549e-07 -1.01776e-08
internal_weight=0 176 156 136 108 79 41 2945 2914 2878 73 47 2805 2785 2756 2735 2714 2693 320 293 273 141 95 46 132 107 59 68 48 2373
internal_count=3121 176 156 136 108 79 41 2945 2914 2878 73 47 2805 2785 2756 2735 2714 2693 320 293 273 141 95 46 132 107 59 68 48 2373
is_linear=0
shrinkage=0.1


Tree=9655
num_leaves=31
num_cat=0
split_feature=1209 1212 1212 16 16 402 2 1210 15 42 1211 0 1185 393 4 129 394 4 1212 130 42 403 52 403 3 1212 1213 43 52 1213
split_gain=5.28522e-11 5.62881e-11 4.39895e-10 4.43923e-10 1.16e-09 1.2823e-10 1.54867e-10 8.98376e-11 5.98249e-11 1.41491e-10 5.52909e-11 1.39454e-10 7.58784e-11 5.04143e-11 1.24279e-10 5.86918e-11 5.56883e-11 3.7575e-10 6.40936e-11 2.77442e-10 2.9876e-10 2.3885e-10 6.66338e-10 2.00918e-10 1.62635e-10 1.38981e-10 9.65973e-11 3.34025e-10 1.72334e-10 1.22723e-10
threshold=-0.14444499999999996 -0.073259999999999978 -0.089544999999999986 -0.092484999999999984 -0.087874999999999981 -0.45454999999999995 0.091895000000000018 0.15724500000000002 0.091650000000000023 -0.010544999999999997 0.11301500000000002 -0.07929499999999999 -0.10973499999999999 0.10389500000000002 -0.082109999999999975 -0.082304999999999975 -0.089309999999999987 -0.083439999999999986 0.087295000000000011 0.08610000000000001 -0.091214999999999977 -0.085729999999999987 0.008405000000000001 -0.092474999999999988 -0.082689999999999986 0.086140000000000008 -0.063509999999999997 0.0034250000000000005 0.085310000000000011 -0.0038499999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -3 10 9 -6 12 -12 -7 15 -15 -14 17 -17 25 20 -20 23 24 -22 -23 26 27 28 -18 -28
right_child=1 5 -4 4 8 7 -8 -9 -10 -11 11 -13 13 14 -16 16 18 -19 19 -21 21 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=1.6204293736166165e-07 -3.0221369055168674e-07 3.2681048054428175e-08 -3.5204607907137242e-07 7.3827283972131381e-07 -1.9844928516477015e-07 -1.9525343248005813e-07 3.564234157109199e-07 -2.1216754817032779e-07 -1.7300357403168424e-07 1.4270770401664425e-07 3.0478495268937425e-07 -6.4177651840477017e-08 1.4505390858495823e-07 2.2582216123436734e-07 -8.4951360112096486e-08 -4.0656798034888202e-07 -2.0090211298414338e-07 9.8846997712155987e-08 4.0370412382576095e-07 -2.5836870162265768e-07 1.604084920293031e-08 1.30048116736353e-07 5.4078513334514299e-07 -3.676051292700322e-07 -2.0825140569039982e-07 -2.5559874462611663e-07 -2.2718786303244087e-07 3.8339786487183252e-07 1.6757936000482751e-07 -4.4310478662506725e-09
leaf_weight=20 31 45 39 24 20 20 22 20 28 31 20 21 27 31 22 24 30 38 27 25 43 27 29 20 30 22 25 28 22 2310
leaf_count=20 31 45 39 24 20 20 22 20 28 31 20 21 27 31 22 24 30 38 27 25 43 27 29 20 30 22 25 28 22 2310
internal_value=0 -1.04151e-09 -5.64683e-08 2.9558e-08 1.29412e-07 2.23336e-09 1.38985e-07 -9.69129e-10 -5.55588e-08 8.92065e-09 5.17661e-10 1.15804e-07 -1.17046e-09 2.25818e-10 9.68218e-08 -1.65155e-09 -3.11861e-09 -9.67975e-08 -9.16904e-10 5.33581e-08 9.76374e-08 4.21757e-08 1.50541e-07 -1.05752e-07 -4.80043e-08 -5.39342e-09 -3.11412e-09 1.04935e-07 -4.50061e-08 -6.81602e-09
internal_weight=0 3101 173 134 103 2928 67 2861 79 51 2841 41 2800 2780 53 2727 2700 62 2638 201 176 149 86 63 57 2437 2415 80 52 2335
internal_count=3121 3101 173 134 103 2928 67 2861 79 51 2841 41 2800 2780 53 2727 2700 62 2638 201 176 149 86 63 57 2437 2415 80 52 2335
is_linear=0
shrinkage=0.1


Tree=9656
num_leaves=31
num_cat=0
split_feature=130 4 1203 42 1200 132 399 1186 15 1203 0 12 402 402 13 402 43 12 42 2 52 42 131 133 1210 131 131 12 12 12
split_gain=4.96631e-11 1.06599e-10 5.04209e-11 1.06742e-10 9.16188e-11 6.49132e-11 1.5477e-09 1.22013e-09 9.84412e-11 8.84463e-11 7.36379e-11 7.15595e-11 5.70974e-11 8.49712e-11 1.66762e-10 9.43269e-11 1.81788e-10 1.98216e-10 1.02767e-10 3.65133e-10 2.48102e-10 1.62317e-10 1.4119e-10 7.15581e-11 1.01934e-10 7.1769e-11 7.66172e-11 8.1479e-11 5.97813e-10 2.93315e-10
threshold=-0.23647499999999996 0.63113500000000011 0.090185000000000001 -0.031659999999999994 0.088675000000000018 -0.083284999999999984 0.091580000000000009 0.0044650000000000011 0.092400000000000024 0.086445000000000008 -0.09515499999999999 0.11418000000000002 -0.47355499999999995 -0.45015499999999992 -0.06977499999999999 -0.10770499999999998 -0.043144999999999996 0.099100000000000008 0.11747 0.094215000000000007 1.0000000180025095e-35 0.11603500000000001 0.12193000000000001 0.40304500000000004 -0.3960249999999999 0.11767000000000001 0.11088500000000003 0.089570000000000025 0.089735000000000023 0.088845000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 9 8 10 12 -2 -12 -7 14 -14 16 -15 -18 21 -20 -21 22 23 24 -17 26 27 29 -29 -26
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 11 -13 13 15 -16 18 17 -19 19 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.5707833945555193e-07 1.3389188895374106e-07 1.8551723987838484e-07 -1.6772335577286414e-07 2.5403588524615849e-07 1.1250935766530087e-07 1.4288968559812763e-07 -8.6202457117408258e-07 7.9312261334507641e-07 -2.1888386042926792e-07 2.0923663576866147e-07 3.0914512443669274e-09 -1.8372431584295484e-07 -3.5475194465561804e-07 -9.6130268523175744e-08 3.2656735697855765e-08 -2.034027006629913e-07 3.5439174236476643e-07 -6.2282274547619126e-09 -4.4298738857880453e-07 1.8455868845042762e-07 -2.3052348628501327e-07 2.8285522965632023e-07 -2.6136810915778327e-07 1.8741246222475637e-07 -2.501498978903097e-09 1.836247123032124e-07 -1.5109694306194315e-07 5.6692144369208107e-07 1.2635821245043117e-08 -1.9437876729575637e-07
leaf_weight=20 32 31 20 24 28 27 21 20 24 20 97 26 20 32 25 25 35 27 24 36 24 20 21 20 1545 21 34 20 718 84
leaf_count=20 32 31 20 24 28 27 21 20 24 20 97 26 20 32 25 25 35 27 24 36 24 20 21 20 1545 21 34 20 718 84
internal_value=0 1.00937e-09 -8.5374e-10 8.18424e-08 -4.25427e-09 -2.83977e-09 -6.76329e-09 5.23458e-08 -3.04225e-08 -2.98034e-10 -1.24143e-09 -3.63981e-08 -1.8175e-09 -3.24815e-09 -1.39525e-07 -9.65031e-10 9.74402e-08 1.97348e-07 -4.53374e-09 -1.13335e-07 1.85258e-08 -8.89675e-10 -3.17058e-09 -9.72711e-10 -2.51244e-09 -4.38836e-10 -2.04872e-09 9.22333e-11 2.76571e-08 -1.23957e-08
internal_weight=0 3101 3070 72 48 2998 2799 199 179 2778 155 123 2758 2731 45 2686 94 62 2592 84 60 2508 2488 2467 2447 2422 2401 2367 738 1629
internal_count=3121 3101 3070 72 48 2998 2799 199 179 2778 155 123 2758 2731 45 2686 94 62 2592 84 60 2508 2488 2467 2447 2422 2401 2367 738 1629
is_linear=0
shrinkage=0.1


Tree=9657
num_leaves=31
num_cat=0
split_feature=120 121 130 11 33 47 47 47 15 151 3 2 49 148 151 151 457 2 448 4 4 132 1 1185 393 132 13 13 13 51
split_gain=4.83204e-11 1.01718e-10 9.66979e-11 6.57695e-11 1.26389e-10 7.06249e-11 5.51911e-10 3.87315e-10 6.11125e-10 6.84382e-11 2.96951e-10 7.95448e-10 8.54636e-10 1.38083e-10 9.7024e-11 9.16007e-11 8.31264e-11 4.57402e-10 1.33099e-10 9.15622e-11 8.6071e-11 7.69785e-11 1.34786e-09 7.20256e-10 3.61603e-10 8.85347e-11 7.52487e-11 3.32117e-10 2.70694e-10 3.098e-10
threshold=1.0000000180025095e-35 -0.082399999999999987 -0.22461999999999996 -0.011194999999999998 -0.009184999999999997 0.094160000000000008 0.096475000000000019 0.089640000000000011 -0.10324499999999999 -0.10737499999999998 -0.087429999999999994 0.087545000000000026 0.11560500000000001 -0.087904999999999983 -0.089594999999999994 -0.088329999999999978 0.098180000000000003 0.11389000000000002 -0.083859999999999976 -0.52556499999999995 -0.51253999999999988 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.10483000000000002 -0.050879999999999988 -0.097984999999999989 -0.096404999999999991 -0.10278499999999999 0.095375000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 7 -7 9 -9 10 -6 -12 -13 -11 -15 -16 18 -18 -17 -20 -21 22 24 -23 -22 -25 28 -28 29 -27
right_child=1 -3 3 4 5 6 -8 8 -10 13 11 12 -14 14 15 16 17 -19 19 20 21 23 -24 25 -26 26 27 -29 -30 -31
leaf_value=2.0581060494884658e-07 -2.6432291151189975e-07 3.1581803483504701e-08 1.6488532524524166e-07 -2.1670191682898335e-07 3.8061934424149511e-07 5.407175542532492e-07 1.000948366527853e-08 -6.7155237182057394e-07 7.381180130943738e-08 -2.3241646894908068e-07 -4.5135002244884551e-07 5.277489723245226e-07 -2.1830087018059885e-07 2.1327392619782804e-07 -2.1572599592900587e-07 2.3151718369263109e-07 8.8066661888511732e-08 -5.0550147243200174e-07 1.6011820589158432e-07 -1.9969283064307835e-07 1.5729076860030286e-08 -6.0355409175372194e-07 7.4332978245195135e-07 1.8644953595980952e-07 -4.1369736915380201e-07 -6.6422367237866206e-08 4.0885151172176396e-07 -8.3361262144247609e-10 -4.0006174237933446e-07 3.4056758151802481e-07
leaf_weight=23 21 26 24 27 25 21 293 22 22 26 28 34 28 21 20 25 37 20 35 22 133 20 25 25 23 171 20 1862 21 21
leaf_count=23 21 26 24 27 25 21 293 22 22 26 28 34 28 21 20 25 37 20 35 22 133 20 25 25 23 171 20 1862 21 21
internal_value=0 -1.00631e-07 1.53626e-09 -3.66744e-12 -1.31101e-09 6.27505e-10 4.55027e-08 -4.61852e-09 -2.9887e-07 2.81968e-10 7.5728e-08 -8.964e-09 1.90823e-07 -3.15147e-09 -7.68067e-10 -2.58052e-09 -8.47629e-10 -1.20203e-07 1.98352e-09 -4.29577e-10 -2.82786e-09 -9.6184e-10 6.16584e-08 -6.25823e-09 -4.75838e-08 -6.23359e-10 -2.85573e-09 3.52011e-09 -5.91906e-08 -2.19078e-08
internal_weight=0 47 3074 3051 3027 3000 314 2686 44 2642 115 90 62 2527 2501 2480 2460 57 2403 2378 2343 2321 181 2140 156 2120 2095 1882 213 192
internal_count=3121 47 3074 3051 3027 3000 314 2686 44 2642 115 90 62 2527 2501 2480 2460 57 2403 2378 2343 2321 181 2140 156 2120 2095 1882 213 192
is_linear=0
shrinkage=0.1


Tree=9658
num_leaves=31
num_cat=0
split_feature=132 1185 1 4 15 52 1213 3 130 132 130 12 399 42 394 390 1212 403 12 1210 1210 1429 157 43 12 13 13 3 482 52
split_gain=5.48827e-11 3.45975e-10 1.45041e-10 1.35698e-10 8.7951e-11 7.50194e-11 1.02312e-10 6.86123e-11 1.90686e-10 7.40876e-11 5.02579e-11 1.10557e-10 5.00039e-11 8.88979e-11 5.07708e-11 1.12123e-10 5.02735e-11 1.99144e-10 6.45216e-11 2.43295e-10 2.53806e-10 2.02916e-10 2.67543e-10 2.5448e-10 2.43391e-10 2.30871e-10 3.68688e-10 2.95045e-10 2.51976e-10 2.89334e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088135000000000005 0.010840000000000001 0.092400000000000024 0.090645000000000017 0.085835000000000009 -0.067429999999999976 0.087380000000000013 -0.10047999999999999 -0.23647499999999996 0.23631000000000002 -0.065739999999999979 -0.067534999999999998 -0.12099999999999998 0.090205000000000007 0.12472500000000002 -0.028309999999999998 0.09334000000000002 -0.063274999999999984 -0.0049999999999999984 -0.072014999999999982 -0.06482499999999998 -0.075574999999999989 0.093965000000000007 -0.077944999999999987 -0.086354999999999987 -0.053259999999999995 0.11191500000000001 0.061605000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 7 8 9 -1 -3 12 13 -12 -14 16 18 -18 -16 -20 -21 -22 23 -23 -24 26 -26 28 29 -27
right_child=1 10 3 -5 -6 -7 -8 -9 -10 -11 11 -13 14 -15 15 -17 17 -19 19 20 21 22 24 -25 25 27 -28 -29 -30 -31
leaf_value=-2.4625017971402483e-08 4.0809114049504089e-07 -1.5725023299495434e-07 -3.6122272354077726e-07 -4.3305427535132967e-08 -1.9352594011122295e-07 1.7585769856299085e-07 -1.6508609171010434e-07 1.9908863374046801e-07 -2.3778791632159244e-07 2.3597741449776777e-07 1.0922620346648797e-09 2.2513259355347064e-07 1.1449706290105693e-07 2.5629157303932347e-07 5.0099051872624685e-09 -2.3361114097989837e-07 -7.3426751224691222e-08 2.9662799483695871e-07 -3.5086196403896159e-07 3.3079793290369256e-07 -3.045624658590476e-07 -4.5858065433890262e-08 -3.6641946724490607e-07 3.9435258707267796e-07 1.078420309102373e-08 -7.7558251257391378e-08 4.9611954068495833e-07 -4.2433488017325414e-07 -3.5257782104262485e-07 1.2031431329289245e-07
leaf_weight=20 21 20 25 29 21 27 31 22 23 24 39 22 37 21 2028 21 33 26 23 20 26 24 22 29 72 244 20 21 24 106
leaf_count=20 21 20 25 29 21 27 31 22 23 24 39 22 37 21 2028 21 33 26 23 20 26 24 22 29 72 244 20 21 24 106
internal_value=0 3.67003e-09 -4.79198e-08 -1.90489e-07 -2.09387e-09 2.52536e-08 -8.63236e-09 4.58628e-08 -4.45022e-09 1.17522e-07 7.19073e-10 1.82453e-09 9.22359e-11 9.0412e-08 -1.85992e-09 -3.43174e-09 -1.65331e-09 8.96482e-08 -3.67918e-09 -3.16054e-08 -1.95283e-08 -3.14442e-08 -1.88088e-08 1.95012e-07 -4.1073e-08 -2.63757e-08 1.16292e-07 -5.96045e-08 -3.9125e-08 -1.76311e-08
internal_weight=0 2899 222 54 168 147 120 89 67 44 2878 2858 2836 60 2776 2739 2718 59 2659 631 608 588 562 53 509 487 92 395 374 350
internal_count=3121 2899 222 54 168 147 120 89 67 44 2878 2858 2836 60 2776 2739 2718 59 2659 631 608 588 562 53 509 487 92 395 374 350
is_linear=0
shrinkage=0.1


Tree=9659
num_leaves=31
num_cat=0
split_feature=1209 130 130 130 16 1210 2 2 0 2 16 133 2 2 43 403 394 15 12 1451 1451 43 43 1210 43 1 0 12 132 132
split_gain=5.01427e-11 5.18988e-11 1.88911e-10 1.1299e-10 4.51343e-10 2.73411e-10 1.87633e-10 2.56252e-10 3.15329e-10 2.6021e-10 2.25266e-10 2.23448e-10 2.04247e-10 1.6501e-10 1.75236e-10 1.44351e-10 8.2269e-11 1.73289e-10 1.05665e-10 8.32831e-11 1.05554e-10 8.64513e-11 2.2508e-10 1.6881e-10 1.31898e-10 1.96247e-10 4.21511e-10 1.5193e-10 1.27123e-10 1.82487e-10
threshold=-0.14444499999999996 0.016915000000000003 0.0029050000000000005 0.08610000000000001 -0.081414999999999987 -0.078184999999999991 0.090310000000000015 0.11510000000000002 -0.069444999999999993 0.092875000000000013 -0.071854999999999988 -0.084614999999999982 0.12437500000000001 0.089125000000000024 -0.13868499999999997 -0.014954999999999998 1.0000000180025095e-35 0.088060000000000013 0.087385000000000004 0.095645000000000022 0.083235000000000017 0.062770000000000006 0.055925000000000009 0.15724500000000002 0.16180500000000003 0.11181500000000001 -0.09595999999999999 0.094225000000000017 -0.069704999999999989 -0.41127499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 4 -3 -5 13 8 9 -8 11 -11 -9 14 -7 -16 19 18 -18 20 21 22 23 -2 25 26 -23 -28 29 -26
right_child=1 3 -4 5 -6 6 7 12 -10 10 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 24 -24 -25 28 -27 27 -29 -30 -31
leaf_value=1.5783349368803104e-07 -5.7783915676927212e-10 -1.3252344236098394e-07 -2.6420899758810331e-07 -3.2713743833441684e-07 4.9395236493904555e-07 2.6636855171669925e-07 -3.0226612430794835e-07 3.7973040193743185e-07 -4.2379606769079221e-07 -3.0786817575290118e-07 2.4979867955860558e-07 1.1279067198951713e-07 -4.7309451848117796e-08 3.7480619351734519e-07 -1.6866473604437717e-07 1.2519397807458128e-07 1.5102174756975729e-07 3.2150872417702205e-07 -1.6656630638000149e-07 1.8357413506217438e-07 -2.2566769850775681e-07 -6.0550607230425166e-07 2.3877935032528394e-07 -2.56852468156082e-07 8.1830595540257334e-08 6.8508149340118515e-08 3.6707288510383158e-09 -2.6192093863690913e-07 9.6443326583170501e-08 -3.2102252279483681e-07
leaf_weight=20 2251 23 28 22 23 33 26 24 24 23 36 28 21 23 32 35 20 24 22 23 22 20 39 26 23 40 56 35 77 22
leaf_count=20 2251 23 28 22 23 33 26 24 24 23 36 28 21 23 32 35 20 24 22 23 22 20 39 26 23 40 56 35 77 22
internal_value=0 -1.0156e-09 -5.79925e-09 3.39705e-08 1.80714e-07 1.33276e-08 3.78857e-08 -2.65938e-08 -9.45993e-08 -2.46814e-08 5.8275e-08 -7.69182e-08 1.80445e-07 1.33294e-07 7.77468e-08 -1.51565e-08 -3.11945e-09 1.07154e-07 -1.53339e-08 -5.88257e-09 -7.55147e-09 -5.69803e-09 5.75783e-10 -3.50412e-09 -5.89221e-08 -1.214e-07 -1.89836e-07 -9.84799e-08 1.84077e-08 -1.1512e-07
internal_weight=0 3101 2728 373 46 327 305 182 137 113 87 51 45 123 100 67 2700 66 42 2634 2611 2589 2316 2277 273 151 111 91 122 45
internal_count=3121 3101 2728 373 46 327 305 182 137 113 87 51 45 123 100 67 2700 66 42 2634 2611 2589 2316 2277 273 151 111 91 122 45
is_linear=0
shrinkage=0.1


Tree=9660
num_leaves=31
num_cat=0
split_feature=1204 1185 393 1186 129 1184 393 1203 1204 1201 130 42 1208 1208 3 3 43 133 133 130 1213 16 42 402 480 0 12 403 157 0
split_gain=5.52152e-11 5.11485e-11 5.37259e-11 5.41998e-11 1.04983e-10 1.51005e-10 1.00114e-10 6.45285e-11 5.83611e-11 5.64931e-11 5.66818e-11 9.24057e-11 5.09736e-11 1.00704e-10 4.94697e-11 2.84144e-10 3.14097e-10 1.4331e-10 2.36528e-10 1.56097e-10 1.46146e-10 6.41601e-10 5.68781e-10 3.15244e-10 2.07442e-10 3.55319e-10 1.98339e-10 4.45492e-10 3.67715e-10 3.25737e-10
threshold=1.0000000180025095e-35 -0.10973499999999999 0.10856500000000001 0.089315000000000019 -0.077709999999999987 0.088135000000000019 0.090035000000000018 -1.0000000180025095e-35 -0.091889999999999986 -0.080909999999999996 -0.22699999999999995 0.15432000000000004 0.11846000000000001 0.10480500000000002 -0.082594999999999988 -0.082974999999999979 -0.073404999999999984 0.40431 0.26753000000000005 0.10737500000000001 0.060985000000000004 -0.010264999999999998 -0.087819999999999981 0.11191000000000001 0.086930000000000021 -0.082009999999999986 0.086305000000000007 -0.085729999999999987 -0.087424999999999989 -0.085544999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 -9 -10 -11 12 13 14 15 17 -17 18 19 20 23 22 -22 24 26 -26 27 -12 -29 -30
right_child=-2 2 -4 -5 5 -7 -8 8 9 10 11 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-1.6089117650608388e-07 1.1824537192130545e-07 -1.8639183253761135e-07 1.2099275379126894e-07 1.2365177882396198e-07 1.7761004016847438e-07 2.7244283591798539e-07 -1.8501167474482828e-07 -1.68732353921812e-07 1.5821302990947184e-07 -1.7040576254068186e-07 -4.7258578158941118e-07 1.8994012441453379e-07 1.361966794250363e-07 -1.9316423099776819e-07 -1.3263098412910247e-08 1.8523172194551896e-08 5.0758626741753692e-07 2.297932751473666e-07 -2.9562708571499266e-07 -2.5883866201907452e-07 -2.4110608814515383e-08 -3.240321618136477e-07 6.6675759761927536e-07 -3.1891553646801186e-07 5.3265513400901919e-07 -4.9726043791700006e-08 4.3552995810121807e-08 -4.1174375368150917e-07 1.1063492062205945e-07 -9.6553322492809467e-08
leaf_weight=20 39 31 36 34 20 20 30 21 22 20 24 25 26 28 1679 29 24 27 27 22 22 20 26 30 20 22 450 23 146 158
leaf_count=20 39 31 36 34 20 20 30 21 22 20 24 25 26 28 1679 29 24 27 27 22 22 20 26 30 20 22 450 23 146 158
internal_value=0 -1.49136e-09 -4.50213e-10 -1.89501e-09 -3.32167e-09 -1.40503e-09 -3.26731e-09 -1.3943e-09 -2.63266e-09 -1.41729e-09 -2.65039e-09 -1.464e-09 -3.17114e-09 -4.47599e-09 -2.5541e-09 1.425e-08 2.39986e-07 2.48602e-09 -3.71327e-09 4.47123e-09 1.06272e-08 1.51833e-07 3.5011e-07 -3.71569e-10 1.09645e-08 2.27598e-07 -3.94561e-10 -5.67376e-08 -2.62166e-08 2.95156e-09
internal_weight=0 3082 3062 3026 2992 2961 2941 2911 2891 2870 2848 2828 2803 2777 2749 1070 53 1017 990 963 941 68 48 873 843 42 801 351 327 304
internal_count=3121 3082 3062 3026 2992 2961 2941 2911 2891 2870 2848 2828 2803 2777 2749 1070 53 1017 990 963 941 68 48 873 843 42 801 351 327 304
is_linear=0
shrinkage=0.1


Tree=9661
num_leaves=31
num_cat=0
split_feature=12 130 10 16 9 51 11 15 48 147 0 133 151 48 9 447 48 1 3 13 13 12 159 15 13 15 13 3 156 159
split_gain=5.28987e-11 1.03683e-10 6.44112e-11 5.18154e-10 7.59642e-10 1.5782e-10 6.65635e-11 5.41997e-11 5.22721e-11 3.64051e-10 2.0146e-10 1.34582e-10 1.54313e-10 8.15027e-11 9.97042e-11 7.15837e-11 6.75461e-11 3.38396e-10 1.55287e-10 6.24681e-11 2.46303e-10 2.68696e-10 3.69654e-10 3.98537e-10 2.18243e-10 1.41993e-10 2.01677e-10 1.0684e-10 1.48862e-10 1.06413e-10
threshold=0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.056919999999999991 0.082870000000000013 0.091630000000000003 -1.0000000180025095e-35 0.17980000000000004 -0.072824999999999987 0.093875000000000014 -0.26343999999999995 0.084415000000000018 -0.089594999999999994 -0.032929999999999994 0.099965000000000012 0.087750000000000009 0.12474000000000002 0.11212500000000002 0.13524500000000003 -0.097984999999999989 -0.10278499999999999 0.083310000000000009 0.085850000000000024 -1.0000000180025095e-35 -0.096404999999999991 0.084510000000000016 -0.13710499999999998 0.11658 0.3248100000000001 0.10779000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4 8 9 11 -10 12 -8 -12 16 -14 19 -18 -19 20 21 22 23 -15 -21 26 -23 28 -26 -24
right_child=-2 2 6 -5 -6 -7 7 -9 10 -11 13 -13 15 14 -16 -17 17 18 -20 24 -22 25 29 -25 27 -27 -28 -29 -30 -31
leaf_value=1.9623360354930558e-07 -1.5109033511081458e-07 -1.5989422153365121e-07 1.7956786753832907e-07 2.527197464899294e-07 -7.5023079215696953e-07 1.9412181885058998e-07 3.1375600506387193e-07 1.2116563374013062e-07 3.0351567400802282e-07 -4.1325739369805589e-07 -1.6152962022290248e-07 -1.7951252573311649e-07 1.0608096323494466e-07 -1.1608177422892768e-07 2.2399019016461353e-07 -1.4436060924015778e-07 4.150391732863405e-07 -1.725928480514735e-07 1.5004264582238683e-07 3.1541396381194113e-07 -3.8778986223064753e-07 5.8042252819896188e-08 2.0294053675635431e-07 -6.5844544138826678e-07 -5.6419609417774603e-10 -1.268169927212429e-07 4.0975191545864784e-07 2.2355566040048528e-07 -2.6191185663099699e-07 -8.4015465754797936e-08
leaf_weight=27 23 34 21 33 20 20 22 37 22 24 31 24 25 42 20 21 23 35 26 22 20 56 28 20 2333 22 23 21 22 24
leaf_count=27 23 34 21 33 20 20 22 37 22 24 31 24 25 42 20 21 23 35 26 22 20 56 28 20 2333 22 23 21 22 24
internal_value=0 1.1272e-09 -5.88156e-10 -7.68115e-08 -2.23765e-07 -2.87772e-08 2.1635e-09 8.97615e-10 -6.33671e-10 -6.64086e-08 2.10106e-09 2.40737e-08 9.59277e-08 -2.94581e-10 1.53161e-09 -8.25106e-09 -1.0592e-10 8.81698e-08 -3.50761e-08 -2.92216e-09 -5.21255e-08 -2.09009e-08 -1.26126e-07 -2.91038e-07 1.89969e-09 9.78682e-08 1.60439e-07 -1.00322e-09 -3.00566e-09 7.04993e-08
internal_weight=0 3098 3071 107 74 54 2964 2943 2906 116 2790 92 68 2768 2737 46 2717 84 61 2633 235 215 114 62 2398 101 79 2376 2355 52
internal_count=3121 3098 3071 107 74 54 2964 2943 2906 116 2790 92 68 2768 2737 46 2717 84 61 2633 235 215 114 62 2398 101 79 2376 2355 52
is_linear=0
shrinkage=0.1


Tree=9662
num_leaves=31
num_cat=0
split_feature=11 34 12 9 9 9 2 4 39 44 45 48 147 147 16 16 447 148 132 50 394 1203 4 0 0 1213 4 130 40 40
split_gain=5.57719e-11 5.35974e-11 3.89099e-10 1.74324e-10 1.3776e-10 3.41746e-10 1.70626e-10 5.62026e-10 1.36118e-10 5.74639e-11 1.41199e-10 5.09488e-11 3.0952e-10 2.21715e-10 1.3965e-10 1.79205e-10 8.8052e-11 6.70838e-11 5.36641e-11 1.3726e-09 6.81281e-10 1.16564e-10 7.30231e-11 8.92301e-11 7.4897e-11 5.55263e-11 7.17426e-11 5.22378e-11 1.00589e-10 1.4576e-10
threshold=-0.072629999999999986 -0.057544999999999992 -0.015429999999999998 -0.079919999999999977 0.091600000000000015 0.099965000000000012 -1.0000000180025095e-35 0.053180000000000012 0.089790000000000023 0.099360000000000018 0.081955000000000014 -0.075224999999999986 0.094075000000000006 0.095485000000000014 -0.0048099999999999992 -0.0092699999999999987 0.08870500000000002 -0.0084749999999999982 -0.083284999999999984 0.10022000000000002 0.12358500000000001 0.089165000000000008 0.10924000000000002 -0.09515499999999999 -0.087414999999999979 1.0000000180025095e-35 -0.069999999999999993 -0.22699999999999995 -0.099059999999999995 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 6 -6 7 -3 -2 10 11 12 14 17 15 16 -8 -13 19 21 27 22 23 -19 -25 26 -26 -20 -29 -30
right_child=1 4 -4 -5 5 -7 9 -9 -10 -11 -12 13 -14 -15 -16 -17 -18 18 20 -21 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-1.6241727800141753e-07 1.9201210869656441e-07 -1.0714383509796082e-07 4.4483295431002096e-07 -2.5552324517027122e-07 -4.8611665903308677e-07 4.7539237021017772e-08 1.8708159226607876e-07 5.922634753119383e-07 -1.2721587138871242e-07 -1.3701597317373355e-07 2.5821882418529731e-07 -1.6912851688033471e-07 -4.1429420957142395e-07 2.4055834930586092e-07 2.1286019131139254e-07 -2.9828016711131899e-07 -8.9625763908058983e-08 1.8397156279748885e-07 -1.539339511534944e-07 8.3503218800018426e-07 -5.8656007482227326e-07 -2.5870304931513168e-07 -1.8768650477340999e-07 -1.8260237210221891e-07 -1.3067003523912848e-07 1.3390830594258221e-07 7.6495274470289592e-08 1.6915550501396735e-07 -2.3263983003382104e-07 1.0309922638099549e-09
leaf_weight=21 34 27 22 24 20 30 23 20 22 31 21 24 21 38 25 22 23 26 22 20 20 21 20 23 35 29 32 35 27 2363
leaf_count=21 34 27 22 24 20 30 23 20 22 31 21 24 21 38 25 22 23 26 22 20 20 21 20 23 35 29 32 35 27 2363
internal_value=0 1.10016e-09 7.23866e-08 -3.00362e-08 -1.3252e-09 -1.65923e-07 1.46649e-09 1.90476e-07 6.66011e-08 -1.59572e-09 -1.32989e-10 -2.0373e-09 -6.75382e-08 6.929e-10 1.07616e-08 -6.35394e-08 4.87279e-08 -2.68674e-09 -1.19231e-09 4.78412e-08 -5.28672e-09 -3.6803e-08 -8.56112e-09 1.61458e-08 -2.0522e-08 1.83098e-08 -3.17254e-08 -5.35817e-10 8.55836e-10 -1.6088e-09
internal_weight=0 3100 102 80 2998 50 2948 47 56 2901 2870 2849 114 2735 93 68 46 2697 2673 206 2467 186 165 145 119 96 67 2447 2425 2390
internal_count=3121 3100 102 80 2998 50 2948 47 56 2901 2870 2849 114 2735 93 68 46 2697 2673 206 2467 186 165 145 119 96 67 2447 2425 2390
is_linear=0
shrinkage=0.1


Tree=9663
num_leaves=31
num_cat=0
split_feature=1204 132 1185 1203 12 130 10 4 0 12 45 11 41 12 15 128 1185 16 129 0 16 1446 1 51 474 483 474 51 160 16
split_gain=5.3618e-11 5.451e-11 1.54192e-10 1.23818e-10 4.79468e-11 9.73003e-11 6.31331e-11 4.66061e-10 1.67019e-09 1.0844e-09 6.94899e-11 4.95644e-10 5.56444e-11 4.5824e-10 4.58072e-11 4.63753e-11 2.12721e-10 1.67674e-10 8.06011e-11 2.95792e-10 1.08836e-10 6.05526e-11 1.61985e-10 1.65229e-10 5.45147e-11 3.08524e-10 5.60085e-10 4.43434e-10 3.39823e-10 2.46814e-10
threshold=1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.088730000000000017 0.23631000000000002 -0.22461999999999996 -0.011559999999999999 0.053180000000000012 -0.10151999999999999 -0.010834999999999999 0.094030000000000016 -1.0000000180025095e-35 0.085095000000000018 0.085565000000000016 0.17980000000000004 0.10773500000000001 0.092170000000000016 -0.076669999999999988 0.093420000000000017 -0.075934999999999989 -0.085589999999999986 0.10135500000000001 0.086720000000000005 0.020580000000000005 0.088435000000000014 0.08740500000000001 0.091650000000000009 -0.10316499999999999 -0.074254999999999988 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4 7 9 -9 -7 11 -8 14 -14 15 16 18 -17 21 20 -20 24 23 -23 -13 26 28 -28 -26 -29
right_child=-2 2 4 -5 -6 6 10 8 -10 -11 -12 12 13 -15 -16 17 -18 -19 19 -21 -22 22 -24 -25 25 -27 27 29 -30 -31
leaf_value=-2.5717370141300657e-08 1.1651889657571247e-07 2.7869898246990491e-07 1.9016465292001732e-07 -2.8821408008639084e-07 -1.4373190943526582e-07 1.4144235403230305e-07 5.0019430091197143e-07 8.5448599662640845e-07 -3.0362234660470455e-07 -7.6467517271794364e-07 -1.3562378575255392e-07 -1.3593797680467178e-08 4.2516268041007762e-07 -1.6555486802150789e-07 1.1206567422610597e-07 2.341545939715974e-07 -3.2211040038852108e-07 -1.054048674393908e-07 7.7358598771226644e-08 3.288923292471378e-07 -1.9808880962885337e-07 -1.6045933124431146e-07 2.9681441920577835e-07 1.9554356588907302e-07 7.0443660717955944e-07 -2.5954679658517651e-07 -4.3417929792407708e-07 3.8540798549036029e-07 1.4631072626040504e-07 -6.3910594540161363e-09
leaf_weight=177 39 20 27 20 23 28 20 20 33 25 36 2120 24 29 35 33 21 26 32 33 26 32 24 22 20 29 21 20 24 82
leaf_count=177 39 20 27 20 23 28 20 20 33 25 36 2120 24 29 35 33 21 26 32 33 26 32 24 22 20 29 21 20 24 82
internal_value=0 -1.47338e-09 2.00184e-09 -5.23668e-08 7.02711e-11 1.23405e-09 -5.78076e-10 -7.6286e-08 1.334e-07 -2.85972e-07 2.38428e-09 4.24298e-09 5.04183e-10 1.0194e-07 -1.56354e-09 -3.11404e-09 -5.17721e-09 8.45182e-08 -2.4989e-09 8.98749e-08 -4.61178e-08 -6.01019e-09 8.06514e-08 -1.54211e-08 -8.92884e-09 4.15289e-08 9.38115e-08 -1.57209e-08 4.00004e-07 7.04323e-08
internal_weight=0 3082 2885 197 2865 2842 2815 106 53 53 2709 2673 2653 53 2600 2565 2506 59 2485 91 58 2394 78 54 2316 196 167 123 44 102
internal_count=3121 3082 2885 197 2865 2842 2815 106 53 53 2709 2673 2653 53 2600 2565 2506 59 2485 91 58 2394 78 54 2316 196 167 123 44 102
is_linear=0
shrinkage=0.1


Tree=9664
num_leaves=31
num_cat=0
split_feature=11 130 10 16 9 0 10 34 12 46 44 1429 11 12 472 9 10 1429 0 0 12 3 484 475 475 0 16 43 52 12
split_gain=6.11862e-11 4.78891e-11 1.15093e-10 1.21907e-09 1.04884e-09 2.07849e-10 1.6559e-10 7.1746e-11 3.68782e-10 5.04263e-11 7.33897e-11 7.9576e-11 1.06076e-10 2.23196e-10 2.21895e-10 7.52072e-11 1.95666e-10 5.34375e-11 1.01614e-10 3.15176e-10 1.00823e-10 1.0803e-10 6.98755e-11 5.27654e-10 3.88783e-10 2.20359e-10 3.35974e-10 5.56343e-10 4.92173e-10 2.26882e-10
threshold=-0.072629999999999986 -0.23647499999999996 -0.012544999999999999 -0.056919999999999991 0.082870000000000013 -0.062764999999999974 -0.0091199999999999979 -0.057544999999999992 -0.082514999999999991 0.10987500000000001 0.083555000000000018 -0.23587499999999997 0.097680000000000017 0.10742000000000002 -0.15279499999999999 0.092890000000000014 0.046740000000000011 0.12387000000000002 0.11070500000000001 0.056435000000000006 0.091200000000000017 -0.10831999999999999 0.085790000000000019 -0.085774999999999976 -0.084699999999999984 -0.067624999999999977 -0.0048099999999999992 -0.082144999999999982 -0.010739999999999998 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -4 8 -8 10 11 -9 14 -14 -13 16 17 18 19 22 -20 -22 -16 -24 -25 26 28 -28 -26 -30
right_child=1 2 6 -5 -6 -7 7 9 -10 -11 -12 12 13 -15 15 -17 -18 -19 20 -21 21 -23 23 24 25 -27 27 -29 29 -31
leaf_value=-1.7012495231397008e-07 -1.5309448706091191e-07 -2.6146057387129132e-08 -2.7480107518003519e-07 6.8373086684737754e-07 -6.9987336219344888e-07 3.6832660501382653e-07 -1.2860922607908028e-07 1.8831151044971443e-07 4.34817382962852e-07 1.568270272400696e-07 -1.8876973168094733e-07 2.9064422794642898e-07 -3.9357075441633547e-07 4.8653790145181116e-08 4.3506204410396208e-09 1.6641622236827167e-07 -2.8294779664861381e-07 -1.6080692099811651e-07 -2.7797773713343433e-08 -3.7279588689858905e-07 3.2639159834551334e-07 4.33155804284542e-08 -4.6878121898535699e-07 4.0887293023063518e-07 -4.4091073715068687e-07 -2.9328953724908996e-07 6.0563815617613383e-07 -3.2779443615301062e-08 -1.7811576619641119e-07 1.7189805185849944e-07
leaf_weight=21 20 34 22 27 21 22 26 22 21 20 21 26 21 25 2342 26 25 21 35 23 28 26 27 21 31 30 21 39 31 46
leaf_count=21 20 34 22 27 21 22 26 22 21 20 21 26 21 25 2342 26 25 21 35 23 28 26 27 21 31 30 21 39 31 46
internal_value=0 1.14583e-09 2.14739e-09 1.05554e-07 -9.71834e-08 1.28825e-07 -1.46628e-09 5.69392e-10 1.23135e-07 -1.41223e-09 -2.50845e-09 -1.14366e-09 -2.6092e-09 -1.53231e-07 -1.32927e-10 -2.86027e-09 -4.46304e-09 -1.90438e-09 -6.68467e-10 -4.25014e-09 1.04407e-07 1.90096e-07 -9.74808e-10 -5.16746e-08 -2.50515e-10 -4.36424e-08 9.37451e-10 1.90667e-07 -1.04468e-07 3.09834e-08
internal_weight=0 3100 3080 104 77 56 2976 2954 47 2907 2887 2866 2844 46 2798 2772 2746 2721 2700 2611 89 54 2588 246 219 198 168 60 108 77
internal_count=3121 3100 3080 104 77 56 2976 2954 47 2907 2887 2866 2844 46 2798 2772 2746 2721 2700 2611 89 54 2588 246 219 198 168 60 108 77
is_linear=0
shrinkage=0.1


Tree=9665
num_leaves=31
num_cat=0
split_feature=394 403 130 42 483 1456 158 1453 4 153 42 42 15 15 42 402 42 1210 376 51 3 12 43 2 16 1420 39 39 39 38
split_gain=5.04947e-11 2.77266e-10 6.15041e-11 6.45119e-11 7.30816e-11 6.09423e-11 7.84986e-11 3.07453e-10 2.67067e-10 8.10013e-11 8.97513e-11 1.12222e-10 4.60069e-10 9.34105e-11 7.76009e-11 7.71692e-11 2.03673e-10 1.76749e-10 6.60176e-11 9.6072e-11 2.15628e-10 4.09225e-10 2.45708e-10 1.56086e-10 9.08899e-11 1.71018e-10 8.67093e-11 1.71984e-10 1.46261e-10 8.60734e-11
threshold=0.055520000000000007 -0.074254999999999988 -0.22699999999999995 0.15021500000000002 -0.47181499999999993 0.11510000000000002 0.11245500000000001 -1.0000000180025095e-35 0.015030000000000002 0.082840000000000011 0.12293000000000001 0.11839500000000001 0.093115000000000017 -0.053579999999999996 0.11688500000000002 -0.45454999999999995 -0.074124999999999983 0.13089000000000003 -0.08712499999999998 -0.22258499999999998 0.0068900000000000012 0.089625000000000024 -0.077944999999999987 0.11585500000000001 0.63636000000000015 1.0000000180025095e-35 0.095830000000000012 0.091400000000000009 0.10031500000000002 0.099940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 9 -8 -9 10 11 14 -13 -12 15 16 -6 18 -17 20 21 -20 -23 -24 25 26 27 -21 -28 -30
right_child=1 -3 3 -5 5 -7 7 8 -10 -11 13 12 -14 -15 -16 17 -18 -19 19 24 -22 22 23 -25 -26 -27 28 -29 29 -31
leaf_value=-1.7655606203703656e-07 3.3585813503997583e-07 -1.0078922899782757e-07 1.531794382951072e-07 1.4061914498375573e-07 -5.1794285443267861e-08 1.2050137646231936e-07 1.7663434300629887e-07 -5.648570322591695e-08 -5.3493622814926306e-07 -1.784271824170411e-07 2.4146957432522175e-08 -1.9454466070101263e-07 4.548629418010819e-07 -2.5485502399240952e-07 -1.7324037936160809e-07 -1.4467853423681276e-07 3.6924135116578332e-07 -2.9086053841421657e-07 -2.7578958960994271e-07 -3.8102509393005524e-09 3.5617108014029957e-07 4.5113025947784991e-07 1.8248760607728883e-07 -1.505936954989314e-07 -1.9599042010061871e-07 2.7712314295446176e-07 3.2364223335164187e-07 -2.5765749943165823e-07 -6.1956286730138451e-08 1.5896878962927266e-07
leaf_weight=20 26 33 30 32 27 39 25 28 20 26 21 20 24 28 26 31 20 21 32 2322 24 20 34 24 24 22 21 27 45 29
leaf_count=20 26 33 30 32 27 39 25 28 20 26 21 20 24 28 26 31 20 21 32 2322 24 20 34 24 24 22 21 27 45 29
internal_value=0 9.16316e-08 -1.7671e-09 -6.17925e-10 -2.11945e-09 -3.68286e-09 -5.32964e-09 -1.07732e-07 -2.5584e-07 -2.72316e-09 -1.11573e-09 1.23808e-09 1.59678e-07 -1.35283e-07 -1.29788e-09 3.43879e-10 1.2737e-07 -1.88714e-09 3.98521e-10 2.11246e-09 8.45953e-08 2.53424e-08 1.48884e-07 4.46609e-08 -2.32637e-09 -4.41564e-10 -2.9401e-09 -6.72804e-09 9.07216e-08 2.46225e-08
internal_weight=0 59 3062 3042 3010 2980 2941 73 48 2868 2842 2793 44 49 2749 2723 47 2676 2655 2624 134 110 78 58 2490 2466 2444 2349 95 74
internal_count=3121 59 3062 3042 3010 2980 2941 73 48 2868 2842 2793 44 49 2749 2723 47 2676 2655 2624 134 110 78 58 2490 2466 2444 2349 95 74
is_linear=0
shrinkage=0.1


Tree=9666
num_leaves=31
num_cat=0
split_feature=11 401 402 42 1210 401 1212 402 403 12 12 2 3 129 1185 12 1456 12 12 12 42 132 12 393 1 393 480 105 2 0
split_gain=5.09091e-11 5.05836e-11 9.42214e-11 1.5999e-10 7.4938e-11 5.01259e-11 1.20735e-10 8.20237e-11 8.45954e-10 4.89638e-11 1.22823e-10 1.16719e-10 7.34577e-11 6.01416e-11 1.90187e-10 7.86921e-11 1.06794e-10 1.39514e-10 8.63696e-11 1.96181e-10 9.94532e-11 1.01219e-10 1.59093e-09 7.80298e-10 2.09733e-10 1.51178e-10 8.20692e-11 7.62863e-11 1.28545e-10 4.29521e-10
threshold=-0.072629999999999986 -0.47263499999999997 -0.45454999999999995 -0.067534999999999998 0.26755500000000004 0.13729500000000003 0.15049500000000002 0.13294000000000003 -0.0031149999999999997 0.12757000000000002 0.12069000000000002 0.097070000000000004 -0.047929999999999993 0.11234000000000001 0.093750000000000014 0.11586 0.11510000000000002 0.11351500000000002 0.10911500000000002 0.10806000000000002 0.12181500000000002 -0.083284999999999984 0.091840000000000019 0.11146500000000002 0.086455000000000018 0.092975000000000016 0.11471500000000003 0.080965000000000023 -0.080614999999999978 -0.080119999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 9 -9 10 13 -11 -13 14 15 16 17 18 19 20 21 22 24 25 -4 26 27 28 29 -23
right_child=1 2 4 -5 -6 -7 -8 8 -10 11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.5518522597327928e-07 -1.4357324014113716e-07 -3.6717956784461701e-08 1.4205723196669573e-08 3.1758491695654812e-07 -1.9303117362312606e-07 1.3942853605350626e-07 -2.3895549929875418e-07 -2.4856060813013198e-07 6.0478702701110319e-07 -2.7979628486699918e-07 2.2706275828454637e-07 8.6381445877729379e-08 -1.2958112216259517e-07 1.383876593763489e-07 -3.0893261069309121e-07 -1.5063207954694116e-07 1.6673681089721472e-07 -2.1085305203057709e-07 1.5424131197966526e-07 -2.8421067389909163e-07 1.6806820282155855e-07 4.8417272670744553e-07 9.1008552999483077e-07 -6.2623660923577518e-07 -3.0930434854781199e-07 2.6812167379018447e-07 1.5768071914834536e-07 -1.9329589425372739e-07 -5.8495136116822502e-09 -5.3428760776477079e-08
leaf_weight=21 24 26 101 25 20 26 21 26 21 21 24 36 28 31 20 34 39 31 37 24 36 23 20 20 25 21 32 21 2245 42
leaf_count=21 24 26 101 25 20 26 21 26 21 21 24 36 28 31 20 34 39 31 37 24 36 23 20 20 25 21 32 21 2245 42
internal_value=0 1.0411e-09 2.16943e-09 1.3696e-07 -1.03067e-10 1.18098e-09 -2.56116e-11 1.67065e-09 1.32722e-07 -4.45271e-10 1.80399e-09 -7.52266e-08 -8.10218e-09 -1.2542e-10 -1.67501e-09 5.58781e-10 2.45075e-09 5.82382e-11 2.5283e-09 3.77578e-10 3.01877e-09 6.88658e-10 8.15334e-08 -4.22122e-09 -4.99828e-08 9.97035e-10 -1.3769e-09 -3.56045e-09 -1.83558e-09 1.36799e-07
internal_weight=0 3100 3076 51 3025 3005 2979 2958 47 2911 2826 85 64 2802 2771 2751 2717 2678 2647 2610 2586 2550 146 2404 126 2384 2363 2331 2310 65
internal_count=3121 3100 3076 51 3025 3005 2979 2958 47 2911 2826 85 64 2802 2771 2751 2717 2678 2647 2610 2586 2550 146 2404 126 2384 2363 2331 2310 65
is_linear=0
shrinkage=0.1


Tree=9667
num_leaves=31
num_cat=0
split_feature=1429 156 156 51 1428 3 157 1 130 40 40 2 2 2 1447 4 16 52 2 4 133 133 160 42 42 2 2 1 1213 48
split_gain=4.86301e-11 1.35052e-10 4.8688e-11 1.23766e-10 5.38643e-11 4.90584e-11 1.54845e-10 1.44458e-10 5.28444e-11 1.04833e-10 6.40416e-11 5.17779e-11 5.46658e-10 4.66377e-10 3.71689e-10 2.15126e-10 4.82877e-10 3.47787e-10 4.05813e-10 3.23288e-10 1.81029e-10 6.17168e-10 5.05604e-10 4.43522e-10 1.98558e-10 2.89265e-10 2.16132e-10 1.76314e-10 1.69637e-10 1.65004e-10
threshold=-0.23752499999999996 0.32523500000000005 0.12734000000000004 -0.093639999999999987 0.088190000000000004 -0.24190499999999995 0.32331500000000007 0.10337500000000001 -0.23123999999999997 -0.24290999999999999 -0.099059999999999995 0.093175000000000022 0.092635000000000009 0.093680000000000013 0.059120000000000013 -0.076779999999999987 -0.076354999999999992 0.10473500000000001 0.096540000000000015 -0.07168999999999999 0.089595000000000022 0.093255000000000018 0.14906500000000003 0.089015000000000025 0.093175000000000022 0.096540000000000015 0.10559 0.084525000000000003 -0.053734999999999998 -0.072824999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 8 -2 -7 -10 -11 12 14 -13 -12 16 -15 18 -18 -17 22 23 24 -22 25 -21 -26 -19 -28 -27
right_child=1 -3 3 -5 -6 6 -8 -9 9 10 11 13 -14 15 -16 19 17 27 -20 20 21 -23 -24 -25 26 29 28 -29 -30 -31
leaf_value=-1.4815380062962257e-07 7.9478896366338269e-08 2.6006653797594486e-07 7.6228691693272384e-08 -2.5307773694294157e-07 1.1922517399541806e-07 1.537253332951526e-07 2.7852814092454993e-07 -2.3460120317508882e-07 -2.3000139549367304e-07 1.3616982766460324e-07 7.356642591753472e-09 -4.3025458572393051e-07 4.3873719968015113e-07 5.0137908488068209e-07 -3.2641025196720446e-07 -4.0771638509795594e-07 -4.854515256624836e-07 4.6556591318644027e-07 2.5312392405599637e-08 -3.1608603468466105e-07 -7.4911963042464695e-07 -9.5760243775455473e-09 4.4957506634091263e-07 -1.1413763884733768e-07 4.0703037598177619e-07 -2.3824517089477218e-07 -1.9079879186155387e-07 5.0697498394924884e-08 1.2336974080749116e-07 1.7867932249621486e-09
leaf_weight=22 27 20 21 25 38 22 20 32 20 34 1787 27 29 25 34 22 20 21 70 35 22 163 25 22 20 31 23 20 68 376
leaf_count=22 27 20 21 25 38 22 20 32 20 34 1787 27 29 25 34 22 20 21 70 35 22 163 25 22 20 31 23 20 68 376
internal_value=0 1.04918e-09 -6.33302e-10 -1.02742e-07 9.15333e-10 -5.8576e-10 1.22853e-09 -9.08696e-08 -6.73391e-10 -1.84712e-09 -2.59407e-10 -1.89271e-09 7.98473e-09 -2.03506e-08 1.12486e-09 -8.85793e-09 9.8642e-08 2.17837e-08 -8.81907e-08 -2.96386e-08 -1.90428e-08 -9.92877e-08 9.69546e-09 -4.31629e-07 -1.01906e-08 -4.0219e-08 1.09382e-07 2.63191e-07 4.39645e-08 -1.64957e-08
internal_weight=0 3099 3079 46 3033 2995 2936 59 2916 2894 2874 2840 1850 990 1821 963 156 131 90 807 785 207 578 44 553 442 111 41 91 407
internal_count=3121 3099 3079 46 3033 2995 2936 59 2916 2894 2874 2840 1850 990 1821 963 156 131 90 807 785 207 578 44 553 442 111 41 91 407
is_linear=0
shrinkage=0.1


Tree=9668
num_leaves=31
num_cat=0
split_feature=1429 474 471 50 474 0 1428 120 121 40 33 12 142 11 3 147 147 147 150 46 475 147 34 374 47 0 13 15 43 0
split_gain=4.93714e-11 9.35955e-11 6.34581e-11 5.34298e-11 5.46108e-11 2.69931e-10 8.35408e-11 5.11695e-11 1.06808e-10 8.63401e-11 6.37281e-11 5.10142e-11 1.80558e-10 3.05796e-10 1.21584e-10 9.80099e-11 1.31109e-10 9.49053e-11 6.58735e-11 9.50007e-11 2.31089e-10 6.56356e-11 9.52451e-11 1.04676e-10 7.89421e-11 4.28335e-10 1.35959e-09 3.88991e-10 1.3266e-09 3.45226e-10
threshold=0.12521000000000002 -0.26322499999999993 -0.086614999999999984 0.14794500000000002 -0.090834999999999985 -0.087794999999999998 0.10024500000000001 1.0000000180025095e-35 -0.082399999999999987 -0.24290999999999999 -0.044254999999999996 0.12757000000000002 -0.057499999999999989 -1.0000000180025095e-35 -0.049509999999999992 0.099730000000000027 0.093875000000000014 0.090425000000000019 -0.15178999999999995 0.10253500000000002 0.093020000000000005 0.08789000000000001 -0.097449999999999981 0.089535000000000017 0.092165000000000011 -0.10224499999999999 -1.0000000180025095e-35 -0.10324499999999999 -0.053764999999999993 -0.090314999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 9 -9 -6 -11 12 -12 -14 -13 16 17 18 -15 20 21 22 -20 24 -24 26 -26 28 -27 -29
right_child=-2 2 3 -5 6 -7 -8 8 -10 10 11 14 13 15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 25 27 -28 29 -30 -31
leaf_value=-1.767949165554228e-07 1.5660217570712122e-07 1.7393500494714924e-07 1.4515851405116383e-07 -1.5945398296984032e-07 2.0948668719711352e-07 -3.5607469958423821e-07 1.9636487086865434e-07 -2.7760972677981497e-07 2.977308381374017e-08 1.7456764296531176e-07 3.0095332054003166e-07 -2.3008930232511679e-07 -3.9020580260284988e-07 1.6910221145293316e-07 7.550969435808087e-08 1.8509595888801789e-07 -2.2767144218960313e-07 1.9632479302345021e-07 2.1178355712522934e-07 -2.1798897321900769e-07 2.9744280316033555e-07 -1.3818165842037291e-07 5.6197189576217495e-09 -2.2439952362317073e-07 1.0433385857722717e-07 -7.5359788475717162e-08 -8.3412518388461015e-07 -4.4485546533740656e-07 8.7461480188180542e-07 -6.9142983594509023e-09
leaf_weight=30 20 21 21 21 20 22 22 20 26 21 20 30 20 23 23 29 25 25 21 20 26 35 2304 21 38 49 26 22 21 99
leaf_count=30 20 21 21 21 20 22 22 20 26 21 20 30 20 23 23 29 25 25 21 20 26 35 2304 21 38 49 26 22 21 99
internal_value=0 -1.02043e-09 6.96674e-10 -4.96115e-10 6.05937e-10 -1.11286e-07 2.21725e-09 7.76205e-10 -1.03872e-07 2.4259e-09 9.96905e-10 -2.70034e-10 1.5542e-09 -5.81312e-10 -9.74709e-08 2.21771e-09 2.9268e-10 2.38026e-09 5.87801e-10 -8.57327e-10 7.74016e-10 -2.15216e-09 -3.21694e-10 -2.04813e-09 -2.23443e-10 -5.30181e-08 -2.76915e-07 2.20049e-08 2.09633e-07 -8.654e-08
internal_weight=0 3101 3071 3050 3029 43 2986 2964 46 2918 2898 2877 2824 2804 53 2784 2755 2730 2705 2682 2662 2636 2601 2580 2559 255 64 191 70 121
internal_count=3121 3101 3071 3050 3029 43 2986 2964 46 2918 2898 2877 2824 2804 53 2784 2755 2730 2705 2682 2662 2636 2601 2580 2559 255 64 191 70 121
is_linear=0
shrinkage=0.1


Tree=9669
num_leaves=31
num_cat=0
split_feature=132 399 1203 47 10 33 47 47 46 47 49 1 1 13 43 1447 480 3 480 483 483 1 12 4 52 155 15 0 1 15
split_gain=4.96319e-11 2.62159e-10 1.20929e-10 6.17252e-11 4.97097e-10 4.63482e-10 1.75392e-10 1.24096e-10 9.07361e-11 2.2344e-10 1.12365e-10 6.71087e-11 9.59522e-10 1.94311e-09 7.3472e-10 2.34594e-10 2.26398e-10 3.24494e-10 1.73897e-10 1.58333e-10 3.0605e-10 2.17092e-10 3.68951e-10 1.16115e-10 2.41599e-10 1.9073e-10 1.42368e-10 3.414e-10 9.74013e-10 2.02082e-10
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.097970000000000015 0.090920000000000015 0.10253500000000002 0.10254000000000001 -0.013914999999999999 0.094220000000000012 0.092390000000000014 -0.081029999999999977 -0.036954999999999995 0.059120000000000013 0.106725 -0.075634999999999994 0.08976000000000002 0.10143000000000001 0.095250000000000015 0.096475000000000019 0.096295000000000019 -0.49405499999999997 -0.54663499999999987 0.081515000000000018 -0.015039999999999998 -0.075359999999999996 0.10723500000000001 -0.037864999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 -2 -6 11 9 -8 -11 12 15 -14 -15 16 -7 -18 19 20 21 22 -13 -23 -25 26 29 28 -28 -26
right_child=1 -3 -4 4 6 7 8 -9 -10 10 -12 18 13 14 -16 -17 17 -19 -20 -21 -22 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-2.2349563206927546e-08 -3.9577740930477986e-07 2.6436840313617961e-07 -2.8048600512420309e-07 5.2458327004956117e-07 -2.4998544176924045e-07 1.4635249455719418e-09 3.2087180509658237e-07 2.2590864539040468e-07 -1.7160924041803583e-07 2.1380346601063137e-07 -1.2293436344603526e-08 4.3026513250628152e-07 -1.1814796277489916e-06 4.3498340573933092e-07 -4.2217449902182125e-07 2.5718535580056464e-07 2.5261850814094152e-08 -5.2549301074122926e-07 3.0733258860155253e-07 -2.1345427457759048e-07 4.0088468817126952e-07 1.2701537399553379e-07 -9.1985616990086791e-08 -3.5329837016563818e-07 -4.706808727082506e-09 2.9553123564340928e-07 -8.5214229159191759e-07 4.8282780795716468e-08 -1.0493155338570598e-08 3.2316066246096397e-07
leaf_weight=196 30 38 20 20 24 1685 27 24 20 25 182 31 21 20 20 35 23 20 21 29 21 59 24 21 313 20 20 68 44 20
leaf_count=196 30 38 20 20 24 1685 27 24 20 25 182 31 21 20 20 35 23 20 21 29 21 59 24 21 313 20 20 68 44 20
internal_value=0 3.43415e-09 -4.62511e-08 -2.43404e-11 4.30572e-08 -5.02173e-09 8.41505e-09 -4.04691e-10 3.28308e-08 5.03044e-08 1.5013e-08 -2.56434e-09 -1.26185e-08 -4.02539e-07 6.40445e-09 8.72768e-10 -4.31875e-09 -2.30903e-07 2.39752e-08 1.50939e-08 2.54338e-08 1.27169e-08 2.02374e-07 -5.74525e-09 -2.12252e-08 -6.84682e-09 -1.98523e-08 -1.07737e-07 -2.73509e-07 1.49849e-08
internal_weight=0 2905 216 2867 298 2569 278 2539 254 234 207 2515 1824 61 40 1763 1728 43 691 670 641 620 55 565 506 485 465 132 64 333
internal_count=3121 2905 216 2867 298 2569 278 2539 254 234 207 2515 1824 61 40 1763 1728 43 691 670 641 620 55 565 506 485 465 132 64 333
is_linear=0
shrinkage=0.1


Tree=9670
num_leaves=31
num_cat=0
split_feature=1209 1429 156 46 52 52 1 159 157 484 15 52 43 42 1447 12 472 13 159 12 3 159 0 159 160 1447 482 482 1 482
split_gain=4.91819e-11 4.61427e-11 1.0606e-10 4.49992e-11 4.49506e-11 1.83257e-10 1.25326e-10 3.51941e-10 2.23832e-10 3.27243e-10 4.59392e-10 1.20392e-10 5.85217e-10 9.90215e-11 8.89451e-11 2.53178e-10 1.43671e-10 2.47497e-10 1.00353e-10 2.64465e-10 3.21225e-10 1.2627e-10 2.76234e-10 2.33107e-10 5.4527e-10 2.18607e-10 1.22119e-10 1.91024e-10 4.08945e-10 2.44001e-10
threshold=-0.14444499999999996 -0.23752499999999996 0.32523500000000005 0.10987500000000001 0.41423000000000004 0.40411000000000002 0.099400000000000002 -0.43709499999999996 -0.073574999999999988 -0.017214999999999998 0.11657500000000001 0.26746000000000009 -0.076124999999999984 0.089015000000000025 -0.086849999999999997 0.085325000000000012 -0.082054999999999975 -0.072309999999999985 -0.085179999999999992 0.083715000000000026 -0.080564999999999984 -0.025879999999999997 -0.084804999999999978 -0.015149999999999999 -0.14580499999999996 -0.079809999999999978 0.11117500000000001 0.098465000000000011 0.16540500000000002 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 11 8 -8 -6 -10 13 14 -13 -11 15 -3 17 -16 19 -18 -21 22 -20 24 -23 -25 27 28 29 -27
right_child=1 2 -4 -5 6 -7 7 -9 9 10 -12 12 -14 -15 16 -17 18 -19 21 20 -22 23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=1.5631160948714751e-07 -1.4531751734058287e-07 -6.9437419453526453e-08 2.2955605743391064e-07 1.4102492306862628e-07 -3.642400430910934e-07 2.2799280163862283e-07 3.8399861811523233e-07 -1.5047891415471378e-07 2.4988604164279642e-07 -1.1150522192854789e-07 -5.4363850300173259e-07 -3.9441967704622561e-07 2.2465259437336291e-07 1.5234152442644699e-07 -4.2931352867624036e-07 3.2913107349467435e-07 -1.2459084210991734e-07 4.5516502397098836e-08 -4.3852288549200716e-07 4.3708345174309218e-07 -4.3733202955327972e-08 6.1477728664272045e-07 3.94811957390672e-09 -3.2433872534164993e-07 -9.2209988148776268e-08 9.0207716099886186e-10 2.3422955063200459e-07 -2.8925776598313132e-07 4.294683164248041e-07 -2.2924808923620577e-07
leaf_weight=20 22 34 20 22 26 35 22 28 29 33 21 37 26 25 21 30 32 23 21 33 24 20 43 21 24 2315 22 23 22 47
leaf_count=20 22 34 20 22 26 35 22 28 29 33 21 37 26 25 21 30 32 23 21 33 24 20 43 21 24 2315 22 23 22 47
internal_value=0 -1.00832e-09 2.27957e-11 -1.47791e-09 -2.5102e-09 5.79407e-10 -5.04159e-08 8.46912e-08 -1.00829e-07 -3.74153e-08 -1.4288e-07 -2.2451e-09 -1.3893e-07 2.22182e-09 8.8053e-10 1.17392e-07 -1.89045e-09 -1.81107e-07 1.08859e-09 1.05475e-07 2.34634e-07 -2.54329e-09 -1.41238e-07 1.01582e-09 2.29148e-07 -3.08124e-09 -3.03799e-10 -2.44744e-09 3.1961e-10 -3.67754e-09
internal_weight=0 3101 3079 3059 3037 2853 184 50 134 108 79 2818 63 58 2755 64 2691 44 2647 89 57 2558 64 2494 44 2450 2429 2407 2384 2362
internal_count=3121 3101 3079 3059 3037 2853 184 50 134 108 79 2818 63 58 2755 64 2691 44 2647 89 57 2558 64 2494 44 2450 2429 2407 2384 2362
is_linear=0
shrinkage=0.1


Tree=9671
num_leaves=31
num_cat=0
split_feature=10 0 15 16 11 142 43 43 43 1211 1 1 147 2 3 2 0 15 132 399 1211 3 132 43 147 42 0 52 2 147
split_gain=4.88576e-11 5.07111e-10 5.40025e-10 3.3985e-10 6.8593e-11 5.64764e-11 5.54633e-11 1.69018e-10 2.07171e-10 1.77054e-10 1.55649e-10 3.96645e-10 1.41439e-10 1.32114e-10 1.70424e-10 1.59714e-10 1.26652e-10 3.48739e-10 1.12648e-10 1.33357e-09 1.16116e-09 2.0712e-10 1.10258e-10 9.93977e-11 9.1e-11 8.61637e-11 1.46272e-10 1.45782e-10 1.1667e-10 8.04379e-11
threshold=-0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.059624999999999991 -1.0000000180025095e-35 -0.057499999999999989 0.062770000000000006 0.055925000000000009 0.05259500000000001 0.11541000000000001 0.090275000000000008 0.096325000000000008 0.099730000000000027 0.090675000000000019 -0.080104999999999996 0.084885000000000002 -0.10151999999999999 -0.097454999999999986 -0.083284999999999984 0.09141500000000001 0.099430000000000004 -0.084524999999999975 -0.044384999999999994 0.10915000000000001 0.093875000000000014 -0.074124999999999983 -0.073309999999999986 0.10347000000000002 0.11585500000000001 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6 7 8 9 12 13 -12 18 14 15 -8 -15 -18 19 21 22 -7 -20 -17 29 -19 -27 28 -28 -24
right_child=4 2 3 -5 5 6 10 -9 -10 -11 11 -13 -14 16 -16 23 17 25 20 -21 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-4.6330171267072726e-07 1.8259703776515208e-07 3.4810961329314851e-07 7.7103127704702967e-08 -4.0463727275837131e-07 -1.5839824044728735e-07 2.0683229686982135e-08 -1.9303651015434299e-07 2.1969615087638544e-07 -3.1615975657928176e-07 2.8940853828177381e-07 -5.2839849778203126e-07 -3.3682354030152286e-08 2.1677016272017299e-07 1.5196952455417329e-07 3.2117383679519665e-07 2.8007995173208077e-07 -4.6396517845437306e-07 1.6197718989154794e-07 2.1704795614141405e-07 8.4018837920751821e-07 -7.4309668347961553e-07 -3.362414989147683e-07 1.920506132679135e-09 -1.7991879005797995e-09 -1.8815247676684522e-07 -2.2859287290256202e-07 2.9525343230509619e-07 -1.863512791612179e-07 -3.8463791725007471e-08 2.0334178913117287e-07
leaf_weight=25 21 36 32 27 22 72 24 37 20 22 21 71 31 26 25 22 21 21 24 20 21 21 2288 29 25 34 22 21 20 20
leaf_count=25 21 36 32 27 22 72 24 37 20 22 21 71 31 26 25 22 21 21 24 20 21 21 2288 29 25 34 22 21 20 20
internal_value=0 -6.25709e-08 4.28846e-08 -1.43354e-07 2.50044e-09 1.2313e-09 2.41854e-09 7.49157e-09 4.42934e-09 6.94969e-09 -3.45421e-08 -1.46607e-07 4.48574e-09 4.36331e-09 9.50605e-08 1.96894e-08 -5.06047e-08 -8.84963e-08 1.8439e-09 9.93972e-08 -2.79173e-09 -5.99127e-08 3.80411e-09 1.19796e-07 1.61043e-09 -2.16755e-08 -6.14354e-08 2.87766e-08 1.3634e-07 3.66592e-09
internal_weight=0 120 95 59 3001 2980 2958 2601 2564 2544 357 92 2522 265 100 75 165 139 2491 113 2378 93 2357 51 2333 118 97 63 42 2308
internal_count=3121 120 95 59 3001 2980 2958 2601 2564 2544 357 92 2522 265 100 75 165 139 2491 113 2378 93 2357 51 2333 118 97 63 42 2308
is_linear=0
shrinkage=0.1


Tree=9672
num_leaves=31
num_cat=0
split_feature=147 147 150 49 147 40 42 1212 1212 1212 1212 1212 0 401 1210 1210 1208 42 13 1208 42 1456 15 153 1211 1 12 401 43 133
split_gain=4.79401e-11 9.90398e-11 5.72511e-11 3.47838e-10 1.24377e-10 5.3325e-11 6.09388e-11 5.60336e-11 7.94598e-11 1.66948e-10 1.47677e-10 1.0096e-10 7.31678e-11 9.59906e-11 6.71324e-11 7.01322e-11 7.9418e-11 7.29271e-11 2.77355e-10 1.48664e-10 6.54923e-11 1.01672e-10 1.79256e-10 1.0318e-10 7.76616e-11 2.51891e-10 2.94368e-10 1.79387e-10 1.20591e-10 9.99407e-11
threshold=0.11204500000000002 0.099730000000000027 0.12640500000000002 -0.045154999999999994 0.092070000000000013 -0.24134999999999998 0.15432000000000004 -0.52517999999999987 -0.09386499999999999 -0.088629999999999987 -0.073259999999999978 -0.055019999999999993 -0.079459999999999989 0.076195000000000013 -0.40154499999999999 -0.15347999999999998 0.11846000000000001 0.120215 -0.049279999999999997 0.089655000000000012 0.11799500000000002 0.11510000000000002 -0.065449999999999994 1.0000000180025095e-35 0.09030500000000001 0.089475000000000013 0.090165000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 0.50628500000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 -7 12 -10 -11 -12 13 -9 -13 -16 17 19 -19 20 21 23 -23 24 27 26 28 -17 -26 -29
right_child=-2 -3 3 -5 -6 6 -8 8 9 10 11 14 -14 -15 15 16 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-1.4930327303375181e-07 -1.4078601801396457e-07 2.034468276216709e-07 1.3855070000496589e-07 -3.7463853504959844e-07 1.9150492751323862e-07 1.6164581583531063e-07 1.3982910927772476e-07 -9.9917046397352432e-09 2.4822733187782566e-07 -2.1867944234776175e-07 2.141699109291618e-07 1.730686937600529e-07 2.6135099062685187e-08 -2.621494007352491e-07 -1.8436054054810876e-07 -3.0319475158080422e-07 1.9280606811851917e-07 4.1663734474571937e-08 -3.8685051241995815e-07 2.3365570579922286e-07 -1.7809766512349207e-07 3.6909526976103283e-07 -5.4291458653210613e-08 -2.1890596026772546e-07 3.2033984155077632e-07 3.3935593816940878e-07 -2.9065835951769263e-07 -4.9923523027985356e-09 -9.1026191739729257e-09 1.6290225204329545e-07
leaf_weight=24 24 24 28 25 34 21 31 26 27 31 22 22 34 36 21 20 21 44 23 27 21 20 20 22 20 28 25 2339 25 36
leaf_count=24 24 24 28 25 34 21 31 26 27 31 22 22 34 36 21 20 21 44 23 27 21 20 20 22 20 28 25 2339 25 36
internal_value=0 1.09367e-09 -4.86699e-10 -1.0352e-07 1.3215e-09 -8.44022e-10 3.58889e-10 -1.11623e-09 -2.2908e-09 7.61313e-10 -1.6361e-09 8.05246e-10 -9.17559e-08 -1.56406e-07 -9.1166e-10 -2.32301e-09 -9.02423e-10 -2.42597e-09 -1.05438e-07 2.25513e-10 -2.22115e-09 -7.75594e-10 1.57402e-07 -3.29134e-09 -1.3886e-09 8.58647e-08 -1.55318e-08 -4.95888e-09 1.37316e-07 -2.44742e-09
internal_weight=0 3097 3073 53 3020 2986 2962 2931 2910 2814 2787 2756 96 62 2734 2712 2691 2670 67 2603 2576 2555 40 2515 2493 98 70 2395 45 2375
internal_count=3121 3097 3073 53 3020 2986 2962 2931 2910 2814 2787 2756 96 62 2734 2712 2691 2670 67 2603 2576 2555 40 2515 2493 98 70 2395 45 2375
is_linear=0
shrinkage=0.1


Tree=9673
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 49 157 1429 475 1429 475 157 2 0 157 157 157 1371 1453 1445 1447 1446 480 481 403 1447 160 480 1456 472 159
split_gain=4.61469e-11 7.34917e-11 5.82688e-11 6.29777e-11 1.62071e-10 1.62898e-10 5.005e-11 7.04777e-11 7.77887e-11 6.23005e-11 4.61335e-11 3.66571e-10 7.21235e-10 2.80523e-10 1.79948e-10 1.60017e-10 7.78248e-11 7.03134e-11 8.60447e-11 8.17517e-11 1.40193e-10 2.80084e-10 9.2222e-11 1.30861e-10 1.06867e-10 2.13306e-10 9.58837e-11 1.43879e-10 6.69408e-11 7.10927e-11
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.060529999999999994 0.086815000000000017 -0.00078499999999999989 -0.0091699999999999993 0.058495000000000012 0.12387000000000002 -0.47599999999999992 -0.087424999999999989 0.087470000000000006 -0.085669999999999982 -0.086394999999999986 -0.085474999999999982 -0.083699999999999983 0.08976000000000002 0.088260000000000019 1.0000000180025095e-35 0.059120000000000013 -0.088809999999999986 0.11387000000000001 -0.087424999999999989 -0.55327499999999985 -0.086424999999999988 -0.55323499999999981 0.10272000000000002 0.11253500000000001 -0.082054999999999975 -0.47215999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -5 8 9 -8 11 -11 -13 -12 -15 -16 17 18 19 20 -17 22 -22 -24 -25 -26 27 28 -27 -30
right_child=1 2 3 6 -6 -7 7 -9 -10 10 13 12 -14 14 15 16 -18 -19 -20 -21 21 -23 23 24 25 26 -28 -29 29 -31
leaf_value=-1.3813702774238362e-07 1.7915273345984728e-07 -1.5231445183871984e-07 4.0993180497090569e-07 -1.4490392755324895e-07 -1.3181589267219351e-07 1.1159814619077226e-08 1.7565993562840276e-07 1.3723974570832464e-07 -1.8897501945502882e-07 1.7527307706263618e-07 3.3440877894008735e-07 -6.6238204203913311e-07 4.7110302372594137e-08 -2.7470951099080787e-07 2.8213188130621352e-07 -2.6597066096201164e-07 -1.8104255990654869e-07 1.3673639151156259e-07 -2.0871002082145651e-07 1.7946736556950782e-07 -1.5583933875317458e-07 3.5509485394930547e-07 2.0331202149793992e-07 -1.8793122264117215e-07 3.2415233548022115e-07 -1.8105045285210508e-07 1.8023384948305323e-07 -2.354367550365337e-07 1.5388995427852495e-07 -3.6477689292736156e-09
leaf_weight=24 23 25 21 24 20 20 20 37 22 38 25 23 38 24 20 20 24 37 20 25 39 22 31 31 20 21 28 27 29 2343
leaf_count=24 23 25 21 24 20 20 20 37 22 38 25 23 38 24 20 20 24 37 20 25 39 22 31 31 20 21 28 27 29 2343
internal_value=0 1.06391e-09 -2.68575e-10 9.78112e-10 1.01565e-07 2.15409e-07 -1.07536e-09 8.92411e-11 -1.64447e-09 -2.25786e-10 -1.4451e-09 -6.85275e-08 -2.20403e-07 9.38661e-10 -2.08081e-09 3.09799e-10 -1.76471e-09 -1.66987e-10 -2.07415e-09 -5.06352e-10 -2.22958e-09 -1.93753e-10 -3.23632e-09 -8.83939e-10 -3.41698e-09 -1.09934e-09 -3.75663e-09 -5.88544e-09 -3.29543e-09 -1.72172e-09
internal_weight=0 3097 3074 3049 61 41 2988 2964 2927 2905 2885 99 61 2786 2761 2737 2717 2693 2656 2636 2611 2591 2569 2530 2499 2468 2448 2420 2393 2372
internal_count=3121 3097 3074 3049 61 41 2988 2964 2927 2905 2885 99 61 2786 2761 2737 2717 2693 2656 2636 2611 2591 2569 2530 2499 2468 2448 2420 2393 2372
is_linear=0
shrinkage=0.1


Tree=9674
num_leaves=31
num_cat=0
split_feature=1429 156 132 1185 12 132 132 130 47 0 15 33 47 3 47 3 484 1456 151 3 2 150 4 148 47 48 15 480 52 130
split_gain=4.94183e-11 9.57376e-11 4.25548e-11 2.53899e-10 1.22452e-10 2.82854e-10 5.67784e-11 9.53931e-11 5.08107e-11 4.67319e-10 1.1599e-09 3.76429e-10 2.85619e-10 1.70941e-10 9.94528e-11 6.36476e-11 6.76834e-11 1.29901e-10 6.17377e-11 2.39405e-10 6.30345e-10 7.0067e-10 1.19708e-10 9.55771e-11 7.81661e-11 6.94899e-11 6.88928e-11 1.66296e-10 1.48082e-10 9.20259e-11
threshold=-0.23752499999999996 0.32523500000000005 -0.083174999999999985 -0.083264999999999992 0.090165000000000009 -0.1075 -0.41127499999999995 0.115025 0.094160000000000008 -0.10151999999999999 -0.11713499999999999 -1.0000000180025095e-35 0.09717000000000002 0.10299500000000002 0.090920000000000015 -0.096099999999999977 -0.078424999999999981 -0.052299999999999992 -0.10737499999999998 -0.087429999999999994 0.087545000000000026 0.10874500000000002 -0.0047449999999999992 -0.098399999999999974 0.088195000000000009 -0.09386499999999999 0.12044500000000001 0.11747 0.17829500000000004 -0.22699999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 -6 11 10 13 -5 -11 -10 18 -14 -17 -18 19 -13 -21 22 -22 -20 25 -25 27 29 -28 -27
right_child=1 -3 3 8 5 -7 -8 -9 9 12 -12 14 15 -15 -16 16 17 -19 23 20 21 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-1.4935460819613541e-07 2.4738910684183983e-08 2.1913486591529363e-07 3.4933081835896745e-07 -3.5636236437615785e-07 1.6192099514875317e-07 -4.414497128250745e-07 -1.3947679239238149e-07 -1.2857206023397795e-07 -1.6383308602504108e-07 -4.0088759810430481e-07 8.2587615940118066e-07 3.4333972207889477e-07 -1.3203328084188115e-07 1.6598579465511594e-07 2.0256328516765621e-07 -1.1822649437220889e-07 2.8756061965395934e-07 1.0309811886168272e-08 -2.1787102116918721e-07 -4.1177066594644673e-07 -2.2258161800953697e-07 6.5554918279531197e-07 1.0370031190469174e-07 -1.3752735476081447e-07 -1.6966622268402685e-07 -2.0868872053505413e-07 -1.2667409598302965e-08 -2.9004847323932381e-07 2.4387582027903443e-07 1.6687712358251346e-09
leaf_weight=22 121 20 21 30 26 22 31 20 30 20 24 25 32 33 24 28 20 109 21 27 22 20 23 37 28 21 60 20 36 2148
leaf_count=22 121 20 21 30 26 22 31 20 30 20 24 25 32 33 24 28 20 109 21 27 22 20 23 37 28 21 60 20 36 2148
internal_value=0 1.0526e-09 -3.63976e-10 2.89719e-09 -4.27444e-08 -1.25224e-07 -3.48737e-08 3.56197e-08 3.33733e-10 3.95452e-08 2.34294e-07 -4.2322e-09 -4.15224e-08 8.92918e-09 -2.68255e-11 -3.49431e-09 2.27047e-08 5.32944e-08 -1.98107e-09 6.89315e-08 -5.63601e-09 1.63066e-07 -5.58153e-08 -5.48034e-09 -3.58238e-09 -1.57965e-09 6.21695e-10 -3.01458e-09 8.35363e-08 -3.67885e-10
internal_weight=0 3099 3079 2859 220 99 77 46 2838 296 87 2542 209 63 2512 189 157 129 2488 117 92 65 45 2371 2350 2322 2285 2189 96 2169
internal_count=3121 3099 3079 2859 220 99 77 46 2838 296 87 2542 209 63 2512 189 157 129 2488 117 92 65 45 2371 2350 2322 2285 2189 96 2169
is_linear=0
shrinkage=0.1


Tree=9675
num_leaves=31
num_cat=0
split_feature=472 1429 1425 448 0 44 12 130 10 0 0 150 33 15 484 475 150 484 1 0 1454 474 13 4 133 484 483 12 484 52
split_gain=4.81327e-11 6.9213e-11 4.80348e-11 4.61101e-11 9.56121e-11 4.54272e-11 4.8289e-11 1.06719e-10 6.11477e-11 5.81464e-10 5.70793e-10 2.13611e-10 8.71945e-11 6.81829e-11 4.99069e-11 5.16581e-10 3.66425e-10 2.52762e-10 2.43097e-10 5.10196e-10 3.71167e-10 3.0135e-10 2.90096e-10 1.99612e-10 1.87185e-10 1.76564e-10 1.4655e-10 1.58859e-10 1.10996e-10 1.01153e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.10034500000000002 0.068920000000000023 -0.26609999999999995 0.087770000000000015 0.23631000000000002 -0.22461999999999996 -0.011559999999999999 -0.10224499999999999 -0.084804999999999978 0.085210000000000022 -1.0000000180025095e-35 0.17980000000000004 0.085790000000000019 -0.085774999999999976 0.10874500000000002 0.073690000000000019 0.085475000000000009 -0.067624999999999977 0.097395000000000023 0.086080000000000018 -0.085584999999999981 -0.031404999999999995 -1.0000000180025095e-35 0.058970000000000009 0.10083000000000002 0.08493500000000001 0.036420000000000008 0.10611000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 9 -9 -11 -12 -10 14 17 -16 18 25 19 20 21 22 -17 -20 -19 28 27 -24 29 -14
right_child=1 2 -4 -5 5 -7 -8 8 12 10 11 -13 13 -15 15 16 -18 24 23 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.4107698783997573e-07 1.7391418491224219e-07 2.0966033324818701e-07 -1.3555221850280163e-07 -1.5039113719694798e-07 1.9812650935835807e-07 1.1893931566309136e-07 -1.5195084017705086e-07 -5.4678495959964699e-07 1.767531939224552e-07 4.4134101216286583e-07 -2.7409734384660456e-07 1.3153553268807627e-07 6.2229206031888359e-09 1.4015120611244423e-07 -4.5813443515877837e-07 -4.9481142719349182e-07 4.1277131842321072e-07 2.6862668900059473e-08 3.810622889233173e-07 -5.1092816678332246e-07 3.7070490819246518e-07 2.4098551874441822e-07 -2.4385244046243318e-09 1.7016171262568726e-08 3.6367969402583571e-07 -2.9178121462250388e-07 1.5057380394978284e-07 -3.8404144532933058e-07 2.0105890207054878e-07 -4.997154357094483e-08
leaf_weight=24 23 22 26 20 27 32 21 21 28 25 37 20 1984 34 27 22 20 33 20 26 20 21 24 61 33 21 20 20 27 382
leaf_count=24 23 22 26 20 27 32 21 21 28 25 37 20 1984 34 27 22 20 33 20 26 20 21 24 61 33 21 20 20 27 382
internal_value=0 1.08733e-09 -2.05783e-10 9.48747e-10 1.94835e-09 4.28169e-10 -8.47001e-10 2.2756e-10 -1.59857e-09 -7.72801e-08 4.2959e-08 -1.3177e-07 1.16274e-09 -5.96304e-10 -2.32952e-09 -4.22706e-08 1.9354e-09 2.19606e-09 -3.31788e-08 -1.0734e-07 -2.4716e-08 -9.86265e-08 -1.81555e-07 1.06904e-07 1.95271e-07 -3.08271e-09 -7.38731e-08 -1.75894e-07 -5.49212e-10 -2.8499e-09
internal_weight=0 3097 3074 3048 3028 3006 2974 2953 2926 103 82 57 2823 2795 2761 281 254 2480 234 153 127 107 86 81 66 2414 64 44 2393 2366
internal_count=3121 3097 3074 3048 3028 3006 2974 2953 2926 103 82 57 2823 2795 2761 281 254 2480 234 153 127 107 86 81 66 2414 64 44 2393 2366
is_linear=0
shrinkage=0.1


Tree=9676
num_leaves=31
num_cat=0
split_feature=1429 156 480 133 133 12 480 42 402 1447 133 133 403 1373 457 151 0 0 1209 2 1210 16 52 12 2 15 12 2 2 1452
split_gain=5.01048e-11 8.76643e-11 4.54889e-11 4.52909e-11 5.59965e-10 1.29201e-09 3.39087e-10 1.17466e-09 5.56585e-10 3.31442e-10 3.20955e-10 2.88951e-10 1.82153e-10 1.75491e-10 4.46301e-10 2.45105e-10 1.51987e-10 4.63112e-10 4.21801e-10 3.44488e-10 2.81168e-10 1.80711e-10 2.94652e-10 2.82124e-10 4.96535e-10 2.82625e-10 2.85036e-10 2.8066e-10 4.28326e-10 1.43321e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.092774999999999982 0.091935000000000003 0.090445000000000011 0.088435000000000014 0.086995000000000017 0.091205000000000008 0.10874500000000002 0.059120000000000013 0.089595000000000022 0.088820000000000024 -0.55276999999999987 0.081220000000000014 -0.078789999999999985 -0.27559499999999998 -0.090809999999999988 -0.086934999999999985 -0.077594999999999983 0.093680000000000013 -0.0087899999999999975 -0.079734999999999986 1.0000000180025095e-35 0.097325000000000009 0.097220000000000015 -0.059484999999999989 0.10312500000000001 0.09358000000000001 0.091265000000000013 0.107895
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 -6 8 -8 12 10 11 13 -5 15 -15 -4 19 -18 -19 -14 -20 22 -22 24 27 -25 -27 28 -23 -17
right_child=1 -3 3 6 5 -7 7 -9 -10 -11 -12 -13 16 14 -16 29 17 18 20 -21 21 23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-1.5037877412799555e-07 1.2659312866552291e-07 2.0975415282009636e-07 2.782143636870911e-07 -3.0422365536641007e-07 -1.0494208721764963e-07 9.5549570445996333e-07 -8.7245081715536808e-07 9.8779191813319453e-08 5.1507043281162628e-07 -3.2188982848069262e-07 -2.9851688326841344e-07 3.517555166846857e-07 3.3838323038499104e-07 1.3719073799694817e-08 -5.5211886277106722e-07 6.6791391961469186e-09 -4.1936157375806908e-07 4.010031721494538e-07 -3.5550742757095581e-07 -8.7568633215339969e-08 3.7148354872821682e-07 -7.813836875781913e-10 -3.3109702270748028e-08 -2.3229498165868619e-07 -4.4417026056240317e-07 3.8921616164446151e-07 -8.8737673545561059e-09 2.6124103927626354e-07 -5.2089849965852864e-07 -2.0984416826121883e-07
leaf_weight=22 28 20 33 22 27 20 20 33 20 32 35 24 37 46 20 2206 29 24 25 39 30 76 45 21 38 35 37 26 20 31
leaf_count=22 28 20 33 22 27 20 20 33 20 32 35 24 37 46 20 2206 29 24 25 39 30 76 45 21 38 35 37 26 20 31
internal_value=0 1.06959e-09 -2.85942e-10 -1.45035e-09 4.43364e-09 3.46308e-07 -2.66791e-08 -2.67723e-07 -2.29876e-09 -2.18692e-09 2.08469e-09 6.54276e-09 -2.28293e-08 2.99606e-09 -1.57747e-07 7.66964e-09 -9.98556e-09 -3.42809e-08 -4.6593e-09 1.19803e-07 -3.22398e-08 -7.60045e-09 1.28728e-07 -4.80139e-08 -1.28522e-07 9.04951e-08 1.84642e-07 -3.02056e-08 -1.09139e-07 3.67859e-09
internal_weight=0 3099 3079 3051 2474 47 577 53 524 2427 2395 2360 504 2336 66 2270 482 406 377 76 353 328 75 253 160 93 72 122 96 2237
internal_count=3121 3099 3079 3051 2474 47 577 53 524 2427 2395 2360 504 2336 66 2270 482 406 377 76 353 328 75 253 160 93 72 122 96 2237
is_linear=0
shrinkage=0.1


Tree=9677
num_leaves=31
num_cat=0
split_feature=157 481 2 3 484 133 481 3 1455 160 1456 42 1456 158 482 52 39 3 3 47 47 2 47 3 3 48 52 1 1456 480
split_gain=5.2988e-11 5.42527e-11 5.89626e-10 9.31336e-10 5.72679e-10 3.09432e-10 6.89017e-11 2.60573e-10 9.94721e-11 2.33059e-10 1.86439e-10 3.07631e-10 2.32555e-10 1.3722e-10 1.32676e-10 2.30897e-10 2.17391e-10 1.92343e-10 2.50125e-10 6.58953e-11 6.34935e-11 4.69877e-10 2.942e-10 1.18265e-10 1.64467e-10 1.49072e-10 1.06071e-10 1.10257e-10 9.53761e-11 1.21194e-10
threshold=-0.50331999999999988 -0.086484999999999992 0.092875000000000013 -0.071799999999999989 -0.081614999999999979 0.086990000000000012 -0.082304999999999989 -0.085709999999999995 -0.094999999999999987 -0.072114999999999985 -0.15308499999999997 0.085465000000000013 -0.089134999999999978 -0.47060499999999994 0.090355000000000005 0.12445000000000002 0.15619500000000003 -0.049509999999999992 -0.083924999999999986 0.13975500000000002 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.078084999999999988 -0.074939999999999993 0.10583500000000001 -0.14488499999999996 0.08592000000000001 0.11585000000000002 0.10272000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -3 9 -8 11 -10 -12 -14 16 17 19 18 -16 20 22 -22 28 25 -25 26 -23 -28 29 -15
right_child=1 6 -4 -5 -6 -7 8 -9 10 -11 12 -13 13 14 15 -17 -18 -19 -20 -21 21 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-1.3008717853461996e-07 1.5449839880776752e-07 -3.1860795642403773e-07 5.4776559723211996e-07 -6.4378999233838394e-07 5.8242705677002963e-07 -3.3268583530860436e-07 4.0619907906602751e-07 1.4737916341714265e-07 6.1058229867683174e-08 -2.1723512466970925e-08 3.32688534312876e-07 -4.935870200029058e-07 -2.0100582023938867e-07 -1.2299829959640642e-09 -6.5700699479975819e-08 3.7069648448970422e-07 -3.2356798207561475e-07 -1.8821495446959323e-07 4.0244169559584755e-07 1.4936049337103246e-07 -5.1457575722224647e-07 -1.3552486052503811e-08 3.8494778152653459e-07 3.0870910687023451e-07 4.776981994774928e-09 6.0913191409402631e-08 -1.2699030558967667e-07 -4.449042594956154e-07 -1.8367798933890561e-07 1.6450177191195002e-07
leaf_weight=31 32 28 21 20 20 22 20 21 20 35 21 20 34 2265 25 26 21 27 21 29 20 25 20 21 117 42 24 20 28 45
leaf_count=31 32 28 21 20 20 22 20 21 20 35 21 20 34 2265 25 26 21 27 21 29 20 25 20 21 117 42 24 20 28 45
internal_value=0 1.30685e-09 6.87016e-08 -3.83234e-08 1.25316e-07 -4.39841e-08 -1.29832e-09 -1.18899e-07 6.71068e-10 1.33885e-07 -1.88092e-09 -2.16264e-07 1.14817e-09 -1.32954e-09 1.11607e-09 1.14799e-07 -3.08811e-09 2.36569e-08 1.48016e-07 -5.54192e-10 -2.20913e-09 -4.8238e-08 3.04183e-09 -1.07812e-08 5.10275e-08 -8.76244e-08 -1.78039e-07 -2.71497e-07 -2.25114e-10 1.99856e-09
internal_weight=0 3090 115 94 74 54 2975 49 2926 55 2871 40 2831 2810 2776 99 2677 73 46 2656 2627 269 2358 249 138 111 69 44 2338 2310
internal_count=3121 3090 115 94 74 54 2975 49 2926 55 2871 40 2831 2810 2776 99 2677 73 46 2656 2627 269 2358 249 138 111 69 44 2338 2310
is_linear=0
shrinkage=0.1


Tree=9678
num_leaves=31
num_cat=0
split_feature=32 34 34 3 9 16 2 16 13 45 16 151 52 457 12 1210 1210 12 132 12 16 4 4 2 0 12 133 51 0 151
split_gain=4.92048e-11 6.10464e-11 6.26623e-11 2.60474e-10 1.76931e-10 2.49516e-10 1.80711e-10 5.68568e-10 5.25041e-11 5.24295e-11 4.9697e-11 2.26543e-10 2.18609e-10 1.65857e-10 1.35141e-10 8.79515e-10 7.48328e-10 4.0283e-10 3.12463e-10 2.58383e-10 4.54584e-10 1.70066e-10 3.7716e-10 1.76843e-10 2.79388e-10 2.91067e-10 2.11164e-10 1.54162e-10 5.23131e-10 1.67035e-10
threshold=1.0000000180025095e-35 -0.09225499999999999 -0.057544999999999992 -0.014944999999999998 0.091600000000000015 -0.059624999999999991 -1.0000000180025095e-35 -0.056919999999999991 -0.011914999999999999 0.094030000000000016 -0.083134999999999987 0.086470000000000005 -0.080979999999999983 0.11612500000000002 0.088245000000000004 -0.076234999999999983 -0.091799999999999979 0.088485000000000022 0.088890000000000011 0.10832500000000002 -0.13941499999999998 0.24564500000000003 0.10528000000000001 0.092480000000000021 -0.085804999999999979 0.093105000000000007 -0.14717499999999997 0.081440000000000026 -0.14001499999999997 -0.092724999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 -4 -5 10 11 12 -8 14 16 -16 -14 -17 19 21 -21 22 23 24 26 -26 -19 29 -29 -18
right_child=-2 2 4 8 5 -7 9 -9 -10 -11 -12 -13 13 -15 15 17 27 18 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.6005822735346936e-07 1.3197082243518059e-07 3.5084502027871167e-07 -1.4141478805354185e-07 5.1744378094467505e-08 1.1750254600428889e-08 -4.6213210897150247e-07 2.3150085542372128e-07 5.7827243857727382e-07 -1.7464910833098203e-07 -1.2039118041223667e-07 8.9446829924218013e-09 -2.8931851841681091e-07 -6.5925383438525389e-07 2.5162290507358363e-07 6.6442110451703235e-07 -4.5299872326154399e-07 -2.5841321681460055e-07 6.8104715523986676e-08 -2.790413923664199e-07 7.3318399116292211e-08 -4.5020959823381818e-07 -1.0118450066880332e-07 4.823431064201382e-07 -1.3437944179090113e-07 -1.286278221228217e-07 2.7227604719984001e-07 4.5095278356989323e-07 -5.4046707379029608e-07 2.5710372081912867e-08 3.0999128570939514e-09
leaf_weight=24 28 25 23 21 25 20 36 21 20 37 1885 30 20 22 20 20 26 25 34 43 27 39 26 33 55 27 34 25 47 403
leaf_count=24 28 25 23 21 25 20 36 21 20 37 1885 30 20 22 20 20 26 25 34 43 27 39 26 33 55 27 34 25 47 403
internal_value=0 -1.19157e-09 5.07886e-11 9.6436e-08 -2.06757e-09 -1.98864e-07 9.26295e-10 2.02072e-07 -5.86915e-08 -2.11091e-09 -5.89756e-10 -1.87071e-08 -1.02681e-08 -1.96673e-08 -2.62695e-08 1.88256e-08 -5.942e-08 -1.67444e-08 8.69319e-09 4.03533e-08 -1.28614e-07 8.98416e-08 1.27092e-07 7.40081e-08 1.2278e-07 3.37711e-09 2.88729e-07 -3.54746e-08 -1.70879e-07 -1.27494e-08
internal_weight=0 3093 3069 66 3003 45 2958 44 41 2914 2877 992 962 926 904 383 521 363 343 309 70 239 200 174 141 82 59 501 72 429
internal_count=3121 3093 3069 66 3003 45 2958 44 41 2914 2877 992 962 926 904 383 521 363 343 309 70 239 200 174 141 82 59 501 72 429
is_linear=0
shrinkage=0.1


Tree=9679
num_leaves=31
num_cat=0
split_feature=472 1429 156 51 156 3 159 1428 475 474 474 475 13 0 16 1374 0 474 1453 1375 150 160 133 16 157 156 157 3 48 457
split_gain=4.92936e-11 7.87029e-11 4.44426e-11 1.26879e-10 5.55586e-11 9.04567e-11 7.24821e-11 6.46765e-11 7.84501e-11 7.81433e-11 2.96797e-10 2.74686e-10 1.53628e-10 1.4215e-10 9.88243e-11 8.69392e-11 2.45694e-10 8.63809e-11 1.10792e-10 9.18451e-11 3.56146e-10 4.31166e-10 3.9028e-10 2.38985e-10 1.42549e-10 8.10782e-10 2.54827e-10 2.48251e-10 1.48189e-10 9.29142e-11
threshold=-0.38234499999999999 -0.23587499999999997 0.12734000000000004 -0.093639999999999987 0.10788500000000002 -0.082039999999999988 0.11389500000000001 -0.020064999999999996 0.058495000000000012 0.090440000000000006 0.089130000000000015 -0.065099999999999977 -0.052719999999999996 -0.085754999999999984 0.18438500000000005 -0.096434999999999979 -0.085669999999999982 0.088435000000000014 -0.087504999999999986 0.060690000000000008 0.090480000000000019 0.089640000000000011 0.086910000000000015 -0.010699999999999999 -0.086284999999999987 0.087380000000000013 -0.083614999999999981 -0.082404999999999992 0.086565000000000017 -0.10142499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 7 -6 -7 -3 9 10 15 12 13 -11 -15 16 -9 18 -17 24 21 22 -21 -24 25 27 -26 -20 -29 -28
right_child=1 2 3 -5 5 6 -8 8 -10 11 -12 -13 -14 14 -16 17 -18 -19 19 20 -22 -23 23 -25 26 -27 29 28 -30 -31
leaf_value=-1.4275724045849831e-07 1.8540605439724183e-07 -1.6462796625186609e-07 7.1378712329121872e-08 -2.7623712242075274e-07 -6.1569807814584203e-08 2.6539106105983907e-07 3.5452864930964379e-08 -3.2834425606357143e-07 1.5121858559589732e-07 1.426945069127328e-07 3.5199860963786024e-07 -3.2627667581860725e-07 2.1063031930958056e-07 -3.3400219140709113e-07 -2.3403891304951688e-08 -1.8538700707892986e-07 1.1822785976081916e-07 1.9419539695342754e-07 3.4011484729035151e-07 -1.2314481880635086e-07 4.6137671975408191e-07 -3.9407113945344467e-07 9.2464754870780742e-08 5.754706842253655e-07 3.5765407531584973e-07 -6.6843647610020145e-07 -2.1019906847912008e-07 -2.8541146292582196e-07 8.6777076268657299e-08 1.0652906143933932e-09
leaf_weight=24 23 24 21 21 29 29 26 28 34 20 24 33 27 21 20 32 22 23 20 36 21 21 21 20 20 21 21 20 23 2396
leaf_count=24 23 24 21 21 29 29 26 28 34 20 24 33 27 21 20 32 22 23 20 36 21 21 21 20 20 21 21 20 23 2396
internal_value=0 1.11135e-09 -2.67561e-10 -1.02429e-07 1.14761e-09 8.13404e-08 1.56693e-07 -1.1374e-09 2.04523e-10 -1.57211e-09 1.86527e-09 -8.02343e-08 1.20316e-08 -7.58727e-08 -1.82491e-07 -1.196e-09 -1.31853e-07 1.22805e-09 -4.3297e-10 1.8089e-09 8.76586e-08 7.57619e-09 1.17116e-07 3.28077e-07 -2.24351e-09 -1.30324e-07 2.17125e-09 4.90467e-08 -8.63339e-08 -7.70271e-10
internal_weight=0 3097 3074 42 3032 84 55 2948 2924 2890 2769 121 88 61 41 2745 50 2695 2672 2640 119 98 77 41 2521 84 2437 63 43 2417
internal_count=3121 3097 3074 42 3032 84 55 2948 2924 2890 2769 121 88 61 41 2745 50 2695 2672 2640 119 98 77 41 2521 84 2437 63 43 2417
is_linear=0
shrinkage=0.1


Tree=9680
num_leaves=31
num_cat=0
split_feature=1429 471 11 16 155 3 32 33 47 9 47 1366 124 52 48 31 15 2 15 2 132 1203 1185 1186 394 129 482 159 42 2
split_gain=4.3133e-11 1.01304e-10 1.08466e-10 3.63069e-10 1.76324e-10 9.41757e-11 5.87643e-11 6.72928e-11 6.2383e-11 4.91963e-10 4.78579e-10 1.06815e-10 7.32532e-11 1.5197e-10 1.10139e-10 9.32788e-11 8.09466e-11 6.13579e-10 4.91864e-10 1.37681e-10 1.36825e-10 1.11111e-09 7.87687e-10 1.26571e-10 1.08275e-10 2.82897e-10 1.01076e-10 3.27891e-10 3.26495e-10 1.42027e-10
threshold=0.12521000000000002 -0.085064999999999988 0.090070000000000025 0.62925500000000012 0.13782500000000003 -0.14847999999999997 1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.087755000000000014 0.096475000000000019 -0.082814999999999986 -0.086844999999999992 -0.080114999999999978 0.083685000000000009 -0.082169999999999979 -0.10203999999999998 -1.0000000180025095e-35 -0.096999999999999989 0.097220000000000015 -0.083284999999999984 0.089005000000000015 -1.0000000180025095e-35 0.089315000000000019 -0.11103499999999998 -1.0000000180025095e-35 0.090355000000000005 0.11058000000000003 0.10705500000000003 0.092480000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 6 -4 7 -3 9 11 -10 -9 13 14 -13 -14 17 -17 19 -18 21 -20 -22 24 -24 -26 27 28 29 -19
right_child=-2 2 3 -5 -6 -7 -8 8 10 -11 -12 12 15 -15 -16 16 18 26 20 -21 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.9749835397183584e-07 1.4639158106177776e-07 -1.6197710189876839e-07 -9.3177146404903919e-08 4.8464484375898559e-07 -2.9846067945982217e-07 1.435863199260114e-07 1.5530289670569649e-07 2.0128237445340765e-07 5.0311173771839481e-07 -3.8326947214904842e-07 8.2729789934303221e-09 5.3001509918715327e-08 -2.15343608206673e-07 -5.3156808470745147e-08 3.7724269800905447e-07 5.6665567303834258e-07 -5.4321692573466866e-07 9.5698907642827183e-08 -1.9305377185752093e-08 -1.7216251734453182e-07 -6.0570787819745997e-07 7.8216970379685334e-07 2.1883002134581193e-07 2.1102576110576123e-07 -3.4366311228950507e-07 -5.0464084095053298e-09 1.8117045827685962e-07 -4.0399406827873461e-07 3.6696186779631526e-07 -8.6296693603394991e-08
leaf_weight=26 20 26 42 20 20 28 24 26 21 34 282 20 21 38 22 21 20 65 128 20 22 20 21 27 25 1883 29 20 24 126
leaf_count=26 20 26 42 20 20 28 24 26 21 34 282 20 21 38 22 21 20 65 128 20 22 20 21 27 25 1883 29 20 24 126
internal_value=0 -9.36622e-10 7.25363e-10 1.08887e-07 -2.53581e-09 1.52824e-09 -5.39686e-10 -1.81144e-09 -3.82858e-10 -5.36537e-09 4.25687e-08 -3.8138e-10 -2.43595e-09 9.17426e-08 2.22842e-07 -5.4838e-09 -3.68573e-09 4.64139e-08 -1.02778e-08 -3.5769e-07 -3.74135e-09 8.90021e-08 -1.06807e-08 -3.98816e-09 -6.99769e-09 -9.48321e-09 5.03103e-09 -1.67053e-08 1.93215e-08 -2.4361e-08
internal_weight=0 3101 3075 90 2985 70 2965 2941 2915 2612 303 2578 2552 80 42 2472 2451 285 2166 40 2126 148 1978 1956 1929 1908 264 235 215 191
internal_count=3121 3101 3075 90 2985 70 2965 2941 2915 2612 303 2578 2552 80 42 2472 2451 285 2166 40 2126 148 1978 1956 1929 1908 264 235 215 191
is_linear=0
shrinkage=0.1


Tree=9681
num_leaves=31
num_cat=0
split_feature=9 10 0 9 12 132 1185 1203 97 9 0 45 3 3 0 3 124 0 1429 474 2 16 52 1374 160 160 150 2 51 150
split_gain=5.7053e-11 1.12115e-10 1.90903e-10 1.26754e-10 8.96798e-11 5.55153e-11 2.73739e-10 9.60386e-11 4.69865e-11 6.36245e-11 8.67683e-11 5.90151e-11 5.05074e-11 1.62774e-10 6.8611e-10 1.53004e-10 2.96862e-10 1.25816e-10 1.59687e-10 1.92939e-10 1.33825e-10 1.09838e-09 4.73825e-10 2.72148e-10 2.66913e-10 4.65253e-10 1.8335e-10 1.91283e-10 1.85373e-10 2.23053e-10
threshold=0.092410000000000006 0.053330000000000009 -0.066689999999999985 0.087755000000000014 -0.010834999999999999 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.086244999999999988 -0.036024999999999995 0.0059850000000000016 0.094030000000000016 -0.016324999999999996 -0.047929999999999993 -0.059114999999999994 -0.0096849999999999974 -0.086724999999999983 0.051010000000000007 -0.026244999999999997 0.089265000000000011 0.08647500000000001 -0.056919999999999991 -0.046924999999999988 -0.094929999999999987 0.098320000000000005 0.086325000000000013 0.12068000000000002 0.092635000000000009 0.090230000000000019 0.084335000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -2 7 -7 -1 -8 10 -10 12 13 -11 -15 16 -14 18 -17 20 21 -20 -23 -22 25 26 27 -25 29 -29
right_child=4 2 -4 -5 -6 6 8 -9 9 11 -12 -13 15 14 -16 17 -18 -19 19 -21 23 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-2.4909915092584849e-08 2.514267160459776e-07 -3.8714556694685602e-07 4.4546494273217405e-08 2.4527135624095665e-07 -1.1031814726910246e-08 3.6221504593586796e-07 1.3627721688180829e-07 -2.2639949893093418e-07 1.5182288713578507e-09 7.498659697426531e-10 -2.6184504998189538e-07 -1.283471730825373e-07 -8.553911129638436e-08 3.1262824583068652e-08 -6.5106740098741512e-07 -2.3565497963212928e-07 4.2691465624172383e-07 2.0843418455006984e-07 5.9227453433628593e-07 2.5967231581584353e-07 -3.777627766577921e-07 1.2815148188849435e-07 -5.6019810884322402e-07 2.0439431685471231e-07 2.8874296406554223e-07 -4.0060008641357709e-07 3.0030047483364801e-07 -4.620006713802179e-08 1.2954792259540164e-07 -3.5312979227048099e-07
leaf_weight=191 23 20 21 21 30 21 25 27 29 2041 22 35 20 56 20 27 26 31 29 30 21 20 20 34 28 31 20 129 44 29
leaf_count=191 23 20 21 21 30 21 25 27 29 2041 22 35 20 56 20 27 26 31 29 30 21 20 20 34 28 31 20 129 44 29
internal_value=0 -1.78019e-09 -1.66035e-07 4.446e-10 1.02865e-07 -1.26577e-09 2.53432e-09 -4.9865e-08 -1.95457e-10 -1.43974e-09 -1.12089e-07 6.57303e-10 2.35729e-09 -4.60092e-09 -1.48298e-07 2.96867e-08 2.04109e-07 1.3412e-08 3.26078e-10 1.49732e-08 -3.15268e-09 1.23696e-07 -2.16023e-07 -2.9202e-08 -5.9646e-09 -3.47166e-08 9.58966e-09 -1.50469e-08 -5.19825e-08 -1.02535e-07
internal_weight=0 3068 41 3027 53 3006 2788 218 2767 2742 51 2691 2656 2117 76 539 46 493 462 435 405 69 40 336 315 287 256 236 202 158
internal_count=3121 3068 41 3027 53 3006 2788 218 2767 2742 51 2691 2656 2117 76 539 46 493 462 435 405 69 40 336 315 287 256 236 202 158
is_linear=0
shrinkage=0.1


Tree=9682
num_leaves=31
num_cat=0
split_feature=9 10 2 9 10 46 16 1456 158 1451 481 1213 484 484 4 1447 481 481 157 1456 12 3 479 2 1455 1456 16 4 51 52
split_gain=4.62132e-11 9.08126e-11 1.69415e-10 1.02671e-10 7.28377e-11 4.76143e-11 6.70761e-11 6.5362e-11 6.2651e-11 6.00721e-11 6.50242e-11 4.1257e-10 4.49238e-10 8.86781e-10 4.3832e-10 2.80695e-10 1.80025e-10 6.67291e-11 1.5644e-10 2.27559e-10 1.47453e-10 9.89198e-11 8.34231e-11 2.24469e-10 5.58475e-11 5.75234e-11 2.6525e-10 1.85175e-10 1.80708e-10 1.66016e-10
threshold=0.092410000000000006 0.053330000000000009 -0.15339499999999998 0.087755000000000014 0.09216000000000002 0.084955000000000017 -0.074319999999999983 0.11772000000000001 0.139155 0.091400000000000009 -0.081614999999999979 -0.086554999999999979 0.041405000000000004 -0.081614999999999979 -0.085594999999999991 -0.085644999999999985 -0.079764999999999989 -0.00058999999999999992 -0.06482499999999998 0.092265000000000014 0.091715000000000005 -0.077564999999999981 0.086465000000000014 0.094215000000000007 -0.14432499999999995 -0.079704999999999984 0.057265000000000003 -0.012509999999999999 -0.43587999999999999 -0.011499999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -2 7 -7 8 9 10 11 -1 13 14 -13 -16 -12 18 -18 20 21 -20 24 -24 -19 26 27 -26 -27 -29
right_child=4 2 -4 -5 -6 6 -8 -9 -10 -11 16 12 -14 -15 15 -17 17 22 19 -21 -22 -23 23 -25 25 28 -28 29 -30 -31
leaf_value=4.8594807083190978e-07 2.3729109929469077e-07 5.8863553036303524e-08 -3.4780774117713185e-07 2.2074419532492314e-07 -2.3887365974140096e-09 -3.3130956893501208e-08 2.1483363325340102e-07 -1.312767938161531e-07 1.7542605007747627e-07 -1.6314277341616223e-07 -2.8309359611680319e-07 -5.0189898200159181e-07 -4.2591202502183568e-07 5.250956317759403e-07 2.5107606967550611e-07 -1.6498214212306801e-07 2.9943427017897764e-07 1.3485062502358517e-07 1.1592768016654987e-07 -2.8565375856715039e-07 3.2639315939775314e-07 -1.6757251671606355e-07 7.9636815574314256e-08 -3.7744192611166046e-07 1.9737403458143197e-07 2.422756743195957e-07 -3.8574786703872059e-07 -3.3622140538369649e-07 -4.6965562608344255e-09 4.1004083151108267e-08
leaf_weight=20 21 20 21 21 32 20 24 39 20 23 23 20 21 32 31 34 24 29 32 20 20 20 22 21 31 30 22 20 2380 28
leaf_count=20 21 20 21 21 32 20 24 39 20 23 23 20 21 32 31 34 24 29 32 20 20 20 22 21 31 30 22 20 2380 28
internal_value=0 -1.60247e-09 -1.49432e-07 3.99834e-10 9.25787e-08 -1.1395e-09 1.02122e-07 -2.67344e-09 -9.57551e-10 -2.17273e-09 -8.87208e-10 6.14801e-08 -3.70045e-11 7.64021e-08 -9.25178e-08 3.34456e-08 -4.50735e-09 -2.13333e-09 7.20642e-08 1.27503e-08 9.56403e-08 6.88914e-09 -5.46547e-09 -1.43588e-07 -3.12718e-09 -4.72071e-09 -7.86552e-08 6.86432e-09 -1.62221e-09 -1.16173e-07
internal_weight=0 3068 41 3027 53 3006 44 2962 2923 2903 2880 158 138 117 85 65 2722 2699 116 92 72 52 2583 43 2540 2511 101 79 2410 48
internal_count=3121 3068 41 3027 53 3006 44 2962 2923 2903 2880 158 138 117 85 65 2722 2699 116 92 72 52 2583 43 2540 2511 101 79 2410 48
is_linear=0
shrinkage=0.1


Tree=9683
num_leaves=31
num_cat=0
split_feature=132 393 12 132 2 42 1455 43 1455 481 484 1 2 2 3 1456 482 42 42 39 2 42 480 0 471 1455 471 50 158 1
split_gain=4.07189e-11 2.36679e-10 9.52761e-11 2.48801e-10 6.41192e-11 1.08294e-10 4.36791e-11 2.74873e-10 1.74776e-10 6.13355e-11 3.9555e-10 1.66065e-09 5.24395e-10 6.94726e-10 2.37479e-10 1.91856e-10 9.72188e-11 2.43797e-10 2.91802e-10 1.93381e-10 1.49562e-10 7.8881e-11 6.77542e-11 2.88139e-10 9.64231e-11 7.11654e-11 1.03507e-10 7.72138e-11 1.12461e-10 2.43467e-10
threshold=-0.083174999999999985 0.12069000000000002 0.090165000000000009 -0.1075 0.089725000000000013 -0.058859999999999989 -0.097209999999999977 -0.067899999999999974 -0.089344999999999994 -0.081614999999999979 -0.081614999999999979 0.076935000000000017 0.083715000000000026 0.086330000000000004 -0.085709999999999995 -0.15024999999999997 0.090355000000000005 0.096235000000000015 0.089245000000000005 0.15619500000000003 0.11144000000000001 -0.23802999999999999 0.10272000000000002 -0.079829999999999998 0.094575000000000006 -0.065979999999999983 0.086110000000000006 -0.46943999999999991 0.107145 0.090130000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 4 -4 -6 7 -2 -8 10 12 -12 -10 -14 -15 -11 19 18 20 21 -18 -17 24 -24 25 -23 27 -27 -29 -30
right_child=1 -3 3 -5 5 -7 8 -9 9 15 11 -13 13 14 -16 16 17 -19 -20 -21 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=1.8037749803091093e-08 9.077441433959934e-08 3.3765979669028857e-07 -1.5808424791430298e-07 -4.1063658635855723e-07 1.8422133214812675e-07 -1.0461548951239078e-07 2.6578007864941355e-07 -3.3845675704924365e-07 3.9056823982805549e-07 -2.295219743465672e-07 8.9997452713911721e-07 -2.1603953513249509e-07 -6.3525758501663918e-07 2.9314799434132509e-07 -1.3256773561471692e-07 1.7499513342045248e-07 2.4137699507302082e-07 3.4064241813192395e-07 -3.2859486097436276e-07 -3.1394135632467626e-07 -8.0899614192849384e-08 -1.8697714733120632e-07 -1.8765399927712593e-07 2.8089123061038532e-07 -1.7584153196690805e-07 -2.0017699654317766e-07 1.765493655270234e-07 -6.9519782911124469e-09 -8.5428658447948256e-09 3.724106349025647e-07
leaf_weight=122 37 21 26 22 25 27 25 25 21 37 24 30 23 20 38 25 36 29 20 20 24 21 21 35 33 20 32 2206 51 25
leaf_count=122 37 21 26 22 25 27 25 25 21 37 24 30 23 20 38 25 36 29 20 20 24 21 21 35 33 20 32 2206 51 25
internal_value=0 3.16363e-09 -4.12733e-08 -1.13633e-07 -2.98625e-08 3.42484e-08 7.22901e-10 -8.23027e-08 2.55088e-09 1.93039e-10 6.11192e-08 2.79967e-07 -5.47412e-08 -1.70192e-07 1.42308e-08 -3.41397e-09 -1.93807e-10 9.22451e-08 2.20105e-09 -4.24195e-09 1.12466e-07 -1.73325e-09 -3.54103e-09 1.05187e-07 -6.09076e-09 -3.71209e-09 -2.06317e-09 -4.54606e-09 -2.8315e-09 1.16771e-07
internal_weight=0 2899 222 100 78 52 2878 62 2816 2791 156 54 102 81 58 2635 2598 109 80 2489 60 2469 2444 56 2388 2355 2334 2302 2282 76
internal_count=3121 2899 222 100 78 52 2878 62 2816 2791 156 54 102 81 58 2635 2598 109 80 2489 60 2469 2444 56 2388 2355 2334 2302 2282 76
is_linear=0
shrinkage=0.1


Tree=9684
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 402 400 12 13 15 402 12 2 1210 43 43 49 43 133 3 3 12 52 1213 1213 1213 1213 483 15 1213
split_gain=4.10225e-11 1.29601e-09 7.16461e-10 2.01204e-10 4.7699e-11 1.84508e-10 1.30876e-10 4.49172e-11 1.00492e-10 8.85434e-11 4.37727e-11 1.45683e-10 3.39195e-10 8.32068e-11 4.61784e-11 1.96827e-10 1.08144e-10 1.19302e-10 3.30913e-10 9.13305e-11 1.64063e-10 1.49715e-10 7.96671e-11 6.24149e-11 6.50962e-10 6.13297e-10 3.07017e-10 1.32083e-10 1.16364e-10 1.92867e-10
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.079874999999999988 -0.092414999999999983 -0.065244999999999984 0.11527000000000001 0.054800000000000008 0.090325000000000003 -0.45015499999999992 0.096990000000000007 0.086000000000000007 0.24726500000000004 0.062770000000000006 0.05259500000000001 -1.0000000180025095e-35 0.08845500000000002 -0.12788999999999998 -0.080484999999999987 -0.070099999999999982 0.09141500000000001 0.11808500000000001 -0.087969999999999979 -0.085284999999999986 -0.082414999999999974 -0.09411499999999999 -0.47181499999999993 0.093115000000000017 -0.24064499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 5 -4 -7 8 9 -1 11 12 -6 14 15 23 -16 18 -18 21 -21 -19 -22 26 -25 -26 28 -27 29 -12
right_child=2 -3 4 -5 10 6 -8 -9 -10 -11 13 -13 -14 -15 16 -17 17 19 -20 20 22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-2.2416118459172688e-08 -5.7165541859789793e-07 7.8870322052385483e-07 -1.6528658065340095e-07 -3.3822604834199409e-07 -2.6029284315014098e-07 3.6582713595803198e-07 2.0537665316548254e-08 1.3364917465640334e-07 -2.1041209675350579e-07 2.0585437980003009e-07 -4.6240474065098818e-08 -2.8490856755564416e-07 2.8331621579151068e-07 1.8660817856878491e-07 1.4396492714777562e-07 2.9491306735429175e-07 4.8782172390460234e-08 -4.7943570992613014e-08 -4.881490800750561e-07 -2.970754025000133e-07 -7.7104444724266053e-08 2.6514971966188722e-07 1.3589729373109094e-07 4.4611726297482549e-07 -5.525577225284906e-07 2.5328125486469491e-07 -3.477115607590046e-07 1.3051708446201236e-09 -2.1342760334164268e-07 2.3790466683079913e-07
leaf_weight=113 22 21 20 20 22 23 21 21 24 20 71 23 24 24 28 23 24 42 22 27 59 24 25 33 20 21 30 2218 20 36
leaf_count=113 22 21 20 20 22 23 21 21 24 20 71 23 24 24 28 23 24 42 22 27 59 24 25 33 20 21 30 2218 20 36
internal_value=0 4.17308e-08 -3.15272e-09 -3.74935e-08 1.19001e-09 8.6556e-08 2.0103e-07 -3.70332e-09 -2.20753e-08 1.19103e-08 -7.50128e-10 -7.94167e-08 2.33293e-08 1.22584e-09 -4.08081e-10 3.74154e-09 -4.12761e-08 -6.4535e-08 -2.08011e-07 -2.72475e-08 -8.26375e-08 6.59085e-08 -1.37111e-08 1.00698e-09 5.18521e-09 -1.25603e-09 -5.99898e-08 3.6685e-09 7.97592e-09 4.93598e-08
internal_weight=0 219 2902 198 2880 64 44 178 157 133 2816 69 46 2747 2723 2472 251 223 46 177 111 66 84 2449 2292 2259 157 2239 127 107
internal_count=3121 219 2902 198 2880 64 44 178 157 133 2816 69 46 2747 2723 2472 251 223 46 177 111 66 84 2449 2292 2259 157 2239 127 107
is_linear=0
shrinkage=0.1


Tree=9685
num_leaves=31
num_cat=0
split_feature=132 1185 1203 483 1 43 483 483 52 15 480 12 52 52 12 3 4 12 12 0 16 2 12 16 403 42 480 157 12 4
split_gain=4.08372e-11 2.8142e-10 1.28817e-10 4.26691e-11 1.73936e-10 2.3241e-10 8.65145e-11 1.41947e-10 1.27119e-10 9.06551e-11 8.49898e-11 9.63344e-11 2.38976e-10 1.10165e-10 9.58527e-11 2.9379e-10 4.31121e-10 6.26905e-10 2.80256e-10 5.43209e-10 4.00022e-10 2.91878e-10 6.99452e-10 2.73205e-10 2.75781e-10 2.35531e-10 2.26916e-10 2.02724e-10 4.98365e-10 9.72136e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11494000000000001 0.096325000000000008 -0.071044999999999983 0.10083000000000002 0.10357500000000001 0.024145000000000003 -0.56020999999999987 0.11387000000000001 0.11650500000000001 0.10160000000000001 -1.0000000180025095e-35 0.094435000000000005 -0.07359499999999998 -0.052259999999999994 0.10266500000000002 0.096075000000000008 -0.067624999999999977 -0.087989999999999985 0.093680000000000013 0.096830000000000013 -0.097644999999999996 0.05728500000000001 0.096235000000000015 0.096680000000000016 -0.04831499999999999 0.099400000000000002 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 -5 9 -8 -9 -3 11 14 13 -13 26 18 17 -17 19 20 -16 23 -23 -20 -25 -18 -11 -24 -29 -30
right_child=1 3 -4 4 -6 -7 7 8 -10 10 -12 12 -14 -15 15 16 25 -19 21 -21 -22 22 27 24 -26 -27 -28 28 29 -31
leaf_value=-1.2990273362972332e-08 3.679111809365817e-07 -1.6481260801637028e-07 -2.4604822178381021e-07 -1.0396495895292901e-08 1.1505834644899259e-07 -4.5048216321674774e-07 3.3865597487192645e-07 -1.6749051454212352e-07 1.808498668961792e-07 8.8958536284215341e-09 1.752584893972247e-07 1.2213649940513489e-07 3.7903492781147774e-07 -1.132234697589976e-07 -3.2884838294868568e-07 -7.5652580611063065e-07 -2.3526961223652165e-07 -5.5184525229798548e-08 2.8031447214971198e-07 -5.99982845848163e-07 2.2507859898102112e-07 6.2725673001295946e-07 -2.4396644306534652e-07 -4.7307262662044835e-08 -4.5742421477257268e-07 1.1646372154899004e-07 -3.2956664824723703e-07 -1.8587577280389892e-07 8.1226010137733988e-07 1.143236198054688e-09
leaf_weight=195 21 33 27 30 31 20 20 20 22 2065 28 43 23 37 22 25 32 26 20 21 32 25 20 91 20 47 20 38 22 45
leaf_count=195 21 33 27 30 31 20 20 20 22 2065 28 43 23 37 22 25 32 26 20 21 32 25 20 91 20 47 20 38 22 45
internal_value=0 3.1663e-09 -4.13352e-08 5.04852e-10 -7.1046e-08 -1.86431e-07 2.57694e-09 1.19387e-07 1.49735e-08 -7.10463e-11 1.94097e-09 1.26128e-10 9.49554e-08 1.32825e-08 -3.67294e-09 -4.36661e-08 -1.72329e-07 -3.98979e-07 3.31751e-09 -1.68424e-07 -5.95357e-10 4.9156e-08 1.444e-07 -5.9902e-08 -1.21202e-07 -2.60105e-08 5.64921e-09 4.78285e-08 1.03408e-07 2.6748e-07
internal_weight=0 2899 222 2878 81 50 2797 62 42 2735 2702 2674 103 80 2571 486 130 51 356 75 54 281 150 131 111 79 2085 125 105 67
internal_count=3121 2899 222 2878 81 50 2797 62 42 2735 2702 2674 103 80 2571 486 130 51 356 75 54 281 150 131 111 79 2085 125 105 67
is_linear=0
shrinkage=0.1


Tree=9686
num_leaves=31
num_cat=0
split_feature=12 42 132 50 394 1203 129 402 3 4 403 43 402 42 402 16 402 402 4 2 4 4 12 52 12 160 4 42 1 1
split_gain=4.14834e-11 1.10463e-10 4.19592e-11 1.20198e-09 6.90094e-10 1.9398e-10 4.83948e-11 4.85314e-11 3.6638e-10 9.07818e-10 6.38584e-10 4.03722e-10 3.23706e-10 2.34232e-10 5.24614e-11 1.27413e-10 6.90461e-11 1.60362e-10 1.10081e-10 1.12529e-10 6.04684e-11 1.78578e-10 7.5021e-10 1.96707e-10 3.86787e-10 4.14234e-10 3.81605e-10 2.00176e-10 2.67572e-10 8.37699e-10
threshold=0.23631000000000002 0.18223500000000001 -0.083284999999999984 0.10450500000000001 0.11233000000000001 0.089480000000000018 -0.08133 0.10708500000000001 -0.078724999999999976 -0.078439999999999996 0.31327500000000003 -0.014584999999999999 0.10265000000000002 0.088380000000000014 0.094750000000000015 -0.054549999999999994 0.081585000000000019 0.020685000000000005 -0.080744999999999997 0.087750000000000009 -1.0000000180025095e-35 0.0016150000000000003 0.08486500000000001 -0.080114999999999978 0.089625000000000024 0.090195000000000011 0.056795000000000005 0.091465000000000005 0.093700000000000019 0.098700000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -4 12 9 11 -10 13 14 -9 16 -16 17 20 -18 -20 -8 22 -22 24 25 -23 -26 28 -25 -30
right_child=-2 -3 4 -5 -6 -7 7 8 10 -11 -12 -13 -14 -15 15 -17 18 -19 19 -21 21 23 -24 27 26 -27 -28 -29 29 -31
leaf_value=3.5534768572718827e-10 -1.3379820019071323e-07 2.295701176671e-07 1.2261291115756023e-07 7.8061332736467653e-07 -5.8914215927075021e-07 -3.2801480674748974e-07 -1.0789321787868455e-08 1.6401332947864268e-07 6.7715935536873737e-07 -5.6625269680720389e-07 -2.7297873919730096e-08 4.287466690879295e-07 -3.8615237365682083e-07 -3.1416558925911892e-07 -2.7184891107283521e-07 6.8841739859982183e-08 2.3967058712426681e-07 -2.5415631083092196e-07 -1.6468390180821388e-07 1.2529995485621725e-07 6.2672537771267469e-07 -8.5008408956039404e-08 -1.4406029420805616e-07 1.6067887984607002e-07 -2.2565487528917553e-07 -5.9944956376511982e-07 2.891302646782871e-07 -5.2547127120888977e-08 -6.0126886719471954e-07 5.552140171630086e-08
leaf_weight=179 23 21 32 20 20 20 1641 21 22 26 31 27 22 20 23 21 31 25 23 32 23 45 28 187 24 24 36 195 21 258
leaf_count=179 23 21 32 20 20 20 1641 21 22 26 31 27 22 20 23 21 31 25 23 32 23 45 28 187 24 24 36 195 21 258
internal_value=0 9.98502e-10 -5.61461e-10 4.16236e-08 -3.79398e-09 -3.26467e-08 3.31096e-10 -1.06342e-09 5.48696e-08 -6.36749e-08 2.65118e-07 1.28487e-07 -4.15562e-09 -6.92447e-08 -9.68692e-10 -1.09247e-07 8.6865e-10 -2.15367e-09 8.89728e-08 4.03398e-09 3.84633e-10 2.21878e-08 2.03549e-07 1.04797e-08 -1.02474e-07 -2.63944e-07 8.32162e-08 3.25237e-08 6.81219e-08 6.08558e-09
internal_weight=0 3098 3077 219 2858 199 2838 2806 147 94 53 68 2659 41 2637 44 2593 2507 86 55 2482 841 51 790 129 69 60 661 466 279
internal_count=3121 3098 3077 219 2858 199 2838 2806 147 94 53 68 2659 41 2637 44 2593 2507 86 55 2482 841 51 790 129 69 60 661 466 279
is_linear=0
shrinkage=0.1


Tree=9687
num_leaves=31
num_cat=0
split_feature=394 3 130 42 1176 391 1183 129 41 41 41 33 1212 4 4 15 4 3 43 1212 1200 1185 129 43 1212 128 12 16 1213 1213
split_gain=5.85909e-11 2.57025e-10 6.08349e-11 7.09118e-11 4.33789e-11 5.23272e-11 8.70052e-11 4.84218e-11 5.62355e-11 7.79633e-11 1.13456e-10 2.13303e-10 5.06303e-11 1.49183e-10 2.34026e-10 2.35095e-10 2.61124e-10 2.57396e-10 1.6384e-10 1.31815e-10 1.74162e-10 9.94736e-11 8.21333e-11 2.48138e-10 9.73463e-11 9.9613e-11 2.34634e-10 1.08892e-10 9.1924e-11 8.95691e-10
threshold=0.055520000000000007 -0.083489999999999995 -0.22699999999999995 0.15432000000000004 0.087330000000000019 -1.0000000180025095e-35 -0.081039999999999987 0.11091000000000001 0.11457000000000002 0.095655000000000018 0.088520000000000015 -0.0066799999999999993 0.088030000000000011 -0.064054999999999987 -0.07533999999999999 0.093575000000000019 -0.079764999999999989 -0.086049999999999988 -0.040344999999999992 0.087440000000000004 0.085780000000000009 0.08790000000000002 0.093420000000000017 -0.084359999999999991 0.086140000000000008 0.090375000000000025 0.090345000000000023 -0.065229999999999996 -0.083944999999999978 -0.087969999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -7 8 9 10 11 -8 19 14 15 16 17 18 -14 20 21 22 24 -24 25 28 -27 -28 29 -13
right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-1.7573166346096515e-07 2.6554211728245667e-07 -1.6241325968364791e-07 -1.3464508493636156e-07 1.6697155621159253e-07 1.2903530830499221e-07 1.7678263643743034e-07 2.6042487353416004e-07 -1.2047004622063795e-07 -1.6518967973817263e-07 1.8242305471808915e-07 -2.027351637932741e-07 -3.3542775587263562e-08 3.5858030370457912e-08 -1.3324625388924152e-07 3.479685407877956e-07 -1.97953062631902e-07 4.2976079257073251e-07 -2.0355290882522948e-07 3.8497227947686954e-07 -2.3570740825107351e-07 2.268626264623208e-07 -2.3003578025537763e-07 -9.1206370789187474e-08 3.0260323322650608e-07 -2.1846365918711609e-07 -3.7086489362536669e-07 1.080462104547613e-07 -1.6212681065697922e-07 -8.3885782209870572e-09 6.4634770050924604e-07
leaf_weight=20 36 23 30 25 25 27 31 35 21 23 28 123 41 39 28 34 20 31 20 25 32 20 32 32 22 25 35 26 2189 23
leaf_count=20 36 23 30 25 25 27 31 35 21 23 28 123 41 39 28 34 20 31 20 25 32 20 32 32 22 25 35 26 2189 23
internal_value=0 9.87121e-08 -1.89613e-09 -7.53227e-10 -2.14306e-09 -3.23913e-09 -1.90822e-09 -3.55205e-09 -2.14097e-09 -9.51661e-10 -2.42842e-09 -4.45184e-10 -3.33649e-09 4.35249e-08 8.31461e-08 3.23582e-08 1.02274e-07 3.10814e-08 1.50322e-07 -7.19929e-09 -4.96689e-09 -7.9026e-09 -6.1305e-09 1.05698e-07 -9.06012e-09 -7.15723e-09 -1.12852e-07 -7.1095e-09 -3.26439e-09 7.35633e-08
internal_weight=0 59 3062 3042 3017 2992 2962 2935 2900 2879 2856 2828 2797 213 174 146 112 92 61 2584 2559 2527 2507 64 2443 2421 86 61 2335 146
internal_count=3121 59 3062 3042 3017 2992 2962 2935 2900 2879 2856 2828 2797 213 174 146 112 92 61 2584 2559 2527 2507 64 2443 2421 86 61 2335 146
is_linear=0
shrinkage=0.1


Tree=9688
num_leaves=31
num_cat=0
split_feature=394 403 130 12 3 50 160 151 1 1 16 3 2 2 14 151 16 15 1 151 42 3 158 39 3 151 156 16 3 3
split_gain=4.78455e-11 2.96874e-10 4.9237e-11 6.20166e-11 4.42559e-11 1.25521e-10 1.83432e-10 1.95462e-10 3.18311e-10 5.09452e-10 1.41671e-10 1.04251e-10 8.77854e-11 7.97329e-11 7.53359e-11 1.28283e-10 4.35373e-10 1.54366e-10 1.2707e-10 1.00344e-10 2.04597e-10 1.16975e-10 2.28701e-10 9.04388e-11 1.2229e-10 2.53815e-10 3.23806e-10 4.52407e-10 2.74787e-10 1.01781e-10
threshold=0.013605000000000001 -0.074254999999999988 -0.22699999999999995 0.23631000000000002 0.10893000000000001 0.091320000000000012 0.089640000000000011 -0.080454999999999985 0.11414000000000001 0.10672000000000002 -0.072359999999999994 0.10542000000000001 0.14445500000000003 0.11548000000000001 0.083150000000000016 0.09759000000000001 -0.014754999999999999 -0.020484999999999996 0.087135000000000004 0.057610000000000008 0.079510000000000011 0.097915000000000016 -0.47382999999999992 -0.020804999999999994 0.0051600000000000005 -0.0096649999999999982 0.092385000000000009 -0.095964999999999981 0.084940000000000015 -0.0096849999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 11 6 7 13 9 -9 -7 14 -10 -6 15 19 -17 -18 -16 21 -21 22 -4 -24 29 -26 27 -27 -29 -25
right_child=1 -3 3 -5 5 10 -8 8 12 -11 -12 -13 -14 -15 18 16 17 -19 -20 20 -22 -23 23 24 25 26 -28 28 -30 -31
leaf_value=-1.5815850680667155e-07 3.3610221084632877e-07 -1.052303271567975e-07 -3.2578660254371661e-07 1.7477112564279197e-07 -2.4076555405372351e-07 -3.1338197970853797e-07 -2.131408326108829e-07 7.6108238181749393e-08 -4.0119784282494648e-08 6.7457325098985162e-07 5.8502421582250549e-08 -2.1312156922211522e-07 1.5105155511654043e-07 4.1604618630231018e-08 -1.3119307768096351e-09 4.7638354268760469e-07 -2.4919816244814034e-07 1.2984477383394156e-07 -3.2075103973738805e-07 -3.8907398590026789e-07 5.7832884944478538e-08 1.9721700225702457e-07 -2.1376834297370808e-07 -8.284679407432845e-10 -1.4744284730781919e-07 -1.1627770952961989e-07 -1.6643377514149259e-07 1.5357405883798454e-07 6.038425807429177e-07 -9.7273810886779611e-08
leaf_weight=20 27 35 22 20 20 20 21 33 58 25 21 24 41 20 33 24 21 22 20 20 21 29 20 2256 33 22 22 23 33 115
leaf_count=20 27 35 22 20 20 20 21 33 58 25 21 24 41 20 33 24 21 22 20 20 21 29 20 2256 33 22 22 23 33 115
internal_value=0 8.69629e-08 -1.76943e-09 -7.40215e-10 -1.90293e-09 3.76209e-08 6.78114e-08 9.77607e-08 1.48039e-07 3.34067e-07 -1.22905e-07 -5.61186e-09 3.90522e-08 -9.95805e-08 -3.7916e-09 -1.45938e-09 1.35174e-07 -5.52692e-08 -1.21855e-07 -4.95877e-09 -1.6017e-07 -2.48744e-09 -4.76215e-09 -1.964e-09 -2.72272e-10 9.30357e-08 1.72394e-07 2.6796e-07 4.18911e-07 -5.50633e-09
internal_weight=0 62 3059 3039 3019 259 218 197 157 58 41 2760 99 40 2736 2683 67 43 53 2616 41 2575 2546 2524 2504 133 100 78 56 2371
internal_count=3121 62 3059 3039 3019 259 218 197 157 58 41 2760 99 40 2736 2683 67 43 53 2616 41 2575 2546 2524 2504 133 100 78 56 2371
is_linear=0
shrinkage=0.1


Tree=9689
num_leaves=31
num_cat=0
split_feature=12 42 132 394 12 132 2 2 390 133 1182 10 16 1 4 34 123 9 2 1 1 1 13 42 480 402 1456 158 1 15
split_gain=4.3863e-11 1.04233e-10 4.16944e-11 2.42375e-10 8.7016e-11 2.05006e-10 5.61957e-11 1.06372e-10 4.44083e-11 1.16588e-10 6.10822e-11 4.21426e-11 4.91421e-10 6.69033e-10 1.02035e-10 6.08495e-11 3.37757e-10 1.02734e-10 1.92818e-10 1.49976e-10 5.27696e-11 6.85788e-10 1.37342e-09 3.5423e-10 1.75193e-10 1.24869e-10 1.26095e-10 2.14626e-10 2.13516e-10 2.25411e-10
threshold=0.23631000000000002 0.18223500000000001 -0.083174999999999985 0.10969000000000002 0.090165000000000009 -0.1075 0.089725000000000013 0.10097500000000002 0.087590000000000015 -0.088669999999999985 0.084790000000000018 -0.011559999999999999 -0.056919999999999991 0.10956 0.41555500000000006 -0.057544999999999992 0.083805000000000004 0.088235000000000022 -1.0000000180025095e-35 0.12577000000000002 0.094220000000000012 0.092390000000000014 -0.081029999999999977 0.090545000000000014 0.11303500000000001 0.0089800000000000019 -0.079429999999999987 0.10667500000000002 0.096475000000000019 0.094810000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 -1 6 -6 -8 10 -10 11 12 13 -4 -15 16 -13 18 -17 -19 21 24 -23 -24 -20 26 -22 28 29 -28
right_child=-2 -3 3 -5 5 -7 7 -9 9 -11 -12 15 -14 14 -16 17 -18 19 20 -21 25 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=1.4435866977576508e-08 -1.3759480029554414e-07 2.2304664209150089e-07 -6.976067223263272e-07 3.4122353924425673e-07 -1.5539475161683816e-07 -3.8099717759688576e-07 1.8526272831966552e-07 -1.0271026610063208e-07 2.6812113993574239e-07 -6.9239999760384309e-08 -1.711858926358088e-07 4.1381863779706278e-07 2.7012636361139509e-07 1.3426707094292095e-07 -1.4672408025059473e-07 2.4655228294534485e-07 -7.8532070427914541e-08 -3.5252139770847182e-07 -2.0161043863033807e-09 3.4746173724897749e-08 -1.7915329158944992e-07 -9.7078511203108069e-07 -2.8468490015143289e-07 3.1048771688801933e-07 2.3778564587745122e-07 -1.8328980197728535e-07 5.398617496155112e-08 3.286444914465392e-07 1.1447334692370484e-08 4.8739435726474761e-07
leaf_weight=122 23 21 20 21 26 22 23 29 21 20 21 22 31 24 28 32 38 20 1768 20 27 22 20 20 31 28 30 25 546 20
leaf_count=122 23 21 20 21 26 22 23 29 21 20 21 22 31 24 28 32 38 20 1768 20 27 22 20 20 31 28 30 25 546 20
internal_value=0 1.01422e-09 -5.01113e-10 2.74489e-09 -4.22459e-08 -1.11398e-07 -3.53566e-08 2.46624e-08 2.36754e-10 1.03555e-07 -1.27991e-09 7.25853e-12 -6.27581e-08 -2.06083e-07 -1.70359e-08 2.42945e-09 1.01997e-07 1.39675e-10 2.61577e-09 -1.58888e-07 -4.61079e-10 -9.15332e-09 -3.36149e-07 1.29014e-08 2.11611e-09 2.34683e-08 3.24023e-08 4.16004e-08 2.95599e-08 2.27349e-07
internal_weight=0 3098 3077 2855 222 100 78 52 2834 41 2793 2772 103 72 52 2669 60 2609 2569 40 2537 1861 62 40 1799 676 648 621 596 50
internal_count=3121 3098 3077 2855 222 100 78 52 2834 41 2793 2772 103 72 52 2669 60 2609 2569 40 2537 1861 62 40 1799 676 648 621 596 50
is_linear=0
shrinkage=0.1


Tree=9690
num_leaves=31
num_cat=0
split_feature=401 401 52 15 133 13 1210 133 1208 1209 2 403 2 403 13 403 403 12 3 399 1212 401 403 401 391 1211 403 129 1186 133
split_gain=4.53105e-11 6.39015e-11 4.1559e-10 2.34988e-10 1.07314e-10 2.17088e-10 1.07434e-10 7.94638e-11 1.69504e-10 6.75399e-11 4.64614e-10 1.10304e-10 5.07558e-10 9.18205e-11 1.66809e-10 7.59901e-11 1.71539e-10 1.65216e-10 1.67449e-10 1.589e-10 6.47189e-11 5.78641e-10 4.46955e-10 7.89264e-11 1.65142e-10 1.36764e-10 2.60959e-10 7.60667e-11 6.85073e-11 2.54627e-10
threshold=-0.47263499999999997 -0.078179999999999986 0.10263500000000002 0.092400000000000024 0.51114000000000004 1.0000000180025095e-35 0.24726500000000004 0.41553500000000004 0.10837500000000001 -0.084519999999999984 0.084245000000000014 -0.5335399999999999 0.084755000000000011 -0.22642499999999996 -0.013634999999999998 -0.090774999999999981 -0.092894999999999991 0.090020000000000017 -0.082974999999999979 -0.087464999999999987 -0.089544999999999986 0.11655000000000001 0.0050100000000000014 0.10632500000000002 -0.086514999999999981 0.09030500000000001 0.022375000000000003 -0.075474999999999987 -0.081879999999999994 -0.019454999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 8 9 10 -3 12 -11 14 -13 16 17 18 -15 -17 22 23 -21 24 -22 27 -27 -26 29 -29
right_child=1 4 -4 -5 5 -7 -8 -9 -10 11 -12 13 -14 15 -16 19 -18 -19 -20 20 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-1.3687302005867726e-07 4.5489899207495911e-08 2.2870673069519402e-07 -2.4028274901371812e-07 5.2443973843418512e-07 -3.8785651099715326e-07 6.1645061063844966e-08 2.1195457735601054e-07 -1.8562822248213707e-07 2.840617732147166e-07 -1.1659981541723234e-07 -3.2934095161780335e-07 -3.3545756116876402e-07 5.114421090917693e-07 -1.7101396805527556e-07 4.0968921064760274e-09 -2.5841679202424454e-07 3.3187224239838998e-07 2.4735768041258177e-07 1.5606558072533972e-07 5.0222463414684177e-07 -2.869170049280001e-07 -5.1373160503813293e-07 -2.3785170726108888e-08 1.5049586902396836e-07 1.8747578104964868e-07 3.2216762032736111e-07 -1.306446452531418e-07 -3.9445270488158718e-07 -1.2279441582534331e-09 7.2721307426653376e-08
leaf_weight=24 20 25 23 21 21 22 24 23 21 31 37 23 22 45 39 24 22 24 24 20 20 22 84 35 21 35 20 20 2301 28
leaf_count=24 20 25 23 21 21 22 24 23 21 31 37 23 22 45 39 24 22 24 24 20 20 22 84 35 21 35 20 20 2301 28
internal_value=0 1.06061e-09 9.99458e-08 2.90806e-07 -1.02599e-09 -1.57879e-07 1.22976e-09 -4.75364e-10 9.71634e-10 -1.06289e-09 -1.04322e-07 1.17558e-09 1.44097e-07 -1.52296e-09 -1.21867e-07 1.19518e-09 8.07628e-08 2.13605e-08 -5.72472e-08 -2.28401e-09 7.48529e-11 -3.13808e-09 7.73706e-08 1.39138e-09 -7.4304e-10 1.61716e-09 1.57509e-07 -2.00058e-09 -3.69449e-09 -1.21935e-07
internal_weight=0 3097 64 41 3033 43 2990 2966 2943 2922 62 2860 53 2807 62 2745 115 93 69 2630 2606 2502 104 2480 2445 2425 55 2370 2349 48
internal_count=3121 3097 64 41 3033 43 2990 2966 2943 2922 62 2860 53 2807 62 2745 115 93 69 2630 2606 2502 104 2480 2445 2425 55 2370 2349 48
is_linear=0
shrinkage=0.1


Tree=9691
num_leaves=31
num_cat=0
split_feature=9 10 2 2 12 33 34 10 4 2 46 44 1429 156 1429 457 457 150 16 147 1348 48 16 2 151 3 151 39 39 39
split_gain=4.35551e-11 9.82448e-11 1.39614e-10 8.30788e-11 7.34964e-11 6.94281e-11 9.30475e-11 6.87728e-11 6.55605e-10 7.92559e-11 4.72369e-11 4.79383e-11 7.85143e-11 1.29775e-10 1.16425e-10 4.86526e-11 6.96816e-11 7.60603e-11 5.90794e-10 1.70052e-10 1.22381e-10 9.1355e-11 8.86707e-11 1.08838e-10 9.31753e-11 4.55545e-10 2.26484e-10 5.89303e-11 2.5659e-10 2.41341e-10
threshold=0.092410000000000006 0.053330000000000009 -0.15339499999999998 -0.090999999999999984 -0.010834999999999999 0.085305000000000006 -0.084769999999999984 -0.011559999999999999 0.053180000000000012 -1.0000000180025095e-35 0.10987500000000001 0.083555000000000018 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 -0.14941999999999997 -0.098834999999999992 0.12765500000000005 -0.071854999999999988 0.097985000000000017 0.087660000000000016 -0.091869999999999993 -0.54165499999999989 0.10584500000000001 0.056735000000000001 -0.082094999999999987 1.0000000180025095e-35 0.087470000000000006 0.085060000000000011 0.090880000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 -5 8 -8 -9 11 12 -11 14 -14 -16 -17 19 -19 20 21 -18 23 -23 26 -26 27 28 -24 -29
right_child=4 2 -4 5 -6 -7 7 9 -10 10 -12 -13 13 -15 15 16 17 18 -20 -21 -22 22 24 -25 25 -27 -28 29 -30 -31
leaf_value=1.7515995209662465e-07 2.2437096008764497e-07 3.3777795920286736e-08 -3.3539663788706963e-07 2.100763245899933e-07 -1.3229090830198706e-08 -1.7044300906950601e-07 -4.2375862336907493e-07 1.6853034624984634e-07 2.1636113407552672e-07 1.8768519861499622e-07 1.526118940375909e-07 -1.5214021362096122e-07 2.2898916540725622e-07 -2.5578796339686962e-07 1.1192816220048717e-07 -1.8076896656731896e-07 -2.1628092028436186e-07 5.2973150946655786e-07 -2.0617668165338424e-07 -2.3336656203021279e-07 2.3899695429057441e-07 9.6773374025360692e-09 -4.8308765993937774e-09 3.1083911537166388e-07 -1.2678422149981613e-07 4.3290648320110524e-07 -3.0088597167303553e-07 3.8061048286408554e-07 -3.645739489854805e-07 4.4777303091434772e-09
leaf_weight=27 23 20 21 21 30 24 32 28 32 22 20 21 22 20 37 22 20 20 24 32 21 30 2291 20 33 26 26 20 20 116
leaf_count=27 23 20 21 21 30 24 32 28 32 22 20 21 22 20 37 22 20 20 24 32 21 30 2291 20 33 26 26 20 20 116
internal_value=0 -1.55222e-09 -1.55312e-07 5.30412e-10 8.98804e-08 -1.04125e-09 3.24889e-10 -1.16573e-09 -1.03699e-07 1.10411e-09 -5.33308e-10 -1.61066e-09 -4.90487e-10 -1.96901e-09 -1.42975e-10 -1.97072e-09 -3.51951e-09 -2.07472e-09 1.28327e-07 -4.2358e-09 -1.44046e-09 -3.38096e-09 -1.73185e-09 1.30142e-07 -4.33599e-09 1.19859e-07 -7.299e-09 -4.17956e-09 -7.94419e-09 5.97914e-08
internal_weight=0 3068 41 3027 53 3000 2976 2955 64 2891 2863 2843 2822 2800 2780 2758 2721 2699 44 2655 2623 2602 2582 50 2532 59 2473 2447 2311 136
internal_count=3121 3068 41 3027 53 3000 2976 2955 64 2891 2863 2843 2822 2800 2780 2758 2721 2699 44 2655 2623 2602 2582 50 2532 59 2473 2447 2311 136
is_linear=0
shrinkage=0.1


Tree=9692
num_leaves=31
num_cat=0
split_feature=46 44 97 374 120 13 130 12 9 10 10 9 401 1212 401 133 1210 1209 1210 1213 16 3 1454 128 0 2 0 2 402 16
split_gain=4.02397e-11 1.66331e-10 5.68189e-11 1.26806e-10 9.12093e-11 1.05781e-10 5.72328e-10 3.5643e-10 8.04634e-11 1.2679e-10 1.25339e-10 7.73885e-11 7.61533e-11 6.75236e-11 8.01953e-11 1.72333e-10 7.24963e-11 6.38942e-11 1.42072e-10 2.81301e-10 2.6133e-10 6.58507e-11 2.8851e-10 2.69717e-10 2.23439e-10 2.16183e-10 1.74856e-10 1.71103e-10 1.63347e-10 1.74693e-10
threshold=0.084955000000000017 0.10049500000000001 -0.086464999999999986 0.08987500000000001 0.090440000000000006 0.24813000000000004 -0.23123999999999997 0.110195 0.092890000000000014 0.10223 0.053330000000000009 0.087755000000000014 0.13729500000000003 0.15049500000000002 0.11769000000000002 -0.059434999999999995 -0.21410999999999997 0.088060000000000013 -0.00046999999999999993 -0.041999999999999989 -0.076669999999999988 -0.094874999999999987 0.11906000000000001 0.085955000000000018 0.10455500000000001 0.083715000000000026 0.051010000000000007 0.080205000000000012 0.087035000000000015 -0.076669999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 -7 10 -10 11 12 13 14 16 -16 -8 21 19 -19 -20 23 24 25 26 27 -23 -18 29 -27
right_child=1 -3 3 -5 -6 7 8 -9 9 -11 -12 -13 -14 -15 15 -17 17 18 20 -21 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-1.579870672932647e-07 3.1040898825551725e-07 -7.0076450716290622e-08 5.3562622071012811e-07 2.0099917743400218e-07 -2.151307022124627e-07 -4.6800571927481849e-09 -1.5918228693105145e-07 -4.7980028341498835e-07 3.1898186804824034e-07 -2.1934967042724908e-08 -1.8128269177763147e-07 1.9047929039775877e-07 1.7153348073861707e-07 -1.7828034773711723e-07 -5.3046359334748184e-08 3.3921476945882511e-07 -1.3597856650449105e-08 1.502722337298284e-08 -3.0294746495754863e-07 4.3581238680090455e-07 1.9130670636968719e-07 -8.0070479043261303e-09 -3.819006582464876e-07 3.1954471012340947e-07 -2.5643179423834938e-07 1.6422492053891347e-07 2.8910041315555191e-07 -3.9597901439430479e-07 -2.2593541453891871e-07 2.2130932780387709e-09
leaf_weight=23 20 27 20 31 20 75 30 20 20 24 39 21 25 22 24 21 25 47 23 24 20 2070 21 30 36 100 20 22 22 199
leaf_count=23 20 27 20 31 20 75 30 20 20 24 39 21 25 22 24 21 25 47 23 24 20 2070 21 30 36 100 20 22 22 199
internal_value=0 9.18322e-08 -1.40151e-09 -2.21086e-10 -2.28659e-09 -8.67631e-10 2.52809e-09 -1.04705e-07 -1.16756e-09 1.33027e-07 -3.2459e-09 -7.67874e-10 -2.21203e-09 -3.78809e-09 -2.38399e-09 1.30009e-07 -4.59956e-09 -2.85549e-09 7.0387e-08 1.57264e-07 -7.30618e-08 -6.13629e-09 -1.3062e-08 3.12241e-08 -9.41869e-09 7.71966e-09 -5.16391e-09 -1.92585e-07 3.70477e-08 5.63977e-08
internal_weight=0 47 3074 3051 3020 3000 2905 95 2885 44 2841 2802 2781 2756 2734 45 2689 2659 114 71 43 2545 2147 398 2126 368 2090 47 321 299
internal_count=3121 47 3074 3051 3020 3000 2905 95 2885 44 2841 2802 2781 2756 2734 45 2689 2659 114 71 43 2545 2147 398 2126 368 2090 47 321 299
is_linear=0
shrinkage=0.1


Tree=9693
num_leaves=31
num_cat=0
split_feature=130 12 132 1203 1185 50 128 2 43 1185 393 130 130 394 4 16 15 39 33 47 47 47 148 447 52 52 0 52 402 52
split_gain=5.78922e-11 9.3884e-11 4.01551e-11 1.28652e-09 7.05461e-10 2.27837e-10 4.23269e-11 1.71966e-10 2.87161e-10 1.52737e-10 5.43703e-11 5.56068e-11 3.21194e-10 1.97329e-10 1.27189e-10 1.6804e-10 8.01228e-11 7.89193e-11 1.82274e-10 7.36514e-11 4.38982e-10 3.838e-10 7.32167e-11 9.0969e-11 7.03263e-11 2.74519e-10 9.38536e-10 2.23467e-10 2.04404e-10 3.07728e-10
threshold=-0.23647499999999996 0.23631000000000002 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.10773500000000001 0.089005000000000015 -0.043144999999999996 0.092170000000000016 0.09389500000000002 -0.004729999999999999 -0.008624999999999999 -0.0038099999999999996 0.23246000000000003 -0.091114999999999988 0.083490000000000023 -1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008 0.091210000000000013 0.09717000000000002 -0.10069499999999999 0.094580000000000011 -0.0046699999999999997 -0.0092699999999999987 -0.087414999999999979 -0.011499999999999998 0.10874500000000002 -0.013374999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 9 8 -8 10 11 12 14 -13 15 -6 -17 -15 -19 20 22 -21 -20 24 25 27 -27 28 29 -24
right_child=1 -3 4 -5 6 -7 7 -9 -10 -11 -12 13 -14 17 -16 16 -18 18 19 21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.6958351920948191e-07 -2.0786963341634782e-09 2.0694395827676588e-07 -5.6762087813860329e-07 7.8513297965054385e-07 2.5797784267659292e-07 -3.580534971092675e-07 -7.0675271217623959e-08 -1.571582614445788e-07 4.5878045086954536e-07 -2.6963538825189714e-07 1.1831285888774802e-07 3.0806598780535367e-07 -4.32952326150371e-07 1.6150475649586347e-07 -2.32044983121682e-07 5.6387206746257659e-08 -1.4974228232597055e-07 -2.6007967503742464e-07 1.6960781783836866e-07 4.1586087746736671e-07 -4.711686654701453e-07 1.1294454922966942e-08 1.8453564514302531e-08 -1.9216286541023919e-07 -1.584912159420392e-08 7.683377621958698e-07 -1.6831982708501291e-07 -3.1373444980566829e-07 3.2458729741674255e-07 -3.6925485311539456e-07
leaf_weight=20 178 22 22 21 27 20 20 20 21 21 39 21 20 30 20 44 33 27 25 26 20 239 814 25 1240 20 23 21 21 21
leaf_count=20 178 22 22 21 27 20 20 20 21 21 39 21 20 30 20 44 33 27 25 26 20 239 814 25 1240 20 23 21 21 21
internal_value=0 1.09982e-09 -3.70977e-10 4.08982e-08 -3.5311e-09 -3.80357e-08 8.41687e-10 8.32413e-08 2.00509e-07 -9.68315e-10 1.07886e-09 -6.03927e-10 -6.10764e-08 2.78046e-09 -1.09642e-09 4.33168e-08 -3.1954e-08 2.68318e-10 -1.64964e-09 1.147e-09 -4.77579e-09 5.09878e-08 -5.55035e-10 -2.50198e-09 -3.0683e-10 2.06415e-08 2.67335e-07 8.54591e-09 1.64523e-08 8.70281e-09
internal_weight=0 3101 3079 219 2860 198 2838 61 41 2777 2756 2717 144 2573 124 104 77 2552 2522 2495 2230 265 2210 2185 2160 920 43 877 856 835
internal_count=3121 3101 3079 219 2860 198 2838 61 41 2777 2756 2717 144 2573 124 104 77 2552 2522 2495 2230 265 2210 2185 2160 920 43 877 856 835
is_linear=0
shrinkage=0.1


Tree=9694
num_leaves=31
num_cat=0
split_feature=12 42 132 1185 1203 50 3 43 4 45 11 471 1429 2 475 1429 39 9 12 33 2 49 474 157 157 157 2 15 1451 40
split_gain=5.01371e-11 8.37402e-11 4.14031e-11 2.78065e-10 1.19344e-10 4.04074e-11 1.48946e-10 2.03573e-10 1.38448e-10 8.54911e-11 2.16361e-10 6.5361e-11 8.87148e-11 1.59065e-10 4.0056e-10 1.17236e-10 1.09728e-10 1.51358e-10 2.56621e-10 1.72653e-10 1.19997e-10 1.84154e-10 1.09441e-10 9.33241e-11 2.42019e-10 1.17781e-10 1.10703e-10 8.76141e-10 9.73083e-11 9.53631e-11
threshold=0.23631000000000002 0.18223500000000001 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.13120500000000004 0.10299500000000002 -0.04652499999999999 -0.010655 0.094030000000000016 -0.014494999999999999 0.10338500000000002 0.09011000000000001 0.10803500000000001 -0.082239999999999994 0.087785000000000016 -1.0000000180025095e-35 0.092235000000000011 -1.0000000180025095e-35 -0.0066799999999999993 -0.045829999999999989 -1.0000000180025095e-35 -0.25711499999999993 0.11933000000000001 0.099625000000000005 0.083595000000000017 -0.0050599999999999994 -0.10203999999999998 0.095645000000000022 0.10214500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 9 7 8 -7 10 -5 12 15 14 -14 16 -12 19 -19 -18 21 -21 -22 24 25 26 27 -24 29 -28
right_child=-2 -3 3 5 -6 6 -8 -9 -10 -11 11 -13 13 -15 -16 -17 17 18 -20 20 22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-1.4580160300516953e-08 -1.4709698837926365e-07 2.0010644734029595e-07 3.6551424771113535e-07 3.0488945554907334e-07 -2.3890509360761051e-07 -2.9261260137721029e-08 3.0674365330440884e-07 -2.7521656008389074e-07 2.7374554542802799e-07 -2.080264748371974e-07 1.6571700437158879e-07 -1.8323220935201337e-07 5.4378545420214711e-07 -7.8736196963783794e-08 -3.3968519045198975e-08 -2.2972924719634531e-07 2.4915519942523033e-07 -4.5241629010206457e-07 4.8094675467577222e-08 2.232903719701085e-08 -2.2410747804583893e-07 -3.8316209176920376e-07 6.540118516795702e-07 1.5337808813106118e-07 -3.0599668347209588e-07 1.9766072748931643e-07 -4.9766040334722721e-09 -2.1257815591622733e-07 2.0430488848174636e-07 -2.1421127517452407e-07
leaf_weight=195 23 21 21 23 27 38 20 20 25 20 38 20 21 30 28 23 27 20 21 24 22 21 20 39 26 30 2206 28 22 22
leaf_count=195 23 21 21 23 27 38 20 20 25 20 38 20 21 30 28 23 27 20 21 24 22 21 20 39 26 30 2206 28 22 22
internal_value=0 1.09397e-09 -2.64256e-10 2.97039e-09 -4.18629e-08 2.83929e-10 6.17694e-08 2.73951e-09 9.09795e-08 -2.035e-09 -5.15333e-10 -3.12854e-09 -1.77844e-09 1.02611e-07 2.1364e-07 -4.96376e-09 -2.9491e-09 -5.48443e-09 -1.96057e-07 -2.34271e-09 -5.10305e-09 -1.669e-07 -2.0882e-09 -4.70651e-11 -2.58894e-09 7.99631e-10 -1.77036e-09 1.48501e-07 -4.97615e-09 -7.04266e-09
internal_weight=0 3098 3077 2855 222 2834 103 83 63 2731 2711 2688 2668 79 49 2589 2566 2528 41 2487 2460 45 2415 2393 2354 2328 2298 48 2250 2228
internal_count=3121 3098 3077 2855 222 2834 103 83 63 2731 2711 2688 2668 79 49 2589 2566 2528 41 2487 2460 45 2415 2393 2354 2328 2298 48 2250 2228
is_linear=0
shrinkage=0.1


Tree=9695
num_leaves=31
num_cat=0
split_feature=130 12 11 9 13 9 34 9 10 2 159 16 151 52 457 151 3 1210 132 43 1204 132 1186 1374 12 402 1210 12 132 13
split_gain=5.46369e-11 8.85327e-11 5.03623e-11 4.48939e-11 1.22306e-10 4.91724e-11 1.00406e-10 1.07603e-10 2.81743e-10 2.60202e-10 9.72153e-11 4.35678e-11 1.96112e-10 1.96941e-10 1.49962e-10 1.46754e-10 2.30796e-10 1.40098e-10 1.38794e-10 1.5222e-09 8.92011e-10 2.21562e-10 1.50066e-10 1.29622e-10 1.10411e-10 7.22139e-10 6.85732e-10 3.14675e-10 2.95401e-10 2.9067e-10
threshold=-0.23647499999999996 0.23631000000000002 -0.072629999999999986 -0.087089999999999987 -0.085584999999999981 -0.036024999999999995 -0.057544999999999992 0.091600000000000015 0.094860000000000014 -1.0000000180025095e-35 0.078675000000000009 -0.083134999999999987 0.086470000000000005 -0.080979999999999983 0.11612500000000002 0.099460000000000007 -0.083654999999999993 -0.40154499999999999 -0.083284999999999984 -0.011694999999999999 -0.082199999999999981 -0.088659999999999989 -0.0046349999999999994 0.093235000000000012 0.088245000000000004 0.10913500000000002 -0.076234999999999983 0.088485000000000022 0.088890000000000011 -0.088464999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 10 -7 9 -9 -8 -5 12 13 -11 23 17 -17 -13 19 -19 -20 -21 -22 24 25 29 -26 -28 -29 -15
right_child=1 -3 3 5 -6 6 7 8 -10 11 -12 15 -14 14 -16 16 -18 18 20 21 22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-1.6474730642812575e-07 -1.5469288130242648e-07 2.0095928573740906e-07 2.6693060510235064e-07 -2.6033331186865669e-07 -7.0463309904360875e-08 1.8278885268803912e-07 2.5790462759599764e-07 -4.3565547855450862e-07 5.9541990011708816e-08 2.1169283600461075e-07 4.3946112053087444e-08 2.5271130242158921e-07 -2.7103956767859927e-07 -1.27743387204057e-07 2.3138699801798481e-07 -1.0332033273385832e-07 3.2252012398917686e-07 8.3441992339440624e-07 -5.897924539182826e-07 6.5922397796979428e-09 2.6613173084959791e-07 -3.664845445428e-07 -2.8953860653768875e-09 -2.7894194959188212e-07 5.903227081205387e-07 -6.1159190723520344e-07 -3.9712877097031197e-07 4.436388025877652e-08 -2.8090995975789623e-07 3.2588162582211192e-08
leaf_weight=20 21 22 22 21 21 30 39 20 27 38 21 22 30 178 23 20 35 23 26 78 21 20 1639 20 20 22 20 281 31 310
leaf_count=20 21 22 22 21 21 30 39 20 27 38 21 22 30 178 23 20 35 23 26 78 21 20 1639 20 20 22 20 281 31 310
internal_value=0 1.06771e-09 -3.60548e-10 6.99289e-10 1.02157e-07 -7.47701e-10 7.70202e-10 -1.08524e-09 -1.5118e-07 1.3507e-09 -1.08194e-07 -2.15144e-09 -1.93349e-08 -1.13274e-08 -2.06917e-08 6.72305e-09 1.67669e-07 1.88323e-09 -1.17057e-09 1.02282e-07 -8.59512e-09 -6.95459e-08 5.07969e-10 -2.72652e-08 -2.14259e-08 -5.11589e-08 2.16532e-08 -1.2604e-08 1.2045e-08 -2.58934e-08
internal_weight=0 3101 3079 3058 43 3015 2973 2943 47 2896 42 2857 973 943 905 1884 55 1829 1807 121 1686 98 1660 882 862 510 352 332 312 488
internal_count=3121 3101 3079 3058 43 3015 2973 2943 47 2896 42 2857 973 943 905 1884 55 1829 1807 121 1686 98 1660 882 862 510 352 332 312 488
is_linear=0
shrinkage=0.1


Tree=9696
num_leaves=31
num_cat=0
split_feature=12 4 9 9 34 11 9 2 132 399 1203 393 1 9 4 390 2 2 1447 1447 2 16 4 133 480 1375 481 483 2 43
split_gain=5.27607e-11 7.561e-11 5.00881e-11 1.11621e-10 7.33437e-11 2.1112e-10 6.33231e-11 5.39377e-11 4.84592e-11 2.04197e-10 1.95481e-10 6.70013e-11 6.60112e-11 8.72257e-11 6.60612e-10 5.83858e-11 6.40675e-11 3.7886e-10 3.54652e-10 2.8174e-10 2.63531e-10 1.31882e-09 1.16006e-09 2.84827e-10 2.04637e-10 2.05093e-10 1.81441e-10 1.76808e-10 2.43202e-10 3.70117e-10
threshold=0.23631000000000002 0.63113500000000011 0.092890000000000014 0.088235000000000022 -0.08786999999999999 -1.0000000180025095e-35 0.10750500000000002 -0.080614999999999978 -0.083449999999999983 0.091580000000000009 0.089480000000000018 0.094880000000000006 0.14699000000000004 -1.0000000180025095e-35 0.053180000000000012 0.087590000000000015 0.091055000000000011 0.09142500000000002 0.0030850000000000005 0.040965000000000008 0.089725000000000013 -0.073849999999999985 0.0049200000000000008 0.090310000000000015 0.10742500000000001 0.086785000000000015 -0.081434999999999994 0.085765000000000022 0.087470000000000006 -0.085154999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -4 -7 10 11 -9 12 13 14 -10 16 19 -18 26 20 24 22 -22 -23 25 27 -19 -15 29 -29
right_child=-2 -3 6 -5 5 7 -8 8 9 -11 -12 -13 -14 15 -16 -17 17 18 -20 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=1.704664682620205e-07 -1.5089318294955141e-07 1.6470896824216652e-07 2.3676747893830454e-07 -2.1228064326805908e-07 -3.033312853455814e-07 1.4421302748902377e-07 -1.1859522599945108e-08 -1.5438017662835304e-08 4.0950282434591505e-07 2.3643542329262197e-07 -3.4411553183844036e-07 -1.4626391759975378e-07 -1.2128488541134042e-07 5.3451231692039248e-09 -2.4217124000104821e-07 1.2902331328794909e-07 4.0148030743125673e-07 -2.91064714222752e-07 4.1491774912369042e-07 -3.0425022456173876e-07 -9.825649729893687e-07 3.1837891163221638e-07 2.2263392338572884e-08 -1.4051789180701322e-07 3.1403164966615717e-07 2.530737541592903e-07 5.7372114367566969e-09 -3.850759665908754e-07 -4.2377312300087317e-07 6.3165941292757968e-08
leaf_weight=25 23 28 20 25 23 26 21 190 35 37 20 31 43 1063 28 35 25 21 21 33 27 38 20 21 21 31 1073 25 22 70
leaf_count=25 23 28 20 25 23 26 21 190 35 37 20 31 43 1063 28 35 25 21 21 33 27 38 20 21 21 31 1073 25 22 70
internal_value=0 1.12564e-09 -3.66325e-10 -1.8524e-09 -1.01165e-10 -1.53258e-09 1.09422e-07 8.15649e-10 -4.5682e-10 3.11656e-09 -4.67406e-08 -1.01028e-10 1.60751e-09 3.63295e-09 1.1987e-07 7.56704e-10 -1.03116e-09 1.64859e-08 7.85376e-09 -1.55968e-08 -8.47753e-09 -1.59778e-07 -5.54978e-07 1.55043e-07 4.5402e-09 -8.26705e-10 3.99167e-11 -7.49697e-09 -1.24173e-07 -5.47925e-08
internal_weight=0 3098 3070 3029 3004 2979 41 2956 2930 2720 210 2683 2652 2609 63 2546 2511 1140 1115 1371 1338 106 47 59 1232 1211 1094 1180 117 95
internal_count=3121 3098 3070 3029 3004 2979 41 2956 2930 2720 210 2683 2652 2609 63 2546 2511 1140 1115 1371 1338 106 47 59 1232 1211 1094 1180 117 95
is_linear=0
shrinkage=0.1


Tree=9697
num_leaves=31
num_cat=0
split_feature=97 34 104 34 33 12 4 45 142 40 43 40 16 2 448 1348 16 47 151 160 2 1374 2 150 42 2 156 1373 40 376
split_gain=4.58856e-11 8.91051e-11 1.68061e-10 1.02353e-10 1.27365e-10 4.54025e-11 1.2582e-10 4.62332e-11 1.27099e-10 4.12677e-11 1.4759e-10 1.19017e-10 6.81969e-11 2.17466e-10 1.69864e-10 1.99661e-10 7.75346e-11 1.48954e-10 6.2476e-11 2.36457e-10 5.12109e-10 2.01449e-10 1.96121e-10 6.89139e-11 4.69378e-10 7.092e-10 4.90234e-10 2.0669e-10 9.59982e-11 2.05821e-10
threshold=-0.086464999999999986 -0.08786999999999999 0.086600000000000024 -0.057544999999999992 -1.0000000180025095e-35 0.23631000000000002 0.63113500000000011 0.094030000000000016 -1.0000000180025095e-35 -0.083564999999999987 -0.08595499999999999 -0.082074999999999995 -0.5435399999999998 0.10644500000000001 0.030280000000000001 0.088590000000000016 -0.50992999999999988 0.093140000000000014 0.056735000000000001 -0.077459999999999987 0.091265000000000013 -0.096434999999999979 0.11177500000000001 0.090480000000000019 0.083995000000000014 0.091055000000000011 0.087860000000000008 0.08789000000000001 -0.049804999999999995 0.084075000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 8 -6 10 -10 -11 13 -13 15 16 17 -14 21 -20 -21 -18 -22 27 25 -25 -26 28 29 -23
right_child=1 2 -4 4 5 -7 -8 -9 9 11 -12 12 14 -15 -16 -17 18 -19 19 20 22 23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-1.3774398590626902e-07 1.5126125379702982e-07 1.8801770150291523e-07 -2.8978392542455826e-07 -2.5226673528777609e-07 2.3573004974107037e-07 -1.4219805732099386e-07 2.4024935825004624e-07 -1.1403627508700864e-07 3.4016779421916811e-08 2.4469385746073157e-07 -2.6525456683784276e-07 -4.8234344463848038e-08 -2.427816045884061e-07 3.2513057504410466e-07 -2.8584173240428105e-07 3.0681387332129993e-07 -2.5647484042495659e-07 5.9908685472989954e-08 -2.0469159927618265e-07 5.0257245590553825e-07 -2.2186022067015845e-07 -2.1532215592234187e-08 1.7455898818260114e-07 7.604951616713152e-07 -4.869674827742446e-07 -1.3553995051222893e-08 1.390357679714929e-07 -3.1572168348063883e-07 -4.4670488151105312e-09 2.9897877526984691e-07
leaf_weight=24 39 29 20 20 23 22 22 35 45 20 26 39 37 26 21 21 31 29 23 28 26 51 24 20 22 29 29 21 2286 33
leaf_count=24 39 29 20 20 23 22 22 35 45 20 26 39 37 26 21 21 31 29 23 28 26 51 24 20 22 29 29 21 2286 33
internal_value=0 1.06226e-09 -8.53291e-10 1.04882e-09 -7.5314e-10 9.29788e-10 1.99107e-09 2.11208e-10 1.58532e-09 -2.80053e-10 -7.55755e-08 1.61838e-09 -1.2036e-10 1.01112e-07 -2.52976e-09 -3.34357e-10 -2.73306e-09 -1.09781e-07 -3.95084e-11 7.70809e-08 1.60168e-07 -3.12799e-09 -3.1579e-08 2.48566e-11 8.13559e-08 3.02384e-07 -1.31005e-07 -3.37669e-09 -6.09079e-10 1.04383e-07
internal_weight=0 3097 3058 3038 3009 2989 2967 2945 2910 2887 71 2816 2796 65 2731 2710 2689 66 2623 101 78 2522 50 2491 100 49 51 2391 2370 84
internal_count=3121 3097 3058 3038 3009 2989 2967 2945 2910 2887 71 2816 2796 65 2731 2710 2689 66 2623 101 78 2522 50 2491 100 49 51 2391 2370 84
is_linear=0
shrinkage=0.1


Tree=9698
num_leaves=31
num_cat=0
split_feature=105 33 46 97 34 11 1456 15 480 0 159 0 130 120 1451 483 483 43 160 52 47 47 9 47 1452 1455 1456 12 43 159
split_gain=4.75092e-11 9.2737e-11 4.80544e-11 7.46835e-11 9.5884e-11 5.09388e-11 5.02478e-11 6.28965e-11 1.49328e-10 1.02348e-10 1.72423e-10 3.29389e-10 6.63463e-11 8.70631e-11 6.09338e-11 5.98765e-11 1.47377e-10 1.40988e-10 2.29495e-10 1.69807e-10 7.5871e-11 4.14949e-10 3.37193e-10 1.11904e-10 1.07224e-10 1.18952e-10 1.14265e-10 7.28221e-10 4.48806e-10 4.93022e-10
threshold=0.079510000000000011 -0.0066799999999999993 0.084955000000000017 -0.086464999999999986 -0.085489999999999997 -1.0000000180025095e-35 0.11772000000000001 0.12044500000000001 0.11747 -0.082084999999999977 -0.092414999999999983 -0.04917499999999999 -0.22699999999999995 0.091385000000000008 0.091400000000000009 -0.095689999999999983 -0.088009999999999991 -0.077824999999999991 0.12231000000000002 0.008405000000000001 0.092165000000000011 0.096475000000000019 -1.0000000180025095e-35 0.089640000000000011 -0.073879999999999987 -0.097209999999999977 -0.077944999999999987 0.090020000000000017 -0.0084099999999999991 -0.015149999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 8 12 -9 -11 -12 -7 14 15 17 -17 18 -14 -19 22 -22 -18 24 -24 -26 27 28 29 -27
right_child=-2 2 -4 4 5 6 -8 9 -10 10 11 -13 13 -15 -16 16 20 19 -20 -21 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=1.892107112903082e-07 -1.3208143190855415e-07 -1.8990164067288011e-07 1.0212971058681181e-07 2.1756597263333787e-07 -1.5372581481704567e-07 -1.6970819391714111e-07 -1.1375466051970598e-07 -6.1454896744805874e-08 -2.6824026059828268e-07 -6.9722173330027157e-08 5.3570253852280367e-07 3.9112673319737844e-08 4.4776799600618866e-07 2.0872452829223676e-07 -1.7036508638955725e-07 -2.7247509279959561e-07 3.1394158121145212e-07 -2.1322105681065295e-07 -2.5550507416483016e-08 1.7770894150004324e-07 -4.0067095198992318e-07 -6.7366891844529174e-09 2.0522931014109137e-07 -2.2858740302516319e-07 -2.0384406513228117e-07 8.1055983940814264e-08 -1.2840075945491263e-09 5.8756408390555259e-07 2.961708923976403e-07 -5.6047851302309939e-07
leaf_weight=26 27 21 45 20 22 23 39 40 21 28 22 34 21 20 21 20 35 25 20 20 30 246 26 21 28 25 2123 24 25 23
leaf_count=26 27 21 45 20 22 23 39 40 21 28 22 34 21 20 21 20 35 25 20 20 30 246 26 21 28 25 2123 24 25 23
internal_value=0 1.14602e-09 -4.47751e-10 -1.97471e-09 -6.60094e-10 -2.12372e-09 -9.96944e-10 5.08551e-10 -2.58112e-09 7.02006e-08 1.32894e-07 2.34202e-07 -5.7145e-10 8.41606e-10 -6.79674e-10 6.34262e-10 -2.0547e-09 8.27415e-08 2.16881e-07 -3.94744e-08 2.06639e-11 -4.95556e-08 5.89322e-09 1.19532e-09 3.31732e-09 9.82038e-10 3.56543e-09 1.09703e-07 -4.74018e-08 -2.26346e-07
internal_weight=0 3094 3068 3023 3002 2982 2960 2921 2797 124 84 56 2776 2753 2733 2712 2626 86 41 45 2606 276 2330 2295 2274 2248 2220 97 73 48
internal_count=3121 3094 3068 3023 3002 2982 2960 2921 2797 124 84 56 2776 2753 2733 2712 2626 86 41 45 2606 276 2330 2295 2274 2248 2220 97 73 48
is_linear=0
shrinkage=0.1


Tree=9699
num_leaves=31
num_cat=0
split_feature=96 120 52 11 33 130 9 15 45 1429 156 12 0 1428 13 402 1210 43 15 132 12 394 2 157 12 133 3 47 47 47
split_gain=4.54107e-11 4.79029e-11 1.22614e-10 8.41253e-11 1.11763e-10 6.92101e-11 6.13464e-11 1.04844e-10 6.33992e-11 1.20928e-10 1.0289e-10 7.17462e-11 3.53661e-10 1.33357e-10 1.21806e-10 1.23322e-10 3.0351e-10 1.97237e-10 1.0646e-10 9.65526e-11 1.59672e-09 7.10621e-10 1.67198e-10 9.37803e-11 9.45065e-11 1.29512e-10 1.22983e-10 9.26034e-11 1.1621e-10 1.14028e-10
threshold=0.090365000000000015 1.0000000180025095e-35 -1.0000000180025095e-35 -0.011194999999999998 -0.009184999999999997 -0.22461999999999996 0.089995000000000006 -0.18895499999999996 0.084355000000000013 -0.23752499999999996 0.32523500000000005 0.099815000000000015 0.10455500000000001 0.095640000000000017 -0.089109999999999981 0.024785000000000005 -0.061049999999999993 -0.03898999999999999 0.12211500000000002 -0.083284999999999984 0.091475000000000015 0.10448000000000002 0.084145000000000011 -0.029304999999999998 0.11527000000000001 -0.11828999999999999 -0.059315 0.13302500000000003 0.11939500000000002 0.10843500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 8 -8 9 -7 11 13 14 19 -13 16 -16 -17 23 20 22 27 -11 -18 25 -25 -26 28 29 -21
right_child=-2 2 -4 4 5 6 7 -9 -10 10 -12 12 -14 -15 15 17 18 -19 -20 21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=1.930513163202981e-07 -1.4655060853318078e-07 4.9344976105203386e-08 -2.7842542113124378e-07 -2.0146827174122103e-07 1.7570167360843144e-07 -2.4719377663018353e-07 3.2559381265192165e-09 2.8881750136378064e-07 1.2461251605699886e-07 -2.2914363632259446e-07 2.2557939672651627e-07 1.6331039176139605e-07 -4.0571032491243385e-07 2.4396962388095745e-07 -4.342300340454131e-07 -8.709701174460688e-08 -1.6551855596293481e-07 3.5169792255373978e-07 -2.1161157759714682e-07 5.1285414740387853e-09 9.1110097400815003e-07 -5.6861147832230268e-07 2.3376262616478825e-08 -1.950519559151027e-07 2.4704496343521418e-07 2.4866916080275572e-08 -4.1871171309646979e-08 -2.1174010512936549e-07 1.8518437499892571e-07 -1.4199689265073749e-07
leaf_weight=23 21 25 21 27 23 20 36 20 40 37 20 34 25 23 20 21 33 20 29 2153 20 22 90 35 34 114 26 20 35 54
leaf_count=23 21 25 21 27 23 20 36 20 40 37 20 34 25 23 20 21 33 20 29 2153 20 22 90 35 34 114 26 20 35 54
internal_value=0 9.98156e-10 -1.00289e-07 2.52377e-09 1.078e-09 2.89849e-09 1.56522e-09 1.05242e-07 -4.19708e-10 -2.15326e-09 -4.42677e-10 -2.03158e-09 -4.18155e-08 4.30725e-09 -1.69593e-08 -3.54206e-08 -5.82975e-08 1.26949e-07 -3.05534e-08 2.03977e-09 8.05957e-08 -3.01615e-09 -5.01925e-08 -8.8563e-09 1.58798e-08 -2.67919e-08 1.21848e-07 2.48478e-09 4.39579e-09 1.52873e-09
internal_weight=0 3100 46 3054 3031 3004 2981 56 2925 2885 2865 2845 391 2454 366 332 291 41 271 2431 147 2284 127 242 209 149 60 2262 2242 2207
internal_count=3121 3100 46 3054 3031 3004 2981 56 2925 2885 2865 2845 391 2454 366 332 291 41 271 2431 147 2284 127 242 209 149 60 2262 2242 2207
is_linear=0
shrinkage=0.1


Tree=9700
num_leaves=31
num_cat=0
split_feature=132 394 1203 130 12 10 0 13 150 34 11 97 9 34 2 4 15 1213 42 42 13 402 43 402 403 1208 403 128 1185 129
split_gain=4.4585e-11 2.48247e-10 1.69927e-10 5.00117e-11 6.32381e-11 4.7606e-11 4.22711e-10 5.83408e-10 2.08e-10 1.36628e-10 7.63217e-11 5.06502e-11 1.17791e-10 1.27555e-10 8.20442e-11 5.71304e-10 4.77571e-11 4.84442e-11 2.08438e-10 5.39727e-10 3.80049e-10 7.83401e-11 2.5582e-10 9.24644e-11 1.32866e-10 1.21899e-10 1.77087e-10 7.56623e-11 1.31778e-10 8.94247e-11
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 -0.22699999999999995 0.23631000000000002 -0.011559999999999999 -0.10224499999999999 -0.0062949999999999994 0.085210000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084639999999999979 -0.080554999999999974 -0.010024999999999997 -1.0000000180025095e-35 0.053180000000000012 0.19724500000000003 0.093235000000000026 0.090990000000000015 0.095185000000000006 -0.084034999999999985 -0.45015499999999992 0.05259500000000001 -0.10770499999999998 -0.5425549999999999 0.099975000000000008 -0.41825499999999993 0.10773500000000001 0.086650000000000019 0.091505000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 -5 8 9 -8 -7 -12 -13 -14 15 -15 17 21 20 -20 -19 22 -16 25 -25 26 -23 28 29 -26
right_child=1 -3 -4 4 -6 10 7 -9 -10 -11 11 12 13 14 16 -17 -18 18 19 -21 -22 23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-1.5506362336562847e-08 -1.4617141692210483e-07 3.378934787240889e-07 -3.2150178348899775e-07 -4.4481169291667242e-07 1.7907423801588607e-07 1.9311196004829462e-07 -4.8772449968650801e-08 4.957843343401605e-07 1.5574913931004633e-07 -4.0156818089520173e-07 -1.4289359319500743e-07 2.3346782052674993e-07 -2.3335418562885973e-07 5.5144105530757776e-07 1.2030249798084223e-07 -1.1515306517711427e-07 1.2817838817932956e-07 -4.1826695479585396e-07 6.2224308226888082e-07 -5.3017224780464386e-08 7.5243400958393523e-08 4.1492382977924626e-07 -3.2979827534315326e-07 -1.8850704628028745e-07 -5.7508665031186588e-09 -6.0879085994614002e-08 5.4737222052964196e-08 1.3573789435128723e-07 -1.8938256225453644e-07 9.6620663509966506e-08
leaf_weight=196 23 22 20 23 20 21 21 21 20 23 24 22 23 20 23 36 29 20 20 29 71 21 28 39 2069 32 39 39 38 89
leaf_count=196 23 22 20 23 20 21 21 21 20 23 24 22 23 20 23 36 29 20 20 29 71 21 28 39 2069 32 39 39 38 89
internal_value=0 3.25209e-09 -4.38393e-08 6.98462e-10 1.87958e-09 6.31734e-10 -6.44862e-08 3.84255e-08 -1.11645e-07 -2.33188e-07 3.20594e-09 1.73489e-09 3.02669e-09 1.12436e-09 3.16562e-09 1.22916e-07 5.72416e-10 -8.74817e-10 5.63165e-08 2.22599e-07 -3.32204e-08 -4.18751e-09 -1.26812e-07 -1.5443e-09 -5.5206e-09 9.67394e-08 1.80803e-07 -2.32755e-09 -4.77953e-09 -1.52887e-09
internal_weight=0 2905 216 2883 2860 2840 108 85 64 44 2732 2711 2687 2665 2642 56 2586 2557 140 49 91 2417 51 2366 2274 92 60 2235 2196 2158
internal_count=3121 2905 216 2883 2860 2840 108 85 64 44 2732 2711 2687 2665 2642 56 2586 2557 140 49 91 2417 51 2366 2274 92 60 2235 2196 2158
is_linear=0
shrinkage=0.1


Tree=9701
num_leaves=31
num_cat=0
split_feature=398 399 15 132 1203 393 50 390 1348 448 457 2 15 448 484 49 151 13 1454 483 482 120 484 484 484 13 2 2 3 52
split_gain=4.05944e-11 6.91199e-11 1.64213e-10 7.85346e-11 1.34477e-09 1.16837e-09 1.74878e-10 4.79987e-11 4.50667e-11 8.94302e-11 8.95926e-11 4.10443e-10 5.76808e-10 1.23007e-10 6.9861e-11 7.30196e-10 3.33225e-10 2.62016e-10 4.3e-10 2.35407e-10 3.53756e-10 1.76097e-10 3.53386e-10 3.88728e-10 1.35017e-10 1.147e-10 1.19482e-10 5.65067e-10 4.45279e-10 6.57599e-10
threshold=0.10505000000000002 0.093190000000000009 0.088235000000000022 -0.083284999999999984 0.089165000000000008 0.10992000000000002 0.10022000000000002 0.087590000000000015 0.095915000000000014 0.056825000000000007 0.098180000000000003 0.087195000000000009 -0.074054999999999996 -0.087679999999999994 0.091180000000000011 0.11236 -0.53100499999999984 -0.085669999999999982 0.081220000000000014 0.098395000000000024 0.085875000000000021 0.093680000000000013 0.088375000000000009 0.087410000000000002 0.11803500000000001 -0.53104499999999988 0.10613000000000002 0.11237500000000002 -0.07359499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 7 -1 8 9 10 13 -12 -13 -5 16 17 -15 -16 19 20 24 22 23 25 -19 -18 -27 28 -28 -30
right_child=-2 2 -4 5 -6 -7 -8 -9 -10 -11 11 12 -14 14 15 -17 21 18 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=6.1113631799938313e-09 -1.0557202788024572e-07 -7.0782276324621314e-08 3.3444944477878383e-07 2.4316053505961984e-07 8.3643961716006739e-07 -7.4763433722020124e-07 -3.1043857358525887e-07 1.1739611368609207e-07 -1.4638223501064898e-07 2.0624681594329432e-07 2.6469432901605959e-07 1.190725027833611e-07 -5.4655142084432863e-07 -3.9185670537087642e-07 1.7813813790776552e-07 6.1489455474440461e-07 2.239499582648695e-07 1.6758752368062347e-07 -4.9995462483193047e-07 2.3248814045473413e-07 -4.4722158972512087e-07 -2.9644704415687787e-07 4.0047075616071617e-07 -4.2056894707023026e-07 -1.5422636061983171e-07 1.1508608936892027e-08 -6.4268173190025141e-08 1.907325079913088e-08 -1.3076932408040421e-07 -8.1526837942647031e-07
leaf_weight=137 36 20 20 21 20 21 20 35 21 21 21 23 30 22 53 21 23 32 21 30 21 20 22 22 22 1844 79 386 32 25
leaf_count=137 36 20 20 21 20 21 20 35 21 21 21 23 30 22 53 21 23 32 21 30 21 20 22 22 22 1844 79 386 32 25
internal_value=0 1.23527e-09 1.31834e-07 -4.80308e-10 6.41654e-08 -4.46995e-09 -3.42135e-08 1.01177e-09 -4.36827e-10 6.61293e-10 -8.97298e-10 -1.0945e-07 -2.57696e-07 2.08226e-09 1.89685e-10 5.70394e-08 -4.40423e-09 -8.40734e-09 -8.68749e-08 -4.25894e-09 -9.89578e-08 -9.29318e-10 1.49993e-09 -2.14062e-09 3.64782e-08 1.71264e-09 -4.47745e-10 -4.26844e-08 -2.17967e-07 -4.30988e-07
internal_weight=0 3085 40 3045 177 2868 157 2847 2812 2791 2770 74 53 2696 2675 200 2475 179 126 105 75 2453 2433 2411 54 2389 2366 522 136 57
internal_count=3121 3085 40 3045 177 2868 157 2847 2812 2791 2770 74 53 2696 2675 200 2475 179 126 105 75 2453 2433 2411 54 2389 2366 522 136 57
is_linear=0
shrinkage=0.1


Tree=9702
num_leaves=31
num_cat=0
split_feature=132 394 1203 50 3 157 15 45 11 34 13 34 133 9 9 10 4 2 52 52 52 16 52 52 13 1447 12 1447 403 160
split_gain=4.52364e-11 2.25558e-10 2.24442e-10 3.99514e-11 1.11304e-10 1.66415e-10 1.50462e-10 6.08537e-11 1.95177e-10 6.38071e-11 1.88998e-10 6.37613e-11 2.19153e-10 1.56352e-10 2.02365e-10 1.64851e-10 1.11792e-09 1.9098e-10 6.53463e-11 1.29583e-10 1.44301e-10 3.27868e-10 1.33739e-10 1.08245e-10 3.91654e-10 7.89783e-11 2.37982e-10 1.62046e-10 3.22607e-10 2.2328e-10
threshold=-0.083449999999999983 0.12358500000000001 0.089480000000000018 0.13120500000000004 0.10299500000000002 -0.073574999999999988 -0.076244999999999993 0.094030000000000016 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.086990000000000012 0.091600000000000015 0.10530000000000002 -0.0093599999999999985 0.053180000000000012 -0.080614999999999978 0.55608500000000005 0.5140450000000002 0.41423000000000004 -0.040964999999999994 0.40411000000000002 0.26746000000000009 -0.081224999999999978 -0.086849999999999997 0.085325000000000012 -0.086279999999999982 -0.56738999999999995 -0.53327999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 7 5 -5 -7 8 -2 10 -10 12 -11 15 -15 16 -13 -17 19 20 22 -22 23 25 -25 26 -19 -27 -29 -30
right_child=1 -3 -4 4 -6 6 -8 -9 9 11 -12 13 -14 14 -16 17 -18 18 -20 -21 21 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=-1.1594771274622658e-08 2.8995813404040039e-07 3.2225986889112723e-07 -3.6326562408817153e-07 -1.590153814009575e-07 2.7376851875260399e-07 -3.5891491078333416e-08 3.1523327774978142e-07 -1.7100767146465452e-07 1.0191336886319649e-07 3.567185726318539e-07 -2.9293749987699712e-07 -1.8808447085226654e-07 -7.0630466757799179e-08 -4.2437166740683098e-07 1.0561955669483882e-08 -2.8410337028124867e-07 6.9301370947035447e-07 -6.981664002481125e-08 -1.344273055142114e-07 2.2779337268730162e-07 1.1311225304775865e-07 -3.5862340247243032e-07 1.997259257744672e-07 -4.5263965953554557e-07 9.1992935076008989e-08 -2.6984115157285323e-07 3.2938586144329716e-07 3.9298725726309519e-07 -3.107665826934428e-07 2.4495004377785909e-09
leaf_weight=196 23 22 20 34 20 26 23 21 22 21 27 36 28 20 23 24 24 32 36 25 26 34 34 23 31 22 28 21 23 2176
leaf_count=196 23 22 20 34 20 26 23 21 22 21 27 36 28 20 23 24 24 32 36 25 26 34 34 23 31 22 28 21 23 2176
internal_value=0 3.27726e-09 -4.41569e-08 8.43126e-10 6.20003e-08 1.09719e-08 1.28922e-07 -1.42277e-09 -1.31983e-10 -2.57061e-09 -1.15658e-07 -5.08359e-10 1.12519e-07 -2.60781e-09 -1.91733e-07 5.26055e-10 1.64355e-07 -3.35155e-09 -6.68138e-10 1.27745e-09 -1.03394e-09 -1.54205e-07 2.81135e-09 -3.03697e-11 -1.3998e-07 3.25255e-09 1.16478e-07 2.22439e-10 2.89875e-09 -8.2652e-10
internal_weight=0 2905 216 2883 103 83 49 2780 2759 2736 49 2687 49 2638 43 2595 60 2535 2511 2475 2450 60 2390 2356 54 2302 60 2242 2220 2199
internal_count=3121 2905 216 2883 103 83 49 2780 2759 2736 49 2687 49 2638 43 2595 60 2535 2511 2475 2450 60 2390 2356 54 2302 60 2242 2220 2199
is_linear=0
shrinkage=0.1


Tree=9703
num_leaves=31
num_cat=0
split_feature=11 9 9 12 1 1 484 42 16 0 10 33 49 3 159 148 13 16 156 147 147 0 0 3 16 13 150 4 12 133
split_gain=5.06497e-11 4.19914e-11 9.38782e-11 7.77983e-11 6.32489e-11 3.28933e-10 2.4409e-10 4.16971e-10 1.31583e-10 1.14336e-10 9.28056e-11 2.78317e-10 5.08984e-10 6.04941e-11 2.37268e-10 1.78476e-10 2.16916e-10 3.23581e-10 1.64142e-10 1.12259e-10 8.33936e-11 9.12768e-11 4.50087e-10 2.10095e-10 1.59131e-10 1.08154e-10 9.85652e-11 3.42716e-10 5.08181e-10 1.24292e-10
threshold=-0.072629999999999986 0.092410000000000006 0.088235000000000022 -0.010834999999999999 0.13534000000000004 0.13707500000000003 0.090535000000000018 0.089390000000000011 -0.25582999999999995 -0.073309999999999986 -0.0087699999999999983 0.085305000000000006 -0.078034999999999979 0.11658 0.096715000000000009 -0.077789999999999984 -0.42195999999999995 -0.072359999999999994 0.3248100000000001 0.097985000000000017 0.090425000000000019 0.12358500000000001 0.10455500000000001 -0.24190499999999995 0.11346000000000002 -0.17933499999999997 0.11156000000000001 -0.010024999999999997 0.087925000000000017 0.09112000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 10 -6 7 8 -7 -10 11 12 -2 18 15 -15 -17 -18 19 20 21 22 25 -23 -25 -12 29 -28 -29 -27
right_child=1 3 -4 -5 5 6 -8 -9 9 -11 13 -13 -14 14 -16 16 17 -19 -20 -21 -22 23 -24 24 -26 26 27 28 -30 -31
leaf_value=-1.5478046317222533e-07 -6.6723727613970414e-08 2.3298730392246566e-07 -1.9747005642519376e-07 -1.4592236444362547e-08 -4.290637553778998e-07 -2.2335156586450468e-07 -3.0879557522728816e-07 4.0686768421402612e-07 2.1732661950450579e-07 -7.054936814923265e-08 -2.2496534944323122e-07 -1.7055287227798374e-07 6.3816328864874095e-07 -1.4021010661920064e-07 -2.5032540985847622e-07 -3.3424937175053149e-08 4.8469659748522847e-07 2.1730518212210046e-08 -2.7351021003596543e-07 -2.1919524897384691e-07 1.8446521130499605e-07 -7.2248789243784886e-08 -4.7528359488069331e-07 4.4403656231763846e-08 3.7903908075046884e-07 1.8499508440693119e-08 1.7979853383237171e-07 -6.2319978569162652e-07 3.5787087000471731e-08 -3.674306162291193e-08
leaf_weight=21 21 22 24 30 21 29 22 26 22 37 21 21 20 21 20 31 36 26 22 23 25 43 20 27 30 1866 26 22 25 521
leaf_count=21 21 22 24 30 21 29 22 26 22 37 21 21 20 21 20 31 36 26 22 23 25 43 20 27 30 1866 26 22 25 521
internal_value=0 1.04736e-09 -4.72812e-10 9.0153e-08 1.09066e-09 -6.07109e-08 -3.83294e-09 5.50195e-08 -4.89356e-08 3.67942e-08 4.47498e-09 1.25491e-07 2.77124e-07 1.80011e-09 6.73655e-08 1.23101e-07 1.82558e-07 2.9055e-07 -1.4892e-09 7.69936e-10 2.69652e-09 9.49412e-10 -2.79646e-09 9.46337e-08 2.20528e-07 1.01238e-09 2.94146e-09 -1.1152e-07 -2.72675e-07 6.44196e-09
internal_weight=0 3100 3048 52 3024 157 136 114 88 59 2867 62 41 2805 134 114 93 62 2671 2649 2626 2601 2501 100 57 2481 2460 73 47 2387
internal_count=3121 3100 3048 52 3024 157 136 114 88 59 2867 62 41 2805 134 114 93 62 2671 2649 2626 2601 2501 100 57 2481 2460 73 47 2387
is_linear=0
shrinkage=0.1


Tree=9704
num_leaves=31
num_cat=0
split_feature=10 4 0 1 33 45 142 9 10 31 132 1185 1203 15 15 4 15 15 48 52 16 2 15 2 2 484 2 15 133 133
split_gain=4.59008e-11 3.45158e-10 1.42844e-09 1.05042e-09 7.98782e-11 4.94422e-11 1.08133e-10 5.83312e-11 2.14756e-10 7.22271e-11 4.88607e-11 2.0798e-10 1.41531e-10 5.18954e-11 2.48218e-10 3.26226e-10 2.4789e-10 4.08243e-10 9.19232e-10 2.703e-10 1.91814e-10 9.42355e-10 1.45376e-09 5.57505e-10 3.67322e-10 3.25721e-10 2.83274e-10 1.81534e-10 1.42168e-10 1.30234e-10
threshold=-0.011559999999999999 0.053180000000000012 -0.10151999999999999 0.10124500000000002 -0.012019999999999998 0.094030000000000016 -1.0000000180025095e-35 0.088235000000000022 -0.0069899999999999988 -1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.094549999999999981 -0.092489999999999989 -0.0052149999999999992 -0.090644999999999989 -0.088749999999999982 0.086260000000000017 -0.0046699999999999997 -0.056919999999999991 0.086100000000000024 -0.11345499999999999 0.083385000000000015 0.090310000000000015 -0.088124999999999981 0.092480000000000021 -0.087679999999999994 -0.010909999999999998 0.12599500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 -6 8 -8 -10 12 -12 -11 20 15 -15 19 18 -18 -16 21 22 -13 -22 -23 -25 -26 -19 -27 -28
right_child=4 2 -4 -5 5 -7 7 -9 9 10 11 13 -14 14 16 -17 17 27 -20 -21 23 24 -24 25 26 28 29 -29 -30 -31
leaf_value=-8.2195722516331672e-07 1.7695541098069394e-07 7.5022553728164674e-07 -2.6229281917416735e-07 6.5632986867569795e-08 2.2321011954318238e-07 -1.1556763131655619e-07 3.0657941255432655e-07 -1.2764617196125983e-07 -1.7296426066219324e-07 -1.4556342475068731e-08 3.1846454524903883e-07 -8.2566334721637496e-10 -2.6324252100533404e-07 4.0400849229627059e-08 3.9910867855041943e-07 -4.6091200571422806e-07 1.1153288698532531e-07 2.2475770199055964e-07 -8.0641534303538267e-07 -4.4843983933636387e-08 -4.5963333324802338e-07 -3.2102051088787126e-07 1.0854535124141506e-06 3.9220729653217341e-07 3.9610542388112707e-07 -2.3199782228644494e-07 3.9647120288191627e-08 -1.8677809243751608e-09 2.5348699332808973e-08 -2.1398604556319027e-07
leaf_weight=20 26 22 38 40 22 36 23 35 24 191 21 28 26 25 32 27 24 36 20 24 28 31 22 21 21 28 169 1946 92 23
leaf_count=20 26 22 38 40 22 36 23 35 24 191 21 28 26 25 32 27 24 36 20 24 28 31 22 21 21 28 169 1946 92 23
internal_value=0 -6.06333e-08 1.08964e-07 -2.3023e-07 2.4383e-09 9.13111e-10 2.33989e-09 6.74089e-10 2.23245e-09 -2.15948e-10 1.24647e-09 5.02609e-09 -4.43528e-08 2.49155e-09 -4.09293e-09 -2.19896e-07 1.29696e-09 -4.43975e-09 -3.05716e-07 2.08843e-07 3.28399e-08 8.16399e-08 4.77137e-07 -5.20547e-08 5.95337e-10 2.88829e-08 4.74033e-08 2.24852e-09 -3.46988e-08 9.26398e-09
internal_weight=0 120 60 60 3001 2975 2939 2917 2882 2859 2835 2618 217 2597 2134 52 2082 2026 44 56 463 294 50 169 244 141 213 1982 120 192
internal_count=3121 120 60 60 3001 2975 2939 2917 2882 2859 2835 2618 217 2597 2134 52 2082 2026 44 56 463 294 50 169 244 141 213 1982 120 192
is_linear=0
shrinkage=0.1


Tree=9705
num_leaves=31
num_cat=0
split_feature=484 1451 2 51 1 151 151 52 147 147 148 483 51 4 4 43 52 133 15 153 97 2 1 2 2 3 16 1 131 42
split_gain=3.88837e-11 6.2656e-11 5.99564e-11 1.40176e-10 1.50426e-10 5.94186e-11 2.51064e-10 1.7411e-10 6.9105e-11 1.31527e-10 6.77301e-11 9.03852e-11 8.87667e-11 1.13608e-10 6.7299e-11 1.70999e-10 4.93082e-10 4.58228e-10 3.49371e-10 1.58461e-10 1.28967e-10 1.8125e-10 3.46278e-10 3.35764e-10 2.93759e-10 5.76833e-10 2.47998e-10 1.46613e-10 1.29952e-10 1.76173e-10
threshold=-0.52850499999999989 0.095645000000000022 0.15109000000000003 0.09364500000000002 0.13842500000000005 0.13340000000000005 0.10561000000000002 -0.023194999999999997 0.10245000000000001 0.095485000000000014 -0.098399999999999974 -0.47181499999999993 -0.46007999999999993 0.057560000000000007 0.056795000000000005 -0.095049999999999982 -0.42635499999999998 0.089595000000000022 -0.067579999999999987 0.082840000000000011 -0.049229999999999996 0.10188000000000001 0.10205500000000002 0.11682500000000001 0.11585500000000001 -0.070099999999999982 -0.11118499999999999 0.11634000000000001 0.091360000000000011 0.091465000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 8 -7 9 10 -2 -12 13 -13 19 17 -17 18 -16 -14 -18 26 24 -24 25 -23 28 -25 29 -22
right_child=1 -3 3 -5 -6 7 -8 -9 -10 -11 11 12 14 -15 15 16 20 -19 -20 -21 21 22 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-1.3897804478801846e-07 -1.5947124602724638e-07 1.7305070950815858e-07 -3.0816205536714767e-07 9.5160540110685236e-08 -2.8367202770348977e-08 7.5966383050740668e-08 3.3333020832801795e-07 -3.1350382986193963e-07 -1.6390961059187248e-07 2.4664274436955485e-07 1.8825984113846064e-07 2.1574523145773129e-08 -1.8119658170744107e-09 -3.1548308115247898e-07 3.7508381284721639e-07 5.4219425919654892e-07 -1.7718971864734681e-07 -4.5298183613340373e-07 -2.0891348640361687e-07 -2.6565898123650464e-07 9.3495468259438021e-08 -1.8327307316212683e-08 3.2918208206845558e-07 -2.4261277891800212e-07 9.6423023402773358e-08 -7.5263908769329649e-07 3.7727031470482084e-07 3.877239809400492e-08 2.9600681527726507e-07 -1.7203727455950002e-07
leaf_weight=20 26 21 33 35 46 24 23 22 25 22 26 20 2204 20 21 20 27 25 20 23 114 23 37 23 21 20 31 95 22 32
leaf_count=20 26 21 33 35 46 24 23 22 25 22 26 20 2204 20 21 20 27 25 20 23 114 23 37 23 21 20 31 95 22 32
internal_value=0 9.04958e-10 -2.68763e-10 -7.14353e-08 -1.45244e-07 2.46656e-09 4.24305e-09 -1.10302e-07 1.63035e-09 3.07133e-09 1.19113e-09 2.67032e-09 9.45755e-10 -1.46954e-07 3.09079e-09 3.50812e-08 5.64606e-08 -1.15546e-07 9.02071e-08 -4.53692e-09 3.46299e-08 4.8312e-08 -1.44585e-08 6.63421e-08 -2.10147e-07 -3.59868e-07 1.17391e-07 -1.60739e-08 6.94371e-08 3.52965e-08
internal_weight=0 3101 3080 114 79 2966 2920 46 2897 2872 2850 2824 2798 40 2758 531 465 66 41 2227 445 418 219 155 64 43 199 118 168 146
internal_count=3121 3101 3080 114 79 2966 2920 46 2897 2872 2850 2824 2798 40 2758 531 465 66 41 2227 445 418 219 155 64 43 199 118 168 146
is_linear=0
shrinkage=0.1


Tree=9706
num_leaves=31
num_cat=0
split_feature=47 2 47 148 447 9 3 130 40 4 10 0 2 97 4 150 3 156 1428 150 1373 12 456 3 0 1374 159 52 4 0
split_gain=4.16807e-11 4.08853e-10 2.21064e-10 6.45658e-11 8.22386e-11 5.91738e-11 1.10071e-10 5.46735e-11 8.71293e-11 5.76341e-11 7.77202e-11 2.75511e-10 2.60521e-10 1.29779e-10 2.1896e-10 1.07003e-10 5.707e-11 2.1169e-10 1.16264e-10 5.77531e-11 6.75577e-11 4.95423e-10 3.26969e-10 1.39565e-10 4.849e-10 2.11328e-10 1.33533e-10 1.78444e-10 2.63166e-10 1.25284e-10
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.10069499999999999 0.094580000000000011 0.089995000000000006 -0.014944999999999998 -0.22699999999999995 -0.099059999999999995 0.62931500000000018 -0.0093599999999999985 -0.084804999999999978 -0.045829999999999989 -0.079444999999999988 0.53859500000000016 0.085210000000000022 -0.24462999999999999 0.3248100000000001 0.094820000000000015 -0.14718999999999996 1.0000000180025095e-35 0.083715000000000026 0.081240000000000021 0.095270000000000007 -0.23001499999999997 -0.15734499999999998 0.096715000000000009 -0.23375999999999997 -0.059649999999999988 -0.13455999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 -5 -9 10 11 -10 -12 -14 16 -13 -15 18 19 -18 23 -22 -23 25 -25 -21 27 -26 -29 -30
right_child=1 -3 -4 4 -6 6 -8 8 9 -11 12 15 13 14 -16 -17 17 -19 -20 20 21 22 -24 24 26 -27 -28 28 29 -31
leaf_value=1.4055842186597589e-07 -4.7169735828411774e-07 -5.603791801331539e-09 3.1977333401817471e-07 -1.50683856266672e-07 -1.6766265271771459e-07 2.3187121054017252e-07 -6.261522775022596e-08 1.5543795512940052e-07 4.0792905040342747e-07 -1.3901176657782346e-07 -2.6597212337418497e-07 -1.3068084014507391e-07 -2.5231123629509966e-07 1.3324933929581563e-07 3.1751609115686241e-07 1.6245126325031833e-07 1.6424950353038662e-07 -3.2515785733266969e-07 2.0787789801951713e-07 3.2519030185085285e-07 4.184660092221293e-07 -4.158853293745324e-07 1.5592662919061695e-07 -4.9958299860008991e-07 -1.7155466641346114e-07 -1.4504518866652032e-09 -1.9344907983472296e-07 3.8192815105730919e-07 1.3066071797193554e-07 -1.8694449703043179e-07
leaf_weight=33 20 319 22 24 29 30 22 36 21 30 37 33 20 32 22 20 21 20 27 20 28 20 20 25 30 2051 34 25 27 23
leaf_count=33 20 319 22 24 29 30 22 36 21 30 37 33 20 32 22 20 21 20 27 20 28 20 20 25 30 2051 34 25 27 23
internal_value=0 -3.31019e-08 4.03755e-09 1.52081e-09 -1.6171e-10 1.63871e-09 1.07281e-07 -4.37402e-10 9.37851e-10 -1.21296e-09 4.04395e-10 1.01393e-07 -2.60654e-09 1.37895e-09 3.47124e-09 -2.0065e-08 5.9609e-10 -1.19425e-09 1.56171e-09 -8.3525e-10 -2.34058e-09 9.58511e-08 -1.29979e-07 -5.32807e-09 -9.4129e-08 1.70397e-09 -2.12057e-08 3.45684e-08 1.17018e-07 -1.54377e-08
internal_weight=0 339 2782 2760 2727 2698 52 2646 2622 2586 2556 74 2482 2445 2425 53 2403 2371 2351 2324 2303 68 40 2235 164 2071 139 105 75 50
internal_count=3121 339 2782 2760 2727 2698 52 2646 2622 2586 2556 74 2482 2445 2425 53 2403 2371 2351 2324 2303 68 40 2235 164 2071 139 105 75 50
is_linear=0
shrinkage=0.1


Tree=9707
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 1204 402 16 12 13 15 399 1 9 123 131 132 123 123 3 15 33 151 42 42 1429 16 1 51 1 160
split_gain=3.92891e-11 1.19334e-09 7.26032e-10 1.54141e-10 5.71236e-11 1.41406e-10 1.70495e-10 4.49888e-11 6.84568e-11 5.99966e-11 5.42996e-11 4.31833e-11 5.57339e-11 4.59085e-11 6.53635e-11 7.45242e-11 6.23886e-11 6.30882e-11 1.1919e-10 1.21504e-10 1.06078e-10 6.34131e-11 2.50002e-10 6.79407e-10 4.9277e-10 4.96229e-10 3.74967e-10 3.35427e-10 1.45796e-10 2.08888e-10
threshold=-0.083284999999999984 0.10022000000000002 -0.087384999999999977 0.089480000000000018 -0.079874999999999988 -0.092414999999999983 -0.082404999999999992 0.11527000000000001 0.054800000000000008 0.090325000000000003 0.089300000000000004 0.16773500000000005 -0.092939999999999981 0.12630500000000003 0.13695500000000002 0.13831000000000002 0.10850500000000002 0.08592000000000001 -0.012304999999999998 -0.093244999999999981 -0.0066799999999999993 -0.085134999999999975 0.083715000000000026 0.083995000000000014 0.083725000000000008 -0.0073349999999999986 0.088485000000000022 -0.025879999999999997 0.10612500000000001 0.087570000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 5 -4 -7 8 9 10 -1 12 -6 14 15 16 17 20 -19 -20 -14 22 27 -24 25 26 -25 -22 29 -29
right_child=2 -3 4 -5 11 6 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 18 19 -21 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=2.1280222307783749e-08 -6.0351075973130727e-07 7.576188445617456e-07 -1.2596853043334023e-07 -2.984008530404481e-07 1.6634553709593549e-07 -1.1288158336106964e-08 3.8281379179648944e-07 1.3185822289702152e-07 -1.7943596120062466e-07 1.6370751694694264e-07 -1.2986157751229524e-07 -1.47455945409547e-07 1.8538726694274492e-07 -1.5214844353295121e-07 1.5771264019876369e-07 -1.8084113264649205e-07 1.3453436976216522e-07 4.064290500047299e-08 -2.8238625884722682e-07 -1.1571707242789368e-08 -3.1541373303412005e-07 -6.3022620434507883e-09 5.9173705490475532e-07 6.8616598845494538e-07 -3.7974749991907752e-07 -1.3901830259653382e-07 1.1023060738379032e-07 -1.5497839787788812e-07 2.1577894307170303e-07 1.8496507254082774e-07
leaf_weight=79 20 21 20 20 20 21 23 21 24 20 34 20 31 20 26 23 34 52 37 30 35 2247 27 20 23 35 26 51 33 28
leaf_count=79 20 21 20 20 20 21 23 21 24 20 34 20 31 20 26 23 34 52 37 30 35 2247 27 20 23 35 26 51 33 28
internal_value=0 4.08426e-08 -3.08243e-09 -3.51791e-08 1.08432e-09 9.45046e-08 1.9472e-07 -5.60363e-09 -2.39902e-08 4.06011e-09 -2.41961e-08 -1.03736e-09 9.23335e-12 -1.18829e-09 -9.35848e-11 -1.5954e-09 -7.35657e-11 -1.78447e-09 -7.29581e-08 -1.61126e-07 1.52917e-09 -7.281e-10 4.43264e-08 1.44782e-07 2.8745e-08 1.44737e-07 3.60637e-07 -4.51949e-08 3.92485e-08 -3.44921e-08
internal_weight=0 219 2902 198 2882 64 44 178 157 133 113 2818 2798 2778 2758 2732 2709 2675 119 67 2556 2525 278 131 104 81 46 147 112 79
internal_count=3121 219 2902 198 2882 64 44 178 157 133 113 2818 2798 2778 2758 2732 2709 2675 119 67 2556 2525 278 131 104 81 46 147 112 79
is_linear=0
shrinkage=0.1


Tree=9708
num_leaves=31
num_cat=0
split_feature=448 0 1365 1365 15 15 15 51 401 129 51 159 12 45 10 9 2 2 16 4 16 16 480 1447 1210 1213 43 43 16 12
split_gain=4.32019e-11 1.07402e-10 4.13821e-11 6.26059e-11 4.5728e-11 5.13794e-10 1.63327e-10 1.28895e-10 1.64603e-10 2.83417e-10 1.32633e-10 1.27704e-10 2.33489e-10 1.23883e-10 1.11541e-10 9.99666e-11 1.02057e-10 3.1598e-10 1.11868e-09 5.48568e-10 2.98871e-10 8.8306e-10 3.83641e-10 2.74519e-10 2.36667e-10 6.08758e-10 2.47215e-10 4.18769e-10 3.45526e-10 4.67595e-10
threshold=0.068920000000000023 -0.26609999999999995 0.087370000000000017 0.084635000000000016 -0.10203999999999998 -0.099734999999999976 -0.10653 -0.10316499999999999 0.094270000000000007 0.088075000000000014 -0.066639999999999991 0.11084000000000001 0.11472500000000001 0.094030000000000016 -0.088499999999999981 0.089995000000000006 0.091055000000000011 0.089725000000000013 -0.071359999999999993 0.0045450000000000013 -0.040964999999999994 -0.052894999999999991 0.11240000000000001 0.040965000000000008 -0.00046999999999999993 -0.056829999999999992 -0.077604999999999993 -0.036954999999999995 -0.092804999999999985 0.089210000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -3 9 10 -9 12 14 15 -12 16 17 23 19 -19 21 24 -22 -7 25 -18 28 -28 -26 -30
right_child=-2 2 -4 -5 5 13 -8 8 -10 -11 11 -13 -14 -15 -16 -17 20 18 -20 -21 22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=2.2110704249329999e-07 -1.4650413056926937e-07 -1.9318109270104431e-07 1.1249458129469759e-07 -1.6618038686196404e-07 -4.9877518303479269e-07 9.0896767877175138e-10 2.34904851968817e-07 1.9603603310394022e-07 2.7371799319553249e-07 -3.5784949517392309e-07 -2.2627556390375502e-07 -2.3720212297462239e-07 3.5443929135681174e-07 -2.4389585151073423e-07 1.7217999867369559e-08 2.0752388314062756e-07 -5.4675564124059191e-08 -7.9562463980664691e-07 1.404689656653193e-07 -1.1950359962042967e-07 -7.7220205290997899e-09 6.7788938806027481e-07 -4.5386674599967588e-07 -3.0006429302290833e-07 -8.9691928184355871e-09 6.7916151913038903e-07 -4.3388672992250578e-07 9.1688013403867795e-09 7.1578895386892329e-07 7.7838400666560462e-08
leaf_weight=22 20 29 32 23 21 1352 35 42 25 20 20 20 20 21 317 23 26 30 51 20 531 24 20 31 63 20 24 192 20 27
leaf_count=22 20 29 32 23 21 1352 35 42 25 20 20 20 20 21 317 23 26 30 51 20 531 24 20 31 63 20 24 192 20 27
internal_value=0 9.4164e-10 -6.31481e-10 -1.81955e-09 -5.69447e-10 -6.22526e-09 2.61671e-08 1.1348e-08 2.41311e-08 9.91768e-09 2.74722e-08 8.6932e-09 2.24689e-08 -2.04604e-09 2.76734e-09 2.35757e-11 -1.93961e-09 -1.83073e-08 -1.89058e-07 -5.25176e-07 2.37094e-08 8.9976e-08 -2.3916e-08 -5.83736e-09 5.20461e-08 2.64384e-07 2.20843e-08 -4.00596e-08 1.44112e-07 3.49307e-07
internal_weight=0 3101 3079 3047 3024 2496 528 493 464 439 419 377 357 2475 337 2454 2431 1484 101 50 947 396 551 1383 372 46 326 216 110 47
internal_count=3121 3101 3079 3047 3024 2496 528 493 464 439 419 377 357 2475 337 2454 2431 1484 101 50 947 396 551 1383 372 46 326 216 110 47
is_linear=0
shrinkage=0.1


Tree=9709
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 2 2 133 1213 12 399 10 0 15 0 33 9 10 11 157 12 157 156 11 157 480 475 157 1373 150 13
split_gain=4.28416e-11 2.45345e-10 1.03076e-10 4.43147e-11 5.65177e-11 1.26722e-10 8.71222e-11 6.00148e-11 7.60941e-11 7.95263e-11 4.37443e-11 5.22977e-10 5.26413e-10 2.78602e-10 6.27631e-11 6.39193e-11 1.99842e-10 4.52245e-11 3.20406e-10 2.82472e-10 1.73211e-10 8.95547e-11 2.42089e-10 6.41024e-11 2.29088e-10 3.16392e-10 1.79095e-10 1.1533e-10 8.05271e-10 1.75911e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 -0.0046349999999999994 0.089125000000000024 0.10136500000000002 -0.37971999999999995 -0.0074849999999999995 0.090165000000000009 0.087485000000000021 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.072594999999999979 -0.012019999999999998 0.088235000000000022 -0.0069899999999999988 0.088215000000000002 -0.051074999999999988 0.099400000000000002 -0.49695999999999996 -0.14064999999999997 0.086595000000000019 -0.087624999999999981 0.08610000000000001 -0.0048199999999999988 -0.086284999999999987 1.0000000180025095e-35 0.090480000000000019 -0.072309999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 -6 -7 -5 9 -9 11 -3 -13 -14 -12 16 -16 20 -19 -20 -18 -22 23 24 25 -23 -25 -28 29 -29
right_child=1 10 -4 4 5 6 -8 8 -10 -11 14 12 13 -15 15 -17 17 18 19 -21 21 22 -24 26 -26 -27 27 28 -30 -31
leaf_value=9.623550937476468e-08 3.438064755387348e-07 -4.7569131436849448e-07 -2.1472160012100023e-07 5.0145212545279119e-08 2.0158841059646371e-07 -2.1967148547170317e-07 7.1958259297844049e-08 8.4571787592072476e-08 -2.8214538128454679e-07 -1.7707054497533975e-07 1.5795218731594874e-07 3.4811507349827607e-07 -4.2942824295875789e-07 2.442645488916864e-08 2.9716830447984215e-07 -1.2694499101497202e-07 -2.4860594444017386e-07 4.1205978877065897e-07 -2.7687305654516034e-07 1.4410960126362036e-07 -1.949647167728709e-07 4.7205734333651296e-07 3.4137322234614878e-07 -2.2747977457778949e-07 -1.8808247591550752e-07 3.3751146662160836e-08 -3.3097103781298631e-09 6.860251509668002e-08 6.2383783146138041e-07 -3.3690763103777502e-07
leaf_weight=30 21 24 30 24 27 21 20 21 23 26 26 36 21 38 23 38 28 21 28 37 23 23 21 35 25 58 2308 23 22 20
leaf_count=30 21 24 30 24 27 21 20 21 23 26 26 36 21 38 23 38 28 21 28 37 23 23 21 35 25 58 2308 23 22 20
internal_value=0 3.24123e-09 -4.23393e-08 -1.54045e-08 -3.60786e-08 3.33669e-08 -7.74131e-08 -8.63158e-08 -1.33102e-07 -6.01665e-08 7.56215e-10 -5.8607e-08 4.67616e-08 -1.37115e-07 3.31664e-09 1.84554e-09 3.66151e-09 1.13507e-09 7.24752e-08 -3.72368e-08 -1.23742e-09 1.47029e-09 3.25254e-09 4.28145e-10 7.65361e-08 1.58208e-07 -2.92212e-09 3.89939e-10 1.31756e-07 -1.20007e-07
internal_weight=0 2899 222 192 162 68 41 94 70 47 2878 119 95 59 2759 2733 2695 2672 86 65 2586 2558 2535 2514 106 81 2408 2373 65 43
internal_count=3121 2899 222 192 162 68 41 94 70 47 2878 119 95 59 2759 2733 2695 2672 86 65 2586 2558 2535 2514 106 81 2408 2373 65 43
is_linear=0
shrinkage=0.1


Tree=9710
num_leaves=31
num_cat=0
split_feature=481 2 159 13 0 481 3 1455 160 1456 15 1456 158 482 52 42 39 4 45 47 0 16 3 47 0 13 4 132 1203 132
split_gain=4.29106e-11 5.01975e-10 9.83267e-10 1.16041e-09 4.81702e-10 5.20163e-11 2.10961e-10 1.22878e-10 2.29669e-10 1.05059e-10 2.27038e-10 1.94281e-10 7.59052e-11 6.48328e-11 1.93328e-10 1.69385e-10 1.55348e-10 7.12596e-11 6.27315e-11 6.59751e-11 3.99225e-10 1.37123e-09 7.19838e-10 2.24124e-10 1.0017e-10 9.7873e-11 9.21014e-11 7.42774e-11 1.47773e-09 7.26236e-10
threshold=-0.086484999999999992 0.092875000000000013 -0.08569499999999998 -0.085744999999999988 -0.084044999999999995 -0.082304999999999989 -0.085709999999999995 -0.09534999999999999 -0.072114999999999985 -0.15308499999999997 -0.07490999999999999 -0.090954999999999994 -0.47060499999999994 0.090355000000000005 0.12445000000000002 0.088795000000000013 0.15619500000000003 0.51164000000000009 0.10331000000000001 0.092165000000000011 -0.10224499999999999 -0.23935499999999996 -1.0000000180025095e-35 0.090100000000000013 -0.091354999999999978 -0.07743499999999999 -0.008819999999999998 -0.083284999999999984 0.089165000000000008 -0.069704999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -2 8 -7 10 -9 -11 -13 16 15 17 18 -15 19 23 21 -21 24 27 -22 26 -26 28 -14 -29
right_child=5 -3 3 4 -6 7 -8 9 -10 11 -12 12 13 14 -16 -17 -18 -19 -20 20 22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-6.2814103475003238e-07 -2.8419757899403718e-07 4.7815658268004684e-07 -3.1310892580904695e-07 8.4183156936035184e-07 1.4778396902670466e-07 4.1766805811249699e-07 1.3508821310670966e-07 7.3922435461781791e-08 -1.1786585046689708e-08 3.0191702784404266e-07 -4.0256255644521844e-07 -1.5188646416925836e-07 -4.0117080357259955e-08 2.0758991072154588e-07 3.1207508090875975e-07 -2.1672579457288065e-07 -2.7541603567929737e-07 -3.6096395865976255e-08 1.4928724904503154e-07 1.3070306871377904e-08 -1.8017695128473105e-07 -9.5623331485938945e-07 5.4922633598563231e-07 3.3479842002748229e-07 -2.7895642169539771e-08 -5.8886512481019317e-08 2.7195179018777014e-07 -6.0631700250723951e-07 8.7097192960072797e-07 -9.4225180817354357e-10
leaf_weight=22 28 23 32 20 20 20 21 20 33 21 20 34 162 28 26 25 21 21 27 54 42 20 23 20 20 96 21 20 20 2161
leaf_count=22 28 23 32 20 20 20 21 20 33 21 20 34 162 28 26 25 21 21 27 54 42 20 23 20 20 96 21 20 20 2161
internal_value=0 5.9413e-08 -4.30455e-08 1.35734e-07 4.94808e-07 -2.31554e-09 -1.04504e-07 -6.21047e-10 1.50272e-07 -3.37684e-09 -1.6432e-07 -1.12746e-09 -3.36749e-09 -1.56855e-09 7.7503e-08 -4.91421e-09 -4.48955e-09 1.03153e-07 -2.37136e-09 -3.91133e-09 -5.01961e-08 -2.48904e-07 2.25977e-08 1.44939e-09 -4.50696e-08 -3.64986e-09 1.25685e-07 -1.37202e-09 6.00026e-08 -6.4936e-09
internal_weight=0 117 94 72 40 3004 49 2955 53 2902 40 2862 2841 2807 100 74 2707 49 2686 2659 276 74 202 2383 179 137 41 2363 182 2181
internal_count=3121 117 94 72 40 3004 49 2955 53 2902 40 2862 2841 2807 100 74 2707 49 2686 2659 276 74 202 2383 179 137 41 2363 182 2181
is_linear=0
shrinkage=0.1


Tree=9711
num_leaves=31
num_cat=0
split_feature=132 394 1203 43 4 42 43 4 0 12 42 12 147 147 147 158 484 4 13 12 12 3 1210 1210 12 3 2 4 42 156
split_gain=4.05464e-11 2.23802e-10 1.40674e-10 4.19142e-11 1.19683e-10 1.50537e-10 9.43965e-11 2.06119e-10 9.05429e-11 8.87263e-11 1.27303e-10 8.50582e-11 5.98411e-11 2.15254e-10 1.42309e-10 6.31362e-11 1.01964e-10 2.6463e-10 2.41985e-10 8.04359e-11 4.43478e-10 2.56949e-10 1.86114e-10 2.69182e-10 1.60115e-10 2.67314e-10 3.12564e-10 2.25476e-10 1.94536e-10 1.933e-10
threshold=-0.083174999999999985 0.11233000000000001 0.089005000000000015 0.18116500000000002 -0.079329999999999984 -0.058859999999999989 0.084740000000000024 -0.075889999999999999 -0.10224499999999999 0.10266500000000002 0.084755000000000011 0.088305000000000008 0.099230000000000013 0.11204500000000002 0.093875000000000014 -0.073714999999999989 -0.017214999999999998 -0.064804999999999988 -0.076599999999999988 0.094435000000000005 0.094070000000000015 -0.047929999999999993 -0.064799999999999983 -0.0049999999999999984 0.097325000000000009 -0.077774999999999983 0.095040000000000013 -0.078439999999999996 0.094365000000000018 -0.065739999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 -5 -6 12 -8 -9 10 -10 -7 14 -14 15 16 17 -2 -18 20 -17 22 -21 -24 25 27 -27 -25 -29 -26
right_child=1 -3 -4 4 5 11 7 8 9 -11 -12 -13 13 -15 -16 19 18 -19 -20 21 -22 -23 23 24 29 26 -28 28 -30 -31
leaf_value=-1.1571695214576186e-08 2.8339617301753607e-07 3.36510379952415e-07 -2.5511975926056713e-07 2.4432682616188011e-07 -2.0107194063712088e-07 -5.5963502418876491e-08 -3.314471828519817e-07 1.4079935576424199e-07 2.8997401440868827e-08 9.7349975476390689e-08 -3.0203670239741931e-07 2.1404944686561782e-07 3.4958706943858228e-07 -9.3234440488804868e-08 -2.4187170891328457e-07 1.0196948267262921e-08 -3.9463373025228068e-07 -1.7321788343830729e-07 6.5828002587544516e-08 -2.9048770351852475e-07 4.6172212338743441e-07 -3.2903573486254135e-07 3.3454751891658027e-07 -2.1890852630284439e-07 3.1768309494986002e-07 -7.3054757675750954e-08 -5.9888609371228086e-07 -7.2794186800300468e-08 2.6306036050648209e-07 3.6407934191272166e-09
leaf_weight=195 22 20 27 27 25 20 27 26 21 20 26 28 21 23 24 1933 25 30 21 23 22 27 23 35 21 26 20 35 34 294
leaf_count=195 22 20 27 27 25 20 27 26 21 20 26 28 21 23 24 1933 25 30 21 23 22 27 23 35 21 26 20 35 34 294
internal_value=0 3.15034e-09 -4.11924e-08 8.34536e-10 6.44414e-08 -2.09156e-09 -1.4543e-09 -8.82108e-08 -1.75938e-08 -7.90598e-08 -1.54128e-07 1.01544e-07 2.461e-09 1.18112e-07 5.15048e-10 2.76024e-09 -7.59722e-08 1.9965e-08 -1.84423e-07 5.85521e-09 1.5278e-08 -2.83858e-08 -1.25001e-08 6.01727e-10 -1.5916e-08 -1.00951e-07 -3.01677e-07 -1.21687e-08 9.26994e-08 2.45769e-08
internal_weight=0 2899 222 2879 100 73 2779 120 93 67 47 48 2659 44 2615 2591 98 52 46 2493 1955 538 511 488 465 150 46 104 69 315
internal_count=3121 2899 222 2879 100 73 2779 120 93 67 47 48 2659 44 2615 2591 98 52 46 2493 1955 538 511 488 465 150 46 104 69 315
is_linear=0
shrinkage=0.1


Tree=9712
num_leaves=31
num_cat=0
split_feature=1209 1212 3 1212 42 43 1210 3 1212 401 12 0 1210 1209 43 1211 403 15 13 1200 1203 1209 401 12 390 401 16 401 15 393
split_gain=4.01082e-11 5.06195e-11 4.55203e-10 1.6148e-09 7.27456e-10 2.84956e-10 6.63004e-11 5.69771e-11 5.44221e-11 5.09047e-11 2.14462e-10 3.11589e-10 1.2494e-10 1.40719e-10 1.29431e-10 5.07936e-11 1.48793e-10 1.87454e-10 1.60554e-10 6.51098e-11 1.47139e-10 5.28338e-11 4.96587e-11 1.96295e-10 9.03762e-11 7.64991e-11 1.83003e-10 8.88674e-11 1.94725e-10 6.89417e-11
threshold=-0.14444499999999996 -0.087764999999999996 -0.078724999999999976 -0.092474999999999988 0.089810000000000015 -0.0040649999999999983 -0.13847499999999999 -0.081459999999999991 -0.063924999999999996 -1.0000000180025095e-35 0.097575000000000009 -0.074229999999999977 0.0028200000000000005 0.10344000000000002 -0.036954999999999995 0.087635000000000005 -0.074254999999999988 0.08517000000000001 -0.084319999999999992 0.090100000000000013 0.089745000000000019 -1.0000000180025095e-35 0.09530000000000001 0.088485000000000022 0.088375000000000023 0.085900000000000018 -0.079734999999999986 0.076195000000000013 -1.0000000180025095e-35 -0.088754999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -3 -7 -8 10 11 -10 13 15 -14 19 17 -17 -18 20 21 -11 24 -24 25 27 -27 29 -29 -23
right_child=1 6 4 -5 -6 7 8 -9 9 12 -12 -13 14 -15 -16 16 18 -19 -20 -21 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=1.4115936878056345e-07 3.1041985256184425e-07 1.3685935884824277e-07 5.9935423172913467e-07 -8.8172621167359476e-07 -1.2461409629135494e-07 -2.2875528117083376e-07 1.1471331264402114e-07 7.0847978996707328e-09 4.3663902377353398e-08 -1.1673379917854805e-07 1.6165951583440638e-07 -5.0785220366833534e-07 2.1844934521603981e-08 -2.3364931853218598e-07 3.5492315419105581e-07 1.8515171262833975e-09 1.4704345929317242e-07 4.3481082002472253e-07 -2.0161425123684955e-07 1.6885605989810675e-07 -2.1372164185477645e-07 -1.5500402787336857e-07 -2.6647371252084347e-07 8.6603147142483305e-08 1.9194170118908008e-07 3.1389414107252381e-07 -7.269644039335314e-08 4.5179517655924427e-08 -3.7345197100080442e-07 2.8465277746524309e-09
leaf_weight=20 27 36 23 25 35 20 41 21 21 39 22 20 28 26 20 20 25 20 28 22 33 28 31 32 25 25 24 25 20 2339
leaf_count=20 27 36 23 25 35 20 41 21 21 39 22 20 28 26 20 20 25 20 28 22 33 28 31 32 25 25 24 25 20 2339
internal_value=0 -9.0905e-10 -5.73807e-08 -1.94496e-07 1.62477e-07 5.81619e-08 1.98153e-09 -1.07959e-07 3.15233e-10 -1.31732e-09 -9.02158e-08 -2.25368e-07 6.75778e-10 -2.10398e-09 1.60628e-07 9.63803e-11 7.27326e-08 2.18331e-07 -3.71531e-08 -2.45949e-09 -3.89747e-09 -1.22197e-09 5.45375e-10 -8.71331e-08 2.76732e-09 8.45593e-10 1.24544e-07 -1.66734e-09 -1.40879e-07 9.79263e-10
internal_weight=0 3101 151 93 58 68 2950 41 2914 2873 63 41 2810 2762 48 2736 93 40 53 2643 2621 2588 2549 63 2486 2461 49 2412 45 2367
internal_count=3121 3101 151 93 58 68 2950 41 2914 2873 63 41 2810 2762 48 2736 93 40 53 2643 2621 2588 2549 63 2486 2461 49 2412 45 2367
is_linear=0
shrinkage=0.1


Tree=9713
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 12 400 52 402 133 402 133 133 133 403 1208 1210 1210 1209 133 403 1213 394 1176 1212 401 16 52 402 1212
split_gain=3.96945e-11 1.13304e-09 6.64555e-10 2.04192e-10 5.08451e-11 1.73298e-10 2.62901e-10 8.84365e-11 6.12249e-11 1.02112e-10 3.01256e-10 1.84023e-10 5.56387e-11 1.38289e-10 1.55704e-10 1.50831e-10 5.53385e-11 8.94523e-11 7.09604e-11 7.6258e-11 7.12308e-11 5.61608e-11 1.09545e-10 1.20119e-10 7.50935e-11 1.35802e-10 3.15411e-10 2.91507e-10 1.38482e-10 9.8293e-11
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.016569999999999994 0.087445000000000009 -0.080619999999999983 0.087765000000000024 -0.47355499999999995 0.51114000000000004 -0.45015499999999992 0.42433500000000007 0.41171500000000005 0.40431 -0.54856499999999986 0.10233500000000001 -0.3960249999999999 -0.089089999999999989 -0.084519999999999984 0.26639000000000007 -0.23323999999999998 0.12955000000000003 -0.12099999999999998 0.085730000000000015 -0.44605499999999992 0.092675000000000021 -0.092804999999999985 0.086965000000000015 0.11462500000000002 -0.064959999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 -8 -6 11 -11 12 13 14 -10 16 -16 -18 -19 20 -20 22 -22 24 -24 29 -27 28 -28 -26
right_child=2 -3 4 -5 8 6 7 -9 9 10 -12 -13 -14 -15 15 -17 17 18 19 -21 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=1.0229918485349752e-09 -5.5061431050970355e-07 7.3949041781891838e-07 -1.8696959529052039e-07 -3.3597480531000201e-07 1.6876613231142119e-07 4.5420654871008997e-07 1.2926422708791174e-07 -1.3722623357637075e-07 -2.1485553958200398e-07 -3.2869561457411173e-07 8.9249289224406262e-08 3.0265207655588712e-07 -1.3085703532204096e-07 2.5539265425864178e-07 -1.5955820448322235e-07 2.6745479160473181e-07 1.5623896219254776e-07 -1.4190567275325822e-07 -1.8600211585554202e-07 1.4398902629232504e-07 1.9061750649029819e-07 -1.3262885991682794e-07 -1.6524395747368276e-07 -2.2909538079543184e-07 -1.7351855421331879e-07 4.6294030680439303e-07 -3.1825044437655814e-07 3.1964213885685027e-07 4.4912980001754477e-08 3.6353657764385961e-10
leaf_weight=178 22 21 20 20 21 20 33 20 34 35 34 20 33 21 22 21 36 36 21 36 30 32 27 23 33 21 21 21 21 2188
leaf_count=178 22 21 20 20 21 20 33 20 34 35 34 20 33 21 22 21 36 36 21 36 30 32 27 23 33 21 21 21 21 2188
internal_value=0 4.10589e-08 -3.09219e-09 -3.30172e-08 1.09027e-09 7.38272e-08 1.45278e-07 2.87018e-08 -1.33691e-09 -2.62836e-09 -1.22752e-07 4.44871e-10 -1.81293e-09 -2.02323e-10 -2.24864e-09 5.43415e-10 -1.63927e-09 -2.74693e-10 -2.51951e-09 -4.91256e-10 -2.62468e-09 -1.03141e-09 7.34254e-10 -1.68464e-09 5.58261e-10 2.50041e-09 1.27311e-07 1.54349e-08 -1.36669e-07 -2.22003e-09
internal_weight=0 219 2902 198 2880 93 73 53 2787 2766 69 2697 2677 2644 2623 2589 2568 2546 2510 2474 2438 2417 2385 2355 2332 2305 84 63 42 2221
internal_count=3121 219 2902 198 2880 93 73 53 2787 2766 69 2697 2677 2644 2623 2589 2568 2546 2510 2474 2438 2417 2385 2355 2332 2305 84 63 42 2221
is_linear=0
shrinkage=0.1


Tree=9714
num_leaves=31
num_cat=0
split_feature=1446 133 403 403 133 1210 3 160 133 51 475 13 3 403 0 1455 1429 1429 456 151 3 2 2 475 1429 0 367 47 0 1
split_gain=3.88366e-11 3.93242e-10 3.41596e-10 1.52195e-10 7.3104e-10 1.50915e-10 7.95522e-10 1.23623e-10 2.63139e-10 1.49756e-10 2.44843e-10 9.85986e-11 1.02216e-10 9.40136e-11 6.7001e-11 5.76349e-11 6.37698e-11 3.99147e-10 2.63595e-10 2.23084e-10 2.11662e-10 3.83635e-10 5.21411e-10 2.99691e-10 1.36976e-10 1.36019e-10 8.32743e-11 8.95407e-11 3.34763e-10 1.92104e-09
threshold=0.083715000000000026 0.10995500000000001 -0.083814999999999987 -0.54856499999999986 0.40431 -0.13847499999999999 -0.082284999999999983 -0.090764999999999985 0.084415000000000018 -0.025879999999999997 -0.083709999999999993 -0.084154999999999994 -0.078584999999999988 -0.53255499999999989 -0.082974999999999979 -0.094999999999999987 0.083715000000000026 0.083960000000000021 0.088285000000000016 -0.54526999999999981 -0.086274999999999977 0.087545000000000026 0.10644500000000001 -0.084049999999999986 0.052280000000000007 -0.083804999999999977 -0.066164999999999988 0.092165000000000011 -0.10224499999999999 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 -5 8 14 -9 -11 -12 -13 -7 -4 -15 19 -18 20 -17 21 -19 -23 -22 26 -25 -21 -28 29 -29
right_child=1 -3 7 5 -6 13 -8 9 -10 10 11 12 -14 15 -16 16 17 18 -20 24 23 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=-6.383156177491856e-07 -2.957845693377489e-07 3.7126560143054033e-07 1.6504227607254445e-07 6.5529788887630499e-07 1.658543389737588e-07 -1.7948933556037143e-07 -1.7680708037072758e-07 -7.3281987808701053e-08 -3.4847837078189063e-07 4.7176953276426681e-07 -8.7343531533959959e-08 3.1379090583898334e-07 8.6416236114029657e-09 1.1074036403139569e-07 -6.9497806434594079e-08 3.3372272724818684e-07 -4.6991089656482176e-07 -2.4935103179283637e-07 3.236809656452048e-07 1.9006045763687681e-07 -3.7261123733625597e-07 5.4348977136861817e-07 -1.1798411595588155e-07 1.5571649723729783e-07 -2.4450616365974699e-07 -1.5129231210340228e-07 5.9403763334079875e-09 -1.0744122792871736e-06 1.0679748989564102e-08 7.0054061363965633e-08
leaf_weight=20 35 31 29 20 26 30 27 34 22 21 23 23 21 45 21 20 21 24 21 23 37 26 22 27 23 31 2131 20 212 55
leaf_count=20 35 31 29 20 26 30 27 34 22 21 23 23 21 45 21 20 21 24 21 23 37 26 22 27 23 31 2131 20 212 55
internal_value=0 3.70091e-08 -8.23963e-09 -3.3575e-09 -1.83785e-07 -4.09136e-10 1.7728e-07 4.3637e-08 -6.02743e-08 1.04962e-07 1.73829e-07 8.04442e-08 1.68151e-07 -3.42626e-09 6.65354e-08 -1.49715e-09 -3.37264e-09 -5.64235e-08 -1.0236e-08 1.09097e-09 -5.22256e-08 7.70925e-08 2.40314e-07 -1.50235e-07 -1.60896e-09 -8.37442e-09 6.79708e-10 -1.12168e-09 -5.35581e-08 -2.35137e-07
internal_weight=0 260 229 2861 46 2815 47 194 72 122 88 67 44 2768 50 2738 2693 209 188 2484 167 72 48 95 2464 58 2441 2418 287 75
internal_count=3121 260 229 2861 46 2815 47 194 72 122 88 67 44 2768 50 2738 2693 209 188 2484 167 72 48 95 2464 58 2441 2418 287 75
is_linear=0
shrinkage=0.1


Tree=9715
num_leaves=31
num_cat=0
split_feature=402 401 1208 1208 1210 403 484 13 133 43 13 1211 50 403 402 43 130 133 1209 42 403 1455 43 400 132 13 394 133 160 13
split_gain=3.77835e-11 8.60367e-11 4.69555e-11 6.34077e-11 5.45433e-11 5.9291e-11 2.14192e-10 3.78142e-10 8.7153e-10 2.36542e-10 7.63857e-10 1.79986e-10 1.34583e-10 2.16765e-10 9.91876e-11 1.61913e-10 1.50872e-10 2.52297e-10 2.34931e-10 8.2595e-11 8.02003e-11 9.44088e-11 8.9966e-11 6.68306e-11 1.61529e-09 1.28963e-09 8.91362e-11 5.78905e-11 1.30445e-10 2.02737e-10
threshold=0.31278000000000006 0.13699500000000003 0.11531000000000001 0.10233500000000001 -0.15347999999999998 -0.085284999999999986 -0.081614999999999979 -0.085584999999999981 -0.0089749999999999986 0.055925000000000009 -0.072819999999999982 0.089055000000000009 0.090390000000000012 -0.5341999999999999 0.087035000000000015 -0.0082299999999999995 0.08610000000000001 0.12599500000000005 0.085415000000000005 -0.076394999999999977 -0.083814999999999987 -0.094999999999999987 -0.079734999999999986 -0.081639999999999976 -0.083284999999999984 -0.01163 0.055520000000000007 0.10275500000000001 -0.063384999999999983 -0.06884499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 -8 10 -9 12 13 -12 15 16 18 -18 19 -15 -7 22 -22 24 25 -23 27 -25 29 -29
right_child=-2 -3 -4 -5 5 20 7 9 -10 -11 11 -13 -14 14 -16 -17 17 -19 -20 -21 21 23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-1.6042520363563589e-07 1.3367515805384755e-07 -1.9796659645718053e-07 -1.3332267933754759e-07 1.4392481714807103e-07 -2.659596692534582e-07 -1.6152651702849854e-07 -1.1413782595840971e-07 -6.0894663789667912e-07 6.4275102200639373e-07 3.3502810319013021e-07 3.3671975250810993e-07 3.125674381754791e-07 -2.2843580861252702e-07 -1.3381614341057003e-07 1.7854229552254023e-07 -2.7484348947837133e-07 -4.1042177468142432e-07 8.5854108804250296e-08 3.532078336399497e-07 6.3468538987384218e-08 2.0092956322426499e-08 8.3244139439386808e-07 2.8450720919372754e-07 -8.064381388877251e-11 -8.2075010376619105e-07 -2.8957729268443349e-07 1.6338324644316062e-07 -4.4334683593660887e-07 -1.4353600052165487e-08 1.523333315574183e-09
leaf_weight=21 21 22 26 31 22 32 29 20 32 21 21 21 22 32 27 23 20 21 23 63 31 20 22 2232 21 21 32 20 151 21
leaf_count=21 21 22 26 31 22 32 29 20 32 21 21 21 22 32 27 23 20 21 23 63 31 20 22 2232 21 21 32 20 151 21
internal_value=0 -9.13192e-10 4.95247e-10 1.63524e-09 1.75137e-10 1.29934e-09 3.72971e-08 5.50882e-08 2.82919e-07 1.08281e-08 -1.24081e-08 3.12944e-08 7.85496e-09 3.04567e-08 -3.16153e-10 -2.68501e-08 9.02316e-09 -1.56232e-07 6.64422e-08 -2.98525e-09 -4.19091e-09 -2.23263e-09 1.2985e-07 -5.01276e-09 -1.07549e-07 2.57749e-07 -2.4243e-09 -4.61318e-09 -5.73039e-08 -2.15487e-07
internal_weight=0 3100 3078 3052 3021 3000 397 375 61 314 293 273 252 230 209 182 159 41 118 95 2603 2571 53 2518 62 41 2456 2424 192 41
internal_count=3121 3100 3078 3052 3021 3000 397 375 61 314 293 273 252 230 209 182 159 41 118 95 2603 2571 53 2518 62 41 2456 2424 192 41
is_linear=0
shrinkage=0.1


Tree=9716
num_leaves=31
num_cat=0
split_feature=481 2 3 2 484 13 1453 1455 2 482 158 1456 482 42 1371 160 52 1447 13 480 471 12 158 13 51 12 4 16 51 3
split_gain=4.48445e-11 2.33106e-10 9.01978e-10 4.06537e-10 3.97636e-10 5.73887e-10 1.12089e-10 4.87393e-11 5.23485e-11 4.93571e-11 1.19834e-10 8.31804e-11 5.20889e-11 2.35842e-10 6.95036e-11 7.91142e-11 6.70999e-11 2.07243e-10 2.91622e-10 1.39528e-10 1.39175e-10 1.36235e-10 2.20154e-10 1.58096e-10 1.27989e-10 4.50735e-10 9.66533e-10 6.62097e-10 4.11102e-10 2.37262e-10
threshold=-0.081614999999999979 0.092875000000000013 -0.071329999999999991 0.083715000000000026 -0.081614999999999979 -0.085964999999999986 -0.085754999999999984 -0.09534999999999999 0.09142500000000002 0.11191500000000001 -0.46413499999999996 -0.091834999999999986 0.098465000000000011 0.22070000000000004 0.08976000000000002 -0.55045999999999984 0.26746000000000009 -0.080289999999999986 -0.083364999999999981 0.10272000000000002 0.094575000000000006 0.10097500000000002 -0.073714999999999989 -0.074044999999999986 0.094075000000000006 0.088245000000000004 -0.077999999999999986 -0.087989999999999985 0.123935 -0.077354999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -2 8 -8 11 -11 -9 13 14 15 -13 19 -18 -19 20 24 22 -20 -24 -17 27 -27 -26 -29 -28
right_child=6 -3 -4 4 -6 -7 7 9 -10 10 -12 12 -14 -15 -16 16 17 18 21 -21 -22 -23 23 -25 25 26 29 28 -30 -31
leaf_value=3.8705933531803435e-07 -2.3886705605491445e-07 3.1361821848057459e-07 -6.2556407627312187e-07 9.5256763878686414e-08 2.6604305320909064e-07 -5.3205672395506553e-07 1.803455327831216e-07 1.4360639142570366e-07 -2.551203530336872e-08 -2.8839560073379289e-07 4.62966119933437e-08 1.7061832004663723e-07 -1.3030334746755302e-07 3.3186150716346674e-07 -1.6726288391256419e-07 -7.2254794587853124e-09 -3.6769829240057563e-07 -3.0459495936459765e-07 -8.6767838845182942e-08 2.1755003915106483e-07 -2.4792164360885341e-07 -1.1369811971917443e-07 4.6391491139274875e-07 1.0329538161884911e-07 -4.5742719682242879e-07 7.7679796254415126e-07 -1.94709509780357e-07 3.5127047907460945e-07 -1.0210709098777848e-07 2.5721609187964338e-07
leaf_weight=35 20 28 20 35 33 25 30 39 21 20 23 26 32 21 26 2281 20 30 33 29 23 38 20 31 29 25 26 36 45 21
leaf_count=35 20 28 20 35 33 25 30 39 21 20 23 26 32 21 26 2281 20 30 33 29 23 38 20 31 29 25 26 36 45 21
internal_value=0 4.90289e-08 -1.02848e-09 9.65552e-08 -1.27743e-08 -1.66124e-07 -2.93506e-09 -1.32185e-09 9.55807e-08 -3.04142e-09 -1.09374e-07 -1.42633e-09 -3.45222e-09 -1.98148e-09 -4.54107e-09 -2.98162e-09 -4.66142e-09 -6.50885e-08 -2.52715e-08 -5.28825e-10 -3.07279e-09 4.34147e-08 1.14489e-07 2.44715e-07 -7.86338e-10 7.99152e-08 2.74431e-07 -4.74043e-08 9.93941e-08 7.2147e-09
internal_weight=0 176 148 128 93 60 2945 2925 51 2874 43 2831 2792 2760 2739 2713 2687 172 152 2515 2486 122 84 51 2463 182 72 110 81 47
internal_count=3121 176 148 128 93 60 2945 2925 51 2874 43 2831 2792 2760 2739 2713 2687 172 152 2515 2486 122 84 51 2463 182 72 110 81 47
is_linear=0
shrinkage=0.1


Tree=9717
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1213 402 13 402 403 1210 403 43 52 3 1210 1211 1213 402 133 15 1209 402 12 402 1210 402 1209 1204 131 482 483
split_gain=4.34317e-11 2.56443e-10 1.97145e-10 4.7235e-11 2.33621e-10 1.33115e-10 1.18158e-10 1.44111e-10 2.77776e-10 1.12475e-10 1.5766e-10 1.69178e-10 1.06447e-10 7.3447e-11 6.14999e-11 1.14804e-10 8.46447e-11 1.08255e-10 3.716e-10 7.66628e-11 5.90141e-11 3.78464e-10 2.11081e-10 1.28665e-10 6.72475e-11 2.03402e-10 7.39993e-11 6.21545e-11 7.38339e-11 9.51992e-11
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.060985000000000004 0.11086000000000001 -0.087074999999999986 0.23460000000000003 -0.55276999999999987 -0.13847499999999999 -0.014954999999999998 -0.0071849999999999995 0.08568000000000002 -0.080484999999999987 -0.090569999999999998 0.11671000000000002 0.0036000000000000003 -0.45454999999999995 0.41553500000000004 0.092715000000000006 0.11155000000000002 -0.092414999999999983 0.089085000000000011 -0.064959999999999976 -0.064799999999999983 -0.024724999999999997 -1.0000000180025095e-35 -0.016569999999999994 0.11863000000000001 0.12191 0.11494000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 -5 7 -3 -9 10 11 12 -7 -10 15 16 -15 19 -19 20 21 -18 -22 -24 -25 -26 -27 28 29 -28
right_child=1 3 -4 4 -6 9 -8 8 13 -11 -12 -13 -14 14 -16 -17 17 18 -20 -21 22 -23 23 24 25 26 27 -29 -30 -31
leaf_value=-6.8275009325424968e-09 3.5144740359831828e-07 -2.3962170882896317e-07 -2.9067814608652045e-07 -1.7389939011406222e-07 3.1017084509699091e-07 -2.0961241793721847e-07 -2.190785335187684e-07 3.476103171722215e-07 -1.8770081791921087e-07 2.5446284672108795e-07 -1.8370004672687496e-07 2.4933112534597513e-07 1.1274279906103856e-07 1.6123977042425963e-07 -1.664148024877415e-07 2.4014850186659947e-07 -4.0368845759530815e-07 7.4486197820059867e-08 -4.8199044691443768e-07 1.8636017280471153e-07 2.5616055721044972e-07 1.5839239586057376e-07 -2.549665722995087e-07 -1.7426292422002959e-07 3.1120815070348077e-07 1.9008918059171267e-07 1.9661456502003757e-10 -1.5117806506330973e-07 1.8536629981657004e-07 -1.3544409326766956e-07
leaf_weight=194 21 25 28 34 29 21 25 23 21 22 31 34 20 32 22 20 23 30 20 22 32 25 20 22 21 20 2182 28 21 53
leaf_count=194 21 25 28 34 29 21 25 23 21 22 31 34 20 32 22 20 23 30 20 22 32 25 20 22 21 20 2182 28 21 53
internal_value=0 3.26487e-09 -4.26285e-08 7.2428e-10 4.87754e-08 1.98244e-09 -2.69134e-09 -6.59155e-10 1.60632e-09 4.87011e-08 5.99577e-09 8.44034e-08 -5.2366e-08 -1.43809e-09 7.04021e-11 1.49501e-09 -3.76045e-10 -2.42912e-09 -1.48104e-07 5.20963e-10 -1.14984e-09 -1.10938e-07 1.04684e-09 -2.4021e-09 -2.49871e-10 1.3967e-09 -1.4271e-09 -3.10412e-09 -1.26633e-09 -3.01992e-09
internal_weight=0 2899 222 2878 191 162 2687 2662 2637 128 106 75 41 2614 2593 2571 2551 2519 50 2469 2447 48 2399 2367 2347 2325 2304 2284 2256 2235
internal_count=3121 2899 222 2878 191 162 2687 2662 2637 128 106 75 41 2614 2593 2571 2551 2519 50 2469 2447 48 2399 2367 2347 2325 2304 2284 2256 2235
is_linear=0
shrinkage=0.1


Tree=9718
num_leaves=31
num_cat=0
split_feature=481 133 1447 2 160 1447 13 481 1429 1429 16 151 151 1429 1420 52 1456 156 2 156 1425 472 471 474 474 474 3 474 2 132
split_gain=3.68443e-11 2.29843e-10 7.5836e-10 3.17254e-10 2.82398e-10 2.48122e-10 2.05456e-10 1.06173e-10 5.67339e-11 4.24615e-10 2.15505e-10 5.07009e-10 1.82812e-10 1.58014e-10 1.19976e-10 1.20453e-10 1.14716e-10 1.10891e-10 1.99886e-10 9.05521e-11 8.2094e-11 9.93187e-11 1.68074e-10 8.2037e-11 7.42638e-11 4.83047e-10 2.99451e-10 1.97042e-10 7.53443e-11 1.72902e-10
threshold=-0.081614999999999979 0.087625000000000022 0.059120000000000013 0.083865000000000009 -0.13024499999999997 -0.086359999999999978 -0.084319999999999992 -0.079764999999999989 0.083715000000000026 0.083985000000000018 -0.011989999999999999 -0.089594999999999994 -0.54526999999999981 0.084885000000000002 -0.08341999999999998 -0.56368999999999991 -0.080829999999999985 0.094415000000000013 0.10644500000000001 0.086765000000000023 0.09198000000000002 -0.078554999999999986 0.086110000000000006 0.097005000000000022 0.088710000000000011 0.091650000000000009 -0.0069549999999999994 0.085860000000000006 0.088125000000000023 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 -2 12 -10 -11 -12 -9 -13 -14 -16 -15 18 19 -18 21 -17 24 -19 27 -26 -27 28 29 -23
right_child=7 -3 -4 5 -6 6 -8 8 9 10 11 13 14 16 15 20 17 23 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=5.7916184914574842e-07 -2.121327364434933e-07 2.6221413019368956e-07 -5.5381634935387905e-07 -2.9293924239937045e-07 5.4114943417343539e-08 3.3111370146885056e-07 -7.959726418519118e-08 3.0440668510323124e-07 -4.7712040489906423e-07 -2.2580369399388228e-07 5.0094422821952582e-07 -2.7069280195942982e-07 2.4494284446063829e-07 2.21744417795771e-07 -1.907625063004368e-07 -1.7809530607249351e-07 1.5613738878786618e-07 2.3056489457372746e-07 -3.6945701566537535e-07 -1.1952148251627757e-07 1.8958555642094008e-07 1.3997127099617586e-07 2.7718750691912478e-07 -3.9542153018601317e-08 5.0530425182517189e-07 1.2892799198445626e-07 -3.44557115800564e-07 -2.8856903213636545e-07 -1.7722545369195767e-08 5.5380082347666508e-09
leaf_weight=20 24 38 22 25 21 21 29 20 21 37 21 22 20 23 33 31 22 23 20 26 23 105 22 22 21 34 22 24 1252 1077
leaf_count=20 24 38 22 25 21 21 29 20 21 37 21 22 20 23 33 31 22 23 20 26 23 105 22 22 21 34 22 24 1252 1077
internal_value=0 4.44399e-08 -1.5527e-08 8.65624e-08 3.10235e-07 -3.57122e-08 9.29013e-08 -2.66148e-09 -9.40391e-10 -4.78404e-08 -6.10481e-09 3.93078e-08 3.20093e-09 -2.20489e-08 9.39622e-10 -9.06091e-10 1.81729e-08 -2.3262e-08 -1.03848e-07 6.82217e-09 1.49347e-09 -1.78134e-10 1.97886e-09 9.85126e-08 -4.09539e-10 9.62946e-08 -5.7084e-08 -3.43892e-09 -6.27448e-10 1.748e-08
internal_weight=0 176 138 116 41 75 50 2945 2921 237 216 179 2684 158 2664 2644 136 113 68 48 2611 2588 2557 45 2535 77 56 2458 2434 1182
internal_count=3121 176 138 116 41 75 50 2945 2921 237 216 179 2684 158 2664 2644 136 113 68 48 2611 2588 2557 45 2535 77 56 2458 2434 1182
is_linear=0
shrinkage=0.1


Tree=9719
num_leaves=31
num_cat=0
split_feature=132 1185 1203 10 0 15 12 11 97 9 41 12 4 12 142 147 147 447 447 16 13 3 1 16 1 13 2 13 1212 12
split_gain=4.5642e-11 2.07172e-10 1.58156e-10 4.05627e-11 4.20807e-10 4.25811e-10 2.72545e-10 5.81125e-11 5.6468e-11 1.26881e-10 5.13593e-11 2.00269e-10 5.9978e-10 3.69978e-10 5.16817e-11 1.02333e-10 8.29394e-11 5.28848e-11 6.61645e-11 8.13401e-11 6.85531e-11 2.15577e-10 1.77399e-10 2.21003e-10 1.62275e-10 1.38456e-10 3.8299e-10 1.80032e-10 1.28386e-10 1.26273e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.011239999999999998 -0.10224499999999999 -0.10324499999999999 -0.010834999999999999 -1.0000000180025095e-35 -0.085969999999999977 -1.0000000180025095e-35 0.076195000000000013 0.085565000000000016 0.0033150000000000007 0.089085000000000011 -0.057499999999999989 0.099730000000000027 0.093875000000000014 0.089885000000000007 0.086195000000000008 -0.54165499999999989 -0.13710499999999998 0.090900000000000009 0.10684 -0.08595499999999999 0.13743000000000002 -0.097224999999999992 0.092120000000000021 -0.094514999999999988 -1.0000000180025095e-35 0.08598500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 -7 -5 -9 -10 14 12 -12 -13 -11 16 17 18 19 -16 21 -21 -23 24 -24 26 29 28 -27 -22
right_child=1 3 -4 7 5 6 -8 8 9 10 11 13 -14 -15 15 -17 -18 -19 -20 20 25 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-1.2287736239339865e-08 3.1630339257000221e-07 -4.3064966407750193e-07 -2.7052590654521838e-07 1.6928174542976024e-07 3.041955114852997e-07 8.2146154595409743e-08 -3.406608324970269e-07 -1.6105610603474254e-07 1.95522111693315e-07 -1.6187957363911209e-07 5.7873224209951486e-07 -3.6258594497221946e-07 -8.2584531746476849e-08 1.60391627537871e-07 1.6862259459214461e-07 1.7720183478342478e-07 -1.8776800144356306e-07 1.5704513045767229e-07 -1.834676907108701e-07 -3.5876171683536416e-07 1.2457528302749981e-07 1.9621043707792495e-07 2.4132492552165664e-07 -3.0109952277715853e-07 -1.2769338625800558e-07 -3.4296411328682553e-08 4.7431886403862098e-07 6.3522176312159081e-10 -3.9260596430779059e-07 -1.9817012535192836e-07
leaf_weight=195 21 24 27 21 37 31 30 21 34 20 24 24 32 31 28 32 24 21 20 22 27 29 22 31 26 20 23 2182 20 22
leaf_count=195 21 24 27 21 37 31 30 21 34 20 24 24 32 31 28 32 24 21 20 22 27 29 22 31 26 20 23 2182 20 22
internal_value=0 3.35154e-09 -4.36951e-08 1.06802e-09 -5.53578e-08 3.65504e-08 -1.25792e-07 3.56582e-09 2.29342e-09 3.55736e-09 1.12198e-09 6.77202e-08 2.00837e-07 -6.78168e-08 -1.75556e-09 -4.99191e-10 -2.7584e-09 -9.77322e-10 -2.31975e-09 -8.42193e-10 -2.79971e-09 -7.34432e-08 -1.53228e-08 -9.29742e-08 4.144e-08 1.20363e-09 1.37682e-07 -3.21872e-09 -2.13451e-07 -2.03308e-08
internal_weight=0 2899 222 2878 122 98 61 2756 2735 2714 2680 111 56 55 2569 2549 2517 2493 2472 2452 2424 130 108 79 48 2294 72 2222 40 49
internal_count=3121 2899 222 2878 122 98 61 2756 2735 2714 2680 111 56 55 2569 2549 2517 2493 2472 2452 2424 130 108 79 48 2294 72 2222 40 49
is_linear=0
shrinkage=0.1


Tree=9720
num_leaves=31
num_cat=0
split_feature=44 46 1429 156 12 12 43 483 484 12 13 16 16 2 2 132 12 51 52 16 13 12 2 0 1428 11 401 12 12 42
split_gain=3.76754e-11 1.76283e-10 9.75629e-11 1.26723e-10 6.16062e-11 3.26816e-10 6.21446e-10 1.61978e-10 3.37451e-10 1.4943e-10 2.2242e-10 1.23953e-10 2.13539e-10 2.71893e-10 3.20583e-10 2.06719e-10 1.81397e-10 1.46735e-10 1.56453e-10 2.98463e-10 2.42543e-10 1.0969e-10 2.5045e-10 2.13007e-10 1.53918e-10 1.25011e-10 1.04243e-10 4.49236e-10 3.70526e-10 6.02526e-10
threshold=0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 0.099815000000000015 0.10193000000000001 -0.05647499999999999 0.10143000000000001 0.084975000000000009 0.10408500000000002 0.016935000000000002 -0.076669999999999988 -0.13941499999999998 0.090175000000000019 0.10444500000000002 0.089365000000000014 0.12757000000000002 -0.24460499999999999 0.10263500000000002 -0.020119999999999996 0.0049450000000000006 0.097575000000000009 0.097845000000000015 -0.072594999999999979 -0.020064999999999996 0.08765000000000002 -1.0000000180025095e-35 0.096210000000000004 0.096525000000000014 0.095885000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 21 6 -6 8 9 10 -7 12 16 -14 -15 17 -11 -13 19 -19 -20 24 23 -23 -4 26 27 -26 -28 -30
right_child=1 -3 3 -5 5 7 -8 -9 -10 11 -12 15 13 14 -16 -17 -18 18 20 -21 -22 22 -24 -25 25 -27 28 -29 29 -31
leaf_value=-2.2151263703307223e-07 3.1466760965770394e-07 -7.4048112936558095e-08 -2.3673555441898012e-07 2.5096614876929378e-07 1.3209594061823859e-07 -3.6725268870441145e-08 -5.6763574557786953e-07 -2.6816355536141145e-07 4.105958480948857e-07 1.5021358636274202e-07 3.7660841568787837e-07 -2.7085142005624959e-07 2.10816499475186e-08 -6.7022249016277094e-07 -1.1080294655130274e-07 3.0256909695290025e-07 -2.0890354810050711e-07 4.2668306157284388e-07 -3.327194115434815e-07 -1.9996082191762703e-08 1.0812671374556734e-07 1.8439742485535744e-07 3.5361416876341918e-07 -2.4638580229789528e-07 1.1211485857624363e-07 1.8094527448124902e-07 -1.9060182173310144e-09 -4.8281680940156302e-07 -3.9514985957112004e-08 6.9687714649546711e-07
leaf_weight=20 20 28 27 20 22 30 30 22 20 39 23 21 25 21 20 22 22 21 26 52 24 24 29 22 30 39 2355 22 25 20
leaf_count=20 20 28 27 20 22 30 30 22 20 39 23 21 25 21 20 22 22 21 26 52 24 24 29 22 30 39 2355 22 25 20
internal_value=0 8.79168e-08 -1.3673e-09 7.48577e-11 -1.57955e-09 -3.61775e-08 -2.71595e-07 -4.6267e-09 1.12143e-08 -1.18713e-08 1.42646e-07 -3.98215e-08 -1.14183e-07 -2.38844e-07 -3.97335e-07 1.70694e-08 2.06959e-08 -2.65486e-08 1.51617e-08 1.08501e-07 -1.21113e-07 4.2913e-09 1.23465e-07 -2.16293e-08 7.41651e-10 3.31567e-09 4.90404e-10 -1.39587e-07 3.52541e-09 2.8777e-07
internal_weight=0 48 3073 3053 3033 440 52 388 366 346 53 293 127 66 41 166 61 144 123 73 50 2593 75 46 2518 2491 2452 52 2400 45
internal_count=3121 48 3073 3053 3033 440 52 388 366 346 53 293 127 66 41 166 61 144 123 73 50 2593 75 46 2518 2491 2452 52 2400 45
is_linear=0
shrinkage=0.1


Tree=9721
num_leaves=31
num_cat=0
split_feature=401 401 402 1210 50 132 403 133 50 49 160 0 50 0 50 50 1 12 50 394 3 1 1452 159 12 12 15 3 12 4
split_gain=4.32426e-11 6.84414e-11 7.61488e-11 6.74927e-11 4.64743e-11 1.05521e-09 9.17871e-10 1.85779e-10 2.22302e-10 1.3033e-10 2.36329e-10 6.17171e-10 2.34405e-10 2.1698e-10 2.93316e-10 1.82486e-10 1.7533e-10 1.71011e-10 1.14414e-10 1.05217e-10 9.76064e-11 7.81112e-11 7.17834e-11 1.26254e-10 7.79629e-11 2.40406e-10 4.62152e-10 5.33841e-10 2.81305e-10 3.05326e-10
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.096900000000000014 -0.083284999999999984 -0.074254999999999988 -1.0000000180025095e-35 0.11534500000000002 0.08610000000000001 -0.089744999999999978 -0.090314999999999993 0.11700000000000001 -0.085754999999999984 0.11219500000000002 0.11174500000000002 0.10205500000000002 0.092755000000000018 0.094920000000000018 0.15288500000000002 -0.082234999999999989 0.082535000000000011 0.11396500000000002 -0.45371999999999996 0.099100000000000008 0.096525000000000014 -0.052074999999999989 -0.084319999999999992 0.095780000000000018 -0.040589999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 18 -6 -7 8 -8 10 11 -9 -11 14 -12 -15 17 -14 19 22 -17 -13 23 -4 25 28 -27 -28 -25 -30
right_child=1 2 3 -5 5 6 7 9 -10 12 13 21 16 15 -16 20 -18 -19 -20 -21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=1.4657501548498431e-07 -1.7280187851452944e-07 1.5143339653759954e-07 -1.9371036848818169e-07 -1.8439097743794266e-07 7.0486339984137722e-07 -6.1976082626504494e-07 3.5466541419282295e-07 -6.1903353795237909e-07 -4.554422187405418e-08 3.9015393927651791e-07 4.0065399134462118e-07 1.6614141987503217e-07 -3.337432641004057e-07 -2.9490803407838941e-07 -9.0077579258041575e-08 1.9310901503321146e-07 1.9142340953925257e-07 7.0283853016338649e-08 -2.0235739435061705e-07 -2.2556429399855917e-07 -9.5697332454847137e-08 -1.0144395770813238e-07 1.878977531077908e-07 6.6593009143604926e-09 -4.2143222423868105e-08 -9.7286166546187565e-08 8.6125493745306329e-08 7.7332542691266337e-07 -5.3639555872564417e-07 -2.8510015779610167e-08
leaf_weight=20 23 33 34 20 22 23 35 23 23 21 29 20 20 25 21 22 31 22 29 21 25 24 20 2035 370 35 26 20 20 29
leaf_count=20 23 33 34 20 22 23 35 23 23 21 29 20 20 25 21 22 31 22 29 21 25 24 20 2035 370 35 26 20 20 29
internal_value=0 -9.40221e-10 3.43996e-10 -1.29343e-09 -8.28642e-11 3.23264e-08 -8.32139e-09 3.29194e-08 1.95962e-07 -4.95616e-10 -4.83545e-08 -1.99248e-07 9.57313e-08 3.45131e-08 1.94547e-07 -7.66213e-08 1.10343e-08 -1.2211e-07 -4.82329e-09 -2.62847e-09 3.94886e-08 2.01858e-08 -8.20185e-10 -2.28938e-09 2.78004e-10 7.52782e-09 1.76553e-07 3.84908e-07 9.58242e-10 -2.3581e-07
internal_weight=0 3101 3078 3045 3025 386 364 341 58 283 189 67 94 122 50 72 73 42 2639 2610 47 44 2589 2569 2535 2165 81 46 2084 49
internal_count=3121 3101 3078 3045 3025 386 364 341 58 283 189 67 94 122 50 72 73 42 2639 2610 47 44 2589 2569 2535 2165 81 46 2084 49
is_linear=0
shrinkage=0.1


Tree=9722
num_leaves=31
num_cat=0
split_feature=132 132 1203 51 12 132 15 484 484 484 484 1454 1456 1456 154 474 52 1 2 155 157 156 475 481 3 2 474 51 474 2
split_gain=4.57237e-11 2.03918e-10 1.22731e-10 4.40714e-11 4.02183e-11 6.57723e-11 6.29697e-11 3.93229e-11 4.91111e-11 5.78006e-11 1.44285e-10 1.41366e-10 7.61531e-11 8.18353e-11 7.2078e-11 8.45422e-11 6.25096e-11 3.31458e-10 5.21673e-10 2.67055e-10 2.04647e-10 1.05441e-10 1.03988e-10 1.10779e-10 4.24861e-10 9.89171e-10 7.02975e-11 2.55329e-10 2.05294e-10 8.8027e-11
threshold=-0.083174999999999985 -0.050879999999999988 0.089005000000000015 1.0000000180025095e-35 0.11527000000000001 -0.44750499999999993 0.085315000000000016 -0.52850499999999989 -0.4999599999999999 -0.24259999999999995 -0.16654499999999997 0.084535000000000013 0.11510000000000002 0.10504000000000001 0.085530000000000009 -0.45463999999999999 -0.55061999999999989 0.10672000000000002 0.10613000000000002 0.11854500000000001 -0.08577499999999999 0.11850000000000001 0.058495000000000012 -0.086484999999999992 -0.085784999999999986 0.085515000000000022 0.089435000000000014 -0.08044999999999998 0.088435000000000014 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 -3 -9 -10 11 -11 13 14 15 -12 17 18 20 21 -17 22 23 24 -18 -26 28 -28 -25 -29
right_child=1 7 -4 -5 -6 6 -8 8 9 10 12 -13 -14 -15 -16 16 19 -19 -20 -21 -22 -23 -24 26 25 -27 27 29 -30 -31
leaf_value=-1.8214594931009743e-07 2.7687911430920969e-07 -1.3895842528199865e-07 -2.4356375368589165e-07 -1.2542402921847118e-07 1.3746985274565305e-07 -2.5207995261548417e-08 1.4522827070452747e-07 1.4728673237562403e-07 -1.1878740036053159e-07 3.6937158682803788e-07 -1.9761109073938728e-07 1.4098167018990658e-08 1.5036150193220073e-07 -2.0400402370057694e-07 1.8816010907585223e-07 -2.2614601050463534e-07 4.8616052000289245e-07 2.7210160734539173e-07 -6.0072819394463297e-07 3.0936003582330129e-07 1.6124865699869892e-07 -2.0552910217475075e-07 1.6080477328372921e-07 -5.150778320624893e-09 -4.9848647734052063e-07 4.0942821080136585e-07 -3.7972671146213128e-07 -7.687664348274235e-08 2.4993535865380781e-07 1.3350912517751112e-07
leaf_weight=20 27 20 27 31 20 96 28 23 40 21 22 24 33 20 20 25 22 21 21 28 30 25 40 2245 24 24 23 59 32 30
leaf_count=20 27 20 27 31 20 96 28 23 40 21 22 24 33 20 20 25 22 21 21 28 30 25 40 2245 24 24 23 59 32 30
internal_value=0 3.34341e-09 -4.37453e-08 -1.60782e-08 4.59087e-09 -1.38645e-08 1.32776e-08 7.71865e-10 1.75174e-09 5.6853e-10 2.28034e-09 1.79892e-07 -6.32395e-10 -2.47039e-09 -9.72554e-10 -2.38875e-09 -7.67422e-10 -7.95603e-08 -1.7673e-07 2.22745e-09 -1.48398e-08 -1.17973e-09 8.64584e-10 -1.73713e-09 1.22259e-07 -4.45291e-08 -5.37033e-09 -8.27157e-08 -1.56591e-09 -5.96009e-09
internal_weight=0 2899 222 195 164 144 124 2872 2852 2829 2789 45 2744 2711 2691 2671 2649 97 76 2552 55 2524 2499 2459 70 48 2389 112 2277 89
internal_count=3121 2899 222 195 164 144 124 2872 2852 2829 2789 45 2744 2711 2691 2671 2649 97 76 2552 55 2524 2499 2459 70 48 2389 112 2277 89
is_linear=0
shrinkage=0.1


Tree=9723
num_leaves=31
num_cat=0
split_feature=1211 50 50 4 52 13 1186 1213 1213 43 402 1210 401 15 131 15 159 52 2 1456 1456 2 1456 1456 3 1451 1456 483 43 483
split_gain=4.46304e-11 2.48277e-10 1.61225e-10 8.05784e-11 9.51603e-11 6.09506e-11 5.9069e-11 5.24752e-11 8.24766e-11 4.41849e-10 7.51489e-11 8.66468e-11 8.56194e-11 6.33089e-11 3.43731e-10 6.11416e-10 2.0214e-10 2.28187e-10 8.05717e-11 7.73968e-11 3.62766e-10 2.85377e-10 2.21744e-10 9.45384e-11 1.42339e-10 8.64422e-11 7.05126e-11 8.12393e-11 1.53245e-10 1.25637e-10
threshold=0.087635000000000005 0.096900000000000014 0.08461500000000001 -0.079329999999999984 0.091275000000000009 -0.033284999999999988 -0.095479999999999982 0.23509000000000002 0.10675500000000002 -0.025214999999999998 -0.45015499999999992 0.24726500000000004 -0.099524999999999988 0.11461000000000002 0.09055500000000001 0.11923500000000002 -0.087844999999999993 0.14295500000000003 0.10060500000000001 0.088020000000000001 0.085755000000000012 0.086825000000000013 0.085105000000000014 0.11510000000000002 -0.082234999999999989 0.089825000000000002 0.081770000000000023 -0.095689999999999983 -0.077824999999999991 -0.088009999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 -1 8 10 -10 -8 12 -12 19 15 -15 -17 18 -18 20 22 -21 25 24 -23 26 27 28 -14 -29
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11 11 -13 13 14 -16 16 17 -19 -20 21 -22 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-1.4230491705310062e-07 2.6060882809340247e-07 3.1055593581186262e-07 -2.7021196174814577e-07 7.910428809765336e-08 -1.784567817144132e-07 2.2430431488915237e-08 -1.683109901393807e-07 -1.5878194512013234e-07 -2.2066515683150099e-07 4.0452790087259094e-07 -1.9441671223257405e-07 1.9261880753595544e-07 3.0144390257191844e-07 5.0836314535729343e-07 -2.3174783938670502e-07 -2.4316783395761379e-07 -1.405712702342918e-07 3.8184265207519278e-07 7.6461983525177862e-08 3.5991530340753446e-07 -3.2828560281115773e-07 9.2119029731023796e-08 3.1950339926349143e-07 1.1666260248670112e-07 -2.1161848984263543e-07 -2.0885578067009192e-07 -1.5493028256734702e-07 -2.5582903781184999e-07 -1.1261563364379462e-08 -4.1012268641433601e-09
leaf_weight=30 22 30 20 32 26 21 27 21 20 26 23 23 25 32 34 24 26 20 50 27 35 27 21 39 36 21 31 20 42 2290
leaf_count=30 22 30 20 32 26 21 27 21 20 26 23 23 25 32 34 24 26 20 50 27 35 27 21 39 36 21 31 20 42 2290
internal_value=0 5.30353e-08 -1.08128e-08 4.05534e-08 -3.63541e-08 1.44289e-07 -2.6955e-09 -1.27092e-09 -1.37743e-10 1.32705e-07 -2.2647e-09 -6.89423e-10 -2.26437e-09 -6.8598e-10 5.56842e-08 1.19978e-07 1.64089e-08 8.13031e-08 2.21377e-09 -4.69702e-09 -8.61751e-09 7.08256e-08 -4.05082e-09 -5.69814e-09 -8.14453e-08 -6.84812e-09 -5.08643e-09 -3.13222e-09 1.0542e-07 -6.28069e-09
internal_weight=0 151 121 101 58 43 2970 2940 2919 46 2873 2846 2823 2800 186 152 120 96 76 2614 2485 129 2450 102 63 2429 2408 2377 67 2310
internal_count=3121 151 121 101 58 43 2970 2940 2919 46 2873 2846 2823 2800 186 152 120 96 76 2614 2485 129 2450 102 63 2429 2408 2377 67 2310
is_linear=0
shrinkage=0.1


Tree=9724
num_leaves=31
num_cat=0
split_feature=12 42 15 147 147 1 32 33 447 15 9 96 34 10 52 4 39 40 43 2 40 12 12 45 39 0 40 457 3 150
split_gain=3.89914e-11 8.3247e-11 5.08418e-11 4.15886e-11 5.66285e-11 1.76218e-10 4.90921e-11 7.2952e-11 5.74896e-11 4.61321e-11 5.54984e-11 4.67088e-11 9.70247e-11 6.9872e-11 1.51663e-10 6.52345e-11 5.13725e-11 1.39686e-10 1.88374e-10 1.39692e-10 2.24995e-10 1.36331e-10 2.96813e-10 2.43567e-10 1.47482e-10 9.71695e-11 7.84962e-11 5.6654e-11 1.11909e-10 8.21088e-11
threshold=0.23631000000000002 0.18223500000000001 0.17980000000000004 0.10361000000000002 0.092070000000000013 0.10723500000000001 1.0000000180025095e-35 -0.009184999999999997 0.088380000000000014 -0.56020999999999987 0.089995000000000006 0.087655000000000025 -0.085114999999999982 -0.0087699999999999983 -1.0000000180025095e-35 0.59999500000000017 0.087470000000000006 -0.049474999999999998 -0.027014999999999997 0.13404500000000005 -0.082239999999999994 -0.010834999999999999 -0.040564999999999997 0.084355000000000013 0.085220000000000004 -0.097274999999999986 -0.07334499999999998 -0.14941999999999997 0.31299000000000005 0.10980500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 9 -9 11 12 -11 14 -14 16 21 19 -19 20 -18 22 24 27 25 -15 -22 -23 29 -29
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 10 -12 -13 13 15 -16 -17 17 18 -20 -21 26 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.6426386894506454e-07 -1.2972580347907398e-07 1.9938497691403733e-07 1.1305616771423025e-07 -1.3029782604689899e-07 3.0192470331791773e-07 -1.0393917769135897e-07 1.3710541323064262e-07 -1.2824088429904839e-07 -1.2766514577341088e-07 2.145689818245869e-07 1.2774351059827978e-07 -1.3686668869894447e-07 6.2940870545110302e-08 1.7407021450921435e-07 -2.8566312682169855e-07 1.7652955269416756e-07 2.9713826626220909e-07 -2.882453552056968e-07 8.4561397205685695e-08 3.3347824697216315e-07 4.3389915482805467e-08 1.5039667123536067e-07 -4.520460942374138e-07 2.8905686049491692e-07 -2.3211910041709417e-07 -9.2111651639470438e-08 -2.2485403725625022e-07 1.0868339376376615e-09 -2.3384513437598628e-07 -1.1462026360423546e-07
leaf_weight=28 23 21 39 25 23 20 25 28 36 21 34 25 24 32 26 21 25 23 33 25 24 24 21 29 25 24 20 2313 21 63
leaf_count=28 23 21 39 25 23 20 25 28 36 21 34 25 24 32 26 21 25 23 33 25 24 24 21 29 25 24 20 2313 21 63
internal_value=0 9.59418e-10 -3.94802e-10 -1.85122e-09 -7.85447e-10 1.13151e-07 -2.43503e-09 -3.61958e-09 -2.07757e-09 -5.08274e-10 7.45323e-10 -7.86404e-10 4.31208e-10 -1.19046e-09 -1.18333e-07 9.60524e-10 -4.04002e-10 5.64705e-08 -6.85557e-08 1.30954e-07 5.75759e-08 -3.74694e-09 -1.17023e-07 9.69058e-10 -3.01656e-08 5.99923e-08 -7.85392e-08 -2.48181e-09 -4.01251e-09 -1.98116e-09
internal_weight=0 3098 3077 3038 3013 43 2970 2945 2917 2881 2853 2819 2794 2773 50 2723 2702 150 56 94 69 2552 102 2450 81 56 44 2421 2397 2376
internal_count=3121 3098 3077 3038 3013 43 2970 2945 2917 2881 2853 2819 2794 2773 50 2723 2702 150 56 94 69 2552 102 2450 81 56 44 2421 2397 2376
is_linear=0
shrinkage=0.1


Tree=9725
num_leaves=31
num_cat=0
split_feature=130 12 12 48 49 42 52 42 132 15 1185 2 1213 128 15 1185 393 1208 1208 42 50 402 42 401 133 133 128 1210 16 0
split_gain=4.19415e-11 9.99931e-11 4.48042e-11 1.20043e-10 1.53911e-10 2.36972e-10 1.65008e-10 3.11106e-10 7.68553e-11 1.58072e-09 7.62185e-10 1.60839e-10 7.32795e-11 5.9935e-11 1.3996e-10 1.21091e-10 9.36681e-11 6.32486e-11 8.52566e-11 5.91839e-11 2.83041e-10 2.56001e-10 1.1461e-10 6.9641e-11 1.73528e-10 1.13083e-10 6.63367e-11 1.52357e-10 5.32436e-11 7.92352e-11
threshold=-0.23647499999999996 0.23631000000000002 0.11351500000000002 0.08955500000000001 0.10269000000000002 -0.069529999999999995 0.10263500000000002 0.10502000000000002 -0.083284999999999984 0.091650000000000023 -1.0000000180025095e-35 0.082850000000000021 0.087530000000000011 0.10773500000000001 0.089595000000000022 0.092170000000000016 0.09389500000000002 0.11846000000000001 0.106285 0.11603500000000001 0.090515000000000012 -0.10909999999999999 0.11387000000000001 -0.078179999999999986 0.51114000000000004 0.31382500000000008 0.10318000000000001 -0.3960249999999999 -0.095564999999999983 -0.082084999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 -4 7 -7 9 11 -10 -2 28 15 -15 16 17 18 19 22 21 -21 23 -12 25 26 27 -25 -13 -30
right_child=1 -3 3 -5 -6 6 -8 -9 10 -11 13 12 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-1.4434993005352227e-07 -2.5318618874092047e-07 2.1336493822652548e-07 -4.3691639113128329e-07 1.7759544412854211e-07 9.4563372717478474e-08 2.06550217522287e-07 -2.6644664544558545e-07 -2.8535526478634667e-07 -5.8810169321077412e-07 9.0340650132247897e-07 1.6967044871307735e-07 1.0892294021711835e-07 1.7842671194925754e-07 2.9698748226730294e-07 -5.9714332420216209e-08 -2.3821677427263023e-07 1.6537125294543591e-07 1.7353849692708106e-07 -1.8448627827183374e-07 1.0937099673434394e-08 -1.5557631733997825e-07 4.3882866488910692e-07 -2.4019566616573231e-07 -2.5906770726736716e-07 -2.7488764328362106e-07 1.8782869624089928e-07 1.7994338506355236e-07 -4.316528564322575e-10 -1.3147343305470423e-07 7.4554311828884641e-08
leaf_weight=20 29 22 22 20 36 36 28 20 22 20 24 23 21 22 22 21 35 21 25 29 32 27 20 23 23 32 20 2342 56 28
leaf_count=20 29 22 22 20 36 36 28 20 22 20 24 23 21 22 22 21 35 21 25 29 32 27 20 23 23 32 20 2342 56 28
internal_value=0 9.29157e-10 -5.88735e-10 -5.17764e-08 -8.40823e-08 -1.44754e-07 -6.82358e-08 3.08697e-08 2.25405e-09 6.61182e-08 -1.87148e-09 -4.05427e-08 7.63435e-09 2.87357e-09 1.18637e-07 9.68721e-10 2.86201e-09 6.89426e-10 -7.08275e-10 1.07806e-09 8.16717e-08 2.17242e-07 -1.77711e-09 1.58106e-10 -1.50923e-09 1.09222e-09 -1.41326e-09 -2.94693e-09 -2.58856e-08 -6.27975e-08
internal_weight=0 3101 3079 162 142 106 84 56 2917 177 2740 157 128 2718 44 2674 2653 2618 2597 2572 88 56 2484 2464 2440 2417 2385 2365 107 84
internal_count=3121 3101 3079 162 142 106 84 56 2917 177 2740 157 128 2718 44 2674 2653 2618 2597 2572 88 56 2484 2464 2440 2417 2385 2365 107 84
is_linear=0
shrinkage=0.1


Tree=9726
num_leaves=31
num_cat=0
split_feature=132 1185 15 12 130 10 16 16 4 45 11 97 9 1 1 1 9 2 1185 403 130 130 394 0 13 2 2 401 1 39
split_gain=4.6951e-11 2.30252e-10 1.55074e-10 4.38501e-11 7.36977e-11 4.44729e-11 4.36721e-10 5.83471e-10 1.5829e-10 6.22833e-11 4.07506e-10 5.72207e-11 1.22273e-10 4.94344e-11 1.83925e-10 1.32291e-10 9.70137e-11 1.39468e-10 7.41142e-11 1.72734e-10 6.51985e-11 2.66441e-10 1.38885e-10 1.00467e-10 8.83959e-11 7.82802e-11 5.30053e-11 6.7408e-11 6.56092e-11 8.08517e-11
threshold=-0.083174999999999985 -0.083264999999999992 0.091475000000000015 0.23631000000000002 -0.22461999999999996 -0.011239999999999998 -0.056919999999999991 -0.088704999999999992 0.41555500000000006 0.094030000000000016 -1.0000000180025095e-35 -0.084639999999999979 -1.0000000180025095e-35 0.13686500000000004 0.13968000000000003 0.13332000000000002 0.088235000000000022 -1.0000000180025095e-35 0.08777500000000002 -0.08101499999999999 -0.004729999999999999 -0.0087099999999999973 -0.088129999999999986 -0.085669999999999982 0.06370000000000002 0.086285000000000014 0.14838000000000004 0.13522500000000001 0.12765500000000005 0.087150000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 7 8 -6 10 -7 -12 -13 15 -15 16 17 -14 20 -20 21 23 -22 25 -25 -19 27 28 29 -24
right_child=1 3 -4 -5 5 9 -8 -9 -10 -11 11 12 13 14 -16 -17 -18 18 19 -21 22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.1282137250360574e-08 3.3332061093460653e-07 1.6652792598708605e-07 -2.5575769001306982e-07 -1.3653443287269156e-07 1.5389336886073582e-07 4.5449606261627201e-07 2.2293076840343121e-07 -6.6289620626491807e-07 -1.9229717565595805e-07 -1.2762064140285172e-07 -1.5563240392269941e-07 2.0021560887486095e-07 2.5316363153716671e-07 -3.3096277190582316e-07 1.5232077836863187e-08 2.2726030250142828e-07 -1.9548167165339693e-07 2.1338264582482224e-07 -8.4544729901381298e-08 3.1728665295877759e-07 2.1938193422807548e-07 -3.9690830641618617e-07 -2.9814054747619016e-09 -2.2344762693175352e-07 4.0456314888036683e-08 -1.5678254821732237e-08 1.2691975574963267e-07 -1.5158778429243591e-07 -1.7657181207111774e-07 9.3830799651565643e-08
leaf_weight=192 21 27 30 23 25 20 36 20 28 36 23 31 22 21 57 26 25 25 20 23 29 21 2078 30 22 37 32 30 21 90
leaf_count=192 21 27 30 23 25 20 36 20 28 36 23 31 22 21 57 26 25 25 20 23 29 21 2078 30 22 37 32 30 21 90
internal_value=0 3.39715e-09 -4.43194e-08 9.89783e-10 2.09768e-09 5.27805e-10 -6.21046e-08 -2.0267e-07 -2.89997e-08 3.03863e-09 4.79179e-09 1.41437e-09 2.78258e-09 4.36688e-10 -7.79742e-08 2.85314e-09 5.23968e-10 2.49983e-09 2.56299e-10 1.30388e-07 -2.06075e-09 -6.95851e-08 1.9374e-09 -9.28876e-09 -1.11796e-07 7.6685e-08 -8.63971e-10 -2.70673e-09 -6.6633e-10 1.03755e-09
internal_weight=0 2899 222 2878 2855 2828 109 73 53 2719 2683 2663 2640 2609 78 2531 2505 2480 2458 43 2415 135 2280 114 52 62 2251 2219 2189 2168
internal_count=3121 2899 222 2878 2855 2828 109 73 53 2719 2683 2663 2640 2609 78 2531 2505 2480 2458 43 2415 135 2280 114 52 62 2251 2219 2189 2168
is_linear=0
shrinkage=0.1


Tree=9727
num_leaves=31
num_cat=0
split_feature=11 130 10 16 9 10 0 4 97 34 4 2 4 471 1429 474 474 1429 157 1429 52 51 16 1374 16 457 456 1453 15 160
split_gain=5.14563e-11 4.29733e-11 1.11815e-10 1.02552e-09 8.09564e-10 1.97573e-10 1.64111e-10 5.02815e-11 1.00502e-10 2.76221e-10 7.96924e-11 5.79524e-11 5.73788e-11 3.49977e-10 2.22066e-10 1.35318e-10 9.08101e-11 8.07119e-11 2.79903e-10 1.68534e-10 5.78161e-11 3.26647e-10 4.50366e-10 4.15308e-10 2.02072e-10 1.77633e-10 1.62585e-10 1.82332e-10 1.76997e-10 3.92743e-10
threshold=-0.072629999999999986 -0.23647499999999996 -0.013164999999999998 -0.056919999999999991 0.082870000000000013 -0.0091199999999999979 -0.062764999999999974 -0.52556499999999995 -0.079444999999999988 -0.057544999999999992 -0.51253999999999988 0.093680000000000013 -0.50052499999999989 -0.085064999999999988 -0.026244999999999997 -0.23025999999999996 -0.091284999999999991 -0.011139999999999999 -0.04831499999999999 -0.12066499999999998 -0.080114999999999978 0.092545000000000016 -0.065999999999999989 1.0000000180025095e-35 -0.095094999999999985 0.41022000000000008 0.088285000000000016 -0.063399999999999984 -0.068899999999999975 0.086870000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -4 -3 11 -9 -10 -11 -7 14 -14 -12 -15 -17 18 19 -18 21 23 -23 24 -19 -22 27 -26 29 -29
right_child=1 2 5 -5 -6 7 -8 8 9 10 12 -13 13 15 -16 16 17 20 -20 -21 25 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-1.5600640894252225e-07 -1.450524395352204e-07 -1.1356082719933793e-08 -2.8144191733758819e-07 6.6106711480529163e-07 -6.0546367624933084e-07 -2.4972206282634281e-09 3.4419417337024547e-07 -2.0890982739274479e-07 3.5394322656595084e-07 -1.7602944423126352e-07 -1.2655982867794659e-07 2.3270089883453692e-07 -4.1913741569032939e-07 2.1941007009981412e-07 2.4852004937701476e-07 -1.9521209783472195e-07 -2.0800181528102259e-07 2.7625718855363501e-07 4.0110695907329011e-07 1.7627377253520968e-07 2.0841409138469746e-09 -6.4307566503885039e-07 5.7649577633395426e-09 4.3764130815304729e-07 -3.4895183631533655e-07 2.944005873792949e-07 2.2461342468395952e-07 -3.0214179585776774e-08 1.8512733302648868e-08 -3.6229764253056739e-07
leaf_weight=21 20 34 25 25 21 22 21 23 22 26 27 20 20 28 38 24 25 21 22 21 2061 20 23 20 20 21 22 147 234 47
leaf_count=21 20 34 25 25 21 22 21 23 22 26 27 20 20 28 38 24 25 21 22 21 2061 20 23 20 20 21 22 147 234 47
internal_value=0 1.05723e-09 2.00599e-09 1.05484e-07 -7.72732e-08 -1.50234e-09 1.24399e-07 8.66819e-10 -7.00032e-10 9.57574e-10 -1.75107e-09 1.09502e-07 -1.56126e-10 -2.33076e-09 9.27176e-08 6.93958e-10 -1.55093e-09 1.67957e-10 1.07736e-07 -3.25717e-08 -2.60694e-09 -3.13172e-08 -2.96021e-07 -9.04268e-09 -2.72375e-08 5.03258e-09 -4.07979e-08 -5.38315e-08 -4.00409e-08 -1.10667e-07
internal_weight=0 3100 3080 101 76 2979 55 2954 2912 2889 2867 42 2841 2776 65 2756 2728 2704 68 46 2636 554 43 511 491 2082 470 448 428 194
internal_count=3121 3100 3080 101 76 2979 55 2954 2912 2889 2867 42 2841 2776 65 2756 2728 2704 68 46 2636 554 43 511 491 2082 470 448 428 194
is_linear=0
shrinkage=0.1


Tree=9728
num_leaves=31
num_cat=0
split_feature=11 12 10 4 12 16 10 400 399 400 132 1203 394 50 39 9 9 40 97 2 399 12 12 50 12 43 4 43 402 3
split_gain=4.16782e-11 4.08067e-11 7.45224e-11 9.95285e-10 1.06593e-09 7.94436e-10 1.60651e-10 4.3632e-11 1.02604e-10 8.22991e-11 6.43276e-11 1.18067e-09 1.08011e-09 2.27043e-10 4.92431e-11 2.21763e-10 1.76927e-10 8.82729e-11 5.25179e-11 1.25697e-10 4.8061e-11 4.94734e-11 3.86319e-10 2.16797e-10 2.80095e-10 1.86529e-10 3.03878e-10 1.42885e-10 1.33081e-10 2.29143e-10
threshold=-0.072629999999999986 0.23631000000000002 -0.013164999999999998 0.053180000000000012 -0.085119999999999987 -0.059624999999999991 -0.0091199999999999979 0.10782000000000001 0.093190000000000009 0.12955000000000003 -0.083284999999999984 0.089165000000000008 0.10448000000000002 0.10022000000000002 -1.0000000180025095e-35 0.092235000000000011 1.0000000180025095e-35 -0.047054999999999993 -0.079444999999999988 -1.0000000180025095e-35 -0.088409999999999989 0.096990000000000007 0.096525000000000014 -0.099524999999999988 0.097575000000000009 -0.50216499999999986 -0.49013999999999996 -0.34140499999999996 0.024785000000000005 -0.072624999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -4 8 10 -9 11 13 14 -8 17 16 18 -12 -16 -20 -21 22 -22 -23 -25 -26 -27 -28 29 -29
right_child=1 -3 6 4 -6 -7 7 9 -10 -11 12 -13 -14 -15 15 -17 -18 -19 19 20 21 23 -24 24 25 26 27 28 -30 -31
leaf_value=-1.4040577953199404e-07 1.2249195179030661e-07 -1.3175508962109708e-07 -2.5329771250426347e-07 -3.0549534009740299e-08 9.5486012453095873e-07 -6.6324159190985066e-07 1.2632945620234268e-08 -2.3058528631612837e-07 1.7306157129074302e-07 2.4708151816607174e-08 -3.1953139901204287e-08 7.8237879591824827e-07 -7.3513391171786682e-07 -3.4892194662461411e-07 -1.4536888303477251e-07 -2.4923913963042262e-07 3.0044690285890857e-07 2.6159619110011078e-07 1.942431104851039e-07 1.3337933374394333e-07 5.4854459175615627e-10 2.0923060926701082e-07 3.8127990870230458e-07 -3.8499386641651273e-07 2.5709508311895969e-07 -4.2807128863842081e-07 -2.502802413591081e-07 5.6247623702930419e-08 2.3087359599054997e-07 -1.3258263489400176e-07
leaf_weight=21 31 23 25 23 21 22 132 23 35 28 21 20 20 20 24 35 20 20 34 27 2060 34 27 24 21 20 26 149 22 113
leaf_count=21 31 23 25 23 21 22 132 23 35 28 21 20 20 20 24 35 20 20 34 27 2060 34 27 24 21 20 26 149 22 113
internal_value=0 9.49135e-10 1.94107e-09 8.81996e-08 4.3976e-07 -2.03662e-07 -8.66669e-10 1.26896e-09 2.87927e-09 -9.04242e-08 8.03154e-10 6.0097e-08 -2.97829e-09 -3.49401e-08 2.49168e-09 8.00202e-10 4.16482e-09 1.11242e-07 1.86895e-09 3.25093e-09 6.77111e-10 -7.5837e-10 5.47415e-09 -3.2561e-08 -5.44834e-08 -3.18844e-08 -5.0274e-08 -2.59e-08 -5.35818e-09 -2.51944e-08
internal_weight=0 3100 3077 97 44 53 2980 2955 2904 51 2869 172 2697 152 2677 2636 2601 41 2581 2557 2523 2496 2087 409 375 351 330 310 284 262
internal_count=3121 3100 3077 97 44 53 2980 2955 2904 51 2869 172 2697 152 2677 2636 2601 41 2581 2557 2523 2496 2087 409 375 351 330 310 284 262
is_linear=0
shrinkage=0.1


Tree=9729
num_leaves=31
num_cat=0
split_feature=132 1203 394 0 132 2 132 12 130 12 13 48 1 16 15 13 51 10 16 15 3 45 39 9 33 2 9 4 13 13
split_gain=4.48641e-11 2.37512e-10 2.26194e-10 4.60891e-11 1.01032e-10 9.60633e-11 9.53086e-11 9.94678e-11 4.4732e-11 6.05998e-11 3.95239e-11 9.6309e-11 1.53881e-10 2.58141e-10 1.17059e-10 8.42957e-11 2.72702e-10 7.21639e-11 6.02588e-10 1.13334e-09 9.24511e-11 1.28572e-10 7.59921e-11 2.82219e-10 2.72288e-10 7.15413e-11 6.99587e-11 6.96194e-10 6.96593e-11 1.97458e-10
threshold=-0.083449999999999983 0.089480000000000018 0.12358500000000001 -0.09515499999999999 -0.44750499999999993 0.089725000000000013 -0.41094499999999995 0.095175000000000023 -0.22699999999999995 0.23631000000000002 -0.41572999999999993 0.097140000000000018 0.10684 -0.08453999999999999 -0.30407999999999996 -0.16152999999999998 0.081440000000000026 -0.011559999999999999 -0.056919999999999991 -0.094549999999999981 0.14121000000000003 0.094030000000000016 -1.0000000180025095e-35 0.092235000000000011 -1.0000000180025095e-35 -0.045829999999999989 -0.013509999999999999 0.053180000000000012 -0.097224999999999992 -0.099939999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 5 -5 -1 -6 -8 -2 10 11 12 -10 14 -14 16 -12 18 19 -17 21 22 -19 24 -24 -26 27 -27 29 -28
right_child=2 -3 -4 4 6 -7 7 -9 9 -11 15 -13 13 -15 -16 17 -18 20 -20 -21 -22 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=-7.199078920296286e-08 -1.3807447153933183e-07 -3.7224260040602531e-07 3.2269657155707552e-07 -2.3991743022731626e-07 1.9158484427689041e-07 2.2702353600255846e-07 4.9939317155652442e-09 -2.3670333756545657e-07 2.2819878878384735e-07 1.7540267688076483e-07 2.224895363547922e-08 2.4135661180564414e-07 -7.9801069639209099e-08 -3.3739429641630272e-07 2.5447109749165973e-07 -8.8643579317704283e-07 -4.1120233915881687e-07 1.8925094386965861e-07 2.6964276525008843e-07 8.5394429731877612e-08 1.916404810432281e-07 -2.3858961733160621e-07 3.6463855373031473e-07 -3.1897705846867448e-07 -1.6528123728676295e-07 5.5651901838871257e-07 1.9261665008106439e-08 -2.6787026500856084e-07 -1.6645727291723886e-09 3.4625423304326186e-07
leaf_weight=21 23 20 22 21 21 22 90 21 24 20 47 23 22 23 20 20 21 22 29 30 26 22 21 27 25 20 115 21 2260 22
leaf_count=21 23 20 22 21 21 22 90 21 24 20 47 23 22 23 20 20 21 22 29 30 26 22 21 27 25 20 115 21 2260 22
internal_value=0 -4.39743e-08 3.26424e-09 -1.04775e-08 -3.6185e-08 8.09933e-08 -3.77299e-09 -4.07326e-08 8.26676e-10 1.94371e-09 7.22171e-10 5.89438e-08 1.18034e-08 -6.80965e-08 7.93762e-08 -1.66816e-09 -1.11611e-07 1.14241e-09 -9.30031e-08 -3.03338e-07 4.02404e-09 2.11483e-09 4.20544e-09 2.58417e-09 6.0794e-09 3.02226e-09 4.74809e-09 1.34271e-07 2.53265e-09 7.17714e-08
internal_weight=0 216 2905 196 153 43 132 111 2883 2860 2840 112 89 65 42 2728 68 2660 79 50 2581 2555 2533 2511 2484 2463 2438 41 2397 137
internal_count=3121 216 2905 196 153 43 132 111 2883 2860 2840 112 89 65 42 2728 68 2660 79 50 2581 2555 2533 2511 2484 2463 2438 41 2397 137
is_linear=0
shrinkage=0.1


Tree=9730
num_leaves=31
num_cat=0
split_feature=120 52 9 3 33 9 2 130 132 394 1203 0 52 130 133 1203 12 2 124 376 9 16 123 16 12 12 45 49 160 15
split_gain=4.45639e-11 9.32978e-11 8.28795e-11 1.44454e-10 1.30284e-10 1.04885e-10 6.48564e-11 6.18526e-11 4.15489e-11 2.26948e-10 1.45822e-10 4.15535e-11 1.46264e-10 9.75796e-11 5.54822e-11 4.64879e-11 6.08489e-11 4.07033e-11 4.83448e-11 8.29221e-11 5.62376e-11 5.25346e-10 4.49946e-11 1.02721e-10 7.53576e-11 2.52755e-10 2.20208e-10 1.45465e-10 1.24107e-10 1.22875e-10
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.092890000000000014 -0.014944999999999998 -0.009184999999999997 0.086220000000000005 -0.045829999999999989 -0.22461999999999996 -0.083174999999999985 0.086685000000000012 0.088820000000000024 -0.073309999999999986 0.089575000000000016 0.096505000000000021 -0.015164999999999998 0.084545000000000009 0.087830000000000005 0.31098000000000003 0.091025000000000009 0.11159000000000001 -0.013509999999999999 -0.056919999999999991 0.086445000000000008 -0.085254999999999984 -0.089839999999999989 -0.010834999999999999 0.084355000000000013 0.097685000000000008 -1.0000000180025095e-35 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 6 -6 -8 10 17 11 12 13 14 15 16 -9 18 19 20 21 -10 24 -24 27 -26 -27 28 -22 -30
right_child=1 -3 3 -5 5 -7 7 8 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-2.1528537063529385e-07 3.5522123141618067e-08 -2.4683800383875433e-07 -2.4314335269956735e-08 3.2831357374550953e-07 -1.3351365749277496e-07 2.296661462253269e-07 1.6487426337433769e-07 -4.0018022055530469e-09 3.4880873433075347e-07 2.8184637968785147e-07 -2.5490101595185673e-07 9.1629823373295957e-08 -2.3875952562337133e-07 2.1651399094935187e-07 9.0843205313717595e-08 4.1943407154576566e-08 -2.2351901165507116e-07 -1.1523767042831424e-07 -1.1319152134111239e-07 1.9252705533784571e-07 -4.1975091476061887e-08 -2.2310298773171438e-07 -2.1033969249129037e-07 4.1111987769681948e-08 -3.5597811404386453e-07 -2.523173277906682e-09 2.6578617482095242e-07 -1.3404110399792642e-07 6.6758849115444718e-08 3.7033083643223109e-07
leaf_weight=28 25 22 26 21 36 20 23 23 36 29 28 33 28 20 30 25 28 30 36 23 23 29 32 33 20 2306 31 23 24 30
leaf_count=28 25 22 26 21 36 20 23 23 36 29 28 33 28 20 30 25 28 30 36 23 23 29 32 33 20 2306 31 23 24 30
internal_value=0 -9.66464e-08 1.46909e-09 1.33243e-07 -5.76955e-10 1.42766e-09 -1.04658e-10 1.52726e-09 2.40619e-10 3.6036e-09 -4.20703e-08 -1.02026e-08 -3.20239e-08 1.39174e-08 -2.43084e-08 -6.9763e-08 -1.24521e-07 5.88261e-10 1.90148e-09 3.48897e-09 1.80831e-09 9.36481e-08 -5.58699e-10 -8.26796e-08 1.61381e-09 -1.99348e-09 1.03592e-09 8.66376e-08 1.52555e-07 2.3541e-07
internal_weight=0 47 3074 47 3027 2999 2979 2943 2920 2705 215 187 154 126 106 76 51 2676 2646 2610 2587 65 2522 65 2457 2357 2337 100 77 54
internal_count=3121 47 3074 47 3027 2999 2979 2943 2920 2705 215 187 154 126 106 76 51 2676 2646 2610 2587 65 2522 65 2457 2357 2337 100 77 54
is_linear=0
shrinkage=0.1


Tree=9731
num_leaves=31
num_cat=0
split_feature=142 11 33 9 15 401 401 402 1210 12 0 4 12 15 3 12 42 482 12 402 1210 133 133 42 12 12 1420 132 1 1211
split_gain=4.13506e-11 1.13684e-10 1.03838e-10 5.90306e-11 8.85383e-11 4.05617e-11 6.58781e-11 8.72027e-11 7.22909e-11 4.20903e-11 2.49342e-10 8.02188e-10 1.69041e-10 2.66929e-10 3.13374e-10 2.29144e-10 1.66488e-10 1.18739e-10 1.45904e-10 1.45362e-10 2.54355e-10 1.14216e-10 1.84812e-10 1.60684e-10 9.94553e-11 1.56612e-10 1.64457e-10 1.07013e-10 1.77072e-09 9.36994e-10
threshold=-0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.089995000000000006 -0.23032499999999997 -0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 0.098810000000000023 0.12445000000000002 -0.14723499999999998 0.096525000000000014 -0.052074999999999989 -0.081054999999999974 0.095780000000000018 0.094165000000000013 0.090355000000000005 0.15120000000000003 0.024785000000000005 -0.061049999999999993 0.40431 0.26753000000000005 0.11603500000000001 0.095175000000000023 0.094580000000000011 1.0000000180025095e-35 -0.083284999999999984 0.089475000000000013 0.11048500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 -7 -8 9 12 11 -11 15 -14 -15 21 -17 18 19 20 -13 22 23 24 25 26 27 28 -9 -29
right_child=1 2 3 4 -6 6 7 8 -10 10 -12 17 13 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=1.307529958823513e-07 -2.0160007367613683e-07 -2.0215597442074796e-07 1.4256176807947441e-07 6.4743792818538195e-09 2.7311825220976968e-07 -1.6891271605385081e-07 1.6263311475440925e-07 -7.0700286261274072e-08 -1.9030856947210852e-07 -6.6439694506925667e-07 2.8485707635657795e-07 -3.6895976204423929e-07 -6.9316717580628992e-08 7.0634041738533902e-08 5.6125400248511741e-07 -4.6150324924572789e-08 -3.995136803306802e-07 2.1070103858019966e-07 -2.397925934853144e-07 1.7187752380556422e-07 -7.8912588114896867e-09 1.7946737715634743e-07 -2.2242980966227479e-07 2.5806235245795506e-07 1.9755226088154113e-07 -2.1538979860286586e-07 2.8259727754077958e-07 3.9167792062956712e-09 9.3066059984418337e-07 -5.6864670213975657e-07
leaf_weight=24 28 25 20 33 20 23 33 111 20 20 24 21 36 30 23 30 24 22 30 39 275 37 36 25 26 33 21 1982 21 29
leaf_count=24 28 25 20 33 20 23 33 111 20 20 24 21 36 30 23 30 24 22 30 39 275 37 36 25 26 33 21 1982 21 29
internal_value=0 -1.01549e-09 8.14538e-10 2.48151e-09 1.07095e-07 6.27782e-10 -3.27681e-10 9.87603e-10 -8.42346e-10 4.66574e-10 -2.83637e-08 -4.68337e-08 5.50953e-09 1.40814e-07 2.83545e-07 4.39167e-10 -2.03201e-07 -1.49183e-08 -2.85173e-08 -9.5971e-09 -3.35076e-08 5.17702e-09 2.35358e-09 5.95331e-09 3.11808e-09 8.17079e-10 4.11413e-09 1.38518e-09 8.86071e-08 -4.33998e-09
internal_weight=0 3097 3069 3044 53 2991 2971 2948 2915 2895 431 407 2464 89 53 2375 54 387 365 335 296 2321 2284 2248 2223 2197 2164 2143 132 2011
internal_count=3121 3097 3069 3044 53 2991 2971 2948 2915 2895 431 407 2464 89 53 2375 54 387 365 335 296 2321 2284 2248 2223 2197 2164 2143 132 2011
is_linear=0
shrinkage=0.1


Tree=9732
num_leaves=31
num_cat=0
split_feature=1211 12 1185 1186 394 394 391 1183 3 128 128 0 12 0 50 129 51 403 51 51 16 13 11 51 51 133 2 1 4 51
split_gain=6.02038e-11 1.34156e-10 6.24041e-11 7.91525e-11 4.19508e-11 8.96706e-11 9.74197e-11 9.82542e-11 8.23528e-11 5.28714e-11 1.28482e-10 1.15596e-10 2.47722e-10 1.45962e-10 1.78099e-10 5.50322e-11 6.17383e-11 3.78734e-10 7.22024e-10 1.80417e-10 8.69867e-10 1.58545e-10 2.0627e-10 1.36264e-10 1.66734e-10 5.19718e-10 1.3392e-10 2.2075e-10 2.05815e-10 1.52118e-10
threshold=0.11301500000000002 0.096295000000000019 -0.10973499999999999 -0.10142499999999997 -0.14580499999999996 -0.09139499999999999 -1.0000000180025095e-35 -0.073809999999999973 -0.082594999999999988 0.089745000000000005 0.085955000000000018 -0.079459999999999989 0.090345000000000023 -0.070499999999999993 0.092095000000000024 0.10532000000000001 0.094075000000000006 -0.0031149999999999997 0.097935000000000008 0.090050000000000005 -0.087659999999999988 0.10002500000000002 0.081365000000000007 0.087505000000000013 0.078435000000000019 0.0033250000000000003 0.089775000000000008 0.076935000000000017 0.033845000000000007 0.12229000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 8 -6 -7 -8 -5 10 15 12 -11 14 -13 16 19 -18 -19 23 -21 22 26 24 -9 -26 27 -20 29 -28
right_child=1 -3 3 4 5 6 7 9 -10 11 -12 13 -14 -15 -16 -17 17 18 21 20 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-1.7812556038165897e-07 2.2906642824084756e-07 -5.4225379741978941e-08 1.8390267046781801e-07 -2.2413098100434091e-07 1.5382559961903393e-07 -1.7111775413107302e-07 1.965334997748869e-07 -9.77124943867499e-10 5.0623554699313909e-08 -3.3496494948634692e-07 2.1359739597366049e-07 3.2150210197793666e-07 6.1625009044925202e-08 -1.4935389678782942e-07 -7.7267720771920902e-08 -1.629723546633007e-07 -3.3926698156013426e-07 5.4708260054879022e-07 -3.7104063551396397e-07 1.8677392509184407e-07 -6.7855057263191814e-07 2.3578451987305017e-07 -3.0735494322340986e-07 1.9385603692967378e-07 -4.9375333158143173e-07 1.588232504198696e-07 2.8846436902221116e-07 2.4388862274182801e-08 -1.8405808563196997e-07 4.5016729888550692e-08
leaf_weight=20 35 32 23 24 37 34 25 2248 20 36 28 24 28 30 21 21 24 29 20 26 21 30 21 35 26 23 42 48 24 66
leaf_count=20 35 32 23 24 37 34 25 2248 20 36 28 24 28 30 21 21 24 29 20 26 21 30 21 35 26 23 42 48 24 66
internal_value=0 9.37629e-08 -2.06393e-09 -9.03336e-10 -2.31501e-09 -8.7759e-10 -2.83118e-09 -8.5544e-10 -9.92426e-08 -2.57426e-09 4.86726e-10 -6.27369e-08 -1.61457e-07 2.15042e-08 1.3541e-07 -1.72004e-09 -4.5791e-10 4.19774e-08 7.46555e-08 -5.8805e-09 -1.9986e-07 2.00723e-08 -9.2099e-09 -1.97096e-09 -4.95482e-09 -1.87442e-07 2.20953e-08 -9.19139e-08 8.08274e-08 1.39691e-07
internal_weight=0 67 3054 3034 3011 2967 2930 2896 44 2871 2732 139 64 75 45 2704 2683 304 280 2379 47 251 221 2332 2297 49 200 68 132 108
internal_count=3121 67 3054 3034 3011 2967 2930 2896 44 2871 2732 139 64 75 45 2704 2683 304 280 2379 47 251 221 2332 2297 49 200 68 132 108
is_linear=0
shrinkage=0.1


Tree=9733
num_leaves=31
num_cat=0
split_feature=1211 50 1 15 3 399 52 393 390 393 403 403 1212 1212 0 16 3 4 2 15 1212 4 133 3 1 120 9 9 40 16
split_gain=4.87675e-11 2.10349e-10 1.29669e-10 6.60079e-11 1.54114e-10 6.53197e-11 1.36437e-10 4.96566e-11 5.76067e-11 6.56992e-11 5.49433e-11 3.72319e-10 3.03899e-10 1.12965e-09 9.90981e-11 2.19597e-10 1.06954e-10 3.56179e-10 9.02772e-11 1.0607e-10 8.67439e-11 1.24757e-10 8.33562e-11 7.81395e-11 6.15618e-11 1.77104e-10 8.05112e-11 8.10894e-11 7.97682e-11 7.22053e-11
threshold=0.087635000000000005 0.096900000000000014 0.087325000000000014 0.089595000000000022 -0.082334999999999978 0.091895000000000018 0.092650000000000024 0.10389500000000002 0.087590000000000015 -0.088754999999999987 0.0033700000000000002 0.035175000000000005 -0.089544999999999986 -0.082209999999999991 -0.085034999999999986 -0.081299999999999983 -0.097604999999999983 -0.081374999999999989 0.086100000000000024 -0.092489999999999989 -0.070754999999999985 -0.079329999999999984 -0.0089749999999999986 -0.06977499999999999 0.16540500000000002 1.0000000180025095e-35 0.092890000000000014 0.088235000000000022 -0.099059999999999995 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 7 -7 8 9 -1 12 -12 -11 -14 16 -16 -13 -18 -19 23 22 -22 -17 -20 25 26 27 28 -15 -30
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 10 11 14 13 24 15 20 17 18 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.5340639285160911e-07 -1.1773957522763807e-08 2.9246709118524452e-07 -2.1145431094993228e-07 -6.9414750303309352e-08 3.0729129984289709e-07 -6.4584999030753983e-09 -3.0440009611125294e-07 1.0879872772029668e-07 1.2192641822298972e-07 3.716205370096759e-07 4.3384417293426937e-07 -1.3087699726285159e-07 -7.4070229724535848e-07 1.4119230458482281e-07 -2.533218362507283e-07 4.6705674208169514e-08 4.900837919308288e-07 -1.138210626595904e-07 -1.5100928905553703e-07 2.467505764882474e-07 -4.2566276417083398e-08 2.1540406881845109e-07 -2.4200908143257039e-07 1.166245763073448e-07 1.5872489771224892e-07 -2.1983095719908883e-07 1.4618540282482529e-07 -1.768058624478457e-07 -3.1164383993098068e-08 7.2360862275951303e-09
leaf_weight=29 41 30 24 32 24 51 22 41 37 21 22 23 21 38 39 20 20 31 20 27 38 37 20 24 23 38 36 27 716 1549
leaf_count=29 41 30 24 32 24 51 22 41 37 21 22 23 21 38 39 20 20 31 20 27 38 37 20 24 23 38 36 27 716 1549
internal_value=0 5.54311e-08 -3.33815e-09 4.81545e-08 1.06035e-07 -2.82553e-09 -9.62491e-08 -4.71402e-10 -2.04006e-09 -3.66714e-09 -2.11071e-09 3.68084e-08 -7.17068e-09 -1.04201e-08 7.5951e-09 -4.82675e-08 6.6925e-08 1.04216e-07 2.85551e-08 9.07193e-08 2.12727e-08 8.46991e-08 -9.76517e-08 -5.02718e-09 -4.10123e-09 -5.65905e-09 -2.21926e-09 -4.51221e-09 -2.49227e-09 -4.90287e-09
internal_weight=0 151 121 97 65 2970 73 2897 2856 2819 2790 321 2469 2448 299 154 145 122 102 71 115 75 40 44 2427 2404 2366 2330 2303 2265
internal_count=3121 151 121 97 65 2970 73 2897 2856 2819 2790 321 2469 2448 299 154 145 122 102 71 115 75 40 44 2427 2404 2366 2330 2303 2265
is_linear=0
shrinkage=0.1


Tree=9734
num_leaves=31
num_cat=0
split_feature=1211 12 1185 1186 402 401 128 0 3 42 129 12 394 394 391 1183 402 401 133 1212 1210 1213 3 1212 2 1209 403 2 403 403
split_gain=4.27363e-11 1.18224e-10 5.34107e-11 6.1279e-11 4.22475e-11 5.49514e-11 4.9174e-11 1.00367e-10 1.7917e-10 9.72494e-11 6.01651e-11 1.84419e-10 4.82177e-11 7.21859e-11 1.37433e-10 6.98504e-11 4.49027e-11 2.2024e-10 1.16271e-10 5.185e-11 7.11888e-10 5.3659e-10 4.81551e-10 7.01302e-11 6.94533e-10 5.81669e-11 1.35782e-10 4.16821e-10 1.70723e-10 6.06294e-11
threshold=0.11301500000000002 0.096295000000000019 -0.10973499999999999 -0.10142499999999997 0.31278000000000006 0.13699500000000003 0.10551000000000001 -0.079459999999999989 -0.082039999999999988 -0.071704999999999977 0.10311000000000002 0.095330000000000012 -0.14580499999999996 -0.09139499999999999 -1.0000000180025095e-35 -0.073809999999999973 -0.45015499999999992 -1.0000000180025095e-35 0.42433500000000007 -0.089544999999999986 -0.21410999999999997 -0.090764999999999985 -0.081459999999999991 -0.063924999999999996 0.084885000000000002 -0.084519999999999984 -0.5335399999999999 0.084755000000000011 -0.52336499999999997 -0.090774999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 10 8 -8 -9 12 -12 -5 -14 -15 -16 17 -17 19 21 -21 22 -18 24 -22 -25 27 -27 -28 -30
right_child=1 -3 3 4 -6 -7 7 9 -10 -11 11 -13 13 14 15 16 18 -19 -20 20 23 -23 -24 25 -26 26 28 -29 29 -31
leaf_value=-1.6461903811659796e-07 2.060153364271043e-07 -5.992335116999925e-08 1.6194355821945149e-07 -1.2749360687773028e-07 1.3943633045225094e-07 -1.6035995080507995e-07 -3.8397022101641849e-07 1.8804082821637686e-07 1.5204711723487455e-08 -1.0960254675627886e-07 3.0132204824440126e-07 -8.2781507671825246e-08 1.5171097383091043e-07 -2.1111012375649072e-07 1.7416889897464463e-07 -2.9971129999003448e-07 -5.1197724445728457e-07 1.0806046822785397e-07 1.7464657821918944e-07 -5.5804071948891165e-07 5.5547900910113415e-07 3.8100871080359866e-07 9.4239808172340798e-08 -1.6321087489178478e-07 -2.5874663523692023e-07 -9.416708550702425e-08 -2.7471665525215785e-07 4.3934428285718213e-07 6.6545636551085957e-08 -4.7504530065140283e-09
leaf_weight=20 35 32 23 30 21 22 22 21 23 23 25 25 31 31 23 26 20 27 38 23 20 35 38 22 22 32 23 27 126 2235
leaf_count=20 35 32 23 30 21 22 22 21 23 23 25 25 31 31 23 26 20 27 38 23 20 35 38 22 22 32 23 27 126 2235
internal_value=0 7.89998e-08 -1.73731e-09 -6.636e-10 -1.9057e-09 -2.8984e-09 -1.73124e-09 -7.49397e-08 -1.79947e-07 3.24545e-08 5.31896e-10 1.0927e-07 -1.38996e-09 -3.83621e-11 -1.73787e-09 6.3354e-10 -8.37099e-10 -9.19785e-08 9.78194e-10 -1.53778e-09 -4.23339e-09 7.17943e-08 -1.14801e-07 8.47415e-10 1.2898e-07 -1.33578e-09 1.21962e-10 1.49982e-07 -3.58683e-09 -9.45579e-10
internal_weight=0 67 3054 3034 3011 2990 2968 89 45 44 2879 50 2829 2799 2768 2737 2714 53 2661 2623 2530 93 58 2507 42 2465 2443 59 2384 2361
internal_count=3121 67 3054 3034 3011 2990 2968 89 45 44 2879 50 2829 2799 2768 2737 2714 53 2661 2623 2530 93 58 2507 42 2465 2443 59 2384 2361
is_linear=0
shrinkage=0.1


Tree=9735
num_leaves=31
num_cat=0
split_feature=1209 1211 50 50 1211 1212 3 399 130 12 393 390 393 3 1212 403 42 42 1212 403 133 4 16 0 402 1210 402 403 4 13
split_gain=4.51133e-11 4.09359e-11 1.75699e-10 1.21244e-10 5.75074e-11 8.84179e-11 1.07987e-10 4.87932e-11 1.20499e-10 1.04741e-10 4.12668e-11 5.00039e-11 5.68811e-11 4.68302e-11 4.38646e-11 5.26241e-10 1.03639e-09 1.75045e-09 3.27046e-10 6.37117e-11 1.83249e-10 1.98781e-10 2.91083e-10 1.48344e-10 1.4737e-10 8.07745e-11 7.83578e-11 3.39127e-10 2.54251e-10 3.36468e-10
threshold=-0.14444499999999996 0.087635000000000005 0.096900000000000014 0.08461500000000001 0.092860000000000012 0.099965000000000012 -0.080484999999999987 0.091895000000000018 0.09567500000000001 0.090840000000000018 0.10389500000000002 0.087590000000000015 -0.088754999999999987 -0.085274999999999976 -0.087764999999999996 -0.0038999999999999994 0.086835000000000009 0.090690000000000007 -0.21859999999999999 0.088465000000000002 -0.054584999999999995 0.181285 -0.091744999999999979 -0.079634999999999997 0.085065000000000016 -0.13847499999999999 0.079755000000000006 -1.0000000180025095e-35 -0.085964999999999986 -0.085744999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 -3 -6 -7 10 9 -9 11 12 -2 -12 15 -14 18 -18 -17 25 21 22 -21 -24 -22 -16 -27 28 -28 -30
right_child=1 2 -4 -5 5 6 -8 8 -10 -11 13 -13 14 -15 19 16 17 -19 -20 20 24 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=1.4970836332395267e-07 -1.438045658154618e-07 1.9250768730216807e-07 2.6645449831145626e-07 -2.288394101412905e-07 -1.4459736003455303e-07 2.0351910298662311e-07 -8.1069272598692049e-08 -5.0387815738654001e-08 8.3396962303873397e-08 -3.5478087774265536e-07 -1.142028075662438e-08 1.1253658248881188e-07 -4.9299825773034729e-07 2.0239085250479894e-07 1.6821717281345629e-07 -6.1462896802857776e-08 1.0793914282203332e-06 -9.9619022928804437e-08 -5.8533694817180572e-07 5.5366767924169837e-07 7.4721303310422049e-08 -1.1845658469783736e-07 -6.1490355781538355e-08 2.9585513021044922e-07 -3.0034006556434181e-07 -1.3656389531346335e-09 3.1974572390680577e-07 -4.0426799702030486e-07 -3.9578824907830309e-07 3.8905216084488181e-08
leaf_weight=20 29 20 30 20 27 30 24 26 27 20 20 37 23 21 27 26 20 34 22 20 22 21 26 21 20 2349 20 26 24 69
leaf_count=20 29 20 30 20 27 30 24 26 27 20 20 37 23 21 27 26 20 34 22 20 22 21 26 21 20 2349 20 26 24 69
internal_value=0 -9.63881e-10 4.98198e-08 -3.89134e-09 4.06528e-08 3.1578e-09 7.70354e-08 -3.56331e-09 -8.43011e-08 -1.82733e-07 -1.5147e-09 -2.95472e-09 -4.4814e-09 9.80927e-08 -3.02279e-09 -6.0909e-08 3.65229e-08 3.37052e-07 -3.01572e-07 -2.87143e-10 6.79772e-08 1.5e-07 2.34143e-07 9.81746e-08 -1.03879e-07 -3.81572e-09 -5.68264e-09 -7.86368e-08 -3.71278e-09 -7.32737e-08
internal_weight=0 3101 151 121 101 81 54 2950 73 46 2877 2836 2799 41 2770 125 102 54 48 2645 130 88 67 47 42 2515 2488 139 113 93
internal_count=3121 3101 151 121 101 81 54 2950 73 46 2877 2836 2799 41 2770 125 102 54 48 2645 130 88 67 47 42 2515 2488 139 113 93
is_linear=0
shrinkage=0.1


Tree=9736
num_leaves=31
num_cat=0
split_feature=130 42 132 1185 1203 1455 159 1455 16 124 3 3 12 52 51 156 16 43 13 12 2 2 2 159 483 1 474 374 12 43
split_gain=4.0714e-11 5.23179e-11 4.12176e-11 1.92098e-10 1.24681e-10 3.83649e-11 2.01289e-10 1.5108e-10 4.62025e-11 1.71461e-10 2.3651e-10 4.31815e-10 4.08331e-10 2.3335e-10 1.99797e-10 3.41815e-10 1.49376e-10 1.44795e-10 2.99614e-10 2.1137e-10 3.7747e-10 6.73375e-10 2.38843e-10 1.22397e-10 1.00574e-10 1.36521e-10 1.58732e-10 9.17579e-11 8.57786e-11 1.62039e-10
threshold=-0.22699999999999995 0.15021500000000002 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.097209999999999977 -0.016814999999999997 -0.089344999999999994 0.064860000000000015 -1.0000000180025095e-35 -0.072894999999999988 0.084940000000000015 0.10097500000000002 0.070205000000000017 -0.12463499999999998 0.093155000000000002 0.22339500000000004 -0.15323999999999996 0.10002500000000002 0.099400000000000002 0.10882500000000002 0.11510000000000002 0.10559 0.03981500000000001 -0.097364999999999993 0.11654500000000001 0.085685000000000011 0.090410000000000018 0.094375000000000014 -0.10603999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -5 -7 27 23 13 12 -12 17 15 -13 -16 -11 19 20 22 -22 24 -10 -19 26 28 -9 29 -26
right_child=1 -3 3 5 -6 7 -8 8 9 10 11 14 -14 -15 16 -17 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.2460926501926924e-07 -1.3266711586066385e-08 1.2825396407123437e-07 3.042873078670926e-07 -2.756312809739013e-07 -2.3907450419358156e-07 2.4717580549804552e-07 8.6434678624915685e-08 8.7018612896591004e-09 3.4826145558497504e-07 -2.727091677050859e-07 -6.9708793042557531e-07 8.0078086976224469e-08 -1.557373405347562e-07 2.8729408698937834e-07 -1.0872159432295804e-07 -4.7968095529427046e-07 2.3213222325087678e-07 -2.5272526670505614e-07 3.165450947682934e-07 1.9237152347134015e-07 -7.2491043800420647e-07 2.6800661929043532e-08 3.2347646168773285e-07 -1.590926217431843e-09 5.4170786741151877e-08 2.2899949215116069e-07 1.6149735836700498e-07 -2.0133840956353719e-07 4.2146564501658406e-08 -2.7356764558857568e-07
leaf_weight=26 193 32 21 28 28 25 34 2171 20 21 22 24 38 27 20 20 36 20 27 36 22 26 20 20 22 20 27 21 26 48
leaf_count=26 193 32 21 28 28 25 34 2171 20 21 22 24 38 27 20 20 36 20 27 36 22 26 20 20 22 20 27 21 26 48
internal_value=0 1.05217e-09 -2.76743e-10 2.95809e-09 -4.18758e-08 7.14947e-10 -7.7079e-08 2.46312e-09 2.25445e-10 -2.59175e-08 -4.17942e-08 -1.42146e-07 -3.54233e-07 5.15407e-09 -1.48942e-08 -1.74358e-07 1.10399e-07 -1.90294e-08 -9.09376e-10 -3.30115e-08 -6.81361e-08 -3.17734e-07 -2.66796e-09 1.73335e-07 -4.26857e-08 -1.33095e-08 -5.27094e-08 6.68961e-09 -1.12955e-07 -1.70564e-07
internal_weight=0 3095 3063 2842 221 2821 62 2759 2734 542 502 160 60 342 100 44 56 315 294 267 231 48 183 40 163 143 123 2192 96 70
internal_count=3121 3095 3063 2842 221 2821 62 2759 2734 542 502 160 60 342 100 44 56 315 294 267 231 48 183 40 163 143 123 2192 96 70
is_linear=0
shrinkage=0.1


Tree=9737
num_leaves=31
num_cat=0
split_feature=12 4 13 52 13 13 51 10 16 123 3 45 33 9 10 31 48 147 147 133 160 2 3 15 49 51 51 51 3 13
split_gain=4.0075e-11 7.02802e-11 4.19443e-11 8.78517e-11 1.03833e-10 8.12186e-11 2.25368e-10 7.62402e-11 5.6574e-10 1.07948e-09 7.5825e-11 1.14516e-10 7.24616e-11 8.35537e-11 1.82401e-10 8.9114e-11 6.02167e-11 3.31917e-10 1.55088e-10 1.07015e-10 1.17251e-10 8.61164e-11 6.10517e-11 2.95479e-10 2.94824e-10 2.83936e-10 1.63104e-10 1.44385e-10 1.41431e-10 2.81588e-10
threshold=0.23631000000000002 0.63113500000000011 -0.41572999999999993 -0.07167999999999998 -0.50061499999999992 -0.16152999999999998 0.081440000000000026 -0.011559999999999999 -0.056919999999999991 0.08128500000000001 0.14121000000000003 0.094030000000000016 -0.012019999999999998 0.088235000000000022 -0.0069899999999999988 -1.0000000180025095e-35 -0.072824999999999987 0.093875000000000014 0.096265000000000003 0.084415000000000018 -1.0000000180025095e-35 0.094835000000000017 0.088060000000000013 -0.087894999999999987 -0.043469999999999995 0.088210000000000011 0.012085000000000002 -0.14097999999999997 -0.016324999999999996 -0.0097949999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -4 8 9 -7 11 12 -9 14 -14 -16 17 19 22 20 -17 -22 28 25 -25 -24 27 -26 -18 -30
right_child=-2 -3 5 4 -6 7 -8 10 -10 -11 -12 -13 13 -15 15 16 18 -19 -20 -21 21 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=-6.5296407402617178e-08 -1.3151299121407489e-07 1.5868810446002209e-07 1.1084159360565382e-08 4.6607218954503943e-08 3.2240318063259112e-07 -8.4672824008131498e-07 -3.8295760284816947e-07 1.7590916125224492e-07 2.5634092390520954e-07 8.8077523325106697e-08 1.7266637170310928e-07 -2.2615017569323341e-07 2.8357988971156768e-07 -1.7046959148408242e-07 -1.9522552660457332e-07 -8.9640077732155985e-08 -2.3874610699892351e-10 -4.1746238304602401e-07 2.6994085433203323e-07 -1.6943485584998479e-07 3.3363606537051284e-07 4.3694750827074007e-08 -5.9203535673901801e-08 3.7927442668833899e-07 -1.260532455466484e-07 -5.3242366242383945e-07 -2.8931910605933808e-07 2.3624311635020689e-07 -1.9238296726114542e-08 2.2124545819240442e-07
leaf_weight=34 23 28 47 43 20 21 21 24 29 30 26 22 23 28 23 25 2211 22 22 23 20 21 32 21 22 21 20 22 109 88
leaf_count=34 23 28 47 43 20 21 21 24 29 30 26 22 23 28 23 25 2211 22 22 23 20 21 32 21 22 21 20 22 109 88
internal_value=0 9.75698e-10 -4.62721e-10 6.42484e-08 1.34161e-07 -2.57405e-09 -1.10605e-07 -4.52657e-11 -9.63135e-08 -2.96842e-07 2.68091e-09 1.10191e-09 2.90225e-09 1.39402e-09 3.15996e-09 7.72966e-10 2.45567e-09 -6.96564e-08 5.57267e-09 1.63181e-08 8.10501e-08 1.8513e-07 3.28826e-09 -6.13975e-08 5.41477e-08 -2.46706e-07 -5.25345e-08 5.50949e-08 6.99533e-09 8.81859e-08
internal_weight=0 3098 3070 97 63 2973 68 2905 80 51 2825 2799 2777 2753 2725 2702 2679 111 2568 89 66 41 2546 138 85 53 64 44 2408 197
internal_count=3121 3098 3070 97 63 2973 68 2905 80 51 2825 2799 2777 2753 2725 2702 2679 111 2568 89 66 41 2546 138 85 53 64 44 2408 197
is_linear=0
shrinkage=0.1


Tree=9738
num_leaves=31
num_cat=0
split_feature=448 0 16 480 480 151 13 10 10 34 160 16 1447 472 1 1 1 1 401 1375 49 151 1456 160 15 13 2 48 12 48
split_gain=3.84317e-11 1.05609e-10 4.19612e-11 2.37798e-10 1.41185e-10 1.27488e-10 1.0758e-10 2.61015e-10 2.65823e-10 1.76249e-10 1.57977e-10 2.41088e-10 1.03262e-10 2.08064e-10 9.9329e-11 2.26563e-09 1.21406e-09 3.23891e-10 2.31779e-10 2.00005e-10 1.74376e-10 2.58171e-10 1.74078e-10 2.40689e-10 3.24138e-10 2.22418e-10 5.46654e-10 1.44285e-10 2.98202e-10 2.77617e-10
threshold=0.068920000000000023 -0.26609999999999995 -0.040964999999999994 0.11240000000000001 0.11747 0.11265500000000002 -0.090639999999999984 -0.0091199999999999979 -0.084119999999999986 -0.057544999999999992 -0.0071899999999999993 0.051380000000000002 -0.086849999999999997 -0.080779999999999977 0.092695000000000013 0.093700000000000019 0.091615000000000016 0.094825000000000007 0.094270000000000007 0.08401500000000002 -0.070909999999999987 -0.0060399999999999994 0.083870000000000014 0.062030000000000009 -0.095244999999999982 -0.099939999999999987 0.090425000000000019 0.091035000000000019 0.097145000000000023 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 12 10 8 -8 -9 -4 -12 -3 -14 16 -16 19 -17 -19 20 21 -15 23 25 -25 26 -22 29 -29 -27
right_child=-2 2 4 -5 -6 -7 7 9 -10 -11 11 -13 13 14 15 17 -18 18 -20 -21 22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=2.1921348279234241e-07 -1.38173443673395e-07 1.8652067619010876e-07 -3.8072767496054974e-08 3.5266574982983916e-07 -2.7734403584389611e-07 2.5063560041785205e-07 -1.2201267409750473e-08 2.7683946479144307e-07 -5.2778105555262308e-07 -1.5436723828133636e-08 4.4649048754269209e-07 4.5381992316011687e-08 -3.1343795994654925e-07 5.4035638220013769e-08 1.0326443939137873e-06 -3.5587692082117428e-07 -7.6630931722493637e-07 -1.6205923496754088e-09 3.4672273837799142e-07 3.1464505454437133e-07 4.7918538158317908e-08 -4.3092503469334469e-07 -2.6817061878951477e-07 1.9940995614541906e-08 4.6921146587937285e-07 9.7508667876696368e-09 -6.1463667158534471e-07 4.330458267531867e-07 -9.4925659084310622e-08 -3.2857094697646972e-07
leaf_weight=22 20 30 61 20 20 21 20 21 20 1177 23 43 21 21 22 25 21 425 20 20 33 23 23 42 26 813 20 23 20 25
leaf_count=22 20 30 61 20 20 21 20 21 20 1177 23 43 21 21 22 25 21 425 20 20 33 23 23 42 26 813 20 23 20 25
internal_value=0 8.94021e-10 -6.6591e-10 9.8898e-09 -1.35766e-08 5.7945e-09 -9.71192e-09 -1.87036e-08 -2.69991e-07 -1.03134e-08 7.79391e-08 1.85162e-07 2.684e-09 -7.14089e-10 3.38529e-09 4.07865e-08 -1.31925e-08 -5.64089e-09 1.40353e-08 1.33037e-09 -4.53146e-09 -1.99467e-07 3.83648e-09 1.00802e-08 1.91721e-07 -3.14422e-09 -2.02102e-07 8.82488e-09 1.87478e-07 -3.42266e-10
internal_weight=0 3101 3079 1694 1385 1674 1365 1238 40 1198 127 66 1653 1623 1602 492 1110 470 445 1089 1069 44 1025 1002 68 934 53 881 43 838
internal_count=3121 3101 3079 1694 1385 1674 1365 1238 40 1198 127 66 1653 1623 1602 492 1110 470 445 1089 1069 44 1025 1002 68 934 53 881 43 838
is_linear=0
shrinkage=0.1


Tree=9739
num_leaves=31
num_cat=0
split_feature=484 1451 12 43 15 142 11 33 0 9 9 15 15 15 160 12 15 12 43 12 42 1211 1213 42 1 12 3 12 51 12
split_gain=4.34753e-11 5.34316e-11 4.49971e-11 2.27026e-10 2.23592e-10 1.42649e-10 9.91914e-11 1.00087e-10 9.11734e-11 7.08066e-11 8.32096e-11 4.74702e-11 1.38656e-10 1.40487e-10 1.36519e-10 7.69435e-11 1.4842e-10 9.83827e-11 2.42549e-10 2.28873e-10 1.61095e-10 7.15397e-11 1.43864e-10 7.80019e-11 2.41773e-10 8.29261e-11 3.63301e-10 3.23964e-10 4.21903e-10 3.00636e-10
threshold=-0.52850499999999989 0.095645000000000022 0.12757000000000002 -0.23714499999999997 -0.071579999999999991 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 -0.050064999999999991 0.088235000000000022 0.10141500000000002 0.12044500000000001 0.11773500000000002 0.11461000000000002 -0.086829999999999977 0.11586 -0.066844999999999988 0.10911500000000002 -0.065269999999999981 0.10806000000000002 -0.018024999999999996 0.11301500000000002 0.0036000000000000003 0.12074000000000001 0.092695000000000013 0.093765000000000015 -0.06977499999999999 0.096395000000000022 0.090560000000000015 0.096830000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 -7 -8 -6 11 -11 12 13 15 -13 17 -17 19 -19 21 -20 23 -23 25 -25 -9 27 28 -27 -29
right_child=1 -3 3 4 8 6 7 9 -10 10 -12 14 -14 -15 -16 16 -18 18 20 -21 -22 22 -24 24 -26 26 -28 29 -30 -31
leaf_value=-1.4696820404225265e-07 2.500610126231629e-07 1.599129316922526e-07 1.812581205539433e-07 -4.2791758093327106e-07 1.1317699421029136e-07 -1.8726985168931215e-07 -1.9739210259217542e-07 3.4177357377717312e-09 -1.7501833662722873e-07 2.5060697146273014e-07 -4.9072843156549284e-09 2.9616020971919475e-07 -2.1468206407841234e-07 1.8991678154214663e-07 5.451102741257533e-09 4.3697547689382854e-08 -3.3269851201112039e-07 -1.4966404300118733e-07 6.5654706883254796e-08 -3.3098414421926593e-07 4.483423872805113e-07 3.1934576948547795e-07 -8.3571255285388928e-09 3.0873662935924774e-07 -1.3679645630439891e-07 -5.3799784635347439e-08 -3.873558867439897e-07 3.6733570204382382e-07 -4.9495175207741545e-07 1.1624820077593018e-08
leaf_weight=20 23 21 26 22 21 28 25 2073 23 25 26 21 30 39 70 22 20 22 22 21 22 21 37 29 21 110 29 27 27 198
leaf_count=20 23 21 26 22 21 28 25 2073 23 25 26 21 30 39 70 22 20 22 22 21 22 21 37 29 21 110 29 27 27 198
internal_value=0 9.43349e-10 -1.40535e-10 -6.90237e-08 -1.6762e-07 1.98037e-09 5.59632e-11 1.84184e-09 -3.74706e-08 3.5523e-09 1.20345e-07 1.47036e-09 -8.64346e-10 1.47672e-09 7.25378e-08 -1.24418e-09 -1.35539e-07 8.77057e-10 1.21444e-07 -2.19176e-09 2.56999e-07 4.92782e-10 1.10294e-07 -2.04042e-09 1.21613e-07 -4.54961e-09 -4.67908e-08 -1.9508e-08 -1.40742e-07 5.43101e-08
internal_weight=0 3101 3080 92 66 2988 2965 2937 44 2912 51 2861 2770 2740 91 2701 42 2659 66 2593 44 2572 58 2514 50 2464 391 362 137 225
internal_count=3121 3101 3080 92 66 2988 2965 2937 44 2912 51 2861 2770 2740 91 2701 42 2659 66 2593 44 2572 58 2514 50 2464 391 362 137 225
is_linear=0
shrinkage=0.1


Tree=9740
num_leaves=31
num_cat=0
split_feature=50 132 1211 42 133 0 160 49 0 3 50 44 0 51 0 16 456 50 401 133 393 15 133 1452 159 52 52 43 131 15
split_gain=4.03554e-11 1.05046e-09 8.38497e-10 1.43183e-10 2.05318e-10 1.91905e-10 3.48812e-10 1.0151e-09 1.76042e-10 1.47785e-10 1.41942e-10 1.38102e-10 3.11342e-10 3.53769e-10 1.53964e-10 1.74677e-10 1.31681e-10 7.7495e-11 8.0211e-11 1.55405e-10 8.4529e-11 8.10339e-11 7.96645e-11 7.56294e-11 9.88262e-11 8.40786e-11 3.03337e-10 8.19395e-10 2.97213e-10 5.87893e-10
threshold=0.096900000000000014 -0.083284999999999984 0.11048500000000001 0.084050000000000014 -1.0000000180025095e-35 -0.087634999999999977 -0.088854999999999976 0.08610000000000001 -0.084509999999999988 -0.077104999999999993 0.11051000000000001 0.099360000000000018 -0.085754999999999984 0.10876000000000001 -0.081584999999999977 0.033715000000000009 0.088285000000000016 0.094920000000000018 -0.13200999999999999 0.51114000000000004 0.11213000000000002 0.093575000000000019 0.41484500000000007 0.11396500000000002 -0.45371999999999996 0.10347000000000002 0.096795000000000006 0.0016850000000000001 0.09055500000000001 0.11842000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 3 4 -3 6 7 -5 -7 16 -8 12 13 -6 -14 -16 -10 18 21 20 22 -1 23 24 -20 26 -26 -28 29 -27
right_child=1 2 -4 5 11 8 10 -9 9 -11 -12 -13 14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=4.2151674702397254e-09 7.0145472551272097e-07 3.6783021280702621e-07 -6.2340673085124036e-07 -8.1747344079407085e-07 5.9798117509520432e-07 3.0176889674254677e-07 2.1082621503865083e-07 1.6688513227336443e-07 -2.7794614012506187e-07 1.0987975498037654e-07 -1.4659226891922118e-07 -1.7884202363079154e-07 -2.7451243113318928e-07 3.5962074888355276e-08 -1.3703532521671862e-07 2.5269896184454412e-07 5.1638101439266394e-08 -1.670405584397078e-07 -1.7343256836417875e-07 -2.0592860959380379e-07 -1.9740195330474435e-07 2.4989027201627325e-07 1.5382312846778596e-07 1.9113149903660088e-07 -3.2061185842630523e-09 2.4468126063252991e-08 -7.0659509816550785e-07 1.2262410371896784e-07 -2.0520140652263032e-07 4.4320402536594633e-07
leaf_weight=29 22 24 21 22 21 23 25 20 27 54 20 22 20 24 23 23 22 29 34 38 22 25 33 20 2111 239 22 26 41 39
leaf_count=29 22 24 21 22 21 23 25 20 27 54 20 22 20 24 23 23 22 29 34 38 22 25 33 20 2111 239 22 26 41 39
internal_value=0 2.91098e-08 -8.72033e-09 2.61673e-08 9.86249e-08 -2.72405e-08 -1.4147e-07 -3.48731e-07 5.16324e-08 -4.22331e-09 5.19736e-08 5.00465e-08 9.54118e-08 2.98238e-07 -4.28786e-08 5.78318e-08 -1.2997e-07 -4.44835e-09 -2.6883e-09 -5.17007e-09 -2.22117e-09 1.17954e-07 -5.47101e-10 -2.55904e-09 -4.10116e-09 -1.7778e-09 -8.85826e-09 -2.57435e-07 4.61429e-08 8.32117e-08
internal_weight=0 413 391 370 157 213 87 42 126 103 45 133 111 45 66 46 49 2708 2679 2625 2587 54 2565 2532 2512 2478 2159 48 319 278
internal_count=3121 413 391 370 157 213 87 42 126 103 45 133 111 45 66 46 49 2708 2679 2625 2587 54 2565 2532 2512 2478 2159 48 319 278
is_linear=0
shrinkage=0.1


Tree=9741
num_leaves=31
num_cat=0
split_feature=132 132 1203 1348 448 457 42 15 448 51 403 51 51 4 0 0 0 0 1209 1 457 2 447 10 4 0 14 159 4 160
split_gain=4.40054e-11 1.61315e-10 9.10609e-11 4.22022e-11 6.97694e-11 7.51037e-11 2.77167e-10 7.49604e-10 1.16795e-10 6.30924e-11 4.15262e-10 5.73249e-10 1.91378e-10 1.39064e-10 1.24542e-10 2.23376e-10 2.22808e-10 1.57689e-10 1.23816e-10 1.19167e-10 1.14137e-10 9.59815e-11 8.33546e-11 9.53986e-11 7.05667e-10 1.42168e-09 7.99217e-11 2.88104e-10 1.85763e-10 8.40429e-11
threshold=-0.083174999999999985 -0.050879999999999988 0.089005000000000015 0.095915000000000014 0.056825000000000007 0.098180000000000003 0.083795000000000022 -0.074054999999999996 -0.087679999999999994 0.094075000000000006 -0.0031149999999999997 0.097935000000000008 0.090560000000000015 -0.50052499999999989 -0.090644999999999989 -0.086934999999999985 -0.097024999999999986 -0.08095999999999999 0.12417500000000002 0.10672000000000002 0.092360000000000012 0.095195000000000016 0.089710000000000026 -0.011559999999999999 0.053180000000000012 -0.10151999999999999 -0.31455999999999995 -0.48366999999999993 0.51164000000000009 -0.090484999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 8 7 -7 -3 12 -11 -12 18 -13 16 -16 21 -17 20 -19 22 -15 23 24 -10 -26 28 -28 -25 -29
right_child=1 3 -4 -5 -6 6 -8 -9 9 10 11 13 -14 14 15 17 -18 19 -20 -21 -22 -23 -24 26 25 -27 27 29 -30 -31
leaf_value=-1.9080614042839747e-08 2.4657286985529935e-07 2.3828977895218053e-07 -2.1502967860619216e-07 -1.4024612496094898e-07 1.8363709192012072e-07 1.4507779118720583e-07 1.4235237719323526e-07 -6.714045740223314e-07 -4.5963079599097097e-07 -3.4524262726165487e-07 5.0923527226132139e-07 2.7161825338401452e-07 -2.3935568816903148e-07 -1.2876044418622508e-07 -3.5828985843977535e-07 2.4464926220637363e-07 3.7848781563421985e-07 -1.905014632123874e-07 2.0862394496390381e-07 3.4399266351532597e-08 -2.2458185108699463e-07 1.2476137958294942e-07 1.7396362156897862e-07 3.5472399607291062e-07 7.8584304645801246e-07 -2.9556819392557863e-07 -3.5397149136058393e-07 5.1425956645632248e-08 -1.587540241955235e-08 -6.0220336583227233e-09
leaf_weight=195 27 21 27 21 21 23 29 22 34 25 28 22 34 28 20 22 22 38 28 62 23 32 27 21 20 31 23 295 38 1862
leaf_count=195 27 21 27 21 21 23 29 22 34 25 28 22 34 28 20 22 22 38 28 62 23 32 27 21 20 31 23 295 38 1862
internal_value=0 3.28321e-09 -4.29123e-08 9.96014e-10 2.03638e-09 6.88814e-10 -9.87283e-08 -2.54091e-07 3.35821e-09 1.55435e-09 4.49067e-08 8.05043e-08 -3.76682e-09 3.17057e-08 8.14281e-09 -4.85198e-08 1.06266e-07 2.26215e-09 -4.32086e-10 -5.1063e-08 -2.89778e-09 6.4512e-09 -7.29033e-10 -2.7586e-09 -1.06744e-07 1.28515e-07 1.18902e-09 -1.91913e-09 1.16033e-07 1.83478e-09
internal_weight=0 2899 222 2872 2851 2830 74 45 2756 2735 299 274 2436 246 224 142 82 122 2402 100 2374 60 2351 2324 85 51 2239 2180 59 2157
internal_count=3121 2899 222 2872 2851 2830 74 45 2756 2735 299 274 2436 246 224 142 82 122 2402 100 2374 60 2351 2324 85 51 2239 2180 59 2157
is_linear=0
shrinkage=0.1


Tree=9742
num_leaves=31
num_cat=0
split_feature=105 33 1211 1209 1208 1210 403 1210 1209 52 1209 1205 403 3 448 0 46 0 52 1 49 457 151 16 42 457 456 49 457 97
split_gain=4.48558e-11 9.02079e-11 4.05712e-11 4.06145e-11 4.42513e-11 4.67341e-11 2.45673e-10 7.13165e-11 4.27619e-11 3.12627e-10 6.80067e-11 4.88763e-11 4.94327e-11 3.76302e-10 3.80139e-11 9.5142e-11 4.25806e-11 5.80826e-11 2.56385e-10 3.0386e-10 4.6138e-10 6.4909e-11 1.22076e-10 2.17822e-10 2.60194e-10 5.97302e-11 1.71438e-10 3.16337e-10 6.37983e-11 5.6804e-11
threshold=0.079510000000000011 -0.0066799999999999993 0.12463 -0.14444499999999996 0.11531000000000001 -0.13847499999999999 -0.048229999999999988 -0.090569999999999998 -0.084519999999999984 0.08709500000000002 -0.067109999999999989 1.0000000180025095e-35 -0.52445499999999989 -0.086274999999999977 0.068920000000000023 -0.26609999999999995 0.084955000000000017 -0.22491999999999998 -0.080114999999999978 0.090475000000000014 -0.006494999999999999 -0.087404999999999997 -0.085489999999999997 -0.08453999999999999 0.085345000000000018 -0.081909999999999997 0.087515000000000009 -0.0087849999999999977 -0.067164999999999989 -0.086464999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -7 9 -9 -10 12 13 -12 15 -14 17 18 -17 -20 -21 22 -19 -24 -25 26 -23 -28 -27 -30
right_child=-2 2 -4 4 -6 7 -8 8 10 -11 11 -13 14 -15 -16 16 -18 21 19 20 -22 25 23 24 -26 28 27 -29 29 -31
leaf_value=1.8660832397953387e-07 -1.2832788700978672e-07 1.4042550589010716e-07 1.1337490778740381e-07 3.1825965246904767e-07 -1.3504042533440951e-07 -1.8235962028515216e-07 -1.5008924839050798e-07 1.6281235404717749e-07 1.5220260065924432e-07 -3.7660655986352748e-07 4.3833938974557899e-07 -1.5748769953916054e-07 2.0567144050883971e-07 -1.0831200164736455e-07 -1.3981990150568892e-07 -3.8019724722847639e-07 1.0491843240127235e-07 2.9826623327622314e-07 -2.7179926362919107e-07 5.2362790501803149e-07 -1.3309895843635985e-07 -2.6887205741843448e-07 3.0689576789200148e-07 -2.8857254665224684e-07 1.3149080520709808e-07 1.3804456555632783e-07 2.9476853208744499e-07 -2.2970769760910988e-07 -1.6783800497981766e-07 -2.6472437969861824e-09
leaf_weight=26 27 20 31 24 25 22 21 22 29 21 20 20 22 34 20 22 36 20 24 20 23 32 20 29 30 32 23 23 21 2382
leaf_count=26 27 20 31 24 25 22 21 22 29 21 20 20 22 34 20 22 36 20 24 20 23 32 20 29 30 32 23 23 21 2382
internal_value=0 1.12572e-09 -4.46171e-10 -1.60799e-09 -2.54955e-09 -1.4425e-09 9.96968e-08 -2.98688e-09 -1.63775e-09 -1.00625e-07 -1.60845e-10 -1.70958e-09 -6.0984e-10 9.41515e-08 -2.45119e-09 -1.4554e-09 -3.12029e-09 -4.56027e-09 -8.40027e-08 1.32552e-08 1.72355e-07 -1.85339e-09 7.75693e-08 2.16967e-08 -7.4981e-08 -4.98226e-09 -9.11219e-08 3.25304e-08 -2.22296e-09 -4.09086e-09
internal_weight=0 3094 3068 3037 3017 2992 45 2947 2925 43 2882 2853 2833 54 2779 2759 2737 2701 89 67 43 2612 99 79 59 2513 78 46 2435 2403
internal_count=3121 3094 3068 3037 3017 2992 45 2947 2925 43 2882 2853 2833 54 2779 2759 2737 2701 89 67 43 2612 99 79 59 2513 78 46 2435 2403
is_linear=0
shrinkage=0.1


Tree=9743
num_leaves=31
num_cat=0
split_feature=484 484 43 481 2 481 481 481 481 4 481 160 1456 481 47 47 47 2 2 1210 132 1204 400 403 160 50 1211 13 13 13
split_gain=3.8157e-11 4.70054e-11 1.1814e-10 4.70978e-11 2.21821e-10 1.7823e-10 1.0702e-10 1.62899e-10 5.04718e-11 1.66251e-10 5.6775e-11 1.9713e-10 8.49952e-11 1.19418e-10 6.34882e-11 4.76973e-10 2.67328e-10 8.58736e-11 5.71239e-10 4.88366e-10 3.64035e-10 1.3468e-09 7.73703e-10 2.4152e-10 1.79771e-10 1.70914e-10 1.92371e-10 1.79419e-10 7.23003e-10 5.29224e-10
threshold=-0.52850499999999989 -0.23687999999999995 -0.076124999999999984 -0.15265499999999996 0.088745000000000004 -0.095944999999999989 -0.087424999999999989 -0.085894999999999985 -0.081434999999999994 -0.081609999999999988 -0.073474999999999985 -0.090764999999999985 0.11510000000000002 -0.063794999999999977 0.094460000000000002 0.091680000000000011 0.097970000000000015 0.084755000000000011 0.084985000000000019 -0.14175499999999996 -0.083284999999999984 -0.082274999999999987 -0.081749999999999975 -0.53255499999999989 -0.52336499999999997 0.11941000000000002 0.10167000000000002 -0.088589999999999988 -0.091559999999999989 -0.086589999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 -7 -8 9 -9 11 -10 13 -12 15 17 -16 19 -19 -15 21 -21 -22 -24 -25 26 27 28 -26 -29
right_child=1 3 -4 5 -6 6 7 8 10 -11 12 -13 -14 14 16 -17 -18 18 -20 20 22 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=-1.3767824313504207e-07 -3.9714526778311665e-08 1.1693436786944487e-07 2.0998893881025224e-07 2.9073740244084118e-07 -3.3744124721124536e-07 -2.2135694295725858e-07 2.8444531338323034e-07 -2.3767500611925105e-07 -1.2742184653886752e-07 1.222506419989735e-07 -2.4740535252476549e-07 2.5164042442995922e-07 1.6529398588242354e-07 4.8109322652022533e-07 -3.2403131447997495e-07 4.8937413279048768e-07 -1.3101353788652627e-08 -4.3180276954046803e-07 -5.2908398608307401e-09 -1.6629901078558897e-07 -6.0543504706142167e-07 8.0675728833057294e-07 -3.3053291488727158e-07 3.1012085614856053e-07 -1.2298676639418368e-08 -2.6778718782744754e-07 2.464707319818318e-07 -5.2473320891976979e-07 5.9415708005872153e-07 2.3120645537414593e-09
leaf_weight=20 40 22 36 21 21 22 20 33 23 21 20 34 30 23 31 20 256 32 1680 33 21 25 20 21 92 21 36 20 25 402
leaf_count=20 40 22 36 21 21 22 20 33 23 21 20 34 30 23 31 20 256 32 1680 33 21 25 20 21 92 21 36 20 25 402
internal_value=0 8.91484e-10 7.85661e-08 -1.06001e-09 -1.0497e-07 4.38357e-10 -1.6205e-09 2.43442e-11 -1.92441e-09 -9.77039e-08 -1.19144e-10 9.86855e-08 -2.12479e-09 -3.93277e-09 -2.1672e-09 3.00356e-09 -4.66861e-08 -9.65197e-10 -1.3263e-08 2.75245e-08 1.29546e-08 2.53122e-07 -8.21521e-09 1.14734e-08 2.25595e-08 1.24273e-08 2.26612e-08 7.71287e-09 1.17286e-07 -2.26664e-08
internal_weight=0 3101 76 3025 43 2982 2961 2939 2919 54 2865 57 2808 2778 2758 2471 287 2451 1712 739 716 58 658 637 617 596 575 539 117 422
internal_count=3121 3101 76 3025 43 2982 2961 2939 2919 54 2865 57 2808 2778 2758 2471 287 2451 1712 739 716 58 658 637 617 596 575 539 117 422
is_linear=0
shrinkage=0.1


Tree=9744
num_leaves=31
num_cat=0
split_feature=132 1185 1 4 43 2 12 0 4 483 483 158 482 42 1 482 483 482 1456 16 474 366 1184 50 133 0 157 1456 1419 1446
split_gain=4.50701e-11 1.47782e-10 8.79389e-11 9.26709e-11 8.73628e-11 5.59495e-11 1.02949e-10 9.70366e-11 6.33423e-11 4.1455e-11 1.64574e-10 6.42316e-11 5.52968e-11 2.88439e-10 2.43748e-10 1.853e-10 2.24592e-10 2.06603e-10 8.93701e-11 2.8664e-10 8.48875e-11 5.81171e-11 6.69246e-11 7.46901e-11 2.96908e-10 7.07785e-10 1.03825e-10 9.76432e-11 1.01157e-10 2.49394e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088135000000000005 0.010840000000000001 -0.013024999999999998 0.090675000000000019 0.088435000000000014 -0.073309999999999986 0.010840000000000001 0.13640000000000002 0.12325000000000001 -0.47356499999999996 0.098465000000000011 0.089245000000000005 0.16540500000000002 0.089745000000000005 0.086310000000000012 0.087870000000000018 -0.15824499999999997 -0.022939999999999999 0.098370000000000027 0.090115000000000015 1.0000000180025095e-35 -0.099524999999999988 0.090665000000000009 -0.067094999999999988 0.63604500000000008 0.11253500000000001 0.086505000000000012 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 6 -6 8 -7 10 11 -3 14 20 15 17 -17 18 19 -13 -14 22 23 24 25 -20 27 28 -25 -30
right_child=1 9 3 -5 5 7 -8 -9 -10 -11 -12 12 13 -15 -16 16 -18 -19 21 -21 -22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-1.5089287805130212e-07 2.6765062232568329e-07 1.6897364725596362e-07 -2.9552037966595894e-07 -3.279655231835932e-08 2.1028210363106658e-09 -2.5553456271865117e-07 2.5856540647832086e-07 1.328340777656029e-07 -1.2200964845207005e-08 1.2961745881057142e-07 -2.551628837181852e-07 -8.2843259692540261e-08 2.090213828283409e-07 -3.5017216252806694e-07 3.3492348760236466e-07 -3.2474779671971464e-09 -4.3928778366432113e-07 3.0940634889731203e-07 -4.4769625822027594e-07 4.0342193656783821e-07 -7.2062008728477984e-08 -1.4959776564182903e-07 1.5442195370038041e-07 -3.3444174060932708e-09 3.5220947472876581e-07 2.3741196323020347e-07 -2.3126326848199599e-07 -1.7601043698078913e-07 2.9611966608302155e-07 -1.3978659883797547e-07
leaf_weight=34 21 23 25 29 45 20 24 22 23 25 25 27 22 26 22 27 21 22 25 22 21 26 28 2341 29 38 20 32 35 21
leaf_count=34 21 23 25 29 45 20 24 22 23 25 25 27 22 26 22 27 21 22 25 22 21 26 28 2341 29 38 20 32 35 21
internal_value=0 3.33548e-09 -4.34155e-08 -1.54428e-07 -7.73289e-09 2.85913e-08 9.13072e-08 -3.79841e-08 -1.25379e-07 1.40684e-09 2.83366e-10 2.54155e-09 1.17687e-09 -8.72363e-08 3.40659e-09 7.19276e-10 -1.94015e-07 4.22537e-09 1.68604e-09 1.3548e-07 7.17481e-08 -8.40314e-10 6.65211e-10 -1.02908e-09 8.74274e-08 -3.44564e-08 -4.35207e-09 -2.48372e-09 -1.6713e-10 1.32655e-07
internal_weight=0 2899 222 54 168 134 69 65 43 2878 2853 2828 2805 69 2736 2714 48 2666 2644 49 43 2595 2569 2541 92 63 2449 2429 2397 56
internal_count=3121 2899 222 54 168 134 69 65 43 2878 2853 2828 2805 69 2736 2714 48 2666 2644 49 43 2595 2569 2541 92 63 2449 2429 2397 56
is_linear=0
shrinkage=0.1


Tree=9745
num_leaves=31
num_cat=0
split_feature=105 33 400 399 403 130 1204 400 156 12 0 484 12 4 13 13 1213 2 3 15 0 2 3 42 1428 131 1213 1211 1211 402
split_gain=3.97059e-11 7.20005e-11 3.79051e-11 1.88935e-10 1.58538e-10 2.90654e-10 1.27167e-10 1.20499e-10 3.67671e-11 5.11662e-11 3.03966e-10 1.34038e-10 2.641e-10 9.50351e-11 1.66416e-10 1.52578e-10 1.19622e-10 1.3292e-10 1.53064e-10 2.29265e-10 1.77763e-10 1.34749e-10 1.63427e-10 1.33261e-10 8.13842e-11 7.64854e-11 7.81413e-11 7.78247e-11 1.07697e-10 9.5382e-11
threshold=0.079510000000000011 -0.0066799999999999993 -0.082714999999999983 0.090145000000000017 -0.090774999999999981 0.084580000000000016 -0.084344999999999989 -0.081749999999999975 0.32523500000000005 0.099815000000000015 0.10455500000000001 0.090535000000000018 0.22926500000000002 -0.095774999999999985 0.23074000000000003 0.10935500000000002 -0.063509999999999997 0.10381000000000001 -0.063814999999999997 -0.076244999999999993 -0.063634999999999983 0.089725000000000013 -0.070099999999999982 -0.062154999999999995 0.10024500000000001 0.11767000000000001 0.51049000000000011 0.11671000000000002 0.09993500000000001 -0.44724499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -4 9 24 11 12 13 -11 15 16 -15 21 19 -19 -21 22 -18 -23 25 26 27 28 29 -9
right_child=-2 2 7 -5 5 -7 -8 8 -10 10 -12 -13 -14 14 -16 -17 17 18 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.6677514047376444e-07 -1.207305863117738e-07 1.7261275731230955e-07 -2.4135278793090993e-07 3.3524292945230629e-07 -1.4701301235423411e-07 -3.9780838906586901e-07 1.7169927600992109e-07 -2.2031191406313154e-07 1.3089123578018708e-07 1.699052313597349e-07 -3.6519814962879048e-07 -2.4155480140564126e-07 3.4679425333533369e-07 1.2947760637871398e-07 -2.3218594956356478e-07 2.193788492166749e-07 5.9544031358882427e-08 3.7194482042461163e-08 3.5586135079971172e-08 -1.3162173780262056e-07 -5.0682138602756566e-07 3.258923575928789e-07 -2.492150019861583e-07 -8.5132997950355427e-09 2.045315255827518e-07 1.2832429178840668e-07 1.9156884853882298e-07 -1.6791297883551288e-07 1.7142659621703793e-07 -9.8051073395127315e-10
leaf_weight=26 27 36 21 20 21 21 31 20 21 25 26 24 21 40 37 27 40 24 35 23 28 22 30 26 20 47 21 28 36 2297
leaf_count=26 27 36 21 20 21 21 31 20 21 25 26 24 21 40 37 27 40 24 35 23 28 22 30 26 20 47 21 28 36 2297
internal_value=0 1.0652e-09 -3.39123e-10 5.27159e-08 8.76031e-10 -8.38161e-08 4.29885e-08 -2.66784e-09 -9.50091e-10 -1.90579e-09 -3.38253e-08 -1.23932e-08 2.15673e-09 -1.81161e-08 -3.22743e-08 -7.20063e-09 -3.00277e-08 -5.8011e-08 -1.37092e-07 -2.17675e-07 -3.37614e-07 1.57085e-08 -7.27813e-08 1.44756e-07 3.62744e-09 1.98673e-09 -4.85317e-10 -2.1792e-09 -2.07018e-10 -2.87375e-09
internal_weight=0 3094 3068 129 109 73 52 2939 2918 2897 428 402 378 357 332 295 268 228 110 75 51 118 70 48 2469 2449 2402 2381 2353 2317
internal_count=3121 3094 3068 129 109 73 52 2939 2918 2897 428 402 378 357 332 295 268 228 110 75 51 118 70 48 2469 2449 2402 2381 2353 2317
is_linear=0
shrinkage=0.1


Tree=9746
num_leaves=31
num_cat=0
split_feature=1 1132 42 40 1 47 12 15 12 12 1456 12 132 15 1185 1 128 15 1185 393 16 1213 1213 1213 1210 2 4 2 1213 13
split_gain=3.86455e-11 4.7412e-11 4.49496e-11 6.11888e-11 7.51879e-11 4.9419e-11 6.3486e-11 1.22193e-10 9.8731e-11 6.59127e-11 9.39926e-11 7.73207e-11 7.68111e-11 1.48055e-09 7.67455e-10 2.44509e-10 6.20481e-11 1.24042e-10 1.17812e-10 8.04973e-11 7.33028e-11 6.77001e-11 4.55608e-10 5.26623e-10 2.55909e-10 1.51676e-10 5.75335e-10 3.51458e-10 9.24223e-11 8.94152e-11
threshold=0.16773500000000005 -0.078654999999999989 -0.23802999999999999 -0.24134999999999998 0.15471500000000002 0.13975500000000002 0.12757000000000002 -0.045854999999999993 0.12069000000000002 0.11586 0.11510000000000002 0.11351500000000002 -0.083284999999999984 0.091650000000000023 -0.014244999999999999 0.088135000000000005 0.10773500000000001 0.089595000000000022 0.092170000000000016 0.09389500000000002 0.64105000000000001 -0.088064999999999991 -0.085284999999999986 -0.082704999999999987 -0.097479999999999983 0.084715000000000013 -0.081224999999999978 0.083585000000000007 -0.41627499999999995 -0.088319999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 8 -8 9 10 11 12 13 15 -14 -5 18 -18 19 20 21 24 -23 -24 -16 27 -27 -26 -28 -25
right_child=-2 2 3 4 -6 -7 7 -9 -10 -11 -12 -13 14 -15 16 -17 17 -19 -20 -21 -22 22 23 29 25 26 28 -29 -30 -31
leaf_value=-1.5249814513396132e-07 -1.2913268746093884e-07 1.4439626041125436e-07 -1.5486183110624554e-07 2.3823893660808913e-08 1.8234607830250932e-07 1.4687265253660768e-07 -3.0378532215991073e-07 9.4627282656099209e-09 1.9956482915972629e-07 -1.3641664643111135e-07 1.5787686137595137e-07 -1.5751208562256403e-07 -6.0504162157875339e-07 8.7474720828595325e-07 -3.9798595082629621e-07 -2.9121547835265739e-07 3.0271955466787407e-07 -4.1379557945798628e-08 -2.3047590186241577e-07 1.5477079612684761e-07 1.7024462385961672e-07 3.55760903245381e-07 -4.7887310793849678e-07 4.2961640888416207e-08 1.8978700967288224e-08 4.7443560816873284e-07 3.0480563952193864e-08 -4.7309762788386034e-07 -1.9932966308390729e-07 -7.6615987572133968e-09
leaf_weight=20 23 22 25 120 23 23 20 33 25 35 38 31 21 20 20 31 20 22 22 34 25 36 23 432 47 25 35 21 35 1814
leaf_count=20 23 22 25 120 23 23 20 33 25 35 38 31 21 20 20 31 20 22 22 34 25 36 23 432 47 25 35 21 35 1814
internal_value=0 9.71575e-10 1.96878e-09 9.43451e-10 2.22855e-09 8.5132e-10 -2.73802e-10 -1.08744e-07 1.68695e-09 -1.47864e-11 1.64749e-09 -4.47326e-10 1.28974e-09 6.62347e-08 -2.9297e-09 -4.08531e-08 1.91302e-09 1.22477e-07 -5.8056e-11 1.9322e-09 -1.35648e-10 -1.84767e-09 2.80026e-09 -2.79982e-09 -6.03912e-08 -1.89686e-08 6.26439e-08 -1.32986e-07 -8.44245e-08 2.07537e-09
internal_weight=0 3098 3078 3056 3031 3008 2985 53 2932 2907 2872 2834 2803 171 2632 151 2611 42 2569 2547 2513 2488 2305 2269 183 163 95 68 70 2246
internal_count=3121 3098 3078 3056 3031 3008 2985 53 2932 2907 2872 2834 2803 171 2632 151 2611 42 2569 2547 2513 2488 2305 2269 183 163 95 68 70 2246
is_linear=0
shrinkage=0.1


Tree=9747
num_leaves=31
num_cat=0
split_feature=50 132 1211 13 13 133 483 157 52 160 13 14 160 52 4 52 3 401 133 42 133 50 393 1452 159 403 401 42 402 42
split_gain=4.02393e-11 9.47603e-10 6.79723e-10 1.00882e-10 3.52168e-10 1.82338e-10 1.33026e-10 5.15461e-10 3.40367e-10 1.33685e-10 1.19559e-10 1.10079e-10 1.94639e-10 9.19419e-11 8.57093e-11 8.26199e-11 8.54098e-11 6.69687e-11 1.11467e-10 7.91009e-11 7.79435e-11 7.99779e-11 6.64532e-11 6.35485e-11 7.69412e-11 6.08698e-11 1.55786e-10 7.19125e-11 3.37894e-10 1.98261e-10
threshold=0.096900000000000014 -0.083284999999999984 0.11048500000000001 -0.082574999999999982 -0.083764999999999992 -1.0000000180025095e-35 0.087520000000000014 -0.084489999999999996 -0.015069999999999998 -0.41869999999999991 -0.078279999999999975 -0.31455999999999995 0.022560000000000004 0.50128500000000009 -0.075889999999999999 -1.0000000180025095e-35 -0.078344999999999984 -0.13200999999999999 0.51114000000000004 0.10024000000000001 0.41892500000000005 0.094920000000000018 0.11213000000000002 0.11396500000000002 -0.45371999999999996 0.62200000000000011 0.13607500000000003 0.10306000000000001 0.020685000000000005 0.10077000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 3 4 6 -5 7 -3 -9 -10 -7 -12 13 15 -11 -13 -17 19 20 -1 21 22 23 24 -19 26 27 29 -29 -26
right_child=1 2 -4 5 -6 10 -8 8 9 14 11 12 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.9385543244728374e-08 6.6765732071871757e-07 -4.5199858257784282e-07 -5.6029064829826467e-07 3.3196500203539852e-07 -4.2563187378163999e-07 2.1553806919332751e-07 2.1336671547432758e-07 4.4195521368806114e-07 1.6409102030407938e-07 1.4978764032288643e-08 2.0984946142258801e-07 1.2424127013652899e-07 -3.2310728940387891e-07 1.8039436436258536e-07 -2.347304187664021e-07 3.1492395506186696e-08 -2.2558907191795797e-07 -1.5339571996933314e-07 -1.7452938428492034e-07 2.1846487665643197e-07 1.8766647525716337e-07 -1.8746917927655224e-07 -1.771218487595599e-07 1.7497802701882394e-07 -6.4010863843444356e-10 -1.675424943993097e-07 2.5857535876723336e-07 -1.5311205562199811e-08 -4.2974369359233775e-07 3.0104359661270962e-07
leaf_weight=27 22 23 21 24 20 31 29 20 27 28 21 22 20 26 27 24 28 34 39 29 21 24 22 20 2217 22 23 186 22 22
leaf_count=27 22 23 21 24 20 31 29 20 27 28 21 22 20 26 27 24 28 34 39 29 21 24 22 20 2217 22 23 186 22 22
internal_value=0 2.90776e-08 -6.85271e-09 2.45586e-08 -3.08605e-08 7.37572e-08 2.04085e-08 -2.43578e-08 7.2071e-08 -1.81446e-08 3.77282e-08 -1.3647e-09 -3.83272e-08 1.86288e-08 -1.07606e-07 -3.82077e-08 -1.06936e-07 -4.43225e-09 -6.71742e-09 1.03787e-07 -4.21276e-09 -5.76734e-09 -4.06919e-09 -2.57384e-09 -3.97964e-09 -1.94105e-09 -4.66062e-10 -2.90086e-09 -5.91454e-08 2.32418e-09
internal_weight=0 413 391 370 174 196 154 125 102 82 172 141 120 100 55 74 52 2708 2652 56 2613 2592 2568 2546 2526 2492 2470 2447 208 2239
internal_count=3121 413 391 370 174 196 154 125 102 82 172 141 120 100 55 74 52 2708 2652 56 2613 2592 2568 2546 2526 2492 2470 2447 208 2239
is_linear=0
shrinkage=0.1


Tree=9748
num_leaves=31
num_cat=0
split_feature=132 1185 15 50 1203 401 1 15 133 1210 0 133 399 52 1 9 45 11 10 34 9 49 49 42 133 43 10 3 2 13
split_gain=5.06333e-11 1.79212e-10 1.4565e-10 7.81142e-11 5.69762e-11 4.79147e-11 1.36238e-10 2.1749e-10 5.08565e-11 9.59673e-11 4.24534e-11 9.7391e-11 7.37674e-11 4.25897e-11 3.90573e-11 4.0084e-11 5.50829e-11 2.12301e-10 1.07924e-10 4.52329e-10 8.54258e-11 4.92377e-11 1.18587e-10 1.01262e-10 1.15325e-10 1.12076e-10 5.94204e-11 2.41392e-10 2.06647e-10 1.0415e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.09227500000000001 0.088310000000000013 -0.13200999999999999 0.094385000000000011 0.095175000000000023 0.51114000000000004 0.24726500000000004 -0.09515499999999999 -0.37971999999999995 0.087485000000000021 0.086040000000000019 0.16773500000000005 -0.092939999999999981 0.094030000000000016 -0.011194999999999998 0.053330000000000009 -0.010024999999999997 0.089995000000000006 0.12073000000000002 0.12899500000000003 0.09796500000000001 0.09389500000000002 -0.012394999999999998 -0.0093599999999999985 -0.053259999999999995 -0.0091949999999999983 -0.01163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 10 6 7 -3 9 14 -1 -12 -13 -14 15 -7 17 -17 20 -20 21 26 -23 24 25 -24 27 -19 -28 -29
right_child=1 5 -4 -5 -6 8 -8 -9 -10 -11 11 12 13 -15 -16 16 -18 18 19 -21 -22 22 23 -25 -26 -27 28 29 -30 -31
leaf_value=7.7963651688304638e-08 2.9459131938091608e-07 -3.2152373686083848e-08 -2.7340393521058105e-07 -1.7187719889883674e-07 1.5474653865942896e-07 1.4113940125071167e-07 -1.3317697432119695e-07 3.5858000891104376e-07 -1.1566709061427399e-07 1.9990743910606549e-07 -2.1927386723064048e-07 1.2809274595280927e-07 -1.4459965878899085e-07 3.6270035786361884e-08 -1.4016676168182586e-07 3.2531122030832198e-07 -1.2212797325271308e-07 3.7905110865548999e-07 -5.1971314043441905e-07 7.6442148336955793e-08 1.8156999623477952e-07 -2.6621078863241645e-07 1.4859891153293946e-07 1.477766813045329e-07 -2.8141637301359881e-07 -1.193571966643651e-07 -2.6562079929899957e-07 7.6518547627428429e-08 2.9915530552254999e-09 -1.9415842749432549e-07
leaf_weight=37 21 29 25 28 23 20 22 28 38 24 25 31 30 23 20 20 37 21 20 35 26 23 27 28 20 37 29 44 2309 21
leaf_count=37 21 29 25 28 23 20 22 28 38 24 25 31 30 23 20 20 37 21 20 35 26 23 27 28 20 37 29 44 2309 21
internal_value=0 3.52271e-09 -4.60297e-08 -1.71751e-08 8.45607e-09 1.39886e-09 7.82016e-08 1.59786e-07 -7.68852e-10 8.12508e-10 -1.45897e-08 -4.60069e-08 5.56067e-09 -6.6109e-08 -9.33301e-10 9.1605e-11 -9.54356e-10 7.31142e-10 -1.7278e-09 -1.40342e-07 1.22143e-09 -6.10949e-10 -5.93887e-08 -1.69163e-08 -7.1814e-08 -6.31321e-09 2.66256e-09 8.42972e-08 -3.40251e-10 -1.09309e-08
internal_weight=0 2899 222 197 169 2878 79 57 2799 2761 146 109 84 53 2737 2717 2697 2660 2640 55 2585 2559 135 112 84 64 2424 86 2338 65
internal_count=3121 2899 222 197 169 2878 79 57 2799 2761 146 109 84 53 2737 2717 2697 2660 2640 55 2585 2559 135 112 84 64 2424 86 2338 65
is_linear=0
shrinkage=0.1


Tree=9749
num_leaves=31
num_cat=0
split_feature=1211 50 2 132 15 132 50 15 402 401 401 9 12 33 128 4 1185 445 1213 1213 1212 1212 1213 1212 43 1213 1212 133 133 133
split_gain=4.28771e-11 4.56144e-10 7.60811e-11 6.80824e-11 2.58111e-10 1.11193e-10 6.69474e-11 5.94049e-11 4.94119e-11 2.4504e-10 6.79836e-11 4.15117e-11 2.298e-10 1.18946e-10 4.11965e-11 1.20368e-10 1.09844e-10 5.27624e-11 5.04208e-11 3.33009e-10 6.0882e-10 2.3806e-10 8.53575e-10 2.29705e-10 1.19046e-10 1.08894e-10 8.50404e-11 6.26643e-11 5.4955e-10 2.21854e-10
threshold=0.11048500000000001 0.096900000000000014 0.088055000000000008 -0.083284999999999984 0.091475000000000015 -0.044384999999999994 0.09227500000000001 0.08517000000000001 -0.45015499999999992 -1.0000000180025095e-35 -0.13200999999999999 0.092235000000000011 -0.010834999999999999 -0.0066799999999999993 0.10773500000000001 -0.079329999999999984 0.091055000000000011 -0.048849999999999998 -0.088064999999999991 -0.085284999999999986 -0.089079999999999979 -0.092474999999999988 -0.092319999999999985 -0.16927999999999996 0.0034250000000000005 -0.24064499999999997 -0.070754999999999985 -0.040449999999999993 -0.078539999999999985 -0.012979999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -5 7 -1 9 -7 -10 13 -13 -12 16 -16 17 -15 21 -20 -21 23 24 -19 25 -23 -22 28 -28 -29
right_child=1 -3 -4 5 -6 8 -8 -9 10 -11 11 12 -14 14 15 -17 -18 18 19 20 26 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-1.4016885780391239e-08 -2.1023362487918953e-07 4.6042570509350549e-07 2.09327282009651e-08 2.0417980177053659e-07 -3.3931382488512035e-07 -3.4594347704858761e-07 -1.6969207301542612e-07 1.6618162074369789e-07 1.6617666790352814e-07 1.0751882111474762e-07 2.0724859715366099e-07 1.6485849712244955e-07 -2.6645196963196821e-07 -1.6164547957941978e-07 2.4629372364870508e-07 -5.8218636588157507e-08 -2.2949263829391817e-07 -3.1263424572530159e-08 2.9501830024167785e-07 -5.2319586416806696e-07 1.8878961418522524e-07 -2.2700244460229271e-07 -7.3850930093044554e-07 3.4220137343294007e-07 1.9981162067562677e-07 6.2418887890859105e-08 5.4964374216727563e-09 -2.7735601813399876e-07 5.1604152257250064e-07 1.2426946976034913e-09
leaf_weight=142 24 22 35 27 28 22 24 21 25 26 28 21 30 20 25 27 21 58 39 22 25 26 20 23 21 26 253 29 23 1988
leaf_count=142 24 22 35 27 28 22 24 21 25 26 28 21 30 20 25 27 21 58 39 22 25 26 20 23 21 26 253 29 23 1988
internal_value=0 7.18075e-08 -7.3101e-08 -1.91167e-09 -5.6158e-08 2.21682e-09 -1.37604e-08 9.19887e-09 2.67925e-10 -1.00318e-07 2.02361e-09 5.17616e-10 -8.88535e-08 2.22215e-09 5.25603e-11 8.81815e-08 -1.7141e-09 1.44959e-10 1.41241e-09 5.21305e-09 3.82965e-10 -5.05515e-08 -1.59713e-07 7.47821e-08 -1.13875e-09 -8.22918e-08 5.35222e-09 3.35225e-09 4.80419e-08 -2.76294e-09
internal_weight=0 81 59 3040 215 2825 187 163 2798 48 2750 2725 51 2674 2646 52 2594 2573 2553 2379 2340 174 93 81 73 52 2318 2293 276 2017
internal_count=3121 81 59 3040 215 2825 187 163 2798 48 2750 2725 51 2674 2646 52 2594 2573 2553 2379 2340 174 93 81 73 52 2318 2293 276 2017
is_linear=0
shrinkage=0.1


Tree=9750
num_leaves=31
num_cat=0
split_feature=40 130 12 12 142 11 33 34 2 0 150 159 39 147 148 147 147 48 132 1203 1185 1 12 13 153 157 16 16 3 52
split_gain=3.6511e-11 1.30764e-10 6.24495e-11 4.1556e-11 1.08389e-10 1.02549e-10 9.6527e-11 4.57085e-11 5.47779e-11 4.05019e-10 1.48955e-10 1.01256e-10 1.52048e-10 5.75661e-11 6.01073e-11 6.53102e-11 1.06528e-10 6.40074e-11 5.94269e-11 1.16549e-09 7.02618e-10 1.19419e-10 5.5805e-11 6.30235e-11 5.03564e-11 6.85414e-11 5.95371e-11 2.16474e-10 2.63265e-10 1.90368e-10
threshold=-0.24620999999999996 -0.22699999999999995 0.14786000000000002 0.12757000000000002 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 -0.112215 -0.0050599999999999994 -0.09515499999999999 0.085395000000000013 0.082105000000000025 0.086175000000000015 0.099730000000000027 1.0000000180025095e-35 0.092070000000000013 0.08789000000000001 -0.0046349999999999994 -0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.088135000000000005 0.10911500000000002 -0.0018299999999999998 1.0000000180025095e-35 0.41580000000000006 0.11346000000000002 0.22339500000000004 -0.085709999999999995 -0.21968999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8 9 -9 11 12 -11 14 15 16 17 -10 19 21 -20 22 23 -19 25 26 29 28 -28 -22
right_child=1 2 -4 -5 5 6 7 8 13 10 -12 -13 -14 -15 -16 -17 -18 18 20 -21 24 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.3467877309381039e-07 -2.4380231761514634e-07 2.1687472946782891e-07 1.3564295504325481e-07 -1.0897420712093922e-07 -1.9152078485668817e-07 -1.9490579973080457e-07 -1.4823420784182418e-07 4.3704949230042689e-07 1.3223867408423513e-07 8.8123301749804409e-09 2.0621208446672511e-07 9.5674522594349362e-08 -3.3000085340236017e-07 1.4592768605344493e-07 -1.4157774972526718e-07 1.5847980071507314e-07 -1.648481628535592e-07 1.448421334777394e-08 -5.669871771115967e-07 7.7581636105605865e-07 2.3526468200745714e-07 -2.1588846043277169e-07 1.4580103785040895e-07 -1.7000305753665248e-07 -1.4342803827579095e-07 1.4311916337018215e-07 -1.8034010748932713e-08 -2.865111684610399e-09 -4.1913789964098676e-07 3.1542756452089433e-09
leaf_weight=20 22 23 34 35 28 25 20 24 37 26 22 21 27 27 30 26 39 95 22 20 36 29 24 23 24 34 36 349 30 1913
leaf_count=20 22 23 34 35 28 25 20 24 37 26 22 21 27 27 30 26 39 95 22 20 36 29 24 23 24 34 36 349 30 1913
internal_value=0 -8.69227e-10 8.66573e-10 -6.38319e-10 6.21401e-10 -1.04376e-09 7.58662e-10 2.42588e-09 3.45992e-09 6.96176e-08 -2.22403e-08 -9.01586e-08 -1.63791e-07 6.18501e-10 -7.99406e-10 7.43653e-10 -7.69125e-10 1.62574e-09 -2.08292e-10 5.35116e-08 -4.40653e-09 -3.09685e-08 6.79687e-09 -2.14752e-08 7.03613e-10 2.14613e-09 1.18601e-10 -3.4273e-08 -2.00354e-07 7.44159e-09
internal_weight=0 3101 3079 3045 3010 2987 2959 2934 2914 120 96 74 53 2794 2767 2737 2711 2672 2635 191 2444 171 142 118 2422 2398 2364 415 66 1949
internal_count=3121 3101 3079 3045 3010 2987 2959 2934 2914 120 96 74 53 2794 2767 2737 2711 2672 2635 191 2444 171 142 118 2422 2398 2364 415 66 1949
is_linear=0
shrinkage=0.1


Tree=9751
num_leaves=31
num_cat=0
split_feature=130 40 120 33 9 15 34 104 2 10 10 46 1456 154 157 1420 0 1420 1446 12 1446 1455 43 1453 1455 1455 13 50 159 1447
split_gain=4.55168e-11 8.89426e-11 4.42193e-11 7.36014e-11 6.59993e-11 4.53083e-10 7.23135e-11 1.73605e-10 1.02927e-10 6.25886e-11 3.88372e-11 4.00915e-11 5.95124e-11 5.09558e-11 9.44523e-11 7.94922e-11 2.95846e-10 1.37162e-10 6.93512e-11 1.0909e-10 8.38572e-11 1.15909e-10 4.34797e-10 1.77383e-10 4.28531e-10 2.0442e-10 1.74623e-10 1.47807e-10 1.0103e-10 8.8294e-11
threshold=-0.23123999999999997 -0.24290999999999999 0.093680000000000013 -0.044254999999999996 0.088235000000000022 -0.10324499999999999 -0.08786999999999999 0.083745000000000014 -0.080614999999999978 0.10223 -0.092019999999999977 0.084955000000000017 0.11772000000000001 0.085530000000000009 0.63604500000000008 -0.08341999999999998 -0.059114999999999994 -0.079539999999999986 0.096495000000000011 0.089300000000000004 0.091180000000000011 -0.097209999999999977 -0.071044999999999983 -0.079219999999999985 0.088555000000000009 -0.089344999999999994 -0.085584999999999981 -0.46943999999999991 0.13810000000000003 -0.086279999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 9 -5 8 -8 -6 -10 12 13 14 15 16 -12 -17 20 -20 21 22 -19 24 26 -25 -23 -27 29 -29
right_child=1 2 -4 4 5 -7 7 -9 10 -11 11 -13 -14 -15 -16 17 -18 18 19 -21 -22 23 -24 25 -26 27 -28 28 -30 -31
leaf_value=1.4015577750362116e-07 -2.1124249698800671e-07 1.8587424506222307e-07 1.4158955058912234e-07 1.8503815226722509e-07 2.1760894441058554e-07 -4.8108601442024907e-07 2.0290349959850574e-07 -2.8768512495822682e-07 -1.026712478111111e-07 -3.2568127288357122e-08 -6.8625365473405597e-08 9.9853890631607097e-08 -1.2364103820316768e-07 1.5593276606025376e-07 -2.16957600720491e-07 -2.5576202766669233e-07 4.2468747608381823e-07 1.4176965521528472e-07 -2.7813879534184764e-08 2.2368962269021204e-07 -2.0578926214653851e-07 1.9800307526907091e-07 -5.0246105129048149e-07 2.9495164364621108e-07 5.2452595970077138e-07 -2.7530820016608006e-07 -2.0602010075119483e-07 -1.2132578484444446e-07 1.9002077483197287e-07 -1.3641431734838861e-09
leaf_weight=23 20 21 22 21 20 21 25 21 37 20 31 40 39 21 20 21 20 22 34 35 20 20 20 23 22 20 23 63 27 2349
leaf_count=23 20 21 22 21 20 21 25 21 37 20 31 40 39 21 20 21 20 22 34 35 20 20 20 23 22 20 23 63 27 2349
internal_value=0 -1.04211e-09 3.23718e-10 -6.93248e-10 -1.98416e-09 -1.04951e-07 1.27796e-10 -1.18718e-09 8.6482e-10 9.25204e-08 -8.72699e-10 4.39687e-10 -9.65461e-10 7.48745e-10 -4.27741e-10 1.14702e-09 1.24831e-07 -1.19009e-09 8.0618e-10 9.97604e-08 -1.81085e-09 -2.35122e-10 -1.65007e-07 2.48196e-09 1.65556e-07 -1.78872e-09 -1.81023e-08 -4.56425e-09 -2.34413e-09 -4.49747e-09
internal_weight=0 3098 3078 3056 3035 61 2974 2953 2932 40 2907 2870 2830 2791 2770 2750 51 2699 2678 69 2609 2589 42 2547 65 2482 43 2459 2439 2412
internal_count=3121 3098 3078 3056 3035 61 2974 2953 2932 40 2907 2870 2830 2791 2770 2750 51 2699 2678 69 2609 2589 42 2547 65 2482 43 2459 2439 2412
is_linear=0
shrinkage=0.1


Tree=9752
num_leaves=31
num_cat=0
split_feature=132 1185 1203 483 483 1452 1456 1456 483 52 3 482 482 43 120 483 4 11 9 33 1447 12 1447 1447 1446 480 480 1446 483 484
split_gain=3.87124e-11 2.05941e-10 1.18533e-10 3.84365e-11 1.52042e-10 6.44152e-11 4.16408e-11 1.43208e-10 7.68982e-11 4.21262e-10 2.50144e-10 1.34179e-10 9.87831e-11 1.64663e-10 1.50667e-10 1.26021e-10 1.30025e-10 1.00584e-10 1.18887e-10 1.28728e-10 6.29972e-11 4.40771e-10 3.44204e-10 1.49083e-10 2.36376e-10 2.30793e-10 1.50984e-10 1.41339e-10 8.03602e-11 9.55554e-11
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.13622000000000004 0.12325000000000001 -0.073879999999999987 -0.23007499999999997 -0.15024999999999997 0.10083000000000002 0.12445000000000002 -0.065229999999999996 0.099315000000000014 0.090355000000000005 -0.077604999999999993 1.0000000180025095e-35 0.096460000000000018 0.62931500000000018 -0.011194999999999998 0.092235000000000011 -0.0066799999999999993 -0.085684999999999997 0.083985000000000018 -0.086849999999999997 -0.082344999999999988 0.084580000000000002 0.11191000000000002 0.093630000000000005 0.085270000000000012 0.08981500000000002 -0.068929999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 -7 -8 11 10 -10 12 14 -14 15 16 17 -9 19 -19 21 -21 27 24 -22 26 28 -23 -25 -30
right_child=1 3 -4 -5 -6 6 7 8 9 -11 -12 -13 13 -15 -16 -17 -18 18 -20 20 23 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-1.2489175461513996e-08 3.1509964784282557e-07 1.5268278679465249e-07 -2.3258763522144527e-07 1.1955476090271852e-07 -2.5639227012017884e-07 8.7213770638283215e-08 -2.6807209529522425e-07 2.1323667273133073e-07 1.3555892307083794e-07 4.3594128030122197e-07 -3.0952007751031252e-07 -2.200967772734787e-07 3.5933302648061274e-07 -4.1594017423968972e-08 -2.0561419151003216e-07 2.3870519518192683e-07 -2.5563586268262385e-07 2.2252153569341385e-07 -1.7704983053447091e-07 4.0625493962297383e-07 -4.4104831616209598e-07 -4.3219695713661275e-08 -4.0809390526419522e-07 1.4851908430568763e-09 -1.8204182904122346e-08 3.1463821068942e-07 -2.5865226615204174e-07 2.8833758740631766e-07 1.3003819638868208e-08 -2.9611651825689477e-07
leaf_weight=194 21 28 28 27 23 54 20 22 28 25 23 28 20 21 36 22 20 26 38 29 20 36 20 2167 39 23 23 20 20 20
leaf_count=194 21 28 28 27 23 54 20 22 28 25 23 28 20 21 36 22 20 26 38 29 20 36 20 2167 39 23 23 20 20 20
internal_value=0 3.07892e-09 -4.02493e-08 8.02186e-10 -3.22444e-10 1.76016e-09 2.50935e-10 -1.45919e-09 4.96888e-10 9.96739e-08 -6.5163e-08 -2.34744e-09 -2.21185e-11 1.5398e-07 -2.46849e-09 4.05081e-10 -1.67284e-09 3.56425e-10 -1.53127e-09 1.19886e-09 -1.18194e-09 7.45748e-08 -5.19873e-08 -4.62245e-09 -1.61541e-07 -5.13169e-10 -3.76361e-09 7.51936e-08 -1.10732e-09 -1.41556e-07
internal_weight=0 2899 222 2878 2851 2828 2800 2746 2726 76 51 2650 2622 41 2581 2545 2523 2503 2481 2443 2417 105 76 2312 59 2253 2230 56 2207 40
internal_count=3121 2899 222 2878 2851 2828 2800 2746 2726 76 51 2650 2622 41 2581 2545 2523 2503 2481 2443 2417 105 76 2312 59 2253 2230 56 2207 40
is_linear=0
shrinkage=0.1


Tree=9753
num_leaves=31
num_cat=0
split_feature=40 130 42 1212 1212 1212 1212 1212 1213 133 401 402 12 12 402 391 129 1182 1211 12 16 403 402 403 1213 1213 15 12 4 0
split_gain=3.82407e-11 1.16631e-10 5.24852e-11 4.14824e-11 5.72084e-11 2.03789e-10 1.14229e-10 1.00919e-10 2.71633e-10 6.7358e-11 1.38373e-10 5.94219e-11 4.71949e-10 3.43599e-10 1.38658e-10 2.32825e-10 1.17492e-10 6.64845e-11 6.74481e-11 1.91208e-10 4.06403e-10 7.74027e-11 1.36414e-10 1.30139e-10 6.32143e-11 1.47129e-10 8.60022e-11 6.15023e-11 1.66754e-10 8.40723e-11
threshold=-0.24620999999999996 -0.22699999999999995 0.15432000000000004 -0.52517999999999987 -0.09386499999999999 -0.088629999999999987 -0.070754999999999985 -0.009474999999999999 -0.063509999999999997 -0.093189999999999981 0.092045000000000016 0.11174500000000002 0.090020000000000017 0.094435000000000005 0.10708500000000001 -0.088134999999999977 -0.075474999999999987 0.084455000000000016 0.09993500000000001 0.091475000000000015 -0.069894999999999985 0.08332500000000001 0.094750000000000015 0.035175000000000005 -0.087529999999999983 -0.085284999999999986 0.085465000000000013 0.092855000000000007 -0.07168999999999999 -0.14454499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 9 -6 -7 8 -8 10 -5 14 -13 -14 15 -9 -17 18 21 -20 -21 22 23 24 26 -26 -18 28 -23 -30
right_child=1 2 -4 4 5 6 7 11 -10 -11 -12 12 13 -15 -16 16 17 -19 19 20 -22 27 -24 -25 25 -27 -28 -29 29 -31
leaf_value=1.3782890658120551e-07 -2.3032216657528891e-07 1.3965277462700345e-07 1.480503155922482e-07 7.3861666681874674e-10 2.7456835469921417e-07 -1.8365471383674505e-07 4.2023756932962904e-07 -3.4125432193832242e-07 -9.4704592578680259e-08 -3.4716127256868079e-09 -3.6269407690525671e-07 -4.0213703967091191e-07 4.2235565615555971e-07 -1.5034063975153088e-07 2.4010398463521673e-07 2.2146980060237336e-07 -6.1706918883272827e-09 -1.7389940296652642e-07 -1.14772742989544e-07 4.2102444587388884e-07 -1.3384615946485858e-07 2.855858072134002e-07 -2.541231806803394e-07 -2.4073495336304645e-07 -2.5572821510630333e-07 -1.5678352587924123e-09 2.6365537028114194e-07 -5.917579701174094e-08 1.8449255140326603e-07 -5.5402195216676853e-08
leaf_weight=20 22 21 24 22 27 34 20 20 21 54 20 29 20 22 24 24 27 22 30 33 22 35 22 23 23 2342 21 28 21 48
leaf_count=20 22 21 24 22 27 34 20 20 21 54 20 29 20 22 24 24 27 22 30 33 22 35 22 23 23 2342 21 28 21 48
internal_value=0 -8.9266e-10 7.46654e-10 -4.10559e-10 -1.38002e-09 1.10216e-09 -1.43429e-09 7.19168e-10 1.56487e-07 -7.73448e-08 -1.72325e-07 -1.53276e-09 -9.18642e-08 1.22372e-07 7.8678e-10 -1.30866e-09 1.19002e-09 -7.70203e-10 6.53663e-10 8.8306e-08 1.99076e-07 -2.22296e-09 -6.22908e-09 -3.9903e-09 -1.73372e-09 -4.03959e-09 1.11878e-07 7.23759e-08 1.07794e-07 1.76092e-08
internal_weight=0 3101 3079 3055 3034 2938 2911 2877 41 96 42 2836 71 42 2765 2741 2721 2697 2675 85 55 2590 2458 2436 2413 2365 48 132 104 69
internal_count=3121 3101 3079 3055 3034 2938 2911 2877 41 96 42 2836 71 42 2765 2741 2721 2697 2675 85 55 2590 2458 2436 2413 2365 48 132 104 69
is_linear=0
shrinkage=0.1


Tree=9754
num_leaves=31
num_cat=0
split_feature=130 40 448 0 154 157 1419 2 2 1420 16 1374 151 13 13 160 1447 160 48 16 13 16 457 133 1456 43 484 160 34 42
split_gain=4.63958e-11 7.74028e-11 3.73672e-11 7.32e-11 4.29126e-11 7.58909e-11 8.08577e-11 1.59624e-10 3.49437e-10 8.96507e-11 5.55258e-11 3.52078e-10 3.61934e-10 1.66958e-10 3.82593e-10 7.16126e-10 2.91791e-10 2.90359e-10 3.0056e-10 1.9059e-10 2.34014e-10 1.52533e-10 1.54122e-10 1.27535e-10 5.02261e-10 3.21763e-10 4.67987e-10 1.97455e-10 1.63848e-10 1.83627e-10
threshold=-0.23123999999999997 -0.24134999999999998 0.068920000000000023 -0.26609999999999995 0.085530000000000009 0.63604500000000008 0.086505000000000012 0.10327000000000001 0.087505000000000013 -0.085599999999999996 -0.0094449999999999968 0.087855000000000016 -0.37203999999999993 -0.090639999999999984 -0.085744999999999988 1.0000000180025095e-35 -0.084549999999999986 -0.0071899999999999993 0.081805000000000017 -0.0087049999999999992 -0.084154999999999994 -0.0068949999999999992 -0.084274999999999989 0.089595000000000022 -0.084149999999999989 -0.095049999999999982 0.073690000000000019 0.066685000000000008 -0.057544999999999992 0.094365000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 9 8 -8 -5 -11 12 -12 17 15 -15 -16 -14 -19 -18 -21 -22 -23 24 -24 -25 27 -27 -26 -30
right_child=1 2 -4 4 -6 -7 7 -9 -10 10 11 -13 13 14 16 -17 19 18 -20 20 21 22 23 25 28 26 -28 -29 29 -31
leaf_value=1.4150176145014248e-07 -1.8381929603196035e-07 1.8295613880458073e-07 -1.3592858039146449e-07 -2.1359239326557148e-07 1.4234142286438459e-07 -1.952535833993352e-07 2.5832682332015291e-07 2.9186781743208358e-07 -2.415895198345393e-07 8.8506088933861041e-09 4.0918525542110732e-07 -4.3568140839056469e-07 -6.2627362220442891e-08 -7.4898822734190793e-07 3.5126689884431733e-07 -1.7851989561087386e-08 -3.1663341130442034e-07 5.2035361991897847e-07 2.5381346802078042e-10 2.7104155588243951e-07 -2.2945639517817856e-07 2.4844097704804621e-07 4.5435419375063129e-07 -3.8826864714458512e-07 2.1552057300292896e-07 -5.1323317956206376e-08 4.1054578204580143e-07 -3.9978181153088605e-07 -6.7680750224088749e-08 9.6658417319358931e-08
leaf_weight=23 23 22 20 20 21 20 27 28 29 1901 20 20 49 21 21 37 22 25 20 27 36 21 23 32 27 87 20 20 376 83
leaf_count=23 23 22 20 20 21 20 27 28 29 1901 20 20 49 21 21 37 22 25 20 27 36 21 23 32 27 87 20 20 376 83
internal_value=0 -1.05295e-09 3.14078e-10 1.20601e-09 -1.12322e-10 -1.10553e-09 1.92255e-10 9.6917e-08 -5.58426e-10 -2.60172e-09 -1.14056e-09 -2.0384e-08 -1.17946e-08 -2.06854e-08 -3.46239e-08 -2.82574e-07 -1.65345e-08 1.058e-07 2.89198e-07 -2.65136e-08 -1.80261e-08 -2.87913e-08 -1.83067e-08 -2.66925e-08 -2.27134e-09 -1.04871e-07 -3.34634e-08 -1.16456e-07 -2.38812e-08 -3.79636e-08
internal_weight=0 3098 3075 3055 3033 3012 2992 84 56 2908 2888 987 967 947 853 58 795 94 45 774 752 725 689 668 509 159 127 107 486 459
internal_count=3121 3098 3075 3055 3033 3012 2992 84 56 2908 2888 987 967 947 853 58 795 94 45 774 752 725 689 668 509 159 127 107 486 459
is_linear=0
shrinkage=0.1


Tree=9755
num_leaves=31
num_cat=0
split_feature=484 50 51 157 16 472 1184 1429 156 156 1429 1429 155 15 160 2 1429 157 51 157 156 157 475 43 1375 2 151 151 151 13
split_gain=3.80747e-11 4.72555e-11 5.94246e-11 4.73349e-11 7.65344e-11 1.43049e-10 5.60399e-11 5.39066e-11 5.73884e-11 2.1097e-10 1.80898e-10 2.92053e-10 1.43613e-10 1.24269e-10 1.43592e-10 1.15817e-10 1.14172e-10 1.01946e-10 9.13712e-11 7.57212e-11 9.42854e-11 4.17525e-10 2.82751e-10 3.30664e-10 1.45493e-10 4.64482e-10 1.44844e-10 1.02802e-10 2.34727e-10 1.27862e-10
threshold=-0.52850499999999989 -0.47425499999999993 -0.46007999999999993 0.63397500000000007 0.63636000000000015 -0.15279499999999999 0.089075000000000015 0.11635000000000001 0.09747500000000002 0.092385000000000009 -0.012159999999999999 -0.081904999999999992 0.091145000000000018 -0.083359999999999976 -0.054789999999999998 0.087245000000000003 -0.072014999999999982 0.12866000000000002 -0.14097999999999997 0.084490000000000023 0.087515000000000009 -0.086284999999999987 -0.08230999999999998 -0.084569999999999992 -0.15308499999999997 0.087675000000000017 -0.53100499999999984 -0.10737499999999998 -0.15130499999999997 -0.026374999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 9 10 11 15 19 14 -10 -7 -15 18 -18 20 24 -22 23 -23 25 -12 -26 28 29 -28
right_child=1 2 3 -5 -6 6 -8 -9 13 -11 12 -13 -14 16 -16 -17 17 -19 -20 -21 21 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-1.3753494854995551e-07 1.5410180850494729e-07 -1.3786420792928679e-07 2.559048751167707e-07 1.442074158791476e-07 -1.536269052415662e-07 -1.587372768341311e-07 1.521572315255071e-07 -1.3035549457640629e-07 6.3529696590665756e-08 -2.6265648979655192e-07 5.2078509435475665e-07 4.7195066553653996e-07 -2.7116300543639227e-07 -2.0587324689072177e-07 3.9036083162358185e-07 1.8158193427098012e-07 -3.0631575024623699e-09 -1.406930171434678e-07 2.5050783447282074e-07 1.2642616927867797e-07 -4.4230801891514531e-07 -9.5253758054525413e-08 -2.6087121877286076e-07 4.7978000125681322e-07 -2.5955901515379249e-07 -1.2319943571981186e-07 -1.3579072652837273e-07 -5.4916270436483463e-09 3.713489576284701e-07 1.837907973367692e-07
leaf_weight=20 20 31 22 23 32 20 24 32 41 31 21 21 20 23 20 20 30 21 27 45 26 20 21 20 22 24 31 2368 24 21
leaf_count=20 20 31 22 23 32 20 24 32 41 31 21 21 20 23 20 20 30 21 27 45 26 20 21 20 22 24 31 2368 24 21
internal_value=0 8.85107e-10 -1.09484e-10 1.29065e-09 2.04724e-10 1.84833e-09 -3.16672e-11 -1.27023e-09 1.45854e-10 -3.25541e-09 -3.03343e-10 1.69965e-07 -4.20359e-09 5.79884e-08 1.70687e-07 1.14223e-08 -1.00774e-08 4.76572e-08 1.17049e-07 -2.18347e-09 -4.41112e-09 -1.06756e-07 3.62661e-08 1.92263e-07 -8.65114e-10 1.77327e-07 -4.11679e-09 -1.81739e-09 1.12664e-07 -6.72896e-09
internal_weight=0 3101 3081 3050 3027 2995 2973 2949 2917 2755 2724 61 2663 162 61 40 101 78 57 2643 2598 87 61 40 2511 45 2466 2444 76 52
internal_count=3121 3101 3081 3050 3027 2995 2973 2949 2917 2755 2724 61 2663 162 61 40 101 78 57 2643 2598 87 61 40 2511 45 2466 2444 76 52
is_linear=0
shrinkage=0.1


Tree=9756
num_leaves=31
num_cat=0
split_feature=448 1348 447 1 34 33 47 47 9 10 1453 131 0 47 47 456 47 47 4 2 3 97 374 39 132 1 1185 15 0 0
split_gain=3.75749e-11 7.73177e-11 4.18025e-11 6.83434e-11 4.46968e-11 8.96085e-11 5.36874e-11 4.31847e-10 3.89703e-10 5.6458e-10 8.74161e-11 1.45684e-10 7.40441e-11 7.00578e-11 6.84729e-11 6.29209e-11 1.31509e-10 1.78232e-10 1.1523e-10 6.01919e-11 6.62216e-11 4.91634e-11 1.20807e-10 5.7828e-11 7.43641e-11 1.48947e-09 7.02575e-10 1.9623e-10 6.06615e-11 3.04424e-10
threshold=0.068920000000000023 0.091105000000000005 0.088380000000000014 0.10887500000000001 -0.14308499999999999 -0.009184999999999997 0.094160000000000008 0.096475000000000019 0.087755000000000014 0.09820000000000001 -1.0000000180025095e-35 0.096070000000000016 -0.026509999999999995 0.091340000000000018 0.089640000000000011 0.086265000000000022 0.107145 0.11518500000000002 0.060330000000000002 0.11747 -0.065819999999999976 -0.085969999999999977 0.08987500000000001 -0.020804999999999994 -0.083284999999999984 0.089475000000000013 -0.083264999999999992 0.091475000000000015 -0.086934999999999985 -0.087414999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 8 -8 13 -10 -9 12 15 14 21 16 18 -18 -12 20 -19 -7 23 -23 25 27 -26 -25 29 -28
right_child=-2 -3 3 -5 5 6 7 10 9 -11 11 -13 -14 -15 -16 -17 17 19 -20 -21 -22 22 -24 24 26 -27 28 -29 -30 -31
leaf_value=1.4991112330164923e-07 -1.3662403681280468e-07 1.6064451870079212e-07 -1.6862475481123815e-07 6.193099864049146e-08 -1.9253281848818916e-07 -1.4058333913287887e-07 4.7876517054338111e-07 2.1055657185797828e-07 -6.9027357124440419e-07 3.6197222023613155e-08 8.0756987418841598e-08 -1.9033716081689574e-07 -1.4266567832284712e-07 1.8825375942554958e-07 -1.7529681883843296e-07 -8.5837563013058118e-08 -1.7104127439294742e-07 5.1200790677925892e-08 3.7868732187278167e-07 -1.5259523614666841e-09 2.9946449431116936e-07 -1.3058632502072739e-07 2.0978527791117231e-07 -9.0489347487989093e-10 -5.9224087806342146e-07 7.975749612162039e-07 -5.2396305296859312e-09 -3.1231124329641111e-07 1.4897551138943185e-08 -2.9170597841972524e-07
leaf_weight=20 20 30 36 20 24 24 21 20 20 23 34 37 24 20 22 32 38 22 21 37 21 33 28 129 20 24 760 24 1498 39
leaf_count=20 20 30 36 20 24 24 21 20 20 23 34 37 24 20 22 32 38 22 21 37 21 33 28 129 20 24 760 24 1498 39
internal_value=0 8.84576e-10 -6.76088e-10 -8.62834e-08 9.13965e-10 -8.10077e-11 1.47364e-09 4.10725e-08 -3.08975e-09 -3.01696e-07 8.93424e-09 -6.22533e-09 2.3522e-08 1.80917e-09 3.75536e-10 4.29781e-08 6.68053e-08 7.28087e-09 1.94512e-07 9.19839e-08 1.72446e-07 1.8741e-09 3.21225e-09 9.23352e-10 2.66346e-09 6.5139e-08 -2.10917e-09 -4.97529e-08 3.02912e-09 -1.92223e-08
internal_weight=0 3101 3071 56 3015 2995 2971 307 2664 43 286 266 229 2621 2601 205 173 118 55 80 43 2579 2555 2527 2494 177 2317 153 2297 799
internal_count=3121 3101 3071 56 3015 2995 2971 307 2664 43 286 266 229 2621 2601 205 173 118 55 80 43 2579 2555 2527 2494 177 2317 153 2297 799
is_linear=0
shrinkage=0.1


Tree=9757
num_leaves=31
num_cat=0
split_feature=47 2 47 376 44 483 160 484 42 0 43 9 3 52 1366 124 12 40 376 39 376 33 10 2 15 3 484 475 1372 1375
split_gain=4.25936e-11 4.39347e-10 1.5647e-10 6.24976e-11 8.89957e-11 2.7962e-10 6.83121e-11 7.76544e-11 7.13156e-11 9.01448e-11 7.00063e-11 5.89678e-11 1.13263e-10 5.89059e-11 5.04542e-11 5.06691e-11 6.18271e-11 8.5398e-11 5.65313e-11 9.93679e-11 8.67816e-11 9.12955e-11 2.07645e-10 3.3063e-10 3.25226e-10 5.67361e-11 6.4193e-11 5.30457e-10 2.44755e-10 2.30587e-10
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.049360000000000008 0.099360000000000018 -0.070279999999999981 -0.079874999999999988 -0.017214999999999998 0.089625000000000024 -0.080119999999999983 -0.089499999999999982 0.089995000000000006 -0.014944999999999998 -0.0027449999999999996 -0.082814999999999986 0.10281000000000001 0.22926500000000002 -0.09083999999999999 0.085245000000000015 0.093755000000000019 0.084025000000000016 0.085305000000000006 -0.0093599999999999985 -0.045829999999999989 -0.081924999999999984 0.40411000000000002 0.086135000000000017 -0.085734999999999992 -0.065504999999999994 -0.043984999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 4 5 -3 13 -8 10 -10 -9 14 -13 -7 -1 16 17 -16 20 -20 21 22 24 -24 -19 26 28 -28 -25 -29
right_child=1 3 -4 -5 -6 6 7 8 9 -11 -12 12 -14 -15 15 -17 -18 18 19 -21 -22 -23 23 25 -26 -27 27 29 -30 -31
leaf_value=1.4731116034058886e-07 -4.8812926365826572e-07 3.591461000951313e-07 2.6970433757030193e-07 1.6177169978196358e-07 -2.0568020268594567e-07 -2.3507014129170951e-08 -2.2216942647901309e-07 -2.1688739665190076e-07 1.9496559760822352e-07 -5.5716185221044157e-08 -3.4573635499622042e-08 2.2282507936297133e-07 -6.2683706758548404e-08 1.7775501030078328e-07 -1.9194827493388782e-07 1.3238406160504774e-07 1.7231217100288632e-07 -5.8197603688573251e-08 -1.9503620654458515e-07 6.0357873472582928e-08 1.5857726984085517e-07 -1.9636675823164752e-07 -3.7351483885098937e-07 -3.4721526465849218e-07 4.9834455123367489e-07 1.4363360513150972e-07 5.1504713719003294e-07 -3.2411697659995297e-07 -4.151937232448888e-09 3.3036610564926515e-08
leaf_weight=23 20 20 22 21 23 33 25 28 26 32 85 33 24 26 24 28 20 21 39 25 34 24 24 21 21 27 22 20 2142 188
leaf_count=23 20 20 22 21 23 33 25 28 26 32 85 33 24 26 24 28 20 21 39 25 34 24 24 21 21 27 22 20 2142 188
internal_value=0 -3.34716e-08 4.07244e-09 -4.96637e-09 -1.67164e-08 -9.12121e-10 -2.9152e-08 -5.75493e-08 -3.3482e-08 5.66584e-08 -7.97487e-08 1.95508e-09 1.02611e-07 6.51847e-08 -1.67517e-10 -1.43319e-09 -2.84604e-09 -4.17703e-09 -2.44908e-09 -9.52729e-08 -1.13887e-10 -2.26349e-09 -3.89603e-10 -4.17825e-09 2.20073e-07 -5.15406e-10 -2.14183e-09 4.80851e-08 -7.48265e-09 -1.30508e-09
internal_weight=0 339 2782 319 298 275 255 196 171 58 113 2760 57 59 2703 2680 2652 2632 2608 64 2544 2510 2486 2444 42 2420 2393 230 2163 208
internal_count=3121 339 2782 319 298 275 255 196 171 58 113 2760 57 59 2703 2680 2652 2632 2608 64 2544 2510 2486 2444 42 2420 2393 230 2163 208
is_linear=0
shrinkage=0.1


Tree=9758
num_leaves=31
num_cat=0
split_feature=132 1185 1203 4 0 1204 0 52 1203 0 1213 402 52 133 403 13 1213 1211 1212 402 133 43 133 133 1209 52 403 1210 130 1210
split_gain=4.3266e-11 2.26846e-10 9.72476e-11 4.16194e-11 7.99659e-11 5.87973e-11 9.02567e-11 6.82938e-11 5.09039e-11 4.95229e-11 3.71327e-11 1.90723e-10 9.72732e-11 1.3408e-10 1.22412e-10 1.36949e-10 8.70092e-11 5.22576e-11 7.3585e-11 6.20013e-11 7.07657e-11 4.28445e-11 1.10754e-10 8.94485e-11 1.16848e-10 8.61152e-11 7.62016e-11 3.84643e-10 2.8394e-10 2.85724e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10924000000000002 -0.09515499999999999 -0.082884999999999986 -0.073309999999999986 0.089575000000000016 0.084545000000000009 -0.082724999999999979 0.060985000000000004 0.11086000000000001 0.10611000000000001 0.2590050000000001 -0.014954999999999998 -0.023499999999999997 0.031805000000000007 0.11671000000000002 0.10761500000000002 -0.45015499999999992 0.50628500000000021 -0.50775499999999985 0.41171500000000005 0.40431 -0.093169999999999989 0.048770000000000008 -0.0047449999999999992 -0.064799999999999983 0.08610000000000001 -0.066709999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 8 7 9 -6 -7 16 12 13 14 15 -12 17 18 19 -3 21 25 23 24 -23 -21 28 -28 29 -26
right_child=1 10 -4 -5 5 6 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=1.5847412834512366e-07 3.3072702587148907e-07 -1.4636504115985409e-07 -2.1676766875446319e-07 -1.3514610965027231e-07 -2.4644773427932404e-08 -1.8331328419662898e-07 7.6085557633699935e-08 -2.9514939598129791e-07 1.8131615348693233e-07 2.908738967176839e-08 -2.2428719501890429e-07 2.7964700583699347e-07 -1.8020861637069175e-07 2.1722352827172501e-07 1.7422378334686075e-07 3.7388872774120805e-08 -1.878527302494604e-07 -1.5754633180687875e-07 1.5655126598327721e-07 -1.2760843572466818e-08 1.4617140028473265e-07 -2.3185750208654099e-07 -1.7497984253617001e-07 2.0483262449575012e-07 2.8009296182637144e-07 2.2919623988334102e-07 -3.6840554294560114e-07 -1.715171064540555e-09 -2.3030371381072002e-07 2.5216653404208707e-08
leaf_weight=27 21 29 28 26 30 21 27 20 20 23 36 29 25 31 25 45 25 21 30 38 33 22 37 21 58 24 29 2106 32 182
leaf_count=27 21 29 28 26 30 21 27 20 20 23 36 29 25 31 25 45 25 21 30 38 33 22 37 21 58 24 29 2106 32 182
internal_value=0 3.25273e-09 -4.2553e-08 -1.74086e-08 8.12705e-10 -2.93778e-08 -7.72445e-08 -1.41931e-07 5.77396e-08 -7.22857e-08 8.6324e-10 4.34672e-08 1.18808e-09 3.42897e-08 -1.92099e-08 -7.89116e-08 -2.16518e-09 -4.21303e-10 8.28082e-10 -9.61154e-10 6.71965e-10 -1.21171e-09 -3.25872e-09 -6.65382e-10 -2.44202e-09 8.09e-08 -3.45163e-10 -6.69598e-09 4.95041e-08 8.68118e-08
internal_weight=0 2899 222 194 168 141 91 64 50 44 2878 191 162 137 106 81 2687 2662 2641 2611 2582 2549 2487 2450 2429 62 2407 2135 272 240
internal_count=3121 2899 222 194 168 141 91 64 50 44 2878 191 162 137 106 81 2687 2662 2641 2611 2582 2549 2487 2450 2429 62 2407 2135 272 240
is_linear=0
shrinkage=0.1


Tree=9759
num_leaves=31
num_cat=0
split_feature=16 52 1184 16 16 3 16 16 12 1 1 52 1 47 1 15 3 43 15 4 480 481 481 1447 52 2 13 0 0 42
split_gain=3.90473e-11 1.78048e-10 9.41522e-11 9.21597e-11 3.42127e-10 1.77249e-10 5.41142e-10 4.21178e-10 2.67175e-09 3.23179e-10 1.38642e-09 1.16452e-09 1.09951e-09 7.29418e-10 1.07952e-09 3.66928e-10 2.83833e-10 3.17067e-10 2.65115e-10 2.45074e-10 3.57864e-10 7.05419e-10 3.37889e-10 4.38405e-10 2.51415e-10 3.88985e-10 4.92288e-10 1.90699e-10 6.40826e-10 1.18248e-09
threshold=0.0065250000000000004 -0.21968999999999997 0.089075000000000015 -0.088704999999999992 -0.088159999999999988 0.097915000000000016 -0.073404999999999984 -0.087484999999999993 0.088245000000000004 0.092845000000000025 0.09202500000000001 0.4099850000000001 0.091450000000000017 0.092165000000000011 0.094385000000000011 0.11728000000000001 -0.0087149999999999988 0.05259500000000001 -0.015744999999999999 -0.0047449999999999992 0.086995000000000017 -0.086219999999999977 -0.086219999999999977 -0.085684999999999997 -0.010739999999999998 0.091895000000000018 -0.084774999999999989 -0.085544999999999982 -0.087084999999999982 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 7 -7 8 -6 10 12 13 15 14 -11 19 17 18 -16 20 22 -22 -9 -24 -21 26 -26 28 -25 -30
right_child=-2 2 -4 4 5 6 -8 9 -10 11 -12 -13 -14 -15 16 -17 -18 -19 -20 24 21 -23 23 27 25 -27 -28 -29 29 -31
leaf_value=2.963828170062958e-07 -1.9194629126033558e-08 -2.3045943269989987e-08 2.199121252033365e-07 3.846751221487921e-07 -1.0454910892576663e-06 4.7625805083747945e-07 -9.3723746492142055e-08 3.95326564666507e-07 5.1460316609022591e-07 6.360227946484227e-07 7.8772599252374678e-07 -7.5518300436764709e-07 -6.6477831289237501e-07 -5.5485860483176195e-07 -9.8332788291051727e-09 3.7319624524453472e-07 -3.9447904078943321e-07 -3.2613533945728393e-07 3.8291958126063474e-07 -2.3213201564910741e-09 -6.633270219402261e-07 1.0405260604784417e-07 -4.2361932869376374e-07 -1.0131140327746659e-08 1.3754447560169563e-07 3.4861522509159344e-08 7.9243951089128215e-07 -9.1286393238055312e-09 -6.3805546403727934e-08 9.1888866577960475e-07
leaf_weight=21 791 895 20 25 23 31 36 23 21 27 24 24 23 22 68 31 21 23 23 73 23 25 23 123 24 44 22 543 25 24
leaf_count=21 791 895 20 25 23 31 36 23 21 27 24 24 23 22 68 31 21 23 23 73 23 25 23 123 24 44 22 543 25 24
internal_value=0 6.51977e-09 3.88351e-09 1.99597e-09 1.80738e-08 1.13791e-08 1.69999e-07 3.21665e-09 -3.00901e-07 1.38535e-08 3.64124e-08 -1.00026e-07 1.88379e-08 -1.45704e-08 5.8802e-08 3.4514e-08 -5.66421e-08 5.59101e-09 8.94339e-08 2.37124e-08 1.17338e-09 -2.6365e-07 1.78771e-08 6.11377e-09 1.35578e-07 2.47429e-07 4.50755e-07 1.99374e-08 1.11698e-07 4.17514e-07
internal_weight=0 2330 2309 2289 1394 1369 67 1302 44 1258 1050 208 1026 184 162 1003 135 114 91 972 809 48 761 738 163 90 46 715 172 49
internal_count=3121 2330 2309 2289 1394 1369 67 1302 44 1258 1050 208 1026 184 162 1003 135 114 91 972 809 48 761 738 163 90 46 715 172 49
is_linear=0
shrinkage=0.1


Tree=9760
num_leaves=31
num_cat=0
split_feature=1429 156 132 1211 1185 1203 393 132 13 399 3 1417 474 15 4 1429 16 124 3 3 3 2 2 1456 12 43 52 376 159 133
split_gain=4.33717e-11 1.25279e-10 4.10272e-11 1.11828e-09 6.26223e-10 8.69391e-11 5.93778e-11 5.27963e-11 1.02894e-10 7.12262e-11 1.34736e-10 4.10315e-11 7.90357e-11 1.8293e-10 1.57766e-10 1.03838e-10 5.23943e-11 1.39389e-10 2.25409e-10 2.84188e-10 5.78767e-10 2.04688e-10 6.23321e-10 4.83011e-10 2.35124e-10 1.98959e-10 2.76639e-10 1.39716e-10 1.13216e-10 1.80491e-10
threshold=-0.23752499999999996 0.32523500000000005 -0.083284999999999984 0.085535000000000014 -0.083264999999999992 0.089165000000000008 0.10389500000000002 -0.41127499999999995 0.056795000000000005 0.11011000000000001 -0.084964999999999985 -0.061959999999999994 -0.084054999999999977 -1.0000000180025095e-35 -0.015039999999999998 -0.094049999999999981 0.064860000000000015 -1.0000000180025095e-35 -0.072894999999999988 0.084940000000000015 -0.053259999999999995 0.11448000000000001 0.10912000000000001 -0.080549999999999983 0.096990000000000007 -0.078139999999999973 -0.088204999999999992 0.083705000000000016 0.04105000000000001 0.087575000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 8 -2 10 -9 -6 13 14 -13 -14 -17 27 21 20 -20 22 23 -19 -23 28 -27 -18 29 -25
right_child=1 -3 4 -5 11 -7 -8 9 -10 -11 -12 12 15 -15 -16 16 17 18 19 -21 -22 24 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-1.3990296565680183e-07 -1.1060389104906272e-07 2.5047235112651834e-07 -5.352649569477887e-07 7.5376851683017786e-07 -1.2472690034297347e-07 -2.2865487110834696e-07 1.5358102814388985e-07 -4.1897542119456304e-09 1.8221804991875553e-07 1.0191682278559711e-07 -2.5585909740518294e-07 -1.9314723823032659e-07 -2.2820643291510123e-07 3.3744858100085961e-07 1.7724204483996525e-07 6.8318283818232266e-09 3.3554250720158054e-07 -3.785142457246593e-07 -9.9702166184421183e-08 -2.4514857771340692e-08 -7.5329629638076774e-07 -4.4485181419418048e-07 5.7741992009141541e-07 1.4358336021277945e-07 -7.7722912772415501e-09 4.6291221032052344e-08 4.8402530823791911e-07 -3.3767027929343386e-08 -2.1048513497134991e-07 -1.2961841689286216e-07
leaf_weight=22 21 20 22 20 26 20 20 52 28 20 36 23 20 23 23 2253 20 30 42 79 20 20 20 57 32 42 22 21 25 42
leaf_count=22 21 20 22 20 26 20 20 52 28 20 36 23 20 23 23 2253 20 30 42 79 20 20 20 57 32 42 22 21 25 42
internal_value=0 1.00254e-09 -6.17921e-10 4.13035e-08 -3.79645e-09 -3.1028e-08 -8.69725e-09 -2.93696e-08 5.67229e-08 -6.84302e-08 -1.07145e-07 3.2056e-10 1.47594e-09 1.07181e-07 -7.9526e-09 -1.18113e-09 4.85108e-10 -2.98097e-08 -4.65706e-08 -1.50284e-07 -3.10539e-07 3.85572e-09 4.31257e-08 -5.89215e-09 -1.7588e-07 5.35688e-08 1.96762e-07 1.46384e-07 -2.03375e-08 2.76796e-08
internal_weight=0 3099 3079 217 2862 197 177 157 49 108 88 2840 2814 69 46 2745 2725 472 431 141 62 290 238 218 52 188 64 41 124 99
internal_count=3121 3099 3079 217 2862 197 177 157 49 108 88 2840 2814 69 46 2745 2725 472 431 141 62 290 238 218 52 188 64 41 124 99
is_linear=0
shrinkage=0.1


Tree=9761
num_leaves=31
num_cat=0
split_feature=484 1451 130 43 3 43 52 15 402 130 1204 400 130 43 1209 2 1209 1212 1210 1213 1212 1213 1186 129 1184 393 16 133 13 15
split_gain=3.8721e-11 4.27969e-11 4.89903e-11 1.87882e-10 3.11309e-10 2.81955e-10 1.49035e-10 1.43872e-10 1.02584e-10 2.42238e-10 8.58291e-11 7.62142e-11 1.95813e-10 2.94104e-10 7.41842e-11 2.26712e-10 1.03157e-10 7.59257e-11 5.3248e-10 5.21791e-10 1.32757e-10 8.86142e-11 9.71304e-11 8.71505e-11 1.70434e-10 9.11292e-11 7.20085e-11 9.40305e-11 6.96851e-11 2.2845e-10
threshold=-0.52850499999999989 0.095645000000000022 0.085235000000000019 -0.095589999999999994 -0.092174999999999993 -0.14169499999999999 -0.029369999999999997 0.084195000000000006 -0.092414999999999983 0.087380000000000013 -0.098194999999999991 -0.090569999999999998 0.0053350000000000003 -0.013024999999999998 -0.087199999999999986 0.084715000000000013 -0.065739999999999979 -0.089544999999999986 -0.21410999999999997 -0.085714999999999986 -0.063924999999999996 -0.41776999999999992 -0.010834999999999999 -0.077709999999999987 0.089075000000000015 0.088255000000000014 -0.082039999999999988 -0.089569999999999983 0.24813000000000004 -0.56020999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 5 -5 6 -4 -8 -6 -10 -2 -12 14 -14 15 -13 -16 19 -19 -18 -20 -22 26 -24 25 28 27 -23 29 -25
right_child=1 -3 3 4 8 -7 7 -9 9 -11 11 12 13 -15 16 -17 17 18 20 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.386896775557034e-07 -2.1092031296632285e-07 1.4317277772658515e-07 -1.6865940501986643e-07 -2.8620055173197066e-07 -1.428605612220833e-07 3.8730465140209466e-07 2.8313853676344293e-07 -4.0815888542493458e-08 3.7306480464849302e-07 1.6627017932487877e-08 1.4577897397985267e-07 -7.4312707344968376e-08 -4.6044094678845602e-07 6.389068072820692e-08 -1.7937172846028593e-07 3.6745108746215139e-07 -4.0266499183871935e-08 -4.7357629314367006e-07 2.2027287440306721e-07 5.1358362314472705e-07 -2.0248543406027737e-07 2.3316513902283898e-07 -1.6641202857196431e-07 2.738100879658608e-07 2.6810667606014251e-07 -1.5702796317257779e-07 2.6019186967524938e-07 -1.379345986089024e-08 -1.2460190345789017e-07 -4.0876199797916306e-09
leaf_weight=20 20 21 24 36 28 33 29 26 22 143 34 26 23 20 33 21 75 24 27 22 22 21 33 30 23 39 21 58 46 2121
leaf_count=20 20 21 24 36 28 33 29 26 22 143 34 26 23 20 33 21 75 24 27 22 22 21 33 30 23 39 21 58 46 2121
internal_value=0 9.0035e-10 -6.96893e-11 3.56739e-08 -1.62368e-08 1.41813e-07 3.92656e-08 1.29996e-07 3.41191e-08 6.41521e-08 -4.5197e-09 -3.00149e-09 -4.88549e-09 -2.16566e-07 -1.44027e-09 1.23071e-07 -3.69539e-09 -1.43258e-09 -4.84752e-09 8.5349e-08 -2.38958e-10 -2.70533e-09 -8.67886e-10 -5.07699e-09 -2.72017e-09 -5.50596e-09 9.56048e-08 5.18538e-08 -2.81622e-09 -2.1178e-10
internal_weight=0 3101 3080 341 229 112 79 55 193 165 2739 2719 2685 43 2642 47 2595 2562 2465 97 2441 2414 2392 2292 2259 2236 100 79 2197 2151
internal_count=3121 3101 3080 341 229 112 79 55 193 165 2739 2719 2685 43 2642 47 2595 2562 2465 97 2441 2414 2392 2292 2259 2236 100 79 2197 2151
is_linear=0
shrinkage=0.1


Tree=9762
num_leaves=31
num_cat=0
split_feature=40 130 40 15 34 34 97 33 123 40 40 15 44 158 16 2 2 159 12 12 3 159 3 3 52 2 474 133 133 3
split_gain=3.58118e-11 1.13205e-10 5.67043e-11 5.20716e-11 3.91598e-11 3.86266e-11 1.99565e-10 1.29211e-10 1.01769e-10 6.1855e-11 7.24078e-11 5.46728e-11 5.35867e-11 1.50032e-10 5.61434e-11 3.42969e-10 1.89787e-10 1.19766e-10 1.16119e-10 2.54353e-10 1.39054e-10 3.27539e-10 3.91876e-10 2.04446e-10 4.3372e-10 1.54929e-10 2.03002e-10 1.31731e-10 1.12164e-09 6.1396e-10
threshold=-0.24620999999999996 -0.22699999999999995 -0.099059999999999995 -0.090344999999999995 -0.112215 -0.057544999999999992 -0.071434999999999985 -1.0000000180025095e-35 0.085290000000000019 -0.083564999999999987 -0.082074999999999995 -0.56020999999999987 0.099360000000000018 -0.47356499999999996 -0.056919999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.45371999999999996 -0.010834999999999999 -0.054684999999999991 -0.012304999999999998 0.10545500000000001 0.086245000000000016 -0.063074999999999978 0.029970000000000007 0.10803500000000001 -0.025244999999999997 0.090445000000000011 0.091935000000000003 -0.06977499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 8 -7 -6 -9 -11 -12 13 -13 15 -15 -16 -18 19 -19 23 22 -22 27 -25 26 -24 29 -29 -20
right_child=1 2 4 -5 5 7 -8 9 -10 10 11 12 -14 14 16 -17 17 18 20 -21 21 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=1.3339071301743387e-07 -2.2688837346281204e-07 2.3314541579111391e-07 -1.229940757787937e-07 4.9533880996932568e-09 7.8284836746433944e-08 -2.5485933036861751e-07 3.2431065257944948e-07 -1.2828739439160818e-07 -2.0502488260782618e-07 1.9144823802719203e-07 -1.5652444102055475e-07 2.377627331034765e-07 -1.2902847820148436e-07 3.1917313568404402e-07 -3.1983130128310221e-07 6.6632900468259687e-09 -2.0359202369857689e-07 -2.5528535218030801e-08 -3.0428380751001774e-09 -4.0749090521268791e-07 4.5182713206415318e-07 -2.8841823450420635e-07 -2.9862995006624263e-07 8.1025954366189342e-08 -5.6240637206883544e-07 2.3166098911593905e-07 7.2518835964834649e-08 7.2899508435605886e-07 -1.1257634067962294e-08 -5.1720972618814658e-07
leaf_weight=20 22 20 26 20 32 20 22 37 21 20 22 27 31 36 20 1433 31 84 718 22 32 20 20 22 20 34 56 23 186 24
leaf_count=20 22 20 26 20 32 20 22 37 21 20 22 27 31 36 20 1433 31 84 718 22 32 20 20 22 20 34 56 23 186 24
internal_value=0 -8.53101e-10 7.61961e-10 1.19049e-07 -7.94965e-10 2.59525e-10 7.11257e-08 -1.54952e-09 -3.397e-08 1.86672e-10 1.83663e-09 5.11142e-10 1.72804e-09 3.17158e-09 8.93996e-10 1.43218e-08 -1.41406e-08 -9.40859e-09 -4.63485e-09 -1.04804e-07 4.55814e-09 9.04632e-08 1.43827e-07 -9.45658e-09 -2.2537e-07 5.42266e-08 -2.51519e-08 7.90493e-11 7.02056e-08 -1.96736e-08
internal_weight=0 3101 3079 40 3039 3013 75 2938 53 2918 2881 2861 2839 2808 2781 1469 1312 1292 1261 106 1155 162 142 993 42 110 76 951 209 742
internal_count=3121 3101 3079 40 3039 3013 75 2938 53 2918 2881 2861 2839 2808 2781 1469 1312 1292 1261 106 1155 162 142 993 42 110 76 951 209 742
is_linear=0
shrinkage=0.1


Tree=9763
num_leaves=31
num_cat=0
split_feature=130 40 147 142 11 120 33 147 48 47 47 47 1453 131 3 160 47 47 12 4 34 30 0 13 0 1210 133 13 51 482
split_gain=4.33579e-11 7.2055e-11 4.81415e-11 7.22986e-11 1.13109e-10 9.33002e-11 8.13554e-11 5.36944e-11 2.23553e-10 6.23255e-11 3.73984e-10 3.66918e-10 7.26977e-11 1.16835e-10 5.91683e-11 6.42496e-11 1.18708e-10 1.96795e-10 1.03959e-10 9.36728e-11 5.78316e-11 8.41313e-11 5.77812e-11 4.74398e-11 4.9807e-10 1.14997e-09 7.23296e-10 3.09838e-10 2.86602e-10 1.57687e-10
threshold=-0.23123999999999997 -0.24290999999999999 0.11204500000000002 -0.057499999999999989 -1.0000000180025095e-35 0.093680000000000013 -0.009184999999999997 0.092070000000000013 -0.075224999999999986 0.094160000000000008 0.090100000000000013 0.096475000000000019 -1.0000000180025095e-35 0.096070000000000016 -0.096099999999999977 -0.081399999999999986 0.10843500000000002 0.11596500000000001 0.084290000000000018 0.08184000000000001 -0.097449999999999981 0.09538000000000002 -0.087519999999999987 -0.089109999999999981 -0.083804999999999977 -0.076234999999999983 -0.040449999999999993 -0.088319999999999996 0.09364500000000002 0.076555000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 9 -9 10 20 -11 -13 14 22 -16 18 -18 -17 -19 -8 23 -14 24 25 -22 -26 -25 -28 -27
right_child=1 2 -4 4 5 -7 7 8 -10 11 -12 12 13 -15 15 16 17 19 -20 -21 21 -23 -24 27 26 29 28 -29 -30 -31
leaf_value=1.3679040509002691e-07 -1.9021365574189986e-07 1.9072932857966407e-07 -1.5443151561100878e-07 -2.0008407487028182e-07 -1.7924272191294223e-07 2.1710351091996927e-07 1.6895729046950694e-07 -7.5273292873918821e-08 3.5314343043475157e-07 4.4606943588189009e-07 -3.2498880465760118e-07 1.9723680864558448e-07 3.8451696988366689e-08 -1.6545081124961046e-07 -5.1878358932599247e-08 8.1389817841715778e-08 -2.0454935391204084e-07 2.2441579115398522e-07 3.7805093191829136e-07 -1.0423151376347629e-08 -8.0814571782909858e-07 -2.0604778949717684e-07 -1.9345147660746163e-07 2.8889254673159534e-07 6.0502416532573184e-07 -6.2972871288235623e-08 1.2011872350115027e-07 7.4421298643335523e-10 -3.2302372801495952e-07 2.1544402438228811e-07
leaf_weight=23 20 20 20 28 25 20 20 29 21 21 36 20 21 37 47 27 28 35 21 33 21 20 22 38 27 270 54 2075 20 22
leaf_count=23 20 20 20 28 25 20 20 29 21 21 36 20 21 37 47 27 28 35 21 33 21 20 22 38 27 270 54 2075 20 22
internal_value=0 -1.01828e-09 2.11063e-10 1.22246e-09 -2.5117e-11 1.8359e-09 3.95979e-10 1.91064e-09 1.04662e-07 1.48185e-10 -4.91419e-09 4.23833e-08 1.32513e-08 -3.26968e-10 2.57824e-08 4.96415e-08 8.27764e-08 1.85751e-08 2.11179e-07 1.1045e-07 -4.25411e-10 -1.75547e-09 -8.01964e-08 -1.38591e-10 -3.10927e-08 -9.33993e-08 1.61996e-07 5.92625e-09 3.50493e-10 -4.19963e-08
internal_weight=0 3098 3078 3058 3038 3010 2990 2965 50 2915 2603 312 291 271 234 191 144 96 48 68 2567 2547 43 2527 414 313 101 2113 74 292
internal_count=3121 3098 3078 3058 3038 3010 2990 2965 50 2915 2603 312 291 271 234 191 144 96 48 68 2567 2547 43 2527 414 313 101 2113 74 292
is_linear=0
shrinkage=0.1


Tree=9764
num_leaves=31
num_cat=0
split_feature=1429 155 16 12 155 155 475 475 157 157 157 157 1429 475 51 1429 13 13 51 51 475 1372 3 16 16 16 52 13 0 0
split_gain=3.72898e-11 1.0531e-10 5.21644e-11 2.16085e-10 1.27149e-10 6.12073e-11 5.72093e-11 5.58189e-11 7.44972e-11 5.48563e-11 1.01579e-10 4.847e-11 5.75935e-11 1.20194e-10 5.11141e-11 4.28048e-10 7.47491e-10 3.95074e-10 2.84555e-10 2.017e-10 1.75736e-10 2.41213e-10 8.79829e-11 1.38577e-10 6.25176e-11 1.1166e-10 4.16122e-10 9.64203e-11 1.21073e-10 9.8321e-11
threshold=-0.23752499999999996 0.14547000000000002 0.62682500000000008 0.090695000000000012 0.11854500000000001 0.11023000000000001 -0.10664 -0.091889999999999986 0.11933000000000001 0.099625000000000005 0.084490000000000023 0.00087500000000000013 -0.060529999999999994 -0.0048199999999999988 -0.085604999999999987 0.083725000000000008 -0.015039999999999998 -0.085669999999999982 -0.14283999999999999 -0.41109999999999997 -0.085734999999999992 -0.081219999999999987 -0.073309999999999986 0.5136400000000001 0.38525000000000004 0.15891500000000003 0.092650000000000024 -0.079299999999999995 -0.077639999999999987 -0.080689999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -8 9 10 11 12 13 -9 15 17 -17 -14 19 22 -16 -22 23 -19 25 -23 27 29 -29 -27
right_child=1 -3 3 -5 -6 -7 7 8 -10 -11 -12 -13 14 -15 20 16 -18 18 -20 -21 21 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-1.2973000424213154e-07 -1.2147986685824053e-07 1.8431151608231102e-07 8.7523502649844435e-08 -2.6644370771410812e-07 2.2562714136142861e-07 -1.6333929804461706e-07 1.6070090757900537e-07 2.947086424853751e-07 1.7268488255695048e-07 -1.3997429135770289e-07 1.7510772675099031e-07 -1.5272212897073025e-07 4.0790541010101342e-07 -3.4191044733233871e-08 2.5086507337489042e-07 -7.7677844878110147e-07 2.5396669212085499e-09 2.2722534809686707e-07 -3.5278395862949612e-07 3.1276256322598784e-07 -3.3072244553460968e-07 5.3915660273824346e-09 -1.9103789864516331e-07 -1.0560264735008318e-07 1.6247674047657297e-07 2.220928452160202e-08 -4.9725343964317813e-07 2.7010446586928081e-07 -2.3658821935127215e-08 -2.7018853260237254e-07
leaf_weight=22 38 31 35 34 25 23 22 20 25 28 33 21 24 25 28 20 32 22 23 21 22 2335 25 29 24 23 21 20 47 23
leaf_count=22 38 31 35 34 25 23 22 20 25 28 33 21 24 25 28 20 32 22 23 21 22 2335 25 29 24 23 21 20 47 23
internal_value=0 9.23164e-10 -9.29847e-10 -8.68951e-08 1.04801e-09 -8.39841e-10 4.26675e-10 2.01694e-09 8.09385e-10 -6.89878e-10 6.84316e-10 -1.36772e-09 -2.26042e-10 1.11987e-07 -2.06962e-09 -5.12758e-08 -2.97198e-07 3.75295e-08 -3.65457e-08 3.84386e-08 1.72291e-09 -1.05084e-09 -3.73614e-08 3.79702e-08 1.85841e-09 2.97119e-10 -8.84755e-08 -1.25079e-08 6.40317e-08 -1.2399e-07
internal_weight=0 3099 3068 69 2999 2974 2951 2913 2891 2866 2838 2805 2784 45 2739 196 52 144 120 97 2543 2515 76 51 2493 2469 134 113 67 46
internal_count=3121 3099 3068 69 2999 2974 2951 2913 2891 2866 2838 2805 2784 45 2739 196 52 144 120 97 2543 2515 76 51 2493 2469 134 113 67 46
is_linear=0
shrinkage=0.1


Tree=9765
num_leaves=31
num_cat=0
split_feature=40 130 12 133 1212 1212 1212 1212 1212 13 133 401 1213 481 2 43 159 403 403 1210 403 483 479 0 50 15 49 52 0 1
split_gain=3.69034e-11 1.02357e-10 6.16491e-11 7.23506e-11 4.23344e-11 4.76348e-11 2.39193e-10 1.07601e-10 8.838e-11 1.22273e-10 5.90079e-11 1.02543e-10 5.20928e-11 4.53755e-11 6.83504e-10 1.19915e-09 1.7229e-10 1.46613e-10 7.74248e-11 1.56872e-10 9.90522e-11 6.56368e-11 6.53579e-11 1.57572e-10 5.26262e-11 2.48404e-10 2.27486e-10 3.28678e-10 2.09619e-10 6.19832e-10
threshold=-0.24620999999999996 -0.22699999999999995 0.13597000000000004 1.0000000180025095e-35 -0.52517999999999987 -0.09386499999999999 -0.088629999999999987 -0.070754999999999985 -0.009474999999999999 -0.064619999999999983 -0.093189999999999981 0.092045000000000016 -0.090954999999999994 -0.087424999999999989 0.092875000000000013 -0.077604999999999993 0.03981500000000001 -0.55327499999999985 -0.54856499999999986 -0.13847499999999999 -0.5341999999999999 -0.47181499999999993 0.086465000000000014 -0.079829999999999998 0.096900000000000014 0.091915000000000011 0.08610000000000001 0.12603000000000003 -0.090314999999999993 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 10 -7 -8 9 -9 11 -6 -12 14 15 16 -10 -15 -19 -20 -21 -22 24 -24 -23 26 28 -28 29 -26
right_child=1 2 3 -5 5 6 7 8 13 -11 12 -13 -14 17 -16 -17 -18 18 19 20 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=1.3538993485440189e-07 -2.1581629261065287e-07 1.4028641850299685e-07 2.2211431264117386e-07 -1.3972087373304022e-08 -1.1415538381243097e-08 3.0204700815025161e-07 -1.8497924818561274e-07 3.2185374124082958e-07 2.8498824502338933e-07 -2.7821302381880746e-08 8.224465421247465e-08 -3.2427668603673967e-07 -1.16383561833266e-07 2.1597219102428396e-07 4.3721695324923834e-07 -6.8830653280231005e-07 -1.0011943697377104e-07 -1.8155994130353292e-07 2.1553248316332897e-07 -2.1516012096030451e-07 1.5601366472905143e-07 -6.8674676408733794e-09 -2.6281409996424071e-07 9.4338800306017914e-08 -6.6195435721283502e-07 2.7657116329524607e-07 4.7163990731488332e-07 2.5322951633242932e-08 1.7848414795512076e-09 7.85269460397313e-08
leaf_weight=20 22 21 27 25 22 26 32 20 26 20 31 20 23 31 21 31 21 24 33 22 26 2210 30 21 20 38 22 66 144 26
leaf_count=20 22 21 27 25 22 26 32 20 26 20 31 20 23 31 21 31 21 24 33 22 26 2210 30 21 20 38 22 66 144 26
internal_value=0 -8.84514e-10 6.51212e-10 1.08611e-07 -1.2034e-09 -2.19186e-09 9.45686e-11 -2.62761e-09 -5.81589e-10 1.47016e-07 -7.14991e-08 -1.60397e-07 -2.35625e-09 -2.68113e-09 -6.91794e-08 -2.05517e-07 1.12919e-07 -2.54545e-10 -2.75381e-09 -1.13931e-09 -3.86318e-09 -2.07734e-09 -3.67236e-09 -1.15751e-07 -1.40949e-09 3.67618e-08 3.9821e-09 1.36902e-07 -5.75809e-08 -2.43421e-07
internal_weight=0 3101 3079 52 3027 3006 2910 2884 2852 40 96 42 54 2812 99 78 47 2713 2682 2658 2625 2603 2577 51 2526 316 278 88 190 46
internal_count=3121 3101 3079 52 3027 3006 2910 2884 2852 40 96 42 54 2812 99 78 47 2713 2682 2658 2625 2603 2577 51 2526 316 278 88 190 46
is_linear=0
shrinkage=0.1


Tree=9766
num_leaves=31
num_cat=0
split_feature=130 40 147 142 11 120 33 448 147 47 47 47 1453 51 47 131 131 1447 52 479 0 13 13 129 13 12 52 42 132 43
split_gain=4.48948e-11 6.65795e-11 4.31355e-11 6.49605e-11 9.2115e-11 7.0606e-11 6.31058e-11 5.3119e-11 1.42523e-10 4.66873e-11 3.23577e-10 3.07589e-10 6.1987e-11 9.84034e-11 4.88139e-11 5.45458e-11 5.20186e-10 2.81876e-10 1.53276e-10 1.18399e-10 2.71414e-10 9.145e-11 1.95506e-10 7.74439e-11 1.2926e-10 8.90373e-11 2.06301e-10 1.17181e-10 7.00493e-11 1.28946e-09
threshold=-0.23123999999999997 -0.24290999999999999 0.11204500000000002 -0.057499999999999989 -1.0000000180025095e-35 0.093680000000000013 -0.009184999999999997 0.030280000000000001 0.091385000000000008 0.094160000000000008 0.091340000000000018 0.096475000000000019 -1.0000000180025095e-35 -0.41904999999999998 0.089640000000000011 0.091360000000000011 0.090280000000000013 0.059120000000000013 0.34769500000000003 0.086465000000000014 -0.079984999999999987 -0.085584999999999981 -0.076384999999999995 0.080675000000000011 -0.029529999999999997 0.087445000000000009 0.085310000000000011 -0.088669999999999985 -0.083284999999999984 -0.011694999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 8 9 10 14 -11 -13 -14 15 16 17 19 21 28 -21 -17 -23 24 -24 27 -27 -26 29 -8
right_child=1 2 -4 4 5 -7 7 -9 -10 11 -12 12 13 -15 -16 18 -18 -19 -20 20 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=1.3920671212081683e-07 -1.8288793697252005e-07 1.8074847716320621e-07 -1.4622307062950315e-07 -1.8060745056962853e-07 -1.5785248285737909e-07 1.8887845556037065e-07 7.9350880003489919e-07 -1.4647379913412807e-07 1.9531306058321493e-07 4.0654090190357586e-07 -3.9495785060239545e-07 1.8014936287613636e-07 -2.101936134733608e-07 1.5183637897564497e-08 -1.4913940834627617e-07 1.5975055242102421e-07 -5.1235567084972903e-07 2.6994545039527615e-07 2.3193472623313791e-07 -3.4949209104221761e-07 1.1293788976341934e-07 -2.8765913668848957e-07 2.8890808096093684e-07 -1.2129260525281069e-07 -2.7281063466944036e-07 -3.3564811745449059e-08 3.2810723261296938e-07 2.908495650741669e-08 -6.3197782822932429e-09 -4.5283911509486074e-08
leaf_weight=23 20 20 20 28 25 20 21 24 38 21 21 20 21 250 22 36 20 38 37 30 22 23 20 31 20 46 24 36 2000 144
leaf_count=23 20 20 20 28 25 20 21 24 38 21 21 20 21 250 22 36 20 38 37 30 22 23 20 31 20 46 24 36 2000 144
internal_value=0 -1.0231e-09 1.58607e-10 1.11598e-09 -6.6595e-11 1.61285e-09 3.60242e-10 1.69424e-09 2.90337e-09 3.84744e-10 -4.01593e-09 3.69301e-08 1.02572e-08 -2.28102e-09 -8.21465e-10 4.59146e-10 -4.60926e-09 -1.05968e-10 4.26959e-08 -4.73472e-09 -1.53849e-07 1.30271e-08 -1.33832e-08 2.22572e-08 5.2737e-08 1.52495e-08 9.0437e-08 -7.87349e-08 -1.15324e-09 6.14715e-08
internal_weight=0 3098 3078 3058 3038 3010 2990 2965 2941 2903 2591 312 291 271 2570 2548 2275 2255 273 2217 52 236 200 177 146 126 70 56 2165 165
internal_count=3121 3098 3078 3058 3038 3010 2990 2965 2941 2903 2591 312 291 271 2570 2548 2275 2255 273 2217 52 236 200 177 146 126 70 56 2165 165
is_linear=0
shrinkage=0.1


Tree=9767
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 46 12 133 16 130 42 13 150 45 11 34 34 34 9 9 2 16 1 1 1447 52 12 480 160 16 1374
split_gain=4.56731e-11 2.13593e-10 1.06597e-10 7.61093e-11 4.84106e-11 4.53323e-11 6.72827e-11 8.931e-11 6.95679e-11 6.22687e-11 8.03298e-11 3.98097e-11 6.40222e-11 2.05458e-10 5.60512e-11 1.93959e-10 1.66388e-10 1.42836e-10 1.72778e-10 1.62477e-10 3.88739e-10 4.60486e-11 2.38924e-10 4.97835e-10 1.07942e-09 2.6248e-10 1.94211e-10 1.90321e-10 2.03818e-10 1.82636e-10
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 -0.052299999999999992 0.11527000000000001 -0.45516499999999999 -0.095094999999999985 0.088525000000000006 -0.019989999999999997 -0.010384999999999998 -0.15178999999999995 0.094030000000000016 -0.014494999999999999 -0.083689999999999987 -0.097449999999999981 -0.057544999999999992 0.091600000000000015 0.10530000000000002 -1.0000000180025095e-35 -0.056919999999999991 0.088975000000000012 0.094220000000000012 -1.0000000180025095e-35 0.084735000000000019 0.093765000000000015 0.11303500000000001 0.083670000000000008 -0.082039999999999988 0.089635000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -3 6 -1 -8 9 -9 -11 -6 13 -13 15 -15 -16 19 -19 20 -18 26 23 -23 25 27 29 28 -25 -21
right_child=1 4 -4 -5 11 -7 7 8 -10 10 -12 12 -14 14 16 -17 17 18 -20 21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=1.3518260999489939e-07 3.2111284085090121e-07 -1.5400923885522389e-07 -2.5264369208405867e-07 -1.7688308033754126e-07 1.1482037074246834e-07 1.4522168015673742e-07 -2.1372451558931974e-07 -1.6476026964338889e-07 1.6439736754136903e-07 -7.2921483312679169e-08 1.7830805148832951e-07 3.0693079896660826e-07 -1.355161390998874e-07 6.7042994281699658e-08 2.4063768653730157e-07 -2.6916149175604257e-07 -8.3888169892058314e-08 -3.9557151279012718e-07 2.0094097124001566e-08 4.5637513491017058e-10 5.0525400806258227e-07 3.3740554101768798e-07 9.9929975589680711e-09 3.027072153518317e-07 -8.234654839870102e-07 -3.2534035245181688e-07 2.6550177028247136e-07 -2.9747027014082055e-07 -3.1624795881025529e-08 2.7277121512270245e-07
leaf_weight=25 21 20 22 27 31 20 25 28 20 35 20 22 34 37 29 32 24 20 20 1659 21 22 666 23 22 34 29 20 88 25
leaf_count=25 21 20 22 27 31 20 25 28 20 35 20 22 34 37 29 32 24 20 20 1659 21 22 666 23 22 34 29 20 88 25
internal_value=0 3.34847e-09 -4.37142e-08 -2.07319e-08 1.02983e-09 3.63847e-09 -1.48691e-08 -4.41761e-08 -3.0236e-09 -4.3366e-08 1.84347e-08 2.11478e-09 8.78881e-10 2.53926e-09 1.2258e-10 -8.88779e-08 2.39535e-09 -1.89393e-10 -1.87739e-07 2.65982e-09 1.91045e-07 -6.15811e-10 -1.92796e-08 -1.1256e-07 -1.65497e-07 -7.77678e-08 8.91766e-09 -1.35124e-08 3.76512e-08 4.49905e-09
internal_weight=0 2899 222 200 2878 173 153 128 103 83 55 2858 2827 2793 2771 69 2702 2673 40 2633 45 2588 875 209 187 165 1713 131 111 1684
internal_count=3121 2899 222 200 2878 173 153 128 103 83 55 2858 2827 2793 2771 69 2702 2673 40 2633 45 2588 875 209 187 165 1713 131 111 1684
is_linear=0
shrinkage=0.1


Tree=9768
num_leaves=31
num_cat=0
split_feature=120 33 1 120 2 1348 448 457 42 15 448 2 2 2 156 3 13 155 52 14 16 16 3 1 41 2 41 15 1 13
split_gain=3.95165e-11 8.45637e-11 6.99235e-11 2.15585e-10 8.20065e-11 4.35497e-11 7.67845e-11 8.27595e-11 2.64283e-10 6.56624e-10 9.75187e-11 5.46745e-11 3.42097e-10 2.21882e-10 1.19743e-10 1.81256e-10 3.88336e-10 2.36356e-10 1.23919e-10 1.09323e-10 1.21949e-10 2.36855e-10 1.23746e-10 2.76338e-10 2.1017e-10 2.01971e-10 1.41591e-10 9.23123e-11 4.9527e-10 2.01823e-09
threshold=0.09852000000000001 -0.044254999999999996 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.095915000000000014 0.056825000000000007 0.098180000000000003 0.083795000000000022 -0.074054999999999996 -0.087679999999999994 0.10613000000000002 0.10699500000000002 0.10497000000000002 -0.067809999999999981 -0.24163499999999996 0.10443000000000001 0.11854500000000001 -0.52606999999999993 0.084525000000000003 -0.5224049999999999 -0.54165499999999989 -0.16726499999999997 0.095695000000000016 0.08690500000000001 0.087995000000000004 0.078570000000000015 -0.10203999999999998 0.092695000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 10 9 -9 -3 13 -13 19 -14 16 -16 18 -17 20 21 -12 23 -22 26 -26 27 28 -24 -30
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 -11 11 12 14 -15 15 17 -18 -19 -20 -21 22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=2.0096032669482069e-07 -1.3059066519175482e-07 2.1618325358000826e-07 1.6962890594385272e-07 -3.0673252845882298e-07 1.9295231035569445e-07 -1.4432474131353957e-07 1.9073126739364115e-07 1.1738624798660816e-07 1.2622955978258687e-07 -6.6437070529445923e-07 -7.7912387185183191e-09 -3.6197509534131628e-07 2.2444154065429499e-07 2.5329248987620507e-07 -5.0960792608830987e-07 -2.5017320036175246e-07 9.158940448812592e-08 2.8572370154136112e-07 -7.2318573865591479e-09 -1.5677369041051344e-07 4.4380393376286526e-07 3.9879322630638303e-07 -6.339723003732396e-08 -5.0618112532255023e-08 -4.5289402482495695e-07 -1.3815143582653698e-08 2.6140833467382308e-07 -7.6560655572465598e-09 -1.3310938664554364e-08 1.0278853031546001e-06
leaf_weight=21 23 21 24 23 22 21 21 22 29 21 38 29 21 36 22 22 21 27 460 42 20 23 145 26 20 22 21 1771 83 24
leaf_count=21 23 21 24 23 22 21 21 22 29 21 38 29 21 36 22 22 21 27 460 42 20 23 145 26 20 22 21 1771 83 24
internal_value=0 9.71634e-10 -3.93255e-10 -1.72982e-09 5.85382e-10 -8.21557e-10 1.87338e-10 -1.16176e-09 -1.07064e-07 -2.64402e-07 1.473e-09 -9.6414e-11 -2.68902e-08 7.00613e-09 -9.93133e-09 -1.88477e-08 -2.16e-07 -2.19239e-09 -1.83205e-08 3.03911e-09 6.09982e-09 1.45511e-07 2.11103e-09 1.64348e-07 -1.46658e-09 -2.229e-07 3.08343e-09 4.01853e-10 5.70311e-08 2.20228e-07
internal_weight=0 3098 3077 3053 3030 3008 2987 2966 72 43 2894 2873 602 2271 573 552 43 509 482 2235 2193 61 2132 46 2086 42 2044 2023 252 107
internal_count=3121 3098 3077 3053 3030 3008 2987 2966 72 43 2894 2873 602 2271 573 552 43 509 482 2235 2193 61 2132 46 2086 42 2044 2023 252 107
is_linear=0
shrinkage=0.1


Tree=9769
num_leaves=31
num_cat=0
split_feature=484 1 1 1 10 1 1 1447 480 3 50 133 1456 456 13 475 456 12 474 1456 1456 1456 1374 150 475 1375 151 132 1186 132
split_gain=3.63862e-11 4.03903e-11 1.03781e-09 6.62223e-10 9.22931e-10 3.39978e-10 2.15909e-10 1.68208e-10 1.93299e-10 2.35852e-10 1.18827e-10 4.23195e-10 1.76307e-10 1.30545e-10 3.79166e-10 2.92079e-10 2.12976e-10 1.11837e-10 1.03936e-10 1.27894e-10 1.56083e-10 2.38658e-10 1.41226e-10 1.31825e-10 5.32238e-10 2.06329e-10 1.68108e-10 1.18083e-10 1.31055e-09 8.53149e-10
threshold=-0.52850499999999989 0.092845000000000025 0.093400000000000025 0.09202500000000001 -0.0026549999999999994 0.094090000000000021 0.094715000000000008 0.059120000000000013 0.10344000000000002 -0.075634999999999994 -0.099524999999999988 0.090665000000000009 0.10959500000000001 0.087515000000000009 -0.086804999999999979 -0.084264999999999993 0.085800000000000015 0.14472000000000004 -0.091284999999999991 0.088395000000000015 0.085755000000000012 0.084805000000000019 0.089635000000000006 0.10699000000000002 -0.082239999999999994 -0.043984999999999989 0.084350000000000008 -0.083284999999999984 1.0000000180025095e-35 -0.066044999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -4 -7 8 10 -10 11 -6 13 16 -15 -16 17 18 -12 20 21 22 23 25 -25 -20 27 28 -27 -29
right_child=1 2 5 -5 7 6 -8 -9 9 -11 12 -13 -14 14 15 -17 -18 -19 19 -21 -22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-1.3445413593160538e-07 -6.7415786659807968e-07 -6.7964274996296336e-07 3.7167269807033188e-07 4.6750394342288631e-07 -8.5424774643646135e-08 -3.055469389353268e-07 -1.7608447532027184e-09 2.2271267054760657e-07 8.091267426183989e-09 -4.1570097503533063e-07 -1.7689500243393247e-07 4.9200632629849259e-07 -2.2708833729012668e-07 4.581452354557314e-07 -2.7791397675021777e-07 1.557693314618353e-07 -3.0560678112578902e-07 2.2653479398424837e-07 3.2434615373944101e-07 2.0281850083847532e-07 -2.2202027868919082e-07 3.5148041067856188e-07 2.3976250918167355e-07 1.2486457855495111e-07 -5.5575602004864781e-07 -2.7856869213699637e-08 2.5317772381819957e-07 -6.6157646529063639e-07 8.1492985346119991e-07 -3.4981178853300818e-09
leaf_weight=20 20 23 24 31 30 24 929 36 29 24 31 22 32 25 24 44 22 23 20 33 30 20 25 27 20 152 26 20 21 1314
leaf_count=20 20 23 24 31 30 24 929 36 29 24 31 22 32 25 24 44 22 23 20 33 30 20 25 27 20 152 26 20 21 1314
internal_value=0 8.61897e-10 -1.56806e-08 8.73552e-09 1.86508e-09 -4.99555e-11 -9.41128e-09 8.46042e-09 4.63069e-09 -1.83815e-07 9.72381e-09 1.58873e-07 5.66107e-09 9.6291e-09 1.25135e-07 2.70463e-09 3.60778e-09 7.46857e-09 4.5712e-09 7.86479e-09 4.02391e-09 8.1463e-09 3.92065e-09 2.35621e-10 -1.64761e-07 5.22909e-09 1.06578e-09 -3.28386e-09 7.44467e-08 -1.33644e-08
internal_weight=0 3101 1000 2101 2070 977 953 2050 2014 53 1961 52 1909 1877 93 68 1784 1762 1739 1708 1675 1645 1625 1600 47 1553 1533 1507 173 1334
internal_count=3121 3101 1000 2101 2070 977 953 2050 2014 53 1961 52 1909 1877 93 68 1784 1762 1739 1708 1675 1645 1625 1600 47 1553 1533 1507 173 1334
is_linear=0
shrinkage=0.1


Tree=9770
num_leaves=31
num_cat=0
split_feature=132 393 132 50 12 15 2 13 42 399 1447 1420 155 1429 1 1447 480 1 160 481 13 403 1 50 2 475 1429 0 0 13
split_gain=4.17006e-11 1.80538e-10 1.13826e-10 5.99511e-11 4.09028e-11 6.27473e-11 7.47501e-11 5.567e-11 4.82123e-11 3.90079e-11 3.66178e-11 4.79736e-11 1.18021e-10 5.69925e-11 5.28681e-11 3.18336e-10 2.05649e-10 1.63071e-10 1.53157e-10 1.44706e-10 5.64328e-10 2.28268e-10 1.50228e-10 1.22666e-10 2.54666e-10 1.9011e-10 1.80297e-10 1.25893e-10 2.85865e-10 6.60422e-10
threshold=-0.083174999999999985 0.11333500000000001 -0.084644999999999984 0.09227500000000001 0.11527000000000001 0.084370000000000014 0.085485000000000019 -0.0018299999999999998 -0.015274999999999999 -0.091389999999999985 0.093155000000000016 0.056520000000000008 0.14547000000000002 0.11635000000000001 0.085110000000000005 1.0000000180025095e-35 0.11089500000000001 0.086255000000000012 -0.43215499999999996 -0.087424999999999989 -0.08645499999999999 -0.55276999999999987 0.084165000000000004 -0.099524999999999988 0.11448000000000001 0.016915000000000003 -0.087914999999999979 -0.085544999999999982 -0.086934999999999985 -0.085744999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 5 7 -7 8 -1 -2 11 12 13 14 15 19 17 -16 -19 20 -11 -21 23 24 -23 26 -25 28 -28 -30
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 10 -12 -13 -14 -15 16 -17 -18 18 -20 21 -22 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=1.1344907150601104e-07 1.3670257100697892e-07 2.7632340753314112e-07 -2.5767658851094666e-07 -1.5661785644843569e-07 1.38087378900309e-07 2.135695678165658e-07 -2.1663337394427021e-08 -1.9165902716622442e-07 -6.9743551496988712e-08 2.2132483880319515e-07 -1.1822193578963764e-07 -1.4609627628074537e-07 2.2295570213752094e-07 -1.3038956718915099e-07 -2.0952602317090798e-07 3.7555889894254812e-07 -3.3169736354921045e-07 1.9854889186459532e-07 -8.2156858851112665e-09 3.2657633066991288e-07 -4.7565206447057585e-07 3.3964155097838822e-07 2.5710313836431929e-07 2.9575276461931333e-07 -9.9533151792061489e-08 -2.2783361086137831e-07 1.472055346410976e-09 -2.7109882381403443e-08 4.4820010909063515e-07 -4.974346562416861e-08
leaf_weight=20 21 24 22 27 20 22 35 25 51 21 26 22 24 33 39 24 20 37 1128 23 26 31 24 21 23 36 460 729 50 57
leaf_count=20 21 24 22 27 20 22 35 25 51 21 26 22 24 33 39 24 20 37 1128 23 26 31 24 21 23 36 460 729 50 57
internal_value=0 3.19054e-09 -4.17789e-08 -1.80302e-08 3.59911e-09 -1.39811e-08 6.91283e-08 -6.33272e-08 -1.814e-08 9.10471e-10 -8.86997e-11 9.97391e-10 2.15066e-09 2.45795e-10 1.81399e-09 1.42381e-08 -1.36654e-08 -8.38247e-09 -1.64891e-09 8.46082e-09 -1.64237e-07 1.40432e-08 9.01996e-09 4.78827e-09 1.52586e-07 -1.11052e-09 5.08692e-09 3.7706e-10 3.57174e-08 1.8294e-07
internal_weight=0 2899 222 200 173 153 57 96 71 2875 2854 2828 2806 2782 2749 1525 1224 1204 1165 1501 47 1454 1431 1407 54 1353 1317 1296 567 107
internal_count=3121 2899 222 200 173 153 57 96 71 2875 2854 2828 2806 2782 2749 1525 1224 1204 1165 1501 47 1454 1431 1407 54 1353 1317 1296 567 107
is_linear=0
shrinkage=0.1


Tree=9771
num_leaves=31
num_cat=0
split_feature=43 1 4 130 121 33 40 34 11 142 484 484 484 484 151 15 457 457 13 483 15 4 1373 150 148 448 16 150 1429 1375
split_gain=3.57942e-11 9.17947e-11 9.5145e-11 8.85721e-11 5.54467e-11 7.75404e-11 4.9739e-11 6.82005e-11 1.53737e-10 5.36214e-11 4.71458e-11 5.24851e-11 7.40595e-11 1.30697e-10 4.70451e-11 2.62835e-10 6.74966e-11 1.75473e-10 1.70511e-10 1.79494e-10 2.31753e-10 1.49551e-10 6.41827e-11 1.90847e-10 9.1474e-11 7.94334e-11 1.10203e-10 1.08845e-10 6.79186e-11 3.76894e-10
threshold=-0.50775499999999985 0.076935000000000017 -0.081224999999999978 -0.22699999999999995 -0.088279999999999983 -0.044254999999999996 0.13899500000000004 -0.08786999999999999 -1.0000000180025095e-35 -0.057499999999999989 -0.51117999999999986 -0.48714499999999994 -0.24259999999999995 -0.22549499999999997 0.11088000000000002 -0.026084999999999994 -0.081909999999999997 -0.069489999999999982 -0.083254999999999982 0.085765000000000022 -0.010414999999999999 -0.0094449999999999968 -1.0000000180025095e-35 0.12416000000000001 -0.098399999999999974 -0.068129999999999982 -0.52595999999999987 0.11174500000000002 0.083715000000000026 -0.075709999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 7 -7 -9 -10 -11 -12 -13 -14 16 -16 18 -18 19 20 21 -15 -19 24 -24 26 -26 28 29 -27
right_child=3 -3 -4 4 5 6 -8 8 9 10 11 12 13 14 15 -17 17 22 -20 -21 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=3.1861942943578471e-07 -1.9293476765843331e-07 -8.8402043482584181e-08 2.0391487099835145e-08 1.5810862392258557e-07 1.9025912934012013e-07 1.5116722480982015e-07 -1.4906066878208807e-07 -2.7254229924740991e-07 -1.6021693814612568e-07 -1.3136826905961411e-07 1.6282355559837926e-07 -1.4226002035636992e-07 2.0627941514630362e-07 -2.3185115981591698e-07 3.4922735377152927e-07 -9.3956719027232796e-08 2.6532367587606134e-07 -1.6719730005523006e-07 -2.4413142092782895e-07 -1.7432142913258687e-07 3.4639037919485344e-07 1.4554773125989113e-07 -2.1490991386485803e-07 3.0081931348442075e-07 3.0259574799629265e-07 3.7500463750251145e-07 2.7106321681994471e-08 -1.8946794486304676e-07 -6.3598573598114593e-08 -8.9887053065431455e-10
leaf_weight=20 24 23 23 22 21 29 23 21 21 27 20 36 31 21 23 32 25 23 40 38 24 21 20 21 20 27 53 31 161 2200
leaf_count=20 24 23 23 22 21 29 23 21 21 27 20 36 31 21 23 32 25 23 40 38 24 21 20 21 20 27 53 31 161 2200
internal_value=0 7.28507e-08 1.59102e-07 -1.58405e-09 -6.89029e-11 -1.2254e-09 -2.57118e-09 -1.43483e-09 -2.94214e-09 -9.99911e-10 1.5543e-10 1.39406e-09 2.60023e-10 2.08525e-09 -1.91732e-10 9.13748e-08 -2.03986e-09 1.67758e-09 -6.867e-08 -1.18478e-09 9.85e-08 -4.31517e-08 -9.01114e-10 6.08879e-10 -1.90084e-09 -1.91299e-10 1.02583e-07 -3.29279e-09 -8.75947e-10 3.65856e-09
internal_weight=0 66 43 3055 3031 3009 2988 2965 2936 2915 2894 2867 2847 2811 2780 55 2725 2581 144 104 66 42 2556 2533 2512 2492 73 2419 2388 2227
internal_count=3121 66 43 3055 3031 3009 2988 2965 2936 2915 2894 2867 2847 2811 2780 55 2725 2581 144 104 66 42 2556 2533 2512 2492 73 2419 2388 2227
is_linear=0
shrinkage=0.1


Tree=9772
num_leaves=31
num_cat=0
split_feature=130 40 156 156 456 1371 156 1429 51 12 160 157 156 2 1429 475 2 0 157 157 3 155 376 150 39 16 0 44 475 12
split_gain=4.20335e-11 7.27517e-11 3.70542e-11 1.67011e-10 1.63292e-10 1.50621e-10 2.36045e-10 1.27637e-10 3.35534e-10 4.87587e-10 1.9752e-10 7.69202e-11 1.29545e-10 3.68581e-10 1.14064e-10 1.61899e-10 8.84469e-11 1.41714e-10 1.279e-10 6.27885e-11 1.66406e-10 6.7737e-11 6.70151e-11 1.28753e-10 1.51504e-10 2.01819e-10 1.09484e-10 1.05027e-10 2.0655e-10 1.00225e-10
threshold=-0.23123999999999997 -0.24134999999999998 0.087720000000000006 0.087045000000000011 0.087635000000000005 0.087810000000000013 0.085915000000000005 -0.050194999999999997 -0.10316499999999999 0.092655000000000015 -0.088079999999999978 -0.086079999999999976 0.091255000000000017 0.088055000000000008 0.091270000000000004 -0.069854999999999987 0.10803500000000001 -0.065229999999999996 0.10775000000000001 0.083595000000000017 -0.073309999999999986 0.083440000000000014 0.049360000000000008 0.086615000000000011 0.085425000000000015 -0.4179199999999999 -0.063634999999999983 0.099360000000000018 1.0000000180025095e-35 0.084535000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 7 6 19 8 -4 -10 -9 -12 13 -13 16 -16 17 -14 -18 21 -21 22 27 24 -24 -26 -27 28 29 -3
right_child=1 2 4 -5 -6 -7 -8 10 9 -11 11 12 14 -15 15 -17 18 -19 -20 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=1.3467626494591813e-07 -1.7820149838845956e-07 -3.8353031083352144e-08 -4.0969359753617597e-07 -2.1185438817975698e-07 3.0105631413421395e-07 -2.6748927451438123e-07 3.2034723982677782e-07 2.7819888783753302e-07 3.4994447906910869e-07 -3.0367536559034697e-07 1.4812650069491914e-07 9.5757180810315174e-08 2.0332863251782423e-08 -4.6751586725555348e-07 3.8020985677178486e-07 -1.2905943853008301e-08 -6.4022920061764429e-08 -2.8851084223902038e-07 2.6079509629022886e-07 -3.7703917359287905e-08 3.1735312753446787e-07 -1.3987062048828294e-07 3.1991370471692233e-07 -1.6734973492305017e-07 -2.341850165521464e-07 5.9872967818187649e-09 2.5815649861855987e-07 -2.1372312553798643e-07 3.0151011277982066e-07 6.9303817699953261e-09
leaf_weight=23 23 691 24 38 21 21 23 32 25 21 36 26 39 21 20 22 27 24 22 33 22 36 26 20 20 36 33 24 22 1670
leaf_count=23 23 691 24 38 21 21 23 32 25 21 36 26 39 21 20 22 27 24 22 33 22 36 26 20 20 36 33 24 22 1670
internal_value=0 -1.01135e-09 3.13974e-10 -3.68329e-09 3.046e-08 -7.28301e-10 1.38088e-09 1.36974e-08 -1.06589e-07 5.15528e-08 4.49986e-08 1.35117e-08 -1.05984e-08 -1.55918e-07 3.37523e-08 1.74292e-07 -1.895e-08 -9.73219e-08 8.18137e-08 -1.40538e-09 1.04319e-07 -3.66094e-09 -1.73193e-09 6.68279e-08 1.07554e-07 4.55169e-08 1.2659e-07 -5.57721e-09 -3.4809e-09 -6.32283e-09
internal_weight=0 3098 3075 2715 360 2677 2656 339 70 46 269 237 201 47 154 42 112 63 49 2633 55 2578 2542 135 115 89 69 2407 2383 2361
internal_count=3121 3098 3075 2715 360 2677 2656 339 70 46 269 237 201 47 154 42 112 63 49 2633 55 2578 2542 135 115 89 69 2407 2383 2361
is_linear=0
shrinkage=0.1


Tree=9773
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 131 131 480 160 484 15 131 160 15 479 1447 45 11 47 47 47 34 34 10 42 9 376 148 447 123 1447
split_gain=3.49072e-11 1.64377e-10 9.12958e-11 5.00605e-11 3.69494e-11 4.60724e-10 2.67039e-10 1.21082e-10 1.04118e-10 2.09415e-10 9.38244e-11 6.95233e-11 2.78777e-10 7.89979e-11 8.38863e-11 7.37776e-11 2.35418e-10 8.19196e-11 4.89509e-10 2.15437e-10 8.38819e-11 1.14716e-10 1.19977e-10 2.40837e-10 1.27574e-10 8.70541e-11 8.4794e-11 1.19523e-10 9.02013e-11 8.09824e-11
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 0.091360000000000011 0.090445000000000011 0.11303500000000001 -0.4136149999999999 -0.017214999999999998 0.093575000000000019 0.089915000000000009 -0.53908999999999996 0.085730000000000015 0.088785000000000017 0.056670000000000005 0.094030000000000016 -0.014494999999999999 0.092165000000000011 0.096475000000000019 0.088555000000000009 -0.085739999999999983 -0.057544999999999992 -0.0093599999999999985 0.095185000000000006 0.082870000000000013 0.092115000000000016 -0.10069499999999999 0.094580000000000011 0.098040000000000016 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 10 -6 -9 -10 11 12 -3 14 15 16 -13 19 -19 20 -18 -22 23 -23 25 26 -24 28 29 -28
right_child=1 4 -4 -5 7 -7 -8 8 9 -11 -12 13 -14 -15 -16 -17 17 18 -20 -21 21 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=2.8136211798445892e-09 2.816851904407529e-07 1.1602094431850674e-07 -2.3157374975178091e-07 -1.4359197585370703e-07 2.6446389960082819e-07 -4.6970312720331786e-07 2.6730828884914493e-07 1.7924861010344883e-07 2.260365728309888e-08 -2.8617092485324259e-07 1.976976481651728e-07 3.4176245144124096e-07 -2.8222421774852338e-07 1.9559114896594565e-07 -1.7302243299096079e-07 -1.5513732587314441e-07 -1.5595740460629687e-07 -4.9806151828899769e-07 -7.0162487714411713e-09 3.2960419492411576e-07 1.7453849715228612e-07 3.7216757982605489e-07 1.7698729885119571e-07 -6.2532492305623376e-08 -1.8624828775377986e-07 -2.0368874224968317e-07 9.5197509754157236e-08 -2.4465341766699569e-07 2.0240515881524021e-07 -5.9120213278618894e-09
leaf_weight=173 21 32 22 27 21 21 37 35 259 24 23 20 39 20 29 31 34 23 173 20 38 25 27 26 38 21 83 20 22 1737
leaf_count=173 21 32 22 27 21 21 37 35 259 24 23 20 39 20 29 31 34 23 173 20 38 25 27 26 38 21 83 20 22 1737
internal_value=0 2.92369e-09 -3.822e-08 -1.69511e-08 8.89644e-10 -3.25061e-09 6.39584e-10 3.18988e-08 1.65407e-08 -3.58217e-09 -3.33734e-09 -5.21846e-09 -1.02733e-07 -2.31793e-09 -3.99017e-09 -1.89353e-09 1.6566e-10 -2.82163e-09 -6.46389e-08 2.97281e-09 -1.8152e-10 2.41857e-09 -8.53346e-10 1.50556e-07 -4.81734e-09 -1.20772e-09 1.04326e-09 -1.50803e-09 1.13199e-09 -1.30098e-09
internal_weight=0 2899 222 200 2878 2539 2518 339 318 283 2481 2458 71 2387 2367 2338 2307 2287 196 2091 2071 2037 1999 51 1948 1910 1889 1862 1842 1820
internal_count=3121 2899 222 200 2878 2539 2518 339 318 283 2481 2458 71 2387 2367 2338 2307 2287 196 2091 2071 2037 1999 51 1948 1910 1889 1862 1842 1820
is_linear=0
shrinkage=0.1


Tree=9774
num_leaves=31
num_cat=0
split_feature=130 1 46 46 1426 1426 156 156 3 1429 156 156 156 16 1371 151 475 0 1429 475 157 157 151 150 457 447 13 156 3 12
split_gain=3.53795e-11 7.51093e-11 4.30043e-11 5.05465e-11 4.87391e-11 6.00473e-11 5.23944e-11 1.97072e-10 1.82748e-10 1.82453e-10 1.79846e-10 1.08178e-10 1.31781e-10 5.95498e-10 1.20803e-10 1.8453e-10 9.15772e-11 1.94707e-10 7.0627e-11 9.34817e-11 1.6015e-10 8.15101e-11 7.85727e-11 1.7532e-10 8.11945e-11 7.99094e-11 6.93033e-11 8.44627e-11 7.53143e-11 6.23469e-11
threshold=-0.23123999999999997 0.16540500000000002 0.10987500000000001 0.083550000000000013 -0.094284999999999994 -0.061919999999999996 0.091255000000000017 0.092385000000000009 -0.24190499999999995 -0.050194999999999997 0.090100000000000013 0.089090000000000016 0.08759500000000002 -0.0087049999999999992 0.083235000000000017 -0.54279999999999984 -0.24039999999999997 1.0000000180025095e-35 -0.069929999999999978 0.05680000000000001 0.23903500000000003 0.08796000000000001 -0.10737499999999998 0.10389500000000002 0.080930000000000016 0.091515000000000013 -0.097224999999999992 0.10646000000000001 -0.063814999999999997 0.085635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 10 -8 -9 -10 11 12 14 -14 15 -7 -11 26 -17 20 21 22 23 24 29 -24 -18 -28 -29 -20
right_child=1 -3 -4 -5 5 6 7 8 9 16 -12 -13 13 -15 -16 18 17 -19 19 -21 -22 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=1.235639672358957e-07 1.4909560442013323e-07 -1.6698105698483065e-07 1.4315064780540917e-07 -1.3418412747918347e-07 -1.4105971703296898e-07 -2.9687015597124585e-07 3.3903731364370331e-07 3.0498722395577717e-07 -2.8357447809732793e-07 -1.5349546964671391e-07 -2.9423014590671908e-07 2.1549555959194074e-07 -4.9659140154508696e-07 1.8695577424665544e-07 1.90901303567719e-07 1.6164994415627615e-07 1.2913895984968716e-07 3.1363069060338e-07 2.1492352934935544e-07 -2.0163206586502108e-07 2.6951799835149939e-07 -1.9765406591432111e-07 -9.9251992453409918e-10 3.5326257457057865e-07 -1.3639431971490054e-07 -1.5320151456015603e-07 6.6122912039346428e-08 -2.4865906787305487e-07 2.7386224520465807e-09 -2.0548074561672722e-08
leaf_weight=23 22 27 21 28 30 21 21 20 22 25 21 23 26 25 33 27 31 24 22 23 22 21 2376 20 23 35 38 26 22 23
leaf_count=23 22 27 21 28 30 21 21 20 22 25 21 23 26 25 33 27 31 24 22 23 22 21 2376 20 23 35 38 26 22 23
internal_value=0 -9.21433e-10 5.38551e-10 -4.43369e-10 7.95791e-10 -2.91741e-10 1.13016e-09 4.70818e-08 1.76055e-08 -1.2967e-08 -2.70892e-09 -4.58209e-10 -2.29986e-09 -1.61519e-07 7.68993e-10 -1.63222e-09 2.28966e-08 5.41718e-08 7.59755e-10 -9.33826e-10 8.82091e-10 -1.46314e-09 1.8552e-10 9.29988e-08 1.64506e-08 -3.20211e-09 9.49507e-10 -4.52583e-08 -1.33435e-07 9.45714e-08
internal_weight=0 3098 3071 3050 3022 3000 2970 229 208 188 2741 2720 2697 51 2646 2613 166 141 2592 2565 2542 2520 2499 88 68 2411 117 86 48 45
internal_count=3121 3098 3071 3050 3022 3000 2970 229 208 188 2741 2720 2697 51 2646 2613 166 141 2592 2565 2542 2520 2499 88 68 2411 117 86 48 45
is_linear=0
shrinkage=0.1


Tree=9775
num_leaves=31
num_cat=0
split_feature=11 142 147 147 1420 155 1429 1447 4 4 150 1374 2 4 43 2 2 4 2 0 1 12 16 52 15 13 12 1 42 42
split_gain=3.62956e-11 3.66146e-11 4.39937e-11 6.17192e-11 3.60035e-11 9.24293e-11 5.63285e-11 3.8717e-11 4.282e-11 1.70169e-10 1.6905e-10 1.68983e-10 1.81075e-10 3.24157e-10 1.34002e-09 2.19085e-10 1.8348e-10 1.6315e-10 4.30582e-10 2.54655e-10 2.18071e-10 4.22122e-10 9.9716e-10 1.27573e-09 4.15143e-10 3.2303e-10 3.19125e-10 2.23122e-10 1.23769e-10 1.22045e-10
threshold=-0.072629999999999986 -0.057499999999999989 0.099730000000000027 0.093875000000000014 0.056520000000000008 0.14547000000000002 0.11635000000000001 0.093155000000000016 -0.011559999999999999 -0.010384999999999998 0.10874500000000002 -0.096434999999999979 0.092755000000000018 -0.0078799999999999981 -0.085739999999999997 0.090050000000000005 0.090675000000000019 -0.0024449999999999997 0.087470000000000006 -0.091354999999999978 0.093700000000000019 0.084795000000000023 -0.056919999999999991 -0.087284999999999988 -0.091604999999999978 -0.085744999999999988 0.085700000000000012 0.098420000000000021 -0.23037499999999997 0.086135000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 10 -10 28 -11 13 14 -13 17 -17 18 19 -15 21 22 24 -24 -19 26 -23 -22 -3 -18
right_child=1 2 -4 -5 -6 -7 -8 -9 9 11 -12 12 -14 15 -16 16 29 20 -20 -21 27 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.3102930438435578e-07 -1.2766662238887379e-07 2.4406413821509433e-07 1.1169921288159103e-07 -1.5291130752031607e-07 -1.2281351275859104e-07 1.9823790093909112e-07 -1.4534279344502468e-07 -1.2142062499265194e-07 2.23030852434902e-07 -2.0260180774537654e-07 -2.7051884690839266e-07 -1.5467827772168208e-07 -2.2667897528505643e-08 -1.5787759262290518e-07 8.2932914773437016e-07 4.4367358410248753e-07 -3.6962324448571359e-08 -3.5019198223366127e-07 -4.3066100178732776e-07 2.6544446374946011e-07 -3.2915537114095259e-07 -5.2772137330236998e-07 7.3489778038665896e-08 1.1757500343059119e-06 2.7275937654280828e-07 1.1809647504145732e-07 3.718981446354519e-08 1.0041265463078701e-09 -6.245192246025986e-09 2.7736033027552025e-07
leaf_weight=21 22 20 36 26 23 24 26 25 39 36 24 31 581 30 25 21 30 23 29 27 23 20 21 21 20 63 20 186 1607 21
leaf_count=21 22 20 36 26 23 24 26 25 39 36 24 31 581 30 25 21 30 23 29 27 23 20 21 21 20 63 20 186 1607 21
internal_value=0 8.82476e-10 1.80128e-09 5.00713e-10 1.82323e-09 2.78101e-09 1.20103e-09 2.49568e-09 3.55733e-09 1.73855e-08 -7.05463e-09 1.08545e-08 1.73011e-08 5.53077e-08 2.84611e-07 3.21708e-08 1.94901e-07 7.91295e-09 -1.16959e-07 4.26434e-08 3.49633e-08 1.13108e-07 2.78057e-07 6.2462e-07 -6.04472e-08 -2.30151e-08 -2.45266e-07 -3.53292e-08 -3.16825e-09 9.24647e-08
internal_weight=0 3100 3078 3042 3016 2993 2969 2943 2918 1267 1651 1228 1192 611 56 555 72 483 86 57 397 188 85 42 43 103 40 209 1627 51
internal_count=3121 3100 3078 3042 3016 2993 2969 2943 2918 1267 1651 1228 1192 611 56 555 72 483 86 57 397 188 85 42 43 103 40 209 1627 51
is_linear=0
shrinkage=0.1


Tree=9776
num_leaves=31
num_cat=0
split_feature=1429 475 132 50 1185 1203 403 1212 1210 3 401 484 159 12 12 12 12 402 12 16 12 12 2 42 402 133 52 403 0 4
split_gain=4.06456e-11 9.14443e-11 3.90939e-11 1.0455e-09 6.81786e-10 1.32417e-10 4.60243e-11 2.27034e-10 1.70392e-10 3.68975e-10 1.11741e-10 1.07242e-10 3.13235e-10 8.90177e-11 3.42938e-10 3.25902e-10 4.14266e-10 3.72379e-10 2.8015e-10 3.76452e-10 2.62031e-10 2.41331e-10 1.84736e-10 3.88024e-10 2.26544e-10 2.39711e-10 1.97592e-10 2.94922e-10 2.24807e-10 1.6347e-10
threshold=-0.23752499999999996 0.13528000000000004 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.0047449999999999992 -0.087764999999999996 -0.064799999999999983 -0.081644999999999981 -1.0000000180025095e-35 -0.081614999999999979 -0.083839999999999984 0.093765000000000015 0.095935000000000006 0.092355000000000007 0.091545000000000015 -0.09849999999999999 0.089885000000000007 -0.082404999999999992 0.096830000000000013 0.089150000000000021 0.085485000000000019 0.088465000000000002 -0.0088649999999999979 -0.014339999999999997 0.086450000000000013 -0.085729999999999987 -0.085939999999999989 -0.084564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 7 -6 9 -8 -10 -9 -13 15 -15 16 18 -17 21 -20 -16 22 23 26 -24 -26 28 -28 -14 -30
right_child=1 -3 4 -5 6 -7 8 11 10 -11 -12 12 13 14 20 17 -18 -19 19 -21 -22 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=-1.3543470868429806e-07 -1.9058129889041693e-09 2.0893663217759152e-07 -5.5809655712189196e-07 7.2936413722857204e-07 3.5656851338217166e-07 -2.7336440155067977e-07 9.9554606691754094e-08 -1.6405704990063443e-07 1.7516050026041999e-07 -5.006032519225928e-07 -4.9593649703138763e-09 4.1274674799751665e-07 -1.095410352901029e-07 -3.8619155419566526e-07 2.953492104150148e-07 -1.5935256669763476e-10 -4.0658722938409799e-07 6.1006946694419639e-07 -4.0452892484665883e-08 5.5899765614759129e-07 -6.3755703290712282e-08 -3.1375136055213146e-07 -6.5686257420970335e-08 -4.0353873416165702e-07 3.5440383986237324e-08 4.332475716258462e-07 -4.0558870931694067e-07 7.6451237873698127e-08 8.685046043777425e-08 4.3447777754816271e-07
leaf_weight=22 177 21 22 20 20 20 20 32 35 21 2161 20 28 26 26 20 23 20 20 22 93 23 36 25 28 33 22 30 31 24
leaf_count=22 177 21 22 20 20 20 20 32 35 21 2161 20 28 26 26 20 23 20 20 22 93 23 36 25 28 33 22 30 31 24
internal_value=0 9.7072e-10 -4.4815e-10 4.04731e-08 -3.55193e-09 -2.94651e-08 7.45351e-10 2.52894e-08 -5.8597e-09 -2.07843e-07 -2.0886e-09 1.39052e-08 2.42594e-08 9.59947e-09 -5.71806e-08 3.47504e-08 3.42231e-09 3.04955e-07 3.27087e-08 2.73545e-07 1.47042e-08 -3.41674e-09 2.43564e-08 -4.16575e-08 1.33245e-07 2.50648e-07 2.53575e-08 -1.27489e-07 1.21117e-07 2.38542e-07
internal_weight=0 3099 3078 217 2861 197 2839 602 2237 41 2196 582 550 530 145 385 345 40 322 42 119 280 257 160 97 61 135 52 83 55
internal_count=3121 3099 3078 217 2861 197 2839 602 2237 41 2196 582 550 530 145 385 345 40 322 42 119 280 257 160 97 61 135 52 83 55
is_linear=0
shrinkage=0.1


Tree=9777
num_leaves=31
num_cat=0
split_feature=120 1 120 2 9 9 41 41 3 10 34 10 15 1 4 131 149 1 1 2 49 4 43 4 447 1 1 43 45 15
split_gain=3.58952e-11 7.4752e-11 1.77704e-10 7.12855e-11 6.32695e-11 9.24147e-11 8.96902e-11 1.65629e-10 7.88328e-11 5.92544e-11 6.47373e-11 1.10212e-10 4.39101e-11 4.35041e-11 9.55296e-11 9.48555e-11 8.15558e-11 6.47986e-11 3.08833e-10 7.01384e-10 1.9236e-10 1.84388e-10 1.36088e-10 1.53203e-10 1.16078e-10 1.27424e-10 2.79667e-10 2.51137e-10 1.07864e-10 1.05248e-10
threshold=0.09852000000000001 0.16540500000000002 1.0000000180025095e-35 0.31358000000000003 0.092890000000000014 0.088235000000000022 0.086565000000000017 0.091290000000000024 -0.020429999999999997 -0.086389999999999981 -0.097449999999999981 1.0000000180025095e-35 -0.56020999999999987 0.13756000000000004 0.41257000000000005 0.13857500000000003 0.091325000000000003 0.11249000000000002 0.10920500000000001 0.11215000000000001 0.15266500000000002 0.41257000000000005 -0.05647499999999999 0.010840000000000001 0.091515000000000013 0.107145 0.10587000000000001 -0.073404999999999984 0.082470000000000016 -0.065449999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 -8 -6 -1 -11 12 -12 15 -15 16 17 18 21 -20 22 24 29 -24 25 26 28 -27 -14 -19
right_child=-2 -3 -4 -5 8 -7 7 -9 -10 10 11 -13 13 14 -16 -17 -18 20 19 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-1.3598923972625871e-07 -1.2446176053453716e-07 1.7672682262788915e-07 -2.7736451883079693e-07 1.8099938892326215e-07 -5.4849457999649615e-09 -1.855633609306164e-07 3.373519212666245e-07 2.052167920310515e-08 2.6597690641949614e-07 1.7806495257843836e-07 -1.4137192556001374e-07 -2.1586416668976463e-07 9.1122374129138382e-10 -4.24967326705061e-08 2.0381410572589687e-07 -2.1841978139036653e-07 -1.5607114305842543e-07 5.7804683518223587e-08 8.9239945921804075e-08 -6.2794061477688962e-07 -2.3170707501256923e-07 2.6276898792174405e-07 3.0532657907163716e-08 2.7933006256313838e-07 -2.2867655269981864e-07 -7.1514581350129451e-08 -3.0955421795530632e-07 4.2962145712976968e-07 2.3417190533336907e-07 -1.9831229544869143e-07
leaf_weight=33 23 24 23 22 23 27 22 66 20 20 22 24 2253 31 32 20 33 68 30 25 21 27 45 55 22 20 29 20 20 21
leaf_count=33 23 24 23 22 23 27 22 66 20 20 22 24 2253 31 32 20 33 68 30 25 21 27 45 55 22 20 29 20 20 21
internal_value=0 9.27541e-10 -4.44998e-10 1.64256e-09 3.39873e-10 -1.39448e-09 2.86009e-10 9.97292e-08 1.20776e-07 -2.76206e-09 -1.21291e-09 -2.48528e-09 -6.52393e-10 4.64429e-10 8.26135e-08 -1.44602e-09 1.67772e-10 2.10899e-09 -2.46768e-09 -2.36751e-07 5.54164e-08 2.92153e-09 8.7319e-08 1.67371e-07 -4.62749e-11 2.1014e-09 -9.73348e-10 1.79053e-07 2.96367e-09 -2.62741e-09
internal_weight=0 3098 3074 3051 3029 2986 2959 88 43 2871 2838 2818 2794 2772 63 2709 2689 2656 2446 55 210 2391 189 100 2364 2342 2302 40 2273 89
internal_count=3121 3098 3074 3051 3029 2986 2959 88 43 2871 2838 2818 2794 2772 63 2709 2689 2656 2446 55 210 2391 189 100 2364 2342 2302 40 2273 89
is_linear=0
shrinkage=0.1


Tree=9778
num_leaves=31
num_cat=0
split_feature=1429 156 50 1 50 1425 156 156 3 156 156 156 1429 2 156 1371 1374 1374 156 150 147 1348 475 157 45 11 9 8 9 150
split_gain=3.66166e-11 8.21646e-11 3.9391e-11 1.83873e-10 1.13543e-10 3.97044e-11 4.595e-11 1.0581e-10 2.56438e-10 2.1762e-10 1.04077e-10 8.40691e-11 2.67681e-10 4.03885e-10 9.21536e-11 1.29248e-10 1.87293e-10 9.82605e-11 3.38933e-10 1.52561e-10 1.41137e-10 1.0265e-10 7.94906e-11 1.27088e-10 7.51032e-11 1.47558e-10 8.85324e-11 1.95936e-10 1.42121e-10 7.70502e-11
threshold=-0.23752499999999996 0.32523500000000005 0.13857500000000003 0.099990000000000009 0.13522500000000001 0.10034500000000002 0.10068000000000001 0.092385000000000009 -0.080734999999999987 0.091255000000000017 0.090100000000000013 0.087720000000000006 0.084770000000000012 0.08708500000000001 0.087400000000000019 0.084775000000000017 0.087855000000000016 -0.23605499999999999 0.086340000000000014 0.12706500000000001 0.097985000000000017 0.08784500000000002 0.05680000000000001 0.084490000000000023 0.094030000000000016 -1.0000000180025095e-35 0.091600000000000015 0.097795000000000007 0.085555000000000006 0.098740000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 9 -9 10 11 14 13 -13 15 16 17 -2 19 20 21 22 23 24 25 -19 28 -28 29 -27
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12 12 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-1.2855227637942335e-07 1.7414779699445337e-07 2.0294871717396744e-07 -2.9858636804400033e-07 7.7227412778787165e-08 2.0154005834375052e-07 -1.2626769387225068e-07 5.3293012926254109e-08 8.4925566474163885e-08 -3.9790466814793036e-07 3.2050214645637642e-07 -2.1927012719464242e-07 -4.2801727963912778e-08 -1.7223767424018825e-07 5.7031321887279773e-07 -1.9870042891056983e-07 -2.2371962907859949e-07 2.268620546135796e-07 2.6814243170747436e-07 -4.0505144746865496e-07 2.7345023731584203e-07 -2.1588823583882796e-07 2.2444982199942846e-07 -1.8042641755755542e-07 1.8271990895939512e-07 -1.8795225920278178e-07 -1.514845052221089e-09 -3.6450701981850997e-07 6.7471967534786583e-08 2.5694478187872283e-07 -1.213225105154627e-07
leaf_weight=22 31 20 23 30 28 25 155 22 22 21 22 22 22 21 24 26 36 20 21 20 31 20 25 37 22 2235 21 21 21 55
leaf_count=22 31 20 23 30 28 25 155 22 22 21 22 22 22 21 24 26 36 20 21 20 31 20 25 37 22 2235 21 21 21 55
internal_value=0 9.16093e-10 -3.96233e-10 -8.58616e-08 1.10068e-09 -7.71334e-10 2.83967e-10 -2.63172e-09 -1.5649e-07 -1.91292e-10 -2.63755e-09 -8.92437e-10 1.11472e-07 2.56627e-07 -3.63202e-09 -1.86001e-09 3.45017e-10 -2.81569e-09 -4.96785e-09 -1.64437e-09 -3.83811e-09 -1.18427e-09 -3.02094e-09 -1.19728e-09 -4.03859e-09 -2.33353e-09 -4.63252e-09 -1.48518e-07 -2.01756e-09 -4.39232e-09
internal_weight=0 3099 3079 53 3026 2998 2973 2818 44 2774 2753 2731 65 43 2666 2642 2616 2580 2549 2528 2508 2477 2457 2432 2395 2373 2353 42 2311 2290
internal_count=3121 3099 3079 53 3026 2998 2973 2818 44 2774 2753 2731 65 43 2666 2642 2616 2580 2549 2528 2508 2477 2457 2432 2395 2373 2353 42 2311 2290
is_linear=0
shrinkage=0.1


Tree=9779
num_leaves=31
num_cat=0
split_feature=156 472 1429 157 50 2 50 46 47 47 47 1452 120 33 1428 156 12 49 156 159 1455 482 1 42 1371 1427 1213 1213 1213 16
split_gain=4.44117e-11 6.52211e-11 4.36165e-11 5.87382e-11 4.64995e-11 1.89988e-10 1.12688e-10 4.72229e-11 6.08651e-11 3.16956e-10 2.28449e-10 6.33236e-11 6.12141e-11 6.80575e-11 5.73598e-11 6.11421e-11 1.87714e-10 1.31615e-10 9.21041e-11 6.12898e-11 1.07321e-10 1.98354e-10 4.57515e-10 1.63874e-10 7.69588e-11 1.00339e-10 7.45298e-11 9.1382e-11 1.31251e-10 8.94475e-11
threshold=0.3248100000000001 -0.097514999999999977 0.12387000000000002 0.41580000000000006 0.13857500000000003 0.10402500000000002 0.13522500000000001 0.10123000000000001 0.092165000000000011 0.09585500000000001 0.088915000000000008 -0.073879999999999987 0.09852000000000001 -0.012019999999999998 -0.020064999999999996 -0.065739999999999979 0.091545000000000015 0.08610000000000001 -0.0011799999999999998 -0.47115499999999993 -0.097209999999999977 0.097415000000000015 0.096325000000000008 0.15665000000000004 0.08976000000000002 0.087520000000000001 -0.43370499999999995 -0.24064499999999997 -0.15413999999999997 0.064860000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 8 10 -10 11 -3 13 -13 -15 16 17 -16 -17 -20 -21 23 -23 24 25 26 -22 -28 -29 -30
right_child=-2 2 -4 -5 5 -7 -8 -9 9 -11 -12 12 -14 14 15 18 -18 -19 19 20 21 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=1.8103723249396355e-07 -1.3843613359036364e-07 1.5501127782394739e-07 -1.4043198226106184e-07 1.5054189263379998e-07 1.3611227461493317e-07 -2.4326878834320576e-07 2.0464313479351404e-07 1.4883716138077336e-07 -3.9330274373601997e-07 -1.3615145809418725e-08 2.6062683880337876e-07 1.6716534174676669e-07 -1.7187096776048011e-07 -1.3948032337414891e-07 -2.2115333301542252e-07 -2.0667429574607678e-07 3.1104815298022003e-07 1.2960489273871684e-07 -1.6014279028790196e-07 -1.8748833952031418e-07 1.1330300775887082e-07 -3.9738319791516966e-08 5.2087184473729548e-07 -2.5150235912336101e-07 -1.8101172901444205e-07 1.8765021795128053e-07 -1.5624707658227972e-07 2.4319269998200483e-07 6.0991052993479428e-09 -5.2702812000630588e-08
leaf_weight=20 23 26 22 26 22 33 27 21 24 262 34 24 21 30 20 22 25 23 24 30 57 37 24 26 23 29 38 22 1804 302
leaf_count=20 23 26 22 26 22 33 27 21 24 262 34 24 21 30 20 22 25 23 24 30 57 37 24 26 23 29 38 22 1804 302
internal_value=0 1.0372e-09 -1.32392e-10 8.77619e-10 -4.06629e-10 -9.15164e-08 1.27775e-09 -5.84821e-10 -1.65686e-09 -4.5477e-08 3.08853e-09 -2.70238e-10 -1.83448e-09 -4.39654e-10 -2.02582e-09 -3.80316e-10 9.31478e-08 -3.35385e-08 -2.98898e-09 -1.13422e-09 4.61179e-10 2.84834e-09 1.8083e-07 -1.86998e-09 9.82965e-10 2.8417e-09 4.30796e-10 -2.53953e-09 2.05252e-10 -2.33308e-09
internal_weight=0 3098 3078 3056 3030 55 2975 2948 2927 286 2641 2607 2581 2560 2536 2506 68 43 2438 2416 2392 2362 61 2301 2275 2252 2223 2166 2128 2106
internal_count=3121 3098 3078 3056 3030 55 2975 2948 2927 286 2641 2607 2581 2560 2536 2506 68 43 2438 2416 2392 2362 61 2301 2275 2252 2223 2166 2128 2106
is_linear=0
shrinkage=0.1


Tree=9780
num_leaves=31
num_cat=0
split_feature=130 1 1132 39 33 15 106 34 34 9 376 45 0 0 13 1213 4 16 16 16 2 1 1429 15 1375 12 12 0 402 16
split_gain=4.20634e-11 6.86991e-11 3.8816e-11 4.4015e-11 1.6594e-10 9.22691e-11 5.12104e-11 9.5148e-11 8.52668e-11 8.44561e-11 6.60478e-11 5.56552e-11 4.56046e-11 2.05238e-10 5.71571e-10 1.76228e-10 3.89316e-10 1.35754e-10 1.04923e-09 6.05821e-10 2.8686e-10 6.44234e-10 4.60267e-10 3.93992e-10 2.81419e-10 2.39141e-10 4.88677e-10 4.08751e-10 3.62633e-10 1.92602e-10
threshold=-0.23123999999999997 0.16540500000000002 -0.078654999999999989 -1.0000000180025095e-35 -0.009184999999999997 -0.026084999999999994 0.089100000000000026 -0.08786999999999999 -0.084564999999999987 -0.013509999999999999 0.087010000000000018 0.094030000000000016 -0.080689999999999984 -0.079829999999999998 -0.070304999999999992 0.104315 -0.074729999999999977 -0.056919999999999991 -0.046599999999999996 -0.062804999999999986 0.087015000000000023 0.092695000000000013 0.083725000000000008 0.11842000000000001 -0.15308499999999997 0.083715000000000026 0.083985000000000018 -0.08824499999999999 0.085720000000000018 -0.021269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 7 -6 -9 -10 11 12 17 14 -14 -15 -17 19 -19 -11 21 22 25 24 -22 27 -27 -20 29 -28
right_child=1 -3 3 4 6 -7 -8 8 9 10 -12 -13 13 15 -16 16 -18 18 20 -21 23 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=1.3473882285839152e-07 -1.3845892269159776e-07 -1.5981245722000664e-07 -6.5270857163568509e-09 -2.3433954647581839e-07 2.2059378374628124e-07 2.6136247697650107e-07 -1.4344691727785631e-07 -1.943931057336489e-07 1.5990231079101973e-07 6.5829734622731388e-10 1.3990974944863077e-07 -1.314335278834733e-07 -5.1350405210352312e-07 -1.0958402659871497e-08 4.0725934544919869e-08 4.8837697984280031e-07 -1.2122919628154706e-07 7.4318586484878324e-07 4.7553854284646233e-08 -5.297864339710983e-07 3.8018258914007678e-07 -5.5830359391838226e-07 -4.4223261565047204e-07 5.0534921226266127e-07 3.0651196316296413e-08 5.1788108716976928e-07 3.850084351597616e-07 -4.8867472655512674e-07 -3.2433358943724978e-07 4.3887225550006309e-08
leaf_weight=23 20 27 36 30 20 20 24 22 34 1010 34 32 30 1012 49 22 20 21 44 22 25 23 22 21 293 24 20 21 24 96
leaf_count=23 20 27 36 30 20 20 24 22 34 1010 34 32 30 1012 49 22 20 21 44 22 25 23 22 21 293 24 20 21 24 96
internal_value=0 -9.97021e-10 3.99273e-10 1.30952e-09 -3.32865e-10 8.91478e-08 2.03483e-09 3.22203e-09 1.73369e-09 3.22206e-09 1.36268e-09 -3.01256e-10 1.19793e-09 -1.42804e-08 -1.69741e-07 -2.62827e-09 1.98088e-07 1.17243e-08 4.81438e-08 -1.06496e-08 2.43332e-08 -5.1757e-08 -5.34038e-09 8.58339e-08 5.81301e-08 3.66318e-08 1.00966e-07 -1.25689e-07 2.94953e-08 1.02701e-07
internal_weight=0 3098 3071 3051 2995 56 2965 2941 2921 2899 2865 2831 2799 1133 79 1054 42 1666 634 1032 613 274 251 339 318 229 164 65 140 116
internal_count=3121 3098 3071 3051 2995 56 2965 2941 2921 2899 2865 2831 2799 1133 79 1054 42 1666 634 1032 613 274 251 339 318 229 164 65 140 116
is_linear=0
shrinkage=0.1


Tree=9781
num_leaves=31
num_cat=0
split_feature=11 1429 1420 475 471 1429 475 474 52 12 1 133 475 475 1429 1429 475 13 1429 1372 484 156 484 484 482 482 482 2 133 3
split_gain=3.94523e-11 3.78592e-11 7.31702e-11 6.26481e-11 1.22383e-10 8.58608e-11 8.35643e-11 9.84348e-11 5.83081e-11 2.27125e-10 4.37185e-10 1.46071e-10 1.33828e-10 6.81263e-11 1.242e-10 7.83057e-11 6.18838e-11 3.57954e-10 2.40835e-10 1.30998e-10 7.155e-11 3.10461e-10 1.95177e-10 1.7458e-10 1.13046e-10 3.38541e-10 2.71871e-10 1.641e-10 2.22653e-10 3.80978e-10
threshold=-0.072629999999999986 0.12521000000000002 -0.086589999999999986 -0.50059999999999982 0.10338500000000002 0.11181500000000001 -0.24431999999999998 -0.095399999999999985 -0.55061999999999989 0.095330000000000012 0.096125000000000016 0.086990000000000012 0.087550000000000017 0.016915000000000003 -0.090064999999999992 -0.026244999999999997 -0.085719999999999977 -0.085804999999999979 0.08401500000000002 -0.081219999999999987 0.073690000000000019 0.091255000000000017 0.085515000000000022 0.058970000000000009 0.090355000000000005 0.098465000000000011 0.085875000000000021 0.083995000000000014 0.090665000000000009 -0.087129999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 9 10 11 -9 13 14 -10 -16 17 -17 -19 -18 23 22 -22 -21 26 -26 27 -24 29 -29
right_child=1 -3 3 4 -6 -7 7 8 12 -11 -12 -13 -14 -15 15 16 19 18 -20 20 21 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.3659540268831519e-07 -1.8598262732623318e-07 1.3807345112581969e-07 1.7772615457545271e-07 -1.8164860830438557e-07 -2.4639540185944497e-07 2.0830109676239774e-07 1.6629863045144096e-07 2.1506267955828664e-07 2.3801423041773393e-07 2.1196491459818392e-07 -5.2306183481900723e-07 -1.6255264952070277e-07 1.9955915404862628e-07 -1.7531467933131559e-07 -1.7325630953844387e-07 3.9261412019606307e-07 -2.3406725955984107e-07 -3.343596949179073e-07 1.0296341112002531e-07 -2.2496546836343944e-09 3.0268276457367067e-07 4.2901580982857012e-07 2.1110629358897119e-07 -2.9185524667917937e-07 3.9875557339049313e-07 -7.4139434312106772e-08 -3.9113375767859299e-07 -4.4263246608082869e-07 2.3760360306823714e-07 1.4679897005923488e-08
leaf_weight=21 21 20 20 25 20 20 36 20 22 20 23 21 34 22 26 26 24 20 34 2366 22 20 28 21 24 41 21 27 20 56
leaf_count=21 21 20 20 25 20 20 36 20 22 20 23 21 34 22 26 26 24 20 34 2366 22 20 28 21 24 41 21 27 20 56
internal_value=0 9.33074e-10 4.25524e-11 1.31961e-09 1.58662e-10 1.79201e-09 4.14825e-10 1.94528e-09 -6.85758e-11 -8.21842e-08 -1.74106e-07 2.165e-08 2.34828e-09 -2.94366e-11 1.34879e-09 -5.26802e-10 1.10628e-09 8.77691e-08 -5.90081e-08 -1.49036e-09 6.19179e-10 5.05405e-08 1.88689e-08 -4.7975e-09 -9.90482e-09 1.00468e-07 -5.71037e-08 -3.5569e-09 -6.19119e-08 -1.34084e-07
internal_weight=0 3100 3080 3059 3039 3019 2999 2974 2938 84 64 41 2854 2820 2798 2776 2750 80 54 2670 2646 259 239 2387 217 65 152 131 103 83
internal_count=3121 3100 3080 3059 3039 3019 2999 2974 2938 84 64 41 2854 2820 2798 2776 2750 80 54 2670 2646 259 239 2387 217 65 152 131 103 83
is_linear=0
shrinkage=0.1


Tree=9782
num_leaves=31
num_cat=0
split_feature=1429 156 474 0 474 14 1455 157 133 474 1373 4 1373 1375 151 150 147 1348 1375 474 474 1447 123 12 12 12 52 1 1 1
split_gain=3.61339e-11 8.14787e-11 4.62239e-11 2.38011e-10 2.09261e-10 1.33226e-10 3.42542e-10 1.14395e-10 1.98163e-10 9.89831e-11 6.42973e-11 1.51257e-10 1.33366e-10 1.09782e-10 1.71984e-10 1.0597e-10 1.06068e-10 9.99154e-11 8.18463e-11 5.84438e-11 1.46478e-10 6.84833e-11 6.05869e-11 6.75374e-11 3.02345e-10 2.60231e-10 2.50665e-10 1.71349e-10 7.44044e-10 1.42553e-09
threshold=-0.23752499999999996 0.32523500000000005 0.090440000000000006 0.030935000000000004 0.089130000000000015 -0.31455999999999995 0.078065000000000009 -0.06482499999999998 0.087170000000000011 0.11381000000000001 0.085550000000000015 0.0012600000000000003 1.0000000180025095e-35 -0.090674999999999992 -0.0077149999999999988 0.12706500000000001 0.097985000000000017 0.088590000000000016 -0.066804999999999989 0.087745000000000017 0.085860000000000006 -0.11565499999999999 0.11679000000000002 0.084535000000000013 0.08493500000000001 0.084225000000000008 -1.0000000180025095e-35 0.080270000000000022 0.09202500000000001 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 10 -4 7 8 -7 -9 12 -12 13 14 -2 16 17 18 -15 20 21 -20 23 25 26 27 -25 -23 -29 -30
right_child=1 -3 3 -5 -6 6 -8 9 -10 -11 11 -13 -14 15 -16 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-1.2770558244829482e-07 4.5007644152916242e-09 2.0209414628880042e-07 1.7377260519424453e-07 -3.7468487818159707e-07 2.8511036195875652e-07 -1.8414812629776953e-08 -4.0434775611253786e-07 -2.2774829423392127e-07 3.5933598452754184e-07 6.4151099162959985e-08 -2.6723443978328631e-07 7.886452682787817e-08 2.3686819522102575e-07 1.6582278423271648e-07 -3.2753212885803751e-07 1.9009509874952833e-07 -1.7707309865930697e-07 2.2057894876562993e-07 1.5920702380796044e-07 1.3401883744990072e-07 -2.0814951372973585e-07 4.9143931514232479e-08 1.5399709423036257e-07 -1.0768372504799119e-08 8.8771971753882449e-10 -3.060253261022439e-07 4.1397044781481809e-07 -3.2905248870562791e-07 7.8747501016158081e-07 -4.0285302692224855e-08
leaf_weight=22 39 20 32 20 26 41 23 26 21 21 28 23 24 30 26 30 33 21 27 32 34 269 25 24 1654 32 33 80 22 383
leaf_count=22 39 20 32 20 26 41 23 26 21 21 28 23 24 30 26 30 33 21 27 32 34 269 25 24 1654 32 33 80 22 383
internal_value=0 9.06575e-10 -4.00263e-10 -4.90011e-08 2.6887e-09 -9.28359e-09 -5.36609e-08 2.03373e-08 1.09533e-07 -9.73252e-08 1.29289e-10 -1.11151e-07 2.14323e-09 1.26977e-10 -1.28312e-07 3.18618e-09 1.10864e-09 3.31419e-09 1.58922e-09 -2.94916e-10 -1.95889e-09 7.91399e-10 -9.04565e-10 -2.45544e-09 8.69133e-09 -2.67202e-08 2.35133e-07 -1.48664e-08 -5.03691e-08 4.67946e-09
internal_weight=0 3099 3079 184 2895 164 132 109 62 47 2869 51 2818 2794 65 2729 2699 2666 2645 2615 2583 2549 2522 2497 1711 786 57 754 485 405
internal_count=3121 3099 3079 184 2895 164 132 109 62 47 2869 51 2818 2794 65 2729 2699 2666 2645 2615 2583 2549 2522 2497 1711 786 57 754 485 405
is_linear=0
shrinkage=0.1


Tree=9783
num_leaves=31
num_cat=0
split_feature=156 475 474 1429 153 1429 0 51 2 2 132 1203 394 50 16 124 43 13 16 133 1 3 13 49 42 12 3 484 4 4
split_gain=4.29299e-11 7.49721e-11 3.72734e-11 3.89491e-11 6.46571e-11 4.31857e-11 1.75126e-10 2.68951e-10 4.34788e-10 3.18663e-10 3.77281e-11 1.15509e-09 5.68807e-10 2.05955e-10 3.89461e-11 1.42327e-10 1.51365e-10 1.92807e-10 2.85455e-10 2.49474e-10 6.82663e-10 2.3173e-10 2.22338e-10 1.92457e-10 2.76709e-10 1.58299e-10 1.26139e-10 1.21177e-10 1.1391e-10 1.713e-10
threshold=0.3248100000000001 0.13528000000000004 0.11421000000000002 0.11475 0.082840000000000011 -0.0079199999999999982 -0.091069999999999984 -0.14283999999999999 0.086950000000000013 0.10060500000000001 -0.083284999999999984 0.089480000000000018 0.12358500000000001 0.097510000000000013 0.071345000000000006 -1.0000000180025095e-35 -0.095589999999999994 -0.07692499999999998 0.27776000000000006 0.090665000000000009 1.0000000180025095e-35 -0.076234999999999983 -0.070304999999999992 0.10877000000000002 -0.10071499999999999 0.099100000000000008 -0.085709999999999995 0.073690000000000019 -0.15289999999999995 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9 -10 11 13 14 -7 28 -16 23 18 26 20 -19 -21 -22 24 -17 -26 -18 -28 -12 -30
right_child=-2 -3 -4 -5 -6 10 7 8 9 -11 12 -13 -14 -15 15 16 17 19 -20 21 22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-1.9876464468400933e-07 -1.361076936953633e-07 1.8932467604654017e-07 -1.0597245388012335e-07 1.1621761892154704e-07 -1.5428342052814515e-07 -6.3936391478327374e-10 4.2626604113138455e-07 3.5979606437308577e-07 -4.2059305699289642e-07 1.1175652308217175e-07 1.0600592402199646e-07 7.626068381583195e-07 -5.3574139524670272e-07 -3.3968413021057131e-07 1.8152947942458773e-07 -3.2074370973792352e-07 1.1635797146812944e-07 -5.8741778689506778e-07 3.1182192235708805e-07 2.5529460501161338e-07 -3.6809848454181937e-07 -1.8192154323576854e-07 -1.4220325245841908e-08 3.3831502605607965e-07 -2.9619183204597388e-08 3.0014062465018776e-07 -3.4823410322544422e-07 -4.2989385562464126e-09 -2.9149590858423834e-07 2.5564838554257947e-09
leaf_weight=21 23 21 33 29 27 172 22 25 23 22 106 20 20 20 30 21 22 35 27 27 22 22 92 20 37 24 21 20 20 2097
leaf_count=21 23 21 33 29 27 172 22 25 23 22 106 20 20 20 30 21 22 35 27 27 22 22 92 20 37 24 21 20 20 2097
internal_value=0 1.01912e-09 -2.66037e-10 8.79927e-10 -2.29457e-10 1.1626e-09 6.18027e-08 1.2128e-07 2.54272e-08 -1.60333e-07 -1.22082e-09 3.93796e-08 -4.453e-09 -3.59565e-08 -4.32659e-10 -2.83599e-08 -4.45053e-08 -8.15806e-08 3.97797e-08 -1.36744e-07 -2.01114e-07 5.89935e-08 -8.25126e-08 6.01779e-08 -7.6604e-09 1.00122e-07 -7.68098e-08 -1.80461e-07 4.84375e-09 -2.21526e-10
internal_weight=0 3098 3077 3044 3015 2988 113 92 70 45 2875 212 2663 192 2643 420 390 288 90 198 149 49 114 102 82 61 63 41 2223 2117
internal_count=3121 3098 3077 3044 3015 2988 113 92 70 45 2875 212 2663 192 2643 420 390 288 90 198 149 49 114 102 82 61 63 41 2223 2117
is_linear=0
shrinkage=0.1


Tree=9784
num_leaves=31
num_cat=0
split_feature=132 1185 1203 130 121 33 156 475 3 41 402 129 52 0 13 0 2 1 3 2 132 12 12 42 0 9 2 15 11 1210
split_gain=3.95855e-11 2.22029e-10 1.06167e-10 3.65939e-11 6.64855e-11 4.88312e-11 3.47525e-11 7.35917e-11 4.03496e-11 1.63679e-10 1.35267e-10 1.80706e-10 3.72488e-10 1.07703e-10 3.24224e-10 1.18201e-10 1.04088e-10 1.32028e-10 1.46221e-10 1.30165e-10 1.26078e-10 1.4982e-10 1.64961e-10 1.14121e-10 1.10834e-10 9.6264e-11 2.08157e-10 8.89955e-11 8.66811e-11 7.25842e-11
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.23123999999999997 -0.094339999999999993 -0.044254999999999996 0.3248100000000001 0.13528000000000004 -0.096544999999999978 0.08690500000000001 0.086795000000000011 0.085135000000000016 -0.010739999999999998 0.10455500000000001 -0.029529999999999997 0.051010000000000007 0.082850000000000021 0.081315000000000012 -0.13309499999999996 0.11548000000000001 0.081160000000000024 0.099400000000000002 0.095935000000000006 0.084145000000000011 -0.080499999999999988 0.091600000000000015 -0.055814999999999997 -0.072289999999999979 0.078065000000000009 -0.40154499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 7 8 10 13 11 16 -13 15 -15 25 17 -7 -19 20 21 22 23 28 -25 26 -10 -21 -18 -28
right_child=1 3 -4 4 5 6 -8 -9 9 -11 -12 12 -14 14 -16 -17 19 18 -20 27 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-1.4423874097862197e-08 3.2709653523744196e-07 1.2638538501742796e-07 -2.227249670535717e-07 -1.7753428340126579e-07 1.5297875007393356e-07 -2.8103739047626576e-07 -1.2249692457297226e-07 1.9206426514983833e-07 3.1310632574708225e-07 -2.8352255190795752e-07 -1.5219762232732138e-07 -6.0263510383926841e-08 5.1529152432541865e-07 -4.5809119555428882e-07 7.3129314199288979e-08 2.1625534409963622e-07 2.0728121953374176e-07 1.3550025833390412e-07 -1.8688382118862517e-07 1.765980687399146e-08 2.4997612761978872e-07 2.6586396091732709e-07 -2.5737653771784611e-07 1.013974361913348e-07 -2.0491627731610571e-07 -2.0159382992564667e-07 1.6973204945240167e-07 -2.5853186755853132e-07 -4.3266208171743875e-09 -5.1280823317645671e-09
leaf_weight=194 21 23 28 21 21 23 23 20 21 21 38 22 23 20 27 25 49 34 24 28 38 27 20 21 27 24 24 20 32 2182
leaf_count=194 21 23 28 21 21 23 23 20 21 21 38 22 23 20 27 25 49 34 24 28 38 27 20 21 27 24 24 20 32 2182
internal_value=0 3.11805e-09 -4.06961e-08 7.54066e-10 -2.58025e-10 1.0556e-09 -7.85623e-11 9.30621e-10 -4.49405e-10 -5.59465e-09 2.78615e-08 4.54961e-08 2.33909e-07 -3.08217e-09 -1.52922e-07 1.20642e-11 2.07773e-08 -7.82971e-08 2.09995e-09 5.14071e-08 8.47889e-08 4.91235e-08 9.84835e-09 5.12786e-08 -7.0904e-08 -2.38957e-09 -2.42781e-10 -9.74201e-08 1.23683e-07 -3.22571e-09
internal_weight=0 2899 222 2878 2855 2834 2813 2790 2770 2344 426 388 45 2323 47 2276 343 81 58 262 214 176 149 129 48 2251 2227 48 81 2206
internal_count=3121 2899 222 2878 2855 2834 2813 2790 2770 2344 426 388 45 2323 47 2276 343 81 58 262 214 176 149 129 48 2251 2227 48 81 2206
is_linear=0
shrinkage=0.1


Tree=9785
num_leaves=31
num_cat=0
split_feature=142 11 33 147 147 47 47 9 0 47 3 484 160 484 4 43 1 45 47 43 4 0 132 1185 1203 43 43 3 0 15
split_gain=3.71601e-11 1.24033e-10 6.6783e-11 5.74804e-11 5.46055e-11 4.41287e-11 3.0648e-10 2.61597e-10 5.75267e-10 1.29692e-10 6.51533e-11 9.16552e-11 8.84565e-11 1.3496e-10 7.45784e-11 1.30065e-10 6.62571e-11 1.99255e-10 4.98659e-11 4.85163e-11 5.58481e-11 6.08426e-11 4.47971e-11 1.9857e-10 8.40369e-11 5.1357e-11 8.58419e-11 2.27501e-10 2.38875e-10 1.10047e-10
threshold=-0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.099730000000000027 0.093875000000000014 0.094160000000000008 0.096475000000000019 0.087755000000000014 -0.062294999999999996 0.091340000000000018 -0.078084999999999988 -0.073334999999999984 -0.085024999999999989 -0.075319999999999984 -0.033174999999999989 -0.076124999999999984 0.099990000000000009 0.10331000000000001 0.089640000000000011 -0.077319999999999986 0.08184000000000001 -0.14001499999999997 -0.083174999999999985 -0.014244999999999999 0.088820000000000024 0.26450500000000005 0.084740000000000024 -0.087429999999999994 -0.096374999999999975 0.089595000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 9 -9 18 12 -12 -8 -14 -15 -16 -13 19 22 -18 -21 -22 24 -24 -4 26 -25 -28 -29 -30
right_child=1 2 3 -5 -6 6 10 8 -10 -11 11 16 13 14 15 -17 17 -19 -20 20 21 -23 23 25 -26 -27 27 28 29 -31
leaf_value=1.2395397986549501e-07 -2.1047563265597093e-07 -1.6182252193175375e-07 -2.007026397713989e-08 1.2789927572340631e-07 -1.4350774753834317e-07 4.064694742228745e-07 1.3827070662583455e-07 -6.4247653270399501e-07 6.512204692865209e-08 2.5572007871232928e-07 2.3695311201861289e-07 -1.1316092789864594e-07 -3.0226791913889883e-07 -1.4807959734260599e-07 1.7889435391973696e-07 -1.4819776893659765e-07 -1.392239561309474e-07 3.3494110501427112e-07 -1.4982132790144285e-07 1.3884893386754509e-07 8.0434716047104462e-08 -1.4717106727365111e-07 3.1124023042225637e-07 4.4692897757786155e-09 -2.2026476216296943e-07 9.0735821356435764e-08 1.1305953009355108e-07 -4.1468866468972828e-07 7.7483806099257113e-08 -2.1199864607505485e-07
leaf_weight=24 28 25 166 36 26 21 22 20 27 20 23 29 22 30 31 20 21 21 22 30 23 24 21 2180 24 64 40 28 29 24
leaf_count=24 28 25 166 36 26 21 22 20 27 20 23 29 22 30 31 20 21 21 22 30 23 24 21 2180 24 64 40 28 29 24
internal_value=0 -9.59413e-10 9.52107e-10 2.28896e-09 7.8564e-10 2.04373e-09 3.73154e-08 -2.15181e-09 -2.35984e-07 2.04609e-09 1.11254e-08 5.12379e-08 -4.37485e-08 -8.26263e-08 -2.29706e-08 5.06229e-08 2.23767e-08 5.54069e-08 9.32499e-11 -4.49329e-09 3.22514e-08 -3.57895e-08 1.37358e-09 5.09487e-09 -4.5358e-08 2.37645e-09 -8.11764e-11 -8.20648e-08 -1.78422e-07 -5.36026e-08
internal_weight=0 3097 3069 3044 3008 2982 317 2665 47 2618 296 171 125 103 81 51 148 119 2598 98 77 47 2576 2386 190 2365 2301 121 81 53
internal_count=3121 3097 3069 3044 3008 2982 317 2665 47 2618 296 171 125 103 81 51 148 119 2598 98 77 47 2576 2386 190 2365 2301 121 81 53
is_linear=0
shrinkage=0.1


Tree=9786
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 12 52 12 403 133 0 39 33 2 9 16 16 2 1 15 9 45 49 475 2 150 49 133 51 15
split_gain=3.56419e-11 1.01984e-09 6.42563e-10 1.77615e-10 4.12674e-11 3.62449e-11 7.17224e-11 1.26349e-10 4.34475e-11 5.60049e-11 7.56379e-11 3.215e-11 1.32254e-10 6.97045e-11 5.12683e-11 1.37966e-09 5.44695e-10 7.81393e-11 3.76726e-11 1.68242e-10 5.50819e-11 5.20705e-11 4.97329e-11 2.12152e-10 3.41793e-10 1.39143e-10 1.57928e-10 1.59695e-10 2.46134e-10 1.65825e-10
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.050879999999999988 0.11527000000000001 0.090645000000000017 0.096075000000000008 -0.020569999999999995 -0.015164999999999998 -0.086554999999999979 -1.0000000180025095e-35 -0.009184999999999997 0.097845000000000015 0.085555000000000006 -0.056919999999999991 -0.44310499999999992 -0.045829999999999989 0.16540500000000002 -0.56020999999999987 -0.087089999999999987 0.094030000000000016 0.097360000000000016 -0.085774999999999976 0.087625000000000022 0.093625000000000014 0.10247500000000002 0.089595000000000022 -0.44986999999999994 -0.069954999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -4 6 7 8 9 10 -1 13 -13 -6 17 16 -16 -14 19 -19 -21 22 -22 -24 -25 26 -26 29 -29 -28
right_child=2 -3 4 -5 11 -7 -8 -9 -10 -11 -12 12 14 -15 15 -17 -18 18 -20 20 21 -23 23 24 25 -27 27 28 -30 -31
leaf_value=7.3086228328615266e-09 -5.4132565775365615e-07 7.0152127645564006e-07 1.2658775825859547e-07 -3.1393538801438581e-07 2.1899082549041506e-07 1.2374916762848357e-07 1.0777687552297898e-07 -2.8263873360856454e-07 9.5813540359938934e-08 6.8154693512776874e-08 -2.4939487417441344e-07 -2.1029223015981797e-07 -1.5419137740350794e-07 -1.2728683106226246e-08 1.0989254942472826e-07 7.2679102216129234e-07 -6.2814228378726973e-07 -2.8933795078955885e-07 1.3736482742388035e-07 1.3652487155013659e-07 6.9212557055962789e-09 -1.245706243719958e-07 -3.5099935459470548e-07 3.2437867350541572e-07 -2.4252347335126009e-07 -3.029879503557709e-07 1.15910671780739e-08 -3.8225054042455178e-07 -4.0502064262201674e-09 2.9317733219515723e-07
leaf_weight=24 22 21 26 20 21 21 36 20 29 26 22 30 33 34 20 22 20 20 20 30 2269 33 20 27 30 20 75 22 79 29
leaf_count=24 22 21 26 20 21 21 36 20 29 26 22 30 33 34 20 22 20 20 20 30 2269 33 20 27 30 20 75 22 79 29
internal_value=0 3.88973e-08 -2.93934e-09 -3.13811e-08 1.17333e-09 3.66628e-10 -1.61368e-08 -5.30036e-08 -7.53134e-09 -4.91564e-08 -1.15463e-07 3.08017e-11 -1.45699e-09 7.5746e-08 8.05577e-10 9.07163e-08 -2.59125e-07 -1.2537e-09 6.33714e-10 -3.96664e-10 1.79727e-09 2.4511e-10 1.84718e-09 -3.62756e-08 -1.39548e-08 -4.97783e-08 -2.82286e-08 3.13168e-09 -8.64305e-08 9.01103e-08
internal_weight=0 219 2902 198 2880 178 157 121 101 72 46 2854 2799 55 2769 62 40 2707 2674 2654 2634 2604 2571 302 282 255 235 205 101 104
internal_count=3121 219 2902 198 2880 178 157 121 101 72 46 2854 2799 55 2769 62 40 2707 2674 2654 2634 2604 2571 302 282 255 235 205 101 104
is_linear=0
shrinkage=0.1


Tree=9787
num_leaves=31
num_cat=0
split_feature=401 402 403 402 401 1212 401 13 401 401 1210 2 1208 42 43 52 0 4 1208 1211 1211 1211 1213 1213 402 0 4 402 402 402
split_gain=3.43502e-11 7.2802e-11 1.67859e-10 7.97808e-11 4.6815e-11 8.19024e-11 5.22569e-11 1.12089e-10 8.07675e-11 4.47546e-11 5.29004e-11 3.73501e-10 3.0906e-10 3.58912e-10 1.03284e-09 4.97693e-10 2.37561e-10 3.08032e-10 6.18296e-11 5.54562e-11 8.05611e-11 8.54248e-11 5.3274e-11 4.86585e-11 5.92013e-11 5.78809e-10 1.8091e-10 6.29863e-11 5.46559e-11 7.00285e-11
threshold=-0.47263499999999997 -0.46267499999999995 -0.43370499999999995 -0.43418999999999991 0.13729500000000003 0.14862 0.11769000000000002 -0.075974999999999987 0.11336 -0.099524999999999988 -0.00046999999999999993 0.090935000000000016 0.092250000000000013 0.087075000000000014 -0.0047449999999999992 0.086450000000000013 -0.08317999999999999 -0.086849999999999997 0.11332500000000002 0.11048500000000001 0.092635000000000009 0.087635000000000005 0.11076500000000002 0.091280000000000014 0.10607000000000001 -0.086554999999999979 -0.083249999999999977 0.099740000000000009 0.095140000000000016 0.088505000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 8 -8 9 -5 11 12 13 15 -15 16 -11 -18 19 20 21 22 23 24 27 -26 -27 28 29 -12
right_child=1 3 -4 4 -6 -7 7 -9 -10 10 18 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-1.1917806403971554e-07 -7.4047532194754248e-08 -1.7876406423056326e-07 3.307518408659928e-07 -1.2515839036910035e-07 1.3422012990269229e-07 -1.9734040179741896e-07 2.5471506705324978e-07 -6.5828339046447579e-08 -1.9166540272472977e-07 2.8399293904507667e-07 -1.5928358331965633e-09 3.2964498103273729e-07 -3.4583058088344388e-07 -9.0731777017286467e-08 7.9635659198001594e-07 -4.9428456918576556e-07 1.8115498530436449e-07 -3.2124037950062795e-07 -1.7714232086518678e-07 1.3231158849550645e-07 -1.6515764372115883e-07 1.9152251201395976e-07 -1.3682884769125315e-07 1.5106870082923878e-07 -4.1031060922236411e-07 3.718872235936033e-07 -4.3668247684536254e-08 1.4738168423609125e-07 -1.397772137019209e-07 1.2574264499934627e-07
leaf_weight=24 20 25 21 28 26 21 24 20 22 27 2344 39 24 35 21 22 23 26 20 31 30 23 29 21 32 20 22 29 28 44
leaf_count=24 20 25 21 28 26 21 24 20 22 27 2344 39 24 35 21 22 23 26 20 31 30 23 29 21 32 20 22 29 28 44
internal_value=0 9.19851e-10 1.33289e-07 -8.5604e-10 6.11364e-10 -5.44652e-10 8.40304e-10 1.09014e-07 -7.78614e-10 6.60559e-10 1.87957e-09 4.93639e-08 -1.2046e-08 3.99723e-08 2.41926e-07 -7.543e-08 4.58174e-08 -8.54221e-08 -1.97531e-09 -6.54793e-10 -2.22686e-09 -3.41087e-10 -2.05882e-09 -5.20109e-10 -1.78385e-09 -8.9904e-08 1.54215e-07 8.8318e-10 -8.75287e-10 7.53379e-10
internal_weight=0 3097 41 3056 3031 3005 2984 44 2940 2918 2890 217 178 154 56 98 76 49 2673 2653 2622 2592 2569 2540 2519 74 42 2445 2416 2388
internal_count=3121 3097 41 3056 3031 3005 2984 44 2940 2918 2890 217 178 154 56 98 76 49 2673 2653 2622 2592 2569 2540 2519 74 42 2445 2416 2388
is_linear=0
shrinkage=0.1


Tree=9788
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1186 4 15 2 2 130 12 96 34 34 34 9 16 10 4 2 45 3 3 3 42 402 2 2 2 13 42
split_gain=3.4816e-11 2.12644e-10 1.15799e-10 3.52629e-11 4.81379e-11 7.31049e-11 4.77666e-11 1.33973e-10 1.21474e-10 6.3911e-11 3.22089e-11 3.95603e-11 8.52299e-11 1.6708e-10 1.23745e-10 3.74494e-10 1.20091e-10 7.3759e-10 1.10569e-10 4.96374e-11 4.24832e-11 5.64729e-10 2.65957e-10 6.13563e-10 5.78753e-10 2.0991e-10 1.22067e-09 6.03087e-10 5.97926e-10 9.69313e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 -0.0046349999999999994 -0.069999999999999993 0.084655000000000022 0.10097500000000002 0.089725000000000013 0.096010000000000012 0.10508500000000001 0.090365000000000015 -0.097449999999999981 -0.083689999999999987 -0.057544999999999992 0.091600000000000015 -0.39185999999999993 -0.0093599999999999985 0.053180000000000012 -0.080614999999999978 0.094030000000000016 -0.077104999999999993 -0.077774999999999983 -0.078724999999999976 0.088060000000000013 0.23460000000000003 0.093175000000000022 0.092235000000000025 0.09580000000000001 -0.081029999999999977 0.089810000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 7 9 -8 -6 11 -3 -13 -14 16 -16 17 -15 -18 20 21 22 24 -24 -20 26 28 -27 29 -22
right_child=1 10 -4 4 6 -7 8 -9 -10 -11 -12 12 13 14 15 -17 18 -19 19 -21 25 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=8.8433662691992752e-08 3.1997742431550639e-07 1.0717531460662551e-07 -2.3226385076634835e-07 2.9895095536858208e-08 5.8538256443905715e-08 -2.2235143467347136e-07 -2.524219813234855e-07 2.4275863063394354e-07 7.0943981492851335e-08 -1.7923611721926137e-07 -1.2278587793919845e-07 -1.5956331429747756e-07 2.7658578806660277e-07 -1.4327821802269044e-07 8.7512849561860028e-08 -4.8805918396510616e-07 -2.1885371542457903e-07 5.5984692767196976e-07 2.0442895343695865e-09 -1.1693817429301947e-07 1.7800019667113533e-07 -3.4837491942566211e-07 6.4605310801842581e-07 3.8074001711756152e-09 -5.0337568557492691e-07 -3.6301407174940564e-07 7.5590535871583601e-07 1.3497726807789186e-08 1.0528890187583013e-07 -5.6898876826045648e-07
leaf_weight=30 21 35 27 20 26 27 21 25 26 20 21 33 22 37 26 20 23 25 1516 35 32 47 21 51 23 46 25 566 236 38
leaf_count=30 21 35 27 20 26 27 21 25 26 20 21 33 22 37 26 20 23 25 1516 35 32 47 21 51 23 46 25 566 236 38
internal_value=0 2.9198e-09 -3.81702e-08 -1.12957e-08 -2.94283e-08 -1.15012e-07 4.66034e-09 5.64259e-08 -7.35387e-08 -4.48419e-08 6.06316e-10 1.51329e-09 2.02815e-10 2.0932e-09 -8.92499e-11 -1.62736e-07 2.66038e-09 1.4024e-07 -5.47568e-10 1.35723e-09 2.94905e-09 -6.68928e-09 3.2792e-09 1.91129e-07 -5.5091e-09 1.98953e-08 8.40491e-08 -1.48022e-08 2.91589e-08 -2.27508e-07
internal_weight=0 2899 222 195 165 47 118 71 47 46 2878 2857 2822 2789 2767 46 2721 62 2659 2636 2601 1658 1611 72 1539 943 331 612 306 70
internal_count=3121 2899 222 195 165 47 118 71 47 46 2878 2857 2822 2789 2767 46 2721 62 2659 2636 2601 1658 1611 72 1539 943 331 612 306 70
is_linear=0
shrinkage=0.1


Tree=9789
num_leaves=31
num_cat=0
split_feature=1210 1210 1208 1208 1208 132 50 1185 1203 1204 12 132 1213 160 403 403 0 3 52 402 403 401 1209 2 128 1185 16 43 1212 1210
split_gain=4.78101e-11 5.25059e-11 3.81606e-11 4.73299e-11 4.36342e-11 3.67352e-11 1.01831e-09 5.80652e-10 1.8266e-10 3.7617e-11 1.57632e-10 1.18304e-10 4.30138e-11 4.79132e-10 2.50385e-10 2.02509e-10 9.53316e-11 1.83415e-10 1.13534e-10 6.67134e-11 1.54896e-10 4.92923e-11 7.38807e-11 4.85599e-10 4.46666e-11 1.25048e-10 9.05944e-11 6.33669e-11 3.35616e-10 2.02495e-10
threshold=-0.40154499999999999 -0.15347999999999998 0.11846000000000001 0.10480500000000002 0.086590000000000014 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 -0.077669999999999989 0.087535000000000016 -0.011165 0.04198000000000001 -0.025879999999999997 -0.52800499999999995 -0.5335399999999999 -0.077084999999999987 -0.080484999999999987 0.086040000000000019 -0.45015499999999992 -0.42244999999999994 -0.099524999999999988 -1.0000000180025095e-35 0.084715000000000013 0.10773500000000001 0.086650000000000019 -0.080029999999999976 0.0034250000000000005 -0.022679999999999995 -0.086074999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 8 -7 -3 10 -9 -12 15 -14 -15 -11 17 18 -16 -17 -21 -22 23 -23 25 27 -26 29 -29 -24
right_child=1 2 -4 -5 -6 7 -8 9 -10 12 11 -13 13 14 16 19 -18 -19 -20 20 21 22 24 -25 26 -27 -28 28 -30 -31
leaf_value=1.2159542102097022e-07 -1.5885238196590632e-07 -2.3816686020187002e-11 1.2541267508936473e-07 -1.5450762216318026e-07 1.3704632596292631e-07 -5.1600901387742364e-07 7.0014895911862412e-07 -1.6631415263645977e-07 -3.1903430510737965e-07 -3.1466080507752421e-07 4.2597807328826512e-08 3.5455013787100147e-07 4.6073066547099489e-07 -3.4080990162909164e-07 -3.851211221039819e-08 -1.3431104234409997e-07 1.9121425774254271e-07 -1.9084353998612251e-07 2.3467100265469496e-07 2.5750329111518944e-07 -1.4292434588014656e-07 -1.9451515614383138e-07 3.1913508145464677e-07 4.8631265357812482e-07 2.4544594149726134e-07 -2.0881971418399796e-07 -4.4932204446013206e-08 -4.3339580072045336e-07 -1.584844416202787e-08 -6.2590786510064737e-10
leaf_weight=32 21 175 24 20 23 22 21 20 20 21 31 20 24 21 32 38 29 37 29 23 25 22 20 20 21 30 22 21 231 2026
leaf_count=32 21 175 24 20 23 22 21 20 20 21 31 20 24 21 32 38 29 37 29 23 25 22 20 20 21 30 22 21 231 2026
internal_value=0 -1.26801e-09 -1.8937e-10 -1.17966e-09 -1.65589e-10 -1.2172e-09 3.85105e-08 -4.29841e-09 -3.27428e-08 -2.23989e-10 7.16233e-08 1.64932e-07 -2.11892e-09 4.62651e-08 -2.09455e-08 -5.42132e-09 3.19455e-08 -1.51851e-08 9.13618e-08 -2.82267e-09 -7.92377e-10 -3.22913e-09 -1.78181e-09 1.29689e-07 -4.11068e-09 -5.97607e-09 9.68804e-08 -3.32798e-09 -5.06441e-08 2.49981e-09
internal_weight=0 3089 3068 3044 3024 3001 216 2785 195 2763 71 51 2692 172 148 2520 127 98 61 2499 2461 2438 2413 42 2371 2328 43 2298 252 2046
internal_count=3121 3089 3068 3044 3024 3001 216 2785 195 2763 71 51 2692 172 148 2520 127 98 61 2499 2461 2438 2413 42 2371 2328 43 2298 252 2046
is_linear=0
shrinkage=0.1


Tree=9790
num_leaves=31
num_cat=0
split_feature=1210 401 1210 132 1185 15 1186 132 50 133 400 403 15 402 403 33 15 11 9 9 13 13 1210 160 151 159 12 3 42 42
split_gain=3.87233e-11 4.28859e-11 1.39746e-10 4.03783e-11 2.39946e-10 9.24907e-11 6.94923e-11 6.00677e-11 4.68209e-11 4.79782e-11 3.39107e-11 3.28189e-11 3.76621e-10 3.00498e-10 6.01873e-11 3.22053e-11 9.22473e-11 6.43728e-11 6.9742e-11 1.90468e-10 4.30929e-11 2.33254e-10 2.08746e-10 1.39483e-10 1.35387e-10 1.19548e-10 1.13953e-10 2.92961e-10 1.99537e-10 6.67932e-10
threshold=-0.40154499999999999 0.13729500000000003 -0.14310999999999999 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.085749999999999979 0.09227500000000001 -0.45516499999999999 -0.39724499999999996 -0.5335399999999999 0.087575000000000014 -0.088189999999999991 -0.52336499999999997 0.085305000000000006 -0.091184999999999988 -0.011194999999999998 0.092235000000000011 0.087755000000000014 -0.089109999999999981 -0.090639999999999984 -0.087769999999999973 0.085045000000000023 0.015440000000000001 0.085240000000000024 0.082850000000000021 -0.0037349999999999996 0.087505000000000013 0.089245000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 8 9 -4 -6 12 -12 -14 -13 17 -17 -16 19 20 21 23 -22 24 26 -25 27 -19 -28 -30
right_child=1 -3 3 4 10 -7 -8 -9 -10 -11 11 14 13 -15 15 16 -18 18 -20 -21 22 -23 -24 25 -26 -27 28 -29 29 -31
leaf_value=1.0943587085421315e-07 -2.5921515532986847e-07 1.3798423249253036e-07 1.3531425870703309e-07 3.3958535112788017e-07 1.3004885488498985e-07 -2.3635511057823972e-07 -1.9178499489466309e-07 1.4422061138930076e-07 -1.5121540878719014e-07 -2.7510835279570657e-08 -2.0460654541902086e-07 -1.4825166973407381e-07 4.2676759903770289e-09 5.3984138318696747e-07 1.7094095312586434e-07 4.5466857516547509e-08 -2.3276017464142613e-07 -3.0338215115222058e-07 -1.4104670684998512e-07 3.0100335609837378e-07 3.2618739737699797e-07 -3.143163366059054e-07 1.573166964605195e-09 -2.8017314262008383e-07 2.6317750155158139e-07 2.9666072123291087e-08 1.3407407622853134e-07 1.7292348050000559e-08 -5.7797906208634239e-07 6.2910781479260929e-08
leaf_weight=32 21 22 22 21 20 22 21 25 24 102 30 28 22 20 22 26 22 40 35 21 20 27 2085 33 20 20 112 99 20 87
leaf_count=32 21 22 22 21 20 22 21 25 24 102 30 28 22 20 22 26 22 40 35 21 20 27 2085 33 20 20 112 99 20 87
internal_value=0 -1.13716e-09 -2.1351e-09 -3.62712e-10 2.81813e-09 -4.20377e-08 -2.00017e-08 8.50601e-10 -2.33673e-08 1.37749e-09 3.00473e-10 -6.29956e-10 6.60072e-08 2.59303e-07 -2.39583e-09 -8.77063e-10 -8.20539e-08 5.9832e-10 -8.32584e-10 1.0666e-09 -1.39094e-09 -2.91895e-08 4.65739e-09 -1.13277e-08 9.97397e-09 -1.63253e-07 -4.17148e-09 -7.49881e-08 4.0776e-08 -5.68817e-08
internal_weight=0 3089 3067 3046 2830 216 194 173 148 124 2809 2789 72 42 2717 2689 48 2641 2619 2584 2563 458 2105 431 378 53 358 139 219 107
internal_count=3121 3089 3067 3046 2830 216 194 173 148 124 2809 2789 72 42 2717 2689 48 2641 2619 2584 2563 458 2105 431 378 53 358 139 219 107
is_linear=0
shrinkage=0.1


Tree=9791
num_leaves=31
num_cat=0
split_feature=9 9 41 41 12 9 132 1203 1185 50 402 400 3 15 2 403 403 403 403 15 40 120 39 124 39 39 374 123 150 2
split_gain=3.59816e-11 9.52046e-11 5.94096e-11 1.4373e-10 5.14092e-11 4.46031e-11 3.76307e-11 1.07083e-09 5.36208e-10 1.4925e-10 4.88674e-11 4.44428e-11 7.55771e-11 6.34875e-11 4.94664e-11 3.99773e-11 1.23678e-10 1.30537e-10 6.95823e-11 6.33806e-11 3.68625e-11 1.01516e-10 4.13209e-11 8.24382e-11 7.3307e-11 1.52688e-10 1.94328e-10 7.13977e-11 1.09339e-10 7.36359e-11
threshold=0.092410000000000006 0.088235000000000022 0.086565000000000017 0.091290000000000024 -0.010834999999999999 0.037245000000000007 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.097510000000000013 0.089785000000000018 0.10782000000000001 -0.06977499999999999 0.084510000000000016 0.084415000000000004 -0.55049499999999985 -0.54448499999999989 -0.5335399999999999 -0.52336499999999997 0.088235000000000022 -0.24290999999999999 0.091385000000000008 0.10484500000000001 0.0049200000000000008 0.093755000000000019 0.089790000000000023 0.085145000000000012 0.085740000000000011 0.085210000000000022 -0.0050599999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -2 6 7 9 -8 10 11 12 13 14 -1 19 -17 -18 -19 -10 -20 22 24 -24 25 26 27 29 -29 -22
right_child=4 -3 3 -5 -6 -7 8 -9 15 -11 -12 -13 -14 -15 -16 16 17 18 20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=3.8673189027890878e-08 1.9417145027304011e-07 -1.9980265240822823e-07 3.0242056694036864e-07 7.8292230728378075e-09 -4.5449112207052176e-09 -1.5110456516254092e-07 -4.9595494250421661e-07 7.1534450046870231e-07 -1.5421832927131619e-08 -2.9816493004375392e-07 -1.4881260069289836e-07 -9.8402136401360898e-08 2.2017609364155532e-07 1.0283286646897396e-07 -1.6951419570432336e-07 -2.4960571675336497e-07 2.2743103045286261e-07 -1.4022952636120561e-07 -1.3547942131708624e-07 2.2023361995458062e-07 1.361751758466312e-07 2.252270655844768e-07 -1.0499513151075246e-08 -2.3630114082028412e-07 1.1661586715213709e-07 -2.1161205677679072e-07 3.0466635453627704e-07 -2.4494653524502139e-07 5.4669266091877945e-08 -6.9312774281431218e-10
leaf_weight=21 23 24 22 67 30 20 22 21 25 20 21 27 20 36 25 20 25 36 20 21 40 20 61 22 54 34 21 29 21 2273
leaf_count=21 23 24 22 67 30 20 22 21 25 20 21 27 20 36 25 20 25 36 20 21 40 20 61 22 54 34 21 29 21 2273
internal_value=0 -1.41348e-09 1.5069e-10 8.06496e-08 8.16905e-08 -2.27381e-09 -1.25963e-09 4.16586e-08 -4.24702e-09 -4.15614e-08 -7.34757e-09 1.56816e-08 4.58803e-08 3.36909e-09 -7.44721e-08 -2.72892e-10 -1.8618e-09 3.74374e-12 -2.15729e-09 9.216e-08 -2.41838e-10 8.08551e-10 -9.4815e-10 -7.03505e-08 1.38211e-09 -1.19135e-09 1.80962e-09 -8.81874e-10 -1.19108e-07 1.67381e-09
internal_weight=0 3068 3044 89 53 2955 2935 191 2744 170 150 129 102 82 46 2722 2676 2656 2631 46 2595 2575 2555 83 2472 2418 2384 2363 50 2313
internal_count=3121 3068 3044 89 53 2955 2935 191 2744 170 150 129 102 82 46 2722 2676 2656 2631 46 2595 2575 2555 83 2472 2418 2384 2363 50 2313
is_linear=0
shrinkage=0.1


Tree=9792
num_leaves=31
num_cat=0
split_feature=1210 1213 0 1210 403 132 1203 403 400 2 484 159 1 1210 43 52 403 12 402 133 0 1210 1 16 394 3 393 15 129 51
split_gain=3.49033e-11 5.44085e-10 7.19311e-10 9.67774e-11 3.52543e-11 3.14206e-10 1.68231e-09 1.58422e-09 2.22232e-10 2.17908e-10 4.74984e-10 3.16495e-10 2.59097e-10 2.04576e-10 1.90392e-10 4.58376e-10 2.03354e-10 2.00344e-10 4.53743e-10 5.70833e-10 1.52051e-10 2.60796e-10 1.39613e-10 1.81857e-10 8.21463e-11 7.06435e-11 6.18061e-11 6.0813e-11 4.84596e-11 4.89714e-11
threshold=-0.13847499999999999 -0.083944999999999978 -0.071719999999999992 -0.090569999999999998 -0.074254999999999988 -0.083284999999999984 0.086085000000000009 -0.080194999999999975 -0.081639999999999976 0.083715000000000026 -0.081614999999999979 -0.021064999999999997 0.078340000000000007 -0.00064999999999999986 0.055925000000000009 0.10611000000000001 -0.084339999999999984 0.087625000000000022 -0.092414999999999983 -0.0047949999999999989 -0.067094999999999988 -1.0000000180025095e-35 0.091345000000000023 -0.071359999999999993 0.086685000000000012 -0.084319999999999992 0.088255000000000014 0.086715000000000014 -0.08133 -0.085734999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5 9 -6 12 -11 -12 -7 -14 15 16 17 18 -13 -20 21 -19 -15 -24 26 27 28 -23 -10 -30
right_child=3 2 -4 4 8 7 -8 -9 24 10 11 14 13 22 -16 -17 -18 20 19 -21 -22 25 23 -25 -26 -27 -28 -29 29 -31
leaf_value=4.8927761242333914e-07 -2.1050177236051324e-07 -5.4796722516974635e-07 2.7971497372293796e-07 -3.5578328599983805e-08 -2.6282205296142406e-07 4.3763741407095344e-07 1.0027362758080473e-06 -8.8114211102663389e-07 1.3179700370410838e-07 -4.8624369867411584e-07 3.3718329908489457e-07 -2.2264946965476285e-07 -2.0558788804692085e-07 3.0569027040794341e-07 2.803291094011229e-07 -3.7012711212961827e-07 -2.7136960056850512e-07 -3.5905104814796339e-07 7.5106454703797813e-08 7.3459162200335766e-07 2.1285092685729978e-07 2.187636562211992e-07 -1.6193746896088551e-07 2.503690450339491e-07 1.8252081908087804e-07 -1.2864191580258029e-07 -1.3165544887316617e-07 -2.2169449887986625e-08 2.8358422605282674e-08 -9.534277801806993e-09
leaf_weight=21 22 21 21 71 33 24 20 20 27 20 28 21 21 32 20 36 22 26 35 21 20 20 23 20 24 22 37 22 413 1958
leaf_count=21 22 21 21 71 33 24 20 20 27 20 28 21 21 32 20 36 22 26 35 21 20 20 23 20 24 22 37 22 413 1958
internal_value=0 7.36751e-08 -1.34126e-07 -1.52029e-09 -5.93121e-12 2.30578e-08 1.92623e-07 -1.10049e-08 -5.04071e-09 2.91862e-08 -1.47388e-08 1.74458e-08 1.43757e-07 7.02871e-08 -1.63377e-08 -4.05554e-08 1.62129e-08 5.00461e-08 1.7376e-07 3.22413e-07 -3.65535e-08 -9.19767e-08 1.47532e-07 2.9833e-08 -1.58126e-09 1.65222e-08 -3.39582e-09 9.25606e-08 -1.41683e-09 -2.93382e-09
internal_weight=0 63 42 3058 3036 544 91 453 2492 433 313 293 120 96 265 245 209 187 77 56 110 90 75 43 2459 64 2435 42 2398 2371
internal_count=3121 63 42 3058 3036 544 91 453 2492 433 313 293 120 96 265 245 209 187 77 56 110 90 75 43 2459 64 2435 42 2398 2371
is_linear=0
shrinkage=0.1


Tree=9793
num_leaves=31
num_cat=0
split_feature=132 1185 1203 120 9 9 9 1 120 15 41 15 2 4 131 131 480 13 15 13 480 4 1210 16 42 13 1213 160 43 43
split_gain=4.33759e-11 2.45748e-10 1.38908e-10 3.70155e-11 6.34459e-11 8.24849e-11 7.74316e-11 6.93788e-11 1.8006e-10 8.88774e-11 7.29259e-11 1.32716e-10 6.59251e-11 8.18986e-11 5.10726e-11 2.95777e-10 2.17005e-10 2.02042e-10 3.17205e-10 1.27212e-10 9.49773e-11 9.46907e-11 1.99205e-10 8.05434e-11 7.36898e-11 8.33764e-11 6.87905e-11 4.32108e-10 3.36386e-10 1.50047e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.09852000000000001 0.092410000000000006 0.10750500000000002 0.088235000000000022 0.16540500000000002 1.0000000180025095e-35 -0.5556049999999999 0.086565000000000017 -0.059484999999999989 -0.045829999999999989 -0.0039549999999999993 0.090690000000000007 0.090175000000000019 0.11303500000000001 -0.077944999999999987 -0.0072999999999999992 -0.074519999999999989 0.106725 -0.086849999999999997 -0.080364999999999978 -0.054549999999999994 0.094365000000000018 -0.017449999999999997 0.04198000000000001 -0.023379999999999995 -0.025214999999999998 -0.0098449999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 8 9 -3 12 -12 13 -11 15 16 20 18 23 -19 26 -21 -23 -16 25 -24 -14 -28 -29 -30
right_child=1 3 -4 -5 5 -7 -8 -9 -10 10 11 -13 14 -15 17 -17 -18 19 -20 21 -22 22 24 -25 -26 -27 27 28 29 -31
leaf_value=-1.2543954343517181e-08 3.4411321206697551e-07 1.6303331374073799e-07 -2.5080907590790956e-07 -1.3478831892399512e-07 2.5808581964073794e-07 -9.9846939309126525e-09 -1.7902688777364045e-07 1.8694571622290825e-07 -2.786101366387297e-07 6.6474376387242796e-09 -1.3294130166298744e-08 2.7991234022605429e-07 -9.1430073201642565e-09 -2.7295210003330794e-07 1.8599121329998526e-07 -3.8831110316550626e-07 2.3813747618164229e-07 -2.1725181478761724e-07 4.985318598342432e-07 1.958668038289838e-07 -2.1770498567060975e-07 -2.9049873805061825e-07 -1.3342153645605019e-07 -5.3565024904500551e-08 1.6349027356971584e-07 4.4779551268858118e-08 4.9368022079221421e-07 -3.7231937609151704e-07 2.2017823532394233e-07 -1.2595555504270174e-08
leaf_weight=194 21 34 28 20 22 24 24 20 23 22 38 26 2037 20 25 20 37 26 22 26 21 22 36 32 33 97 20 21 40 90
leaf_count=194 21 34 28 20 22 24 24 20 23 22 38 26 2037 20 25 20 37 26 22 26 21 22 36 32 33 97 20 21 40 90
internal_value=0 3.26844e-09 -4.25954e-08 7.81384e-10 1.73009e-09 1.18223e-07 -1.75557e-10 1.36405e-09 2.31445e-11 2.35778e-09 3.42665e-10 1.05821e-07 -2.20762e-09 -1.26495e-07 -2.03755e-10 -5.4343e-09 -2.05499e-09 3.72791e-08 1.75992e-07 -8.38068e-09 -6.04203e-09 1.69962e-08 -7.74123e-09 5.15035e-08 2.97327e-08 -3.45533e-09 -4.02893e-09 5.68914e-08 -9.6144e-10 5.90271e-08
internal_weight=0 2899 222 2878 2858 46 2812 2788 2768 2745 2711 64 2647 42 2605 2286 2266 319 79 240 2229 214 188 57 166 133 2208 171 151 130
internal_count=3121 2899 222 2878 2858 46 2812 2788 2768 2745 2711 64 2647 42 2605 2286 2266 319 79 240 2229 214 188 57 166 133 2208 171 151 130
is_linear=0
shrinkage=0.1


Tree=9794
num_leaves=31
num_cat=0
split_feature=1212 1213 1213 1210 3 1212 1213 2 12 0 1213 1447 1447 3 4 403 49 1212 1212 43 1213 403 403 1213 1213 3 402 1210 402 402
split_gain=3.62702e-11 7.12941e-11 4.74832e-11 2.52847e-10 4.91748e-10 2.38885e-10 7.62755e-10 2.63728e-10 1.08482e-10 1.23311e-10 9.69207e-11 6.22481e-11 6.81343e-10 2.97612e-10 2.12577e-10 2.01071e-10 1.28233e-10 6.01437e-11 7.13841e-11 2.72622e-10 4.76042e-11 1.4249e-10 2.11686e-10 1.31125e-10 8.80903e-11 1.99336e-10 1.04348e-10 9.67799e-11 8.37721e-11 2.23334e-10
threshold=-0.53159999999999996 -0.43370499999999995 -0.088064999999999991 -0.13847499999999999 -0.082879999999999995 -0.092474999999999988 -0.091914999999999983 0.084245000000000014 0.095330000000000012 -0.084889999999999979 -0.086394999999999986 -0.085709999999999995 -0.086304999999999979 -0.085709999999999995 -0.04890499999999999 -0.54448499999999989 0.08610000000000001 0.13631000000000001 0.11534000000000001 0.062770000000000006 -0.077179999999999985 -0.083814999999999987 -0.090774999999999981 -0.069109999999999991 -0.020279999999999996 -0.077104999999999993 -0.45015499999999992 0.0028200000000000005 -0.088494999999999976 -0.019914999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 7 8 -3 9 -7 -5 12 13 -12 -15 -13 -16 18 20 -20 21 22 -17 -22 25 -25 -26 28 -28 -30
right_child=1 2 3 10 -6 6 -8 -9 -10 -11 11 15 -14 14 16 17 -18 -19 19 -21 23 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=-1.3423332163142734e-07 1.352194720410784e-07 -1.1961405994917676e-07 -1.1618399184953888e-07 -1.8357008789064759e-07 5.4643271264846295e-07 2.3365649440165728e-07 -6.8296647297995062e-07 3.1899117648639856e-07 -2.0343821404367191e-07 -6.2753320229091974e-08 -3.2979444794224181e-07 -2.3133923718887674e-07 5.8787495543724403e-07 3.239615677133853e-07 -1.8533285307657464e-07 1.7701045893640338e-07 1.391385210137655e-07 -1.6434563954574473e-07 3.968377460950024e-07 -1.190407417084316e-07 -2.5187136077961659e-07 2.3723565007141146e-07 -1.8498873722754591e-07 2.7482918963862764e-07 -1.7775038275778892e-07 -1.1148122909658427e-07 -1.3743452415921994e-07 1.6140065197431697e-07 3.3156875701934045e-07 -4.0443641825970033e-09
leaf_weight=20 39 26 21 29 24 25 21 29 20 32 26 38 21 22 29 30 21 22 20 21 21 33 35 34 34 22 46 36 20 2304
leaf_count=20 39 26 21 29 24 25 21 29 20 32 26 38 21 22 29 30 21 22 20 21 21 33 35 34 34 22 46 36 20 2304
internal_value=0 8.66811e-10 -8.44409e-10 2.01148e-09 2.37212e-07 -5.51436e-08 -1.48753e-07 1.11651e-07 -3.0579e-09 6.7251e-08 -1.68405e-09 1.7651e-10 7.09675e-08 -3.97984e-08 6.49224e-08 -2.92516e-09 -4.90549e-08 3.1597e-10 1.67988e-09 1.32607e-07 -3.72897e-10 6.80049e-08 -1.79122e-08 -3.0352e-09 -9.41631e-10 1.23064e-07 -3.78767e-09 -1.32935e-09 -3.80119e-09 -1.15613e-09
internal_weight=0 3101 3062 2909 45 153 98 55 77 57 2864 2835 119 98 72 2716 50 2678 2656 41 2615 98 65 2517 2496 56 2440 2406 2370 2324
internal_count=3121 3101 3062 2909 45 153 98 55 77 57 2864 2835 119 98 72 2716 50 2678 2656 41 2615 98 65 2517 2496 56 2440 2406 2370 2324
is_linear=0
shrinkage=0.1


Tree=9795
num_leaves=31
num_cat=0
split_feature=394 403 1203 398 12 43 12 130 130 1185 12 12 4 472 401 4 12 157 42 13 133 12 2 12 12 12 12 2 51 13
split_gain=3.21284e-11 2.57287e-10 3.39408e-11 4.33651e-11 4.60163e-11 3.71293e-11 9.91914e-11 8.95907e-11 5.55387e-11 3.89721e-11 4.31337e-11 3.24306e-10 3.01691e-10 1.34252e-10 1.08818e-10 1.62351e-10 2.98445e-10 1.35072e-10 1.31817e-10 2.11164e-10 1.1534e-10 1.07455e-10 1.36374e-10 1.19701e-10 1.42329e-10 1.14864e-10 3.43307e-10 7.55379e-10 3.30217e-10 3.05843e-10
threshold=0.086685000000000012 -0.074254999999999988 -1.0000000180025095e-35 0.087820000000000023 0.093965000000000007 -0.50216499999999986 0.10016000000000001 -0.22562499999999999 -0.10152499999999999 0.093750000000000014 0.096990000000000007 0.096525000000000014 -0.49405499999999997 -0.065034999999999996 -0.13200999999999999 -0.052259999999999994 0.099400000000000002 -0.029304999999999998 0.10306000000000001 -0.0097949999999999982 0.068115000000000023 0.095565000000000011 0.093680000000000013 0.095175000000000023 0.094580000000000011 0.089570000000000025 0.090165000000000009 0.088475000000000012 -0.13579499999999997 0.05868000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 -4 -7 -9 10 11 21 -12 -14 -15 16 -16 -17 19 -18 -21 23 -23 24 25 -10 27 -27 -28 -30
right_child=1 -3 3 4 -6 7 -8 8 9 -11 12 -13 13 14 15 17 18 -19 -20 20 -22 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=1.1028609860743558e-07 3.1938429370844311e-07 -1.23247057433281e-07 -8.4534791195447395e-09 -1.8690843413848002e-07 3.1049939934746361e-09 -2.0827475999513333e-07 2.5296292995963517e-07 1.6508573793316828e-07 -5.8540345997002977e-09 -1.4124011272542702e-07 -4.0875261987594057e-07 3.5558233198921351e-07 2.0871533282528478e-07 1.3406392054385389e-07 -4.3046927221144803e-07 -1.9118605338874774e-07 2.8359085401267033e-07 2.7533029382335411e-08 -2.4477219459511778e-07 -2.6482465122641815e-07 4.9122930107614603e-08 -2.5778545366487529e-07 6.0258467032707462e-09 2.3141723945825465e-07 -2.0402686828902006e-07 1.268737027989905e-08 -3.5029924051321398e-07 7.7547548457346241e-07 1.2462610406658763e-08 3.5183333244209943e-07
leaf_weight=27 24 29 47 26 25 21 21 20 1798 20 20 26 26 39 27 32 21 240 26 22 25 36 43 23 33 37 23 20 315 29
leaf_count=27 24 29 47 26 25 21 21 20 1798 20 20 26 26 39 27 32 21 240 26 22 25 36 43 23 33 37 23 20 315 29
internal_value=0 7.71898e-08 -1.33851e-09 -2.32958e-09 -9.37646e-08 -7.69988e-10 7.22781e-08 -2.46994e-09 -9.80146e-10 -2.13298e-09 -1.16054e-09 4.33868e-09 -2.85761e-08 -1.19745e-08 -2.52568e-08 -4.10673e-08 -1.37433e-07 1.80137e-09 -5.32632e-08 1.99609e-08 -9.78313e-08 4.64124e-10 -1.14192e-07 4.44034e-09 2.12528e-09 5.18695e-09 5.2007e-08 2.80332e-07 1.6545e-08 4.10724e-08
internal_weight=0 53 3068 3041 51 2990 68 2922 2901 2881 2861 2383 478 458 432 393 121 272 94 68 47 2357 79 2278 2255 2222 424 57 367 344
internal_count=3121 53 3068 3041 51 2990 68 2922 2901 2881 2861 2383 478 458 432 393 121 272 94 68 47 2357 79 2278 2255 2222 424 57 367 344
is_linear=0
shrinkage=0.1


Tree=9796
num_leaves=31
num_cat=0
split_feature=130 2 46 46 47 47 47 148 16 1 10 0 10 51 34 457 457 456 150 0 3 14 129 457 130 42 4 12 12 13
split_gain=3.59354e-11 7.60218e-11 3.66065e-11 3.82086e-11 3.77394e-11 3.05325e-10 2.3904e-10 7.43879e-11 7.88418e-11 1.68118e-10 7.27719e-11 2.10615e-10 1.49472e-10 9.07623e-11 8.86812e-11 6.95322e-11 1.15192e-10 6.73315e-11 7.82981e-11 1.53419e-10 5.2589e-11 1.22904e-10 1.35007e-10 1.43803e-10 1.41323e-10 2.37222e-10 1.19886e-10 1.08003e-10 3.81494e-10 1.91922e-10
threshold=-0.23123999999999997 0.31358000000000003 0.10987500000000001 0.083550000000000013 0.092710000000000015 0.09585500000000001 0.090280000000000013 -0.10069499999999999 -0.54656499999999986 0.10439500000000002 -0.0093599999999999985 -0.084804999999999978 -1.0000000180025095e-35 0.086310000000000012 -0.057544999999999992 -0.14941999999999997 -0.09521499999999998 -0.085409999999999986 0.12314500000000002 -0.23091999999999999 -0.096099999999999977 -1.0000000180025095e-35 0.085135000000000016 0.084515000000000021 0.084580000000000016 -0.106335 -0.50940999999999981 0.10149500000000002 0.098330000000000015 0.038215000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 9 -9 11 -10 -12 -13 -14 -16 -17 -18 19 -19 21 -21 23 24 27 -26 -22 28 29 -23
right_child=1 -3 -4 -5 5 -7 -8 8 10 -11 12 13 14 -15 15 16 17 18 -20 20 26 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.2453819333858441e-07 1.6397263351564107e-07 -1.5933596368237585e-07 1.322041357741996e-07 -1.1871015896371387e-07 -3.9146840720150071e-07 -4.5720905525062756e-09 3.327968924922557e-07 3.2505187897596998e-08 3.6836279513235718e-07 -3.2432350429229226e-07 -2.6593736452338947e-07 -1.0772113101049372e-07 2.1169765776818394e-07 1.6225082873688735e-07 1.4911839881029489e-07 -2.4060253124957852e-07 1.5741106288394939e-07 2.5787887276020113e-07 -1.457380453819103e-07 -1.8773307578120087e-07 -2.1761238734278002e-07 1.343320680736686e-07 2.1238580490167211e-07 2.5965379547206647e-07 -3.8274901751586423e-07 7.6564071284999299e-08 -5.4313364633911604e-09 -1.0346270971876464e-07 4.6868251312541064e-07 -6.7486090397522179e-08
leaf_weight=23 28 30 21 27 22 280 22 31 21 23 21 33 20 20 31 20 27 23 37 24 27 83 43 24 23 22 1938 47 21 109
leaf_count=23 28 30 21 27 22 280 22 31 21 23 21 33 20 20 31 20 27 23 37 24 27 83 43 24 23 22 1938 47 21 109
internal_value=0 -9.21295e-10 6.2774e-10 -2.79088e-10 7.79733e-10 -3.27566e-08 4.50599e-09 1.82706e-09 1.25382e-10 -1.19477e-07 2.59614e-09 1.00349e-07 -2.51787e-10 -5.84492e-09 1.96314e-09 2.84591e-10 -1.58488e-09 3.67881e-10 -1.38353e-09 8.56872e-10 -1.64694e-09 3.15986e-08 4.5749e-08 2.39697e-08 5.42408e-09 -1.58196e-07 -8.3468e-09 3.37429e-08 6.40184e-08 1.97582e-08
internal_weight=0 3098 3068 3047 3020 302 2718 2696 2668 54 2614 74 2540 53 2519 2499 2468 2448 2421 2384 2361 396 372 329 305 45 1965 260 213 192
internal_count=3121 3098 3068 3047 3020 302 2718 2696 2668 54 2614 74 2540 53 2519 2499 2468 2448 2421 2384 2361 396 372 329 305 45 1965 260 213 192
is_linear=0
shrinkage=0.1


Tree=9797
num_leaves=31
num_cat=0
split_feature=156 475 1 49 1429 156 474 3 474 483 12 4 474 457 1420 157 157 49 13 1375 1 1375 150 147 147 457 483 52 457 47
split_gain=3.78668e-11 5.37911e-11 2.91416e-10 2.52048e-10 6.27064e-11 6.46365e-11 4.71493e-11 1.94869e-10 1.64916e-10 1.253e-10 1.21059e-10 8.13433e-11 5.84973e-11 6.98262e-11 5.8077e-11 7.54011e-11 2.69378e-10 2.54825e-10 2.19864e-10 1.43423e-10 6.42163e-10 9.02407e-11 9.77133e-11 1.07221e-10 1.06799e-10 6.80764e-11 3.16988e-10 2.76419e-10 1.63357e-10 8.22447e-11
threshold=0.3248100000000001 0.051590000000000004 0.10205500000000002 0.10463500000000002 0.12387000000000002 -0.093169999999999989 0.090440000000000006 0.084940000000000015 0.089130000000000015 0.087605000000000002 0.087075000000000014 -0.021294999999999998 0.088290000000000021 -0.23865499999999998 -0.08341999999999998 -0.087424999999999989 -0.086394999999999986 0.085805000000000006 -0.078279999999999975 -0.15308499999999997 0.090740000000000015 -0.085004999999999983 0.12706500000000001 0.097985000000000017 0.092070000000000013 -0.086004999999999984 0.086230000000000015 -0.092399999999999982 -0.079829999999999984 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 8 9 12 10 -8 -12 13 -7 -15 17 -17 18 -16 20 -18 -21 23 24 25 26 27 -23 -27 -30
right_child=-2 2 -4 -5 -6 6 7 -9 -10 -11 11 -13 -14 14 15 16 19 -19 -20 21 -22 22 -24 -25 -26 28 -28 -29 29 -31
leaf_value=1.5123605367404838e-07 -1.2783638656243136e-07 1.1503068597968587e-07 3.6497335236163055e-07 -3.299838332360139e-07 -1.7339361848133281e-07 1.8223604659591989e-07 1.9495464621448785e-07 -3.0505527665634595e-07 2.5212047883262412e-07 -2.178831311735766e-07 1.050240875599684e-07 -1.3136057215912868e-07 -1.4218662658612599e-07 1.6101864465605849e-07 2.1890235325981523e-07 3.2748007495797539e-07 -5.9091787111498203e-07 -3.6248094414759182e-07 -1.8104007513860174e-07 1.8593512693270825e-07 2.1043311335233739e-07 -4.9372656403450139e-07 2.038764107411502e-07 -1.9435268452996063e-07 1.9684988217250066e-07 2.5421768395972324e-07 1.944417049388064e-07 -3.9234211479666218e-08 -9.1001912936363111e-09 5.1866688889988744e-08
leaf_weight=28 23 35 25 20 21 21 35 26 26 22 24 37 29 22 28 25 20 25 27 26 20 23 23 29 27 25 26 32 2124 247
leaf_count=28 23 35 25 20 21 21 35 26 26 22 24 37 29 22 28 25 20 25 27 26 20 23 23 29 27 25 26 32 2124 247
internal_value=0 9.50481e-10 8.18841e-08 -4.67928e-08 -1.19488e-09 1.17196e-11 -1.41444e-09 -5.72307e-08 1.4307e-09 -2.62525e-09 4.67047e-08 -3.83568e-08 -8.97964e-10 5.81231e-10 -8.06456e-10 -2.11198e-09 7.788e-10 -9.77605e-08 2.2567e-08 -2.3362e-09 -1.90242e-07 5.74817e-10 -1.3107e-09 -3.17382e-09 -9.59691e-10 -3.11587e-09 -9.32805e-08 -2.29295e-07 -6.77346e-11 -2.74894e-09
internal_weight=0 3098 80 55 3018 2997 2969 144 2825 118 96 61 2799 2770 2749 2727 2647 80 55 2622 40 2582 2556 2533 2504 2477 81 55 2396 2371
internal_count=3121 3098 80 55 3018 2997 2969 144 2825 118 96 61 2799 2770 2749 2727 2647 80 55 2622 40 2582 2556 2533 2504 2477 81 55 2396 2371
is_linear=0
shrinkage=0.1


Tree=9798
num_leaves=31
num_cat=0
split_feature=1429 474 474 16 475 131 132 50 132 15 1185 50 52 0 13 403 401 42 1213 402 400 402 2 402 15 1208 1212 402 43 1213
split_gain=3.52275e-11 7.05618e-11 4.38931e-11 4.69462e-11 9.19099e-11 5.79882e-11 5.40151e-11 4.61746e-11 4.7016e-11 1.02742e-09 5.20839e-10 1.50189e-10 5.39383e-11 5.44835e-11 9.47947e-11 4.83747e-11 4.71214e-11 1.91299e-10 1.98235e-10 1.38027e-10 4.88311e-11 4.96908e-11 1.71994e-10 8.28251e-11 6.16626e-10 1.19889e-10 4.96447e-11 5.66033e-10 5.14626e-10 1.0616e-09
threshold=0.12521000000000002 -0.45463999999999999 -0.23025999999999996 0.63636000000000015 0.13528000000000004 0.13695500000000002 0.13831000000000002 0.14794500000000002 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.09227500000000001 0.090645000000000017 -0.082084999999999977 -0.0018299999999999998 -0.067394999999999983 -0.078179999999999986 0.10306000000000001 -0.060974999999999994 -0.43418999999999991 -0.077734999999999985 -0.10770499999999998 0.085855000000000015 -0.088494999999999976 0.085465000000000013 0.10233500000000001 -0.089544999999999986 0.13775000000000001 -0.0047449999999999992 -0.091914999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 9 11 -10 12 13 14 15 -4 17 -12 -19 -18 -21 22 -22 24 -23 26 28 -28 -25 -30
right_child=-2 2 3 -5 -6 -7 -8 -9 10 -11 16 -13 -14 -15 -16 -17 19 18 -20 20 21 23 -24 25 -26 -27 27 -29 29 -31
leaf_value=-1.8353461325118371e-07 1.3229297948669228e-07 1.3802244788631351e-07 -6.0254337477144442e-08 -1.0965430415301224e-07 1.9990663393242439e-07 1.310663158233872e-07 -1.5488170606906115e-07 -1.5246278252334379e-07 -4.8810802187982849e-07 6.6127593919181515e-07 3.1194202551413737e-07 -2.7940982292307128e-07 1.3409815062459529e-07 9.1197223410275794e-08 -2.5567028330897304e-07 1.0658280527782911e-07 -2.405554220707984e-07 -2.7718576461666089e-07 1.1957822908591291e-07 1.0731696636953746e-07 3.2718891038285849e-07 1.9042201659301231e-07 -3.679117295743365e-08 -2.0159918749361043e-07 -5.0033896439316548e-07 2.2638466544855837e-07 -8.8745020509397098e-10 -4.7931567394243756e-07 -3.6939710938776487e-08 8.4825243213515493e-07
leaf_weight=21 20 23 63 39 23 33 23 20 22 24 24 22 25 31 20 24 24 20 34 42 20 28 37 43 24 23 2282 25 42 20
leaf_count=21 20 23 63 39 23 33 23 20 22 24 24 22 25 31 20 24 24 20 34 42 20 28 37 43 24 23 2282 25 42 20
internal_value=0 -8.51027e-10 3.94543e-10 -6.4093e-10 7.67791e-10 -7.61489e-10 -2.2302e-09 -1.03558e-09 1.94846e-12 4.57021e-08 -3.52253e-09 -3.41562e-08 -1.05444e-09 -2.55386e-08 -5.93593e-08 -1.42303e-08 4.43576e-10 7.70327e-08 -2.73714e-08 -1.8453e-09 3.70112e-10 -1.39552e-09 9.09211e-08 -3.51134e-09 -1.28391e-07 -8.44513e-10 -3.01129e-09 -6.07198e-09 6.42363e-08 2.48606e-07
internal_weight=0 3101 3080 3057 3018 2995 2962 2939 2919 209 2710 185 163 138 107 87 2688 78 54 2610 2586 2544 57 2487 52 2435 2412 2307 105 62
internal_count=3121 3101 3080 3057 3018 2995 2962 2939 2919 209 2710 185 163 138 107 87 2688 78 54 2610 2586 2544 57 2487 52 2435 2412 2307 105 62
is_linear=0
shrinkage=0.1


Tree=9799
num_leaves=31
num_cat=0
split_feature=402 401 1212 401 402 403 1211 42 1212 1210 402 42 12 401 133 402 42 133 1209 1209 1212 402 402 391 1211 129 1213 130 403 402
split_gain=4.31439e-11 5.80183e-11 5.18132e-11 4.49588e-11 7.00126e-11 1.12594e-10 1.04277e-10 2.14744e-10 5.07456e-11 7.07327e-10 5.70629e-10 2.26938e-10 2.92237e-10 6.27859e-11 1.20008e-10 1.36793e-10 2.73983e-10 1.00274e-10 7.46041e-11 6.67849e-11 8.32622e-11 6.48195e-11 1.30335e-10 2.20931e-10 1.19073e-10 1.07881e-10 1.03083e-10 6.31453e-11 5.87305e-11 1.38145e-10
threshold=0.31278000000000006 0.13699500000000003 0.13795000000000002 -0.47263499999999997 -0.46140499999999995 -0.43370499999999995 0.11013500000000002 -0.021469999999999996 -0.089544999999999986 -0.15347999999999998 0.13174500000000003 0.087505000000000013 0.085440000000000016 -0.13200999999999999 0.51114000000000004 -0.10770499999999998 0.10024000000000001 0.40304500000000004 -0.087199999999999986 -0.065739999999999979 -0.009474999999999999 0.11174500000000002 0.10708500000000001 -0.087114999999999984 0.09030500000000001 -0.075474999999999987 0.10050000000000002 -0.23123999999999997 -0.090774999999999981 -0.020594999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 -8 10 -10 11 12 -6 -11 15 16 -15 18 -17 -20 -21 22 23 -22 25 -25 27 -27 29 -29
right_child=-2 -3 -4 4 6 -7 7 -9 9 13 -12 -13 -14 14 -16 17 -18 -19 19 20 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-1.4355235164616304e-07 1.4285554411366148e-07 -1.6278056216895658e-07 1.2882288254628851e-07 -3.2015090616661315e-08 3.8585691854109426e-07 2.9951706579822714e-07 7.2454589018355416e-08 -3.50941538385996e-07 -5.6685269230043067e-07 1.7065802263067036e-07 5.3566083097610405e-07 -2.4677736723119512e-07 -9.8575942032677191e-08 -1.6227042561308121e-08 -2.315760796860063e-07 1.8934098449108206e-07 4.2328686865165886e-07 -1.8535580779669171e-07 -1.6255850869129065e-07 1.5486800368843693e-07 -3.0922891214216812e-07 -1.3557310166691291e-07 2.3841903051245182e-07 2.2533526394649277e-07 1.9378438818051793e-07 1.7678775044771554e-07 -2.0034466858148266e-07 2.7585568091126333e-07 -5.1733829038938972e-09 1.1068324407541432e-08
leaf_weight=22 21 22 31 21 20 20 23 25 22 22 21 34 33 37 22 21 23 29 25 35 23 35 23 21 32 20 26 25 2294 93
leaf_count=22 21 22 31 21 20 20 23 25 22 22 21 34 33 37 22 21 23 29 25 35 23 35 23 21 32 20 26 25 2294 93
internal_value=0 -9.634e-10 1.93188e-10 -1.11548e-09 -7.95782e-11 1.29708e-07 -1.86285e-09 -1.48064e-07 5.27362e-10 -2.04181e-09 6.78017e-08 -4.51299e-08 8.42289e-08 2.3865e-09 1.05677e-09 2.90974e-09 1.52253e-07 -4.06545e-10 1.60001e-09 1.13376e-10 1.66145e-09 -4.07309e-10 1.44283e-09 -7.081e-10 2.11786e-09 -3.56257e-10 -2.28446e-09 -1.67039e-10 -1.63433e-09 6.71673e-08
internal_weight=0 3100 3078 3047 3025 41 2984 48 2936 2828 108 87 53 2806 2784 2762 60 2702 2673 2652 2627 2592 2557 2534 2511 2479 2458 2432 2412 118
internal_count=3121 3100 3078 3047 3025 41 2984 48 2936 2828 108 87 53 2806 2784 2762 60 2702 2673 2652 2627 2592 2557 2534 2511 2479 2458 2432 2412 118
is_linear=0
shrinkage=0.1


Tree=9800
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 400 2 2 12 133 39 33 40 9 9 154 157 1429 104 34 34 45 49 484 15 49 133 49 49 16 49
split_gain=3.90652e-11 2.70461e-10 1.20516e-10 6.90925e-11 5.13959e-11 5.46369e-11 9.20986e-11 6.82803e-11 4.8421e-11 3.82087e-11 1.06742e-10 6.16212e-11 5.44074e-11 8.1552e-11 4.44459e-11 1.09996e-10 7.4351e-11 4.35186e-11 8.02382e-11 4.69448e-11 4.76037e-11 5.5246e-11 1.46634e-10 4.50844e-10 2.90593e-10 1.13358e-09 4.92668e-10 1.52526e-10 1.3765e-10 8.92132e-11
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.087424999999999989 0.10136500000000002 0.089125000000000024 0.091545000000000015 -0.37971999999999995 -1.0000000180025095e-35 -0.009184999999999997 -0.063404999999999989 0.089995000000000006 0.10141500000000002 0.085530000000000009 0.63604500000000008 0.11475 0.088500000000000009 -0.086059999999999984 -0.083689999999999987 0.094030000000000016 0.097360000000000016 0.086135000000000017 -0.067579999999999987 0.11560500000000001 0.089980000000000018 0.10858500000000001 0.12011500000000001 -0.093244999999999981 0.13441
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6 -7 11 -11 -3 14 -14 15 16 17 18 -12 -20 21 -21 24 -24 25 26 28 -26 -23 -29
right_child=1 9 -4 -5 5 8 -8 -9 -10 10 12 -13 13 -15 -16 -17 -18 -19 19 20 -22 22 23 -25 27 -27 -28 29 -30 -31
leaf_value=-1.1538963839296324e-07 3.6066942573684391e-07 -4.1815165729985895e-08 -2.4725602668240753e-07 -1.8562750090907121e-07 7.359562639745401e-08 -1.7380379172696589e-07 2.4526548852167173e-07 -1.3190373160589595e-07 4.3608518431881297e-08 -1.8874396564190951e-07 1.9838577909325751e-07 1.7277392285741656e-07 2.4300139729219786e-07 -3.8637515853423564e-09 1.4383896692985827e-07 -2.3585451817353944e-07 1.4871039198713776e-07 -1.4238209331551843e-07 -1.5529578623940664e-07 5.1702602263690227e-09 -1.246801788980637e-07 1.8437355092395422e-08 -1.7146888335872746e-07 4.0681905491514784e-07 2.7240621811586154e-07 -7.4474012795430355e-07 4.1425089664569122e-07 -1.6285695874738423e-07 -3.2884831705359831e-07 2.9465051579893909e-08
leaf_weight=29 21 23 25 21 61 21 23 22 20 30 20 32 23 32 21 20 33 22 20 2285 31 21 28 26 20 28 21 34 25 83
leaf_count=29 21 23 25 21 61 21 23 22 20 30 20 32 23 32 21 20 33 22 20 2285 31 21 28 26 20 28 21 34 25 83
internal_value=0 3.09719e-09 -4.04281e-08 -1.41809e-08 6.27584e-09 3.02779e-08 6.81939e-08 1.91259e-08 -6.7749e-08 4.88078e-10 -1.1202e-09 8.30367e-08 8.95092e-10 9.93708e-08 -1.08305e-09 -2.20317e-09 -4.70496e-10 -2.31846e-09 -1.15214e-09 -2.67417e-09 -1.50106e-09 -1.58226e-11 -4.14501e-08 1.06966e-07 -7.59952e-08 -2.10395e-07 1.29141e-08 1.72014e-08 -1.70305e-07 -2.64234e-08
internal_weight=0 2899 222 197 176 147 106 83 41 2878 2823 55 2793 55 2738 2717 2697 2664 2642 2622 2602 2571 286 54 232 95 67 137 46 117
internal_count=3121 2899 222 197 176 147 106 83 41 2878 2823 55 2793 55 2738 2717 2697 2664 2642 2622 2602 2571 286 54 232 95 67 137 46 117
is_linear=0
shrinkage=0.1


Tree=9801
num_leaves=31
num_cat=0
split_feature=1210 401 1212 402 1210 132 1185 15 1186 52 33 0 34 39 376 9 1 2 39 133 480 480 1447 133 1447 133 42 51 133 52
split_gain=3.6077e-11 4.56781e-11 1.25756e-10 6.01349e-11 6.08817e-11 3.89789e-11 2.19068e-10 1.18626e-10 5.31437e-11 3.95327e-11 3.87698e-11 7.56792e-11 5.95001e-11 3.45273e-10 5.13931e-10 1.13156e-10 2.04823e-10 1.38815e-10 3.41443e-10 4.29737e-11 2.27194e-10 2.23533e-10 2.5209e-10 1.62671e-10 1.7654e-10 1.58148e-10 4.54013e-10 6.66968e-10 3.947e-10 4.33736e-10
threshold=-0.40154499999999999 0.13729500000000003 0.15049500000000002 0.13597000000000001 -0.099939999999999987 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.090645000000000017 0.085305000000000006 -0.082084999999999977 -0.057544999999999992 0.089790000000000023 0.083705000000000016 0.091600000000000015 0.12958500000000003 -1.0000000180025095e-35 0.085530000000000009 0.085355000000000014 0.11303500000000001 0.11144000000000001 0.0071200000000000005 0.084990000000000024 0.0071200000000000005 0.087575000000000014 0.083715000000000026 -0.085384999999999989 0.086910000000000015 -0.015069999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 9 -6 12 -12 13 14 -8 17 -17 18 -14 20 23 22 25 24 -19 26 -21 -28 29 -29
right_child=1 -3 -4 -5 5 6 10 -9 -10 -11 11 -13 15 -15 -16 16 -18 19 -20 21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=1.0563267380803155e-07 -1.5702181201504573e-07 1.4248364944468117e-07 -2.4599798231455293e-07 1.6819256435004111e-07 -2.1473378600335635e-08 3.2460290391273229e-07 6.4373366754466592e-07 -2.6715812614005096e-07 -1.6706471309849544e-07 1.0172461282209611e-07 -2.3726313855831906e-07 1.7428603189222663e-08 4.2259538827238434e-07 -1.6549050338691513e-07 -6.4570015823051105e-08 -3.9365777979583074e-07 5.891550266312607e-08 -4.9838712587682531e-09 -1.31749629659339e-07 -2.0357108314605911e-07 -2.7372498463407168e-07 3.4834072774714288e-07 -3.2393411841398616e-07 -2.3563892777171233e-07 2.4388351129569572e-07 -8.7629170103913727e-10 6.8744011668305427e-07 -4.5643909970749517e-07 3.5889523148617974e-07 1.942598929293213e-07
leaf_weight=32 25 22 21 21 140 21 20 21 21 32 20 28 25 30 21 20 20 1667 20 32 32 20 22 30 29 635 24 20 29 21
leaf_count=32 25 22 21 21 140 21 20 21 21 32 20 28 25 30 21 20 20 1667 20 32 32 20 22 30 29 635 24 20 29 21
internal_value=0 -1.09526e-09 -2.12517e-09 -4.43844e-10 -1.61454e-09 -3.19482e-10 2.83967e-09 -4.14475e-08 -1.68883e-08 1.44718e-09 3.95898e-10 -8.8693e-08 1.96979e-09 9.23097e-08 2.80944e-07 -4.54296e-10 -1.67371e-07 2.10774e-09 1.7622e-07 -9.51626e-10 -9.7064e-09 1.82151e-08 9.7828e-09 -4.81151e-09 -7.28474e-10 1.94303e-08 1.21769e-07 2.32523e-07 7.6552e-08 -1.23154e-07
internal_weight=0 3089 3067 3046 3025 3000 2786 214 193 172 2765 48 2717 71 41 2646 40 2606 45 2561 1758 803 783 1726 1696 761 126 94 70 41
internal_count=3121 3089 3067 3046 3025 3000 2786 214 193 172 2765 48 2717 71 41 2646 40 2606 45 2561 1758 803 783 1726 1696 761 126 94 70 41
is_linear=0
shrinkage=0.1


Tree=9802
num_leaves=31
num_cat=0
split_feature=13 1375 13 13 13 42 484 12 13 2 481 133 133 133 457 457 51 51 49 475 133 0 0 402 52 403 4 13 484 0
split_gain=3.68804e-11 1.43587e-10 1.37038e-10 2.17422e-10 1.49813e-10 2.59581e-10 4.46441e-10 2.07444e-10 1.32385e-10 6.34389e-10 1.83034e-10 1.32126e-10 4.37947e-10 1.43487e-10 1.25956e-10 1.7293e-10 1.71381e-10 3.21771e-10 2.01391e-10 1.8658e-10 1.42783e-10 1.33237e-10 5.51024e-10 5.28874e-10 2.11066e-10 2.57793e-10 3.44728e-10 2.10888e-10 3.8288e-10 2.97336e-10
threshold=-0.084034999999999985 0.084665000000000018 -0.083619999999999986 -0.083364999999999981 -0.081829999999999986 0.091205000000000008 -0.017214999999999998 0.087995000000000004 -0.081029999999999977 0.090175000000000019 -0.099059999999999995 0.11524500000000001 0.10622000000000002 0.092845000000000011 -0.087404999999999997 -0.084579999999999975 -0.085734999999999992 -0.084829999999999989 0.085970000000000005 -0.084264999999999993 0.085635000000000003 -0.083804999999999977 -0.082184999999999994 0.11942500000000002 -0.083374999999999991 0.022375000000000003 -0.074729999999999977 -0.085584999999999981 0.058970000000000009 -0.086284999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -2 -4 5 6 -5 -8 9 -6 -10 12 13 14 20 -16 18 -18 -17 -19 -1 23 -23 27 -24 26 -26 29 -29 -21
right_child=2 -3 3 4 8 -7 7 -9 10 -11 -12 -13 -14 -15 15 16 17 19 -20 21 -22 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=-4.2993165436655552e-08 2.0333496560657037e-07 1.7899100147723681e-07 -3.0889938093475231e-07 -3.0043651287314788e-07 -5.3296369010833755e-07 4.4056599438677262e-07 4.1781692272235421e-08 4.6669682745914548e-07 2.6881116789595056e-07 2.2724132021169554e-07 1.7483805193580098e-09 -2.7258114779929851e-07 4.3236941862579398e-07 -2.6121881820000243e-07 -2.4882506701422765e-07 -8.9208370468440986e-09 -3.9527470079292472e-07 2.5729766449607586e-07 3.6505075679353164e-07 -4.2934603263062999e-08 3.3034791951671478e-07 5.1146787117514494e-07 -3.2815563610455456e-07 -5.6215868340814276e-07 3.6993558820697104e-07 -2.3949620059836109e-07 -4.4269998077260831e-08 -4.9582396841265984e-07 6.4293341556944847e-08 2.3220210402544438e-07
leaf_weight=20 35 36 22 25 23 21 27 20 26 21 1979 21 21 26 35 36 24 23 24 366 21 22 20 20 32 28 54 26 23 44
leaf_count=20 35 36 22 25 23 21 27 20 26 21 1979 21 21 26 35 36 24 23 24 366 21 22 20 20 32 28 54 26 23 44
internal_value=0 -1.67841e-08 7.04274e-09 3.86796e-09 7.08032e-09 1.31215e-07 4.09879e-08 2.22597e-07 1.44609e-09 -1.70139e-07 5.21154e-09 -2.47389e-08 -1.87219e-08 -2.99457e-08 -2.25947e-08 -3.16087e-08 -2.13626e-08 -3.56175e-08 1.40668e-07 -2.24993e-08 1.4823e-07 -3.26337e-08 4.76323e-08 -5.87746e-08 -2.85198e-08 2.40479e-08 1.09853e-07 -3.68406e-08 -2.32912e-07 -1.34077e-08
internal_weight=0 922 2199 2164 2142 93 72 47 2049 44 2005 886 865 844 818 777 742 682 60 658 41 635 156 479 134 114 86 459 49 410
internal_count=3121 922 2199 2164 2142 93 72 47 2049 44 2005 886 865 844 818 777 742 682 60 658 41 635 156 479 134 114 86 459 49 410
is_linear=0
shrinkage=0.1


Tree=9803
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 400 12 1201 13 1210 16 1210 483 0 4 483 0 1212 1212 160 52 42 16 16 403 13 13 133 1371 13 52
split_gain=3.57258e-11 1.04858e-09 5.46566e-10 1.3418e-10 3.59882e-11 1.28996e-10 1.28914e-10 1.08559e-10 4.03663e-11 2.18496e-10 9.46751e-11 3.82146e-11 1.04958e-10 1.55941e-10 9.09996e-11 6.28059e-11 4.15515e-11 1.66425e-10 1.19087e-10 8.05721e-11 1.35121e-10 8.80007e-11 1.96849e-10 1.74204e-10 5.64311e-11 3.44855e-10 2.73494e-10 2.49527e-10 7.20654e-10 1.84931e-10
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.087075000000000014 -0.064794999999999978 0.087445000000000009 -0.064749999999999988 -0.010094999999999998 -0.13847499999999999 -0.080344999999999986 -0.090569999999999998 -0.095689999999999983 -0.069824999999999984 -0.015039999999999998 -0.088629999999999987 -0.082619999999999985 0.087615000000000012 0.089125000000000024 -0.57146499999999989 0.088555000000000009 0.089015000000000025 -0.087989999999999985 -0.069894999999999985 -0.082384999999999986 -0.085744999999999988 -0.086254999999999984 0.10722500000000001 0.083235000000000017 -0.085384999999999975 -0.23375999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 -8 9 -6 -10 12 13 15 -13 -12 18 -18 -16 21 -21 -19 23 -23 25 26 29 28 -26 -20
right_child=2 -3 4 -5 8 6 7 -9 10 -11 11 14 -14 -15 16 -17 17 19 24 20 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-2.7062550856602114e-09 -4.9947633449030286e-07 6.9374089742330571e-07 -1.5218573423680937e-07 -2.5064375799388474e-07 -8.2396907075121817e-08 3.4060678853364836e-07 1.872048154420251e-07 -9.3826119293031039e-08 -2.1443077906318261e-07 3.2698884111100184e-07 1.1959091968568222e-07 -2.0627564322498157e-07 -1.4607474980721237e-07 2.6407062350131131e-07 2.330348327074138e-07 -9.4408948436708329e-08 -2.824080250062567e-07 -1.0237906089116678e-07 -2.6679786045711996e-07 -2.5862439183248808e-07 7.2549082151919147e-08 4.1526887173404253e-08 -7.9729056520508579e-08 4.5890423095329429e-07 5.9575619903149524e-07 -3.1810478544146369e-07 3.3854096531368586e-07 -2.9282263853844967e-07 6.2851352297203047e-09 -7.8385002833325814e-09
leaf_weight=172 22 22 22 25 32 20 27 28 21 22 24 22 21 36 22 32 26 30 29 28 22 20 33 20 21 38 22 27 1673 562
leaf_count=172 22 22 22 25 32 20 27 28 21 22 24 22 21 36 22 32 26 30 29 28 22 20 33 20 21 38 22 27 1673 562
internal_value=0 3.89531e-08 -2.93275e-09 -3.41704e-08 8.60295e-10 6.07366e-08 1.23194e-07 4.41345e-08 -1.22666e-09 8.43899e-08 -2.9208e-09 -1.28058e-09 5.56466e-08 1.01692e-07 -3.75949e-09 -2.69472e-09 -2.02791e-09 -4.85018e-08 1.44696e-09 -8.75302e-09 -1.12908e-07 4.18077e-08 1.01063e-07 2.50216e-07 -7.00993e-10 -2.57795e-08 -7.6582e-09 8.78542e-09 1.35926e-08 -2.05455e-08
internal_weight=0 219 2902 197 2880 97 75 55 2783 54 2729 2708 113 92 2595 56 2573 179 2394 153 50 103 73 40 2372 651 613 1721 1694 591
internal_count=3121 219 2902 197 2880 97 75 55 2783 54 2729 2708 113 92 2595 56 2573 179 2394 153 50 103 73 40 2372 651 613 1721 1694 591
is_linear=0
shrinkage=0.1


Tree=9804
num_leaves=31
num_cat=0
split_feature=142 11 147 150 49 448 150 1374 1375 42 1375 33 9 3 13 52 52 0 4 1 52 3 13 133 13 13 13 456 1429 3
split_gain=3.60205e-11 9.87689e-11 5.96891e-11 6.26737e-11 2.78217e-10 9.96872e-11 8.05001e-11 6.51078e-11 5.39223e-11 9.40585e-10 9.91228e-11 4.31462e-11 5.70286e-11 4.94775e-11 4.45074e-11 9.47774e-11 1.92433e-10 1.26834e-10 1.90469e-10 1.51279e-10 9.06214e-11 7.2012e-11 6.78238e-11 1.86284e-10 1.18433e-10 1.04966e-10 9.57523e-11 6.035e-11 1.99208e-10 2.44353e-10
threshold=-0.057499999999999989 -1.0000000180025095e-35 0.099730000000000027 0.12640500000000002 -0.045154999999999994 1.0000000180025095e-35 0.11857000000000002 -0.23782999999999996 -0.090674999999999992 0.083995000000000014 -0.066804999999999989 -0.009184999999999997 0.089995000000000006 -0.014944999999999998 -0.14179999999999995 0.11434500000000002 0.084735000000000019 -0.075934999999999989 -0.0039549999999999993 0.10781 0.15116000000000002 0.31370500000000007 -0.10278499999999999 -0.27466499999999994 -0.097984999999999989 -0.095304999999999987 -0.093839999999999993 0.087750000000000009 0.084855000000000014 -0.082594999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 -3 9 -9 -10 -12 14 -14 15 16 17 18 -13 -19 -17 -20 23 -16 -24 -26 -27 -28 29 -29
right_child=1 2 -4 4 -6 -7 -8 8 10 -11 11 12 13 -15 22 20 -18 19 21 -21 -22 -23 24 -25 25 26 27 28 -30 -31
leaf_value=1.2204389411666721e-07 -1.8790366286428447e-07 1.6849942992196349e-07 1.2877353609121025e-07 1.0795114135930817e-07 -3.5101530647807524e-07 2.000117683564895e-07 -1.9109234301595281e-07 3.4537889619783032e-07 1.9562056584513463e-07 -5.9026871906688767e-07 -1.313171605659136e-07 2.3243336033355415e-07 1.0907859859798919e-08 2.1001938651880418e-07 -1.1785596644063967e-07 2.423021774689005e-07 -3.6256089833232508e-07 -3.8398108419102074e-07 9.2248754104117404e-09 4.9645738897652338e-09 -5.8731714318582817e-08 -1.9650771316003522e-07 -2.3115067180738567e-07 2.5349113806376927e-07 1.847528981014171e-07 -2.0810263040066898e-07 4.7109072374009922e-09 -3.8512974686203251e-07 1.9837806199856938e-07 -1.6158942628408113e-08
leaf_weight=24 28 23 36 28 25 25 22 22 26 21 25 30 26 24 22 20 21 20 46 20 20 27 22 35 31 22 2331 28 21 50
leaf_count=24 28 23 36 28 25 25 22 22 26 21 25 30 26 24 22 20 21 20 46 20 20 27 22 35 31 22 2331 28 21 50
internal_value=0 -9.39277e-10 7.66491e-10 -7.5288e-10 -1.08542e-07 1.16418e-09 -5.18115e-10 9.11354e-10 -4.13225e-10 -1.11565e-07 1.25386e-09 -5.24925e-10 6.36227e-10 1.06481e-07 -1.2771e-09 -4.62307e-08 -7.98931e-08 -3.83825e-08 2.03072e-08 -1.89508e-07 9.17852e-08 -6.6868e-08 2.30235e-09 1.10164e-07 -1.51996e-10 1.89471e-09 -4.17118e-10 1.46316e-09 -7.50065e-08 -1.4861e-07
internal_weight=0 3097 3069 3033 53 2980 2955 2933 2910 43 2867 2841 2816 50 2766 204 164 143 103 40 40 73 2562 57 2505 2483 2452 2430 99 78
internal_count=3121 3097 3069 3033 53 2980 2955 2933 2910 43 2867 2841 2816 50 2766 204 164 143 103 40 40 73 2562 57 2505 2483 2452 2430 99 78
is_linear=0
shrinkage=0.1


Tree=9805
num_leaves=31
num_cat=0
split_feature=130 12 448 1348 148 147 147 448 132 132 51 402 51 43 132 132 130 132 1429 51 50 132 130 42 12 50 50 4 50 480
split_gain=3.54244e-11 9.88495e-11 3.49382e-11 8.73393e-11 4.66471e-11 3.3816e-11 6.73698e-11 4.34962e-11 3.71328e-11 1.88027e-10 1.61892e-10 2.35903e-10 1.44587e-10 1.95698e-10 3.4846e-10 2.30346e-10 1.64634e-10 1.32565e-10 5.54114e-11 6.73232e-11 7.13254e-11 6.24731e-10 9.06527e-10 2.26718e-10 2.40113e-10 2.22972e-10 9.56233e-11 5.08879e-10 9.76393e-11 1.13462e-10
threshold=-0.23647499999999996 0.23631000000000002 0.068920000000000023 0.091105000000000005 -0.098399999999999974 0.094075000000000006 0.088520000000000015 -0.070064999999999975 0.087955000000000019 0.089825000000000002 0.092790000000000011 0.090045000000000014 -0.043349999999999993 -0.079734999999999986 0.10859000000000001 0.10027500000000002 0.084975000000000009 0.084605000000000014 -0.23752499999999996 0.31127000000000005 0.090630000000000016 -0.083284999999999984 0.0029050000000000005 -1.0000000180025095e-35 0.09334000000000002 0.089915000000000009 0.083090000000000011 -0.083439999999999986 0.020130000000000006 0.11387000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 17 -10 11 12 -11 15 -15 -14 -17 18 -6 20 25 -22 23 24 -23 26 28 -28 29 -20
right_child=1 -3 -4 -5 5 -7 7 -9 9 10 -12 -13 13 14 -16 16 -18 -19 19 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.3264944769275645e-07 -1.5367874794947056e-07 2.1208375341979552e-07 -1.3238376908475402e-07 1.7000530662632704e-07 -1.6164281704044742e-07 -9.5462449870545826e-08 3.1687848093042708e-08 2.2690818766369333e-07 -3.2411773531748622e-07 -1.8187269067827917e-07 2.1859949889083645e-07 -3.4378246256309195e-07 3.3863873876030354e-07 -3.8625892466370715e-07 9.4452993449958983e-08 -1.2325095992439726e-07 2.3640942046654347e-07 2.2705940414023364e-07 -5.1149090059176772e-09 -1.7688412597072741e-07 4.9668941059114309e-07 5.01444717503405e-07 -6.3150343681935994e-07 1.6108192161765855e-08 2.8705904174909271e-08 -3.2883427631228793e-07 -2.5364987808726174e-07 3.5681231875312534e-07 -2.194562245536179e-07 2.2852140713915844e-07
leaf_weight=20 20 22 20 30 21 37 25 21 21 37 27 23 34 25 38 35 20 26 2039 21 28 21 21 346 22 21 22 36 21 21
leaf_count=20 20 22 20 30 21 37 25 21 21 37 27 23 34 25 38 35 20 26 2039 21 28 21 21 346 22 21 22 36 21 21
internal_value=0 8.66239e-10 -6.42947e-10 2.18386e-10 -1.46323e-09 -4.51493e-10 7.31349e-10 1.2081e-07 -1.15643e-09 -3.72297e-08 -1.20219e-08 -4.13935e-08 -4.59485e-09 3.85583e-08 -9.63057e-08 1.34024e-07 7.53463e-09 2.36159e-09 1.48661e-10 1.44596e-09 2.88743e-09 3.96827e-08 8.47252e-09 4.30213e-08 2.59578e-07 -4.57384e-09 -1.39036e-09 1.25258e-07 -4.9202e-09 -2.73318e-09
internal_weight=0 3101 3079 3059 3029 3009 2972 46 2926 260 239 212 189 152 63 89 55 2666 2640 2619 2598 438 410 389 43 2160 2139 58 2081 2060
internal_count=3121 3101 3079 3059 3029 3009 2972 46 2926 260 239 212 189 152 63 89 55 2666 2640 2619 2598 438 410 389 43 2160 2139 58 2081 2060
is_linear=0
shrinkage=0.1


Tree=9806
num_leaves=31
num_cat=0
split_feature=132 1185 1203 402 401 401 43 1210 1210 12 51 1213 42 4 3 3 4 1 1210 2 12 1210 16 13 130 130 130 0 52 41
split_gain=4.29168e-11 2.48761e-10 9.70492e-11 3.27218e-11 8.18561e-11 7.63453e-11 3.98615e-11 2.65061e-10 1.86657e-10 4.53594e-10 9.96591e-11 1.03218e-10 1.07462e-10 9.64949e-11 1.96797e-10 3.0689e-10 2.7807e-10 1.49113e-10 9.17994e-11 6.303e-10 4.05343e-10 1.51791e-10 7.85868e-11 7.85879e-11 6.68726e-11 2.41609e-10 1.30674e-10 1.39567e-10 3.19137e-10 7.18755e-11
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.47355499999999995 -0.46360499999999999 -0.13200999999999999 0.0034250000000000005 -0.0095099999999999976 -0.13847499999999999 0.091545000000000015 0.089355000000000004 -0.15413999999999997 -0.084624999999999992 -0.074729999999999977 -0.07359499999999998 -0.07908999999999998 0.015030000000000002 0.087865000000000013 -0.079504999999999978 0.084715000000000013 0.087625000000000022 -0.064344999999999999 -0.090054999999999982 -0.087714999999999987 0.085870000000000016 0.0053350000000000003 0.089120000000000019 -0.067094999999999988 -0.14813999999999997 0.088520000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 8 -8 9 -7 11 -9 -13 17 15 -15 -16 22 19 -10 -21 -20 -14 -24 25 29 -26 28 -28 -23
right_child=1 3 -4 4 5 6 7 10 18 -11 -12 12 13 14 16 -17 -18 -19 21 20 -22 24 23 -25 26 -27 27 -29 -30 -31
leaf_value=-1.7250985794498305e-08 3.4617837898275911e-07 1.0130621599380163e-07 -2.1640662836322886e-07 -1.5021603216622581e-07 1.4622789497783137e-07 5.390649619130272e-07 -3.15642554085116e-07 1.743022020643063e-07 -5.3870374401299163e-07 -4.0397770817435235e-08 1.4259911843339523e-07 1.3771566282609155e-07 6.0249148827164459e-08 -2.0593195170571062e-08 -4.1821641804927903e-07 4.2555753812697121e-07 -1.1967417798188317e-08 -3.7763738548944404e-07 2.5363410536272115e-07 4.2410439986962868e-07 -1.9011615108865955e-07 1.6098674295458392e-09 -1.597890750624422e-08 -2.7512552082953336e-07 2.5472312472629713e-07 -3.3371170554181106e-07 -3.7801673572955356e-07 2.346938581752056e-07 5.4464412061191741e-08 -1.6263077992772635e-07
leaf_weight=194 21 32 28 36 36 22 30 24 23 35 40 30 27 58 23 21 63 21 24 21 22 2028 22 25 29 22 21 25 91 27
leaf_count=194 21 32 28 36 36 22 30 24 23 35 40 30 27 58 23 21 63 21 24 21 22 2028 22 25 29 22 21 25 91 27
internal_value=0 3.25076e-09 -4.23697e-08 7.48509e-10 -3.82147e-10 1.53743e-09 -3.40309e-10 -3.02462e-08 4.46466e-09 1.83255e-07 -6.06007e-09 -2.49976e-08 -4.14913e-08 -6.21691e-08 -1.59432e-08 9.80038e-08 -1.20615e-07 -1.42456e-07 9.64506e-11 -1.1616e-07 1.09852e-07 3.48106e-09 -7.57155e-08 -1.53823e-07 8.04436e-10 -4.07698e-09 6.18809e-08 2.10603e-08 -2.66258e-08 -5.48039e-10
internal_weight=0 2899 222 2878 2846 2810 2774 384 2390 57 354 314 290 260 165 79 86 95 2333 66 43 2267 74 47 2243 2077 166 137 112 2055
internal_count=3121 2899 222 2878 2846 2810 2774 384 2390 57 354 314 290 260 165 79 86 95 2333 66 43 2267 74 47 2243 2077 166 137 112 2055
is_linear=0
shrinkage=0.1


Tree=9807
num_leaves=31
num_cat=0
split_feature=401 401 402 1210 401 1209 43 15 1212 1212 403 2 1210 1210 1211 1211 12 1211 1210 131 482 483 42 483 0 483 13 483 133 1447
split_gain=3.62133e-11 7.45048e-11 5.87627e-11 6.04704e-11 3.71723e-11 3.89442e-11 4.18541e-10 5.10339e-10 4.77885e-11 5.03071e-10 2.79274e-10 9.02857e-11 4.69948e-11 9.61406e-11 6.76071e-11 7.60498e-11 4.69526e-11 3.85703e-11 3.74947e-11 3.4188e-11 6.81763e-11 8.90248e-11 1.79475e-10 8.06251e-11 1.02871e-10 9.57596e-11 1.78538e-10 1.00883e-10 5.74128e-11 4.40045e-10
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.15724500000000002 -0.099524999999999988 -0.064814999999999984 -0.0047449999999999992 0.087575000000000014 -0.089544999999999986 -0.04353499999999999 0.041145000000000008 0.088475000000000012 -0.13847499999999999 -0.087769999999999973 0.11048500000000001 0.092635000000000009 0.087285000000000015 0.087635000000000005 0.0028200000000000005 0.11863000000000001 0.12191 0.11494000000000001 0.093655000000000002 0.10083000000000002 -0.085804999999999979 0.095085000000000017 -0.080759999999999985 0.093265000000000015 0.086910000000000015 0.059120000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6 10 -10 -7 16 -11 -14 15 17 -12 18 19 20 21 23 -23 25 -25 27 -27 28 29 -15
right_child=1 2 3 -5 5 8 -8 -9 9 12 11 -13 13 14 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=1.3413617914181941e-07 -1.8017090740307181e-07 1.3320700448406517e-07 -1.0053375329259023e-07 -1.3990974139233004e-07 -3.859725154597982e-07 4.0209943847457907e-07 4.2297912609493937e-07 1.8680589083227722e-07 -4.6852182423584099e-07 1.1794361883483577e-07 -5.8597027877535117e-08 -1.6031122570378137e-07 -2.1349427578613926e-07 -3.4913122835816832e-09 1.33744334250782e-07 -1.5890524394990281e-07 1.3054154168555346e-07 1.2740710430373763e-07 1.2193526183068569e-07 -8.7522474687931314e-08 1.7179586032017616e-07 9.5665400376024738e-09 -3.6595480906953531e-07 -1.4568071159440098e-08 2.4305307183952561e-07 4.1313201712966937e-08 -3.0979417918583102e-07 2.1028702455485316e-07 2.7986107769703764e-08 -4.6398599752570766e-07
leaf_weight=20 23 33 36 31 28 20 24 35 23 34 21 28 21 1753 38 30 35 24 25 45 23 35 20 31 31 30 28 23 552 21
leaf_count=20 23 33 36 31 28 20 24 35 23 34 21 28 21 1753 38 30 35 24 25 45 23 35 20 31 31 30 28 23 552 21
internal_value=0 -8.58011e-10 4.81883e-10 -9.56517e-10 4.72664e-10 1.69369e-09 6.76147e-08 -6.77623e-08 -2.9009e-10 -2.77371e-09 6.62663e-08 -1.3694e-08 1.1019e-09 -3.53269e-10 1.29899e-09 -5.85297e-10 5.96146e-08 1.21311e-09 5.58114e-11 -1.11972e-09 4.06827e-10 -1.15496e-09 -1.26987e-07 1.6481e-09 1.14243e-07 -1.25213e-09 -1.28187e-07 1.88206e-09 -1.78695e-10 -8.94249e-09
internal_weight=0 3101 3078 3045 3014 2978 87 63 2891 2787 104 84 2764 2730 2709 2671 56 2641 2617 2592 2547 2524 55 2469 62 2407 58 2349 2326 1774
internal_count=3121 3101 3078 3045 3014 2978 87 63 2891 2787 104 84 2764 2730 2709 2671 56 2641 2617 2592 2547 2524 55 2469 62 2407 58 2349 2326 1774
is_linear=0
shrinkage=0.1


Tree=9808
num_leaves=31
num_cat=0
split_feature=129 42 1184 394 3 393 16 43 12 130 130 1429 156 12 0 1429 401 0 12 2 0 2 160 0 12 2 12 16 0 0
split_gain=3.1759e-11 2.68025e-10 1.03231e-10 4.35767e-11 2.50922e-10 5.05782e-11 1.18405e-10 4.6368e-11 1.17984e-10 8.9328e-11 9.64532e-11 4.37227e-11 8.92867e-11 4.3026e-11 4.64678e-10 1.20292e-10 7.3218e-11 9.61991e-11 2.78934e-10 1.2877e-10 7.82605e-11 1.57508e-10 9.05952e-11 1.34961e-10 1.5402e-10 1.09338e-10 1.62962e-10 8.32529e-11 6.31962e-11 3.05149e-10
threshold=-0.077709999999999987 -0.015274999999999999 0.089075000000000015 0.013605000000000001 -0.083489999999999995 0.088255000000000014 -0.088159999999999988 -0.50216499999999986 0.097825000000000009 -0.22562499999999999 -0.082549999999999985 -0.23752499999999996 0.32523500000000005 0.099815000000000015 0.10455500000000001 -0.10379499999999998 -0.099524999999999988 -0.052984999999999997 0.12757000000000002 0.12437500000000001 -0.063634999999999983 0.11824000000000001 -0.063384999999999983 -0.075934999999999989 0.10463500000000002 0.090675000000000019 0.12302 -0.054549999999999994 -0.067094999999999988 -0.068604999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 -7 8 -2 -9 -11 -12 13 15 16 -13 -15 20 19 -19 22 -22 27 25 -25 -24 -27 -18 29 -17
right_child=2 -3 -4 4 -6 6 -8 9 -10 10 11 12 -14 14 -16 28 17 18 -20 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-3.5434196282343091e-07 -3.5118968326012613e-09 1.0542826243131743e-07 2.1239085546530197e-07 2.5561225716127675e-07 -1.6420061434985201e-07 -2.7733035685302679e-07 1.5622776393874538e-08 -2.0752485045960612e-07 2.8557628724001914e-07 1.7783909121031155e-07 -1.4617538214776819e-07 2.2970282347130154e-07 2.0918994550811476e-07 -1.6371003897364535e-07 -4.6001147748775398e-07 -3.1264014919786732e-09 3.8081203709597587e-08 3.4455915052898065e-07 -2.1105182256064837e-07 2.4780632372767289e-08 -3.4894836232979291e-07 4.3171194788339479e-08 7.9558034311240398e-08 -9.5901572631891433e-09 3.2559458915670805e-07 -2.5383076108807602e-07 1.0399805010052889e-07 -2.1627688841275107e-07 3.5383644286817347e-08 -3.5475813842822392e-07
leaf_weight=21 48 32 23 35 24 22 37 21 20 30 21 23 20 27 24 1925 22 34 20 20 20 21 51 26 29 35 20 31 414 25
leaf_count=21 48 32 23 35 24 22 37 21 20 30 21 23 20 27 24 1925 22 34 20 20 20 21 51 26 29 35 20 31 414 25
internal_value=0 -7.67448e-08 1.33068e-09 -2.63533e-10 8.48409e-08 -1.9451e-09 -9.3614e-08 -9.73169e-11 8.1514e-08 -2.03841e-09 -5.17893e-10 -2.42342e-09 -1.34025e-09 -2.86197e-09 -3.41152e-08 2.11341e-09 -5.40312e-09 7.58864e-09 1.07967e-07 2.26123e-07 -2.15409e-08 -1.48107e-07 2.70769e-09 4.00388e-08 1.67144e-07 -2.59118e-08 -1.23711e-07 -1.10694e-07 -1.00866e-10 -7.6345e-09
internal_weight=0 53 3068 3045 59 2986 59 2927 68 2859 2838 2808 2787 2767 380 2387 356 329 74 54 255 41 214 161 55 106 55 53 2364 1950
internal_count=3121 53 3068 3045 59 2986 59 2927 68 2859 2838 2808 2787 2767 380 2387 356 329 74 54 255 41 214 161 55 106 55 53 2364 1950
is_linear=0
shrinkage=0.1


Tree=9809
num_leaves=31
num_cat=0
split_feature=156 472 1429 471 1428 1426 474 474 1 157 15 13 49 475 1445 1447 475 51 151 2 159 482 482 0 121 33 376 52 133 2
split_gain=3.81739e-11 5.81599e-11 3.86534e-11 6.97712e-11 4.0109e-11 7.86937e-11 4.43912e-11 2.02901e-10 1.27267e-10 2.74088e-10 1.35499e-10 1.31004e-10 9.33334e-11 8.01893e-11 7.12452e-11 7.97294e-11 7.12427e-11 4.00063e-10 2.16715e-10 1.836e-10 9.06359e-11 8.04166e-11 1.04421e-10 2.43609e-10 1.37027e-10 7.41731e-11 8.30256e-11 1.03167e-10 1.21364e-10 1.70394e-10
threshold=0.3248100000000001 -0.097514999999999977 0.12387000000000002 0.10277000000000001 0.087445000000000009 -1.0000000180025095e-35 0.089435000000000014 0.088710000000000011 0.10022000000000002 -0.080299999999999996 -0.013104999999999999 -0.059629999999999996 0.089215000000000017 0.088410000000000016 0.077530000000000016 -0.10333499999999998 -0.086279999999999982 -0.085734999999999992 -0.55306499999999992 0.086950000000000013 -0.47354999999999997 0.11191500000000001 0.090355000000000005 -0.08317999999999999 -0.094339999999999993 -0.044254999999999996 0.080200000000000007 0.13389000000000004 0.086990000000000012 0.096015000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 13 9 -8 12 -10 -11 14 15 -3 17 19 -18 -17 -20 22 24 -24 -22 -26 -27 28 29 -28
right_child=-2 2 -4 -5 5 -7 8 -9 11 10 -12 -13 -14 -15 -16 16 18 -19 20 -21 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=1.7093899515430169e-07 -1.2834624978653588e-07 1.8276538185091341e-07 -1.3221896382602113e-07 1.6718180347652379e-07 -6.3424940890399745e-08 1.9441720994485689e-07 -3.4770774667387221e-07 2.8446089413591836e-07 -6.6975597819278362e-08 -2.5018163493465785e-07 2.1615869854940684e-07 2.3650390062357477e-07 4.1407498199334998e-08 -2.0121473511380826e-07 -1.6501890332147714e-07 2.5837341405576807e-07 3.2263062201937355e-07 -4.1832783112410582e-07 2.0222100467683714e-07 -9.0561959316466158e-08 -2.4519398790368505e-07 -1.4412334402381116e-07 -7.8616100414781922e-08 3.7194741568195394e-07 1.8715798928848841e-07 -5.9916544534698124e-09 4.200782157681715e-07 -1.3495339857172439e-07 1.9420102634337691e-08 5.3872537364441091e-08
leaf_weight=20 23 24 22 25 20 29 35 25 33 21 20 25 23 20 26 25 21 26 22 38 23 39 24 24 21 2332 24 20 64 27
leaf_count=20 23 24 22 25 20 29 35 25 33 21 20 25 23 20 26 25 21 26 22 38 23 39 24 24 21 2332 24 20 64 27
internal_value=0 9.61863e-10 -1.42601e-10 8.0821e-10 -5.64056e-10 8.91755e-08 -2.03865e-09 8.37657e-10 -5.37939e-08 -1.22707e-07 3.39564e-10 6.38345e-08 -9.776e-08 -1.69469e-09 -2.59297e-10 1.29617e-09 -2.99166e-10 -8.82982e-08 2.66635e-09 4.79045e-08 1.01746e-10 -1.60981e-09 5.62143e-10 1.46666e-07 -2.23076e-09 1.52869e-11 -1.57774e-09 7.46686e-08 1.11125e-07 2.26205e-07
internal_weight=0 3098 3078 3056 3031 49 2982 2825 157 99 64 58 44 2800 2780 2754 2730 89 2641 63 2620 2598 2559 48 2511 2488 2467 135 115 51
internal_count=3121 3098 3078 3056 3031 49 2982 2825 157 99 64 58 44 2800 2780 2754 2730 89 2641 63 2620 2598 2559 48 2511 2488 2467 135 115 51
is_linear=0
shrinkage=0.1


Tree=9810
num_leaves=31
num_cat=0
split_feature=40 4 33 3 11 9 9 3 3 3 3 1213 3 403 3 4 3 42 3 43 13 52 43 401 2 2 2 15 15 1212
split_gain=3.93258e-11 9.5546e-11 3.32297e-11 6.51995e-11 6.27164e-11 7.59365e-11 1.67277e-10 3.84492e-11 5.38307e-10 2.33531e-10 5.98524e-10 5.77215e-10 1.69646e-10 2.80441e-10 1.7877e-10 1.66965e-10 1.64627e-10 2.59315e-10 2.14469e-10 1.47844e-10 1.4573e-10 1.25884e-10 1.45487e-10 1.00158e-10 1.13923e-10 7.80922e-10 5.90413e-10 4.41105e-10 2.02792e-10 1.75638e-10
threshold=-0.24620999999999996 0.63556000000000001 0.085305000000000006 -0.0063699999999999989 -0.011194999999999998 0.092235000000000011 0.087755000000000014 -0.077354999999999993 -0.077774999999999983 -0.078724999999999976 -0.07908999999999998 -0.018814999999999995 -0.075634999999999994 -1.0000000180025095e-35 -0.074939999999999993 -0.0063549999999999987 -0.079724999999999976 0.089015000000000025 -0.080484999999999987 -0.0071849999999999995 -0.16152999999999998 0.048520000000000008 -0.018859999999999998 -0.13200999999999999 0.093175000000000022 0.092235000000000025 0.09580000000000001 0.11842000000000001 0.11461000000000002 -0.064959999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 8 9 10 16 -11 13 -9 -14 -13 18 -18 20 -15 -6 22 -20 -16 25 27 -26 28 -25 -28
right_child=1 -3 3 -5 5 -7 -8 12 -10 11 -12 15 14 19 23 -17 17 -19 21 -21 -22 -23 -24 24 26 -27 29 -29 -30 -31
leaf_value=1.3977698500866609e-07 1.6997145787007123e-07 -2.1347817366967364e-07 -2.1767170821362924e-07 3.7670195096595199e-08 -2.6707076074217188e-07 -1.3995382288400331e-07 2.835438932282029e-07 4.5820098726132782e-07 -3.9157537264047609e-07 5.8875832830489862e-07 -5.0434626587640243e-07 -2.2271247685652768e-07 -2.7825724409069607e-07 1.5313816201031422e-07 2.0753976048126789e-07 1.4542303592435248e-07 -8.6196246229519607e-09 4.5624150498468911e-07 -4.5956298761625062e-07 -1.7314567615011628e-07 4.6165354388820003e-09 -7.0726858423548608e-09 -1.0696540587673553e-07 2.4280828172503496e-08 -4.1394879978105968e-07 6.5692902964542562e-07 -2.6822221914442156e-07 -3.9032081713230582e-07 3.3875373294346323e-07 1.3498891663421363e-08
leaf_weight=20 22 21 20 20 20 38 21 22 36 23 24 22 22 41 25 28 30 20 22 21 1536 29 25 302 36 20 23 25 22 585
leaf_count=20 22 21 20 20 20 38 21 22 36 23 24 22 22 41 25 28 30 20 22 21 1536 29 25 302 36 20 23 25 22 585
internal_value=0 -8.98852e-10 5.50552e-10 -9.00008e-08 1.74202e-09 5.15692e-10 2.30691e-09 3.10977e-10 -8.73896e-09 -9.91851e-10 -8.48659e-09 1.74159e-07 1.46691e-08 1.51465e-07 3.82865e-09 -1.65566e-08 -1.4113e-09 1.77325e-07 -6.88728e-09 4.26227e-08 1.12441e-09 -1.70916e-07 -2.72011e-07 9.80735e-09 4.92748e-09 4.92302e-08 -2.04572e-08 1.44051e-08 4.56339e-08 2.84168e-09
internal_weight=0 3101 3080 40 3040 3018 2980 2959 1815 1779 1706 73 1144 84 1060 50 1682 50 1632 62 1556 76 47 1038 1013 369 644 349 324 608
internal_count=3121 3101 3080 40 3040 3018 2980 2959 1815 1779 1706 73 1144 84 1060 50 1682 50 1632 62 1556 76 47 1038 1013 369 644 349 324 608
is_linear=0
shrinkage=0.1


Tree=9811
num_leaves=31
num_cat=0
split_feature=130 1 403 1210 1212 1212 48 129 1184 1211 1186 132 1211 50 394 393 1185 1203 13 403 13 1212 4 2 2 42 403 13 39 33
split_gain=3.78512e-11 6.6232e-11 3.60931e-11 2.0287e-10 1.51699e-10 7.38748e-10 9.3776e-11 9.30093e-11 8.85717e-11 7.97877e-11 1.3777e-10 1.10976e-10 1.53251e-09 1.43707e-09 1.34148e-10 1.03901e-10 1.15619e-10 7.35282e-11 6.28418e-11 3.12153e-10 1.69445e-10 1.81682e-10 2.07559e-10 1.39541e-10 1.50554e-10 8.72019e-11 6.34138e-11 1.31077e-10 5.54619e-11 1.21108e-10
threshold=-0.23123999999999997 0.16540500000000002 0.0033700000000000002 -0.090009999999999993 -0.089544999999999986 -0.082209999999999991 0.086910000000000015 -0.077709999999999987 0.089075000000000015 0.11716500000000001 0.057025000000000006 -0.083284999999999984 0.11013500000000002 0.10022000000000002 0.013605000000000001 0.088965000000000002 0.08777500000000002 0.085960000000000023 -0.083894999999999983 0.059220000000000009 -0.0082249999999999979 -0.070754999999999985 -0.077834999999999988 0.085625000000000021 0.088225000000000012 -0.085499999999999979 0.26838000000000006 -0.097984999999999989 -1.0000000180025095e-35 -0.009184999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 18 -7 9 10 11 13 14 17 15 16 28 -9 19 -5 21 -20 -23 -22 -25 -26 27 -21 -13 -30
right_child=1 -3 3 6 5 7 -8 8 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 20 26 23 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=1.2781812156711805e-07 2.3211156387872139e-07 -1.5687992608356447e-07 3.1689902026182215e-07 -4.1340878142580639e-07 -5.8319432515542191e-07 -1.8594302192790719e-07 1.6907660146196524e-07 9.9177042314393565e-10 2.0041749244435115e-07 1.7320894098833588e-07 -2.1238818492879695e-07 1.1891440593851594e-07 -8.5615029055659207e-07 8.7296656843705016e-07 2.3233512820297621e-07 -2.2197865654388375e-07 2.1534839083869885e-07 -1.8583501905858123e-07 -6.2583744241852825e-08 -4.8233904104133532e-08 -2.114651186508653e-07 4.8115920397625203e-07 9.7614057455207654e-08 2.5887520536116428e-07 5.483308821441213e-08 -1.8681573763501549e-07 -7.8419578580285981e-08 2.6473883058710984e-07 -2.1748447943755661e-07 -3.9432866440222115e-10
leaf_weight=23 27 27 23 21 22 27 34 111 22 26 31 38 21 20 25 21 25 26 34 32 38 21 43 20 32 28 44 23 26 2210
leaf_count=23 27 27 23 21 22 27 34 111 22 26 31 38 21 20 25 21 25 26 34 32 38 21 43 20 32 28 44 23 26 2210
internal_value=0 -9.42167e-10 4.28826e-10 2.87285e-08 -3.72419e-09 -6.12613e-09 1.08152e-08 -1.29711e-09 6.18891e-10 -1.08482e-09 -2.85915e-09 -2.84672e-10 -5.68721e-09 8.11319e-08 1.92888e-09 -5.53947e-10 1.46864e-09 -3.44644e-08 -5.19937e-09 -6.32211e-08 2.70349e-08 1.24223e-07 2.23465e-07 -5.3681e-08 2.12665e-08 -5.79364e-08 1.10611e-08 8.26456e-08 -8.82724e-10 -2.91863e-09
internal_weight=0 3098 3071 393 2678 2651 370 2629 2602 2580 2554 2523 2366 157 2345 2320 2299 137 336 120 216 98 64 118 80 60 99 55 2274 2236
internal_count=3121 3098 3071 393 2678 2651 370 2629 2602 2580 2554 2523 2366 157 2345 2320 2299 137 336 120 216 98 64 118 80 60 99 55 2274 2236
is_linear=0
shrinkage=0.1


Tree=9812
num_leaves=31
num_cat=0
split_feature=132 1185 50 393 394 1184 394 1176 130 1 39 9 2 33 12 12 12 12 0 42 1212 1212 402 12 403 133 3 52 13 401
split_gain=3.3298e-11 1.89796e-10 8.62133e-11 1.10057e-10 4.2334e-11 1.41358e-10 6.63365e-11 9.05347e-11 4.11904e-11 7.25414e-11 3.80376e-11 1.09015e-10 2.31493e-10 1.28567e-10 7.26769e-11 4.77467e-11 3.04123e-10 2.51854e-10 3.76612e-10 2.32459e-10 1.73494e-10 1.3249e-09 3.94584e-10 1.60763e-10 1.22048e-10 1.30261e-10 6.6101e-10 3.83688e-10 2.31776e-10 1.99587e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.09227500000000001 0.10483000000000002 -0.12099999999999998 0.088760000000000019 -0.09139499999999999 1.0000000180025095e-35 -0.23123999999999997 0.16540500000000002 -1.0000000180025095e-35 0.092235000000000011 -0.15339499999999998 -0.0066799999999999993 -0.015429999999999998 0.085355000000000014 0.085635000000000003 0.08493500000000001 -0.086934999999999985 0.085010000000000016 -0.073259999999999978 -0.089544999999999986 0.13685500000000003 0.084795000000000023 0.088465000000000002 0.091250000000000012 -0.086274999999999977 -0.0092699999999999987 -0.07743499999999999 0.076195000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 -6 8 -8 10 14 13 -13 -12 -10 17 19 23 -19 -17 21 22 -18 24 25 29 -27 -28 -29 -15
right_child=1 4 -4 -5 5 -7 7 -9 9 -11 11 12 -14 15 -16 16 20 18 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=1.724428920086332e-08 3.0240482043977651e-07 1.0552826703240881e-07 -1.9200424762655734e-07 -2.0781691088700428e-07 1.6669907729749413e-07 -2.6564134955719962e-07 1.4081982726565912e-07 -2.0711878519142331e-07 -1.6083544096545666e-08 -1.7286065367253893e-07 2.1599857095314487e-07 4.4327333953858149e-08 -4.0820135218666568e-07 -2.0709049408651482e-08 2.3542359148365222e-07 2.4688560529284587e-08 -5.2923010529200047e-08 -9.9154446021342526e-09 -5.0125853001339656e-07 4.9084137040846032e-07 1.414287569368927e-08 -7.927559806212824e-07 4.4841994846223092e-07 2.5237253812685861e-07 1.5927298736264313e-07 5.6041868544832097e-07 -3.6206631468014796e-07 3.3198456866519645e-07 -1.2895084921638045e-07 -3.021463664017924e-07
leaf_weight=166 21 38 31 25 24 20 21 21 27 24 28 26 20 817 20 20 73 39 26 23 1384 23 20 24 41 23 26 24 20 26
leaf_count=166 21 38 31 25 24 20 21 21 27 24 28 26 20 817 20 20 73 39 26 23 1384 23 20 24 41 23 26 24 20 26
internal_value=0 2.86439e-09 -3.73198e-08 -1.2214e-08 6.78726e-10 -7.2419e-10 1.15465e-09 -2.66327e-10 1.29904e-09 2.35159e-10 1.75688e-09 1.94583e-10 -1.52424e-07 2.85688e-09 9.09408e-08 5.69422e-10 1.18137e-08 -1.57063e-08 -2.06453e-07 2.74026e-07 4.29691e-09 -1.13176e-07 5.48927e-08 -3.32013e-09 -9.60122e-09 -1.69985e-08 9.53174e-08 -5.75016e-08 1.22468e-07 -2.93892e-08
internal_weight=0 2899 222 191 2878 2840 2820 2796 2775 2754 2730 2683 46 2637 47 2609 1543 1066 65 43 1500 116 93 1001 977 936 93 70 44 843
internal_count=3121 2899 222 191 2878 2840 2820 2796 2775 2754 2730 2683 46 2637 47 2609 1543 1066 65 43 1500 116 93 1001 977 936 93 70 44 843
is_linear=0
shrinkage=0.1


Tree=9813
num_leaves=31
num_cat=0
split_feature=9 9 41 41 3 34 33 13 12 1210 51 3 13 2 133 3 158 43 160 2 4 16 42 16 16 159 159 159 13 159
split_gain=3.51122e-11 8.86963e-11 5.52532e-11 9.74565e-11 4.7175e-11 4.31122e-11 1.62978e-10 3.482e-11 3.11572e-10 9.8853e-10 5.10597e-10 2.25104e-10 1.7943e-10 3.89953e-10 1.29894e-10 1.50647e-10 1.16909e-10 1.45376e-10 1.634e-10 9.19738e-11 1.23095e-10 1.43252e-10 1.35788e-10 1.78459e-10 2.59501e-10 4.98979e-11 3.4284e-10 3.13451e-10 1.79129e-10 1.68634e-10
threshold=0.092410000000000006 0.088235000000000022 0.086565000000000017 0.091290000000000024 -0.014944999999999998 -0.08786999999999999 1.0000000180025095e-35 -0.089109999999999981 0.088245000000000004 -0.077869999999999981 0.095820000000000016 -0.079594999999999985 -0.088319999999999996 0.084715000000000013 -0.073829999999999993 0.10732000000000001 0.085620000000000016 0.084740000000000024 0.041220000000000007 0.14530500000000005 -0.080364999999999978 -0.090764999999999985 0.08733500000000001 -0.087874999999999981 -0.097644999999999996 0.108225 0.10519500000000001 0.11084000000000001 0.056795000000000005 0.10323000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -2 -1 7 8 9 -7 11 -10 13 -9 -13 -16 17 18 19 20 21 -11 23 24 -22 26 29 -27 -29 -14
right_child=4 -3 3 -5 -6 6 -8 12 10 16 -12 14 25 -15 15 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=1.2127037225846088e-07 -5.1308040911698273e-09 -1.9288550205942557e-07 2.6035918252050167e-07 1.778107167044268e-08 1.8440422135205619e-07 -7.6171937138269649e-07 -2.5764015350659976e-07 5.3104704235806819e-07 -1.8122157990849007e-07 2.69690217464813e-07 5.538751505948117e-07 -3.2088943346941792e-08 -1.9172701894572779e-09 -5.6284335851859606e-08 4.2381392296149332e-07 4.0329056076870988e-08 1.2385398147074513e-07 -2.7499931969694149e-07 -2.4628869837325481e-07 1.8002162909169785e-07 -7.602236570173423e-08 -3.5455737616985061e-08 1.1382748539290333e-07 2.3175645380568711e-08 -5.5514526305699977e-07 4.240635000485327e-07 -3.1459467623205588e-07 5.6390205999329517e-08 -2.3598283811146268e-07 2.7632266834261415e-07
leaf_weight=28 29 24 22 67 24 20 25 20 38 25 21 32 2202 26 21 20 40 28 31 25 26 40 24 32 20 20 35 108 26 22
leaf_count=28 29 24 22 67 24 20 25 20 38 25 21 32 2202 26 21 20 40 28 31 25 26 40 24 32 20 20 35 108 26 22
internal_value=0 -1.39746e-09 1.12303e-10 7.77442e-08 8.06964e-08 -2.22585e-09 -3.40723e-09 -1.21707e-09 -2.70244e-08 -8.16611e-08 1.01703e-07 1.61568e-08 3.43223e-09 1.99077e-07 1.18902e-07 2.36748e-07 -3.49217e-08 -6.02246e-08 -3.32574e-08 1.13833e-09 -2.56406e-08 8.19081e-08 -9.41765e-08 -1.58178e-07 -2.84337e-07 -2.97425e-10 -4.05203e-09 5.47783e-08 -3.38892e-10 8.35103e-10
internal_weight=0 3068 3044 89 53 2955 2927 2902 443 311 132 111 2459 46 73 41 291 251 223 192 167 65 102 78 46 2413 2259 154 134 2224
internal_count=3121 3068 3044 89 53 2955 2927 2902 443 311 132 111 2459 46 73 41 291 251 223 192 167 65 102 78 46 2413 2259 154 134 2224
is_linear=0
shrinkage=0.1


Tree=9814
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 394 390 128 1185 13 393 1185 445 15 15 160 16 16 15 147 480 15 1209 1208 403 15 4 51 157 42 42
split_gain=3.37455e-11 1.01801e-09 5.63823e-10 2.62079e-10 3.41509e-11 1.26959e-10 3.60942e-11 1.38983e-10 1.33941e-10 6.12496e-11 4.21982e-11 3.68383e-11 5.09942e-11 1.16557e-10 1.00787e-10 7.52435e-11 7.00882e-11 6.78013e-11 5.13135e-11 4.95896e-11 6.21345e-11 5.77351e-11 7.23024e-11 8.0958e-11 5.74075e-10 6.27748e-11 1.71086e-10 2.23118e-10 1.821e-10 1.21537e-09
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.12099999999999998 0.090205000000000007 0.10773500000000001 0.090595000000000009 0.01128 0.09389500000000002 0.085905000000000009 -0.048849999999999998 0.12044500000000001 0.11773500000000002 -0.11922499999999998 0.13751500000000003 -0.06421499999999998 0.11461000000000002 0.10361000000000002 -0.087719999999999979 0.11171000000000002 0.11386000000000002 0.092250000000000013 -0.5335399999999999 0.087575000000000014 -0.07533999999999999 -0.14283999999999999 0.08796000000000001 0.086950000000000013 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 7 9 -8 10 11 -6 13 17 -14 16 -16 18 19 -13 21 22 23 24 -21 26 27 -25 -28 -30
right_child=2 -3 4 -5 5 -7 8 -9 -10 -11 -12 12 14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 25 -26 -27 28 -29 29 -31
leaf_value=6.199697318816413e-09 -5.0717948422051116e-07 6.9987975734875365e-07 9.5167163525083629e-08 -3.7558933740911016e-07 -1.3272735576005549e-07 -2.4523389774750677e-07 2.8572376322699714e-07 -2.5622765769011971e-07 -5.0664838834657934e-08 1.4657245809099425e-07 1.2260133660037452e-07 -1.2478375430724497e-07 2.6344575777178159e-07 -2.0559864193359091e-07 5.323615305718293e-08 1.3469394670235286e-07 -1.6714468031864271e-07 1.303871134002048e-07 -1.511679037637647e-07 -2.1406235930498952e-07 -1.5959004041240139e-07 1.2961073447773484e-07 -1.3846469327032732e-07 3.5797095585201953e-07 5.0045919402143884e-07 1.133306875672573e-08 -7.4185587372007696e-08 -6.0432521650000132e-08 6.9343808650046422e-07 -4.2700484779045656e-08
leaf_weight=178 22 21 38 20 21 21 20 21 29 29 28 32 21 28 31 36 27 39 23 23 24 35 37 26 22 1546 455 25 25 218
leaf_count=178 22 21 38 20 21 21 20 21 29 29 28 32 21 28 31 36 27 39 23 23 24 35 37 26 22 1546 455 25 25 218
internal_value=0 3.78504e-08 -2.858e-09 -3.23649e-08 9.94451e-10 -2.6472e-10 1.55887e-09 5.49725e-11 8.66366e-08 2.01133e-09 4.71184e-10 -7.98172e-10 2.38309e-10 -2.69029e-09 6.53805e-08 2.11319e-08 -4.93549e-08 -4.44662e-10 -2.49301e-09 -1.10747e-09 5.1718e-10 2.11029e-09 2.32913e-10 2.426e-09 1.35259e-07 -1.78579e-10 -2.39396e-08 1.52871e-07 -3.68584e-08 3.30339e-08
internal_weight=0 219 2902 198 2880 2842 2821 2772 49 2751 2722 2694 2673 2558 115 94 58 2530 2491 2468 2436 2412 2377 2340 45 2295 749 51 698 243
internal_count=3121 219 2902 198 2880 2842 2821 2772 49 2751 2722 2694 2673 2558 115 94 58 2530 2491 2468 2436 2412 2377 2340 45 2295 749 51 698 243
is_linear=0
shrinkage=0.1


Tree=9815
num_leaves=31
num_cat=0
split_feature=1429 1420 475 471 1429 156 1428 47 2 47 1 120 9 4 2 148 16 1 48 2 2 133 13 52 43 1455 16 52 2 0
split_gain=3.27562e-11 6.43373e-11 6.55406e-11 8.08505e-11 6.06236e-11 4.78633e-11 6.06026e-11 3.9512e-11 3.0455e-10 2.2533e-10 5.20273e-11 1.91759e-10 9.51441e-11 1.00688e-10 7.87276e-11 6.22564e-11 5.99128e-11 1.64379e-10 5.44277e-11 5.8169e-11 2.40974e-10 3.00219e-10 4.05662e-10 1.69525e-10 1.54421e-10 1.54271e-10 4.35338e-10 1.41632e-10 1.22054e-10 1.06412e-10
threshold=0.12521000000000002 -0.086589999999999986 -0.50059999999999982 0.10338500000000002 0.11181500000000001 0.3248100000000001 0.095640000000000017 0.092165000000000011 -1.0000000180025095e-35 0.089785000000000018 0.16540500000000002 1.0000000180025095e-35 0.089995000000000006 0.49041500000000005 0.31358000000000003 -0.10069499999999999 -0.54656499999999986 0.10439500000000002 0.11714000000000001 0.11448000000000001 0.12299 -0.030254999999999994 -0.064619999999999983 -0.046924999999999988 -0.11180499999999999 0.10994000000000001 0.62925500000000012 -0.24164999999999998 0.11237500000000002 -0.23194499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 9 -9 10 11 12 14 -14 15 -4 17 -17 19 25 21 -21 23 -23 -22 26 28 -26 29 -18
right_child=-2 2 3 -5 -6 -7 -8 8 -10 -11 -12 -13 13 -15 -16 16 18 -19 -20 20 24 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-1.7527870622437888e-07 1.275503934294875e-07 1.8078773862839627e-07 1.5185038632326864e-07 -2.0123085846535106e-07 1.7401902219660314e-07 -1.5484494440443088e-07 1.4178579109606439e-07 -4.1210391998447449e-07 -9.0397958847191316e-09 3.2164571931952487e-07 1.5341094915622866e-07 -2.3351085562442873e-07 3.1298442015881278e-07 1.9208677163159599e-08 1.9710881637990951e-07 3.4248765246047698e-08 2.1200199661872989e-07 -3.1863867659157307e-07 1.3725634850914048e-07 1.5904974981881622e-07 -2.0578504405695718e-07 -2.3966365355826621e-07 -5.0986301419340765e-07 1.2560707697654532e-07 3.1513851240561052e-07 -2.1878424996840852e-07 4.702565810532633e-07 2.8367082604044147e-08 1.7901853400372292e-07 -4.3231471234588635e-09
leaf_weight=21 20 20 26 20 20 20 30 20 299 22 22 35 20 28 20 33 23 22 28 23 24 27 35 24 20 31 20 124 38 2006
leaf_count=21 20 20 26 20 20 20 30 20 299 22 22 35 20 28 20 33 23 22 28 23 24 27 35 24 20 31 20 124 38 2006
internal_value=0 -8.38679e-10 3.50685e-10 -8.28642e-10 4.89794e-10 -6.59406e-10 3.68497e-10 -1.05996e-09 -3.43103e-08 2.94111e-09 2.74131e-10 -1.01816e-09 2.14562e-09 1.41615e-07 -5.06737e-10 -2.08514e-09 -3.70028e-09 -1.06906e-07 -1.35759e-09 -2.97813e-09 -4.60721e-08 -1.61866e-07 -2.47692e-07 -6.77715e-08 2.90562e-08 2.65786e-09 5.94712e-09 6.81964e-08 1.45453e-09 -1.87096e-09
internal_weight=0 3101 3080 3060 3040 3020 3000 2970 319 2651 2629 2607 2572 48 2524 2504 2478 55 2423 2395 277 109 86 51 168 2118 2087 144 2067 2029
internal_count=3121 3101 3080 3060 3040 3020 3000 2970 319 2651 2629 2607 2572 48 2524 2504 2478 55 2423 2395 277 109 86 51 168 2118 2087 144 2067 2029
is_linear=0
shrinkage=0.1


Tree=9816
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1177 1176 1183 129 128 12 402 131 1210 1209 1210 42 16 376 376 376 4 4 4 12 12 474 474 131 12 12 12
split_gain=3.38818e-11 2.20808e-10 9.72786e-11 3.81594e-11 8.43243e-11 5.01568e-11 4.50212e-11 4.83724e-11 1.12408e-10 7.71637e-11 7.03252e-11 8.09234e-11 4.89264e-11 1.03874e-10 2.75727e-10 1.5984e-10 4.55318e-11 5.55678e-11 7.40401e-11 4.53267e-11 3.32686e-10 3.13666e-10 1.68323e-10 4.93965e-10 1.32383e-10 2.13411e-10 1.07113e-10 1.01815e-10 1.55109e-10 2.5814e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.083384999999999973 1.0000000180025095e-35 -0.080339999999999981 0.11091000000000001 0.10670500000000001 0.10266500000000002 0.23460000000000003 0.13695500000000002 -0.099939999999999987 0.087485000000000021 -0.00046999999999999993 0.086325000000000013 -0.077879999999999991 0.10727000000000002 0.088720000000000007 0.086445000000000008 -0.086849999999999997 -0.08835999999999998 -0.085594999999999991 0.10866500000000003 0.099100000000000008 0.090440000000000006 0.085515000000000022 0.080385000000000012 0.096075000000000008 0.09320500000000001 0.090995000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 7 9 -9 10 11 -7 16 14 -14 -15 17 18 19 20 22 -21 23 24 25 26 27 28 29 -13
right_child=1 3 -4 4 -6 6 -8 8 -10 -11 -12 12 13 15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.2512410974454959e-08 3.2596099794361747e-07 1.2608395204930882e-07 -2.1190323349985975e-07 1.4512023665721093e-07 -1.7322500036292306e-07 -1.5809367055474867e-07 -1.1990400228829721e-07 2.7808795579176147e-07 -5.7184843207380709e-08 -1.5002808745922428e-07 1.6523637913661123e-07 6.0459283126590434e-09 3.5462207392811252e-09 -2.3101264604441025e-07 4.5829376958295144e-07 1.4180267531015567e-07 1.1237257879770368e-07 -1.644637791287096e-07 1.8586348113490744e-07 -3.0134116643962573e-07 3.6038989329309097e-07 -3.5351987345010817e-09 2.8558718398130625e-07 -4.0097046233237663e-07 -2.265093900177817e-07 3.4673637188120666e-07 -2.0670026110281014e-07 2.3437406295927402e-07 -2.2172972330736228e-07 3.7459836578688866e-07
leaf_weight=194 21 24 28 24 28 32 31 20 20 34 26 200 40 23 20 23 35 21 21 36 28 2012 20 30 20 21 20 23 25 21
leaf_count=194 21 24 28 24 28 32 31 20 20 34 26 200 40 23 20 23 35 21 21 36 28 2012 20 30 20 21 20 23 25 21
internal_value=0 2.87415e-09 -3.76608e-08 5.16674e-10 -5.39252e-10 1.17172e-09 -6.12463e-11 1.27947e-09 1.10452e-07 -3.19535e-10 1.56778e-09 -2.53991e-11 1.89131e-09 6.84518e-08 1.55129e-07 -4.4605e-08 -8.94093e-10 -2.4811e-09 -1.10781e-09 -2.7065e-09 2.77302e-08 -8.77007e-09 3.21845e-09 -1.24687e-08 2.28496e-08 3.89373e-08 1.65713e-08 3.31714e-08 1.43598e-08 4.10667e-08
internal_weight=0 2899 222 2878 2854 2826 2802 2771 40 2731 2697 2671 2639 106 60 46 2533 2498 2477 2456 408 2048 380 360 330 310 289 269 246 221
internal_count=3121 2899 222 2878 2854 2826 2802 2771 40 2731 2697 2671 2639 106 60 46 2533 2498 2477 2456 408 2048 380 360 330 310 289 269 246 221
is_linear=0
shrinkage=0.1


Tree=9817
num_leaves=31
num_cat=0
split_feature=1209 12 2 1209 1212 1212 402 402 43 403 401 0 0 0 3 1204 0 42 0 2 0 12 1 1453 481 481 13 42 49 475
split_gain=3.43565e-11 1.93007e-10 3.67876e-10 6.46365e-11 4.43652e-11 5.12814e-10 2.42128e-10 8.22919e-11 1.51904e-10 6.98967e-11 5.31736e-11 5.03901e-11 4.12974e-10 4.12318e-10 2.85687e-10 1.11815e-10 1.59224e-10 2.08493e-10 1.5943e-10 4.50545e-10 1.7834e-10 5.32295e-10 1.51173e-10 1.34353e-10 1.0149e-10 1.23401e-10 1.00915e-10 1.0647e-10 9.68929e-11 3.24415e-10
threshold=-0.077594999999999983 0.09141500000000001 0.085485000000000019 -0.025744999999999997 -0.089544999999999986 -0.073259999999999978 0.13628000000000004 -0.45454999999999995 0.054355000000000007 0.068400000000000002 -1.0000000180025095e-35 -0.082394999999999982 -0.082009999999999986 -0.082619999999999985 -0.084074999999999997 -0.08130999999999998 -0.080689999999999984 0.087885000000000019 -0.079984999999999987 0.090310000000000015 -0.078704999999999983 0.093105000000000007 0.087135000000000004 -0.077984999999999985 -0.16223499999999996 -0.11184999999999999 0.0049450000000000006 -0.087299999999999975 0.084075000000000025 -0.086279999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 6 -6 9 8 -7 -5 -9 13 14 24 -13 -14 17 26 19 -18 21 22 -20 -22 -12 -26 27 -17 -27 -30
right_child=3 -3 -4 4 5 7 -8 10 -10 -11 11 12 15 -15 -16 16 18 -19 20 -21 23 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=-2.888059152548915e-08 -1.4542969713070601e-07 -1.5913035314143701e-07 4.874934445937966e-07 -1.5133299734770847e-07 -5.0731469059428491e-07 -8.8061728575894459e-09 3.6759035925201936e-07 -1.388811557439291e-07 3.0541932886762881e-07 4.4211361912637003e-08 -2.1491116031128237e-07 2.4124468822606107e-08 -1.9440222759824013e-07 -4.4268670868839106e-07 5.2684003517373847e-07 2.9089366435641752e-07 4.2290625037683239e-08 3.4881561257786116e-07 -1.9565322399254606e-07 -5.1068161208990126e-07 2.399675236378326e-07 5.9582446993999842e-07 1.7173779005880924e-07 -9.9391017659835041e-09 2.434873650258851e-07 -2.1359488739285343e-08 -1.4945589265651162e-07 -5.0461565134326286e-09 -3.2264641002593244e-07 6.6347404345769597e-08
leaf_weight=37 31 27 22 25 20 40 21 28 25 68 23 20 28 22 26 20 41 30 24 23 22 20 21 971 20 1075 21 31 23 316
leaf_count=37 31 27 22 25 20 40 21 28 25 68 23 20 28 22 26 20 41 30 24 23 22 20 21 971 20 1075 21 31 23 316
internal_value=0 6.23227e-08 1.63666e-07 -1.77202e-09 -2.89538e-10 -2.70319e-09 6.08986e-08 8.13267e-10 1.1205e-07 -8.35433e-09 -1.76441e-09 -3.81883e-10 1.39972e-08 -1.30013e-08 3.08268e-07 3.18533e-09 7.70531e-09 1.27327e-07 -3.16937e-09 -1.56434e-07 6.10182e-09 1.66574e-07 -2.42041e-08 -4.4024e-09 -6.51321e-09 -3.1707e-09 3.50398e-08 1.11009e-07 -6.6595e-09 3.99555e-08
internal_weight=0 86 59 3035 3004 2890 114 2870 65 93 2805 2777 1298 1479 46 1252 1224 102 1122 64 1058 65 45 993 1457 1434 72 51 1414 339
internal_count=3121 86 59 3035 3004 2890 114 2870 65 93 2805 2777 1298 1479 46 1252 1224 102 1122 64 1058 65 45 993 1457 1434 72 51 1414 339
is_linear=0
shrinkage=0.1


Tree=9818
num_leaves=31
num_cat=0
split_feature=130 121 9 10 33 9 130 130 43 3 133 52 3 130 130 12 130 0 16 2 132 1203 43 43 0 133 12 0 12 402
split_gain=3.4565e-11 9.34778e-11 5.44522e-11 8.64872e-11 6.31123e-11 7.25031e-11 3.82419e-11 1.94155e-10 1.44044e-10 2.6909e-10 2.05115e-10 1.57936e-10 1.41474e-10 9.36811e-11 7.84791e-11 1.17294e-10 1.13646e-10 1.33866e-10 1.28623e-10 8.00325e-11 6.38951e-11 1.5194e-10 7.0972e-11 9.80312e-11 1.79352e-10 8.74829e-11 7.99664e-11 1.63159e-10 1.33917e-10 1.28018e-10
threshold=-0.23647499999999996 -0.088279999999999983 0.092890000000000014 0.094860000000000014 -0.009184999999999997 0.086220000000000005 0.085870000000000016 0.083500000000000005 -0.095589999999999994 -0.092644999999999991 0.087985000000000022 -0.029369999999999997 -0.091869999999999993 0.0062100000000000011 0.093210000000000015 0.087445000000000009 0.10269000000000002 -0.073309999999999986 -0.081299999999999983 0.089725000000000013 -0.083284999999999984 0.085595000000000018 0.16180500000000003 0.084740000000000024 -0.097274999999999986 -0.41317499999999996 0.098810000000000023 0.10455500000000001 0.097575000000000009 0.024785000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 7 13 10 -10 11 -8 -13 20 15 -11 -16 18 19 -18 21 -6 23 26 -25 -24 28 29 -22 -28
right_child=1 2 3 -5 5 -7 8 -9 9 14 -12 12 -14 -15 16 -17 17 -19 -20 -21 22 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=-1.3104273165254197e-07 1.9343014116657285e-07 -1.5181736396284253e-07 2.637026672047682e-07 -1.0661925123848185e-08 -2.0615346490634088e-08 1.8877794715876917e-07 -1.5030840398233932e-07 -3.0211715253161942e-07 -3.0637657424392731e-07 1.1599621263513882e-08 3.3192939002643388e-07 2.9667264163995919e-07 -4.9400575668252198e-08 1.8507443667859804e-07 -1.6686233400441275e-07 3.2030836703000889e-07 -1.1136130321887096e-07 1.9908585713324101e-07 -2.4766705329121967e-07 1.4364148617218576e-07 1.8450644181837501e-09 -3.0861422121985097e-07 1.8265597790642377e-08 -3.1747122761771609e-07 -1.675575057526109e-08 2.4087120665902043e-07 -5.171154763714276e-08 -2.8246626670685214e-07 2.0492295780541376e-07 2.02692902591521e-07
leaf_weight=20 25 28 20 27 90 20 29 22 28 32 33 27 21 26 36 20 20 35 21 32 2030 23 55 28 68 26 196 28 33 22
leaf_count=20 25 28 20 27 90 20 29 22 28 32 33 27 21 26 36 20 20 35 21 32 2030 23 55 28 68 26 196 28 33 22
internal_value=0 8.43385e-10 -7.21852e-10 1.06089e-07 -2.3792e-09 -9.84909e-10 -2.25806e-09 -6.28138e-09 2.96274e-08 -1.63926e-08 1.23341e-07 3.39455e-08 1.45266e-07 -3.80199e-09 2.50337e-08 1.30334e-07 -1.29913e-08 3.82991e-08 -3.87905e-08 4.55635e-08 -5.69149e-09 -7.92346e-08 -2.34862e-09 -5.44945e-09 -1.04464e-07 8.97193e-08 -1.33276e-09 -5.52247e-08 5.09352e-09 -2.60377e-08
internal_weight=0 3101 3076 47 3029 3001 2981 2647 334 224 110 77 48 2625 196 52 144 108 73 52 2599 113 2486 2405 96 81 2309 246 2063 218
internal_count=3121 3101 3076 47 3029 3001 2981 2647 334 224 110 77 48 2625 196 52 144 108 73 52 2599 113 2486 2405 96 81 2309 246 2063 218
is_linear=0
shrinkage=0.1


Tree=9819
num_leaves=31
num_cat=0
split_feature=132 1211 394 1203 399 0 0 12 403 15 12 130 39 42 0 154 1428 156 3 12 157 43 1 3 1419 52 157 52 51 157
split_gain=4.02625e-11 9.83758e-10 5.79344e-10 8.95536e-11 4.40334e-11 7.0483e-11 5.44245e-11 6.74276e-11 6.02343e-11 5.79348e-11 3.79826e-11 8.43068e-11 4.12859e-11 9.51453e-11 7.74359e-11 4.51479e-11 7.46847e-11 4.30097e-10 5.98161e-11 1.7273e-10 2.50026e-10 1.45798e-10 1.03763e-10 8.21752e-11 5.34764e-11 7.12905e-11 1.64861e-10 1.37795e-10 1.01589e-10 9.4221e-11
threshold=-0.083284999999999984 0.085535000000000014 0.12358500000000001 0.089165000000000008 0.11011000000000001 -0.097734999999999989 -0.091069999999999984 0.11418000000000002 -0.020569999999999995 0.084370000000000014 0.23631000000000002 -0.22461999999999996 0.11365500000000002 -0.23108499999999998 -0.071719999999999992 0.085530000000000009 -0.020064999999999996 0.09747500000000002 -0.16726499999999997 0.10149500000000002 -0.0095499999999999977 -0.012164999999999999 0.10205500000000002 -0.15713499999999997 0.089680000000000024 -0.53964499999999982 0.23903500000000003 -0.55692499999999978 -0.12794499999999998 0.10977500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 5 -1 -7 8 9 -8 11 -2 13 -13 -14 16 17 -15 19 20 -18 -22 -23 -20 25 27 29 -25 -29 -27
right_child=2 -3 -4 -5 -6 6 7 -9 -10 -11 -12 12 14 15 -16 -17 18 -19 23 -21 21 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-1.8291144339444978e-07 1.882692021837329e-07 7.0989710181379457e-07 -5.3947226696493545e-07 -2.2653379723180935e-07 1.3642544757885844e-07 1.5440561821292034e-07 -1.2306036516272137e-07 -1.5890159235499159e-07 1.4610620353407825e-07 7.2508029751767419e-08 -1.2738994595041654e-07 2.0885636631879319e-07 4.0543589250319207e-08 -3.978633278970497e-07 -2.0159279170428591e-07 1.4976884248341095e-07 3.785614885438398e-07 2.1060185979476523e-07 -1.5910007098709962e-07 -1.6200013788050088e-07 2.6918504186568271e-07 -1.7151028883275898e-07 8.3273860631358986e-08 5.1578139290439949e-08 1.2429586278398455e-07 6.6723419923765016e-10 2.7362706072670501e-07 -7.0358427202895282e-08 -3.7153054284728917e-07 -1.9449379342972862e-07
leaf_weight=23 24 20 20 20 20 21 33 27 27 28 23 22 25 26 28 20 28 21 33 27 20 31 33 36 34 2359 22 24 21 25
leaf_count=23 24 20 20 20 20 21 33 27 27 28 23 22 25 26 28 20 28 21 33 27 20 31 33 36 34 2359 22 24 21 25
internal_value=0 4.13474e-08 -3.11841e-09 -2.58435e-08 -3.41999e-09 -2.10106e-08 6.36967e-09 -2.0663e-08 2.17511e-08 -3.32913e-08 6.03682e-10 1.63336e-09 5.33759e-11 1.71903e-09 -8.73775e-08 6.79308e-11 -1.02478e-09 -1.25996e-07 1.1563e-09 6.50406e-08 1.19774e-07 3.35109e-08 -4.01372e-08 -2.32056e-09 -2.68312e-10 -1.97124e-09 1.13527e-09 -9.42461e-08 -2.10905e-07 -1.37934e-09
internal_weight=0 219 2902 199 179 159 136 115 88 61 2882 2859 2835 2782 53 2760 2740 47 2693 139 112 84 64 2554 2521 2487 2406 81 45 2384
internal_count=3121 219 2902 199 179 159 136 115 88 61 2882 2859 2835 2782 53 2760 2740 47 2693 139 112 84 64 2554 2521 2487 2406 81 45 2384
is_linear=0
shrinkage=0.1


Tree=9820
num_leaves=31
num_cat=0
split_feature=1429 1419 157 1419 1420 11 155 11 51 3 132 1203 393 50 50 44 4 50 4 401 1213 133 133 1210 0 45 1456 132 52 402
split_gain=3.39508e-11 6.5889e-11 2.02832e-10 7.87332e-11 6.53125e-11 4.22997e-11 2.07348e-10 1.99344e-10 3.34245e-10 2.39595e-10 4.10391e-11 9.07731e-10 5.04482e-10 1.84223e-10 4.09913e-11 1.43258e-10 1.62672e-10 1.40315e-10 1.40271e-10 8.42804e-11 2.06035e-10 3.2561e-10 1.32699e-10 9.77263e-11 7.70617e-11 7.54954e-11 7.93393e-11 7.52418e-11 1.81169e-10 1.11724e-10
threshold=0.12521000000000002 0.091465000000000005 -0.06482499999999998 0.086505000000000012 -0.085599999999999996 0.088215000000000002 0.13657000000000002 0.095165000000000013 -0.057604999999999996 -0.16186999999999999 -0.083284999999999984 0.089480000000000018 0.12679500000000002 0.087730000000000016 0.12213000000000002 0.099360000000000018 -0.00059999999999999995 0.11941000000000002 -0.023539999999999995 -0.078179999999999986 -0.060974999999999994 0.5140450000000002 0.51114000000000004 0.24726500000000004 -0.08095999999999999 0.084355000000000013 0.11253500000000001 0.082150000000000015 0.15915500000000002 0.079755000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 10 -7 -9 -10 11 13 14 -6 17 16 18 19 -16 20 -12 -22 23 25 -20 26 27 -21 29 -29
right_child=-2 2 -4 -5 5 7 -8 8 9 -11 12 -13 -14 -15 15 -17 -18 -19 24 22 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.7654361900418907e-07 1.298717791087256e-07 1.247981328690782e-07 -2.8041475495399483e-07 1.4042171773809288e-07 1.1406903581701044e-08 2.8016995358370882e-07 -3.1487484575688457e-07 3.1919790068002389e-07 -4.2221423993418109e-07 1.8192320775748763e-08 -8.7373261159484636e-08 6.667763614808835e-07 -5.0320708680828837e-07 -2.8511408469711344e-07 2.2087772245745679e-07 -1.7114916359291372e-07 3.3711266986813373e-07 -2.6557645186997549e-07 7.54297745686472e-08 4.5970672931770649e-09 5.4283627889617495e-07 -8.8655315513951015e-09 -2.0844463559081952e-07 2.0056316915410359e-07 -1.8792457410654608e-07 1.9121990071369055e-07 -1.5332752866470401e-07 1.8953407325087808e-09 -3.3475442527170733e-07 -1.9477473467291289e-07
leaf_weight=21 20 21 30 40 165 30 21 20 21 30 32 21 20 24 26 22 24 20 20 2068 20 23 31 24 25 20 35 192 21 34
leaf_count=21 20 21 30 40 165 30 21 20 21 30 32 21 20 24 26 22 24 20 20 2068 20 23 31 24 25 20 35 192 21 34
internal_value=0 -8.37316e-10 -1.13562e-07 1.04759e-09 -8.04553e-10 4.30148e-10 -1.79453e-09 6.40428e-08 -2.72785e-08 -1.63152e-07 4.98694e-10 4.30557e-08 -2.86487e-09 -2.62466e-08 9.29918e-10 5.87925e-08 1.12042e-07 -1.75656e-09 3.5962e-08 3.53999e-10 1.04758e-07 2.4774e-07 -2.875e-09 -2.13071e-10 -7.08782e-08 -2.24625e-09 -3.89277e-09 -1.6335e-09 -5.37987e-08 -2.76922e-08
internal_weight=0 3101 51 3050 3010 2989 2888 101 71 51 2867 210 2657 189 2637 117 95 2520 71 2500 75 43 2425 2394 45 2370 2350 2315 247 226
internal_count=3121 3101 51 3050 3010 2989 2888 101 71 51 2867 210 2657 189 2637 117 95 2520 71 2500 75 43 2425 2394 45 2370 2350 2315 247 226
is_linear=0
shrinkage=0.1


Tree=9821
num_leaves=31
num_cat=0
split_feature=401 402 403 402 402 42 133 52 4 1209 403 1209 42 42 42 4 483 52 131 0 4 42 2 401 402 402 402 391 129 133
split_gain=3.64258e-11 5.87706e-11 1.25822e-10 7.60167e-11 3.69304e-11 1.26152e-10 5.56401e-11 3.87213e-10 5.2738e-10 1.12071e-10 3.75548e-10 1.25031e-10 6.16665e-11 2.49445e-10 1.87517e-10 1.97853e-10 2.05536e-10 2.08184e-10 1.39839e-10 1.24838e-10 1.1195e-10 9.57407e-11 9.2985e-11 7.84257e-11 9.31117e-11 8.92634e-11 7.18021e-11 1.67736e-10 1.06915e-10 8.65918e-11
threshold=-0.47263499999999997 -0.46267499999999995 -0.43370499999999995 -0.43418999999999991 -0.10770499999999998 0.11747 0.26753000000000005 0.088555000000000009 -0.078439999999999996 -0.084629999999999997 -0.0047449999999999992 -0.065739999999999979 0.097640000000000018 0.096450000000000022 0.099760000000000015 -0.064804999999999988 0.098395000000000024 0.12445000000000002 0.11767000000000001 -0.085804999999999979 -0.046564999999999988 0.10705500000000003 0.11018500000000002 0.11655000000000001 0.11522000000000002 0.11174500000000002 0.10708500000000001 -0.087114999999999984 -0.075474999999999987 0.10209000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 9 8 -8 10 -6 -11 13 18 20 19 17 21 23 -16 -14 22 -17 24 25 26 27 -13 -29 -30
right_child=1 3 -4 4 6 -7 7 -9 -10 11 -12 12 14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-1.2272618192810115e-07 -5.9629476893974246e-08 -1.7430908869187081e-07 2.9083689469865976e-07 -1.058630684066689e-08 3.9252330927195905e-07 2.405626848453072e-07 -5.4493754925642537e-07 1.9928996142226652e-07 6.3507345393237966e-08 -2.2871688251472714e-07 -1.5958863457399276e-07 -2.7215602580841026e-07 7.3381989977860946e-08 -2.7755799645447181e-07 -1.2918886085344639e-08 -1.9795289318835784e-09 2.487216187835822e-07 -3.6297797524040023e-07 2.5020282106360335e-07 3.0556376947599165e-07 4.039637298362886e-07 2.2701503537026625e-08 -2.9990307988922189e-07 -1.5166213172181286e-07 1.54406902795831e-07 -1.9942282708276926e-07 1.5225742780936949e-07 2.2384978036273297e-07 1.2323899790220529e-09 -9.6798285494938165e-08
leaf_weight=24 20 25 21 70 28 28 28 32 29 24 22 23 20 33 20 20 22 22 22 32 21 97 22 35 38 23 30 21 2175 94
leaf_count=24 20 25 21 70 28 28 28 32 29 24 22 23 20 33 20 20 22 22 22 32 21 97 22 35 38 23 30 21 2175 94
internal_value=0 9.46948e-10 1.19878e-07 -6.48654e-10 7.83715e-10 6.11705e-08 -1.23398e-09 -7.90928e-08 -2.35378e-07 1.20253e-09 1.49594e-07 -1.45301e-09 5.16061e-10 -4.44747e-09 4.53677e-08 1.09388e-08 -3.7973e-08 -7.71486e-08 -7.85285e-10 1.8307e-07 2.42704e-07 -3.19094e-08 -1.58035e-07 -3.04922e-09 -8.85555e-10 -3.37969e-09 -1.45523e-09 -3.44891e-09 -7.50107e-10 -2.82882e-09
internal_weight=0 3097 41 3056 3031 98 2933 89 57 2844 50 2794 2770 2494 276 235 183 161 2461 52 41 139 42 2439 2404 2366 2343 2313 2290 2269
internal_count=3121 3097 41 3056 3031 98 2933 89 57 2844 50 2794 2770 2494 276 235 183 161 2461 52 41 139 42 2439 2404 2366 2343 2313 2290 2269
is_linear=0
shrinkage=0.1


Tree=9822
num_leaves=31
num_cat=0
split_feature=1208 1208 402 1210 1210 130 10 0 40 2 45 46 1428 473 97 9 104 33 9 0 2 4 133 480 1447 481 13 481 159 1447
split_gain=3.73099e-11 4.72772e-11 4.33004e-11 1.11202e-10 6.37522e-11 3.61969e-11 8.224e-11 2.22879e-10 1.23923e-10 7.87833e-11 6.26802e-11 4.00506e-11 4.94337e-11 5.19504e-11 4.92048e-11 9.98814e-11 4.47982e-11 4.97449e-11 6.08875e-11 1.71527e-10 8.25485e-11 6.48169e-10 4.96498e-11 3.60006e-10 2.70015e-10 1.50613e-10 4.90394e-10 1.48531e-10 1.39835e-10 1.2646e-10
threshold=0.12461500000000002 0.10837500000000001 0.23460000000000003 -0.13847499999999999 -0.090569999999999998 -0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 0.084955000000000017 -0.071779999999999997 -0.072684999999999986 -0.086464999999999986 -0.087589999999999987 0.077525000000000011 -0.044254999999999996 0.088235000000000022 -0.063634999999999983 -1.0000000180025095e-35 0.053180000000000012 0.0033250000000000003 0.11191000000000002 0.059120000000000013 -0.087424999999999989 -0.08645499999999999 -0.086219999999999977 -0.015149999999999999 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7 -8 10 -10 12 -12 -14 -15 -16 17 -17 20 -20 21 -19 24 25 27 26 -24 28 -22 -27
right_child=-2 -3 -4 4 5 6 8 -9 9 -11 11 -13 13 14 15 16 -18 18 19 -21 22 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=2.069617559040073e-07 -1.361531121801818e-07 1.4370833671660955e-07 -1.1413030303188091e-07 -1.7034497568472902e-07 -1.3357210150388711e-07 -8.5475721180370926e-08 -2.4260606851709911e-07 3.8097046278551261e-07 -1.7662987737310233e-07 1.9418030598487915e-07 -1.2402403497535631e-07 9.6801304072266441e-08 1.6156585250115541e-07 -1.4583948434985518e-07 2.132563868041292e-07 1.5758042923863515e-07 -1.4616776167843326e-07 4.7017940076969994e-07 -3.2769262036578897e-07 4.7576336384701073e-08 3.6869071806222565e-07 -2.2273125758239851e-07 1.4447344985531649e-07 4.3708422737154256e-07 -3.6779529486758681e-07 2.0105432775431433e-07 -5.0916005007324692e-07 -1.2083209719738856e-08 1.9823714265183097e-08 9.5501122698088859e-09
leaf_weight=26 20 23 33 22 20 21 21 20 20 21 32 43 20 23 22 20 21 27 21 29 20 27 24 20 21 36 22 1601 27 818
leaf_count=26 20 23 33 22 20 21 21 20 20 21 32 43 20 23 22 20 21 27 21 29 20 27 24 20 21 36 22 1601 27 818
internal_value=0 8.69766e-10 -1.97578e-10 1.03716e-09 -7.36287e-10 5.08755e-10 1.40953e-09 1.42059e-07 -5.54577e-10 1.18919e-09 -2.1123e-10 1.01646e-09 -4.38416e-10 9.74495e-10 -1.81254e-10 1.03433e-09 -6.73386e-10 4.52815e-10 -7.14119e-10 -1.10037e-07 1.35403e-09 1.23724e-07 -1.1983e-09 1.74538e-08 -1.14798e-08 8.12865e-09 -1.68134e-07 -6.93942e-09 1.68278e-07 1.76229e-08
internal_weight=0 3101 3078 3045 3019 2997 2977 41 2936 2915 2894 2874 2831 2799 2779 2756 2734 2713 2693 50 2643 54 2589 920 1669 900 46 1648 47 854
internal_count=3121 3101 3078 3045 3019 2997 2977 41 2936 2915 2894 2874 2831 2799 2779 2756 2734 2713 2693 50 2643 54 2589 920 1669 900 46 1648 47 854
is_linear=0
shrinkage=0.1


Tree=9823
num_leaves=31
num_cat=0
split_feature=393 1186 1176 1204 1203 1204 12 15 400 130 2 3 151 150 150 50 1 1 3 2 14 11 12 52 3 472 474 12 4 13
split_gain=3.39137e-11 3.49157e-11 3.23697e-11 3.58098e-11 5.41184e-11 3.66683e-11 9.38026e-11 1.78246e-10 3.66932e-11 3.52671e-11 6.59531e-11 3.5529e-11 1.18518e-10 1.34863e-10 1.80459e-10 1.42137e-10 2.4053e-10 3.38278e-10 8.88274e-11 5.68941e-11 5.28746e-11 1.05949e-10 9.51011e-11 1.65328e-10 5.85517e-11 1.87067e-10 6.76657e-11 7.14648e-11 3.39518e-10 1.41034e-10
threshold=0.11333500000000001 -0.10142499999999997 0.087330000000000019 0.057120000000000011 -1.0000000180025095e-35 -0.084344999999999989 0.087535000000000016 0.084840000000000013 0.10782000000000001 -0.23123999999999997 0.31358000000000003 0.10893000000000001 -0.080454999999999985 0.12068000000000002 0.097210000000000005 0.091320000000000012 0.11414000000000001 0.102705 0.10542000000000001 0.11548000000000001 0.083150000000000016 0.076560000000000003 0.12477500000000001 1.0000000180025095e-35 0.099930000000000005 0.045305000000000005 -0.42010499999999995 0.094580000000000011 -0.49013999999999996 -0.16152999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8 9 -7 11 18 19 14 15 16 17 -14 20 -13 22 -22 24 -24 25 26 -11 29 -29 -28
right_child=-2 2 -4 -5 5 8 7 -9 -10 10 -12 12 13 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=1.2739774022174105e-07 9.7885821251760989e-08 1.4169763815630176e-07 1.1369243543650026e-07 -1.2720519575652917e-07 -2.2958305021347771e-07 1.2857981305712331e-07 2.1966153811025014e-07 -1.9747452654428345e-07 -1.2734852859970805e-07 1.7275169144878336e-07 -1.4898015962216962e-07 -2.3243952939754398e-07 5.8754517315774452e-08 3.1458067060619045e-07 -2.4245286567747831e-07 -9.7015920745606483e-08 1.027893598859464e-08 5.6629477978020765e-07 -1.9487041669208338e-07 -2.3234913629463252e-09 -2.5007471953131241e-07 3.3153838683931878e-08 2.5404836421216716e-07 -4.3132461868822251e-08 1.6334805870260858e-07 -3.0892220564737727e-07 -2.4035875787089737e-07 -3.6270011179340149e-07 -1.6224331534753449e-08 8.8095193200378909e-09
leaf_weight=21 35 26 24 23 25 21 21 20 23 22 30 21 29 20 20 37 75 24 24 22 25 28 39 36 21 20 23 30 494 1842
leaf_count=21 35 26 24 23 25 21 21 20 23 22 30 21 29 20 20 37 75 24 24 22 25 28 39 36 21 20 23 30 494 1842
internal_value=0 -1.10674e-09 -1.9872e-09 -2.90016e-09 -1.95283e-09 -3.20113e-09 -7.69117e-08 1.61805e-08 -1.53849e-09 -5.41717e-10 -1.48257e-09 6.8943e-11 3.62359e-08 6.78968e-08 4.12283e-08 7.56139e-08 1.25515e-07 2.88584e-07 -3.37553e-09 -1.14706e-07 -1.59418e-09 -1.00445e-07 4.79058e-10 1.11402e-07 -2.91376e-09 -4.35e-09 -1.82348e-09 -3.43112e-09 -3.60607e-08 5.73667e-09
internal_weight=0 3086 3065 3041 3018 2992 66 41 2926 2903 2882 2852 248 205 185 165 128 53 2604 43 2580 53 2527 75 2452 2431 2411 2389 524 1865
internal_count=3121 3086 3065 3041 3018 2992 66 41 2926 2903 2882 2852 248 205 185 165 128 53 2604 43 2580 53 2527 75 2452 2431 2411 2389 524 1865
is_linear=0
shrinkage=0.1


Tree=9824
num_leaves=31
num_cat=0
split_feature=130 4 484 475 150 484 42 1 133 51 1 484 15 12 12 158 52 52 481 1456 13 4 1 13 13 483 157 133 52 480
split_gain=3.49622e-11 8.0875e-11 4.30789e-11 3.82613e-10 2.93149e-10 1.48237e-10 2.00378e-10 1.28655e-10 2.519e-10 4.94618e-10 1.97189e-10 1.18793e-10 7.49142e-11 1.88783e-10 1.51204e-10 6.2041e-11 1.06499e-10 3.17386e-10 1.16745e-10 2.69146e-10 7.67193e-11 1.59906e-10 1.65012e-10 1.05028e-10 3.23929e-10 2.44335e-10 3.28044e-10 2.95131e-10 3.92908e-10 2.68268e-10
threshold=-0.23647499999999996 0.63113500000000011 0.085790000000000019 -0.085774999999999976 0.10874500000000002 0.073690000000000019 0.083935000000000023 0.085475000000000009 0.090665000000000009 -0.085534999999999986 0.092845000000000025 0.058970000000000009 0.088655000000000025 0.084225000000000008 0.086305000000000007 0.07968500000000002 -0.23375999999999997 -0.16675999999999999 -0.081539999999999987 -0.085589999999999986 -0.41572999999999993 -0.059649999999999988 0.11507500000000002 -0.085744999999999988 -0.08645499999999999 0.087520000000000014 -0.082509999999999986 0.087720000000000006 0.10611000000000001 0.056320000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 7 11 -7 8 9 -5 -9 15 13 -11 -15 20 -17 -18 -19 -20 21 -2 -23 24 25 26 -22 -28 -29 -27
right_child=1 -3 3 4 -6 6 -8 10 -10 12 -12 -13 -14 14 -16 16 17 18 19 -21 23 22 -24 -25 -26 29 27 28 -30 -31
leaf_value=-1.3179319964251592e-07 3.2948702367109819e-07 1.6155929986802398e-07 -3.8198087429660085e-07 -5.6471922651167994e-07 3.6860017544881889e-07 2.5045044906655468e-08 3.8927241383174512e-07 3.2690891215865618e-07 1.6931001995956764e-07 2.1189697665573267e-07 -1.6906970746438253e-08 -2.374143803541258e-07 -2.286866278211619e-07 -3.1248357143206943e-07 1.0798391641832822e-08 -1.6049772462167768e-07 4.4671017786157562e-07 2.1305266237677202e-07 -3.3441555011731476e-07 4.3152562326781058e-08 -4.3151565537733582e-07 -1.9332302594321505e-07 1.491507315667123e-07 4.480187845027803e-09 -3.1264270150120954e-07 -1.9596913062969179e-08 -5.5966430195595886e-08 4.5854943501219039e-07 -1.2623720010651596e-07 4.7177016483601618e-07
leaf_weight=20 21 31 29 23 20 44 23 22 32 26 69 21 20 23 39 23 20 31 21 187 21 24 34 1784 42 25 379 27 20 20
leaf_count=20 21 31 29 23 20 44 23 22 32 26 69 21 20 23 39 23 20 31 21 187 21 24 34 1784 42 25 379 27 20 20
internal_value=0 8.4868e-10 -7.74131e-10 -3.65711e-08 -1.31351e-11 3.14581e-09 1.50078e-07 -2.90378e-08 -8.22148e-08 -1.43656e-07 6.62134e-08 -5.0029e-10 -5.39851e-08 -1.42803e-08 -1.09129e-07 1.35682e-09 4.57241e-08 6.40372e-08 3.20144e-08 5.0327e-09 -3.86286e-09 9.30456e-08 7.43745e-09 -7.16561e-09 -4.60721e-08 -2.33161e-08 -4.56756e-08 -2.66554e-08 2.09704e-07 1.98788e-07
internal_weight=0 3101 3070 303 274 2767 67 254 163 131 91 2700 108 88 62 2679 282 259 239 208 2397 79 58 2318 534 492 447 426 47 45
internal_count=3121 3101 3070 303 274 2767 67 254 163 131 91 2700 108 88 62 2679 282 259 239 208 2397 79 58 2318 534 492 447 426 47 45
is_linear=0
shrinkage=0.1


Tree=9825
num_leaves=31
num_cat=0
split_feature=12 130 39 39 39 0 40 1429 156 13 472 156 160 2 16 1417 474 0 2 3 42 4 1 2 13 16 12 1184 13 43
split_gain=3.55166e-11 6.54401e-11 4.10469e-11 8.29501e-11 8.26005e-11 6.08611e-11 4.36173e-11 4.28202e-11 1.04584e-10 4.82023e-11 1.79099e-10 1.67123e-10 9.30116e-11 7.97059e-11 7.91666e-11 7.55042e-11 1.70779e-10 3.2376e-10 5.86451e-11 1.0228e-10 1.41939e-10 5.36495e-11 2.33208e-10 3.18179e-10 7.12797e-11 1.79397e-10 1.62905e-10 9.23191e-11 1.2432e-10 9.7478e-11
threshold=0.23631000000000002 -0.22461999999999996 0.11365500000000002 0.10940500000000002 0.10508500000000001 -0.071719999999999992 0.064905000000000018 -0.23752499999999996 0.32523500000000005 0.095710000000000017 -0.072204999999999978 0.12794000000000003 -0.054789999999999998 0.11293500000000002 0.40020000000000006 -0.061959999999999994 -0.082254999999999981 -0.080499999999999988 0.095040000000000013 -0.13309499999999996 -0.042239999999999993 -0.46376499999999993 0.085475000000000009 0.091265000000000013 0.061215000000000012 -0.082779999999999979 0.090545000000000014 0.088135000000000019 0.056795000000000005 0.51084000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -4 7 -3 9 11 -11 15 -12 14 18 -9 17 -17 19 -14 -21 22 23 -18 27 -26 -27 28 29 -23
right_child=-2 2 5 -5 -6 -7 -8 8 -10 10 12 -13 13 -15 -16 16 21 -19 -20 20 -22 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=1.5590967458302252e-07 -1.238192642522731e-07 -1.4238717376374984e-07 3.3908137822891154e-08 1.9920065109805104e-07 -2.0278605834533893e-07 -1.7294256243379399e-07 1.2108930576459899e-07 -1.9064273021605176e-07 2.2881073988401113e-07 3.2183474486048782e-07 -1.1180724689394437e-07 -2.4315218284502392e-07 1.6668086603642355e-07 1.8679941876718978e-07 -1.6822040805664073e-07 -5.7572525463456254e-08 -7.438925248632384e-09 4.6841927198474056e-07 1.9403599858171883e-07 5.1266523609033109e-08 -2.80994484569419e-07 3.7304976652450917e-09 9.9407722696189293e-08 -5.3368396280006891e-07 1.4690540302537905e-07 -4.1398970506092846e-07 -5.0842800760619867e-08 -1.8553520467671312e-07 2.4054124833386681e-07 -2.0314318545776251e-07
leaf_weight=27 23 21 25 21 20 33 30 21 20 21 45 29 28 34 20 25 27 22 22 36 20 2349 39 20 21 21 30 26 22 23
leaf_count=27 23 21 25 21 20 33 30 21 20 21 45 29 28 34 20 25 27 22 22 36 20 2349 39 20 21 21 30 26 22 23
internal_value=0 9.07007e-10 -4.55765e-10 1.14827e-09 -2.418e-10 -8.37828e-08 1.12122e-09 -1.02116e-10 9.20817e-10 -6.50296e-10 4.36971e-08 -4.39703e-09 1.52049e-08 5.09271e-08 1.42631e-08 -1.78028e-09 -2.69385e-10 1.88636e-07 4.8694e-08 1.06282e-08 -6.73981e-08 -3.71336e-09 -8.13678e-08 -2.31373e-07 -1.03347e-09 -9.90841e-08 -2.00374e-07 1.88373e-09 3.9192e-09 1.72456e-09
internal_weight=0 3098 3071 3013 2992 58 2972 2942 2921 2901 226 2675 205 160 126 2646 2625 47 106 84 56 2578 86 47 2492 72 51 2420 2394 2372
internal_count=3121 3098 3071 3013 2992 58 2972 2942 2921 2901 226 2675 205 160 126 2646 2625 47 106 84 56 2578 86 47 2492 72 51 2420 2394 2372
is_linear=0
shrinkage=0.1


Tree=9826
num_leaves=31
num_cat=0
split_feature=130 12 472 1429 1425 52 3 481 2 159 1446 133 133 12 51 133 1429 150 133 159 13 42 42 0 4 1451 160 50 16 2
split_gain=3.5499e-11 7.62229e-11 3.06929e-11 8.2894e-11 4.70649e-11 5.45931e-11 1.53166e-10 3.35516e-11 3.79738e-10 8.29402e-10 4.72216e-10 5.5177e-11 3.36423e-10 8.69506e-10 2.49004e-10 1.77219e-10 1.52417e-10 2.56631e-10 1.11033e-10 4.7639e-10 3.36644e-10 1.64489e-10 1.92614e-10 1.67075e-10 1.9884e-10 9.60871e-11 1.05194e-10 9.59738e-11 1.40825e-10 2.40036e-10
threshold=-0.23647499999999996 0.23631000000000002 -0.38234499999999999 -0.23587499999999997 0.10034500000000002 -0.55692499999999978 -0.086274999999999977 -0.086484999999999992 0.092875000000000013 -0.08569499999999998 0.083715000000000026 0.089200000000000015 0.090665000000000009 0.088105000000000003 -0.43587999999999999 0.088385000000000005 0.083725000000000008 0.10081500000000002 0.11269500000000002 -0.085179999999999992 -0.080759999999999985 0.10024000000000001 0.090395000000000017 -0.090314999999999993 -0.029144999999999997 0.078040000000000012 -0.55045999999999984 0.11941000000000002 -0.072359999999999994 0.097385000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 9 -7 -11 15 13 -13 -14 25 17 18 19 -16 -20 22 23 -21 -25 26 -9 28 -22 -30
right_child=1 -3 3 4 -6 7 -8 11 -10 10 -12 12 14 -15 16 -17 -18 -19 20 21 27 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-1.3280619839406427e-07 -1.131208463789335e-07 1.8632491819336006e-07 1.8953801162771687e-07 -5.2782322512712199e-08 -1.3499022765236428e-07 -5.6233044874302738e-07 2.4790108721362003e-07 2.1113772371942711e-07 4.4347917764753221e-07 -1.1984029160632621e-07 4.8330250535855167e-07 5.9638404113199539e-08 3.0836712051988493e-07 -7.364665646716533e-07 -5.2155449723882572e-07 2.3724997939567062e-07 -2.1392596486772451e-07 3.4479205339721376e-07 3.3748318310048927e-07 2.3856580758282085e-07 -5.7252999514354153e-08 2.2377890884869252e-07 -2.6054440027678538e-07 7.7452868030292171e-08 -3.1855612412473856e-07 -1.5958069176241914e-07 5.9434968316778643e-10 -2.2517056365922189e-07 1.7919928583755617e-07 -1.536457931668641e-07
leaf_weight=20 24 22 23 36 26 22 32 24 20 27 25 34 24 23 22 32 38 20 29 24 183 23 36 32 21 37 2113 21 78 30
leaf_count=20 24 22 23 36 26 22 32 24 20 27 25 34 24 23 22 32 38 20 29 24 183 23 36 32 21 37 2113 21 78 30
internal_value=0 8.49941e-10 -4.7531e-10 4.0963e-10 -1.02505e-09 1.33663e-10 8.87158e-08 -1.91657e-09 5.68637e-08 -4.7627e-08 1.70132e-07 -3.85938e-09 -2.97598e-08 -2.61597e-07 -7.01501e-09 3.63131e-09 -2.06042e-08 -6.44961e-09 -2.05274e-08 -8.98259e-08 1.15815e-08 -1.99874e-08 -6.96036e-08 1.96674e-08 -7.94564e-08 1.92585e-10 2.9589e-09 -1.87106e-08 -3.81144e-09 8.67423e-08
internal_weight=0 3101 3079 3055 3032 3006 68 2938 94 74 52 2844 638 57 581 2206 557 519 499 158 341 136 113 77 53 2174 2137 312 291 108
internal_count=3121 3101 3079 3055 3032 3006 68 2938 94 74 52 2844 638 57 581 2206 557 519 499 158 341 136 113 77 53 2174 2137 312 291 108
is_linear=0
shrinkage=0.1


Tree=9827
num_leaves=31
num_cat=0
split_feature=12 15 484 1 1 1 1184 45 0 1 376 39 9 33 4 0 124 40 124 40 14 16 42 42 43 133 483 12 482 1453
split_gain=3.83654e-11 6.20623e-11 1.50035e-10 4.93309e-11 9.67128e-11 7.71897e-11 7.3144e-11 6.80411e-11 6.68229e-11 1.00411e-10 6.01332e-11 9.47863e-11 2.62787e-10 1.44529e-10 5.46453e-11 1.05387e-10 5.17918e-11 6.87963e-11 2.20485e-10 5.57515e-11 5.9532e-11 2.14052e-10 5.74815e-11 8.06745e-11 9.37508e-11 7.61852e-11 5.92089e-11 2.9999e-10 8.73021e-11 6.99035e-11
threshold=0.23631000000000002 -0.5556049999999999 0.095680000000000015 0.13501500000000002 0.13756000000000004 0.13332000000000002 0.088135000000000019 0.094030000000000016 -0.12333499999999999 0.14173500000000003 0.091135000000000008 -1.0000000180025095e-35 0.092235000000000011 -0.0066799999999999993 0.51164000000000009 -0.043914999999999989 0.098110000000000017 -0.083564999999999987 -0.086844999999999992 -0.082074999999999995 -1.0000000180025095e-35 -0.018494999999999998 -0.23037499999999997 -0.16797499999999996 -0.50775499999999985 0.047850000000000011 0.12236500000000002 0.094435000000000005 0.11524000000000002 -0.077764999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 10 -6 -10 11 -3 13 -13 15 -11 17 18 -15 -19 21 -21 -22 -24 25 -25 28 -28 29 -26
right_child=-2 3 -4 4 8 -7 -8 -9 9 14 -12 12 -14 16 -16 -17 -18 19 -20 20 22 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=-6.5791082254856361e-08 -1.2868232204255037e-07 1.7106024679361888e-07 3.0352705086303643e-07 -1.914166451054091e-07 -1.7492660435079547e-07 1.9809101646117712e-07 -1.5988321889283596e-07 -1.7679640818425385e-07 1.8301271487481636e-07 -2.7295451303643859e-07 -1.689058419884759e-07 2.6123385050298834e-07 -3.2639107689173367e-07 6.1720146726784722e-08 1.0151617735638348e-07 9.3857312030638397e-09 1.6032368809045955e-07 1.7130158198597202e-07 -3.4419214265970214e-07 -1.2244932916516406e-07 1.2692906719754168e-07 2.7004633861596714e-07 -1.9551373552097913e-07 1.8250458803474127e-08 9.2893684608300168e-08 2.9096146533902359e-07 -3.7541296862286802e-07 1.119981723109374e-07 1.908393457483726e-07 -3.9591113586996397e-09
leaf_weight=22 23 34 22 39 21 20 28 21 28 20 20 22 24 32 21 39 21 20 23 24 36 33 21 21 77 20 23 28 24 2314
leaf_count=22 23 34 22 39 21 20 28 21 28 20 20 22 24 32 21 39 21 20 23 24 36 33 21 21 77 20 23 28 24 2314
internal_value=0 9.49664e-10 1.18868e-07 -7.49224e-10 -5.34259e-08 2.3172e-09 9.51014e-10 2.53782e-09 -1.17078e-08 2.00292e-08 3.87471e-09 5.11018e-09 3.06809e-09 5.95492e-09 -3.70151e-08 -8.63228e-08 3.88788e-09 2.66935e-09 -1.08025e-07 4.97461e-09 3.70542e-09 1.04785e-07 1.45834e-09 -3.28431e-10 1.30655e-09 1.5128e-07 -1.18693e-09 -1.07815e-07 1.06483e-09 -8.40054e-10
internal_weight=0 3098 44 3054 168 2886 2866 2838 129 108 2817 2797 2763 2739 80 59 2717 2696 55 2641 2621 57 2564 2528 2507 41 2466 51 2415 2391
internal_count=3121 3098 44 3054 168 2886 2866 2838 129 108 2817 2797 2763 2739 80 59 2717 2696 55 2641 2621 57 2564 2528 2507 41 2466 51 2415 2391
is_linear=0
shrinkage=0.1


Tree=9828
num_leaves=31
num_cat=0
split_feature=142 11 147 150 160 448 150 33 1374 133 133 480 133 402 480 133 1454 1371 1375 133 51 133 403 1209 1210 3 4 133 1451 481
split_gain=3.78852e-11 8.59594e-11 6.5179e-11 6.51834e-11 2.26517e-10 8.56366e-11 8.33085e-11 6.07933e-11 4.38887e-11 5.46953e-11 8.09569e-10 2.9911e-10 8.02535e-10 3.50523e-10 2.3388e-10 2.00229e-10 1.67554e-10 1.55248e-10 1.89201e-10 1.56374e-10 4.52798e-10 2.6909e-10 1.46498e-10 1.40157e-10 2.2089e-10 1.2928e-10 1.75e-10 1.0887e-10 1.33765e-10 1.72674e-10
threshold=-0.057499999999999989 -1.0000000180025095e-35 0.099730000000000027 0.12640500000000002 -0.073679999999999982 1.0000000180025095e-35 0.11857000000000002 -0.009184999999999997 -0.23782999999999996 0.09112000000000002 0.090310000000000015 0.086995000000000017 0.11269500000000002 0.10874500000000002 0.11303500000000001 0.091580000000000009 0.11390500000000002 0.083235000000000017 -0.090674999999999992 0.087720000000000006 -0.019375 0.087495000000000003 -0.55276999999999987 -0.077594999999999983 -0.0087899999999999975 -0.11171999999999999 -0.085964999999999986 0.087285000000000015 0.082235000000000016 -0.15447499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 -3 -9 10 14 13 -13 15 16 -11 17 18 -10 21 -21 27 -17 -24 -25 -26 -27 28 29 -20
right_child=1 2 -4 4 -6 -7 -8 8 9 11 -12 12 -14 -15 -16 22 -18 -19 19 20 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=1.2514540442450558e-07 -1.7540057959714823e-07 -1.5440133176980452e-07 1.343748235152178e-07 9.976857947654376e-08 -3.1377336687417788e-07 1.8527992369854475e-07 -1.9445138884128197e-07 1.3979811809428572e-07 -2.3129930012242822e-07 -3.1497799516893629e-07 6.1179581468774244e-07 -6.7939835493765104e-07 1.0864297763646392e-07 4.0687783837256574e-07 -2.6203092774625424e-07 -2.5893888171424352e-07 -2.4623770203701358e-07 2.620599514872405e-07 3.005868400407508e-07 5.2137001205210254e-07 1.6474313860671011e-08 -3.4385549373506696e-07 2.0064883986994094e-07 -2.9281567857599213e-07 -2.0389001333695789e-07 2.292551940286103e-07 5.689945408805996e-10 2.2901284285513738e-07 -2.245268107685661e-07 5.2648025402195821e-09
leaf_weight=24 28 25 36 26 27 25 22 23 33 22 22 24 28 20 33 22 26 24 20 23 78 22 34 26 27 37 350 22 25 1967
leaf_count=24 28 25 36 26 27 25 22 23 33 22 22 24 28 20 33 22 26 24 20 23 78 22 34 26 27 37 350 22 25 1967
internal_value=0 -9.80858e-10 6.10459e-10 -9.77249e-10 -1.10904e-07 9.7782e-10 -5.8142e-10 8.7277e-10 2.20766e-09 1.11075e-09 8.09206e-09 -2.60454e-08 -2.55068e-07 -3.9093e-09 2.24891e-09 -1.97698e-08 6.14231e-09 9.10613e-09 6.33403e-09 9.96959e-09 1.31451e-07 4.00189e-09 -6.67589e-09 5.03252e-09 -1.00833e-08 7.67285e-09 2.2433e-08 7.76436e-09 5.34515e-09 8.23734e-09
internal_weight=0 3097 3069 3033 53 2980 2955 2933 2908 2885 2295 590 52 538 2273 518 2240 2214 2190 2157 101 2056 496 474 440 414 387 2034 2012 1987
internal_count=3121 3097 3069 3033 53 2980 2955 2933 2908 2885 2295 590 52 538 2273 518 2240 2214 2190 2157 101 2056 496 474 440 414 387 2034 2012 1987
is_linear=0
shrinkage=0.1


Tree=9829
num_leaves=31
num_cat=0
split_feature=448 447 48 448 150 9 9 12 16 2 34 33 456 456 150 4 2 457 160 133 1374 133 12 133 133 16 133 151 480 1456
split_gain=3.42145e-11 6.53987e-11 3.42836e-11 1.11607e-10 3.24783e-10 9.73119e-11 1.08205e-10 1.05315e-10 9.28017e-11 7.00948e-11 7.00382e-11 1.34506e-10 4.07148e-11 4.93461e-11 5.70188e-11 5.59319e-10 7.93863e-10 6.40249e-11 1.41962e-10 5.31088e-11 3.06299e-10 2.63858e-10 5.00303e-10 3.3655e-10 2.45386e-10 5.81723e-10 2.22585e-10 2.64801e-10 1.79824e-10 1.43491e-10
threshold=0.068920000000000023 0.094005000000000019 -0.032929999999999994 -0.068129999999999982 0.085455000000000017 0.092890000000000014 0.088235000000000022 -0.054684999999999991 -0.0092699999999999987 0.089605000000000018 -0.08786999999999999 1.0000000180025095e-35 -0.11319999999999998 -0.085409999999999986 0.11117000000000002 -0.010024999999999997 0.097845000000000015 0.09228500000000002 0.043720000000000009 0.09112000000000002 0.086765000000000023 0.087720000000000006 0.089005000000000015 0.087495000000000003 0.093255000000000018 -0.0087049999999999992 0.086365000000000011 -0.085369999999999988 0.11240000000000001 0.084530000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 6 10 -7 -1 -10 -4 12 -12 -14 17 -16 -17 19 -19 20 21 23 29 26 25 -21 28 -28 -15 -23
right_child=-2 -3 5 4 -6 7 -8 -9 9 -11 11 -13 13 14 15 16 -18 18 -20 24 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.5219699905215253e-07 -1.3037838552776293e-07 1.4305610416265326e-07 1.7121173006747389e-07 3.2862357501883821e-08 -4.8083598191084321e-07 -2.0266980476080224e-08 -2.1666927016608298e-07 2.9043981773687242e-07 -2.0284466721759167e-07 3.8841714708074247e-08 -1.3371477869193107e-07 -2.2247230165080341e-07 1.5937263526666358e-07 -1.7059197454540655e-09 3.4918662372263043e-07 -7.5597894436896237e-07 8.9288400772602475e-08 -4.8039337393081795e-08 3.1157696819642906e-07 -6.0706024348054717e-07 3.0702484959105654e-07 1.2188724027705384e-07 5.9314655028889072e-07 -3.9313924702355509e-07 -4.5055024132778794e-09 7.167467990549475e-08 -6.1836093891542985e-08 3.6180998842875547e-07 -2.3380588951440858e-07 -1.7040280627353159e-07
leaf_weight=33 20 32 24 32 20 20 23 24 21 28 22 27 20 1833 20 20 25 23 21 23 34 71 21 22 517 28 25 36 34 22
leaf_count=33 20 32 24 32 20 20 23 24 21 28 22 27 20 1833 20 20 25 23 21 23 34 71 21 22 517 28 25 36 34 22
internal_value=0 8.37315e-10 -6.45578e-10 -5.01104e-08 -1.64714e-07 1.61278e-09 -6.33588e-10 1.49209e-07 2.2565e-08 -6.47382e-08 1.09892e-09 -3.36635e-10 1.79246e-09 2.85906e-09 1.73104e-09 -9.08252e-08 -2.86386e-07 3.95102e-09 1.23596e-07 1.97639e-09 9.32026e-09 4.41621e-09 1.52291e-07 -4.2288e-09 -2.51494e-08 -2.34421e-07 2.08976e-10 1.88185e-07 -5.9327e-09 5.27434e-08
internal_weight=0 3101 3069 134 52 2935 2891 44 82 49 2868 2844 2817 2795 2775 65 45 2710 44 2666 2098 2064 114 1950 568 51 1928 61 1867 93
internal_count=3121 3101 3069 134 52 2935 2891 44 82 49 2868 2844 2817 2795 2775 65 45 2710 44 2666 2098 2064 114 1950 568 51 1928 61 1867 93
is_linear=0
shrinkage=0.1


Tree=9830
num_leaves=31
num_cat=0
split_feature=12 42 401 50 132 130 1211 1211 132 44 0 4 0 0 160 50 1429 0 4 1452 159 12 142 45 52 52 2 480 12 2
split_gain=3.60409e-11 5.84158e-11 3.33966e-11 5.645e-11 8.08309e-10 5.30533e-10 2.07409e-10 1.1396e-10 7.67456e-11 8.56613e-11 2.21142e-10 9.15649e-11 2.57891e-10 2.25174e-10 1.58887e-10 1.53287e-10 1.18031e-10 1.08997e-10 7.28877e-11 5.34422e-11 6.72744e-11 5.00794e-11 1.42506e-10 1.32446e-10 6.02306e-11 9.61958e-11 7.52471e-10 7.07478e-11 1.48485e-10 7.24907e-11
threshold=0.23631000000000002 0.18223500000000001 -0.47263499999999997 0.096900000000000014 -0.083284999999999984 0.006490000000000001 0.086285000000000014 0.12162000000000002 0.079970000000000013 0.099360000000000018 -0.14051499999999997 -0.0047449999999999992 -0.090644999999999989 -0.085754999999999984 -0.088079999999999978 0.11534500000000002 0.083615000000000009 -0.079459999999999989 0.0045450000000000013 0.11396500000000002 -0.45371999999999996 0.12757000000000002 -0.057499999999999989 0.083445000000000005 0.55608500000000005 0.40411000000000002 0.092875000000000013 0.095525000000000013 0.093535000000000021 0.11510000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 6 8 19 9 10 -6 12 -12 14 -14 -13 17 -15 -17 20 -4 22 -22 24 25 27 -27 29 -29 -24
right_child=-2 -3 3 4 5 -7 -8 -9 -10 -11 11 15 13 16 -16 18 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-1.1771492308317496e-07 -1.2472192977334683e-07 1.6713975135135548e-07 -1.4369519225751636e-07 6.2494128614658137e-07 3.6458992411780857e-07 -4.5357121759200443e-07 3.4500525799785467e-07 -2.3124826559498245e-07 -1.3128141773677271e-07 -1.6081799920832717e-07 -2.8323003547367051e-07 2.8228078787701485e-07 3.1441568069112693e-08 2.0577523142409602e-07 4.2527418004499938e-07 -1.265990789534044e-07 -2.3275706143977006e-07 -5.5028125477776284e-08 1.0720801893645178e-07 1.6014104303962997e-07 2.5897670327811375e-07 -1.1922071030154612e-07 -6.3319751414690733e-09 -2.5269389222363057e-07 -1.6914368643483614e-07 -2.0595395701169156e-07 5.3688682419306131e-07 -3.3059840486515669e-07 2.3583116272079523e-08 4.5751096852955582e-08
leaf_weight=24 23 21 34 22 20 24 20 22 33 22 31 31 20 22 21 24 25 59 30 20 21 36 2063 21 21 30 25 20 29 307
leaf_count=24 23 21 34 22 20 24 20 22 33 22 31 31 20 22 21 24 25 59 30 20 21 36 2063 21 21 30 25 20 29 307
internal_value=0 9.215e-10 -2.12912e-10 7.10786e-10 3.553e-08 1.58483e-09 3.20981e-08 -4.5995e-09 1.35829e-08 2.92567e-08 4.40328e-08 1.96559e-08 -2.11184e-08 3.41569e-08 2.33161e-07 1.05042e-07 -4.28163e-08 1.58074e-08 3.29375e-09 -2.70142e-09 -3.95069e-09 -2.10408e-09 -4.422e-10 -2.60746e-09 -5.02526e-10 9.28948e-10 1.31701e-07 -2.04437e-09 -1.20981e-07 4.14651e-10
internal_weight=0 3098 3077 3053 404 382 358 2649 338 305 283 263 178 147 41 85 106 81 54 2627 2607 2573 2537 2516 2495 2474 55 2419 49 2370
internal_count=3121 3098 3077 3053 404 382 358 2649 338 305 283 263 178 147 41 85 106 81 54 2627 2607 2573 2537 2516 2495 2474 55 2419 49 2370
is_linear=0
shrinkage=0.1


Tree=9831
num_leaves=31
num_cat=0
split_feature=132 1185 1203 51 1186 129 1184 3 52 52 52 4 158 42 401 13 13 2 13 13 13 43 2 12 13 1 2 2 4 394
split_gain=3.8505e-11 2.349e-10 1.12972e-10 3.75341e-11 3.67066e-11 6.40522e-11 9.72142e-11 4.57029e-11 4.74365e-11 2.20595e-10 2.03654e-10 4.61762e-10 2.33131e-10 1.52651e-10 1.77351e-10 1.32278e-10 3.36258e-10 5.07288e-10 1.03286e-09 4.27332e-10 3.19079e-10 1.84e-10 1.36369e-10 2.17664e-10 1.28165e-10 1.37826e-10 1.92019e-10 9.02098e-11 7.31531e-11 6.42651e-11
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 1.0000000180025095e-35 0.090275000000000008 -0.077709999999999987 0.083155000000000021 -0.38012499999999999 0.10347000000000002 0.096795000000000006 0.11008000000000001 -0.080744999999999997 0.10737500000000001 0.12181500000000002 -1.0000000180025095e-35 -0.083499999999999977 -0.077944999999999987 0.092875000000000013 -0.081029999999999977 -0.076599999999999988 -0.085034999999999986 -0.080884999999999985 0.095040000000000013 0.088045000000000012 0.096675000000000011 0.10205500000000002 0.10097500000000002 0.10699500000000002 -0.043364999999999994 -0.076319999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 7 -7 9 29 11 -10 13 14 -12 20 17 18 -17 -18 21 -16 23 -23 25 26 28 -27 -21 -9
right_child=1 4 -4 -5 -6 6 -8 8 10 -11 12 -13 -14 -15 15 16 19 -19 -20 24 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=6.1421922642774887e-09 3.3630802547469061e-07 -1.4599482237069121e-07 -2.2791264758633849e-07 -1.1390145575678764e-07 9.9599771534190654e-08 -1.2145544812461417e-07 2.1525341542221509e-07 -8.6887734900809684e-08 5.5847809505849004e-07 -2.4467016026775175e-07 -2.4872507992768077e-07 -8.2347876830523181e-08 -2.8881950589720876e-07 2.4681239988788957e-07 -1.7466609727690459e-07 -3.2241058995907683e-07 -4.3454950584765312e-07 5.3787631383205403e-07 5.6767267954621108e-07 2.1090645089195869e-07 -4.112502378596955e-07 1.5642031579271386e-07 2.2835065546262403e-07 -2.6631614808874954e-07 -1.5703386753675485e-07 3.8711027116278275e-07 -2.0257500484685159e-07 9.9547534807934822e-08 -1.443077141516369e-08 1.8070698657207297e-09
leaf_weight=163 21 30 28 31 37 31 21 85 22 38 25 23 25 29 38 32 21 33 22 34 21 29 39 21 26 20 28 24 25 2099
leaf_count=163 21 30 28 31 37 31 21 85 22 38 25 23 25 29 38 32 21 33 22 34 21 29 39 21 26 20 28 24 25 2099
internal_value=0 3.07096e-09 -4.01411e-08 -1.304e-08 6.39417e-10 -6.49402e-10 9.01777e-10 -7.11623e-10 6.45049e-10 -5.80103e-09 2.73176e-08 2.30945e-07 8.69321e-09 2.462e-08 9.90864e-09 2.55644e-08 6.78583e-08 2.28984e-07 4.02159e-08 -1.0894e-08 -5.01645e-08 9.54263e-09 8.81935e-08 -2.1129e-08 4.57733e-08 8.60252e-08 1.30799e-08 2.30258e-07 1.15425e-07 -1.64488e-09
internal_weight=0 2899 222 194 2878 2841 2811 2790 2759 2222 537 45 492 467 438 413 265 87 54 178 148 127 89 50 157 131 87 44 59 2184
internal_count=3121 2899 222 194 2878 2841 2811 2790 2759 2222 537 45 492 467 438 413 265 87 54 178 148 127 89 50 157 131 87 44 59 2184
is_linear=0
shrinkage=0.1


Tree=9832
num_leaves=31
num_cat=0
split_feature=130 12 45 4 1429 156 1429 1 9 1 10 9 2 4 16 2 131 131 1447 4 160 1456 480 133 15 131 129 4 42 480
split_gain=3.66588e-11 7.63482e-11 3.8561e-11 3.30349e-10 7.68179e-11 9.35236e-11 4.31778e-11 4.22242e-11 9.46892e-11 8.0595e-11 7.33352e-11 8.83879e-11 6.94476e-11 4.61171e-11 6.69942e-11 7.97128e-11 4.2346e-11 1.83224e-10 2.56157e-10 5.83524e-10 1.55483e-10 1.21724e-10 9.20765e-11 1.16829e-10 7.68474e-11 1.19523e-10 1.27826e-10 1.37832e-10 1.19878e-10 7.537e-11
threshold=-0.23647499999999996 0.23631000000000002 0.084355000000000013 -0.0070899999999999991 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.13686500000000004 0.092410000000000006 0.13842500000000005 0.053330000000000009 0.087755000000000014 0.25063000000000007 0.41257000000000005 -0.062804999999999986 0.14445500000000003 0.090690000000000007 0.090150000000000022 0.059120000000000013 -0.0078799999999999981 -0.42244999999999994 -0.049894999999999995 0.106725 0.091935000000000003 0.093575000000000019 0.13695500000000002 0.080675000000000011 -0.086849999999999997 -0.090219999999999981 0.08976000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -6 8 10 -9 11 16 13 -11 15 -15 17 18 22 -20 -18 -22 29 -24 25 26 27 -23 -29 -8
right_child=1 -3 3 -5 5 -7 7 9 -10 12 -12 -13 -14 14 -16 -17 20 -19 19 -21 21 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.3495388863304926e-07 -1.9720077773399683e-07 1.8649559823315863e-07 -1.7387018589332117e-07 3.5081118383573089e-07 -1.4489637670018448e-07 2.1495638122814855e-07 -5.981622174023755e-09 -2.2102978209185645e-07 1.7274298219627227e-07 -8.3712427050903149e-08 -1.4409958424213951e-07 2.1102717063570252e-07 -1.9067358450364225e-07 4.5396875378855844e-09 -8.8132229404350045e-08 2.6553431705555013e-07 2.9705652784579277e-07 -2.7945997373990398e-07 6.3260144926857726e-07 -1.2213744455601998e-07 2.1845511660693e-07 1.9360330014706053e-07 -1.3210551519371451e-08 -3.1256526320724087e-07 -1.6424967099666261e-07 2.3056546306970238e-07 -2.3773840832125811e-07 -2.2890750826694748e-07 1.2256474863336313e-08 1.0948288743028617e-07
leaf_weight=20 20 22 24 24 21 20 2235 24 32 33 35 20 20 25 21 22 21 24 20 21 27 36 32 22 27 23 22 24 146 58
leaf_count=20 20 22 24 24 21 20 2235 24 32 33 35 20 20 25 21 22 21 24 20 21 27 36 32 22 27 23 22 24 146 58
internal_value=0 8.68195e-10 -4.58146e-10 8.84705e-08 -1.86645e-09 -5.6898e-10 -2.01014e-09 -9.99832e-10 1.7015e-09 -5.36291e-08 -2.58164e-10 1.56723e-09 -2.04257e-08 1.32867e-08 6.03599e-08 1.26707e-07 3.72135e-11 -4.53482e-09 -1.77175e-09 2.46028e-07 3.38647e-08 1.57433e-08 -6.10059e-09 -1.3517e-07 -3.94459e-09 1.32994e-08 -8.61781e-09 1.58514e-08 -2.17902e-08 -3.06102e-09
internal_weight=0 3101 3079 48 3031 3011 2991 2970 2825 145 2793 2758 121 101 68 47 2738 2412 2388 41 326 305 2347 54 278 251 228 206 170 2293
internal_count=3121 3101 3079 48 3031 3011 2991 2970 2825 145 2793 2758 121 101 68 47 2738 2412 2388 41 326 305 2347 54 278 251 228 206 170 2293
is_linear=0
shrinkage=0.1


Tree=9833
num_leaves=31
num_cat=0
split_feature=12 130 1 1 9 9 34 33 10 40 43 45 43 13 159 123 12 0 2 376 159 1 130 13 15 42 42 13 13 4
split_gain=3.79332e-11 5.69333e-11 3.52267e-11 9.11858e-11 7.61567e-11 5.32633e-11 5.69183e-11 1.08729e-10 6.07534e-11 5.65544e-11 1.1161e-10 5.25463e-11 4.97085e-11 6.49331e-11 5.75611e-11 5.517e-11 4.9253e-11 1.42292e-10 3.62341e-10 8.37222e-11 1.17526e-10 6.76877e-11 6.77906e-11 1.04387e-10 4.61349e-11 5.52088e-11 6.61618e-11 6.36887e-11 2.0661e-10 1.42731e-10
threshold=0.23631000000000002 -0.22461999999999996 0.13686500000000004 0.13842500000000005 0.092890000000000014 0.088235000000000022 -0.08786999999999999 1.0000000180025095e-35 -0.0087699999999999983 -0.083564999999999987 -0.08595499999999999 0.094030000000000016 -0.04890499999999999 -0.15714499999999998 0.10569000000000002 0.091810000000000017 -1.0000000180025095e-35 -0.14226499999999997 0.10774000000000002 0.085245000000000015 0.090025000000000008 0.107145 0.016915000000000003 -0.033284999999999988 -0.46471999999999997 -0.23037499999999997 -0.16797499999999996 0.11217000000000001 0.15641500000000003 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 8 -8 10 -10 16 15 14 -14 -5 17 18 -11 20 21 22 23 -19 -18 -26 -27 -28 -29 -30
right_child=-2 2 3 12 -6 -7 7 -9 9 11 -12 -13 13 -15 -16 -17 24 19 -20 -21 -22 -23 -24 -25 25 26 27 28 29 -31
leaf_value=1.45541662382803e-07 -1.2793542485111254e-07 1.6203774141455476e-07 -2.3050816033130263e-07 -2.1385246368895012e-07 1.6066916668222576e-07 -1.4196795514902323e-07 1.3531317276072696e-07 -2.0299001787494631e-07 5.0938913872163507e-08 5.0297345304463963e-07 -2.4811130363225142e-07 -1.38727560283769e-07 -1.0512587649622254e-07 1.4435757562515327e-07 1.0353611443747469e-07 1.5630089604812273e-08 -1.2296380290877097e-07 1.1667140261314064e-08 -2.4218893712735224e-08 -1.3955556537990615e-07 2.3788394051630727e-07 1.5051954203926245e-07 7.7310226013575326e-08 -2.9362367518122788e-07 1.3027374650546749e-07 -1.8107693421143268e-07 -2.1030610458627299e-09 3.3511672713852174e-07 2.3541176417330419e-07 -6.0883434146082521e-08
leaf_weight=27 23 22 23 22 30 26 34 26 24 22 26 26 39 31 20 20 30 24 32 33 24 20 24 21 33 20 2302 24 21 72
leaf_count=27 23 22 23 22 30 26 34 26 24 22 26 26 39 31 20 20 30 24 32 33 24 20 24 21 33 20 2302 24 21 72
internal_value=0 9.64258e-10 -3.06856e-10 -4.67609e-08 2.16241e-09 5.14731e-10 1.81003e-09 5.67952e-10 2.45007e-09 8.23953e-10 -1.04567e-07 2.75561e-09 -1.47444e-08 2.71766e-08 -3.4393e-08 -1.04575e-07 4.11703e-09 5.18702e-08 1.90563e-07 5.72818e-10 4.14953e-08 -1.14635e-08 -5.84151e-08 -1.30802e-07 2.9983e-10 1.79575e-09 5.74235e-11 1.55502e-09 7.35286e-08 6.02193e-09
internal_weight=0 3098 3071 155 2916 2886 2860 2838 2812 2778 50 2728 132 90 59 42 2702 200 54 146 113 89 69 45 2502 2472 2439 2419 117 93
internal_count=3121 3098 3071 155 2916 2886 2860 2838 2812 2778 50 2728 132 90 59 42 2702 200 54 146 113 89 69 45 2502 2472 2439 2419 117 93
is_linear=0
shrinkage=0.1


Tree=9834
num_leaves=31
num_cat=0
split_feature=130 121 33 40 34 104 394 42 390 390 393 1186 43 393 42 12 3 130 42 129 40 41 0 9 13 1 479 480 43 3
split_gain=3.65026e-11 7.56087e-11 5.29138e-11 4.17591e-11 4.39088e-11 1.15033e-10 3.46449e-11 1.05738e-10 9.36406e-11 7.48736e-11 6.31257e-11 4.84982e-11 3.67578e-10 1.39178e-10 6.20018e-11 1.63156e-10 3.11267e-10 2.59373e-10 7.31984e-11 6.82871e-11 5.81029e-11 6.39678e-11 2.27131e-10 1.06679e-10 1.70908e-10 5.48309e-11 2.25274e-10 5.54177e-10 1.69041e-10 3.86603e-10
threshold=-0.23647499999999996 -0.088279999999999983 -0.044254999999999996 0.13899500000000004 -0.08786999999999999 0.086600000000000024 -0.12099999999999998 -0.021469999999999996 0.090385000000000007 0.087590000000000015 -0.088754999999999987 0.057025000000000006 -0.014584999999999999 0.11333500000000001 -0.12099999999999998 0.089085000000000011 -0.094874999999999987 0.087570000000000023 -0.106335 0.085885000000000017 0.064905000000000018 0.08690500000000001 -0.090809999999999988 0.086220000000000005 -0.070304999999999992 0.088975000000000012 0.093525000000000011 0.094985000000000014 0.05259500000000001 -0.078244999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6 9 10 -8 13 -13 14 15 17 -17 19 -16 -12 21 23 -23 25 -25 -20 27 28 -27 -30
right_child=1 2 3 -5 5 -7 8 -9 -10 -11 11 12 -14 -15 18 16 -18 -19 20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-1.3464523298978293e-07 1.7409116787803215e-07 1.5767243392398694e-07 1.2191235847349789e-07 -1.3032067310092543e-07 -5.1237000090306342e-08 -2.4075463031181246e-07 -1.7848215733806685e-07 2.3480664153770669e-07 -2.0709618529159779e-07 1.797046875056011e-07 -2.0504616458083548e-08 1.6385034272862039e-07 -3.4855147552954285e-07 2.4141600102704311e-07 -1.6754893271316482e-07 4.2102315824645929e-07 -8.4502187833311928e-08 -2.4794879224494314e-07 7.4426101320987493e-09 2.1968447577850822e-07 1.5282952109766751e-07 6.1635903542927343e-08 -3.2855964906712664e-07 3.6962296494635894e-07 -1.9205395919750748e-08 -4.388213552621459e-09 2.7901245284548776e-07 -5.2711885868720028e-07 -5.1375420904972462e-07 -2.6830965549516617e-08
leaf_weight=20 25 21 29 25 28 20 20 24 22 23 20 28 28 24 27 29 21 31 1581 29 24 35 26 20 26 784 24 22 22 63
leaf_count=20 25 21 29 25 28 20 20 24 22 23 20 28 28 24 27 29 21 31 1581 29 24 35 26 20 26 784 24 22 22 63
internal_value=0 8.8707e-10 -5.20636e-10 -1.60805e-09 -5.46066e-10 -1.72944e-09 -1.25778e-10 8.07831e-08 -1.56219e-09 -6.72606e-12 -1.43993e-09 -2.03602e-10 -9.23506e-08 1.63409e-09 -4.32999e-10 6.69959e-08 2.08703e-07 -2.15707e-08 -3.73585e-09 1.21648e-07 -2.0522e-09 -3.48023e-09 -1.04677e-07 -1.05182e-09 1.4985e-07 -3.83287e-09 -2.33154e-08 -3.14589e-08 -1.89106e-08 -1.52858e-07
internal_weight=0 3101 3076 3055 3030 3001 2981 52 2929 2907 2884 2864 56 2808 2784 130 50 80 2654 49 2627 2603 61 2542 46 2496 915 891 869 85
internal_count=3121 3101 3076 3055 3030 3001 2981 52 2929 2907 2884 2864 56 2808 2784 130 50 80 2654 49 2627 2603 61 2542 46 2496 915 891 869 85
is_linear=0
shrinkage=0.1


Tree=9835
num_leaves=31
num_cat=0
split_feature=12 130 44 1429 475 49 1 39 4 2 43 131 376 48 48 47 160 47 0 33 47 47 52 151 133 52 457 3 484 160
split_gain=3.56664e-11 5.10318e-11 3.84522e-11 6.21594e-11 7.9232e-11 4.26091e-11 9.64974e-11 8.59958e-11 7.57018e-11 9.38172e-11 8.07768e-11 5.02548e-11 5.82177e-11 4.84333e-11 1.24397e-10 6.28256e-11 1.3059e-10 1.0152e-10 1.19834e-09 3.38733e-10 2.11459e-10 1.033e-10 8.23315e-11 7.16145e-11 3.18932e-10 3.51578e-10 9.27676e-11 2.55059e-10 6.66922e-11 1.26858e-10
threshold=0.23631000000000002 -0.22461999999999996 0.084760000000000016 -0.23752499999999996 0.13528000000000004 0.12073000000000002 0.12765500000000005 0.084020000000000011 0.056795000000000005 0.10045500000000002 -0.03898999999999999 0.13857500000000003 0.093125000000000013 0.12879500000000002 0.11714000000000001 0.10843500000000002 -0.016279999999999996 0.094160000000000008 -0.10151999999999999 -1.0000000180025095e-35 0.096850000000000006 0.090920000000000015 -0.40306999999999998 -0.10737499999999998 0.08622500000000001 -0.019749999999999993 0.098180000000000003 0.095270000000000007 -0.093244999999999981 0.041220000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 11 7 8 9 -7 -10 12 13 14 15 17 -17 19 -19 -5 -20 23 -18 24 25 -21 28 -28 29 -25
right_child=-2 2 -4 4 -6 6 -8 -9 10 -11 -12 -13 -14 -15 -16 16 22 18 20 21 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=1.377887331673096e-07 -1.2407959073727953e-07 -1.7738450711846101e-07 9.0447204276924625e-08 -3.3560856375440079e-07 1.9786976409363889e-07 -1.8034852433044891e-08 -2.3748629957391169e-07 1.7149123578974468e-07 1.9410574694234129e-07 -2.6613162110270091e-07 -7.5522071483646878e-08 -1.496272597540321e-07 1.4305619935853508e-07 -1.3264919971334165e-07 2.2861190272690144e-07 1.0302805443656711e-07 -3.1329833852020363e-08 7.991672703155928e-07 -3.1484282327137014e-07 -1.4853390307611004e-08 3.0701735097084439e-08 2.2328122105093263e-07 -2.6772168513472857e-07 2.0359302603221452e-07 -1.5933496846518494e-07 5.5049261569386298e-07 1.0803905234979539e-07 -3.212636829080258e-07 -3.6556541508373181e-09 1.6224932952724203e-09
leaf_weight=27 23 20 46 30 20 35 24 20 20 27 25 22 29 27 24 26 26 20 23 22 77 21 34 46 29 22 25 31 2204 96
leaf_count=27 23 20 46 30 20 35 24 20 20 27 25 22 29 27 24 26 26 20 23 22 77 21 34 46 29 22 25 31 2204 96
internal_value=0 9.09422e-10 -2.9401e-10 -1.67388e-09 -5.04422e-10 -1.83356e-09 -5.35931e-08 -1.88416e-08 -5.44179e-08 -1.26077e-07 4.43125e-08 9.24268e-10 2.10212e-09 6.33325e-10 1.93907e-09 -5.22009e-11 -8.41673e-08 2.6817e-09 9.255e-08 -1.58758e-09 -4.87735e-08 2.4271e-09 -1.65285e-07 5.53183e-10 9.81281e-08 2.6782e-07 -2.41225e-09 -1.29611e-07 6.24031e-10 6.70496e-08
internal_weight=0 3098 3071 3025 3005 2985 151 127 107 62 45 2834 2812 2783 2756 2732 86 2646 120 2526 100 2496 60 2475 73 44 2402 56 2346 142
internal_count=3121 3098 3071 3025 3005 2985 151 127 107 62 45 2834 2812 2783 2756 2732 86 2646 120 2526 100 2496 60 2475 73 44 2402 56 2346 142
is_linear=0
shrinkage=0.1


Tree=9836
num_leaves=31
num_cat=0
split_feature=130 10 0 40 2 45 46 97 9 34 34 9 4 2 34 376 42 133 15 474 1429 152 16 471 1186 129 1184 132 1203 1186
split_gain=3.59558e-11 8.3382e-11 1.48306e-10 1.07015e-10 7.03109e-11 6.8067e-11 4.28187e-11 4.76143e-11 9.21033e-11 4.48792e-11 1.58001e-10 1.62418e-10 2.04895e-10 1.4477e-10 7.97268e-11 4.72406e-11 6.49581e-11 3.12156e-10 5.90054e-11 5.83124e-11 4.69831e-11 7.36353e-11 7.22785e-11 8.76887e-11 7.03505e-11 5.85744e-11 1.11651e-10 6.88091e-11 9.06867e-10 6.88256e-10
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.17025000000000004 -0.067109999999999989 0.084955000000000017 -0.086464999999999986 -0.087589999999999987 -0.084034999999999985 -0.057544999999999992 0.091600000000000015 0.50194500000000009 -1.0000000180025095e-35 -0.14308499999999999 -1.0000000180025095e-35 -0.23037499999999997 0.089595000000000022 -0.09551999999999998 0.11568500000000002 0.11475 0.083555000000000004 0.63636000000000015 -0.083284999999999984 0.090275000000000008 -0.077709999999999987 0.084515000000000021 -0.083284999999999984 0.089165000000000008 0.049580000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 -7 -9 14 -11 13 -13 -12 -10 18 17 -17 -15 20 21 22 23 -18 25 -25 27 28 -27 -29
right_child=1 3 -4 4 -6 6 -8 8 9 10 11 12 -14 15 -16 16 19 -19 -20 -21 -22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-1.3365027875522629e-07 -4.3081004947558607e-08 -2.2600126147240407e-07 3.3741206259207959e-07 -1.8461860111784746e-07 1.8286544034362168e-07 -1.4428468743255469e-07 9.954813192890936e-08 2.0400068524137085e-07 3.5625395934279035e-08 2.8026262498315192e-07 1.9241759225963053e-07 -4.2845732068030884e-07 1.8774767036282878e-08 -8.0506831068305474e-10 -2.3065127148514796e-07 3.7039329707037422e-07 2.0495301587938492e-07 -1.3963648045252816e-07 -2.3125003794532976e-07 -1.3617340997029714e-07 1.2006704239730936e-07 -1.8834381226692392e-07 -1.5731518723096714e-07 -1.3066249995371695e-07 1.4055851513562956e-07 -2.1724168125856917e-08 2.1891495951264087e-07 -3.91306450079301e-10 6.9200760965060227e-07 -4.5373142607813324e-07
leaf_weight=20 21 21 20 20 21 23 43 22 22 20 39 20 21 25 23 24 21 24 20 32 32 21 29 35 35 162 23 2228 20 34
leaf_count=20 21 21 20 20 21 23 43 22 22 20 39 20 21 25 23 24 21 24 20 32 32 21 29 35 35 162 23 2228 20 34
internal_value=0 8.63148e-10 1.42525e-07 -1.03494e-09 5.19614e-10 -7.49193e-10 4.7742e-10 -9.64218e-10 1.60056e-10 -1.38101e-09 1.75389e-10 -1.79359e-09 -1.99387e-07 1.09562e-09 -1.00472e-07 -1.60296e-09 7.82923e-11 1.15378e-07 -1.03225e-07 -1.99297e-09 -3.66538e-10 -1.84425e-09 -3.30338e-10 1.4494e-09 -2.35104e-10 -2.20464e-09 -3.82172e-10 -2.44593e-09 5.67079e-08 -7.20544e-09
internal_weight=0 3101 41 3060 3039 3018 2998 2955 2932 2910 2865 2845 41 2804 45 2765 2720 48 45 2672 2640 2608 2587 2558 2537 2502 2467 2444 182 2262
internal_count=3121 3101 41 3060 3039 3018 2998 2955 2932 2910 2865 2845 41 2804 45 2765 2720 48 45 2672 2640 2608 2587 2558 2537 2502 2467 2444 182 2262
is_linear=0
shrinkage=0.1


Tree=9837
num_leaves=31
num_cat=0
split_feature=132 393 1203 472 1429 1429 1429 475 160 12 1177 130 129 394 128 128 13 129 2 129 0 2 51 40 39 9 12 33 131 131
split_gain=3.90351e-11 1.94794e-10 1.34307e-10 3.74715e-11 1.04373e-10 4.71076e-11 3.9171e-11 1.25514e-10 3.82062e-10 1.95001e-10 3.6618e-11 6.12831e-11 5.38675e-11 8.57683e-11 4.74733e-11 1.50278e-10 1.32581e-10 4.22808e-11 1.98676e-10 3.57398e-10 1.90966e-10 9.78339e-11 8.57455e-11 4.86668e-11 5.32196e-11 1.07935e-10 2.24287e-10 1.43348e-10 5.58602e-11 2.55268e-10
threshold=-0.083174999999999985 0.12069000000000002 0.089005000000000015 -0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -1.0000000180025095e-35 -0.024084999999999999 -0.085834999999999981 0.092550000000000007 -0.083384999999999973 0.13051000000000004 -0.077709999999999987 -0.090369999999999992 0.10773500000000001 0.099125000000000005 0.01128 0.083780000000000007 0.11093500000000002 0.087825000000000014 -0.072894999999999988 0.094565000000000024 0.081440000000000026 -0.24290999999999999 -1.0000000180025095e-35 0.092235000000000011 -1.0000000180025095e-35 -0.0066799999999999993 0.091360000000000011 0.09031500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 -6 7 -7 -9 -10 -8 12 -12 -14 15 17 -16 23 19 -19 21 22 -21 -15 -25 27 -27 -26 29 -29
right_child=1 -3 -4 4 5 6 10 8 9 -11 11 -13 13 14 16 -17 -18 18 -20 20 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-1.1470945767728271e-08 -1.2354972440675739e-07 3.0655324164421303e-07 -2.4944319471210799e-07 2.2404348398941651e-07 -1.4225110840757422e-07 -1.0308648379956745e-07 1.2223739696004542e-07 5.0652066573064759e-07 -2.5088529397976345e-07 1.7606120396946963e-07 -1.3374072016366275e-07 -1.7199440158660332e-07 1.7204548928495163e-07 -1.5156022279618564e-07 2.9469555215655421e-07 -2.1158240008139059e-07 -3.998099322874905e-08 3.7020125931677389e-07 -1.7524125164045197e-07 9.0409399483183569e-08 -2.7205540945374198e-07 2.3770278662027523e-07 -1.4553144538353991e-07 1.3745219428495114e-07 2.3735145452974396e-07 -3.9447010919957397e-07 6.2423446064744068e-08 -5.5485487708228986e-09 3.9293227561072562e-08 -3.560776759416383e-07
leaf_weight=195 24 21 27 21 23 30 24 20 20 23 30 21 29 22 20 34 29 36 33 43 20 25 24 27 25 21 22 1942 269 21
leaf_count=195 24 21 27 21 23 30 24 20 20 23 30 21 29 22 20 34 29 36 33 43 20 25 24 27 25 21 22 1942 269 21
internal_value=0 3.09497e-09 -4.04135e-08 8.8072e-10 1.92709e-09 2.80619e-10 1.44725e-09 6.52637e-08 1.4543e-07 -2.25186e-08 -7.37119e-10 -1.83307e-09 -4.95721e-10 1.01728e-09 -8.80851e-10 -2.7442e-09 9.66217e-08 6.23219e-11 4.66331e-08 9.61051e-08 8.00278e-09 6.8885e-08 5.89328e-09 -3.52615e-09 -2.1266e-09 -3.76513e-09 -1.60711e-07 -7.75032e-10 -3.44222e-09 -9.29848e-09
internal_weight=0 2899 222 2878 2854 2833 2810 93 63 43 2717 2693 2672 2642 2613 2564 49 2530 181 148 112 92 67 2349 2327 2300 43 2257 2232 1963
internal_count=3121 2899 222 2878 2854 2833 2810 93 63 43 2717 2693 2672 2642 2613 2564 49 2530 181 148 112 92 67 2349 2327 2300 43 2257 2232 1963
is_linear=0
shrinkage=0.1


Tree=9838
num_leaves=31
num_cat=0
split_feature=120 1 42 401 33 1212 403 1210 1212 1210 1208 401 390 401 2 403 401 48 1211 1186 1211 2 403 12 13 42 16 43 130 12
split_gain=3.5574e-11 7.10547e-11 1.28014e-10 6.18308e-11 5.98383e-11 5.53593e-11 4.86568e-11 2.90862e-10 1.60115e-10 6.98626e-10 9.78488e-10 1.14386e-10 1.27012e-10 1.01687e-10 9.67829e-11 2.3669e-10 9.10773e-11 1.24322e-10 8.57221e-11 1.21714e-10 1.22007e-10 8.50835e-11 1.15568e-10 1.74698e-10 8.69609e-11 2.33479e-10 1.87889e-10 7.01704e-11 6.52821e-11 1.5186e-10
threshold=0.086165000000000019 0.16540500000000002 0.15665000000000004 0.13729500000000003 -0.044254999999999996 0.15049500000000002 0.0033700000000000002 -0.065104999999999982 -0.089544999999999986 -0.099939999999999987 0.086590000000000014 0.10711000000000001 0.088565000000000019 0.092860000000000012 0.083385000000000015 0.085515000000000022 0.11655000000000001 0.086910000000000015 0.11301500000000002 0.057025000000000006 0.09993500000000001 0.11728500000000001 0.084620000000000015 0.087765000000000024 -0.0065549999999999992 -0.012324999999999997 -0.088394999999999987 -0.013024999999999998 -0.07639 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 -6 10 -10 12 13 18 15 -9 17 21 19 20 28 22 23 -16 25 -24 -26 -17 29 -11
right_child=-2 -3 -4 -5 5 -7 7 14 9 11 -12 -13 -14 -15 16 27 -18 -19 -20 -21 -22 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=1.6869382288102015e-07 -9.6151940313853573e-08 1.7259091690628264e-07 -2.1692846469586921e-07 1.5839885881518967e-07 2.3798533098434512e-07 -1.5874569524757218e-07 4.0561305425512728e-07 -3.8070202393214461e-07 -9.187183698600165e-07 -2.8379405388425138e-07 1.9705434169736694e-08 1.850909829713463e-07 -2.4720797785535284e-07 2.2433519490050459e-07 -4.0362624402364011e-08 -1.0072162593490118e-07 -1.6164255541184504e-07 2.6688628054216682e-07 1.5802402097706087e-07 -1.8674467467702825e-07 2.023727553290067e-07 -1.611137882662206e-07 3.5330804357287933e-07 3.2343288296488027e-07 -3.3200058929594434e-07 -4.1410890829904529e-08 3.5137283212496029e-08 1.1450988366008957e-07 -1.5760418288786998e-09 6.8958180537739957e-08
leaf_weight=21 38 24 27 25 27 22 20 20 20 26 25 33 21 20 22 28 20 26 33 36 29 20 22 33 20 47 46 33 2314 23
leaf_count=21 38 24 27 25 27 22 20 20 20 26 25 33 21 20 22 28 20 26 33 36 29 20 22 33 20 47 46 33 2314 23
internal_value=0 1.1977e-09 -1.46996e-10 1.78345e-09 4.81355e-10 -7.01653e-10 4.71414e-10 3.50948e-08 -4.26987e-09 -6.8051e-09 -3.97372e-07 1.28034e-10 -2.31153e-09 -2.38642e-10 1.31056e-08 -8.21657e-08 4.325e-08 6.06137e-08 -2.0637e-09 -4.23952e-09 -1.49279e-09 3.50752e-08 5.57267e-08 1.77915e-07 5.94643e-09 8.44415e-08 -7.61166e-08 1.57151e-08 -3.99474e-09 -1.18216e-07
internal_weight=0 3083 3059 3032 3007 2986 2964 357 2607 2580 45 2535 2502 2481 337 81 256 236 2461 2428 2392 210 190 55 135 69 66 61 2363 49
internal_count=3121 3083 3059 3032 3007 2986 2964 357 2607 2580 45 2535 2502 2481 337 81 256 236 2461 2428 2392 210 190 55 135 69 66 61 2363 49
is_linear=0
shrinkage=0.1


Tree=9839
num_leaves=31
num_cat=0
split_feature=40 130 12 16 139 147 147 483 158 12 49 0 12 43 129 1185 394 1184 394 391 132 399 12 2 1185 128 128 1203 1213 1213
split_gain=3.55565e-11 9.81464e-11 5.28849e-11 9.01223e-11 5.98009e-11 4.82443e-11 5.46025e-11 5.72658e-11 5.498e-11 5.21783e-11 1.3559e-10 1.22353e-10 7.43732e-11 8.64865e-11 5.06563e-11 8.78072e-11 6.85034e-11 7.49431e-11 9.35625e-11 1.09226e-10 6.60196e-11 1.89935e-10 1.35593e-10 5.60902e-11 5.51288e-11 5.81043e-11 1.2516e-10 5.69087e-11 5.73303e-11 4.1227e-10
threshold=-0.24620999999999996 -0.22699999999999995 0.12477500000000001 -0.082179999999999989 -0.060214999999999998 0.099730000000000027 0.093875000000000014 -0.47181499999999993 0.13374000000000003 0.11351500000000002 0.09567500000000001 -0.073309999999999986 0.10911500000000002 -0.036954999999999995 0.11234000000000001 0.092945000000000014 -0.12099999999999998 0.084515000000000021 -0.09139499999999999 -1.0000000180025095e-35 -0.083449999999999983 0.091580000000000009 0.091930000000000012 0.084415000000000004 0.085905000000000009 0.10378000000000003 0.096925000000000011 0.088730000000000017 -0.088064999999999991 -0.085284999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 7 -6 9 12 11 -11 14 -14 15 16 -9 18 -18 -20 22 24 23 -21 25 26 27 28 -22 -30
right_child=1 2 3 -5 5 -7 -8 8 -10 10 -12 -13 13 -15 -16 -17 17 -19 19 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.3291689636929505e-07 -2.113124169705378e-07 -1.7378310175786284e-07 2.179005849711757e-07 -3.9456332895961755e-09 1.4204103391892075e-07 1.2381358254926102e-07 -1.4314643675508823e-07 1.3514458462826018e-07 -1.6287689926944691e-07 1.5613503318558354e-07 -2.9819324619698558e-07 -1.2547292635013541e-07 -1.8019668181843622e-08 2.5383814465840257e-07 1.3863837495456175e-07 -2.0058051594611987e-07 2.0990181820393231e-07 -1.8566869231568199e-07 -2.0211197643241712e-07 -1.2751027077573589e-07 -5.7087683101065003e-08 2.4969888565993321e-07 -2.7868624900406757e-07 2.9929656945408095e-08 1.4269229840511732e-07 1.3284843789485023e-07 -2.5191093410370514e-07 -1.2545043717911615e-07 3.562418749056357e-07 5.0529848123780847e-11
leaf_weight=20 22 20 30 47 28 31 27 37 21 27 21 36 22 25 26 22 21 22 27 33 157 31 25 72 27 32 20 36 33 2123
leaf_count=20 22 20 30 47 28 31 27 37 21 27 21 36 22 25 26 22 21 22 27 33 157 31 25 72 27 32 20 36 33 2123
internal_value=0 -8.47467e-10 6.56343e-10 8.2488e-08 -1.4426e-09 -2.86731e-10 -1.59039e-09 -2.83276e-10 -1.65934e-09 -4.81751e-10 -7.81362e-08 -4.7838e-09 1.85539e-09 1.26586e-07 -2.81019e-10 -1.6099e-09 1.37452e-11 -1.8666e-09 -3.33175e-10 -2.02084e-09 6.5857e-11 3.73752e-09 -6.93851e-08 -1.95515e-08 5.97157e-10 -1.00075e-09 -2.80876e-09 -6.87835e-10 1.254e-09 5.50244e-09
internal_weight=0 3101 3079 77 3002 2982 2951 2924 2896 2875 84 63 2791 47 2744 2718 2696 2659 2637 2616 2589 2459 130 105 2428 2401 2369 2349 2313 2156
internal_count=3121 3101 3079 77 3002 2982 2951 2924 2896 2875 84 63 2791 47 2744 2718 2696 2659 2637 2616 2589 2459 130 105 2428 2401 2369 2349 2313 2156
is_linear=0
shrinkage=0.1


Tree=9840
num_leaves=31
num_cat=0
split_feature=130 40 15 484 4 131 2 142 11 33 1184 9 390 133 147 147 16 132 0 158 12 12 1210 43 42 402 1212 401 50 50
split_gain=3.9854e-11 6.22713e-11 3.60623e-11 8.85607e-11 5.09219e-11 7.73895e-11 1.03183e-10 5.37115e-11 1.13168e-10 8.45541e-11 5.35468e-11 5.42747e-11 5.17087e-11 7.46134e-11 4.23608e-11 6.01083e-11 4.07792e-11 1.59663e-10 4.7868e-10 1.27979e-10 1.50251e-10 6.60285e-10 3.92817e-10 3.00652e-10 5.52057e-10 2.59628e-10 1.6741e-10 2.5441e-10 1.40222e-10 1.85932e-10
threshold=-0.23123999999999997 -0.24290999999999999 -0.5556049999999999 0.095680000000000015 0.51303500000000013 0.09172000000000001 0.11870500000000002 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.089075000000000015 0.089995000000000006 0.087590000000000015 -0.088669999999999985 0.099230000000000013 0.093875000000000014 -0.083134999999999987 0.087955000000000019 -0.090644999999999989 0.07968500000000002 0.088245000000000004 0.087995000000000004 -0.015189999999999997 0.0034250000000000005 0.089165000000000008 -0.08738499999999999 -0.092474999999999988 0.090205000000000021 0.096900000000000014 0.115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 6 -6 -4 -9 -10 11 12 14 -14 15 16 17 19 -19 20 21 23 -22 25 -25 -11 -27 -28 -24 -30
right_child=1 2 4 -5 5 -7 -8 8 9 10 -12 -13 13 -15 -16 -17 -18 18 -20 -21 22 -23 28 24 -26 26 27 -29 29 -31
leaf_value=1.311590167411534e-07 -1.768465332574465e-07 -5.439674990852113e-08 1.6028270780885752e-07 2.2624453894492117e-07 1.2971310789566816e-07 -2.4540462729440887e-07 -1.4751160541335602e-07 -2.2616880683430779e-07 -2.0341773534937604e-07 3.3514820643176794e-07 1.6596467816043515e-07 1.2210390647891399e-07 2.4967286968546884e-07 -2.3481732114305487e-08 1.1677802177700871e-07 -1.6368018024244837e-07 7.0633741335199684e-09 2.971038418115251e-08 -5.2548417691274574e-07 1.0044365483751408e-07 4.6195906094226308e-07 -5.9249070173708879e-07 -3.5254002136510655e-08 -6.0615727927408149e-07 5.3000582898608557e-08 2.5387024701709983e-07 -1.428672086998141e-08 -3.8287636371592272e-07 3.2563706570597008e-07 -3.2666796035603817e-08
leaf_weight=23 20 22 21 23 25 21 29 22 20 22 20 37 20 20 30 23 1860 44 24 98 20 22 211 24 27 21 294 20 28 30
leaf_count=23 20 22 21 23 25 21 29 22 20 22 20 37 20 20 30 23 1860 44 24 98 20 22 211 24 27 21 294 20 28 30
internal_value=0 -9.63991e-10 1.78845e-10 8.90421e-08 -1.1396e-09 -8.25134e-08 -1.91668e-08 9.23629e-10 -2.15813e-10 1.48949e-09 2.90509e-09 1.77076e-09 2.01934e-10 1.13096e-07 -1.41198e-09 -2.69295e-09 -1.34405e-09 -1.90139e-08 -1.66241e-07 -6.76003e-09 -2.13719e-08 -5.88485e-08 3.4389e-08 -3.00736e-08 -2.57191e-07 2.37174e-09 -1.94822e-08 -3.77638e-08 2.5994e-09 1.40307e-07
internal_weight=0 3098 3078 45 3033 75 54 2958 2937 2915 2895 2875 2838 40 2798 2768 2745 885 68 817 719 430 289 408 51 357 335 314 269 58
internal_count=3121 3098 3078 45 3033 75 54 2958 2937 2915 2895 2875 2838 40 2798 2768 2745 885 68 817 719 430 289 408 51 357 335 314 269 58
is_linear=0
shrinkage=0.1


Tree=9841
num_leaves=31
num_cat=0
split_feature=40 130 42 1456 15 154 157 157 1443 480 483 471 475 97 34 104 34 9 16 10 16 2 45 479 2 480 1 481 42 484
split_gain=3.46211e-11 9.04041e-11 4.92142e-11 4.63636e-11 6.99615e-11 6.95409e-11 8.60872e-11 6.27094e-11 4.75864e-11 5.3548e-11 4.97827e-11 4.56533e-11 4.6548e-11 3.91136e-11 7.48145e-11 1.02145e-10 8.3217e-11 1.04077e-10 1.70872e-10 1.32073e-10 3.67083e-10 1.15326e-10 7.13027e-11 4.95461e-11 3.29216e-10 5.44541e-11 5.70322e-10 9.34951e-10 2.98775e-10 1.77496e-10
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 0.11510000000000002 -0.065449999999999994 0.084190000000000001 0.63604500000000008 0.30844500000000002 0.090755000000000016 -0.092774999999999982 -0.47181499999999993 0.094575000000000006 0.12365000000000002 -0.086464999999999986 -0.08786999999999999 0.086600000000000024 -0.057544999999999992 0.091600000000000015 -0.40995499999999996 -0.0093599999999999985 -0.090344999999999995 -0.0091949999999999983 0.094030000000000016 0.097110000000000016 0.092120000000000021 0.086930000000000021 0.092945000000000014 -0.097394999999999995 0.086135000000000003 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 8 9 -3 -11 12 13 -12 -15 16 -16 19 -19 20 -18 -21 23 25 -25 -23 27 -27 -29 -30
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 11 -13 -14 14 15 -17 17 18 -20 21 -22 22 -24 24 -26 26 -28 28 29 -31
leaf_value=1.3114973224759299e-07 -2.0283662746190989e-07 1.6091742050861057e-07 1.2596218543913275e-07 2.333732721483882e-07 -1.6558011169583628e-08 1.7915225126465714e-07 -2.102345716537002e-07 1.496378825162605e-07 -1.2670221546921957e-07 1.5012949677925679e-07 -1.3719535122514904e-07 -1.2923395400258448e-07 1.2754975700162235e-07 1.379176361247979e-07 1.6792570696517423e-07 -2.3040273681829148e-07 -1.4757136367073883e-07 1.1234448801697337e-08 -3.7441039037133809e-07 -1.9747251401106095e-07 4.1455577432386167e-07 -3.0170680072096227e-09 -1.621451672357515e-07 1.446750356086974e-07 -3.4472159221629096e-07 7.8304613424506899e-07 -3.6249780907837703e-07 2.2695599219068264e-07 -3.5009972558110229e-07 5.7233200543294064e-08
leaf_weight=20 22 20 31 21 24 21 20 27 31 21 22 29 27 37 28 20 21 27 20 31 26 2367 28 28 27 20 25 37 23 20
leaf_count=20 22 20 31 21 24 21 20 27 31 21 22 29 27 37 28 20 21 27 20 31 26 2367 28 28 27 20 25 37 23 20
internal_value=0 -8.43414e-10 5.99863e-10 -6.75147e-10 1.00077e-07 -2.18491e-09 -3.46194e-09 -2.06577e-09 -3.46134e-09 -2.14575e-09 -3.27656e-09 -4.40179e-09 -3.1244e-09 -4.38133e-09 -3.33217e-09 -5.234e-09 -3.5832e-09 -5.36182e-09 -1.5287e-07 -2.7486e-09 1.63393e-07 -5.745e-09 -3.43683e-09 -1.69209e-09 -9.55742e-08 3.79944e-10 6.47058e-08 1.71507e-07 1.86218e-08 -1.60643e-07
internal_weight=0 3101 3079 3048 45 3003 2982 2962 2935 2904 2884 2863 2834 2807 2785 2748 2728 2700 47 2653 47 2606 2575 2547 55 2492 125 100 80 43
internal_count=3121 3101 3079 3048 45 3003 2982 2962 2935 2904 2884 2863 2834 2807 2785 2748 2728 2700 47 2653 47 2606 2575 2547 55 2492 125 100 80 43
is_linear=0
shrinkage=0.1


Tree=9842
num_leaves=31
num_cat=0
split_feature=130 40 34 34 97 123 9 10 10 4 2 46 46 1454 1455 15 1455 1451 1453 51 483 483 483 50 42 481 2 3 43 1456
split_gain=4.06862e-11 5.78695e-11 4.0145e-11 4.2331e-11 1.87402e-10 1.14368e-10 7.36229e-11 1.83633e-10 1.41753e-10 1.14409e-09 8.4762e-11 3.56833e-11 4.59438e-11 4.61616e-11 6.41383e-11 1.45123e-10 1.03686e-10 4.88802e-11 4.55931e-11 6.74237e-11 7.23094e-11 8.26858e-11 1.26222e-10 6.86743e-11 1.17254e-10 6.07947e-11 4.85265e-10 7.45172e-10 9.73116e-10 1.88907e-10
threshold=-0.23123999999999997 -0.24290999999999999 -0.112215 -0.057544999999999992 -0.071434999999999985 0.084660000000000013 0.091600000000000015 0.094860000000000014 -0.0093599999999999985 0.053180000000000012 -0.0091949999999999983 0.10987500000000001 0.083550000000000013 0.10906500000000001 -0.097209999999999977 0.088495000000000018 -0.089344999999999994 0.089825000000000002 1.0000000180025095e-35 -0.46621499999999999 -0.47356499999999996 -0.095689999999999983 -0.088629999999999987 -0.16990499999999997 -0.018024999999999996 -0.081614999999999979 0.091185000000000002 -0.085784999999999986 -0.077319999999999986 -0.14739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 8 -8 9 -5 -10 12 13 14 15 -12 -16 18 19 -18 -21 -22 -23 24 -24 26 27 -25 -29 -27
right_child=1 2 3 6 -6 -7 7 -9 10 -11 11 -13 -14 -15 16 -17 17 -19 -20 20 21 22 23 25 -26 29 -28 28 -30 -31
leaf_value=1.3251835126049588e-07 -1.7052911466919342e-07 -1.1498930736782616e-07 1.3508834806330583e-07 -2.0383852225437849e-07 3.208033784961696e-07 -1.6002259575669026e-07 -3.4571208260558708e-07 4.5475130150407498e-08 -1.6354967751208705e-07 7.0408010987831484e-07 3.2283555873036111e-08 1.3321884051009647e-07 -1.4477302918501004e-07 1.0977093924829637e-07 2.0370206425468494e-07 -2.9301497506869135e-07 1.5085884355365689e-07 1.5106415193464445e-07 -1.3138861058231903e-07 -1.8299374770239494e-07 1.5172853555408698e-07 -2.5325803463260856e-07 -3.0471162695278057e-07 3.5106880901443731e-07 -1.1851661797988658e-09 -2.4728862733295942e-07 5.0711685053968155e-07 9.967695007162548e-08 -7.1245380593154554e-07 1.2132163255795229e-09
leaf_weight=23 20 30 24 35 22 29 21 28 32 23 32 20 22 38 25 24 29 21 27 22 35 20 20 34 35 31 21 36 25 2317
leaf_count=23 20 30 24 35 22 29 21 28 32 23 32 20 22 38 25 24 29 21 27 22 35 20 20 34 35 31 21 36 25 2317
internal_value=0 -9.76927e-10 1.24777e-10 1.25779e-09 7.54552e-08 -2.63875e-08 -6.13992e-10 -1.22177e-07 1.42314e-09 1.56198e-07 -1.70909e-09 1.1833e-10 -8.27658e-10 3.06582e-10 -1.20382e-09 -1.0713e-07 9.94799e-10 -9.01079e-10 -2.10442e-09 -7.74643e-10 -2.46855e-09 -9.25595e-10 -3.02993e-09 -1.0432e-09 -1.11558e-07 1.42366e-09 7.20933e-08 -2.40698e-08 -2.33164e-07 -2.06769e-09
internal_weight=0 3098 3078 3048 75 53 2973 49 2924 58 2866 2834 2814 2792 2754 56 2698 2673 2652 2625 2596 2574 2539 2519 55 2464 116 95 61 2348
internal_count=3121 3098 3078 3048 75 53 2973 49 2924 58 2866 2834 2814 2792 2754 56 2698 2673 2652 2625 2596 2574 2539 2519 55 2464 116 95 61 2348
is_linear=0
shrinkage=0.1


Tree=9843
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 50 1186 52 16 129 1184 394 129 12 129 4 12 2 129 16 12 130 43 39 33 9 9 132 2 132 43
split_gain=3.38039e-11 9.28814e-10 5.43898e-10 1.40666e-10 4.44851e-11 3.67449e-11 6.21409e-11 7.31047e-11 5.24361e-11 8.46616e-11 3.90298e-11 1.55773e-10 5.52798e-11 5.33859e-11 1.58148e-10 1.74071e-10 2.19955e-10 3.04795e-10 9.95601e-11 4.59414e-11 7.67457e-11 6.31257e-11 4.68418e-11 9.57767e-11 5.49444e-11 6.42502e-11 4.64671e-11 9.23051e-11 8.23676e-11 2.83837e-10
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.085960000000000023 0.093975000000000017 0.084720000000000004 0.08568000000000002 -0.052894999999999991 -0.077709999999999987 0.083155000000000021 -0.076319999999999985 0.094860000000000014 0.089505000000000015 0.085395000000000013 -0.081984999999999988 0.089625000000000024 0.094565000000000024 0.10119500000000002 -0.080344999999999986 0.23631000000000002 -0.22461999999999996 -0.52440999999999993 -1.0000000180025095e-35 -0.009184999999999997 0.089995000000000006 0.10141500000000002 0.10859000000000001 0.082850000000000021 0.087955000000000019 -0.079734999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 8 7 -7 -4 10 11 12 -10 19 18 -16 -17 -18 -15 20 -12 -22 -23 -24 26 -26 28 -28 -25 -30
right_child=2 -3 5 -5 -6 6 -8 -9 9 -11 13 -13 -14 14 15 16 17 -19 -20 -21 21 22 23 24 25 -27 27 -29 29 -31
leaf_value=2.3090347925583625e-08 -4.9818683953100682e-07 6.5414695601294752e-07 -1.5454265242066292e-07 -2.3431826050043507e-07 -1.3580681532232575e-07 -1.2473128233550382e-07 2.2208381778909824e-07 1.3611570682702345e-07 -6.5935726048302544e-08 2.0047872543013261e-07 1.9390985684708538e-07 -2.4603670310845643e-07 1.4027520817395411e-07 3.5802456246830414e-07 -1.7830443546711487e-07 -1.852616207997926e-07 4.9014073071129181e-07 -3.6793599541031502e-08 7.2403529626486628e-08 -1.4972436331174237e-07 -1.7970936234235071e-07 1.2286247804619659e-07 -1.901574293451926e-07 -1.3239411521503588e-09 2.4214784936305025e-07 5.6707079131178441e-09 -8.9735120284855778e-08 1.3474180694205891e-07 5.8939031516066128e-08 -2.6026351726762607e-07
leaf_weight=148 22 22 22 29 20 21 20 22 26 21 20 31 26 23 39 20 21 23 26 21 20 30 27 2174 20 27 26 62 60 52
leaf_count=148 22 22 22 29 20 21 20 22 26 21 20 31 26 23 39 20 21 23 26 21 20 30 27 2174 20 27 26 62 60 52
internal_value=0 3.78869e-08 -2.85666e-09 -3.0934e-08 4.17402e-09 9.27111e-10 7.64582e-08 8.72532e-09 -7.62082e-10 4.48356e-10 -1.06593e-09 -6.86062e-08 3.71697e-08 1.01725e-09 5.85832e-08 -1.17709e-08 8.97105e-08 2.14698e-07 2.06471e-07 -2.429e-09 -1.20057e-09 -2.7627e-09 -1.33456e-09 -2.85658e-09 -7.67726e-10 1.06299e-07 -2.88742e-09 6.84191e-08 -5.63237e-09 -8.92622e-08
internal_weight=0 219 2902 197 168 2880 63 43 2817 2795 2774 83 52 2691 152 103 64 44 49 2539 2518 2498 2478 2448 2421 47 2374 88 2286 112
internal_count=3121 219 2902 197 168 2880 63 43 2817 2795 2774 83 52 2691 152 103 64 44 49 2539 2518 2498 2478 2448 2421 47 2374 88 2286 112
is_linear=0
shrinkage=0.1


Tree=9844
num_leaves=31
num_cat=0
split_feature=40 130 12 4 139 132 1185 1203 12 3 1186 132 399 4 129 129 374 39 9 33 147 150 49 147 4 4 9 151 16 1374
split_gain=3.40629e-11 9.13644e-11 4.32201e-11 7.65576e-11 5.38521e-11 3.89381e-11 2.17791e-10 1.11951e-10 4.90646e-11 3.69387e-11 4.50226e-11 4.52349e-11 8.86988e-11 4.71154e-11 3.45414e-11 4.07917e-11 3.23379e-11 5.23811e-11 1.17455e-10 1.16714e-10 4.24592e-11 4.1595e-11 2.23059e-10 1.00579e-10 4.35203e-11 4.96222e-10 3.87461e-10 1.43452e-10 2.6304e-10 1.34356e-10
threshold=-0.24620999999999996 -0.22699999999999995 0.12477500000000001 0.076415000000000025 -0.060214999999999998 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11232500000000002 -0.06977499999999999 -0.010834999999999999 -0.095229999999999995 0.087485000000000021 -0.068329999999999988 -0.08133 -1.0000000180025095e-35 0.093030000000000015 -1.0000000180025095e-35 0.092235000000000011 -0.0066799999999999993 0.099730000000000027 0.12640500000000002 -0.045154999999999994 0.092070000000000013 0.053180000000000012 0.056795000000000005 -0.013509999999999999 0.056735000000000001 -0.010699999999999999 -0.096434999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 7 -7 8 9 10 -6 13 -13 -12 -8 -16 17 -17 19 -19 21 23 -23 24 26 -26 -21 29 -29 -28
right_child=1 2 3 -5 5 6 14 -9 -10 -11 11 12 -14 -15 15 16 -18 18 -20 20 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=1.3009064616653632e-07 -2.0389720283085145e-07 -1.6482476502766022e-07 3.3988914306153715e-09 2.1424604162562514e-07 1.0508647253123133e-07 3.2370295159688843e-07 1.0213551268572537e-07 -2.32185201580419e-07 -1.5276580501609838e-07 1.0641305588402853e-07 1.0791544837658236e-07 4.1294215975540284e-08 -2.3655616548399784e-07 -8.685391395849128e-08 -1.2794032204510588e-07 1.2654119263006027e-07 -1.2630010402858714e-07 2.053781812553065e-07 -1.7477443091370272e-07 3.396864329374694e-07 1.2485479256564826e-07 1.0201925501210748e-07 -3.1343898688381467e-07 1.796370590744617e-07 -4.6225690334722459e-07 -5.040650682290445e-09 -2.121810705228845e-07 4.2658022452583701e-07 -5.8663467883982384e-09 -2.2624436159626186e-09
leaf_weight=20 22 20 51 26 24 21 33 27 22 30 27 20 27 23 25 33 20 28 38 34 27 28 24 31 25 470 31 22 39 1853
leaf_count=20 22 20 51 26 24 21 33 27 22 30 27 20 27 23 25 33 20 28 38 34 27 28 24 31 25 470 31 22 39 1853
internal_value=0 -8.34082e-10 6.1684e-10 7.4594e-08 -1.28064e-09 -1.83767e-10 2.8801e-09 -4.28022e-08 -1.32453e-08 7.0822e-09 -1.75453e-08 -4.78872e-08 -1.18322e-07 1.83215e-08 4.39942e-10 -7.90246e-10 3.85763e-10 1.33012e-09 -2.2911e-10 2.31022e-09 1.0979e-10 -1.20742e-09 -8.97307e-08 6.30186e-10 -1.61283e-09 -2.81324e-08 5.02041e-09 -8.29791e-10 1.50098e-07 -5.71652e-09
internal_weight=0 3101 3079 77 3002 2982 2782 200 173 151 121 97 47 50 2761 2728 2703 2683 2650 2612 2584 2557 52 2505 2474 495 1979 1945 61 1884
internal_count=3121 3101 3079 77 3002 2982 2782 200 173 151 121 97 47 50 2761 2728 2703 2683 2650 2612 2584 2557 52 2505 2474 495 1979 1945 61 1884
is_linear=0
shrinkage=0.1


Tree=9845
num_leaves=31
num_cat=0
split_feature=448 1348 120 0 130 33 45 10 0 15 12 97 9 376 39 1 1 1 1184 132 1186 393 1203 1 14 0 3 39 13 3
split_gain=3.53536e-11 6.90383e-11 3.55852e-11 7.16738e-11 6.42276e-11 6.50051e-11 3.74418e-11 4.11601e-11 4.79457e-10 5.09371e-10 2.53072e-10 5.02641e-11 9.68239e-11 4.84556e-11 7.39979e-11 4.77674e-11 1.22703e-10 1.30136e-10 8.00588e-11 5.21166e-11 9.33853e-10 5.17351e-10 1.08998e-10 5.48142e-11 7.0517e-11 2.78508e-10 6.55723e-11 8.29082e-11 7.49767e-11 5.84524e-11
threshold=0.068920000000000023 0.091105000000000005 1.0000000180025095e-35 -0.073309999999999986 -0.22461999999999996 -0.044254999999999996 0.10526500000000001 -0.011559999999999999 -0.10224499999999999 -0.10324499999999999 -0.010834999999999999 -0.084639999999999979 -0.013509999999999999 -1.0000000180025095e-35 0.087735000000000021 0.14754500000000001 0.13743000000000002 0.13436000000000001 0.088135000000000019 -0.083284999999999984 1.0000000180025095e-35 0.12679500000000002 0.085960000000000023 0.11866500000000001 -0.31455999999999995 -0.26343999999999995 -0.087319999999999995 0.086670000000000011 -0.064619999999999983 0.10893000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 7 8 -7 -10 -11 -9 -13 14 -14 16 17 18 19 20 22 23 -15 24 -21 -26 -25 28 -28 -27
right_child=-2 -3 3 -5 5 6 -8 11 9 10 -12 12 13 15 -16 -17 -18 -19 -20 21 -22 -23 -24 26 25 29 27 -29 -30 -31
leaf_value=1.6717815673641584e-07 -1.3252796094320729e-07 1.518181533792055e-07 3.1597330233760587e-08 -2.1828884836271426e-07 1.7475474673271191e-07 -4.5659676732867639e-07 1.2529249231548697e-07 -1.4464856441520625e-07 3.876415477101358e-07 7.2759821963304442e-08 -3.7353240962545446e-07 1.8571671530155852e-07 -2.4769153704085058e-07 1.1533360499819139e-08 -2.4909986739984904e-09 1.1052465745583125e-07 -1.817994881075474e-07 2.5569191933527693e-07 -1.7496642892813095e-07 1.5922871267759075e-07 6.9839604549315487e-07 -5.09107859336666e-07 -2.0385803518913853e-07 -8.4198445762240235e-08 -3.5741876548523908e-07 -2.904089170984248e-09 3.3109229089790382e-07 -1.1974853378625272e-08 7.2869770662009614e-08 8.5739238291533243e-08
leaf_weight=23 20 30 24 22 21 24 23 24 29 27 24 28 20 146 32 39 37 20 26 27 20 20 28 20 22 2194 23 29 22 77
leaf_count=23 20 30 24 22 21 24 23 24 29 27 24 28 20 146 32 39 37 20 26 27 20 20 28 20 22 2194 23 29 22 77
internal_value=0 8.54147e-10 -6.2059e-10 -8.79135e-08 7.06838e-10 -5.68592e-10 -1.80368e-09 -2.79192e-09 -6.45863e-08 5.30168e-08 -1.3726e-07 -5.40122e-10 6.81999e-10 -1.16703e-09 -9.67989e-08 6.41284e-10 -9.3948e-10 1.56307e-09 -3.51992e-10 1.37555e-09 5.12565e-08 -2.60018e-09 -2.31273e-08 1.59624e-09 -1.43693e-09 -3.32877e-09 7.64576e-08 1.19878e-07 2.0485e-07 1.01431e-10
internal_weight=0 3101 3071 46 3025 3002 2981 2958 104 80 51 2854 2830 2802 52 2750 2711 2674 2654 2628 194 2434 174 2414 2320 2293 94 74 45 2271
internal_count=3121 3101 3071 46 3025 3002 2981 2958 104 80 51 2854 2830 2802 52 2750 2711 2674 2654 2628 194 2434 174 2414 2320 2293 94 74 45 2271
is_linear=0
shrinkage=0.1


Tree=9846
num_leaves=31
num_cat=0
split_feature=34 16 448 2 42 1348 120 9 3 10 2 16 1 15 3 16 4 0 151 52 2 0 47 1 0 2 2 2 12 16
split_gain=3.01615e-11 3.31433e-11 1.38537e-10 8.4317e-11 1.11419e-10 6.98164e-11 4.19798e-11 6.49879e-11 1.55142e-10 7.95441e-11 1.26439e-10 9.11398e-11 7.06026e-11 1.4755e-10 6.17722e-11 1.44684e-10 1.18551e-10 1.5549e-10 3.87278e-10 1.30117e-10 1.23436e-10 4.89427e-11 6.2309e-10 1.39231e-09 5.36703e-10 3.67815e-10 2.10782e-10 2.57611e-10 2.45723e-10 1.40589e-10
threshold=-0.112215 -0.5435399999999998 0.030280000000000001 0.10644500000000001 1.0000000180025095e-35 0.090205000000000021 0.086165000000000019 0.092410000000000006 -0.023499999999999997 0.053330000000000009 -0.080614999999999978 -0.5335399999999999 0.16540500000000002 -0.56020999999999987 0.10893000000000001 -0.4179199999999999 0.033845000000000007 -0.075934999999999989 -0.0017399999999999998 -0.083374999999999991 0.14019000000000004 -0.10224499999999999 0.092710000000000015 0.10060500000000001 -0.10607499999999999 -0.020134999999999997 0.11293500000000002 0.10672500000000001 -0.029094999999999999 -0.010264999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 -2 6 7 9 -9 10 -3 -12 13 -13 21 -16 17 18 -17 -19 -18 22 24 -24 26 -23 27 29 -29 -15
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 11 12 -14 14 15 16 20 19 -20 -21 -22 25 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-9.8150004115569258e-08 -1.787209452430716e-07 2.3974878744907485e-07 -2.5064270516850232e-07 1.960767391058956e-07 1.4739997393320438e-07 1.6437281222973886e-07 -1.1068932412219029e-07 -7.324073870051961e-08 3.1592244766898151e-07 -1.6843269950836009e-07 -2.1362926645451809e-07 -2.4765835154501777e-07 1.8327175439480927e-07 -5.4992055567026911e-08 2.9376446420932868e-07 -1.031310209498315e-07 -2.8895622533027454e-07 -2.1118297927782606e-07 4.9269142898822338e-07 1.0731429001523418e-07 5.817033120081305e-08 3.6341888581021516e-07 -1.0025719991801907e-06 1.5026242114014501e-07 4.1351356202312676e-07 -1.3004504269096638e-09 2.5426309283223724e-07 -4.7121636810521479e-08 -5.3688924719352824e-07 1.3253358062431119e-07
leaf_weight=31 22 22 22 30 20 26 34 20 21 28 20 24 21 185 23 20 21 23 24 29 20 28 20 22 30 2219 24 21 20 51
leaf_count=31 22 22 22 30 20 26 34 20 21 28 20 24 21 185 23 20 21 23 24 29 20 28 20 22 30 2219 24 21 20 51
internal_value=0 9.8188e-10 -6.17771e-10 6.80339e-08 -2.34253e-08 1.21819e-09 -2.10096e-10 1.0693e-09 1.26087e-07 -7.01246e-10 9.36871e-10 -9.09829e-10 5.96149e-10 -7.71963e-10 1.35943e-09 6.16799e-08 2.27168e-08 8.35092e-08 2.21863e-07 -3.35595e-08 -1.19626e-07 -2.32426e-09 -3.58702e-08 -3.98706e-07 1.01694e-08 3.24434e-09 -3.0031e-08 -5.4663e-08 -2.86033e-07 -1.44674e-08
internal_weight=0 3090 3018 72 42 2996 2970 2936 41 2895 2867 2845 2825 2804 2780 160 137 96 44 52 41 2620 373 42 331 2247 301 277 41 236
internal_count=3121 3090 3018 72 42 2996 2970 2936 41 2895 2867 2845 2825 2804 2780 160 137 96 44 52 41 2620 373 42 331 2247 301 277 41 236
is_linear=0
shrinkage=0.1


Tree=9847
num_leaves=31
num_cat=0
split_feature=97 34 33 10 10 4 2 4 13 12 12 0 12 133 0 12 133 3 42 133 52 1374 12 483 12 12 52 12 12 42
split_gain=3.61442e-11 8.93989e-11 1.05965e-10 7.43381e-11 3.95729e-11 6.96075e-10 6.89538e-11 5.86743e-10 1.61743e-10 3.91345e-11 3.35731e-10 2.51196e-10 1.53321e-10 3.52413e-10 4.13805e-10 1.53915e-10 1.4682e-10 4.35638e-10 3.08339e-10 2.17989e-10 4.93113e-10 1.94642e-10 1.43857e-10 4.93809e-10 6.66015e-10 1.74622e-10 3.69978e-10 1.80308e-10 1.56803e-10 3.4945e-10
threshold=-0.049229999999999996 -0.08786999999999999 1.0000000180025095e-35 -0.0087699999999999983 -0.011239999999999998 0.053180000000000012 -1.0000000180025095e-35 0.053180000000000012 -0.0062949999999999994 0.085355000000000014 0.085635000000000003 -0.086729999999999988 0.08493500000000001 -0.017654999999999997 -0.08841499999999998 0.084795000000000023 0.091250000000000012 -0.085784999999999986 0.090835000000000013 0.087575000000000014 -0.026204999999999996 0.088460000000000011 0.083815000000000014 0.041590000000000009 0.08401500000000002 0.083310000000000009 -0.0055649999999999996 0.082480000000000012 0.084290000000000018 0.084535000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 5 -3 7 -6 -9 12 11 -11 15 -14 -15 16 19 -18 -19 21 -21 22 25 24 -24 27 -27 -8 -26 -30
right_child=1 2 -4 -5 6 -7 9 8 -10 10 -12 -13 13 14 -16 -17 17 18 -20 20 -22 -23 23 -25 28 26 -28 -29 29 -31
leaf_value=1.9463713476269711e-08 1.7339325111720427e-07 -4.1482217132700807e-07 -2.0109751383428761e-07 -1.8991733128359558e-07 4.7085874820561882e-07 2.7844766746934875e-07 -3.985134671022876e-09 5.7005809577066636e-08 -3.1140806290802008e-07 1.52112303908325e-08 2.7902074233110668e-09 4.9068622541881271e-07 1.6530373319829266e-07 8.426742552232595e-09 -5.8085176201180166e-07 2.4060023383754016e-07 4.1893624896260923e-07 2.2431724687521638e-07 -2.9794839990087826e-07 1.3382617555499737e-07 -5.1227769183191819e-07 2.6439425437274619e-07 -6.866949122567072e-07 2.9939011711902548e-07 1.2641024402280611e-07 4.7964709918605057e-07 -1.1462617749202764e-07 -3.0203080806738097e-07 -4.6415856690165803e-07 6.1900369782311577e-08
leaf_weight=39 30 30 26 30 27 28 607 26 22 20 1780 25 23 22 26 25 30 20 26 21 27 25 23 23 26 22 20 21 23 28
leaf_count=39 30 30 26 30 27 28 607 26 22 20 1780 25 23 22 26 25 30 20 26 21 27 25 23 23 26 22 20 21 23 28
internal_value=0 1.61811e-09 -8.71382e-11 -7.15715e-08 1.65728e-09 -8.01402e-08 3.27207e-09 9.79248e-08 -1.11851e-07 7.92516e-10 9.60984e-09 2.79364e-07 -1.471e-08 -1.56546e-07 -3.10766e-07 -4.29597e-09 -1.07953e-08 1.22471e-07 -7.08764e-08 -2.24907e-08 -2.29607e-07 -1.03372e-08 -1.89984e-08 -1.18405e-07 -2.14498e-07 -7.49121e-10 1.9666e-07 -1.39516e-08 -7.34516e-08 -1.75342e-07
internal_weight=0 3052 3022 69 2996 58 2938 75 48 2863 1825 45 1038 71 48 967 942 76 46 866 48 818 793 123 100 670 42 628 77 51
internal_count=3121 3052 3022 69 2996 58 2938 75 48 2863 1825 45 1038 71 48 967 942 76 46 866 48 818 793 123 100 670 42 628 77 51
is_linear=0
shrinkage=0.1


Tree=9848
num_leaves=31
num_cat=0
split_feature=96 49 49 49 34 52 52 13 13 13 160 10 4 15 42 1 160 1 4 1 1375 150 147 13 51 50 13 133 4 39
split_gain=3.36606e-11 3.4699e-11 2.22322e-10 1.63952e-10 1.5595e-10 1.412e-10 1.73609e-10 1.68251e-10 2.07656e-10 1.39425e-10 1.32747e-10 1.26414e-10 1.01391e-09 9.88712e-11 9.52868e-11 1.22967e-10 1.70366e-10 9.19485e-11 9.70918e-11 1.07769e-10 6.60132e-11 9.61193e-11 1.73919e-10 5.39391e-11 1.40506e-10 1.70148e-10 1.18044e-10 2.22332e-10 7.41407e-11 7.07267e-11
threshold=0.090365000000000015 -0.049784999999999989 -0.054984999999999992 -0.045154999999999994 -0.08786999999999999 -0.015069999999999998 -0.031059999999999997 -0.07965499999999999 -0.085154999999999995 -0.097224999999999992 0.098320000000000005 -0.011559999999999999 0.053180000000000012 -0.036009999999999993 -0.084624999999999992 0.093100000000000002 0.032695000000000009 0.10293500000000001 -0.0092149999999999992 0.11507500000000002 -0.22860499999999997 0.12706500000000001 0.093875000000000014 -0.14179999999999995 0.080335000000000018 0.098785000000000026 -0.10278499999999999 -0.27466499999999994 -0.51843499999999987 0.11365500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 6 10 8 9 -7 14 12 -6 -9 -1 16 -16 -17 19 -19 -13 22 23 24 -22 -26 27 -25 -28 -30
right_child=-2 3 -4 4 11 7 -8 13 -10 -11 -12 20 -14 -15 15 17 -18 18 -20 -21 21 -23 -24 26 25 -27 28 -29 29 -31
leaf_value=1.330573539348734e-07 -1.2617644894622311e-07 2.2984934285874559e-07 -3.2197421824993932e-07 2.7359446091525445e-07 -6.3997776038604577e-07 2.1125863404077354e-07 -3.2992427417779949e-07 1.0980113895442401e-07 4.0325831744780769e-07 -1.0158654565170115e-07 1.6631088286089836e-07 -1.6546088483106241e-07 2.1985223384035637e-07 -1.7197282499058597e-07 -3.3767918171720553e-08 1.4882169045387691e-07 -4.3657465171452802e-07 -2.6670659230924629e-07 8.6997369521668597e-08 -4.2969954828048024e-09 3.7536319017901299e-09 1.9239684347751423e-07 -2.7102154443772851e-07 -9.6304759857784588e-08 -4.1959826802440153e-07 -7.1083988473219511e-09 -1.4556871570370335e-07 3.2244425165472993e-07 9.7606608467519752e-09 -1.4231787375251771e-07
leaf_weight=22 21 32 24 21 24 29 21 20 25 28 30 23 32 33 21 22 21 34 25 29 117 27 23 21 20 20 32 32 2261 31
leaf_count=22 21 32 24 21 24 29 21 20 25 28 30 23 32 33 21 22 21 34 25 29 117 27 23 21 20 20 32 32 2261 31
internal_value=0 8.56832e-10 -2.72801e-08 4.83496e-09 2.15222e-09 -7.63385e-09 -5.61451e-08 7.32182e-08 1.6297e-07 5.75803e-08 -2.79619e-08 1.16722e-11 -1.48646e-07 -6.5643e-08 -6.14572e-08 -8.96107e-08 -2.35171e-07 -3.4033e-08 -7.97466e-08 -1.45915e-07 3.20494e-09 4.70622e-09 2.72435e-09 5.20902e-09 -5.15602e-08 -2.13353e-07 8.95861e-09 1.56525e-07 5.59329e-09 7.70375e-09
internal_weight=0 3100 384 2716 2684 360 225 135 82 57 204 2663 56 53 174 152 42 110 88 63 2607 2584 2557 2534 157 40 2377 53 2324 2292
internal_count=3121 3100 384 2716 2684 360 225 135 82 57 204 2663 56 53 174 152 42 110 88 63 2607 2584 2557 2534 157 40 2377 53 2324 2292
is_linear=0
shrinkage=0.1


Tree=9849
num_leaves=31
num_cat=0
split_feature=34 1208 1208 133 133 2 1447 133 133 480 1446 1456 43 43 1 15 1373 457 1375 3 480 3 2 1213 0 0 2 0 133 4
split_gain=3.60982e-11 2.98313e-11 4.21052e-11 3.22876e-11 3.19494e-10 9.21875e-10 2.76859e-10 2.15221e-10 2.69438e-10 1.86199e-10 1.36627e-10 2.23813e-10 1.49783e-10 3.269e-10 1.81878e-10 3.29955e-10 1.04593e-10 2.62701e-10 1.85199e-10 4.88664e-10 1.08413e-10 1.5611e-10 2.09281e-10 1.01242e-10 1.2824e-10 3.06858e-10 2.26792e-10 1.95477e-10 1.55814e-10 1.91381e-10
threshold=-0.112215 0.12461500000000002 0.10837500000000001 0.091935000000000003 0.090445000000000011 0.092635000000000009 0.059120000000000013 0.089595000000000022 0.088820000000000024 0.10344000000000002 0.083715000000000026 0.090820000000000026 0.055925000000000009 0.0010100000000000003 0.094385000000000011 0.095175000000000023 0.081220000000000014 -0.078789999999999985 -0.15308499999999997 0.090900000000000009 0.08976000000000002 -0.076669999999999988 0.095195000000000016 0.12275000000000001 -0.090809999999999988 -0.086934999999999985 0.093680000000000013 -0.083804999999999977 0.40431 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 8 16 10 11 12 13 23 15 -14 18 -18 19 -2 -20 -22 -23 24 26 -26 -5 -27 29 -29
right_child=1 -3 -4 9 5 -7 -8 -9 -10 -11 -12 -13 14 -15 -16 -17 17 -19 20 -21 21 22 -24 -25 25 27 -28 28 -30 -31
leaf_value=-1.0738083638043904e-07 4.9328488245237172e-07 -1.2066447478531474e-07 1.3665647859694297e-07 2.8160262647749251e-07 -1.0921732755012467e-07 7.7970258814730199e-07 -2.6716373707476974e-07 -2.3780301437644389e-07 3.4915610178171371e-07 -2.9351996708726349e-07 1.7932434098631866e-07 -3.4190631907904391e-07 -5.8563191382300708e-08 -3.8268844150479707e-07 -1.1870896230448125e-07 4.4862138904904746e-07 1.2662905977895604e-08 -4.2145640829716056e-07 1.2842172216806462e-10 -1.6419462610883785e-07 -1.9024616526113723e-08 4.7351203163327139e-07 4.9071051768998167e-08 1.8529560497881903e-07 -3.869945447547707e-07 2.5178207264294395e-07 -9.237907872353213e-08 -1.5443379995546114e-07 9.327455636064864e-08 9.7917872419992462e-08
leaf_weight=31 26 20 23 34 28 20 38 36 23 24 36 21 23 25 22 29 46 20 2149 20 47 21 26 25 25 24 31 131 58 39
leaf_count=31 26 20 23 34 28 20 38 36 23 24 36 21 23 25 22 29 46 20 2149 20 47 21 26 25 25 24 31 131 58 39
internal_value=0 1.06922e-09 1.86227e-09 8.44791e-10 5.65989e-09 2.61166e-07 6.58141e-10 4.87406e-09 8.54789e-09 -2.11621e-08 -8.66381e-09 -2.25603e-08 -8.16913e-09 -3.28017e-08 1.22317e-07 2.2429e-07 5.22136e-09 -1.18888e-07 8.79988e-09 2.07424e-07 4.72645e-09 1.09845e-07 2.38715e-07 -8.9675e-09 -2.3168e-08 -5.2831e-08 1.03242e-07 -1.96799e-08 -4.82549e-08 -9.65414e-08
internal_weight=0 3090 3070 3047 2500 48 2452 2414 2378 547 523 487 466 392 74 52 2355 66 2289 46 2243 94 47 367 342 277 65 252 228 170
internal_count=3121 3090 3070 3047 2500 48 2452 2414 2378 547 523 487 466 392 74 52 2355 66 2289 46 2243 94 47 367 342 277 65 252 228 170
is_linear=0
shrinkage=0.1


Tree=9850
num_leaves=31
num_cat=0
split_feature=132 15 1185 1186 0 12 0 1213 13 1186 391 128 129 393 159 12 42 1447 484 484 4 160 131 131 481 3 3 159 483 159
split_gain=3.12255e-11 8.90449e-10 4.65363e-10 2.03426e-10 4.96809e-11 5.49923e-11 5.63932e-11 7.00951e-11 5.72439e-11 3.60151e-11 5.65951e-11 6.45192e-11 4.73317e-11 6.02748e-11 3.4325e-11 1.40128e-10 4.28986e-10 2.31651e-10 4.46903e-10 2.92868e-10 2.78828e-10 2.76362e-10 2.74334e-10 6.02189e-10 5.21169e-10 4.15848e-10 1.42142e-10 1.12285e-10 3.19209e-10 1.91531e-10
threshold=-0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.0044650000000000011 -0.09515499999999999 0.11418000000000002 -0.082084999999999977 1.0000000180025095e-35 -0.0044799999999999987 0.090275000000000008 -0.086319999999999994 0.11976500000000002 -0.04689999999999999 -0.04689999999999999 -0.071469999999999992 0.083985000000000018 0.085730000000000015 -0.086279999999999982 -0.081109999999999988 -0.085329999999999975 -0.067104999999999984 -0.072114999999999985 0.092410000000000006 0.087205000000000019 -0.00058999999999999992 -0.075944999999999985 0.099930000000000005 -0.025879999999999997 0.032770000000000007 -0.015149999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 -6 -8 10 -4 12 -12 -14 15 16 26 18 -17 -19 21 -21 23 24 -22 -26 -15 28 -16 -29
right_child=2 -3 9 -5 5 -7 8 -9 -10 -11 11 -13 13 14 27 17 -18 19 -20 20 22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=9.9191140784090468e-08 -4.6093012461379995e-07 5.8578689637792765e-07 -1.6815591081353889e-07 -3.3142374482914813e-07 -1.5961959137071476e-07 -1.6091616189966703e-07 -2.5081882340384168e-08 4.6491681507976674e-08 2.0840893002048778e-07 9.8770007543340099e-08 1.3632976526878338e-07 1.752854297180983e-07 -1.6674966861852558e-07 -1.4629777335054919e-07 2.320159683932843e-08 -5.1158048298323895e-07 5.3290271013327671e-07 3.0325245254354223e-07 8.6830515782638107e-08 7.7153172044389689e-09 4.8051266181057778e-07 -4.9404022720842651e-07 3.5710433257918343e-07 -4.9195699426989103e-07 1.379436413391962e-07 -3.9103184603747025e-07 1.5904328637728421e-07 2.0296054287882725e-07 -4.6609019193510909e-07 -5.3527095327616082e-09
leaf_weight=38 22 26 20 21 33 26 21 33 21 37 25 21 22 30 40 24 21 35 26 23 26 21 25 21 42 23 31 45 20 2302
leaf_count=38 22 26 20 21 33 26 21 33 21 37 25 21 22 30 40 24 21 35 26 23 26 21 25 21 42 23 31 45 20 2302
internal_value=0 3.64048e-08 -2.75416e-09 -3.76052e-08 -1.73203e-09 -3.0352e-08 1.08006e-09 -5.6564e-08 9.16635e-08 7.4579e-10 -5.29938e-10 6.57635e-10 -6.51138e-10 -1.88431e-09 -5.67783e-10 2.8788e-08 1.43078e-07 -6.44419e-09 -2.00407e-07 3.84546e-08 -1.27495e-08 -2.31759e-07 5.75894e-08 -9.26667e-09 1.02123e-07 -4.92323e-08 8.87555e-09 -4.81199e-09 -1.39896e-07 -1.35863e-09
internal_weight=0 219 2902 193 172 134 108 66 42 2880 2843 2823 2802 2777 2755 348 82 266 50 216 181 44 137 112 91 65 61 2407 60 2347
internal_count=3121 219 2902 193 172 134 108 66 42 2880 2843 2823 2802 2777 2755 348 82 266 50 216 181 44 137 112 91 65 61 2407 60 2347
is_linear=0
shrinkage=0.1


Tree=9851
num_leaves=31
num_cat=0
split_feature=401 1210 12 1210 132 1185 15 1186 1209 402 0 15 1210 42 401 3 3 1210 133 402 131 482 483 131 133 159 131 480 159 13
split_gain=3.40389e-11 5.0818e-11 2.98593e-10 6.33396e-11 3.52963e-11 2.58957e-10 9.51652e-11 1.0629e-10 4.12791e-11 1.57631e-10 1.1194e-10 5.45571e-11 5.19584e-11 4.68946e-10 7.56343e-11 2.67797e-10 9.95913e-11 8.18861e-11 6.03234e-11 1.18712e-10 4.12189e-11 6.7944e-11 7.51885e-11 5.15902e-11 6.14515e-11 4.79126e-11 2.04731e-10 6.28021e-10 2.12413e-10 4.24057e-10
threshold=0.13837000000000002 -0.13847499999999999 0.092355000000000007 -0.090569999999999998 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.087485000000000021 -0.087759999999999991 -0.067624999999999977 0.085550000000000015 -0.064799999999999983 0.087505000000000013 -0.078179999999999986 -0.074479999999999977 -0.078084999999999988 -0.0095099999999999976 0.51114000000000004 -1.0000000180025095e-35 0.11863000000000001 0.12191 0.12325000000000001 0.11266000000000001 0.18829500000000002 -0.015149999999999999 0.09055500000000001 0.11303500000000001 -0.025879999999999997 -0.084319999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 7 -5 12 10 11 -10 13 -7 15 16 -14 -16 19 -19 21 22 23 24 25 26 27 28 -21 -30
right_child=-2 3 -4 4 5 8 -8 -9 9 -11 -12 -13 14 -15 17 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.0391198123105632e-07 -1.2689409643263346e-07 -1.6998057193714804e-07 3.5425841497271905e-07 9.5042810523483175e-09 3.5315677023174345e-07 1.1868945504447638e-07 -2.3574373138046669e-07 -2.2873499357869843e-07 -6.4990130681508161e-08 2.7561436365995351e-07 -2.060281747704028e-07 1.4315594367447457e-07 1.0014680265451967e-07 -4.8524392269655438e-07 -1.5916423691488959e-07 3.6745985835295873e-07 -1.6938271929671619e-07 1.8144704914864937e-07 -1.3492101722724989e-07 -7.5701816739406998e-09 -1.1998756511584831e-07 1.748812718073044e-07 -1.707905362571602e-07 1.4308772463778044e-07 -1.6052264063167361e-07 -6.1674632242852654e-09 -2.1020921774361768e-07 5.983111442020572e-07 5.4900057437277742e-07 -9.4397067584850455e-08
leaf_weight=33 21 22 25 173 21 36 22 21 20 26 21 34 29 20 33 25 26 36 33 299 29 22 26 25 24 1926 32 20 21 20
leaf_count=33 21 22 25 173 21 36 22 21 20 26 21 34 29 20 33 25 26 36 33 299 29 22 26 25 24 1926 32 20 21 20
internal_value=0 8.50922e-10 9.35753e-08 -9.16997e-10 3.14592e-10 3.31513e-09 -3.86368e-08 -1.62845e-08 6.7529e-10 6.34345e-08 -1.01212e-08 6.60648e-08 -1.68812e-09 -9.7001e-08 3.44443e-10 9.6085e-08 -2.72672e-08 -2.6639e-09 -6.08784e-10 1.17843e-09 -1.47691e-09 -5.38038e-11 -1.66207e-09 1.95703e-10 -1.32962e-09 3.18628e-10 3.21865e-08 5.37328e-08 2.16988e-08 2.35148e-07
internal_weight=0 3100 58 3042 3020 2804 216 194 2783 101 75 54 2682 56 2626 80 55 2546 2513 2480 2444 2415 2393 2367 2342 2318 392 360 340 41
internal_count=3121 3100 58 3042 3020 2804 216 194 2783 101 75 54 2682 56 2626 80 55 2546 2513 2480 2444 2415 2393 2367 2342 2318 392 360 340 41
is_linear=0
shrinkage=0.1


Tree=9852
num_leaves=31
num_cat=0
split_feature=1443 1446 0 484 42 1446 1447 159 1446 1446 480 1443 159 158 158 484 3 158 52 52 51 473 156 474 475 2 3 1429 1372 16
split_gain=3.16716e-11 4.10861e-11 1.48285e-10 1.27993e-10 1.0115e-10 6.26476e-11 1.91223e-10 2.35047e-10 1.60774e-10 1.41441e-10 1.33756e-10 6.06209e-11 6.14078e-11 5.77986e-11 1.092e-10 1.01627e-10 1.22318e-10 9.15096e-11 9.94593e-11 6.39505e-11 4.96798e-11 5.95956e-11 6.49044e-11 5.27705e-11 6.28993e-11 3.92347e-10 7.58054e-10 4.12493e-10 1.41021e-10 5.32128e-11
threshold=0.090755000000000016 0.091725000000000015 -0.082619999999999985 -0.065594999999999987 0.087075000000000014 0.085345000000000018 -0.086424999999999988 -0.023324999999999995 0.083715000000000026 0.057835000000000004 0.088120000000000018 1.0000000180025095e-35 0.16394500000000004 0.10544500000000002 0.10722000000000002 -0.065594999999999987 -0.072894999999999988 0.096590000000000023 0.12418000000000001 -0.07167999999999998 -0.43587999999999999 0.076475000000000001 -0.094124999999999986 -0.26322499999999993 -0.085734999999999992 0.087545000000000026 -0.087429999999999994 0.084105000000000027 -0.081219999999999987 0.63636000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 8 -7 10 9 11 -8 12 13 17 -15 19 -17 20 -19 -16 -1 22 -22 -24 25 26 -25 -27 -26 -30
right_child=-2 2 3 -5 -6 6 7 -9 -10 -11 -12 -13 -14 14 15 16 -18 18 -20 -21 21 -23 23 24 28 27 -28 -29 29 -31
leaf_value=1.5354059577194199e-07 -9.3259176006357503e-08 6.3311742574493713e-08 1.3306632382636962e-07 -1.7043990317147568e-07 3.678121862549233e-07 -2.8953667876881661e-07 3.4526946450341713e-07 -2.4453542240817941e-07 2.0320691957154991e-07 -2.537914338321653e-07 -2.0457232032811135e-08 1.7002147144142198e-07 -1.5654291928512976e-07 2.8220030458214755e-07 2.2624095095125087e-08 6.6059233502943131e-08 -2.2532253808549287e-07 -2.7705301431524278e-07 1.1090870274351207e-08 2.7550853928914873e-07 1.3978777522452494e-07 -1.728428832592499e-07 -1.5556640691598164e-07 3.0483767545774757e-07 -2.4450337718917583e-07 4.7488857040220596e-07 -4.8594095000419628e-07 -8.0825473312209151e-08 7.9131071308540166e-10 -1.3323408287154356e-07
leaf_weight=21 36 24 24 33 20 30 20 22 39 22 20 21 25 20 20 34 25 25 23 20 33 20 22 22 24 34 27 22 2363 30
leaf_count=21 36 24 24 33 20 30 20 22 39 22 20 21 25 20 20 34 25 25 23 20 33 20 22 22 24 34 27 22 2363 30
internal_value=0 1.08232e-09 6.38099e-08 -4.26478e-08 2.01721e-07 -1.04084e-09 -8.22786e-08 1.80075e-08 1.54349e-09 -1.21321e-09 1.62406e-07 7.49601e-10 -5.1542e-10 8.85186e-10 6.90723e-08 2.60162e-08 -5.74076e-08 -2.15843e-09 -1.38984e-07 1.49066e-07 3.50217e-10 -8.88519e-10 4.46012e-10 -1.36149e-09 -1.63212e-11 7.57531e-08 -1.30897e-07 2.56572e-07 -3.30792e-09 -8.88907e-10
internal_weight=0 3085 101 57 44 2984 92 62 2892 2853 40 2831 2810 2785 119 99 59 2666 48 40 2618 2597 2577 2544 2522 105 49 56 2417 2393
internal_count=3121 3085 101 57 44 2984 92 62 2892 2853 40 2831 2810 2785 119 99 59 2666 48 40 2618 2597 2577 2544 2522 105 49 56 2417 2393
is_linear=0
shrinkage=0.1


Tree=9853
num_leaves=31
num_cat=0
split_feature=1366 44 158 132 15 1185 50 50 52 131 16 159 52 52 133 133 3 484 3 133 16 42 42 1371 1374 150 160 484 13 13
split_gain=3.25141e-11 4.13834e-11 1.40368e-10 3.67321e-11 8.57853e-10 4.34733e-10 1.68197e-10 4.58272e-11 4.59382e-11 3.67284e-10 6.43056e-10 6.67533e-10 8.57183e-11 7.65583e-11 5.28329e-11 3.83944e-10 3.75805e-10 2.11257e-10 6.95159e-10 2.79065e-10 4.61017e-10 2.09216e-10 8.82373e-11 9.02669e-11 1.46218e-10 2.71288e-10 8.08507e-11 3.02431e-10 1.94422e-10 5.23013e-10
threshold=-0.087024999999999977 0.099360000000000018 -0.47356499999999996 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.09227500000000001 0.13612500000000002 0.4099850000000001 0.088610000000000008 -0.040964999999999994 -0.20761999999999997 0.4002400000000001 0.31359500000000001 0.089405000000000012 0.090665000000000009 -0.079724999999999976 0.086135000000000017 -0.082594999999999988 0.093255000000000018 -0.0087049999999999992 -0.23037499999999997 -0.16797499999999996 0.084775000000000017 0.086765000000000023 0.088985000000000009 -0.025879999999999997 -0.081614999999999979 -0.080759999999999985 -0.087074999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 -4 8 12 10 11 -10 13 14 21 16 -16 19 -19 20 -17 -7 -23 24 -24 -26 -21 -28 29 -29
right_child=1 -3 3 5 -6 7 -8 -9 9 -11 -12 -13 -14 -15 15 17 -18 18 -20 26 -22 22 23 -25 25 -27 27 28 -30 -31
leaf_value=1.159403161921091e-07 2.2728007591181439e-07 -1.1403508510809957e-07 2.4246241078377095e-09 -4.4758897834123506e-07 5.8897951151948297e-07 2.8390439913058195e-07 -2.7558746694467119e-07 9.659583854306433e-08 1.0354207991743655e-08 -3.2831252260498211e-07 -3.1803358164907109e-07 7.0469367642544965e-07 1.8422838377318842e-07 -1.8346470233649124e-07 -6.0330288456291532e-07 -6.1554193393931204e-07 -4.3680078931629393e-09 6.1591206347987374e-07 -2.0786466055966458e-07 1.3637393635690388e-07 5.5308789201479245e-08 -1.9108107167653544e-07 4.4227582194198317e-09 -1.7914583014981665e-07 -6.2794679642763647e-08 4.5805826260902909e-07 -3.1276172237888266e-07 -5.9054330048269324e-08 -1.6858054180477891e-08 5.9282635618274075e-07
leaf_weight=24 27 32 168 22 25 27 25 47 45 37 33 20 25 23 22 20 20 21 20 40 21 23 1886 26 20 20 31 32 319 20
leaf_count=24 27 32 168 22 25 27 25 47 45 37 33 20 25 23 22 20 20 21 20 40 21 23 1886 26 20 20 31 32 319 20
internal_value=0 -9.03765e-10 2.77377e-10 -1.74009e-09 3.7808e-08 -4.79735e-09 -3.35873e-08 -1.31579e-09 -2.98858e-09 -5.9873e-08 4.14766e-08 2.23997e-07 -5.30301e-11 -1.83112e-09 -2.04341e-10 -2.71804e-08 -3.18096e-07 -3.86275e-09 2.1407e-07 -2.23622e-08 -2.71935e-07 7.42226e-09 3.6425e-09 5.93689e-09 8.43541e-09 1.97632e-07 7.88265e-10 -1.27028e-08 1.23695e-08 1.91669e-07
internal_weight=0 3097 3065 3038 218 2820 193 2798 2751 135 98 65 2616 2591 2568 566 42 524 41 483 41 2002 1975 1952 1926 40 442 402 371 52
internal_count=3121 3097 3065 3038 218 2820 193 2798 2751 135 98 65 2616 2591 2568 566 42 524 41 483 41 2002 1975 1952 1926 40 442 402 371 52
is_linear=0
shrinkage=0.1


Tree=9854
num_leaves=31
num_cat=0
split_feature=393 44 46 1429 156 142 11 34 13 34 133 9 4 10 4 2 147 150 160 147 447 4 4 124 160 11 13 475 3 3
split_gain=3.40223e-11 3.39114e-11 1.53627e-10 5.87162e-11 8.41431e-11 4.0153e-11 6.02837e-11 5.386e-11 1.17342e-10 6.10899e-11 1.7317e-10 9.42137e-11 1.58907e-10 1.11863e-10 6.8538e-10 8.39761e-11 5.61327e-11 5.73612e-11 2.22807e-10 1.044e-10 6.10477e-11 5.33916e-11 9.64843e-11 9.20862e-11 1.07187e-10 6.31803e-11 1.58596e-10 9.99737e-11 4.30131e-11 2.15966e-10
threshold=0.11333500000000001 0.084760000000000016 0.10253500000000002 -0.23752499999999996 0.32523500000000005 -0.057499999999999989 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.086990000000000012 0.091600000000000015 0.50194500000000009 -0.0093599999999999985 0.053180000000000012 -0.055814999999999997 0.099730000000000027 0.12640500000000002 -0.073679999999999982 0.092070000000000013 0.088380000000000014 0.50996500000000011 0.50500500000000004 -0.010204999999999999 -0.077609999999999985 0.095720000000000013 0.095710000000000017 0.093020000000000005 -0.24190499999999995 -0.16726499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -7 8 -8 10 -9 13 -13 14 -11 -15 17 19 -19 20 21 22 25 -23 -25 27 -27 28 -17 -30
right_child=-2 2 -4 4 -6 6 7 9 -10 11 -12 12 -14 15 -16 16 -18 18 -20 -21 -22 23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-1.7321678640769279e-07 9.8028859513630908e-08 2.9395320510161583e-07 -6.8924528916016116e-08 1.3192915863607432e-07 2.0312478511641531e-07 -1.6858830759696794e-07 6.7181255420088012e-08 3.2706424959661446e-07 -2.5063673516110788e-07 -1.4641969690793694e-07 -5.2814711562884248e-08 -3.4524174489818163e-07 4.8614852734552016e-08 -1.8958452366509467e-07 5.4740871793986417e-07 -1.0672653953117849e-07 1.4176417669394445e-07 9.3559312229165073e-08 -3.289702402042849e-07 1.8129728902654427e-07 -1.4758296969795274e-07 6.0603033847217843e-08 1.8877579916702585e-07 -1.2608244678605471e-08 -3.1819391743681535e-07 -3.2506853585800855e-07 7.3172267427423775e-08 2.1296537278720447e-07 2.6273677340140561e-07 -2.9304889217995732e-09
leaf_weight=20 35 20 28 22 20 22 21 21 26 35 28 21 20 24 24 38 27 26 24 31 29 27 27 22 24 20 20 22 31 2366
leaf_count=20 35 20 28 22 20 22 21 21 26 35 28 21 20 24 24 38 27 26 24 31 29 27 27 22 24 20 20 22 31 2366
internal_value=0 -1.12206e-09 8.22745e-08 -2.43971e-09 -1.30799e-09 -2.67178e-09 -3.66682e-09 -2.43856e-09 -1.08633e-07 -7.21621e-10 1.09991e-07 -2.61977e-09 -1.53117e-07 -4.29361e-10 1.35816e-07 -3.34396e-09 -1.70907e-09 -3.14009e-09 -1.09255e-07 -1.1432e-09 -3.29692e-09 -1.68571e-09 7.52755e-10 -8.59966e-08 -1.72044e-07 -1.28033e-09 -1.25948e-07 7.4926e-10 -1.16809e-09 5.05341e-10
internal_weight=0 3086 48 3038 3018 2998 2976 2954 47 2907 49 2858 41 2817 59 2758 2734 2707 50 2657 2626 2597 2524 73 46 2497 40 2457 2435 2397
internal_count=3121 3086 48 3038 3018 2998 2976 2954 47 2907 49 2858 41 2817 59 2758 2734 2707 50 2657 2626 2597 2524 73 46 2497 40 2457 2435 2397
is_linear=0
shrinkage=0.1


Tree=9855
num_leaves=31
num_cat=0
split_feature=472 1429 1425 155 1428 475 154 1456 474 474 1429 1426 474 475 474 1375 2 1373 12 150 0 448 151 1374 150 448 2 150 151 97
split_gain=3.71833e-11 8.95065e-11 4.09769e-11 3.56978e-11 3.64917e-11 7.78261e-11 4.82843e-11 5.84505e-11 5.04174e-11 1.64796e-10 1.33427e-10 3.02192e-10 7.52586e-11 1.94401e-10 7.54975e-11 5.37703e-11 1.90708e-10 6.48011e-11 1.61984e-10 9.9406e-11 2.34343e-10 1.12877e-10 8.93594e-11 6.74107e-11 9.21618e-11 2.63345e-10 1.43594e-10 1.0616e-10 6.41786e-11 6.03987e-11
threshold=-0.38234499999999999 -0.23587499999999997 0.10034500000000002 0.13131500000000004 -0.020064999999999996 0.093020000000000005 0.084190000000000001 0.11510000000000002 0.090025000000000008 0.092750000000000013 -0.011139999999999999 -1.0000000180025095e-35 0.088290000000000021 -0.082239999999999994 0.086630000000000013 0.087820000000000023 0.089775000000000008 1.0000000180025095e-35 0.083815000000000014 0.12640500000000002 -0.11173999999999999 1.0000000180025095e-35 0.12866000000000002 -0.035729999999999991 0.099590000000000026 -0.068129999999999982 0.11682500000000001 0.090735000000000024 0.085465000000000013 -0.049229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 10 -10 11 -6 14 -14 15 17 -17 19 -19 21 -21 22 23 -12 27 -26 -27 28 29 -25
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 12 -13 13 -15 -16 16 -18 18 -20 20 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-1.2399332855276652e-07 1.9749625795631565e-07 -1.0676217101490693e-07 -1.2551956307159065e-07 1.0731773910822908e-07 -8.2362574005401262e-08 1.9242819577346469e-07 -1.4508938810966201e-07 1.2197445168992951e-07 -3.2458734931850587e-07 -1.715413084782239e-08 1.4362758890635607e-07 4.4797755914974659e-07 7.1406248025596142e-08 -3.5936614768417034e-07 1.5893023738537222e-07 9.3703069389313774e-08 -2.7561232923191931e-07 3.2018967642345946e-07 -7.746275068498676e-08 -4.0082352128933965e-07 7.2136083288528011e-08 2.0170255023036329e-07 -1.9223282527273492e-07 -1.2140658693222512e-07 1.5722934180928405e-07 -3.737484088067196e-07 -3.0065501661624697e-08 1.6903497229772838e-07 1.704894914214802e-07 1.0770156440229984e-09
leaf_weight=24 23 32 26 31 22 21 23 39 20 136 33 21 22 20 30 27 29 21 20 20 22 28 24 41 25 31 20 38 22 2230
leaf_count=24 23 32 26 31 22 21 23 39 20 136 33 21 22 20 30 27 29 21 20 20 22 28 24 41 25 31 20 38 22 2230
internal_value=0 9.59101e-10 -5.11411e-10 5.54932e-10 -5.42068e-10 5.9664e-10 -7.6249e-10 3.66214e-10 -1.26808e-09 -5.65686e-08 1.87354e-09 1.76641e-07 -9.06701e-10 -1.33723e-07 1.18962e-09 -6.09021e-10 -9.75495e-08 1.4992e-09 1.26213e-07 -5.18661e-10 -1.53083e-07 2.05264e-09 -2.16105e-10 1.67258e-09 -2.73621e-10 -1.08642e-07 -2.38971e-07 3.25962e-09 5.12361e-10 -1.13427e-09
internal_weight=0 3097 3074 3048 3017 2985 2964 2941 2902 156 2746 43 2703 42 2661 2631 56 2575 41 2534 42 2492 2464 2440 2407 76 51 2331 2293 2271
internal_count=3121 3097 3074 3048 3017 2985 2964 2941 2902 156 2746 43 2703 42 2661 2631 56 2575 41 2534 42 2492 2464 2440 2407 76 51 2331 2293 2271
is_linear=0
shrinkage=0.1


Tree=9856
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 394 390 1212 1212 1213 12 1212 1212 401 401 401 1209 1213 0 13 402 402 402 1210 393 402 0 1213 13 40 4
split_gain=3.2276e-11 2.66724e-10 1.29487e-10 9.26013e-11 3.42339e-11 9.07734e-11 3.89711e-11 1.97612e-10 8.44918e-11 7.77266e-11 7.12915e-11 8.76816e-11 5.73217e-11 8.34895e-11 1.07422e-10 6.16805e-11 6.54696e-11 4.43768e-10 2.02371e-10 6.9983e-11 8.99695e-11 6.43958e-11 9.30476e-11 6.35656e-11 6.46037e-11 9.98737e-11 7.02166e-11 6.07371e-11 3.62508e-10 2.10512e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.12099999999999998 0.090205000000000007 -0.09386499999999999 -0.088629999999999987 -0.15413999999999997 0.092255000000000018 -0.073259999999999978 -0.055019999999999993 0.11769000000000002 0.10711000000000001 0.094955000000000025 -0.084519999999999984 0.091280000000000014 -0.086729999999999988 -0.072819999999999982 0.11086000000000001 0.099740000000000009 -0.45015499999999992 0.12347000000000001 0.088255000000000014 0.088505000000000014 -0.083804999999999977 0.052820000000000013 0.24813000000000004 -0.24452499999999996 0.62931500000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 8 -8 9 -6 -9 -12 13 14 15 -13 19 -18 -19 20 21 -17 23 24 26 -26 27 28 -23 -30
right_child=1 4 -4 -5 5 -7 7 10 -10 -11 11 12 -14 -15 -16 16 17 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=1.4139638106833921e-08 3.5790651847513628e-07 9.4508868997422734e-08 -2.5113666498555177e-07 -2.0802534095309966e-07 1.0814997320519095e-07 -2.0817645943590639e-07 2.8849143731690677e-07 -1.5567540425183389e-07 -1.6285467980973561e-07 -1.2594696170624601e-07 2.1056069087421748e-07 -1.5420382514828537e-07 1.6904044926491225e-07 -1.758380052394757e-07 2.2095307362332308e-07 -1.3041252730935856e-07 4.2652050780134232e-07 -2.933637009297617e-07 6.3943218413433171e-08 -1.8894849098671785e-07 2.0018777707843004e-07 4.2541286227049113e-07 2.1392056119395874e-07 -1.2929192886682966e-07 2.4457924488977507e-07 -1.3034610316588122e-08 -1.5790493118425605e-07 -9.4332435546567031e-08 1.0376658723273746e-09 -2.9681207358578376e-07
leaf_weight=176 21 38 25 21 37 21 24 29 45 23 20 26 20 27 22 39 27 23 51 20 22 20 20 39 27 34 29 68 2103 24
leaf_count=176 21 38 25 21 37 21 24 29 45 23 20 26 20 27 22 39 27 23 51 20 22 20 20 39 27 34 29 68 2103 24
internal_value=0 2.81329e-09 -3.67494e-08 -9.54292e-09 2.22271e-10 -1.03931e-09 5.03748e-10 2.81642e-09 -5.92733e-08 1.84128e-08 2.67644e-10 1.96714e-09 3.8748e-10 -8.99456e-10 9.21416e-10 -9.60659e-10 6.04275e-10 7.95029e-08 -4.71116e-08 -2.65493e-09 -1.11849e-09 -2.96149e-09 -8.58875e-10 -2.69146e-09 -5.49417e-10 1.00991e-07 -3.30966e-09 -1.28561e-09 1.66138e-09 -2.32312e-09
internal_weight=0 2899 222 197 2878 2840 2819 2714 105 60 2690 2661 2641 2621 2594 2572 2546 101 74 2445 2425 2403 2364 2344 2305 61 2244 2215 2147 2127
internal_count=3121 2899 222 197 2878 2840 2819 2714 105 60 2690 2661 2641 2621 2594 2572 2546 101 74 2445 2425 2403 2364 2344 2305 61 2244 2215 2147 2127
is_linear=0
shrinkage=0.1


Tree=9857
num_leaves=31
num_cat=0
split_feature=12 42 390 12 50 132 1204 50 130 128 1210 13 132 13 13 42 3 50 16 50 0 2 50 133 50 13 157 133 133 0
split_gain=3.42075e-11 5.74308e-11 3.26938e-11 1.23199e-10 3.96532e-11 3.75382e-10 7.92554e-10 2.31943e-10 1.65763e-10 9.25303e-11 1.45692e-10 9.1833e-11 2.13152e-10 1.34356e-10 9.53385e-11 1.16236e-10 9.32706e-11 1.71931e-10 2.08413e-10 1.04453e-10 8.59395e-11 1.74337e-10 2.25262e-10 1.38181e-10 2.00507e-10 1.12908e-10 1.70511e-10 6.53994e-11 2.59376e-10 1.61681e-10
threshold=0.23631000000000002 0.18223500000000001 0.087590000000000015 0.088485000000000022 0.083090000000000011 -0.083284999999999984 -0.077669999999999989 0.087525000000000006 0.0084900000000000028 0.10551000000000001 -0.0074649999999999985 -0.082574999999999982 0.081160000000000024 -0.078279999999999975 -0.069964999999999986 0.11747 0.097915000000000016 0.115 -0.06421499999999998 0.10406000000000001 -0.075934999999999989 0.088475000000000012 0.11160500000000002 0.087575000000000014 0.096900000000000014 -0.088069999999999996 -0.077849999999999989 0.40945500000000007 0.41553500000000004 -0.070499999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 27 -6 -7 -8 9 10 -9 12 20 -13 -15 16 17 19 -19 -16 21 23 -23 24 -12 -26 -27 -1 -29 -30
right_child=-2 -3 3 -5 5 6 7 8 -10 -11 11 13 -14 14 15 -17 -18 18 -20 -21 -22 22 -24 -25 25 26 -28 28 29 -31
leaf_value=-1.089394151447548e-08 -1.2150860534941033e-07 1.6570843826002603e-07 -8.3404450161121232e-08 2.3078793301049946e-07 3.3932545879419455e-07 -6.0094268866080152e-07 3.5944207539273525e-07 -2.1482173089282243e-07 2.7476865944248384e-07 2.1080253816307963e-07 -2.2993010907157444e-07 2.2191627402590759e-07 -3.3580776656353095e-07 -1.9058704062047127e-07 -3.4319100727660088e-08 2.0262896023431104e-07 1.5037348449155733e-07 -4.1586316554416537e-07 3.0163507958036466e-08 2.3993567148344097e-07 -1.6564264219870643e-07 4.3791452654318162e-07 -4.8731828251725854e-09 -2.5848839181700591e-07 -6.4889047280303205e-08 5.7266406981528108e-09 4.1371061861639195e-07 3.8406481056627169e-07 9.1285776685860281e-08 -1.7930048506835141e-07
leaf_weight=2317 23 21 24 26 35 21 20 32 23 20 25 38 22 20 41 35 31 22 20 21 29 20 27 24 25 21 20 21 63 34
leaf_count=2317 23 21 24 26 35 21 20 32 23 20 25 38 22 20 41 35 31 22 20 21 29 20 27 24 25 21 20 21 63 34
internal_value=0 8.97517e-10 -2.27289e-10 7.99756e-08 -1.55208e-09 2.16604e-08 1.69941e-09 2.53104e-08 1.23596e-08 1.17342e-10 -8.79112e-09 6.15894e-09 -4.10536e-08 5.02654e-08 1.59352e-08 4.0232e-08 -1.87093e-09 -4.72515e-08 -2.0347e-07 5.85736e-08 -7.10288e-09 2.12777e-08 1.83547e-07 -4.50411e-08 1.12527e-08 1.0261e-07 2.04743e-07 -7.19553e-09 6.5425e-08 -3.55889e-09
internal_weight=0 3098 3077 50 3027 592 557 536 516 493 473 441 213 228 190 170 135 104 42 62 191 162 47 115 91 66 41 2435 118 97
internal_count=3121 3098 3077 50 3027 592 557 536 516 493 473 441 213 228 190 170 135 104 42 62 191 162 47 115 91 66 41 2435 118 97
is_linear=0
shrinkage=0.1


Tree=9858
num_leaves=31
num_cat=0
split_feature=130 121 9 10 9 41 41 2 16 13 12 1210 51 3 13 3 403 3 482 0 4 42 43 50 15 159 2 13 0 46
split_gain=3.66379e-11 8.02866e-11 5.56855e-11 8.2622e-11 6.78118e-11 5.63039e-11 1.24365e-10 4.34395e-11 4.29858e-11 3.91249e-11 2.81105e-10 8.01255e-10 4.37622e-10 1.89431e-10 1.74653e-10 3.28648e-10 1.04769e-10 1.50909e-10 8.85067e-11 1.04187e-10 1.83027e-10 3.89207e-10 1.53474e-10 1.47885e-10 9.61121e-11 1.83201e-10 1.35834e-10 1.22476e-10 8.28743e-11 5.31893e-11
threshold=-0.23647499999999996 -0.088279999999999983 0.092410000000000006 0.09216000000000002 0.088235000000000022 0.086565000000000017 0.091290000000000024 0.097070000000000004 -0.10850999999999998 -0.089109999999999981 0.088245000000000004 -0.077869999999999981 0.095820000000000016 -0.079594999999999985 -0.088319999999999996 -0.082039999999999988 0.097240000000000007 -0.06977499999999999 0.088100000000000012 -0.08824499999999999 -0.07533999999999999 0.085345000000000018 -0.081374999999999989 0.091320000000000012 -0.03241999999999999 0.096715000000000009 0.090935000000000016 -0.42195999999999995 -0.074479999999999977 0.084955000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 9 -7 -8 -9 10 11 -3 13 -12 15 -11 17 -15 19 20 21 -13 -22 28 25 26 -24 -28 -21 -16
right_child=1 2 3 -5 -6 6 7 8 -10 14 12 18 -14 16 29 -17 -18 -19 -20 23 22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.3491375554508523e-07 1.7935128926183098e-07 -6.930737612265148e-07 2.6152765940423707e-07 -8.6827736704246193e-10 -1.6973473317231463e-07 2.8366909984614807e-07 -9.1473300428263502e-08 -3.116024970495346e-08 1.7368684133262356e-07 4.505725403447514e-07 -1.6514927461358662e-07 -6.0092193820082685e-07 5.0041186121709618e-07 4.0248852670288218e-07 -3.7700438367839715e-09 -8.4518511914407923e-08 -7.0840972005664146e-08 4.283473994551709e-08 1.5342420712468909e-07 2.0052534771845162e-07 -2.8319060002895248e-07 1.5470953940166511e-08 -8.3137663832065883e-08 -1.9305581850443084e-07 -1.5403844246880146e-07 -2.1818820457042422e-07 2.335526801289234e-08 3.4282913588867816e-07 -9.7304669835110066e-09 1.2601989078930843e-07
leaf_weight=20 25 20 20 30 24 22 26 20 21 24 39 20 22 20 2377 22 22 28 22 38 23 21 22 23 31 20 20 30 37 32
leaf_count=20 25 20 20 30 24 22 26 20 21 24 39 20 22 20 2377 22 22 28 22 38 23 21 22 23 31 20 20 30 37 32
internal_value=0 8.69499e-10 -5.81101e-10 1.0409e-07 -2.31063e-09 -9.72131e-10 7.73779e-08 9.64049e-09 7.37614e-08 -3.36594e-09 -3.01977e-08 -7.97842e-08 9.35792e-08 1.14662e-08 1.63975e-09 1.94659e-07 1.09866e-07 1.9269e-07 -3.98305e-08 -5.47484e-08 -9.85184e-08 -2.85209e-07 -4.60917e-08 2.8772e-08 -1.75614e-09 4.95564e-08 1.2393e-07 2.1504e-07 9.67991e-08 -2.04598e-09
internal_weight=0 3101 3076 50 3026 3002 89 67 41 2913 458 327 131 109 2455 46 70 48 307 285 187 41 146 98 123 92 72 50 75 2409
internal_count=3121 3101 3076 50 3026 3002 89 67 41 2913 458 327 131 109 2455 46 70 48 307 285 187 41 146 98 123 92 72 50 75 2409
is_linear=0
shrinkage=0.1


Tree=9859
num_leaves=31
num_cat=0
split_feature=12 130 132 1185 15 1186 1 9 16 9 41 12 34 2 13 16 43 14 3 472 2 2 2 1428 3 0 151 48 457 48
split_gain=3.52769e-11 5.21261e-11 3.1711e-11 2.14934e-10 1.04624e-10 7.02448e-11 3.3186e-11 1.01887e-10 9.90419e-11 4.9574e-11 7.59744e-11 1.27794e-10 5.43708e-11 1.22771e-10 4.76755e-11 8.67764e-11 7.07673e-11 3.8488e-11 4.75467e-11 1.31717e-10 1.19222e-10 3.78979e-10 2.31085e-10 7.91347e-11 8.50199e-11 6.52139e-11 6.87061e-11 6.11267e-11 3.23374e-10 1.82423e-10
threshold=0.23631000000000002 -0.22562499999999999 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.13686500000000004 0.092890000000000014 -0.48836499999999994 0.088235000000000022 0.086565000000000017 0.08486500000000001 -0.08786999999999999 -0.080614999999999978 -0.085584999999999981 -0.11676499999999999 -0.063379999999999978 -0.46825999999999995 0.11658 -0.38234499999999999 0.11215000000000001 0.11510000000000002 0.10584500000000001 0.087445000000000009 -0.08323499999999999 -0.13455999999999999 -1.0000000180025095e-35 -0.074214999999999989 0.091945000000000013 -0.0046349999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 9 -8 10 12 -12 -5 -14 15 -10 -16 -15 19 -19 22 -22 -20 27 -25 26 -23 28 -21 -29
right_child=-2 2 3 6 -6 -7 8 -9 14 -11 11 -13 13 17 16 -17 -18 18 20 23 21 25 -24 24 -26 -27 -28 29 -30 -31
leaf_value=1.447201909527962e-07 -1.2339742473050533e-07 8.4155998735336769e-09 3.213127106012811e-07 1.5611695490297901e-07 -2.2937579004178589e-07 -1.8508135313021784e-07 -2.0168032675016436e-07 1.924920820453987e-07 2.1905183167157041e-07 -1.3667359631050694e-07 2.8553839092637647e-07 -1.8339320806057182e-08 -2.2687411903217955e-07 -1.3444514127600303e-07 -1.6182418307990206e-07 -4.4323848732315601e-08 5.0387328087708738e-08 -2.399175776230075e-07 -1.9501641746876926e-08 1.5356654825849105e-08 -3.8988986545973607e-07 6.1128852329212745e-08 4.4527214981826546e-07 2.7232198621360032e-07 5.2164516535395499e-09 -4.4956980665184738e-08 2.9728114685086254e-07 2.6458910505985283e-07 -4.3783879021930261e-07 -1.8667158764061999e-09
leaf_weight=25 23 176 21 22 25 21 32 28 22 26 25 31 24 21 33 29 30 23 23 74 20 28 20 22 26 21 22 26 20 2182
leaf_count=25 23 176 21 22 25 21 32 28 22 26 25 31 24 21 33 29 30 23 23 74 20 28 20 22 26 21 22 26 20 2182
internal_value=0 9.07242e-10 -2.6273e-10 2.57194e-09 -3.66665e-08 -1.2211e-08 2.06722e-10 2.73235e-09 -4.62233e-08 7.31869e-10 2.09025e-09 1.1732e-07 -4.16699e-10 -1.76613e-09 -2.58622e-09 6.92892e-08 -6.07711e-08 3.70974e-10 1.50027e-09 -1.77229e-09 5.94538e-08 -5.38572e-09 1.96672e-07 5.58498e-10 1.2764e-07 1.02925e-07 1.65036e-07 -2.09133e-09 -8.10679e-08 1.2709e-09
internal_weight=0 3098 3073 2851 222 197 2830 2684 146 2656 2630 56 2574 2552 114 51 63 2528 2507 2373 134 91 43 2350 48 71 50 2302 94 2208
internal_count=3121 3098 3073 2851 222 197 2830 2684 146 2656 2630 56 2574 2552 114 51 63 2528 2507 2373 134 91 43 2350 48 71 50 2302 94 2208
is_linear=0
shrinkage=0.1


Tree=9860
num_leaves=31
num_cat=0
split_feature=130 12 12 142 15 11 34 43 34 123 9 13 2 16 132 1186 1185 52 2 132 130 12 0 16 483 158 1456 153 14 3
split_gain=3.64454e-11 7.1808e-11 3.15319e-11 1.16295e-10 1.03374e-10 4.94801e-11 4.72093e-11 1.09167e-10 6.13479e-11 1.67951e-10 8.71386e-11 1.44186e-10 1.39399e-10 2.92702e-10 4.44625e-11 9.14754e-10 4.79094e-10 1.46611e-10 5.54253e-11 1.08805e-10 8.97646e-11 5.33499e-11 5.09203e-11 3.93417e-11 3.89599e-11 4.08799e-11 3.91927e-11 7.53168e-11 5.31942e-11 7.39253e-11
threshold=-0.23647499999999996 0.23631000000000002 0.12757000000000002 -0.057499999999999989 -0.071579999999999991 -0.014494999999999999 -0.085739999999999983 -0.074974999999999986 -0.057544999999999992 0.084475000000000008 0.091600000000000015 -0.0062949999999999994 -1.0000000180025095e-35 -0.056919999999999991 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.10347000000000002 0.089725000000000013 -0.41094499999999995 0.087380000000000013 0.087385000000000004 -0.086554999999999979 0.0028900000000000006 -0.47181499999999993 0.13374000000000003 0.11510000000000002 1.0000000180025095e-35 -0.31058999999999998 0.10299500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -5 7 -7 9 -8 12 -12 13 -10 15 17 -16 18 20 -20 21 -14 -23 -6 -18 26 27 28 29 -26
right_child=1 -3 4 5 23 6 8 -9 10 -11 11 -13 14 -15 16 -17 24 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.3455383200522421e-07 2.2508652302408538e-07 1.8089559258204315e-07 -2.519913140629017e-07 -1.5005647946834828e-07 -8.3252540895002656e-08 2.7080644644746797e-08 3.3638404326907791e-07 -2.7660837119469762e-07 -6.659193753459173e-08 -3.7726825989163148e-08 4.3483568550328756e-08 -3.3623429795071048e-07 1.0888364765227996e-07 4.3838895952577874e-07 -4.6875084739833092e-07 6.6903121776141192e-07 1.1721787162498135e-07 -2.8413500430701793e-07 2.4405363667767689e-07 -3.7615140668911806e-08 -2.3064580872755869e-07 3.3279732431563186e-08 -1.7167141657316941e-07 1.0416805995561162e-07 -1.7011751342461528e-07 -1.4033409307839542e-07 1.0485126555944849e-07 -1.8591726157782515e-07 2.3216510860856281e-09 5.7111350315608433e-08
leaf_weight=20 23 22 21 22 21 29 20 20 24 30 20 20 31 22 22 21 28 20 24 32 20 27 22 24 41 21 35 22 2395 22
leaf_count=20 23 22 21 22 21 29 20 20 24 30 20 20 31 22 22 21 28 20 24 32 20 27 22 24 41 21 35 22 2395 22
internal_value=0 8.72212e-10 -4.14087e-10 1.08368e-09 -6.87892e-08 -6.39423e-10 4.68115e-10 -9.68741e-08 2.10216e-09 1.11918e-07 1.8833e-10 -1.46375e-07 2.26063e-09 1.74921e-07 -5.93251e-10 4.52021e-08 -4.08192e-09 -2.9232e-08 3.44783e-09 8.31e-08 -4.11574e-08 6.21468e-09 -5.87392e-08 1.67051e-08 -9.48966e-11 -1.39015e-09 -2.2998e-10 -1.71298e-09 -6.42856e-11 -9.07678e-08
internal_weight=0 3101 3079 3013 66 2990 2968 49 2919 50 2869 40 2829 46 2783 197 2586 176 156 56 100 80 49 45 2564 2536 2515 2480 2458 63
internal_count=3121 3101 3079 3013 66 2990 2968 49 2919 50 2869 40 2829 46 2783 197 2586 176 156 56 100 80 49 45 2564 2536 2515 2480 2458 63
is_linear=0
shrinkage=0.1


Tree=9861
num_leaves=31
num_cat=0
split_feature=12 15 484 4 131 2 4 1374 2 150 15 1348 147 147 9 10 2 34 10 16 151 43 1374 43 43 43 51 12 150 1452
split_gain=3.78295e-11 5.03722e-11 8.08628e-11 4.13993e-11 7.6244e-11 8.71072e-11 4.91036e-11 4.92458e-11 2.27691e-10 5.95868e-11 3.13172e-10 6.0793e-11 4.91585e-11 5.53849e-11 4.64093e-11 1.43193e-10 6.71097e-11 4.52719e-11 5.12553e-11 9.1127e-10 4.06515e-11 1.96553e-10 1.14213e-10 5.78336e-11 2.53449e-10 1.77596e-10 4.67014e-10 5.74248e-10 1.3813e-10 1.29666e-10
threshold=0.23631000000000002 -0.5556049999999999 0.095680000000000015 0.51303500000000013 0.09172000000000001 0.11870500000000002 0.50822500000000004 0.092505000000000018 0.090935000000000016 0.12416000000000001 -0.026084999999999994 -0.047944999999999995 0.10245000000000001 0.091385000000000008 0.092890000000000014 0.053330000000000009 -0.090999999999999984 -0.085114999999999982 -0.011559999999999999 -0.056919999999999991 0.056735000000000001 -0.082144999999999982 -0.096434999999999979 -0.082389999999999977 -0.083269999999999997 -0.081374999999999989 -0.085734999999999992 0.085565000000000016 0.08882000000000001 0.088500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 7 9 -9 11 -11 -3 13 14 15 16 -13 -18 19 -19 22 -22 -20 24 28 26 -25 -28 29 -24
right_child=-2 3 -4 4 -6 -7 -8 8 -10 10 -12 12 -14 -15 -16 -17 17 18 20 -21 21 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-2.838362046407962e-08 -1.277757073867376e-07 -1.7423676354155762e-07 2.4274674553287862e-07 1.2570657133892383e-07 -2.3564217206924132e-07 -1.2900866830597321e-07 1.1421212581066549e-07 1.5400028839707148e-07 -2.9116839552098438e-07 3.2764733087584197e-07 -1.6069582654173094e-07 1.7153887792732271e-07 -1.2450706850036261e-07 1.4205250146963927e-07 1.3915178331084614e-07 -2.671110591023762e-07 1.428594245405696e-07 -4.1268320956078246e-07 -1.9519298092518513e-07 4.3799607368555377e-07 -9.7974232654058323e-08 2.4220132831130418e-07 -1.0291695853706863e-08 2.3957819387021575e-07 2.8481251332676851e-07 -1.8019478327927884e-09 -7.2776995124069711e-07 -3.0535381170095744e-08 1.9370400189827183e-07 2.4294544335221179e-07
leaf_weight=22 23 20 22 25 21 29 38 20 27 29 24 23 31 28 24 20 22 34 30 20 33 35 544 20 36 1813 21 27 39 21
leaf_count=22 23 20 22 25 21 29 38 20 27 29 24 23 31 28 24 20 22 34 30 20 33 35 544 20 36 1813 21 27 39 21
internal_value=0 9.47687e-10 1.07182e-07 -5.8286e-10 -7.3961e-08 -1.10849e-08 1.26452e-09 -1.94846e-10 -1.01735e-07 1.45421e-09 1.06511e-07 -5.05658e-10 7.26041e-10 2.11752e-09 6.98917e-10 -5.14694e-10 1.44702e-09 -4.60349e-12 -1.18044e-09 -9.76168e-08 8.0794e-10 7.71161e-08 -1.22615e-09 1.08207e-09 2.70482e-08 -7.75279e-09 -1.66413e-07 -3.35576e-07 1.16848e-08 -8.79342e-10
internal_weight=0 3098 44 3054 75 54 2979 2941 47 2894 53 2841 2821 2790 2762 2738 2718 2695 2673 54 2619 68 2551 2521 640 1881 68 48 604 565
internal_count=3121 3098 44 3054 75 54 2979 2941 47 2894 53 2841 2821 2790 2762 2738 2718 2695 2673 54 2619 68 2551 2521 640 1881 68 48 604 565
is_linear=0
shrinkage=0.1


Tree=9862
num_leaves=31
num_cat=0
split_feature=1348 448 151 447 151 48 448 48 148 9 8 9 34 33 2 2 376 1 15 131 131 1447 4 13 13 160 42 4 2 131
split_gain=3.47226e-11 7.30397e-11 5.69689e-11 5.10663e-11 3.88572e-11 3.58997e-11 8.11372e-11 5.92609e-11 1.62514e-10 7.19923e-11 9.79137e-11 7.92559e-11 5.42671e-11 1.11656e-10 4.46333e-11 4.44924e-11 4.25967e-11 9.14399e-11 1.30008e-10 4.09702e-11 1.85799e-10 1.87539e-10 4.77713e-10 1.56119e-10 3.17388e-10 8.48539e-11 1.79211e-10 3.59543e-10 7.86068e-11 1.31515e-10
threshold=0.095915000000000014 0.056825000000000007 -0.5666199999999999 0.091515000000000013 -0.5225749999999999 -0.11155999999999998 -0.08705499999999998 -0.032929999999999994 -0.080634999999999984 0.092890000000000014 0.092550000000000007 0.088235000000000022 -0.08786999999999999 1.0000000180025095e-35 0.089775000000000008 -0.045829999999999989 -0.098069999999999977 0.16540500000000002 -0.56020999999999987 0.090690000000000007 0.090150000000000022 0.059120000000000013 -0.0078799999999999981 -0.077944999999999987 -0.081434999999999994 -0.53908999999999996 0.089905000000000013 -0.081609999999999988 0.094565000000000024 0.11793000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 8 14 11 -11 12 -9 15 -8 -14 -17 18 -18 20 21 25 -23 24 -21 26 27 -20 29 -25
right_child=-2 -3 3 -5 5 6 7 9 -10 10 -12 -13 13 -15 -16 16 17 -19 19 23 -22 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=1.6785113615469527e-07 -1.251805351578448e-07 1.8675821367693181e-07 -1.2964941698387718e-07 -1.291682897244168e-07 -9.9859514222089266e-08 2.0274979039669461e-07 -8.4710693012571684e-08 1.5198460886859761e-07 -3.3058752304526709e-07 2.9305984696748058e-07 -6.530193985554434e-09 -1.8413169133578857e-07 1.4144898585755072e-07 -2.0140243143024003e-07 1.240251258849412e-07 -1.1877153112969798e-07 -2.4064875906953439e-07 2.1093095754276011e-07 -2.7760667936149734e-07 4.0046673475759222e-08 -2.8406259574516613e-07 5.6331135880327563e-07 -1.1957870207251766e-07 1.7877626044517193e-08 5.0412685126843825e-07 1.188071223510677e-09 -3.636352340663507e-07 2.5870879687772687e-07 1.1180448640857321e-07 -1.6561096645845581e-07
leaf_weight=20 22 21 23 31 35 20 21 24 20 20 24 23 23 27 20 29 22 21 25 56 23 20 21 157 20 2206 20 25 50 52
leaf_count=20 22 21 23 31 35 20 21 24 20 20 24 23 23 27 20 29 22 21 25 56 23 20 21 157 20 2206 20 25 50 52
internal_value=0 8.9504e-10 -3.73032e-10 -1.47326e-09 -1.6551e-10 8.25878e-10 2.01281e-09 6.51416e-10 -9.68881e-08 2.71163e-09 1.29647e-07 7.47794e-10 2.25514e-09 9.7037e-10 1.71117e-08 2.94296e-09 1.78328e-09 3.06955e-09 1.45105e-09 3.44215e-09 -1.24044e-09 1.56703e-09 2.13538e-07 3.61504e-08 1.62173e-07 -2.25144e-09 -1.10645e-07 -9.44894e-09 -8.29184e-10 -2.7775e-08
internal_weight=0 3099 3078 3058 3027 3004 2969 2949 61 2888 44 2844 2821 2797 41 2770 2747 2718 2697 2675 2340 2317 41 335 76 2276 70 50 259 209
internal_count=3121 3099 3078 3058 3027 3004 2969 2949 61 2888 44 2844 2821 2797 41 2770 2747 2718 2697 2675 2340 2317 41 335 76 2276 70 50 259 209
is_linear=0
shrinkage=0.1


Tree=9863
num_leaves=31
num_cat=0
split_feature=1208 12 42 50 132 1211 1204 50 133 50 50 50 1209 13 13 1429 133 1456 43 13 2 0 15 1447 0 13 13 1212 42 1210
split_gain=3.1431e-11 3.14729e-11 5.54427e-11 3.15623e-11 3.34086e-10 6.71187e-10 1.80032e-10 1.59992e-10 9.7387e-11 1.58886e-10 2.38739e-10 1.46223e-10 8.20502e-11 8.00163e-11 2.53536e-10 1.04817e-10 1.63288e-10 1.00704e-10 9.73886e-11 9.68741e-11 6.83379e-11 1.89906e-10 1.80405e-10 6.51415e-11 2.1897e-10 6.36912e-11 2.86225e-10 1.54896e-10 1.13512e-09 4.92968e-10
threshold=0.11531000000000001 0.23631000000000002 0.18223500000000001 0.083090000000000011 -0.083284999999999984 0.11048500000000001 -0.064464999999999981 0.087525000000000006 0.40945500000000007 0.091320000000000012 0.089465000000000017 0.094195000000000015 0.11155000000000002 -0.082574999999999982 -0.083764999999999992 0.084855000000000014 0.087575000000000014 0.083870000000000014 -0.083269999999999997 -0.078279999999999975 0.10402500000000002 -0.090644999999999989 -0.076244999999999993 -0.086219999999999977 -0.087414999999999979 -0.084319999999999992 -0.083894999999999983 -0.089544999999999986 0.087505000000000013 -0.089089999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -5 6 -6 -8 9 10 -9 -11 23 14 15 16 17 18 -13 -15 21 -21 -22 24 -1 27 -27 28 -25 -29
right_child=-2 -3 -4 4 5 -7 7 8 -10 11 -12 13 -14 19 -16 -17 -18 -19 -20 20 22 -23 -24 25 -26 26 -28 29 -30 -31
leaf_value=3.0799145812815607e-07 -1.0362055717380293e-07 -1.1556864243946464e-07 1.6377478209573751e-07 3.2118137322559703e-07 3.1680436918469198e-07 -4.4190978087943478e-07 2.8801170873835179e-07 -8.1947700350394287e-08 -1.7161412199976472e-07 -2.6112325646939406e-07 3.5197717496160408e-07 -1.857461495109629e-07 1.7247697314815014e-07 2.0704410094448835e-07 -3.7202207849418299e-07 1.8915951613962536e-07 -2.5073035687826092e-07 2.2637079837295461e-07 4.0048766456221886e-08 3.1523219039542029e-07 -2.3543294066163573e-07 -9.5802298834731424e-09 1.4431855487631848e-07 6.0093273165762185e-07 -7.6006451201558114e-08 3.244769318287042e-07 -3.7074990923548349e-09 -5.3676185444828657e-07 -3.8395997951180445e-07 -3.2015284107001785e-08
leaf_weight=27 29 23 21 35 21 32 21 21 29 21 32 26 26 35 20 26 27 20 72 24 29 72 22 25 33 27 1688 20 22 595
leaf_count=27 29 23 21 35 21 32 21 21 29 21 32 26 26 35 20 26 27 20 72 24 29 72 22 25 33 27 1688 20 22 595
internal_value=0 9.73572e-10 1.84697e-09 7.3133e-10 2.16114e-08 2.54782e-09 3.00047e-08 1.78864e-08 5.96907e-09 1.74901e-08 1.80045e-07 -4.37635e-09 -4.228e-09 1.00786e-08 -3.51334e-08 4.26874e-09 -2.88841e-08 2.18773e-08 -1.9856e-08 5.75263e-08 2.19269e-08 7.16229e-08 -7.16186e-08 -6.11324e-09 9.67926e-08 -8.71078e-09 1.45925e-09 -3.50576e-08 1.39919e-07 -4.84298e-08
internal_weight=0 3092 3069 3048 585 550 518 497 476 447 53 394 2463 373 191 171 145 118 98 182 147 96 51 2437 60 2377 1715 662 47 615
internal_count=3121 3092 3069 3048 585 550 518 497 476 447 53 394 2463 373 191 171 145 118 98 182 147 96 51 2437 60 2377 1715 662 47 615
is_linear=0
shrinkage=0.1


Tree=9864
num_leaves=31
num_cat=0
split_feature=132 1185 132 50 1186 391 128 16 1185 393 445 148 447 13 15 13 42 13 1 49 448 16 1 13 13 12 12 11 2 0
split_gain=4.01106e-11 2.27347e-10 9.60799e-11 7.04609e-11 3.2524e-11 5.36285e-11 5.84028e-11 1.32307e-10 1.05164e-10 4.80484e-11 4.23892e-11 4.6554e-11 4.46922e-11 4.57852e-11 2.1731e-10 3.27364e-10 1.78842e-10 7.6306e-11 1.22271e-10 5.24069e-11 4.31373e-11 6.7048e-11 1.28133e-10 5.65175e-11 2.25727e-10 1.87612e-10 1.99286e-10 1.94043e-10 1.94436e-10 1.06767e-10
threshold=-0.083174999999999985 -0.083264999999999992 -0.084644999999999984 0.09227500000000001 0.090275000000000008 -0.086319999999999994 0.10773500000000001 -0.080029999999999976 0.089300000000000004 0.09389500000000002 -0.048849999999999998 -0.10069499999999999 0.097325000000000009 0.24813000000000004 -0.56020999999999987 0.19762500000000002 -0.11466499999999999 0.11217000000000001 0.077565000000000009 0.41663000000000006 -0.083859999999999976 -0.54656499999999986 0.097115000000000021 0.061215000000000012 0.043850000000000007 0.090545000000000014 0.095110000000000014 0.090070000000000025 0.10644500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 8 -8 9 10 -7 -12 13 14 -13 17 -15 19 -19 20 -16 22 -22 24 -23 29 -27 28 -28 -25
right_child=1 4 -4 -5 -6 6 7 -9 -10 -11 11 12 -14 16 15 -17 -18 18 -20 -21 21 23 -24 25 -26 26 27 -29 -30 -31
leaf_value=4.2980806890458853e-09 3.3097020167902194e-07 -1.6364440682536952e-07 -2.3932475957363666e-07 -1.6939559644044864e-07 9.3893886645292771e-08 -1.4265788898964751e-07 2.8611872785997705e-07 -2.4427044627540296e-08 -2.2430995050810797e-07 1.2026338241226272e-07 1.1801385068369283e-07 2.6919802242749332e-07 -1.504179583378118e-07 4.1961107505609397e-08 1.189438939985033e-07 -3.8560224931478102e-07 -3.2166873795279662e-07 2.3233069663928877e-07 -6.8522191621799397e-08 1.4323133734706063e-07 2.0087326935969975e-08 -6.6874823323804397e-10 -3.1386307597358609e-07 -3.9751762929405411e-07 3.0768817609327926e-07 2.6462174105290617e-07 -1.1812209124554209e-08 1.5491458500755634e-07 -3.8356749930320197e-07 -8.5648981518676481e-08
leaf_weight=173 21 20 22 27 37 21 23 34 21 33 33 30 20 38 29 22 21 35 22 25 27 2189 20 21 24 24 34 28 24 23
leaf_count=173 21 20 22 27 37 21 23 34 21 33 33 30 20 38 29 22 21 35 22 25 27 2189 20 21 24 24 34 28 24 23
internal_value=0 3.13414e-09 -4.09696e-08 -1.91506e-08 7.42007e-10 -4.71165e-10 6.85682e-10 1.00881e-07 -1.38057e-09 3.26142e-10 -1.13435e-09 -2.91071e-11 -1.49576e-09 -3.65845e-10 1.62831e-09 -1.52328e-09 -8.74665e-08 1.82315e-09 1.16212e-07 -8.18729e-10 -2.29284e-09 -3.74929e-09 -1.22019e-07 -1.40088e-09 2.67538e-09 -5.99773e-08 9.82996e-09 -6.12747e-08 -1.65642e-07 -2.34495e-07
internal_weight=0 2899 222 200 2878 2841 2821 57 2764 2743 2710 2689 2656 2636 2577 2547 59 2525 57 2468 2443 2414 47 2367 2213 154 110 86 58 44
internal_count=3121 2899 222 200 2878 2841 2821 57 2764 2743 2710 2689 2656 2636 2577 2547 59 2525 57 2468 2443 2414 47 2367 2213 154 110 86 58 44
is_linear=0
shrinkage=0.1


Tree=9865
num_leaves=31
num_cat=0
split_feature=132 1185 1203 398 0 52 0 0 0 10 0 43 402 0 15 158 0 4 2 49 43 159 1 151 159 49 49 2 4 16
split_gain=3.24861e-11 1.84157e-10 8.66318e-11 3.02208e-11 4.1289e-11 7.22624e-11 1.34967e-10 2.97244e-11 6.93195e-10 4.92255e-10 1.60937e-10 2.03437e-10 1.32591e-10 9.9e-11 2.9075e-10 9.8726e-11 9.41908e-11 3.71864e-10 2.10147e-10 9.36642e-11 1.00367e-10 1.20236e-10 9.72066e-11 2.02555e-10 1.83649e-10 8.65786e-11 2.52581e-10 2.30016e-10 3.70625e-10 3.96013e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.10586000000000002 -0.098289999999999975 0.089575000000000016 -0.090809999999999988 -0.10224499999999999 -0.10096999999999999 -0.014199999999999999 -0.10836499999999999 -0.0051099999999999991 0.087880000000000014 -0.097024999999999986 -0.092489999999999989 0.107145 -0.094299999999999981 -0.0035949999999999997 0.086825000000000013 0.084620000000000015 0.084740000000000024 0.094385000000000011 0.10205500000000002 -0.11344499999999999 0.085035000000000013 -0.049784999999999989 -0.066019999999999981 0.11263500000000001 -0.0070899999999999991 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 9 -9 -3 12 -12 15 14 -10 19 17 -15 -19 20 21 25 24 -24 -21 26 -11 28 -27 -30
right_child=1 7 -4 -5 5 -7 -8 8 13 10 11 -13 -14 16 -16 -17 -18 18 -20 22 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=-1.4922586218564979e-07 2.978754439806965e-07 -4.8357201336557416e-07 -2.0130360860142512e-07 9.4478274309287141e-08 2.6886441474971433e-07 -1.2443508049605393e-07 -1.8921393946607686e-08 5.5197631268030194e-07 -4.0803225285502703e-07 -6.7157122065599745e-09 -4.2772886929686229e-08 3.8772183997885492e-07 -2.4653215673353658e-07 4.8032230552053076e-07 2.7420767291568672e-08 1.8779236685873002e-07 4.026457444232184e-10 -2.6726233846559245e-07 1.8010739779583674e-07 -2.0554306148470562e-07 -2.4225651279029201e-07 -1.9379514481586646e-07 -3.7089155131735218e-08 3.539683349655602e-07 1.9426037496828034e-07 -4.450735755859393e-08 -3.9277959237082886e-07 -1.3367764590081305e-07 1.0284025515347546e-07 6.667645771685216e-07
leaf_weight=24 21 22 28 23 20 39 88 23 23 111 21 23 24 20 46 25 2151 21 21 27 23 38 26 27 20 62 20 51 33 20
leaf_count=24 21 22 28 23 20 39 88 23 23 111 21 23 24 20 46 25 2151 21 21 27 23 38 26 27 20 62 20 51 33 20
internal_value=0 2.81883e-09 -3.68725e-08 -1.31401e-08 -2.76151e-08 -7.76029e-09 3.43723e-08 6.6588e-10 5.73291e-09 -1.97172e-08 -1.19667e-09 1.82258e-07 -1.71178e-08 2.27387e-10 -1.1773e-07 -5.71836e-09 3.90523e-09 1.25422e-07 -4.35775e-08 -1.62812e-08 -4.0182e-08 -2.63082e-08 6.92837e-08 1.62129e-07 -3.54139e-08 -4.8789e-09 -6.56568e-08 4.30844e-08 1.21474e-07 3.15642e-07
internal_weight=0 2899 222 194 171 147 108 2878 2305 573 551 44 507 2282 69 483 2213 62 42 458 358 335 100 53 47 297 131 166 115 53
internal_count=3121 2899 222 194 171 147 108 2878 2305 573 551 44 507 2282 69 483 2213 62 42 458 358 335 100 53 47 297 131 166 115 53
is_linear=0
shrinkage=0.1


Tree=9866
num_leaves=31
num_cat=0
split_feature=401 401 42 401 1212 401 401 16 52 52 52 12 43 42 52 13 16 482 393 13 13 13 131 481 13 13 0 13 12 15
split_gain=2.89385e-11 4.84591e-11 1.16459e-10 4.50385e-11 3.4714e-11 3.39851e-11 4.94105e-11 1.28143e-10 4.12581e-11 2.277e-10 1.45603e-10 5.23526e-10 1.55073e-10 1.54199e-10 1.27823e-10 1.22792e-10 1.22855e-10 1.37728e-10 1.10164e-10 1.03964e-10 2.79027e-10 2.10218e-10 1.97975e-10 4.29923e-10 3.82723e-10 1.79985e-10 1.61439e-10 2.18048e-10 1.76357e-10 1.28129e-10
threshold=0.13837000000000002 0.11769000000000002 0.089015000000000025 0.11336 0.13795000000000002 -0.47263499999999997 -0.13200999999999999 -0.066924999999999985 0.091275000000000009 0.090645000000000017 0.10347000000000002 0.10016000000000001 -0.24021999999999996 0.088795000000000013 0.095415000000000014 0.10591500000000001 0.062650000000000025 0.11191500000000001 0.11333500000000001 -0.083499999999999977 -0.084869999999999987 -0.081829999999999986 0.09055500000000001 -0.059779999999999993 -0.078704999999999983 -0.052719999999999996 -0.086409999999999987 -0.088464999999999988 0.083935000000000023 -0.11713499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -7 9 18 11 13 -12 14 -10 16 17 19 -8 20 26 -21 23 -23 -25 -26 27 29 -28 -14
right_child=-2 2 -4 -5 -6 6 8 -9 10 -11 12 -13 15 -15 -16 -17 -18 -19 -20 21 -22 22 -24 24 25 -27 28 -29 -30 -31
leaf_value=-1.2473717360835095e-07 -1.1699429207857022e-07 -5.9858979858299435e-08 2.3160303612712597e-07 -1.434511759157431e-07 1.0903206471319773e-07 -3.5028648876315554e-08 -5.6907405452628488e-10 2.8705057835460531e-07 -4.5255016765977641e-08 3.4052005034368452e-07 2.3565633448732534e-07 -5.6523879472727214e-07 1.4090308283208476e-07 -2.4129410625708104e-07 2.492815613293161e-07 -2.4582398944710865e-07 1.7617437273591871e-07 -2.6235158501399594e-07 2.2429933479047164e-07 2.9386017571044122e-07 -4.1642032247324326e-07 4.539567005291577e-07 -2.5618619745251601e-07 -4.0504274946587516e-07 2.5193680990298618e-07 -1.5215044462430734e-08 -9.5433787095089438e-09 3.1461691101242196e-07 -3.9834070577171586e-07 -1.2055007409413041e-07
leaf_weight=22 21 26 29 22 29 30 2242 21 41 20 26 22 29 23 23 22 35 22 22 28 20 22 26 22 32 119 28 24 20 53
leaf_count=22 21 26 29 22 29 30 2242 21 41 20 26 22 29 23 23 22 35 22 22 28 20 22 26 22 32 119 28 24 20 53
internal_value=0 7.91844e-10 9.3821e-08 -8.88485e-10 1.49021e-10 -9.05625e-10 1.10286e-11 9.75922e-08 -1.69272e-09 4.58368e-09 -2.41971e-08 -1.29422e-07 -2.47453e-09 -1.92155e-08 6.05941e-08 -1.4808e-08 -4.21977e-09 -1.84081e-08 1.61604e-09 -5.7207e-09 -6.50264e-08 3.57218e-08 3.01653e-09 3.75769e-08 -1.53731e-08 4.13999e-08 -1.93908e-08 4.95079e-08 -1.71542e-07 -2.80849e-08
internal_weight=0 3100 55 3045 3023 2994 2972 51 2921 2284 637 109 528 87 64 502 480 445 2264 423 174 249 221 195 173 151 154 106 48 82
internal_count=3121 3100 55 3045 3023 2994 2972 51 2921 2284 637 109 528 87 64 502 480 445 2264 423 174 249 221 195 173 151 154 106 48 82
is_linear=0
shrinkage=0.1


Tree=9867
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 132 1186 129 129 1186 16 52 16 130 13 3 1213 1212 1210 16 0 12 1213 2 1212 52 1 16 1210 1210 12
split_gain=3.01085e-11 8.60595e-10 5.29409e-10 1.80418e-10 3.55204e-11 3.63505e-11 6.27313e-11 4.50991e-11 3.58026e-11 3.50552e-11 4.62807e-11 1.31451e-10 3.83686e-11 5.54665e-11 3.31328e-11 3.04427e-11 4.57792e-10 3.99963e-10 1.62267e-10 4.43414e-10 2.99653e-10 2.11257e-10 7.68963e-11 6.77354e-11 8.47545e-11 6.47682e-11 4.59402e-11 3.98486e-11 9.93249e-11 1.81283e-10
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.037359999999999997 -0.091099999999999987 -0.08133 -1.0000000180025095e-35 -0.084639999999999979 -0.097644999999999996 0.084960000000000022 -0.08231999999999999 0.115025 -0.0082249999999999979 -0.063814999999999997 -0.085284999999999986 -0.089079999999999979 -0.094799999999999982 -0.092484999999999984 -0.086409999999999987 0.087005000000000013 -0.087529999999999983 0.083995000000000014 -0.063924999999999996 0.086965000000000015 0.087325000000000014 -0.080509999999999984 -0.13847499999999999 -0.079504999999999978 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 9 -4 -6 -7 -8 -9 -1 11 -11 13 -12 -13 17 -17 -10 20 -20 -19 22 25 24 -18 -21 -24 -25 29 -29
right_child=2 -3 4 -5 5 6 7 8 15 10 12 14 -14 -15 -16 16 23 18 19 21 -22 -23 26 27 -26 -27 -28 28 -30 -31
leaf_value=1.0987082532665227e-07 -4.9138773476897774e-07 6.1443665064485768e-07 1.0116018285901061e-07 -3.1676643796885173e-07 -1.25405234316729e-07 1.4714096622504979e-07 -1.4330880743913938e-07 1.246814140395837e-07 4.1162234333569361e-07 -2.9496393992189953e-07 -3.0895111062060701e-09 -6.3593966132202708e-08 -8.0387451732902893e-08 1.9012850955846263e-07 1.090892467914273e-07 -3.9873249336167271e-07 -5.9156336125928046e-09 -4.6650359784905511e-07 4.2818121729718927e-07 2.4323319962604729e-07 8.090230380730646e-08 -3.2209400806302505e-07 -1.5185874419541636e-07 9.8927819253847889e-08 2.6917288542855595e-07 1.0911252904374383e-08 2.4851876462104972e-08 3.7604389765040957e-08 -1.7357589028407898e-10 -3.6471354803103126e-07
leaf_weight=25 22 23 35 20 23 29 22 23 25 20 39 25 23 24 20 29 24 20 24 21 20 22 28 39 21 28 31 24 2371 21
leaf_count=25 22 23 35 20 23 29 22 23 25 20 39 25 23 24 20 29 24 20 24 21 20 22 28 39 21 28 31 24 2371 21
internal_value=0 3.57526e-08 -2.69956e-09 -3.21542e-08 1.03348e-09 -1.98311e-10 8.22157e-10 -6.97086e-10 4.35161e-10 1.88122e-10 -1.79713e-08 -8.16514e-08 3.01591e-08 7.05174e-08 1.31541e-08 -6.04745e-10 -3.70203e-09 3.51625e-08 -1.33504e-08 3.32601e-08 -1.92801e-07 -3.96484e-08 1.78868e-08 8.80325e-10 1.22459e-07 1.10478e-07 -5.90108e-08 -1.3482e-09 -2.9669e-09 -1.50144e-07
internal_weight=0 219 2902 196 2880 2845 2822 2793 2771 176 151 65 86 63 45 2748 2529 219 194 154 40 130 108 2500 45 49 59 2455 2416 45
internal_count=3121 219 2902 196 2880 2845 2822 2793 2771 176 151 65 86 63 45 2748 2529 219 194 154 40 130 108 2500 45 49 59 2455 2416 45
is_linear=0
shrinkage=0.1


Tree=9868
num_leaves=31
num_cat=0
split_feature=1211 43 1200 1203 132 1203 402 12 133 402 133 402 133 403 133 133 1209 2 1209 42 42 4 483 160 42 42 12 1212 402 2
split_gain=3.23001e-11 1.13183e-10 5.10266e-11 7.8001e-11 9.72945e-10 6.26271e-11 4.19494e-11 1.19681e-10 6.41564e-11 5.29123e-11 4.69913e-11 4.44287e-11 2.28336e-10 1.20568e-10 1.0154e-10 8.5398e-11 8.63086e-11 3.21725e-10 1.52931e-10 5.20175e-11 1.81977e-10 1.59251e-10 1.80255e-10 2.4261e-10 1.25086e-10 1.42372e-10 1.11725e-10 7.03851e-11 5.3878e-10 4.19078e-10
threshold=0.11301500000000002 0.05259500000000001 0.090100000000000013 0.088820000000000024 -0.083284999999999984 0.087520000000000014 -0.45015499999999992 0.096210000000000004 0.50628500000000021 -0.41103999999999991 0.41553500000000004 -0.12951499999999996 0.40431 -0.54856499999999986 0.31382500000000008 0.26753000000000005 -0.084629999999999997 0.084715000000000013 -0.065739999999999979 0.097640000000000018 0.099760000000000015 -0.064804999999999988 0.098395000000000024 -0.094954999999999984 0.096450000000000022 0.095885000000000012 0.093105000000000007 -0.089544999999999986 0.13775000000000001 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 -1 10 -10 11 -8 13 -13 15 16 17 -15 -18 24 -21 26 23 -23 25 27 -22 29 -29 -20
right_child=1 -3 -4 4 -6 -7 8 -9 9 -11 -12 12 -14 14 -16 -17 18 -19 19 20 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=6.1838531976214347e-08 2.2688509104724561e-07 -3.809723260417286e-08 1.353601221759854e-07 3.3792297185660424e-07 -5.3714488948933782e-07 1.7145839064726585e-07 -1.0850773719539575e-07 -2.6440609985911577e-07 2.2913217595611389e-07 9.8103494782332174e-09 -1.5124379412359955e-07 -1.9235981319594209e-07 3.012172154512882e-07 -1.3017510145374444e-07 2.1897788075518422e-07 -1.9798384197532539e-07 -2.7137971020438491e-07 3.8240840081016358e-07 -7.5273719050509649e-08 2.4725473762115343e-07 1.4841893156027137e-08 -3.8784867337242416e-07 2.3424275445387882e-07 -2.3181209710221229e-08 -2.0470938946551368e-07 2.3019177731133422e-07 3.2327051033102334e-07 -3.5780844127770295e-09 -5.2493654735030769e-07 4.4387547241651354e-07
leaf_weight=23 27 40 27 24 27 21 38 22 22 22 21 33 25 24 21 22 21 25 48 37 23 21 22 139 31 26 24 2222 20 23
leaf_count=23 27 40 27 24 27 21 38 22 22 22 21 33 25 24 21 22 21 25 48 37 23 21 22 139 31 26 24 2222 20 23
internal_value=0 6.86867e-08 -1.50356e-09 -2.72435e-09 -1.25348e-07 -6.22933e-10 -1.84585e-09 -9.76588e-08 -3.64202e-10 1.19471e-07 -2.20396e-09 -1.10385e-09 3.50143e-10 -2.35355e-09 -7.26468e-11 -1.75889e-09 -1.63561e-10 1.31347e-07 -2.58886e-09 -4.47508e-10 4.14835e-08 8.23662e-09 -3.4141e-08 -7.10438e-08 -5.15369e-09 -2.50887e-09 1.72337e-07 -5.12462e-09 -8.22892e-09 9.29014e-08
internal_weight=0 67 3054 3027 51 2976 2955 45 2910 44 2866 2845 2807 2782 2749 2728 2706 49 2657 2636 266 229 182 160 2370 2339 47 2313 2242 71
internal_count=3121 67 3054 3027 51 2976 2955 45 2910 44 2866 2845 2807 2782 2749 2728 2706 49 2657 2636 266 229 182 160 2370 2339 47 2313 2242 71
is_linear=0
shrinkage=0.1


Tree=9869
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1212 1213 1213 1210 12 1210 1212 16 1213 1212 52 129 401 401 16 401 4 48 48 1 16 16 120 13 39 15 11
split_gain=3.64868e-11 1.99139e-10 1.55957e-10 3.30495e-11 4.16434e-11 4.09861e-11 7.01706e-11 4.34481e-10 4.79788e-11 5.84714e-11 3.02334e-10 1.73089e-10 8.29919e-11 9.40831e-11 4.91923e-11 6.72964e-11 5.34673e-11 1.31779e-10 6.14722e-11 1.44632e-10 4.99248e-11 1.06508e-10 2.90269e-10 3.76272e-10 1.34419e-10 8.01179e-11 8.50074e-11 4.17791e-10 2.37453e-10 7.61401e-11
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.53159999999999996 -0.43370499999999995 -0.24064499999999997 -0.13847499999999999 0.092355000000000007 -0.090569999999999998 -0.089079999999999979 -0.092484999999999984 -0.088569999999999996 -0.063924999999999996 0.087555000000000008 -0.08133 0.09530000000000001 0.085900000000000018 -0.090764999999999985 0.076195000000000013 -0.031404999999999995 0.086035000000000014 0.089830000000000007 0.087865000000000013 -0.034884999999999992 -0.032969999999999992 0.086165000000000019 0.24813000000000004 0.11683000000000002 -0.018314999999999994 -0.011194999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 7 -7 -8 10 -10 -12 13 -11 -14 16 18 -18 20 -20 25 22 23 -22 -24 26 27 29 -28 -16
right_child=1 3 -4 4 5 6 8 -9 9 12 11 -13 14 -15 15 -17 17 -19 19 -21 21 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-7.2284435738294598e-09 3.0981766248790643e-07 -1.2734644883494183e-07 -2.5969250881782308e-07 1.0705169981944178e-07 -1.0153474394478043e-07 -1.1628477096792268e-07 -1.5108702667378437e-07 4.6909634688420607e-07 -3.9617872909564711e-07 7.5665879579061702e-09 2.66520603039074e-07 -1.1947982284910863e-07 1.3491268804673215e-07 2.921492411122104e-07 2.0260941866467876e-07 -1.4967025414591719e-07 2.8009724679162428e-07 -4.0428174794089569e-08 -3.1631375829732633e-07 5.1380506064284106e-08 -6.3134254332908315e-07 -6.4394933167565259e-09 2.3066259830427173e-07 -1.7932538156628655e-08 -1.2713302537698773e-07 -1.9115811591419174e-07 -3.8678841320916039e-07 4.5706411871801067e-07 4.9883481415580525e-08 6.4449701210271152e-09
leaf_weight=194 21 20 28 37 39 32 21 21 22 26 21 26 27 21 20 30 23 29 20 23 20 389 21 20 21 20 20 21 33 1855
leaf_count=194 21 20 28 37 39 32 21 21 22 26 21 26 27 21 20 30 23 29 20 23 20 389 21 20 21 20 20 21 33 1855
internal_value=0 2.9936e-09 -3.90708e-08 7.54784e-10 1.65122e-09 2.688e-10 1.69595e-09 1.15659e-07 -5.17322e-10 6.50316e-10 -9.02243e-08 5.29885e-08 3.02635e-09 1.34721e-07 6.38374e-10 -7.75039e-10 9.87034e-10 1.01343e-07 -1.11465e-09 -1.1964e-07 9.74113e-10 -2.82725e-08 -1.31846e-07 -3.24638e-07 5.17648e-08 7.97013e-09 1.00135e-08 1.35053e-08 -1.14898e-07 8.53739e-09
internal_weight=0 2899 222 2878 2858 2821 2782 53 2729 2708 69 47 2639 47 2592 2565 2535 52 2483 43 2440 471 82 40 42 1969 1949 1896 53 1875
internal_count=3121 2899 222 2878 2858 2821 2782 53 2729 2708 69 47 2639 47 2592 2565 2535 52 2483 43 2440 471 82 40 42 1969 1949 1896 53 1875
is_linear=0
shrinkage=0.1


Tree=9870
num_leaves=31
num_cat=0
split_feature=130 12 1206 1210 402 401 1211 403 1211 1200 1203 394 1208 1208 131 131 12 52 4 142 45 3 1456 160 153 97 34 34 9 11
split_gain=3.22775e-11 8.85094e-11 3.03315e-11 4.46698e-11 3.60765e-11 5.11653e-11 5.24849e-11 1.73411e-10 4.39832e-11 3.57162e-11 5.53869e-11 9.76764e-11 3.69571e-11 5.30186e-11 3.63124e-11 8.6859e-11 3.94815e-11 1.07543e-10 1.46753e-10 1.04077e-10 4.95893e-11 4.84896e-10 5.88199e-11 7.99609e-11 4.39276e-11 5.08876e-11 7.51035e-11 8.04615e-11 5.21652e-11 7.63707e-11
threshold=-0.23647499999999996 0.23631000000000002 1.0000000180025095e-35 0.24726500000000004 -0.47355499999999995 -0.46360499999999999 0.11301500000000002 0.022375000000000003 0.10406000000000001 0.090100000000000013 0.089745000000000019 0.12358500000000001 0.10480500000000002 0.086590000000000014 0.13567500000000002 0.11767000000000001 0.12757000000000002 -1.0000000180025095e-35 0.024790000000000003 -0.057499999999999989 0.083445000000000005 0.10299500000000002 0.11510000000000002 -0.046074999999999991 1.0000000180025095e-35 -0.085969999999999977 -0.08786999999999999 -0.081829999999999986 -0.036024999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 8 -8 9 10 11 12 13 14 15 16 19 -18 -19 -7 22 -22 24 -24 25 -21 -27 -28 -29 -30
right_child=1 -3 -4 -5 5 6 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 18 -20 20 21 -23 23 -25 -26 26 27 28 29 -31
leaf_value=-1.2663430666748355e-07 1.0470783988747457e-07 2.0067834272713921e-07 -1.2336369223930887e-07 1.3331118535120369e-07 -1.2223601251954669e-07 2.1522032873442433e-07 2.7684467428256399e-07 -1.0951392661289511e-07 -1.5009157181111734e-07 1.3188713396061758e-07 -1.2724036254090673e-07 2.1954336204998983e-07 -1.0435047443024815e-07 1.4402367000343476e-07 -1.1556309879828014e-07 1.4706769106691099e-07 1.0329422555817777e-07 4.3629848340225921e-09 -3.6991285249143859e-07 -1.4394863820399452e-07 -4.7818703919233485e-07 1.7145857992983548e-07 2.607508096730271e-07 -1.5521348537752352e-08 -1.3792982797392976e-07 1.4488763056874631e-07 -1.9754326036122837e-07 -1.3665426865015564e-07 1.9522765860813253e-07 -1.0055166559267272e-09
leaf_weight=20 32 22 20 25 35 22 26 21 20 20 35 20 35 25 28 39 21 22 20 25 20 27 20 22 24 35 21 28 20 2371
leaf_count=20 32 22 20 25 35 22 26 21 20 20 35 20 35 25 28 39 21 22 20 25 20 27 20 22 24 35 21 28 20 2371
internal_value=0 8.13052e-10 -6.15021e-10 1.87521e-10 -9.09411e-10 -2.03524e-09 -6.17305e-10 1.04216e-07 -2.3047e-09 -1.28548e-09 -2.21029e-09 -6.72131e-10 -2.23118e-09 -9.50112e-10 -2.26091e-09 -1.1018e-09 -3.24362e-09 -8.14777e-08 -1.73864e-07 -1.37313e-09 -3.19672e-09 -1.04986e-07 -1.3323e-09 1.16037e-07 -3.28535e-09 -1.99276e-09 -5.58864e-10 -2.64519e-09 -9.53223e-10 6.35915e-10
internal_weight=0 3101 3079 3059 3034 3002 2967 47 2920 2900 2880 2845 2825 2790 2765 2737 2698 63 42 2635 2613 47 2566 42 2524 2500 2475 2440 2419 2391
internal_count=3121 3101 3079 3059 3034 3002 2967 47 2920 2900 2880 2845 2825 2790 2765 2737 2698 63 42 2635 2613 47 2566 42 2524 2500 2475 2440 2419 2391
is_linear=0
shrinkage=0.1


Tree=9871
num_leaves=31
num_cat=0
split_feature=421 9 16 146 147 147 147 40 120 46 1428 12 156 1429 475 47 47 47 124 0 0 43 41 41 4 482 123 39 0 0
split_gain=3.02818e-11 5.73602e-11 8.50361e-10 4.08209e-11 4.51198e-11 5.76433e-11 3.957e-11 3.46151e-11 8.32062e-11 3.56027e-11 4.65172e-11 1.25126e-10 4.52487e-11 4.13405e-11 8.29871e-11 3.84088e-11 2.11319e-10 1.75842e-10 5.7053e-11 5.48561e-11 1.77863e-10 2.57581e-10 1.3049e-10 2.15754e-10 1.19117e-10 1.00914e-10 1.31227e-10 8.83743e-11 1.13593e-10 1.78884e-10
threshold=-1.0000000180025095e-35 0.089995000000000006 -0.056919999999999991 0.086030000000000009 0.099730000000000027 0.093875000000000014 0.090425000000000019 -0.24290999999999999 0.091385000000000008 0.084955000000000017 -0.020064999999999996 0.091715000000000005 -0.094124999999999986 0.12451000000000002 -0.47599999999999992 0.092165000000000011 0.09550500000000002 0.088915000000000008 0.10093000000000002 -0.097024999999999986 -0.093584999999999988 -0.081674999999999984 0.088520000000000015 0.076195000000000013 0.00063500000000000004 0.08673500000000002 0.086445000000000008 0.087470000000000006 -0.14794999999999997 -0.14116499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 -2 9 10 11 -9 -12 14 -14 17 -17 18 19 25 21 -21 23 -22 -23 26 27 28 -16 -30
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 12 -13 13 -15 15 16 -18 -19 -20 20 22 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.2265369498720701e-07 -1.3218236176726351e-07 -1.9297127933416738e-07 5.6357220555488161e-07 -1.3689001873858201e-07 1.3638849889474615e-07 -1.5897418304279121e-07 1.3060498766346585e-07 -2.8969160482006378e-07 1.9816186238585943e-07 9.0916792888775478e-08 1.0704236114565305e-07 4.8980375548050384e-08 -2.0687068385427668e-07 1.3371557772953482e-07 1.9139716001991371e-08 -3.5088594984244993e-07 -1.3326431463704413e-08 2.5532342954614216e-07 1.4327186603521924e-07 4.668891573800238e-07 -2.2216305490319787e-09 -1.4550844269933806e-07 -2.375712206205959e-07 2.7270753901512793e-07 1.954916846053883e-07 1.8130441595027543e-07 -2.4876791564334501e-07 1.3958458740736708e-07 -2.8280653929449236e-07 -4.7471242021946094e-08
leaf_weight=20 20 39 24 22 24 23 23 20 21 41 38 24 20 22 176 20 255 27 27 20 1816 20 23 29 21 21 29 29 39 188
leaf_count=20 20 39 24 22 24 23 23 20 21 41 38 24 20 22 176 20 255 27 27 20 1816 20 23 29 21 21 29 29 39 188
internal_value=0 7.90923e-10 9.52358e-08 -1.16761e-09 -1.77593e-10 -1.27304e-09 -5.1377e-11 -1.07144e-09 -1.75258e-10 -1.60902e-09 -2.93359e-09 -1.04961e-07 -1.34166e-09 -2.82211e-09 -3.91045e-09 -2.42899e-09 -3.78762e-08 1.52557e-09 -1.28515e-09 -2.904e-09 4.636e-09 1.72671e-07 -8.51232e-10 2.09975e-09 2.91502e-08 -3.30796e-08 -4.28455e-08 -2.9022e-08 -4.1155e-08 -8.79033e-08
internal_weight=0 3101 63 3038 3016 2992 2969 2946 2926 2905 2864 44 2820 2782 2760 2740 275 2465 2438 2411 1929 61 1868 1845 41 482 461 432 403 227
internal_count=3121 3101 63 3038 3016 2992 2969 2946 2926 2905 2864 44 2820 2782 2760 2740 275 2465 2438 2411 1929 61 1868 1845 41 482 461 432 403 227
is_linear=0
shrinkage=0.1


Tree=9872
num_leaves=31
num_cat=0
split_feature=1208 16 1374 1373 481 481 16 1446 1453 1452 133 484 484 2 15 15 50 124 42 16 3 1429 472 1447 159 403 474 2 456 52
split_gain=2.98744e-11 3.20147e-11 2.82029e-10 2.30073e-10 1.20054e-10 1.43621e-10 1.44449e-10 8.78304e-11 8.34972e-11 8.10921e-11 1.26717e-10 7.37675e-11 1.89782e-10 1.80057e-10 1.0187e-10 1.19021e-10 1.11214e-10 9.76007e-11 7.45726e-11 7.1602e-11 4.37309e-10 8.45003e-11 2.53419e-10 8.18078e-11 2.57464e-10 2.15544e-10 1.064e-10 2.13146e-10 7.35791e-11 1.891e-10
threshold=0.12461500000000002 -0.0094449999999999968 0.087855000000000016 1.0000000180025095e-35 -0.087424999999999989 -0.078354999999999994 -0.0087049999999999992 0.085400000000000018 -0.079219999999999985 0.082765000000000019 0.087720000000000006 -0.093244999999999981 -0.023814999999999996 0.094095000000000012 -0.092489999999999989 -0.10324499999999999 0.091130000000000017 -1.0000000180025095e-35 0.085225000000000009 -0.011989999999999999 -0.086224999999999982 0.083985000000000018 -0.065034999999999996 -0.086304999999999979 -0.092534999999999992 -0.55049499999999985 0.081755000000000008 0.084145000000000011 0.08790000000000002 -0.0015799999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 4 7 -6 -7 -3 -8 11 -11 13 -13 18 15 17 -16 -14 -10 21 -21 23 -23 24 -1 -25 28 -28 -27 -30
right_child=-2 2 -4 -5 5 6 8 -9 9 10 -12 12 14 -15 16 -17 -18 -19 -20 20 -22 22 -24 25 -26 26 27 -29 29 -31
leaf_value=6.8606351594066189e-08 -1.2183223716988322e-07 -3.3005337854774555e-07 -3.7581462790859364e-07 3.21960188676669e-07 2.0295050044971675e-07 -2.5463604253298892e-07 1.779107945409919e-07 -3.724076948618036e-08 -1.5266718131372382e-07 -3.0644185976005093e-07 2.5505108208997863e-08 -2.367486331817443e-07 1.6788347721785614e-07 3.3902784819940195e-07 4.1035485878854659e-09 -2.4905702652018368e-07 2.0100247764294941e-07 -8.4734472949321574e-08 1.1714218562275391e-07 4.4565776207150521e-07 -1.0856020894932175e-07 8.9301847175157985e-08 -3.6638574964280968e-07 2.7803688557999824e-07 -3.5156871012986815e-07 7.3473976508705685e-09 -6.8660694088738768e-08 3.4925289534944921e-07 -3.5522327522130583e-07 3.229178677135197e-08
leaf_weight=35 20 20 21 21 32 24 24 21 21 23 23 36 20 21 655 33 30 65 20 24 35 26 23 30 25 1690 23 26 20 34
leaf_count=35 20 20 21 21 32 24 24 21 21 23 23 36 20 21 655 33 30 65 20 24 35 26 23 30 25 1690 23 26 20 34
internal_value=0 7.79108e-10 -1.2829e-08 -5.82928e-09 -1.22746e-08 -5.57558e-09 -1.22819e-08 -1.80076e-07 -6.29173e-09 -1.096e-08 -1.40468e-07 -4.34804e-09 -1.21263e-08 1.0091e-07 -2.05611e-09 -8.78725e-08 1.27269e-08 -2.5295e-08 -2.10529e-08 8.36575e-09 1.16884e-07 5.05177e-09 -1.24592e-07 8.42541e-09 -1.06467e-07 1.22068e-08 7.75903e-09 1.53089e-07 3.67578e-09 -1.11232e-07
internal_weight=0 3101 1110 1089 1068 1027 995 41 971 947 46 901 839 62 803 118 685 85 41 1991 59 1932 49 1883 60 1823 1793 49 1744 54
internal_count=3121 3101 1110 1089 1068 1027 995 41 971 947 46 901 839 62 803 118 685 85 41 1991 59 1932 49 1883 60 1823 1793 49 1744 54
is_linear=0
shrinkage=0.1


Tree=9873
num_leaves=31
num_cat=0
split_feature=1366 44 158 1366 47 47 0 1 3 4 484 1 1 131 3 13 120 33 12 12 133 142 11 147 48 457 10 2 2 15
split_gain=2.94589e-11 4.82982e-11 1.02123e-10 3.66105e-11 4.62675e-11 3.56932e-10 3.37077e-10 8.85803e-10 1.37209e-10 7.96549e-11 6.4413e-11 1.37532e-10 5.95736e-11 4.89015e-11 7.65182e-11 5.21097e-11 4.85622e-11 5.69819e-11 5.63564e-11 7.59246e-11 1.12109e-10 1.06459e-10 1.49166e-10 6.61497e-11 5.57012e-11 1.4383e-10 5.67672e-11 9.15013e-11 1.66776e-10 9.13277e-11
threshold=-0.087024999999999977 0.099360000000000018 -0.47356499999999996 -0.082084999999999991 0.094160000000000008 0.090100000000000013 -0.10151999999999999 0.10060500000000001 -0.034684999999999994 0.41257000000000005 -0.078424999999999981 0.117245 0.090275000000000008 0.092855000000000007 -0.096099999999999977 -0.074044999999999986 0.09852000000000001 -0.012019999999999998 0.22926500000000002 0.12757000000000002 0.017095000000000003 -0.057499999999999989 -1.0000000180025095e-35 0.099730000000000027 0.12879500000000002 0.41022000000000008 -0.0093599999999999985 -0.045829999999999989 -0.22171999999999997 -0.26481999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 16 7 -6 10 -9 12 13 -8 14 -12 -16 17 -5 19 21 -21 -19 -23 24 25 26 29 28 -28 -24
right_child=1 -3 3 4 6 -7 8 9 -10 -11 11 -13 -14 -15 15 -17 -18 18 -20 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=1.1036166291944483e-07 1.9404241068922668e-07 -1.2307528848287675e-07 -1.3288120802220266e-07 1.5436247296681435e-07 7.9003066062455223e-07 -3.2162152008043319e-07 1.8062646347516423e-08 -9.8358857698599434e-08 -2.2116653184411918e-07 1.4899558271222107e-07 -1.4773493802522354e-07 2.1777091231714705e-07 -2.2601445728298586e-07 -1.4561422265456793e-07 1.7355589799033877e-07 -1.7701698722711561e-08 -1.5169521938267801e-07 2.2488932434801734e-07 1.6681443032240395e-07 -2.8582336014128786e-07 1.7264136431549561e-08 -2.6045696553854793e-07 -8.8860235544653615e-08 1.5974475302890858e-07 -1.5900451531597977e-07 2.3478676928115981e-07 1.1746444138518728e-08 -1.5352250014844827e-09 -3.5324141421034216e-07 1.460587790525501e-07
leaf_weight=24 27 32 21 24 20 35 20 30 31 23 20 33 20 23 29 28 21 21 20 23 26 22 23 26 22 26 31 2340 21 59
leaf_count=24 27 32 21 24 20 35 20 30 31 23 20 33 20 23 29 28 21 21 20 23 26 22 23 26 22 26 31 2340 21 59
internal_value=0 -8.57249e-10 4.18763e-10 -1.30205e-09 -3.86189e-10 -4.32364e-09 3.85619e-08 2.22969e-07 -2.7427e-08 8.98364e-09 7.28931e-09 4.07525e-08 -1.03976e-07 -1.76635e-08 2.05555e-08 7.96048e-08 -2.18119e-10 9.67059e-10 -4.16959e-10 -1.68386e-09 -1.25001e-07 6.48271e-10 -1.18405e-09 1.05457e-09 -5.8141e-10 8.12713e-10 -1.64619e-09 -4.45082e-09 -1.35652e-07 8.01669e-08
internal_weight=0 3097 3065 3038 3017 2740 277 73 204 53 173 133 40 100 77 57 2705 2684 2660 2640 49 2591 2570 2548 2522 2500 2474 2392 52 82
internal_count=3121 3097 3065 3038 3017 2740 277 73 204 53 173 133 40 100 77 57 2705 2684 2660 2640 49 2591 2570 2548 2522 2500 2474 2392 52 82
is_linear=0
shrinkage=0.1


Tree=9874
num_leaves=31
num_cat=0
split_feature=421 9 2 33 9 147 147 447 447 1348 132 50 1185 1203 1204 1212 132 52 1213 160 4 3 403 13 403 133 43 1210 403 1366
split_gain=3.4316e-11 6.02739e-11 9.25971e-11 7.37175e-11 7.83897e-11 4.66281e-11 3.90005e-11 5.67703e-11 5.05342e-11 6.76294e-11 3.29223e-11 9.43863e-10 4.93827e-10 1.66008e-10 3.73151e-11 1.25327e-10 1.54864e-10 4.48205e-11 3.8639e-11 3.25747e-10 2.59403e-10 1.88263e-10 1.94188e-10 1.93198e-10 1.48291e-10 3.55854e-10 1.26151e-10 7.66259e-11 8.68741e-11 4.79092e-11
threshold=-1.0000000180025095e-35 0.092890000000000014 -0.15339499999999998 -0.009184999999999997 0.085555000000000006 0.10361000000000002 0.095485000000000014 0.09227500000000001 0.089635000000000006 0.086620000000000016 -0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089165000000000008 -0.016569999999999994 0.087440000000000004 -0.0065149999999999991 0.084240000000000023 0.04198000000000001 -0.025879999999999997 -0.084134999999999988 -0.083654999999999993 -0.028309999999999998 -0.087074999999999986 -0.54631999999999992 0.40431 -0.0090299999999999981 -0.13847499999999999 -0.53255499999999989 -0.087024999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 9 10 11 13 -12 -5 15 16 17 -14 24 -20 -21 -22 23 -23 25 -16 -25 -26 -29 -30
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 12 -13 14 -15 18 -17 -18 -19 19 20 21 22 -24 26 27 -27 -28 28 29 -31
leaf_value=-1.3057051084786053e-07 -1.6236491832291986e-07 -1.2572754855000312e-08 2.761093588787844e-07 3.0656330172819578e-09 1.8455355977355637e-07 -1.3158840172561922e-07 1.2738157716777703e-07 -1.6444462939294421e-07 1.5897493085503814e-07 -1.7132398014659293e-07 -4.7397805179695179e-07 6.923369753053521e-07 1.388137274968163e-07 -2.9515038645080323e-07 -4.8517574668949237e-07 -9.6293901896693523e-08 3.7619504972497003e-07 -7.035930295273829e-08 3.9567612399678088e-07 -2.6145941811606122e-07 3.0932030767871768e-07 -3.3276428084150212e-07 2.2936199675987831e-07 1.6127003433517719e-07 1.5839050699166063e-07 7.3210854225180817e-08 -1.4207755551882865e-07 -2.0023047707954076e-07 1.4629811963893438e-07 -1.9874347110935325e-09
leaf_weight=20 28 25 20 168 23 27 24 21 20 23 22 20 21 21 21 32 20 20 23 32 24 22 27 29 30 25 26 22 22 2263
leaf_count=20 28 25 20 168 23 27 24 21 20 23 22 20 21 21 21 32 20 20 23 32 24 22 27 29 30 25 26 22 22 2263
internal_value=0 8.39853e-10 1.1573e-07 -8.51926e-10 6.41589e-10 -7.66056e-10 4.20043e-10 -6.11466e-10 5.61564e-10 -5.26067e-10 8.33225e-10 3.90603e-08 -2.14681e-09 -3.00695e-08 1.75702e-09 6.39828e-08 1.48062e-07 3.67781e-08 -4.98234e-10 4.37831e-08 -6.8015e-09 5.6863e-08 -1.3964e-09 -8.23117e-08 -3.89877e-09 -1.81705e-07 1.78694e-08 -3.98957e-10 -2.46384e-09 -5.5974e-10
internal_weight=0 3101 45 3056 3028 3005 2978 2954 2933 2913 2890 209 2681 189 2659 93 61 41 2566 183 160 128 104 77 2383 46 55 2337 2307 2285
internal_count=3121 3101 45 3056 3028 3005 2978 2954 2933 2913 2890 209 2681 189 2659 93 61 41 2566 183 160 128 104 77 2383 46 55 2337 2307 2285
is_linear=0
shrinkage=0.1


Tree=9875
num_leaves=31
num_cat=0
split_feature=401 1211 1211 1200 1203 132 1186 401 401 3 1210 402 402 42 4 1209 403 2 403 1213 1213 4 390 2 43 130 130 130 16 393
split_gain=3.1026e-11 5.27007e-11 7.59269e-11 3.44871e-11 4.1858e-11 8.61928e-10 5.63776e-11 3.43278e-11 5.18353e-11 1.06495e-10 5.03201e-11 3.46472e-11 8.17756e-11 1.26164e-10 1.12468e-10 6.30569e-11 9.29957e-11 4.84624e-10 1.07474e-10 5.10739e-11 4.7235e-11 1.26638e-10 4.72753e-11 4.63431e-11 6.30044e-11 4.41121e-11 1.07791e-10 7.29347e-11 7.80623e-11 6.46647e-11
threshold=-0.47313999999999995 0.12162000000000002 0.11301500000000002 0.090100000000000013 0.088730000000000017 -0.083284999999999984 -0.11456499999999999 0.13837000000000002 0.11769000000000002 -0.076514999999999986 -0.21410999999999997 -0.45015499999999992 -0.10770499999999998 0.10024000000000001 -0.03898999999999999 -0.084519999999999984 -0.5335399999999999 0.083935000000000023 -0.52336499999999997 0.085435000000000025 1.0000000180025095e-35 -0.077679999999999985 0.087590000000000015 0.087815000000000018 -0.0057949999999999989 0.10034000000000003 0.097445000000000018 0.10797500000000002 -0.072804999999999981 -0.088754999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 8 10 -10 -8 -12 13 -13 -15 -14 17 -17 -18 20 22 -22 25 24 -21 26 29 -27 -29 -20
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 11 12 15 14 -16 16 18 -19 19 23 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=1.2415136069421353e-07 1.5901528988913264e-07 -1.3497504607941883e-07 1.6150774650543162e-07 1.1144610720361083e-07 3.4513976333983011e-07 -4.4989499760580054e-07 -1.2175248124484434e-07 -1.3222900005160909e-07 -3.1730090542764785e-08 2.5304195313916956e-07 -1.0144800281399485e-07 -9.8806121438490044e-09 -1.3095180593693028e-07 3.9402861034432141e-07 5.8665574016458784e-08 -2.0986083598018016e-07 -2.2890090869103526e-07 4.7028316307065863e-07 -1.8243348492319456e-07 -3.8687725310087595e-08 2.828089205444312e-07 -4.7358210618033183e-08 1.1114950566664177e-07 1.7036581072481954e-08 -2.5450212817190735e-07 2.0687683989815642e-07 -2.3098292964667575e-07 1.1399406720410557e-07 -1.0038584144147287e-07 -1.8403634488454547e-09
leaf_weight=20 22 29 29 27 25 30 35 20 29 24 34 52 38 20 20 20 21 22 20 31 21 26 37 33 24 26 21 35 33 2297
leaf_count=20 22 29 29 27 25 30 35 20 29 24 34 52 38 20 20 20 21 22 20 31 21 26 37 33 24 26 21 35 33 2297
internal_value=0 -8.00887e-10 4.65731e-10 -1.06901e-09 -2.07627e-09 -8.85156e-08 -4.70681e-10 -1.66452e-09 -7.69936e-10 9.72233e-08 -2.58209e-09 -1.10877e-09 1.10937e-10 9.28271e-08 2.26347e-07 -3.04244e-09 -1.21996e-09 1.46405e-07 -3.58196e-09 -1.76487e-09 8.54307e-10 1.00163e-07 -1.03614e-09 -7.66496e-08 -1.32861e-07 -2.74291e-09 -5.44338e-09 6.4424e-08 9.95676e-09 -3.39922e-09
internal_weight=0 3101 3072 3043 3016 55 2961 2939 2919 53 2866 2831 2797 92 40 2705 2667 42 2625 2604 2516 47 2469 88 55 2432 2338 94 68 2317
internal_count=3121 3101 3072 3043 3016 55 2961 2939 2919 53 2866 2831 2797 92 40 2705 2667 42 2625 2604 2516 47 2469 88 55 2432 2338 94 68 2317
is_linear=0
shrinkage=0.1


Tree=9876
num_leaves=31
num_cat=0
split_feature=132 1185 1203 399 0 12 132 403 13 1186 34 34 97 9 16 2 4 13 131 131 480 160 1456 160 43 42 131 480 1446 1446
split_gain=3.58222e-11 2.04785e-10 1.28493e-10 3.43577e-11 4.15483e-11 5.28801e-11 8.27417e-11 3.54027e-11 3.4125e-11 3.42331e-11 3.08356e-11 3.48537e-11 1.57418e-10 9.45372e-11 2.62265e-10 7.78475e-11 4.6972e-10 6.58502e-11 3.68639e-11 1.45641e-10 1.6073e-10 1.18196e-10 8.1635e-11 7.11209e-11 1.97082e-10 3.54497e-10 7.70649e-11 9.49942e-11 1.13461e-10 8.9554e-11
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.11011000000000001 -0.098289999999999975 0.11527000000000001 -0.44750499999999993 -0.020569999999999995 -0.0087749999999999981 -0.0046349999999999994 -0.112215 -0.057544999999999992 -0.079444999999999988 0.091600000000000015 -0.39185999999999993 -1.0000000180025095e-35 0.053180000000000012 -0.013304999999999999 0.090690000000000007 0.090150000000000022 0.11303500000000001 -0.42113499999999993 -0.049894999999999995 -0.53908999999999996 -0.0084099999999999991 0.087550000000000017 0.089305000000000009 0.10252000000000001 0.111445 0.091725000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 8 9 -8 -3 12 17 15 -15 16 -13 -12 19 20 23 -20 -23 24 25 -17 27 28 29 -25
right_child=1 10 -4 -5 5 -7 7 -9 -10 -11 11 13 -14 14 -16 18 -18 -19 21 -21 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-1.4371438508931079e-07 3.1410602170061405e-07 -9.8503960864784475e-08 -2.3897314329295634e-07 1.1097392424679648e-07 -2.0846481861140507e-07 1.1940988233760664e-07 1.2288860347098309e-07 1.0615406788124697e-07 -1.1144165919555841e-07 -5.7879214407111338e-08 -1.682644159202374e-07 -1.3578238725133116e-07 2.7392362937916915e-07 6.2642732193243891e-08 -4.1513124969583266e-07 7.6857040847530907e-08 4.9873912473685781e-07 6.4252691492254538e-08 2.6100900302459367e-07 -2.5468174543596471e-07 2.0495737279850039e-07 1.8189905177821317e-07 -1.4587625058082468e-10 -6.2298985182768196e-09 1.534156378316506e-07 -4.5739439163601977e-07 1.9341959946572727e-07 2.0298426364397738e-07 -2.135067956415399e-07 1.4124011693962216e-07
leaf_weight=25 21 31 28 21 22 28 20 26 30 22 21 28 25 27 20 23 20 29 21 23 37 27 281 2107 21 27 20 22 26 42
leaf_count=25 21 31 28 21 22 28 20 26 30 22 21 28 25 27 20 23 20 29 21 23 37 27 281 2107 21 27 20 22 26 42
internal_value=0 2.96228e-09 -3.87172e-08 -9.81428e-09 -2.44764e-08 -4.33489e-09 -3.32087e-08 6.13454e-09 -2.99836e-08 2.82007e-08 6.91943e-10 1.77205e-09 6.90382e-08 -4.79189e-11 -1.40665e-07 2.37741e-09 1.28602e-07 -3.34045e-08 1.14144e-10 -4.2785e-09 -1.80139e-09 3.14634e-08 1.58126e-08 -5.14495e-09 -1.03665e-07 -2.11639e-07 -1.98983e-09 -3.7687e-09 -5.85999e-09 -3.34775e-09
internal_weight=0 2899 222 194 173 148 120 98 72 42 2878 2847 75 2772 47 2725 48 50 2677 2348 2325 329 308 2288 71 50 2217 2197 2175 2149
internal_count=3121 2899 222 194 173 148 120 98 72 42 2878 2847 75 2772 47 2725 48 50 2677 2348 2325 329 308 2288 71 50 2217 2197 2175 2149
is_linear=0
shrinkage=0.1


Tree=9877
num_leaves=31
num_cat=0
split_feature=50 16 50 46 52 2 159 481 15 15 4 1447 13 1447 403 1447 159 0 47 50 403 4 50 403 403 456 3 49 3 0
split_gain=3.23262e-11 6.55682e-11 5.8003e-11 4.7037e-11 4.21058e-11 2.11752e-10 7.26724e-10 5.53861e-10 2.52384e-10 1.95262e-10 9.46623e-11 8.4447e-11 1.54645e-10 9.59597e-11 2.06386e-10 1.39724e-10 6.38312e-11 6.28691e-11 5.80754e-11 5.31973e-11 2.05175e-10 3.62515e-10 1.90054e-10 9.06801e-11 3.50828e-10 8.90839e-11 1.48829e-10 3.48167e-10 3.34897e-10 9.10374e-11
threshold=0.14262000000000002 0.0057500000000000008 0.13612500000000002 0.10123000000000001 0.26746000000000009 0.089775000000000008 -0.10296999999999999 -0.00058999999999999992 0.11461000000000002 0.11657500000000001 0.0033150000000000007 -0.086849999999999997 -0.086919999999999983 -0.086279999999999982 -0.56738999999999995 -0.085644999999999985 -0.46267499999999995 -0.080869999999999984 0.13975500000000002 0.090630000000000016 -0.074254999999999988 -0.080584999999999976 0.089915000000000009 -0.54631999999999992 -0.5335399999999999 0.088285000000000016 -0.082689999999999986 -0.0087049999999999992 -0.089089999999999989 -0.075934999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 11 6 8 -7 16 10 17 12 -1 -13 -15 -16 -6 -9 19 22 21 -21 23 -17 -25 26 27 -22 -29 -28
right_child=1 -3 -4 -5 5 7 -8 9 -10 -11 -12 13 -14 14 15 18 -18 -19 -20 20 25 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=-6.4269400231372251e-08 -2.0627327240225154e-07 4.3902381676730327e-08 1.3728185833421716e-07 1.4549303234513324e-07 -7.2011907821416361e-09 5.0284330351308368e-07 -5.194791223824983e-07 2.5197875876353297e-07 2.6320134828704892e-07 -2.6463691985630554e-07 -9.5396749573652527e-08 -2.0385996260361227e-07 2.5232607754333002e-07 3.063040876130882e-07 -2.6456411717390443e-07 -1.8155823980744605e-07 -2.4160737295698624e-07 1.0081080994322769e-08 1.7050493482884122e-07 5.4069864292148938e-07 1.7947288570429097e-07 -8.9336550347850011e-09 -3.0485177526478378e-07 3.6475430271401333e-07 -4.6550486640419178e-09 1.9665503078245128e-07 9.8127621919211184e-08 -3.4003035267460293e-08 -6.1270632123466839e-07 -6.8414000700464874e-08
leaf_weight=27 22 20 31 22 26 22 35 22 29 30 31 23 36 22 20 28 21 21 20 21 21 28 21 26 2294 21 89 20 20 52
leaf_count=27 22 20 31 22 26 22 35 22 29 30 31 23 36 22 20 28 21 21 20 21 21 28 21 26 2294 21 89 20 20 52
internal_value=0 -8.7142e-08 1.18529e-09 -1.98893e-10 -1.25812e-09 -4.17238e-08 -1.42432e-07 4.69951e-08 3.12086e-08 -4.94343e-08 3.78099e-08 2.18052e-09 1.16642e-07 -4.64784e-10 1.26592e-09 -1.23719e-09 -1.11936e-07 1.33843e-07 7.41965e-10 -5.43631e-10 4.13414e-08 2.26623e-07 -5.35272e-09 -2.67406e-09 -5.15116e-10 6.2928e-10 -1.97496e-08 -1.5025e-07 -3.23355e-07 3.6708e-08
internal_weight=0 42 3079 3048 3026 237 111 126 76 104 74 2789 63 2726 2703 2681 47 43 2661 2641 272 49 2369 2348 2320 223 202 61 40 141
internal_count=3121 42 3079 3048 3026 237 111 126 76 104 74 2789 63 2726 2703 2681 47 43 2661 2641 272 49 2369 2348 2320 223 202 61 40 141
is_linear=0
shrinkage=0.1


Tree=9878
num_leaves=31
num_cat=0
split_feature=1445 480 481 2 481 481 1455 1455 133 43 1456 1456 4 158 159 1446 1456 1455 0 1455 1456 158 158 158 480 13 1456 481 157 13
split_gain=2.91771e-11 4.11506e-11 3.65547e-11 3.47855e-10 5.91836e-10 1.25558e-10 7.19077e-11 2.46399e-10 1.91231e-10 3.87676e-10 1.61303e-10 2.84786e-10 1.56614e-10 5.54227e-11 5.53984e-11 5.77066e-11 5.4781e-11 1.46921e-10 9.50602e-11 8.69759e-11 1.40835e-10 6.77942e-11 1.18825e-10 7.77484e-11 7.68968e-11 1.68152e-10 9.44405e-11 5.55933e-11 9.45971e-11 3.19556e-10
threshold=0.077020000000000019 -0.092774999999999982 -0.087424999999999989 0.084145000000000011 -0.13925499999999996 -0.085629999999999984 0.088115000000000013 0.090900000000000022 0.089405000000000012 -0.077824999999999991 -0.11085999999999999 -0.23785999999999999 -0.053309999999999989 -0.46413499999999996 -0.44792999999999994 -0.088809999999999986 -0.066614999999999994 -0.037084999999999993 -0.092089999999999991 0.0034400000000000008 0.11772000000000001 0.12794000000000003 0.11245500000000001 0.10584500000000001 0.10272000000000002 -0.051094999999999995 0.091295000000000001 -0.081334999999999977 -0.087424999999999989 -0.085744999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 10 -8 9 -9 11 -7 -11 -12 -15 -16 18 -18 -17 20 21 22 23 24 26 -26 27 -19 29 -29
right_child=-2 2 5 4 -6 6 7 8 -10 12 13 -13 -14 14 15 16 17 19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=1.4397412503086571e-07 -9.3532048035258152e-08 -3.3642764756105582e-07 1.9875718280104595e-07 -2.5466581194320627e-07 5.0542951228749195e-07 -6.6839470491686365e-09 -3.6951068174719541e-07 3.4562312549724085e-07 -1.9643420788452806e-07 6.9530167138509565e-08 -1.6644268399090834e-07 4.2356137714705258e-07 -2.9204836930257048e-07 1.6645317170826957e-07 -1.6982524414288491e-07 6.5097599133423498e-08 2.3494030487982956e-07 1.6064511972520754e-07 -1.8785072923285439e-07 1.6975501755685704e-07 -2.5941349518023219e-07 1.7954999136582912e-07 -2.4365106465751296e-07 1.5354597571855044e-07 3.2397763476410547e-07 -7.6658161916043367e-08 -2.049486283640511e-07 -4.541274262237494e-07 1.8058912590667702e-09 -1.6615038385389829e-08
leaf_weight=20 33 29 32 21 20 40 23 32 38 25 20 25 23 20 20 24 27 21 39 30 21 21 20 33 22 20 23 20 2278 101
leaf_count=20 33 29 32 21 20 40 23 32 38 25 20 25 23 20 20 24 27 21 39 30 21 21 20 33 22 20 23 20 2278 101
internal_value=0 9.98519e-10 6.64751e-11 -7.13685e-08 1.16112e-07 1.7344e-09 -3.91265e-10 -7.00863e-08 -1.17239e-08 7.60135e-08 3.08732e-09 1.58795e-07 -1.03726e-07 -5.79711e-10 6.30967e-10 -5.88314e-10 6.65293e-10 2.86694e-09 -9.14895e-08 4.66184e-10 -1.50229e-09 6.14214e-10 -8.66343e-10 1.06205e-09 -9.62887e-10 1.33199e-07 -3.26939e-09 -1.3526e-09 -2.77067e-09 -8.89311e-08
internal_weight=0 3088 3068 70 41 2998 2966 141 118 80 2825 65 48 2760 2740 2720 2700 2637 63 2610 2580 2559 2538 2518 2485 42 2443 2420 2399 121
internal_count=3121 3088 3068 70 41 2998 2966 141 118 80 2825 65 48 2760 2740 2720 2700 2637 63 2610 2580 2559 2538 2518 2485 42 2443 2420 2399 121
is_linear=0
shrinkage=0.1


Tree=9879
num_leaves=31
num_cat=0
split_feature=1212 401 1210 1210 132 132 1203 1209 50 1210 403 1209 403 1209 1210 2 403 403 52 403 131 483 482 15 482 0 1 482 16 482
split_gain=3.06124e-11 5.71054e-11 3.81905e-11 1.44812e-10 3.26989e-11 1.63273e-10 1.02736e-10 3.35819e-11 1.22272e-10 3.06181e-10 4.34248e-11 1.22417e-10 6.7131e-11 8.57454e-11 4.79396e-11 3.5638e-10 4.05261e-11 5.80937e-11 1.49844e-10 4.52055e-11 3.56491e-11 5.92557e-11 1.61399e-10 8.22987e-11 4.97212e-11 3.35057e-10 2.20788e-10 1.96918e-10 2.5675e-10 1.30007e-10
threshold=-0.53159999999999996 0.13729500000000003 -0.40154499999999999 -0.14310999999999999 -0.083174999999999985 -0.050879999999999988 0.088820000000000024 0.088775000000000007 0.089390000000000011 -0.0061249999999999994 -0.55276999999999987 -0.087714999999999987 -0.52800499999999995 -0.069599999999999981 -0.064799999999999983 0.084885000000000002 -0.44023999999999991 -0.34918499999999997 0.060015000000000006 -0.22642499999999996 0.11863000000000001 0.12325000000000001 0.11524000000000002 -0.073184999999999986 0.098465000000000011 -0.077809999999999976 0.16540500000000002 0.089745000000000005 -0.0073349999999999986 0.087870000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5 10 9 -9 -7 -12 -13 -14 15 -15 -16 18 -18 -19 21 22 24 -23 26 -26 27 29 -29 -21
right_child=1 -3 3 4 5 7 -8 8 -10 -11 11 12 13 14 16 -17 17 19 -20 20 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.2332075300491854e-07 1.1803120285262762e-07 1.5778089562608646e-07 -2.6311871890595197e-07 -1.0491392892976016e-08 2.4799340894577217e-07 -1.1885991953829122e-07 -2.1581139780632191e-07 3.1275730411660056e-07 -1.6159430934692412e-07 -8.6093241167729599e-08 2.0104466652052604e-07 -1.5897808407001119e-07 2.0076916078843559e-07 1.8880110677817659e-07 -1.0548702875152256e-07 -3.3214178535186439e-07 -4.217457414083752e-08 -1.4682762945366926e-07 3.1896194958136447e-07 2.0291794867270885e-09 -1.0780717033753719e-07 2.4630367363442929e-08 2.5170572519947692e-07 -2.6224708214783733e-07 1.1865777370323079e-07 -4.1338081995689896e-07 3.1857017820481239e-07 -4.7386090596290847e-07 1.1272022367355324e-08 2.5203141953105453e-07
leaf_weight=20 27 23 21 188 27 31 28 39 20 38 30 27 21 24 36 29 27 21 20 2192 30 20 26 20 29 20 22 20 24 21
leaf_count=20 27 23 21 188 27 31 28 39 20 38 30 27 21 24 36 29 27 21 20 2192 30 20 26 20 29 20 22 20 24 21
internal_value=0 7.9588e-10 -3.77172e-10 -1.42503e-09 3.88685e-10 3.26681e-09 -3.71069e-08 8.95943e-10 5.87021e-08 1.15922e-07 -1.18852e-09 1.83357e-10 -2.10871e-09 -4.80933e-10 -2.11838e-09 -9.62431e-08 -1.45037e-10 1.37676e-09 1.11501e-07 -7.40142e-10 5.25468e-10 1.88302e-09 3.93385e-09 -1.18808e-07 1.16664e-09 -9.85008e-08 3.30955e-09 2.36567e-10 -2.09243e-07 4.40155e-09
internal_weight=0 3101 3078 3051 3030 2814 216 2787 97 77 2690 2659 2629 2602 2581 53 2528 2492 47 2445 2424 2394 2354 40 2328 49 2279 2257 44 2213
internal_count=3121 3101 3078 3051 3030 2814 216 2787 97 77 2690 2659 2629 2602 2581 53 2528 2492 47 2445 2424 2394 2354 40 2328 49 2279 2257 44 2213
is_linear=0
shrinkage=0.1


Tree=9880
num_leaves=31
num_cat=0
split_feature=132 15 394 50 52 0 13 15 3 1455 43 1455 47 0 1 0 47 15 0 1 34 131 484 16 3 3 1366 483 483 2
split_gain=3.24861e-11 8.07656e-10 4.9063e-10 1.67439e-10 5.38881e-11 5.05414e-11 6.2816e-11 4.14126e-11 8.11089e-11 3.00465e-11 1.34157e-10 9.80138e-11 3.01115e-11 3.42578e-10 1.53117e-09 4.75974e-10 1.43929e-10 1.43294e-10 9.1144e-11 8.82149e-11 4.33256e-11 4.28174e-11 1.1035e-10 6.07976e-11 5.99802e-11 4.8697e-11 4.22825e-11 4.26503e-11 2.16591e-10 1.91178e-10
threshold=-0.083284999999999984 0.091915000000000011 0.12358500000000001 0.09227500000000001 0.090645000000000017 -0.082084999999999977 -0.0018299999999999998 -0.10469999999999999 -0.084964999999999985 -0.097209999999999977 -0.067899999999999974 -0.089344999999999994 0.092165000000000011 -0.10224499999999999 0.099400000000000002 -0.095504999999999993 0.090100000000000013 -0.18895499999999996 -0.091354999999999978 0.11414000000000001 -0.112215 0.096490000000000006 -0.077099999999999988 0.40737000000000007 -0.096099999999999977 -0.075359999999999996 -0.082814999999999986 0.10143000000000001 0.096720000000000014 0.11682500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 6 7 -1 -9 10 -2 -11 16 14 -14 -15 20 -16 -17 -19 -13 22 -20 24 -24 -26 -22 28 -28 -29
right_child=2 -3 -4 -5 -6 -7 -8 8 -10 11 -12 12 13 15 17 18 -18 19 21 -21 26 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=1.0023583776330725e-07 5.2675348556292467e-08 5.603569474415666e-07 -4.9638633203841209e-07 -2.7480077181962772e-07 1.3803693170189035e-07 8.333487284874407e-08 -2.1491483146007795e-07 3.6969609109710775e-08 -1.8733356940612924e-07 1.9926026419625489e-07 -2.4719409935869407e-07 -1.2661205700280875e-07 -9.6491126441833333e-07 4.7903758748837142e-07 2.4762465473248173e-07 -1.8587985091646541e-07 2.6470242690244224e-07 -2.1901822476268408e-07 2.2492226965034399e-07 5.6546470835664527e-08 1.38107654101344e-07 -8.9060402541640837e-08 -1.108557776645243e-07 -1.527782272086659e-07 1.9368528505481209e-07 1.6603653369367583e-08 1.6341080447124236e-09 9.9807853801523285e-09 3.2424632188110538e-07 -3.3847813774912082e-07
leaf_weight=22 37 26 20 25 25 35 20 38 28 25 25 26 20 22 21 26 21 21 26 26 23 32 22 22 24 44 2304 74 21 20
leaf_count=22 37 26 20 25 25 35 20 38 28 25 25 26 20 22 21 26 21 21 26 26 23 32 22 22 24 44 2304 74 21 20
internal_value=0 3.71384e-08 -2.80318e-09 -3.3347e-08 2.58358e-09 -2.10971e-08 -5.49408e-08 -1.8583e-08 -5.81893e-08 6.22104e-10 -6.82398e-08 2.13609e-09 3.72902e-10 -2.92295e-08 -1.95765e-07 3.79957e-08 4.01225e-09 3.0455e-08 -1.1509e-08 -6.65782e-08 1.79406e-09 1.51594e-08 3.93264e-08 -3.7584e-09 3.26687e-08 7.91031e-08 3.1612e-09 1.87812e-09 4.54802e-09 -6.41594e-08
internal_weight=0 219 2902 193 168 143 108 88 66 2882 62 2820 2795 306 88 218 2489 68 196 47 2468 170 138 112 90 68 2442 2419 2325 94
internal_count=3121 219 2902 193 168 143 108 88 66 2882 62 2820 2795 306 88 218 2489 68 196 47 2468 170 138 112 90 68 2442 2419 2325 94
is_linear=0
shrinkage=0.1


Tree=9881
num_leaves=31
num_cat=0
split_feature=12 130 39 39 39 0 39 39 34 1 16 1 9 3 2 34 9 376 45 0 39 39 12 1 123 1429 156 475 475 1429
split_gain=2.88728e-11 6.41861e-11 3.13162e-11 6.94116e-11 5.90173e-11 4.15398e-11 3.97374e-11 9.55692e-11 6.13217e-11 6.94736e-11 2.16039e-10 1.6695e-10 1.09923e-10 5.97377e-11 6.06354e-11 5.51989e-11 1.25166e-10 1.05589e-10 6.30072e-11 5.12374e-11 4.7328e-11 9.88545e-11 5.34131e-11 2.21218e-10 5.7483e-11 4.25905e-11 9.45886e-11 4.49136e-11 5.42628e-11 6.36175e-11
threshold=0.23631000000000002 -0.22461999999999996 0.11402500000000002 0.10940500000000002 0.10508500000000001 -0.06563999999999999 0.093755000000000019 0.09116500000000001 -0.097449999999999981 0.13743000000000002 -0.25582999999999995 0.14554000000000003 0.092890000000000014 -0.022174999999999997 0.093320000000000014 -0.057544999999999992 0.086220000000000005 0.083785000000000012 0.094030000000000016 -0.073309999999999986 0.087470000000000006 0.085425000000000015 -1.0000000180025095e-35 0.10538500000000002 0.084280000000000008 -0.23752499999999996 0.32523500000000005 0.088410000000000016 0.058495000000000012 0.12387000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -4 7 8 -3 12 11 -11 15 -8 -15 17 18 -10 20 -12 21 22 23 24 -17 -24 27 28 29 -27
right_child=-2 2 5 -5 -6 -7 13 -9 9 10 19 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=1.5434372047425146e-07 -1.1162379072847335e-07 1.535081976883773e-07 1.6487962639644139e-08 1.7023250199107072e-07 -1.7171717644259844e-07 -1.5758351796178213e-07 2.2140846652973781e-07 -1.8839031760101669e-07 2.8001025981438943e-07 -4.5336601141614324e-07 1.7650041058914215e-07 -5.4618207269099697e-08 2.3570380530912874e-07 1.4869046413679146e-07 -7.9285875503083105e-08 -1.3921676715365442e-07 -2.3362474121066283e-07 -4.1042712830457756e-08 -1.6064122056273316e-07 -2.753489644069518e-08 1.129162665404836e-07 -1.9739063435508798e-07 -1.4186269395178811e-07 3.2821366283997123e-07 7.7811888658012012e-08 1.115952610431191e-09 2.1774607262159409e-07 -1.147456100750667e-07 1.6104006969423308e-07 -1.7369736149302777e-07
leaf_weight=27 23 26 26 24 20 29 20 27 20 21 20 21 20 20 28 26 23 21 24 32 38 25 21 25 23 2395 20 34 21 21
leaf_count=27 23 26 26 24 20 29 20 27 20 21 20 21 20 20 28 26 23 21 24 32 38 25 21 25 23 2395 20 34 21 21
internal_value=0 8.33302e-10 -5.1635e-10 8.47322e-10 -5.11383e-10 -7.52952e-08 6.40742e-10 -1.12868e-09 6.28728e-10 -7.65473e-10 -8.53061e-08 -2.53992e-07 2.11694e-09 7.62055e-08 1.57043e-08 4.10062e-10 -1.34123e-09 1.15568e-07 6.57463e-10 5.09402e-08 2.11883e-09 5.06308e-10 2.41947e-09 8.61538e-08 -3.73462e-08 -4.72303e-11 1.14832e-09 -6.04795e-10 9.8765e-10 -4.03534e-10
internal_weight=0 3098 3071 3016 2992 55 2972 2904 2877 2851 94 42 2757 68 48 2737 2696 41 2673 52 2649 2611 2586 74 49 2512 2491 2471 2437 2416
internal_count=3121 3098 3071 3016 2992 55 2972 2904 2877 2851 94 42 2757 68 48 2737 2696 41 2673 52 2649 2611 2586 74 49 2512 2491 2471 2437 2416
is_linear=0
shrinkage=0.1


Tree=9882
num_leaves=31
num_cat=0
split_feature=105 33 130 121 394 394 0 1176 1186 1186 132 50 393 15 394 52 0 133 2 130 394 15 1212 3 1211 401 1213 133 1210 3
split_gain=3.09553e-11 6.15019e-11 3.05329e-11 1.48756e-10 3.74408e-11 5.41886e-11 5.31565e-11 4.63786e-11 4.19885e-11 1.3905e-10 9.53717e-11 1.32333e-09 8.43692e-10 9.9584e-11 4.82077e-11 4.66764e-11 4.85476e-11 9.2694e-11 5.94404e-11 4.65807e-11 4.32905e-11 3.18029e-11 3.15045e-11 1.4192e-10 5.04855e-11 5.22783e-11 1.74068e-10 6.58706e-11 5.57869e-11 3.72869e-11
threshold=0.079510000000000011 -0.0066799999999999993 -0.23647499999999996 -0.088279999999999983 -0.14580499999999996 -0.09139499999999999 -0.087319999999999995 1.0000000180025095e-35 0.084720000000000004 0.057025000000000006 -0.083284999999999984 0.10022000000000002 0.11146500000000002 0.092400000000000024 1.0000000180025095e-35 0.090645000000000017 -0.096374999999999975 -0.37971999999999995 0.084415000000000004 -0.077029999999999987 -0.068564999999999987 0.084655000000000022 0.12472500000000002 -0.077354999999999993 0.11671000000000002 -0.06959499999999999 -0.053734999999999998 0.51114000000000004 0.24726500000000004 -0.082594999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5 8 9 10 11 13 14 15 19 16 -7 -18 -19 -12 -21 -20 24 -24 25 26 -22 28 29 -27
right_child=-2 2 3 4 5 7 -8 -9 -10 -11 12 -13 -14 -15 -16 -17 17 18 21 20 22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=1.5408874437602331e-07 -1.0660470617867508e-07 -1.2351611161420806e-07 2.4842486941641562e-07 -2.0812281442366452e-07 1.1848212043287874e-07 1.1316798828412783e-07 1.1931990313670491e-08 -1.2337083048915673e-07 1.3417260315345234e-07 -2.6424035013405958e-07 -1.4950233310376657e-07 8.3814954678018693e-07 -6.5154480296314435e-07 -2.1092532544268274e-07 1.1697557133467334e-07 1.4688260390828743e-07 -2.0337552105279095e-07 -1.0696347047747589e-07 1.6181061885944816e-07 1.0459607038954416e-07 -6.2620452271842412e-08 -4.6439240009021892e-09 -5.068845268851874e-08 2.7814242165342358e-07 -1.5761511525354202e-07 1.2140667422346012e-08 3.1040139722387558e-07 -1.4222351628949821e-07 1.4964552062698053e-07 -1.3551074982278554e-08
leaf_weight=26 27 20 24 21 38 24 23 31 23 20 21 20 20 24 35 21 27 26 24 39 29 22 35 21 21 923 22 34 24 1456
leaf_count=26 27 20 24 21 38 24 23 31 23 20 21 20 20 24 35 21 27 26 24 39 29 22 35 21 21 923 22 34 24 1456
internal_value=0 9.35876e-10 -3.6203e-10 4.46068e-10 -1.52202e-09 -1.69946e-10 -9.30942e-08 -1.7025e-09 -4.06823e-10 -1.47861e-09 3.53757e-10 6.92045e-08 -4.47607e-09 -2.23366e-08 3.89106e-10 9.0949e-09 -1.44298e-08 -4.53626e-08 1.38922e-08 -1.16538e-09 3.08855e-11 8.22019e-08 -1.55899e-09 7.26231e-08 -3.21471e-09 -1.91149e-09 9.82909e-08 -4.00847e-09 -2.05287e-09 -3.58324e-09
internal_weight=0 3094 3068 3048 3024 2980 44 2942 2911 2888 2868 188 2680 168 2660 144 123 99 72 2625 2604 46 2565 56 2509 2488 51 2437 2403 2379
internal_count=3121 3094 3068 3048 3024 2980 44 2942 2911 2888 2868 188 2680 168 2660 144 123 99 72 2625 2604 46 2565 56 2509 2488 51 2437 2403 2379
is_linear=0
shrinkage=0.1


Tree=9883
num_leaves=31
num_cat=0
split_feature=132 393 15 1186 50 52 49 3 13 399 402 402 1212 133 133 0 16 4 13 42 1209 484 130 42 12 43 131 131 457 3
split_gain=3.35146e-11 2.09642e-10 8.42076e-11 6.17607e-11 4.05129e-11 3.49479e-11 3.86825e-11 6.7952e-11 5.82958e-11 3.84448e-11 3.24461e-11 5.51654e-11 1.09784e-10 4.13093e-11 4.08197e-11 1.51839e-10 4.49046e-10 2.46963e-10 8.99016e-11 8.5144e-11 2.64244e-10 1.58893e-10 2.10372e-10 6.01163e-11 2.43319e-10 2.79426e-10 1.60466e-10 6.89738e-11 6.57019e-11 5.92051e-11
threshold=-0.083174999999999985 0.12069000000000002 0.092400000000000024 0.049580000000000006 0.09227500000000001 0.090645000000000017 0.09567500000000001 -0.069009999999999974 -0.0018299999999999998 0.088780000000000012 -0.47355499999999995 -0.45015499999999992 0.10909000000000001 0.50628500000000021 0.26753000000000005 -0.087974999999999984 -0.080344999999999986 -0.080744999999999997 -0.046499999999999993 0.10024000000000001 -1.0000000180025095e-35 0.090535000000000018 -0.22229499999999999 0.096450000000000022 0.095175000000000023 -0.067199999999999996 0.11767000000000001 0.11088500000000003 -0.23865499999999998 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 6 7 8 9 -1 -2 12 -12 14 19 -16 -17 -18 -19 23 -21 22 -22 26 25 -25 27 28 -13 -24
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 -11 11 13 -14 -15 15 16 17 18 -20 20 21 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=9.7556357374628539e-08 1.0070577105558698e-07 3.1768135784204792e-07 -2.1033208963672225e-07 -1.7760015720926146e-07 -1.1407641289906678e-07 1.3985225034606297e-07 -1.0550157419139885e-07 1.9150468121763098e-07 -1.4934506176380389e-07 -7.2248201803404306e-08 -2.7737299278994346e-07 1.7075850732598239e-07 3.5711107552553287e-08 1.0476512139683492e-07 1.8406404612121498e-07 -5.0839482358097401e-07 2.3311762784660147e-07 -2.9974931436527186e-07 -6.8070017662917472e-09 3.9833874520159697e-07 3.5930149302370889e-07 -1.8678095140482279e-07 9.3088346250004941e-08 1.5915788416666899e-08 1.0064422239198535e-07 -4.6705402735369718e-07 2.5176466431275914e-07 -1.7526277259627892e-07 -2.8948613097838667e-09 -2.9167844023463024e-08
leaf_weight=40 32 21 25 21 25 22 26 21 22 20 21 22 24 38 21 22 29 20 22 21 21 30 69 23 39 25 25 23 2258 93
leaf_count=40 32 21 25 21 25 22 26 21 22 20 21 22 24 38 21 22 29 20 22 21 21 30 69 23 39 25 25 23 2258 93
internal_value=0 2.86962e-09 -3.74451e-08 -1.55051e-08 3.83577e-09 2.33577e-08 3.49036e-09 3.10029e-08 -1.01012e-08 4.09548e-08 5.72525e-10 -5.53359e-10 -1.10395e-07 1.21132e-09 -2.12873e-10 -5.88041e-08 -1.13645e-07 8.67142e-09 -1.46303e-07 2.30861e-09 5.99039e-08 2.6537e-08 6.15072e-08 -3.27205e-09 -8.48869e-08 -2.35631e-07 -2.22009e-10 -2.95743e-09 -1.21926e-09 2.29042e-08
internal_weight=0 2899 222 197 176 151 129 103 82 60 2878 2846 45 2801 2763 114 93 71 42 2649 234 213 183 2415 87 48 2328 2303 2280 162
internal_count=3121 2899 222 197 176 151 129 103 82 60 2878 2846 45 2801 2763 114 93 71 42 2649 234 213 183 2415 87 48 2328 2303 2280 162
is_linear=0
shrinkage=0.1


Tree=9884
num_leaves=31
num_cat=0
split_feature=130 10 0 40 4 12 3 142 11 33 9 9 132 15 1185 50 52 2 132 132 52 2 147 448 148 147 147 147 1 374
split_gain=3.56922e-11 7.62419e-11 1.94185e-10 9.34128e-11 4.69913e-11 3.51956e-11 9.11691e-11 7.55905e-11 4.91832e-11 5.50629e-11 4.83312e-11 8.26585e-11 4.47677e-11 8.36746e-10 4.27593e-10 2.34462e-10 4.08162e-11 4.87487e-11 9.10358e-11 3.7468e-11 5.8644e-11 3.38193e-11 4.004e-11 4.24539e-11 6.02421e-11 1.83764e-10 1.75918e-10 9.6325e-11 4.51411e-11 1.27606e-10
threshold=-0.23647499999999996 -0.38124499999999995 -0.067624999999999977 -0.24134999999999998 0.63113500000000011 0.12757000000000002 -0.049509999999999992 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.089995000000000006 0.10141500000000002 -0.083284999999999984 0.091915000000000011 -0.083264999999999992 0.08461500000000001 0.090645000000000017 0.10497000000000002 -0.26625499999999996 -0.095229999999999995 0.084960000000000022 -0.045829999999999989 0.099730000000000027 -0.089334999999999984 -0.063899999999999985 0.092070000000000013 1.0000000180025095e-35 0.086575000000000013 0.13820500000000002 0.089165000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 7 -7 -5 -9 -10 12 -12 13 15 -14 16 17 18 -11 -20 -21 -16 23 -23 25 27 28 -25 29 -26
right_child=1 3 -4 4 -6 6 -8 8 9 10 11 -13 14 -15 21 -17 -18 -19 19 20 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-1.3315970477378871e-07 -7.606279552874185e-08 -2.1113859247634539e-07 3.5932375951119867e-07 1.8150865617473224e-07 1.3987108088050112e-07 -1.7708318063272246e-07 7.4535284581382183e-08 -1.3238959635231142e-07 -1.500594782951244e-07 -2.2594050391045951e-07 2.5494711238138738e-07 -3.2556751161649801e-08 -4.4193317385386105e-07 5.8691653512710216e-07 -9.5481261998110591e-08 -3.5431442153566199e-07 1.3947459757716951e-07 1.2111072640995308e-07 8.7882857759696523e-08 -1.7075679343230896e-07 4.5757470627841971e-08 -1.4428730452209495e-07 1.2325467777271925e-07 1.4543290236764702e-07 1.6068410987923682e-09 3.4965858105806549e-07 -2.8247597573350833e-07 -9.2704533056060368e-08 -8.4080908890153231e-08 2.5527267197844596e-07
leaf_weight=20 21 21 20 23 24 36 24 28 24 21 20 20 22 25 36 20 21 23 34 22 29 20 27 29 2348 20 22 41 60 20
leaf_count=20 21 21 20 23 24 36 24 28 24 21 20 20 22 25 36 20 21 23 34 22 29 20 27 29 2348 20 22 41 60 20
internal_value=0 8.59723e-10 1.36321e-07 -9.55279e-10 4.97123e-10 -6.12322e-10 -7.64358e-08 9.27241e-10 -4.89325e-10 7.8244e-10 2.03946e-09 1.11195e-07 5.02052e-10 4.67422e-08 -2.90695e-09 -3.26952e-08 1.01873e-08 -1.08595e-08 -3.94945e-08 6.56864e-09 -4.76408e-08 7.75309e-10 2.11479e-09 8.37142e-10 1.97985e-09 8.23316e-08 -9.71841e-10 5.9524e-09 1.57886e-09 3.74929e-09
internal_weight=0 3101 41 3060 3039 3015 60 2955 2932 2904 2880 40 2840 195 2645 170 150 129 106 85 51 2623 2587 2560 2540 90 2450 70 2428 2368
internal_count=3121 3101 41 3060 3039 3015 60 2955 2932 2904 2880 40 2840 195 2645 170 150 129 106 85 51 2623 2587 2560 2540 90 2450 70 2428 2368
is_linear=0
shrinkage=0.1


Tree=9885
num_leaves=31
num_cat=0
split_feature=421 9 13 10 34 11 149 132 1185 15 1 45 16 1456 49 1443 159 1446 483 483 483 482 482 1456 1456 1455 1453 483 484 47
split_gain=3.6746e-11 4.7084e-11 7.86409e-11 6.35821e-11 1.47695e-10 1.0035e-10 4.82069e-11 3.57278e-11 1.99294e-10 1.21296e-10 3.54723e-11 4.0385e-11 3.61497e-11 3.52239e-11 1.02094e-10 4.56422e-11 4.82486e-11 4.19098e-11 3.84211e-11 1.55672e-10 5.09899e-11 4.27535e-11 7.13524e-11 6.68123e-11 1.12573e-10 6.32704e-11 9.15615e-11 8.68173e-11 1.92122e-10 5.66657e-11
threshold=-1.0000000180025095e-35 0.092410000000000006 -0.0039049999999999992 0.053330000000000009 -0.028109999999999996 -1.0000000180025095e-35 0.10022500000000002 -0.083449999999999983 -0.087384999999999977 0.092400000000000024 0.15799000000000005 0.084355000000000013 -0.074319999999999983 0.11253500000000001 0.084945000000000007 0.090755000000000016 0.14765500000000001 0.10324000000000001 0.13622000000000004 0.12325000000000001 0.11517500000000001 0.11191500000000001 0.10022500000000002 -0.15824499999999997 -0.089834999999999984 -0.088559999999999986 1.0000000180025095e-35 -0.095689999999999983 -0.23993499999999998 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 9 -9 -7 11 13 -13 15 -15 16 17 18 19 20 21 22 23 -10 -25 -26 27 28 -27 -29
right_child=1 2 -4 4 -6 6 -8 8 10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=-1.3511343382788255e-07 2.0908870652647239e-07 -9.03637464538016e-09 2.5059122066295458e-07 -3.0958989351385449e-07 7.011824450842142e-08 -1.133587577545993e-08 -1.4480836017830133e-07 3.0333800550992736e-07 1.3908316098820706e-07 -2.4594100929675736e-07 -1.1742108841872322e-07 9.1018525457305564e-09 1.9695550960818763e-07 -2.2404469510206583e-07 6.7890853997547001e-08 -1.203503736254182e-07 1.2771443567221614e-07 1.0376071344353478e-07 1.3864206664493396e-07 -2.7838596338369826e-07 1.3840141274680786e-07 -1.3259061641216857e-07 1.8080999114095614e-07 -1.9458140646596196e-07 1.7746894894088429e-07 -6.064186308663011e-08 -1.9969036968533422e-07 3.4774331880825155e-09 3.6759800323693528e-07 -4.9206180183408939e-08
leaf_weight=20 23 28 20 21 20 186 23 22 34 25 25 21 20 25 23 30 31 40 20 20 27 24 22 30 20 22 23 2029 20 227
leaf_count=20 23 28 20 21 20 186 23 22 34 25 25 21 20 25 23 30 31 40 20 20 27 24 22 30 20 22 23 2029 20 227
internal_value=0 8.70064e-10 9.91418e-08 -6.74988e-10 -1.24366e-07 1.00873e-09 -5.92424e-10 5.25906e-10 3.56328e-09 -3.91327e-08 1.15016e-09 2.2448e-09 1.00738e-07 7.30662e-10 -8.41589e-08 2.28648e-09 3.70754e-09 2.20472e-09 5.91437e-10 -5.13852e-10 1.72886e-09 2.23288e-10 1.53665e-09 -1.03271e-10 -2.0992e-09 3.67471e-10 -1.15861e-09 8.28437e-10 1.43282e-07 -1.82362e-09
internal_weight=0 3101 48 3053 41 3012 2989 2966 2755 211 2733 2708 41 2667 48 2619 2589 2558 2518 2498 2478 2451 2427 2405 2371 2341 2321 2298 42 2256
internal_count=3121 3101 48 3053 41 3012 2989 2966 2755 211 2733 2708 41 2667 48 2619 2589 2558 2518 2498 2478 2451 2427 2405 2371 2341 2321 2298 42 2256
is_linear=0
shrinkage=0.1


Tree=9886
num_leaves=31
num_cat=0
split_feature=120 33 130 121 9 16 16 41 41 34 2 2 16 132 1203 1185 50 132 399 2 52 4 45 155 2 151 157 52 12 12
split_gain=3.67152e-11 5.26608e-11 4.98391e-11 4.82427e-11 3.5015e-11 3.34962e-10 4.51726e-10 5.52584e-11 8.32675e-11 4.50372e-11 1.13826e-10 4.09679e-11 3.90957e-11 3.17847e-11 8.746e-10 3.939e-10 1.74229e-10 3.32237e-11 3.30472e-11 3.69801e-11 1.59276e-10 1.39142e-10 1.32659e-10 1.19815e-10 1.15567e-10 1.10759e-10 1.40138e-10 1.51907e-10 2.6888e-10 5.05088e-10
threshold=1.0000000180025095e-35 -0.044254999999999996 -0.22461999999999996 -0.082399999999999987 0.088235000000000022 -0.056919999999999991 -0.45661999999999997 0.086565000000000017 0.091290000000000024 -0.08786999999999999 -0.080614999999999978 0.097070000000000004 -0.10850999999999998 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.097510000000000013 -0.037359999999999997 -0.088409999999999989 0.10613000000000002 -0.56176499999999996 -0.49405499999999997 0.082470000000000016 0.12862000000000004 0.10699500000000002 -0.10737499999999998 0.11933000000000001 -0.23375999999999997 0.089625000000000024 0.10149500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 7 6 -6 9 -9 -4 -11 -10 -13 14 16 -15 -12 -17 -19 22 -21 -22 23 -20 -23 -26 27 28 -27 -30
right_child=3 2 4 -5 5 -7 -8 8 11 10 13 12 -14 15 -16 17 -18 18 19 20 21 24 -24 -25 25 26 -28 -29 29 -31
leaf_value=1.5915703278053462e-07 -2.004454333224376e-07 1.469064645468042e-07 1.442352681143196e-07 3.3378644668748444e-09 7.5016781538165985e-08 2.5146529778686227e-07 -5.8163592120408225e-07 2.472525649595396e-07 -7.8287442278224257e-08 -2.196096431224722e-07 1.0073784890163533e-11 -1.5931785455336468e-08 1.7942635652378244e-07 -4.2510879645554019e-07 6.4705882639684441e-07 9.8008421603293875e-08 -3.1458021922503575e-07 1.1292713344346339e-07 -1.1486742572334116e-09 -3.0184007187017415e-07 2.2621953877680189e-07 -2.5489480240789171e-07 2.6024136019486831e-07 2.4487732542155532e-07 1.6171173049797566e-07 -3.8805315449863542e-07 2.3191728914184751e-07 -1.1222410434787489e-08 2.390331719226424e-07 -3.5435082708090708e-07
leaf_weight=21 21 23 21 26 22 21 20 22 25 24 147 20 21 22 21 34 20 25 1928 20 23 21 20 20 33 32 20 390 32 26
leaf_count=21 21 23 21 26 22 21 20 22 25 24 147 20 21 22 21 34 20 25 1928 20 23 21 20 20 33 32 20 390 32 26
internal_value=0 1.34296e-09 2.57442e-10 -8.77142e-08 -8.55736e-10 -7.46282e-08 -2.37675e-07 7.10718e-10 7.87692e-08 -1.67523e-09 -2.74735e-09 2.26081e-08 8.41297e-08 -9.10832e-10 3.88197e-08 -3.73372e-09 -3.76654e-08 -2.00845e-10 -1.49008e-09 -2.60526e-09 -2.44057e-08 -1.47893e-08 4.00799e-09 1.37726e-09 -2.47951e-08 -1.57292e-08 -2.74403e-08 -3.82469e-08 -1.55353e-07 -2.69666e-08
internal_weight=0 3074 3053 47 3030 63 42 2967 88 2879 2858 66 41 2834 188 2646 167 2624 2590 2565 597 577 1968 1948 554 533 500 480 90 58
internal_count=3121 3074 3053 47 3030 63 42 2967 88 2879 2858 66 41 2834 188 2646 167 2624 2590 2565 597 577 1968 1948 554 533 500 480 90 58
is_linear=0
shrinkage=0.1


Tree=9887
num_leaves=31
num_cat=0
split_feature=130 12 132 1185 1203 52 0 130 13 13 154 157 1419 2 2 1420 132 132 51 402 12 16 12 12 132 50 16 16 16 16
split_gain=3.46337e-11 7.1413e-11 3.38158e-11 2.61804e-10 1.27652e-10 4.32915e-11 8.05562e-11 5.308e-11 6.46686e-11 4.20694e-11 3.35193e-11 7.56483e-11 7.38012e-11 1.21435e-10 3.0533e-10 7.94724e-11 3.93006e-11 1.94376e-10 1.06773e-10 9.96567e-11 1.48274e-10 2.41945e-10 9.18259e-11 8.17588e-11 7.43507e-11 7.15917e-11 5.73481e-11 5.49675e-11 8.67668e-11 5.49496e-11
threshold=-0.23647499999999996 0.23631000000000002 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.089575000000000016 -0.073309999999999986 0.096010000000000012 -0.049279999999999997 -0.015874999999999997 0.085530000000000009 0.63604500000000008 0.086505000000000012 0.087505000000000013 0.10327000000000001 -0.085599999999999996 0.087955000000000019 0.090650000000000022 -1.0000000180025095e-35 0.090045000000000014 0.085325000000000012 -0.081414999999999987 0.088725000000000012 0.089085000000000011 0.084605000000000014 0.079410000000000008 0.67964000000000013 0.63167000000000006 0.55700000000000005 0.0039400000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 8 -2 -10 11 12 15 -14 -15 -5 24 -18 22 20 21 -20 -19 -22 26 -25 27 28 29 -17
right_child=1 -3 3 10 -6 6 -8 -9 9 -11 -12 -13 13 14 -16 16 17 18 19 -21 23 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-1.3117177175558936e-07 -1.6585331214261344e-07 1.8037298723718529e-07 3.5426837766430083e-07 -2.0107122580270698e-07 -2.3763236051926082e-07 -2.0152689604710112e-07 5.7567970183451203e-08 1.4191522798816842e-07 1.5328054512764313e-07 -9.9491797224497245e-09 1.2283366701963545e-07 -1.9487420956920687e-07 2.7259746520240488e-07 -2.2678797519772702e-07 2.5333645838215419e-07 7.8681667509499747e-09 -2.7293370243158635e-07 -3.0619815646559803e-07 4.1796334619448314e-07 -1.4912902204551011e-07 -1.5531345230864907e-07 -3.1448725038622486e-08 -3.170226037241264e-09 -1.0434343325781671e-08 1.7116002624106843e-07 2.0194597398347559e-07 1.6567579501319024e-07 -1.3713843400339478e-07 1.7961564248446815e-07 -2.8247523011170369e-08
leaf_weight=20 22 22 21 20 28 28 21 28 20 75 22 20 26 27 26 1779 31 20 25 28 28 23 20 65 26 21 21 29 27 552
leaf_count=20 22 22 21 20 28 28 21 28 20 75 22 20 26 27 26 1779 31 20 25 28 28 23 20 65 26 21 21 29 27 552
internal_value=0 8.45377e-10 -4.37379e-10 2.48392e-09 -3.80327e-08 -9.22448e-09 -9.04862e-08 1.82364e-08 -1.1362e-08 2.4415e-08 -1.2097e-10 -1.08224e-09 3.04965e-10 9.55824e-08 8.74477e-09 -2.46738e-09 -9.9351e-10 -3.78709e-08 -6.18853e-09 2.50737e-08 5.51828e-08 2.0262e-07 -1.54684e-07 -6.896e-09 2.96089e-09 4.1426e-08 1.14478e-09 -3.02705e-10 1.38018e-09 -6.84326e-10
internal_weight=0 3101 3079 2857 222 194 49 145 117 95 2836 2814 2794 79 53 2715 2695 261 230 190 162 48 40 114 2434 86 2408 2387 2358 2331
internal_count=3121 3101 3079 2857 222 194 49 145 117 95 2836 2814 2794 79 53 2715 2695 261 230 190 162 48 40 114 2434 86 2408 2387 2358 2331
is_linear=0
shrinkage=0.1


Tree=9888
num_leaves=31
num_cat=0
split_feature=1206 1210 120 1 42 33 401 403 1210 1210 1210 48 15 4 0 3 0 43 1213 1213 1212 1213 49 49 1211 1 12 1186 402 402
split_gain=3.20575e-11 3.87975e-11 3.15342e-11 5.78649e-11 1.34245e-10 4.36818e-11 3.51558e-11 3.782e-11 2.38743e-10 1.51991e-10 3.94443e-10 7.97495e-11 7.88963e-11 1.56718e-10 1.25036e-10 1.08807e-10 1.63394e-10 1.28119e-10 7.84821e-11 2.37725e-10 2.27338e-10 9.60913e-11 6.51392e-11 7.02867e-11 6.3372e-11 2.37001e-10 2.54162e-10 5.89392e-11 5.57176e-11 2.26343e-10
threshold=1.0000000180025095e-35 0.24726500000000004 0.086165000000000019 0.16540500000000002 0.15665000000000004 -0.044254999999999996 0.13607500000000003 0.0033700000000000002 -0.087109999999999979 -0.099939999999999987 -0.40154499999999999 0.086910000000000015 0.083195000000000005 -0.07712999999999999 -0.087794999999999998 -0.077774999999999983 -0.079634999999999997 -0.0084099999999999991 -0.090764999999999985 -0.087529999999999983 0.073745000000000019 -0.085284999999999986 0.088340000000000016 0.10269000000000002 0.089055000000000009 0.089475000000000013 0.090165000000000009 -0.095479999999999982 0.10708500000000001 0.094750000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 9 -9 10 -7 12 13 -10 -14 16 17 -16 20 -20 -11 -21 -15 -24 27 26 -26 -23 29 -29
right_child=-2 -3 -4 -5 -6 6 -8 8 11 18 -12 -13 14 22 15 -17 -18 -19 19 21 -22 24 23 -25 25 -27 -28 28 -30 -31
leaf_value=1.4540084928664026e-07 -1.2618998667335291e-07 1.2489450750763353e-07 -9.0717419877849265e-08 1.5560706430051143e-07 -2.2653140037986164e-07 9.2571104969552976e-08 1.1218836295512347e-07 3.657543602741953e-07 -3.0644833818820935e-07 -3.8831601202105053e-07 -4.6962082744054599e-07 1.5790241188927791e-07 2.0549505330949261e-07 5.104011095751888e-08 -2.518489962710646e-07 -1.9258336381255962e-07 2.5184202767318484e-07 4.0404965856074192e-08 3.0821561722405025e-07 -1.9677016365449165e-07 3.4321475855644429e-08 -1.4696838930612039e-07 -2.106176221740565e-07 2.45806293837821e-08 1.6376040003580848e-07 3.1674760766142349e-07 -2.7133377443533392e-07 1.9875222240952814e-10 1.2072126396191919e-07 -3.1510132852721873e-07
leaf_weight=21 20 25 38 24 26 26 28 20 22 20 24 33 36 65 20 25 27 60 25 25 35 28 27 24 29 29 25 2254 37 23
leaf_count=21 20 25 38 24 26 26 28 20 22 20 24 33 36 65 20 25 27 60 25 25 35 28 27 24 29 29 25 2254 37 23
internal_value=0 8.22425e-10 -1.85963e-10 9.46425e-10 -2.85113e-10 1.68356e-09 6.66353e-10 -3.96123e-10 3.00144e-08 -4.62766e-09 -1.77281e-07 1.02067e-08 -5.72126e-09 -6.17464e-08 4.02993e-08 -4.75403e-09 3.91313e-08 -3.26585e-08 -1.21554e-09 1.41e-09 -1.19365e-07 -1.72067e-09 -1.53374e-08 -9.99361e-08 2.90151e-10 8.61613e-08 -3.76721e-08 -2.7531e-09 -1.00806e-09 -2.9861e-09
internal_weight=0 3101 3076 3038 3014 2988 2967 2939 359 2580 50 339 306 138 168 132 107 80 2530 2475 55 2450 116 51 2425 83 54 2342 2314 2277
internal_count=3121 3101 3076 3038 3014 2988 2967 2939 359 2580 50 339 306 138 168 132 107 80 2530 2475 55 2450 116 51 2425 83 54 2342 2314 2277
is_linear=0
shrinkage=0.1


Tree=9889
num_leaves=31
num_cat=0
split_feature=448 0 160 159 479 1 1447 480 1419 1447 2 1447 403 1453 1452 1419 1453 51 474 157 475 49 12 475 52 1429 156 1429 157 1456
split_gain=3.14383e-11 6.4953e-11 3.08829e-11 4.15088e-11 3.75696e-11 1.91155e-10 5.46263e-11 6.38204e-11 6.82658e-11 5.77415e-11 1.55935e-10 7.73501e-11 1.9318e-10 1.37077e-10 5.02066e-11 5.8785e-11 9.10999e-11 9.88226e-11 7.44174e-11 7.80012e-11 1.15441e-10 3.78665e-10 4.08241e-10 2.08903e-10 5.95919e-11 6.37413e-11 2.37801e-10 3.04313e-10 2.64883e-10 5.6045e-11
threshold=0.068920000000000023 -0.26609999999999995 0.62940000000000007 0.14438000000000004 0.097110000000000016 0.083135000000000014 0.090670000000000014 0.10272000000000002 0.092045000000000016 -0.086849999999999997 0.086330000000000004 -0.086279999999999982 -0.56738999999999995 -0.087504999999999986 -0.073879999999999987 0.086505000000000012 1.0000000180025095e-35 -0.43587999999999999 -0.26322499999999993 0.23903500000000003 -0.086279999999999982 -0.008964999999999999 0.083715000000000026 -0.085599999999999996 -0.56368999999999991 -1.0000000180025095e-35 0.093155000000000002 -0.081904999999999992 -0.04831499999999999 -0.080829999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 8 9 10 -3 -11 -13 -14 -15 16 17 -16 -19 20 21 -20 -23 -22 -25 26 27 -26 -28 -27
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 11 -12 12 13 14 15 -17 -18 18 19 -21 23 22 -24 24 25 29 28 -29 -30 -31
leaf_value=1.7203015648771148e-07 -1.2496477609147404e-07 -1.1259947905790052e-07 -1.2426789581354571e-07 1.0567677644668973e-07 -2.3008104721254443e-07 1.319654688245464e-07 -1.6400866279298043e-07 1.5207239495599165e-07 -1.2774935170200036e-07 -1.8250158031763853e-07 2.2193740100443679e-07 2.9679456868724299e-07 -2.5522539534081478e-07 1.5526843891880812e-07 1.6998379956422628e-07 1.3479134031157969e-07 -1.5955897008584293e-07 -1.9376218176603289e-07 1.9372462315914161e-07 1.7931903109058567e-07 3.2376037349735044e-07 3.9430342595055256e-08 -5.3621222895523192e-07 -1.7264614847078976e-07 1.4807031732289033e-08 6.961086287242766e-08 -3.0829163989073062e-07 5.3814401820062588e-07 1.5681158242841776e-07 -5.8104788038835476e-09
leaf_weight=22 20 22 20 37 35 25 20 28 41 23 38 22 21 21 34 32 36 20 25 24 20 22 28 20 25 103 24 20 25 2268
leaf_count=22 20 22 20 37 35 25 20 28 41 23 38 22 21 21 34 32 36 20 25 24 20 22 28 20 25 103 24 20 25 2268
internal_value=0 8.14945e-10 -4.08418e-10 4.01386e-10 -8.87559e-10 -7.92283e-08 6.99358e-10 1.81906e-09 3.75307e-10 2.20375e-09 9.92739e-08 1.33286e-10 1.63888e-09 -7.07012e-10 1.23871e-09 5.21228e-11 -1.54834e-09 5.91756e-10 -1.60311e-09 -1.27235e-10 -1.7965e-09 -1.24045e-07 -2.82929e-07 1.86363e-09 -7.27092e-10 6.67789e-10 8.14292e-08 2.47401e-07 -7.09941e-08 -2.53406e-09
internal_weight=0 3101 3079 3059 3022 60 2962 2942 2914 2873 60 2813 2790 2768 2747 2726 2694 2658 2624 2604 2580 75 50 2505 2485 2465 94 45 49 2371
internal_count=3121 3101 3079 3059 3022 60 2962 2942 2914 2873 60 2813 2790 2768 2747 2726 2694 2658 2624 2604 2580 75 50 2505 2485 2465 94 45 49 2371
is_linear=0
shrinkage=0.1


Tree=9890
num_leaves=31
num_cat=0
split_feature=401 1210 16 1210 1211 50 1211 2 1211 1209 402 133 43 1210 403 401 2 1210 402 1210 1213 132 132 1 4 16 48 158 3 1429
split_gain=2.9842e-11 3.87806e-11 2.16275e-10 4.92758e-11 3.41641e-11 3.00248e-10 6.97907e-11 5.71066e-11 4.58396e-11 3.623e-11 9.44471e-11 1.25624e-10 1.09481e-10 4.09155e-11 3.03567e-10 9.6874e-11 2.39822e-10 6.46514e-11 6.45695e-11 2.05208e-10 4.08765e-11 3.53368e-11 1.27466e-10 2.88319e-10 1.07613e-10 1.38739e-10 1.24665e-10 9.74154e-11 1.97235e-10 4.99874e-11
threshold=0.13837000000000002 -0.13847499999999999 -0.080954999999999985 -0.090569999999999998 0.11048500000000001 0.096900000000000014 0.092860000000000012 0.087470000000000006 0.088800000000000004 0.087485000000000021 -0.087759999999999991 0.41307000000000005 -0.066504999999999995 -0.064799999999999983 -0.090774999999999981 -0.06959499999999999 0.093680000000000013 -0.0095099999999999976 -0.45454999999999995 1.0000000180025095e-35 0.11076500000000002 0.082150000000000015 0.088940000000000005 1.0000000180025095e-35 -0.087894999999999987 -0.040964999999999994 0.084170000000000009 0.082560000000000008 -0.081814999999999985 -0.23752499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 7 8 -6 9 13 11 12 -11 14 -5 16 -15 -17 -19 20 21 29 23 -23 -24 27 -27 28 -26 -20
right_child=-2 3 -4 4 5 -7 -8 -9 -10 10 -12 -13 -14 15 -16 17 -18 18 19 -21 -22 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=2.8168205883360998e-07 -1.1881065487630492e-07 -1.4986199229450782e-07 -1.0475375006535615e-07 1.605688103113932e-07 -1.8693109847758717e-07 3.790375399406995e-07 -1.4176812088960235e-07 2.0569663898110473e-08 1.4749889027414265e-07 -9.0501195773836943e-08 1.969236792702263e-07 -2.201051898964579e-07 2.0760037001212242e-07 -9.392210556381456e-08 -2.8406748530956599e-07 -1.4707419761488119e-07 3.7852994771790029e-07 1.6500508779230312e-07 -1.4926768436734641e-07 -3.1462501456622879e-07 -1.1135518609294058e-07 -4.5924170063385429e-07 1.8942887321643938e-07 3.8942040047319243e-08 -6.1939781987190983e-08 -2.7258726436836114e-07 -3.7289093768322352e-09 -8.1692085769425451e-08 3.2055289846003431e-07 5.7132119979207502e-09
leaf_weight=28 21 22 30 28 21 22 35 36 21 22 33 20 28 21 34 31 22 23 21 21 33 21 26 26 26 34 35 33 28 2319
leaf_count=28 21 22 30 28 21 22 35 36 21 22 33 20 28 21 34 31 22 23 21 21 33 21 26 26 26 34 35 33 28 2319
internal_value=0 8.00183e-10 8.18015e-08 -7.4422e-10 3.42068e-10 6.52377e-08 -1.40113e-09 -5.5878e-08 2.89453e-10 -7.82089e-10 5.74579e-08 -8.29028e-09 7.64357e-08 -2.93835e-09 -8.3264e-08 -1.1074e-09 1.47798e-07 -3.49922e-09 -1.81713e-09 -3.27992e-09 -7.67143e-10 6.53412e-10 -3.68371e-08 -1.83651e-07 1.07626e-09 -3.03158e-08 -1.3621e-07 5.36691e-08 1.3639e-07 4.32236e-09
internal_weight=0 3100 58 3042 3020 79 2941 57 2906 2885 103 70 50 2782 62 2720 43 2677 2646 2623 2602 2569 229 47 182 156 69 87 54 2340
internal_count=3121 3100 58 3042 3020 79 2941 57 2906 2885 103 70 50 2782 62 2720 43 2677 2646 2623 2602 2569 229 47 182 156 69 87 54 2340
is_linear=0
shrinkage=0.1


Tree=9891
num_leaves=31
num_cat=0
split_feature=105 33 45 11 34 142 147 147 52 52 393 43 16 43 130 3 16 481 1 1456 1456 158 131 15 402 15 0 4 3 12
split_gain=3.24873e-11 4.90594e-11 3.55587e-11 2.08311e-10 8.72989e-11 4.03548e-11 4.31175e-11 4.82013e-11 3.36582e-11 1.59851e-10 1.20206e-10 9.20619e-11 1.71058e-10 9.07578e-11 1.27841e-10 9.28982e-11 1.04407e-10 1.14765e-10 6.28867e-10 1.77153e-10 1.4013e-10 1.2774e-10 1.75872e-10 1.39825e-10 1.26715e-10 1.51009e-10 2.05121e-10 2.86082e-10 1.8384e-10 3.33387e-10
threshold=0.079510000000000011 -0.0066799999999999993 0.094030000000000016 -0.014494999999999999 -0.085739999999999983 -0.057499999999999989 0.099730000000000027 0.093875000000000014 0.091275000000000009 0.090645000000000017 0.11333500000000001 -0.45785999999999999 0.19444000000000003 -0.23229999999999998 -0.0034949999999999994 -0.15713499999999997 0.062650000000000025 -0.081539999999999987 0.079415000000000013 -0.14418499999999998 -0.084149999999999989 -0.47060499999999994 1.0000000180025095e-35 -0.0072999999999999992 -0.45454999999999995 0.092400000000000024 -0.086934999999999985 0.0045450000000000013 -0.067429999999999976 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 8 9 10 -7 -10 13 -13 -15 -16 17 18 -17 -19 -21 -22 24 -24 -23 26 27 -26 29 -27
right_child=-2 2 -4 4 5 6 -8 -9 11 -11 -12 12 -14 14 15 16 -18 19 -20 20 21 22 23 -25 25 28 -28 -29 -30 -31
leaf_value=1.377323518279529e-07 -1.0922328796793948e-07 3.1486822703438328e-07 -9.5090294157292504e-08 -1.9525940198436929e-07 -1.4125762353600636e-07 2.2593921024110584e-09 1.1858552214459538e-07 -1.3823324700013019e-07 1.6620792195545584e-07 2.8858179284441127e-07 2.3718064661373074e-07 -2.2072059908038812e-07 -3.0644835677305437e-07 2.034418018739517e-07 -2.1610846782432023e-07 4.3303135502778136e-07 1.886961034074375e-07 -2.8891165906831987e-07 -3.0115429353827496e-07 2.25662245673613e-07 -2.5247667161920617e-07 1.8636770251067079e-07 -4.1677691277961708e-09 2.6365428165523295e-07 -3.574143796716017e-07 2.2465934613870158e-08 7.5084529027902614e-08 5.6584412533311483e-09 2.1432796002171824e-08 -4.2201402026067728e-07
leaf_weight=26 27 21 39 23 20 2190 31 25 26 20 22 21 21 27 23 28 25 26 20 22 25 21 44 35 34 27 111 60 36 45
leaf_count=26 27 21 39 23 20 2190 31 25 26 20 22 21 21 27 23 28 25 26 20 22 25 21 44 35 34 27 111 60 36 45
internal_value=0 9.46231e-10 -2.12973e-10 1.00862e-09 -1.18255e-09 3.12848e-10 1.26779e-09 2.82391e-11 1.21646e-09 7.14054e-09 4.59586e-09 -1.83146e-08 -2.56842e-08 -1.63254e-08 -9.27726e-09 -1.91457e-08 -1.10417e-08 -2.03927e-08 1.27121e-07 -3.49619e-08 -2.06082e-08 -3.2978e-08 -1.96911e-08 1.14488e-07 -5.1428e-08 -6.73823e-08 -1.69668e-08 -1.25666e-07 -1.63078e-07 -2.55334e-07
internal_weight=0 3094 3068 3029 3008 2985 2965 2934 2909 2232 2212 677 651 630 609 582 559 534 48 486 460 438 413 79 334 313 205 94 108 72
internal_count=3121 3094 3068 3029 3008 2985 2965 2934 2909 2232 2212 677 651 630 609 582 559 534 48 486 460 438 413 79 334 313 205 94 108 72
is_linear=0
shrinkage=0.1


Tree=9892
num_leaves=31
num_cat=0
split_feature=1206 1210 16 16 1208 42 50 4 16 2 13 43 1210 131 1210 402 42 399 132 15 1204 1185 1186 131 131 132 2 4 2 130
split_gain=3.03502e-11 4.23387e-11 1.56262e-10 7.3677e-11 7.05234e-11 3.37326e-11 1.74118e-10 3.87316e-10 1.4021e-10 1.03771e-10 1.47591e-10 1.0669e-10 9.10779e-11 5.46105e-11 9.12327e-11 4.71648e-11 1.18235e-10 9.81132e-11 5.38604e-11 9.44146e-10 9.08762e-10 1.31051e-10 1.09598e-10 5.3476e-11 9.48739e-11 4.9715e-11 8.09851e-11 4.76465e-11 6.68876e-11 5.38014e-11
threshold=1.0000000180025095e-35 0.0028200000000000005 -0.072359999999999994 -0.085589999999999986 0.106285 0.11603500000000001 0.090515000000000012 -0.077834999999999988 -0.066924999999999985 0.10327000000000001 -0.051094999999999995 0.054355000000000007 -0.3960249999999999 0.13857500000000003 -0.095909999999999981 -0.092414999999999983 -0.090684999999999988 -0.088409999999999989 -0.083284999999999984 0.091915000000000011 -0.082199999999999981 -0.083264999999999992 0.0044650000000000011 0.11863000000000001 0.11644500000000001 -0.41094499999999995 0.10136500000000002 -0.086254999999999984 0.084245000000000014 0.085870000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 12 7 -7 -8 11 -11 -9 -1 14 -14 16 -16 -17 19 22 -20 -22 25 24 -23 -19 27 -27 -29 -30
right_child=-2 2 -4 -5 -6 6 8 9 -10 10 -12 -13 13 -15 15 17 -18 18 20 -21 21 23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-1.9237056130805285e-07 -1.2279966242090267e-07 9.831641332169739e-08 2.9143293780936372e-07 -1.4946880903347431e-07 -1.8816453078329687e-07 4.4621038176510064e-07 -3.2449015918700752e-07 -2.7508008511034631e-07 4.1347351659675786e-08 3.1016850406168878e-07 -1.7213814338390422e-08 5.1554374813633789e-08 1.8697100450446249e-07 -1.6531084099824513e-07 -2.7982398586616565e-07 2.1654341940309982e-07 -1.1371430408265345e-08 1.1055984198214767e-07 -6.442383571745516e-07 7.0069309117570814e-07 2.5628773073549385e-07 -1.1921442220954612e-09 -2.3968761719099045e-07 -1.5594501886989129e-07 2.122951620381606e-07 -1.2118108806191684e-07 -1.9487033235374995e-07 -7.0345979997488978e-08 2.8647466680335283e-08 2.5072386392821502e-07
leaf_weight=25 20 24 23 24 20 26 20 20 22 21 40 20 26 20 21 21 75 34 22 20 20 2379 21 22 21 20 23 27 24 20
leaf_count=25 20 24 23 24 20 26 20 20 22 21 40 20 26 20 21 21 75 34 22 20 20 2379 21 22 21 20 23 27 24 20
internal_value=0 7.84297e-10 7.71169e-08 -2.55762e-08 -1.00435e-09 2.39235e-10 4.36437e-08 1.02015e-07 -1.32861e-07 1.34106e-08 9.54916e-08 -1.11763e-07 -2.34273e-09 -6.55689e-10 5.22102e-10 -1.22796e-09 -7.00954e-08 1.24447e-09 -4.59744e-10 5.09867e-08 -4.40592e-09 1.35833e-09 -2.59016e-08 -7.46781e-10 6.7587e-10 4.43291e-09 -2.7219e-08 1.51544e-08 5.35588e-08 1.29591e-07
internal_weight=0 3101 71 48 3030 3010 169 127 42 101 61 40 2841 2816 2796 2770 96 2674 2653 189 2464 2442 169 2422 2400 148 114 91 71 44
internal_count=3121 3101 71 48 3030 3010 169 127 42 101 61 40 2841 2816 2796 2770 96 2674 2653 189 2464 2442 169 2422 2400 148 114 91 71 44
is_linear=0
shrinkage=0.1


Tree=9893
num_leaves=31
num_cat=0
split_feature=132 394 15 1186 132 0 0 130 16 394 390 129 1185 129 3 43 2 129 132 1213 0 3 1420 16 16 157 50 42 2 16
split_gain=3.45374e-11 1.71703e-10 1.44744e-10 4.12848e-11 3.59282e-11 4.87014e-11 3.8759e-11 7.98843e-11 4.48163e-11 2.86521e-11 1.00321e-10 2.99312e-11 6.73037e-11 4.04488e-11 1.77674e-10 2.1436e-10 1.94037e-10 1.30734e-10 9.79832e-11 9.78304e-11 3.74862e-11 3.77667e-11 1.42424e-10 1.46633e-10 6.84502e-11 1.27962e-10 8.4551e-11 2.26837e-10 6.36476e-11 4.65677e-11
threshold=-0.083174999999999985 0.11233000000000001 0.092400000000000024 0.049580000000000006 -0.085749999999999979 -0.09515499999999999 -0.082084999999999977 0.084685000000000024 -0.065229999999999996 -0.12099999999999998 0.090205000000000007 0.11234000000000001 0.090595000000000009 0.085395000000000013 -0.096099999999999977 -0.095049999999999982 0.094565000000000024 0.080675000000000011 0.14633500000000002 -1.0000000180025095e-35 0.22582000000000002 -0.24462999999999999 0.056520000000000008 0.63636000000000015 0.5136400000000001 -0.00078499999999999989 -0.099524999999999988 0.094365000000000018 0.10613000000000002 0.41553500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 5 -1 7 -7 -8 -2 11 12 13 17 -15 -16 19 18 20 -17 21 -11 23 24 26 -26 27 -23 -27 -28
right_child=1 -3 -4 -5 -6 6 8 -9 -10 10 -12 -13 -14 14 15 16 -18 -19 -20 -21 -22 22 -24 -25 25 28 29 -29 -30 -31
leaf_value=8.7867437616597342e-08 8.7143054933473029e-08 2.9490497915674041e-07 -2.6467803192531395e-07 -1.417757316414195e-07 1.1760567701912806e-07 -5.1131270302729559e-09 1.1445561824530161e-07 -2.4641729411363803e-07 -6.423858940340921e-08 1.2224326107457274e-07 -2.1802760888552562e-07 1.1753757924928075e-07 -1.7377942317476813e-07 2.3659453079770942e-07 -2.0779637854149624e-07 -1.9553906576635678e-07 2.61731593878624e-07 -2.5606876661754542e-07 2.2107109156621619e-07 5.5292084022440235e-08 -1.3750273748058819e-07 -6.31741667798626e-08 -2.6706705604340185e-07 2.1698843872103125e-07 8.9992141199516107e-08 -6.9605934953642638e-08 2.3584535626165263e-10 3.7871149886757939e-07 -2.6637103244851343e-07 -1.3978721623194207e-07
leaf_weight=37 38 20 25 21 25 34 25 23 32 25 21 22 22 39 38 23 35 20 20 48 20 26 20 31 29 35 2291 21 31 24
leaf_count=37 38 20 25 21 25 34 25 23 32 25 21 22 22 39 38 23 35 20 20 48 20 26 20 31 29 35 2291 21 31 24
internal_value=0 2.9131e-09 -3.80121e-08 -9.24742e-09 6.56562e-09 -1.18185e-08 -4.41727e-08 -1.02481e-07 1.41361e-08 8.8467e-10 -2.69085e-10 1.35252e-09 4.38986e-10 1.81968e-09 4.72577e-08 -4.02108e-09 6.90304e-08 -1.38709e-09 5.92559e-10 -2.59631e-08 -1.13465e-09 -5.7921e-11 -1.27703e-09 8.59544e-10 -1.86736e-09 -8.50941e-08 1.48003e-09 1.34264e-07 -1.62026e-07 -1.2158e-09
internal_weight=0 2899 222 197 176 151 114 57 57 2879 2841 2820 2798 2776 183 144 106 2593 2573 71 2553 2533 2508 2488 2457 95 2362 47 66 2315
internal_count=3121 2899 222 197 176 151 114 57 57 2879 2841 2820 2798 2776 183 144 106 2593 2573 71 2553 2533 2508 2488 2457 95 2362 47 66 2315
is_linear=0
shrinkage=0.1


Tree=9894
num_leaves=31
num_cat=0
split_feature=11 142 132 1185 15 1186 1177 129 1184 130 129 129 129 129 1185 3 147 147 3 3 2 2 16 16 1456 1456 2 52 4 0
split_gain=3.09767e-11 3.51461e-11 3.08857e-11 1.49531e-10 1.17214e-10 3.34823e-11 3.20316e-11 6.69176e-11 1.21057e-10 6.19868e-11 3.64371e-11 5.28856e-11 5.57631e-11 6.71174e-11 4.62178e-11 4.02379e-11 5.82161e-11 6.73294e-11 4.56887e-11 2.45824e-10 1.76976e-10 1.27908e-10 4.15671e-10 2.03419e-10 1.03122e-10 1.54632e-10 1.915e-10 2.45876e-10 1.21806e-10 2.33572e-10
threshold=-0.072629999999999986 -0.057499999999999989 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.083384999999999973 -0.077709999999999987 0.086750000000000008 0.12884500000000002 0.11234000000000001 0.10532000000000001 0.102035 0.096450000000000022 0.086265000000000022 -0.38012499999999999 0.099730000000000027 0.093875000000000014 -0.082594999999999988 -0.082974999999999979 0.085515000000000022 0.11510000000000002 0.054560000000000004 0.63636000000000015 0.0058550000000000008 0.084805000000000019 0.087470000000000006 -0.0055649999999999996 -0.07533999999999999 -0.086934999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -5 -8 9 10 11 12 13 14 15 -9 17 18 19 21 -21 23 -23 -17 28 -26 -27 -28 29 -20
right_child=1 2 3 6 -6 -7 7 8 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 24 20 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-1.2104162382662426e-07 -1.25122910981707e-07 6.0328595817996501e-09 2.7036855629246148e-07 1.1757677344329903e-07 -2.382102139790732e-07 -1.2759812839763505e-07 -1.4699489225241299e-07 -1.1287480257730446e-07 2.4829899117229107e-07 -1.5862598908474487e-07 1.3400424747834178e-07 -1.3254666432932686e-07 1.6177625419479889e-07 -1.6116660890475034e-07 1.5121906757474876e-07 6.471344758678982e-09 1.355783056892919e-07 -1.6842055683612316e-07 -2.2422624361131474e-07 7.6055393140362172e-08 4.4690936120291138e-07 -5.2831911319846848e-08 5.0699179061958993e-07 -3.0868885498117985e-07 -3.4133092245134496e-07 1.7470822130909602e-07 4.0649128343014724e-08 -3.174969755350945e-07 1.7624184487603071e-08 -1.3016707514581076e-08
leaf_weight=21 22 175 21 24 25 21 30 30 20 24 21 29 22 25 21 827 33 23 63 31 22 36 21 21 21 29 41 36 1076 310
leaf_count=21 22 175 21 24 25 21 30 30 20 24 21 29 22 25 21 827 33 23 63 31 22 36 21 21 21 29 41 36 1076 310
internal_value=0 8.22025e-10 1.72222e-09 4.50824e-09 -3.42944e-08 -8.28475e-09 2.5396e-09 1.55778e-09 3.15971e-09 1.38462e-09 2.7872e-09 1.77301e-09 3.22214e-09 1.91374e-09 3.45748e-09 2.27313e-09 3.60689e-09 1.9037e-09 3.44966e-09 2.06722e-08 2.29995e-07 8.4135e-09 1.53419e-07 -1.33333e-09 -7.01935e-09 -9.34227e-08 -4.43089e-08 -1.26796e-07 5.53616e-10 -4.86902e-08
internal_weight=0 3100 3078 2857 221 196 2836 2812 2782 2762 2738 2717 2688 2666 2641 2620 2590 2557 2534 958 53 905 57 848 1576 127 106 77 1449 373
internal_count=3121 3100 3078 2857 221 196 2836 2812 2782 2762 2738 2717 2688 2666 2641 2620 2590 2557 2534 958 53 905 57 848 1576 127 106 77 1449 373
is_linear=0
shrinkage=0.1


Tree=9895
num_leaves=31
num_cat=0
split_feature=132 1186 1185 1203 52 2 52 16 16 132 132 1204 1212 132 1213 403 403 12 4 43 2 402 1209 3 1212 1212 42 0 402 1210
split_gain=2.98192e-11 9.39066e-10 5.20984e-10 1.07014e-10 3.21666e-11 7.2114e-11 4.85613e-11 3.24424e-11 5.07848e-11 4.40621e-11 4.37266e-11 2.87568e-11 1.25822e-10 9.54117e-11 3.35399e-11 2.81652e-10 1.38504e-10 1.22132e-10 2.03765e-10 1.96886e-10 1.39813e-10 8.57893e-11 1.63767e-10 5.27495e-11 4.30056e-11 2.4564e-10 1.68331e-10 2.14474e-10 6.63139e-11 6.37214e-11
threshold=-0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.088730000000000017 0.089575000000000016 0.097385000000000013 0.086450000000000013 -0.097644999999999996 -0.084119999999999986 -0.095229999999999995 -0.40070499999999992 -0.077669999999999989 0.087440000000000004 -0.010289999999999999 0.04198000000000001 -0.5335399999999999 -0.55276999999999987 0.090020000000000017 -0.079329999999999984 -0.018859999999999998 0.092235000000000025 0.15960500000000002 -0.092099999999999987 -0.080564999999999984 -0.092474999999999988 -0.073259999999999978 0.084535000000000013 -0.086729999999999988 -0.45454999999999995 0.11995000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -6 7 -1 -9 10 -10 12 13 -4 16 -16 -13 19 -19 -17 -20 22 -18 -21 26 -26 -24 -28 -27 -30
right_child=2 -3 11 -5 5 -7 -8 8 9 -11 -12 14 -14 -15 15 17 21 18 20 23 -22 -23 24 -25 25 28 27 -29 29 -31
leaf_value=1.0164882323373433e-07 -4.8746348126500874e-07 6.5523976324755048e-07 4.0957467879987989e-08 -2.5287136894647234e-07 -1.9593458387134892e-07 5.230865705837832e-08 1.5603996219159031e-07 -1.6826091769995734e-07 -4.532475024293923e-08 -1.1673756969088346e-07 1.504118486650441e-07 -2.42665662556855e-07 -1.4556585930287321e-07 3.1621758878941363e-07 3.8535243415286206e-07 -3.4186352754710986e-07 2.7857955566495159e-07 3.5535111067019901e-07 -1.8547246500588701e-07 6.1508235569604911e-08 1.3472942659594385e-07 -1.8567731899565842e-07 -1.4289485024986648e-07 -1.2610937868115261e-07 -2.7948037324421192e-07 1.4240233685569593e-07 4.2837975204434999e-07 2.3808976984104164e-08 -1.0154642404981639e-09 -1.8025989010794776e-07
leaf_weight=21 22 22 34 20 25 22 21 22 21 20 25 24 21 20 21 22 21 21 25 47 30 25 26 22 32 32 20 38 2379 20
leaf_count=21 22 22 34 20 25 22 21 22 21 20 25 24 21 20 21 22 21 21 25 47 30 25 26 22 32 32 20 38 2379 20
internal_value=0 3.55878e-08 -2.67919e-09 -3.36119e-08 -8.83686e-09 -7.97356e-08 1.67958e-08 -1.00311e-08 -3.6682e-08 7.17765e-09 6.10538e-08 1.02403e-09 6.21336e-08 1.42906e-07 -6.09919e-10 4.01879e-08 -3.54075e-09 -3.216e-09 9.03611e-08 -8.13683e-08 -1.08169e-08 -1.32749e-09 4.67195e-10 1.68813e-09 -1.82584e-09 -4.22553e-09 6.85365e-08 1.63316e-07 -6.02268e-10 -2.50979e-09
internal_weight=0 219 2902 197 177 47 130 109 88 66 46 2880 75 54 2805 188 2617 167 76 91 55 2593 2568 69 2547 2463 84 58 2431 2399
internal_count=3121 219 2902 197 177 47 130 109 88 66 46 2880 75 54 2805 188 2617 167 76 91 55 2593 2568 69 2547 2463 84 58 2431 2399
is_linear=0
shrinkage=0.1


Tree=9896
num_leaves=31
num_cat=0
split_feature=130 12 132 1185 1203 394 390 52 0 15 130 403 403 1204 105 34 34 34 33 45 142 16 402 133 51 43 394 2 150 16
split_gain=2.78447e-11 7.39191e-11 2.68919e-11 1.77939e-10 1.0051e-10 2.98661e-11 7.39771e-11 2.66087e-11 6.90156e-11 3.98264e-11 3.9625e-11 3.92277e-11 3.01327e-11 4.18579e-11 2.605e-11 5.74412e-11 6.89699e-11 6.65874e-11 1.0836e-10 4.46508e-11 6.43573e-11 3.11966e-11 1.99657e-10 1.52381e-10 1.3828e-10 1.31147e-10 8.72284e-11 8.6282e-11 9.72826e-11 8.35319e-11
threshold=-0.23647499999999996 0.23631000000000002 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.12099999999999998 0.090205000000000007 0.089575000000000016 -0.073309999999999986 -0.10653 0.09364500000000002 -0.020569999999999995 -0.083444999999999991 -0.084344999999999989 0.079510000000000011 -0.08786999999999999 -0.084564999999999987 -0.057544999999999992 -1.0000000180025095e-35 0.094030000000000016 -1.0000000180025095e-35 -0.15241499999999997 0.095140000000000016 -0.054584999999999995 0.081440000000000026 -0.080884999999999985 -0.088129999999999986 0.121465 0.11819500000000001 -0.14322499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 -5 14 9 -9 -2 11 12 13 -11 15 -7 -17 -18 -19 20 -20 22 23 -22 25 -25 -23 28 -27 -28
right_child=1 -3 3 5 -6 6 -8 8 -10 10 -12 -13 -14 -15 -16 16 17 18 19 -21 21 26 -24 24 -26 27 29 -29 -30 -31
leaf_value=-1.1760979020891684e-07 1.1784057394555899e-07 1.8341366889919963e-07 2.9208082829817226e-07 8.9171569827828074e-08 -2.1118075171752287e-07 1.6204596342752418e-07 -1.8824788676446197e-07 -1.7499336133803518e-07 6.4825354481204817e-08 -7.0224373416749591e-08 -1.3749110717667248e-07 1.1627667514925701e-07 -1.2578009819294711e-07 1.1890374674356445e-07 -9.7597131324770705e-08 -1.7262480641455154e-07 1.3271864217681708e-07 -2.3248666135344821e-07 1.7297350725894748e-07 -1.1104340866755333e-07 1.834505804061181e-07 1.8122066382123389e-07 -2.9821634614535245e-07 -1.1890851495981404e-07 -2.5916260959490955e-07 4.0043030152309653e-08 1.6929216098304778e-07 -6.1537689182875487e-08 2.7176467802919868e-07 1.2620411795796806e-09
leaf_weight=20 29 22 21 37 28 22 21 28 21 25 21 27 21 22 27 23 38 20 22 35 38 28 25 81 24 132 30 71 21 2141
leaf_count=20 29 22 21 37 28 22 21 28 21 25 21 27 21 22 27 23 38 20 22 35 38 28 25 81 24 132 30 71 21 2141
internal_value=0 7.63164e-10 -5.41907e-10 2.06321e-09 -3.40681e-08 -8.43122e-11 -1.26419e-09 -8.50545e-09 -7.22139e-08 1.30236e-08 -1.31806e-08 1.42985e-08 -2.61928e-08 1.83037e-08 1.49297e-10 1.10864e-09 -1.88765e-10 1.27688e-09 -5.95232e-10 1.15621e-09 2.65908e-09 1.21295e-09 -2.47761e-08 -6.14934e-09 -2.80484e-08 -9.86239e-09 5.84583e-09 2.95695e-08 7.1848e-08 3.58397e-09
internal_weight=0 3101 3079 2857 222 2836 2799 194 49 145 116 95 68 47 2778 2751 2729 2706 2668 2648 2613 2591 392 367 329 305 2199 224 153 2171
internal_count=3121 3101 3079 2857 222 2836 2799 194 49 145 116 95 68 47 2778 2751 2729 2706 2668 2648 2613 2591 392 367 329 305 2199 224 153 2171
is_linear=0
shrinkage=0.1


Tree=9897
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1177 130 129 1184 394 16 16 1212 16 402 16 12 12 150 4 12 2 160 2 0 9 10 42 150 43 0
split_gain=2.96564e-11 7.8168e-10 4.75151e-10 1.52196e-10 2.99613e-11 5.49391e-11 4.95866e-11 8.84637e-11 3.62143e-11 3.44248e-11 3.85522e-10 1.53934e-10 9.84834e-10 4.02492e-10 1.53887e-10 1.42289e-10 4.22178e-10 2.32595e-10 1.94343e-10 2.33972e-10 1.63777e-10 2.54723e-10 2.43493e-10 1.39648e-10 1.24361e-10 1.81212e-10 1.2036e-10 9.63813e-11 1.32643e-10 9.10292e-11
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.083384999999999973 0.13051000000000004 -0.077709999999999987 0.088135000000000019 0.0047000000000000011 -0.092484999999999984 -0.094359999999999986 -0.089544999999999986 -0.087874999999999981 0.23460000000000003 -0.095964999999999981 0.089085000000000011 0.088045000000000012 0.12068000000000002 0.19806500000000002 0.091475000000000015 0.086330000000000004 0.079055000000000014 0.090545000000000014 -0.057069999999999989 0.092235000000000011 0.0036750000000000007 0.093505000000000019 0.081835000000000019 -0.082064999999999985 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 -6 8 9 10 14 12 -11 24 15 16 17 20 19 -17 21 -8 -22 29 25 -13 -21 28 -24 -20
right_child=2 -3 4 -5 5 -7 7 -9 -10 11 -12 13 -14 -15 -16 18 -18 -19 23 26 22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.3544264015660978e-09 -4.6563766524989413e-07 6.156106081789404e-07 1.1213257238296138e-07 -2.8758955721741592e-07 -1.2669951715338357e-07 -1.5399624779231247e-07 -8.8550387156161042e-09 2.0702611901616104e-07 1.0514168337319021e-07 6.9964027797136228e-07 -3.4295816596292236e-07 4.6509207473914604e-09 -5.4600521072042544e-08 -4.067399525335229e-07 2.2707199868981273e-07 4.4472877350058719e-07 -4.7158033683300263e-07 2.944221460087316e-07 2.083626492781618e-08 -4.4977791375799829e-08 -3.4209306299499764e-07 3.7661649969322754e-07 -2.1907566926310446e-07 1.9413107313681621e-07 -2.4278025300361606e-07 3.0001985146825633e-07 2.0706075179393539e-07 -1.8538624214583945e-07 2.2862951010408105e-08 -1.9702091814172658e-07
leaf_weight=178 22 21 24 20 30 23 120 21 33 23 35 1905 70 24 28 22 22 22 34 40 33 20 27 20 20 21 36 42 141 44
leaf_count=178 22 21 24 20 30 23 120 21 33 23 35 1905 70 24 28 22 22 22 34 40 33 20 27 20 20 21 36 42 141 44
internal_value=0 3.54937e-08 -2.66867e-09 -2.60339e-08 8.67903e-10 -6.70941e-11 1.1826e-09 2.55129e-09 1.00781e-09 -2.4225e-10 -1.96482e-08 6.21074e-09 1.31932e-07 2.75663e-10 -2.26599e-09 -1.25733e-08 -4.49518e-08 -2.17769e-08 5.79655e-08 1.57542e-07 -3.99398e-08 4.62123e-08 -8.95747e-08 -4.16109e-08 5.29538e-09 7.87145e-09 7.44089e-08 -4.98933e-08 -1.602e-08 -1.02058e-07
internal_weight=0 219 2902 198 2880 2856 2833 2803 2782 2749 686 2063 93 1970 651 623 427 405 196 98 383 140 243 98 1946 1926 76 210 168 78
internal_count=3121 219 2902 198 2880 2856 2833 2803 2782 2749 686 2063 93 1970 651 623 427 405 196 98 383 140 243 98 1946 1926 76 210 168 78
is_linear=0
shrinkage=0.1


Tree=9898
num_leaves=31
num_cat=0
split_feature=448 0 46 1428 475 475 50 50 158 52 133 133 159 160 52 52 1447 13 376 1447 403 1447 480 50 50 43 16 51 51 50
split_gain=3.01407e-11 4.84709e-11 3.54345e-11 4.65853e-11 1.14157e-10 5.03365e-11 4.53096e-11 5.75148e-11 3.34713e-11 4.42521e-11 3.541e-10 7.61143e-10 6.37633e-10 1.09785e-10 8.27032e-11 1.24433e-10 8.03805e-11 1.56681e-10 6.19024e-11 5.01093e-11 1.58536e-10 1.22179e-10 4.91911e-11 4.31195e-11 1.26726e-10 1.55337e-10 8.05047e-11 5.19786e-11 2.04891e-10 5.99314e-11
threshold=0.068920000000000023 -0.26609999999999995 0.084955000000000017 -0.020064999999999996 0.05680000000000001 0.12365000000000002 0.14026500000000003 0.13612500000000002 -0.47336999999999996 0.4099850000000001 0.087625000000000022 0.092845000000000011 -0.20761999999999997 -0.072114999999999985 0.31405000000000005 0.26746000000000009 -0.086849999999999997 -0.086919999999999983 0.11690000000000002 -0.086279999999999982 -0.56738999999999995 -0.085539999999999991 -0.068944999999999992 0.11863000000000001 0.11084500000000001 -0.025214999999999998 -0.06421499999999998 0.10614000000000001 0.12229000000000002 0.10727500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 -5 14 12 -12 13 -11 15 16 17 -10 19 -18 -21 -22 -23 24 27 -26 -25 29 -29 -24
right_child=-2 2 -4 5 -6 -7 -8 -9 9 10 11 -13 -14 -15 -16 -17 18 -19 -20 20 21 22 23 26 25 -27 -28 28 -30 -31
leaf_value=1.486935757229317e-07 -1.2236816559152431e-07 4.3423284997364436e-08 9.5699224432696386e-08 1.2779968361797955e-07 -2.800639060751564e-07 1.3856816947894076e-07 -1.1595755701003275e-07 1.5431936345085736e-07 -6.4773011187158912e-08 8.8748454053578885e-08 6.3237087061907009e-07 -1.4943538664538485e-07 -6.4724620136241195e-07 -1.793866835861571e-07 1.4534333105258996e-07 -1.8865513780497168e-07 -1.5307805915783362e-07 2.6571848510403839e-07 1.7380717210357943e-07 2.6578077190399865e-07 -2.4402814712435169e-07 -1.195581417131767e-07 -2.3396561195522925e-09 -2.4694008573078461e-07 -9.5363758263870723e-09 3.7552960527875714e-07 1.9922618303798329e-08 2.9185468510511166e-07 -6.2703738935035799e-08 -1.7203443589897646e-07
leaf_weight=22 20 24 38 20 20 26 34 24 26 37 20 33 22 26 39 35 22 32 20 22 21 35 2327 20 22 20 26 28 39 21
leaf_count=22 20 24 38 20 20 26 34 24 26 37 20 33 22 26 39 35 22 32 20 22 21 35 2327 20 22 20 26 28 39 21
internal_value=0 7.88471e-10 -2.68338e-10 -1.46754e-09 -1.03616e-07 3.21445e-11 -1.18022e-09 1.48492e-10 -1.12171e-09 -2.01298e-09 -5.72734e-08 1.45586e-07 -1.83762e-07 -2.19105e-08 7.5506e-10 -1.32113e-09 1.12448e-09 1.17567e-07 -1.45031e-09 -2.79689e-09 -1.51592e-09 -3.8139e-09 -1.82631e-09 -1.8004e-10 1.61586e-09 1.73828e-07 -9.61046e-08 -1.37914e-09 8.54699e-08 -3.85737e-09
internal_weight=0 3101 3079 3041 44 2997 2971 2937 2913 2893 138 53 85 63 2755 2716 2681 58 2623 2603 2581 2559 2538 2503 2457 42 46 2415 67 2348
internal_count=3121 3101 3079 3041 44 2997 2971 2937 2913 2893 138 53 85 63 2755 2716 2681 58 2623 2603 2581 2559 2538 2503 2457 42 46 2415 67 2348
is_linear=0
shrinkage=0.1


Tree=9899
num_leaves=31
num_cat=0
split_feature=390 12 1186 4 132 50 393 1203 16 128 403 42 128 120 130 52 33 43 1371 1371 1373 150 160 1375 150 42 129 457 150 42
split_gain=2.86405e-11 1.10093e-10 3.05471e-11 1.90265e-10 9.12077e-11 1.35661e-09 7.27191e-10 9.26629e-11 4.14723e-11 3.64728e-11 1.20697e-10 6.90265e-11 5.99063e-11 3.26552e-11 5.0093e-11 4.90895e-11 4.72142e-11 4.03148e-11 2.8047e-10 2.07298e-10 1.07214e-10 1.05666e-10 1.09253e-10 1.02226e-10 1.01944e-10 9.39165e-11 1.72599e-10 1.08098e-10 8.68745e-11 1.54546e-10
threshold=0.087590000000000015 0.088485000000000022 0.057025000000000006 -0.082349999999999993 -0.083284999999999984 0.10022000000000002 0.11213000000000002 0.085960000000000023 -0.059624999999999991 0.10378000000000003 -0.048229999999999988 -0.09693499999999998 0.10001500000000001 1.0000000180025095e-35 -0.22229499999999999 -1.0000000180025095e-35 -0.044254999999999996 -0.081944999999999976 0.083235000000000017 0.083235000000000017 1.0000000180025095e-35 0.10699000000000002 -0.075414999999999982 -0.13067499999999996 0.12416000000000001 -0.092459999999999987 0.080675000000000011 0.10021000000000001 0.087865000000000013 0.084435000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 7 9 -1 -5 12 -11 -12 13 14 -6 -15 -16 19 20 21 23 28 -23 -19 25 26 -25 -27 -18 -30
right_child=1 -3 3 8 6 -7 -8 -9 -10 10 11 -13 -14 15 16 -17 17 18 -20 -21 -22 22 -24 24 -26 27 -28 -29 29 -31
leaf_value=9.3348255633916161e-09 -7.9372535743971192e-08 2.1763898239157697e-07 -2.6164967020273859e-07 1.4074692418620105e-07 1.5476980743350007e-07 8.4684738240525807e-07 -5.9046178296826153e-07 -1.8893990372248481e-07 -3.9919265211925867e-08 2.7949003793992234e-07 -9.7523402874845931e-08 1.2136586502720092e-07 -1.6998375989325206e-07 2.0683325416825937e-08 1.5275949444060189e-07 -2.0087814736058363e-07 7.2578154303598175e-09 -1.9825150613225366e-07 -3.5659391170136826e-07 3.0695906379681526e-07 1.6330238127994637e-07 -3.1486713908179809e-07 8.0679788022114902e-09 3.3611900275590501e-07 1.9902655535493828e-07 -9.5602895126896807e-09 -3.8175699401676871e-08 -2.2787372529982664e-07 -4.7924158707246534e-08 2.8624929883342765e-07
leaf_weight=149 24 26 30 27 21 20 21 28 24 20 34 25 21 20 20 20 650 28 23 24 37 20 22 22 24 1634 28 23 25 31
leaf_count=149 24 26 30 27 21 20 21 28 24 20 34 25 21 20 20 20 650 28 23 24 37 20 22 22 24 1634 28 23 25 31
internal_value=0 7.50735e-08 -1.22436e-09 -6.18196e-08 4.17178e-10 6.61803e-08 -4.22132e-09 -2.20307e-08 5.57275e-08 2.19892e-10 6.71918e-08 -4.77371e-09 -1.74475e-09 -4.22512e-10 9.40328e-10 -9.00974e-08 -2.96906e-10 -1.47835e-09 -9.60461e-09 1.76689e-08 -5.16098e-09 8.38684e-09 -1.45711e-07 -8.70456e-09 -5.63852e-09 -8.51606e-09 1.26514e-07 -1.25906e-08 1.75541e-08 1.37065e-07
internal_weight=0 50 3071 81 2990 197 2793 177 51 2772 79 59 2693 2672 2632 40 2611 2591 1819 772 1796 748 42 1759 1731 1707 50 1657 706 56
internal_count=3121 50 3071 81 2990 197 2793 177 51 2772 79 59 2693 2672 2632 40 2611 2591 1819 772 1796 748 42 1759 1731 1707 50 1657 706 56
is_linear=0
shrinkage=0.1


Tree=9900
num_leaves=31
num_cat=0
split_feature=132 1185 1203 12 48 13 1186 16 0 130 121 40 16 42 96 34 9 45 11 9 10 16 2 9 39 39 43 15 1 151
split_gain=3.38794e-11 2.18094e-10 1.02566e-10 3.07649e-11 2.97026e-11 5.43755e-11 2.99004e-11 3.40366e-11 5.15356e-11 2.81692e-11 6.74147e-11 3.18708e-11 9.65766e-11 6.08938e-11 3.74654e-11 4.72863e-11 7.61385e-11 5.31426e-11 2.94261e-10 4.18067e-11 1.17978e-10 1.89232e-09 1.08977e-10 5.37983e-11 3.87701e-11 1.43818e-10 1.06684e-10 1.53241e-10 1.35406e-10 5.08459e-11
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11418000000000002 0.086125000000000021 -0.00096999999999999983 -0.010834999999999999 -0.090764999999999985 -0.082724999999999979 -0.23647499999999996 -0.088279999999999983 0.10611000000000002 -0.073849999999999985 -0.23108499999999998 0.088850000000000026 -0.097449999999999981 -0.092939999999999981 0.094030000000000016 -1.0000000180025095e-35 0.091600000000000015 -0.0093599999999999985 -0.056919999999999991 -0.033169999999999991 -0.013509999999999999 0.087150000000000019 0.085220000000000004 -0.052894999999999991 -0.090644999999999989 0.095285000000000022 -0.085134999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8 -9 -3 -11 13 -13 -12 15 -15 -17 18 -18 20 21 -20 -22 -24 25 29 27 -26 -28 -25
right_child=1 9 -4 -5 -6 -7 7 8 -10 10 11 12 -14 14 -16 16 17 -19 19 -21 22 -23 23 24 26 -27 28 -29 -30 -31
leaf_value=8.1847099840461262e-08 3.2397872771417457e-07 -1.1772488981875995e-07 -2.2031728649517811e-07 -9.1797863961008448e-08 -1.0628374926824336e-07 1.5128240394064793e-07 6.4910874372166608e-08 -1.9513030242434152e-07 -2.4356240706830639e-09 1.6486122120795701e-07 1.3836457388727296e-07 6.2177475519609692e-08 -2.4486840366932943e-07 1.2995235181278987e-07 -1.3035635601258119e-07 -1.9034298657873349e-07 3.7522601917858299e-07 -1.2530940222435759e-07 -3.0457327571614063e-07 -1.0472442061140293e-07 -2.1437171504601338e-07 8.7262351771952059e-07 1.6308807229137301e-07 4.0952889812021718e-08 2.8601402257819203e-07 -2.7127387362213542e-07 1.0738516510199447e-07 -4.0126238047832891e-08 -2.2200630003984166e-07 -6.9896816369636223e-09
leaf_weight=28 21 20 27 39 20 27 23 23 35 25 32 21 20 28 22 21 21 33 36 38 24 22 20 247 34 20 26 25 24 2119
leaf_count=28 21 20 27 39 20 27 23 23 35 25 32 21 20 28 22 21 21 33 36 38 24 22 20 247 34 20 26 25 24 2119
internal_value=0 2.88344e-09 -3.765e-08 -1.23576e-08 7.5024e-09 2.42357e-08 -7.23463e-09 -3.80283e-08 -7.8849e-08 5.40495e-10 1.3681e-09 -7.46519e-11 -8.7601e-08 1.21066e-09 -3.79534e-10 6.64838e-10 -6.70974e-10 8.10287e-10 2.37729e-09 -5.94183e-10 9.29478e-10 1.4195e-07 -2.29194e-09 -2.68113e-10 -1.57758e-09 -4.24193e-09 5.67448e-08 1.47819e-07 -5.07227e-08 -1.98469e-09
internal_weight=0 2899 222 195 156 136 109 81 58 2878 2858 2833 41 2792 2760 2738 2710 2689 2656 2635 2597 58 2539 2515 2495 2386 109 59 50 2366
internal_count=3121 2899 222 195 156 136 109 81 58 2878 2858 2833 41 2792 2760 2738 2710 2689 2656 2635 2597 58 2539 2515 2495 2386 109 59 50 2366
is_linear=0
shrinkage=0.1


Tree=9901
num_leaves=31
num_cat=0
split_feature=11 34 34 97 33 34 2 16 15 14 14 1456 3 2 376 1 47 376 4 4 3 2 2 16 16 48 150 48 16 16
split_gain=3.68302e-11 3.10026e-11 4.07738e-11 2.8035e-10 1.01529e-10 5.20633e-11 3.36676e-11 3.75313e-10 3.40074e-10 3.4563e-11 1.08113e-10 9.74674e-11 7.53592e-11 1.95948e-10 4.28289e-11 6.33085e-11 6.93033e-11 4.78241e-11 5.36633e-11 4.87491e-11 5.11122e-11 1.1911e-10 4.05125e-10 1.2597e-10 2.16658e-10 6.52455e-11 3.58331e-10 2.02687e-10 1.2468e-10 1.08717e-10
threshold=-0.072629999999999986 -0.112215 -0.057544999999999992 -0.079444999999999988 -1.0000000180025095e-35 -0.083689999999999987 -1.0000000180025095e-35 -0.056919999999999991 -0.41942499999999994 -0.31058999999999998 -0.23960999999999996 0.12676500000000004 0.10299500000000002 0.13404500000000005 0.11430500000000002 0.15799000000000005 0.13975500000000002 0.088470000000000007 0.50822500000000004 0.41816000000000003 0.10893000000000001 0.11411 0.10644500000000001 -0.06421499999999998 -0.096824999999999981 -0.074214999999999989 0.085455000000000017 -0.0046349999999999994 -0.0048099999999999992 -0.0092699999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 7 8 -6 12 -11 14 13 -8 15 16 17 18 19 20 25 22 -22 24 -23 26 28 -27 29 -12
right_child=1 2 4 -5 6 -7 9 -9 -10 10 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-1.3199273888901752e-07 -9.861599999974335e-08 -1.3882196214021587e-07 -2.2443863841203896e-07 3.8340852453546046e-07 8.0883584932625704e-10 6.7926414647531822e-08 -3.7939468882086659e-07 -2.3048942123464428e-07 5.3736558808195482e-07 2.3333549783899346e-07 6.741219089458982e-08 -1.9656212288055033e-07 8.0823082889171779e-08 2.7473679974699234e-08 1.4404378435848404e-07 -1.7227555116641099e-07 1.787897996440403e-07 -1.4973783344257322e-07 1.2849584149033821e-07 -1.1079364476347274e-07 -6.4769203764046189e-08 8.5500734741117413e-08 4.2236275749385846e-07 1.2384484667412229e-07 -3.7996464953948815e-07 2.971419419850463e-07 -4.4698662132905809e-07 -1.149834050812914e-09 2.3484062481315961e-07 -2.2738518881934314e-07
leaf_weight=21 31 29 20 21 27 21 20 27 21 20 29 25 23 29 21 21 22 21 33 39 38 20 31 30 20 23 21 2375 20 22
leaf_count=21 31 29 20 21 27 21 20 27 21 20 29 25 23 29 21 21 22 21 33 39 38 20 31 30 20 23 21 2375 20 22
internal_value=0 8.86951e-10 1.89203e-09 7.67915e-08 1.18228e-10 -5.19876e-08 1.62633e-09 6.77774e-08 2.35552e-07 -8.27007e-11 1.65742e-09 9.04874e-12 -6.85031e-08 -1.38595e-07 1.77297e-09 6.9243e-10 2.01616e-09 5.87429e-10 1.75619e-09 1.88573e-10 1.83494e-09 6.08495e-08 1.54087e-07 -3.10562e-08 -1.47232e-07 -1.45945e-09 -8.41025e-08 1.71118e-09 2.32295e-08 -5.97553e-08
internal_weight=0 3100 3069 71 2998 50 2978 75 48 2903 2831 2811 72 49 2786 2765 2744 2722 2701 2668 2629 139 69 70 40 2490 92 2398 71 51
internal_count=3121 3100 3069 71 2998 50 2978 75 48 2903 2831 2811 72 49 2786 2765 2744 2722 2701 2668 2629 139 69 70 40 2490 92 2398 71 51
is_linear=0
shrinkage=0.1


Tree=9902
num_leaves=31
num_cat=0
split_feature=1348 448 483 42 42 42 42 42 97 1447 403 2 42 15 42 15 2 481 2 43 484 158 4 4 43 0 0 12 15 15
split_gain=3.14392e-11 4.50354e-11 4.3796e-11 3.88095e-11 5.82835e-10 3.59805e-10 1.19299e-10 2.2085e-10 1.2485e-10 1.17779e-10 2.58864e-10 1.27258e-10 9.24328e-10 1.00918e-09 3.94035e-10 4.62061e-10 3.21791e-10 2.87884e-10 2.55866e-10 1.79737e-10 2.60337e-10 2.21524e-10 2.06333e-10 1.82782e-10 2.27542e-10 3.45243e-10 1.95234e-10 2.43607e-10 2.13301e-10 1.45959e-10
threshold=0.095915000000000014 0.056825000000000007 -0.47522499999999995 0.086950000000000013 0.087195000000000009 0.086730000000000015 0.087505000000000013 0.087745000000000004 -0.079444999999999988 -0.086279999999999982 -0.55157999999999985 0.091055000000000011 0.090395000000000017 -0.028889999999999996 0.093175000000000022 1.0000000180025095e-35 0.089725000000000013 -0.085784999999999986 0.092875000000000013 -0.23714499999999997 0.090535000000000018 0.081640000000000018 -0.078439999999999996 -0.072334999999999997 0.0041500000000000009 -0.069954999999999976 -0.077809999999999976 0.094225000000000017 -0.066844999999999988 0.11728000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -6 -8 -9 -10 -11 16 13 -13 15 -14 17 -12 -16 -20 21 22 -21 -24 26 -26 27 -25 -28 -19
right_child=-2 -3 3 4 6 -7 7 8 9 10 11 12 14 -15 18 -17 -18 29 19 20 -22 -23 23 24 25 -27 28 -29 -30 -31
leaf_value=-1.3762512014266023e-07 -1.1912067705566187e-07 1.4679152061922824e-07 -3.1400187772106134e-09 5.5092354372732194e-07 1.9319085202965019e-07 -4.2945544549866103e-07 -2.6730871970433631e-07 -2.3927746283902707e-07 -1.9687977448676556e-07 3.4309961923402932e-07 -3.6304605801195159e-07 7.5887623651738073e-08 -4.7241617728843721e-08 1.0059454988464723e-06 3.6419458030215304e-07 -6.2693503679156491e-07 -3.0869794930727288e-07 1.22307544952664e-09 2.8784452408474508e-07 -3.0422040593759363e-07 -2.7648154066410361e-07 2.6808564988848902e-07 2.7827957126191906e-07 4.7170945668047661e-09 -4.7405217853595433e-07 2.1937920892235577e-08 1.0919905270932098e-07 4.6014973155874749e-07 -2.3326918838414889e-07 2.4583162434929853e-07
leaf_weight=23 22 21 1953 20 33 20 30 20 26 24 21 28 44 20 23 20 37 395 23 21 31 34 25 24 23 36 44 23 31 26
leaf_count=23 22 21 1953 20 33 20 30 20 26 24 21 28 44 20 23 20 37 395 23 21 31 34 25 24 23 36 44 23 31 26
internal_value=0 8.45888e-10 -1.49842e-10 8.8516e-10 1.61051e-08 -7.46151e-09 6.0332e-09 3.10595e-11 8.05928e-09 1.31121e-08 1.88412e-08 1.04642e-08 4.86496e-08 4.63412e-07 -8.74266e-10 -2.28396e-07 -2.54093e-08 -1.69509e-09 4.22067e-08 1.86965e-08 -2.5035e-09 3.0038e-08 -5.61677e-09 2.48234e-08 -1.01844e-08 -1.71414e-07 6.77874e-08 2.27588e-07 -3.23545e-08 1.63295e-08
internal_weight=0 3099 3078 3055 1082 1973 1062 1029 999 979 953 929 450 48 402 64 479 442 338 315 292 261 227 206 181 59 122 47 75 421
internal_count=3121 3099 3078 3055 1082 1973 1062 1029 999 979 953 929 450 48 402 64 479 442 338 315 292 261 227 206 181 59 122 47 75 421
is_linear=0
shrinkage=0.1


Tree=9903
num_leaves=31
num_cat=0
split_feature=448 1348 401 1211 50 133 132 15 393 402 402 0 43 2 13 402 1208 133 130 40 42 42 402 43 133 42 42 42 41 33
split_gain=3.25365e-11 3.75922e-11 3.21803e-11 3.69809e-11 2.88899e-10 6.4761e-11 4.74898e-11 1.97868e-10 1.3343e-10 3.47592e-11 4.74377e-11 2.67899e-10 3.79513e-10 1.27393e-10 1.51114e-10 9.34728e-11 1.05621e-10 5.0375e-11 4.6133e-11 6.84408e-11 4.62009e-11 1.45083e-10 1.26143e-10 9.32739e-11 1.78387e-10 1.48493e-10 1.16428e-10 8.10011e-11 6.83704e-11 9.40966e-11
threshold=0.030280000000000001 0.091105000000000005 -0.47263499999999997 0.11048500000000001 0.092855000000000007 -0.10066499999999999 -0.083284999999999984 0.091475000000000015 0.12069000000000002 -0.45015499999999992 -0.094124999999999986 -0.086284999999999987 -0.0024749999999999993 0.091055000000000011 -0.013304999999999999 -0.088494999999999976 0.10233500000000001 0.39371500000000009 -0.23123999999999997 -0.24290999999999999 0.10024000000000001 0.10306000000000001 0.020685000000000005 -0.0064299999999999991 0.11667000000000001 0.11603500000000001 0.11387000000000001 0.09858500000000002 0.088520000000000015 -0.0066799999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 7 -4 9 -8 11 -11 13 14 -13 -12 17 18 -17 -20 27 -22 23 24 25 -23 -25 28 29 -21
right_child=-2 -3 3 4 -6 -7 8 -9 -10 10 15 12 -14 -15 -16 16 -18 -19 19 20 21 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-1.1540520826377095e-07 -1.0542822508341488e-07 1.1633325020759295e-07 -8.9064463789752829e-09 6.9851076551169016e-08 3.9350050570874376e-07 -1.6128167435643566e-07 -9.4214197070797183e-08 -2.9404716091871061e-07 2.5379326221549754e-07 -2.4015374805822868e-07 -1.9329310362081743e-07 -2.2632409687267447e-07 4.7943409953177252e-07 2.1995138285528052e-07 9.9773049460812534e-08 1.5160333191488462e-07 2.1434094596597589e-07 -1.5900380240907454e-07 -1.851247048989535e-07 1.792200651670069e-07 2.4551123500358582e-07 -4.8200127751711498e-08 -2.0749518030341912e-07 3.2675014112597145e-07 -2.5027442459209703e-07 2.4970218269707539e-07 2.3878639439089967e-08 -1.7896063461911092e-07 -1.8101716927092292e-07 -2.1026999098345668e-09
leaf_weight=24 29 28 186 22 20 27 38 28 21 24 25 27 24 24 30 20 23 20 20 29 31 44 23 22 24 27 30 26 21 2184
leaf_count=24 29 28 186 22 20 27 38 28 21 24 25 27 24 24 30 20 23 20 20 29 31 44 23 22 24 27 30 26 21 2184
internal_value=0 9.89322e-10 -6.47347e-11 8.45848e-10 7.32193e-08 -5.75078e-08 -8.34988e-10 -4.62146e-08 2.6874e-09 7.60055e-10 2.09772e-09 6.12713e-08 1.30168e-07 2.66824e-08 -5.4694e-08 -8.73629e-10 1.01729e-09 -9.28944e-10 3.3515e-10 -8.84263e-10 6.13018e-10 4.65567e-08 1.02767e-08 4.43499e-08 -1.45835e-08 6.50867e-08 1.52017e-07 -3.47312e-09 -1.43074e-09 2.73423e-10
internal_weight=0 3092 3064 3040 69 49 2971 214 2757 2736 2698 129 105 81 57 2569 2544 2521 2501 2481 2461 201 170 147 95 71 52 2260 2234 2213
internal_count=3121 3092 3064 3040 69 49 2971 214 2757 2736 2698 129 105 81 57 2569 2544 2521 2501 2481 2461 201 170 147 95 71 52 2260 2234 2213
is_linear=0
shrinkage=0.1


Tree=9904
num_leaves=31
num_cat=0
split_feature=11 130 2 105 34 1 1 9 131 1 1184 9 33 2 9 376 376 40 374 2 132 1186 1185 52 455 14 158 44 147 447
split_gain=3.4324e-11 3.15227e-11 8.99941e-11 3.11556e-11 3.78658e-11 3.27274e-11 1.15413e-10 8.91545e-11 5.97513e-11 5.10462e-11 6.25155e-11 5.65927e-11 5.24514e-11 7.87919e-11 2.52177e-10 4.66743e-11 5.55358e-11 6.53227e-11 5.45388e-11 5.38876e-11 4.8633e-11 8.72776e-10 4.34997e-10 1.05205e-10 5.91953e-11 5.67313e-11 1.46996e-10 6.06048e-11 5.74022e-11 7.34793e-11
threshold=-0.072629999999999986 -0.23647499999999996 0.31765000000000004 0.079510000000000011 -0.08786999999999999 0.13743000000000002 0.13968000000000003 0.092890000000000014 0.13857500000000003 0.13471500000000003 0.088135000000000019 0.088235000000000022 1.0000000180025095e-35 -0.0050599999999999994 -0.036024999999999995 0.092115000000000016 0.049360000000000008 -0.083564999999999987 0.085145000000000012 0.10527500000000002 -0.083284999999999984 1.0000000180025095e-35 -0.083264999999999992 0.11125500000000001 0.090605000000000019 -0.31455999999999995 -0.47382999999999992 0.084760000000000016 0.097985000000000017 0.089635000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 8 9 10 11 12 13 14 -6 16 17 -15 20 -18 21 23 -22 -19 25 -24 -27 28 29 -28
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 -12 -13 -14 15 -16 -17 19 18 -20 -21 22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-1.2741584647474588e-07 -1.2427560911021374e-07 1.2888812586484363e-07 2.0320533942388219e-07 -1.2115831991433794e-07 -6.6665593328812739e-08 -2.5798037290252812e-07 -5.2203596464330469e-09 1.9026410259925798e-07 -1.7164267347880015e-07 1.3380469440484189e-07 -1.5389486854097902e-07 -1.6572314908813724e-07 -1.5069484569287606e-07 -1.4090141933209566e-07 4.0182940463040496e-07 -1.3975046415551968e-07 1.6845024561554021e-07 6.6717021424313225e-09 1.5615754945362489e-07 -2.4543769173567894e-08 -4.4507800318817977e-07 6.7533430478050607e-07 1.415316837695611e-07 -2.3183434458522765e-07 1.5791174353315304e-07 -2.7159701048162789e-07 -1.2684948396010339e-09 1.7400715750071073e-07 -1.5466686787609281e-07 1.5895587224410348e-07
leaf_weight=21 20 23 22 21 27 22 101 25 20 29 26 20 22 32 20 23 39 155 23 23 22 20 28 21 24 20 2199 20 24 29
leaf_count=21 20 23 22 21 27 22 101 25 20 29 26 20 22 32 20 23 39 155 23 23 22 20 28 21 24 20 2199 20 24 29
internal_value=0 8.63022e-10 1.67561e-09 2.25757e-10 1.06509e-09 8.96688e-11 -5.04295e-08 2.23905e-09 5.98913e-10 1.80932e-09 4.5048e-10 1.88831e-09 3.09806e-09 4.32885e-09 1.32694e-07 2.096e-09 3.3138e-09 1.09767e-09 2.85549e-09 9.68557e-08 1.47925e-09 4.93484e-08 -2.48624e-09 -2.17864e-08 1.66778e-09 5.14592e-11 -1.67692e-09 6.99137e-10 -8.40011e-10 8.17011e-10
internal_weight=0 3100 3080 3058 3037 3014 123 2891 2866 2846 2817 2791 2771 2749 47 2702 2679 2617 2585 62 2562 196 2366 176 2344 2320 2292 2272 2252 2228
internal_count=3121 3100 3080 3058 3037 3014 123 2891 2866 2846 2817 2791 2771 2749 47 2702 2679 2617 2585 62 2562 196 2366 176 2344 2320 2292 2272 2252 2228
is_linear=0
shrinkage=0.1


Tree=9905
num_leaves=31
num_cat=0
split_feature=33 34 34 11 9 4 1348 448 447 50 2 50 132 15 394 1186 1132 14 14 1428 12 159 131 0 0 1 52 131 154 1419
split_gain=3.34356e-11 4.25599e-11 3.51864e-11 3.82285e-11 3.25964e-11 8.47697e-11 3.37783e-11 3.98103e-11 3.74238e-11 3.38204e-11 1.08813e-10 6.2768e-11 3.12987e-11 8.21499e-10 4.24136e-10 1.50491e-10 3.81244e-11 3.66296e-11 8.55045e-11 9.23205e-11 1.32471e-10 7.57892e-11 6.12401e-11 6.01935e-11 2.14881e-10 1.50225e-10 1.282e-10 6.76387e-11 5.92111e-11 5.3269e-11
threshold=-0.009184999999999997 -0.112215 -0.085644999999999985 -1.0000000180025095e-35 0.088235000000000022 0.42642000000000008 0.095915000000000014 0.056825000000000007 0.091515000000000013 0.13767000000000004 0.10402500000000002 0.13522500000000001 -0.083284999999999984 0.091650000000000023 0.12358500000000001 0.0044650000000000011 1.0000000180025095e-35 -0.31455999999999995 -0.23960999999999996 -0.020064999999999996 0.091715000000000005 0.10862000000000001 0.13695500000000002 0.12358500000000001 0.10455500000000001 0.10293500000000001 -0.082554999999999976 0.12193000000000001 0.084190000000000001 0.089680000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 8 9 11 -11 12 13 15 16 -5 17 21 -19 20 -20 -14 23 24 27 26 -25 28 29 -21
right_child=1 2 3 4 5 -7 -8 -9 -10 10 -12 -13 14 -15 -16 -17 -18 18 19 22 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-1.0333456103698184e-07 -1.3755262903652527e-07 1.3423925032896025e-07 -1.3017823153983377e-07 -4.1040346199018664e-09 2.3548453173459294e-07 -2.6475557367196723e-08 -1.2875914393362109e-07 1.3883341013963348e-07 -1.1046116374776224e-07 8.3091329345235795e-08 -1.8698412345332015e-07 1.6791340986243164e-07 -1.8727575589849721e-07 5.6491998924238596e-07 -4.5965058532715379e-07 -2.9515465826079891e-07 1.2083724214491028e-07 2.0412292568174791e-07 -3.3198891998154071e-07 3.6701006262870915e-09 1.9908594842253596e-08 4.3663896202398675e-08 1.4604004566839045e-07 -2.1159236186204824e-07 -2.8152322497232023e-07 2.3509618904726222e-07 8.4058351261391681e-08 -1.6837619561418093e-07 -1.5927485709322687e-07 1.2979981860058507e-07
leaf_weight=31 22 20 22 159 21 30 20 21 30 26 35 23 30 26 20 20 27 21 20 2207 23 27 30 22 27 38 44 23 22 34
leaf_count=31 22 20 22 159 21 30 20 21 30 26 35 23 30 26 20 20 27 21 20 2207 23 27 30 22 27 38 44 23 22 34
internal_value=0 1.03914e-09 2.03295e-09 1.16546e-09 2.12037e-09 8.13904e-08 7.61454e-10 1.63807e-09 6.56103e-10 1.80401e-09 -7.187e-08 3.38477e-09 2.04287e-09 3.96697e-08 -9.06838e-10 -3.66237e-08 2.62876e-09 1.38591e-09 3.18533e-09 1.49068e-09 -1.43765e-07 -7.78833e-08 4.04318e-09 2.28071e-09 -1.06559e-09 7.67038e-08 -1.44919e-08 2.2469e-09 3.98102e-09 5.58372e-09
internal_weight=0 3090 3068 3048 3026 51 2975 2955 2934 2904 61 2843 2820 205 2615 179 2595 2568 2511 2490 43 57 2447 2417 2313 104 66 2286 2263 2241
internal_count=3121 3090 3068 3048 3026 51 2975 2955 2934 2904 61 2843 2820 205 2615 179 2595 2568 2511 2490 43 57 2447 2417 2313 104 66 2286 2263 2241
is_linear=0
shrinkage=0.1


Tree=9906
num_leaves=31
num_cat=0
split_feature=448 1348 132 1185 15 1186 132 0 12 12 399 1429 1420 1429 15 156 1429 154 474 39 39 33 47 47 47 474 1452 43 43 3
split_gain=3.28929e-11 3.33708e-11 3.0862e-11 2.3594e-10 1.06683e-10 6.43852e-11 3.41396e-11 3.87121e-11 3.3928e-11 5.59959e-11 3.80332e-11 2.81463e-11 9.90409e-11 5.14042e-11 1.67823e-10 1.48544e-10 7.50104e-11 6.22009e-11 8.25412e-11 7.44544e-11 1.59146e-10 1.51067e-10 5.55279e-11 3.13509e-10 3.01219e-10 6.37591e-11 6.20734e-11 6.1402e-11 2.21946e-10 7.06718e-10
threshold=0.030280000000000001 0.091105000000000005 -0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 -0.085749999999999979 -0.09515499999999999 0.11418000000000002 0.090695000000000012 0.085965000000000014 0.12521000000000002 -0.086589999999999986 0.091270000000000004 -0.020484999999999996 -0.065739999999999979 0.087785000000000016 0.085530000000000009 -0.25711499999999993 -1.0000000180025095e-35 -0.078159999999999993 -0.009184999999999997 0.094160000000000008 0.09717000000000002 0.090100000000000013 -0.095399999999999985 -0.073879999999999987 -0.081674999999999984 -0.08287499999999999 -0.082234999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 9 10 -9 12 -5 16 15 -15 17 18 -14 20 -20 -21 24 -24 25 -23 -27 28 -28 -30
right_child=-2 -3 3 11 -6 -7 -8 8 -10 -11 -12 -13 13 14 -16 -17 -18 -19 19 21 -22 22 23 -25 -26 26 27 -29 29 -31
leaf_value=8.104300521536187e-08 -1.0600486334545887e-07 1.096688713683339e-07 3.3674910455482905e-07 -2.2226605025821303e-07 -2.3053547980111946e-07 -1.7663476945645449e-07 1.1686210794437103e-07 -1.5056887099262895e-07 -1.3827195098988692e-07 1.3422953743645934e-07 5.2155667298220153e-09 1.1852322309380272e-07 -1.9376248478021229e-07 1.5603352526806126e-07 2.9340988734816166e-07 -2.0742854711942447e-07 -1.7712455147034234e-07 1.7614781157249128e-07 -3.6532707525793739e-08 -2.2468992649275303e-07 3.2287898648064585e-07 1.4762677580918159e-07 3.7425601097523376e-07 8.2256528805809133e-09 -3.1353513593000662e-07 1.6183432033694377e-07 2.6224702356996259e-09 -1.4679819003387617e-08 6.7522658902080801e-07 -2.0305748682503123e-08
leaf_weight=36 29 28 21 20 25 21 25 25 26 21 42 20 22 22 25 23 24 20 28 30 22 29 26 234 31 23 641 1513 21 48
leaf_count=36 29 28 21 20 25 21 25 25 26 21 42 20 22 22 25 23 24 20 28 30 22 29 26 234 31 23 641 1513 21 48
internal_value=0 9.93974e-10 8.61609e-13 2.79904e-09 -3.59956e-08 -1.11819e-08 8.67247e-09 -9.35913e-09 -3.79072e-08 -8.25395e-09 -5.2913e-08 3.13942e-10 -5.29808e-10 1.06427e-09 8.56733e-08 -2.9736e-08 -1.11959e-09 4.51883e-10 -8.65178e-10 7.38654e-10 1.21608e-07 -1.58935e-09 1.019e-09 4.48287e-08 -3.92051e-09 2.98411e-10 -1.60387e-09 -3.29486e-09 2.09663e-08 1.91378e-07
internal_weight=0 3092 3064 2843 221 196 175 150 114 88 67 2822 2802 2782 70 45 2712 2688 2668 2646 50 2596 2566 260 2306 2275 2246 2223 710 69
internal_count=3121 3092 3064 2843 221 196 175 150 114 88 67 2822 2802 2782 70 45 2712 2688 2668 2646 50 2596 2566 260 2306 2275 2246 2223 710 69
is_linear=0
shrinkage=0.1


Tree=9907
num_leaves=31
num_cat=0
split_feature=445 1366 453 148 447 120 484 475 1375 1372 43 1429 4 0 52 483 52 1375 2 0 2 1375 3 456 151 456 1451 1445 159 482
split_gain=2.93378e-11 3.67852e-11 4.34853e-11 8.66871e-11 6.24242e-11 3.37138e-11 5.28166e-11 2.67525e-10 1.93549e-10 1.77622e-10 1.18176e-10 8.62082e-11 2.82419e-10 1.09e-10 1.71391e-10 1.03765e-10 1.22304e-10 4.96044e-11 1.13426e-10 7.02164e-11 2.22794e-10 6.40454e-11 1.56887e-10 1.15436e-10 3.00404e-10 1.08429e-10 7.99055e-11 8.3248e-11 7.22359e-11 1.37225e-10
threshold=-0.048849999999999998 -0.087024999999999977 0.093145000000000019 -0.10069499999999999 0.094580000000000011 1.0000000180025095e-35 0.086135000000000017 -0.085734999999999992 -0.043984999999999989 -0.082274999999999987 -0.10131 -0.026244999999999997 -0.084134999999999988 -0.067624999999999977 -0.026204999999999996 0.096720000000000014 0.12418000000000001 -0.068444999999999992 0.090175000000000019 -0.22491999999999998 0.090675000000000019 0.084795000000000023 -0.082234999999999989 0.08790000000000002 -0.08341999999999998 0.087485000000000021 0.081365000000000007 1.0000000180025095e-35 -0.46871499999999994 0.11191500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 9 -8 -9 -5 -10 -12 -13 14 -14 16 -16 18 -11 20 -19 23 -23 25 -25 26 27 28 -21 -30
right_child=1 2 -4 4 -6 -7 7 8 10 17 11 12 13 -15 15 -17 -18 19 -20 21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-1.1507573276503537e-07 1.3271390376498208e-07 1.9024731419866234e-07 -1.3707438671664694e-07 -2.9921174579783385e-07 -1.465677505616088e-07 -9.2738296031987043e-08 3.5537562723675367e-07 -2.8597649816219932e-07 2.6440462193022539e-07 -2.3228353341371653e-08 -1.5871029636116419e-07 3.4541650223856709e-07 2.2620187967036007e-07 -1.9274896587788774e-07 -2.2246778375969563e-07 1.286805835159863e-07 2.3759912239235517e-08 1.2904464954388573e-07 2.4783313605780678e-07 1.7556830140046774e-07 -2.6216559438187298e-07 3.2119992957020606e-07 -3.2801629123285595e-08 -3.9677689903564554e-07 4.2047303867758063e-08 2.2780127789614894e-07 1.5908475195520887e-07 -2.0566825440937466e-07 -2.6008527382012526e-10 -2.6333647873855175e-07
leaf_weight=22 21 24 23 20 29 38 25 20 21 38 25 26 33 27 38 29 43 24 26 23 37 21 31 26 39 21 31 20 2300 20
leaf_count=22 21 24 23 20 29 38 25 20 21 38 25 26 33 27 38 29 43 24 26 23 37 21 31 26 39 21 31 20 2300 20
internal_value=0 8.12238e-10 -8.76761e-11 9.43648e-10 -5.55293e-10 8.55221e-10 2.05514e-09 4.28241e-08 1.30004e-08 -2.31568e-09 3.77093e-08 1.61681e-08 3.8474e-08 -8.47013e-09 2.63238e-08 -3.36397e-08 -9.17543e-08 -8.08594e-11 8.68904e-08 -2.22747e-09 -1.08247e-07 3.26709e-10 1.10161e-07 -1.97626e-09 -1.33482e-07 1.56324e-09 -4.213e-10 -2.51385e-09 -7.79708e-10 -2.52799e-09
internal_weight=0 3099 3078 3055 3031 3002 2964 287 262 2677 242 221 196 170 143 110 81 2657 64 2593 61 2532 52 2480 65 2415 2394 2363 2343 2320
internal_count=3121 3099 3078 3055 3031 3002 2964 287 262 2677 242 221 196 170 143 110 81 2657 64 2593 61 2532 52 2480 65 2415 2394 2363 2343 2320
is_linear=0
shrinkage=0.1


Tree=9908
num_leaves=31
num_cat=0
split_feature=448 0 46 97 374 120 483 483 39 42 160 42 0 483 13 483 13 483 483 1419 42 15 1 11 12 155 52 157 2 155
split_gain=3.08944e-11 4.76475e-11 3.15176e-11 3.94576e-11 5.41563e-11 6.12505e-11 5.24522e-11 2.40032e-10 1.30773e-10 8.65438e-11 8.87306e-11 1.97496e-10 1.53223e-10 5.35976e-11 1.26145e-10 5.39361e-11 9.4489e-11 5.02813e-11 6.19913e-11 8.86976e-11 1.52649e-10 5.2117e-11 1.60265e-10 6.98081e-11 2.18028e-10 3.24444e-10 1.2899e-10 2.33936e-10 2.52756e-10 1.2327e-10
threshold=0.068920000000000023 -0.26609999999999995 0.084955000000000017 -0.086464999999999986 0.08987500000000001 0.090440000000000006 0.10083000000000002 0.10452500000000002 0.15009500000000003 0.096610000000000015 -0.072114999999999985 0.089245000000000005 -0.086074999999999985 0.095085000000000017 -0.080759999999999985 0.091685000000000016 -0.086134999999999975 0.08956500000000002 0.087520000000000014 0.087255000000000013 0.085730000000000015 -0.42198999999999992 0.13686500000000004 0.088215000000000002 0.10149500000000002 0.12509500000000004 -0.54663499999999987 -0.082509999999999986 0.10613000000000002 0.11245500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -8 13 10 12 -12 -9 15 -15 17 -17 18 19 21 -21 22 -5 26 25 -25 27 -23 -29 -28
right_child=-2 2 -4 4 -6 -7 7 9 -10 -11 11 -13 -14 14 -16 16 -18 -19 -20 20 -22 23 -24 24 -26 -27 29 28 -30 -31
leaf_value=1.4744237578735343e-07 -1.2388803583007757e-07 -1.3186247876408585e-07 9.0259329703868448e-08 1.1007411024066854e-08 1.3110725866967658e-07 -1.7616390920238701e-07 3.6232987978027354e-07 -9.4644227327331343e-08 -2.583778583442609e-07 1.6145594980482909e-07 4.8730063497259834e-08 -3.6725604388720969e-07 2.6514315173642447e-07 3.6282885875020082e-08 -2.7130248133981162e-07 -4.1542238591318894e-08 2.6216687260893242e-07 -1.5568035921985159e-07 1.4507513280501249e-07 -2.9755456828360772e-07 3.2861237090840186e-08 -3.640628972018729e-07 -2.6353926803797856e-07 -1.0331167329032573e-09 -7.572817603218596e-08 5.4431720414527257e-07 2.1670893509909438e-09 1.9781581518226891e-07 -2.6763872142510079e-07 2.1708227656610556e-07
leaf_weight=22 20 23 38 73 31 20 22 29 20 27 25 21 20 30 24 20 21 21 29 27 29 27 30 24 40 20 2313 28 20 27
leaf_count=22 20 23 38 73 31 20 22 29 20 27 25 21 20 30 24 20 21 21 29 27 29 27 30 24 40 20 2313 28 20 27
internal_value=0 7.98935e-10 -2.48858e-10 -1.37984e-09 -3.85438e-10 -1.75011e-09 -5.74418e-10 5.8296e-08 -3.57737e-09 3.47021e-09 -4.1431e-08 -1.41177e-07 5.22078e-08 -1.75932e-09 -1.00422e-07 1.78759e-10 1.14016e-07 -1.54478e-09 -3.40143e-10 -1.92669e-09 -1.26446e-07 7.53211e-10 -6.89576e-08 3.62645e-09 9.32431e-08 2.46853e-07 5.09345e-10 -1.28582e-07 3.87642e-09 4.64688e-09
internal_weight=0 3101 3079 3041 3018 2987 2967 144 2823 122 95 46 49 2803 54 2749 41 2708 2687 2658 56 2602 103 2499 84 44 2415 75 48 2340
internal_count=3121 3101 3079 3041 3018 2987 2967 144 2823 122 95 46 49 2803 54 2749 41 2708 2687 2658 56 2602 103 2499 84 44 2415 75 48 2340
is_linear=0
shrinkage=0.1


Tree=9909
num_leaves=31
num_cat=0
split_feature=1455 43 483 481 484 1 2 160 1456 15 50 483 52 160 483 52 483 132 1186 1185 1203 1447 49 1447 3 1447 483 1456 4 1455
split_gain=3.0637e-11 1.09403e-10 7.73421e-11 4.63084e-11 3.03529e-10 9.84123e-10 3.68779e-10 4.7322e-10 7.98043e-11 7.78785e-11 4.151e-11 5.66096e-11 1.13597e-10 1.61689e-10 5.58004e-11 1.0958e-10 5.49412e-11 4.78362e-11 8.58289e-10 3.77977e-10 8.84334e-11 5.08546e-11 2.12141e-10 1.3526e-10 1.30648e-10 2.0482e-10 5.81129e-11 5.69297e-11 1.67525e-10 1.29233e-10
threshold=-0.097209999999999977 -0.067899999999999974 0.13622000000000004 -0.081614999999999979 -0.081614999999999979 0.076935000000000017 0.083715000000000026 -0.014214999999999998 -0.15024999999999997 -0.010414999999999999 0.14026500000000003 0.10083000000000002 0.12445000000000002 -0.081399999999999986 0.095085000000000017 -0.0027449999999999996 0.093265000000000015 -0.083284999999999984 0.0044650000000000011 -0.083264999999999992 0.088730000000000017 -0.082344999999999988 0.08610000000000001 -1.0000000180025095e-35 -0.082689999999999986 -0.088644999999999988 0.08956500000000002 -0.077604999999999993 -0.012509999999999999 0.0034400000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -2 -8 -5 -9 11 14 13 -13 16 -16 17 18 20 -19 -10 22 24 -23 -21 -26 27 28 -25 -29
right_child=2 -3 -4 8 5 -7 7 9 10 -11 -12 12 -14 -15 15 -17 -18 19 -20 21 -22 23 -24 26 25 -27 -28 29 -30 -31
leaf_value=4.1450770801340104e-08 3.1579435021252983e-07 -2.2621791854449982e-07 1.8825662299351818e-07 -1.4677094167394132e-07 6.6288513867870539e-07 -1.4890983253135205e-07 -5.4893922186817121e-07 -1.1702733400755148e-07 1.7962965691585182e-09 1.2100134006863704e-07 -1.091174532470112e-07 -2.3033757734935991e-07 2.414713328479052e-07 1.2428581334470817e-07 -2.6839440107303982e-07 1.5946204184711917e-08 1.6514795504463111e-07 -4.177239317600239e-07 6.6740672068021921e-07 1.5997121002223699e-08 -2.2100870570085362e-07 1.965743916189565e-07 2.1032262836229169e-07 8.0380124651518217e-08 -5.867749386177159e-08 -5.0084258987226357e-07 -1.6709239638484657e-07 -1.2821219281317694e-09 -2.5706702954706881e-07 1.5258697515666394e-07
leaf_weight=37 21 26 22 38 28 32 22 28 163 27 35 20 29 36 23 33 20 22 20 26 20 35 20 28 22 20 21 2160 31 56
leaf_count=37 21 26 22 38 28 32 22 28 163 27 35 20 29 36 23 33 20 22 20 26 20 35 20 28 22 20 21 2160 31 56
internal_value=0 -6.90157e-08 1.43433e-09 8.05462e-11 5.27909e-08 2.29928e-07 -5.56603e-08 -1.56966e-07 -2.81321e-09 -1.76894e-10 -8.87016e-10 4.63453e-10 8.0826e-08 -2.3654e-09 -2.04787e-09 -1.00837e-07 2.87637e-11 -1.22025e-09 4.54224e-08 -5.09918e-09 -2.2554e-08 -1.34649e-09 -7.59702e-08 1.47071e-09 -1.60174e-07 -2.69232e-07 -1.50344e-09 2.50782e-11 -9.69226e-08 2.60627e-09
internal_weight=0 63 3058 3036 158 60 98 77 2878 55 2840 2805 85 56 2720 56 2664 2644 203 2441 183 2419 88 2331 68 42 2296 2275 59 2216
internal_count=3121 63 3058 3036 158 60 98 77 2878 55 2840 2805 85 56 2720 56 2664 2644 203 2441 183 2419 88 2331 68 42 2296 2275 59 2216
is_linear=0
shrinkage=0.1


Tree=9910
num_leaves=31
num_cat=0
split_feature=1429 1420 475 475 474 475 475 156 475 1375 51 475 457 448 1348 1420 52 475 457 154 471 157 157 376 40 13 123 123 43 39
split_gain=2.95138e-11 6.0425e-11 6.09672e-11 5.91555e-11 7.00065e-11 5.88632e-11 4.16401e-11 1.51044e-10 1.45845e-10 1.26417e-10 3.00907e-10 1.71864e-10 5.51777e-11 1.30346e-10 7.38892e-11 4.70302e-11 1.4841e-10 6.20548e-11 4.52362e-11 4.43654e-11 7.37234e-11 4.9554e-11 5.95149e-11 4.40166e-11 1.07274e-10 8.10411e-11 7.08258e-11 1.60568e-10 9.5037e-11 6.47708e-11
threshold=0.12521000000000002 -0.086589999999999986 -0.50059999999999982 -0.24615999999999996 -0.23025999999999996 -0.10664 -0.086304999999999979 0.085050000000000014 -0.085774999999999976 -0.15308499999999997 -0.083574999999999997 -0.085024999999999989 0.11612500000000002 0.030280000000000001 0.091105000000000005 -0.08341999999999998 -0.56368999999999991 0.13528000000000004 0.096470000000000014 0.084190000000000001 0.09203500000000002 0.10977500000000003 0.084490000000000023 0.086445000000000008 -0.049474999999999998 -0.0069799999999999992 0.08592000000000001 0.087755000000000014 -0.074974999999999986 0.093575000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 -8 10 -10 -11 13 14 15 -13 -17 18 19 20 21 22 23 26 25 -25 -18 -28 29 -29
right_child=-2 2 3 4 5 6 8 -9 9 11 -12 12 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-1.6982516567189861e-07 1.2109700328721828e-07 1.7440838760762746e-07 -1.5713719783150282e-07 1.8695359983667005e-07 -1.5356466016669402e-07 -8.4945123222173758e-08 -2.7039575840603901e-07 2.142982231019515e-07 4.5937197448608916e-07 -2.581708019879268e-07 -3.5083989313733359e-08 1.3610463014401831e-07 1.5786278903882271e-07 -2.2398993483927998e-07 1.9247638107344754e-07 -2.6035998029850692e-07 9.7887229182407906e-10 1.7591606304989682e-07 -1.5071643300501591e-07 -1.2975131150701949e-07 1.8813853782397756e-07 -1.3475231005107466e-07 1.240256876527814e-07 2.809013856528089e-07 -1.089691780618653e-07 1.6778968039315736e-08 -3.3758479986545356e-07 1.8829278938999512e-07 -1.349556503752377e-07 -4.6545490831654801e-08
leaf_weight=21 20 20 24 20 25 31 20 37 20 26 32 25 22 26 20 22 2381 20 20 26 21 27 39 26 21 21 20 24 41 23
leaf_count=21 20 20 24 20 25 31 20 37 20 26 32 25 22 26 20 22 2381 20 20 26 21 27 39 26 21 21 20 24 41 23
internal_value=0 -7.72042e-10 3.80593e-10 -7.56844e-10 4.79364e-10 -7.57202e-10 5.20025e-10 7.78785e-08 -1.27962e-09 5.74431e-10 1.55091e-07 -2.24384e-09 1.11598e-10 -1.12655e-09 9.60036e-10 -4.29273e-10 -1.67867e-09 4.21327e-10 -8.83466e-10 2.38878e-10 1.51715e-09 2.30381e-11 1.42478e-09 -4.45155e-10 7.8933e-08 1.62889e-07 -2.61378e-09 -8.18185e-08 -2.36898e-08 7.33719e-08
internal_weight=0 3101 3080 3060 3036 3016 2991 68 2923 2903 52 2851 2825 2803 2777 2757 2732 2710 2690 2670 2644 2623 2596 2557 68 47 2489 108 88 47
internal_count=3121 3101 3080 3060 3036 3016 2991 68 2923 2903 52 2851 2825 2803 2777 2757 2732 2710 2690 2670 2644 2623 2596 2557 68 47 2489 108 88 47
is_linear=0
shrinkage=0.1


Tree=9911
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1186 391 128 129 393 445 15 480 133 43 2 133 147 1447 15 158 483 4 4 1374 4 1375 151 12 12 0 1
split_gain=2.85532e-11 2.47278e-10 9.1328e-11 2.83779e-11 5.67308e-11 4.91342e-11 4.60494e-11 4.25304e-11 3.37953e-11 3.49837e-11 8.76408e-11 8.47705e-11 1.79163e-10 8.09924e-11 7.4165e-11 4.75768e-11 4.40626e-11 5.93058e-11 6.55564e-11 6.20643e-11 5.54064e-11 3.72812e-10 2.25416e-10 1.27158e-10 3.40629e-10 1.14169e-10 8.12155e-11 2.33551e-10 2.36258e-10 3.21655e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.089315000000000019 -0.086319999999999994 0.11976500000000002 -0.04689999999999999 -0.04689999999999999 -0.048849999999999998 0.12044500000000001 0.11747 1.0000000180025095e-35 -0.070064999999999975 0.10584500000000001 0.10397500000000001 0.10361000000000002 0.093155000000000016 0.11728000000000001 -0.46976499999999993 0.12440000000000002 -0.0092149999999999992 -0.0086549999999999978 0.086000000000000007 -0.010384999999999998 -0.068444999999999992 -0.5225749999999999 0.093765000000000015 0.096075000000000008 -0.075684999999999988 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 -6 -8 -9 10 15 12 -11 -14 -13 16 17 18 -10 20 22 -22 23 24 -20 -23 -26 28 -28 -30
right_child=1 3 -4 -5 5 -7 7 8 9 11 -12 14 13 -15 -16 -17 -18 -19 19 -21 21 25 -24 -25 26 -27 27 -29 29 -31
leaf_value=-1.0191899660539254e-08 3.445565149767e-07 -1.6884728353261381e-07 -2.0338805682180398e-07 8.3798773200527419e-08 1.4313281310891896e-07 1.5256024568088833e-07 -1.4060425870871479e-07 -1.2738364779081515e-07 -1.340538595289647e-07 3.7862642251695891e-07 -2.0118248177683737e-07 -1.6113338421501585e-07 -1.0658292023772259e-07 1.623309664128534e-07 7.7718046480430738e-08 -1.43931603053429e-07 -1.4731561364556001e-07 1.3288296233828506e-07 3.969378266923568e-07 1.7305149222173506e-07 4.348597065424136e-07 -2.2734342394414856e-07 -3.301767294642973e-07 -1.9572370011441571e-07 5.0785955324611121e-09 1.3927220110225112e-08 1.0491687421873311e-08 -2.6842495739282907e-09 -6.3230453582448155e-07 -1.1841291484513712e-07
leaf_weight=194 21 20 28 40 22 21 22 21 36 20 22 26 24 21 26 23 20 34 21 21 21 20 22 35 1003 1013 33 241 21 29
leaf_count=194 21 20 28 40 22 21 22 21 36 20 22 26 24 21 26 23 20 34 21 21 21 20 22 35 1003 1013 33 241 21 29
internal_value=0 2.65224e-09 -3.4559e-08 1.57457e-10 -1.02142e-09 1.69679e-10 -9.74476e-10 -2.11695e-09 -1.01026e-09 -3.88659e-11 -2.43246e-09 5.34589e-08 1.29592e-07 1.89102e-08 -4.17077e-08 -7.46185e-10 5.35241e-10 1.69486e-09 -7.79564e-11 1.86686e-09 4.04929e-10 1.77357e-08 -1.25963e-08 -7.54436e-09 -2.6584e-09 9.25596e-09 -8.98208e-09 -5.25094e-08 -1.97182e-07 -3.34247e-07
internal_weight=0 2899 222 2878 2838 2818 2797 2775 2753 2732 2615 117 65 45 52 2593 2570 2550 2516 2480 2459 1054 1405 1383 1348 1033 1327 324 83 50
internal_count=3121 2899 222 2878 2838 2818 2797 2775 2753 2732 2615 117 65 45 52 2593 2570 2550 2516 2480 2459 1054 1405 1383 1348 1033 1327 324 83 50
is_linear=0
shrinkage=0.1


Tree=9912
num_leaves=31
num_cat=0
split_feature=142 11 33 34 151 0 43 49 151 1374 13 16 2 150 42 52 12 2 1374 16 51 13 47 47 9 1 48 15 1 1
split_gain=2.93016e-11 6.1919e-11 5.96583e-11 3.27868e-11 3.98816e-11 1.41586e-10 2.21717e-10 6.15121e-11 1.32221e-10 1.27545e-10 1.26485e-10 1.08179e-10 1.83677e-10 6.92999e-11 4.21906e-10 6.59015e-10 3.91654e-10 2.38596e-10 1.06092e-10 5.02773e-11 7.73038e-11 4.99456e-11 1.55407e-10 8.04994e-10 6.65133e-10 1.23228e-10 1.08074e-10 1.45689e-10 1.05514e-10 5.14238e-10
threshold=-0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 -0.112215 0.10561000000000002 -0.08317999999999999 -0.074359999999999996 -0.087004999999999985 0.056735000000000001 -0.096434999999999979 -0.097224999999999992 -0.072804999999999981 0.094835000000000017 0.090480000000000019 0.083995000000000014 -0.015069999999999998 0.084535000000000013 0.10644500000000001 0.087855000000000016 -0.0051099999999999991 0.078435000000000019 -0.017449999999999997 0.094160000000000008 0.10019500000000002 0.082870000000000013 0.099990000000000009 0.12230500000000001 -0.085319999999999993 0.085475000000000009 0.082535000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 7 6 -6 10 9 -9 -5 12 -12 18 15 -15 -16 -17 21 -13 -21 -11 24 -24 28 -25 27 -27 29 -23
right_child=1 2 3 4 5 -7 -8 8 -10 13 11 19 -14 14 16 17 -18 -19 -20 20 -22 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=1.1007299282420984e-07 -1.4888251251526137e-07 -1.5334518002418919e-07 -1.1987085199197364e-07 1.1806739878245996e-07 -2.0281738765485595e-07 3.017899521751133e-07 2.364729610349059e-07 -2.028890466950391e-07 2.3319365789120639e-07 -9.4169921692806396e-09 -4.3710495386438774e-07 8.9691774912187775e-08 -1.8383085276241218e-08 6.5171050164281047e-07 -4.8380870993014463e-07 -2.3446273541507946e-07 6.5444724724157656e-08 2.1873157031940046e-07 -2.1777242641912216e-07 -1.8141666187599481e-07 6.6349931699960509e-08 1.2160106497177402e-08 7.0526640744361662e-07 -1.7674116255997993e-07 -5.6523400367325398e-07 3.731138393803235e-07 -7.9628485849525543e-08 1.7019520910295157e-08 6.091689406327732e-08 -4.2614844118255794e-07
leaf_weight=24 28 25 22 31 27 20 20 30 25 1468 22 22 20 25 20 21 37 26 22 34 20 608 20 26 20 20 28 27 355 28
leaf_count=24 28 25 22 31 27 20 20 30 25 1468 22 22 20 25 20 21 37 26 22 34 20 608 20 26 20 20 28 27 355 28
internal_value=0 -8.48722e-10 5.01863e-10 1.76539e-09 2.6509e-09 7.89431e-08 -1.58853e-08 9.21089e-10 4.24578e-09 2.18763e-09 -6.16901e-08 -1.08915e-07 -2.37714e-07 4.42402e-09 7.59794e-08 2.3689e-07 -1.27276e-07 1.62405e-08 9.03559e-10 -3.77362e-08 -8.96513e-08 2.75389e-09 1.85373e-08 1.25639e-07 5.7191e-09 1.08608e-08 7.58961e-08 1.68549e-07 1.72419e-08 -7.1365e-09
internal_weight=0 3097 3069 3044 3022 67 47 2955 2806 2781 149 118 42 2751 129 72 57 47 2622 76 54 2600 1132 121 1011 101 75 47 991 636
internal_count=3121 3097 3069 3044 3022 67 47 2955 2806 2781 149 118 42 2751 129 72 57 47 2622 76 54 2600 1132 121 1011 101 75 47 991 636
is_linear=0
shrinkage=0.1


Tree=9913
num_leaves=31
num_cat=0
split_feature=1348 448 457 42 15 448 0 46 0 3 1447 157 1446 1447 403 1453 1453 1455 0 51 1455 1456 1456 1456 482 482 1 484 133 484
split_gain=2.95929e-11 5.02417e-11 3.80091e-11 1.8023e-10 5.47503e-10 6.53897e-11 3.60728e-11 3.32016e-11 3.93453e-11 1.41186e-10 3.24322e-11 1.22155e-10 6.71952e-11 5.79409e-11 1.35794e-10 1.0552e-10 4.21644e-11 4.34444e-11 1.77632e-10 3.55029e-10 7.56621e-11 6.70618e-11 1.00159e-10 8.41256e-11 7.86706e-11 1.0501e-10 1.79152e-10 1.76269e-10 5.85743e-10 1.82469e-10
threshold=0.095915000000000014 0.056825000000000007 0.098180000000000003 0.083795000000000022 -0.074054999999999996 -0.087679999999999994 -0.26343999999999995 0.084955000000000017 -0.22491999999999998 0.092670000000000016 -0.086849999999999997 -0.081579999999999986 0.037915000000000011 -0.086279999999999982 -0.56738999999999995 -0.087504999999999986 -0.079219999999999985 0.088115000000000013 -0.067624999999999977 -0.017619999999999997 0.082590000000000011 -0.11085999999999999 -0.3456749999999999 -0.079704999999999984 0.11117500000000001 0.098465000000000011 0.16540500000000002 0.10126500000000001 0.089755000000000015 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -7 8 9 -8 11 -10 -13 -12 -15 -16 -17 20 19 -19 21 22 -18 -23 25 26 27 29 -29 -25
right_child=-2 -3 3 -5 -6 6 7 -9 10 -11 13 12 -14 14 15 16 17 18 -20 -21 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=1.7735618038321783e-07 -1.1556862116179901e-07 1.549730427203009e-07 1.4482731894136321e-07 1.233728281037876e-07 -5.529617518298189e-07 -1.2730000998379347e-07 -2.3383764385663389e-07 9.409610494290783e-08 2.7149333989416937e-07 9.4053424426476805e-08 -1.5826963481626794e-07 1.2416505503378887e-07 -9.4651445160644065e-08 2.4856223397116329e-07 -1.9061741973058e-07 1.1181214617713121e-07 -1.0962442805369696e-11 -4.9001692171860416e-07 1.5363982554547341e-07 -1.7067196197855921e-08 1.9147775269684211e-07 -1.7074243549747484e-07 2.8889387778008317e-07 -2.8338543938779207e-09 1.5634988306256759e-07 -2.0961307069337445e-07 2.783574496620729e-07 -5.5097149868597339e-07 1.7077489696310461e-07 1.7383182250085837e-07
leaf_weight=21 22 21 23 29 22 22 29 38 21 24 23 23 36 22 29 34 30 21 29 65 21 29 20 2283 32 24 23 23 22 60
leaf_count=21 22 21 23 29 22 22 29 38 21 24 23 23 36 22 29 34 30 21 29 65 21 29 20 2283 32 24 23 23 22 60
internal_value=0 8.22113e-10 -2.29599e-10 -7.10313e-08 -1.96314e-07 1.51452e-09 2.76611e-10 1.2245e-09 1.7133e-11 -8.53587e-08 1.59376e-09 6.43713e-08 -9.3501e-09 -2.06314e-10 1.10755e-09 -8.75695e-10 1.15027e-09 -2.52606e-10 -6.03841e-08 -1.32555e-07 2.44125e-09 8.82029e-10 1.15551e-07 -1.41503e-09 5.75447e-10 -1.47169e-09 6.00226e-10 -2.07499e-09 -1.98118e-07 1.69023e-09
internal_weight=0 3099 3078 74 45 3004 2983 2961 2923 53 2870 80 59 2790 2767 2745 2716 2682 115 86 2567 2546 50 2496 2467 2435 2411 2388 45 2343
internal_count=3121 3099 3078 74 45 3004 2983 2961 2923 53 2870 80 59 2790 2767 2745 2716 2682 115 86 2567 2546 50 2496 2467 2435 2411 2388 45 2343
is_linear=0
shrinkage=0.1


Tree=9914
num_leaves=31
num_cat=0
split_feature=1455 12 12 1455 481 133 2 160 160 42 1447 1456 15 1456 1456 51 47 2 47 483 482 52 3 120 483 483 482 33 483 483
split_gain=2.74502e-11 1.19665e-10 8.96125e-11 8.18557e-11 3.44067e-11 3.01102e-10 3.73258e-10 7.95985e-10 2.35897e-10 3.01908e-10 1.529e-10 7.12347e-11 1.4941e-10 6.04173e-11 3.82743e-11 9.23997e-11 4.13459e-11 2.65542e-10 1.51039e-10 5.33417e-11 7.5425e-11 1.52525e-10 1.50549e-10 1.36643e-10 8.33837e-11 1.59789e-10 8.3784e-11 1.19939e-10 5.88382e-11 2.78366e-10
threshold=-0.097209999999999977 0.089150000000000021 0.08598500000000002 -0.089344999999999994 -0.081614999999999979 -0.0084449999999999994 0.092875000000000013 -0.53379499999999991 -0.025879999999999997 0.086325000000000013 -0.085684999999999997 -0.15024999999999997 -0.07490999999999999 -0.086074999999999985 -0.082809999999999981 -0.46621499999999999 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.11832500000000001 0.090355000000000005 0.12445000000000002 -0.049509999999999992 1.0000000180025095e-35 0.096460000000000018 0.10357500000000001 0.085875000000000021 -0.012019999999999998 0.087520000000000014 0.085765000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 7 -7 -9 10 -10 12 -6 -13 -15 -16 18 -18 19 20 23 22 -22 24 26 -26 27 -17 29 -29
right_child=3 -3 -4 4 11 6 -8 8 9 -11 -12 13 -14 14 15 16 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.0866406336433665e-07 1.8154932490688225e-07 -2.5348879585284195e-07 1.8710416966882805e-07 3.7971123641286994e-07 5.8118488439617982e-08 -6.6052992195864137e-07 3.4537654114430438e-07 3.0539547388741541e-07 2.4021963965354259e-07 -3.8507019660016796e-07 -1.2755443449918859e-07 1.6431126823590605e-07 -3.2841750879697429e-07 -1.2282093108021505e-07 1.7981728880503821e-07 2.3755811651783789e-07 -3.897130430630114e-07 -1.2767379168235094e-08 2.6858928825796675e-07 -1.460690465364678e-07 1.4494523243346228e-07 3.0697423269998581e-07 -1.7831764455422673e-07 -2.0158653753847322e-07 3.2726844665376122e-07 -5.3865429159507343e-08 -1.8814341776381601e-07 -1.4001291115192092e-09 1.0467751296516782e-07 -3.5894199141043006e-07
leaf_weight=21 25 22 20 23 20 20 24 24 26 20 20 22 20 26 28 21 20 285 21 25 34 24 25 34 22 22 24 2131 50 22
leaf_count=21 25 22 20 23 20 20 24 24 26 20 20 22 20 26 28 21 20 285 21 25 34 24 25 34 22 22 24 2131 50 22
internal_value=0 -6.53431e-08 3.56131e-08 1.34225e-09 -1.4314e-10 4.54427e-08 -1.19317e-08 -8.98899e-08 3.6919e-08 -6.07088e-08 8.03179e-08 -2.63166e-09 -1.3515e-07 -7.62577e-10 -2.05313e-09 -9.26891e-10 -2.76053e-09 -3.74851e-08 1.55353e-09 -7.50398e-10 7.57683e-10 9.44287e-08 7.96944e-09 -2.58483e-09 3.672e-10 1.36702e-07 -2.30127e-09 -2.95775e-10 -2.56311e-09 -5.0536e-09
internal_weight=0 63 41 3058 3033 157 134 110 90 66 46 2876 40 2836 2814 2788 2760 305 2455 2434 2409 83 59 2326 2292 44 2248 2224 2203 2153
internal_count=3121 63 41 3058 3033 157 134 110 90 66 46 2876 40 2836 2814 2788 2760 305 2455 2434 2409 83 59 2326 2292 44 2248 2224 2203 2153
is_linear=0
shrinkage=0.1


Tree=9915
num_leaves=31
num_cat=0
split_feature=481 481 160 4 481 2 481 133 133 12 16 42 13 157 2 475 2 2 2 2 2 2 42 1208 1210 1374 150 13 151 132
split_gain=2.86924e-11 5.55342e-11 5.2001e-11 3.6779e-10 5.03128e-11 9.12593e-10 7.41418e-11 3.21781e-11 2.01145e-10 6.1454e-10 1.97831e-10 1.53464e-10 1.53058e-10 3.6277e-10 1.72384e-10 1.55527e-10 8.91477e-11 2.26582e-10 3.37171e-10 2.34781e-10 2.24252e-10 2.19562e-10 1.55789e-10 1.50625e-10 2.38648e-10 8.01147e-11 3.61123e-10 1.56237e-10 1.41923e-10 7.82649e-11
threshold=-0.27443499999999993 -0.15689499999999998 -0.55045999999999984 -0.081609999999999988 -0.087424999999999989 0.086000000000000007 -0.085629999999999984 0.089200000000000015 0.090665000000000009 0.088105000000000003 0.51222500000000004 -0.23037499999999997 -0.085804999999999979 -0.08266999999999998 0.10672500000000001 -0.06562999999999998 0.097220000000000015 0.093680000000000013 0.092235000000000025 0.090310000000000015 0.088745000000000004 0.10136500000000002 0.099210000000000007 0.10233500000000001 -0.078184999999999991 0.086765000000000023 0.090480000000000019 -0.078279999999999975 -0.53100499999999984 0.082150000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -6 11 9 -9 12 -8 14 -14 -10 -15 17 18 19 20 23 -18 -19 24 -17 28 27 -27 -13 -30
right_child=1 2 4 -5 6 -7 7 8 10 -11 -12 25 13 15 -16 16 21 22 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=1.026439071088808e-07 -1.6698652927971124e-07 -1.8890790764326876e-07 -4.8193238790641488e-07 3.6006090493419137e-07 1.684151149342702e-07 3.3396233900016514e-07 2.1847047255987768e-07 7.0365097119154788e-08 2.6025281345144511e-07 -5.8662905786377453e-07 2.6644914341908625e-07 -2.546759984315114e-07 -4.3083323901591739e-07 2.2228356334389552e-07 -8.9829367508090488e-08 -3.2924300465235015e-07 -3.4668375405999544e-07 1.3365222545622773e-08 -4.2947993367903336e-07 2.3753376506111378e-07 -3.1708016457252179e-07 -3.2145047535941475e-08 3.9008698929196924e-07 2.3587910090861405e-07 1.0228610221364887e-08 1.251760318154993e-07 4.1820350548486361e-07 -2.7009257639321051e-07 6.4019784275157451e-09 -6.143367394914642e-08
leaf_weight=27 20 23 29 26 26 26 33 35 39 24 26 22 22 26 22 24 28 21 20 35 26 107 23 23 151 20 24 20 1987 186
leaf_count=27 20 23 29 26 26 26 33 35 39 24 26 22 22 26 22 24 28 21 20 35 26 107 23 23 151 20 24 20 1987 186
internal_value=0 -8.9142e-10 1.89224e-10 1.02382e-07 -1.46612e-09 -9.62367e-08 2.88886e-10 -1.19592e-09 -2.07977e-08 -1.96887e-07 -3.27783e-09 4.38014e-09 -1.56463e-08 -3.36859e-08 1.33994e-07 -1.56337e-08 -2.91399e-08 -6.1741e-10 -3.38785e-08 -3.3301e-09 -4.09651e-08 -9.73827e-08 2.10288e-07 -4.70754e-09 -3.63275e-08 1.25266e-09 1.1154e-07 -7.24583e-08 -1.96301e-09 5.95521e-10
internal_weight=0 3094 3074 49 3025 55 2970 2944 652 59 593 2292 567 506 61 484 458 323 279 259 224 135 44 198 175 2259 64 40 2195 2173
internal_count=3121 3094 3074 49 3025 55 2970 2944 652 59 593 2292 567 506 61 484 458 323 279 259 224 135 44 198 175 2259 64 40 2195 2173
is_linear=0
shrinkage=0.1


Tree=9916
num_leaves=31
num_cat=0
split_feature=401 1211 50 133 132 15 394 1208 1210 1213 43 401 3 133 12 133 42 52 49 42 42 42 42 12 1 1 3 32 33 47
split_gain=3.09583e-11 3.27327e-11 2.35347e-10 5.41134e-11 4.61711e-11 1.89846e-10 1.26055e-10 3.21965e-11 3.77071e-11 3.87294e-10 5.11047e-10 3.07966e-11 1.76545e-10 5.00801e-11 1.07352e-10 7.09107e-11 3.65337e-11 1.40239e-10 7.10898e-11 5.48465e-11 1.41656e-10 1.09552e-10 1.23941e-10 8.69857e-11 5.35499e-11 7.49367e-11 4.63894e-11 4.30936e-11 6.64296e-11 4.46457e-11
threshold=-0.47263499999999997 0.11048500000000001 0.092855000000000007 -0.10066499999999999 -0.083284999999999984 0.091475000000000015 0.11233000000000001 0.11531000000000001 -0.13847499999999999 -0.083944999999999978 -0.040344999999999992 -1.0000000180025095e-35 -0.073309999999999986 0.50628500000000021 0.094835000000000017 0.40945500000000007 0.10705500000000003 -0.23798499999999997 0.10347500000000003 0.099760000000000015 0.097640000000000018 0.096450000000000022 0.095885000000000012 0.087765000000000024 0.090840000000000018 0.13707500000000003 -0.065229999999999996 1.0000000180025095e-35 -0.009184999999999997 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 7 8 9 -6 -11 12 -10 15 -15 16 19 -18 24 20 21 22 27 -21 26 -26 -19 28 -13 -30
right_child=1 2 -4 -5 6 -7 -8 -9 11 10 -12 13 -14 14 -16 -17 17 18 -20 23 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-1.1313869536048553e-07 -8.9805812355253327e-09 6.7408532412504094e-08 3.5805635196339835e-07 -1.4387082187652226e-07 4.3963822378145782e-07 -2.8818395872828469e-07 2.5289568895914276e-07 -1.1688084199427661e-07 -2.9699247676262532e-07 2.5812276476244734e-07 -4.567524410958868e-07 -1.6529173143453592e-07 1.231796159828491e-07 -5.4627623636737225e-08 2.5119338206517717e-07 -1.3970154212709456e-07 2.8241783185995415e-07 2.0812295372908152e-07 -1.6380644538571689e-07 1.6623316028201503e-08 1.9529374658934621e-07 -1.8865420659058292e-07 2.1769244748034349e-07 -2.0669020445342487e-07 -1.1076789723580606e-07 1.2114223017854123e-07 2.6997501604895547e-08 1.442474526314186e-07 -6.3395091600123702e-09 3.9081815307532758e-08
leaf_weight=24 187 22 20 27 20 28 20 23 20 20 20 25 20 22 24 36 22 26 20 37 37 31 26 33 38 22 31 20 1977 243
leaf_count=24 187 22 20 27 20 28 20 23 20 20 20 25 20 22 24 36 22 26 20 37 37 31 26 33 38 22 31 20 1977 243
internal_value=0 8.75546e-10 6.89797e-08 -4.90107e-08 -6.76366e-10 -4.5342e-08 2.73746e-09 9.4614e-10 1.92449e-09 8.03362e-08 -9.93148e-08 1.88435e-10 -8.69064e-08 1.49323e-09 1.04931e-07 -3.20091e-10 1.61875e-09 4.80574e-08 1.04229e-08 -1.42108e-09 1.16741e-09 -1.9259e-09 6.00756e-10 -8.86531e-08 4.02057e-08 -2.57342e-08 1.09616e-07 -1.89125e-09 -3.19315e-09 -1.36772e-09
internal_weight=0 3097 69 49 3028 215 2813 2793 2770 60 40 2710 40 2670 46 2624 2588 159 137 2429 2359 2322 2291 70 117 60 57 2265 2245 2220
internal_count=3121 3097 69 49 3028 215 2813 2793 2770 60 40 2710 40 2670 46 2624 2588 159 137 2429 2359 2322 2291 70 117 60 57 2265 2245 2220
is_linear=0
shrinkage=0.1


Tree=9917
num_leaves=31
num_cat=0
split_feature=133 13 133 16 2 133 133 43 1209 130 1 403 1210 3 4 3 50 42 159 481 52 52 15 130 42 1210 403 43 133 15
split_gain=3.12728e-11 1.9013e-10 8.01342e-11 6.65595e-11 5.77757e-11 3.75531e-11 4.7425e-11 1.34402e-10 9.35753e-11 3.69874e-11 6.32893e-11 3.28671e-11 2.74111e-10 1.98209e-10 5.79402e-10 4.50193e-10 2.83879e-10 2.8368e-10 3.54062e-10 4.14928e-10 2.54409e-10 1.47287e-10 1.3048e-10 1.20272e-10 1.89819e-10 2.47741e-10 2.14667e-10 1.09733e-10 7.92945e-11 6.88288e-11
threshold=0.51114000000000004 -0.06977499999999999 0.5012700000000001 -0.066924999999999985 0.086000000000000007 0.41553500000000004 0.40431 -0.041049999999999996 -0.097919999999999993 -0.23123999999999997 0.16540500000000002 -0.0047449999999999992 -0.064799999999999983 -0.082334999999999978 -0.080744999999999997 -0.083489999999999995 0.090295000000000014 0.091205000000000008 -0.025879999999999997 -0.081539999999999987 0.086040000000000019 0.090245000000000006 0.094425000000000023 0.089120000000000019 -0.092459999999999987 -0.08126499999999999 -0.092059999999999989 -0.0095349999999999983 -0.015164999999999998 0.088850000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -3 6 8 -8 -1 -10 11 13 -13 15 -15 16 17 18 -11 -20 -17 23 27 24 26 -26 -21 -16 -27 -29
right_child=1 3 -4 -5 -6 -7 7 -9 9 10 -12 12 -14 14 22 20 -18 -19 19 21 -22 -23 -24 -25 25 28 -28 29 -30 -31
leaf_value=-2.0553535723489734e-07 -3.2271627435962039e-07 -1.6443548922495665e-07 1.965252918707739e-07 1.4669247729688532e-07 3.9478749675419587e-08 -1.3275739655953311e-07 -6.361316916457905e-08 2.9456613955147763e-07 1.3371542474753067e-07 -3.8235763486227375e-07 -1.5186601484839669e-07 -2.6619458990805283e-07 1.1938877177571782e-09 5.3868315056341222e-07 -1.5961033269799207e-07 -1.0379523930310073e-07 3.9107098551482985e-07 3.5815098442526505e-07 4.2726511692721526e-07 -3.6790849228046452e-08 -5.6082265549846291e-07 -2.5590635846128863e-07 1.9238199636848357e-07 -2.3455035062625028e-07 -3.5668109813427479e-07 -7.3948273139198489e-08 3.4341512025462458e-07 -2.5074988011889829e-08 8.4416975344275916e-08 1.8449433429168496e-07
leaf_weight=22 21 24 21 26 33 21 22 20 21 25 27 39 2262 27 38 29 20 21 22 27 21 25 38 20 21 57 33 42 71 25
leaf_count=22 21 24 21 26 33 21 22 20 21 25 27 39 2262 27 38 29 20 21 22 27 21 25 38 20 21 57 33 42 71 25
internal_value=0 -5.39105e-08 1.86273e-09 1.41006e-08 -4.63799e-08 4.98274e-10 1.4389e-09 1.06948e-07 -7.19738e-11 1.48082e-09 5.1995e-10 1.95705e-09 -3.33812e-09 2.36371e-08 1.13818e-07 -1.54717e-08 2.55041e-08 2.79812e-09 -2.19939e-08 1.06477e-08 -2.95747e-07 -2.54373e-08 3.35981e-08 -2.76901e-10 2.21416e-08 -3.83339e-08 1.72322e-07 -2.38665e-08 1.3895e-08 5.31225e-08
internal_weight=0 104 3017 83 57 2996 2975 42 2933 2911 2890 2863 2301 562 170 392 342 322 301 276 50 254 143 229 209 149 60 105 128 67
internal_count=3121 104 3017 83 57 2996 2975 42 2933 2911 2890 2863 2301 562 170 392 342 322 301 276 50 254 143 229 209 149 60 105 128 67
is_linear=0
shrinkage=0.1


Tree=9918
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 12 132 15 1209 1212 1212 1212 1212 1210 129 2 403 12 402 13 402 1210 1208 12 12 43 1429 1 2 0 2
split_gain=3.46164e-11 7.93899e-10 4.18649e-10 1.57409e-10 3.3951e-11 5.56877e-11 5.25455e-11 3.28341e-11 3.43615e-11 1.74542e-10 1.55322e-10 5.51344e-11 5.4222e-11 5.23704e-11 5.17727e-11 1.24385e-10 4.75351e-11 4.6138e-11 3.25677e-10 2.02046e-10 4.16804e-11 3.93249e-11 3.93789e-11 1.6428e-10 2.76763e-10 1.51074e-10 1.56834e-10 2.26323e-10 6.12385e-10 3.70456e-10
threshold=-0.083284999999999984 0.089165000000000008 0.12358500000000001 0.10022000000000002 0.11527000000000001 -0.44750499999999993 0.090455000000000021 -0.14444499999999996 -0.09386499999999999 -0.088629999999999987 -0.073259999999999978 -0.055019999999999993 -0.13847499999999999 -0.08133 0.094565000000000024 0.50657000000000008 0.090345000000000023 0.10708500000000001 -0.085744999999999988 0.10265000000000002 -0.089089999999999989 0.11846000000000001 0.09334000000000002 0.091715000000000005 -0.08287499999999999 -0.072014999999999982 0.094220000000000012 0.096015000000000017 -0.07384499999999998 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 -1 -7 -2 14 -10 -11 -12 -13 -14 15 -9 -17 19 -19 20 -15 22 23 -22 -25 -24 27 28 -27 -29
right_child=2 -3 -4 -5 -6 6 -8 8 9 10 11 12 13 17 -16 16 -18 18 -20 -21 21 -23 25 24 -26 26 -28 29 -30 -31
leaf_value=-1.5643496812137291e-07 1.2795568942181036e-07 5.9414630987498145e-07 -4.588329034049821e-07 -2.9272911348243726e-07 1.2264926412052819e-07 -1.4482221358643904e-08 1.6148454278663849e-07 -1.3654663455969532e-07 2.645761462645169e-07 -2.3517414616337975e-07 1.6698703955597694e-07 1.2398689380331363e-07 1.3725829001453317e-07 -1.4254962975103679e-07 -2.0118449469919145e-07 -4.9078621378568992e-09 2.0786329645464515e-07 -2.1998906777040164e-07 2.6586663512421797e-07 -3.2134073450151847e-07 -2.4140147919335095e-09 1.3858370721209214e-07 -2.5977030550559624e-07 -1.2168098127211013e-07 2.2250353552522027e-07 -7.0026967629767853e-08 4.9296307443510073e-08 4.0025187489205076e-07 -6.635222848672129e-07 -3.2743100059932302e-08
leaf_weight=23 20 23 20 20 21 112 20 46 25 28 20 35 27 21 20 21 21 22 37 20 1751 20 26 33 80 133 240 22 20 194
leaf_count=23 20 23 20 20 21 112 20 46 25 28 20 35 27 21 20 21 21 22 37 20 1751 20 26 33 80 133 240 22 20 194
internal_value=0 3.83383e-08 -2.89201e-09 -2.6884e-08 3.32564e-09 -1.28408e-08 1.21794e-08 2.72052e-10 -6.20217e-10 1.54964e-09 -8.5991e-10 1.56912e-09 3.35115e-10 -1.30049e-09 -5.59516e-08 -2.29441e-08 1.01478e-07 -2.72893e-09 8.47001e-08 -4.7439e-09 -2.25101e-09 -1.08139e-09 -2.19916e-09 5.12761e-09 1.21989e-07 -2.37064e-08 -1.36281e-08 -5.45546e-08 -1.47608e-07 1.13582e-08
internal_weight=0 219 2902 196 176 155 132 2882 2862 2754 2729 2701 2681 2646 108 88 42 2619 59 2560 2540 2519 2499 1864 113 635 609 369 153 216
internal_count=3121 219 2902 196 176 155 132 2882 2862 2754 2729 2701 2681 2646 108 88 42 2619 59 2560 2540 2519 2499 1864 113 635 609 369 153 216
is_linear=0
shrinkage=0.1


Tree=9919
num_leaves=31
num_cat=0
split_feature=130 121 33 394 132 50 132 1203 391 47 0 1 0 15 47 1 0 151 156 42 49 447 131 1456 130 49 0 13 157 131
split_gain=3.18741e-11 6.55638e-11 3.60325e-11 3.37932e-11 4.34582e-11 7.41612e-10 4.28703e-10 1.90337e-10 4.38517e-11 4.11962e-11 3.5067e-10 1.55635e-09 4.23072e-10 1.02908e-10 9.70895e-11 6.42401e-11 5.46365e-11 4.92633e-11 1.68938e-10 3.05577e-10 3.02229e-10 5.09444e-11 4.07463e-11 5.30545e-11 4.02222e-11 3.99953e-11 7.26731e-11 5.61466e-11 3.88043e-11 3.90867e-11
threshold=-0.23647499999999996 -0.088279999999999983 -0.044254999999999996 -0.14580499999999996 -0.083284999999999984 0.10022000000000002 -0.069704999999999989 0.089480000000000018 -0.086514999999999981 0.092165000000000011 -0.10224499999999999 0.099660000000000012 -0.095504999999999993 -0.18895499999999996 0.090100000000000013 0.11588000000000001 -0.091794999999999988 -0.10737499999999998 0.087515000000000009 0.083715000000000026 0.11042000000000002 0.094580000000000011 0.096490000000000006 -0.049894999999999995 0.09567500000000001 -0.0087049999999999992 -0.080689999999999984 -0.074044999999999986 0.39282000000000006 0.091360000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 24 5 7 -6 -5 -8 14 11 -11 -12 -13 17 -15 -14 18 19 20 -10 28 23 -18 -4 -25 -27 -28 29 -19
right_child=1 2 3 4 6 -7 8 -9 9 10 12 13 16 15 -16 -17 22 21 -20 -21 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-1.258390818748012e-07 1.6209833884772707e-07 1.3004049778585016e-07 -1.8846258804555441e-07 1.5592239321904345e-08 -4.6471085838106781e-07 6.0736309584236946e-07 1.3743802352040724e-07 -3.110634233394194e-07 2.3073289780852606e-07 -9.7979742605502909e-07 4.5721653409356939e-07 2.1227387830571216e-07 -1.6327652603691109e-07 -1.7177028316046232e-07 2.1718568492006054e-07 7.3281757337895219e-08 1.7712764680766215e-07 -6.4531854500648008e-09 -1.1441740996629178e-07 4.1237935078137462e-07 -2.5698131969065233e-07 -1.3599404898708861e-07 -1.0041755133223038e-07 -1.1435610514827961e-07 2.956658006348295e-09 1.8138557026740426e-07 -1.3430431106666287e-07 4.3438426189368329e-08 1.1083659629665847e-07 3.5398976891144462e-08
leaf_weight=20 25 21 21 165 20 21 23 20 27 20 21 21 22 23 21 20 20 2011 36 28 24 28 31 24 23 24 27 52 31 251
leaf_count=20 25 21 21 165 20 21 23 20 27 20 21 21 22 23 21 20 20 2011 36 28 24 28 31 24 23 24 27 52 31 251
internal_value=0 8.09492e-10 -5.01374e-10 -1.39872e-09 -1.27321e-10 4.42043e-08 -3.38304e-09 -1.97219e-08 -7.00981e-11 -1.21517e-09 -3.58784e-08 -2.09801e-07 3.02279e-08 3.0823e-08 3.08776e-09 -5.77926e-08 -1.46059e-08 1.24209e-09 6.5129e-08 1.46948e-07 1.22032e-09 -1.92336e-09 3.76909e-09 2.57404e-08 -8.84025e-08 1.89991e-09 2.89887e-08 -1.73091e-08 -2.86209e-10 -1.80911e-09
internal_weight=0 3101 3076 3055 3011 206 2805 185 2785 2762 305 84 221 64 2457 43 200 2436 115 79 51 2321 178 147 44 127 103 79 2293 2262
internal_count=3121 3101 3076 3055 3011 206 2805 185 2785 2762 305 84 221 64 2457 43 200 2436 115 79 51 2321 178 147 44 127 103 79 2293 2262
is_linear=0
shrinkage=0.1


Tree=9920
num_leaves=31
num_cat=0
split_feature=394 403 130 130 142 11 33 9 4 12 1210 1210 3 1210 13 3 16 3 2 4 157 157 472 482 158 157 49 158 0 1208
split_gain=3.22267e-11 2.06904e-10 3.31549e-11 4.8884e-11 3.13592e-11 5.338e-11 5.41985e-11 3.52972e-11 4.8041e-11 3.46557e-11 1.67921e-10 1.46008e-10 3.40029e-10 1.44511e-10 1.0182e-10 2.01807e-10 1.51964e-10 3.67587e-10 3.29306e-10 1.18338e-10 1.39017e-10 1.29879e-10 1.67476e-10 1.23e-10 1.5806e-10 1.13246e-10 9.84837e-11 1.15035e-10 9.6688e-11 1.21844e-10
threshold=0.084995000000000015 -0.074254999999999988 -0.22699999999999995 -0.12279499999999997 -0.057499999999999989 -1.0000000180025095e-35 -0.009184999999999997 0.089995000000000006 0.41816000000000003 0.093765000000000015 -0.064799999999999983 -0.13847499999999999 -0.082879999999999995 -0.0049999999999999984 -0.077944999999999987 -0.045649999999999989 -0.13941499999999998 -0.074479999999999977 0.10188000000000001 -0.50052499999999989 -0.28320499999999993 -0.06482499999999998 -0.063449999999999993 0.11191500000000001 -1.0000000180025095e-35 0.11933000000000001 0.12595000000000003 0.12105 -0.08867499999999999 0.106285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 -7 9 -9 11 -11 12 -8 -12 16 19 -15 -18 -19 -16 -21 -22 -23 24 -24 26 27 28 -26 -30
right_child=1 -3 3 4 5 6 7 8 -10 10 13 -13 -14 14 15 -17 17 18 -20 20 21 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-1.2970706841031188e-07 2.8921910572421441e-07 -9.7439887728371352e-08 1.5151315654379904e-07 1.1226626549879863e-07 -1.3992575073221554e-07 -1.4782209785835221e-07 -7.3063446734522594e-08 2.0334337989424968e-07 4.5529954573545006e-09 -2.3728350072778596e-07 2.1713578488157951e-07 1.0599518168400558e-09 4.6598189116635205e-07 -9.0976731065576429e-08 1.8503972685725611e-07 -3.1373803903989031e-07 -1.1505573417221528e-07 6.4054692373360932e-07 7.3567408892791901e-08 -2.8560975089303178e-07 2.2043921698392903e-07 -2.8557650216498588e-07 2.4851239078563357e-07 -2.3047957645653348e-07 -1.629420892069287e-07 1.6890626676317409e-07 1.3396735468059858e-07 -2.789324875201211e-07 7.5363165772102763e-09 -2.4940781244708888e-07
leaf_weight=20 25 31 21 24 28 25 25 20 31 34 27 2122 22 38 26 25 29 20 21 21 21 25 23 26 51 29 31 21 239 20
leaf_count=20 25 31 21 24 28 25 25 20 31 34 27 2122 22 38 26 25 29 20 21 21 21 25 23 26 51 29 31 21 239 20
internal_value=0 7.51757e-08 -1.37438e-09 -5.31476e-10 -1.58734e-09 -2.49817e-09 -1.20343e-09 4.03669e-11 8.251e-08 -1.41196e-09 -2.03071e-08 4.92127e-09 1.79256e-07 -9.66182e-09 -1.88563e-08 -3.60581e-08 7.00196e-08 1.57418e-07 3.50143e-07 -2.30337e-08 -3.37042e-08 -2.28194e-08 -3.38052e-08 -1.95e-08 -6.25012e-09 -2.12362e-08 -3.64686e-08 -5.24308e-08 -3.70872e-08 -1.23049e-08
internal_weight=0 56 3065 3045 3024 3000 2972 2947 51 2896 727 2169 47 693 666 558 108 70 41 533 507 486 465 440 414 391 362 331 310 259
internal_count=3121 56 3065 3045 3024 3000 2972 2947 51 2896 727 2169 47 693 666 558 108 70 41 533 507 486 465 440 414 391 362 331 310 259
is_linear=0
shrinkage=0.1


Tree=9921
num_leaves=31
num_cat=0
split_feature=1206 1210 16 16 1208 1210 1213 1209 1209 402 12 1200 43 403 402 1211 1203 1186 1185 15 15 15 1 51 474 43 43 401 52 1
split_gain=3.12534e-11 3.42801e-11 1.18967e-10 5.23759e-11 4.81707e-11 5.09617e-11 2.88622e-10 5.26236e-11 4.60735e-11 3.84778e-11 1.12451e-10 9.79118e-11 7.27926e-11 1.00369e-10 7.60967e-11 6.59378e-11 1.16897e-10 8.18629e-11 3.85676e-11 4.25753e-11 2.39864e-10 1.65722e-10 1.63981e-09 7.65883e-11 9.40855e-11 8.29053e-11 2.30209e-10 9.53195e-11 7.89443e-11 7.42171e-11
threshold=1.0000000180025095e-35 0.0028200000000000005 -0.072359999999999994 -0.085589999999999986 0.098655000000000007 -0.13847499999999999 -0.083944999999999978 0.10183000000000002 0.088060000000000013 -0.092414999999999983 0.089085000000000011 0.086110000000000006 0.05259500000000001 -0.12877499999999997 -0.46726499999999999 0.11048500000000001 0.088820000000000024 -0.11456499999999999 0.093750000000000014 -0.10203999999999998 -0.099734999999999976 -0.11713499999999999 0.092695000000000013 -0.10316499999999999 0.097660000000000011 -0.08231999999999999 -0.08595499999999999 0.086810000000000012 -0.010034999999999999 0.13756000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1 8 9 10 -7 15 13 -12 -14 16 17 -11 19 21 -21 23 -23 -19 25 26 28 29 -25 -27
right_child=-2 2 -4 -5 -6 7 -8 -9 -10 11 12 -13 14 -15 -16 -17 -18 18 -20 20 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=3.9160075516520014e-07 -1.2461094115678863e-07 8.4338214308606521e-08 2.5648276187726169e-07 -1.2457936087173494e-07 -1.3634050682972324e-07 -2.1733426116554711e-07 -1.0960617373712013e-07 -1.4574982481008192e-07 1.1083519464858836e-07 1.9664569929237327e-07 -3.812961695968755e-08 1.905805093721719e-07 3.1439687507951357e-08 2.2738396756594171e-07 -2.3157906412698348e-07 1.4919847051612973e-07 -1.8396443179215439e-07 -1.5360507865811371e-07 -1.3342759288548223e-07 -3.5146102504768352e-07 -3.4930482939912491e-09 -2.6807174113191898e-07 7.3623970287673634e-07 -1.0439494842905284e-07 2.2072935229018531e-07 -3.0935172599160727e-08 3.8517900861734235e-07 -2.1448238696208932e-07 8.9815859638520124e-08 1.0487675621919022e-07
leaf_weight=20 20 24 23 24 26 32 27 25 37 21 35 27 22 24 22 29 35 29 22 20 2086 37 29 36 21 225 20 24 50 49
leaf_count=20 20 24 23 24 26 32 27 25 37 21 35 27 22 24 22 29 35 29 22 20 2086 37 29 36 21 225 20 24 50 49
internal_value=0 7.98285e-10 6.94833e-08 -2.01206e-08 -8.11166e-10 3.61857e-10 1.03673e-07 -1.28023e-09 -4.83912e-11 -1.46556e-09 -5.35932e-08 1.08417e-09 -2.72221e-09 6.98759e-08 -1.0007e-07 -7.87916e-10 -2.3965e-09 -1.55023e-11 -1.57513e-09 -4.70498e-10 -6.79759e-09 2.51542e-08 1.73217e-07 3.62972e-09 1.43587e-08 3.6315e-09 7.95864e-08 -2.3386e-08 8.51831e-09 -6.64764e-09
internal_weight=0 3101 71 48 3030 3004 47 2957 2932 2895 135 2760 103 59 44 2733 2704 2669 2648 2626 2106 520 66 454 425 404 106 298 86 274
internal_count=3121 3101 71 48 3030 3004 47 2957 2932 2895 135 2760 103 59 44 2733 2704 2669 2648 2626 2106 520 66 454 425 404 106 298 86 274
is_linear=0
shrinkage=0.1


Tree=9922
num_leaves=31
num_cat=0
split_feature=47 2 47 1366 132 1203 1185 50 132 448 447 2 2 39 2 2 484 158 160 16 4 2 51 52 2 3 52 9 9 1
split_gain=3.09216e-11 2.39223e-10 6.6464e-11 4.82021e-11 4.29273e-11 9.52322e-10 4.06609e-10 1.34699e-10 4.30391e-11 4.17241e-11 4.93485e-11 4.50814e-11 2.05526e-10 1.29243e-10 1.26618e-10 2.79429e-10 2.70189e-10 2.31441e-10 2.36165e-10 1.89213e-10 1.40183e-10 1.32368e-10 1.47334e-10 1.40099e-10 2.77416e-10 1.55237e-10 1.83731e-10 1.20468e-10 2.36312e-10 1.11164e-10
threshold=0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 -0.082814999999999986 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.087730000000000016 -0.037359999999999997 0.030280000000000001 0.09290000000000001 0.10613000000000002 0.10527500000000002 -1.0000000180025095e-35 0.10912000000000001 0.11018500000000002 0.10126500000000001 0.10654500000000001 0.087570000000000023 0.51222500000000004 -0.0086549999999999978 0.11237500000000002 -0.023524999999999997 0.10263500000000002 0.11747 -0.15447499999999995 0.016565000000000003 0.092235000000000011 0.085555000000000006 0.088975000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -6 -5 -8 10 11 12 13 -10 19 -16 17 18 21 20 -13 22 -17 25 -25 -23 -27 28 29 -15
right_child=1 -3 -4 4 6 -7 8 -9 9 -11 -12 14 -14 27 15 16 -18 -19 -20 -21 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=1.4624722552980531e-07 -3.6401573595412633e-07 -7.4901753681333906e-09 1.7658905914107561e-07 3.6121469464645594e-09 -4.5169345014528517e-07 6.9965470128607876e-07 1.1273255508700351e-07 -2.6658054449193345e-07 2.5571447825001315e-07 -1.2417895831617897e-07 1.3281244995206572e-07 1.3759230276614669e-07 2.9738799923369664e-07 1.4224609952481647e-08 3.5923394847259261e-07 -2.0110703644604654e-08 -3.8205724212758695e-07 2.6675432403361153e-07 2.2238192972931106e-07 -3.8504508437328067e-07 -1.8665597560622398e-07 2.6026074528638012e-07 -3.9512632784263508e-07 -4.473512354572697e-07 -1.7092174197026654e-08 -4.484371742173255e-08 2.7216000958674158e-07 -1.7375310899471796e-07 3.3738628632460987e-07 -4.3729855035900418e-08
leaf_weight=23 20 319 22 152 20 20 34 21 20 27 28 24 24 1345 20 20 20 29 35 23 30 22 22 22 47 213 20 39 21 439
leaf_count=23 20 319 22 152 20 20 34 21 20 27 28 24 24 1345 20 20 20 29 35 23 30 22 22 22 47 213 20 39 21 439
internal_value=0 -2.85241e-08 3.46479e-09 2.08481e-09 8.73361e-10 4.63417e-08 -2.57609e-09 -2.91858e-08 9.82689e-10 -5.43212e-10 8.12113e-10 -7.05756e-10 6.61813e-09 2.87432e-09 -2.59846e-08 -6.51075e-09 -2.27661e-08 -6.05485e-09 -2.57842e-08 -1.44851e-07 -4.25456e-08 -4.95159e-08 -2.16547e-07 -2.78637e-08 -1.54276e-07 6.34206e-09 -1.76331e-08 1.32015e-10 3.88909e-09 -3.66065e-11
internal_weight=0 339 2782 2760 2737 193 2544 173 2524 2490 2463 2435 1888 1864 547 470 450 430 401 77 54 366 42 324 69 255 233 1844 1805 1784
internal_count=3121 339 2782 2760 2737 193 2544 173 2524 2490 2463 2435 1888 1864 547 470 450 430 401 77 54 366 42 324 69 255 233 1844 1805 1784
is_linear=0
shrinkage=0.1


Tree=9923
num_leaves=31
num_cat=0
split_feature=12 15 484 142 45 3 1429 156 1429 1426 1429 1429 475 1429 474 4 0 157 16 480 157 157 0 151 16 13 1447 13 43 481
split_gain=3.05387e-11 4.83629e-11 8.40385e-11 3.4577e-11 4.88351e-11 4.08982e-10 8.10238e-11 6.99258e-11 7.17286e-11 4.16141e-11 5.98843e-11 4.89682e-11 3.65749e-11 5.25249e-11 7.20884e-11 4.55064e-11 1.4631e-10 4.69061e-11 2.38271e-10 2.23535e-10 1.62239e-10 6.7939e-11 1.5666e-10 8.5676e-11 1.61032e-10 6.26291e-11 1.24831e-10 2.06224e-10 2.64168e-10 3.86933e-10
threshold=0.23631000000000002 -0.5556049999999999 0.095680000000000015 -0.057499999999999989 0.083445000000000005 0.10299500000000002 -0.23587499999999997 0.3248100000000001 -0.10379499999999998 -0.061919999999999996 -0.060529999999999994 -0.0091699999999999993 0.058495000000000012 0.12387000000000002 -0.14697499999999997 -0.50690499999999983 0.11070500000000001 -0.087424999999999989 -0.013024999999999998 0.08610000000000001 -0.086079999999999976 -0.08266999999999998 -0.084509999999999988 0.10561000000000002 -0.083134999999999987 -0.083364999999999981 -0.086279999999999982 -0.087324999999999986 -0.013024999999999998 -0.081539999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -5 8 -8 -10 -11 -12 13 14 -13 16 -16 18 19 -17 -19 22 -22 25 -25 26 -23 -28 -29 -30
right_child=-2 3 -4 4 5 -7 7 -9 9 10 11 12 -14 -15 15 17 -18 20 -20 -21 21 23 -24 24 -26 -27 27 28 29 -31
leaf_value=-3.3247564539868275e-08 -1.1479551818885501e-07 1.2150919559417162e-07 2.431553945505336e-07 1.9577622435376509e-07 -4.4700923638174574e-07 1.4506853014089366e-07 1.7582795361131108e-07 -1.8769513147276486e-07 -1.1312210757075787e-07 1.2621567508619125e-07 -1.5775163404896376e-07 1.7955846057692393e-07 1.0393594917249258e-07 -1.5586685907206548e-07 -2.2178534080868278e-07 2.60868666217633e-07 6.9725006751451532e-08 2.1928137945959702e-07 -2.7827438919433355e-07 -1.5857175365378379e-07 7.1026370858836202e-08 1.5705971042242103e-07 -2.8011105025935078e-07 -9.6394694395485214e-08 2.6320731935260431e-07 9.7328528021753274e-09 -1.3764281638581141e-09 -5.6294788277474104e-08 5.3893011298100651e-09 -5.7493389302062844e-07
leaf_weight=22 23 23 22 21 20 28 23 20 33 37 20 22 33 22 36 27 33 34 34 24 24 36 27 20 33 1694 533 150 20 27
leaf_count=22 23 23 22 21 20 28 23 20 33 37 20 22 33 22 36 27 33 34 34 24 24 36 27 20 33 1694 533 150 20 27
internal_value=0 8.60362e-10 1.04954e-07 -6.39349e-10 -1.56624e-09 -1.01631e-07 4.39101e-11 -1.34379e-09 -7.69593e-11 -1.46299e-09 -1.86219e-10 -1.8278e-09 -7.25477e-10 -1.96075e-09 -7.40155e-10 -2.1815e-09 -8.23673e-08 -1.19318e-10 -7.32188e-08 6.34849e-08 2.27231e-09 -6.05343e-10 -1.1487e-07 1.7136e-09 1.27508e-07 -9.96618e-10 -2.47247e-08 -3.36894e-08 -1.21115e-07 -3.27988e-07
internal_weight=0 3098 44 3054 3031 48 2983 2962 2942 2919 2886 2849 2829 2796 2774 2752 69 2683 85 51 2598 2564 51 2513 53 2460 766 730 197 47
internal_count=3121 3098 44 3054 3031 48 2983 2962 2942 2919 2886 2849 2829 2796 2774 2752 69 2683 85 51 2598 2564 51 2513 53 2460 766 730 197 47
is_linear=0
shrinkage=0.1


Tree=9924
num_leaves=31
num_cat=0
split_feature=1209 1212 1212 1212 1212 403 1210 1210 1208 401 4 1210 1211 1203 132 394 4 4 2 4 4 2 402 14 2 2 48 150 2 484
split_gain=2.92681e-11 2.82258e-11 1.22975e-10 1.02714e-10 4.35488e-11 3.74686e-11 3.40581e-11 3.91041e-11 3.52811e-11 3.45644e-11 1.37568e-10 6.15995e-11 4.8898e-11 5.12875e-11 2.47324e-10 6.94104e-11 3.73498e-11 1.24101e-10 2.32887e-10 1.83589e-10 3.21422e-10 7.94266e-11 1.53376e-10 1.44399e-10 1.39549e-10 1.97915e-10 1.54467e-10 2.63547e-10 1.80283e-10 1.88154e-10
threshold=-0.14444499999999996 -0.09386499999999999 -0.088629999999999987 -0.075499999999999998 -0.063924999999999996 0.072365000000000027 -0.13847499999999999 -0.089089999999999989 0.11846000000000001 -1.0000000180025095e-35 -0.076229999999999978 0.0028200000000000005 0.11048500000000001 0.088820000000000024 -0.081684999999999994 0.11233000000000001 -0.0019149999999999998 -0.0039549999999999993 0.090310000000000015 -0.0047449999999999992 -0.0057249999999999992 0.10402500000000002 0.095140000000000016 -0.23960999999999996 0.10644500000000001 0.10803500000000001 -0.075224999999999986 0.11648500000000002 0.11237500000000002 0.090535000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2 -6 -8 9 10 -9 12 13 15 -15 16 17 19 -19 20 -11 23 24 -18 -23 -26 -27 28 -28 -30
right_child=1 2 3 4 6 -7 7 8 -10 11 -12 -13 -14 14 -16 -17 21 18 -20 -21 -22 22 -24 -25 25 26 27 -29 29 -31
leaf_value=1.2058645815216096e-07 -1.6345414677417742e-07 2.1355481294449419e-07 -1.9498490244300399e-07 1.4112112458002975e-07 9.6557487852224864e-08 -2.0907444843976587e-08 -1.3727471280758221e-07 5.573842415174113e-08 1.3203686037854824e-07 -5.7120215623046726e-09 -2.4468814030098186e-07 1.3417638714606575e-07 1.1973245691341149e-07 -3.4340272717277763e-07 6.8781748930669483e-08 1.8494408237756943e-07 2.3728141887936682e-07 -4.0568359764847629e-07 6.5805038786947995e-08 2.7985970157053751e-07 -3.9962489786321822e-07 -2.0352468226292332e-07 -2.8967900792764569e-07 2.4832887199456839e-08 3.170423165954617e-07 -2.629036302437271e-07 -2.5329054487844493e-07 3.0443164799213003e-07 3.9314281817710199e-08 -2.0526975982685751e-07
leaf_weight=20 23 27 27 22 36 93 21 35 20 1524 27 34 33 24 37 20 34 22 20 22 21 33 20 542 20 22 29 28 249 36
leaf_count=20 23 27 27 22 36 93 21 35 20 1524 27 34 33 24 37 20 34 22 20 22 21 33 20 542 20 22 29 28 249 36
internal_value=0 -7.74322e-10 1.10642e-09 -8.32763e-10 9.55741e-10 -4.9171e-08 -1.04292e-10 -1.31551e-09 -3.14406e-10 -1.24909e-09 -7.50925e-08 4.03722e-10 -1.25866e-09 -2.7358e-09 -9.33892e-08 -6.42739e-10 -2.05835e-09 -1.15284e-08 -1.81165e-07 -6.9817e-09 -1.10662e-08 1.29835e-08 -1.91641e-08 3.73733e-08 -6.18979e-09 1.07687e-08 -6.05955e-09 1.04626e-08 -1.57512e-08 8.41946e-09
internal_weight=0 3101 2985 2958 2931 116 2909 2873 2852 2832 62 2770 2736 2703 61 2642 2622 1609 42 1567 1545 1013 437 576 417 384 364 342 314 285
internal_count=3121 3101 2985 2958 2931 116 2909 2873 2852 2832 62 2770 2736 2703 61 2642 2622 1609 42 1567 1545 1013 437 576 417 384 364 342 314 285
is_linear=0
shrinkage=0.1


Tree=9925
num_leaves=31
num_cat=0
split_feature=132 1211 393 1203 50 0 12 1203 52 1212 43 16 52 1213 1213 401 1209 1212 402 3 391 129 1209 1209 1212 130 15 43 1213 402
split_gain=2.81939e-11 7.1465e-10 3.41654e-10 8.981e-11 2.74102e-11 2.91412e-11 6.11452e-11 4.23142e-11 5.4055e-11 2.68249e-11 1.70753e-10 2.95887e-10 1.84748e-10 6.64971e-11 5.16538e-10 3.74568e-10 2.36598e-10 6.93901e-11 6.305e-11 2.40485e-10 1.59454e-10 1.14609e-10 5.5949e-11 6.93561e-11 5.67576e-11 4.9267e-11 4.69629e-11 4.57088e-11 4.26917e-11 1.76712e-10
threshold=-0.083284999999999984 0.085535000000000014 0.12679500000000002 0.089165000000000008 0.093975000000000017 -0.097734999999999989 0.10911500000000002 0.084545000000000009 0.088005000000000014 -0.09083999999999999 -0.0047449999999999992 -0.081414999999999987 0.086275000000000004 -0.085284999999999986 -0.087969999999999979 0.10956 0.086665000000000006 -0.069964999999999986 0.10686000000000002 -0.085784999999999986 -0.087114999999999984 -0.04689999999999999 -0.084519999999999984 -0.069599999999999981 -0.017094999999999996 0.12174000000000001 0.088345000000000021 -0.0017249999999999998 -0.077179999999999985 -0.092414999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 -1 7 8 -7 10 11 -2 -12 14 16 17 26 -15 20 -20 -19 -22 -23 -24 -25 28 27 -11 29 -26
right_child=2 -3 -4 -5 -6 6 -8 -9 -10 13 12 -13 -14 15 -16 -17 -18 18 19 -21 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-8.5006832875933474e-08 -4.8471222726220729e-07 6.0441353134876862e-07 -4.144992976762296e-07 -2.2365001314028633e-07 -1.0755384575337043e-07 1.310515510128268e-08 1.5566015211136125e-07 1.0263663183549298e-07 -1.7100725640177745e-07 2.229777399926596e-08 2.0771384096238571e-07 2.3706882208952105e-11 -1.1072430735582981e-07 1.6870242075128772e-07 4.225737558982701e-07 -3.4133411874748276e-07 -3.2722685929797993e-07 -2.8197643924698924e-07 3.737670905934465e-07 -1.0535099270534622e-07 2.3414245228807543e-07 -1.6299242458574426e-07 1.8638948517946119e-07 -1.6428408084071375e-07 -1.636402050478193e-07 1.4648802043073219e-07 -5.9637961620014285e-08 2.0624452862317743e-07 -2.8613891998347921e-09 1.8528177421064765e-07
leaf_weight=25 20 20 20 20 21 52 31 27 23 35 38 34 35 25 32 32 22 20 20 22 21 21 20 21 21 23 31 22 2320 47
leaf_count=25 20 20 20 20 21 52 31 27 23 35 38 34 35 25 32 32 22 20 20 22 21 21 20 21 21 23 31 22 2320 47
internal_value=0 3.45955e-08 -2.61396e-09 -2.26726e-08 -2.1702e-10 1.40493e-08 3.26688e-08 -4.71088e-09 -4.3356e-08 2.44367e-10 -4.46903e-08 -1.79508e-07 5.5038e-08 2.31576e-09 6.89605e-08 -1.30596e-09 -3.39088e-08 2.90981e-09 1.28821e-09 1.228e-07 -7.41827e-10 1.51346e-09 -4.61956e-10 9.30026e-10 -5.95134e-10 8.3061e-10 3.94207e-08 9.32948e-08 -5.72288e-10 7.75265e-08
internal_weight=0 219 2902 199 179 158 133 102 75 2882 127 54 73 2755 142 2613 110 2581 2556 42 2514 2494 2473 2452 2432 2411 88 57 2388 68
internal_count=3121 219 2902 199 179 158 133 102 75 2882 127 54 73 2755 142 2613 110 2581 2556 42 2514 2494 2473 2452 2432 2411 88 57 2388 68
is_linear=0
shrinkage=0.1


Tree=9926
num_leaves=31
num_cat=0
split_feature=393 1209 1455 43 0 483 481 133 1447 42 51 1455 1455 43 3 12 1456 2 482 482 1 482 16 482 45 366 3 49 1454 16
split_gain=3.05228e-11 3.04655e-11 2.82526e-11 1.09165e-10 1.3972e-10 6.95078e-11 5.29751e-11 3.00517e-10 6.0204e-10 5.84321e-10 2.07744e-10 7.13746e-11 5.8637e-11 2.15607e-10 3.46356e-10 2.34265e-10 2.14219e-10 1.36675e-10 6.5361e-11 1.32412e-10 1.72112e-10 1.12531e-10 1.9164e-10 1.23824e-10 5.16606e-11 5.40852e-11 4.97748e-11 2.51158e-10 2.0181e-10 1.37575e-10
threshold=0.12679500000000002 -0.14444499999999996 -0.097209999999999977 -0.013199999999999998 -0.079459999999999989 0.13622000000000004 -0.085629999999999984 0.087625000000000022 0.059120000000000013 0.086950000000000013 -0.015099999999999997 -0.088874999999999982 0.088115000000000013 -0.077824999999999991 -0.073309999999999986 0.090020000000000017 -0.086779999999999982 0.10402500000000002 0.11117500000000001 0.098465000000000011 0.16540500000000002 0.089745000000000005 -0.0073349999999999986 0.086210000000000023 0.10331000000000001 0.090115000000000015 -0.095524999999999985 0.11236 0.099235000000000004 0.63636000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 9 10 -4 -8 16 15 -15 -14 -13 -16 19 20 21 23 -23 24 25 26 27 29 -28 -18
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leaf_value=1.2206216609911283e-07 1.0211280376661934e-07 1.8982927668809639e-07 9.4504626145941942e-08 -2.6105116560870558e-07 -1.7156764098302801e-07 1.7672487809312026e-07 -1.8389709469152587e-07 3.4422856772223518e-07 -4.8264838196390973e-07 4.5412299925828853e-07 -3.3532355080916949e-07 2.9763350137083462e-07 -9.5849023296068486e-08 -4.451426054904081e-07 1.6396004906235487e-07 2.8535246729331576e-07 2.3643478137535922e-08 -1.8467841274824341e-07 1.6918891041293387e-07 -2.3294241887583668e-07 2.5942231732756227e-07 -3.7313255218536638e-07 2.7887408211750671e-08 2.2961247993961203e-07 1.4910481059938652e-07 -1.5744669361123196e-07 -6.7105130145445284e-09 3.7348590410601905e-07 -3.1830913774418455e-07 -2.4520413681727861e-07
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internal_value=0 -9.5911e-10 -1.76003e-09 -6.80366e-08 2.17377e-08 -3.72385e-10 -1.67675e-09 6.17821e-08 -2.26607e-08 1.12269e-07 -1.15634e-07 -4.47151e-09 -3.08111e-09 -6.59469e-08 -1.81948e-07 6.58728e-08 2.0432e-10 -6.48542e-09 -2.4652e-09 -3.88918e-09 -1.70938e-09 -4.21833e-09 -1.55913e-07 -1.36737e-09 -3.46636e-09 -4.80417e-09 -3.39195e-09 2.7376e-08 -9.89939e-09 1.06557e-08
internal_weight=0 3092 3072 63 43 3009 2987 126 97 75 45 2861 2839 141 75 66 2698 45 2674 2652 2627 2602 48 2554 2531 2509 2486 434 2052 414
internal_count=3121 3092 3072 63 43 3009 2987 126 97 75 45 2861 2839 141 75 66 2698 45 2674 2652 2627 2602 48 2554 2531 2509 2486 434 2052 414
is_linear=0
shrinkage=0.1


Tree=9927
num_leaves=31
num_cat=0
split_feature=47 47 0 15 0 2 393 47 484 1456 42 1366 448 447 43 1371 43 3 0 150 3 151 1373 150 13 483 482 158 484 484
split_gain=2.84661e-11 2.06964e-10 2.03803e-10 1.06359e-09 3.79445e-10 1.00424e-10 5.34677e-11 5.04782e-11 5.03331e-11 6.56963e-11 4.04054e-11 3.87344e-11 3.72083e-11 3.53318e-11 3.64317e-11 1.99687e-10 1.44544e-10 3.76706e-10 5.89816e-10 1.19003e-10 2.31182e-10 2.25754e-10 1.14601e-10 1.11723e-10 1.52307e-10 9.03617e-11 4.17269e-10 2.53522e-10 1.15535e-10 1.06358e-10
threshold=0.092710000000000015 0.09055500000000001 -0.10224499999999999 -0.11033999999999998 -0.09595999999999999 0.10402500000000002 0.12679500000000002 0.089100000000000013 -0.078424999999999981 -0.071109999999999993 0.085730000000000015 -0.082814999999999986 0.030280000000000001 0.09290000000000001 -0.081674999999999984 0.083235000000000017 -0.08287499999999999 -0.082234999999999989 -0.082844999999999988 0.11156000000000001 -0.083654999999999993 -0.14575499999999997 1.0000000180025095e-35 0.12820000000000001 0.11217000000000001 0.10143000000000001 0.090355000000000005 0.107145 0.088605000000000003 0.085130000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -4 -2 7 11 10 -10 -6 -1 13 14 16 22 19 -18 -19 21 -21 -13 23 24 -16 26 27 28 29 -23
right_child=2 -3 4 -5 8 -7 -8 -9 9 -11 -12 12 -14 -15 15 -17 17 18 -20 20 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.2995412569817625e-07 1.5236618460383918e-07 3.1604393552156366e-07 4.2626257513775496e-07 -7.7932080913001309e-07 -1.9524689065519853e-08 -8.8940405409148837e-08 1.4364906195833803e-07 -1.5872022977703183e-07 1.7485281119888899e-07 -1.7250024315958232e-08 -2.2053570017277482e-07 2.6450354686644193e-07 -1.1717393148926561e-07 1.1058737283457081e-07 -8.4589251821424304e-09 -3.2223850155332916e-07 4.489708576076939e-07 -2.8611907665773258e-07 4.1042345575448282e-07 -4.0448048181929154e-07 7.633351347458018e-08 4.5410424919095923e-09 1.8930373395657323e-07 -2.3707018242259349e-07 2.4515549957489692e-07 -2.0923660549954094e-07 4.2454318630639731e-07 -3.0896657839910543e-07 1.8629658038180148e-07 -1.8943732471872939e-07
leaf_weight=23 35 21 21 21 20 34 26 20 20 162 20 34 27 29 1773 20 27 31 20 20 20 489 30 21 24 20 23 27 33 30
leaf_count=23 35 21 21 21 20 34 26 20 20 162 20 34 27 29 1773 20 27 31 20 20 20 489 30 21 24 20 23 27 33 30
internal_value=0 3.29472e-09 -2.76397e-08 -1.56188e-07 1.99706e-08 3.34615e-08 9.21125e-10 -4.32734e-10 -1.84624e-08 3.86018e-09 -1.2003e-07 7.30717e-10 -3.70891e-10 8.09821e-10 -3.95156e-10 -7.954e-09 1.78476e-08 1.46936e-07 -1.29651e-08 3.38086e-09 -1.64073e-07 1.35915e-08 -4.55265e-09 -7.7516e-09 -5.07175e-09 -1.23954e-10 6.82331e-09 -9.77005e-09 4.86456e-09 -6.67158e-09
internal_weight=0 2788 333 90 243 69 2767 2741 222 182 40 2721 2698 2671 2642 1868 774 78 51 696 40 656 1848 1818 1797 622 602 579 552 519
internal_count=3121 2788 333 90 243 69 2767 2741 222 182 40 2721 2698 2671 2642 1868 774 78 51 696 40 656 1848 1818 1797 622 602 579 552 519
is_linear=0
shrinkage=0.1


Tree=9928
num_leaves=31
num_cat=0
split_feature=1455 484 1455 1456 483 12 43 2 483 483 484 4 4 1365 481 484 1 2 2 481 50 154 157 1420 1420 4 4 475 16 4
split_gain=2.79766e-11 9.78395e-11 6.87098e-11 4.70427e-11 3.93408e-11 1.14744e-10 1.45641e-10 2.91657e-10 1.12618e-10 4.90253e-11 4.82956e-11 4.06615e-11 5.35313e-11 4.06682e-11 4.19802e-11 2.64118e-10 8.97811e-10 3.19048e-10 4.29356e-10 1.07876e-10 7.1917e-11 3.96262e-11 4.56275e-11 1.20198e-10 8.02687e-11 5.20219e-11 2.0626e-10 1.74566e-10 4.18257e-10 8.67499e-11
threshold=-0.097209999999999977 0.10455500000000001 -0.089344999999999994 -0.24498999999999996 0.10143000000000001 0.089735000000000023 -0.065269999999999981 0.096540000000000015 0.096950000000000022 0.095250000000000015 -0.075319999999999984 0.62931500000000018 0.59999500000000017 0.088010000000000019 -0.081614999999999979 -0.081614999999999979 0.076935000000000017 0.083715000000000026 0.086330000000000004 -0.079764999999999989 0.10877000000000002 0.084190000000000001 0.63604500000000008 -0.08341999999999998 -0.073999999999999996 -0.50427999999999995 -0.49405499999999997 -0.024084999999999999 0.22339500000000004 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 8 10 7 -7 9 11 -6 12 13 14 15 17 -17 -4 -19 -16 -20 22 23 -21 -25 27 -27 -26 -29 -28
right_child=2 3 4 -5 5 6 -8 -9 -10 -11 -12 -13 -14 -15 19 16 -18 18 20 21 -22 -23 -24 24 25 26 29 28 -30 -31
leaf_value=-2.4869221878276447e-07 1.6646169987666326e-07 -7.8509494573075292e-08 2.8740872288662584e-07 1.3119205490852437e-07 -5.3045252541784022e-08 -8.0765404438428348e-09 5.1071077268060301e-08 -5.1837840869341432e-07 1.9189168544046203e-07 -1.3140793225626828e-07 1.4756972522686089e-07 -1.3086400223943677e-07 1.5801833664594058e-07 1.3684822861974184e-07 -2.3384803263581943e-07 6.8230120492766375e-07 -1.4454719369649051e-07 -5.0943101170916011e-07 -9.2980820731725094e-08 2.0175660011020606e-07 1.6377579868276372e-07 1.3292515752348001e-07 -1.5231011047944777e-07 -1.889534082050412e-07 -3.0057125184157486e-07 3.0628507465218551e-07 -2.0366060397913361e-07 -2.2720490881462347e-07 2.7719910168259282e-07 4.7467973112543753e-10
leaf_weight=20 25 23 21 20 21 24 26 21 31 28 28 23 22 22 20 24 29 23 24 29 20 22 20 23 25 22 21 35 31 2398
leaf_count=20 25 23 21 20 21 24 26 21 31 28 28 23 22 22 20 24 29 23 24 29 20 22 20 23 25 22 21 35 31 2398
internal_value=0 -6.59638e-08 1.35796e-09 1.90261e-08 -2.93798e-12 -5.61161e-08 -1.37351e-07 -2.46217e-07 2.30862e-09 2.69389e-10 6.15919e-08 1.56125e-09 2.63712e-09 1.42017e-09 3.51134e-10 5.35178e-08 2.29875e-07 -5.26972e-08 -1.59298e-07 -2.48201e-09 2.37267e-08 -7.19892e-10 -1.849e-09 -6.84438e-10 -2.9822e-09 -1.29289e-09 1.47467e-09 -7.55306e-08 9.71213e-09 -1.29747e-09
internal_weight=0 63 3058 43 3033 120 71 45 2913 2882 49 2854 2831 2809 2787 141 53 88 67 2646 44 2626 2604 2584 2555 2532 2441 91 66 2419
internal_count=3121 63 3058 43 3033 120 71 45 2913 2882 49 2854 2831 2809 2787 141 53 88 67 2646 44 2626 2604 2584 2555 2532 2441 91 66 2419
is_linear=0
shrinkage=0.1


Tree=9929
num_leaves=31
num_cat=0
split_feature=1348 448 151 447 47 2 9 97 47 10 11 9 9 8 393 48 2 2 15 3 52 3 484 47 0 157 1 479 480 160
split_gain=2.86996e-11 4.3925e-11 3.54099e-11 4.87624e-11 3.07826e-11 2.02607e-10 5.2461e-11 4.05414e-10 1.48519e-10 9.25043e-11 4.56697e-11 5.88e-11 1.48272e-10 1.27447e-10 4.26182e-11 3.99669e-11 5.7996e-11 1.56223e-10 7.98055e-11 4.96846e-11 8.22682e-11 9.85582e-11 8.14928e-11 4.85608e-11 7.93975e-11 3.66481e-11 4.38705e-11 2.01895e-10 4.07794e-10 1.88121e-10
threshold=0.095915000000000014 0.056825000000000007 -0.5666199999999999 0.091515000000000013 0.092165000000000011 -1.0000000180025095e-35 -0.013509999999999999 -0.049229999999999996 0.090100000000000013 -0.0087699999999999983 -0.011194999999999998 0.092235000000000011 0.085555000000000006 0.097795000000000007 0.12679500000000002 0.13765500000000006 0.10402500000000002 0.092235000000000025 -0.13578499999999996 -0.078084999999999988 -0.0027449999999999996 -0.081814999999999985 -0.070679999999999979 0.10843500000000002 -0.064754999999999993 0.32331500000000007 0.088975000000000012 0.093525000000000011 0.084085000000000007 -0.43215499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 9 10 -4 -8 12 14 -13 25 16 17 19 -18 20 21 -7 -21 -24 -25 26 -12 28 29 -28
right_child=-2 -3 3 -5 5 15 8 -9 -10 -11 11 13 -14 -15 -16 -17 18 -19 -20 22 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=1.3244669077039363e-07 -1.1381736506812311e-07 1.44938373734606e-07 3.8820459867646867e-08 -1.2582882413147262e-07 -3.3717991414050631e-07 -6.0370887008197895e-08 1.4370552352345286e-07 4.2776755374932906e-07 -2.6359265321150903e-07 -2.2286109071310212e-07 7.6047855326108317e-09 -2.8199359214588851e-07 2.6261182810571882e-07 6.2418236150089493e-08 1.2923491637523583e-07 9.8992489801085266e-08 -2.1893481516599422e-07 2.3274638017220732e-07 1.86323056539095e-08 2.0152576091447829e-07 4.6852152326154639e-08 -3.3114329426098268e-07 6.9138307523530784e-08 -2.1625446248544714e-07 4.9998468755672687e-08 1.036461374242743e-07 2.7660606214396923e-07 2.8346416884449445e-07 -4.7622427604920855e-07 -2.7543814829981283e-08
leaf_weight=20 22 21 35 31 20 41 23 24 21 22 1747 22 22 21 26 31 31 26 26 20 33 20 32 24 21 34 21 21 20 643
leaf_count=20 22 21 35 31 20 41 23 24 21 22 1747 22 22 21 26 31 31 26 26 20 33 20 32 24 21 34 21 21 20 643
internal_value=0 8.03209e-10 -1.80169e-10 -1.04758e-09 2.30326e-10 -2.88465e-08 3.72772e-09 8.299e-08 1.27818e-09 -6.21794e-08 3.41752e-09 2.16544e-09 4.13315e-09 -1.13792e-07 1.86941e-09 -8.62792e-09 -2.0804e-08 2.77538e-09 -1.10571e-07 -2.85296e-08 -8.03399e-08 -1.49149e-07 2.16784e-08 -2.50352e-08 -9.20031e-08 5.37347e-10 -8.92383e-10 -2.19485e-08 -3.13252e-08 -1.79246e-08
internal_weight=0 3099 3078 3058 3027 325 2702 81 2621 57 2600 2577 2534 43 2512 305 274 217 57 191 94 61 97 77 45 2486 2452 705 684 664
internal_count=3121 3099 3078 3058 3027 325 2702 81 2621 57 2600 2577 2534 43 2512 305 274 217 57 191 94 61 97 77 45 2486 2452 705 684 664
is_linear=0
shrinkage=0.1


Tree=9930
num_leaves=31
num_cat=0
split_feature=10 0 15 10 3 11 1 1 2 15 39 15 44 44 2 401 1456 1456 16 1456 1451 1456 1456 4 0 4 471 1429 52 11
split_gain=2.83863e-11 3.50301e-10 4.37904e-10 1.91623e-10 5.49898e-11 4.80828e-11 3.79676e-11 8.10237e-11 5.76697e-11 3.18251e-10 6.61774e-10 2.0225e-10 6.67204e-11 1.00156e-10 4.16576e-11 5.48618e-11 4.40385e-11 5.46944e-11 1.09573e-10 8.84746e-11 6.26117e-11 5.22072e-11 1.67341e-10 6.24613e-11 2.0823e-10 8.63455e-11 1.60025e-10 1.31629e-10 1.00417e-10 7.36366e-11
threshold=-0.011239999999999998 -0.10224499999999999 -0.10324499999999999 -0.089679999999999982 -0.0080949999999999998 -1.0000000180025095e-35 0.13686500000000004 0.13968000000000003 -1.0000000180025095e-35 -0.10203999999999998 0.086505000000000012 -0.074054999999999996 0.099360000000000018 1.0000000180025095e-35 0.14838000000000004 0.13767000000000004 0.11510000000000002 0.091295000000000001 0.0047850000000000011 0.088395000000000015 0.089825000000000002 0.085790000000000019 0.085185000000000011 -0.50940999999999981 0.11070500000000001 -0.50052499999999989 -0.071899999999999978 -0.026244999999999997 -0.56022499999999986 0.097680000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2 8 -8 9 10 -7 -11 13 14 15 16 17 19 -19 20 21 22 23 24 -10 27 -27 -25 -28 -30
right_child=5 2 3 -5 -6 6 7 -9 12 11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 25 -26 26 28 -29 29 -31
leaf_value=-3.8121418015180099e-07 1.5271308924303369e-07 3.0956791728480975e-07 -1.1530999543651888e-07 -3.7109536213465944e-07 1.1918913351394168e-07 7.0489186981603785e-07 -2.0018556013163674e-07 -5.7115818459620401e-09 -2.7466850558298439e-07 -3.135469481143425e-07 -8.1628749935292866e-08 6.7446290928860208e-08 -1.8163762078415859e-07 2.2463867047406438e-07 1.0400621747701161e-07 -1.6643895975221312e-07 1.0668643605975759e-07 -2.3016321032779766e-07 4.7517779011985584e-08 1.876115503876008e-07 -1.6567711253154141e-07 -1.1626010773038854e-07 2.8993672149368879e-07 -3.8827562191685999e-08 7.7955900683732322e-08 -2.8214470159326766e-07 2.1961532427537479e-07 2.9981256541115426e-07 1.6202292558361429e-09 -1.9109680906126412e-07
leaf_weight=25 21 37 20 21 20 20 29 82 33 22 23 38 20 20 38 20 38 30 27 25 23 38 20 22 34 20 21 24 2290 20
leaf_count=25 21 37 20 21 20 20 29 82 33 22 23 38 20 20 38 20 38 30 27 25 23 38 20 22 34 20 21 24 2290 20
internal_value=0 -4.70875e-08 3.81489e-08 -1.26482e-07 1.93957e-09 1.92792e-09 8.64271e-10 -5.65201e-08 3.08676e-09 7.65563e-08 2.84195e-07 -7.22512e-08 3.47942e-10 1.67485e-09 3.72173e-11 -1.43422e-09 -1.95915e-10 -1.74199e-09 -9.86301e-08 4.06894e-10 -1.43205e-09 6.58216e-11 1.84536e-09 -4.93039e-10 -9.57248e-08 2.16884e-09 -4.85999e-10 1.37854e-07 1.93064e-09 -4.83165e-11
internal_weight=0 123 98 61 40 2998 2977 111 2866 103 43 60 2763 2743 2723 2685 2665 2627 57 2570 2545 2522 2484 2464 67 2397 2351 46 2331 2310
internal_count=3121 123 98 61 40 2998 2977 111 2866 103 43 60 2763 2743 2723 2685 2665 2627 57 2570 2545 2522 2484 2464 67 2397 2351 46 2331 2310
is_linear=0
shrinkage=0.1


Tree=9931
num_leaves=31
num_cat=0
split_feature=156 474 0 474 14 1455 2 1429 1427 1371 156 4 0 4 156 474 1429 456 48 1447 483 472 0 474 474 157 1429 1374 1429 1374
split_gain=2.97403e-11 2.84228e-11 1.80437e-10 1.25854e-10 9.99707e-11 1.83718e-10 9.09509e-11 1.46596e-10 6.61518e-11 6.35995e-11 4.40295e-11 4.22755e-11 1.09385e-10 2.0361e-10 3.97121e-10 5.47902e-11 5.51149e-11 1.00538e-10 5.30745e-11 4.68383e-11 1.92897e-10 1.46248e-10 5.12567e-11 4.60461e-11 8.50203e-11 1.61826e-10 1.16916e-10 1.58778e-10 2.09148e-10 6.99949e-11
threshold=0.32523500000000005 0.091180000000000011 0.030935000000000004 0.089265000000000011 -0.31455999999999995 0.078065000000000009 0.084145000000000011 0.086650000000000019 0.089335000000000012 0.08976000000000002 -0.065739999999999979 -0.50427999999999995 0.16094000000000003 -0.52556499999999995 0.093155000000000002 -0.42010499999999995 0.091465000000000005 -0.037984999999999991 0.086565000000000017 -0.086849999999999997 0.086625000000000021 -0.019179999999999999 -0.082974999999999979 0.087745000000000017 0.084660000000000027 -0.084639999999999979 0.083985000000000018 0.088035000000000016 0.083595000000000017 -0.094929999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 8 -3 6 -6 -8 9 11 -9 12 13 18 -15 -13 17 -17 -1 20 22 -21 -19 24 26 -26 27 28 29 -23
right_child=-2 2 -4 -5 5 -7 7 10 -10 -11 -12 15 -14 14 -16 16 -18 19 -20 21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.4173959141069882e-07 1.1860175927072955e-07 1.5423011817672361e-07 -3.2249393754568701e-07 2.3459730099795669e-07 -1.3518130071676545e-07 -3.0658322565102485e-07 2.4103140996582324e-07 4.5914925366290574e-08 1.8098603163707594e-07 -1.6361997185280569e-07 -1.4466476084929914e-07 1.6715660478894278e-07 1.4225921283300955e-07 -5.766617732660962e-07 4.5966353638959846e-08 1.9426032580398626e-07 -1.6435841374118357e-07 5.9551719341807595e-08 -7.8145567764901597e-08 -2.3779813351263956e-07 3.3422354793596504e-07 -1.5392999843349007e-07 -1.5166447326464551e-07 1.3561766718339642e-07 -3.0729556608723499e-07 4.8266091722404749e-09 2.3185102432679827e-07 -2.245916584064206e-07 3.252085387828174e-07 2.3706223167366213e-09
leaf_weight=23 21 32 20 23 31 22 30 27 20 24 22 20 21 21 20 27 20 27 21 26 21 29 20 25 26 46 22 31 20 2383
leaf_count=23 21 32 20 23 31 22 30 27 20 24 22 20 21 21 20 27 20 27 21 26 21 29 20 25 26 46 22 31 20 2383
internal_value=0 -8.04981e-10 -3.89236e-08 1.60031e-09 -4.34187e-09 -4.27836e-08 9.97637e-09 6.6937e-08 -2.52068e-10 -1.51373e-09 -3.96515e-08 -1.48148e-10 -6.21148e-08 -1.12607e-07 -2.72941e-07 2.24648e-09 1.03524e-09 2.25902e-09 3.67944e-08 3.21788e-10 8.22544e-08 -1.81449e-09 -3.03275e-08 5.61795e-10 -7.58657e-10 -1.07884e-07 2.34518e-09 2.9519e-10 3.16176e-09 4.91386e-10
internal_weight=0 3100 184 2916 164 132 110 79 2893 2873 49 2849 106 85 41 2743 2723 2703 44 2676 68 2608 47 2582 2557 72 2485 2463 2432 2412
internal_count=3121 3100 184 2916 164 132 110 79 2893 2873 49 2849 106 85 41 2743 2723 2703 44 2676 68 2608 47 2582 2557 72 2485 2463 2432 2412
is_linear=0
shrinkage=0.1


Tree=9932
num_leaves=31
num_cat=0
split_feature=12 42 448 0 16 2 2 51 3 480 480 16 10 16 2 2 132 0 399 3 1213 1212 401 3 403 42 0 48 48 480
split_gain=2.87426e-11 4.68483e-11 2.84139e-11 4.70409e-11 3.59767e-11 1.20698e-10 4.4974e-10 9.06329e-10 7.52283e-10 4.4857e-10 3.19684e-10 1.77677e-10 3.22273e-10 2.7326e-10 1.68024e-10 1.51104e-10 1.50847e-10 9.44107e-10 6.50079e-10 1.96422e-10 1.12662e-10 1.67674e-10 1.11202e-10 2.58127e-10 1.47217e-10 1.09348e-10 1.85744e-10 1.04112e-10 2.41666e-10 1.02116e-10
threshold=0.23631000000000002 0.18223500000000001 0.068920000000000023 -0.26609999999999995 -0.040964999999999994 0.091055000000000011 0.089725000000000013 0.045645000000000005 -0.081334999999999977 0.097055000000000016 0.10077000000000001 -0.056919999999999991 -0.014199999999999999 -0.065229999999999996 0.091545000000000015 0.089125000000000024 -0.083284999999999984 -0.082284999999999983 0.091580000000000009 -0.084964999999999985 -0.24064499999999997 0.13183500000000004 1.0000000180025095e-35 -0.072624999999999981 -0.44023999999999991 -0.067534999999999998 -0.08095999999999999 0.087555000000000008 0.081275000000000014 0.11747
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 10 8 -8 14 11 12 -5 15 -7 16 17 19 27 -14 -16 22 24 -24 -22 26 -26 28 -18 -6
right_child=-2 -3 -4 4 29 9 7 -9 -10 -11 -12 -13 13 -15 20 -17 18 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=1.4628687743176919e-07 -1.1137718127098078e-07 1.4967992515699909e-07 -1.1899489017253017e-07 -2.8700256180513863e-07 -9.1706325133085107e-09 3.1357835602818798e-07 -4.6778194175089992e-07 -8.2670673798190817e-07 3.6263522685449824e-07 5.0960847914893752e-07 -3.9043938357963273e-07 2.7136463496792487e-07 6.918653286644176e-08 3.6625028291775216e-07 -1.9334614774398537e-07 2.4674949230529822e-07 5.7617986027437846e-09 6.2295078211920759e-07 -5.622591002309362e-07 -2.5945181507741074e-07 -2.1064203176971813e-07 3.1225906020893036e-07 4.131402879117084e-07 -6.5983505268347828e-08 5.9976143344259506e-09 3.719699923610634e-08 -3.5563631744395258e-07 2.0272467963877715e-07 -3.3110947732304589e-07 -2.3680373949730439e-07
leaf_weight=22 23 21 20 36 1346 20 20 20 24 20 20 26 44 22 24 26 665 27 21 31 30 20 22 23 49 412 20 25 22 20
leaf_count=22 23 21 20 36 1346 20 20 20 24 20 20 26 44 22 24 26 665 27 21 31 30 20 22 23 49 412 20 25 22 20
internal_value=0 8.25979e-10 -1.89924e-10 5.87341e-10 -4.688e-10 9.38103e-09 -1.18272e-08 -2.6854e-07 -1.48271e-08 4.34799e-08 5.19827e-09 1.35716e-08 6.27817e-09 1.82353e-08 2.84435e-08 9.34288e-09 1.95058e-09 1.15891e-07 -1.39047e-08 -6.66507e-08 1.8939e-08 2.77842e-08 1.75513e-08 1.68255e-07 4.27996e-09 1.76847e-08 -9.88238e-08 2.26869e-09 -5.02593e-09 -1.25035e-08
internal_weight=0 3098 3077 3057 3035 1669 1029 64 44 640 965 945 919 883 620 861 835 102 733 75 600 576 556 45 511 481 69 712 687 1366
internal_count=3121 3098 3077 3057 3035 1669 1029 64 44 640 965 945 919 883 620 861 835 102 733 75 600 576 556 45 511 481 69 712 687 1366
is_linear=0
shrinkage=0.1


Tree=9933
num_leaves=31
num_cat=0
split_feature=132 1185 1203 16 12 2 2 12 16 130 4 1186 129 1184 1 43 40 133 1 9 10 455 52 147 447 150 0 1 3 52
split_gain=4.02697e-11 2.34623e-10 1.20987e-10 2.84224e-11 5.52778e-11 5.26318e-11 4.62325e-11 3.30161e-11 3.0328e-11 2.77889e-11 6.0571e-11 2.88316e-11 6.0399e-11 7.14899e-11 3.46264e-11 9.18092e-11 1.02534e-10 1.49292e-10 8.7236e-11 7.99821e-11 1.33936e-10 4.93453e-11 8.26381e-11 4.36076e-11 6.38657e-11 5.04204e-11 6.78582e-11 5.49607e-11 7.45847e-11 6.41082e-11
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.097644999999999996 0.11418000000000002 0.097385000000000013 0.088555000000000009 0.088365000000000013 -0.085589999999999986 -0.23647499999999996 0.63113500000000011 0.089315000000000019 -0.077709999999999987 0.084515000000000021 0.12656000000000003 -0.05647499999999999 -0.07632499999999999 0.088285000000000016 0.12337000000000002 0.092235000000000011 0.0036750000000000007 0.08729000000000002 -0.016329999999999997 0.097985000000000017 0.089635000000000006 -0.15178999999999995 -0.24955499999999997 0.11507500000000002 0.31299000000000005 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 -5 -3 11 12 -11 14 18 16 -16 -18 19 20 21 23 -23 24 25 -14 -27 28 -28 -29
right_child=1 9 -4 4 -6 -7 -8 -9 -10 10 -12 -13 13 -15 15 -17 17 -19 -20 -21 -22 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=7.6481078750134655e-08 3.3617334352021272e-07 -1.1676167517293834e-07 -2.3537691643379537e-07 6.1865347097030595e-08 -1.4729693864623528e-07 1.2983708523961468e-07 -1.5356042351773643e-07 1.0589417027888531e-07 -8.7192842648584286e-08 -1.4717564391324752e-07 1.5059455036079171e-07 8.9024015744361892e-08 1.4783812289920207e-07 1.8881545479132456e-07 5.7405520243791172e-09 1.3987048729074927e-08 -3.7166385069482475e-07 -2.4960371300276957e-08 2.0063109644752332e-07 -1.9854898113180754e-07 2.1970709309014425e-07 2.3737264017575437e-07 -2.0573670911761402e-08 -1.4243230452848366e-07 1.4399043607227213e-07 -1.6812936371479737e-07 -3.9207048801636169e-09 1.7032831556353138e-07 -1.9327997491592172e-07 4.5237698522026314e-09
leaf_weight=30 21 20 28 21 32 25 24 23 39 28 27 36 22 20 38 131 27 23 22 20 28 23 27 22 30 25 2191 39 21 58
leaf_count=30 21 20 28 21 32 25 24 23 39 28 27 36 22 20 38 131 27 23 22 20 28 23 27 22 30 25 2191 39 21 58
internal_value=0 3.13293e-09 -4.10582e-08 -1.30122e-08 -2.9383e-08 -7.9777e-10 -3.13199e-08 4.02671e-09 -3.50225e-08 7.02828e-10 1.52483e-09 1.03115e-10 -1.0422e-09 4.36564e-10 -9.34961e-10 -3.90802e-08 -1.18078e-07 -2.1218e-07 2.36955e-09 6.29029e-10 2.23143e-09 -2.4592e-10 9.80816e-08 -2.28761e-09 -9.95408e-10 -2.84158e-09 -4.26187e-09 -2.48764e-09 -5.71842e-09 7.11875e-08
internal_weight=0 2899 222 194 164 132 107 83 60 2878 2858 2831 2795 2767 2747 219 88 50 2528 2506 2486 2458 50 2408 2386 2356 2334 2309 2212 97
internal_count=3121 2899 222 194 164 132 107 83 60 2878 2858 2831 2795 2767 2747 219 88 50 2528 2506 2486 2458 50 2408 2386 2356 2334 2309 2212 97
is_linear=0
shrinkage=0.1


Tree=9934
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1429 1420 11 12 155 157 3 474 155 9 10 9 12 12 3 12 3 402 133 4 159 13 42 3 13 43 16
split_gain=3.26176e-11 1.90045e-10 9.82506e-11 2.65618e-11 7.76921e-11 4.1465e-11 1.59089e-10 3.27681e-10 1.11212e-10 1.0347e-10 6.58384e-11 1.10199e-10 4.36179e-11 1.14104e-10 7.17589e-11 3.78855e-11 2.24728e-10 1.26551e-10 2.73362e-10 1.51012e-10 1.24455e-10 2.28648e-10 1.04753e-10 1.47378e-10 1.46116e-10 2.56561e-10 1.73953e-10 8.81093e-11 8.57911e-11 1.44299e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.12521000000000002 -0.086589999999999986 0.088215000000000002 0.10149500000000002 0.12509500000000004 -0.49695999999999996 -0.14847999999999997 -0.25711499999999993 0.11854500000000001 0.092890000000000014 0.053330000000000009 0.087755000000000014 0.095330000000000012 0.095935000000000006 -0.07359499999999998 0.10061500000000002 -0.075634999999999994 0.024785000000000005 -0.025314999999999994 -0.095774999999999985 -0.071469999999999992 0.23074000000000003 0.11747 -0.078244999999999995 -0.0097949999999999982 -0.029804999999999995 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 8 7 -7 -6 -8 -10 12 13 14 15 -12 -17 19 -19 22 21 -20 -18 -24 25 26 27 -25 -23 -30
right_child=1 3 -4 -5 5 6 9 -9 10 -11 11 -13 -14 -15 -16 16 17 18 20 -21 -22 28 23 24 -26 -27 -28 -29 29 -31
leaf_value=-1.2197558141644131e-08 3.0255615210232163e-07 -1.9657458125266203e-07 -2.1573530357041245e-07 1.1547385483368089e-07 -2.1109208410052816e-07 -3.1505681472128408e-08 -1.6691164478030177e-07 4.8029420725015375e-07 -1.7558358536007291e-07 1.2134048375855853e-07 5.4677727780044106e-09 2.031793341243597e-07 1.1617715049982992e-07 -1.7565130810040146e-07 1.8531104012979649e-07 -3.5390601397011781e-07 2.3011639267878085e-07 -3.286173581826421e-07 -3.253193035561708e-07 2.8057818363559702e-07 2.1631804216326598e-07 -5.7248757930009093e-08 2.3501852388237281e-07 1.8464321179578747e-07 -2.5372767940670777e-07 2.2433084225781386e-07 -2.6930456446948346e-07 -5.4949248168458281e-08 -5.5037842372485103e-08 2.9952478309331297e-07
leaf_weight=195 21 20 27 20 25 29 33 22 21 20 2098 27 32 37 21 20 20 34 25 23 20 79 22 20 27 38 33 66 24 22
leaf_count=195 21 20 27 20 25 29 33 22 21 20 2098 27 32 37 21 20 20 34 25 23 20 79 22 20 27 38 33 66 24 22
internal_value=0 2.81937e-09 -3.69521e-08 6.32268e-10 -1.71382e-10 1.21271e-09 6.31878e-08 1.89271e-07 -1.14479e-09 -5.81373e-08 7.9271e-10 2.17065e-09 1.31103e-10 -1.2814e-09 1.20767e-09 -2.96086e-10 -2.58618e-08 -1.13786e-08 -6.97727e-08 3.64623e-08 -1.80037e-08 -4.92466e-08 1.16187e-08 -9.59468e-09 -3.88419e-08 -1.88704e-09 -7.41247e-08 7.69929e-10 5.96788e-09 1.14536e-07
internal_weight=0 2899 222 2878 2858 2838 104 51 2734 53 2709 2688 2661 2629 2592 2571 473 453 204 249 170 150 226 206 184 157 119 86 125 46
internal_count=3121 2899 222 2878 2858 2838 104 51 2734 53 2709 2688 2661 2629 2592 2571 473 453 204 249 170 150 226 206 184 157 119 86 125 46
is_linear=0
shrinkage=0.1


Tree=9935
num_leaves=31
num_cat=0
split_feature=32 33 132 394 1203 47 47 47 1453 158 49 160 3 47 47 4 3 51 13 52 48 48 48 48 457 4 448 457 1 2
split_gain=2.68789e-11 6.42807e-11 2.92756e-11 1.78528e-10 7.84492e-11 3.34899e-11 2.81087e-10 2.61066e-10 5.68689e-11 7.52943e-11 4.2596e-11 4.4515e-11 5.43577e-11 9.67296e-11 7.34101e-11 7.23515e-11 1.83729e-10 4.09559e-11 9.90815e-11 1.69766e-10 1.00161e-10 5.70526e-11 9.53278e-11 1.02727e-10 6.33623e-11 2.15012e-10 5.8377e-11 7.28346e-11 1.03525e-10 1.37026e-10
threshold=1.0000000180025095e-35 -0.009184999999999997 -0.083174999999999985 0.10969000000000002 0.088820000000000024 0.094160000000000008 0.090100000000000013 0.09717000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.013914999999999999 -0.081399999999999986 -0.080484999999999987 0.10843500000000002 0.11328000000000001 0.08184000000000001 0.11296500000000002 0.11444000000000001 0.10002500000000002 -0.080114999999999978 0.088735000000000022 0.11270000000000001 0.10061000000000002 0.096835000000000018 0.11612500000000002 1.0000000180025095e-35 0.030280000000000001 0.084685000000000024 0.10727500000000002 0.087195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 6 17 -7 -9 10 -10 -12 14 -14 -13 -15 -17 21 19 -19 -21 22 23 24 26 -26 27 -4 29 -29
right_child=-2 2 3 -5 -6 7 -8 8 9 -11 11 12 13 15 -16 16 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.5171853647696515e-07 9.753108365373464e-08 -1.1877312016807418e-08 -5.6135582635967107e-09 2.8068940637289733e-07 -1.9099262483937959e-07 3.3543417971442909e-07 -2.8418743890970944e-07 1.657549938727243e-07 1.2766462075520536e-07 -1.9069622139579137e-07 -1.1650764584203444e-07 -1.7889060120131913e-07 2.097996837223632e-07 9.6815585164787813e-08 4.8115349723535219e-08 -3.0410801506215129e-07 1.0500322922268879e-07 -2.0390105317102538e-07 2.4815402135593768e-07 8.310434771794042e-09 2.2443431966223672e-07 -1.4932061046780434e-07 1.6838913871087053e-07 -2.2843759140300792e-07 -9.3200054483650491e-08 3.4937196135485596e-07 -1.6164534006589827e-07 2.2944744397790374e-07 2.6695150700601039e-07 -5.3274415622676473e-08
leaf_weight=28 28 193 2093 23 28 26 35 20 26 21 32 29 29 39 28 21 23 27 22 65 32 26 33 20 23 21 23 24 23 60
leaf_count=28 28 193 2093 23 28 26 35 20 26 21 32 29 29 39 28 21 23 27 22 65 32 26 33 20 23 21 23 24 23 60
internal_value=0 -8.89004e-10 4.88884e-10 3.21327e-09 -3.45707e-08 9.50971e-10 -2.76546e-09 3.28946e-08 3.54374e-09 -9.53782e-09 7.22133e-09 -8.3584e-09 1.21196e-08 5.25786e-08 -6.73789e-08 -2.35405e-09 -9.02544e-08 1.18709e-09 5.25763e-08 1.7877e-08 7.9609e-08 -2.01104e-09 -3.60156e-10 -2.7951e-09 -8.04434e-10 1.18027e-07 -3.15648e-09 -1.49955e-09 7.89734e-08 2.75033e-08
internal_weight=0 3093 3065 2844 221 2821 2527 294 268 248 227 201 169 112 57 83 44 2492 146 124 97 2346 2320 2287 2267 44 2223 2200 107 84
internal_count=3121 3093 3065 2844 221 2821 2527 294 268 248 227 201 169 112 57 83 44 2492 146 124 97 2346 2320 2287 2267 44 2223 2200 107 84
is_linear=0
shrinkage=0.1


Tree=9936
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 12 52 133 403 132 1186 129 1200 1213 1211 1211 402 12 402 0 0 133 52 4 1209 403 1209 1212 401 133 401
split_gain=2.78561e-11 7.51112e-10 4.27886e-10 1.44026e-10 3.76827e-11 5.28119e-11 9.25472e-11 4.30587e-11 3.52903e-11 3.62261e-11 4.5621e-11 3.05595e-11 6.73578e-11 4.08432e-11 6.10477e-11 4.90522e-11 9.61822e-11 4.17151e-11 9.10773e-11 1.33636e-10 4.26159e-11 2.91528e-10 3.58937e-10 8.19593e-11 2.73353e-10 1.70618e-10 4.82816e-11 4.02803e-10 2.72455e-10 1.65539e-10
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 0.11527000000000001 0.090645000000000017 -0.37971999999999995 -0.023519999999999996 -0.044384999999999994 -0.091754999999999989 -0.08133 0.090885000000000007 0.51049000000000011 0.11671000000000002 0.10809000000000001 -0.44724499999999995 0.096210000000000004 -0.10770499999999998 -0.068189999999999987 -0.076579999999999995 0.26753000000000005 0.088555000000000009 -0.078439999999999996 -0.084629999999999997 -0.0047449999999999992 -0.065739999999999979 -0.089544999999999986 0.11655000000000001 -0.062749999999999986 0.10632500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -8 -4 -10 -11 12 13 14 15 16 -12 18 19 -17 23 22 -22 24 -19 -25 28 29 -27 -28
right_child=2 -3 8 -5 -6 -7 7 -9 9 10 11 -13 -14 -15 -16 17 -18 20 -20 -21 21 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-2.1297308523917137e-07 -4.4193945556840356e-07 6.030468755722853e-07 1.1051294737873425e-07 -2.8036489823080047e-07 1.284680582189356e-07 9.2165093374458388e-08 -3.4814306114109666e-08 1.3032350750563638e-07 -1.3447203766503436e-07 1.2536804364599604e-07 4.7406198717681035e-08 -1.0861417436558441e-07 1.7458947393255254e-07 -1.084224278104427e-07 1.7436298193729272e-07 3.1426368576454054e-08 -2.5901207335112178e-07 3.4195371427956533e-07 -7.30733150670441e-08 3.5077772601255221e-07 -4.6741686871967064e-07 1.8233247212445602e-07 5.3152329908374876e-08 -2.9274916585109168e-07 -1.3290760621357964e-07 -2.7574495163204093e-08 -7.7882538732642211e-10 -4.3810415998482968e-07 3.9689205905801827e-07 2.7484145293370106e-07
leaf_weight=26 22 21 29 20 21 36 75 20 20 29 20 26 22 35 20 38 21 27 30 20 27 29 26 20 22 62 2294 21 20 22
leaf_count=26 22 21 29 20 21 36 75 20 20 29 20 26 22 35 20 38 21 27 30 20 27 29 26 20 22 62 2294 21 20 22
internal_value=0 3.43861e-08 -2.59979e-09 -2.59264e-08 2.66219e-09 -1.41653e-08 -4.58009e-08 -4.84506e-11 7.56277e-10 -3.60153e-10 5.87299e-10 -7.04151e-10 3.06534e-10 -1.0857e-09 2.95975e-10 -9.93888e-10 -1.0954e-07 6.80446e-10 6.83813e-08 1.41548e-07 -1.63772e-09 -7.25689e-08 -2.12043e-07 7.00049e-10 1.28751e-07 -1.87251e-09 5.32419e-10 -2.11395e-09 7.59539e-08 1.83933e-09
internal_weight=0 219 2902 198 178 157 121 95 2880 2851 2831 2802 2776 2754 2719 2699 41 2658 88 58 2570 82 53 2488 49 2439 2419 2337 82 2316
internal_count=3121 219 2902 198 178 157 121 95 2880 2851 2831 2802 2776 2754 2719 2699 41 2658 88 58 2570 82 53 2488 49 2439 2419 2337 82 2316
is_linear=0
shrinkage=0.1


Tree=9937
num_leaves=31
num_cat=0
split_feature=447 448 447 447 10 0 15 51 11 97 9 1 1 148 44 158 9 2 48 2 43 48 48 160 15 0 0 479 2 1
split_gain=2.77804e-11 3.92031e-11 3.24713e-11 3.52878e-11 2.99987e-11 3.31545e-10 4.05048e-10 1.78872e-10 4.41541e-11 3.5557e-11 8.62303e-11 5.38573e-11 1.28504e-10 7.42039e-11 5.56449e-11 9.91e-11 4.19304e-11 1.99481e-10 3.80636e-11 1.20761e-10 1.5663e-10 5.46786e-11 6.54965e-11 5.85219e-11 5.30034e-11 7.33392e-11 1.64721e-10 7.29749e-11 5.96772e-11 4.82039e-11
threshold=0.10419500000000002 1.0000000180025095e-35 0.091515000000000013 0.089395000000000016 -0.011239999999999998 -0.10224499999999999 -0.10324499999999999 0.080335000000000018 -1.0000000180025095e-35 -0.084639999999999979 -0.080554999999999974 0.13686500000000004 0.13968000000000003 0.093475000000000016 0.099360000000000018 -0.47356499999999996 0.088235000000000022 -1.0000000180025095e-35 0.11619500000000001 0.11215000000000001 -0.04652499999999999 0.10990500000000002 0.10583500000000001 0.55608500000000005 0.12044500000000001 -0.097734999999999989 -0.076234999999999983 0.11327500000000001 0.10188000000000001 0.088975000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -6 -10 -11 13 -13 14 15 -12 17 -17 21 -20 -21 22 23 24 27 -26 -27 29 -28 -19
right_child=-2 -3 -4 -5 8 6 7 -9 9 10 11 12 -14 -15 -16 16 -18 18 19 20 -22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-4.0941698512277805e-07 -1.174832408423754e-07 1.2302984460942612e-07 -1.0747851056131758e-07 1.2689461893377152e-07 1.4982917619477122e-07 2.8724889301042209e-07 -3.3111206997423675e-07 2.7246412249345063e-08 -1.2891656822267534e-07 2.0859838340214767e-07 1.9688172733148909e-07 -2.6824974929695601e-07 -6.0147522374121334e-09 1.857558169666101e-07 -1.6482594958233676e-07 2.6753803594102368e-07 -1.1685421142715312e-07 5.8846982896735079e-09 2.5505612839538115e-07 1.700818481148653e-07 -1.5253010757188644e-07 -1.3720389041793626e-07 1.5069264708448114e-07 -1.5235096225952616e-07 -9.7795372298037366e-08 3.6318437949489637e-07 -1.0983552996890466e-07 -1.9466785602162418e-07 1.0785855812149989e-07 -2.6435798508900112e-08
leaf_weight=21 20 26 28 22 20 37 26 30 21 20 26 25 74 22 20 28 30 1710 24 27 34 30 28 26 20 20 20 20 34 632
leaf_count=21 20 26 28 22 20 37 26 30 21 20 26 25 74 22 20 28 30 1710 24 27 34 30 28 26 20 20 20 20 34 632
internal_value=0 7.52799e-10 -2.81088e-10 7.03988e-10 -2.13762e-10 -5.05357e-08 3.0502e-08 -1.39134e-07 1.75694e-09 7.32568e-10 1.68122e-09 2.2917e-10 -7.22357e-08 2.83696e-09 1.36235e-09 2.58928e-09 7.06462e-10 2.03583e-09 -7.96191e-10 6.50298e-08 -9.73465e-09 -2.99903e-09 -1.39499e-09 -3.11072e-09 -1.53082e-09 7.21092e-08 1.18029e-07 -4.46145e-09 2.72311e-08 -2.83714e-09
internal_weight=0 3101 3075 3047 3025 114 93 56 2911 2891 2870 2850 99 2751 2729 2709 2683 2653 2625 85 61 2540 2510 2482 2456 94 74 2362 54 2342
internal_count=3121 3101 3075 3047 3025 114 93 56 2911 2891 2870 2850 99 2751 2729 2709 2683 2653 2625 85 61 2540 2510 2482 2456 94 74 2362 54 2342
is_linear=0
shrinkage=0.1


Tree=9938
num_leaves=31
num_cat=0
split_feature=11 34 12 40 9 33 44 158 12 4 484 475 150 484 42 484 457 43 43 43 13 160 484 16 484 4 16 2 4 471
split_gain=3.19309e-11 2.94244e-11 3.13572e-10 1.01097e-10 1.42988e-10 7.62437e-11 3.28207e-11 8.65803e-11 2.82652e-11 5.41083e-11 3.55898e-11 3.51012e-10 2.57897e-10 1.43058e-10 1.64666e-10 1.29518e-10 1.19539e-10 9.66906e-11 3.49182e-10 2.02288e-10 1.47739e-10 1.60825e-10 2.83384e-10 1.67948e-10 6.06024e-11 5.71498e-11 1.32878e-10 1.44106e-10 8.93085e-11 1.34231e-10
threshold=-0.072629999999999986 -0.057544999999999992 -0.015429999999999998 -0.07632499999999999 -0.087089999999999987 -1.0000000180025095e-35 0.099360000000000018 -0.47356499999999996 0.23631000000000002 0.63113500000000011 0.085790000000000019 -0.085774999999999976 0.10874500000000002 0.073690000000000019 0.083935000000000023 0.058970000000000009 -0.00084999999999999995 -0.095049999999999982 -0.088704999999999992 -0.08231999999999999 -0.085669999999999982 -0.089744999999999978 0.10948000000000001 0.061255000000000011 0.084975000000000009 -0.50690499999999983 0.22339500000000004 0.097605000000000011 -0.50052499999999989 -0.081099999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 7 -7 9 10 13 -12 16 15 24 25 -13 -18 -19 -20 -21 22 -22 -23 -15 26 -9 -28 -27 -30
right_child=1 5 -4 -5 -6 6 -8 8 -10 -11 11 12 -14 14 -16 -17 17 18 19 20 21 23 -24 -25 -26 28 27 -29 29 -31
leaf_value=-1.2289211226635371e-07 2.2568503813209133e-07 -1.9555874022358922e-07 3.8800354308870571e-07 -2.1526285443631267e-07 -9.7152724265470172e-08 1.7967050733129026e-07 -1.020137936562136e-07 -2.4254026063240712e-07 -1.1314786160131585e-07 1.4711042229009763e-07 -3.7041030895222449e-07 -2.3820396384266475e-07 3.4740166000801768e-07 1.6293744071305129e-07 3.7199510374689869e-07 -2.4808423553341052e-07 -1.8660555252836275e-07 4.0651750352827508e-07 -3.0162542824749167e-07 2.1085742331240819e-07 -4.1094329894519888e-07 -6.748041869286681e-08 3.2672269097607418e-08 3.213036968929828e-07 -7.5075319657620956e-08 1.6021100205500085e-07 2.230986196138929e-07 -1.5651436406471932e-07 -2.5645558821452146e-07 3.6955083424772391e-09
leaf_weight=21 23 20 22 23 34 27 31 31 22 25 28 24 20 20 22 21 25 21 23 31 24 25 36 20 23 36 20 20 20 2383
leaf_count=21 23 20 22 23 34 27 31 31 22 25 28 24 20 20 22 21 25 21 23 31 24 25 36 20 23 36 20 20 20 2383
internal_value=0 8.34117e-10 5.36529e-08 -3.82935e-08 3.31151e-08 -9.6292e-10 3.43969e-10 1.42069e-09 -2.27512e-10 6.29716e-10 -6.44916e-10 -3.47177e-08 3.03088e-09 2.99074e-09 1.49476e-07 -7.71217e-10 -2.70452e-08 -2.32415e-09 2.32705e-08 -2.7347e-08 1.90383e-08 -3.7594e-08 -1.44774e-07 1.05313e-07 3.56283e-08 1.29794e-09 -8.71417e-08 3.32921e-08 3.87244e-09 1.53029e-09
internal_weight=0 3100 102 80 57 2998 2978 2947 2920 2898 2873 277 249 2596 65 2531 229 205 180 159 136 105 60 45 43 2510 71 40 2439 2403
internal_count=3121 3100 102 80 57 2998 2978 2947 2920 2898 2873 277 249 2596 65 2531 229 205 180 159 136 105 60 45 43 2510 71 40 2439 2403
is_linear=0
shrinkage=0.1


Tree=9939
num_leaves=31
num_cat=0
split_feature=130 12 2 147 142 45 46 1429 11 155 1 16 12 1429 156 156 11 33 9 10 2 43 51 50 403 42 0 49 15 0
split_gain=2.84791e-11 5.83915e-11 2.64528e-11 2.72161e-11 7.37531e-11 5.12471e-11 2.03717e-10 5.95156e-11 5.40006e-11 1.83622e-10 1.30783e-10 5.63052e-11 2.86645e-10 1.26833e-10 1.1067e-10 5.98239e-11 5.169e-11 5.43507e-11 5.91745e-11 4.65705e-11 3.9846e-11 4.23555e-11 8.79505e-11 2.11199e-10 6.65715e-11 1.03673e-10 7.39464e-11 1.12471e-10 8.39867e-11 1.11916e-10
threshold=-0.23647499999999996 0.23631000000000002 0.31358000000000003 0.11204500000000002 -0.057499999999999989 0.083445000000000005 0.10987500000000001 -0.23587499999999997 0.098315000000000013 0.14547000000000002 0.11103500000000001 0.63167000000000006 0.090695000000000012 -0.091739999999999988 0.12794000000000003 0.12061500000000001 -0.011194999999999998 -0.009184999999999997 0.089995000000000006 0.09820000000000001 -0.045829999999999989 0.084740000000000024 0.035765000000000012 0.11657000000000002 -0.014954999999999998 -0.074124999999999983 -0.11242999999999999 0.09567500000000001 0.090325000000000003 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -6 9 11 -10 13 -13 -9 15 16 -15 -18 20 -20 -19 -22 24 -24 -23 -26 -27 28 -28 -30
right_child=1 -3 -4 -5 5 6 -8 8 10 -11 -12 12 -14 14 -16 -17 17 18 19 -21 21 22 23 -25 25 26 27 -29 29 -31
leaf_value=-1.1894215184327096e-07 1.9263221716414593e-07 1.6310859752944785e-07 -1.0082863720019584e-07 -1.1580380004261315e-07 1.6926496119226829e-07 -3.1971236312115667e-07 1.2126034732773404e-07 2.0621431403355928e-07 -2.9665583909377349e-07 3.0388604351117014e-07 6.065215340337696e-08 1.0687585480744539e-07 -3.7547882191740263e-07 1.603189575405395e-07 -2.0995726072214895e-07 1.7371316715752985e-07 -1.4492559046175303e-07 -1.0599770025660545e-07 2.1852426034353234e-07 7.6838317397687218e-09 4.2687687920188502e-09 -1.7526672166923165e-07 -3.9372190945825769e-07 6.0337897878071097e-08 1.6392027270191702e-07 1.2285817303186214e-07 5.4653646698123914e-08 -2.433509408752763e-07 -2.2844743430283643e-07 6.8650317075480424e-08
leaf_weight=20 20 22 26 20 21 22 20 30 20 20 21 28 22 20 25 20 26 36 22 20 2362 23 21 20 34 28 73 26 32 21
leaf_count=20 20 22 26 20 21 22 20 30 20 20 21 28 22 20 25 20 26 36 22 20 2362 23 21 20 34 28 73 26 32 21
internal_value=0 7.71594e-10 -3.88333e-10 4.67039e-10 1.23374e-09 -3.67407e-11 -1.09725e-07 1.51389e-09 3.19729e-10 1.92596e-09 -1.13644e-07 -1.64451e-10 -1.0536e-07 1.68824e-09 -4.9609e-10 1.38485e-09 1.37898e-10 -1.0296e-09 3.46886e-10 1.18124e-07 -1.50163e-09 -7.6688e-11 -3.69974e-08 -1.72229e-07 -1.36029e-08 3.77219e-09 -2.6478e-08 -5.39873e-08 -1.49123e-08 -1.10729e-07
internal_weight=0 3101 3079 3053 3033 3013 42 2971 2950 2909 41 2889 50 2839 2809 2784 2764 2744 2718 42 2676 2640 278 41 237 214 180 152 126 53
internal_count=3121 3101 3079 3053 3033 3013 42 2971 2950 2909 41 2889 50 2839 2809 2784 2764 2744 2718 42 2676 2640 278 41 237 214 180 152 126 53
is_linear=0
shrinkage=0.1


Tree=9940
num_leaves=31
num_cat=0
split_feature=11 12 10 16 1 10 10 34 39 1348 448 47 52 47 447 48 39 133 9 47 47 47 4 4 4 1 3 457 132 1
split_gain=3.19385e-11 3.11435e-11 4.5923e-11 7.91248e-10 6.27855e-10 1.10125e-10 1.09724e-10 4.4932e-11 2.80162e-10 2.83637e-11 4.01639e-11 3.56596e-11 7.6174e-11 6.19687e-11 5.96451e-11 5.15899e-11 4.52199e-11 1.44149e-10 1.29399e-10 4.96909e-11 2.05685e-10 1.88247e-10 5.86756e-11 7.26507e-11 5.82009e-11 1.22988e-10 4.84515e-11 5.99688e-11 4.81446e-11 9.88553e-10
threshold=-0.072629999999999986 0.23631000000000002 -0.012544999999999999 -0.056919999999999991 0.10956 -0.0091199999999999979 -0.3960249999999999 -0.057544999999999992 0.089790000000000023 0.095915000000000014 0.056825000000000007 0.11939500000000002 -0.046924999999999988 0.13082500000000002 0.091515000000000013 0.13400000000000004 -1.0000000180025095e-35 -0.082724999999999979 0.092235000000000011 0.092710000000000015 0.096475000000000019 0.090280000000000013 0.058735000000000009 0.19806500000000002 -0.0070899999999999991 0.10171500000000001 -0.079594999999999985 -0.0029299999999999994 -0.083284999999999984 0.089475000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -6 8 -7 10 11 14 13 -13 16 -14 17 -9 19 21 -21 28 24 -24 26 -26 27 -22 29 -18
right_child=1 -3 5 -5 6 7 -8 9 -10 -11 -12 12 15 -15 -16 -17 18 -19 -20 20 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.2290414493539478e-07 -5.7066467185507008e-07 -1.1509507744548225e-07 -2.2344171797654286e-07 5.6892095819568078e-07 -5.3007757852073759e-08 3.1753954318630284e-07 2.271248887466384e-07 -8.0069338401872739e-08 -1.7354595207680611e-07 -1.1355908084583049e-07 1.3820990878749789e-07 2.8957402776086388e-07 -9.7624709593059256e-08 4.0638870650866472e-08 -1.5349229705372217e-07 8.3565646929647149e-08 -3.9944670587124903e-08 2.9505262286733116e-07 -2.0602828178130405e-07 -3.1094444713412136e-07 8.7540492290015346e-08 3.0143864838313073e-07 1.9766230927587005e-07 -3.6538974907469111e-08 -3.2246917967881929e-07 1.3296713774479941e-08 1.3890060099441825e-07 -1.2993785627468669e-07 -3.1737590420491256e-09 6.6261024255462204e-07
leaf_weight=21 20 23 22 24 29 26 27 21 21 22 21 20 33 20 26 30 155 20 31 26 21 21 26 27 20 24 20 32 2269 23
leaf_count=21 20 23 22 24 29 26 27 21 21 22 21 20 33 20 26 30 155 20 31 26 21 21 26 27 20 24 20 32 2269 23
internal_value=0 8.36781e-10 1.70335e-09 6.83596e-08 -8.97125e-08 -5.3569e-10 8.20562e-08 1.12385e-09 9.81184e-08 -4.43809e-10 4.1847e-10 -5.9152e-10 5.71807e-08 1.65106e-07 -2.74595e-09 -1.13436e-08 -1.31342e-09 1.02917e-07 -2.89911e-09 -5.35374e-10 -4.8999e-08 3.31344e-09 -8.93673e-09 7.83522e-08 -4.84779e-08 -1.39324e-07 6.27878e-09 -4.37672e-08 7.54946e-10 5.08349e-08
internal_weight=0 3100 3077 100 76 2977 56 2955 47 2908 2886 2865 103 40 2762 63 2736 41 2695 2664 196 2468 170 53 117 44 73 53 2447 178
internal_count=3121 3100 3077 100 76 2977 56 2955 47 2908 2886 2865 103 40 2762 63 2736 41 2695 2664 196 2468 170 53 117 44 73 53 2447 178
is_linear=0
shrinkage=0.1


Tree=9941
num_leaves=31
num_cat=0
split_feature=448 0 45 1429 156 1429 45 160 483 479 479 479 479 1456 474 474 474 52 2 150 9 2 10 2 9 16 16 2 1451 484
split_gain=2.77458e-11 5.25687e-11 3.22268e-11 6.67415e-11 1.00977e-10 3.88855e-11 3.68362e-11 2.98798e-11 5.70295e-11 4.99619e-11 4.17758e-11 8.45002e-11 5.41856e-11 3.52107e-11 4.02034e-11 1.37189e-10 9.24403e-11 2.61778e-10 1.68977e-10 5.54103e-11 7.39908e-11 7.80218e-11 7.36847e-11 1.16754e-10 9.25949e-11 6.58448e-11 3.09014e-10 1.47996e-10 1.13491e-10 1.05274e-10
threshold=0.068920000000000023 -0.26609999999999995 0.084355000000000013 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.116775 0.62940000000000007 -0.47181499999999993 0.11469500000000001 0.10713500000000002 0.097110000000000016 0.083230000000000012 0.11510000000000002 0.089435000000000014 0.092115000000000016 0.08708500000000001 -0.085264999999999994 0.087505000000000013 0.12820000000000001 0.092890000000000014 -0.15339499999999998 0.053330000000000009 -0.15339499999999998 0.087755000000000014 -0.056919999999999991 -0.062804999999999986 -0.0050599999999999994 0.082235000000000016 -0.15445499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4 8 -7 10 11 12 13 14 16 -16 19 -18 -19 20 22 -22 24 -24 25 26 -10 -27 29 -29
right_child=-2 2 6 4 -6 7 -8 -9 9 -11 -12 -13 -14 -15 15 -17 17 18 -20 -21 21 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=1.547932417235064e-07 -1.1739962715751062e-07 -1.8360056536437244e-07 1.8485478818774937e-07 -1.3741294385535446e-07 2.23631513165401e-07 1.6825798912378787e-07 -4.7740812869094612e-09 -1.2267474929217316e-07 5.0537023394706355e-09 -1.5869370209031786e-07 1.3718071659628673e-07 -2.0597942807398797e-07 1.6032690471742433e-07 9.7376862168769344e-08 -2.7089937185328005e-07 -1.2783884376835103e-08 4.1914776616636123e-07 1.8588292590493439e-07 -2.2026158258573301e-07 -1.3277467127981169e-07 4.0934701889020047e-09 2.741553965535104e-07 3.7366361915758267e-08 -3.002343001006531e-07 2.1391162690065358e-07 -2.180387385260781e-07 3.4052998374128108e-07 1.4559751113958037e-07 -2.4421124424277097e-07 -1.6342756238849396e-08
leaf_weight=22 20 20 20 21 20 20 21 20 1416 20 22 20 21 36 24 145 20 20 21 32 23 20 20 21 20 37 28 42 21 908
leaf_count=22 20 20 20 21 20 20 21 20 1416 20 22 20 21 36 24 145 20 20 21 32 23 20 20 21 20 37 28 42 21 908
internal_value=0 7.62887e-10 -3.37687e-10 -1.52619e-09 -3.19604e-10 -1.81361e-09 8.77278e-08 -8.57079e-10 -3.31516e-11 -1.17916e-09 -9.91824e-11 -1.14241e-09 2.82538e-10 -8.95083e-10 -2.15051e-09 -4.94393e-08 8.66408e-10 1.22543e-07 -2.21423e-08 -2.00155e-09 -3.64326e-10 1.29704e-07 -2.58992e-09 -1.35551e-07 -3.84661e-10 -2.13259e-09 1.15588e-08 -2.1746e-08 -1.42663e-08 -9.18329e-09
internal_weight=0 3101 3079 3038 3018 2998 41 2977 2957 2937 2917 2895 2875 2854 2818 169 2649 61 41 2588 2556 43 2513 41 2472 2452 1444 1008 971 950
internal_count=3121 3101 3079 3038 3018 2998 41 2977 2957 2937 2917 2895 2875 2854 2818 169 2649 61 41 2588 2556 43 2513 41 2472 2452 1444 1008 971 950
is_linear=0
shrinkage=0.1


Tree=9942
num_leaves=31
num_cat=0
split_feature=10 4 0 51 11 132 1185 1203 41 12 4 0 132 43 51 16 13 3 4 13 43 1210 2 13 1 147 123 16 147 147
split_gain=2.915e-11 2.8935e-10 8.80714e-10 6.8254e-10 3.52867e-11 3.10078e-11 1.96903e-10 1.10758e-10 3.17854e-11 2.21834e-10 3.11778e-11 5.67038e-11 4.0121e-11 2.99606e-11 8.5243e-11 6.75591e-11 8.84889e-11 5.08939e-11 8.33952e-11 6.03768e-11 4.39361e-11 1.66817e-10 1.54147e-10 1.62818e-10 4.57352e-11 9.77332e-11 9.68906e-11 1.46025e-10 9.20589e-11 5.97445e-11
threshold=-0.011559999999999999 0.053180000000000012 -0.10151999999999999 0.080335000000000018 -1.0000000180025095e-35 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.085095000000000018 0.085565000000000016 0.11275500000000001 -0.09515499999999999 -0.44750499999999993 0.084740000000000024 0.081440000000000026 -0.081299999999999983 -0.093219999999999983 -0.080484999999999987 0.16173500000000005 -0.033284999999999988 0.055925000000000009 0.258635 0.084885000000000002 -0.079299999999999995 0.13686500000000004 0.099730000000000027 0.090420000000000014 -0.39185999999999993 0.093875000000000014 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 7 -7 10 13 -10 11 -6 -13 20 15 17 -17 19 -19 -15 21 24 -22 -24 25 28 27 -26 29 -8
right_child=4 2 -4 -5 5 6 8 -9 9 -11 -12 12 -14 14 -16 16 -18 18 -20 -21 22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-6.1669466123367063e-07 1.3110248656424856e-07 6.1047586392894784e-07 -1.8456593377367739e-07 7.1772032741692885e-08 1.365113894432771e-07 3.0894714904033688e-07 3.5253211119194546e-09 -2.2478460582280805e-07 3.0758096656313685e-07 -8.9503693168069287e-08 -1.1530630050771151e-07 -1.5047771412923796e-07 2.3264301727313516e-09 2.4672966674188502e-07 -2.1886827463059373e-07 2.9507377258634432e-08 -2.0779230481187399e-07 -1.184165228293763e-07 1.2535408395162607e-07 9.1602842644533676e-09 -9.0297050171690958e-08 -2.8719779393782124e-07 3.6614012731206463e-07 5.232017826983793e-09 -3.4593292200084268e-07 1.7632928562120882e-07 8.3110794716187033e-08 -1.7152538660525355e-08 -1.9182403754314237e-07 1.771359134750128e-07
leaf_weight=24 21 22 38 36 28 21 2226 27 24 34 24 20 122 20 23 30 33 36 23 23 34 20 25 25 22 33 28 35 24 20
leaf_count=24 21 22 38 36 28 21 2226 27 24 34 24 20 122 20 23 30 33 36 23 23 34 20 25 25 22 33 28 35 24 20
internal_value=0 -4.83326e-08 1.06949e-07 -2.03615e-07 1.92973e-09 1.01945e-09 3.90645e-09 -3.50224e-08 1.56684e-09 7.48072e-08 -8.61218e-09 6.45052e-09 -1.91953e-08 -1.82113e-11 -3.85131e-08 -1.33727e-08 -9.47925e-08 3.6916e-08 -2.33873e-08 1.19658e-07 2.8859e-09 4.0592e-10 7.39786e-08 1.85686e-07 2.81466e-09 5.47337e-09 -6.92207e-08 -1.4405e-07 2.98956e-09 5.07127e-09
internal_weight=0 120 60 60 3001 2980 2759 221 2738 58 194 170 142 2680 188 165 63 102 59 43 2492 2408 84 50 2388 2303 85 57 2270 2246
internal_count=3121 120 60 60 3001 2980 2759 221 2738 58 194 170 142 2680 188 165 63 102 59 43 2492 2408 84 50 2388 2303 85 57 2270 2246
is_linear=0
shrinkage=0.1


Tree=9943
num_leaves=31
num_cat=0
split_feature=130 130 133 1210 130 2 0 130 2 129 0 2 12 42 0 43 1209 43 1209 129 1185 394 1184 394 391 1213 1213 1210 52 13
split_gain=2.92581e-11 9.31381e-11 3.41404e-10 2.35031e-10 8.97606e-11 8.34505e-11 2.55146e-10 1.37427e-10 1.35527e-10 1.08852e-10 1.03569e-10 8.33737e-11 1.56257e-10 1.31578e-10 1.10295e-10 6.53376e-11 4.81848e-11 1.53828e-10 6.57232e-11 4.24395e-11 1.07303e-10 4.8082e-11 6.90734e-11 8.62338e-11 8.9432e-11 5.18368e-11 3.35769e-10 4.24047e-10 2.21457e-10 2.7341e-10
threshold=0.016915000000000003 0.08610000000000001 -0.010614999999999998 -0.078184999999999991 0.0029050000000000005 0.11510000000000002 -0.069444999999999993 0.087380000000000013 0.12437500000000001 0.089245000000000005 -0.075359999999999996 0.090310000000000015 0.088615000000000013 -0.074124999999999983 -0.082084999999999977 -0.053764999999999993 -0.087714999999999987 -0.0047449999999999992 -0.065739999999999979 0.11234000000000001 0.093750000000000014 -0.11103499999999998 0.084515000000000021 -0.09139499999999999 -0.081179999999999988 -0.088064999999999991 -0.085284999999999986 -0.21410999999999997 0.086450000000000013 -0.08971999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 16 6 7 -5 -7 10 11 12 -9 15 -14 -13 17 -1 -18 20 21 -20 23 -23 -25 28 -27 -28 -26 -30
right_child=1 3 -4 5 -6 8 -8 9 -10 -11 -12 13 14 -15 -16 -17 18 -19 19 -21 -22 22 -24 24 25 26 27 -29 29 -31
leaf_value=-6.8642365865419691e-08 -7.94846843249913e-08 -2.8721512722995616e-07 4.700707423666017e-07 2.942599437005811e-07 -1.8171776878160375e-07 3.1978054598387952e-07 -2.8107709661008408e-07 -6.2933232189976711e-08 -2.8079023906002478e-08 -1.5998277432012058e-07 2.6329946734904296e-07 -7.1969416455493927e-08 3.3479654157580242e-07 -2.6872344870791192e-07 4.265404266827015e-08 1.5372473566552128e-07 -1.3403483991007641e-07 3.0686947141589374e-07 1.5351722993273142e-07 1.400146370062181e-07 -2.3345474211566853e-07 2.0628399958866338e-07 -1.7099107445517349e-07 -2.1280538476275981e-07 2.4855125469351911e-08 3.1047583080732825e-07 -4.2883078959137136e-07 2.6856815886368118e-09 -1.6198712323191857e-09 -4.9472362956170064e-07
leaf_weight=24 26 25 20 20 28 24 27 40 21 29 20 29 28 21 24 23 38 20 20 21 20 20 24 20 99 35 23 2307 23 22
leaf_count=24 26 25 20 20 28 24 27 40 21 29 20 29 28 21 24 23 38 20 20 21 20 20 24 20 99 35 23 2307 23 22
internal_value=0 2.61224e-08 1.59452e-07 7.59316e-09 -3.5879e-09 3.16788e-08 9.99479e-09 4.358e-08 1.57446e-07 2.0152e-08 4.83893e-08 2.23396e-08 8.56595e-08 -5.74608e-08 1.99962e-07 2.78568e-08 -1.75151e-09 1.02045e-07 -3.46074e-09 -1.57698e-09 -2.71491e-09 -9.35201e-10 -2.13576e-09 -5.45914e-10 -2.18158e-09 -5.02633e-10 3.04415e-09 -1.57392e-09 -5.87536e-08 -2.42693e-07
internal_weight=0 377 46 331 2744 306 261 234 45 214 185 165 92 73 52 52 2716 44 2672 2634 2613 2593 2573 2549 2529 2509 2365 2330 144 45
internal_count=3121 377 46 331 2744 306 261 234 45 214 185 165 92 73 52 52 2716 44 2672 2634 2613 2593 2573 2549 2529 2509 2365 2330 144 45
is_linear=0
shrinkage=0.1


Tree=9944
num_leaves=31
num_cat=0
split_feature=400 131 1210 3 1204 1210 1208 1208 376 1 482 43 374 1 4 4 2 4 4 33 34 9 2 132 3 399 3 0 0 51
split_gain=3.03093e-11 4.82009e-11 5.30366e-11 2.64392e-10 4.05291e-11 3.80539e-11 3.70328e-11 3.86015e-11 3.48924e-11 3.46247e-11 1.20814e-10 2.41347e-10 1.17663e-10 5.02575e-11 4.47076e-11 1.32757e-10 1.9479e-10 1.43248e-10 1.94852e-10 1.09936e-10 2.27477e-10 1.59077e-10 2.66396e-10 9.90698e-11 1.00677e-09 6.67499e-10 1.86592e-10 9.23592e-11 1.96925e-10 1.74625e-10
threshold=-0.40134499999999995 0.13767000000000004 -0.13847499999999999 -0.082284999999999983 0.053645000000000005 -0.090569999999999998 0.11846000000000001 0.10233500000000001 0.14680500000000005 0.13820500000000002 0.090355000000000005 -0.050459999999999998 0.08987500000000001 0.13559000000000002 -0.0019149999999999998 -0.0039549999999999993 0.089885000000000007 -0.0047449999999999992 -0.0057249999999999992 0.085305000000000006 -0.057544999999999992 0.091600000000000015 -1.0000000180025095e-35 -0.083284999999999984 -0.083344999999999989 0.091580000000000009 -0.085114999999999982 -0.069954999999999976 -0.067094999999999988 -0.43587999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 8 9 12 11 -11 13 14 15 17 -17 18 23 20 -16 22 -22 24 26 -25 -7 -24 -29 -30
right_child=1 -3 4 -5 -6 6 -8 -9 -10 10 -12 -13 -14 -15 19 16 -18 -19 -20 -21 21 -23 27 25 -26 -27 -28 28 29 -31
leaf_value=1.1972788776065932e-07 3.022192396902786e-07 -1.5555732915117915e-07 -1.3373785850877663e-07 -1.2121951707238875e-07 1.2515233855481258e-07 1.0940467111441967e-08 1.2198312925685666e-07 -1.3178411300575887e-07 1.2990601589990549e-07 -3.0588085372743974e-07 1.7575356757504325e-07 4.7206669836025583e-09 2.4147985243416771e-07 -1.3290133354899056e-07 3.3395399330145117e-07 -4.0004004896824584e-07 3.602417606884956e-08 2.4826290608747186e-07 -2.9765905339381197e-07 -2.0267284408313135e-07 3.5813320812888811e-07 -2.3856517440042547e-07 2.8711407645872144e-08 -2.722603671576213e-09 6.5928926581785658e-07 -5.1344830166700511e-07 -3.3325612820011062e-07 -3.0934528216273693e-07 2.5607230719786112e-07 -6.3841034023096074e-08
leaf_weight=21 30 20 22 29 25 63 24 23 20 36 20 82 20 29 23 21 20 22 23 22 23 24 646 1624 24 26 21 26 21 91
leaf_count=21 30 20 22 29 25 63 24 23 20 36 20 82 20 29 23 21 20 22 23 22 23 24 646 1624 24 26 21 26 21 91
internal_value=0 -8.15688e-10 1.89128e-10 9.40883e-08 -1.64472e-09 -2.70277e-09 -1.73345e-09 -2.73996e-09 -1.72594e-09 -2.63156e-09 -5.15184e-08 -9.00391e-08 -1.95164e-10 -1.95344e-09 -5.57304e-10 -9.39375e-09 -1.87326e-07 -5.3476e-09 -8.48035e-09 1.80436e-08 2.37295e-08 1.51433e-08 2.26885e-08 -4.69701e-09 8.80909e-08 -1.07704e-08 -7.51087e-08 1.28477e-08 -6.1413e-08 -3.85728e-09
internal_weight=0 3100 3080 59 3021 2996 2974 2950 2927 2907 138 118 2769 2749 2720 1844 41 1803 1781 876 854 831 807 1758 108 1650 84 784 138 112
internal_count=3121 3100 3080 59 3021 2996 2974 2950 2927 2907 138 118 2769 2749 2720 1844 41 1803 1781 876 854 831 807 1758 108 1650 84 784 138 112
is_linear=0
shrinkage=0.1


Tree=9945
num_leaves=31
num_cat=0
split_feature=132 132 15 1186 132 132 2 2 399 3 0 0 1210 9 2 151 151 1374 0 0 133 1212 0 484 1213 0 4 43 12 403
split_gain=3.00266e-11 1.77893e-10 8.57542e-11 6.41122e-11 3.30725e-11 4.41164e-11 1.07852e-10 8.22897e-11 4.44025e-11 5.04325e-11 2.92102e-11 4.4213e-10 3.74409e-10 1.55545e-10 1.03731e-10 8.5777e-11 1.19525e-10 1.35578e-10 1.49205e-10 2.70746e-10 1.78531e-10 1.09323e-10 3.449e-10 3.68868e-10 3.3341e-10 6.46049e-10 1.351e-09 3.60556e-10 2.5132e-10 2.38562e-10
threshold=-0.083174999999999985 -0.050879999999999988 0.092400000000000024 0.049580000000000006 -0.085749999999999979 -0.41094499999999995 0.089725000000000013 0.10136500000000002 0.085965000000000014 -0.087044999999999983 -0.083804999999999977 -0.084044999999999995 -0.40154499999999999 0.088235000000000022 -0.0050599999999999994 0.092070000000000013 0.056735000000000001 -0.096434999999999979 -0.084674999999999986 -0.085034999999999986 0.032270000000000007 0.087615000000000012 -0.086729999999999988 0.085790000000000019 0.04198000000000001 -0.087794999999999998 -0.081224999999999978 -0.0098449999999999979 0.085700000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 -7 -10 11 13 -12 14 -3 16 17 -16 19 21 -20 22 24 28 25 -19 -27 -26 29 -24
right_child=1 10 -4 -5 -6 7 -8 -9 9 -11 12 -13 -14 -15 15 -17 -18 18 20 -21 -22 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=-1.0136626755752332e-07 2.5819860406765352e-07 1.7983413616029509e-07 -2.0991332712583244e-07 -1.7845732050621639e-07 1.1293616375951387e-07 -1.1148061261678777e-07 2.1018872647005084e-07 -2.1383282383416591e-07 -4.2141250204963405e-08 1.4446641422186499e-07 4.0177123707962895e-07 -4.2690841246439959e-07 3.5931937473094462e-09 -2.6032453719252496e-07 -2.1158760446837732e-07 -1.270082031193963e-07 2.1504842897876679e-07 4.1900187429136008e-09 2.0713728493011598e-08 -3.1094722626586909e-07 4.0393214476353031e-07 -1.2972712378039684e-07 2.2083313178486806e-07 -1.6978832729819261e-07 5.7347712814959103e-07 -1.0060309607951012e-06 -5.0773253391119064e-08 -1.9794741964081674e-08 1.1226155951853086e-07 6.9306564995486044e-07
leaf_weight=20 27 32 25 21 25 25 25 23 30 28 24 25 1473 23 30 53 26 812 31 28 20 58 23 25 20 20 57 21 51 20
leaf_count=20 27 32 25 21 25 25 25 23 30 28 24 25 1473 23 30 53 26 812 31 28 20 58 23 25 20 20 57 21 51 20
internal_value=0 2.71335e-09 -3.54459e-08 -1.33054e-08 6.40028e-09 -1.12381e-08 7.17198e-08 -4.64561e-08 -7.46171e-11 4.79452e-08 3.11501e-10 -1.02114e-08 9.97681e-09 -2.49477e-09 1.97402e-09 -2.42098e-09 2.89554e-09 -1.64062e-09 3.67001e-09 -3.84858e-09 1.70995e-07 3.91905e-09 1.13084e-08 1.71606e-07 -9.20274e-09 -2.20612e-08 -2.98892e-07 2.69606e-07 2.62402e-07 4.40476e-07
internal_weight=0 2899 222 197 176 151 45 106 83 58 2872 1375 1497 1350 1327 1295 1242 1216 1186 1135 51 1107 1049 119 930 889 77 41 94 43
internal_count=3121 2899 222 197 176 151 45 106 83 58 2872 1375 1497 1350 1327 1295 1242 1216 1186 1135 51 1107 1049 119 930 889 77 41 94 43
is_linear=0
shrinkage=0.1


Tree=9946
num_leaves=31
num_cat=0
split_feature=394 3 0 0 402 9 2 403 4 0 1210 0 4 403 45 456 43 456 1429 475 1373 4 457 0 0 0 1213 402 43 52
split_gain=2.75551e-11 1.84611e-10 2.64558e-11 3.54332e-10 3.24904e-10 1.1373e-10 8.65704e-11 7.01445e-11 2.07254e-10 1.28786e-10 2.56108e-10 2.34753e-10 1.81106e-10 8.67752e-11 7.8335e-11 8.18864e-11 1.33882e-10 1.12524e-10 1.01579e-10 6.09586e-10 4.4006e-10 1.75336e-10 1.30552e-10 1.1244e-10 2.34831e-10 1.48172e-10 1.36808e-10 3.10408e-10 1.30586e-10 2.55312e-10
threshold=0.084995000000000015 -0.083489999999999995 -0.083804999999999977 -0.084044999999999995 0.31115000000000004 0.088235000000000022 -0.0050599999999999994 0.0033700000000000002 -0.081984999999999988 -0.084674999999999986 -0.087769999999999973 -0.084889999999999979 -0.016304999999999997 0.064330000000000012 0.094030000000000016 0.087635000000000005 -0.084794999999999995 0.085800000000000015 0.083725000000000008 -0.085774999999999976 1.0000000180025095e-35 -0.008819999999999998 0.31508000000000008 -0.086234999999999992 -0.085804999999999979 -0.086729999999999988 0.10675500000000002 0.09277500000000001 0.064745000000000011 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -4 6 -1 9 -9 10 -8 14 -11 -10 15 17 -17 18 20 -20 22 -21 23 25 -25 26 27 28 -12 -30
right_child=1 -3 4 -5 -6 -7 7 8 13 12 11 -13 -14 -15 -16 16 -18 -19 19 21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=1.6185073010710484e-07 2.1557179524854611e-07 -1.5619590498581395e-07 2.5583706221004746e-09 -3.8421757452056233e-07 4.0815615136580164e-07 -2.1592197563791161e-07 -3.5847324759495015e-07 2.6403604105989625e-07 -1.8804925623444866e-07 2.9877834217965458e-07 1.7019527763365519e-08 -3.2329850334633648e-07 -8.9707532850979983e-08 3.004322400066173e-08 -1.9839571698926627e-07 2.6024613362096718e-07 2.9117021797226757e-09 -2.2571177259086048e-07 -5.3273796506066637e-07 3.1018711979413641e-07 3.7933647590193691e-07 -7.4687652133418643e-08 -2.4535886773907372e-07 -3.7851246178869742e-07 1.5342835563554152e-08 2.1098458298621714e-07 2.4894899723904019e-07 -3.887671967038928e-07 -1.3321106918514838e-08 -4.2858891660557677e-07
leaf_weight=32 34 22 1579 25 20 25 22 37 21 30 610 24 20 139 21 30 62 24 24 20 30 29 23 24 41 34 21 21 57 20
leaf_count=32 34 22 1579 25 20 25 22 37 21 30 610 24 20 139 21 30 62 24 24 20 30 29 23 24 41 34 21 21 57 20
internal_value=0 6.95202e-08 -1.26434e-09 -1.09673e-08 7.63151e-09 -4.49172e-09 -7.5884e-10 -4.5186e-09 5.07427e-08 -1.369e-08 -2.05974e-08 -1.39308e-08 1.43384e-07 1.41859e-09 -7.12527e-09 -3.37137e-09 8.68251e-08 -1.18561e-08 -6.47609e-09 -1.19834e-07 2.91682e-09 8.24041e-08 -1.0353e-08 -3.82502e-09 -1.30081e-07 6.9307e-09 -2.58622e-09 -1.0047e-08 1.52959e-09 -1.21183e-07
internal_weight=0 56 3065 1466 1599 1441 1416 1384 197 1187 1137 1115 50 160 1091 1070 92 978 954 73 881 49 851 828 65 763 729 708 687 77
internal_count=3121 56 3065 1466 1599 1441 1416 1384 197 1187 1137 1115 50 160 1091 1070 92 978 954 73 881 49 851 828 65 763 729 708 687 77
is_linear=0
shrinkage=0.1


Tree=9947
num_leaves=31
num_cat=0
split_feature=1348 448 160 132 50 1185 1203 132 47 10 33 47 47 46 47 47 47 2 160 160 2 16 52 12 160 160 43 43 484 3
split_gain=2.74007e-11 3.43974e-11 3.00621e-11 2.94572e-11 8.0676e-10 3.96481e-10 9.22492e-11 3.18967e-11 3.32523e-11 4.10321e-10 2.82341e-10 1.36528e-10 7.624e-11 5.7071e-11 8.10318e-11 4.05945e-11 5.35943e-11 8.89124e-11 4.21587e-11 4.6095e-11 2.2012e-10 4.11439e-10 1.10425e-10 8.56704e-11 6.44482e-11 5.26728e-11 5.62298e-11 1.94788e-10 4.38376e-10 2.92296e-10
threshold=0.095915000000000014 0.056825000000000007 0.55608500000000005 -0.083284999999999984 0.093975000000000017 -0.083264999999999992 0.089165000000000008 -0.037359999999999997 0.094160000000000008 -0.0026549999999999994 -1.0000000180025095e-35 0.097970000000000015 0.091210000000000013 0.10253500000000002 0.10254000000000001 0.088195000000000009 0.078345000000000012 0.084145000000000011 0.40950000000000003 0.10580000000000002 0.08647500000000001 -0.08595499999999999 -0.080114999999999978 0.08401500000000002 0.10285000000000001 0.096860000000000016 -0.081674999999999984 -0.08287499999999999 -1.0000000180025095e-35 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 -1 -7 10 -10 -9 -11 15 14 -13 16 18 -18 19 24 -21 -22 23 -23 25 26 27 -12 -29 -30
right_child=-2 -3 -4 5 -6 7 -8 8 9 11 12 13 -14 -15 -16 -17 17 -19 -20 20 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-2.358481338293878e-09 -1.112038955788173e-07 1.2834174158559195e-07 -9.8055890002650564e-08 -4.2464691118611468e-07 6.4135375303919779e-07 9.6400129357172268e-08 -2.2919970007251323e-07 -3.0830433615847143e-07 4.6944742102539296e-07 -2.3306560394856839e-07 4.8860345717405648e-09 2.1405130091214076e-07 1.9006320212069808e-07 -1.400557336239672e-07 1.5903274289282641e-08 -1.114520217852673e-07 -4.3950525817028676e-08 2.0331500769026951e-07 1.0232484011920095e-07 2.0338535196876126e-07 -5.4043804098569126e-07 -2.5898330434870332e-07 1.7514618050995525e-07 3.3711694271687518e-08 1.65704440623022e-07 -1.3199115212702757e-07 -1.1456326886018203e-08 -1.3449238925507719e-07 6.464750673070999e-07 1.2489021295116551e-07
leaf_weight=173 22 21 31 22 20 35 20 30 20 23 590 23 21 20 201 33 26 33 38 23 20 20 20 20 23 31 1492 27 21 22
leaf_count=173 22 21 31 22 20 35 20 30 20 23 590 23 21 20 201 33 26 33 38 23 20 20 20 20 23 31 1492 27 21 22
internal_value=0 7.92806e-10 -7.74107e-11 9.19417e-10 3.67843e-08 -1.77615e-09 -2.58653e-08 1.53223e-09 3.3656e-10 3.25682e-08 -3.37849e-09 -1.56875e-10 3.40119e-10 2.17976e-08 3.62488e-08 -1.29341e-09 2.17491e-10 9.43505e-08 -2.14887e-09 -3.86823e-09 -6.92564e-08 -1.47641e-07 -1.67085e-08 -1.12636e-07 -8.15202e-10 -2.56965e-09 -7.05303e-10 2.35985e-08 1.81318e-07 3.79618e-07
internal_weight=0 3099 3078 3047 213 2834 193 2812 2777 287 2490 267 2460 244 224 2439 2406 59 2347 2309 103 80 60 40 2206 2183 2152 660 70 43
internal_count=3121 3099 3078 3047 213 2834 193 2812 2777 287 2490 267 2460 244 224 2439 2406 59 2347 2309 103 80 60 40 2206 2183 2152 660 70 43
is_linear=0
shrinkage=0.1


Tree=9948
num_leaves=31
num_cat=0
split_feature=393 40 130 42 483 158 42 158 1455 15 1455 160 150 1375 160 1 133 133 13 160 160 49 43 1455 481 33 16 16 16 3
split_gain=3.06672e-11 2.66655e-11 8.28216e-11 4.14041e-11 3.7604e-11 4.21399e-11 7.75033e-11 7.19056e-11 5.27053e-11 1.90561e-10 6.97892e-11 2.99725e-11 1.46454e-10 2.74146e-10 1.09498e-10 1.06951e-10 2.2449e-10 2.61752e-10 1.31491e-10 7.7017e-11 8.47801e-11 2.10367e-10 6.91404e-11 5.06639e-11 5.35676e-11 4.9406e-11 5.29433e-11 1.2565e-10 1.20113e-10 3.1884e-10
threshold=0.12679500000000002 -0.24620999999999996 -0.22699999999999995 0.15021500000000002 -0.47181499999999993 0.12212000000000002 0.094010000000000024 0.11694500000000001 -0.097209999999999977 0.088495000000000018 -0.089344999999999994 0.089015000000000011 0.090480000000000019 0.083830000000000002 0.087570000000000023 0.087695000000000009 0.089595000000000022 0.086085000000000009 -0.013304999999999999 0.086075000000000013 0.066685000000000008 -0.081404999999999991 -0.080084999999999976 -0.018454999999999996 -0.16595999999999997 -0.0066799999999999993 -0.056919999999999991 -0.061854999999999993 -0.046599999999999996 -0.073884999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 8 9 -6 -10 14 13 15 19 16 17 22 -17 20 23 -22 -13 -12 -25 -26 27 -27 29 -28
right_child=-2 2 3 -5 5 6 -8 -9 10 -11 11 12 -14 -15 -16 18 -18 -19 -20 -21 21 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=1.1413204290988688e-07 1.0235395618878855e-07 -1.9504104045770473e-07 1.0990367314889227e-07 1.1466370159312999e-07 5.2498120598184789e-08 1.6255784957435864e-08 -2.455850573568341e-07 1.749913966465477e-07 1.691530541710525e-07 -3.2745525634874701e-07 -1.4397329397297655e-07 -1.150030593168237e-07 1.4915936401078195e-07 -4.0292366647194777e-07 2.092625918663771e-07 -3.1325249486258148e-07 -2.2909792392056262e-07 4.0908466032652498e-07 -5.0105001037081825e-09 -1.8320423675502102e-07 -9.3448020014160906e-08 2.6985215382607039e-07 8.6011221724711301e-08 1.5444737716631031e-07 1.3756501010675494e-07 5.4804192866393057e-09 9.1814412144231026e-08 2.5199226348333815e-07 -1.3853514784847795e-08 -4.7284520363177765e-07
leaf_weight=20 29 22 30 31 33 26 20 23 24 22 25 28 36 22 25 25 27 21 31 23 28 37 44 22 25 1344 20 21 1017 20
leaf_count=20 29 22 30 31 33 26 20 23 24 22 25 28 36 22 25 25 27 21 31 23 28 37 44 22 25 1344 20 21 1017 20
internal_value=0 -9.61527e-10 -1.71083e-09 -3.16321e-10 -1.49697e-09 -2.61508e-09 -9.75881e-08 -1.13062e-09 -2.51788e-09 -9.94832e-08 -6.56418e-10 -2.09092e-09 -3.63747e-08 -7.01082e-08 9.86332e-10 -2.85062e-08 2.47462e-08 9.84429e-08 -1.42619e-07 -1.03029e-09 6.07073e-10 1.13354e-07 7.839e-09 -2.33139e-09 -8.97186e-10 -2.29383e-09 -3.73746e-09 9.27291e-09 -2.05389e-08 -1.90515e-07
internal_weight=0 3092 3072 3050 3019 2989 46 2943 2920 55 2865 2841 234 198 2607 176 120 93 56 2582 2559 65 72 2494 2469 2447 2422 1365 1057 40
internal_count=3121 3092 3072 3050 3019 2989 46 2943 2920 55 2865 2841 234 198 2607 176 120 93 56 2582 2559 65 72 2494 2469 2447 2422 1365 1057 40
is_linear=0
shrinkage=0.1


Tree=9949
num_leaves=31
num_cat=0
split_feature=132 1185 15 1186 1213 132 2 399 16 10 0 10 43 48 33 9 10 97 374 2 4 4 0 0 16 3 2 4 2 16
split_gain=2.69793e-11 2.05223e-10 7.08788e-11 4.93066e-11 2.72088e-11 2.87921e-11 1.05434e-10 6.14166e-11 3.91047e-11 2.62884e-11 3.61258e-10 3.39546e-10 5.96929e-11 7.70396e-11 4.09948e-11 2.9414e-11 1.32896e-10 3.615e-11 5.7279e-11 6.44528e-11 4.24176e-11 1.7145e-10 9.96941e-11 2.15393e-10 1.87563e-10 9.73704e-11 1.93917e-10 3.31082e-10 1.72499e-10 9.0309e-11
threshold=-0.083174999999999985 -0.083264999999999992 0.092400000000000024 0.049580000000000006 0.086260000000000017 -0.41094499999999995 0.090050000000000005 0.085965000000000014 -0.081299999999999983 -0.011559999999999999 -0.10224499999999999 -0.086389999999999981 -0.076124999999999984 0.087745000000000004 -0.012019999999999998 0.088235000000000022 -0.0079749999999999977 -0.049229999999999996 0.08987500000000001 -0.0091949999999999983 0.0049200000000000008 0.0061450000000000003 -0.097024999999999986 -0.094654999999999975 -0.13941499999999998 -0.010424999999999999 0.08622500000000001 -0.0083799999999999986 0.10381000000000001 -0.0083599999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -7 -9 10 -3 12 13 -12 -11 16 -16 -18 19 -19 22 -22 24 -24 -21 28 -27 29 -26 -28
right_child=1 9 -4 -5 -6 7 -8 8 -10 14 11 -13 -14 -15 15 -17 17 18 -20 20 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-1.0451927920485106e-07 3.1405109011540757e-07 -3.9236751923077409e-07 -1.9221159865878689e-07 -1.5830011709080543e-07 1.0276322592872589e-07 -1.6048724233996838e-07 2.1629787390170782e-07 -3.6746826626787476e-08 1.1734472636866803e-07 1.272613078439323e-07 1.1418679105190676e-07 3.5820632024297084e-07 -1.9896981224102698e-07 -1.4562349528140269e-07 2.5914667890702962e-07 -8.6268624188116861e-08 -1.2724877610604713e-07 -1.5990122892617365e-07 1.3886224318563717e-07 -2.8322287139350441e-07 2.8548494078369422e-07 1.3324793864567871e-08 2.777285498975094e-07 -1.9806129066032608e-09 -3.2388616509305231e-08 1.7459361567077959e-07 1.4371620361923004e-07 -3.9075150245812314e-07 2.6643211924692879e-07 -1.2528754751610469e-07
leaf_weight=20 21 24 25 21 24 30 21 58 23 26 25 25 24 21 20 38 22 25 30 34 24 651 28 1643 85 21 24 37 25 26
leaf_count=20 21 24 25 21 24 30 21 58 23 26 25 25 24 21 20 38 22 25 30 34 24 651 28 1643 85 21 24 37 25 26
internal_value=0 2.57468e-09 -3.35964e-08 -1.34676e-08 3.81354e-09 -1.18101e-08 5.98017e-08 -3.82613e-08 7.00756e-09 3.01918e-10 -4.57173e-08 4.18575e-08 -7.11243e-08 -4.42225e-09 2.2868e-09 1.09787e-09 2.32976e-09 4.0963e-10 1.46824e-09 -1.03177e-10 1.43453e-09 2.30016e-08 -6.13582e-09 2.70632e-09 -6.47676e-08 -3.06966e-08 -9.81447e-08 -1.63978e-07 3.55252e-08 3.83425e-09
internal_weight=0 2899 222 197 176 152 41 111 81 2878 119 95 70 46 2759 2733 2695 2675 2653 2623 2598 675 1923 1671 252 218 108 87 110 50
internal_count=3121 2899 222 197 176 152 41 111 81 2878 119 95 70 46 2759 2733 2695 2675 2653 2623 2598 675 1923 1671 252 218 108 87 110 50
is_linear=0
shrinkage=0.1


Tree=9950
num_leaves=31
num_cat=0
split_feature=9 10 2 2 12 10 16 10 49 45 457 16 448 1348 151 48 456 150 149 3 47 9 3 4 474 0 52 52 52 48
split_gain=2.84776e-11 6.61312e-11 1.05129e-10 5.71236e-11 3.70819e-11 3.61818e-11 3.57938e-10 5.48283e-10 2.82911e-11 3.02475e-11 2.8546e-11 2.09548e-10 1.05611e-10 5.71286e-11 3.16064e-11 4.81917e-11 3.63702e-11 5.39188e-11 4.11897e-11 3.41255e-11 1.30157e-10 2.57224e-10 1.98347e-10 1.40272e-10 1.29293e-10 2.14432e-10 1.6931e-10 1.13959e-10 1.24771e-10 1.30892e-10
threshold=0.092410000000000006 0.053330000000000009 -0.15339499999999998 -0.090999999999999984 -0.010834999999999999 -0.011559999999999999 -0.056919999999999991 -0.38124499999999995 -0.42399999999999993 0.094030000000000016 0.11612500000000002 -0.071854999999999988 0.053555000000000005 0.089175000000000018 -0.52488999999999986 -0.091869999999999993 -0.11319999999999998 0.12765500000000005 0.097720000000000015 -0.016324999999999996 0.092165000000000011 -0.013509999999999999 -0.011549999999999998 0.11275500000000001 0.091650000000000009 0.047850000000000011 -0.11592499999999999 -0.23375999999999997 -0.099454999999999974 0.092065000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 7 -5 -7 10 12 -12 13 14 -10 -16 -17 18 19 -18 21 -21 -23 -22 25 27 -27 -24 -29 -30
right_child=4 2 -4 5 -6 8 -8 -9 9 -11 11 -13 -14 -15 15 16 17 -19 -20 20 23 22 24 -25 -26 26 -28 28 29 -31
leaf_value=1.4525974271001127e-07 1.6820925162125169e-07 3.6679735728739615e-08 -2.8367346182955363e-07 4.9670052210576862e-08 -5.604893734319679e-10 1.1158470815940824e-07 2.2204991646882868e-07 -5.4954843001006827e-07 -1.0536841672197689e-07 -9.3526771435977828e-08 2.7023900707031804e-07 -1.0169909475362974e-07 -2.1352500478082736e-07 1.5859466678282687e-07 -1.1688400419566681e-07 -1.2512447469248401e-07 -1.3866659176834072e-09 1.5988579662653344e-07 -1.3357645204078752e-07 3.9868899332162755e-07 -2.4616979495927999e-07 2.9167194773654723e-07 -1.7745062291730981e-07 7.1561777007881722e-08 -2.0878237376109608e-07 1.7859963193023718e-08 4.0301897257677416e-07 2.2502587529406638e-07 2.4415912570116698e-08 -2.0067919166422145e-07
leaf_weight=27 23 20 21 37 30 23 30 26 28 34 28 33 23 23 34 22 2164 22 22 20 33 27 34 24 25 21 25 26 186 30
leaf_count=27 23 20 21 37 30 23 30 26 28 34 28 33 23 23 34 22 2164 22 22 20 33 27 34 24 25 21 25 26 186 30
internal_value=0 -1.25283e-09 -1.27404e-07 4.55853e-10 7.26792e-08 -8.47382e-10 -6.2247e-08 -1.97626e-07 1.1169e-09 2.35914e-10 1.35449e-09 6.90266e-08 -1.25613e-10 1.64886e-09 3.3287e-10 1.42298e-09 2.92332e-09 3.98277e-09 2.6821e-09 3.82844e-09 2.88517e-08 4.92849e-08 3.06001e-08 -1.12388e-07 1.02862e-08 2.72946e-08 2.27186e-07 -6.02052e-09 1.80647e-08 -6.8473e-09
internal_weight=0 3068 41 3027 53 3000 93 63 2907 2884 2850 61 2789 2766 2743 2715 2681 2659 2637 2615 451 394 374 57 347 322 46 276 242 216
internal_count=3121 3068 41 3027 53 3000 93 63 2907 2884 2850 61 2789 2766 2743 2715 2681 2659 2637 2615 451 394 374 57 347 322 46 276 242 216
is_linear=0
shrinkage=0.1


Tree=9951
num_leaves=31
num_cat=0
split_feature=46 44 1428 12 156 1429 1420 47 0 47 47 0 47 393 43 42 15 47 2 120 9 9 482 16 482 482 121 484 13 148
split_gain=2.91369e-11 8.20985e-11 3.64734e-11 9.24648e-11 4.61738e-11 3.875e-11 7.60441e-11 3.72355e-11 2.27617e-10 9.81924e-10 3.90076e-10 7.77841e-11 7.69851e-11 5.00043e-11 4.26518e-11 6.32325e-11 5.29414e-11 6.29731e-11 4.62562e-11 4.16294e-11 6.18689e-11 7.1746e-11 4.4127e-11 2.07507e-10 1.47689e-10 1.45874e-10 6.6053e-11 6.52399e-11 1.32807e-10 6.05686e-11
threshold=0.084955000000000017 0.10049500000000001 -0.020064999999999996 0.091715000000000005 -0.094124999999999986 0.12451000000000002 -0.085599999999999996 0.092165000000000011 -0.10224499999999999 0.10670500000000001 0.09550500000000002 -0.094299999999999981 0.088915000000000008 0.12679500000000002 -0.080954999999999985 0.088060000000000013 -0.085319999999999993 0.11939500000000002 0.084715000000000013 0.09852000000000001 0.089995000000000006 0.10141500000000002 0.097035000000000024 -0.014754999999999999 0.089745000000000005 0.087425000000000017 -0.075254999999999989 -0.017214999999999998 -0.076599999999999988 -0.10069499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 6 -6 12 9 -9 -10 -12 13 19 15 18 -16 -18 -13 20 22 -22 24 -24 25 26 -8 -25 -29 -28
right_child=1 -3 4 -5 5 -7 7 8 10 -11 11 14 -14 -15 16 -17 17 -19 -20 -21 21 -23 23 27 -26 -27 29 28 -30 -31
leaf_value=-2.503871228753951e-07 2.3170396948657412e-07 -3.5608755410976299e-08 1.0965662616064566e-07 4.0747616480985017e-08 -1.8748027230876894e-07 1.3095480901690529e-07 -1.6183641947920847e-07 -7.8507481120482232e-07 4.3829434673625663e-07 3.1200479913958845e-08 -1.8640648168964338e-07 -1.0144519031030087e-07 1.6489582674631525e-07 1.3906076984627502e-07 1.6057485846995745e-07 -1.8828553788807769e-07 -7.4988242382761682e-08 1.1522262171683093e-07 1.0447111116936487e-07 -1.4053819485514482e-07 2.458693083957025e-07 9.7428224971589519e-09 3.34968605322026e-07 1.2126887850172351e-07 -1.9970224466373124e-07 2.6140160400700554e-07 1.5991468558240742e-07 -1.9922401529962976e-07 1.2246817147700183e-07 -3.1665030996852875e-09
leaf_weight=20 20 27 38 24 22 22 26 20 20 56 26 20 29 26 27 25 46 28 24 21 22 31 22 25 38 21 23 33 21 2318
leaf_count=20 20 27 38 24 22 22 26 20 20 56 26 20 29 26 27 25 46 28 24 21 22 31 22 25 38 21 23 33 21 2318
internal_value=0 7.81413e-08 -1.19416e-09 -9.15864e-08 1.1847e-10 -1.27272e-09 -2.25219e-09 -8.69887e-10 -3.4765e-08 -1.83609e-07 1.76059e-08 -2.53215e-08 2.85654e-09 1.06775e-09 -6.84942e-10 -6.1286e-08 4.07158e-08 -3.01656e-09 1.08728e-08 -3.11647e-10 8.29732e-10 1.07758e-07 -1.41292e-09 6.33512e-08 -4.1092e-09 -9.96746e-10 -3.32474e-09 -1.22891e-08 -7.41215e-08 -1.56425e-09
internal_weight=0 47 3074 44 3030 2992 2970 2948 292 76 216 196 2656 2627 170 69 101 74 44 2601 2580 53 2527 101 2426 2388 2367 79 54 2341
internal_count=3121 47 3074 44 3030 2992 2970 2948 292 76 216 196 2656 2627 170 69 101 74 44 2601 2580 53 2527 101 2426 2388 2367 79 54 2341
is_linear=0
shrinkage=0.1


Tree=9952
num_leaves=31
num_cat=0
split_feature=390 12 132 1186 1185 1203 393 1212 1212 401 1210 0 42 12 1210 3 403 1210 1212 1209 1210 402 481 2 159 481 1 1 1 10
split_gain=2.7132e-11 9.58355e-11 2.69745e-11 9.03778e-10 4.50424e-10 8.31187e-11 2.8578e-11 2.51459e-11 1.52702e-10 6.06532e-11 1.21051e-10 2.66242e-10 4.48883e-11 7.84085e-11 4.46428e-11 1.73138e-10 1.75962e-10 7.8189e-11 7.05901e-11 5.50692e-11 5.47857e-11 4.38053e-11 6.52302e-11 4.93809e-10 1.0298e-09 4.74738e-10 8.28694e-11 7.31308e-11 1.02809e-09 8.44936e-10
threshold=0.087590000000000015 0.088485000000000022 -0.083284999999999984 1.0000000180025095e-35 -0.083264999999999992 0.085960000000000023 0.10159000000000001 -0.09386499999999999 -0.088629999999999987 0.11444000000000001 -0.099939999999999987 -0.075934999999999989 0.084835000000000008 0.092255000000000018 -0.065674999999999983 -0.082334999999999978 -0.090774999999999981 -0.061049999999999993 -0.064959999999999976 -0.025744999999999997 -0.00046999999999999993 0.11174500000000002 -0.087424999999999989 0.092875000000000013 -0.056644999999999994 -0.085629999999999984 0.076935000000000017 0.092695000000000013 0.093205000000000024 -0.0082499999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -4 -1 7 12 -9 10 11 -10 -6 -14 15 16 -12 -16 -19 -20 -21 22 23 24 -22 -24 -26 29 -29 -27
right_child=1 -3 4 -5 6 -7 -8 8 9 -11 14 -13 13 -15 17 -17 -18 18 19 20 21 -23 25 -25 26 27 -28 28 -30 -31
leaf_value=-6.8026056577640378e-09 -7.1033820840208742e-08 2.0607854087127355e-07 -4.6517297148186895e-07 6.7295306369175026e-07 -1.5269559061910816e-07 -1.96070140942892e-07 1.0402465908153038e-07 2.5168365335540936e-07 -4.3893059448407712e-07 1.3516713799344162e-07 1.5844095122880781e-07 4.2452049237235096e-08 7.5522588897709084e-08 -1.3318842912705503e-07 -1.9973383615479177e-07 3.0467362905809478e-07 -1.9301292038053049e-07 1.566662166599794e-07 -1.6051689974781107e-07 1.4568282679761069e-07 -7.9488603689913454e-07 -1.3479998474963396e-07 4.2649356795611594e-07 3.5855057660683088e-07 -8.8981500466291302e-08 -6.6311355951143024e-07 1.5894801028191698e-07 7.2769966728003512e-07 2.7911709441615813e-09 -8.3235268874765256e-09
leaf_weight=165 24 26 21 20 30 27 26 24 20 32 28 27 45 30 20 23 29 28 22 25 21 25 26 20 28 20 26 20 898 1345
leaf_count=165 24 26 21 20 30 27 26 24 20 32 28 27 45 30 20 23 29 28 22 25 21 25 26 20 28 20 26 20 898 1345
internal_value=0 7.30646e-08 -1.19678e-09 3.32205e-08 -3.74888e-09 -3.34184e-08 -3.34538e-10 -1.29945e-09 5.62965e-10 -1.68336e-09 -3.33527e-09 -1.62392e-07 -4.93143e-08 -7.96182e-09 -4.64441e-10 7.30808e-08 -2.03689e-08 -2.79551e-09 -1.22252e-09 -3.00802e-09 -1.59596e-09 -3.11179e-09 -1.74232e-09 -8.29519e-08 -2.00686e-07 1.59891e-09 3.0392e-08 -3.24001e-09 1.85844e-08 -1.79175e-08
internal_weight=0 50 3071 212 2859 192 2838 2812 2707 2683 2651 47 105 75 2604 80 57 2524 2504 2476 2454 2429 2404 95 75 2309 54 2283 918 1365
internal_count=3121 50 3071 212 2859 192 2838 2812 2707 2683 2651 47 105 75 2604 80 57 2524 2504 2476 2454 2429 2404 95 75 2309 54 2283 918 1365
is_linear=0
shrinkage=0.1


Tree=9953
num_leaves=31
num_cat=0
split_feature=400 131 1204 1212 401 401 133 401 132 1185 1203 1210 4 1374 4 401 1375 1212 52 1210 0 34 1 2 1 1375 4 4 3 151
split_gain=2.67477e-11 4.16352e-11 3.90226e-11 3.52341e-11 3.66052e-11 4.29405e-11 7.37267e-11 4.31483e-11 4.02005e-11 1.25565e-10 9.83746e-11 3.29256e-11 3.24259e-11 2.94982e-10 2.5289e-10 1.18734e-10 1.09945e-10 8.50495e-11 2.29843e-10 1.59799e-10 8.29138e-11 9.3846e-11 8.66385e-11 8.32002e-10 6.83516e-10 2.17696e-10 2.60782e-10 1.57362e-10 2.90998e-10 1.53087e-10
threshold=-0.40134499999999995 0.13767000000000004 0.053645000000000005 0.15358000000000002 0.13699500000000003 0.11769000000000002 -0.059434999999999995 0.11336 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.13847499999999999 -0.0092149999999999992 0.087110000000000007 -0.0086549999999999978 0.093690000000000009 -0.068444999999999992 -0.092474999999999988 0.086275000000000004 -0.08861999999999999 0.024095000000000002 -0.08786999999999999 0.092695000000000013 -0.013254999999999998 0.094385000000000011 -0.090674999999999992 -0.0078799999999999981 -0.0035949999999999997 -0.080409999999999995 -0.088279999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 8 10 -10 -2 -11 13 16 -14 20 -13 18 -18 -19 21 -16 23 -23 -24 -25 -27 28 -28 -29
right_child=1 -3 -4 -5 -6 6 -8 -9 9 11 -12 12 14 -15 15 -17 17 19 -20 -21 -22 22 24 25 -26 26 27 29 -30 -31
leaf_value=1.1247699755282763e-07 -2.089715078744047e-08 -1.4457964876868347e-07 1.2459908404593989e-07 1.3144687954991243e-07 -1.1552875532418382e-07 -2.3549364074241291e-08 2.3897392111393854e-07 -1.4162388107505111e-07 2.5169380052147972e-07 9.657988422467108e-08 -2.5514845845009406e-07 1.9095663381969123e-07 3.4746372741458555e-07 -3.8273484303122786e-07 2.211532967066887e-07 2.4660907882889665e-07 3.4579534921401018e-07 -2.6962529145653967e-07 -6.3586931542403133e-08 -9.4111156572721819e-09 -1.2778364307427145e-07 -6.5742020311176935e-07 6.0615735932856305e-07 -2.8311899144411589e-07 8.7908310737245531e-09 3.5859285721547472e-07 -5.5082359668155003e-09 2.5985502324269527e-07 -4.031417873306964e-07 9.1232851292163037e-09
leaf_weight=21 173 20 25 20 28 23 20 22 20 35 20 28 22 21 20 20 24 24 32 1416 48 20 20 26 453 21 63 26 26 384
leaf_count=21 173 20 25 20 28 23 20 22 20 35 20 28 22 21 20 20 24 24 32 1416 48 20 20 26 453 21 63 26 26 384
internal_value=0 -7.62842e-10 1.71034e-10 -8.47199e-10 -1.71899e-09 -6.59237e-10 9.85545e-08 -2.09857e-09 -1.05522e-09 2.0421e-09 -4.51719e-08 2.1248e-10 -1.03951e-09 -1.05006e-08 1.16824e-08 5.12764e-09 -5.37143e-09 -9.04602e-09 1.11863e-07 -1.3748e-08 7.64827e-10 6.59139e-09 2.46122e-09 -2.39367e-08 3.40495e-08 -7.32192e-10 1.33871e-08 -1.14055e-09 -1.21671e-07 2.50233e-08
internal_weight=0 3100 3080 3055 3035 3007 43 2964 2942 2749 193 2729 2694 1545 1149 1127 1524 1496 56 1440 1107 1059 1039 566 473 546 520 499 89 410
internal_count=3121 3100 3080 3055 3035 3007 43 2964 2942 2749 193 2729 2694 1545 1149 1127 1524 1496 56 1440 1107 1059 1039 566 473 546 520 499 89 410
is_linear=0
shrinkage=0.1


Tree=9954
num_leaves=31
num_cat=0
split_feature=132 1203 394 50 131 400 16 2 1204 43 129 129 483 12 482 482 0 1 482 16 482 480 480 483 483 454 483 2 12 483
split_gain=2.65877e-11 7.6208e-10 3.7509e-10 1.46038e-10 3.01608e-11 3.7404e-11 3.21836e-11 3.51515e-11 4.63567e-11 9.4522e-11 2.83442e-11 2.80895e-11 2.98077e-11 1.63961e-10 5.69817e-11 3.50891e-11 2.06053e-10 1.56619e-10 1.31307e-10 1.69443e-10 1.06072e-10 5.2724e-11 8.63125e-11 4.72382e-11 6.68636e-11 5.70108e-11 5.79394e-11 2.99666e-10 1.74718e-10 1.58403e-10
threshold=-0.083284999999999984 0.089165000000000008 0.12358500000000001 0.10022000000000002 -0.076979999999999979 0.10782000000000001 -0.090764999999999985 0.084245000000000014 -0.084344999999999989 -0.0051099999999999991 -0.08133 -1.0000000180025095e-35 0.12236500000000002 0.094435000000000005 0.11524000000000002 0.098465000000000011 -0.077809999999999976 0.16540500000000002 0.089745000000000005 -0.0073349999999999986 0.087870000000000018 0.11387000000000001 0.10344000000000002 0.10321500000000002 0.095250000000000015 -0.081344999999999987 0.087520000000000014 0.087415000000000007 0.085885000000000017 0.085765000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 -1 6 -6 -8 -9 -10 -2 -12 14 -14 15 17 -17 18 20 -20 21 22 23 24 25 -13 29 -28 -29 -27
right_child=2 -3 -4 -5 5 -7 7 8 9 -11 11 12 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=8.6608987781566787e-08 9.4048965781912131e-08 5.7815300608062306e-07 -4.3410632088125568e-07 -2.8636708584883766e-07 9.5972283129060162e-08 -1.2221217100079292e-07 -1.3165804962573415e-07 -1.085294370352044e-07 2.2345475307989071e-07 -7.6580100483170099e-08 -1.061256878074346e-07 1.3690120988668799e-07 -2.4299955571547927e-07 9.9220648966788125e-08 1.5209151172257406e-07 8.3179155344244764e-08 -3.3120071826431288e-07 2.6769685064209624e-07 -3.7715447398395126e-07 4.7581502772030804e-09 2.3216784896362695e-07 1.4000488264358594e-07 -1.6632063599052845e-07 1.2228624206578332e-07 -1.2509913687386827e-07 6.0280350680622365e-10 -1.2854158358420266e-07 4.8137046348983858e-07 6.8383332063604032e-08 -2.3065297845903388e-07
leaf_weight=32 32 23 20 20 29 29 23 21 21 21 25 31 28 28 25 30 20 22 21 26 20 27 31 32 42 2336 35 20 21 30
leaf_count=32 32 23 20 20 29 29 23 21 21 21 25 31 28 28 25 30 20 22 21 26 20 27 31 32 42 2336 35 20 21 30
internal_value=0 3.35974e-08 -2.53671e-09 -3.03046e-08 -1.20656e-09 -2.07211e-08 4.87227e-09 -2.58475e-08 1.27817e-08 7.34373e-08 4.58226e-10 -5.92617e-10 3.41304e-10 -7.18895e-08 1.80209e-09 4.32837e-10 -8.25728e-08 1.9734e-09 -2.14441e-10 -1.65884e-07 2.75183e-09 9.90476e-10 -4.65455e-10 1.5532e-09 1.70327e-11 2.14193e-09 4.3123e-10 8.63751e-08 2.6984e-07 -2.32943e-09
internal_weight=0 219 2902 196 176 144 115 86 63 42 2882 2850 2825 56 2769 2744 50 2694 2672 47 2625 2605 2578 2547 2515 2473 2442 76 41 2366
internal_count=3121 219 2902 196 176 144 115 86 63 42 2882 2850 2825 56 2769 2744 50 2694 2672 47 2625 2605 2578 2547 2515 2473 2442 76 41 2366
is_linear=0
shrinkage=0.1


Tree=9955
num_leaves=31
num_cat=0
split_feature=130 1 1132 132 1185 1203 9 42 483 12 482 480 480 50 42 0 157 1456 52 1419 16 159 159 0 12 12 1429 474 151 133
split_gain=2.59931e-11 5.33599e-11 3.9543e-11 2.90484e-11 2.01336e-10 9.69209e-11 2.83062e-11 2.76814e-11 2.59509e-11 1.60204e-10 4.63194e-11 2.71731e-11 6.48193e-11 4.0935e-11 2.7778e-10 1.75962e-10 6.38662e-11 5.79304e-11 1.29674e-10 4.96429e-11 4.47311e-11 1.49666e-10 1.53867e-10 1.11418e-10 1.81036e-10 6.89635e-10 1.77466e-10 1.41778e-10 1.21389e-10 1.10497e-10
threshold=-0.23123999999999997 0.16540500000000002 -0.078654999999999989 -0.083174999999999985 -0.083264999999999992 0.088820000000000024 -0.092939999999999981 -0.23802999999999999 0.12236500000000002 0.094435000000000005 0.11524000000000002 0.11387000000000001 0.10344000000000002 -0.099524999999999988 0.094365000000000018 -0.067094999999999988 0.63604500000000008 0.10959500000000001 -0.034054999999999995 0.089680000000000024 0.064860000000000015 0.10545500000000001 0.089030000000000012 0.12445000000000002 0.098810000000000023 0.10266500000000002 -0.078659999999999994 -0.056454999999999998 -0.085684999999999997 0.087575000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -6 -8 10 -10 11 12 13 14 15 -9 17 19 -19 20 -15 22 23 24 26 -26 -22 -28 -29 -30
right_child=1 -3 3 4 6 -7 7 8 9 -11 -12 -13 -14 16 -16 -17 -18 18 -20 -21 21 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=1.0590764581454849e-07 -1.3971594682971046e-07 -1.4076073253161464e-07 -8.183643627542735e-09 3.1254171300956627e-07 1.2029556714310275e-07 -2.075393004880815e-07 1.1263241103423836e-07 -2.0816389562386661e-07 -2.4823571913237594e-07 9.3612219866999716e-08 1.3688235515019187e-07 9.321838954365963e-08 -1.4241491728128607e-07 6.0909713468192595e-09 3.2760287290553189e-07 1.3968585303831998e-07 -1.7953042743101833e-07 6.4212871304647485e-08 -2.9157721032545072e-07 1.2182723042662795e-07 2.0318977131442548e-07 -2.3453196287405401e-07 2.5752417414537377e-07 1.3125478765174102e-07 -6.8594631756013765e-07 -2.3091545968286069e-10 -2.9363139688598497e-07 -1.9169208435927898e-07 8.1966984359828705e-08 -1.1413872558208027e-07
leaf_weight=23 20 27 189 21 20 28 22 33 26 29 25 31 32 2051 28 26 20 20 21 34 35 33 20 39 20 55 20 31 102 40
leaf_count=23 20 27 189 21 20 28 22 33 26 29 25 31 32 2051 28 26 20 20 21 34 35 33 20 39 20 55 20 31 102 40
internal_value=0 -7.94018e-10 4.36558e-10 1.35529e-09 4.05533e-09 -3.3907e-08 1.75237e-09 9.03513e-10 1.64556e-11 -6.79886e-08 1.39358e-09 1.34862e-10 -9.49946e-10 7.72611e-10 6.82219e-08 -5.48742e-08 -1.53675e-09 -1.24663e-10 -1.18021e-07 1.82443e-09 1.56363e-10 -3.06585e-08 -1.20734e-08 -2.78393e-08 -4.83168e-08 -1.83088e-07 -3.98402e-09 -4.15544e-08 -1.24126e-08 2.67259e-08
internal_weight=0 3098 3071 3051 2834 217 2813 2793 2771 55 2716 2691 2660 2628 87 59 2541 2521 41 2480 2446 395 362 342 303 75 228 193 173 142
internal_count=3121 3098 3071 3051 2834 217 2813 2793 2771 55 2716 2691 2660 2628 87 59 2541 2521 41 2480 2446 395 362 342 303 75 228 193 173 142
is_linear=0
shrinkage=0.1


Tree=9956
num_leaves=31
num_cat=0
split_feature=132 50 1185 1203 52 2 1213 3 2 0 1429 156 1429 11 11 11 12 41 33 11 3 159 3 0 147 147 147 147 0 43
split_gain=2.69425e-11 7.14005e-10 3.71862e-10 1.47776e-10 2.73926e-11 4.59441e-11 3.35736e-11 4.61875e-11 8.61466e-11 5.39942e-11 2.683e-11 8.50132e-11 3.38732e-11 2.98401e-11 4.99104e-11 6.40682e-11 1.36552e-10 4.36438e-11 1.52569e-10 3.90597e-11 3.22431e-11 9.2952e-11 1.09374e-10 2.72066e-10 7.96158e-11 5.27165e-11 7.64094e-11 5.67118e-11 4.16513e-11 3.15628e-10
threshold=-0.083284999999999984 0.10022000000000002 -0.083264999999999992 0.089480000000000018 0.090645000000000017 0.095040000000000013 0.085835000000000009 -0.067429999999999976 0.088555000000000009 -0.084889999999999979 -0.23752499999999996 0.32523500000000005 -0.13895999999999997 0.096215000000000009 0.088065000000000018 0.080705000000000013 0.089085000000000011 0.088520000000000015 -0.0066799999999999993 0.077695000000000014 -0.13309499999999996 0.08154500000000002 -0.38012499999999999 -0.080869999999999984 0.11204500000000002 0.099230000000000013 0.093875000000000014 0.090425000000000019 0.10455500000000001 -0.014584999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -6 7 8 9 -1 -4 12 -12 14 15 17 -17 18 -14 20 21 22 -20 -24 25 26 27 28 -22 -30
right_child=2 -3 10 -5 5 -7 -8 -9 -10 -11 11 -13 13 -15 -16 16 -18 -19 19 -21 24 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=1.4779142860632534e-07 -4.1212730404926003e-07 5.8825215381559597e-07 -1.1484998879041087e-07 -2.8271775164512293e-07 1.8400808208696164e-07 -3.0337765224430767e-08 -1.1277505850244027e-07 1.0707881267190907e-07 -1.9131642202315411e-07 -5.6613130158414802e-08 -1.2660325870412983e-07 2.0682663432580738e-07 2.3224018000129425e-07 7.249208884480484e-08 -1.1441868480981038e-07 -8.7020353412015094e-08 2.1614625871699483e-07 -1.1566321437586878e-07 -5.5853167282293728e-08 -1.2683526534829073e-07 -8.3967725154725673e-10 -8.9631363597852964e-08 -1.151165254971905e-08 4.6223060055891356e-07 -1.9293767585602173e-07 1.5983709872102736e-07 -1.8870010207324002e-07 1.6212920069760696e-07 1.0247328646073584e-07 -3.7440094899920953e-07
leaf_weight=24 22 21 20 20 20 20 29 33 24 28 21 20 28 57 38 24 39 33 25 25 2326 32 27 22 22 20 22 21 35 23
leaf_count=24 22 21 20 20 20 20 29 33 24 28 21 20 28 57 38 24 39 33 25 25 2326 32 27 22 22 20 22 21 35 23
internal_value=0 3.3816e-08 -2.55831e-09 -2.49878e-08 3.97058e-09 7.68352e-08 -1.71496e-08 8.29205e-09 -3.46022e-08 3.77274e-08 5.7034e-10 1.37748e-09 -6.93495e-11 8.73259e-10 -6.04755e-10 9.82958e-10 1.00654e-07 -1.37679e-09 5.83132e-11 -2.44211e-09 -1.23441e-09 5.2771e-08 1.1435e-07 2.01189e-07 -3.55299e-09 -1.8503e-09 -3.18271e-09 -1.48567e-09 -2.92691e-09 -8.6632e-08
internal_weight=0 219 2902 198 178 40 138 109 76 52 2880 2860 2840 2819 2762 2724 63 2661 2628 2600 2575 106 74 49 2469 2447 2427 2405 2384 58
internal_count=3121 219 2902 198 178 40 138 109 76 52 2880 2860 2840 2819 2762 2724 63 2661 2628 2600 2575 106 74 49 2469 2447 2427 2405 2384 58
is_linear=0
shrinkage=0.1


Tree=9957
num_leaves=31
num_cat=0
split_feature=472 1429 1429 1429 475 1429 470 1429 1420 50 4 50 45 11 34 13 34 133 9 1 9 154 1446 4 3 1444 43 1 132 1
split_gain=3.192e-11 6.79949e-11 3.13427e-11 2.95752e-11 1.15416e-10 3.99802e-11 4.23538e-11 3.90626e-11 8.59514e-11 4.36735e-11 9.4475e-11 7.48053e-11 3.16493e-11 1.71976e-10 4.06667e-11 1.19726e-10 5.13959e-11 1.57108e-10 7.38048e-11 1.58568e-10 1.16636e-10 4.18942e-11 6.02186e-11 9.63647e-11 6.26798e-11 5.50167e-11 7.54897e-11 3.74882e-11 3.21232e-10 7.74841e-10
threshold=-0.38234499999999999 -0.23587499999999997 -0.094049999999999981 -0.060529999999999994 -0.011519999999999997 -0.0091699999999999993 1.0000000180025095e-35 0.12451000000000002 -0.085924999999999987 0.13767000000000004 -0.020529999999999996 0.13522500000000001 0.094030000000000016 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.086990000000000012 0.091600000000000015 0.12408500000000001 0.081890000000000004 0.084190000000000001 0.10135500000000001 -0.0065699999999999986 -0.082689999999999986 -0.052264999999999992 -0.079734999999999986 0.088975000000000012 -0.083284999999999984 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 8 -7 11 -11 12 13 -10 15 -15 17 -16 20 -20 21 22 25 24 -24 26 -18 -27 -29 -30
right_child=1 2 3 5 -6 6 -8 -9 9 10 -12 -13 -14 14 16 -17 18 -19 19 -21 -22 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=-1.1488287465037199e-07 1.7218803672167467e-07 -1.1190585871645453e-07 -7.9877994986686327e-08 -1.2943393713863809e-07 1.961558361289683e-07 -1.9029662846984746e-07 1.3838972615138284e-07 1.3839992334396812e-07 2.7324143630998468e-07 7.0684255130496845e-08 -2.058655062834684e-07 1.8505547607426046e-07 -1.1440524284959491e-07 8.1540220297039345e-08 3.1638623369190102e-07 -2.3272634892792767e-07 2.7391961019418434e-08 -5.3400825516257982e-08 -3.3011674369325717e-07 3.9336699873506231e-08 2.3541663325198943e-07 -1.4537553411742012e-07 1.4361533146711738e-07 2.7109125160980815e-07 -9.389647448188044e-08 7.9558836539495347e-09 -2.3825145046020144e-07 2.6180583329977916e-07 -5.4878026085296897e-07 -1.2948628772728219e-08
leaf_weight=24 23 25 28 24 33 24 22 20 23 21 30 22 24 22 20 27 20 27 21 26 21 20 20 21 25 1672 23 39 28 746
leaf_count=24 23 25 28 24 33 24 22 20 23 21 30 22 24 22 20 27 20 27 21 26 21 20 20 21 25 1672 23 39 28 746
internal_value=0 8.88748e-10 -3.92932e-10 5.21408e-10 6.94518e-08 -8.85805e-10 1.55071e-10 -8.78635e-10 -1.83194e-09 -2.71161e-10 -9.19921e-08 1.37189e-09 -5.85658e-11 9.21199e-10 -1.33343e-09 -9.16271e-08 2.87816e-10 1.03955e-07 -1.52888e-09 -1.25738e-07 6.86621e-10 -1.19912e-09 -8.75067e-11 9.42093e-08 1.16643e-08 -2.54937e-09 -1.14696e-07 -6.08797e-10 -1.82228e-08 -3.23327e-08
internal_weight=0 3097 3074 3049 61 2988 2964 2942 2922 2898 51 2847 2825 2801 2778 49 2729 47 2682 47 2635 2614 2594 66 45 2528 43 2485 813 774
internal_count=3121 3097 3074 3049 61 2988 2964 2942 2922 2898 51 2847 2825 2801 2778 49 2729 47 2682 47 2635 2614 2594 66 45 2528 43 2485 813 774
is_linear=0
shrinkage=0.1


Tree=9958
num_leaves=31
num_cat=0
split_feature=132 1185 393 50 0 133 2 2 13 1429 156 484 484 484 483 4 483 4 1451 1447 1447 52 15 43 403 1209 1212 1212 1212 1212
split_gain=3.22355e-11 2.26389e-10 6.58014e-11 9.26284e-11 3.1657e-11 4.26964e-11 3.50228e-11 6.88586e-11 5.37114e-11 2.87946e-11 7.65369e-11 2.63668e-11 3.42938e-11 4.31254e-11 3.97692e-11 1.51681e-10 7.34982e-11 6.38649e-11 4.58212e-11 5.35786e-11 5.40243e-10 2.90736e-10 2.10546e-10 3.40742e-10 1.32019e-10 5.36287e-11 4.01498e-11 1.19219e-10 1.25184e-10 5.2162e-11
threshold=-0.083174999999999985 -0.083264999999999992 0.10483000000000002 0.09227500000000001 -0.098289999999999975 -0.45516499999999999 0.089725000000000013 0.085485000000000019 -0.0082249999999999979 -0.23752499999999996 0.32523500000000005 -0.52850499999999989 -0.48714499999999994 -0.24259999999999995 -0.095689999999999983 -0.013514999999999998 -0.088629999999999987 -0.025314999999999994 0.078040000000000012 -0.085684999999999997 -0.086279999999999982 -0.0087299999999999982 -0.092489999999999989 -0.081374999999999989 -0.55276999999999987 -0.13441499999999998 -0.09386499999999999 -0.088629999999999987 -0.073259999999999978 -0.055019999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 8 -7 -3 11 -11 -13 -14 15 17 -16 -15 19 20 21 -18 -23 -24 -21 -26 -27 -28 -29 -30
right_child=1 9 -4 -5 5 6 -8 -9 -10 10 -12 12 13 14 16 -17 18 -19 -20 24 -22 22 23 -25 25 26 27 28 29 -31
leaf_value=-8.4633345512738102e-08 3.2995379391260421e-07 -1.1914844485261255e-07 -1.7717786204621949e-07 -1.8740158693659666e-07 1.5024256913420687e-07 -5.7922163674918787e-08 8.4035303964625259e-08 -1.6931197205849459e-07 1.5087654270990407e-07 -1.1452807569867217e-07 1.9619690704075766e-07 1.1285685101509241e-07 -1.0912917455622545e-07 8.792205304549347e-08 -1.9182073756951468e-07 3.0746505302658989e-07 -2.9508024446276354e-07 -1.5087124019092223e-07 -1.501979692974942e-07 -2.2540493352844003e-07 5.4017726313304593e-07 -1.7648454132768167e-07 -6.2061904297176321e-08 5.1467811246652672e-07 1.6419226611219529e-07 -6.0735008986512192e-08 2.2420129536608139e-07 -2.0999280881791752e-07 1.6351766507938236e-07 1.3259853119789302e-09
leaf_weight=28 21 20 29 27 25 28 38 25 22 20 20 27 36 24 20 20 29 21 20 26 20 20 21 20 20 105 24 28 20 2317
leaf_count=28 21 20 29 27 25 28 38 25 22 20 20 27 36 24 20 20 29 21 20 26 20 20 21 20 20 105 24 28 20 2317
internal_value=0 2.8097e-09 -3.67282e-08 -1.56244e-08 1.23153e-08 3.1986e-08 5.82306e-09 -3.38045e-08 3.39493e-08 4.22612e-10 1.25936e-09 -1.14409e-10 6.97612e-10 -3.87412e-10 1.03353e-09 7.83251e-08 -8.34108e-10 -2.35148e-08 5.96504e-10 1.73458e-09 7.00617e-08 -3.44084e-08 8.95176e-08 2.19275e-07 -1.22447e-09 1.09402e-09 -2.13906e-10 2.44608e-09 1.95714e-10 2.71402e-09
internal_weight=0 2899 222 193 166 138 113 75 50 2878 2858 2838 2818 2791 2755 65 2690 45 2670 2650 110 90 61 41 2540 2514 2494 2389 2365 2337
internal_count=3121 2899 222 193 166 138 113 75 50 2878 2858 2838 2818 2791 2755 65 2690 45 2670 2650 110 90 61 41 2540 2514 2494 2389 2365 2337
is_linear=0
shrinkage=0.1


Tree=9959
num_leaves=31
num_cat=0
split_feature=472 1429 394 403 9 10 2 9 12 12 42 483 4 1428 16 52 52 13 16 2 51 12 43 15 52 480 13 1 1 15
split_gain=3.39348e-11 6.24901e-11 2.72274e-11 1.73519e-10 2.55823e-11 6.2535e-11 9.15008e-11 6.4274e-11 3.44678e-11 2.13035e-10 3.92102e-10 1.19884e-10 1.26252e-10 9.0254e-11 8.59618e-11 1.13672e-10 2.94064e-10 1.14418e-10 9.24118e-11 1.626e-10 6.9249e-11 6.51791e-11 6.73208e-11 5.79072e-11 1.13885e-10 8.91435e-11 4.85447e-11 4.76864e-11 3.16066e-10 2.90528e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.084995000000000015 -0.074254999999999988 0.092410000000000006 0.053330000000000009 -0.15339499999999998 0.087755000000000014 0.099815000000000015 0.10193000000000001 0.080840000000000009 0.10143000000000001 0.26450500000000005 0.094820000000000015 -0.076669999999999988 0.10263500000000002 -1.0000000180025095e-35 -0.0079349999999999993 -0.105305 0.090175000000000019 -0.26631499999999991 0.12302 -0.06984499999999999 0.12044500000000001 0.19022000000000003 0.11747 0.056795000000000005 0.08801500000000001 0.087505000000000013 0.11601500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 7 -7 8 13 10 -10 12 14 23 18 16 20 -17 -11 -20 -16 22 -22 25 -25 27 -19 28 -3 -29
right_child=1 2 3 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15 15 17 -18 26 19 -21 21 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-1.1845249296982275e-07 1.6513588001959327e-07 5.1439081719455857e-09 2.6479408836621584e-07 -8.9298439415723546e-08 6.726919081139162e-08 2.7610406831968252e-08 -2.7125784836947618e-07 1.73213394527054e-07 -4.6095465555826481e-07 3.4552240890661782e-08 1.0642755498901396e-07 -2.2856307230705913e-07 2.0134467122456813e-07 2.0848964317516611e-07 -1.2127447817533721e-07 -2.3747311727307675e-07 3.6751372970778403e-07 1.4220603759440563e-07 3.3220595486016934e-08 -2.8773375171609637e-07 2.3923726388375144e-07 -8.2215003387049862e-08 2.1755463285938715e-09 -1.1824345747521786e-08 2.5571728491294938e-07 -2.1249580754556517e-07 -7.0816929611238349e-08 -1.007043674734164e-08 4.0538730502248658e-07 -3.9549749821787831e-07
leaf_weight=24 23 1462 25 31 53 20 21 21 29 43 21 22 32 21 30 26 29 20 27 38 25 22 23 41 26 20 23 883 20 20
leaf_count=24 23 1462 25 31 53 20 21 21 29 43 21 22 32 21 30 26 29 20 27 38 25 22 23 41 26 20 23 883 20 20
internal_value=0 9.17071e-10 -3.11632e-10 6.87786e-08 -1.59362e-09 -2.82456e-09 -1.25468e-07 -1.10486e-09 -2.36586e-09 -2.92349e-08 -2.22654e-07 -2.37113e-09 1.23514e-08 2.05303e-09 -7.41257e-09 3.1732e-08 8.71465e-08 -7.18691e-08 -7.91776e-08 -1.54414e-07 5.84005e-09 6.03177e-08 1.25645e-07 2.99324e-10 9.19978e-08 -2.25527e-09 2.82635e-08 -4.92246e-10 1.05453e-08 -1.8607e-08
internal_weight=0 3097 3074 56 3018 2965 41 2924 2903 410 50 360 338 2493 306 198 129 69 108 65 100 70 48 2472 67 2405 43 2385 1482 903
internal_count=3121 3097 3074 56 3018 2965 41 2924 2903 410 50 360 338 2493 306 198 129 69 108 65 100 70 48 2472 67 2405 43 2385 1482 903
is_linear=0
shrinkage=0.1


Tree=9960
num_leaves=31
num_cat=0
split_feature=132 394 1203 1429 156 1186 130 2 12 15 2 1429 157 1429 1429 475 1429 474 42 133 42 399 51 484 13 13 0 2 1371 160
split_gain=2.87847e-11 1.76857e-10 6.21453e-11 3.04351e-11 6.93379e-11 2.621e-11 2.69035e-11 7.06243e-11 6.32435e-11 5.67678e-11 4.70648e-11 2.61514e-11 1.0289e-10 4.87935e-11 3.43869e-11 3.40223e-11 5.06397e-11 6.48725e-11 3.01725e-11 2.12555e-10 4.99976e-11 5.40043e-11 4.69392e-11 2.43962e-10 2.60139e-10 1.6455e-10 1.72071e-10 9.69461e-11 8.75702e-11 2.24169e-10
threshold=-0.083174999999999985 0.11233000000000001 0.088820000000000024 -0.23752499999999996 0.32523500000000005 -0.010834999999999999 0.096010000000000012 0.10136500000000002 0.10911500000000002 0.084655000000000022 0.084245000000000014 -0.08262499999999999 -0.049319999999999996 -0.060529999999999994 -0.0091699999999999993 0.051590000000000004 0.12387000000000002 -0.14697499999999997 -0.23037499999999997 0.089595000000000022 -0.16797499999999996 -0.091389999999999985 -0.085604999999999987 0.085790000000000019 -0.020934999999999999 -0.080344999999999986 -0.087319999999999995 0.11982500000000001 0.083235000000000017 -0.081639999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 11 -1 7 9 -8 10 -7 12 -5 -13 -15 16 17 -16 19 -19 -20 -22 23 25 -25 26 -23 -27 -24 -30
right_child=1 -3 -4 4 -6 6 8 -9 -10 -11 -12 13 -14 14 15 -17 -18 18 20 -21 21 22 28 24 -26 27 -28 -29 29 -31
leaf_value=7.4895230842538958e-08 -1.2232923847221856e-07 2.9900169238317178e-07 -1.7396952670826035e-07 5.2566215155517666e-08 1.8700453040310096e-07 -4.652443865715839e-08 -7.3879517419901541e-08 -2.2400026397560524e-07 1.3345613323017298e-07 -1.3954604080334289e-07 1.3274952566335842e-07 1.1714355285303352e-07 -2.2855887988024062e-07 -1.1921219602584188e-07 1.7189436195249901e-07 9.3742631799515067e-08 -1.5501253323063361e-07 2.5089756860552371e-07 -1.400542040768799e-07 -1.4837189702040139e-07 1.6299996929092232e-07 -8.4659214110160978e-09 9.4118664217101124e-12 -5.1158060418152853e-07 -1.952251709786362e-08 -7.5524919165947866e-09 3.7982142644176792e-07 -1.982148737185567e-07 -8.7448082126684322e-08 3.8601644732239042e-07
leaf_weight=28 20 20 28 30 20 32 31 21 28 27 27 36 23 24 22 39 21 30 26 24 20 25 2243 21 22 139 21 33 20 20
leaf_count=28 20 20 28 30 20 32 31 21 28 27 27 36 23 24 22 39 21 30 26 24 20 25 2243 21 22 139 21 33 20 20
internal_value=0 2.65961e-09 -3.47021e-08 6.00967e-10 1.46092e-09 -1.46017e-08 -2.96975e-08 -5.95915e-08 2.45171e-08 -1.94452e-08 3.55162e-08 1.53814e-10 -6.94315e-08 1.47758e-09 -3.65894e-11 1.01265e-09 -3.33268e-10 8.85136e-10 -5.37785e-10 7.34445e-08 -2.08027e-09 -6.81161e-10 -1.96796e-09 -4.21417e-08 -2.5983e-07 7.96856e-10 1.68796e-07 -4.41331e-08 2.62483e-09 1.49284e-07
internal_weight=0 2899 222 2879 2859 194 166 107 59 86 59 2839 53 2786 2750 2726 2687 2666 2644 54 2590 2564 2544 261 43 218 46 172 2283 40
internal_count=3121 2899 222 2879 2859 194 166 107 59 86 59 2839 53 2786 2750 2726 2687 2666 2644 54 2590 2564 2544 261 43 218 46 172 2283 40
is_linear=0
shrinkage=0.1


Tree=9961
num_leaves=31
num_cat=0
split_feature=472 156 1429 471 47 2 47 2 1 42 0 3 160 131 1428 52 2 393 42 3 1 1 1 1447 160 1 1 480 3 0
split_gain=3.38285e-11 5.91442e-11 2.91093e-11 5.81476e-11 2.62036e-11 2.19969e-10 6.05601e-11 4.92134e-11 5.96776e-11 1.07221e-10 7.15347e-11 7.10126e-11 1.3056e-10 5.60754e-11 4.41422e-11 5.9494e-11 1.17948e-10 4.43403e-11 4.07497e-11 3.86858e-11 5.4527e-11 3.60932e-11 7.33455e-10 2.43088e-10 1.97104e-10 2.19227e-10 1.87825e-10 1.36818e-10 2.11774e-10 9.24816e-11
threshold=-0.38234499999999999 0.14540500000000003 0.12387000000000002 0.10277000000000001 0.092165000000000011 -1.0000000180025095e-35 0.090100000000000013 0.14445500000000003 0.11588000000000001 0.094365000000000018 -0.069824999999999984 0.10299500000000002 0.050340000000000003 0.092705000000000023 -0.020064999999999996 -0.55692499999999978 0.10060500000000001 0.12679500000000002 0.089625000000000024 -0.085114999999999982 0.096325000000000008 0.092235000000000025 0.093100000000000002 0.059120000000000013 -0.52336499999999997 0.094220000000000012 0.096860000000000016 0.096680000000000016 -0.075634999999999994 -0.23051499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 14 8 11 10 -10 12 13 18 -2 16 -16 21 19 -7 -21 23 -23 27 -24 -26 -27 29 -29 -17
right_child=1 -3 -4 -5 5 7 -8 -9 9 -11 -12 -13 -14 -15 15 17 -18 -19 -20 20 -22 22 24 -25 25 26 -28 28 -30 -31
leaf_value=-1.1826411482710835e-07 -1.0583054195329193e-07 1.6429757039304606e-07 -1.1758309353483907e-07 1.5243984910284781e-07 -3.4877045436587654e-07 -9.8355203375487513e-08 1.6777502609825619e-07 -1.4719097968289272e-07 1.1408577610394488e-07 2.7152338038912865e-07 -1.0085496055485996e-07 1.5424850085210552e-07 -2.7264500087912069e-07 -1.5357594277768766e-07 -1.8069204455265032e-08 2.0196035862933097e-07 2.8468523138061839e-07 1.3050748201784211e-07 1.0342019250862855e-07 9.9531866390943608e-08 -1.0033439746762054e-07 -4.8775509564613628e-07 3.0374832032889357e-07 2.9384982514690415e-07 -2.9204621386524055e-07 1.695325865526801e-07 -1.3757727189776573e-08 1.7224786940880332e-08 -3.6862954266325689e-07 4.3119094962261168e-09
leaf_weight=24 38 22 21 25 20 39 22 23 32 21 30 20 22 24 31 24 22 26 36 39 21 32 21 29 26 62 569 33 25 1742
leaf_count=24 38 22 21 25 20 39 22 23 32 21 30 20 22 24 31 24 22 26 36 39 21 32 21 29 26 62 569 33 25 1742
internal_value=0 9.18338e-10 -2.50554e-10 5.56251e-10 -6.97328e-10 -2.74335e-08 2.53833e-09 -6.49952e-09 4.8945e-09 7.623e-08 1.00822e-08 -2.45624e-08 -4.43205e-08 -1.27285e-08 1.18191e-09 2.72107e-09 1.07602e-07 5.7402e-10 1.23111e-08 -2.08195e-08 2.95787e-08 -7.44072e-10 -1.99152e-08 6.60158e-09 2.16576e-09 -7.47386e-09 4.25178e-09 2.03458e-09 -1.49092e-07 6.99796e-09
internal_weight=0 3097 3075 3054 3029 327 2702 307 284 83 62 201 181 159 2680 2642 53 2589 135 99 60 2563 710 1853 678 657 631 1824 58 1766
internal_count=3121 3097 3075 3054 3029 327 2702 307 284 83 62 201 181 159 2680 2642 53 2589 135 99 60 2563 710 1853 678 657 631 1824 58 1766
is_linear=0
shrinkage=0.1


Tree=9962
num_leaves=31
num_cat=0
split_feature=472 1429 1425 52 3 475 475 484 13 475 1374 3 475 0 151 457 1375 2 1428 157 448 0 52 3 12 151 142 0 401 1210
split_gain=2.74002e-11 5.65434e-11 2.69956e-11 3.51472e-11 1.35087e-10 3.29171e-11 3.83516e-10 2.19747e-10 1.23062e-10 1.20443e-10 4.72783e-11 1.70126e-10 3.71732e-11 1.60421e-10 5.51014e-11 5.98274e-11 4.94477e-11 1.41105e-10 5.47123e-11 9.11316e-11 5.20824e-11 7.391e-11 4.98517e-11 1.11556e-10 9.91404e-11 4.93582e-11 6.28016e-11 5.805e-11 3.28449e-10 2.61696e-10
threshold=-0.38234499999999999 -0.23587499999999997 0.10034500000000002 -0.55692499999999978 -0.086274999999999977 -0.086279999999999982 -0.085684999999999997 0.085790000000000019 -0.08459499999999999 -0.08466499999999999 -0.035729999999999991 0.090900000000000009 -0.082549999999999998 -0.084804999999999978 0.22564000000000003 -0.10142499999999997 0.08401500000000002 0.090935000000000016 -0.071779999999999997 0.11933000000000001 0.030280000000000001 -0.26343999999999995 -0.51296999999999993 -0.079594999999999985 0.09202500000000001 0.09759000000000001 -0.057499999999999989 -0.083804999999999977 0.11655000000000001 -0.40154499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 8 -5 -8 11 -11 13 -12 15 -14 18 -18 -17 20 21 -20 23 24 -23 26 -24 28 -28 -29
right_child=1 2 -4 5 -6 6 9 -9 -10 10 12 -13 14 -15 -16 16 17 -19 19 -21 -22 22 25 -25 -26 -27 27 29 -30 -31
leaf_value=-1.0643771789868123e-07 1.5703451141561069e-07 -6.1276521989839244e-08 -1.0180888209058245e-07 2.0453724380331552e-07 2.211042551270026e-07 4.2684613336383516e-07 -1.9201102126726945e-07 -3.3041213171096076e-07 -5.2084758483349989e-08 2.5463558586125149e-07 9.7380725534363862e-08 -1.1413796724727119e-07 -1.3708842895310271e-07 -2.3603192071809352e-07 1.6144317676153585e-07 -1.5869328535700335e-07 2.1760941216876341e-07 -8.4808564845725759e-08 1.7769581293938917e-07 1.9784005906370546e-07 -1.5191156298106248e-07 -3.2984075346575998e-08 1.7465597226262731e-07 8.9933730377951676e-08 -3.4784980016411284e-07 1.2133463326594295e-07 -1.2763369250005359e-08 3.3822334764010977e-07 -4.2178311637997012e-07 4.8813761932729718e-09
leaf_weight=24 23 36 26 25 32 21 33 23 74 29 27 22 32 31 21 22 36 27 23 23 23 20 20 22 20 33 1069 24 20 1260
leaf_count=24 23 36 26 25 32 21 33 23 74 29 27 22 32 31 21 22 36 27 23 23 23 20 20 22 20 33 1069 24 20 1260
internal_value=0 8.24612e-10 -3.44167e-10 5.21346e-10 7.16085e-08 -1.10078e-09 1.07068e-09 -5.19698e-08 1.27188e-08 -2.08099e-09 1.54278e-10 9.55568e-08 -1.61308e-09 -8.08226e-08 9.16173e-11 -1.17554e-09 4.7064e-10 8.80017e-08 -1.66758e-09 -3.16552e-10 -2.11513e-09 -7.43042e-10 -2.3926e-09 -9.09377e-08 -1.90417e-07 -1.29698e-10 -1.80472e-09 -3.29196e-09 -2.02752e-08 1.11121e-08
internal_weight=0 3097 3074 3048 68 2980 2858 122 99 2837 2804 51 2753 58 2695 2674 2642 63 2579 2557 2534 2511 2488 62 40 2426 2393 2373 1089 1284
internal_count=3121 3097 3074 3048 68 2980 2858 122 99 2837 2804 51 2753 58 2695 2674 2642 63 2579 2557 2534 2511 2488 62 40 2426 2393 2373 1089 1284
is_linear=0
shrinkage=0.1


Tree=9963
num_leaves=31
num_cat=0
split_feature=1429 156 402 12 401 132 1185 3 132 15 16 42 133 1210 1208 1209 1210 1209 1209 401 52 1 1210 402 402 130 15 1200 1204 1186
split_gain=2.73882e-11 7.05856e-11 2.62807e-11 2.63881e-10 5.07079e-11 3.01663e-11 1.61584e-10 6.73866e-11 2.4453e-10 5.4014e-11 5.33218e-11 7.19174e-11 3.2452e-11 3.08259e-11 2.88262e-11 1.34978e-10 4.09599e-11 6.00132e-11 6.83664e-11 3.35915e-11 1.7713e-10 2.19349e-10 8.29356e-11 2.84186e-11 1.55579e-10 1.2896e-10 1.05102e-10 4.15989e-11 3.88713e-11 3.21861e-11
threshold=-0.23752499999999996 0.32523500000000005 0.15960500000000002 0.091545000000000015 0.13571500000000003 -0.083174999999999985 -0.083264999999999992 -0.083654999999999993 -0.1075 0.085315000000000016 -0.095094999999999985 -0.058859999999999989 -0.015164999999999998 -0.13847499999999999 0.11846000000000001 0.11240000000000001 -0.089089999999999989 -0.084519999999999984 -0.069599999999999981 -1.0000000180025095e-35 0.10263500000000002 0.094385000000000011 0.0028200000000000005 -0.092414999999999983 -0.064959999999999976 0.084580000000000016 0.084195000000000006 0.089625000000000024 -0.0076699999999999989 -0.091099999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 9 10 12 -9 -12 -2 -8 15 16 -15 -18 -19 20 21 -20 23 25 -25 26 -21 28 -26 -30
right_child=1 -3 3 -5 -6 6 13 8 -10 -11 11 -13 -14 14 -16 -17 17 18 19 22 -22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=-1.1118364385124964e-07 -5.7499911321201584e-08 1.8804408171035904e-07 1.800039268573528e-07 -3.2753687968406237e-07 1.4856334600395989e-07 2.7863511022696048e-07 1.1304101450448912e-07 -1.3829318170621719e-07 -3.9857577319036778e-07 1.5931994203103015e-07 1.7730034707467852e-07 -4.8819229903074307e-08 7.6596582423768757e-08 1.2280768365363421e-07 1.1322608893299896e-07 -2.5425082033810517e-07 -1.2922317580432718e-07 1.6877657387226465e-07 2.277733209628726e-07 2.0330579172336695e-07 -2.3908562955826335e-07 -1.9976728715676018e-07 1.7561426975337074e-07 2.2031023112489835e-07 1.3838363642548755e-07 -2.4100665550773871e-07 -9.4981038921981031e-08 -1.4526598096864521e-07 -1.2793719960768613e-07 -5.3973376712518538e-10
leaf_weight=22 59 20 20 21 23 21 24 26 21 22 22 39 26 27 22 21 36 24 30 21 34 20 27 32 20 26 27 20 20 2348
leaf_count=22 59 20 20 21 23 21 24 26 21 22 22 39 26 27 22 21 36 24 30 21 34 20 27 32 20 26 27 20 20 2348
internal_value=0 7.87548e-10 -4.28799e-10 -7.9956e-08 6.44478e-10 -4.83924e-10 2.28785e-09 -3.65814e-08 -9.23061e-08 1.96641e-08 -1.83789e-08 3.27321e-08 -1.64822e-08 1.9958e-10 -7.83431e-10 -1.70118e-09 2.54403e-10 -9.77976e-10 7.6488e-10 -7.71227e-10 -6.29888e-08 5.67571e-08 1.28555e-09 -5.86714e-10 1.26485e-09 -6.16384e-08 3.55194e-08 -1.64605e-09 -4.43202e-10 -1.61573e-09
internal_weight=0 3099 3079 41 3038 3015 2800 215 108 107 87 61 85 2779 2755 2733 2712 2685 2649 2625 84 50 2541 2514 2440 74 48 2408 2388 2368
internal_count=3121 3099 3079 41 3038 3015 2800 215 108 107 87 61 85 2779 2755 2733 2712 2685 2649 2625 84 50 2541 2514 2440 74 48 2408 2388 2368
is_linear=0
shrinkage=0.1


Tree=9964
num_leaves=31
num_cat=0
split_feature=472 1429 132 1203 1185 50 1429 400 1186 52 16 129 1184 156 49 51 2 2 1428 2 2 2 51 43 12 3 2 51 475 2
split_gain=2.93791e-11 5.20036e-11 2.76567e-11 7.58447e-10 4.14561e-10 1.4133e-10 2.78118e-11 2.64881e-11 2.59525e-11 6.09762e-11 7.30068e-11 4.9043e-11 7.65843e-11 3.49927e-11 7.10206e-11 7.30637e-11 9.37854e-11 5.00714e-11 4.27985e-11 4.91743e-11 1.55203e-10 9.36554e-11 8.25604e-11 1.79814e-10 1.87155e-10 2.36091e-10 1.43965e-10 1.34462e-10 1.9529e-10 1.37707e-10
threshold=-0.38234499999999999 -0.23587499999999997 -0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.093975000000000017 -0.094049999999999981 -0.40134499999999995 0.084720000000000004 0.08568000000000002 -0.052894999999999991 -0.077709999999999987 0.084515000000000021 0.10541000000000002 0.096415000000000015 -0.066639999999999991 0.11870500000000002 0.10136500000000002 -0.020064999999999996 0.121465 0.12437500000000001 0.11928500000000002 -0.14283999999999999 -0.00088499999999999983 0.089625000000000024 -0.078244999999999995 0.096540000000000015 -0.095579999999999984 -0.089569999999999997 0.11682500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 -6 -8 11 10 -10 -9 13 18 15 16 17 -15 -13 21 -21 22 23 24 -20 -26 -25 28 -24 -29
right_child=1 2 4 -5 6 -7 7 8 9 -11 -12 12 -14 14 -16 -17 -18 -19 19 20 -22 -23 27 26 25 -27 -28 29 -30 -31
leaf_value=-1.1020848583361461e-07 1.5066738491807132e-07 -4.7852994322382419e-10 -4.3529406332383626e-07 5.7711822848368091e-07 -1.0903666866792976e-07 -2.7519585804232823e-07 1.1326535703422754e-07 -1.4963394725307147e-07 -1.3647362716743113e-07 2.0824304158395535e-07 1.2419861115311257e-07 -1.3656587588191845e-07 1.9523707862845187e-07 1.5758157222275521e-07 -1.1114172376768362e-07 -5.6455538445841461e-08 3.1712306100048626e-07 -3.9257846751183934e-08 -1.6357930554815494e-07 -3.0355959165176284e-07 -2.0729551415018599e-08 2.1789809110828175e-07 4.5592337146031657e-08 7.4441721038639399e-08 3.8366215476127675e-07 -3.4134127515160704e-08 4.4128778338148327e-07 2.7698335181893886e-09 -3.6292249026814718e-07 -1.9729668801054297e-07
leaf_weight=24 23 173 22 23 23 21 21 22 21 20 22 24 20 28 22 26 21 24 41 21 255 20 22 23 21 38 20 2020 25 35
leaf_count=24 23 173 22 23 23 21 21 22 21 20 22 24 20 28 22 26 21 24 41 21 255 20 22 23 21 38 20 2020 25 35
internal_value=0 8.59684e-10 -2.61193e-10 3.41559e-08 -2.8753e-09 -3.0216e-08 4.80332e-10 1.3761e-09 5.34221e-10 6.39886e-08 -3.10644e-09 -9.31185e-10 2.77781e-10 -1.17389e-09 5.13778e-08 8.74933e-08 1.38763e-07 6.67326e-08 -3.65294e-09 -2.39756e-09 -4.22492e-08 2.45854e-09 5.39252e-10 7.40627e-08 5.30569e-10 1.14573e-07 2.45068e-07 -4.46258e-09 -1.71703e-07 -6.37625e-10
internal_weight=0 3097 3074 217 2857 194 2835 2812 2791 63 43 2728 2706 2686 121 99 73 52 2565 2541 276 2265 2245 143 100 59 43 2102 47 2055
internal_count=3121 3097 3074 217 2857 194 2835 2812 2791 63 43 2728 2706 2686 121 99 73 52 2565 2541 276 2265 2245 143 100 59 43 2102 47 2055
is_linear=0
shrinkage=0.1


Tree=9965
num_leaves=31
num_cat=0
split_feature=1429 1426 1426 1428 13 4 484 16 52 0 0 0 2 12 159 43 0 475 1212 401 1212 1366 1185 42 50 2 0 0 48 1
split_gain=2.87692e-11 6.90767e-11 4.45402e-11 4.10362e-11 2.54522e-11 1.71055e-10 9.46905e-11 1.74575e-10 1.49117e-10 1.13963e-10 8.11718e-11 1.76838e-10 1.52726e-10 8.25063e-11 6.63353e-11 6.71842e-11 5.43771e-11 1.74518e-10 4.51712e-11 5.23037e-11 4.64674e-11 4.02228e-11 3.91989e-11 4.80395e-11 1.08636e-10 1.20539e-10 2.2917e-10 9.52564e-11 8.29662e-11 1.35538e-10
threshold=-0.23752499999999996 -0.089244999999999977 -0.061919999999999996 0.092095000000000024 0.10002500000000002 -0.35136499999999998 0.090535000000000018 -0.11118499999999999 0.092965000000000006 -0.09515499999999999 0.10455500000000001 0.12411500000000002 0.10912000000000001 0.091200000000000017 0.092820000000000014 -0.25681499999999996 0.047850000000000011 -0.024084999999999999 -0.52517999999999987 0.13571500000000003 0.13795000000000002 -0.087024999999999977 0.093750000000000014 -0.084624999999999992 0.090630000000000016 0.11510000000000002 -0.070499999999999993 -0.078904999999999989 0.081805000000000017 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 10 -6 7 9 14 -7 16 -12 13 -13 15 -9 18 -18 -4 20 21 -20 23 24 25 26 27 28 29 -23
right_child=1 2 3 -5 5 6 -8 8 -10 -11 11 12 -14 -15 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.1394622777448727e-07 1.7737936107406231e-07 -1.2599791422271015e-07 1.4790866735836518e-07 1.2829637239519799e-07 3.1053953037485371e-07 3.325526824937697e-08 -1.7805637165935198e-07 7.9663153762510321e-09 -2.2471842184993801e-07 3.2955526281570942e-07 -2.9924301163587503e-07 -5.1479623604579723e-08 -2.4357747301045107e-07 1.8318052160144627e-07 -1.2840994199810513e-07 1.8563171876892204e-07 -1.2376027569225492e-07 2.3566832587513483e-07 1.3155099752153049e-07 -1.4989467850649402e-07 1.2010875400208888e-07 9.7265435120753299e-09 -1.4030667932458876e-07 -8.3969704815326034e-09 2.5900771333908778e-07 2.5509434337323e-07 -3.2510635477933647e-07 1.7717132320250864e-07 1.589649946695239e-07 -2.4471159072447789e-07
leaf_weight=22 22 28 20 25 20 25 25 80 30 27 29 29 21 31 24 29 22 35 22 24 31 164 21 2166 20 20 20 36 29 24
leaf_count=22 22 28 20 25 20 25 25 80 30 27 29 29 21 31 24 29 22 35 22 24 31 164 21 2166 20 20 20 36 29 24
internal_value=0 8.13178e-10 -4.49239e-10 7.03717e-10 -3.51116e-10 2.95615e-08 6.14666e-09 2.75656e-08 -2.33299e-08 1.87103e-07 -3.16489e-09 -8.73408e-08 -1.14746e-08 6.97615e-08 2.20961e-08 5.52351e-08 3.23935e-10 9.69415e-08 -1.79667e-09 -2.95852e-09 -1.57722e-09 -3.07296e-09 -4.25765e-09 -3.10516e-09 3.35148e-08 1.81228e-08 7.62272e-10 2.65226e-08 1.53023e-09 -2.27549e-08
internal_weight=0 3099 3077 3049 3024 260 240 215 163 52 2764 110 81 60 133 109 2654 57 2597 2577 2553 2522 2500 2479 313 293 273 253 217 188
internal_count=3121 3099 3077 3049 3024 260 240 215 163 52 2764 110 81 60 133 109 2654 57 2597 2577 2553 2522 2500 2479 313 293 273 253 217 188
is_linear=0
shrinkage=0.1


Tree=9966
num_leaves=31
num_cat=0
split_feature=472 156 156 1208 1208 1210 1210 403 3 4 1209 2 401 52 401 1210 399 400 1203 132 1186 390 133 1212 1213 0 0 0 1 1
split_gain=2.84204e-11 5.3316e-11 2.85013e-11 2.48205e-11 5.84747e-11 6.48645e-11 8.66896e-11 2.48106e-11 3.86531e-10 2.96384e-10 6.10995e-11 2.18738e-10 4.18088e-11 1.52922e-10 1.1944e-10 5.90388e-11 2.79327e-11 1.06355e-10 4.40896e-11 9.85121e-10 3.99023e-11 3.95633e-11 5.70976e-11 3.2077e-11 5.30917e-11 4.23769e-11 3.09037e-10 2.11938e-10 1.03009e-10 1.07531e-09
threshold=-0.38234499999999999 0.14540500000000003 0.12734000000000004 0.12461500000000002 0.10837500000000001 -0.3960249999999999 -0.13847499999999999 -0.52800499999999995 -0.086274999999999977 -0.081114999999999979 -0.067109999999999989 0.084715000000000013 -1.0000000180025095e-35 0.10263500000000002 -0.46360499999999999 0.014175000000000002 0.093190000000000009 0.10782000000000001 0.089005000000000015 -0.083284999999999984 -0.11456499999999999 0.087590000000000015 -0.088669999999999985 -0.41956999999999994 -0.41627499999999995 -0.082394999999999982 -0.082084999999999977 -0.082724999999999979 0.09253500000000002 0.093700000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 -8 -10 11 -9 13 14 -12 16 18 -18 20 -20 -14 23 -23 -22 -25 27 -27 28 -26 -30
right_child=1 -3 -4 -5 -6 6 7 10 9 -11 12 -13 15 -15 -16 -17 17 -19 19 -21 21 22 -24 24 25 26 -28 -29 29 -31
leaf_value=-1.0840037235245366e-07 -1.393814295926349e-07 1.5596112554951769e-07 -1.1636980845185549e-07 -1.105068526641162e-07 1.6010383650728213e-07 1.8702396459957529e-07 3.1421557803668067e-07 -8.7111565706875044e-08 -4.6018333155946796e-07 2.2792275181607829e-08 -1.0589457669031897e-07 3.1569221594469794e-07 1.3469413308345422e-07 -2.2993729260178952e-07 2.0346755498223958e-07 1.6113242496806421e-07 1.881340750742311e-07 -6.3877606536242171e-08 4.2781578303141077e-07 -4.0558830950833515e-07 -1.0498104430212152e-07 2.1267000330941041e-07 -1.5396609791937606e-08 1.2133848112430962e-07 -2.7003331067872303e-08 3.5962330878192006e-07 3.9008327547608927e-09 -2.9173005057924899e-07 6.5542526521347524e-07 -9.0389767756086225e-09
leaf_weight=24 33 22 21 20 23 25 20 28 24 27 26 26 22 35 24 23 34 33 23 37 30 21 23 35 942 25 1057 27 26 385
leaf_count=24 33 22 21 20 23 25 20 28 24 27 26 26 22 35 24 23 34 33 23 37 30 21 23 35 942 25 1057 27 26 385
internal_value=0 8.4056e-10 -2.69246e-10 5.29088e-10 1.26103e-09 4.76864e-11 1.59274e-09 2.28824e-11 -5.8376e-08 -2.0449e-07 1.46158e-09 1.06831e-07 -5.50426e-10 -6.96217e-08 4.25992e-08 1.58995e-09 2.40879e-10 6.40089e-08 -1.36955e-09 -8.61167e-08 5.91438e-10 -5.56076e-10 9.34534e-08 -2.19296e-09 -9.58025e-10 -2.6966e-09 1.21199e-08 -1.43136e-08 -8.7776e-09 3.29953e-08
internal_weight=0 3097 3075 3054 3034 3011 2978 2953 71 51 2882 54 2828 85 50 2743 2720 67 2653 60 2593 2571 44 2527 2497 2462 1082 1380 1353 411
internal_count=3121 3097 3075 3054 3034 3011 2978 2953 71 51 2882 54 2828 85 50 2743 2720 67 2653 60 2593 2571 44 2527 2497 2462 1082 1380 1353 411
is_linear=0
shrinkage=0.1


Tree=9967
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1213 1211 1211 399 4 402 1212 42 42 1212 12 403 15 130 43 42 402 403 1209 1209 3 401 1212 133 1210 3 2
split_gain=3.16635e-11 1.70215e-10 1.26709e-10 2.94345e-11 2.96486e-11 5.43299e-11 2.90729e-11 7.44417e-11 5.87554e-11 4.75228e-11 1.659e-10 3.16173e-10 1.04002e-10 2.27312e-10 1.24556e-10 9.11856e-11 1.37772e-10 1.27138e-10 7.66329e-11 4.1984e-11 6.58076e-11 1.38645e-10 4.44925e-11 2.23665e-10 1.11627e-10 4.31294e-11 2.176e-10 1.8543e-10 4.76968e-11 4.89506e-11
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.51049000000000011 0.11671000000000002 0.10809000000000001 -0.065739999999999979 -0.073934999999999987 -0.45015499999999992 0.087615000000000012 0.089015000000000025 0.08623500000000002 0.040035000000000008 0.083985000000000018 -0.085994999999999988 0.089595000000000022 -0.008624999999999999 -0.04890499999999999 0.091295000000000015 0.15960500000000002 -0.55276999999999987 -0.092099999999999987 -0.065739999999999979 -0.081644999999999981 -1.0000000180025095e-35 -0.088629999999999987 -0.047229999999999987 -0.0087899999999999975 -0.081459999999999991 0.08542000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -3 -8 12 11 15 19 -14 -15 16 -11 -18 -12 20 -10 -22 23 -23 -24 26 28 -27 -26 -30
right_child=1 3 -4 -5 -6 -7 8 -9 9 10 18 -13 13 14 -16 -17 17 -19 -20 -21 21 22 24 -25 25 27 -28 -29 29 -31
leaf_value=-7.6867594351515255e-09 2.8646520503018891e-07 -3.2974711514397212e-08 -2.3524907360540837e-07 1.0664565105199786e-07 -8.6830716893560885e-08 1.5402625700868038e-07 -1.3636017346385642e-07 2.1806201163918731e-07 -1.7497575827616986e-07 -1.9562638392756073e-07 2.5347096517353271e-07 -4.135662753360184e-07 3.4477122596854319e-07 -1.8848193115352596e-07 1.4093367018593501e-07 -2.0423878959780436e-07 -4.5431775374228127e-08 2.6438654390719622e-07 -1.3596420086773006e-08 -1.1582903192858441e-07 2.5270762206859717e-07 1.2731492470644905e-07 2.2172910488927262e-07 -2.9602710770203745e-07 -1.2838864100217507e-07 -2.5358486103915974e-07 3.4988523377624655e-07 9.373774764503929e-10 1.5929510283285711e-07 -5.6865967223984629e-08
leaf_weight=194 21 27 28 26 39 23 32 21 21 20 21 27 28 22 24 22 26 27 22 31 22 24 23 26 25 29 21 2207 20 22
leaf_count=194 21 27 28 26 39 23 32 21 21 20 21 27 28 22 24 22 26 27 22 31 22 24 23 26 25 29 21 2207 20 22
internal_value=0 2.7972e-09 -3.63883e-08 7.27351e-10 -2.38243e-10 9.62292e-10 -2.99526e-10 7.68539e-08 -1.65013e-09 -5.94596e-11 -5.20672e-08 -1.11597e-07 3.31236e-09 1.20127e-07 -1.66129e-08 -2.57744e-08 2.80094e-08 1.124e-07 1.16832e-07 -1.85935e-10 1.2833e-09 2.81345e-09 5.19891e-10 -9.28229e-08 2.50845e-09 3.38879e-10 6.90082e-08 -2.36367e-09 -1.90278e-08 4.60679e-08
internal_weight=0 2899 222 2878 2852 2813 2790 48 2742 2710 165 122 2545 74 46 95 73 53 43 2471 2440 2419 2397 50 2347 2324 88 2236 67 42
internal_count=3121 2899 222 2878 2852 2813 2790 48 2742 2710 165 122 2545 74 46 95 73 53 43 2471 2440 2419 2397 50 2347 2324 88 2236 67 42
is_linear=0
shrinkage=0.1


Tree=9968
num_leaves=31
num_cat=0
split_feature=401 401 402 1210 401 15 15 15 15 43 15 52 131 15 1447 160 13 16 1213 160 1208 15 15 12 0 14 147 393 1453 1447
split_gain=3.22512e-11 5.41533e-11 5.33614e-11 6.38383e-11 3.23473e-11 4.52727e-11 2.08935e-10 1.23638e-10 1.91015e-10 1.4769e-10 1.32754e-10 2.36902e-10 1.05134e-10 5.5897e-10 3.56409e-10 9.89468e-11 1.18675e-10 1.72934e-10 1.49053e-10 1.59405e-10 7.77552e-11 1.02236e-10 7.50741e-11 8.42073e-10 4.22984e-10 6.25323e-11 8.36096e-11 6.26077e-11 5.63415e-11 4.54653e-11
threshold=-0.47313999999999995 -0.46360499999999999 -0.45454999999999995 0.26755500000000004 -0.099524999999999988 0.094425000000000023 0.095575000000000007 0.092400000000000024 0.091650000000000023 -0.013199999999999998 0.090750000000000011 0.016565000000000003 0.09055500000000001 0.11773500000000002 1.0000000180025095e-35 -0.53327999999999987 -0.083364999999999981 -0.08595499999999999 -0.063509999999999997 -0.11922499999999998 0.086590000000000014 0.090325000000000003 0.088990000000000014 0.088245000000000004 -0.082484999999999989 0.085220000000000004 0.10361000000000002 0.11146500000000002 -0.092059999999999989 -0.086424999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 -7 8 10 -9 20 -12 14 -14 15 -8 17 -17 -18 -20 21 22 25 -24 -25 26 27 28 -6 -30
right_child=1 2 3 -5 5 6 12 9 -10 -11 11 -13 13 -15 -16 16 18 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=1.2657343354760544e-07 -1.5369544638341053e-07 1.2679863953156779e-07 -9.4098454539448542e-08 -1.7912203134073935e-07 -1.6092736064944224e-07 3.0787142700516002e-07 -1.8042590590119711e-07 -8.7263250984156361e-10 2.4648552696252441e-07 -3.5291780158466039e-07 -3.9852669764830191e-07 5.5347423154750641e-08 1.8663937009932851e-07 -5.2263728559154295e-07 4.4280556146247821e-07 1.1202113493818221e-07 3.2334854886073574e-07 -2.4301626459663006e-07 2.9627602234683085e-07 -6.523877741451919e-09 1.3993776614521873e-07 -2.2754723318030302e-07 -3.7491852741991153e-07 7.0963365587317636e-07 5.9261391633924638e-08 1.5086884559423199e-07 -1.9910311137168307e-07 -1.7114707453267577e-07 7.9814205532636107e-08 -2.6035898001353777e-09
leaf_weight=20 23 33 36 20 22 26 26 26 31 22 23 23 25 20 20 23 20 34 20 133 39 20 23 20 20 26 22 22 69 2234
leaf_count=20 23 33 36 20 22 26 26 26 31 22 23 23 25 20 20 23 20 34 20 133 39 20 23 20 20 26 22 22 69 2234
internal_value=0 -8.22008e-10 3.20321e-10 -1.05038e-09 1.26953e-10 1.26182e-09 3.5221e-08 -3.19837e-09 -2.55676e-10 -1.62227e-07 -3.24006e-09 -1.7159e-07 1.31371e-08 -1.28595e-07 3.62456e-08 4.48311e-09 2.53859e-08 -9.97556e-08 6.66174e-08 3.30578e-08 -1.6335e-10 -2.36833e-09 -5.36119e-10 1.07219e-07 3.84448e-07 -3.37059e-09 -5.06338e-09 -3.24452e-09 -1.65576e-09 -1.34277e-10
internal_weight=0 3101 3078 3045 3025 2989 347 2642 2594 48 2563 46 321 45 276 256 230 57 173 153 2517 2478 2458 63 40 2395 2369 2347 2325 2303
internal_count=3121 3101 3078 3045 3025 2989 347 2642 2594 48 2563 46 321 45 276 256 230 57 173 153 2517 2478 2458 63 40 2395 2369 2347 2325 2303
is_linear=0
shrinkage=0.1


Tree=9969
num_leaves=31
num_cat=0
split_feature=1211 132 50 1211 133 1203 132 402 401 402 0 43 13 1 402 402 402 402 1212 1213 43 13 1212 52 403 1210 1213 394 1176 1183
split_gain=2.61392e-11 2.41038e-11 7.15118e-10 4.71015e-10 7.57029e-10 1.66679e-10 8.80193e-11 3.1657e-11 1.37511e-10 4.04171e-11 2.08688e-10 2.84129e-10 1.6543e-10 1.01245e-10 8.10614e-11 1.16963e-10 6.62691e-11 5.74176e-11 4.03409e-11 4.69243e-10 5.54855e-10 6.25092e-10 1.21259e-10 1.20235e-10 6.12276e-11 7.84796e-11 4.54066e-11 6.77226e-11 7.0706e-11 5.05334e-11
threshold=0.12463 -0.083284999999999984 0.10022000000000002 0.11048500000000001 -0.020859999999999997 0.089480000000000018 -0.044384999999999994 -0.44724499999999995 -1.0000000180025095e-35 -0.094124999999999986 -0.086284999999999987 -0.0024749999999999993 -0.048784999999999995 0.08592000000000001 -0.088494999999999976 -0.064959999999999976 -0.025879999999999997 -0.014954999999999998 -0.064959999999999976 -0.083944999999999978 -0.0047449999999999992 -0.091559999999999989 -0.009474999999999999 0.086450000000000013 -0.54856499999999986 -0.26954499999999992 0.12955000000000003 -0.11103499999999998 1.0000000180025095e-35 -0.073809999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -5 -1 -3 8 -8 10 -9 12 -12 -14 -11 -16 -17 -18 19 20 23 -22 -20 -19 -24 -26 27 -27 29 -29
right_child=-2 3 -4 4 -6 -7 7 9 -10 14 11 -13 13 -15 15 16 17 18 22 -21 21 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=2.9611077574950137e-09 9.1362886449118262e-08 1.8149578005109022e-07 5.8592392584327651e-07 -7.634063571177172e-07 5.1026727874159409e-08 -3.0151146773960141e-07 -2.5215656315561809e-07 -2.0894266429631139e-07 7.6820811572091505e-08 -1.8035559241980081e-07 -1.5135366389300075e-07 4.2824984283786603e-07 2.6830314244615952e-07 -2.2164082311281252e-08 2.0385585775630135e-07 -1.4464611610698342e-07 1.6893282904106856e-07 -3.8167592563809194e-07 2.4085099520713508e-07 -3.9181356511665314e-07 -4.5061853152598517e-08 7.0201096139585615e-07 -1.3576800582906359e-07 -3.4927361838299473e-08 1.9864334078079084e-07 1.5285582379000327e-07 -1.5032385135782534e-07 1.1845410455969664e-07 -1.6817787158629473e-07 -9.8295154264378736e-10
leaf_weight=178 31 27 21 21 25 20 24 24 27 25 31 23 28 21 28 32 20 20 21 31 24 21 33 20 20 29 20 36 25 2215
leaf_count=178 31 27 21 21 25 20 24 24 27 25 31 23 28 21 28 32 20 20 21 31 24 21 33 20 20 29 20 36 25 2215
internal_value=0 -9.2256e-10 3.10559e-08 -3.36188e-09 -3.2078e-07 -2.77937e-08 1.80669e-09 7.27372e-11 -7.79921e-08 1.52207e-09 5.66158e-08 1.18493e-07 2.94385e-08 1.43817e-07 -1.14851e-09 5.77959e-10 -1.63933e-09 1.65884e-10 -1.1762e-09 -5.87719e-08 6.26904e-08 3.03572e-07 1.60875e-09 -2.08302e-07 -5.03983e-10 1.39952e-09 -2.97202e-10 1.00455e-09 -9.30289e-10 9.27192e-10
internal_weight=0 3090 219 2871 46 198 2825 2798 51 2747 127 103 80 49 2620 2595 2567 2535 2515 116 85 45 2399 40 2378 2345 2325 2305 2276 2251
internal_count=3121 3090 219 2871 46 198 2825 2798 51 2747 127 103 80 49 2620 2595 2567 2535 2515 116 85 45 2399 40 2378 2345 2325 2305 2276 2251
is_linear=0
shrinkage=0.1


Tree=9970
num_leaves=31
num_cat=0
split_feature=1213 43 43 1210 50 50 2 2 403 42 132 399 1211 12 1211 43 43 130 0 4 3 403 401 1212 43 402 1212 2 402 402
split_gain=4.93913e-11 3.47537e-11 1.5194e-10 1.2052e-10 8.14318e-11 1.38033e-10 8.94974e-11 1.94832e-10 7.89764e-11 1.70775e-10 6.20376e-11 8.368e-10 4.08603e-10 1.18857e-10 9.72963e-11 5.04059e-11 7.64501e-11 6.9608e-11 1.04994e-10 4.61536e-11 4.14926e-11 3.94428e-11 7.19409e-11 5.42316e-11 7.62302e-10 6.50251e-10 7.87428e-11 4.63051e-10 4.6185e-11 8.44525e-11
threshold=0.51049000000000011 0.060960000000000007 0.055925000000000009 0.258635 0.09227500000000001 0.11564500000000001 0.090425000000000019 0.092635000000000009 -0.014954999999999998 -0.049004999999999993 -0.083284999999999984 0.09141500000000001 0.11048500000000001 0.088845000000000021 0.085535000000000014 0.093175000000000022 0.12450000000000001 0.09364500000000002 -0.073309999999999986 0.10637500000000001 -0.020429999999999997 0.62200000000000011 0.13607500000000003 -0.089544999999999986 -0.0047449999999999992 0.23460000000000003 -0.063924999999999996 0.084715000000000013 0.11522000000000002 0.10999000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 6 -6 8 -8 -3 -10 11 13 14 -1 21 -9 -17 20 -19 -11 -18 22 23 24 -12 26 27 -25 29 -28
right_child=-2 4 -4 -5 5 -7 7 15 9 19 12 -13 -14 -15 -16 16 17 18 -20 -21 -22 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=7.7471825951410998e-09 1.3724889395934252e-07 -1.1692955016684438e-07 2.2654810614142209e-07 -2.4431615440079215e-07 -2.639594119576335e-07 1.1083566247376636e-08 -3.0339130127834744e-07 1.4044906082588682e-07 2.9848698270977065e-07 -5.8540126847452864e-08 -2.6542435572688802e-07 6.6162360063515284e-07 -3.5622961047643287e-07 -2.6700790513700666e-07 1.6658279991964441e-07 -1.7688683343461013e-07 1.8499719671312548e-07 -2.4330883796608305e-07 6.9295314612342432e-08 1.1771232214149071e-07 1.6799600595489169e-08 -1.1494080991206862e-07 1.9125425783528275e-07 4.8510273643387346e-07 4.4168586485177973e-07 -5.555609196302872e-07 1.2228536354121439e-09 -1.8722637865461626e-07 1.2859149935349837e-07 -2.0023937430496951e-07
leaf_weight=74 26 20 30 20 36 37 26 20 30 39 30 20 32 20 36 28 22 22 21 24 44 29 20 20 31 21 2273 21 28 21
leaf_count=74 26 20 30 20 36 37 26 20 30 39 30 20 32 20 36 28 22 22 21 24 44 29 20 20 31 21 2273 21 28 21
internal_value=0 -1.15722e-09 2.74149e-09 2.51058e-10 -2.99591e-08 -1.24554e-07 -6.62989e-09 -4.98388e-08 6.33456e-08 1.02114e-07 2.07891e-09 7.42597e-08 -1.13288e-09 -5.07113e-08 3.35847e-09 -7.84919e-09 -2.94986e-08 8.36264e-09 -9.06417e-08 8.60366e-09 7.28655e-08 1.00238e-09 2.36642e-09 8.21323e-10 9.39267e-08 -1.56099e-09 3.36241e-09 1.40739e-07 9.36728e-10 -6.21395e-10
internal_weight=0 3095 2726 2696 369 73 296 183 113 93 2676 114 2562 94 2530 157 137 109 43 63 66 2494 2465 2445 61 2384 2363 41 2322 2294
internal_count=3121 3095 2726 2696 369 73 296 183 113 93 2676 114 2562 94 2530 157 137 109 43 63 66 2494 2465 2445 61 2384 2363 41 2322 2294
is_linear=0
shrinkage=0.1


Tree=9971
num_leaves=31
num_cat=0
split_feature=1213 1212 401 1212 401 401 132 1185 1203 1209 1208 1210 1212 1211 1212 1210 52 128 4 1185 129 3 159 3 129 132 132 52 0 52
split_gain=4.08574e-11 3.12361e-11 4.13537e-11 3.90434e-11 6.13494e-11 3.86855e-11 3.86648e-11 1.31924e-10 7.51719e-11 3.54339e-11 6.69321e-11 7.35482e-11 4.86515e-11 1.14515e-10 3.35722e-11 1.71175e-10 1.52335e-10 3.48824e-11 1.35454e-10 9.7545e-11 3.61934e-11 1.21674e-10 2.68849e-10 1.76283e-10 1.06454e-10 6.4027e-11 6.40967e-11 2.11588e-10 1.78106e-10 6.00463e-11
threshold=0.51370000000000016 -0.53159999999999996 0.13729500000000003 0.15049500000000002 0.11769000000000002 0.11336 -0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.11386000000000002 0.092250000000000013 -0.094799999999999982 0.11796000000000001 0.10904000000000001 -0.092474999999999988 -0.085329999999999975 0.086275000000000004 0.10773500000000001 -0.079329999999999984 0.092170000000000016 0.085395000000000013 -0.094874999999999987 0.082105000000000025 -0.091354999999999978 0.080675000000000011 0.10859000000000001 0.082150000000000015 0.024145000000000003 -0.081894999999999982 0.088005000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -8 -3 10 11 -9 13 14 16 -16 -13 19 -19 20 24 22 -22 -23 25 26 -17 -28 -29 -25
right_child=-2 2 -4 -5 -6 -7 7 9 -10 -11 -12 12 -14 -15 15 17 -18 18 -20 -21 21 23 -24 29 -26 -27 27 28 -30 -31
leaf_value=-1.2549382567783597e-07 1.4246385937610739e-07 -1.9753810109938681e-08 1.3347106157306885e-07 -1.3700513363801294e-07 1.2608209652928271e-07 -1.4039540005228446e-07 2.5199865579647199e-07 1.5403082719264985e-07 -2.0122599857166698e-07 9.7599234774517425e-08 -1.3637179817986105e-07 2.5348190604290724e-07 -1.2155971604394808e-07 2.332031374949327e-07 -2.8716389899213508e-07 -2.9073537741235241e-10 -9.923147192836268e-08 2.8428537476088421e-07 -4.9513764661095339e-08 -2.2211297547869436e-07 3.6470776861345185e-07 -2.812748607539106e-07 -1.0862143696499515e-07 -6.5887652621581653e-09 -2.3349447459963814e-07 9.5276013944316448e-08 1.2697260964986164e-08 -4.6365515434640006e-07 -5.1799733298485945e-08 1.5432760470230966e-07
leaf_weight=20 20 187 23 21 38 20 21 31 26 37 36 25 33 21 21 2044 24 20 31 20 30 20 20 78 20 66 93 21 21 33
leaf_count=20 20 187 23 21 38 20 21 31 26 37 36 25 33 21 21 2044 24 20 31 20 30 20 20 78 20 66 93 21 21 33
internal_value=0 -9.25232e-10 -1.16607e-10 -1.12135e-09 -1.81756e-10 -1.78163e-09 -8.51026e-10 2.31042e-09 -4.19053e-08 4.00241e-10 -9.2781e-10 8.97034e-10 -9.00447e-10 6.26299e-10 -1.26165e-09 -2.84451e-09 8.07243e-08 -4.72359e-10 8.13879e-08 -2.16533e-09 -3.66905e-10 4.26641e-08 1.75376e-07 -7.98939e-09 -3.80558e-09 -1.75936e-09 -4.69847e-09 -7.14349e-08 -2.57727e-07 4.12512e-08
internal_weight=0 3101 3081 3058 3037 2999 2979 2766 213 2745 2708 2672 2641 2608 2587 2538 49 2517 51 2466 2446 181 50 131 2265 2245 2179 135 42 111
internal_count=3121 3101 3081 3058 3037 2999 2979 2766 213 2745 2708 2672 2641 2608 2587 2538 49 2517 51 2466 2446 181 50 131 2265 2245 2179 135 42 111
is_linear=0
shrinkage=0.1


Tree=9972
num_leaves=31
num_cat=0
split_feature=1211 1213 403 1185 1213 1213 4 1212 1210 2 4 402 1212 13 401 133 12 1186 130 0 52 1210 13 1210 1209 1177 394 43 1213 12
split_gain=3.74392e-11 8.79357e-11 3.96699e-11 3.46911e-11 2.82454e-11 1.759e-10 8.04975e-10 3.38528e-10 1.686e-10 1.31956e-10 2.65545e-10 2.59447e-10 6.62431e-11 6.20659e-11 5.90899e-11 5.12201e-11 4.36043e-11 4.3328e-11 9.62973e-11 7.42342e-11 9.28924e-11 4.34209e-11 6.61481e-11 4.34229e-11 4.54326e-11 4.35988e-11 1.02787e-10 4.13791e-11 3.81692e-11 1.73909e-10
threshold=0.11301500000000002 0.0036000000000000003 -0.037174999999999993 -0.10973499999999999 -0.088064999999999991 -0.085284999999999986 -0.083854999999999985 -0.089079999999999979 -0.097479999999999983 0.084715000000000013 -0.081224999999999978 -0.0060099999999999989 -0.063924999999999996 -0.064619999999999983 -1.0000000180025095e-35 -0.13941499999999998 0.089505000000000015 -0.010834999999999999 -0.0045849999999999997 -0.083804999999999977 0.08709500000000002 0.0028200000000000005 -0.051094999999999995 -0.13847499999999999 0.10521000000000001 -0.079504999999999978 -0.14580499999999996 -0.0087399999999999995 -0.077179999999999985 0.089300000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 8 6 -6 -7 -5 11 -11 -10 13 -9 -14 -12 -17 18 19 20 -16 23 -23 -19 25 -25 -27 -13 29 -28
right_child=1 2 -4 4 5 7 -8 12 9 10 15 27 14 -15 17 16 -18 21 -20 -21 -22 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=-1.3289858515008747e-07 2.2243091791551705e-07 -1.1637745075177008e-07 7.8216333159792323e-08 -2.9817937171504709e-07 -2.0092708612280506e-07 -3.5364076577732505e-07 6.6652691998569936e-07 2.5317405619063041e-07 -4.1522941515381715e-07 3.0737120055857052e-07 8.3761620484068547e-08 -1.0938338075305865e-07 -1.3944914928269251e-07 2.2524245490984642e-08 2.3995872337226586e-07 -6.2187559990434245e-09 -1.9147048222478704e-07 1.0232786603016674e-07 2.6323464691557774e-07 -1.1986461775957371e-07 -4.4521463582469781e-08 2.3175511032036411e-07 -1.9524416378596305e-08 1.313594028810409e-07 -1.5047724776282157e-07 -1.7181149619065968e-07 -4.9771376353646701e-08 7.0927795669766576e-08 -3.5690206819757067e-09 3.0880835703599243e-07
leaf_weight=20 25 20 22 22 23 27 20 20 20 32 24 20 30 28 22 27 24 39 20 26 24 20 22 24 21 36 38 35 2369 21
leaf_count=20 25 20 22 22 23 27 20 20 20 32 24 20 30 28 22 27 24 39 20 26 24 20 22 24 21 36 38 35 2369 21
internal_value=0 7.394e-08 -1.44474e-08 -1.62801e-09 -7.62685e-10 1.82784e-09 2.0254e-07 -1.2689e-09 -3.66999e-08 -5.09244e-09 6.61959e-08 -1.06797e-07 2.17821e-09 1.18628e-07 1.1715e-10 -3.67056e-08 -9.3396e-08 1.67829e-09 6.91173e-08 1.51958e-08 9.15343e-08 -7.17222e-10 1.00133e-07 -2.37958e-09 -4.00716e-09 -2.77087e-09 -4.07734e-09 5.3601e-09 -1.59034e-09 7.78587e-08
internal_weight=0 67 42 3054 3034 2830 43 2787 204 182 107 75 2760 48 2712 75 51 2682 92 72 46 2590 42 2548 2509 2488 2464 55 2428 59
internal_count=3121 67 42 3054 3034 2830 43 2787 204 182 107 75 2760 48 2712 75 51 2682 92 72 46 2590 42 2548 2509 2488 2464 55 2428 59
is_linear=0
shrinkage=0.1


Tree=9973
num_leaves=31
num_cat=0
split_feature=1213 1209 1208 52 402 1209 401 1212 1212 1211 132 50 132 1186 1210 1203 402 401 401 1212 1212 43 52 1209 1213 402 391 129 128 16
split_gain=3.34427e-11 2.90117e-11 1.06581e-10 8.29696e-11 1.3612e-10 5.07141e-11 4.87852e-11 6.43136e-11 1.28819e-10 9.63502e-11 4.53212e-11 1.77374e-10 6.84726e-11 5.37795e-11 4.08221e-11 3.72291e-11 3.52654e-11 1.39124e-10 4.90333e-11 3.86404e-11 3.19891e-10 1.46751e-10 3.16782e-11 3.00923e-11 4.31624e-11 5.37721e-11 1.6059e-10 1.26902e-10 8.86814e-11 1.84417e-10
threshold=0.51049000000000011 0.10691500000000002 0.092250000000000013 0.090245000000000006 -0.10234999999999998 -0.092099999999999987 0.13522500000000001 0.13713500000000003 0.11796000000000001 0.11048500000000001 -0.083284999999999984 0.09227500000000001 -0.050879999999999988 -0.086839999999999987 -0.094799999999999982 0.088310000000000013 -0.44724499999999995 -1.0000000180025095e-35 -0.13200999999999999 -0.092474999999999988 -0.084689999999999988 -0.0043399999999999992 0.086275000000000004 -0.077594999999999983 -0.41776999999999992 0.10708500000000001 -0.087114999999999984 -0.04689999999999999 0.10773500000000001 -0.080029999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 -1 7 8 9 10 11 13 -12 -7 -14 -15 17 -16 -18 21 -21 -20 -23 -22 -25 26 -26 -28 -29 -30
right_child=-2 3 -4 -5 -6 6 -8 -9 -10 -11 12 -13 14 15 16 -17 18 -19 19 20 23 22 -24 24 25 -27 27 28 29 -31
leaf_value=1.3082593774282126e-07 1.1293933424711283e-07 1.7535202273068405e-07 -2.1234987664560856e-07 2.0906736469328283e-07 -1.6410936835966452e-07 -1.6494077769380056e-07 -1.3843810490444552e-07 1.6948342414350878e-07 -2.4891948731649225e-07 1.9918349124144661e-07 1.6613803370546522e-07 -2.8631422963527531e-07 1.1585180580198084e-07 -1.0246328235706244e-08 -2.794328652487907e-07 1.3310133554899127e-07 1.5229939820182198e-07 6.3753930661463262e-08 2.6639619503043831e-07 -4.0151598156512592e-07 9.3462999389510739e-08 3.9262243149096327e-08 -1.295879123119903e-07 -1.440150525817379e-07 -2.8400802023043069e-07 1.2301886775795927e-07 2.4528179029034835e-07 -4.2890480238244179e-09 3.6211863662316547e-07 -5.7445921538859784e-08
leaf_weight=29 26 21 24 25 27 20 26 22 21 24 25 27 30 132 21 21 21 27 25 20 34 25 20 21 20 35 21 2289 20 22
leaf_count=29 26 21 24 25 27 20 26 22 21 24 25 27 30 132 21 21 21 27 25 20 34 25 20 21 20 35 21 2289 20 22
internal_value=0 -9.49258e-10 -2.45403e-09 6.13442e-08 -1.5595e-08 -7.73742e-10 -2.05916e-09 -8.54312e-10 -2.13724e-09 -3.50195e-10 -2.01529e-09 -4.79334e-08 1.41656e-09 -1.07295e-08 -1.36829e-10 9.42884e-09 -1.46444e-09 -8.63903e-08 1.19878e-10 -1.13238e-09 -3.19885e-09 7.21386e-08 -3.57823e-08 3.68704e-11 -1.2714e-09 -2.60286e-11 -1.84162e-09 5.57759e-10 -1.64696e-09 1.42347e-07
internal_weight=0 3095 3022 73 48 2998 2969 2943 2921 2900 2876 200 2676 173 2651 153 2621 48 2573 2552 2482 70 45 2462 2428 2407 2372 2352 2331 42
internal_count=3121 3095 3022 73 48 2998 2969 2943 2921 2900 2876 200 2676 173 2651 153 2621 48 2573 2552 2482 70 45 2462 2428 2407 2372 2352 2331 42
is_linear=0
shrinkage=0.1


Tree=9974
num_leaves=31
num_cat=0
split_feature=401 133 43 133 42 132 50 132 1203 1212 1212 2 133 1210 12 402 12 402 480 131 1447 12 481 42 480 483 15 15 481 15
split_gain=3.08591e-11 4.92335e-11 1.58166e-10 7.421e-11 6.43745e-11 3.29372e-11 7.15221e-10 4.40542e-10 1.28321e-10 2.65821e-11 3.78677e-11 3.72628e-10 7.85056e-10 3.46049e-10 2.04912e-10 4.74468e-11 1.66463e-10 4.83745e-11 4.33988e-11 3.39019e-10 3.21715e-10 4.49999e-10 3.4563e-10 9.23909e-11 7.19099e-11 5.46774e-11 5.61342e-11 9.58536e-11 9.47827e-11 1.17713e-10
threshold=-0.47313999999999995 0.51114000000000004 0.05259500000000001 0.42433500000000007 -0.069529999999999995 -0.083284999999999984 0.097510000000000013 -0.076764999999999986 0.089480000000000018 -0.53159999999999996 -0.089544999999999986 0.084715000000000013 -0.073829999999999993 -0.41266499999999995 0.088105000000000003 0.11522000000000002 0.094435000000000005 0.10999000000000002 0.086930000000000021 0.090280000000000013 0.0071200000000000005 0.083985000000000018 -0.085784999999999986 0.090545000000000014 0.056320000000000009 -0.47356499999999996 0.093115000000000017 0.091915000000000011 -0.085784999999999986 0.09116500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 5 -3 6 8 -7 -2 -9 11 14 -13 -12 -11 17 -17 18 24 20 21 -20 -23 -24 25 -15 27 28 -27 -30
right_child=1 2 -4 -5 -6 7 -8 9 -10 10 13 12 -14 15 -16 16 -18 -19 19 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=1.2381576567577215e-07 5.0676507180336381e-09 -6.2694979572880235e-08 -2.5187998531350786e-07 1.7649499574427335e-07 1.5524161372829204e-07 -4.5923743257281744e-07 5.9187537830428573e-07 -1.1434420855493953e-07 -2.6263467484355374e-07 -3.5886849215930029e-07 -4.0525688357699137e-07 -6.8091035056265056e-08 7.4074330491669116e-07 -1.4971300007123509e-07 4.5855305624650883e-08 2.9112998286900226e-07 -9.8283873924065986e-08 -1.4076228893600273e-07 3.6416074690686688e-07 -3.3977387300154763e-07 4.52133736511035e-07 -3.8373404311187189e-07 1.3735848038246939e-07 -7.4407248886275652e-08 -1.4007011451732021e-07 -1.8101209535408434e-07 4.4231170412462193e-08 -2.1630104058766893e-07 -1.5533953553343025e-09 2.260044268446702e-07
leaf_weight=20 171 33 32 24 23 21 21 20 20 22 21 30 20 24 29 23 21 24 33 20 22 25 45 38 37 29 277 21 1952 23
leaf_count=20 171 33 32 24 23 21 21 20 20 22 21 30 20 24 29 23 21 24 33 20 22 25 45 38 37 29 277 21 1952 23
internal_value=0 -7.99902e-10 -7.45288e-08 1.35348e-09 2.68147e-08 -5.28062e-11 3.79399e-08 -2.95322e-09 -2.2964e-08 5.23545e-10 1.36322e-09 6.14538e-08 2.55443e-07 -9.4006e-10 -1.28731e-07 2.30809e-09 1.05273e-07 5.45256e-10 1.8773e-09 4.87928e-08 9.64696e-08 4.0976e-08 -5.7775e-08 4.04055e-08 -1.75602e-09 4.44163e-10 2.00966e-09 -3.76583e-09 -1.53866e-09 1.09665e-09
internal_weight=0 3101 88 3013 56 2989 212 2777 191 2756 2736 101 50 2635 51 2614 44 2570 2546 183 163 141 108 83 2363 2326 2302 2025 2004 1975
internal_count=3121 3101 88 3013 56 2989 212 2777 191 2756 2736 101 50 2635 51 2614 44 2570 2546 183 163 141 108 83 2363 2326 2302 2025 2004 1975
is_linear=0
shrinkage=0.1


Tree=9975
num_leaves=31
num_cat=0
split_feature=1211 1213 2 1185 401 1213 128 128 51 16 50 12 15 1186 0 402 1210 1212 4 2 481 1212 3 133 12 403 1210 402 52 402
split_gain=2.66238e-11 7.70106e-11 3.36592e-11 2.99552e-11 2.58809e-11 4.84719e-11 3.04103e-11 1.00582e-10 7.18403e-11 8.92403e-11 8.75691e-11 2.21442e-10 1.10509e-10 4.6278e-11 9.36636e-11 4.28375e-11 6.40715e-11 4.59258e-11 2.21085e-10 3.57393e-10 1.79057e-10 1.27618e-10 1.60857e-10 9.63351e-11 9.23789e-11 8.64252e-11 7.56019e-11 4.76478e-11 2.06431e-10 1.22379e-10
threshold=0.11301500000000002 0.0036000000000000003 0.088055000000000008 -0.10973499999999999 0.13837000000000002 0.17417500000000002 0.089745000000000005 0.085955000000000018 -0.20636999999999997 -0.065229999999999996 0.090295000000000014 0.089795000000000014 0.090325000000000003 -0.081969999999999987 -0.083804999999999977 -0.45015499999999992 0.24726500000000004 0.086920000000000011 -0.081609999999999988 0.084715000000000013 -0.073474999999999985 0.040035000000000008 -0.086424999999999988 -0.054584999999999995 0.087445000000000009 -0.55276999999999987 -0.13847499999999999 -0.087759999999999991 0.047850000000000011 -0.019914999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 7 13 -8 10 11 -10 -12 14 -5 -15 17 21 19 -19 -20 25 -23 -22 -21 -17 -27 28 -28 -29
right_child=1 2 -4 4 -6 -7 8 -9 9 -11 12 -13 -14 15 -16 16 -18 18 20 24 23 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=-1.2335280814568252e-07 2.0131481170437839e-07 -1.0988230038882258e-07 6.9160526414807897e-08 1.8610755341497728e-07 -1.1119680807036319e-07 1.1243100244491035e-07 1.1130763516357197e-07 1.898649315990042e-07 3.3134229227016478e-08 -2.009800999496448e-07 2.6031842423890341e-07 -3.5398975506821402e-07 -6.4468021159830805e-08 -1.0415220193719017e-07 -4.417755526515755e-08 -1.9990384665582252e-07 1.6879747978361015e-07 -4.127819827967219e-07 3.1019784991653549e-07 -1.3152898901580555e-07 1.306564737587242e-07 -5.5325931860104244e-08 2.9593609260913924e-07 -1.2398235243474634e-07 1.6876986022463739e-07 1.5695672080558629e-07 -3.4658396131027033e-07 1.9704391764119668e-07 2.7028878108126265e-08 -2.9953551443577435e-09
leaf_weight=20 25 21 21 38 21 38 26 28 45 38 20 22 22 41 33 22 22 35 21 20 24 22 32 39 21 30 21 31 50 2272
leaf_count=20 25 21 21 38 21 38 26 28 45 38 20 22 22 41 33 22 22 35 21 20 24 22 32 39 21 30 21 31 50 2272
internal_value=0 6.23539e-08 -2.03609e-08 -1.37114e-09 -5.6704e-10 2.04027e-10 -1.22946e-09 1.28275e-09 -4.19185e-08 -6.90198e-08 -2.30153e-08 -9.39811e-08 9.01922e-08 -6.20748e-10 7.90736e-08 -2.71409e-09 -1.15174e-09 -2.56799e-09 -5.44949e-08 -1.78076e-07 5.73166e-08 7.82136e-10 1.52829e-07 -2.69771e-08 2.22826e-08 -2.60226e-09 -7.96674e-10 -2.79019e-09 -8.34763e-08 -3.02686e-10
internal_weight=0 67 42 3054 3034 3013 2975 2802 173 147 109 67 42 2774 71 2703 2662 2640 160 76 84 2480 54 63 41 2426 2404 2374 71 2303
internal_count=3121 67 42 3054 3034 3013 2975 2802 173 147 109 67 42 2774 71 2703 2662 2640 160 76 84 2480 54 63 41 2426 2404 2374 71 2303
is_linear=0
shrinkage=0.1


Tree=9976
num_leaves=31
num_cat=0
split_feature=1213 43 43 1210 50 50 1211 2 2 13 132 1211 1186 399 52 52 42 13 42 16 1211 15 34 10 4 51 13 9 42 42
split_gain=2.59217e-11 2.88014e-11 1.41999e-10 1.19463e-10 7.56066e-11 1.03206e-10 6.7614e-11 6.70132e-11 1.58518e-10 6.19917e-11 6.0975e-11 7.82229e-10 7.4285e-10 8.00268e-11 4.10567e-11 4.30565e-11 5.54009e-11 5.54739e-11 3.96177e-11 3.76e-11 3.72677e-11 3.69973e-11 3.54656e-11 6.32306e-11 4.10095e-10 8.62544e-10 3.64972e-10 5.98068e-11 3.97323e-11 1.1957e-10
threshold=0.51049000000000011 0.060960000000000007 0.055925000000000009 0.258635 0.09227500000000001 0.11564500000000001 0.11301500000000002 0.090425000000000019 0.092635000000000009 -0.046499999999999993 -0.083284999999999984 0.099430000000000004 1.0000000180025095e-35 0.089300000000000004 0.10347000000000002 0.056145000000000007 0.086835000000000009 -0.049279999999999997 0.11551500000000002 -0.095094999999999985 0.085535000000000014 0.084370000000000014 -0.08786999999999999 -0.011559999999999999 0.053180000000000012 0.081440000000000026 -0.013634999999999998 0.087755000000000014 0.097640000000000018 0.10306000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 7 -6 10 9 -9 -3 12 20 13 21 15 16 17 -10 -18 -11 22 -1 -12 24 25 -24 -26 28 -25 -30
right_child=-2 4 -4 -5 5 -7 -8 8 14 19 11 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 23 27 26 -27 -28 -29 29 -31
leaf_value=-4.3709012370472036e-08 9.9432344641697394e-08 -4.278045159952292e-09 2.1907491240350889e-07 -2.4318637390052797e-07 -2.387468635826432e-07 -9.18974321264712e-10 1.6260247761579195e-07 -2.7067047272912362e-07 -1.8779365474526817e-07 5.7624642433596741e-08 1.025779618945468e-07 -6.2558509934973476e-07 6.0928825860173676e-07 -1.870114937268117e-07 -1.163005255951551e-07 1.4334446636054133e-07 1.7730134895070176e-07 6.4034267105147302e-09 -1.0775612491187304e-08 2.4048734042542658e-07 1.3186994491124181e-07 1.1475075946459189e-07 -7.8378654741584355e-07 -3.5423057162593746e-09 -1.3230166968434469e-07 6.4026197795404496e-08 4.5793794871684669e-07 1.2734508297920922e-07 1.6444795352887515e-07 -5.4141705925177917e-10
leaf_weight=41 26 68 30 20 36 37 26 26 24 23 34 20 21 29 27 23 21 38 24 22 22 23 20 2091 22 30 20 38 58 181
leaf_count=41 26 68 30 20 36 37 26 26 24 23 34 20 21 29 27 23 21 38 24 22 22 23 20 2091 22 30 20 38 58 181
internal_value=0 -8.35487e-10 2.71368e-09 3.06104e-10 -2.70551e-08 -1.18204e-07 2.12593e-09 -4.57583e-09 -4.19652e-08 5.59751e-08 5.51441e-10 -2.66467e-09 7.20958e-08 -4.92058e-08 -4.09042e-09 1.92148e-08 -7.46733e-09 -6.87696e-08 7.69936e-08 1.47024e-07 2.287e-09 1.32375e-08 1.14393e-09 -2.58002e-10 -8.15959e-08 -2.75099e-07 1.48765e-07 2.90208e-09 8.72542e-10 3.94978e-08
internal_weight=0 3095 2726 2696 369 73 2676 296 183 113 2650 2536 114 93 157 130 107 62 45 45 2516 64 2494 2460 92 50 42 2368 2330 239
internal_count=3121 3095 2726 2696 369 73 2676 296 183 113 2650 2536 114 93 157 130 107 62 45 45 2516 64 2494 2460 92 50 42 2368 2330 239
is_linear=0
shrinkage=0.1


Tree=9977
num_leaves=31
num_cat=0
split_feature=132 394 132 50 130 130 130 130 394 1185 3 393 4 0 1213 1213 1213 1210 2 4 4 16 16 1210 3 1212 1212 1210 1213 52
split_gain=2.99905e-11 1.1751e-10 7.10435e-11 6.59385e-11 2.67634e-11 3.40983e-11 2.46555e-11 1.3694e-10 1.02778e-10 8.35254e-11 8.65693e-11 1.18677e-10 5.60604e-11 7.71848e-11 2.71941e-11 2.56108e-10 3.56214e-10 1.58227e-10 1.12371e-10 2.89258e-10 2.32203e-10 6.70009e-11 4.50838e-11 4.06456e-11 2.07206e-10 5.23716e-11 7.39062e-11 4.50082e-11 8.02504e-11 1.1097e-10
threshold=-0.083174999999999985 0.11233000000000001 -0.084644999999999984 0.09227500000000001 -0.22699999999999995 -0.14750499999999997 -0.004729999999999999 -0.0084099999999999991 -0.088129999999999986 0.08790000000000002 -0.116045 0.088255000000000014 -0.085719999999999977 -0.10836499999999999 -0.088064999999999991 -0.085284999999999986 -0.082414999999999974 -0.091799999999999979 0.084715000000000013 -0.080924999999999983 -0.081224999999999978 -0.090764999999999985 -0.070454999999999976 -0.13847499999999999 -0.082879999999999995 0.13631000000000001 0.11930500000000001 -0.079504999999999978 -0.063509999999999997 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -6 7 9 -8 10 -7 12 -12 -14 17 -16 -17 -10 20 -20 -19 -21 -23 24 -18 26 27 -25 29 -29
right_child=1 -3 -4 -5 5 6 8 -9 14 -11 11 -13 13 -15 15 16 23 18 19 21 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=6.029252711222414e-09 -1.0639801335242817e-07 2.4427689275796639e-07 -2.0598135903200771e-07 -1.6199795369844752e-07 1.2886319983148758e-07 2.0897397331768019e-07 1.7120447601826074e-07 -2.6274699356908178e-07 -2.754997066034548e-07 -1.8689732617834427e-07 -5.0888012301510896e-08 -1.7452026661375855e-07 -3.3530801530901045e-08 2.1844278481261602e-07 2.6856662902474684e-07 -3.918012256969692e-07 -1.2801667594430911e-07 -3.1604602688568254e-07 3.8774399148425432e-07 1.0368244340123549e-07 7.0313476438091788e-08 -2.0492105156997489e-07 -7.6930529671482785e-11 -1.0490088169053007e-07 3.2173074427668157e-07 -1.4824804108941508e-07 1.8176273629399516e-07 -3.2222594844218594e-08 7.6244087811303072e-10 2.8254705612222136e-07
leaf_weight=173 23 20 22 27 21 22 36 23 24 21 31 31 20 31 36 23 20 28 22 24 35 22 21 39 21 23 23 21 2214 24
leaf_count=173 23 20 22 27 21 22 36 23 24 21 31 31 20 31 36 23 20 28 22 24 35 22 21 39 21 23 23 21 2214 24
internal_value=0 2.71972e-09 -3.54165e-08 -1.66544e-08 1.04166e-09 1.90689e-09 9.66476e-10 -3.49561e-08 3.38746e-09 -1.37156e-09 2.7488e-08 -7.84554e-09 5.51656e-08 1.1963e-07 1.08158e-09 3.81554e-09 -1.42531e-10 -3.68832e-08 7.93097e-10 7.31333e-08 -1.01402e-07 -3.01716e-08 -1.04881e-07 3.63447e-09 1.02342e-07 1.90794e-09 3.39591e-09 1.61069e-09 3.44953e-09 1.35655e-07
internal_weight=0 2899 222 200 2879 2856 2835 179 2656 156 135 113 82 51 2620 2444 2408 176 152 89 63 67 43 2385 41 2344 2321 2298 2259 45
internal_count=3121 2899 222 200 2879 2856 2835 179 2656 156 135 113 82 51 2620 2444 2408 176 152 89 63 67 43 2385 41 2344 2321 2298 2259 45
is_linear=0
shrinkage=0.1


Tree=9978
num_leaves=31
num_cat=0
split_feature=401 1211 1211 1213 132 50 132 1213 1209 1210 4 43 4 52 151 52 131 131 1447 130 1 12 15 481 132 158 13 133 52 13
split_gain=2.66896e-11 4.59486e-11 5.67301e-11 1.1204e-10 3.91791e-11 1.6209e-10 7.42787e-11 4.73879e-11 2.98731e-11 7.11645e-11 1.8337e-10 1.8101e-10 1.14851e-10 3.41418e-11 1.1882e-10 1.08546e-10 1.08384e-10 2.3826e-10 4.42494e-10 2.05949e-10 1.80882e-10 2.2541e-10 1.53111e-10 1.5191e-10 1.91593e-10 1.38532e-10 2.12411e-10 1.30532e-10 2.23649e-10 2.08075e-10
threshold=-0.47313999999999995 0.12162000000000002 0.11048500000000001 0.0036000000000000003 -0.083284999999999984 0.10022000000000002 -0.050879999999999988 0.087735000000000021 0.088060000000000013 -0.00046999999999999993 -0.077999999999999986 -0.043144999999999996 -0.077519999999999992 0.0046550000000000003 0.015440000000000001 0.008405000000000001 0.090690000000000007 0.089255000000000015 0.059120000000000013 0.08610000000000001 0.094090000000000021 0.094375000000000014 0.084510000000000016 -0.085749999999999979 0.082150000000000015 0.10654500000000001 -0.06884499999999999 -0.14169499999999999 0.086275000000000004 -0.089109999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -6 -2 13 10 11 -10 -11 -8 15 -15 17 18 23 20 22 -22 -18 -17 25 27 -27 28 -25 -29
right_child=1 -3 3 -5 6 -7 8 -9 9 12 -12 -13 -14 14 -16 16 19 -19 -20 -21 21 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=1.1515203880207991e-07 3.0838572779548543e-09 -1.260240135144582e-07 2.7159394468350744e-07 -5.5434367851603385e-08 1.7358883064844123e-07 -3.1342213361540418e-07 6.7108374851404265e-09 -1.5273380372155481e-07 1.6182041846419721e-08 -2.222993901211469e-07 -1.3821812833663735e-07 3.7598498887166053e-07 9.7927992085781567e-08 -2.5283897791439359e-07 2.0768991115129093e-07 -2.6010921821015754e-07 1.0961325106574228e-07 -3.7228459802918224e-07 4.1932795165874643e-07 -1.7013907450718606e-07 -1.4543998929639202e-07 2.352255407345183e-07 4.9191070580434374e-07 3.7386416306075958e-07 -2.4818727714423285e-07 3.8702218779192099e-07 -5.2865206735868532e-08 -1.7240670885877422e-07 -8.8066675983457436e-09 -1.4283603496439047e-08
leaf_weight=20 173 29 22 20 25 20 1707 22 27 21 22 29 24 20 23 29 22 20 22 29 35 28 20 21 37 21 23 102 56 452
leaf_count=20 173 29 22 20 25 20 1707 22 27 21 22 29 24 20 23 29 22 20 22 29 35 28 20 21 37 21 23 102 56 452
internal_value=0 -7.39645e-10 4.43052e-10 1.15866e-07 -1.15687e-09 -4.23027e-08 1.9857e-09 -1.44956e-08 4.48041e-10 4.86314e-08 1.06406e-07 2.02509e-07 -5.15115e-08 -1.77414e-09 -1.68615e-08 -2.23734e-08 -1.73469e-08 -3.15692e-08 -2.26383e-08 6.57581e-08 1.30911e-07 2.37447e-08 2.9166e-07 -3.57601e-08 -2.66223e-08 -1.44772e-08 1.57081e-07 -2.64401e-08 9.55581e-08 -4.33965e-08
internal_weight=0 3101 3072 42 3030 215 2815 195 2790 123 78 56 45 2667 960 937 917 783 763 134 105 63 42 741 712 675 44 631 77 554
internal_count=3121 3101 3072 42 3030 215 2815 195 2790 123 78 56 45 2667 960 937 917 783 763 134 105 63 42 741 712 675 44 631 77 554
is_linear=0
shrinkage=0.1


Tree=9979
num_leaves=31
num_cat=0
split_feature=158 481 159 52 15 158 16 1447 1447 1447 160 51 12 158 484 46 1456 154 157 1420 97 9 30 34 10 4 9 8 133 480
split_gain=2.62433e-11 1.36273e-10 1.41049e-10 1.16077e-10 1.58273e-10 1.04784e-10 9.66727e-11 4.66316e-11 2.09144e-10 1.81553e-10 1.32414e-10 2.14001e-10 8.93992e-11 6.09154e-11 4.0109e-11 3.04939e-11 5.04641e-11 4.22383e-11 5.56679e-11 6.50439e-11 4.54257e-11 9.39595e-11 4.88488e-11 4.66135e-11 4.60861e-11 7.49757e-10 4.53436e-11 5.35576e-11 4.28055e-11 2.33107e-10
threshold=0.10737500000000001 -0.085749999999999979 -0.023324999999999995 -0.0015799999999999998 0.085730000000000015 0.10544500000000002 -0.022939999999999999 -0.086424999999999988 -0.085804999999999979 -0.084334999999999979 -0.090764999999999985 -0.011165 0.087285000000000015 0.10254000000000001 -0.059599999999999993 0.084955000000000017 0.10959500000000001 0.084190000000000001 0.63604500000000008 -0.085404999999999995 -0.086464999999999986 -0.087824999999999986 0.09222000000000001 -0.08786999999999999 -0.011239999999999998 0.053180000000000012 0.087755000000000014 0.091215000000000004 0.0033250000000000003 0.11303500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 6 -5 7 -4 10 -9 -10 12 -12 -1 15 -8 16 17 18 19 -11 -21 -22 23 -23 25 -25 28 -28 29 -26
right_child=1 2 3 4 -6 -7 14 8 9 13 11 -13 -14 -15 -16 -17 -18 -19 -20 20 21 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=-2.0880831801406431e-07 -2.6464456010197196e-07 2.3046307950509841e-07 2.1711505379329313e-07 1.5367544392574928e-08 -3.7288049872770336e-07 2.1476965516937883e-07 4.8700377735460487e-08 -3.2398833941016394e-07 2.8034011950486948e-07 1.7144471823629913e-07 -1.6517640943902736e-08 4.1526982560536787e-07 7.7459530907949184e-08 -1.4116789221743017e-07 -1.2066863150074636e-07 8.334870189792339e-08 -1.1751531610878226e-07 1.4133822398591856e-07 -1.6724954019053942e-07 -1.5135265723387193e-07 2.1060311887649299e-07 1.3265140786153585e-07 -1.5745595604244046e-07 -3.6723580701557178e-07 -6.9291973168397698e-09 3.5982555762421213e-07 2.216226036999558e-07 -4.4817636793678424e-09 1.6040548159309122e-08 -3.3476040822609905e-07
leaf_weight=20 23 22 20 21 21 23 27 20 23 22 24 22 24 31 29 43 37 21 20 20 21 26 20 37 1538 23 20 22 879 22
leaf_count=20 23 22 20 21 21 23 27 20 23 22 24 22 24 31 29 43 37 21 20 20 21 26 20 37 1538 23 20 22 879 22
internal_value=0 -3.90588e-08 -1.99831e-09 -4.53386e-08 -1.78756e-07 2.1569e-09 2.83924e-08 4.90768e-10 -1.75113e-09 5.30193e-10 7.13597e-08 1.89989e-07 -5.26622e-08 -1.76661e-09 -3.90086e-08 -2.07082e-10 -1.52413e-09 7.06983e-11 -1.04039e-09 2.14014e-10 -1.21942e-09 -6.80956e-11 -1.77822e-09 -5.65306e-10 -1.9284e-09 -8.8529e-08 1.65925e-10 1.03187e-07 -1.60812e-09 -1.15525e-08
internal_weight=0 163 140 118 42 2958 76 2935 2845 2825 90 46 44 2802 56 2771 2728 2691 2670 2650 2628 2608 2587 2567 2541 60 2481 42 2439 1560
internal_count=3121 163 140 118 42 2958 76 2935 2845 2825 90 46 44 2802 56 2771 2728 2691 2670 2650 2628 2608 2587 2567 2541 60 2481 42 2439 1560
is_linear=0
shrinkage=0.1


Tree=9980
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 1204 12 400 42 1186 1186 129 1184 1185 129 128 16 128 128 400 1212 403 51 13 52 50 51 2 50 159 12
split_gain=2.60541e-11 7.50559e-10 4.40892e-10 1.42819e-10 2.78211e-11 1.05656e-10 1.13802e-10 3.62741e-11 3.15159e-11 3.82288e-11 3.83861e-11 8.87317e-11 3.40898e-11 3.19874e-11 3.20194e-11 9.98228e-11 7.13506e-11 6.53335e-11 7.4274e-11 5.69952e-11 2.44253e-10 3.04596e-11 1.23704e-10 1.41113e-10 7.65783e-11 1.13007e-10 9.86966e-11 9.56225e-11 7.87372e-11 5.59012e-11
threshold=-0.083284999999999984 0.089480000000000018 -0.083264999999999992 0.10022000000000002 -0.016569999999999994 0.087505000000000013 -0.079519999999999993 -0.067534999999999998 -0.091099999999999987 -0.081969999999999987 -0.077709999999999987 0.088135000000000019 0.087675000000000017 0.11234000000000001 0.10159000000000001 -0.080789999999999987 0.090375000000000025 0.085955000000000018 -0.39724499999999996 0.12472500000000002 -0.028309999999999998 0.11444000000000001 0.10002500000000002 -0.080114999999999978 0.11534500000000002 0.123935 0.095040000000000013 0.13857500000000003 -0.079544999999999991 0.096990000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 -8 -6 -10 -11 12 13 14 16 -16 17 18 -12 21 -21 29 23 -23 25 -25 -26 28 -28 -20
right_child=2 -3 4 -5 8 6 7 -9 9 10 11 -13 -14 -15 15 -17 -18 -19 19 20 -22 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=1.4395646043508709e-09 -4.484750096945721e-07 6.0171262525781941e-07 -1.3677747367844197e-07 -2.8039947665092772e-07 -1.2597656876778276e-07 3.0938796718211444e-07 -5.6666954210508419e-08 1.1382005174945894e-07 1.2566732996432961e-07 -1.0514777378440548e-07 -1.8772760669992836e-07 2.0500964146614412e-07 -1.2825876399888546e-07 -1.2043040581747021e-07 2.4730153423915695e-07 -3.1596282578868455e-08 -1.3517484973864415e-07 1.6532804304839981e-07 2.1605210177096621e-09 -9.2586950423927719e-08 3.4721959571510049e-07 -1.6414902056475193e-07 2.604182801684891e-07 3.2471008075483291e-07 -1.6558353192408505e-07 7.6928209271342064e-09 1.9873533574354953e-08 -1.0762572504319224e-07 3.0047509433472899e-07 -4.2650626981482609e-08
leaf_weight=178 22 21 22 20 20 21 24 26 24 35 21 21 21 22 21 33 39 24 1941 28 23 37 22 22 25 23 20 20 20 325
leaf_count=178 22 21 22 20 20 21 24 26 24 35 21 21 21 22 21 33 39 24 1941 28 23 37 22 22 25 23 20 20 20 325
internal_value=0 3.32613e-08 -2.50834e-09 -2.7029e-08 8.9835e-10 5.47028e-08 1.14035e-07 3.19863e-08 -8.97062e-10 7.01873e-12 -1.09245e-09 2.52429e-10 -1.34783e-09 -3.48159e-10 6.51013e-10 7.6864e-08 -9.37984e-10 1.11425e-09 -4.45363e-10 1.12404e-09 1.05757e-07 -1.0496e-09 3.75191e-08 8.15517e-09 5.71956e-08 1.62679e-07 1.35141e-09 7.09076e-08 1.60174e-07 -4.2665e-09
internal_weight=0 219 2902 198 2880 93 71 50 2787 2767 2743 2708 2687 2666 2644 54 2590 2551 2527 2506 51 2455 189 167 130 45 85 60 40 2266
internal_count=3121 219 2902 198 2880 93 71 50 2787 2767 2743 2708 2687 2666 2644 54 2590 2551 2527 2506 51 2455 189 167 130 45 85 60 40 2266
is_linear=0
shrinkage=0.1


Tree=9981
num_leaves=31
num_cat=0
split_feature=394 403 391 1177 132 50 132 1203 1183 4 0 132 1213 4 15 15 48 12 15 52 1 15 1 2 1 484 16 0 15 1
split_gain=2.46454e-11 6.20525e-11 3.72015e-11 5.31407e-11 3.63677e-11 6.56147e-10 4.50468e-10 1.28797e-10 2.97936e-11 2.81316e-11 6.26365e-11 3.43463e-11 2.85793e-11 3.65044e-11 2.569e-11 2.69118e-10 3.85298e-10 1.02352e-10 9.99311e-11 2.00931e-10 3.42749e-10 1.65735e-10 8.66301e-11 9.45706e-10 6.87103e-10 1.65988e-10 1.66117e-10 2.5517e-10 1.24057e-10 1.61988e-10
threshold=-0.14580499999999996 -0.014954999999999998 -0.086514999999999981 -0.081144999999999981 -0.083284999999999984 0.10450500000000001 -0.066044999999999979 0.089165000000000008 -0.081039999999999987 0.11275500000000001 -0.09515499999999999 -0.43443999999999999 1.0000000180025095e-35 -0.080364999999999978 -0.088429999999999995 -0.090644999999999989 0.087555000000000008 0.086305000000000007 -0.092489999999999989 -0.0046699999999999997 0.091615000000000016 -0.093959999999999988 0.092695000000000013 0.083385000000000015 0.095285000000000022 -0.088124999999999981 -0.10850999999999998 -0.10324499999999999 -0.10091499999999999 0.10205500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 7 -6 9 -8 10 -5 -12 13 -13 15 18 17 -17 21 20 -20 22 23 -10 -24 -25 27 -27 29 -26
right_child=2 -3 3 4 6 -7 8 -9 14 -11 11 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 24 25 28 26 -28 -29 -30 -31
leaf_value=-1.8385433501559117e-07 1.2257706740115282e-07 4.8655674075606926e-08 -1.4812310080714042e-07 1.8270741887508022e-07 -4.7454046182338065e-07 5.8577786450797479e-07 1.1508252135211915e-07 -2.5740853295985747e-07 -6.2610783649574845e-07 -9.8895996387682321e-08 -1.138098382889232e-07 -8.75822694812456e-08 1.0964700593823246e-07 6.1227036115617332e-08 6.6829046573606497e-09 -1.8962537694733329e-07 -5.506817037764284e-07 1.3029888865645489e-07 5.3585560481548915e-07 -1.2287271961109915e-07 -3.5483263819254974e-08 -2.2735899184075001e-07 6.0263909496427469e-07 2.920177997739735e-07 -2.9320549995048854e-07 -3.0589530197744355e-08 -7.8431464264358597e-08 3.7292350737061497e-07 1.9835290811834997e-07 5.7189408094428308e-10
leaf_weight=24 25 22 24 22 20 20 23 20 25 20 22 32 28 34 2025 20 22 20 21 22 21 33 20 21 20 42 114 25 29 305
leaf_count=24 25 22 24 22 20 20 23 20 25 20 22 32 28 34 2025 20 22 20 21 22 21 33 20 21 20 42 114 25 29 305
internal_value=0 -7.26539e-08 1.08789e-09 9.20755e-11 1.26761e-09 4.26991e-08 -1.63318e-09 -1.8321e-08 1.73511e-09 1.19432e-08 2.80069e-08 -1.33288e-09 2.49915e-08 -1.09229e-08 7.99023e-10 -1.48784e-08 -2.14541e-07 -2.96632e-08 2.85663e-09 1.21947e-07 2.50186e-07 -9.16513e-09 2.81556e-09 -4.59171e-08 3.23939e-08 2.58887e-08 -4.98817e-09 1.19975e-07 1.76701e-10 -1.75067e-08
internal_weight=0 46 3075 3050 3026 198 2828 178 2808 158 138 116 94 66 2785 760 62 40 698 64 42 634 601 227 374 202 181 67 354 325
internal_count=3121 46 3075 3050 3026 198 2828 178 2808 158 138 116 94 66 2785 760 62 40 698 64 42 634 601 227 374 202 181 67 354 325
is_linear=0
shrinkage=0.1


Tree=9982
num_leaves=31
num_cat=0
split_feature=40 130 42 1456 43 154 50 133 52 1 376 123 123 4 39 39 34 34 34 9 10 2 45 3 3 3 124 474 159 52
split_gain=2.65565e-11 8.43554e-11 4.44757e-11 3.64997e-11 4.47548e-11 4.25504e-11 4.50836e-11 1.86483e-10 1.70712e-10 8.86852e-11 4.38403e-11 3.71648e-11 6.87086e-11 7.43609e-11 8.99402e-11 6.29636e-11 5.5405e-11 7.63545e-11 9.64355e-11 7.06773e-11 1.64675e-10 8.10578e-11 4.96255e-11 4.55701e-11 1.54388e-10 1.27543e-10 1.77877e-10 9.42827e-11 2.32939e-10 1.30132e-10
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 0.11510000000000002 -0.064334999999999989 0.084190000000000001 -1.0000000180025095e-35 0.089595000000000022 -0.23798499999999997 0.11751000000000002 0.10727000000000002 0.08592000000000001 0.087755000000000014 -0.008819999999999998 0.089790000000000023 0.095830000000000012 -0.08786999999999999 -0.084564999999999987 -0.0011599999999999998 0.091600000000000015 -0.0093599999999999985 -1.0000000180025095e-35 0.094030000000000016 -0.016324999999999996 -0.045649999999999989 -0.0069549999999999994 -0.086724999999999983 0.091650000000000009 0.10442500000000002 -0.092399999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 8 -3 -10 11 16 -13 -14 -15 -16 -8 -18 -19 20 -20 -22 23 24 -23 26 -25 28 29 -27
right_child=1 2 -4 4 -6 -7 10 -9 9 -11 -12 12 13 14 15 -17 17 18 19 -21 21 22 -24 25 -26 27 -28 -29 -30 -31
leaf_value=1.148580933829635e-07 -1.9586289099684317e-07 2.5828362858248967e-07 1.1982444096159477e-07 1.8636711043585742e-07 -1.3136444497842027e-08 1.399447059146128e-07 1.3587521767277623e-07 -3.1153420234630861e-07 5.4629601495632775e-08 -2.1494133297149065e-07 1.2382662935652077e-07 -1.918909695522838e-07 1.3546450020385236e-07 5.6913976091521323e-08 -2.7260791429481205e-07 -5.2844457842926575e-08 -1.9071402137104174e-07 1.7606317237963257e-07 2.1918620511276207e-07 -1.4250357369048419e-07 -1.980047886244544e-07 -1.6371681666273888e-09 -1.3079480695445267e-07 1.2475492496832887e-08 -2.1646452334652744e-07 -1.235862520922089e-07 4.1258726582782409e-07 -1.9391788482282991e-07 2.9039186339711406e-07 3.3346386246020366e-08
leaf_weight=20 22 20 31 23 22 21 30 24 23 26 28 28 25 39 22 32 21 31 34 35 21 2079 29 25 34 68 20 21 30 237
leaf_count=20 22 20 31 23 22 21 30 24 23 26 28 28 25 39 22 32 21 31 34 35 21 2079 29 25 34 68 20 21 30 237
internal_value=0 -7.4414e-10 6.50018e-10 -5.62057e-10 8.8832e-08 -1.90163e-09 -2.90055e-09 -7.14316e-08 1.20823e-08 -8.8408e-08 -6.94458e-10 -1.91312e-09 -5.10622e-08 -1.76452e-08 -5.88038e-08 -1.42378e-07 7.2989e-10 -7.80114e-10 7.17113e-10 -1.34735e-09 5.54294e-10 -2.34488e-09 -7.29129e-10 7.71231e-10 -5.09393e-09 3.16767e-08 1.90303e-07 1.16256e-08 2.45104e-08 -1.64187e-09
internal_weight=0 3101 3079 3048 45 3003 2982 93 69 49 2889 2861 146 118 93 54 2715 2685 2664 2633 2598 2564 2543 2514 2113 401 45 356 335 305
internal_count=3121 3101 3079 3048 45 3003 2982 93 69 49 2889 2861 146 118 93 54 2715 2685 2664 2633 2598 2564 2543 2514 2113 401 45 356 335 305
is_linear=0
shrinkage=0.1


Tree=9983
num_leaves=31
num_cat=0
split_feature=46 44 120 130 33 52 9 15 41 41 34 104 457 16 457 150 12 147 133 133 133 52 1454 1447 150 1375 133 43 160 51
split_gain=2.54019e-11 7.81359e-11 3.18704e-11 5.47158e-11 3.6482e-11 3.48715e-11 3.25358e-11 3.46698e-10 4.71129e-11 1.02188e-10 4.83325e-11 7.82202e-11 3.35402e-11 1.73976e-10 8.5265e-11 3.7481e-11 1.70426e-10 4.31835e-11 3.81994e-11 5.83701e-10 2.43893e-10 3.01297e-10 2.3573e-10 2.48028e-10 1.72682e-10 1.24077e-10 1.16447e-10 2.28317e-10 9.71339e-11 8.3738e-11
threshold=0.084955000000000017 0.10049500000000001 1.0000000180025095e-35 -0.22461999999999996 -0.044254999999999996 -0.014264999999999998 0.088235000000000022 -0.10324499999999999 0.086565000000000017 0.090905000000000014 -0.08786999999999999 0.083745000000000014 0.11612500000000002 -0.071854999999999988 0.098180000000000003 0.12083000000000001 0.089150000000000021 0.094705000000000011 0.09112000000000002 0.090310000000000015 0.093255000000000018 -0.026204999999999996 0.11807500000000003 0.059120000000000013 0.10874500000000002 -0.090674999999999992 0.088385000000000005 -0.083684999999999996 -0.43215499999999996 0.090560000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -4 8 -8 10 -10 -6 12 14 -14 15 17 -17 18 19 22 21 -20 23 24 25 -12 -27 -28 -22 -30
right_child=1 -3 5 4 6 -7 7 -9 9 -11 11 -13 13 -15 -16 16 -18 -19 20 -21 28 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=1.5374828505983992e-07 2.2277048191909901e-07 -3.8011337774487739e-08 -2.6281629471747653e-09 1.3026483280836625e-07 1.4841824331651446e-07 -1.8317537467282819e-07 1.0149415723358054e-07 -4.0248143976993693e-07 2.7034281515625483e-07 1.2765771044565662e-08 -2.3918252243978109e-07 -2.0091422058499121e-07 2.4897801800950128e-07 -8.6747709384794832e-08 -1.7770325086985397e-07 2.7148461268685276e-07 -1.1384300351706275e-07 -1.211824616166635e-07 3.3980865796563546e-08 5.2827555913652419e-07 -2.1005277155629966e-07 -4.5449094605893542e-07 -3.4326113002691727e-07 -2.6610064430636106e-07 2.4045606782267222e-07 9.6267979627023762e-10 3.9846235324603188e-07 -1.2651048543992669e-08 1.7363981559351881e-08 -1.3555141836791453e-07
leaf_weight=23 20 27 23 21 21 20 39 21 20 67 21 20 29 33 28 24 22 31 23 21 22 28 20 34 31 1898 22 35 438 39
leaf_count=23 20 27 23 21 21 20 39 21 20 67 21 20 29 33 28 24 22 31 23 21 22 28 20 34 31 1898 22 35 438 39
internal_value=0 7.29596e-08 -1.11658e-09 9.62028e-11 -1.07866e-09 -8.66036e-08 -2.00207e-09 -7.48973e-08 -5.07804e-10 7.19789e-08 -2.72835e-09 -3.85431e-09 -2.44623e-09 7.02853e-08 -4.09379e-09 -2.29937e-09 8.71975e-08 -3.84532e-09 -2.46331e-09 3.72863e-09 -2.59026e-08 -2.342e-07 -1.6161e-09 1.73172e-09 6.26899e-09 2.595e-09 5.1921e-09 1.46024e-07 -4.61371e-09 4.86146e-09
internal_weight=0 47 3074 3031 3008 43 2987 60 2927 87 2840 2819 2799 62 2737 2709 46 2663 2632 2082 550 51 2061 2041 2007 1976 1955 57 499 477
internal_count=3121 47 3074 3031 3008 43 2987 60 2927 87 2840 2819 2799 62 2737 2709 46 2663 2632 2082 550 51 2061 2041 2007 1976 1955 57 499 477
is_linear=0
shrinkage=0.1


Tree=9984
num_leaves=31
num_cat=0
split_feature=132 1185 1203 105 34 34 34 9 16 9 131 131 480 481 160 160 42 15 4 42 42 1456 42 1447 3 1447 1456 403 1209 52
split_gain=2.51235e-11 1.47973e-10 6.9118e-11 2.27145e-11 4.02901e-11 3.18459e-11 9.36921e-11 8.78419e-11 1.83439e-10 8.36106e-11 2.98142e-11 1.46525e-10 2.23131e-10 3.90158e-10 1.29128e-10 7.59251e-11 1.69659e-10 7.58231e-11 7.46576e-11 1.09862e-10 7.72508e-11 1.76109e-10 8.16344e-11 5.55452e-11 1.58292e-10 3.05795e-10 1.76743e-10 9.27221e-11 5.52996e-11 3.93922e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.088820000000000024 0.080965000000000023 -0.08786999999999999 -0.083689999999999987 -0.057544999999999992 0.091600000000000015 -0.39185999999999993 0.082870000000000013 0.090690000000000007 0.090150000000000022 0.11191000000000002 -0.0050099999999999988 -0.42113499999999993 -0.55248999999999981 0.087550000000000017 -0.40580499999999992 -0.086849999999999997 -0.090684999999999988 0.096450000000000022 -0.0077899999999999992 0.094010000000000024 -0.085684999999999997 -0.085784999999999986 -0.086849999999999997 0.085090000000000013 -0.55276999999999987 -0.087199999999999986 0.088555000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 -7 9 -9 10 11 12 15 -14 -12 16 -8 -16 -19 -20 21 -21 -23 24 -17 26 -26 -25 29 -29
right_child=1 3 -4 -5 5 6 7 8 -10 -11 14 -13 13 -15 17 23 -18 18 19 20 -22 22 -24 27 25 -27 -28 28 -30 -31
leaf_value=-1.1223752572016227e-08 2.6696909680183693e-07 1.2294537512502757e-07 -1.7929451584361038e-07 -9.6325325197691824e-08 -1.0404637342962189e-07 1.7141639210294102e-07 6.6301835962197708e-08 3.3806431353077135e-08 -3.6576767350027238e-07 2.0042586957710488e-07 2.6834540928380841e-07 -2.4459174414914744e-07 5.4687213122406322e-07 -6.3392814682443227e-08 1.8651656982564934e-07 2.5765407427101189e-07 -3.3107372726962327e-07 1.4404214136866066e-07 -2.1099866008474541e-07 2.9729594995755875e-07 -1.6305769634072931e-07 1.7907402728713862e-08 -1.8046067810454741e-07 -2.0593484835088655e-07 -4.1341285269188197e-08 -3.0213157575786909e-07 3.6116926992235677e-07 3.4416325880621506e-07 -6.5097755784502506e-09 -2.3691136334491601e-07
leaf_weight=194 21 27 28 24 29 32 21 27 20 21 21 25 20 22 23 31 22 31 27 21 25 153 24 23 24 24 20 28 2093 20
leaf_count=194 21 27 28 24 29 32 21 27 20 21 21 25 20 22 23 31 22 31 27 21 25 153 24 23 24 24 20 28 2093 20
internal_value=0 2.48305e-09 -3.24219e-08 5.53164e-10 1.36784e-09 2.06681e-10 1.28722e-09 -6.81016e-10 -1.36225e-07 1.66197e-09 1.1488e-10 -3.77542e-09 -1.21137e-09 2.2721e-07 2.85201e-08 -5.37168e-09 -1.37007e-07 1.19532e-08 -2.33491e-09 -2.04857e-08 2.58094e-09 2.34949e-08 -8.98996e-09 -2.87044e-09 7.03769e-08 -1.49995e-08 1.41618e-07 -6.2214e-09 -4.07595e-09 1.02049e-07
internal_weight=0 2899 222 2878 2854 2827 2798 2766 47 2719 2698 2373 2348 42 325 2306 43 304 281 250 223 198 177 2263 99 68 44 2164 2141 48
internal_count=3121 2899 222 2878 2854 2827 2798 2766 47 2719 2698 2373 2348 42 325 2306 43 304 281 250 223 198 177 2263 99 68 44 2164 2141 48
is_linear=0
shrinkage=0.1


Tree=9985
num_leaves=31
num_cat=0
split_feature=15 15 51 15 15 2 0 15 52 15 16 15 43 15 1 15 402 52 9 97 131 131 483 10 0 129 50 132 1211 50
split_gain=2.42378e-11 2.59272e-10 3.10061e-10 8.9113e-11 8.61476e-11 1.7922e-10 1.81418e-10 1.06125e-10 1.82931e-10 9.57288e-11 2.31023e-10 1.89062e-10 4.12759e-10 1.30551e-10 1.27912e-09 6.55351e-10 8.79551e-11 1.6727e-10 7.31424e-11 6.52977e-11 8.6475e-11 1.14944e-10 7.75098e-11 1.48885e-10 1.35172e-10 1.41157e-10 5.47653e-11 4.51158e-10 6.51471e-10 1.17663e-10
threshold=-0.088429999999999995 -0.090644999999999989 0.086685000000000012 -0.087679999999999994 -0.092489999999999989 0.08647500000000001 -0.089964999999999976 -0.094549999999999981 -0.0041199999999999995 -0.096999999999999989 -0.095094999999999985 -0.10203999999999998 -0.0011349999999999999 -0.11713499999999999 0.092695000000000013 -0.10653 0.089785000000000018 0.077655000000000016 0.087755000000000014 -0.049229999999999996 0.07635500000000002 0.091885000000000008 0.098395000000000024 -0.079859999999999987 0.024095000000000002 0.086915000000000006 0.090630000000000016 -0.083284999999999984 0.11048500000000001 0.089890000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 7 -6 -7 9 -9 11 -11 13 -13 16 15 -15 19 -18 26 -1 22 -22 23 -21 25 -25 29 -28 -29 -5
right_child=3 2 -4 18 5 6 -8 8 -10 10 -12 12 -14 14 -16 -17 17 -19 -20 20 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-1.4014146750955192e-07 1.6853434503056606e-07 -6.2870770414839237e-08 -5.3297848250366548e-07 -3.3197550942428724e-09 -1.4381401086893677e-07 3.7804915809910459e-07 -1.0771904612738581e-08 -2.6706432802301917e-07 1.0657343715081424e-07 3.851665134052815e-07 -7.3588011386875784e-08 8.7623141318960644e-08 -4.4591378465854404e-07 1.4963203993730809e-07 6.3637693976659197e-07 -6.3306240079441526e-07 -3.558300186057295e-07 4.3752998250697189e-08 1.6974341684717643e-07 -2.6834542332856229e-07 3.0045729571186355e-07 2.3496923121414047e-08 1.7678962662289038e-07 1.6270312003668481e-09 2.3412097483490314e-07 -2.7406788163375498e-07 4.4632762131868736e-07 4.7155198780815344e-08 -4.5598973303283082e-07 -2.4139029592550375e-07
leaf_weight=29 33 47 20 1817 20 28 21 38 20 21 23 29 29 23 30 20 20 22 26 22 23 43 22 260 23 20 25 318 28 21
leaf_count=29 33 47 20 1817 20 28 21 38 20 21 23 29 29 23 30 20 20 22 26 22 23 43 22 260 23 20 25 318 28 21
internal_value=0 -1.43687e-08 -2.03201e-07 5.40547e-09 1.72777e-09 1.08448e-07 2.11412e-07 -8.54234e-09 -1.38224e-07 2.87119e-09 1.45363e-07 -7.32335e-09 -1.79145e-07 1.05684e-08 1.35227e-07 -2.14412e-07 -8.23352e-09 -1.46525e-07 2.99685e-09 4.90726e-09 1.50923e-08 1.20013e-07 -4.8639e-09 -1.71605e-08 1.0774e-09 -1.80655e-08 1.03424e-09 3.60804e-08 6.43827e-09 -6.03982e-09
internal_weight=0 853 67 2268 786 69 49 717 58 659 44 615 58 557 73 43 484 42 2235 442 413 66 347 325 303 280 2209 371 346 1838
internal_count=3121 853 67 2268 786 69 49 717 58 659 44 615 58 557 73 43 484 42 2235 442 413 66 347 325 303 280 2209 371 346 1838
is_linear=0
shrinkage=0.1


Tree=9986
num_leaves=31
num_cat=0
split_feature=401 133 43 133 42 399 400 399 43 43 43 3 0 4 132 0 3 12 130 394 394 403 1212 43 1210 401 12 16 12 401
split_gain=2.5325e-11 3.40034e-11 1.32566e-10 6.81488e-11 5.49111e-11 2.88124e-11 1.00971e-10 4.35343e-11 2.9938e-11 1.1207e-10 7.16401e-11 1.92894e-10 5.35659e-11 5.84531e-11 9.63688e-11 1.06031e-10 3.67015e-11 1.36158e-10 8.22607e-11 2.98463e-11 5.0146e-11 6.3198e-11 5.63595e-11 5.59468e-10 3.20172e-10 5.77098e-11 1.89729e-10 3.16408e-10 1.49725e-10 7.23564e-11
threshold=-0.47313999999999995 0.51114000000000004 0.05259500000000001 0.42433500000000007 -0.069529999999999995 0.093190000000000009 0.10782000000000001 0.090145000000000017 0.062770000000000006 0.05259500000000001 0.08845500000000002 -0.081054999999999974 -0.097734999999999989 0.0033150000000000007 -0.41127499999999995 -0.068944999999999992 -0.080564999999999984 0.09141500000000001 0.10923000000000001 -0.14580499999999996 -0.09139499999999999 0.62200000000000011 -0.089544999999999986 -0.0047449999999999992 -0.41266499999999995 0.085900000000000018 0.094435000000000005 -0.093244999999999981 0.089085000000000011 0.076195000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 5 -3 7 -7 8 9 19 11 -10 -12 16 -15 -16 17 -14 -18 -2 -21 22 23 -22 -24 29 27 -27 -29 -26
right_child=1 2 -4 -5 -6 6 -8 -9 10 -11 12 -13 13 14 15 -17 18 -19 -20 20 21 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=1.1217298649057741e-07 -9.8110460887331411e-08 -5.1878753392849945e-08 -2.2435546425114695e-07 1.6890923077994559e-07 1.4940246642155493e-07 1.8734225946990124e-07 -6.6142284147474586e-08 -1.3311187046838313e-07 2.8173496578650279e-08 2.2277735589024973e-07 5.9505073237544457e-08 -3.6166871446787567e-07 -5.8429777692309118e-08 7.4325117018567902e-08 -3.3789699041866918e-07 -5.9893695817315947e-08 3.8706247078123806e-08 2.6729620658659861e-07 -2.1073884937550249e-07 1.2661016319803766e-07 -1.7488397317650269e-07 -1.6436969573256331e-07 -3.8925918190779202e-07 3.7179812008384752e-07 1.4224924891474202e-09 4.2424682804822724e-07 -1.6337442900749011e-07 -7.2547198345439357e-08 2.2619658045641699e-07 -1.4349558637962088e-07
leaf_weight=20 30 33 32 24 23 33 30 25 30 23 81 22 33 22 23 34 39 21 20 32 39 23 21 36 2206 27 28 51 25 35
leaf_count=20 30 33 32 24 23 33 30 25 30 23 81 22 33 22 23 34 39 21 20 32 39 23 21 36 2206 27 28 51 25 35
internal_value=0 -7.17013e-10 -6.199e-08 1.07257e-09 3.07903e-08 -2.75063e-10 6.66353e-08 -1.71572e-09 -5.83383e-10 3.02495e-09 -2.91836e-08 -1.3676e-07 -8.69285e-09 -3.74639e-08 -1.03454e-07 -1.7207e-07 8.67083e-09 6.82414e-08 -4.58514e-08 1.0452e-09 2.22422e-09 6.26324e-10 2.16397e-09 8.75234e-08 -5.11317e-10 2.93038e-09 6.74442e-08 1.30191e-07 2.57238e-08 -8.40842e-10
internal_weight=0 3101 88 3013 56 2989 63 2926 2901 2576 325 52 273 192 79 57 113 54 59 2553 2523 2491 2468 75 2393 2372 131 103 76 2241
internal_count=3121 3101 88 3013 56 2989 63 2926 2901 2576 325 52 273 192 79 57 113 54 59 2553 2523 2491 2468 75 2393 2372 131 103 76 2241
is_linear=0
shrinkage=0.1


Tree=9987
num_leaves=31
num_cat=0
split_feature=40 130 42 1456 154 12 142 4 157 157 11 34 13 34 30 9 10 10 2 12 12 12 43 16 1 475 480 1213 43 1
split_gain=2.56065e-11 7.83804e-11 4.37492e-11 3.15928e-11 4.2312e-11 4.96645e-11 8.08888e-11 6.54923e-11 3.96526e-11 5.47023e-11 3.86689e-11 4.63204e-11 1.00775e-10 7.41832e-11 1.32736e-10 9.70927e-11 1.49894e-10 2.95274e-10 8.47694e-11 4.13264e-11 1.28801e-10 7.28646e-11 6.90971e-11 5.07759e-11 2.14623e-10 8.96386e-11 4.07019e-11 4.12617e-11 4.74574e-11 1.65536e-10
threshold=-0.24620999999999996 -0.22699999999999995 0.15021500000000002 0.11510000000000002 0.084190000000000001 0.12757000000000002 -0.057499999999999989 0.015030000000000002 0.63604500000000008 0.39282000000000006 -0.014494999999999999 -0.085739999999999983 -0.085584999999999981 -0.057544999999999992 0.087020000000000014 0.091600000000000015 -0.0093599999999999985 -0.40134499999999995 -0.055814999999999997 0.11351500000000002 0.11527000000000001 0.10911500000000002 0.016310000000000002 0.62682500000000008 0.10672000000000002 0.11922500000000001 0.11387000000000001 0.51049000000000011 0.060960000000000007 0.090275000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -7 9 10 -8 12 -12 14 -13 16 17 -15 -18 21 -21 23 -22 25 -25 26 27 28 -20 -30
right_child=1 2 -4 -5 -6 7 8 -9 -10 -11 11 13 -14 15 -16 -17 18 -19 19 20 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=1.1279458060897697e-07 -1.8880288408240633e-07 1.8550118213674385e-07 1.1881973174541277e-07 8.2588839218386876e-08 1.3962264138929944e-07 1.738529586958748e-08 -1.3817715249669642e-07 -2.3546430464686333e-07 -1.430930645085482e-07 1.5900823849993426e-07 5.8130855119419393e-08 3.1969402622067381e-07 -2.3267251050968368e-07 -4.8481776210101763e-08 -1.7609572048168536e-08 -1.5912477368355364e-07 -1.9048491887533697e-07 4.4505300603635654e-07 9.0112007321067413e-10 -2.7832943616927381e-07 -1.0028213180492328e-07 1.3108468878829713e-07 1.2610994964199143e-07 -2.4703345656161148e-07 1.1992365926971616e-07 2.0630354499861003e-07 1.0912001135404188e-07 1.2776986686446891e-07 -1.3763447164194533e-09 -1.9325526871962838e-07
leaf_weight=20 22 23 31 45 21 20 21 21 20 21 22 20 26 27 28 39 24 22 2129 22 28 42 26 37 28 21 33 24 200 58
leaf_count=20 22 23 31 45 21 20 21 21 20 21 22 20 26 27 28 39 24 22 2129 22 28 42 26 37 28 21 33 24 200 58
internal_value=0 -7.21261e-10 6.22616e-10 -5.7952e-10 -1.8258e-09 -2.82192e-09 -1.29817e-09 -1.12123e-07 -2.77054e-09 -1.80213e-09 -2.97593e-09 -1.9818e-09 -9.93876e-08 -3.16745e-10 1.22934e-07 -2.46023e-09 -2.14761e-10 1.73105e-07 -3.39316e-09 -1.69746e-09 -7.43722e-08 4.50001e-10 8.72146e-09 -1.71864e-09 -8.89596e-08 5.81834e-10 -1.18582e-09 -2.69561e-09 -4.00737e-09 -4.45119e-08
internal_weight=0 3101 3079 3048 3003 2982 2941 41 2918 2898 2877 2856 48 2808 48 2760 2721 49 2672 2648 76 2572 54 2530 65 2465 2444 2411 2387 258
internal_count=3121 3101 3079 3048 3003 2982 2941 41 2918 2898 2877 2856 48 2808 48 2760 2721 49 2672 2648 76 2572 54 2530 65 2465 2444 2411 2387 258
is_linear=0
shrinkage=0.1


Tree=9988
num_leaves=31
num_cat=0
split_feature=1211 16 16 121 483 484 121 12 16 12 16 50 52 160 1212 2 402 401 0 457 4 4 42 15 402 1 52 49 16 1
split_gain=2.30907e-11 2.33025e-11 1.08481e-10 9.15405e-11 8.09345e-11 1.64323e-10 1.43607e-10 7.98491e-11 1.66278e-10 1.20326e-10 1.77172e-10 1.75634e-10 1.37607e-10 1.65673e-10 1.18552e-10 8.6502e-10 5.99844e-10 1.19485e-10 2.85885e-10 1.21864e-10 1.38039e-10 3.20002e-10 2.89373e-10 1.68112e-10 1.21061e-10 1.08265e-10 2.34476e-10 1.10051e-10 1.03111e-10 9.71564e-11
threshold=0.12463 -0.083134999999999987 -0.08231999999999999 -0.082399999999999987 0.098395000000000024 0.10126500000000001 -1.0000000180025095e-35 0.10832500000000002 -0.14158499999999996 0.090345000000000023 -0.08453999999999999 0.11318500000000002 -0.083374999999999991 0.10580000000000002 -0.089544999999999986 0.084715000000000013 0.10718500000000002 0.081905000000000019 -0.086729999999999988 -0.067164999999999989 -0.081839999999999982 -0.080364999999999978 0.086325000000000013 0.085035000000000013 0.079755000000000006 0.090275000000000008 0.029970000000000007 -0.066019999999999981 -0.10850999999999998 0.13756000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1 9 -9 10 11 12 -8 14 15 -14 17 19 -19 -16 22 -22 23 -21 25 26 28 -27 -23 -29
right_child=-2 2 3 -5 -6 -7 7 8 -10 -11 -12 -13 13 -15 16 -17 -18 18 -20 20 21 24 -24 -25 -26 27 -28 29 -30 -31
leaf_value=2.5395927082172422e-07 8.5877206627614093e-08 1.7521403659611065e-07 -1.9172350758841128e-07 4.7851950417763999e-09 1.4942384244894433e-07 -2.875863527278129e-07 2.1648147201001567e-07 1.4182613754309429e-08 -2.8839259649249275e-07 6.121981808148984e-08 -3.0650677703389113e-07 -2.7900296171878834e-07 -3.1811827644839302e-07 -2.6067724437300259e-07 1.8735390780376196e-07 5.3387412261958377e-07 -5.5843365181829091e-07 -4.6470191428227284e-08 4.2837162943615547e-07 6.2108965935592779e-08 -4.3756671334314158e-07 -1.4282098457366979e-07 3.6677235846127585e-07 -2.2168897782900593e-07 -2.4777152344768181e-07 2.1104484169143236e-07 1.5978488745460597e-08 -3.926679753063651e-08 -4.3595174815891368e-07 1.5677525163662343e-07
leaf_weight=20 31 37 24 1932 30 22 26 42 32 195 22 25 22 27 28 26 20 32 21 82 21 30 25 28 25 28 80 137 20 31
leaf_count=20 31 37 24 1932 30 22 26 42 32 195 22 25 22 27 28 26 20 32 21 82 21 30 25 28 25 28 80 137 20 31
internal_value=0 -8.59945e-10 5.58282e-09 2.37405e-09 -1.2565e-08 -1.71195e-08 -1.14255e-08 -1.66037e-08 -1.16661e-07 -8.81797e-09 -2.68833e-08 -1.85022e-08 -9.31669e-09 -1.79122e-08 -7.92037e-09 1.43378e-07 -1.9865e-08 -1.54629e-09 1.41675e-07 -1.57345e-08 -2.69505e-08 -5.8384e-08 5.96663e-08 -1.01305e-08 -3.56978e-08 -1.94345e-08 -9.01953e-08 2.74987e-08 -2.60073e-07 -3.09237e-09
internal_weight=0 3090 1993 1956 1097 1067 1045 1025 74 951 756 734 709 683 656 48 608 588 53 535 507 372 135 110 351 326 130 196 50 168
internal_count=3121 3090 1993 1956 1097 1067 1045 1025 74 951 756 734 709 683 656 48 608 588 53 535 507 372 135 110 351 326 130 196 50 168
is_linear=0
shrinkage=0.1


Tree=9989
num_leaves=31
num_cat=0
split_feature=132 1203 1185 50 131 16 130 403 52 403 42 403 403 1210 1210 15 1209 133 1210 402 1210 1204 1211 1212 402 1210 15 12 12 43
split_gain=2.7541e-11 6.6625e-10 3.99914e-10 1.93674e-10 3.09768e-11 3.78822e-11 4.91053e-11 3.96304e-11 4.86202e-11 2.68938e-11 3.26471e-10 7.78996e-11 8.39999e-11 4.61457e-11 5.56358e-11 2.83189e-10 6.98652e-11 1.41598e-10 5.61915e-11 2.69481e-10 4.79921e-11 3.75942e-11 3.24391e-11 4.25995e-11 6.18317e-11 7.34695e-11 7.03018e-11 2.78498e-11 1.30509e-10 2.01392e-10
threshold=-0.083284999999999984 0.089165000000000008 -0.083264999999999992 0.10022000000000002 -0.076979999999999979 -0.097644999999999996 0.09364500000000002 -0.020569999999999995 0.086450000000000013 -0.55049499999999985 0.091205000000000008 -0.54448499999999989 -0.5335399999999999 -0.3960249999999999 -0.089089999999999989 0.085465000000000013 -0.065739999999999979 -0.025314999999999994 -0.064344999999999999 -0.092414999999999983 -1.0000000180025095e-35 -0.079874999999999988 0.12463 0.11796000000000001 -0.45454999999999995 0.10799000000000002 0.089485000000000023 0.09141500000000001 0.09320500000000001 -0.083879999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 7 8 -7 10 -4 -11 -13 -14 15 -15 17 -16 19 -18 -20 -22 23 24 26 27 -23 -26 29 -29
right_child=2 -3 9 -5 5 6 -8 -9 -10 11 -12 12 13 14 16 -17 18 -19 20 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=9.6965438034501977e-08 -4.2730294945220688e-07 5.4337736205821858e-07 -1.4550898350356485e-07 -3.2042209852534147e-07 1.089759325364784e-07 -9.9696655371549562e-08 -1.4228596485978533e-07 1.137038108112165e-07 7.7970045175845834e-08 -1.9723874387977959e-07 3.8348261895748695e-07 1.8330517514186797e-07 -1.484953600083827e-07 3.8685900083379465e-07 -2.8975614463888636e-07 -1.3306100108614125e-07 -1.4202893593070105e-07 2.3749426791188373e-08 -1.2095411913530067e-07 3.1461818831449559e-07 9.7845534113707217e-08 -6.8513662722038832e-09 1.0595459625863311e-07 -1.2072844969660917e-07 -8.0837881325614239e-09 -1.7699423991620242e-07 2.5511793005250639e-07 -1.10102438530689e-07 -5.1979732777300093e-09 1.7444567630508177e-07
leaf_weight=32 22 23 28 20 22 43 31 24 24 20 20 25 21 20 25 22 24 34 33 28 39 21 28 30 1708 24 20 33 576 101
leaf_count=32 22 23 28 20 22 43 31 24 24 20 20 25 21 20 25 22 24 34 33 28 39 21 28 30 1708 24 20 33 576 101
internal_value=0 3.42098e-08 -2.56627e-09 -2.55394e-08 7.96998e-09 -1.18068e-08 -3.35873e-08 3.44194e-09 -3.60549e-08 6.78249e-10 7.49042e-08 -5.79818e-10 8.18894e-10 -8.18048e-10 3.03146e-10 1.1452e-07 -1.45791e-09 -1.09092e-07 9.24986e-10 1.03858e-07 -1.12343e-09 4.09287e-10 -1.08619e-09 -2.27885e-09 -8.47721e-10 -2.89245e-09 1.20939e-07 -1.1644e-09 1.54811e-08 1.0437e-07
internal_weight=0 219 2902 196 176 144 122 91 67 2880 48 2832 2812 2787 2766 42 2724 59 2665 52 2613 2580 2541 2513 2483 2442 41 2418 710 134
internal_count=3121 219 2902 196 176 144 122 91 67 2880 48 2832 2812 2787 2766 42 2724 59 2665 52 2613 2580 2541 2513 2483 2442 41 2418 710 134
is_linear=0
shrinkage=0.1


Tree=9990
num_leaves=31
num_cat=0
split_feature=457 16 448 1348 46 44 0 120 130 9 9 3 41 41 52 49 1 16 133 157 49 133 133 49 49 49 16 483 158 160
split_gain=2.49398e-11 1.28254e-10 7.44263e-11 6.72736e-11 2.82463e-11 6.70983e-11 4.01767e-11 3.14952e-11 5.08374e-11 4.63642e-11 8.07345e-11 7.36291e-11 3.9498e-11 7.15471e-11 3.88016e-11 3.09525e-11 7.49557e-11 8.60309e-11 1.03744e-10 3.73459e-11 4.07757e-11 3.24639e-10 1.64942e-10 1.06089e-10 1.3128e-10 8.71417e-11 7.86767e-11 4.35146e-11 5.4206e-11 5.17042e-11
threshold=0.11612500000000002 -0.071854999999999988 0.030280000000000001 0.091105000000000005 0.084955000000000017 0.10049500000000001 -0.23811499999999999 1.0000000180025095e-35 -0.22461999999999996 0.092890000000000014 0.088235000000000022 -0.017889999999999996 0.086565000000000017 0.090905000000000014 -0.057699999999999994 0.12073000000000002 0.12765500000000005 -0.012324999999999997 0.099660000000000012 0.41580000000000006 0.10877000000000002 0.089595000000000022 -1.0000000180025095e-35 0.10440000000000001 0.10247500000000002 0.097940000000000013 -0.054549999999999994 -0.47356499999999996 0.13176500000000005 0.081905000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 8 -8 10 12 -11 15 -14 -9 19 17 -17 -19 20 23 22 -22 24 25 27 -25 -10 29 -29
right_child=1 -3 -4 -5 5 -7 7 14 9 11 -12 -13 13 -15 -16 16 -18 18 -20 -21 21 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-1.1553169849042706e-07 2.0451297024770554e-07 -7.4415916127263162e-08 -1.6977900663470373e-07 1.8293329972607353e-07 2.1438599109302459e-07 -2.9245219169437263e-08 1.4823965486243653e-07 9.0550856548415633e-09 -1.4499661455418045e-07 -1.9993443947773022e-08 -1.8522556176255498e-07 2.4235602280597845e-07 2.3116594464411835e-07 1.6002854873921906e-08 -1.8317901219147428e-07 1.1511375416520507e-07 -2.2940772808510704e-07 -2.0926872080604935e-07 3.6200658076129208e-08 1.0650940343026605e-07 5.9946556660861463e-08 -1.6070448535546433e-07 4.6607672523180098e-07 -2.8697005491483738e-08 2.4726962048286322e-07 -1.7042522530126068e-07 -3.0583130197214817e-07 3.3544047379234259e-09 1.4911134738800531e-07 -4.3543809805667152e-08
leaf_weight=31 32 34 26 20 20 26 23 21 21 23 24 20 20 68 21 33 20 33 36 32 20 33 20 21 21 31 20 2082 24 265
leaf_count=31 32 34 26 20 20 26 23 21 21 23 24 20 20 68 21 33 20 33 36 32 20 33 20 21 21 31 20 2082 24 265
internal_value=0 6.08223e-08 -1.30974e-09 1.3635e-10 -1.07865e-09 7.66814e-08 -2.28586e-09 -1.08851e-09 1.60927e-10 -1.02701e-09 -2.59621e-09 1.0203e-07 -1.03082e-09 6.49036e-08 -8.7062e-08 -3.17028e-09 -5.23938e-08 -1.76852e-08 -8.11977e-08 -8.51645e-10 -2.19471e-09 7.14687e-08 2.63012e-07 -4.35866e-09 -1.68249e-09 -3.84015e-09 -1.63884e-07 -1.68123e-09 -4.1188e-10 -1.94088e-09
internal_weight=0 66 3055 3029 3009 46 2963 2932 2890 2867 2824 43 2800 88 42 2712 122 102 69 2590 2558 73 40 2485 2444 2423 41 2392 2371 2347
internal_count=3121 66 3055 3029 3009 46 2963 2932 2890 2867 2824 43 2800 88 42 2712 122 102 69 2590 2558 73 40 2485 2444 2423 41 2392 2371 2347
is_linear=0
shrinkage=0.1


Tree=9991
num_leaves=31
num_cat=0
split_feature=1209 1208 3 2 403 15 1210 1210 1209 42 1210 402 1211 50 1203 132 12 1186 399 399 148 148 12 447 3 128 3 2 130 402
split_gain=2.4343e-11 9.61847e-11 6.90083e-11 1.90134e-10 4.38e-11 2.81456e-10 4.04567e-11 4.524e-11 4.94989e-11 1.31536e-10 3.49116e-11 1.55159e-10 3.25596e-11 2.34416e-10 5.77035e-11 2.2453e-10 4.94661e-11 4.85434e-11 2.76964e-11 2.78453e-11 3.01792e-11 6.23261e-11 7.48981e-11 5.25866e-11 6.19772e-11 3.58521e-11 7.2216e-11 6.2849e-11 4.1049e-11 5.78994e-11
threshold=0.10656 0.092250000000000013 -0.082334999999999978 0.094215000000000007 -0.5335399999999999 0.087575000000000014 -0.3960249999999999 -0.089089999999999989 -0.065739999999999979 0.087505000000000013 -0.064344999999999999 -0.092414999999999983 0.11048500000000001 0.096900000000000014 0.088820000000000024 -0.081684999999999994 0.094225000000000017 -0.11456499999999999 0.10788500000000002 0.089505000000000015 -0.084924999999999987 -0.098399999999999974 0.085785000000000014 0.091515000000000013 0.11924500000000002 0.10551000000000001 -0.088784999999999989 0.089005000000000015 0.11618500000000002 -0.45015499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 -1 -6 -8 9 -9 11 -10 14 16 17 -16 -14 -12 19 20 21 22 -19 25 -25 28 -27 -28 29 -22
right_child=2 -3 3 -5 6 -7 7 8 10 -11 12 -13 13 -15 15 -17 -18 18 -20 -21 23 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-1.5066745061176335e-07 1.772154531871475e-07 -2.0972826991861769e-07 -2.3335177959634992e-07 1.6973447242207842e-07 -1.4321414624873798e-07 3.1497761841381834e-07 1.1417808350031198e-07 7.7583931101798964e-08 -1.058476283280588e-07 -2.2121036384619936e-07 1.5009462983817642e-07 2.1320922548235494e-07 4.0646886444707124e-08 3.3679366237296648e-07 -3.6995218259505693e-07 5.9807990875205798e-08 -1.5844183695416332e-07 1.2551229453740895e-07 1.0015792308347107e-07 -8.6359090687437866e-08 -1.2739378758810618e-07 2.0674389343780388e-07 -1.3851480675257443e-07 -2.4222478003821382e-07 6.7273256831867906e-09 -2.1329842123662959e-07 9.374724974240335e-08 -1.3039513995429596e-07 1.1428164533123391e-07 3.9789016134897607e-10
leaf_weight=25 29 22 22 25 20 27 34 26 27 34 21 35 26 22 20 31 24 22 26 40 36 21 21 20 20 24 29 22 31 2339
leaf_count=25 29 22 22 25 20 27 34 26 27 34 21 35 26 22 20 31 24 22 26 40 36 21 21 20 20 24 29 22 31 2339
internal_value=0 -1.39097e-09 5.59062e-08 -1.89442e-08 1.25215e-10 9.11098e-08 -1.46725e-09 -5.06575e-10 -1.84332e-09 -9.17328e-08 4.44568e-11 7.42651e-08 -1.60194e-09 6.47733e-08 -3.357e-09 -1.08725e-07 -5.49157e-08 -1.34585e-09 -2.54549e-09 -3.56274e-09 -2.28156e-09 6.55325e-08 -3.43117e-09 -4.00314e-09 -1.17749e-07 -2.16927e-09 -7.02558e-08 -2.94162e-09 -4.68746e-11 -1.53916e-09
internal_weight=0 3045 76 47 3023 52 2971 2951 2917 60 2857 62 2795 72 2723 51 50 2672 2651 2625 2585 64 43 2521 40 2481 75 51 2406 2375
internal_count=3121 3045 76 47 3023 52 2971 2951 2917 60 2857 62 2795 72 2723 51 50 2672 2651 2625 2585 64 43 2521 40 2481 75 51 2406 2375
is_linear=0
shrinkage=0.1


Tree=9992
num_leaves=31
num_cat=0
split_feature=403 3 42 52 12 130 0 16 0 1201 42 2 402 42 0 0 403 1212 1210 1186 132 2 1211 484 130 13 4 4 1204 0
split_gain=2.42502e-11 1.21919e-10 2.9513e-10 2.42981e-10 1.48253e-10 1.87624e-10 1.42555e-10 3.08621e-10 2.26795e-10 1.06728e-10 8.2601e-11 1.60386e-10 2.13058e-10 1.84285e-10 6.86906e-11 7.42699e-11 3.47928e-11 4.06539e-10 2.81405e-10 1.23557e-10 2.39092e-10 1.38469e-09 9.75655e-10 1.36958e-10 1.5525e-10 1.47361e-10 3.06159e-10 1.18826e-10 6.88161e-11 5.5957e-11
threshold=-0.090774999999999981 -0.085784999999999986 0.085730000000000015 -0.0087299999999999982 0.085565000000000016 0.086055000000000006 -0.070499999999999993 -0.069144999999999984 -0.067094999999999988 -0.081779999999999978 0.11551500000000002 0.085155000000000022 -0.0088649999999999979 0.08623500000000002 -0.082724999999999979 -0.080119999999999983 -0.0038999999999999994 -0.089079999999999979 -0.08861999999999999 0.057025000000000006 -0.083284999999999984 0.083935000000000023 0.11048500000000001 0.062030000000000009 0.089120000000000019 -0.084419999999999981 -0.081609999999999988 -0.081609999999999988 -0.081484999999999988 -0.082284999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 14 7 10 -8 -2 11 13 -13 -5 -6 -16 17 -11 -18 20 21 -19 23 24 25 26 -22 -27 -23 -29
right_child=9 3 -4 6 5 -7 8 -9 -10 16 -12 12 -14 -15 15 -17 18 19 -20 -21 22 28 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-1.9687948996311603e-07 -2.1779996188797669e-07 -3.4771661704878301e-07 4.2186572785048473e-07 3.4368668480055931e-08 1.0307222238335995e-07 3.0095134799866769e-07 -3.0832899787744664e-07 4.3057228964471507e-07 6.3098630026356008e-08 -4.6866286879776452e-07 1.9096455822875668e-07 -9.442324468977859e-08 2.9519694874124985e-07 -3.8977433554182858e-07 -2.2188285264235219e-07 3.6657148257290827e-08 3.3661885265701135e-07 8.8331317819267948e-07 -6.7377877422782364e-10 -2.0543975374209824e-07 -2.8765673363295721e-07 7.1213008449208965e-09 -6.0292385542113526e-07 -1.6648670749321225e-07 -1.7524509313592385e-07 3.1976754327044364e-07 1.8808199128318762e-07 -2.7625039307296268e-08 -2.1203507744955818e-07 1.812401776611484e-07
leaf_weight=23 23 21 23 20 39 29 31 20 35 20 20 32 25 21 20 25 25 20 2337 28 24 38 27 28 22 39 31 23 23 29
leaf_count=23 23 21 23 20 39 29 31 20 35 20 20 32 25 21 20 25 25 20 2337 28 24 38 27 28 22 39 31 23 23 29
internal_value=0 2.35424e-08 9.05715e-08 -2.38247e-08 3.45437e-08 8.16476e-08 9.51707e-09 6.73277e-08 -1.1136e-07 -3.29255e-09 5.76088e-09 -3.20358e-08 7.64628e-08 -1.82875e-07 5.93558e-09 -7.82495e-08 -1.47469e-09 -3.08044e-08 2.89621e-09 -4.42743e-09 1.40869e-08 1.61235e-07 -3.93617e-08 3.82719e-08 7.23983e-08 1.09714e-07 -1.95131e-08 1.87819e-07 -7.55114e-08 8.88575e-08
internal_weight=0 384 159 225 136 113 204 138 66 2737 118 98 57 41 84 45 2714 352 2362 332 304 81 223 196 168 146 55 91 61 52
internal_count=3121 384 159 225 136 113 204 138 66 2737 118 98 57 41 84 45 2714 352 2362 332 304 81 223 196 168 146 55 91 61 52
is_linear=0
shrinkage=0.1


Tree=9993
num_leaves=31
num_cat=0
split_feature=1211 1213 13 457 151 13 47 0 2 2 2 156 160 4 3 0 12 12 402 1429 484 1 1 15 51 52 52 4 3 13
split_gain=3.55121e-11 7.25762e-11 2.3661e-11 8.79561e-11 1.01136e-10 8.68881e-11 1.92606e-10 1.01977e-09 3.16198e-10 1.81754e-10 5.72181e-10 1.84458e-10 1.30322e-10 2.42113e-10 3.46043e-10 2.36865e-10 8.25431e-11 2.01761e-10 1.73885e-10 1.09722e-10 9.62798e-11 1.34491e-10 1.42653e-10 1.71704e-10 9.3402e-11 8.45225e-11 8.25613e-11 1.25918e-10 1.03436e-10 8.58617e-11
threshold=0.11301500000000002 0.0036000000000000003 -0.00096999999999999983 -0.081454999999999986 0.08357500000000001 0.0027400000000000007 0.092165000000000011 -0.10224499999999999 -1.0000000180025095e-35 0.11215000000000001 0.10699500000000002 0.092385000000000009 -0.088079999999999978 -0.0070899999999999991 0.095270000000000007 -0.14454499999999995 0.090345000000000023 0.091840000000000019 0.093135000000000009 -0.054654999999999988 0.090535000000000018 0.102705 0.10684 -0.089964999999999976 0.082455000000000014 0.086450000000000013 0.10473500000000001 -0.053309999999999989 -0.11171999999999999 0.021350000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 8 -8 -5 10 11 12 -10 15 -15 -14 18 -18 24 -19 21 26 -23 -24 25 -7 28 -28 -21 -30
right_child=1 -3 3 4 -6 16 7 -9 9 -11 -12 -13 13 14 -16 -17 17 19 -20 20 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-7.3587429541536848e-09 2.0691884969892273e-07 -8.2799154876327183e-09 -1.7709798297479059e-07 4.7450528037578422e-07 -1.701731823138581e-07 4.3504106686001486e-08 -4.1829135653102101e-07 4.4144631194145942e-07 3.1985632393526515e-07 -1.2762267838312277e-07 6.1551563163675387e-07 -1.5444839261493014e-07 -3.3250509464518737e-07 5.5237716068745622e-07 -2.8832101320187492e-08 6.3293697525910763e-08 3.016712247188025e-07 -2.1995702354615786e-07 -3.2493450754194394e-07 -1.6288512676432277e-07 -1.8012442792264045e-07 3.5792826063416416e-07 2.8818817338019257e-07 -7.3505614689598334e-08 -2.237848443087387e-07 -1.3893778566531623e-07 3.0186325879810742e-07 -1.7993104339808497e-08 -1.4323367188943075e-07 6.1178997289379222e-08
leaf_weight=2134 25 42 24 21 28 123 37 22 23 39 20 35 21 20 21 54 25 20 21 48 22 23 21 35 20 32 20 32 27 86
leaf_count=2134 25 42 24 21 28 123 37 22 23 39 20 35 21 20 21 54 25 20 21 48 22 23 21 35 20 32 20 32 27 86
internal_value=0 7.20181e-08 -1.5794e-09 1.18262e-08 1.68866e-08 2.29208e-08 6.50511e-08 -9.77112e-08 1.02858e-07 6.9362e-08 1.08962e-07 5.07375e-08 1.02403e-07 5.92873e-08 2.54685e-07 -4.753e-08 -8.39159e-10 2.76562e-08 -5.30323e-08 7.14614e-09 2.16113e-08 3.68106e-08 1.48248e-07 6.21296e-08 -2.0404e-08 5.83868e-09 -4.52073e-09 1.05029e-07 -3.99031e-08 1.2337e-08
internal_weight=0 67 3054 920 896 868 313 59 254 233 194 174 139 116 41 75 555 359 196 334 314 292 79 56 175 155 213 52 161 113
internal_count=3121 67 3054 920 896 868 313 59 254 233 194 174 139 116 41 75 555 359 196 334 314 292 79 56 175 155 213 52 161 113
is_linear=0
shrinkage=0.1


Tree=9994
num_leaves=31
num_cat=0
split_feature=1211 12 1426 1426 156 156 156 13 475 4 1429 1 1429 2 42 156 156 16 156 1371 1374 1 156 156 43 4 4 471 376 40
split_gain=2.8762e-11 6.66399e-11 2.5233e-11 4.59556e-11 3.72636e-11 1.33302e-10 1.249e-10 8.86279e-11 1.4572e-10 3.44964e-10 1.29839e-10 1.96964e-10 1.1197e-10 7.72028e-11 1.49908e-10 5.46103e-11 8.54984e-11 3.94063e-10 7.3655e-11 9.77541e-11 9.39328e-11 2.39815e-10 7.70452e-11 6.98628e-11 5.82315e-11 5.05019e-11 1.35519e-10 6.8481e-11 4.95396e-11 7.33212e-11
threshold=0.11301500000000002 0.096295000000000019 -0.10090499999999998 -0.061919999999999996 0.091255000000000017 0.092385000000000009 0.090100000000000013 0.10002500000000002 -0.027234999999999995 -0.04890499999999999 0.032755000000000006 0.10471500000000002 0.096390000000000017 0.090675000000000019 0.087550000000000017 0.089090000000000016 0.08759500000000002 -0.0087049999999999992 0.087205000000000019 0.087810000000000013 0.087855000000000016 0.090130000000000016 0.086340000000000014 0.083310000000000009 -0.084999999999999978 -0.50427999999999995 -0.52556499999999995 0.10277000000000001 0.086445000000000008 -0.049804999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 15 8 10 -10 11 -7 -12 -11 -15 16 18 -18 19 20 22 -22 23 25 -25 26 -5 28 -27 -30
right_child=1 -3 3 4 5 7 -8 -9 9 13 12 -13 -14 14 -16 -17 17 -19 -20 -21 21 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=1.0782040376289799e-07 1.6017732662021445e-07 -3.9484777225595735e-08 -1.1778099731597034e-07 2.9544535264881786e-08 2.7771455596134081e-07 3.9585018063448274e-07 -2.4707742706401144e-07 2.0899869175834629e-07 -3.9746249792979486e-07 1.4796989557320057e-07 -2.2396819588266228e-07 1.4267392784052303e-08 1.0295690112178073e-07 1.2475460996104932e-07 -2.5309422859720602e-07 1.5117389240330064e-07 -4.0439515826252458e-07 1.5165166826136557e-07 1.9007038925877851e-07 -2.174541388437016e-07 3.9608551560377237e-07 -9.3623488055527563e-08 -1.8953192541072318e-07 1.4050661143662843e-08 2.4981449485039777e-07 -5.2518105846328574e-09 -2.5291579155581815e-07 1.7430498566930261e-07 1.6087986159347913e-07 -6.7970067280363032e-08
leaf_weight=21 35 32 34 41 21 24 21 21 27 29 20 31 22 21 21 23 26 25 20 21 20 20 22 22 20 2367 29 22 42 21
leaf_count=21 35 32 34 41 21 24 21 21 27 29 20 31 22 21 21 23 26 25 20 21 20 20 22 22 20 2367 29 22 42 21
internal_value=0 6.48163e-08 -1.41822e-09 -2.17457e-09 -8.63922e-10 3.71893e-08 -4.12917e-09 1.38049e-08 -7.21595e-09 -9.32193e-08 7.9674e-08 1.80776e-07 -5.27217e-08 2.24788e-08 -6.41698e-08 -2.26784e-09 -3.56628e-09 -1.31823e-07 -1.11367e-09 -2.55821e-09 -8.39693e-10 1.51231e-07 -3.19191e-09 -1.59305e-09 1.26319e-07 -3.72323e-09 -8.74747e-08 -1.33228e-09 -2.92241e-09 8.45966e-08
internal_weight=0 67 3054 3033 2999 237 2762 216 195 98 97 55 42 71 42 2741 2718 51 2667 2647 2626 40 2586 2564 42 2522 70 2452 2430 63
internal_count=3121 67 3054 3033 2999 237 2762 216 195 98 97 55 42 71 42 2741 2718 51 2667 2647 2626 40 2586 2564 42 2522 70 2452 2430 63
is_linear=0
shrinkage=0.1


Tree=9995
num_leaves=31
num_cat=0
split_feature=132 1185 1203 1213 42 42 403 1212 1213 1213 1213 402 13 402 401 1209 401 1212 2 42 1212 1209 401 394 129 401 402 16 2 16
split_gain=2.66703e-11 1.47585e-10 7.47584e-11 2.86248e-11 1.23224e-10 3.2775e-10 2.22757e-10 6.84732e-11 4.91752e-11 1.02877e-10 8.64059e-11 4.46446e-11 1.68123e-10 5.00386e-11 4.05398e-11 3.62973e-11 5.4609e-11 5.78334e-11 4.53818e-10 5.86414e-10 3.76015e-10 7.84075e-11 6.74504e-11 1.20737e-10 8.97641e-11 4.40837e-11 1.58148e-10 2.67626e-10 9.48986e-11 1.74841e-10
threshold=-0.083174999999999985 -0.083264999999999992 0.089005000000000015 0.093235000000000026 0.090990000000000015 0.095185000000000006 -0.50388999999999984 0.10083000000000002 0.066460000000000019 0.04198000000000001 1.0000000180025095e-35 -0.45454999999999995 -0.066634999999999986 -0.41906499999999997 -0.099524999999999988 -0.092099999999999987 0.12053500000000002 -0.089544999999999986 0.084715000000000013 0.086730000000000015 -0.082209999999999991 -1.0000000180025095e-35 0.10632500000000002 -0.10198999999999998 -0.075474999999999987 0.083100000000000021 0.079755000000000006 -0.077074999999999991 1.0000000180025095e-35 -0.0083599999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 8 6 -6 -5 -8 9 10 11 12 -3 -13 -15 -16 17 18 -17 -20 -19 -22 23 -23 -25 26 -26 -28 -27 -30
right_child=1 3 -4 4 5 -7 7 -9 -10 -11 -12 13 -14 14 15 16 -18 20 19 -21 21 22 -24 24 25 28 27 -29 29 -31
leaf_value=-1.181279273874353e-08 2.666962765423315e-07 2.9283053518983336e-07 -1.8935734631655678e-07 -3.1889410593066716e-07 4.8409227687784545e-07 -4.211294865320991e-08 1.4315281269543405e-07 -5.3796216868997891e-08 -1.0900541470941032e-07 2.0195352647078836e-07 -1.9921291263875159e-07 -1.5559923730008797e-07 -1.0777025998720547e-07 -1.3577846196064706e-07 1.0810051321182952e-07 -2.1004726251354784e-07 -1.326766520361939e-07 -4.3350525032792578e-07 -7.3374653410951394e-08 6.9240204055631697e-07 1.7806281925913938e-07 -1.9777290624974299e-07 1.6022885533245175e-07 2.0670059208376711e-07 8.1200301521650427e-10 -1.1755117370171321e-07 -3.7496815878057534e-07 4.7426949360366666e-08 2.6517257928641188e-07 -8.4152960109507979e-08
leaf_weight=195 21 22 27 20 20 29 41 31 42 25 22 21 20 22 31 29 31 20 20 20 25 31 26 21 2168 20 30 30 38 23
leaf_count=195 21 22 27 20 20 29 41 31 42 25 22 21 20 22 31 29 31 20 20 20 25 31 26 21 2168 20 30 30 38 23
internal_value=0 2.55732e-09 -3.3406e-08 6.29966e-10 4.45693e-08 1.72665e-07 -2.36554e-08 5.83553e-08 -1.63362e-09 3.97024e-11 -1.85088e-09 -2.11162e-10 1.02068e-07 -1.85956e-09 -6.10615e-10 5.49624e-10 -7.67152e-10 8.67872e-10 9.11475e-08 3.09514e-07 -1.69352e-09 1.88701e-09 4.18539e-11 -1.72217e-09 8.8623e-10 -9.8562e-10 -3.6202e-09 -1.63771e-07 7.14817e-08 1.3346e-07
internal_weight=0 2899 222 2878 141 49 92 72 2737 2695 2670 2648 42 2606 2585 2563 2532 2501 69 40 2432 2412 2387 2361 2330 2309 2228 60 81 61
internal_count=3121 2899 222 2878 141 49 92 72 2737 2695 2670 2648 42 2606 2585 2563 2532 2501 69 40 2432 2412 2387 2361 2330 2309 2228 60 81 61
is_linear=0
shrinkage=0.1


Tree=9996
num_leaves=31
num_cat=0
split_feature=484 484 158 52 158 484 1453 1447 15 4 15 1447 1447 482 0 39 0 483 0 12 47 51 158 148 50 132 1204 0 42 43
split_gain=2.51418e-11 3.14811e-11 4.92644e-11 1.30817e-10 4.94383e-11 5.34438e-11 7.08781e-11 3.56192e-11 1.69404e-10 2.94584e-10 2.02624e-10 3.24653e-10 1.10875e-10 3.92493e-11 1.43025e-10 1.18501e-10 9.75076e-11 1.61747e-10 8.88754e-11 5.98503e-11 4.69806e-11 1.03026e-10 9.44345e-11 6.7406e-11 4.52175e-11 2.21825e-10 5.64971e-10 1.71334e-10 2.5802e-10 3.91025e-10
threshold=-0.52850499999999989 -0.48714499999999994 0.12212000000000002 0.008405000000000001 0.11694500000000001 -0.23687999999999995 -0.13306499999999996 -0.085684999999999997 0.087575000000000014 -0.085594999999999991 -0.092489999999999989 -0.086924999999999988 -0.084549999999999986 0.090355000000000005 -0.059114999999999994 0.15619500000000003 -0.077809999999999976 0.11517500000000001 -0.08317999999999999 0.087075000000000014 0.11939500000000002 -0.086719999999999978 0.10968000000000001 -0.10069499999999999 0.083090000000000011 -0.083284999999999984 -0.077669999999999989 -0.081674999999999984 0.083995000000000014 -0.011694999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -7 8 9 -8 -11 -12 -9 15 16 20 18 -18 19 -15 22 -22 23 -14 -25 -26 -27 28 29 -28
right_child=1 2 3 -5 -6 6 7 12 -10 10 11 -13 13 14 -16 -17 17 -19 -20 -21 21 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-1.1176029225623553e-07 1.0627509693859697e-07 1.2878504680458038e-07 -2.3633610489316105e-07 9.1388084147833333e-08 1.4434091492413853e-07 -1.8420759602122418e-07 -3.4676688166257462e-07 -2.3668287639111442e-07 2.9107641618490259e-07 -1.2951158725871683e-07 -3.4246251701119947e-08 5.0414805858032379e-07 1.6131317829604087e-07 9.6691654124673011e-08 2.9143553055700437e-07 -2.3979960116229278e-07 -3.025185061486272e-07 7.6752572375010902e-08 2.1167228084095771e-07 -1.1618212198527545e-07 2.6977137615347149e-07 1.2821170804219856e-08 -2.1501271897742904e-07 -1.0067919922104174e-08 2.8755956464010526e-07 -4.9953082479771101e-07 4.8275673963063227e-07 -3.078487665743306e-08 8.927398571209839e-09 2.8472233619680768e-08
leaf_weight=20 28 32 29 21 24 21 20 20 24 27 24 21 25 28 21 21 22 23 30 25 20 71 21 2045 30 21 36 209 122 40
leaf_count=20 28 32 29 21 24 21 20 20 24 27 24 21 25 28 21 21 22 23 30 25 20 71 21 2045 30 21 36 209 122 40
internal_value=0 7.20666e-10 -2.41106e-10 -9.86919e-08 1.38726e-09 2.43247e-10 -1.14312e-09 1.61825e-10 5.44731e-08 -7.24947e-09 8.70609e-08 2.17004e-07 -2.06436e-09 -3.9448e-10 4.95505e-08 -3.1911e-09 9.86628e-09 -1.08669e-07 7.41323e-08 -3.7205e-09 -1.30899e-09 6.92937e-08 -3.82952e-09 -2.07523e-09 -3.70716e-09 2.46941e-08 6.2689e-09 3.23667e-08 9.90266e-08 2.4366e-07
internal_weight=0 3101 3073 50 3023 2999 2967 2946 116 92 72 45 2830 2810 149 2661 128 45 83 53 2640 91 2549 2528 2503 458 428 407 198 76
internal_count=3121 3101 3073 50 3023 2999 2967 2946 116 92 72 45 2830 2810 149 2661 128 45 83 53 2640 91 2549 2528 2503 458 428 407 198 76
is_linear=0
shrinkage=0.1


Tree=9997
num_leaves=31
num_cat=0
split_feature=132 399 1203 393 1 50 1185 403 129 394 13 40 2 0 11 9 8 9 128 128 3 12 3 2 133 16 16 52 51 16
split_gain=2.66031e-11 1.71947e-10 1.16787e-10 4.49829e-11 1.27045e-10 4.25684e-11 3.78529e-11 7.64552e-11 5.38085e-11 5.32512e-11 3.59188e-11 2.81953e-10 1.30655e-10 1.12261e-10 5.35794e-11 7.72303e-11 1.53004e-10 6.96735e-11 5.36443e-11 8.49412e-11 3.61962e-11 1.02097e-10 3.24163e-10 1.47337e-10 1.23326e-10 1.23813e-10 2.07911e-10 2.28213e-10 8.00539e-11 1.11128e-10
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.088255000000000014 0.088975000000000012 0.08461500000000001 0.085600000000000009 -0.081499999999999989 -0.077709999999999987 -0.11103499999999998 0.24813000000000004 -0.24452499999999996 0.31358000000000003 -0.059114999999999994 -0.011194999999999998 0.092235000000000011 0.097795000000000007 0.087755000000000014 0.10378000000000003 0.096925000000000011 -0.092644999999999991 0.089625000000000024 -0.098469999999999988 0.10882500000000002 0.061605000000000007 0.63167000000000006 0.24134000000000003 -0.55327499999999985 0.078435000000000019 -0.08231999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 6 -5 -1 8 -8 -2 -10 11 -11 14 -12 -13 17 -17 18 19 20 21 23 24 28 25 26 -23 -28 29 -16
right_child=1 -3 -4 4 -6 -7 7 -9 9 10 13 12 -14 -15 15 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=8.6567779886269678e-09 -1.2335459863217174e-07 2.1384097864615558e-07 -2.6404549302583291e-07 3.4560264381030609e-08 -2.697471691580295e-07 -1.2452293862708075e-07 -5.7065616510459694e-08 1.8044143384045267e-07 1.6400453546339124e-07 3.7630084435136271e-07 8.1108695232838509e-09 1.6084934459502706e-07 -2.1168023218414308e-07 -2.5234342810103561e-07 -7.8323101500762016e-08 -3.3420005991047219e-07 4.7963571272256127e-08 1.7228149384133455e-07 1.2400134670948709e-07 -1.9195192734237622e-07 -4.3188495168412472e-09 6.3842820296728976e-09 4.0283079219652454e-07 -2.3722784853227361e-07 -2.0391660630281196e-07 -1.2709769962831224e-07 5.755147659177359e-08 5.295468824328964e-07 -1.1461520489392686e-07 1.0708651422309039e-07
leaf_weight=168 35 38 20 34 23 28 23 33 20 20 59 21 29 23 48 20 22 24 35 23 2021 73 27 27 20 28 21 20 39 99
leaf_count=168 35 38 20 34 23 28 23 33 20 20 59 21 29 23 48 20 22 24 35 23 2021 73 27 27 20 28 21 20 39 99
internal_value=0 2.51838e-09 -3.38575e-08 -2.8255e-10 -8.82305e-08 -1.03689e-08 1.50145e-09 8.28939e-08 -1.53593e-10 1.4323e-09 2.27612e-10 2.26965e-09 -6.10833e-10 -6.49434e-08 1.77274e-09 4.61153e-10 -1.34019e-07 2.71591e-09 1.07562e-09 -6.83337e-10 1.13225e-09 2.85369e-08 8.20367e-08 -1.89347e-08 2.8571e-08 6.13157e-08 1.07593e-07 2.87793e-07 1.2753e-08 4.65446e-08
internal_weight=0 2905 216 2867 57 196 2810 56 2754 2719 2699 2617 2597 82 2568 2547 42 2505 2481 2446 2423 402 189 213 162 142 114 41 186 147
internal_count=3121 2905 216 2867 57 196 2810 56 2754 2719 2699 2617 2597 82 2568 2547 42 2505 2481 2446 2423 402 189 213 162 142 114 41 186 147
is_linear=0
shrinkage=0.1


Tree=9998
num_leaves=31
num_cat=0
split_feature=130 121 9 33 3 9 456 1429 156 456 0 456 1445 15 47 1447 1446 480 480 481 484 50 132 130 52 402 16 13 3 16
split_gain=2.73299e-11 7.7776e-11 3.66796e-11 7.51077e-11 6.19267e-11 5.47322e-11 2.8585e-11 1.43603e-10 8.77151e-11 7.09599e-11 5.48455e-11 5.43291e-11 1.05718e-10 5.21292e-11 7.22912e-11 3.74156e-11 5.93714e-11 8.12417e-11 6.40569e-11 4.79993e-11 1.85206e-10 3.8485e-11 2.31491e-10 5.458e-10 1.66827e-10 1.03669e-10 1.17052e-10 1.91145e-10 3.44656e-10 8.73719e-11
threshold=-0.23647499999999996 -0.088279999999999983 0.092410000000000006 -0.009184999999999997 -0.014944999999999998 0.085555000000000006 0.088285000000000016 0.083960000000000021 0.087045000000000011 0.087680000000000022 -0.13455999999999999 0.087015000000000023 0.077020000000000019 -0.015039999999999998 0.098400000000000015 0.059120000000000013 -0.088809999999999986 0.11191000000000002 0.10344000000000002 -0.086484999999999992 -0.081614999999999979 0.083090000000000011 -0.083284999999999984 0.0029050000000000005 -0.21968999999999997 0.10708500000000001 -0.088704999999999992 -0.084319999999999992 -0.076514999999999986 -0.080029999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 9 8 10 11 -8 12 15 14 -12 16 -5 18 19 20 -18 -21 -23 24 -24 26 27 -26 -29 -28
right_child=1 2 4 5 -6 -7 7 -9 -10 -11 13 -13 -14 -15 -16 -17 17 -19 -20 21 -22 22 23 -25 25 -27 29 28 -30 -31
leaf_value=-1.1652581569876476e-07 1.7641663453105139e-07 -1.6812428024574428e-07 -1.8444549788733237e-08 -1.6684663464161532e-07 2.0485005561988108e-07 1.6028513536119655e-07 -1.054340518180652e-07 2.7700363706241083e-07 -1.9236082508200527e-07 -1.915070383518014e-07 2.7453847169764146e-07 1.3869194430282261e-07 -2.1281947439888427e-07 -4.2884681761279356e-08 2.0982617166470413e-08 1.1095621554420239e-07 -5.2862361300006007e-08 1.432866100296786e-07 -1.6328511756569243e-07 -1.0112984203278412e-08 3.0197221236131591e-07 2.7699217200320579e-07 2.9640529810783601e-07 -4.8293128862362458e-07 3.4928344476796795e-08 1.8520929003784659e-07 1.5713968522241075e-07 -5.5551111856289025e-07 -7.8081914925523629e-09 5.2503479417090115e-09
leaf_weight=20 25 27 27 22 23 21 20 22 20 20 22 27 24 22 23 29 38 38 25 2150 24 33 22 22 54 32 47 20 27 195
leaf_count=20 25 27 27 22 23 21 20 22 20 20 22 27 24 22 23 29 38 38 25 2150 24 33 22 22 54 32 47 20 27 195
internal_value=0 7.47659e-10 -6.8008e-10 -2.08377e-09 8.4271e-08 -5.88903e-10 -1.72334e-09 4.43191e-08 -3.52256e-09 -3.8081e-09 3.98885e-08 -2.48114e-09 -3.84148e-09 8.32684e-08 1.44943e-07 -2.03605e-09 -3.22804e-09 -1.90805e-09 -3.95989e-09 -2.46472e-09 8.4493e-08 -4.53673e-09 2.19875e-08 1.90357e-09 2.8771e-08 1.30698e-08 -2.98988e-09 -9.3415e-08 -2.40873e-07 3.47495e-08
internal_weight=0 3101 3076 3026 50 2999 2978 129 107 2849 87 2829 2802 67 45 2778 2749 2727 2689 2664 62 2602 452 419 397 375 343 101 47 242
internal_count=3121 3101 3076 3026 50 2999 2978 129 107 2849 87 2829 2802 67 45 2778 2749 2727 2689 2664 62 2602 452 419 397 375 343 101 47 242
is_linear=0
shrinkage=0.1


Tree=9999
num_leaves=31
num_cat=0
split_feature=132 399 1203 50 393 1 1185 1213 129 394 1203 2 131 13 2 1213 1213 1212 1210 16 1213 1212 1209 133 16 1210 1209 1212 1212 401
split_gain=2.6779e-11 1.46194e-10 9.70488e-11 5.1979e-11 3.56718e-11 1.04121e-10 3.16743e-11 7.04149e-11 4.09259e-11 4.57757e-11 3.07276e-11 3.85058e-11 7.13635e-11 6.33547e-11 6.09684e-11 3.02933e-11 2.49201e-10 2.73146e-10 1.40558e-10 7.66008e-11 2.20656e-10 5.27126e-11 7.1327e-11 5.12384e-11 6.93046e-11 4.92163e-11 5.80051e-11 5.19525e-11 8.60698e-11 5.28558e-11
threshold=-0.083449999999999983 0.091580000000000009 0.089480000000000018 0.08461500000000001 0.088255000000000014 0.088975000000000012 0.085600000000000009 -0.075109999999999982 -0.077709999999999987 -0.11103499999999998 0.084795000000000023 0.089725000000000013 -0.076979999999999979 -0.0087749999999999981 0.10497000000000002 -0.088064999999999991 -0.085284999999999986 -0.089079999999999979 -0.091799999999999979 -0.092484999999999984 -0.09897499999999998 -0.063924999999999996 -0.065739999999999979 1.0000000180025095e-35 -0.08595499999999999 -0.40154499999999999 -0.084519999999999984 0.13631000000000001 0.11930500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 6 -6 8 -8 -2 -10 11 13 -13 -1 -14 18 -17 -18 -11 -20 23 22 -19 24 -21 -23 -27 28 29 -28
right_child=1 -3 -4 -5 5 -7 7 -9 9 15 -12 12 14 -15 -16 16 17 21 19 20 -22 25 -24 -25 -26 26 27 -29 -30 -31
leaf_value=6.4465753701409521e-09 -1.0742808167866056e-07 1.9738145869565107e-07 -2.438072792187995e-07 -1.387012653302528e-07 3.2785970184497332e-08 -2.4270232086480615e-07 -6.8779484000255518e-08 1.6284403220164938e-07 1.5213021100635161e-07 -2.6470663548513094e-07 9.6631531620872127e-08 2.0050265518989364e-07 -1.3063194725759785e-07 -1.913276053642221e-07 1.0361485550447469e-07 2.6070105970215747e-07 -3.0585047954508782e-07 -7.6755761006334459e-09 -1.2750466333281902e-07 -1.1050227534273712e-07 3.3815573900142228e-07 1.5327663381488796e-07 2.4468287977340096e-07 -1.6107470056748629e-07 8.9879031672050287e-08 -1.6594909455068859e-07 -1.2898173631656978e-07 -1.3959582251852855e-07 2.0408279686719089e-07 2.4753453357579656e-09
leaf_weight=46 35 38 20 28 34 23 21 35 20 24 32 20 25 25 20 37 29 24 38 28 20 21 21 22 45 21 31 26 21 2291
leaf_count=46 35 38 20 28 34 23 21 35 20 24 32 20 25 25 20 37 29 24 38 28 20 21 21 22 45 21 31 26 21 2291
internal_value=0 2.52523e-09 -3.39707e-08 -1.25588e-08 -5.74466e-11 -7.8376e-08 1.53122e-09 7.59852e-08 1.7269e-11 1.40035e-09 8.46496e-09 -1.22801e-08 4.33316e-08 -6.31922e-08 -2.65223e-08 2.83415e-10 3.09005e-09 -7.45605e-10 -3.97072e-08 -4.41316e-09 3.62606e-08 2.85702e-09 1.10092e-07 -2.72963e-08 1.30204e-08 8.5554e-10 -4.83724e-10 9.83043e-10 2.54303e-09 7.2032e-10
internal_weight=0 2905 216 196 2867 57 2810 56 2754 2719 168 136 65 71 45 2699 2522 2485 177 153 115 2456 45 95 73 2411 2390 2369 2343 2322
internal_count=3121 2905 216 196 2867 57 2810 56 2754 2719 168 136 65 71 45 2699 2522 2485 177 153 115 2456 45 95 73 2411 2390 2369 2343 2322
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
Column_2=14778
Column_12=12543
Column_0=12513
Column_3=10949
Column_1=9972
Column_4=9518
Column_15=9417
Column_16=9257
Column_13=9057
Column_43=7452
Column_42=7056
Column_132=7031
Column_52=6839
Column_133=6196
Column_403=5818
Column_130=4695
Column_9=4657
Column_402=4430
Column_160=4232
Column_1212=3934
Column_1210=3902
Column_47=3829
Column_1429=3672
Column_1213=3576
Column_401=3407
Column_1203=3386
Column_50=3377
Column_51=3316
Column_49=3065
Column_1209=3060
Column_1185=3001
Column_11=2969
Column_156=2956
Column_484=2871
Column_33=2805
Column_157=2667
Column_10=2662
Column_1447=2648
Column_475=2566
Column_1208=2445
Column_150=2278
Column_151=2237
Column_131=2224
Column_48=2179
Column_1456=2122
Column_40=2117
Column_481=2069
Column_483=2044
Column_34=2038
Column_159=1992
Column_394=1975
Column_474=1961
Column_1186=1849
Column_1211=1734
Column_147=1722
Column_158=1677
Column_393=1590
Column_457=1529
Column_39=1483
Column_129=1459
Column_480=1378
Column_45=1340
Column_1455=1331
Column_482=1288
Column_1204=1233
Column_399=1226
Column_1375=1169
Column_1446=1042
Column_128=1021
Column_46=1001
Column_400=907
Column_14=889
Column_472=872
Column_1374=865
Column_447=854
Column_155=830
Column_120=819
Column_448=807
Column_471=786
Column_1428=769
Column_148=752
Column_41=748
Column_1453=711
Column_123=703
Column_1420=669
Column_44=663
Column_97=617
Column_142=610
Column_124=607
Column_456=601
Column_1452=593
Column_376=572
Column_1426=561
Column_479=526
Column_1373=494
Column_1371=493
Column_1425=455
Column_390=435
Column_1348=427
Column_121=394
Column_154=368
Column_1419=315
Column_1184=290
Column_391=285
Column_473=260
Column_1454=254
Column_104=251
Column_374=245
Column_153=236
Column_8=224
Column_1372=208
Column_1427=206
Column_1200=203
Column_1176=202
Column_149=199
Column_31=197
Column_96=194
Column_1451=187
Column_1201=182
Column_1366=173
Column_38=142
Column_398=139
Column_30=138
Column_1365=132
Column_421=129
Column_1177=112
Column_454=110
Column_106=106
Column_1443=106
Column_1444=103
Column_453=92
Column_105=91
Column_1417=89
Column_1182=80
Column_1183=80
Column_1205=79
Column_367=76
Column_455=74
Column_1132=69
Column_152=65
Column_1445=64
Column_295=52
Column_375=50
Column_146=44
Column_1206=35
Column_32=34
Column_470=34
Column_1370=24
Column_445=22
Column_1424=22
Column_392=17
Column_1416=16
Column_139=11
Column_122=7
Column_366=7
Column_1130=5
Column_138=3
Column_1346=1

parameters:
[boosting: gbdt]
[objective: regression]
[metric: l1,rmse]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 10000]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 400]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 1]
[saved_feature_importance_type: 0]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:null